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2663 2777 2759 2762 2630 2653 2777 2667 2668 2722 2784 2733 2623 2645 2748 2778 2633 2735 2741 2698 2643 2703 2709 2678 2680 2769 2640 2657 2638 2707 2619 2755 2754 2685 2705 2744 2703 2752 2634 2683 2593 2757 2764 2601 2759 2666 2612 2754 2625 2615 2702 2680 2743 2673 2771 2622 2756 2744 2669 2646 2751 2753 2685 2750 2686 2673 2719 2740 2697 2684 2753 2770 2783 2739 2664 2668 2634 2624 2754 2740 2732 2657 2750 2758 2764 2654 2628 2728 2730 2763 2753 2750 2631 2775 2667 2679 2644 2649 2739 2636 2777 2754 2641 2750 2678 2687 2643 2687 2638 2570 2734 2600 2763 2763 2638 2600 2609 2778 2753 2751 2645 2765 2634 2755 2685 2716 2737 2597 2751 2761 2659 2709 2756 2682 2686 2744 2764 2755 2702 2659 2761 2739 2674 2621 2754 2746 2773 2664 2677 2747 2735 2759 2772 2774 2673 2760 2753 2749 2738 2730 2643 2641 2758 2752 2742 2705 2726 2775 2667 2739 2773 2753 2700 2773 2755 2749 2766 2613 2663 2779 2726 2661 2666 2788 2735 2732 2641 2796 2752 2782 2762 2755 2714 2757 2684 2778 2773 2699 2787 2702 2679 2768 2660 2765 2740 2667 2747 2780 2664 2746 2672 2727 2695 2702 2738 2685 2721 2612 2764 2762 2625 2743 2688 2698 2652 2773 2691 2649 2752 2607 2754 2689 2635 2603 2763 2709 2669 2605 2754 2777 2652 2702 2627 2720 2642 2718 2768 2643 2754 2751 2679 2662 2628 2755 2782 2724 2709 2604 2635 2696 2741 2778 2777 2753 2736 2713 2625 2751 2778 2649 2723 2664 2637 2751 2667 2731 2682 2650 2762 2772 2765 2697 2704 2583 2741 2675 2758 2665 2611 2626 2717 2739 2614 2672 2702 2629 2618 2748 2579 2776 2637 2728 2751 2742 2781 2601 2790 2704 2750 2734 2773 2762 2670 2634 2773 2751 2767 2636 2709 2603 2690 2694 2671 2645 2706 2689 2748 2755 2731 2608 2767 2741 2671 2678 2682 2700 2603 2767 2593 2744 2706 2749 2754 2613 2748 2674 2664 2625 2771 2601 2701 2667 2734 2643 2761 2752 2765 2772 2759 2743 2635 2758 2730 2719 2640 2771 2722 2701 2767 2630 2740 2674 2657 2777 2762 2744 2744 2737 2770 2757 2631 2748 2715 2767 2704 2718 2636 2765 2626 2634 2744 2672 2624 2668 2724 2749 2643 2738 2645 2622 2641 2776 2647 2639 2619 2648 2712 2661 2611 2737 2748 2633 2734 2631 2784 2688 2745 2659 2635 2737 2773 2625 2680 2746 2769 2739 2648 2732 2716 2776 2630 2789 2736 2644 2740 2748 2752 2760 2736 2685 2728 2750 2759 2730 2756 2654 2670 2663 2652 2776 2632 2754 2772 2737 2733 2763 2686 2763 2722 2651 2726 2716 2745 2715 2735 2651 2647 2744 2648 2649 2733 2771 2743 2686 2771 2759 2777 2706 2778 2663 2659 2730 2775 2648 2668 2696 2707 2608 2752 2779 2694 2649 2737 2692 2778 2640 2773 2774 2594 2727 2779 2785 2733 2622 2650 2739 2685 2641 2720 2771 2636 2760 2587 2708 2656 2750 2755 2696 2783 2767 2675 2674 2766 2670 2693 2601 2732 2758 2613 2735 2788 2709 2747 2676 2794 2590 2733 2651 2609 2668 2616 2746 2759 2620 2756 2662 2715 2622 2658 2655 2612 2778 2652 2779 2763 2774 2614 2783 2712 2602 2570 2697 2683 2710 2752 2765 2686 2667 2683 2729 2612 2766 2728 2594 2683 2664 2608 2733 2714 2681 2776 2618 2757 2765 2600 2771 2685 2583 2753 2724 2764 2644 2687 2711 2616 2768 2706 2653 2750 2619 2734 2700 2670 2621 2614 2715 2739 2734 2640 2666 2768 2622 2749 2739 2687 2745 2775 2758 2605 2671 2648 2710 2778 2672 2688 2624 2624 2590 2658 2758 2738 2636 2776 2663 2622 2755 2631 2738 2717 2768 2769 2750 2722 2754 2763 2736 2767 2688 2659 2764 2732 2752 2753 2761 2711 2652 2668 2777 2657 2693 2621 2763 2622 2769 2739 2657 2708 2731 2766 2640 2710 2756 2642 2663 2643 2739 2710 2763 2680 2637 2712 2745 2660 2641 2676 2723 2741 2622 2757 2627 2720 2749 2768 2664 2595 2740 2681 2726 2644 2681 2733 2653 2770 2738 2763 2764 2656 2711 2760 2737 2637 2763 2770 2732 2638 2776 2771 2749 2649 2598 2767 2757 2595 2654 2705 2769 2768 2665 2698 2716 2585 2771 2752 2740 2666 2629 2755 2669 2694 2665 2757 2629 2604 2662 2761 2647 2693 2729 2749 2665 2615 2771 2749 2678 2749 2755 2653 2621 2678 2754 2764 2671 2637 2757 2685 2574 2755 2617 2749 2652 2764 2634 2768 2702 2717 2605 2745 2752 2632 2732 2664 2588 2733 2655 2649 2729 2766 2755 2714 2700 2719 2748 2651 2749 2661 2752 2762 2630 2656 2763 2685 2634 2753 2734 2664 2737 2629 2684 2734 2722 2749 2678 2625 2648 2587 2745 2597 2597 2762 2594 2639 2669 2607 2639 2655 2734 2656 2768 2686 2745 2710 2772 2745 2739 2606 2663 2743 2765 2632 2671 2756 2651 2640 2773 2750 2729 2638 2728 2760 2776 2768 2692 2766 2610 2692 2763 2606 2778 2599 2634 2626 2675 2695 2751 2592 2594 2632 2755 2755 2681 2683 2769 2674 2652 2776 2774 2746 2693 2632 2629 2626 2755 2639 2719 2762 2604 2602 2568 2577 2621 2644 2739 2624 2742 2628 2730 2688 2614 2609 2721 2634 2608 2780 2625 2620 2629 2743 2684 2751 2635 2735 2701 2763 2639 2685 2741 2641 2673 2794 2771 2757 2762 2620 2637 2592 2628 2607 2621 2604 2756 2632 2767 2753 2753 2745 2621 2760 2769 2766 2630 2791 2747 2772 2648 2705 2611 2762 2638 2770 2766 2641 2665 2614 2593 2656 2779 2676 2761 2610 2692 2788 2731 2757 2669 2729 2748 2748 2751 2637 2642 2729 2760 2688 2631 2740 2616 2635 2735 2702 2771 2627 2767 2658 2792 2604 2655 2600 2764 2632 2769 2620 2743 2665 2627 2721 2697 2695 2716 2744 2597 2725 2744 2637 2749 2634 2754 2627 2654 2624 2582 2723 2681 2736 2632 2604 2642 2749 2625 2769 2770 2791 2785 2670 2625 2662 2756 2655 2744 2659 2756 2619 2636 2748 2781 2610 2777 2623 2620 2658 2778 2661 2759 2768 2728 2608 2718 2675 2692 2708 2752 2728 2761 2770 2759 2604 2765 2610 2775 2633 2722 2667 2754 2717 2698 2595 2614 2628 2765 2764 2640 2670 2730 2742 2589 2777 2597 2673 2733 2616 2746 2773 2611 2610 2608 2584 2633 2674 2690 2630 2759 2709 2750 2607 2742 2627 2774 2696 2646 2681 2644 2587 2781 2734 2690 2743 2636 2762 2633 2589 2615 2743 2746 2626 2718 2609 2766 2709 2688 2703 2710 2684 2762 2726 2762 2744 2713 2748 2766 2646 2754 2789 2741 2745 2768 2634 2733 2612 2639 2683 2759 2752 2676 2754 2740 2679 2631 2674 2753 2785 2754 2748 2595 2732 2727 2748 2781 2749 2748 2716 2669 2668 2765 2622 2658 2740 2682 2635 2767 2593 2745 2690 2766 2780 2766 2745 2686 2751 2635 2629 2752 2717 2635 2743 2617 2762 2771 2613 2757 2697 2691 2725 2620 2743 2749 2746 2686 2742 2669 2694 2715 2754 2746 2677 2639 2768 2759 2708 2748 2587 2751 2761 2693 2762 2766 2680 2749 2673 2741 2762 2629 2645 2746 2649 2773 2744 2741 2760 2635 2751 2642 2734 2758 2592 2638 2640 2754 2768 2757 2772 2629 2703 2603 2711 2738 2699 2648 2721 2707 2713 2597 2779 2671 2764 2745 2748 2727 2721 2782 2684 2679 2706 2778 2716 2641 2736 2752 2764 2655 2658 2739 2752 2654 2689 2693 2736 2667 2716 2723 2686 2747 2754 2626 2609 2635 2744 2703 2691 2677 2721 2640 2768 2630 2777 2684 2653 2737 2641 2600 2664 2589 2764 2736 2762 2605 2720 2634 2754 2632 2731 2710 2721 2602 2652 2603 2613 2632 2614 2588 2734 2745 2638 2745 2631 2762 2747 2663 2689 2742 2743 2660 2748 2655 2630 2672 2685 2644 2758 2758 2684 2651 2620 2679 2619 2646 2608 2573 2757 2705 2656 2697 2675 2747 2743 2629 2755 2659 2649 2596 2765 2754 2627 2704 2601 2664 2756 2611 2640 2687 2758 2791 2563 2621 2643 2769 2651 2580 2596 2742 2758 2764 2737 2757 2655 2639 2685 2627 2631 2617 2737 2644 2688 2724 2761 2773 2711 2630 2591 2751 2775 2657 2616 2649 2775 2765 2601 2731 2684 2743 2783 2640 2648 2674 2761 2790 2734 2723 2611 2720 2647 2743 2744 2746 2626 2640 2739 2763 2636 2652 2649 2632 2652 2800 2770 2761 2695 2729 2633 2624 2630 2624 2737 2763 2666 2628 2666 2627 2727 2763 2770 2688 2704 2737 2653 2725 2669 2606 2761 2613 2766 2672 2659 2665 2753 2603 2748 2607 2661 2662 2671 2731 2650 2668 2753 2720 2742 2753 2769 2588 2623 2714 2698 2746 2769 2628 2753 2761 2632 2626 2753 2688 2747 2684 2648 2747 2731 2741 2761 2656 2746 2742 2627 2750 2633 2617 2736 2628 2618 2638 2760 2721 2769 2721 2662 2586 2626 2632 2742 2699 2757 2584 2768 2640 2744 2746 2672 2752 2682 2591 2762 2640 2676 2737 2747 2591 2727 2650 2732 2726 2690 2657 2642 2762 2650 2712 2632 2745 2654 2751 2630 2766 2747 2795 2714 2759 2731 2611 2750 2739 2601 2757 2771 2628 2664 2735 2608 2762 2771 2751 2734 2746 2753 2627 2697 2766 2752 2773 2645 2718 2641 2627 2756 2754 2634 2669 2636 2663 2745 2688 2611 2704 2602 2736 2644 2623 2642 2757 2589 2783 2667 2661 2680 2670 2742 2663 2667 2756 2652 2750 2743 2747 2775 2738 2622 2698 2679 2711 2660 2760 2620 2722 2624 2769 2754 2768 2697 2746 2622 2634 2673 2672 2751 2618 2746 2669 2734 2657 2686 2601 2624 2658 2738 2660 2595 2772 2642 2637 2755 2722 2776 2743 2792 2661 2760 2650 2755 2634 2747 2731 2758 2637 2661 2759 2756 2741 2699 2619 2667 2609 2757 2668 2782 2674 2785 2756 2682 2770 2678 2694 2657 2775 2765 2760 2653 2644 2624 2683 2612 2600 2672 2714 2625 2778 2658 2698 2753 2758 2681 2674 2734 2623 2620 2603 2725 2654 2766 2750 2647 2613 2714 2759 2773 2754 2625 2768 2761 2713 2640 2771 2671 2724 2765 2593 2754 2638 2653 2745 2784 2662 2627 2768 2648 2648 2756 2754 2629 2620 2658 2773 2748 2631 2635 2642 2758 2689 2713 2759 2685 2706 2707 2760 2778 2703 2754 2727 2578 2652 2586 2679 2716 2605 2643 2719 2775 2780 2755 2642 2649 2770 2759 2752 2771 2767 2734 2623 2765 2710 2765 2778 2665 2672 2762 2780 2773 2600 2727 2618 2666 2665 2677 2598 2740 2777 2633 2757 2753 2621 2723 2731 2617 2763 2621 2706 2589 2741 2707 2658 2611 2672 2752 2639 2598 2771 2727 2738 2742 2758 2747 2750 2682 2662 2739 2766 2737 2737 2630 2691 2760 2638 2734 2631 2755 2758 2680 2656 2772 2634 2743 2702 2645 2705 2629 2704 2674 2777 2627 2665 2758 2677 2635 2780 2632 2720 2582 2757 2675 2714 2733 2697 2610 2580 2643 2642 2770 2741 2600 2639 2743 2678 2680 2626 2761 2610 2745 2740 2696 2577 2634 2580 2595 2624 2597 2748 2773 2761 2747 2758 2667 2707 2757 2618 2766 2640 2614 2713 2767 2743 2616 2604 2753 2602 2704 2659 2743 2646 2680 2729 2643 2765 2636 2668 2556 2744 2721 2737 2777 2752 2718 2710 2679 2778 2668 2629 2747 2661 2711 2657 2638 2688 2770 2723 2656 2640 2763 2661 2638 2747 2654 2761 2613 2758 2569 2774 2747 2759 2557 2774 2604 2742 2622 2616 2748 2657 2781 2768 2634 2635 2594 2750 2761 2633 2727 2647 2666 2751 2674 2590 2776 2643 2635 2675 2671 2670 2667 2684 2749 2696 2643 2631 2583 2605 2689 2589 2667 2612 2739 2739 2750 2590 2738 2738 2737 2757 2780 2620 2720 2766 2783 2626 2758 2738 2743 2604

Tree=0
num_leaves=31
num_cat=0
split_feature=785 263 1097 257 683 712 728 519 728 1166 1102 733 1022 1361 476 728 1100 1447 705 269 1229 1028 714 476 1292 471 871 545 62 941
split_gain=18738 6302.55 5194.25 3935.37 3319.38 2735.98 2680.65 1743.99 1418.28 1386.65 1130.85 1092.69 946.51 1105.24 843.933 820.573 663.318 621.198 558.789 521.682 513.888 481.628 432.799 425.278 413.304 412.33 406.543 392.88 392.133 380.945
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.64966988391888181 1.0000000180025095e-35 -0.76344857304914582 -0.63779424894106762 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -0.94772631485393388 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70335058585943822 1.0000000180025095e-35 1.6293515030253838 -0.24955227496289575 0.39755522621302569 -0.36806838854686125 1.0000000180025095e-35 -0.35861621905537377 1.0000000180025095e-35 -1.0099296266851885 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.73000852908365432 -0.37712515092315846 1.9607587081991176
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 15 14 -4 -1 7 11 10 -7 21 17 13 -11 -2 16 26 19 -9 -6 24 -5 -14 -12 -16 -8 -3 -23 -22 -25
right_child=1 2 4 8 6 9 25 18 -10 12 23 -13 22 -15 20 -17 -18 -19 -20 -21 28 27 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.034783041322337088 -0.036213712923368398 -0.034115009786274096 -0.034769116017567783 -0.034898127843012064 -0.034204420615064082 -0.033165971203915005 -0.034711969803350749 -0.032818349541168204 -0.035159522277538137 -0.032890319506195177 -0.034421460920546147 -0.034241492621997334 -0.031351703273035478 -0.030748153988954034 -0.03604856631410238 -0.035446998677394287 -0.035309650515185191 -0.032495290437494571 -0.031083576916590562 -0.033057298575820286 -0.03584116577407067 -0.03496983754749626 -0.029992086777331076 -0.033327924611571191 -0.03518241696295786 -0.03379347471235624 -0.035161674980941492 -0.033844035575288006 -0.034736529621230805 -0.031328203294726284
leaf_count=3225 20957 24425 23874 19376 6067 4260 13617 3140 26168 5332 4127 9918 3685 5330 16905 20179 11397 18527 6251 22340 5286 5152 7727 11938 12019 10517 5720 14954 18378 1140
internal_value=0 0.205947 0.48809 -0.123018 0.758738 1.95576 0.944229 1.1635 0.204065 2.16461 0.397199 1.01729 2.36572 1.90977 -0.506794 -0.0369472 0.139301 1.15162 1.99558 0.948669 -0.356379 0.187944 2.768 0.858619 -0.559973 0.310647 0.308417 0.42455 -0.113735 1.04567
internal_count=361931 332372 175972 156400 114251 29559 90377 66243 82855 26334 56687 56852 22074 10662 73545 61721 41542 46934 9391 28407 52588 39482 11412 17205 28924 24134 30145 20106 23664 13078
shrinkage=0.0316602


Tree=1
num_leaves=31
num_cat=0
split_feature=785 263 728 548 752 712 1378 540 338 119 125 50 519 608 671 1235 194 50 1235 326 959 752 921 497 401 194 728 200 1166 733
split_gain=15863.3 5739.39 3554.73 3121.97 2458.27 2229.71 1963.9 1483.43 1113 905.973 937.911 902.345 817.188 775.272 937.871 769.102 729.087 618.637 596.152 562.439 505.279 482.799 443.853 434.781 403.704 400.275 379.542 360.867 349.199 348.064
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 0.76023255802283574 -0.76455979573956789 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.98257908251360637 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.64316232591501354 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 1.0000000180025095e-35 -0.68169868102075137 -0.45388603942719924 1.0525743831388839 1.7001250133015622 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.94772631485393388 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 -3 -1 9 23 -7 10 -2 16 18 14 -10 -11 -8 25 -9 24 -13 -19 -22 26 -5 -4 -6 -12 -15 -17
right_child=1 4 17 19 7 8 11 12 13 15 27 20 -14 28 -16 29 -18 21 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.4213900898671843e-05 -0.00071973637762955491 0.00018491644394884739 -0.0014661850072643368 -0.0013445009489965263 0.001214149876350903 0.001619784293548112 -1.7478565254238304e-05 0.00042499838493606463 0.0021382737196601149 0.00010080638122796042 -0.00021436747643331316 0.00090560734330918295 0.0036202066805789026 0.0027065051882046937 0.0043596908944784699 0.0013616774353567011 0.0016214938736198879 -0.00086109371299733983 0.0023127798068355971 -3.4997838284768238e-05 0.0019131270561373588 1.6784552917907867e-05 0.0034739666074623463 0.0023239077347140327 -0.00029973411140406123 -0.00056107984226211002 -0.00011906297282939243 0.0010357589459759856 0.0048191416442782157 0.00024195652166239483
leaf_count=3225 21439 20130 20595 16011 8231 3709 10699 3261 6035 20342 6197 6736 6378 1337 5091 22909 7752 18587 19740 24966 16091 27087 3314 2956 11031 15119 6404 10549 10162 5848
internal_value=0 0.194323 0.0443364 0.211457 0.755017 1.77006 0.387662 1.01524 1.94955 0.192727 -0.0668281 0.754119 1.29915 2.11047 1.71873 0.387227 0.378483 -0.3507 1.10649 -0.256808 1.00576 -0.179078 1.17566 0.508563 -0.485201 -0.575891 0.349343 0.315578 2.46588 0.612245
internal_count=361931 332372 265272 183884 67100 29559 131876 46970 26334 87284 38185 44592 29379 22625 11126 49099 18451 81388 23001 52008 26141 45674 19405 17591 27042 35714 14635 16746 11499 28757
shrinkage=0.00186518


Tree=2
num_leaves=31
num_cat=0
split_feature=785 683 263 1166 188 728 727 519 809 1240 595 677 712 728 548 728 941 1166 1436 1430 705 728 964 1169 1367 1361 831 609 548 666
split_gain=13579.6 5218.97 4619.19 2824.4 2562.79 2010.39 1879.16 1214.37 1182.04 963.456 918.697 902.851 844.83 636.733 585.222 550.527 491.907 480.679 431.909 503.757 413.82 388.63 388.092 385.931 376.886 530.214 351.023 357.939 348.306 343.239
threshold=-0.86283290253235112 -0.76344857304914582 1.0000000180025095e-35 -0.64460186713261591 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5590971551374573 1.0000000180025095e-35 1.3419342387057427 -0.49008176997875957 1.9607587081991176 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.61169912281206062 1.0000000180025095e-35 0.80745641784395206 1.3563391952969075 1.0000000180025095e-35 1.0000000180025095e-35 2.7409957238946445 0.34836266309945185 -0.40317080334297789 1.358136393041484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 4 23 15 7 12 10 11 17 16 -2 -1 28 24 -3 18 -6 19 -5 -9 29 -17 -4 25 -8 27 -7 -10 -11
right_child=1 2 3 5 9 26 14 20 13 21 -12 -13 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00022080423109707643 -0.0016829314344284653 0.00038984179670388145 0.00046738222053883282 0.00061953115021825189 -0.00024258844095705314 0.00019447135945228978 0.0021403578897009972 0.0021921745897481642 0.00062630700677865131 0.001426152892489041 0.00052718298754813437 -0.00045082091603439162 0.00235121267572137 -0.00072250074893845688 0.0018287814331657613 -0.0010281814133438663 0.0033430565181388617 0.00068196994419403062 0.0021122567753710355 0.0019523236261729437 0.0038100891966626467 0.00043529042440687375 8.2149710183465749e-05 -0.00050360763827060585 0.0045209827855182266 0.0043032536808202335 0.0046375067509501567 0.0013965598549179792 -0.00013732116302001202 0.0030878259097592907
leaf_count=2767 19432 7378 18814 8878 18591 18559 3031 3994 18779 10966 9731 24659 9784 18782 1992 36621 3218 19967 25424 9143 5365 5589 6618 11454 8608 3377 297 5204 22646 2263
internal_value=0 0.183516 0.36462 0.648462 0.0249451 0.831639 1.61594 1.01551 -0.236872 0.334453 0.893489 -0.521602 0.992117 -0.0357349 2.02715 -0.354708 1.01241 0.131543 0.951943 0.698964 1.68242 0.729644 -0.454614 0.0576995 2.15314 1.78186 0.282833 0.250773 0.114886 0.921269
internal_count=361931 332372 228074 120081 107993 89813 29559 65753 104298 57376 56394 44091 12551 60207 17008 50617 46663 38558 43445 18021 9359 18818 43239 30268 15016 6408 24060 23763 41425 13229
shrinkage=0.00187547


Tree=3
num_leaves=31
num_cat=0
split_feature=785 545 263 959 50 728 712 733 257 1166 895 519 263 56 119 1442 728 728 1470 803 734 1361 1028 804 728 1447 664 194 476 1229
split_gain=11727.9 4798.27 4099.77 2749.51 2444.05 1765.05 1570.7 1055.36 965.265 901.57 898.52 831.338 642.916 584.049 804.756 526.911 522.254 516.435 481.326 437.169 429.906 420.907 417.076 374.049 345.584 338.662 328.306 325.844 325.69 311.354
threshold=-0.86283290253235112 -1.0372938969678034 1.0000000180025095e-35 -0.68169868102075137 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.94772631485393388 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.962738934255707 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.9682860324222273 1.968508212070009 1.0000000180025095e-35 -0.66275050977156291 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5271592296785539 -0.70335058585943822 0.68842730247739281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 4 21 18 7 -1 11 12 -8 22 15 -2 14 -11 -5 25 23 -3 27 29 -4 -6 -12 -23 -10 -7 -17 -15 -20
right_child=1 2 3 5 10 26 9 -9 16 13 17 -13 -14 28 -16 19 -18 -19 20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.2444079302442302e-06 -0.0013232076802168848 0.0007980500504642437 -0.00044667028844610492 0.0005277550574772315 -0.00028701146077841661 0.00056522653634915167 0.0011313733541105301 0.00051668582946253231 -4.3495828921230067e-05 0.0012750519971129911 0.0010728046201159056 0.0024350493365535523 -0.00043434618483258609 0.0015627302108860092 0.0029583243522794509 0.0013192565373095452 -0.00063025411225268481 0.0001967205075141673 -0.00081058374785630957 0.002675675787416907 0.00062688273028118605 0.00065169893059465953 0.00042109767876860284 0.0023526411028711924 -0.00030727480455226781 0.00080234497673405754 -0.00043481466427916417 0.0021029984306209946 0.0032495172581403411 -4.6541918432271703e-05
leaf_count=3225 18078 2906 12913 6380 14720 20953 4260 12078 28914 5103 11638 8398 21509 1157 4960 34145 16075 6307 39983 2830 3015 12466 25767 2734 6456 6259 4508 5965 10854 7375
internal_value=0 0.173418 0.329744 0.587954 0.0181351 0.761116 1.48531 0.926318 -0.272643 1.62539 0.308475 1.03872 -0.543944 1.77415 1.41946 0.930832 -0.0734008 0.668337 -0.346443 1.01074 -0.400225 0.0181159 0.114219 0.881284 0.224812 0.0742724 0.261163 0.952955 2.05285 -0.454935
internal_count=361931 332372 241537 127092 114445 95257 29559 69796 90835 26334 61166 57718 39587 22074 10063 49320 51248 20679 53279 42940 50373 31835 40487 14372 18922 35173 25461 40110 12011 47358
shrinkage=0.0015118


Tree=4
num_leaves=31
num_cat=0
split_feature=785 548 728 263 964 727 470 188 194 1097 941 889 1028 470 1028 464 705 341 545 50 125 188 519 1361 1442 1022 1154 831 959 181
split_gain=10205.1 4468.43 3792.95 2667.01 1622.91 1414.05 957.11 744.941 757.274 737.728 669.157 638.321 631.25 673.129 553.515 542.021 527.48 485.169 482.971 448.484 408.933 368.734 332.754 318.711 311.77 300.136 379.376 292.533 289.438 273.614
threshold=-0.86283290253235112 0.76023255802283574 1.0000000180025095e-35 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.95342879297703587 1.9607587081991176 1.0000000180025095e-35 -0.35861621905537377 1.0000000180025095e-35 -0.35861621905537377 1.0000000180025095e-35 0.62883063453998334 1.3462168560862613 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -1.2625182715263061 1.0000000180025095e-35 1.0000000180025095e-35 2.945174225400931 -0.37718676718711608 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 11 15 8 -2 -5 19 -1 -4 21 23 -3 -11 25 -8 20 -6 -14 -18 -9 -21 26 -7 -15 -10 -16
right_child=1 6 12 9 10 17 18 14 28 16 -12 -13 13 27 29 -17 22 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023686787201182705 -0.0007591419114996974 -0.0015384347891207355 -0.00078534772499805957 0.00081727959270161746 -7.659749755713908e-06 0.0021618643277742412 -0.0004339898731888819 -0.00054471941780302301 -0.00025724980177522225 0.0016871320389597125 0.00306288038392666 0.00043350112298231447 -0.0011682610848817239 0.00055772974293465756 0.0013006633284816905 -0.00051963236993666758 0.0023626935199810954 0.0017298761476403275 0.00052108072183037406 0.00047533720213803661 0.0013647326667723069 3.1552107698811267e-05 0.003695027333153994 0.00053998899270930108 0.0017563687283650728 0.0041792025137282751 0.0039892279925143439 0.0047804551166053021 0.00092105373728004595 0.000182001809847083
leaf_count=7707 21361 23063 28582 8910 9859 3579 30379 8412 6447 15050 3434 4844 9937 21587 20587 21481 9743 2298 15687 4424 7150 11715 4104 15011 19408 7858 3273 258 10639 5144
internal_value=0 0.163978 0.314099 0.483257 0.332329 1.37309 -0.267176 0.156539 -0.0790549 0.96165 0.661117 0.841088 -0.12378 0.0423175 0.329357 -0.510865 1.11152 1.71537 -0.0468914 0.58161 0.305478 -0.245967 1.388 0.0800492 0.762981 1.83531 1.53444 0.307998 0.249125 0.539715
internal_count=361931 332372 241762 169683 131876 29559 90610 87601 38447 37807 44275 12551 72079 43497 49154 44544 28897 17008 46066 40841 17009 21652 13847 23423 23832 14710 6852 21845 17086 25731
shrinkage=0.00201311


Tree=5
num_leaves=31
num_cat=0
split_feature=785 263 1378 747 728 712 476 728 1235 1022 1361 338 895 602 608 671 802 21 519 497 872 683 1235 50 401 50 728 119 332 21
split_gain=10615.7 4496.7 2934.89 1869.47 1557.16 1447.71 1293.69 1247.62 945.461 935.589 955.955 886.781 879.182 707.428 605.82 774.608 554.987 519.977 507.361 460.415 422.719 411.003 391.847 389.542 397.756 387.904 378.659 295.923 285.464 262.83
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.70335058585943822 1.0000000180025095e-35 -0.94625487755706195 1.0000000180025095e-35 1.0000000180025095e-35 -0.98257908251360637 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 2.1420547332082829 1.8511096242798462 0.85297537480346686 -1.07329023030195 -0.34006977427296536 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -2.9709283393608152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 19 6 -1 13 12 -5 10 -8 -7 23 -2 15 -13 22 -6 21 26 -14 -10 -11 24 -4 28 -3 -12 -19 -15
right_child=1 3 7 8 17 11 9 -9 18 16 27 14 20 29 -16 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.5958675407930913e-05 -0.0011524238217381611 0.0006233851964426619 -0.00055982851182919335 0.00043355044074826356 0.0051020494506757372 0.0011091538853830755 -0.00070754068748456308 -0.00012865215313818948 0.00012383994281536226 0.00037519935362925045 -0.00010115987339242359 0.0015323961271347677 0.001260251096672198 0.0053340508999453915 0.0035841411454081967 0.0034107051974487904 -0.00018526111822237854 -0.0012772724248346452 0.0029090797809080463 0.0016008952273544408 0.0024416785013217537 0.0019094545760796127 0.0012922904674240027 0.00094765454637914129 0.00080890026001935943 -0.00020462470487145562 -0.00036281737915959693 0.00085697411592345501 -0.00060890342651273685 -0.00014081195291752843
leaf_count=3225 19549 15234 8188 7212 211 3709 21996 22049 2297 11384 8652 6035 18403 120 11499 5091 8372 26811 6364 4277 5639 20953 20038 17171 5858 13659 10763 12752 18658 25762
internal_value=0 0.166663 0.032586 0.65298 -0.120748 1.40385 0.0131411 0.38665 0.958804 0.171728 -0.0555561 1.53624 0.553635 -0.297022 1.67191 1.3409 0.408263 -0.429055 1.11248 0.242833 0.852407 0.964131 0.535853 0.307741 0.0291127 -0.443139 0.129267 0.267692 -0.546282 -0.0605548
internal_count=361931 332372 265272 67100 187964 29559 128625 77308 36826 83194 43400 26334 55259 45431 22625 11126 39794 59339 29614 30274 24042 23250 31422 31217 14046 59128 25997 21404 45469 25882
shrinkage=0.00181991


Tree=6
num_leaves=31
num_cat=0
split_feature=785 548 728 263 1378 705 871 608 959 1022 1361 821 50 470 712 1166 705 194 602 852 269 188 802 470 119 471 519 545 959 1169
split_gain=9103.94 4116.47 3546 2409.47 1550.22 1238.72 758.739 750.904 694.213 675.709 773.647 614.18 601.368 600.139 520.443 506.317 473.901 462.992 440.738 417.031 392.39 381.844 369.172 353.342 501.227 333.366 331.669 304.32 267.881 266.337
threshold=-0.86283290253235112 1.0510833983642893 1.0000000180025095e-35 0.66115833724634121 1.0000000180025095e-35 0.063490747518531274 1.0000000180025095e-35 1.0000000180025095e-35 -0.98621059485438678 1.0000000180025095e-35 1.0000000180025095e-35 -1.0305144854359449 1.0000000180025095e-35 1.0000000180025095e-35 -1.5590971551374573 -0.94772631485393388 0.46179839519273613 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 -0.36806838854686125 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -0.98621059485438678 1.3563391952969075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 14 9 18 -5 10 -2 -4 17 21 -1 -7 -10 -6 -3 28 -11 -13 27 24 -17 -15 -18 -9 -14 -16
right_child=1 7 11 8 12 15 -8 22 16 20 -12 13 19 25 29 23 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030715030156619493 -0.00068150615073242341 -0.0016539930369281388 -0.00099274496153919315 0.0007501843715907601 1.5488480464223218e-05 0.0015635906660293913 -0.00054602534887577571 -0.00027527611909295135 0.0015416539074022185 0.00029409971067925094 0.00068106884329866728 -0.0012160792499830691 0.00051372409095486193 2.1343015828675724e-05 0.0023816936063222487 0.0019004259913035443 0.0022461945114200829 0.0014594527656312587 -0.00061083336568258509 0.0029396238051731254 0.0012976019267654209 -4.5019982737119475e-05 -0.0010031883588872783 0.0041461223029243821 0.0039614490277665136 0.0010554725350195515 0.003519433893537973 0.00072039307178939707 0.001723675116873976 0.00042745657885300578
leaf_count=2662 17500 20089 20921 9011 11104 2551 19356 20568 13036 13064 19351 11878 4900 16518 6789 3994 12473 8085 18912 4379 22869 14900 9897 8185 3781 11326 4782 9799 17654 1597
internal_value=0 0.156416 0.287115 0.446008 0.305885 1.28853 0.138357 -0.298676 0.888255 0.238179 0.0260644 -0.127957 0.619278 -0.00613321 0.739046 1.57333 1.0268 0.319024 -0.530596 0.814004 0.445577 -0.253961 -0.0889933 1.68918 1.3923 0.215076 1.23786 0.029996 0.696298 0.957065
internal_count=361931 332372 253107 177564 138262 29559 92140 79265 39302 72784 36851 75543 46122 54622 11048 18511 30291 19189 39001 26933 35933 26778 40264 15960 7775 27844 17255 30367 22554 8386
shrinkage=0.00212729


Tree=7
num_leaves=31
num_cat=0
split_feature=785 545 263 959 188 728 727 457 257 1309 519 263 889 1445 528 476 728 1091 728 872 1361 200 664 526 1469 1154 723 1022 1361 734
split_gain=8007.99 3804.35 3065.65 2086.02 2021.26 1331.33 1091.07 933.828 836.247 745.273 602.113 567.405 504.088 501.112 474.288 428.803 416.439 401.778 391.791 386.792 352.799 348.369 323.736 316.345 314.477 303.525 296.494 286.115 372.118 269.251
threshold=-0.86283290253235112 -1.0372938969678034 1.0000000180025095e-35 -0.98621059485438678 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.3475299883120082 1.3633726830512116 -1.0099296266851885 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.85297537480346686 1.0000000180025095e-35 -0.36829310061983322 1.0000000180025095e-35 1.0000000180025095e-35 -0.81490090580954255 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.968508212070009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 4 20 14 7 12 10 11 18 13 -2 -1 19 17 -8 24 25 23 -5 -4 -19 -7 -6 -10 -3 -12 28 -17 -11
right_child=1 2 3 5 9 22 15 -9 16 29 26 -13 -14 -15 -16 27 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017733122186845329 -0.0014325296916858025 -0.0013320669528891411 -0.00066986230452377026 0.0013038671173916257 0.00062363401618503159 0.00055007766601221082 0.0009806481773263374 0.00042014061701177457 0.00069648300438706213 0.00092094407065646162 0.00089628563374184711 -0.00046579430257552589 0.00031578109405443341 0.0004223963490993226 0.00050837975937821265 0.0014399399393899351 -0.00065574106031632284 -0.0012334692574893066 -0.00038210352851891088 0.0020986010093182062 0.00024553044687678968 2.13612606537336e-05 -0.00054013515887098632 -0.00034251194719035224 -0.00011251956147177466 -0.00047489267290103755 0.0025500929868410597 0.0031264114449024438 0.0029331826227999591 0.0025029623675805589
leaf_count=7707 18078 17686 10577 35999 21750 22380 1789 13009 9237 18451 1590 21509 4844 6922 5559 3498 16075 4616 13362 9212 15224 14820 4905 6245 25936 10553 7274 8085 3636 1403
internal_value=0 0.148039 0.284689 0.503149 0.0135573 0.630535 1.20091 0.766113 -0.253208 0.273141 0.867079 -0.510266 0.738639 0.77869 -0.323604 1.49362 -0.0686496 -0.399925 0.10159 0.854163 -0.0681734 -0.151494 0.211554 0.242316 0.0615064 -0.580772 1.32615 1.58755 1.30575 0.60608
internal_count=361931 332372 241537 127092 114445 101291 29559 74006 90835 61211 60997 39587 12551 52133 53234 17008 51248 47675 41357 45211 25801 19436 27285 27995 35173 28239 8864 15219 7134 19854
shrinkage=0.00172341


Tree=8
num_leaves=31
num_cat=0
split_feature=785 548 728 125 67 470 712 476 1097 464 614 890 1304 921 470 1304 884 1292 1022 1361 784 705 1430 1022 789 497 188 1469 1436 21
split_gain=7076.29 3539.93 2600.04 1662.28 1218.37 1062.4 966.516 651.389 622.507 595.551 582.232 501.717 494.824 477.664 463.832 454.433 444.806 571.141 437.083 498.459 397.351 383.568 375.153 384.626 299.476 295.88 286.384 276.595 260.434 251.786
threshold=-0.86283290253235112 0.1785308773399289 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.70335058585943822 -0.64966988391888181 1.0000000180025095e-35 -1.0625654336828987 -0.4085554837980378 -0.94892239677896928 1.0525743831388839 1.0000000180025095e-35 -0.34281947587212225 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 0.70592243731563598 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.8511096242798462 1.0000000180025095e-35 -1.2909259808610625 1.0000000180025095e-35 -2.9709283393608152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 8 9 -1 -8 -2 -3 -7 -4 -5 22 26 -12 17 28 19 27 -15 -17 23 -6 25 -14 -13 -10 -9 -11
right_child=1 5 11 12 13 10 7 16 18 29 15 14 24 20 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.2334216555070063e-05 -0.00028887150873584789 -0.0012368959955143476 -0.00066426503524172733 0.00066423127566580425 -0.00019199543414871547 -0.00048248573390102063 0.0008727218799160772 0.00056032336807588666 0.0019107790137156059 0.0059984670846461325 -0.00026103838305249684 -0.00096122813824865629 0.0016773953247612792 0.0013644868052125189 0.00053171234665136782 0.00032670858972516512 0.0029581226472472377 0.0027489521043710424 0.0009010423708607977 0.00067714436331257411 0.0033330133848823262 0.0014516200659762995 0.0012655846815376832 0.0010782209677314522 0.00085134761712989321 0.0026745554092475776 7.1875075515911258e-05 -0.00061511059675015026 0.0022488274655488752 -0.00037093953490031283
leaf_count=3225 24850 28883 24271 8791 8154 24399 3856 3781 715 85 13068 8979 19160 4549 20340 14658 11576 5405 22794 13047 2136 6785 19869 7337 4613 4809 11105 11972 1716 27003
internal_value=0 0.140174 0.296823 0.440387 0.307313 -0.18485 1.12307 1.22515 0.135723 -0.418198 0.0165025 -0.089207 0.805662 0.590588 0.0590736 0.191225 1.33931 1.05904 0.273134 0.0754921 1.08998 0.376416 0.489431 0.23485 0.925965 1.01425 -0.193035 -0.244058 0.60125 -0.184488
internal_count=361931 332372 217491 152796 115423 114881 29559 26334 73378 55971 58910 64695 37373 42045 40424 34511 22478 10902 48528 25734 6685 21443 35360 15491 28582 23969 20084 12687 5497 27088
shrinkage=0.00186983


Tree=9
num_leaves=31
num_cat=0
split_feature=785 1100 728 263 50 683 705 181 1022 526 200 550 1016 751 470 519 203 1097 821 941 188 1097 1470 250 497 746 194 119 940 596
split_gain=6278.2 3352.89 2636.98 1907.27 1431.68 1178.63 910.531 710.026 671.557 663.418 526.926 513.505 497.316 465.609 442.058 429.476 369.193 364.683 348.779 341.712 323.249 310.513 290.609 269.284 261.232 250.479 249.608 370.009 249.423 247.101
threshold=-0.86283290253235112 1.0486018294583193 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.76344857304914582 0.28191752204954684 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.97734522064874174 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0605395091208547 -0.95342879297703587 1.0000000180025095e-35 1.9607587081991176 1.0000000180025095e-35 -0.64966988391888181 -1.2126727935954851 1.0000000180025095e-35 2.1570521254726853 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9758895415007218
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 16 28 13 10 12 14 -7 23 -3 -1 20 19 22 -8 -16 25 -4 -10 -2 -6 -20 -12 27 -19 -5 -13
right_child=1 8 9 5 11 7 17 -9 21 -11 15 29 -14 -15 18 -17 -18 26 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015629533459619288 0.00088781746597996203 -0.0012753086097927171 -0.00087936658452924242 0.00048634153701472137 0.00051404974253163181 0.00053765516655611845 0.00088721155817315445 0.00040829320364277566 -0.00041450561920294013 -0.00097225746778916463 0.00078267437459184552 0.00099125019003455032 -0.00039952807347191601 0.00024332086589055161 -0.0002112106946470518 0.0021948091890584215 -0.0011048111692990043 0.0011551562139046111 0.0004651341354452155 0.0024322666865670035 -3.892310287159539e-05 0.0002541074815055519 -0.00030629089537052937 -0.00036242655276782311 0.0020609132343694472 0.0014172444456468773 0.0027731032237594683 0.0026844839657453631 -0.00040485383956432257 0.0025366432430906946
leaf_count=8382 3282 20214 12590 21872 22222 8580 1899 12059 24165 13867 10205 15160 19115 5054 13182 7255 8467 3223 16718 2821 16609 16291 25206 6289 1354 27962 7941 3060 5631 1256
internal_value=0 0.132757 0.250883 0.384665 0.130579 0.574606 1.05337 0.708096 -0.274693 -0.114097 0.798215 0.375124 -0.491503 0.663362 -0.0142773 0.875685 -0.215731 1.33502 0.163633 0.791182 -0.223123 -0.0768622 -0.0945073 0.19403 0.352078 0.7386 1.4283 1.14729 0.184176 0.661302
internal_count=361931 332372 252587 178267 81882 96385 29559 68882 79785 74320 56823 44927 39329 13436 60453 48243 36955 16123 31254 40988 29199 40456 28488 28511 18072 38167 14224 6283 27503 16416
shrinkage=0.00169708


Tree=10
num_leaves=31
num_cat=0
split_feature=785 1309 746 200 602 1166 664 727 125 50 705 545 821 21 728 21 1238 718 734 852 497 1009 181 1436 50 410 1235 1223 747 1430
split_gain=5586.48 3171.06 2035.46 1390.81 1186.12 1025.1 955.25 827.918 736.033 650.697 633.733 508.874 505.209 430.375 416.493 380.847 376.401 362.749 350.602 336.982 331.539 330.647 329.542 283.586 276.837 269.864 269.214 264.393 249.55 247.67
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.67281916063428748 1.0000000180025095e-35 -0.64460186713261591 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.74446833870346218 -0.73000852908365432 -1.0305144854359449 -2.9709283393608152 1.0000000180025095e-35 -3.2545899522946695 1.6236383842237581 1.0159173274103563 1.968508212070009 1.0747610123934368 1.6127128701036082 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 1.3527170775418222 -0.94625487755706195 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 15 11 -5 8 17 9 -3 22 -2 -10 -6 21 -4 25 29 23 28 -12 26 -7 27 -17 -9 -15 -13 -14 -1
right_child=1 6 3 5 13 10 -8 16 12 -11 20 18 19 14 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00080516171862089726 -0.0016305713960219053 -0.00014158702032245437 0.0055866678243970671 -8.2416642896104752e-05 0.0055389239141914104 0.00079893766520864099 -0.00011909445992994241 0.0026348483882672382 0.00046983650983467058 0.00098852569452985905 0.0012651559834586357 -0.0014148928957552292 0.0007963485520855768 -0.0001641325749226383 -0.00063358800466702266 -0.00048731024238922384 0.0006501316197998438 -0.00028483453934607342 0.00079079755200356264 0.0023747149212550566 0.0026265473724451007 -0.00056630731413264909 -0.00017148316507410862 -0.00027674596889086533 0.0002614996339301652 0.0011071427144964659 0.00063865435818016153 -0.00035617054758234774 0.0015634892102683823 0.0019476417002967504
leaf_count=4881 16346 15555 154 25222 189 29579 15516 13770 9880 20589 13972 15662 9153 11472 18378 34831 1606 2689 2506 5215 2696 8975 7326 11802 11217 1632 18483 6019 21635 4981
internal_value=0 0.125786 -0.0173085 0.166621 -0.247383 0.333388 0.443414 0.990157 0.530417 0.291326 0.489411 -0.506571 0.696876 -0.033228 -0.0455873 -0.14538 1.23975 0.594073 -0.360252 0.800477 0.809772 0.077227 0.328873 -0.425622 -0.158518 1.32167 0.183945 -0.586142 0.717933 0.744398
internal_count=361931 332372 234829 124997 109832 78795 97543 29559 82027 36144 53573 52335 45883 57497 57308 46202 17008 12551 35989 36003 16668 38930 36905 33483 46048 15402 29955 21681 30788 9862
shrinkage=0.00188224


Tree=11
num_leaves=31
num_cat=0
split_feature=785 479 728 1447 1022 1430 705 263 200 852 821 395 470 519 1166 125 119 21 614 1436 56 119 752 67 67 475 1028 789 21 200
split_gain=4985.07 3026.38 2242.14 1544.33 1039.66 994.96 740.5 634.799 610.495 597.985 522.965 482.181 465.369 426.243 385.089 378.646 358.525 358.321 326.088 319.673 287.083 386.078 283.007 278.684 276.999 274.999 267.66 235.136 197.852 191.482
threshold=-0.86283290253235112 0.79973094156546287 1.0000000180025095e-35 -0.24955227496289575 1.0000000180025095e-35 1.0000000180025095e-35 -0.064995590440889636 1.0000000180025095e-35 -0.67281916063428748 1.0747610123934368 -1.0305144854359449 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 -0.64460186713261591 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 0.17121893931626669 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.76455979573956789 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.96688480048775205 1.1248358748350926 -3.9164670491403295 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 19 25 11 -6 12 -4 -3 16 23 -8 -10 -5 -9 -19 -2 21 -16 -17 28 -7 -1 -14 -24 -12 -20
right_child=1 7 10 9 8 24 14 17 15 -11 13 -13 26 -15 20 22 -18 18 29 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014705979665159479 -0.0010249136688495429 -0.0014095932822744438 -0.00084225275580934831 -6.449490697860383e-05 0.00012721259085671143 0.00021769572452680548 0.0010585159928075539 0.0056486717121401889 0.00048932294289917837 0.0022196679169336772 0.0056602580506100765 -0.00042369862401606844 0.000560192967972238 0.0015603938602529452 0.0010562861918960245 0.00042292987105593517 0.0010331145453964612 -0.00044812445973753086 -0.00020668964534933837 0.00014417311680745909 0.0028867462744997792 0.002739739876476245 0.0017103113652054444 0.00036954858357981721 0.0011616525303932298 9.6967810162963255e-05 0.0015790233911094659 0.0005607985813044675 -0.00035917834576611792 0.00077433619121746095
leaf_count=5538 18363 22873 20991 9959 19071 19361 3399 161 14715 8604 85 20476 5860 2963 3827 5292 13189 28601 6725 6099 8995 3596 17661 17243 7891 4204 23268 3488 31513 7920
internal_value=0 0.119182 0.237096 0.361575 0.208362 -0.0241828 0.932616 -0.248138 0.391739 0.621796 -0.103438 -0.453869 0.536136 0.0130625 1.12371 0.528187 0.302721 -0.0664149 -0.0801842 -0.359074 1.23222 0.959713 0.666703 -0.0406842 0.252212 0.473733 0.699493 0.7627 -0.168602 0.173008
internal_count=361931 332372 245616 172821 111941 51714 29559 86756 60227 60880 72795 43349 52276 51804 19817 41156 23148 43407 43246 24462 16418 7423 26441 48841 27252 9742 29128 21149 31598 14645
shrinkage=0.0020031


Tree=12
num_leaves=31
num_cat=0
split_feature=785 341 728 871 263 869 727 803 21 470 464 1430 1367 595 1469 752 819 341 959 545 706 56 188 269 804 789 1097 1430 1229 1238
split_gain=4460.56 2832.25 2069.95 1505.29 1089.27 881.025 687.245 649.77 623.392 609.963 575.273 539.448 587.573 496.495 428.726 401.381 390.931 331.448 327.408 315.182 305.56 295.805 320.335 288.916 272.929 269.449 255.514 252.311 285.052 228.631
threshold=-0.86283290253235112 0.76477020397632989 1.0000000180025095e-35 1.0000000180025095e-35 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 -0.45388603942719924 1.0000000180025095e-35 1.6369401821412268 -1.2907225086880219 -1.0372938969678034 0.62672487627420737 1.0000000180025095e-35 1.0000000180025095e-35 -0.36806838854686125 2.2521318533151415 1.1248358748350926 -0.95342879297703587 1.0000000180025095e-35 1.0000000180025095e-35 1.3335791531818588
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 20 11 -3 10 -10 12 14 15 -2 -4 23 29 -6 -13 -1 22 -17 -11 -21 -20 -5 28 -7 -8
right_child=1 8 13 26 18 27 17 -9 9 16 -12 19 -14 -15 -16 21 -18 -19 25 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00029371219802929561 0.0019294690557003743 0.0051130275538117899 -0.00057523303135369078 -0.000827911223774365 0.00053617142405279581 -0.00093496480006589953 0.0025099803982681144 0.0023191749747722783 -0.0014446204396410312 -0.00029020834155707003 -0.00038056558393082858 0.00036149415929902072 0.00092310560855891237 -0.0010240707355763734 -0.00053709927594491522 -0.00091377287942965278 -0.0010344923034200182 0.00049476936753360418 0.0018394682061573867 0.001227408992686732 0.0015357275269203576 0.00057167313032849417 0.00031071878836410401 0.00048288111099072188 0.0028687239446429391 0.00078715261403904406 6.2384228218470737e-05 0.00040695111097235502 0.00025874405106668776 0.0011470765506432818
leaf_count=5567 1353 307 19909 9147 5529 8053 13534 4855 22857 22545 21312 7980 15757 13155 13166 8362 8213 1530 22098 26828 6984 20411 9875 15088 1651 4525 21959 19978 7459 1944
internal_value=0 0.11296 0.229971 0.349673 0.438766 0.330127 0.880172 0.461879 -0.233026 -0.245631 -0.447429 0.404558 0.189105 -0.100804 -0.139099 -0.0142221 -0.0739009 1.10591 0.75283 0.572107 0.521953 0.113221 -0.104258 0.0185012 0.668044 0.835287 -0.0904653 0.048211 -0.166036 1.18003
internal_count=361931 332372 242050 170338 139232 107080 29559 71590 90322 90015 44169 66735 30276 71712 14519 58557 45846 17008 32152 36459 12551 38648 18237 37633 28479 26623 31106 35490 15512 15478
shrinkage=0.00199392


Tree=13
num_leaves=31
num_cat=0
split_feature=785 1100 388 728 125 188 545 338 1022 133 1367 1430 746 1016 728 1469 519 872 1361 131 1470 497 407 665 470 804 728 263 1430 1469
split_gain=3997.65 2659.63 2054.44 1599.83 1107.72 1013.23 745.372 647.304 460.605 457.573 449.62 678.448 364.186 359.463 356.554 349.796 347.376 325.088 306.596 275.387 273.576 259.485 246.446 244.315 236.957 229.291 227.525 214.4 205.168 204.339
threshold=-0.86283290253235112 1.3389766662418514 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0372938969678034 -0.98257908251360637 1.0000000180025095e-35 0.5744186475241726 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86604409569111074 2.1420547332082829 0.85297537480346686 1.0000000180025095e-35 -0.67630721506970115 -1.2126727935954851 1.7001250133015622 -0.99036325415606752 0.85652824257920523 1.0000000180025095e-35 1.3537602816678871 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -1.1729032349805202
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 20 -6 -1 13 16 11 27 18 -3 24 -7 17 29 -5 -14 -2 -21 -17 -22 -4 -19 -12 -9 -24 -8
right_child=1 8 14 12 6 15 9 10 -10 -11 26 -13 19 -15 -16 22 -18 25 -20 21 23 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00033700466949950701 0.0010125198626488171 -0.0017594372391090977 -0.0006865996228314304 -0.0011424093768141142 0.00042607675233843055 0.0017951604837883463 0.0022406571384133507 -0.00047461358568771136 -0.00029135290379178597 0.00041995764006240173 0.00059666271055968995 0.0025631073344924969 -0.00036636733706320437 -0.00062133433724001583 -0.0012201992375328087 -0.00014136563843557403 0.0024737766392835489 0.0019129038058330531 -3.3837790033723386e-05 0.00043873127107492161 -0.00081119226894157655 0.0021625378166674754 0.00028350559631926727 0.00046709838070204795 0.00015813984202266452 0.0038091476892223035 0.0028444243741426668 0.0013042325829824971 0.0013058355486847051 0.0011599810004336044
leaf_count=4634 3464 17135 17123 12870 21292 8433 4200 3040 33718 8176 1216 5497 11408 16054 14963 7478 7999 8660 17491 19325 21127 2299 7500 5201 18371 1460 12623 2549 12417 34208
internal_value=0 0.107078 0.199406 0.286884 0.396846 0.177419 0.542073 0.83165 -0.304269 0.641047 0.941828 0.65581 -0.0216941 -0.503838 -0.21123 0.401959 0.701462 0.634096 -0.209026 0.135248 -0.148535 0.275277 0.285046 -0.231906 -0.0967469 0.943377 1.15531 0.165018 0.399957 0.547915
internal_count=361931 332372 265465 215008 151615 65620 85995 29559 66907 64703 24925 11086 63393 33189 50457 35828 56527 48528 30361 33032 29792 21624 27395 26328 35494 10120 13839 5589 19917 38408
shrinkage=0.00234063


Tree=14
num_leaves=31
num_cat=0
split_feature=785 341 964 815 1166 1361 803 727 21 470 125 464 752 497 257 1469 1436 819 540 548 595 733 706 269 728 1458 752 728 890 1470
split_gain=4021.69 2725.5 1890.94 1225.15 859.377 782.088 691.891 673.812 623.564 579.493 578.969 564.008 518.914 443.048 425.347 402.123 406.063 386.159 350.074 321.837 313.457 288.315 285.967 276.212 255.479 254.194 252.607 237.174 236.955 235.932
threshold=-0.86283290253235112 0.76477020397632989 1.0000000180025095e-35 1.0000000180025095e-35 -0.64460186713261591 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.76455979573956789 1.9703080013679652 1.0000000180025095e-35 -1.2673214316849539 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6327850790471963 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 -0.36806838854686125 -0.49008176997875957 1.8460070869938618 -0.45388603942719924 1.0000000180025095e-35 -0.4085554837980378 -1.3309395413702885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 25 15 10 22 -3 11 14 -10 -6 21 29 -2 -17 23 -12 -9 24 -14 -1 -11 -7 27 -26 -5 -18 -4
right_child=1 8 6 4 12 20 -8 19 9 17 18 -13 13 -15 -16 16 28 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00020230284894030398 0.00096897850553446694 0.0043198007258447579 0.0019010711278611278 6.0836460800380449e-05 1.7315256276617552e-06 0.00094088708056465462 0.0019502264678520774 0.0018901605261304804 -0.0012083794426108387 -0.00024682998673841705 0.00052362519724822795 -0.00031700587312693781 0.00085081635888177142 0.001786159663246342 0.00068277630254791799 -0.0010906860098150904 -0.00095465027842707093 -0.00087537638145808764 0.0011945511708227497 0.00019236404289138607 -0.00054787746338155134 2.6269594346178802e-05 0.0012125837804003452 0.00039067833669254753 -0.00041004802083490161 0.0011881191828109685 0.00038110664945986927 -0.00064972940800827597 0.00020212341278067888 -0.00028383166329165935
leaf_count=5567 1885 307 664 21458 12523 6123 5459 15754 22857 22545 14754 21312 30729 4462 18391 21479 4169 8213 26767 1254 8250 6721 6984 15088 8963 2006 15940 10270 7121 13916
internal_value=0 0.107513 0.222068 0.0825965 0.247381 -0.135881 0.481001 0.834437 -0.232321 -0.244942 0.425319 -0.442339 0.402068 0.504797 0.203348 -0.391831 -0.455044 -0.0778679 0.579303 1.05797 0.0729589 0.425413 0.481424 0.0138727 0.170578 -0.0390038 0.068977 -0.0891537 -0.114246 -0.0995888
internal_count=361931 332372 242050 162099 88169 73930 79951 29559 90322 90015 74492 44169 54435 41912 32971 34654 32769 45846 41521 17008 39276 37450 12551 37633 31026 33734 24903 31728 11290 14580
shrinkage=0.00168284


Tree=15
num_leaves=31
num_cat=0
split_feature=785 548 728 67 125 1235 1169 188 921 728 664 784 677 878 21 608 1309 705 1022 1361 1147 194 602 497 119 1193 1304 1469 852 1430
split_gain=4151.57 2780.73 2070.56 1508.28 1061.14 698.694 652.813 642.888 537.997 493.895 461.255 441.919 422.004 430.476 418.965 407.304 405.798 398.6 379.897 471.704 317.275 310.098 289.017 277.547 234.507 233.164 225.965 224.807 209.974 204.582
threshold=-0.86283290253235112 1.3419342387057427 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.64316232591501354 1.3563391952969075 1.0000000180025095e-35 1.0525743831388839 -0.49008176997875957 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 0.29878677988246938 0.86010604286694103 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2206245932530155 1.0000000180025095e-35 4.2386806022684906 -0.64587093632554571 -0.64966906157678339 -0.22706799479215015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 29 9 -2 12 -1 16 -10 13 -5 -3 22 21 20 19 -11 -7 24 -16 -19 -4 -12 -23 -9 -14 -6
right_child=1 14 10 8 5 17 -8 27 11 18 25 -13 28 -15 15 -17 -18 23 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00014917555102130574 -0.00074340092325009049 0.005579298229641835 -0.001255197562345137 -0.00011166152489940637 -0.00048983954174919905 0.00090503515118133091 0.00029721081261586041 0.00083758023070033231 0.0014440567649549442 0.00071055121618001369 -0.0010591102995476064 0.0033124775354402159 0.0008693774659164833 0.0010666088248882817 -0.0015498058861562226 -0.00032935792961509558 0.00065785258537837176 0.0012934089063939022 0.002567168737544714 0.0023190436244360591 -0.00016744550783446004 -0.00046774263664143531 -0.00063123346732778533 0.0028992766344607618 -0.00027503745309610388 0.0053100264989854136 0.00037086469410837754 4.5673504107463444e-06 0.0015785477860769078 0.00037064149395508132
leaf_count=2697 24212 171 10187 11220 9179 25148 4386 9163 6772 5113 14773 2964 11924 13134 16954 33318 12555 12784 11815 5548 6564 11384 15758 1757 13316 111 17226 19011 18486 14301
internal_value=0 0.109654 0.202541 0.317214 0.174327 0.335046 0.848547 -0.071827 0.567866 0.957254 -0.111536 0.999058 0.486267 0.271126 -0.318196 -0.329262 -0.0316923 0.472939 1.0328 0.77509 0.340708 -0.122644 -0.523089 0.740737 -0.326864 -0.487246 0.0280504 0.137442 0.638826 0.022803
internal_count=361931 332372 266171 186619 122119 69733 29559 52386 64500 25173 79552 9736 54764 24354 66201 66030 64668 46253 22476 10661 31712 52113 32712 14541 23503 14884 28610 28174 30410 23480
shrinkage=0.00205487


Tree=16
num_leaves=31
num_cat=0
split_feature=785 1447 614 727 746 263 1028 1361 728 497 1022 1016 21 873 747 1436 809 958 885 257 1166 815 1169 941 50 56 705 272 1292 1028
split_gain=4369.04 1990.33 1054.01 1011.57 925.998 775.035 702.446 560.777 516.43 514.951 439.826 457.054 434.178 413.53 372.328 370.439 365.178 345.36 312.784 283.447 236.494 218.431 216.643 215.331 214.377 213.124 192.639 192.522 187.431 183.913
threshold=-0.86283290253235112 -0.24955227496289575 -0.75411934043310735 1.0000000180025095e-35 1.0000000180025095e-35 0.66115833724634121 -0.35861621905537377 1.0000000180025095e-35 1.0000000180025095e-35 1.9703080013679652 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.3467136707454657 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.35018306414905159 1.0000000180025095e-35 -0.94772631485393388 1.0000000180025095e-35 1.3563391952969075 0.85078777678020689 1.0000000180025095e-35 1.0000000180025095e-35 0.86867179873090239 1.0718252685305754 1.0000000180025095e-35 -0.96688480048775205
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 17 7 8 -6 15 13 18 11 -5 -2 19 -7 -4 21 22 27 25 -12 -14 28 -15 -9 -3 -11 -8 -1 -21
right_child=1 5 4 10 6 14 9 24 -10 26 20 -13 16 23 -16 -17 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00092145173352894657 0.0019672575453967842 -0.0019747861286269451 -0.002566609239134219 -0.0011211540241170383 -0.0018812563365178672 -0.0012715971087050258 -0.001386840909774724 -0.0020013655412092187 -0.0018804849904768015 -0.00068250737870193901 -0.0005762064611139567 0.00054391182475799682 -0.00279121565956584 -0.00089984835002948833 -0.00037522414619034061 -0.0018186950647187288 -0.0019849904289639658 -0.0017525657300207413 -0.00096005002914004633 -0.0016467672127678343 0.0010310185690493711 -0.0022214877644308241 -0.0020227302284398663 0.00032000905844167241 -0.001452684193076542 -0.0012797211854340068 0.00067280306944204448 -0.002074978860607697 0.00024040614397493454 -0.00097720510934487721
leaf_count=3329 258 12642 22786 4211 27404 8889 22732 14527 22567 3313 1269 3801 15795 5910 14184 12924 43150 4856 18374 6541 7727 19043 1102 2273 21748 9275 1899 6372 3264 19766
internal_value=0 -0.919688 -1.02036 -0.149928 -0.927702 -0.698477 -0.787178 -1.08868 -0.789729 -0.659708 0.154681 -0.174384 -1.20557 -0.693308 -0.394623 -1.26456 -1.21482 -0.563146 -0.722973 -0.761784 0.443593 -1.36627 -0.313143 -0.303657 -0.921564 -0.924959 -0.099014 -0.847473 -0.185419 -0.630008
internal_count=361931 332372 230325 29559 152079 102047 80094 71985 78974 52690 17008 8012 78246 56407 23073 35710 77988 12551 47478 48224 8996 34838 7695 8183 36275 21917 5212 29104 6593 26307
shrinkage=0.0018101


Tree=17
num_leaves=31
num_cat=0
split_feature=785 683 263 50 1097 727 56 809 540 677 728 728 921 1097 548 783 712 519 1454 1367 595 1367 1361 1361 1235 964 612 1430 21 1430
split_gain=4738.1 2562.73 1979.96 1253.96 875.22 829.73 802.331 733.645 627.782 549.758 535.054 410.293 394.526 375.746 370.321 354.843 331.191 303.347 291.736 274.648 261.489 255.712 352.556 245.742 239.022 231.999 214.731 213.424 203.302 198.899
threshold=-0.86283290253235112 -0.76344857304914582 0.66115833724634121 1.0000000180025095e-35 -0.64966988391888181 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0525743831388839 -0.64966988391888181 1.3419342387057427 1.1155635910225459 -1.5590971551374573 2.1420547332082829 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.64316232591501354 0.80745641784395206 1.0000000180025095e-35 1.0000000180025095e-35 -2.9709283393608152 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 6 23 16 11 9 -4 -2 12 -3 20 -8 21 -14 -1 24 -9 27 -6 22 -7 -5 -10 -13 -21 -15 -20 -18
right_child=1 2 8 4 10 14 13 18 17 -11 -12 25 15 19 -16 -17 29 -19 28 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00076797554890513039 -0.0016408230571595013 -0.00022310842064552334 -9.8705014532380139e-05 -0.001063260256993333 0.0002574804910549836 0.00024010705853838175 -0.00092442155862846676 -0.0007958618331403715 -0.00023174066681057781 -0.00084125080115714137 -0.00037346007034847861 -0.0012153878659800319 0.00050104391317757734 -0.00087118362329838088 6.5305837754978113e-05 0.0020257415868514912 7.4232956883787216e-05 0.0012332946222773854 0.00308996319202597 0.00032186518249578911 -0.00040572380454053611 0.0017885663766167379 0.0016433063513675858 -0.00038324410723307434 0.00063032967545751523 -0.00048978943749747544 -0.00095067097347448421 8.891758306861116e-06 -0.00034440412427003142 0.00094212541235292962
leaf_count=2767 19432 7441 17807 9793 34124 3031 8516 33618 4147 24659 20671 34730 5475 6946 1992 1896 4830 6402 152 13031 7951 8608 3377 17183 18813 6177 1656 5315 26437 4954
internal_value=0 -0.223028 -0.107411 -0.208701 -0.05741 0.550278 -0.398499 -0.500135 0.238923 -0.713517 0.055004 -0.583295 0.160355 -0.174349 0.800697 0.562961 0.173516 0.403315 -0.354132 -0.0638108 0.0855522 0.892816 0.615846 -0.377812 0.29736 -0.669657 0.114578 -0.289775 -0.194028 0.320661
internal_count=361931 332372 228074 180905 97093 29559 83812 104298 47169 44091 70117 48348 49446 35464 17008 7371 12551 29362 60207 26948 42075 15016 6408 26976 22960 40907 14687 12261 26589 9784
shrinkage=0.0016428


Tree=18
num_leaves=31
num_cat=0
split_feature=785 545 263 959 50 728 712 733 1166 257 1102 519 263 56 119 1442 1470 728 1028 803 1361 734 873 402 723 1469 476 681 1229 1085
split_gain=7677.44 3440.18 2845.8 1993.96 1848.37 1183.87 1130.27 807.808 753.296 726.778 655.179 618.473 467.081 461.511 645.233 403.495 375.901 361.97 360.344 344.814 323.359 313.864 274.517 273.847 254.596 253.422 243.431 237.019 231.117 243.499
threshold=-0.86283290253235112 -1.0372938969678034 1.0000000180025095e-35 -0.68169868102075137 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -0.94772631485393388 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.962738934255707 -1.319112866592808 1.0000000180025095e-35 -0.35861621905537377 1.9682860324222273 1.0000000180025095e-35 1.968508212070009 2.242218440812676 1.0000000180025095e-35 1.0000000180025095e-35 -0.81490090580954255 -0.70335058585943822 1.0000000180025095e-35 0.68842730247739281 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 9 4 20 16 7 -1 11 -8 12 18 15 -2 14 -10 -5 -3 25 -6 27 -4 28 -12 -7 -13 -11 -15 -17 29 -18
right_child=1 2 3 5 10 23 8 -9 13 17 22 24 -14 26 -16 19 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00054540758808386441 -0.0015726745383862401 0.00017309718480713535 -0.00087814220096850513 -0.00010579154427754865 -0.00068845131310473341 -0.00045359846523844243 0.00026771023172551475 -0.00011735696471201258 0.00041006412688973209 3.2254643368488442e-05 0.00022937167609566518 0.00033693794005111881 -0.00085393237988810194 0.00069518600579040568 0.0018409283966642136 0.00071738179312893981 -0.0013772306735568445 -0.00099181904861122823 -9.3179363975464091e-05 0.0016775114893920699 -0.00022747369487579989 -8.012698238938677e-06 0.0014705081232004574 0.00019879537228896315 0.0016737585450261399 -0.00056973115190440916 0.0020789716579198772 -6.8715896958125472e-05 -0.00053936920199251662 -0.00085818251769449185
leaf_count=3225 18078 2906 12913 6380 17699 14590 4260 12078 5103 9237 17893 1493 21509 1157 4960 36218 23624 16075 23897 2830 18922 3015 1677 10871 6905 25936 10854 3892 7375 16359
internal_value=0 -0.187136 -0.0644575 0.135059 -0.305982 0.271834 0.803114 0.39726 0.915479 -0.539298 -0.0712862 0.488646 -0.759467 1.0439 0.749273 0.402698 -0.600777 -0.378842 -0.220144 0.467612 -0.315719 -0.645264 0.224627 -0.108578 0.948674 -0.265063 1.27609 0.420013 -0.689258 -0.754846
internal_count=361931 332372 241537 127092 114445 95257 29559 69796 26334 90835 61166 57718 39587 22074 10063 49320 53279 51248 41596 42940 31835 50373 19570 25461 8398 35173 12011 40110 47358 39983
shrinkage=0.00153489


Tree=19
num_leaves=31
num_cat=0
split_feature=785 1235 263 257 678 727 1361 664 728 688 1229 752 389 1458 548 815 958 319 341 728 953 878 705 1174 1430 1436 873 728 253 62
split_gain=4512.28 2447.15 1903.5 1381.28 1201.01 779.526 743.741 728.492 507.578 453.992 451.015 386.079 365.682 351.053 336.574 328.164 324.611 256.353 248.124 243.471 239.664 291.473 232.987 230.133 225.112 224.031 218.251 218.187 212.845 198.014
threshold=-0.86283290253235112 -0.94625487755706195 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0752335520519363 2.0012238438612475 1.8460070869938618 1.3419342387057427 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.4740468779213643 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.84297453113901832 4.967159382618811 1.0000000180025095e-35 1.0000000180025095e-35 2.242218440812676 1.0000000180025095e-35 1.0000000180025095e-35 -0.37712515092315846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 12 7 16 10 8 11 27 -2 -4 19 17 20 24 -1 28 -13 29 21 -7 -17 -10 25 -6 -11 -5 -8 -3
right_child=1 2 4 9 15 14 13 -9 23 26 -12 18 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075365432098834808 -0.0018930079345505859 -0.0014683830503282381 -0.00043687623281371427 -0.00024386682773281534 -0.0010082026540527082 0.00048151268290224432 -0.0003901969601323162 -0.0008969021320424115 -0.00052537636661591561 0.00016346778830293081 -0.0010063550655084147 0.00060430786992189125 0.00012584586156625088 0.00050144581799375346 0.00010796751189727518 0.00053572748326764633 -0.00045127955806055801 -0.0012659701224170977 -0.00013805625296978453 -0.0012869721885434837 0.0020348809029358955 0.0018807341175638005 0.0011810757093813362 0.0025573054284778783 0.00058004446744704607 0.00045776034437735501 0.0016053734895758326 -0.00089758651171346578 -0.00094251332384624764 -0.00015191554414770446
leaf_count=7695 17137 2831 9865 25348 3877 3655 26293 16938 21975 17481 21505 23655 3637 3511 1992 18442 4856 12301 8264 42140 8027 3334 11461 290 5832 2312 1447 11518 18346 5966
internal_value=0 -0.215559 -0.106212 -0.309737 0.0567846 0.539487 -0.496243 -0.0891705 0.00380766 -0.0944517 -0.731314 0.125486 -0.561175 -0.354703 0.782336 0.315042 0.174196 -0.395302 0.223155 -0.610671 0.870257 0.622235 0.418459 -0.250608 0.0392305 -0.229146 0.150447 -0.229303 -0.323805 -0.289802
internal_count=361931 332372 233279 110368 122911 29559 99093 80987 64049 55794 38642 41784 54574 60451 17008 41924 12551 56940 31919 50937 15016 6989 29903 22265 12021 6189 18928 36866 44639 8797
shrinkage=0.00189199


Tree=20
num_leaves=31
num_cat=0
split_feature=785 545 263 964 712 728 540 1166 257 873 1022 1361 56 119 194 50 1235 1097 1454 263 734 519 21 1469 21 497 476 50 728 595
split_gain=5016.7 2668.18 2062.8 1374.85 800.261 755.515 727.445 614.324 607.229 572.796 560.159 589.632 411.594 561.953 397.346 359.646 347.632 320.491 306.859 306.819 268.119 246.917 241.557 237.527 231.696 231.152 225.404 223.552 221.788 217.178
threshold=-0.86283290253235112 -1.0372938969678034 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.94772631485393388 1.0000000180025095e-35 1.3467136707454657 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.34006977427296536 -0.95342879297703587 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 -3.2545899522946695 -1.2987941639197651 -2.2144973715372043 1.7001250133015622 -0.70335058585943822 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 5 -1 10 25 -6 14 15 11 23 13 -9 -2 19 -12 -8 -10 -5 -11 -19 -7 -3 -20 -4 -14 -24 -17 -18
right_child=1 2 6 9 7 22 17 12 18 20 16 -13 26 -15 -16 28 29 21 24 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0005835913521063758 -0.0015346601044714746 0.00045362284209800416 -0.00023400485503786866 -0.00066671255891088217 5.2771226255280841e-05 0.002704113779990712 -0.00015630356946285407 0.00014150840357894054 -0.00079452082350624763 8.5649457223226815e-05 -0.00045128357145532796 -0.00023022758544289103 0.00038830733827162719 0.0014985033532727361 -0.00083917648712432001 0.00035510967447213834 0.00027016275129881212 0.00063890554930138004 0.0024988954335895329 9.6537682671177564e-05 0.0011398378911227514 0.0013109084510793661 -0.0011691867599905904 -0.0010379430925355445 -0.0003235644578873342 0.00066658218492863716 0.0017375568937983282 -0.00066731907332867265 -0.00027256281087652241 -0.00043422504192328331
leaf_count=3225 17254 1119 16270 14266 4260 157 4006 5103 28976 3668 16425 23625 1157 4960 22333 19461 21639 20387 253 8551 6187 5837 18549 22539 22019 3143 10854 22030 8060 5618
internal_value=0 -0.194633 -0.0873773 -0.187925 0.601902 -0.309031 0.259805 0.695516 -0.508366 0.0598316 -0.208869 -0.36804 0.81135 0.535509 -0.713617 -0.0293378 -0.0477919 0.437752 -0.361918 -0.224484 0.486822 0.508674 -0.554113 -0.610269 -0.180867 -0.0482498 1.03018 -0.566003 0.118748 0.0859134
internal_count=361931 332372 241537 191894 29559 131701 49643 26334 90835 60193 90965 47283 22074 10063 39587 50338 43682 30230 51248 22817 9855 26224 40736 23658 22272 19413 12011 40579 27521 27257
shrinkage=0.0015712


Tree=21
num_leaves=31
num_cat=0
split_feature=785 548 728 125 1171 705 470 50 614 464 751 784 1445 890 1097 194 470 1028 789 497 1097 921 884 464 705 1169 188 723 1469 50
split_gain=4682.69 2523.92 1814.51 1214.84 855.85 785.292 723.005 436.976 425.526 409.273 387.742 379.524 360.521 360.395 344.583 342.12 318.892 316.472 308.547 308.639 278.252 275.34 251.718 308.005 216.502 215.051 213.561 199.862 197.973 194.189
threshold=-0.86283290253235112 0.1785308773399289 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 0.28191752204954684 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.3475299883120082 -0.4085554837980378 -0.95342879297703587 1.0000000180025095e-35 1.0000000180025095e-35 -0.35861621905537377 1.1248358748350926 1.8511096242798462 -0.64966988391888181 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.85154028700297968 1.3563391952969075 1.0000000180025095e-35 1.0000000180025095e-35 -0.61819632934197222 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 10 9 15 -8 -3 25 29 18 -4 -7 -2 26 -9 19 -5 -10 -13 23 -16 -22 -1 -15 -21 -19 -6
right_child=1 6 13 12 11 14 8 17 20 -11 -12 21 -14 16 22 -17 -18 28 -20 27 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010528716724841299 -0.0010324682149337201 -0.0014843815021419046 -0.0010502117832864269 0.00070310739350960719 -0.00022401100399256085 0.00014387745946168394 -0.00081069407114240733 -0.00045799646390925141 -0.00078474524239026367 -0.00081449995122726308 -0.00038813380232336956 0.00057755429541325439 -0.00027689183965906605 -0.0012782476371438587 0.0005544108812841576 -0.00026254807082726824 -0.00014232190589051283 0.00060885267620267231 -3.1986415891248708e-05 0.00022892750419323772 -0.00019031828911913041 0.002004508526583456 0.0020713824274108555 0.0019558938195834256 0.00069770378937819501 -0.00046689692281545568 -0.00047284623528100542 0.0019211906058557602 -7.5051293144741253e-05 0.00035838497399850035
leaf_count=7083 18705 28883 24271 21856 12851 1899 34688 20270 7497 27088 5054 6012 5133 8979 3740 14057 20340 7982 5254 1038 11995 2107 7468 3016 4730 1299 11105 4092 15684 17755
internal_value=0 -0.193847 -0.0697099 0.0434036 -0.062539 0.575891 -0.45058 -0.189695 -0.295328 -0.631001 0.231009 0.173191 0.339071 -0.370213 0.835244 -0.374064 -0.252951 -0.0619102 0.410667 0.491313 -0.0948134 0.541496 0.92624 0.669462 0.041851 0.461899 -0.448135 0.891862 0.0890624 0.0701951
internal_count=361931 332372 217491 152796 115423 29559 114881 76698 58910 55971 13436 38725 37373 64695 16123 32762 40424 43936 32240 26986 24222 8119 14224 6756 16725 8382 20084 5130 23666 30606
shrinkage=0.0018084


Tree=22
num_leaves=31
num_cat=0
split_feature=785 479 728 1447 1022 1430 705 200 263 852 821 470 395 1166 497 519 475 119 526 614 470 119 1028 1436 67 67 21 705 683 1154
split_gain=4714.36 2565.3 1995.37 1348.42 909.774 819.784 771.392 550.262 534.092 532.486 448.351 443.678 389.52 388.958 370.447 345.842 330.713 317.562 299.607 285.103 271.51 385.047 267.559 264.511 241.786 228.047 227.56 218.936 209.059 180.527
threshold=-0.86283290253235112 0.79973094156546287 1.0000000180025095e-35 -0.24955227496289575 1.0000000180025095e-35 1.0000000180025095e-35 0.12773391649824176 -0.67281916063428748 1.0000000180025095e-35 1.0747610123934368 -1.0305144854359449 1.0000000180025095e-35 1.0000000180025095e-35 -0.94772631485393388 1.9703080013679652 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.17121893931626669 1.0000000180025095e-35 1.0000000180025095e-35 -0.96688480048775205 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 0.35900932482519943 -1.07329023030195 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 23 16 -6 12 11 -4 17 -3 -8 18 25 29 -5 28 26 21 -15 -13 -2 -7 -12 -10 -16 -9 -1
right_child=1 8 10 9 7 24 13 14 19 -11 15 22 -14 20 27 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00033877346100473797 -0.0015929328983228137 -0.0019391623701255692 -0.0014330098008865232 -0.00070629041592095169 -0.00051545828791069669 -0.00043739666266136127 0.00024089501741514748 -0.00046588058487981646 0.0045301557762800967 0.0015307467046694258 -0.00095118336346545628 -0.00012078350583857822 -0.0010364073137507466 0.00053511267122284848 0.0001394531920373536 0.00080959624511158033 -0.00049057245713695242 0.00035579202998867854 -0.00057930809578143937 -0.00026276216484746217 0.002497644230437419 0.0023411677066571871 0.00093017640866417054 -0.00049783598908526645 0.00047377821265283913 -0.0002963875450917016 -0.0010596176654785376 0.002222434867810773 0.00057965694542752219 0.0016325986960132616
leaf_count=3770 18363 22873 20991 9959 19071 19361 2424 4538 113 8604 31598 5860 20476 3839 1321 2963 4662 13189 7140 14686 7922 3634 23268 6099 7891 17243 28608 2576 25581 3308
internal_value=0 -0.18658 -0.083745 0.02858 -0.106023 -0.309948 0.586002 0.0569962 -0.502363 0.260032 -0.38185 0.183516 -0.676847 0.813819 0.180987 -0.280374 0.200164 -0.0297971 0.116563 -0.344627 0.913938 0.662801 0.337072 -0.595291 -0.0736444 -0.325277 -0.46899 0.719715 0.199168 0.439782
internal_count=361931 332372 245616 172821 111941 51714 29559 60227 86756 60880 72795 52276 43349 17819 41156 51804 11740 23148 37259 43407 15395 7473 29128 24462 27252 48841 28721 3897 30119 7078
shrinkage=0.00219528


Tree=23
num_leaves=31
num_cat=0
split_feature=785 548 728 263 964 705 181 21 608 783 705 1100 1028 50 751 470 194 519 921 1166 1469 809 802 194 119 188 119 194 1307 1169
split_gain=4252.32 2393.09 1888.9 1299.42 965.802 711.969 501.22 454.132 438.346 436.642 407.218 384.745 384.43 352.947 350.873 350.828 347.076 331.454 330.737 314.706 265.4 265.027 240.089 237.568 330.6 221.838 219.331 211.734 204.831 204.555
threshold=-0.86283290253235112 1.0510833983642893 1.0000000180025095e-35 0.66115833724634121 1.0000000180025095e-35 0.28191752204954684 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.1155635910225459 0.51747580830848527 1.6293515030253838 -0.35861621905537377 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0525743831388839 -0.94772631485393388 -1.082419129805438 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3390041783085433 1.3563391952969075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 14 11 -3 21 26 28 13 -4 16 29 25 -2 -12 -11 -7 -15 -9 -10 24 -21 -14 27 -6 -5 -1
right_child=1 7 12 10 9 19 -8 8 22 18 17 -13 15 20 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012060175318343231 -0.0010132650451399477 0.0044429032241135062 -0.0012355927976648651 0.00043928338999985723 -0.00072565703278999315 0.0002588788071181053 -0.0010832528416606551 -0.0019005864834819104 -0.00061761103146021107 0.00049269915831135728 0.00075790960547973002 -0.0011024103572495421 -0.0015144647466672928 0.0010018743612290539 -0.00044143642216876275 -0.00018902484793672627 -1.1391940482889778e-05 0.0019289262164639053 0.0022563412865595797 0.00042365175821097674 -3.2290939642017343e-05 -0.0011150934594584367 -0.0014440769735934312 0.0023609262649503314 0.0022367415460574545 -0.00058383939732537503 0.00040001507182556902 0.00028811813800430934 -0.00075231729400882636 -0.00056739694381626609
leaf_count=7083 15630 225 30079 16971 9448 2122 19912 20148 30281 4549 13830 10244 10412 5182 5054 22865 12130 5260 2979 3188 29471 18729 9882 7816 2997 12187 21989 6728 3241 1299
internal_value=0 -0.185176 -0.0927413 0.0148636 -0.0812663 0.548982 -0.204257 -0.513647 -0.52387 0.150383 0.317486 -0.12785 -0.378132 -0.07056 0.220732 -0.25972 -0.247476 0.509797 0.570529 0.796385 0.0597936 -0.694254 -0.374646 0.889404 0.621088 -0.454793 0.0619823 -0.121844 0.120842 0.440001
internal_count=361931 332372 253107 177564 138262 29559 92569 79265 79040 45693 39302 72657 75543 62413 13436 45464 27760 19090 7528 16123 34653 38877 40163 14001 6185 22599 38165 16176 20212 8382
shrinkage=0.00216428


Tree=24
num_leaves=31
num_cat=0
split_feature=785 1097 263 188 614 1361 727 728 1022 871 545 1458 519 802 803 341 712 728 728 941 1436 1430 1469 942 528 1022 1154 62 402 1469
split_gain=4713.49 2555.27 1945.6 1305.53 1157.83 814.594 790.175 766.756 543.274 516.513 483.392 473.056 382.183 377.815 354.755 344.898 325.243 295.855 293.886 289.691 274.946 324.277 272.063 251.968 243.581 239.934 301.345 230.852 225.127 219.192
threshold=-0.86283290253235112 -0.64966988391888181 1.0000000180025095e-35 1.0000000180025095e-35 -0.75411934043310735 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.73000852908365432 1.8460070869938618 2.1420547332082829 1.0000000180025095e-35 1.9682860324222273 1.6369401821412268 -1.5590971551374573 1.0000000180025095e-35 -0.49008176997875957 1.9607587081991176 1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 2.231519495564001 1.3633726830512116 1.0000000180025095e-35 1.0000000180025095e-35 -0.37712515092315846 1.0000000180025095e-35 -0.63393269545937792
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 18 -4 8 16 9 -2 12 -5 13 19 17 23 25 -1 -7 27 20 21 22 -6 29 -20 26 -8 -3 -9 -12
right_child=1 2 4 10 7 11 15 28 -10 -11 14 -13 -14 -15 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00067967860246742802 -0.0015179470116669124 -0.0012251107599428005 -0.00046509666327620205 -0.00068079866259393809 0.0011321490352766365 -0.00027062388132385385 0.00046606074812120541 -0.00045645902648829906 -0.00075434850591078555 -0.00013198189381627494 0.00027376958199426456 0.00055985560709684117 0.0011958482147313505 -0.0010685834070568202 0.0011336178284070387 -4.5203568222801169e-05 0.0005749786981550434 -0.00081246753318128513 -0.0010766458381092471 0.0013528229492658201 0.00063220816433282782 0.00053286036658516751 -0.00051393021945548916 0.0011083730194846435 -0.00021542924458429905 0.0017655066729164335 0.0016472198606255577 5.0958416435989298e-05 0.0001754711608366593 -0.0002564159281622727
leaf_count=2767 19917 2389 24864 12757 1039 35036 3796 13632 25015 11199 11619 4188 7876 13806 2643 1530 9784 17122 36807 3176 25347 9085 7754 1728 4104 8253 3429 6034 10279 24956
internal_value=0 -0.188126 -0.0629339 -0.276569 0.108159 -0.446387 0.584424 0.206146 -0.674995 0.3084 -0.0665439 -0.30829 0.382033 -0.352895 0.0354605 0.828374 0.215268 -0.273814 -0.539165 0.313175 0.270583 0.0849798 -0.18866 -0.0157884 -0.616636 0.904576 0.660215 -0.178538 -0.109727 -0.052999
internal_count=361931 332372 217288 103037 114251 115084 29559 89387 44932 65476 53703 70152 54277 65964 40946 17008 12551 52158 49334 46401 43225 17878 8793 38303 40911 15478 7225 8423 23911 36575
shrinkage=0.00159491


Tree=25
num_leaves=31
num_cat=0
split_feature=785 683 263 1102 809 727 1097 885 50 815 56 50 341 921 783 706 1459 131 194 1223 1375 728 181 519 1238 497 728 1367 1367 1361
split_gain=3952.91 2330.68 1727.02 1140.46 681.826 675.449 665.118 544.458 542.723 528.636 473.411 446.233 316.976 311.283 290.748 288.171 284.487 284.392 281.941 276.459 260.552 237.049 233.503 217.622 210.466 207.828 201.029 192.41 179.203 255.364
threshold=-0.86283290253235112 -0.76344857304914582 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.64966988391888181 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3462168560862613 1.0525743831388839 1.1155635910225459 0.38922507503038667 0.71505107648705846 -0.97947116861403372 1.0000000180025095e-35 1.0000000180025095e-35 0.59806352348768188 -0.49008176997875957 1.0000000180025095e-35 2.1420547332082829 1.6236383842237581 2.1570521254726853 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 6 9 15 19 25 10 -2 21 18 24 -13 -15 -1 22 -9 -5 -3 26 -8 -6 -19 28 -4 -10 -12 29 -7
right_child=1 2 7 11 16 12 8 17 20 -11 27 13 -14 14 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00036767374837734274 -0.0016261578462963902 -0.0012316070792520938 -0.00020068704446282184 -0.00056631028897299364 -0.00050733481150135897 0.00043130868441899358 -0.00015847650440527623 -0.0001036841789740293 0.00024505392250469857 -0.0007874545805034933 -0.00059634231082384976 0.00022256801746263694 0.00018955511328805564 0.00057546047533989231 0.0021981635546314245 0.00068008082158735404 3.0012503728229278e-05 0.00066003648753155649 0.00019086474137754706 -0.00061127393070501735 -0.00064988717470179311 -0.0011205550790684387 -0.0011102046161911181 0.001364806216900273 0.00013215911703948148 0.00090633916863497495 -0.00033953963867985594 0.00013761398475312025 0.0018657864707279498 0.001744047919616879
leaf_count=4674 19333 17456 15144 15411 39234 2750 4074 4409 24702 24758 7876 25636 2298 3916 1601 7877 9773 19931 10011 22313 7209 20621 11200 5601 1133 2084 10401 9678 7781 3046
internal_value=0 -0.177549 -0.0668876 -0.162802 -0.44588 0.530955 -0.276757 0.257122 -0.176466 -0.655777 -0.349011 0.0705974 0.757379 0.222975 0.631366 0.190138 -0.304142 0.406362 -0.13758 -0.506936 -0.019729 -0.551461 -0.368813 0.479326 0.850479 -0.0302945 0.0496125 -0.104209 0.909636 0.666923
internal_count=361931 332372 228074 180905 104298 29559 124330 47169 84561 44091 42249 56575 17008 31153 5517 12551 60207 29941 25422 39769 42312 24695 50434 25532 14710 17228 35103 17554 13577 5796
shrinkage=0.0017236


Tree=26
num_leaves=31
num_cat=0
split_feature=785 67 263 1235 705 728 257 705 893 125 1166 664 751 497 953 1361 612 921 395 21 1430 1100 1169 62 519 728 1154 1436 683 784
split_gain=4752.39 2156.71 1320.23 994.386 912.998 906.463 816.093 760.008 568.324 452.392 432.447 414.751 407.459 403.163 358.383 403.18 277.98 275.763 262.739 254.801 245.369 239.837 234.305 210.973 209.068 208.656 198.968 242.975 196.175 193.743
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.64316232591501354 0.28191752204954684 1.0000000180025095e-35 1.0000000180025095e-35 0.83440877527505686 0.79083791459577812 1.0000000180025095e-35 -0.94772631485393388 1.0000000180025095e-35 1.0000000180025095e-35 2.0895063784560848 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -2.9709283393608152 1.0000000180025095e-35 1.3389766662418514 1.3563391952969075 -0.37712515092315846 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.76344857304914582 0.9594655836162902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 20 12 8 23 11 9 18 -6 16 22 -9 15 -12 28 24 -3 -8 -4 25 26 -2 -11 -21 27 -1 -5 -19
right_child=1 5 3 7 10 -7 19 13 -10 17 14 -13 -14 -15 -16 -17 -18 29 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016098716675587298 -0.0025635854225062931 -0.0014825352998954751 -0.002161031175612926 -0.0015578256545470226 -0.00098114780011698387 -0.0016117863682309781 0.0023843329572910284 -0.00079738147888290328 -0.001529241747064393 -0.00075320951025793445 -0.00074971286288235859 -0.0019711770961092058 -0.0015144674883015891 0.00073702116711916392 0.0011710668418492588 0.00091519709459316411 -0.0019475614001855136 -0.00023269447820480844 -0.00079626860967881778 -0.0014049836733592833 -0.0016448226639395568 -0.0021086979126301308 -0.0016384714532787573 -0.0021075389128159378 3.8653771351892675e-05 -0.0019277681993825802 0.00051411925698734292 0.00015017348353185575 -0.0010141022260433548 0.0011389524061413434
leaf_count=1639 21125 11368 18600 10579 2122 28611 149 15993 13513 23277 3324 12241 5054 2105 7386 3291 6062 3528 15074 28588 27614 12976 1299 32227 4405 13416 3423 2021 29337 1584
internal_value=0 -0.840494 -0.944931 -0.809781 -0.0476641 -0.609962 -1.10338 -0.677653 -0.499235 -0.420834 0.253893 -0.785608 -0.414317 -0.342464 0.372658 0.0524099 -0.703726 -0.274908 -0.607294 -0.940724 -1.03598 -0.948296 -0.162516 -1.28018 -0.350185 -0.878482 -0.0310367 -0.341392 -0.646972 0.117861
internal_count=361931 332372 231012 122531 29559 101360 108481 76317 72749 59236 16123 58219 13436 18098 14001 6615 45978 32794 26442 55129 46214 54980 8382 53352 27682 42004 7083 3660 39916 5112
shrinkage=0.00178477


Tree=27
num_leaves=31
num_cat=0
split_feature=785 1097 263 188 683 728 727 1361 519 1022 545 733 1458 712 728 548 803 941 1436 1430 134 802 728 728 1469 953 1292 942 831 609
split_gain=5304.21 2588.03 2143.02 1334.92 1226.1 922.572 835.144 759.932 577.745 521.599 474.861 454.031 447.248 374.471 366.617 359.84 343.343 322.711 306.901 326.194 281.408 273.566 270.64 269.895 254.434 252.019 299.259 246.149 230.169 243.96
threshold=-0.86283290253235112 -0.64966988391888181 1.0000000180025095e-35 1.0000000180025095e-35 -0.76344857304914582 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -0.73000852908365432 1.0000000180025095e-35 1.8460070869938618 -1.5590971551374573 1.0000000180025095e-35 1.3419342387057427 1.9682860324222273 1.9607587081991176 1.0000000180025095e-35 1.0000000180025095e-35 -0.3949157635235564 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -1.2555191570968998 1.0000000180025095e-35 1.0000000180025095e-35 2.231519495564001 2.7409957238946445 0.34836266309945185
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 3 20 -4 8 13 9 11 -2 -5 17 14 -1 21 25 23 18 19 24 22 -9 -3 27 -6 26 -8 -12 29 -7
right_child=1 2 4 10 5 28 15 12 -10 -11 16 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010283047880621219 -0.002038878025733644 -6.8251493790286354e-06 -0.00078010539771192363 -0.0010271434232249719 0.0011741887062810929 -0.00070034874358867018 0.00047157828813170258 -0.0005211564150993961 0.0013209392980680101 -0.0011110012519897669 -9.1820737015706696e-05 -0.00045454731586703795 0.00046638208907878292 0.00065113317499760725 -0.0013479946521209819 8.9319412890901051e-05 0.0012065284239407394 0.0016039157988078118 0.00065586044122970216 0.00049946136291747773 -0.0016259513496683601 -0.0013284249652903114 -0.0011625782686469832 -0.00074114888578224634 -0.00080152193499876485 0.0022088288295675162 0.0019851332364993683 0.0016359589898472754 0.0027929864905048263 0.0002655293670387499
leaf_count=2767 19917 4092 23874 12757 1064 18568 3442 35036 9391 25015 25177 9918 4188 9784 21699 1992 2643 3242 25590 9190 22512 9229 22730 11919 7848 8027 3547 1207 293 5273
internal_value=0 -0.274296 -0.149684 -0.368908 0.0288254 0.126603 0.542313 -0.52894 0.238133 -0.745433 -0.158626 0.162661 -0.397953 0.165365 -0.440534 0.793688 -0.0586037 0.237882 0.193426 0.000224052 -0.627197 -0.337495 -0.484362 -0.10822 -0.269483 0.884497 0.630262 -0.00191543 -0.211952 -0.23577
internal_count=361931 332372 217288 103037 114251 90377 29559 115084 66243 44932 53703 56852 70152 12551 65964 17008 40946 46934 43692 18102 49334 44265 26822 38303 8912 15016 6989 26384 24134 23841
shrinkage=0.00201777


Tree=28
num_leaves=31
num_cat=0
split_feature=785 67 263 1235 257 728 705 727 893 941 664 125 272 497 612 544 1430 62 1373 547 1016 1367 1361 1229 869 1160 529 1154 1436 545
split_gain=3875.94 2230.59 1436.17 1030.9 1004.31 802.854 701.245 665.741 534.158 410.178 406.977 343.708 315.659 308.729 290.295 289.519 279.736 278.421 273.453 262.789 256.233 232.667 306.081 213.293 211.67 196.717 193.341 183.988 188.628 182.892
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.64316232591501354 1.0000000180025095e-35 1.0000000180025095e-35 0.83440877527505686 1.0000000180025095e-35 0.79083791459577812 1.9607587081991176 1.0000000180025095e-35 1.0000000180025095e-35 1.6568181847307961 2.2206245932530155 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.37712515092315846 -0.65530826815947285 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0372938969678034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 16 17 8 10 15 9 11 14 20 19 -8 26 27 23 -2 -6 21 25 22 -9 -4 -20 -3 -5 28 -1 -7
right_child=1 5 3 6 18 29 13 12 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00076883629389978153 -0.0018325463005162055 -0.0010626632799914655 -0.0017771324128467176 5.454220702786859e-05 -0.0010398957418938756 -0.0012104887794954001 0.00023445770275510108 0.00015488124638159055 -0.000544382558079096 0.0013481758978905016 -0.0010255421658139456 0.00043637088155086805 -0.00046005865192408997 0.0016682013266118047 -0.0010160163170045487 -0.00055163608773222902 -0.00067272641475147124 -0.0012319949934414412 -0.00027073560774314295 -0.00058924169958275089 0.00019093624895628224 0.0017921990527502408 0.0016372980883054662 -0.00093102270632620867 -0.00090276435609938112 -5.5437015934328595e-05 -0.00047096882308323595 0.0011063884483755212 0.00072418989182924584 -0.00045382488536196438
leaf_count=1926 21125 5934 8065 24817 22424 6357 16204 3095 13513 3941 12241 30752 1279 1894 6062 4814 27614 32227 20925 826 13431 8521 3287 10535 11780 5178 15099 3634 2177 22254
internal_value=0 -0.273215 -0.386871 -0.242552 -0.567243 -0.0311486 -0.106764 0.427413 0.073155 0.149272 -0.216269 0.104405 0.654486 0.216715 -0.134228 0.0922646 -0.490264 -0.786162 -0.380168 0.721597 -0.0746772 0.773729 0.509265 -0.691055 -0.264785 -0.307548 -0.0749811 0.302911 0.0282425 -0.32829
internal_count=361931 332372 231012 122531 108481 101360 76317 29559 72749 59236 58219 55295 17008 18098 45978 12551 46214 53352 55129 15729 24543 14903 6382 18600 32705 11112 39916 7737 4103 28611
shrinkage=0.00185896


Tree=29
num_leaves=31
num_cat=0
split_feature=785 479 728 871 125 869 338 803 727 1430 1160 595 1304 401 869 1235 497 1469 727 789 464 1292 1367 608 188 519 1097 119 1378 750
split_gain=3517.25 2149.13 1785.76 1241.89 971.431 743.416 622.91 509.677 452.217 450.514 548.269 382.52 313.606 302.497 299.183 283.597 276.223 273.715 238.712 237.028 235.621 235.378 247.819 232.839 322.79 200.12 198.438 189.905 189.069 180.314
threshold=-0.86283290253235112 1.388869425783259 1.0000000180025095e-35 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 -0.98257908251360637 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.94892239677896928 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 3.0589865121061197 -1.2673214316849539 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 -0.64966988391888181 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 -1 9 21 10 17 14 -6 20 16 -11 28 -2 -7 25 -3 22 -8 24 -10 -14 -5 -20 -4 -15
right_child=1 13 11 26 12 18 8 -9 23 15 -12 -13 19 29 -16 -17 -18 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00046428175992958669 0.00079982650476757714 -0.0018458191533875577 -0.00078303832657286966 -0.0012637964570726933 -0.00015135947434415391 -0.00013915252958455248 -0.00098596301933152105 0.0011309232966456057 0.0001424632611028134 -0.00033746265172678437 5.4604375910939991e-05 -0.0014687039721084341 0.00063233938818135597 -0.00077197734110677539 -0.0011287082135889544 0.00038783151313178218 0.002215669060176729 -0.0011014011570599953 -0.0012089305993689095 -9.8507353043965885e-05 -0.0011228115984401577 0.00097318895374217805 0.00058511556727194988 0.0017850578901357429 0.0016468442274010749 0.0014400009543102561 -0.00063178243764285067 -0.00056428835588219278 -0.00022676588959103398 -0.0015409791937969482
leaf_count=4634 1156 16836 28048 12139 8888 10485 2567 5017 3556 11085 16888 15093 19142 24978 22092 28210 453 15006 12410 4622 14718 4719 2860 7758 3465 4720 22996 16729 14523 6138
internal_value=0 -0.261105 -0.186109 -0.0852202 -0.0116575 -0.104441 0.407612 0.00635843 0.517817 -0.0379418 -0.213571 -0.451973 0.2509 -0.61654 -0.384625 0.101356 -0.285727 -0.491827 -0.33216 0.342326 -0.770292 0.209521 -0.0648557 0.714715 0.4726 0.416243 -0.435017 -0.42738 -0.304807 -0.476485
internal_count=361931 332372 269702 189493 154358 116986 29559 77362 24925 72345 33050 80209 37372 62670 65116 39295 43024 16162 39624 28484 31554 10146 5427 14779 7021 23862 35135 29139 42571 31116
shrinkage=0.00192718


Tree=30
num_leaves=31
num_cat=0
split_feature=785 545 263 959 50 181 727 728 257 1240 519 194 1445 728 1238 889 872 1454 723 1361 597 125 119 1469 21 666 1430 1298 1085 402
split_gain=3997.35 2392.27 1736.84 1297.36 1277.9 766.508 678.473 601.131 550.277 475.244 402.785 345.219 323.692 320.258 318.832 307.381 300.397 289.029 266.779 252.923 252.914 234.713 334.347 225.012 215.605 215.324 210.127 219.789 209.112 191.73
threshold=-0.86283290253235112 -1.0372938969678034 1.0000000180025095e-35 -0.98621059485438678 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.3475299883120082 -0.49008176997875957 1.6236383842237581 1.0000000180025095e-35 0.85297537480346686 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 2.2594581941160397 1.0000000180025095e-35 1.0000000180025095e-35 -1.0706168552173836 -2.2144973715372043 1.358136393041484 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 4 19 13 7 15 10 11 23 12 -2 16 -3 21 -1 -5 -10 -12 -4 28 22 -8 -6 -19 -11 27 -25 -15 -9
right_child=1 2 3 5 9 -7 14 29 17 25 18 -13 -14 20 -16 -17 -18 24 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00056921432549400855 -0.0016529590019395794 -0.00037803991356536842 -0.0011172260188878507 0.00029511173211362561 0.00015908579929252981 -0.00046089005674770196 0.00014804248887569956 -0.00047839381952960479 -0.00091637552881066581 8.0457486115022104e-07 -0.00014244738511252279 -0.0009644143432816051 -0.0003366386822483804 -0.0013854795665941772 -0.00018479739609522108 -0.00046773013501936556 0.00093141205981717363 0.0024422909150257953 0.0012825999740668052 -0.00041839510916099313 0.00016173157825792296 0.0016056384367432576 0.0015053076669785761 -0.0013376597784136033 -0.0004324525893747453 0.00088306811043394431 -0.0003445197256876384 -0.00049680961669851774 -0.00087549810284969116 0.00015284768842692637
leaf_count=7707 17254 8720 10577 35931 5565 18478 3373 12391 28976 16707 1613 22333 6885 25309 1606 4844 9170 253 7250 15224 1742 8645 3384 7133 22019 3428 20364 7969 17508 9573
internal_value=0 -0.25102 -0.1503 0.00276829 -0.339249 0.0966386 0.460426 0.172872 -0.545817 -0.147603 0.265676 -0.74015 0.199332 -0.58735 0.688866 0.121217 0.255794 -0.407806 0.622925 -0.413819 -0.662879 0.765131 0.50912 -0.276366 -0.233764 0.0958041 -0.337491 -0.524256 -0.697251 -0.115476
internal_count=361931 332372 241537 127092 114445 101291 29559 82813 90835 61166 60849 39587 51986 53279 17008 12551 45101 51248 8863 25801 44559 15402 6757 41031 22272 20135 35466 15102 42817 21964
shrinkage=0.00167764


Tree=31
num_leaves=31
num_cat=0
split_feature=785 1378 746 1304 1154 728 338 705 895 712 1298 884 671 470 519 728 734 595 871 821 388 1459 959 681 50 1149 664 941 746 1430
split_gain=4149.42 2328.03 1455.03 1004.33 827.899 788.681 690.434 681.864 594.096 513.971 426.302 422.947 499.535 407.277 403.301 307.909 306.156 290.052 284.48 258.065 248.316 244.461 244.357 236.428 220.861 218.232 213.379 213.346 207.558 229.561
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.34281947587212225 1.0000000180025095e-35 1.0000000180025095e-35 -0.98257908251360637 0.67165941385979033 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.968508212070009 1.0000000180025095e-35 1.0000000180025095e-35 -0.72370887929751782 1.0000000180025095e-35 0.71505107648705846 -0.68169868102075137 1.0000000180025095e-35 1.0000000180025095e-35 2.1900270400044222 1.0000000180025095e-35 1.9607587081991176 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 18 10 8 -1 17 13 -8 27 12 -11 24 -9 20 25 23 21 -12 -6 -4 -15 -5 -3 28 -7 -2 29 -10
right_child=1 5 3 7 15 26 9 14 16 11 19 -13 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00035260485540199941 -0.0015302054958019435 -0.00093275465178184718 -0.0006893186597521731 -9.566784640922769e-05 -0.00030671636869742058 -0.00038088856036442897 -0.00054977877426228938 0.00018255124488727553 -0.00063686952789722385 4.2871790755072374e-05 -0.0014321829948918559 0.0014994134252633814 0.0013538506292950271 -0.00033755538190466118 0.0013852708217496387 -0.0010119812176583689 0.0015104486621845825 -0.00087635055002957432 -0.0011605807140461408 -0.00049924748189856714 -0.00098090863151616223 -1.5541967501901906e-06 0.00041184859547687699 -0.00090259254449003685 -0.00017031000544304121 0.0012097530769475211 -0.0012371199873737065 -0.000335445084453578 0.00054005134675413002 0.00031675506682195742
leaf_count=4634 34748 8282 37653 31259 28821 23019 2300 17043 4569 5904 5689 11704 5017 7072 3081 18001 2521 9389 13316 11500 8556 7017 14619 4847 9895 2876 4384 1847 15126 7242
internal_value=0 -0.251511 -0.366754 -0.220538 -0.546985 -0.000882427 0.473064 -0.0569182 0.101592 0.588301 -0.739405 0.663061 0.401055 -0.0636335 0.232979 -0.373006 0.291095 -0.196775 -0.4219 -0.469415 -0.270657 -0.345234 0.110564 -0.118548 -0.294289 0.234434 -0.304032 -0.873866 0.179186 -0.0198887
internal_count=361931 332372 232767 123605 109162 99605 29559 65619 72202 24925 53784 22625 10921 39868 20124 55378 32334 45495 57986 17189 37377 44670 21691 36106 18177 29813 27403 36595 26937 11811
shrinkage=0.00167367


Tree=32
num_leaves=31
num_cat=0
split_feature=785 683 263 728 1376 705 809 540 50 677 1436 1430 1166 263 728 595 470 188 712 1097 50 803 519 1469 804 750 1097 497 21 728
split_gain=5006.8 2609.41 2072.62 1236.96 980.464 809.757 691.374 646.676 543.644 534.132 490.245 512.171 415.121 330.767 322.455 312.975 308.067 409.143 304.623 300.511 296.751 288.697 233.918 232.875 227.903 227.622 199.723 187.331 183.468 177.348
threshold=-0.86283290253235112 -0.76344857304914582 0.66115833724634121 1.0000000180025095e-35 -0.68664781277246278 -0.064995590440889636 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.94772631485393388 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5590971551374573 -0.95342879297703587 0.55630078546380823 1.9682860324222273 2.1420547332082829 -0.81490090580954255 2.2521318533151415 1.0000000180025095e-35 -0.95342879297703587 2.0895063784560848 -3.2545899522946695 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 4 8 18 9 27 13 -2 11 -6 -7 -3 23 25 17 -14 -1 -9 28 24 -21 -8 -10 26 -12 29 -5 -4
right_child=1 2 7 20 10 12 14 19 21 -11 15 -13 16 -15 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00086279095874442456 -0.0016817432119911036 -0.00059265849652972047 3.700197377758999e-05 0.0029454708542013775 -0.0012075688455300618 0.0001349608868671374 -5.4952963387823297e-05 -0.00025120886137257488 0.00022574917143927011 -0.00088383516590554594 -0.00050907699375612569 -0.0003620335022990776 0.00032435098647139843 0.00018494646407792275 -0.0010248990136854138 -0.00081178484914444027 0.0018115262611646196 0.0016696158295433727 0.00046835717800533554 0.00060386016479230839 -0.00037685406493552883 0.0014657026017277249 0.0013017023740235375 -0.00062763961134001121 0.0014277459069741837 -0.0008173585861192571 0.00022443365643383859 0.00074004764299049057 -0.00099089229493494945 -0.00068310957624748126
leaf_count=2617 19432 15651 8849 113 17356 2811 10985 3608 27416 24659 5567 16327 4295 9891 18782 8159 8680 4031 7125 19973 12779 2165 5781 30440 1601 3886 18526 2164 41468 6794
internal_value=0 -0.242353 -0.125985 -0.228981 -0.124007 0.552326 -0.520384 0.227954 0.0656113 -0.726723 -0.28748 -0.467581 0.75379 -0.157601 -0.379579 -0.12723 0.854859 0.6019 0.0951943 0.394813 -0.496547 0.231927 0.461555 -0.282123 0.178625 -0.0301592 0.0399258 -0.0744588 -0.584801 -0.153906
internal_count=361931 332372 228074 180905 126545 29559 104298 47169 56724 44091 69821 33683 19817 25542 60207 36138 17006 8326 9742 29362 54360 31182 25754 41425 29017 27979 24093 17807 41581 15643
shrinkage=0.00167056


Tree=33
num_leaves=31
num_cat=0
split_feature=785 1447 614 746 728 1361 1028 705 852 1436 21 809 470 200 497 815 464 1165 1097 1028 181 595 884 533 728 784 959 1459 964 896
split_gain=3583.44 2168.73 1317.15 1112.81 812.322 688.608 685.568 627.062 505.871 477.403 473.804 478.781 450.494 439.163 397.433 336.23 329.266 322.387 298.041 288.657 278.551 249.431 233.095 274.651 214.156 197.289 196.704 173.447 172.551 168.973
threshold=-0.86283290253235112 -0.24955227496289575 -0.75411934043310735 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.35861621905537377 0.28191752204954684 1.0747610123934368 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 -0.97734522064874174 1.9703080013679652 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.95342879297703587 -0.96688480048775205 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 -0.98621059485438678 0.57266329086659318 1.0000000180025095e-35 -0.43454379769620094
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 10 5 8 9 -5 17 12 -4 -2 15 16 -8 20 -12 -3 -1 -9 -14 24 26 23 -20 -15 -10 -7 -13 -6 -21
right_child=1 4 3 6 28 21 13 18 25 -11 11 27 19 14 -16 -17 -18 -19 22 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00068298904156468567 0.0037912589494428156 -0.00083823175694755405 -0.001713565524422858 -0.00072955360994847159 -0.00091480745285229604 -0.00095621616344262951 -0.00086026892472836167 -6.6324486923063485e-05 0.00064969987551257379 -0.00069131188335839068 -0.0020978745532688461 -0.0010419557210008903 -0.00036116641260046638 0.0004081127851814719 0.0012235381664403788 -0.0012231326480189142 4.9673842439993806e-05 -0.00055630325049559547 0.00033345922989104552 0.00085917710969935369 -0.00063142941523794535 -0.0011671245978907248 0.0019560121705645603 0.0018186775316881669 -0.00031830523722796135 0.0018273964884800724 -0.00014056424032704061 -0.00036133813403922232 -0.00025217509064846485 0.00025395103150209464
leaf_count=8368 258 12975 22786 27404 16298 6755 7443 1899 7591 12924 15795 35144 7638 23930 4672 19043 15490 5068 3740 11881 7663 8003 7468 3016 8982 2772 21517 8006 11917 15485
internal_value=0 -0.242837 -0.35635 -0.24974 -0.00455194 -0.441755 -0.0930176 0.432002 0.0983469 -0.655349 -0.583843 -0.594956 0.0309095 0.0326016 0.101714 -0.788252 -0.16199 0.126054 0.666913 0.172615 0.0362336 -0.247758 0.753215 0.506247 0.111154 0.486074 -0.160927 -0.451379 -0.309695 0.259085
internal_count=361931 332372 230325 152079 102047 71985 80094 29559 73832 35710 78246 77988 63469 52690 45247 34838 28465 13436 16123 35004 40575 36275 14224 6756 32912 10363 28272 43150 28215 27366
shrinkage=0.0020206


Tree=34
num_leaves=31
num_cat=0
split_feature=785 548 728 1376 263 50 545 890 727 608 664 1309 789 519 21 677 62 803 941 21 533 194 194 119 602 1469 43 1430 1436 1430
split_gain=3250.83 2074.83 1667.29 1173.02 767.379 613.863 594.69 422.758 418.801 415.167 361.085 315.529 313.623 314.228 301.677 290.301 275.473 274.898 271.128 244.306 239.02 228.336 226.337 301.798 216.033 210.189 209.074 201.491 201.198 193.564
threshold=-0.86283290253235112 1.3419342387057427 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.42272316119950532 -1.0182342416987082 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.29878677988246938 1.1248358748350926 2.1420547332082829 -3.2545899522946695 1.0000000180025095e-35 -0.37712515092315846 1.9682860324222273 1.9607587081991176 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.96833047545424733 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 -1 -6 27 20 11 19 13 18 -3 24 -11 25 26 -4 -5 -21 23 -10 -16 -7 -9 28 -8 -27
right_child=1 14 10 9 7 17 8 12 22 16 -12 -13 -14 -15 15 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00034240934771979519 -0.00068643225364897981 0.0031650379176235716 0.0032963280235771791 -0.0012048742637269052 -0.00020162401353388418 0.00056746114907276163 -0.00079797313400504556 0.00047353486298463987 9.0111324874687229e-05 -0.00064010093975992515 -0.0012737436746879335 -0.0001093900227096028 -0.0001671614139963692 0.0012051872473482178 -0.0016204696630673634 -0.00079435008185853133 1.7622207706278829e-06 0.0012545612859987357 0.0014020886427444105 -0.0010484811929543018 -0.00053638740649706532 -0.00055073893407934073 0.0016025442665066213 0.0014868873433099348 -0.00098884213955035692 -0.00060697768134730689 -0.00024431266978569604 0.00086534802954601456 0.00053404157728493521 6.4962713220015984e-05
leaf_count=4985 24120 171 153 13610 15067 5822 2459 28972 3242 14017 14884 12555 7686 6745 16936 33425 20653 1995 2831 23449 15899 28511 8239 3155 15669 8118 5779 4797 2682 15305
internal_value=0 -0.232049 -0.156154 -0.0578274 0.0521281 -0.128378 0.411868 0.18571 0.524713 -0.283083 -0.415862 -0.350174 0.262741 0.32301 -0.574871 -0.583677 -0.139513 0.045424 0.25303 -0.424333 -0.469226 -0.433401 0.714654 0.455339 -0.73508 -0.00537274 0.205085 0.223923 -0.0421773 -0.0904681
internal_count=361931 332372 266171 186619 122440 55360 29559 67080 24574 64179 79552 64668 52013 44327 66201 66030 34670 31240 37582 52113 29509 51960 14636 6397 32605 29245 34751 9938 5141 23423
shrinkage=0.00176314


Tree=35
num_leaves=31
num_cat=0
split_feature=683 785 263 50 548 56 1028 712 131 257 1028 803 1469 1470 595 56 50 497 747 1307 1430 1436 1469 1367 734 1378 332 1361 652 1361
split_gain=2979.24 2241.53 1381.57 956.643 646.933 638.942 599.961 464.262 446.924 408.583 403.121 381.681 365.739 353.786 340.308 337.423 460.311 329.196 292.391 285.652 267.201 434.181 227.366 218.885 218.854 196.214 193.485 192.388 191.194 185.787
threshold=-0.45360691579634166 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 -0.40317080334297789 1.0000000180025095e-35 -0.66275050977156291 -0.63779424894106762 -0.97947116861403372 1.0000000180025095e-35 -0.66275050977156291 1.9682860324222273 -0.47656903428532171 -1.319112866592808 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.656418941702585 1.0000000180025095e-35 1.3390041783085433 1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 1.0000000180025095e-35 1.968508212070009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.55024281929118113 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 5 12 13 29 -2 -4 26 -9 14 25 -3 20 16 -12 18 -10 23 21 22 -8 -7 -15 -1 -6 -11 -22 -5
right_child=1 2 8 6 9 19 11 10 17 27 15 -13 -14 24 -16 -17 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00040204225783734313 -0.00077090247243023053 0.0003066507076312927 -0.00049511865729284159 -0.0012586622659451524 -0.0018750697174969131 -0.0005848003025371993 0.0012905965975606099 -0.00014528989290282026 -0.00023519548103483016 -0.0012496829986710914 -0.00010289039085748311 0.0011533547502365978 -0.00083349256963618221 -0.0012938092755965299 -0.00067824478827941705 0.0016715968581765518 0.0015265877344358809 0.0012445128378531791 0.00061995119948827268 -0.0011706833186748652 0.00073470091325338667 0.00029745861205942073 -0.0010288768326048993 0.00014968400982216391 -2.283984202890341e-05 0.00044237924568510736 -0.001207850904948506 -0.00061435499959838487 8.9658868823532244e-05 -0.00045354810787414041
leaf_count=13839 2526 2829 8048 8258 17049 12084 664 3453 9375 14248 4861 4317 28801 40402 11616 11465 4774 7429 19016 6196 11541 10925 9749 15111 2529 6848 18046 22987 18498 14447
internal_value=0 -0.0376901 -0.112654 -0.200565 -0.435351 -0.372003 -0.0633568 0.45532 0.185862 -0.567882 0.5248 0.0261009 -0.256739 -0.544105 -0.014502 0.616281 0.361119 0.272737 0.175474 -0.166654 0.051499 -0.120178 -0.421544 -0.0820333 -0.595857 -0.052014 -0.741931 -0.418248 0.167805 -0.360248
internal_count=361931 240113 213034 169166 121818 79151 90015 27079 43868 72330 24553 67310 49488 45760 62993 21100 9635 35820 28391 33391 51377 21338 10413 27195 42931 20687 35095 37235 30039 22705
shrinkage=0.00203189


Tree=36
num_leaves=31
num_cat=0
split_feature=785 545 728 1100 263 257 727 526 257 519 595 194 873 332 464 1445 1454 1238 528 872 889 723 1091 852 402 21 1367 1361 804 543
split_gain=3414.15 2182.47 1585.77 1161.26 1113.1 801.807 605.2 585.173 528.562 374.099 351.5 349.043 312.262 299.865 301.601 298.241 291.453 290.776 289.963 279.718 271.702 242.765 233.253 227.736 225.253 207.095 200.724 275.33 194.466 174.108
threshold=-0.86283290253235112 -1.0372938969678034 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.242218440812676 1.0000000180025095e-35 1.0000000180025095e-35 1.3475299883120082 -0.2363894608792538 1.3335791531818588 1.3633726830512116 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 -2.2144973715372043 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 3 4 5 18 20 9 11 15 13 -2 23 14 -4 19 -10 26 22 29 -1 -11 -3 -7 -15 -18 27 -8 -21 -6
right_child=1 2 10 -5 7 12 17 -9 16 21 -12 -13 -14 24 -16 -17 25 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00058667275386608219 -0.0017404219014467228 -0.0011642998314230762 -0.0013366591089648732 -0.00092978311709812265 0.00038213868711952682 -0.00040501058479239769 0.00014580234091808949 -0.00035356080538609012 -0.00093573018390335041 -0.00011340240102536536 -0.0012892002706904647 -0.00097530128194396181 0.0014682329308217856 -0.0006062569862965555 -0.00052338892641353536 -0.00031867845210096813 0.0026793169342894906 9.0163607984119047e-05 0.00020963973727505374 0.00075240451643955196 -0.00047853831390538517 0.0013174579200686538 -0.00047664102238127883 0.00021060139378972895 5.8070651656725575e-05 -0.00040090119678326384 0.0016921393574128179 0.0015482361358008093 0.0020982989333626937 -0.00041377366395015385
leaf_count=7707 17254 18083 13390 19692 35407 12764 2957 14170 28976 1746 13849 22333 1716 17717 14894 7734 253 2399 3944 8634 4844 7629 12533 20900 11472 22019 8360 3292 1361 3902
internal_value=0 -0.222751 -0.126403 -0.0264667 0.0292424 -0.16424 0.436732 0.177639 -0.507507 0.249533 -0.393368 -0.700769 0.0358671 -0.323698 -0.484743 0.189121 -0.371513 0.653494 -0.402357 0.241784 0.116166 0.586476 -0.475348 -0.00865662 -0.182973 -0.195396 0.746116 0.497547 0.519935 0.167904
internal_count=361931 332372 241537 170215 150523 69940 29559 80583 90835 66413 71322 39587 35380 57473 28284 57038 51248 17008 34560 49304 12551 9375 30616 33664 29189 22272 14609 6249 9995 39309
shrinkage=0.00182865


Tree=37
num_leaves=31
num_cat=0
split_feature=785 545 263 959 188 728 727 257 733 1240 194 519 728 548 958 681 728 528 1361 803 1298 1373 873 1022 1361 402 1469 1436 1430 1469
split_gain=3921.23 2302.47 1754.86 1273.18 1266.05 736.9 652.195 545.587 531.904 460.396 361.894 359.819 336.052 310.354 296.213 293.234 280.283 279.551 266.758 255.959 236.049 231.991 219.693 219.534 286.858 214.895 212.147 207.255 274.924 251.829
threshold=-0.86283290253235112 -1.0372938969678034 1.0000000180025095e-35 -0.68169868102075137 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 1.3419342387057427 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3633726830512116 1.0000000180025095e-35 1.9682860324222273 0.60955665694886108 1.0000000180025095e-35 2.242218440812676 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.81490090580954255 1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 4 18 12 8 14 10 11 21 -2 15 -3 23 -1 19 26 20 -4 27 -14 -6 -11 24 -8 -7 -9 28 29 -5
right_child=1 2 3 5 9 25 13 16 -10 22 -12 -13 17 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006258950927230647 -0.001673668618276994 -0.00032761858157846226 -0.00098347109495762084 0.0012150689545749635 -0.00073161504046891123 -0.00056937923421158932 0.00026362501266130871 -3.3031208255304863e-05 -0.00025933610257452677 8.7027265071717172e-05 -0.00093874824320444486 0.0011295417930598905 -0.0013564894244122434 1.2474201009234285e-05 -0.00042811335514877306 -0.000353335782914624 -0.0010689251791216724 -0.00028167977576583868 -0.00031538459430086832 0.0014057342693973079 -0.00060750975593399964 -0.00019801641871455947 0.0013319337441207307 0.0017116236194447199 0.0015429947251477205 7.787164187244048e-05 -0.0006530826747496956 0.00062556043754396942 0.00055211592445736119 -0.0005218373947581727
leaf_count=7695 17254 8583 12913 1003 19180 14590 3339 9237 12078 18332 22333 8398 33194 1992 4856 5147 16075 4638 18922 2937 6819 22062 1637 8029 3648 10871 25936 24027 8718 7488
internal_value=0 -0.225109 -0.126145 0.0280985 -0.317085 0.135142 0.480251 -0.51661 0.232342 -0.126277 -0.711979 0.304984 -0.566289 0.703989 0.146915 0.240531 -0.37856 -0.64343 -0.332765 0.289119 -0.704066 -0.252797 0.115038 0.789109 0.551603 -0.163105 -0.279222 0.249051 0.0860066 -0.169686
internal_count=361931 332372 241537 127092 114445 95257 29559 90835 69796 61211 39587 57718 53234 17008 12551 49320 51248 44651 31835 44173 40013 41242 19969 15016 6987 25461 35173 41236 17209 8491
shrinkage=0.00173358


Tree=38
num_leaves=31
num_cat=0
split_feature=785 479 728 871 869 1445 272 712 872 1022 1430 821 1022 1361 470 470 401 804 119 464 471 188 705 1469 519 1097 1235 750 595 1022
split_gain=2884.97 1972.44 1618.62 1150.34 861.434 594.271 547.277 453.161 427.057 406.692 377.77 369.962 367.264 458.218 332.436 299.691 285.984 270.454 230.831 229.503 227.13 222.388 216.099 205.266 190.456 185.875 176.705 173.609 173.504 155.301
threshold=-0.86283290253235112 1.388869425783259 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.47584960161614115 1.6568181847307961 -0.63779424894106762 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 -1.0305144854359449 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.45538871002063286 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9500464794385356 -1.2791237062730081 2.1420547332082829 -0.64966988391888181 -0.34006977427296536 1.0000000180025095e-35 2.3732793974093203 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 8 7 -1 9 10 23 -4 13 -9 18 21 19 -10 -6 -3 -17 -13 -11 -2 -16 -5 -14 -18 -27 -7
right_child=1 16 11 25 14 29 -8 12 17 22 -12 15 26 -15 24 20 27 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00074532706728742308 0.0013052382567207315 -0.0020314200979560377 -0.001424235059843286 -0.0013541585187149927 -0.0014031538797367557 -0.00075163783198875576 -0.00098390681496091396 -0.00019399032640255083 0.0006390590112090094 0.00039146273314560561 0.00033058291403388298 -0.0015804342254242569 0.00077423465112535193 0.0014564572512481666 -0.00023767092731148329 -0.00072587251465001999 -0.00077974626419795496 0.0017706834767458122 -0.00046819817709458207 -0.0011814404260865256 9.7278690759637626e-05 -0.00070219454697897032 0.0011534671582669851 -0.00093154720061845947 0.00089439942067519752 -0.00045062257832131079 0.0019474407162840979 -0.0016734880178419422 -0.0015102575105686636 -2.1167227029886694e-05
leaf_count=2668 839 16836 23337 12139 10375 11104 2709 5626 10150 26694 14693 12395 2795 5950 23628 17188 24978 6137 13922 14718 11711 15578 9087 11182 3080 18904 9811 6138 4092 13467
internal_value=0 -0.212544 -0.140466 -0.044118 0.0269017 0.127762 0.395537 0.471452 0.207599 0.132653 -0.0574266 -0.397321 0.542615 0.304002 -0.190111 -0.309289 -0.558857 0.480792 -0.370635 -0.711918 -0.167827 -0.472406 0.263374 -0.334639 -0.0426457 -0.384658 0.753817 -0.421603 -0.280333 -0.149274
internal_count=361931 332372 269702 189493 154358 103353 29559 26850 78782 62495 26714 80209 24182 11576 51005 56872 62670 16287 24297 31554 28899 27973 35781 12021 26708 35135 12606 31116 22996 24571
shrinkage=0.00225043


Tree=39
num_leaves=31
num_cat=0
split_feature=785 1309 815 200 1016 728 712 1166 341 1235 705 1028 470 533 852 728 1367 497 50 733 1469 871 147 1235 203 547 56 1010 664 733
split_gain=3716.96 2295.53 1438.46 1058.94 932.391 704.337 650.712 642.077 500.333 500.278 462.192 432.75 337.909 459.185 333.639 332.769 310.342 282.807 261.715 243.095 241.492 238.08 211.236 197.686 197.159 197.022 196.474 196.27 190.607 178.873
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.36829310061983322 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.64460186713261591 -0.6888464262984979 -0.64316232591501354 0.73161970490752004 -0.66275050977156291 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.6127128701036082 1.0000000180025095e-35 1.0000000180025095e-35 -0.8778463702791649 1.0000000180025095e-35 2.9755377109647418 -0.94625487755706195 1.6436232400911501 0.55489234843406188 1.0000000180025095e-35 1.9615424434015647 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 18 11 8 -1 29 14 -8 25 -2 13 -11 20 19 27 -12 26 23 -3 24 28 -6 -10 -9 -4 -13 -7 -5
right_child=1 5 3 7 15 22 9 10 21 12 17 16 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00074627384804503783 -0.0018971857288393021 0.00095687704254162134 -0.0017219573536435824 -0.00041544783425275612 -0.00064917915702782981 -0.00035401655509563137 9.0853241625557418e-05 6.9428415632754925e-05 0.00019392593183265085 0.00017056372570916443 0.00046520281595212478 -0.0014632346220431807 0.0017389576203825764 0.0016390136124077121 0.0013660458501766363 -0.0010657455629114537 -0.00054115120715007826 0.0017229055660657954 -0.00053842574659912035 -0.0010057637353965668 0.00022918610043774231 -0.00081981226886839495 0.0025712340028657787 7.4784953933679072e-06 -0.00082363547530165879 -0.00067648849990628297 -0.00086976071247545582 -4.9822278468490669e-05 -0.0012874069466319239 -0.0012671896664332241
leaf_count=3225 18293 8161 6749 17508 11569 22703 5262 27355 22704 5710 13419 22943 10650 4712 5616 18302 10794 2589 30426 8470 24651 5624 276 17908 3380 6765 14910 1605 4428 5224
internal_value=0 -0.204149 -0.318259 -0.172479 -0.498907 0.050034 0.483389 -0.0205699 0.149746 0.568663 0.0991224 -0.707786 0.689354 0.452573 0.294819 -0.315917 -0.574653 0.363509 -0.403088 -0.210155 0.217847 -0.0395847 -0.23803 -0.125224 0.0377488 -0.0358119 -0.582921 -0.711783 -0.259179 -0.314934
internal_count=361931 332372 234829 124945 109884 97543 29559 72860 70136 26334 50128 53635 21072 10422 38428 56249 35342 16008 52085 37947 32812 31708 27407 29477 26084 34120 21659 24548 27131 22732
shrinkage=0.00191028


Tree=40
num_leaves=31
num_cat=0
split_feature=785 67 263 1235 727 728 257 705 893 263 1166 664 497 1022 1016 544 1430 612 21 545 921 1430 1373 62 1430 683 1436 614 869 1229
split_gain=4098.5 1956.79 1212.27 944.407 867.496 761.253 757.684 695.579 501.24 410.452 393.455 367.184 354.579 309.392 343.309 302.867 262.734 260.108 245.736 237.168 255.391 231.298 223.37 212.422 201.735 189.376 184.149 180.117 175.625 169.787
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.64316232591501354 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.83440877527505686 0.79083791459577812 1.0000000180025095e-35 -0.94772631485393388 1.0000000180025095e-35 2.0895063784560848 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -2.9709283393608152 -1.0372938969678034 1.0525743831388839 1.0000000180025095e-35 -0.65530826815947285 -0.37712515092315846 1.0000000180025095e-35 -0.76344857304914582 1.0000000180025095e-35 -1.0625654336828987 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 21 15 8 23 11 9 16 -6 17 27 14 -12 24 -3 25 -8 -11 -21 29 -20 -2 26 -5 -1 -9 -24 -4
right_child=1 5 3 7 10 -7 18 12 -10 19 13 -13 -14 -15 -16 -17 -18 -19 22 20 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001393784040004337 -0.0019740506808040804 -0.0011240848237230464 -0.0019722267556224818 -0.0011895384771897026 -0.00070307171742727058 -0.0012098165030058137 0.0019371875433650896 -0.0014127364095459663 -0.0011603537067411145 -0.00085654976533648685 -0.0004998061536315543 -0.0014912204645346789 0.00056979942544329318 0.00086388156815292222 0.0007171061387951026 -0.0011693903820359966 -0.00058445826501342748 -0.0014875624358603355 -0.0015037131340949663 -0.00037023964775705564 0.0003635546749150533 -0.0012537071801100709 -0.00099194201708196822 -0.0016036294035418955 0.00013047788350419522 -0.00075938778669487649 -0.00019100046586079626 -0.00049043913593669144 -0.0014157711516885828 -0.0014270426162311558
leaf_count=1811 21125 12181 8065 10579 2402 28611 149 1846 13513 5987 3689 12241 2105 7727 3190 4814 15303 6062 22373 21847 3918 27614 20852 32227 3911 29337 2015 14147 11755 10535
internal_value=0 -0.79291 -0.892686 -0.763251 -0.054551 -0.573141 -1.04529 -0.634606 -0.471749 -0.398153 0.224294 -0.737965 -0.31402 0.340818 0.0490903 -0.433512 -0.569817 -0.661019 -0.888582 -0.254216 -0.177542 -0.984319 -0.89604 -1.21695 -0.205038 -0.606142 -0.518442 -0.411482 -0.795402 -1.15466
internal_count=361931 332372 231012 122531 29559 101360 108481 76317 72749 59236 17008 58219 18098 14606 6879 12551 27484 45978 55129 31752 25765 46214 54980 53352 7737 39916 3826 15993 32607 18600
shrinkage=0.00143583


Tree=41
num_leaves=31
num_cat=0
split_feature=785 67 263 1235 188 728 705 712 272 893 1022 1361 921 664 677 784 497 1016 1373 612 1430 62 1229 959 1166 529 545 614 1298 1436
split_gain=3830.43 2160.8 1435.41 1017.19 1010.97 803.231 693.256 667.026 526.239 510.109 405.417 508.056 403.405 386.523 329.587 326.115 299.539 298.932 293.012 278.293 269.254 250.409 205.405 200.669 195.713 190.257 183.628 173.322 162.199 160.606
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.64316232591501354 1.0000000180025095e-35 1.0000000180025095e-35 0.83440877527505686 -0.63779424894106762 1.6568181847307961 0.79083791459577812 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 2.2206245932530155 1.0000000180025095e-35 -0.65530826815947285 1.0000000180025095e-35 1.0000000180025095e-35 -0.37712515092315846 1.0000000180025095e-35 -0.68169868102075137 -0.94772631485393388 1.0000000180025095e-35 -1.0372938969678034 -1.0625654336828987 0.60955665694886108 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 20 21 9 13 -1 10 12 11 29 14 19 17 -14 27 -3 -6 25 22 -2 -4 -20 -12 -5 -7 -8 -23 -9
right_child=1 5 3 6 18 26 16 8 -10 -11 24 -13 15 -15 -16 -17 -18 -19 23 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010152757444433446 -0.0021824584113668121 -0.00085327459196272732 -0.002085354679695325 1.3805466883563327e-05 -0.0012717742663347824 -0.0014583065656274985 -0.00105266178771822 -0.00061141508139735817 -0.00089263835940009276 -0.00066799603761635775 0.00050414624600256621 0.0014618860133423293 0.00050606372858845949 -0.0012155398455208964 0.00040263709792502178 0.0021185570337880978 0.0018770202463742659 0.00015653206613140558 -0.0011677937136952885 -0.0012090315042445057 -0.0008243909967361084 -0.001661894430137693 -0.0011194159722027126 -0.00041902614154160225 0.0018991306888377852 -0.00059253565862958885 -0.00057910914678380707 0.00037382257116968642 -0.0007897725038420693 0.00095612573365825551
leaf_count=3225 20020 10179 8065 24817 23287 6357 1864 4253 2152 13513 1875 5950 6586 12241 27774 2911 1894 11786 9940 6062 27614 25749 10535 24226 10731 15099 22254 14340 5259 1373
internal_value=0 -0.293131 -0.404682 -0.260613 -0.584247 -0.0555737 -0.125891 0.403796 0.491386 0.0486793 0.564817 0.314454 0.122876 -0.234474 0.0514779 0.477159 0.195416 -0.133413 -0.404833 -0.154736 -0.505865 -0.812376 -0.702446 -0.288376 0.785509 -0.0968978 -0.351284 0.106427 -0.694058 -0.0959941
internal_count=361931 332372 231012 122531 108481 101360 76317 29559 26334 72749 24182 11576 59236 58219 49739 9497 18098 21965 57453 45978 46214 51028 18600 34166 12606 39916 28611 16204 31008 5626
shrinkage=0.00216727


Tree=42
num_leaves=31
num_cat=0
split_feature=785 545 263 50 194 1028 712 540 257 1166 728 873 56 50 62 194 1470 1361 1097 733 1454 1436 734 1022 1430 407 519 803 497 1085
split_gain=3837.15 2206.02 1733.31 1171.14 741.514 737.594 668.745 647.347 522.738 521.978 501.712 386.098 374.802 492.544 368.091 341.897 339.64 287.944 285.958 270.808 270.327 248.634 244.045 216.626 371.343 206.757 205.506 205.418 201.493 195.3
threshold=-0.86283290253235112 -1.0372938969678034 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.94772631485393388 1.0000000180025095e-35 1.3467136707454657 1.0000000180025095e-35 1.0000000180025095e-35 -0.37712515092315846 1.0000000180025095e-35 -1.319112866592808 1.0000000180025095e-35 -0.95342879297703587 1.0000000180025095e-35 -0.2363894608792538 1.0000000180025095e-35 1.968508212070009 1.0000000180025095e-35 1.0000000180025095e-35 -1.2965003005540392 2.1420547332082829 0.85523949479533445 1.7001250133015622 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 3 4 16 17 -1 28 15 -8 11 19 13 -11 -6 -2 -3 -5 -9 23 -10 -16 29 24 -7 -14 -20 -13 -4 -18
right_child=1 2 7 5 14 10 9 18 20 12 -12 27 25 -15 21 -17 22 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00095595031075084108 -0.0020695579477019682 6.1381591550455742e-05 -0.0005208731076755842 -0.0014292455436784315 -0.0012144126408543362 -0.00083662785847848334 -0.00021571951148234529 -0.00042471060486206112 -0.001172895866547902 -0.00015164475761015659 -0.00062124940532108631 0.00057180139001877469 -0.00039578799277982155 0.0015323614610729839 -0.0007199688220610865 -0.0012250220508397184 -0.0017319503218073593 -0.00055269087939307691 0.00056015697773422368 -0.00065458361750469519 -0.00054852795108958918 6.9508121325331549e-05 -0.00021390129711749964 0.00046070065017151106 0.0003046934203624222 0.0018192527216231117 0.001366876464897997 0.002123578440629719 0.00057771262953438748 -0.0011428898141188869
leaf_count=3225 17254 2994 16270 10946 10120 8129 4260 4006 28976 5044 21730 4246 675 5019 12123 22333 26629 19164 20387 8868 22272 14944 2885 17552 11257 11336 5837 1738 3143 18569
internal_value=0 -0.283482 -0.187275 -0.278013 -0.45561 -0.13793 0.414111 0.127772 -0.565447 0.501676 -0.0358371 0.0634376 0.61027 0.346903 -0.247935 -0.754221 -0.627619 -0.41246 0.294548 0.00100776 -0.431597 -0.131826 -0.673137 0.0710887 -0.0725152 0.821722 0.361417 0.50732 -0.158512 -0.713452
internal_count=361931 332372 241537 191894 88264 103630 29559 49643 90835 26334 73520 51790 22074 10063 37187 39587 51077 30110 30230 45806 51248 27067 48083 36938 19386 12011 26224 5984 19413 45198
shrinkage=0.00207575


Tree=43
num_leaves=31
num_cat=0
split_feature=785 548 728 263 1378 705 470 1436 1361 852 705 1166 821 519 470 712 464 388 470 188 545 750 471 50 188 470 683 959 1100 1169
split_gain=4420.91 2399.07 1891.67 1297.66 917.936 748.67 498.281 442.577 535.377 406.311 404.023 396.906 359.896 328.929 319.53 298.586 296.989 295.566 285.642 385.98 272.442 243.664 239.139 234.652 227.558 205.518 198.243 189.687 187.921 184.715
threshold=-0.86283290253235112 0.76023255802283574 1.0000000180025095e-35 0.66115833724634121 1.0000000180025095e-35 0.024944846130704988 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 0.51747580830848527 -0.94772631485393388 -1.0305144854359449 2.1420547332082829 1.0000000180025095e-35 -1.5590971551374573 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.07329023030195 -0.98621059485438678 0.46785215589125484 1.3563391952969075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 15 16 8 -2 23 28 -7 -4 27 24 -1 -3 21 19 -13 -8 26 -16 25 -14 -6 -9 -12 -5 -17
right_child=1 6 12 10 9 11 20 17 -10 -11 13 18 14 -15 22 29 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00080326285877540952 -0.0010290295959972137 -0.0013364430717129315 -0.0010418998684491229 0.00018982786078435959 -0.00061503098423634653 -2.141402172873167e-05 -0.00080307911614097395 -0.0004772709101504097 -0.00035430127916824544 0.00067074606983075582 -0.00048174849876646834 0.00016311893428163347 -0.0011439847693008403 0.0011445741472377157 -0.00058129291015460659 0.0004968071309249118 -0.00083449079811738936 -0.00071127471068586337 0.001427164285668242 0.0013163867903894198 -0.00033220796481345623 -0.00076518513245686539 -2.7212858560388975e-05 0.00012694395859901033 -0.00056793217947440295 4.67142192704486e-05 6.3592533451519866e-05 0.00048879488831103093 -0.00044622960918439539 -0.00055499736887009354
leaf_count=2648 19296 23063 19861 14404 9431 2633 30379 7354 21278 6843 1892 4128 11327 5211 15701 6439 21481 9611 8335 3833 15687 4598 10881 21865 14309 6453 25147 11300 5000 1543
internal_value=0 -0.293243 -0.192951 -0.0838521 -0.18031 0.453671 -0.58568 -0.302603 -0.459276 0.04397 0.221667 0.662701 -0.477621 0.415458 -0.390812 0.0454857 -0.75017 -0.172173 0.763647 0.514596 -0.440664 -0.0944098 -0.240244 -0.0376255 -0.561001 -0.226214 -0.035795 0.252694 0.0243558 0.212085
internal_count=361931 332372 241762 169683 131876 29559 90610 87284 40574 44592 37807 18929 72079 18403 52218 10630 44544 46710 16296 7961 46066 37099 26582 37749 25636 15884 32501 13192 19404 7982
shrinkage=0.0014405


Tree=44
num_leaves=31
num_cat=0
split_feature=785 545 263 50 1378 194 712 540 1166 257 1028 56 50 62 194 1470 921 1097 1454 1436 734 784 729 1361 705 407 664 21 1085 457
split_gain=3686.54 2114.18 1675.44 1130.73 723.435 707.248 646.485 627.115 511.267 504.993 413.339 367.144 482.35 358.628 334.51 333.536 277.755 275.478 264.892 242.456 239.803 224.223 213.565 209.32 203.012 199.646 197.268 194.251 190.004 188.246
threshold=-0.86283290253235112 -1.0372938969678034 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -0.94772631485393388 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.37712515092315846 1.0000000180025095e-35 -1.319112866592808 1.0525743831388839 -0.95342879297703587 -0.2363894608792538 1.0000000180025095e-35 1.968508212070009 0.9594655836162902 0.75637635299260908 1.0000000180025095e-35 0.86010604286694103 -1.2965003005540392 1.0000000180025095e-35 -2.2144973715372043 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 9 3 5 10 15 -1 26 -8 14 23 12 -10 -7 -2 -3 29 -9 -11 -15 28 -18 -12 -5 -19 -13 -4 -20 -17 -6
right_child=1 2 7 4 16 13 8 17 11 18 22 25 -14 19 -16 20 21 24 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010493884730804193 -0.0022603276775623603 7.1546459965441219e-05 -0.00014619515780592664 -0.0015041501572914163 0.00017928787623617404 -0.0013343045448779432 -0.00025318473587875853 -0.00046735926204779512 -0.0001828443823847411 -0.0012816039418268802 -7.3251927750902205e-05 -0.00043233634162300567 0.0016585292366095125 -0.0007952250149393424 -0.0013346719699055831 -0.0018918485608166846 0.00046141446640081136 0.00051940701962298959 0.0030443312359137776 6.5605976888592906e-05 -0.00022948170613652343 0.0023154753638953683 -0.00081742225938560517 -0.00070654953973706266 0.0012981521704698838 0.0019714025444142391 -0.0013104320444808127 -0.00065069982409715664 -0.0012489047954443301 -0.00082614953697876352
leaf_count=3225 17254 2994 15472 12157 23838 10120 4260 4006 5044 28976 26629 675 5019 12123 22333 26629 3661 16895 253 14944 2885 1732 11903 19020 9329 11336 3941 22019 18569 4690
internal_value=0 -0.281688 -0.187569 -0.276869 -0.139307 -0.451653 0.402601 0.122076 0.488789 -0.558293 -0.259421 0.596456 0.335728 -0.249014 -0.744506 -0.620162 0.089559 0.286153 -0.426758 -0.134507 -0.665443 0.4798 -0.125587 -0.438371 0.351735 0.806083 -0.159727 -0.26107 -0.70556 0.010979
internal_count=361931 332372 241537 191894 103630 88264 29559 49643 26334 90835 69709 22074 10063 37187 39587 51077 33921 30230 51248 27067 48083 5393 38532 31177 26224 12011 19413 22272 45198 28528
shrinkage=0.00229237


Tree=45
num_leaves=31
num_cat=0
split_feature=785 1309 815 200 1154 728 705 614 921 1028 1028 677 783 1166 1367 728 809 728 470 533 50 526 406 752 519 497 1469 56 1235 134
split_gain=3294.87 2014.32 1237.68 939.017 847.668 636.445 603.689 600.523 470.585 403.616 398.437 393.093 324.593 321.643 307.399 292.8 290.163 285.894 251.521 339.508 244.663 237.858 235.461 229.211 218.713 206.076 191.697 188.343 176.102 174.789
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.36829310061983322 1.0000000180025095e-35 1.0000000180025095e-35 0.024944846130704988 1.0000000180025095e-35 1.0525743831388839 -0.35861621905537377 -0.66275050977156291 1.0000000180025095e-35 1.1155635910225459 -0.94772631485393388 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0752335520519363 2.1420547332082829 1.9107088128239058 -1.2791237062730081 1.0000000180025095e-35 -0.94625487755706195 -0.3949157635235564
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 20 10 8 22 -5 11 -9 -2 16 -10 -8 26 24 -3 21 19 -15 27 28 -1 -13 -11 29 -12 -4 -6 -7
right_child=1 5 3 7 17 25 13 9 12 15 14 23 -14 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00049592366670758031 -0.0021914844783582819 -0.00095840648171626049 -0.0020375612442073724 -0.00080413239493822529 -0.00084906851448485134 -0.00049922274427004437 -9.9906844106978815e-05 -0.00068185294936107222 0.00046409444054929433 0.00029534315802878298 0.00022852216648482725 -0.00042363183319621476 0.0020768138397288501 0.0001596225150402809 -0.00071885686378788294 -0.00042015850264450909 -4.8632491459058628e-05 -0.0012913746603427491 0.0018868308085140657 0.0017993381301500515 -0.00074954637713681334 -0.0012687739145070169 -0.00075900173940965962 0.00044241645750767286 0.0013312637072876354 0.00091393073769550047 -0.0017160194304129126 -0.0011042219299764356 -0.00015280246403382813 -0.0012691252525406449
leaf_count=6206 18391 11761 6749 24472 11562 16763 2633 11729 7578 23372 1012 7214 2716 4442 10907 9597 15375 18089 8335 3519 30426 8484 4424 25492 3690 1346 23724 14910 17715 9298
internal_value=0 -0.275439 -0.381184 -0.247527 -0.547079 -0.0399232 0.372959 -0.105986 0.0541834 0.0154412 -0.742465 -0.0138828 0.426244 0.562843 -0.616718 0.111005 -0.195307 -0.372886 0.655249 0.421036 -0.462137 -0.275816 0.00659937 0.124051 0.207801 -0.309771 -0.75158 -0.634005 -0.192338 -0.353216
internal_count=361931 332372 234829 124945 109884 97543 29559 72860 70136 48388 54034 59842 10294 18929 35643 36659 27136 55850 16296 7961 52085 37761 10630 32706 27062 27407 24736 21659 29277 26061
shrinkage=0.00216467


Tree=46
num_leaves=31
num_cat=0
split_feature=785 545 263 188 959 664 712 728 257 476 1240 519 56 119 194 728 1442 803 1454 528 1361 1373 1298 1097 873 21 723 681 705 1458
split_gain=4093.05 2285.72 1773.98 1293.23 1272.88 732.407 703.306 562.274 542.971 507.304 450.264 379.501 369.763 444.999 360.828 314.287 303.696 270.33 266.455 263.001 250.19 232.668 226.133 211.069 208.175 205.922 202.107 198.301 188.506 182.164
threshold=-0.86283290253235112 -1.0372938969678034 1.0000000180025095e-35 1.0000000180025095e-35 -0.68169868102075137 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.70335058585943822 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.962738934255707 1.9682860324222273 -0.2363894608792538 1.3633726830512116 1.0000000180025095e-35 1.0000000180025095e-35 0.60955665694886108 -1.2571877020351898 2.242218440812676 -2.2144973715372043 1.0000000180025095e-35 1.0000000180025095e-35 0.42325249380490987 0.20667703603638712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 3 15 20 7 -1 11 14 -8 21 16 13 -11 -2 -3 -6 27 -10 22 -4 -5 -17 -14 -12 -20 -13 29 -7 -18
right_child=1 2 4 10 5 28 9 -9 18 12 24 26 23 -15 -16 19 17 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00067239364367924334 -0.0014999956337614824 -0.00037280859288719255 -0.000900581587368486 -0.00069179645694885761 -0.00031708422129623581 -0.00072656877673053192 -0.00013963154922191443 -0.00017746328809381719 -0.00082952750698942488 -1.5581352861252592e-05 1.092330482537111e-05 -3.8624642095708697e-05 5.2076946357083129e-06 0.0011345116291242515 -0.0008705610560576692 -0.0012282384310289866 0.00025105352340122882 0.0011887045677576602 0.0020898868454336185 -0.0003323854586893629 -0.00034305079749887528 -0.00023116313380275918 -0.00059850318790950015 0.0013767113929072979 0.0010578516987522081 -0.00041443397750058467 0.0011099183144223051 -0.00031577193800192175 -7.9959422340325986e-05 0.00070420806569356799
leaf_count=3225 17254 8583 12913 19180 6370 9561 3856 20953 28976 5164 18332 1487 956 5066 22333 33194 26591 2836 253 4638 18922 22062 6819 11292 1637 22019 6922 3923 6981 9633
internal_value=0 -0.267598 -0.169463 -0.359563 -0.0149488 0.0918123 0.452355 0.165932 -0.55512 0.541753 -0.167461 0.257985 0.642214 0.382585 -0.747648 -0.608168 0.192193 0.247181 -0.418305 -0.682039 -0.372819 -0.291611 -0.740256 0.849506 0.0699642 -0.251932 0.612969 0.205884 -0.29327 0.24844
internal_count=361931 332372 241537 114445 127092 95257 29559 78715 90835 26334 61211 57762 22478 10230 39587 53234 49353 42983 51248 44651 31835 41242 40013 12248 19969 22272 8409 40147 16542 36224
shrinkage=0.00150492


Tree=47
num_leaves=31
num_cat=0
split_feature=785 341 728 871 125 959 257 727 21 470 464 821 519 803 410 819 895 497 1442 710 1238 595 269 1470 1464 735 723 1169 1436 1430
split_gain=3088.8 1955.39 1523.56 1084.27 832.788 614.4 593.865 576.41 438.683 412.531 400.271 359.016 346.047 350.371 288.052 285.51 278.855 263.14 262.075 252.891 217.448 213.681 211.285 209.387 199.456 200.607 194.565 182.586 182.473 211.896
threshold=-0.86283290253235112 0.76477020397632989 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2907225086880219 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 -0.72370887929751782 2.1420547332082829 1.9682860324222273 1.3527170775418222 1.0000000180025095e-35 0.27654892694072097 1.7001250133015622 -1.2625182715263061 0.44168008893566513 1.6236383842237581 1.0000000180025095e-35 -0.36806838854686125 -1.2126727935954851 1.4925201905101055 2.2560756724538602 1.0000000180025095e-35 1.3563391952969075 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 6 -6 23 19 -3 10 -10 -4 13 18 20 22 -8 21 -7 27 -9 -13 -11 -2 25 28 -14 -1 29 -20
right_child=1 8 11 -5 5 12 16 14 9 15 -12 17 26 -15 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064792773587657785 0.00014483502359249453 0.00332311645868596 -0.0013318936017365432 -0.00086406365425536591 -0.00050812231762978723 -0.00056861943739157112 -0.00024521521497235103 0.0014910085439393901 -0.0018556896980814115 -0.00094920529742871041 -0.0010110657257127067 -0.0006367196321198505 -0.00012519916897243109 0.001440227797873941 -0.00015903435093365584 -0.0015629964568954187 0.00060527684047738937 0.00046764929939508803 -0.00063540621993463412 -0.00088375535522292319 -0.00022331109919678009 -0.0014397460358327207 -0.00031531403525246173 -0.00099976539302903803 0.001190907426301282 0.001569784648352217 0.0013426791282464415 -0.00080459040002719767 0.00039390648797135432 0.00026189748783907467
leaf_count=7661 3143 307 23963 31106 15051 6502 24725 13770 22857 22545 21312 37219 1666 3494 2061 8213 7839 2951 7817 3309 1177 7579 15088 24346 3448 1527 7308 1581 23471 8895
internal_value=0 -0.262163 -0.171054 -0.0734477 -0.00203184 0.123557 -0.185271 0.366508 -0.528966 -0.538929 -0.692099 -0.431359 0.200587 0.141938 0.580354 -0.406792 -0.0128573 -0.330868 0.100593 0.0551197 0.665664 -0.372892 -0.333457 -0.419325 0.14985 0.112702 0.532363 0.202674 0.0859133 -0.0699993
internal_count=361931 332372 242050 170338 139232 79179 60053 29559 90322 90015 44169 71712 64128 55154 17008 45846 32564 47749 51660 12551 14947 44798 37633 27489 45158 41710 8974 9242 40183 16712
shrinkage=0.00204962


Tree=48
num_leaves=31
num_cat=0
split_feature=785 1447 614 1022 1430 728 1028 705 852 809 263 497 1436 464 815 269 1165 890 1097 664 67 884 533 728 21 784 733 50 1459 964
split_gain=3155.62 2018.81 1213.59 1009.87 826.395 732.11 586.394 584.925 480.905 438.42 416.92 398.244 347.529 318.84 315.335 308.046 299.901 280.77 269.882 259.634 234.376 228.923 260.783 206.982 185.733 180.157 179.932 172.479 166.256 165.113
threshold=-0.86283290253235112 -0.24955227496289575 -0.75411934043310735 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.35861621905537377 0.28191752204954684 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.9703080013679652 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.36806838854686125 1.0000000180025095e-35 -1.0182342416987082 -0.95342879297703587 2.3848607387285203 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -2.9709283393608152 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 0.57266329086659318 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 4 12 8 26 16 10 14 13 15 -4 -3 -2 -8 -1 -12 -9 23 27 22 -20 -17 -11 -10 -5 -6 -26 -7
right_child=1 5 3 6 20 29 11 18 25 24 17 -13 -14 -15 -16 19 -18 -19 21 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0004912668338923655 -0.0017240634354505299 -0.00072886751867484148 -0.0013593720398630809 -0.00046263717099146568 -0.00092135772692556882 -0.00077701218592370394 -0.00062831489138323972 -9.877888362850543e-05 0.0004952195981972029 0.00278707605738938 -0.00035002317533655732 0.00083065040992230102 -0.00054638466110622534 5.1809498340625466e-06 -0.0010101572996967069 0.00024469790550255065 -0.00051587574972971641 0.00038516526135350094 0.00019231811994959558 -0.001354681839122743 3.5351680471013596e-05 0.0015416147148444592 0.0014166654329409128 -0.0003428902013225205 -0.00088446783007928222 0.0014416364180213255 -0.0011460229130538081 -0.00034429423403534105 -0.00032312321424380366 -0.00023147893496103266
leaf_count=8368 15863 13129 27332 21177 11018 16298 10215 1899 7591 137 7578 5165 8658 15525 19112 25723 5068 27237 3740 1599 10069 7468 3016 9529 35139 2772 6390 15204 7995 11917
internal_value=0 -0.256409 -0.365949 -0.263841 -0.444615 -0.026946 -0.11309 0.378698 0.0705024 -0.584571 0.00486361 0.0046073 -0.676821 -0.18003 -0.769607 -0.0556364 0.083628 0.1412 0.607404 0.0251759 -0.233413 0.690464 0.445273 0.0578869 -0.447674 0.44784 -0.359655 -0.337906 -0.45663 -0.316429
internal_count=361931 332372 230325 152079 72281 102047 79798 29559 73832 78246 63469 52231 35990 28654 34975 47066 13436 34815 16123 36851 36291 14224 6756 35252 43271 10363 27567 26222 43134 28215
shrinkage=0.00170243


Tree=49
num_leaves=31
num_cat=0
split_feature=785 683 263 50 1097 56 712 809 747 338 884 728 884 1292 1470 873 1307 131 1469 43 1298 734 388 1361 519 497 1454 1430 1022 200
split_gain=3487.39 2095.82 1719.42 1087.45 679.46 675.237 614.335 604.612 550.912 484.242 461.773 432.935 383.038 462.789 349.279 328.09 303.726 270.784 258.876 234.099 227.315 223.537 214.433 206.695 204.735 195.486 188.416 186.295 333.631 182.58
threshold=-0.86283290253235112 -0.76344857304914582 0.66115833724634121 1.0000000180025095e-35 -0.64966988391888181 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.98257908251360637 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.3467136707454657 1.3390041783085433 -0.97947116861403372 -0.48837130887337593 1.0000000180025095e-35 1.0000000180025095e-35 1.968508212070009 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 2.0895063784560848 0.40055145564584022 1.0000000180025095e-35 1.0000000180025095e-35 -0.36829310061983322
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 3 5 23 14 -1 10 25 -8 -2 15 13 -11 -3 22 19 -10 26 20 -7 29 27 -5 -19 -4 -9 28 -6 -16
right_child=1 2 8 4 11 16 9 18 17 12 -12 -13 -14 -15 21 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00066333567640078817 -0.0014624693497441823 7.9815391264682512e-05 -0.00031401102573412636 -0.00096986627964306576 -0.00056661891546135512 -0.00042771460839435019 -0.00022688801370292471 -0.00053135346157656867 -0.00022978391881670168 -8.7245586777979242e-05 -0.00079215347509457596 -0.00040735667314643746 0.0012021072808666067 0.0010443428699622454 -0.0014535844391273414 0.00073646821917967885 -0.00094464921632592092 0.00042760443584544209 -0.00074893062694573824 -0.00078214236313289321 0.00016338117858667397 -0.00012278077311266169 -0.00041295484031309828 -0.00040204444932275934 0.0010196651014365544 0.00058548001762249362 3.6559511183844935e-05 0.00029273350326147144 0.00030285173327942571 -0.00093108801657363651
leaf_count=3225 19406 3043 15220 9793 7873 10222 3709 16269 4231 5521 24685 20671 11704 5400 9077 5738 6712 19857 35875 5611 12919 2645 8364 17183 5624 2237 8063 20299 7172 33583
internal_value=0 -0.267771 -0.164023 -0.257797 -0.117993 -0.433864 0.398539 -0.517969 0.157242 0.482446 -0.712711 -0.0200402 0.578987 0.329508 -0.603036 0.0740122 -0.229734 0.308404 -0.386784 -0.144247 -0.0594427 -0.652809 0.0149727 -0.399679 0.378193 -0.125383 -0.225109 0.0782569 -0.0878139 -0.692211
internal_count=361931 332372 228074 180905 97093 83812 29559 104298 47169 26334 44091 70117 22625 10921 48348 49446 35464 29712 60207 28752 23141 45305 43708 26976 25481 17457 24332 35344 15045 42660
shrinkage=0.00149781


Tree=50
num_leaves=31
num_cat=0
split_feature=785 1378 746 885 602 548 338 181 728 727 852 1235 612 269 728 728 872 263 1022 1016 789 595 1292 1367 1298 548 1009 401 1361 519
split_gain=2890.12 1917.49 1169.2 831.955 729.961 600.192 549.195 419.882 406.745 401.251 358.695 324.936 321.027 317.731 293.776 253.539 250.993 233.772 219.075 285.383 218.687 216.747 214.419 214.434 203.157 200.356 199.751 191.297 185.304 184.275
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35018306414905159 1.0000000180025095e-35 -0.40317080334297789 -0.98257908251360637 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 -0.34006977427296536 1.0000000180025095e-35 -0.36806838854686125 1.0000000180025095e-35 1.0000000180025095e-35 1.9643541136160632 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.46938171768138232 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 7 13 8 -1 12 10 22 17 -5 14 -2 20 26 24 -3 19 -11 25 27 23 -8 28 -4 -6 -7 -15 -13
right_child=1 5 3 11 15 21 9 -9 -10 18 -12 29 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00053102784819695798 -0.0020177581318544559 -0.0001605826696521273 0.00017342085287547432 -0.00061177188433472795 -0.00041493794557054281 -0.00075781867258859262 -0.0010708948567428912 -0.001223555623055146 -0.00039502152945544759 0.00011937459422475965 0.0011583741961714107 0.00020862143294106601 -0.0012441629060202897 -0.0019095421469375754 -0.00083175058764386924 -0.0012144067827383018 0.00022141136912052838 0.00047006250839255048 0.001811780773956116 0.0016932451041766555 -0.00088588844353316878 -0.0012034760395857446 0.00096416287158367401 0.00053686493071253131 -0.00081376646648741711 -0.00053323782686064592 -0.0011616658258609197 -2.802698471098356e-05 -0.0010189480510702435 0.0012677791478917389
leaf_count=4634 18414 17882 20951 8538 29882 12420 2567 22104 17793 3708 7410 18926 10418 15052 21676 18380 1964 22384 7864 3207 6987 7384 4719 2860 9398 11129 8966 14332 7106 2876
internal_value=0 -0.250167 -0.355649 -0.224788 -0.519161 -0.0229701 0.358747 -0.323775 0.0833705 0.463073 0.171154 0.0521214 -0.249878 -0.711497 -0.195006 -0.36292 -0.590664 0.0974946 0.650672 0.412079 -0.0953537 -0.245446 0.173018 -0.0891793 -0.640412 -0.0270439 -0.273122 -0.163649 -0.757562 0.171318
internal_count=361931 332372 232767 123605 109162 99605 29559 93265 65469 24925 47676 30340 71161 51934 60743 57228 33520 40266 14779 6915 39067 34136 10146 5427 31556 32080 38848 26752 22158 21802
shrinkage=0.00211725


Tree=51
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 1028 809 712 884 678 803 1028 1470 56 50 595 1097 728 1459 131 942 734 1436 181 1022 1430 519 543 1430 1457
split_gain=2888.26 2155.16 1455.43 1005.84 641.618 608.657 570.876 473.019 468.257 453.575 387.354 382.288 347.781 338.261 460.942 334.992 281.731 270.664 247.234 242.609 230.483 217.572 204.933 203.254 193.586 317.482 186.536 186.018 184.993 183.525
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 -0.66275050977156291 -1.319112866592808 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.64966988391888181 1.0000000180025095e-35 0.71505107648705846 -0.97947116861403372 2.231519495564001 1.968508212070009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.5723103033889971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 3 4 12 29 8 -2 -1 -4 15 -9 -3 14 -13 17 -6 20 23 -11 24 -14 28 -8 25 -7 -21 -24 -18 -5
right_child=1 2 9 5 16 10 18 11 -10 19 -12 13 21 -15 -16 -17 22 -19 -20 26 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001791124810954734 -0.00077520911067315219 0.00018689810306289672 -0.00018791936475421017 -0.00080737264192564122 -0.0010260286566843697 -0.00072362288506010782 -0.00065188260859534394 -0.00015869168864072824 -0.00092381854131455511 -0.00028074910217342966 0.0010190849919414929 -0.00017054968696198308 -0.0012508081137452588 0.0014972278224699921 0.0013600453203700636 -0.00065582886894466059 -0.0010052472265385682 -0.00038451750178180688 -0.00010628209470778575 0.00052330479560316976 0.0014456505898337603 -8.7916607513529679e-05 0.00024279349670842793 -0.0012679986422360441 0.00041788829793162105 0.00026586087133936338 0.0012454561751510224 -0.0011356250892371337 -4.7126903867842689e-05 0.00047424561404847075
leaf_count=19828 2668 3043 17535 23500 8516 7940 39826 3604 25179 4157 4549 4931 42660 11640 4857 12700 6893 16215 9927 19823 1770 2645 13071 11397 17366 11235 5654 1668 5316 1818
internal_value=0 -0.0672897 -0.136678 -0.223921 -0.39508 -0.0890354 -0.475699 0.413794 -0.665543 0.15899 -0.000211874 0.484842 -0.562377 0.574789 0.320838 -0.0395542 -0.19535 0.0246778 -0.348616 0.296277 0.109182 -0.612816 -0.100613 -0.40811 0.0746162 -0.0629897 0.361679 0.0517169 -0.297177 -0.370269
internal_count=361931 255774 228074 180905 83812 97093 106157 27700 45007 47169 71775 25032 48348 21428 9788 67226 35464 54526 61150 29634 38311 45305 26948 51223 36541 19175 25477 14739 12209 25318
shrinkage=0.00191739


Tree=52
num_leaves=31
num_cat=0
split_feature=785 545 263 50 194 1028 712 540 257 272 728 784 1367 1361 728 62 194 921 1361 1097 1454 964 1436 1469 21 705 664 1430 871 405
split_gain=3279.55 2059.01 1577.84 1085.67 690.509 680.147 598.081 585.028 500.815 446.409 431.114 354.005 348.788 483.126 343.387 339.931 338.023 285.401 280.203 265.456 264.053 240.683 223.601 222.57 210.646 189.649 188.439 177.724 177.335 171.468
threshold=-0.86283290253235112 -1.0372938969678034 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.6568181847307961 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.37712515092315846 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.95342879297703587 -0.2363894608792538 0.80745641784395206 1.0000000180025095e-35 -0.62606451240067507 -2.7818205974049124 0.86010604286694103 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 3 4 14 18 -1 26 16 12 11 23 13 -8 -3 -6 -2 -13 -5 -9 -10 -16 27 -7 -22 -21 -4 -17 -14 -24
right_child=1 2 7 5 15 10 9 19 20 -11 -12 17 28 -15 21 22 -18 -19 -20 25 24 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00066679794771340461 -0.0015142549169821122 -0.00029500610315657242 -2.1192457939384472e-05 -0.001013970785981579 -0.00084090880467859808 0.00035563877125534743 -0.00016613762809095683 -0.00025521973288447939 -0.00081397939498056252 -0.00053398678979063141 -0.00037893083473090726 0.00038359801748392714 0.0013539522987593214 0.0011008202159445255 -0.0011553343430719505 -0.0008278572117913775 -0.00085015856977165385 0.0015750918889929208 -0.00033498437061740697 0.00043224525446464331 0.0027260710814644576 -0.00043961255398858827 0.0002323506602297429 -0.0001268867828793199 -0.00036406509654337053 0.00096147402819076106 -0.00082787186003701815 -4.0740778656139762e-05 0.00039909152306531146 -0.00089169470417236685
leaf_count=3225 17254 8511 15472 10946 10120 13915 5159 4006 28976 2152 21730 7764 11597 5439 36228 6718 22333 2294 19164 16895 187 6338 13339 27817 22085 9329 3941 5405 1987 1605
internal_value=0 -0.227616 -0.134204 -0.22208 -0.395729 -0.0864304 0.419711 0.167489 -0.504568 0.502285 0.0119224 0.103974 0.57002 0.317414 -0.565355 -0.194343 -0.693343 0.422312 -0.35368 0.326096 -0.372405 -0.64731 -0.0824301 0.0233254 -0.205334 0.390423 -0.107262 -0.28863 0.759025 0.0748602
internal_count=361931 332372 241537 191894 88264 103630 29559 49643 90835 26334 73520 51790 24182 10598 51077 37187 39587 10058 30110 30230 51248 42566 27067 41732 22272 26224 19413 12123 13584 14944
shrinkage=0.00160782


Tree=53
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 548 1028 727 200 1469 803 809 728 497 595 1097 747 1430 1436 884 1031 1469 706 50 194 1367 652 1430 964 1470
split_gain=2739.84 2024.9 1313.26 904.01 614.294 612.286 541.123 423.068 413.187 363.797 355.814 353 330.247 304.141 302.449 266.795 262.933 241.421 385.195 229.379 216.884 216.166 210.624 198.148 268.477 190.76 183.817 182.263 174.267 169.084
threshold=-0.45360691579634166 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 1.0000000180025095e-35 -0.97734522064874174 -0.57098723098975535 1.9682860324222273 1.0000000180025095e-35 -0.49008176997875957 1.656418941702585 1.0000000180025095e-35 -0.64966988391888181 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6568736917453439 -1.3066623469784679 0.62672487627420737 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.55024281929118113 1.0000000180025095e-35 0.80745641784395206 -0.037889765699104058
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 4 12 9 -5 22 -4 29 14 19 -3 16 17 -6 -10 18 21 -7 23 -8 -2 24 -9 27 -19 -17 -14 -1
right_child=1 2 8 6 15 11 10 20 13 -11 -12 -13 28 -15 -16 25 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00025901998935250268 -0.00038869653544819463 -0.00024711871405755397 -0.00050929661086617395 -0.00070910211699961472 -0.0010364692653175732 -0.0019075156642611888 0.0012060469483994186 7.0375001414708753e-05 -0.00023612675541347735 -0.00081199554742188433 0.0010451753186147394 -0.00085776326936254073 -0.0013627736326288866 0.0011316267142076003 -0.00065661399659832547 -0.00099600740645958401 0.00054691640227863048 0.00065205396940917824 0.00023157188898303066 -0.0011572085684492688 -0.00048885541818893818 -0.00098781128918503996 0.00066311793323442416 0.0017089919364565666 0.0014497808138195162 0.0001338441263231422 3.9029294503942434e-05 6.4916288680906951e-06 -0.00059110219725483837 -0.00046563934943720487
leaf_count=9346 4580 6789 7721 22705 7748 14902 664 3219 9473 35162 4317 34028 32977 7484 11616 6689 19190 11541 10925 16722 1002 9749 6497 7362 4419 13948 18498 5006 5994 11658
internal_value=0 -0.0534626 -0.124423 -0.210107 -0.376829 -0.435034 -0.076917 0.416987 0.166375 -0.279926 0.00778375 -0.579727 -0.545746 0.247543 -0.0313974 -0.17568 0.154808 0.0306132 -0.132518 -0.751955 0.603147 -0.417303 0.131123 0.656095 0.447551 -0.0831417 0.140827 -0.276848 -0.625652 -0.0696678
internal_count=361931 240113 213034 169166 79151 121818 90015 27079 43868 56166 67310 65652 45760 36147 62993 33391 28663 51377 21338 31624 16002 10413 11077 15000 7638 25643 30039 11695 38971 21004
shrinkage=0.00197406


Tree=54
num_leaves=31
num_cat=0
split_feature=545 785 1100 263 188 181 728 257 1097 125 202 728 872 56 50 728 859 1454 736 528 789 1298 795 21 471 1469 1292 1430 1218 885
split_gain=2522.97 2067.12 1268.58 1187.49 923.689 670.054 514.756 505.399 394.004 354.242 342.345 341.292 319.079 301.251 415.969 296.1 286.105 262.146 255.249 239.617 216.876 213.778 195.241 191.692 190.72 187.427 173.152 168.541 166.497 160.907
threshold=-1.0372938969678034 -0.86283290253235112 1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2571877020351898 1.0000000180025095e-35 0.99025722045320774 -0.49008176997875957 1.9643541136160632 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.54135187694831066 -0.2363894608792538 1.0000000180025095e-35 1.3633726830512116 1.1248358748350926 0.60955665694886108 -0.29258408639884992 -2.2144973715372043 1.0000000180025095e-35 -1.082419129805438 1.0000000180025095e-35 1.0000000180025095e-35 1.287322044798781 6.1053019920877674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 8 3 4 15 6 10 9 -2 -1 16 -10 18 14 -13 -3 20 -9 25 21 28 26 -18 -19 -8 -6 29 -27 -5 -17
right_child=1 2 -4 5 12 -7 24 17 11 -11 -12 13 -14 -15 -16 19 22 23 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.001723283515376156 -0.00058691102388998154 -0.00018228489820986364 -0.0010467905458948817 0.00079090700128655635 0.00065961598684180782 -0.00052944913366492383 -0.00054568581548926484 -0.0008932647386625253 -0.00049386676777166388 -0.00093080207336532401 -0.00042074146978508472 -0.00014412569578068152 0.00093856499891632186 0.0014141138147088007 0.0012931699591652397 -0.001646471933803481 0.00060581519321177427 0.0026287952418268569 -0.00061475367937714178 -0.00018588605707861325 -0.00015972121247040971 -0.00049716013850698427 8.2328757260444321e-05 -0.00037627977992555636 0.00013257602238192685 -0.00054147974611658235 -0.00096484644367995432 6.6092328739058643e-05 0.0017031840432638562 0.0037751236417974151
leaf_count=17931 2486 7323 29296 14898 4536 20797 14548 29965 2270 23110 6741 4933 3290 11772 4874 16924 15016 261 17100 4349 2646 6076 23832 22792 10363 10703 12317 17831 2873 78
internal_value=0 -0.0699327 -0.133398 -0.0822387 -0.25084 0.0513244 0.120174 -0.4702 0.417061 -0.658104 0.203827 0.487361 -0.0780601 0.552254 0.312338 -0.480195 0.247761 -0.339616 -0.119918 -0.557192 0.426168 -0.619759 0.151071 -0.175976 -0.132492 -0.0191924 -0.701239 -0.0806574 0.499049 -0.852072
internal_count=361931 267872 241537 212241 100527 111714 90917 94059 26335 41041 66006 23849 53460 21579 9807 47067 59265 53018 50170 39744 20417 35395 38848 23053 24911 33070 29319 28534 17771 17002
shrinkage=0.00189475


Tree=55
num_leaves=31
num_cat=0
split_feature=785 728 617 1097 125 50 712 752 272 519 1367 1361 1147 539 470 395 803 1430 1097 188 612 873 1458 1469 1022 819 712 901 1470 1367
split_gain=3337.44 2091.68 1680.03 1031.65 853.495 665.395 569.692 466.119 458.48 458.202 401.504 548.643 399.788 389.373 347.126 317.55 309.91 299.539 257.704 255.792 254.956 241.754 229.803 225.299 214.596 212.546 209.702 209.698 196.618 190.409
threshold=-0.86283290253235112 1.0000000180025095e-35 0.7811836417470871 -0.95342879297703587 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.76455979573956789 1.6568181847307961 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 -0.34591097486072769 1.0000000180025095e-35 1.0000000180025095e-35 1.3467136707454657 1.2590019921477786 -1.0706168552173836 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3864818265177761 -1.2126727935954851 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 17 5 28 -1 -3 10 12 11 -8 16 15 19 -4 20 24 -16 -9 23 -7 -19 -6 -2 -15 -11 -20 -5 -25
right_child=1 7 13 4 9 21 8 14 -10 26 -12 -13 -14 25 18 -17 -18 22 27 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00062717083786347416 -0.0013886872252488369 -0.0011377502923200079 -0.0013517133421018727 0.00017534378204598643 0.00088192213486137276 1.5602990359175693e-06 -0.00021439688749203722 -0.0012586739318845592 -0.00053830814824332954 -3.8310545062108733e-05 0.0013159300606618526 0.0011790564192600524 -0.00033846104805117558 -0.000301245596749734 -0.00083736149184900825 -0.00061451017777223484 0.0012551864234669236 -0.00038275827180041732 0.00194464233156038 -0.00061884378780472347 -0.00044196028898671539 0.00084691840673440874 0.00059081378482331737 -2.5590175527469415e-05 -0.00055051280144439085 -0.0010356290879932634 0.0011633483941806242 -0.00023620008806464981 -0.0007432429940184412 0.00044618857462397512
leaf_count=3225 6492 33705 16052 3072 6798 25218 5159 14740 2152 1788 13584 5439 11005 26201 10753 14027 3294 24541 434 17942 4718 3901 2961 14864 9575 5733 7807 22361 22904 21486
internal_value=0 -0.210966 -0.109906 -0.0116834 0.0745424 -0.120836 0.44225 -0.472468 0.522272 0.207633 0.590746 0.319545 0.14437 -0.40953 -0.373389 -0.590868 0.213177 -0.289978 -0.230797 -0.535004 0.172223 0.074383 -0.163649 0.217105 -0.523132 -0.257177 0.57861 -0.113213 -0.377124 0.156119
internal_count=361931 332372 232437 170424 126855 55095 29559 99935 26334 71760 24182 10598 62165 62013 66230 30079 51160 43569 33548 32682 47866 29119 27502 43148 16067 31934 9595 22795 25976 36350
shrinkage=0.00165922


Tree=56
num_leaves=31
num_cat=0
split_feature=683 785 263 1102 809 681 884 119 1169 705 56 804 470 533 1373 1430 1022 803 728 1169 1099 1470 497 1469 181 1469 181 1298 1097 595
split_gain=2416.69 1756.63 1238 875.356 535.532 504.225 462.263 461.716 409.696 408.731 381.641 363.125 320.786 400.311 294.771 277.466 397.263 246.726 240.27 228.264 214.474 213.619 197.688 192.812 184.947 173.444 169.109 193.811 168.18 158.514
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3563391952969075 0.62883063453998334 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 -0.35286549756995528 1.0000000180025095e-35 1.0000000180025095e-35 0.85523949479533445 1.0000000180025095e-35 0.77241039982938642 0.98842746550066363 -1.3309395413702885 2.2206245932530155 -0.81490090580954255 1.0000000180025095e-35 -0.61819632934197222 1.0000000180025095e-35 1.0000000180025095e-35 -0.95342879297703587 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 5 6 7 -1 10 12 19 21 15 13 -2 -9 16 -5 -13 23 29 25 -3 28 -6 -17 -16 27 -12 -11 -4
right_child=1 2 9 11 18 -7 -8 14 -10 22 26 17 -14 -15 20 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019709377849684499 -0.00016057585125548574 0.00029095021177243981 0.00036998989253286715 -0.0011619693866019311 5.239864635901516e-06 -0.0014139634591564612 -0.0009608619805035949 -0.0007098689642362257 -0.00044342769683245283 -0.00051295681823168517 -0.0008003494149367229 0.00030341326527796311 0.0014993453656688251 0.0013527669026942978 0.00059734191779249634 0.00028952864816530582 0.00011218382726881172 0.0018037995347355363 -0.0011367389015208285 -0.00070282313326645136 -0.00075229148447412931 -0.0013732552277274442 0.0017427839215191346 -0.00068532153797599092 -0.00068884582400270211 -0.00012136100661386803 -0.0012312725809505475 0.00016749144262150499 0.00079228621903116062 -0.00064848793769521401
leaf_count=19828 6423 1678 18766 11300 11162 17013 25179 21322 3824 2255 7463 6498 12038 5415 9556 22385 8856 2769 19044 6838 7184 27346 3031 30944 4767 18719 4723 9326 12707 3572
internal_value=0 -0.0541993 -0.117177 -0.198428 -0.431362 -0.29855 -0.618437 -0.247264 0.381991 0.155497 -0.398294 0.00465458 0.469162 0.250418 -0.125295 -0.0686158 -0.253513 0.353274 -0.307627 0.00894061 -0.0167079 -0.570326 0.3729 -0.224071 0.0591315 0.0576146 -0.200189 -0.109099 0.280757 0.10009
internal_count=361931 255774 228074 180905 106157 124330 45007 107317 27700 47169 50536 56575 23876 11838 56781 47308 20156 9267 61150 29176 35459 29024 17993 42106 27152 28275 21512 16789 14962 22338
shrinkage=0.00221099


Tree=57
num_leaves=31
num_cat=0
split_feature=785 479 728 181 852 705 1022 1430 263 821 677 395 1469 789 889 470 872 513 1361 1166 21 1436 614 1423 953 1361 497 188 714 545
split_gain=2786.66 1894.58 1457.68 972.419 765.725 519.092 494.932 609.208 415.64 355.135 323.54 321.332 307.183 301.228 279.913 270.43 265.397 250.617 244.196 240.957 239.169 233.047 226.806 222.148 205.494 264.831 204.847 204.38 193.264 189.221
threshold=-0.86283290253235112 0.79973094156546287 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 0.28191752204954684 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0305144854359449 1.0000000180025095e-35 1.0000000180025095e-35 -1.2791237062730081 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 0.85297537480346686 1.0454229551509682 1.0000000180025095e-35 -0.94772631485393388 -3.2545899522946695 1.0000000180025095e-35 0.17121893931626669 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.0589865121061197 1.0000000180025095e-35 1.0000000180025095e-35 -1.0372938969678034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 10 14 7 12 11 -4 18 -3 -6 17 -1 27 -9 29 -2 -7 -10 -14 -22 -12 25 -21 -17 -11 -19 -8
right_child=1 8 9 -5 6 19 13 16 20 15 23 -13 21 -15 -16 26 -18 28 -20 24 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00045670804198480361 -0.00089666345978742516 -0.0012840508557956677 -0.00096137247455807605 -0.00055123847026784388 0.00088617663786451156 9.7234543939513343e-06 -0.00012398240409567114 0.00011732695504376312 0.0027470739944080108 -0.0010543234854854164 6.6884379161680086e-05 -0.00070743535486142146 -0.00076930563786939215 -6.5599266710547887e-05 -0.00041737112591355539 -0.00027652431450150199 0.0008613806543086071 3.257728513558166e-05 -0.00023817146723740631 0.00010610063778953473 -0.00072750537785586024 5.5927231458598654e-05 -0.00025128576950586817 -0.00058520189450327769 0.0013509873974561382 0.001222006865005105 0.0017625912195172848 -0.00045704867861387076 0.0012229494645536122 0.0005297546623443351
leaf_count=8356 10609 22873 20991 32127 1375 2122 5142 17260 161 11188 26367 20476 13535 8439 5080 25953 5366 1430 12151 3324 28601 4282 14645 6059 7386 3291 386 14277 5930 22749
internal_value=0 -0.218685 -0.131186 -0.0359662 0.032479 0.37985 0.146483 -0.0117298 -0.492419 -0.386579 -0.153711 -0.648915 -0.287444 0.286298 0.101474 -0.297037 0.198774 0.363312 -0.346741 0.595998 -0.353801 -0.365287 -0.364727 -0.0313649 0.680149 0.444817 -0.156807 -0.459041 0.662639 0.276336
internal_count=361931 332372 245616 172821 140694 29559 85508 41818 86756 72795 55186 43349 19192 43690 13436 51804 22626 35251 22760 16123 43407 17817 43246 32426 14001 6615 26339 25465 7360 27891
shrinkage=0.00152547


Tree=58
num_leaves=31
num_cat=0
split_feature=821 1237 785 332 257 1361 200 519 1022 728 1458 747 1367 1361 1009 873 728 1457 50 872 803 478 1292 194 1465 789 526 1469 1436 791
split_gain=2313.51 1582.12 1416.75 1075.27 883.45 656.898 584.717 464.158 438.638 371.31 349.584 343.517 309.977 423.372 305.53 295.556 286.085 283.355 253.898 235.752 232.193 230.686 219.773 184.252 183.003 180.585 177.117 174.303 173.221 169.752
threshold=-0.72370887929751782 0.5723095224056084 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.97734522064874174 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.8460070869938618 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.242218440812676 -0.49008176997875957 1.339295830115254 1.0000000180025095e-35 0.85297537480346686 1.9682860324222273 1.3930357108364988 1.0000000180025095e-35 1.0000000180025095e-35 0.81127595921952256 1.1248358748350926 1.0000000180025095e-35 -1.082419129805438 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 9 4 16 8 27 11 -1 -2 14 -8 13 -11 18 20 -4 21 23 29 -6 26 28 -7 -20 -9 -3 -5 -18 -13
right_child=1 17 3 6 15 10 7 25 -10 12 -12 19 -14 -15 -16 -17 22 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017738649579497822 -0.00060171954449210084 -0.00056992208928203277 -5.8062657545398949e-05 0.00038500143318235793 -0.0002090814988682275 -0.0014467516377630605 -0.00022391587157040939 0.0012299885109802705 -0.00087722941823818225 -0.00028993249178499729 0.00058922144301925498 0.00010426131483570352 0.001416156610697398 0.0012796279059223115 -0.0012336542636412289 0.0012930294187915331 -0.0017120642688856862 0.00031841861997724679 -0.00040258287472817646 0.00094308977367830993 0.00099051731248756903 -0.0014848441020445728 -0.00066196600419516651 -0.00056165795459641951 0.00055233981764032068 -5.1317626812774031e-05 -0.0013710777083886451 -0.00069150105061792919 -0.00091099453945875917 0.00071273355513472054
leaf_count=19558 2535 20547 6281 2865 38927 7922 22052 9170 23931 4726 4043 29818 11951 4757 13593 2218 12321 3146 28191 8496 2536 11025 15950 10380 3759 1874 6509 14522 9591 8737
internal_value=0 -0.046403 0.0211028 -0.0428336 -0.215833 -0.40963 0.0926258 0.15898 -0.623359 0.440094 -0.283618 0.097276 0.511787 0.26062 -0.323103 -0.0227462 -0.442901 -0.422056 -0.250035 0.187104 -0.063463 -0.473409 -0.517527 -0.454966 -0.142116 0.507932 -0.374057 -0.249801 -0.666587 0.121939
internal_count=361931 250554 209327 185358 87824 111377 97534 80147 43489 23969 67888 69103 21434 9483 63845 43681 44143 41227 50252 47051 41463 38081 37862 18302 31950 11044 27056 17387 21912 38555
shrinkage=0.00200835


Tree=59
num_leaves=31
num_cat=0
split_feature=136 1304 194 785 705 188 1361 728 664 1169 800 1229 784 785 921 815 1016 800 497 681 21 50 56 62 1298 662 795 519 1469 938
split_gain=2190.8 1352.75 1028.22 901.138 709.337 687.751 612.45 597.076 456.931 407.592 375.704 364.354 306.57 258.289 255.48 243.137 247.631 225.686 238.668 220.677 216.023 206.423 253.713 194.324 184.716 176.055 159.493 156.203 146.969 146.825
threshold=1.0000000180025095e-35 -0.64587093632554571 1.0000000180025095e-35 -0.86283290253235112 0.87723755459486374 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.77241039982938642 -0.57812715656594349 1.0000000180025095e-35 0.9594655836162902 -0.86283290253235112 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.57812715656594349 2.0895063784560848 1.0000000180025095e-35 -2.7818205974049124 1.0000000180025095e-35 1.0000000180025095e-35 -1.2811150420666217 1.0000000180025095e-35 -0.58271687606615485 1.0000000180025095e-35 2.1420547332082829 -0.64180087851808076 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -2 8 23 11 9 10 12 -4 -1 15 -7 -14 16 -5 -6 29 -12 -8 22 -22 -3 -25 -9 27 -17 -15 -19
right_child=3 2 4 7 17 13 20 25 -10 -11 19 -13 14 28 -16 26 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019672478867473306 0.0012373276956124122 -0.0020017335037309874 0.00059989274736438737 -0.00065501167651233383 0.0013696389774003185 0.00083662095988096697 0.0030955460595329309 0.00020850381380825531 -0.00092720074630960763 -0.00046533761443427437 -0.00012380643768788779 -0.0010436750305774728 0.00061193472256253147 -4.2634218529051527e-06 0.0019762417838397172 0.00052292166639077641 0.00028178776984786143 0.00047497470377027434 0.0016762857327809496 -0.0010345127662887863 -0.0016536937604232557 -0.00048853425449896779 -0.00065243354716857109 -0.0013698927981395882 -0.00065909453232994427 -0.00067497036500897356 -4.2107706540184976e-06 0.001532589351185099 -0.00061720450753081457 -0.00045091528865492112
leaf_count=16720 10757 5690 11031 9398 4826 2751 227 5298 14215 12675 36786 20570 8763 10553 2751 15657 11174 9317 1813 5693 9338 33085 12382 16852 14043 22846 7808 2661 22040 4211
internal_value=0 -0.251524 -0.14177 0.0894526 -0.0037498 -0.335293 -0.461943 0.0247077 -0.105542 0.116347 -0.0253793 -0.683477 0.182246 -0.14137 0.461049 0.110367 -0.0571734 0.306373 0.189327 -0.113591 -0.324259 -0.333943 -0.500198 -0.556596 -0.49147 -0.240142 0.229688 0.326596 -0.197307 0.0952119
internal_count=361931 252143 159821 109788 87892 71929 92322 99031 67725 70887 53510 37290 58212 35344 11514 46698 20572 20167 15341 42479 55032 54805 21720 36585 30895 28144 26126 18318 32593 13528
shrinkage=0.00209547


Tree=60
num_leaves=31
num_cat=0
split_feature=785 728 617 1423 263 50 727 1166 595 1309 21 608 941 519 341 602 710 1470 598 746 1022 1154 612 803 1469 1436 1430 784 1307 819
split_gain=2898.91 1942.57 1531.32 1016.55 763.217 609.43 577.081 480.673 442.134 351.199 342.77 298.167 285.423 288.08 273.315 259.166 248.082 238.931 237.202 221.074 204.349 256.358 203.78 200.324 194.512 202.002 257.474 188.544 185.252 180.305
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0745974542136931 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.94772631485393388 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.9607587081991176 2.1420547332082829 1.6369401821412268 1.0000000180025095e-35 0.44168008893566513 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 -1.0942214043934921 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.3390041783085433 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 17 16 -6 9 10 -3 15 13 22 20 -4 -1 -2 27 -12 21 -8 24 -19 -9 26 -26 -7 -5 -13
right_child=1 8 11 28 7 18 14 12 -10 -11 19 29 -14 -15 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00036099478996755215 0.000225736219210811 0.0030204568918995008 -0.0014228231497772136 -0.00048453991586109029 -0.00022220690202296321 6.227625522598657e-05 0.00016903999015805321 0.00080057189877561765 -0.0013103897220257234 -0.0003407691613890995 -0.0011270240425804892 -0.00038495642114021758 0.0012191633682502175 0.00087069976481360823 -0.00028813454820787856 -0.00069365752866319404 -0.00070474692738450243 -0.00085851772442459881 -0.00035155938615394919 -0.00067290834214418587 0.00144928292648113 0.0013359832115899947 -0.00043649782564825164 0.00036502845481376552 -0.00060171290125670318 0.00039510094831954058 0.00028256860736085727 0.00076440660940790828 -0.0010977477037618355 -0.0011189669359094475
leaf_count=9242 3316 214 13791 26614 19706 18388 3796 6506 20323 22936 26751 22474 3690 7929 1530 12591 3309 24236 12415 29711 8253 3429 4684 1676 6565 21543 7930 5238 8028 5117
internal_value=0 -0.230889 -0.133708 -0.0487364 0.0225344 -0.144754 0.379207 0.146482 -0.48264 -0.413982 -0.506233 -0.448294 0.228347 0.192793 0.59327 -0.618002 0.0670143 -0.381502 0.0195701 -0.518225 0.663157 0.437204 0.133931 -0.453814 0.174351 0.118483 -0.0605109 0.132484 -0.364966 -0.304079
internal_count=361931 332372 232437 178464 143822 65269 29559 78553 99935 79612 56676 53973 58847 55157 17008 26382 12551 29228 36041 56462 15478 7225 47228 25912 42544 36038 14495 23626 34642 27591
shrinkage=0.00169336


Tree=61
num_leaves=31
num_cat=0
split_feature=476 785 728 1307 852 921 1022 50 1430 263 783 727 677 181 319 869 332 602 1367 1430 1469 750 1361 1430 464 1458 1459 1436 21 789
split_gain=2165.35 1680.31 1206.92 876.821 758.185 534.477 538.577 474.995 420.512 409.507 389.715 356.901 333.795 297.684 295.156 246.296 232.954 214.045 197.471 269.968 195.633 193.379 188.138 186.682 182.638 173.822 156.282 155.227 151.323 150.132
threshold=-1.0099296266851885 -0.86283290253235112 1.0000000180025095e-35 1.6294210021612947 -0.22706799479215015 1.0525743831388839 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0234077568651669 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.24391125146464598 0.43577943106047246 1.0000000180025095e-35 -3.2545899522946695 1.1248358748350926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 11 3 4 12 6 8 9 20 17 -7 23 22 29 15 16 24 -1 19 -13 -6 26 -3 27 -4 -14 28 -2 -11 -8
right_child=1 2 14 -5 5 10 13 -9 -10 21 -12 18 25 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020756886242851635 -0.0011104373709826618 -0.0012695446308171178 -0.0013982514409325371 -0.001049349052592539 0.00021121628967255918 0.00066071589011179556 0.00082628674116060909 -0.00039802365045595186 0.00019997133321717218 0.0044212718654413593 0.0023433273679316323 -0.00015478502575723611 -0.00028073004407307703 -0.00034582984788951015 -0.0014710351311367693 -0.0011313918262622485 -8.3178191225647427e-05 -0.0012239593064214639 0.0017437919744223743 0.0015857006470996065 -0.0010374855477505169 -0.0016792555208694751 -0.00041509664188738124 0.00086947634026301839 -0.00041230461072372078 0.00045732210407053048 -0.00012167393379227586 0.00039697958381546732 -0.00093227765639933009 8.3871747337555485e-05
leaf_count=17073 2573 11734 9030 18768 3484 10101 26940 24376 20071 88 3400 3165 23729 7347 13894 18136 19464 15365 8691 3363 14906 6249 12642 5141 10286 9011 7659 2814 25746 6685
internal_value=0 -0.0499446 -0.10755 -0.0199332 0.027847 0.135475 0.0720061 -0.420225 -0.10471 -0.51214 0.485069 0.396247 -0.156971 0.221499 -0.345464 -0.28025 -0.18757 -0.706574 0.573772 0.330176 -0.340172 -0.373537 -0.347267 0.127295 -0.361892 -0.0319262 -0.311676 -0.125401 -0.391609 0.294152
internal_count=361931 265375 239628 168818 150050 92934 79433 96556 38461 72180 13501 25747 57116 40972 70810 56916 38780 32438 15219 6528 18390 39742 24376 10528 19316 32740 33493 5387 25834 33625
shrinkage=0.00231333


Tree=62
num_leaves=31
num_cat=0
split_feature=785 548 728 1447 1022 1430 705 21 852 269 608 125 1028 470 1165 125 1469 1436 1166 602 802 67 50 194 188 1323 901 205 789 545
split_gain=2920.2 2030 1626.16 1087.41 653.276 651.062 587.102 435.649 420.767 409.262 374.538 349.945 324.359 312.488 304.963 280.661 268.592 253.038 239.45 218.998 213.64 206.478 198.572 278.42 179.288 173.437 170.291 165.654 150.797 150.091
threshold=-0.86283290253235112 1.0510833983642893 1.0000000180025095e-35 -0.24955227496289575 1.0000000180025095e-35 1.0000000180025095e-35 0.28191752204954684 -3.2545899522946695 1.0747610123934368 -0.36806838854686125 1.0000000180025095e-35 0.58518330826110332 -0.35861621905537377 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.93292365169008462 1.0000000180025095e-35 -0.94772631485393388 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.77783235518120974 -1.3864818265177761 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 17 14 -3 11 -6 19 16 -4 24 -1 -11 -5 -2 -8 -9 29 -7 23 -20 -14 -17 -15 -18 -27 -12
right_child=1 7 12 8 9 21 18 10 -10 15 20 -13 13 26 -16 25 27 -19 22 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00054281765603783139 -0.001147789436463667 0.003351197516391883 -0.00092786953937764075 0.00051521466093925748 -0.00036456982790849379 -0.00035672963403773564 9.021995492516322e-05 -0.0014116163771418211 0.00095461876285673683 -0.00019180282342400989 -0.00066130865845108933 0.00063144899665948731 -0.0011306367058921492 0.0016933327965912364 -0.00045582447954381462 -0.00016127942998473072 -0.00034799659620822178 -0.00033853608185000232 0.0001587990560466377 -0.00085478865924800448 -0.0010883395537068495 0.00027159544148993458 0.001579176583300714 0.0013678331812370958 -0.00048333270375857832 0.00063102607673680498 -0.00022482680316635248 0.00015105512035093162 -0.0001112666853250646 -0.00014815927197005013
leaf_count=8368 18752 225 30079 9560 23014 19607 2122 20031 8874 14184 20516 13801 10412 470 5068 5131 16381 6246 3160 18846 9882 8156 6740 4101 12187 17187 22395 13290 3381 9765
internal_value=0 -0.19725 -0.112405 -0.0126327 -0.131185 -0.304197 0.415374 -0.502103 0.192912 0.00223353 -0.512254 0.124984 -0.377874 -0.269512 0.118455 0.118217 0.0253289 -0.559548 0.644307 -0.672132 -0.374603 -0.0972811 0.727496 0.515732 -0.454388 0.233084 -0.107541 -0.0699564 0.308007 -0.290558
internal_count=361931 332372 253107 177564 115658 52761 29559 79265 61906 62897 79040 53032 75543 45464 13436 39883 39231 24998 16123 38877 40163 27763 14001 7261 22599 25699 22865 29671 20568 30281
shrinkage=0.00166778


Tree=63
num_leaves=31
num_cat=0
split_feature=1097 800 470 1100 464 272 678 1458 1430 1436 181 1444 791 1285 736 597 550 614 854 470 878 802 852 728 764 1298 470 728 614 476
split_gain=2082.15 1554.84 971.267 668.774 655.155 615.923 584.59 446.779 389.993 552.516 378.77 338.411 306.698 302.52 272.822 251.916 247.419 228.226 222.455 179.53 175.027 168.965 157.089 155.418 152.685 147.584 145.907 139.214 137.886 135.425
threshold=-0.64966988391888181 -0.57812715656594349 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 1.3643217266306855 1.0000000180025095e-35 1.8460070869938618 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0487318818042339 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.4590488840311347 1.0000000180025095e-35 -0.75411934043310735 -0.87473648844905705 0.66595742291584703 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.99513684329191998 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.44567324718331602 -1.0099296266851885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 7 15 8 21 10 9 26 13 12 18 14 23 25 29 -10 -8 -14 -5 27 -20 -1 -19 -3 -2 -4 -11 -6
right_child=1 2 6 20 16 -7 11 -9 17 28 -12 -13 19 -15 -16 -17 -18 24 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.000120162652470844 -0.00084332363538991938 -0.0015608178066157275 -2.287359774054452e-05 -0.0017016976781849128 -0.0010472502673415426 -0.0006304110785621043 0.0012096658805562149 0.00063823145670802021 -9.5896955440245304e-05 -0.00042029006932273096 -0.001277553788867165 -0.00068618624835295569 0.00050749416818169626 -0.0011737021684080067 -0.00078227371984157653 -0.0004552171842644596 0.00014585624587117743 0.0014846588147710365 -0.00016334560267337506 0.0014275363776800323 -0.0010187109972283079 -0.00098033988320186472 0.00040039541934576396 -0.00058636623845379984 0.00070631513837013263 -0.00089349821848215061 0.00017711321880551091 -0.00063080176305351854 0.0010561970459869827 -0.00034241628110408945
leaf_count=20138 6349 19712 17390 18730 8069 7426 3153 5430 2760 1381 18501 6543 9742 12371 19648 10703 16493 13644 21085 5650 16084 8799 14629 9812 6371 12551 4318 12797 11194 20458
internal_value=0 -0.0293097 -0.11999 -0.367063 -0.287286 0.258392 0.00812845 -0.270235 0.337008 0.157775 -0.311451 0.122848 0.170278 -0.234978 -0.164334 -0.489852 -0.122714 0.511187 0.0785288 0.398015 -0.629583 -0.190445 0.0340685 -0.041977 0.576056 -0.591855 -0.182558 -0.121484 0.421459 -0.242908
internal_count=361931 241217 187774 120714 87986 53443 99788 85900 46017 23242 80470 60802 54259 61969 49598 42966 45020 22775 38867 15392 34814 38986 35714 29950 20015 32263 10667 30187 12575 28527
shrinkage=0.0021728


Tree=64
num_leaves=31
num_cat=0
split_feature=67 1235 194 785 188 705 728 1361 784 664 1022 921 785 519 785 1469 1459 800 612 497 727 62 1223 1229 1459 319 476 21 893 21
split_gain=1997.37 1206.67 874.081 769.237 664.685 594.186 486.41 477.459 390.837 344.548 325.959 279.37 276.717 260.308 257.854 233.768 218.64 217.898 206.646 203.011 165.835 162.948 163.252 177.355 162.331 161.272 151.85 146.67 145.321 141.414
threshold=1.0000000180025095e-35 -0.64316232591501354 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.84297453113901832 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.86283290253235112 2.1420547332082829 -0.86283290253235112 -0.48837130887337593 0.57266329086659318 -0.57812715656594349 1.0000000180025095e-35 2.2841970610333457 1.0000000180025095e-35 -0.97978507835213413 1.0000000180025095e-35 1.0000000180025095e-35 0.71505107648705846 1.0000000180025095e-35 -1.0099296266851885 -3.2545899522946695 1.0853848238542569 -3.9164670491403295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 20 21 9 8 10 13 12 29 -10 -4 15 -6 -5 25 -7 24 -19 -2 -3 23 -23 -14 27 -16 -9 -17 -1
right_child=3 2 5 6 14 17 -8 16 11 -11 -12 -13 18 -15 26 28 -18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0047162032835272984 0.00051799791445070902 -0.0016135923522412152 0.00078816905331612248 0.00030307026834502855 0.00079759937810332021 0.001150807811804838 -0.00039143074400404599 0.0035485191493591088 0.00046804199611181238 -0.00076114240474685086 -0.00086834988891569737 0.0016662563081151294 -0.00015159893567292748 0.00083885034806865173 -0.00083885395552930648 -9.8964955506174437e-05 -7.0875982416493833e-05 0.00016121505307520789 -0.00080829563928257523 0.0014791186266429317 0.0014093136757599406 -0.001517827962471363 -0.00049080117472788171 -0.00066474144358208594 0.00050458058740780536 -0.0011653300407275112 -0.00019205229682261264 -0.00060306578527809891 -0.00079600838686510653 -0.0017010391829810655
leaf_count=46 4317 7288 4352 20674 2750 5059 28611 97 11206 13648 20071 3127 35606 5004 7750 26986 10114 14551 6346 1540 6414 10506 10948 7350 6074 10877 24454 33666 5752 16747
internal_value=0 -0.233946 -0.12984 0.0910912 -0.311124 -0.00241214 0.032623 -0.436168 0.113812 -0.0997692 -0.63634 0.398105 -0.0301132 0.0403401 -0.119643 -0.00321778 -0.313718 0.272265 -0.0767071 0.160222 0.557454 -0.533379 -0.462343 -0.598113 -0.0276925 -0.379179 -0.17654 -0.309009 -0.110122 -0.883297
internal_count=361931 249840 158222 112091 71046 87176 101360 91618 72749 66026 36864 14333 52378 58416 34954 53412 54754 21150 48026 16091 10731 36092 28804 17856 41680 44640 32204 33763 32738 16793
shrinkage=0.00189673


Tree=65
num_leaves=31
num_cat=0
split_feature=479 800 728 1354 1100 869 705 181 1469 750 781 1022 1430 1022 1154 821 401 602 791 1309 470 125 464 1436 471 188 474 1458 873 1436
split_gain=1933.53 1559.5 1012.28 734.614 657.476 580.53 345.588 335.126 290.686 278.378 266.296 261.587 423.1 237.965 234.432 227.23 225.843 220.768 215.262 205.474 205.422 178.504 172.389 145.2 144.3 143.938 142.935 142.488 137.568 132.287
threshold=1.388869425783259 -0.57812715656594349 1.0000000180025095e-35 1.0000000180025095e-35 1.3389766662418514 1.0000000180025095e-35 0.3847065924170836 1.0000000180025095e-35 -1.1256941366283033 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0305144854359449 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.29878677988246938 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6432510327171366 2.242218440812676 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 6 7 19 8 -3 16 21 12 23 14 -7 -4 17 -2 -13 29 25 22 -8 -10 -22 -17 27 -15 -14 -1
right_child=9 2 15 -5 -6 13 10 -9 11 -11 -12 18 28 26 -16 20 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00031457503682153816 -0.0016907655104519638 0.0010403971066569935 -0.0012254706127544025 -0.00075096492720311476 -0.00065219695359947701 -0.0013456295775234898 0.00019397470111165769 -0.00041856838397885904 -0.0010535746329569289 -0.00168536403299729 0.00029122765011632879 0.0002442821667411502 0.00024520879190677189 -6.2894833175937623e-05 -0.00034184303666329299 -0.0014270341001026967 -0.00058482830729441866 -0.00077451106743121965 0.00095830754499500793 0.00098274808279011317 -0.00064326227195715181 0.0016801626278902017 0.0014713837683401336 0.00011311824416565492 7.052234282058789e-05 -0.00064226478054714962 -0.001038365381904746 0.0014663555217510368 0.0017498739206680521 0.00042013331802260971
leaf_count=8909 14261 9679 22251 32270 9076 9822 3981 14458 9748 13292 6793 24776 14439 18526 11296 10572 26630 12691 11638 6521 14417 9739 3619 2949 10187 13243 3039 1224 1152 10733
internal_value=0 -0.0540285 -0.132621 -0.050233 0.225028 0.0135773 0.306587 0.103503 0.154551 -0.460095 0.467785 0.105727 -0.0435585 -0.181848 -0.346465 -0.354076 -0.392102 -0.543198 0.211175 0.147695 -0.275605 0.585452 0.366216 -0.338812 -0.148111 -0.426369 -0.0429885 0.0172608 0.164765 0.0436396
internal_count=361931 295057 235686 165016 59371 132746 50295 88839 74381 66874 24132 64702 28288 43907 21118 70670 53582 26952 36414 26163 48419 17339 7600 12697 24604 23815 22789 19750 15591 19642
shrinkage=0.00224216


Tree=66
num_leaves=31
num_cat=0
split_feature=134 785 1447 1022 1361 683 1469 539 125 497 1436 595 728 665 464 1160 1361 809 819 728 529 1436 1470 791 21 959 476 681 871 1458
split_gain=1864.17 1420.31 1144.82 665.963 726.87 458.254 411.078 331.306 321.766 317.235 302.706 294.763 294.088 286.264 273.662 258.076 326.05 204.936 203.24 203.1 192.348 185.833 171.813 171.009 168.827 160.467 151.548 150.145 146.697 141.407
threshold=1.35321484427453 -0.86283290253235112 -0.24955227496289575 1.0000000180025095e-35 1.0000000180025095e-35 -0.45360691579634166 -0.96833047545424733 1.0000000180025095e-35 0.58518330826110332 2.0895063784560848 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.9711918914178466 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.1749903802955422 1.0000000180025095e-35 -3.2545899522946695 -1.2907225086880219 -1.316508667510939 1.0000000180025095e-35 1.0000000180025095e-35 1.9740088896168135
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 10 29 22 14 13 11 24 19 -1 17 -2 16 -14 21 28 23 27 -8 -4 -7 -3 -12 -19 -6 -9 -5
right_child=7 2 6 5 20 9 8 18 -10 -11 25 -13 15 -15 -16 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0005859825160711786 -0.0017500687282614685 0.0049268122809264705 0.0011745730771401683 -0.00067322104938422913 4.3181180751218379e-06 8.6257165181390468e-05 -0.0010298073872986354 -0.000332319019625394 0.00052910762695243074 0.001033958385742948 -0.0018403470854532946 -0.00074385970796241659 -0.00025114918070691004 0.0011003691888333775 -0.00088200783090186736 0.001361934936213655 0.0011576687625573878 -0.00070740856808404365 -0.0014601966770631451 -0.00039786600256925669 -0.00073861311484280177 -0.00017424248509718642 0.00037818751584750023 0.000806955761349374 -0.001507200785331882 -0.00024379264812580679 0.0001521213520300106 -0.0010435783335550099 -0.0011081009259565312 0.00064122958167849335
leaf_count=2656 18369 71 8568 33936 23793 23169 10699 22392 16409 4865 2003 10718 5207 2991 16402 11697 5629 5308 5801 12757 17067 10656 11606 7796 29584 7668 22151 3352 6894 1717
internal_value=0 -0.047025 -0.095361 -0.194905 -0.338622 -0.0808755 0.0881024 -0.436628 0.0121072 0.0219028 -0.565693 -0.0251122 0.373387 -0.0706069 -0.597488 0.436874 0.228809 -0.110672 -0.298393 0.0438857 -0.16057 -0.268393 0.333431 0.124769 -0.682893 -0.238814 0.00142714 -0.0538794 -0.230348 -0.277649
internal_count=361931 292073 266884 178496 83538 94958 88388 69858 68214 59305 39326 54440 25189 51805 34771 22533 10836 48814 35087 43722 44212 21355 20174 30965 29655 9671 27459 27145 29286 35653
shrinkage=0.00217571


Tree=67
num_leaves=31
num_cat=0
split_feature=1169 181 800 728 253 272 1458 681 859 21 1430 1436 1022 1016 412 1442 470 194 21 961 50 1469 1216 470 888 791 1469 464 678 885
split_gain=1772.09 1349.25 1199.44 708.128 496.325 390.004 339.74 331.598 301.87 299.159 287.421 379.667 271.633 301.411 253.621 215.618 199.426 186.299 207.784 166.066 164.733 163.853 150.098 145.815 142.174 149.864 130.182 128.435 124.077 123.743
threshold=1.0643747975631468 1.0000000180025095e-35 -0.57812715656594349 1.0000000180025095e-35 1.0000000180025095e-35 1.3643217266306855 1.1037714186769987 1.0000000180025095e-35 -0.54135187694831066 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.962738934255707 1.0000000180025095e-35 0.58307762070518543 -3.2545899522946695 1.0000000180025095e-35 0.55630078546380823 -1.161100960392466 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2791237062730081 1.0000000180025095e-35 1.0000000180025095e-35 6.7447596507476248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 10 8 9 -4 -2 11 26 13 -11 23 -6 -17 18 -5 -12 -20 -10 -14 27 25 29 -1 -3 -19 -23
right_child=7 14 3 17 15 -7 -8 -9 21 12 19 -13 22 -15 -16 16 -18 28 20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014762320978862068 0.0042522823410281602 -0.0016881134384060838 0.00053320319620466959 0.0048327264897223329 -0.00087747784306863236 -0.00039013138404501096 0.0010427335645096058 -0.0015160487431494256 0.00067832957893626652 -0.0015442812899364316 0.0012824594023073709 0.00095314652794003987 -0.00029138103537169375 -0.00061929855245874369 -0.00020801144317598506 -0.00056328578050294001 0.00017124129769718229 -0.00046344044978039069 -0.0009434038084777266 8.4697599338781111e-05 -0.00026715856952108983 -0.00026656533848350643 -0.0010110956297313886 -0.00068235493981943878 -0.00091275513881543789 0.00032182680387430322 -0.00043996008251088005 -0.00089281052156063654 0.00050204953150701675 0.0042920584815950751
leaf_count=677 197 9495 25522 105 11981 6104 8794 15349 5070 17317 18426 10481 25728 16310 13228 13966 15682 7019 30582 2444 10821 26435 8589 21484 4445 13512 7783 10056 4220 109
internal_value=0 -0.0356734 0.0307835 -0.0485203 0.0290625 0.306878 0.114962 -0.391717 0.0707347 -0.328963 0.37272 0.197227 -0.337998 -0.483809 -0.339834 -0.155821 -0.0666377 -0.262996 -0.334102 0.52491 -0.343576 -0.0215463 -0.210011 -0.426292 -0.0616178 -0.0252325 -0.123382 -0.569001 -0.0312355 -0.112403
internal_count=361931 278441 224178 178263 125516 45915 83887 83490 75093 68141 39811 18941 67944 33627 54263 41629 29648 52747 41508 20870 41403 49571 34317 41035 44501 40056 8460 19551 11239 26544
shrinkage=0.0021954


Tree=68
num_leaves=31
num_cat=0
split_feature=1100 800 728 181 272 519 869 705 1469 1022 388 205 781 723 1016 479 21 677 1458 125 464 747 1097 194 184 1223 789 1458 257 263
split_gain=2191.39 2003.43 1210.82 862.477 690.893 600.786 551.98 394.744 348.973 341.218 306.175 304.79 304.209 290.576 270.544 238.858 216.876 217.298 210.483 200.978 189.121 183.512 183.427 180.875 179.433 161.483 158.288 155.63 153.727 149.854
threshold=1.3389766662418514 -0.57812715656594349 1.0000000180025095e-35 1.0000000180025095e-35 1.3643217266306855 2.1420547332082829 1.0000000180025095e-35 0.37185795862114152 -1.1256941366283033 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.37854602687012912 -3.9164670491403295 1.0000000180025095e-35 1.8460070869938618 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.64966988391888181 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.6432510327171366 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 6 8 15 -3 14 16 18 19 -7 -2 -1 -4 25 23 20 -9 -19 -11 28 27 -18 -15 -8 -10 -5
right_child=9 2 10 29 -6 13 24 12 11 22 -12 -13 -14 26 -16 -17 17 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00042730296993898884 -0.0011513612807899285 0.00054816986621332952 0.002717473053961212 -0.00072141213222513074 -0.0003695511677280763 -0.00027801005551093778 -0.00023457172984051643 0.00016048926360386613 -0.00065392768844137607 -0.00063088985856358908 -0.00096493315583287748 0.00024443896028095288 0.00021136512106182341 0.0010384077751664058 -0.00061311405814704002 -0.00012318738994694466 -0.00094327858475298744 -0.00046984067727958784 0.0007873533049927527 0.0011182367158548403 0.00097932641478009176 3.4235987393152198e-06 -0.00020326778957176225 -7.3049508796241199e-06 -0.00058238742149318949 -0.00046039630961859136 0.0001271389413385121 0.0007142397982251858 -0.00014420974510861032 -0.00032305596223668827
leaf_count=16419 18378 10425 135 15694 9044 2097 21960 4081 10078 22383 13247 26661 6908 6087 16921 9440 11590 18548 1795 9926 3650 10517 13426 23430 14435 14786 1620 1376 10354 16520
internal_value=0 -0.0548557 -0.145029 -0.0543517 0.259112 0.01528 -0.0263874 0.34248 0.062759 -0.472067 -0.387924 0.0123385 0.510779 0.456529 -0.629979 0.170334 -0.320972 -0.328746 -0.0905476 0.633853 0.403833 -0.207954 -0.330966 -0.119361 -0.233768 -0.475963 0.613524 -0.125748 -0.268125 -0.363773
internal_count=361931 290823 231355 162532 59468 130318 120514 50424 82743 71108 68823 72318 24565 9804 35299 25859 55576 55441 45657 17657 7731 29065 35809 43862 37771 26376 7707 23336 20432 32214
shrinkage=0.00139053


Tree=69
num_leaves=31
num_cat=0
split_feature=683 785 263 50 809 56 1378 677 705 727 750 1470 43 595 728 804 202 1169 734 729 733 706 497 1469 1436 200 1091 1430 1367 1016
split_gain=2221.09 1569.14 1181.77 821.955 526.086 511.84 496.786 455.56 387.155 386.295 322.871 306.893 249.409 245.532 241.149 218.135 206.994 202.68 200.099 198.822 190.58 187.502 183.518 179.998 171.871 171.688 178.292 167.353 152.725 200.729
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62883063453998334 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 0.56345046278266753 0.77241039982938642 1.968508212070009 0.75637635299260908 1.0000000180025095e-35 0.35036147119048883 2.2206245932530155 -0.81490090580954255 1.0000000180025095e-35 -0.36829310061983322 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 3 5 7 11 10 -1 17 21 13 -3 16 19 23 -8 24 -4 25 -5 28 -2 -10 -6 27 -13 -27 -7 29 -11
right_child=1 2 8 6 14 12 15 -9 22 20 -12 18 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0016821504644260038 -0.00047228022126519318 0.00029927976768941129 0.00025542429908974388 0.00013280479776421399 8.464125965431921e-05 -0.00084125960412104542 0.00016799858656280626 -0.0007715332110059302 0.00061096528370944373 0.00019179668391620453 -0.0010291587416567977 -0.0016717516536939973 -0.0009643137957821669 -0.00070228921453466546 -0.00092902856272060073 0.0010190798910007434 -0.00096622185612494206 -0.00052716140573400342 5.6243302819255684e-05 -0.00045658537449292053 0.00020087861774916927 0.00056228039325563679 0.0015755220596769717 -0.00051516537099118357 0.00031391805090839371 -0.0012620062502023814 -0.00062425665810996985 0.00017185303191469972 0.0016173529912452192 0.0015412829439591623
leaf_count=19846 3878 3043 22338 29569 11162 5891 27345 25161 14962 3072 8808 9077 7388 12365 19044 5025 4227 6838 2645 13981 2553 7553 3031 30944 13198 19494 14089 4760 7906 2738
internal_value=0 -0.0196984 -0.0799099 -0.160261 -0.38545 -0.318901 -0.0377794 -0.574188 0.187418 0.393769 -0.144829 -0.473859 -0.139683 -0.089283 -0.261792 0.156622 -0.0562573 0.0437494 -0.523475 -0.0208123 0.572654 0.124238 0.399358 -0.177386 0.0128265 -0.563055 -0.492693 -0.184206 0.656732 0.429159
internal_count=361931 255774 228074 180905 106157 83812 97093 45007 47169 27700 64723 48348 35464 55915 61150 32370 28076 29176 45305 43550 16269 11431 17993 42106 23849 42660 33583 10651 13716 5810
shrinkage=0.00197003


Tree=70
num_leaves=31
num_cat=0
split_feature=545 785 728 1307 852 921 1022 257 1430 783 727 125 677 319 181 869 1454 332 1367 1430 1016 1469 464 21 1423 1430 789 1458 548 497
split_gain=2095.15 1597.09 1125.31 851.973 731.733 550.238 521.064 458.468 428.762 373.422 350.769 325.337 309.703 298.627 284.366 242.76 242.139 226.127 193.112 250.928 184.274 181.742 180.51 178.681 172.158 169.382 166.85 155.757 152.797 148.61
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.6294210021612947 -0.22706799479215015 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0234077568651669 1.0000000180025095e-35 -2.2144973715372043 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.24391125146464598 -0.40317080334297789 3.0589865121061197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 10 3 4 12 6 8 11 21 -7 25 -1 20 15 26 17 -9 22 19 -12 -3 -6 -4 -18 27 -2 -8 -14 -13 -19
right_child=1 2 13 -5 5 9 14 16 -10 -11 18 28 24 -15 -16 -17 23 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014183249179860206 -0.00019032609986453837 -0.00088107809638961491 -0.00098612417409488446 -0.00073843143562972934 0.00012882736660539915 0.00049508829408129369 0.00059593989658676455 -0.00069780329188684714 0.00015313916457257906 0.0016807638828512357 -9.5965468001854034e-05 -0.00032185294727903654 -9.3520273092652929e-05 -0.0010426025829420539 -0.00023718371454484221 -0.00079036154949837449 0.0023126474839163876 -8.6414460127467584e-05 0.0012387674071758555 0.001109644323622235 -0.00026961774217474895 -0.00074100060431593531 -0.00027500585079527585 -0.00025367137062081661 -0.00054963596575729361 0.00059979100995672416 3.1667574836744536e-05 0.00046542241194919866 -0.00094340055499706268 0.0018980233897958414
leaf_count=17931 5520 12274 9042 19044 3508 10266 27142 29965 20210 3433 3214 7461 19086 13911 7468 18160 261 19436 8858 3450 12159 15087 10410 22792 6510 5293 6753 7275 15649 363
internal_value=0 -0.0430031 -0.099386 -0.0151358 0.0318928 0.13693 0.0725928 -0.413063 -0.100927 0.489062 0.387597 -0.596648 -0.149901 -0.329018 0.218824 -0.263835 -0.287796 -0.172488 0.562756 0.323832 -0.333643 -0.338273 -0.344906 -0.129163 -0.0297878 0.124663 0.289621 0.0382111 -0.435786 -0.0247446
internal_count=361931 267872 241537 170215 151171 93867 80168 94059 38805 13699 26335 41041 57304 71322 41363 57411 53018 39251 15522 6664 24433 18595 19452 23053 32871 10813 33895 26361 23110 19799
shrinkage=0.00167497


Tree=71
num_leaves=31
num_cat=0
split_feature=545 959 785 263 50 56 257 1223 652 125 705 758 728 728 884 671 1454 1367 595 644 1436 1466 1430 21 543 1469 112 961 786 548
split_gain=1887.66 1363.53 1177.23 863.531 710.245 462.846 434.56 362.227 359.665 310.354 294.978 285.432 253.673 252.923 252.38 321.646 239.04 237.75 203.416 187.116 185.363 183.732 182.43 171.781 170.858 166.949 164.64 161.527 153.036 150.705
threshold=-1.0372938969678034 -0.98621059485438678 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.55024281929118113 1.0000000180025095e-35 0.62026487867602198 0.37053661850120173 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 -0.34929633066952553 1.0000000180025095e-35 0.4908310215996638 1.0000000180025095e-35 -2.2144973715372043 1.0000000180025095e-35 -0.8778463702791649 1.0000000180025095e-35 -0.28238689466330313 -0.45609269003967318 -0.40317080334297789
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 11 4 5 12 9 17 18 -1 27 14 -4 26 15 -3 -8 -2 25 -14 22 -9 -7 -18 -22 -6 -10 -5 -12 -11
right_child=1 2 3 10 8 20 16 21 13 29 28 -13 19 -15 -16 -17 23 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014719880064390024 -0.0015493802394422342 -6.2083752511032865e-05 -7.1520297104153691e-05 0.0003749956885465056 0.0010173510011785662 -0.00086618090718305234 -0.00070737890485338996 -0.00052229506472848222 0.00013658275397412145 -0.00029936021826555936 0.0012739044485539635 -0.00059703198423699956 -0.00058879344024983279 -0.00055402968355962182 0.0012005298316257553 0.0011046292548173131 0.0024826404939245171 -0.00069631729303398337 -0.00032974773316211731 -0.0011732811723625491 0.00024560110913521147 0.00021246733092475774 1.0105359776285904e-06 -0.00022884951804317017 -0.00094322068611627787 0.0003275961020281942 -0.00048045481450389381 -0.00020655047640882586 0.00054186174368278585 -0.0009688819337804218
leaf_count=17931 9212 5792 6721 14608 5514 7457 29965 23247 28307 7461 4299 1967 16974 15265 11311 4856 261 12662 5036 18608 14534 5978 6025 22792 1902 18332 7301 10041 11923 15649
internal_value=0 -0.0316927 0.0336792 -0.022629 -0.0981121 -0.255188 -0.385511 -0.351364 0.0273717 -0.566637 0.219368 0.419626 -0.412148 -0.0753065 0.474765 0.268758 -0.263169 -0.5717 0.202239 -0.490951 -0.0709163 -0.20296 -0.253451 -0.104762 0.067042 0.273533 0.0111532 0.0816869 0.409986 -0.409156
internal_count=361931 267872 216773 192847 151976 72221 94059 51099 79755 41041 40871 23926 42303 50873 21959 10648 53018 21874 28882 35582 29918 29225 13482 23053 16436 23846 35608 24649 16222 23110
shrinkage=0.00180411


Tree=72
num_leaves=31
num_cat=0
split_feature=548 785 728 1423 852 677 809 758 896 869 21 819 921 470 665 457 464 1193 497 789 184 543 497 1378 1459 884 671 1009 1238 1307
split_gain=1802.2 1371.41 1100.44 800.223 575.038 526.991 428.794 336.454 322.662 291.93 281.678 274.69 240.242 226.052 222.473 217.616 210.492 198.665 193.473 183.946 183.522 171.473 167.295 161.33 155.708 151.732 189.561 149.313 145.673 140.068
threshold=1.3419342387057427 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.43523778982368799 -0.28794826445342053 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 0.85652824257920523 1.0000000180025095e-35 1.0000000180025095e-35 4.2386806022684906 3.0589865121061197 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 1.656418941702585 0.29079056963915867 0.6997810996132513 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3335791531818588 1.3390041783085433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 14 25 19 15 -2 13 28 16 -3 18 -12 -17 23 22 -8 24 -7 -4 -10 26 -1 -15 -6 -5
right_child=10 2 9 29 12 8 20 -9 21 -11 11 -13 -14 27 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00012329766151994328 0.0043559773057439055 -0.0010913581358815048 -0.00058817977331373345 -0.00053355759488589254 0.00075956069259340759 0.0005850163209279389 0.00028474216740679247 0.00024329507403947478 -8.1454192553626957e-05 -0.0012031187563351841 -0.0017629794975777627 -0.0017616144310611944 0.0017969531727501592 -0.00039162540774287293 6.7871752779887499e-05 -0.001341915735847208 -0.00081306247522943147 0.0053742551239456303 0.0024400485628233103 -0.00013565963335051884 -0.0004898687610324948 -0.00094302503981364327 0.0015364796699468394 0.00016657088596015867 0.0007672325295435998 0.0017252040041750003 0.0015883507988919887 -0.0012645703459413383 -0.00058133372857387101 -0.0012880265184671592
leaf_count=3718 180 22095 33322 27943 13170 23218 20097 10180 27073 26708 14773 13506 4305 21412 5192 9847 13504 102 490 6349 11543 4570 4418 9083 5716 8054 3337 7096 2353 8577
internal_value=0 -0.0434192 -0.0908466 -0.0106737 0.0517435 0.00185013 -0.147963 0.369122 0.110706 -0.309184 -0.431025 -0.439709 0.358509 -0.374545 -0.353326 -0.218573 -0.524701 -0.52106 -0.15573 0.244492 0.00557552 -0.0181578 0.311073 -0.173179 0.0299674 0.542822 0.344139 -0.246848 0.240786 -0.289496
internal_count=361931 291460 266171 186619 150099 130271 58927 25289 71344 79552 70471 70291 19828 56785 27287 52844 28277 9949 42895 33985 31640 37359 27636 42405 32789 15109 7055 28508 15523 36520
shrinkage=0.00240623


Tree=73
num_leaves=31
num_cat=0
split_feature=785 1378 746 1304 602 964 705 727 1469 269 513 783 728 1430 815 872 1238 681 263 706 1298 1009 664 921 683 595 1459 1361 888 263
split_gain=2353.41 1766.48 1076.78 726.489 685.884 530.708 498.832 472.762 321.132 310.998 310.881 301.06 253.538 240.405 239.414 233.149 230.39 229.224 218.412 216.912 190.778 190.389 188.461 179.108 177.949 176.427 174.757 173.837 161.37 152.751
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.34281947587212225 1.0000000180025095e-35 1.0000000180025095e-35 0.67165941385979033 1.0000000180025095e-35 -0.8778463702791649 -0.36806838854686125 1.0454229551509682 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9643541136160632 1.6236383842237581 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -1.07329023030195 1.0000000180025095e-35 0.42092846839687775 1.0000000180025095e-35 1.0000000180025095e-35 0.66115833724634121
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 13 9 8 17 19 -3 -2 29 18 21 -4 -10 20 25 22 -7 -1 27 28 -5 -13 -16 -9 -15 -11 -6 -8
right_child=1 5 3 6 12 11 10 16 14 15 -12 23 -14 26 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002916194889483194 -0.0012561716096229265 0.00023120591844785204 -0.00070201884095257721 -1.7048193816251172e-05 -8.3103243807283153e-05 -6.4411986367119442e-05 -4.3720592553478664e-05 0.0010288253610038903 -0.00051338892163953773 -0.0011749230122965191 0.00097140080924514299 0.00044261792274483591 -0.00071568965574585663 -0.00042387139195759857 -0.00051415207592453579 0.00023993530073279119 -0.00015904336432329334 -0.00072928882805037493 0.00037736116093780664 0.00043205336077617641 -0.00043927635560770946 -0.00067050800552126682 -0.00053070517084880691 0.0013190714690134652 8.160962027976597e-05 0.00024321138752744293 8.6459109396339799e-05 -0.00057919480143935292 -0.00069869836009719456 0.00052936840740714936
leaf_count=5567 18414 14977 24263 31292 25402 16673 10901 13039 19249 15052 4101 4375 18380 26299 6085 1964 1606 6228 19275 6984 9398 8966 7975 2736 16235 2363 7424 7106 4480 5122
internal_value=0 -0.175045 -0.278571 -0.151681 -0.439646 0.0453117 -0.0117527 0.378266 -0.0881365 -0.632541 0.236939 0.205987 -0.286477 -0.327864 -0.183025 -0.510738 0.573505 -0.133879 0.130686 0.0945316 -0.560535 -0.195549 -0.0787702 0.56201 -0.0451018 0.640029 -0.215837 -0.678177 -0.119392 0.107604
internal_count=361931 332372 232767 123605 109162 99605 65619 29559 56546 51934 20124 43059 57228 57986 41569 33520 17008 45495 35948 12551 31556 38848 39267 7111 22320 15402 33723 22158 29882 16023
shrinkage=0.00142578


Tree=74
num_leaves=31
num_cat=0
split_feature=272 800 728 871 1100 263 869 1309 21 819 652 1436 821 1430 50 263 789 616 194 727 519 723 1430 1436 1450 1430 481 1298 1307 253
split_gain=1754.64 1369.53 885.348 687.41 557.117 494.391 400.151 347.238 319.015 298.799 270.341 247.477 232.871 217.066 215.965 225.012 202.704 195.367 189.22 182.805 180.569 254.433 161.774 158.983 155.538 155.092 147.911 144.505 144.299 143.314
threshold=1.3643217266306855 -0.57812715656594349 1.0000000180025095e-35 1.0000000180025095e-35 1.6293515030253838 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 -0.55024281929118113 1.0000000180025095e-35 -1.0305144854359449 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.57091520978742472 0.58307762070518543 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.88343564287383192 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3390041783085433 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 6 10 11 -2 14 25 13 -4 -1 15 -10 20 -13 26 -8 28 -22 23 -9 -12 27 -14 -3 -7 -5
right_child=8 2 12 29 -6 16 19 22 9 -11 24 17 18 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00066185354631431335 0.0039397384302475042 -0.00054019220556148244 -0.0011529525982362872 -0.00048097130203697146 -0.00084836732123824319 0.00062767302122546348 3.8566832210281058e-05 -3.590205657540963e-05 -0.0016017484664266506 -0.0016578731343148197 -0.00022426424056160547 0.00083096483616600808 -0.0009405139418765812 0.00041532063183775399 -0.00052387820728725233 -0.0007284332631863937 -0.00021428008129274482 -0.00045938618542899854 -2.8416412690045927e-06 -0.00071700019986876387 -0.00056773335714762111 0.0017869016176552384 0.0013423791719330267 0.0011117212292249636 0.00053877096004402382 0.00077916450995961126 -0.00032662571053150645 0.00051580825960026932 -0.00045738436391851731 -0.0011449529505005564
leaf_count=7247 208 4958 21941 19875 6114 16573 9121 4105 14386 12342 38692 15574 23854 7245 27671 14299 5561 2736 10040 25328 1028 4022 11961 4610 5955 12601 14058 5649 2811 11366
internal_value=0 -0.0401336 -0.115058 -0.0376859 0.221296 0.0225874 -0.0483898 0.280182 -0.423276 -0.433259 0.0391264 0.151714 -0.325619 -0.0463151 -0.368476 -0.50753 0.234672 0.299129 -0.245553 -0.234198 0.308765 0.617142 0.47055 0.269228 -0.0542761 0.212146 -0.319926 0.0265733 0.221805 -0.324667
internal_count=361931 293025 233433 163540 59592 132299 102304 53478 68906 68698 67855 32802 69893 14492 56356 28685 29995 18310 47952 34449 24434 5050 20676 8715 44647 23208 37912 10607 19384 31241
shrinkage=0.00219699


Tree=75
num_leaves=31
num_cat=0
split_feature=785 1309 728 1022 727 476 519 1361 412 62 21 941 1238 1469 497 664 706 1367 1361 181 1097 1235 21 1469 1436 319 705 677 728 272
split_gain=2051.55 1320.78 734.832 605.903 599.189 455.801 451.78 436.958 424.259 326.974 298.846 267.506 257.557 246.846 215.217 211.866 209.761 190.688 225.48 183.29 180.033 179.592 154.607 154.256 155.256 153.939 152.178 152.095 141.295 140.857
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.39677154503368783 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.37712515092315846 -3.9164670491403295 1.9607587081991176 1.3335791531818588 -1.2909259808610625 1.9703080013679652 1.0000000180025095e-35 0.62672487627420737 1.0000000180025095e-35 1.0000000180025095e-35 2.2660174815480416 -0.95342879297703587 -0.94625487755706195 -3.5382515652285238 -1.2791237062730081 1.0000000180025095e-35 1.0000000180025095e-35 0.65881078006384819 1.0000000180025095e-35 1.0000000180025095e-35 1.3643217266306855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 16 22 8 20 13 -7 -4 28 17 -3 19 29 -1 18 -6 -11 -2 -9 -5 -22 -25 27 -16 -12 -10 -15
right_child=1 6 10 5 12 9 -8 21 11 14 25 -13 -14 15 26 -17 -18 -19 -20 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011195947157879617 -0.0018883074868361611 -0.00012866819776519885 0.0019003791914834829 0.0021722420109380218 -0.00063853304547935687 -0.0010862300801910286 7.4636007015540069e-06 -0.0012919766240655124 -0.00048943904036515917 -0.00056171651517687412 -0.001537175944643267 0.00033532484341679297 -0.00071870479259254229 -0.00083476570822325132 -0.0006146922866522073 -0.001430733537142995 -0.00032123050781578653 0.00069005706540806243 0.00053676254028876889 -0.0016056958072421155 -0.00034010239277749185 -0.00085840773197798132 -0.00115246333618407 -0.0015812219994237658 -0.00099481637723711387 -0.0017215697786402237 0.0006393461494692221 -0.0012029721001042817 -0.00092801872744484911 -0.0013357435969432211
leaf_count=5567 10389 3046 218 111 2957 14134 7152 15434 24644 32153 26957 2889 2399 33208 1450 10043 6984 8360 3292 1763 1286 24055 35074 18241 5977 15791 2234 29562 9822 6739
internal_value=0 -0.635781 -0.717421 -0.645803 -0.103659 -0.537616 -0.449072 -0.777793 -0.486843 -0.425527 -0.887614 -0.332867 0.137089 -0.600067 -0.334577 -0.63394 -0.418447 0.235156 -0.0182407 -0.382425 -0.942801 -0.639244 -0.712003 -0.855807 -0.893376 -0.895679 0.0960934 -0.847638 -0.380693 -0.57208
internal_count=361931 332372 234829 162301 29559 86919 97543 75382 90391 51734 72528 37355 17008 53036 37600 49990 12551 14609 6249 33916 35893 39489 35185 25504 24218 72310 3684 56519 34466 39947
shrinkage=0.00160022


Tree=76
num_leaves=31
num_cat=0
split_feature=1235 785 263 257 678 1430 664 1367 705 341 688 389 728 1458 253 815 683 728 539 533 751 1430 1436 831 728 705 789 125 56 921
split_gain=2105.32 1733.08 1106.4 897.019 759.09 617.364 456.801 409.451 367.756 310.697 286.819 284.022 282.642 255.887 234.186 207.67 205.253 197.177 194.854 244.154 170.954 167.437 172.228 166.191 165.017 161.431 159.14 164.725 158.138 156.63
threshold=-0.94625487755706195 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.20482571927389429 1.6369401821412268 1.0000000180025095e-35 2.0012238438612475 1.0000000180025095e-35 1.8460070869938618 1.0000000180025095e-35 1.0000000180025095e-35 -1.3831318875547542 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.7409957238946445 1.0000000180025095e-35 0.93719784564259367 1.1248358748350926 1.5320262332576917 1.0000000180025095e-35 1.0525743831388839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 11 6 7 9 -1 20 12 24 17 16 14 -7 21 -4 -3 19 -10 -2 22 -6 -14 -5 -17 27 -18 -19 -12
right_child=1 2 4 10 15 13 -8 -9 18 -11 29 -13 23 -15 -16 25 26 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016404861457189771 0.00049171471980479701 -0.00046624114728581933 -0.00047945744262710405 -0.00026365763775956834 -0.00095531123779557449 -0.0004210091225190726 -0.00079164207058305411 -0.00084132889424844582 5.6139850341633905e-05 -0.0008220423328111746 -2.7124218176471443e-05 8.4205663649723024e-05 -0.00043268495670579962 0.0003598620037411025 -0.00089926944608394025 0.00030729628897918393 0.00023003174623233421 -0.0011999432673632034 0.0013857523943652183 0.0012928451710591106 -0.00046370203172461238 0.00035201189107020298 0.00025849461494784022 0.0019707182077513988 -0.00080493988765912791 0.00083300994488965361 -0.00034161363033693374 0.00094196933404348034 -0.00048220106243855609 0.00081255077507537952
leaf_count=17386 6201 8797 5954 25348 3877 34824 16938 23610 3907 7481 15809 3637 19368 3689 24879 20326 22053 36918 7545 3162 3449 5832 2312 308 11518 9577 4611 4274 5222 3119
internal_value=0 -0.082519 -0.140262 -0.297745 -0.0168744 -0.434752 -0.13338 -0.64749 0.386863 -0.0606235 -0.126163 -0.506751 -0.013246 -0.30912 -0.343656 0.187212 0.08205 -0.55223 0.569247 0.347584 0.0989937 -0.0317386 -0.264138 -0.214981 -0.23435 0.268965 0.140791 0.196911 -0.617089 0.0668384
internal_count=361931 257543 233279 110368 122911 104388 80987 40996 24264 64049 55794 54574 56568 63392 59703 41924 36892 50937 14614 7069 9650 12021 6189 19676 36866 29903 30938 26327 42140 18928
shrinkage=0.00178979


Tree=77
num_leaves=31
num_cat=0
split_feature=545 1028 785 194 50 200 257 181 1361 705 125 728 728 1375 56 50 1030 1459 1470 1367 513 1469 1154 1469 1361 198 885 1298 941 1464
split_gain=1732.44 1270.75 1132.63 799.408 736.113 442.553 405.46 379.361 358.852 332.44 288.888 273.185 264.477 248.189 243.1 325.743 236.097 225.32 213.651 203.254 202.887 196.657 166.647 154.74 152.708 145 142.568 143.069 141.58 142.571
threshold=-1.0372938969678034 -0.96688480048775205 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.97734522064874174 1.0000000180025095e-35 2.2660174815480416 1.0000000180025095e-35 0.90721770011872871 1.0000000180025095e-35 -0.49008176997875957 -0.49008176997875957 0.59806352348768188 1.0000000180025095e-35 1.0000000180025095e-35 -0.28833227140160522 0.43577943106047246 -1.1535394197080833 1.0000000180025095e-35 1.0454229551509682 -0.64966906157678339 1.0000000180025095e-35 -1.1138918620402491 1.0000000180025095e-35 1.0000000180025095e-35 6.1053019920877674 1.0000000180025095e-35 1.9607587081991176 0.2602645535820674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 11 4 12 23 10 9 19 16 -1 -3 -4 21 15 -13 28 24 -10 -2 -11 -6 26 -5 -8 -18 27 -14 29 -7
right_child=1 2 3 5 13 7 17 -9 18 20 -12 14 22 -15 -16 -17 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018130811995009731 -0.0018935273421067185 -0.00065039733422169843 -0.00012474268407345872 0.00045653230050949196 0.00046854997884340977 5.7071330285452494e-05 -0.0012230546258604127 -0.0012934394605123405 0.00047144842276483444 0.00046580188595570968 -0.00095838946501136625 -0.0002889055774316459 -0.0018277287256459459 -0.00091611165030197877 0.0013484029706242007 0.0012142425431774001 -0.00011528985506973824 -0.00011082923322938071 -0.0006642411956716528 -0.0009341898699964465 0.001402416774591544 -0.00019857377349889028 -0.00073945221137462042 -0.00083732547687177621 -0.00061858862964289131 -0.0011364471434310228 0.0046181044536346165 -0.0010149376153907926 0.0011894605331725177 0.0006371998153418076
leaf_count=17931 9158 2235 6628 1961 12219 26418 14263 3442 3707 16544 23110 4856 12396 6840 11539 4788 22325 12135 28308 12396 4838 25615 13776 12184 26620 3156 73 9324 2723 10423
internal_value=0 -0.0774311 -0.0124621 -0.0668585 -0.220168 0.0433524 -0.414404 0.0912462 -0.374772 0.114347 -0.588354 0.373233 -0.438923 -0.0501085 0.434324 0.215014 0.0433687 -0.297063 -0.239416 -0.599528 0.315372 0.0104517 -0.518927 -0.292351 -0.374131 -0.106527 -0.647349 -0.659699 0.13484 0.102405
internal_count=361931 267872 214303 190885 86871 104014 94059 89869 53569 86427 41041 23418 42197 44674 21183 9644 65045 53018 32015 21554 21382 37834 35569 14145 40883 25481 21793 21720 39564 36841
shrinkage=0.00219043


Tree=78
num_leaves=31
num_cat=0
split_feature=1238 664 800 263 869 479 728 134 705 947 953 1430 1436 728 728 652 526 705 50 476 961 1193 21 1459 662 1469 1454 470 1430 519
split_gain=1655.03 1295.5 1187.53 708.973 551.429 418.077 390.626 273.87 264.086 225.192 246.705 215.052 334.161 210.21 207.644 201.246 169.161 167.604 165.764 152.484 151.882 151.198 141.652 139.499 135.371 128.573 125.265 125.045 124.764 123.798
threshold=1.6236383842237581 1.0000000180025095e-35 -0.57812715656594349 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.47914954037548679 0.62883063453998334 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.55024281929118113 2.3757057381457001 0.89008618839080589 1.0000000180025095e-35 -0.39677154503368783 1.4434549736607505 4.2386806022684906 -3.2545899522946695 0.77133902740777927 -0.58271687606615485 -1.1138918620402491 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 11 7 15 23 10 -2 12 25 16 -6 28 19 -7 -16 -3 -13 -15 -8 -5 -24 -1 -17 -21 -4 -10
right_child=9 13 3 8 14 17 22 -9 29 -11 -12 20 -14 21 18 26 -18 -19 -20 27 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00087794307033529949 -0.0018021343795247434 -0.00085765987574845616 6.2755807291888955e-05 -0.00014072114419630069 -0.00017969065632127045 -0.00031417183151953983 0.0039506497633493018 -0.00047235677848136911 0.00040709858518784409 -0.00074622045279773227 -0.00093294434029751001 0.0010154702200059784 0.00082151366875396882 -0.0012162981430813792 -0.001155966059044278 -0.00030823719068164376 -0.0011986216334513402 0.00062234706433944944 -0.00062192645627892216 -0.00062338101343256788 -0.00063377426120622487 0.0033138777875972559 -4.4470123456827673e-05 0.00058757175343683566 -0.00074676970359869427 -0.00050971853688848 0.00016697811209148667 8.5718899342750097e-06 0.00070129121650797229 0.0011876683598420667
leaf_count=1173 13382 13437 8597 23872 10198 12848 84 18367 10923 23187 12929 17787 9144 17519 18993 18139 7371 3733 24667 10053 948 110 6097 4709 25737 6363 16837 10720 10360 3647
internal_value=0 -0.0969418 -0.036836 -0.110816 -0.178575 0.222226 -0.0936938 -0.0161717 0.106266 -0.52441 -0.671087 0.336194 0.174393 -0.384687 -0.355432 0.0526797 -0.306688 -0.0442937 -0.421199 -0.246055 0.474051 -0.59291 -0.296708 -0.00799824 -0.30575 -0.140987 -0.0381806 -0.140836 0.21433 0.307839
internal_count=361931 312433 253223 201227 158076 51996 104218 72300 43151 49498 26311 35415 16680 59210 53858 53933 41581 16581 43660 34210 18735 17629 31918 28581 31834 7536 34976 20773 18957 14570
shrinkage=0.00198781


Tree=79
num_leaves=31
num_cat=0
split_feature=1378 681 1304 785 1022 1361 1430 705 859 1367 1436 1469 795 665 1469 67 1457 595 21 529 800 815 401 50 125 804 712 671 884 843
split_gain=1582.38 1035.79 852.414 583.978 566.431 483.409 431.651 429.701 394.928 334.896 294.267 264.437 235.847 222.915 215.585 198.211 196.905 192.938 175.417 160.256 152.428 149.705 144.294 140.114 124.427 124.149 118.413 118.184 128.391 117.221
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.64587093632554571 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.67165941385979033 -0.54135187694831066 1.0000000180025095e-35 1.0000000180025095e-35 -1.161100960392466 -0.29258408639884992 0.85652824257920523 -1.2791237062730081 0.2639097113453524 1.339295830115254 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 -0.57812715656594349 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.45538871002063286 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.7594804287203607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 26 5 10 9 17 13 -1 14 -10 24 21 -4 22 18 20 -8 -20 -6 -5 -13 -7 -9 -15 -2 28 -3 -24
right_child=3 27 4 8 7 23 16 12 11 -11 -12 15 -14 25 -16 -17 -18 -19 19 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017872339953811387 0.00048100524803889688 -0.0020425485963026144 0.00070892038613227994 -0.00016965106684842991 0.00049653763077821104 -0.00048962843591681239 0.0036598945921390274 0.00030024111703038411 0.00049734799083277345 -0.00081821445416623614 -0.00013949766597866014 -0.00078393269981834009 0.00013236149597726146 0.00048768356320761351 -0.0012731878303301291 9.4086128480312591e-05 0.00033108942569473111 -0.00075448867482414339 -0.00039491371380890222 -0.00094818580739645486 -0.00017893054560045151 0.00048604993486177622 -0.00034600152313779071 0.00013139116545787756 0.0012888005392402485 0.0015376064715595997 0.001361018355772484 -0.0010104618884168976 -0.0012035324071954889 0.00076052173409014415
leaf_count=14696 4136 8258 1118 12814 7394 12442 144 3371 8644 20318 7446 18710 11545 4230 23789 15766 4990 9713 26027 19565 29461 13346 20721 17475 7146 3620 6467 17469 9356 1754
internal_value=0 -0.237059 -0.185316 0.054077 -0.0851684 -0.23389 -0.35638 0.0361902 0.0034308 -0.550434 -0.421786 -0.0895535 0.25453 0.175208 -0.540314 -0.141192 -0.235313 -0.0776902 -0.280142 -0.28892 -0.0149419 0.0842557 -0.218936 -0.051451 0.460381 0.457454 0.469775 -0.587634 -0.720616 -0.115143
internal_count=361931 251723 216640 110208 130900 62270 85740 68630 99605 35014 32353 65595 22062 34010 24907 56951 50726 46568 45736 45592 36855 26160 41185 29917 10517 7850 10603 35083 17614 22475
shrinkage=0.0021655


Tree=80
num_leaves=31
num_cat=0
split_feature=134 683 1030 785 194 803 50 56 539 789 464 1470 56 50 1361 957 1454 1466 1229 859 819 804 1458 1362 409 728 1442 1469 644 50
split_gain=1519.66 1162.24 931.674 772.874 616.037 483.169 443.881 315.419 285.941 251.706 246.388 246.03 235.363 273.416 235.041 227.274 211.153 210.125 197.111 179.67 165.182 163.955 155.428 150.885 137.73 136.926 132.722 130.665 130.519 127.765
threshold=1.35321484427453 -1.07329023030195 0.56670278469791524 -0.86283290253235112 0.58307762070518543 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.2363894608792538 0.48004152527733596 1.0000000180025095e-35 -0.54135187694831066 1.0000000180025095e-35 0.45538871002063286 1.5460827014339922 1.0000000180025095e-35 0.54060196115873249 -0.49008176997875957 -1.2625182715263061 -1.2437168825088454 -0.34929633066952553 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 12 5 6 7 11 10 19 -2 -5 13 -3 18 16 -8 24 27 -6 -10 -7 29 -18 -4 -13 -21 -1 -27 -16
right_child=8 2 17 4 9 21 15 -9 20 -11 -12 25 -14 -15 22 -17 23 -19 -20 26 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00021510946537198149 -0.0014470139432536892 -0.00029552963399721936 -0.00058619291903658373 0.00016609674435924684 0.00081769824507239961 0.00026005127970926152 -0.00014893300417088878 -0.00014589964131493563 -0.00044228029699454655 -0.00030854054227023024 -0.0007367352296776317 -0.00014847570255636881 0.0010152907283829825 0.00085635874842271789 -0.00085506359198591676 -0.00066847195525882031 0.00047681794432712375 -4.7411540167339876e-06 -0.00063844867823340077 -0.0004796787524148555 -0.0011879731387353912 0.001298409189700662 0.00032591762463260584 -0.00011737712329252681 -0.0011882863077269045 -0.00068384138003263885 0.00038655711022919762 -0.0015345373919288517 -0.0012735233525922119 -0.00035607840847290027
leaf_count=715 18369 5054 18286 3926 12356 4796 30984 22551 29286 6079 16402 3504 12088 5099 12863 7002 18560 6587 14311 2892 5801 3271 3507 8655 8987 12338 18749 10275 13971 24667
internal_value=0 -0.0737503 -0.00918205 0.0423021 -0.00674468 -0.0791661 -0.113378 -0.256019 -0.427184 0.196394 -0.578379 -0.399318 0.369569 0.157211 -0.331809 -0.0050309 0.0342378 -0.333531 -0.506246 0.259509 -0.298841 0.378335 -0.235287 0.159886 -0.416596 -0.472702 0.153233 -0.749737 -0.531137 -0.277406
internal_count=361931 292073 225735 191875 169634 129558 121491 56290 69858 40076 34771 33739 22241 10153 66338 65201 58199 33860 25301 33997 35087 8067 41037 27215 27273 29813 21641 10990 26309 37530
shrinkage=0.0018589


Tree=81
num_leaves=31
num_cat=0
split_feature=274 1238 470 464 785 705 728 664 921 341 269 497 783 800 21 736 1436 21 1454 799 1285 878 953 662 816 1022 1430 264 1466 43
split_gain=1460.26 876.515 733.85 569.746 525.583 497.717 373.634 326.676 299.492 229.794 226.904 212.956 210.18 208.852 203.69 198.898 194.083 193.869 180.638 167.858 162.993 159.634 163.53 146.157 144.555 144.033 144.009 139.318 132.111 130.791
threshold=1.0000000180025095e-35 1.6236383842237581 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.84297453113901832 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.6369401821412268 -0.36806838854686125 1.5729800777409018 1.1155635910225459 -0.57812715656594349 -2.9709283393608152 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 -0.2363894608792538 -0.58454210970522613 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.58271687606615485 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.38646845251715672 0.55448474501259393 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -2 7 8 9 18 13 -1 19 -10 -4 -5 20 26 -3 25 -7 28 22 -19 -15 -8 -6 -12 -21 -16 -18
right_child=4 17 5 14 6 11 24 -9 12 -11 16 -13 -14 23 15 -17 29 21 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014947489398671361 0.00094177288672302986 0.0036740968643783093 0.00043775598864128349 0.0037307074847801156 -0.00049621474126597712 0.00095273344477151431 -0.00068262293213819402 -0.00081292812466165207 0.00044787500609470279 -0.00074601545658732182 -0.0015113757864899185 0.0012287281412233185 0.0017098837888114447 0.00029378267848167262 -0.00011917650849886517 -0.00068785342691175051 -0.00022838689934325597 -0.0018457470361717332 0.00027790621804899663 -0.00030362200239927612 -0.00077360261270326884 -0.00081584323513155216 -0.00101196727019377 -0.00029493089580495918 -4.0584055296931384e-05 8.8678606857853798e-05 -0.00066047005321684567 0.0004330479102972886 0.00072023209903704865 -0.0012958356010055992
leaf_count=16660 10716 124 10768 165 13928 3795 16950 18702 7920 10928 10757 3603 2636 8751 19230 20277 11459 11235 30187 9786 6159 19085 10522 39396 11331 15362 7053 7464 3961 3021
internal_value=0 -0.220376 -0.16957 -0.310334 0.0612696 -0.0625938 0.0121812 -0.13708 0.0849857 -0.0766358 -0.490258 0.17872 0.381612 -0.0292734 -0.159857 -0.16892 -0.387969 -0.523577 0.028931 0.100065 -0.0620758 -0.53391 -0.674174 -0.0884712 -0.199936 -0.0843589 -0.551332 0.0151147 0.013841 -0.209225
internal_count=361931 252901 211935 98742 109030 113193 98314 88545 70033 69843 48950 24648 10556 58915 49792 49627 32290 40966 59477 21045 29350 40842 21757 48147 28281 29290 17810 17250 23191 14480
shrinkage=0.00207111


Tree=82
num_leaves=31
num_cat=0
split_feature=545 959 785 263 50 705 257 1361 1376 728 125 1469 728 884 1292 1459 513 43 1306 1367 1470 1154 1160 1453 1464 885 681 869 755 1436
split_gain=1680.85 1238.74 1055.78 785.344 698.811 412.22 393.2 340.96 321.125 289.013 286.303 252.375 249.945 236.382 279.407 223.818 219.723 205.185 197.799 181.449 177.452 158.965 151.544 151.001 149.405 147.829 145.388 138.658 133.679 133.231
threshold=-1.0372938969678034 -0.98621059485438678 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.86010604286694103 1.0000000180025095e-35 1.0000000180025095e-35 -0.39507898286537607 -0.49008176997875957 1.0000000180025095e-35 -0.64180087851808076 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.43577943106047246 1.0454229551509682 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1535394197080833 1.0000000180025095e-35 0.68536004617275303 1.3493607039916962 0.33722957473813192 6.1053019920877674 1.0000000180025095e-35 1.0000000180025095e-35 1.8349057301109672 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 9 4 12 8 10 19 17 -3 -1 -6 -4 14 -11 23 27 24 -13 -2 -9 22 25 -8 -5 -14 29 -7 -12 -10
right_child=1 2 3 5 11 16 15 20 26 13 28 18 21 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013529086589731244 -0.0014252291977737786 -0.00051758436918956593 -6.9717700911059224e-05 0.00010682519662959845 0.00027554031919344116 0.0004322408692297816 -0.00065725094360132355 0.00032515174428758933 -0.00049483323449845068 -0.0001293964565287105 -0.00056386826630377062 -0.00010892732171828973 -0.0011678614034627563 0.0010253947108732487 0.00088564391789117613 -6.2345697423510165e-05 0.00094896226062448903 -0.00037428724627927551 -0.00076874053748196927 -0.0007134530460350761 -0.00048964020108119353 -0.00052385543168946298 -0.00026688170439597732 0.00022566225605071701 0.0005611371533112828 0.0033077712287577282 -0.00091249753291722442 -0.00016360101033126984 -0.0012543422475669035 -1.2279802286107902e-05
leaf_count=17931 8668 2326 6759 28007 15358 14187 38462 3477 11303 5358 18041 24971 19961 11130 5112 12135 5852 7564 6928 11791 27163 14613 2885 2421 9848 81 4153 5615 5069 14762
internal_value=0 -0.066291 -0.00402288 -0.056743 -0.202805 0.0563494 -0.399507 -0.370085 -0.018891 0.364476 -0.57203 -0.0416674 -0.411831 0.427391 0.225842 -0.283758 0.260811 0.0815503 -0.14565 -0.596673 -0.234996 -0.486635 -0.609662 -0.360869 0.136784 -0.686662 -0.182113 0.162214 -0.421498 -0.128871
internal_count=361931 267872 216773 192847 91556 101291 94059 51099 75637 23926 41041 47257 44299 21600 10470 53018 25654 45419 31899 20459 30640 37540 22927 40883 37855 20042 30218 19802 23110 26065
shrinkage=0.00166492


Tree=83
num_leaves=31
num_cat=0
split_feature=1309 476 1022 800 1361 131 21 785 257 664 263 1469 728 1436 67 1469 62 888 341 1459 125 519 785 803 1285 1367 1430 890 1373 1430
split_gain=1721.32 1094.87 760.284 701.646 629.63 522.837 440.76 392.697 382.382 352.414 319.346 278.827 275.383 273.694 235.762 222.802 222.038 216.187 204.535 194.172 188.604 155.802 147.685 148.228 141.051 139.542 212.756 134.956 133.933 129.656
threshold=1.0000000180025095e-35 -0.39677154503368783 1.0000000180025095e-35 -0.57812715656594349 1.0000000180025095e-35 -0.37314326152536875 -3.2545899522946695 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1729032349805202 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2673214316849539 -0.37712515092315846 1.0000000180025095e-35 0.76477020397632989 0.42092846839687775 1.0000000180025095e-35 2.1420547332082829 -0.86283290253235112 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.71339486274837316 -1.2601938093385081 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 18 13 24 -1 -7 10 11 -8 -5 20 15 21 -3 -6 19 29 -10 -9 25 -18 -24 -4 26 -13 -15 -17 -2
right_child=3 2 5 9 16 7 8 12 17 -11 -12 14 -14 27 -16 28 22 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027538316661804476 0.00040677611266694638 0.00025270627372411147 -0.00032931368217335629 0.00062505998941950202 -0.00059754505369221593 0.00087400408769887188 -0.001418602270895325 -0.0001450060654310983 -0.00057726803789992813 -0.00057571217629074386 -0.00074840318054988789 -0.0011023441735209397 -0.00037908315200926087 -0.0012331703280881686 0.00019267996594199725 -0.0017587785200397768 0.0007175724981844931 -0.0010748429787663797 -0.00015869825232983707 -2.7086667447408186e-05 0.00034468698851691055 0.0006123252242511973 -0.00017944536060576113 0.0009557711401611893 -0.00099228232880168936 -8.4102821698872426e-05 -0.00022818271853279561 -0.0001054944611345539 -0.0010052992201897183 0.00093660155004282944
leaf_count=349 8287 1513 16048 7959 11564 6420 19769 13943 35628 13695 23981 5815 14825 1923 28021 4310 2456 8887 3534 10266 24325 2147 20776 1316 5582 17713 9328 6999 23009 11543
internal_value=0 -0.241589 -0.138541 0.0628507 -0.296538 -0.00894535 -0.424683 0.0825972 -0.434983 -0.0257222 -0.596973 0.0279911 0.0235325 -0.49769 -0.017865 -0.6055 -0.109465 -0.32146 0.352878 -0.264782 0.105981 -0.13182 -0.00393445 -0.0611996 -0.28893 -0.169325 -0.318036 -0.18282 -0.65467 0.424581
internal_count=361931 253889 155009 108042 73866 81143 98880 59513 98531 84678 43750 70983 53093 37754 63024 28832 36112 54781 23364 45894 38268 35003 24548 22092 21630 32856 15143 8922 27319 19830
shrinkage=0.0016968


Tree=84
num_leaves=31
num_cat=0
split_feature=785 1447 519 476 727 1436 1361 728 21 519 727 873 733 809 1022 1016 728 706 1469 476 588 872 734 815 959 746 1016 547 578 927
split_gain=1945.83 1222.64 660.766 580.427 568.841 503.252 511.166 499.725 368.244 341.053 332.979 328.027 323.777 266.018 254.193 266.816 234.611 223.927 218.594 198.104 194.929 180.243 175.084 171.111 158.79 154.615 192.648 146.364 132.018 128.449
threshold=-0.86283290253235112 -0.24955227496289575 2.1420547332082829 -0.39677154503368783 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 2.1420547332082829 1.0000000180025095e-35 1.3467136707454657 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 -1.0116054822771126 -1.0099296266851885 0.71188872395471614 1.0000000180025095e-35 3.0820683777490774 1.0000000180025095e-35 -0.68169868102075137 1.0000000180025095e-35 1.0000000180025095e-35 1.4078093546699517 -0.87905496296652397 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 17 6 -5 9 -2 11 -4 18 16 23 15 -6 24 -1 -3 -20 -12 -13 25 -10 -7 26 -21 -16 -19 -30
right_child=1 7 10 5 14 12 -8 -9 13 -11 20 21 -14 -15 27 -17 -18 28 19 22 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00089277146831610215 0.0013773709763134794 -0.00032003380014463995 -0.00079495829826784143 -0.0012391521264868012 -0.00057315613289223857 -0.00077697427536313338 -0.00077391867786951829 -0.00085829536689309145 -0.0014666304190360622 7.7262597826034993e-05 -0.00025283132119799053 -0.0004937046992645308 -0.001027397461815313 -0.00098573478690450233 0.00053211176871919945 0.00032004412044066906 -0.00085649181159983868 0.00055637036325928934 -0.0009972137236319515 -0.0010715484512629852 0.00068455327300021756 0.00015989204989986364 0.00052732797992813469 -0.0011149438594069781 -0.00041922227467386955 -0.00046212353051847712 -0.00055278210643854508 -0.0007797980173301041 -0.0005104389916409511 0.00056154313983205291
leaf_count=5567 304 13137 6665 30203 4211 9922 29262 28215 18211 5826 5934 4238 14324 48457 8458 3801 16679 980 9367 8098 1532 5490 740 19980 28852 17615 9321 538 5290 714
internal_value=0 -0.628626 -0.709882 -0.73796 -0.109327 -0.656227 -0.792032 -0.454439 -0.866994 -0.373685 -0.310354 -0.412461 -0.546246 -0.875808 0.126285 -0.121917 -0.481183 -0.415975 -0.467898 -0.532331 -0.0405898 -0.093822 -0.469037 -1.00725 -0.401655 -0.489265 -0.620613 0.35631 -0.191008 -0.299355
internal_count=361931 332372 230325 216194 29559 129242 59465 102047 86952 73832 14131 68006 69777 86648 17008 8012 55453 12551 58278 45141 7466 9728 35774 38191 38774 35034 17419 8996 6984 6004
shrinkage=0.00126286


Tree=85
num_leaves=31
num_cat=0
split_feature=785 728 479 1285 519 872 727 1458 804 1091 1154 21 481 723 1022 1016 497 181 734 706 852 588 667 547 21 578 67 1311 927 819
split_gain=1670.29 1234.55 981.776 796.29 575.307 547.349 531.26 386.62 369.483 338.335 485.692 260.571 274.885 255.577 250.542 260.247 204.141 203.398 189.916 183.766 166.167 158.562 154.495 144.327 141.405 131.254 130.752 129.98 128.554 128.541
threshold=-0.86283290253235112 1.0000000180025095e-35 1.388869425783259 1.0000000180025095e-35 2.1420547332082829 0.85297537480346686 1.0000000180025095e-35 1.8460070869938618 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.0589865121061197 1.0000000180025095e-35 3.0820683777490774 0.62672487627420737 -0.22706799479215015 0.71188872395471614 1.0000000180025095e-35 1.4078093546699517 -3.2545899522946695 -0.87905496296652397 0.2639097113453524 3.6225485867211153 1.0483613175537825 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 19 9 18 10 -2 -3 16 -6 15 -8 22 20 -7 -1 -11 -15 -13 -16 -4 -21 -12 -14 -27 -26
right_child=1 11 24 -5 13 8 14 -9 -10 17 26 12 27 21 23 -17 -18 -19 -20 25 -22 -23 -24 -25 29 28 -28 -29 -30 -31
leaf_value=-0.001101543816305599 -0.0013975615665146363 0.0017709255227254502 0.0019161198085153575 -0.0011783650434729128 -0.00093417697404624134 -0.00057353146277340831 -0.00076037078707035552 -5.4593556435849976e-05 0.00048529456048085486 -0.00083678922014766019 -0.00089202444153086639 -0.001291779384311994 -0.001045043680552409 1.4130938313127382e-06 0.00062945640162869626 0.00035931804976279097 0.00026490953804091425 -0.0011060599644955786 0.00040064855239985262 0.00065439092806477512 -0.00047319442295782 0.00096143931336260509 -0.0016008905903696336 -0.0010205599691483036 -0.0012237205634417578 -0.00069496525383072236 -0.00037715809087792286 0.0023636426739002043 0.000665911014868219 -0.0016701338417788884
leaf_count=5567 23329 225 110 37314 2218 21703 4211 5667 4032 20157 20582 41198 28803 6810 8458 3801 655 10254 1926 980 27778 1935 28961 538 34295 5290 5788 93 714 8539
internal_value=0 -0.614087 -0.537894 -0.479953 -0.419237 -0.45298 -0.130725 -0.513252 -0.213537 -0.53989 -0.660414 -0.802622 -0.808127 -0.00344583 0.0989417 -0.148443 -0.877398 -0.442091 -0.307074 -0.427376 -0.391081 0.139109 -0.888744 0.329375 -0.814737 -0.222431 -0.485654 -0.647237 -0.330786 -0.821357
internal_count=361931 332372 232437 189493 152179 141216 29559 113555 27661 107888 49699 99935 99710 10963 17008 8012 70814 58189 23629 12551 47935 8745 70159 8996 42944 6984 26370 28896 6004 42834
shrinkage=0.00159437


Tree=86
num_leaves=31
num_cat=0
split_feature=481 1373 194 785 188 705 1361 941 1458 1367 964 1030 953 184 800 497 1078 728 1450 799 1430 862 1169 478 1028 322 852 800 21 804
split_gain=1461.45 882.728 650.889 578.633 499.72 494.35 477.277 389.929 341.332 333.818 319.022 263.383 208.162 208.054 192.415 180.584 161.831 160.887 154.268 150.843 149.55 147.386 147.202 132.7 130.572 128.836 124.389 121.361 118.477 114.604
threshold=1.0000000180025095e-35 -0.35286549756995528 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.84297453113901832 1.0000000180025095e-35 1.9607587081991176 1.8460070869938618 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.57812715656594349 2.2206245932530155 1.0000000180025095e-35 -0.49008176997875957 -0.49083279118224338 -0.58454210970522613 1.0000000180025095e-35 -0.55948623051393664 1.0643747975631468 1.8167082398441956 -1.271019091203941 1.0000000180025095e-35 -0.22706799479215015 -0.57812715656594349 -3.9164670491403295 1.3537602816678871
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 22 25 11 9 8 10 28 12 14 17 -8 -4 19 -16 -5 -12 -7 -19 -6 -2 27 -14 -3 -21 -23 -1 -9
right_child=3 2 5 7 21 15 13 29 -10 -11 18 -13 24 -15 16 -17 -18 20 -20 26 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0038132045359324817 0.00099346458433431108 -0.00095546187903171776 0.00030353246379773716 2.457718925210684e-05 -0.00095024078767303377 0.00095430637405356745 -0.00047112103891564227 0.00053471301140849321 0.00087332722371653154 -0.001016994836106064 -0.00034833055965061122 -0.00086247523393341346 -0.00079469440085073702 -0.00099873989711013597 -0.00022393084718172108 0.0014471495239847829 -0.00097865465725235044 -0.0014407866253658376 0.00020389110932998521 -0.00045268886864503527 -0.00064719545542045258 0.0004780972387413022 -0.00045216021343152143 -0.0011641026514449199 -9.654509291709583e-05 -0.0015610590129556514 0.00033539127687783646 -0.0002941550706471428 -0.0019134253208096935 0.0018302139242547188
leaf_count=54 10029 21618 9473 3498 7327 3795 32334 4773 4697 24107 13943 15954 7045 28374 28234 2139 6865 9147 24684 5610 10601 4383 1335 2846 20033 12969 8887 18047 17738 1392
internal_value=0 -0.29193 -0.194167 -0.0145509 -0.353913 -0.0795843 -0.448086 -0.0654057 -0.0990441 -0.634253 -0.127759 -0.173619 -0.237391 -0.332928 -0.0978674 0.174298 -0.168408 -0.386637 0.00359098 0.110164 -0.463342 -0.18164 0.387682 -0.110672 -0.121886 -0.549213 0.019869 -0.0615063 -0.882264 0.396189
internal_count=361931 250754 148147 111177 67190 80957 102607 99813 93648 41899 88951 60526 50324 60708 44572 20431 35099 23246 38627 18292 19748 32603 11364 25276 27078 34587 14497 22430 17792 6165
shrinkage=0.00213631


Tree=87
num_leaves=31
num_cat=0
split_feature=136 681 125 50 62 785 728 664 785 1080 62 516 1147 1022 1430 736 1150 705 1160 1430 662 803 686 727 1458 785 457 21 1466 1085
split_gain=1395.55 873.982 755.542 636.404 565.18 518.253 369.792 348.663 313.974 280.784 250.163 228.096 213.151 209.427 243.989 186.222 183.255 171.522 151.384 150.26 148.214 141.202 135.63 132.593 129.096 117.529 116.446 114.163 108.214 106.497
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.67845511463764618 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.323361361534652 -0.37712515092315846 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0999472070578602 0.68536004617275303 1.0000000180025095e-35 -0.58271687606615485 1.0000000180025095e-35 1.321975669573771 1.0000000180025095e-35 1.8460070869938618 -0.86283290253235112 2.3716694046974869 -3.2545899522946695 0.67647628514450941 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 12 23 9 8 -6 13 -1 -10 16 14 -7 19 24 -13 27 -5 -8 -11 -3 -2 -4 -21 -15 -12 -27 -29
right_child=5 22 4 15 7 6 20 -9 11 21 18 17 -14 26 -16 -17 -18 -19 -20 25 -22 -23 -24 -25 -26 28 -28 29 -30 -31
leaf_value=-0.0015917135321897812 0.00025670854325046981 -0.00099642669332594713 -0.00031034149371311992 -0.00060771537233642275 0.00091981124742164489 -0.00076503478222879611 9.0177113574983674e-05 -0.00060550977697017316 -0.00034716105211189468 7.6226418870615383e-05 0.0038721903219736823 5.3044492916607686e-05 -0.0011275672884243145 0.00015933738259888759 -1.1174169155523031e-05 -0.00074132128668230872 -0.00080883112688908331 0.00077744349771947713 -0.00022091498648381237 0.0010388912285114562 -0.00066208553407540703 0.00099708725143885998 -0.0015683706460907834 0.0010932283943685642 0.00096502828515333426 -0.00024611401972388238 -0.0014689746963480865 -0.0012992333281510895 0.0006614743852391791 -0.00072365886334430812
leaf_count=16556 4297 23774 20538 11578 5522 12472 5298 14819 19744 4030 65 26927 10771 32951 15156 20872 15180 5326 4498 1283 22846 5519 11628 6460 1223 14423 759 15332 2311 9773
internal_value=0 -0.280077 -0.232674 -0.378307 -0.129798 -0.00735184 -0.0549173 -0.0225382 0.043221 0.0168008 -0.577307 -0.00568923 -0.308096 -0.0336812 -0.167148 -0.225121 -0.236701 0.0927446 -0.461196 -0.122783 -0.26325 0.318896 -0.598278 0.385312 -0.118825 -0.0102109 0.0657853 -0.532518 -0.0590875 -0.541491
internal_count=361931 252143 216741 96691 120050 109788 99031 72338 57519 70887 46224 51997 47712 61338 27628 50467 36941 32253 29668 29595 28144 9549 35402 10757 21761 18017 33710 25170 16734 25105
shrinkage=0.00195403


Tree=88
num_leaves=31
num_cat=0
split_feature=1447 614 1436 1430 800 43 21 1469 809 519 785 815 205 62 1030 1373 953 1028 1459 705 1030 272 803 1459 1470 859 859 728 125 464
split_gain=1355.03 838.3 724.208 756.479 501.113 400.508 363.209 341.707 318.719 314.668 313.93 271.207 244.943 231.964 219.614 210.287 223.192 195.609 170.565 147.512 138.544 131.29 129.915 126.008 123.438 118.684 117.012 111.11 110.689 108.223
threshold=-0.24955227496289575 -0.75411934043310735 1.0000000180025095e-35 1.0000000180025095e-35 -0.57812715656594349 1.0000000180025095e-35 -2.9709283393608152 -1.1256941366283033 1.0000000180025095e-35 2.1420547332082829 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.37712515092315846 1.4217378407974357 -0.95775103874899059 1.0000000180025095e-35 -0.96688480048775205 0.73871680408646412 0.56887034349225363 1.4217378407974357 1.6568181847307961 0.85523949479533445 0.42092846839687775 0.34450605210609392 -0.54135187694831066 -0.54135187694831066 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 15 14 10 -1 24 11 12 27 -8 25 -12 21 -3 29 -5 20 -19 22 -2 28 -10 -6 -9 -14 -4 -15 -17
right_child=4 2 5 17 7 -7 8 9 23 -11 13 -13 26 18 -16 16 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026970988996566142 0.00057496045774061626 -0.0015838944877565322 -0.00070969651448828661 -0.00072855134286153671 0.00069525188285090298 -0.00059790321187766754 -0.0015511586133096682 -0.00020903043329511026 -0.00073213897356418382 0.00053581810884068513 -0.00043710152003195729 -0.00083547328234764005 0.00024459420325598994 -0.00037896154160928762 -0.00087740117904677565 -0.0012699126773981111 -0.00033831173693443307 -0.00032671074416952187 0.00052781828012313703 0.00019180662078753299 -0.0007742977127484145 -0.00058407124828927588 0.00043677009646494585 -0.0002538302534824254 5.8618042578160521e-05 -0.00062471761234704612 -0.00022116245828801708 0.00073818127790648642 6.664580608657696e-05 -0.00073499936325128763
leaf_count=297 20441 8032 706 9666 6419 19981 16370 13171 34698 5385 19468 19706 9701 11771 1606 14917 7096 17888 6727 10534 3426 1346 6375 9595 8116 27503 18935 6912 16818 8325
internal_value=0 -0.272099 -0.194239 -0.347402 -0.00455939 -0.0769683 -0.461273 -0.0753283 -0.472224 -0.131812 -0.0104966 -0.638039 -0.171094 -0.058053 0.245067 -0.56828 -0.4918 -0.15152 0.0172355 -0.0714924 -0.0347597 0.292102 0.000101742 -0.355761 0.198405 -0.276955 -0.0334497 0.351405 -0.0578879 -0.603415
internal_count=361931 249308 168642 76458 112623 92184 80666 89230 80369 74695 72203 36076 69310 64585 23393 38370 30338 38088 45117 28422 38390 21787 34964 44293 14535 40674 28636 7618 28589 23242
shrinkage=0.0017543


Tree=89
num_leaves=31
num_cat=0
split_feature=1100 181 800 728 578 859 272 1430 1436 1458 1453 21 789 746 1154 526 476 21 815 401 1240 1223 205 843 1022 816 1016 1298 1469 1218
split_gain=1304.01 1080.88 851.185 640.235 410.379 304.069 293.67 247.912 366.98 218.648 198.471 191.762 185.657 182.215 200.041 181.655 191.655 173.584 170.124 160.069 154.733 150.004 147.853 146.198 145.578 136.921 135.125 133.828 132.158 129.044
threshold=1.6293515030253838 1.0000000180025095e-35 -0.57812715656594349 1.0000000180025095e-35 1.0000000180025095e-35 -0.54135187694831066 1.6568181847307961 1.0000000180025095e-35 1.0000000180025095e-35 1.2590019921477786 1.1343281912642689 -3.2545899522946695 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 2.3757057381457001 -1.0099296266851885 -3.9164670491403295 1.0000000180025095e-35 0.66778437295061321 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2959241191290178 1.0000000180025095e-35 6.0906794990390116 1.0000000180025095e-35 1.0000000180025095e-35 -1.2791237062730081 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 12 7 8 28 13 15 -2 19 14 25 16 -3 -5 21 29 -9 -19 -6 -15 26 27 -13 -7 -1 -4
right_child=11 10 3 17 22 9 -8 20 -10 -11 -12 24 -14 23 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011918156568972607 0.0038839574110401125 -0.0014006589527753939 4.2497998150219131e-05 0.0039645803982214746 -0.00078020711818585714 -0.0015655893821997877 -0.00081985742772155707 0.00046487701446709537 0.00061042945701927356 0.00064187087963802562 -5.9559367784036804e-05 -0.0019611448962595056 -0.00048784083773862621 -0.00021028660284923628 -0.00023053192242270058 -0.0016795283582173512 -0.00068371023296556809 -0.0015495568750802365 -0.00054238313866296893 0.0011745165610205527 0.0011976436500119271 -0.00077278330821380103 -0.00014659798701647606 0.00055251356147947535 -0.0009685758067581445 0.0033859916849383843 -0.0011562025679157683 -0.00038368641439480964 -0.00075760212613298341 0.00075357485798825978
leaf_count=763 135 14389 14625 137 27861 8060 4752 14841 12347 6055 6023 13186 4786 28720 13941 9046 32863 12487 30614 5343 9812 15791 12000 6127 23999 135 11617 3388 9276 8812
internal_value=0 -0.129821 -0.0729745 -0.13586 -0.0658258 0.000145016 0.147992 0.191727 0.0406348 -0.0790316 -0.383383 -0.516098 0.150832 -0.116365 -0.253052 -0.423732 -0.372399 -0.327572 -0.334359 0.21004 0.32332 -0.461863 -0.243935 -0.0280766 -0.525076 -0.470105 -0.653168 -0.499202 -0.24995 0.13592
internal_count=361931 312994 250673 198882 139853 99992 51791 47039 22386 66426 62321 48937 33566 60371 25524 56298 47252 59029 58892 28780 24653 28278 39861 34847 48802 11583 24803 11448 10039 23437
shrinkage=0.00236405


Tree=90
num_leaves=31
num_cat=0
split_feature=683 785 125 188 200 519 257 712 1028 728 664 263 1099 608 533 1454 803 1442 126 941 1160 1469 789 21 723 21 548 528 1469 1459
split_gain=1808.12 1305.04 910.538 770.539 632.349 473.998 419.767 396.276 357.127 295.102 294.379 293.815 269.124 264.133 379.619 263.555 260.795 243.249 221.77 200.533 180.995 178.235 165.346 160.489 157.947 157.322 144.544 143.296 142.457 125.858
threshold=-0.76344857304914582 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.97734522064874174 2.1420547332082829 1.0000000180025095e-35 -0.63779424894106762 -0.96688480048775205 -0.49008176997875957 2.3848607387285203 1.0000000180025095e-35 0.56190344819121218 1.0000000180025095e-35 1.0000000180025095e-35 -0.2363894608792538 1.9682860324222273 -1.2625182715263061 1.0000000180025095e-35 1.9607587081991176 0.68536004617275303 -1.102089587452195 1.1248358748350926 -0.70163543588998201 1.0000000180025095e-35 1.0000000180025095e-35 -0.40317080334297789 1.3633726830512116 -0.63393269545937792 0.73871680408646412
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 3 9 21 8 11 -2 -6 -3 16 -1 17 14 -9 -8 18 -5 -10 28 27 -4 24 -17 -7 -15 -13 -11 -19 -20
right_child=1 2 4 12 5 22 15 13 10 20 -12 26 -14 25 -16 23 -18 19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013450736934377695 -0.00078633123261779333 -0.00024549947354331815 0.00010199257471423425 -0.00070997406717761757 -0.00064601451506338115 0.00019098875037522841 -0.00075857853733815746 -0.00029746238279889145 -0.00022270406414466316 -0.0011837711458560652 -0.0011140404775229346 -0.00042493620360562715 -0.00078452179802269311 0.00043149421755809267 0.00078039967158204278 5.1126389892549966e-05 0.0007363753747909609 0.00016524527737630309 5.5991489029959803e-05 0.00078466780110623708 -0.00046621212052207829 -0.00070914357676651689 -0.00025946374794116401 -0.00049750288412509316 0.00095506048814022419 0.0011168086200292382 -0.00096687766048675209 -0.00045435796030177317 -0.00027959659398951861 0.00056332428388169487
leaf_count=21248 2668 7293 3240 8180 11805 4120 33575 6604 32775 31602 2779 9023 10091 5295 5633 9217 4347 10872 29748 2420 6282 21613 2105 17092 6733 7500 16002 3553 23019 5497
internal_value=0 -0.124855 -0.178122 -0.327061 -0.0693545 -0.0034503 -0.450932 0.257765 -0.0573681 -0.534524 -0.0112426 -0.6138 -0.170497 0.326178 0.128828 -0.339622 0.0105381 -0.106465 -0.019812 -0.0405453 -0.609867 -0.364727 0.327559 -0.187336 0.41887 0.513028 -0.466024 -0.675403 -0.0816755 0.0843718
internal_count=361931 255774 228074 103312 124762 99909 106157 27700 86951 48730 75146 46273 54582 25032 12237 59884 72367 44491 68020 36311 41437 24853 12958 26309 10853 12795 25025 35155 33891 35245
shrinkage=0.00162978


Tree=91
num_leaves=31
num_cat=0
split_feature=1447 683 1436 1430 785 595 1469 785 519 21 1361 205 1022 543 50 953 1028 125 527 1470 705 119 1010 667 714 1442 728 470 62 795
split_gain=1535.13 941.011 787.72 756.834 553.7 431.426 418.781 372.139 353.827 343.812 348.459 319.619 232.784 229.888 221.448 214.195 197.136 196.221 178.543 177.54 158.306 158.306 158.304 154.8 150.59 143.964 135.712 134.201 132.278 130.711
threshold=-0.24955227496289575 -0.45360691579634166 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -0.96833047545424733 -0.86283290253235112 2.1420547332082829 -2.9709283393608152 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 -0.96688480048775205 1.0000000180025095e-35 3.1043429589108693 0.22229707940546359 0.71877107111157812 1.0000000180025095e-35 0.85175967645546824 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.37712515092315846 -0.29258408639884992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 15 24 7 19 26 11 -1 12 18 -11 17 23 -3 -5 21 27 -6 -18 -9 -13 -12 -2 -17 -4 -8 -19 -30
right_child=4 2 5 16 6 -7 8 13 -10 10 14 22 -14 -15 -16 25 20 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0027427971324774474 0.00024983521437087561 -0.001324710903761216 -0.00087858865749234694 -0.00086122587140851161 0.00072050482748736114 -0.00070668416691946258 -0.0008125618215339477 -0.00072255085194415593 0.00065219996861373122 -0.0016524499702605204 -0.00064384846040349629 -0.00015936587944023371 -0.00096128615294125536 -0.00076507805230731807 -0.00028587515818877425 -0.0013336821208490728 -0.00035488508858478202 -0.00024432542453027182 0.0016329357840211055 5.3228602311955126e-05 0.00027337764178503256 -3.1304574924860537e-05 0.00052054966168288213 -0.0011803223370263386 0.0011434968847734539 -0.00026506020954484818 0.0008771531356660153 -0.0003605466187462431 0.00065219510383031452 7.5588607891976227e-05
leaf_count=324 4147 27625 717 8244 10120 17622 21007 10056 5533 17621 20845 24222 20793 7641 13993 3082 18720 9061 498 13373 8477 11589 6028 17512 6429 5653 7228 21266 8722 13783
internal_value=0 -0.285534 -0.195069 -0.358423 -0.00171588 -0.0692879 -0.0492745 -0.00169668 -0.120986 -0.466393 -0.475935 -0.16083 -0.642559 -0.0571847 -0.366325 -0.581586 -0.155075 -0.0128052 -0.278269 0.179473 -0.0767695 -0.167607 -0.00859326 -0.454153 0.406767 -0.314083 0.378958 -0.294075 0.0804856 0.156107
internal_count=361931 249308 158220 71801 112623 86419 102047 68797 78554 91088 90764 73021 38414 60852 52350 36360 35441 53211 42771 23493 27197 21645 30250 38357 10576 8735 7945 42273 31566 22505
shrinkage=0.00194158


Tree=92
num_leaves=31
num_cat=0
split_feature=479 1378 1022 1430 800 705 1469 497 785 859 664 959 1436 750 681 1097 1469 789 21 401 602 470 1292 764 21 529 1304 1442 748 705
split_gain=1307.49 996.605 622.478 543.953 442.385 414.903 282.81 272.151 250.905 247.704 245.25 227.6 221.453 204.589 189.668 181.281 181.043 178.074 166.187 160.243 187.145 150.75 141.934 138.829 136.957 128.761 126.963 122.468 120.998 116.73
threshold=1.388869425783259 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.57812715656594349 0.67165941385979033 -1.1256941366283033 1.9703080013679652 -0.86283290253235112 -0.54135187694831066 1.0000000180025095e-35 -0.68169868102075137 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.34591097486072769 -1.2987941639197651 1.1248358748350926 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.99513684329191998 -3.9164670491403295 1.0000000180025095e-35 -0.34281947587212225 -0.962738934255707 -0.55983428269634117 0.21767435306983637
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 23 10 -6 8 -7 28 14 -1 16 18 17 -5 -13 24 -2 20 -20 22 -11 29 -4 -26 -10 -17 -8 -3
right_child=13 4 5 15 6 7 9 -9 26 21 -12 12 -14 -15 -16 27 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0016083154369177033 0.0029477264781875277 0.00036523625988273156 0.0033602044799565349 -0.00067856789041863535 0.00050643193345743407 0.0010624747985332459 0.00052705034681704149 0.0011422680458198684 -0.00050057875829884104 -0.0011068351009809554 -0.00085689305825902766 0.00078431465005809713 -0.00026002111278442273 -0.001406206469622636 -0.00087075379418377163 -0.00068554065343269109 -0.0011405041084741815 -0.00071306935067421741 -0.0014550800141752036 -0.00058182314955968644 -0.00069896450747495805 -0.00013829192904895294 -0.00035946496750336615 9.5849684382745066e-05 6.6553119998329142e-05 -0.000389347192730669 0.00010619441393605928 -3.0180541927679522e-05 -5.9318777041654e-05 0.0010615266958833908
leaf_count=11475 148 5781 140 20901 11183 3025 8362 3477 8827 7250 15223 776 7644 13292 7747 6222 23860 8516 14208 26549 12677 23773 12066 6285 28459 15468 14691 21332 14114 8460
internal_value=0 -0.117716 -0.204772 -0.33545 0.0433971 -0.101509 -0.028166 0.0907005 0.0190578 -0.0796988 -0.185281 -0.518677 -0.432544 -0.453918 -0.129975 -0.18965 -0.537947 -0.0881696 -0.395995 -0.403829 -0.533398 -0.170694 -0.311884 0.291406 -0.0374233 -0.0446839 -0.0521352 -0.0849845 0.0865881 0.393743
internal_count=361931 295057 197783 92210 97274 105573 76748 30020 26543 65565 75553 43755 32280 66874 60330 48455 24636 52583 53582 53434 26885 43089 19316 20526 44067 43927 23518 27554 22476 14241
shrinkage=0.00198181


Tree=93
num_leaves=31
num_cat=0
split_feature=548 785 728 1376 803 263 395 758 789 519 869 1436 21 677 1430 723 533 1469 901 388 1459 889 588 662 942 953 878 1436 1430 382
split_gain=1457.82 1197.75 1018.9 641.555 436.355 398.69 386.726 363.991 259.336 253.527 236.259 232.049 219.099 219.979 203.845 196.823 187.113 180.89 176.939 182.33 158.115 136.949 134.394 128.968 128.844 128.493 172.622 127.811 191.568 120.541
threshold=1.3419342387057427 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 -0.43523778982368799 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.94079183474878747 -1.3864818265177761 1.0000000180025095e-35 0.71505107648705846 1.0000000180025095e-35 0.71188872395471614 -0.58271687606615485 2.231519495564001 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 25 9 17 18 14 -2 16 -5 -11 -14 -7 -4 23 -13 -9 29 -20 -8 26 -1 28 -19 -17
right_child=12 2 10 11 -6 8 24 21 -10 15 -12 20 13 -15 -16 22 -18 27 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.1484387264523186e-05 0.0028458425322961363 -0.0007010150887754587 0.0011904419058586186 -0.0010917244846650723 0.0008699803780992351 0.00056656331182993358 -8.138550019258785e-05 0.000310165050269656 -0.00041186377481234162 -0.00024294732912769727 -0.00099585960614382717 -0.00036017193415507735 -0.0014640114174056236 -0.00065431833916818278 -0.00041844147985267103 0.0013123644966921584 -0.00082305698160173779 -0.00080447307418246301 -5.5409136155207556e-06 -0.0010809849817436262 0.00034108019481913056 -0.00058290842256776662 0.0020169938691088738 -0.00055398810710217072 0.00095193447396269134 0.0012106884455405211 0.001129307952537848 0.00019240003092700449 8.1181781013681104e-05 0.00019715753586201722
leaf_count=3682 180 23386 855 14396 7303 10000 26706 6604 9462 1885 26708 29196 18127 35584 15099 2681 16580 5849 8347 9696 5488 3576 1436 33946 1632 8081 3346 21270 8595 2235
internal_value=0 -0.101826 -0.145284 -0.0681956 0.0130115 -0.0182113 -0.156005 0.288885 0.080449 0.131468 -0.353495 -0.238725 -0.44983 -0.457574 -0.379835 0.432097 -0.592401 0.0736582 -0.273019 -0.289867 -0.128689 0.0103184 0.58146 -0.232933 -0.00784697 0.473945 0.289136 0.00789881 -0.136559 0.431084
internal_count=361931 291460 266171 186619 122440 115137 51724 25289 63413 53951 79552 64179 70471 70291 29495 8237 34707 45714 52844 51989 34684 10180 6352 42293 28338 15109 7028 35714 14444 4916
shrinkage=0.00189813


Tree=94
num_leaves=31
num_cat=0
split_feature=67 1097 194 188 785 131 941 1361 547 884 785 497 728 1469 119 263 181 545 1287 785 1022 1430 727 21 1455 1298 1458 1469 471 852
split_gain=1276.16 802.636 552.128 472.657 448.404 385.191 333.187 315.035 286.244 271.493 256.198 243.628 219.844 186.194 185.261 207.994 180.679 177.692 175.578 152.278 150.761 233.504 145.167 143.563 141.717 122.839 121.207 112.101 109.618 108.313
threshold=1.0000000180025095e-35 -0.64966988391888181 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.67630721506970115 1.9607587081991176 1.0000000180025095e-35 0.55489234843406188 1.0000000180025095e-35 -0.86283290253235112 1.8511096242798462 1.0000000180025095e-35 -0.91718728557267903 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.73000852908365432 1.1763035833334732 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 0.72809816964645935 0.60955665694886108 0.24391125146464598 -0.64966906157678339 1.0000000180025095e-35 -0.22706799479215015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 25 22 13 8 9 12 -1 -7 16 18 -4 15 -9 26 -5 20 -19 21 -6 -2 24 -16 -3 29 -21 -14 -12
right_child=4 2 5 17 6 10 -8 14 -10 -11 11 -13 28 -15 23 -17 -18 19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015918431121463472 0.000220494059120518 -0.0010848526342787193 5.4962800149183713e-05 -0.00077396862477015975 -0.00072660074067685729 0.00073727870176113028 0.00081137611500459118 -0.0014336482880920034 -0.00067685844023860297 -0.00081897022440183926 -0.00045493145795516467 0.00066779480923218081 -0.0006362621717980999 -0.00071030213987469061 -0.00028958757947117672 -0.00057597236016693231 -0.00061563491388735955 0.0007241335123761676 0.00054273506743792734 0.00016111459175962396 0.00016271987136008594 8.4368638835799733e-05 0.001086529530261121 -0.00063058515588114265 0.00082403253716877489 -0.00042295186421459558 0.0003473878305038714 -0.00042048955643020635 -6.8899926782945356e-05 2.5547899714426196e-05
leaf_count=16688 4317 30122 6222 9727 10351 6302 5528 9818 13331 20312 10661 5539 12975 20611 9915 11516 10114 2470 9229 7222 28113 11985 6414 20921 2167 5913 9236 15781 9848 18583
internal_value=0 -0.248633 -0.164022 -0.309308 0.0122218 -0.0627908 -0.0312278 -0.416714 -0.0605529 -0.584053 0.0209475 -0.0239607 -0.0188158 -0.2707 -0.317092 -0.481611 -0.0708214 -0.149226 0.0404597 -0.0654131 -0.0064589 -0.134147 0.379639 -0.22203 -0.0403457 -0.500837 -0.0124927 -0.120153 -0.198617 -0.074808
internal_count=361931 249840 158503 71235 112091 87268 101360 91337 95832 37000 60435 54133 82501 26833 54337 21334 48594 35200 59678 25473 50449 22336 10731 33003 12082 36035 38480 23003 22823 29244
shrinkage=0.00192674


Tree=95
num_leaves=31
num_cat=0
split_feature=272 785 728 871 1445 852 1469 727 21 1022 1430 819 821 1099 497 50 263 896 662 1367 784 589 710 547 1470 1022 815 1016 1085 21
split_gain=1438.25 1171.25 998.923 712.728 493.605 419.768 351.103 314.076 285.554 283.89 399.361 261.794 250.42 201.473 194.4 189.916 190.763 184.92 173.141 172.917 159.07 156.822 145.118 138.695 137.713 134.342 130.151 166.092 127.785 125.089
threshold=1.3643217266306855 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.76640973051476358 1.0747610123934368 -1.0234077568651669 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0305144854359449 0.98842746550066363 1.5729800777409018 1.0000000180025095e-35 1.0000000180025095e-35 -0.43454379769620094 -0.58271687606615485 1.0000000180025095e-35 0.9594655836162902 1.4824100882457953 0.44168008893566513 1.4078093546699517 0.068550307298219079 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 24 22 -2 10 19 15 -4 14 18 16 -10 -11 21 -8 -7 -14 -1 26 -3 28 27 -9 -6 -20
right_child=8 2 12 -5 25 20 9 23 11 17 -12 -13 13 -15 -16 -17 -18 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020819143447842507 0.0025294602213170535 0.00068994480571241991 -0.0008899523704913344 -0.00055683678061077915 -0.0009371797657825898 0.00030700045973843041 -0.0008995262850594024 1.5017587660690586e-05 -0.0011655967100583234 0.00028394677534141632 -5.5027333178714727e-05 -0.0012079019708383923 -0.0002374319682194763 -0.0010019746511224935 0.00030001017318296322 -0.00045495088148494805 -0.00059549564812710724 -0.00011232184291885403 0.0028379777854925918 -7.7689487885749563e-05 0.00096620728840133283 0.00093122183160733105 -0.00064847422189905893 -0.00056387446742012693 0.00014523525081819877 -0.00020862666468396957 0.0010340461208774641 0.00094375361474596331 -0.00034115373767989847 -0.00056861406557977777
leaf_count=7925 208 6662 23055 35456 8222 11947 13465 3459 14386 17236 21569 12342 8221 7266 3530 27671 14299 28584 82 3299 4365 1346 2471 748 11415 17966 7483 3227 8052 35974
internal_value=0 -0.117171 -0.15993 -0.0840279 -0.0277317 0.0300573 -0.0182709 0.269417 -0.461767 -0.0733746 -0.205953 -0.47118 -0.366214 -0.29395 -0.247837 -0.411166 -0.540979 0.0269805 -0.287517 -0.460268 0.313683 -0.0396116 0.016409 0.445333 0.225243 -0.248858 0.486709 0.297154 -0.393977 -0.355808
internal_count=361931 293025 267712 188238 152782 118542 102230 25313 68906 84153 38333 68698 79474 56419 49153 56356 28685 45820 45623 16764 16312 9567 10396 14917 18077 34240 14169 6686 16274 36056
shrinkage=0.00156641


Tree=96
num_leaves=31
num_cat=0
split_feature=617 1423 785 728 1431 1469 1436 1430 727 598 1470 131 21 388 872 481 395 401 194 1442 872 1030 859 706 43 789 470 533 21 1469
split_gain=1254.5 1022.41 831.84 857.199 471.594 333.792 286.068 360.904 258.856 230.898 225.848 222.164 199.58 188.581 176.604 176.345 162.556 167.792 156.178 152.444 139.439 136.912 131.81 121.04 117.973 116.894 114.921 163.663 111.385 111.373
threshold=1.6614250791469047 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.88964864486721928 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.068550307298219079 -0.37314326152536875 -3.2545899522946695 1.0000000180025095e-35 3.0757328524286596 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.58307762070518543 -0.962738934255707 0.85297537480346686 0.56670278469791524 -0.54135187694831066 0.31149786735059087 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 -1.2083100587446829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 10 7 -7 23 18 -4 28 -2 19 22 24 17 -14 20 -13 -6 -21 25 -1 29 -8 27 -10 -3 -5
right_child=12 11 3 15 9 6 14 -9 26 -11 -12 13 16 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00060112885167889834 0.0033501962078271896 0.0043541338982161981 0.0010149437840993678 0.00023983641259785906 -0.00048339195991724509 -0.00089167339098047505 0.00063591341546129936 4.351757743317156e-05 -2.2374003066396339e-05 -0.00075015540655995971 0.00021519606243940035 -0.001018528628988247 -0.0018482320479218037 -0.0011015725342027364 0.0021269652755228335 -0.00033648302486331729 -0.00081962953872382368 -0.0010254440121785459 0.00029930943654580871 -5.754782770652296e-05 0.00028479766572385738 -0.0010004073662603329 -9.302219956876943e-06 0.0004068793343363671 -0.0013328159562686832 -0.0004801820086422647 0.0013514352871062528 0.0012902505799984323 -0.001143859414154079 -0.00078901147774329691
leaf_count=3138 147 56 9932 2343 24036 14674 12230 18539 3404 21120 16084 6391 13090 10460 718 22432 20716 12202 9142 17598 5475 3895 28181 6255 9288 1926 7053 2971 24730 33705
internal_value=0 -0.114041 -0.058103 -0.0976333 -0.0226423 0.0572758 -0.0103979 -0.155341 0.286349 -0.169033 0.246438 -0.35729 -0.506769 -0.261207 0.0923731 -0.306214 -0.517391 -0.647794 -0.0782996 -0.176008 -0.154495 -0.0981834 0.074789 0.0446296 -0.387223 0.225997 0.456623 0.273379 -0.521877 -0.332915
internal_count=361931 315776 252646 229825 162057 102284 76268 33213 22821 59773 26016 63130 46155 38344 43055 67768 46008 25292 38653 27884 29511 21493 42337 9393 45336 14156 13428 6375 24786 36048
shrinkage=0.00215683


Tree=97
num_leaves=31
num_cat=0
split_feature=785 548 728 125 188 712 1028 21 43 65 608 1309 941 608 671 1447 519 723 1470 1442 869 602 596 665 1307 1009 470 652 181 588
split_gain=2182.13 1452.32 1205.37 812.691 666.32 505.671 496.919 343.309 334.819 286.672 286.059 254.122 253.114 242.17 320.231 233.782 229.973 235.226 217.566 184.011 175.898 174.067 164.769 159.367 157.41 153.636 145.27 134.054 131.931 122.229
threshold=-0.86283290253235112 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.96688480048775205 -3.2545899522946695 1.0000000180025095e-35 1.3605314985471562 1.0000000180025095e-35 0.29878677988246938 1.9607587081991176 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -1.2126727935954851 -0.962738934255707 1.0000000180025095e-35 1.0000000180025095e-35 1.9758895415007218 0.85652824257920523 1.0485873544557924 1.0000000180025095e-35 1.0000000180025095e-35 -0.98896428961744431 1.0000000180025095e-35 0.71188872395471614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 18 -1 24 -3 12 13 21 20 16 14 -7 22 19 -18 -2 -8 26 -9 28 -20 -5 -12 -4 -21 -6 -19
right_child=1 7 11 6 15 9 8 10 -10 -11 25 -13 -14 -15 -16 -17 17 29 23 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00062048017519035893 -5.4165325428200454e-05 0.0021820390023098626 -0.00069490221343811902 -0.00017335103230070611 -0.00019926096965793114 -8.3450226531055967e-05 -0.00030943046566015721 -0.00106870440914755 -0.00025993635021617789 -0.00017569531827820047 -0.00042964159980438794 -0.00021332025528768053 0.00077512142611709878 0.00081536253697982414 0.00073845372892113973 0.00020344273030942073 -0.00032485111251774737 0.00050574155278492047 -0.00082912259875083597 0.00049312234622855464 -0.00082476612181180847 -0.00067738930555937839 0.0004967184040858151 -0.00033773521743768968 -0.00063673110522002418 -0.00083108045646800564 -0.00036247994083555966 8.3070472435082296e-05 -0.0006217051884939396 0.0012285491656286386
leaf_count=3225 3969 225 18776 18319 24564 5878 7145 20031 12916 3622 30347 14223 3970 11543 5291 9858 1819 5882 23956 5489 20952 18846 1773 6179 7510 9816 21592 35804 6757 1654
internal_value=0 -0.251334 -0.180374 -0.0951086 -0.256852 0.28464 0.0161863 -0.510269 0.0914695 0.363722 -0.51951 -0.408237 0.147618 0.439254 0.242907 -0.0998297 0.114678 0.378411 -0.487445 0.0601788 -0.469758 -0.661041 -0.183253 -0.5529 -0.230623 -0.400127 -0.389944 0.106797 -0.218604 0.515162
internal_count=361931 332372 253107 177564 77056 29559 100508 79265 74679 26334 79040 75543 61763 22712 11169 42952 57793 9355 34104 48438 61320 38877 33094 30135 25829 40163 40368 41293 31321 7536
shrinkage=0.00130287


Tree=98
num_leaves=31
num_cat=0
split_feature=785 519 1102 1097 727 727 470 941 728 188 62 1361 735 588 1022 1016 706 678 250 1458 1464 1229 1469 728 804 547 728 578 927 382
split_gain=1897.38 1148.98 1002.76 542.728 519.533 448.49 393.057 392.791 313.63 310.601 296.245 268.132 254.493 250.993 227.788 246.822 215.489 199.365 189.999 189.289 179.672 176.576 162.451 141.929 139.735 135.576 127.86 127.024 125.08 123.161
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.64966988391888181 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9607587081991176 1.0000000180025095e-35 1.0000000180025095e-35 -0.67845511463764618 1.0000000180025095e-35 2.2560756724538602 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 0.34708990927187483 1.0000000180025095e-35 1.8992776531617575 1.5993600128483978 1.0000000180025095e-35 -0.61819632934197222 -0.49008176997875957 0.45538871002063286 1.4078093546699517 -0.49008176997875957 -0.87905496296652397 1.0483613175537825 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 11 16 -3 9 8 12 26 -8 21 18 29 15 -6 -1 -12 20 23 -4 -2 -11 -13 -9 -16 -5 -18 -29 -7
right_child=1 5 7 6 14 13 10 24 -10 22 17 19 -14 -15 25 -17 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00098273916966409229 -0.0016690946381757532 -0.00072468069603673693 -0.00064124489098065884 -0.00090645517422901698 -0.00060538670716237387 0.00018979714751615591 -0.0010949651111814146 -0.00038093580134841243 -0.0010144162520527287 -0.00060048632671888958 -0.00079352694076342725 -0.00082852239966442411 9.8080252147637577e-05 0.00087300257123206827 0.00064835969115735156 0.00041571230196820412 0.00070710232424885415 -0.00040797578112542214 -0.0010552379085943585 -0.00035210314906721982 4.9990268479168226e-05 -0.0012405223549194892 -0.0010391212600005062 -0.0012133080240726139 0.00049021479714113998 -0.0008510497734528894 -0.0014096882820416573 -0.00053641720125957636 0.00071961766841227895 -0.0004608652639253323
leaf_count=5567 17563 9447 42783 5787 4211 5092 17243 3197 24107 10658 29284 10710 3700 2580 8458 3801 980 17634 9192 2783 3233 20997 22312 40967 2743 538 25961 5290 714 4399
internal_value=0 -0.586494 -0.618158 -0.691409 -0.0742684 -0.162429 -0.610311 -0.446234 -0.481566 -0.722992 -0.505566 -0.811268 -0.407939 0.0739143 0.150502 -0.0837294 -0.366882 -0.428291 -0.441557 -0.723213 -0.392591 -0.946408 -0.594049 -0.751574 0.0210842 0.368186 -0.873137 -0.147498 -0.253399 -0.0712213
internal_count=361931 332372 310854 221899 29559 21518 128879 88955 83015 64718 64161 93020 58908 12071 17008 8012 12551 46918 55208 54460 46016 38560 32970 51677 5940 8996 31748 6984 6004 9491
shrinkage=0.0015047


Tree=99
num_leaves=31
num_cat=0
split_feature=785 728 548 125 1378 727 595 50 1309 21 789 519 723 852 746 608 1445 1022 1016 125 706 803 1470 1423 921 43 750 395 1469 740
split_gain=2163.97 1549.23 1189.35 758.843 583.624 555.87 363.486 293.997 277.998 288.639 277.828 265.05 309.045 255.328 212.772 209.837 205.76 203.318 234.44 199.425 197.579 193.928 168.301 167.588 160.025 159.776 158.096 142.532 141.107 138.374
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.29878677988246938 -3.9164670491403295 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.3475299883120082 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 3.0813325700491205 -1.2836328422603671 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.50410767499078146 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 20 8 19 9 -3 11 16 -13 25 29 27 24 18 -7 22 -1 23 -2 26 -5 28 -9 -4 -6 -11
right_child=1 6 15 10 13 17 -8 21 -10 14 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00041557110491819213 -6.5501542624296335e-05 0.0019698334246361997 -0.00095606333628772038 7.6685962287329493e-05 0.00014244383591904819 -7.7697862580635932e-05 -0.00094282850798976684 -0.00013276935299595468 -0.00023510206300322246 -0.00099423141536183362 -0.00033205010986445675 -0.00033934591973312057 0.00076650306543015053 0.00037244263781302452 -0.00049900805315745761 -0.00043661989309040655 -0.00042241344526452746 0.00079004906001054712 0.00069507236094881644 -0.00033787569946140233 0.00016987322676044974 0.0010254544665410021 -0.00077598857124439339 -0.00052531665535948441 0.00059646409853714817 -0.00046788676535316511 -0.00061369100101178514 -0.00056821302505410596 -0.00017581852788326976 -0.00063933601112642661
leaf_count=5567 2243 199 13990 20208 12897 4211 20323 33258 13914 14425 6580 1749 6272 6859 34363 28206 4138 8996 3801 16769 6984 584 20680 11678 3559 6299 4735 12677 19056 16711
internal_value=0 -0.289848 -0.203441 -0.128842 -0.205121 0.244199 -0.513894 -0.302267 -0.452242 -0.511865 0.0899612 0.154872 0.450874 -0.0269215 -0.521062 -0.479503 0.0651056 0.460875 0.244598 -0.438978 -0.0618629 -0.203705 -0.575375 -0.218266 0.13005 -0.0910974 -0.15609 -0.623098 -0.036879 -0.654676
internal_count=361931 332372 232437 177564 135058 29559 99935 89947 79612 65698 42506 35926 8021 45111 65499 54873 27905 17008 8012 39692 12551 50255 22923 49671 23767 38252 37993 26667 31953 31136
shrinkage=0.00121094


Tree=100
num_leaves=31
num_cat=0
split_feature=545 959 785 332 188 540 602 539 1223 728 728 194 596 884 1154 1469 1367 1292 888 595 1453 921 1466 789 1459 678 43 783 1306 1436
split_gain=1277.94 939.971 798.745 644.829 613.449 359.506 320.886 314.724 273.21 250.665 247.439 226.225 216.632 206.748 247.942 182.17 180.865 176.83 173.905 172.352 170.246 157.75 155.449 152.133 148.684 147.582 144.031 131.382 131.297 120.827
threshold=-1.0372938969678034 -0.98621059485438678 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.49008176997875957 1.5271592296785539 1.9758895415007218 1.0000000180025095e-35 1.0000000180025095e-35 -0.63393269545937792 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3493607039916962 1.0525743831388839 0.4908310215996638 1.1248358748350926 0.6997810996132513 2.9016603484412591 1.0000000180025095e-35 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 9 4 10 19 7 -1 16 -3 -4 18 15 14 -11 -6 -2 29 21 23 24 26 -10 -5 -8 -13 -7 -23 -17 -12
right_child=1 2 3 5 12 11 20 -9 22 13 17 25 -14 -15 -16 28 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019909230537704338 -0.0020031332205732964 -0.00086763574101986305 -0.00014602179024320418 -7.2732895067436883e-05 0.00013995195652440854 0.00016231803955365053 -0.00094733210836409109 -0.00098195225169761318 -0.00080129307315333421 -0.00032766971932563264 -0.0019489304388450902 0.00090201002634302386 0.001002109472595814 0.0012263624955394313 0.0010788175532317438 -0.00035609677797947899 -0.00099796825988720888 -0.00081189297123239414 -0.00076112838173080313 -0.0010785177776005733 0.00018602281978008088 0.00047963245337730306 9.5128362676814607e-05 -0.00097481673618939936 -0.00018496794545271728 -0.0013079633618456514 -0.00057496984606972377 0.0021034600964225871 -0.0011609353233510214 -0.0011288889442985623
leaf_count=17846 9212 2326 6554 23065 14302 35691 41803 22350 23247 5610 12581 10296 2890 11130 4860 23236 12662 15515 5403 7854 4472 4839 5978 5346 7588 676 7300 1228 6516 9555
internal_value=0 -0.114835 -0.0606299 -0.105659 -0.238007 -0.00361437 -0.40579 -0.565959 -0.379805 0.265856 -0.433739 0.0786119 -0.0872302 0.326724 0.136835 -0.123949 -0.573051 -0.507035 0.0262378 -0.165791 -0.303688 0.0608667 -0.252602 -0.0981922 -0.341 0.320066 0.0191719 0.344325 -0.215456 -0.644121
internal_count=361931 267872 216773 192847 91149 101698 94059 40196 51099 23926 44205 65433 46944 21600 10470 44054 21874 37651 54461 36265 53863 49058 29225 28411 49391 10972 42991 6067 29752 22136
shrinkage=0.00241336


Tree=101
num_leaves=31
num_cat=0
split_feature=785 728 548 125 188 712 1028 595 1298 1361 921 529 519 470 852 783 1470 681 1309 1238 21 705 652 21 395 1307 476 665 1458 612
split_gain=1969.62 1391.84 1076.16 711.502 602.821 466.744 447.519 333.697 298.294 387.072 293.819 276.857 261.107 247.775 221.834 211.216 208.525 203.054 197.455 193.507 178.873 176.985 174.558 166.13 165.802 163.227 157.575 153.716 148.929 143.79
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76023255802283574 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.96688480048775205 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -0.22706799479215015 1.1155635910225459 -1.2126727935954851 1.0000000180025095e-35 0.81883784246325297 0.75346069109806069 -3.9164670491403295 0.32046342343737316 -0.98896428961744431 1.0000000180025095e-35 1.0000000180025095e-35 1.0485873544557924 -0.70335058585943822 0.85652824257920523 0.20667703603638712 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 16 -1 25 11 9 -7 12 18 17 24 -6 -12 -2 22 20 -16 -3 -14 -8 -10 -4 -5 -15 -18 -24 -22
right_child=1 7 13 6 14 8 10 -9 23 -11 15 -13 21 26 19 -17 27 -19 -20 -21 29 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00074942834936168987 -5.070583636164686e-05 0.0028110896691006079 -0.0011488822293065956 -0.00020982125703829951 -0.00044969449494028808 -0.00037993646864162815 0.00046131957024625003 -0.0011423468992213361 0.00043158995607234837 0.00066407429040415435 0.00034356603804975037 -0.00091453070003090747 -7.3598894242007912e-05 -0.00068536260639606391 0.00014904460953953539 0.0013358203851495396 -0.00098422428858998016 -0.00062986655266360084 -3.4553733316869555e-05 -0.00052255334666064229 -0.00053656409797060592 0.00073976199543679671 -0.00017283818232521312 0.0010634977093063613 -0.00064200546454743228 -0.00078978325745731974 -0.00023949786080832929 -0.00039484695610046873 0.00023466515798151221 -0.0011131278701714544
leaf_count=3225 3735 113 15973 17469 16394 5918 6461 20323 6192 6249 7658 28774 3563 17443 19381 2256 22647 5161 7323 5416 37708 6481 29228 7975 14422 7044 14916 5924 10865 5694
internal_value=0 -0.26122 -0.179308 -0.101529 -0.256204 0.249089 0.00457581 -0.475728 0.325529 0.108955 0.0770573 -0.416566 0.0271643 -0.420676 -0.10471 0.37521 -0.48179 -0.029461 -0.325393 0.00953967 -0.381526 0.299686 0.00919838 0.50749 -0.568193 -0.235538 -0.300447 -0.54729 -0.0386977 -0.389884
internal_count=361931 332372 232437 169683 73497 29559 96186 99935 26334 12167 71673 79612 61759 62754 41191 9914 32306 51715 50838 24797 43515 10044 46554 14167 30395 24513 32359 28571 40093 43402
shrinkage=0.0015576


Tree=102
num_leaves=31
num_cat=0
split_feature=1309 545 1022 1361 800 131 21 257 785 134 263 1436 181 959 888 869 1469 705 1459 1459 131 341 1354 921 785 1028 1463 1459 1469 785
split_gain=1247.06 829.738 573.871 486.675 485.67 400.907 330.13 330.029 286.564 258.234 243.658 230.445 213.818 204.753 204.724 197.317 189.638 172.856 170.385 169.677 167.172 157.898 121.148 118.281 136.747 116.661 116.557 116.262 112.782 107.562
threshold=1.0000000180025095e-35 -0.42272316119950532 1.0000000180025095e-35 1.0000000180025095e-35 -0.57812715656594349 -0.37314326152536875 -3.2545899522946695 1.0000000180025095e-35 -0.86283290253235112 -0.3949157635235564 1.0000000180025095e-35 1.0000000180025095e-35 2.2660174815480416 -1.2907225086880219 1.0000000180025095e-35 -0.57653763495970078 -1.2673214316849539 1.0870985732619181 0.48248050583051222 0.42092846839687775 -0.37314326152536875 1.3462168560862613 1.0000000180025095e-35 1.0525743831388839 -0.86283290253235112 -0.66275050977156291 0.49140614438290092 0.73871680408646412 -1.1256941366283033 -0.38035204659413802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 11 21 22 -1 10 -7 15 -8 16 13 -10 19 -6 -3 27 26 -9 -5 23 -4 24 -2 -13 -17 -15 -11 -22
right_child=4 2 5 20 9 8 7 14 12 28 -12 25 -14 17 -16 18 -18 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0029558944688991224 0.0008812020010300481 0.00022189860340802734 -0.00045544095671526868 -0.00077500423107906727 0.0005307931953643858 0.0008769371450149903 -0.0017550507705627468 -0.00074882623194463805 -0.00085101631611337648 0.00013878042379886934 -0.00098146447415282381 -0.0015131850044719328 -0.0013332977991915721 -0.00013911127876501203 -0.0014010327006688534 -0.00038398656441008389 -0.0013869653361215681 0.00065488947208650733 0.00038703654325676791 -7.274223779778136e-05 0.00019643675611201417 -0.00056298386280401332 -0.0012139179754006228 0.0013787348008755256 0.00014420666062665605 -0.00019027155884870952 0.00024080224627472699 0.00052853979882640332 -0.00063357199710109709 -0.00038449981658412769
leaf_count=334 8671 1529 17712 11969 10458 6433 19571 34428 5446 4296 23280 2051 2756 31177 8489 28870 27645 7622 9501 9897 10761 2343 6108 3103 9247 7003 6863 5485 24690 14193
internal_value=0 -0.259462 -0.172103 -0.308946 0.000177804 -0.0606726 -0.424478 -0.433806 0.0230538 -0.0727854 -0.588116 -0.487517 -0.0267541 0.000516771 -0.325896 0.00371643 -0.587906 0.0414115 -0.0543276 -0.270135 -0.147597 0.244358 -0.291507 0.294531 0.232779 -0.201215 -0.118693 -0.0161911 -0.233613 -0.0565003
internal_count=361931 253889 157890 75151 108042 82739 95999 95665 58919 84678 42851 38228 52486 49730 52814 55692 29174 44284 45234 44325 36923 23364 23820 21021 17918 9054 35733 36662 28986 24954
shrinkage=0.00218679


Tree=103
num_leaves=31
num_cat=0
split_feature=785 728 1445 519 871 784 727 921 1469 595 723 476 1367 1430 529 1022 1016 710 21 21 1309 1470 269 588 612 727 962 578 539 533
split_gain=1794.83 1379.69 1046.93 723.928 648.055 493.63 459.25 386.398 383.462 338.462 305.082 278.743 288.767 396.223 271.448 251.225 215.51 200.974 188.505 186.231 193.422 176.87 166.772 161.084 146.246 140.679 136.617 136.224 129.172 196.967
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 2.1420547332082829 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0525743831388839 -0.88964864486721928 1.0000000180025095e-35 1.0000000180025095e-35 -0.70335058585943822 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.44168008893566513 1.0000000180025095e-35 -3.9164670491403295 0.81883784246325297 0.10008810670483333 -0.36806838854686125 0.71188872395471614 1.0000000180025095e-35 -1.5722412400100421 0.49114601774772187 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 8 17 -7 21 14 -5 -10 13 -13 19 16 -4 27 26 -3 24 -2 -17 -12 -21 -9 -8 -1 29 -20
right_child=1 9 15 10 -6 7 18 25 11 -11 23 12 -14 -15 -16 22 -18 -19 28 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066748274571319362 0.00028933189871730976 0.0019899986289486802 -0.00077397782932009287 -0.00024815928843004755 -0.00042781767108355281 4.0916771327798303e-05 0.0003510172791123274 -0.00016611764625425426 -0.00042295053729283415 -0.00075145399079326787 0.0003691204865003313 -0.000593972838294626 -1.3802848354510516e-05 -8.1244988310804435e-05 -0.00059622687668353744 -0.00047203415720143359 -0.0003947358791751596 -0.00049104414563151222 2.1262375161183011e-05 -0.00034571907049290809 -2.5564849997929932e-05 -6.1104111967888997e-05 -0.00016170023349527192 0.00095602658828280041 -0.00073204271973328092 0.00076816334530823349 -0.00029376160151563555 -1.6318995392917932e-06 0.00082460485247236933 0.0007957742041573416
leaf_count=1250 9459 113 15375 2735 29707 19789 5209 757 21954 20323 7421 12507 31231 14090 28774 14279 14591 3309 2589 37708 7323 15066 17001 2120 5694 4355 1684 7992 5246 2280
internal_value=0 -0.253848 -0.172145 -0.0952176 -0.133738 -0.0755396 0.235007 0.169246 -0.136962 -0.46817 0.340467 -0.205588 -0.13688 -0.294284 -0.408367 -0.410721 -0.556336 -0.0429447 0.434032 -0.31785 -0.325039 0.0759397 -0.286679 0.49032 -0.381091 0.622025 0.192465 0.0910285 0.595336 0.37705
internal_count=361931 332372 232437 171191 158915 129208 29559 24901 104307 99935 12276 79782 57828 26597 79612 61246 29966 12551 17008 50838 50725 24525 31280 9541 43402 5112 6893 9242 10115 4869
shrinkage=0.00103161


Tree=104
num_leaves=31
num_cat=0
split_feature=785 341 728 871 125 727 803 21 50 470 464 194 595 1447 890 706 1309 789 341 819 1470 519 269 869 21 1193 50 470 746 890
split_gain=2657.14 1619.67 1330.07 864.126 693.17 581.248 499.769 407.247 405.75 350.383 350.095 317.987 270.867 268.21 252.271 239.997 234.373 232.937 227.133 226.852 210.722 186.574 183.322 182.856 173.692 171.083 155.325 231.507 152.084 141.972
threshold=-0.86283290253235112 0.76477020397632989 1.0000000180025095e-35 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 1.9682860324222273 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.74484333252909696 -1.3230736206490437 0.62672487627420737 0.29878677988246938 1.1248358748350926 1.3462168560862613 1.0000000180025095e-35 -1.2126727935954851 2.1420547332082829 -0.36806838854686125 1.0000000180025095e-35 -3.9164670491403295 4.2386806022684906 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3230736206490437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 15 8 -3 11 10 -9 20 16 23 -6 -1 24 21 26 22 -2 -16 -11 -10 -4 -14 27 -7 -26 -13
right_child=1 7 12 -5 14 18 -8 9 13 19 -12 29 25 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00034719623401911146 -4.5918761983855951e-06 0.0015434068713608227 0.0017520328981253631 -0.00045376767761585199 -0.00022313325770241511 2.5592725699458295e-05 0.00037168828772594171 -0.00092224855046764561 -6.1201397397011727e-05 -0.00050452859220738661 -0.00052774646020243448 -0.00057340796024011665 -0.00079127357756912534 0.00019573797991776252 0.00022144568763418065 0.0001954501028248736 -0.00015983063352744824 -0.00015882261724310106 -5.290944209102786e-05 -0.00077348029054335533 -0.00059189004484373861 0.00063361971391959681 -0.00021123728042614151 -0.00032753916054309684 -0.00062910112612932039 0.0016985931512960941 0.00078774438439158209 0.0007017033939945511 -0.00038470623643486644 -7.6822978251989211e-05
leaf_count=5567 2984 307 113 31106 5909 3326 6239 22857 29602 22545 21312 3014 13050 10194 18970 6984 11706 4761 2298 8213 21735 4817 15088 16343 21991 105 7354 4030 24747 14664
internal_value=0 -0.306884 -0.224465 -0.133496 -0.0701326 0.281631 -0.153048 -0.549737 -0.189156 -0.559378 -0.700984 -0.342382 -0.466475 -0.0833744 0.159095 -0.030769 -0.408417 0.228084 0.501159 -0.438136 -0.503473 0.302239 -0.373419 -0.149249 -0.476338 -0.74914 0.583684 0.392141 -0.483689 -0.14931
internal_count=361931 332372 242050 170338 139232 29559 104775 90322 98536 90015 44169 42397 71712 56139 34457 12551 58557 28548 17008 45846 24719 23787 37633 45945 46851 13155 14710 7356 46738 17678
shrinkage=0.00102183


Tree=105
num_leaves=31
num_cat=0
split_feature=785 67 263 257 1097 727 728 678 1011 519 21 497 889 1307 21 1423 734 736 539 533 728 962 1458 21 1079 519 332 671 1097 1154
split_gain=2058.93 1210.05 790.394 588.727 553.736 529.915 435.842 388.768 329.768 273.892 227.084 224.441 215.479 215.317 193.046 187.345 184.611 168.91 165.829 234.503 155.744 155.444 154.754 159.287 153.476 153.381 150.669 176.51 150.191 138.026
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.64966988391888181 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 1.3326183996331451 2.1420547332082829 1.0000000180025095e-35 1.8511096242798462 1.0000000180025095e-35 1.0485873544557924 -2.9709283393608152 1.0000000180025095e-35 1.968508212070009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.49114601774772187 1.9740088896168135 -3.2545899522946695 0.85386604821755141 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.95342879297703587 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 28 22 12 8 11 9 13 21 15 29 16 -5 20 26 -16 19 -12 -6 -7 23 -4 -10 -9 27 -3 -2 -1
right_child=1 6 4 14 7 10 -8 25 24 -11 18 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00056404194500496538 -0.0016101735851066178 -0.0010203514116785995 0.0016607219267288926 0.0018933895620479814 -0.00063369079231295094 9.1663816782674407e-05 -0.00088089303526395451 -0.00046239643364080155 -0.00021473481115468062 2.0459930958541381e-05 -0.00040828031450087143 -0.00025450796667392478 -0.0009534767958069997 -0.00097402962877148795 -0.00081242407248321264 -0.0011785810871681773 0.00013038110838221658 -0.0011277904613372261 0.00085215065237885209 0.00079122823784912488 -0.0010168416412880223 -0.00087019151702821958 -0.00032046552814122409 -0.0010921772077455124 0.00055699506705553269 0.00017665607443047502 -0.00042234319965221598 -0.00052274784677668908 -0.0012592385809411506 0.00015478214063339261
leaf_count=4079 15734 9940 133 149 23393 5209 28611 21423 7267 5443 2589 4983 4844 10273 31938 10994 2777 23042 5246 2280 12449 1684 2104 44028 2364 3024 22665 12020 37618 3628
internal_value=0 -0.586747 -0.667682 -0.796177 -0.56271 -0.0550021 -0.412539 -0.464189 -0.33588 -0.387265 0.170603 -0.560936 -0.350202 -0.426963 -0.657469 -0.603665 -0.374005 -0.664311 0.356201 0.10335 -0.537229 -0.100686 -0.736983 -0.762987 -0.0136168 -0.269154 -0.404511 -0.520479 -0.957271 -0.15628
internal_count=361931 332372 231012 108481 122531 29559 101360 76266 72749 63118 17008 51819 12551 57675 55129 46836 47402 54980 10115 4869 35842 6893 46265 44161 9631 24447 44625 21960 53352 7707
shrinkage=0.00141765


Tree=106
num_leaves=31
num_cat=0
split_feature=785 728 617 519 803 727 181 1458 852 727 1149 1091 1430 595 21 529 21 588 706 819 338 391 638 539 533 666 962 1238 727 930
split_gain=1780 1183.98 919.288 635.738 568.67 518.916 480.621 377.592 333.675 286.781 273.88 261.58 255.084 243.935 236.41 224.868 218.454 211.121 209.886 193.939 192.63 184.847 171.771 163.478 234.437 162.564 147.498 144.079 134.652 134.677
threshold=-0.86283290253235112 1.0000000180025095e-35 0.7811836417470871 2.1420547332082829 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.8460070869938618 -0.22706799479215015 1.0000000180025095e-35 1.3094460619852766 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 0.62672487627420737 1.0000000180025095e-35 -0.98257908251360637 1.0000000180025095e-35 -1.9689564536147179 1.0000000180025095e-35 1.0000000180025095e-35 0.45873907618427312 0.49114601774772187 -0.6968354641114346 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 18 7 8 28 -5 11 12 -10 14 -3 22 26 -11 -1 21 -13 -4 -16 24 -18 -6 -7 -24 -2 -30
right_child=1 13 19 9 25 16 -8 -9 10 17 -12 20 -14 -15 15 -17 23 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00087496315499119683 -0.00056154314528320491 0.001589307218145325 -0.00073481422179270646 -0.00078067902188905225 -0.00028596413037255437 4.5733998288329189e-05 -0.00097018070206116166 1.185547637157756e-05 -0.001025141974028438 -6.1762227946628569e-05 -0.00012225202772180816 -0.000808186798467743 -0.00054480224977833771 -0.0012890304926963516 0.0009232430207970528 -0.0011534505745386175 -0.00042528341357896756 0.00076555230901594995 -0.00021379964936866597 -0.0012754300708831177 -0.00032487925453251988 -0.0010550719558575482 -0.00071751440053916535 0.00075379009985827394 0.0007019574296252732 0.00039826612727619114 -0.00083266914796596096 -0.0010003711265795297 -0.001097542384275448 -0.00075662741251244549
leaf_count=5567 11053 200 26455 2623 5607 5209 28554 6044 14062 7117 9279 6956 15962 20323 317 28687 2589 2514 6984 11389 24621 24169 22483 5246 2280 3456 1684 27925 13066 19510
internal_value=0 -0.58316 -0.508589 -0.437318 -0.471083 -0.0860502 -0.500561 -0.448379 -0.473896 -0.0246135 -0.39329 -0.440711 -0.573342 -0.768882 -0.720314 -0.726528 0.139372 0.122437 -0.378707 -0.720045 -0.321757 -0.668277 -0.647951 0.323268 0.071111 -0.0136325 -0.127979 -0.657924 -0.608975 -0.672633
internal_count=361931 332372 232437 170424 158170 29559 149107 120553 114509 12254 70880 61601 30024 99935 79612 79412 17008 9631 12551 62013 31577 50624 50725 10115 4869 9063 6893 50408 43629 32576
shrinkage=0.0013235


Tree=107
num_leaves=31
num_cat=0
split_feature=964 1028 677 800 200 1361 602 1022 125 785 497 50 257 705 1457 609 885 652 56 785 728 1470 728 781 478 728 859 21 802 547
split_gain=1278.56 830.216 586.025 547.755 381.057 377.284 358.765 344.584 295.402 290.129 270.748 219.061 214.222 190.015 187.622 180.381 172.24 163.407 161.73 156.554 173.219 127.148 125.004 122.967 121.084 110.676 110.383 109.897 107.993 107.614
threshold=1.0000000180025095e-35 -0.35861621905537377 1.0000000180025095e-35 -0.57812715656594349 -0.97734522064874174 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.8511096242798462 1.0000000180025095e-35 1.0000000180025095e-35 0.20482571927389429 1.4942246234200935 1.0000000180025095e-35 0.35018306414905159 -0.55024281929118113 1.0000000180025095e-35 -0.86283290253235112 -0.49008176997875957 -1.2126727935954851 -0.90320472132347296 1.0000000180025095e-35 2.2403807688518929 -0.49008176997875957 -0.54135187694831066 -3.9164670491403295 1.0000000180025095e-35 0.55489234843406188
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 13 -4 7 17 27 12 25 16 18 21 -2 22 -10 28 -3 -7 -8 -21 -5 -13 -15 26 -6 -17 -1 -11 -14
right_child=3 2 4 8 9 11 19 -9 15 10 -12 14 29 23 -16 24 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028850479791190922 2.2212139959233049e-05 -0.00060487247363883345 -0.00074448772933697791 0.00020175193185524557 -0.00079484924224329002 -0.0013849416813841477 0.00046526407449849365 -0.0008516497088641191 -0.0003482902237479722 -0.00029703938753311186 0.00059679677294613171 -0.00016279807935639398 -0.00015682700968391861 0.00089179721108549148 0.00037061517999467463 0.0004962208957479731 5.400926112438083e-05 -0.0011917904797164014 -0.00070360257175126873 0.00014351839536856398 -0.00062376559328219743 -0.00097914464459562551 -0.0007018301351160508 7.8948821679728236e-05 -0.0011618631745789526 0.0008648446546257125 1.1778767405497463e-05 -0.0016220546459349682 -0.00087677008302718671 -0.0010276674045237881
leaf_count=68 10231 12766 14631 1584 630 11026 2634 25682 18041 22972 5806 8525 18571 10156 3388 9355 17570 22578 14148 5453 22568 15411 28975 3418 1129 5649 18646 21293 6456 2571
internal_value=0 -0.304053 -0.202768 -0.0434745 -0.0863073 -0.444574 -0.351209 -0.601001 -0.120228 -0.0197696 -0.0678462 -0.345862 -0.258456 0.213187 -0.255644 -0.0203861 -0.119484 -0.506181 -0.507951 -0.195871 -0.24387 -0.446344 -0.299094 0.360425 0.0697452 0.368037 0.0922596 -0.832609 -0.215252 -0.131441
internal_count=361931 252818 139713 109113 73714 113105 65999 47043 85308 59083 52804 66062 38137 23805 40888 47171 46998 35344 25174 30655 28021 16995 37500 13574 29130 6279 28001 21361 29428 21142
shrinkage=0.00191979


Tree=108
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 50 727 125 595 476 852 529 705 1022 1016 1470 1469 889 1022 1016 638 21 1238 516 269 1030 519 644 1154 1466 1193
split_gain=1809.94 1302.89 1046.33 737.529 609.372 459.858 359.496 337.891 324.355 284.756 268.099 246.097 235.62 211.836 202.433 196.306 195.939 194.769 224.488 188.187 179.003 174.49 157.719 156.06 148.054 143.987 133.54 125.056 124.676 122.965
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0099296266851885 1.0747610123934368 1.0000000180025095e-35 0.62883063453998334 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 -0.96833047545424733 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.9689564536147179 -3.9164670491403295 -0.6968354641114346 1.0000000180025095e-35 -0.36806838854686125 0.56670278469791524 2.1420547332082829 -0.34929633066952553 1.0000000180025095e-35 2.0059357122245594 4.2386806022684906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 16 14 10 28 15 19 -5 13 -4 -2 -10 27 18 -7 -3 -21 -22 -8 -14 -17 -13 -16 -1 -6 -9
right_child=1 7 12 11 8 17 22 29 9 -11 -12 25 23 -15 26 24 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016605868504069641 -0.00011774597893723335 0.0012621086421844212 -0.0009482644757751866 -6.1778695743740198e-05 -0.00043704489218034874 -0.00014989239601178269 -0.00047220844275747083 -0.00094086807342385259 0.00019596844671224774 0.00037099028178667719 -0.00074090790587569408 0.0001854617436572938 -0.0006058567064778892 -0.00051400316747497211 -0.00053073366756231719 -0.0001168682007164018 -0.00048667246872498288 0.00070064743929504976 0.00060863267200017676 0.0021928509425641544 -0.00029531647799982554 -0.00059161902468517213 -9.038159760973454e-05 -0.00025817890567732103 -0.00052134582323241853 0.00066962554811995044 -0.00087723570537836582 0.00040630978605240198 0.00039149379865144649 0.0012092576567277109
leaf_count=4079 3984 317 15375 21301 19605 4211 10890 20167 9112 7614 28774 12050 14279 14591 13709 30690 4844 8996 3801 113 22483 27925 14449 17001 6403 4031 16294 3628 1059 156
internal_value=0 -0.30139 -0.222383 -0.145768 -0.218307 0.189994 -0.378023 -0.507388 -0.103743 -0.0278115 -0.448063 0.0869889 -0.458412 -0.597699 -0.528153 -0.0866366 -0.0872734 0.390537 0.1779 -0.358863 -0.37026 -0.377277 -0.205881 -0.339111 -0.150819 0.258494 -0.591446 0.0910393 -0.324012 -0.764038
internal_count=361931 332372 232437 171191 133809 29559 59326 99935 74483 53819 79612 37382 61246 29966 33987 46205 12551 17008 8012 50838 50521 50408 25339 31280 37093 16081 30003 7707 20664 20323
shrinkage=0.0012051


Tree=109
num_leaves=31
num_cat=0
split_feature=548 785 728 1445 125 50 758 1469 194 789 869 819 527 21 519 723 470 901 388 727 1047 464 921 597 1430 1436 789 578 662 1367
split_gain=1260.6 1003.4 883.648 597.107 533.885 406.041 321.93 268.195 264.599 248.417 224.503 212.82 211.295 173.805 173.579 252.433 168.393 166.548 166.128 165.639 163.833 155.914 140.669 138.648 129.772 193.896 136.372 124.686 124.531 124.299
threshold=1.3419342387057427 -0.86283290253235112 1.0000000180025095e-35 1.6380901172106308 0.58518330826110332 1.0000000180025095e-35 -0.43523778982368799 -0.96833047545424733 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 1.9849653232297506 -3.2545899522946695 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -1.3864818265177761 1.0000000180025095e-35 1.0000000180025095e-35 -0.76582100848259949 1.0000000180025095e-35 1.0525743831388839 2.2594581941160397 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.87905496296652397 -0.58271687606615485 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 8 29 -7 19 14 17 13 20 -2 22 -16 21 -4 28 -3 -9 -15 -6 -21 25 -22 -26 -8 -19 -1
right_child=11 2 10 -5 9 7 27 12 -10 -11 -12 -13 -14 16 15 -17 -18 18 -20 23 24 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00036958173810883524 0.0029687477406749527 -0.00030525981587181721 0.0011181685762023878 -0.00092820065224188508 6.6019109746242278e-05 0.00035330977385835571 0.00092967350121134294 -0.0007373328027624476 -0.00027225469211253453 -0.00050501813010962575 -0.0011117100484000753 -0.0014776588679264074 0.00071983164817225078 -0.0014842148771492365 -0.00056644183995569071 0.0011846672484443778 -0.00064553531662652722 -9.7979387852925305e-05 -0.001187802719771413 -0.0011097323723695562 -0.00099420619291964388 -0.00080650465876362675 0.00084045911474115689 0.00032576694807399118 8.2929961387571662e-05 -9.688460639167944e-05 -0.00074453503318049421 -0.00028485334008796208 -0.00066312087919268676 0.0010733003685573881
leaf_count=6455 147 7451 855 20955 22467 14155 1362 11827 22752 6232 26708 13539 3081 14773 1552 5758 28508 8347 9696 23542 7218 13504 3911 1135 22397 8627 3559 8818 33946 8654
internal_value=0 -0.157435 -0.196394 -0.124889 -0.0871596 -0.154217 0.204481 -0.0591375 -0.291548 0.101812 -0.388742 -0.479226 -0.121168 -0.422956 0.165476 0.418955 -0.430533 -0.310855 -0.327053 -0.425043 -0.151436 -0.559607 0.0922459 -0.513652 -0.0960367 -0.240663 -0.0136313 -0.0566059 -0.273156 0.382768
internal_count=361931 291460 266171 186619 165664 125744 25289 70864 54880 39920 79552 70471 56709 56932 33688 7310 56785 52844 51989 32128 53628 28277 26378 24677 41801 15845 25956 10180 42293 15109
shrinkage=0.00200564


Tree=110
num_leaves=31
num_cat=0
split_feature=134 785 728 871 784 815 1016 921 795 727 539 513 1309 464 1469 727 21 614 1436 662 547 819 885 590 727 1454 706 647 50 470
split_gain=1209.81 953.79 842.313 631.23 447.885 397.754 394.482 319.71 300.801 258.42 234.873 226.936 219.164 203.069 184.502 162.04 161.518 160.195 158.426 156.309 145.033 141.528 141.491 135.41 132.156 130.274 129.844 129.464 128.678 149.254
threshold=1.35321484427453 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0454229551509682 0.29878677988246938 1.0000000180025095e-35 -1.2909259808610625 -1.1275738623161491 -3.9164670491403295 -1.0625654336828987 1.0000000180025095e-35 -0.58271687606615485 1.4078093546699517 1.0000000180025095e-35 6.1053019920877674 0.58895901036483078 -1.5722412400100421 -0.2363894608792538 0.82104289547369691 -0.87782724458594241 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 6 14 -6 11 26 13 17 16 -2 -3 -13 -4 -7 22 23 28 -12 -16 -18 -9 -8 -1 -25 29 -11
right_child=10 2 12 -5 7 8 25 24 -10 20 21 15 -14 -15 18 -17 19 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00047135892856022709 -0.0015000486656218692 0.00064528168940718958 0.0026327105194482061 -0.00071389299862606264 8.9883061233417418e-05 -0.00046594766731699721 -0.00042757439703889803 -0.00029516046423872742 -0.00043198909058596915 -0.00012364241067780541 -0.000558266019908059 -0.00037720069038369868 -0.00028655193195661319 -0.000836006437406587 -0.0012284365668156706 0.0008423539502501906 -0.00063281739209498022 0.00011434557702828743 -0.00050089271314232152 -0.00094254649273176874 -0.00079584540030294129 -0.0012677689831961773 0.0026083543808042104 0.0014949560212990148 0.0012730523312523153 8.6321478658296121e-05 0.00034696138861600728 -0.00046661973641737574 0.0011551644683340111 0.00095204050206487418
leaf_count=5183 18369 1116 159 35594 23160 9696 15746 885 19864 3218 29286 1866 14426 16402 16707 7502 9462 29214 8283 52781 827 5801 128 980 4853 13305 5178 1157 6963 3820
internal_value=0 -0.148318 -0.186518 -0.116898 -0.0637804 -0.117173 -0.25088 0.153777 -0.0210868 0.205761 -0.46211 0.0607637 -0.376601 -0.598945 -0.449262 0.321085 -0.433112 -0.00704457 -0.490839 -0.439661 0.369726 -0.346749 -0.619306 -0.216575 0.547238 -0.0972757 -0.0237583 0.252308 0.415887 0.233023
internal_count=361931 292073 266884 187919 152325 123427 55285 28898 68142 25189 69858 48278 78965 34771 26234 9368 64539 38910 25118 64380 14828 35087 16835 11599 5738 29051 10361 2137 14001 7038
shrinkage=0.00191918


Tree=111
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 728 809 727 677 1376 885 728 734 202 852 1453 43 718 1459 150 1367 1361 1011 796 644 1455 733 578 791 1307
split_gain=1525.59 1115.08 870.219 683.516 428.113 377.181 373.142 358.29 348.84 317.245 295.055 265.194 229.841 194.281 174.436 174.082 165.896 164.886 149.936 146.805 144.393 196.229 137.473 137.368 136.061 133.059 131.803 131.629 129.393 128.815
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.77119633676297117 1.0000000180025095e-35 -0.49008176997875957 1.968508212070009 0.56345046278266753 -0.22706799479215015 1.257127198603895 1.0000000180025095e-35 -0.49030554980422836 0.6997810996132513 -0.83471688016631596 1.0000000180025095e-35 1.0000000180025095e-35 2.2221924123088783 -0.75739456769098112 -0.34929633066952553 0.72809816964645935 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 0.46775370675029004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 3 4 11 9 8 17 -1 12 -4 -3 14 16 -5 18 29 27 26 -12 21 -9 28 -21 -13 -10 -8 -2 -16 -6
right_child=1 2 10 5 13 -7 15 20 25 -11 19 24 -14 -15 22 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015889848237359539 0.0011393555298949958 -0.00033856601049780689 -0.0003174494588507048 -0.00036439969285768204 -3.6492141735422534e-05 -0.0006455643158818278 -0.00068580004392511439 -0.00025598122465974162 -0.00095790740833550216 -0.00061097777126502566 -0.00043203384776934709 -0.00091109057261018077 0.00087790329944568784 -0.0010991040139803712 -0.00011634115415753684 2.2933136569651593e-05 -0.00093392983163699127 -0.00096523904003796449 -0.00022966158016820486 0.00084777322751189378 0.0010394791238682529 0.00093179782430517365 0.0010196610372560765 0.00023326402020387203 -0.001387542500561084 -0.00016751280192357478 -0.0012119723405161194 -4.7543544550522867e-05 0.00041869913698463546 -0.00066447261630163781
leaf_count=19846 1286 7441 17228 17199 17381 29721 37560 3364 21280 15619 3496 20121 3395 6012 21233 5268 5603 2424 8370 5621 9276 3629 1794 20824 20786 3881 9952 7721 8132 6468
internal_value=0 -0.139316 -0.188265 -0.256188 -0.399227 -0.14565 -0.440099 0.217929 -0.599438 -0.0679169 0.040175 -0.539035 0.00213883 -0.236731 -0.0335786 -0.337949 -0.173043 -0.0399784 -0.373534 0.149668 0.398714 0.194105 0.0510075 0.195384 -0.612106 -0.442904 -0.420653 0.0695672 0.0178285 -0.103928
internal_count=361931 255774 228074 180905 83812 97093 106157 27700 45007 67372 47169 48348 51753 35464 48358 61150 29452 11431 55882 29941 16269 6993 31159 26445 40907 25161 47512 9007 29365 23849
shrinkage=0.00187319


Tree=112
num_leaves=31
num_cat=0
split_feature=785 728 548 125 188 1235 712 752 1147 1169 470 519 1022 1361 519 665 526 1470 723 67 1469 543 395 665 1100 1307 21 1469 545 1430
split_gain=2352.28 1529.86 1151.6 795.88 639.438 490.219 485.551 347.178 324.71 288.496 265.391 259.297 247.04 315.823 228.959 241.895 226.345 222.778 222.488 206.947 205.271 180.093 170.735 166.67 162.125 157.036 153.138 151.461 147.483 137.161
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76023255802283574 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 -0.63779424894106762 -0.76455979573956789 1.0000000180025095e-35 1.3563391952969075 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.9711918914178466 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 -0.82670318039759672 1.0000000180025095e-35 1.0000000180025095e-35 0.85652824257920523 1.6293515030253838 1.0485873544557924 -3.9164670491403295 -1.0470123060412753 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 17 25 -1 -3 14 12 22 19 13 -8 15 21 20 -2 -16 26 -6 27 -4 -19 28 -5 -9 -7 -12 -22
right_child=1 7 10 5 16 8 9 11 -10 -11 24 -13 -14 -15 18 -17 -18 23 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00064018679703490579 -4.3226047511531949e-05 -0.00094604690650093571 -0.0010518209309844338 -0.00016782068232437376 0.0003031043904902191 0.00047567037983764851 -0.00014351926259020695 0.0019894654106962896 -0.00028536573644524283 -0.00017938838548459444 -0.00049924541384988735 0.00011818593143676801 0.00087463870786101054 0.0007501673337855922 -0.00026619244858562964 0.00082729579543576112 -0.00059964392793631976 -0.0009085220372924025 0.00075050420146243824 -0.00037836125826419342 -0.00045989209156574738 -0.00044297299209779419 -0.00059248780468800085 -0.00035887084419916929 -0.00086288367621419179 -0.00064036333406355776 -0.00074823028931679612 5.6637543255428063e-05 -5.9981604379106813e-05 -3.4375687524554705e-05
leaf_count=3225 3735 33705 15973 15768 8375 7132 5154 127 12397 3710 16867 3845 11886 5584 1889 3035 7639 22647 7664 19935 9371 4563 14422 5924 6318 9029 42323 34709 9174 15806
internal_value=0 -0.267426 -0.181522 -0.101024 -0.264236 0.0112323 0.289178 -0.491285 0.0878156 0.366582 -0.430356 -0.406567 0.443215 0.237934 0.144319 0.090866 -0.108081 -0.49556 0.404106 -0.441411 -0.0413696 0.0555702 -0.582163 -0.56277 -0.305952 -0.237477 -0.527132 0.093408 -0.238578 -0.132199
internal_count=361931 332372 232437 169683 73497 96186 29559 99935 71389 26334 62754 66230 22624 10738 58992 49439 41191 32306 9553 62385 33552 46404 30395 28571 32359 24797 42450 41841 26041 25177
shrinkage=0.00139734


Tree=113
num_leaves=31
num_cat=0
split_feature=476 890 194 50 785 50 181 705 785 263 1376 652 1223 1085 1298 795 1229 602 728 1466 789 1030 1458 21 681 1238 1022 888 1354 1454
split_gain=1244.11 939.951 788.291 811.016 573.927 336.659 335.272 326.454 278.176 271.852 244.27 241.156 228.513 201.626 182.279 180.071 174.439 152.017 146.87 143.026 135.647 134.03 133.607 133.68 127.277 125.725 124.862 119.692 119.25 115.977
threshold=-1.0099296266851885 -1.0182342416987082 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.55630078546380823 2.2660174815480416 0.90721770011872871 -0.86283290253235112 1.0000000180025095e-35 -0.39507898286537607 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.29258408639884992 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.55448474501259393 2.1947927481295069 -0.28833227140160522 1.8460070869938618 -3.2545899522946695 1.0000000180025095e-35 -0.6968354641114346 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.4974816677026177
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 3 13 18 9 7 10 -5 17 20 -10 14 16 -2 26 -3 -1 -4 -14 21 -6 23 -11 -12 -13 -9 -25 -15 -7
right_child=1 2 4 8 6 29 -8 15 11 22 24 25 19 28 -16 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019664079315396864 -0.0020229730287842844 -0.0016720530547583441 -0.00062126082186626916 0.00085222531302300375 0.00029374491853054077 -0.00053397736075280939 -0.0014488812934154839 0.00023564182241915787 0.0002037279611309891 0.0038493596958516728 -0.00037079421511631357 -0.00019336254225120925 -0.00085496882937540668 -0.00043884732615814294 -0.00099918754417084588 0.00012794561510568657 -0.00085702452525388668 -0.0012062372974975676 0.0011084012552131425 4.1212402606342332e-05 -0.00096780010358559724 -0.00024167725621045924 0.00027055054358286035 -0.00087609176976780393 -0.001297272677455973 -0.00082778131933669064 0.0013021003668921031 -0.001687127786681436 -0.0015000733044135304 0.0019124118030198448
leaf_count=17073 8853 17265 1182 5374 28499 23960 4180 3579 16645 97 26581 13681 22132 15285 11886 13917 12311 15365 11974 5250 2688 15305 2144 31550 4218 15155 6022 5951 3393 416
internal_value=0 -0.12877 -0.0760759 -0.216226 0.0272455 -0.411774 -0.0213835 -0.000808305 -0.0487855 -0.491046 -0.0639017 -0.102035 -0.40375 -0.42589 -0.585415 0.192161 -0.544229 -0.655277 0.403874 -0.283169 0.0220748 0.047318 -0.379103 -0.409939 -0.204505 -0.215221 0.38906 -0.41791 -0.259789 -0.20384
internal_count=361931 265375 217254 99109 118145 96556 104989 100809 50855 72180 77291 45481 48121 48254 20739 23518 29576 32438 13156 27382 46492 43804 39742 37598 30799 28836 9601 37501 18678 24376
shrinkage=0.00238097


Tree=114
num_leaves=31
num_cat=0
split_feature=1169 181 785 728 341 872 746 1154 681 735 727 21 608 533 789 497 412 497 529 1436 872 705 1292 1469 1166 1367 1016 859 332 954
split_gain=1193.98 978.898 760.698 615.004 417.212 424.564 322.337 298.863 242.995 227.113 204.826 200.684 189.013 243.264 185.815 202.112 184.655 183.791 158.924 154.327 142.826 124.148 123.451 122.022 118.654 117.027 132.015 116.592 114.7 109.874
threshold=1.0643747975631468 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.3462168560862613 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.356718709411544 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.4974877722517597 1.0000000180025095e-35 1.7001250133015622 1.0000000180025095e-35 1.0000000180025095e-35 3.0757328524286596 0.28191752204954684 1.0000000180025095e-35 -1.2791237062730081 -0.64460186713261591 1.0000000180025095e-35 1.0000000180025095e-35 -0.54135187694831066 1.0000000180025095e-35 6.099786963134739
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 6 7 19 11 20 22 -2 13 -13 15 27 28 18 -5 23 -7 -17 -1 -4 -14 26 -12 -8 -3 -25
right_child=8 16 3 17 -6 9 14 -9 -10 -11 25 12 24 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0004248734970171787 0.0033782301479633428 -0.0013790370325414869 0.00058751780642949888 -0.00058625272630015999 -0.00074479572300942384 0.00020919565044673851 0.0004472460479484771 -0.00011759893385400886 -0.0015982515612706625 0.0014956519769492044 -0.00015482636456759443 -0.001701759044373319 -0.00089082522065008754 -0.00077868531289431039 -0.00047651313565623995 6.5723951217532781e-05 -0.00041879513837622488 0.00032217390122701482 -0.0011610375354486275 -0.00036427650358535752 0.0015089770234930999 0.0012916718569783868 0.00067729750948096088 -0.0014707058531062815 -0.0003168531959287465 0.0014441723053239255 0.0013053333177941136 -0.00010170962949114486 -0.00084033250166299419 0.0029765676510272259
leaf_count=4162 197 19759 712 37366 21557 18967 11234 22865 15349 3890 2640 15883 21059 16694 10402 2541 13228 3623 18851 6848 1779 4612 3958 12170 14308 6891 2390 26607 21276 113
internal_value=0 -0.12695 -0.0706068 -0.109513 -0.0427673 -0.00100267 -0.060513 -0.197853 -0.41919 0.224006 0.283767 -0.366054 -0.373667 -0.501633 0.0330868 0.086043 -0.385498 -0.294851 -0.327203 -0.396622 0.140621 0.372355 0.0530821 -0.543655 -0.272408 0.446441 0.226751 0.0280506 -0.459413 -0.600694
internal_count=361931 278441 224178 204137 144297 122740 98104 42708 83490 24636 20041 68141 67944 32577 55396 44994 54263 59840 56217 19843 20746 7153 8120 12995 35367 11921 5030 37841 41035 12283
shrinkage=0.00235646


Tree=115
num_leaves=31
num_cat=0
split_feature=785 67 263 257 1235 728 705 705 784 921 519 664 889 62 497 21 1469 736 1430 341 470 119 1229 1469 888 726 816 1466 1298 893
split_gain=1579.39 1268.37 815.199 684.795 550.949 409.472 403.626 373.012 320.694 250.482 226.839 215.144 199.795 197.003 193.306 188.976 186.15 183.121 180.778 163.219 156.171 183.776 146.748 143.682 134.778 132.63 125.205 122.781 120.915 119.297
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.64316232591501354 1.0000000180025095e-35 0.83440877527505686 0.28191752204954684 0.9594655836162902 1.0525743831388839 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.37712515092315846 2.2206245932530155 -2.9709283393608152 -0.48837130887337593 1.0000000180025095e-35 1.0000000180025095e-35 1.6369401821412268 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2319146079207914 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.69604103696988961 0.60955665694886108 1.0853848238542569
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 13 18 8 11 12 10 -10 16 19 -1 -2 -8 -5 -3 24 22 23 21 -9 -4 -6 27 -15 -7 -17 -27 -18
right_child=1 5 4 15 6 26 14 20 9 -11 -12 -13 -14 25 -16 17 29 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00020656179058001965 -0.0012505074050236824 5.8990346719771311e-05 -0.0011999971532598852 0.0023907746148922435 0.00036844966787143982 -0.00058830108612430946 5.8184049295991833e-05 -0.00012077614444764148 0.00017078004457571791 0.0010403714530908472 0.00045579688017017238 -0.0006840168109628718 -0.00050400567273708606 -0.00035116544881530997 0.00096051546323174604 -0.0003547836087046924 -0.00021284366434368574 -0.00070331786340355293 -0.00046169787404111147 -0.00069942948568569089 0.00084482662643048866 0.00072386293626980759 -0.00062733269583843774 -0.00022476653472983731 -0.0008540591002026397 -0.0010254515038360618 -0.00017905947446185554 0.00020935817574864763 -0.0004671084389111612 -0.0006939021349719655
leaf_count=8356 21125 20674 8065 149 3432 17215 16204 3907 11206 3127 5004 12241 5080 4728 1894 23705 26986 23042 27614 6024 8342 3874 10535 36522 4397 22946 11396 3836 4553 5752
internal_value=0 -0.254849 -0.343132 -0.484422 -0.234192 -0.0718583 -0.13514 0.206433 0.00242188 0.258077 -0.0635746 -0.219232 -0.0295245 -0.676729 0.110841 -0.329984 -0.103467 -0.337483 -0.42019 -0.160104 0.399275 0.207519 -0.588569 -0.11673 -0.238497 -0.571047 -0.287603 -0.187323 -0.632961 -0.198136
internal_count=361931 332372 231012 108481 122531 101360 76317 29559 72749 14333 58416 58219 13436 53352 18098 55129 53412 54980 46214 45978 16123 7781 18600 39954 31938 32227 28611 27541 27499 32738
shrinkage=0.00145705


Tree=116
num_leaves=31
num_cat=0
split_feature=1097 785 332 395 678 1100 1458 497 181 705 1423 527 1285 736 550 728 652 50 470 1449 872 928 791 878 406 407 597 1454 854 1223
split_gain=1451.32 1059.87 815.263 673.626 523.837 480.741 360.562 306.136 292.923 280.098 259.36 245.399 224.344 210.237 208.087 199.141 155.346 147.472 171.179 144.71 143.746 140.665 139.349 135.808 127.396 122.882 115.959 115.406 111.602 111.028
threshold=-0.64966988391888181 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 1.6293515030253838 1.8460070869938618 1.8511096242798462 1.0000000180025095e-35 0.12773391649824176 1.0000000180025095e-35 0.86558768754863191 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98896428961744431 1.0000000180025095e-35 1.0000000180025095e-35 0.79506610846124859 0.85297537480346686 -0.52992354128753727 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2965003005540392 0.4590488840311347 -0.2363894608792538 -0.87473648844905705 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 3 11 7 6 8 10 12 24 15 19 13 27 25 16 -4 18 -11 29 -16 -6 28 -7 -2 -5 -13 -1 -23 -3
right_child=1 2 4 14 21 23 -8 -9 -10 17 -12 26 -14 -15 20 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00042850531275490236 0.0002639436547932565 -0.0012807388418093924 0.0004571249887441027 -0.00089991852971653505 0.00047990079862048383 -0.0013457964972952356 0.00031251379763497439 0.0003525543372543342 -0.0010596081597229025 -0.00010067816182453645 -0.00079852611547040692 -0.00066885816267793789 -0.00097734976431810487 -0.00071061902173555065 -0.00015367176992865834 -0.00056866378428262968 -0.00020099321443123962 0.0010654092674679083 0.00088594156269904383 -0.00043729826331345348 0.00055756359809907132 0.00074612846136751698 0.00048965028283004715 -0.00085672331962636855 -0.00058428274542106969 -0.0003419388096911651 0.00014500141089576662 1.9663983134415716e-05 -0.0001416755393447407 -0.0008281713576698429
leaf_count=16544 5542 22773 4668 6900 12760 18730 5430 7449 18501 3763 14517 6764 12371 19648 14716 17976 29278 7304 4088 5467 4155 1658 6394 16084 3232 25673 3536 13406 19955 12649
internal_value=0 -0.122202 -0.169137 -0.309616 -0.0600726 -0.403576 -0.322547 -0.163016 -0.359648 0.255237 -0.208144 -0.496314 -0.293113 -0.23309 -0.154471 -0.144708 -0.0603951 0.411807 0.231006 -0.5771 0.0060775 0.109803 0.0336262 -0.62806 -0.015124 -0.256515 -0.208519 -0.127019 -0.0401285 -0.630604
internal_count=361931 241217 217288 102633 114655 120714 85900 73888 80470 23929 66439 51189 61969 49598 51444 51922 33946 15155 7851 40889 18871 40767 28007 34814 8774 32573 10300 29950 21613 35422
shrinkage=0.00175676


Tree=117
num_leaves=31
num_cat=0
split_feature=479 664 785 728 869 872 727 1445 804 519 727 750 497 1028 664 1458 662 815 1430 589 125 188 930 858 1444 21 1033 789 1392 513
split_gain=1196.15 917.955 817.414 648.498 438.135 318.952 231.152 223.872 210.272 192.839 250.207 187.62 184.282 176.952 198.17 175.958 173.296 157.185 178.602 144.505 144.014 145.056 138.621 136.625 134.721 134.366 127.883 124.386 123.992 115.735
threshold=1.388869425783259 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.85297537480346686 1.0000000180025095e-35 0.47584960161614115 0.45538871002063286 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.1570521254726853 -0.35861621905537377 2.3848607387285203 1.1037714186769987 -0.58271687606615485 1.0000000180025095e-35 1.0000000180025095e-35 1.4824100882457953 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0825608069246189 0.61050815248025436 -3.9164670491403295 0.31450669682055382 1.1248358748350926 3.1172922039692916 1.0454229551509682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 7 -1 15 -7 10 -6 20 16 -3 24 17 19 18 -4 -5 21 -2 -12 27 28 -18 -27 29 -15 -19
right_child=11 13 3 12 9 8 -8 -9 -10 -11 22 -13 -14 14 -16 -17 25 23 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=7.6942303164588753e-05 -0.0014106550341209051 -0.0010841713097680446 -0.00070455207811446119 -0.00037710003131945859 8.8316538694394811e-07 0.00016491040750254036 0.00087681066892995407 -0.00045312733928827662 0.00095935854170844405 0.00049768207224259401 -0.00099896442974259456 -0.0013899763838902104 0.00047018861309249769 -0.00032540258777814725 -0.0012938857961851528 0.00060969059727562411 0.0029237224661295158 0.00023655990459460626 1.550696794620908e-06 0.00098275575813502642 -0.00059080657264423437 -0.00072995432544083476 -0.00046768459921815936 -0.00033260934840482283 -0.0010786500024077598 -0.00088238935001541631 -0.00034856893475498414 -0.00028873218761016301 0.0032967996222665118 0.00092225813282577156
leaf_count=8801 13478 21646 10851 10707 12635 13643 12710 20107 7351 3047 13484 13292 2319 21221 5872 6821 122 15312 13063 1446 27689 12415 21711 7378 4942 40971 9608 4813 136 4340
internal_value=0 -0.131532 -0.0808036 -0.119752 -0.0530984 0.0183459 0.273587 -0.0380577 0.228946 -0.210046 -0.244299 -0.453601 -0.302099 -0.386363 -0.292237 0.0175562 -0.326045 -0.0195528 -0.146744 -0.102032 -0.398245 -0.525354 -0.334159 0.0655439 -0.217811 -0.382615 -0.389251 0.132935 -0.150357 0.19916
internal_count=361931 295057 241240 219729 154556 103679 21511 82685 20994 50877 47830 66874 65173 53817 32171 62578 62854 55757 23914 12153 53582 25893 35195 31843 26299 50701 50579 24465 21357 19652
shrinkage=0.00198628


Tree=118
num_leaves=31
num_cat=0
split_feature=1100 614 125 188 785 202 519 728 785 1160 1459 652 1469 1292 728 471 588 21 1458 1470 938 736 1022 1454 1016 727 727 487 1450 1149
split_gain=1155.12 941.123 725.194 743.491 527.594 370.149 300.374 262.669 255.644 227.8 219.046 213.156 193.963 176.25 163.235 158.534 158.077 152.788 150.993 145.398 139.493 135.413 127.912 125.707 124.122 121.77 115.669 114.013 113.24 106.527
threshold=1.6293515030253838 -1.0625654336828987 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.99025722045320774 2.1420547332082829 1.0000000180025095e-35 -0.86283290253235112 0.68536004617275303 0.43577943106047246 -0.98896428961744431 -0.62606451240067507 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 -3.2545899522946695 1.8460070869938618 -1.3072861918153278 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.8331818028246452 1.0000000180025095e-35 1.0000000180025095e-35 -0.682906484622256 0.57260068666878883 1.3453874465886764 1.3094460619852766
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 9 26 6 7 11 -5 13 14 -6 -10 28 23 -9 -8 -2 20 -15 29 -14 24 27 -19 -22 -4 -1 -3 -13
right_child=17 2 4 8 5 -7 16 15 12 -11 -12 18 21 19 -16 -17 -18 22 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00055857210153431765 0.0028232553120563328 -0.0012897177503581577 -0.00046101002111090771 0.00065754818395396576 0.00058943473064820449 -0.00067378825363288513 0.0003306875402176552 -0.00071905871894679442 0.00013977157716581478 -0.00017814606320302789 -0.00028127502462894937 -2.4333302360662213e-05 -0.0002065238387671295 0.00074901338126340852 -0.0012094264715421129 -5.4215987317559342e-05 0.0013070861031977258 -0.0016050571608668537 0.00088779772847674839 -0.00074115585548804798 0.00024491519692206357 -0.00075192701580825921 -0.00079929476234991462 0.0020864411949286692 -0.00094444653912126677 -0.00058283821881343722 0.0008583703167768991 -0.0010696508568943726 -8.0782234661901876e-05 0.00059497044404542684
leaf_count=26469 135 23085 1133 5611 9579 14465 10499 14386 16979 8059 16838 32952 22714 1106 17963 10475 2928 13186 2419 17335 3557 11677 23999 239 11617 11796 12439 12184 1605 4502
internal_value=0 -0.133231 -0.075624 -0.205439 0.018936 -0.0241952 0.0146631 -0.0277934 -0.0553719 -0.404432 -0.35216 0.033425 -0.102309 -0.471894 -0.418722 -0.211707 0.275459 -0.499193 -0.0132468 -0.318101 -0.0355194 -0.191423 -0.5074 -0.344209 -0.629085 -0.194347 0.376816 -0.354961 -0.601856 0.0265172
internal_count=361931 312994 239301 108171 131130 117558 103093 89666 56981 51190 73693 64805 51370 43131 56855 24861 13427 48937 55226 18441 52807 34391 48802 38892 24803 15353 13572 38653 24690 37454
shrinkage=0.00200251


Tree=119
num_leaves=31
num_cat=0
split_feature=391 888 785 526 617 941 1459 1373 677 728 1469 1016 200 1470 1436 1430 1430 712 595 1458 1020 497 928 1436 519 958 1447 1461 728 804
split_gain=1122.34 756.158 621.6 492.081 461.679 384.244 364.477 355.318 324.122 286.638 199.177 196.693 188.994 180.005 177.926 356.388 173.727 167.118 144.621 129.458 122.259 117.71 117.387 109.948 109.826 106.025 104.38 103.376 103.371 103.353
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 1.9607587081991176 0.73871680408646412 -0.95775103874899059 1.0000000180025095e-35 1.0000000180025095e-35 -1.0234077568651669 1.0000000180025095e-35 -0.97734522064874174 0.22229707940546359 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6687882578741802 1.0000000180025095e-35 1.7478043641368097 -0.52992354128753727 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.74484333252909696 2.2827216037929685 1.0000000180025095e-35 1.3537602816678871
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 5 7 6 9 16 11 10 13 23 -10 -4 15 -12 -2 25 21 24 -11 -14 -16 -9 28 -1 -3 -18 -5 -7
right_child=4 26 3 19 -6 29 -8 8 12 20 14 -13 18 -15 22 -17 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00045841139855511939 -0.0014015156396006622 -0.00097082871327420345 0.0010868604965290185 -0.00063556507226094835 -0.0013073440362482338 0.00056355756797482127 0.00036542790641424914 -0.0014051479816800428 -0.00069397133044213073 -0.00085544314263289573 -0.00096045669304187123 -0.00042989954282353468 2.7551277532618331e-05 4.890188854649399e-05 0.00032574319517946236 -4.1330549785883146e-05 -0.00079114448061196779 0.00090590186347026249 -0.00064663448095062404 0.00056014779574591457 -0.00033320509901390845 0.00090710587473210658 -0.00015394260272167016 -0.00064817470905726164 0.00023196113356989135 -0.00054214514948269527 -0.00014194903211612711 0.00068238451097616553 -0.0012267809298429093 0.0017167909758541064
leaf_count=5135 13098 24901 3816 21668 22999 6208 21854 10507 9491 16049 14451 18547 20863 8971 12482 17402 19765 11382 5351 1551 20691 2639 26407 6385 1922 2603 3093 920 9329 1451
internal_value=0 -0.0841632 -0.0429885 -0.081642 -0.327783 -0.0341257 -0.0593099 -0.274267 -0.197089 -0.104336 -0.0429372 -0.349091 -0.0739869 0.179988 -0.0855701 -0.201467 -0.462875 0.284414 0.00219592 -0.317374 -0.265697 0.0647298 0.00169306 -0.526939 -0.347335 0.0703641 -0.416877 -0.346176 -0.381483 0.383178
internal_count=361931 231366 203372 184252 130565 149782 142123 107566 73783 120269 83529 35439 38344 12787 70742 31853 33783 19120 28853 34470 36740 23502 38889 16892 32919 7738 27994 20685 30997 7659
shrinkage=0.00208279


Tree=120
num_leaves=31
num_cat=0
split_feature=67 1235 470 464 705 785 1223 941 1229 547 341 1454 664 785 735 795 1467 953 1361 131 1298 1458 1464 1469 21 1430 257 56 21 747
split_gain=1081.53 683.308 511.452 407.377 342.415 334.206 298.85 270.838 242.564 238.695 213.346 193.201 165.797 163.358 161.996 153.742 148.287 134.008 150.095 132.657 149.03 130.568 128.861 139.181 119.804 118.712 115.284 180.424 116.292 114.142
threshold=1.0000000180025095e-35 -0.94625487755706195 1.0000000180025095e-35 1.0000000180025095e-35 0.84297453113901832 -0.86283290253235112 1.0000000180025095e-35 1.9607587081991176 1.0000000180025095e-35 0.55489234843406188 1.6369401821412268 -0.2363894608792538 1.0000000180025095e-35 -0.86283290253235112 1.356718709411544 -0.29258408639884992 4.1209713034531967 1.0000000180025095e-35 1.0000000180025095e-35 -0.67630721506970115 1.0000000180025095e-35 1.8460070869938618 0.74657910936426475 -1.2555191570968998 -2.7818205974049124 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 14 10 -2 8 9 -1 11 12 17 22 -5 19 -6 26 18 -7 -3 25 -13 23 -4 -15 -21 27 -8 -28 -19
right_child=5 2 4 13 15 7 16 -9 -10 -11 -12 21 -14 24 -16 -17 -18 29 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0014075208980251406 0.00055085689559616685 -0.0012882917240609364 0.00054358956924087051 0.00045761315845768182 0.00052496578101767822 -0.00080771689113679206 -0.0012580245369415981 0.00063518482517493371 -0.00072393122312798498 -0.0005638386085250731 -0.00073948621371278231 5.4904961097511812e-05 -0.00056303643561952054 0.0026097044661597285 -3.0826259908332635e-05 -3.3934532539269976e-05 0.0015578451577214294 -0.00035635891376590786 -0.0001741227388954149 -0.001249217841684739 -0.00041989314419532345 0.00068485949855438507 0.00033443369614640688 -0.00021622662999766691 -0.000350400121101186 -0.00059026573868233424 -8.081828258828388e-05 -0.00048366958923967804 -0.00057691716124461405 0.00015530833975451014
leaf_count=15272 10731 9873 2751 3009 10444 8667 7924 5528 18721 13331 10016 37495 11559 130 3344 10954 408 8424 10981 11052 10996 3987 6898 37328 35850 6392 9679 10669 16571 12947
internal_value=0 -0.240443 -0.1701 -0.299651 -0.0706648 0.000843973 -0.414765 -0.0364028 -0.584469 -0.062937 -0.142959 -0.0248926 -0.0990416 -0.154624 -0.462578 0.140195 -0.304847 -0.124607 -0.251922 -0.507463 -0.434795 0.0694642 -0.0496293 -0.0934612 -0.196982 -0.573315 -0.31737 -0.455093 -0.230396 -0.0191772
internal_count=361931 249840 170596 80646 89950 112091 79244 101360 33993 95832 68552 82501 58536 38989 41657 21398 45251 41019 19648 38313 28440 41482 46977 40079 35980 17444 44843 18593 26250 21371
shrinkage=0.00170634


Tree=121
num_leaves=31
num_cat=0
split_feature=1031 181 1447 677 1361 62 1436 795 752 598 819 800 457 269 809 1459 750 705 816 815 545 1469 459 50 859 1464 1464 785 713 652
split_gain=1045.24 870.285 646.063 516.185 485.192 410.006 364.4 289.194 244.04 210.502 185.499 172.428 163.896 169.015 150.099 145.315 139.774 137.826 135.929 133.011 125.101 116.979 115.967 112.971 107.795 100.807 99.5049 95.2374 110.234 102.514
threshold=1.6568736917453439 1.0000000180025095e-35 0.74484333252909696 1.0000000180025095e-35 1.0000000180025095e-35 -0.67845511463764618 1.0000000180025095e-35 -0.29258408639884992 -0.76455979573956789 1.0000000180025095e-35 1.0000000180025095e-35 -0.57812715656594349 2.3716694046974869 -0.97818596660968204 1.0000000180025095e-35 0.77133902740777927 1.0000000180025095e-35 0.90721770011872871 0.34754775078765171 1.0000000180025095e-35 1.0000000180025095e-35 -1.1965077841566287 0.45971323088519633 1.0000000180025095e-35 -0.54135187694831066 0.74657910936426475 1.5993600128483978 -0.86283290253235112 1.0000000180025095e-35 -0.98896428961744431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 15 22 8 -7 16 12 -4 13 -3 19 26 27 -10 -9 -2 -8 -13 -1 -15 -23 -11 -5 -6 -29 -30
right_child=14 10 11 5 9 7 20 18 17 25 -12 21 -14 23 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0015636087602153509 -0.0018592836629797705 -0.0010778424914947569 0.00090789499390928139 -0.00070267596416687345 0.00090644092783937326 -0.00039483578533856437 -0.0010788569462126672 -0.0003521285011931504 0.00041431864773071276 -0.00079650713699484376 -0.001559955047806846 0.00082350812394886975 -0.0013424006913803001 -0.0007209539758891376 -0.00080612579433931566 0.00020960812961245707 -0.00092656023398212566 0.0011169554798088782 0.0001838390465061401 -0.0010546048927030541 -0.00014189455632879054 0.00048450644689196847 -0.00075820845876090948 -0.00012637088204869713 -0.00012645840901159719 0.00020925945935699471 0.00054162180505189401 0.0007170641720057226 0.00068510352420570527 -0.00025767196032939051
leaf_count=20774 12791 13975 9399 28359 2678 7081 5684 25505 19684 16874 8252 5278 9333 14890 21565 5552 3689 8004 16543 12585 11852 9271 6406 16513 18566 2842 1552 4119 2963 19352
internal_value=0 -0.113199 -0.0620433 -0.110917 -0.227947 -0.0217635 -0.40244 0.0559445 0.187862 -0.0979653 -0.343019 0.15628 -0.299814 -0.248572 -0.470497 -0.209656 -0.000524319 0.263766 -0.0544107 -0.597272 -0.171995 0.0882229 -0.575591 -0.167301 0.0357212 -0.274176 -0.2689 0.0445927 0.00501191 -0.0531035
internal_count=361931 314990 252027 209513 97233 112280 44716 76817 34769 52517 62963 42514 54711 45378 46941 35463 32801 27688 42048 25376 17536 33115 27180 31403 27837 19716 29911 29112 26434 22315
shrinkage=0.00235789


Tree=122
num_leaves=31
num_cat=0
split_feature=272 1169 800 194 652 728 1430 1436 21 888 464 678 50 1431 1430 1298 263 1466 791 961 539 21 1469 970 1469 590 727 954 1465 1092
split_gain=1000.44 746.115 651.046 462.697 373.33 246.841 219.176 267.904 217.34 211.857 193.889 188.089 167.666 153.907 152.369 203.701 148.969 147.596 140.51 135.884 126.135 122.948 121.698 118.978 117.454 111.753 109.213 100.71 103.187 99.8942
threshold=1.3643217266306855 1.0643747975631468 -0.57812715656594349 0.58307762070518543 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.47080750042056613 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.5382515652285238 -1.2437168825088454 -0.13462041804506439 -1.102089587452195 0.58895901036483078 1.0000000180025095e-35 3.5442616861027205 1.9404364142468602 6.1787956965714796
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 14 10 7 24 -2 12 20 -5 16 21 15 22 -10 -12 27 -8 26 -3 -4 -23 -1 -16 -6 28 -13 -28
right_child=8 13 3 11 5 -7 19 -9 9 -11 17 18 -14 -15 25 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00049285511056039964 0.0029020166271359706 0.0031294034278819146 0.00067907953734438358 -0.00020188516643200835 -0.00019359671858928728 -0.00084869102569405284 0.00067789466920670151 0.00040744310913705341 -0.0013501672999124078 -0.0013922710344545957 -0.00030383975560373732 0.00012770184134735754 -0.00047078905651261246 -0.0010731518603804033 4.5999782826508936e-05 6.8427009109671067e-05 -0.00067192765188766972 0.0003285909984149336 0.00077613669897557151 -0.00022492042869240897 -0.00033618005809462362 -0.00034004183607138245 -0.0009748025924102028 -0.0007905678315614132 -0.0006879425001886716 0.00074704578764095322 -0.0011455278135302201 -0.001570855454157236 0.0013654472538652941 0.0034145173425126317
leaf_count=1619 208 121 823 17544 3303 29406 21900 12508 14398 12206 30015 17020 27759 13691 21515 10444 14335 7486 7766 3176 12243 24976 8887 21205 8486 4457 12842 507 1011 74
internal_value=0 -0.0964655 -0.0471761 -0.104151 -0.165247 -0.241638 0.155633 0.0124744 -0.390695 -0.399333 -0.175849 0.068023 -0.345121 -0.315841 -0.0147156 -0.15523 -0.471498 -0.0847859 0.165818 0.27953 -0.312047 -0.257946 -0.393812 -0.264863 -0.237197 0.0845019 -0.44873 0.0756427 0.0989358 -0.543711
internal_count=361931 293025 233032 185343 141495 95369 47689 22613 68906 68698 65963 43848 56492 59993 46126 20154 28733 37501 26304 25076 28462 46302 9710 46181 10105 25972 16219 18538 18031 12916
shrinkage=0.00204084


Tree=123
num_leaves=31
num_cat=0
split_feature=136 125 188 752 785 728 200 795 62 1080 940 1431 1166 513 667 1009 871 789 1375 662 1160 1436 1361 803 1469 1454 727 885 1469 1031
split_gain=1310.91 842.857 737.302 637.498 545.23 375.608 373.289 300.582 262.744 251.075 219.757 197.421 194.282 188.856 181.608 175.639 169.885 167.922 144.096 137.329 135.566 134.061 134.323 131.453 128.45 122.258 121.87 113.431 106.528 104.934
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.16746147319753801 -0.86283290253235112 1.0000000180025095e-35 -0.97734522064874174 -0.29258408639884992 -0.37712515092315846 1.323361361534652 1.0000000180025095e-35 1.0000000180025095e-35 -1.2508507625752519 1.0454229551509682 1.0000000180025095e-35 1.0000000180025095e-35 2.4008401756919917 1.1248358748350926 0.59806352348768188 -0.58271687606615485 0.68536004617275303 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1729032349805202 -0.2363894608792538 1.0000000180025095e-35 0.35018306414905159 -1.082419129805438 1.6568736917453439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 10 26 9 28 12 -1 13 14 18 -8 15 -3 24 21 -15 25 -7 -10 22 -14 -11 -6 -4 -2 -9 -5 -26
right_child=4 3 11 6 5 19 7 27 20 23 -12 -13 16 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0011148033464602281 0.00021654118894546672 -0.00019342991768367849 -0.00029224398933395273 0.00010660844331784906 0.00039317228773158043 5.4077585265307671e-05 -0.00044637995019649484 -0.00028756340912968853 -0.00074900526453452825 5.5019692668193314e-05 -0.00072571298524652769 -0.00053858003452261598 -0.00018739917940806031 0.00047898597428839456 -0.000531261743878295 -0.00045069978984552914 -0.00082029901888714741 -0.00037860101934248692 -0.00059576633639297648 -0.00044228457916427083 -0.00025317588089395176 0.00052720804748476323 0.00044123274867821259 0.00066410334049434234 -3.9761416250589838e-05 6.9544991116587534e-05 0.00076688894188787961 4.1686341540882118e-05 -0.00049785505120950491 -0.00059092444373584185
leaf_count=20091 4297 28930 15565 2402 4265 5298 2773 16159 28709 4030 15972 24166 4801 7134 21978 9055 961 1868 6451 22846 5244 13098 4353 5519 35980 12585 6460 12936 14969 3036
internal_value=0 -0.263134 -0.407033 -0.161101 0.00204712 -0.0468844 -0.0372788 0.0380026 -0.608485 0.025584 -0.314379 -0.253362 0.187803 -0.0223645 -0.25015 -0.070465 0.241335 0.227947 -0.155374 -0.257391 -0.494986 0.272834 0.0910849 0.311468 -0.0203453 -0.0943985 0.405669 -0.100456 -0.304159 -0.0572676
internal_count=361931 252143 112811 139332 109788 99031 72452 55081 54044 70887 66880 58767 25986 61338 50908 52336 23213 9002 34601 28144 33953 22252 9154 9549 43281 28150 10757 29095 17371 39016
shrinkage=0.00133813


Tree=124
num_leaves=31
num_cat=0
split_feature=785 548 728 125 50 712 1378 194 21 1367 1361 789 608 519 723 869 1470 1445 470 803 852 62 21 602 1373 497 1009 665 62 921
split_gain=1841.86 1372.04 1129.18 727.629 526.085 412.692 337.889 311.961 311.032 282.165 368.201 268.235 266.26 243.692 318.645 240.594 201.923 187.377 184.285 175.746 173.3 168.932 162.206 159.869 153.67 152.446 149.13 148.149 143.139 138.097
threshold=-0.86283290253235112 1.0510833983642893 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 1.6380901172106308 1.0000000180025095e-35 3.0813325700491205 1.0747610123934368 -0.67845511463764618 1.0000000180025095e-35 1.0000000180025095e-35 -0.35286549756995528 3.0589865121061197 1.0000000180025095e-35 0.85652824257920523 -0.37712515092315846 1.0525743831388839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 19 16 -3 10 -7 13 23 17 -15 18 -2 29 -4 24 -8 -20 -11 -10 -6 -23 -14 -18 -9 -5
right_child=1 8 15 11 6 9 20 28 12 22 -12 -13 26 14 -16 -17 27 -19 21 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00055632029676993308 -4.3791161401286285e-05 0.001969023552471054 -0.00057779378427357767 0.00010491755092646703 -0.00038272748555463689 -0.00032495245990584538 4.2969947393445895e-05 -0.00050900635713847645 -0.0010061206144223863 0.0003324296448517322 0.00051985395839237666 -0.00030199245428433943 -0.00040809690291701111 -0.00034896376890568992 0.00081533693847222403 -0.00072078653644804046 -0.00076377792755085924 -0.00051378540335383883 -0.0005563915174906205 0.0010452365636868409 0.00056000074022353162 -0.00015732269439685972 0.00082689711286462297 -0.00064283679400317824 -0.00010144179784337185 0.0012852911768712859 -0.0007897253627481177 -0.00030222105430779836 -8.3542311896269331e-05 0.00059430278041921287
leaf_count=3225 4006 225 23642 21395 23252 5593 22120 7282 20031 6455 5968 6580 30347 1749 6272 25227 23899 2770 9088 584 4265 17193 8318 18846 26419 393 9816 6114 17117 3740
internal_value=0 -0.248566 -0.179541 -0.096858 -0.172253 0.247384 -0.0679655 -0.323916 -0.50152 0.319501 0.0978268 0.117898 -0.510427 0.181898 0.465871 -0.400754 -0.464093 0.0953046 -0.318672 -0.167325 0.104579 -0.205436 0.489327 -0.648142 -0.181355 -0.0942043 -0.395164 -0.528449 -0.159704 0.144128
internal_count=361931 332372 253107 177564 135058 29559 76640 58418 79265 26334 11561 42506 79040 35926 8021 75543 34019 27905 50316 50255 26385 26674 14773 38877 49671 17586 40163 30013 24399 25135
shrinkage=0.00125298


Tree=125
num_leaves=31
num_cat=0
split_feature=136 681 125 50 62 785 728 705 1080 131 664 1147 1022 1430 785 1150 800 497 1466 799 662 395 803 21 1160 1375 1458 1431 727 516
split_gain=1290.4 800.921 723.717 617.825 514.042 508.275 354.974 338.421 252.632 238.433 224.326 203.665 190.983 211.372 181.255 174.071 166.335 164.638 155.129 154.791 135.059 132.321 131.006 127.427 134.339 124.55 119.803 119.751 117.979 103.606
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.67845511463764618 -0.86283290253235112 1.0000000180025095e-35 0.86010604286694103 1.323361361534652 -0.67630721506970115 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -0.57812715656594349 2.0895063784560848 0.75790975975436059 -0.58454210970522613 -0.58271687606615485 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 0.68536004617275303 0.59806352348768188 1.8460070869938618 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 11 28 8 10 12 -1 16 15 13 -7 -5 26 -6 19 25 -9 -8 -3 -10 -11 -25 27 -4 -16 -2 -18
right_child=5 21 4 14 7 6 20 17 22 23 -12 -13 -14 -15 18 -17 29 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012046730718328058 0.00021373894754343395 -0.0010521705728934218 -0.00021645114163014939 0.00029034066970825791 0.00027236137676726327 -0.00054330284309351672 5.50360989892432e-05 0.00072104078509226501 5.0322696603573941e-05 0.0026319872103909483 -0.00054749341169631682 -0.00082016755340503307 9.4577224670256126e-05 -1.2971190897691455e-05 -0.00021784644098714215 -0.00058389933706596956 -0.00037257370512139087 0.0009973048768439042 6.3910466887880817e-05 5.0344522518003418e-05 -0.00048544845370716134 -0.00065848687632450679 0.000718205650838846 -0.00078705038302924425 -0.00022003478065443902 -0.00083368465985802641 0.00070792581719541852 -0.00059022473642797511 0.00080987647751444298 -3.32941318167844e-05
leaf_count=14882 4297 17953 20538 3511 9275 12472 5298 3470 4030 84 11255 10771 33710 15156 19415 15180 12913 2151 6383 13080 22846 17449 5519 26500 4758 6916 1223 14242 6460 20194
internal_value=0 -0.268923 -0.223561 -0.366815 -0.122692 -0.00592078 -0.0530038 -0.0202656 0.0173842 -0.564266 -0.103822 -0.293449 -0.0306696 -0.158674 -0.215615 -0.22353 -0.0411123 0.200202 -0.253056 0.131991 -0.257593 -0.576085 0.304039 -0.460084 -0.468973 -0.301741 -0.108448 -0.250867 0.384941 -0.109159
internal_count=361931 252143 216741 96691 120050 109788 99031 72338 70887 46224 53637 47712 61338 27628 50467 36941 42382 18701 46956 16550 28144 35402 9549 31342 31258 40573 21761 33657 10757 33107
shrinkage=0.00147041


Tree=126
num_leaves=31
num_cat=0
split_feature=1238 391 785 728 617 852 1458 513 1469 896 784 728 947 953 664 758 652 705 1176 1022 1430 1470 652 816 1426 257 596 1436 816 746
split_gain=1028.18 817.106 560 452.78 342.682 342.173 300.21 279.791 255.59 198.07 196.933 196.214 170.376 187.065 169.174 168.214 156.461 150.455 134.765 131.081 135.458 124.143 112.911 109.333 101.156 96.7582 95.2681 93.2076 107.038 91.7335
threshold=1.6236383842237581 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.3680112666802988 1.0747610123934368 1.8460070869938618 1.0454229551509682 -1.0588145806293296 -0.43454379769620094 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.43523778982368799 -0.55024281929118113 0.47036415105669754 -2.0967002395484351 1.0000000180025095e-35 1.0000000180025095e-35 0.26566155358955823 -0.98896428961744431 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9758895415007218 1.0000000180025095e-35 6.0906794990390116 0.66766320980544069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 5 7 6 8 11 21 19 -7 16 13 -2 18 -1 26 -9 -5 20 27 -4 -11 -20 -18 -6 -3 28 -10 -24
right_child=12 4 3 14 25 10 -8 17 9 22 -12 -13 -14 -15 -16 -17 24 -19 23 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00095783810007437568 -0.0018082358134673868 -0.00014097147943228789 0.00082749999684387729 0.0025296228348773604 -0.0014142553956154537 0.00026017282938016305 0.00087897306552812526 -0.0001978365641094452 -0.0011253426985441443 9.0269144102055198e-05 0.0012942239555409558 -0.00094397427052280228 -0.00072141478404806169 -0.00091964377650555185 -0.0011556044091609761 0.00013778155254078698 -0.0003777854874249943 0.00089508722739272935 -0.00064349753892850559 0.00023276368816417428 6.7748788275718452e-05 3.4819421115696649e-05 -0.00064257878501173908 -0.0001618459866573006 -0.00089245239684344478 -0.0007948248863031606 0.0010756928811978511 9.4396916522055267e-05 0.0033099028305013608 -0.00018183234467871617
leaf_count=11495 13382 14985 5959 251 13284 13157 5392 6401 6753 7007 4530 22023 23187 12929 9869 7685 20844 3818 26475 18693 8762 10244 36357 17934 13701 12089 1306 2031 100 11288
internal_value=0 -0.107224 -0.0332108 -0.0697909 -0.257629 -0.00910829 -0.0512765 -0.196527 -0.0756363 -0.118539 0.241223 -0.244716 -0.453074 -0.587116 -0.239294 0.277983 -0.17776 0.106572 -0.18673 -0.00531004 -0.137088 0.150886 -0.19765 -0.197213 -0.257382 -0.489304 -0.01397 -0.333289 -0.464009 -0.234095
internal_count=361931 312433 203982 184802 108451 130273 112586 83078 107194 90991 17687 72859 49498 26311 54529 19180 50836 10219 44660 36339 17646 16203 54652 44409 34545 25373 16291 8884 6853 47645
shrinkage=0.0022368


Tree=127
num_leaves=31
num_cat=0
split_feature=890 785 125 188 476 1361 705 728 1229 457 1375 728 56 50 407 1458 513 1030 119 873 644 476 263 1010 921 1469 1465 942 1469 1450
split_gain=1439.14 1068.94 884.203 749.918 506.993 416.885 386.14 329.628 298.331 297.532 273.323 271.862 232.307 298.852 225.94 218.416 218.345 200.19 179.318 170.836 165.295 157.671 149.017 136.987 135.724 133.528 128.758 127.902 122.964 114.437
threshold=-1.0182342416987082 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -1.0099296266851885 1.0000000180025095e-35 0.90721770011872871 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.59806352348768188 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -1.2965003005540392 1.8460070869938618 1.0454229551509682 -0.28833227140160522 1.0000000180025095e-35 2.242218440812676 -0.34929633066952553 -0.70335058585943822 1.0000000180025095e-35 3.0713252103476614 1.0525743831388839 -0.95652820086619317 0.84595576380118198 2.231519495564001 -0.61819632934197222 -0.34557539116087493
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 11 25 8 9 -2 -1 17 14 -3 13 -9 -5 18 24 27 22 23 -13 -14 -7 28 -8 -4 -20 29 -16 -6
right_child=1 2 4 10 6 15 16 12 -10 -11 -12 20 21 -15 19 -17 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012191826445742961 -0.00055421053865488867 -0.00022319771732546594 -3.5142889180594006e-05 -0.00065381694954357082 -9.7054836152373478e-05 -0.0010483432082317662 6.2178441532600859e-05 -0.00030642524912794894 -0.00062861889997782843 -0.00047790836397953703 -0.00067033943551555292 -0.00061844026141513319 -8.2741507007746794e-05 0.00059187938109991564 0.00010823207531469154 0.00023761011974401713 0.00076508080963954563 -0.00021358965791589386 -0.00043303965971844358 0.00070836565260729532 -0.001021498268537817 0.00080376672054221891 -0.00050233361461339836 0.0010683459310400873 0.00069905175285496079 -0.00057269379470519758 0.00012073708731075901 0.00078286772202286817 -0.00023927005036378232 0.00020457410861526615
leaf_count=16727 3031 8222 4952 6682 17662 9493 16292 5366 20624 14568 10220 18781 1698 5545 12279 3624 5432 25360 30946 2022 23772 11531 11014 696 2832 20464 4049 1891 25000 21156
internal_value=0 -0.109649 -0.155994 -0.302211 -0.0508046 -0.413589 0.00526216 0.245216 -0.60552 -0.0623797 -0.150482 -0.507691 0.314689 0.109903 -0.0882257 -0.307581 0.211393 -0.00974891 -0.342537 -0.0351493 -0.583297 0.482392 -0.509541 -0.0670673 0.112446 -0.321259 -0.255183 0.0725522 -0.084749 0.0479563
internal_count=361931 265454 238283 107674 130609 96477 105193 27171 37351 80637 56899 50775 24140 10911 46679 59126 24556 66069 55502 39997 42553 13229 20507 37975 19124 25416 34995 40709 37279 38818
shrinkage=0.00143303


Tree=128
num_leaves=31
num_cat=0
split_feature=785 728 617 1423 125 50 712 1166 595 1022 1361 1470 470 519 1010 464 205 612 1373 723 21 1307 1367 1430 1469 1426 497 183 1466 609
split_gain=1712.62 1229.39 951.858 758.786 590.687 542.643 392.776 389.348 327.554 260.581 330.396 255.371 236.692 220.962 217.68 188.315 183.579 178.485 174.778 167.923 166.98 156.423 152.629 189.035 156.197 132.231 131.993 127.63 120.464 120.309
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.94772631485393388 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 2.1420547332082829 1.9615424434015647 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3390041783085433 1.0000000180025095e-35 1.0000000180025095e-35 -1.2201123333327371 1.0000000180025095e-35 3.0589865121061197 1.2443391215191413 0.59254817745699628 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 11 -1 25 12 10 -8 -2 15 14 17 -3 28 22 -14 -15 -11 -5 23 24 -9 -6 29 -13 -7 -20
right_child=1 8 -4 21 7 16 9 13 -10 20 -12 27 18 19 -16 -17 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00050404482217750722 7.8069229600672433e-05 -0.00080610997867043457 -0.000609411613187824 -0.00035193966840536275 -6.8802547447572866e-05 -0.00026221748326427465 -0.0002379604716057892 0.00037983877497704236 -0.00081223115697203851 0.00029068022308936775 0.0004674909091723665 -0.00063937115521593376 -0.0004973308041788608 -0.00017292712512186368 0.00056671171371051432 -0.00044293034584637646 0.00013855822709371262 -0.00034606811774460079 -0.00036532909230123817 0.00057304904479375579 0.00077414416162309538 -0.00071190166526017629 0.00018371640942938742 0.00012721631379185368 -0.00043342496224960076 -0.00042637787451690873 0.0010234825138740349 -0.00014273275854150976 0.00016833014508014056 -1.1040013586763089e-05
leaf_count=3225 3929 17409 30424 30217 13656 20133 6145 1327 20323 5945 6506 24694 19374 1811 3881 20948 14255 5729 12587 7366 7738 9739 28578 10847 8268 10049 399 3400 4134 8895
internal_value=0 -0.239209 -0.162064 -0.116021 -0.0575216 -0.20257 0.240012 0.0417444 -0.44315 0.310525 0.115093 -0.418093 -0.384145 0.111781 0.0670377 -0.51249 -0.0515191 0.0347456 -0.278551 0.376757 0.489135 -0.373695 0.0708363 -0.058982 -0.266242 -0.186503 -0.157979 -0.494664 -0.16089 -0.181722
internal_count=361931 332372 232437 202013 162057 70545 29559 91512 99935 26334 12651 32023 79612 67807 58630 38357 38522 54749 41255 9177 13683 39956 49020 20442 9595 23705 21881 28094 24267 21482
shrinkage=0.00115702


Tree=129
num_leaves=31
num_cat=0
split_feature=785 728 1445 519 871 869 727 872 595 727 1309 21 804 1022 1469 878 746 710 727 21 476 1436 1430 269 588 930 752 578 1470 740
split_gain=1721.93 1277.36 926.957 658.669 568.48 442.491 427.811 328.113 299.31 278.447 228.663 238.469 218.147 214.906 203.304 196.547 194.755 193.133 172.18 164.9 155.567 162.873 245.336 152.334 149.466 138.369 133.043 129.511 127.284 126.227
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 0.29878677988246938 -3.9164670491403295 0.45538871002063286 1.0000000180025095e-35 -0.8778463702791649 1.0000000180025095e-35 1.0000000180025095e-35 0.44168008893566513 1.0000000180025095e-35 1.0000000180025095e-35 -1.316508667510939 1.0000000180025095e-35 1.0000000180025095e-35 -0.36806838854686125 0.71188872395471614 1.0000000180025095e-35 -1.385907308364305 -0.87905496296652397 0.068550307298219079 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 17 14 10 -5 11 -3 -9 15 28 -4 29 27 26 -8 -16 22 -22 -15 -11 -20 -7 -1 -2 -13
right_child=1 8 13 9 -6 18 19 12 -10 24 -12 16 -14 23 20 -17 -18 -19 25 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0008525961588255835 0.00044511045193729116 0.0019702988642392948 -0.00096537933456440487 -0.00030375744072072899 -0.00052657843148658495 -0.00042670206710062231 0.00026820855552599953 8.5409583479724655e-05 -0.00093130168067517729 0.00044923869699279467 -0.00021505383096687015 -0.0010052433827803995 0.00066554679445658628 -0.00058829692562094153 -0.00050480839221825943 -0.00049265954773371201 -0.00047314971578072036 -0.00061181693949504106 -0.00067813079042145484 0.00077159848976914079 -0.00063612924510194279 3.4910816198252725e-05 -3.077487736650009e-05 -0.00020502851546270448 0.0011802053110512257 -0.00030074629783862178 0.00016935052301691851 9.6248147277257526e-06 -1.7732251102935749e-05 -0.00062476732782333242
leaf_count=1250 6304 199 14713 2776 29707 4713 6893 11254 20323 7389 13914 14425 6518 14279 8879 15253 34363 3309 11637 10115 9131 23927 10511 17001 2111 19194 6922 7992 10218 16711
internal_value=0 -0.245988 -0.167247 -0.0948999 -0.131754 -0.077307 0.235249 0.00111705 -0.453431 0.321306 -0.39727 -0.45266 0.2319 -0.393283 -0.0620995 -0.52959 -0.461336 -0.0337718 -0.249764 0.428793 -0.12377 -0.078029 -0.216683 -0.278567 0.466246 -0.329937 -0.0397751 0.0978429 0.124635 -0.5924
internal_count=361931 332372 232437 171191 158915 129208 29559 86742 99935 12276 79612 65698 17772 61246 68970 29966 65499 12551 42466 17008 52448 43569 19642 31280 9500 30831 11635 9242 16522 31136
shrinkage=0.00132829


Tree=130
num_leaves=31
num_cat=0
split_feature=683 1423 125 50 785 612 809 815 729 1470 785 795 497 940 21 652 1028 816 1455 784 45 1455 1445 705 854 728 478 1442 497 1458
split_gain=1049.12 808.759 636.989 670.375 499.212 308.648 286.643 286.454 250.024 226.516 219.389 203.617 192.899 181.84 177.78 174.853 174.011 146.019 143.642 135.515 135.204 130.505 120.508 119.242 118.828 114.639 109.995 109.452 105.298 101.718
threshold=-1.07329023030195 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.75637635299260908 -1.2126727935954851 -0.86283290253235112 -0.29258408639884992 2.5623266075722904 2.3907917078320593 -0.70163543588998201 -0.55024281929118113 -0.66275050977156291 1.0000000180025095e-35 0.75934798726561159 0.9594655836162902 1.0000000180025095e-35 0.72809816964645935 0.76640973051476358 0.90721770011872871 -0.87473648844905705 -0.49008176997875957 1.8167082398441956 -0.962738934255707 2.2206245932530155 1.136946192861312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 9 25 8 7 -1 11 -2 -5 23 13 16 18 26 -3 -10 -8 24 -11 -9 -17 -6 -13 -4 -12 -18 -25 -26
right_child=1 12 4 10 5 -7 14 21 17 20 15 19 -14 -15 -16 22 27 -19 -20 -21 -22 -23 -24 28 29 -27 -28 -29 -30 -31
leaf_value=-0.0018637287357108809 0.00010515197782523948 -0.0012127713505592247 -0.00042451591632976585 0.00082710379511485583 0.0003518177802758958 -0.00070655877441493694 -0.00044183216690997268 -0.0010507105141918378 -0.00061518233503365829 -0.0011913833812606683 0.0003446187621764496 0.00080129532334135883 0.00091974581063263656 -0.0015643665036582663 -0.00085405868887162119 -0.00022163638695829252 -0.001153908797876809 0.00011424476538926211 0.00071151381424120028 0.00056840307912038015 -0.00052024463548336396 5.8519981444204539e-05 -0.0009947513333548113 0.00080895297908895015 -0.00025948860826216367 0.0011218560231609788 -0.001081607453371344 -0.00037954472800848086 0.0022956577078391792 0.00063117333997060837
leaf_count=17016 5181 13688 1172 5362 18013 12430 15877 17958 15716 30918 15517 2791 1334 7828 32608 22945 5784 11140 3221 8295 10938 3328 6580 7352 26966 11494 1582 24995 1029 2873
internal_value=0 -0.0900798 -0.0371858 -0.165519 0.0560205 0.0110096 -0.362349 -0.522219 0.047545 -0.364786 -0.0153627 0.106965 -0.324308 -0.346865 -0.263125 -0.0626419 -0.296702 -0.124128 -0.097084 0.0217405 -0.422308 -0.363941 -0.158943 0.238182 -0.0347592 0.415549 0.0979671 -0.215423 0.422505 -0.0712489
internal_count=361931 271923 218294 99023 119271 106605 90008 38302 94175 47037 51986 67319 53629 52295 51706 46624 44467 26856 19098 40925 41856 21286 29525 26394 32630 12666 17099 30779 8381 29839
shrinkage=0.00237797


Tree=131
num_leaves=31
num_cat=0
split_feature=1235 785 728 617 263 1430 50 727 1367 1354 470 1458 789 194 873 253 941 1022 471 464 1470 1292 803 1430 1298 706 50 470 1457 253
split_gain=1513.79 1254.79 865.025 618.363 507.381 473.281 461.247 324.799 320.145 296.509 237.51 225.425 206.376 218.212 204.899 191.199 176.834 179.254 173.671 162.791 160.31 153.038 142.579 142.494 141.294 138.64 132.28 151.172 125.229 121.309
threshold=-0.94625487755706195 -0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.8460070869938618 1.1248358748350926 1.5271592296785539 1.3467136707454657 1.0000000180025095e-35 1.9607587081991176 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2718061674828867 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 0.32445240196389019 1.0000000180025095e-35 1.0000000180025095e-35 1.4942246234200935 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 4 6 8 20 25 -1 12 19 15 13 16 23 28 17 21 -12 -4 -3 -6 -22 24 -8 -2 27 -9 -7 -10
right_child=1 2 10 -5 9 11 14 26 29 -11 18 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013075158009247659 -0.00047868064422287588 0.0001228799378871887 -0.0010443425937252246 -0.0007237075054380191 -0.00044587282000368127 -0.0004304033445369505 -0.00075240552653592016 8.5865647501841961e-06 -0.00049834058707214014 -0.00032178003256421947 -0.00057234305735730945 0.00025850303848663894 -0.00025578328394684655 0.00061525257036126803 0.00051376088037652693 -0.00074264590225443306 0.00080301079722770795 0.00023298857587391989 -0.00011255501428818914 -0.0005710336181146932 -0.00072899020488346262 0.00011061729191168542 0.00013790795263130806 9.246270670986095e-06 -0.00010167564282747597 0.00026531933954275928 0.00099852319351968191 0.0008335752743313734 0.00025163674495049323 -0.00097923002491349356
leaf_count=17386 3294 2801 16018 17779 8545 32032 6375 3457 13756 14755 21330 3689 9239 9047 4430 24879 2934 26711 12580 17369 27482 9005 1936 18511 6432 6474 7052 3987 2792 9854
internal_value=0 -0.117776 -0.166366 -0.0926306 -0.0538622 -0.41872 -0.188406 0.289294 -0.609216 0.0455476 -0.373364 -0.309242 0.0985469 0.14143 -0.0421574 -0.341921 0.0879021 0.0567008 -0.256301 -0.509664 -0.384065 -0.0980115 -0.434109 -0.100785 -0.267737 0.0219179 0.468862 0.292727 -0.244049 -0.453185
internal_count=361931 257543 233279 165982 148203 104388 67967 24264 40996 80236 67297 63392 65481 56242 35748 59703 47195 44261 33910 33387 32219 17550 29418 31318 12807 9768 14496 7444 34824 23610
shrinkage=0.00152578


Tree=132
num_leaves=31
num_cat=0
split_feature=65 871 785 728 784 921 1022 1016 50 194 795 513 712 1469 750 712 1469 1020 1458 746 1430 1430 1367 1454 62 747 943 727 902 1086
split_gain=1044.76 768.282 650.976 556.457 380.428 305.235 298.994 321.079 290.899 306.904 234.039 195.351 182.782 172.548 161.17 160.264 158.032 150.531 139.052 136.502 139.364 135.481 181.701 125.634 122.518 118.943 118.438 118.429 118.363 111.571
threshold=0.77605621623814935 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0454229551509682 -0.63779424894106762 -1.0588145806293296 1.0000000180025095e-35 1.0000000180025095e-35 -1.2083100587446829 0.44670980992553178 0.20667703603638712 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 1.4693784537238983 -1.5722412400100421 3.4436453420943347 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 6 -6 7 13 9 -2 11 18 -1 -4 26 -13 -5 -3 -8 20 -18 22 -14 -9 -11 -21 29 -7 -19 -10
right_child=8 17 3 16 5 27 10 23 14 24 -12 15 21 -15 -16 -17 19 28 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00075011898863377622 -0.0016725270212630042 -0.00095278089168886735 0.00013627624733299182 0.00040044376333084114 0.00022379946458931331 -0.00023666636259770367 -0.00010273495773736141 -0.00039922797974855398 -0.00011696286761755912 -0.0010777639865639575 -0.00037912886117237284 -0.00035663489736131561 -0.00033217881521401096 -0.0010869540627779079 -0.0012754454238228087 0.0011653814108500624 -0.0014632041733376898 -0.00032614018652755864 0.0005565181407992943 -0.00070739660748063351 -0.00065284568911594377 0.0012458329046383932 0.0010261649115553227 0.00026479914805165012 -0.00035206028633947054 -2.3792830794652988e-05 -0.0012544474112364075 0.0017161858871569716 0.0055931090212059421 -0.00069667945746290443
leaf_count=1830 22435 38656 3437 3669 21560 819 24685 14478 21036 15810 18442 1914 3683 20570 7679 6923 11289 10890 10050 18028 14694 9232 4898 12227 9548 9917 4410 4572 70 14480
internal_value=0 -0.0824456 -0.032827 -0.0701902 -0.00578145 0.202239 -0.0581631 -0.179828 -0.344519 -0.472577 0.0299519 0.107335 0.298958 -0.370058 -0.231161 0.354812 -0.253239 -0.327684 0.0383368 -0.283934 -0.404552 0.355367 0.181992 -0.0357494 -0.324419 -0.185065 -0.180127 0.598987 -0.116018 -0.141664
internal_count=361931 266533 216917 197274 139677 26951 112726 50712 95398 47793 62014 43572 19643 24007 47605 8837 57597 49616 34735 53928 25983 17813 8581 26705 25358 27945 39926 5391 10960 35516
shrinkage=0.00241443


Tree=133
num_leaves=31
num_cat=0
split_feature=1102 1097 470 799 62 188 1361 1229 859 705 1457 1469 1469 720 65 733 56 1458 21 338 43 1469 21 727 497 856 269 181 791 677
split_gain=998.844 684.103 478.844 373.001 341.153 335.027 327.313 280.082 240.747 209.847 205.118 165.412 158.558 144.869 139.482 134.458 131.215 127.451 119.077 117.307 116.037 112.706 112.378 111.479 111.173 110.803 109.09 108.259 104.407 123.561
threshold=1.0000000180025095e-35 -0.64966988391888181 1.0000000180025095e-35 -0.58454210970522613 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.54135187694831066 0.90721770011872871 1.2916200332612386 -1.2083100587446829 -0.61819632934197222 1.0000000180025095e-35 1.3605314985471562 1.0000000180025095e-35 1.0000000180025095e-35 1.9740088896168135 -3.2545899522946695 -1.2877342338965787 2.2744972866152193 -1.1138918620402491 -2.7818205974049124 -0.682906484622256 1.5332472853781953 0.8876910793899796 -0.36806838854686125 1.0000000180025095e-35 1.0000000180025095e-35 0.66908448271462528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 13 21 16 7 -1 14 19 17 -10 -7 -2 25 23 -3 18 -8 -6 -21 -4 -23 -13 -11 -5 -14 -20 -25 -30
right_child=3 2 4 8 9 12 10 -9 11 24 -12 15 26 -15 -16 -17 -18 -19 27 20 -22 22 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-0.001154285144774162 8.0165320973530458e-05 -0.00078914749310912398 0.00014985336300402574 0.00032168640157596357 -0.00070547150527769506 9.2602123411767275e-05 0.0021242448880823034 -0.00056228227632777782 0.00036077239575804643 0.00027937017789124528 0.00016466408953252145 0.00021354387747847978 -0.00069830963796963495 0.00060024592754326128 -0.00045080600425606609 -0.00062739121213770674 -0.00029574582852071924 0.00031038035554463954 -0.00042939469195335588 5.2951775293241209e-05 -0.00088767473579853232 0.0022193449153370712 -0.00043051809846493045 -0.00033637358860695652 0.00095905041379131569 -0.00024559272759323993 -0.00021864587248423959 -0.00079565203527100865 -0.00015545449222613238 0.00062394285629366959
leaf_count=19467 8102 27301 3877 21735 2618 11730 131 23543 4676 11232 5949 6262 7381 12215 3516 8265 7939 1999 39539 33928 1497 124 24343 27091 2439 3973 16878 12676 9192 2313
internal_value=0 -0.214593 -0.129817 0.0204868 -0.0287049 -0.263882 -0.358257 -0.518393 -0.0387553 0.0630882 -0.260202 -0.115974 -0.13109 0.256742 0.107568 -0.149872 -0.430003 -0.303437 -0.325272 -0.014576 0.0127377 -0.213267 -0.26755 -0.108707 0.264002 0.154964 -0.229379 -0.331581 -0.149865 0.0130539
internal_count=361931 254591 151287 107340 80058 71229 103304 43010 87023 51714 60294 57799 35989 20317 29224 53123 35240 54345 52346 38043 35425 28344 24467 44858 13671 25708 24259 52215 38596 11505
shrinkage=0.00154243


Tree=134
num_leaves=31
num_cat=0
split_feature=479 1423 785 728 852 1431 1458 125 464 727 1430 784 1442 1378 1030 1392 671 815 1458 21 727 519 1430 50 332 746 147 750 652 131
split_gain=970.132 801.412 639.275 615.551 404.498 344.562 292.5 194.512 218.897 184.798 171.943 171.697 158.631 153.634 137.158 135.517 122.305 152.242 121.812 116.766 116.543 113.8 107.44 107.327 123.777 103.181 100.865 100.737 97.7804 96.342
threshold=1.6834386678921571 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.0099929608726099 0.20667703603638712 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.54622893720785959 0.9594655836162902 -0.962738934255707 1.0000000180025095e-35 0.56670278469791524 3.1172922039692916 1.0000000180025095e-35 1.0000000180025095e-35 1.8460070869938618 -2.9709283393608152 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 2.9755377109647418 1.0000000180025095e-35 -0.98896428961744431 -0.37314326152536875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 7 8 20 22 12 -6 -3 15 19 23 17 -2 27 -14 -4 28 -1 24 -5 -21 -12 -8 -9 -27
right_child=16 10 3 13 11 -7 18 21 -10 -11 26 -13 14 -15 -16 -17 -18 -19 -20 25 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00032079536466388407 -0.0016207409787821301 -0.0011859922631730561 -9.8925287205943861e-05 -0.0011649633478349097 0.00026393420210567059 -0.00065309430583453088 0.00024811586906741643 0.00040745957047877857 -0.0001225287616263727 0.000860391360511847 -0.00027753116330868116 0.0010883961239054327 0.0040855711969449105 -0.00023641268930704067 -0.0011496529208463455 0.0028216602434242015 -0.00068546146454402386 -0.00083728837328215231 0.00079125444746453051 -0.00079625497460270088 -0.00098804837631543221 0.00048981001826197258 0.00054164582366333046 -0.00032853386252564834 -0.00060365755715062637 -0.00083951374048515297 0.0020147093802497231 -0.00057483922954562345 -0.00016224961561791827 -3.8503783063295359e-05
leaf_count=4591 12566 15363 3942 16665 15660 20249 25052 5662 20089 13125 12733 5435 79 21423 8255 192 20639 12281 6188 12651 14676 6179 4524 10991 18644 4004 280 3180 36776 9837
internal_value=0 -0.0954595 -0.0458085 -0.0800399 -0.0167351 -0.0569486 -0.0181265 -0.0812108 -0.196938 0.264524 -0.314029 0.234341 -0.373311 -0.259445 -0.297889 -0.333989 -0.449486 -0.567403 0.136426 -0.228205 -0.380563 -0.00231727 0.0572123 -0.342559 -0.405024 -0.236985 -0.101857 0.0790076 -0.0400949 -0.119858
internal_count=361931 316445 253243 231003 163088 141993 121744 87324 38707 22240 63202 21095 50189 67915 34826 46492 45486 24847 34420 26571 18618 48617 9115 46300 35309 26492 13013 28232 42438 13841
shrinkage=0.00208012


Tree=135
num_leaves=31
num_cat=0
split_feature=545 785 263 50 56 529 257 712 471 1470 125 942 728 1454 1367 1361 202 1028 1469 1430 1367 1436 1430 644 21 543 519 1442 112 548
split_gain=1509.37 1153.16 792.638 685.064 386.451 362.623 335.627 314.866 310.338 250.598 245.764 243.596 215.082 212.994 212.068 307.362 201.503 186.127 160.921 162.094 178.849 159.898 164.201 155.479 149.895 131.858 130.554 123.756 120.801 117.514
threshold=-1.0372938969678034 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -1.319112866592808 1.0000000180025095e-35 2.231519495564001 1.0000000180025095e-35 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 0.56345046278266753 -0.66275050977156291 -0.96833047545424733 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.34929633066952553 -1.0798509198017876 1.0000000180025095e-35 2.1420547332082829 -1.2625182715263061 1.0000000180025095e-35 -0.40317080334297789
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 3 4 9 11 10 -2 -4 -3 -1 12 18 -8 15 -9 21 -7 -5 20 -20 22 -6 -11 -15 28 27 -10 -23 -12
right_child=1 2 8 5 16 17 13 14 26 23 29 -13 -14 24 -16 -17 -18 -19 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010096058594161099 -0.00051971570904348389 5.2891020726416154e-05 -0.00017462043255514253 0.00032116816016844625 -0.00066220404809302642 -0.00060516100494346513 -0.00054693593604399765 -0.00026179036087128405 -0.00038437863185133866 -0.0005128727507625546 -0.00029016751073744092 0.00061846286783421884 -0.00029828954167625688 0.00031316606974364649 0.0006086070450898412 0.00054931689145911063 -0.00068784702291418845 -0.00021724808138951578 -0.00058745090523680717 8.112503075495069e-05 -1.5379357081551508e-05 0.00014804732872611935 -9.7818956252258398e-05 -0.00083214191249989791 -0.00029434501951195352 -0.00066444352477640757 0.0005092464793462981 0.00019338006994638155 -0.00044143268986395379 -0.00069695775982969808
leaf_count=17931 2514 3328 19681 8405 7500 13272 29965 5125 2624 23027 7461 3050 19606 3146 13364 5332 6677 23822 6521 21278 7676 12325 6222 24421 19907 1971 6485 20853 2793 15649
internal_value=0 -0.107785 -0.154732 -0.218252 -0.359993 -0.110724 -0.42288 0.266706 0.0593703 -0.492015 -0.582645 -0.0246075 -0.0525517 -0.316724 0.329851 0.127879 -0.209025 -0.275475 0.0200222 -0.0392601 -0.209064 -0.14374 -0.312536 -0.537356 -0.168416 -0.0189809 0.176282 0.109033 0.0399443 -0.444369
internal_count=361931 267872 241537 191894 88264 103630 94059 26335 49643 50776 41041 66536 63486 53018 23821 10457 37488 37094 43880 35475 14197 30811 13722 47448 23053 17089 29962 23477 15118 23110
shrinkage=0.00125009


Tree=136
num_leaves=31
num_cat=0
split_feature=545 785 332 188 959 540 257 712 728 873 125 194 1097 56 50 1010 1454 200 598 595 528 43 1457 846 789 21 1292 1430 678 1436
split_gain=1506.37 1155.42 831.451 810.461 592.062 383.916 335.499 316.242 268.681 261.259 260.278 238.388 223.206 207.013 283.786 199.279 198.916 194.158 182.542 179.012 170.745 170.676 156.969 155.841 148.99 145.387 142.799 140.898 135.089 129.324
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.98621059485438678 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.49008176997875957 2.242218440812676 1.0000000180025095e-35 1.5271592296785539 -1.2571877020351898 1.0000000180025095e-35 1.0000000180025095e-35 3.0713252103476614 -0.2363894608792538 -0.97734522064874174 1.0000000180025095e-35 1.0000000180025095e-35 1.3633726830512116 2.2744972866152193 1.5723103033889971 -0.48273133918595618 1.1248358748350926 -1.0798509198017876 1.0000000180025095e-35 1.0000000180025095e-35 2.9016603484412591 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 3 8 22 19 10 -2 -3 15 -1 17 -9 14 -14 18 -8 -7 27 24 26 23 -4 -19 -6 -18 -10 29 -13 -5
right_child=1 2 4 9 5 11 16 12 20 -11 -12 28 13 -15 -16 -17 25 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00089177128497857857 -0.00045350190354121389 -0.0001605378094027156 -0.00041999155020409787 -0.00051679851396469378 -1.1845723327352642e-05 -0.00034209704277225452 -0.00047119246830553828 -0.00028711100154734211 -0.00081485479168587924 0.00050358328989080011 -0.00047807551135071292 0.00044757119519018114 -0.0001423073499627907 0.00061944234764501564 0.00056280221482876583 0.00080475414547456455 0.00027274749052400574 0.00030412545110327272 -0.00036784153423355485 -0.00048021602327644457 -0.00020766933962397774 -0.00063960759810145751 0.00024938930885189987 3.9564214284653772e-05 -0.00042151633688361961 -0.00025641343314591176 -0.00051545173685018416 5.9002671312658188e-06 -0.00051792345470846087 -8.094297759647629e-05
leaf_count=17931 2514 8437 23910 6986 23065 5506 29965 2095 22985 2599 23110 10296 4999 11831 4896 864 3146 13939 21096 7854 4670 1600 1897 33416 5346 19907 16981 22001 676 7413
internal_value=0 -0.100291 -0.147414 -0.282672 -0.0417371 0.0208178 -0.415622 0.274099 -0.491259 -0.130382 -0.57576 0.105855 0.337192 0.392957 0.191661 -0.160604 -0.309319 0.0519082 -0.176587 -0.147273 -0.563393 0.0885722 -0.331571 0.1078 -0.0782416 -0.166016 -0.614443 -0.0918478 0.353615 -0.254112
internal_count=361931 267872 241537 114032 127505 101698 94059 26335 53073 60959 41041 65433 23821 21726 9895 58360 53018 54461 57496 36265 44636 48955 25807 47355 28411 23053 39966 36400 10972 14399
shrinkage=0.00110478


Tree=137
num_leaves=31
num_cat=0
split_feature=785 728 548 519 803 727 1378 470 476 723 595 395 1458 1022 1016 710 1309 21 1423 588 1080 1464 1174 890 746 927 388 578 705 547
split_gain=2024.47 1200.26 908.539 511.18 498.462 473.84 395.253 380.732 275.814 263.868 239.373 235.876 219.829 216.193 243.26 211.869 210.336 208.762 182.268 178.972 161.52 140.273 134.854 132.434 130.885 130.608 130.5 130.406 119.251 119.084
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.40317080334297789 2.1420547332082829 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70335058585943822 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.20667703603638712 1.0000000180025095e-35 1.0000000180025095e-35 0.44168008893566513 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 0.71188872395471614 2.2092738772757108 0.51136205849063443 4.967159382618811 -0.4085554837980378 1.0000000180025095e-35 1.0483613175537825 1.0000000180025095e-35 -0.87905496296652397 1.1641903760375707 1.4078093546699517
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 15 12 11 -9 -5 16 -4 26 14 -7 25 17 -3 23 -11 21 -8 -18 -10 -19 27 -2 -1 -25 -15
right_child=1 10 7 9 -6 13 20 8 18 19 -12 -13 -14 29 -16 -17 22 24 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0004422471113398501 -0.00065099688407590096 0.0012288075955829345 -0.0010571090346441331 -0.00064016424397202946 0.00010810858827318786 -0.00040690643994462523 -0.00045218677849417894 -0.00078798597172620888 -0.00063011693262388579 1.4102888034036193e-05 -0.0011200292985597236 -0.00071635344933517972 -0.00041037098339851628 0.00057487153476259458 0.00040311249000981691 -0.00086420965706803269 -0.00064327080852317304 -0.0010368315743754003 -0.00079263839278053121 0.00073915333381520312 0.00017188043290937893 -0.00011058921709044811 0.00094740129492474018 -0.00035117277477173089 -0.00079808870990169534 0.00056559214641877041 -0.0009666473702205703 -0.00038836599919429875 0.00011032067157135384 -0.00054679108095592353
leaf_count=1106 39531 214 25946 2653 7118 4211 28540 23882 7195 7659 20323 24250 18816 8458 3801 3309 22679 26751 6890 2177 2965 8079 257 13570 29711 1064 9536 7072 3630 538
internal_value=0 -0.531761 -0.456596 -0.349071 -0.390569 -0.00490395 -0.424447 -0.596253 -0.487049 0.011283 -0.720522 -0.728723 -0.51671 0.207638 -0.019787 -0.284227 -0.672242 -0.74052 -0.370932 0.149522 -0.274829 -0.310295 -0.51438 -0.295234 -0.749243 -0.141534 -0.586708 -0.224287 -0.207507 0.417369
internal_count=361931 332372 232437 127074 114585 29559 107467 105363 55167 12489 99935 50196 67883 17008 8012 12551 79612 56676 31285 9836 39584 36619 22936 24395 56462 9242 49067 8178 17200 8996
shrinkage=0.00120912


Tree=138
num_leaves=31
num_cat=0
split_feature=785 548 728 125 188 712 1445 789 921 519 21 470 533 608 869 1470 1100 758 526 1469 716 21 470 43 464 62 783 665 497 1009
split_gain=1613.8 1166.69 930.385 659.998 599.069 381.074 375.908 306.859 320.18 278.706 276.184 248.808 330.185 247.155 229.227 208.262 190.385 189.815 186.641 186.372 174.53 172.921 167.923 160.185 153.154 153.116 151.197 144.521 133.199 131.588
threshold=-0.86283290253235112 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.6380901172106308 1.1248358748350926 1.0525743831388839 2.1420547332082829 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 1.6293515030253838 -0.43523778982368799 1.0000000180025095e-35 -0.82670318039759672 0.39849607246918939 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.67845511463764618 1.1155635910225459 0.85652824257920523 3.0589865121061197 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 15 -1 7 8 9 16 -3 12 -7 24 22 -2 23 -11 19 -6 26 -13 -4 -5 -12 -24 -10 -17 -27 -15
right_child=1 10 14 6 18 11 -8 -9 20 17 13 21 -14 29 -16 27 -18 -19 -20 -21 -22 -23 25 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00068043396974291979 -5.0458060633125633e-05 0.0022745507555036325 -0.00067447856026118559 8.6720309315261145e-05 0.00030878631480210877 -0.0002753301002139913 -0.00056304773098921057 -0.00037893429238588264 0.00050978079129608642 0.00069827117654947424 -0.0011929303344892222 0.00034816376816531111 0.00065329722703166685 -0.0004769387032305724 -0.00085175255555307631 -0.00095109056869434588 -0.00062029887238190362 -0.00029069394969039031 -0.00059864455686441825 -0.00019609721976095022 -0.00026291662005171882 0.0010160201678513139 -0.00064894706354530875 -0.00036579094538534635 -0.00075050287351180825 -0.00017805146861630684 0.0013368493819899082 -0.00039375047338464664 0.0014849605788737445 -0.00092197892474089297
leaf_count=3225 3969 225 23642 41379 8708 6960 10955 12625 7079 7595 20191 5718 6066 30347 25227 23956 5398 2224 8086 26158 1903 7590 9088 8966 18686 17193 2384 6179 393 9816
internal_value=0 -0.241984 -0.178435 -0.103528 -0.250247 0.224508 -0.0031379 0.0358851 0.0812458 0.0282255 -0.477429 0.294341 0.1082 -0.485963 -0.380717 -0.4714 -0.0266381 0.31841 -0.101442 -0.0416516 0.373182 0.474548 -0.300287 0.00778098 -0.620466 -0.191987 0.474143 -0.53624 -0.0860945 -0.374602
internal_count=361931 332372 253107 177564 77056 29559 100508 89553 76928 65562 79265 26334 13026 79040 75543 34104 55743 9819 42952 34866 11366 13308 50316 50345 38877 26674 9463 30135 17586 40163
shrinkage=0.0015417


Tree=139
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 809 884 1168 712 1442 885 728 921 784 1367 1361 21 202 713 705 1455 43 470 789 1436 1430 644 791 713 269
split_gain=1227.75 845.518 718.535 598.42 345.228 332.491 332.275 318.198 296.763 268.248 242.975 242.38 229.779 268.101 205.478 283.527 169.733 168.9 168.797 165.259 155.271 142.156 130.534 132.801 128.946 130.586 128.06 122.194 121.836 120.224
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.56478982777245867 -0.63779424894106762 -1.2625182715263061 1.0000000180025095e-35 -0.49008176997875957 1.0525743831388839 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 0.56345046278266753 1.0000000180025095e-35 0.42325249380490987 0.75934798726561159 1.0000000180025095e-35 0.66595742291584703 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 -0.34929633066952553 1.0000000180025095e-35 1.0000000180025095e-35 -1.2832447556410924
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 4 11 6 -1 9 -2 -5 -4 -3 18 -14 15 -10 20 21 -11 -20 -7 24 -12 -24 25 -6 -13 -21 -9 -16
right_child=1 2 10 7 17 16 -8 28 14 12 22 26 13 -15 29 -17 -18 -19 19 27 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011532543924510129 -0.00064577549032495936 -0.00019239537896239932 -0.00019530199097861977 -0.00046803973487832601 -0.000681926611293943 -0.00031856264478248542 -0.0005574263459109857 2.6302457622208685e-05 -0.00036066445525604859 0.00032937027728473429 -0.00011850038045319315 -0.00062388832450439727 7.3837182459351926e-05 0.0010744968379066723 -0.0001916908588938164 0.00053682245448491482 -0.00053853111716705749 -0.0007831551436910905 -0.00033096266228169505 -0.00011118542641005981 0.00036446081323221523 -0.00065756803402596074 0.00042045778124745985 -0.00014115792697493869 6.952196872100436e-05 -1.707889184845795e-05 -0.00099401241057720229 0.00033716653581626193 -0.00065553873386470576 0.00069839462523339758
leaf_count=19828 2668 7441 17228 14541 5891 18548 25179 2828 5343 6930 6662 20121 7137 2915 1304 5636 38928 6012 23145 18064 3674 5603 19381 3898 13198 4760 20786 6731 14802 12749
internal_value=0 -0.106255 -0.149383 -0.212071 -0.348319 -0.380305 -0.534981 -0.1082 0.207035 -0.0569513 0.0589971 -0.477233 -0.00583651 0.261614 0.267593 0.0726561 -0.283161 -0.201914 -0.057104 -0.0997314 -0.13428 -0.142488 0.158424 0.223529 -0.0784676 -0.24906 -0.549231 0.00779324 -0.366979 0.419823
internal_count=361931 255774 228074 180905 83812 106157 45007 97093 27700 79463 47169 48348 64922 10052 25032 10979 61150 35464 54870 47940 22222 29452 29941 23279 23849 10651 40907 24795 17630 14053
shrinkage=0.00146723


Tree=140
num_leaves=31
num_cat=0
split_feature=545 959 263 50 785 257 705 785 1361 125 1376 652 1454 1154 1229 1453 497 21 1464 200 1367 921 789 1455 588 1375 755 705 1466 1030
split_gain=1043.63 746.9 626.758 681.115 446.817 278.092 266.158 238.677 229.724 226.654 204.969 188.917 176.778 169.094 159.867 157.731 149.963 148.616 139.3 136.131 131.359 121.359 113.786 113.135 113.116 111.502 109.783 106.718 105.196 104.74
threshold=-1.0372938969678034 -0.98621059485438678 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.86010604286694103 -0.86283290253235112 0.55035703183932794 1.0000000180025095e-35 -0.39507898286537607 -0.55024281929118113 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 1.5806666373291527 2.2206245932530155 -0.70163543588998201 0.33722957473813192 -0.36829310061983322 1.0000000180025095e-35 0.62154522891879982 1.1248358748350926 0.40822562400327617 2.250834115212506 0.59806352348768188 1.8349057301109672 -0.37336280154349982 0.57156622312866312 -0.28833227140160522
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 13 27 9 10 -5 15 -1 18 -9 -7 14 -3 20 21 23 22 -15 -2 24 29 -14 -8 -13 -11 -4 -10 -6
right_child=1 2 4 7 6 12 16 11 28 26 -12 25 17 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014099220536629498 -0.0012027658109123747 -0.001187577331689563 6.7481837436746968e-05 0.00068888474928188574 0.00018296671828157168 -0.00071603995067244974 -1.4287685735802306e-05 0.00018871725146095108 -0.00036926330031460185 -0.00057491811842584834 -0.00035060533998910239 -0.00021578724219616885 -0.00017433753522634471 -0.0011623401395757858 -0.00056116706801322624 0.00023774131946319727 0.0010565524959563802 -0.00048098238173438111 0.00039950847308388356 -0.00024726055683053645 -0.00067466748240505958 0.0007882210342396495 -0.00062090202238984529 0.00079799801291187834 0.00081695179568841555 -0.00089798342084326137 -0.0013161705234424302 0.00092640469156775123 0.00051811546849056078 -0.00028227356128194967
leaf_count=17931 15148 17849 2412 5512 18375 29965 16086 17566 10753 18041 30218 25013 5280 3636 12815 2171 3121 14812 11625 15860 20527 4042 4562 2961 2405 4678 5069 10141 2500 10857
internal_value=0 -0.0917679 -0.0433857 -0.165581 0.0524344 -0.358445 0.00902346 -0.0146177 -0.331782 -0.50887 -0.0515711 -0.0630873 -0.26121 -0.357356 -0.466119 -0.423475 0.173952 -0.125036 0.0285357 -0.207325 -0.460716 0.118414 -0.0354537 0.100938 0.0519835 -0.163426 -0.375003 0.395498 -0.0995964 0.00873334
internal_count=361931 267872 216773 102929 113844 94059 101291 52769 51099 41041 75637 47257 53018 50160 30664 37846 25654 23053 45419 19496 35675 22533 33794 8241 18491 29691 23110 12553 13253 29232
shrinkage=0.00191647


Tree=141
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 119 712 56 752 476 1298 1361 852 470 1022 705 471 1085 896 1470 188 543 269 272 519 871 644 1466 928 21 407
split_gain=1701.36 1232.23 932.708 684.081 538.119 392.598 307.377 303.4 282.725 278.985 377.821 242.35 235.92 229.245 220.784 198.03 194.272 190.58 189.165 176.172 157.932 153.895 148.411 142.563 142.44 124.009 121.772 113.883 113.407 112.818
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -0.76455979573956789 -1.0099296266851885 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 0.51747580830848527 1.0000000180025095e-35 1.0000000180025095e-35 -0.43454379769620094 -1.2718061674828867 1.0000000180025095e-35 1.0000000180025095e-35 -0.36806838854686125 1.6568181847307961 2.1420547332082829 1.0000000180025095e-35 -0.34929633066952553 2.0059357122245594 -0.52992354128753727 -3.2545899522946695 -0.68422620775809573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 18 28 26 10 -7 17 19 16 -5 -14 -4 27 -2 -9 24 -15 -11 -16 -8 -20 -6 -10 -3 -12
right_child=1 7 13 14 8 9 20 12 11 22 29 -13 15 21 23 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00054409572005722627 2.701402146060742e-05 0.0015934582847630348 -0.00089088925254039307 -1.6649846566205347e-05 -0.0003732472154804249 -0.0003157417705706157 -3.0280388218129774e-05 -0.00086249855247708042 0.00041737357770687807 0.00067167002035243867 -0.00015551831387791172 0.000408358660743491 -0.00047046153969664749 -0.00054264031306975756 0.0002257550103350823 -7.2006316929771152e-05 -0.00045347418854639691 -0.00016924780904235015 -0.00045459311028979909 -0.00045723710295515486 -0.00074252956581075623 -0.00018211903530718655 -0.00022122537233038625 0.00069711263157127277 -0.00055046902813066917 -0.00079942631311607625 0.00047623024980815258 9.2196120403880337e-06 -0.00078413273256006067 0.00065738599027904596
leaf_count=3225 3113 102 15441 19285 19603 5918 17943 14740 5817 13029 1158 7584 20596 14279 13633 12952 14525 28930 14130 17942 3158 17001 1138 4464 4317 16781 1054 11379 33603 5091
internal_value=0 -0.240798 -0.163491 -0.0909077 -0.161799 0.237219 -0.314443 -0.444858 -0.0537582 0.307851 0.0971332 0.0173724 -0.365259 -0.390324 0.133936 -0.248313 -0.530969 -0.0372785 -0.455956 -0.501386 -0.153826 -0.271635 0.485541 0.279587 -0.0976817 -0.511036 -0.261792 0.121639 -0.62246 0.412571
internal_count=361931 332372 232437 171191 133809 29559 59442 99935 74367 26334 12167 53710 66230 61246 37382 33548 29966 46126 34024 32682 25418 31280 14167 18097 22260 30911 20657 17196 33705 6249
shrinkage=0.00124186


Tree=142
num_leaves=31
num_cat=0
split_feature=134 683 1030 56 188 795 1238 539 1469 464 705 1091 869 728 1373 824 789 795 781 852 1458 819 1458 1292 705 595 664 1354 1464 51
split_gain=1018.2 767.9 655.419 504.437 602.152 404.477 213.451 210.82 197.848 187.169 182.249 181.431 178.64 173.923 172.518 147.877 139.046 135.986 134.21 132.113 129.448 126.368 117.944 107.172 98.0662 95.7062 95.3344 94.409 92.3903 92.1974
threshold=1.35321484427453 -1.07329023030195 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.29258408639884992 1.6236383842237581 1.0000000180025095e-35 -0.39788720369829361 1.0000000180025095e-35 0.42325249380490987 1.0000000180025095e-35 -0.57653763495970078 1.0000000180025095e-35 -1.2601938093385081 1.6273301965107299 1.1248358748350926 -0.29258408639884992 1.0000000180025095e-35 1.0000000180025095e-35 1.3871924613545163 1.0000000180025095e-35 1.6687882578741802 1.0000000180025095e-35 0.3847065924170836 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4925201905101055 1.0111847875080273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 11 6 10 9 25 -2 26 22 16 15 -6 20 -7 24 -12 -14 28 27 23 -3 -16 -4 -5 29 -1 -9
right_child=7 2 8 5 14 12 -8 21 -10 -11 18 -13 19 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00063304700715715277 -0.0017898248786220254 -0.0016335245636677881 -8.2839409625698349e-05 0.00050411711679114175 -0.00067725552698469458 0.00074366806153858712 -0.00059050043279985009 -0.00023094845370134104 -0.00097563863242008237 -0.0009264322086787051 0.0012364606226867125 -0.00041434191491867113 -0.00043631952063408511 -0.0012349217215050256 0.00018011923202227378 -0.0011644824946678866 -0.00057460270883740491 -4.3571543633891572e-05 0.00034001369213010064 0.00013390067297835718 0.00049867005316166636 -0.0014781797959383268 0.00049547214171522349 -0.00080263644406996886 0.00096350348318877696 -0.00096594249288498989 -0.00041264977994683581 -0.0011335675324739996 0.00051716749781514925 -0.0010396950875167304
leaf_count=28020 18369 12891 14677 16805 6885 9465 3883 16976 27355 16402 15347 16837 24599 21042 7827 11787 2435 19519 5222 16626 3446 5801 1143 8039 7755 4756 3669 7101 2043 5209
internal_value=0 -0.0975581 -0.0450029 0.00820259 -0.116314 0.0991121 0.234586 -0.39111 -0.268233 -0.525002 0.272963 -0.319928 -0.0168028 -0.309779 0.0409459 -0.238682 0.190395 0.0935641 0.398939 -0.0789161 -0.170649 -0.280721 -0.461911 -0.5037 0.228919 -0.110276 0.14117 -0.227612 -0.217619 -0.163452
internal_count=361931 292073 225735 178947 80896 98051 44926 69858 46788 34771 41043 38910 53125 66338 41986 45296 11900 35101 20569 41225 33509 35087 22073 20930 15582 19433 20474 29286 30063 22185
shrinkage=0.00252651


Tree=143
num_leaves=31
num_cat=0
split_feature=681 253 785 728 1442 1011 470 1445 125 464 664 1469 734 1430 1436 733 21 395 727 497 1470 527 885 1430 21 1445 789 150 43 789
split_gain=980.846 856.298 537.259 480.575 356.127 324.131 303.741 269.258 235.641 202.648 193.4 177.441 167.949 167.329 276.879 158.457 156.225 157.126 149.953 148.478 127.039 122.941 114.985 113.156 110.469 116.197 110.386 106.692 105.451 100.166
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -1.2625182715263061 1.3326183996331451 1.0000000180025095e-35 1.6380901172106308 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 -0.95652820086619317 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.189441983669046 1.0000000180025095e-35 1.0000000180025095e-35 1.9107088128239058 -0.030005315847450493 0.86558768754863191 5.4658443334279108 1.0000000180025095e-35 -3.9164670491403295 -0.68639091397834817 1.1248358748350926 -0.5522941408254326 1.0000000180025095e-35 1.1248358748350926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 5 23 7 9 8 11 21 19 20 -7 14 22 24 17 -2 -1 29 -4 -6 -13 -3 -5 -26 27 -10 -15 -8
right_child=16 4 3 15 6 12 10 -9 26 -11 -12 13 -14 28 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00019269095957098165 -0.0015562586163589999 -0.0016000773130450318 0.00095178057317141826 0.0040592072597354228 -0.0014685854116740233 7.594416510180376e-05 -1.6190160363097973e-05 -0.00081283096920655481 -2.8086498824946029e-05 -0.00046891099790872929 -0.00087904499463202371 -0.0012358529845900379 0.0010963109630106591 7.5447859179869216e-05 -0.00013787138380394335 -0.0012124393616765095 -0.00012208350274312362 -0.00088877713440732641 0.001045613468669759 0.00090620191029194862 5.493910918541127e-06 -0.00040828870181796868 0.0034160838674503324 -0.0008904032704803727 -0.00018368618341457188 -0.00072164164784280357 -0.00032505020248835162 0.00070333861810489167 -0.00063237288762245532 -0.00079169844676520336
leaf_count=7604 20141 11529 4716 99 15792 6520 25867 12906 6307 20869 8831 12976 8183 27184 14739 10410 3826 21532 11127 3278 10583 4049 119 17285 20358 23920 4217 15342 6750 4872
internal_value=0 -0.102336 -0.025421 -0.0610777 -0.253984 0.00163923 -0.187866 -0.0356987 -0.00373706 -0.328629 -0.0740346 -0.0632224 0.271457 -0.113538 -0.238262 -0.236525 -0.446252 -0.488439 0.283917 -0.00972314 0.127894 -0.504335 -0.484322 -0.472008 -0.183806 -0.190043 0.151454 0.206227 -0.0216923 -0.0551402
internal_count=361931 316432 204060 185329 112372 130542 83558 115839 102933 40710 42848 77067 14703 61768 27834 54787 45499 41673 18731 34017 15299 19841 13095 28814 44377 44278 25866 21649 33934 30739
shrinkage=0.00243526


Tree=144
num_leaves=31
num_cat=0
split_feature=481 819 391 1147 800 608 1459 1436 1361 1469 1016 476 1464 1442 497 785 961 959 962 1458 1462 21 710 65 764 859 181 1426 1437 902
split_gain=941.767 617.555 534.956 324.321 319.307 254.103 245.076 238.441 349.85 248.998 206.958 202.181 199.272 166.497 157.747 143.055 129.895 118.257 117.216 109.035 108.126 107.68 105.27 104.901 104.225 94.145 91.9633 91.7964 83.8621 83.3691
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.57812715656594349 1.0000000180025095e-35 0.49900387419946662 1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 1.0000000180025095e-35 -1.0099296266851885 0.2291445000830519 1.0000000180025095e-35 2.5623266075722904 -0.86283290253235112 1.4434549736607505 -0.68169868102075137 0.78457125397875782 0.24391125146464598 1.3486267157170617 -3.9164670491403295 2.0142775757586349 1.3605314985471562 0.86902127609914837 -0.54135187694831066 1.0000000180025095e-35 1.0000000180025095e-35 0.72713696786055593 3.4436453420943347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 18 10 12 8 9 -1 -4 -9 16 27 21 -13 22 -15 24 28 -14 -5 25 -3 -2 -6 -19 -7 -17 -27
right_child=4 23 5 14 6 13 -8 11 -10 -11 -12 15 20 17 -16 19 -18 26 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.000710352426046235 0.00081078939448959357 -0.00092122457916563852 -0.0013700741847175357 0.0039911727002298423 -5.2582412371350072e-05 -0.00045902393950949611 0.00035977145051949969 -0.00034070247885890128 3.1133280889131014e-05 -0.00097476178403455797 -0.00065586713556652467 0.0010208579472924086 4.6249527814592384e-05 -0.0007435652387758208 0.0011461455483203944 -0.00010442214230227714 -0.001123945932543704 0.00017063672781492397 -0.00032453829442812579 0.00060125851043549207 0.0010779732958303789 -0.00077252153410415562 0.00079128037845454407 -0.0015448852770851267 0.00012613782764995057 -0.00050665018218201327 -0.00067752779506567327 -0.0010816913167385983 0.00048774934774681468 0.0039766695297232214
leaf_count=1906 13808 26696 20166 75 14742 11500 18471 16112 24208 19828 22025 4234 16949 6352 820 20131 4941 12876 3137 8910 2113 25326 1668 9923 6031 29242 3392 10353 5921 75
internal_value=0 -0.210314 -0.169018 -0.085138 0.0164414 -0.302699 -0.0407253 -0.0343518 -0.14859 -0.35688 -0.434119 0.0534489 -0.0971753 -0.197581 -0.302984 0.126252 -0.165405 -0.0794573 0.219742 0.0829853 0.0769947 -0.337772 -0.133682 -0.482479 0.272907 -0.153202 0.0048525 -0.335506 0.0167965 -0.221769
internal_count=361931 250754 214135 127471 111177 86664 88201 101250 45942 21734 42191 55308 69730 44473 26221 39196 50668 22620 22976 34962 19062 25401 45727 36619 19839 44059 16268 21853 26052 29317
shrinkage=0.00222453


Tree=145
num_leaves=31
num_cat=0
split_feature=785 728 548 125 50 727 194 1378 595 529 150 710 789 1470 470 497 21 1309 21 1373 852 723 665 62 1100 478 612 539 533 578
split_gain=1836.13 1291.21 985.471 682.836 508.614 446.729 330.254 315.51 309.487 237.809 233.989 199.511 195.153 185.792 183.171 181.105 175.4 173.516 172.632 169.786 161.221 139.016 138.165 137.26 132.776 129.568 127.528 125.552 195.199 124.802
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.572229863602436 0.44168008893566513 1.1248358748350926 -1.2126727935954851 1.0000000180025095e-35 1.7001250133015622 1.0000000180025095e-35 0.81883784246325297 -3.9164670491403295 -0.35286549756995528 1.0747610123934368 1.0000000180025095e-35 0.85652824257920523 -0.37712515092315846 1.6293515030253838 1.3930357108364988 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 11 13 19 9 17 -5 29 15 -2 -4 -12 25 18 -3 -6 -9 -17 -15 -8 -16 -7 -20 28 -18 -1
right_child=1 8 14 10 7 16 23 20 -10 -11 12 -13 -14 22 24 21 27 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00063149188104617924 -6.5594711950279149e-05 0.0017716222284878107 -0.00056939410189606947 -0.0001188469490859522 -0.00030559863448361612 0.00029461464955241436 -0.00040378847641560166 1.8729333239056012e-05 -0.000714159612642724 -0.00056635211775753246 0.00017175228541662591 -0.00046799318414332401 -0.00017138618363213122 -0.0006151798019408902 -0.00025377578056458614 -8.728878624330471e-05 1.9927969829284081e-05 -3.8860644167407455e-05 -0.00034109637400781613 -7.1541931058618859e-05 0.0004161709344067294 0.00070817308941722979 -0.00026032498706062761 -7.1355255433418473e-05 -0.00062171607762388759 -0.00052523270041082617 -0.00069228856244724687 0.00079326169301811552 0.00076914218463534543 9.3595849676068867e-06
leaf_count=1250 4006 113 26733 13313 23454 6078 7282 22120 20323 28774 19562 3309 4599 23899 22462 983 2589 7323 37708 26801 4265 4049 6114 17117 5678 815 5694 5246 2280 7992
internal_value=0 -0.256425 -0.177387 -0.109606 -0.182576 0.239122 -0.331583 -0.0801197 -0.464199 -0.407164 0.0983099 -0.0355899 0.190432 -0.475446 -0.43264 0.256104 0.435927 -0.322714 -0.375689 -0.176064 0.0864579 0.565466 -0.537257 -0.162463 -0.320877 0.202651 -0.383951 0.592115 0.376208 0.0981
internal_count=361931 332372 232437 177564 135058 29559 58418 76640 99935 79612 42506 12551 29193 34019 54873 24594 17008 50838 43515 50255 26385 5032 30013 24399 28140 6893 43402 10115 4869 9242
shrinkage=0.000999339


Tree=146
num_leaves=31
num_cat=0
split_feature=1309 476 1022 800 1361 785 21 131 257 728 263 728 1436 852 785 1469 1469 1459 125 341 205 941 62 728 1361 953 1373 781 890 50
split_gain=1279.73 813.989 592.495 512.171 477.678 400.499 313.891 307.854 303.429 294.997 262.764 238.409 221.086 207.588 180.024 170.066 168.942 165.389 151.199 150.3 149.598 143.581 124.365 120.088 112.155 111.592 110.672 110.474 110.355 101.663
threshold=1.0000000180025095e-35 -0.39677154503368783 1.0000000180025095e-35 -0.57812715656594349 1.0000000180025095e-35 -0.86283290253235112 -3.2545899522946695 -0.37314326152536875 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 -0.86283290253235112 -1.1729032349805202 -1.2673214316849539 0.43577943106047246 0.58518330826110332 0.76477020397632989 1.0000000180025095e-35 3.0707296396180284 -0.37712515092315846 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -1.2601938093385081 1.0000000180025095e-35 -0.71339486274837316 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 19 12 23 -1 29 10 13 -8 18 16 15 -6 -5 -3 24 -9 27 -17 22 -16 -4 25 -10 -18 -2 -14 -7
right_child=3 2 5 9 14 7 8 11 17 -11 -12 -13 28 -15 21 20 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021154994320955233 0.00065958643368137313 9.6021310419671895e-05 -0.00063169582624366489 0.00038983757105813587 0.00045008940380730778 -0.00086264613530761766 -0.0013350401208662411 -7.1143876860208243e-05 -0.0012546738578687513 -0.00046728760410495436 -0.00073219340374459452 -0.00044001027205410262 -0.0011793041224779862 0.00045020172772296962 -0.00068132755921159382 -0.00033348161981035918 -0.00165206463939586 -0.00020459082237238478 0.00036408113065753339 -0.00022944486202769169 4.4909771907489696e-05 0.0014489780146732445 -0.00022689675395683544 0.00069711850091172198 -0.00052440921124880489 -0.00064679869797337698 -0.00096628571251280494 0.00013387093976217998 -0.00017486948421544419 -0.00035961340885288102
leaf_count=349 14045 1513 825 6365 3120 8328 19769 26967 7427 24011 23981 14825 1923 8138 10783 26928 4310 12151 11301 3534 19236 429 21780 6967 26244 8959 23009 5785 6999 11930
internal_value=0 -0.267686 -0.178983 -0.00512374 -0.31884 -0.0647469 -0.426432 -0.11286 -0.435336 -0.0799476 -0.581701 -0.0369611 -0.496072 -0.0104531 -0.157186 -0.0575143 -0.594436 -0.334768 0.039813 0.245204 -0.100865 -0.205378 -0.222363 0.343054 -0.398773 -0.543246 -0.638336 0.307493 -0.213466 -0.335015
internal_count=361931 253889 155009 108042 73866 81143 98880 73351 98531 84678 43750 53093 37754 60667 36112 52529 28832 54781 38268 23364 46164 32992 32563 7792 42630 16386 27319 19830 8922 20258
shrinkage=0.00165947


Tree=147
num_leaves=31
num_cat=0
split_feature=785 728 1307 181 852 712 784 746 921 595 602 1367 1361 677 529 795 878 705 1309 1235 21 21 263 519 612 716 56 50 203 1458
split_gain=1607.19 1195.46 923.75 701.811 546.778 397.878 359.378 354.271 329.64 298.318 273.88 266.77 358.116 249.083 242.828 233.904 173.923 167.057 166.37 163.008 156.518 153.422 134.994 130.85 124.407 114.941 114.623 133.444 113.012 112.713
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3390041783085433 1.0000000180025095e-35 -0.22706799479215015 -0.63779424894106762 0.9594655836162902 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90721770011872871 0.81883784246325297 -0.94625487755706195 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.39849607246918939 1.0000000180025095e-35 0.55630078546380823 1.6436232400911501 0.24391125146464598
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 13 -1 7 10 -8 14 -6 12 -7 16 18 17 -2 -9 20 -4 -3 28 -5 29 26 -10 27 -22 -13 -15
right_child=1 9 19 22 6 11 8 15 25 -11 -12 21 -14 23 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00049238623025985853 -0.00061334309604808368 0.0018090751094940452 -0.00061188842540365511 -0.00054467656288366027 -0.00041520528409881227 -0.00029851349855225751 0.00014728094165180711 0.0001021145506003545 0.00093605336962474255 -0.00074531512853563469 -2.2954907893643919e-05 0.00034743225553464764 0.00041593492230586815 -0.00024384238754409282 -0.00059328054162256045 -0.00014621186260952408 -0.00023416107329202646 0.00045000767255996322 -2.9657366081345414e-05 -0.00033485541223629773 -0.00061890794255328849 0.00066770948536962714 -0.00027428467541453942 0.00022654739140245722 -0.00072125900387730963 -0.00010684100324836404 -0.00023884776841905773 -0.00016105912451974024 -0.00051152900871389944 4.0534218139974957e-05
leaf_count=3225 11678 113 25019 18177 16017 5593 13870 19843 3327 20323 18499 5716 5968 21608 28774 11429 13175 7847 7323 19755 12895 8318 18928 4111 5694 521 20446 4367 739 8633
internal_value=0 -0.246918 -0.170827 -0.112513 -0.0548343 0.218159 0.038394 -0.0233599 0.28254 -0.4479 -0.177606 0.289655 0.0737019 -0.207658 -0.391816 0.0973701 -0.371687 0.191101 -0.306162 -0.45019 -0.35834 0.455972 -0.371884 -0.103227 -0.36627 0.754761 -0.324076 -0.458283 0.237372 -0.150029
internal_count=361931 332372 232437 187663 150558 29559 91353 73635 17718 99935 34516 26334 11561 59205 79612 39119 24853 27690 50838 44774 43515 14773 37105 34352 43402 3848 37708 17262 6455 30241
shrinkage=0.00107136


Tree=148
num_leaves=31
num_cat=0
split_feature=1100 181 800 728 852 56 119 134 677 1453 1016 784 815 782 878 815 526 476 21 781 705 1154 1022 689 1016 50 1458 921 705 816
split_gain=960.602 819.058 624.386 488.091 330.76 217.418 263.357 209.364 178.136 175.29 171.729 170.269 189.283 199.196 188.588 151.301 149.254 148.704 138.702 133.096 130.165 128.785 117.54 114.487 112.757 109.911 108.426 100.451 99.5378 91.2141
threshold=1.6293515030253838 1.0000000180025095e-35 -0.57812715656594349 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 1.0000000180025095e-35 1.35321484427453 1.0000000180025095e-35 1.1343281912642689 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 -0.33729624418304543 1.0000000180025095e-35 1.0000000180025095e-35 2.3757057381457001 -1.0099296266851885 -3.2545899522946695 1.0000000180025095e-35 0.35900932482519943 1.0000000180025095e-35 1.0000000180025095e-35 -0.4288425582216272 1.0000000180025095e-35 1.0000000180025095e-35 0.24391125146464598 1.0525743831388839 0.91578345598269018 6.0906794990390116
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 6 -1 11 10 16 -4 12 14 -14 29 21 17 -3 -2 20 -7 -5 24 -17 -20 -19 -10 -13 -15 -6
right_child=18 9 3 15 7 19 -8 -9 26 -11 -12 27 13 28 -16 23 -18 25 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00052514276148908233 0.0029681086577426209 -0.001109358709289563 -0.001183135445145006 -0.00125211802821798 -0.00068537378511341587 0.00039000092415379396 0.0004016631291867504 -0.00048643678778336039 -0.00033694466815470723 3.2883237803606305e-05 -0.00035080480798995025 0.00040706372087399585 -0.00020488052029993167 0.00029958092918783131 8.7630645413739569e-05 5.6223723417705344e-05 -0.0013545770249520008 -0.00081422032510804806 -0.0015881262714107236 0.00012321333199464727 0.0010707991437636697 -0.00058477930842705539 -0.00073679491653935237 -0.00055501653624228427 -0.00089519173475380211 -0.00028803583812730884 0.00020998298463611052 0.0013510691245102622 0.0008939899318996077 0.0023832500036517143
leaf_count=11018 135 14389 10270 12491 12911 9566 12120 12245 22484 6023 11659 9486 10836 15946 15732 8561 9046 15427 13186 9218 9869 15856 23999 22121 11617 17436 9247 2294 6582 161
internal_value=0 -0.0998782 -0.0502119 -0.10457 -0.0433103 0.141012 -0.00624258 0.0315412 -0.171761 -0.324751 -0.32643 0.0688623 0.026756 0.121957 -0.0986486 -0.274917 -0.363604 -0.316703 -0.439885 0.252061 0.34226 -0.397729 -0.448007 -0.175334 -0.568161 -0.243287 -0.0808296 0.28181 0.223632 -0.296289
internal_count=361931 312994 250673 198882 139853 51791 23138 86193 53660 62321 21929 73948 62168 33364 28804 59029 56298 47252 48937 28653 19435 28347 48802 30682 24803 32863 31731 11780 22528 13072
shrinkage=0.00214713


Tree=149
num_leaves=31
num_cat=0
split_feature=67 1235 125 188 785 678 1361 803 547 664 1229 1431 1450 832 785 1467 62 21 1436 1430 1469 1469 1466 727 257 56 21 1160 21 902
split_gain=932.498 599.992 439.791 425.969 298.199 288.66 267.52 256.25 200.229 195.37 195.212 169.284 153.262 146.206 139.189 139.011 133.387 122.531 120.793 124.992 148.879 116.667 110.965 106.642 105.072 163.597 99 97.9592 94.4695 91.4727
threshold=1.0000000180025095e-35 -0.94625487755706195 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.34708990927187483 1.0000000180025095e-35 1.9682860324222273 0.55489234843406188 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 -0.2957953744690755 -0.11817534076642704 -0.86283290253235112 4.1209713034531967 -0.97978507835213413 -2.7818205974049124 1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -0.39788720369829361 0.46396587401086814 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 -0.70163543588998201 3.4436453420943347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 16 23 9 10 8 11 14 -1 12 -6 29 -4 17 -3 -8 19 20 -7 -16 -14 -2 25 -19 -15 -18 -26 -5
right_child=4 2 5 13 7 18 15 -9 -10 -11 -12 -13 22 26 21 -17 27 24 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0015363930568764029 0.00018977629512617435 -0.0014649773962083109 0.00049043572500279446 -3.324935471047511e-05 -0.00014104655958928485 0.0014057491226987591 0.0024584914232206176 0.00075777233047029336 -0.0005742540670722661 -0.00070864802373332442 -0.00078490693906744613 -0.0005041322834620993 0.00011024865222977622 0.0034012406891286303 4.4706801114948703e-06 0.0017447032796130406 -0.0010121430009450122 -0.0013756764066547727 0.00041691465605328169 0.00031073675600888076 -0.00065667200799811288 -0.00040157535603872415 0.00062992969883484903 0.00096330364055398029 -9.5870367671622886e-05 -0.00052473394477447729 -0.00055147835700670284 -0.00049736975074407802 -0.00061100581148851362 0.0036921969547384762
leaf_count=14518 4317 8244 4433 20266 34653 519 176 5494 13404 14560 17449 10888 29009 76 20143 425 17151 8336 16529 5963 6135 25957 7912 6414 9965 11216 17459 13063 17159 98
internal_value=0 -0.207641 -0.141562 -0.269529 0.01774 -0.0537774 -0.373486 -0.0176515 -0.0435169 -0.132459 -0.546948 -0.00857062 0.0252275 -0.122571 -0.0765464 -0.274618 -0.451495 -0.286724 0.104215 -0.0429417 -0.236065 -0.111111 0.113995 0.322824 -0.294878 -0.425233 -0.265833 -0.386493 -0.212466 -0.00676053
internal_count=361931 249840 170596 76357 112091 94239 79244 101360 95866 65093 31967 82462 71574 37899 50533 47277 38458 46852 29146 12617 6654 46100 36921 10731 46676 19552 17535 30214 27124 20364
shrinkage=0.00198015


Tree=150
num_leaves=31
num_cat=0
split_feature=785 728 548 43 1148 712 1022 1154 595 804 21 1298 1361 529 789 513 705 21 470 1309 1458 1469 852 1454 21 588 1100 194 395 50
split_gain=1283.36 1132.73 787.909 547.31 435.465 349.231 346.791 445.747 276.038 227.447 224.897 223.492 307.226 217.536 189.875 211.459 214.554 184.226 164.389 154.6 147.995 143.032 130.795 128.996 123.533 121.423 118.021 115.57 115.063 114.117
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 0.85514867284464147 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.45538871002063286 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0454229551509682 0.32046342343737316 -3.2545899522946695 1.0000000180025095e-35 0.81883784246325297 0.24391125146464598 -1.2791237062730081 -0.22706799479215015 -0.2363894608792538 1.0000000180025095e-35 2.250834115212506 1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 7 21 10 -6 -3 12 -7 19 15 20 -17 -4 28 29 22 -2 -8 -9 -13 -18 -20 -5 -19 -12
right_child=1 8 17 27 9 11 14 23 -10 -11 13 24 -14 -15 -16 16 25 18 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00061161427945609901 0.00037805814804114761 0.0022275198108123993 0.0023505885620039328 -0.0006530894231784178 0.00011255956180890271 -0.00032186783950425478 -0.00032710852419346262 -0.00023521090550149287 -0.00093152320791693233 0.00065645639845288985 -0.00055984188213376257 0.00035578686492492457 0.00055514281493877554 -0.0007366701311329846 -0.00028241183990851247 -1.3268259621287658e-05 0.00057936088394922567 -0.00096181982517740312 -0.00028590662754039524 -8.4237227122413357e-07 0.00028266703841581161 -0.0006661694778540263 6.1111959449489914e-05 0.00015568473204390318 0.00087175534518678377 0.0016042516109112085 -0.0008020121260995266 -0.00029387586053844641 -0.00052366086905731484 -0.00019410543834488879
leaf_count=3225 1123 200 148 15203 17946 5918 12798 15010 20323 8909 32940 6192 6249 28687 12454 5374 6104 14048 22412 7323 10939 23064 16318 13073 7975 910 5661 18339 12604 10462
internal_value=0 -0.200648 -0.126068 -0.0653816 -0.0141493 0.218448 -0.0681179 -0.196326 -0.399573 0.207563 -0.345228 0.285878 0.0961002 -0.352238 0.024298 0.0751793 0.289992 -0.359866 -0.367981 -0.270398 0.00388132 -0.419591 -0.0707106 -0.0334825 0.44696 0.498442 -0.260915 -0.30769 -0.502697 -0.321817
internal_count=361931 332372 232437 177564 144022 29559 117167 52270 99935 26855 79612 26334 12167 79412 64897 52443 12388 54873 54725 50725 40055 24187 29116 28083 14167 7014 28073 33542 26652 43402
shrinkage=0.00144749


Tree=151
num_leaves=31
num_cat=0
split_feature=203 1285 785 728 942 1022 1154 263 188 519 941 712 1469 683 791 1367 1361 964 746 727 815 1436 1223 727 588 734 1361 200 954 1454
split_gain=914.064 752.675 582.524 571.002 360.722 344.164 350.551 222.75 216.201 181.728 181.563 176.508 174.577 156.901 184.048 155.017 205.56 144.502 142.343 141.426 139.505 130.748 128.542 124.86 115.551 114.354 113.501 112.576 109.723 109.36
threshold=1.3520813746060025 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.3389284674382023 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 0.85078777678020689 -0.63779424894106762 -1.2673214316849539 -1.07329023030195 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.29053103139419062 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.682906484622256 2.250834115212506 1.968508212070009 1.0000000180025095e-35 -0.67281916063428748 0.98873640907070304 3.8331818028246452
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 6 12 8 -2 13 -6 -1 -4 -7 23 16 -13 20 22 -11 26 -14 -3 -15 -21 -25 -5 -9 -22 -8
right_child=7 18 3 17 10 9 29 27 -10 19 -12 15 21 14 -16 -17 -18 -19 -20 24 28 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00068550772769517248 -0.001642103483861195 -0.0013592147709391097 0.00064041064453939972 -0.0014471221803153435 0.00033169699882086481 -0.00042602542588140736 -8.3784356848895617e-05 -0.00080490075145903551 -0.00077893748523321694 -0.0003943363418320431 0.0013822023659335804 -0.00041850854322906226 -0.0011157980781283524 0.00048669288958390279 0.00059859396420119482 0.0011016599694827294 0.00096343450026851335 -0.0001120356250063695 -0.00047528765563787506 0.00071684982145821805 -0.00054635968416860226 -0.00030170315684371202 -0.00065528089785907469 -0.00023641116765865653 0.0023331815402383885 0.0010479566360322417 -0.00069661144066776159 -0.00024067009767455243 0.00069218374708155295 0.0020441009149058512
leaf_count=2039 17569 13601 1685 10549 13337 15121 31140 21286 17118 2098 4122 4060 20671 7369 12478 10926 4361 12690 29730 7019 24463 6300 14222 26892 882 1362 12994 13783 1615 449
internal_value=0 -0.0799868 -0.0307289 -0.0652338 -0.00210806 -0.0393133 -0.160342 -0.360406 -0.500268 0.0481383 0.258852 0.271351 -0.34451 0.00709546 0.058008 0.325535 0.130757 -0.245574 -0.304142 0.282697 -0.301978 -0.392228 -0.422345 -0.0139182 0.393586 -0.0732387 -0.434785 -0.246758 -0.198079 -0.0207938
internal_count=361931 292175 234622 213236 150925 133466 60245 69756 34687 73221 17459 21386 28656 63222 48101 19347 8421 62311 57553 9999 49621 26971 27823 35623 7901 28254 23543 35069 26078 31589
shrinkage=0.00230625


Tree=152
num_leaves=31
num_cat=0
split_feature=785 728 548 1423 852 125 712 464 595 896 1309 21 1022 1361 921 21 746 755 519 727 21 470 1454 1193 829 1459 740 933 644 689
split_gain=1293.61 1051.69 783.21 565.339 444.297 381.355 348.566 341.415 280.191 232.501 219.925 212.504 207.063 272.597 190.697 172.022 168.547 166.496 148.093 142.695 139.823 132.737 127.53 127.503 127.064 124.577 122.023 119.052 109.493 107.822
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 0.29878677988246938 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -3.2545899522946695 1.0000000180025095e-35 1.8349057301109672 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.2363894608792538 4.2386806022684906 1.3510217695864444 0.6997810996132513 1.0000000180025095e-35 0.68806224955729689 -0.34929633066952553 -0.4288425582216272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 -1 19 10 18 11 -3 13 -8 28 -4 26 21 -7 -2 -14 -17 -9 -10 -25 -11 -13 -20 -6 -18
right_child=1 8 15 -5 14 9 12 22 23 25 -12 16 20 -15 -16 17 29 -19 27 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00046279700089926133 -9.1405016225187626e-05 0.0015836378419931073 0.0017082820953614507 -0.00034035884990233148 0.00034287467505186365 9.1792153197134196e-05 -0.00019919636730796178 -0.00019919780047348795 -0.00072314532703782869 -0.00015334072715837515 -0.00011405914922611027 -0.00076431687223612297 0.00025449710328592746 0.00041690358074314752 0.00067300235933483643 -0.000489517550756135 -0.00012556519894951995 -0.00065387337421199399 0.00060155436096567491 -0.00052537037410627335 0.00068079101274596675 -0.00021689032922311905 9.4591826292579501e-05 -0.0010683976834246643 0.0030983120181178932 0.00018496637020116999 -0.00044603435012608263 -0.00014121564595658299 -2.706078064683861e-05 -0.00041581545549132618
leaf_count=3225 5422 199 148 34407 7633 29690 6145 15300 20167 28745 13914 14425 5945 6506 4177 19363 9378 13745 4571 19820 7738 21617 13426 83 73 5987 16711 1176 7210 24985
internal_value=0 -0.199458 -0.127719 -0.0672166 -0.0141384 -0.0590141 0.221252 -0.194292 -0.391464 0.0317046 -0.336646 -0.392165 0.288543 0.113046 0.259594 -0.360614 -0.400638 -0.368473 0.139781 -0.387586 0.449851 -0.303482 -0.0526916 -0.63758 1.2215 -0.0839508 -0.525943 0.412142 0.15284 -0.302137
internal_count=361931 332372 232437 177564 143157 124137 29559 53968 99935 70169 79612 65698 26334 12651 19020 54873 65499 54725 35437 25242 13683 40980 28726 20323 156 34732 31136 5747 14843 34363
shrinkage=0.00110284


Tree=153
num_leaves=31
num_cat=0
split_feature=785 548 728 125 50 712 470 1357 194 1298 1361 789 519 723 869 1470 1431 464 497 1469 802 964 1445 21 545 665 62 588 921 382
split_gain=1557.47 1106.47 867.09 589.929 448.071 378.197 281.124 276.14 276.03 246.157 343.996 205.019 206.791 245.574 199.888 194.499 186.384 178.444 171.235 155.004 146.584 143.383 141.495 130.204 129.41 127.242 126.098 116.354 113.965 112.918
threshold=-0.86283290253235112 0.76023255802283574 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 2.2841970610333457 -0.64180087851808076 1.0000000180025095e-35 1.0000000180025095e-35 1.3475299883120082 1.0000000180025095e-35 1.0000000180025095e-35 0.85652824257920523 -0.37712515092315846 2.250834115212506 1.0525743831388839 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 -1 17 16 15 10 -7 12 22 -14 18 -2 19 -3 21 -6 24 -4 28 -11 -8 -17 -10 29 -5 -15
right_child=1 6 14 11 7 9 20 -9 26 23 -12 -13 13 27 -16 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00061194025110859252 1.9543601222743705e-05 -0.0010436864918998761 -0.00056762055257263654 0.00014297100085342433 0.00047215550952967955 -0.00031902399944244583 -0.00050671553463098556 -0.00030354373239248577 -0.00053755861886793741 0.00040593639538720905 0.00061176757018134239 -0.00028105236410293319 -0.00031560980258846423 0.0010620124449586053 -0.00074619723548801763 -0.00082802200555657536 -0.0001721984604531155 -0.00061861839829154724 0.00044842510546664016 4.6253454114710224e-05 -0.00078159886259376301 -0.00021152784109775732 -0.00037876968208491962 0.00093581983662860651 -0.00012488855914673843 -0.00031459626841633153 -5.5388515820850625e-05 0.0016854475091525635 0.00068452812666582377 0.00024965857459457313
leaf_count=3225 3778 23063 29625 19309 10395 5918 22756 26647 6836 6192 6249 6361 1706 2921 24000 22606 17650 21481 1880 18783 11196 16574 3863 7975 12114 5855 16289 1043 3415 2226
internal_value=0 -0.212254 -0.144163 -0.0701935 -0.140394 0.246851 -0.423224 -0.0423017 -0.285821 0.316283 0.117788 0.127149 0.184514 0.448279 -0.345473 -0.423135 0.0464689 -0.558483 -0.268602 0.139181 -0.312634 -0.296386 0.101764 0.48382 -0.249149 -0.488785 -0.126939 0.611574 0.15604 0.493843
internal_count=361931 332372 241762 169683 128839 29559 90610 73475 55364 26334 12167 40844 34483 7896 72079 32239 46828 44544 48079 29178 46066 46199 26587 14167 34870 28461 23125 6190 22724 5147
shrinkage=0.00145838


Tree=154
num_leaves=31
num_cat=0
split_feature=548 1447 1436 1430 1089 728 799 652 1235 21 819 1304 953 125 50 859 961 789 785 188 1454 1469 131 1459 15 464 733 815 771 728
split_gain=919.737 698.828 538.87 737.349 366.007 304.41 216.844 207.855 198.014 177.198 173.135 160.223 182.811 157.767 144.089 143.542 131.993 130.16 117.699 117.695 116.305 107.305 105.541 102.409 101.722 98.8189 92.9478 88.6777 85.8858 89.5922
threshold=1.3419342387057427 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.44837531086292992 1.0000000180025095e-35 -0.58454210970522613 -0.98896428961744431 -0.94625487755706195 -3.2545899522946695 1.0000000180025095e-35 -0.64587093632554571 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.54135187694831066 1.0000000180025095e-35 1.1248358748350926 -0.86283290253235112 1.0000000180025095e-35 -0.2363894608792538 -1.2083100587446829 -0.97947116861403372 0.77133902740777927 2.1113204095348963 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5012979548364331 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 7 -3 -4 -5 -2 14 -1 25 19 22 -8 20 23 -6 -9 -10 -17 -11 -15 26 -13 -7 -24 29 -16
right_child=9 6 4 8 18 24 15 13 16 10 -12 12 -14 17 28 21 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015219185596124737 0.0030447472812629465 0.00074784187474656258 0.00051705603589936075 -0.00062187926587929047 0.00077947958360344326 -0.0005788855027647695 0.00042151686380506972 -0.00091894481363389007 -0.0001448974660693174 -0.0013879340371010553 -0.0013417373404980427 -0.0013185555013962361 -0.00031182544912505659 -1.6294759947259655e-05 -0.00034054639264899372 0.00051419762189350824 -0.00051599169890391623 -0.00067386396636626448 0.00015427689610416983 -0.00023749217119373072 0.00042127993962795681 -0.00016455286317333196 -0.0011408384865769638 0.0006656134786742669 0.00087972771792747795 -0.00071834997048102743 -0.0012860088488915752 -0.00043190744782023558 0.00092712028603210688 -0.00093914888652887538
leaf_count=12676 180 11521 9086 17512 7120 22792 16994 9444 15318 10753 13506 16708 8482 25096 19054 4910 8965 4883 22871 13535 12548 29596 8536 4686 813 10045 5859 9046 741 8655
internal_value=0 -0.0784238 -0.134326 -0.251703 -0.0467646 -0.111128 0.1041 -0.0397303 -0.0938551 -0.362867 -0.37025 -0.460227 -0.390643 -0.0857539 -0.318359 0.0476649 -0.0128347 -0.00444699 0.142601 -0.224599 0.0528899 -0.0280641 -0.440119 0.0439776 -0.301365 -0.489508 -0.324946 -0.337277 -0.212767 -0.235179
internal_count=361931 291460 228439 102254 126185 96194 63021 66730 54343 70471 70291 47911 35235 57644 56785 51500 36831 34665 29991 22979 27866 34506 28335 29782 29464 26753 28651 17582 28450 27709
shrinkage=0.0021779


Tree=155
num_leaves=31
num_cat=0
split_feature=476 890 194 50 785 50 181 705 263 1375 1223 652 785 728 1298 652 567 1085 62 602 1470 1426 1458 1160 728 513 885 1218 846 1469
split_gain=880.952 666.094 529.945 611.079 366.438 283.715 259.929 239.072 231.262 218.313 189.857 186.761 172.672 166.483 160.181 152.417 150.75 148.163 144.608 138.444 125.63 123.269 122.773 124.598 115.493 114.443 111.016 100.656 97.109 94.5232
threshold=-1.0099296266851885 -1.0182342416987082 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.55630078546380823 2.2660174815480416 1.0999472070578602 1.0000000180025095e-35 0.59806352348768188 1.0000000180025095e-35 -0.55024281929118113 -0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 -0.55024281929118113 1.5636217676721176 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1535394197080833 1.0000000180025095e-35 2.705011497421657 0.68536004617275303 -0.49008176997875957 1.0454229551509682 6.1053019920877674 1.287322044798781 -0.49041705362884253 -0.59852587169521521
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 3 13 24 8 7 11 19 12 14 16 -5 -3 -2 -14 27 22 -13 -1 -12 -10 23 26 -4 -9 -15 -6 -20 -7
right_child=1 2 4 9 6 29 -8 25 21 -11 20 18 15 17 -16 -17 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015974280466169888 -0.0016420512310131043 -6.8959759879690626e-05 -0.00049260344582753536 0.00089003881098380833 8.9375409737795847e-05 0.00011880441741406727 -0.0011185216401144004 0.00038170407438501309 -0.00039388429605228837 -0.00073267179151836133 0.00042758669730203868 -0.00048858045098571748 0.00038662524823395686 -0.0013393589990604914 -0.00070489626767177417 -0.00018928467601674617 0.0012445840476435998 -0.00050056293308501482 0.00032842659098664747 -0.00088625311359123433 -0.00054351303606744268 -0.00094313079729374917 0.0017192341669962097 -0.00029390777107126293 0.00094961750804500639 0.0012401788553143933 0.0038611766912969958 0.00090615299752591606 -0.00014194435150377497 -0.00048405341875596244
leaf_count=17073 8853 7412 1182 4823 24034 8942 4180 11644 22893 7421 3146 17271 14378 21586 11886 24233 2602 15732 11698 15365 24236 16849 328 3122 11974 3432 74 3054 27074 15434
internal_value=0 -0.0624906 -0.0180308 -0.13592 0.067052 -0.307575 0.0279464 0.0458979 -0.383825 0.0100129 -0.301597 0.00440754 0.0613273 -0.324991 -0.475197 0.0145691 0.128955 -0.383706 -0.0633721 -0.544163 -0.190274 -0.278943 -0.500317 -0.521122 0.37241 0.264861 -0.591553 0.08422 0.000949481 -0.11326
internal_count=361931 265375 217254 99109 118145 96556 104989 100809 72180 50855 48121 85733 43434 48254 20739 38611 29690 40842 56043 32438 27382 39742 25110 24782 13156 15076 21660 27088 38772 24376
shrinkage=0.00221784


Tree=156
num_leaves=31
num_cat=0
split_feature=1307 43 869 616 65 795 705 728 784 854 797 902 519 188 1406 184 1154 921 332 1091 1464 824 56 50 1459 608 750 785 727 671
split_gain=853.977 712.995 603.231 373.544 319.382 318.645 250.772 227.973 196.646 280.782 273.31 179.941 173.966 169.49 166.891 160.459 142.577 137.903 137.102 136.107 133.144 128.049 123.49 142.381 120.942 112.835 111.43 109.91 119.667 105.828
threshold=1.6294210021612947 1.0000000180025095e-35 1.0000000180025095e-35 0.57091520978742472 1.6527691397016595 -0.29258408639884992 0.74446833870346218 1.0000000180025095e-35 0.9594655836162902 -0.87473648844905705 0.63961785378869596 3.4436453420943347 2.1420547332082829 1.0000000180025095e-35 -0.87421144467313672 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.1888330894775201 1.6273301965107299 0.58160213896575708 1.0000000180025095e-35 0.43577943106047246 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 21 12 9 10 -7 16 15 18 -13 27 19 -10 -3 -2 -11 22 23 -1 -5 29 -15 -4 -29 -8
right_child=11 13 7 24 -6 8 25 -9 17 20 -12 14 -14 26 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00014907620310195509 -0.0014019891618752432 -0.0011704821663086353 0.00061335244217006397 -0.00059869207964934588 -0.00049577835277040631 -0.00014116180338569683 -1.5223240046483135e-05 -0.00070616661889904718 0.00020795657850491135 -0.00026479283208037316 0.0013927276372681461 0.0050171711792975811 0.00057113263158703876 -0.0002821457643822511 -0.00027590645588857095 -0.00057682739442720945 -0.00055640278170996683 0.0010740417307191226 -0.00055767253589310284 -0.00073699994814338976 0.00038141527115735847 -0.00041067953004484585 0.00069097155679856837 0.00041065097669263495 0.00012015505953099083 0.0010228918359227142 -0.0010264946153360893 0.00022361288647989501 -0.00034026731305990715 0.00086192925428286949
leaf_count=12761 13386 13703 2697 17339 12891 3478 4415 24743 13824 44896 3301 127 3570 29200 284 20287 22464 3142 15021 12831 5240 4979 8494 15606 4882 9940 4215 8106 22236 3873
internal_value=0 -0.0774525 -0.030719 0.0365499 0.0716941 0.0986703 0.20649 -0.18258 0.00994746 -0.0474512 0.329352 -0.398235 -0.113911 -0.289086 0.997984 -0.146118 -0.411977 0.197434 -0.420299 -0.535965 -0.100715 0.118506 0.156153 0.0897595 -0.223179 0.396039 -0.190025 -0.0601029 -0.0973224 0.219017
internal_count=361931 312839 250700 169061 146840 133949 60068 81639 73881 56915 6779 49092 56896 62139 411 53326 48681 16966 28724 26217 50136 41840 36861 28367 22221 18228 33415 33039 30342 8288
shrinkage=0.00193089


Tree=157
num_leaves=31
num_cat=0
split_feature=681 529 664 785 803 1431 1469 1436 1430 1022 1470 1154 395 675 556 789 821 727 1469 1147 112 1459 1089 21 401 666 609 519 857 409
split_gain=834.022 708.508 417.435 355.367 329.065 322.327 279.833 233.022 495.607 221.266 215.789 174.091 142.491 141.168 137.239 133.427 133.294 132.844 125.566 122.313 116.769 109.652 103.919 103.506 102.041 99.6565 101.116 95.225 91.8835 91.1926
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.9682860324222273 1.0000000180025095e-35 -1.0470123060412753 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.22229707940546359 1.0000000180025095e-35 1.0000000180025095e-35 0.44359160413691395 -0.21198473794706632 1.1248358748350926 -0.72370887929751782 1.0000000180025095e-35 -1.2673214316849539 2.3776019160615971 2.2718117149406565 0.4717617753106515 0.44837531086292992 -3.2545899522946695 0.66778437295061321 0.45873907618427312 1.6285028476148826 2.1420547332082829 1.0000000180025095e-35 0.96281525827728831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 6 9 10 8 28 11 -5 18 24 15 -7 21 -11 -1 -3 22 29 23 -4 -9 -2 -6 -27 -10 -8 -18
right_child=12 5 19 4 25 14 7 13 27 16 -12 -13 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00024146776749669899 -0.0014251825244313121 0.0007042073416562649 -0.00054731669988705364 0.00095726172974044184 0.00047920614000079945 -0.0005314763535179866 -0.00070997115770806264 0.0043836431502515191 -6.7832455455800445e-05 -0.00048054942138369143 4.1335052025189403e-05 -0.00027731594709339751 -0.00064509703339613272 0.00040487200429941322 -0.0010887863358787955 -0.00065989135550492228 0.00036454518875752255 0.0010580204315403011 -0.0011661310460449705 -0.0012128963549442849 -0.0011932325109427877 0.00047525163367780884 9.0502702775852454e-05 -0.00011831921878249289 -0.0005739822192342602 0.0017177848959849663 -0.0014864428445709708 0.00095355260160541369 -0.0013728253153848006 -0.00046551544065596262
leaf_count=6612 17746 874 24435 8873 4527 21004 14851 81 27780 11391 12942 17631 23388 16478 24733 7381 18291 9575 13649 5366 1513 8686 7912 33939 4365 2820 211 1877 9312 3688
internal_value=0 -0.0731649 -0.0028428 0.0385233 0.00596355 -0.212834 -0.0175182 -0.0577477 -0.163801 -0.121475 0.18838 -0.256455 -0.395154 0.0199985 -0.358884 -0.0352436 -0.0111699 0.310743 -0.448817 -0.213168 0.0709138 0.0085382 -0.164113 -0.0451102 -0.533689 0.397292 0.658587 0.00249394 -0.413106 0.10502
internal_count=361931 316432 203658 165945 149758 112774 142200 120385 53820 67037 21815 32154 45499 66565 45737 50087 34883 16187 14523 37713 23492 42706 32347 34020 22111 7558 3031 29657 24163 21979
shrinkage=0.00229121


Tree=158
num_leaves=31
num_cat=0
split_feature=785 728 1100 263 50 712 56 476 595 1298 1361 1470 921 1309 21 150 784 746 728 789 519 723 857 43 269 389 791 740 21 410
split_gain=1462.48 1155.56 842.408 651.064 533.65 362.953 316.503 298.224 281.022 256.913 344.381 237.068 236.734 221.746 220.842 220.37 194 186.544 176.373 154.953 159.343 182.268 146.59 137.077 135.231 130.827 125.81 124.101 118.685 118.12
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -1.0099296266851885 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 1.0525743831388839 0.29878677988246938 -3.9164670491403295 -0.572229863602436 0.9594655836162902 1.0000000180025095e-35 -0.90320472132347296 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2832447556410924 0.87707395870045979 1.0000000180025095e-35 1.0000000180025095e-35 -2.7818205974049124 1.644349105518915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 11 -6 13 10 -7 -2 18 14 -3 -5 -14 27 -9 20 -17 -22 26 29 -11 -13 -20 -16 -4 -8
right_child=1 8 28 15 7 9 23 12 -10 24 -12 25 16 -15 17 19 -18 -19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00053781093074030731 -2.3640020354139602e-05 0.0018306434767162739 0.0017308618125891056 -0.00012759537986935506 -0.0003254932057426118 -0.0003081887644159132 -5.0824236083636262e-05 0.00020312819424444172 -0.00083870767752920305 -8.7877034375027943e-05 0.00050240050849627901 -0.00073270378248520632 0.00012884254902953087 -0.00016429212579451355 -0.00091630331698908574 0.00022220083052468882 0.00088187534531385093 -0.00040966847807697105 -0.00013488583568997589 -0.0001604439647711814 -0.00025108903665055983 0.00089219747090366736 -0.00033707223867743188 -0.00054481453277762997 0.00067279755869654469 -0.00031291207362351255 0.00024677494057041529 -0.00055137747249377981 -0.00062742637595273893 -0.00062849875934803195
leaf_count=3225 4998 199 119 13813 25195 5918 21098 12417 20323 1517 6249 28168 6686 13914 14425 19557 2723 34363 18194 4592 1013 4163 15070 6560 12650 6881 7273 16711 30974 2943
internal_value=0 -0.217877 -0.142791 -0.0988336 -0.162639 0.227725 -0.303472 -0.0626006 -0.417556 0.296079 0.0930543 -0.438668 0.00674123 -0.362904 -0.418137 0.106751 0.284882 -0.426659 -0.0454134 0.197128 0.255588 0.541762 -0.107815 -0.154658 0.467758 -0.507143 -0.0198848 -0.556838 -0.484949 -0.0881369
internal_count=361931 332372 232437 201344 158206 29559 70648 87558 99935 26334 12167 40047 62363 79612 65698 43138 9409 65499 52954 29325 24733 5176 40537 30601 14167 35049 25467 31136 31093 24041
shrinkage=0.00126751


Tree=159
num_leaves=31
num_cat=0
split_feature=476 785 728 1307 852 921 50 1022 712 263 1430 783 677 869 1160 1361 181 332 464 727 602 727 716 1426 791 319 1458 730 1323 1454
split_gain=1384.09 1118.14 775.294 535.05 483.096 386.855 348.13 338.348 291.839 287.07 269.738 253.875 218.062 212.277 190.194 262.592 177.005 175.725 174.573 169.293 158.059 155.758 127.494 127.072 123.224 122.315 121.707 108.186 107.242 106.166
threshold=-1.0099296266851885 -0.86283290253235112 1.0000000180025095e-35 1.6294210021612947 -0.22706799479215015 1.0525743831388839 0.55630078546380823 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.39849607246918939 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.24391125146464598 1.9507919901144859 3.0082871096711936 3.4974816677026177
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 3 4 12 7 9 10 -2 20 19 27 21 17 15 -10 24 18 -4 -6 -1 -3 -13 -11 -9 -19 -14 -7 -5 -8
right_child=1 2 13 28 5 11 29 16 14 23 -12 22 26 -15 -16 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010132834880234585 -0.00048541114204328137 -7.1978524547636251e-05 -0.00076533386731945463 -0.0005495996167377466 4.1099850164841725e-05 0.00031939171752276612 -0.00026000082196124037 0.00011095487706313561 -0.00017842654450795283 -0.00032951580264411703 -3.2192032681481906e-06 0.0010780903812031694 -0.00020523381294705034 -0.00063569109653750962 0.00060608007305040432 0.00053048920024000501 -0.0002225116430670462 -9.7929099777983649e-05 -0.00029848766381409565 -0.00055518879782198043 -0.00061465388917090926 -0.00054643451272127835 -0.00042615949390082574 -0.00062931562004580027 0.00042913083130954188 -0.00057768958326857248 0.00012027799558284876 -0.00037452919858365567 0.00088677279464475188 0.00094020207451199099
leaf_count=17073 2470 6052 11051 18459 3935 8524 23960 24714 5526 22893 20071 3047 23729 22975 12054 5697 7347 19464 12784 14455 15365 18324 353 16849 8911 4536 9011 1577 309 416
internal_value=0 -0.10577 -0.151953 -0.0818796 -0.0450634 0.0405672 -0.40496 -0.013293 0.268656 -0.485718 -0.153803 0.338053 -0.193095 -0.344164 0.330426 0.153017 0.104498 -0.265504 -0.403832 -0.345202 -0.654524 -0.34859 0.767434 -0.370175 0.160075 -0.145871 -0.0926854 0.178307 -0.426398 -0.19283
internal_count=361931 265375 239628 168818 150050 92934 96556 79433 25747 72180 38461 13501 57116 70810 23277 11223 40972 47835 23835 18390 32438 24376 3400 39742 33625 24000 32740 10101 18768 24376
shrinkage=0.00122332


Tree=160
num_leaves=31
num_cat=0
split_feature=683 263 50 785 56 1168 809 884 705 728 1470 1445 202 921 784 792 43 200 884 21 1169 1367 1430 1455 878 730 21 713 1454 543
split_gain=1280.67 913.893 744.395 594.542 447.925 330.306 327.391 333.949 312.272 265.758 230.438 219.057 211.47 190.703 184.085 180.787 180.131 163.352 173.421 163.101 154.062 153.228 149.619 143.612 130.541 123.463 119.152 119.117 114.653 113.954
threshold=-0.76344857304914582 0.66115833724634121 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.56478982777245867 1.0000000180025095e-35 1.0000000180025095e-35 0.63739639040394469 1.0000000180025095e-35 -1.2126727935954851 1.0569698594133861 0.56345046278266753 1.0525743831388839 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.67281916063428748 1.0000000180025095e-35 -0.70163543588998201 0.77241039982938642 1.0000000180025095e-35 1.0000000180025095e-35 0.75934798726561159 1.0000000180025095e-35 1.9507919901144859 -2.9709283393608152 1.0000000180025095e-35 -0.2363894608792538 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 25 10 9 7 -1 20 11 -2 13 16 28 -15 -10 21 -12 24 23 -3 22 -6 26 -19 -4 -8 -7 -5 -23
right_child=1 8 3 5 12 27 19 -9 15 -11 17 -13 -14 14 -16 -17 -18 18 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010294526650490349 -7.0741249934238188e-05 0.00011085034470846067 0.00056178690628770796 -0.00010625562038321841 -0.00052236039272086324 2.6733087660187648e-05 0.0021608450032745917 -0.0004864113027962184 0.0006890886841155417 -0.0003085677349927902 -0.0010460450506584772 -0.00032699311595146482 -0.00065495304828611686 0.00019838879331773911 0.0010331501766664974 0.00021345996470801133 -0.00052899062012175084 -0.00087171824901044286 -0.00032995259311855877 -0.00046992357494335114 -0.00032513237904028728 0.0002285245726744148 7.8401918111243915e-05 0.00032110863853286538 -0.00042680091281007391 -0.00051948502143435297 -0.00029429409417947928 -0.00058326719273787443 0.00017873152738087582 -0.00054427759774860736
leaf_count=19828 6189 24920 10232 19680 6807 2828 108 25179 8818 23924 8323 10388 6491 5288 2335 11577 6295 18306 13976 38928 7577 13552 5303 3674 7913 824 18440 14802 17848 1578
internal_value=0 -0.0874451 -0.153319 -0.0432263 -0.293897 -0.0964619 -0.368263 -0.522671 0.135122 -0.0441299 -0.429014 0.026553 -0.136963 0.0818514 0.354339 0.315464 -0.0763145 -0.48305 -0.429172 -0.271718 0.0134874 -0.00944077 -0.182977 -0.125479 -0.543103 0.370811 -0.205627 -0.360545 0.0238401 0.118186
internal_count=361931 255774 202882 108149 94733 97093 106157 45007 52892 79463 54707 55539 40026 45151 7623 20395 33535 48518 40195 61150 32497 27240 12110 22222 26219 11056 18548 17630 37528 15130
shrinkage=0.00132652


Tree=161
num_leaves=31
num_cat=0
split_feature=785 263 50 21 476 747 728 705 644 519 1442 1447 889 959 884 464 1010 677 662 728 497 933 878 595 1080 1457 150 1154 1436 588
split_gain=1067.04 787.955 698.63 458.311 468.652 357.682 342.789 322.236 259.806 192.79 184.199 172.681 172.442 172.346 153.973 165.918 148.798 148.785 142.833 139.655 126.937 125.1 116.401 114.99 112.562 108.795 107.177 103.671 101.595 100.043
threshold=-0.86283290253235112 0.66115833724634121 0.55630078546380823 -3.2545899522946695 -1.0099296266851885 1.0000000180025095e-35 1.0000000180025095e-35 0.28191752204954684 -0.34929633066952553 2.1420547332082829 -1.2625182715263061 1.2420411362750934 1.0000000180025095e-35 -1.2907225086880219 1.0000000180025095e-35 1.0000000180025095e-35 3.0713252103476614 1.0000000180025095e-35 -0.58271687606615485 -0.49008176997875957 1.8511096242798462 0.68806224955729689 1.0000000180025095e-35 1.0000000180025095e-35 2.2092738772757108 0.75347126116278729 -0.79484543461230894 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 19 20 8 12 13 10 -7 18 27 -6 15 -9 23 22 -4 -5 -3 29 -10 25 26 -15 -12 28 -1 -11
right_child=1 5 11 4 6 9 -8 14 17 21 24 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00091308065810074039 0.0015770406484474158 -0.00069342660507381562 -0.00023574607327422225 -0.00079521990553696833 -0.00093650933746055611 -0.00082123788999787601 -0.00095736410484191894 -0.00047237780271991317 -0.0010697236005125072 0.00018119549151199966 -0.00071701826734497421 -0.00011752258383578503 -0.00081243194087070845 -0.00046272327948125119 0.00043512713022290434 0.00034195098853768453 0.00059007904540602852 -0.00061783955333257769 -0.00059919612484090376 -0.0011461015026289984 -0.00018999023787297475 -0.00050817510534777492 -0.000718774225800387 -0.00079590966326487838 0.00076166172435863076 -5.8318357634251191e-06 -0.00018982482841075791 0.00013943998152262177 -9.0142062926979957e-05 0.0011021269191215577
leaf_count=2004 509 25997 9893 13218 6733 4800 44037 4172 18923 5015 3341 8328 5080 28576 8496 3455 940 22250 45421 41935 4277 1615 13028 7133 740 4348 20363 3950 2402 952
internal_value=0 -0.463955 -0.515701 -0.576951 -0.5826 -0.278204 -0.525209 -0.073715 -0.464009 -0.154709 -0.225509 -0.337802 -0.29179 -0.358749 0.119146 -0.0791155 -0.313184 -0.560247 -0.379197 -0.754382 -0.44036 0.11385 -0.652901 -0.332181 -0.161718 -0.28518 -0.185156 -0.124869 -0.328124 0.238072
internal_count=361931 332372 265272 201630 201121 67100 145968 29559 101931 36826 29244 63642 13436 47730 16123 7627 40997 54201 55314 55153 30274 7582 31951 40057 24444 32924 23704 8356 4406 5967
shrinkage=0.00140294


Tree=162
num_leaves=31
num_cat=0
split_feature=1309 476 62 194 800 21 50 50 263 263 705 388 50 497 602 652 1469 1022 940 21 740 771 1430 1436 921 888 785 1455 954 747
split_gain=853.154 581.76 403.711 347.825 316.261 276.267 275.31 250.787 220.521 206.31 201.871 158.649 154.111 153.326 143.925 143.899 129.622 120.826 118.48 117.04 116.197 116.192 115.838 192.095 114.907 106.938 105.217 104.792 101.174 102.52
threshold=1.0000000180025095e-35 -0.39677154503368783 -0.67845511463764618 1.0000000180025095e-35 -0.57812715656594349 -2.9709283393608152 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 0.66115833724634121 0.63739639040394469 1.0000000180025095e-35 1.0000000180025095e-35 1.6127128701036082 1.0000000180025095e-35 -0.55024281929118113 -0.8778463702791649 0.67527595557081987 2.3907917078320593 -3.2545899522946695 1.6535846841559774 2.1996588077313839 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.86283290253235112 0.80851755981579754 2.9053803668447165 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 6 24 -1 17 8 14 11 18 16 19 21 -7 -8 -6 -4 -5 -3 28 -12 23 -18 26 27 -2 -10 29 -11
right_child=4 2 3 10 9 7 15 -9 25 20 13 -13 -14 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022352692334666807 0.00056543061474438909 0.0033295348322312001 -0.00078200301424729884 -8.4322706229101034e-05 0.0002133439448980101 -0.0013933954705037869 0.00025245169834348455 -0.00030757664737474794 -0.00060085936342539885 -8.0033001410871068e-06 8.8524215633961487e-05 -0.00063859277448030704 -0.00041639224109948399 0.00097754273589632855 -0.00079728320041405176 -0.00032973790626064246 -0.00095955803860261536 3.3457476769399529e-05 -0.0011527464483087496 -0.00099609888311724161 -0.00067637175386896274 0.0010324067522310414 -6.7292864024372793e-05 -8.8978209686658256e-05 0.0010012937127944314 -0.0010868694003860222 3.1246761940526005e-05 3.8199587624828108e-05 -0.0009740809070200024 0.0005903692278522839
leaf_count=389 9446 71 25761 37623 12717 18128 9653 23685 29249 6126 18163 11362 21890 3508 15769 16789 8017 3136 1819 14647 1677 1949 25716 7987 3393 7015 10525 4645 725 10351
internal_value=0 -0.204614 -0.128783 -0.073002 0.0130367 -0.343164 -0.20198 -0.352334 -0.420885 -0.0462283 0.0231413 -0.103622 -0.331024 0.162126 -0.573239 -0.0583112 -0.0605613 -0.361947 -0.0672409 -0.514762 0.128368 0.0949589 -0.117145 -0.261178 0.212968 -0.319423 0.154556 -0.27169 0.174929 0.206194
internal_count=361931 253889 155009 118401 108042 98880 55339 98491 74806 84678 63062 65799 36608 23620 33897 26442 54437 28897 39442 14718 18879 20112 41720 16004 23364 40909 19971 33894 17202 16477
shrinkage=0.00187051


Tree=163
num_leaves=31
num_cat=0
split_feature=617 1423 728 1362 795 784 951 470 464 705 1458 131 21 714 332 854 112 746 257 539 1454 21 1426 652 1430 1367 823 852 890 519
split_gain=821.374 667.963 558.19 379.783 316.374 292.288 264.631 226.953 240.547 184.481 182.242 164.002 150.304 139.616 164.213 161.668 133.944 139.55 130.967 133.777 128.088 130.091 127.706 126.583 116.343 144.495 109.747 109.454 107.147 97.485
threshold=1.6614250791469047 1.0000000180025095e-35 1.0000000180025095e-35 1.0087403405179345 -0.29258408639884992 0.9594655836162902 0.4454315257619969 1.0000000180025095e-35 1.0000000180025095e-35 0.43610112760085196 1.795029572017613 -0.37314326152536875 -3.2545899522946695 1.0000000180025095e-35 0.65944866827063242 -0.87473648844905705 2.2718117149406565 1.0000000180025095e-35 0.64657819277429363 1.0000000180025095e-35 -0.2363894608792538 -1.0798509198017876 1.0000000180025095e-35 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35 2.7559558503392179 1.0747610123934368 -1.0182342416987082 2.1420547332082829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 10 20 8 23 -9 13 -3 -2 -6 15 -15 17 -13 19 -14 -4 -22 -5 -1 25 -8 29 -7 -10 -11
right_child=12 11 6 22 5 27 24 9 28 26 -12 16 18 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00011122140691488758 0.0029019563208843532 -0.00093418016776320909 -0.0008387265115193253 -0.00027439252307772955 0.00011555360679907877 0.00022049130175305954 -0.00091044338189513188 0.00020749401845016031 -0.00025338374606785852 0.00071581867249026607 0.00069776698579913747 -0.00068393673997401707 -0.001362082992585865 0.00036489478566582747 1.369718874888804e-05 -0.00063484059195626147 -0.0013700015003516287 -0.00011818961181253964 -0.00034723248210705935 -0.00077173661512954243 0.00062274199309744088 -0.00049316630966069765 -0.00096016504856071992 -0.00070192031249633998 0.0002954071723454596 0.00012337760694617003 -0.0012434543431880756 0.0010178902151932209 0.00055843599852046133 0.0015070787206565295
leaf_count=6531 147 24786 28949 16696 13470 14771 5583 16977 4088 15751 3434 16911 19853 3201 12400 32276 3311 18122 7087 19068 2494 22321 8315 9923 10027 5402 499 3572 12929 3037
internal_value=0 -0.0934443 -0.0480244 0.0104344 0.0464058 -0.0370919 -0.20796 0.145978 0.0199798 0.249762 -0.101464 -0.294355 -0.421196 -0.12793 -0.17871 -0.25392 -0.211074 -0.175204 -0.431037 -0.488717 -0.293562 -0.17989 -0.231049 -0.172354 -0.0145147 -0.168885 0.377315 0.182293 0.179527 0.399333
internal_count=361931 315776 252646 177870 152859 83124 74776 69735 33471 36264 64781 63130 46155 61347 47877 35477 38344 35033 46008 38921 53764 24815 25011 16454 21012 10985 19287 18343 17017 18788
shrinkage=0.00212188


Tree=164
num_leaves=31
num_cat=0
split_feature=1031 181 1454 56 785 119 21 340 476 1080 1455 1461 513 728 1459 789 678 1444 133 809 959 332 734 785 497 284 1469 460 519 941
split_gain=797.916 670.763 549.905 303.289 301.953 299.834 267.126 230.166 221.727 202.435 161.054 168.488 154.989 185.192 152.751 141.735 140.121 138.888 137.738 126.608 125.728 124.389 123.406 126.575 119.803 119.361 115.755 113.355 108.912 108.294
threshold=1.6568736917453439 1.0000000180025095e-35 -0.2363894608792538 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -1.0798509198017876 1.8162821653890682 -0.39677154503368783 1.323361361534652 0.46304910557563933 1.6859053074631882 1.0454229551509682 -0.49008176997875957 0.73871680408646412 1.1248358748350926 0.34708990927187483 0.61050815248025436 1.0029567743790773 1.0000000180025095e-35 -0.98621059485438678 1.0000000180025095e-35 0.85494804639094091 -0.86283290253235112 1.656418941702585 -1.1416433863166267 -1.1965077841566287 1.0000000180025095e-35 2.1420547332082829 0.85078777678020689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 10 9 -5 12 11 26 13 -8 17 -14 -15 25 22 20 -2 -18 23 -10 -25 -3 -6 -7 -27 -11
right_child=19 14 4 8 6 27 7 -9 18 29 -12 -13 15 16 -16 -17 21 -19 -20 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.0010910526937576571 -0.0016551094716495589 -0.0014353649421429812 0.00087114020313651559 -0.00053026227896801068 0.0016097748085782768 -0.00010467914823992578 0.00038930310795492437 -0.00092154398713721066 0.00080916473927628192 0.00036048414733163886 0.0016590522008506484 0.0025509290526803774 0.0007048313901056437 -0.00048663929612925136 -9.2920762732457541e-05 -0.00062908946980230957 -0.00037431429444298914 -0.0014148272213397148 -0.00078643453855087005 -0.00070285562832448061 -0.0008172893803739691 0.00034246160428266103 0.00068914191728452155 -0.00020943402548957493 0.00069273460113710621 -0.0006714309218633672 -0.00045923847194674134 -0.0007326919663195599 0.00045786517150345478 0.0014259126522001319
leaf_count=26212 15509 6396 11287 25235 751 20833 12861 7574 4116 8798 3681 641 9350 34111 9194 2203 12155 10343 4572 21565 9867 11678 7496 26181 3612 34868 4008 11886 2162 2786
internal_value=0 -0.0873422 -0.0423193 -0.137493 0.0546772 -0.255351 0.0206879 -0.00903946 -0.0519053 0.0166685 0.359656 0.122676 -0.0200875 -0.0583521 -0.292422 0.184767 -0.109493 -0.338323 0.0253981 -0.406285 -0.527061 0.00689056 0.0589232 0.00761739 -0.0370159 -0.28599 -0.0269948 -0.130769 -0.242271 0.25846
internal_count=361931 314990 252027 130143 121884 58931 110597 101516 71212 93942 9081 5400 82358 70805 62963 11553 57944 53769 45977 46941 25376 23833 41405 33909 29793 43426 4759 32719 37030 11584
shrinkage=0.00244837


Tree=165
num_leaves=31
num_cat=0
split_feature=785 728 1100 181 519 872 712 723 1458 804 1292 1367 595 1447 529 588 21 1091 1430 638 734 21 269 561 1238 470 21 202 1193 829
split_gain=1131.69 838.515 619.422 487.245 374.446 374.568 349.85 262.921 252.481 247.666 231.095 312.699 193.122 184.234 166.405 162.225 155.464 151.583 251.172 143.073 141.475 122.438 115.581 115.223 107.967 104.512 103.351 94.9994 93.9947 101.03
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 2.1420547332082829 0.85297537480346686 -0.63779424894106762 1.0000000180025095e-35 0.20667703603638712 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.74484333252909696 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.9689564536147179 3.0820683777490774 -3.9164670491403295 -0.36806838854686125 0.36051334308712851 -0.6968354641114346 1.0000000180025095e-35 -3.2545899522946695 1.417063978123748 4.2386806022684906 1.3510217695864444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 8 -1 -6 13 20 11 -8 14 17 19 -9 -12 18 -2 -3 -7 -21 -19 -10 -23 -5 -4 -13 -14 -30
right_child=1 12 26 25 7 9 10 15 23 -11 16 27 28 -15 -16 -17 -18 22 -20 21 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00091082780938995655 -0.0010717510916681933 0.00098552209024699517 0.0017127481904909252 -0.000911764612971409 -0.00071332263010575247 -0.0003550048833867494 -0.00067501339854286963 2.7678319221218837e-05 -0.00023748715395522003 0.00037384993133373614 -5.1966143318380015e-05 0.00021266797269336716 -0.0011182827916211687 -0.00033481392380223208 -0.00095498557328883827 0.0008265382590224589 0.0005350204277282881 -0.00074788163731490684 -0.00059178144050519048 0.0018028397199397041 0.00036164997479597437 -0.00057047392551032175 -0.00044501799273644933 -0.00058082006331952043 -0.00082603070868138382 -0.0006300010301385563 -0.00092393403957816004 -0.001005578194503648 -0.0015307322664885961 0.0027406094299944899
leaf_count=3225 15437 317 88 19224 2641 23147 5814 7177 23891 4165 5560 7204 20167 14208 28774 2082 7283 14054 18062 113 1921 22483 24631 9795 27925 20909 31005 473 83 73
internal_value=0 -0.459803 -0.396506 -0.358949 -0.312517 -0.34001 -0.058077 0.010418 -0.389483 -0.145214 0.0158608 -0.162952 -0.621822 -0.446584 -0.578073 0.157834 0.204549 -0.48852 -0.59043 -0.509455 -0.219723 -0.518888 -0.407124 -0.246826 -0.524325 -0.561327 -0.677027 0.100695 -0.814002 0.687639
internal_count=361931 332372 232437 201344 161211 149311 29559 11900 120078 29233 26334 13491 99935 86392 79612 9259 12843 72184 33499 50838 25068 50521 38685 33686 50408 40133 31093 7677 20323 156
shrinkage=0.00134945


Tree=166
num_leaves=31
num_cat=0
split_feature=545 785 728 1354 804 1022 1430 712 602 539 803 791 1292 1367 401 50 1469 1436 402 821 734 1464 1467 938 1459 1465 728 131 1238 705
split_gain=1023.59 833.552 646.819 456.368 357.528 444.85 367.366 255.351 251.226 282.078 197.127 182.117 178.902 281.236 173.242 180.433 166.708 177.697 166.235 163.686 149.483 141.252 127.655 127.611 121.952 108.063 107.419 107.293 105.597 104.175
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 0.85523949479533445 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 -1.2673214316849539 1.0000000180025095e-35 1.0000000180025095e-35 -1.0305144854359449 3.0820683777490774 1.5993600128483978 2.6212945108504591 -0.57633625342910477 1.1409958615064268 2.0147527329400829 1.0000000180025095e-35 -0.37314326152536875 -0.6968354641114346 0.63739639040394469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 7 3 4 5 6 16 -2 9 -1 -6 23 13 -9 15 -4 -3 -18 -16 -13 22 24 -8 -7 26 -25 -10 -5 -11 -21
right_child=1 2 14 27 10 11 20 12 21 28 -12 19 -14 -15 18 -17 17 -19 -20 29 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011618794529809379 -0.00060966221561756934 0.00023210660484026846 -0.0008113503011597798 -0.00073410863192067521 0.00015453019646993594 0.00023806592152468241 -0.00017329857597880977 -0.00034205847724849236 -0.00042748870960804448 -0.00026341492144466233 0.00090681756123301197 -0.00023943969889422739 0.00065538181911630833 0.00053339229187060076 -0.00052002732573479141 -0.0002685346180997687 -0.00084442848032046747 -0.00022195982694231216 -8.9323845763524128e-05 0.0001718638254069503 0.0012301662004909654 0.00017397882895682227 0.00094693832202009508 -0.00016729143641883089 4.4759701325006503e-06 0.00053292300465237921 -0.0007717518916694427 -0.00034893864573904565 -0.00073068231027285805 0.00066376379943256934
leaf_count=17846 2514 1896 26834 10939 10290 9650 27791 5314 31613 7848 3775 4399 11472 7035 22654 8253 19494 5871 13581 6926 627 3410 857 36660 4453 1850 14387 22115 14502 7075
internal_value=0 -0.114526 -0.154356 -0.0905191 -0.0419587 -0.0777025 -0.216489 0.208584 -0.377445 -0.522569 0.246213 0.0260958 0.266874 0.106158 -0.330077 -0.445991 -0.40485 -0.456125 -0.232809 0.18985 -0.0688832 -0.287264 -0.0915159 -0.0368541 -0.316824 -0.0878577 -0.351392 -0.312713 -0.371881 0.285191
internal_count=361931 267872 241537 170215 137161 123096 56536 26335 94059 40196 14065 66560 23821 12349 71322 35087 27261 25365 36235 18400 29275 53863 28648 48160 50453 38510 46000 33054 22350 14001
shrinkage=0.00149531


Tree=167
num_leaves=31
num_cat=0
split_feature=785 1378 746 602 885 712 859 612 1298 1361 401 269 728 665 789 747 1373 728 464 872 713 263 548 1009 21 21 638 67 1449 1298
split_gain=1379.27 1028.62 664.954 476.229 454.884 366.511 321.215 230.642 227.638 315.536 222.624 211.943 204.033 192.426 186.613 186.198 180.823 176.547 174.339 173.65 135.696 134.203 130.838 129.595 128.073 114.316 113.652 111.414 107.915 106.986
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.35018306414905159 -0.63779424894106762 -0.54135187694831066 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.36806838854686125 1.0000000180025095e-35 0.85652824257920523 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9643541136160632 1.0000000180025095e-35 0.66115833724634121 0.46938171768138232 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 -1.9689564536147179 0.2639097113453524 0.51202977461113408 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 11 7 -1 13 12 9 -7 18 -2 14 21 22 -12 -6 23 -8 20 -13 -3 -4 27 -10 -14 -27 -5 -18 -22
right_child=1 6 4 17 16 8 10 -9 24 -11 15 19 25 -15 -16 -17 28 -19 -20 -21 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00054499209631813414 -0.00097795857658574434 -0.00010791446556877847 -6.1771228971897637e-05 -0.00029375965519741205 -0.00027960948789399799 -0.00030012053835428316 -0.00058970210470470714 -0.00065884736421704113 0.00025064768781481617 0.00041802917294070472 -0.00029486561937822216 -0.00025598778250914559 0.0017861626498378376 0.00039119682939046366 -0.00053459995700290517 4.6872746121309994e-05 1.3004150171401872e-05 -0.00059748178559071278 -0.00020464399535278786 7.3143352180305902e-05 -0.00084944833863183648 0.00027794872383677836 -0.00033910021666341697 -0.00056442076253881523 0.00067636003401359195 0.00090659815157009707 -0.00051051720722074289 8.3736386715693023e-05 0.00042972901910075852 -0.00049508239063315233
leaf_count=3225 18414 20270 26629 24815 10753 5918 12668 13833 6192 6249 14038 4583 93 7850 9044 22221 15761 18380 16668 1964 18959 5890 15422 8966 7975 280 27964 5067 3826 8014
internal_value=0 -0.247762 -0.32722 -0.455084 -0.228375 0.185879 -0.0811675 -0.303148 0.255412 0.0645234 -0.164396 -0.620013 -0.262176 0.0726318 -0.18893 -0.0654613 -0.0233571 -0.329208 -0.302594 -0.520392 -0.564353 -0.0110112 -0.133347 -0.254023 0.418381 -0.410562 -0.420088 -0.191991 0.0826148 -0.626584
internal_count=361931 332372 232767 109162 123605 29559 99605 93265 26334 12167 65595 51934 79432 34010 51095 36259 30340 57228 29336 33520 31556 26160 42051 38848 14167 28337 28244 29882 19587 26973
shrinkage=0.00117222


Tree=168
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 257 728 712 1376 885 194 1470 921 1454 1298 1361 1307 784 21 728 713 1168 791 470 644 548 864 202 269 789
split_gain=1194.94 880.504 730.149 579.831 323.698 314.271 309.232 300.927 267.123 244.389 237.4 232.037 202.264 201.511 192.178 260.949 160.916 159.443 156.475 141.341 135.831 154.737 134.018 131.3 128.873 128.463 123.962 119.144 114.055 113.903
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 0.77119633676297117 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.0525743831388839 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 0.46775370675029004 0.9594655836162902 -0.70163543588998201 -0.49008176997875957 1.0000000180025095e-35 0.56478982777245867 1.0000000180025095e-35 0.66595742291584703 -0.34929633066952553 -0.40317080334297789 0.72275257928592751 0.56345046278266753 -1.2832447556410924 1.1248358748350926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 4 11 10 8 -2 12 -4 -1 -3 20 -7 15 -9 27 -14 -15 -13 -5 22 -22 -11 -21 -12 29 -6 -16 -25
right_child=1 2 9 6 16 13 -8 14 -10 23 25 19 17 18 28 -17 -18 -19 -20 24 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010272881694659507 -0.00062265473751486314 6.5078624739134695e-05 -0.0002076336662102148 0.00024067913592813094 -0.00011789461708455501 -0.00056213723847174765 -0.00042733408667095738 -0.00030190754927322854 -0.00040894809737350999 -0.00013612785434190423 -0.00030201416404673716 -0.00030686634023601632 0.00013270507553093196 7.2312022194472614e-05 -0.00018716202585767838 0.00048195860312829313 -0.00060839252529358199 0.00091586727214103931 -0.00038620949912296745 -0.00062755156304418382 -0.00017791413360828328 -0.00060174408707481598 0.00021990098826871828 0.00044663390833600368 -0.00097942496980192649 -0.00073109489190787921 -0.00016105938535173025 -0.00067868367623644002 0.00063844649368028728 -8.1132925736987361e-05
leaf_count=20267 2668 3043 17228 8185 21102 33575 29721 5640 15619 6662 9312 5753 5687 9217 1251 5901 10728 2442 17092 19511 22452 5014 7973 16379 20041 16694 3639 3634 12240 3261
internal_value=0 -0.125957 -0.169682 -0.232609 -0.366339 -0.395607 -0.130627 0.19475 -0.0601895 0.0403038 -0.541755 -0.490774 0.0040804 -0.299006 0.256176 0.0757353 -0.224921 0.278651 -0.165053 -0.53482 -0.0496698 -0.102167 -0.0529448 0.1401 -0.585177 -0.414017 0.205419 -0.140035 0.410901 0.263607
internal_count=361931 255774 228074 180905 83812 106157 97093 27700 67372 47169 46273 48348 51753 59884 25032 11541 35464 8129 26309 45305 43624 35439 30425 29941 39552 26006 23279 24736 13491 19640
shrinkage=0.00136688


Tree=169
num_leaves=31
num_cat=0
split_feature=136 681 125 50 62 785 941 705 1469 728 62 664 1147 1453 1150 736 800 1356 1375 1089 1431 513 1160 395 518 813 728 1458 791 513
split_gain=831.317 568.699 466.892 448.323 336.245 292.148 247.482 233.632 200.484 190.117 189.539 151.389 135.983 135.543 135.254 132.939 131.528 125.975 118.982 116.495 111.175 110.48 107.063 105.463 102.818 95.4026 91.6929 90.4321 87.2717 112.477
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.67845511463764618 -0.86283290253235112 1.9607587081991176 1.0999472070578602 -1.161100960392466 1.0000000180025095e-35 -0.37712515092315846 1.0000000180025095e-35 1.0000000180025095e-35 1.3990727291183711 1.0000000180025095e-35 1.470578089058822 -0.57812715656594349 1.1703909184639636 0.59806352348768188 0.44837531086292992 1.0000000180025095e-35 1.0454229551509682 0.68536004617275303 1.0000000180025095e-35 1.0000000180025095e-35 0.44561103650162237 -0.49008176997875957 1.8460070869938618 1.0000000180025095e-35 1.0454229551509682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 12 -2 8 11 -7 17 -1 16 14 15 27 18 -6 19 20 28 -5 -9 26 -3 -18 -11 -12 -4 -10 -30
right_child=5 23 4 13 7 6 -8 21 9 25 22 -13 -14 -15 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0016104447853926176 0.00070168199451981818 -0.0014253039896936831 -0.00025819184983103932 -3.8044496273318505e-05 0.00040203813622864985 0.00049136204645870013 0.00082898457307996418 0.00032004967669514218 -0.00046481558253712486 -0.0007957160093062884 -0.00029016856692789557 -0.00064557558422296494 -0.0010664701050888594 0.0005409475811182379 -0.00077814648384158535 -0.0012718994113075015 -0.00042713709356919857 0.00040076902306189629 -0.00097424490738892678 0.0001800652769202007 -0.00059272924164264454 0.0013805697845144934 -0.00017019717847568955 -0.00085169071534071147 6.1017742771989689e-05 -0.00010680398360654764 -0.0011515455282210092 0.0010110607279181884 -0.0001699653830397177 0.0011443209013316958
leaf_count=16556 10757 17953 20538 20387 10637 9097 5496 9479 26095 18019 3999 12456 10771 3251 15180 4813 18355 8969 7101 13586 14915 2395 4498 17449 19016 6715 21171 1223 9546 1508
internal_value=0 -0.215206 -0.176768 -0.295316 -0.0952394 -0.00113761 -0.0367803 -0.0118502 -0.0627699 -0.0949822 -0.471543 -0.0643452 -0.236115 -0.166078 -0.17891 -0.195981 -0.0166079 -0.0374488 -0.160233 -0.0774306 -0.112426 0.235681 -0.369159 -0.483046 -0.0737502 -0.257807 -0.432628 -0.0768021 -0.137084 0.0147692
internal_count=361931 252143 216741 96691 120050 109788 99031 72338 93535 84438 46224 60464 47712 50467 36941 47216 48008 59704 42403 50735 35302 11874 29668 35402 37371 24734 25170 21761 37149 11054
shrinkage=0.0023211


Tree=170
num_leaves=31
num_cat=0
split_feature=1100 614 785 263 1430 1436 1469 652 712 789 1459 728 497 1292 1367 1304 728 129 126 21 938 869 758 789 119 1463 681 809 747 1160
split_gain=803.809 647.755 513.346 462.248 429.906 473.301 300.94 278.924 190.969 181.862 179.046 169.844 161.96 153.91 218.504 135.315 134.843 127.658 126.343 119.491 116.874 105.789 115.328 105.017 129.764 104.693 104.49 104.168 101.632 96.8203
threshold=1.6293515030253838 -1.0625654336828987 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -0.55024281929118113 -0.63779424894106762 1.1248358748350926 0.43577943106047246 1.0000000180025095e-35 1.7001250133015622 1.0000000180025095e-35 1.0000000180025095e-35 -0.94892239677896928 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 -0.57653763495970078 0.98892162954123342 1.1248358748350926 1.0000000180025095e-35 0.49140614438290092 1.0000000180025095e-35 1.0000000180025095e-35 0.34871943973277292 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 8 4 5 6 -4 17 -3 12 16 23 18 14 -10 -7 25 20 -5 -2 -6 -17 28 24 -9 -1 -21 29 -23 -8
right_child=19 2 3 9 7 15 27 11 13 -11 -12 -13 -14 -15 -16 21 -18 -19 -20 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00067915069648109144 0.0025726968617741206 -0.00072068843253601041 0.00049721189387936908 -8.3905665783364275e-05 0.00044013407107567953 -0.00079599119428512034 -0.0012710155705340411 -0.00038551718426472359 -0.00040764740045979241 -0.00043659170786300184 -0.00019155138854634341 -0.00063684866612012062 0.00078230401449503348 0.00084865504452008285 0.00067145384999396239 0.00030441496588560704 -0.001058197714269374 -0.000504953915735077 0.00041301987595930188 -0.00075205733678810726 -0.00012208786643302835 -0.00063379953323246707 0.00046360254810487992 -0.00068303945039569402 0.00012641660196047744 -9.4295259575383368e-05 -0.0013041013771323377 -0.00063370949781061021 -7.530871389236748e-05 -0.00041022235461539804
leaf_count=31799 135 2247 2247 17618 20682 6849 24048 13591 4966 6595 16838 18037 7040 11090 6662 7311 17963 4136 13721 38703 8739 11656 3190 5059 21089 7093 10099 9535 10574 2619
internal_value=0 -0.103058 -0.0551485 -0.0889951 -0.14182 -0.261174 -0.444763 -0.049761 0.207084 0.0818303 -0.288914 -0.137108 0.132166 0.258211 0.102648 -0.109857 -0.35088 0.0948035 0.0711292 -0.417057 0.139211 -0.0590898 -0.122549 -0.068242 -0.0292659 -0.282501 -0.424737 -0.501286 -0.176228 -0.579723
internal_count=361931 312994 239301 214336 169362 78029 38449 91333 24965 44974 73693 57776 38379 22718 11628 39580 56855 33557 31339 48937 29421 32731 25420 39739 34680 38892 48802 36202 22230 26667
shrinkage=0.00201393


Tree=171
num_leaves=31
num_cat=0
split_feature=785 728 1238 852 125 395 712 595 896 1292 1367 1022 529 1154 784 543 638 21 21 1238 1466 871 43 846 516 1470 614 692 513 1193
split_gain=1192.14 958.345 722.53 490.61 388.939 369.897 346.661 256.948 230.396 206.145 296.816 204.266 204.246 187.789 187.449 157.706 152.834 139.707 137.42 135.378 134.886 127.625 122.76 120.898 116.735 112.989 103.293 102.871 108.465 102.316
threshold=-0.86283290253235112 1.0000000180025095e-35 0.46340146005616162 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -0.43454379769620094 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 -1.9689564536147179 1.0000000180025095e-35 -3.9164670491403295 -0.6968354641114346 0.67647628514450941 1.0000000180025095e-35 1.0000000180025095e-35 0.55868296782514293 1.0000000180025095e-35 -1.2126727935954851 -1.0625654336828987 -0.97604641915355106 1.0454229551509682 4.2386806022684906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 25 -1 12 24 10 -8 13 16 -4 27 21 -3 -11 -18 -20 22 -10 -7 26 -6 -2 -13 -5 -29 -9
right_child=1 7 11 14 8 20 9 29 15 17 -12 23 -14 -15 -16 -17 18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00054826936993718353 -7.4552212968661017e-05 0.0012032687817665241 -0.00077610151402955445 -0.00040895160085051139 -9.4871600169880326e-05 -0.00013392189486442118 -0.00029917945704256959 -0.00079493590767696319 -4.8009689004696098e-05 0.0002314507700111846 0.00039260760804983721 -0.00045509901964380236 -0.00061079193467348906 -0.00037943068136682661 0.00059160877150296718 -0.00053383971386305941 0.0019700789989960184 0.00071244779583434976 -0.00021247122518479742 -0.00047872336556708199 0.00020687123796709508 -0.00038553439503536801 -0.00053963827630485307 -0.00058893960933242438 0.00020886378416058854 -0.0005956256630500887 -0.00012340179272166238 6.9417476379930569e-05 0.00062082121789087551 0.0011763325700212732
leaf_count=3225 3000 317 17711 2181 10764 22017 5814 20167 34867 5560 7677 8830 28774 16410 5303 6039 113 7283 22483 27925 5075 8441 5871 6956 19201 26544 19546 11526 2155 156
internal_value=0 -0.22582 -0.15748 -0.0878143 -0.131826 -0.258855 0.179586 -0.408532 -0.0443565 0.247711 0.0814816 -0.343153 -0.356303 -0.46977 0.186625 -0.129013 -0.27736 0.419125 -0.288008 -0.294413 -0.120724 -0.0892431 -0.176789 -0.237298 0.0869293 -0.446456 -0.179535 0.0771585 0.13687 -0.644006
internal_count=361931 332372 232437 162984 141819 62507 29559 99935 79312 26334 13491 69453 79612 34121 21165 49347 50838 12843 50521 50408 32963 43308 27888 35332 29965 29544 28376 15862 13681 20323
shrinkage=0.00120328


Tree=172
num_leaves=31
num_cat=0
split_feature=272 1097 616 785 921 713 519 783 1031 869 1458 647 21 888 728 747 507 1193 715 1009 738 50 588 263 1154 1367 677 602 198 791
split_gain=790.819 620.964 479.341 407.895 359.264 343.257 421.318 316.775 256.765 250.297 198.558 191.314 186.349 175.354 163.926 150.768 148.556 147.754 140.771 140.498 137.491 130.38 128.089 120.037 115.815 177.28 113.645 136.665 110.769 108.831
threshold=1.3643217266306855 -0.95342879297703587 0.57091520978742472 -0.86283290253235112 1.0525743831388839 1.0000000180025095e-35 2.1420547332082829 1.1155635910225459 1.6568736917453439 1.0000000180025095e-35 1.5460827014339922 -0.39658881029650567 -3.2545899522946695 1.0000000180025095e-35 -0.90320472132347296 1.0000000180025095e-35 0.65809631222906606 4.2386806022684906 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 14 5 16 9 18 10 11 19 15 -2 21 -3 -7 -5 28 -6 20 -1 23 -8 -14 25 -16 27 -13 -4 -17
right_child=12 2 17 4 7 6 22 -9 -10 -11 -12 26 13 -15 24 29 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019117447084902476 0.0023310369997380466 -0.00060551243412057748 -0.00042901917119720137 0.00014059694227340846 -0.00031042174900664779 -0.00033418861525372857 0.00027286963651454649 0.0010810054250629416 -0.00086747261900654122 -0.00053904025472212389 0.0003295325611740893 -0.00082925507084858751 -0.0010618139343748936 -0.0011015627798559391 -0.00020340792965338659 2.1705117275914203e-05 0.00088797917714523262 0.0019335943318415602 0.00035307456767101961 -0.00084478338347389608 -0.00068311987127370904 -0.00037464844808451372 0.0012253281004557044 -0.00052783010732662769 0.00084328908834077989 0.00070250655590787929 -0.00014746565898627568 -0.00023772566656902217 -0.0010578435668980946 0.00052403934987493286
leaf_count=29547 208 1654 27288 16300 6718 11617 7026 4920 19931 33428 5105 11891 14398 12206 4388 19734 3879 292 10267 10164 11364 27759 1921 14335 8418 5714 19312 10180 4994 6973
internal_value=0 -0.0909313 -0.0385827 -0.000911818 -0.0354109 -0.0736811 -0.11537 0.198795 -0.264796 -0.152005 -0.194004 -0.091926 -0.355728 -0.363914 0.259566 0.00837174 0.165307 -0.28124 0.0640072 -0.237087 -0.184104 -0.31453 0.276665 -0.428537 0.310626 0.171553 -0.190531 -0.299963 -0.296396 0.0874206
internal_count=361931 293025 216914 184340 164166 142261 122082 21905 76111 113135 56180 79707 68906 68698 20174 38324 20179 32574 16985 51075 40911 56492 8947 28733 18520 10102 41383 22071 32282 26707
shrinkage=0.00175415


Tree=173
num_leaves=31
num_cat=0
split_feature=785 548 728 125 50 727 194 1376 869 789 803 746 1470 858 21 953 947 497 710 1469 388 1193 547 1367 1361 921 665 578 705 332
split_gain=1370.59 1017.28 853.852 570.421 469.23 368.253 285.538 273.05 230.583 217.116 196.039 190.625 187.372 184.187 182.861 177.803 171.941 164.905 164.668 163.987 143.44 150.299 142.198 144.931 179.768 125.479 124.376 122.623 120.688 118.658
threshold=-0.86283290253235112 1.3419342387057427 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.9682860324222273 0.66766320980544069 -1.2126727935954851 1.0825608069246189 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 3.0589865121061197 0.44168008893566513 -0.96833047545424733 1.0000000180025095e-35 4.2386806022684906 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 0.85652824257920523 -0.87905496296652397 0.51747580830848527 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 18 12 10 17 11 19 25 -2 28 -3 16 -16 20 27 -6 29 -22 23 24 -7 -5 -14 -1 -13 -4
right_child=1 14 8 9 7 22 -8 -9 -10 -11 -12 13 26 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073118850822188582 -3.5497217119073868e-05 0.001600469014490776 -0.00042842246310459197 -6.0841999827311264e-05 0.00023784041756303559 -0.00010268783991760663 -0.000174792347583138 -0.00027338882931228313 -0.00062031632660782736 -0.00026751383038634111 0.00055087814929177521 0.00023102620941025165 -0.00067353441853516946 -0.00016274649888799815 -0.00092431238740965811 -0.00043744862103874447 -0.00052534015834723767 0.0008770249998251386 -0.00051102651566766648 -8.7162243976295631e-05 -0.00067587220157780718 0.002021551370630027 -0.00034867960272402467 0.00070801734540692292 0.00062398021547526762 0.00042979267355972017 -0.00027946038917953326 -2.1619923751533712e-06 0.00063621553083958191 -0.0001638357925860134
leaf_count=1250 4267 171 20532 16729 10085 3312 25868 27644 26708 6795 3152 7109 25400 3076 16887 33562 15581 558 3309 39534 9705 105 1040 9109 3547 3127 6410 7992 7423 21944
internal_value=0 -0.217685 -0.165022 -0.0945723 -0.160227 0.215421 -0.30136 -0.0633998 -0.355959 0.0927998 0.0163412 0.149304 -0.434651 0.290282 -0.469329 -0.476872 -0.603206 -0.276401 -0.035173 -0.0151804 -0.2903 -0.538026 0.397398 0.441279 0.233259 0.0170366 -0.496614 0.0867279 0.377223 -0.239882
internal_count=361931 332372 266171 186619 142360 29559 61945 80415 79552 44259 52771 37464 36077 17608 66201 66030 32468 52844 12551 49619 52286 9810 17008 15968 6859 19856 31810 9242 14532 42476
shrinkage=0.00118073


Tree=174
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 119 712 595 56 852 1022 1361 1469 529 1022 705 1016 1470 638 896 21 21 1238 543 921 269 871 588 1193 829 644
split_gain=1287.21 971.505 732.398 507.581 440.965 344.698 267.442 255.257 230.758 210.956 274.002 203.39 202.919 187.748 185.641 185.376 173.105 154.113 142.228 137.936 133.81 132.371 130.48 124.151 122.571 113.545 113.023 106.747 103.551 101.319
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.88964864486721928 1.0000000180025095e-35 1.0000000180025095e-35 0.62883063453998334 1.0000000180025095e-35 -1.2126727935954851 -1.9689564536147179 -0.28794826445342053 1.0000000180025095e-35 -3.9164670491403295 -0.6968354641114346 1.0000000180025095e-35 1.0525743831388839 -0.36806838854686125 1.0000000180025095e-35 2.250834115212506 4.2386806022684906 1.3510217695864444 -0.34929633066952553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 12 16 11 10 -7 -6 17 15 -5 -4 -2 -3 -13 -11 -19 -22 25 -10 -15 -9 -16 -8 -29 -18
right_child=1 6 13 14 8 9 27 22 23 19 -12 18 -14 24 26 -17 29 20 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00053814862304643629 -2.793453299983005e-05 0.0012240314733664231 -0.00082876120389370185 -2.5468769800925662e-05 0.00011432109991148674 -0.00025688482473019888 -0.00081424859636591059 -3.9756808754074578e-05 0.00011033230635192706 0.00025284255124996221 0.00042864254492503784 -6.7225863640110538e-05 -0.00062010876395061985 -0.00049250845884869429 0.00021308427715820914 -0.0004019656764277355 -0.00043158278501858097 0.0019606201083546288 -0.00033051166914369821 0.00072345378020069982 -0.00021891639967403165 -0.00048578019259796075 -0.0006816512814822942 0.00071582674009011921 -0.00017364071640587407 -0.00050046208368542222 0.00070482591846869299 -0.0011985796067292913 0.0028933007563407202 -0.00074702308511005267
leaf_count=3225 3993 317 15375 21301 14998 6145 20167 17943 7983 5945 6506 23022 28774 14279 13171 14591 13691 113 26048 7738 22483 27925 3158 2316 17001 4317 2910 83 73 16340
internal_value=0 -0.226921 -0.15813 -0.0937709 -0.155354 0.193831 -0.410689 -0.295253 -0.0576074 0.26145 0.0839234 -0.103262 -0.357366 -0.36164 0.100242 -0.491332 -0.426506 -0.278731 -0.166996 0.42518 -0.289418 -0.295743 -0.148629 0.208651 -0.253889 -0.097816 0.249995 -0.650297 1.01237 -0.487787
internal_count=361931 332372 232437 171191 133809 29559 99935 59442 74367 26334 12651 64068 79612 61246 37382 29966 34024 50838 49070 13683 50521 50408 25418 10299 31280 22260 16081 20323 156 30031
shrinkage=0.00122049


Tree=175
num_leaves=31
num_cat=0
split_feature=1238 43 800 728 852 705 576 1453 1458 781 947 953 194 539 253 789 852 479 257 727 1459 934 896 813 884 1169 1367 1430 595 1223
split_gain=789.53 632.143 520.827 403.216 314.491 202.985 173.586 169.395 166.427 159.498 148.837 174.823 135.828 131.986 130.593 129.398 138.963 127.679 121.96 117.077 108.485 103.73 103.677 93.4571 90.5202 90.4271 89.3099 135.261 86.5137 80.7872
threshold=1.6236383842237581 1.0000000180025095e-35 -0.57812715656594349 1.0000000180025095e-35 -0.22706799479215015 0.43610112760085196 -0.64782611375555454 1.2041679343814773 1.6432510327171366 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.6695026854463163 1.0000000180025095e-35 2.1947927481295069 1.0747610123934368 -0.37854602687012912 1.0000000180025095e-35 1.0000000180025095e-35 0.55110117980312012 1.0000000180025095e-35 -0.36124603107481074 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.3732793974093203 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 17 -6 12 13 26 11 -2 18 19 20 16 22 25 -3 -4 23 -21 24 -5 29 -1 27 -7 -14 -8
right_child=10 7 3 14 6 9 15 -9 -10 -11 -12 -13 28 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00041004025612434881 -0.0015401522610296913 -0.0013092428074233376 -0.00015246571496683439 -0.00078160760256967571 -0.00026804625922370113 -0.00017375684574550367 -0.00032577419811343205 8.9320925441625505e-05 0.00051088165252878126 -8.1345115472019677e-06 -0.00057560798590472798 -0.00073904699957173965 -0.00040344345930124745 -6.6953423382754752e-05 -0.00083165737602503616 -0.0005355983890168209 0.00057256889428554912 -0.00032176525104732877 -0.00066740448673912082 -0.0010260467595669561 0.00010181716602557236 -0.00048676578923463604 -0.00012229316800911843 -0.00029358571327870288 0.00046706753243274757 -0.00025699568287837336 0.0010083102513405622 0.00093186203874412736 -0.0010981143453691567 0.00036461142242931102
leaf_count=12189 13382 12399 10537 13702 21950 3311 7009 5799 3415 6462 23187 12929 25801 13063 20257 4079 12577 11730 13728 10963 7001 17814 19739 18270 14144 4618 9071 3651 4213 4941
internal_value=0 -0.0977536 -0.0538644 -0.103352 -0.0475857 0.123727 0.027433 -0.296909 -0.170372 0.262876 -0.405939 -0.534905 -0.334965 -0.200858 -0.25936 0.0788655 0.102466 0.0107755 -0.458886 -0.265945 -0.187842 -0.336393 0.0506929 -0.243064 0.131157 0.116753 0.36616 0.201094 -0.241666 -0.00523892
internal_count=361931 312433 250493 199461 140231 51032 84439 61940 55792 22495 49498 26311 56141 52377 59230 62489 58410 28537 26127 39314 38973 28777 45833 31972 26094 16807 16033 6962 30014 11950
shrinkage=0.00203349


Tree=176
num_leaves=31
num_cat=0
split_feature=1378 612 391 1436 1430 859 1373 785 1459 785 677 1469 1469 464 1030 21 1373 1464 705 802 616 21 856 705 872 1361 257 662 857 733
split_gain=759.782 570.307 453.643 290.055 343.314 256.825 200.44 178.817 179.81 175.651 156.379 155.945 141.492 134.377 132.216 121.125 125.53 119.46 101.674 100.081 98.9547 98.334 98.1634 101.513 96.7111 91.1213 84.2664 82.6275 80.2273 79.4023
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.54135187694831066 -1.2601938093385081 -0.86283290253235112 0.73871680408646412 -0.86283290253235112 1.0000000180025095e-35 -1.0706168552173836 -1.161100960392466 1.0000000180025095e-35 -0.28833227140160522 -3.2545899522946695 -0.35286549756995528 0.74657910936426475 0.86867179873090239 1.0000000180025095e-35 1.0032126598012274 -3.7273593071844267 0.8876910793899796 0.87723755459486374 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 -0.58271687606615485 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 14 25 -5 15 -7 13 -1 -11 -8 22 -9 29 20 -6 -12 27 -13 23 -2 -18 -4 -3 -14 -23 -17
right_child=5 26 6 7 18 9 10 8 -10 12 19 21 17 -15 -16 16 24 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.0569997039362013e-06 0.00040210165164226459 -0.0012732158238475616 -0.0013648883756591228 0.00066170745920534897 -0.00024105871888009886 0.00050587591566363891 -0.001120810733135247 0.0033880744701436367 0.00046118788901426314 0.00029499301958995153 -0.00013072612599258782 0.0031787370988533323 4.8368643886459574e-05 -0.0004434051087375917 -0.00013452615032367478 -0.00030257041625423382 -0.0001137374823641127 0.00018263978346460034 0.00038523612722914243 -0.00077709359548644257 -0.0010600520640778547 -0.00076798156815509658 -0.00018600899273990716 0.0010615179676505362 0.00053223250711291329 -0.0007564279593721432 -0.00078835862408393673 -0.00041712997663303434 -0.0013371709470365336 -0.00095420502684625489
leaf_count=4018 18795 17159 10839 6509 24955 6892 13879 137 10008 8644 23311 85 9110 14061 9803 19141 26636 8524 6047 6631 4394 14482 3993 5130 5034 14923 17799 34923 10309 5760
internal_value=0 -0.195197 -0.156811 -0.0829782 -0.196 0.00991808 -0.285728 0.00170845 -0.0320286 -0.0620918 -0.218829 -0.378352 -0.0958665 -0.34517 0.141793 -0.0787862 -0.0843696 -0.134521 -0.0509604 -0.119876 -0.174925 -0.449583 0.209532 0.255758 -0.00292093 -0.458358 -0.468544 -0.147573 -0.460114 -0.202281
internal_count=361931 251723 216765 133121 59896 110208 83644 73225 66716 72487 57882 28894 65595 27940 37721 56708 56571 56951 31002 29942 48427 24876 27918 23925 31670 25762 34958 44033 24791 24901
shrinkage=0.00215074


Tree=177
num_leaves=31
num_cat=0
split_feature=479 1423 728 1431 800 1459 951 652 1430 1357 516 677 809 1442 902 705 1458 1449 1430 1367 671 815 1426 781 513 1465 791 147 885 596
split_gain=740.693 608.999 484.543 335.684 282.285 231.31 224.002 199.522 148.49 146.319 141.947 131.136 159.343 126.151 117.772 116.957 114.546 112.497 105.931 132.567 105.801 141.97 104.587 103.29 101.29 100.137 94.7306 85.9449 85.3644 82.4631
threshold=1.6834386678921571 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 -0.57812715656594349 0.73871680408646412 0.4454315257619969 -0.55024281929118113 0.54622893720785959 1.3962008022525787 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.962738934255707 3.2986939041005705 0.55173883176433092 1.8460070869938618 0.71251893840138358 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0454229551509682 -0.13313348522110055 1.0000000180025095e-35 2.9755377109647418 6.1053019920877674 3.0920830256423057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 7 16 10 13 11 -6 12 28 -3 18 -1 24 25 19 -8 21 -2 -5 -17 29 -15 -13 -10 -9 -4
right_child=20 8 6 22 5 -7 14 9 27 -11 -12 26 -14 17 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0001646660354946884 -0.001469951210388099 -0.0010428347042367302 -0.0007075388232546042 -0.00025438319558461578 -0.00016702643910777124 0.00038843901804154224 -0.00086961705815272834 -0.00083818039879484621 -0.00022755197073323687 -0.00086821941277553862 0.0003712776260804384 -0.0001481230043981464 -0.00012380857520560739 -0.00087796718915338686 0.003735437115834754 0.00083992961841150267 0.00028649841980472353 -7.522112445807859e-06 0.00023707964592129205 7.8959010498253038e-05 -0.000586929315573123 -0.00071737394933675883 -0.0008440083002357238 0.00013955311349303501 -0.00011051646885531329 -0.00036305570873413007 0.00029523262101436524 0.0018299184888347145 0.0023398703559252289 0.00098639537893981501
leaf_count=15318 12566 15363 44132 16881 13574 19544 5530 11994 12733 5899 20301 23344 15203 16844 115 12079 2791 5758 9950 5384 20639 12281 8370 4638 6385 12224 11192 280 122 497
internal_value=0 -0.0888225 -0.0454568 0.00891409 0.0428869 -0.00232323 -0.195415 -0.0421725 -0.281764 -0.106894 0.0825934 -0.0791303 -0.192645 -0.337828 -0.0168974 0.207513 -0.274764 -0.270393 -0.0298367 -0.178466 -0.403599 -0.516634 -0.217636 0.321284 -0.29986 -0.326115 -0.002036 -0.0834754 -0.393021 -0.339895
internal_count=361931 316445 253243 178459 153208 121173 74784 101629 63202 67754 33875 61855 27319 50189 20979 32035 53805 34826 20864 10914 45486 24847 25251 16717 51014 29068 34536 13013 12116 44629
shrinkage=0.00201522


Tree=178
num_leaves=31
num_cat=0
split_feature=134 871 785 728 1458 784 125 921 50 56 727 519 662 589 539 1089 1026 902 578 1016 677 878 1464 647 125 1469 1444 1014 50 726
split_gain=722.34 566.047 460.469 468.784 301.385 257.505 211.386 172.285 167.018 168.058 166.244 155.31 151.68 138.791 137.384 128.329 121.851 121.382 120.026 126.413 187.972 118.825 109.469 106.345 103.687 101.318 94.9497 93.6893 93.3357 92.1309
threshold=1.6445699455742113 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.20667703603638712 0.9594655836162902 1.5320262332576917 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -1.1275738623161491 2.1420547332082829 -0.58271687606615485 1.4824100882457953 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.4436453420943347 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.7288330941478851 -0.87782724458594241 0.58518330826110332 0.40860155981874441 1.0000000180025095e-35 1.9117660652834578 0.55630078546380823 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 6 8 29 9 -4 -1 15 13 -5 21 -3 22 26 -12 20 -20 -2 -6 -15 28 27 -17 -10 -14 -7
right_child=14 11 3 12 16 7 -8 -9 25 -11 18 -13 24 23 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00055723081259758571 -0.0012242969308007014 -0.00073207476601677886 -0.0007203673732232202 -0.00017898249570762623 0.00020294431376060093 0.000489104323132536 0.00028894459278332461 0.00077591962747893656 3.1935359212782219e-05 -0.00023359201638817391 0.0010911436168632572 0.00022357157525597669 -0.00068212410494745556 0.0019010564842971711 -0.00045967767980549859 -0.00027969711649973968 -0.00030434690046935359 0.0021768403906681491 -0.0004193144427759381 0.00066533238150186735 0.00052865248618178624 -0.00063556968837941749 0.00075407629325711044 4.7094476894755911e-05 -0.00018362989929423103 -0.00034542571185988328 -0.0007886392551702616 -0.00078903603328712014 -0.00028975157314635642 -8.7964134649715518e-05
leaf_count=2096 11814 26142 18958 11245 36228 4251 8279 4400 29127 19688 2847 3477 32263 691 23759 23209 5457 207 4204 8230 5164 12495 4487 820 11780 16755 6823 1807 11614 13614
internal_value=0 -0.0819037 -0.0416818 -0.0708015 -0.0153151 -0.0710871 -0.118941 0.12007 -0.151483 -0.25916 0.223891 -0.278034 -0.228251 -0.0183947 -0.381257 -0.309112 0.120882 -0.215313 0.275176 0.214122 0.0587004 -0.516982 0.156176 0.561206 -0.279943 -0.0748169 -0.228052 -0.00779292 -0.333624 0.0289099
internal_count=361931 313863 254005 231464 163051 116879 94614 22265 86335 38646 22541 59858 68413 12756 48068 56381 46172 30239 20445 17598 9368 24309 40715 1511 55657 47689 30032 30934 43877 17865
shrinkage=0.00170384


Tree=179
num_leaves=31
num_cat=0
split_feature=785 728 341 871 941 125 712 595 50 681 1022 1154 56 50 21 1022 1361 953 1085 789 62 519 723 21 1458 269 1307 567 789 253
split_gain=1132.94 905.585 684.623 496.671 404.649 352.19 311.845 265.949 252.315 209.525 204.557 229.206 200.087 220.979 189.288 181.287 236.9 166.875 209.017 162.827 144.849 137.462 169.169 127.79 123.04 117.588 111.831 111.065 107.877 107.455
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76477020397632989 1.0000000180025095e-35 1.9607587081991176 0.58518330826110332 -0.63779424894106762 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.20667703603638712 -0.36806838854686125 1.6294210021612947 1.5636217676721176 1.1248358748350926 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 8 -1 12 9 10 11 -2 13 -3 -4 16 -8 18 -16 21 -14 26 -23 -17 -12 -19 -7 -22 -10 -5
right_child=1 7 14 29 -6 19 15 -9 28 -11 24 -13 20 -15 17 23 -18 25 -20 -21 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00047291965424579499 -0.0005102792596176995 -0.000644929803559039 0.0016037927031666136 -0.00026207738800640477 0.00044290197875210599 0.00016603458126357703 -0.0002068855292868852 -0.00071305770399617018 0.00011051825433488504 -0.00058558574569233493 -0.0001300633999019752 -0.00011028504985685913 -0.0004255373263604985 -0.00020221070815292454 -0.00079465882834369058 0.0002289547916854298 0.00039177011023982947 -0.00040347617915845196 -0.00035224038579704598 -0.00022219894875491778 -0.00019384363224073158 -0.00026957567755225083 0.00068623323003848952 0.00065524209266266085 0.0001793060285615549 -0.0001133029592327909 -0.00042241096449688895 0.0003864457015458562 -0.00030746956755246986 -0.00056238325084159105
leaf_count=3225 17362 27370 200 20022 7967 19844 6145 20323 22431 7973 22325 15936 20028 9270 13841 5945 6506 19665 15258 5277 21096 1128 4291 7738 9084 13135 1973 1848 3641 11084
internal_value=0 -0.202758 -0.136246 -0.073975 -0.0257849 -0.0535819 0.193576 -0.381882 -0.116441 -0.180727 -0.14413 -0.262839 -0.328434 -0.453951 -0.334594 0.258027 0.0932109 -0.342821 -0.471238 0.11613 -0.23386 0.174907 0.439326 0.410713 -0.0333636 -0.244238 0.105615 -0.124917 0.0464797 -0.318292
internal_count=361931 332372 232437 170338 139232 131265 29559 99935 98752 72680 64707 33298 79612 36640 62099 26334 12651 61899 29099 32513 42972 27236 5419 13683 31409 32800 21817 22944 26072 31106
shrinkage=0.00114338


Tree=180
num_leaves=31
num_cat=0
split_feature=785 263 50 1362 56 747 1470 712 1469 747 1022 1154 131 961 1235 1430 476 1357 644 1022 871 497 1010 21 705 1470 727 652 474 1436
split_gain=1399.71 993.348 802.461 457.091 439.903 421.847 358.28 357.413 313.269 235.776 205.565 274.178 189.665 189.06 187.753 170.98 169.188 155.819 153.254 147.055 144.226 135.155 134.993 130.851 124.202 117.475 115.253 114.082 108.749 104.253
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.63779424894106762 -0.61819632934197222 0.34871943973277292 1.0000000180025095e-35 1.0000000180025095e-35 -0.67630721506970115 0.58053403949872362 -0.94625487755706195 1.0000000180025095e-35 -1.0099296266851885 1.0000000180025095e-35 -0.34929633066952553 1.0000000180025095e-35 1.0000000180025095e-35 1.8511096242798462 3.0713252103476614 1.0000000180025095e-35 0.83440877527505686 -1.2126727935954851 -1.1275738623161491 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 8 6 21 -2 -1 17 20 11 -9 -8 16 -7 19 -10 27 -14 -5 28 -3 -18 -12 -16 -17 -20 -4 -6 -11
right_child=1 5 3 15 9 14 12 10 13 29 23 -13 18 -15 24 25 22 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00051900894447871123 6.9637576115268296e-05 -0.00029794722017937241 0.00047911339091896861 -0.00079593360263883973 -0.00030648503375998131 -0.00020661121304999159 -0.00098835155825562266 -0.00018655184207989615 -0.00042439068649232048 -0.00031619339119506217 0.00030045596657315022 0.00050276831916188541 -0.00046421073618078626 -0.00054844968922856268 0.00012614261644589578 0.00030499210854015676 -9.6904852825889422e-05 -0.00013602235854846768 -0.00031012796801644933 -0.00037427739550632898 -0.00078442686049490739 0.00016560245149344118 0.0008830952753770768 0.00076068895071677834 0.00043860445205058944 -0.00032298612518861462 -0.00086538804248308251 8.7389910053793174e-05 -0.00079094714286753298 8.6600245236345124e-05
leaf_count=3225 4071 25997 6347 12149 22882 7212 17928 6670 12533 7342 5945 5981 20851 10035 19144 1909 34417 12191 3190 11552 8240 4277 747 7738 10470 32224 21064 12921 4056 8623
internal_value=0 -0.210882 -0.272323 -0.174532 -0.410725 0.000362199 -0.538062 0.226924 -0.0857187 -0.269995 0.295169 0.120131 -0.584814 -0.176757 0.133428 -0.322671 -0.125805 0.0727089 -0.512155 -0.467344 -0.371963 -0.183476 -0.0592272 0.45595 0.195708 -0.231913 -0.638896 0.179977 -0.301445 -0.0716998
internal_count=361931 332372 265272 147025 118247 67100 67104 29559 89191 51143 26334 12651 63033 57732 36826 57834 47697 31459 45105 23701 35178 30274 35164 13683 29614 34133 24254 19268 26938 15965
shrinkage=0.00123037


Tree=181
num_leaves=31
num_cat=0
split_feature=545 1030 1442 263 188 795 602 539 705 1445 1457 785 1449 868 1154 713 803 21 1455 789 784 253 735 884 1160 824 319 1455 1469 1464
split_gain=723.536 548.213 534.804 418.069 508.038 271.436 215.578 254.69 200.347 187.702 163.956 159.001 156.466 151.187 146.862 142.696 142.182 138.973 137.064 119.92 116.064 109.864 106.384 105.827 102.939 102.288 100.398 95.7888 94.9641 94.9431
threshold=-1.0372938969678034 0.99422031274767553 -1.2625182715263061 1.0000000180025095e-35 1.0000000180025095e-35 -0.29258408639884992 1.0000000180025095e-35 1.0000000180025095e-35 0.68022516972375169 1.6380901172106308 1.339295830115254 -0.86283290253235112 0.79506610846124859 -0.5942415351291912 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 -0.70163543588998201 0.75934798726561159 1.1248358748350926 0.9594655836162902 1.0000000180025095e-35 3.1554326354961759 0.66905551989196432 0.68536004617275303 1.6273301965107299 2.3683501136148597 0.80851755981579754 -0.63393269545937792 1.4925201905101055
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 9 4 12 8 7 -1 25 21 15 -6 14 19 24 -3 22 18 -8 -7 -15 -2 26 -10 -4 -5 28 -9 -13 -19
right_child=1 10 3 5 11 13 17 27 23 -11 -12 16 -14 20 -16 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015914303809651822 -0.0001234920084641611 -0.00022060591707210493 -0.0011516745990559595 0.00032415430010109334 0.00084120276602799948 0.00072998927854093978 -0.00033764156458529314 -0.00080388709375086101 0.00059258999629823415 -0.0011472417102917042 0.00037886132355933734 0.00026428363540583177 0.00011099876926444472 -0.00023349915847415448 -0.00036611029108001242 -0.0010378730000853266 0.00097780321087392093 -0.00074127250270260455 0.00074744061366464431 -0.00053231736492240309 0.0003380707321079655 -0.00080776775272975671 0.0015749155454898051 0.0013235470176576904 -0.00019688592805171184 -0.00052731113772873644 -0.0013623503207904498 0.00015718738637779332 -0.00023396112083128013 0.00030183115945470374
leaf_count=17846 14603 6653 22289 26215 5052 7846 16483 19285 12115 13054 2732 12108 6095 35815 14554 25259 2667 31951 3294 1882 9007 9741 709 5814 3104 3785 1629 3065 25144 2135
internal_value=0 -0.0638848 -0.0302625 0.00949534 -0.0964509 0.0922149 -0.290682 -0.431145 0.19995 -0.272484 -0.323867 0.0415081 -0.272517 -0.0018362 -0.325627 -0.370642 -0.000461352 -0.206045 -0.0595796 0.214277 -0.0507491 -0.16581 -0.032754 0.360561 -0.437214 0.100044 -0.0481748 -0.286678 -0.0285635 -0.289899
internal_count=361931 267872 233228 195830 93351 102479 94059 40196 47929 37398 34644 47309 46042 54550 39947 31912 42257 53863 19777 9728 44822 24344 39590 17929 25393 30000 38881 22350 37252 34086
shrinkage=0.00230738


Tree=182
num_leaves=31
num_cat=0
split_feature=785 728 1238 852 677 727 809 896 595 1022 529 1154 784 391 638 706 21 519 666 21 1309 405 846 1469 888 791 1298 885 1430 921
split_gain=1180.95 963.025 707.98 490.632 375.308 325.675 289.314 285.306 269.57 213.885 204.414 193.874 182.343 158.94 151.089 147.37 140.464 138.836 137.4 134.792 132.336 120.199 119.9 114.295 108.044 106.877 106.27 113.461 118.168 105.715
threshold=-0.86283290253235112 1.0000000180025095e-35 0.46340146005616162 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 -1.9689564536147179 0.62672487627420737 1.0000000180025095e-35 2.1420547332082829 1.358136393041484 -3.9164670491403295 0.81883784246325297 1.0000000180025095e-35 0.55868296782514293 -1.2673214316849539 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.4658443334279108 1.0000000180025095e-35 1.0525743831388839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 15 18 17 10 11 14 -4 -5 -8 -3 -1 -7 -6 23 -16 24 25 -11 -2 -21 -9 27 28 -25 -14
right_child=1 8 9 12 7 16 13 21 -10 22 -12 -13 29 -15 19 -17 -18 -19 -20 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030008275618089174 0.00012046250666744285 0.0010508274303509557 -0.00066049997066381652 9.8691845774778888e-05 4.6286749546211614e-05 0.00016211710745230807 -1.9615034201193805e-05 -0.0001816651193859447 -0.00066140596582183364 -0.00016548140871460148 -0.00051183979433628353 -0.00031034120572216533 0.00032391649943456954 -0.0003169973138975068 0.0017030168291366768 0.00014072101446109829 0.00053200742057017973 0.00038687601378693446 2.8949517401754877e-05 -0.00029631301593770556 -2.5031345976829852e-05 -0.00045200749956933331 -0.00048810928440161567 -0.00079323012056728675 -0.00063986423514381899 6.1736189514561928e-05 -0.00031669872175319554 0.0010341529953471554 -0.00037294784266715696 0.00090989951691789991
leaf_count=5567 1392 317 17711 15862 30789 6893 22156 24844 20323 28376 28774 16410 3592 12868 113 6984 10115 5365 2743 37469 7187 5299 6956 11383 5752 11060 8716 162 5042 1711
internal_value=0 -0.209454 -0.140808 -0.0717501 -0.115917 0.194654 -0.237084 -0.026938 -0.393534 -0.325497 -0.339766 -0.455703 0.203198 -0.118295 -0.260484 -0.0412676 0.36743 0.0966001 -0.402323 -0.271161 -0.277556 -0.142 -0.216762 -0.45414 -0.324979 -0.102452 -0.490591 -0.60097 -0.622883 0.504187
internal_count=361931 332372 232437 162984 141819 29559 64462 77357 99935 69453 79612 34121 21165 35024 50838 12551 17008 36154 29438 50521 50408 41203 35332 26695 43221 35904 25303 16587 16425 5303
shrinkage=0.00104039


Tree=183
num_leaves=31
num_cat=0
split_feature=785 728 1100 263 257 614 712 595 202 519 470 1022 1361 872 527 181 464 705 540 1466 181 804 21 1470 852 638 21 21 1022 56
split_gain=1460.61 997.769 757.961 638.596 574.263 399.86 364.186 269.268 253.036 241.891 216.57 198.477 264.622 191.903 182.058 180.839 168.343 166.881 161.01 152.592 145.125 138.36 130.463 127.03 123.882 120.087 113.482 104.371 104.097 103.591
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 -1.0625654336828987 -0.63779424894106762 1.0000000180025095e-35 0.99025722045320774 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.85297537480346686 0.86558768754863191 1.0000000180025095e-35 1.0000000180025095e-35 0.17912845168201011 1.0000000180025095e-35 0.4908310215996638 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35 -1.2126727935954851 -0.22706799479215015 -1.9689564536147179 -3.9164670491403295 -2.7818205974049124 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 14 -5 -1 10 9 13 16 12 -8 20 23 19 -3 -11 25 24 -7 -15 -13 -2 -6 -12 -27 -4 -29 -25
right_child=1 7 27 5 15 8 11 -9 -10 17 18 22 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 29 -26 26 -28 28 -30 -31
leaf_value=-0.00054804600812681048 -0.00016688745634253616 -0.00084580156010413492 0.0016347790945347633 -0.00029516236182807403 -0.00034026797421984504 5.0171299015801233e-05 -0.00020833793710428643 -0.00083360152826206441 -0.00033736779169039405 -5.7230210692104536e-05 0.0011687374497697624 0.00032035261471210867 0.00050548347277230312 0.00023136143925656452 -0.00020893944627304787 -0.00044634390976900913 -0.00045427032195756635 0.00064125347866220237 -9.3972717101621696e-05 0.00027722663017655617 -0.00031600073195686636 0.00099198137030161171 0.0008045222571931471 -0.00078494363825296499 -2.6224554806168108e-06 0.002032738032903839 -0.00048064074917191245 -0.00080267572603233146 -0.00046795702103568341 -0.00030569474967594634
leaf_count=3225 3632 17409 119 27033 11922 40951 6145 20323 9222 2809 262 5945 6506 10677 8830 10185 20948 7487 13920 7459 8827 1544 7738 27342 19284 92 26981 15756 15218 4140
internal_value=0 -0.215231 -0.145541 -0.103975 -0.235514 -0.00599293 0.231791 -0.401866 0.057531 0.0936111 -0.348321 0.300662 0.128788 0.0469709 -0.427643 -0.0942046 -0.473348 0.355275 -0.246826 -0.0348707 -0.00710258 0.257939 0.458636 -0.503857 -0.0971566 -0.344867 -0.360848 -0.472006 -0.481553 -0.552437
internal_count=361931 332372 232437 201344 92794 108550 29559 99935 81517 72295 79612 26334 12651 61999 43944 48850 38357 10296 41255 38665 49778 12221 13683 35114 31206 27335 27073 31093 30974 31482
shrinkage=0.00129647


Tree=184
num_leaves=31
num_cat=0
split_feature=67 1022 1016 131 959 893 683 795 785 921 1469 1367 784 50 1430 819 21 263 460 677 1154 713 21 319 791 1030 1449 1455 1466 606
split_gain=726.41 488.168 498.461 351.694 274.707 229.004 226.93 218.866 198.561 198.396 190.561 195.349 182.138 167.784 146.519 145.625 142.269 141.667 140.244 133.829 175.421 138.099 129.51 123.874 112.19 109.669 107.751 103.728 98.3754 93.5371
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.67630721506970115 -0.68169868102075137 1.6744786423712141 -1.07329023030195 -0.29258408639884992 -0.86283290253235112 1.0525743831388839 -1.2673214316849539 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -2.9709283393608152 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 2.3683501136148597 1.0000000180025095e-35 2.2767728968969565 0.60588132381810589 0.72809816964645935 0.74365544056729793 0.44224916350105375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 13 -1 8 -5 23 -2 19 -6 14 -11 17 -12 16 -4 -3 28 20 21 -10 27 25 29 -8 -9 -15 -18 -21
right_child=5 3 15 6 10 -7 7 26 9 12 11 -13 -14 22 -16 -17 18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015880197141912291 0.00063493746759287937 -0.0014107767354365644 0.0034298568490278734 -0.0005850124785414275 0.00051338761111185071 -0.00072032719929732212 0.00046710055249946477 -0.00027406211813793286 0.00042468090334511077 0.00016752912880475595 -0.0012423258610106617 -0.00021376331212305592 0.0012111005586204404 -0.00011992026095477412 -0.00044392817359613661 -0.00092768606482042154 -0.00018747237244006696 -0.00057696937052578983 -0.00056422595022941004 -0.00017108710859586794 -2.7431106291797082e-06 -0.00080778900200488568 -0.0005172319293002451 -0.00090598962739040986 0.00044843504222598536 -0.00069829531384452159 0.00035219360348855947 0.00098537265331626977 0.00054948892995116793 0.00034645235494668535
leaf_count=17055 10366 8469 148 14029 2026 8420 25647 28420 2126 10000 23318 7589 3954 9326 6441 8747 27000 14312 22230 23941 19510 14463 19707 1644 11383 1821 6000 1962 3949 7928
internal_value=0 -0.182252 -0.289233 -0.0971106 -0.455506 0.0181811 -0.0125816 0.0339939 0.0417157 0.0114836 -0.36325 -0.403778 0.227574 -0.236526 -0.492111 -0.163014 -0.123477 -0.389813 -0.130432 -0.0286077 -0.125963 -0.298453 -0.139357 0.160305 0.0425556 0.189117 -0.0758343 0.0419107 -0.0417458 -0.0172454
internal_count=361931 249840 118503 131337 56429 112091 77561 63532 103671 93305 39374 37348 13954 53776 29759 62074 53327 22781 53179 79351 36099 16589 30995 29112 43252 27468 34420 11288 30949 31869
shrinkage=0.00212863


Tree=185
num_leaves=31
num_cat=0
split_feature=341 1166 56 188 785 664 652 1307 519 1470 50 678 1444 125 728 713 1091 583 728 921 1458 1223 1469 1450 728 953 678 784 1168 852
split_gain=695.716 555.091 407.716 471.881 307.922 231.086 205.964 202.14 192.407 187.163 184.764 177.888 170.884 157.213 155.219 135.294 128.908 128.676 123.303 123.114 110.852 109.219 107.745 103.444 98.5575 97.3453 94.5235 90.8136 89.2401 88.8469
threshold=1.3462168560862613 -0.94772631485393388 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 2.3848607387285203 -0.98896428961744431 1.3390041783085433 2.1420547332082829 -1.2126727935954851 1.0000000180025095e-35 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.55326332990463356 -0.90320472132347296 1.0525743831388839 1.136946192861312 1.0000000180025095e-35 -0.61819632934197222 -0.35950514493807501 -0.49008176997875957 1.0000000180025095e-35 2.9016603484412591 0.9594655836162902 1.0000000180025095e-35 0.64081800999824112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 9 24 6 -6 14 11 -3 13 15 22 -2 20 -8 -11 -10 -19 -17 28 25 -5 -13 -4 -12 -20 -21 29 -1
right_child=10 2 4 12 5 -7 8 -9 17 16 21 23 -14 -15 -16 19 -18 18 26 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030745300427535244 -0.0014181341423344905 0.00020647216680891084 -0.00052080217988963032 0.00045228370524650978 0.00058248677491884514 -0.0011850620129993956 0.00019396431891293748 -0.00090352195489562374 -0.00022638071857425184 -0.0010515995417346203 -0.0012862799430967394 -9.846009017596075e-05 -0.00052833709860542638 -0.00069538415562776941 -0.00077252073152334598 -0.00048943774640116365 -0.00048398660175227989 -0.00056592526587061415 0.0010650908044142842 -0.00011756496492908148 0.00047847024967978145 -0.00024110674922686335 -3.3299175188223216e-05 0.00041390969780498763 0.00092935636516147376 -0.00045834407048905899 -0.0012974068976186173 0.0011803053542162201 -0.00081337279114231001 0.00040864896853061748
leaf_count=19310 17152 4853 1002 13534 13510 3619 10514 25393 3218 23266 6980 13491 10661 18255 16550 32612 17606 1139 7148 3943 4372 20005 26613 16131 10651 8100 323 1376 6179 4425
internal_value=0 -0.0677076 -0.0177208 -0.123163 0.0572846 0.0236911 0.0390324 -0.233127 0.00392629 -0.296616 -0.316737 -0.033635 0.00379527 -0.443491 -0.157747 -0.112367 -0.349714 0.228615 0.347974 -0.170757 -0.0818448 -0.208516 0.0611588 0.0820368 0.361563 -0.358282 0.433405 0.110035 -0.130237 -0.0729693
internal_count=361931 291439 215210 96533 118677 107024 103405 76229 89895 45725 70492 78067 50808 35407 50836 48445 40872 11828 8610 37931 34286 35085 40147 29622 11653 15080 7471 5319 29914 23735
shrinkage=0.00222947


Tree=186
num_leaves=31
num_cat=0
split_feature=785 728 1445 871 125 50 727 595 56 1309 21 1469 1022 878 1470 830 746 789 710 21 284 1423 578 519 723 740 927 543 1466 1193
split_gain=1112.03 932.416 704.573 478.429 386.603 345.582 306.279 266.041 217.424 194.596 201.852 193.101 175.618 166.417 157.353 155.548 153.189 148.771 145.062 136.058 128.578 117.005 115.235 114.823 167.206 111.841 110.386 105.893 104.174 102.858
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.29878677988246938 -3.9164670491403295 -0.95652820086619317 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 0.70639586890216266 1.0000000180025095e-35 1.1248358748350926 0.44168008893566513 1.0000000180025095e-35 -1.1416433863166267 1.0000000180025095e-35 -0.87905496296652397 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 1.0000000180025095e-35 0.51364500316626394 4.2386806022684906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 8 18 9 14 10 -3 -7 13 -4 -2 28 25 20 22 -8 -6 -14 -1 -22 -25 -12 -24 -10 -13 -9
right_child=1 7 12 -5 17 11 19 29 27 -11 16 15 21 -15 -16 -17 -18 -19 -20 -21 23 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00075744426359570117 6.9453431422605364e-05 0.0017925213632670044 -0.00084314360606054027 -0.00040416712566180625 -0.0003720035415647693 0.00027895114212459442 0.00018675528404580596 -0.00083005580345293082 -2.8787741338343121e-05 -0.00014874318446104684 -0.00087069702613402802 -0.00021608878609450985 -0.00020896898325374993 -0.00041173738574749554 -0.00054895929058684301 0.00018664116948549566 -0.00038773955948751378 -0.00018957841852215005 -0.00053650975213734851 0.000637273118601092 0.00021957284671729807 -0.00058484102913309861 -0.00012490273061095144 -0.00026932252276625369 0.00082673624033807128 -0.00051362151949888978 0.00075037969887624552 -0.00063918734352150675 0.00015270524238907883 0.0012886134804884774
leaf_count=1250 3321 199 14713 31571 2046 12293 6893 20167 16900 13914 14425 29909 22924 15253 24335 11013 34363 5350 3309 10115 21122 8356 7072 1055 4111 16711 920 2342 5823 156
internal_value=0 -0.207012 -0.139462 -0.0762112 -0.0286523 -0.0915122 0.1858 -0.388461 -0.230365 -0.335022 -0.387575 0.00471984 -0.340405 -0.467152 -0.361783 -0.0547524 -0.395879 0.14629 -0.0427399 0.354139 0.200752 -0.236004 0.0717753 0.234186 0.48185 -0.516185 -0.0141852 -0.0740933 -0.11987 -0.629693
internal_count=361931 332372 232437 171191 139620 105936 29559 99935 46898 79612 65698 59038 61246 29966 27656 46745 65499 33684 12551 17008 28334 31280 9242 26288 5166 31136 7992 19242 35732 20323
shrinkage=0.00128389


Tree=187
num_leaves=31
num_cat=0
split_feature=888 253 1423 785 1459 1362 728 803 1458 120 1458 815 21 1467 388 666 539 809 712 1457 1430 602 1450 21 21 683 346 795 51 559
split_gain=693.296 604.881 366.132 323.546 297.61 264.701 246.806 187.881 176.904 146.533 148.667 124.384 123.499 121.71 119.317 118.797 115.493 122.128 107.181 106.947 106.43 101.443 100.755 100.292 90.7437 86.5033 98.4564 84.8008 82.8738 81.6887
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.71505107648705846 1.0000000180025095e-35 1.0000000180025095e-35 0.85523949479533445 1.0000000180025095e-35 1.0077541972150732 1.1037714186769987 1.0000000180025095e-35 1.189441983669046 4.0242090356330973 1.0000000180025095e-35 1.358136393041484 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4243986620127258 1.0000000180025095e-35 1.0000000180025095e-35 -0.33386868244407664 -2.9709283393608152 -3.9164670491403295 -1.07329023030195 1.4565264822753015 -0.29258408639884992 1.0111847875080273 -0.052688242813018142
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 6 8 7 9 11 10 22 13 21 20 24 -9 17 -7 -1 -6 -3 -2 -5 -10 -4 -13 27 -27 -8 -25
right_child=12 5 14 4 19 16 28 15 23 -11 -12 25 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.00026729414177642074 -0.0013306638184770495 -0.0013801679528223597 0.0050580359868991768 -0.0002782987826359245 0.00035112856757613689 -0.0016548180314278616 -0.00037772976006210097 0.00032156322945616302 0.0036697511627941156 -0.00063812940392506384 0.00084469631587018833 -0.00090745981052479648 -3.8333981631339196e-05 0.0043090185034752237 -0.0010200783199848782 0.0014522555951406034 -0.00059111589960299249 -0.00078410656178318943 0.0010905124204651593 0.0012117745245561328 -0.00054542716874559803 -0.000768817155115364 0.00015026709228415622 0.00030342486379932818 -0.00034436246062136198 0.00042843754159559508 -0.0013497596252560957 -0.00033234598848037774 -0.0011029812601371966 -0.00031741366988507585
leaf_count=6278 20298 8730 62 28019 19317 11083 31383 13798 152 11352 4707 5105 3920 123 10766 2475 23467 11691 9382 4223 11139 21980 28380 12739 27567 6992 1586 7888 6156 11173
internal_value=0 -0.0739235 -0.00894581 0.0310464 0.000296221 -0.204313 -0.040775 0.0136981 -0.119923 -0.0319113 0.00558989 -0.20539 -0.367418 -0.336695 -0.201081 0.203058 -0.336409 -0.4607 0.297826 0.205201 -0.351422 -0.406083 -0.0242787 0.022934 -0.1306 -0.100895 -0.0353493 0.0130909 -0.194576 0.0101131
internal_count=361931 315733 203865 165470 149810 111868 126270 88731 65627 72458 61106 41563 46198 19992 38395 16273 46241 22774 15660 23540 19869 42278 56399 24064 27629 21571 16466 14880 37539 23912
shrinkage=0.0025045


Tree=188
num_leaves=31
num_cat=0
split_feature=181 962 1454 125 1458 785 21 119 476 50 125 681 1453 713 728 1097 705 457 528 789 1022 832 1444 727 1470 520 1356 1099 279 134
split_gain=664.5 552.185 472.205 270.24 262.007 240.084 233.028 231.877 196.708 193.237 185.621 155.712 135.156 134.544 132.222 129.433 128.093 115.193 112.268 112.042 108.744 102.054 98.087 95.222 92.2491 83.3064 83.083 82.9652 78.973 77.6811
threshold=1.0000000180025095e-35 1.6648469626718658 -0.2363894608792538 1.0000000180025095e-35 1.8460070869938618 -0.86283290253235112 -2.7818205974049124 1.0000000180025095e-35 -0.70335058585943822 0.55630078546380823 0.58518330826110332 1.0000000180025095e-35 1.1343281912642689 1.0000000180025095e-35 1.0000000180025095e-35 -0.64966988391888181 0.86010604286694103 2.3716694046974869 1.3633726830512116 1.1248358748350926 1.0000000180025095e-35 -0.54802637058688675 1.4869556111282132 1.0000000180025095e-35 -1.319112866592808 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1438953002515546 1.6445699455742113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 23 -7 24 -5 10 14 12 15 25 18 -2 27 22 29 -11 -15 -9 28 -4 -1 -3 -18 -10 -17 -8
right_child=11 13 4 8 -6 6 9 21 16 19 -12 -13 -14 20 -16 17 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00032440923824596457 -0.0009984980103666019 -0.00082525925356803068 0.00020930281802591856 -0.0004778045711997351 0.00082688982791928513 0.0032797519909972014 -0.00017343270006752495 6.9632240499717323e-05 2.5049460308277924e-05 0.00045860017182234756 0.00023046421053131744 -0.0012945796329259353 0.00011561910410961944 -0.0013485621170539204 -0.00068506053113393266 -0.0010835159518740977 0.00021095068881938091 -0.0011340963313794792 0.00051472722657184362 -0.00041222527868635129 -0.00065004399737189113 -0.0004800442801016244 -0.0011214715532397023 0.0010723116755250784 -0.0010002754353056751 0.00021021750025297108 0.00099189259535653802 -0.00055253283782297257 -0.00017872411644362363 -0.00095091414202496847
leaf_count=1278 21956 3669 4231 22406 10264 368 31691 11818 30001 20679 19413 10669 5959 13243 16961 2958 8857 6344 4561 3597 12354 21233 4215 6363 24810 4684 3702 6709 23065 3873
internal_value=0 -0.0586026 -0.0284061 -0.117064 0.0618954 0.031977 -0.000329173 -0.229984 -0.0366516 -0.00714938 -0.0607924 -0.29285 -0.254518 -0.338441 -0.126365 -0.288502 0.0290287 -0.214015 -0.0651124 0.144817 -0.425355 -0.121128 -0.161666 0.311695 -0.402064 -0.0952153 0.195791 -0.0320049 -0.116342 -0.107132
internal_count=361931 286765 252815 130814 122001 111737 101143 59139 71675 100775 76499 75166 64497 33950 57086 58538 49269 36582 40125 24276 25597 33051 30238 10594 26088 8353 12559 36710 26023 35564
shrinkage=0.00228675


Tree=189
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 809 677 728 712 728 1376 885 921 1367 1361 21 202 784 470 713 1168 791 644 43 864 1455 1298 1430 1463 933
split_gain=1157.24 864.321 710.475 536.895 313.585 303.883 318.404 291.767 290.28 252.259 242.488 240.469 197.191 187.782 274.944 153.973 150.757 150.146 133.826 133.297 146.255 130.31 129.51 127.98 125.694 120.115 118.064 113.089 109.8 107.727
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.49008176997875957 0.77119633676297117 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 0.56345046278266753 0.9594655836162902 0.66595742291584703 1.0000000180025095e-35 0.56478982777245867 1.0000000180025095e-35 -0.34929633066952553 1.0000000180025095e-35 0.72275257928592751 0.75934798726561159 1.0000000180025095e-35 1.0000000180025095e-35 1.8172976979801614 0.68806224955729689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 4 9 6 -1 10 -2 -3 12 -4 19 14 -10 25 23 -14 -13 -5 21 -21 -11 26 29 28 27 -6 -7 -20
right_child=1 2 11 7 16 15 -8 -9 13 22 -12 18 17 -15 -16 -17 -18 -19 24 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00072577677621512898 -0.00039728082873388237 -9.1794561934965867e-05 -0.00011411684223346551 0.00019151966930255497 -0.00041763733091065933 -0.00023745761165242521 -0.00034130258761854636 -0.00026497632489658825 -0.00020721997754612483 -0.00038194245495826385 -0.0002485783835236672 -6.8348868423459422e-05 0.00011888658760076809 0.0004115130738232527 0.00036907117834138089 -0.00033044642553851656 -0.00048114434308679473 0.00064955477641016836 0.00034477326853483222 -9.9096452027300696e-05 -0.00038738757392356129 0.00017502856252140007 -0.00062570992342644177 -0.0004045813305472765 -8.4839148228522561e-05 0.00020022409785861779 4.5946682081100561e-05 -1.3860073744049717e-05 0.00032446466542983591 4.3747250949596769e-06
leaf_count=19846 2668 7441 17228 8185 5903 17074 25161 29721 5343 20121 15619 6662 5687 14053 5636 38928 6012 2442 15944 22452 5014 7973 20786 5603 3639 3674 13215 4731 1474 3696
internal_value=0 -0.0917142 -0.135517 -0.19828 -0.328459 -0.359643 -0.509649 -0.099783 0.226323 -0.452784 -0.0312322 0.0720669 0.0300094 0.286371 0.0990153 -0.26663 -0.188607 0.30196 0.171027 -0.0233035 -0.075521 -0.0276845 -0.526925 -0.132542 0.237005 -0.124324 -0.0718586 -0.23643 -0.19823 0.295682
internal_count=361931 255774 228074 180905 83812 106157 45007 97093 27700 48348 67372 47169 51753 25032 10979 61150 35464 8129 29941 43624 35439 30425 40907 29452 23279 22222 23849 10634 18548 19640
shrinkage=0.000951988


Tree=190
num_leaves=31
num_cat=0
split_feature=785 728 1445 871 852 727 519 1469 595 1367 1430 407 1309 21 1022 1016 746 921 717 706 21 652 269 723 689 740 789 382 1193 829
split_gain=1014.56 952.144 660.004 464.469 365.526 305.012 300.657 259.69 233.041 230.345 394.343 197.042 184.162 180.38 177.206 171.24 153.539 152.587 144.8 138.119 132.61 121.158 116.563 107.736 107.305 104.581 99.2663 97.1186 96.6422 96.5325
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 2.1420547332082829 -1.1256941366283033 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.68422620775809573 0.29878677988246938 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 0.47434941765559457 0.82104289547369691 1.0000000180025095e-35 -0.98896428961744431 -0.36806838854686125 1.0000000180025095e-35 -0.4288425582216272 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 4.2386806022684906 1.3510217695864444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 19 7 -2 12 10 -9 -11 13 -3 15 -4 25 -6 -8 -1 -7 -13 -16 -19 -18 -15 27 -20 -10 -30
right_child=1 8 14 -5 17 20 18 9 28 11 -12 21 -14 16 22 -17 24 23 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00028185909680811504 0.00016869951544367591 0.0014588800325869228 -0.00070731824676628229 -0.00033467107402893975 0.00015219018446935032 0.00016099785654628926 -0.00023745235646478076 -0.0005486751078495445 -0.0006945501250338813 -0.00027276823285477057 -9.4751922016571668e-05 0.00032549775867258879 -0.00012778893365132023 -0.00074311910283884626 -0.00040527255596428311 -0.00032666208100806736 -0.00011645887021407643 -0.00013784470947889512 0.00081040508693774253 0.00017032829737132475 0.00054810932971751367 -1.9682972611468268e-05 -0.00011845425745313664 0.00076477468167890014 -0.00041059833975204543 -0.00044172539770146726 -8.9321828478657023e-05 0.00027038155671163831 -0.0010895009192269137 0.0025273185845718872
leaf_count=6473 14704 199 15375 31571 14741 6893 1889 18743 20167 15928 24528 5439 13914 14425 14279 14591 9378 752 2923 6078 10115 32466 17001 3401 24985 16711 1299 2807 83 73
internal_value=0 -0.193728 -0.125283 -0.0640229 -0.0171082 0.182357 -0.0589941 -0.0893788 -0.377914 -0.128718 -0.243883 -0.0438828 -0.328018 -0.379405 -0.32094 -0.449122 -0.387303 0.232346 0.271349 -0.0462472 0.350698 0.0284279 -0.215648 0.548788 -0.293094 -0.508292 0.389857 0.494062 -0.606164 0.97424
internal_count=361931 332372 232437 171191 139620 29559 120726 111808 99935 97104 43271 53833 79612 65698 61246 29966 65499 18894 8918 12551 17008 37905 31280 4153 34363 31136 7029 5730 20323 156
shrinkage=0.00111516


Tree=191
num_leaves=31
num_cat=0
split_feature=683 785 263 50 809 884 56 1168 712 885 1442 728 921 784 1430 1367 21 1307 713 705 470 864 644 1455 202 1463 1457 933 519 713
split_gain=1073.89 798.922 633.474 493.577 294.365 317.009 286.283 275.147 272.246 232.537 226.314 222.855 190.136 210.594 172.895 243.68 153.015 151.533 139.548 145.402 127.739 124.73 122.207 114.333 110.717 110.088 107.257 106.631 109.29 105.217
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.56478982777245867 -0.63779424894106762 1.0000000180025095e-35 -1.2625182715263061 -0.49008176997875957 1.0525743831388839 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 0.46775370675029004 1.0000000180025095e-35 0.42325249380490987 0.66595742291584703 0.72275257928592751 -0.34929633066952553 0.75934798726561159 0.56345046278266753 1.8172976979801614 1.339295830115254 0.68806224955729689 2.1420547332082829 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 6 5 -1 11 10 -2 -4 -5 -3 18 -14 15 -10 23 24 -12 -20 -11 27 -13 25 -8 -6 29 28 -22 -9
right_child=1 2 9 7 16 -7 17 26 14 20 12 22 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00096318772472705984 -0.00051184875619444037 -0.00010785732168276747 -0.000137096429216096 -0.00035830233157287621 -0.00028726889656192342 -0.0004278741968458864 -3.743274592962251e-05 1.0466341114045308e-05 -0.00023541516485154951 -7.2591214406105836e-05 0.00029929392008637976 -0.00048043278152671269 9.7726593649577351e-05 0.00089530056029988778 0.00059296965422517788 0.00048058999963241018 -0.00041748594299923994 -0.00050051275293287072 -0.0002457298555182755 4.3714812260086803e-05 0.00036882506786689026 -0.00010297094634071052 -0.00081158263020356049 0.00030732435183655819 -0.00056567946715148484 0.000494686077396986 0.0003112089830480685 2.0524664685111366e-05 0.00083737594307308134 -0.00058935742036181349
leaf_count=19828 2668 7441 17228 14541 17074 25179 21102 2578 5329 6662 6930 20121 7137 2915 12666 7037 38928 10728 23145 24795 12024 3639 20786 3674 3634 1474 1312 3696 3920 13740
internal_value=0 -0.0687687 -0.111212 -0.170992 -0.328872 -0.478417 -0.29705 -0.0763777 0.237452 0.0850716 -0.0286642 -0.417601 0.0182464 0.262536 0.295483 0.133397 -0.236888 -0.163209 -0.0286852 -0.0678023 0.182486 0.247047 -0.488752 -0.0939673 -0.0804109 -0.166845 -0.320312 0.30561 0.371898 -0.37009
internal_count=361931 255774 228074 180905 106157 45007 83812 97093 27700 47169 79463 48348 64922 10052 25032 12366 61150 35464 54870 47940 29941 23279 40907 22222 24736 18548 17630 19640 15944 16318
shrinkage=0.00131412


Tree=192
num_leaves=31
num_cat=0
split_feature=1447 1436 1361 683 1099 800 1373 43 953 1469 50 859 795 62 943 1449 705 470 740 710 718 340 21 843 21 816 125 1430 1436 21
split_gain=680.975 478.531 660.26 373.43 226.924 243.787 199.665 189.522 183.507 178.731 171.212 166.142 159.879 143.59 134.225 127.685 126.532 118.3 102.23 101.776 98.5602 97.4643 95.4633 90.6761 86.5313 86.2468 84.1832 81.5941 108.5 80.5632
threshold=-0.24955227496289575 1.0000000180025095e-35 1.0000000180025095e-35 -0.45360691579634166 1.8414755001195664 -0.57812715656594349 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1729032349805202 0.55630078546380823 -0.54135187694831066 -0.29258408639884992 -0.67845511463764618 1.0000000180025095e-35 1.2053234110742486 1.0999472070578602 1.0000000180025095e-35 1.0000000180025095e-35 2.0581232305957067 -0.49030554980422836 1.8162821653890682 -2.7818205974049124 1.631765935261521 -2.9709283393608152 0.98567350059335823 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 14 5 27 29 12 -8 -7 13 20 16 24 -3 19 21 18 -13 25 -11 -5 -16 -19 -4 -14 -15 28 -2 -1
right_child=4 3 10 7 -6 9 8 -9 -10 11 -12 17 15 26 22 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027899224889304094 -0.00030034325569543039 -0.00032743297080440779 0.0038517271350529607 0.00025848083550724841 -0.00079380528148052158 0.00047596488317279054 -0.0010627953369573096 -0.00046022161181304762 -0.00021533527538234479 -0.00028384867071591668 0.00010959550124737839 -0.00096405086111232569 -0.00041651272906465594 -0.00054446580992969552 0.002682523918647841 0.00069717290987314192 0.00090447277357403471 -0.00016933043125849496 -0.00027783533999208715 0.00075812245145119779 0.00036818668333039899 -0.00067584268374059492 -0.00087778380907645355 0.0006111371520391059 -0.00087000697886546285 0.00016031676554772859 -2.1634827736377304e-05 0.00073955773834892601 0.00063500410408216226 -0.0015010319570795945
leaf_count=70 4516 28558 63 24276 7115 12036 23191 18401 7312 7007 15513 9043 24078 13199 131 3186 5433 23415 12293 1912 16807 2828 22493 2995 15912 6305 14083 12339 5057 22364
internal_value=0 -0.169946 -0.280649 -0.0885324 0.0244177 0.0461163 -0.479035 -0.0115647 -0.368329 -0.00533283 -0.132731 -0.0455241 0.0352742 -0.205609 -0.247114 -0.0598812 0.136296 -0.117365 -0.241732 -0.0996385 0.090023 0.0787378 -0.382564 -0.0320636 -0.380132 -0.129355 -0.116254 0.229568 0.0917997 -0.6667
internal_count=361931 249308 111707 137601 112623 105508 52937 86419 30503 83596 58770 71560 68018 43257 51182 35481 32537 47746 21336 32295 23814 27104 22624 26410 15975 30383 27282 21912 9573 22434
shrinkage=0.00221254


Tree=193
num_leaves=31
num_cat=0
split_feature=785 548 728 1447 1436 1430 727 125 869 21 953 789 852 947 388 497 1193 706 547 1235 50 1367 1361 150 202 1469 1442 953 470 689
split_gain=1133.42 928.508 773.801 490.931 404.491 514.903 300.203 239.567 210.436 174.453 162.753 162.63 160.878 160.2 159.914 145.751 138.932 138.785 130.674 127.71 127.097 126.215 158.185 122.618 114.799 114.587 114.278 150.104 102.205 112.343
threshold=-0.86283290253235112 1.3419342387057427 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.1248358748350926 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 3.0589865121061197 4.2386806022684906 0.82104289547369691 1.4078093546699517 -0.94625487755706195 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.64200489332194854 0.56345046278266753 -1.1729032349805202 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.4288425582216272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 26 17 20 14 -3 13 23 25 -11 15 28 -16 -1 21 -7 -6 22 -8 -9 -21 -5 -2 -28 -4 -30
right_child=1 9 8 12 7 19 18 11 -10 10 -12 -13 -14 -15 16 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00027135095853777894 -0.00078140309145870689 0.0015599171317846462 -0.0003856686979107319 0.0003289220418061467 -0.00040157463806127837 -0.00033451605280628108 -0.00010109191746530807 -0.00010026313758393192 -0.00057092462959988427 -0.00086489162387707057 -0.00039954114427978203 -0.0002867958471701866 0.0004458405677310085 -0.0004825992831635395 -0.00063518863813062415 0.00094905100066109197 0.001881260379784295 0.00019771813841348417 -0.00034785510454130925 4.1766191545312041e-05 -9.4018309442547087e-05 0.00064437398013137629 0.00056944358045205165 0.00017269806283881569 -0.000414223884442464 -6.9206395428275189e-07 -0.00058527185827890861 -0.00011753492209304861 0.00010427440559189457 -0.00025773907743746447
leaf_count=6473 10300 171 20103 6253 14101 11061 3312 12350 26708 16887 33562 6708 6052 15581 9780 482 106 6078 1040 19621 18209 9109 3547 29120 3663 29116 15113 4952 6732 15641
internal_value=0 -0.197501 -0.147141 -0.0799742 -0.138035 -0.263179 0.199104 -0.0455389 -0.330551 -0.440668 -0.448154 0.0385653 0.103934 -0.571093 -0.254254 -0.201172 -0.516519 -0.0277707 0.365286 -0.101317 -0.187302 0.407946 0.213167 0.0835134 -0.0211567 0.0522443 -0.477379 -0.387647 -0.216086 -0.123994
internal_count=361931 332372 266171 186619 145198 64710 29559 80488 79552 66201 66030 48178 41421 32468 52844 42958 9886 12551 17008 34345 32310 15968 6859 41470 23284 35369 30365 20065 42476 22373
shrinkage=0.00115487


Tree=194
num_leaves=31
num_cat=0
split_feature=548 964 1469 795 1030 62 719 1470 401 735 953 947 713 513 869 21 578 785 659 1361 1436 1028 921 1464 665 1423 705 774 1458 954
split_gain=674.803 518.089 362.258 261.969 246.26 223.036 203.217 194.287 176.579 166.314 143.331 146.511 135.629 146.827 126.803 119.517 110.427 110.273 105.603 104.379 127.388 102.63 93.3352 89.7331 89.6709 84.4531 82.9155 80.9439 79.8201 79.6116
threshold=1.3419342387057427 1.0000000180025095e-35 -0.48837130887337593 -0.29258408639884992 0.56670278469791524 -0.67845511463764618 1.0000000180025095e-35 0.068550307298219079 1.0000000180025095e-35 2.2560756724538602 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0454229551509682 -0.57653763495970078 -2.9709283393608152 1.0000000180025095e-35 -0.86283290253235112 0.62821384419828064 1.0000000180025095e-35 1.0000000180025095e-35 -0.96688480048775205 1.0525743831388839 1.6196093032808887 1.0000000180025095e-35 1.0000000180025095e-35 1.1256444746497445 1.479677659778263 0.24391125146464598 6.099786963134739
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 5 -4 18 15 19 14 11 -2 -9 21 27 -1 -17 -10 22 20 -7 -14 -3 29 -11 -12 -19 -5 -6 -16
right_child=10 3 4 9 28 8 -8 12 17 24 25 -13 13 -15 23 16 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026737727090894985 -0.0012711217550964941 0.00055441429588878649 -0.00068784750482625394 7.1109751495794724e-05 -0.00099519354788495887 -0.0012186345426423786 -1.5461111830786872e-05 0.00029148694212512117 0.00072999103451583608 3.5079511666233817e-05 -0.00033670009566604626 -0.00059609305248557775 -0.00093916535879357368 0.00029617325141896551 -0.00033774681279496798 0.00036159855980279996 -0.00022450447490866536 -0.00017030650542893639 2.030823742277092e-05 -0.00020606939012505433 -0.00034560848869892965 -0.00032515186794555275 0.00118174423415433 0.00047123536230409116 0.0012504227222075246 -0.00089612937110703167 0.00042474641843887111 0.00098314759050293428 -0.00034050758399404603 0.0023857293732357024
leaf_count=298 18228 15579 28314 8651 19661 8212 16256 7871 3340 1952 27349 16496 8554 5443 36357 22343 9179 26507 4668 15499 7591 22638 5502 2700 2249 8398 4701 2074 5152 169
internal_value=0 -0.0613199 -0.126515 0.0569418 -0.201474 -0.15379 0.174982 -0.0149471 -0.0906668 -0.0359958 -0.309535 -0.425427 -0.10578 -0.161644 -0.0696896 0.107928 0.093842 0.00331087 0.280991 -0.214103 -0.349228 -0.22168 0.339485 -0.1241 0.333457 -0.215021 -0.0343004 0.12065 -0.400801 -0.151397
internal_count=361931 291460 195303 96157 118977 94164 42005 76326 65850 54152 70471 34724 44506 36635 49951 31820 31522 34548 25749 31302 15803 31192 21081 39226 4201 35747 31208 10725 24813 36526
shrinkage=0.00213095


Tree=195
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 809 677 712 728 885 1376 728 921 1430 1367 21 784 1307 1455 470 713 1168 791 864 644 1455 202 1463 933 519
split_gain=1158.72 871.099 709.509 543.612 330.247 307.495 317.109 303.91 296.1 245.31 240.396 226.223 177.441 176.624 246.076 169.849 151.749 147.613 130.831 125.685 123.32 141.503 123.767 122.996 118.594 114.766 109.482 108.979 107.627 120.512
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 0.77119633676297117 -0.49008176997875957 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 0.9594655836162902 0.46775370675029004 0.75934798726561159 0.66595742291584703 1.0000000180025095e-35 0.56478982777245867 1.0000000180025095e-35 0.72275257928592751 -0.34929633066952553 0.72809816964645935 0.56345046278266753 1.8172976979801614 0.68806224955729689 2.1420547332082829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 4 11 6 -1 -2 10 -4 12 -3 20 14 -9 18 -14 26 27 -11 -5 22 -22 28 -13 -8 -6 -7 29 -21
right_child=1 2 9 8 17 15 25 13 -10 19 -12 24 16 -15 -16 -17 -18 -19 -20 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010139975370321583 -0.00056966877678646638 -0.00015757996551747988 -0.00015852280654898407 0.00026582542182897694 -6.6233928450594944e-05 -0.00032198545484334599 -0.00056406108665984079 -0.00024717930280838377 -0.00036816338280321395 -8.0717956027407149e-05 -0.00034152034688426003 -0.00053946131351391641 0.00015240890044538455 0.00059936028067058872 0.00048224586569998572 -0.00046342977804640699 0.00090030504766631643 -0.00052880626073732121 0.00031725373567319362 0.00035710290158711089 -0.00012595995688936655 -0.00052508154689619093 0.000248502945962872 -0.00011163667094821121 -0.00086671703503427542 -3.1259806706827485e-05 -0.00059684627627568142 0.00046302142057265812 7.9972608442859578e-06 0.00085544904591219981
leaf_count=19846 2668 7441 17228 8185 21102 17074 21280 5329 29721 6662 15619 20121 5687 12666 7037 38928 2442 10728 3674 12024 22452 5014 7973 3639 20786 3881 3634 1474 3696 3920
internal_value=0 -0.088465 -0.132491 -0.195268 -0.326342 -0.35676 -0.507728 0.230797 -0.096083 0.0750231 -0.0269642 -0.453952 0.0340444 0.292298 0.128632 -0.263093 0.292 -0.182661 -0.113128 0.175043 -0.0166033 -0.0669111 -0.0198853 0.238979 -0.524575 -0.356948 -0.101189 -0.190255 0.297053 0.363531
internal_count=361931 255774 228074 180905 83812 106157 45007 27700 97093 47169 67372 48348 51753 25032 12366 61150 8129 35464 22222 29941 43624 35439 30425 23279 40907 25161 24736 18548 19640 15944
shrinkage=0.00133364


Tree=196
num_leaves=31
num_cat=0
split_feature=1097 785 728 341 1361 941 470 602 1022 705 519 1458 686 906 723 735 595 119 125 1464 56 188 727 816 758 1465 194 588 1430 1367
split_gain=1153.22 935.227 637.688 458.565 386.787 381.821 382.698 334.819 296.812 282.389 203.24 196.813 195.344 177.244 170.245 159.487 156.152 152.37 174.704 150.496 138.257 148.916 135.548 129.397 126.735 118.171 117.16 116.906 112.062 156.642
threshold=-0.95342879297703587 -0.86283290253235112 1.0000000180025095e-35 1.3462168560862613 1.0000000180025095e-35 1.9607587081991176 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.20482571927389429 2.1420547332082829 1.8460070869938618 1.321975669573771 -1.4801818160763787 1.0000000180025095e-35 1.356718709411544 2.3732793974093203 1.0000000180025095e-35 1.0000000180025095e-35 1.1888330894775201 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.37053661850120173 0.76330241366421681 1.5271592296785539 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 3 5 8 6 7 15 -1 24 16 17 13 -4 -12 22 19 18 -6 26 21 -15 -3 -22 -2 -19 -8 -16 29 -11
right_child=1 2 12 -5 11 -7 10 -9 -10 28 14 -13 -14 20 27 -17 -18 25 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010684206061513017 0.00015218739460122062 -0.00014845136348149243 0.00075378476609811839 -0.00044436842195699864 -0.0009489072099034615 0.00048285364475409044 -8.5351993571788405e-05 -6.1453157714076644e-05 -0.00052145994972058304 -7.0078027026143736e-05 -0.00031623005200929533 0.00023373509773993482 -0.00077466950745932941 -0.00082835147421067112 0.00036932192787118124 8.7480726777064362e-05 -0.00078378843963201438 -0.00035591652168980291 -0.00039258192617340742 0.00039645337814363891 -0.00042571575687728634 -0.00035829181749418601 -0.00068164691002689439 -4.3438751715133858e-05 -0.00059302030931711618 0.00011317402011316834 0.00026697646010580219 0.0010868600409086587 0.00080464715425697159 0.00067922063323553759
leaf_count=18114 7783 5125 1037 27658 9367 8599 45750 30326 22440 3257 1985 3849 13097 11530 6252 3141 2127 32744 12419 5938 15763 13596 20444 12101 2165 4733 7104 1790 7329 4368
internal_value=0 -0.0932909 -0.136061 -0.0726858 -0.361642 -0.0291086 -0.0572459 -0.184574 -0.542247 0.257578 0.0344711 -0.262274 -0.317201 -0.264058 0.27972 -0.359924 -0.00903311 -0.294816 -0.446309 0.00789298 -0.282171 -0.405136 -0.421796 -0.185741 0.00757473 -0.217062 -0.0257024 0.395257 0.424391 0.262345
internal_count=361931 258265 233363 166239 103666 138581 129982 59036 40554 24902 70946 63112 67124 54027 10027 28710 60919 59263 21786 58792 52990 25126 25569 27864 9948 37477 52854 8042 14954 7625
shrinkage=0.00135311


Tree=197
num_leaves=31
num_cat=0
split_feature=785 728 1445 519 181 869 712 1148 595 723 869 1469 1298 1361 1022 878 497 727 662 269 1430 1436 789 1470 930 382 269 589 821 582
split_gain=1293.08 987.331 701.645 516.288 463.838 361.246 340.534 278.483 257.993 238.402 199.436 195.144 194.227 260.858 176.051 169.659 163.764 159.92 152.243 142.368 152.425 278.004 133.538 128.824 125.388 123.603 120.643 116.949 108.775 108.672
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.9644670326249816 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.8778463702791649 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.0589865121061197 1.0000000180025095e-35 -0.58271687606615485 -1.2832447556410924 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.14345258088892796 1.0000000180025095e-35 1.0000000180025095e-35 -0.36806838854686125 1.4824100882457953 -1.3373200915743719 1.0844420916666788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 -1 11 10 -5 16 23 13 -8 15 -4 18 28 27 -13 21 -21 25 -2 -19 -11 -16 -3 -7 -27
right_child=1 8 14 9 -6 17 12 -9 -10 22 -12 19 -14 -15 26 -17 -18 24 -20 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00045573361270249312 0.00037207020266473618 -0.00014165073675487862 -0.0007152768014992302 -0.00023892018606533699 -0.00037117706773906722 -0.00028206743041399302 -0.00020441220643692174 0.00045789309865594671 -0.0006875282665972835 0.00082746516490487751 -0.00054043364342183967 -0.00032493940145071826 0.00047642623149429304 0.0004084801855296869 -0.00041617326412361641 -0.00034400059957986759 0.00086553067902961204 -0.00051286001677775482 -0.00036566683006860825 -0.00046031227402632333 7.1748941138826707e-05 3.277358474086265e-05 -4.5571268293345298e-05 2.1099105173420614e-05 -0.0002098665072519322 0.00013700758880614739 -0.00013129622360198996 0.00061285472453834916 0.00016666031169057993 0.00099753604193463853
leaf_count=3225 7835 8645 14713 2735 31284 4855 5918 5740 20323 4032 27554 10414 14167 6249 14279 15253 508 11493 41774 10489 27499 12831 1736 11574 18360 3042 17001 1131 6541 731
internal_value=0 -0.204515 -0.134964 -0.071893 -0.104947 -0.0538548 0.217779 0.0169306 -0.391046 0.298431 -0.338518 -0.0144854 0.284744 0.107188 -0.335649 -0.46266 -0.262823 -0.214371 -0.276462 -0.0709876 -0.0299222 -0.152899 0.431878 0.154289 -0.29408 0.534533 -0.231082 -0.042596 -0.00817061 0.288013
internal_count=361931 332372 232437 171191 158915 127631 29559 86382 99935 12276 79612 80642 26334 12167 61246 29966 52058 41249 51550 61233 50819 23320 9541 19409 29853 7805 31280 9776 11396 3773
shrinkage=0.00109363


Tree=198
num_leaves=31
num_cat=0
split_feature=683 785 263 50 809 884 728 712 728 56 1376 885 921 1430 1367 21 747 784 713 1168 644 470 791 864 1455 1463 933 519 1436 338
split_gain=1072.53 804.767 673.852 487.926 285.839 303.696 280.64 276.27 272.365 289.916 232.676 225.678 177.634 166.966 241.215 153.198 149.497 142.864 132.825 135.363 130.949 124.025 122.972 122.936 113.384 108.285 107.498 119.72 103.044 99.3251
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.49008176997875957 1.0000000180025095e-35 0.77119633676297117 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 0.34871943973277292 0.9594655836162902 1.0000000180025095e-35 0.56478982777245867 -0.34929633066952553 0.66595742291584703 1.0000000180025095e-35 0.72275257928592751 0.75934798726561159 1.8172976979801614 0.68806224955729689 2.1420547332082829 1.0000000180025095e-35 -0.67742393113063393
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 8 5 -1 10 -2 -3 20 12 -4 18 14 -9 24 -11 -14 -5 22 -10 -13 -20 26 25 -6 27 -23 -18 -15
right_child=1 2 11 6 15 -7 -8 13 9 16 -12 21 17 29 -16 -17 28 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00099053255954718758 -0.00054725245594422001 -5.0672827413263988e-05 -0.00015285184059407562 0.00027058973643023332 -0.00031746699329364577 -0.00046068692692365705 -0.00036504634206608385 -0.00025670595622739921 -0.00050426261389321242 -0.00047397433976558226 -0.00034226156792502136 -8.864449911902004e-05 0.00015337576116551522 8.0726304426650757e-05 0.00046775015073171759 -0.00045035358186342925 -0.00036227748341497221 0.00088004898352210417 -0.00013618134228204074 -0.00052523458289214391 -0.0008507173599560969 0.00034753618931525229 0.00023730219776123265 -0.00012215684944081592 0.00028107922659767405 0.0004664393550712708 -2.24984496527331e-06 0.00084515000902993177 0.00012321937032914762 0.00067885390948322537
leaf_count=19828 2668 12624 17228 8185 17074 25179 29721 5329 20121 17718 15619 6662 5687 2152 7037 38928 5764 2442 22452 5014 20786 12024 7973 3639 3674 1474 3696 3920 6799 10514
internal_value=0 -0.0882898 -0.130622 -0.191969 -0.347199 -0.493887 -0.0981383 0.219611 -0.316811 -0.371462 -0.0308545 0.0717391 0.0291514 0.278403 0.118925 -0.256969 -0.226416 0.287426 -0.021509 -0.0736911 -0.505213 0.167684 -0.0277317 0.231248 -0.114624 -0.186804 0.289353 0.355846 -0.0644463 0.431792
internal_count=361931 255774 228074 180905 106157 45007 97093 27700 83812 71188 67372 47169 51753 25032 12366 61150 30281 8129 43624 35439 40907 29941 30425 23279 22222 18548 19640 15944 12563 12666
shrinkage=0.00133454


Tree=199
num_leaves=31
num_cat=0
split_feature=476 890 194 50 785 50 471 56 1375 921 1223 791 785 1298 1024 1470 652 746 854 1288 1470 1469 728 719 1221 263 1092 205 713 257
split_gain=708.53 536.551 440.475 525.707 310.619 230.018 221.205 202.928 172.796 172.68 172.202 162.296 159.073 153.635 150.554 127.685 126.286 119.423 117.3 112.797 108.689 104.867 101.514 95.7839 95.3839 94.9063 106.335 91.6917 88.6433 87.569
threshold=-1.0099296266851885 -1.0182342416987082 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 0.59806352348768188 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.62922350457312126 -0.55024281929118113 1.0000000180025095e-35 -0.87473648844905705 1.0000000180025095e-35 -1.1535394197080833 0.25123789864468821 -0.49008176997875957 -1.5042199147372537 1.9111042213368361 1.6445160113075163 2.9499917481720264 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 3 14 22 7 21 23 12 11 13 18 -5 -2 15 27 -14 -13 -8 -9 -12 -6 -4 -1 25 28 -27 -3 -20 -25
right_child=1 2 4 8 6 -7 9 19 -10 -11 20 17 16 -15 -16 -17 -18 -19 24 -21 -22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.00094428710933484449 -0.0016797759221195703 -0.00044381543345709917 -0.00050491762779920337 0.0009176490646610559 -5.5634609101868914e-05 -0.00024293744035200172 0.00074379944858369781 -0.00037020733832091724 -0.00069970621296880787 0.00081886867020759693 0.00045355675589567183 -0.00016722701089683098 0.00037517137550432776 -0.00067919951650675708 -0.001154869535957668 -0.00076106361507338911 -0.00018786865419092425 0.00079141429487688284 0.00059883814901306423 -0.00093252881577849463 -0.00051761561125606098 -0.00059489549957010459 0.00095043819738862493 -0.0015686177908465972 -0.00099069461266331578 0.00068543384818000447 -0.0013627963931548939 0.0005264253148180621 -0.00021468490717912667 -0.00093336106614914536
leaf_count=496 8853 7042 1182 4823 24295 24376 3815 23766 7421 8443 3146 4000 14378 11886 16400 20939 24233 10407 3101 17706 24236 13254 11974 17648 2486 5209 575 3873 29404 12564
internal_value=0 -0.055435 -0.0155117 -0.123804 0.0622607 -0.277458 0.0263727 -0.347573 0.0116734 0.0905136 -0.272485 0.0527128 0.0572155 -0.4407 -0.301312 -0.21509 0.0123903 0.230355 -0.00564167 -0.252055 -0.166068 -0.101227 0.346607 -0.506476 -0.0368874 -0.0134922 0.205735 -0.0266771 -0.0563138 -0.527591
internal_count=361931 265375 217254 99109 118145 96556 104989 72180 50855 67440 48121 58997 43434 20739 48254 31854 38611 14407 44590 41472 27382 37549 13156 30708 40775 38289 5784 10915 32505 30212
shrinkage=0.00237704


Tree=200
num_leaves=31
num_cat=0
split_feature=683 785 263 1430 1436 1469 43 727 947 884 734 705 1454 1166 21 21 1423 519 598 729 706 927 50 470 1455 1100 681 464 269 126
split_gain=1106.22 853.623 690.783 509.615 539.733 369.529 368.413 280.839 267.918 297.97 246.614 241.036 224.984 188.404 159.313 142.983 137.12 134.766 133.61 127.044 125.487 125.287 121.698 124.246 121.439 118.537 114.637 114.449 108.827 106.317
threshold=-1.07329023030195 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.0820683777490774 0.46179839519273613 -0.2363894608792538 -0.94772631485393388 -0.70163543588998201 -1.0798509198017876 2.2885552421444864 2.1420547332082829 1.0000000180025095e-35 0.75637635299260908 0.62672487627420737 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 0.72809816964645935 1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 -0.97818596660968204 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 7 3 4 5 -3 10 20 9 -1 12 28 18 -6 -10 -14 26 29 -5 25 -2 -19 23 -9 -11 -17 -15 -7 -4 -13
right_child=1 2 11 6 13 27 -8 22 14 24 -12 17 15 16 -16 19 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00095580492753492938 -0.00030996605664868813 0.0002665577233792776 -0.00037979016645030392 -0.00010398990841999402 -0.00054569280612876971 -0.00079885815452138554 -0.00043116082353209374 -4.8725307105570831e-05 -0.00015692364087302983 -0.00053813216130159001 0.00090061378536164158 -5.0298089829920404e-05 0.00057290436936519484 -5.7277321254027409e-05 -0.00045367566784433101 0.00015183655091756352 -0.00092039287976201196 0.00069568406922571112 -0.00039453210851440418 -0.00021629247246415301 0.00017588995648837931 -0.0001977158943851769 0.00064797492389659535 0.00051627885056002682 1.0014529425688057e-06 -0.00049084242833658063 -0.00051152485859058303 -0.00051478085423655178 -1.2166568776304125e-05 0.00030892567648433696
leaf_count=17203 5045 2493 6260 27329 9742 25627 21781 3867 19171 17740 1322 8726 2788 30602 32599 21577 1468 4421 15022 10886 6747 982 8153 4501 3295 1996 4093 16518 21500 8477
internal_value=0 -0.103932 -0.145376 -0.205392 -0.32525 -0.5061 -0.109853 0.210043 -0.382397 -0.535906 -0.0501046 0.053239 -0.0655464 -0.174059 -0.286661 0.0463099 -0.111498 0.195159 -0.168202 0.0108883 -0.0164755 0.449076 0.372121 0.20886 -0.37198 0.0877022 -0.08766 -0.562578 -0.0730565 0.111342
internal_count=361931 271923 243610 193244 90543 44638 102701 28313 90008 38238 80920 50366 79598 45905 51770 37247 36163 22606 42351 34459 11792 5403 16521 8368 21035 23573 34695 42145 27760 17203
shrinkage=0.00120153


Tree=201
num_leaves=31
num_cat=0
split_feature=1309 1022 1154 200 1028 800 1168 705 1464 1436 50 1469 1459 1097 263 21 198 616 664 1430 62 1010 785 1436 1469 1459 1465 194 181 830
split_gain=693.011 482.771 480.654 338.064 266.649 248.396 199.63 173.949 165.275 157.593 151.976 143.577 142.917 133.098 126.632 123.368 121.242 109.246 107.565 102.243 101.938 99.6437 97.7867 92.9952 95.8385 91.5866 91.1035 87.9764 87.594 87.1829
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.36829310061983322 -0.66275050977156291 -0.57812715656594349 0.9917809348404073 0.98430950289438124 0.33722957473813192 1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 0.51873036417029017 -0.95342879297703587 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35 0.57091520978742472 1.0000000180025095e-35 1.0000000180025095e-35 -1.2811150420666217 1.9615424434015647 -0.86283290253235112 1.0000000180025095e-35 -1.2673214316849539 0.71505107648705846 2.0147527329400829 0.58307762070518543 2.2660174815480416 0.78234099439613802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 -1 19 7 16 12 11 14 -6 18 -4 -3 -12 25 20 26 23 -15 -13 -22 24 -2 28 29 -9 -5 -7
right_child=5 3 13 6 9 8 -8 27 -10 -11 15 21 -14 17 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017459331045176385 0.0014911901224398927 -0.0015738626239643161 -0.00071362623467807404 -1.8982570743065841e-05 0.00029810598788680394 -0.00037110309720165668 -0.0006867411740722997 0.00026318832983264408 0.00030913171708565293 -0.0002645277567426183 0.0001056308177738084 -0.0012601671935816682 0.00030622788035764925 -0.00071830123805147097 -0.00064439598835795545 -0.0005761533489891808 -0.0007149516094762374 -0.00077058943441426901 -0.00087473987671347366 0.00078093856520774563 0.0010279041494615946 6.5010152777119178e-05 -2.6388631933978384e-05 0.00056733527646924244 -0.0006667092974385776 0.00053594772150048755 0.001408185254628744 0.0010512923270699752 -0.0012778127240580233 0.00018268679184430033
leaf_count=19027 513 8222 22413 38827 1890 33291 11002 9503 21890 9588 11566 27029 11262 5636 14438 20247 6859 7743 8692 13562 2185 1661 22097 5201 4088 7251 776 4930 1775 8767
internal_value=0 -0.169512 -0.277045 -0.0865884 -0.434947 0.0282286 -0.00585074 0.0323435 -0.0246179 -0.342116 -0.223568 -0.42696 -0.0789724 -0.14791 -0.371293 -0.132813 -0.0218925 -0.0748965 -0.126246 0.206615 -0.0207995 -0.472144 0.0336365 0.050969 -0.159129 0.0126986 -0.087119 0.222545 -0.025956 -0.100574
internal_count=361931 253889 119269 134620 59195 108042 80147 69145 84678 40168 54473 30580 62788 60074 22660 31813 54712 37661 51526 23364 29918 28690 24282 9802 4601 47853 42834 14433 40602 42058
shrinkage=0.00247368


Tree=202
num_leaves=31
num_cat=0
split_feature=545 785 728 1307 852 746 1430 602 539 727 896 921 319 1436 332 402 50 1469 1464 65 43 706 728 791 1323 50 470 1238 723 1187
split_gain=1002.6 803.588 618.245 435.501 432.39 365.04 287.023 241.205 275.683 237.807 230.535 208.5 180.266 157.977 153.696 152.848 150.456 148.342 135.946 123.887 121.677 118.101 113.051 110.743 102.886 101.598 105.591 101.557 96.286 95.075
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.6294210021612947 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 -1.2791237062730081 1.5993600128483978 -0.39289434837986426 1.0000000180025095e-35 0.82104289547369691 1.0000000180025095e-35 1.0000000180025095e-35 3.0082871096711936 1.0000000180025095e-35 1.0000000180025095e-35 -0.6968354641114346 1.0000000180025095e-35 0.97425685659672867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 9 3 4 5 6 13 8 -1 21 20 -6 14 17 16 -16 -4 -3 22 -8 -7 -2 -9 -12 -5 26 -11 -10 -13 -26
right_child=1 2 12 24 11 10 19 18 27 25 23 28 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0011636872524584409 -0.00029701422553684534 0.00019194008736210847 -0.00072543140301386275 -0.00061138003120906519 0.00021400959442320736 0.00029222348344353172 6.0019808783208824e-05 -0.00033799904874521946 -0.00022035848627787336 1.1753480961372555e-05 -0.00024303409068507367 -0.00010982913302041681 -0.00082734383728552295 -0.00022680694562785808 -0.0004150797142603297 6.1912534576912616e-05 -0.00014974579585150228 -0.00085222190825955764 0.00023336570823821132 -0.00034772652422669441 -0.00019709221636425394 0.00033343294626707266 -0.00069489323893031426 0.00013770178639161022 -0.00022340410242057603 0.00087257892533652674 0.00071114656322970795 -0.00070629040079672116 0.0011342229876537698 0.0033141674346019727
leaf_count=17846 5322 1486 21482 18737 15423 29050 19076 34746 7848 3664 25402 673 13911 10016 17746 11423 6760 17476 3410 12700 6018 5491 15707 10191 207 7574 4284 14502 3660 100
internal_value=0 -0.0758668 -0.115468 -0.0529045 -0.0197392 -0.0627788 -0.18558 -0.338855 -0.483583 0.241558 0.0285843 0.245995 -0.289333 -0.349132 -0.238969 -0.137955 -0.361543 -0.476736 -0.249957 -0.0591436 0.137635 0.0237369 -0.279317 -0.0847305 -0.367072 0.395526 0.243269 -0.333858 0.607019 0.773651
internal_count=361931 267872 241537 170215 151171 131415 60754 94059 40196 26335 70661 19756 71322 28978 57411 29169 28242 18962 53863 31776 35068 10813 50453 35593 19044 15522 7948 22350 4333 307
shrinkage=0.00156896


Tree=203
num_leaves=31
num_cat=0
split_feature=785 728 871 341 125 727 803 50 595 56 1470 529 789 706 578 638 519 723 253 21 21 1309 50 125 1221 1307 1430 1367 1193 888
split_gain=1229.29 1001.76 692.385 541.772 411.463 334.28 311.279 264.608 263.191 197.453 200.559 197.247 171.052 158.281 155.914 153.473 142.308 185.033 133.22 126.886 123.334 123.771 120.755 129.302 119.29 112.618 110.815 125.188 100.792 100.43
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3462168560862613 0.58518330826110332 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 1.1248358748350926 0.62672487627420737 1.0000000180025095e-35 -1.9689564536147179 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 0.81883784246325297 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6294210021612947 1.0000000180025095e-35 1.0000000180025095e-35 4.2386806022684906 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 13 7 9 11 10 -2 15 16 -1 24 -3 25 -18 -4 -7 -17 29 23 -5 26 -6 27 -9 -10 -22
right_child=1 8 18 22 12 19 -8 14 28 -11 -12 -13 -14 -15 -16 20 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00035813449714463549 0.00012365035231912827 0.00135543082445761 -0.00035307090801855426 -0.00091832471005258215 0.00023624895305492474 0.00025776599199062015 0.00041785414015020503 -0.00038921695724136545 -0.00083370637610147313 -0.00011065125196123606 -0.00057192627237740833 -0.0006230202417153442 -0.00019680543767778785 0.00021833764248868135 -0.00024740813564067498 0.0020562198843625066 -0.00025505058960699484 0.00081690434042803811 -0.00066795200296324985 0.00070038704466571418 -0.00035556464381031772 -2.4232489862249737e-05 -0.00026130097807216298 -0.00038912242071980924 -0.00018689914319883704 -0.00039592076127106725 0.00023417262384320501 0.00015601247437787332 0.0013056344253370739 -0.00077617360442167591
leaf_count=5567 3556 317 27996 8070 22836 6893 6682 5531 20167 19663 24088 28774 5860 6984 17691 113 1294 4803 18313 10115 37469 7187 16901 8819 11307 2270 20407 6350 156 5752
internal_value=0 -0.18941 -0.119183 -0.0668746 -0.019513 0.223138 -0.0821553 -0.109933 -0.378132 -0.232027 -0.358575 -0.32489 0.152878 -0.0164886 -0.0270123 -0.246823 0.208461 0.46266 -0.359467 0.39782 -0.25766 -0.263819 -0.319735 -0.460313 0.0349121 0.143222 0.0946129 -0.0618916 -0.619286 -0.309994
internal_count=361931 332372 232437 186128 152338 29559 115275 108593 99935 47307 27644 79612 37063 12551 61286 50838 31203 6097 46309 17008 50521 50408 33790 16889 43595 25106 32288 11881 20323 43221
shrinkage=0.00131062


Tree=204
num_leaves=31
num_cat=0
split_feature=785 728 548 125 803 727 50 595 1357 194 529 789 470 519 723 1470 706 638 1469 888 21 395 1047 150 1465 588 382 755 1193 816
split_gain=1236.03 914.919 617.591 432.203 349.538 338.226 332.359 240.734 207.971 207.654 185.874 178.507 171.693 170.513 231.345 159.453 156.027 148.485 138.379 122.976 120.223 118.656 115.097 111.535 108.092 107.293 110.552 103.099 96.2147 95.8537
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76023255802283574 0.58518330826110332 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -1.2126727935954851 0.62672487627420737 -1.9689564536147179 -0.81490090580954255 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.62055919587111241 -0.572229863602436 0.37973282798721492 2.250834115212506 1.0000000180025095e-35 1.8349057301109672 4.2386806022684906 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 16 9 10 18 15 17 13 21 23 -15 -2 -1 -3 -8 24 -7 -4 -20 -5 29 26 -16 -14 -9 -19
right_child=1 7 12 11 -6 20 8 28 -10 -11 -12 -13 27 14 25 -17 -18 19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030625316298127771 2.4540476545587258e-05 0.0012526160616809466 -0.00070438193589881636 -0.00010570661530274388 0.00036405620223203263 0.00027056793526215054 0.00025718377276025072 -0.00072765688922296493 -0.00023603023313834262 -0.00014931777961699175 -0.00054129603080077841 -0.00020977928061012227 -0.00016235798881410931 -0.00027327665265234057 0.00084699124085359484 -0.00055330677789933484 0.00022289170598089277 -0.00042356931493606415 -0.0002902019598508786 -0.00064906574630536255 0.00066775706540071398 -0.00035211463165963638 4.1496599862946076e-05 0.00022444801253633417 -1.0623712656880906e-06 0.001339162130388714 0.00017693103461486102 -0.00052785531381177283 0.001205454140984922 -0.0001465451452934265
leaf_count=5567 3514 317 15973 8402 7433 6893 11724 20167 25206 21921 28774 6361 25422 1706 2921 26622 6984 20723 8765 6243 10115 14422 23654 18185 9713 1043 2226 6937 156 13842
internal_value=0 -0.169765 -0.102564 -0.0435305 -0.104553 0.244675 -0.132581 -0.351715 -0.0452831 -0.265094 -0.300752 0.12605 -0.294015 0.179928 0.421158 -0.393763 0.00261272 -0.224723 0.0346698 -0.23548 0.420169 -0.425317 -0.0339898 0.104478 -0.197934 0.581238 0.467639 -0.19248 -0.585765 -0.254806
internal_count=361931 332372 232437 169683 128839 29559 121406 99935 69349 52057 79612 40844 62754 34483 7896 30136 12551 50838 44143 50521 17008 30395 32419 26587 44278 6190 5147 32359 20323 34565
shrinkage=0.00120754


Tree=205
num_leaves=31
num_cat=0
split_feature=479 785 728 852 802 1469 1022 1430 714 497 921 662 896 590 647 750 789 513 733 21 518 1436 21 556 1235 723 578 21 846 1458
split_gain=714.819 560.256 542.672 363.171 289.57 249.562 247.557 328.365 191.755 177.862 174.014 159.33 154.365 139.893 157.154 139.343 124.781 153.657 123.923 119.799 114.85 112.565 111.166 110.315 108.343 105.602 97.3421 92.0402 90.9689 88.6449
threshold=1.388869425783259 -0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 -1.0588145806293296 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.7001250133015622 1.0525743831388839 -0.58271687606615485 0.42670496010513392 0.58895901036483078 -0.87782724458594241 1.0000000180025095e-35 1.1248358748350926 1.0454229551509682 1.0000000180025095e-35 -0.13431221002227373 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 0.22400207414181519 -0.94625487755706195 1.0000000180025095e-35 -0.87905496296652397 -3.9164670491403295 -0.40971705197853597 2.6054386111478895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 19 7 21 26 11 20 13 16 -4 -15 22 17 -8 27 -3 -5 -7 -2 -24 -9 -12 -1 -13 -29 -6
right_child=15 2 9 10 29 6 12 24 -10 -11 25 18 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010108607045449208 0.0027196710526355555 0.00065507758185778201 -0.00039048277745530656 -0.00015172663788473467 -0.000609278391971498 -0.0010427248760453891 0.00012370375113375732 -0.00056349877733315277 0.00075356660093495653 0.00028506265333027491 -0.00022441495310225249 0.0027789286493914017 -0.00028261168077698355 0.0019116465257502885 -0.00027962734643990255 -0.0011778836897614769 -0.00033883262972879077 0.00081605679776746093 -0.0011909984456100827 1.1483417597058502e-05 0.00050850619718535738 -0.0002929042523161855 -0.00043670152643549004 -0.00089621041731465564 5.1992748592808577e-05 0.0013249715156449997 -0.0001470011585153841 -0.00038426331812830119 -0.0007991521474806526 0.0010027026444551709
leaf_count=1369 148 10660 11716 9308 30557 17873 26313 7995 15147 4634 947 116 21074 1176 1474 13292 7296 6724 11854 9762 9928 5620 32652 20782 20559 4212 8839 20394 28845 665
internal_value=0 -0.0648064 -0.0946864 -0.0385852 -0.0744299 -0.035816 -0.0744889 -0.185484 0.21074 -0.252254 0.185216 -0.280869 0.00751811 -0.0755573 0.356909 -0.324131 0.0781426 0.128887 -0.332587 0.162786 0.0952727 -0.392263 -0.275394 -0.28232 -0.0480662 0.494779 0.00764767 -0.286563 -0.292394 -0.266608
internal_count=361931 295057 269702 189493 165098 133876 113454 52047 25355 80209 24395 75575 61407 14366 2650 66874 40333 33037 61209 20422 19236 23493 53582 53434 28554 5159 10208 49355 49239 31222
shrinkage=0.00213735


Tree=206
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 119 727 595 56 803 181 470 705 1022 878 1469 1470 464 710 540 21 802 269 638 519 21 407 578 927 644 543
split_gain=1353.63 1021.93 713.657 520.226 440.828 332.952 265.121 260.725 220.473 204.15 201.055 188.243 182.985 176.911 173.557 166.521 159.868 159.414 145.611 130.512 128.892 122.808 115.633 113.676 111.968 109.975 107.436 109.179 101.59 101.156
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 0.62883063453998334 1.0000000180025095e-35 1.0000000180025095e-35 -0.81490090580954255 -1.2126727935954851 1.0000000180025095e-35 0.44168008893566513 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.36806838854686125 -1.9689564536147179 2.1420547332082829 -3.9164670491403295 -1.2965003005540392 -0.87905496296652397 1.0483613175537825 -0.34929633066952553 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 17 10 15 9 14 16 -5 13 -4 -6 -2 -3 26 22 -7 29 -14 -12 -13 -24 -16 -1 -28 -17 -9
right_child=1 6 12 11 8 19 -8 20 -10 -11 18 23 21 -15 25 28 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00065218871001867585 6.6552447964751394e-06 -0.00065214587129353659 -0.00067487465845959501 2.1755374021089634e-05 0.0001913635830362306 0.00022353945591077758 -0.00064805000937933396 6.6252357536597481e-06 0.00043120479485785502 -0.00028214261275225181 0.00094521747700350531 0.0002094779818060391 -0.00038094568618670126 -0.00031148505184477523 -0.00027792987597971986 -0.00033139498812410515 -0.00034124026650447038 -0.00040806406041466982 -6.3325395484836633e-05 0.00058031253585650688 -0.00044144710127131217 -0.00010545301370668713 0.0016515591995841879 0.00058475399598554158 -0.00036226378306572341 -1.05269327984814e-05 -4.3454415801481633e-05 0.00066341852253993822 -0.00060467968384327021 -0.00046963937300679851
leaf_count=1250 3993 17409 14713 21301 14939 6893 20323 17936 3979 14323 262 12050 14279 15253 9262 13691 20948 3309 13920 10115 5010 17001 92 4031 26981 31864 7072 920 16340 2472
internal_value=0 -0.18778 -0.116929 -0.0532467 -0.116169 0.244133 -0.37823 -0.257279 -0.0180462 -0.0453105 -0.324837 0.143514 -0.31995 -0.449847 0.00614816 -0.391521 -0.446666 0.00481627 -0.226727 0.417498 -0.108547 -0.21307 -0.320792 0.294198 -0.336657 -0.0621131 0.124456 0.0413492 -0.452497 -0.0422471
internal_count=361931 332372 232437 171191 133809 29559 99935 59442 74367 70388 79612 37382 61246 29966 56065 34024 38357 12551 41255 17008 25418 31280 27335 16081 27073 41126 9242 7992 30031 20408
shrinkage=0.00104519


Tree=207
num_leaves=31
num_cat=0
split_feature=274 470 602 1304 785 705 803 269 728 1430 736 1464 319 1449 578 928 543 816 1367 21 1466 1469 497 713 785 675 795 752 1453 852
split_gain=698.277 497.389 482.276 344.168 254.232 233.055 231.511 203.275 189.861 169.417 156.359 148.686 137.386 125.471 121.072 117.492 113.637 112.018 111.16 110.822 108.83 103.723 103.033 99.9767 88.2177 85.9214 84.176 94.5384 82.4997 79.3351
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.34281947587212225 -0.86283290253235112 0.86010604286694103 1.9682860324222273 -0.36806838854686125 1.0000000180025095e-35 0.54622893720785959 1.0000000180025095e-35 1.3915335900613592 2.3683501136148597 0.74561756370782817 1.0000000180025095e-35 -0.52992354128753727 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -2.7818205974049124 0.57156622312866312 -1.2987941639197651 1.9703080013679652 1.0000000180025095e-35 -0.38035204659413802 1.3006397995630099 -0.29258408639884992 -0.76455979573956789 1.3990727291183711 -0.22706799479215015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 9 -2 11 8 21 14 18 19 12 16 23 15 -6 26 -10 -3 -4 -21 -1 29 -9 -25 -19 27 -5 -12 -7
right_child=4 3 10 5 6 22 -8 13 17 -11 28 -13 -14 -15 -16 -17 -18 25 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00076963951423884532 0.00067965924102318036 -0.00097330051543657848 0.0034288949586291648 -0.00039035563542247646 0.00045323753547330756 -8.5627661492618994e-05 0.00080855826750163143 -0.0002008729019827675 -0.00066095701585901353 -5.2657532440194704e-05 -0.00068718550619527069 0.00059814886006906778 -0.0014011691241398126 -4.1802472246673465e-05 -0.00026834897725469585 1.1206241271285971e-05 -0.0007046121043845974 -0.00020836001467286911 -0.00045447877448857914 -0.00026248316908858925 0.00042495985815279268 -0.0014610369151064823 0.0011823644887539626 -0.00066055627209749533 -0.0012365364891708827 0.00098859179068003667 -0.00026582597395888969 0.00027786351633684491 0.00035226319425150199 0.00051511214663552878
leaf_count=516 10716 15215 130 6174 15999 6714 5593 4607 16119 14241 23810 4490 2224 5029 17043 32672 7433 9533 26311 29079 5495 21692 2373 10682 16285 1355 24446 14853 1673 9429
internal_value=0 -0.167521 -0.278582 -0.0845957 0.0307019 -0.00225216 -0.00293817 -0.441782 -0.028726 -0.219773 -0.150582 -0.0667854 -0.0969233 -0.344495 0.0255451 0.0743465 -0.0780912 -0.186426 -0.29389 -0.0601795 -0.0688571 -0.647678 0.185695 -0.400504 -0.455881 -0.0233028 -0.0422969 0.0507515 -0.284255 0.128074
internal_count=361931 252901 118998 133903 109030 78136 98314 58811 92721 55767 60187 59620 55130 36603 65714 48671 52906 27007 41526 34704 34574 22208 18516 31574 26967 10888 45473 21027 25483 16143
shrinkage=0.00215063


Tree=208
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 119 712 595 56 476 1430 1367 1309 852 21 705 1022 1085 746 1470 896 21 543 269 740 588 644 1193 871 829 928
split_gain=1170.48 908.868 675.604 467.395 426.768 312.485 260.732 246.487 218.824 213.271 311.276 202.102 182.599 176.602 176.516 176.27 173.289 163.326 156.803 144.323 129.081 121.746 118.46 111.254 110.629 109.127 106.261 103.061 101.9 101.83
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -1.0099296266851885 1.0000000180025095e-35 1.0000000180025095e-35 0.29878677988246938 1.0747610123934368 -3.9164670491403295 0.62883063453998334 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2718061674828867 -0.43454379769620094 1.0000000180025095e-35 1.0000000180025095e-35 -0.36806838854686125 1.0000000180025095e-35 2.250834115212506 -0.34929633066952553 4.2386806022684906 1.0000000180025095e-35 1.3510217695864444 -0.52992354128753727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 11 18 -6 10 -7 13 19 -3 -5 16 -4 23 -2 29 -11 27 -17 -15 -16 -20 -8 -9 -28 -10
right_child=1 6 15 14 8 9 26 21 12 20 -12 -13 -14 17 24 22 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00051047463338744082 5.2650048038768688e-05 0.0016334050037894109 -0.00080877796186064365 4.1827553941508778e-07 -0.00027393399265774796 -0.00032092865329814968 -0.00080223097240661326 -1.3038732122449509e-05 0.00041339911693406725 0.00028446908936108687 0.00044235712789099949 -0.00012556325692643597 0.00038426537997289783 -0.00084999999534923429 0.00024099435451373349 -0.00046944601178417947 -0.00037538547635589163 -0.00036389042422937397 -0.00039304721967488754 -0.00013029235251231494 0.00076018810984972087 -0.00066017955685910331 -0.00014183861973831419 -0.000497848265289449 0.00074648694308591262 -0.00073081647639928061 -0.0012162036203423364 -0.00047212553834558967 0.0030342445223126469 1.8135308926422812e-05
leaf_count=3225 3113 199 15441 21301 20657 5579 20167 17943 5817 5834 7345 13914 7584 14425 13171 14279 14525 34363 14130 28930 7576 3158 17001 16711 2910 16781 83 4317 73 11379
internal_value=0 -0.196226 -0.129517 -0.0676026 -0.127172 0.20617 -0.376044 -0.265901 -0.0306979 0.270352 0.0933951 -0.323115 0.0319822 -0.376825 0.118893 -0.326966 -0.454439 -0.384644 -0.396333 -0.015859 0.437062 -0.121413 -0.222149 -0.509107 0.265067 -0.448424 -0.616313 -0.072353 1.05413 0.122873
internal_count=361931 332372 232437 171191 133809 29559 99935 59442 74367 26334 12924 79612 53710 65698 37382 61246 29966 65499 34024 46126 13410 25418 31280 31136 16081 30911 20323 22260 156 17196
shrinkage=0.00126635


Tree=209
num_leaves=31
num_cat=0
split_feature=785 728 1100 181 125 50 712 595 194 869 561 1298 1361 789 519 723 56 257 1357 1470 470 284 395 1466 497 689 1193 21 829 389
split_gain=1099.48 847.724 657.604 530.786 385.293 354.865 322.921 245.727 216.837 191.451 184.551 178.158 246.177 164.663 156.981 218.023 152.723 146.45 143.058 142.664 126.173 121.912 109.779 106.678 105.723 124.094 103.749 102.19 102.027 101.863
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.49009836524369915 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 -1.0597622724945783 1.0000000180025095e-35 0.51364500316626394 3.0589865121061197 -0.4288425582216272 4.2386806022684906 1.0000000180025095e-35 1.3510217695864444 0.87707395870045979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 8 -1 9 19 16 18 12 -8 14 21 -16 17 -3 23 -2 22 -6 -5 -7 25 -18 -9 -13 -28 -21
right_child=1 7 -4 20 13 10 11 26 -10 -11 -12 27 -14 -15 15 -17 24 -19 -20 29 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00043905439242470924 1.9386635408326046e-05 -0.00061529780400633612 -0.0004562789316549651 -0.00067499439368974665 -0.00034607705205841192 8.366557775822583e-05 -0.00019741166817497256 -0.00064958448394944815 -8.7407217747112887e-05 -0.00049108553677582717 -0.00018977282156506568 0.00024512153358424639 0.0003803445323149686 -0.00017316687602318589 -0.00026817205010191031 0.00065294155952562492 5.2394930140125566e-05 -0.00023872435803773699 -9.538586548515381e-05 -0.00051316662247782125 -0.0002106531303383961 0.00016265571367560266 -0.00031515269604731502 0.0003854383148321638 0.00076600939114154038 -0.00026534765679417843 -0.0010175494700038379 0.00059128774234332496 0.0025379561643555657 -0.00016987122004050653
leaf_count=3225 3932 11025 31093 9053 2402 26741 5918 20167 22432 27554 18050 6192 6249 6098 1351 4959 8487 12910 17418 22151 20909 24106 10171 5882 494 19142 83 7975 73 5689
internal_value=0 -0.186658 -0.122212 -0.0835212 -0.0346775 -0.0935295 0.204254 -0.361263 -0.225161 -0.309824 -0.00204782 0.269829 0.0994915 0.128627 0.181683 0.444592 -0.235296 -0.370472 0.0578394 -0.351022 -0.305747 0.115253 -0.439916 0.132241 -0.134723 -0.153843 -0.596472 0.41524 1.05437 -0.411209
internal_count=361931 332372 232437 201344 161211 122295 29559 99935 54204 79612 68091 26334 12167 38916 32818 6310 52058 23935 50041 31772 40133 26508 19224 32623 28123 27629 20323 14167 156 27840
shrinkage=0.00105844


Tree=210
num_leaves=31
num_cat=0
split_feature=1100 181 800 728 578 1430 1367 516 789 1453 507 727 583 677 457 269 859 21 747 539 1016 1447 728 1357 901 1469 1154 938 616 1091
split_gain=700.245 587.403 464.874 359.34 259.883 181.471 240.198 180.93 169.943 138.131 136.041 159.802 126.721 124.998 119.953 120.841 116.876 104.324 103.19 102.896 111.248 101.656 101.097 99.4158 98.7746 98.4798 93.6762 91.5033 91.3329 87.9039
threshold=1.6293515030253838 1.0000000180025095e-35 -0.57812715656594349 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.1343281912642689 1.0000000180025095e-35 1.0000000180025095e-35 -0.55326332990463356 1.0000000180025095e-35 2.3716694046974869 -0.97818596660968204 -0.54135187694831066 -3.2545899522946695 1.0000000180025095e-35 0.6695026854463163 1.0000000180025095e-35 0.74484333252909696 -0.90320472132347296 1.0000000180025095e-35 -0.37906133594100061 -1.2673214316849539 1.0000000180025095e-35 1.0000000180025095e-35 1.0032126598012274 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 6 25 21 10 14 11 -9 -13 26 15 -3 -12 -2 -15 20 -6 29 -18 -19 -7 -1 -5 -24 -17 -4
right_child=17 9 3 13 19 24 -8 8 -10 -11 16 12 -14 18 -16 28 22 23 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092395752604797633 0.0027562972119024279 -0.00098644787294563732 -0.00058563967485391678 -0.0011425006472492337 -0.00083666364569769179 0.00084298323888605281 0.00041748060400874842 -0.00042396171578302621 -0.0003280967788689008 9.1778301161664008e-05 0.00053841959813193065 0.00023921703255109434 0.0017066752109721286 -0.00052447881297587953 -0.0012257117770225383 -0.00030654056423002252 0.00052501768959593116 -0.00061395980005686729 5.3954538371305434e-05 8.2335962004482968e-05 -0.00026134881545457166 0.00032150571436505212 8.1649841004818429e-05 -0.0010957227387281038 0.00030429465520582599 -0.00063978537531352324 -0.00052324281556944698 -0.00057868552312076329 -0.0010061677113059376 -8.7016008179878333e-05
leaf_count=839 135 14778 14674 12527 14910 12939 13494 1415 9598 6023 15525 1573 3315 19843 9417 25965 7277 24068 10922 7582 17369 6441 16225 24734 14392 10127 15737 6345 6138 17604
internal_value=0 -0.0694709 -0.0272823 -0.0746737 -0.0220189 0.139374 0.0117739 0.0308005 0.0959892 -0.263834 0.141037 0.397716 0.550822 -0.22359 -0.299368 -0.25579 0.100916 -0.367295 -0.133249 -0.167345 -0.223338 -0.0809726 0.0258472 -0.374729 0.248506 -0.220486 -0.339169 -0.040953 -0.186006 -0.130895
internal_count=361931 312994 250673 198882 139853 51791 24460 99992 61273 62321 51675 6303 4888 59029 56298 46881 45372 48937 30765 39861 32279 38719 29847 48802 27331 10966 28264 22570 32103 32278
shrinkage=0.00226992


Tree=211
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 50 712 595 56 803 529 735 1298 1361 1470 705 1022 878 526 1465 638 888 476 854 543 588 1465 269 644 803 816
split_gain=1079.38 836.59 627.086 437.937 397.907 313.592 247.396 220.965 203.092 191.066 181.527 178.722 242.602 177.286 168.518 163.536 165.204 157.212 144.417 139.051 123.068 114.325 112.133 111.298 108.183 108.024 107.527 97.1803 96.9133 95.5933
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 0.85523949479533445 1.0000000180025095e-35 1.356718709411544 1.0000000180025095e-35 1.0000000180025095e-35 -1.2718061674828867 0.62883063453998334 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.56487967955244278 -1.9689564536147179 1.0000000180025095e-35 -1.316508667510939 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 0.37973282798721492 -0.36806838854686125 -0.34929633066952553 3.0813325700491205 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 9 13 17 19 28 12 -7 -2 -5 16 -4 18 21 -3 25 -6 -23 -9 -16 29 -17 -15 -10 -21
right_child=1 6 15 14 8 11 -8 23 10 -11 -12 -13 -14 27 24 26 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0004399397258154251 0.00010507252219489492 0.0011224570360480689 -0.00068552371289615872 2.032193071019667e-05 -0.00031009949722221657 -0.00019333556058488406 -0.00064869542878100942 -6.2498208603884787e-05 5.1886949090561226e-05 -0.00049315136476211011 0.00077725973968146385 0.00047688732842978766 0.0004116146819020082 -0.00032441307011487881 0.00022663052158675991 -0.00037850197103517902 -0.00030678115384293476 -0.00031395797366693453 0.00024273064580331355 -0.00038037585340900564 -0.00058942308256323072 6.5685998962498014e-05 -0.00023373663862321368 -0.00054321402319926519 0.0006669579082758182 1.0137836064910483e-05 -0.00010205145859285017 -0.00060906812626779422 0.00074524348350557697 -0.00012450224228993846
leaf_count=3225 3216 317 14713 21301 8968 5918 20323 22323 11302 28774 2074 14167 6249 14011 13171 14279 15253 12194 8312 20723 6243 22042 8653 3155 2910 9713 17001 16621 938 13842
internal_value=0 -0.170166 -0.106021 -0.0462528 -0.104366 0.217845 -0.344632 -0.239605 -0.0110867 -0.292821 0.19578 0.282386 0.111346 -0.365249 0.13455 -0.297977 -0.42238 -0.0636796 -0.0152507 -0.215517 -0.225965 -0.0661177 -0.012232 -0.103013 0.277462 -0.188334 -0.196683 -0.422772 0.100186 -0.245335
internal_count=361931 332372 232437 171191 133809 29559 99935 59326 74483 79612 14314 26334 12167 33848 37382 61246 29966 60169 47975 50838 50521 39663 30695 25478 16081 44278 31280 30632 12240 34565
shrinkage=0.00111414


Tree=212
num_leaves=31
num_cat=0
split_feature=785 1097 263 188 678 712 1361 497 272 1229 476 1022 1361 728 728 1458 1444 652 873 56 257 125 928 62 21 712 1010 652 719 1465
split_gain=1610.97 1038.92 869.569 720.227 531.567 405.484 354.497 304.496 246.244 242.03 216.118 215.513 273.7 205.908 198.762 188.843 182.063 160.815 153.129 150.858 150.5 190.332 141.434 136.325 134.421 126.481 124.648 122.608 116.888 112.85
threshold=-0.86283290253235112 -0.95342879297703587 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 -0.63779424894106762 1.0000000180025095e-35 1.8511096242798462 0.77932881043046476 1.0000000180025095e-35 -1.0099296266851885 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.8460070869938618 1.0000000180025095e-35 -0.98896428961744431 2.242218440812676 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.52992354128753727 -0.37712515092315846 1.0000000180025095e-35 1.0000000180025095e-35 3.0713252103476614 -0.55024281929118113 -1.5042199147372537 0.76330241366421681
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 13 7 -1 9 8 14 -2 28 12 -7 23 17 20 18 -4 26 27 21 -8 -6 -3 -13 -9 -12 -15 -5 -22
right_child=1 2 4 10 22 11 15 25 -10 -11 16 24 -14 19 -16 -17 -18 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00043901121585859207 -0.0008146783494171971 -0.00065572281463162482 0.00030621482693225847 0.0010508870048814615 0.00029869620384981814 -0.00014909947394668992 -0.0007544143355400078 -2.1006859042861393e-05 -0.0003832710951251581 -0.00043971152058871457 -6.6906242136298736e-05 0.00027697674635286326 0.00041335781741439436 -0.00044182741078839727 -0.00028741198266770529 0.00012523748417489277 -0.00033102287227770237 -7.9157709069378775e-05 0.0005006100621554665 -0.00021796884672954501 -0.00030733256810421174 -0.0003277566542968622 6.0792073641248647e-05 -3.7225334902367289e-05 0.00065622863800404013 0.0004602018005539823 0.00072742788656292182 -0.00071064488432086748 -0.00043151172507459263 4.6418601840227667e-05
leaf_count=3225 17070 2677 4638 190 13278 6145 9448 4299 19510 21526 33388 5945 6506 13617 18746 3704 10000 29421 1919 5373 30305 12577 29361 6379 7738 3794 703 24202 11868 4379
internal_value=0 -0.21421 -0.143509 -0.28509 -0.0339015 0.253577 -0.405747 -0.133387 -0.17717 -0.582601 -0.137504 0.325762 0.146693 -0.484674 -0.108766 -0.308837 -0.0783972 -0.0238085 -0.014949 -0.551893 -0.341456 -0.487971 0.135272 -0.189973 0.48902 0.216304 -0.0476494 -0.605049 -0.397622 -0.258794
internal_count=361931 332372 233363 110316 123047 29559 99009 80408 72315 38596 58068 26334 12651 52248 52805 60413 46010 34059 36010 43192 56709 22025 42639 9056 13683 8093 34091 37819 12058 34684
shrinkage=0.00100639


Tree=213
num_leaves=31
num_cat=0
split_feature=890 1237 65 785 332 257 1361 789 1229 519 728 1457 728 921 873 1458 547 1290 803 126 119 401 652 50 608 1465 809 588 382 830
split_gain=713.653 568.309 461.464 424.04 373.073 371.327 292.534 254.246 239.606 233.169 225.411 220.088 160.407 160.314 150.079 147.108 143.811 129.795 122.765 120.297 117.531 118.338 116.393 114.562 141.278 110.895 109.504 105.967 111.669 97.7259
threshold=-1.0182342416987082 0.5723095224056084 1.6527691397016595 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 1.339295830115254 -0.49008176997875957 1.0525743831388839 2.242218440812676 1.8460070869938618 1.0000000180025095e-35 1.8124611990991408 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35 0.56487967955244278 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 0.90765045146119727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 12 5 10 8 9 -1 13 -5 16 -2 17 18 20 -3 19 -7 -6 21 -8 -12 24 -14 -22 -9 28 -11 -15
right_child=1 11 -4 4 7 14 15 26 -10 27 22 -13 23 29 -16 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015281058703389431 -0.00055359451860352647 -0.00046966205306680521 -0.00071005134655753057 0.00020785017823970661 -8.9931112009630266e-05 -0.00013449181022899504 -0.0012649472914402708 0.00010066515730474714 -0.00064897497194643682 0.0010504875933512903 -0.00044350623372523999 0.00049488743506925672 -0.00012533252152292673 0.00039614819733270815 0.0010621120220609505 0.00046586677796215715 -0.0010510229041190621 -0.00077756460656495463 0.00084522944151598422 0.00032095026368666009 -0.00043330447669055977 -0.00046898965189735593 -0.0010435047923499608 0.0010481407011993483 0.00089757442185213357 0.0002751211744689075 -0.00064228210473651762 0.001574806479824237 7.0804944934873859e-05 0.0013737566448868634
leaf_count=16727 2169 22407 21441 5985 28994 37443 9490 6210 20624 4262 13317 3455 4804 7095 2201 3624 18762 3516 2466 25220 29318 11017 21828 9820 5121 5677 10167 2375 3949 2447
internal_value=0 -0.0499733 -0.00971838 0.0184328 -0.0161427 -0.124996 -0.272981 0.0646016 -0.446408 0.11054 -0.288571 -0.278276 0.272791 0.0661428 0.000584179 -0.182711 -0.325539 0.0262358 -0.0299666 0.0494681 -0.213118 -0.356979 -0.363598 0.325899 0.178874 -0.141506 -0.162507 0.369643 0.265603 0.29829
internal_count=361931 265454 220830 199389 177475 83240 96477 94235 37351 77858 41130 44624 21914 67272 42110 59126 41169 57730 39909 54214 55502 20507 35145 19745 9925 34995 16377 10586 8211 9542
shrinkage=0.00220825


Tree=214
num_leaves=31
num_cat=0
split_feature=888 253 785 728 1442 803 470 519 1467 464 804 1009 1450 712 728 664 733 134 527 954 497 1458 540 21 395 1357 354 803 332 21
split_gain=690.426 598.033 380.749 340.412 266.275 232.178 218.075 204.812 191.843 168.695 166.671 148.416 139.055 132.468 130.985 127.87 127.178 119.092 116.667 115.624 109.925 108.754 101.306 96.0787 93.762 91.6838 89.306 88.0228 83.9416 83.6648
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -1.2625182715263061 0.85523949479533445 1.0000000180025095e-35 2.1420547332082829 2.6212945108504591 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35 0.01812218979783697 1.0000000180025095e-35 -0.90320472132347296 1.0000000180025095e-35 1.0000000180025095e-35 1.6445699455742113 0.86558768754863191 2.9053803668447165 1.9107088128239058 0.20667703603638712 1.0000000180025095e-35 1.3785497256249488 1.0000000180025095e-35 1.0000000180025095e-35 1.4174898420279773 3.0813325700491205 1.0000000180025095e-35 -3.9164670491403295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 5 24 7 9 8 11 18 27 12 21 -1 -9 20 22 23 -6 26 -8 -4 29 -2 -3 -14 -16 -7 -24 -5
right_child=17 4 3 16 6 10 15 14 -10 -11 -12 -13 25 -15 19 -17 -18 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0001643552369044226 -0.00080455891085460336 -0.00129096518028496 -0.00033474638005895845 0.0035910131959697908 -0.00124061448669902 0.00021045601736183222 -6.1839267590651218e-05 -0.00054509338276234739 0.0011506055198391896 -0.00031626603407779191 0.0013877081796197625 -0.00057095669141881702 0.00040780468304235391 0.00095056686600128242 0.0008123054797468084 -0.00065342994035400318 -0.00099340754466183036 -0.0014800190886034321 -0.00020996995456269452 -0.0016743035299788005 0.00081196656062743034 0.00017965631228355618 -0.00040286065185377094 0.00016635485236940817 -0.00065908389590570897 -0.00019887718947597601 0.0023403135272520763 0.0013211404272356923 0.00029333849222224119 -0.00054098017052881008
leaf_count=7523 35230 12970 39077 85 15706 18977 30594 1707 2491 20843 3281 18225 17461 11134 5517 8827 10451 8372 3960 342 3252 12302 8977 2596 15716 8607 843 1536 8629 26700
internal_value=0 -0.0640071 0.000640312 -0.0296371 -0.193959 0.0233546 -0.136329 -0.0186285 -0.0470837 -0.259282 0.198626 -0.0625526 -0.0259084 0.265178 0.26413 -0.0392063 -0.180238 -0.357563 -0.426964 0.377626 0.0133255 -0.0884319 -0.132919 -0.308998 -0.389341 0.0931507 0.433665 0.128772 -0.00928598 -0.22115
internal_count=361931 315733 203865 185208 111868 130366 83182 106572 98163 40509 23794 95672 77447 18657 8409 42673 54842 46198 19666 6702 33846 51379 44391 37826 28686 26068 6360 20513 17606 26785
shrinkage=0.00235227


Tree=215
num_leaves=31
num_cat=0
split_feature=617 1423 785 728 652 1469 1022 1154 728 516 789 131 21 56 464 689 395 401 746 513 588 578 1430 1367 941 784 1154 112 1023 982
split_gain=659.189 548.956 427.085 446.07 289.259 202.202 170.869 247.383 170.395 153.332 149.663 134.079 128.586 121.521 129.356 127.664 117.678 139.456 114.571 111.549 112.482 109.58 109.628 146.378 107.546 104.534 93.1475 92.2284 92.0691 89.6611
threshold=1.6614250791469047 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -0.55024281929118113 -1.161100960392466 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.1248358748350926 -0.37314326152536875 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 -0.4288425582216272 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0454229551509682 2.250834115212506 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.9607587081991176 0.9594655836162902 1.0000000180025095e-35 2.2718117149406565 5.5066796363144226 3.5955928533842081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 9 -6 7 28 -1 -4 19 -3 -2 14 -5 -15 17 -14 26 -8 -21 -10 23 -23 -11 -9 -13 -20 -7 -16
right_child=12 11 3 13 5 6 10 25 21 24 -12 18 16 15 29 -17 -18 -19 27 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00061659470244625311 0.0027998178924613518 -0.00082177895971524576 -2.9302350885899541e-05 -0.0010772384323185548 0.00039095333806090217 -0.00088206941693044479 -4.0720672438970605e-05 -0.00028755448951729262 0.0013825419556207814 0.0003624035237014898 -0.0005192157263707724 -0.0010198906412132477 -0.0015222906663839453 0.00013935037235419525 -0.00044691415236236797 -0.00045323094451125642 -0.00054104955589640111 -0.00071400891727702823 -5.4669132359165791e-05 0.00030008295073085512 0.0016660845979284875 -0.00048108692069102823 0.00081528628781260635 0.00063356293866835024 0.0011646696479553739 0.00041839097772704357 -0.00033497767806828737 -0.0011496335203381703 0.0021430131007330834 0.0037956836967910383
leaf_count=2385 147 24786 21578 14164 12026 19102 34525 18645 2788 29691 9925 9139 13090 10849 17139 25525 20716 12202 18122 7211 1128 3646 9157 4845 3096 4959 9119 1964 171 91
internal_value=0 -0.0619026 -0.020561 -0.0492311 0.00498595 -0.0572504 -0.0902138 -0.193507 0.233368 0.123785 -0.0168904 -0.24691 -0.361706 -0.205313 -0.315077 -0.123847 -0.371173 -0.49217 -0.171137 0.033658 0.230661 0.288436 0.230924 0.07087 0.206756 -0.060603 -0.302772 -0.0674717 -0.39224 -0.194647
internal_count=361931 315776 252646 229825 162057 107692 95666 42877 22821 54365 52789 63130 46155 67768 31394 36374 46008 25292 38344 42864 8339 20436 17648 8491 32787 23604 18258 20086 19273 17230
shrinkage=0.00215186


Tree=216
num_leaves=31
num_cat=0
split_feature=1238 869 388 476 746 705 728 1464 785 119 1465 789 795 947 953 1457 1099 1458 472 1464 65 664 738 982 1459 1450 194 407 823 263
split_gain=636.586 526.181 412.193 295.563 235.112 224.114 222.72 206.668 198.603 185.541 166.743 153.269 148.467 132.78 155.517 124.982 140.419 122.05 110.167 103.977 102.164 95.8894 92.9378 91.1052 87.8127 86.2677 80.1059 76.625 83.1504 75.1365
threshold=1.6236383842237581 1.0000000180025095e-35 1.0000000180025095e-35 -1.316508667510939 0.66766320980544069 0.99715813669032338 -0.49008176997875957 0.33722957473813192 -0.86283290253235112 1.0000000180025095e-35 0.56487967955244278 1.1248358748350926 -0.29258408639884992 1.0000000180025095e-35 1.0000000180025095e-35 1.5416109563948532 0.56190344819121218 2.0019660229778804 1.0000000180025095e-35 1.4925201905101055 0.77605621623814935 2.3848607387285203 1.0000000180025095e-35 3.5955928533842081 1.1409958615064268 1.1911932593428711 1.0000000180025095e-35 -1.2965003005540392 1.0224607645851929 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 6 7 -3 10 -8 26 15 -6 -7 14 -2 16 18 21 20 24 -5 23 -11 27 -1 29 -10 -4 -29 -9
right_child=13 4 17 5 11 12 8 25 9 22 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00060099523007160619 -0.0016176745745023573 -2.064149868983151e-05 -0.00098375680677393511 0.00015739368572255445 0.00026711602906319339 0.00093718362642107459 0.00012552280851221617 3.9948040312084702e-05 -0.0014689691819756254 -0.00038037535803765239 0.00049213092462868928 -0.00082555578071352373 0.00023058109181694637 -0.00052266743509820962 -0.00071324694390449456 0.00082057507613634477 -0.00077911875612641417 0.00094649535076253848 -0.00037888127457452205 0.00067707464078612615 -0.00045545295594028018 -0.0011199161020362834 -0.00094117413629920502 0.0036170306123048382 0.00039225246831555772 0.0010613150356090736 -0.0008679547506347206 -0.00021124616775046421 -0.001117482871658671 0.00055010272212522747
leaf_count=22809 13382 15800 6708 34214 14697 12390 5658 12619 14848 24196 11771 3944 13171 23187 12929 2927 8382 1373 21040 2005 8010 6979 11327 122 2395 3884 13005 21014 3491 13654
internal_value=0 -0.056423 0.00153403 0.0427785 -0.184828 0.0770567 -0.23689 0.0383807 -0.292546 -0.333269 -0.0129517 0.020552 0.242955 -0.33934 -0.465559 -0.0490559 -0.0666228 -0.203612 -0.0356183 -0.169801 0.021709 -0.228328 -0.235556 -0.178826 -0.21017 0.180517 -0.483779 -0.186965 -0.135861 0.138029
internal_count=361931 312433 208958 169271 103475 142062 84834 116501 69034 63376 86344 18641 25561 49498 26311 74573 71646 39687 63264 27209 42224 38314 35523 31335 25204 30157 27853 31213 24505 26273
shrinkage=0.00235493


Tree=217
num_leaves=31
num_cat=0
split_feature=683 785 263 50 809 884 56 727 1102 885 728 1095 21 921 652 783 1307 706 710 470 1455 864 644 50 470 1463 1298 933 519 391
split_gain=1012.85 765.805 634.986 516.285 288.132 303.227 284.057 260.334 256.368 220.323 218.052 179.47 156.938 149.034 147.783 145.505 143.65 136.007 128.425 121.045 117.041 115.659 114.472 108.531 112.589 105.394 105.298 101.945 107.858 99.4693
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.70163543588998201 1.0525743831388839 -0.55024281929118113 1.1155635910225459 0.46775370675029004 0.62672487627420737 1.9207401787728819 0.66595742291584703 0.75934798726561159 0.72275257928592751 -0.34929633066952553 1.0000000180025095e-35 1.0000000180025095e-35 1.8172976979801614 1.0000000180025095e-35 0.68806224955729689 2.1420547332082829 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 6 5 -1 10 17 11 -4 -3 14 20 18 -5 -15 26 -2 -10 -11 25 27 -12 24 -9 -6 -8 28 -21 -7
right_child=1 2 9 8 12 29 16 23 13 19 22 -13 -14 15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00086990237700376109 -0.00030870080233848138 -0.00011340201086803802 -0.00012605505123216472 1.7962028738067483e-05 -0.00026010002197293208 -0.00025099001710446247 -0.00029477896364580225 -1.4842858071496814e-05 -3.917789155705537e-05 -6.8851167561946559e-05 -0.00045138494156075258 -0.00052204297844278796 -0.00038224562761916494 0.00016711276071791137 -0.00023828779834529949 0.00097173663344253503 -0.00046006427043927703 0.00020460521853211315 0.00073714082489820991 0.0003198994536091998 0.00028572748402309336 -9.159016751523646e-05 -0.00074268430561068256 0.00064742716688042431 0.00052445626452018372 0.00043526293108271349 2.3450378096769189e-05 1.1443006794405374e-05 0.00074391324477911258 -0.00058985136532807027
leaf_count=19828 4790 7441 17228 21952 17074 14166 10885 3819 24473 6662 20121 9227 38928 3916 34761 1601 10728 6641 1163 12024 3674 3639 20786 8009 4441 1474 13851 3696 3920 11013
internal_value=0 -0.0760901 -0.117581 -0.177362 -0.328814 -0.477062 -0.306108 0.224175 -0.0805408 0.0790967 -0.425987 -0.156242 -0.237873 0.0627168 -0.114853 0.346329 -0.172823 0.00210152 -0.00157819 0.173945 -0.0930434 0.236821 -0.49634 0.381261 0.226259 -0.166775 -0.0923072 0.293255 0.358106 -0.328063
internal_count=361931 255774 228074 180905 106157 45007 83812 27700 97093 47169 48348 65940 61150 31153 56713 5517 35464 11431 25636 29941 22222 23279 40907 16269 8260 18548 24736 19640 15944 25179
shrinkage=0.00119572


Tree=218
num_leaves=31
num_cat=0
split_feature=681 529 56 50 1431 785 941 1022 1470 678 1154 1465 1469 556 1431 1458 522 1230 1469 1469 1430 1367 785 728 1458 125 50 652 606 1023
split_gain=635.953 523.645 311.189 457.043 261.016 239.869 188.115 175.487 168.679 167.329 154.586 144.948 132.093 119.756 119.156 112.495 116.744 111.28 101.141 100.725 98.7293 109.18 92.8962 92.257 88.6695 88.6275 88.163 81.7472 78.2462 74.5541
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.9607587081991176 1.0000000180025095e-35 -1.2008461188180046 0.34708990927187483 1.0000000180025095e-35 0.57942899407087378 -0.64180087851808076 -0.21198473794706632 1.0000000180025095e-35 1.8992776531617575 -0.71745339412579689 0.38564141960353587 -1.2673214316849539 -0.73228498369316297 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.49008176997875957 0.24391125146464598 0.58518330826110332 0.55630078546380823 -0.55024281929118113 0.44224916350105375 7.4366709976304533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 7 23 9 10 -1 11 18 15 -5 -6 25 16 -7 27 -3 -10 21 -14 -22 -4 28 26 -2 -9 -11 -21
right_child=14 4 5 12 13 6 -8 17 19 24 -12 -13 20 -15 -16 -17 -18 -19 -20 29 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00018981641848237049 -0.00085577241505310612 0.0005795107397224378 -0.00053093805067769165 0.00039425146730780365 -0.00040286422799726111 8.7346961905670594e-05 0.00086324922994738249 0.00023514231491229015 -0.00033214471524759269 1.6184285542607747e-05 -0.00018575075342529935 0.00035514057309874749 -0.00089406628273137423 -0.00088930580162815531 -0.0010378891913918615 0.00076881864803395744 -0.00036314953269717191 0.0004042905454792409 -0.00096469615778393893 -0.00088998169513610545 0.00098811122212469891 -3.7851619495662926e-05 -7.9683267535769554e-07 0.00087084329818524304 0.0006524007868216092 -4.4772752543198605e-05 -0.00015139693473882439 -0.00031069036235996297 0.00053276858151343569 0.005064171823781936
leaf_count=4900 16880 874 921 15603 21004 15393 4864 7492 11185 18194 17631 11249 5789 24733 18204 2053 36840 8976 13649 25441 1792 6636 18716 9569 7886 5591 4824 18415 6594 33
internal_value=0 -0.0552721 0.00540064 -0.0918111 -0.177081 0.0730838 0.0427803 -0.0943187 -0.275651 0.0224305 -0.216507 -0.04077 0.036251 -0.310954 -0.3414 -0.08631 -0.106274 0.00433388 -0.401708 -0.333512 -0.0402697 -0.194105 0.0442675 0.356971 0.133349 -0.251063 -0.321679 -0.0693301 0.0752936 -0.416731
internal_count=361931 316432 203658 90095 112774 113563 103073 67037 41559 98209 32154 65535 48536 45737 45499 54286 52233 34883 14523 36659 32933 12425 20508 10490 32674 27295 21704 25907 24788 25474
shrinkage=0.00210702


Tree=219
num_leaves=31
num_cat=0
split_feature=134 1447 1436 1430 683 1030 795 953 539 464 1235 705 710 892 885 1469 1450 1442 854 797 1449 602 784 1457 781 1464 1463 804 50 819
split_gain=614.458 470.495 383.835 641.298 294.181 204.627 215.975 167.054 149.046 152.401 145.272 121.669 118.799 118.557 109.108 109.032 108.062 107.033 103.134 103.568 94.723 92.3222 89.4384 83.1661 82.6372 82.3326 80.5087 77.5721 75.5635 75.1633
threshold=1.35321484427453 0.74484333252909696 1.0000000180025095e-35 1.0000000180025095e-35 -1.07329023030195 0.99422031274767553 -0.29258408639884992 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 0.37185795862114152 2.0581232305957067 1.0000000180025095e-35 1.0000000180025095e-35 -1.0706168552173836 -0.28900078866492313 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 1.2624102624837521 1.0000000180025095e-35 0.9594655836162902 1.339295830115254 1.0000000180025095e-35 1.6845578599085893 3.2146045722163294 2.2521318533151415 0.55630078546380823 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 26 6 11 15 9 -2 -5 -6 14 28 27 -1 -3 -9 19 -16 22 -17 -20 -7 -13 29 -4 -8 -12 -10
right_child=8 16 4 10 5 23 12 17 25 -11 13 24 -14 -15 18 21 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00033028959635207118 -0.0011405845328259813 6.5195295998704959e-05 -0.00042132957565794586 -0.00040043727921227875 0.00012821072535756703 -0.00054454447193336966 -0.00046848987943947284 -0.00090528976224040414 -0.00032890593669391232 -0.00050007694065033249 4.4103500038076525e-05 0.0007019143904159231 0.0007526937007464199 -0.00035889469208108988 -4.2688912287898486e-05 -0.0012114341677054526 0.00044349985199811505 -8.1561651581608127e-05 -0.00022280337115885505 0.001461308569454503 0.00069135382431970377 -0.00070828987916471582 0.00037395934017479734 0.00060959676682616204 0.00014783091338078846 0.0005439261515840485 0.0011545838615215501 0.00081527775624803261 0.00047888376079760443 -0.00091142877082795891
leaf_count=5271 18369 21573 32791 18312 20660 11825 13774 4449 27922 16402 22207 15204 2669 9610 1315 21413 25251 7997 20760 1358 2358 12139 4677 1120 5568 1625 580 761 8431 5540
internal_value=0 -0.0432642 -0.0825166 -0.180267 -0.0102887 0.0396745 0.0716771 -0.374392 -0.27955 -0.399281 -0.0372636 0.176597 -0.0219348 0.0283828 -0.047196 -0.458161 0.137963 -0.170882 0.0181899 0.381132 -0.0189234 -0.512284 -0.055731 -0.219102 0.281932 -0.185262 -0.198618 -0.199752 0.0873238 -0.209398
internal_count=361931 292073 245249 109829 135420 102049 89104 51269 69858 34771 58560 41432 47672 40248 45003 38823 46824 12446 30468 2673 27795 33552 25437 12945 20772 35087 33371 14535 30638 33462
shrinkage=0.00196654


Tree=220
num_leaves=31
num_cat=0
split_feature=203 616 1031 785 519 803 728 869 791 921 783 119 263 854 797 727 927 1459 583 712 666 1452 728 1176 902 609 1458 1168 815 1016
split_gain=585.183 505.596 444.442 344.935 322.801 330.946 302.902 295.643 193.738 205.479 184.419 164.081 171.925 152.184 293.036 143.719 140.016 135.767 133.187 122.591 121.02 114.029 113.932 95.2881 94.8096 93.0966 91.271 91.2084 90.6407 112.52
threshold=1.3520813746060025 0.57091520978742472 1.6568736917453439 -0.86283290253235112 2.1420547332082829 1.9682860324222273 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 1.0483613175537825 0.43577943106047246 -0.55326332990463356 1.0000000180025095e-35 0.45873907618427312 0.70902136653063086 -0.49008176997875957 -2.0967002395484351 3.4436453420943347 1.6285028476148826 1.4454999719500954 -0.28919238636343836 0.67237773758774566 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 6 21 8 9 13 -11 12 -2 14 -8 -1 18 27 -6 -10 -7 -5 -20 -13 -25 -22 -9 -3 29 -21
right_child=11 17 -4 4 16 20 7 26 19 10 -12 23 -14 -15 -16 -17 -18 -19 22 28 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00013435441377019093 -0.0013146780922935592 -0.00043582468624008263 -0.00065264923433918916 0.00015921575090224242 8.2661699199511942e-05 0.00028328666578134802 -0.00040401470634232649 -0.00058219858184773527 -0.00019826794634536505 -1.5587283205289126e-06 0.001341057801381221 0.0016615593122595272 -0.00055533323990528192 -0.00038220908359678563 0.0013953046671110285 0.00085591107726295525 -0.00039039589338801469 -7.7645532585643142e-05 -0.00021938238509912791 -0.00014160997089946183 0.0013841548450280816 0.00087022374994847761 0.0012545378117033228 -0.00042445914874458357 0.0028079114248440382 -0.0012496595084294777 0.00022437019374297142 -0.00095122703345983345 0.0010678032364393592 0.00063213162956018065
leaf_count=8281 17623 14292 25770 23378 3531 6378 4857 44496 10351 6742 2621 401 17378 54510 2799 13066 2175 9293 1113 7321 3897 5341 7164 34176 178 268 3212 20008 3280 8031
internal_value=0 -0.0403063 -0.00603192 0.0206773 -0.00721644 -0.0318706 -0.054713 -0.0941178 -0.0326532 -0.0900444 0.185257 -0.271291 -0.394068 -0.134612 0.133953 0.256752 0.272274 -0.263968 0.354224 0.111527 0.304681 0.135968 0.485179 -0.169707 -0.184003 0.55632 -0.23809 -0.331725 0.20268 0.132982
internal_count=361931 292175 248582 222812 201465 187482 176939 148220 100512 71529 9363 69756 35001 62166 7656 21347 13983 43593 11808 28983 10543 28719 8277 34755 34354 4165 47708 34300 18632 15352
shrinkage=0.00219754


Tree=221
num_leaves=31
num_cat=0
split_feature=545 785 728 1307 852 746 533 602 539 727 896 921 319 1430 1436 21 1455 713 804 706 497 638 43 791 1323 184 50 470 927 1455
split_gain=928.167 740.81 565.893 392.008 390.849 331.196 270.004 237.655 267.914 215.923 210.241 175.825 165.637 134.338 188.995 129.281 138.422 124.894 110.075 109.994 108.804 106.598 105.86 105.084 104.572 102.788 98.0318 107.767 96.8919 95.5102
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.6294210021612947 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 0.75934798726561159 1.0000000180025095e-35 0.45538871002063286 0.82104289547369691 1.656418941702585 -1.9689564536147179 1.0000000180025095e-35 1.0000000180025095e-35 3.0082871096711936 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 0.80851755981579754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 9 3 4 5 6 17 8 -1 19 20 -6 13 14 -4 16 -9 -3 -19 -2 22 -15 -7 -12 -5 -8 27 -11 -22 -10
right_child=1 2 12 24 11 10 25 15 29 26 23 -13 -14 21 -16 -17 -18 18 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00084369497618533643 -0.00020974372475653257 -4.8392828422411128e-05 -0.00065469477446311868 -0.00043275650852395603 0.00015307830753229421 0.00015491441823085812 3.7298997048453437e-05 -0.00021421386948234207 -0.00044540079481542754 -8.9115187172269813e-06 -0.00017440225451794347 0.00065382291720777466 -0.00058837270802427678 0.0010585734242464712 -0.00021343843869831559 -0.0003691339175108254 0.00032773102102280594 -0.00056111990267677535 -0.0001659267309739926 0.00024016834040458903 0.00057104210852124008 -0.00017813944168156506 -0.00020917162549162623 9.9502169870701554e-05 0.00093116898914314739 -0.00024889118408591437 0.00062441884972316559 0.00051388173885170193 -0.00019276879543310267 3.08742639101247e-05
leaf_count=17846 5322 5632 12547 18737 15423 24528 19661 16483 19285 3664 25402 4333 13911 339 13594 34086 3294 19150 5576 5491 4289 30931 5283 10191 307 10735 7574 4284 968 3065
internal_value=0 -0.0731103 -0.111191 -0.0513158 -0.0198979 -0.0609127 -0.178258 -0.327171 -0.471779 0.232891 0.0261422 0.233015 -0.278355 -0.230071 -0.350512 -0.238733 -0.0990153 -0.331595 -0.400341 0.025012 0.13036 -0.139565 0.0836314 -0.0822413 -0.351045 -0.050737 0.380519 0.230712 0.375747 -0.324113
internal_count=361931 267872 241537 170215 151171 131415 60754 94059 40196 26335 70661 19756 71322 57411 26141 53863 19777 30358 24726 10813 35068 31270 29811 35593 19044 30396 15522 7948 5257 22350
shrinkage=0.00115724


Tree=222
num_leaves=31
num_cat=0
split_feature=181 1169 1454 125 1464 405 1367 1430 1458 120 1469 50 338 21 1361 1436 1010 795 1454 1453 815 567 1296 409 795 1430 1367 401 728 598
split_gain=582.659 474.398 372.917 210.958 197.529 181.712 169.604 300.264 152.013 158.2 149.854 144.041 143.827 126.086 123.759 152.868 109.099 101.262 95.5299 92.7611 90.9243 90.6208 89.9238 89.6869 93.6257 108.173 90.1703 88.5851 87.1384 83.5637
threshold=1.0000000180025095e-35 1.0643747975631468 -0.2363894608792538 1.5320262332576917 1.4252756032517901 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.0019660229778804 1.0000000180025095e-35 -1.2673214316849539 1.0000000180025095e-35 -0.67742393113063393 -1.6471741456694959 1.0000000180025095e-35 1.0000000180025095e-35 3.0713252103476614 -0.29258408639884992 -0.12591398429191614 1.2041679343814773 1.0000000180025095e-35 1.7149604823276914 1.0000000180025095e-35 2.2294551496329555 -0.29258408639884992 1.0000000180025095e-35 1.0000000180025095e-35 0.66778437295061321 -1.3163276726681863 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 7 10 9 13 -1 27 -8 18 15 -3 17 -14 -4 22 -12 -19 -13 24 25 26 -15 -2 -26 -9
right_child=11 14 4 -5 -6 -7 12 29 -10 -11 20 19 16 23 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00057373854957297184 -0.00089595045696697344 -0.0010650399611816482 0.0042197002561329341 0.00043970928704747155 0.00063131167619916769 -0.00075693709901357019 -0.00036123854932880114 0.00010381154099165371 0.00073378791130579186 -0.00018827671550163591 -0.001130331432909493 -0.00054740063076074406 0.00035435593265614913 -0.00037462613385818552 -0.00024880652239264972 -0.0003771811199687774 0.0021626541067297283 -0.00018659065662251947 0.00092237445739746127 0.00031553088148605641 -0.00041626834025637941 0.00084188373351896289 -1.0047006343605278e-05 -0.00061351882187121623 0.00062880797634889214 0.00064235761895879674 0.00039748515849889868 -0.00030644946292897692 -4.1972677833992336e-05 -0.00042343643200608446
leaf_count=1231 28866 14940 187 8632 14410 11820 15621 16509 5985 30815 14090 28836 16275 4871 31304 16343 382 16704 504 3486 4526 1507 7594 2890 3678 13246 6311 6384 25334 8650
internal_value=0 -0.0365224 0.00484691 -0.0790186 0.0898574 -0.106391 -0.0775268 -0.175147 0.0548041 0.0322795 -0.389077 -0.258228 0.00259304 0.0937003 -0.214387 -0.323212 0.070383 0.0574864 0.934857 -0.171271 -0.446229 -0.0461787 -0.205947 0.0829226 0.100062 0.19219 0.041835 -0.372276 0.0227265 -0.0315583
internal_count=361931 286765 224178 115947 108231 107315 95495 45006 93821 87836 19847 75166 50489 57021 62587 31283 34868 34486 691 39916 18616 18211 36430 56330 53440 24428 11182 35250 29012 25159
shrinkage=0.00205778


Tree=223
num_leaves=31
num_cat=0
split_feature=785 545 332 188 959 712 540 257 728 873 194 194 1022 1361 1010 200 528 1430 1298 595 1454 43 846 1457 21 789 1091 1292 21 885
split_gain=1357.09 923.368 734.902 709.129 495.81 356.878 330.862 263.421 233.757 227.86 210.788 203.794 188.251 235.141 179.934 171.413 157.484 155.205 177.065 154.974 148.7 145.114 143.005 138.74 138.133 130.453 126.964 126.713 126.654 119.993
threshold=-0.86283290253235112 -1.0372938969678034 1.0000000180025095e-35 1.0000000180025095e-35 -0.98621059485438678 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 2.242218440812676 1.0000000180025095e-35 1.5271592296785539 1.0000000180025095e-35 1.0000000180025095e-35 3.0713252103476614 -0.97734522064874174 1.3633726830512116 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.2363894608792538 2.2744972866152193 -0.48273133918595618 1.5723103033889971 -0.89074317784588486 1.1248358748350926 0.69009342306031496 1.0000000180025095e-35 1.0000000180025095e-35 6.1053019920877674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 8 23 -1 19 10 -3 14 -2 15 13 -7 17 -8 26 18 -5 25 -9 22 -17 -4 -22 -6 27 29 -14 -10
right_child=1 2 4 9 6 12 11 20 16 -11 -12 -13 28 -15 -16 21 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00046766024352905896 -0.00084772823092932781 -0.00016524598236053605 -0.00039662665718302856 -0.0005575199446326756 -2.3371000680318696e-05 -0.00016608792348375074 -0.00033267399363754417 -0.00045219443816630158 -0.000854667904358796 0.00045203859960532637 -0.00046261816747765927 0.00034577329939771366 0.00025702575663031393 0.00040289352161793746 0.00074629209926323496 0.00027270358874628827 -0.00019730840216542687 -0.0001046474625738906 -0.00015065209012514718 -0.00045694391889551867 0.00011972048255093537 -0.00060039422498001549 2.1763278745816415e-05 0.00022711820409313779 -0.00030120211116280453 -0.00040373841384189733 -0.00027366428027337229 -0.00053752339038168687 0.00066021552221856539 0.0016549710624994924
leaf_count=3225 17254 8437 23910 11634 23065 6145 5506 28976 20567 2599 22333 10972 5945 6506 864 13939 4670 34685 11177 7854 5333 1600 33416 1897 16939 5346 4273 15043 7738 83
internal_value=0 -0.210981 -0.14862 -0.27658 -0.0491985 0.220886 0.0078772 -0.404941 -0.473946 -0.13433 -0.552908 0.0868297 0.289305 0.121478 -0.162673 0.0369181 -0.542387 -0.177929 -0.315599 -0.148567 -0.309088 0.0712865 0.088899 -0.316419 -0.182734 -0.0845089 -0.592231 -0.640619 0.443484 -0.767065
internal_count=361931 332372 241537 114032 127505 29559 101698 90835 53073 60959 39587 65433 26334 12651 58360 54461 44636 57496 22811 36265 51248 48955 47355 25807 22272 28411 39966 35693 13683 20650
shrinkage=0.00109358


Tree=224
num_leaves=31
num_cat=0
split_feature=1147 1426 785 728 1431 784 1453 338 1458 921 1028 677 1016 788 21 497 412 712 982 1223 1022 464 56 724 885 21 544 21 50 809
split_gain=574.052 480.76 289.592 264.976 263.045 228.627 216.015 204.01 191.278 160.284 158.28 138.596 178.415 143.403 135.318 134.069 133.565 120.433 115.495 102.784 103.887 102.044 101.018 91.4949 90.9414 94.1213 83.9537 81.9502 79.997 79.2021
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 0.9594655836162902 1.9142027959396961 -0.67742393113063393 0.20667703603638712 1.0525743831388839 -0.96688480048775205 1.0000000180025095e-35 1.0000000180025095e-35 0.38349571241217301 -3.2545899522946695 2.5623266075722904 1.0000000180025095e-35 1.0000000180025095e-35 2.9259986913243421 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.372772149376732 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35 -0.70163543588998201 0.55630078546380823 2.6372809947782678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 5 6 8 7 21 11 -7 -9 12 -4 29 -2 16 19 -1 -18 20 -16 -3 28 -11 25 -5 -15 -10 -12 -13
right_child=14 4 3 24 -6 9 -8 10 27 23 22 13 -14 26 15 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0001936452870444269 0.0038982747844210487 -0.0012181064694776508 -0.00093214871160550113 -2.8959869213275383e-05 -0.001142338382367323 0.00035321109717519603 0.00083930070083474404 -0.00078615226642461927 0.00083542573146321096 -0.00036130742877375836 -0.00053865850796449655 -0.00010650734008700522 -6.8271272747032164e-05 0.00088954137084493027 -0.0016220933245082037 0.00075777768396815897 -0.00037276938313251449 0.0010713596795744315 0.0033687723465344872 -0.00064492095655164854 -0.00083639671021953584 -0.00050357488738990528 0.00018452273294670578 0.001682469564267282 -7.4720997010616687e-05 -0.0007847136448519992 -5.2900124473383713e-05 0.00019295410515116047 0.00028287321128727858 -0.0019412407045443741
leaf_count=6868 148 12763 15075 8184 15324 17955 4433 11999 8015 681 16047 26669 16235 6805 13219 1642 16564 10049 225 26171 13471 17541 23386 3952 18939 21893 4244 18449 4342 643
internal_value=0 -0.0371842 0.0251071 -0.00267634 -0.155773 0.0459834 -0.114231 -0.139573 0.00129768 0.225248 -0.0681408 -0.0565077 -0.167855 0.0197203 -0.26115 -0.266697 -0.284071 0.269389 -0.120581 -0.344929 -0.45271 -0.294229 -0.0144784 0.538927 -0.144814 -0.224951 0.211176 0.146138 -0.129806 -0.0575527
internal_count=361931 290491 184656 167739 105835 118723 90511 86078 96135 22588 55774 69671 31310 38361 71440 71292 69650 16917 16789 52861 26690 30304 43775 4633 49016 30077 11049 26464 20389 27312
shrinkage=0.00260632


Tree=225
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 50 712 56 595 784 921 529 1470 1022 1361 705 1022 878 1469 1309 561 21 269 588 21 516 50 56 1193 644 526
split_gain=1059.47 833.367 595.329 413.535 388.132 287.19 231.124 223.486 201.871 175.588 174.048 172.912 166.647 219.799 163.04 156.768 161.481 152.954 130.433 115.75 113.607 111.788 105.739 104.973 104.269 101.178 116.613 92.7899 92.7888 91.3983
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -1.2718061674828867 1.0000000180025095e-35 1.0000000180025095e-35 0.62883063453998334 1.0000000180025095e-35 1.0000000180025095e-35 -0.99193502463035566 0.81883784246325297 0.55894040826437752 1.0000000180025095e-35 -0.36806838854686125 2.250834115212506 -3.9164670491403295 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 4.2386806022684906 -0.34929633066952553 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 11 10 17 -10 18 -2 13 -7 -5 16 -4 -6 23 29 -14 -17 -16 -3 -8 26 -25 -9 -13 -19
right_child=1 7 15 14 8 12 24 27 9 -11 -12 28 20 -15 22 21 -18 19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00046811089985803475 9.4379664357440357e-05 0.0017414000290327132 -0.00075410992079530522 4.5261653780663595e-06 0.00015484406652945936 -0.0001926197259585671 -0.00032340089816857071 -0.0007305942596237152 8.3095416633008248e-05 0.00071296446729718897 -0.00054820271840197552 -0.00037236767887270194 0.00026307249772749105 0.00042731189361271994 0.00022704798258715001 -0.00042782945992294019 -0.00034244550240624847 -2.8742057709881897e-05 2.1622069521251234e-05 -0.00036950073352302854 0.00069484395025423478 -0.0001183352293410935 0.00070586344903585726 -0.0006200854314064076 5.1900999420832666e-07 -0.00013253871229734139 -0.00029309427768903185 0.0011959047867555288 -0.00067726396082966973 -0.00035090298384625424
leaf_count=3225 3216 113 14713 21301 11437 6145 10960 20167 11543 3031 28774 14011 5945 6506 13171 14279 15253 29025 7323 12243 7738 17001 2910 14845 14518 10462 18095 156 16621 7204
internal_value=0 -0.180041 -0.115998 -0.0578138 -0.114205 0.204894 -0.247584 -0.353832 -0.0220932 0.182873 -0.304845 -0.375575 0.266761 0.108086 0.11792 -0.303005 -0.424877 -0.0747986 -0.231359 -0.125924 0.413615 -0.203931 0.258721 -0.279214 -0.107657 -0.285934 -0.348202 -0.580105 -0.432249 -0.0703988
internal_count=361931 332372 232437 171191 133809 29559 59326 99935 74483 14574 79612 33848 26334 12651 37382 61246 29966 59909 50838 48472 13683 31280 16081 43515 25478 43402 32940 20323 30632 36229
shrinkage=0.00122436


Tree=226
num_leaves=31
num_cat=0
split_feature=888 1362 1216 56 188 785 662 1470 789 1357 729 1012 62 497 1091 852 272 45 1466 588 727 1459 940 890 590 647 686 816 728 1465
split_gain=568.138 488.177 386.003 336.772 440.383 255.283 190.245 174.061 150.457 138 133.211 129.947 125.079 118.881 116.386 109.375 104.037 99.7677 97.3399 94.7552 93.9924 91.7557 91.6722 101.371 87.5282 98.5501 85.679 83.1961 83.0523 81.796
threshold=1.0000000180025095e-35 1.0087403405179345 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.58271687606615485 -1.2008461188180046 1.1248358748350926 1.0000000180025095e-35 0.75637635299260908 1.0000000180025095e-35 -1.2811150420666217 1.7994569942083281 0.69009342306031496 1.0747610123934368 1.3643217266306855 -0.4851739300165801 0.84990844879973848 2.250834115212506 -0.682906484622256 0.56021468981034472 2.3907917078320593 -0.71339486274837316 0.58895901036483078 -0.87782724458594241 1.321975669573771 0.98567350059335823 -0.49008176997875957 0.56487967955244278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 28 24 -1 10 18 15 21 -9 22 17 19 26 -14 -6 29 -19 -3 23 -4 25 -7 -2 -12 -5 -8
right_child=16 11 13 5 9 6 8 12 -10 -11 27 -13 14 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0002284990026512259 -0.00035391019523542503 -0.00041785385479532744 -0.00063453059682531357 -0.00030543338901027362 0.00014530410068630745 -9.3154822024267404e-05 1.6980813092932904e-06 -0.0012184873302288376 -0.00034601729238852984 -0.00017504622371198355 -0.00023627368181146783 -0.00076745424942335641 -0.00086290294848527169 0.00034938184479937976 5.6579106412285059e-05 0.00059608699103953203 -0.00094366233766098203 0.0004137208758055473 0.00072346366152256658 0.00069696560741778818 -0.00049683647342399582 0.00014339570507541775 -0.00080333342881531067 -0.00018877836530203747 0.00087247399382989416 0.00048910832398840732 -0.00083182203444999046 0.00059198089442152348 0.00080255111417146393 0.0004194074298458854
leaf_count=4891 24610 25941 13441 989 28668 5605 34391 5884 11982 19712 20732 17021 13473 3069 5050 7117 12242 2104 4338 3188 13279 5279 8342 26802 4079 11648 9346 1731 9645 7332
internal_value=0 -0.0457089 -0.0123947 0.0241897 -0.0731399 0.0933987 0.0635497 -0.25063 0.0202011 0.0462809 0.0542072 -0.254687 -0.305977 -0.186852 -0.258861 0.105895 -0.315539 -0.321074 0.124206 0.068788 -0.198841 -0.17424 -0.216764 -0.174874 0.22907 0.165684 -0.257352 -0.088258 0.386107 0.0423115
internal_count=361931 315733 267492 215838 97399 118439 107805 44681 86473 52718 74491 48241 39790 51654 33906 52028 46198 28856 33006 44911 15383 31220 48585 40243 21332 17253 33956 22463 10634 41723
shrinkage=0.00181763


Tree=227
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 50 727 595 56 852 1309 1470 1466 21 705 888 896 746 928 706 1022 878 21 543 588 1193 740 829 689 921 1423
split_gain=831.194 726.088 524.548 358.181 367.102 262.776 231.863 206.003 180.78 173.018 170.546 168.59 163.411 145.64 140.26 135.243 134.917 134.362 123.503 115.583 137.152 112.649 104.034 99.0609 98.0999 96.4408 91.5857 91.2244 87.6646 87.5413
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 0.29878677988246938 -1.2718061674828867 0.67647628514450941 -3.9164670491403295 0.62883063453998334 1.0000000180025095e-35 -0.28794826445342053 1.0000000180025095e-35 -0.52992354128753727 0.82104289547369691 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 4.2386806022684906 1.0000000180025095e-35 1.3510217695864444 -0.4288425582216272 1.0525743831388839 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 18 9 10 11 12 -2 15 -3 -5 19 17 25 -6 -1 20 -4 -7 -9 -15 -8 -14 -26 -18 -10 -21
right_child=1 6 14 13 8 21 24 22 28 -11 -12 -13 16 23 -16 -17 27 -19 -20 29 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00023200770118094109 0.00011771642101655212 0.0013815164361350362 -0.00057350406056886759 2.1079031883242234e-05 0.00023420678697833527 0.00016982436962768393 -0.00060314836665743702 -4.4511123411865811e-05 0.00014676574882247035 -5.870901061168402e-05 -0.0004257236677622856 0.00020893381828580176 -0.0006371189861989941 0.00020299538925207272 -0.00054238962759793532 -0.00019537001248138026 -6.2427605099514634e-05 -9.0907779759108196e-05 0.00017966666199072351 -6.5538774412877407e-05 -0.00020495752540992075 0.00051378844406854479 -0.00049295556221892116 0.00060748812616488843 -0.00097417043474178164 -0.00035282459321072236 0.0024691000752233862 -0.00032486135615155445 0.00059314783988081369 -0.000365358424804477
leaf_count=6473 3216 199 11935 21301 8480 6893 20167 22323 7944 13914 30632 9870 14425 13171 10907 28695 9378 17147 6078 19130 12375 10115 3155 2910 83 16711 73 24985 2347 6899
internal_value=0 -0.150409 -0.0904405 -0.0357134 -0.0886752 0.193033 -0.314831 -0.219713 0.00117931 -0.264442 -0.342322 -0.0399231 -0.315487 0.12824 -0.268074 -0.0852244 -0.323275 0.0189639 -0.0205819 -0.222263 -0.339876 0.350894 -0.0872354 0.261568 -0.548642 -0.440086 1.07056 -0.234114 0.238982 -0.13023
internal_count=361931 332372 232437 171191 133809 29559 99935 59326 74483 79612 33848 64192 65698 37382 61246 54322 65499 25627 12551 50339 24310 17008 25478 16081 20323 31136 156 34363 10291 26029
shrinkage=0.00106562


Tree=228
num_leaves=31
num_cat=0
split_feature=67 21 470 464 62 959 685 476 112 859 1426 785 705 789 1436 1423 1458 861 923 785 728 1361 1469 56 50 789 487 131 917 21
split_gain=563.44 387.29 389.475 420.72 249.637 200.598 184.933 165.165 167.631 151.802 146.281 137.372 127.817 126.815 119.212 116.364 107.19 108.189 128.938 103.537 101.875 99.6936 116.928 90.1401 107.034 88.3808 88.0799 85.5725 85.295 83.9949
threshold=1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98621059485438678 0.58104764358843186 -1.0099296266851885 2.2718117149406565 -0.54135187694831066 1.0000000180025095e-35 -0.86283290253235112 1.215584911221339 1.1248358748350926 0.60428344764309971 1.0000000180025095e-35 1.8460070869938618 0.60551395916716055 -0.86449023226567734 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -1.1138918620402491 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.055091597408409507 -0.97947116861403372 -0.75778912083554528 -0.32341995197817647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 10 -3 9 -6 12 23 13 -5 28 15 21 -4 17 19 -19 -11 26 22 -7 24 -2 -25 -13 -23 -9 -21
right_child=6 2 4 11 7 14 -8 8 -10 16 -12 20 -14 -15 -16 -17 -18 18 -20 29 -22 27 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0029967800449835847 -0.00033602346527762688 -0.0015396985315832311 8.6607424860090257e-05 0.00050560506770328678 -0.00051867374707296099 -0.0001273860358461857 -0.00044860044474816522 0.00058717946775724349 -0.0011107470100842822 0.00048619203148591781 -0.00064646765896426701 -2.5000353517143593e-05 0.00076141251364297857 -0.00083923616215377493 -0.00010176038251454349 -0.00063662666340352553 0.0007833229360457287 0.001703208608565799 0.00019958603731182683 0.00010152315528747435 -0.00069050845535988819 -0.0013448592631957344 -0.0013126591211790792 0.0007477328703494585 0.00046034377797713323 -0.00020623995028754802 -0.00051112894400420208 -0.00033627701655538608 2.1601762966735345e-05 -0.000342004487115168
leaf_count=602 6730 16146 25273 4023 11489 2734 13763 6512 2628 5162 28688 22253 6880 6134 6287 7367 3561 1242 11258 14785 18043 3609 18540 15300 8863 2239 15315 10589 36728 29188
internal_value=0 -0.135216 -0.140368 -0.241207 -0.0658478 -0.400545 0.0432585 0.0224282 0.0653607 0.0720824 -0.160732 -0.121325 0.0884633 -0.0771743 -0.322712 -0.025807 0.0138883 -0.00702771 0.156028 -0.052273 -0.15325 -0.380961 -0.495249 0.181121 0.0649974 0.274365 -0.0936227 -0.237548 0.0470876 -0.0863322
internal_count=361931 249840 249238 117539 131699 57905 112091 64237 52748 98328 67462 59634 50120 38774 41759 32640 65196 61635 12500 49135 55611 35472 21274 33132 15593 17539 37568 14198 43240 43973
shrinkage=0.00228751


Tree=229
num_leaves=31
num_cat=0
split_feature=545 785 332 395 540 257 194 728 705 194 131 528 803 664 736 1459 959 43 885 846 942 789 1367 751 1097 50 401 729 1292 885
split_gain=1139.49 908.638 633.263 632.418 424.157 267.319 247.553 239.981 237.391 222.109 218.834 196.319 186.682 162.979 157.618 148.568 142.995 146.527 133.508 132.473 132.324 128.455 121.056 117.389 116.194 121.761 116.484 112.247 111.398 113.803
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5271592296785539 -0.49008176997875957 0.28191752204954684 1.0000000180025095e-35 -0.97947116861403372 1.3633726830512116 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 0.43577943106047246 -1.2907225086880219 2.2744972866152193 2.9080136987884808 -0.48273133918595618 2.231519495564001 1.1248358748350926 0.61047007421192445 1.0000000180025095e-35 -1.2571877020351898 1.0000000180025095e-35 1.0000000180025095e-35 0.75637635299260908 1.0000000180025095e-35 6.1053019920877674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 7 13 9 10 -3 23 -1 -6 22 14 21 20 -7 -12 19 -8 -18 -5 27 28 -2 -10 26 -26 -4 29 -9
right_child=1 2 4 12 6 15 18 11 24 -11 16 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00081826906555488232 0.00018623449071396091 -0.00011637204453954497 2.4189553875677563e-05 -0.00010334099400711593 -0.00032197191481513098 -0.00037324700881722874 0.00037431840874470258 -0.00081930379205676031 -0.00023951634620237759 -0.00042530277086843442 -0.0003837341617350565 -0.00012131537065369745 0.00037143940907840341 -0.00046305943497801833 -0.00032407908608992345 -8.3018081046492539e-05 0.00026190267798520937 -0.00059699897241228021 -0.00057357733878641681 2.1579827589056073e-05 0.00048628222853231166 -0.00041658932049909816 -0.0003334216761164163 -0.000273744308513121 3.2954703563257922e-05 0.00070294044108037317 0.00056670335958657351 -0.00023808570278495452 -0.00051176744898800823 0.0016089836706843429
leaf_count=17865 7437 8539 17873 33717 9666 40883 11262 21235 1028 23176 3968 4986 3201 11583 19957 12135 14312 1696 687 34281 1747 7261 7039 3910 3485 6653 3822 14916 13524 87
internal_value=0 -0.0923922 -0.134303 -0.254128 -0.041928 -0.37074 0.0474532 -0.434258 0.244646 -0.51811 -0.00280356 -0.501103 -0.113159 -0.188819 -0.142771 -0.275604 0.0424303 0.067746 0.292702 0.0854476 -0.0637737 -0.131491 -0.556416 0.0353261 0.404059 0.450311 0.279336 -0.0785909 -0.616552 -0.731461
internal_count=361931 267872 241537 114032 127505 94059 75872 55410 26335 41041 63923 46871 58622 51633 55421 53018 54257 50289 11949 48593 35464 40050 41885 11347 14988 13960 7307 32789 34846 21322
shrinkage=0.00109876


Tree=230
num_leaves=31
num_cat=0
split_feature=545 785 263 50 56 938 257 652 471 712 1470 125 728 1097 50 194 202 728 1454 644 21 1436 1430 1218 928 852 1455 1469 755 543
split_gain=1077.97 841.992 610.446 545.361 289.951 272.813 247.974 244.94 237.545 235.002 219.448 202.311 198.039 160.433 162.953 186.956 156.937 153.975 144.792 142.592 134.936 123.121 128.776 114.373 108.792 102.275 99.3751 98.5163 95.9898 94.385
threshold=-1.0372938969678034 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.55024281929118113 1.0000000180025095e-35 -0.63779424894106762 -1.319112866592808 1.0000000180025095e-35 -0.90320472132347296 -1.2571877020351898 1.0000000180025095e-35 1.0000000180025095e-35 0.56345046278266753 1.0000000180025095e-35 -0.2363894608792538 -0.34929633066952553 -0.70163543588998201 1.0000000180025095e-35 1.0000000180025095e-35 1.287322044798781 -0.52992354128753727 -0.22706799479215015 0.40822562400327617 1.0000000180025095e-35 1.8349057301109672 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 9 3 4 10 7 11 23 -4 -2 -3 -1 -7 -11 15 -15 21 25 -8 -12 26 22 -6 27 -10 -9 -20 -5 -13 -23
right_child=1 2 8 5 16 12 18 17 24 13 19 28 -14 14 -16 -17 -18 -19 20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00075691324407272764 -0.00037371884984830267 8.5045376582735776e-05 -0.00011393636692873283 0.00021709209495576783 -0.00049380714190353631 0.00010106612731594334 -0.00038441329145755894 -0.00018893663341608167 0.00035689184638721245 -0.00022266744667716543 -0.00036564083246437952 -0.00031743418684139545 -0.00033124152793779382 -9.6238714976858896e-05 0.00054946298774792069 0.00043431584471477968 -0.00051282635465704654 -0.00031313070523356795 -0.00010891868198945871 -0.00063219006109251216 -0.00027290138650094326 4.444448171313574e-05 -6.3826269766878969e-05 0.00049274236782395424 9.7685173968387816e-05 6.1762230054797745e-05 0.00039411843791729503 -7.2733185399219587e-05 -0.00070506015399110738 -0.00047874616492248523
leaf_count=17931 2514 3328 19681 12213 7500 6009 29965 11885 9518 2095 23027 18041 27892 4933 10597 6196 6677 13714 5280 24421 14812 15118 6222 3491 20444 19118 2961 9308 5069 1971
internal_value=0 -0.0795179 -0.120073 -0.17692 -0.306339 -0.0804684 -0.351717 -0.0102121 0.06887 0.245231 -0.424527 -0.495281 -0.235586 0.30064 0.349018 0.186504 -0.174839 -0.101458 -0.260014 -0.46878 -0.136994 -0.117259 -0.267959 0.145589 0.171382 -0.0283218 0.0778493 0.0892407 -0.36906 -0.00748336
internal_count=361931 267872 241537 191894 88264 103630 94059 69729 49643 26335 50776 41041 33901 23821 21726 11129 37488 44717 53018 47448 23053 30811 13722 25012 29962 31003 8241 21521 23110 17089
shrinkage=0.0010607


Tree=231
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 50 712 595 56 1469 1309 1298 1361 476 21 705 830 1470 1304 746 200 746 1154 740 1430 1298 543 588 921 689 1466
split_gain=1050.01 810.793 605.976 432.952 406.183 288.745 235.965 213.344 199.43 178.501 172.247 225.221 165.221 165.028 161.016 158.278 155.18 154.48 141.195 116.78 111.502 107.015 104.989 104.393 143.141 102.269 101.609 99.7287 95.5457 95.0839
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.95652820086619317 0.29878677988246938 1.0000000180025095e-35 1.0000000180025095e-35 -1.316508667510939 -3.9164670491403295 0.62883063453998334 0.70639586890216266 -1.2718061674828867 -1.2519738572323926 1.0000000180025095e-35 -1.281871280663196 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 1.0525743831388839 -0.4288425582216272 0.67647628514450941
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 9 16 -6 13 11 -7 -10 -3 -5 23 -2 21 22 -19 -21 -4 -15 24 -14 -9 -16 -17 -20 -25
right_child=1 6 17 14 8 10 -8 25 12 -11 -12 -13 15 18 26 27 -18 19 28 20 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00041384985891184295 6.9507296109909091e-05 0.0014067054913121772 -0.00067082542779995312 2.1731974422841311e-05 0.00020528358507575359 -0.0001827126816456021 -0.00063239045155900095 -6.8237469276103251e-05 -0.00031167410223743419 -8.6656532550770062e-05 0.0004629175159380672 0.00039456161405456618 -0.00052438706875638499 -0.00069294334912034907 0.00022219671682359224 9.5121908575862224e-05 -0.00046172579525755741 -0.00050902101707337431 -8.7543328727752347e-05 -0.00033948430211040953 -5.3237716654052886e-05 -0.00033286530421413403 -0.00038982952300854371 -5.4656338074647812e-05 -4.9660924994659748e-05 -0.00052532382902129471 0.00064515365065201304 0.00057449203060121732 -0.00036375034875416425 0.0003578137003355509
leaf_count=3225 3216 199 12020 21301 15358 5918 20323 22323 12817 13914 14167 6249 5975 14425 13171 8408 30632 7813 9378 13736 15956 11721 16711 19176 7358 3155 2910 2461 24985 2930
internal_value=0 -0.168487 -0.105286 -0.0465159 -0.104345 0.214839 -0.340605 -0.241095 -0.00998854 -0.290046 0.276727 0.108656 -0.0645486 -0.341368 0.133485 -0.0126005 -0.364702 -0.294417 -0.349074 -0.213301 -0.156928 -0.441766 -0.4671 -0.0788216 -0.22408 -0.106803 0.273427 0.190434 -0.258271 0.00213821
internal_count=361931 332372 232437 171191 133809 29559 99935 59326 74483 79612 26334 12167 59125 65698 37382 46308 33848 61246 65499 37505 29692 23741 31136 35439 13333 25478 16081 10869 34363 22106
shrinkage=0.00110221


Tree=232
num_leaves=31
num_cat=0
split_feature=545 959 785 652 332 395 550 602 539 566 803 589 647 1430 1168 705 21 846 728 1463 1455 747 50 1461 666 648 784 954 1341 474
split_gain=584.03 429.678 359.065 362.121 265.282 302.68 183.736 175.697 187.6 174.038 171.467 167.146 189.392 155.755 151.172 149.295 130.96 126.686 122.275 100.523 94.8659 85.6115 82.6996 80.6336 80.5248 80.265 88.0059 79.7771 80.3798 79.5072
threshold=-1.0372938969678034 -1.2907225086880219 -0.86283290253235112 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1710320005650359 1.9682860324222273 1.4824100882457953 -0.87782724458594241 1.0000000180025095e-35 -0.28919238636343836 0.28191752204954684 -0.70163543588998201 -0.35591705087833159 -0.49008176997875957 1.3753271246929319 0.14145834482007744 0.34871943973277292 1.0000000180025095e-35 1.7888344948012227 0.45873907618427312 1.0000000180025095e-35 -0.43785067584756471 6.7386682823927426 1.0383730684710419 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 13 15 10 5 18 7 8 -1 14 11 17 -13 -2 21 -3 20 -4 -5 -15 23 -6 -17 -9 -12 -19 -27 28 -20 -10
right_child=1 2 3 4 9 -7 -8 16 29 -11 24 12 -14 19 -16 22 -18 25 27 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0015020037531479015 -0.001048930644174256 0.00010179175386510154 0.00028210310371970705 -0.00010120448263615506 -0.00013676350721562229 -0.00017632929948299813 -5.6908272856771829e-06 -0.00047993684425197148 -0.00051152644888082465 0.00072952302047700176 0.00044091220558802621 0.0017007916519564898 0.00024755565842351438 -0.00046162053743179003 -0.00038631974308605253 0.00047907510494976267 -0.00066651284428624624 -0.00039295746947685907 -0.0011703055548732686 0.00064796976869031006 0.00042386917074846496 0.00027762792841754696 0.0011659453209271293 0.001208869691053642 0.0014663672579639771 0.0004630277859137183 -0.00021394204040321065 0.003717258953557661 -0.00018055821319796822 -0.0014507175498408667
leaf_count=16754 15100 10432 23660 4101 22209 31331 12442 11351 16620 5081 3473 2581 5971 20374 26632 7468 27317 17159 22934 2076 5486 17880 6814 701 2561 7102 10530 65 2338 3388
internal_value=0 -0.0333405 -0.00294396 -0.0326171 -0.0983139 -0.210381 -0.240285 -0.284397 -0.420393 -0.0207552 0.0822829 0.0508048 0.310597 -0.262945 -0.0489526 0.219626 -0.196964 0.0102192 -0.39311 -0.154316 -0.0463824 0.0258596 0.353185 -0.162078 0.394423 -0.070781 0.0270279 -0.459918 -0.468547 -0.285984
internal_count=361931 267872 230322 205608 132571 60769 94059 81617 36762 71802 73037 67003 8552 37550 66721 24714 44855 58451 29438 22450 17538 40089 14282 12052 6034 34791 17632 25337 25272 20008
shrinkage=0.00226966


Tree=233
num_leaves=31
num_cat=0
split_feature=785 728 1100 263 50 712 56 595 476 1470 150 529 921 1237 470 533 723 784 789 638 497 938 816 723 652 852 389 485 21 21
split_gain=1114.09 860.72 629.238 527.309 480.016 310.716 277.335 228.056 219.069 194.937 183.856 173.93 171.841 166.082 156.038 236.38 152.453 150.704 149.518 135.92 131.36 129.216 116.317 116.076 112.08 109.945 102.982 101.121 93.9212 92.3986
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -1.0099296266851885 -1.2126727935954851 -0.572229863602436 1.0000000180025095e-35 1.0525743831388839 1.4298092310842805 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.1248358748350926 -1.9689564536147179 1.7001250133015622 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98896428961744431 -0.22706799479215015 0.87707395870045979 1.2123738113654425 -2.7818205974049124 -3.9164670491403295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 9 11 -6 -2 -5 19 16 14 15 -7 27 -14 20 -3 -12 25 29 -22 -8 -18 -11 -10 -4 -21
right_child=1 7 28 10 8 13 24 -9 12 26 18 -13 17 -15 -16 -17 21 -19 -20 22 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00037083082147248281 -1.3460997344135765e-05 0.00092617248356761754 0.0011628436240646875 -7.4160344520310997e-05 -0.00019406471253692267 -7.9068820681629218e-05 0.00015870003926394605 -0.00054920360413455126 8.7779036976843165e-05 -0.000497286296333793 0.00017407750491587028 -0.00042163061548801427 9.4561373683243994e-05 -0.00026175616621200155 0.00044905550862219353 0.00042571885883935386 -0.00016427121316153564 0.00059358594079900152 -0.00011683935209093766 0.0014276436149559739 -8.6626857574756698e-05 -0.00022427918293117631 -0.00010793526037661446 0.00063045149345541322 -0.00016922272037428948 8.623098252130583e-05 -0.00021570018465751826 0.00054990151696703775 -0.00040121648128681073 -0.00031466832968749989
leaf_count=3225 4998 317 119 13813 25195 6505 4313 20323 10585 28168 20041 28774 6686 1892 12302 5635 9614 2723 4592 85 906 14075 19537 3786 26288 16796 6881 1884 30974 30899
internal_value=0 -0.17624 -0.111128 -0.0732898 -0.13162 0.217857 -0.267563 -0.352847 -0.0362365 -0.397106 0.112582 -0.303327 0.0232938 0.282027 0.323409 0.169679 -0.0214748 0.261827 0.19541 -0.22988 0.253233 -0.0801728 -0.240142 0.530738 -0.127308 -0.000926404 -0.461272 0.170219 -0.415206 -0.325264
internal_count=361931 332372 232437 201344 158206 29559 70648 99935 87558 40047 43138 79612 62363 26334 24442 12140 52954 9409 29325 50838 24733 40485 50521 4692 30601 26410 35049 12469 31093 30984
shrinkage=0.000944851


Tree=234
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 50 727 56 595 852 1309 1469 21 705 1470 1304 706 746 896 547 200 1022 1085 746 1154 516 928 740 921 588 689
split_gain=1085.41 841.624 612.093 431.052 410.035 306.654 241.525 233.276 203.05 183.4 181.146 167.732 167.161 165.567 161.305 146.182 141.77 132.298 122.949 121.015 119.309 137.805 114.336 107.41 104.569 102.453 102.282 99.572 95.8631 94.5813
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 0.29878677988246938 -0.95652820086619317 -3.9164670491403295 0.62883063453998334 -1.2718061674828867 -1.2519738572323926 0.62672487627420737 1.0000000180025095e-35 -0.28794826445342053 1.4078093546699517 -1.281871280663196 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.52992354128753727 1.0000000180025095e-35 1.0525743831388839 2.250834115212506 -0.4288425582216272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 15 13 9 10 11 -6 -3 -5 -2 23 -1 26 25 20 -16 21 -7 -21 -4 -8 -12 -13 -10 -14 -18
right_child=1 7 14 12 8 18 24 -9 27 -11 17 16 28 -15 19 -17 29 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00032699897639975142 6.5198788604580693e-05 0.0015176589058895215 -0.00074814660187903965 1.8644845856833855e-06 0.00016077538931888032 -8.6668388520713452e-06 -0.00032259435156127027 -0.00070533706750825365 0.00014184677198435865 -0.00011473722901907299 0.00019258116911447242 -0.00077051706297288566 0.00022712340870876201 -0.00052851721349383572 -0.00057281839341729809 0.00017943988894580866 -0.00012094336470623132 -0.00026757639956490195 -0.00033126067013242893 -0.00038562603462747783 0.00068485898434104064 0.00061104013060435966 -7.223037663658999e-05 -0.00038307142746637726 -6.3091139091656591e-06 -0.00013440536090128567 -0.00044831801180459448 0.00067347885984621358 0.00067230700537582416 -0.00041766528743621373
leaf_count=5567 3216 199 12020 21301 13153 3952 10960 20323 7944 13914 8044 14425 13171 30632 7813 6984 9378 26980 1040 13736 8458 3558 15956 11721 14518 16015 16711 2347 2910 24985
internal_value=0 -0.185444 -0.121155 -0.0621986 -0.119648 0.203565 -0.256347 -0.359723 -0.0249864 -0.309657 -0.0681866 -0.361276 0.117143 -0.386682 -0.310351 -0.0261218 -0.368958 -0.124147 0.371931 -0.227626 0.413335 0.239361 -0.170292 -0.459914 -0.113413 -0.0180682 -0.48629 0.226063 0.259623 -0.278303
internal_count=361931 332372 232437 171191 133809 29559 59326 99935 74483 79612 64192 65698 37382 33848 61246 12551 65499 51039 17008 37505 15968 7510 29692 23741 25478 24059 31136 10291 16081 34363
shrinkage=0.00119569


Tree=235
num_leaves=31
num_cat=0
split_feature=1307 65 785 728 784 921 1022 1016 795 608 464 902 519 664 727 730 1406 1154 723 1091 1469 1469 1290 62 859 727 795 1467 578 602
split_gain=584.091 484 389.846 392.442 304.785 215.558 215.304 259.319 176.316 155.898 180.967 154.291 143.688 140.899 140.537 140.293 130.832 121.09 116.497 115.891 111.49 111.282 107.937 106.734 98.3979 93.4832 92.9136 97.4963 89.7238 91.773
threshold=1.6294210021612947 0.77605621623814935 -0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.4436453420943347 2.1420547332082829 1.0000000180025095e-35 -0.682906484622256 -0.33215574005720661 -0.87421144467313672 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2083100587446829 -1.0234077568651669 1.0000000180025095e-35 1.0000000180025095e-35 -0.54135187694831066 -1.5722412400100421 1.0000000180025095e-35 2.6212945108504591 -0.87905496296652397 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 6 15 7 21 12 10 -3 17 24 20 -1 -6 -13 19 -14 -2 -5 -4 23 -11 -8 -7 27 -9 -16 -30
right_child=11 9 3 13 5 25 8 26 -10 22 -12 16 18 -15 28 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00057565076843815472 -0.0013930970846055225 -0.00112259834083859 1.7047690764930537e-05 0.00048233422416638723 5.0997690761883931e-05 -0.00017443031289842207 0.0004469831361309375 6.0454865220599554e-05 -0.00025066107815718949 -0.0003353151460151418 -0.00038581828906024878 0.0051047769595476558 -0.00031793283319902642 -0.00094839659071697697 0.0013443205198447371 0.00084228602059000001 -0.0001676325517213024 -0.00047819516487067923 0.0010466085282832178 -0.00067574313438608464 -0.00037154865632044247 -0.00080198210255004725 -0.00062770259860738984 0.00024729819995833392 -8.6925111580948154e-06 0.0013556480967648391 -0.00048601038992514311 0.001551453583535273 0.00022643185989176568 0.00086333814178801292
leaf_count=2039 13386 18254 4285 3435 17964 872 12496 22334 19869 17813 17229 127 1411 11273 2753 5587 284 22464 5420 12831 47888 21701 12569 10056 28851 4888 6542 807 8831 7672
internal_value=0 -0.0500798 -0.00627367 -0.0343963 0.0174949 0.198788 -0.0280378 -0.128912 0.0442883 -0.207291 -0.32662 -0.322475 0.108523 -0.187335 0.245936 0.110073 0.977641 -0.335862 0.361197 -0.455156 -0.142228 -0.299301 -0.121987 -0.0496312 0.0621288 0.526618 -0.00541195 0.0541421 0.295815 0.240547
internal_count=361931 312839 236918 215623 153027 29311 123716 55669 68047 75921 35483 49092 48178 62596 21295 23551 411 48681 6831 26217 51323 25986 40438 27869 41347 5760 29683 23141 19256 16503
shrinkage=0.00217184


Tree=236
num_leaves=31
num_cat=0
split_feature=479 43 869 1442 1030 800 728 1450 50 746 1445 1361 1436 1430 789 1457 1436 1458 667 1464 1296 1453 21 1361 1469 1469 901 872 815 644
split_gain=565.191 465.968 380.568 253.583 222.384 176.767 171.998 143.78 125.843 122.271 120.634 117.927 132.763 109.077 104.623 100.561 97.9705 97.4793 95.5874 95.3608 93.2927 87.0286 85.8602 85.2194 84.0256 83.5242 82.0603 79.9613 75.1468 73.1732
threshold=1.6834386678921571 1.0000000180025095e-35 1.0000000180025095e-35 -1.2625182715263061 1.0000000180025095e-35 -0.57812715656594349 1.0000000180025095e-35 -0.35262914890079794 1.0000000180025095e-35 0.66766320980544069 1.6380901172106308 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.2180895490156352 1.0000000180025095e-35 0.70333210766501042 1.473346372007182 1.1888330894775201 1.0000000180025095e-35 1.2041679343814773 -3.9164670491403295 1.0000000180025095e-35 -1.2987941639197651 -1.3263328046252252 -0.58590812868300013 0.85297537480346686 1.0000000180025095e-35 -0.34929633066952553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 13 9 17 25 11 -1 12 24 16 -11 -6 -5 27 22 26 21 -10 -2 28 -4 -3 -9 -7 -24 -28
right_child=18 8 6 4 15 7 -8 19 20 14 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.000144499397217539 0.0033099065300462591 0.0013696473862027511 0.000513736132526382 -0.00016786849691899112 -0.00039429596062291711 -0.0002687539308174356 -0.00076552930629370127 0.00058792494219572875 -0.00063397275862325905 0.00055606089111845457 -0.00093510264406822111 -7.9864703182656248e-05 -0.00020441031596432759 0.00098455581282886478 -0.00070131486269127147 0.00075346597959013593 0.00071987368212571333 0.00061651669839398121 -0.0015721841633657479 0.0010116352529479433 0.00016334072168153589 0.00045086783119393224 -0.0016243686797687785 -0.00051901440940673468 -0.001269804480011127 -0.00093570062967817985 0.00037268787942194414 0.00038897715641970313 -0.0007608733246622215 -0.00017398918999876216
leaf_count=22689 113 438 761 6201 22563 29839 25139 15163 24141 8420 9121 25187 10263 13028 2349 2346 7264 4982 7084 5348 7433 2379 8447 20949 10661 27364 13721 5989 8893 13656
internal_value=0 -0.0486223 -0.0112094 0.042087 0.0772175 0.112882 -0.133233 0.0686994 -0.224046 -0.0735308 -0.135141 -0.123493 -0.247342 0.253468 0.114758 -0.106227 0.126425 -0.020599 -0.33076 0.143058 -0.138868 -0.202548 -0.286775 -0.294849 -0.426505 -0.342426 0.110384 -0.0589547 -0.427782 0.0427732
internal_count=361931 316445 254690 171910 140100 115191 82780 88698 61755 57641 31810 46872 21685 26493 10769 24909 13465 40810 45486 47888 33953 26520 38402 38289 11422 27802 42540 35828 17340 27377
shrinkage=0.00259342


Tree=237
num_leaves=31
num_cat=0
split_feature=612 253 1459 733 785 1442 803 470 120 1469 1470 21 1085 1168 395 56 395 1457 1464 664 1470 1430 497 869 21 1160 1436 727 1461 1378
split_gain=548.466 475.015 280.715 249.976 226.522 217.939 188.814 174.106 168.302 149.466 141.144 130.399 126.347 122.468 116.747 109.869 134.458 108.082 106.578 106.813 100.358 99.6484 99.3471 91.2313 87.1961 85.6417 85.1008 84.1168 80.7363 80.116
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.73871680408646412 1.0000000180025095e-35 -0.86283290253235112 -0.962738934255707 1.9682860324222273 1.0000000180025095e-35 1.0077541972150732 -1.0234077568651669 0.22229707940546359 -3.2545899522946695 1.0000000180025095e-35 1.4187720419083558 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4243986620127258 1.5430059779684882 1.0000000180025095e-35 -1.1890194440405242 1.0000000180025095e-35 1.9703080013679652 -0.57653763495970078 1.189441983669046 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2827216037929685 0.29079056963915867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 27 21 8 12 9 10 -6 -11 26 15 24 16 20 -4 19 22 -13 -3 -9 -17 -2 -22 -7 -1 -23 -16
right_child=14 5 17 -5 6 7 -8 18 -10 11 -12 13 -14 -15 29 23 -18 -19 -20 -21 25 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00017848868766721617 -0.0011718450582266806 -0.0011237510720278605 0.00031559546228831164 -0.00047319005477854391 0.0010839886457546725 -0.0012552821440060258 0.00074158041327477653 -6.1033352735965609e-05 -0.00052147241569220953 0.0039264904595758942 0.00011001611858638698 0.00046006844083377449 -0.00023143783599947917 -0.00076271004056159965 -0.00062851326988923751 0.0005444112926786262 6.6310150680874034e-06 0.0010438964004070759 0.00092510452706062772 -0.00066034472841926283 -0.0012168695601657868 -0.00059569359739218065 0.00085318031350568402 2.7603409395858449e-06 -2.6379884431891645e-05 -0.00037378413329851627 -0.00048089464329582855 0.00092311996474854637 0.00091997931255543999 0.00018877215026073617
leaf_count=5482 20126 14631 25573 32405 4678 9652 6347 26289 19382 140 10378 1840 19085 7128 19977 8184 18203 5374 2456 7349 8506 21243 2705 35792 1968 6350 8232 8101 932 3423
internal_value=0 -0.0439922 0.0140364 -0.0199635 0.0153478 -0.160791 -0.0131954 -0.0986162 -0.0328549 -0.000512591 0.182325 -0.03511 -0.215022 -0.0389769 -0.311737 -0.0172152 -0.111448 0.190369 -0.00779174 -0.0366388 -0.270477 -0.311473 0.0143338 0.0461088 -0.44281 -0.340202 -0.364579 0.257107 -0.222175 -0.208027
internal_count=361931 316437 203863 172916 140511 112574 126928 75768 120581 101199 15056 86143 36969 86003 45494 78875 34899 30947 38799 36343 16696 36806 28994 43976 22094 14856 17884 13583 22175 23400
shrinkage=0.00236231


Tree=238
num_leaves=31
num_cat=0
split_feature=481 1081 1423 962 56 257 1469 1022 1223 1470 799 1469 545 1356 1030 705 869 62 710 951 1455 1465 1450 1459 50 1458 388 150 705 50
split_gain=520.549 369.169 243.011 196.49 192.037 236.931 175.733 157.642 148.266 146.632 126.831 126.098 123.469 112.453 105.785 100.225 98.5665 88.4473 87.5022 85.8882 80.0398 79.7138 79.1443 79.1058 76.5273 75.4806 74.2695 71.6267 71.3923 71.1914
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6648469626718658 1.0000000180025095e-35 1.0000000180025095e-35 0.39286519370133877 1.0000000180025095e-35 1.0000000180025095e-35 0.34450605210609392 -0.58454210970522613 -1.1256941366283033 -1.0372938969678034 1.1703909184639636 0.99422031274767553 0.85154028700297968 -0.57653763495970078 -0.97978507835213413 2.3971962946690604 0.4454315257619969 4.5659274046199947 0.37973282798721492 -0.49083279118224338 0.71505107648705846 0.55630078546380823 2.8238293063641735 1.0000000180025095e-35 -0.74500612766980001 0.76588272836336568 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 17 9 8 -3 11 28 -2 -9 19 22 -14 -12 -1 20 -13 27 -7 -8 -18 -10 -19 -4 -11 -6 -29
right_child=6 3 26 -5 10 21 14 12 24 18 16 13 15 -15 -16 -17 23 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0015616500937800982 0.001118224632767281 -0.0012649817967611858 -0.00045632580835577283 -0.0012545229709913207 0.00035498408417718045 -0.00013675060404710402 -0.00043706092518864387 -0.00075526039432877721 -0.00071275179386947446 -0.00075150310908559238 0.0004760264571781649 1.3094744670752754e-05 -0.00027505445215091523 0.00097988795213971281 -0.0012250903783155205 0.00049354046170477315 -0.00020289537218264308 -0.00065340358836081221 0.0019304389275324723 0.0005935641529170759 0.0032970258650465512 0.00060919172232460164 0.00012877082122250661 0.0004334817113285824 8.1093319593952828e-05 0.0020709680740130481 -0.0010964190221327851 -0.00036038535928532801 0.0012666228090576809 0.00022942913642015622
leaf_count=5789 6284 17574 23077 18931 7662 20416 13540 14304 15530 4716 10857 23297 20228 6074 3486 6509 37205 21286 615 10798 189 5543 16484 6717 5256 317 10019 10387 3534 15307
internal_value=0 -0.128097 -0.063525 -0.238319 -0.020875 -0.124165 0.0439989 -0.194364 -0.303943 0.0961702 0.0498838 0.167141 -0.10514 0.123593 -0.0827068 -0.0274328 0.00770008 -0.288205 -0.0135494 0.0765058 -0.0295528 0.0110474 -0.0465981 -0.0372864 -0.184544 -0.226889 -0.237726 -0.0382651 0.242701 0.00252054
internal_count=361931 250754 152422 98332 119326 53351 111177 79401 38360 77667 65975 46453 41041 40169 33510 26737 54779 27392 31214 34095 30599 25959 30024 43922 20786 21603 33096 30410 11196 25694
shrinkage=0.00266007


Tree=239
num_leaves=31
num_cat=0
split_feature=957 1362 1147 667 1454 21 125 846 785 1024 1470 513 343 1455 56 872 733 816 539 50 901 50 852 338 712 671 1022 1292 1469 120
split_gain=505.924 445.747 266.466 245.104 236.091 174.658 161.263 161.252 141.77 134.698 129.956 109.886 106.259 101.235 94.1514 92.8248 92.7923 91.8986 89.8796 92.8838 89.195 89.1869 87.1248 86.7343 85.4652 83.8223 82.2083 108.382 94.7989 81.4473
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.2363894608792538 -1.0798509198017876 0.58518330826110332 -0.35591705087833159 -0.86283290253235112 -0.55949530861756192 -1.1417127449306028 1.0454229551509682 1.0000000180025095e-35 0.46304910557563933 1.0000000180025095e-35 3.0757328524286596 2.3938204998800492 2.9000507500104784 0.6695026854463163 1.0000000180025095e-35 -1.4477697651079982 0.55630078546380823 1.0000000180025095e-35 -0.67742393113063393 -1.5590971551374573 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0077541972150732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 7 13 10 15 24 17 -3 23 25 -6 -9 26 20 22 19 -11 -4 29 -10 -5 -7 -2 27 28 -1 -12
right_child=12 3 16 11 5 8 -8 14 9 18 21 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016478221613563753 -0.0011887265157080828 0.00039866387452499387 0.0015642664659793937 -0.0011290946712688135 0.00059955206921699286 -0.0010532255869775281 0.00024107071299920213 -0.00055349497928500104 0.0003128976631075293 -0.00044723706991809357 -0.00042255777435626276 1.9172101842524609e-05 -0.00025858944484857176 0.0019661209771984932 -6.3240354389206523e-05 0.002005627300517788 -0.0010338548983971998 -0.0008983540082749355 0.00044349499377556093 0.00011448270342047137 -0.00030042771096138002 -4.6184657026206421e-05 0.00096220697622152035 -0.0005865599345989906 0.0010618864572769489 -0.00062592843375279474 0.00037377290189967655 0.00021418348570614848 -0.00083068326193331036 -0.001048091032892036
leaf_count=391 18196 6037 629 17757 3305 537 17132 20491 12320 14853 31476 5001 10190 2316 22959 606 6025 1037 8894 18364 30571 13123 7940 22676 6748 17942 19186 9863 6832 8534
internal_value=0 -0.0380022 0.0223557 -0.144196 0.0575842 0.13727 -0.0728237 -0.023033 0.110044 0.078455 -0.130034 -0.28046 -0.293489 0.484368 -0.110819 0.0775144 -0.148231 0.203601 0.00807654 -0.0454675 -0.103009 -0.166044 0.233028 -0.32447 0.371913 -0.358013 0.062674 -0.0484132 -0.264898 -0.220967
internal_count=361931 315603 193867 121736 156642 76314 76302 80328 70693 63408 59170 45434 46328 5621 43450 36878 37225 21297 42111 33217 31200 53133 20260 40433 7285 36138 36272 17086 7223 40010
shrinkage=0.00246984


Tree=240
num_leaves=31
num_cat=0
split_feature=134 616 1028 705 1447 1436 1430 1453 1361 1229 1430 664 792 758 21 789 539 662 930 984 659 878 953 1458 795 1375 1392 269 1455 136
split_gain=495.019 410.318 386.798 276.859 227.688 236.73 403.425 164.218 129.187 130.816 124.257 118.527 113.16 113.804 110.806 105.834 104.886 103.788 103.141 100.1 98.9516 98.1589 93.2334 94.5277 88.2533 87.7079 89.8726 86.7238 76.8587 75.2319
threshold=1.6445699455742113 0.57091520978742472 -1.271019091203941 1.215584911221339 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0270461581008248 1.0000000180025095e-35 1.0000000180025095e-35 0.54622893720785959 2.3848607387285203 1.0000000180025095e-35 0.9327048103557759 -0.70163543588998201 1.1248358748350926 1.0000000180025095e-35 -0.58271687606615485 1.0000000180025095e-35 -0.49008496024109932 0.62821384419828064 1.0000000180025095e-35 1.0000000180025095e-35 1.7240176626431569 -0.29258408639884992 1.0000000180025095e-35 3.1172922039692916 -0.67312717757827156 0.75934798726561159 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 22 8 9 -1 25 12 27 17 28 19 21 -14 -15 -6 24 -2 23 -4 -5 26 -3 -7 -10 -8
right_child=16 10 3 20 15 11 29 -9 14 -11 -12 -13 13 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016508980423577968 -0.0015166617076924659 -0.00054152903061758086 -0.0010640107150226919 0.0011411106493291149 0.00070836635339973633 -0.00014320919815957267 -0.00013690097439178654 0.00038589882321702251 -0.00011201495623665667 -0.0005864412746279657 -9.0439217556841566e-05 -0.0010238965187484377 0.00032723710736140294 0.001244789753855446 -0.00057389215187330473 -0.00030626633238500919 -0.00047548665081579726 -0.00030641814769249059 2.3358085960721874e-05 0.00020884725654276456 -6.6823079725417776e-05 -0.00070097618104023117 -0.00031971631494070942 0.00065995568686958805 0.00041937398097075218 -0.0010696893988261377 0.0032202657253802593 0.00050271091347762998 0.0010926598527118065 0.00037596078957664468
leaf_count=8321 11814 21090 23828 8578 15260 7654 21047 6117 8503 10674 11743 2990 8247 2864 21065 5733 23759 27714 3996 25992 4218 12495 7514 976 8015 15399 149 23356 1767 11053
internal_value=0 -0.0354758 -0.00484037 0.03275 0.00708426 -0.0366692 -0.135606 -0.176278 -0.222037 -0.390514 -0.227989 0.0377483 0.0520324 -0.0154634 -0.14122 0.125178 -0.290972 -0.0623381 0.218761 0.160836 0.25188 -0.416074 -0.322378 -0.399161 0.320614 -0.295965 -0.205138 0.146282 0.0485259 0.0208843
internal_count=361931 313863 265482 209035 188224 141239 64418 56447 50330 18995 48381 76821 73831 42821 31335 46985 48068 35961 6860 41252 20811 24309 32318 24804 16593 36638 21239 31010 10270 32100
shrinkage=0.00247055


Tree=241
num_leaves=31
num_cat=0
split_feature=1445 728 652 576 813 1458 1030 982 913 50 194 664 391 1154 1367 785 846 609 1436 852 1430 797 125 519 21 705 21 885 933 426
split_gain=469.553 426.674 298.645 267.32 232.44 178.319 165.128 154.075 144.636 143.319 143.226 138.669 136.582 128.29 141.279 126.673 107.622 104.524 110.479 100.439 95.9454 90.2926 86.6604 84.2592 75.5857 74.0684 73.5746 71.9828 71.8623 70.9055
threshold=1.6380901172106308 1.0000000180025095e-35 -0.98896428961744431 -0.64782611375555454 0.44561103650162237 0.20667703603638712 0.99422031274767553 3.0854258727671673 -1.4316127434294659 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.59417419860780807 -0.93177752141597858 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 0.63961785378869596 0.58518330826110332 2.1420547332082829 -3.2545899522946695 0.53032444210442742 -0.70163543588998201 6.7447596507476248 0.68806224955729689 -0.98634005423023396
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 12 11 6 9 13 -9 10 24 16 -4 14 -2 -11 -3 -6 20 23 -19 25 -18 -17 -5 -1 -7 -26 -25 -12
right_child=7 4 3 5 17 26 -8 8 -10 15 29 -13 -14 -15 -16 19 22 18 -20 -21 -22 -23 -24 28 27 -27 -28 -29 -30 -31
leaf_value=0.00035905629308085685 -0.0015486486063497405 -6.589224145418004e-05 -0.0001417769700931175 0.0063179059535759946 -0.00055216558197157485 0.00068561865992612496 -0.00066617481155058006 0.0050669576970118922 -7.5049248701700526e-06 0.0010146584867837122 -0.00090633612096348531 -0.0011170363570830735 -0.00068048789907854091 -0.00042782724531324642 -0.00064555221857671822 -4.4494677897560912e-05 -0.00075022453926814378 -0.00077898849943515295 0.00057707046096476186 0.00065787089688932677 0.00030717184192151608 -0.00015262707591573124 -0.00016138679737009206 0.00116223891954935 -0.00064331652674969877 0.0008977567902871043 0.00021559913340213308 0.0042499044627660265 -0.00061555123353889936 0.00010168868144916785
leaf_count=13357 12305 14856 30439 29 6510 11409 10847 187 487 4157 2075 13989 22734 22383 13197 34699 31250 4753 9294 6444 4220 4419 8589 2178 17697 11041 26560 63 616 21147
internal_value=0 -0.0328343 0.0143292 -0.0161644 -0.163574 0.0297847 -0.016842 -0.279502 0.760083 0.0103084 -0.0842167 -0.236859 -0.148685 -0.296565 -0.423458 0.0820744 -0.189769 0.0093244 0.08928 0.0511142 -0.0892585 0.206922 -0.251836 0.0102006 -0.249476 0.254942 0.147104 -0.257354 0.325375 0.0108367
internal_count=361931 313372 219911 191094 93461 137921 99952 48559 674 89105 41011 68684 53173 47885 25502 48094 54695 24777 18267 43937 8973 28817 39839 37493 17789 24398 37969 17760 2794 23222
shrinkage=0.00240004


Tree=242
num_leaves=31
num_cat=0
split_feature=198 51 43 1454 21 1022 1361 785 1080 885 1469 1436 50 181 1465 409 194 667 1455 1461 1469 1290 795 1442 1464 941 1445 1454 1466 1467
split_gain=463.653 391.735 333.548 255.344 205.457 186.606 245.952 179.982 158.67 150.037 127.911 154.277 123.383 122.106 117.846 112.748 112.378 111.321 103.917 146.603 100.815 99.5792 97.8798 92.6756 79.2341 77.0368 74.9024 74.2045 92.0734 79.6282
threshold=1.0000000180025095e-35 1.0111847875080273 1.0000000180025095e-35 -0.2363894608792538 -1.0798509198017876 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.323361361534652 1.0000000180025095e-35 -1.2673214316849539 1.0000000180025095e-35 0.55630078546380823 2.2660174815480416 4.1805237560306479 2.2294551496329555 0.58307762070518543 1.0000000180025095e-35 0.46304910557563933 1.6859053074631882 -0.31527128158191414 1.8124611990991408 -0.29258408639884992 -1.2625182715263061 1.1888330894775201 1.0000000180025095e-35 1.6380901172106308 0.10128998396582999 1.2338320192623506 1.4788072840855835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 18 6 10 -6 14 -7 -1 -12 16 20 15 21 -2 26 19 -5 -4 23 -11 -9 -25 -10 -3 28 29 -20
right_child=12 17 13 4 7 9 -8 8 25 22 11 -13 -14 -15 -16 -17 -18 -19 27 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00074943804831773561 -0.00089069121057336223 -0.00021840617428425539 1.2484008236235617e-05 0.0001461354698899502 0.00076026300602999937 -0.00017560583772834154 -1.920501984865354e-05 -0.00033157230118963544 0.00019282646811161742 0.00057517719514351535 -0.0010327908620722252 -8.0348268713101301e-05 -0.00014407699789580094 -0.00085070670429923927 0.0013292168739413104 -0.00075091134885265525 -0.00024522980293130751 -0.00081017275034154341 0.0021320987323964475 0.0024176354321224177 -0.00045940786848558851 -0.00066911483220392985 7.9692050504312953e-05 9.012675112888214e-05 0.00054876150097893481 0.00096209621690362403 -0.00093492180489968067 0.00096314823961248864 -0.0020145404658264924 0.0050318284785349342
leaf_count=1141 29989 26062 19509 4050 9139 25706 29341 10079 4459 13354 17877 5399 10487 10512 1200 4575 7827 17517 968 611 23670 3840 17819 46117 8610 5439 4539 1780 98 217
internal_value=0 -0.0291628 0.00123552 0.0364505 0.109952 -0.0353865 -0.131785 0.0835738 0.0527484 0.0437645 -0.313119 -0.356884 -0.268145 -0.159411 0.018471 0.00689084 -0.334377 -0.217331 0.435809 0.229076 -0.109235 0.0258988 0.133819 0.0445787 0.0756399 0.286522 -0.140998 0.716621 1.07053 1.20947
internal_count=361931 313628 265510 211819 101182 110637 53758 93458 84319 56879 24417 23276 48303 53691 74421 73221 37816 48118 7724 4661 43179 68646 31173 64806 54727 9898 30601 3063 1283 1185
shrinkage=0.00218706


Tree=243
num_leaves=31
num_cat=0
split_feature=785 728 617 125 50 728 1148 871 319 1470 1362 804 470 1466 1160 1361 852 402 50 519 723 21 1367 644 1469 1361 588 1368 205 21
split_gain=868.056 730.301 489.485 373.237 392.655 250.319 236.706 197.77 191.383 189.359 166.321 156.803 156.24 153.163 148.8 182.414 140.894 133.37 123.153 121.504 133.631 110.326 101.095 97.8242 97.4803 108.84 93.0013 92.4272 89.792 89.6188
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.85514867284464147 1.0000000180025095e-35 1.0000000180025095e-35 -1.2599794927054064 1.0087403405179345 1.3537602816678871 1.0000000180025095e-35 0.74365544056729793 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.55630078546380823 2.1420547332082829 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 -0.34929633066952553 -1.0116054822771126 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 9 -1 7 10 12 -2 19 -8 18 16 15 -7 -6 -14 -3 22 -21 -11 24 -23 -5 -26 -22 -24 -18 -16
right_child=1 8 -4 6 13 14 11 -9 -10 21 -12 -13 17 -15 29 -17 28 -19 -20 20 26 23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00040598197486183305 9.8791378678096811e-05 -0.00056165347609478313 -0.00044700124631386409 0.00018712752243429617 -0.00031147932479461978 -0.00016708631226744963 0.00015969723281973098 -0.00028675797959742228 -0.00063818145153039037 0.0022459048832251948 -0.00027567966830576606 0.00077325843989843536 -0.0003343871273980595 0.00025704084265854325 0.00026264160458612095 0.00039166605647499079 -0.00013144630000290545 -3.1077756460626826e-05 -0.00021248720794796641 -0.00026861136049622996 0.00029512747777170605 -0.00034673083142436193 -2.332169478492874e-05 -0.00063694288715766508 -0.00044200771623797985 -5.0561682563420809e-05 0.00091363799559923036 0.00022168233895262913 0.00016324766836608174 0.00064377064151474497
leaf_count=3396 3973 28908 30424 4462 16047 6104 18466 17664 20386 68 10957 2392 27172 7095 5855 6539 15889 13881 9588 1814 5203 16552 18738 18959 7425 10448 1561 14885 9415 7665
internal_value=0 -0.154658 -0.0944646 -0.0617464 -0.169359 0.196262 0.0101707 -0.0337885 -0.319502 -0.345562 0.00749442 0.19644 -0.273547 -0.0540107 0.256383 0.105624 -0.102977 -0.186195 -0.384137 0.0435636 0.251445 -0.403477 0.00896448 -0.410689 -0.0972697 -0.166891 0.368167 0.0746728 -0.0116086 0.397245
internal_count=361931 332372 232437 202013 87998 29559 114015 93157 99935 39552 75493 20858 79549 48446 26163 12643 41351 41053 38496 64536 8578 35579 55958 35511 22335 17873 6764 33623 25304 13520
shrinkage=0.00120175


Tree=244
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 50 727 56 595 784 1470 529 921 705 1304 1469 706 638 21 200 561 21 1238 746 516 1154 588 1466 1449 1193 927
split_gain=867.24 696.68 524.025 356.311 359.858 257.347 207.27 203.228 175.638 158.666 157.907 153.283 150.447 142.641 135.483 129.38 122.491 110.622 109.775 108.931 103.801 109.012 99.1656 97.2097 97.195 95.2318 87.3487 86.6779 84.8541 83.7979
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 -1.2718061674828867 1.0000000180025095e-35 1.0525743831388839 0.63739639040394469 -1.2519738572323926 -0.99193502463035566 0.62672487627420737 -1.9689564536147179 1.0000000180025095e-35 -1.281871280663196 0.55894040826437752 -3.9164670491403295 -0.6968354641114346 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 0.67647628514450941 2.0362904676775377 4.2386806022684906 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 15 9 10 14 -2 16 -10 -5 24 -6 -1 -3 -7 -15 26 -18 -22 -20 -8 -4 -14 -16 -12 -9 -17
right_child=1 7 13 12 8 17 23 28 11 -11 27 -13 25 18 19 29 20 -19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00031816773633921433 0.00011194015565119473 0.001215944035887752 -0.00073600580288371944 1.6161294980917375e-05 0.00017150763381259146 0.00020592060299493324 -0.00030956333433735506 -0.00070290668302403641 9.9931759636900951e-05 -0.00051177047449500214 -0.00055098914985163023 0.00071376394655589808 0.00023982569550411016 -0.00055784680367984519 -0.00011419474455333293 9.2360089042913725e-05 0.0018861626985388973 0.00061236509905950552 -0.00036191371099315845 -0.00035010307560137102 -0.00013652130603687246 -0.00039456827878510604 -4.8451388567076153e-05 1.7067071978847803e-05 -0.00036046828889581072 0.00071549177747796445 0.00024542608435763099 0.00026149216752526492 0.0012204352221496676 0.00089557757371324623
leaf_count=5567 3216 317 12020 21456 11437 6893 10960 20167 11543 30632 27732 3031 13044 7813 31266 6164 113 10115 13736 12243 22483 27925 15956 14518 11721 2882 4963 1042 156 820
internal_value=0 -0.155016 -0.0963343 -0.04164 -0.0944257 0.195508 -0.224128 -0.316095 -0.00553374 -0.34709 -0.269202 0.186256 0.121842 -0.273683 -0.0549832 -0.0157129 -0.1988 0.351591 -0.195433 -0.103454 -0.208666 -0.214422 -0.140614 -0.0913212 -0.416837 0.258633 -0.0494075 -0.407436 -0.536301 0.150636
internal_count=361931 332372 232437 171191 133809 29559 59326 99935 74483 33848 79612 14574 37382 61246 59909 12551 50838 17008 37505 48472 50521 50408 29692 25478 23741 15926 36229 28774 20323 6984
shrinkage=0.00127173


Tree=245
num_leaves=31
num_cat=0
split_feature=785 728 1100 181 852 727 872 1022 1430 595 529 677 878 804 476 706 1469 1436 638 1298 1430 21 470 1238 1458 395 804 526 789 21
split_gain=1025.03 802.895 567.483 462.776 337.834 270.262 270.052 218.41 215.697 212.646 160.577 159.031 160.937 144.06 139.501 130.68 125.009 121.033 119.771 109.2 144.218 109.043 107.457 106.812 97.0384 92.5718 92.2778 91.5816 90.7409 88.8678
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.45538871002063286 -1.316508667510939 0.62672487627420737 -1.2791237062730081 1.0000000180025095e-35 -1.9689564536147179 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 1.0000000180025095e-35 -0.6968354641114346 0.20667703603638712 1.0000000180025095e-35 2.2521318533151415 2.3757057381457001 1.1248358748350926 -2.7818205974049124
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 11 15 7 8 16 10 18 12 -2 -8 -9 -1 -6 -18 -3 20 -7 -20 25 -23 -13 -5 -10 -24 -16 -4
right_child=1 9 29 22 6 19 13 14 26 -11 -12 24 -14 -15 28 -17 17 -19 21 -21 -22 23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002291828261982959 -0.0004577168503729899 0.00087737074155625676 0.0011449239356277449 -0.00056317019972694721 0.00030664998309846476 -7.0964963989706778e-05 0.00011402385983878485 -0.00016035086103036628 -3.0050473173622959e-05 -0.00053607668602887164 -0.00041004005673566659 -0.00012697515245470013 -0.00012710444781345733 0.00043542694176295239 0.00017499583646862562 0.00015403895857003734 -0.00046618495866056583 -5.1024479032312418e-05 0.001420355738546094 0.00048871559527552606 0.00043170000423137033 -0.00012527232505755257 -0.00011770536768903753 -0.00031553939389151911 8.5440753141859487e-05 -0.00026141333911615004 0.00048769266523684236 -0.00048849620299215417 -6.3443012658773954e-05 -0.00038651517470202426
leaf_count=5567 12036 317 119 9053 1069 3694 13346 7948 19237 20323 28774 25222 13511 7209 27252 6984 11823 3712 113 9299 4015 22483 17561 27925 10931 10171 1183 3348 6732 30974
internal_value=0 -0.168398 -0.105441 -0.069576 -0.0239305 0.211339 0.0462946 -0.00822059 -0.127141 -0.339945 -0.292113 -0.144954 -0.279541 0.243226 0.0850045 -0.00505945 -0.317272 -0.372643 -0.221439 0.370235 0.20144 -0.231081 -0.278983 -0.236954 -0.0639994 -0.404664 0.00390046 -0.180306 0.134871 -0.396388
internal_count=361931 332372 232437 201344 161211 29559 99511 78956 37024 99935 79612 61700 25547 20555 41932 12551 16604 15535 50838 17008 7709 50521 40133 50408 36153 19224 20420 20909 33984 31093
shrinkage=0.000952699


Tree=246
num_leaves=31
num_cat=0
split_feature=785 728 871 341 652 263 727 1154 1160 595 1469 1309 21 746 1466 710 253 50 125 954 942 21 600 578 740 927 789 588 719 689
split_gain=941.592 768.777 554.222 443.509 334.194 271.983 268.526 218.13 242.188 212.418 191.474 167.378 163.432 141.381 132.152 128.91 113.294 113.116 114.118 110.777 112.102 110.187 108.207 104.08 101.171 100.633 100.35 102.539 107.431 97.5879
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3462168560862613 -0.98896428961744431 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 0.29878677988246938 -3.9164670491403295 1.0000000180025095e-35 0.55448474501259393 0.44168008893566513 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.099786963134739 1.3389284674382023 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0483613175537825 1.1248358748350926 2.250834115212506 1.0000000180025095e-35 -0.4288425582216272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 7 15 8 10 11 -6 12 -3 24 22 23 -4 18 -5 20 -12 -8 -9 -1 -14 -25 27 -7 -29 -15
right_child=1 9 16 17 5 26 21 14 -10 -11 19 -13 13 29 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.00066120144058432471 0.0002527322268410083 0.0014316498171901403 -0.00026123194745491721 -0.00073290022258124888 0.00028215988123097467 0.00011085648453592715 0.00019417876311297481 -6.4773902349257595e-06 -7.6032008974558245e-05 -0.00061748912329051119 -0.00057276313755753221 -8.525160606168085e-05 -0.00068998651778103448 -7.4429490437596081e-05 0.00020837240960436615 -0.00041407218410774563 -0.0005126012651825387 -0.00018673576468132037 -0.00030085520725413491 0.0014942312700752032 -5.8596187945579584e-05 0.00054969429513427627 -0.00025808324593615381 -7.3719843215291634e-05 -0.00038686396924904256 0.00065737279628267991 -0.00015810880851216383 0.00062051260186334934 -0.00017132401902049131 -0.00035832084302345722
leaf_count=1250 20111 199 27996 8070 1760 20653 6893 32579 23328 20323 19613 13914 14425 9378 9982 3309 18313 16901 8819 121 2560 10115 11989 7072 16711 920 4987 3607 1048 24985
internal_value=0 -0.160911 -0.0992517 -0.0523751 -0.00950986 -0.0471664 0.203634 -0.100576 -0.208372 -0.32932 -0.371584 -0.281391 -0.331349 -0.339063 -0.0170204 -0.0119667 -0.317416 -0.284319 -0.423052 -0.434337 -0.448412 0.362594 -0.0646142 0.0961281 -0.457747 0.0139488 0.109697 0.15814 0.409898 -0.247947
internal_count=361931 332372 232437 186128 152338 132227 29559 101932 47382 99935 24054 79612 65698 65499 54550 12551 46309 33790 16889 22294 22173 17008 44568 9242 31136 7992 30295 25308 4655 34363
shrinkage=0.00111726


Tree=247
num_leaves=31
num_cat=0
split_feature=614 1030 1373 795 470 50 784 854 797 728 487 1361 332 464 21 1455 56 1466 921 1436 1462 1457 785 852 1457 21 902 947 878 705
split_gain=492.52 393.876 379.144 304.123 271.244 265.622 192.887 260.279 256.477 172.483 170.979 157.761 137.39 166.078 135.899 133.305 126.954 126.941 119.41 119.36 113.677 108.315 105.769 103.291 101.235 98.2001 96.5012 95.2029 93.4475 91.8923
threshold=-1.0625654336828987 0.99422031274767553 -1.2601938093385081 -0.29258408639884992 0.66595742291584703 1.0000000180025095e-35 0.9594655836162902 -0.87473648844905705 0.63961785378869596 -0.49008176997875957 0.73241967011684705 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 0.80851755981579754 1.0000000180025095e-35 0.4908310215996638 1.0525743831388839 1.0000000180025095e-35 1.8461117166573322 1.339295830115254 -0.86283290253235112 1.0747610123934368 1.0902130088150814 -2.7818205974049124 3.4436453420943347 1.0000000180025095e-35 1.0000000180025095e-35 0.42325249380490987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 11 4 5 16 7 8 -5 -9 14 19 13 -11 15 27 28 21 -8 -2 -16 -3 -7 26 -13 -12 -24 -1 -4 -6
right_child=1 17 3 6 29 22 18 9 -10 12 25 24 -14 -15 20 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00079833135642108524 -0.0017868745706980786 -0.00092559868068723902 -0.00078044575852003492 -0.00028710561850168456 0.00050327153040250492 0.00095953473128041118 0.00014910424116611502 0.00029071392539358523 0.0015750135815811271 -0.0012558107885383902 0.0033417078399015721 -0.00039981921208063841 -0.00022561883156525209 -0.00036609076430052842 -0.00069349003904801585 0.00094616527497123665 0.00016326095797404924 5.6555617624284801e-05 0.0011254101630034812 -0.00063220801177297191 0.00062752693607736926 0.00042493608996206921 0.00015326004150584711 0.001053065436274279 0.00067818537854934268 -0.0010534266671930448 0.0045962217819807494 8.0476445135150941e-05 5.5298783557714668e-05 0.0012391423456165759
leaf_count=8852 6531 27173 14024 4143 8446 8905 18431 10734 4033 14186 133 20153 35538 14760 39377 3619 15743 6747 4032 8828 2148 1987 24002 4176 2944 25915 115 11112 6105 9039
internal_value=0 -0.0236742 0.00501242 0.0386822 0.124851 0.0670974 -0.0365712 -0.0828359 0.257338 -0.121888 -0.21792 -0.201416 -0.163961 -0.282985 -0.15789 -0.015494 -0.0673424 -0.246689 0.129959 -0.396808 -0.235616 -0.314103 0.181758 0.120561 -0.0958686 -0.389858 0.0683685 -0.0968385 -0.190571 0.339656
internal_count=361931 270775 234868 196412 90555 73070 105857 83394 8176 75218 91156 38456 64484 28946 65108 23583 35872 35907 22463 15359 41525 29160 37198 28293 23097 26048 24117 19964 20129 17485
shrinkage=0.00261024


Tree=248
num_leaves=31
num_cat=0
split_feature=272 1362 1168 800 519 728 869 926 1466 1457 705 1430 1436 930 727 1012 588 257 56 785 660 694 677 1154 507 647 921 785 50 728
split_gain=469.599 384.657 344.489 321.329 253.651 250.501 236.587 190.154 140.159 136.623 136.432 126.494 141.374 125.349 122.47 121.248 118.091 100.041 91.1026 90.2113 85.37 83.4301 82.0275 96.6156 81.882 80.8047 80.1629 122.39 80.1396 77.3382
threshold=1.6568181847307961 1.0087403405179345 0.56478982777245867 -0.57812715656594349 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.43316319964305666 1.339295830115254 0.46179839519273613 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.682906484622256 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 0.58460966528228819 -0.72421686037558375 -1.0529249104813294 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.39658881029650567 1.0525743831388839 -0.86283290253235112 0.55630078546380823 -0.90320472132347296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 13 7 10 9 -4 -7 12 -1 24 -6 -3 19 18 -2 -16 -12 -15 23 -8 -5 -9 27 29 -27 -13
right_child=17 15 8 4 14 6 22 25 -10 -11 20 26 -14 21 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00026161792826376681 -0.0012145066038117445 -0.00030794969613581632 -0.00064630666942377978 8.3366691170371317e-05 -0.00041466374979376241 -0.00012534108110726853 -0.0010517974694116629 -9.0657391786846736e-05 0.00011212128145938373 0.0004640367041420605 0.00062933854091151719 -0.00052184272059930333 0.00040958037254827857 0.001418370389100216 0.00019446614574231832 -0.00082212843475543813 0.0014470288512606127 -0.00037646228625516919 -0.0005738465170715011 0.0011331621785491517 0.00013793891490328529 -3.4576205606955211e-05 -0.00026877946520224432 -0.00040437058166113639 0.00081829588677664379 -0.00070361651697840952 0.0011047673739766812 0.00016072678119875318 -3.3285172324837468e-05 0.00090591168909011117
leaf_count=10264 12617 30217 29548 4450 2081 32056 10507 14642 8038 2293 7956 705 12557 636 6190 15703 2299 21690 12875 2251 22130 16912 20372 11600 8523 14780 3633 11286 4502 8618
internal_value=0 -0.0352592 -0.0064188 0.0230338 -0.0186134 -0.0423884 -0.0818975 -0.0266318 -0.199425 -0.268309 0.0393884 0.169778 0.0596331 0.126555 0.241891 -0.226505 0.322743 -0.288738 -0.403422 0.214402 0.133177 0.0134285 -0.222641 -0.325737 0.282329 -0.158509 0.268583 0.21925 -0.255193 0.386571
internal_count=361931 314749 268829 228950 181887 169066 138545 96066 39879 31841 62142 47063 22821 30521 12821 45920 10740 47182 25492 8441 30086 17548 42479 22107 12973 33924 24242 20609 19282 9323
shrinkage=0.00206967


Tree=249
num_leaves=31
num_cat=0
split_feature=957 253 1459 799 746 1154 728 62 859 1469 1436 1028 1458 727 671 194 1445 1457 50 675 21 1464 900 21 1430 953 816 809 691 547
split_gain=457.516 388.047 246.782 215.343 190.236 179.809 175.321 133.522 132.479 118.965 112.183 108.508 108.019 105.375 96.6437 95.9183 95.303 90.1182 85.246 83.9361 81.5249 80.6811 79.4514 72.8355 72.3596 90.8737 78.5648 91.9548 71.3538 71.2395
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.73871680408646412 -0.58454210970522613 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.54135187694831066 -1.2673214316849539 1.0000000180025095e-35 -0.35861621905537377 1.6687882578741802 1.0000000180025095e-35 1.0000000180025095e-35 0.58307762070518543 1.0569698594133861 1.4243986620127258 1.0000000180025095e-35 1.3006397995630099 -2.9709283393608152 1.7288330941478851 0.25749232244462722 -3.2545899522946695 0.54622893720785959 1.0000000180025095e-35 5.4525537492333047 1.0000000180025095e-35 0.29073615932568342 1.8342678577878966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 5 9 8 18 16 -3 -11 -9 23 -1 15 -2 -5 21 -6 -8 -7 -4 -15 -10 25 26 27 -25 -22 -13
right_child=14 4 17 6 7 20 19 11 12 10 -12 29 -14 22 -16 -17 -18 -19 -20 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.0305515572261523e-05 -0.0011431144026601873 0.0006760245898566465 0.00021425176282095624 0.00034722330151940045 -0.00075365411232470876 0.0029449669806111143 -0.0004817340317864386 -0.00039017472461554684 0.0035530139113544397 -0.0013795519637626579 -0.00057540996598010735 0.00034613094763938205 0.00082894526674902151 0.0003042680013441364 -0.00042286549581240667 -0.00031355804070927143 -0.00033780606673334136 0.00096255297574238639 -0.00017703603641637837 0.00027018857420639352 -0.00015462298753622083 0.0010437191737371549 0.0009553469930474593 -0.00091411214193772971 9.6956513097444766e-05 -0.00010401754520094521 0.0022322021421436657 -0.00023253963849733275 -0.00071592714062025816 -0.00059693204200129686
leaf_count=12979 17496 1068 22799 26723 11714 137 38969 9298 87 14894 9122 18007 2362 10093 23925 4907 6207 5423 16701 4209 19191 2807 6877 11975 15386 27246 200 9562 9227 2340
internal_value=0 -0.0318143 0.0206498 -0.0115235 -0.138888 -0.243536 -0.0472453 -0.0588633 -0.00286102 -0.405061 -0.447203 0.0345058 -0.0574021 0.143791 -0.276208 -0.395575 0.101405 0.186097 -0.169956 -0.172422 -0.130449 0.133893 0.247982 -0.0744349 -0.0775226 -0.118885 -0.231577 -0.246822 -0.140509 0.111061
internal_count=361931 315603 203904 172875 111699 53639 142926 58060 99748 25084 24016 29645 66818 29949 46328 22403 32930 31029 28415 43178 28555 25606 16970 64456 64369 48983 21737 21537 28418 20347
shrinkage=0.00232048


Tree=250
num_leaves=31
num_cat=0
split_feature=871 203 1469 1436 1430 785 652 815 1235 747 319 683 194 1470 706 869 188 198 21 1454 1304 1287 588 21 1454 728 1311 705 575 715
split_gain=447.662 368.66 282.831 321.415 622.98 250.398 202.235 135.661 126.919 118.349 118.291 129.895 117.462 112.421 112.059 107.997 106.126 94.0745 88.6951 86.6988 86.2879 86.0224 77.8726 76.8455 74.393 72.9961 68.7692 69.9505 67.5176 66.5552
threshold=1.0000000180025095e-35 1.3520813746060025 -1.1729032349805202 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.55024281929118113 1.0000000180025095e-35 -0.94625487755706195 1.0000000180025095e-35 2.3683501136148597 -1.07329023030195 1.0000000180025095e-35 0.22229707940546359 2.4489960785449765 -0.57653763495970078 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 -0.2363894608792538 -0.34281947587212225 1.1763035833334732 2.250834115212506 -0.32341995197817647 3.8331818028246452 -0.49008176997875957 3.6225485867211153 0.87723755459486374 -0.34806466541374598 -1.0520742306125903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 7 25 9 21 24 -7 11 -2 16 -1 20 -8 -3 18 -17 -10 -13 -4 29 -15 -6 -5 27 -22 -16 -20
right_child=10 12 3 5 8 6 15 -9 19 -11 -12 14 -14 23 28 17 -18 -19 22 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00099071713754554929 -0.00094145028404177126 -0.0013312233724822307 -0.0012066264217450227 -0.00051899300493003949 -0.00042159649259866601 3.1267297525986003e-05 0.00031429154847936183 -0.00038864317760731193 -3.847406644281462e-06 0.00063424458635560465 -0.0011958319744448851 -0.0007407275440802477 -0.00027294690350013315 0.00070449239074138427 -0.0010396145255435732 0.00028872355541458369 -0.00049791842340391433 -0.00081353244615899511 0.00023519714937005574 0.0004851275739371494 -0.0003773574273590225 -0.00029112269681997227 0.00052907610257196867 -6.8850986028794333e-05 0.0026493968054291089 0.00099066214932440637 0.0045527827604454115 0.00024317803752749861 0.0024908947298107591 -0.00040193266509020001
leaf_count=8892 18730 12464 26359 926 14416 16027 13427 12939 20778 19292 9971 14948 27518 5924 266 11780 12418 7062 5135 17925 20490 3708 2959 7891 182 10084 63 6834 529 31994
internal_value=0 -0.0214567 0.010912 -0.0138244 -0.108854 0.0558237 0.0245987 -0.323695 0.0323304 0.149323 -0.222717 -0.187075 -0.198981 0.221623 -0.126608 -0.0395759 -0.328858 -0.079184 -0.0501676 0.0899081 -0.143281 -0.42137 -0.0952946 0.104819 -0.145525 0.341984 -0.0757911 -0.0820077 0.638097 -0.122562
internal_count=361931 290100 237700 214993 96307 118686 107676 43006 53301 35319 71831 61860 52400 22707 43130 72357 24882 58930 51868 38703 42335 30067 40088 13815 14598 11010 27387 27324 795 37129
shrinkage=0.00253737


Tree=251
num_leaves=31
num_cat=0
split_feature=43 893 728 659 120 188 744 1287 401 947 136 497 56 1469 957 1430 1436 529 1469 705 1022 675 1430 1453 789 738 281 1097 675 815
split_gain=426.612 356.615 298.025 214.702 194.18 141.614 141.502 128.024 116.238 107.714 105.479 105.47 101.327 94.1136 91.7585 86.6602 117.189 86.6879 86.2478 84.4415 84.3283 89.6969 88.9452 82.4393 81.68 71.5661 70.6896 70.5637 70.3547 67.9517
threshold=1.0000000180025095e-35 1.6744786423712141 1.0000000180025095e-35 0.62821384419828064 1.0000000180025095e-35 1.0000000180025095e-35 1.3025484894158337 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.7001250133015622 1.0000000180025095e-35 -1.3263328046252252 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4795591430507427 -0.82670318039759672 1.1256444746497445 1.0000000180025095e-35 0.44359160413691395 1.0000000180025095e-35 1.3493607039916962 1.1248358748350926 1.0000000180025095e-35 -1.1963345939572989 -0.64966988391888181 0.44359160413691395 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 8 11 18 -2 29 19 13 -5 -4 23 16 -15 28 -1 25 22 -22 -20 27 26 -6 -9 -7 -17 -3
right_child=5 9 6 12 10 14 -8 24 -10 -11 -12 -13 -14 15 -16 17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00047572839197471828 -0.0011640989432286581 -0.0013575914040197265 0.0022703861136779725 -0.00058365548458629143 -0.00013474616357216348 -0.00061035615602775424 0.00029629219119962956 -0.00052032173718845527 -0.00050024471136250509 -0.00028779458392925577 0.00030938346804279754 0.00037304125820408925 -1.9851644624320899e-05 -0.0011186357294225683 -0.00095457388439184969 -0.00031774873148998308 -0.00037280592060340013 -0.0011799763832891659 -0.00055525497072378199 0.00033130181122053025 6.5405243814703685e-05 0.00064740016286533571 0.00011778428994670684 0.00060943907568157085 -0.00012363956858519026 -0.00064026680514027716 0.00070908945365126509 -9.8899160187409022e-05 0.00028459686987264974 -0.00061873100560179319
leaf_count=17171 16710 9150 292 13982 24738 12215 9030 1207 18342 15472 13651 4175 16447 11972 5597 27308 14225 2965 9611 6528 17988 8216 10733 2681 3227 10124 24416 19232 5705 8821
internal_value=0 -0.018375 0.00554171 0.0488969 0.0811505 -0.21066 -0.114263 0.136207 -0.327096 -0.254331 -0.0196521 -0.152735 -0.109104 -0.178393 -0.124498 -0.185119 -0.290403 -0.116989 0.0841795 -0.0757097 0.0371031 0.108629 -0.0702211 -0.0847542 0.244949 -0.11865 0.282386 -0.118232 -0.0865838 -0.395719
internal_count=361931 287154 253711 178039 147610 74777 75672 92569 35052 33443 55041 66642 30429 62467 39725 62175 26197 35978 63719 41390 46548 26204 20344 34128 28850 34862 25623 31447 33013 17971
shrinkage=0.0023334


Tree=252
num_leaves=31
num_cat=0
split_feature=1423 51 1426 795 1453 332 464 728 1028 921 1430 21 474 131 338 816 705 762 746 854 797 797 527 507 134 561 332 1023 659 785
split_gain=418.111 358.106 271.931 185.792 160.288 159.711 227.763 149.098 146.72 125.238 122.301 121.141 114.327 111.703 108.907 108.76 102.861 99.5768 95.6274 94.9118 123.244 101.763 90.8062 86.145 84.0407 81.9323 79.1027 78.6917 75.3882 71.3833
threshold=1.0000000180025095e-35 1.0111847875080273 1.0000000180025095e-35 -0.29258408639884992 1.9142027959396961 1.0000000180025095e-35 1.0000000180025095e-35 -0.90320472132347296 -0.96688480048775205 1.0525743831388839 0.54622893720785959 -3.2545899522946695 1.0000000180025095e-35 -0.37314326152536875 -0.98257908251360637 1.0000000180025095e-35 0.70592243731563598 1.8387373041910313 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 0.63961785378869596 0.86558768754863191 1.0941628986121894 1.35321484427453 0.048699383522880162 1.0000000180025095e-35 0.36003600613833892 0.62821384419828064 -0.86283290253235112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 22 23 -4 15 11 -2 24 -13 -10 -9 -7 -11 -15 21 28 -17 -1 -5 -3 -16 -22 -20 -21 -27
right_child=10 12 4 7 -6 16 -8 9 14 17 -12 13 -14 18 25 19 -18 -19 27 20 26 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00052610836025031109 0.0029326146512144986 -0.00022871923096235883 -0.00054520625007636837 0.00026265222504096464 0.00063472185049727545 0.00032955856618619431 0.00040365693634626193 -0.00046528546257107201 -0.00053396582395491934 0.00016859295841501645 -6.6474485398722343e-05 -0.00083244401731440902 -0.0011743815489850891 -0.00067154322740736868 0.00012360639983247519 -9.8233615094117072e-05 0.00080538751985378249 0.0013410967548320336 -0.0003769491085197056 0.00020380766357655684 -0.00077923832416349869 0.0013209535540063464 0.00027366553969867689 0.0012296612700951799 -0.00074279213435063331 0.00051793586983617571 -0.0001371046283824928 0.00025868658690246635 -0.00041518613437008071 -0.00036783224840237241
leaf_count=13939 147 26937 26101 11741 4257 25675 17655 18954 11562 8326 15019 24081 5125 17209 28171 1868 11691 1446 13285 18376 7845 1688 3898 1843 10495 1787 7330 5122 4724 15634
internal_value=0 -0.0158676 0.0138064 0.064216 -0.08527 0.141405 0.0336689 -0.00248435 -0.10785 -0.0422173 -0.20546 -0.254735 -0.20784 -0.261348 -0.0518405 -0.078852 0.230025 0.170572 -0.186027 -0.0229919 -0.0540974 0.287178 -0.157293 0.191358 -0.168998 -0.00916548 -0.202676 -0.0844552 0.0386775 -0.124784
internal_count=361931 287068 244511 156999 87512 72858 35492 84141 83255 70557 74863 59844 42557 59697 57154 60785 37366 9772 35616 41831 38275 3556 17837 13584 37432 45592 15175 18407 23100 17421
shrinkage=0.00210623


Tree=253
num_leaves=31
num_cat=0
split_feature=785 728 1307 516 852 728 896 608 595 464 529 578 602 608 1459 928 638 784 761 888 1465 576 21 678 740 1449 1193 796 746 677
split_gain=769.877 598.309 431.979 377.999 252.017 241.649 210.912 179.016 176.481 157.933 151.69 133.197 129.343 203.544 126.789 123.286 109.51 105.932 101.03 100.333 97.9992 92.9544 91.4926 90.7904 82.4619 82.4583 81.8286 81.0304 80.9896 78.6383
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6294210021612947 1.0000000180025095e-35 1.0747610123934368 -0.49008176997875957 -0.43454379769620094 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 0.6775944799888084 -0.52992354128753727 -1.9689564536147179 0.9594655836162902 2.3409658772999049 1.0000000180025095e-35 0.37973282798721492 -0.64782611375555454 1.0000000180025095e-35 0.34708990927187483 1.0000000180025095e-35 2.0362904676775377 4.2386806022684906 -0.75739456769098112 0.66766320980544069 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 6 -1 15 9 10 -2 16 -7 13 -13 18 -5 -3 27 21 20 -18 -8 -14 -9 28 -12 -10 -6 -4 -17
right_child=1 8 24 4 17 11 14 23 26 -11 25 12 22 -15 -16 29 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00044135204953053755 -0.00056869400184223027 0.0012052962261351787 -0.00075746504875444441 0.00032200342989435738 0.00048654346526866288 0.00079110066498364799 -0.00038871872366252322 -0.00018773880657625206 -0.0006806396701731041 -0.00020431332367181647 -0.00054072531175225513 -0.00028134461054736505 0.00019494164662943179 0.00038221378843058526 0.00013147559145605637 -0.00016453576620809385 -0.00027656099673812272 0.00065696424226280802 0.0004896326873983141 -0.00061708489647164155 4.4657017961216081e-05 -0.00013292481446175263 0.00067392980581225718 8.2956049146656007e-05 -0.00031261625216830934 0.00028013979858090192 0.0012805188951978835 3.4369892414184999e-05 -0.00021789425693669615 0.00013068329575815398
leaf_count=3396 20276 317 12370 13023 3952 3407 15415 29575 20167 20283 27732 5749 4565 6558 10657 11487 34565 4167 1443 6243 9713 37093 5884 11896 15625 1042 156 7750 2923 14502
internal_value=0 -0.14252 -0.0880561 -0.0566002 0.0136794 0.18989 -0.0240712 -0.169387 -0.293258 -0.277724 -0.249536 0.249513 0.194998 0.0580119 -0.0973524 0.090166 -0.180195 0.240903 -0.139178 -0.18959 -0.155592 -0.154753 0.352516 -0.0791274 -0.344578 -0.386328 -0.501933 0.143387 -0.477053 0.00943983
internal_count=361931 332372 232437 201519 119489 29559 103620 82030 99935 40559 79612 26163 22756 12307 64608 39012 50838 15869 53951 50521 44278 52508 10449 41471 30918 28774 20323 11702 15293 25989
shrinkage=0.0013128


Tree=254
num_leaves=31
num_cat=0
split_feature=785 728 617 519 872 1431 727 804 723 1469 595 1436 1430 529 734 588 706 1445 1470 1309 547 21 556 871 1022 1085 564 382 50 56
split_gain=1204.2 865.11 595.669 457.608 482.041 327.366 313.339 295.925 249.27 215.759 215.221 198.939 214.384 174.381 169.472 163.447 143.411 128.756 125.625 123.254 118.961 118.661 104.771 101.65 100.573 135.594 95.787 92.0533 90.3469 113.268
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 2.1420547332082829 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35 -0.8778463702791649 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.0820683777490774 0.71188872395471614 0.62672487627420737 1.6380901172106308 0.052781407594911935 0.81883784246325297 1.4078093546699517 -3.9164670491403295 -0.19668695506675468 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9546110090380651 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 9 16 14 -5 18 13 12 -11 19 -6 27 -1 22 -2 21 24 -3 -7 -13 25 -8 -18 -10 29 -23
right_child=1 10 -4 8 7 17 20 -9 15 11 -12 23 -14 -15 -16 -17 26 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00022778313316626828 0.00024054156912017629 0.0013959398017411432 -0.0003817307010097195 -0.00022482418249458071 -1.6677055663016934e-05 -0.00014493358920798194 3.3196791156187525e-05 0.00049565732041249757 0.00039414205467670635 -0.00044710223611756826 -0.00053219713436607934 -5.3417032510159988e-06 -0.00011946671751390777 -0.00041493354058817549 0.00048337897154413677 0.00071806180402270376 7.8253985377557949e-05 -0.00047976925297251604 -3.4698526072884635e-05 7.4616676122316803e-06 -0.00021973683095965116 -0.00046328746604087765 -0.00032722435127187187 -0.00025306002293411949 0.00054153247514176182 0.00050610960137700161 0.00067125571277139144 3.0814698086708726e-05 -0.00011066120487461198 -0.00022053451160908215
leaf_count=5567 8662 113 30424 3189 28973 26346 3952 4714 4539 13942 20323 32013 17399 28774 2249 2582 6078 9940 14683 7323 1040 14845 21123 7714 8458 3558 906 3945 10462 18095
internal_value=0 -0.178359 -0.113028 -0.0768458 -0.105649 -0.157874 0.231516 0.10036 0.248945 -0.0861069 -0.355466 -0.143535 -0.271688 -0.307423 0.0257583 0.37658 -0.00132217 -0.285493 0.0781149 -0.233855 0.40126 -0.280412 -0.242977 -0.0519522 0.441809 0.282197 0.17309 0.247691 -0.287612 -0.346641
internal_count=361931 332372 232437 202013 187758 151822 29559 35936 14255 94413 99935 71068 31341 79612 31222 11066 12551 57409 23345 50838 17008 43515 47469 39727 15968 7510 6984 8484 43402 32940
shrinkage=0.000921069


Tree=255
num_leaves=31
num_cat=0
split_feature=617 728 1431 652 1354 1020 785 1469 706 1436 1430 758 686 21 1470 257 539 50 56 1307 784 951 788 813 648 1189 1430 1306 497 960
split_gain=417.975 342.879 269.273 213.312 194.512 192.899 156.804 160.743 134.042 122.297 206.235 114.416 105.069 104.178 103.454 102.36 99.41 85.858 122.518 85.2911 81.0406 81.4587 91.4399 80.3042 79.3768 77.5676 71.7152 68.7504 68.3183 66.6725
threshold=1.6614250791469047 1.0000000180025095e-35 1.0099929608726099 -0.98896428961744431 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.88964864486721928 2.0258146145105322 1.0000000180025095e-35 1.0000000180025095e-35 -0.43523778982368799 0.74125683352085103 -3.2545899522946695 0.068550307298219079 0.64657819277429363 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.3390041783085433 0.9594655836162902 0.4454315257619969 0.38349571241217301 2.1641256470006294 1.0000000180025095e-35 -1.4467991446142221 1.0000000180025095e-35 1.0000000180025095e-35 2.2841970610333457 -0.64257916016084482
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 29 6 24 11 14 12 10 -9 -5 17 -2 -8 16 -15 18 26 -4 21 22 -11 -20 -3 -10 -7 -6 -12 -1
right_child=13 5 19 4 27 8 7 9 25 20 28 -13 -14 15 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00023489176564027431 0.0028223649434874027 -0.00079957803707261809 -0.0002522982291506418 0.00078935083251744373 -0.00019104976626512849 -0.00098560921630033932 0.00068302344898745122 -0.00070565008049355555 0.0022206030760407204 -0.00027609253696145352 -2.6753120349042841e-05 -0.00051677576530294496 -0.00069814702208976023 -0.0011143368295401025 0.00012487156983179352 -9.4296818212543366e-05 -0.00052687622221874201 0.00029617108216790483 -8.1521880225975463e-05 -0.00085543369045383501 0.00046985883711668362 0.00035925177841672289 0.0002799723952524469 0.0010143632822465398 -0.00029020472699510936 0.00040898061697577405 -0.00024597606820814298 -0.00072742240401312431 0.0014433278470705028 0.00070777875819601687
leaf_count=12525 147 27099 22453 10468 23213 7794 10976 17347 593 22270 21968 1750 10737 19853 17910 7087 19068 9000 14708 8980 9701 9913 9152 1520 13027 3169 7007 8589 613 13294
internal_value=0 -0.0290908 0.0130993 0.0410065 0.0129364 -0.145793 0.0457503 0.0231114 -0.0642193 -0.0207145 -0.111436 0.265126 -0.0943275 -0.275608 0.151268 -0.284672 -0.340072 -0.0466337 -0.103785 -0.175547 0.0424956 0.00277875 -0.0496563 0.0154848 -0.273678 0.330124 -0.263038 -0.141997 0.00859721 0.21156
internal_count=361931 315776 221122 189689 163870 94654 132068 119850 54528 90964 39928 12218 50766 46155 28886 46008 38921 40029 31029 31433 51036 41335 31422 16228 40126 3762 14801 31802 22581 25819
shrinkage=0.00229382


Tree=256
num_leaves=31
num_cat=0
split_feature=785 67 263 257 678 712 941 21 547 728 1022 1154 1097 1431 519 1431 1147 1235 1450 705 1229 21 954 1458 1469 764 458 1466 873 338
split_gain=869.021 655.45 458.387 494.477 299.824 232.994 231.183 181.971 175.014 171.26 155.034 190.829 148.892 134.142 132.29 132.41 119.701 118.165 113.558 101.231 100.277 98.947 97.4088 90.8018 89.0836 88.978 85.4377 81.5966 71.6073 71.0563
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 -0.63779424894106762 1.9607587081991176 -3.9164670491403295 0.55489234843406188 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.95342879297703587 1.0000000180025095e-35 2.1420547332082829 1.0099929608726099 1.0000000180025095e-35 -0.64316232591501354 -0.2957953744690755 -0.46330323811509444 0.68842730247739281 1.0000000180025095e-35 2.9053803668447165 0.15681264966731423 -0.64180087851808076 3.4031559543789043 0.86931409669296944 0.47080750042056613 1.3467136707454657 -0.37226877974766154
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 12 7 -1 8 -4 14 16 11 -7 -2 24 15 18 23 -6 -3 -16 26 -12 -21 29 -5 -11 -14 -20 -8 -9
right_child=1 6 4 13 17 10 28 9 -10 25 21 -13 20 -15 19 -17 -18 -19 27 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00034348110286226154 -0.00074812840861300327 -9.685859025113295e-05 0.0013649751003564001 3.5834411454730146e-05 -0.00022762214490016933 -0.00013248999246906449 0.00024450873179104578 -0.00027163793484697579 -0.00028418202520677993 -0.00036049395338810423 0.00021283212314540017 0.00035026110264308141 -0.00056801655629746086 -0.00033790076409993618 -0.00024596779692247889 -0.00027153981777843802 -0.00033310317673771188 8.77518264709945e-05 2.0169940798500159e-05 0.00042733424268645283 -0.00017546616070656179 0.00054992114495465677 -0.00071613627438117764 3.4117927350993467e-05 -0.00020097158087999627 0.00079477682597880572 -0.00025136161826042503 0.00025996809461927744 0.00077473096425073173 -7.1577565435632597e-05
leaf_count=3225 15734 31777 238 10764 6983 6670 4351 15207 13331 32138 5945 5981 26051 22955 1362 10175 13761 23899 26738 4888 5789 7738 298 14332 21410 256 5778 7263 1177 15717
internal_value=0 -0.154835 -0.221687 -0.334638 -0.138807 0.196745 -0.0214564 -0.202974 -0.0462187 -0.208757 0.252787 0.0986482 -0.513887 -0.201523 -0.0136878 -0.039105 -0.145654 0.0266381 -0.00757477 0.243656 -0.438089 0.395727 0.358292 -0.0979708 -0.115444 -0.342622 -0.495453 0.0724437 0.358944 -0.161177
internal_count=361931 332372 231012 108481 122531 29559 101360 91649 95832 91411 26334 12651 53352 55129 82501 75953 59017 30882 65778 6548 37618 13683 5186 45256 32174 32394 31829 34001 5528 30924
shrinkage=0.00101605


Tree=257
num_leaves=31
num_cat=0
split_feature=785 728 1307 263 50 712 56 595 803 1470 804 705 1309 578 1467 21 869 1292 1367 746 476 497 927 457 543 62 740 21 727 1323
split_gain=773.035 663.636 439.348 394.566 361.781 226.285 216.516 194.429 191.538 178.705 178.078 154.219 141.853 138.57 135.204 132.304 129.883 128.218 155.517 121.365 108.643 108.144 104.145 103.034 97.6703 92.143 90.0171 89.4578 85.1053 81.7175
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6294210021612947 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 0.85523949479533445 -1.2718061674828867 1.3537602816678871 0.62883063453998334 0.29878677988246938 -0.87905496296652397 2.6212945108504591 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.316508667510939 1.6127128701036082 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 -1.2811150420666217 1.0000000180025095e-35 0.2439032738895319 1.0000000180025095e-35 3.0082871096711936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 9 12 14 -2 -10 -5 15 -7 16 -3 20 18 -15 26 -6 -13 -23 -22 -8 -11 -17 -19 -27 -4
right_child=1 7 29 11 8 13 24 -9 10 25 -12 21 -14 17 -16 19 -18 27 -20 -21 23 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00037679935226650159 0.00010481152319733379 0.0013519497583894106 -0.00040046986373976599 2.0579161148528543e-05 -0.00025089146480143979 0.00071213799541627171 -5.3522790803958165e-05 -0.00058577591500687124 0.00010954733604998984 -0.00078844551326919974 0.0007690712125858752 0.00018894149613036233 -6.0564901686393538e-05 -0.0002350222408984752 0.00049896436506024133 -0.00065236779064928026 -0.00022893015008316751 0.00020520302105813071 0.00029388141646330748 -0.0002442578191408901 0.00010299052671076595 0.00072777576673041045 -8.2848009038691213e-05 -0.00022104366478989851 -0.00048871111266177462 -0.00013138553974654634 -0.0003501380235336453 0.00060325251260406529 -0.00046731708409946629 0.00069704123411621288
leaf_count=3225 3950 199 30508 24873 9417 3439 26649 20323 14699 6130 2248 13658 13914 5041 2085 14425 24295 5618 6555 34363 27698 3734 935 7126 3850 6410 16711 5681 23762 410
internal_value=0 -0.129396 -0.0718866 -0.0401422 -0.0915916 0.203539 -0.212096 -0.288373 -0.00824182 -0.329677 0.178849 0.121321 -0.242245 0.258915 -0.0563237 -0.289177 -0.0726748 0.203408 0.0581543 -0.296279 -0.00950723 0.251131 0.493549 0.0384936 -0.0870613 -0.385685 -0.408819 0.349408 -0.339312 -0.331533
internal_count=361931 332372 232437 201519 158319 29559 70751 99935 87568 40252 16947 43200 79612 26334 70621 65698 68536 22895 11596 65499 44241 18327 4669 34824 30499 36302 31136 11299 30172 30918
shrinkage=0.00115547


Tree=258
num_leaves=31
num_cat=0
split_feature=681 253 1458 785 1010 21 728 470 602 1080 125 395 527 62 713 540 21 395 803 727 43 1464 959 50 791 513 1023 692 1469 409
split_gain=427.243 348.895 213.297 214.853 223.577 201.94 190.038 174.657 180.546 139.232 135.555 145.525 121.237 111.83 107.414 106.264 100.377 99.3203 97.133 92.6117 87.6076 84.6066 81.6049 79.5605 76.8328 84.4849 76.0941 75.7668 74.6747 70.6523
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.8460070869938618 -0.86283290253235112 3.0713252103476614 -3.7273593071844267 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.323361361534652 1.0000000180025095e-35 1.0000000180025095e-35 0.86558768754863191 1.0000000180025095e-35 1.0000000180025095e-35 0.35001124564692748 1.189441983669046 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2744972866152193 0.55442978634158557 -1.2907225086880219 1.4829784501753427 1.0000000180025095e-35 1.0454229551509682 6.1500100900864334 -0.76344318542298206 0.32991972923171631 2.2294551496329555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 5 -5 9 8 12 10 11 14 -3 21 -7 23 17 -2 -11 -1 22 -9 -15 -8 -12 -26 -16 -27 -10 -24
right_child=16 7 -4 4 -6 6 15 13 28 18 24 -13 -14 20 26 -17 -18 -19 -20 -21 -22 -23 29 -25 25 27 -28 -29 -30 -31
leaf_value=9.1811309198863689e-05 -0.00093178234571303722 -0.0010469215019712236 0.00066282764216998977 0.0031048663037177094 0.0011925643070007832 0.00010273289572404438 -0.00050651093834830135 -0.0004543148053308943 -9.4086105312687248e-05 1.4426267159280403e-05 -1.2597121297402832e-05 -1.159497622161121e-05 -0.00017700541785989316 -0.00049779035450013478 -0.00074918203870585963 0.00012006449748350541 0.00011983185780956267 -0.00043673425341396368 0.00072833359904477381 0.00070670515734885234 -0.00098799255630538135 0.00018328837542607769 0.00028864058206203112 0.00016302494474588144 0.00016830352612120329 -0.00048220941073914635 0.0035387512517508412 0.001127406863414151 -0.0006056755197786913 -0.00053861124975577231
leaf_count=7238 20141 20532 9380 286 2426 4825 38265 23001 19672 6139 42608 24035 5201 4306 17720 9240 3826 21532 7433 10784 1724 5341 20556 4201 15779 646 68 2987 9505 2534
internal_value=0 -0.0292342 0.0205817 0.00477993 -0.0189466 -0.0287249 -0.032222 -0.130665 -0.230079 0.00904667 -0.0168827 -0.109461 -0.395149 -0.0534145 -0.253434 -0.151371 -0.269436 -0.306574 0.196106 0.210935 0.0331232 -0.15439 0.0586342 -0.202779 0.0411957 0.146432 -0.340748 0.408842 -0.120095 0.101115
internal_count=361931 316432 204060 194680 176658 174232 173946 112372 54910 122240 108668 46648 25733 57462 22613 51706 45499 41673 13572 18022 29120 28342 27396 42466 62020 19412 17788 3633 29177 23090
shrinkage=0.00212389


Tree=259
num_leaves=31
num_cat=0
split_feature=785 728 871 203 519 872 712 1469 1367 1430 804 595 723 56 50 1160 1361 471 803 614 125 253 933 588 21 188 832 203 1454 791
split_gain=852.466 723.918 502.995 381.77 297 296.226 255.608 211.079 224.303 328.048 203.357 203.069 177.191 152.492 171.256 144.672 171.996 121.244 119.261 115.518 111.525 107.592 107.435 106.76 106.187 92.8454 89.4733 88.8887 87.1107 86.6982
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3520813746060025 2.1420547332082829 0.85297537480346686 -0.63779424894106762 -1.0116054822771126 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.0813325700491205 -0.44567324718331602 1.0000000180025095e-35 1.0000000180025095e-35 0.68806224955729689 0.71188872395471614 -3.9164670491403295 1.0000000180025095e-35 -0.29472129944268727 1.6436232400911501 3.8331818028246452 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 -1 -2 9 -9 18 13 -6 14 -3 16 -8 24 -7 -10 25 -4 23 -14 -15 -5 -26 -17 -11 -21
right_child=1 11 21 20 12 10 15 8 19 28 -12 -13 22 17 -16 27 -18 -19 -20 29 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00044489387036263046 0.00013319673957069896 -0.00059614593373641064 -0.00026828456585190665 -0.00076458992451419272 -0.00024034088726366916 4.1158145206995314e-05 -0.00015641548495121379 -0.00058056241995873897 -0.00022110760952007643 -0.00012565244028548491 0.0006714338525095877 -0.00066094807299616149 0.00047335240090455247 0.0017393808353591144 -0.00016653495466424187 0.00054766818702810325 0.00040017732552193616 -4.2426756613263107e-05 0.00066342582150021967 -4.1835304097534231e-05 -0.00018818620292867312 -0.00054141744387548334 2.7602276976256755e-06 0.0011436001414726125 -0.00019387267411370555 -0.00031766580604404451 -0.0005000211009637865 -0.00016258245272394596 0.001176480658100026 0.00022823296246805291
leaf_count=3225 19507 27370 27996 8031 2332 21445 6165 19091 17601 23080 3982 20323 5386 117 9270 12483 6576 14764 1832 25017 17665 18313 1868 1600 13402 7836 14689 1110 270 9585
internal_value=0 -0.149325 -0.0893722 -0.0446989 -0.0047407 -0.0317115 0.198808 -0.0787947 -0.120303 -0.238091 0.15193 -0.313837 0.289713 -0.266872 -0.380145 0.257639 0.109556 -0.183578 0.0775277 -0.0349244 -0.260217 -0.29868 0.406367 0.511498 -0.270785 -0.409059 -0.281555 0.396454 -0.0867835 0.0271782
internal_count=361931 332372 232437 186128 152596 141410 29559 114151 94644 42441 27259 99935 11186 79612 36640 26334 12741 42972 23277 52203 33532 46309 8854 6986 28208 15867 28091 13593 23350 34602
shrinkage=0.00123681


Tree=260
num_leaves=31
num_cat=0
split_feature=821 1237 785 263 50 809 746 56 728 873 1457 1371 705 728 1459 652 1022 1361 478 1453 644 667 796 1436 1361 678 728 1465 181 846
split_gain=869.336 617.106 542.975 451.503 410.556 292.481 298.878 257.863 207.948 194.499 168.487 165.499 163.507 159.836 153.521 150.354 144.546 163.697 124.767 112.003 107.609 103.285 99.3911 97.7887 100.745 99.2848 96.3869 94.3167 92.1487 84.6169
threshold=-0.72370887929751782 0.5723095224056084 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 2.242218440812676 1.339295830115254 1.0000000180025095e-35 0.63739639040394469 -0.49008176997875957 0.43577943106047246 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.257127198603895 -0.34929633066952553 1.0000000180025095e-35 -0.75739456769098112 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 1.0000000180025095e-35 0.37973282798721492 1.0000000180025095e-35 -0.19835990479916166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 8 4 7 6 -1 13 -2 11 18 15 -5 -4 19 29 17 -10 -3 28 -15 -8 -14 24 -9 -25 -17 -16 -7 -6
right_child=1 10 3 12 9 14 21 23 16 -11 -12 -13 22 20 27 26 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00070361846513545981 -0.00030834261998155879 -0.00024331468665441446 -5.4542601252034922e-05 2.3056991458898515e-05 0.00022896332462462042 -0.00024511503045017809 -0.00018041798680228191 -0.00042010152577544156 -9.2066692451232525e-05 0.00043448751826590334 0.00015344269203135223 -0.0003221427449853825 0.00055974642388653835 -0.00030702251360785612 -0.00014422221278524608 -1.9007234891829951e-05 0.00048115193264317154 0.00040221624505478197 -0.00050185994159496867 0.0001112181718470839 -0.00057283085102099128 -0.00047033809088748509 0.0001948560047489211 -0.00013741667711849025 -4.1899447044177047e-05 0.00018883638301987347 -0.00024218973167137425 0.00021303547989205652 -0.00049094615557523328 -2.1533883512380964e-05
leaf_count=20640 2535 20737 6326 23998 13249 36136 14820 7191 5163 3449 3146 8519 3534 16223 9477 29417 11102 5169 17344 3249 18060 11455 11567 9342 5779 6488 12654 5096 10504 9562
internal_value=0 -0.0579303 -0.015562 -0.0548608 -0.111527 -0.289934 -0.438171 -0.23728 0.25774 -0.0144424 -0.303673 -0.0377657 0.125411 -0.362596 -0.201059 -0.00465129 0.316236 0.153524 -0.346274 -0.260275 -0.429352 -0.294537 0.275794 -0.0968317 -0.234603 0.00591147 -0.0774587 -0.0142635 -0.289072 0.123626
internal_count=361931 250554 209327 185358 146259 111377 46915 69409 23969 76850 41227 73401 39099 40609 64462 64882 21434 10332 38081 49889 34283 26275 15101 28800 12970 15830 42071 14573 46640 22811
shrinkage=0.00102235


Tree=261
num_leaves=31
num_cat=0
split_feature=785 728 1307 516 852 712 896 595 470 464 529 578 671 677 1459 928 1309 784 21 761 332 576 50 56 21 1449 740 1193 784 746
split_gain=795.487 614.572 453.612 395.434 257.792 235.331 204.625 188.47 176.813 150.488 147.727 143.311 133.374 212.818 129.725 123.604 110.046 107.786 103.706 102.976 96.1753 95.2526 89.6634 99.0323 85.76 84.7271 84.6618 82.0597 82.0245 81.5033
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6294210021612947 1.0000000180025095e-35 1.0747610123934368 -0.63779424894106762 -0.43454379769620094 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 0.6775944799888084 -0.52992354128753727 0.81883784246325297 0.9594655836162902 -3.9164670491403295 2.3409658772999049 1.6399250563363121 -0.64782611375555454 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 2.0362904676775377 1.0000000180025095e-35 4.2386806022684906 0.9594655836162902 0.66766320980544069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 8 6 -1 15 10 9 28 16 -7 13 -13 19 -5 18 -6 -3 21 -10 -8 23 -20 -14 -12 29 -9 -2 -4
right_child=1 7 26 4 17 11 14 27 20 -11 25 12 24 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00044733048537543951 -0.00066515067687955088 0.0019419819266274418 -0.00076550400774078368 0.00033282608790627827 0.00020304638454652916 0.00081943853859235043 -0.0003828463328802822 -0.00068999582614654418 -0.0001457386714172899 -0.00020316152767267407 -0.00053663522336440091 -0.00029156752643416976 0.00021444834431435774 0.00039005702074186322 0.0001476530332898952 2.0678882172608486e-05 7.1784919925840774e-05 0.00067904183421733076 -0.00058018618088062862 0.00051102418901776108 0.00026612710287185584 -0.0001218498909105563 -7.8305364701325661e-05 -0.00024765804909528198 0.00067872736138417222 0.00030389450534644874 -0.00031311355516682777 0.0012895484968349158 -0.00018224691563181218 -0.00022053073876781928
leaf_count=3225 16544 113 12370 13023 11702 3439 15415 20167 37132 20292 27732 5692 4588 6679 10657 25989 7323 4167 14845 1443 4198 37093 10462 18095 5936 1042 15625 156 3864 2923
internal_value=0 -0.137135 -0.0819368 -0.0496804 0.0222115 0.200231 -0.0159952 -0.290014 -0.165091 -0.272876 -0.244712 0.25675 0.200328 0.0616078 -0.0882555 0.096469 -0.176282 0.251974 -0.221312 -0.130582 -0.0754157 -0.146324 -0.228232 -0.288307 0.359098 -0.37996 -0.344748 -0.505355 -0.424817 -0.478843
internal_count=361931 332372 232437 201519 119489 29559 103620 99935 82030 40700 79612 26334 22895 12371 64608 39012 50838 15869 43515 53951 41330 52508 43402 32940 10524 28774 30918 20323 20408 15293
shrinkage=0.00132219


Tree=262
num_leaves=31
num_cat=0
split_feature=785 728 548 125 50 728 194 595 1357 789 519 723 56 50 1160 1361 727 1431 21 470 471 1469 921 597 21 588 382 1100 832 21
split_gain=1072.57 768.366 549.482 416.336 347.573 301.554 214.67 210.977 205.164 182.693 160.948 240.582 160.381 180.118 159.044 193.361 151.671 137.637 128.208 129.079 125.124 118.131 115.15 106.487 106.373 104.974 112.51 98.3602 94.1094 92.9203
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 0.58518330826110332 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 -0.64180087851808076 1.0525743831388839 2.2594581941160397 -3.9164670491403295 2.250834115212506 1.0000000180025095e-35 1.6293515030253838 -0.29472129944268727 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 16 12 17 10 22 -12 13 -3 15 -7 -2 21 -4 -20 24 -6 -5 -18 -14 26 -13 -21 -26 -16
right_child=1 7 18 9 8 14 -8 -9 -10 -11 11 25 20 -15 29 -17 23 -19 19 27 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00035116917185818255 -0.00010201016822394475 -0.00048898993299860958 0.0013000628273369102 3.4596363442478077e-05 0.00027108946399201388 -0.00011861509142242507 -0.00010272560499592759 -0.00053874694892899961 -0.00016616955012728251 -0.00018564686112377304 -0.00024961109305900154 0.00065502921883138683 0.0013330530387504706 -0.00014863230704378365 0.00023771334390910144 0.00034038019809645216 -0.00046959493101846706 -9.1868899439701275e-05 -0.00042213041471900995 -0.00015569638336288146 -5.2220493961777024e-05 2.8786035351368112e-05 0.00036813688869102916 0.00012770118414060663 -0.00016963073718594791 0.0010377154651208091 0.00011859724482291828 -0.00047559472561832473 -0.00041216565950648201 0.00054671789637393347
leaf_count=3396 7897 27370 148 23842 10808 6104 24399 20323 27993 6580 1749 2958 117 9270 5855 6539 24937 18410 26652 22412 14764 19429 4063 1185 13402 1054 2260 5661 14689 7665
internal_value=0 -0.170002 -0.108443 -0.0578341 -0.116454 0.218206 -0.244028 -0.337966 -0.0311684 0.105873 0.159319 0.393543 -0.290281 -0.405257 0.283901 0.128422 -0.36622 0.0445387 -0.308097 -0.315123 -0.205259 0.123339 0.0885036 -0.452305 -0.293124 0.557099 0.445352 -0.219775 -0.303752 0.428506
internal_count=361931 332372 232437 177564 135058 29559 58418 99935 76640 42506 35926 8021 79612 36640 26163 12643 34019 48647 54873 54725 42972 30237 27905 26122 28208 6272 5218 28073 28091 13520
shrinkage=0.000962128


Tree=263
num_leaves=31
num_cat=0
split_feature=785 728 1238 852 677 728 464 896 595 1160 1361 869 1022 784 1154 497 662 597 846 519 1466 589 692 713 409 792 927 1193 791 21
split_gain=864.828 653.945 479.316 375.324 262.529 250.62 238.62 232.773 200.615 158.04 185.685 153.573 147.422 146.296 145.204 122.719 122.956 111.428 105.466 105.304 104.637 97.1026 92.5266 92.5045 91.2291 89.8425 89.5756 88.5738 88.108 86.3757
threshold=-0.86283290253235112 1.0000000180025095e-35 0.46340146005616162 1.0747610123934368 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.28794826445342053 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 3.0589865121061197 -0.58271687606615485 1.3592535390735871 0.55868296782514293 2.1420547332082829 0.51364500316626394 1.4824100882457953 -0.97604641915355106 1.0000000180025095e-35 0.96281525827728831 1.0000000180025095e-35 1.0483613175537825 4.2386806022684906 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 17 19 11 10 -7 15 14 22 -4 16 21 23 -14 -6 24 -3 -5 -2 -8 -24 -21 -10 -9 -11
right_child=1 8 12 13 7 9 20 28 27 29 -12 -13 18 -15 -16 -17 -18 -19 -20 26 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00042058340263826283 -0.00015476719441990294 -9.392579538600663e-05 -0.00066173927317056001 -0.00036873757970638414 7.9678965606490063e-05 -0.00018033899805558072 -0.00010711714546180274 -0.00021235836340529701 -0.0006819681897322254 0.00028587887819011767 0.00040747647608815814 -0.00050474586734602228 -0.00013235964036106379 0.00059540510828282533 -0.00028410029784818266 0.00091329828328562033 -0.00032568036124016692 8.0681503852953712e-05 -0.00050355268288082848 0.0005734173758865014 0.00020831640559110394 0.00069795562976322225 0.00041978225372028328 -0.00056080750729842134 -0.00059117209362436081 2.0162990262048923e-05 -0.00024375486352853402 0.0012626224583485253 3.9708716181604039e-05 0.00067558595606032968
leaf_count=3396 5686 8645 17711 2181 30789 6104 25054 28556 20167 5855 6539 27554 28376 5303 16410 508 41774 2707 6956 4457 5970 1131 6300 21854 3191 7381 908 156 12647 7665
internal_value=0 -0.152016 -0.0951608 -0.0381845 -0.0774307 0.19868 -0.180957 -0.00277067 -0.308696 0.258924 0.103189 -0.261986 -0.25134 0.20413 -0.364022 -0.194684 -0.206829 -0.333711 -0.160473 0.109475 -0.0711919 0.0060835 0.106323 -0.380735 -0.124341 0.163336 0.350582 -0.528427 -0.107857 0.404112
internal_count=361931 332372 232437 162984 141819 29559 64462 77357 99935 26163 12643 79612 69453 21165 34121 52058 51550 30247 35332 36154 34215 9776 15862 27540 28245 13681 5365 20323 41203 13520
shrinkage=0.00125078


Tree=264
num_leaves=31
num_cat=0
split_feature=785 263 50 56 1362 747 1470 728 1469 543 747 1237 131 519 1442 1306 470 533 750 181 1357 821 644 1470 933 497 664 727 1080 150
split_gain=973.936 697.366 645.081 371.209 352.175 310.596 293.967 259.742 225.789 185.082 157.69 155.366 151.539 146.155 158.165 140.271 139.114 220.311 138.284 126.407 124.276 120.491 119.44 118.382 111.723 110.086 105.11 104.462 93.5574 93.2772
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.49008176997875957 -0.61819632934197222 1.0000000180025095e-35 0.34871943973277292 1.4298092310842805 -0.67630721506970115 2.1420547332082829 -1.2625182715263061 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.41690327315909087 -0.34929633066952553 -1.1417127449306028 0.68806224955729689 1.8511096242798462 1.0000000180025095e-35 -1.1275738623161491 2.2092738772757108 -0.79484543461230894
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 8 25 -2 -1 20 10 26 16 -8 14 -7 21 17 -9 19 23 -4 -10 -14 -6 -15 -3 -5 -24 29 -16
right_child=1 5 4 9 18 13 12 11 15 -11 -12 -13 22 24 28 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00034853276537406304 8.3526945062779973e-05 -0.00020532984611776044 0.00019288358466937452 -0.00020189435995264816 0.00019694460418609612 -0.00029734614476233643 -0.00074655221147499175 -8.5804068787545125e-05 -0.00024551889465554969 -0.00058499548369002959 6.463046487879146e-06 -0.00028634855722123727 -0.00033588564557334333 0.00049999847713382126 -0.00022118557566513277 -0.00033443693163558462 0.00047604777468415244 0.00045673767605668771 -0.0005724255624423093 -0.00045394545934145049 -8.0536614263733997e-05 -1.6886707527932551e-06 -0.0001912938443258304 -0.0002133685692507253 -8.4263256823581122e-05 0.00015249094907720829 -0.0005375214887225595 -0.00065079736993874397 0.00080096138875126001 0.00015621339451188691
leaf_count=3396 4071 25997 19268 22911 3508 4800 17928 6432 14877 7098 14284 1877 20851 5967 3341 13539 12237 5617 7584 10946 12191 29316 3190 35796 1615 4277 6850 21064 740 20363
internal_value=0 -0.160877 -0.213845 -0.341861 -0.125338 0.0174039 -0.463668 0.210139 -0.0466732 -0.210912 -0.163794 0.271106 -0.508503 0.131914 0.0676654 -0.125469 0.311558 0.165203 -0.258334 -0.220319 0.088804 -0.0717719 -0.442977 -0.167211 0.362437 -0.142949 -0.257631 -0.559775 0.125742 0.103771
internal_count=361931 332372 265272 118247 147025 67100 67104 29559 89191 51143 44045 26163 63033 36826 29244 57732 24286 12049 57834 50250 31459 44193 45105 39304 7582 30274 29761 24254 24444 23704
shrinkage=0.00104249


Tree=265
num_leaves=31
num_cat=0
split_feature=785 67 263 188 678 712 941 125 21 1430 1160 664 1298 1361 1431 1235 516 1097 885 478 652 1469 566 1298 21 1092 497 873 203 878
split_gain=1075.03 718.393 521.853 500.692 328.454 295.201 240.551 204.498 195.186 186.78 191.525 178.755 174.004 222.294 148.758 140.568 137.626 134.737 109.678 104.096 101.25 99.6683 93.6934 90.9164 88.4709 82.2652 82.1682 80.3132 79.2798 78.8927
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 -0.63779424894106762 1.9607587081991176 0.58518330826110332 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.64316232591501354 1.0000000180025095e-35 -0.95342879297703587 1.0000000180025095e-35 1.0000000180025095e-35 -0.55024281929118113 -0.64180087851808076 2.1710320005650359 0.60955665694886108 1.0000000180025095e-35 2.9499917481720264 2.0895063784560848 1.3467136707454657 1.6436232400911501 1.6473864309851525
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 17 8 -1 7 9 -4 10 -3 16 13 -7 21 -6 -10 -2 -9 -11 -18 -5 -22 -19 28 29 -17 -8 -14 -20
right_child=1 6 4 14 15 12 27 18 11 19 -12 -13 24 -15 -16 26 20 23 25 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00040890254810038181 -0.00081089462709602598 -0.00045025768588750437 0.0014498083011928703 3.7752294930442067e-06 -0.00027309665517584095 -0.0001799215683663032 0.00023431871709146874 -9.6079594390342758e-05 -0.00031280027940815244 1.291528440855911e-05 -9.9480446477588614e-05 -0.000441396768256729 0.00033948356752802839 0.0003713349810866122 -0.0003955688472286586 4.3242438716970037e-05 3.8887550727766297e-05 -0.00056909947849967499 0.00028033899599924232 -0.0002682002227535456 -0.00022745458882812052 -0.00025003456962431484 0.00025543393215386777 -0.00025099617488770574 0.00058233596440954605 -0.00042882538164132729 0.00045116061374105194 0.00081625864174584943 -0.00039423794984561251 -0.0003144810061054108
leaf_count=3225 14936 15905 238 11270 6983 5918 4351 8698 30050 33262 15705 20902 5478 6249 23903 21796 12806 29961 12525 7966 25751 22280 1902 6131 7975 789 2103 1177 714 982
internal_value=0 -0.179094 -0.248366 -0.367315 -0.160244 0.209264 -0.040062 -0.065164 -0.226795 -0.12105 -0.246659 -0.232715 0.272124 0.102899 -0.239919 0.0123295 -0.185634 -0.552816 0.0919365 -0.0344985 -0.109364 -0.151607 -0.180935 -0.479798 0.416359 0.190117 0.0776063 0.346258 0.245139 0.224856
internal_count=361931 332372 231012 108481 122531 29559 101360 95832 91649 72838 31610 91411 26334 12167 57453 30882 70509 51028 22994 41228 40459 33550 27653 36092 14167 14296 23899 5528 6192 13507
shrinkage=0.00105761


Tree=266
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 50 712 263 873 728 729 885 1376 578 671 608 21 659 602 202 1081 21 651 928 803 791 1470 813 1307 81
split_gain=771.678 582.551 483.795 434.914 247.403 234.007 227.783 203.93 201.317 189.926 179.184 173.6 143.806 125.212 124.735 195.261 124.127 123.862 122.131 112.276 112.249 109.593 102.524 102.131 99.8701 125.547 99.1922 93.0019 91.9648 85.7486
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 -0.63779424894106762 1.0000000180025095e-35 2.242218440812676 -0.49008176997875957 0.75637635299260908 1.0000000180025095e-35 0.77119633676297117 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 0.62821384419828064 1.0000000180025095e-35 0.56345046278266753 1.0000000180025095e-35 -0.70163543588998201 1.1107569744011787 -0.52992354128753727 1.9682860324222273 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 0.46775370675029004 -0.77401038984018877
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 4 9 7 -2 16 10 -3 12 -4 17 -8 15 -15 -1 24 -18 28 -9 -7 26 -13 25 -5 -11 -12 -6 -25
right_child=1 2 11 8 19 21 13 20 -10 22 27 23 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0015156142824292484 -0.00044213267103037756 -6.8607576771304263e-05 -8.9518004904762488e-05 -1.044852428637041e-05 -1.544337386779498e-05 0.00011890780490029726 0.00076056591931072048 -0.00018066186381690734 0.00047881864566790385 -0.00012875471549496804 -0.00044615231175456954 0.00041497482631897936 -0.00023372450862113963 -0.00023328461350014963 0.00047017047184903836 0.00039079379655906411 -0.00080745015293199468 -0.00019749963703062537 -0.00044726649214061817 -0.00050764189627106287 -0.00046667058457490739 -0.00024066857152175221 -9.1237951368739994e-05 -0.00027977937893918718 0.00055684805588949852 0.00030876906186662052 -0.00063703104414141495 -0.00013554948528762264 -0.00034116780040771642 0.00018182159486027696
leaf_count=140 2668 7441 17228 26433 21102 8998 3431 24967 3823 3221 11891 9758 15347 5444 9871 6286 19011 9639 16984 6012 18130 17927 3203 2849 2565 10087 34483 17308 8350 17334
internal_value=0 -0.0425762 -0.0792659 -0.132536 -0.253393 -0.267592 0.222577 -0.335308 -0.0430182 -0.368606 -0.063266 0.0933862 -0.00696413 0.276496 0.221043 0.0843874 -0.47966 0.0427852 -0.492078 -0.127857 -0.238524 -0.098559 -0.436618 0.177787 0.091835 0.0640963 -0.475185 -0.207556 -0.0793884 0.0991744
internal_count=361931 255774 228074 180905 83812 106157 27700 79232 97093 48348 93270 47169 64071 25032 21601 11730 36135 48724 35995 35464 43097 26925 40907 29941 39085 36520 37704 29199 29452 20183
shrinkage=0.00123563


Tree=267
num_leaves=31
num_cat=0
split_feature=614 785 263 50 56 938 747 712 548 652 728 1470 602 202 728 539 50 194 1453 734 928 1436 1430 200 651 728 1218 1091 807 1469
split_gain=851.626 671.241 532.222 489.679 283.471 247.933 206.055 205.794 200.563 199.516 190.711 189.215 166.426 138.214 136.421 124.252 123.873 190.16 119.149 110.477 107.659 104.701 110.9 100.346 105.991 113.628 96.014 95.6293 95.4712 87.235
threshold=-1.0625654336828987 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.40317080334297789 -0.55024281929118113 -0.90320472132347296 -1.3072861918153278 1.0000000180025095e-35 0.56345046278266753 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3493607039916962 1.968508212070009 -0.52992354128753727 1.0000000180025095e-35 1.0000000180025095e-35 -0.36829310061983322 1.1107569744011787 -0.49008176997875957 1.287322044798781 0.69009342306031496 1.0000000180025095e-35 0.030928773001009463
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 7 3 4 11 9 -4 -2 18 26 -7 -3 15 21 -11 -10 17 -9 28 23 -8 22 -6 -13 25 -25 29 -27 -1 -5
right_child=1 2 6 5 13 10 20 16 12 14 -12 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0001863346772510163 -0.00039575308719888168 7.3306851878131193e-05 -0.00011166071240889266 0.00023921818771207733 -0.00050702306087996318 0.00014922826177235323 0.00039904415590011051 -0.00016012005445429221 -0.0009159149334780275 -1.1967783759879621e-05 -0.00034437668970987875 -0.00084219371772082676 -0.00035252569691290365 -0.00053248225525726522 -0.00031789508790457918 -0.00049937156797940968 0.0004986620906406549 0.00042436772076530376 0.00023381016813170987 -3.8766744595147531e-05 0.00010945963026531704 9.7053810108767229e-06 -4.9768093095169359e-05 -0.00013944528542482893 -1.5726651413884231e-05 -0.00068892373646605809 0.00052333230430172645 -0.00023128895648386123 -0.00051618070679206485 -7.0019191291113017e-05
leaf_count=22328 2634 3573 19238 12765 7540 5752 9897 5423 13239 31047 28273 10017 29593 6725 13712 14275 12270 6915 3143 2739 21007 17219 6305 3988 2531 24668 3602 3560 8578 9375
internal_value=0 -0.0628125 -0.0995896 -0.153274 -0.277544 -0.0619578 0.0764702 0.224539 -0.31139 0.00480397 -0.211259 -0.3965 -0.400941 -0.147169 -0.0787211 -0.548952 0.276226 0.138991 -0.184149 -0.439798 0.169138 -0.0932672 -0.233504 -0.470837 -0.416351 -0.456517 0.143778 -0.512524 -0.227515 0.0924396
internal_count=361931 270775 243533 193391 88865 104526 50142 27242 91156 70501 34025 51076 57107 37789 44759 27514 24608 12338 34049 47503 30904 31064 13845 44764 34747 32216 25742 28228 30906 22140
shrinkage=0.00120686


Tree=268
num_leaves=31
num_cat=0
split_feature=785 728 548 125 50 712 319 1357 194 470 1022 1016 789 150 402 1431 1470 21 470 539 464 1469 665 858 21 1100 395 747 596 21
split_gain=1115.35 813.066 612.517 396.226 329.475 276.089 210.67 208.479 197.168 184.791 166.398 219.861 166.213 161.535 150.091 142.726 142.123 137.267 139.315 124.252 123.325 122.138 113.839 108.769 108.511 99.3347 96.7747 92.9062 92.2294 87.2477
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 0.58518330826110332 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.572229863602436 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 -3.2545899522946695 1.0000000180025095e-35 0.6695026854463163 1.0000000180025095e-35 -0.64180087851808076 0.85652824257920523 1.0825608069246189 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 0.34871943973277292 1.9758895415007218 -3.9164670491403295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 -1 9 15 16 20 11 -7 13 -5 -11 21 -2 -4 26 -15 -3 -6 29 -21 -12 -20 -19 -10 -9 -18
right_child=1 6 17 12 7 10 -8 28 27 14 24 -13 -14 19 -16 -17 22 18 25 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00032820663612223035 1.1003424761570234e-06 -0.00052489008761989471 0.0012442553937944984 -4.6758336517907163e-05 0.00025044394740060175 -0.00011748393043787566 -0.00051445202676804545 -0.00018894945652356889 -0.00020229680817843203 -0.00027658960305416297 0.00020408026308748161 0.00033846620785303561 -0.00017108545934768157 5.11222369985191e-05 -3.6829874379039614e-05 -9.4570645518433341e-05 0.0015867914346660969 -0.00055444008465036561 -0.0001600836026828244 0.00036105444887809548 -0.00028647107589511225 2.0280083387522618e-05 -0.00014659335694663369 -4.715130684440516e-05 0.00051418904340972131 -0.00045930664714717443 -0.00029926614220154597 2.2273608278629524e-05 0.00027041362247346177 -0.00045397632031723962
leaf_count=3225 4006 17465 148 11332 10808 6656 20386 26594 14173 27172 5945 5995 6580 9629 13881 18410 56 14048 22412 12720 21031 19429 6114 2245 7738 5661 12604 10226 1399 23843
internal_value=0 -0.181502 -0.118277 -0.0647734 -0.121811 0.213525 -0.353289 -0.0389895 -0.245765 -0.305295 0.273977 0.115243 0.0946417 0.1455 -0.210558 0.0371796 -0.362737 -0.327489 -0.334696 0.22949 -0.423477 0.117288 -0.420213 0.334746 0.420511 -0.235824 -0.461667 -0.114638 -0.181257 -0.495578
internal_count=361931 332372 232437 177564 135058 29559 99935 76640 58418 79549 26334 12651 42506 35926 41053 48647 34019 54873 54725 24594 38496 30237 30013 14965 13683 28073 26652 24399 27993 23899
shrinkage=0.000900581


Tree=269
num_leaves=31
num_cat=0
split_feature=890 407 785 652 332 395 1361 1229 678 728 852 21 566 728 1457 1451 884 671 1455 1430 1298 526 1463 755 791 864 921 1469 497 928
split_gain=529.945 414.092 345.612 299.853 236.72 279.729 229.356 210.261 172.547 149.863 145.651 138.872 128.425 121.8 116.59 113.507 108.352 142.147 103.155 102.3 178.139 91.52 90.3821 87.5156 79.3893 80.9286 79.2313 74.7603 74.7527 73.8166
threshold=-1.0182342416987082 -1.2965003005540392 -0.86283290253235112 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0747610123934368 -0.70163543588998201 2.1710320005650359 -0.49008176997875957 0.68635126017805159 0.75140231727557782 1.0000000180025095e-35 1.0000000180025095e-35 0.72809816964645935 1.0000000180025095e-35 1.0000000180025095e-35 2.3757057381457001 1.8172976979801614 1.2103694265132638 1.0000000180025095e-35 0.72275257928592751 0.62154522891879982 -1.2909259808610625 2.1570521254726853 -0.52992354128753727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 15 9 10 5 13 7 -1 -6 -3 14 18 21 -5 19 27 17 -11 22 20 -4 24 -8 -13 25 29 28 -2 -12 -10
right_child=1 2 3 4 8 -7 11 -9 12 16 26 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013279640759175915 0.00051715974342088995 -0.00055170497937906296 -0.00065550375799870763 -4.9928518581086812e-05 -0.00033832073008197293 -0.0001411481060208669 -0.00026864319174777109 -0.00050834055717849326 0.00036026930266405357 -0.00016418775104155338 0.00027206835993777645 -0.0003501908197422841 0.00085588542147197941 -0.00093181762354078242 0.0005348750450615196 8.1040565039428586e-05 0.00085769679659523468 0.00079011557726200814 0.00066382914737303305 0.00018516084913313435 0.00011245011448499903 -0.0011295431007709263 0.0009575760888764429 -0.0008824651592618636 0.00040111134252223708 -0.00053320749079920017 0.0012631146718575673 -0.00071174623403241245 0.0017173686781926714 -9.1257568711582246e-05
leaf_count=16727 972 2507 11994 4163 24852 31492 16468 20624 9409 5833 6810 27650 3431 25590 8856 5215 11520 4916 3777 26023 13398 1450 1371 9860 9942 4673 2509 30651 601 18647
internal_value=0 -0.0288122 0.00112531 -0.0284029 -0.087651 -0.194087 -0.224267 -0.383099 -0.0144204 0.219963 0.0789895 -0.144044 0.0517826 -0.371136 0.039724 -0.257488 0.269092 0.129651 -0.00030939 0.00109757 -0.097623 0.0221672 -0.0769339 -0.224831 0.0366745 -0.0103376 0.300375 -0.31232 0.193716 0.0293201
internal_count=361931 265454 228616 203840 133649 61245 96477 37351 72404 24776 70191 59126 47552 29753 60271 36838 22269 10749 21616 51415 25392 44121 17839 37510 42671 32729 9920 31623 7411 28056
shrinkage=0.00212403


Tree=270
num_leaves=31
num_cat=0
split_feature=1309 545 1442 705 800 802 1458 602 539 1465 1445 21 194 263 21 930 740 1463 846 678 1455 900 1452 1457 1461 50 710 1467 771 119
split_gain=492.479 358.074 291.328 256.84 176.504 169.781 155.48 144.443 179.542 134.298 132.5 130.734 128.165 122.902 118.603 117.901 112.1 110.316 103.677 95.8005 94.8653 87.3457 86.1564 84.9936 83.3681 82.5885 81.5105 75.3881 75.3242 74.4018
threshold=1.0000000180025095e-35 -1.0372938969678034 -1.2625182715263061 0.87723755459486374 -0.57812715656594349 2.3997028388336878 -0.06493454140346698 1.0000000180025095e-35 1.0000000180025095e-35 -0.41120921193798426 1.6380901172106308 -3.9164670491403295 1.5271592296785539 0.66115833724634121 -0.70163543588998201 1.0000000180025095e-35 1.6535846841559774 0.017504712771633606 -0.35975990809977476 2.9016603484412591 0.75934798726561159 1.3682407700105255 -0.65711656188160184 -0.51547046110813544 1.6859053074631882 1.0000000180025095e-35 1.8739714802800056 4.808695702623436 1.9932741281331925 0.56114696576568235
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 10 5 21 6 9 8 -1 22 24 -8 15 18 20 28 19 -11 -6 -15 -9 -2 -4 -19 -3 -13 27 -24 -5 -20
right_child=4 2 3 12 13 -7 11 14 -10 17 -12 25 -14 16 -16 -17 -18 23 29 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015667760649267165 0.00035191939649548587 -0.00048041408569661351 1.1529439587790027e-05 -0.00037648050373918291 8.9650396555818453e-05 -0.0011876728428039472 0.0031668049781747561 -0.00028103707216179345 -0.00062454245086610721 -0.00034845441163520741 -0.0010664752147308153 -0.00020018958881469769 0.0011008080276764206 0.00049195366696378883 -0.00067485054611168415 0.00038876450772686098 -0.00082437475808074196 -0.0002708793489119117 -0.00044837646797213463 -0.0012257880840022811 0.00077027969816048582 0.0012315849586172329 -0.00086853929118315971 0.00050476079719370855 0.00064658193049615584 0.00026024367658514019 0.00013328217341647237 0.0066886269463351886 0.00070128714051075514 6.2255384577253377e-05
leaf_count=14858 20706 22124 4563 10871 31124 5288 240 13272 17754 24540 13346 18649 3241 16523 24240 19483 1677 5754 25723 679 2560 2658 19410 8623 1757 19294 2337 29 1656 8952
internal_value=0 -0.125915 -0.0790258 -0.0383829 0.0427823 -0.0913805 -0.0742439 -0.271647 -0.406325 -0.138579 -0.259827 0.0310253 0.111335 -0.00214526 -0.187568 0.0689686 0.133439 -0.0601582 -0.0475947 0.179645 -0.0362948 0.194834 -0.258764 0.0848272 -0.166138 0.0196318 -0.31684 -0.364158 -0.0923525 -0.128514
internal_count=361931 253889 181205 143978 108042 108727 103439 72684 32612 65256 37227 38183 35251 84678 40072 32010 18879 38917 65799 17202 15832 23364 26339 14377 23881 37943 21776 19439 12527 34675
shrinkage=0.00234809


Tree=271
num_leaves=31
num_cat=0
split_feature=785 728 548 125 50 727 1357 595 194 529 150 1431 789 706 1470 608 1469 497 1309 547 723 21 1022 1085 665 50 56 395 747 596
split_gain=1201.66 861.653 612.328 435.805 348.051 310.551 223.239 222.571 211.563 176.276 175.051 157.849 152.206 149.981 149.809 134.97 130.159 126.228 125.767 118.915 116.061 112.534 109.966 128.229 108.461 98.1505 122.025 97.2189 95.5517 93.7768
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.572229863602436 1.0000000180025095e-35 1.1248358748350926 0.62672487627420737 -1.2126727935954851 1.0000000180025095e-35 -0.64180087851808076 1.656418941702585 0.81883784246325297 1.4078093546699517 1.0000000180025095e-35 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 0.85652824257920523 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 0.34871943973277292 1.9758895415007218
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 13 11 9 14 18 -5 16 17 -1 -2 27 -6 -12 21 22 -19 -3 23 -7 -16 26 -23 -4 -10 -8
right_child=1 7 15 10 6 19 29 -9 28 -11 12 -13 -14 -15 24 -17 -18 20 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020602506432812969 5.0110414424521726e-07 0.0011688315404711747 -0.00048481873015697533 -7.0751899865001796e-05 0.00023065544764224892 2.3316772124801015e-05 -0.00017229901598203132 -0.00046771739061245154 -0.00018193453264830401 -0.00036336019995269889 0.00013446844494291796 -8.8341043695457151e-05 -0.00011154818537611559 0.00013686984735065876 -0.00040311846567693771 -0.00018450431838475031 2.0085032290323842e-05 -7.3912521015511448e-05 5.1551050243741171e-06 -0.00019576406081026347 0.00050212726241217359 -0.000410611785407111 0.00046819481394918551 0.00042156761650725695 -0.00014480080381109223 -9.3365983047055445e-05 -0.00019285670926932961 -0.00025853157303214408 1.9743400602480412e-05 0.00023802311957029279
leaf_count=5567 4006 113 13990 13313 10808 3952 26594 20323 14173 28774 19419 18410 4599 6984 23899 28206 19429 1017 7323 1040 4158 14845 8458 3558 6114 10462 18095 12677 10226 1399
internal_value=0 -0.18406 -0.118994 -0.0655888 -0.125264 0.224836 -0.0401696 -0.360465 -0.252319 -0.311646 0.10159 0.0386353 0.181677 -0.00681027 -0.372957 -0.328064 0.122892 0.240241 -0.237759 0.393509 0.497228 -0.284681 0.43399 0.267219 -0.431598 -0.291671 -0.352932 -0.452815 -0.116504 -0.187103
internal_count=361931 332372 232437 177564 135058 29559 76640 99935 58418 79612 42506 48647 29193 12551 34019 54873 30237 24594 50838 17008 5175 43515 15968 7510 30013 43402 32940 26667 24399 27993
shrinkage=0.000798358


Tree=272
num_leaves=31
num_cat=0
split_feature=1100 785 728 576 784 1458 921 519 727 388 50 795 1469 21 815 1223 730 391 470 878 930 689 706 795 713 1023 724 1081 290 766
split_gain=483.642 403.13 401.167 287.954 242.179 178.181 167.968 162.886 146.046 142.363 108.994 117.2 106.895 105.662 106.453 107.009 104.189 103.985 99.6981 108.58 95.4715 94.7897 91.5445 90.2407 84.6773 85.3322 82.5443 82.446 80.904 77.0684
threshold=1.6293515030253838 -0.86283290253235112 1.0000000180025095e-35 -0.64782611375555454 0.9594655836162902 0.20667703603638712 1.0525743831388839 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 -1.2083100587446829 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 -0.33215574005720661 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.4288425582216272 0.99377002365102085 1.0000000180025095e-35 1.0000000180025095e-35 6.1500100900864334 1.0000000180025095e-35 1.0000000180025095e-35 1.92305342399566 -1.695011218147956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 17 5 7 16 10 22 12 18 -12 -4 -14 15 -15 -6 28 19 24 -18 -16 -1 -9 -5 -26 -8 -2 -3 -23
right_child=27 2 9 4 6 -7 26 23 -10 -11 11 -13 13 14 21 -17 20 -19 -20 -21 -22 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00028839228980076043 -0.0004277220993477754 -0.00022247472515350762 0.00034046687834892792 -7.2001264904573745e-05 7.1140873595563022e-05 0.00023277112917781504 -0.00012589607457906985 0.0007661350535298208 0.00066461400756899274 -0.00087619968131583332 0.00027039631063314828 -0.00051267457281029558 0.0027817133396123069 -0.00099514901527733525 0.00014714593591670126 -0.00038872857336211833 0.0012066016561878468 -0.00056447777056560381 -0.00014095702764471867 -0.00022715181075318926 8.1145490693691595e-05 0.0015050834727190492 0.00047295296454265593 -0.00031860231777659169 -0.0010454470704375674 0.0029623305143547103 0.0012720539746717946 -0.00084878530989867542 0.00068117424286498506 -0.00042832154994486239
leaf_count=6562 24651 30341 4330 2940 16693 32881 897 4635 15795 16492 13786 4641 151 13655 9228 17001 3331 24271 30953 13173 2398 362 4505 1733 12281 85 4428 24286 1877 23569
internal_value=0 -0.0416439 -0.0667278 -0.0196901 0.0266059 -0.0152058 0.193696 -0.0666137 0.18863 -0.20224 -0.0951343 0.0368386 -0.160649 -0.185211 -0.190818 -0.295177 0.113956 -0.152823 -0.141295 -0.241843 0.349791 -0.109461 0.0180376 0.224076 -0.384406 -0.472366 0.497301 -0.29586 -0.076786 -0.184676
internal_count=361931 312994 286132 201344 144855 117108 27747 84227 26862 84788 77859 18427 68296 63966 63815 30656 22422 56489 59432 28479 5729 33159 11067 6368 15306 12366 5325 48937 32218 23931
shrinkage=0.00211994


Tree=273
num_leaves=31
num_cat=0
split_feature=785 519 1431 652 727 705 728 612 588 803 598 1469 1470 382 50 56 1357 884 671 1458 595 889 706 852 21 1469 1238 789 556 589
split_gain=624.56 468.213 418.969 274.006 237.283 212.982 203.18 183.159 173.807 163.641 161.338 131.325 126.862 113.021 112.339 109.55 105.716 100.631 140.159 96.8319 94.8751 94.8694 86.8443 86.3631 83.0945 81.8614 78.0689 77.0362 73.2501 71.7541
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.55024281929118113 1.0000000180025095e-35 0.024944846130704988 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 1.9682860324222273 1.0000000180025095e-35 -1.0706168552173836 -1.1417127449306028 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3962008022525787 1.0000000180025095e-35 1.0000000180025095e-35 1.6432510327171366 1.0000000180025095e-35 1.0000000180025095e-35 0.85558832110916161 1.0000000180025095e-35 1.0000000180025095e-35 -1.0470123060412753 -0.40677623306953564 1.1248358748350926 -0.21963362938722211 1.4824100882457953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 9 22 21 11 10 13 14 12 -5 -4 27 15 -2 19 18 -7 23 25 -1 -3 -13 -19 -16 -14 -6 -12 -27
right_child=1 4 7 6 8 17 -8 -9 -10 -11 28 16 26 -15 20 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00018666880758435396 -0.00081273956867132871 -0.0007451283052239317 -0.00019837910878127467 -0.00024041803273801345 0.00046323850894647588 -0.00047096817749324248 -0.00082638798444978161 -0.0011461370661894625 0.00087669805668253744 0.00023052706729049307 -0.0007465604106867156 -0.00065632602738867069 -0.0005608297621063819 -0.00041068430409326102 0.00021559595930303023 -0.0003626766261961933 -0.00097069877289941275 1.6041165220747309e-05 0.00034581769172255022 1.1378144455568159e-05 -0.00066202392903219815 -0.00080963217508987935 -8.616628914402635e-05 -0.00039703168143170371 0.00064548050200914067 -0.00033091591978403972 -0.00081276572612820142 -0.00054206429130091436 -0.001053769306798812 0.00026456243220266979
leaf_count=6168 12567 6191 6814 14233 4170 4882 38733 16365 2580 4775 18284 43195 29985 4399 4264 13568 7716 3980 4145 3100 5690 4462 3256 20892 5922 18512 28022 922 21893 2246
internal_value=0 -0.350154 -0.372057 -0.313209 -0.0734729 -0.045356 -0.368619 -0.471501 0.100614 -0.203261 -0.44106 -0.318043 -0.379124 -0.0214892 -0.234865 -0.338367 -0.353244 0.085799 -0.0629276 -0.32856 -0.156225 -0.265888 -0.313966 -0.346232 0.232334 -0.107188 -0.411728 0.171419 -0.552109 -0.159672
internal_count=361931 332372 310854 189491 21518 29559 127869 121363 12071 61622 104998 89136 64821 9491 56847 26135 74903 18929 9027 67187 30712 10630 9447 64087 9902 25022 58007 5092 40177 20758
shrinkage=0.00164307


Tree=274
num_leaves=31
num_cat=0
split_feature=548 1378 125 188 885 789 729 859 1470 50 1444 1459 1371 1449 131 662 795 62 1436 1430 1160 665 125 114 789 917 1223 1022 1469 961
split_gain=478.107 370.324 306.118 329.8 219.585 141.496 134.603 132.642 123.693 116.849 115.798 110.38 105.337 103.579 90.698 89.1701 88.7405 88.5967 88.3587 127.329 85.3812 76.6629 77.6149 76.4993 75.0409 73.673 73.0942 92.2884 70.8251 70.1911
threshold=1.3419342387057427 0.29079056963915867 1.0000000180025095e-35 1.0000000180025095e-35 0.35018306414905159 1.1248358748350926 0.75637635299260908 -0.54135187694831066 -1.2126727935954851 1.0000000180025095e-35 0.61050815248025436 0.46383055849355342 1.0000000180025095e-35 0.54666235280553288 -0.97947116861403372 -0.58271687606615485 -0.29258408639884992 -0.67845511463764618 1.0000000180025095e-35 1.0000000180025095e-35 0.68536004617275303 1.9711918914178466 1.5320262332576917 1.226195122007276 1.1248358748350926 -0.68229739446570437 1.0000000180025095e-35 1.0000000180025095e-35 -1.2319146079207914 1.4434549736607505
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 11 24 -1 14 12 21 15 18 -2 -5 29 -8 19 28 23 22 -4 -10 -3 -19 27 -11 -6 -9
right_child=9 7 4 10 13 -7 17 16 20 26 -12 -13 -14 -15 -16 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.3375343504190314e-05 -0.0011723102048429843 0.00054355734146127154 -0.00022777552645503258 0.00040515861640460756 0.00063693291606215245 -0.00066302954402865186 -0.00072969019295482894 0.00035569226474897096 -0.0010334500467137505 -0.0010992281450040689 -0.00065641623754291887 0.00039850111101416346 -0.00069060034645665122 0.00062854275613683462 -0.00060198452678148211 -0.0001190457771596099 -0.00015085839047823026 0.0003250048565344986 0.00027658404789446158 0.00024490493492355855 -0.00033472998201922242 0.00070649327190078681 0.00035988247548418919 -0.00030042977026690306 -0.00025173799119748144 -0.00035426305796965084 -0.00019452673412398926 -0.00031179880224606511 -0.00075537372528395067 -0.00059251217102576571
leaf_count=4855 13424 18583 31869 7596 676 11353 11370 15163 31200 7606 9575 10495 5791 7733 21906 33438 21649 4277 17819 6292 6432 1939 4657 3889 2368 14026 19582 7953 6514 1901
internal_value=0 -0.0523355 -0.0927201 -0.186447 -0.0287891 -0.0883065 -0.057041 0.0867754 -0.342648 -0.265002 -0.0845268 0.00561091 -0.0430496 0.0926892 -0.370106 -0.00747405 0.0154281 -0.177281 0.0412171 -0.084667 -0.388887 -0.046331 -0.0686123 -0.440192 0.212129 -0.089152 -0.176701 -0.301422 -0.279568 0.124558
internal_count=361931 291460 231796 102776 129020 89986 78633 59664 46376 70471 56400 48960 46825 39034 35330 41034 38713 29673 31301 13482 41521 38465 36526 35089 20951 18303 35141 15559 7190 17064
shrinkage=0.00213657


Tree=275
num_leaves=31
num_cat=0
split_feature=890 1237 65 795 746 464 1361 1160 784 854 797 705 1457 21 728 332 464 1466 547 596 1454 784 1464 1290 1361 1436 781 755 831 1469
split_gain=458.798 374.993 305.469 300.004 238.256 225.21 205.991 195.378 184.73 219.828 232.734 164.28 164.094 128.133 118.681 163.395 125.719 114.733 97.5054 94.5526 93.4987 87.6094 83.0122 88.0032 82.8804 91.4616 80.895 78.1381 75.4187 73.3189
threshold=-1.0182342416987082 0.5723095224056084 1.6527691397016595 -0.29258408639884992 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 -0.87473648844905705 0.63961785378869596 0.37185795862114152 1.339295830115254 -0.70163543588998201 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.45502499280034486 1.0000000180025095e-35 0.85969605735913768 -0.2363894608792538 -0.43785067584756471 0.2602645535820674 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2103694265132638 2.3126212207343961 -1.1374964112163577
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 24 7 -1 9 10 -5 28 17 20 -11 16 -16 18 -3 -10 -8 -7 23 -17 25 29 -13 -15 -6 -2
right_child=1 12 -4 8 11 21 13 -9 19 14 -12 26 -14 27 15 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013125177231913621 0.00015777109056497877 -0.00048084236658462012 -0.00057297986200431519 -0.00028469115638258662 0.00012856005864903431 6.8392512317807025e-05 -0.00030914736527562552 -0.00050815473533070152 8.013749465082732e-05 0.00010403221924453784 0.0011676819516724993 0.0008349169406531643 0.00044066540237445897 -0.00036077160532189761 -0.0010322788853906627 -0.00016332755647796094 -0.00039386989546558128 -6.8072748046572773e-05 -0.0010092700161879902 0.00078015728717267601 0.00032496388382120345 0.00063784752786815607 0.00013164609258854197 -0.00070873474876046046 -2.944386016626002e-05 -0.00011177055827274663 0.00027610647488143959 -0.00087008137084429666 0.0016187959807863115 -0.0010866770321571282
leaf_count=16729 1195 17945 21441 4290 22909 13956 12348 20622 18013 11536 3943 16454 3455 27650 13891 18537 15312 7693 15531 4357 9268 7737 9974 7980 9155 4957 6248 9860 569 8376
internal_value=0 -0.040646 -0.00779313 0.0151081 0.100789 -0.0110009 -0.222807 -0.374244 -0.0589927 -0.10351 0.208362 0.198048 -0.22976 -0.146964 -0.13889 -0.174285 -0.304297 -0.271963 -0.330612 0.104776 -0.00909622 0.132267 -0.0907798 -0.150309 -0.165188 -0.276628 0.315892 -0.224736 0.0790856 -0.420633
internal_count=361931 265454 220830 199389 91556 45376 96477 37351 107833 85463 8233 46180 44624 59126 77230 65694 29203 41169 33476 22370 21616 21693 36491 26517 23683 14528 22702 37510 23478 9571
shrinkage=0.00214456


Tree=276
num_leaves=31
num_cat=0
split_feature=871 65 785 1148 125 188 1469 804 1430 1298 1357 789 1290 319 62 706 62 620 712 21 884 685 513 1444 1322 910 516 678 1307 1463
split_gain=450.857 367.419 248.066 198.429 198.242 246.194 151.298 147.124 146.712 301.609 130.487 129.581 116.587 111.16 123.765 110.329 94.376 90.6355 90.2712 90.1166 88.8104 87.2742 82.1069 81.9521 76.7183 74.013 73.6465 73.4751 72.068 70.0033
threshold=1.0000000180025095e-35 -0.39289434837986426 -0.86283290253235112 0.85514867284464147 1.0000000180025095e-35 1.0000000180025095e-35 -1.0706168552173836 0.45538871002063286 1.0000000180025095e-35 1.0000000180025095e-35 1.3962008022525787 1.1248358748350926 1.0000000180025095e-35 2.3683501136148597 -0.67845511463764618 2.168314495256825 -0.97978507835213413 -0.43590413231259101 -0.63779424894106762 -0.13431221002227373 0.66905551989196432 0.58104764358843186 1.0454229551509682 0.61050815248025436 0.80702841752662902 -1.5195305150102882 1.0000000180025095e-35 0.34708990927187483 1.0000000180025095e-35 -0.02432504473031508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 6 5 16 19 23 9 20 12 17 26 14 -2 21 -3 -10 -1 -4 -8 28 -19 -5 25 -17 -6 -11 -16 -9
right_child=13 4 3 7 10 -7 8 29 11 27 -12 -13 -14 -15 15 24 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00047150098223168479 -0.00066400058822988623 -0.0012309604277468949 0.00049778822870194647 0.00014724794707716079 -0.00015045389889114554 -0.00020664161785061231 -0.00080697299591394255 0.00037159551220000188 0.00028433442901498301 -0.00024078067697704344 -0.00065290149678679063 -0.00045374036874472703 -0.00032586396991666941 -0.00089882842345321559 -4.6830708426387435e-05 0.0031327883095799451 -0.0006182537795557905 -0.00014142215268188522 0.00056729030521660961 -4.7267276288015551e-05 0.0005798155334264738 -0.00071740596048886201 0.0003497950824178491 -0.00071269062271791573 -0.0018586522862386059 0.00069076160040464323 0.00017743906749019189 0.00017351443855670413 -0.0004540342639257231 0.0010101806931730893
leaf_count=1304 22582 9293 8863 16166 17793 28705 19222 5696 15672 15671 7049 8657 18447 9971 17172 231 19106 30201 13875 7888 632 7855 5450 1984 200 888 24590 10023 12932 3813
internal_value=0 -0.0437961 0.0178435 -0.0086221 -0.136108 -0.241881 -0.0457263 0.1446 -0.0764233 -0.171836 -0.0636141 -0.0121229 -0.0341286 -0.244849 -0.21048 -0.139382 -0.421402 0.0268769 0.259929 0.129684 -0.400653 -0.161983 -0.0317029 0.0345566 0.473927 0.657629 0.0250277 -0.0349252 -0.111434 0.341087
internal_count=361931 290100 165117 149938 124983 57104 122279 27659 105528 45548 67879 59980 60830 71831 61860 39278 28399 51323 15179 16751 19854 37959 35651 18150 1319 1119 42383 25694 30104 9509
shrinkage=0.00185427


Tree=277
num_leaves=31
num_cat=0
split_feature=785 728 1100 181 852 712 872 1022 1154 319 1298 1361 470 677 878 476 402 804 464 470 395 1458 1450 705 21 21 1022 821 526 872
split_gain=950.856 685.878 481.882 408.066 327.408 241.711 239.2 199.511 188.626 178.988 157.345 212.642 156.72 142.904 147.358 138.925 135.556 133.014 114.819 108.054 88.7887 86.5536 83.5738 82.2337 82.1666 80.6174 82.2445 75.7696 75.2 74.8769
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 -0.22706799479215015 -0.63779424894106762 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.316508667510939 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.20667703603638712 0.72848113776068646 0.87723755459486374 1.0000000180025095e-35 -2.7818205974049124 1.0000000180025095e-35 -1.0305144854359449 2.3757057381457001 3.0757328524286596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 13 -1 7 8 22 12 11 -7 18 14 -2 -9 -14 29 -3 20 -5 -15 -6 -17 -12 -4 -27 -18 -21 -8
right_child=1 9 25 19 6 10 17 15 -10 -11 24 -13 16 21 -16 23 27 -19 -20 28 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00034713433787279628 -0.00047594302144108409 -0.00055086180277725465 0.0011294171538019683 -0.00058435331073044964 -0.00037261464011218283 -0.00017725428368462956 0.000100714009690895 -0.00018377585099635155 -1.1708134117203663e-05 -0.00053270383697712382 0.00022100160316728033 0.00033003444685556133 -0.00029151909489699126 -0.00014672437263908657 -0.0001462786965155767 4.9381397931801971e-05 -0.00038308785138913237 0.00055208665218364522 -0.00029468779512582311 -0.00012855503431621201 -0.000276211109619491 6.1823122054425019e-05 5.1204831600079542e-05 0.00024779517618733158 0.00051459731760031052 -0.0005183829802020047 -0.00028313195078654227 2.5599733780151041e-05 -0.00048049774128233665 0.00053739607167266519
leaf_count=3225 12036 17465 119 9053 14517 5918 15757 7948 20144 20386 6192 6249 27172 25222 13511 22902 2721 3304 21031 17561 10171 10931 2363 11082 7975 15756 15218 11160 3348 1494
internal_value=0 -0.174007 -0.115872 -0.0829101 -0.0400742 0.193274 0.0291086 -0.022198 -0.135984 -0.333295 0.250355 0.0889413 -0.289049 -0.159239 -0.287037 0.0668804 -0.201732 0.214657 -0.399309 -0.279947 -0.406244 -0.0825843 -0.311743 0.116748 0.388625 -0.385287 -0.394224 -0.0403148 -0.180854 0.143296
internal_count=361931 332372 232437 201344 161211 29559 99511 78956 37024 99935 26334 12167 79549 61700 25547 41932 41053 20555 38496 40133 19224 36153 16880 33984 14167 31093 30974 13881 20909 17251
shrinkage=0.000990967


Tree=278
num_leaves=31
num_cat=0
split_feature=785 728 548 1148 519 727 1431 723 804 595 1469 56 50 470 734 1470 588 889 852 62 1445 21 395 1306 567 1436 1430 21 755 263
split_gain=934.714 675.973 498.93 352.136 285.961 241.78 236.467 211.424 194.892 192.989 172.139 149.342 169.234 148.573 141.189 131.833 125.368 119.377 118.296 109.072 106.692 104.646 104.383 102.243 97.7395 88.5037 89.2076 85.0235 83.4897 83.2977
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76023255802283574 0.85514867284464147 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35 -0.50410767499078146 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 3.0820683777490774 0.052781407594911935 0.71188872395471614 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 1.6380901172106308 1.0000000180025095e-35 1.0000000180025095e-35 0.58313107603469527 1.5636217676721176 1.0000000180025095e-35 0.54622893720785959 -2.7818205974049124 1.8349057301109672 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 17 10 -6 14 11 15 12 -3 22 23 -2 -9 -1 -12 27 -8 -7 -4 29 -21 26 -20 -13 -15 -5
right_child=1 9 13 8 7 21 20 16 -10 -11 18 19 -14 28 -16 -17 -18 -19 25 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00013773017715006098 0.00019484541732934615 -0.00050502869113956737 -0.00057243439833054078 -8.1821871513415269e-05 -0.00032353896934506689 0.00017014230631105917 -0.00021570881266671485 0.00019272077528090389 0.00051255675677101917 -0.0005539112360374161 -0.00028281366751766395 0.001434017528347349 -0.00015132103498998199 -0.00013888294264129716 0.00056499817117675087 -6.9219732773127213e-05 0.00072747210367209614 -0.00027086648814806389 -0.00031908542068794426 -0.00014820680085353945 -0.00050711583393637789 0.00049015489761714535 -0.00028789497179603868 -0.0003536646899772058 0.00034309924223497701 3.0101894201965768e-05 7.552819877842063e-05 -0.00034058794805463246 -0.00042145806517300506 0.00017440525276974362
leaf_count=7707 13591 27370 15973 9541 2784 6893 39012 7570 4433 20323 18893 93 9270 25422 1969 18382 2031 4844 9422 21096 7819 10115 14422 2998 1848 15823 3266 19935 6937 12149
internal_value=0 -0.166022 -0.108288 -0.0551876 -0.100293 0.198617 -0.131321 0.175289 0.133151 -0.324578 -0.0659185 -0.27895 -0.39068 -0.281858 0.0666214 0.0454556 0.302727 -0.00659568 -0.145297 -0.19672 -0.251606 0.350258 -0.405709 0.0235146 -0.101757 -0.0652451 -0.198295 -0.319385 -0.187263 0.0681994
internal_count=361931 332372 232437 169683 138593 29559 126208 12385 31090 99935 79377 79612 36640 62754 26657 31973 9601 12551 47404 42972 46831 17008 30395 24688 22944 28511 12688 20028 32359 21690
shrinkage=0.00102736


Tree=279
num_leaves=31
num_cat=0
split_feature=785 728 1100 519 181 872 712 723 561 804 595 1298 1361 588 1458 529 746 1154 638 1160 734 21 888 1368 382 1465 954 21 816 21
split_gain=1215.6 759.935 556.42 469.739 404.519 330.779 312.289 262.836 231.697 214.671 203.222 186.714 239.69 175.636 169.477 165.893 151.16 235.82 124.443 120.574 116.575 113.624 110.64 101.758 98.3607 97.0007 96.9601 91.1171 90.9891 86.8196
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 2.1420547332082829 1.0000000180025095e-35 0.85297537480346686 -0.63779424894106762 1.0000000180025095e-35 0.57918806797634159 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 0.91186711611459204 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.9689564536147179 1.0000000180025095e-35 3.0820683777490774 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.37973282798721492 6.099786963134739 1.0000000180025095e-35 1.0000000180025095e-35 -2.7818205974049124
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 8 -1 -5 14 20 15 12 -8 24 16 18 17 19 -3 26 -7 -20 25 -18 -9 28 -2 -13 -23 -4
right_child=1 10 29 7 -6 9 11 13 -10 -11 -12 27 -14 -15 -16 -17 23 -19 21 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00042477933270814176 -0.00057646944025153588 0.00096425275030727841 0.0012202507546578035 -0.0002890193304153464 -0.00035561298089890035 -1.7952824644142536e-05 -0.00019475858864916637 0.00043465824427712071 -0.00032028607631781261 0.00051739344719712633 -0.00061743878406223451 0.00026465329673122228 0.00037720778120736725 0.00083828092436218614 0.00013352379174744574 -0.00048712463017047225 -0.00014607904855069503 -8.5655679348488656e-05 0.001592095419876551 -0.00012230690703303644 0.00049507821066033947 -0.00039901158130509445 -0.00058360954636192306 5.9441645184204248e-05 5.7736296396855357e-06 -4.6400134380772741e-05 0.0013460820133921743 0.00059195899649460749 -0.00016299681956365443 -0.0004607306326749077
leaf_count=3225 13389 317 119 3258 37771 23147 5918 4666 29102 4165 20323 6192 6249 2403 11860 28774 22564 19908 113 4169 1921 20671 6236 18985 3935 9684 101 7975 13817 30974
internal_value=0 -0.201965 -0.140998 -0.105554 -0.134678 -0.0899958 0.209957 0.22389 -0.138321 0.0959621 -0.367459 0.274488 0.0994216 0.356901 -0.0900391 -0.321023 -0.12476 -0.223518 -0.249584 -0.415223 0.0239841 -0.259309 -0.265202 -0.0460841 0.228193 -0.229721 -0.524566 0.423422 -0.28354 -0.426213
internal_count=361931 332372 232437 201344 187082 149311 29559 14262 120078 29233 99935 26334 12167 11004 90976 79612 79116 37567 50838 17659 25068 50521 50408 41549 8601 44172 13490 14167 34488 31093
shrinkage=0.00105854


Tree=280
num_leaves=31
num_cat=0
split_feature=785 67 263 257 678 712 941 728 21 728 1160 1361 1097 1147 1287 1235 1466 1022 1154 1431 1229 203 1426 497 471 1459 458 497 662 873
split_gain=994.391 710.052 505.789 501.413 316.835 272.406 226.814 196.752 174.609 177.174 164.303 215.474 149.201 143.572 142.732 134.145 133.313 131.672 195.373 117.395 99.5352 96.3407 95.7002 89.0297 87.6093 83.9546 81.6598 77.7161 73.543 72.9301
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 -0.63779424894106762 1.9607587081991176 1.0000000180025095e-35 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.95342879297703587 1.0000000180025095e-35 1.1763035833334732 -0.64316232591501354 0.69604103696988961 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.68842730247739281 1.6436232400911501 1.0000000180025095e-35 2.347769528813676 1.0000000180025095e-35 0.71505107648705846 0.86931409669296944 2.0895063784560848 -0.58271687606615485 1.3467136707454657
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 12 8 -1 7 14 -4 13 11 -7 -2 22 17 -6 19 18 -3 -5 26 -12 25 -11 -9 -10 -14 28 -17 -8
right_child=1 6 4 16 15 10 29 24 9 23 21 -13 20 -15 -16 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00038705203372753257 -0.00077149471990736827 -0.00037721453814046677 0.0012921114166134396 -0.0001972923026608799 -0.00026493672953117875 -0.00017293125939673792 0.00020915068401360746 -0.00033705157960877574 -0.00010008324814661739 -0.00040516415990302123 0.00044563355824874147 0.00033093748664990463 -0.00059486373926288805 -0.00037444282373061497 0.0001917023447676361 0.00025340595386738737 1.0413494785930394e-05 2.1713741150471199e-05 -1.3751980571936792e-05 -0.00041636400884980247 -0.00021408647856134308 -0.00015259356892403453 -0.00024061066528187073 9.3782660559866779e-05 -9.0639837365990712e-05 0.00019850477229160456 -0.00029270791284618174 0.00040630624934110288 -2.8076097861548102e-05 0.00073694079739631743
leaf_count=3225 15734 12362 238 27511 6983 6165 4351 16151 22379 30817 12483 6576 26051 13761 10107 4240 7859 32436 13488 19759 5789 1110 18541 1577 11288 4336 5778 2103 17556 1177
internal_value=0 -0.186821 -0.255647 -0.372664 -0.168894 0.187461 -0.0485843 -0.072936 -0.234229 -0.23979 0.24809 0.0909859 -0.549995 -0.175904 -0.01917 0.000594755 -0.239363 -0.0583317 -0.170926 -0.283448 -0.474807 0.395521 -0.123653 -0.374572 -0.230022 -0.0487784 -0.531004 0.0643442 0.0287186 0.326885
internal_count=361931 332372 231012 108481 122531 29559 101360 95832 91649 91411 26334 12741 53352 59017 68393 30882 55129 58286 25850 47270 37618 13593 45256 32394 27439 26715 31829 23899 21796 5528
shrinkage=0.00100455


Tree=281
num_leaves=31
num_cat=0
split_feature=681 1147 785 728 803 1431 804 1458 728 667 519 50 56 1449 1431 578 1465 677 533 1152 746 1450 1451 803 1154 21 1466 944 1455 933
split_gain=468.236 387.978 346.06 305.391 212.809 187.624 159.299 155.224 150.591 133.333 119.528 109.326 116.618 102.088 99.6544 92.6583 90.4141 87.6457 134.957 84.5448 82.7335 81.3643 80.6049 80.2531 78.2232 77.6306 76.215 71.6603 69.2868 68.6475
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.85523949479533445 1.0099929608726099 1.3537602816678871 0.20667703603638712 -0.49008176997875957 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.47799573524751798 1.0000000180025095e-35 -0.87905496296652397 0.37973282798721492 1.0000000180025095e-35 1.0000000180025095e-35 1.9060981115738789 1.0000000180025095e-35 0.031350008669292655 0.67101484684160295 3.0813325700491205 1.0000000180025095e-35 1.3785497256249488 0.18887832110550515 0.53713281317862982 3.4968546965963623 0.68806224955729689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 7 23 10 -1 16 11 12 -4 20 22 -10 -5 18 -17 21 24 28 25 -6 -3 -2 -23 -9 -13 -12
right_child=14 13 3 9 6 -7 -8 27 15 -11 29 19 -14 -15 -16 17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00070559750079699434 -0.00080302113667349284 -0.0013140741897061463 -0.00081348462680347908 -0.00040005304814956001 0.00013494658305129487 -0.00058736267250594136 0.0012374215663631687 0.00012207569027998348 0.0014908324880977006 -0.00079134630521163739 0.000755568426991548 -0.00016474566900435077 -0.00017178962028087337 -0.00012098346365806826 -0.0011092733695063578 -0.00043600455507406086 0.00019846993640270315 0.00086288085491707941 0.00080453451284647989 -0.00094122521005049638 -0.00045882768913929622 0.00011772002611377838 9.6725079336783379e-05 0.0011398884873745918 -0.00062762097681358809 0.00032339942659582321 0.0010006814397681447 0.00064776414758654574 0.0026313725750928682 -0.00047834061229316057
leaf_count=2383 20876 11477 16781 34462 24372 20095 4025 22707 2731 24831 4751 25949 17330 13352 18204 4344 9528 9132 4023 2613 24778 9341 4632 1946 11922 1787 3100 8965 186 1308
internal_value=0 -0.0562042 -0.0221772 -0.0478173 -0.00261408 -0.0393648 0.147263 -0.00867167 0.211211 -0.177477 -0.0573606 -0.0818845 -0.176107 -0.219343 -0.305073 0.264339 -0.107269 0.210937 0.0667831 -0.0151047 -0.268938 0.00775742 -0.221901 0.0875641 -0.373965 -0.279809 0.139819 0.110085 -0.0566429 0.198631
internal_count=361931 316432 254903 232290 163469 133126 30343 113031 22613 68821 81359 75300 34111 61529 45499 20230 43990 17499 8367 41189 48177 38576 27295 26318 23399 22663 12441 31672 26135 6059
shrinkage=0.00248483


Tree=282
num_leaves=31
num_cat=0
split_feature=476 959 181 470 50 785 50 705 56 1430 1436 662 1085 567 1470 1436 785 846 734 878 497 602 873 1022 487 56 728 1458 885 1469
split_gain=457.988 345.453 304.21 288.212 373.501 209.353 172.077 160.332 158.623 157.159 164.944 136.189 133.836 132.222 130.912 125.721 116.679 114.292 103.626 89.666 88.9746 87.0798 85.0932 84.0786 83.7691 83.5431 80.1546 78.9936 80.585 77.7108
threshold=-1.0099296266851885 -1.2907225086880219 2.2660174815480416 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.55630078546380823 1.0999472070578602 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.58271687606615485 1.0000000180025095e-35 1.5636217676721176 -1.1535394197080833 1.0000000180025095e-35 -0.86283290253235112 -0.37897419420699058 3.0820683777490774 1.0000000180025095e-35 2.2206245932530155 2.6455866734826223 2.242218440812676 1.0000000180025095e-35 0.53835376164420479 1.0000000180025095e-35 -0.49008176997875957 2.705011497421657 6.1053019920877674 -1.0942214043934921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 14 3 4 12 -5 8 11 26 10 -6 13 15 -7 -2 27 -11 21 22 23 -9 -13 -18 -16 -10 -17 -1 28 29 -3
right_child=1 2 -4 5 9 7 -8 20 24 16 -12 17 -14 -15 19 25 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00043931253407372098 0.00023724964470694276 -0.00027434773546288166 -0.00086884825751641257 0.00065935205646880791 -0.00060492661938010253 0.00019764504613899102 -0.00013679835202715278 0.00033223434835646378 -0.00026518386320371315 0.00095042444939150627 0.00014703286479718374 0.00016706989885764719 -0.00019764952228093128 0.0012836799804035871 -0.0014331944582928894 -0.00060253883352683079 5.8404388410407866e-05 -0.00021435491006713178 0.0017325109428461493 -0.00041156024185449026 0.0011879858418762778 -0.0012095529728244924 0.0010227842200549535 -0.00062963135826804995 -0.00071946037502801786 0.00019261871747417185 -0.0010432648423818708 0.0012599200155507702 0.0028069309589535138 -0.001225461292800972
leaf_count=7637 4220 2318 9087 11911 11637 17438 24376 12897 27772 3410 10279 26715 19810 1860 6367 9448 26391 40160 599 19397 2100 778 1458 8250 13700 3384 23071 295 81 15085
internal_value=0 -0.0375294 -0.00970769 0.00410669 -0.0808907 0.0701036 -0.219802 0.041384 -0.282739 0.0309157 -0.110117 0.0074686 -0.229648 0.151861 -0.243588 -0.334014 0.117833 -0.0356256 0.0753842 -0.294388 0.223463 0.0624953 0.0563662 -0.447392 -0.197436 -0.177494 -0.429578 -0.482741 -0.508713 -0.524556
internal_count=361931 265375 227141 218054 104195 113859 96556 101948 72180 53774 21916 86951 50421 19298 38234 30611 31858 67653 28448 34014 14997 27493 27849 14617 41472 12832 30708 17779 17484 17403
shrinkage=0.00204676


Tree=283
num_leaves=31
num_cat=0
split_feature=134 616 1307 859 785 789 861 923 728 519 401 1458 921 717 714 662 1430 1436 1430 819 1469 589 588 921 507 791 809 539 633 815
split_gain=439.543 363.776 334.245 296.891 215.64 199.451 199.162 220.706 202.965 223.369 194.84 143.747 137.654 129.467 114.279 107.901 107.458 101.099 138.951 98.0916 97.5828 93.6707 91.1514 88.8467 86.6878 85.7289 86.3936 82.4126 81.3736 76.8155
threshold=1.6445699455742113 0.57091520978742472 1.6294210021612947 -0.54135187694831066 -0.86283290253235112 1.1248358748350926 0.60551395916716055 -0.86449023226567734 -0.49008176997875957 2.1420547332082829 0.66778437295061321 1.8460070869938618 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.58271687606615485 0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2673214316849539 1.4824100882457953 0.71188872395471614 1.0525743831388839 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6814437172845389 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 14 10 8 -8 24 11 12 15 17 -14 -5 21 -3 18 20 27 -1 -10 -11 -9 -6 -17 29 -2 -23 -27
right_child=19 16 -4 4 6 -7 7 23 9 22 -12 -13 13 -15 -16 25 -18 -19 -20 -21 -22 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00082769039655546225 -0.000866082178999438 -0.0006953946146862895 -0.00061042318036416926 -8.5585463141910634e-05 8.4960021814590705e-06 -0.00044736798809750388 0.0015549546398008337 -7.0233396960425092e-05 -0.00028929236404086941 0.00016200205727814293 0.00087079609900845396 0.00042399284581331234 -1.8915293444559095e-05 0.0011882742021474834 0.00076328544420953813 -0.00070050036486268255 -0.00012566346605277464 0.00031401979790818556 0.00020095729776002769 -0.0012879837947253998 -0.0007665256501147267 -2.5667179610814618e-05 0.0014819254308395347 0.00075349064302696511 0.00080077178081983634 -0.0013230319948690857 -4.3220282985055104e-05 -0.0003561849588668002 0.001794290360883997 -0.00030296789205298835
leaf_count=936 19887 36638 29202 5593 17621 8444 2333 20176 15553 4881 11623 4250 3373 5226 9085 48179 11743 24743 11903 8589 10034 1382 1366 3341 3860 4565 12181 19592 931 4701
internal_value=0 -0.0493003 -0.0204502 0.00298845 -0.0495509 0.106611 -0.0755495 0.0844739 -0.113845 -0.15655 0.143328 -0.186181 0.0903828 0.321242 0.179663 -0.206245 -0.230947 0.0452743 -0.0589603 -0.290651 -0.249836 -0.060857 0.198656 0.0232093 0.0673898 -0.24621 -0.129549 -0.245179 0.318562 -0.306153
internal_count=361931 313863 265482 236280 159998 76282 145320 25850 119470 97989 67838 91742 56215 8599 14678 87492 48381 47616 22873 48068 10970 17866 6247 23517 21481 69626 21447 39479 2313 9266
shrinkage=0.00236129


Tree=284
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 50 712 56 686 852 1466 705 131 1470 1237 497 1304 1160 1361 896 928 200 917 1154 516 746 588 644 921 662 590
split_gain=855.67 651.463 478.088 343.953 352.648 250.061 200.999 184.885 167.73 154.081 151.475 151.19 144.762 140.169 138.387 135.308 130.39 163.009 124.313 121.261 104.968 95.4701 93.7405 91.9606 91.4628 91.2927 81.841 79.4315 79.3411 94.807
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.321975669573771 1.0747610123934368 0.67647628514450941 0.62883063453998334 -0.67630721506970115 -1.2718061674828867 1.4298092310842805 1.7001250133015622 -1.2519738572323926 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 -0.52992354128753727 -1.281871280663196 -0.65713348567575725 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 -0.34929633066952553 1.0525743831388839 -0.58271687606615485 0.58895901036483078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 12 11 9 18 -5 -3 -2 16 21 22 17 -7 19 -6 -17 -13 -4 -8 -22 -12 -14 -10 29 -23
right_child=1 7 15 10 8 13 23 -9 27 -11 25 14 26 -15 -16 20 -18 -19 -20 -21 24 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00039943774910404484 5.6590594098157617e-05 -0.00045453505781413965 -0.00062486042457105483 -1.0796814093305763e-05 0.00019720534416895949 -0.00011215663583590957 -0.00027707073682320572 -0.00056329042974208234 0.00011720868024372995 0.00017370762667339031 0.00018106428094761458 -8.1434616633899073e-05 -0.00031548541861618312 -0.00029875138355962648 0.00021204689491575952 -0.00047734187993700477 0.00044630945011478809 0.00037642245992903876 -0.00021616120447359941 -0.00011419346598053776 -0.00031267657041841803 -0.00025338958454217852 -0.00031275758323726994 -8.4866615764172602e-06 -5.8080120289781072e-05 0.00057378791116154137 -0.00056978064661724346 0.00054724878092420027 -0.00038149115250280631 0.00035229355454580597
leaf_count=3225 3216 26349 12020 21301 8480 5749 10960 22162 7944 9870 13171 11793 14011 1892 2970 7813 12624 6069 28695 17147 13736 6374 11721 14518 15956 2910 16621 2347 28658 1629
internal_value=0 -0.169278 -0.112582 -0.0604071 -0.112168 0.179911 -0.240336 -0.324898 -0.0242293 -0.0637 0.100214 -0.277654 -0.36112 0.23843 -0.212036 -0.281895 0.27718 0.131753 -0.106946 -0.00723526 -0.20577 -0.242913 -0.421315 -0.109632 -0.152229 0.236484 -0.414002 0.204773 -0.298944 -0.111662
internal_count=361931 332372 232437 171191 133809 29559 59326 99935 74483 64192 37382 77773 33848 26334 51424 61246 24442 11818 54322 25627 37505 48454 23741 25478 29692 16081 30632 10291 36661 8003
shrinkage=0.00107626


Tree=285
num_leaves=31
num_cat=0
split_feature=181 869 1464 476 50 56 1031 789 64 513 728 785 1459 644 612 1452 1450 705 188 858 21 1459 608 395 930 734 1089 540 1158 928
split_gain=431.596 355.454 223.69 208.832 171.432 231.4 158.548 150.859 142.232 126.083 155.393 127.879 120.144 115.22 103.089 100.732 168.079 90.5295 89.2407 85.0223 81.9583 80.4171 79.8505 75.8422 74.5929 71.5902 95.4353 74.0343 70.0472 68.6902
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1888330894775201 -1.316508667510939 0.55630078546380823 1.0000000180025095e-35 1.0710442084254466 1.1248358748350926 1.0148196801701652 1.0454229551509682 -0.49008176997875957 -0.86283290253235112 0.73871680408646412 -0.34929633066952553 1.0000000180025095e-35 0.15137389486705299 0.83479547028963264 0.99715813669032338 1.0000000180025095e-35 1.0825608069246189 3.0805194032280743 0.64892431932778283 0.66665475971017707 1.0000000180025095e-35 1.0000000180025095e-35 0.85494804639094091 1.0000000180025095e-35 0.35001124564692748 1.0000000180025095e-35 -0.52992354128753727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 5 13 9 19 17 10 -3 -12 14 -5 18 16 20 25 22 29 -4 -1 -2 -15 -13 26 -7 -28 -20 -6
right_child=12 6 15 4 7 8 -8 -9 -10 -11 11 24 -14 23 -16 -17 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00055099138449802101 -0.0009398412983650298 0.00019581086172173277 -0.00021597326006402769 -8.2350940210301117e-05 0.00086226039857008633 -0.00033189890846598827 -0.00071889713126946234 -0.00047957959593444426 -0.00055382928029017078 0.00027164357645738672 0.00028323937923906243 -0.00078469011803477802 -3.7599911438042867e-05 -0.00079284896848105194 -0.0011866571518270492 0.00083610208614892396 0.001408505596488036 0.00055165003961855496 -0.00061888789462645835 -8.8314247315529365e-05 0.0023359326472006717 0.00011978672360468762 -0.00022112388748188235 -0.00022323364239611187 -0.00036763765989924189 0.00048060820981322467 -3.6350714557306042e-05 0.00047527263811304271 -0.00013272313277250979 0.00036271966833123135
leaf_count=25271 21087 10708 7984 23216 8444 11908 24721 4245 6638 8788 4409 17984 10855 16276 8911 9034 1742 10776 14479 5321 252 5243 4763 8825 28088 7843 14427 9122 15071 15500
internal_value=0 -0.0389687 0.0107306 -0.0135576 0.0168562 -0.0245846 -0.151373 0.139851 0.0537472 -0.102745 -0.140145 -0.193064 -0.231969 -0.142008 -0.271358 0.219474 0.0743674 0.0852567 -0.237519 0.190365 -0.0560455 -0.187293 -0.344306 -0.250473 -0.231319 0.0435921 0.00452 0.0761411 -0.158454 0.240339
internal_count=361931 286765 192067 173055 142541 109031 94698 33510 60714 69977 61189 50481 75166 48317 64311 19012 9978 54076 55400 29265 8236 30514 25850 25101 46072 43300 35457 23549 29550 23944
shrinkage=0.00225709


Tree=286
num_leaves=31
num_cat=0
split_feature=479 1423 785 728 852 659 543 1467 648 576 727 1430 784 1453 131 746 848 1367 1430 198 747 470 1469 1357 792 1430 496 954 727 982
split_gain=418.107 352.989 285.441 280.279 216.663 180.444 144.215 128.606 116.826 107.981 106.515 103.895 98.2749 98.2247 94.6666 91.2442 90.8867 84.8797 88.4142 84.5035 79.6083 73.4156 71.1885 73.8733 69.6922 68.66 63.4473 63.1356 68.8454 62.9794
threshold=1.6834386678921571 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 0.62821384419828064 1.0000000180025095e-35 2.6212945108504591 1.0000000180025095e-35 -0.64782611375555454 1.0000000180025095e-35 0.54622893720785959 0.9594655836162902 1.257127198603895 -0.37314326152536875 1.0000000180025095e-35 -0.67085833950625362 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.66595742291584703 -1.2083100587446829 1.3962008022525787 1.0000000180025095e-35 1.0000000180025095e-35 -0.63545046059729038 6.099786963134739 1.0000000180025095e-35 3.5955928533842081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 6 7 8 9 -4 25 13 24 14 -3 -16 29 18 -10 -2 -18 -22 -11 -24 26 -1 -6 28 -7 -5
right_child=19 11 3 16 12 27 -8 -9 17 22 -12 -13 -14 -15 15 -17 20 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028941878881959628 -0.00052928557401353484 -0.00093216729715259628 -0.00036470154352749638 -7.3075606955783093e-05 -0.00016587460192413509 3.4434126356582928e-05 -0.00045263629475544577 0.00099321986285171981 -0.00044364483305498186 0.00055068579801028066 0.00071091267567212617 -6.4934823990115369e-05 0.00092022884690446836 0.00014909774446638367 -0.00076842130749433146 -0.0002082586540440426 -0.00063304179516553984 0.00048724026249884108 0.00032365806121692942 -0.001103879885148568 -0.00038251412256443319 0.00035380539874336906 4.4670812697846415e-05 -0.00062193338789179602 -3.341033048978927e-05 0.00046068938980784363 0.00078949925063636088 0.0020002406388682191 -0.00056462900215969373 0.0035322390279428875
leaf_count=4591 34926 17709 18832 16861 1978 5074 13601 2798 6360 4660 13125 13013 5435 4223 13551 14706 31377 16428 7058 10560 16191 3395 43822 4061 8245 4524 5437 179 19120 91
internal_value=0 -0.0463753 -0.0130769 -0.0362565 0.00673037 -0.0234065 0.00987709 0.0342641 0.0217351 -0.0239244 0.201611 -0.197891 0.193 -0.246786 -0.278787 -0.203731 -0.162201 0.128135 0.000263907 -0.292913 -0.211261 -0.102074 0.021655 -0.00300931 0.110871 0.0421107 0.251785 -0.186598 -0.19689 -0.0215728
internal_count=361931 316445 253243 231003 163088 141993 117620 104019 101221 71375 22240 63202 21095 50189 45966 28257 67915 29846 13418 45486 50963 19586 52543 47883 15660 9115 7415 24373 24194 16952
shrinkage=0.00221409


Tree=287
num_leaves=31
num_cat=0
split_feature=785 728 1238 852 125 395 727 595 896 1235 21 1309 784 746 706 332 194 21 21 326 1466 43 1470 692 727 846 513 402 543 478
split_gain=996.747 703.409 516.681 344.254 286.961 282.003 266.384 192.679 176.778 161.792 153.655 160.274 143.914 134.977 130.679 112.221 109.504 111.522 105.9 105.295 100.69 99.261 92.8516 91.4465 90.5707 89.6501 89.3059 88.8349 86.1479 85.3535
threshold=-0.86283290253235112 1.0000000180025095e-35 0.46340146005616162 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 -1.24934742919911 -3.9164670491403295 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 0.62672487627420737 1.0000000180025095e-35 1.5271592296785539 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 0.67647628514450941 1.0000000180025095e-35 -1.1535394197080833 -0.97604641915355106 1.0000000180025095e-35 0.55868296782514293 1.0454229551509682 1.0000000180025095e-35 1.0000000180025095e-35 1.3930357108364988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 24 14 10 13 22 -3 15 23 -6 -1 19 17 -11 29 -12 21 -7 -4 -5 -2 -19 -25 -17 -10 -8
right_child=1 7 9 12 8 20 18 -9 28 16 11 -13 -14 -15 -16 27 -18 25 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00024643903217488856 -0.00015876115202923829 0.001261564807506745 -2.8991246440043269e-05 -0.00031466394571218496 -0.00011080779244815035 -7.3300133203612494e-05 0.00025075559085637231 -0.00054346379474860774 -7.8717842212972647e-05 0.0014458618602132163 -0.00065178040853370309 -0.000148345901556904 0.00044163762237798177 0.00014239678791629231 0.00015307588393959309 -0.00035768148508229681 0.00017210201704882244 -0.00018773795481128458 0.00048377956528955805 -0.00035344257706199458 0.00016871509143172013 -0.00037893660133225761 -0.00046006725721637492 6.2977365209305753e-05 -0.00044405216717544011 -0.00045252247177047584 0.00047750403835706033 -0.00010965108842300549 -0.0003691484863905611 -0.00042349216610405963
leaf_count=5567 7296 200 2572 2181 11505 22017 6078 20323 34915 124 12551 22933 5303 27857 6984 20019 2741 32134 10115 14516 5075 5871 24389 11526 22248 7493 2155 9393 5035 815
internal_value=0 -0.173531 -0.114623 -0.0554678 -0.0929455 -0.204427 0.20222 -0.334711 -0.0175657 -0.275611 -0.289223 -0.29524 0.176047 0.0736788 -0.0129221 -0.36285 -0.197618 -0.228939 0.360894 -0.477325 -0.0837551 -0.133006 -0.417903 0.0794617 -0.374074 -0.236548 0.136071 -0.274694 -0.112664 0.175539
internal_count=361931 332372 232437 162984 141819 62507 29559 99935 79312 69453 79612 79412 21165 39362 12551 56479 42492 39751 17008 27067 32963 27888 26961 15862 29544 39627 13681 29412 39950 6893
shrinkage=0.000991124


Tree=288
num_leaves=31
num_cat=0
split_feature=785 728 1100 263 395 727 200 616 470 519 872 471 464 1466 597 727 852 706 727 804 547 126 1022 1085 376 1459 821 614 21 832
split_gain=853.77 673.883 461.116 372.298 401.509 247.101 215.374 180.414 177.027 162.834 147.372 146.51 142.856 135.177 133.793 122.127 117.243 116.415 115.534 104.086 100.916 95.7374 95.5865 118.849 92.3425 91.6971 89.1533 88.946 83.0226 84.5185
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.97734522064874174 0.57091520978742472 1.0000000180025095e-35 2.1420547332082829 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 0.67647628514450941 0.4590488840311347 1.0000000180025095e-35 -0.22706799479215015 0.82104289547369691 1.0000000180025095e-35 1.3537602816678871 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2189113891555967 0.84568063206599431 -1.0305144854359449 -0.44567324718331602 -3.9164670491403295 -0.31774903318306902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 14 17 25 9 12 10 21 28 -3 16 18 -11 -6 -1 -2 -12 22 -8 23 -7 -17 -5 -13 -18 -10 -30
right_child=1 8 -4 6 13 20 7 -9 11 15 19 26 -14 -15 -16 24 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00024343448996555722 -0.00021015971762064947 -0.00065921197797955751 -0.00041860072074578796 -0.00023416813838583235 -0.0002844872746395639 -1.5205776565321216e-05 -0.00010825677127248853 -0.00019774013423516008 0.0013916334184442783 -0.00016986338025837248 0.00018593507861797482 -0.0004871410232070575 -0.00036739804721521428 0.00020145488775119371 -0.00017006707253945527 0.00036484667175756222 -0.00023548919625628157 0.00017611347669478923 -0.00056868715890816409 0.00077712326267613215 -0.00028651940367726929 9.0583862432664126e-05 0.00058016499329055981 0.00052828916385221959 0.0010159421615701795 0.00010671772654755824 -1.9960620679858596e-05 5.3829713884221291e-05 -0.00024532493721686564 -0.00048961709997855855
leaf_count=6473 7817 22241 31093 24567 15486 3952 22541 12981 107 1748 9711 3204 26330 7554 11513 6690 8487 6078 24447 1476 1040 23066 8458 3558 1054 4716 13317 17490 16035 18701
internal_value=0 -0.167875 -0.110104 -0.0778389 -0.180799 0.181123 -0.00270087 0.0475993 -0.32616 0.0858996 0.0456745 -0.241389 -0.432138 -0.0621316 -0.347447 0.311873 -0.109135 -0.0261222 -0.428627 0.240044 0.33504 -0.00418472 0.373416 0.216635 0.409113 -0.156606 -0.0838503 -0.0280665 -0.326336 -0.333759
internal_count=361931 332372 232437 201344 92794 29559 108550 79267 99935 66286 56794 51364 48571 49017 43777 9492 41463 12551 32264 11187 17008 45607 15968 7510 7744 29283 16521 25977 34843 34736
shrinkage=0.00111684


Tree=289
num_leaves=31
num_cat=0
split_feature=785 728 1100 519 181 784 921 712 723 746 878 595 588 407 1022 1154 1309 21 746 730 1160 21 792 382 740 1466 816 1469 1430 1193
split_gain=954.257 739.566 528.836 400.029 367.262 303.008 278.447 258.466 237.754 215.32 329.761 199.665 162.555 160.41 150.489 195.613 148.065 149.839 143.306 111.069 99.9106 97.9795 95.5742 93.8899 92.3053 90.0701 87.3414 85.1491 100.117 84.7169
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 2.1420547332082829 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 -0.68422620775809573 1.0000000180025095e-35 1.0000000180025095e-35 0.29878677988246938 -3.9164670491403295 1.0000000180025095e-35 -0.33215574005720661 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.57156622312866312 6.0906794990390116 -1.2673214316849539 1.0000000180025095e-35 4.2386806022684906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 9 19 -1 -5 10 20 16 23 -11 15 -9 17 -3 24 -7 26 -16 -15 -10 -19 -12 27 -2 -29 -13
right_child=1 11 -4 8 -6 6 -8 14 12 13 25 29 -14 22 21 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00035511602323608503 5.2157967575709626e-05 0.0011946497752476364 -0.00038280797847246319 -0.00023920468350513871 -0.00028917715363174399 -5.5314094499694778e-05 0.00049302488814423589 -0.00012290641915149183 0.00040716829149760726 -0.00018330612407593474 -0.00011320208408800506 -0.00055738505202094731 0.00076654073804012025 0.00014652817593649732 0.0002112664656416115 0.00035022478280354453 -9.2587359964099123e-05 -0.00060451294118195613 -0.0002452872343596523 0.00026009063914030094 -0.00015985519628729231 0.00053568433763656305 -3.6421740867535929e-05 1.6654632128062653e-05 -0.00034903917136396191 0.00016664010382690269 0.00090928269173817257 -0.00063118686300889866 -0.00028302533350236164 0.00093115472533549231
leaf_count=3225 1141 199 31093 3258 37771 17329 5624 6670 4666 19443 25711 20167 2403 17098 5945 5981 13914 14425 34363 5782 6383 7738 26057 3935 16711 5344 153 13837 5409 156
internal_value=0 -0.167735 -0.107232 -0.0725728 -0.0997835 -0.0570453 0.124729 0.200357 0.232513 -0.103014 -0.198934 -0.333133 0.359169 -0.0254551 0.259496 0.107538 -0.286722 -0.333858 -0.341243 0.0237016 -0.387722 0.400111 0.0368343 0.235031 -0.460884 -0.0639464 -0.469962 -0.485812 -0.526255 -0.550476
internal_count=361931 332372 232437 201344 187082 149311 28735 29559 14262 120576 57978 99935 11004 62598 26334 12651 79612 65698 65499 23111 26923 13683 43155 8601 31136 31055 20540 20387 19246 20323
shrinkage=0.000983525


Tree=290
num_leaves=31
num_cat=0
split_feature=1238 519 785 728 784 921 728 1459 1469 588 727 62 727 595 947 953 382 529 1298 1430 927 727 1470 1463 930 789 575 1099 1465 990
split_gain=431.052 348.6 339.793 308.164 260.228 200.241 191.471 179.483 160.323 158.252 130.955 126.993 126.244 123.257 107.857 137.599 104.132 102.088 99.1228 155.346 89.1148 86.7348 86.0012 85.2605 79.8524 77.6234 84.2496 77.4846 77.0896 76.6733
threshold=1.6236383842237581 2.1420547332082829 -0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.49008176997875957 0.71505107648705846 -0.88964864486721928 0.71188872395471614 -1.1275738623161491 -0.67845511463764618 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 -1.5722412400100421 0.068550307298219079 0.093599294775546141 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 0.98842746550066363 3.9123359101615605 1.09266583130301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 7 10 -3 8 22 16 24 -10 -1 17 15 -2 25 23 19 -13 -11 -7 -4 -5 -6 26 -8 -20 -9 -23
right_child=14 6 3 13 5 21 9 28 11 20 -12 18 -14 -15 -16 -17 -18 -19 27 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.4268813537749085e-05 -0.0015469823637963512 -0.00057778698375747636 0.00052133672846306988 -0.00045822083652829288 0.0011512610679689165 -0.00030668654037235957 0.0003388387268002806 0.00012895216614961872 -0.00070361305110423864 0.0018708245635696784 -0.00012971309611854495 -0.0009555069008312108 0.00069084980302248564 -0.0010471809824566533 -0.00044347876273508535 -0.00061862216589001623 -4.959243741331987e-06 -0.00076149953359956634 -4.7095562887827721e-05 -0.0001965714612282948 -0.00033376952146835101 0.00091730798266466136 -0.00012823313598250721 6.819692591967517e-05 6.6030425942385844e-05 -0.00035786253274261806 0.0014986217206533388 -0.00088088757076027792 0.0017715220319460944 0.002203323597733823
leaf_count=10304 13382 3499 7017 28241 3926 1061 2476 23571 30839 3061 20792 15248 14212 15683 23187 12929 6547 22446 34797 17180 501 4141 19419 13735 3167 1069 3793 3649 686 1373
internal_value=0 -0.047388 -0.0680953 -0.0920574 -0.0486962 0.1095 0.195786 -0.0872969 -0.12007 0.278046 0.0302296 -0.159854 0.154181 -0.215467 -0.285253 -0.403378 0.180716 -0.175553 -0.11353 -0.204521 0.634802 0.411705 0.0216827 -0.113486 0.270042 0.339883 0.423692 -0.0460469 0.0725714 0.505006
internal_count=361931 312433 291487 266971 186866 34460 20946 152406 128149 17447 27885 101713 24516 80105 49498 26311 13885 64422 70874 32428 3562 6575 26436 41976 7093 7338 6269 38446 24257 5514
shrinkage=0.00248319


Tree=291
num_leaves=31
num_cat=0
split_feature=184 1445 617 785 941 1442 728 470 1464 947 928 647 590 846 1459 1022 1016 906 896 791 804 816 50 470 1461 1361 1367 1292 43 784
split_gain=416.064 265.749 221.331 202.207 206.808 185.34 182.141 157.729 130.769 112.898 112.13 104.857 165.126 98.924 92.0093 84.1149 123.242 80.3876 78.1941 77.7151 76.9358 74.0137 73.5286 91.1672 72.524 71.4822 83.2822 76.9159 70.3118 69.3593
threshold=1.0000000180025095e-35 1.3475299883120082 1.6614250791469047 -0.86283290253235112 1.9607587081991176 -1.2625182715263061 1.0000000180025095e-35 1.0000000180025095e-35 1.5993600128483978 1.0000000180025095e-35 -0.52992354128753727 -0.87782724458594241 0.58895901036483078 0.29736867676700723 0.55110117980312012 1.0000000180025095e-35 1.0000000180025095e-35 -0.96567040162298634 0.73822046824604237 1.0000000180025095e-35 1.3537602816678871 6.0906794990390116 1.0000000180025095e-35 1.0000000180025095e-35 1.4098417307792441 0.55035703183932794 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 22 6 24 8 9 10 -7 18 12 -8 17 -13 16 21 -9 29 -17 -6 -12 23 -1 -2 26 27 -3 -19 -5
right_child=2 25 -4 4 20 7 11 13 -10 -11 15 14 -14 -15 -16 19 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00025349328350835853 -0.00074914856709306971 -0.0011868661815632306 -0.0008757848950067857 0.00017598360708555991 0.0004266219439778789 -0.00073399126235920936 -0.00020032973764224539 0.00060704765801330356 0.00058775881331776456 -0.00020386752428413267 -0.00071605565797934923 -0.00050551975885530667 0.0020674400471585716 -0.00042141562595352801 7.3411786861366719e-05 -0.00010938621590475633 -6.4276054067125539e-05 0.0001110133043580472 -0.00031809419538376136 0.00031940650181960095 0.0014560874743473344 0.0021869133864025228 0.00077013240979510115 0.00063582616670579634 0.00018698032959370655 1.8993787152700212e-05 -0.00030972896610399606 -0.00040173226718365023 -0.00045498984547513775 0.00071841800210800005
leaf_count=4244 25504 9060 23392 23963 7223 19103 2548 5144 7382 21768 13960 36494 888 10186 7819 28827 17230 22905 5259 11511 1581 149 8605 4593 2194 6553 16825 5426 6148 5447
internal_value=0 -0.0163296 -0.169853 0.0135172 -0.00947274 -0.134197 -0.0276675 -0.0877087 0.0137632 -0.193591 -0.00523724 -0.14819 0.2102 -0.00696139 -0.179544 -0.0523833 -0.138237 0.0442132 0.0889446 0.00583589 0.283938 -0.304493 0.217572 0.0905893 -0.303813 -0.193051 -0.241736 -0.382519 0.00190951 0.128678
internal_count=361931 225587 136344 187723 170281 112952 161477 85254 113728 40871 106346 47749 3436 44383 44313 71677 31339 34197 34669 40338 8804 14109 17442 8837 27698 37864 31311 14486 29053 29410
shrinkage=0.00219885


Tree=292
num_leaves=31
num_cat=0
split_feature=785 728 479 1423 519 872 1431 727 597 727 319 1467 470 714 1091 1154 402 706 50 791 21 1450 803 1470 588 507 608 1016 478 927
split_gain=945.51 722.276 514.319 419.055 322.893 305.767 257.311 256.187 197.937 191.861 185.778 158.575 157.172 132.326 134.897 185.967 128.246 125.206 110.149 106.566 104.572 104.357 100.927 97.8664 97.7155 89.7117 86.9233 114.523 84.0004 83.6258
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6834386678921571 1.0000000180025095e-35 2.1420547332082829 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 1.3592535390735871 1.0000000180025095e-35 1.0000000180025095e-35 2.6212945108504591 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 0.88343564287383192 3.0813325700491205 -1.2126727935954851 0.71188872395471614 1.0941628986121894 1.0000000180025095e-35 1.0000000180025095e-35 1.3930357108364988 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 11 17 22 -6 12 13 18 25 15 21 -14 -1 -3 -16 28 -15 -7 -8 -11 -2 27 -25 -9 -19
right_child=1 10 -4 -5 9 8 23 20 -10 24 -12 -13 16 14 19 -17 -18 29 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00024149289051350739 4.6736431204257909e-05 -0.00046856765749387052 -0.00039217935048667981 -0.00027050328433865978 -0.00021310929595946826 9.9563644684534247e-06 7.7975555464849286e-05 0.0002389350258895511 0.00048945010608617099 0.00027704206986628915 -0.00053108169452667573 0.00047324699614828618 -0.00028582585611209113 -0.0004817634755983603 -8.5797920048878939e-05 -6.0210279574670422e-05 -4.3894133852246219e-05 6.867624882687358e-05 -0.00020074197835041429 0.00016780653567454842 0.00046820337495937268 0.00011626072749248933 0.0004476451294618716 -0.00055898307691210926 0.00072931223150599826 0.0004883046027342687 -0.00017473657509621391 -0.00023060263197337061 -0.00042258937119198873 0.0006868205737454551
leaf_count=5567 15067 28908 29168 40181 2504 23285 3740 6078 4127 7165 20386 2117 27172 11218 21982 13778 13881 6164 9588 8471 10115 1419 1984 9386 2012 1918 21843 11072 815 820
internal_value=0 -0.170904 -0.111146 -0.0782997 -0.0347324 -0.061663 -0.108142 0.195266 0.118146 0.266049 -0.334256 -0.0378816 -0.289116 -0.054197 -0.101067 -0.21362 -0.201659 -0.0155678 -0.399508 -0.0149381 0.351156 -0.416199 0.0490675 -0.234115 0.387183 0.101822 -0.264088 -0.370737 0.166846 0.148115
internal_count=361931 332372 232437 203269 163088 151407 122011 29559 29396 11681 99935 75970 79549 73853 56868 26415 41053 12551 38496 30453 17008 12637 25269 46041 9177 16985 42301 20458 6893 6984
shrinkage=0.000979986


Tree=293
num_leaves=31
num_cat=0
split_feature=785 125 50 1362 62 471 712 194 728 1469 1298 1361 519 747 21 1026 1470 1442 56 652 846 1160 933 21 50 789 194 955 1085 885
split_gain=641.211 513.147 520.353 266.986 246.228 232.042 223.701 183.431 195.586 182.353 156.745 202.059 145.679 126.069 118.742 114.094 110.545 104.722 99.7974 99.6697 91.534 91.4639 88.2641 85.8936 82.6764 80.4463 79.8641 77.3446 76.9857 80.3364
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 -0.37712515092315846 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -0.49008176997875957 -0.61819632934197222 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 0.34871943973277292 -3.2545899522946695 1.0000000180025095e-35 -1.2126727935954851 -0.962738934255707 1.0000000180025095e-35 -0.55024281929118113 -0.2867456208923545 0.68536004617275303 0.68806224955729689 1.0000000180025095e-35 0.55630078546380823 1.1248358748350926 1.5271592296785539 -0.56067130660624642 1.0000000180025095e-35 6.1053019920877674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 9 14 25 -1 8 -6 19 11 -8 17 -9 -2 20 -5 -7 -16 -4 -11 28 -14 -12 -18 27 -19 -3 29 -10
right_child=1 5 3 16 7 12 10 13 21 15 23 -13 22 -15 18 -17 24 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00059126811498380291 0.0011687493287409721 -0.00016267107272997138 1.590281368829539e-05 -8.9096699771618962e-05 -0.00027898338896241334 -0.00042588126766282552 -0.00044216546852400698 -0.00047238426032004607 -0.00081806360476054324 -0.00023320511090386473 -2.8562624205242225e-05 9.2105450053340949e-05 0.00022795531262430563 -0.00019789481531944995 -0.0008547011771414619 -0.0006131939946820076 -0.00057131104713025772 -0.00021498564968868423 -0.00060421833633318288 -0.00023545195998491358 -0.00041544131413958095 -0.0003931421388195409 -0.0002973766056961733 0.00030202306606204766 -0.00039817620968724161 -0.00062313843028905186 2.8251109685140488e-05 -0.0003987951530557989 -0.00057620810358959679 0.0011681487326449891
leaf_count=3225 120 8603 9703 3165 8237 7036 5918 19615 20118 25920 6192 6249 6005 11467 20253 7356 30624 16662 16933 21013 23321 5358 1663 7975 22828 4768 7872 20471 13187 74
internal_value=0 -0.368462 -0.414147 -0.335645 -0.526176 -0.224307 -0.0602613 -0.462166 -0.554049 -0.267647 -0.000158061 -0.163234 -0.125659 -0.347054 -0.68397 -0.336949 -0.448507 -0.18446 -0.693355 -0.146443 -0.303616 -0.624464 0.110366 0.145414 -0.471755 -0.349751 -0.128242 -0.30989 -0.671759 -0.768406
internal_count=361931 332372 259292 143930 115362 73080 29559 78056 46974 87313 26334 12167 39238 31082 37306 56597 56617 31570 37186 30716 49241 38737 7668 14167 53452 33842 24534 29074 33379 20192
shrinkage=0.00104862


Tree=294
num_leaves=31
num_cat=0
split_feature=888 1362 56 188 785 1221 1470 519 1216 1469 728 660 1012 588 1375 1027 272 652 816 713 921 783 21 62 1091 1464 1357 478 1459 1467
split_gain=418.875 353.505 283.927 441.877 222.279 171.646 159.042 139.738 132.666 128.81 112.557 105.736 98.8827 93.0574 92.4012 89.7253 88.045 87.0889 86.3673 105.947 79.2806 89.6978 78.4091 78.7889 92.4114 76.4928 72.4433 77.3425 72.121 69.4851
threshold=1.0000000180025095e-35 1.0087403405179345 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -1.319112866592808 2.1420547332082829 1.0000000180025095e-35 -0.62606451240067507 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 0.71188872395471614 0.59806352348768188 1.0000000180025095e-35 1.3643217266306855 -0.98896428961744431 0.98567350059335823 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 -3.2545899522946695 -0.97978507835213413 0.69009342306031496 1.0388566758402207 1.0000000180025095e-35 0.9693631818288021 0.56021468981034472 1.4788072840855835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 15 7 -1 8 17 -5 -9 -8 28 -12 -11 -4 26 -6 19 -19 -21 -22 -13 -24 29 -7 27 -2 -3 -25
right_child=16 12 4 9 5 25 11 10 -10 14 13 22 -14 -15 -16 -17 -18 18 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00041573667032932166 -0.00024334179324823904 -0.00049988472424429423 0.00090690494053756844 0.00029273457439738356 0.00055141699012576165 -0.00034001215660048003 -0.00031204917115946877 -0.00040190326832332287 -0.000372033912893946 -6.7962629144494434e-05 0.00054073799730952003 0.003412283600296182 -0.00089403242053700876 0.0015981986576696283 -0.00072101815481416748 1.2783192039800087e-05 -0.0011206152637780607 0.00042100267319203404 0.00042903661100793624 -0.0002353586364887112 0.00015112625072579442 0.0019763684807798955 -0.0014794122900614046 -0.00098552605468923927 -7.546417490199326e-05 0.00033243401529861014 -0.00086904772453180192 -0.0011741837188891881 0.00013930820869799895 0.00013893779664603565
leaf_count=3115 17453 25941 9203 21918 9109 34209 12963 2075 16301 36717 7674 76 17021 2082 6921 3369 12242 9319 10497 32754 5593 601 7937 25225 3956 4171 13286 3217 5279 1707
internal_value=0 -0.0550264 -0.0266293 -0.108586 0.0312815 0.00644136 -0.273531 0.0518102 0.0209177 -0.000428696 0.247652 -0.309404 -0.234723 0.332779 -0.068726 0.28656 -0.28943 0.057739 0.028369 -0.0105788 -0.0592175 0.149679 -0.375711 -0.382171 -0.334753 -0.111992 -0.235773 -0.156887 -0.164527 -0.389976
internal_count=361931 315733 267492 120535 146957 134385 54979 96005 84174 65556 11831 51864 48241 9756 43638 12572 46198 67873 58764 48267 38948 6194 38901 38825 30888 38380 33956 20670 31220 26932
shrinkage=0.00232985


Tree=295
num_leaves=31
num_cat=0
split_feature=785 728 1238 125 50 712 595 56 596 1235 21 1309 1454 1160 1361 1470 219 746 789 539 858 194 21 1470 740 689 846 21 576 516
split_gain=988.529 659.795 478.01 332.782 308.804 262.603 200.7 197.596 168.234 157.078 152.607 155.316 139.186 135.192 167.606 132.262 131.694 127.923 116.876 110.39 115.116 108.028 106.442 93.1581 91.4072 87.9989 87.5988 86.1641 80.9487 79.6725
threshold=-0.86283290253235112 1.0000000180025095e-35 0.46340146005616162 0.58518330826110332 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.9758895415007218 -1.24934742919911 -3.9164670491403295 0.29878677988246938 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 -1.2836328422603671 -0.79437849184306197 1.0000000180025095e-35 1.1248358748350926 0.6695026854463163 1.0825608069246189 1.5271592296785539 -3.2545899522946695 -1.1535394197080833 1.0000000180025095e-35 -0.4288425582216272 0.55868296782514293 1.0000000180025095e-35 -0.64782611375555454 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 10 15 12 23 -3 17 28 14 -7 -2 -5 24 19 -18 -21 22 -11 -4 -12 -19 -24 -15 -6 -9
right_child=1 6 9 16 8 13 -8 29 -10 21 11 -13 -14 27 -16 -17 18 25 -20 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002994329659984269 3.6760116156637281e-05 0.0010209754245969515 -2.3722155772932477e-05 -0.00012598171682517303 -0.0002439463060363538 -9.910547249550955e-05 -0.00044744780481026716 -0.00020351169554474861 0.00028719428746979135 0.0011407197896480023 -0.00049313335065519345 -8.0363819343233983e-05 2.8495818762906809e-05 0.00017232422697127016 0.00025945933793412011 -0.0003347849563776074 2.5558048069360495e-05 -7.0022617874181101e-05 -0.00011058104319798121 0.0002849905319865124 -7.9940980379811509e-05 0.00013471686952047323 -0.00015651097802010634 -0.00037562870747350299 -0.00028448305920611498 -0.00026433771754149352 -0.00036962836138530346 0.00042290187626505303 -7.0788499746919723e-05 -5.6905640298583485e-06
leaf_count=3225 2938 200 2572 7382 10685 6165 20323 9632 3734 124 14425 13913 30494 5902 6576 29300 10336 9378 4793 13503 2406 2741 32134 24389 16711 24985 7493 7691 24785 12996
internal_value=0 -0.180839 -0.123844 -0.0670552 -0.121308 0.193869 -0.336871 -0.245429 -0.0367354 -0.278739 -0.290401 -0.296399 -0.0612265 0.25363 0.110487 -0.364614 0.0872038 -0.344831 0.139518 0.18915 0.286244 -0.201965 -0.233041 -0.419081 -0.458034 -0.258411 -0.240479 0.38789 -0.148773 -0.106361
internal_count=361931 332372 232437 162984 124564 29559 99935 54866 69698 69453 79612 79412 65964 26334 12741 32238 38420 65499 31038 26245 15909 42492 39751 26961 31136 34363 39627 13593 35470 22628
shrinkage=0.000807014


Tree=296
num_leaves=31
num_cat=0
split_feature=1097 269 1444 852 785 1361 884 332 464 723 816 21 871 1455 1463 1469 21 791 864 1292 1367 1455 616 1454 1367 1430 326 705 1467 1449
split_gain=414.772 345.111 292.371 226.556 211.595 211.061 199.102 186.64 253.72 167.693 163.911 138.644 120.689 113.824 110.013 102.074 99.0088 97.1592 103.888 89.855 115.214 87.8065 87.6967 83.8426 82.9923 93.4926 81.1704 75.6432 73.6311 74.7098
threshold=-0.95342879297703587 -1.2832447556410924 1.0000000180025095e-35 1.0747610123934368 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0570063487222232 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35 0.5242327265902369 1.8172976979801614 -1.0352100314532211 -2.7818205974049124 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.80851755981579754 1.0000000180025095e-35 3.8331818028246452 0.61047007421192445 1.0000000180025095e-35 1.0000000180025095e-35 1.215584911221339 2.7970633290015203 -0.49432450522050975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 15 3 4 19 6 -1 8 9 -6 -9 13 22 14 -7 -2 -17 18 -12 20 -3 -8 -4 -13 25 -11 -18 -5 29 -15
right_child=1 2 12 27 7 11 21 10 -10 24 17 23 -14 28 -16 16 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012820164681666898 -3.6661136819795338e-06 -0.00035369370396884153 -4.7179460314069891e-05 0.00037922965791581755 0.00027166256573964539 -0.00029717893174474071 -0.00061730442433487144 -0.00023283680832385749 1.3893780073049827e-05 -0.0011602219133845448 0.00023022600200864972 -0.00048068130035703227 -0.00082274274799434648 -0.00048324517475557328 0.0011184091747815463 0.0031892304823321173 -0.0010024807620601949 0.00055853597696343276 -0.00031675593563560827 0.00079743030735998882 0.00060372782950663252 0.00026974024526326361 -0.00052900071602623804 0.0014364277564942935 -0.00017120404114779586 -0.00050116791262017058 -0.0004712295030033551 0.0011601131576474276 0.0025959141903830491 0.00082057219937181917
leaf_count=18136 6390 4274 20167 19202 4483 16358 19410 23369 31145 15521 28385 39968 11254 1353 1298 110 13597 11300 8033 7914 5277 3008 14392 404 4608 9171 17148 2525 317 3414
internal_value=0 -0.036855 -0.00797544 0.0285398 -0.000295081 -0.20596 -0.352751 -0.0287301 -0.118011 -0.269538 0.0372797 -0.131427 -0.164307 0.00869879 -0.0822573 -0.241297 -0.300177 0.0997628 0.0508554 0.206242 0.0770528 -0.222493 -0.105899 -0.208758 -0.339646 -0.401334 -0.309846 0.217778 0.283735 0.211939
internal_count=361931 258265 221020 175207 153480 103666 40554 136015 64928 33783 71087 63112 45813 22740 17656 37245 30855 47718 36418 17465 9551 22418 34559 40372 29300 24692 30745 21727 5084 4767
shrinkage=0.00218017


Tree=297
num_leaves=31
num_cat=0
split_feature=785 548 728 125 50 712 596 194 1357 150 1022 1016 21 821 470 789 727 470 1469 539 471 1047 464 597 21 858 188 900 747 885
split_gain=985.631 667.146 537.789 381.61 316.53 264.719 192.717 179.901 174.259 158.535 152.109 195.322 149.835 147.627 139.875 139.679 131.591 127.842 117.372 117.296 115.743 108.997 107.97 103.847 98.5931 93.6185 93.4607 92.3817 87.8532 80.2448
threshold=-0.86283290253235112 1.3419342387057427 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 -0.63779424894106762 1.9758895415007218 1.0000000180025095e-35 1.0000000180025095e-35 -0.572229863602436 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 -1.0305144854359449 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 -0.81490090580954255 0.6695026854463163 1.0000000180025095e-35 -0.62055919587111241 1.0000000180025095e-35 2.2594581941160397 1.0000000180025095e-35 1.0825608069246189 1.0000000180025095e-35 1.8237275434728 0.34871943973277292 6.7447596507476248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 8 16 18 -5 11 -7 -3 -4 22 19 -2 26 -6 -11 -19 -20 -14 29 -12 -21 -15 -23 -9 -18
right_child=1 12 13 9 6 10 -8 28 -10 15 24 -13 14 17 -16 -17 23 20 21 25 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00026428429110657672 -9.3365720562778876e-05 0.00090630891741944378 -0.00032534608801477273 -7.3049279666246715e-05 0.0001054006420179644 -9.2578475533741447e-05 0.00023963054784692509 -0.00016694312485337806 -0.00014936261411766208 2.8836460025289024e-05 0.00014991437734827845 0.00024897217586574067 -0.00047861475724559911 -0.00036581020398407453 -0.00021469766751072497 -0.00011059299280410587 -0.00034512281038366009 -0.00018395399607793128 -0.00018538630519545219 0.00026078043453036038 3.6563060204279459e-06 -2.5651881347358005e-05 -0.00027827227397028746 9.4280359957283664e-05 0.00038517628268318468 -3.4731722327466893e-05 -0.00017560374083116806 0.00031789363322041293 1.3684680362367423e-06 0.0011210912079623997
leaf_count=3225 8576 171 22221 14005 12846 6656 4322 15153 28088 10075 5945 5995 17104 12540 33173 4717 26234 17447 9715 13152 11794 23909 15753 1202 7738 2310 15550 1535 10715 65
internal_value=0 -0.178599 -0.135965 -0.0799572 -0.134542 0.195081 -0.0548888 -0.253111 -0.0794297 0.0740555 0.254981 0.102444 -0.389417 -0.291489 -0.396631 0.149574 -0.362771 -0.237028 -0.00865741 0.204598 -0.145173 -0.0698471 -0.515253 -0.442962 0.396336 0.306002 -0.35013 -0.00490064 -0.131297 -0.477241
internal_count=361931 332372 266171 186619 142360 29559 80415 61945 76093 44259 26334 12651 66201 79552 66030 30254 36077 57331 48005 25537 29241 35159 32857 27501 13683 15462 28090 25444 25868 26299
shrinkage=0.000711435


Tree=298
num_leaves=31
num_cat=0
split_feature=785 67 263 257 1235 712 705 728 784 1097 1298 1361 341 921 21 519 1431 497 1459 595 1469 1426 1229 21 652 582 816 21 736 21
split_gain=954.504 688.383 505.863 482.926 306.307 249.227 243.461 212.663 180.066 146.703 143.56 192.829 142.381 141.266 137.304 125.958 125.765 122.952 120.497 112.054 105.039 101.985 99.9014 87.4753 87.3293 96.9421 86.7519 84.2095 83.357 82.0503
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 -0.63779424894106762 0.83440877527505686 1.0000000180025095e-35 0.9594655836162902 -0.95342879297703587 1.0000000180025095e-35 1.0000000180025095e-35 1.6369401821412268 1.0525743831388839 -2.9709283393608152 2.1420547332082829 1.0000000180025095e-35 2.2841970610333457 0.71505107648705846 1.0000000180025095e-35 -0.48837130887337593 1.0000000180025095e-35 0.68842730247739281 -2.7818205974049124 -0.98896428961744431 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 9 21 -1 12 8 15 -2 11 -7 18 -10 -5 20 28 24 19 27 -3 23 -11 -4 -8 -26 -9 -6 -16 -12
right_child=1 7 4 14 6 10 17 26 13 22 29 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00033505460355253471 -0.00069803920629063856 3.2831707581249769e-05 0.0013295224137512122 0.0013332728214266616 0.0014121674895072858 -0.00015125518161921507 0.00035007518750836922 -0.0002818345752002768 8.7399991413919149e-05 -0.00048174610162002508 0.00019300086430385771 0.00029594153610934309 -0.0003798472399958363 0.00050610904817743115 -6.675139192005591e-05 0.00022096955809854525 -0.00033961310098658986 0.00049860264532075095 8.9532120682129826e-05 -0.00035043677931326656 -0.00013381878824387624 -0.00041422625144275552 -0.00018849501244375778 -0.00021906930675823051 -0.00014288989127869491 0.00014574842006336318 -6.2053237991208159e-05 -0.00011421679643181895 -0.00026738759573920239 0.00046509499443824393
leaf_count=3225 15734 20674 99 149 93 5918 2294 17215 11206 31829 6192 6249 9255 3127 18434 5004 22910 1857 8049 9335 32738 18367 5789 21450 8785 6421 11396 36526 13636 7975
internal_value=0 -0.182734 -0.250662 -0.368012 -0.163779 0.185192 -0.0976474 -0.0464098 0.00733499 -0.542904 0.243347 0.0894 -0.161686 0.201027 -0.237188 -0.042896 -0.243919 0.0899922 -0.12429 -0.165588 -0.073119 -0.326251 -0.468199 -0.227269 0.0373559 -0.0176147 -0.206464 -0.118833 -0.160924 0.37571
internal_count=361931 332372 231012 108481 122531 29559 82615 101360 72749 53352 26334 12167 63258 14333 55129 58416 54980 19357 54003 45954 53412 39916 37618 21549 17500 15206 28611 36619 32070 14167
shrinkage=0.000918085


Tree=299
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 809 884 1168 727 885 728 1442 803 21 728 43 706 340 873 791 1298 470 864 651 964 1455 21 933 497 50
split_gain=940.218 698.586 560.884 451.583 262.576 250.165 276.19 236.493 229.587 200.187 197.695 195.844 160.753 147.582 134.167 131.052 120.975 117.031 115.637 128.61 112.167 109.014 111.816 105.326 101.631 101.39 101.936 97.216 100.544 96.9118
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.56478982777245867 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -1.2625182715263061 1.9682860324222273 -0.70163543588998201 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 0.97011723790966464 2.242218440812676 1.0000000180025095e-35 1.0000000180025095e-35 0.66595742291584703 0.72275257928592751 1.1107569744011787 0.80745641784395206 0.14145834482007744 -2.9709283393608152 0.68806224955729689 2.0299071899120249 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 4 10 6 -1 11 16 -4 -3 -5 14 25 18 17 -2 20 19 -13 -6 -11 27 24 -12 26 -7 28 -23 -10
right_child=1 2 9 7 15 13 -8 -9 29 21 23 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00069975669879941834 -0.0002509042154455764 -0.0001052290855118338 -0.00011819841705924715 -0.00027260635598614675 -0.00022850578952872467 0.0014531784519637211 -0.00032436739687047718 -0.00031509385629750064 0.00019661950479436344 -7.2683042107197268e-05 -0.00057148939242206371 -6.8202105041085512e-05 0.00034319761645988439 -0.00032197930138241324 -0.00018498968191313334 -0.000430023455114074 0.00014691784583534452 -0.00048987073474248072 0.00045085246591697103 0.00017071711027363075 3.9932796024918124e-05 0.00024698336363815175 -0.00010068607996514829 -0.00012440453900658716 -0.00026149395454821864 9.1864046578802542e-05 -0.00022725511599964949 -1.5694107941245744e-05 0.00062171317592160224 0.00049096350647385501
leaf_count=19828 4790 7441 17228 14541 10978 108 25179 17630 8260 6662 31950 29573 4184 38928 18055 7388 6641 3424 1950 11160 13674 13075 3639 3203 5754 7096 15018 3696 2869 8009
internal_value=0 -0.0905037 -0.129961 -0.186292 -0.307223 -0.334589 -0.473793 -0.0957474 0.199169 0.0551383 -0.423152 -0.0515284 -0.00790997 -0.250117 -0.0349341 -0.178953 -0.0101586 -0.119103 0.0214789 -0.00181864 -0.0742188 0.1457 0.205455 -0.490723 -0.528667 -0.109827 -0.213718 0.261052 0.324564 0.348853
internal_count=361931 255774 228074 180905 83812 106157 45007 97093 27700 47169 48348 79463 64922 61150 60738 35464 11431 28076 42683 40733 24652 29941 23279 40907 37704 22222 15126 19640 15944 16269
shrinkage=0.000976967


Tree=300
num_leaves=31
num_cat=0
split_feature=67 21 1022 1016 1230 1028 1459 685 1469 1367 1450 1430 846 954 50 792 785 1454 1458 254 852 1425 900 888 1235 522 1465 56 56 1469
split_gain=425.54 349.74 311.809 356.183 245.189 213.827 150.565 135.887 133.294 160.796 124.364 118.377 112.643 100.583 100.175 99.6484 94.9697 92.9028 84.3756 81.3868 78.5165 76.3912 75.6352 73.575 73.215 70.4172 67.5883 67.5639 61.4459 59.4583
threshold=1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 0.38564141960353587 -0.66275050977156291 0.46383055849355342 1.0000000180025095e-35 -1.2673214316849539 1.0000000180025095e-35 -0.2957953744690755 1.0000000180025095e-35 0.31658296287422311 2.9053803668447165 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 3.8331818028246452 0.24391125146464598 1.4590023375957022 -0.22706799479215015 -0.49854827941355384 0.86081252238149997 1.0000000180025095e-35 -0.34006977427296536 -0.71745339412579689 2.7837215884679849 1.0000000180025095e-35 1.0000000180025095e-35 0.58170158711020636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 12 10 22 11 13 -10 16 21 28 -6 -4 19 25 23 -12 -2 -7 -16 -17 29 -23 -11 -5 -18
right_child=7 2 4 14 15 8 -8 -9 9 27 20 -13 -14 -15 17 24 18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027431541849642664 -0.00027904648693118485 -0.0014399152517625975 0.0003460350340435203 -0.00081693446910529666 0.00050081407261051583 -1.5571347677498472e-06 7.850215175665061e-05 -0.00031879080745531702 -0.0011074632527237266 -0.00065460643021871174 2.8575199786488338e-05 -0.00033949240912834274 -0.00070875258744385018 -0.0013374790965505932 -0.00011941415367478018 -0.00055393798375446624 7.4848725524478778e-05 0.0020219802535120777 -5.416687285202704e-06 0.00075413639663581575 0.0004071791338723252 9.3919610767455457e-05 0.0020823981793879455 -0.00077445699784403047 0.00012153947137717781 -0.00057874540061657439 0.0021254369495984416 0.00028020259075124611 -0.00030216512535647896 -0.00061508456668680188
leaf_count=602 15621 17304 4274 11886 12105 1608 20107 19398 23072 3570 17752 6413 19501 1212 30516 4691 8362 354 13168 2038 30083 27724 416 4914 15245 29316 301 3919 12201 4258
internal_value=0 -0.133991 -0.138944 -0.227575 -0.0701363 -0.375734 -0.12642 0.0219299 -0.293401 -0.329705 0.0526913 -0.414068 -0.170727 -0.0251579 -0.119989 0.0812123 -0.125206 -0.0546953 -0.151854 -0.0661667 0.123949 -0.00898446 0.213586 -0.0903687 -0.00652624 -0.200747 0.053457 -0.0476762 -0.238506 -0.068788
internal_count=361931 249840 249238 118211 131027 56302 98986 112091 38998 36974 92693 29485 78879 44858 61909 32041 59378 37822 55104 37468 47835 43646 2024 35430 19936 41936 28025 7489 24087 12620
shrinkage=0.00220841


Tree=301
num_leaves=31
num_cat=0
split_feature=181 962 1454 125 21 785 846 1455 941 859 1461 1367 1361 1469 713 263 119 1465 614 50 1469 710 405 1030 815 1022 118 1296 1458 520
split_gain=416.136 326.023 285.467 180.851 175.875 193.895 147.681 133.54 129.271 128.971 126.869 125.529 169.944 120.771 114.383 109.469 111.729 102.925 101.282 93.2762 90.0474 88.6299 87.2383 87.2106 85.1121 80.9057 80.495 78.3031 76.6037 71.3808
threshold=1.0000000180025095e-35 1.6648469626718658 -0.2363894608792538 1.5320262332576917 -1.0798509198017876 -0.86283290253235112 0.27815439065979142 0.46304910557563933 3.0707296396180284 -0.54135187694831066 1.6859053074631882 1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0000000180025095e-35 1.6445160113075163 1.0000000180025095e-35 4.1805237560306479 1.0000000180025095e-35 0.55630078546380823 -1.1965077841566287 1.1870562211658833 1.0000000180025095e-35 -0.28833227140160522 1.0000000180025095e-35 1.0000000180025095e-35 1.1315434704044114 1.0000000180025095e-35 1.4454999719500954 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 7 21 8 10 11 23 20 12 13 -1 29 16 -2 19 -13 26 -4 -6 -8 -7 -15 -16 -11 28 -18 -3
right_child=15 14 4 -5 5 9 22 -9 -10 17 -12 18 -14 24 25 -17 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00088836583163825718 -0.00095698459331177235 -0.00077128881554656276 0.001496458710136799 0.00045675817437397628 0.0008688655762478755 0.00043310527456914534 -0.0005595251471581218 0.0016016413743469946 0.0014595556170798785 -0.00023070750907546874 0.0023810149273806886 -0.0003972695912191335 -0.00016886654683330606 -0.0013170639095140724 -0.0013238898060482318 0.00035946645523693096 -0.00069835186999250365 0.0014383645544096633 0.00013197484312399695 0.00016556209324218845 -0.00042858165565181283 -0.0011692866740748446 -0.0015393414508520519 -0.00017162848956796527 -0.0004066546180665592 -0.00059863577393301417 -0.0010137709662296724 1.9704989764893254e-05 0.00045527076201029007 0.00036799271080658881
leaf_count=974 33579 3669 797 9457 10181 24599 21844 3870 1216 44185 666 18579 24780 13867 13243 3295 28244 1035 31382 16408 4265 698 4137 10221 4578 12354 5076 8039 2009 4684
internal_value=0 -0.0424624 -0.0193385 -0.0894441 0.0514185 0.0286797 -0.113384 0.32147 -0.0759176 -0.000321731 0.108023 -0.0856912 -0.17226 -0.340634 -0.264332 -0.232154 -0.253228 -0.0548348 -0.0160799 -0.0660978 -0.0192845 0.281765 -0.262233 0.0995005 -0.389756 -0.347926 -0.114381 -0.175067 -0.230622 -0.0361986
internal_count=361931 286765 252815 130814 122001 112403 121357 9598 95376 101524 5728 94160 44199 19419 33950 75166 71871 66704 49961 65669 5062 10879 25981 34820 18445 25597 49261 38292 30253 8353
shrinkage=0.00265728


Tree=302
num_leaves=31
num_cat=0
split_feature=614 1030 1373 795 470 50 942 509 660 854 797 713 791 1361 784 533 332 602 713 1457 1436 470 540 878 1457 903 1455 21 705 885
split_gain=401.704 322.663 307.886 255.626 219.577 217.583 157.555 144.32 142.011 141.039 253.037 164.24 139.805 135.135 126.403 123.405 113.471 118.49 109.127 105.857 105.828 103.105 96.0636 87.7056 84.0198 80.4402 80.0522 79.4692 78.6749 72.6698
threshold=-1.0625654336828987 0.99422031274767553 -1.2601938093385081 -0.29258408639884992 0.66595742291584703 0.55630078546380823 2.231519495564001 -0.37731140836110016 -0.72421686037558375 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.43785067584756471 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.339295830115254 1.0000000180025095e-35 1.0000000180025095e-35 0.35001124564692748 1.0000000180025095e-35 1.0902130088150814 -0.61743597003188666 0.35881941651261778 -0.70163543588998201 0.41040386000896778 5.4658443334279108
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 13 4 5 8 9 27 -4 10 -5 25 16 20 23 21 17 29 -3 -20 -2 -9 -18 -10 -15 -11 -17 -1 -6 -13
right_child=1 18 3 6 28 -7 -8 15 14 11 -12 12 -14 24 -16 26 22 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0001465202414190882 -0.0016395398355525865 -6.096855696593833e-07 0.00039269488023582994 -0.00029819067081221387 0.00039123832988553238 0.00063108580015024476 0.00073010952703903768 -0.001561495634918779 -0.00071994010594528431 0.00095915949144373869 0.0013397349515642026 -0.0011060489316046245 0.00029215079072777181 -0.00037949668173328755 0.00014380507040740714 -0.00066193628863535673 -0.00048961402307403843 -0.00036750912083140171 -0.0008717548091955068 0.00032755282315731607 -0.00058622475973234744 -0.00073927074103940214 6.0911553832033386e-06 -9.0954500514259132e-05 0.00055815318138003949 5.2961818979438645e-05 -1.360134486030194e-05 -0.00044001602849804756 0.0010460869787553826 0.0021540146760876482
leaf_count=11473 6531 7073 14899 5785 8339 15618 4867 13466 15593 3321 3978 15405 8804 20153 16135 23829 19483 16172 26554 2280 8828 14220 19052 10825 2944 8819 7798 20370 9146 171
internal_value=0 -0.0360453 -0.0100283 0.0203729 0.0998455 0.0477289 -0.0486846 -0.212327 -0.0143206 -0.0672014 0.162923 -0.0931272 -0.129043 -0.197059 -0.0773541 -0.286371 -0.160233 -0.263561 -0.239064 -0.304914 -0.380118 -0.422376 -0.0922791 -0.174929 -0.0995553 0.122107 -0.196564 -0.0934531 0.294399 -0.422593
internal_count=361931 270775 234868 196412 90555 73070 105857 91156 57452 100990 9763 91227 79087 38456 42553 59313 70283 31748 35907 28834 15359 27686 38535 26418 23097 12140 31627 31843 17485 15576
shrinkage=0.00249411


Tree=303
num_leaves=31
num_cat=0
split_feature=785 479 728 871 125 50 705 56 497 1470 662 789 1469 590 647 401 464 858 513 723 733 830 50 470 889 21 72 1375 518 1359
split_gain=887.18 638.496 515.545 358.959 304.746 264.074 231.557 170.617 155.029 150.072 143.752 143.751 137.592 134.394 154.605 131.713 128.492 123.327 131.488 116.136 108.32 108.247 106.459 114.63 104.187 87.0872 85.13 84.9311 102.884 83.2929
threshold=-0.86283290253235112 1.388869425783259 1.0000000180025095e-35 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 0.024944846130704988 1.0000000180025095e-35 1.7001250133015622 -1.2126727935954851 -0.58271687606615485 1.1248358748350926 -0.88964864486721928 0.58895901036483078 -0.87782724458594241 1.0000000180025095e-35 1.0000000180025095e-35 1.0825608069246189 1.0454229551509682 1.0000000180025095e-35 1.0000000180025095e-35 0.70639586890216266 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 -0.97793241427907174 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 24 9 10 -2 13 17 -7 -4 -15 16 -3 18 -6 -20 25 -14 23 -8 -1 -12 -9 28 -5 -27
right_child=1 15 8 27 11 12 22 26 -10 -11 20 -13 21 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00010758362717726056 5.3287303225800764e-05 -0.00067824889825160342 -0.00022149048173202203 -0.00034858253903144833 0.00013264848811003107 0.00015118408976406845 -5.050780713729859e-05 -0.00041421222868161082 7.5914035262695831e-05 -0.00039147461590456866 0.0012364592554734509 -0.00016662183073636882 -0.00011471386742538228 0.0008420203124269185 -0.00017562648740329244 -0.00029101419220015892 -0.00036234025991559079 -0.00016081981579599026 -7.4376632631692821e-05 0.00056177588560955296 -0.00057192706075369587 0.00010259371248977624 0.00046499577559662138 0.00037970217808067335 -0.00029435075026387606 -0.00026742835619843739 -2.7534236439639434e-05 -0.0004685956108320608 -7.9268695798795764e-05 -0.00047366306701028494
leaf_count=6168 3820 16836 11716 14128 20980 15244 4587 3015 4634 25940 116 5883 38955 1176 1474 31116 14718 3861 1342 5306 11854 11803 9365 4977 4462 35439 18209 8763 12244 13800
internal_value=0 -0.17057 -0.130028 -0.0755649 -0.0361426 -0.0898994 0.185017 -0.208069 -0.282531 -0.32234 -0.309054 0.11235 -0.010173 -0.115586 0.305264 -0.38376 -0.501154 0.163373 0.207927 0.436614 -0.357915 -0.0615015 0.313712 0.169088 -0.0470602 -0.315323 -0.0758469 -0.274651 -0.215592 -0.320921
internal_count=361931 332372 269702 189493 154358 116986 29559 50984 80209 29760 75575 37372 66002 14366 2650 62670 31554 31489 27628 6648 61209 50758 18929 9564 10630 49355 21224 35135 26372 49239
shrinkage=0.00100799


Tree=304
num_leaves=31
num_cat=0
split_feature=785 181 728 341 872 1022 1154 712 735 470 519 723 1292 1367 402 412 50 1028 1450 1299 872 519 21 728 257 815 1238 1458 588 50
split_gain=890.707 634.223 514.544 358.943 284.183 292.427 305.683 255.49 156.798 150.028 149.568 152.495 140.411 190.395 132.853 126.477 110.39 106.395 121.718 105.836 104.785 104.103 100.865 97.1034 87.8663 86.2396 84.3617 84.1529 83.9917 79.0317
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3462168560862613 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.356718709411544 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 -1.271019091203941 0.72848113776068646 0.69830983612512221 3.0757328524286596 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.40677623306953564 0.20667703603638712 2.250834115212506 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 17 -1 20 16 19 -12 13 -9 -11 21 -4 -2 25 27 -6 23 -14 -3 -25 -19 -8 -7 -13 -5
right_child=1 15 9 29 8 10 26 12 -10 14 11 28 22 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00033440932814238504 -0.0006805258131786985 -0.0002316463017457486 -0.00042070351074815707 -0.00036489780315925117 3.0446839247203037e-05 -0.00012651750529360419 1.701079937478039e-05 -0.00014911254238382819 0.00041991386999864588 -0.000259053856836773 -0.00023253769820187013 0.00023546980600876397 0.00016757617722814265 0.00026556353928842145 -3.3945224197378308e-05 -0.00017627633315957049 -0.00017579702833452225 -0.00041137883717509997 5.1723844756319732e-05 0.00010101485890756964 0.00043562736838546277 -5.2428579477686139e-05 0.00047364166450480601 -0.00054723873428542361 -0.00035680983768961085 -6.3715783426542249e-05 -0.00018099097633055128 3.9775012963651072e-05 0.00078027361138112102 -0.00017020431417808722
leaf_count=3225 4091 10657 28570 15855 22931 31597 17481 5814 4145 26736 2051 6702 5560 7677 13656 14925 9493 16401 3024 12900 1942 3081 7283 21071 20086 2636 11684 13414 856 16387
internal_value=0 -0.176262 -0.131884 -0.0762385 -0.0383299 -0.0820052 -0.198681 0.179813 0.135036 -0.285593 0.00159726 0.219024 0.238959 0.0998635 -0.199345 -0.369446 -0.394382 -0.381251 -0.329077 -0.0377905 0.0736062 -0.423003 0.382828 -0.450188 -0.502593 -0.396492 -0.064887 -0.0850124 0.337393 -0.290614
internal_count=361931 332372 262552 184097 151855 122837 55317 29559 29018 78455 67520 9609 26334 13491 40392 69820 38063 26152 22061 57911 24873 54895 12843 51814 41157 19037 29165 45011 7558 32242
shrinkage=0.000887768


Tree=305
num_leaves=31
num_cat=0
split_feature=272 1168 800 516 789 815 713 1430 869 136 21 1466 1430 1436 819 926 1457 50 56 21 705 513 746 1298 744 588 917 885 921 785
split_gain=401.612 324.844 304.601 239.268 179.471 183.572 180.077 162.134 146.35 138.504 132.876 118.325 117.058 143.303 111.972 102.088 100.894 87.3549 84.3994 81.2889 84.4753 90.3484 80.7582 78.6436 77.3911 77.3248 72.6503 72.6938 72.0815 110.103
threshold=1.3643217266306855 0.56478982777245867 -0.57812715656594349 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.57653763495970078 1.0000000180025095e-35 -3.2545899522946695 0.4267932804440957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.339295830115254 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 0.39755522621302569 1.0454229551509682 0.66766320980544069 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 4.3127385003387806 1.0000000180025095e-35 1.0525743831388839 -0.86283290253235112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 9 5 6 -5 23 -7 22 -2 16 13 -1 17 -9 -3 18 -12 -10 -21 -22 -4 -8 -6 -23 27 -11 29 -14
right_child=10 11 3 4 24 8 7 15 19 26 14 -13 28 -15 -16 -17 -18 -19 -20 20 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00039681287436856629 0.0030174426515486861 -0.00081591681262674592 -0.00065951580917115787 0.00059105223115962964 -0.00081965291785963284 0.000824148047075455 -0.00097914769908471751 0.00022604376911201327 0.00056353440678943848 -0.00042220357637227441 -0.0011733878895350638 5.6331393433086533e-06 0.00081765596006919562 0.00039218760346218404 -0.0011820551380331385 -0.00051211297353228105 0.00032143608402932384 -0.00030382895901898355 -0.00049564626381327773 -0.00018983865076704719 3.4952460578241256e-05 0.00057216922057742772 -0.00011394538820910861 -0.00016511297854971549 -0.00013374867364853587 0.0022048156495628173 0.0048970813652426566 0.00013154046632704469 0.0011602422440469614 0.00010645486111616531
leaf_count=11253 208 30892 43020 7348 8899 9534 13882 14639 10267 11572 13817 8326 9970 13538 12342 8357 2354 27671 14868 19515 10135 4231 9331 5134 8461 749 86 15538 3811 12183
internal_value=0 -0.0421403 -0.0151787 -0.0537492 0.00282605 0.0361785 -0.0641151 -0.122136 0.113145 -0.1488 -0.238759 -0.22712 0.123741 0.021456 -0.246194 -0.0105999 -0.289378 -0.206028 -0.305019 0.0629213 0.0171292 0.123637 -0.219187 -0.290089 -0.190096 0.330973 -0.0302745 -0.0361782 0.21638 0.171506
internal_count=361931 293025 251453 200698 121151 103791 49360 42012 54431 79547 68906 41572 50755 24791 68698 22996 33246 56356 28685 44897 34630 15115 52351 19016 17360 4980 27196 27110 25964 22153
shrinkage=0.0024996


Tree=306
num_leaves=31
num_cat=0
split_feature=785 728 871 125 50 712 595 62 1357 529 578 789 519 723 56 1292 1367 1431 1470 1309 21 253 1442 21 1469 341 612 1429 125 1449
split_gain=969.093 715.183 537.692 395.87 332.618 275.729 192.489 189.163 184.325 156.154 150.371 148.217 140.213 196.746 139.445 138.771 178.531 126.946 114.802 112.981 116.742 111.686 106.458 99.763 98.2502 93.5269 92.7204 86.1013 83.7222 79.9535
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -0.37712515092315846 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1771927692630439 0.81883784246325297 -3.9164670491403295 1.0000000180025095e-35 -1.2625182715263061 0.2439032738895319 -0.8778463702791649 1.6369401821412268 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.0362904676775377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 9 28 17 19 -7 12 22 -14 18 16 -12 24 -9 20 -3 -4 -5 -17 -6 -24 -22 -10 -2 -11
right_child=1 6 21 11 8 10 -8 14 27 29 15 -13 13 -15 -16 23 -18 -19 -20 -21 26 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00033666630219226975 -0.00053011222438034331 0.0012875133409042169 -0.00022216351619342621 -0.00015044015785985041 0.00023668778829289772 0.00052624684747865102 -0.00048097347545753287 8.7320391394616594e-06 -7.0589875556492161e-05 -0.00039809584676051788 -0.00020730564001395532 -0.00016373495006555717 -0.00022455881979887874 0.00045078086072577848 -4.7893037540432287e-05 0.00013464506266970064 0.0002102582233860399 -9.5986053160254341e-05 -0.00030803080212875387 -2.4551733096624097e-06 -0.00021378136592441091 -0.00041263729203673322 0.00013320057639363002 0.00044483274485310404 2.3009502804345911e-05 -0.00026904224184832781 -0.00048308962934787337 -0.00026126615298913564 -0.00026655890985183544 0.00012132797203581611
leaf_count=3225 10255 113 27996 6303 7868 3439 20323 4371 15555 27732 5041 6585 1520 5412 17738 5618 6555 19297 22969 7323 37708 18313 21355 5681 22185 1968 5694 14048 8699 1042
internal_value=0 -0.187567 -0.12822 -0.0821016 -0.137432 0.182794 -0.34937 -0.257262 -0.0540472 -0.304014 0.244125 0.0774963 0.12529 0.365492 -0.187554 0.186585 0.0364232 0.0180701 -0.292331 -0.234416 -0.279179 -0.342178 0.0657135 0.337937 0.0952716 0.121885 -0.286348 -0.184257 -0.455931 -0.440248
internal_count=361931 332372 232437 186128 142985 29559 99935 64032 78953 79612 26334 43143 36558 6932 45078 22895 11596 49350 27340 50838 43515 46309 29626 11299 30053 23323 43402 29603 18954 28774
shrinkage=0.000856268


Tree=307
num_leaves=31
num_cat=0
split_feature=785 728 1100 263 50 727 56 476 752 150 852 1470 921 470 471 889 789 188 497 758 547 784 723 72 389 1022 1085 710 755 938
split_gain=1090.96 826.098 565.245 461.067 415.211 302.904 229.357 211.182 194.798 179.721 166.009 161.616 158.44 150.601 140.694 130.677 129.843 122.556 118.123 115.862 114.625 113.362 108.302 106.796 99.0309 97.925 114.723 93.2564 92.5996 92.4149
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0099296266851885 -0.76455979573956789 -0.572229863602436 -0.22706799479215015 -1.2126727935954851 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.7001250133015622 0.9327048103557759 1.4078093546699517 0.9594655836162902 1.0000000180025095e-35 -0.99399925539569556 0.87707395870045979 1.0000000180025095e-35 1.0000000180025095e-35 1.9207401787728819 1.8349057301109672 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 15 11 -6 -3 -5 -9 -2 27 17 -15 -1 18 -10 -11 21 25 -14 -20 -8 -13 26 -7 29 -25 -12
right_child=1 8 -4 9 7 20 23 10 13 16 12 24 19 14 -16 -17 -18 -19 22 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=9.495100965035142e-05 -3.9532591891738042e-05 -0.00042613788133438112 -0.00034541251609417338 -9.0572728691479335e-05 -0.00018679835395054269 1.8158153209912223e-05 -0.00036946739259946347 -0.00011402649004851432 -0.00048453273599397332 0.0001229055595070717 4.8952412262305811e-05 -0.00042637395412362247 0.00020809558203790129 -0.00026545011501806839 -3.9803115372635489e-05 -0.00024639004308851884 -0.00011256867397527262 -0.00025138338813138526 -9.9545427899090912e-05 -0.00024123470966484647 -0.00021637863641978746 0.00068515976974889469 0.00050404294026819751 -5.7006049116297424e-05 -0.00018528813546790063 0.00045447310841833914 0.00040947214796912564 0.00026609329801288652 -0.0004642822554856513 -0.00014227762621912119
leaf_count=7707 4998 33705 31093 13813 25195 3952 4791 23320 14740 20041 19193 28168 3566 20596 12952 4844 4592 17942 906 949 1040 1758 3786 23789 6881 8458 3558 3435 2021 10142
internal_value=0 -0.194814 -0.131057 -0.095269 -0.149739 0.1972 -0.276236 -0.0612653 -0.367562 0.0784161 -0.00282162 -0.394511 0.073051 -0.303245 -0.209344 -0.0321659 0.160414 -0.416621 0.21433 0.34844 0.365617 0.452379 0.478715 -0.149235 -0.453504 0.405966 0.247865 0.0174411 -0.100776 -0.0180097
internal_count=361931 332372 232437 201344 158206 29559 70648 87558 99935 43138 62363 40047 39043 66230 33548 12551 29325 32682 24733 6273 17008 5324 4692 30601 35049 15968 7510 32770 25810 29335
shrinkage=0.00082369


Tree=308
num_leaves=31
num_cat=0
split_feature=785 728 272 125 50 705 21 595 1022 871 644 1085 529 1368 789 713 926 608 858 1309 889 789 1430 1367 21 1469 1235 1470 1287 652
split_gain=791.365 642.954 467.931 291.055 237.521 228.672 184.658 180.924 179.461 166.256 156.431 149.231 144.758 133.908 127.86 122.261 121.552 116.787 131.943 103.536 102.916 102.536 99.2186 136.661 99.0419 89.6913 85.1947 84.7113 84.2997 83.7668
threshold=-0.86283290253235112 1.0000000180025095e-35 0.19433589423024392 0.58518330826110332 0.55630078546380823 0.024944846130704988 -2.7818205974049124 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.34929633066952553 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 0.66665475971017707 1.0825608069246189 0.81883784246325297 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 -1.3184646215665221 -1.24934742919911 -1.3664195657027294 1.1763035833334732 -0.55024281929118113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 9 20 -4 12 11 10 26 25 19 -10 17 -12 -17 29 27 24 -1 28 23 -7 -3 -8 -2 -19 -6 -5
right_child=1 7 6 14 21 22 8 -9 13 -11 15 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.5197762194885836e-05 -0.00026150570664750845 0.0014178363342800386 0.0012167590943080364 0.00021585119616726681 3.8084168882176279e-05 -0.00011243121637042752 0.00030610468260247733 -0.00053452329636658965 -0.00025880536301109625 -0.0003673717428766433 1.3874515733012739e-05 -0.00025651363897650527 -0.00041296720986302651 -4.8806333230262447e-06 -0.00016740630097875067 -0.00018160822088894945 -0.00047373598711226641 -0.0010795795076576885 -0.000133163828088769 1.3820823249376215e-05 -0.00030536447691222876 -0.00024879145574462221 0.00044590115666769077 0.0003670664950105615 -0.00026132750256978863 -0.00059176031487756097 2.7290004214189773e-05 0.0003367970533094073 0.00033165072547852736 -0.0001038196896305258
leaf_count=6168 5759 113 295 4832 22897 4041 495 20323 27280 16424 7881 18767 28774 13785 5878 18347 10489 176 2885 7323 4462 4222 9497 5391 43402 16948 26700 14740 4435 9202
internal_value=0 -0.165072 -0.108699 -0.047405 -0.100581 0.171475 -0.250156 -0.320034 -0.257939 -0.160191 -0.118293 -0.37906 -0.275909 -0.166639 0.097961 -0.214387 -0.279143 0.146059 0.247103 -0.208606 -0.0590756 0.0439538 0.299958 0.158242 -0.251918 -0.549869 -0.0177006 0.318384 0.0878585 0.0105353
internal_count=361931 332372 232437 154867 117154 29559 77570 99935 77275 85600 69176 36210 79612 41065 37713 36717 28836 31835 17801 50838 10630 31554 18929 9432 43515 17443 32459 14916 27332 14034
shrinkage=0.00101067


Tree=309
num_leaves=31
num_cat=0
split_feature=785 548 728 125 50 712 194 1378 150 1022 1361 869 21 470 789 1470 901 497 388 803 723 464 21 852 598 665 470 1465 747 689
split_gain=1061.62 747.083 629.321 448.556 358.924 273.87 213.473 198.636 168.833 157.685 189.207 152.41 147.971 148.184 146.915 146.507 130.287 123.554 118.666 118.593 114.882 110.118 104.423 104.327 104.136 100.288 98.6038 93.4242 91.325 90.1053
threshold=-0.86283290253235112 1.3419342387057427 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.572229863602436 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.1248358748350926 -1.2126727935954851 -1.3864818265177761 1.656418941702585 1.0000000180025095e-35 3.0813325700491205 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 0.85652824257920523 1.0000000180025095e-35 2.3195887819936725 0.34871943973277292 -0.4288425582216272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 15 19 -5 10 -7 16 -3 21 17 -2 -4 -10 26 24 -19 -14 -11 -9 27 -17 -18 -6 -8 -28
right_child=1 12 11 8 7 9 28 23 14 22 -12 -13 13 -15 -16 25 18 20 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00033557674658040961 -3.3711305137448596e-05 0.0010669992771882358 0.00044909011998138092 -9.5415302233147208e-05 -9.2197425501372402e-05 -0.00013394281369140946 -0.0002173466840843722 7.0697089118516197e-06 0.00011869397756850376 0.00017234407880828358 0.0002733691904167828 -0.00040105433091797084 -0.00060876490258438367 -0.000286405437974188 -0.00014094251114318916 -0.0004512135122740164 -0.00029711696357671619 -0.00010498253081529351 -0.00043657387169866279 0.00058306875198846733 0.00051262737494232402 -0.00036651764114522135 0.00046559946409376892 0.00028223896062295881 -0.00023717143776076847 -0.00018899253394778916 4.7273180974840853e-05 0.00042272394666360684 -9.351488380341289e-06 -0.00019513477715567179
leaf_count=3225 4267 171 855 14005 31215 6145 15153 22905 20322 5945 6506 26708 17104 33173 4717 25400 19927 1028 9696 600 4187 15753 7738 4387 20302 6410 6725 1006 10715 15641
internal_value=0 -0.200875 -0.155788 -0.0952275 -0.154018 0.18544 -0.279226 -0.069279 0.0715209 0.246212 0.0914879 -0.322337 -0.421354 -0.42836 0.149354 -0.396979 -0.257594 0.205665 -0.272284 -0.144347 0.46094 -0.548439 0.389661 0.0618775 -0.155637 -0.453533 -0.226748 -0.0862945 -0.146453 -0.136696
internal_count=361931 332372 266171 186619 142360 29559 61945 80415 44259 26334 12651 79552 66201 66030 30254 36077 52844 25537 51989 53123 5215 32857 13683 27292 52523 31810 42293 32221 25868 22366
shrinkage=0.000864666


Tree=310
num_leaves=31
num_cat=0
split_feature=683 202 56 188 785 126 50 21 1470 803 1091 497 50 194 1450 21 1455 1373 1458 1470 871 1461 728 1375 1457 45 710 921 1356 609
split_gain=420.326 321.66 282.256 362.049 189.88 168.908 154.571 145.851 138.892 125.936 118.459 116.983 114.288 108.85 106.659 106.557 101.856 101.707 99.0233 97.9832 97.4964 92.8016 86.3306 86.2369 81.1911 79.8369 78.3962 77.7678 76.1079 76.0572
threshold=-1.07329023030195 0.56345046278266753 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 -1.2126727935954851 1.9682860324222273 0.69009342306031496 2.0895063784560848 1.0000000180025095e-35 1.0000000180025095e-35 -0.35950514493807501 -3.9164670491403295 0.72809816964645935 -1.2601938093385081 1.795029572017613 -1.3427662161477687 1.0000000180025095e-35 2.3659731523752021 -0.49008176997875957 0.59806352348768188 1.5723103033889971 1.0000000180025095e-35 1.4588992811557273 1.0525743831388839 1.1703909184639636 2.9086430321303127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 8 22 9 13 16 -2 11 25 15 -3 19 29 -6 21 -5 20 -1 26 -8 -4 27 -14 -10 28 -19 -17 -7
right_child=1 12 4 17 5 14 7 -9 10 -11 -12 -13 24 -15 -16 18 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089151025142714742 0.00015273652055138281 -0.0008686166421756936 -0.00056611285907610996 -0.00050018762339185271 0.0032892680659623321 7.7166566387758416e-05 -0.00026831159770251679 -0.00057134283407846186 -0.0010092118892685007 0.00076319008513021089 -7.8788508143453061e-05 0.00051700345829629223 -0.00038788347177033883 -0.00059981719849572929 0.00045284737563480769 -0.00037954407748635874 0.00080795770364777112 9.9241598686395348e-05 0.00067109259200697088 -0.0014061959373867056 -0.00079219932929310195 0.0017345704299672852 0.000777152644104523 -0.00052465915655773305 0.00075215741500299664 -0.00043048192526241131 0.00040368650507942809 0.00069932310121890724 0.0002717355663370743 -0.0011897044614956058
leaf_count=612 5697 18503 1247 8781 155 21781 15580 32998 27955 3293 6455 4725 23442 20885 27195 31417 3336 33993 2387 15959 10188 638 12420 5054 1577 9913 4226 5692 4735 1092
internal_value=0 -0.0404343 -0.0110329 -0.0976075 0.050687 0.0230986 -0.221301 -0.147652 -0.246868 -0.0509935 -0.29474 -0.0745228 -0.218143 -0.350549 0.106161 -0.104112 0.00834177 0.0127227 -0.109952 -0.534041 -0.130577 -0.0734195 0.273869 0.0491092 -0.127174 -0.350606 -0.0888219 0.0787862 -0.120336 0.00626196
internal_count=361931 271923 228401 103540 124861 111194 90008 52552 50020 61126 44323 57833 43522 37456 50068 53108 19554 53520 52953 16571 50566 16218 13667 44739 25019 37868 40378 39685 36152 22873
shrinkage=0.00240018


Tree=311
num_leaves=31
num_cat=0
split_feature=198 253 1458 729 815 1154 785 652 200 813 852 395 1097 332 181 1356 758 1022 1016 816 1465 595 1436 21 713 401 1048 1469 706 559
split_gain=411.638 359.314 214.126 208.525 173.832 195.244 154.735 148.187 133.636 130.803 119.378 111.095 104.092 98.7251 92.4889 89.4771 84.8214 83.6419 94.8757 80.5029 75.9012 75.1503 73.1805 69.5941 68.512 88.2194 68.1555 67.8077 67.577 81.2281
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.8460070869938618 0.75637635299260908 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.98896428961744431 -0.67281916063428748 0.44561103650162237 -0.22706799479215015 1.0000000180025095e-35 -1.2571877020351898 1.0000000180025095e-35 2.2660174815480416 1.1703909184639636 -0.43523778982368799 1.0000000180025095e-35 1.0000000180025095e-35 6.0906794990390116 -0.19343653664292135 1.0000000180025095e-35 1.0000000180025095e-35 1.189441983669046 1.0000000180025095e-35 1.0000000180025095e-35 -0.91158903652740964 -1.2791237062730081 2.1164963568036277 1.3967903868193867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 22 16 -8 -6 20 24 13 -10 -2 28 17 -1 18 19 -12 -5 26 27 -15 -9 -26 -7 -3 29 -14
right_child=11 4 -4 9 8 21 7 10 12 -11 15 -13 14 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00077317852832571436 -0.0014825183211645769 0.0002525971017599283 0.00073245976770159064 -0.00071066282707184225 -0.00052741744146698913 -0.00084758798411857018 0.00045676478549949387 8.8014633966952233e-05 -0.0006555672923298537 6.5711375274042102e-05 -0.00065751936618349571 -0.00043702810378005048 0.0002204394122801359 -0.00082841406128162797 -0.0010924455173158057 0.00052400210624808561 -0.00056055711770849101 0.00017367090507464339 5.126525786915667e-05 0.0028348660816279428 -0.00023256781344720338 -0.00091536117001579187 -0.00061716639375137942 0.00049112359721475843 -0.00078120152503154193 -0.00019287130248690448 -6.3472227889144016e-05 -0.0014187374806339903 0.0015746211951844352 -0.00083407986916217945
leaf_count=10585 10878 743 9270 22922 22588 4324 16532 10585 6401 17220 12206 24945 24064 11375 1896 9041 1410 28703 13279 141 19427 6246 8388 1105 12668 18066 18213 15631 843 2236
internal_value=0 -0.0478434 0.00306224 -0.0129039 -0.151032 -0.251113 0.0300277 0.0076856 -0.0741682 -0.124724 -0.0217217 -0.273452 0.00112817 -0.398413 0.0483622 0.032277 0.250686 -0.000320784 -0.0919814 -0.241569 -0.196482 -0.13514 -0.422619 -0.275448 -0.112191 -0.162962 -0.0804352 -0.52923 0.0752051 0.0571432
internal_count=361931 313628 202055 192785 111573 53545 133216 121221 58028 59569 104689 48303 35440 23358 29039 63370 11995 54329 25626 12347 42349 28783 24762 12480 41319 30734 22537 16374 27143 26300
shrinkage=0.00247581


Tree=312
num_leaves=31
num_cat=0
split_feature=785 728 1447 727 1022 1361 269 852 686 125 125 131 497 889 1469 21 804 1436 50 1235 205 602 677 959 478 917 50 21 927 962
split_gain=947.902 629.944 464.144 300.028 277.899 315.364 214.899 194.995 152.062 146.437 139.839 133.354 134.101 126.119 122.449 119.345 116.66 111.167 98.2144 95.4432 87.8049 86.5505 137.112 86.1345 85.3587 82.8312 82.7376 95.6086 80.9701 79.4387
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.24955227496289575 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.36806838854686125 1.0747610123934368 1.321975669573771 0.58518330826110332 1.0000000180025095e-35 -0.67630721506970115 1.7001250133015622 1.0000000180025095e-35 -0.88964864486721928 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 -0.34006977427296536 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2907225086880219 1.3930357108364988 -0.65713348567575725 0.55630078546380823 -2.9709283393608152 1.0483613175537825 0.49114601774772187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 13 5 17 18 9 11 14 -8 -3 25 28 -4 24 26 -2 -6 -12 -16 22 -17 -19 29 -13 27 -7 -1 -5
right_child=1 8 7 15 6 16 10 -9 -10 -11 19 12 -14 -15 20 21 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014392636240998893 -0.00067196566205596187 -0.00056646606977507716 -0.00012299078762959364 0.00016502239190524284 -0.00053737574366551479 0.0012344123054604129 -0.00034683217334100728 4.4685672949568428e-05 -0.00064319519908941211 -7.4359491145143026e-05 -0.0002934482371965491 -0.0002782022286652011 -2.1471618628563227e-05 -0.00045357406506190231 -0.00041255006809992866 -0.00016211060734323794 -3.3331370841461939e-05 -0.00083508146330860545 -0.00032644239964715747 -8.0300223697269408e-05 -0.00022342158353910838 0.00048873020774109531 0.00041973224171214024 -0.00031772188811361176 -0.00058318493352800191 -0.0004642609231004113 -0.00022552527893504926 -0.00043959779934466767 0.00042117008492685679 -0.00033572507760407989
leaf_count=6803 26251 26349 12831 4688 14346 95 18572 10363 22162 15858 10391 11793 2970 4844 20595 2563 3693 1963 19826 21594 14185 4522 3030 6757 815 36661 9096 26021 904 1390
internal_value=0 -0.375579 -0.320434 -0.00484051 -0.385031 -0.48272 -0.309606 -0.194525 -0.520612 -0.23609 -0.23105 -0.479164 -0.419496 -0.230877 -0.29279 0.170774 -0.363091 -0.643142 -0.438138 -0.155895 -0.355566 0.311487 0.148217 -0.438536 -0.0286226 -0.447936 -0.40095 -0.462576 -0.0815023 0.0526619
internal_count=361931 332372 232437 29559 158605 73876 84729 73832 99935 63469 50557 77773 51424 12551 47611 17008 38905 34971 34172 31985 34780 10115 5593 8720 6893 48454 35212 26116 7707 6078
shrinkage=0.000932582


Tree=313
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 50 727 194 595 476 705 784 529 921 1304 1470 706 638 200 516 21 1469 1154 746 816 588 1193 829 647 589 564
split_gain=957.17 713.52 469.102 346.586 339.252 271.472 213.596 187.619 174.666 166.118 150.965 144.733 140.16 136.873 124.52 117.854 112.542 110.928 103.525 99.9404 97.5236 93.2579 93.2556 90.8595 88.3335 86.907 84.7795 81.7328 104.773 81.305
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0099296266851885 0.62883063453998334 0.9594655836162902 1.0000000180025095e-35 1.0525743831388839 -1.2519738572323926 -1.2126727935954851 0.62672487627420737 -1.9689564536147179 -1.281871280663196 1.0000000180025095e-35 1.0000000180025095e-35 -0.96833047545424733 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 4.2386806022684906 1.139381236436247 -0.87782724458594241 1.4824100882457953 1.9546110090380651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 15 14 11 -6 -5 20 16 -12 21 -2 -1 -3 -15 -8 -7 -10 -4 -19 -18 -11 -9 -27 28 -25 -17
right_child=1 7 13 9 8 19 18 25 10 24 12 -13 -14 17 -16 29 23 22 -20 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-0.00021440681349366817 -1.4783947759928019e-05 0.00076675994778721665 -0.00050382172252487435 -1.5735684591832395e-05 -0.00017086739964647908 0.00015108310988231558 -0.00022851948492336088 -0.00048860802522135329 0.00013455630121838452 0.00014944897578651384 9.2400830254678291e-05 -0.00036722624521210167 0.00054013179528080899 -0.00038991442625782656 -0.0003638886652737999 4.7171647291020323e-05 -0.0002687840204146442 -0.00025205020608631942 4.7775827103618419e-08 0.00041458754688862402 -6.5176426570593478e-05 -0.00025364617653278557 -4.5363832810865869e-05 -4.760962757335339e-05 0.00045996705667267744 -0.00087739532176091533 0.0018195731424942281 -0.00014318017142525368 0.00091787614206914603 0.00056601051808577451
leaf_count=5567 3927 317 12020 21301 20664 6893 10814 20167 8567 13171 8305 28774 2413 7813 30190 6078 30984 13736 14395 10115 34534 11721 15956 1066 2910 79 77 18007 464 906
internal_value=0 -0.17506 -0.115644 -0.0639946 -0.115941 0.194259 -0.241657 -0.337414 -0.0297497 0.0971609 0.0262917 -0.292534 0.229946 -0.283372 -0.366673 -0.023447 -0.22545 -0.206804 -0.107492 0.355094 -0.026946 -0.423589 -0.151669 -0.234791 0.239855 -0.548368 0.963761 -0.123472 0.32236 0.13596
internal_count=361931 332372 232437 171191 133809 29559 59326 99935 74483 37382 53819 79612 10718 61246 34117 12551 50838 37505 25209 17008 43101 23741 29692 50521 16081 20323 156 19537 1530 6984
shrinkage=0.000864946


Tree=314
num_leaves=31
num_cat=0
split_feature=821 785 263 50 1361 56 1237 728 884 705 873 728 1022 1361 1371 50 652 21 644 56 747 785 728 1457 728 1309 846 1436 338 900
split_gain=886.442 621.543 526.538 429.575 294.872 269.326 249.121 241.46 225.721 209.541 191.497 181.956 164.609 181.812 155.151 150.651 149.31 143.271 113.244 107.75 107.705 107.426 93.6453 91.2359 89.6345 89.177 82.5371 80.3827 78.9409 76.5666
threshold=-0.72370887929751782 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.5723095224056084 -0.49008176997875957 1.0000000180025095e-35 0.63739639040394469 2.242218440812676 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.55024281929118113 -0.70163543588998201 -0.34929633066952553 1.0000000180025095e-35 0.34871943973277292 0.58460966528228819 -0.90320472132347296 1.5723103033889971 1.0000000180025095e-35 1.0000000180025095e-35 -0.19835990479916166 1.0000000180025095e-35 -0.67742393113063393 1.25636682565137
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 5 8 11 10 -2 -1 25 14 -3 13 -9 16 19 26 22 -13 -6 29 -11 -17 -8 -18 -4 -5 -22 -14 -7
right_child=1 2 9 6 15 20 23 12 -10 21 -12 18 28 -15 -16 17 24 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00078232413277171456 -0.000403571197227777 -0.00013111680200159507 -0.00014770726960051968 0.00021701323867912982 -0.00064108871913948738 -0.00035006816449061068 -0.00041314266670492111 -0.00018108257761424628 -0.00038805801579583398 0.0001628681150963539 0.00044414113763506177 -0.00040791420572701875 4.4742288460527321e-05 0.00036169254857531142 -0.0003776295443443781 0.0002914711436983545 -5.6550510687167487e-05 -0.0002833059502259741 -0.00068691232298434676 -0.00029621668512310264 -0.00023552364316446099 0.00058231447321806836 -0.00012003076058746592 0.00029147745243197714 -0.00029348007049171342 0.00011001225283596449 -5.5759120037986433e-05 0.00011513538824563746 0.00052983004888223725 0.00010017813017119648
leaf_count=19512 3094 7549 19134 13249 10963 18975 16589 5783 23977 13799 3449 19035 1857 5955 8519 4150 29417 28113 21153 14254 6183 3401 10408 1025 12654 9786 9562 7323 10779 2284
internal_value=0 -0.0864457 -0.124411 -0.179858 -0.319599 -0.299091 -0.0899472 0.188553 -0.475449 0.0571265 -0.0434327 -0.417796 0.249802 0.0858024 -0.0664373 -0.235354 -0.0344588 -0.16291 -0.484359 -0.378004 -0.167384 0.219504 0.00560681 -0.324391 -0.106767 -0.0483123 0.0931815 -0.0314969 0.404381 -0.264444
internal_count=361931 250554 223086 176966 111377 82502 94464 27468 43489 46120 76850 47737 24374 11738 73401 67888 64882 42671 40188 25217 34765 17200 14558 17614 42071 28920 22811 13506 12636 21259
shrinkage=0.0011294


Tree=315
num_leaves=31
num_cat=0
split_feature=1423 1426 785 1458 803 677 878 1028 597 338 747 791 131 1367 1361 484 606 712 1223 602 858 1465 941 1466 1166 1453 953 1453 927 1229
split_gain=421.594 362.714 211.795 192.165 188.245 192.01 222.436 183.906 172.09 162.683 130.716 126.715 115.406 103.246 146.045 92.2259 90.1706 89.4915 86.6302 85.4232 78.0553 84.0476 73.4345 72.8564 72.7273 71.5947 70.9322 69.9691 68.0994 67.5419
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.8460070869938618 0.85523949479533445 1.0000000180025095e-35 1.0000000180025095e-35 -0.96688480048775205 1.3592535390735871 -0.67742393113063393 1.0000000180025095e-35 1.0000000180025095e-35 -0.37314326152536875 1.0000000180025095e-35 1.0000000180025095e-35 0.1045882393149573 0.44224916350105375 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0825608069246189 2.6851373032125321 3.0707296396180284 0.51364500316626394 -1.2508507625752519 1.257127198603895 1.0000000180025095e-35 1.5066730237445995 1.0483613175537825 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 5 6 29 18 22 27 -7 16 19 14 -11 24 20 -1 26 -2 21 28 -6 -8 -14 -21 -3 -9 -12 -4
right_child=12 7 3 -5 8 10 23 9 -10 13 11 -13 15 -15 -16 -17 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00012383462042697701 -0.0012416379405438072 -0.0016577379934149788 -0.0010274453709510738 0.00070479148876747015 3.3338871596669247e-05 -0.00027227995731346629 -0.00024063652803459686 -0.00075736149264992348 0.0011894109294982645 -0.00079225931570546927 4.6981615173077981e-05 0.00061398255263055222 -0.00089312091269514772 0.00012189730849521607 2.340642360256472e-05 -0.00074713480524737246 0.00043143913991139626 0.00085105379383910063 -0.00050547821315750289 -0.00072680693030974177 -0.00083903125433767393 0.001760695260349953 0.0010302657675016361 0.0004342856804012054 -0.00012224237501235504 0.00053937839200387031 -0.0007714884119675295 0.00051725180604632825 -0.00071818336413842195 -0.00041622895206373578
leaf_count=6669 13872 6994 19265 7633 22386 29881 26349 18376 3986 12020 15038 10801 4969 26277 12394 16254 8016 9837 19657 15369 3449 533 1795 4927 23071 1328 7749 1220 3408 8408
internal_value=0 -0.0475579 0.00710858 -0.0165361 -0.0333093 -0.0685136 -0.167251 -0.152183 0.117009 -0.0940371 -0.00104382 0.068038 -0.23671 -0.0354527 -0.138741 -0.168478 0.00250142 0.222154 -0.297508 -0.353578 -0.0641498 -0.0144378 0.0481605 -0.0532291 -0.0951406 -0.250356 -0.451567 -0.27268 -0.038395 -0.333985
internal_count=361931 287068 182381 165875 158242 130075 58949 104687 28167 70287 71126 41245 74863 50691 24414 44294 30444 16506 34400 30569 22428 18979 24181 31276 28040 16697 14743 19596 18446 27673
shrinkage=0.0024408


Tree=316
num_leaves=31
num_cat=0
split_feature=785 728 617 1423 1431 728 125 50 686 519 1010 1298 1361 131 723 1470 906 56 188 1367 1361 816 1467 1469 1307 783 652 1020 1426 1368
split_gain=980.036 700.488 503.244 399.605 325.062 267.694 265.52 264.263 184.42 156.744 148.836 147.68 185.517 146.98 143.149 138.793 136.616 115.251 118.252 110.234 122.763 106.69 105.629 104.821 100.875 96.917 89.1877 88.9275 85.3505 84.6199
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 1.0000000180025095e-35 1.0099929608726099 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.321975669573771 2.1420547332082829 1.9615424434015647 1.0000000180025095e-35 1.0000000180025095e-35 -0.67630721506970115 1.0000000180025095e-35 -1.2126727935954851 -1.4801818160763787 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.6212945108504591 -1.3066623469784679 1.3390041783085433 -0.63546430323187786 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 7 15 13 10 19 12 -7 -3 -11 -2 27 18 -18 20 23 -19 26 -8 -5 -16 -9 -15 -6 -21
right_child=1 8 -4 24 28 11 9 22 -10 14 -12 -13 -14 16 25 -17 17 21 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028628044866726472 8.1822362828421161e-05 -0.00034872841106263779 -0.00032044659344870251 -0.00017974721504648397 -0.00015294508504172275 -0.00012249777114241992 0.00024537476889144473 9.5302852354586532e-05 -0.00043066777049486027 -0.00013179147382566374 0.00030234183290005483 0.00031322350865638817 0.00026288245551059147 -0.00029469792537075703 0.00057596871742757313 -0.00028151152000209089 -0.00043895900229869595 -0.00021953271141581307 -0.00018390112794970285 -1.2274097157670152e-05 1.158809980283102e-05 -3.6578073406419437e-06 0.00045534020332352505 -0.00026899314100340137 -0.0003890975957654053 0.00021027382039873974 -8.2808426125279631e-05 0.00074238086554311402 -0.00037415183602576953 0.00013462808672388721
leaf_count=3396 3337 26349 30424 30217 15416 5858 1023 10722 22162 2205 4048 14093 6212 393 2233 24024 11479 14870 13037 21344 14952 11029 1126 10116 9739 5826 21132 616 7759 16794
internal_value=0 -0.178866 -0.1201 -0.0869212 -0.0443483 0.193789 -0.00920089 -0.116574 -0.339501 0.0623383 0.0273064 0.256142 0.098978 -0.292427 0.27802 -0.286013 -0.227953 -0.244704 -0.359251 0.00343794 -0.0979625 -0.15147 -0.00373509 -0.265216 -0.280221 0.389691 -0.0260286 0.511053 -0.276756 0.0685144
internal_count=361931 332372 232437 202013 162057 29559 138882 60341 99935 78541 68277 26163 12070 77773 10264 27361 51424 50415 24516 64229 26091 25899 32980 11139 39956 8059 31854 1009 23175 38138
shrinkage=0.00080257


Tree=317
num_leaves=31
num_cat=0
split_feature=785 728 1100 181 125 50 712 194 752 470 561 1237 1160 1361 683 471 188 789 938 470 497 713 1470 803 279 852 395 271 389 723
split_gain=1267.3 863.841 632.824 537.67 387.805 351.646 317.305 222.403 215.596 173.245 172.067 164.446 155.185 197.836 155.137 147.214 129.144 128.843 124.264 123.119 120.731 116.702 113.797 105.819 98.6533 97.2408 95.4005 89.3786 87.4104 86.1372
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -0.76455979573956789 1.0000000180025095e-35 0.49009836524369915 1.4298092310842805 1.0000000180025095e-35 1.0000000180025095e-35 -1.3831318875547542 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 1.7994569942083281 1.0000000180025095e-35 -1.2126727935954851 3.0813325700491205 -1.244889024342843 -0.22706799479215015 1.0000000180025095e-35 0.97972484085949774 0.87707395870045979 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 -1 22 -3 16 18 12 13 -8 -6 -11 -10 20 23 26 24 -20 -2 25 -16 -7 -5 -9 -24 -22
right_child=1 8 -4 19 14 10 11 27 9 15 -12 -13 -14 -15 17 -17 -18 -19 21 -21 29 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00029333337474028091 -2.9342397885297654e-05 -0.00039364415056806638 -0.00032410642139922444 -0.00047170146707949193 -0.00012963641107613584 -3.864812417990195e-05 -6.7913820046576473e-05 -4.0992709145983766e-05 -0.00044622548857047598 -0.0002391142739684234 -0.00013896242636362964 -0.00020145762229080858 0.00034817463150002185 0.00029764603619692164 -0.00030645491509027483 -3.269371507563003e-05 -0.00023324404093984089 -8.3370756211624918e-05 0.00011190455494818401 -0.00015973283458039643 -4.5463017510739422e-05 -0.00016245213229242774 -0.00036083566046216255 0.00056751812469288214 0.00013605666336302785 0.0001229073501512093 -0.00023799323477369881 -0.00036627025092717734 -0.00013967635821961693 0.00044040511828311962
leaf_count=3225 3932 33705 31093 9053 6527 12472 5749 20196 14740 20596 18050 1892 12624 6069 1174 12952 17942 5155 4782 20909 858 11108 22151 791 21302 20888 10171 2236 5689 3900
internal_value=0 -0.201586 -0.136466 -0.0985346 -0.0493389 -0.108349 0.218713 -0.239329 -0.377444 -0.309814 -0.0172834 0.283631 0.324804 0.167136 0.114568 -0.209005 -0.430581 0.164905 0.0405216 -0.321921 0.216146 -0.106772 -0.366653 0.105417 0.15695 0.087763 -0.454333 -0.0948598 -0.420825 0.483174
internal_count=361931 332372 232437 201344 161211 122295 29559 54204 99935 66230 68091 26334 24442 11818 38916 33548 32682 32389 50041 40133 27234 15890 31772 34151 22476 33360 19224 22432 27840 4758
shrinkage=0.000737391


Tree=318
num_leaves=31
num_cat=0
split_feature=785 728 181 893 872 519 727 120 595 804 723 1309 21 1467 746 723 938 710 263 21 941 791 1160 1154 578 927 773 1361 740 1193
split_gain=851.453 645.376 455.173 357.785 278.768 291.618 242.081 196.841 190.942 175.149 170.958 142.363 147.888 140.686 126.174 117.419 135.954 112.221 107.776 101.262 100.812 100.312 99.4724 163.499 92.9083 93.356 91.0027 90.9139 87.4904 80.8341
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6744786423712141 0.85297537480346686 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35 0.29878677988246938 -3.9164670491403295 2.6212945108504591 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.44168008893566513 1.0000000180025095e-35 1.0000000180025095e-35 3.0707296396180284 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0483613175537825 0.70271917444219445 0.55035703183932794 1.0000000180025095e-35 4.2386806022684906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 17 13 11 20 -7 12 -3 15 28 -2 21 24 -4 -8 -6 -17 23 -9 -1 -26 -12 -5 -14 -10
right_child=1 8 18 27 9 10 19 22 29 -11 26 -13 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00044962959966357363 5.8418721465002549e-05 0.0010047381233475004 -0.00035702172362839018 -0.00035195159122625798 1.6165228695843735e-05 -0.00023919749609867209 0.00011834158407829262 -0.00048208304485135322 -0.00046823682240993358 0.00039163379012475703 0.00039946498553289892 -8.2223602254695416e-05 -0.00050369374846242663 0.00036136195088115218 -0.0002126118353533754 -0.00010042715907370678 -0.00023221019149623578 -0.00030837517427371482 -0.00018356857476048847 0.000374944342233437 0.00037905333843659035 8.6133899187952866e-05 -0.00012078951416097947 -0.00015660496211304165 -7.307386157788019e-05 0.00045538475487725123 3.9514480228754971e-05 -5.1037766330611482e-05 -0.00029220225087506679 0.00075857321823094169
leaf_count=1250 17414 199 23755 18162 24918 2078 6893 9379 20167 4295 5316 13914 14425 2087 34363 28173 16397 3309 24585 10115 2060 11148 24682 11536 7072 920 2558 3894 16711 156
internal_value=0 -0.178012 -0.121602 -0.077844 -0.0480524 -0.0902906 0.171094 -0.120009 -0.332691 0.117854 0.219183 -0.28735 -0.33364 -0.0583427 -0.340983 -0.0737547 -0.11912 -0.0341263 -0.313526 0.323992 0.0562155 -0.0567988 -0.230346 -0.342606 0.0673183 -0.0104723 0.340762 -0.349947 -0.453744 -0.545746
internal_count=361931 332372 232437 184097 162041 130768 29559 120816 99935 31273 9952 79612 65698 75219 65499 73132 55718 12551 48340 17008 26978 39321 45597 20915 9242 7992 7874 22056 31136 20323
shrinkage=0.000833525


Tree=319
num_leaves=31
num_cat=0
split_feature=785 728 181 893 125 727 50 595 194 1469 1309 21 803 746 150 1430 1436 889 789 263 1454 21 727 746 858 1361 740 478 942 689
split_gain=1160.46 808.066 582.862 454.731 362.478 310.64 286.402 213.071 203.955 173.857 159.295 161.676 142.987 140.828 140.094 129.616 157.126 128.376 124.892 120.778 120.045 117.884 115.206 112.865 119.963 96.4959 91.244 90.2336 88.5048 86.2711
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6744786423712141 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1374964112163577 0.29878677988246938 -3.9164670491403295 3.0813325700491205 1.0000000180025095e-35 -0.572229863602436 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 0.66766320980544069 1.0825608069246189 0.55035703183932794 1.0000000180025095e-35 1.3930357108364988 0.44633743931240322 -0.4288425582216272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 17 8 10 22 -8 11 -3 15 26 -6 16 -11 -1 23 -4 -17 27 -2 -16 -25 -5 -13 -7 -24 -15
right_child=1 7 19 25 14 21 9 -9 -10 12 -12 13 -14 29 18 20 -18 -19 -20 -21 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=9.118012569576298e-05 -0.00011344282887635246 0.0010096981457589818 -0.00039310529183330517 -0.00038652723104634504 -6.6565057685036446e-05 0.00020724054401797298 0.00018568026381422863 -0.00049193273028672415 -8.0604176946604764e-05 -0.00034528807419792435 -0.00010802484999637932 -0.00053662698521293652 0.00052344193685907397 -0.00010401418909395638 7.9706139502033296e-05 -9.9245052719781207e-05 -5.6281554767491255e-05 -0.00024704363276093009 -0.00010686509162052321 -0.00021403259336725251 8.4855180271953262e-05 0.00041226931848655304 -0.0004327029387418079 0.0003729830840401833 -5.7754329358947291e-05 -8.3253645700029114e-05 -0.000327262903229266 -0.00036652699541019697 -0.00018025906882129404 -0.00029876812918403026
leaf_count=7707 8031 199 23755 18162 12043 6078 8123 20323 22549 9870 13914 14425 963 9378 11986 20715 12247 4844 4262 24585 16634 10115 17801 8903 1915 3894 16711 815 5999 24985
internal_value=0 -0.206645 -0.143702 -0.0942312 -0.0605357 0.196824 -0.117428 -0.376904 -0.235622 -0.0355488 -0.329277 -0.377314 -0.0736817 -0.384809 0.0978596 -0.0869109 -0.213101 -0.0352876 0.171652 -0.357723 -0.018311 0.366813 -0.357785 0.226762 0.363216 -0.396039 -0.501399 0.172188 -0.439275 -0.294682
internal_count=361931 332372 232437 184097 162041 29559 122932 99935 54380 68552 79612 65698 60429 65499 39109 59466 22117 12551 27066 48340 37349 17008 31831 22804 10818 22056 31136 6893 23800 34363
shrinkage=0.00082439


Tree=320
num_leaves=31
num_cat=0
split_feature=481 43 1442 705 1361 1367 785 803 815 1154 1469 1392 608 67 726 497 188 1023 1467 816 332 1469 1367 869 914 1078 1470 878 792 923
split_gain=441.134 311.932 258.55 209.644 192.881 182.769 155.285 154.058 130.58 154.293 128.241 119.854 111.502 119.265 96.0337 94.3816 93.8948 88.4621 85.946 81.571 79.9067 79.7521 102.956 75.5459 78.0869 75.2938 72.259 72.1318 93.3545 71.3025
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1256444746497445 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 -1.0706168552173836 3.1172922039692916 0.66665475971017707 0.77035905420283102 1.0000000180025095e-35 2.2841970610333457 1.0000000180025095e-35 0.36003600613833892 4.0242090356330973 2.9000507500104784 1.0000000180025095e-35 -1.2673214316849539 1.0000000180025095e-35 1.0000000180025095e-35 0.77002658577057692 1.0000000180025095e-35 0.19075927999884934 0.66426471340353599 1.0000000180025095e-35 -0.86449023226567734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 -1 -2 10 9 21 26 12 13 14 29 -5 20 -10 25 27 -3 -4 -23 24 -16 -6 -8 -14 -29 -12
right_child=6 16 3 15 18 -7 7 -9 17 -11 11 -13 19 -15 23 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.001534505404784523 0.00063795022386130913 -0.0014846688106917969 0.0004009486738447603 0.0003555382157483354 -0.00022905261610287197 -0.00056099371752457402 0.00081994963191059941 0.00075742537998916095 -0.0001748191948864746 -0.00010243804595437069 0.0022787362280247822 0.0033562543526223271 0.00043287021645981824 0.00013576509720457383 -0.00023070832196630397 0.0019009386929637372 -0.00055457428604078856 0.0003210589234737302 0.0018728747615420294 -0.0017337418486702628 -0.00077694971491840093 -0.0012167159326936391 -0.00030365570708315695 -0.00089290549465372785 -0.00098316914037565868 -0.00080767942920639086 3.680214020793675e-05 0.00081967396636863966 -0.00087861183257643939 4.8507714074468394e-05
leaf_count=14419 11364 13634 1548 14870 40207 19717 5819 6364 33186 20674 419 258 13154 13698 22892 1102 29389 14532 519 563 14631 15662 6280 14265 5687 10384 7320 1259 2903 5212
internal_value=0 -0.139841 -0.100335 -0.0343288 -0.19578 -0.339997 0.0188679 -0.00762863 -0.0747547 -0.165928 -0.0298774 -0.0622319 -0.0670833 -0.111767 -0.164305 0.17942 -0.292726 -0.00455787 -0.116069 0.0672419 -0.398043 -0.302399 -0.343463 -0.200258 -0.139942 -0.125759 0.150353 0.0916885 -0.134275 0.0891353
internal_count=361931 250754 193100 107854 85246 34136 111177 99813 91882 44164 93449 80310 80052 62173 48475 15972 57654 47718 51110 17879 28265 23490 21942 42844 28579 50591 13139 17316 4162 5631
shrinkage=0.00265782


Tree=321
num_leaves=31
num_cat=0
split_feature=890 547 125 50 705 1223 1229 795 1447 1470 802 785 1436 1430 21 652 278 1454 789 543 815 784 1459 724 1014 21 1454 1453 858 789
split_gain=423.73 341.597 296.717 397.103 215.403 191.243 223.614 146.552 142.873 136.533 123.382 121.259 119.759 157.317 118.871 113.213 95.5604 86.8324 85.7763 76.4668 71.4178 69.9534 69.7888 67.8574 67.6268 66.0099 65.9649 65.1144 64.7726 64.2049
threshold=-1.0182342416987082 2.2607263609058417 1.0000000180025095e-35 1.0000000180025095e-35 0.90721770011872871 1.0000000180025095e-35 1.0000000180025095e-35 -0.29258408639884992 0.74484333252909696 -1.2008461188180046 2.3997028388336878 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 -0.55024281929118113 -0.20780371193884792 -0.2363894608792538 1.1248358748350926 1.0000000180025095e-35 0.67237773758774566 -0.43785067584756471 0.62808234331694257 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 3.8331818028246452 1.0270461581008248 1.0825608069246189 2.1947927481295069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 9 8 6 -1 20 10 -2 12 -5 13 -4 17 -13 -11 -7 19 25 21 -6 27 -18 26 -14 -16 -8 -27 -10
right_child=1 -3 4 11 7 14 22 -9 29 16 -12 15 18 -15 24 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0013176756072953624 8.0179422978009977e-05 -0.00073121440347098242 -0.00061897072386581781 0.00059303334278876089 0.00020844160625871699 -0.00030115898468910607 -0.00070272052033342012 0.00011155350861491102 0.00038392949716603894 -0.00095000759251340423 -0.0010213235134848135 0.00021477023501829557 0.0031576645698295847 2.6482317841214777e-06 -0.00037517021917432162 -0.00022757949159606008 0.00019024443661718176 0.00033545398999998514 -0.00042813869234792118 -0.00040022177468426203 0.0011356857790499491 0.00094020592458540038 0.00011867530759380451 -0.00057758713598112421 -0.00081969628280038767 0.00026349167435443305 0.0016525612433370654 0.00039402373223809331 -0.00030866623228506068 -0.00075185136832592889
leaf_count=17787 6138 20741 16132 5785 6121 11716 16942 15735 17055 21226 3517 17896 114 18038 25711 33910 3072 8790 5905 4992 4803 4110 3847 22813 9984 32121 282 1418 4249 981
internal_value=0 -0.0418116 -0.0223968 -0.109031 0.0383715 -0.21736 -0.355922 0.181256 -0.00713837 -0.26273 -0.0437001 0.00216393 -0.029382 -0.124835 -0.139946 -0.0312491 -0.309482 -0.00410975 0.0343808 0.0659564 0.321906 0.22802 -0.214256 -0.219013 -0.216452 0.0955486 -0.158183 -0.278243 0.0902726 0.148404
internal_count=361931 265454 244713 110840 133873 96477 39994 30769 103104 53249 85068 57591 81551 34170 56483 51806 47111 20506 47381 41476 15034 10231 22207 25885 35977 36484 25993 18360 36370 18036
shrinkage=0.00218548


Tree=322
num_leaves=31
num_cat=0
split_feature=888 253 1423 120 1362 955 789 1458 852 1290 1454 1467 1457 671 1465 51 388 815 539 809 1452 1371 21 346 686 1430 50 56 683 652
split_gain=415.682 349.467 212.236 191.905 174.106 169.391 131.95 131.318 111.566 96.9513 99.1603 93.8545 93.1178 87.2704 87.1697 87.0477 83.9177 83.3998 81.9068 92.9914 81.8933 79.6465 74.6985 71 70.945 69.4549 68.5373 95.6866 66.9932 65.8366
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0077541972150732 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0747610123934368 1.8124611990991408 -0.2363894608792538 4.0242090356330973 0.68635126017805159 0.66766422009387627 -0.25959171523109997 1.0111847875080273 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.8075782449106812 3.4357416210103824 -2.9709283393608152 1.4565264822753015 1.321975669573771 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.07329023030195 -0.98896428961744431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 6 8 11 9 10 29 17 14 -8 20 21 -4 25 19 -6 -7 24 -9 28 -2 -3 27 -16 -19 -1
right_child=15 4 16 -5 18 12 13 22 -10 -11 -12 -13 -14 -15 26 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00056888358288439706 -0.00034634705887416644 -0.00099093731703768788 -0.00020368962533597068 -0.00032576278789186872 -0.0012342799664064802 -0.00033071310616540248 0.0001022365425980484 0.0028417377931259672 0.0006789392796550317 -0.00046049985036487385 0.00042890694538706567 0.0025502763075850232 0.00037145695384867213 -0.00067084844059788786 -0.00087720137109402268 -0.001183757167704985 -0.00072799714864768344 -0.00064437595945949686 -0.00039413475408435364 -0.00053779939522816556 -0.001293896748979484 -0.0013363300262413727 6.24079016660938e-05 -0.0010428621471448506 -0.00086826039012497718 -0.00037823089509963776 0.00025860908582641697 0.00013696323306315239 3.4319098996623664e-05 8.3682622452067008e-06
leaf_count=4817 25219 8730 27629 25059 11083 15840 6993 152 11721 4233 33717 219 6609 4812 4608 7388 10766 4610 23467 11691 2386 3259 23912 2059 10332 11139 9668 4207 14806 30800
internal_value=0 -0.0524319 -0.00264914 0.0279746 -0.15395 0.0562959 0.102153 -0.0847396 0.130453 0.099974 0.117835 -0.160182 -0.0550823 -0.0963084 -0.0980877 -0.286264 -0.152023 -0.168352 -0.264516 -0.373963 -0.204014 -0.245756 0.0396541 -0.0821031 -0.215801 -0.280054 0.00333555 -0.141498 -0.0449992 0.0402833
internal_count=361931 315733 203865 165470 111868 140411 97093 65627 85288 73567 69334 41563 43318 11805 36709 46198 38395 41344 46241 22774 18226 38810 24064 21475 35551 19869 18483 8815 19416 35617
shrinkage=0.00220092


Tree=323
num_leaves=31
num_cat=0
split_feature=785 728 548 125 188 728 1148 595 519 723 21 578 1431 470 21 804 526 1470 1361 1367 470 1469 50 471 588 665 1469 21 1100 395
split_gain=1116.03 792.295 520.536 403.737 365.221 296.457 221.129 195.62 182.362 207.021 167.91 149.748 148.873 147.881 136.234 135.247 133.337 132.648 131.747 170.751 130.618 126.903 124.465 119.013 116.06 111.84 103.362 101.103 92.6889 91.2868
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.85514867284464147 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -3.9164670491403295 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.3537602816678871 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.82670318039759672 0.55630078546380823 1.0000000180025095e-35 0.71188872395471614 0.85652824257920523 -0.39788720369829361 0.2439032738895319 1.6293515030253838 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 17 -1 8 10 12 -10 -3 -7 26 22 -4 -8 21 -2 19 -13 29 -6 -12 -15 -11 -19 -5 -20 -22 -16
right_child=1 7 14 6 16 11 15 -9 9 24 13 18 -14 23 20 -17 -18 25 27 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00031242168241158618 -1.8598237304251038e-05 0.0011123407329631596 0.0011733396896229608 7.4048205852806582e-05 0.00014700252028816734 0.00054607631839697322 0.00010925422443368227 -0.00048288139091371335 -0.0002611571787922007 0.00015676216890711579 -0.00042931778261270784 -0.00018383520020609037 -0.00017497158361068745 -0.00027055409041283417 -0.00050898375639714583 0.00052352240415293584 -0.00027522700063714053 -0.00042706629163525108 0.00015274671206679183 0.00023054300865087832 -0.00014735393946223419 -8.3444983228052655e-05 -0.00018399841869015221 -7.0552537323135053e-05 0.00057827397623971192 -0.0001496166785874678 -8.7453857672815707e-05 0.00045467054389296106 -0.00042044917151841285 -0.00027439229366495285
leaf_count=3396 3969 200 148 19816 8708 3407 16094 20323 2867 7679 28799 4789 25904 27264 14048 2247 8086 23956 5854 6229 22412 26158 9461 13888 2048 6179 23853 5884 5661 12604
internal_value=0 -0.187479 -0.124925 -0.0756673 -0.19352 0.209565 0.00319171 -0.357446 -0.0414945 0.169032 -0.311726 0.275028 -0.0825988 -0.317978 -0.318926 0.193324 -0.077543 -0.374344 0.217526 0.0638219 -0.326166 -0.026836 -0.424733 -0.233756 0.294902 -0.429664 -0.0146448 0.358415 -0.230289 -0.450203
internal_count=361931 332372 232437 177564 77056 29559 100508 99935 82167 12594 79612 26163 69573 79412 54873 18341 42952 34104 22756 11018 54725 34866 38260 41152 9727 30135 43669 11738 28073 26652
shrinkage=0.000845866


Tree=324
num_leaves=31
num_cat=0
split_feature=134 785 728 784 1022 1016 921 795 662 590 513 728 858 647 51 497 578 198 727 588 727 1154 1367 746 1359 990 906 1458 1469 730
split_gain=410.913 334.914 321.986 231.253 201.777 223.785 167.051 153.688 124.437 138.154 123.428 122.873 122.079 119.492 115.022 113.066 99.1409 97.2748 96.9284 102.752 94.7229 92.8858 120.308 91.633 90.681 82.9948 82.0898 81.1602 81.0906 80.8256
threshold=1.35321484427453 -0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.58271687606615485 0.58895901036483078 1.0454229551509682 -0.49008176997875957 1.0825608069246189 -0.87782724458594241 1.0111847875080273 2.5623266075722904 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.09266583130301 -0.58699000058528961 0.20667703603638712 -1.2909259808610625 -0.33215574005720661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 23 29 10 9 -4 27 -1 18 -11 17 24 -13 26 -12 -20 -8 22 -18 28 -10 -22 -2 -6 -3 -5
right_child=14 2 8 6 7 -7 20 -9 15 13 12 16 -14 -15 -16 -17 21 -19 19 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00062082996152586873 3.8023908948606321e-06 0.00040187192053397765 -0.00029968969028289715 -2.6113851288114384e-05 -0.00010725850995404601 -0.00011268423980936831 -0.00040596803805578843 -0.00033485017437261469 -0.00049907111767159926 0.0021309624807060983 -0.0001359002045585906 0.0013679528183823291 -0.00069122024325671727 -6.701987856803205e-05 -0.0010429480115365295 0.0008284256489473848 -0.00051760165598071215 -0.00098454498988289414 0.00072316382284358621 0.0020169383028550256 0.00088648085918149975 0.00077924293813614915 0.0005642067187032802 -0.00016966615952405495 -0.0009868809363364876 0.0022248368060422776 -0.0005311682004436293 0.00034679045617701698 -0.00098437326816788392 0.0006040766964756914
leaf_count=2656 13448 1168 11694 21150 34075 36833 1044 23763 44888 1255 2182 3070 1538 1475 16680 1344 4422 11189 5788 1764 4194 9218 5823 5962 18309 1376 28541 14041 26047 6994
internal_value=0 -0.0439491 -0.067567 -0.0239211 -0.0598696 -0.149365 0.123964 0.00456106 -0.193516 -0.0098889 0.0589322 0.174532 0.238763 0.412323 -0.240475 -0.238472 0.220337 -0.189708 0.316908 0.416177 0.399017 0.167537 0.0375621 -0.296064 -0.254827 0.495175 -0.141875 0.0119947 -0.362158 0.0525646
internal_count=361931 292073 266884 187919 153161 70010 34758 83151 78965 14424 59388 25189 11272 2730 69858 64541 22533 53178 9734 7552 6614 19463 10245 33177 63197 5570 41989 48116 27215 28144
shrinkage=0.00249197


Tree=325
num_leaves=31
num_cat=0
split_feature=785 728 1307 263 50 712 56 852 821 470 1357 705 471 1237 1470 1160 1361 188 1465 1166 497 896 890 927 921 43 527 497 547 547
split_gain=991.365 691.981 496.785 415.298 324.881 258.006 228.743 210.001 191.275 169.147 157.804 153.342 146.665 144.373 136.301 134.54 157.665 128.38 124.316 122.755 117.357 103.606 101.024 96.3678 91.167 88.5861 87.6343 75.9193 74.2297 73.5756
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3390041783085433 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0747610123934368 -1.0305144854359449 1.0000000180025095e-35 1.0000000180025095e-35 0.62883063453998334 1.0000000180025095e-35 1.4298092310842805 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.37973282798721492 -1.2508507625752519 1.6127128701036082 -0.43454379769620094 -1.3230736206490437 1.0483613175537825 1.0525743831388839 1.0000000180025095e-35 0.86558768754863191 2.2206245932530155 1.0000000180025095e-35 0.55489234843406188
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 14 10 -3 17 18 -5 27 15 -2 16 -7 -10 21 -4 -13 -6 -8 -22 -9 28 -16 -11 -24 -12
right_child=1 8 19 11 7 13 22 24 9 12 29 20 -14 -15 26 -17 -18 -19 -20 -21 23 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00032106664621154809 -3.2380118920308068e-05 -0.00044006839917605999 -0.00041982701449114375 -9.6256211042292089e-06 5.4175882139064766e-05 -7.3132588631270154e-05 -0.00035641629924091186 9.0859250299446214e-05 -0.00050635523867620955 -0.00028940596871199269 -0.00015416390038555802 0.00011860460912006483 -1.1747979307297191e-05 -0.00023602733050767427 -0.00043223116684239584 0.00038701329158263728 0.00032240813117645489 -0.00025059458257709315 0.00015541670051131024 -0.00020899015942378986 0.00055162408288004811 -0.00014280229956895377 4.6095270812250844e-05 -5.4672608002317846e-05 0.00046097295017805937 -0.00029305637950798313 -0.00017638944558140984 0.00014704475598902126 -0.00025287556290352008 -0.00042376858421186008
leaf_count=3225 4617 30932 19749 23321 13058 5749 5091 8621 15383 20312 20735 12845 13317 1892 26481 12624 6069 18666 9656 25025 3540 22629 15150 915 2453 4559 6245 1325 3385 4362
internal_value=0 -0.175836 -0.11749 -0.0748103 -0.128853 0.198866 -0.245574 -0.0478712 -0.335657 -0.275351 -0.08968 0.0947267 -0.177145 0.25787 -0.368331 0.296924 0.149406 -0.394887 -0.0212761 -0.331605 0.227308 -0.0765458 -0.11322 0.485003 0.19966 -0.0614542 -0.424559 -0.290258 -0.00400144 -0.22257
internal_count=361931 332372 232437 187663 147042 29559 65528 81514 99935 69003 70440 40621 34954 26334 37343 24442 11818 34049 45343 44774 17300 35687 28185 4455 11074 23094 32726 21637 18535 25097
shrinkage=0.000888174


Tree=326
num_leaves=31
num_cat=0
split_feature=1235 785 194 188 678 1430 1367 664 705 728 1467 526 341 832 705 928 50 56 964 50 539 1469 62 257 513 889 1470 1454 803 791
split_gain=778.787 620.813 466.916 486.24 331.474 280.687 214.254 211.558 198.839 152.154 147.562 142.179 135.154 129.452 124.506 122.667 117.627 119.279 112.408 105.209 101.051 100.559 96.5295 92.1474 90.4118 86.504 82.636 81.6543 80.9474 80.7628
threshold=-0.94625487755706195 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.20482571927389429 -0.49008176997875957 4.0242090356330973 1.0000000180025095e-35 1.6369401821412268 -0.55570228183368064 0.89865194425476724 -0.52992354128753727 0.55630078546380823 1.0000000180025095e-35 0.80745641784395206 1.0000000180025095e-35 1.0000000180025095e-35 -0.2995349154645085 -0.37712515092315846 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 -1.0234459971557994 3.8331818028246452 1.9682860324222273 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 9 7 6 -1 12 25 22 16 13 14 -5 21 -6 17 23 -11 20 -10 -4 -3 -7 28 -2 -8 -18 -16 -17
right_child=1 2 4 11 15 10 26 -9 19 18 -12 -13 -14 -15 24 29 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00076534049898797831 0.00014299474538838065 -0.00061846688270960227 1.5181157089429456e-05 9.882138335121947e-05 0.00027300484256706021 -0.00066788157668173714 -5.1594345840522298e-05 -0.00036890924150819116 -3.1526545955678638e-05 -0.0005849506215401286 0.00077304660012637849 -0.00036089639431369263 -0.00037294378475119809 -0.00015394774488506182 -4.5247866056227266e-06 -3.4527720440795132e-05 -0.00012305326562460822 -0.00022645074852060615 -0.00022854225557756923 0.000593710313263039 0.00046904666959945209 -0.0001850044711048743 -1.9772228144317738e-05 -0.00031298990985617403 0.00055930372871420436 -0.00028955615631621708 -0.00043896838485427841 0.0010769706372532131 0.0008528971453163987 0.0002231715689082236
leaf_count=17386 6206 2691 23808 15623 13344 10299 3884 17607 3614 34905 686 11244 7812 28569 6374 22797 17634 25774 6350 7021 3979 25831 6318 8752 2103 3444 19726 247 503 7400
internal_value=0 -0.0815062 -0.116182 -0.22747 -0.0387266 -0.305417 -0.463194 -0.116525 0.214338 -0.404392 -0.220286 -0.103832 -0.067982 -0.054776 -0.0373906 0.0946755 -0.232139 -0.294982 -0.468858 0.360019 0.201328 -0.0780915 -0.146274 -0.437046 0.1695 -0.00064326 -0.334167 -0.0924596 0.0583604 0.0258209
internal_count=361931 257543 233279 105700 127579 104388 40996 84038 24264 50264 63392 55436 66431 44192 58619 43541 62706 44825 41255 14614 7593 49639 9009 19051 8980 9650 23610 17881 6877 30197
shrinkage=0.00110931


Tree=327
num_leaves=31
num_cat=0
split_feature=1100 388 869 705 1464 478 1431 593 795 1463 1453 1371 728 733 21 1089 639 1469 470 1430 1367 1469 1080 1079 486 1306 821 598 464 1455
split_gain=415.213 342.228 280.984 193.125 171.138 139.661 126.218 125.215 108.388 103.393 101.078 97.6652 91.3423 88.3725 82.8879 81.9927 76.4366 76.3704 74.7098 71.8879 103.441 98.5017 71.1806 70.0789 64.502 64.4652 63.6504 61.551 60.9133 60.2615
threshold=1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 0.87723755459486374 1.5993600128483978 1.8167082398441956 1.0000000180025095e-35 1.0000000180025095e-35 -0.29258408639884992 0.94170239728407068 1.2041679343814773 1.0000000180025095e-35 1.0000000180025095e-35 2.3938204998800492 -3.2545899522946695 1.0000000180025095e-35 0.35589618193648337 -1.2083100587446829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 2.2092738772757108 1.9634214862007473 -0.30088481267204964 0.58313107603469527 -1.0305144854359449 1.0000000180025095e-35 1.0000000180025095e-35 0.21867417406107278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 12 26 15 11 13 24 18 -2 23 -16 -8 28 20 21 -17 -10 29 -4 -20 -5 -9 -3 -1
right_child=14 10 7 8 -6 -7 17 27 22 -11 -12 -13 -14 -15 16 19 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00046020217615851166 0.0026986797780723143 -0.0010370990871909828 -0.00030766893885157638 -0.00023881662173309124 0.00062875913990375059 -0.00070155491454050752 0.00064132456304548044 -0.00038572233435432528 5.156207478108919e-05 0.00055424328687993642 0.00016230556739735898 -0.0011875606169651617 -0.00051638515112689297 -0.0010811051246085355 -0.00057057536746587287 0.0012719567837812988 -0.0010966107837540181 -0.00031559930473390549 -5.5884676223990068e-05 0.00032746185989396883 0.00022432264652299879 -0.00067077434713473736 0.0013046186479191873 0.0006052584765763744 0.00013106168687702403 -0.00087988846280464389 0.00073834723144117361 -0.00088633065703275628 -0.00039070005912115519 0.00012369870178118912
leaf_count=16538 135 9059 13684 1922 8553 10003 2089 16557 18658 9275 5573 7641 15474 7148 35069 609 13733 39047 16591 21962 10799 8654 995 2074 22265 3334 15671 12768 10183 5868
internal_value=0 -0.0510929 -0.0197705 0.025572 -0.011852 -0.0317567 -0.0134451 -0.12688 0.152526 0.0346932 -0.208618 -0.240423 -0.0655644 -0.203219 -0.287887 0.00575765 -0.294966 -0.109329 -0.163516 0.0596175 -0.032443 -0.210125 0.0508669 -0.0901898 -0.0117577 -0.0749752 0.267734 -0.245556 -0.272316 -0.126068
internal_count=361931 312994 253465 172717 135471 126918 116915 80748 37246 75779 59529 53956 51423 46315 48937 66504 48802 41136 39167 42024 20062 9263 19653 24480 35949 19925 17593 29325 19242 22406
shrinkage=0.00239968


Tree=328
num_leaves=31
num_cat=0
split_feature=785 728 871 203 519 872 712 1431 595 1469 804 1436 1430 723 21 1298 1361 470 540 464 125 253 933 614 588 188 1193 829 638 382
split_gain=986.087 636.276 479.479 388.612 295.508 271.203 268.345 202.371 184.576 184.178 183.379 173.388 249.73 172.451 158.746 155.876 205.839 154.205 128.451 124.808 108.064 102.37 101.883 100.609 95.9886 93.3307 88.6627 84.2271 83.6355 81.0239
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3520813746060025 2.1420547332082829 0.85297537480346686 -0.63779424894106762 1.0099929608726099 1.0000000180025095e-35 -1.0116054822771126 0.45538871002063286 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.68806224955729689 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 4.2386806022684906 1.139381236436247 -1.9689564536147179 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 -1 9 14 -2 -7 12 -11 -6 -3 16 -8 19 28 -16 25 -4 24 -13 29 -5 -10 -28 -19 -15
right_child=1 8 21 20 13 10 15 -9 26 11 -12 23 -14 22 17 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00034343558582796064 9.136947549572126e-05 0.0011710179235621949 -0.00022678800946791165 -0.00058851704438621485 -0.00020328048548200352 -1.1014027148554472e-05 -0.00015659648003622491 -0.00030275216212956454 -0.00050924251683933156 -0.00041165327037258277 0.00029611651109934695 -0.00016140033325039149 -8.5388157834215508e-05 0.0005171530053366709 -0.00051724048290637339 0.00035279093455035525 0.00030011767827158286 0.00068576316160290384 -4.9704264606533039e-05 -0.00027279602052912198 -0.000174771938705353 -0.00042047428921267058 -2.4454941139026893e-05 2.0630923822524685e-05 0.00078180495201148645 -0.00026401042721628054 -0.0009072344415572346 0.0019186491509258941 -0.00028544221905265764 0.00010002995025135423
leaf_count=3225 17350 200 27996 8031 2332 18266 5918 16628 20167 15724 8993 16086 19833 2729 17349 14167 6249 262 13909 20911 17665 18313 1868 28530 1600 7836 79 77 26981 2657
internal_value=0 -0.182713 -0.126775 -0.0832675 -0.0429801 -0.0696572 0.191366 -0.114459 -0.336031 -0.0809986 0.105463 -0.123396 -0.235196 0.250797 -0.291587 0.25178 0.0909318 -0.297712 -0.211352 -0.407278 -0.2988 -0.329516 0.366413 -0.0433359 0.468991 -0.443608 -0.545435 0.985277 -0.301418 0.347329
internal_count=361931 332372 232437 186128 152596 141410 29559 114151 99935 97523 27259 80173 35557 11186 79612 26334 12167 79412 41152 38260 33532 46309 8854 44616 6986 15867 20323 156 27243 5386
shrinkage=0.000905937


Tree=329
num_leaves=31
num_cat=0
split_feature=785 181 728 1445 852 712 476 921 815 470 1430 1022 1361 539 263 188 402 1361 716 1442 783 50 727 593 21 1298 1464 1436 1465 1031
split_gain=956.409 728.458 569.751 412.643 289.963 257.653 207.432 179.682 173.337 170.206 169.295 162.481 206.793 145.852 142.205 146.489 140.999 131.96 128.096 124.725 124.124 121.451 119.7 105.006 103.745 101.625 92.1779 91.3643 84.9669 82.8075
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.76640973051476358 -0.22706799479215015 -0.63779424894106762 -1.316508667510939 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.6695026854463163 1.6445160113075163 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.39849607246918939 -1.2625182715263061 1.1155635910225459 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4925201905101055 1.0000000180025095e-35 0.84595576380118198 1.6568736917453439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 13 -1 26 8 10 21 22 12 -7 17 15 -3 -11 25 20 29 -9 -4 -8 -21 -13 -2 -6 -24 -19 -5
right_child=1 14 9 19 6 11 7 18 -10 16 -12 24 -14 -15 -16 -17 -18 28 -20 23 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00035850692485835085 -0.00051130804369220679 -0.00050981335299275202 -0.00047156826608442756 -0.00031742194963390127 -0.00024342031979185895 -0.00016939521271604644 0.00010298186026144628 0.00023031638525345777 0.00012102539192053161 -0.00028936572146949106 4.9147667740571755e-05 0.00017980575422774417 0.00029478724630289694 1.6744092873074236e-05 2.7587190662747514e-05 -0.00031043477092627551 -4.4499093730252199e-05 -0.0001587601866967233 -0.00020395205203400002 -8.0237863263772421e-05 0.00068771084115133176 -0.00020117473308629299 -0.00048620826802193951 -0.00033566385769544146 0.0004989046675164335 -0.00020330245333664393 0.00034665117832302248 -0.00010039839654065731 0.00018425999640805024 -0.00067648150385073462
leaf_count=3225 8606 31072 28570 14197 12309 6145 2859 6667 31227 26736 15248 5945 6506 13558 3060 35688 13656 19270 1592 17614 2544 9493 7410 10172 7738 9220 1009 3495 2928 4172
internal_value=0 -0.19167 -0.144136 -0.0856629 -0.0336421 0.175886 0.0369369 0.0764431 0.0336777 -0.304648 -0.0830119 0.235053 0.0778369 -0.152917 -0.396587 -0.420299 -0.21292 -0.21964 0.302218 -0.263935 0.385505 -0.419124 -0.261352 -0.178398 0.381261 -0.361047 -0.205704 -0.367991 -0.118277 -0.40901
internal_count=361931 332372 262552 184097 137942 29559 84360 71042 60239 78455 29012 26334 12651 53582 69820 66760 40392 40024 10803 46155 9211 38063 13764 27786 13683 17826 13318 10905 22198 18369
shrinkage=0.000940957


Tree=330
num_leaves=31
num_cat=0
split_feature=785 728 1100 576 784 519 727 921 1458 595 21 667 719 181 65 889 50 788 1367 1430 539 1016 888 724 795 730 962 1160 1469 930
split_gain=824.516 662.149 441.774 362.14 283.447 269.726 222.829 219.794 195.487 179.967 143.159 140.571 137.006 128.008 126.292 117.444 115.737 115.091 105.522 118.895 103.752 116.03 99.7564 98.792 96.8004 95.2301 93.8688 93.1003 91.922 90.775
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 -0.64782611375555454 0.9594655836162902 2.1420547332082829 1.0000000180025095e-35 1.0525743831388839 0.20667703603638712 1.0000000180025095e-35 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3605314985471562 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.6695026854463163 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.33215574005720661 0.78457125397875782 1.0000000180025095e-35 -1.3184646215665221 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 14 5 8 15 25 13 10 -3 22 17 16 20 -1 18 -7 19 28 21 27 -12 -9 -18 -6 -8 -2 -5 -27
right_child=1 9 -4 4 7 12 26 23 -10 -11 11 -13 -14 -15 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0001265744576309832 -0.00056480876634353017 0.0013101370705303746 -0.00039305130694202307 0.00035152976754135892 -1.5581696786045924e-05 0.00012963517980367682 0.00041329254118485523 -0.00011340521920143009 3.5415476785875557e-05 -0.0005660450577496455 -0.0001980884954730969 -0.00044298418167875066 -0.00030264805571897634 -0.00036693159256619693 -0.0004670283987553339 -0.0002929534342298541 0.00012038522139307983 0.00062789115772454512 -9.2920603059260947e-05 -0.00014643800196342444 1.8994880457969981e-05 -0.00013270571954677757 -0.00052903615931221433 0.00064544824276613355 -0.00026093612824958811 0.00052584687249742387 7.8179264119872543e-07 -0.00022032757291179692 -0.00053056906501687236 -1.7191197966212801e-05
leaf_count=7707 9001 200 31093 545 16693 3891 14134 897 30287 20323 44327 28831 1620 14428 11626 4844 11496 3451 25611 11009 8340 19460 6254 4428 3909 3331 2874 8062 10861 2398
internal_value=0 -0.167822 -0.11054 -0.078978 -0.0274454 -0.0719946 0.176189 0.151571 -0.10227 -0.324944 -0.280953 -0.286777 0.241049 -0.157816 -0.225168 -0.0208044 -0.12078 0.34482 -0.172532 -0.281965 -0.178208 -0.229677 -0.220088 0.496194 0.0246617 0.0615178 0.323168 -0.365776 -0.448406 0.284111
internal_count=361931 332372 232437 201344 144855 117108 29559 27747 108146 99935 79612 79412 8962 77859 56489 12551 63431 7342 48026 22415 44863 36523 50581 5325 15405 22422 17008 17063 11406 5729
shrinkage=0.00106185


Tree=331
num_leaves=31
num_cat=0
split_feature=479 1378 1436 1430 1459 869 1020 664 1304 800 1235 545 1463 671 728 1469 677 705 120 401 1430 982 857 21 1458 1453 513 804 791 705
split_gain=423.497 334.099 253.915 334.169 156.66 156.391 154.446 130.275 129.348 117.889 103.914 98.0825 96.5512 93.6852 88.9216 88.8825 85.196 75.9053 73.7627 73.0483 93.5173 68.1736 67.5792 67.2831 66.2252 65.3915 65.0803 64.2831 63.7193 62.8736
threshold=1.388869425783259 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.6997810996132513 -0.57653763495970078 0.44670980992553178 1.0000000180025095e-35 -0.64587093632554571 -0.57812715656594349 -0.94625487755706195 1.0000000180025095e-35 0.36944779107197662 1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 1.0000000180025095e-35 0.56887034349225363 1.0077541972150732 1.0000000180025095e-35 1.0000000180025095e-35 3.5955928533842081 1.0000000180025095e-35 -3.5382515652285238 -0.21238062798407994 1.5066730237445995 1.0454229551509682 1.3537602816678871 1.0000000180025095e-35 1.2284335450172812
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 -3 7 14 -1 27 -5 13 19 16 24 -10 23 -12 -13 20 -11 22 -17 -2 29 -26 -19 -7 -21 -4
right_child=11 5 4 10 -6 9 -8 -9 15 12 17 18 -14 -15 -16 21 -18 26 -20 28 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0012803137340222496 0.0034790587410254582 0.00045208882171954268 -0.00033156824567911368 -0.00048034312795036443 0.00031207397817138607 0.00023447643894494236 0.00016985746673999589 -0.00069176753876961684 0.000342583467707117 -0.00082460845582221309 -0.00018190703844036841 -0.00015751101385233344 0.00023125892141417337 -0.00048147257892086252 -0.00047308106638729706 -0.00050545627799104885 -0.00069343763008701109 0.00014783691172507568 -0.00093692860922171752 -0.00017943421759797725 -0.00016410477632928562 0.0034483700656860604 -0.0010155123044256525 -0.001449227220215993 6.5778952231641973e-05 0.0010896439959053436 0.001141949925797579 0.001035404205528307 0.00028555538253944538 0.00040096941516103249
leaf_count=12469 45 19380 17864 16579 17342 13980 21612 15168 1798 8204 19847 17559 14796 21974 17184 16217 11913 8788 3735 17532 12987 72 11413 11648 16235 1220 1350 2101 8294 2625
internal_value=0 -0.0473222 -0.1005 -0.191465 -0.034555 0.0479255 -0.070604 -0.121722 -0.351601 0.00619174 -0.0741617 -0.252596 -0.0353934 -0.320367 -0.0774806 -0.277853 -0.442695 -0.00448161 -0.130535 -0.0820324 -0.179314 -0.313666 -0.320503 -0.639438 -0.0255196 0.0661406 0.134683 0.157719 -0.0139646 -0.105974
internal_count=361931 295057 197783 88533 109250 97274 91908 70296 41969 77894 46564 66874 61813 45580 55128 29500 23606 29985 21294 47017 21191 27702 27630 11693 37944 17455 10138 16081 25826 20489
shrinkage=0.00218937


Tree=332
num_leaves=31
num_cat=0
split_feature=681 785 728 803 1431 677 878 728 804 667 791 692 395 578 1292 1436 1467 917 1221 803 513 727 1450 401 733 1458 900 832 1467 1457
split_gain=403.672 341.549 320.818 238.753 199.732 162.265 227.38 159.937 155.187 124.186 121.159 119.751 95.354 95.2118 91.7103 102.82 90.2475 89.778 83.6688 77.011 76.2753 75.3146 87.6888 74.4696 73.6908 72.0037 68.5489 68.4502 67.1767 66.8309
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.85523949479533445 1.0099929608726099 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 -1.0353775541481285 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 2.6212945108504591 -0.65713348567575725 1.0000000180025095e-35 3.0813325700491205 1.0454229551509682 1.0000000180025095e-35 2.5981026157960643 0.66778437295061321 1.0000000180025095e-35 -0.22542553696720377 1.5240651925107771 -0.58640592682085635 4.0242090356330973 1.5416109563948532
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 21 -1 19 17 18 -12 23 -9 15 -15 27 -4 -7 29 -13 -3 26 -2 -19 -6 -23 -8 -11 -5
right_child=12 2 9 8 25 10 16 13 -10 28 11 20 -14 14 -16 -17 -18 24 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00066742621885638152 -0.0010829026569156672 -0.00014630358367488568 3.5411796084697685e-05 1.9836461653987734e-05 -0.00081949993453777974 4.2997343810238399e-05 0.0002092647653820745 0.0011893405013943949 0.00099448682087496668 -0.00072727311170357604 -0.00044357709675337502 0.00030545035962888551 -0.00041934149383049234 -0.00041993960722969614 0.00066991466672008102 0.00046559430964379433 0.0011858657258558532 -0.00032410806840081169 -0.00034411730893189993 0.00090792953080204048 0.00097667094054602259 -0.00092848358419706531 0.0013046888977859725 -0.00034860944974510574 -0.00091874066579655941 -0.00028735361332614363 0.00013906362713271274 -0.00023740565670444678 0.0017123785199059894 0.00087413861841533825
leaf_count=2941 17746 6579 14829 28310 13200 38485 10912 3164 4524 31730 3956 15392 23388 4545 10158 5901 1128 32233 16050 2224 3946 20463 440 4365 7622 12125 1555 21853 279 1888
internal_value=0 -0.0498875 -0.0728544 -0.0303892 -0.0656798 -0.0367415 -0.123478 0.164759 0.115734 -0.193565 0.0212677 0.142647 -0.282881 0.216169 0.166521 0.0356779 -0.0156791 -0.131019 -0.0303846 0.0636744 0.203362 -0.286677 -0.352975 -0.403988 -0.187783 -0.250758 -0.376589 -0.0368238 -0.315467 0.0349212
internal_count=361931 316432 289723 203030 166084 140759 62930 26709 36946 86693 77829 23294 45499 23768 20604 10446 33893 54684 54535 32422 19338 29037 22458 22111 39855 25325 22018 32765 32009 30198
shrinkage=0.00222625


Tree=333
num_leaves=31
num_cat=0
split_feature=341 1097 125 1444 50 56 785 1031 1470 852 464 885 547 1469 1455 789 902 470 1470 858 1323 1371 21 1457 1367 789 388 1430 754 657
split_gain=396.724 348.484 284.164 249.029 210.692 256.854 175.876 172.22 143.293 133.925 114.058 108.66 108.165 106.456 103.06 102.757 103.981 100.226 96.6134 88.0351 87.0956 80.4247 77.964 74.8695 74.0993 73.2868 71.6745 69.2416 73.1932 69.1043
threshold=1.6369401821412268 -0.95342879297703587 1.5320262332576917 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.6568736917453439 -1.1417127449306028 1.0747610123934368 1.0000000180025095e-35 2.9080136987884808 1.0000000180025095e-35 -1.2201123333327371 0.72809816964645935 1.1248358748350926 3.4436453420943347 1.0000000180025095e-35 -0.18769431288052177 1.0825608069246189 3.0082871096711936 1.0000000180025095e-35 -1.0798509198017876 1.339295830115254 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 18 -6 8 23 13 17 19 20 -8 27 16 21 -2 -3 25 26 -15 -16 -1 -7 -4 -5 28 -10 -20
right_child=10 2 11 12 6 24 9 -9 14 -11 -12 -13 -14 15 22 -17 -18 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00014172845749174984 -0.0013772309180375849 -0.00024066678135426786 0.00081525905777666955 -0.00013455869586753098 0.00078819786612078385 -0.00017627298634926246 0.00057224968508295937 -0.00083947362811304636 -0.00051772859719385943 0.00056121588224999517 -0.00037821773359519758 -0.0012176887870956163 -0.00076005920260736632 6.7268076179055774e-05 0.0011243801655600686 -0.00056631658921646618 0.0028251473806275426 -0.0006306845945442108 -0.00095122096425764207 -0.00024348453290479197 0.0027655156271256904 -0.00054109761697874418 -9.9777110023088314e-05 0.0014467455615370798 0.00024254736781876982 -2.616952389542912e-05 -0.00077304894228397841 -0.00018915258542217471 -0.0012574231033115112 -0.00022993555012294309
leaf_count=5554 13354 19013 13812 21648 8719 16607 6130 22952 25521 10743 21703 709 16840 48227 1442 7604 275 13369 15831 2451 201 5925 7878 1204 22014 2450 6184 13790 5006 4775
internal_value=0 -0.046601 -0.00762491 -0.0315865 0.00384479 -0.0795301 0.0692683 -0.175963 -0.117755 0.0391199 -0.278293 0.215655 -0.178118 0.00508051 -0.158195 -0.0214446 0.00939954 -0.397405 -0.21721 0.244217 -0.10018 0.00285076 0.045148 0.173373 0.0303204 0.295132 -0.11121 -0.205623 -0.2699 -0.329895
internal_count=361931 313505 230158 210736 165863 78240 87623 83347 60395 78904 48426 19422 44873 68161 53637 62031 54427 26723 39619 18713 28033 54152 9320 6758 38621 16262 27832 44317 30527 20606
shrinkage=0.00232638


Tree=334
num_leaves=31
num_cat=0
split_feature=181 1238 21 51 848 795 685 714 869 1459 815 878 677 784 1227 795 1016 942 728 728 728 332 740 522 885 1023 735 1455 813 761
split_gain=377.184 306.479 199.441 200.951 153.251 151.939 132.777 119.094 116.475 103.763 100.913 140.405 99.871 98.2133 93.2306 90.21 89.9037 84.9975 81.8685 80.2127 75.1252 74.5395 80.1751 72.3344 65.6648 64.0746 60.838 58.0805 59.4921 57.5629
threshold=1.0000000180025095e-35 -0.6968354641114346 -3.2545899522946695 1.0111847875080273 -0.12845347176744573 -0.29258408639884992 0.58104764358843186 1.0000000180025095e-35 -0.57653763495970078 0.73871680408646412 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 0.45217487547399066 -0.29258408639884992 1.0000000180025095e-35 1.3389284674382023 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.65944866827063242 1.6535846841559774 -0.71745339412579689 2.9080136987884808 6.1500100900864334 2.2560756724538602 3.6094271390138934 0.44561103650162237 2.7698762479640693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 10 6 7 -1 -7 14 11 17 16 20 19 -12 -9 -4 23 26 -10 25 24 -6 -23 -22 -2 28 -5 -8
right_child=9 2 3 27 18 8 29 12 13 -11 15 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.7488424322628427e-05 -0.00054224504519367683 0.002425706171308458 -0.00064822704973529197 -0.00075205401229611762 7.5773609344078011e-05 0.00029594903910602419 -0.00036765216687507875 -0.00017304466960561983 0.00015712858759712884 -3.3715270087011043e-05 0.00032537716212247236 4.179845626117261e-05 0.00072230232337724314 0.00018906160211529539 -0.00019872302831089764 -7.3509208513096346e-05 0.00052489356995626905 0.00045590663167868837 -0.00062081098586694045 -0.00095202951202419232 -0.00047106513611906627 0.00020592460786380222 -0.001155721698120629 -0.00034996918915442216 -0.0012352312273749015 0.0021020593858999291 0.00073672155397723656 0.0016537423628028901 -0.00020837262552302025 0.0019767014616556815
leaf_count=20522 33960 402 16919 20828 10582 12955 7636 6282 6848 10855 19043 18958 14741 12193 13784 22399 7457 1516 17597 15868 26314 7717 948 28494 535 143 699 208 5329 199
internal_value=0 -0.0351321 -0.100114 -0.10476 -0.0727999 0.0395003 0.118125 0.155666 -0.0262001 -0.216629 -0.012916 -0.101101 0.238192 -0.0692054 -0.253663 0.0536769 0.109286 -0.257695 -0.161841 -0.303734 -0.117127 -0.15671 -0.00847347 -0.11042 0.0524409 -0.218321 -0.246236 -0.291565 -0.302405 -0.146021
internal_count=361931 286765 162275 161873 135508 124490 56837 49002 67653 75166 78835 37393 28480 54698 64311 41442 13739 18435 56673 50527 42505 35657 9200 39076 8252 26457 34659 26365 26157 7835
shrinkage=0.00207211


Tree=335
num_leaves=31
num_cat=0
split_feature=598 1423 1465 1431 1464 1458 1022 1468 1016 1462 388 832 1230 1457 194 21 479 1458 1451 21 1097 754 112 729 1463 1454 407 1452 1469 1464
split_gain=371.612 233.489 201.599 195.988 165.337 141.596 118.258 108.472 105.146 101.007 97.5058 94.9919 86.4686 86.3982 83.7236 79.9573 77.1346 76.7468 80.4452 72.8528 71.8061 71.5413 71.0504 70.025 69.9805 97.0309 67.9948 75.1059 69.1314 66.4524
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.56487967955244278 1.0000000180025095e-35 0.32487369541553784 -0.269398266067507 1.0000000180025095e-35 0.38892790084257617 1.0000000180025095e-35 1.4813153935732892 1.0000000180025095e-35 -0.20261036448116018 1.0389949341627487 1.2569076175657832 1.5271592296785539 -0.70163543588998201 1.6834386678921571 -0.37348028382662091 0.52786446122684672 -3.9164670491403295 -0.95342879297703587 1.886922535162846 2.2718117149406565 0.75637635299260908 -0.16651745093505757 1.3763541472649148 -0.68422620775809573 3.2256677845823187 -0.71261452604640596 0.49460926715684689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 7 8 14 -2 26 19 -5 16 23 17 -4 21 18 -1 -3 -21 22 -8 -7 -15 -26 -6 -28 -29 -10
right_child=3 10 15 11 9 13 12 -9 29 -11 -12 -13 -14 24 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00043520697919086315 -0.00074641732522410815 0.003502857883705462 0.00073027519008471897 -0.00038161739517446498 -0.00024868425509095828 9.2677431835551713e-05 9.4449666025396486e-05 0.00010436321010030508 -0.00034282094647747563 0.00089449226177340405 -0.00075191998809052648 -0.00081626609217217523 0.00053177706008491912 7.1470538214799041e-05 0.00022630878868097192 0.00022166449907010477 -0.00067600985494977123 -0.00092466955565182764 0.00018964333845795768 -0.00061834576140831874 -0.00010386772310274322 -0.00071175913121468144 -0.00095211425332448346 -0.00028447568004699492 0.0014983410938321005 -0.00065916219465421834 0.00030561857035282954 0.0002351542043538837 -0.0036325734328501442 0.00032802413790132697
leaf_count=35752 17001 79 8765 24374 7612 35534 24944 12995 16337 3997 12669 28368 4306 2732 3999 24030 5813 6113 5058 10023 22241 3454 1761 16080 2096 493 20880 166 207 4052
internal_value=0 -0.0157697 0.0152052 -0.163244 -0.0172464 -0.0540239 -0.0954175 -0.123454 -0.191827 0.112156 -0.162393 -0.276151 -0.0186949 0.0213632 -0.168439 0.16157 -0.0557521 -0.196036 -0.162674 -0.102567 -0.108897 -0.0167672 0.0174761 -0.00574699 0.267081 0.498766 0.0679618 0.123842 -0.790668 -0.0927651
internal_count=361931 231521 186509 130410 153714 120852 77668 63917 37390 32862 45012 52742 40278 56935 50922 32795 35972 46923 40810 32343 32264 30159 26705 51614 5321 2589 28865 21253 373 20389
shrinkage=0.00218481


Tree=336
num_leaves=31
num_cat=0
split_feature=65 1168 799 519 561 652 50 194 1457 723 728 727 1466 556 954 1450 1459 589 647 858 62 770 1323 1458 1290 899 1462 478 859 784
split_gain=361.614 270.796 249.802 203.639 189.327 164.877 155.591 177.59 120.421 107.467 105.012 101.434 92.6778 91.4366 89.2091 88.4427 87.7499 80.5915 114.486 72.3294 71.3652 71.2974 70.1737 67.0665 65.3143 65.0487 64.0981 64.7036 63.9851 60.993
threshold=0.77605621623814935 0.56478982777245867 -0.58454210970522613 2.1420547332082829 0.36051334308712851 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35 1.339295830115254 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.4267932804440957 0.090146473939088409 2.2664990475867119 -0.35950514493807501 0.40413748344094969 1.4824100882457953 -0.87782724458594241 1.0825608069246189 -0.37712515092315846 1.3026440422184526 3.1011166587218653 1.2590019921477786 1.0000000180025095e-35 -1.0000592777793174 3.938751423652564 1.0000000180025095e-35 -0.54135187694831066 0.9594655836162902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 17 7 20 12 -5 15 -1 26 22 19 23 -6 28 -19 -11 -2 25 -8 -7 -9 -13 27 -3 -4 -20
right_child=6 8 3 9 16 10 13 24 -10 14 -12 21 -14 -15 -16 -17 -18 18 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.343724083124043e-05 -0.0013968657959722817 -0.00047945607030036878 0.00038558177078701816 -7.1642992366683703e-05 -0.00047463140587686162 -0.00031091468588687613 -7.6013972967755902e-05 -0.00022034919258211676 0.00042989953402974309 0.0010180363851633751 -0.0004251273804857967 -0.00035247477279574653 -3.0766776984278e-05 -0.00049665475113931591 -0.00062712909662452092 0.00010718226477510789 2.4403584443396005e-06 0.0016117598700400456 -4.4114902365442506e-06 -0.00027064987979944822 -0.00072052753551152433 3.1737169533796675e-06 0.002892432770510934 0.00056487977944417078 -0.00076417841283197196 0.00071518371303201265 0.0026340711102195141 -0.00097448053998435953 -2.3548354095884967e-05 0.0012646191871565654
leaf_count=17056 12687 14773 12043 5260 40481 24609 28496 17490 2980 6444 24886 1255 6599 18961 779 33657 11205 1724 3374 882 9748 4430 148 1798 7868 16712 117 12577 22008 884
internal_value=0 -0.0240163 0.00138963 -0.0316192 -0.0525908 -0.00967386 -0.1866 -0.289169 -0.204504 0.198306 -0.0639719 0.147575 -0.245802 -0.1014 0.330147 -0.0206326 -0.166576 0.0983253 0.311743 0.394642 -0.481419 0.237183 -0.0259662 -0.111525 -0.174827 0.29284 -0.306332 -0.314463 0.0581804 0.129484
internal_count=361931 266533 229487 190034 176669 124983 95398 47793 37046 13365 84950 39453 34066 47605 8105 60064 51686 40033 5982 7326 22435 22397 28644 26407 25358 17967 27467 27350 34051 4258
shrinkage=0.00219728


Tree=337
num_leaves=31
num_cat=0
split_feature=785 728 263 50 727 1357 56 705 1470 1431 497 319 470 402 1469 706 755 1022 1016 21 43 50 1442 927 750 927 1309 202 131 1470
split_gain=885.503 597.272 421.155 414.614 259.478 221.497 212.565 189.485 175.741 151.719 151.307 150.649 133.46 123.648 122.456 118.758 115.107 107.796 121.561 103.1 96.7775 93.6917 93.4031 93.1706 85.6965 84.8856 82.1198 80.6618 79.9898 79.5317
threshold=-0.86283290253235112 1.0000000180025095e-35 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62883063453998334 -1.2599794927054064 1.0000000180025095e-35 1.6127128701036082 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.64180087851808076 0.82104289547369691 1.8349057301109672 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 0.55630078546380823 -1.2625182715263061 1.0483613175537825 1.0000000180025095e-35 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 -0.67630721506970115 -1.1417127449306028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 15 9 8 26 -2 14 22 12 21 -14 -5 -1 20 18 -6 -10 27 -3 -9 -12 -7 -17 -4 -8 -21 -11
right_child=1 11 7 5 17 24 16 10 19 29 23 -13 13 -15 -16 25 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00035738061492641786 -0.00018164541248915945 -0.00055694165666520846 -0.00029299246932807613 1.3290861310395125e-05 -0.00020379307074883048 -0.00031854790021836895 -0.00019191550165355173 -0.00043117849854220816 0.0011323906941527054 2.3115104437692426e-05 0.00035182923745118345 -0.00060239774537243691 -0.00041715421898693583 -0.00021065356610624735 -0.00018845060108978168 -9.9288872613315335e-05 -0.00063761431705004626 0.00027608814807540249 0.00022431982452858184 -0.00071024096346608936 -0.00048249352581574491 -0.00034425105462754387 -4.3888848946232442e-05 -0.00023185397910109148 -0.00056944620071436791 0.00050338117036452773 -9.8184661379341546e-05 -0.00045339218217608016 -0.00050863779264303209 -0.00032204164382785584
leaf_count=6473 4703 28908 19323 13453 4211 33373 20367 2266 89 2173 4001 20386 27172 13881 24289 5339 4029 8996 3801 11605 6822 9588 12857 959 5569 739 9147 4624 30294 22494
internal_value=0 -0.366579 -0.31275 -0.359638 -0.00687555 -0.277266 -0.474661 -0.154377 -0.577298 -0.20606 -0.0136897 -0.508391 -0.46894 -0.39056 -0.130105 -0.217131 -0.361247 0.157675 -0.00591228 -0.626779 -0.324856 -0.565626 -0.109148 0.274227 -0.399255 -0.0270144 -0.258337 -0.270183 -0.633142 -0.33012
internal_count=361931 332372 232437 183884 29559 101351 82533 48553 46691 62409 20083 99935 79549 41053 37742 12551 35842 17008 8012 41988 31813 38496 15123 4960 38942 6078 28470 24991 41899 24667
shrinkage=0.000878423


Tree=338
num_leaves=31
num_cat=0
split_feature=957 890 125 50 785 516 789 50 864 1470 21 921 1444 497 470 263 671 579 1454 785 652 194 45 728 1024 210 728 588 1466 1462
split_gain=361.893 300.925 241.014 333.029 179.606 147.629 156.173 141.571 124.522 119.502 108.172 105.964 105.062 91.4695 90.0911 89.3144 89.0548 85.0353 84.3678 83.885 81.4536 81.3099 80.3448 77.6159 74.5657 73.3727 76.9689 73.0915 71.7392 65.8597
threshold=1.0000000180025095e-35 -1.0182342416987082 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 0.72275257928592751 -1.2008461188180046 -0.70163543588998201 1.0525743831388839 1.0000000180025095e-35 2.1570521254726853 1.0000000180025095e-35 1.6445160113075163 1.0000000180025095e-35 1.0000000180025095e-35 -0.2363894608792538 -0.86283290253235112 -0.55024281929118113 0.58307762070518543 1.0000000180025095e-35 -0.49008176997875957 -0.55949530861756192 -1.2737611093393462 -1.3163276726681863 2.250834115212506 0.4267932804440957 1.7788931450595327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 9 23 15 8 14 11 -3 18 13 19 25 -1 17 21 -6 -9 -5 -21 -2 24 -4 -11 -7 -27 -28 -14 -12
right_child=16 2 4 12 5 6 -8 10 -10 22 29 -13 28 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.001082872919378074 -0.0010869740442269009 0.00013369806496748313 -0.00049442392226127833 0.00071995147836301601 -0.00040820260130012599 -0.00067427329812631278 -0.00036427339524728914 -0.00022069220102069025 -0.00022580526696268279 -0.00040275318150441631 -0.00046310777280558096 0.00085218896896127572 -0.00059940857404959351 0.00080832498992121447 -0.00045893513208998353 0.00045461034111938061 -0.00039593482443829364 6.5955176582576999e-05 0.00049686984104123279 0.00035263762953631066 -9.9394059340677057e-05 -0.00031762551033938521 -0.00028112974845948522 0.00074483576186316414 -0.0009802372719412472 0.00078264884938987424 7.1817919595957536e-05 0.00076167428624292167 0.0003805143825837779 0.00055062990974998657
leaf_count=14889 17496 5661 1246 4689 26419 2392 9731 10486 9280 9653 29326 7517 9438 5383 17813 4218 23925 13112 7469 13705 25738 4907 11855 12035 23221 4579 28431 3463 2278 1576
internal_value=0 -0.0420687 -0.00668621 -0.0869754 0.0496503 0.0238521 0.0783167 -0.166302 0.115298 -0.233853 -0.0951115 0.153063 0.0162232 0.115519 -0.297343 -0.0727564 -0.261248 -0.105611 0.0440697 0.0598024 0.0278114 -0.377442 -0.279069 0.271987 -0.34391 0.0804801 0.100775 0.0655575 -0.170601 -0.174149
internal_count=361931 315603 234044 106238 127806 114525 70776 81559 61045 50390 48857 51765 55848 44248 32702 43749 46328 39531 17955 44132 39443 22403 44729 13281 32874 38865 36473 31894 11716 30902
shrinkage=0.00231943


Tree=339
num_leaves=31
num_cat=0
split_feature=785 728 576 1100 784 519 727 921 1458 595 391 805 719 21 612 50 470 706 878 588 638 795 662 590 647 730 930 724 21 51
split_gain=745.863 580.537 381.549 274.242 247.68 215.993 215.033 198.632 191.809 160.088 157.628 125.116 124.089 121.807 113.377 113.27 113.713 110.698 109.906 108.337 104.499 103.521 99.4142 110.839 110.115 91.4766 87.5757 86.9121 85.5297 85.4751
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.64782611375555454 1.6293515030253838 0.9594655836162902 2.1420547332082829 1.0000000180025095e-35 1.0525743831388839 0.20667703603638712 1.0000000180025095e-35 1.0000000180025095e-35 1.4663648571955066 1.0000000180025095e-35 -3.9164670491403295 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 0.82104289547369691 1.0000000180025095e-35 0.71188872395471614 -1.9689564536147179 1.0000000180025095e-35 -0.58271687606615485 0.58895901036483078 -0.87782724458594241 -0.33215574005720661 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 10 4 5 8 17 25 15 11 29 13 19 -3 20 16 18 -1 -4 -7 -15 -17 23 -22 -25 -6 -27 -9 -8 -2
right_child=1 9 3 -5 7 12 28 27 -10 -11 -12 -13 -14 14 -16 21 -18 -19 -20 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00021809556706493276 -6.8687588432401886e-05 0.0013588956966880256 -0.0004676020143369295 -0.00032096168503131588 -9.4031167652374119e-06 0.00019344042097420953 0.00017029018530984681 -9.3403142676536926e-05 5.4018921950263424e-05 -0.00053644812252183558 -0.00038866989967501923 -0.00060771880715543443 -0.00030051135029994069 0.00084869609613348422 -0.00052395266439965828 8.4371789812007526e-05 -0.00011559361022700111 0.00017996342120999982 -0.00017055236347430692 0.00074010971850382032 -0.00015444885122488486 -0.0002882431961004791 -0.00027663793287771788 0.00088792458590832902 -9.127097328470916e-05 0.00053157078093891432 -1.1984841730097784e-05 0.00063260886704947215 0.0004777311998836525 -0.00029160030318551607
leaf_count=6473 21751 176 15306 20144 16693 5307 6893 897 30287 20323 29845 7061 1620 387 9204 13786 30953 6078 13173 2035 9460 4641 51061 1050 1213 3331 2398 4428 10115 15842
internal_value=0 -0.148214 -0.0944321 -0.0433465 -0.0156928 -0.0576124 0.180658 0.152078 -0.0848734 -0.297005 -0.234597 -0.25542 0.22358 -0.229898 -0.235457 -0.140224 -0.186711 -0.0136777 -0.29234 0.322857 -0.204517 -0.0064465 -0.2126 -0.0365915 0.368251 0.0662593 0.284815 0.480833 0.325859 -0.146286
internal_count=361931 332372 232437 164999 144855 117108 29559 27747 108146 99935 67438 79612 8962 72551 72375 77859 59432 12551 28479 7342 63171 18427 62784 11723 2263 22422 5729 5325 17008 37593
shrinkage=0.00107964


Tree=340
num_leaves=31
num_cat=0
split_feature=203 1031 616 785 519 803 735 1450 1216 1458 927 583 665 712 1459 728 1458 715 1459 652 984 188 332 382 21 1450 126 713 591 1022
split_gain=353.49 323.119 285.494 249.148 227.212 231.101 194.819 170.323 136.957 115.839 113.65 123.725 113.091 111.282 102.92 97.7585 94.2825 92.0413 90.5528 89.2653 87.3306 84.1581 100.464 79.9132 79.8466 101.713 75.4224 95.5561 75.2563 74.6764
threshold=1.6436232400911501 1.6568736917453439 0.57091520978742472 -0.86283290253235112 2.1420547332082829 0.85523949479533445 1.356718709411544 -0.33386868244407664 1.0000000180025095e-35 0.70333210766501042 1.0483613175537825 -0.55326332990463356 4.2005191890951297 -0.63779424894106762 1.9632967188765165 -0.49008176997875957 2.6054386111478895 -1.0520742306125903 0.43577943106047246 -0.98896428961744431 0.41748268516211662 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0798509198017876 -0.43080633702116927 1.0000000180025095e-35 1.0000000180025095e-35 -0.73065235057769284 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 5 7 12 9 16 14 11 -6 17 -1 -5 -13 26 -7 20 -3 -4 22 -2 -17 25 -11 27 -9 -25 -15
right_child=21 19 18 4 10 6 -8 8 -10 24 -12 15 -14 29 -16 23 -18 -19 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00063450526573720139 -0.0013452962639180195 8.1178325809286777e-05 -0.00045137193446904679 -0.00045191159241336466 -2.6996620367372175e-05 0.00061637657167759033 0.0010334976898671363 0.00039168931509403189 -0.00047493482909910539 0.00039922462451816635 -0.0004302910887650974 -0.00025573577976158537 0.0019498381745249285 0.0002924672766433163 0.0011253027784463921 0.0015945871974654866 0.00091320702728455718 -6.6161754057388869e-05 -1.5383023417483476e-05 -0.00072050158138708834 -0.0011356141649619203 -0.00039483184862013716 -0.00055937112671117044 0.0021277857491672873 -6.4973177837708511e-05 0.0030567565531217904 0.00020080385466318538 -0.00024623463627049122 0.00038307997557540099 0.00085676949626174075
leaf_count=1909 12567 4714 25016 64473 3773 5274 5538 6664 15676 1364 2292 1220 633 9729 942 3855 2609 26634 9079 30793 7163 23152 12104 576 7885 394 30914 31093 3119 10777
internal_value=0 -0.0413615 -0.0197143 0.00639326 -0.0165449 -0.0368436 0.105516 -0.0731079 -0.00971465 -0.148417 0.213206 0.285572 0.0417434 0.206398 -0.182082 0.410052 0.0268725 0.023039 -0.194967 -0.258932 -0.25438 -0.260719 -0.371916 0.489895 0.062611 0.456437 0.0109421 -0.0536206 0.285722 0.248103
internal_count=361931 314108 278601 237343 214928 200093 38079 162014 86956 75058 14835 12543 32541 22415 65415 8770 71280 31908 41258 35507 32179 47823 24671 7550 9643 1758 68671 37757 3695 20506
shrinkage=0.00234004


Tree=341
num_leaves=31
num_cat=0
split_feature=198 253 1465 729 659 481 150 595 1356 50 675 1022 1430 194 1469 1392 1110 1033 1445 21 954 56 1286 76 21 797 854 705 758 588
split_gain=348.215 287.126 192.366 172.969 157.529 145.187 130.34 126.032 124.491 102.152 99.8991 96.7887 116.126 92.1497 78.1558 72.5721 77.1266 70.108 68.1192 67.6059 66.1619 67.6825 64.4376 62.8365 62.1435 60.8154 95.111 62.301 60.9402 65.5016
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.873316917895123 0.75637635299260908 0.62821384419828064 1.0000000180025095e-35 -0.64200489332194854 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 1.3006397995630099 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2673214316849539 3.1172922039692916 0.28654867898936837 0.31450669682055382 1.6380901172106308 -3.9164670491403295 6.099786963134739 1.0000000180025095e-35 0.78161905918100072 0.33384079598600441 0.2439032738895319 0.63961785378869596 -0.87473648844905705 1.2284335450172812 0.67035965415697463 2.250834115212506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 11 18 13 17 12 14 -2 -3 -7 -17 19 25 -5 21 -6 -10 -13 -15 27 -27 -8 29 -28
right_child=9 5 -4 10 20 15 8 -9 22 -11 -12 23 -14 24 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00015335919723715973 -0.0011931032294955446 0.00070305337416896158 0.0011204007486213326 0.003046364200667521 -0.00066774286620489582 -1.2044058654439506e-05 0.00020543346580932293 -0.00092589317999857063 0.00043951417804876243 -0.00016245698113092269 0.00030418850765932533 1.0414713406233315e-05 -0.00031590714157015776 -0.00079254537842974031 -0.0012276420654591281 -0.0017901792338309991 0.0054572336984446091 5.1497984245462555e-05 -0.00043831563052868427 -0.00049234175403568576 0.0026507392667885011 -8.4323837198031304e-05 0.0010583138566188411 -0.00050349496853346009 -0.0001109109999162753 0.0012534106422834482 -0.0007827233309442859 0.00080694990760087309 0.00061988795016386508 0.0011691480951119913
leaf_count=27838 17042 702 4278 124 11104 25799 37271 19953 20141 10487 7698 22507 17355 14618 13236 68 107 9765 6401 43635 175 13215 5740 11846 6156 1027 6225 5611 1353 454
internal_value=0 -0.0372034 0.00841505 -0.00170794 0.0369963 -0.130266 0.0696069 -0.178313 0.108258 -0.246616 -0.102557 -0.134404 -0.232968 -0.308096 -0.415116 0.00555949 1.23537 -0.139755 0.0542782 -0.181637 -0.113849 -0.124186 0.222278 -0.0596278 -0.215056 0.0766935 -0.075597 0.108729 -0.154924 -0.237127
internal_count=361931 313628 202055 197777 136555 111573 112061 85599 84223 48303 61222 65646 31293 37816 13938 25974 175 53524 58342 43759 24494 24319 25881 34353 20774 51941 9059 42882 8032 6679
shrinkage=0.00262317


Tree=342
num_leaves=31
num_cat=0
split_feature=1431 1371 50 56 789 785 395 1081 1091 1426 1039 852 1450 1465 953 21 194 652 1221 1430 728 785 21 747 928 200 945 1459 1323 1463
split_gain=335.76 301.447 256.744 326.969 170.786 158.533 144.79 124.799 124.564 106.684 103.899 94.0082 92.0034 84.6865 84.5956 82.9778 79.6986 79.4935 78.6785 78.3065 77.1113 74.2859 72.4276 84.1884 67.8797 67.1103 65.26 70.5496 64.2708 66.0994
threshold=1.0099929608726099 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.1248358748350926 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.69009342306031496 1.0000000180025095e-35 -0.58894358108911671 1.0747610123934368 1.3752107613672571 2.1301194935230918 0.67505964681462227 -3.2545899522946695 1.0000000180025095e-35 -0.98896428961744431 1.9111042213368361 1.0000000180025095e-35 -0.49008176997875957 -0.38035204659413802 -0.70163543588998201 1.0000000180025095e-35 -0.52992354128753727 -0.36829310061983322 1.0000000180025095e-35 0.57266329086659318 3.1011166587218653 1.4334175752012324
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 17 -5 8 11 12 26 -8 13 15 18 -9 -1 20 -4 22 -3 -17 -22 -7 -24 -25 -16 27 -2 29 -21
right_child=9 19 4 5 -6 7 10 14 -10 -11 -12 -13 -14 -15 25 16 -18 -19 -20 28 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0029066879784040022 -0.00034576865401728032 -0.00074006619981312964 0.00077658486775765499 0.00059708047544024636 -0.00039158049634799671 0.0003900493970268225 0.00024372134892227683 -0.00036705913015002263 -6.4555622760548416e-06 -0.00083307820752874778 -0.00030446921318829615 0.00054687197115175481 0.0001886469295589462 0.0008966220844636942 -0.00039859461571348969 -0.0002798030509754667 0.0001384153038429267 0.00025721003182290028 -0.00071345259402399172 -0.00039346631324521734 -0.0006334155244741654 -0.0011533750355302885 -0.00034437008883265297 0.00042306375383590694 -5.814866892397305e-05 0.00044406978750706179 -0.00070879124844338767 0.00031954015368131149 0.0026616220231983237 0.00059094106049188103
leaf_count=105 21479 18585 6710 9956 8046 11115 11783 28208 8942 19535 22957 8592 3197 2110 3362 6717 2189 48569 3191 21195 13784 20593 13974 8481 17053 5413 9749 4488 144 1709
internal_value=0 -0.0326059 -0.00751162 -0.0469333 0.10461 0.0242538 -0.153809 -0.000985501 -0.234936 -0.226201 -0.0499322 0.0514052 -0.290582 0.0199884 -0.102905 -0.322097 -0.329209 0.144946 0.00330405 -0.214316 -0.357709 -0.407553 0.0224268 -0.0170967 0.0471355 0.0698727 -0.156354 -0.0988824 -0.131283 -0.141602
internal_count=361931 306680 265047 201722 63325 111455 90267 101499 55527 55251 34740 64516 46585 55924 36983 43388 43283 55279 53814 41633 41094 34377 50623 39508 25534 8775 35716 25967 23048 22904
shrinkage=0.00222992


Tree=343
num_leaves=31
num_cat=0
split_feature=51 1423 1426 21 785 885 1453 928 970 1466 1454 1171 21 1464 1429 1430 791 729 1452 1463 1467 1469 201 332 681 659 789 868 917 1455
split_gain=330.505 300.48 214.972 168.603 170.205 160.838 135.817 123.553 123.275 110.825 103.556 101.709 87.5578 91.3283 86.4361 79.9932 79.4807 79.3712 78.2952 103.499 88.3743 79.5643 78.7975 76.1822 73.6053 72.8656 72.0126 70.2618 67.1441 62.7309
threshold=1.0111847875080273 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 -0.86283290253235112 1.0000000180025095e-35 1.9142027959396961 -0.52992354128753727 -0.33482593523350052 0.27725162624946764 -0.80169152520006459 1.0000000180025095e-35 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.75637635299260908 -0.16682302883424749 1.8172976979801614 2.7970633290015203 -1.1847055095685743 -0.35680864956703257 1.0000000180025095e-35 1.0000000180025095e-35 0.62821384419828064 1.1248358748350926 -0.5942415351291912 -0.13288538588519447 0.72809816964645935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 15 17 8 25 -4 10 -1 24 -3 28 -10 23 27 26 19 -12 21 -20 -23 -5 29 -7 -6 -9 -14 -2
right_child=11 12 6 4 5 7 -8 16 14 -11 18 -13 13 -15 -16 -17 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00064779376093749967 -0.00081099637174725345 0.0035307187303783415 -3.6500029509876116e-05 -0.00043117076109926335 1.0362410389379813e-05 0.00061603940363227233 0.00075284632690941918 0.00037132462988959672 -0.0002704107961383633 0.0010653026712526339 0.00070036129274753394 -0.00017896688195482769 -0.00045909656638246776 -0.00019006237562487814 -0.00080524466876878708 0.0011064773367996552 0.00034937204701259789 -0.00066108435502971888 0.0011324134405728489 0.0034107224943102287 0.0029250998134543057 -0.00082672499729208337 0.00044088710626019346 0.00080237498516545639 -0.0015751709877249147 -0.00012941349744974095 -0.00092592791412385007 -0.00031195923387162167 -0.00099949601236954647 -5.6388785292262955e-05
leaf_count=3924 30546 140 35600 3014 19331 18593 4257 5701 24914 8989 8906 13614 21521 23248 22741 6435 12184 18945 1437 474 330 4703 3046 3335 5774 5566 3233 28853 17527 5050
internal_value=0 -0.0299284 0.00185132 0.0468047 0.013209 -0.0134543 -0.0867528 0.0437645 -0.107748 0.186967 0.104528 -0.221915 -0.173335 -0.178431 -0.18364 0.234224 -0.0187655 -0.122518 0.16789 0.305703 0.0289596 -0.0136873 -0.110879 0.0750803 -0.283988 0.16065 -0.04402 -0.0689651 -0.247824 -0.248648
internal_count=361931 306947 244511 156999 125190 112406 87512 70897 83255 31809 22820 54984 62436 62296 47655 12784 46738 41509 18896 9380 9516 9186 7749 6349 41370 24159 22564 34554 39048 35596
shrinkage=0.00279496


Tree=344
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 50 727 56 595 526 705 529 852 1470 1022 878 784 638 706 1466 21 547 1022 878 1309 269 564 516 588 927 1449
split_gain=830.553 670.341 455.779 322.955 310.05 235.014 177.403 177.087 160.952 149.051 143.018 139.558 125.85 123.627 136.793 109.981 107.664 105.947 104.979 94.1432 93.0551 93.0067 105.391 92.8 87.1927 84.8855 83.9383 81.9798 80.0472 77.99
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62883063453998334 1.0000000180025095e-35 1.0000000180025095e-35 -1.2718061674828867 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 -1.9689564536147179 0.62672487627420737 0.37829601484295772 -3.9164670491403295 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 0.81883784246325297 -0.36806838854686125 1.9546110090380651 1.0000000180025095e-35 2.250834115212506 1.0483613175537825 2.0362904676775377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 17 12 10 11 -5 16 18 -2 14 -4 -13 -3 -1 -6 -18 21 22 -7 -21 -15 28 -8 -11 -19 -12
right_child=1 7 13 9 8 20 26 -9 -10 27 29 15 -14 24 -16 -17 19 25 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020331922782312566 3.6390432335170752e-05 0.00075231926026050335 -0.00048651725259849204 -9.1485319917079911e-06 -9.3913754686404631e-05 -6.2008488315206614e-07 -0.00021226173394047905 -0.00045583611886742262 -0.00019640086284068541 0.00014568240693186893 -0.00037522481928166157 5.8102014387326339e-05 -0.00033728904607817372 -0.00027152608974749754 -0.0002153440116742926 0.00034678224006869026 0.0011979209033037997 -3.2941460365448611e-05 0.00011401891514166596 -0.00023101592381162935 -0.00020498143832424809 0.00044008393442599998 0.00039507488160485361 -1.2750188249373948e-05 -7.7876783922726237e-05 0.0005658290955237224 -6.9767870614771974e-06 0.0004435013940949431 0.00053776250743656944 0.00014240324302187442
leaf_count=5567 3216 317 14713 21301 30777 4029 10960 20323 14426 13171 27732 15633 30632 14279 15253 4625 113 5356 9022 43221 1040 8458 3481 7187 17001 906 14518 2910 722 1042
internal_value=0 -0.165675 -0.108 -0.0570014 -0.107304 0.179842 -0.228167 -0.323851 -0.0249254 0.098869 -0.280242 0.0177375 -0.34263 -0.273975 -0.384565 0.147812 -0.213353 -0.0230894 -0.0523328 -0.222541 0.330543 0.367617 0.212397 -0.227998 -0.185648 0.128361 -0.105374 0.234293 0.0448388 -0.412104
internal_count=361931 332372 232437 171191 133809 29559 59326 99935 74483 37382 79612 60057 33848 61246 29966 20258 50838 12551 39799 50521 17008 15968 7510 50408 31280 6984 25478 16081 6078 28774
shrinkage=0.000858963


Tree=345
num_leaves=31
num_cat=0
split_feature=821 785 263 50 1361 56 728 1237 884 705 873 728 884 671 50 21 1371 652 651 785 1285 56 338 728 1450 1030 1457 1298 407 846
split_gain=841.091 585.252 449.722 376.324 271.374 243.074 234.247 227.359 217.908 187.536 174.102 171.183 150.138 163.853 143.901 139.6 135.181 133.348 105.008 104.405 103.375 101.476 92.9015 92.7625 90.5656 86.2848 82.6422 81.8363 83.1811 79.8201
threshold=-0.72370887929751782 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.5723095224056084 1.0000000180025095e-35 0.63739639040394469 2.242218440812676 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35 -0.55024281929118113 1.1107569744011787 0.58460966528228819 1.0000000180025095e-35 1.0000000180025095e-35 -0.67742393113063393 -0.90320472132347296 1.3264365022561064 -0.28833227140160522 1.5723103033889971 1.0000000180025095e-35 -0.37808916136012399 -0.19835990479916166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 5 8 11 -2 10 -1 25 16 -3 13 -8 21 23 17 29 24 -11 27 -6 -14 -16 -13 -4 -9 -7 -29 -5
right_child=1 2 9 7 14 20 12 26 -10 19 -12 18 22 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00056403551264986077 -0.00029420203939749452 -8.6059819480714756e-05 2.6270774861632859e-05 0.00015332945047486163 -0.00046241557676997053 -0.0001957680098484485 -0.00010482335704499568 -0.00029250269859764575 -0.00027581372289663282 0.0001072421913482152 0.00031269884027849585 -0.00044644604765827514 4.3922916052771316e-06 0.00027616589812574086 0.00021648497641798349 -0.00020445322377644264 -0.0002625356271514608 -8.5404745516967588e-05 -7.7227790140946213e-05 0.00041310648450366624 -0.00032971629353977623 -0.00021413463310326943 0.00038908985430960262 -8.610072844321084e-05 -8.8779217054229596e-05 -0.00016033641074112445 0.00020175637556602672 -0.00024351309347347375 5.55406050582881e-05 -4.4690264383486167e-05
leaf_count=19512 3094 7549 17803 13249 10963 12237 6317 16589 23977 13799 3449 34373 1915 5478 4150 28113 8519 42071 3119 3401 7126 14254 10664 10408 2696 11117 1025 3850 11552 9562
internal_value=0 -0.0819148 -0.11885 -0.170315 -0.309808 -0.282604 0.18555 -0.0861943 -0.460516 0.0490202 -0.0418004 -0.396448 0.246073 0.0897221 -0.229016 -0.158202 -0.0637573 -0.0339679 -0.461789 0.202888 -0.157473 -0.369069 0.394675 0.00825999 -0.500721 -0.0507674 -0.311044 -0.104039 -0.00976682 0.0865995
internal_count=361931 250554 223086 176966 111377 82502 27468 94464 43489 46120 76850 47737 24374 11795 67888 42671 73401 64882 40188 17200 34765 25217 12579 14558 37069 28920 17614 27639 15402 22811
shrinkage=0.000833735


Tree=346
num_leaves=31
num_cat=0
split_feature=476 785 470 464 747 50 458 263 727 713 1442 181 705 942 872 602 945 597 957 664 1466 566 1361 1436 899 1430 1362 21 62 1426
split_gain=727.164 525.924 405.69 403.462 287.381 201.758 187.146 175.347 173.719 171.814 158.005 158.811 131.282 130.426 117.436 110.138 105.81 105.499 103.906 96.6683 93.8117 90.039 89.2597 94.4994 85.7719 85.3835 82.9167 83.5753 82.1903 81.4875
threshold=-1.0099296266851885 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 1.9901706508881272 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2625182715263061 2.2660174815480416 0.86010604286694103 2.231519495564001 3.0757328524286596 1.0000000180025095e-35 1.9181452473571214 2.2594581941160397 1.0000000180025095e-35 1.0000000180025095e-35 1.1170366437019192 2.3824772829776841 1.0000000180025095e-35 1.0000000180025095e-35 -0.018610824181354183 1.0000000180025095e-35 -0.69930563466564566 -3.9164670491403295 -0.97978507835213413 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 6 19 7 9 15 25 -3 -6 12 24 14 16 -1 18 22 20 26 -5 -14 23 -11 -12 -2 -4 -28 -24 -9
right_child=1 2 4 13 10 -7 -8 29 -10 17 11 -13 21 -15 -16 -17 -18 -19 -20 -21 -22 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00068920010401054763 -0.00017747602832946712 -8.3193242235650512e-05 3.5776165923317658e-05 -0.00010538873072588742 -0.00022208092099026248 -0.00013672785548633369 7.366336119779642e-05 -0.00019414964680313434 0.00033911513040420753 -0.0007413585912495682 -5.7925988481854643e-05 -0.00051241375272106991 0.00018392457698697206 0.000345192976876147 0.0006247737527771631 -0.00038770272220799509 -0.00053970406940203426 4.4371303668811979e-05 -0.00037931694701526919 -0.00034708117593319521 0.00020783188385880438 0.0006619824250654688 -0.00074619060605564706 -0.00043321868699685689 0.00012117527753973011 0.00018175204598422701 0.0015516170240199778 -0.00018205350490563862 -0.00029625077203295749 -0.0004031202502853431
leaf_count=17073 5387 7263 11224 41238 9202 24376 4139 22893 15219 14864 22256 2184 19046 2543 793 15365 2890 1758 6413 11335 4507 1532 3070 10759 20790 5141 90 28187 13545 16849
internal_value=0 -0.0717794 -0.103923 -0.202101 -0.028814 -0.296741 -0.351032 -0.3626 0.193478 -0.393929 0.0455059 0.0764614 0.0922876 -0.0884952 -0.111193 -0.506415 -0.123897 -0.452546 -0.103032 -0.152869 -0.0705298 0.216052 -0.479516 -0.576139 0.0297636 0.00312226 -0.108185 -0.169798 -0.356063 -0.271299
internal_count=361931 265375 239628 113782 125846 96556 55398 72180 25747 51259 75010 65808 63624 58384 55841 32438 55048 43996 52158 50836 45745 20578 42238 25623 43046 10528 39501 28277 16615 39742
shrinkage=0.00102648


Tree=347
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 809 677 957 727 885 728 729 598 21 747 706 659 784 651 964 81 1455 50 470 900 21 1455 1460 1450 1022
split_gain=774.018 551.474 491.417 416.602 246.052 221.243 249.629 198.822 191.591 191.381 172.121 169.043 135.866 120.296 112.922 111.092 101.042 102.631 96.6708 97.9412 96.666 88.9872 88.6842 98.1579 87.966 86.1293 89.4485 92.2921 86.3448 86.0027
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.75637635299260908 1.0000000180025095e-35 -0.70163543588998201 0.34871943973277292 0.62672487627420737 0.62821384419828064 0.9594655836162902 1.1107569744011787 0.80745641784395206 -0.77401038984018877 0.72809816964645935 1.0000000180025095e-35 1.0000000180025095e-35 1.8636825236010697 -2.9709283393608152 0.14145834482007744 1.0012333990267608 -0.85352856111255682 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 4 10 6 -1 11 15 -4 -3 12 16 25 -6 -2 17 -5 19 -12 -11 -8 23 -10 -19 -7 27 -27 -28 -14
right_child=1 2 9 7 14 13 21 -9 22 20 18 -13 29 -15 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00054310650973802925 -0.00020031208606597237 -8.3996187409268429e-05 -9.1634249399973408e-05 5.1913121736036517e-05 -0.00020758914545221293 0.00090818790553151563 -0.00029157925682337071 -0.00027765952001320543 -3.8459496485905013e-05 -0.00010656733804797225 -0.00044689791802043444 -0.00015479708456078687 -0.00020937560172148796 -0.00023767015912018059 -1.731536399873899e-05 0.00011415178858762882 -0.000100578056550609 0.00020545834857218836 -9.1563164600731121e-05 -0.00019437356798174973 0.00015191429218012426 -6.3269437402971538e-06 0.00037471094612064228 0.00030469111078373581 0.00075963705215000184 -0.00021999159490946531 -0.00031585460560349179 0.00020689800723631562 0.00015665591843119021 1.3368422138107136e-06
leaf_count=19846 4790 7441 17228 23845 21808 184 21280 11687 3819 4219 31950 26634 10579 38928 13656 6641 7842 5768 3203 5754 25722 3881 8009 4441 724 13385 1411 1633 5609 10014
internal_value=0 -0.0798032 -0.115023 -0.168223 -0.2856 -0.303384 -0.436843 -0.0810088 0.179556 0.0587573 -0.39937 -0.0488979 0.0074253 -0.22378 -0.160933 -0.0121928 0.0747195 0.125266 -0.463775 -0.500923 0.147547 -0.303348 0.317982 0.176214 0.33786 -0.096688 -0.111469 -0.210611 0.0811296 -0.127408
internal_count=361931 255774 228074 180905 83812 106157 45007 97093 27700 47169 48348 85406 58772 61150 35464 11431 38179 30337 40907 37704 29941 25161 16269 8260 6492 22222 22038 15018 7020 20593
shrinkage=0.000802014


Tree=348
num_leaves=31
num_cat=0
split_feature=785 728 617 263 50 712 56 1362 150 752 1470 470 1469 471 962 188 705 1470 1160 1016 872 873 519 21 43 1306 1298 602 608 1469
split_gain=1064.19 708.294 492.521 395.893 362.583 288.057 217.577 198.833 187.243 182.155 170.851 151.14 150.761 133.724 132.545 119.96 114.662 108.754 105.719 129.491 103.347 98.5759 95.1613 92.9793 92.0405 87.3088 85.3717 80.1763 100.186 78.5455
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.572229863602436 -0.76455979573956789 -1.2599794927054064 1.0000000180025095e-35 -0.64180087851808076 1.0000000180025095e-35 0.78457125397875782 1.0000000180025095e-35 0.63739639040394469 -1.1417127449306028 1.0000000180025095e-35 1.0000000180025095e-35 3.0757328524286596 1.3467136707454657 2.1420547332082829 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2909259808610625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 10 12 -5 -3 -2 15 21 -13 18 -11 29 -9 19 -7 25 -6 -18 -12 26 -14 -8 28 -4 -10
right_child=1 9 27 8 7 14 24 17 16 11 23 13 20 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00029262389713356567 2.2241518664751914e-05 -0.00037505102878727145 -0.00057456749334651566 -8.5442189430556513e-05 8.2066207794333982e-05 -4.3656431488483607e-06 -0.00016792501878124905 0.00014448590235133582 0.00041293673620972196 -0.00043602282261452136 0.0012774269972108 -0.00022394714124851855 -1.4365351513679378e-05 -1.3430600879061867e-05 -1.0077197024017976e-05 -0.00021413657727255758 0.00015389039780646407 -0.00016706396179800071 0.00037141702237242506 0.00033253160644699137 0.00052438422237810662 0.00039127389204786638 0.00043227174354245186 -0.00033478063043766243 -0.0002801711435850609 -0.00020765261310064272 2.4024386436877011e-05 -0.00021311564985940099 -0.00027406094444417224 1.1019745115860741e-05
leaf_count=3225 4125 33705 8329 14147 16609 5342 10422 3058 1095 14740 69 20596 27076 12952 4828 17942 10132 30223 11193 4971 668 2607 3509 35456 6427 7974 13485 13896 8199 14931
internal_value=0 -0.170068 -0.110867 -0.0780396 -0.129097 0.218317 -0.248848 -0.0465381 0.0823277 -0.332135 -0.365336 -0.269577 0.0249358 -0.174866 0.280647 -0.384656 0.166033 -0.174686 0.344625 0.204594 -0.0536998 0.162511 0.29075 -0.421386 -0.124046 -0.0697932 -0.0696518 -0.388344 -0.509336 0.0528921
internal_count=361931 332372 232437 202013 158199 29559 69984 88215 43814 99935 39650 66230 54934 33548 26334 32682 29667 33281 21506 10313 35718 19216 13641 35525 30334 35050 23907 30424 16528 16026
shrinkage=0.000782081


Tree=349
num_leaves=31
num_cat=0
split_feature=785 67 263 257 678 727 941 21 125 1430 1436 728 21 1235 1147 1097 50 470 706 1466 540 1431 478 652 927 1229 764 21 1469 1357
split_gain=857.796 604.852 426.974 418.716 274.055 263.712 198.583 185.405 178.629 150.353 161.23 141.148 123.26 118.992 118.759 117.439 116.448 128.548 113.194 111.237 102.44 97.296 93.6485 90.1974 85.7281 85.2028 83.7637 82.5872 79.8225 79.3059
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 1.0000000180025095e-35 1.9607587081991176 -3.2545899522946695 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -2.9709283393608152 -0.64316232591501354 1.0000000180025095e-35 -0.95342879297703587 1.0000000180025095e-35 1.0000000180025095e-35 0.82104289547369691 0.69604103696988961 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98896428961744431 1.0483613175537825 0.68842730247739281 3.4031559543789043 1.0000000180025095e-35 -1.2437168825088454 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 15 7 18 8 -4 9 10 28 14 -5 -6 23 -2 17 -7 -1 21 -10 -14 -11 -9 -20 -17 -13 -18 -3 -25
right_child=1 6 4 12 13 16 -8 11 20 22 -12 26 19 -15 -16 25 27 -19 24 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00039518640988094468 -0.00082352445339334767 -0.00011310022444576639 0.0010180199832226994 0.0011325924924655542 -0.00041743047408427118 -0.00025655508400029018 9.3766656762674555e-05 -9.31151884224262e-05 -0.00027977048213113302 -0.00019197535308056326 -0.00028271513336577725 -0.00051684513739145286 -0.00036646294199632064 -0.00013472179190141735 -0.00050780113068453871 -0.00063833718212276327 7.5843713431204832e-05 0.00020284502548172551 -0.00012830561238332477 -0.00019395778809870457 -2.8761071764034607e-05 -0.00054672174767681002 -0.00042166315912522728 -0.00026690365689835627 0.00052029749583758754 -0.00037316803263527692 0.0005196398742584984 0.00045538430890161802 -0.00060848603881029036 -0.0004385569582028048
leaf_count=6473 15734 1209 267 149 6983 3971 5528 5983 8793 33262 16380 32127 27433 23899 13759 31829 3484 4595 5339 7818 14201 19729 7966 23152 739 5789 256 4958 14021 16105
internal_value=0 -0.378299 -0.439368 -0.541924 -0.360812 -0.0245116 -0.252486 -0.419147 -0.274393 -0.324723 -0.43406 -0.424787 -0.422966 -0.204268 -0.368492 -0.695044 0.141375 -0.0215199 -0.236282 -0.428813 -0.127851 -0.467651 -0.248443 -0.321423 -0.05044 -0.630939 -0.539899 0.311201 -0.597842 -0.356742
internal_count=361931 332372 231012 108481 122531 29559 101360 91649 95832 72838 31610 91382 55129 30882 58999 53352 17008 8566 12551 54980 22994 47162 41228 45240 6078 37618 32383 8442 15230 39257
shrinkage=0.000938682


Tree=350
num_leaves=31
num_cat=0
split_feature=785 125 50 194 1362 471 727 1470 747 1469 519 131 728 957 1442 1430 1022 706 961 1357 1160 1470 1085 21 816 1450 940 955 665 652
split_gain=817.43 568.465 555.44 293.862 279.675 255.2 232.534 213.54 193.058 180.041 140.818 135.904 141.748 120.939 119.252 117.377 109.186 106.606 105.245 103.859 97.4787 96.9534 94.3171 91.0906 87.8236 87.0373 85.7174 84.9437 81.0671 81.057
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 0.34871943973277292 -0.64180087851808076 2.1420547332082829 -0.67630721506970115 -0.49008176997875957 1.0000000180025095e-35 -0.962738934255707 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 0.58053403949872362 1.0000000180025095e-35 0.68536004617275303 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 0.98567350059335823 1.3453874465886764 1.0000000180025095e-35 -0.56067130660624642 3.0858555402564884 -0.55024281929118113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 9 27 17 -2 26 19 14 -9 -13 18 -7 16 -6 -1 28 29 22 -17 25 -8 -23 -14 -5 -3 -11 -4
right_child=1 5 4 8 15 10 23 11 -10 13 -12 12 20 -15 -16 21 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020360169988788506 3.6163520044019037e-05 -1.2946183213108348e-07 0.0002845053029885784 -0.00022081015557469077 -0.00046532125539981966 -0.00018236735407451684 0.00012896050914101969 -0.00057984517696170424 -2.7473516462626981e-05 -6.1366674726903169e-05 0.00026780416619995122 -0.00010586734841487496 -0.00058426844456196611 -0.00033758047137709494 7.4646963435468953e-05 0.00022039404655576386 -0.00020392961494251427 0.00010609525808031177 -0.00027509224375644369 -8.1446170662256902e-05 -0.00017752884414405797 -0.00020449586903747958 -0.00033215342973057818 0.00037639219526451709 0.00013553797656075959 -2.6266831555518748e-05 -0.0004550074426850632 -0.00018853768081204388 0.00050278123413418242 4.8673662740408749e-05
leaf_count=5567 3656 10218 5859 25468 11673 7036 6893 18260 14693 40951 7668 6566 19114 7460 24534 1897 11498 6984 8422 11456 5299 29248 13533 10115 2301 1174 7599 23624 665 12500
internal_value=0 -0.167772 -0.218267 -0.339768 -0.135484 -0.0144028 0.175211 -0.448662 -0.219176 -0.0646606 0.088493 -0.485614 -0.423492 -0.134268 0.0289446 -0.255715 -0.381483 -0.0266087 -0.0998941 0.0604792 -0.480431 -0.179062 -0.531853 0.325327 -0.208212 -0.647008 -0.316562 -0.150817 -0.0601744 0.150146
internal_count=361931 332372 259292 115362 143930 73080 29559 67602 47760 87313 39238 63946 45686 57498 31570 56617 23171 12551 50038 29815 39120 33446 33821 17008 31549 20288 33067 33842 41616 18359
shrinkage=0.000845697


Tree=351
num_leaves=31
num_cat=0
split_feature=476 959 181 470 50 705 487 1430 1436 1085 21 1436 846 1470 792 541 785 734 878 1469 1470 567 785 1359 1296 1022 915 1449 652 873
split_gain=381.467 273.074 261.609 234.5 305.127 172.8 149.79 133.922 148.432 121.193 118.472 110.316 107.847 107.61 105.072 97.6834 94.8356 84.5125 78.5852 76.9839 89.9399 76.7787 79.6407 74.8526 73.7779 73.7349 72.067 70.7816 68.9042 68.6011
threshold=-1.0099296266851885 -1.2907225086880219 2.2660174815480416 1.0000000180025095e-35 1.0000000180025095e-35 0.86010604286694103 0.35570349484642388 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -2.7818205974049124 1.0000000180025095e-35 -0.48273133918595618 -1.1535394197080833 1.0000000180025095e-35 -0.55676187874653171 -0.86283290253235112 3.0820683777490774 1.0000000180025095e-35 -1.0706168552173836 -0.31778773543280553 1.9608858936429996 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.42728142883351833 0.76657840494507024 -0.98896428961744431 2.242218440812676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 13 3 4 9 12 15 8 -6 11 -8 19 24 -2 -7 -1 -9 29 25 -3 -21 22 -14 -17 -5 -15 -12 -13 -16 -18
right_child=1 2 -4 5 7 14 10 16 -10 -11 26 27 21 18 28 23 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.4632072680885836e-05 0.00026364780849030654 -0.00020407205725627732 -0.00096858455790511716 0.00011823966131050492 -0.00068235229627303638 0.00079579954764369594 0.0027308558414925101 0.0010369803947492754 0.00017174925654454945 -0.00019866927191758448 -0.00066468730168337019 -0.00057113399575884011 0.0004415067116576493 -0.0016001990450005481 0.00098522707246803806 -0.00033975090776348124 7.0334609704868374e-05 0.0018867938191023162 -0.00043270131635336079 -0.00077599624786325492 -0.0017602866306233595 0.00080323822698377461 -0.00017775724678269398 -0.00090602335660113528 0.0006645255993204108 -0.00068371801245190695 -0.0012589707919167116 0.00052978676740772794 0.00010361242244936107 0.0011048020079650357
leaf_count=21047 4220 2594 9087 18186 11637 12992 207 3410 10279 19810 27497 10960 5362 6367 2196 26099 26391 599 19397 6861 8324 2126 50119 11067 8369 8250 10639 1872 14509 1458
internal_value=0 -0.0328767 -0.00811331 0.00468762 -0.0725478 0.0644077 -0.2006 0.0286115 -0.102334 -0.208607 -0.322705 -0.309456 0.0169426 -0.218109 0.191385 -0.130742 0.109045 0.0709808 -0.265093 -0.451648 -0.529685 -0.0323754 -0.047328 -0.205785 0.121724 -0.411269 -0.335554 -0.162283 0.0916439 0.0538809
internal_count=361931 265375 227141 218054 104195 113859 96556 53774 21916 50421 38343 30611 84162 38234 29697 58213 31858 28448 34014 17779 15185 57607 55481 37166 26555 14617 38136 12832 16705 27849
shrinkage=0.00243796


Tree=352
num_leaves=31
num_cat=0
split_feature=785 728 1445 519 872 712 871 804 727 1469 686 1367 1430 578 131 906 1292 1367 1304 56 188 816 200 588 382 1461 21 746 1307 405
split_gain=793.966 605.548 428.945 321.489 296.464 228.401 213.518 197.62 189.352 173.296 159.573 156.75 233.728 141.016 137.703 128.166 127.418 162.074 121.164 102.968 104.1 103.042 98.9796 94.704 93.897 90.1885 87.7493 85.7613 82.5985 80.9107
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 2.1420547332082829 0.85297537480346686 -0.63779424894106762 1.0000000180025095e-35 0.45538871002063286 1.0000000180025095e-35 -0.9998032076890585 1.321975669573771 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -0.67630721506970115 -1.4801818160763787 1.0000000180025095e-35 1.0000000180025095e-35 -1.2519738572323926 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.281871280663196 0.71188872395471614 1.0000000180025095e-35 -0.3640729456269281 0.2439032738895319 1.0000000180025095e-35 -0.69391358866071406 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 9 -6 -5 -2 14 12 -11 -7 -3 -16 17 -15 28 20 -17 -21 -20 24 -10 29 -18 -24 -4 -13
right_child=1 10 18 8 7 13 -8 -9 23 11 -12 25 -14 16 15 19 26 -19 22 21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00037466241985365987 7.2823971011091998e-05 -0.00043184531752301053 -0.00018475705849133113 -0.00023747952486720907 -3.288356916294631e-05 0.00060960431639755619 -0.00033500521494932931 0.00032053169067625765 0.00046126631157944871 -0.00047577119098428616 -0.00052666862217860605 1.3232083629273916e-05 -0.00011817982305515641 -0.00025289844860950273 0.00052468989017857273 -0.00053924739249544312 0.00015020291324624227 0.00023334482411202913 -0.00045324805039989732 -0.00027313700172223131 -0.00022631242645189926 2.6374683576320022e-06 -0.00029785671786556722 0.00072367361888795009 1.6148339562493421e-05 -0.00023959812428168091 0.00050634334478303754 -5.9137757711935472e-05 -0.00050866754879508682 -0.00030817108114161869
leaf_count=3225 19115 26349 5291 2776 20337 3439 24807 9684 3965 16174 22162 32568 21376 5041 1009 11479 5618 6555 7813 14870 13037 11029 13736 2111 3424 10658 5681 15956 18450 4196
internal_value=0 -0.16989 -0.115159 -0.0657245 -0.0921674 0.168059 -0.136579 0.0843251 0.22928 -0.0985456 -0.320593 -0.139519 -0.243982 0.224331 -0.276776 -0.214102 0.168241 0.0234022 -0.276268 -0.230446 -0.339822 -0.142172 -0.204184 0.351284 0.248757 -0.0651603 0.314626 -0.152141 -0.40919 -0.0189032
internal_count=361931 332372 232437 171191 158915 29559 128894 30021 12276 104087 99935 84972 37550 26334 77773 51424 22895 11596 61246 50415 24516 25899 37505 9500 7389 47422 11299 29692 23741 36764
shrinkage=0.00103923


Tree=353
num_leaves=31
num_cat=0
split_feature=785 728 263 50 712 56 1357 470 705 1470 1431 497 471 464 1298 1361 755 1469 131 72 1442 1361 1298 821 927 803 548 1470 497 789
split_gain=1064.39 715.655 504.03 462.967 268.635 239.035 225.614 192.085 189.908 177.111 166.807 153.947 148.946 144.8 136.902 176.512 133.193 132.331 113.862 104.948 101.809 98.4517 116.745 90.2692 89.039 88.3686 82.9332 81.936 81.298 79.495
threshold=-0.86283290253235112 1.0000000180025095e-35 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62883063453998334 -1.2718061674828867 1.0000000180025095e-35 1.6127128701036082 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.8349057301109672 -0.64180087851808076 -1.2826351221583661 -0.83333084422945802 -1.2625182715263061 1.0000000180025095e-35 1.0000000180025095e-35 -1.0305144854359449 1.0483613175537825 1.9682860324222273 -0.40317080334297789 -1.1417127449306028 2.1570521254726853 1.1248358748350926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 9 10 13 26 -2 17 20 28 -3 15 -6 19 -5 -11 -7 -10 22 -8 -14 -13 -20 29 -12 -9 -4
right_child=1 7 8 6 14 16 21 12 11 18 27 24 23 -15 -16 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00031358165703128951 -1.9167213652248357e-05 -0.00052650679348765724 8.0787969663414339e-05 0.00019281136293659742 -0.00010769213971191234 -0.00033372348056104665 -0.00048862987351085683 -0.00031745796060976658 -0.00027139652939897992 -0.00064619875941170015 0.00019528702247651494 0.00051887828150750455 -0.0003869475334043057 -0.00029970512570220282 0.0003469909094405 0.00029723015364319718 -0.0005079349698746626 -1.6813097881149986e-05 -0.0003848888103380728 -6.9455673479872529e-05 0.00013677111277419333 -0.00011144739765975329 -0.00015991406816426824 -2.2921959743904209e-05 -3.3816827295890894e-05 4.7860712161584007e-06 -0.00016117022019880001 -0.0001578373934908798 4.3951676537244927e-05 -0.00023359989846425379
leaf_count=3225 4469 22241 13911 13453 5918 6450 7471 32721 2266 8156 2173 4001 3204 26330 14167 6249 4029 24289 32115 25363 12857 23166 8305 13317 959 1951 11771 22494 2122 2788
internal_value=0 -0.177102 -0.117657 -0.171096 0.211372 -0.297398 -0.0827608 -0.339573 0.056202 -0.411984 -0.0100462 0.195768 -0.251351 -0.449265 0.271519 0.120626 -0.175248 0.0702086 -0.463537 -0.135993 0.097069 -0.209828 -0.346061 -0.0927707 0.478043 -0.411587 -0.0504825 -0.143876 -0.336728 0.0342683
internal_count=361931 332372 232437 183884 29559 82533 101351 99935 48553 46691 62409 20083 51364 48571 26334 12167 35842 37742 42222 31813 15123 38942 15776 16521 4960 34066 28470 24667 34843 16699
shrinkage=0.000867197


Tree=354
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 257 727 1168 194 885 1442 728 729 1454 21 921 784 202 706 651 81 1307 548 964 50 470 728 1092 470 864
split_gain=919.554 689.474 555.006 451.241 274.443 245.024 220.859 217.28 205.517 197.618 195.735 170.652 163.001 136.947 131.538 129.67 133.807 122.899 116.627 108.763 102.742 100.389 99.4232 98.4126 97.3556 110.178 96.7176 87.8168 95.942 97.5189
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.56478982777245867 1.0000000180025095e-35 1.0000000180025095e-35 -1.2625182715263061 -0.49008176997875957 0.75637635299260908 -0.2363894608792538 -0.70163543588998201 1.0525743831388839 0.9594655836162902 0.56345046278266753 0.62672487627420737 1.1107569744011787 -0.77401038984018877 0.46775370675029004 -0.40317080334297789 0.80745641784395206 1.0000000180025095e-35 1.0000000180025095e-35 -1.3163276726681863 2.9499917481720264 0.66595742291584703 0.72275257928592751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 4 11 8 18 10 -1 -4 -5 -3 15 -7 -15 -12 -17 21 -2 23 -11 -6 -10 -13 25 -8 -9 28 -22 -30
right_child=1 2 9 7 17 13 24 26 22 20 12 19 -14 14 -16 16 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00054100742544247165 -0.00019569480763864214 -0.0001009949691523278 -8.9897137765660421e-05 -0.00022037422979563452 -3.6792302662862034e-05 -0.00026978678458804427 -2.5371651172661499e-05 4.8575386652267009e-05 -0.00013421181387855853 -0.00010853090270227463 1.2668997337131433e-05 -0.00046721431468045138 -0.00013145745365498987 6.2792514051078632e-05 -0.00019072498778533752 9.5207575456473026e-05 0.00054832853824199833 -0.00037188393303264002 0.00013017750793898022 -8.8712864257486853e-05 -3.917581750536257e-06 -0.00025857423079505117 -0.00036435364061699423 -0.0002121781132785221 0.00041415809867630229 0.00034130658537079674 -0.00030381363388656585 -0.00025385826766189691 0.00027750528228522866 -2.4149230807136917e-05
leaf_count=20267 4790 7441 17228 14541 21102 33575 3819 2616 9312 4219 38165 31950 19549 9217 17092 4995 2213 6012 6641 3203 5469 8350 16694 5754 8009 4441 15014 1157 16061 3035
internal_value=0 -0.0801514 -0.119528 -0.175837 -0.297296 -0.322557 0.20811 -0.0850945 -0.457453 0.0649025 -0.042695 -0.416399 0.000972822 -0.236391 -0.124845 0.0617876 0.295782 -0.165684 0.00225571 -0.47995 0.154996 -0.115032 -0.337188 -0.518803 0.355077 0.206972 -0.303775 0.198115 0.222062 0.283674
internal_count=361931 255774 228074 180905 83812 106157 27700 97093 46273 47169 79463 48348 64922 59884 26309 45373 7208 35464 11431 40907 29941 29452 26006 37704 16269 8260 17630 25722 24565 19096
shrinkage=0.00081302


Tree=355
num_leaves=31
num_cat=0
split_feature=545 1442 1030 800 677 464 785 728 1430 550 21 809 815 1430 1436 1298 809 21 705 567 1458 784 846 1460 1459 1468 1450 1469 253 873
split_gain=378.07 277.822 273.925 219.21 172.777 193.999 144.294 144.235 134.536 130.802 135.646 137.141 185.27 122.725 150.833 103.295 99.1634 96.907 92.4989 92.0813 88.5364 86.1511 77.0639 76.4255 75.492 74.5063 72.3452 71.4392 70.5289 67.8602
threshold=-1.0372938969678034 -1.2625182715263061 0.99422031274767553 -0.57812715656594349 1.0000000180025095e-35 1.0000000180025095e-35 0.58460966528228819 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -2.9709283393608152 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.66649192610754393 -0.70163543588998201 0.61169912281206062 1.7811711699895054 0.24391125146464598 0.9594655836162902 -0.24831704867792284 0.69190404625496948 1.9632967188765165 2.3011637109198864 -0.54877514458847465 -0.59852587169521521 1.0000000180025095e-35 3.1377232108798858
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 8 3 13 5 7 16 -5 15 10 -1 12 -12 14 -3 -2 19 23 -8 22 27 -9 -6 25 28 -13 -25 -4 -10 -7
right_child=1 2 20 4 6 29 18 21 24 -11 11 17 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0022391746581958156 -0.0013618000760194638 -0.0003242291254708847 -0.0001915104400733168 0.00025354156510532845 0.00018460952283425001 -3.6495651702976553e-05 0.00015417702108326992 -0.00076369710953313552 -9.9568785140394546e-05 -7.5973866449692366e-06 -0.0013375245453520687 -0.00034081677396226415 -0.00051143964733819068 0.00051938736510230826 0.00038167462323908814 -0.00051766790198383319 -0.00035340406368710939 -0.00055267315604409361 0.00077187772265609612 0.00066548565076370578 -3.1966875179989784e-05 -7.1741252222916845e-05 -0.0001715483149865559 -0.00060759076693514644 0.0007680353835214837 0.0010606354194310967 0.00099948559798243618 -0.00080217216729091612 -0.00062421002056254726 0.0012304835569415399
leaf_count=276 7384 10836 6245 4702 22591 34435 10780 25945 13778 12442 16615 13630 19931 22456 12630 9797 12527 27263 7170 4053 7798 5079 21911 886 1287 861 2155 16041 9712 715
internal_value=0 -0.035777 -0.00877344 0.0170517 -0.0222106 -0.104145 0.0382714 -0.233454 -0.206462 -0.204885 -0.243247 -0.250658 -0.374762 0.137926 0.0338374 -0.377696 -0.0077662 -0.172524 0.194527 0.0330203 -0.212583 -0.296516 0.00599776 -0.0411967 -0.111038 -0.114356 0.265091 -0.289103 -0.141486 -0.00282144
internal_count=361931 267872 225914 195830 149908 70876 79032 35726 41958 94059 81617 81341 36546 45922 23466 17181 61082 44795 17950 48555 30084 31024 44502 17532 24777 14491 3041 22286 23490 35150
shrinkage=0.00214591


Tree=356
num_leaves=31
num_cat=0
split_feature=785 1309 728 1022 1361 727 921 545 519 728 783 1097 678 21 62 608 1430 1298 869 1235 706 902 487 21 1436 1469 263 50 1047 927
split_gain=744.441 563.987 382.894 279.161 285.66 234 187.748 178.485 169.414 193.976 151.463 143.546 141.121 129.817 128.896 115.325 144.903 109.61 106.427 104.347 98.7421 96.0996 96.0517 95.6343 90.4116 102.477 87.0661 86.5337 81.7429 78.4736
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 1.1155635910225459 -0.95342879297703587 1.0000000180025095e-35 -3.9164670491403295 -0.37712515092315846 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 0.82104289547369691 3.4436453420943347 0.17305322804864301 1.0000000180025095e-35 1.0000000180025095e-35 -1.2791237062730081 1.0000000180025095e-35 0.55630078546380823 -0.90448001142992818 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 11 20 8 22 9 -3 -8 -2 -11 -4 -9 16 17 -14 21 -6 -1 26 -5 -7 25 -13 27 -15 -16 -22
right_child=1 6 13 7 19 23 10 14 -10 12 -12 24 15 18 28 -17 -18 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020628529971120335 -0.00067166612315299704 0.00010833480065503646 0.00097374516267970731 -0.0001114872852950549 -0.00028690284566978524 0.00012928465712756879 4.6459958749328629e-05 -0.00018611248231239477 0.00021081354166228419 -0.0002803571580040047 0.00049077100376953241 0.00012073140005242827 -0.00056518158516403766 -0.0004999349344265374 -0.00023120566918406225 1.3569252388222008e-05 -5.8924773564248153e-05 -9.4405329226846335e-05 -0.00047721667785169099 -7.2271828875408942e-05 4.4959274286886031e-05 0.00079856110659202485 -0.00031684935577721651 0.0004145927676000646 -0.00012320733324814467 -0.00045844219578038847 -0.00022415065587316595 -0.00018504058202748388 6.81096668354571e-05 0.00066227823495941085
leaf_count=6473 10389 13304 218 21618 15434 6893 10304 13364 6283 21708 3413 1199 6365 17083 3884 20432 12677 3057 25680 24055 5339 294 17060 10115 6064 18241 23968 5285 30993 739
internal_value=0 -0.165576 -0.226266 -0.172338 -0.274441 0.162441 -0.0387424 -0.0964003 -0.0759431 -0.104099 0.174094 -0.43359 -0.152287 -0.369541 -0.019277 -0.0870353 -0.196703 -0.412702 -0.376404 -0.157559 -0.0400678 -0.314014 -0.208484 0.313677 -0.353089 -0.433651 -0.323223 -0.434907 0.04031 0.13041
internal_count=361931 332372 234829 162301 75382 29559 97543 86919 83826 77543 13717 35893 64239 72528 48241 42531 22099 9422 72310 39489 12551 46630 38678 17008 25504 19440 46336 22368 34877 6078
shrinkage=0.000948934


Tree=357
num_leaves=31
num_cat=0
split_feature=785 181 728 1445 852 705 896 470 815 1430 1454 402 412 593 784 889 1430 519 728 962 1442 257 1450 1298 1016 692 928 846 1458 1469
split_gain=740.099 587.192 476.942 326.022 234.753 217.204 209.83 144.269 140.326 136.305 132.382 124.764 117.555 110.011 103.08 101.646 99.1113 93.6034 96.325 90.1776 88.6679 82.5024 77.8775 75.8852 98.7544 69.5818 69.1335 67.6529 66.0952 65.8708
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.76640973051476358 1.0747610123934368 0.024944846130704988 -0.43454379769620094 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 0.78457125397875782 -1.2625182715263061 1.0000000180025095e-35 0.88343564287383192 1.0000000180025095e-35 1.0000000180025095e-35 -1.0353775541481285 -0.52992354128753727 -0.57880276972203537 1.8460070869938618 -0.98013275004230149
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 15 8 16 9 22 29 27 17 20 25 -1 -4 18 -3 23 -5 -20 -2 24 -7 -6 -10 -9 -12 -8
right_child=1 12 7 13 14 19 10 11 26 -11 28 -13 -14 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.5251790670478974e-05 -0.00031756062928610428 -0.00023593466493339251 -0.00051308013302566033 -0.00030495590853144255 -0.00028822239661393606 -1.358691870520318e-05 -1.1771662261189196e-05 -0.00010553637777659076 0.00028401347087256583 6.9739791346374542e-05 -6.592901213362261e-05 -3.0705334602598875e-05 -0.00018349972259130382 -0.0003619085514510615 0.00040926874649818766 -0.00029907667136265645 -0.000276020594692819 -5.868901897316983e-05 -0.00058048947706809434 -2.1070421081048336e-05 -6.2656419190578453e-05 -0.00037656923976776813 0.00020418478105968294 0.00045884855714354076 0.00043096938972982444 0.00013843725582100863 7.0088947142119234e-05 -0.00033973590630000631 0.00021566196978337049 -0.00024206074326275248
leaf_count=6168 9729 10657 16848 10725 1727 3798 5656 7750 7711 11122 31632 13656 14925 17816 4736 4462 21215 3081 21071 3082 17614 20086 1330 8682 3367 11909 16149 18986 3259 32982
internal_value=0 -0.166782 -0.123981 -0.0702509 -0.0239027 0.160017 -0.0577371 -0.272816 0.0464392 -0.0766462 -0.126795 -0.18801 -0.354016 -0.230773 0.180147 -0.0652438 -0.380352 -0.406152 -0.432264 0.285997 -0.151446 -0.484939 -0.254884 0.345711 0.199161 0.0915467 0.144493 -0.278177 -0.0381887 -0.211976
internal_count=361931 332372 262552 184097 137942 29559 119570 78455 46041 22181 73529 40392 69820 46155 18372 10630 38063 54895 51814 18929 28339 41157 11059 15847 7165 13636 23860 26736 34891 38638
shrinkage=0.000972803


Tree=358
num_leaves=31
num_cat=0
split_feature=785 728 1100 125 50 712 194 595 576 150 56 50 1169 1466 1160 1016 1470 789 539 852 869 527 62 497 689 1469 1193 829 269 1470
split_gain=1044.37 718.126 556.818 439.311 402.615 278.449 213.192 197.691 196.684 183.471 160.13 169.977 151.922 141.148 140.129 153.634 135.468 133.784 137.726 123.79 120.125 104.426 104.014 97.5176 106.653 91.6956 90.6269 87.958 86.6139 83.3706
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.58518330826110332 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.64782611375555454 -0.572229863602436 1.0000000180025095e-35 0.55630078546380823 1.3563391952969075 0.51364500316626394 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 1.1248358748350926 0.6695026854463163 1.0747610123934368 1.0000000180025095e-35 0.86558768754863191 -0.37712515092315846 3.0589865121061197 -0.4288425582216272 -1.0706168552173836 4.2386806022684906 1.3510217695864444 -0.36806838854686125 -1.3545928909252491
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 16 10 -6 -5 11 -3 14 19 15 -7 -2 18 -11 25 23 -18 -8 24 -12 -10 -9 -28 -27 -20
right_child=1 7 -4 9 8 12 22 26 13 17 20 -13 -14 -15 -16 -17 21 -19 29 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.00031330156252112055 -5.7800326383182934e-05 -0.00041991591350981958 -0.00033885011737317506 -0.00010103619194047998 -0.00018045105427606518 -5.9843063834770717e-05 -0.00028204011701311827 -0.00046959915065851048 9.7523164463208061e-05 1.2611056120803932e-05 1.1670890596932605e-05 -0.00014967802814232849 -9.7444521076482755e-05 0.00014356927320646604 0.00035541113077625482 0.00030268508273121968 -0.00041163917423041465 -0.00012681855785780626 -0.00071277534681717016 0.00013764643630855868 -0.00031262589432291105 -0.00017451244000748166 -6.7636412978531378e-05 0.00052989506991124428 -0.00020832567713630827 -0.0002208167361446681 -0.00074784593237155542 0.0017241412169806138 -5.682051417180864e-05 0.0002467430506030703
leaf_count=3225 4735 27370 31093 15091 25438 5656 8995 20167 5684 10778 8487 9270 3710 11189 11789 5179 28674 4826 223 7120 14849 6914 19588 494 19142 13198 83 73 23072 15819
internal_value=0 -0.201506 -0.142166 -0.106636 -0.162372 0.182559 -0.288732 -0.362856 -0.0745122 0.0549679 -0.316983 -0.430998 0.244151 -0.0145704 0.302704 0.145384 -0.401673 0.135311 0.18744 -0.0614166 -0.232393 -0.454045 -0.161822 -0.15481 -0.173155 -0.103808 -0.576546 0.960724 -0.142219 0.296204
internal_count=361931 332372 232437 201344 154607 29559 68906 99935 85701 46737 79612 36640 26334 60263 22624 10835 40323 31646 26820 49074 42972 35588 28583 28123 27629 41954 20323 156 36270 16042
shrinkage=0.000791789


Tree=359
num_leaves=31
num_cat=0
split_feature=785 263 50 728 56 471 727 1470 1357 890 1431 519 131 43 614 1469 889 1020 547 547 644 50 194 1361 1367 955 1028 1298 727 1108
split_gain=1055.64 752.317 611.107 356.361 346.47 317.52 279.63 256.488 248.534 184.527 176.671 157.863 148.911 145.275 143.587 136.747 131.308 124.464 122.269 113.551 112.131 109.4 122.926 106.229 122.801 104.82 96.9375 96.8418 92.5861 90.256
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.0000000180025095e-35 -1.3230736206490437 1.0000000180025095e-35 2.1420547332082829 -0.67630721506970115 1.0000000180025095e-35 -1.0625654336828987 -0.64180087851808076 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4078093546699517 -0.34929633066952553 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.56067130660624642 -1.271019091203941 1.0000000180025095e-35 -1.1275738623161491 -0.44392138696330297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 8 7 25 16 -2 10 -6 15 14 -9 18 -7 -4 -1 -5 27 21 -14 22 -8 24 -10 -3 -16 -11 -22 -19
right_child=1 5 3 17 9 11 19 12 23 13 -12 -13 20 -15 26 -17 -18 29 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.3054152880407329e-05 8.1462294319293482e-06 2.5982402592108053e-06 0.00016825980474675147 -0.00035758780360260279 -0.00041267756941184165 -0.00024244855926875414 -3.0600679304203551e-05 -0.00058752711515766142 -0.00047282843441517978 -0.00016944771797497871 -0.00013002532992943222 0.00027623764799783338 -0.00028106152316186093 -0.00035529542446798777 -0.00026416534055750848 -2.7301569761229819e-05 -0.00023827478595005091 -5.2753016099640983e-05 -0.00030812898822328908 -0.00021881423675168763 -0.00018469146674833097 0.00044315494319855704 0.00035347754233127124 -0.00011985177842336853 -0.00016587826998080743 -0.00020078407764967588 0.00010326822932131523 3.4923487267981129e-05 -0.00051163397224512376 -0.00026995318549775693
leaf_count=7707 4071 9490 13453 22843 11169 4708 3458 17928 7508 11053 24667 7562 20851 8615 2167 24289 4844 9589 6776 1040 3190 7843 4667 23166 8268 21647 21526 13530 21064 13242
internal_value=0 -0.196744 -0.251123 -0.16561 -0.374573 -0.0121338 0.188981 -0.491086 -0.102041 -0.249047 -0.0258642 0.10677 -0.532732 -0.188665 0.0387133 0.056553 -0.0310442 -0.329531 -0.127802 0.351146 -0.468178 0.391396 0.233849 -0.234437 -0.374481 -0.16874 0.0942719 -0.064855 -0.580399 -0.2196
internal_count=361931 332372 265272 147025 118247 67100 29559 67104 101351 51143 62409 35963 63033 39974 28401 37742 12551 45674 31359 17008 45105 15968 8125 38942 15776 31137 23693 24583 24254 22831
shrinkage=0.000798175


Tree=360
num_leaves=31
num_cat=0
split_feature=785 728 871 125 50 712 56 595 1357 1470 578 470 671 608 219 1431 789 519 723 464 471 62 253 134 1469 821 21 1193 651 829
split_gain=1043.78 745.007 536.334 425.96 346.911 270.049 209.701 196.363 188.267 156.936 149.252 148.192 137.171 213.794 137.025 129.216 124.915 122.823 185.86 117.515 115.532 114.658 109.332 107.188 97.6671 95.0122 94.1357 92.8937 91.4332 87.8997
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.79437849184306197 1.0000000180025095e-35 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2811150420666217 1.0000000180025095e-35 1.0618597429748491 -0.81490090580954255 -1.0305144854359449 1.0000000180025095e-35 4.2386806022684906 1.1107569744011787 1.3510217695864444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 9 11 15 -2 -7 19 13 -12 -5 24 17 25 -19 -3 -13 -11 -4 -8 -6 -16 -14 -9 -23 -29
right_child=1 7 22 14 8 10 23 27 -10 21 12 20 26 -15 16 -17 -18 18 -20 -21 -22 28 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00029684612243770692 -2.5622223272521002e-05 -0.00044661845683841375 -0.00020845825948997108 -0.00012058742115315116 0.0001938735312250247 0.00046943770118902531 -5.3659516229829536e-05 -0.00045618315126300622 -0.00015164040916887573 -0.00059051859464902539 -0.00017701023751206193 -0.00024521109723635521 0.00010849167921142215 0.0002164027432702862 -0.0001173683137951064 -9.5681125594521227e-05 -0.00011393574246641655 -0.00022568303625977477 0.0004414464324130308 -0.00024807616765071201 -6.7174236496497303e-05 -0.00033239246210932215 -0.00037658043759457196 -0.00029021090936834744 8.6411752013085348e-06 0.00012716482783159608 0.00038931042360000422 -0.00071692869124763761 9.6549670011924628e-06 0.0016870962925774355
leaf_count=3225 4583 17409 27996 8671 8670 3439 19717 20167 29603 5970 5755 27356 4588 6616 4797 19297 5338 1134 4623 20948 13899 24869 18313 6817 21383 18580 5936 83 2076 73
internal_value=0 -0.201089 -0.140603 -0.0946167 -0.151749 0.182944 -0.273478 -0.365446 -0.0666499 -0.388018 0.243543 -0.319713 0.186267 0.0464797 0.0708829 0.00617071 0.122824 0.171688 0.415978 -0.425966 -0.235677 -0.447827 -0.35351 -0.140607 0.0840044 0.108689 0.346736 -0.578427 -0.391683 0.984248
internal_count=361931 332372 232437 186128 142985 29559 64032 99935 78953 37498 26334 79612 22895 12371 43143 49350 34472 29134 5757 38357 41255 32915 46309 26534 30053 23377 10524 20323 26945 156
shrinkage=0.000766555


Tree=361
num_leaves=31
num_cat=0
split_feature=785 728 871 125 50 727 134 1357 595 56 56 50 789 519 723 1470 889 1469 62 279 21 1376 734 567 1307 1429 561 1011 945 651
split_gain=830.349 657.366 448.061 347.048 299.808 237.851 169.18 166.094 163.691 149.747 135.272 148.588 127.789 131.425 202.21 118.36 114.18 110.712 101.27 94.6403 92.5871 92.4866 91.9508 90.1545 84.8165 81.3692 80.7537 78.316 77.5376 76.9136
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.6445699455742113 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 -0.95652820086619317 1.0000000180025095e-35 -1.1438953002515546 1.0000000180025095e-35 0.47962750685588434 0.85494804639094091 1.5636217676721176 1.6294210021612947 1.0000000180025095e-35 0.30381989589362884 1.3326183996331451 1.0000000180025095e-35 1.1107569744011787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 16 9 17 10 15 11 -3 13 19 -15 -2 -1 -6 -12 -5 -7 -4 26 -20 -21 28 -19 -24 -9 -17
right_child=1 8 21 12 7 20 -8 25 -10 -11 18 -13 -14 14 -16 29 -18 22 23 24 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00013042577080269284 2.767039315412892e-05 -0.00053293418076529552 -0.00025876811920871613 -0.00033162688042627801 0.00023437538141899713 0.0001783038426722361 -0.00059160853418304749 2.7979339467545719e-05 -0.00057641454802953985 -7.5458574364991733e-05 -0.00035279010824658283 -0.00017433416231907553 -0.00018166342297583379 -0.00030374444069976986 0.00058646182297439591 -0.00043634302258079239 -0.00030269986665761652 2.2097627665325807e-06 -0.00016510895461780746 0.00015340425613967842 0.00050562409657850982 -0.00049196934148528361 9.2969106489500225e-05 0.00034418062913209991 -0.00029096510288885739 -0.00030966758233601634 -0.00024238108130587551 0.00067309215688736359 -0.00033340381337983508 9.7089828224258037e-06
leaf_count=7707 4202 27370 29331 2782 10132 6893 9663 11267 20323 22533 20028 9270 6585 1520 5412 25413 4844 21391 21096 24254 10115 16978 6438 1848 2590 14048 10176 1213 4288 2221
internal_value=0 -0.162392 -0.105232 -0.0630737 -0.115377 0.183227 -0.230466 -0.0359997 -0.319392 -0.188731 -0.277528 -0.384514 0.08681 0.131356 0.364664 -0.294088 -0.0208048 0.0326796 -0.19932 0.0734198 0.335016 -0.303148 -0.016866 -0.107868 0.106062 -0.160515 -0.0660806 0.173816 -0.0610771 -0.353106
internal_count=361931 332372 232437 186128 142985 29559 64032 78953 99935 54369 79612 36640 43143 36558 6932 31836 12551 49350 42972 29626 17008 46309 39218 22944 26844 29603 31567 7651 15555 27634
shrinkage=0.0011098


Tree=362
num_leaves=31
num_cat=0
split_feature=683 194 50 785 56 938 728 885 257 652 194 62 21 1470 792 133 1455 651 54 1076 1091 726 1450 1461 410 1467 789 785 705 1436
split_gain=404.486 311.089 357.731 207.516 187.981 165.013 183.366 161.725 146.062 137.875 135.656 132.706 125.533 107.874 106.275 105.119 97.5398 95.206 89.4246 87.9781 87.738 91.9108 87.5838 85.568 83.8355 83.5803 81.9657 78.644 78.4266 77.8772
threshold=-1.07329023030195 0.58307762070518543 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -1.3163276726681863 1.0000000180025095e-35 1.0000000180025095e-35 -0.55024281929118113 1.0000000180025095e-35 -0.97978507835213413 -0.70163543588998201 -1.319112866592808 1.0000000180025095e-35 1.0000000180025095e-35 0.75934798726561159 1.1107569744011787 -0.42445565733332025 1.0000000180025095e-35 0.69009342306031496 1.0000000180025095e-35 0.88343564287383192 2.3659731523752021 1.644349105518915 1.9986304589459656 1.1248358748350926 -0.86283290253235112 -0.20633056219625265 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 11 9 -7 26 10 25 -1 -2 16 -13 28 24 23 20 -16 -11 21 -15 27 -10 29 -5 -3 -23 -9 -6
right_child=1 7 3 5 15 6 -8 14 12 19 -12 13 -14 17 18 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014531854585216851 -0.0015805542259944069 -3.4305089556587553e-05 0.00065639495400699615 0.00028127209993078983 -0.00032716475356284734 0.00054022279220252822 -0.00062646238245248585 -4.4279400879647675e-05 -0.00031560884853333229 1.8769123483847865e-05 -0.00062253705051761423 0.00026874869966918497 -0.00061573223593333756 -0.00011987809306151794 -0.00018685651688682338 -0.00080888354724428118 0.00086449548473096019 0.00016113234009699777 0.0004593182698461804 -0.00051036965697731098 -0.00015317483067075414 -0.00046967262212363258 -0.00015060824490033807 0.0018122601071483804 -0.0010539718577705097 0.0016740414984606339 -0.0010128803649219079 -0.0013371417530032485 0.00093762402117009787 0.00024884378221045993
leaf_count=17375 8280 20068 11093 24238 12824 4767 27933 2777 14887 29238 22134 3585 31827 4289 9702 8515 3169 3391 13569 14704 5422 3487 3478 616 3038 1207 3035 25617 12016 15650
internal_value=0 -0.0433189 -0.0847021 -0.00888745 -0.187431 -0.039534 -0.166597 0.0789602 -0.220924 0.0154839 -0.342746 -0.278767 -0.146926 -0.238698 0.154159 -0.0819069 -0.000555471 -0.272888 0.0737705 -0.0557467 -0.30673 -0.352751 -0.398994 -0.0812279 -0.0297874 0.132993 -0.0593914 -0.444551 0.28543 0.00132977
internal_count=361931 271923 210756 113180 97576 102087 32700 61167 90008 69387 39509 57549 50499 49269 38064 40027 18672 45684 23271 43942 42293 36871 32582 15503 31512 25445 23103 29104 14793 28474
shrinkage=0.00265391


Tree=363
num_leaves=31
num_cat=0
split_feature=785 728 617 1423 727 519 872 1431 597 723 545 1469 1436 1430 497 889 67 21 803 50 332 588 1307 1470 189 917 478 915 962 602
split_gain=969.218 684.566 475.065 382.635 294.139 290.015 316.44 219.336 212.234 177.911 169.209 155.994 132.812 147.725 124.663 124.413 118.883 104.877 104.078 101.416 116.754 100.469 98.0837 96.0617 89.1557 85.3838 82.665 80.1738 75.8783 75.7555
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 0.85297537480346686 1.0000000180025095e-35 1.3592535390735871 1.0000000180025095e-35 -1.0372938969678034 -0.85817591263240789 1.0000000180025095e-35 1.0000000180025095e-35 1.5729800777409018 1.0000000180025095e-35 0.77035905420283102 1.0000000180025095e-35 3.0813325700491205 0.55630078546380823 1.0000000180025095e-35 0.71188872395471614 1.3390041783085433 0.052781407594911935 1.0062439196653703 -1.139441737483075 1.3930357108364988 0.067873549847922418 0.49114601774772187 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 15 6 7 11 18 -7 -3 23 13 -13 16 -1 19 26 -8 20 -12 -11 -5 -2 -9 -16 28 -14 -6 -4
right_child=1 10 29 22 17 9 8 24 -10 21 14 12 27 -15 25 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.2964279705400064e-05 0.0002055465090660899 -0.00040182069014287378 -0.00041188129572534971 -0.00018243160111453691 0.00028851035472976326 -0.00018153816875865876 -5.7227435515935528e-06 -0.00016089750888858209 0.00039755363868096237 0.0001906025591694709 -0.00042650005707801886 -0.00034881595865748959 1.9648319795712358e-05 -8.3232141217982192e-05 0.00067548836724835751 -0.00024053300783454697 -8.1701151214792474e-05 0.00038321582769977142 0.00035662375117999812 -0.00014961534289066098 -0.00024252850629820992 0.00055627125629845577 -0.00038774926362389485 -1.7860748622484399e-05 -0.00036007655452533204 -5.3610895502389449e-05 -0.00033889640967269859 -0.00016320646901874203 -0.00012597149467860906 -0.00022873550294074616
leaf_count=7707 7403 28613 16528 30217 4688 2567 23101 37343 4139 7010 22922 10976 22717 13534 399 4844 9344 10115 1979 12084 22118 2164 9739 12529 8153 4455 815 8442 1390 13896
internal_value=0 -0.18528 -0.127154 -0.0949359 0.186011 -0.0532534 -0.0788604 -0.126219 0.104318 0.231626 -0.344185 -0.0615105 -0.117997 -0.236369 -0.290744 -0.0404729 -0.317785 0.353212 0.032438 -0.358149 -0.409764 0.349792 -0.284156 0.0864906 -0.243168 0.0193146 0.168647 -0.0349173 0.245061 -0.398878
internal_count=361931 332372 232437 202013 29559 162057 150316 121097 29219 11741 99935 75601 55669 24510 71322 12551 66468 17008 25080 57124 45040 9174 39956 19932 45496 4854 6893 31159 6078 30424
shrinkage=0.000797742


Tree=364
num_leaves=31
num_cat=0
split_feature=871 65 785 125 188 921 783 713 519 885 1357 507 1089 706 1290 730 940 332 602 1470 62 712 1469 1430 332 910 376 978 1442 705
split_gain=405.612 326.653 228.149 171.949 205.839 170.474 176.546 150.626 183.753 123.949 116.638 115.277 103.35 131.998 97.6034 95.2792 91.3265 89.1419 128.14 86.3051 85.9833 85.8613 85.3007 87.6639 91.0988 83.2197 80.0197 76.6148 69.4424 70.9723
threshold=1.0000000180025095e-35 -0.39289434837986426 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 2.1420547332082829 0.35018306414905159 1.3962008022525787 1.0941628986121894 1.0000000180025095e-35 2.0733145747592965 1.0000000180025095e-35 -0.33215574005720661 2.3907917078320593 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 -0.97978507835213413 -0.63779424894106762 -1.2201123333327371 1.0000000180025095e-35 0.65944866827063242 -1.5195305150102882 1.8828081291110934 2.3090041260096865 -1.2625182715263061 0.97146086909843909
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 4 20 7 15 11 9 19 14 -4 -2 16 28 -7 -14 18 -11 -9 -3 -1 -21 24 -24 -15 -10 -27 -5 -30
right_child=12 3 5 10 -6 6 -8 8 26 17 -12 -13 13 25 -16 -17 -18 -19 -20 22 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.00060701762274773647 -0.00079867775473237645 -0.001505342765039844 0.00012345823139067296 -0.00034798100821503491 -0.00026825850867358178 0.00040731921905682922 0.0011358094752175073 0.00025399070052329464 0.00033104305498841193 -0.00071687514069368864 -0.0008047144916830016 0.0011300490490051066 -0.00032904213719044383 0.003531768832374391 -0.00039723373887983919 -0.00034859782049793107 -0.0010657434124366886 0.00017880931000542632 0.00010912399425107279 0.00025633583607304544 -0.00074577811138232513 0.00069114896100634486 -0.00097559076020409849 -0.00034395596407388291 -0.00012796246679979149 -0.00069517016032069135 0.0018373116810062211 0.0019676553275223066 2.60709505689414e-05 0.00058568896409655509
leaf_count=1304 33638 9293 17820 10169 28705 9601 4771 4639 7195 10862 7049 2900 30522 275 18447 6997 6242 19201 8989 3692 19106 13875 17099 31388 3988 764 796 390 26003 6211
internal_value=0 -0.0454606 0.0127528 -0.132857 -0.232045 -0.0125985 0.153737 -0.0420806 -0.0744524 -0.101287 -0.0653203 0.115494 -0.236997 -0.159571 -0.0374608 0.0500837 -0.187009 -0.0134062 -0.120819 -0.164391 -0.398576 0.246284 -0.188822 -0.212888 -0.330026 0.479686 0.205084 0.213718 0.0166512 0.0600446
internal_count=361931 290100 165117 124983 57104 149938 21369 128569 107849 99858 67879 20720 71831 38193 60830 16598 36764 39052 19851 60806 28399 15179 56167 52475 21087 1429 7991 1154 42383 32214
shrinkage=0.0023704


Tree=365
num_leaves=31
num_cat=0
split_feature=1309 200 1097 616 705 50 1436 1361 341 21 800 125 1469 1193 1457 859 884 792 710 533 737 1031 1035 1458 832 1464 660 1458 857 954
split_gain=388.403 302.573 234.9 184.724 178.868 164.085 149.943 205.24 142.252 141.781 129.875 129.608 103.066 94.7218 92.1512 91.151 90.9878 89.5052 89.7265 87.3936 86.3312 86.091 82.8973 67.85 66.2223 65.2701 64.6734 62.9176 62.7195 61.5198
threshold=1.0000000180025095e-35 -0.67281916063428748 -1.2571877020351898 0.57091520978742472 1.3483541271127406 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 0.76477020397632989 -3.2545899522946695 -0.57812715656594349 1.0000000180025095e-35 -1.1729032349805202 4.2386806022684906 1.4942246234200935 -0.54135187694831066 1.0000000180025095e-35 1.0000000180025095e-35 1.9675088772657583 1.0000000180025095e-35 1.4683293454868511 1.6568736917453439 2.9711786819006263 -0.24405659694353735 0.68779534014693511 0.2291445000830519 -0.72421686037558375 0.11800097897884852 1.0000000180025095e-35 2.9053803668447165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 21 4 6 9 7 16 10 -1 29 19 -12 22 20 -14 27 26 23 -11 -7 -3 -5 -19 -13 -17 -8 -4 -15 -2
right_child=8 2 3 13 -6 14 17 -9 -10 11 12 24 15 28 -16 25 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00233562595641575 0.00048050975580884086 -0.00038494436012022587 -0.0010258437972486428 -0.00053556780596815358 0.00063605901490764491 -0.00034820893788245683 0.00068013618619982479 4.9493911104735421e-05 -0.00033541960619566956 -0.0013716140328774433 0.00052048582656155976 -0.00040242306274351568 0.00021829783915644382 -0.0012784446514655995 0.00079240403674115539 -0.00027490555365856494 -0.00015746599114907104 -0.00036004496658921791 0.00076232292233883732 -0.00071889952693912444 0.0012447841013633152 -0.00097610051013096355 0.0021784043749198657 9.3085308635652118e-05 -0.00091082642870790413 0.000130544983566962 0.00015297039882678241 -0.0003307535754437805 0.0034211522368264922 -0.0015768672930440472
leaf_count=265 19514 18647 13298 26374 8284 19446 6853 20831 18960 15759 7434 28902 19971 100 1925 30058 6298 14525 2341 12932 818 11929 266 13130 9466 11789 16359 4964 177 316
internal_value=0 -0.124602 -0.0725261 -0.0375003 -0.00126331 -0.236892 -0.0268845 -0.121031 0.0260015 -0.300216 0.0577825 -0.309277 0.0154808 -0.208332 -0.0788324 -0.0131854 -0.269441 0.0436549 -0.0290376 -0.449493 -0.124476 -0.262246 -0.224202 -0.062377 -0.229769 -0.0694287 0.139049 -0.365521 0.934628 0.199536
internal_count=361931 253889 164376 133800 106883 89513 98599 45391 108042 67324 89082 67059 69252 26917 22189 61818 24560 53208 29996 28691 20264 30576 26640 27655 38368 41847 23212 18262 277 19830
shrinkage=0.00225299


Tree=366
num_leaves=31
num_cat=0
split_feature=785 548 728 125 50 727 470 1357 194 789 519 723 821 470 889 464 1431 471 1470 1469 547 150 802 1022 1085 588 382 188 720 888
split_gain=997.89 676.289 533.162 347.054 275.24 262.072 207.548 174.123 173.578 170.179 148.268 204.57 132.522 130.6 125.923 125.355 117.694 114.859 113.084 106.61 104.468 103.92 103.52 94.8929 116.824 88.3446 100.083 87.5311 86.3055 82.9351
threshold=-0.86283290253235112 0.76023255802283574 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 -1.0305144854359449 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 -0.64180087851808076 1.4078093546699517 -0.572229863602436 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 14 15 16 18 10 21 -12 -4 27 -1 -3 19 -15 -2 -6 23 -5 29 24 -7 26 -13 -14 -20 -8
right_child=1 6 12 9 7 20 22 -9 -10 -11 11 25 13 17 -16 -17 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.0016824661792684e-05 -2.8281542285653705e-05 -0.0004994998303177934 -0.00037226420622754662 -0.00010607617415645673 0.00018853869890389144 -4.1729006652971956e-06 -0.00013576067319979161 -0.00015448568339764085 -0.00010192045345940933 -0.00017796628185474332 -0.00020687419410011419 0.00049437438838050496 -0.00042444910041252202 -0.00021602419404453808 -0.0002341257442781481 -0.0002970755059396097 -9.7039753013670478e-05 1.4934385058016813e-06 -0.00013609668513634668 -4.8509237005719526e-06 -0.00020758004418284235 0.00010381644076321509 -0.00036823359450879065 0.00041633312391014507 0.0003784673648896027 0.00078443742708367412 7.2702544452761991e-05 -0.00021057920285848082 -0.00038385626907524165 -0.00036099402372980957
leaf_count=7707 3778 23063 19861 8402 10395 3952 28719 26647 23125 6361 1706 2921 11327 15701 4844 21481 17650 10881 5368 18783 1040 18185 11196 8458 3558 1043 2226 14309 23093 6151
internal_value=0 -0.194554 -0.14123 -0.0830365 -0.137688 0.181565 -0.364576 -0.0608139 -0.254295 0.069129 0.121841 0.347976 -0.302575 -0.249279 -0.0316388 -0.486181 0.0097716 -0.152259 -0.367014 0.0836302 0.339344 0.0516815 -0.268742 0.378221 0.222505 0.500043 0.397274 -0.367563 -0.419949 -0.215158
internal_count=361931 332372 241762 169683 128839 29559 90610 73475 55364 40844 34483 7896 72079 52218 12551 44544 46828 26582 32239 29178 17008 26587 46066 15968 7510 6190 5147 25636 28461 34870
shrinkage=0.000795827


Tree=367
num_leaves=31
num_cat=0
split_feature=612 595 56 50 785 662 1470 1469 1430 1367 789 497 713 921 588 678 1378 131 858 783 1458 651 1465 728 728 589 1449 705 1166 647
split_gain=389.152 331.134 254.792 338.688 193.087 160.848 121.587 111.643 115.403 123.103 110.15 122.398 110.983 128.371 107.258 101.914 98.7812 98.5573 96.373 94.5353 92.5744 87.3558 83.7976 83.3354 77.8979 74.6301 74.1956 73.0131 71.1371 70.2862
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.58271687606615485 -1.319112866592808 -0.95652820086619317 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.6127128701036082 1.0000000180025095e-35 1.0525743831388839 2.250834115212506 0.34708990927187483 1.0000000180025095e-35 -1.2826351221583661 1.0825608069246189 2.2099560249315608 1.6687882578741802 1.1107569744011787 2.6851373032125321 1.0000000180025095e-35 -0.49008176997875957 1.4824100882457953 0.74561756370782817 0.28191752204954684 -1.2508507625752519 -0.87782724458594241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 24 25 -1 -5 9 -9 11 12 -7 14 15 -14 -2 -8 27 -15 23 26 28 -3 -4 29 -19 -13 -10 -6
right_child=16 20 4 7 5 10 17 8 22 -11 -12 18 13 19 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00031209513480354975 -0.00076621930547315237 -0.00038328798988744096 -0.00047621989822314788 0.00038810951006487194 -0.00010692346400851928 0.00031312432912074104 -0.0012895991972977747 -0.00086681205543315178 -0.00036801649548389809 -6.3842841382880797e-05 -0.00042389818545452243 0.00019473280030361497 -0.0004529357644688107 0.00018706189414579146 0.00051717430759574978 -3.0708416207878944e-05 -0.00022020923958668731 -0.00071750832043669048 -0.00064938361607793336 0.0016312045331595883 0.00038291720931440346 0.00017628874883637066 0.001744229197493529 -0.00082562172386318013 0.00074298162870711597 0.00095491956771860177 -6.0375765443979871e-05 0.00096028417568397588 0.00015001028230945254 0.00042869192245062763
leaf_count=3173 34958 41377 1190 11789 7270 13694 7582 8956 8182 9609 14124 4682 32838 8588 3444 18841 10536 32417 1379 941 2927 3335 530 17842 11032 3190 5139 4755 22840 14771
internal_value=0 -0.0485225 -0.0172344 -0.0974584 0.0382283 0.0147218 -0.246721 -0.000518189 -0.0455436 -0.186002 -0.0221032 0.0046383 -0.0252951 -0.0618599 -0.101398 -0.126759 -0.277472 -0.280827 0.198133 0.154661 -0.202053 -0.241783 0.0272744 -0.223267 0.280844 0.156232 -0.278134 0.267656 0.0123512 0.113248
internal_count=361931 316437 254291 113552 140739 128517 51646 61906 50117 18565 103286 89162 78346 64652 55123 51679 45494 48473 10816 9529 62146 40891 31552 59219 12222 25231 37556 9437 31022 22041
shrinkage=0.00222778


Tree=368
num_leaves=31
num_cat=0
split_feature=1447 1436 1430 683 1442 705 953 1235 198 852 705 1158 1148 785 1469 785 943 497 852 1469 133 982 1459 203 731 519 1449 507 198 1470
split_gain=370.632 330.319 489.967 241.126 134.944 133.378 115.986 109.736 108.348 102.767 96.0983 95.6118 102.691 90.5705 88.3558 88.5605 87.8172 81.5876 78.5582 74.7899 74.2294 70.6114 70.3418 70.3089 66.3315 65.2513 64.1637 64.083 63.4596 62.149
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.45360691579634166 -0.66295959698510776 0.87723755459486374 1.0000000180025095e-35 -0.94625487755706195 1.0000000180025095e-35 1.0747610123934368 0.41040386000896778 1.0000000180025095e-35 0.85514867284464147 -0.38035204659413802 -1.1256941366283033 -0.86283290253235112 1.4693784537238983 2.4192885550665473 -0.22706799479215015 0.29844699699690508 1.4314949012339819 3.0854258727671673 0.49900387419946662 1.6436232400911501 -0.27459402194195615 2.1420547332082829 0.59618467655696206 1.0941628986121894 1.0000000180025095e-35 0.26566155358955823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 21 11 13 -4 16 14 19 12 22 -6 29 -16 24 18 -7 -9 -12 -1 -5 26 25 -3 -13 -26 -17 -2
right_child=9 3 7 5 6 17 -8 10 -10 -11 20 23 -14 -15 15 28 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0014307452209538997 0.00086489116067447363 -0.00044604205102221706 -0.00050794907196577779 -0.0006351308631572137 -0.00058543720894307124 -0.00011754519955307769 -0.0002655200000141993 -5.039745938518242e-05 -0.001011138734750026 0.00060908893162960943 0.00032190707549791447 2.9528985104790631e-05 0.00026792507217942966 -0.0012215127695476833 0.0005981191912911107 -3.7196216350204232e-05 -0.0010213996013912652 0.0015070833598016646 0.00048140705160203324 -0.00063484042706301409 -0.00097357955214447773 0.0016791937335677147 7.6351731602546937e-05 -0.00053118723770893925 -4.5141335678459815e-05 0.00050876480706173633 0.00053317833891059006 0.0011219579040572737 -0.00069486923610220645 0.0001283949304662752
leaf_count=18729 4808 29297 23884 18989 13352 8707 9995 17838 9610 9883 16437 34037 6128 18673 5146 40548 5639 1286 15239 9838 1422 250 4710 5461 9982 1988 7626 1446 4750 6233
internal_value=0 -0.106816 -0.193962 -0.0435541 -0.360031 0.0126409 -0.294359 -0.0768872 -0.167156 0.0599977 -0.0192132 -0.0318353 -0.128547 -0.373759 0.0278336 -0.0102297 -0.125918 0.138299 0.110578 -0.101734 0.0948733 -0.55723 -0.195515 0.0242527 -0.0929763 -0.149618 0.0505913 0.0478061 -0.040009 0.186739
internal_count=361931 290563 130418 160145 60999 102183 42020 69419 57962 71368 45535 76951 29827 32025 61485 50444 48352 25232 23946 27676 17859 18979 23699 47124 42713 31285 41663 11428 45298 11041
shrinkage=0.00247039


Tree=369
num_leaves=31
num_cat=0
split_feature=785 728 1238 852 727 677 809 896 595 784 1022 1154 1309 21 746 889 391 519 666 547 846 692 792 1022 1085 405 791 727 816 927
split_gain=995.302 768.997 510.446 377.47 278.206 265.236 221.912 221.002 182.79 151.007 147.267 148.964 144.073 136.922 125.019 114.407 112.933 112.018 109.413 104.163 98.1617 91.6391 92.5889 90.0805 113.03 89.6296 87.9058 86.701 86.9122 85.7212
threshold=-0.86283290253235112 1.0000000180025095e-35 0.46340146005616162 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 0.29878677988246938 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.358136393041484 1.4078093546699517 0.55868296782514293 -0.97604641915355106 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.0906794990390116 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 15 6 18 17 12 21 11 -4 13 -3 -15 -1 -8 -7 27 23 -12 -5 -23 24 -6 26 -9 -2 -29 -19
right_child=1 8 10 9 19 7 16 25 -10 -11 20 -13 -14 14 -16 -17 -18 29 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=9.066872007168188e-05 -0.00013854195509879178 0.00095136485178493838 -0.00047279095044112224 -0.00026937103174905431 1.1965752726795726e-05 2.7104912307230107e-05 -1.7396847671857411e-05 -0.00013809734580928662 -0.00047311163695251842 0.00038191787325432726 -0.00011938706053252801 -0.00021730724045421933 -0.00010174630898398445 -0.00040002287959637782 -0.00023428943618674847 -0.00023756765556944172 -0.00022261322086768865 0.00036556849572349077 2.5252848776962219e-05 -0.00020919014515810195 -0.00035934098082866317 0.00026056002429007588 -1.2269508644799173e-05 0.00044829185516981769 0.00041099509250188256 -0.00032728317584753048 4.1652737255041806e-05 -0.00041192046699929928 0.00077215586558078777 -0.00017331539585716094
leaf_count=7707 5772 199 17711 2181 3952 30789 22156 24844 20323 5303 28376 16410 13914 31136 34363 4844 12868 4457 2743 1040 6956 6300 7381 8458 3558 5299 11060 20766 157 908
internal_value=0 -0.186296 -0.124594 -0.0658142 0.189868 -0.104989 -0.208564 -0.0300915 -0.354076 0.176826 -0.284495 -0.396054 -0.30992 -0.356169 -0.363138 -0.0306978 -0.104476 0.0791077 -0.357148 0.352207 -0.194065 0.0778251 0.134561 0.39097 0.238924 -0.132087 -0.0979921 -0.404965 -0.473464 0.328095
internal_count=361931 332372 232437 162984 29559 141819 64462 77357 99935 21165 69453 34121 79612 65698 65499 12551 35024 36154 29438 17008 35332 15862 13681 15968 7510 41203 35904 26695 20923 5365
shrinkage=0.000842827


Tree=370
num_leaves=31
num_cat=0
split_feature=43 869 1442 705 409 1464 1031 1453 1465 728 1445 799 470 533 872 1451 727 519 930 675 526 1450 1464 795 784 1078 678 943 1452 1461
split_gain=366.987 309.534 193.472 176.354 144.418 140.088 138.012 112.517 109.812 98.6632 98.3462 98.3357 94.1315 115.047 84.3575 81.5962 81.1411 121.199 72.9869 72.9216 71.7036 67.7245 68.4254 64.4754 64.0439 62.2902 61.5759 60.5307 59.1454 88.2108
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2625182715263061 1.0999472070578602 2.2294551496329555 0.33722957473813192 1.0710442084254466 1.1343281912642689 0.57942899407087378 1.0000000180025095e-35 1.6380901172106308 -0.58454210970522613 1.0000000180025095e-35 1.0000000180025095e-35 3.0757328524286596 0.54872951183746299 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.44359160413691395 2.3757057381457001 1.1911932593428711 0.35193241984319928 -0.29258408639884992 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.4693784537238983 -0.53775118337865913 0.12744486073121972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 8 9 12 14 11 25 -3 13 -2 15 19 -13 18 -18 24 -14 22 -7 -5 -4 -1 -11 -8 29 -17
right_child=7 6 3 23 -6 21 27 -9 -10 26 -12 16 20 -15 -16 28 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.000803718736312e-05 -0.00117191380812857 0.0003378856192474727 -0.00037485024860272421 0.00072086906174603359 -0.00067259992550675518 0.0011727421335451709 -0.00056691415056196563 0.00011166256260338532 0.00037593468938476078 -0.00072868327015544266 -0.00071278936900716567 0.00015180236832080678 -0.00029281126732087477 -0.00050718909036049991 0.0010059327494374379 0.00032611512445332691 -0.00075372683945803913 0.00070102006528608525 -0.00024154897637193638 3.2315955675773874e-05 -0.00097015631756705416 0.00084704361749254106 0.00018222887686111859 0.00022371885486377065 8.6004097730434028e-05 -0.00068714103400496849 -0.00013729971299072989 -0.0013469542187054622 4.4129991063529011e-05 0.0021078634668830446
leaf_count=21676 15614 8562 37237 10887 7496 1503 20841 6844 12004 13984 11903 10229 29875 17357 1284 2219 10671 1917 17803 22787 5087 4112 26798 10464 7799 4995 6826 3843 8574 740
internal_value=0 -0.0356871 0.0108103 0.041542 0.0126272 0.0276542 -0.141437 -0.214639 -0.0139669 -0.0960161 -0.133169 -0.047661 -0.245015 -0.343406 -0.0420615 -0.0512869 -0.0926441 -0.148961 -0.188459 -0.0793606 -0.168884 0.14228 0.105448 0.210802 -0.129354 -0.0638195 -0.232645 -0.299483 0.107463 0.352305
internal_count=361931 287154 192478 153904 132553 125057 94676 74777 92644 69992 38574 49182 67933 32971 80640 79356 40620 30391 28474 67823 34962 32413 28301 21351 45036 26671 20810 24684 11533 2959
shrinkage=0.00224465


Tree=371
num_leaves=31
num_cat=0
split_feature=785 728 548 1376 727 803 519 1469 595 529 1436 666 723 791 1430 21 470 889 638 43 588 888 21 1470 1459 1100 21 577 809 1160
split_gain=844.855 680.323 473.782 343.94 250.044 242.147 220.396 194.021 173.496 141.461 141.291 134.057 128.693 124.966 117.393 114.232 117.255 111.265 110.734 104.944 104.041 100.586 98.3587 95.1313 92.2143 89.7636 87.4588 85.6701 83.1112 105.013
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 2.1420547332082829 -0.96833047545424733 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2575337098986954 1.0000000180025095e-35 1.0000000180025095e-35 0.54622893720785959 -3.5382515652285238 1.0000000180025095e-35 1.0000000180025095e-35 -1.9689564536147179 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 0.5495017482490866 0.71505107648705846 1.6293515030253838 -3.9164670491403295 -0.45277966036165179 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 17 6 7 23 9 18 14 13 -8 19 -5 -4 -17 -1 -3 -9 -14 26 -6 -2 27 -18 -20 -12 29 -15
right_child=1 8 15 10 22 -7 12 11 -10 -11 24 -13 20 28 -16 16 25 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.1602552502505452e-05 0.00020976710789837849 0.00083398489985375061 0.0012233194606355369 -0.0003830740154437059 0.00013763375962769605 0.00031108032635262405 -0.00019423886936471252 -0.00013974893513357662 -0.00051822368475640571 -0.00040716475614242657 -0.00031184944783839425 0.00022701112413568513 0.00020849834964848136 -0.00037235312313560004 -6.029888393990355e-05 -0.00041393876555100159 -0.00016091464547012219 -0.00027557783987141899 0.0013337584414959936 -0.00037052267288996865 0.00070045412627364051 -0.00049234229356838357 0.00042757421764804684 -5.0861330143969603e-05 0.00011962769833896579 -0.00046571845602060637 -0.00020098579891263832 -7.9627339496568514e-05 9.7237830670963456e-05 3.966366028089712e-05
leaf_count=7707 11084 317 143 22072 6893 7108 2122 44807 20323 28774 9919 3837 6096 4934 5549 26656 22413 4844 106 9737 1730 6243 10115 8830 5131 5661 44172 17448 12076 5084
internal_value=0 -0.179788 -0.121799 -0.0747759 0.168031 -0.0144128 -0.0384411 -0.0682519 -0.338466 -0.295439 -0.206596 -0.113737 0.228552 -0.133127 -0.323855 -0.307873 -0.314459 -0.0407112 -0.229139 -0.18535 0.335715 -0.238414 0.323356 0.102994 -0.117843 -0.223622 -0.204591 -0.166948 -0.00483154 -0.149357
internal_count=361931 332372 232437 177564 29559 117445 110337 100389 99935 79612 60119 80475 9948 76638 27621 54873 54730 12551 50838 54544 7826 50521 17008 19914 32498 28074 44278 27367 22094 10018
shrinkage=0.000955714


Tree=372
num_leaves=31
num_cat=0
split_feature=785 728 1445 784 519 921 544 253 470 727 1469 471 464 727 784 1154 953 1304 556 1470 200 1154 821 1168 746 838 21 1091 1430 816
split_gain=606.796 493.033 370.682 262.22 231.795 192.608 189.873 188.651 152.198 127.55 126.189 126.169 125.73 125.117 118.542 109.405 114.786 108.396 107.54 92.2647 88.5728 85.8403 77.3168 76.9625 72.4042 70.0105 70.6195 69.0894 131.037 71.6041
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.9594655836162902 2.1420547332082829 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 -0.48837130887337593 1.0000000180025095e-35 1.0000000180025095e-35 -1.1275738623161491 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2519738572323926 -0.38790924107065006 0.10008810670483333 -1.281871280663196 1.0000000180025095e-35 -1.0305144854359449 0.9917809348404073 1.0000000180025095e-35 -0.91818967631246473 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 5.4525537492333047
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 23 15 10 12 -7 19 25 -3 -6 -15 16 -1 21 -9 -2 -19 -4 -13 -5 -22 -10 -27 28 29 -12
right_child=1 8 17 5 13 9 -8 18 11 -11 27 22 -14 14 -16 -17 -18 20 -20 -21 24 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00011003789041144659 0.00019643446333244953 -0.00067803806001862598 -0.00067100432912982474 9.1075054088795662e-05 -0.00033972274024980247 -0.00032865739251785285 -0.00013115203766400979 -0.00012966789189037495 -7.5330643843828199e-05 0.00067261618820656764 -0.00053886808959526813 -0.00049218601293800866 -0.0003587733582930253 0.00061388963493193532 2.7394368313867343e-05 0.00051354404084302384 0.00039212077146976067 -0.00050474702653710091 -0.00040192155411575005 -7.1582387737299658e-05 -0.00031811113495352529 -0.00031080899493688384 1.0925097289299785e-05 -0.00039749113244599496 -4.7632607571063868e-05 0.001511547523268294 -0.00042464945735065966 -7.0057046934088733e-05 -0.00010321969797701827 0.0018852054314469947
leaf_count=5337 14530 22241 12020 22919 1959 961 8361 17807 5767 5273 10496 3204 26330 4734 3436 9876 5985 7813 26674 19170 13736 11721 13317 2705 15956 98 28978 27185 13267 75
internal_value=0 -0.141077 -0.0915372 -0.0454466 -0.085094 0.117085 0.156701 -0.110713 -0.279077 0.417509 -0.0561602 -0.199835 -0.379899 0.19149 0.289796 0.253309 0.121853 -0.243087 -0.226218 0.0378808 -0.174519 -0.370827 -0.0526833 0.0367421 -0.125165 -0.280216 -0.326156 -0.122147 -0.208447 -0.405725
internal_count=361931 332372 232437 171191 139333 31858 29559 129204 99935 6234 84723 51364 48571 10129 8170 21198 11322 61246 44481 33700 37505 23741 16521 25624 29692 34843 29076 51023 23838 10571
shrinkage=0.00127022


Tree=373
num_leaves=31
num_cat=0
split_feature=617 728 1354 659 1020 795 784 475 706 781 609 1469 744 21 326 539 1307 188 194 550 1022 675 1430 803 990 50 56 1189 1457 1459
split_gain=365.66 314.508 225.987 212.832 166.248 160.531 184.366 143.875 117.951 113.672 97.6593 95.9746 93.1647 91.6109 90.1532 97.3619 85.0212 83.5655 92.6677 71.5692 70.6482 85.2548 69.9104 69.1075 68.4017 68.1466 76.9147 66.7319 65.9492 65.9139
threshold=1.6614250791469047 1.0000000180025095e-35 1.0000000180025095e-35 0.62821384419828064 1.0000000180025095e-35 -0.29258408639884992 0.9594655836162902 1.0000000180025095e-35 2.0258146145105322 1.0000000180025095e-35 -0.93177752141597858 -0.96833047545424733 1.3025484894158337 -3.2545899522946695 0.65872944223055041 1.0000000180025095e-35 1.3390041783085433 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.44359160413691395 1.0000000180025095e-35 1.9682860324222273 1.09266583130301 0.55630078546380823 1.0000000180025095e-35 -1.4467991446142221 1.8601767835506282 0.40413748344094969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 23 7 11 9 10 17 -6 -7 25 -2 15 -15 -4 18 -1 -9 22 -22 -13 29 -8 26 -12 -10 -5 -3
right_child=13 4 16 28 8 6 24 19 27 -11 12 20 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.000191360269185832 0.0029938121033244976 -0.0009318411370212537 -0.00026176713852895327 -0.0004046080276950311 -0.00071853061744592262 0.00024261305377870957 0.00030413890833494087 -0.00011173613316318033 0.0023021993408490157 0.00010549130227516465 -0.00085472469056082278 -0.00096818648461896302 0.00038985767518313164 -0.0012617314856657597 -0.00013783830581602771 -0.00059765957525287111 -0.00089130538451992795 0.00099774899486685894 0.00076993821358961839 0.00051301014158821267 -0.00027336053294620903 0.00040216590741118071 -0.00027696926620498412 0.0003120681559822385 0.0011693118859781527 0.00019598084675982418 -0.00016471315208846325 0.0003846572828237913 0.00074613858026038242 -0.00032246079249939434
leaf_count=5169 147 29873 32554 29190 13779 12649 15490 22168 593 11579 10947 8864 7589 19980 6837 19191 10442 14804 7330 6782 21888 6461 11486 1950 2878 6356 12095 3169 1388 8303
internal_value=0 -0.0459149 -0.00544244 0.0251851 -0.157844 0.0572787 -0.00502522 0.130974 -0.0820917 0.210529 -0.110429 -0.0603264 -0.0535553 -0.2772 -0.285703 -0.33703 -0.15015 0.281596 0.155035 0.0180627 -0.103836 -0.0416139 -0.204997 -0.276876 0.170946 -0.112758 -0.173158 0.287347 -0.132399 -0.301207
internal_count=361931 315776 221122 178126 94654 147548 79716 67832 54528 38882 50766 61348 36987 46155 46008 39171 42996 27303 12499 28950 48699 28349 20350 40126 18368 29398 23042 3762 30578 38176
shrinkage=0.00261738


Tree=374
num_leaves=31
num_cat=0
split_feature=888 253 785 1459 1010 21 1442 120 470 464 1469 961 320 50 21 712 1464 1465 608 800 802 1453 1470 1457 954 1464 1470 809 1430 1436
split_gain=361.065 311.544 193.651 181.067 156.845 154.32 152.531 146.64 120.992 103.518 98.2267 90.3703 89.0218 87.1619 84.5698 83.8333 82.1532 79.7852 74.2554 73.9513 73.0932 72.6844 71.802 65.2693 64.8518 62.3691 62.2042 61.5674 71.9922 119.352
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.71505107648705846 3.0713252103476614 -3.2545899522946695 -1.2625182715263061 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.90538501098462476 1.0000000180025095e-35 0.88160724310766836 0.55630078546380823 1.189441983669046 1.0000000180025095e-35 1.5430059779684882 -0.34116687556432201 0.66665475971017707 -0.57812715656594349 1.0000000180025095e-35 1.2041679343814773 0.28143045329286537 1.4243986620127258 6.099786963134739 1.7288330941478851 0.15922148059223509 2.6372809947782678 0.54622893720785959 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 5 -4 21 10 9 12 22 24 -8 18 17 -1 19 -2 -9 -10 -21 -3 -7 25 27 -5 -25 28 29 -12
right_child=14 6 3 23 -6 7 8 13 16 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00013049621724758227 -0.0012472409547722291 -0.0010074230460150127 0.0040808848923800239 0.00014460830851564997 0.0014611434164580293 0.00088130046083482745 -0.0012839595769657548 -0.000732141619745701 0.00039415007327560207 -0.00027658277048608421 -0.00052642915842372143 -0.00060727807257494307 -7.7869121199972404e-05 1.6462853436053491e-06 0.00010568262935042889 0.00095883684675191687 0.00096174984919566899 -0.0006172850214331457 -8.7811468225436576e-05 -0.00013611756873876675 -0.00092866060871540305 0.00024721995954808592 8.4189558366178479e-05 0.00082110099322023821 0.0038182584865107273 0.0011516027774922028 0.003281795806423789 -0.0011823975334941624 0.00038278029155693592 0.0001481086911253639
leaf_count=7523 19334 26329 253 21090 2102 6536 15645 37733 7711 20843 20049 14837 4021 13721 3920 11134 2696 22944 9285 25426 6840 2357 12046 4564 136 2522 378 1681 13744 24531
internal_value=0 -0.0414312 0.00570868 -0.0159857 -0.0456241 -0.0542755 -0.138007 -0.0575355 -0.093977 -0.1891 -0.00718386 -0.0422027 -0.328409 -0.143663 -0.261251 0.199817 -0.0211451 -0.295311 -0.192114 -0.0457546 -0.0914868 -0.292341 0.124264 0.13171 -0.00816259 0.0853149 0.335207 -0.0118649 -4.68787e-05 -0.0427128
internal_count=361931 315733 203865 185208 156654 154552 111868 154299 83182 40509 93560 74978 19666 60739 46198 18657 42673 42278 47018 39977 32266 28686 18582 28554 60141 23612 4942 60005 58324 44580
shrinkage=0.00304006


Tree=375
num_leaves=31
num_cat=0
split_feature=785 728 1100 125 257 705 683 752 921 728 791 470 471 815 1466 1450 852 188 727 43 783 755 889 50 884 476 728 519 644 62
split_gain=710.609 523.416 382.655 323.556 355.381 194.103 190.266 154.83 140.983 125.127 123.665 123.147 121.396 119.321 117.018 108.365 108.066 107.924 100.862 93.8884 92.9065 90.7408 90.6904 89.4968 104.111 89.4477 78.078 91.3611 76.9296 76.8946
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 0.024944846130704988 -0.76344857304914582 -0.76455979573956789 1.0525743831388839 -0.90320472132347296 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.67237773758774566 0.67647628514450941 1.0909351122468025 -0.22706799479215015 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1155635910225459 1.8349057301109672 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.316508667510939 -1.3163276726681863 2.1420547332082829 -0.34929633066952553 -0.37712515092315846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 15 22 21 -3 10 -10 19 17 -13 -12 16 18 -6 -9 29 26 -11 -5 -1 24 -7 -18 -8 -28 -20 -2
right_child=1 7 -4 6 14 23 8 11 9 20 13 12 -14 -15 -16 -17 25 -19 28 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00010186925692516219 -0.00050454189350858901 -0.00043140795253407318 -0.00034409588847885547 -9.2984586255049514e-05 -0.00024253474035806888 -5.938709977743306e-05 0.000188211740323249 -0.00050886761411225723 -0.00021387716458053151 0.00022237968563776033 4.3556787992707578e-05 -0.00025564718123592521 3.307393495247457e-06 0.0003876564554124809 0.00017357799023106049 -1.0669581090311566e-05 -0.00028982922822979776 -0.00023419149231636969 -0.00031473906970491141 -0.00022943922523294304 0.00065925858342094233 -0.0004002128109033848 -0.0002734759557037875 0.0004285220682419965 0.00035173034851935158 3.7123541935299517e-05 -7.9688652295694469e-05 0.0001970965463433021 -0.00056124652959684809 -4.8023295151812642e-05
leaf_count=6168 3303 33705 31093 27141 15161 4471 6864 14740 1963 7391 12385 20596 12952 5239 7283 4505 4746 17942 11839 9077 2290 5803 4462 9365 5093 19161 29828 4958 16254 6153
internal_value=0 -0.14978 -0.0988348 -0.0695024 -0.170228 0.171063 -0.00209908 -0.291319 0.0462241 0.241278 0.0120376 -0.233346 -0.14755 0.151595 -0.0557848 -0.33276 -0.101377 -0.339213 -0.375375 -0.0372196 0.32857 -0.140004 -0.0424201 0.290248 0.157008 -0.0191416 -0.000375516 -0.0375911 -0.447513 -0.174832
internal_count=361931 332372 232437 201344 88405 29559 112939 99935 79995 11644 68351 66230 33548 17624 46351 42054 39068 32682 37549 50727 9681 32944 10630 18929 9564 23907 41650 34786 28093 9456
shrinkage=0.0010025


Tree=376
num_leaves=31
num_cat=0
split_feature=785 181 728 341 941 125 712 1430 1160 470 1237 738 1160 1361 402 412 1469 789 746 858 464 519 888 728 1465 852 257 705 1307 326
split_gain=913.599 620.488 510.688 359.62 301.165 249.683 246.306 229.419 233.694 148.984 138.283 135.238 127.436 153.853 126.123 123.124 113.115 108.465 117 126.957 103.928 101.152 97.5936 96.9036 89.3918 89.627 89.2261 80.0123 77.2132 76.31
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3462168560862613 1.9607587081991176 0.58518330826110332 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4298092310842805 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2673214316849539 1.1248358748350926 0.66766320980544069 1.0825608069246189 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 0.84595576380118198 -0.22706799479215015 1.0000000180025095e-35 0.50462717451254313 1.3390041783085433 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 -1 8 16 20 12 24 13 -8 -11 21 -2 18 28 27 -4 23 -10 -3 25 -9 -25 -20 -7 -5
right_child=1 15 9 29 -6 17 10 11 22 14 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002768511391040796 7.6122951911283197e-05 -0.00019753661786169443 -0.00041365006995972567 -0.00030738592934604513 0.00023182004226301363 4.1419334246104289e-05 -7.2241131224984589e-05 -0.00010323767647859359 -3.9712815358131308e-05 -0.00022150047302827561 -0.00020667548290911249 -0.00015065932917411869 0.00031215117458497179 0.00026106273268067096 -3.5050745924424846e-05 -0.00015288652170977496 -0.00033214555471600506 -0.00013184691528783115 0.00011645872384723423 -0.00011338400645474757 -0.00022633411691601674 -4.9483158637292566e-05 -0.0003497967543322233 -0.00046663030549841183 0.00018653557425725055 4.6480800623440722e-05 -0.0003033261284476634 0.00035367580549843484 -0.00026032892438735647 -0.00014535763873058154
leaf_count=3225 1644 10657 17336 16839 8458 13101 5749 15551 21576 26736 1892 15459 12624 6069 13656 14925 22629 5639 5530 2520 20727 3081 2995 21071 5679 22478 20086 6115 2481 15403
internal_value=0 -0.17992 -0.136042 -0.080607 -0.0426555 -0.0656007 0.181065 -0.116885 -0.227442 -0.289171 0.23912 -0.0361079 0.277621 0.133615 -0.203245 -0.371104 -0.392163 0.0726338 0.118658 0.241509 -0.397602 -0.423998 -0.0966293 -0.450849 0.0196301 -0.0158744 -0.503235 0.323657 0.00013131 -0.295135
internal_count=361931 332372 262552 184097 151855 143397 29559 108011 48844 78455 26334 59167 24442 11818 40392 69820 24273 35386 29747 14165 38063 54895 24571 51814 43708 38029 41157 11645 15582 32242
shrinkage=0.000754948


Tree=377
num_leaves=31
num_cat=0
split_feature=134 785 728 1011 1431 1371 659 941 727 1458 662 590 647 848 519 539 878 497 706 747 21 1459 734 21 885 405 426 821 1451 1455
split_gain=358.914 307.802 288.97 224.388 196.845 150.14 145.061 134.181 121.501 120.194 116.395 129.999 120.651 98.1031 92.1957 86.5996 87.8136 80.454 75.9203 75.3542 73.9858 73.2781 72.7652 72.4316 70.2606 66.5839 66.3186 65 64.8056 63.2341
threshold=1.6445699455742113 -0.86283290253235112 1.0000000180025095e-35 1.3326183996331451 1.0099929608726099 1.0000000180025095e-35 0.62821384419828064 1.0000000180025095e-35 1.0000000180025095e-35 0.20667703603638712 -0.58271687606615485 0.58895901036483078 -0.87782724458594241 -0.63722082832865312 -0.830672104868595 1.0000000180025095e-35 1.0000000180025095e-35 3.0589865121061197 1.5724059030450566 2.2668746584208797 -0.70163543588998201 0.73871680408646412 3.0820683777490774 -3.9164670491403295 0.35018306414905159 1.0000000180025095e-35 -1.0161590981722821 -1.3373200915743719 0.3239183524675191 3.6094271390138934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 9 -5 18 14 11 -4 -13 17 -3 16 -2 -12 -1 -9 -11 22 26 -15 -25 -6 -16 -22 29 -28
right_child=15 2 10 7 25 -7 -8 19 -10 20 13 12 -14 23 21 -17 -18 -19 -20 -21 27 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00017459850730394965 -0.0013861120326837104 -0.00046602939991586553 -0.00026821167887853664 -2.9845520634907432e-05 -0.00045703942805977086 -0.00048621492821700803 -0.00035624642068540622 0.00080012403683975936 0.00067500884865313306 0.00067624916133063502 -0.0002661137095777111 0.0020081272167551665 -8.6156973450354904e-05 0.0024873684145999548 -0.0006198432960766631 -0.00041776560157658993 -0.00061298813914883977 0.0018860560903487592 0.00083355187975896411 -0.001645360098573484 -0.00049192696280844631 0.0004765952943895723 0.0012520702318046632 -0.00078772984587785445 -0.0002356458399358298 -0.0013117612130822023 -0.00010750211143539901 0.0002788734302602511 0.00033893140008895773 0.0019024369834059961
leaf_count=9130 11814 11887 12672 9653 22870 20047 23500 11403 15640 10479 18840 1306 1580 140 5481 23759 12495 372 1946 297 3444 7907 946 42285 8166 3568 41263 17784 10936 321
internal_value=0 -0.042144 -0.0641025 -0.0239333 -0.0493616 -0.0224308 0.00133545 0.167807 0.162204 0.0325997 -0.180245 -0.00772397 0.393323 -0.22263 -0.0119198 -0.262788 -0.379367 -0.0848335 0.0063008 0.306021 0.137339 0.0162551 -0.00962103 -0.278346 -0.284434 -0.229245 -0.0196919 0.069794 0.00115407 -0.0365778
internal_count=361931 313863 287147 201786 180433 153995 133948 21353 26716 110448 85361 15558 2886 69803 78741 48068 24309 19212 11076 11700 31707 66854 58947 50591 50451 26438 58001 21228 52520 41584
shrinkage=0.00241683


Tree=378
num_leaves=31
num_cat=0
split_feature=1100 181 1454 677 1361 747 21 785 1436 1011 1455 1461 1469 50 125 736 892 1453 1469 457 269 710 773 869 1081 1423 1450 1452 773 885
split_gain=348.991 278.484 245.757 154.342 188.965 151.789 146.445 155.586 113.541 107.87 105.841 110.081 103.52 96.5914 110.776 94.7395 91.3019 90.3254 83.7354 80.387 81.465 79.2125 76.9396 75.937 71.6799 71.0536 70.7942 71.6941 67.954 67.7909
threshold=1.6293515030253838 1.0000000180025095e-35 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0798509198017876 -0.86283290253235112 1.0000000180025095e-35 2.2221924123088783 0.46304910557563933 1.6859053074631882 -1.2791237062730081 0.55630078546380823 0.58518330826110332 1.0000000180025095e-35 1.0342428102238199 1.1343281912642689 -1.1965077841566287 2.3716694046974869 -0.97818596660968204 1.1870562211658833 0.65377890490728563 -0.57653763495970078 1.0000000180025095e-35 1.0000000180025095e-35 -0.49083279118224338 -0.58911782507014421 -0.15781389821328526 3.5474713574483379
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 22 10 21 12 13 11 18 -1 14 16 -6 25 19 -4 20 -3 -8 -5 -7 -2 -9 -25 -28 -15 -16
right_child=24 17 6 5 15 23 7 9 -10 -11 -12 -13 -14 28 29 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.00058481667229183141 -0.00041481901231728931 -0.00079526759705531036 0.0013421832742405253 -0.00014905896824789867 4.1675761691558503e-05 0.00061574501466056411 0.00075056134247236423 -8.8410615531638913e-05 -0.00033600687870350402 0.000740065706451298 0.0013523592691381985 0.0020379685430840749 -0.0012285891572680644 0.00054415623034129461 0.00022994872242422735 -0.00054177312497497422 -0.00091366716586008571 0.00017508987870457364 -0.0003644415057124537 -0.00101392789919823 -0.00027770374357498817 -0.0010190944517340283 -0.00073573441125083746 -0.000218589629467074 -0.00087389161516676075 -0.00065154090205276694 0.00069198717926978351 4.1266942175504635e-05 1.921671156488558e-05 -0.0022528950484780679
leaf_count=858 24651 14778 802 21634 22175 6952 10063 40301 10049 4504 3844 685 15860 10310 18523 12222 5869 6023 4239 9417 32103 709 8629 12768 24286 7980 5946 12302 13196 253
internal_value=0 -0.0395672 -0.0103151 -0.0760954 -0.160637 -0.0117164 0.0556516 0.0347786 -0.316085 0.00881318 0.303764 0.112134 -0.449632 -0.00678183 -0.0465103 -0.0614768 -0.0999445 -0.178412 -0.00975022 -0.208652 -0.172316 0.264507 -0.127874 0.0694564 -0.259156 -0.0710814 0.0257763 0.105816 0.102448 0.0805054
internal_count=361931 312994 250673 129395 61164 68231 121278 111708 26767 100936 9570 5726 16718 96432 72926 34397 54150 62321 5041 56298 46881 10772 30263 37968 48937 48281 31016 18248 23506 18776
shrinkage=0.00243462


Tree=379
num_leaves=31
num_cat=0
split_feature=479 1099 1442 705 1290 852 1430 728 1311 871 800 1367 1450 608 1430 1367 497 797 713 1457 21 667 1039 1455 1361 593 917 1092 746 550
split_gain=334.759 282.147 269.499 205 179.759 179.143 143.845 137.858 143.174 125.994 122.026 109.567 108.48 99.138 112.542 113.132 86.1795 87.9546 84.84 89.1967 80.1336 77.3007 71.7796 65.61 65.4543 65.4146 61.5764 61.4037 61.2748 60.1839
threshold=1.6834386678921571 1.4149514828101151 -1.2625182715263061 1.215584911221339 1.8124611990991408 -0.22706799479215015 1.0000000180025095e-35 -0.49008176997875957 3.6225485867211153 2.4008401756919917 -0.57812715656594349 1.0000000180025095e-35 -0.35262914890079794 0.66665475971017707 1.0000000180025095e-35 1.0000000180025095e-35 1.1597590371687556 1.0000000180025095e-35 1.0000000180025095e-35 1.339295830115254 -0.70163543588998201 1.473346372007182 -0.59655634638795008 0.72809816964645935 1.0000000180025095e-35 1.0000000180025095e-35 4.3127385003387806 0.36694858945246428 1.0000000180025095e-35 0.29966714842153758
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 7 11 29 13 10 -7 -1 -12 14 15 -9 17 -5 -3 -20 23 24 -14 -8 -2 -16 -15 -24 -29 -4
right_child=21 18 3 16 -6 9 20 8 -10 -11 12 -13 22 26 25 -17 -18 -19 19 -21 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013742044409822012 -0.00085057301874159864 -3.7130763173579764e-05 0.00011084945408503635 0.00056753869944388934 -0.00067580084388838512 0.00046250134715577552 -3.947769882919294e-05 -0.0012413914940675103 0.0043528644498324566 -0.001107775687847215 -0.00013125182161511723 -0.00048517310845298957 0.00049358206310563672 1.5878860320617046e-05 -3.5080775435269635e-05 -0.00039450419405660808 0.001162248540900935 -0.00018056692020291726 -0.00088818273737397498 0.00027845177089964342 -0.00036961782812057324 -0.0012956175670549221 -0.00010559570624489994 0.00092832632067273884 -0.00034128677620976926 -0.00062124479598981038 0.0052504952795136544 -3.2206225938372649e-05 0.00067649891705656034 0.0010302789859106985
leaf_count=9606 17401 5905 12148 13199 11541 24910 10388 10491 136 2708 40700 13632 16550 13704 16054 10138 3627 5965 22960 2055 25403 7084 19296 2324 21001 8549 56 6334 6092 1974
internal_value=0 -0.0380914 -0.0187531 0.0124761 -0.00943182 0.00545306 -0.155146 -0.0790354 -0.126515 0.0542155 0.0633454 -0.313078 0.0267045 -0.132545 -0.185864 -0.314557 0.194232 0.137446 -0.249349 -0.311845 -0.0778797 -0.261681 0.0920417 0.0646298 -0.221636 -0.0913076 0.0151808 0.0333889 0.14273 0.103437
internal_count=361931 316445 285525 224172 201381 189840 61353 73250 59128 116590 113882 23238 88972 58992 45232 20629 22791 19164 30920 25015 38115 45486 48272 12712 38402 24603 13760 31722 12426 14122
shrinkage=0.00248201


Tree=380
num_leaves=31
num_cat=0
split_feature=785 728 548 1376 727 803 519 1469 545 1436 964 401 402 50 723 1430 21 614 889 547 1022 1085 1458 1470 576 588 947 253 1080 792
split_gain=1115.23 786.303 602.505 381.866 299.311 255.369 262.857 203.267 196.642 159.994 152.946 138.755 149.826 136.788 135.625 133.095 132.613 130.956 124.761 121.254 104.904 118.079 104.175 102.423 99.6877 98.3127 97.7513 88.6069 85.5049 78.9709
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 2.1420547332082829 -0.96833047545424733 -1.0372938969678034 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 -1.0625654336828987 1.0000000180025095e-35 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 1.8992776531617575 0.5495017482490866 -0.64782611375555454 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 18 6 7 23 -3 15 22 13 -13 -10 -8 -5 -4 26 -1 20 21 -6 27 -2 -11 29 -18 -9 -12 -16
right_child=1 8 16 9 19 -7 14 10 11 24 28 12 -14 -15 25 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.7485907522052808e-05 0.00015104501850507799 -0.00037752156002959352 0.00093681164265250875 -0.00036188300553780385 7.2853547561549464e-06 0.00022763584209660847 -0.00013928891002908429 -0.00010957154678932744 -0.00035338057915246842 -0.00022078404370885196 -3.7271278620778355e-05 -0.00023489875319465594 -4.2475331049383499e-05 -0.00013063559017279636 0.00036912651563979264 -0.00015080928715859778 -0.00043809977887026739 -0.00017744332023768246 -0.00020602120671490829 -0.0001981659805196884 0.00038797116313863013 0.00034495330790427722 0.00019049826628267971 -4.6462313713327942e-05 -4.2683768773611764e-05 0.00051651193407471828 -0.000243355565108542 -0.00024223386994996231 0.00021443839213020641 5.6499828821882358e-05
leaf_count=7707 11084 28613 148 13461 3952 7108 2122 31113 26834 9376 28936 22654 13581 8253 2135 14160 13461 27572 4844 1040 8458 3558 1694 8830 23122 1730 13692 16144 2588 3961
internal_value=0 -0.2015 -0.13933 -0.0862027 0.19472 -0.0227291 -0.0473078 -0.0797216 -0.370081 -0.224147 -0.126051 -0.312555 -0.225397 -0.418106 0.243376 -0.347688 -0.346233 -0.353264 -0.0332571 0.362036 0.403572 0.239681 -0.199706 0.0950815 -0.129919 0.352933 -0.470889 -0.218667 -0.0213902 0.239027
internal_count=361931 332372 232437 177564 29559 117445 110337 100389 99935 60119 80475 71322 36235 35087 9948 27621 54873 54725 12551 17008 15968 7510 48951 19914 32498 7826 27153 47257 31524 6096
shrinkage=0.000700159


Tree=381
num_leaves=31
num_cat=0
split_feature=136 516 1431 785 951 941 21 608 464 705 1469 886 600 1430 1436 789 893 1290 1453 21 1452 917 125 652 615 579 1357 844 1430 1469
split_gain=329.832 263.123 163.332 160.178 124.94 139.207 116.063 117.27 113.069 108.185 120.506 95.766 94.1338 91.1608 101.7 88.1514 99.7152 76.0478 75.1546 70.3728 70.0119 68.9514 68.7502 68.0327 69.0738 68.0003 67.6665 67.1144 64.3754 61.139
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.4454315257619969 1.9607587081991176 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 0.85154028700297968 0.26697426476209379 1.3656841161399589 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.6744786423712141 1.8124611990991408 1.3493607039916962 -3.9164670491403295 0.33453742544019233 -0.85844475599533343 0.58518330826110332 -0.98896428961744431 -0.59108387774323179 0.38369638209385348 1.3962008022525787 -1.4845148897889513 1.0000000180025095e-35 -1.2555191570968998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 5 11 -5 8 -8 10 17 15 18 14 29 16 23 19 22 -3 -12 -21 28 -2 -25 -9 -23 -11 -4 -6
right_child=4 2 12 6 13 -7 7 25 -10 27 20 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00015064053824060585 0.00051632044912648439 0.0025472918220685956 -0.0006633955062480141 0.0023277377435771424 0.00088688686857724824 0.00067110000541502498 -0.00099676220273694463 -0.00045273218360317863 -0.00047227032219791223 -0.0011863485759699818 -0.00025285661054437421 -0.00062703406894973996 -0.00062814627293868749 0.0005350593094776468 0.00038266225083592297 -0.0004522781226517668 -0.00066887722542585118 -0.00070869084855627775 0.00051203896646207208 0.0005646720426824342 -0.0010297401135084517 9.121196511915875e-05 0.00010499749915601566 -0.00020912214961673237 0.00016371661297476185 -4.1279503504200921e-05 -0.00060036600712432334 0.00036796987816356379 -0.0001731807672183029 -0.0004820156759899884
leaf_count=8558 6442 188 12935 238 671 4943 26396 37264 24139 731 19210 7049 17030 16121 8585 8837 5060 2830 3065 6047 3445 31447 8519 17233 27477 12495 3947 18428 15231 7370
internal_value=0 -0.105563 -0.0462874 -0.193002 0.0335528 -0.0131272 -0.222906 -0.227848 -0.317073 0.0104747 -0.0320202 -0.0379239 -0.141392 0.137877 0.0275474 -0.0142165 0.0166675 0.031365 -0.0830915 0.0535781 -0.164094 0.0465781 -0.112829 0.0408805 0.0114349 -0.156155 0.0102686 0.144838 -0.171276 -0.153833
internal_count=361931 252143 143053 109090 109788 77041 100532 100294 50535 86273 67114 72098 56780 32747 16626 65049 56212 44459 39750 41629 22655 41441 36685 51152 44710 49759 35394 19159 28166 8041
shrinkage=0.00221045


Tree=382
num_leaves=31
num_cat=0
split_feature=785 728 871 1445 125 727 50 595 56 1309 21 476 789 746 921 706 284 1022 1085 21 1376 783 1470 519 723 564 740 927 689 269
split_gain=863.533 668.829 440.267 339.748 254.211 250.152 244.414 164.306 134.426 130.341 131.874 127.404 116.469 114.145 111.99 109.158 103.248 102.003 114.144 97.3518 93.6537 93.0843 88.8449 88.2375 144.879 83.6904 82.7023 81.3668 80.3213 78.9056
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.76640973051476358 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.29878677988246938 -3.9164670491403295 -1.316508667510939 1.1248358748350926 1.0000000180025095e-35 1.0525743831388839 0.62672487627420737 -1.1416433863166267 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.47962750685588434 1.1155635910225459 -1.2126727935954851 2.1420547332082829 1.0000000180025095e-35 1.9546110090380651 1.0000000180025095e-35 1.0483613175537825 -0.4288425582216272 -0.36806838854686125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 15 8 9 22 10 -3 -8 16 26 -13 -1 -6 18 -5 -7 -4 -16 -2 -18 -25 27 -12 -17 -15 -19
right_child=1 7 20 17 12 19 11 -9 -10 -11 13 14 -14 28 21 25 23 29 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018790552220833878 1.3393209626587907e-06 0.000840077664572077 -0.00018356018390299308 -0.00040197458373958828 -0.00021205631131875289 0.00011250945434374411 -0.00014316187468042449 -0.00039942460675345694 -5.9575273748291726e-05 -8.4894785226624978e-05 -0.00044809573359183243 -3.9896844712840576e-07 -0.00011247683169648238 -7.4533866636960057e-05 9.7359853806636788e-05 -3.5998974217248807e-05 9.9886372242858511e-05 -0.0002199646473345485 -0.00015841323281157532 0.00033794833946840263 -0.00034082593691473829 0.00046392595490564508 -0.00026974224731674966 -0.00017622198528515984 0.0004201845634730346 0.00048184755754610974 -0.00026335965111533993 0.00046411096276601275 -0.00024637685655334906 -3.9998301459550247e-05
leaf_count=5567 3321 199 29331 11393 2046 6893 12572 20323 19242 13914 14425 39079 5350 9378 5551 5356 21122 10722 11025 10115 16978 1836 24335 1055 4111 906 16711 722 24985 13368
internal_value=0 -0.178194 -0.120634 -0.0789166 -0.0319856 0.173749 -0.0836494 -0.335854 -0.202705 -0.293978 -0.338372 -0.00264593 0.110501 -0.345268 0.0420308 -0.0353945 0.159037 -0.241619 -0.356589 0.329084 -0.316107 0.257698 -0.309277 0.189112 0.408828 0.118426 -0.452877 0.0355905 -0.263712 -0.15255
internal_count=361931 332372 232437 186128 139620 29559 105936 99935 46898 79612 65698 59038 33684 65499 46466 12551 28334 46508 22418 17008 46309 7387 27656 26288 5166 6984 31136 6078 34363 24090
shrinkage=0.000746712


Tree=383
num_leaves=31
num_cat=0
split_feature=681 1147 56 188 785 1221 1470 62 1091 1466 928 785 395 1449 747 462 943 21 728 761 1430 1458 1469 258 1022 332 1464 954 126 749
split_gain=329.997 275.302 227.902 327.298 164.583 131.253 128.455 102.494 97.5584 97.3546 97.1151 89.7215 88.9523 85.8197 83.977 81.3644 76.7413 75.9525 75.4321 75.0546 69.754 69.675 68.2329 66.7336 64.5803 62.9961 61.8418 59.0821 58.9938 58.0814
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -1.2126727935954851 -0.97978507835213413 1.0000000180025095e-35 2.2763907064872897 -0.52992354128753727 -0.86283290253235112 1.0000000180025095e-35 0.47799573524751798 0.34871943973277292 1.0000000180025095e-35 1.4693784537238983 -0.70163543588998201 -0.49008176997875957 1.5021234709567175 1.0000000180025095e-35 -0.19179933198544472 -1.0470123060412753 1.1203171907964993 1.0000000180025095e-35 1.0000000180025095e-35 0.64223275086548759 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 18 10 -1 -8 22 11 14 -5 25 20 19 21 17 29 -4 -6 24 -13 -9 -7 -3 -2 -20 -23 -19 -12
right_child=12 13 4 9 5 23 7 8 -10 -11 16 15 -14 -15 -16 -17 -18 28 26 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00017419633290986802 -0.0011919996205222068 -0.0010431186668020307 -0.00048941624154665931 0.00055487741172432624 8.6457942039959036e-05 -0.00011308906137884316 -0.0011950277118620224 -0.00011414715827893455 -0.00023246748673079549 0.00094189801212451291 0.00075090744371933654 -0.00014220177427234709 -0.00034664518925214599 -3.7424180394614454e-05 0.00069047028366691005 -0.00037954224254921126 -0.0005197488520489918 -0.00016113137872079909 0.00055333116227665501 0.00093809121208552162 -0.00032012176085297191 -4.6770707492136098e-05 -0.00091497120532207357 -0.00074250629142200532 -0.00046825253520357753 -0.00058313523629502698 0.0014129013005465131 0.00047257275048293468 0.00017143258033572135 0.00014057376388261456
leaf_count=5461 10291 10993 1173 4992 18457 31171 9763 3460 16068 2137 5310 22214 23388 13352 8974 14170 5422 23731 8970 2277 25746 8851 17922 4523 11438 11820 2088 9940 19113 8716
internal_value=0 -0.0353258 -0.00650957 -0.0823366 0.0465919 0.0246049 -0.22953 -0.274993 -0.226571 0.0130489 0.0647198 -0.00363423 -0.248558 -0.175303 0.1589 -0.02958 0.0180718 0.0385968 0.271459 0.0839821 -0.221803 0.0168928 -0.345424 -0.0832963 -0.322169 -0.367704 0.323106 0.109283 -0.00243842 0.173962
internal_count=361931 316432 254903 114978 139925 127694 52674 47213 37450 62304 92000 60167 45499 61529 29708 55175 62292 56870 12231 20734 48177 41005 21382 35694 22431 22111 11058 18791 42844 14026
shrinkage=0.00221314


Tree=384
num_leaves=31
num_cat=0
split_feature=785 728 1307 852 746 1016 705 896 784 686 1436 131 497 1431 67 519 927 889 651 727 962 747 405 917 713 938 921 890 43 746
split_gain=692.691 582.58 399.492 321.134 259.22 262.353 215.72 193.429 163.815 151.006 132.557 130.424 123.991 108.902 107.217 107.018 107.522 99.7768 96.1697 95.9303 87.3402 85.6454 85.6316 84.4591 81.9039 91.1209 79.0623 77.5967 77.5335 77.1432
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3390041783085433 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 0.024944846130704988 -0.28794826445342053 0.9594655836162902 1.321975669573771 1.0000000180025095e-35 -0.67630721506970115 1.7001250133015622 1.0099929608726099 0.2639097113453524 2.1420547332082829 1.0483613175537825 1.0000000180025095e-35 1.1107569744011787 1.0000000180025095e-35 0.78457125397875782 6.1031850957970919 1.0000000180025095e-35 -0.65713348567575725 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -1.0182342416987082 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 10 17 15 -5 11 19 -3 23 -4 24 28 -17 -1 22 -2 -8 -21 -9 -13 -7 -26 -10 -12 -6 -11
right_child=1 9 13 8 7 14 20 18 26 29 27 12 -14 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=8.0160453900190713e-05 -0.00015645788311663427 -0.00034298202754682759 -0.00020276768679608676 4.6421623042773557e-05 6.1314675510295069e-05 3.1218106919246343e-05 0.0003047625426930747 -3.5960033178535692e-05 0.00023576162465847772 -0.00056052019204429757 -0.00046744786117292584 -5.9180270387941169e-05 0.00016724949818542446 -0.00043538357957969854 9.9056748864670804e-05 0.00035698298247314949 -0.00023873471914909726 -0.00026140827972285716 -0.00028804796181505711 -0.00048799313105314489 -1.0342545167639768e-05 0.00074247900458860466 -0.00028781830178508782 -0.00024317698735009969 -9.9580076519559723e-05 -0.00034523850623763335 0.00064254047919504675 -7.8543996398234208e-05 -0.00015652430295224354 -0.00030627316617727753
leaf_count=6168 5023 26349 33842 18011 28639 8469 15847 35303 4313 11242 2822 11793 2970 10932 8258 5155 998 4462 7059 17033 3082 154 5280 36661 15177 7828 1883 9774 6484 10920
internal_value=0 -0.151579 -0.0977603 -0.0593923 -0.093446 -0.190337 0.165403 -0.0238023 0.152036 -0.300567 -0.34057 -0.257799 -0.196585 -0.292835 -0.0816341 0.0729509 0.301605 -0.0597051 -0.113251 -0.454788 0.291219 -0.540842 -0.0752198 -0.226153 -0.140486 -0.205314 0.420299 -0.168487 0.0293589 -0.483693
internal_count=361931 332372 232437 187663 163456 74538 29559 88918 24207 99935 34806 77773 51424 44774 39732 41276 6153 10630 47642 22210 18929 17187 40583 48454 31474 23005 6196 12596 35123 22162
shrinkage=0.000870264


Tree=385
num_leaves=31
num_cat=0
split_feature=785 263 257 678 712 519 802 203 712 1238 728 713 1148 1445 1237 588 56 928 50 194 900 727 938 962 1450 1466 476 652 848 651
split_gain=920.179 624.242 684.204 479.991 238.284 238.213 219.021 200.675 184.371 172.813 170.967 157.73 144.473 140.853 136.669 131.232 128.141 126.748 125.067 182.036 113.031 110.865 112.392 109.217 104.172 98.8249 95.4944 90.7022 88.2116 87.9673
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 -0.63779424894106762 2.1420547332082829 1.0000000180025095e-35 1.0605395091208547 1.0000000180025095e-35 -0.6968354641114346 -0.49008176997875957 1.0000000180025095e-35 1.9644670326249816 1.6380901172106308 1.4298092310842805 0.71188872395471614 1.0000000180025095e-35 -0.52992354128753727 1.0000000180025095e-35 1.0000000180025095e-35 1.1365018852665612 -0.682906484622256 1.0000000180025095e-35 1.3714217264408297 0.95337257963916655 0.67647628514450941 -1.0099296266851885 -0.98896428961744431 -0.040155004926244443 1.1107569744011787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 5 -1 6 11 10 -7 25 -2 29 23 17 18 -10 24 -5 19 -6 -14 -11 28 27 -12 26 -4 -13 -23 -3
right_child=1 3 9 13 14 8 -8 -9 15 21 16 12 20 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00026746038570849706 -8.5695239795018489e-05 5.2002493706451407e-05 -0.00023246267183539012 0.00018922983638954363 -9.2010040345907206e-05 -0.00011000627325342929 -0.00029916788465397473 -0.00052045740676517069 0.00011173116786988652 -3.1871239876216587e-05 -0.00041714153793532172 3.4710520066780762e-05 -1.8261089667775822e-05 -0.0002375495497729037 -0.00020088780152452239 0.00058821591716006697 -0.00010866703528896371 2.0793911934149826e-05 0.00032396717630856962 0.00027291595500439461 0.0006258691469181849 -8.4635733881280675e-05 -0.00035077796045127649 -0.00031710879955879241 -0.00013439350225446164 0.00014522839729035896 -2.5341048784599058e-05 -0.00016654355743832259 -0.00029187576358780511 -0.00022054094585230254
leaf_count=3225 8867 16008 8027 13807 5387 8135 24186 20254 5128 9529 34248 6037 2223 4186 1892 1535 5729 31981 12226 6829 807 14661 14079 12570 4447 5603 21738 45926 9218 3443
internal_value=0 -0.171374 -0.277331 -0.0914001 0.190919 -0.163668 -0.198892 -0.453468 0.0710065 -0.154738 -0.385538 -0.153451 -0.202453 0.0668107 0.247798 0.299152 -0.447992 0.0951579 0.285985 0.146733 0.216811 -0.24316 -0.297507 -0.2247 -0.4994 -0.0501278 -0.0982317 -0.185622 -0.210091 0.00535779
internal_count=361931 332372 156400 175972 29559 125998 111200 73545 14798 82855 53291 87014 67563 49974 26334 6663 44424 45788 24442 12216 3030 47487 37958 64533 38695 35368 29765 51963 23879 19451
shrinkage=0.000764646


Tree=386
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 50 727 56 595 476 612 852 1470 21 705 667 1304 706 1467 896 200 1465 543 588 547 953 878 1154 746 564 927
split_gain=728.459 599.66 426.352 298.167 313.692 230.341 183.352 182.225 147.653 138.075 137.442 132.822 129.37 125.195 124.466 113.198 105.841 103.113 99.2466 96.7624 90.2979 88.6689 88.3172 87.2565 86.4595 105.597 83.4668 81.1154 78.5193 78.6105
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0099296266851885 1.0000000180025095e-35 1.0747610123934368 -1.2718061674828867 -3.9164670491403295 0.62883063453998334 1.0000000180025095e-35 -1.2519738572323926 0.62672487627420737 2.6212945108504591 -0.43454379769620094 -1.281871280663196 0.37973282798721492 1.0000000180025095e-35 2.250834115212506 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9546110090380651 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 16 11 9 -6 12 17 -2 -3 -5 20 26 -1 18 -10 -17 -14 -8 -15 24 25 -7 -4 -21 29 -18
right_child=1 7 15 13 8 23 21 -9 10 -11 -12 -13 14 22 -16 19 28 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018313081102362059 4.1894836528464367e-05 0.00093046031214695838 -0.00040507377220898213 -2.9131983405115789e-06 -0.00012904270253648838 -9.2379151218522585e-06 -4.2067907438284192e-05 -0.00038452942235659121 6.75376302508543e-05 -0.00038823161128374894 0.00019990095024004597 -0.00029034675425313827 -0.00016528565729846369 0.00011379279654798863 -0.00027347081798087265 -0.00031463800679650244 -3.320965003343247e-05 0.00038273834983959288 -7.4245731882508745e-05 -0.00020304380745983559 7.8253910474771674e-06 -0.00033199274022465802 0.00038073370698766699 -0.00017372369362905028 0.00036517801250684953 0.00033367858758027481 -0.00019978150930051748 -3.712619271871298e-05 0.00046654040165724467 0.00045548608004655913
leaf_count=5567 3216 186 12020 21301 20664 3999 22323 20323 16838 10255 7614 30632 34623 13171 24816 7813 5356 1298 28069 13736 9732 3155 2910 1040 8476 3493 11721 15956 906 722
internal_value=0 -0.157267 -0.102716 -0.053367 -0.101843 0.167039 -0.223707 -0.307847 -0.0188172 -0.263389 0.0327268 -0.340384 -0.230348 0.0965447 -0.236465 -0.263935 -0.0337967 -0.00914488 -0.0258129 -0.194213 -0.170252 -0.0986253 0.220829 0.316919 0.353033 0.202683 -0.393209 -0.142746 0.117894 0.0376217
internal_count=361931 332372 232437 171191 133809 29559 59326 99935 74483 79612 53819 33848 69357 37382 69171 61246 12551 46205 44907 37505 44355 25478 16081 17008 15968 7492 23741 29692 6984 6078
shrinkage=0.000740937


Tree=387
num_leaves=31
num_cat=0
split_feature=545 1430 1436 1469 789 652 890 457 194 602 539 953 785 50 56 1237 602 21 215 1455 1450 62 1455 1095 1457 1085 131 1238 1464 864
split_gain=334.701 250.216 512.716 303.695 228.232 164.09 150.53 140.249 130.112 119.854 174.109 115.835 115.184 100.822 108.785 95.536 95.533 92.043 74.5013 73.9059 78.6965 69.0424 69.0164 64.4772 66.7044 63.3504 62.5492 62.3814 61.8727 60.4758
threshold=-1.0372938969678034 1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 1.1248358748350926 -0.98896428961744431 -1.0182342416987082 1.0000000180025095e-35 0.58307762070518543 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.55630078546380823 1.0000000180025095e-35 0.5723095224056084 1.0000000180025095e-35 -0.70163543588998201 -0.98606370667556209 0.14145834482007744 -0.85352856111255682 -0.97978507835213413 0.80851755981579754 1.0000000180025095e-35 0.68635126017805159 1.0000000180025095e-35 -0.97947116861403372 -0.6968354641114346 1.4925201905101055 0.72275257928592751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 -3 -4 12 15 10 -1 16 -7 14 21 23 -5 19 -16 -11 -21 -14 27 24 -8 -10 -13 -12 -19 -15
right_child=1 4 6 11 -6 7 8 -9 25 17 22 26 13 29 18 -17 -18 28 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012519957084741007 0.00051074146461890335 0.00056738094434679676 -0.0005609103127708386 -0.0011141926321113385 -0.00046452924771177452 0.00063230821899933282 4.0859758651488327e-05 -0.00030767207592004449 0.00056665663341487515 -0.00023315100066550294 -0.00014383968548327248 -0.0011546997668321732 -0.00091995614118722975 0.0004577112596500421 -0.0005068921182378157 -0.00064442372847976315 -0.0005615172335086061 -0.00050915173407391863 0.00023266870916328997 -0.0007444078417115905 0.00069788200331303402 -0.00017044623498785186 0.00029752626995533564 -0.00055020067484895486 0.00065538833047542949 -0.00031142685723373095 -0.00020114161439087759 -0.0007896118515303579 0.00034920353537559224 -0.00018655241752297701
leaf_count=17846 4657 17396 10732 27360 16001 9765 26996 21160 14252 13426 6636 2384 4394 18042 3714 5819 14119 31951 26730 1210 5141 19972 3065 3935 4475 1972 10294 12649 2135 3703
internal_value=0 -0.0255672 -0.0972762 -0.261774 0.0327442 0.0624161 0.0188648 0.0316631 0.055564 -0.185717 -0.29841 -0.318503 0.0657322 0.0389054 -0.010195 -0.00967955 -0.387347 -0.121991 0.0658806 -0.000129637 0.187659 -0.122244 -0.178818 0.0278033 0.0569782 0.200183 -0.149178 -0.234554 -0.19284 0.150703
internal_count=361931 267872 126995 58814 140877 124876 68181 107480 57449 94059 40196 54157 86320 76555 54810 41225 41479 53863 30444 19777 6351 24366 22350 35406 31471 16224 12678 19285 34086 21745
shrinkage=0.00231892


Tree=388
num_leaves=31
num_cat=0
split_feature=785 728 1445 519 872 544 871 804 727 470 1469 1367 1430 464 471 1292 1367 1304 200 588 338 382 1154 746 821 789 685 710 596 1454
split_gain=723.768 533.039 397.677 291.553 279.453 205.391 192.12 183.445 175.688 154.759 150.846 147.549 225.324 136.064 132.159 124.415 145.259 113.489 96.16 95.5458 94.6189 91.1573 85.8797 83.1089 80.4078 72.7143 72.3123 72.2468 69.8929 69.7991
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 2.1420547332082829 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 0.45538871002063286 1.0000000180025095e-35 1.0000000180025095e-35 -0.9998032076890585 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2519738572323926 -1.281871280663196 0.71188872395471614 -0.67742393113063393 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0305144854359449 1.1248358748350926 0.58104764358843186 0.41829573968922695 3.0920830256423057 3.4974816677026177
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 15 10 26 -5 13 -2 12 -12 28 -11 16 -1 22 -19 21 -13 25 -4 -20 -16 -10 -6 -7 -3 -14
right_child=1 9 17 8 7 27 -8 -9 19 14 11 20 29 -15 24 -17 -18 18 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012538203472504584 7.3018016213821543e-05 -0.00056647476200057101 -0.00053597278615119775 -0.00020999241273866878 2.7186466723512516e-05 3.5958199116281931e-05 -0.00029453136311618524 0.00030846628276396618 0.00055848271720115015 -0.00029230815062303918 -0.0004314621832361942 -0.00019417087322441253 -0.00010996573063924379 -0.00028979131868951739 -0.00039849379980707287 0.00042154316387168079 0.00032380471456982743 -0.00041164352288216579 -0.0002644186855009514 0.00068764063310285388 5.2073771957950013e-06 1.4388253608071757e-05 -0.00025672379401726854 -3.9417380085317338e-05 -4.6014519000582406e-07 -7.2850650181574347e-05 -0.00034069667788248347 -0.00035628425113038152 0.00051117587215338467 0.00079387999554794003
leaf_count=4800 19115 21953 12020 2776 17612 5268 24807 9684 3163 34843 16174 14549 21087 26330 3204 10329 6069 7813 13736 2111 32873 3424 11721 15956 13317 802 2725 3093 288 289
internal_value=0 -0.150237 -0.0988679 -0.051227 -0.076547 0.17296 -0.119856 0.0951907 0.229923 -0.293008 -0.0837853 -0.12219 -0.224069 -0.394002 -0.213326 0.272591 0.127128 -0.255042 -0.185104 0.34741 -0.0499537 0.244356 -0.384926 -0.133732 -0.0630198 0.436823 -0.0169218 -0.0962003 -0.552179 -0.0960145
internal_count=361931 332372 232437 171191 158915 29559 128894 30021 12276 99935 104087 84972 37550 48571 51364 21198 10869 61246 37505 9500 47422 7389 23741 29692 16521 3965 20337 8361 22241 21376
shrinkage=0.000990472


Tree=389
num_leaves=31
num_cat=0
split_feature=67 21 1081 1423 1458 1076 1465 893 62 609 921 785 50 784 785 1457 1467 1459 791 726 513 854 797 64 388 516 21 363 821 872
split_gain=332.177 268.157 253.228 174.247 142.379 133.387 112.666 111.224 102.121 102.114 117.191 123.806 100.454 97.2287 92.1554 87.4656 81.237 75.9484 73.9226 99.969 86.7223 75.9351 88.8064 73.6385 73.2512 72.7013 69.2137 66.9024 65.6643 65.6315
threshold=1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 0.20667703603638712 1.0000000180025095e-35 -0.41120921193798426 1.6744786423712141 1.0000000180025095e-35 -0.93177752141597858 1.0525743831388839 -0.86283290253235112 0.55630078546380823 0.9594655836162902 -0.86283290253235112 1.5723103033889971 4.808695702623436 0.71505107648705846 1.0000000180025095e-35 1.0000000180025095e-35 1.0454229551509682 -0.87473648844905705 0.63961785378869596 3.1684913338167013 1.0000000180025095e-35 1.0000000180025095e-35 -0.32341995197817647 0.40045531908141091 -1.0305144854359449 0.85297537480346686
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 8 15 9 12 -2 11 -11 -4 -12 -8 16 23 -16 19 -13 -20 22 -21 27 -5 28 -23 29 -10 -3
right_child=7 2 5 24 -6 -7 14 -9 25 10 13 18 -14 -15 17 -17 -18 -19 20 21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027272531395180354 -0.00033594267941176534 -0.00041815602495257282 -0.00078390672597793577 -0.00035256272706442446 0.00024392718839750526 -0.00077089879380942195 0.00063211613052960942 -0.00055905437844338721 -0.0013413072253594823 0.00066913353112904811 0.00033689039798813416 0.00052349808027896626 -3.6814608643137196e-05 0.0012758788299913138 -0.00016603427662647798 0.0010381735310312451 0.0067289310990012131 0.000489766124075087 0.00014777906992236738 -0.00010806252362643259 0.0010752912442009085 0.00010796583803263934 0.0014217281262432597 -0.0016479557390599385 -0.00096018297791414741 0.00011964461499417074 -0.00034846636192488066 -0.00093144177883679484 -0.0002527970695710641 0.00028753971507447268
leaf_count=602 12371 21683 22925 23107 31469 39633 4762 8420 2597 8409 9597 5930 7055 3445 42935 1073 32 5271 16071 2317 2711 12130 1453 1755 9818 15588 29237 6243 9072 4220
internal_value=0 -0.107034 -0.11142 -0.0578015 -0.0217298 -0.205823 -0.067372 0.0318063 -0.13774 0.0481441 0.0705125 0.039905 -0.235587 0.244395 -0.00527153 -0.164328 -0.18472 -0.0360275 0.011476 -0.0286156 0.121988 -0.0623848 0.207456 -0.188653 -0.209203 -0.0438808 -0.08858 -0.167006 -0.18221 -0.12031
internal_count=361931 249840 249238 152368 119443 96870 87974 112091 57237 103671 91300 78258 29980 13042 52968 35006 33933 48206 69849 51067 18782 45137 3770 33901 32925 27257 41367 32146 11669 25903
shrinkage=0.0024556


Tree=390
num_leaves=31
num_cat=0
split_feature=785 728 548 1376 727 803 519 1469 752 1436 470 723 471 666 43 21 470 1430 188 889 547 588 791 577 1470 1367 1361 620 1100 382
split_gain=845.345 706.238 478.106 332.797 257.457 218.677 227.901 186.721 170.202 140.103 137.669 135.221 129.94 127.505 123.125 113.573 117.07 112.106 107.608 107.054 103.268 97.5703 90.4015 87.8686 87.3476 86.993 112.079 83.135 82.7049 80.1715
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 2.1420547332082829 -0.96833047545424733 -0.76455979573956789 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2575337098986954 1.0000000180025095e-35 -3.5382515652285238 1.0000000180025095e-35 0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35 1.4078093546699517 0.71188872395471614 1.0000000180025095e-35 -0.45277966036165179 0.5495017482490866 1.0000000180025095e-35 1.0000000180025095e-35 -0.43590413231259101 1.6293515030253838 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 19 6 7 24 -3 17 18 -8 -12 14 22 -4 -17 -5 -10 -1 25 29 27 -11 -2 26 -6 -9 -18 -13
right_child=1 8 15 9 20 -7 11 13 10 23 12 21 -14 -15 -16 16 28 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.0543899725291779e-05 0.00017420410165274166 -0.00035531550042757897 0.0009843953726067947 -0.00028787379491059916 -2.8894259860006338e-05 0.00024760508436026012 -0.00014562649803984473 -1.1135110042828949e-05 -0.00040999416863829588 -0.00018707547885963945 -0.0002156664754732804 0.00033283450585252188 -1.4255774955687116e-05 0.00018819400033025306 -0.00022613426554012476 -0.00031654519759791372 -0.00011683442919139561 -3.6808351527126795e-05 -0.00020507382311989956 -0.00020596220772479428 -0.00019460590469759685 0.00056551988061558881 3.2051814386053381e-05 -1.5881152178459923e-05 -2.437391383876455e-05 0.00038540607558092772 0.00034679373107653164 -0.00014699720335587606 -0.00035063020841488685 3.206991924664266e-06
leaf_count=7707 11084 33705 143 22072 3312 7108 2122 16569 14740 11688 20596 3364 12952 3837 13810 26656 22413 5549 17942 4844 1040 1730 18021 20810 8830 9109 3547 28238 5661 2732
internal_value=0 -0.162868 -0.103615 -0.0562961 0.185016 0.00318353 -0.0197473 -0.0502381 -0.325273 -0.186552 -0.264757 0.251689 -0.174417 -0.0950549 -0.114055 -0.291517 -0.298121 -0.30392 -0.375222 -0.0275433 0.341917 0.361266 -0.0779706 -0.0979043 0.118059 0.380762 0.217241 -0.126506 -0.207086 0.247513
internal_count=361931 332372 232437 177564 29559 117445 110337 100389 99935 60119 66230 9948 33548 80475 76638 54873 54730 27621 32682 12551 17008 7826 62828 32498 19914 15968 6859 44807 28074 6096
shrinkage=0.000758197


Tree=391
num_leaves=31
num_cat=0
split_feature=785 728 272 125 50 727 1022 470 852 194 1085 471 464 1368 789 519 723 1470 889 21 1445 1466 928 667 821 885 784 478 1469 119
split_gain=826.97 630.55 432.851 283.769 244.599 239.56 159.079 158.471 144.91 140.866 139.42 132.493 127.88 123.579 118.078 120.819 171.677 108.017 105.652 97.8459 92.9113 91.7062 91.4293 84.6631 83.012 80.0922 79.9752 77.7241 76.4208 72.9308
threshold=-0.86283290253235112 1.0000000180025095e-35 0.19433589423024392 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 0.47584960161614115 2.2763907064872897 -0.52992354128753727 1.0000000180025095e-35 -1.0305144854359449 6.7447596507476248 0.9594655836162902 1.3930357108364988 -1.3184646215665221 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 9 18 10 12 21 17 28 -9 -3 -8 15 20 -17 -2 -1 27 -5 23 26 -6 -13 -19 -10 -7 -4 -21
right_child=1 7 6 14 8 19 13 11 22 -11 -12 24 -14 -15 -16 16 -18 25 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.6881298464820497e-05 3.7410753094496993e-06 -0.00040847496030317127 0.00018175711208756059 0.00010202195361636318 -3.4987787323568749e-05 0.00016229884432080398 -0.00017554600732213259 -0.00022849517542750496 0.00010671389932098261 -7.0817751057792886e-05 -0.00017064129850983496 -0.00030724977353788625 -0.00023038813444582022 -3.2350244753632208e-06 -0.00011442311208607383 -0.00020264204748578107 0.00037864497733767349 -0.00028129650386298866 -0.00019138055654612272 0.00021005941377446715 -9.827781320531081e-05 0.00025305931954369514 3.7005745540315219e-06 -0.00016983918124669471 -1.807605090766192e-05 0.0012082988864272034 0.00042058515168799443 -0.00030285923357831239 -0.00039922168933743501 0.0004489262363829508
leaf_count=7707 3566 22241 497 19417 28289 6078 27382 34843 5906 20590 18840 3204 26330 13820 5878 1236 4859 25240 4844 5169 6323 1625 14130 15713 13317 65 2030 815 17031 4946
internal_value=0 -0.16498 -0.109098 -0.0501567 -0.102735 0.179568 -0.24561 -0.318846 -0.0273777 -0.220744 -0.359877 -0.238635 -0.419966 -0.159794 0.0934843 0.139724 0.377757 -0.328795 -0.0253339 0.331458 0.0801187 -0.0940666 0.102071 -0.112533 -0.0888351 -0.385764 0.267404 0.152554 -0.525422 0.455182
internal_count=361931 332372 232437 154867 117154 29559 77570 99935 67693 49461 36368 51364 48571 41202 37713 31835 6095 28871 12551 17008 25740 45627 22066 44002 16521 25305 7936 6893 17528 10115
shrinkage=0.000714466


Tree=392
num_leaves=31
num_cat=0
split_feature=785 728 1100 263 395 712 200 595 616 519 872 470 528 578 1466 714 727 464 112 689 727 804 497 376 927 126 1469 21 734 752
split_gain=932.322 647.194 477.541 408.311 416.556 254.263 243.087 180.62 166.734 161.968 149.595 148.444 133.333 133.257 127.863 127.44 123.766 118.173 117.092 113.766 112.315 107.354 104.032 93.0909 93.0492 90.5565 90.2696 90.1949 88.0139 87.5474
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.97734522064874174 1.0000000180025095e-35 0.57091520978742472 2.1420547332082829 0.85297537480346686 1.0000000180025095e-35 1.3633726830512116 -0.87905496296652397 0.67647628514450941 1.0000000180025095e-35 -0.682906484622256 1.0000000180025095e-35 1.0000000180025095e-35 -0.4288425582216272 1.0000000180025095e-35 1.3537602816678871 3.0589865121061197 1.2189113891555967 1.0483613175537825 1.0000000180025095e-35 -0.90538501098462476 1.0000000180025095e-35 3.0820683777490774 -1.0752335520519363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 12 -1 26 11 9 10 25 17 20 -7 18 24 -11 -3 28 -13 29 -12 -21 -18 -15 -8 -5 -17 -6 -2
right_child=1 7 -4 6 14 13 8 -9 -10 16 21 19 -14 15 -16 27 23 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030206803219512602 -0.00043284446276220534 -0.00045686108637001506 -0.0003182876637344147 2.3623124770662993e-05 -6.2224222659891629e-05 0.00050106625905799065 -7.713838684675193e-05 -0.00044404113537184898 -0.0001372520195898753 -0.00013510660841523818 0.00014019372139556266 -1.9127869860547211e-05 -2.6961520358490612e-05 -5.9119309695146638e-05 0.00013925597365899698 0.00010529428835552658 0.00027118629634684981 -0.00023796814556020131 -0.00027896891401035936 -0.00023944154720105241 -0.00039807355284224663 0.00058652623885321149 0.00047447033815846103 0.00075449005239676935 0.00045977201681768245 6.6796318479239429e-05 -0.00019393461298173315 0.00036248569909698344 0.00059091298095141013 -4.471912352614449e-05
leaf_count=3225 3565 17409 31093 7014 32151 3439 22541 20323 12981 1698 9711 11398 4669 7132 7554 6117 6727 20948 8810 29330 29456 1476 527 1067 943 23066 22269 8703 502 6087
internal_value=0 -0.170582 -0.114049 -0.0812016 -0.18889 0.193944 -0.00247169 -0.325895 0.0510511 0.0878532 0.0476988 -0.281861 -0.358321 0.25276 -0.0680117 0.198527 0.313142 -0.389779 -0.113729 -0.197166 -0.406635 0.243526 -0.26896 0.409194 0.00620265 -0.00257242 -0.165725 0.30762 -0.0606799 -0.196495
internal_count=361931 332372 232437 201344 92794 29559 108550 99935 79267 66286 56794 79612 43777 26334 49017 22895 9492 38357 41463 41255 39108 11187 29857 7794 8075 45607 29283 14820 32653 9652
shrinkage=0.000830871


Tree=393
num_leaves=31
num_cat=0
split_feature=1238 728 576 852 785 1020 659 391 928 896 1185 712 947 953 717 588 485 744 1459 899 50 56 685 51 791 727 1151 803 706 705
split_gain=339.999 289.862 214.53 174.316 147.736 145.408 127.039 121.34 111.666 132.151 102.777 100.82 98.8138 124.231 94.8642 106.336 88.5575 86.6916 79.8644 76.202 75.1491 74.1938 73.4198 67.8349 66.9788 66.2053 63.8105 63.574 63.4792 62.7712
threshold=1.6236383842237581 1.0000000180025095e-35 -0.64782611375555454 1.0747610123934368 -0.86283290253235112 1.0000000180025095e-35 0.62821384419828064 1.0000000180025095e-35 -0.52992354128753727 -0.28794826445342053 -1.3396236647144588 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 1.1857153933476321 1.3025484894158337 0.43577943106047246 0.52326998224532062 0.55630078546380823 1.0000000180025095e-35 0.58104764358843186 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 1.0000000180025095e-35 1.9682860324222273 1.378087883845567 0.61169912281206062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 11 18 8 23 9 29 28 -4 13 -2 16 22 -10 20 27 -5 21 -12 24 -1 -16 -21 -14 -3 -7 -6
right_child=12 5 3 19 6 10 -8 -9 14 -11 17 -13 26 -15 15 -17 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010285741070626722 -0.0014288213363019833 -0.00085015338891109449 -0.00061164513637496272 0.00027924083822756699 0.00030038117384088733 -0.00036656370901990413 -0.00038220944929532647 -0.00056239248705779339 0.0001017796377764636 -4.2539458682442458e-05 -0.00079021825450212128 0.00073457291994721125 -0.00072099136961977536 -0.00054073256958852461 -0.00032155616302237486 0.00052965361421255901 0.0011193811606411311 0.00019642039101853959 -0.00016166369927027966 -0.00011296396325806222 5.0427855681608797e-05 -0.00024930049474079015 -0.00096293875393455909 -0.00036474718384555099 0.00012965026035602776 0.001090666888444019 -0.00012143830803937717 0.00028880104449003724 0.0023890548716739204 0.00089143174926415336
leaf_count=20825 13382 29194 1671 12838 9628 406 21303 25949 15854 17139 15401 10511 9545 12929 31177 4355 2443 10261 8311 1351 10023 17410 4100 14328 11796 6254 13642 1478 548 7879
internal_value=0 -0.0382438 0.000715259 0.0391731 0.0118037 -0.147184 -0.00950109 -0.110173 0.0200659 0.114298 -0.0760872 0.227255 -0.25243 -0.368039 -0.0285476 -0.0740962 0.10097 -0.0899217 -0.260868 0.209688 -0.136891 -0.19303 -0.10486 -0.0318943 -0.0812167 0.364029 -0.149618 -0.320097 0.595108 0.235269
internal_count=361931 312433 219401 158299 137856 93032 125674 61102 104371 34646 54049 12182 49498 26311 69725 51428 18297 53095 38983 20443 42834 32811 47073 35153 42973 7605 23187 30672 954 17507
shrinkage=0.00244695


Tree=394
num_leaves=31
num_cat=0
split_feature=272 1168 800 516 789 815 728 1430 869 885 1430 21 888 332 1430 1436 921 1022 809 884 934 1458 143 644 744 1450 1092 1461 981 921
split_gain=329.36 276.114 253.534 196.334 150.018 151.227 160.799 127.908 127.63 116.626 103.861 102.489 104.556 99.9301 96.3176 118.118 85.4239 83.6551 81.0289 112.866 71.6066 70.4213 69.4116 68.9408 66.4858 65.4685 64.7208 62.7758 62.4514 62.3909
threshold=1.3643217266306855 0.56478982777245867 -0.57812715656594349 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 -1.3163276726681863 1.0000000180025095e-35 -0.57653763495970078 1.0000000180025095e-35 0.54622893720785959 -3.2545899522946695 1.0000000180025095e-35 0.65944866827063242 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.67527595557081987 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1037714186769987 -0.72319605263816955 -0.34929633066952553 1.0000000180025095e-35 1.3453874465886764 1.0127093791323547 1.5692664354072514 1.469577105443127 1.0525743831388839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 9 5 6 20 25 -7 -4 17 -2 18 23 15 -1 -9 27 19 -13 -5 22 -10 -11 -6 -8 -21 -3 -26 -16
right_child=11 10 3 4 24 8 7 16 21 13 -12 12 -14 -15 29 -17 -18 -19 -20 26 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00032386975340529438 0.0025693270038032825 -0.00086588831799064292 -0.00053712153997740155 0.0011879430595298473 -0.00070544088318423234 0.00074938570943656091 -0.00069927515246667065 -0.00025383184995874275 -0.00033052126718316959 -5.9311618933947299e-06 -1.7197227864315254e-05 -0.0011492074306964537 -0.0010522414850200465 0.00034407393820287848 0.00039334825245217799 0.0003637581446773203 0.00037086926017771587 -0.0001086619518859815 -0.00023522434482293046 -0.00049813718736602087 0.00013499339215472785 0.00069314733704295276 0.00018369360338172519 -0.00047040043641985544 -0.00025733557920049711 0.00047641455760927655 0.00065375054503900387 0.00016565721855062198 0.00097460379174328345 0.0010472660386906352
leaf_count=11253 208 24132 36571 2973 8899 9534 17971 14543 8307 15139 9534 13001 12206 7723 22153 13538 8729 6119 28693 13477 3712 4736 31854 20114 7453 1432 1321 1787 1008 3811
internal_value=0 -0.0301317 -0.00522127 -0.0406223 0.0107575 0.041355 -0.0503687 -0.102316 0.111286 -0.127475 -0.202365 -0.210109 -0.216708 -0.0543024 0.122157 0.0289849 -0.00355453 -0.267809 -0.177849 -0.277604 0.253136 0.0641821 0.0354845 -0.108227 -0.166606 -0.251035 -0.15542 -0.329603 -0.0397127 0.206701
internal_count=361931 293025 251453 200698 121151 103791 49360 42675 54431 79547 41572 68906 68698 42976 50755 24791 23272 32038 56492 27799 6685 44897 40161 35253 17360 19403 14798 25919 8461 25964
shrinkage=0.00238785


Tree=395
num_leaves=31
num_cat=0
split_feature=1431 1469 961 1012 269 1470 263 56 405 119 962 1470 417 1452 785 1470 873 789 710 846 1469 21 1467 1299 62 407 1376 1465 694 264
split_gain=323.916 210.737 219.227 197.694 139.185 138.61 121.231 112.314 109.547 108.773 94.6594 92.9949 88.5557 84.5828 82.2521 81.6882 79.3775 73.9145 73.3446 71.7586 69.0575 84.4935 69.5453 69.7023 67.8296 67.3017 66.2051 66.1167 61.4577 61.0825
threshold=1.0000000180025095e-35 -0.48837130887337593 1.0000000180025095e-35 1.0000000180025095e-35 -1.2832447556410924 0.068550307298219079 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6648469626718658 -1.1417127449306028 0.047625536362811742 0.38614139544283571 -0.86283290253235112 -0.32567218528445913 1.3467136707454657 1.1248358748350926 2.1867371514511169 -0.35975990809977476 -1.1729032349805202 -3.9164670491403295 4.0242090356330973 3.4579656958340674 -0.67845511463764618 -0.68422620775809573 1.354333996577145 0.14486519861544186 1.2068919961524249 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 -3 16 8 9 11 15 24 -2 -7 -4 -9 -6 20 29 -14 -16 -1 -22 23 -23 -5 -13 -27 -15 -20 -8
right_child=3 2 13 10 7 12 17 14 -10 -11 -12 25 18 27 19 -17 -18 -19 28 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00055645969467734574 0.0002681102819994654 -0.00038689798008234138 -0.00032125053313081134 -0.00061951070773081556 -0.00015067747840940185 -0.00015171259592905624 -4.0108592809310541e-05 0.00058614965886045545 -0.00069385171186907497 4.0225363386036616e-05 -0.00087830287533577735 -0.00043398331675548635 0.00011640563922067004 -0.0010945403178837831 0.00025625684596299774 -0.00071189104312466387 0.00076346923935508232 -0.00054356922223943458 0.0023850403356985403 -5.3662833908270544e-05 0.002549417509136437 0.00010771196027803078 0.0010517828740220932 -0.0015883386115211507 -0.00026011610479214416 -5.5532899150208651e-05 -0.00051585871137002572 -8.9871285712401092e-05 0.00054162105377334932 0.00042880066804767828
leaf_count=6792 6292 17935 21157 16090 11042 29109 7868 5157 9004 20784 11386 20332 21485 5527 18186 8499 4173 2202 301 22947 159 25399 1020 340 23400 28471 6747 1392 969 7766
internal_value=0 -0.0068692 -0.0627259 -0.142621 -0.0201972 0.0704816 -0.0826827 0.0114501 -0.127146 -0.0761932 -0.262649 -0.0964137 -0.00209217 -0.244727 0.0764899 -0.208153 0.163864 0.0660878 0.0929688 0.046725 0.128925 0.0789205 0.0684335 0.0458532 -0.215222 -0.126815 -0.0724537 -0.473577 0.566635 0.114292
internal_count=361931 222373 132626 139558 104550 89747 88682 86615 70846 40325 50876 61842 51864 28076 46290 19541 37883 17836 22755 41133 33710 26918 26759 25739 39490 55550 35218 6919 1270 15634
shrinkage=0.00182703


Tree=396
num_leaves=31
num_cat=0
split_feature=43 869 545 50 332 1154 789 1240 50 402 667 1367 795 858 1462 957 120 1469 934 892 954 1449 1023 928 602 1464 497 728 728 902
split_gain=315.105 260.856 160.575 138.831 193.793 142.928 125.939 120.832 112.192 104.55 97.3861 93.0737 83.9585 79.2793 73.8422 74.5539 73.4908 70.3532 67.6019 66.6038 65.7713 64.8003 64.3763 63.5823 62.9331 62.745 62.3852 63.9206 59.7222 57.6985
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3445792648519526 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.29258408639884992 1.0825608069246189 4.0723155983858552 1.0000000180025095e-35 1.0000000180025095e-35 -1.3263328046252252 -0.79760710274795632 1.0000000180025095e-35 2.9053803668447165 0.71251893840138358 7.4366709976304533 -0.52992354128753727 0.66849908449309148 1.4925201905101055 1.461728259125324 -0.49008176997875957 1.0000000180025095e-35 3.4436453420943347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 4 5 11 13 10 17 -6 28 22 19 23 15 29 -12 -2 -7 -11 24 -13 -4 -5 -14 -1 27 -9 -3 -10
right_child=8 7 3 6 9 18 -8 26 14 12 16 21 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00034089638710164114 0.00096919922632761986 -0.00010161490629040029 -0.00074040280241576949 0.00077472535380487698 -6.9033965102861751e-05 -0.00039852846828490206 -0.00032809742831387462 0.00042212943736958931 -0.00019814380588011225 0.00061055202065681425 -0.00038640251105817358 -0.00031254137000271261 0.00025555364924828209 -3.7366685919816633e-05 0.0019900087520640895 -0.00081354654418346062 -0.00089125422617683341 -0.00065670481276973263 0.0001556513301331775 -0.00012145751529576686 -0.00080244597605966467 0.00051693374539435433 0.0037525831603092029 0.00034994180144887172 -0.00045471333135652732 0.00044561484669195 0.00067349529861884967 -0.00018137991223603759 -0.00051677467072635608 0.0019318021731676142
leaf_count=30114 521 26260 16193 9470 23669 5947 4788 4011 33639 15165 17270 12088 19910 5966 269 5552 12801 34567 20714 2727 1186 2163 48 17564 2419 2347 2185 20086 12063 229
internal_value=0 -0.0228715 0.0199105 0.0444071 0.00876451 -0.0896027 0.148792 -0.120706 -0.189988 0.0795888 -0.173943 -0.202623 0.137152 0.192366 -0.112629 -0.121437 -0.277325 -0.295257 0.0190028 0.240163 0.0609238 -0.0834195 -0.339458 0.237789 0.0851819 -0.13126 -0.00100798 -0.0343852 -0.102168 -0.0855954
internal_count=361931 287154 192478 160017 122229 57153 37788 94676 74777 65076 68394 30492 41407 33000 39689 39420 30071 35088 26661 17892 23515 14251 16241 27034 22329 32461 26282 24097 38323 33868
shrinkage=0.00211001


Tree=397
num_leaves=31
num_cat=0
split_feature=198 253 1458 729 1022 1361 1445 659 395 813 859 797 1469 481 332 915 595 843 785 1465 915 954 651 1071 1218 21 272 959 1436 773
split_gain=309.388 264.627 172.633 155.81 138.717 160.462 123.849 116.244 96.6492 93.928 91.1992 109.249 83.9868 83.3932 80.0495 79.8169 77.1453 71.7177 72.8572 62.4054 62.3589 62.0839 61.7269 65.8712 61.5853 59.5196 58.1602 57.3497 60.8701 55.2235
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.8460070869938618 0.75637635299260908 1.0000000180025095e-35 1.0000000180025095e-35 1.6380901172106308 0.62821384419828064 1.0000000180025095e-35 0.44561103650162237 -0.54135187694831066 0.63961785378869596 -1.2987941639197651 1.0000000180025095e-35 1.0000000180025095e-35 -0.61310979980899594 1.0000000180025095e-35 1.7594804287203607 -0.86283290253235112 -0.19343653664292135 -0.17803710419485369 6.099786963134739 1.1107569744011787 0.69084194168817237 1.0000000180025095e-35 1.189441983669046 1.0000000180025095e-35 -1.2907225086880219 1.0000000180025095e-35 0.98820408006249583
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 12 7 10 14 19 24 17 15 16 -2 -3 29 18 -12 -5 -7 -9 26 -24 -1 -16 -20 -14 -29 -6
right_child=8 4 -4 9 13 20 -8 21 -10 -11 11 -13 27 -15 25 -17 -18 -19 22 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00027852455842764965 -0.0013900024385551809 0.003035109593627404 0.00072950293596291853 -0.00062875968840125137 -2.2315113908213014e-05 -6.5495706877352356e-05 -0.00043197349134446597 -0.0002305679203431888 -0.00035143459231342441 8.5280287485836484e-05 0.00073355785770965972 -0.00039646007521177258 -0.0018791178519704578 0.00023971589692194144 -0.00075740395127265811 -0.00048452784549850384 -0.00072631652363754301 0.00081310533849976105 0.00029096954565250259 -0.00016673994300874217 -0.00060821920937789253 0.002637399508564669 -0.00013848454148952005 -0.0014855292453357649 0.00075196815761245477 0.00053265958044044581 -0.00017883731362856433 -0.0011669136204641819 -0.00032663890109349661 -0.00059725946557185109
leaf_count=20372 10878 270 9270 22922 27660 17785 13952 21772 24945 17220 5442 10373 4978 13450 11375 574 10472 4696 26413 19427 12102 175 5056 1241 11702 1105 12022 13357 4232 6693
internal_value=0 -0.0273882 0.0165072 0.00198803 -0.117256 -0.207637 0.0392386 0.0587393 -0.226181 -0.0959273 0.0889317 0.0437199 -0.374927 -0.0475353 -0.345831 0.258676 -0.0955879 0.0802954 0.0562346 -0.157921 -0.107581 -0.0774996 0.0284804 -0.155539 0.176128 -0.234899 0.0608605 -0.411873 -0.35734 -0.0501203
internal_count=361931 313628 202055 192785 111573 53298 133216 119264 48303 59569 97317 65243 23411 58275 23358 844 44825 54870 50174 42349 29887 21947 44732 6297 32074 12480 38435 22567 17589 34353
shrinkage=0.00260235


Tree=398
num_leaves=31
num_cat=0
split_feature=1371 1431 652 677 533 789 960 1152 959 1016 519 877 864 401 1466 50 1012 1463 683 56 664 1375 46 859 823 878 596 927 513 1323
split_gain=295.048 271.494 221.253 168.207 280.696 143.245 105.482 99.3319 88.1573 88.0988 87.1099 83.9493 80.5941 90.1431 79.2013 73.8394 71.8031 71.5074 68.2444 66.1099 65.5831 64.7577 63.1152 61.0466 60.2286 60.1864 58.2742 57.9924 57.8041 57.2196
threshold=1.0000000180025095e-35 1.0099929608726099 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.64257916016084482 1.0000000180025095e-35 -1.2907225086880219 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.72275257928592751 0.66778437295061321 0.45502499280034486 1.0000000180025095e-35 1.0000000180025095e-35 1.4506528527885358 -1.07329023030195 1.0000000180025095e-35 1.0000000180025095e-35 0.59806352348768188 1.0000000180025095e-35 -0.54135187694831066 1.4558345360236993 0.66426471340353599 0.85969605735913768 1.0483613175537825 1.0454229551509682 2.9187729016580457
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 11 7 10 12 -8 18 15 26 13 -5 21 19 -3 20 -2 -1 29 22 -6 -10 27 -7 -4 28 -15 -11
right_child=9 16 3 5 14 25 8 -9 23 17 -12 -13 -14 24 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00062669654991597793 -0.0013544315691344875 -0.00028942088978235438 -0.00060006089806799098 0.00014107349772821227 0.00010222111823178299 -0.00018617203275453218 -8.4842720623479141e-05 -0.00017578902322262961 0.00072570970829350322 -0.00029162493181684904 0.00080253747385760179 -0.0010182547769815313 -0.00014734317566893247 0.00056902402220779832 0.00037584132438467816 0.00015911778454466075 -0.00073058682809870959 0.00061382822334264339 -0.00060784902454955004 -1.8669268283706266e-05 -0.00097500753794364878 -0.00067448601801838775 -0.00038127726946464294 0.00031469982074642399 -0.00041364035007506454 -0.00082920612841993178 0.00012131193264805574 -0.00010288239821533714 0.0012557212012067177 0.0020876671684853282
leaf_count=9509 6558 31239 18265 31963 19403 10291 9969 22118 12363 18009 2695 15610 12076 8792 8766 19012 17328 1969 16605 9722 4953 5709 10728 22241 1417 5248 3741 1881 3528 223
internal_value=0 -0.0252852 0.000100914 -0.0439666 -0.12301 0.0116146 0.0871686 0.0458326 0.156624 -0.218255 0.00879643 -0.28889 0.0888491 0.12656 -0.0159607 -0.0195865 -0.185359 -0.130801 -0.330316 -0.119319 -0.166623 -0.0622887 -0.0250952 0.201041 0.24847 -0.174607 -0.198603 0.284291 0.332838 -0.110763
internal_count=361931 313614 265047 179536 82222 97314 85511 81775 44573 48317 40938 37616 59657 47581 44606 38243 48567 25154 23163 19231 23185 35840 30131 34604 15618 15539 22006 14201 12320 18232
shrinkage=0.00232023


Tree=399
num_leaves=31
num_cat=0
split_feature=51 1423 785 728 1011 1022 1154 728 872 667 938 570 21 869 1464 821 727 21 1450 791 617 21 578 1171 1436 784 471 1469 917 796
split_gain=292.021 264.986 187.042 190.823 149.96 140.292 185.299 104.199 97.1495 91.0097 76.9915 76.6571 79.847 77.4669 75.961 75.45 98.552 73.7943 71.5182 71.0341 89.4373 78.2029 70.7058 66.9745 63.6281 63.5846 62.1974 60.8097 59.5399 59.2967
threshold=1.0111847875080273 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.3326183996331451 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.57633625342910477 0.091819972623059215 -1.0798509198017876 -0.57653763495970078 1.0000000180025095e-35 -1.0305144854359449 1.0000000180025095e-35 -3.9164670491403295 0.88343564287383192 1.0000000180025095e-35 1.6614250791469047 -0.70163543588998201 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 2.2944869526193208 -0.51590994957883562 -0.27967485382655205 1.5191488867762273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 15 -1 -6 23 -7 12 -5 29 17 -4 27 -3 24 21 -21 -12 -9 -2 -18 -8 -10 -17 -19 -14
right_child=9 14 3 11 8 10 25 22 26 -11 19 -13 13 -15 -16 16 18 28 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00057927112910380438 -0.00051313987010754311 0.0035408248049471434 -0.0013059148998035381 0.00067315973489856995 6.1148714529204662e-05 0.0004722774964730814 -5.3389049481014785e-05 0.0013788946029509128 0.00089237434854360005 -0.00085082408876446195 0.00035834388457609581 -0.00063839605098430505 4.9380482832299958e-05 -0.00036775370014278881 -0.00014109735789732074 0.00088578186367722044 -0.00097590520721007397 -0.00034008259133662785 0.00030810423161792543 0.00046903657071353816 -0.00061566653937385272 -0.00016172922472107852 0.00047357359685607181 2.4689514253116358e-05 -0.00016356113869557865 0.00054087395835149894 -0.0014253184009641055 -0.00035716254297195332 -0.0007983318643757293 0.0014318161540404352
leaf_count=2333 25027 90 5772 3493 7491 14465 27557 2553 9395 20265 10280 18062 7242 36049 23298 2214 13548 18687 2148 15459 2855 33684 16396 9692 3835 5723 305 2659 20361 993
internal_value=0 -0.0212926 0.00859252 -0.0107805 0.0257625 0.00187324 -0.0779119 0.188694 0.199385 -0.202943 0.0571993 -0.118668 -0.0720921 -0.0979958 -0.15681 -0.220311 -0.173049 -0.220506 -0.249675 0.0256466 0.132199 -0.0184958 0.236536 -0.136743 -0.302659 0.0220763 0.326228 0.104595 -0.226776 0.0938865
internal_count=361931 306947 244511 223229 157390 140199 63456 21282 17191 54984 76743 65839 47777 44284 62436 30176 24404 39138 19531 62278 18314 43964 18949 34719 17383 33280 9700 4873 39048 8235
shrinkage=0.00252265


Tree=400
num_leaves=31
num_cat=0
split_feature=785 728 576 1100 784 519 727 1458 921 391 595 529 720 588 1447 706 1091 1430 1309 21 21 730 934 51 1449 564 927 724 497 612
split_gain=529.788 444.853 334.05 222.579 198.118 190.844 190.452 156.931 143.761 142.288 142.113 121.297 118.802 102.201 97.936 95.6026 90.4367 131.45 85.7431 82.3179 80.3359 78.9054 84.2285 78.0896 75.9625 75.0486 73.8788 73.7814 72.4301 71.6759
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.64782611375555454 1.6293515030253838 0.9594655836162902 2.1420547332082829 1.0000000180025095e-35 0.20667703603638712 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 1.2420411362750934 0.62672487627420737 1.0000000180025095e-35 1.0000000180025095e-35 0.81883784246325297 -3.9164670491403295 1.0000000180025095e-35 -0.33215574005720661 1.0000000180025095e-35 1.0000000180025095e-35 1.4497954797158366 1.9546110090380651 1.0483613175537825 1.0000000180025095e-35 1.3623962782185581 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 9 4 5 7 15 14 21 23 11 18 -7 -14 16 -1 17 -4 19 -3 -8 28 -23 -2 -13 26 -17 -10 -6 -21
right_child=1 10 3 -5 8 12 20 -9 27 -11 -12 24 13 -15 -16 25 -18 -19 -20 29 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00022432436936315278 -4.2499860284596037e-05 0.0012995187483702706 -0.00039238968376693363 -0.00025188261080719631 -4.0305376957600959e-05 -0.00023934619734440995 0.00012810871638994174 5.5157789932432929e-05 -9.1314517616289769e-05 -0.0003194220219785476 -0.00043536092734165456 -0.00036453804819843735 0.0001814790608785012 0.00066577009442280854 6.2866167590678332e-05 -3.9507338944666374e-05 -7.8559399461585437e-05 -0.00011217098390490752 5.0320765551998719e-05 -0.00016238503000937305 0.00039893823109204366 0.00046558774418700905 -1.7418266362470083e-05 -0.0002361758289594561 8.449565937672043e-05 0.00060609306829717351 0.00058651695728545417 0.00051371203724291507 0.0003703809950067806 -0.00044309885494986173
leaf_count=5567 21751 113 14704 20144 15038 1729 6893 30287 897 29845 20323 26824 5239 1994 9944 5356 36868 16343 7323 37708 10115 3368 2361 15842 1950 906 722 4428 1655 5694
internal_value=0 -0.122033 -0.0748916 -0.0269292 -0.00205488 -0.039807 0.157229 -0.0656673 0.148543 -0.207438 -0.254479 -0.21509 0.225061 0.326832 -0.116197 -0.0262635 -0.14635 -0.235861 -0.152667 -0.193156 0.295449 0.0754378 0.278611 -0.12308 -0.340201 0.118811 0.0398796 0.430093 0.00539639 -0.199383
internal_count=361931 332372 232437 164999 144855 117108 29559 108146 27747 67438 99935 79612 8962 7233 77859 12551 67915 31047 50838 43515 17008 22422 5729 37593 28774 6984 6078 5325 16693 43402
shrinkage=0.000973116


Tree=401
num_leaves=31
num_cat=0
split_feature=612 733 56 188 785 652 1470 540 21 62 319 1469 131 1091 395 497 1430 1436 45 1089 1426 902 1450 1149 566 1223 1466 1051 21 713
split_gain=282.906 239.999 202.625 304.779 132.817 129.475 107.728 106.895 91.1026 90.2812 88.0098 87.181 84.5465 84.0496 83.3214 82.3539 74.6499 91.8061 74.4008 71.5354 70.2139 68.0073 67.147 65.159 72.3434 65.0929 64.392 64.0925 63.863 63.8138
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.98896428961744431 -1.2126727935954851 0.99026637822014563 -0.70163543588998201 -0.67845511463764618 2.3683501136148597 -0.98013275004230149 -1.2826351221583661 0.69009342306031496 1.0000000180025095e-35 2.5623266075722904 1.0000000180025095e-35 1.0000000180025095e-35 -0.4851739300165801 0.44837531086292992 1.0000000180025095e-35 3.2986939041005705 -0.44975414142939646 2.1900270400044222 2.2401583428922476 1.0000000180025095e-35 0.59254817745699628 3.3097721730075098 1.189441983669046 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 -1 8 20 -10 15 -5 -8 18 28 19 17 -13 -14 -3 -7 27 -9 24 -11 -22 -18 -21 -2 -20
right_child=14 10 4 11 5 7 12 22 9 23 -12 16 13 -15 -16 -17 26 -19 29 21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.000170440812586796 -0.0009095372556152027 -0.00044113192600195864 0.00059847354807156749 0.00042779845709017101 0.00046078445961760884 0.00042706086244785645 -0.0012844625361438308 -5.432726045163972e-06 -0.00040623925220594252 -0.00011215473807056067 -0.00087766077410628173 -0.00072149841346039873 -0.00093984118820547851 3.3012666762135211e-05 -0.00031334222758417691 0.00088266368854953445 1.7502871878246501e-06 1.1655447101858496e-05 0.00038168284983262056 -4.2920905057184263e-05 -0.00055783735671665518 0.0038876336943697489 0.00056011715832584013 0.00080416671383272507 0.00074682928884315975 0.00022560314507907492 0.00058981119000493429 0.0047306783684232315 8.4612832332068118e-05 -0.00053842241229782239
leaf_count=5327 20126 39961 12212 11137 16655 14085 7376 7322 23283 40684 9672 8952 15456 5794 23400 1260 27164 9746 2464 10972 5458 87 10586 1864 2100 6266 4960 66 1968 15528
internal_value=0 -0.0241715 0.0025641 -0.0697181 0.0523868 0.0327895 -0.213839 0.00683678 -0.0232763 -0.0620189 -0.156982 0.0223968 -0.255812 -0.218902 -0.22287 -0.121379 -0.0163854 -0.130322 -0.270907 -0.138335 0.0863045 0.0127847 0.142146 -0.0110203 -0.0278935 -0.0438043 0.0416975 -0.00475723 -0.339795 -0.170677
internal_count=361931 316437 254419 113904 140515 128303 51945 111648 93740 67931 62018 61959 46618 39242 45494 52346 50822 18698 33448 51086 25809 11125 17908 44648 42784 11724 32124 11038 22094 17992
shrinkage=0.002339


Tree=402
num_leaves=31
num_cat=0
split_feature=134 616 1307 859 789 1458 843 785 713 519 401 923 734 712 1430 926 464 819 588 834 507 570 1436 713 705 1111 21 416 1248 1392
split_gain=274.657 242.028 227.813 197.385 156.114 139.862 133.662 131.322 152.966 159.382 128.191 115.379 106.026 105.613 90.2662 87.7323 84.667 76.8681 76.8172 70.3211 70.2151 69.8947 69.5011 67.1586 64.4979 64.4521 63.0336 62.5545 62.4407 61.3057
threshold=1.6445699455742113 0.57091520978742472 1.6294210021612947 -0.54135187694831066 1.1248358748350926 1.8460070869938618 1.5135117746514848 -0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 0.66778437295061321 -0.86449023226567734 1.968508212070009 1.0000000180025095e-35 0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 1.8244089606515439 0.65809631222906606 -0.11050261372219736 1.0000000180025095e-35 1.0000000180025095e-35 0.67165941385979033 -0.32320379091292611 -3.9164670491403295 0.03487355719212494 1.7159475209294588 3.1172922039692916
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 7 13 20 15 12 -8 16 -5 25 21 22 23 -11 24 -9 -10 -1 27 -18 29 -27 -2 -22 -3
right_child=17 14 -4 5 -6 -7 11 8 9 18 -12 -13 -14 -15 -16 -17 19 -19 -20 -21 28 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00035562144440339102 -0.00044180178289015767 -0.00035309617536004697 -0.00050743072717665105 -0.00023458157343964731 -0.00040166584434752473 0.00060387784933344489 0.001424343429123925 5.3679163931868499e-05 -0.00010919219062054834 0.00013750272706752152 0.00081943988983516805 0.00016058126184453995 0.00098498899039238248 0.00073600684460017158 -2.2126062407547701e-05 -0.00060172445296167477 0.00028072942044691314 -0.0011538929991031773 0.0014079640879734081 -0.00057192493985474538 0.00067085905787892246 -0.00050570931026812393 0.00020265496059579722 -0.00058504642872257641 0.00087534970562771065 0.0033150900811316137 -0.00084509341425242847 0.0005948878948174428 0.0033075949290698931 0.0034275382296797422
leaf_count=13383 4928 15824 29202 4713 8444 7819 2071 16007 37358 5169 11623 17227 4363 7507 11743 36264 16146 8589 1448 2018 3270 20896 13893 31151 6412 75 20638 3400 249 101
internal_value=0 -0.0223211 0.00135093 0.0207243 0.105989 -0.0227649 -0.0379666 -0.0634109 -0.0864838 -0.121667 0.138822 0.119732 0.0953687 0.13502 -0.173877 -0.14732 0.0674336 -0.218418 0.170402 0.150411 0.0827196 -0.0975031 -0.0189022 -0.177781 0.181442 -0.233851 -0.322857 0.00799758 0.340658 -0.12554
internal_count=361931 313863 265482 236280 76282 159998 152179 132881 120661 101135 67838 19298 56215 12220 48381 94518 51852 48068 6617 24576 19526 58254 27276 39479 22558 36638 20713 8328 3519 15925
shrinkage=0.00253485


Tree=403
num_leaves=31
num_cat=0
split_feature=785 728 1307 784 746 1016 921 728 795 519 595 578 529 1160 727 717 1292 1367 540 67 548 588 1469 638 730 859 895 816 888 21
split_gain=737.092 619.678 402.092 332.688 318.344 297.764 263.911 235.113 207.967 179.986 153.796 137.847 132.141 129.217 121.614 119.899 114.345 147.029 108.759 103.247 103.04 101.95 98.7128 97.0093 93.0293 91.318 86.8006 83.5315 82.7592 82.0147
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6294210021612947 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.49008176997875957 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 0.47434941765559457 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 0.2639097113453524 1.6327850790471963 0.71188872395471614 -1.2673214316849539 -1.9689564536147179 -0.33215574005720661 -0.54135187694831066 0.27654892694072097 6.0906794990390116 1.0000000180025095e-35 0.2439032738895319
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 13 24 -1 9 20 12 -9 23 22 -8 -11 17 -13 -10 -7 25 -17 -2 -3 26 -6 -5 -24 -25 -18
right_child=1 10 -4 6 8 19 14 11 18 15 -12 16 -14 -15 -16 21 29 -19 -20 -21 -22 -23 27 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030773040944308456 4.5134016645129399e-05 0.00077173248723307812 -0.00030747928954954671 -0.00010453623181118146 0.00014008935529785774 -0.00013668145848460295 -0.00014157860202778868 0.00054787493490552404 -0.00022126931291024701 -0.00014520070411268778 -0.0004502292489232497 -0.00019094914744742562 -0.00035131376664667883 -0.00013436164137610888 0.00050361443241384236 0.0002504118238139536 0.00014506753652798681 0.00021777454803385054 8.7774591305032407e-05 9.495493015422804e-05 -0.00021364236279547812 0.00075002770099543998 -0.00046875893698053553 -0.00015571805668512296 0.00019853520369331103 -3.0441901828563492e-05 0.00015349384753055427 0.00087862582527175259 -0.00041734322907665367 0.0004480978808309628
leaf_count=3396 1517 317 30918 17202 14180 31432 1153 3407 21185 1880 20323 4994 28774 8625 5821 5306 5588 6514 4254 7945 8429 1511 24277 44278 7785 33331 5552 134 6243 5660
internal_value=0 -0.144483 -0.0888781 -0.0585144 -0.0998526 -0.209303 0.111145 0.182032 -0.0235963 0.0357721 -0.29826 0.241191 -0.257529 -0.372393 0.445568 0.289472 0.185469 0.0472122 -0.179424 -0.0927318 -0.00781058 0.401385 -0.460426 -0.192901 0.0262308 0.0248912 -0.0392096 -0.501682 -0.201698 0.324619
internal_count=361931 332372 232437 201519 164006 73930 37513 29559 90076 64637 99935 26163 79612 34553 6974 8697 22756 11508 25439 39377 55940 6817 25928 50838 30539 47511 22754 24411 50521 11248
shrinkage=0.000910557


Tree=404
num_leaves=31
num_cat=0
split_feature=1362 50 56 62 644 789 1436 1361 1469 1150 395 119 1012 409 728 519 848 1470 799 1459 1081 1469 567 561 846 62 21 484 1450 885
split_gain=270.394 235.807 300.024 156.009 143.947 128.474 96.6829 159.562 97.9376 91.6446 91.1241 89.5027 88.0498 86.5547 81.4407 80.916 77.2964 76.47 73.8787 80.3739 71.2381 63.9835 62.8523 61.2161 61.213 59.6297 57.7198 55.6929 54.7102 53.9331
threshold=1.0087403405179345 0.55630078546380823 1.0000000180025095e-35 -0.67845511463764618 -0.34929633066952553 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 1.0000000180025095e-35 0.66415532897360485 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 2.1420547332082829 -0.014926871543044078 -1.3664195657027294 -0.58454210970522613 0.73871680408646412 1.0000000180025095e-35 1.0000000180025095e-35 0.94407890455086085 0.3443152153175571 -0.52500276862183093 -0.97978507835213413 -2.7818205974049124 0.40243943359777712 -0.59149681175405766 6.7447596507476248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 13 15 7 8 -5 -4 17 14 -2 23 -6 16 21 -8 -19 24 -13 -3 -9 -1 -20 -16 -11 -26 -21 -27
right_child=12 5 3 6 11 -7 10 22 -10 26 -12 20 -14 -15 25 -17 -18 18 19 28 -22 -23 -24 -25 27 29 -28 -29 -30 -31
leaf_value=0.00010377296983081385 -0.00037300043579549324 0.00061644166583660006 -6.9356547520352967e-05 0.00077319973889210919 -0.00023688940003066655 -0.00042325473257635664 -0.0017421950983358794 0.00010873002059432792 -0.00067987272582085317 0.0031810692245217475 -0.00061747276689936203 -0.0001039027922962942 -0.00094287516112744345 -0.00074994178102926823 -0.0019273905256334909 0.0010951028656432703 -2.4919033427631594e-05 0.00085093773358623154 0.00055596930044622456 -8.7841430255174728e-06 -0.00084553728853911821 0.00013015535745140313 0.00095925385886640386 -0.00046388033479684456 0.00014178709663025866 -0.00099004547500959822 -0.00073010513681718203 -0.00057262428338616706 0.0011385876773141669 0.0040829433569454354
leaf_count=26630 35566 22344 23239 1602 6405 9083 536 15050 16156 111 3408 13299 19749 10121 5832 3922 21152 9473 9555 1766 8921 15681 3438 11228 19256 22053 16583 4858 4854 60
internal_value=0 -0.0191547 -0.0546826 0.00901583 -0.152003 0.0824574 0.0538408 -0.0316816 -0.182581 -0.109966 0.107048 -0.237489 -0.195105 -0.0640539 -0.32614 0.115228 0.0950764 0.128472 0.136851 0.0995825 -0.133501 0.149012 0.0980783 -0.0182724 0.0580904 -0.390187 -0.243851 0.00371081 0.295426 -0.34048
internal_count=361931 306616 234434 129885 104549 72182 89952 36246 17758 39933 53706 56570 55315 47979 34350 63099 59177 50298 49762 40289 22220 38025 18488 37858 33669 27945 16694 24114 6620 22113
shrinkage=0.00283645


Tree=405
num_leaves=31
num_cat=0
split_feature=785 728 871 341 125 727 1430 1160 1469 595 652 1309 21 746 1221 710 789 253 547 1367 1361 578 50 125 858 746 927 1287 740 578
split_gain=787.251 584.087 460.566 337.013 253.77 229.235 202.815 221.423 193.536 164.575 133.017 131.931 129.745 120.098 114.965 113.476 112.158 95.4474 91.212 93.7635 108.057 90.9354 90.7718 100.636 90.3909 117.858 88.7764 86.3778 85.306 84.7928
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3462168560862613 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2673214316849539 1.0000000180025095e-35 -0.98896428961744431 0.29878677988246938 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 0.44168008893566513 1.1248358748350926 1.0000000180025095e-35 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.0825608069246189 0.66766320980544069 1.0483613175537825 1.1763035833334732 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 15 7 8 -2 11 -8 12 -3 28 29 21 24 -4 19 20 -7 -1 23 -5 25 -6 -23 -10 -14 -12
right_child=1 9 17 22 16 18 10 -9 27 -11 14 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00038976751726738909 0.00018047121714390784 0.00080606408450760415 -0.00015812955586516685 -0.00043404549758032653 5.8474416969051358e-05 -3.6748354233594641e-05 0.00016804941560150908 -3.1564210647321124e-05 -0.00031590604241558208 -0.00035634002962651112 5.2717390198102172e-05 -5.5101693732793826e-05 -0.00040652705464693119 -0.00016129952795812386 -0.00013653058667237395 -0.00025211474297165762 -9.2180825115816209e-05 -0.00030560703542029024 -0.00016423443097248692 0.00035409962794607575 0.00030787960397790561 -4.8218461110548214e-05 -0.000110660098074365 -0.00017247170310597128 -8.1233799991959545e-05 0.00023692476160794735 0.00038937013786046506 -5.4717284305481912e-05 -0.00022721430238316408 -9.1390109235894301e-05
leaf_count=1250 2002 199 27996 8070 14993 3312 7996 25784 20936 20323 29666 13914 14425 34363 13940 3309 5860 18313 1040 9109 3547 7072 16901 8819 3849 12361 920 3206 16711 11745
internal_value=0 -0.153731 -0.0999324 -0.0571291 -0.0198157 0.18267 -0.069718 -0.170769 -0.323434 -0.302599 0.00371882 -0.260468 -0.305612 -0.312599 -0.0321739 -0.0176085 0.11635 -0.300791 0.331507 0.368167 0.198022 0.0844195 -0.261657 -0.388507 0.161718 0.200328 0.00720733 -0.38769 -0.42411 0.0198326
internal_count=361931 332372 232437 186128 152338 29559 115275 51928 26144 99935 63347 79612 65698 65499 55351 12551 37063 46309 17008 15968 6859 9242 33790 16889 31203 27354 7992 24142 31136 41411
shrinkage=0.000706502


Tree=406
num_leaves=31
num_cat=0
split_feature=785 728 871 125 50 727 595 56 1357 1470 612 519 723 21 706 56 188 1465 62 253 471 126 72 556 933 21 1429 651 720 945
split_gain=832.141 564.7 402.995 331.729 283.069 241.86 165.488 162.155 145.812 130.476 124.773 118.281 190.38 116.914 116.094 112.984 116.914 100.555 94.1413 93.7374 93.2093 91.7115 87.3894 86.256 85.084 84.7608 79.8555 79.6431 77.2422 74.6119
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -3.9164670491403295 0.62672487627420737 1.0000000180025095e-35 1.0000000180025095e-35 0.56487967955244278 -1.2811150420666217 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.97793241427907174 -0.15844249786597561 0.68806224955729689 1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 14 10 9 17 -2 13 21 -13 -3 -1 16 -15 23 -11 -4 -17 -5 -9 -6 -14 -7 29 28 -20 -10
right_child=1 6 19 11 8 25 -8 22 26 18 -12 12 24 15 -16 20 -18 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017273522188999166 6.8682806855593756e-06 0.00091636508655476318 -0.00015398566030669106 -3.0613269230976604e-05 5.8512148224428857e-05 0.00014500632791760506 -0.00037598612540573601 -0.00029429596831151395 3.2655853534317163e-05 -0.00052082835024472415 -0.0003794224529902031 -0.00021702740217009755 0.00041580967275412091 -0.00039021719887479759 0.0001195029684845363 -0.00017496628443529417 -0.00016758718329698395 0.00018136982299171264 -9.0188991672706244e-05 -0.00031276062881225572 -7.1855478548539179e-06 0.00012527489797552687 -3.6184423483424879e-05 -8.2971018917539521e-05 3.1765557542165856e-05 0.00036021946750416651 -0.00019739087577711525 4.3447074283918642e-05 -0.00032919492813259258 -0.00021198367830689015
leaf_count=5567 4583 186 27996 20923 23465 6893 20323 4386 11267 5970 10255 1776 5255 13984 6984 24056 17927 8176 5045 18313 13204 13648 22148 17709 1541 10115 14048 2076 19824 4288
internal_value=0 -0.142436 -0.0894393 -0.0494333 -0.100885 0.204448 -0.289684 -0.213476 -0.023589 -0.317628 -0.247284 0.0973375 0.295376 -0.21589 -0.00240269 -0.22174 -0.327158 0.0408381 -0.374519 -0.278747 -0.145355 0.0449563 -0.0958857 -0.000115927 0.432947 0.357365 -0.14094 -0.32358 -0.364341 -0.0420464
internal_count=361931 332372 232437 186128 142985 29559 99935 64032 78953 37498 79612 43143 8572 69357 12551 69171 31911 49350 32915 46309 37260 34571 26534 41174 6796 17008 29603 26945 24869 15555
shrinkage=0.000761914


Tree=407
num_leaves=31
num_cat=0
split_feature=821 1237 785 519 803 1430 332 464 728 1022 1016 728 678 1457 666 727 588 478 1022 1016 382 804 873 50 609 791 1466 1436 1431 911
split_gain=569.582 457.523 369.051 339.886 272.298 228.572 210.007 317.764 180.85 168.18 167.726 166.283 165.815 150.937 109.66 106.546 115.079 104.625 102.731 104.049 97.8734 95.8337 91.4572 91.2652 89.6371 85.8155 83.0002 77.2834 75.9656 74.9731
threshold=-0.72370887929751782 0.5723095224056084 -0.86283290253235112 2.1420547332082829 1.9682860324222273 0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.34708990927187483 1.339295830115254 0.45873907618427312 -0.682906484622256 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 3.1377232108798858 1.0000000180025095e-35 1.6285028476148826 1.0000000180025095e-35 0.57156622312866312 0.60428344764309971 1.0000000180025095e-35 0.77693903076620996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 8 4 6 9 7 11 -2 10 -1 -4 28 17 -6 -5 20 -3 19 -10 -17 27 25 -11 -16 -9 -7 -13 -8 -18
right_child=1 13 3 15 14 26 12 22 18 23 -12 21 -14 -15 24 16 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00056174006553209551 -0.00027911037048474683 -0.00018900377979838649 7.9684004646295519e-06 -0.00017631393593830038 5.8262257424719344e-05 -0.0001299463938339227 -4.5034949527742772e-05 -0.00011809579394574556 -4.8334899905869964e-05 -0.00031401921048218931 -0.0002593590098317388 -0.00044869076555870027 6.7795134993563878e-05 0.00014328111486730451 0.00049244922693518782 0.0003468466992858574 0.00074742708945573985 -0.00039812002890277055 0.00035431220237898452 0.00029998866967496734 -1.2939669094757196e-05 -5.8607021291119709e-05 0.00054562325288356052 -0.00013177289043298177 -0.00055207816498857403 7.4658142575077222e-05 0.00012555888645864871 -0.0001886898137281614 -0.00019618145423412752 5.359035746962769e-05
leaf_count=19761 2535 20737 5637 1787 6557 25245 31387 29978 5560 19553 16295 26647 30890 3146 3639 4698 1882 17344 11102 4772 4050 3470 695 25207 270 10200 5316 5445 17550 576
internal_value=0 -0.0567605 -0.0201021 -0.0525437 -0.0790568 -0.247655 -0.101376 -0.18256 0.209391 -0.316424 -0.448952 -0.336897 -0.0317306 -0.271885 0.227087 0.242633 0.31009 -0.313124 0.265627 0.126851 0.205924 -0.400967 -0.0625128 -0.230852 0.477912 -0.0765124 -0.0922985 -0.446161 -0.108453 0.665914
internal_count=361931 250554 209327 185358 172365 111377 161899 82072 23969 80816 36056 41199 79827 41227 10466 12993 11206 38081 21434 10332 8748 35562 40873 44760 3909 40178 30561 32092 48937 2458
shrinkage=0.00088767


Tree=408
num_leaves=31
num_cat=0
split_feature=785 728 871 341 941 712 125 1154 1160 595 578 529 1292 1367 876 1469 789 638 253 519 723 885 1465 888 50 125 1164 1465 1449 21
split_gain=757.433 573.134 352.926 274.103 254.881 233.701 196.891 173.522 259.143 139.711 136.685 118.805 114.993 141.395 112.533 104.539 97.6744 92.706 92.4423 92.3017 144.397 88.0306 86.8998 83.6725 80.9117 85.9617 78.6014 77.3241 75.3673 74.3342
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3462168560862613 1.9607587081991176 -0.63779424894106762 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.9998032076890585 1.1248358748350926 -1.9689564536147179 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 6.1053019920877674 0.37973282798721492 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.37973282798721492 2.0362904676775377 0.2439032738895319
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 7 8 15 11 -7 17 13 -12 22 -2 19 -3 -4 -8 -21 -17 -9 27 25 -5 -10 -19 -13 -14
right_child=1 9 18 24 -6 10 16 14 26 -11 12 28 29 -15 -16 21 -18 23 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00035849731598753512 -5.5026625466752052e-05 0.00089900107989892989 -0.00018802253462964246 -0.00059977372561192423 0.00033927410103496949 0.00065929285595899478 9.4606453272672375e-05 5.6845357789889113e-06 9.8974384570893513e-06 -0.00049765294299723034 -0.00019745404598290253 -0.00041173330279162338 0.00019981202373062779 0.00027148326462464234 -0.00016119849180831549 -0.00045707678255779873 -0.00014609478769150167 -0.00021733993997598595 -0.00041047656404110717 -0.00026666266432978853 0.0005383900566520121 0.0013519755756653013 0.00023631597343301658 -0.00047471400374578899 -0.00013239351450576261 -0.00022698145939905925 -0.00037395787001908375 1.5022875147330976e-05 0.0002286188992612319 0.00053710607112590842
leaf_count=3225 4542 317 27996 8070 8605 3439 23543 33500 22689 20323 5041 27732 5618 6555 14915 20515 5605 34565 18313 1210 4580 105 9331 6243 16901 8819 3198 9713 1042 5681
internal_value=0 -0.127848 -0.0742424 -0.0367616 -0.00312694 0.203866 -0.0246072 -0.0704676 -0.164561 -0.276976 0.260705 -0.238101 0.205192 0.0666966 0.00248988 -0.339082 0.099381 -0.17666 -0.252789 0.143584 0.357085 -0.414758 0.0539427 -0.18533 -0.223727 -0.345957 -0.030054 -0.154353 -0.361019 0.344429
internal_count=361931 332372 232437 186128 152338 29559 143733 108795 51049 99935 26334 79612 22895 11596 57746 25162 34938 50838 46309 29333 5790 20620 42831 50521 33790 16889 25887 44278 28774 11299
shrinkage=0.00106665


Tree=409
num_leaves=31
num_cat=0
split_feature=785 125 50 194 1362 471 728 1470 1469 747 519 21 269 1160 1361 957 728 181 1442 728 1160 1357 1450 1085 961 1470 955 933 940 269
split_gain=768.774 565.387 545.54 290.14 271.145 237.992 207.296 200.028 187.111 179.739 146.175 138.224 133.171 127.905 149.531 120.191 116.281 108.791 108.718 98.0326 94.9269 93.6046 92.757 94.2206 92.1637 91.1861 85.6942 82.1629 81.2838 76.1943
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -1.319112866592808 -0.64180087851808076 0.34871943973277292 2.1420547332082829 -3.9164670491403295 -0.36806838854686125 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.962738934255707 -0.49008176997875957 0.68536004617275303 1.0000000180025095e-35 1.3453874465886764 1.0000000180025095e-35 0.58053403949872362 -1.1417127449306028 -0.56067130660624642 0.68806224955729689 1.0000000180025095e-35 -1.2832447556410924
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 8 26 -1 -2 21 28 18 -9 -13 14 -8 24 17 25 -7 -14 22 -4 23 -21 -10 -6 -3 -12 -5 -15
right_child=1 5 4 9 16 10 13 11 15 -11 27 12 19 29 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028317004896791925 3.9028003274521469e-05 1.8669789965152602e-05 0.00014863755713864652 -0.00022396315935024167 0.00019964846161899026 -0.00017896954016871262 -0.00011634615506312346 0.0013025253784851401 -4.6294765916891299e-05 -2.1617634192185197e-05 0.00039821334366548454 -0.00060441350827572006 -0.00014051521769539675 -5.1185536626781862e-05 0.00027212846346615001 -0.0003547645849273632 -0.00036245280798895155 -0.00037088967530042664 8.7924305714020011e-05 -0.00061155753013208362 -0.0001675423883638649 -6.6418766124422271e-05 -3.9452003762570077e-05 -0.00036212897250619848 -0.0002748894522258908 -0.00014749265499265071 -0.00018706600532243377 -3.8124613200236224e-05 -0.00047287462099214483 0.00038350908859987432
leaf_count=3396 3656 10218 18359 25468 2839 7036 6104 126 41616 14693 6005 20556 6183 1419 6539 7460 18116 8415 24534 18322 4988 11456 2013 11758 8422 27247 23624 1663 7599 12101
internal_value=0 -0.152349 -0.203019 -0.324251 -0.120742 0.000994135 0.180835 -0.433383 -0.0508204 -0.204017 0.100398 -0.469636 -0.476418 0.236098 0.0953529 -0.122065 -0.239763 -0.177983 0.0394434 -0.408877 -0.457788 0.0771447 -0.510238 -0.54614 -0.0877149 -0.122528 -0.131482 0.332656 -0.298715 0.368225
internal_count=361931 332372 259292 115362 143930 73080 29559 67602 87313 47760 39238 63946 63820 26163 12643 57498 56617 38501 31570 43264 37081 29815 32093 30080 50038 30086 33842 7668 33067 13520
shrinkage=0.000915593


Tree=410
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 809 677 712 1028 885 728 652 21 50 194 1307 651 729 964 81 1457 915 1455 1455 21 1460 1450 1092 470 864
split_gain=775.895 586.253 462.248 412.273 252.7 220.545 246.445 199.151 187.703 175.206 163.461 147.977 131.157 111.552 166.913 105.11 97.9929 96.662 94.7796 92.9989 88.91 87.8646 85.4354 83.1641 86.6724 89.3597 83.9362 80.2613 87.3341 90.9973
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.66275050977156291 1.0000000180025095e-35 -0.49008176997875957 -0.55024281929118113 -0.70163543588998201 1.0000000180025095e-35 1.0000000180025095e-35 0.46775370675029004 1.1107569744011787 0.75637635299260908 0.80745641784395206 -0.77401038984018877 1.5723103033889971 -0.39746507241763851 0.80851755981579754 0.14145834482007744 -2.9709283393608152 1.0012333990267608 -0.85352856111255682 2.9499917481720264 0.66595742291584703 0.72275257928592751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 4 10 6 -1 -2 20 -4 -3 21 23 14 -9 -6 18 -13 -12 -11 -5 -10 -8 24 -7 -26 -25 28 -21 -30
right_child=1 2 9 8 15 12 22 13 11 19 16 17 -14 -15 -16 -17 -18 -19 -20 27 -22 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=-0.00054238441991360132 -0.00028171829444703308 -8.5312719831884609e-05 -8.5486276322030986e-05 -0.00022387900916146183 -6.6071413093467295e-05 0.0011391380017974203 -0.00028547306601731407 -0.00011226135486324309 0.00018501528879717662 -0.00010523464695318105 -0.00044423646972707389 -3.1483520977941373e-05 -0.00023668082710829986 0.00030401251685708333 0.00025474177990268774 -0.00027168890467063931 -8.3198129933875466e-05 -0.0002018608812555323 -0.00019328989508650128 -6.1934571922454852e-06 0.00015766592302028876 -1.0992165449698573e-06 9.7967413498414609e-06 -0.00029928185317861498 -0.00021006469226303481 0.00021471140867282767 0.00017216155449231995 -0.00024435829815508376 0.00026216287257275524 -2.8213489212033966e-05
leaf_count=19846 2668 7441 17228 23500 24736 108 21686 5483 10574 4219 31950 31033 38928 12502 7047 10728 3203 13608 5754 5469 1818 16560 3475 1417 13385 1633 5679 1157 16061 3035
internal_value=0 -0.071961 -0.108468 -0.160305 -0.277508 -0.296673 -0.43061 0.195593 -0.0732531 0.0603728 -0.393239 -0.0242224 -0.216944 0.246379 0.115959 -0.15072 -0.456348 -0.0964769 -0.493901 0.145375 -0.238362 0.0903353 -0.297627 -0.0834611 -0.179136 -0.196767 0.101767 0.186493 0.209484 0.268448
internal_count=361931 255774 228074 180905 83812 106157 45007 27700 97093 47169 48348 71775 61150 25032 12530 35464 40907 44641 37704 29941 25318 27134 25161 22222 15126 15018 7096 25722 24565 19096
shrinkage=0.000808225


Tree=411
num_leaves=31
num_cat=0
split_feature=614 785 332 464 540 728 194 705 200 548 602 528 736 789 664 470 807 1323 885 907 889 1367 1453 942 665 1292 729 1097 50 884
split_gain=748.297 598.692 463.611 468.769 310.365 210.286 191.575 179.375 178.976 175.238 150.319 145.487 122.581 121.778 114.037 113.977 106.124 102.381 100.476 97.5357 96.1697 94.9735 94.9609 93.2154 89.4233 89.3063 87.3079 84.3174 86.9882 86.8747
threshold=-1.0625654336828987 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.5271592296785539 0.28191752204954684 -0.97734522064874174 -0.40317080334297789 1.0000000180025095e-35 1.3633726830512116 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.75794030895606579 2.9080136987884808 -0.89587670966412791 1.0000000180025095e-35 0.61047007421192445 1.0270461581008248 2.231519495564001 0.85652824257920523 1.0000000180025095e-35 0.75637635299260908 -1.2571877020351898 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 7 3 5 13 -3 8 20 -6 16 15 21 23 14 26 -11 22 -10 -8 -19 -2 25 -1 -5 -13 -7 -4 -9 29 -29
right_child=1 2 4 12 6 11 18 27 17 10 -12 24 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00013239197513043364 0.00011271259031471436 -4.6396234041770028e-05 2.505793863405934e-05 -3.8520098882511483e-05 -0.00020911502682438837 -0.00050865089000095101 0.00023966237035715602 -0.00012400684736690258 -0.00013867577287353017 -0.00058078469377709479 -0.00022650186359874408 -0.00024560413828348879 -0.00017611692329716713 -0.00029664025581835411 -0.00025566825616330576 -0.00031795956630644042 -0.00030672285428935074 0.0002198283616624739 -0.00034929692487633104 2.9464024820040667e-05 -0.00018133007205153474 -0.00020502196159504624 0.0001745972981986737 0.00030220689084285756 0.00021746409003350493 -0.00031458531317069438 -0.00014143015629650759 1.2167016129134414e-05 0.00043019147457903012 0.0003459096319064835
leaf_count=21659 7688 8313 18002 35941 9618 22235 11398 1174 7777 13234 29593 3491 21107 9209 9880 14280 9373 7184 685 39943 4170 7141 3017 1918 1604 12975 15112 3422 6812 3976
internal_value=0 -0.0733456 -0.107995 -0.212827 -0.0290168 -0.373168 0.0475051 0.200578 0.0029919 -0.307369 -0.391797 -0.437712 -0.0913128 -0.156019 -0.110263 -0.534251 -0.188365 0.0432258 0.263468 0.0756322 0.0212174 -0.487979 -0.115836 -0.0239292 -0.10135 -0.543881 -0.0570305 0.341772 0.384353 0.238532
internal_count=361931 270775 243533 114725 128808 55759 76605 27242 64522 91156 57107 47446 58966 52203 42994 27514 34049 54904 12083 47127 11858 42351 24676 37859 5095 35210 33114 15384 14210 7398
shrinkage=0.000785447


Tree=412
num_leaves=31
num_cat=0
split_feature=785 728 1238 852 705 125 395 896 545 889 784 497 1235 497 662 590 647 1116 50 884 807 194 21 692 1359 1464 513 927 1470 915
split_gain=814.202 552.343 388.632 287.757 242.911 221.972 231.487 143.944 136.876 133.875 127.909 120.107 118.853 108.982 110.552 135.664 138.588 91.3059 88.7137 97.1758 88.2678 88.0719 89.7049 84.9149 83.9665 82.9436 82.412 77.5254 73.5226 73.2712
threshold=-0.86283290253235112 1.0000000180025095e-35 0.46340146005616162 1.0747610123934368 0.28191752204954684 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 -1.0372938969678034 1.0000000180025095e-35 0.9594655836162902 1.2988238104382279 -1.24934742919911 2.347769528813676 -0.58271687606615485 0.58895901036483078 -0.87782724458594241 -0.93184439067899449 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5271592296785539 -3.2545899522946695 -0.97604641915355106 1.0000000180025095e-35 1.5993600128483978 1.0454229551509682 1.0483613175537825 -1.1535394197080833 0.19650373811645147
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 9 6 -2 11 -3 27 23 25 28 14 15 -10 -17 -6 19 -19 -8 22 -14 -5 -16 29 -25 -1 -4 -7
right_child=1 8 12 10 17 7 20 -9 13 -11 -12 -13 21 -15 24 16 -18 18 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-9.4208328061912573e-05 -0.00042060702227677144 -0.00050229524844093117 -0.00017328286797273589 -0.00040071211614734289 -0.00031566922625518861 -0.00012710788008892906 -0.00016554641908111283 -0.00023969302950299694 -0.00032008886569736731 -0.00036697906985278363 0.00017759180732169401 7.7548072029059539e-05 0.00090516448383451799 1.3833660513550479e-05 -0.00036073041085621626 0.00044398137147231789 -0.00027122167435716135 -0.0001370828659762319 0.00029743116895596886 0.00022355163788492471 -0.00035363914663822006 -2.8634387200591364e-05 -0.00032251919863002547 -0.00011090604910281722 -0.00051166091606458458 0.00014549375632123243 0.000214278371274263 0.00036885309789845924 -0.00047542037757031594 -0.0003137656857552503
leaf_count=7375 29544 28613 2572 2181 1065 23546 24067 39950 12120 5080 5303 6875 124 1890 38772 1317 1574 3592 7332 4134 8896 2741 39627 11526 15649 2103 2155 981 24389 6838
internal_value=0 -0.349337 -0.297476 -0.246518 -0.00328638 -0.279918 -0.374943 -0.213705 -0.486918 -0.195905 -0.0357046 -0.131478 -0.433128 -0.439896 -0.454998 -0.296645 0.0952336 0.165902 0.20712 0.0594244 -0.266838 -0.367449 -0.394367 -0.124949 -0.50068 -0.181589 -0.0700546 -0.0482899 -0.550999 -0.208132
internal_count=361931 332372 232437 162984 29559 141819 62507 79312 99935 13436 21165 39362 69453 71322 69432 15011 2891 16123 15058 7726 32963 42492 39751 15862 54421 32487 13681 8356 26961 30384
shrinkage=0.000804605


Tree=413
num_leaves=31
num_cat=0
split_feature=785 125 50 62 1362 471 712 332 728 1469 519 1292 1367 747 1442 181 728 961 21 56 1010 957 1357 1154 1470 21 933 497 885 194
split_gain=793.287 557.136 493.808 271.988 260.539 254.336 210.265 184.54 210.037 179.153 160.19 139.181 191.68 130.984 118.873 118.417 112.695 112.508 105.251 105.109 97.7197 96.6923 95.9109 93.2223 92.9687 90.6882 85.8137 84.0005 80.2216 79.9088
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 -0.37712515092315846 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -0.49008176997875957 -0.61819632934197222 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.34871943973277292 -0.962738934255707 1.0000000180025095e-35 1.0000000180025095e-35 0.58053403949872362 -3.2545899522946695 1.0000000180025095e-35 3.0713252103476614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1417127449306028 1.0000000180025095e-35 0.68806224955729689 1.7001250133015622 6.1053019920877674 1.5271592296785539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 18 9 27 -1 8 -5 22 14 12 -8 -9 -7 16 24 20 -2 -20 21 -11 -4 28 -6 -13 -12 -3 -10 -16
right_child=1 5 4 7 15 10 11 13 23 17 26 25 -14 -15 29 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00029265858196507856 0.0010175424687025438 -0.0001713545476561274 0.00011620403175263207 -4.1903124585595978e-05 0.0001746472567764843 -0.00019110688382494327 -0.00015956369443159232 -0.0002203422305653418 -0.00047403956690925049 -7.231049549885724e-05 0.00037344599637357878 0.00015790485647584806 0.00024630547349709602 1.8508807057155168e-05 3.0709375390679685e-06 -0.00039271794854658297 -0.00032643821568544533 -0.00030991416726611307 -0.00056721979822315987 -0.00034221037552781985 0.0004813872306388013 -0.00033356353121034155 -8.4809392772170169e-05 -0.00026712956467762514 -0.00015432681180630343 0.00044142401861484143 -4.6360829761039897e-05 7.0433417681063017e-05 0.0010999766673218431 0.00020374204825988567
leaf_count=3225 120 28845 18857 8191 2839 7036 5814 18909 23745 40259 6005 5560 7677 11025 16662 12371 14160 9858 20253 16933 789 5691 11859 16103 27247 7283 1663 4997 83 7872
internal_value=0 -0.168461 -0.218526 -0.333543 -0.140653 -0.0166812 0.169515 -0.264674 -0.360319 -0.0723928 0.0859535 0.223365 0.0843212 -0.144344 0.0223952 -0.256756 -0.207814 -0.143308 -0.510977 -0.520977 -0.103561 -0.116908 0.0496336 -0.435745 -0.140277 0.367651 0.32893 -0.152946 -0.538698 0.0816303
internal_count=361931 332372 259292 115362 143930 73080 29559 78056 48122 87313 39238 26334 13491 29934 31570 56617 44246 56597 37306 37186 46739 45950 30716 39931 30086 12843 7668 33842 23828 24534
shrinkage=0.000862092


Tree=414
num_leaves=31
num_cat=0
split_feature=785 728 1307 263 50 712 56 1357 470 471 705 1160 1361 1470 464 1466 1166 497 938 713 927 21 890 269 652 821 527 487 832 43
split_gain=796.727 589.736 404.593 325.645 285.081 219.508 183.587 159.469 155.2 129.555 129.471 129.33 161.681 123.309 119.918 110.356 104.792 95.4046 88.2758 90.1411 87.837 81.5481 80.2016 79.3331 79.2802 78.818 76.5411 75.9001 71.755 71.5975
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3390041783085433 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62883063453998334 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 0.51364500316626394 -1.2508507625752519 1.6127128701036082 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 -3.9164670491403295 -1.3230736206490437 -1.2832447556410924 -0.98896428961744431 -1.0305144854359449 0.86558768754863191 -0.24932551392122526 -0.31774903318306902 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 13 15 14 21 -5 12 -7 -2 -3 18 -4 -12 24 -20 -19 -10 -8 -13 -6 -11 -15 -9 -23 -24
right_child=1 8 16 10 7 11 22 27 9 25 17 23 -14 26 -16 -17 -18 20 19 -21 -22 28 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030386384228760379 -1.8491235904269704e-05 -0.00049606793877333586 -0.00038621252582675023 -1.2628439290353222e-05 0.00025494226769308138 -0.00012187690752586266 -0.00032677153891708772 -5.4287121061626378e-05 0.0011053198798701167 -0.00036959800737201549 0.00010750066173942747 -5.8885815842989489e-05 0.00026797167458167984 -0.00040176215182550611 -0.00028052097161723635 0.00019133409669379935 -0.00018873981225166791 0.00050809501514281047 0.00010303347384739345 -0.00023752144853108142 -7.3888475767522175e-05 -0.00018902360408847794 -8.8481066122999554e-06 0.00037071951893891646 -3.2035360365737634e-06 -1.7605598774184842e-05 -0.00016026872995856717 -0.00024294947870507242 -0.0003692147191765333 -0.00027122408219801047
leaf_count=3225 4617 22241 19749 23321 4073 6165 5091 14172 107 3204 12845 1422 6576 26481 26330 9276 25025 3540 3476 9470 915 16035 18535 12171 26504 13317 6245 14543 18701 4559
internal_value=0 -0.160248 -0.10615 -0.0675745 -0.115884 0.178516 -0.226476 -0.039812 -0.309634 -0.230082 0.0830432 0.233475 0.0928073 -0.338334 -0.410193 0.0235026 -0.301927 0.205524 -0.0196024 -0.162674 0.440192 -0.310667 -0.107629 0.365957 0.0370292 -0.0816582 -0.392924 -0.165267 -0.318137 -0.0615969
internal_count=361931 332372 232437 187663 147042 29559 65528 81514 99935 51364 40621 26334 12741 37343 48571 52799 44774 17300 43523 12946 4455 34843 28185 13593 30577 16521 32726 28715 34736 23094
shrinkage=0.000888349


Tree=415
num_leaves=31
num_cat=0
split_feature=476 1235 785 332 464 728 705 487 1467 713 528 1356 21 566 1465 1469 21 541 945 955 1452 652 1470 1449 1361 1452 1465 1359 915 1469
split_gain=325.188 249.079 232.516 192.885 259.767 154.367 138.195 134.694 126.743 115.211 105.569 98.7994 96.9242 94.7655 93.7702 92.4434 101.763 88.5954 85.335 84.3575 82.5443 82.0078 79.4901 74.5919 73.4856 71.3298 79.826 67.2505 66.4629 65.3852
threshold=-1.0099296266851885 -1.24934742919911 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.89865194425476724 0.35570349484642388 4.0242090356330973 1.0000000180025095e-35 1.3633726830512116 1.1703909184639636 -2.7818205974049124 2.3824772829776841 -0.40523020188868136 0.40860155981874441 -0.70163543588998201 -0.55676187874653171 1.9181452473571214 -0.56067130660624642 0.4926003403048807 -0.98896428961744431 -1.1535394197080833 0.74561756370782817 1.0000000180025095e-35 0.38614139544283571 -0.24758448501956196 1.0000000180025095e-35 0.42728142883351833 -0.11463261358499251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 8 9 4 5 -4 15 17 11 -3 23 22 -9 21 20 16 -5 -1 19 -6 -11 -8 -2 -7 -24 -17 -27 -19 -14 -22
right_child=1 2 3 6 18 10 13 12 -10 14 -12 -13 28 -15 -16 25 -18 27 -20 -21 29 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.0560969242415357e-05 8.5197183491835242e-05 -0.00070217486770929533 0.00014031378692882983 0.00046724001943262094 0.00037007126697381331 -0.00094154994724016811 0.001001020387303942 0.0024295096047375671 0.0021095716553936631 0.00037169607297134704 3.5328117569260938e-05 0.00018977041795923392 -0.00060208040285687791 0.0013347169545341831 0.00081103561361051851 -0.00018728057905176667 -2.8407113133212211e-05 -0.00029966634384567565 -0.0009500832244691335 -9.6490212794007803e-05 -0.00025321361447638152 0.00017842129982696651 -0.00106350272406476 -0.00018699424810777858 -0.00050253429981959158 -0.0017137356600654789 8.7458164727764349e-05 -0.00083366944063248351 -0.0011721288723210435 -0.002555525735990168
leaf_count=21047 4053 1975 7311 12894 13250 31288 2944 207 443 6883 4434 4770 27497 1934 12849 22155 43035 26099 2446 31452 1007 19448 13766 4873 18828 1960 955 11067 10639 422
internal_value=0 -0.0262759 -0.000880462 -0.0247726 -0.100609 -0.232527 0.0310775 -0.182124 -0.192171 0.188926 -0.295558 -0.207272 -0.299237 0.15757 0.230718 -0.01058 0.0341907 -0.115674 0.00134385 0.0211041 0.0637996 0.120869 -0.251878 -0.344729 -0.293198 -0.11524 -0.438179 -0.18777 -0.311051 -0.378906
internal_count=361931 265375 223515 200379 95054 47906 105325 96556 41860 23136 40595 41417 38343 24326 21161 80999 55929 58213 47148 44702 8312 22392 36647 36161 32594 25070 2915 37166 38136 1429
shrinkage=0.00240497


Tree=416
num_leaves=31
num_cat=0
split_feature=1309 1022 1016 1028 200 1464 1010 1463 112 705 1436 50 21 816 21 1290 263 1466 198 1458 635 1430 921 341 691 1463 21 407 56 1373
split_gain=311.879 250.014 305.584 196.041 171.291 115.309 107.571 103.939 99.2005 98.3307 93.2721 89.361 99.6425 87.2035 85.8947 86.0143 84.0612 78.099 72.0628 68.6396 67.9884 64.5028 63.1727 62.0193 61.2937 61.6335 60.4238 58.9777 57.7699 57.4013
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 -0.36829310061983322 0.33722957473813192 1.9615424434015647 -0.052537044703927886 2.2718117149406565 0.98430950289438124 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 2.2619250002047715 -2.9709283393608152 1.0000000180025095e-35 1.0000000180025095e-35 0.37829601484295772 1.0000000180025095e-35 1.4454999719500954 -1.0561507523790512 1.0000000180025095e-35 1.0000000180025095e-35 -0.6888464262984979 0.45160791900839581 1.418130563044764 -3.9164670491403295 -0.68422620775809573 1.0000000180025095e-35 0.25202004360908004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 26 11 7 10 13 9 18 21 16 -13 19 -4 17 -3 24 27 23 -11 29 -9 -2 25 -16 -1 -6 -12 -5
right_child=5 4 14 6 8 -7 -8 22 -10 20 28 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002933380199993871 -6.5097819139059738e-08 -0.001113832129178182 0.0024231495063083441 -0.0013691847437912877 -0.00036413501326481489 0.00031698855812611302 0.00040302674128100144 3.521470946221242e-05 -0.00075926380938682756 -0.00058602959814999314 -0.00064946464918153859 0.00019231193706193154 -0.00037124694207323641 -0.0010517374919603185 -0.00013120524733120051 -0.00049304631084371732 -0.00038651434002061607 0.00030686758653046325 -0.00046424485613560625 0.00062390660711695927 0.00047309915730724475 -0.00031387048299952276 0.00047234464873292445 -0.0003503707752839646 -0.00054987109176978606 0.00088800353597210237 -0.0013267580719784544 9.6488653645813448e-05 0.00016000049543275587 -0.00074776725100228632
leaf_count=55 23824 8222 207 7233 8062 28359 2490 20122 4113 1571 4325 11566 20247 2191 22953 17567 14438 9311 7932 2357 13839 5734 10319 20870 9158 1407 18808 44630 4547 15474
internal_value=0 -0.103807 -0.184967 -0.321423 -0.0432672 0.0319619 -0.240868 -0.00922702 0.0148469 0.0299043 -0.27657 -0.144402 -0.0741531 -0.0691826 -0.081957 -0.0878804 -0.264008 -0.0356552 -0.00913184 -0.0499934 0.171757 -0.349306 0.0846728 -0.0693147 -0.0864442 -0.0307677 -0.581656 0.0168166 -0.0818053 -0.413903
internal_count=361931 253889 119269 58666 134620 108042 39803 79683 80147 76034 37313 54473 31813 49242 60603 60396 22660 42829 60624 47051 15410 28441 30441 44694 33518 24360 18863 52692 8872 22707
shrinkage=0.00222593


Tree=417
num_leaves=31
num_cat=0
split_feature=785 728 1445 519 872 727 871 727 804 595 1469 1367 1430 470 1304 689 889 588 382 464 1461 200 50 470 766 1307 746 685 789 1047
split_gain=672.343 501.675 351.216 268.869 242.595 211.642 173.806 173.751 170.113 145.365 139.375 127.218 192.354 115.053 99.3089 99.0335 92.0052 90.669 90.1234 89.0769 85.4304 85.3021 81.037 86.9987 80.9841 73.5788 70.4618 69.5897 69.5293 69.0055
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 2.1420547332082829 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.45538871002063286 1.0000000180025095e-35 -0.9998032076890585 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2519738572323926 -0.4288425582216272 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 -0.3640729456269281 -1.281871280663196 1.0000000180025095e-35 1.0000000180025095e-35 -1.695011218147956 -0.69391358866071406 1.0000000180025095e-35 0.58104764358843186 1.1248358748350926 2.3738149868247693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 16 10 -5 27 13 -2 12 -12 19 25 -15 -1 18 28 -3 -13 -16 23 -7 -17 -4 -23 -6 -9 -11
right_child=1 9 14 7 8 22 -8 17 -10 29 11 20 -14 15 21 24 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.4161034436137843e-05 6.0471424386525844e-05 -0.00040007807293394729 -0.00011835474576493499 -0.00017963811566216957 1.940514063377177e-05 -2.4197573790718842e-05 -0.00023356940221572897 0.00045923264555518853 0.00024534910072999646 -0.00041702117988072084 -0.00033808400155765906 -2.7646727835127734e-06 -7.6782812232452911e-05 -3.4307134414742601e-06 -0.00032561743203302101 0.00044208369289865774 -0.00020735372413509674 0.00056094771339892382 8.6071376459478106e-06 -0.00020647989081966814 -0.00017381391615464863 -0.00020690154872879827 0.00037505216286453876 0.0003053884918987178 -0.0002082886758438093 -0.00036454210100147707 -3.3228267350477288e-05 -0.00028244958855958984 -5.6174206252219549e-05 0.00019044714198898321
leaf_count=7707 19115 17409 5291 2776 17612 3971 24807 3163 9684 19629 16174 36764 21376 11398 7813 533 4844 2111 3424 20948 10658 13736 8442 4595 29324 18450 15956 2725 802 694
internal_value=0 -0.14279 -0.0927694 -0.0479318 -0.0723726 0.170759 -0.112924 0.222694 0.0880896 -0.282088 -0.0785472 -0.115649 -0.210972 -0.242435 -0.240629 -0.167535 -0.022844 0.339921 0.239415 -0.339799 -0.04855 -0.175055 0.315424 0.180322 -0.235512 -0.363488 -0.126636 -0.0201406 0.431275 -0.474796
internal_count=361931 332372 232437 171191 158915 29559 128894 12276 30021 99935 104087 84972 37550 79612 61246 41255 12551 9500 7389 38357 47422 37505 17008 8566 29857 23741 29692 20337 3965 20323
shrinkage=0.000825898


Tree=418
num_leaves=31
num_cat=0
split_feature=871 203 785 728 784 921 1469 1022 1016 1375 548 705 539 464 792 805 1028 706 513 1469 747 728 526 671 727 816 730 21 487 783
split_gain=308.563 254.848 220.078 219.778 152.429 127.355 123.828 130.13 166.212 89.7852 95.6057 89.666 88.4958 101.967 88.342 82.5228 81.6567 81.6325 81.1579 75.6602 76.1263 75.3465 74.9021 73.3371 69.6157 63.0408 62.0808 60.0184 58.4295 58.0194
threshold=1.0000000180025095e-35 1.3520813746060025 -0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.0234077568651669 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3419342387057427 0.024944846130704988 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4663648571955066 -0.35861621905537377 2.1164963568036277 1.0454229551509682 -1.2083100587446829 1.0000000180025095e-35 -0.90320472132347296 2.3757057381457001 1.6550864193358736 -1.1275738623161491 6.0906794990390116 -0.33215574005720661 -3.9164670491403295 -0.5841843363838235 1.1155635910225459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 6 26 -4 8 25 10 16 -1 13 -3 18 19 -2 22 -9 -5 27 -20 -18 -16 -7 -8 29 -21 -28 -6
right_child=9 12 3 15 5 24 7 14 -10 -11 -12 -13 -14 -15 23 -17 17 -19 21 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=3.1808767855279703e-05 -0.00051554544913886321 -0.0010311524947546932 0.00026848665009661241 0.00037704835088930855 0.00041979226198426642 -0.00023444055660903315 -0.00066811689724342687 0.00010173097898871081 -5.9481207495370063e-05 -0.00075377963652896278 -0.00076491001998315038 0.0006264044719300519 -0.00020802907584620221 -0.00033698111450792542 -5.051803664555468e-05 -0.00096581768838861087 -7.5220378307456536e-06 0.001377490689916115 -0.00039390725802578589 0.0026550839318730318 -8.3552221008301018e-05 0.00097561218274506587 -0.0008175670133226358 -0.00078991303675018108 0.0010749402978477416 0.0020898445680002367 0.0011648704247467746 -0.00047278843532390813 0.00023345012919386438 -0.00012829219136217294
leaf_count=7227 17147 13480 20789 3749 5478 905 21952 18927 24640 18285 13188 14280 26615 12305 29645 5058 19142 716 937 99 21377 3804 3353 2766 4842 138 1906 33314 3675 12192
internal_value=0 -0.0285275 -0.00157531 -0.0228008 0.0166201 0.146795 -0.0159287 -0.0468355 -0.13579 -0.197761 -0.151169 0.192097 -0.178194 -0.289227 0.0152801 -0.138351 -0.102825 -0.0262252 0.109168 -0.116316 -0.139152 0.332537 -0.0506956 -0.0525715 0.404008 -0.294021 0.077988 -0.210344 0.262365 0.01868
internal_count=361931 290100 237700 216193 152596 28998 123598 102809 46730 71831 53546 21507 52400 25785 56079 63597 40358 23211 23668 58539 54790 4741 22495 32411 5747 22090 23251 33413 5581 17670
shrinkage=0.00217778


Tree=419
num_leaves=31
num_cat=0
split_feature=785 728 1238 519 784 728 921 253 723 595 578 1292 1367 56 50 1022 1154 250 62 588 1464 727 545 846 21 567 561 382 341 730
split_gain=931.705 638.34 430.748 306.73 282.181 252.78 225.957 211.675 180.94 178.073 135.707 133.468 166.367 132.336 145.173 132.023 133.735 121.882 110.343 101.615 100.892 98.9661 95.2477 91.2452 90.9706 87.9794 87.2545 79.7738 79.1157 74.7657
threshold=-0.86283290253235112 1.0000000180025095e-35 0.46340146005616162 2.1420547332082829 0.9594655836162902 -0.49008176997875957 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 1.5993600128483978 -1.5722412400100421 1.0000000180025095e-35 0.55868296782514293 0.2439032738895319 1.5636217676721176 0.22282925704577208 1.0000000180025095e-35 1.3462168560862613 -0.33215574005720661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 28 17 -5 13 -7 12 -12 14 -3 16 -4 20 -15 27 26 -8 -9 -17 -13 -20 -2 -10 29 -6
right_child=1 9 15 8 6 10 21 22 19 -11 11 24 -14 18 -16 23 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.000248005944319747 -1.5777032445044591e-05 -0.00034461878630210761 -0.00037737299648996856 -0.0001662868067396581 -2.5940993303574256e-05 0.00041956005180705645 -0.0001467611739034089 -0.00026853820543506341 0.00029149295968083493 -0.00038021673167393201 -0.00016208230035566623 0.00011507403586545048 0.00017027666734015877 -0.00023698567399332003 -0.00012169994006412938 -9.6351145838058738e-05 -0.00017473377856135381 -0.00018542865701105186 -0.00011224549618804716 0.00049458873625592864 0.00016212335667155058 0.00036447993353262926 -0.00012581476487923344 -0.00028935305674816016 0.00035880912180272337 0.00020460229954302273 -0.00013085236626984959 1.0336863778366285e-05 -0.00023272494692764601 0.00017876866505752161
leaf_count=3396 43018 27370 17711 2628 14927 3407 853 19250 3835 20323 4994 5588 6514 20028 9270 28376 16410 14274 21096 2019 4450 4779 22854 6956 5660 1848 19195 3269 3205 4428
internal_value=0 -0.18219 -0.126078 -0.0721931 -0.0985526 0.182467 0.0794582 -0.14211 0.221189 -0.336214 0.243328 0.188447 0.0398965 -0.292514 -0.397879 -0.273738 -0.380251 -0.0835293 -0.215362 0.341855 -0.0496199 0.418246 -0.265692 -0.188102 0.33762 -0.119885 -0.0711018 0.234092 -0.013765 0.03051
internal_count=361931 332372 232437 162984 151233 29559 28192 123041 11751 99935 26163 22756 11508 79612 36640 69453 34121 80937 42972 9123 66663 5632 42104 35332 11248 22944 62213 7104 22560 19355
shrinkage=0.00070044


Tree=420
num_leaves=31
num_cat=0
split_feature=888 253 785 941 1465 1442 728 959 182 1458 21 401 791 513 725 921 783 519 1325 823 934 261 758 471 889 279 602 1431 675 540
split_gain=304.749 266.638 164.994 157.206 153.03 139.625 133.517 109.066 96.8821 95.8928 96.9468 86.2434 85.4961 109.52 95.6451 103.883 103.89 87.0351 82.6357 85.547 81.9932 80.2505 77.6179 77.1866 76.7585 76.1525 75.3258 69.7279 68.742 67.7912
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.9607587081991176 2.3195887819936725 -1.2625182715263061 1.0000000180025095e-35 -0.68169868102075137 0.80071687052116158 1.8992776531617575 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 2.1420547332082829 -1.2442523900957141 1.4558345360236993 1.0000000180025095e-35 1.0000000180025095e-35 0.9327048103557759 -0.93081268283970298 1.0000000180025095e-35 -0.7520396507773548 1.0000000180025095e-35 1.0000000180025095e-35 1.3006397995630099 1.6305215107933637
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 4 6 -3 9 -7 11 10 -4 26 14 -14 20 17 -17 -16 19 -10 -12 -19 -15 -8 -1 -2 -9 -27 -25 -5
right_child=25 5 3 29 -6 7 23 8 18 -11 12 -13 13 22 15 16 -18 21 -20 -21 -22 -23 -24 28 -26 27 -28 -29 -30 -31
leaf_value=0.00064074555348442666 -0.0010148276954893656 -0.00067095526506286813 0.0033526919917106781 0.00073152714058596685 0.00074363545607041232 -0.00054032086857313058 -0.00069562202384878744 -0.00083900954760408441 0.00083842903958788746 0.00066490032615540125 0.00057826371201783453 -5.7441428898382346e-06 4.3495016296118354e-05 0.0011271859962052471 -0.00037856979294477038 -6.6198919627184698e-05 0.0011631258503194616 -0.00042331713148542074 0.0002339964331911476 0.0050313835398640479 -0.00013134705469509147 0.00085920454392831571 -0.00040462728910925473 -0.00029366491928430239 -0.00010913369722696422 -0.00026904729476402435 -0.00018368105691857914 -0.00081159446664325107 0.00046519107939017293 -0.00076854157398935255
leaf_count=14211 12454 28686 162 8195 5652 24027 15068 11156 423 4631 8123 25111 30500 3795 49655 5900 2144 1919 10808 161 9086 2471 1018 32388 4446 21108 11496 12636 3721 780
internal_value=0 -0.0343522 0.00934791 -0.0107306 -0.0257209 -0.124296 -0.037724 -0.0820519 -0.036333 -0.00246194 -0.0151041 -0.0794227 -0.017751 0.0682441 -0.055301 -0.0928559 0.117726 -0.126898 0.136854 0.905942 0.0828922 0.128632 0.337595 -0.138888 0.189337 -0.237978 -0.187046 -0.185303 -0.0836566 0.244598
internal_count=361931 315733 203865 185208 176233 111868 170581 83182 59155 119404 114773 47763 114611 35313 79298 62089 8044 54045 11392 584 17209 4390 4813 51177 18657 46198 22652 33744 36109 8975
shrinkage=0.00245503


Tree=421
num_leaves=31
num_cat=0
split_feature=785 728 617 1235 263 257 727 595 705 1307 1078 513 470 706 727 689 852 464 497 962 784 564 803 815 921 723 927 1464 784 602
split_gain=963.186 670.367 425.013 346.143 289.783 277.316 247.588 167.602 166.334 154.071 145.117 137.035 128.705 120.159 115.887 109.731 105.49 100.141 90.0762 89.9544 88.3938 82.9792 82.7917 84.2672 81.1905 82.8054 77.6406 76.589 84.3034 73.868
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 -0.94625487755706195 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.86010604286694103 1.0485873544557924 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 0.62672487627420737 1.0000000180025095e-35 -0.4288425582216272 -0.22706799479215015 1.0000000180025095e-35 3.0589865121061197 0.78457125397875782 0.49369349712833849 1.9546110090380651 1.9682860324222273 1.0000000180025095e-35 1.0525743831388839 -1.0570063487222232 1.0483613175537825 0.74657910936426475 0.9594655836162902 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 9 5 14 13 12 10 -2 27 22 17 -1 -5 -14 -7 -3 -17 -8 -16 26 23 -10 -18 -26 -15 28 -6 -4
right_child=1 7 29 4 8 16 19 -9 11 -11 -12 -13 15 21 20 18 24 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00016622348125449777 -0.00010196362911867854 -0.00038242701865467098 -0.00034920336704214562 -4.1425352383287206e-05 -3.8086381524358765e-05 -0.0001185881422800113 0.00030304140224915986 -0.00037816558748610807 -0.00010400240703086124 -0.000274313467091353 -0.00017471190540426773 0.00030522422168300089 -2.380313147043657e-05 -5.492779124933871e-06 -0.00031670640350067036 -0.00020987877825932492 8.0951265596000543e-06 -0.00020744469545116729 0.00036522959158825821 3.0710774770947433e-05 -9.7266123217915065e-05 0.0004883187437847822 0.00040931063772071773 0.00010311728124413472 -0.00027264012289331574 0.00033503104998247471 0.00046285229747255628 0.00014782165573096906 0.00012873188331704981 -0.00018483129190325449
leaf_count=5567 32310 17409 16528 7597 30612 13052 14134 20323 5586 21500 10134 5677 11398 5356 19955 29330 18184 20948 527 2874 5885 906 1173 12715 554 2740 722 7241 7098 13896
internal_value=0 -0.166884 -0.10915 -0.0787112 -0.0311245 -0.135947 0.204582 -0.325356 0.0444633 -0.23001 -0.0169058 0.172011 -0.282942 -0.00406977 -0.289611 -0.204189 -0.0181737 -0.384012 -0.274798 0.358382 -0.364791 0.157109 0.0937317 0.0608278 0.0644466 0.339343 0.0744713 0.0277088 -0.00809998 -0.369138
internal_count=361931 332372 232437 202013 148203 67967 29559 99935 80236 53810 55085 25151 79612 12551 33437 41255 34530 38357 29857 17008 25840 6984 19474 18301 21478 3294 6078 44951 37710 30424
shrinkage=0.000717148


Tree=422
num_leaves=31
num_cat=0
split_feature=43 1169 800 184 1463 50 1430 1367 470 1361 1436 1451 62 816 1085 1462 61 938 726 982 907 1469 635 784 1458 1449 1456 194 1450 738
split_gain=301.083 249.254 210.555 152.783 104.991 104.025 99.0326 111.648 94.4678 89.3637 101.987 82.9559 76.5536 73.3089 67.2874 67.0654 67.1099 64.4879 64.4636 64.2506 64.0271 62.4133 58.1861 57.3345 53.0979 53.0445 66.2888 52.9594 61.9262 52.3673
threshold=1.0000000180025095e-35 1.0643747975631468 -0.57812715656594349 1.0000000180025095e-35 0.093599294775546141 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.59897055457132509 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.0723155983858552 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.2926812086428403 -0.8688728068362227 -1.3263328046252252 -0.33927556070914427 0.9594655836162902 0.12934318160464789 0.74561756370782817 0.48268798061829216 1.0000000180025095e-35 5.5426090097491345 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 11 21 7 24 14 10 -3 13 -10 -4 -5 16 19 -8 -11 -7 -15 -2 -21 25 -1 26 -6 28 -23 -13
right_child=5 9 3 8 23 15 17 -9 12 18 -12 29 -14 20 -16 -17 -18 -19 -20 22 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00054602347667997834 0.00090592479601046513 -0.00092535137087378636 -0.00034506743884943987 -0.00079408395631718777 0.00015412340650850734 -0.0001564513717957799 0.00060273604090387359 0.00032871913054911096 -0.00034617636012955998 0.00024451749231022072 -0.00030571094416898681 0.00040133890312867802 9.8246308731802907e-05 0.00035203719943454584 -0.0002914995731599104 0.0019273943425953989 -0.00056363346559074924 9.6160481476274405e-05 -0.00028646597812781563 -0.00079581902404650374 -0.0001083456644456092 -0.00096186995881076284 0.0037476820503577926 0.00061890218831817307 0.00018879284524116215 0.00054421884985720551 -0.00048058883910015015 -0.00050219159215297523 0.0041397079709704658 -0.00025428498253504971
leaf_count=6868 521 14915 24639 12784 22835 26216 17533 12020 15705 6524 16472 10082 16787 7166 16731 269 12951 6850 24919 113 33098 15935 140 5767 2895 5225 4083 18587 45 3256
internal_value=0 -0.0256971 0.00447828 -0.0296215 0.0132192 -0.189199 0.12621 0.0241977 -0.119625 -0.158369 -0.255194 -0.0310931 -0.0463492 -0.0630127 -0.220516 -0.114771 -0.123205 0.213672 -0.0783693 -0.0605928 -0.010787 -0.290848 0.984401 0.101477 -0.147287 0.0666247 0.0283513 -0.306021 -0.430245 0.114321
internal_count=361931 287154 224324 178158 116151 74777 46166 21783 62007 62830 31387 78241 32492 64903 29515 39689 39420 24383 31443 26469 40264 35088 253 37910 9763 32143 26918 34567 15980 13338
shrinkage=0.00217307


Tree=423
num_leaves=31
num_cat=0
split_feature=785 125 50 194 476 471 728 1470 747 1028 915 21 1022 1154 519 203 1442 529 947 884 56 21 728 1450 21 1311 940 194 1375 1467
split_gain=789.764 555.533 533.292 284.089 248.141 242.95 222.371 207.189 186.245 183.361 144.548 144.069 139.572 180.109 134.005 129.277 114.676 96.8748 92.137 92.6838 92.0771 90.0346 89.7608 97.9689 88.2099 87.6359 83.8543 82.248 81.4937 84.1033
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 -1.0099296266851885 1.0000000180025095e-35 -0.49008176997875957 -1.319112866592808 0.34871943973277292 -0.66275050977156291 -0.39746507241763851 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0605395091208547 -0.962738934255707 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.3264365022561064 -0.89074317784588486 3.3525900529922672 1.0000000180025095e-35 1.5271592296785539 0.59806352348768188 2.6212945108504591
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 18 -3 -1 -2 26 17 25 -9 13 -8 16 20 -7 -6 19 -4 22 -14 -13 -24 -20 -11 -5 -18 29 -12
right_child=1 5 4 8 9 14 12 11 -10 10 28 15 21 -15 -16 -17 27 -19 24 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00025767963539166758 2.8307400803433664e-05 -0.00011569968565459256 -0.00049698398731798181 -0.00019953471831762941 -9.7521987245725807e-05 -0.00016485351265981389 -0.00011194121126460262 0.0011072880940478911 -2.8559979827019873e-05 5.0986124643619241e-05 -6.8711725744287962e-05 -0.00016549935888430787 0.00013916437111511186 0.00024305145246999744 0.00023240307909617249 -0.00052351024570381898 2.158067572144715e-06 -0.0002917107549082031 5.7128156116324581e-06 -0.00021079721180794895 -9.26777635995117e-05 0.00038328717656309542 -0.00042127214902221177 -7.8538931920206192e-05 -0.00021234160994004764 0.0010924005762245029 -0.0004086556507583687 0.00018230042266658398 -0.00025070877534981851 0.00036248857941768034
leaf_count=3396 3656 33842 7200 25468 16267 7036 6621 126 14693 27865 35759 6092 5891 5942 7668 18053 16662 12843 6296 7580 4284 7709 32672 2719 22432 164 7599 7872 6536 988
internal_value=0 -0.170185 -0.220146 -0.339413 -0.139028 -0.0184257 0.166983 -0.446739 -0.220791 -0.0859528 -0.0345451 -0.48329 0.224362 0.0770877 0.0819846 -0.490123 0.0238934 -0.235161 -0.281533 -0.436083 -0.429522 0.361876 -0.465563 -0.514202 -0.214572 0.0759656 -0.316636 0.0820553 -0.108114 -0.0735238
internal_count=361931 332372 259292 115362 143930 73080 29559 67602 47760 100422 71312 63946 26163 12563 39238 63820 31570 29110 43508 14780 45767 13600 41483 35391 28728 28029 33067 24534 43283 36747
shrinkage=0.000762396


Tree=424
num_leaves=31
num_cat=0
split_feature=686 519 1378 652 727 21 593 588 728 1458 1030 382 815 1451 1442 859 768 927 1285 785 1221 915 705 575 1049 540 50 194 60 583
split_gain=296.154 256.236 244.32 185.026 176.093 163.923 170.475 140.786 127.357 125.371 112.169 99.811 99.7199 94.8892 89.1521 87.723 84.1115 83.9217 77.1432 76.6838 68.5559 68.8298 68.3677 67.0435 68.7741 66.1292 65.501 87.2975 65.3089 64.4715
threshold=1.6123350876002307 2.1420547332082829 0.29079056963915867 -0.98896428961744431 -0.682906484622256 -2.7818205974049124 1.0000000180025095e-35 0.71188872395471614 -0.49008176997875957 0.20667703603638712 0.56670278469791524 1.0000000180025095e-35 1.0000000180025095e-35 0.29201411858153481 -1.2625182715263061 -0.54135187694831066 0.06012697565480872 1.0483613175537825 2.2712867920001698 -0.86283290253235112 1.9111042213368361 -0.011574507612051416 1.3312226153848179 1.0000000180025095e-35 1.511805152420109 0.35001124564692748 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.99544907250003589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 28 -3 13 9 11 16 10 14 23 -10 -5 -7 -4 -2 -9 22 -8 21 -21 26 -6 -25 -11 27 -16 29 -1
right_child=8 4 15 5 7 6 19 17 12 25 -12 -13 -14 -15 18 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00098649077829522213 0.00032914632345852867 -0.00071697320068490422 0.0004753791800655263 -0.0040594009442180513 0.00021405785101422513 -0.00062995083142930799 7.6086408558474856e-05 0.0019649436188406201 -0.0013149743733440304 -7.6172270824472334e-05 -0.00082142113522574501 -4.3828962761142667e-05 -0.0005619064362861444 0.0031593671566416646 -0.00078196894894767138 1.5031792128165298e-05 -0.00073542086442127672 -0.00044431541664076126 -0.0012245167229859584 -0.00044943832879030556 -0.0015100890118464562 -0.00092100961218866074 0.00058397343679653893 0.00158702722483216 -0.00026907093498598831 0.00046248591985036407 3.4653968237359059e-05 -8.2518474911757759e-05 -0.0005412762821795094 0.00016867172726943967
leaf_count=3826 7230 3210 20582 71 2857 18676 5083 3126 18038 25233 15706 6726 17151 513 13667 36913 5976 502 2574 39907 3812 19001 4517 3778 723 11051 29047 14134 4334 23967
internal_value=0 -0.0330872 -0.051004 -0.0841568 0.177074 -0.109303 -0.113228 0.252926 -0.237519 -0.0697198 -0.111188 0.161131 -0.320363 0.887155 -0.0813694 0.0665242 -0.0431674 0.589942 -0.0464124 -0.2071 -0.231849 -0.213346 -0.0325864 0.318923 0.465409 0.0362829 -0.0531719 -0.132137 0.0662909 0.102091
internal_count=361931 313536 292614 235119 20922 202992 202408 17712 48395 134605 98321 14084 35189 584 82615 57495 13206 3628 63939 67803 62720 58908 61365 7358 4501 36284 56848 27801 32127 27793
shrinkage=0.00278753


Tree=425
num_leaves=31
num_cat=0
split_feature=1147 1426 1465 1453 1097 795 705 338 713 747 1361 1218 470 942 126 740 21 272 1160 854 796 784 588 1464 1367 1361 507 846 124 470
split_gain=285.774 238.786 152.565 148.46 141.876 136.57 125.896 113.448 93.619 95.6926 83.9891 82.0638 80.7145 79.7247 79.0343 78.4386 76.7117 77.845 74.0804 73.5543 91.5321 86.3531 71.0119 66.9558 66.8957 110.713 66.3703 60.1733 56.7777 56.5438
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.56487967955244278 1.9142027959396961 -0.64966988391888181 -0.29258408639884992 0.37185795862114152 -0.67742393113063393 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.9048232315577729 1.0000000180025095e-35 1.0000000180025095e-35 0.70880289725806289 1.0000000180025095e-35 -3.2545899522946695 0.48683235233035432 1.0000000180025095e-35 -0.87473648844905705 1.5191488867762273 0.9594655836162902 2.250834115212506 -0.1792923271419434 1.0000000180025095e-35 1.0000000180025095e-35 1.0941628986121894 -0.33670276477111571 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 10 6 -1 -6 26 11 18 27 15 -4 16 -8 -2 23 -3 20 -11 22 28 -18 25 -9 -7 -10 -21 -16
right_child=14 3 13 -5 7 8 12 24 9 19 -12 -13 -14 -15 29 -17 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.5276150247012786e-05 0.002827122321430646 -0.0015739170649655928 6.648275615141937e-05 0.00059711643717888442 -0.00059996759719795111 8.4784583878828418e-05 -0.00031873696398566074 -0.0007067711997579422 -0.00029638678961618439 -4.2321012798204455e-05 -0.00041820371934894355 0.0022256824853138174 0.00064178874733123435 0.00058982167371784554 -0.00047081539447454762 0.00047606188342214068 -0.000644610995124032 -0.00088628185223233163 -0.00065637965388241719 -0.00016292760868762723 0.0015794057006378538 0.00028582528628648965 0.00056366265642784571 -0.00015983604686145355 0.00014019714033483433 7.702108809906478e-05 0.0011458594931776495 -0.00087746137895122593 -0.00060895161022247958 0.00032235372671894766
leaf_count=39009 142 7633 14255 4973 16110 10918 7497 10883 10917 2508 23678 250 15770 18684 5835 7034 21576 21910 8481 17251 1330 8293 2075 16670 23057 11020 1711 11921 15233 5307
internal_value=0 -0.0237988 0.0205187 -0.109647 -0.129672 -0.00827878 0.0609814 -0.0687906 -0.0666328 -0.0980812 -0.245021 -0.219146 0.159209 0.148505 -0.186502 0.0401572 -0.222433 -0.227735 -0.397684 -0.0466313 0.219149 -0.0723009 -0.119551 -0.169322 -0.0182159 -0.107045 0.0956909 -0.235375 -0.145919 -0.0177876
internal_count=361931 290491 184656 105835 100862 151717 69310 61070 82407 69778 39792 23088 30301 32939 71440 14531 60298 60156 16114 46690 3838 42852 34559 38246 44960 21903 12629 22838 32484 11142
shrinkage=0.00251636


Tree=426
num_leaves=31
num_cat=0
split_feature=785 728 1445 125 50 727 194 470 1469 464 830 471 219 1304 1470 789 519 723 706 200 50 470 1466 1154 747 927 921 821 746 885
split_gain=653.796 511.877 352.231 262.926 280.973 210.168 165.005 148.618 128.453 120.278 117.457 117.235 111.465 108.305 104.124 98.9257 99.466 140.063 98.213 88.4692 87.7069 88.4291 83.7311 77.4919 77.0928 73.9977 73.8016 72.5265 71.0989 70.3378
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.95652820086619317 1.0000000180025095e-35 0.70639586890216266 1.0000000180025095e-35 -0.79437849184306197 -1.2519738572323926 -1.2126727935954851 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 0.82104289547369691 -1.281871280663196 1.0000000180025095e-35 1.0000000180025095e-35 0.51364500316626394 1.0000000180025095e-35 0.34871943973277292 1.0483613175537825 0.62154522891879982 -1.0305144854359449 1.0000000180025095e-35 6.7447596507476248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 18 14 9 -6 -3 22 -9 -5 23 -2 16 -14 -18 -1 -15 21 -7 -10 -4 -8 -20 -12 -13 -21 -16
right_child=1 7 13 12 8 20 24 11 10 -11 26 27 15 19 29 -17 17 -19 25 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017156866177011278 -3.9041169648260169e-06 -0.00044476302518316652 -0.00043230363939174857 -0.00011127435771493563 0.00011750656813427081 -3.6099415713171563e-05 -0.00016049166992935504 -0.00023645054264608944 -0.00012810415945565927 -0.00024076172715031081 9.5552608881715862e-06 -0.00032354765135647081 9.8865035450267961e-05 -0.00032931286353681444 -0.00031838149086200383 -9.7693141355020342e-05 -0.00019954663389925578 0.00045544395549132862 5.0418783032204571e-05 -0.00020658739680357702 0.0003753282545696211 0.00029773838018627767 6.8528762315663033e-05 -0.00020831513930101992 3.4046842896365734e-05 0.00057656335824578405 0.00028909312437457263 -5.4028053897600775e-06 -3.1306286070049263e-05 0.0012843846565988269
leaf_count=6473 3927 22241 12020 7848 15030 3971 14156 34843 37525 26330 9908 3204 22034 7813 30125 5001 1044 4391 5339 13736 8442 4595 7202 11721 9605 739 3330 13317 15956 65
internal_value=0 -0.145126 -0.0946251 -0.0497406 -0.0976623 0.163869 -0.215473 -0.285636 -0.0182464 -0.385225 -0.0630493 -0.20739 0.0850339 -0.24251 -0.326134 0.132676 0.177722 0.406046 -0.0288207 -0.173944 0.308031 0.167481 -0.114455 -0.370352 -0.092166 0.141683 0.100029 -0.065757 -0.124577 -0.376964
internal_count=361931 332372 232437 171191 130873 29559 57878 99935 72995 48571 57965 51364 40318 61246 34117 32470 27469 5435 12551 37505 17008 8566 44727 23741 23761 6078 13238 16521 29692 30190
shrinkage=0.000829971


Tree=427
num_leaves=31
num_cat=0
split_feature=785 728 1307 516 727 852 896 136 470 608 464 471 706 1459 928 395 761 50 470 784 576 564 927 740 821 746 677 533 332 900
split_gain=813.02 551.96 400.097 336.021 232.017 211.258 183.445 171.473 156.8 134.218 127.935 116.946 111.153 108.683 102.316 93.8518 92.9598 90.0164 95.2827 89.85 85.1847 76.0102 76.778 75.9765 75.1395 72.3245 70.6946 71.7508 68.7629 68.4148
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6294210021612947 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 -0.43454379769620094 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 0.6775944799888084 -0.52992354128753727 1.0000000180025095e-35 2.3409658772999049 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 -0.64782611375555454 1.9546110090380651 1.0483613175537825 1.0000000180025095e-35 -1.0305144854359449 0.66766320980544069 1.0000000180025095e-35 1.0000000180025095e-35 1.6399250563363121 1.5919886587288357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 12 6 14 9 10 15 -3 -10 -1 16 -5 -2 20 18 -6 -7 -8 22 -14 25 -13 -4 27 -16 29 -9
right_child=1 8 23 5 17 19 13 28 11 -11 -12 24 21 -15 26 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019252370272056999 -0.00041292336868437658 -0.00045352237975778992 -0.00046863997506399647 0.00016579472721391922 -2.1153525524140371e-05 8.8690144701907865e-05 -0.00024516038582737099 -9.1245587312476008e-05 -0.0002440087456566897 -0.00012654041867625463 -0.0002493238991571511 -0.00033302209016798748 -1.8775191804051e-05 5.7040447253291392e-05 -0.00026001851666787368 -0.00019975991110330555 0.00027602660053762399 0.00038912598798080436 0.00031602827119594097 0.0003566331789613751 -9.3432002504069485e-05 0.00052105532802777083 0.00051044892106691169 -0.00020433508335951698 -1.7858712077401612e-05 -0.00015282602933584764 6.0485761222598032e-05 1.1472183581068436e-05 0.00026603328357821591 0.00020724593431299581
leaf_count=5567 14926 22241 12370 13023 3971 11702 15415 21052 34843 28840 26330 3204 5356 10657 5873 13399 1443 8442 4595 4167 37093 906 722 15625 13317 2923 14502 5614 1639 2174
internal_value=0 -0.158343 -0.106031 -0.0757743 0.184059 -0.00952477 -0.0440441 -0.182202 -0.303288 -0.250547 -0.40464 -0.22315 -0.0177961 -0.112346 0.0625428 -0.366419 -0.151123 0.334019 0.192464 0.198829 -0.166082 0.13755 0.058542 -0.353245 -0.0822292 -0.481054 -0.0109949 -0.138878 -0.0449832 -0.0753739
internal_count=361931 332372 232437 201519 29559 119489 103620 82030 99935 57165 48571 51364 12551 64608 39012 28325 53951 17008 8566 15869 52508 6984 6078 30918 16521 15293 25989 11487 24865 23226
shrinkage=0.00081302


Tree=428
num_leaves=31
num_cat=0
split_feature=65 1375 785 1148 1431 804 1469 50 194 1430 1436 789 1457 1467 727 1463 1466 323 519 21 1430 332 620 884 848 892 854 21 62 1154
split_gain=287.311 231.858 210.259 214.023 161.145 132.244 130.859 127.098 144.382 105.117 291.364 112.834 101.512 97.2933 91.8445 82.4819 82.4442 79.0455 79.0303 78.629 70.1624 64.5167 63.8827 63.4248 62.418 61.9921 60.5763 57.9715 57.7257 57.1828
threshold=0.77605621623814935 0.59806352348768188 -0.86283290253235112 0.85514867284464147 1.0099929608726099 0.45538871002063286 -1.161100960392466 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.339295830115254 2.6212945108504591 -1.1275738623161491 -0.11337658786490251 0.47080750042056613 0.52426357255304767 2.1420547332082829 -0.13431221002227373 1.0000000180025095e-35 1.0000000180025095e-35 -0.43590413231259101 1.0000000180025095e-35 -0.44380513905745034 0.59794297480505565 -0.87473648844905705 -0.70163543588998201 -0.37712515092315846 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 6 -5 19 8 28 10 23 13 16 18 -1 -7 25 20 22 -4 -9 -12 -11 -8 -24 -3 -16 -19 -2 -28
right_child=7 12 3 5 -6 15 9 17 -10 11 21 -13 -14 -15 26 -17 -18 27 -20 -21 -22 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00054876300057772327 -0.0012306137828678755 -0.00044933904069429531 0.00059462339057823541 7.0652758665597779e-05 -0.00045928219508949934 0.00030226811610113496 -0.00087592701033498718 -0.00055880788995171121 -0.00033056756972690143 0.00021580033497066691 -0.00026526011023243122 -0.00042603301179981788 0.00038766097205354162 0.0011203494303031422 0.0012026657591834029 0.00099546794156266149 6.0794995577571373e-06 0.00061956069140310926 0.00059217885601604956 -1.5471333580133783e-05 -0.00013344097633625958 0.00014905919379408199 0.00010398778283445062 -0.00033156036999394217 -0.00025293470894344509 -0.0009581466428746346 0.00018699263265359144 -9.6561284496861425e-05 -0.0006324111118939592 0.00067772862520760232
leaf_count=1774 12687 18422 8302 25645 26495 7047 18207 14806 25358 17528 13133 10172 2900 1504 1920 5419 6002 4004 4125 7004 22283 18925 16499 6324 23357 8660 9067 6512 9748 8102
internal_value=0 -0.0191005 0.00423359 -0.0170981 -0.0505648 0.121242 -0.0246601 -0.16532 -0.259633 -0.0479242 -0.121432 0.0023629 -0.189209 0.0350729 0.196122 0.288595 -0.227839 -0.0881087 0.0215944 0.149879 -0.136916 0.000293773 6.69504e-05 -0.328645 -0.0477039 -0.283806 0.235296 0.0806486 -0.43813 0.197057
internal_count=361931 266533 230549 209686 171575 38111 145080 95398 47793 129774 56589 73185 35984 63013 20863 12466 33084 47605 61509 15306 37089 32058 57384 24531 39856 27082 19089 10516 22435 17169
shrinkage=0.00210985


Tree=429
num_leaves=31
num_cat=0
split_feature=681 1464 391 1457 1237 556 869 797 1454 852 728 727 1431 395 614 1450 119 1452 729 1467 21 527 1457 1452 1307 401 1464 519 885 2
split_gain=284.036 232.917 221.291 159.828 147.281 134.129 122.603 108.796 94.3218 92.3894 88.0026 84.5597 83.951 77.4088 76.6066 71.0053 68.7322 64.044 60.6003 60.3524 64.5089 59.6928 59.2845 58.6978 58.5371 58.4075 57.919 57.8556 57.6052 59.6604
threshold=1.0000000180025095e-35 1.5993600128483978 1.0000000180025095e-35 0.68635126017805159 0.5723095224056084 -0.25787808658800115 -0.57653763495970078 0.63961785378869596 -0.12591398429191614 1.0000000180025095e-35 1.0000000180025095e-35 -1.1275738623161491 1.0000000180025095e-35 1.0000000180025095e-35 -1.3710115269326899 0.87081989481316024 1.0000000180025095e-35 0.15137389486705299 0.75637635299260908 -0.64269771874189019 -1.0798509198017876 0.86558768754863191 0.27908675490004514 0.039474337618497217 1.3390041783085433 0.66778437295061321 2.2441868864234924 2.1420547332082829 2.9080136987884808 -0.81528293214916059
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 10 27 9 23 18 16 -9 21 25 -5 17 -4 -10 -8 -16 -21 -7 26 -3 -14 -2 -17 -1 29 -11
right_child=13 8 5 14 -6 12 7 11 15 28 -12 -13 24 -15 19 22 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020112979355313204 -0.00097845297635656731 -0.00084311248298125853 -0.0002583328781166734 -0.00019692921816672268 -0.00048812381093796232 -0.00042726422825042193 -4.154920698582566e-05 0.00040271066415717004 1.2893181120001728e-05 -0.00032412688322017819 -0.0004816698092295653 -0.00056852108131574017 -0.00058089981987595647 -0.00033404828768888751 0.00077422956908484812 0.0025926626431893641 0.00020547221502452347 0.00073807145542721924 -0.00039568740960496934 0.0012775998430521937 0.00016931713025982392 0.00014235011727709886 0.00048786180699769818 0.00041260383049568057 -0.0012140638735085826 -0.00028178097561516697 0.0010606229077152213 0.0010024093037011095 -0.0010804986833830663 0.00029761664212598921
leaf_count=25892 17746 2394 14467 6452 21297 27558 40876 2406 5634 4588 14343 16728 16934 23388 7887 839 19280 5934 19223 1274 14298 5848 1852 1676 7347 4365 1482 2028 802 27093
internal_value=0 -0.0291859 -0.044943 -0.00360944 -0.0307845 -0.129734 -0.00741447 -0.0396641 0.189163 -0.00974008 -0.0456966 -0.186437 -0.206866 -0.228492 0.134945 0.25678 0.00987231 0.170659 -0.0609516 0.185199 0.111831 -0.136485 0.47769 -0.116972 -0.317418 -0.341215 0.687871 0.113809 0.0779384 0.0920207
internal_count=361931 316432 296621 190844 160933 105777 139636 111716 19811 92582 48090 19134 57687 45499 29911 15741 33747 11568 60099 23459 15572 33406 4173 4070 24281 22111 2321 27920 32483 31681
shrinkage=0.0023426


Tree=430
num_leaves=31
num_cat=0
split_feature=51 1423 785 728 852 1458 728 944 1450 1459 1302 1451 1430 1216 890 21 409 1431 512 917 784 578 1457 1462 1358 1450 878 677 1449 901
split_gain=277.946 243.516 182.53 180.395 143.914 122.847 95.3513 92.5605 90.5592 94.9159 84.123 74.9362 74.3291 79.3372 76.0175 74.2877 73.3543 71.7093 70.5576 67.6388 67.3063 67.0505 63.4116 89.8486 73.2663 62.0896 60.797 104.052 60.4132 60.0513
threshold=1.0111847875080273 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 0.20667703603638712 -0.49008176997875957 0.53713281317862982 -0.35262914890079794 2.387882385810475 1.0000000180025095e-35 0.3239183524675191 0.54622893720785959 2.3855481443271001 -0.71339486274837316 -2.7818205974049124 0.96281525827728831 1.0000000180025095e-35 1.0000000180025095e-35 -0.64035754648245924 0.9594655836162902 -0.87905496296652397 -0.49149927429923285 0.72194837801756251 2.291823752708289 2.0011579755392459 1.0000000180025095e-35 1.0000000180025095e-35 0.71251893840138358 -0.1262485892563345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 8 -1 -7 9 11 17 -4 13 14 -3 -10 29 25 19 -5 -6 -8 23 -13 -24 -2 27 -23 -16 -17
right_child=10 12 3 18 20 7 21 -9 15 -11 -12 22 -14 -15 28 16 -18 -19 -20 -21 -22 26 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00052285600000202012 -0.00026498247599127773 -0.00075290664695491002 -0.00039971509293519955 0.00021404415989149258 0.00026016635145049353 7.2440446895550829e-05 0.0012745506789523019 0.00060783498753831579 0.0026268615821721389 0.0024064785410909347 -0.0010596321053422263 -0.00090618040126834746 -1.8261504444376272e-05 -0.00098986354462316374 -0.00034092290823306445 0.00023167669170585784 -0.00054503952970032645 -0.00063391864138244338 -0.00052256342664524038 -0.00028661507634731057 0.00088774588827926785 -0.00042005538360302897 0.00028442867877649875 0.0013835490516486981 0.0026310443774211511 0.0009850016992440857 0.00074859934233156584 0.00064057263269089984 0.00032064539227394932 -0.00013592899587540518
leaf_count=2333 22909 14172 36527 10682 15173 28311 2553 10605 216 286 8092 2515 12843 8453 22544 26592 6227 22931 26429 28728 5160 3901 5235 512 311 1052 7694 4801 4424 19720
internal_value=0 -0.023846 0.00479614 -0.014339 0.0211967 -0.00422367 0.182895 0.0925078 -0.0450749 -0.115203 -0.201233 -0.123693 -0.153942 -0.197019 -0.156652 0.0140053 0.00821439 -0.167004 -0.119303 -0.0608027 0.177885 0.228665 0.0520703 -0.201564 0.180344 -0.0846098 0.181187 0.0660475 -0.0936793 0.0346126
internal_count=361931 306947 244511 223229 157390 137057 21282 38916 98141 45386 54984 45100 62436 49593 41140 52755 52539 46892 65839 39410 20333 18949 8573 3027 5546 23961 16396 8702 26968 46312
shrinkage=0.00239815


Tree=431
num_leaves=31
num_cat=0
split_feature=181 50 56 893 50 1470 789 64 785 126 651 938 1459 1148 561 263 115 188 21 395 21 1039 1459 1296 1462 809 1447 819 547 1450
split_gain=268.286 216.972 307.394 155.32 118.59 120.78 118.467 117.804 103.818 103.081 91.3972 84.0887 83.7084 81.748 79.4247 78.5089 77.5303 73.167 71.9083 71.5361 70.1707 66.3542 62.6814 62.4926 58.0857 57.7442 57.4111 55.8864 55.3192 54.0084
threshold=1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.6744786423712141 1.0000000180025095e-35 -1.319112866592808 1.1248358748350926 1.0148196801701652 -0.86283290253235112 1.0000000180025095e-35 1.1107569744011787 1.0000000180025095e-35 0.73871680408646412 1.9644670326249816 0.11349189460116553 1.6445160113075163 1.3947035982071894 1.0000000180025095e-35 -1.6471741456694959 0.66415532897360485 -3.2545899522946695 -0.48997763220428237 0.73871680408646412 1.0000000180025095e-35 2.5504260296193109 2.6372809947782678 -0.24955227496289575 1.0000000180025095e-35 1.0000000180025095e-35 1.2758925700186299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 -1 14 8 -4 13 16 21 15 18 -3 17 20 26 -10 22 -7 -6 -11 27 29 -8 -2 -19 -9 -22
right_child=12 6 3 -5 11 10 25 28 9 19 -12 -13 -14 -15 -16 -17 -18 23 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00027970695951666004 -0.0009009334200231723 0.00038697200501008536 0.00059972246708618951 -0.00050744408506130209 0.00031306712036245079 0.0028485682883902927 -0.00015649144718331152 -0.00012007565562877128 0.0012221037806703628 0.0002148731871399517 6.6265702304699371e-05 -0.00049439468962804726 1.9572432581745267e-05 0.00073965398297720674 3.1973582625228194e-05 0.0003130184626999346 -0.0014189942387763858 -0.00039862830563066492 -0.00014698738117312386 -0.00051092474028509272 -0.00072381911259959567 -0.00019690335267157064 0.00071302015771664169 4.5214768000757368e-05 0.0006088535187103761 -0.0011853231225381808 -0.00031967517428348305 -0.001169532933415798 -0.00085173695307945289 -3.5865024804472033e-06
leaf_count=3940 21984 37738 9349 14336 9644 96 7351 6153 913 30772 4516 12871 10855 2392 22445 2785 5362 22252 44850 2461 39684 15686 5973 6909 945 1429 6775 3606 4667 3192
internal_value=0 -0.0176637 -0.0530669 0.0127601 -0.155487 -0.229571 0.0813501 0.0365641 0.0578762 0.0358173 -0.264674 -0.0657515 -0.173174 -0.031331 0.113629 -0.207249 -0.299694 -0.227277 -0.0524836 0.109841 -0.269368 0.00334241 0.131574 -0.157846 -0.275741 -0.143772 -0.325244 -0.213724 -0.182756 -0.29056
internal_count=361931 286765 217802 121866 95936 57735 68963 107530 96710 87361 53795 38201 75166 48155 60183 64311 49279 61526 45763 39206 43917 25330 36745 32767 43821 8780 28759 25858 10820 42876
shrinkage=0.00228239


Tree=432
num_leaves=31
num_cat=0
split_feature=198 652 785 1221 332 464 1367 1361 710 1469 609 755 885 846 21 1455 566 1450 458 959 407 417 120 578 1431 1237 1290 484 728 954
split_gain=263.327 223.611 184.927 173.195 140.685 217.727 123.187 217.341 97.758 92.8073 92.6921 92.4019 88.6565 73.467 67.3548 77.3105 70.1654 68.7956 62.702 62.4554 63.9337 62.0641 60.794 60.146 58.826 56.1399 55.3081 55.1584 54.9061 60.3639
threshold=1.0000000180025095e-35 -0.55024281929118113 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.58490922807009926 -1.2673214316849539 0.34836266309945185 1.8349057301109672 1.0000000180025095e-35 0.27815439065979142 -0.89074317784588486 0.46304910557563933 2.0449780822036492 -0.62314278622779262 1.9901706508881272 -1.2907225086880219 -1.2965003005540392 2.924606770914282 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 0.5723095224056084 1.8124611990991408 0.83353984637554268 -0.49008176997875957 4.82202432461873
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 4 5 18 7 9 23 -1 14 13 -8 21 15 -6 -16 -17 28 -9 -21 24 26 -3 -2 -14 -5 -22 -4 -30
right_child=11 2 3 22 10 -7 12 19 -10 -11 -12 -13 25 -15 16 17 -18 -19 -20 20 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00061812110058396728 -0.00010342181915595247 0.0011866391501031608 -0.0002206145102279541 -0.00020416697074980802 -2.5970767500558835e-08 -5.5788528786701589e-05 7.4898424676189654e-05 -0.00031381799539960663 -0.00065596220879677398 -0.00059635324161153589 0.00026162527230179106 -0.0011269621958075759 0.00053347034699259728 -0.00079269289628620878 -0.00024530858100273699 -0.00067664424801338664 0.00046073122502143375 0.001356269131535593 0.00029968246770079824 -0.00042881937774594253 0.00053916770301922867 0.0030055936989356229 -0.00068052327849551261 0.00032532568055320885 -0.00058976129315136154 -0.00015502847563986875 -0.00071266690581169251 -0.00022633409245168719 -0.00094587963143650015 0.0016728964947934422
leaf_count=1496 17904 2038 4612 25022 7773 35400 26596 4964 2257 19730 23555 7969 25279 10653 38329 507 3496 2118 1534 2693 14760 145 21393 13211 11632 3336 7379 2556 23384 210
internal_value=0 -0.0219357 -0.0632545 -0.0844081 -0.0446902 -0.128359 0.0594061 -0.025973 0.134887 -0.206923 0.0128036 -0.206642 0.123784 -0.168672 -0.0407385 0.119733 -0.0779338 0.423785 -0.303558 0.0986963 0.145516 -0.11332 -0.193794 0.189918 -0.120896 0.199594 -0.136134 0.186255 -0.336159 -0.391232
internal_count=361931 313628 212218 194712 140918 65140 101410 46199 17506 21226 75778 48303 55211 40334 52223 10398 41825 2625 29740 24973 20009 29681 53794 15249 29536 28615 32401 17316 28206 23594
shrinkage=0.00232194


Tree=433
num_leaves=31
num_cat=0
split_feature=479 728 659 705 1020 1102 908 497 706 21 797 648 686 792 784 1188 854 723 519 485 667 1442 921 771 588 56 962 692 1430 1436
split_gain=253.634 230.241 184.256 153.435 132.118 128.532 115.325 113.825 112.82 97.3916 89.1834 85.853 83.5731 77.0797 81.5103 73.1785 70.3825 69.9749 77.5478 70.4827 66.1318 63.6402 67.7856 67.9186 62.2896 62.2156 60.9861 60.9049 59.0288 80.7687
threshold=1.6834386678921571 1.0000000180025095e-35 0.62821384419828064 0.89008618839080589 1.0000000180025095e-35 1.0000000180025095e-35 -1.5061803231157327 2.4192885550665473 2.0258146145105322 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 0.74125683352085103 1.0000000180025095e-35 0.9594655836162902 -1.0869325737804274 -0.87473648844905705 1.0000000180025095e-35 2.1420547332082829 1.1857153933476321 1.473346372007182 -1.2625182715263061 0.62154522891879982 2.1044043402245265 2.250834115212506 1.0000000180025095e-35 -0.38912969094538602 -1.4309184541119773 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 9 -5 10 12 -1 21 17 28 -7 -15 -10 -12 19 26 27 -2 -8 23 -23 -18 -4 -19 -11 29 -6
right_child=20 4 25 6 8 13 7 -9 15 11 16 -13 -14 14 -16 -17 24 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026699398565337724 -0.00041559371778519366 -0.00051807535901796607 -0.00051311521626368694 -0.0008587063424272184 -0.00068189073291801718 0.00046060849340196332 -0.00013947847312352848 0.0012893311667243302 0.0017364387337390568 -0.0005287776835364009 0.00098506369418642535 0.00011816327138041574 -0.00062053448851400145 -0.00012322632574911308 0.00041298600692633077 0.00024854174405287098 -0.00023502290358275063 -0.0002351689209242641 0.00039483292828193479 0.00063582672626440347 -0.0010632205852109135 0.00027962786766051181 0.00097821520248146275 0.00096836230480067977 0.00092996259873898883 -0.00011492741452942109 -0.0006411979983954679 5.7185600714404417e-05 8.8532932957725884e-05 -7.9199221810973199e-06
leaf_count=217 38402 40278 17245 2163 9336 16261 4224 2390 1047 6513 1271 26670 10688 17661 8581 2793 11714 21539 2645 3346 7084 17866 5138 3835 940 20055 17028 14477 20623 9901
internal_value=0 -0.022423 0.0123309 0.0394229 -0.119918 0.00178406 0.137038 0.156301 -0.0515491 -0.0457709 0.131607 -0.0498192 -0.0801736 0.0914606 0.0251935 0.308618 -0.00751203 -0.0927588 -0.148187 -0.00133453 -0.220221 0.192266 0.226354 0.175237 -0.0572164 -0.123436 -0.176197 -0.0494052 -0.0374765 -0.130469
internal_count=361931 316445 221779 184479 94666 134938 49541 47378 54388 92435 44988 92218 50548 42503 26242 3840 13925 65548 41212 24336 45486 31063 26839 21701 12654 37300 38567 20990 39860 19237
shrinkage=0.00227092


Tree=434
num_leaves=31
num_cat=0
split_feature=1371 1459 821 1444 50 56 795 1453 852 758 962 740 200 671 1454 1470 1055 705 1457 1459 1459 1459 1449 1460 1092 1458 1022 754 771 1085
split_gain=250.442 218.645 214.511 184.87 173.577 215.628 130.455 129.422 91.3865 84.7785 78.2354 78.153 75.879 75.6929 73.4818 70.3206 68.9591 68.7667 66.382 75.8593 84.8259 103.097 101.857 74.7875 65.3105 65.106 64.2658 62.7306 62.2899 61.7796
threshold=1.0000000180025095e-35 0.6997810996132513 -1.0305144854359449 0.61050815248025436 1.0000000180025095e-35 1.0000000180025095e-35 -0.29258408639884992 1.3493607039916962 1.0747610123934368 0.40801449795817329 1.3714217264408297 1.0000000180025095e-35 -0.97734522064874174 2.6425086185778714 -0.99563425846005404 -1.319112866592808 -0.69726048215905656 0.35900932482519943 1.4496650373183211 1.6998021173033007 1.0600172940573851 1.2659885913983882 1.3275098554043667 0.099810043912261961 3.5957525378519168 0.11800097897884852 0.67527595557081987 1.0000000180025095e-35 1.8821439160418587 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 15 8 9 17 10 27 12 -2 16 -3 -4 -8 -6 23 20 -20 22 -22 24 -16 -5 29 -1 -19 -17
right_child=11 14 3 25 6 -7 13 -9 -10 -11 -12 -13 -14 -15 18 26 -18 28 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00027393517055792488 -0.0010690058854425054 -0.0016422066556884413 0.00037569393347331028 -0.00049813104980344898 5.3955233484739153e-05 5.194872658163346e-05 0.00031356470642713978 0.00041691123176458323 0.00075966593238322572 -9.9915973329590423e-05 -0.00079462423869945599 -0.00022189516741281256 -0.0004357150317599704 -0.00068877887308185044 5.5511144318351192e-05 -0.00072808325436945587 -4.675442395099625e-05 0.00028225140954465906 0.00026293742170798481 0.00019871482964390819 0.0034014531618246579 0.00087245113074089066 -0.00067747635083010866 0.00042126118250626474 -0.0027364179620529196 -2.7425824342197865e-05 1.056718405402641e-05 -0.00084789072822816106 0.00086664638018053343 -0.00029971800482880156
leaf_count=25841 7191 398 1758 19971 18239 43034 10713 3987 5680 15825 15628 25022 16104 2281 28340 19174 36476 12816 1583 4087 494 1363 128 12369 138 7624 4502 5300 3841 12024
internal_value=0 -0.0181919 -0.0440831 -0.0119374 0.0124876 -0.064051 0.0719743 -0.165442 0.157767 -0.194987 -0.250292 -0.197441 -0.303982 0.00108837 0.109496 -0.206428 0.0191765 0.11752 0.116387 0.287656 0.505671 0.771271 1.40977 0.0813741 0.0214773 -0.186049 -0.23349 -0.186675 0.210103 -0.277708
internal_count=361931 313614 264714 198133 170538 80492 90046 66581 40576 62594 46769 48317 23295 49470 48900 37458 47189 34896 48502 7655 3568 1985 622 40847 28478 27595 35700 31141 16657 31198
shrinkage=0.00193927


Tree=435
num_leaves=31
num_cat=0
split_feature=785 728 576 1100 728 852 516 595 578 1445 470 539 896 928 1292 1367 689 527 257 784 464 746 1154 1368 766 21 1458 1193 21 1469
split_gain=609.604 490.704 330.301 234.845 204.052 202.504 154.928 140.369 126.774 125.51 110.802 107.869 106.089 115.274 104.596 138.978 99.685 97.1733 93.6795 91.9784 88.5899 81.1506 105.021 75.808 74.8598 74.585 73.0141 72.1898 70.9961 87.0279
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.64782611375555454 1.6293515030253838 -0.49008176997875957 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.6380901172106308 1.0000000180025095e-35 0.6695026854463163 -0.28794826445342053 -0.52992354128753727 1.0000000180025095e-35 1.0000000180025095e-35 -0.4288425582216272 0.86558768754863191 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.695011218147956 0.2439032738895319 2.1367841577049291 4.2386806022684906 -0.32341995197817647 -0.98013275004230149
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 5 -1 6 21 10 -6 11 20 17 13 -8 15 -10 -12 18 -2 -7 -3 22 -4 -23 -18 -16 -24 -9 29 -14
right_child=1 7 3 -5 8 19 12 27 14 -11 16 -13 28 -15 25 -17 24 -19 -20 -21 -22 23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00027266784287404523 -0.00034220249330993652 -0.00040246908140983192 -0.00033968914430888933 -0.00023194476274089246 0.0004859063323894238 7.9983553453458908e-05 0.00020144809253424636 -0.0004062237515173446 -0.000182731976802642 -0.00038603103347560467 5.2362521435806071e-06 6.6201728082691093e-06 0.00027993333738076569 7.0299285789543456e-06 0.0001228614763513773 0.00019032566664966373 0.00044335149378704395 -1.5119264557561095e-05 -0.00015327861543324659 0.00033948125072459862 -0.00020259093977545119 -0.00013227187038879852 -0.0001187452401093789 5.3954001115921969e-05 -0.00020642501825749837 0.00039489699752532866 0.00052788879881503713 0.00079756763315729309 -0.00011663937309590581 -3.6375287795888944e-05
leaf_count=3396 18347 17409 11451 20144 3407 14678 12981 20167 4994 11122 11398 10115 3180 25746 5588 6514 533 8027 19827 5064 20948 15359 11927 11088 29324 5660 494 156 21663 11224
internal_value=0 -0.132595 -0.0830149 -0.0353262 0.166501 -0.00972808 -0.0410708 -0.27107 0.222101 -0.214619 -0.231996 -0.177172 0.0153387 0.0869154 0.168439 0.0355798 -0.158262 -0.22535 -0.274098 0.175549 -0.328089 -0.133154 -0.229743 -0.0590028 -0.226779 0.302764 -0.10405 -0.461712 -0.0647964 0.0475861
internal_count=361931 332372 232437 164999 29559 144855 125113 99935 26163 67438 79612 56316 74794 38727 22756 11508 41255 46201 38174 19742 38357 50319 23872 26447 29857 11248 12421 20323 36067 14404
shrinkage=0.000850194


Tree=436
num_leaves=31
num_cat=0
split_feature=785 728 1235 194 50 728 194 407 921 1307 470 471 717 464 1160 1361 733 288 783 710 540 727 705 1470 507 597 519 1436 885 878
split_gain=731.567 523.776 358.922 274.548 244.032 232.041 221.134 158.471 151.715 148.093 142.32 124.178 122.77 115.651 112.264 120.299 108.196 103.813 103.753 99.5882 93.6943 92.8102 91.8625 85.6756 87.7771 82.5725 82.0325 77.7134 76.5851 73.9801
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.94625487755706195 1.5271592296785539 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -1.2965003005540392 1.0525743831388839 1.0485873544557924 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.81963839814873374 1.1155635910225459 1.8739714802800056 2.9110317759397999 1.0000000180025095e-35 0.63739639040394469 -1.1417127449306028 -0.65010344692030353 1.3592535390735871 2.1420547332082829 1.0000000180025095e-35 6.7447596507476248 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 9 4 6 -1 21 -6 16 23 13 -12 -10 -3 15 -7 19 -8 -14 26 22 -4 -5 -2 -25 28 -9 -19 29 -23
right_child=1 10 3 20 7 14 17 8 12 -11 11 -13 18 -15 -16 -17 -18 27 -20 -21 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028745203408799149 0.00011049702229490154 -0.00045709985306707546 -9.6149478459332108e-05 7.6106303393088531e-05 -0.00018714375079227345 -7.6637290268611276e-05 -0.00028711523253652666 -1.2812224764303769e-05 -0.00016174595163215031 -0.00031608711775473001 -0.00024704762311998028 -5.2034885954191781e-05 0.00020384809584188292 -0.00024819112866286078 0.00031863056265329714 0.0002536492482987333 -0.00016141550990414033 -0.00012122075278418027 0.00064203675605462702 0.00025221539080670657 -0.00045113911596431772 -0.0004652041652622938 0.00034602986746855682 -0.00030450058690346395 -9.8471064851239748e-05 -1.9544785388085138e-05 0.00030758948503972327 5.5731970507067064e-05 0.0013730439625419481 -0.00022631762590428396
leaf_count=3396 4211 22241 9157 7064 12856 6104 5652 39191 1986 27963 34843 16521 5760 26330 13520 6539 11364 12856 1921 5378 608 15840 6481 11296 22985 2548 2213 17397 65 7645
internal_value=0 -0.140361 -0.0892564 -0.0414513 -0.0690919 0.185833 -0.163615 0.00326595 0.0389291 -0.230986 -0.282727 -0.206192 0.262162 -0.380514 0.244701 0.11218 -0.000154458 -0.0610893 0.36761 0.0390123 0.209294 -0.303033 0.241861 -0.148805 -0.186099 -0.376866 0.0068205 -0.0181554 -0.426113 -0.435258
internal_count=361931 332372 232437 165982 151829 29559 71160 80669 67813 66455 99935 51364 9667 48571 26163 12643 58146 35905 7681 46782 14153 35255 13545 38492 34281 26098 41404 30253 23550 23485
shrinkage=0.000863971


Tree=437
num_leaves=31
num_cat=0
split_feature=785 728 548 125 188 727 921 470 1368 716 464 471 830 1470 852 706 614 1022 1430 547 665 791 1238 50 194 947 652 821 564 927
split_gain=694.065 530.595 368.715 286.858 292.883 213.386 172.741 143.896 138.909 126.032 114.248 114.214 106.643 104.779 103.275 99.8426 95.9832 94.218 94.807 87.3856 84.3418 84.1481 82.4688 79.5473 90.0969 78.0114 77.2772 73.1822 72.7929 72.6444
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.39849607246918939 1.0000000180025095e-35 1.0000000180025095e-35 0.75196294419854781 -1.2126727935954851 -0.22706799479215015 0.62672487627420737 -1.0625654336828987 1.0000000180025095e-35 1.0000000180025095e-35 1.4078093546699517 0.85652824257920523 1.0000000180025095e-35 0.75346069109806069 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98896428961744431 -1.0305144854359449 1.9546110090380651 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 13 15 8 10 26 12 -3 -9 -8 -2 -6 -1 25 18 -10 23 -15 -19 -16 24 -7 -4 -5 -13 29 -17
right_child=1 7 16 6 14 19 9 11 17 -11 -12 27 -14 20 22 28 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020070790631009208 -6.1323102047886926e-06 -0.00046308187216193675 -0.00044500525351712136 9.1733627951586452e-05 -0.00015527051944834989 -1.6713545366253141e-05 0.00014704469807577179 -0.00025108815139612156 -0.00020700601185585023 -0.00017165535799132137 -0.00025620708436726772 -0.00034501579795445566 0.00049568109415934133 -0.00038132769877779842 7.0279536984709109e-05 -2.8814104072997442e-05 -0.00015326214176569289 5.8800660431018012e-05 7.5206361666601911e-05 -0.00020671007670176574 -0.0001313248365719375 0.00028273538411287301 -0.00017578146543162059 0.00042765954996932978 0.00034455063369802071 -0.00022222493418424394 -0.00011175771481305947 -1.3054852040131436e-05 0.00053493951744279923 0.00052065363446371392
leaf_count=5567 3969 22241 13504 6332 17158 3458 8033 34843 7330 2488 26330 3204 3406 23956 20060 5356 27648 18393 7072 1040 6179 6061 5734 7843 4667 13721 41393 13317 906 722
internal_value=0 -0.148217 -0.0968008 -0.0552524 -0.156285 0.169814 0.0114968 -0.291093 -0.0221782 0.211765 -0.38902 -0.214216 0.295047 -0.322521 -0.0521707 -0.0241671 -0.263882 0.0627827 -0.0685829 0.314889 -0.373493 0.132762 0.0256451 0.351239 0.215316 -0.368799 -0.0967428 -0.074613 0.123683 0.0462353
internal_count=361931 332372 232437 177564 77056 29559 100508 99935 86581 13927 48571 51364 11439 34104 42952 12551 54873 38856 14402 17008 30135 24454 25794 15968 8125 27225 47725 16521 6984 6078
shrinkage=0.000863971


Tree=438
num_leaves=31
num_cat=0
split_feature=785 125 50 194 1362 471 712 1470 1469 747 203 519 1298 1361 181 728 150 957 56 728 1450 1357 1470 933 830 940 955 915 1307 622
split_gain=621.506 474.483 481.678 245.417 228.182 205.344 195.561 173.64 167.463 163.479 124.492 120.767 117.919 138.853 103.814 97.3144 96.6911 95.9828 88.5016 88.3833 86.6042 86.1398 85.9805 84.4809 83.2865 74.1914 73.3326 73.2577 66.0346 64.1779
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -1.319112866592808 -0.64180087851808076 0.34871943973277292 1.0605395091208547 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.79484543461230894 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.3264365022561064 1.0000000180025095e-35 -1.1417127449306028 0.68806224955729689 1.1506748530419184 1.0000000180025095e-35 -0.56067130660624642 -0.37098238659764726 1.6294210021612947 -0.58773923615899315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 8 26 -1 -2 21 25 18 16 13 -8 15 22 -7 24 19 -9 -21 -4 -6 -13 27 -5 -3 -10 -18 -11
right_child=1 5 4 9 14 11 12 10 17 29 -12 23 -14 -15 -16 -17 28 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00029963768026124681 3.9570463706961503e-05 1.9534524557567853e-05 0.00014723277929516647 -0.00020705220507137267 0.00020452271567799739 -0.00020308666337466911 -0.00012964618704603607 -0.00014859665193581284 -1.9598182128275343e-05 0.00018333401641690899 -0.00057772499966573349 0.00037638785682533399 0.00030913114949529877 0.00025241404940404624 -0.00036950745332811006 -0.0003020358191945139 0.0001031191031387163 -0.00031833641373448613 -6.3658430073820069e-05 -0.00045402895936198697 -6.4340316517421103e-05 -5.8741241749588561e-05 -0.0001317647560330355 -6.5588584646100137e-05 0.00012158262187435423 -0.00044610668523207875 -0.00017059112177171957 -0.00017585197210258705 -0.0002440992957429465 -8.9100186128994755e-05
leaf_count=3225 3656 10218 18359 25468 2839 5160 5918 6115 20130 3915 18089 6005 14167 6249 12371 14160 24130 7460 4288 32735 2719 11456 27247 1663 6580 7599 23624 23328 2280 10778
internal_value=0 -0.136496 -0.183397 -0.298815 -0.105903 0.00445936 0.165103 -0.401164 -0.0416194 -0.187975 -0.435886 0.0969815 0.217508 0.0759263 -0.21607 -0.169985 0.0414859 -0.109398 -0.375798 -0.411922 -0.461528 0.0798088 -0.106992 0.309144 -0.0787983 -0.279235 -0.119398 -0.112664 0.0864448 -0.0154944
internal_count=361931 332372 259292 115362 143930 73080 29559 67602 87313 47760 63946 39238 26334 12167 56617 44246 31570 57498 45857 41569 35454 29815 30086 7668 50038 33067 33842 43458 26410 14693
shrinkage=0.000910557


Tree=439
num_leaves=31
num_cat=0
split_feature=785 728 548 125 395 727 921 595 1368 716 21 529 783 470 665 136 1022 1430 889 1309 791 1022 1016 652 1160 1449 888 1193 395 1100
split_gain=648.098 473.38 347.194 259.06 262.214 193.891 166.684 149.926 139.557 132.85 120.147 118.909 114.682 99.6994 98.4896 93.8326 92.4211 89.5712 88.8472 88.6815 83.7536 81.5724 99.6551 80.2142 74.8173 74.7763 71.7908 70.3923 70.3082 69.8993
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.39849607246918939 -3.9164670491403295 1.0000000180025095e-35 1.1155635910225459 1.0000000180025095e-35 0.85652824257920523 0.29354126695391658 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.81883784246325297 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98896428961744431 0.68536004617275303 1.4497954797158366 1.0000000180025095e-35 4.2386806022684906 1.0000000180025095e-35 1.6293515030253838
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 14 18 8 10 23 12 -3 19 -8 28 24 -6 17 -10 -1 26 -18 22 -7 -5 -2 -13 -12 -9 -4 -15
right_child=1 7 13 6 15 21 9 27 16 -11 11 25 -14 29 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.3275412586245459e-05 -0.0003742324538230494 0.0010174052240144568 -0.00044526159267596366 9.8723672156507994e-05 -8.9269043604387857e-05 -3.6608187892727174e-05 0.00016649894330569243 -0.00042821175488503329 -0.00020380675866616039 -0.00018598099185814982 -0.00016408762128935342 -0.00034983158755053784 0.00057000069096070757 -0.00010558061857525808 -7.3403019630373799e-05 0.00010411597103154285 6.1566028911674961e-05 7.5885129221217639e-05 -0.00021222467193963461 2.5222539471612158e-05 0.00028914679435659829 0.00038762737114105157 0.00034837083040579878 -0.00011260902391968284 -0.00010875938817830541 5.0462895116784451e-05 -0.00041370409942523691 0.00080094972743709788 -0.00022401585574614895 -0.00035865768132238991
leaf_count=7707 23276 200 14089 6332 31625 4211 8915 20167 7330 2488 37625 26738 2524 22462 7471 10031 18393 7072 4844 7323 6061 8996 3801 41393 4653 1949 5777 156 12644 5678
internal_value=0 -0.139024 -0.0905081 -0.050215 -0.146494 0.168953 0.013177 -0.274758 -0.0199446 0.209804 -0.234359 -0.239865 0.295299 -0.253221 -0.298084 -0.0438473 0.0652538 -0.0650087 -0.016368 -0.178268 0.134548 0.307517 0.165499 -0.0947253 -0.365515 -0.363353 -0.219357 -0.47082 -0.365532 -0.168765
internal_count=361931 332372 232437 177564 77056 29559 100508 99935 86581 13927 79612 79412 11439 54873 35400 41656 38856 14402 12551 50725 24454 17008 8012 47725 27929 28687 43402 20323 26733 28140
shrinkage=0.000880039


Tree=440
num_leaves=31
num_cat=0
split_feature=548 43 859 843 921 723 1361 1367 923 792 1469 657 125 728 809 884 1453 457 271 784 1378 1097 815 1078 816 630 425 789 1449 583
split_gain=261.603 222.952 182.427 137.928 129.298 121.128 118.319 229.603 118.104 113.648 113.301 108.907 100.424 85.6284 79.6558 101.396 79.5206 72.6928 69.7101 69.1608 66.6264 64.3873 63.6865 63.4181 61.5879 60.0581 59.5454 63.6604 58.4074 57.019
threshold=1.6327850790471963 1.0000000180025095e-35 -0.54135187694831066 1.3195749512510251 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86449023226567734 1.0000000180025095e-35 -1.2987941639197651 0.72755686970153477 0.58518330826110332 -0.90320472132347296 1.0000000180025095e-35 1.0000000180025095e-35 1.1343281912642689 2.3716694046974869 0.97972484085949774 0.9594655836162902 0.29079056963915867 -0.34591097486072769 1.0000000180025095e-35 1.0000000180025095e-35 3.5381764998161844 -1.1590882836729854 -1.3727701358679509 1.1248358748350926 0.47799573524751798 -0.55326332990463356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 12 -6 7 10 -5 23 -4 13 20 29 15 -2 17 21 -9 -15 25 -3 -10 -8 -24 -1 -14 -28 -23 -11
right_child=14 16 3 8 5 -7 9 18 22 11 -12 -13 26 19 -16 -17 -18 -19 -20 -21 -22 28 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00058845927845603888 -0.0012195367162252128 -0.00059181034543719828 0.00055370351066534834 0.0011616368046862844 3.9581082132649043e-05 0.00098616765564704949 0.00026660864193791764 -1.5984944811193198e-05 -0.00017557515292410751 0.00091412917135656735 -0.0008388774274427983 -0.0007180493019103703 -0.00081343370142789061 -0.00035572850268027266 -0.00028162275960282127 -0.0004398199941540033 0.00019838910255737111 -0.00090292164752495976 -0.00078592434005714858 0.00012385361379934262 0.00030265254593960769 -0.0003095461313163184 0.00039177635189415128 -0.00027449719999339371 -0.0014245908172021307 -0.00015347273375089827 0.00058477559457160305 -0.0002631183270122735 0.00026438271289965615 5.2690132635084656e-05
leaf_count=2788 13101 19766 1347 2572 5174 7232 28315 31060 10730 2550 25325 7679 923 22451 22441 13222 5847 8524 3648 10218 11466 21488 11547 7026 389 39318 13427 2147 5458 4752
internal_value=0 -0.0251771 0.00100508 -0.0400491 0.0804056 0.27004 -0.067021 -0.143671 0.0985737 -0.0170352 -0.320371 -0.0836413 0.0446591 -0.0394951 -0.219326 -0.325514 -0.151154 -0.179961 -0.0370714 -0.0873199 -0.00247651 -0.146944 0.0501655 0.0742493 0.143991 -0.0444739 0.177413 0.204091 -0.0818163 0.158226
internal_count=361931 313167 252084 169609 82475 12406 144371 61380 25238 82991 26672 47650 70069 39971 48764 26323 61083 55236 34708 32669 53572 46712 22666 35341 11936 42106 16497 15574 26946 7302
shrinkage=0.00230201


Tree=441
num_leaves=31
num_cat=0
split_feature=785 263 50 56 747 728 728 1470 1357 1160 1361 747 1431 131 1469 21 651 871 497 269 519 933 752 269 662 713 1450 884 1361 1160
split_gain=863.733 528.538 504.532 291.938 261.517 254.634 241.708 201.871 192.386 160.333 178.759 137.248 132.3 126.781 110.538 100.27 96.9462 89.1753 87.8535 87.4928 86.0411 101.891 83.7582 83.4134 82.7795 82.2151 78.5292 79.1594 78.1713 99.09
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -1.319112866592808 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.34871943973277292 1.0000000180025095e-35 -0.97947116861403372 -0.64180087851808076 -3.2545899522946695 1.1107569744011787 1.0000000180025095e-35 1.7001250133015622 -0.36806838854686125 2.1420547332082829 0.68806224955729689 -1.0752335520519363 -1.2832447556410924 -0.58271687606615485 1.0000000180025095e-35 1.3264365022561064 0.66905551989196432 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 18 -1 8 -2 12 10 -7 17 14 -6 -4 -9 19 -5 -3 -17 22 -22 -15 -11 -8 -21 27 -27 29 -10
right_child=1 4 6 11 13 9 24 15 28 23 -12 -13 -14 20 -16 16 -18 -19 -20 25 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00040283795749119231 -0.0001342747250296714 -0.00030196654333024936 6.0594485521037445e-06 -0.00032065309711181388 -0.00024775613672609558 -0.00025562108214149276 -0.00020209949618852973 0.00068152850037283977 -0.00052775868177370739 -0.00017083391233012996 0.00010628260581389178 -0.0001869372121585814 -0.00024569401979003227 -0.00037830777174521817 -0.00016302991253284735 -0.00064162331902875222 -0.00029189705953330862 -0.00052463971276067213 -7.8262172380695347e-05 -0.00029941369325659883 0.00022370209641684377 -0.00023420031664069768 -4.4039469895272462e-05 0.00021348442386900443 -0.00038273772082182071 -0.00057102262309853134 -0.00022841368465779081 -0.00027900630831070031 -0.00024056487513003159 -0.00026668268138652865
leaf_count=3396 4071 25438 13453 26938 7781 6104 7974 140 7964 1419 6539 15965 24667 2101 24289 18162 5196 8240 4836 5511 4903 1370 20671 12101 37700 29023 2383 2618 23166 7812
internal_value=0 -0.352416 -0.396739 -0.506165 -0.198244 0.00339836 -0.319991 -0.609599 -0.267977 0.0682807 -0.0899177 -0.392198 -0.201513 -0.0920859 -0.130455 -0.645271 -0.650743 -0.469658 -0.340879 -0.680425 -0.0360297 0.161966 -0.0906879 0.220489 -0.451592 -0.626195 -0.669674 -0.701011 -0.382352 -0.500462
internal_count=361931 332372 265272 118247 67100 29559 147025 67104 101351 26163 12643 51143 62409 36826 37742 63033 62893 35178 30274 57697 29045 6273 22772 13520 45674 39535 34024 31641 38942 15776
shrinkage=0.000773033


Tree=442
num_leaves=31
num_cat=0
split_feature=134 785 652 728 1357 588 567 516 730 727 784 748 633 539 464 21 1362 513 706 733 125 654 945 188 746 773 784 982 1116 21
split_gain=259.512 213.669 201.193 153.148 121.14 112.758 105.336 112.455 99.2681 98.2343 96.5646 88.0156 87.8767 87.655 97.0785 74.933 74.2539 71.5342 67.2261 67.1566 61.1988 60.7755 59.8169 58.5334 75.9343 58.5569 58.4939 58.3513 57.4984 55.6934
threshold=1.35321484427453 -0.86283290253235112 -0.55024281929118113 1.0000000180025095e-35 1.3962008022525787 2.250834115212506 1.5352457586741972 1.0000000180025095e-35 -0.33215574005720661 1.0000000180025095e-35 0.9594655836162902 -0.55983428269634117 1.8033126324891879 1.0000000180025095e-35 1.0000000180025095e-35 -1.6471741456694959 1.0087403405179345 1.0454229551509682 1.5724059030450566 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 1.9181452473571214 1.0000000180025095e-35 1.0000000180025095e-35 0.36013728769783288 0.9594655836162902 3.5955928533842081 3.0978055213067548 -0.70163543588998201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 4 5 10 7 -3 17 18 15 -9 26 14 -2 -4 22 -7 -1 20 28 -12 23 24 -17 -25 -8 -21 -5 -16
right_child=13 2 3 19 -6 8 12 11 -10 -11 21 -13 -14 -15 29 16 -18 -19 -20 27 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016996845628666155 -0.0011169943017799993 -0.00020470551440674855 0.001112070584041809 -0.00054186284441217608 -0.00069911896006691777 0.00051035269018316533 -3.4483904020720368e-06 0.00051082638843347465 -0.00062052002911090775 0.00066863220259186782 0.00046718635470593094 3.1742041871071072e-05 0.0015742918345764676 -0.00027549515371363286 1.8091372085805194e-05 -0.00066139791113904625 -0.00062598130981772547 0.0018075527480794181 0.00087313560317434449 -0.0010225507580327565 -1.5330641899013906e-05 -0.00011203397154397639 -0.00083866090026420723 0.00015484814811612347 -9.3315116032250116e-05 -0.00025805941532169077 0.0012256605177630114 0.003802300685633165 0.0028050722295375344 -0.00068998070901168831
leaf_count=8584 18369 33441 1277 34062 11005 4389 3949 15800 1651 14828 11175 29315 2027 35087 6475 14187 12845 1269 1777 10573 9345 8677 3737 25412 16934 14285 1314 65 150 9927
internal_value=0 -0.0225375 -0.0416354 -0.0839358 -0.0467558 -0.0280157 0.0416984 0.0181193 0.207397 0.154387 -0.0463796 0.0832971 0.274168 -0.182185 -0.280476 -0.0774274 -0.0848759 0.323697 0.00868699 -0.192739 -0.156223 0.0821656 -0.0610342 -0.0478001 -0.121555 0.00190925 0.131063 -0.383475 -0.206579 -0.163795
internal_count=361931 292073 266884 181038 126843 115838 85846 78556 7309 25189 108529 45115 7290 69858 34771 88677 87400 5658 10361 54195 43557 19852 74555 70818 31121 39697 5263 10638 34212 16402
shrinkage=0.0025344


Tree=443
num_leaves=31
num_cat=0
split_feature=785 728 479 1354 519 872 728 1431 723 597 595 1467 578 805 714 791 962 21 970 735 809 1091 602 815 933 858 638 734 507 588
split_gain=725.219 526.625 373.975 315.529 237.307 233.829 205.611 185.008 160.775 160.153 140.707 130.41 120.761 111.432 110.392 115.308 109.915 103.749 100.917 97.5573 94.4001 95.2349 92.9534 145.451 85.4767 90.307 82.6351 82.3973 80.0908 78.5134
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6834386678921571 1.0000000180025095e-35 2.1420547332082829 0.85297537480346686 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.3592535390735871 1.0000000180025095e-35 2.6212945108504591 -0.87905496296652397 1.4663648571955066 1.0000000180025095e-35 1.0000000180025095e-35 0.78457125397875782 -3.9164670491403295 -0.25012360103839287 3.1554326354961759 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.68806224955729689 1.0825608069246189 -1.9689564536147179 3.0820683777490774 1.0941628986121894 0.71188872395471614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 -1 11 -6 27 13 14 -8 17 28 19 22 -3 26 -16 21 -17 23 -14 25 29 -19 -7 -2 -10
right_child=1 10 -4 -5 8 9 12 -9 24 -11 -12 -13 16 -15 15 20 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00025798639009641592 2.6993984475831277e-05 0.00092940031911392575 -0.00028768372591008313 -0.00020256729493045084 -0.00018549300763295696 -1.2089111309387797e-06 0.00045605937609978974 -0.00017036162331389646 0.00031191354501829203 0.00035651246505503373 -0.00039310516809484987 0.00034847270902441601 -0.00012579094417909347 -0.00044553185451544678 -0.00014107676957938103 -0.0003263525148897197 -9.0555437306068652e-05 0.0005994348273111698 -0.00026434949290253014 0.00041734931028600226 0.00014147087054812866 5.6736367956433796e-05 0.00031106917930610802 0.00026216867236672449 -1.619492060769624e-05 -0.00014116092074762738 -0.00013955412171443859 0.00032664268484850525 0.00037112884961866435 0.00071111817841618596
leaf_count=3396 15008 176 29168 40120 2447 23283 3407 46021 4997 4137 20323 2109 4439 7061 39700 3836 4311 367 35739 739 8826 3909 8662 5344 1970 822 36269 1996 1907 1442
internal_value=0 -0.155392 -0.104237 -0.076327 -0.0385486 -0.0617439 0.169147 -0.1027 0.221126 0.0961113 -0.297525 -0.043051 0.224495 -0.25862 -0.0579211 -0.101033 0.172457 -0.234642 -0.239745 -0.1597 0.0416327 -0.134722 0.237662 0.10656 0.331581 0.425276 -0.160666 0.033776 0.0848289 0.49876
internal_count=361931 332372 232437 203269 163149 151471 29559 122055 11678 29416 99935 76034 26163 79612 73925 57010 22756 72551 72375 40439 16571 7745 18445 9783 9231 7261 36636 25279 16915 6439
shrinkage=0.000808529


Tree=444
num_leaves=31
num_cat=0
split_feature=1100 800 516 789 746 726 1430 691 272 869 136 1430 1436 705 1298 788 858 21 909 1459 464 882 1469 678 906 639 900 771 705 1458
split_gain=256.432 218.899 195.755 131.61 151.633 175.773 119.881 119.653 107.347 100.334 91.0936 89.9541 115.593 89.1477 84.1109 76.6881 91.9737 76.0675 70.7467 64.8938 63.9794 63.5807 63.4284 62.3209 61.9852 61.1596 58.6656 56.5489 59.5613 55.828
threshold=1.6293515030253838 -0.57812715656594349 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.2559530761510429 1.6568181847307961 -0.57653763495970078 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.46179839519273613 1.0000000180025095e-35 0.38349571241217301 1.0825608069246189 -3.9164670491403295 2.6786836414808524 0.48248050583051222 0.66699641782368668 0.44470034393954044 -1.2555191570968998 6.0948733974029876 0.25269262780264673 0.35589618193648337 1.2843353117411589 1.8821439160418587 -0.46330323811509444 2.0019660229778804
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 4 5 18 14 10 11 -6 29 12 22 -8 20 16 -11 -9 -4 -17 23 -5 -1 -7 -15 -2 27 -13 -29 -3
right_child=25 2 3 21 9 6 13 17 -10 15 -12 26 -14 24 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00081914527079723855 -0.00043727044236061555 -0.00042144932252245623 0.0004332899263297011 -0.00057279679702401263 0.00064274899766171415 -0.0012291300480872039 -0.00039066711364333208 0.0028822438020538574 -0.00051352832165918764 9.5666189471277008e-05 5.5636402179941538e-05 0.00020606921846117024 0.00035184440085518176 0.00049969160335870991 -0.00016571708357826701 0.00022549749270482934 -0.00060950210412856042 -0.00069296871098778337 0.0030788056505337605 0.0010031623147743972 -2.1563015742313913e-05 0.00018815227858364145 -0.00050682697820207093 0.0024511690342425251 -0.00037293267730880277 -0.00096705732007272701 0.0010861315461512672 -0.00018821034811720408 0.00093312315982316859 0.00059232358945081223
leaf_count=1062 35154 47071 8757 17471 11711 13212 16008 137 6673 29058 22773 17195 14915 8153 6703 14596 6614 31920 278 3774 1956 3797 11048 119 3506 13783 3738 1550 7458 1741
internal_value=0 -0.0277195 -0.0579402 -0.00958533 0.0170953 -0.0690705 -0.124391 -0.134814 0.0796042 0.0810499 -0.085849 0.105868 0.0180385 -0.0361659 -0.263964 0.0423841 -0.0128834 -0.254986 0.201979 0.150917 -0.37511 -0.162174 -0.140653 -0.446973 0.0961391 -0.218982 0.181517 0.146914 0.27773 -0.144727
internal_count=361931 312994 249355 145713 124445 58692 49657 103642 63639 65753 71585 56966 27025 27667 21990 54042 35672 32057 9035 18370 15287 21268 12110 13331 11659 48937 29941 26203 9008 48812
shrinkage=0.00261971


Tree=445
num_leaves=31
num_cat=0
split_feature=614 785 263 50 56 938 747 727 652 758 548 1470 602 728 539 202 807 734 1453 50 470 1436 1430 54 200 651 728 1467 706 803
split_gain=697.581 546.766 437.364 377.304 209.04 196.614 182.434 181.069 158.84 157.699 157.629 140.898 139.757 114.482 110.416 107.886 107.095 100.462 97.0418 91.2662 88.8684 88.0733 93.6259 85.6723 83.6944 87.5598 95.374 83.0564 78.2791 77.4206
threshold=-1.0625654336828987 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.55024281929118113 0.67035965415697463 -0.40317080334297789 -1.3072861918153278 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.56345046278266753 1.0000000180025095e-35 1.968508212070009 1.0270461581008248 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.42445565733332025 -0.36829310061983322 1.1107569744011787 -0.49008176997875957 2.0465354844096653 0.62672487627420737 1.9682860324222273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 7 3 4 11 8 -4 28 27 -7 16 -3 14 -10 -12 21 18 24 -1 20 -9 22 -6 -8 -13 26 -26 29 -2 -5
right_child=1 2 6 5 15 9 23 19 13 -11 12 17 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00014250953965964279 -0.00017031494378380902 1.5585692511692387e-05 -9.1344786259443347e-05 3.4412498981419031e-05 -0.00034326081402723496 -0.00023126209602017264 1.1233920558695379e-05 -3.3166707795111672e-05 -2.6416991044982088e-05 8.5407634746885753e-05 -0.00060469271774830577 -0.00054498966061565328 -0.00023662784321331097 -0.00021978072507064256 -0.00032882009743295121 -0.00034924813760610292 -0.00032751262731112353 -1.7461094314113249e-05 0.0001861177016817549 0.00039436096503599676 0.00030940682635566637 -1.4809684676133192e-05 -5.2954426862378928e-05 0.00018195975067267624 -9.8068922827190949e-05 -2.198805878643668e-05 -0.00040108402065745807 0.00049891044723513454 0.00010620829866713081 0.00035226638990788875
leaf_count=21659 4711 3573 19238 22416 7540 28606 12597 3754 31047 5419 13239 10017 29593 13712 14275 6725 9373 2739 3017 7861 4382 17219 6305 18307 3988 2531 28228 1181 6534 2145
internal_value=0 -0.0775578 -0.110669 -0.159632 -0.269895 -0.0795883 0.0493177 0.185087 -0.0201289 -0.213089 -0.304047 -0.373861 -0.384601 -0.0948695 -0.523158 -0.158072 -0.191274 -0.412374 -0.118348 0.321551 0.175781 -0.110628 -0.239992 0.136842 -0.442628 -0.392893 -0.430294 0.103887 -0.00341997 0.0779489
internal_count=361931 270775 243533 193391 88865 104526 50142 27242 70501 34025 91156 51076 57107 44759 27514 37789 34049 47503 24676 15997 8136 31064 13845 30904 44764 34747 32216 25742 11245 24561
shrinkage=0.000830422


Tree=446
num_leaves=31
num_cat=0
split_feature=785 728 479 519 872 1431 728 728 804 1009 1467 595 470 533 1160 1361 1309 21 588 734 746 382 832 126 269 740 727 943 689 789
split_gain=799.422 553 396.455 330.097 316.598 236.965 230.382 221.957 202.211 199.071 181.635 154.703 134.895 198.433 126.793 146.494 125.363 122.686 121.161 116.504 107.412 102.643 84.5014 83.8944 76.7173 75.8434 75.2519 74.4846 73.7022 70.3014
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6834386678921571 2.1420547332082829 0.85297537480346686 1.0099929608726099 -0.90320472132347296 -0.49008176997875957 1.3537602816678871 1.0000000180025095e-35 2.6212945108504591 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.29878677988246938 -3.9164670491403295 0.71188872395471614 3.0820683777490774 1.0000000180025095e-35 1.0000000180025095e-35 -0.55570228183368064 1.0000000180025095e-35 -1.2832447556410924 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.4288425582216272 1.1248358748350926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 9 -5 -1 19 10 12 16 13 26 15 -9 17 -3 21 -6 25 29 -15 -14 -16 -19 -2 -4 -22 -8
right_child=1 11 27 6 8 -7 18 14 -10 -11 -12 -13 23 22 24 -17 -18 20 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00023014400844259054 -6.748997733082642e-05 0.00077158251994401215 -0.00018139843561532448 -0.00020416155910372901 -2.5354272217871245e-05 -0.0002491100974853537 0.00035768746610496585 -8.8319367806581557e-05 0.0002999809802925993 -0.00020480481747048564 0.00028464022307264674 -0.00035220708934558957 -6.9540002956234136e-05 5.8604734474183258e-05 -4.173108009160869e-05 0.00020556928483887873 -6.2316672865751429e-05 -0.00039662429579716247 0.00047945120233250073 0.00029074310402380887 -5.6370412062320948e-05 -8.3251784804890321e-06 -0.00010724900994689967 4.0415702543623156e-05 0.00029146650607774172 -0.00022881644735005128 -0.00028767694751624196 -0.00034655179408172351 -0.00021136814538577823 -5.9244677724736781e-05
leaf_count=3396 4723 199 14932 3033 29101 22871 3798 6104 4673 25395 2815 20323 29938 9288 1419 6539 13914 14425 2412 2263 9378 4054 17045 23032 12101 16711 17953 14236 24985 875
internal_value=0 -0.162847 -0.110501 -0.0817722 -0.106287 -0.148887 0.19771 0.177126 0.0614994 -0.11656 -0.0796467 -0.307784 -0.0944065 -0.177712 0.234485 0.0941653 -0.266996 -0.311025 0.318774 0.000178919 -0.317782 0.212847 -0.0661166 -0.0283992 0.366126 -0.423582 -0.341673 -0.368202 -0.238292 0.401737
internal_count=361931 332372 232437 203269 189097 153060 14172 29559 36037 130189 104794 99935 101979 49009 26163 12643 79612 65698 11139 31364 65499 8727 26333 52970 13520 31136 22676 29168 34363 4673
shrinkage=0.000698968


Tree=447
num_leaves=31
num_cat=0
split_feature=545 1442 1030 705 871 21 785 1469 852 200 1445 543 990 727 1459 1450 1454 1452 1465 1461 710 1466 541 728 1461 21 921 993 60 930
split_gain=259.114 198.627 187.705 173.362 146.485 158.565 144.127 126.855 115.408 113.519 112.587 104.981 93.3167 87.9987 85.566 81.5295 78.8699 73.5487 93.1177 72.8844 72.0181 71.2065 67.8618 67.7397 65.1488 64.5881 62.8791 62.0303 61.8527 61.3566
threshold=-1.0372938969678034 -1.2625182715263061 0.99422031274767553 1.3183739815888758 2.4008401756919917 -0.32341995197817647 -0.86283290253235112 -1.1256941366283033 -0.22706799479215015 -0.67281916063428748 1.6380901172106308 1.0000000180025095e-35 1.09266583130301 -0.682906484622256 0.4112809844690079 -0.34557539116087493 3.8331818028246452 -0.12401946641855496 -0.51322729858334903 1.4098417307792441 1.9207401787728819 0.45502499280034486 -0.55676187874653171 -0.49008176997875957 -0.3640729456269281 -0.89074317784588486 1.0525743831388839 -0.89727091510114898 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 10 3 4 5 7 13 -3 23 -9 19 14 15 -7 16 -10 22 28 20 24 -19 -4 -1 29 -2 -23 -14 -5 -11 -8
right_child=1 2 21 27 -6 6 8 9 12 17 -12 -13 26 -15 -16 -17 -18 18 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019183585034009015 -0.00017034569297427464 0.0007898588955030497 -0.00053324140980883145 0.0013622489062075464 -0.00087170832168701634 -0.00086530782541364103 0.0007927521420401241 -0.00031741026888766101 -0.00026317049613665646 0.00059148686759136627 -0.00081446061938177908 -0.00087527384985520767 0.00020909363262392534 0.00050431037883639758 1.2216926866247159e-05 9.0062559584619045e-05 0.0019328096980989978 -0.00070760215036395056 0.00032943326652151245 0.00064515522196522475 0.0012580041463392351 0.0010623324133225416 -0.00058450481615295383 -0.00045583593852651397 -0.00090822113108300097 -0.0002094131576659404 0.001112296957906816 0.00043930210403177715 -0.00034258598721713406 -0.00028436557964038085
leaf_count=21326 20516 8511 24424 1952 5727 1244 2049 10986 31042 16302 14673 14850 7373 13497 18094 32246 324 4842 8646 2379 472 1415 39465 30217 4390 4245 2203 13398 2082 3041
internal_value=0 -0.0177441 0.00516665 0.0265684 0.00814941 0.0175476 -0.0228993 0.113914 -0.0496835 0.0653855 -0.164595 -0.160084 -0.00405404 0.164892 -0.12902 -0.033487 -0.173955 0.123551 0.00888701 -0.0847543 -0.214609 -0.166571 -0.181488 -0.15054 -0.122112 0.0539182 0.17957 0.233836 0.207909 0.0628608
internal_count=361931 267872 225914 195830 180480 174753 122912 51841 108171 43330 41958 94059 72864 14741 79209 63288 61115 32344 13960 27285 5314 30084 60791 35307 24906 5660 9576 15350 18384 5090
shrinkage=0.00238438


Tree=448
num_leaves=31
num_cat=0
split_feature=1423 1426 1458 50 194 789 1453 970 519 785 1361 131 705 461 1467 746 747 982 872 419 878 1093 1423 62 804 740 1097 1463 846 1465
split_gain=251.998 220.717 141.872 141.674 264.958 128.077 126.521 130.431 92.2984 93.3139 88.1939 88.0054 83.7734 81.3993 79.0364 78.209 70.0812 65.362 64.1854 63.7351 63.6479 66.7669 63.5238 60.0141 59.0852 54.1139 53.794 53.3932 52.3002 52.2708
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.8460070869938618 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.9142027959396961 -0.33482593523350052 2.1420547332082829 -0.86283290253235112 0.55035703183932794 -0.37314326152536875 0.84297453113901832 1.0000000180025095e-35 1.4788072840855835 1.0000000180025095e-35 0.34871943973277292 3.5955928533842081 0.85297537480346686 -0.83202065260420666 1.0000000180025095e-35 1.0000000180025095e-35 2.2885552421444864 -0.97978507835213413 0.45538871002063286 1.6535846841559774 -0.95342879297703587 0.49140614438290092 0.50488296672493849 -0.40063595989598516
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 20 8 7 23 9 -5 11 -2 19 27 17 -13 29 18 -15 -9 21 -1 -17 -3 -20 -7 -14 -11 -21 -6
right_child=10 6 -4 5 16 25 -8 12 -10 13 -12 15 26 14 -16 22 -18 -19 24 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00068932411919754046 -0.0010734650809296321 -0.00054676582806090603 0.00089230572721651729 0.00093312572271023338 -0.00045119959220599654 -0.00018823792617289563 0.00070472795717602165 -0.0013575094957652334 0.0010896811827041291 -0.00023962764164804398 -6.1916754734286537e-05 -0.00085942237850339311 -0.00094889594476152666 0.00012139311629526959 0.0014716291768207849 2.6062864249568777e-05 0.00044867619395307795 0.0043881804267762057 0.00038005277154113521 -0.00048126983446260859 -0.00031747881177828391 -0.0016131774588459406 -0.0010311740846028414 6.093428714430563e-05 0.0016843841204920447 -0.0012349044253439647 0.00021432904544428549 0.00044721670773133286 -0.0011165997224871402 0.00014964545564747291
leaf_count=15161 24160 12300 8284 7331 11529 8484 4955 9057 5388 25256 14966 17251 3137 29479 2500 14834 16001 147 4190 27642 12711 8301 3652 29869 2089 2944 7425 6130 10302 16456
internal_value=0 -0.0188828 0.0241457 0.0103384 -0.0598649 0.0628159 -0.10235 -0.121173 0.0910626 0.0718209 -0.168644 -0.211582 -0.193646 0.0480305 0.111593 -0.144201 0.0380136 0.086159 0.0800472 -0.237756 -0.224428 -0.306974 -0.0519387 -0.0300422 0.262384 -0.143229 -0.0209976 -0.0310462 -0.198323 -0.0289006
internal_count=361931 287068 182381 174097 80159 93938 104687 99732 82510 77122 74863 59897 57563 69791 38405 35737 43986 35905 35758 47001 36173 23462 18486 42169 6279 11428 10562 31386 37944 27985
shrinkage=0.00321514


Tree=449
num_leaves=31
num_cat=0
split_feature=785 67 470 464 1235 727 705 941 728 959 713 21 341 804 1287 497 1022 1154 728 706 1455 21 1469 1464 962 21 487 585 564 927
split_gain=664.686 513.002 402.389 358.793 225.538 204.889 168.357 159.337 146.24 132.707 117.655 112.132 111.321 110.78 109.397 103.966 92.2989 154.541 92.095 90.9898 85.9641 84.6603 84.5519 91.3477 84.5448 83.9269 79.8207 79.3482 75.3219 75.3767
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 1.0000000180025095e-35 0.84297453113901832 1.9607587081991176 1.0000000180025095e-35 -0.98621059485438678 1.0000000180025095e-35 -2.7818205974049124 1.6369401821412268 1.3537602816678871 1.1763035833334732 2.2841970610333457 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 0.80851755981579754 -2.7818205974049124 -1.3184646215665221 0.78747851929205981 0.78457125397875782 -0.89074317784588486 0.055091597408409507 1.0000000180025095e-35 1.9546110090380651 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 9 20 19 12 8 14 -2 -11 -5 22 -12 16 27 17 -3 26 -1 21 -4 -6 -24 -7 -22 -13 -8 29 -21
right_child=1 7 4 11 6 24 15 -9 -10 10 13 18 -14 -15 -16 -17 -18 -19 -20 28 25 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017511303235311131 -0.00052135556533959354 -0.00024546504066530413 0.00084387964122004274 0.00088701035972811267 0.00019694718149741209 0.00026652468612304447 -0.0001090287824981221 0.00020563747059108628 -0.00014716485387621914 -8.1477690210664413e-05 -0.00038596276650421687 -6.2901939381954981e-05 -0.0002678184801009577 -3.6518843075983122e-05 0.00012678567465893365 0.00037147689875371314 1.3564839674826175e-05 -3.4715553198652185e-06 -0.00026599800546560359 -4.1260781224470763e-05 0.00024748733306184472 -0.00024747570469769065 -0.00011545653957486373 6.6794555956945802e-05 -9.025691568119107e-06 -0.0001670264395995789 -0.00021153854227226723 9.6688747264944455e-05 0.0004517936810135011 0.00044065355820964116
leaf_count=5567 15556 12362 130 189 2147 14134 6603 5528 27439 5583 29009 22235 9428 2657 10107 1837 32436 13488 18024 5356 1791 34433 44933 7095 2874 3694 15305 10363 906 722
internal_value=0 -0.158321 -0.218025 -0.324844 -0.140028 0.152875 -0.082842 -0.0401148 -0.0607281 -0.480876 -0.410605 -0.212026 -0.135881 -0.470861 -0.0142368 0.0768956 -0.0488186 -0.144279 -0.218769 -0.0370436 -0.281317 -0.324598 -0.102652 -0.120346 0.295215 -0.0343686 -0.162583 0.0272834 0.104035 0.0253204
internal_count=361931 332372 231012 108558 122454 29559 82406 101360 95832 52805 37249 55753 63603 31666 68393 18803 58286 25850 55564 12551 40048 34563 54175 52028 17008 5485 37540 16966 6984 6078
shrinkage=0.000743015


Tree=450
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 809 815 938 727 747 713 652 728 21 729 651 1298 50 470 1430 150 43 796 964 1455 54 1467 870 578 1160
split_gain=636.577 467.255 428.83 372.476 232.209 177.287 211.956 176.547 174.58 170.76 169.189 163.666 153.385 118.812 112.061 101.077 99.0643 93.2535 92.4021 92.0065 91.9623 91.2732 91.1822 88.9605 87.2167 84.0144 80.6715 80.4883 80.2096 78.3796
threshold=-1.07329023030195 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.55024281929118113 -0.49008176997875957 -0.70163543588998201 0.75637635299260908 1.1107569744011787 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.83471688016631596 1.0000000180025095e-35 -0.75739456769098112 0.80745641784395206 0.72809816964645935 -0.42445565733332025 1.9986304589459656 0.49572263838466013 -0.87905496296652397 0.68536004617275303
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 4 12 6 -1 11 28 -4 -9 26 -3 27 -13 23 19 18 -10 -6 -11 -18 -22 29 -8 -24 -5 -7 -2 -14
right_child=1 2 9 7 16 13 24 10 17 20 -12 14 15 -15 -16 -17 21 -19 -20 -21 22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0004495663832266855 0.00025728146609339873 -7.1607481056481793e-05 -6.9366094967031051e-05 5.2187501593796663e-05 -0.00028999204614415256 -0.00010760458884736233 -0.00023891227853271017 8.2922991583391599e-05 -4.5399892686032201e-05 -0.00011217235514316083 -0.00018188530621897643 -2.2156812331762752e-05 -0.00038599218327184826 -0.00019756738927850418 -0.00017366853220125562 -5.7055736866167383e-05 4.4651411030934061e-06 0.00029716497879401035 0.00023077176254318008 -7.7479754640516358e-05 0.00025080557377028177 -0.0002262647089272758 -2.4590840862083321e-05 -0.00015327589260502405 1.8258828183718795e-05 0.0001374212085314734 0.00038880088174058459 0.00011047228677301833 -5.5243612491192529e-05 -0.0001734806202265726
leaf_count=17016 1535 8132 19210 24842 8864 14389 17958 5267 3867 3640 28144 30970 28999 32608 14055 3399 16506 8153 4501 7870 5960 4479 8508 5903 3328 13048 1232 4709 10257 4582
internal_value=0 -0.0766931 -0.107816 -0.156538 -0.266324 -0.295029 -0.428656 -0.0768019 0.161918 0.0503147 -0.205249 -0.0210378 -0.376035 -0.216762 -0.0968918 -0.43763 -0.148091 0.294822 0.148943 -0.274869 0.134463 -0.0574003 0.170152 -0.475689 -0.29239 0.112348 0.104505 -0.0791915 -0.01902 -0.529013
internal_count=361931 271923 243610 193244 88734 90008 38302 104510 28313 50366 33411 71099 51015 51706 45025 42883 37719 16521 8368 16734 31156 20985 27516 39484 21286 21556 26074 19098 11792 33581
shrinkage=0.000663977


Tree=451
num_leaves=31
num_cat=0
split_feature=184 1445 617 1465 125 50 846 815 1154 785 471 878 1298 885 1154 405 803 250 200 1470 21 747 1237 284 1469 56 795 1124 1469 1023
split_gain=254.105 157.199 154.576 138.434 139.549 166.262 125.848 117.179 115.935 114.531 105.021 102.458 96.5831 88.1693 83.6881 83.5136 75.9459 75.3347 77.4261 75.0363 73.9112 76.1187 65.8121 65.5373 62.1656 61.649 60.4501 61.1033 59.7391 61.25
threshold=1.0000000180025095e-35 1.6380901172106308 1.6614250791469047 3.116712650924125 0.58518330826110332 1.0000000180025095e-35 0.29736867676700723 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.93081268283970298 1.6473864309851525 1.0000000180025095e-35 2.9080136987884808 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 2.3830609921859591 -0.97734522064874174 -1.3664195657027294 -0.70163543588998201 1.0000000180025095e-35 0.5723095224056084 -1.2278340324450989 -1.2673214316849539 1.0000000180025095e-35 -0.29258408639884992 4.2367591710428538 -1.1374964112163577 7.4366709976304533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 12 7 8 24 -7 -6 13 14 19 28 25 20 18 -9 -12 -11 -22 -23 -21 -2 -14 27 -20 -1 -30
right_child=2 -3 -4 -5 10 9 -8 17 -10 16 11 -13 15 -15 -16 -17 -18 -19 26 23 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.8264300940882706e-05 0.00063717256410056658 -0.00046953956712722939 -0.0008338414437721528 0.0010233072189248344 -0.00039341993726124235 0.00072232663449449603 -0.00060512803062571987 -0.00029545001500010223 -0.00013209851644181483 0.00030496170337339829 -0.0029605873418748212 -0.0006233185888371844 -0.00024995046066712492 -0.000969360953936811 -0.00021463950674031868 -0.00092314342811555957 0.00071774735486480163 -0.001099220213727531 0.00044599748507452076 -0.00058445955926164498 -0.00037124515410769311 0.00010748417579018141 -0.00075730503419438474 0.00051887948558444416 -0.00087975029299682862 0.00024670594914492336 -1.5612505259147685e-06 0.0047783672100939669 -0.00099730854726614465 0.0042354042026520374
leaf_count=2234 866 25408 23392 3613 6678 6840 27360 13411 22212 16326 171 2666 16794 1090 13680 4222 3718 2095 13509 1760 22370 29710 3083 34565 17313 13665 16107 79 16946 48
internal_value=0 -0.00484444 -0.12691 0.0131076 0.00507023 -0.0288793 -0.0970488 -0.0571273 -0.151362 0.0314276 0.0990724 0.134927 -0.114697 0.161612 -0.209212 -0.0376222 0.00716384 0.0133994 0.0303029 0.178833 -0.00903085 -0.0446189 0.0152396 0.184954 -0.305192 -0.00213919 0.0850943 0.185064 -0.321157 -0.377622
internal_count=361931 225587 136344 200179 196566 149636 112952 85592 40391 82047 46930 40252 67589 37586 32908 34681 75207 45201 43106 36496 71489 55163 32793 36325 18179 30459 29695 13588 19228 16994
shrinkage=0.00256494


Tree=452
num_leaves=31
num_cat=0
split_feature=785 728 617 125 50 727 1028 595 804 1470 519 126 21 1466 1309 852 690 746 941 706 1022 1016 933 564 1147 21 1451 927 689 205
split_gain=737.404 554.579 368.024 299.53 320.289 217.706 193.845 143.388 138.433 137.024 131.404 126.762 124.266 121.37 118.477 108.312 107.307 104.425 101.606 97.9577 87.6874 108.077 87.2141 79.9722 78.3133 78.0328 77.1821 76.626 75.8537 75.2067
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.96688480048775205 1.0000000180025095e-35 1.3537602816678871 -1.2126727935954851 2.1420547332082829 1.0000000180025095e-35 -3.9164670491403295 0.74365544056729793 0.29878677988246938 -0.22706799479215015 -0.88134955212268051 1.0000000180025095e-35 0.85078777678020689 0.62672487627420737 1.0000000180025095e-35 1.0000000180025095e-35 0.68806224955729689 1.9546110090380651 1.0000000180025095e-35 -3.2545899522946695 0.34500621528061176 1.0483613175537825 -0.4288425582216272 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 9 19 -5 12 10 -2 11 24 -3 15 17 -6 -12 -14 -10 -1 21 -7 -18 27 -8 -11 -15 -21 -19 -17
right_child=1 7 -4 6 13 20 8 -9 18 25 16 -13 14 26 -16 29 22 28 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014353703250573059 -7.0190828263050644e-06 0.00069892090862337761 -0.00021464269045728607 -0.00010039835373971777 -0.00015526424647079523 -3.025568999172552e-05 -4.1312797598759561e-05 -0.00030229639078970894 8.5492877618904877e-05 0.0009467671289772932 -0.00017547944983934118 3.6790405215747741e-05 -0.0002561830655869154 -8.0234663575566143e-06 -6.0963216154010481e-05 -7.7085437931701128e-05 0.00022477535051531065 -4.6973195206458405e-05 0.00038695872776109994 -2.8053523560854749e-05 0.00027402180797357162 0.00024665362334646011 -6.2969280061921895e-05 0.00038667120521522778 -0.000189275579339333 -0.00024415068352419596 0.00024690005043364151 0.00036990965058856417 -0.00018429542951182277 6.0063244146063525e-05
leaf_count=5567 4840 200 30424 29942 16047 4211 28234 20323 5726 64 1492 30442 31136 4200 13913 15889 7124 9378 1982 5356 8996 3801 1758 906 7315 34648 2895 722 24985 9415
internal_value=0 -0.160856 -0.108343 -0.0800562 -0.177117 0.166409 -0.0155185 -0.30624 0.0297201 -0.338317 0.00388369 -0.0295636 -0.267028 -0.0730725 -0.272531 -0.11694 0.201095 -0.315691 0.272848 -0.0293957 0.312591 0.165583 0.277063 0.116801 -0.112329 -0.39429 0.165321 0.035562 -0.237258 -0.036745
internal_count=361931 332372 232437 202013 87998 29559 114015 99935 84073 39552 76365 65991 79612 48446 79412 41351 10374 65499 7708 12551 17008 8012 8882 6984 35549 34712 7095 6078 34363 25304
shrinkage=0.000609531


Tree=453
num_leaves=31
num_cat=0
split_feature=785 728 479 519 872 727 871 723 1467 1091 1154 804 595 612 588 56 188 889 734 1028 755 382 1104 21 962 727 567 1047 829 125
split_gain=662.242 499.663 344.333 256.753 259.195 218.454 198.561 193.499 166.746 159.756 223.918 152.203 138.649 111.051 109.163 103.05 109.778 97.3424 97.2834 96.76 83.4953 83.3367 80.2058 84.2165 80.072 79.4695 79.3631 69.5616 85.616 69.4722
threshold=-0.86283290253235112 1.0000000180025095e-35 1.388869425783259 2.1420547332082829 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.6212945108504591 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.0820683777490774 -1.271019091203941 1.8349057301109672 1.0000000180025095e-35 -0.41466901195270384 -0.70163543588998201 0.78457125397875782 1.0000000180025095e-35 1.7811711699895054 2.3738149868247693 4.3216852530764838 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 17 8 -5 9 10 19 18 13 15 21 16 -3 -1 -6 -2 29 -9 -11 -24 -7 -21 -17 -14 -29 -4
right_child=1 12 20 7 11 24 -8 14 -10 22 -12 -13 27 -15 -16 26 -18 -19 -20 25 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00010657904921424438 -0.00074953339162478591 -0.00047553690703095299 -0.00033690139871419726 -0.00025809695330335268 -6.4272196555607399e-06 0.00037669537894833985 -0.00027906532432874561 0.0003824077311208663 0.00036770874575336245 -0.0001194275772503832 -6.1178310440894958e-05 0.00039742584555915966 -0.00048139942613871403 -0.00046236248662059328 0.00066305890634904584 -0.00015138260303055031 -0.00019742062934513847 -0.00024791128520920968 0.00040488178856202048 -2.7361875975624232e-05 -0.00045244098322434919 7.1117786903317538e-06 0.00020353331288946842 -1.7689786066236773e-05 2.3723392395840796e-05 -0.00036138240138608641 0.00028454507895082427 -0.00013818161084923076 0.0018667166798032302 -0.00012815860571035006
leaf_count=7707 3457 14021 14692 2786 27188 14134 27298 4392 3004 21998 27248 4564 19629 10255 2273 35679 17959 4844 2191 3964 11399 3828 8437 30126 2874 16739 1698 612 82 16853
internal_value=0 -0.133587 -0.083647 -0.0493206 -0.0718476 0.17747 -0.1122 0.205499 -0.0771718 -0.0906952 -0.181019 0.0844564 -0.273098 -0.234363 0.318876 -0.204766 -0.306079 -0.0193861 0.0284859 -0.349296 -0.27359 0.215284 -0.0236761 0.0300102 0.324131 -0.299452 -0.131932 -0.462437 0.248043 -0.219135
internal_count=361931 332372 232437 189493 176214 29559 142271 13279 114973 111969 51408 33943 99935 79612 10493 69357 31980 12551 29379 24160 42944 8220 60561 38563 17008 20703 37377 20323 694 31545
shrinkage=0.000976605


Tree=454
num_leaves=31
num_cat=0
split_feature=957 1464 890 547 795 660 1154 953 784 854 797 21 50 1454 21 554 56 705 671 1442 746 595 726 401 1298 1223 470 1450 954 1458
split_gain=256.423 220.647 207.938 171.556 162.712 166.579 130.768 168.783 118.884 177.049 185.579 102.414 99.7661 91.0246 81.05 76.7161 75.4589 75.2914 74.0063 71.6919 71.0593 69.4268 68.6724 68.5247 66.4221 99.2158 65.7354 65.4268 65.3742 61.1077
threshold=1.0000000180025095e-35 1.5993600128483978 -1.0182342416987082 2.2607263609058417 -0.29258408639884992 -0.72421686037558375 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 -0.87473648844905705 0.63961785378869596 -0.32341995197817647 1.0000000180025095e-35 -0.12591398429191614 -0.70163543588998201 -0.098202954472262405 0.58160213896575708 0.53889019796838877 1.0000000180025095e-35 -0.962738934255707 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.66778437295061321 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.87081989481316024 6.099786963134739 -0.41932532347212731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 17 7 -7 9 10 -6 19 26 -3 24 -10 -9 -4 20 -11 -2 -8 -13 28 25 -14 -1 -15 -24 -29
right_child=18 13 3 -5 8 6 21 16 15 11 -12 22 14 27 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0010151407372273713 -0.0012083033600785232 -0.00027594004230845239 0.00026816478744497683 -0.00061106834873735582 -0.00026741510913674718 -0.00056768097502920168 0.00035285446289308979 -8.708590127251888e-05 -0.00014694765077736882 -0.00050063056737671349 0.0012071252798532719 8.0005089104317543e-05 -0.0013137384858390329 0.00040407255767693133 -0.00038194389566562054 0.00043137616787957631 0.00061569317781082634 0.00080822663641026118 -0.00031472075139355783 0.0001216874219237211 -0.00051014443914873563 -0.00023297218847866092 -0.00062616809851099642 -0.00017664595856258194 0.00038656065684280642 0.00010998249020479529 -0.00043082234356277743 0.002508038704544286 0.0021074774216742176 0.00087025599605897283
leaf_count=13826 10359 4105 15161 15683 4325 18621 25805 11454 10075 7474 3900 5773 3047 11571 29368 13019 5147 10264 23925 19357 12044 6780 35066 11299 8908 4514 16735 584 171 3571
internal_value=0 -0.0273678 -0.0428206 -0.0122549 0.00216399 0.0662436 0.0105333 -0.0826418 -0.0529022 -0.0892973 0.196718 -0.121155 -0.151542 0.185374 -0.0893774 0.0788089 0.0609873 0.206545 -0.21503 -0.0120027 -0.323871 0.102536 -0.17482 -0.202945 0.0387956 -0.130824 -0.268419 0.251929 -0.254392 0.464389
internal_count=361931 315603 295772 219374 203691 93232 67807 35222 110459 87365 8225 79140 76398 19831 45837 23094 16601 25425 46328 26831 22403 32585 52309 46536 16469 7561 30561 15726 35237 4155
shrinkage=0.0023883


Tree=455
num_leaves=31
num_cat=0
split_feature=785 728 272 784 727 194 921 50 470 1022 319 809 1085 470 1368 689 795 727 758 706 497 547 1367 1361 1223 633 727 927 1376 864
split_gain=641.049 527.445 321.596 214.418 209.681 201.333 197.88 146.694 144.866 133.318 132.172 124.075 119.454 118.456 107.54 100.974 99.4379 94.4534 92.2005 88.2016 79.1537 77.8799 76.554 90.9591 75.5384 75.3292 74.9406 72.9752 72.6839 71.3766
threshold=-0.86283290253235112 1.0000000180025095e-35 0.19433589423024392 0.9594655836162902 1.0000000180025095e-35 1.5271592296785539 1.0525743831388839 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.4288425582216272 1.0000000180025095e-35 -1.5722412400100421 1.7946960378661232 0.82104289547369691 3.0589865121061197 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.93709108238292393 1.0000000180025095e-35 1.0483613175537825 0.77119633676297117 0.72275257928592751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 19 7 18 8 11 12 13 26 -4 24 -11 -15 28 -8 -5 -1 -17 22 23 -6 -3 -10 -2 -21 -9 -7
right_child=1 10 9 6 21 29 17 16 25 14 -12 -13 -14 15 -16 20 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001332249872023904 -7.8073862427337304e-05 -0.00033587932156127877 -0.00033755135695389928 -1.6339721111572447e-05 -1.9801406521365919e-05 0.00017801833518012143 -0.00012645854818801346 0.00010867421507868558 -0.00020841887538988613 -0.00014409303023913317 -0.00033166458232388243 -8.3443161564907836e-05 -0.00013839466507167917 8.5568447529523485e-06 2.2698027488005136e-05 -0.0001762029230398022 -0.00012917191362806768 0.00039926539730132736 0.00020636829642311298 5.0447929185888605e-05 0.0003902176455664769 -0.00014672093167797444 0.00035258025482907892 0.00031120123325439561 -0.00017835123810078688 -2.0306632936538909e-05 -0.00031515225950117041 0.00051268840898472203 -0.0001036923591457313 -0.0001177177881437245
leaf_count=6473 4681 17738 17528 18501 3312 9671 850 17575 6109 27382 20386 18367 18840 11342 13820 29202 7337 4883 5165 5339 509 1040 9109 3547 20758 37028 17949 739 4792 1959
internal_value=0 -0.125872 -0.0744 -0.023356 0.181011 -0.0614672 0.129372 -0.0901769 -0.137107 -0.194387 -0.269552 -0.235976 -0.301752 -0.231228 -0.11515 -0.15457 0.0286473 0.446827 0.0446406 -0.0123724 -0.223736 0.3251 0.359472 0.204408 -0.330547 -0.059408 -0.358496 0.149541 0.0937632 0.176406
internal_count=361931 332372 232437 154867 29559 125468 29399 113838 84134 77570 99935 40997 36368 79549 41202 41053 29704 5733 23666 12551 29711 17008 15968 6859 38496 43137 22630 6078 22367 11630
shrinkage=0.000732328


Tree=456
num_leaves=31
num_cat=0
split_feature=785 67 470 464 1235 727 497 728 678 1011 1097 804 288 21 519 889 893 713 547 728 713 1455 21 21 1022 878 662 566 727 1092
split_gain=861.48 560.988 421.438 340.128 263.424 221.979 189.948 170.485 147.6 144.997 133.301 119.796 118.205 115.414 109.169 103.608 97.8984 97.4661 90.2648 90.2159 89.1483 84.4331 85.6371 83.4502 82.7343 88.8544 80.9907 97.6296 79.1313 82.7036
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 1.0000000180025095e-35 2.0895063784560848 1.0000000180025095e-35 1.0000000180025095e-35 1.3326183996331451 -0.95342879297703587 1.3537602816678871 -0.87955825726131198 -2.7818205974049124 2.1420547332082829 1.0000000180025095e-35 1.6744786423712141 1.0000000180025095e-35 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 0.80851755981579754 -2.7818205974049124 -1.0798509198017876 1.0000000180025095e-35 1.0000000180025095e-35 -0.58271687606615485 2.1059719136688364 -0.682906484622256 2.3042309584921359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 10 21 15 8 9 17 14 -2 20 -10 -5 16 -1 -3 -6 24 -15 -12 22 -4 -23 25 -7 -14 -28 -16 -30
right_child=1 7 4 13 6 18 -8 -9 12 -11 11 -13 26 19 28 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=8.2240817007088351e-05 -0.00050802027156571542 -2.8648806255683674e-05 0.00080358881070595109 0.00085102672219800881 -4.4881279887046651e-05 1.576337539379645e-05 0.00015712481565588192 -0.00013763056927481866 -0.00023955572034580554 0.00015603204563735236 -0.00014389536154180935 -1.5108017959065677e-05 0.00012348422879091645 -0.00013183517817756392 -0.00018100379300808276 -0.00018383916658528407 -0.00025644464942206873 -0.00021863604637816468 -0.00016663607021427819 -0.00026915350710847457 -0.0003754510331943423 0.00031895476536237546 -0.000254715987153217 -0.00014101836330560234 0.00035799012019843116 0.00031827304690672665 -6.4270918401717475e-05 0.0002364473376270649 0.00030397982825984017 -0.00025661110442404316
leaf_count=7707 15666 52504 130 189 10134 4029 6556 28611 5521 9631 5466 3107 7292 37540 1099 4844 5171 23893 1040 18024 28566 1081 34433 4404 8458 3481 26840 2170 3788 556
internal_value=0 -0.171655 -0.23374 -0.342452 -0.154124 0.180867 -0.092285 -0.0481712 -0.122754 6.39458e-06 -0.493727 -0.422759 -0.046386 -0.233225 -0.0361384 -0.0165971 -0.0633791 -0.229021 0.327666 -0.240001 -0.46859 -0.30568 -0.348279 -0.0623448 0.364298 0.217804 -0.00774272 -0.0557713 0.218228 0.328309
internal_count=361931 332372 231012 108558 122454 29559 82406 101360 75850 72749 52805 37139 41823 55753 63118 12551 57675 34027 17008 55564 34032 40048 34563 5485 15968 7510 36302 29010 5443 4344
shrinkage=0.000714163


Tree=457
num_leaves=31
num_cat=0
split_feature=785 728 871 203 519 727 803 869 723 595 1080 21 1309 727 1469 1091 1430 746 889 253 263 933 547 791 1022 878 588 470 188 821
split_gain=761.164 579.731 414.698 311.314 250.391 227.105 224.246 183.024 160.344 154.631 143.687 120.616 123.307 117.375 112.624 125.521 182.859 106.297 98.3605 94.4629 93.0593 91.3554 88.4261 88.2355 87.658 90.9876 86.1437 81.2398 80.8792 79.1531
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3520813746060025 2.1420547332082829 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2092738772757108 -3.9164670491403295 0.29878677988246938 1.0000000180025095e-35 -1.0116054822771126 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.68806224955729689 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 -1.3373200915743719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 18 7 10 -6 11 14 -3 17 29 -2 16 -16 -13 -1 -4 28 26 24 -17 25 -7 -10 -15 -5 -9
right_child=1 9 19 20 8 22 -8 13 21 -11 -12 12 -14 27 15 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.5424133371750182e-05 8.3007987270097773e-05 0.00076306988916234597 -0.00014073123169070536 -0.00039182701098298766 -0.00013909529577111213 1.2788594415801254e-05 0.00018203399197032143 -0.00014117977957377078 0.0002342262583404039 -0.00033248191566571613 0.00022086860864938703 -0.00027696638516311778 -5.7348921423568962e-05 -0.00023944280461620637 -0.00024654556049898802 -3.7706440393825094e-05 -2.5467365131575219e-05 -0.00015240406833281919 -0.00016961453803257024 -0.00028122222748764545 -9.9568044697144389e-05 -5.0026030354327215e-06 -0.00015078929100721778 0.00010112080871859064 0.00034273393643567966 0.0003015903152132333 0.00056502090493673086 -9.6395687244172664e-05 -0.0001654672093054157 9.183046861163354e-05
leaf_count=7707 14689 200 27996 8332 2332 4029 7956 5163 5386 20323 4253 31136 13913 16742 14344 26839 17248 34363 4844 18313 17001 1868 1040 11578 8458 3481 1600 15856 8199 6742
internal_value=0 -0.148098 -0.0943856 -0.0537534 -0.0176521 0.183987 -0.0424997 -0.0635686 0.25394 -0.297125 -0.0123799 -0.256243 -0.261701 -0.175827 -0.0316586 -0.0667415 -0.168289 -0.305847 -0.0166022 -0.286097 -0.250064 0.365848 0.33239 0.00646997 0.368624 0.217471 0.463654 -0.242916 -0.383706 -0.000432175
internal_count=361931 332372 232437 186128 152596 29559 141410 133454 11186 99935 88951 79612 79412 44503 84698 70009 31592 65499 12551 46309 33532 8854 17008 38417 15968 7510 6986 32598 16531 11905
shrinkage=0.000672702


Tree=458
num_leaves=31
num_cat=0
split_feature=785 728 871 341 941 125 727 1154 1160 319 470 669 402 789 889 1469 253 519 723 1465 464 1022 878 50 125 1164 927 921 885 1307
split_gain=642.288 487.847 349.441 266.483 225.717 198.516 187.136 156.036 243.404 146.298 117.877 106.585 98.7383 94.7006 89.9453 89.2616 82.6557 82.426 136.621 81.1496 78.4297 78.4211 95.2599 76.1872 85.8698 69.5864 67.2302 66.6535 66.3326 65.1451
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3462168560862613 1.9607587081991176 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 -0.9998032076890585 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.37973282798721492 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 -0.24051307952136838 6.1053019920877674 1.6294210021612947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 14 8 15 10 20 19 -12 17 26 -2 -4 29 -19 -9 -3 22 -8 24 -5 27 -1 -10 -17 -7
right_child=1 9 16 23 -6 13 21 11 25 -11 12 -13 -14 -15 -16 28 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.0707611894154583e-05 -5.8570917030093893e-05 -0.00034672757097170407 -0.0001433039086260728 -0.00041921810935125896 0.00020788999885855598 7.8134843404760535e-05 -2.5526905491989917e-05 -9.543978435875557e-06 -0.00010199358703275406 -0.00034419692151687795 -0.00017713592703656411 -0.00011992789889904322 -1.5902761601755641e-05 -0.00010841023047317859 -0.00017662905999705166 -0.00031341482988631302 -0.00028791540080944284 -0.0001902109979737328 0.00034901454123488788 0.00014399867084181564 -0.00018445099235962661 0.00031919713851191343 0.00028941096440789277 -0.00010296923548769401 -0.00016306197817584855 -0.00025476458479788556 0.00043254763559756728 6.1357294528761625e-05 0.00075556963139037433 -0.00020141607014735345
leaf_count=6803 4542 17465 27996 8070 8605 21326 4285 33118 9596 20386 27172 15329 13881 5605 4844 20515 18313 1210 4580 9299 21031 8996 3727 16901 8819 3198 904 13093 105 2217
internal_value=0 -0.139195 -0.089887 -0.0525856 -0.0194154 -0.039589 0.167584 -0.0855431 -0.174764 -0.276996 -0.236607 -0.0165267 -0.160255 0.0849328 -0.0144063 -0.3441 -0.267052 0.128493 0.330658 0.0343278 -0.335417 0.303934 0.164529 -0.236507 -0.35496 -0.0447092 0.108818 -0.00785112 -0.414421 0.0767252
internal_count=361931 332372 232437 186128 152338 143733 29559 108795 51049 99935 79549 57746 41053 34938 12551 25162 46309 29333 5790 42417 38496 17008 8012 33790 16889 25887 7707 22689 20620 23543
shrinkage=0.000734777


Tree=459
num_leaves=31
num_cat=0
split_feature=67 21 470 464 959 62 705 679 1436 1307 785 806 785 921 784 986 1464 713 1466 739 1465 1452 1458 1465 547 1423 497 1312 1081 21
split_gain=266.47 226.853 218.569 271.627 138.318 132.9 105.41 95.5871 89.5876 88.5953 82.7508 85.3848 79.1333 87.0652 76.4368 76.3811 74.1449 69.9503 69.5299 66.5905 66.5212 67.0646 65.0548 70.4932 63.1862 61.5176 60.6001 60.0725 56.4868 54.6052
threshold=1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 -0.98621059485438678 -0.67845511463764618 0.86010604286694103 1.0000000180025095e-35 0.60428344764309971 1.6294210021612947 -0.86283290253235112 0.53322213276968733 -0.86283290253235112 1.0525743831388839 0.9594655836162902 0.65047572041188984 -0.014205097036277146 1.0000000180025095e-35 0.66071108019312641 1.0000000180025095e-35 -0.46084089787380461 0.85148356494928035 -0.19179933198544472 -0.58496509356663973 1.4078093546699517 1.0000000180025095e-35 2.2841970610333457 0.35015719381843119 1.0000000180025095e-35 -0.32341995197817647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 15 16 9 17 12 -5 24 -2 27 -15 25 22 -6 -13 -19 21 -9 23 -7 -12 28 -8 29 -4 -14
right_child=7 2 5 10 8 6 26 20 -10 -11 11 18 13 14 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021781107424469173 0.00062162989305873054 -0.0011810099199380043 5.7074036202153454e-05 0.00040379387630610375 -8.8979437691491181e-05 -0.00072900570434013983 0.00020738377658703015 -0.00026205831784066835 -2.2470107208029832e-06 -0.00038939179322321508 -0.00025951592994404515 -3.8209924176481843e-05 0.00037222028316799988 0.00024493604784576198 0.0010210144999211472 -0.00060662671027641318 0.00012950383568543106 -0.00055214581447940556 0.00089663177581644944 -0.0010779955458821858 1.1034673165394893e-05 -0.0011833766367117223 2.1697654898873588e-05 -0.00017944611820239147 -0.00085258403213472965 -0.00053740206579671159 0.00097904223573066313 -0.00022142249281799679 -0.00034739951310939658 4.0722527247462894e-05
leaf_count=602 7101 16146 19638 4023 5177 7394 17818 10099 6287 6714 38174 10266 13158 7174 3116 12609 21227 18822 1955 11473 20863 2049 15266 14198 5216 9470 1918 11301 12161 30516
internal_value=0 -0.0939219 -0.0979903 -0.176523 -0.31236 -0.0415715 0.011144 0.031114 -0.247272 0.0687292 -0.0795624 -0.104942 0.0873636 0.0655275 0.232244 -0.129393 -0.0359928 -0.300778 0.058347 -0.349197 -0.0666508 -0.194791 -0.0944895 -0.170845 -0.152466 -0.0845349 0.135804 0.0325121 -0.0414402 0.0656115
internal_count=361931 249840 249238 117539 57905 131699 77821 112091 41759 79080 59634 55611 72366 65265 10290 53878 58085 35472 12221 30295 33011 12148 36858 21592 43390 41269 19736 54975 31799 43674
shrinkage=0.00210985


Tree=460
num_leaves=31
num_cat=0
split_feature=181 1454 608 1016 1464 21 1454 747 340 1458 1436 62 1454 683 1465 1455 681 941 1426 729 1458 1469 1166 1465 1453 832 795 181 943 1097
split_gain=261.371 217.154 144.061 172.768 134.134 135.083 201.517 121.322 118.904 102.633 102.549 93.2384 100.161 81.6016 81.5526 97.4954 79.1294 78.3949 73.6391 72.4938 71.6246 71.5383 70.9286 73.9007 69.7709 68.7194 66.8437 65.408 61.6953 61.2672
threshold=1.0000000180025095e-35 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 1.4252756032517901 -1.6471741456694959 -0.051110432140844611 1.0000000180025095e-35 1.3931997016493665 2.0019660229778804 1.0000000180025095e-35 -1.2811150420666217 0.50933602050530713 0.16607639870926683 2.4014220305861813 2.0663805890193063 1.0000000180025095e-35 1.9607587081991176 1.0000000180025095e-35 0.75637635299260908 0.20667703603638712 -1.2673214316849539 -1.2508507625752519 3.9123359101615605 3.5235182473523379 -0.56337819308047454 -0.29258408639884992 2.2660174815480416 1.4693784537238983 -0.64966988391888181
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 6 -3 -4 9 11 21 -7 19 -12 -14 -16 20 18 26 22 27 -1 -13 24 -24 -5 -9 29 -22 -2
right_child=16 4 7 25 -6 8 -8 17 -10 -11 13 12 14 -15 15 -17 -18 -19 -20 -21 28 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00048264382164480216 -0.00074278842721245842 0.003127057159991801 -0.00029028232964362413 0.00015261864041023326 0.00051753094465148788 -0.00034983277129661588 -7.2471788067902769e-05 0.00052581841731690331 -0.00055211615460269443 0.00067869928785364397 -0.0010278114308680465 -0.00031057474728804377 -0.00022431561217651935 -6.977646463701703e-05 0.00026333503809957125 0.0028393668940439373 -0.00096965323726583134 0.001169144619931113 -0.00023248613548373991 -0.00010469651202503385 5.0156476669977929e-05 -0.0011496945099306018 0.00045129024791810496 0.0036560303558927534 -0.0013857014960616237 -0.00033180829788998943 1.6644922167759206e-05 -0.00097215557577509399 -0.0011019058336859543 -0.0002367946978270572
leaf_count=830 13691 884 36493 13136 17406 18621 1370 11298 11304 6230 5479 4537 28523 8370 2232 418 10669 1611 13982 14120 15451 19266 29363 148 591 25090 15463 8895 2033 24427
internal_value=0 -0.0209337 -0.0792621 -0.157093 0.0392651 0.0129219 0.526263 -0.0203335 0.00291411 0.0235612 -0.292355 0.00598467 0.0350336 -0.147314 -0.0564388 0.283507 -0.17452 0.0507112 0.0323266 0.094621 -0.146936 -0.419468 0.142381 0.174692 0.166865 -0.0627194 0.0922728 -0.195615 -0.0237901 -0.155918
internal_count=361931 286765 151018 72171 135747 118341 2254 78847 116087 104783 33945 98553 79932 13849 31173 2650 75166 42354 40743 48759 64497 20096 34639 30102 29954 38226 26761 47013 17484 38118
shrinkage=0.00250536


Tree=461
num_leaves=31
num_cat=0
split_feature=51 1423 785 728 852 659 928 713 896 608 809 728 667 514 912 322 21 678 647 590 556 1453 578 921 731 791 1171 714 954 871
split_gain=255.416 221.861 164.608 160.901 133.598 114.164 101.021 105.252 100.228 98.8055 94.3298 90.152 82.4276 72.338 71.5889 69.4007 67.9208 95.7835 81.2144 102.669 66.5724 65.4343 62.3552 61.7687 67.5417 61.9571 58.8701 57.9855 57.571 56.9321
threshold=1.0111847875080273 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 0.62821384419828064 -0.52992354128753727 1.0000000180025095e-35 -0.28794826445342053 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.54536942215353645 1.2243573862344648 1.4725277493311824 -0.70163543588998201 -0.93019531031281677 -0.87782724458594241 0.58895901036483078 -0.09725136634472907 1.2041679343814773 -0.87905496296652397 1.0000000180025095e-35 -0.27459402194195615 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2664990475867119 2.4008401756919917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 6 8 13 -4 10 -9 -1 26 -8 -11 16 -5 -18 19 -19 29 -22 -13 25 28 -6 -2 -7 -25 -3
right_child=12 20 3 15 23 27 7 9 -10 14 -12 22 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00051439365806189277 -0.0004599358542756729 -0.00011160132590642394 0.00050392742952436132 0.00010900233276920996 -4.2016904592514161e-05 0.00015097070186852266 0.00067632972317222125 -0.00086809702340995233 -2.7039748211672148e-06 -0.0001075210930527077 -0.00017574143171576647 0.0012192383837885553 -0.0007665342296041016 3.834303219303831e-05 0.00048463537452511922 -0.00089599352943319855 -0.00075849203756953086 -4.7655399212941517e-05 -0.00026071461812117881 0.0020774847180502366 -0.00064701661749447985 0.00025155373740076291 0.00041127530822772531 0.0010259351657406746 -0.00022467597650808538 0.00069570370677942816 1.6183738457145074e-05 -0.00046387192507417447 -0.00093184248871904429 -0.0007749671361610192
leaf_count=2333 25027 28859 19041 15331 8536 4866 6586 11066 18876 26542 13253 2553 20265 13165 5292 5874 12035 1794 30030 775 26106 2527 16396 6159 1459 3824 9692 18370 355 4944
internal_value=0 -0.0231153 0.00425145 -0.0139158 0.0196609 -0.00487608 0.0223253 -0.0228059 0.109053 -0.0694848 -0.18344 0.174107 -0.193697 0.110021 -0.000457989 -0.113358 -0.0917156 -0.135634 -0.0743733 0.285576 -0.147726 -0.234189 0.218895 0.170798 0.305034 0.0793485 -0.130633 -0.140291 0.38794 -0.082003
internal_count=361931 306947 244511 223229 157390 137057 113821 75904 37917 56153 24319 21282 54984 19751 31834 65839 59965 44634 32599 2569 62436 28633 18949 20333 7973 12360 34719 23236 6514 33803
shrinkage=0.00237677


Tree=462
num_leaves=31
num_cat=0
split_feature=785 728 1447 727 1022 1361 545 852 595 21 1469 519 205 804 62 1309 706 1436 1022 1016 746 497 803 564 927 959 705 21 695 1368
split_gain=784.811 546.837 355.833 239.038 230.841 278.281 157.84 153.422 139.136 118.342 109.086 106.556 104.02 103.405 102.429 102.32 100.701 99.3163 93.0286 106.141 90.7209 85.6217 82.6628 78.2666 77.4612 72.1599 71.9004 70.5303 69.7913 69.4361
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.24955227496289575 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 -3.9164670491403295 -1.1256941366283033 2.1420547332082829 1.0000000180025095e-35 1.3537602816678871 -0.37712515092315846 0.29878677988246938 0.62672487627420737 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9703080013679652 0.85523949479533445 1.9546110090380651 1.0483613175537825 -1.2907225086880219 0.74446833870346218 -3.5382515652285238 -0.6086478008988998 2.0941200464680074
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 16 5 17 27 10 9 -3 -4 12 -12 -7 -8 20 -1 -2 19 -5 -11 22 -16 24 -18 -19 -23 -6 -9 -13
right_child=1 8 7 18 6 13 14 28 -10 15 11 29 -14 -15 21 -17 23 25 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00026912632921099165 -0.00044115209819630568 0.00063232607172286387 -3.0634663253918975e-05 -0.00013603160323186715 0.00073116886778848607 -0.00023847537534441826 -0.00023830902296749737 -0.00016956728664690087 -0.00043186554230315239 -0.00038055542926024695 -0.00024037155871262387 8.9355358757652682e-05 -0.00011689323785698105 -9.9540037375247498e-06 -0.00015267047466748258 -0.00019143553689348637 -0.00014110746207679118 -0.00054997909735203022 0.00020119726297227004 0.00016570074932183512 -0.00027276949828535473 -0.00012348750286205823 1.8358348951550573e-05 0.00031106528097782176 0.00030015475257726164 -0.00020332471570157367 0.0002521507509917997 -0.0002555614046624945 8.0777921108668793e-05 -0.00041501324791376395
leaf_count=5567 26251 200 11395 4211 104 35212 12976 2389 20323 31136 28155 3499 19909 3693 25424 13913 5356 1963 8996 3801 34363 1397 5491 906 722 6757 1895 37442 7974 511
internal_value=0 -0.341606 -0.289871 -0.000808879 -0.347328 -0.43807 -0.27816 -0.178942 -0.479198 -0.441402 -0.216135 -0.255673 -0.282851 -0.325239 -0.205226 -0.446298 -0.203906 -0.593105 0.158047 0.00571865 -0.484374 -0.151628 -0.183838 -0.0520991 -0.132281 -0.396888 0.139877 -0.381853 0.0375958 0.0416764
internal_count=361931 332372 232437 29559 158605 73876 84729 73832 99935 79612 63469 52074 48064 38905 47183 79412 12551 34971 17008 8012 65499 34207 30915 6984 6078 8720 3292 37546 10363 4010
shrinkage=0.000659776


Tree=463
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 809 884 727 729 885 1376 1470 21 803 706 747 791 43 470 933 858 50 470 651 713 497 1436 1450 873 714
split_gain=751.741 558.901 461.336 400.395 236.704 212.03 238.745 199.575 185.914 170.768 153.72 143.231 126.509 112.89 103.897 100.843 96.8269 99.531 91.7734 95.1073 100.233 91.7459 101.644 91.3202 100.61 89.6118 80.9322 78.0358 77.8798 79.4499
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.75637635299260908 1.0000000180025095e-35 0.77119633676297117 -1.319112866592808 -0.70163543588998201 1.9682860324222273 0.62672487627420737 0.34871943973277292 1.0000000180025095e-35 1.0000000180025095e-35 0.66595742291584703 0.68806224955729689 1.0825608069246189 1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 1.0000000180025095e-35 1.656418941702585 1.0000000180025095e-35 1.2758925700186299 3.1377232108798858 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 4 11 6 -1 14 10 -4 13 -3 -7 16 -2 -6 17 28 -11 20 25 22 -9 24 -13 -20 -17 -26 29 -5
right_child=1 2 9 8 15 12 -8 21 -10 18 -12 23 -14 -15 -16 26 -18 -19 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00043072156422190993 -0.00015643587588361218 2.114375166482326e-05 -6.9618769094069595e-05 0.00013696905995449869 -0.00016190908158375414 -5.7379008856718304e-05 -0.00019268525122893314 -3.0738262685325399e-05 -0.00014340406471406795 -4.0628435645028161e-05 -0.00013548291526183261 -0.00011672273080540263 -0.00019051442589772407 0.00023466201632956307 8.9449628221141425e-05 -0.00013203793892025036 9.4777294240240385e-05 -0.0001810713910659847 0.00014684439235959962 -3.6257046211942105e-05 -8.205646339824213e-05 0.00030905987582620467 0.00025159423271143297 -6.8028965694318856e-05 -0.00035260439889395385 0.00035887125407556351 6.9699960418334784e-05 -9.509901151685212e-05 0.00040913091907100469 -4.4216980705034832e-05
leaf_count=19828 4790 3043 17228 4617 21808 22222 25179 3819 30317 6662 15552 5167 38928 3348 6641 6259 12868 6859 12800 4418 2253 8009 4441 3540 33848 3808 7397 2750 640 22892
internal_value=0 -0.0766027 -0.112263 -0.16407 -0.279787 -0.298087 -0.429863 0.184867 -0.0783422 0.0565561 -0.0224077 -0.39215 -0.219933 0.0268687 -0.0113927 -0.157143 0.00140956 -0.0529691 0.140528 0.195602 0.25421 0.326221 0.181488 -0.429761 -0.463925 0.3045 -0.0253436 -0.51156 -0.00383737 -0.0205173
internal_count=361931 255774 228074 180905 83812 106157 45007 27700 97093 47169 66776 48348 61150 51224 11431 35464 47876 35008 29941 23279 18861 16269 8260 45305 41765 16608 13656 36598 28149 27509
shrinkage=0.000646839


Tree=464
num_leaves=31
num_cat=0
split_feature=785 1309 470 464 264 705 921 783 519 728 871 664 200 194 21 612 21 884 671 713 889 677 1430 614 747 458 728 520 21 1229
split_gain=766.151 500.197 330.37 303.267 280.819 227.796 182.346 167.339 162.102 154.818 135.826 135.206 132.674 128.801 114.518 107.049 112.387 106.31 142.656 101.134 99.663 92.9284 130.521 92.4798 90.4398 88.6039 88.0205 84.9829 79.0155 72.9072
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.38646845251715672 0.024944846130704988 1.0525743831388839 1.1155635910225459 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.36829310061983322 1.5271592296785539 -2.9709283393608152 1.0000000180025095e-35 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.17121893931626669 1.0000000180025095e-35 1.9901706508881272 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 12 10 20 8 -8 9 -3 15 21 -2 -6 -5 16 -4 18 -7 -14 -1 22 29 -18 -23 -21 27 -16 -19 -11
right_child=1 6 4 14 13 17 7 -9 -10 11 -12 -13 19 -15 26 -17 23 28 -20 25 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.568520467516075e-05 -0.00059965833346972025 -7.7409221927598793e-05 0.00082075942596147031 0.0008430784414518804 -0.00016450618551973982 -0.00019185851966282196 -0.00011335547719029688 0.00024988517663428542 1.7879529479706745e-05 -0.00051194660734855523 -0.00040282004755152822 -0.0004161242193820907 -0.00020913619578873826 0.00011972920942707741 -0.00034886128775815249 -0.00040727549185136808 -0.0002971250267328769 3.8316981287427235e-05 0.00017626360805648986 -0.00047900506877139105 -0.00035230178132008146 -0.00028448238053829095 -0.00020674711120996525 -0.00018217227290064151 -0.00010534652712678148 -0.00013170365325078601 -0.00039249902215768556 -0.00020410364501784723 0.00031100667468732268 -0.00022900141775911848
leaf_count=6168 18523 13304 182 160 25919 4882 10304 3413 6283 7867 21868 10331 5171 3576 15672 10845 34170 3980 4145 26757 4462 9107 16474 28058 17518 1926 18722 23280 5922 2942
internal_value=0 -0.351976 -0.406834 -0.497816 -0.338047 -0.0159735 -0.234107 -0.0259254 -0.269758 -0.296044 -0.394619 -0.338117 -0.634069 -0.172918 -0.399884 -0.354564 -0.323961 0.118083 -0.0345293 -0.556013 -0.244405 -0.300204 -0.38668 -0.329063 -0.220684 -0.612104 -0.405497 -0.35272 0.266683 -0.576152
internal_count=361931 332372 234829 110211 124618 29559 97543 13717 83826 77543 95123 64239 52377 29495 57834 73255 62410 18929 9027 33854 10630 53908 27283 62228 26625 28683 57674 38952 9902 10809
shrinkage=0.00073767


Tree=465
num_leaves=31
num_cat=0
split_feature=785 728 1100 181 561 727 859 319 470 789 470 843 1458 1218 402 470 1298 1016 1223 706 652 923 395 927 578 50 470 746 395 529
split_gain=578.813 482.505 351.31 286.527 214.332 186.481 170.245 145.589 122.002 119.098 102.968 102.841 108.437 102.209 96.2149 87.4511 86.1116 99.5161 85.309 84.2068 81.5936 74.8178 73.9951 71.2336 72.6333 70.3134 88.3353 70.172 69.6074 67.6307
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 0.54274228049480611 1.0000000180025095e-35 -0.54135187694831066 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.66595742291584703 1.4283687790122588 1.7240176626431569 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 -0.98896428961744431 -0.86449023226567734 1.0000000180025095e-35 1.0483613175537825 -0.87905496296652397 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4795591430507427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 19 9 8 18 13 28 12 20 27 -10 22 17 -7 -3 -1 -8 -13 -5 24 -21 26 -22 -2 -6 -20
right_child=1 7 -4 15 10 16 11 -9 14 -11 -12 21 -14 -15 -16 -17 -18 -19 29 23 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00022197059074041575 -5.0082010783394271e-05 -0.0004678787121586468 -0.00032534624196883615 -0.00051764641097337715 -0.00033611756637485889 -7.4696711368898864e-05 8.4860251969001989e-05 -0.00046386142236144609 -0.00023857897919475651 -0.00016898265130412465 3.8326860156399211e-05 0.00055713451812071922 0.00023544250383252885 0.00028069296828214753 -2.563576467628225e-05 -0.0001426613371372232 0.00040930923900941145 0.00036664768240377363 -0.00020676614453964232 0.00052379625028282906 -0.00029071684208934525 6.5141010481295226e-05 -0.00023085620159576763 0.00061248353637912247 -5.6538112803549264e-05 -9.5508015350940938e-06 -9.6388634757890184e-05 0.00016916425535028226 -0.00013575520485490104 -0.0006768883115635182
leaf_count=5567 11571 17738 31093 9053 15008 4109 8297 20386 27172 5114 7321 1221 3770 13405 13881 20909 9299 3600 18818 874 17837 11136 10171 820 5290 14489 24208 11345 16489 1940
internal_value=0 -0.143704 -0.0946761 -0.0665485 -0.0305363 0.147749 0.0093245 -0.280499 -0.240283 0.11196 -0.168511 -0.0455351 -0.077405 0.151831 -0.162669 -0.234697 0.284238 0.131894 -0.340558 -0.0337705 -0.0981713 0.118234 -0.351411 0.102187 0.029714 -0.126761 -0.171584 0.0688024 -0.225334 -0.247989
internal_count=361931 332372 232437 201344 161211 29559 122393 99935 79549 41435 38818 80958 68601 36321 41053 40133 17008 7709 38496 12551 64831 12357 19224 6984 6164 56534 42045 22916 31497 20758
shrinkage=0.000984386


Tree=466
num_leaves=31
num_cat=0
split_feature=1447 1436 1361 614 1442 953 771 1459 819 198 1148 1158 691 1449 785 728 50 1450 1218 1368 791 1392 852 21 1077 1076 214 606 1290 131
split_gain=265.094 257.711 443.22 182.903 136.074 123.281 104.585 103.938 96.2006 89.9848 83.8838 99.4619 78.999 76.3124 70.056 68.8132 68.486 68.2841 65.2416 63.9813 62.8496 62.511 60.9899 60.4734 59.2912 63.067 57.937 55.8727 55.6181 54.9626
threshold=0.74484333252909696 1.0000000180025095e-35 1.0000000180025095e-35 -0.75411934043310735 -0.66295959698510776 1.0000000180025095e-35 2.1044043402245265 0.73871680408646412 1.0000000180025095e-35 1.0000000180025095e-35 0.85514867284464147 1.0000000180025095e-35 0.15595171202395139 0.57283334291142962 -0.38035204659413802 1.0000000180025095e-35 1.0000000180025095e-35 -0.28900078866492313 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.0243454669273118 -0.22706799479215015 -1.8362818876253988 1.4357019976763823 1.0000000180025095e-35 -0.084839687921859419 0.44224916350105375 1.0000000180025095e-35 -0.97947116861403372
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 21 14 7 10 12 24 11 15 16 19 -6 20 -4 -2 -12 -13 26 -1 -21 -14 25 -3 -5 -19 -18 -7
right_child=17 3 8 6 5 29 -8 -9 -10 -11 18 13 23 -15 -16 -17 28 27 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001245939501344985 -1.3540409363974851e-05 -0.00014736253501361924 -0.00019986673429241541 -0.00013430340274347041 -0.00050808518177771151 -0.00095222438189323372 0.00053133823390577768 0.00033578071235247544 -0.00063037255841354558 -0.00088783861333158144 5.6383278047137681e-05 -0.00027474219883579052 0.0014905316333255964 0.00043430313024570336 -0.0010205116901548816 -0.0007629580808090759 0.00034950971704625209 0.00019235655790116889 0.00076634268815347229 -0.00031499303773192052 0.00019006434134108787 0.0029327343519600048 0.00030988477773170246 -0.00034809674715424212 0.00041140562528197918 -0.0005857104253331407 -0.0007420158887546898 0.00064762092925486805 -0.00015357152047313326 -1.2467806065374088e-05
leaf_count=19033 24285 25391 16587 8581 14465 2076 8600 16003 9797 9032 11002 21525 430 7370 20153 9813 18661 20199 3781 5290 6074 96 11422 21563 3581 15754 6880 8403 7260 8824
internal_value=0 -0.0837268 -0.158859 -0.0292182 -0.315094 -0.253907 0.0134521 -0.00472272 -0.0516391 -0.146754 -0.0329715 -0.0617684 -0.023704 -0.00167923 -0.334354 -0.157933 0.0285107 0.0747378 0.107465 -0.0399022 -0.0968557 -0.521621 0.0529236 -0.132402 -0.107349 -0.132419 -0.169095 0.141557 0.0921415 -0.069427
internal_count=361931 309044 138945 170099 64647 45518 116341 107741 74298 53758 91738 76955 64501 45607 34618 31348 42508 52887 14783 38237 21535 19129 16712 21993 44726 41145 15461 28602 25921 10900
shrinkage=0.00232509


Tree=467
num_leaves=31
num_cat=0
split_feature=785 728 1100 125 257 727 683 595 497 652 529 706 1470 133 1466 527 852 638 588 755 547 1022 878 476 1049 705 888 829 564 927
split_gain=802.748 550.837 403.387 355.799 377.554 239.981 200.654 159.981 151.733 136.405 123.176 110.636 109.237 108.08 104.614 101.073 99.4632 96.2608 91.4161 89.2283 88.0451 87.2046 93.917 84.1521 83.7905 89.7086 81.8772 78.3983 74.1686 75.3142
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.76344857304914582 1.0000000180025095e-35 2.0895063784560848 -0.98896428961744431 1.0000000180025095e-35 0.62672487627420737 -1.2126727935954851 0.5744186475241726 0.67647628514450941 0.86558768754863191 -0.22706799479215015 -1.9689564536147179 2.250834115212506 1.8349057301109672 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 -1.316508667510939 1.4069177371033732 0.70592243731563598 1.0000000180025095e-35 -0.34979851500241183 1.9546110090380651 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 12 11 19 10 9 -8 17 -1 -2 18 16 -14 -6 -3 27 -5 21 22 -7 -18 25 -10 -19 -11 29 -13
right_child=1 7 -4 6 14 20 8 -9 24 13 -12 28 15 -15 -16 -17 23 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018686841695237421 -4.1733018622936826e-05 0.00061192433419656378 -0.00027200121872319316 -8.2155390950309671e-05 -0.00018687721705571594 6.0291846416185936e-06 0.00014665183364232816 -0.00038020082298277397 8.7563442238004831e-05 3.9021186291431972e-05 -0.00029365796553764166 -2.7687696133364363e-05 -0.00034808301767386661 -0.00018731646702070166 0.00010514318575540111 -0.00013426858205895209 -0.00022234129356011017 -0.00013981404237876354 0.00016345108326581585 -0.00030689497564114068 -0.00017100404334813443 0.00037170877407786078 0.00032966718543102585 1.186519143479746e-05 -9.7870100816834478e-05 0.00043723154222889812 -0.00035084879503643969 -7.8841780370829981e-05 0.00045990217704479911 0.00045168242033365402
leaf_count=5567 4669 317 31093 27141 15161 4029 11554 20323 2498 22149 28774 5356 29996 8199 7283 7389 4746 44278 5920 5803 1040 8458 3481 19161 1366 3305 6243 25004 906 722
internal_value=0 -0.169427 -0.117183 -0.0870311 -0.192261 0.171126 -0.0163497 -0.313829 0.0333252 0.00573676 -0.272333 -0.0339781 -0.358642 -0.0313958 -0.0742005 -0.403925 -0.117288 -0.210214 -0.000913651 -0.157508 0.324142 0.360387 0.209653 -0.0384795 0.293159 0.390173 -0.218922 -0.030232 0.121391 0.0434098
internal_count=361931 332372 232437 201344 88405 29559 112939 99935 79995 72826 79612 12551 42054 61272 46351 37385 39068 50838 53073 32944 17008 15968 7510 23907 7169 5803 50521 47153 6984 6078
shrinkage=0.00074175


Tree=468
num_leaves=31
num_cat=0
split_feature=785 1097 125 407 50 56 1361 712 1444 1229 852 747 21 1469 1160 1361 1455 747 1470 651 1469 1463 1436 471 885 1454 726 685 1451 1009
split_gain=701.209 505.256 395.482 337.228 283.989 295.4 223.302 192.323 174.331 174.172 160.544 139.825 122.579 119.048 116.649 132.399 109.197 109.131 108.994 103.004 99.241 98.2724 97.7972 91.9743 99.6005 88.2435 84.5068 82.6316 82.3105 80.6528
threshold=-0.86283290253235112 -0.95342879297703587 1.5320262332576917 -1.2965003005540392 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 0.34871943973277292 -0.70163543588998201 -1.2201123333327371 1.0000000180025095e-35 1.0000000180025095e-35 0.5242327265902369 1.0000000180025095e-35 -1.3309395413702885 1.1107569744011787 -1.3263328046252252 1.5896008821182519 1.0000000180025095e-35 1.0000000180025095e-35 2.9080136987884808 3.8331818028246452 1.0000000180025095e-35 1.0000000180025095e-35 0.54872951183746299 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 20 5 18 9 -1 10 -2 13 27 16 -6 15 -9 21 -15 -5 26 -3 -8 -13 -4 -25 29 -20 -7 -22 -14
right_child=1 2 23 4 8 11 12 14 -10 -11 -12 22 25 17 -16 -17 -18 -19 19 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00026320797506687295 -0.00053586244497014256 0.00028077573363130505 -1.853484174919126e-05 4.7238093372173414e-05 0.00019805061951643266 -9.0869299946401199e-05 -0.00018658718793355305 -0.00010186821212921333 -0.00015833370862132951 -0.00025988168154939391 0.00019426537577254223 -0.00010309918906770103 -0.00020879314975125884 -0.0001409991063800445 0.00027753829739774469 0.0002208955448071854 0.00015135956813320549 8.1700357462290068e-06 -0.00011762792473214749 -7.8675510853093468e-06 -0.00035237602047170295 0.00028069184952234945 0.00013722537422201055 0.00024625050761887022 -0.00035714991335669818 0.00049621023403590466 -0.00036874331630135288 -0.00030745559951475993 -0.00011449637368198082 -0.00042746331207286819
leaf_count=3225 17070 755 6981 2652 5496 17518 15376 6165 22021 21526 10185 7689 30996 20513 13593 6576 4876 38164 5072 3080 25299 1473 9968 10946 691 387 32900 7638 5795 7305
internal_value=0 -0.154882 -0.105106 -0.13282 -0.101138 -0.193764 -0.295016 0.164523 -0.0286954 -0.446239 0.0152794 -0.0822167 -0.217238 -0.0227247 0.216238 0.0821564 -0.0844538 -0.050413 -0.33634 -0.370209 -0.352635 -0.1744 0.0483036 0.161875 0.260901 -0.29087 -0.408263 -0.185018 -0.375891 -0.302974
internal_count=361931 332372 233363 214745 182896 86517 99009 29559 96379 38596 74358 42813 60413 64173 26334 12741 21725 58677 43704 41052 31849 16849 17657 18618 11637 38688 37972 25156 31094 38301
shrinkage=0.000809384


Tree=469
num_leaves=31
num_cat=0
split_feature=481 184 1237 561 705 1469 539 1216 803 951 791 1080 464 1145 56 21 683 728 21 982 1030 1450 716 497 1458 1466 1240 21 1457 1430
split_gain=265.212 209.083 124.988 122.591 114.285 105.435 94.319 90.1907 87.7247 90.274 96.0733 104.436 82.6932 73.353 71.0819 70.4131 71.45 70.3368 65.4524 64.3669 61.5631 64.2254 61.0114 60.1748 57.3482 56.2656 56.0993 54.5766 52.6902 49.9922
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.5723095224056084 -0.30360989546529643 1.3612027609086828 0.39286519370133877 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 0.4454315257619969 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.5243871133269826 -0.70163543588998201 -1.3831318875547542 1.0000000180025095e-35 -0.32341995197817647 3.5955928533842081 0.99422031274767553 -0.49083279118224338 -1.2373890220391799 1.9703080013679652 -0.72983201679721443 -0.34354569973795063 1.0000000180025095e-35 -3.9164670491403295 -0.13555433688085386 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 17 7 8 12 13 9 10 11 18 -5 15 19 -1 -17 26 -2 29 21 24 -4 27 25 -7 -3 -8 -18 -11
right_child=5 3 22 6 -6 20 23 -9 -10 14 -12 -13 -14 -15 -16 16 28 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00037434357342567599 6.2674054820536704e-05 -0.00021390350728173034 0.0031446883402576728 -0.0011727168793461166 0.00047299564036100915 0.0010750221897752163 0.0028891341285217243 -0.00040534072251002248 0.00074166177247052538 9.4622891792971974e-06 0.00031980196941668867 0.00077186158656634659 -0.00055796548393059135 -0.00023984007068376714 0.0011618067378553873 -0.0005058327156982833 -8.7399282719200774e-05 -0.00055320977735324236 -0.00037170544584609535 0.0036924996110967007 -0.00085231202303386001 8.9320156248530667e-05 -0.00049494559913645757 0.00031459419099778829 -0.00048765089057770903 -0.00050163082654578091 0.00027464511903794325 -0.00047757880590258337 0.00026007608506490486 0.00046684193215031631
leaf_count=13695 12683 24759 84 15812 8703 1115 81 21681 4674 10466 14709 2316 14466 29600 1946 7371 25700 13905 20536 92 3486 16484 22472 2379 11499 926 7043 27383 15620 10245
internal_value=0 -0.100001 -0.0478177 -0.180537 -0.0219662 0.0248091 -0.25294 -0.0411268 0.0655848 0.0472125 -0.00263153 -0.0602877 -0.359901 -0.0136238 0.152716 0.0264759 -0.0103249 -0.0939779 -0.0918032 0.116563 -0.0750923 -0.04763 -0.207969 -0.170153 -0.155305 0.163661 -0.040891 -0.202675 0.0204817 0.108002
internal_count=361931 250754 144926 105828 122370 111177 60121 113667 77667 72993 50244 35535 30278 91986 22749 62386 48691 45707 33219 20803 33510 30024 22556 29843 13540 2041 31802 27464 41320 20711
shrinkage=0.0022795


Tree=470
num_leaves=31
num_cat=0
split_feature=785 728 125 257 755 519 727 872 712 319 1470 597 470 871 588 526 402 1028 1431 837 257 889 382 50 470 715 1238 557 1459 1469
split_gain=703.598 520.654 378.673 422.479 233.715 224.013 204.686 180.382 174.808 151.421 140.235 140.032 134.58 133.776 123.492 119.187 108.603 105.67 105.446 99.7981 95.54 93.9076 93.0414 83.8809 98.1412 81.3906 76.9441 74.5135 82.4438 73.6454
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.8349057301109672 2.1420547332082829 1.0000000180025095e-35 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 1.3592535390735871 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 -0.96688480048775205 1.0099929608726099 0.28337507072371809 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.75346069109806069 -0.76492349731201981 0.73871680408646412 -0.8778463702791649
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 10 5 7 21 13 -7 12 -2 -9 20 18 22 19 -14 -12 27 26 -3 -1 -10 24 -8 -19 -5 -4 29 -29
right_child=1 9 4 15 -6 8 23 11 14 -11 17 -13 16 -15 -16 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.8883281365082732e-05 -3.330490076471796e-05 -0.00037993516240495296 -0.00012683356027737213 6.1298947637007081e-05 -0.00025440389535047605 -0.00015794838412932171 -3.6530445343502294e-05 5.06110444773377e-05 0.00029146982219257957 -0.0003666437260766356 -0.00049025785069978353 0.00043931438071365142 -0.00019202127272392725 -0.00019652377992183641 0.00051319020726600575 -0.00021971509890958792 -1.8787477757140017e-05 -0.00010584400927950285 -0.00018840502359721893 -0.00014176825049558797 -0.00019804875116694127 -0.0001897808018671534 -4.0676602549215829e-07 0.00034079459227209108 0.00028237818956063218 -0.00031701076506499931 -0.00012670089640769004 0.00010531980937142374 0.00014734940659645753 -5.0576695767342982e-05
leaf_count=7707 5332 17526 11110 21642 11839 3113 3971 16989 4917 20386 10857 2127 27172 16497 2504 11075 13881 6891 9787 13812 20970 4844 4212 8442 4595 26019 7315 8216 7852 30331
internal_value=0 -0.151137 -0.100292 -0.202845 -0.0309669 -0.00693467 0.168794 -0.0416106 0.21231 -0.292548 -0.370227 0.129301 -0.251603 -0.0830939 0.31537 -0.0853543 -0.170094 -0.41876 -0.0462225 -0.0394462 -0.356099 -0.0212828 0.210559 0.310579 0.173664 -0.359353 0.0257488 -0.0156223 0.0175746 -0.0208045
internal_count=361931 332372 232437 102943 129494 117655 29559 102909 14746 99935 49099 19116 79549 83793 11633 53844 41053 43767 67296 42769 38496 12551 9129 17008 8566 32910 28957 57509 46399 38547
shrinkage=0.000754948


Tree=471
num_leaves=31
num_cat=0
split_feature=785 263 50 56 1362 747 727 1470 1469 747 519 1442 131 1430 961 889 1357 1022 933 497 871 476 644 547 1470 1367 1361 1010 727 1080
split_gain=764.782 546.181 496.672 291.547 289.94 247.589 205.086 199.835 189.314 145.613 132.401 132.004 127.682 121.288 109.945 105.323 104.566 101.633 101.533 95.8116 94.8255 92.6713 91.2131 88.6021 87.1672 85.9774 111.262 80.4522 79.9615 79.854
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.61819632934197222 0.34871943973277292 2.1420547332082829 -1.2625182715263061 -0.67630721506970115 1.0000000180025095e-35 0.58053403949872362 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.68806224955729689 1.7001250133015622 1.0000000180025095e-35 -1.0099296266851885 -0.34929633066952553 1.4078093546699517 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 3.0713252103476614 -1.1275738623161491 2.2092738772757108
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 8 19 15 -2 16 20 11 -7 -9 17 21 -1 -4 -6 -12 -3 -5 -10 -14 25 -15 26 -8 -23 -24 -13
right_child=1 5 4 9 13 10 23 12 14 -11 18 29 22 24 -16 -17 -18 -19 -20 -21 -22 27 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.1154970931092744e-05 1.1321023603577532e-08 -0.00014544958190487256 9.7177593283825437e-05 -0.00016687140093891265 -0.00037667322612609241 -0.00020306451201101164 -5.4046763312884014e-05 -0.00046537894799704329 -0.00018602296267750926 -4.1242154413744678e-05 0.00028969738706108295 4.124062916914926e-05 -0.00021666873937996691 0.00015722756437166208 -0.00024370574175979116 -0.00018641435276254791 -6.8068102059862094e-05 -0.00017415762608511857 -7.8732620679338469e-05 6.4974899444012425e-05 -0.00036236553538995672 -4.7951246002529561e-05 -0.00013578972294139407 -0.00017416635681841215 -0.00014643111394185447 0.00032062105776225526 0.00028674883246866347 0.00038376160874990643 -0.00040114536299776335 0.00046478718970848626
leaf_count=7707 4071 25438 19268 26938 12149 4800 3312 17928 12533 15965 5967 23704 20851 1909 10035 4844 12191 11552 1615 4836 8240 34417 3190 1040 32224 9109 3547 747 21064 740
internal_value=0 -0.172309 -0.219503 -0.3332 -0.142028 -0.0142489 0.16019 -0.443137 -0.0706481 -0.217143 0.0882211 0.0272417 -0.481565 -0.263158 -0.142988 -0.0291265 0.0533813 -0.389887 0.309271 -0.157769 -0.300547 -0.104082 -0.421361 0.301994 -0.186185 0.338497 0.175359 -0.0547794 -0.525757 0.0803155
internal_count=361931 332372 265272 118247 147025 67100 29559 67104 89191 51143 36826 29244 63033 57834 57732 12551 31459 23701 7582 30274 35178 47697 45105 17008 34133 15968 6859 35164 24254 24444
shrinkage=0.000686431


Tree=472
num_leaves=31
num_cat=0
split_feature=1431 616 1445 846 263 407 705 1430 1298 595 1455 264 1454 1221 1469 1452 1116 125 188 795 740 706 767 50 785 667 1467 815 1464 982
split_gain=268.139 176.752 160.48 154.859 135.729 114.173 108.11 97.7324 120.315 85.0379 80.315 77.8205 77.6472 75.899 75.4886 64.9083 59.7569 58.2844 123.161 56.2951 54.4884 54.3754 53.9196 50.5817 55.8994 49.6136 49.1442 49.0561 48.9527 48.8233
threshold=1.0000000180025095e-35 0.57091520978742472 1.6380901172106308 -0.35591705087833159 0.66115833724634121 -0.68422620775809573 0.87723755459486374 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.7107395734957884 0.38646845251715672 -0.2363894608792538 1.0000000180025095e-35 -0.37428265452218518 0.35442217057080599 2.8395370799469446 1.0000000180025095e-35 1.0000000180025095e-35 -0.29258408639884992 1.0000000180025095e-35 2.168314495256825 1.167332385286735 1.0000000180025095e-35 -0.86283290253235112 1.473346372007182 4.5114904631235966 1.0000000180025095e-35 0.52959676170338621 2.9259986913243421
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 5 20 9 8 -7 12 13 28 -5 17 16 21 -3 18 -1 -8 27 -16 -19 -9 -25 26 29 -2 -6 -4
right_child=2 14 25 6 11 7 19 23 -10 -11 -12 -13 -14 -15 15 -17 -18 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00041179101014225358 -0.0014920463927279707 -0.00018254324535471502 -0.0007774957705625606 -0.00032058464567071753 -0.00023001694212564046 -0.00094663139602176624 0.00046456916110835026 -0.00031123956951289024 -0.00015847241629524033 -0.00062582886310476532 0.0011496677132371478 0.00063213164652635618 5.4004578301684982e-05 -0.00011486173266465998 -0.00055536381349218531 -0.0012785248507347223 0.0020792541694052724 0.00050629905666507626 0.00037054934294383204 -5.6482026837970898e-05 -0.00049119605860168075 0.0012151646701849981 -9.6264725557067754e-05 0.0011362225589498327 6.1346718015150705e-05 -0.0016460820134987623 0.003746923524152959 -0.0006753651974619212 0.00050228864343760781 0.0016025116325704203
leaf_count=11980 7135 14798 22560 34569 14189 13249 11777 12286 14047 15347 2311 5180 31995 20713 14145 5240 336 26995 14908 11833 19548 617 4809 1410 16148 3323 74 6902 3180 327
internal_value=0 -0.0128853 -0.136917 0.0113015 -0.103885 -0.145786 -0.0433709 -0.0898497 -0.191132 -0.0817652 0.079102 0.0371685 -0.0515911 0.067321 -0.163623 -0.260713 -0.047634 0.104915 0.0280644 0.0783793 -0.261072 -0.184623 0.161015 -0.00890354 0.0595814 -0.315437 -0.279088 -0.39358 -0.0342005 -0.286537
internal_count=361931 222373 139558 187237 113274 90725 105521 57140 27296 81911 81716 22549 66564 79405 35136 20002 15134 58692 26888 23610 33585 14762 31804 29844 17558 26284 22961 14037 17369 22887
shrinkage=0.00258554


Tree=473
num_leaves=31
num_cat=0
split_feature=785 728 548 125 188 712 1323 595 852 896 1298 1361 470 526 1470 832 470 464 689 665 497 1464 766 921 1100 395 211 933 202 1047
split_gain=784.094 544.815 384.966 282.615 293.845 205.487 173.005 150.015 142.916 123.928 120.208 153.665 119.404 105.341 101.682 101.602 101.118 96.7599 96.1167 85.6999 81.3775 82.2632 79.643 79.3264 75.4361 73.7708 71.5673 71.1609 69.6934 69.6357
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.77783235518120974 1.0000000180025095e-35 1.0747610123934368 -0.28794826445342053 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 -0.54802637058688675 1.0000000180025095e-35 1.0000000180025095e-35 -0.4288425582216272 0.85652824257920523 1.6127128701036082 1.5993600128483978 -1.695011218147956 0.62154522891879982 1.6293515030253838 1.0000000180025095e-35 -0.52240281317313852 0.68806224955729689 1.8438707357942881 2.3738149868247693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 14 -1 -5 12 9 20 11 -7 17 15 -2 -6 25 -3 -14 -16 21 26 -20 -10 -18 -4 -8 -22 -12 -9
right_child=1 7 16 6 13 10 8 29 23 -11 28 -13 18 -15 19 -17 24 -19 22 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00023669316164029672 -1.2391762504591059e-05 -0.00036982151834770617 -0.0003847107791030494 -0.00012044446299432574 9.1706431736384171e-05 -9.9018940572261318e-05 0.00010517494937442375 -0.00038219548845946943 0.00011365088160877594 -5.5350790340592461e-05 0.00028386615711859143 0.00022135111868235754 -1.6354779646417121e-05 -0.00020437223716029441 -0.00032500742154692236 -7.0624431955501404e-05 -0.00010045327723344073 -0.00019272587966959005 0.00037604367413784023 -0.00011228506844397644 0.00029206662530220715 0.00031191397131702923 -0.00019425727329027423 0.0003925609210416271 -0.00031673849111063372 -0.00019829352980140332 -4.2721688665893815e-05 -8.4153038150744573e-05 -0.00017596928616605569 0.0001533445218861681
leaf_count=3225 3969 17409 14089 20714 12832 5918 10646 19629 8008 33528 13472 6249 11398 8086 23956 22034 22462 20948 533 6179 4623 1900 29324 2586 5678 12644 17279 1224 695 694
internal_value=0 -0.154848 -0.102833 -0.0603911 -0.160482 0.181924 0.00576204 -0.299219 0.0452013 0.0120232 0.235062 0.0929609 -0.259005 -0.0563637 -0.326646 -0.011226 -0.272902 -0.357476 -0.18283 -0.376831 0.0904927 0.0482795 -0.249581 0.251551 -0.188201 -0.384982 0.020662 0.293473 0.357386 -0.493354
internal_count=361931 332372 232437 177564 77056 29559 100508 99935 79794 69200 26334 12167 79612 42952 34104 34866 54873 38357 41255 30135 35672 29825 29857 10594 28140 26733 27925 5847 14167 20323
shrinkage=0.000730245


Tree=474
num_leaves=31
num_cat=0
split_feature=1031 203 785 519 728 921 783 319 930 677 878 791 588 727 1436 816 507 809 959 382 728 990 885 1430 1450 714 50 830 1323 913
split_gain=264.848 254.078 240.164 209.156 202.198 239.953 249.268 172.084 127.123 121.348 161.524 120.355 113.867 106.872 86.4448 86.1477 84.817 77.6619 88.2644 75.8554 77.6046 73.4408 71.4358 70.9338 70.3515 66.9803 65.9544 64.8718 64.1903 64.8286
threshold=1.6568736917453439 1.6436232400911501 -0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 0.98567350059335823 0.65809631222906606 1.0000000180025095e-35 -0.98621059485438678 1.0000000180025095e-35 -0.90320472132347296 1.09266583130301 4.8263866747680533 1.0000000180025095e-35 -0.40458312552186665 -0.62741635080033265 1.0000000180025095e-35 1.1051077777455331 2.8425200577949936 0.65507603533495473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 8 7 27 9 16 10 14 15 19 -1 22 -11 -4 18 -2 20 -5 -8 23 -6 -17 -14 -3 -7 -10 -30
right_child=17 26 3 12 5 6 21 -9 28 11 -12 -13 25 -15 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.0571540676935381e-05 -0.0011200159058917627 -0.00078693741569680188 0.00031303874576754773 -0.00074154487092977287 -0.0012380767508110304 -0.00016106819089963811 0.00074515941686056496 -0.00065482772899124223 -8.9459882707415054e-05 -0.00031035919018140249 -0.00015652674361332734 0.0002432326442116938 -0.00046431400195527146 0.00066431669217470858 -0.00034060748059362451 -0.00026723266516157611 0.0011358023999273783 -0.00031711277298655669 -0.00039286852977999894 -0.00014910060587681594 0.00071778705888249177 0.0019242038036817791 0.0014857809400802573 -0.00048606462925181209 0.00047402590548278569 0.0013335796846172378 -0.00031290696830195463 0.00054833931676012096 0.00011494095483895624 0.0036359095766380595
leaf_count=9990 15509 18401 14224 925 14738 18350 4362 30437 23670 38572 35677 19792 502 14748 11874 4606 3411 21565 9867 6712 5957 1451 251 5296 5946 3107 17988 3566 263 174
internal_value=0 -0.0362375 -0.0165133 -0.0371702 -0.0553699 -0.0858115 0.0938231 -0.118106 0.0747713 -0.0881137 -0.159132 -0.0304463 0.169799 0.172215 -0.291673 -0.0849243 0.209129 -0.232898 -0.338642 0.0857695 0.22988 0.453948 -0.401323 -0.423506 0.0671344 0.471732 -0.225617 -0.0159936 -0.0230192 0.717809
internal_count=361931 314990 278601 253863 236660 194918 27729 167189 41742 136752 67836 68916 17203 24738 32159 49124 17635 46941 25376 13594 6882 5813 20285 20034 10552 3609 36389 21916 24107 437
shrinkage=0.00232407


Tree=475
num_leaves=31
num_cat=0
split_feature=785 728 1238 852 125 395 728 470 1160 1361 1022 1154 210 464 471 896 784 497 807 692 846 203 927 821 513 728 928 1169 405 1304
split_gain=697.506 528.299 363.101 257.984 220.167 241.947 205.612 146.063 131.744 160.396 131.622 134.704 130.916 120.408 117.362 115.084 109.16 94.4409 88.1562 83.9831 83.2271 76.7448 74.9923 74.6554 73.9363 73.4239 72.7163 70.931 70.7653 68.9187
threshold=-0.86283290253235112 1.0000000180025095e-35 0.46340146005616162 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1884933851823243 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 0.9594655836162902 1.2988238104382279 1.0000000180025095e-35 -0.97604641915355106 0.55868296782514293 1.0605395091208547 1.0483613175537825 -1.0305144854359449 1.0454229551509682 -0.90320472132347296 -0.52992354128753727 1.3563391952969075 1.0000000180025095e-35 -1.2519738572323926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 21 -1 13 9 -8 11 29 -6 -3 -9 17 19 26 -7 -5 -12 25 -19 -16 -21 -2 -14 -10 -17 -4
right_child=1 7 10 16 12 18 8 14 27 -11 20 -13 15 -15 23 28 -18 22 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00025226403404240153 -4.2211703986232034e-05 -0.00042396831797435045 -0.00057937889429702843 -0.00024816185253675376 -0.00022952224014300364 -9.4220148006818887e-06 -0.00012077570347850559 -0.00023115612288096454 0.00031799891315513343 0.00022135655305193815 -8.3032180102994422e-05 -0.00016864349034763034 0.00012562184570819241 -0.00023385911444397499 -0.00031531899958406047 -3.7035081308682891e-05 0.00029768319758798566 0.0002937103422081322 -0.00019596683581365294 3.9362582733960478e-05 -0.00028985445901384942 -0.00045766981714568387 -0.00012118039458372035 -1.4729394239771114e-05 0.00033664009492051072 -0.00027847658562882717 -3.1510221291156984e-05 -3.2570630370287044e-06 -0.00025666414320174439 -0.00031649243970858419
leaf_count=3396 4810 22241 6621 2181 7153 24067 6104 34843 11726 6539 28376 16410 10231 26330 3204 31451 5303 5325 8896 11526 6956 6683 1151 13317 2155 18051 19574 1794 4427 11090
internal_value=0 -0.155699 -0.104462 -0.0548162 -0.0875245 -0.186261 0.16276 -0.297924 0.21824 0.0750932 -0.24169 -0.34954 -0.0213032 -0.396241 -0.220549 0.00237088 0.146714 0.0785085 -0.0743751 0.0623521 -0.155498 -0.346233 0.284268 -0.0791189 0.116909 -0.289545 0.0306507 0.353139 -0.0790952 -0.511439
internal_count=361931 332372 232437 162984 141819 62507 29559 99935 26163 12643 69453 34121 79312 48571 51364 72159 21165 36281 32963 15862 35332 29544 6476 16521 13681 22861 29805 13520 35878 17711
shrinkage=0.000776264


Tree=476
num_leaves=31
num_cat=0
split_feature=785 548 125 50 1076 727 194 789 497 728 1469 747 126 953 947 728 964 529 1237 588 382 547 1367 1361 706 938 1431 1378 830 927
split_gain=606.276 460.085 363.556 311.104 191.321 187.752 179.362 157.125 155.832 144.661 142.748 122.976 116.228 111.517 111.475 108.883 102.196 101.101 97.9593 94.6391 99.2573 87.0091 87.1488 97.1118 86.1142 83.3065 77.9509 73.1881 72.5846 71.8603
threshold=-0.86283290253235112 1.3419342387057427 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.7001250133015622 -0.49008176997875957 -0.64180087851808076 0.34871943973277292 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.80745641784395206 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 1.0000000180025095e-35 1.0000000180025095e-35 1.8451527406583355 0.7215848940009576 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 10 24 9 8 12 -2 26 -8 27 14 -3 -10 -11 -6 25 20 -17 22 23 -7 -1 28 -5 -4 -12 -26
right_child=1 13 7 4 17 21 11 -9 15 16 18 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.00019008111735758869 -8.6734281041105169e-05 -0.00050598202008053476 -9.6725091311253229e-05 0.00013448478328799825 -0.0001108702483346117 -6.6843226251357869e-05 -0.00021197633172627376 -0.00018995731281994227 -0.0001544716841720605 -0.00040117127351522173 -4.5470323220077381e-05 -2.5491952153840119e-06 0.00011091216703374721 -0.00020357289477066591 -0.00025881891335366268 0.00039896422651652887 -0.00014393892171015078 -0.00029749926015919118 -0.00025081078547465002 0.00069636727776734421 1.5420597436795548e-06 -0.00022329357831156715 0.00038170987985821595 0.00032589961582860891 2.7213226303661501e-05 -0.00016100958417883325 -7.1056150778366021e-05 0.00021480844987724975 0.00015549304070226207 0.00052702541941543617
leaf_count=5567 8576 16945 23932 17413 24983 3312 23972 9003 1637 36629 20748 12716 16415 33636 15620 3881 6508 15451 9454 1327 2929 1040 9109 3547 6164 13845 7919 2181 6652 820
internal_value=0 -0.148225 -0.112765 -0.158609 -0.0914835 0.149758 -0.262408 0.0189982 0.060312 -0.359509 -0.0326159 -0.157066 0.0066419 -0.328343 -0.437345 0.278751 -0.421342 -0.211343 -0.0973217 0.368572 0.274698 0.286551 0.323159 0.15791 -0.0322048 -0.0561917 0.0887034 -0.0803552 0.00640202 0.105097
internal_count=361931 332372 266171 204866 116465 29559 88401 61305 52302 51713 76031 36688 42528 66201 32565 9774 43137 40434 50699 8137 6810 17008 15968 6859 12551 41245 25332 26113 27400 6984
shrinkage=0.000841214


Tree=477
num_leaves=31
num_cat=0
split_feature=821 269 795 470 1430 1367 809 884 735 713 332 21 816 464 1469 652 1451 50 854 930 771 705 1458 706 1002 1237 665 1290 1467 796
split_gain=267.487 229.949 206.428 182.242 186.99 154.936 147.06 174.616 118.483 116.911 150.027 113.955 111.816 108.368 105.652 96.5733 86.4328 86.1953 85.0068 84.6408 77.47 72.8725 72.7754 72.4364 71.7783 70.018 67.4484 64.4098 60.0716 59.9416
threshold=-1.0305144854359449 -1.2832447556410924 -0.29258408639884992 0.66595742291584703 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2560756724538602 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -0.98896428961744431 0.75140231727557782 0.55630078546380823 -0.87473648844905705 1.0000000180025095e-35 1.8122906398701633 0.41040386000896778 -0.19179933198544472 -0.34486521972324052 0.69854289147193727 1.4298092310842805 1.0000000180025095e-35 1.0000000180025095e-35 1.4788072840855835 0.38087715954262297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 16 3 4 5 14 7 -1 9 19 13 23 -12 28 -3 -6 -2 20 29 -4 -17 -5 -9 -8 27 -7 -10 -20 -11 -14
right_child=1 2 8 21 15 25 11 22 26 10 12 -13 18 -15 -16 17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012791189434148849 -0.00056892623950224538 0.00087864683898215324 0.00063307986275757831 0.00027181329587605861 0.00081880434349958296 0.00017348865623635014 0.00040813192516603346 -0.00074355102991551588 -8.0369448784910414e-05 -0.00087092018634834069 -0.00045412806036823535 -0.00042287675155311166 -5.9164974015526103e-05 -0.00026024421265635343 -0.0006492447534198185 -0.00012097095982543346 0.00014148677861759056 0.0005495963997095805 0.00020305290419664283 -8.9097691957551714e-05 0.00051971386151799159 0.0008509625439423762 -9.4649045840502341e-05 -0.00023589514794179639 -0.00052084117444181892 -0.00093237220272650626 0.0010237505231220963 -0.00027887953775274332 0.00032880361965062634 0.0011975576416074914
leaf_count=17722 33363 1069 6506 9633 6309 18569 9415 11384 2195 21809 16045 34550 1339 23890 20098 21483 5552 10035 21402 9430 5569 9941 10959 10797 5556 1914 2863 9016 1422 2096
internal_value=0 -0.0246253 -0.00115888 0.0667972 0.0222686 -0.0847223 -0.168002 -0.294421 -0.0599819 -0.0744796 -0.101856 -0.0983427 -0.0350736 -0.201401 -0.228243 0.114226 -0.190914 0.0729243 0.0182824 0.0873745 0.00963268 0.237609 -0.172495 0.0359731 -0.0110429 0.0381654 0.235265 0.0269419 -0.330854 0.306706
internal_count=361931 267104 228189 104620 85046 41650 94827 40065 123569 118511 102575 54762 55454 47121 21167 43396 38915 37087 39409 15936 27052 19574 22343 20212 35974 20483 5058 30418 23231 3435
shrinkage=0.00238722


Tree=478
num_leaves=31
num_cat=0
split_feature=785 548 125 188 1097 728 747 1470 941 1469 56 119 194 50 1375 729 1444 1116 1160 45 678 1083 263 1307 869 938 652 791 51 885
split_gain=769.248 525.885 433.277 480.388 312.313 226.551 184.645 165.277 146.163 141.44 135.689 190.809 118.851 115.662 114.184 105.775 103.64 96.7473 94.1177 91.9762 89.9489 87.7575 86.6521 85.3941 80.3034 79.5393 76.9046 76.6252 73.018 67.864
threshold=-0.86283290253235112 1.3419342387057427 1.0000000180025095e-35 1.0000000180025095e-35 -0.64966988391888181 -0.49008176997875957 1.0000000180025095e-35 -1.319112866592808 1.9607587081991176 -0.64180087851808076 1.0000000180025095e-35 1.0000000180025095e-35 1.5271592296785539 1.0000000180025095e-35 0.59806352348768188 0.75637635299260908 1.0487318818042339 -0.93184439067899449 0.68536004617275303 1.216416816489077 2.9016603484412591 1.911083489114747 1.0000000180025095e-35 1.0485873544557924 -0.57653763495970078 1.0000000180025095e-35 -0.55024281929118113 1.0000000180025095e-35 1.0111847875080273 5.4658443334279108
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 15 -1 26 -2 12 28 11 -7 16 22 25 23 21 -12 19 29 -14 24 -3 -4 -8 -11 -6 -26 -5 -9
right_child=1 13 4 9 6 10 8 18 -10 14 17 -13 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00022224395990490592 4.5700134792462463e-05 -0.00039528406678969393 -4.6237430422332919e-05 3.6986221786251583e-05 5.2735497841140335e-07 -0.00012041605140935624 0.00013337196617759246 -0.00035490919402404232 0.00028068217196486925 -5.3770528810300258e-05 -0.00011877846636142208 0.00019962865207586439 0.00017479159203475809 -0.00017334562529356656 -0.00029895651652505554 -0.00023147808922890686 -0.00018416979677645585 0.00025926596739465424 -0.00014660004277032191 -0.00014330524946354448 -0.00029765150152195126 -0.00022979773908792967 -0.00023135920948550511 -0.00019855244588586304 -3.5017363503873812e-05 -0.00018658382180348633 -0.00012583683511662415 0.00010007606443336189 -0.00019442028127223849 0.00060230714598337942
leaf_count=3396 2852 16596 22326 18566 13036 5777 8821 35807 3498 24917 1185 6070 9295 33127 6652 16463 5120 13131 7688 5197 653 2303 16478 10272 25383 12852 22468 8992 2892 118
internal_value=0 -0.167388 -0.129515 -0.231769 -0.0598935 0.166002 5.93671e-05 -0.408705 0.060258 -0.12164 0.224147 0.0702196 0.0372765 -0.357665 -0.191167 -0.203764 -0.00250639 0.352593 -0.44516 -0.494163 0.223596 0.0252871 -0.464135 -0.139313 0.0444589 -0.14904 -0.119953 0.0011002 0.0122381 -0.541156
internal_count=361931 332372 266171 117541 148630 29559 99569 51662 64065 65879 26163 11847 60567 66201 44421 49061 50619 14316 48810 41122 9948 45499 33074 32598 43196 37769 35504 34375 21458 35925
shrinkage=0.000646839


Tree=479
num_leaves=31
num_cat=0
split_feature=681 733 56 188 785 652 1470 540 62 1091 1469 706 21 869 21 395 1459 1430 1436 728 678 1312 62 728 513 45 1464 915 1459 1466
split_gain=270.314 227.673 192.836 296.851 145.937 114.483 105.131 102.205 81.6361 86.2419 81.311 80.5755 79.7981 82.6241 76.7847 77.4834 73.1196 69.3118 83.8809 67.1527 63.7963 63.2587 62.8219 59.9458 58.5569 58.4622 57.6937 56.8174 55.8167 55.5438
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.98896428961744431 -1.2126727935954851 0.99026637822014563 -0.97978507835213413 0.69009342306031496 -0.98013275004230149 2.4489960785449765 -0.70163543588998201 -0.57653763495970078 1.189441983669046 1.0000000180025095e-35 0.6997810996132513 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 2.9016603484412591 0.35015719381843119 -0.67845511463764618 1.0000000180025095e-35 1.0454229551509682 -0.4851739300165801 0.60535178313820359 -0.4125980357433478 0.6997810996132513 0.59254817745699628
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 19 -6 -1 12 -8 25 -5 16 27 24 15 -2 21 18 -12 -4 28 23 -15 -3 -14 -10 -21 -7 -9 -19
right_child=14 11 4 10 5 7 8 20 9 -11 17 -13 13 22 -16 -17 -18 29 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00018341275907676297 -0.0011424838029697275 -0.00031860689201154046 -0.00062076243367669369 0.00049552246380931764 0.00051790972480429773 0.00050579246473201808 -0.0015132988467650697 0.0003362501280831944 -0.0011674291648536123 6.3029530313757598e-05 -0.00091209317393417804 0.0013962737214221143 5.2947463267350366e-06 -0.00062106669057670214 0.00017279205897129639 -0.0005152142456454526 2.4407520248286307e-05 -2.3573363544966513e-05 -1.985459964733761e-05 0.00068691397584345936 -0.00059276924191800336 -0.0010302014217896652 -0.00017263751566271569 -0.00096771389507029938 0.00098028038298117025 -0.00054412893587941537 0.001798144770916965 -9.2377207207574219e-05 0.0012067664021971805 0.00066999875776405018
leaf_count=5320 20141 26020 1183 11149 16654 12426 9375 13072 14802 5452 8934 929 10899 19662 3826 21532 9096 27178 9766 8844 1976 15148 34798 10842 2565 16918 2180 13410 2868 4966
internal_value=0 -0.034549 -0.00848739 -0.0790134 0.0401351 0.019645 -0.22158 -0.0047679 -0.263173 -0.220408 0.0117208 -0.163836 -0.0341989 -0.070554 -0.229303 -0.262841 -0.175066 -0.0257413 -0.135576 0.254108 0.12763 -0.210887 -0.10786 -0.160692 0.0693391 -0.274278 0.304001 0.0680871 0.168554 0.030151
internal_count=361931 316432 254397 113860 140537 128330 51867 111676 46547 37172 61993 62035 93760 67924 45499 41673 61106 50844 18700 12207 17916 52010 54460 36862 13464 31720 11024 25836 15940 32144
shrinkage=0.00297616


Tree=480
num_leaves=31
num_cat=0
split_feature=1235 407 319 50 56 1430 1367 785 616 652 1467 651 317 1436 1430 21 719 728 727 1449 1469 1452 876 588 710 543 1470 1470 1451 1193
split_gain=254.087 204.599 190.663 184.396 252.365 148.208 138.238 136.992 116.846 110.386 106.98 101.442 90.9169 88.2793 116.613 85.9891 79.6901 76.9995 74.4257 73.566 70.3663 69.4355 68.9266 67.579 77.8487 64.0592 63.8393 62.9047 61.8379 61.0281
threshold=-0.94625487755706195 -1.2965003005540392 2.3683501136148597 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0032126598012274 -0.55024281929118113 4.0242090356330973 1.1107569744011787 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 -1.5042199147372537 1.0000000180025095e-35 1.0000000180025095e-35 0.74561756370782817 -1.2437168825088454 -0.76841635434299438 1.0000000180025095e-35 2.250834115212506 1.6167436385691853 1.0000000180025095e-35 -1.0234459971557994 -1.2363261431504455 0.56703492698768387 3.7217432733790368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 3 4 11 6 -1 18 13 -9 15 19 16 14 20 21 -2 23 -5 27 -6 -7 -17 -11 -25 -15 -8 -3 -18 -19
right_child=1 2 -4 7 8 10 26 9 -10 17 -12 -13 -14 25 -16 22 28 29 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011719080021106805 0.0019380807069670958 2.0684093602918755e-05 -0.00088423589333443424 0.00021865790025616243 0.00062041009518779217 0.00068184427093103707 0.00021482991447173348 0.00032962625094162232 -0.00067559916880194403 3.7665373422013071e-05 0.0016872012531779245 0.00033273195247779435 -0.00073263509857221857 0.00037019505481627275 0.00028687517275881514 -0.0002576382263398565 -0.000409429284966963 -0.0003287676736068799 0.0010438409017647894 4.1848315557765009e-06 -0.00061417774880269502 -0.00011239244712706524 -0.00076485525524195804 0.00098736210394199486 -0.00132275888326792 -0.00040200441826224111 -0.00055650816897313783 -0.00072388383122614524 0.00041023479031445547 0.0020676137936073606
leaf_count=17386 377 3438 7754 4168 1132 3844 3884 33513 5649 43736 686 3661 18634 26651 8860 29105 13371 19682 6552 6144 10233 18573 11184 2753 391 3028 19726 34321 3245 250
internal_value=0 -0.0191295 0.00236942 0.0125975 -0.0552824 -0.153586 -0.279269 0.0681513 0.0304773 0.0449575 -0.0904881 -0.188995 -0.18703 0.0583975 -0.0486006 -0.101319 -0.0676739 -0.00412876 0.287796 -0.224991 -0.19485 0.0120894 -0.163089 0.0369993 0.30643 0.125436 -0.173523 -0.266864 -0.0960795 -0.121968
internal_count=361931 257543 221916 214162 103117 104388 40996 111045 55553 100325 63392 47564 35627 49904 20225 62706 16993 66812 10720 43903 11365 22417 40289 46880 3144 29679 23610 37759 16616 19932
shrinkage=0.00239875


Tree=481
num_leaves=31
num_cat=0
split_feature=785 728 548 852 125 727 257 896 319 921 470 470 519 402 889 1238 927 1457 50 1022 1085 211 395 723 723 791 543 1444 927 1290
split_gain=779.6 553.863 395.088 272.479 237.326 206.601 202.946 154.892 145.412 133.831 132.203 120.668 115.495 107.979 102.869 91.2412 91.202 87.9731 87.2015 86.6771 116.592 79.9769 79.221 77.3224 75.5639 73.8675 72.2215 72.1419 72.0219 70.489
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76023255802283574 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.46340146005616162 1.0483613175537825 0.68635126017805159 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.50711126274173024 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.61050815248025436 1.0483613175537825 1.8124611990991408
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 14 23 12 10 15 18 22 21 -12 28 25 -14 27 -3 20 -7 -6 -4 -2 -11 -5 29 -8 -1 -9
right_child=1 8 11 9 7 19 17 26 -10 24 13 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.1514154004490398e-05 -9.6387883297106665e-05 -0.00031681848831534987 -0.00036929262358429164 2.7039857800624572e-05 8.5584976950913531e-05 -3.9878792334171581e-05 -7.6778678245575862e-05 -4.5934266014844793e-05 -0.00035490165078717634 -0.00010108089098668816 -0.00019407877606936422 -0.00012985553262870919 0.00026602674689379311 -3.1337370543418297e-05 -0.00018432623574509533 -0.00014375161214904235 -0.00016970921441405304 8.9021799295821994e-05 -0.00014153785205134204 0.00032178090453561869 0.00029638042172538178 -5.1604740837549397e-05 -0.00019418060591126744 -0.00029242156333006728 0.00037372817007210157 0.00025469830042026856 -0.00025338550649543101 -0.00029922562436910603 0.00043321507778192617 -0.00029055578202939747
leaf_count=6803 6425 28908 15973 9159 13776 4199 24609 34145 20386 770 27172 32359 5726 13881 4844 4642 1059 5759 9588 8996 3813 20831 14422 23199 3992 3893 5083 3907 904 2708
internal_value=0 -0.163551 -0.111117 -0.0637648 -0.0968326 0.172475 -0.198074 -0.0302696 -0.308718 0.137144 -0.268751 -0.267198 0.0533388 -0.188267 -0.0179285 0.05549 0.278707 -0.0986951 -0.371866 0.31472 0.168786 0.00609139 -0.380892 -0.344259 0.419904 0.134469 -0.11746 -0.146048 0.113322 -0.0882212
internal_count=361931 332372 232437 169683 147227 29559 63899 83328 99935 22456 79549 62754 41392 41053 12551 17694 6785 34275 38496 17008 8012 34607 30395 29624 4762 13052 41936 28516 7707 36853
shrinkage=0.000713877


Tree=482
num_leaves=31
num_cat=0
split_feature=785 728 1100 263 395 727 200 319 470 941 519 723 376 597 1466 126 112 689 706 727 1223 1022 1016 588 734 497 1458 927 1452 1023
split_gain=677.996 495.331 355.72 298.953 319.653 195.983 166.711 150.7 129.84 129.556 129.653 123.777 109.911 107.814 105.666 104.869 99.1077 98.9326 94.3042 88.8182 84.1504 79.4325 94.7199 78.0383 75.5165 74.6021 73.2537 72.5459 69.0801 66.8121
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.97734522064874174 1.0000000180025095e-35 1.0000000180025095e-35 1.9607587081991176 2.1420547332082829 1.0000000180025095e-35 1.2189113891555967 0.4590488840311347 0.67647628514450941 1.0000000180025095e-35 1.0000000180025095e-35 -0.4288425582216272 0.82104289547369691 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 3.0820683777490774 3.0589865121061197 1.8460070869938618 1.0483613175537825 0.90005214643023135 6.1500100900864334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 13 18 26 8 20 10 15 -12 23 19 16 -8 24 -10 -1 -2 -3 22 -7 -13 -6 -19 -5 -20 -16 -21
right_child=1 7 -4 6 14 21 9 -9 17 -11 11 12 -14 -15 28 -17 -18 25 27 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014253641084635853 -0.00013102646578489583 -0.00035419200949869109 -0.00024656111766773738 -0.00012344115871699147 -4.7142987869699397e-05 -2.6248325208886222e-05 -6.610256660945964e-05 -0.00035263453360852341 -1.2288901300085593e-06 0.00026262910626197617 -0.00015658074988221472 9.0029338474096463e-05 0.0006209741430447265 -0.00010214394404128593 3.4968618337457457e-05 5.0610335186519902e-05 -0.00022519997632868937 -0.00018371395856244468 4.9467575160716701e-05 -0.00034685590636407686 -0.00018884200548360377 0.00032124894209932422 0.00028724186573526812 0.00043615292597058366 0.00049257605288947535 0.00036850885927060864 0.00017577587316274548 0.00051042498325576402 0.00035758146880664253 0.00093276406709801995
leaf_count=6473 7817 17738 31093 27483 32151 4211 34157 20386 11342 4363 2102 5638 1148 11513 5777 30273 8810 29202 5339 24369 20758 8996 3801 1586 502 509 1800 739 1777 78
internal_value=0 -0.148335 -0.0986874 -0.0704008 -0.163734 0.166533 -0.00286005 -0.286623 -0.245721 0.0415329 0.0217794 0.21662 0.315699 -0.315415 -0.0578901 -0.0122764 -0.0998569 -0.165607 -0.0194869 -0.390104 -0.348748 0.30599 0.165806 0.227826 -0.0509654 -0.233803 -0.139349 0.147461 0.156811 -0.463055
internal_count=361931 332372 232437 201344 92794 29559 108550 99935 79549 79267 74904 10474 8372 43777 49017 64430 41463 41053 12551 32264 38496 17008 8012 7224 32653 29711 29283 6078 7554 24447
shrinkage=0.00073475


Tree=483
num_leaves=31
num_cat=0
split_feature=785 67 470 464 1097 727 62 728 1011 959 497 21 804 713 519 1469 889 112 893 728 407 1458 962 21 487 1436 340 471 1458 21
split_gain=755.482 551.404 429.99 356.951 252.791 205.503 177.183 168.61 149.06 143.371 132.34 119.535 116.577 111.87 104.154 102.209 102.009 101.578 99.2534 95.4612 95.0205 93.9529 87.8202 85.7577 79.1932 77.888 77.1097 76.5842 74.1323 73.9345
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.64966988391888181 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3326183996331451 -0.98621059485438678 2.2206245932530155 -2.7818205974049124 1.3537602816678871 1.0000000180025095e-35 2.1420547332082829 -1.1138918620402491 1.0000000180025095e-35 2.2718117149406565 1.6744786423712141 1.0000000180025095e-35 -0.99036325415606752 1.9740088896168135 0.78457125397875782 -3.2545899522946695 0.013234244600584715 0.60428344764309971 1.8162821653890682 1.0000000180025095e-35 -0.008843535945590739 -2.7818205974049124
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 9 21 16 15 8 14 -2 17 -5 13 -11 18 -6 -1 20 26 24 -8 23 -7 -4 -13 -15 -3 -9 -22 -17
right_child=1 7 4 11 6 22 10 27 -10 12 -12 19 -14 25 -16 29 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.8754538553003312e-05 -0.00051077749403154985 -1.0118850619309287e-05 0.00088050686685488115 0.00087398415750774216 5.4965369222634142e-05 0.00026806883949696543 -0.00022146688120082067 -0.00020033443372065898 0.0001647244073328889 -0.00010835621993651482 0.00025743668456502743 -6.4744078396023128e-05 -1.4578566063382403e-05 -0.00041408923688776166 0.00015766485530388852 0.00088591398578583382 -0.00018516105946899395 -0.00037691973224493334 -0.00025166147194717944 -0.00026346659944856312 -2.8320636429135541e-05 0.00010357404777909442 -9.8017201779583783e-07 -0.00021788404489128977 -0.00020576351594260616 -0.00017453538351622753 -0.00027267966322437701 -3.873716941124275e-05 0.00011166526776043413 -0.00017945627771646065
leaf_count=7707 15556 49660 115 189 4632 14134 4439 16861 9631 5101 3433 21658 3139 24715 5443 112 4844 1929 5171 18024 22696 2110 2874 44139 15882 4294 2844 11750 10791 28058
internal_value=0 -0.161356 -0.223043 -0.333047 -0.142495 0.169218 -0.0745426 -0.0388476 0.00905304 -0.488027 0.0061725 -0.220769 -0.414798 -0.460154 -0.0276278 -0.192997 -0.0205208 -0.0277175 -0.0542781 -0.227725 -0.00752447 -0.275285 0.31104 -0.298856 -0.170614 -0.522209 -0.0308464 -0.182899 0.0249538 -0.243409
internal_count=361931 332372 231012 108558 122454 29559 76090 101360 72749 52805 43288 55753 37249 34110 63118 32802 12551 39855 57675 55564 37926 46364 17008 44254 37540 29009 52504 28611 33487 28170
shrinkage=0.000714163


Tree=484
num_leaves=31
num_cat=0
split_feature=785 728 1376 519 803 728 1469 253 1022 1154 727 667 750 21 888 1436 588 1292 21 471 21 1430 382 332 1436 1430 1470 1454 815 804
split_gain=687.82 436.054 320.586 238.904 230.626 221.486 176.52 155.6 132.883 148.069 131.318 117.444 113.608 104.384 103.366 99.7475 91.4182 90.6373 90.288 78.4254 78.736 78.2949 77.9028 77.6561 77.3332 177.818 77.3176 74.2969 69.7599 66.0765
threshold=-0.86283290253235112 1.0000000180025095e-35 0.18805867694879752 2.1420547332082829 1.9682860324222273 -0.49008176997875957 -0.96833047545424733 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.052781407594911935 4.1116885815925501 1.0000000180025095e-35 0.45538871002063286
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 26 24 9 -7 -5 14 13 -4 19 17 22 -15 -10 20 -3 28 -12 -21 25 -8 -2 -27 -9 -6
right_child=1 11 12 10 29 8 7 21 18 -11 16 -13 -14 15 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00041755418563542966 2.4852825803079537e-06 0.0010606502442424396 0.00091318452221053668 -0.00029397350025268373 -6.2860373048957059e-05 -0.00024537187273452265 -0.00044105425287011999 -0.00050273214265509204 1.0253934873800513e-05 0.0001154504480578208 0.00019064028742603683 -0.00046439713247719845 -0.00049858004932378723 -0.00050165182299300424 -0.00053792342748071569 -0.00024600590657913353 0.00043056290677354536 -0.00029808985951334724 0.00028761006540674766 -0.00033715082529062494 -0.00036686498320572501 -0.00022789225931775555 -0.00015337538807029712 -0.00012380370832375828 -0.00016883722993494708 -0.00019018324675858074 -0.00017971665258901853 0.00075086534658118321 -0.0003226074430821461 0.00023931159603595551
leaf_count=3396 9817 89 160 2594 4975 6621 13833 13552 5891 5942 3738 37208 12738 14564 8024 34323 1917 15102 7709 10876 33497 10145 3100 10241 39864 17934 17137 196 13697 3051
internal_value=0 -0.326495 -0.280328 -0.230134 -0.253287 -0.00650059 -0.273697 -0.311004 0.0546963 -0.0904802 0.0368568 -0.450493 -0.395397 -0.36153 -0.395391 -0.366526 0.146794 -0.461375 0.194421 -0.364183 -0.43084 -0.421793 0.0429559 -0.265749 -0.257902 -0.334291 -0.132106 -0.212297 -0.482658 0.0644518
internal_count=361931 332372 232437 155550 144201 29559 136175 109221 26163 12563 11349 99935 76887 64149 62727 63989 8755 29666 13600 54703 33586 37394 6838 21117 71827 31963 26954 18130 27249 8026
shrinkage=0.000838823


Tree=485
num_leaves=31
num_cat=0
split_feature=1100 800 585 1469 1458 62 516 272 65 1430 1436 21 789 507 583 1430 1436 377 1367 1292 332 1016 651 943 665 21 1116 1230 1452 1469
split_gain=263.743 234.628 198.231 155.212 151.802 145.21 115.436 107.493 97.0925 82.3851 104.951 78.7644 75.0182 97.9084 101.525 85.7522 133.41 73.5684 71.757 78.1004 65.2411 89.3619 65.0041 60.0439 59.3475 57.1809 56.4186 56.0285 55.592 55.3572
threshold=1.6293515030253838 -0.57812715656594349 -0.8867634123843694 -1.1256941366283033 1.8460070869938618 -1.2811150420666217 1.0000000180025095e-35 1.6568181847307961 1.3605314985471562 1.0000000180025095e-35 1.0000000180025095e-35 -0.13431221002227373 1.1248358748350926 1.0000000180025095e-35 -0.55326332990463356 1.0000000180025095e-35 1.0000000180025095e-35 1.4210717172751071 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 1.4693784537238983 3.0858555402564884 -3.2545899522946695 2.9156931588094528 1.0000000180025095e-35 0.85148356494928035 -1.2319146079207914
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 8 11 5 -5 18 9 20 10 29 28 13 14 -8 16 -15 -16 19 22 21 -3 -7 25 27 -2 -27 -11 -4 -1
right_child=23 2 3 4 -6 6 12 -9 -10 24 -12 -13 -14 15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00060095141105315707 0.0025084710795751637 -0.00098656939757704731 0.00034672633697186925 -0.00050884161787454829 0.00054629071918158381 -0.001049115495222488 -0.00018126985652873576 -0.00047620440671071229 -0.00090379587309048922 0.00013666467893181394 0.00029279362519661823 -2.071472341192439e-05 -0.00036057058436597726 -0.00066737440122507073 0.00072830822618123216 0.00016355956623761292 7.9252968669435875e-05 0.002368195909023194 -0.00013296769611654435 -0.0002701656750556848 -0.00017001493875388202 -0.00027964544120413304 0.00035192969361050981 -0.0010723564373216888 0.0015899349971297864 -0.00051094656937399389 0.0010221706779059163 0.00055560064848777168 0.0010780591731147492 -0.00044559727124912065
leaf_count=1221 116 10506 8942 32047 6739 10350 2546 6673 12665 13525 14915 10579 10813 12426 4132 31201 13942 622 27701 12861 24985 12300 919 7441 829 40696 684 15587 3079 10889
internal_value=0 -0.0390578 -0.0702461 -0.0377973 -0.0617998 -0.0761811 -0.0459837 0.0719843 -0.185745 0.0982863 0.0142988 0.118806 0.00423028 0.0314863 0.241485 0.000100595 -0.0951491 0.406361 -0.127759 -0.222199 -0.143846 -0.239227 -0.381223 -0.232277 0.170628 -0.198459 -0.205033 0.154576 0.231253 -0.136948
internal_count=361931 312994 249355 188899 166299 159560 127513 63639 60456 56966 27025 22600 75682 64869 7300 57569 26368 4754 51831 24130 47791 22806 11269 48937 29941 41496 41380 29112 12021 12110
shrinkage=0.00234449


Tree=486
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 50 728 125 319 476 1160 1361 705 852 470 1304 402 896 516 1470 200 50 1154 885 746 1169 928 21 67 497 885
split_gain=728.223 503.075 370.66 268.802 270.473 199.764 155.748 145.53 137.291 127.483 133.578 124.312 120.775 113.836 108.145 104.181 97.7596 88.7664 87.5321 86.2028 78.9946 77.8281 76.6489 76.5749 72.9861 71.0892 70.7109 72.3245 67.1857 64.3231
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -1.0099296266851885 1.0000000180025095e-35 1.0000000180025095e-35 0.62883063453998334 1.0747610123934368 1.0000000180025095e-35 -1.2519738572323926 1.0000000180025095e-35 -0.43454379769620094 1.0000000180025095e-35 -1.2126727935954851 -1.281871280663196 0.55630078546380823 1.0000000180025095e-35 2.9080136987884808 1.0000000180025095e-35 1.3563391952969075 -0.52992354128753727 -3.9164670491403295 0.77035905420283102 1.5729800777409018 6.7447596507476248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 18 13 -6 10 -7 -5 16 20 21 -15 25 -8 -2 -16 26 -4 28 -21 -11 -10 -3 -28 -13 -20
right_child=1 7 14 11 8 9 17 -9 12 24 -12 22 -14 15 19 -17 -18 -19 29 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00020139907593546779 -2.8351288253718821e-05 0.00074771710358716018 -0.00034229771876363155 -1.4375963878973792e-05 -0.00011694596851672064 -8.4058789314485179e-05 -0.00016292890857224799 -0.00031081487307094347 0.00016593762725322604 0.00026002195949919454 0.00017173400794628696 9.829272670260067e-05 0.00015141654839190928 -0.00016999751388088353 -0.00026231114236723393 -2.7562330545433498e-05 -6.1244135765005627e-05 -6.5062146152888838e-06 -0.00024621728878323622 -0.00017365063987961427 -0.00012132570372325353 -0.00017141319359787193 -0.00025625139635437145 -3.4987226649913209e-05 -6.885862729252782e-06 -3.9063829142744819e-07 -0.00030802999449576528 -8.7855194777356751e-05 0.00027904602651804798 0.00092894966924212351
leaf_count=3396 3984 90 12020 21301 20664 6104 10890 20386 5885 11726 6539 11347 7614 27172 7813 13881 28871 14449 29939 13736 9588 11721 725 15956 1794 11449 25256 3562 4009 64
internal_value=0 -0.161091 -0.111127 -0.0650872 -0.111202 0.164481 -0.22491 -0.299916 -0.0341808 0.219159 0.0781921 0.0775409 0.0155796 -0.259843 -0.262082 -0.185221 -0.0236568 -0.110219 -0.333797 -0.193759 -0.35615 -0.389071 0.201834 -0.145195 0.351858 0.0907391 -0.425288 -0.434342 0.230262 -0.38111
internal_count=361931 332372 232437 171191 133809 29559 59326 99935 74483 26163 12643 37382 53819 79549 61246 41053 46205 25339 33987 37505 38496 23741 16081 29692 13520 17334 28908 28818 15356 30003
shrinkage=0.000635468


Tree=487
num_leaves=31
num_cat=0
split_feature=43 869 1442 705 409 1464 1031 188 1463 401 1466 1458 513 728 785 1457 1445 1468 1296 930 1465 1460 1464 706 1452 896 1450 934 1462 1452
split_gain=262.275 221.74 143.196 139.551 111.815 107.825 104.365 95.0014 88.5586 83.958 77.7818 80.3742 76.3466 101.521 84.3405 73.1764 71.0389 68.7404 63.0865 61.3323 61.1514 60.7945 56.6576 55.5756 55.4696 54.2981 53.5343 53.0915 52.1006 51.916
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2625182715263061 1.0999472070578602 2.2294551496329555 0.32487369541553784 1.0710442084254466 1.0000000180025095e-35 -0.052537044703927886 1.0000000180025095e-35 0.64223325902471184 -0.069892912842692612 1.0454229551509682 -0.49008176997875957 -0.86283290253235112 1.3789366748870187 1.6380901172106308 0.38892790084257617 1.0000000180025095e-35 1.0000000180025095e-35 -0.41120921193798426 0.3667834300241784 0.35193241984319928 2.1164963568036277 0.039474337618497217 0.73822046824604237 1.1911932593428711 1.0000000180025095e-35 1.4481397759782462 0.47270872550543164
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 5 8 12 9 10 -2 11 17 13 -3 25 20 -1 -4 21 -16 -10 28 -7 -20 -12 -15 -24 -5 -9 -19
right_child=7 6 3 27 -6 22 -8 18 15 -11 24 -13 -14 14 19 -17 -18 29 23 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016198790390543189 -0.0012393818184334195 0.00020874342853329737 -0.00057604434617426119 0.00016246246621210887 -0.00076519046531585584 0.0013243038047816896 -0.00074343845331181269 -0.00069569967455230413 -0.00022140061622190888 -0.00052912994390757486 1.1980018283648931e-05 6.4475695482348261e-05 0.00026625557343726172 0.00066814135715002312 -0.00084190672111736722 0.0010975993856531859 -0.00078534185102770463 0.00034310194857718285 4.8946779523433049e-05 -0.00035390551607091073 0.00030307285257641782 6.7619302565904776e-05 0.00019629199339493448 0.002873912485564557 0.0011299373112193005 -0.00079928191864054665 0.00091075230027039223 0.00075827128196649034 0.00051876636493087527 -0.0013186680677434559
leaf_count=26671 16710 10688 27364 8314 7496 1859 24684 23138 12699 18342 4428 16425 8815 3301 17976 2589 11903 5140 8105 28086 20862 6764 26798 244 2206 1126 3851 13037 1474 836
internal_value=0 -0.0301839 0.00935836 0.0359109 0.0100311 0.0232511 -0.12074 -0.183428 -0.0136147 -0.281799 -0.0660405 -0.0953643 -0.0811512 -0.110958 -0.154934 0.0659319 -0.115758 -0.156118 -0.112551 -0.186797 0.0387488 -0.162108 0.124116 0.0481911 0.141191 0.106686 0.102675 0.187562 -0.216152 0.0459376
internal_count=361931 287154 192478 153904 132553 125057 94676 74777 92549 35052 56399 49765 69992 61177 50489 36150 38574 33340 39725 46062 33561 31376 32508 8349 6634 4427 30649 21351 24612 5976
shrinkage=0.00285056


Tree=488
num_leaves=31
num_cat=0
split_feature=198 253 785 729 1022 1361 1287 755 1458 21 1430 1091 609 471 800 1469 665 678 257 332 915 727 733 600 804 50 131 944 1304 959
split_gain=258.003 219.707 138.928 136.016 117.311 131.992 110.367 84.1668 82.434 91.7808 81.6104 141.695 77.8795 75.8963 71.958 69.2218 66.7978 65.5164 64.5398 63.8095 62.7424 62.5023 61.5754 59.752 59.0206 58.2085 56.8713 56.55 56.3703 53.3067
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.75637635299260908 1.0000000180025095e-35 1.0000000180025095e-35 1.1763035833334732 1.8349057301109672 0.20667703603638712 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 2.2685729398725978 1.0000000180025095e-35 -0.57812715656594349 -1.2791237062730081 1.0000000180025095e-35 6.0948733974029876 1.0000000180025095e-35 1.0000000180025095e-35 -0.61310979980899594 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35 0.23318464556329613 0.53713281317862982 -0.94892239677896928 -1.2907225086880219
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 6 5 15 8 18 9 -4 11 17 16 -5 -6 20 -8 -11 19 -2 -3 -1 25 -12 -18 26 -16 -10 -7 -17
right_child=7 4 3 13 14 28 12 -9 27 10 23 -13 -14 -15 22 29 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.1039512119878969e-05 -0.0010303533565113904 0.001999019172339995 0.002870989554443276 -0.00038538233154095179 0.00021513560565468255 -0.00054645393173578577 0.00010540297764310864 -0.0010444085463083338 7.3191157195657842e-05 -0.00064429373461085532 0.00013887544222959759 -1.8707086514980109e-05 -0.0011562010995021901 -1.8400794124840807e-05 -0.00065392743304796685 -0.0015133178374051224 0.00031809591013699247 0.0022630068436031558 -0.00022189849748986459 -0.00039647487123422556 -0.00040138991624427228 0.00059922107639456281 -0.00056042847188518985 -0.00023267610861850478 0.0010042657188176337 3.8203102108384492e-05 -8.4494796926926272e-05 0.0005022245819265496 -9.3871529030132062e-05 -0.00073205483949934417
leaf_count=7413 8413 318 157 34788 10748 10592 6912 7969 21792 17458 30757 20018 594 21906 8238 4952 4601 132 21505 10416 707 10899 10256 12025 4458 20792 8241 8145 19295 17434
internal_value=0 -0.033853 0.00620569 -0.0122531 -0.116144 -0.199897 0.0229397 -0.216447 -0.00196453 -0.0378321 -0.0415347 -0.117951 0.173022 -0.107948 -0.0519569 -0.35388 0.199206 -0.282325 -0.180384 -0.288013 0.173012 0.174101 -0.0904151 0.0174617 0.308758 -0.0533844 -0.15478 0.0887848 -0.109361 -0.391356
internal_count=361931 313628 202055 183743 111573 53298 127049 48303 110484 80547 80390 37608 16565 56694 58275 23411 15971 17590 40334 18829 1025 18312 47527 42782 9059 37271 16479 29937 29887 22386
shrinkage=0.00216223


Tree=489
num_leaves=31
num_cat=0
split_feature=785 728 1445 519 784 727 921 181 727 595 1469 253 21 1309 727 746 1022 878 588 889 382 962 727 689 740 789 927 269 938 830
split_gain=610.463 470.923 316.005 247.128 244.978 189.554 187.995 175.643 168.752 138.229 133.43 110.14 108.339 106.093 101.443 97.5543 93.7647 114.364 88.0261 87.2051 86.9687 77.4927 74.1466 72.1746 69.5235 69.1126 66.8899 66.6936 63.3343 62.416
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 2.1420547332082829 0.9594655836162902 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.8778463702791649 1.0000000180025095e-35 -3.9164670491403295 0.29878677988246938 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 0.78457125397875782 -1.1275738623161491 -0.4288425582216272 1.0000000180025095e-35 1.1248358748350926 1.0483613175537825 -0.36806838854686125 1.0000000180025095e-35 1.6405209124780595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 19 22 10 -5 12 -2 28 -3 15 -8 24 17 -4 20 26 25 -7 -6 -17 -14 -10 -1 -18 -12 -16
right_child=1 9 16 8 6 21 14 -9 18 -11 11 -13 13 -15 29 23 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.6885010440019781e-05 4.2686506266236294e-05 0.00096614189961100397 -0.00044757473310127539 -0.00019821098504269833 0.00017811792055350443 0.00031692771351941109 -0.0002042324288740843 -0.00024771428986769523 0.00047866900001967212 -0.00041214944205749326 -2.1460236696870354e-05 -0.00020955946547661513 -0.00046767629786252982 -6.9732373448232546e-05 0.00035659107169407495 -4.5023370888828187e-05 -0.00024089429474339477 -0.00018529921437669455 0.00058551236614994928 -0.00021861539168860288 1.469648331499238e-06 9.2549621320399401e-07 -5.2194089429569099e-05 -0.00024102979774521375 -0.00026054557927891156 -7.3301576033473533e-05 0.00051093435664975899 -6.407678479438913e-05 -0.00016010720837034625 0.00086362771934826385
leaf_count=6803 24795 200 14713 2776 5977 14134 890 25807 3163 20323 36585 26199 14425 13913 4147 9378 14279 15253 2111 4844 3424 2874 17886 24985 16711 802 904 17001 15818 811
internal_value=0 -0.140812 -0.0923179 -0.0497755 -0.0732386 0.158947 0.0901072 -0.113589 0.210136 -0.276336 -0.0781234 -0.121123 -0.237628 -0.24283 0.397182 -0.284242 -0.233074 -0.332084 0.326025 -0.0243319 0.226861 0.296744 0.00695639 -0.208031 -0.386918 0.415831 0.0973124 -0.155753 -0.0691033 0.500172
internal_count=361931 332372 232437 171191 158915 29559 29711 129204 12276 99935 103397 78602 79612 79412 5848 65499 61246 29966 9500 12551 7389 17008 23863 34363 31136 3965 7707 31280 52403 4958
shrinkage=0.000885489


Tree=490
num_leaves=31
num_cat=0
split_feature=1371 1431 50 56 785 789 1467 21 644 859 1078 21 1016 395 1030 667 1463 1091 789 125 683 1458 652 712 664 1357 256 1081 266 519
split_gain=253.642 228.62 187.984 249.591 131.539 117.287 115.237 117.109 109.972 101.705 71.905 75.995 71.1482 71.0214 67.9956 65.9795 64.1757 64.0361 62.9193 63.1869 62.5678 61.2462 61.2451 56.9497 56.704 56.5448 57.8329 56.1124 51.9129 51.6829
threshold=1.0000000180025095e-35 1.0099929608726099 0.55630078546380823 1.0000000180025095e-35 -0.86283290253235112 1.1248358748350926 3.8567296589757825 -3.2545899522946695 -0.34929633066952553 -0.54135187694831066 1.0000000180025095e-35 -1.6471741456694959 1.0000000180025095e-35 1.0000000180025095e-35 2.2767728968969565 1.0000000180025095e-35 1.5365683213542474 0.69009342306031496 1.1248358748350926 1.5320262332576917 -1.07329023030195 2.6054386111478895 -0.98896428961744431 -0.63779424894106762 1.0000000180025095e-35 1.3962008022525787 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 23 22 7 -1 14 18 11 -11 20 17 21 28 24 -10 19 -6 -2 -9 -4 -5 -14 26 -13 -15 -3 -24
right_child=12 15 5 4 9 -7 -8 8 13 10 -12 25 16 27 -16 -17 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025452647229753239 -0.0011736863212722668 -4.0421786760142263e-05 0.00062534080999365532 -0.00049006013117622229 0.00016592044403914192 -0.00030778281001312134 0.0011652261851772471 -0.00013182109957414359 -0.00076028806883611088 0.001213594016258597 -0.00041864390155912814 9.0502091154211358e-05 -0.0002396130347600807 -5.8218510445650826e-05 -0.00095274473310053693 -0.00062847197743503148 0.00055093464106271799 -0.00012714792499138701 -0.00031820663866282518 0.00070673650757456595 -0.00052044195411260887 0.001053571548220401 0.00015835671904634673 0.00061320348852012538 -0.00084277431779753711 -0.00052634334202222399 -0.00022260310509719975 -0.00060870562353298845 -0.00043006449980962069 0.00070809140462686781
leaf_count=206 6558 13302 6710 970 24882 8046 1016 37290 26870 882 14093 30147 18403 10230 2747 18229 1757 4394 4090 4272 16605 796 45486 8986 4994 5218 17915 6718 17036 3083
internal_value=0 -0.0326137 -0.00930389 -0.0433805 0.0189808 0.0868461 -0.137862 -0.147709 -0.152877 -0.00403557 -0.0516215 -0.0199153 -0.212364 -0.233362 -0.0702908 -0.18025 -0.133878 -0.311125 0.0883281 0.121587 -0.314194 -0.0486703 0.120236 0.242939 -0.166014 -0.029979 -0.00936546 -0.124363 -0.11964 0.094148
internal_count=361931 313614 265047 201722 111455 63325 90267 89251 89045 101499 68255 54162 48317 48212 40833 48567 25154 31264 33244 29154 23163 38086 55279 9956 23397 53280 48062 16948 30338 48569
shrinkage=0.00209197


Tree=491
num_leaves=31
num_cat=0
split_feature=134 616 1307 785 803 519 728 869 926 927 507 727 727 705 588 470 395 666 609 382 539 878 791 900 21 650 578 1035 21 747
split_gain=243.616 219.744 193.501 175.707 191.203 162.083 169.214 158.012 127.338 105.566 98.4432 97.0761 95.4872 88.286 81.2102 81.1765 88.9198 76.348 94.343 74.1825 72.4258 70.8795 65.4924 69.1777 64.6521 63.0479 58.4176 57.6278 56.9202 61.387
threshold=1.6445699455742113 0.57091520978742472 1.6294210021612947 -0.86283290253235112 1.9682860324222273 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 0.46179839519273613 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.8237275434728 -0.70163543588998201 1.6923072129381651 -0.87905496296652397 2.9711786819006263 -0.70163543588998201 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 6 10 8 13 12 24 26 -7 -8 19 16 -3 -6 -19 -14 21 -2 23 -15 -5 -12 -1 -17 -9 -30
right_child=20 15 -4 4 17 9 7 28 -10 -11 25 -13 14 22 -16 27 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010191581039118182 -0.0013056339038280576 -0.0012800906135661432 -0.00050042486066661238 0.00050317425017086395 0.00027796247020385272 4.9714287280107064e-05 -0.00014194901703949923 -9.9817629272697179e-05 -0.00033335438501494729 -0.00055295755757430386 0.00064897395567011179 0.00075186964834739818 0.001224007223553065 2.9750567157370321e-06 0.0018989068238114859 -0.00027579987641643375 -0.00045500541204880076 0.0013167071651110722 -0.0017823734598508443 8.4439579002437666e-05 -0.00034282173524476529 -0.00054676868596597369 0.00061795683192196894 0.00090566119440545093 -7.693664969324275e-05 0.002364622458251588 -0.00012369813258587305 0.0021391323676991435 -0.00087446176322786252 -0.00039848260975009864
leaf_count=1301 11814 9532 29202 7867 7185 4756 33339 11980 39290 2227 5060 13434 2852 20614 1695 25312 13231 4038 277 2635 23759 12495 9072 2400 18723 608 7355 306 15049 24523
internal_value=0 -0.0317201 -0.00913792 0.00870656 -0.0105867 -0.0266977 -0.0448143 -0.0751976 -0.0302807 0.172942 0.0907389 0.180271 0.24572 0.0239188 0.380069 -0.176439 -0.287702 0.238128 0.441226 0.266253 -0.216924 -0.326879 0.0969016 0.0398513 0.0356902 0.328453 0.0209775 -0.096052 -0.180012 -0.220106
internal_count=361931 313863 265482 236280 214190 202690 188525 156267 104715 14165 32258 22090 11938 65425 7182 48381 22763 11500 4315 5487 48068 24309 32086 23014 26590 5668 8656 25618 51552 39572
shrinkage=0.00255877


Tree=492
num_leaves=31
num_cat=0
split_feature=51 1423 1357 1458 1465 1457 1467 785 125 1463 1457 21 1463 478 886 670 474 1459 1458 1454 1463 1459 1460 832 200 1467 1458 1459 1467 1455
split_gain=237.586 214.567 161.37 149.812 133.414 150.197 110.488 107.632 107.219 97.5182 104.313 118.205 101.138 92.7877 85.0231 79.0286 78.3446 76.3636 77.1047 123.805 95.6946 75.759 73.5623 73.2431 72.1967 70.0347 143.573 133.099 79.095 70.2924
threshold=1.0111847875080273 1.0000000180025095e-35 1.3962008022525787 0.20667703603638712 -0.41120921193798426 1.5723103033889971 4.808695702623436 -0.86283290253235112 1.5320262332576917 -0.043407658172389896 -0.45188726494709813 -1.0798509198017876 -0.45723996025542596 1.8167082398441956 1.3656841161399589 1.2185539428497101 1.0000000180025095e-35 1.036536717954134 -0.70351348424488058 1.0000000180025095e-35 -0.18679130198674623 2.387882385810475 1.0012333990267608 -0.041416228298487782 -0.97734522064874174 -0.26660926016955555 -0.63701179010696707 -0.44254886610018701 0.47769311669757991 1.7778406063357999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -6 13 12 11 -11 24 14 23 -5 -2 18 19 -14 -21 -7 -20 -1 -9 26 27 -12 -27 -30
right_child=16 -3 -4 15 7 21 -8 9 -10 10 25 -13 17 -15 -16 -17 -18 -19 22 20 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-8.5990977455305953e-05 -0.00043142726936780461 -0.00039629941205690918 -0.00050429966284165205 0.00034309736144817889 0.00064118025957422581 0.0014921859833351525 0.0060086641997770954 -0.00051109600634688173 0.00043285858676781895 0.0015615996925881042 0.00036122836822316426 -0.00023932664400404092 -0.00039440944201175985 -0.0012599897110255921 -0.0010531524638851624 -0.00029695353740106942 -0.0012201277822513127 0.0022207731807945526 -0.0010431862452396942 0.0043109833591750395 0.00014960608507483719 -0.0015515283446297086 0.00034944001010448199 -0.00055610365633569127 0.00014420214395073836 -0.00043363631591508976 0.00036158614977287163 0.0025162927534115461 0.00034827003592165944 0.0023718954032639163
leaf_count=28564 48255 62436 21528 54073 9021 1976 71 7889 4781 1240 1461 15057 3453 4960 5365 7374 6729 285 9866 319 346 269 1383 18274 27675 4394 8515 2158 3682 532
internal_value=0 -0.0266352 0.000310872 0.0162433 -0.0188255 -0.0958648 -0.117043 0.0306599 -0.120571 0.00671499 0.0889405 -0.0380667 -0.055261 -0.149356 -0.125438 0.103245 -0.191459 -0.203494 -0.226168 0.0265153 0.835012 0.422297 -0.322482 -0.0972279 0.00726772 0.188803 0.292162 0.632638 0.041638 0.244709
internal_count=361931 306947 244511 222983 161536 64260 62015 97276 61944 88255 37039 16297 51216 57163 52203 61447 54984 15652 15367 4118 665 2245 11249 46838 35564 20742 12134 3619 8608 4214
shrinkage=0.00265379


Tree=493
num_leaves=31
num_cat=0
split_feature=888 736 50 56 789 1436 1290 859 1470 1430 1469 678 705 986 651 21 1454 269 21 1465 1467 1085 1091 652 620 1105 785 458 1469 1023
split_gain=232.485 198.811 191.954 286.051 160.68 118.865 114.903 107.714 100.709 95.9905 91.8515 85.4542 80.6594 78.9422 75.8392 72.975 72.414 69.615 68.3438 63.1656 59.7314 59.4326 58.9422 58.4455 57.2688 56.8541 53.5427 56.0845 53.4618 52.9596
threshold=1.0000000180025095e-35 1.470578089058822 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.8124611990991408 -0.54135187694831066 -1.319112866592808 1.0000000180025095e-35 -1.2437168825088454 0.34708990927187483 0.56030458762829227 -0.76409311703963501 1.1107569744011787 -3.2545899522946695 -0.2363894608792538 -0.36806838854686125 1.3785497256249488 -0.34116687556432201 1.4133641467104867 1.0000000180025095e-35 1.0000000180025095e-35 -0.55024281929118113 0.42363828528157838 -0.91259231500349069 -0.86283290253235112 0.86931409669296944 -0.75195544133991998 7.4366709976304533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 9 7 12 -1 10 25 26 23 -9 15 -10 -15 -17 19 28 21 22 29 -4 -6 -5 -7 -28 -2 -19
right_child=18 -3 4 5 24 11 -8 13 14 -11 -12 -13 -14 16 -16 17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00032565388243108786 -0.0003240975207766884 -0.00060351572247759565 0.00059389565554517293 0.0036368818642288745 -0.00016262240702507753 0.00073795283262190973 -0.00051230322235896553 0.00041426770479787968 0.0031597608979433288 4.1429551559739985e-05 -0.00079947864169533105 0.00050976433093864824 0.00075444308790130043 -0.00017502485893632961 5.4330020606527698e-05 -0.0012557607045139598 0.00019106751635004007 -0.0013072400142553442 0.00029695536730389678 -0.00040872497533423066 0.00031082725484739905 -0.00038331995810619412 -0.00056521998918050785 6.1297351145751967e-05 -0.00081152964843008498 0.0002737693579465411 -0.00021746460901442096 0.00047165245130449164 -0.0011115059660893657 0.004360215544752884
leaf_count=3614 4688 26844 9522 152 12178 2645 8288 18472 112 14292 13640 14737 14059 38383 4718 13204 31754 13370 2838 23536 2400 12664 8524 18655 6854 1195 20898 4520 15136 39
internal_value=0 -0.0271773 -0.012076 -0.0774295 0.0352258 0.00414047 0.0598314 0.0743191 -0.211934 -0.104647 -0.233545 0.0714638 0.15856 0.0316692 -0.242675 -0.274697 -0.000800087 -0.280972 -0.207214 -0.234007 -0.233997 -0.260792 -0.345462 0.0927208 -0.146059 0.25139 -0.000881893 -0.0322396 -0.337669 -0.471264
internal_count=361931 315733 288889 130724 158165 72079 139133 130845 58645 29279 14987 42800 42236 88609 55031 50313 70137 50201 46198 43360 36997 34597 21933 28177 19032 1347 28063 25418 19824 13409
shrinkage=0.00269313


Tree=494
num_leaves=31
num_cat=0
split_feature=43 962 705 713 1463 202 1458 882 734 659 815 188 554 1457 1455 401 878 781 693 1465 21 520 1464 1454 566 1460 484 1013 1465 1463
split_gain=225.692 184.667 162.88 146.889 132.529 123.701 99.1414 93.7282 103.605 92.0945 89.1244 81.0665 76.1601 75.787 82.708 71.9131 70.8577 70.4252 72.4619 68.7416 74.0286 62.9853 60.3326 64.2484 59.4829 56.9197 55.6292 54.9385 60.1664 70.961
threshold=1.0000000180025095e-35 1.3714217264408297 0.87723755459486374 1.0000000180025095e-35 0.093599294775546141 0.56345046278266753 1.7240176626431569 0.44470034393954044 0.85494804639094091 0.62821384419828064 1.0000000180025095e-35 1.0000000180025095e-35 -0.30484315083592228 1.4243986620127258 2.8565720557184995 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.58459452631820963 0.53039040772857471 -2.2144973715372043 1.0000000180025095e-35 0.27104461061424379 -0.74726004084035758 2.3824772829776841 0.3667834300241784 0.24567564713313511 0.54050183860820311 -0.45749305878403218 0.43169805095906449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 21 5 6 7 8 26 17 16 15 -9 14 19 -2 -5 18 -4 20 -6 -3 -22 -24 -12 -13 -1 28 29 -15
right_child=11 3 9 10 13 -7 -8 12 -10 -11 24 25 -14 27 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00023046562004836626 -0.00090213502737337807 -0.00030717455494685747 -5.9320079572468468e-05 -0.0012280808601945921 0.0023195826181684571 -0.0005718536927074451 0.00056999758408540757 -0.00023222977173718265 0.00012860930397394496 -0.00017308508616223459 -0.00036443131804035384 -0.00032072375231971978 0.00026786927824328291 0.002874508937098261 0.0010103547932470162 -0.00037303122580614837 -0.00050247794579766911 7.5058156552120631e-05 0.00059181565909481181 0.00032220651078727344 -0.00020130792032679951 0.00044218854844174475 0.0016717220438700314 0.00012706485466710407 0.00080703557798118667 0.00014380306521089044 -0.00057805404714194556 0.0013887491627668244 -8.376952855556858e-05 0.00056558942277022803
leaf_count=42989 16710 5392 4800 10483 233 16549 4382 10784 14659 9555 18190 31276 18938 333 1835 18342 8915 14310 21340 13243 30401 6868 621 9284 1037 8449 16367 1396 2761 1489
internal_value=0 -0.0185725 0.00406329 -0.15158 -0.025995 -0.0669264 -0.0420955 -0.0563503 -0.0989532 0.107444 -0.229075 -0.161767 0.0411133 0.0537372 0.0283512 -0.253851 -0.364189 0.14986 0.212755 0.0123013 -0.032224 0.0609052 -0.0401437 0.100756 -0.128161 -0.0961371 -0.141301 0.270458 0.159545 0.440026
internal_count=361931 287154 236269 50885 186264 124668 108119 103737 74015 50005 38625 74777 29722 61596 55617 35052 19398 40450 26140 53782 40539 12260 40306 9905 19227 39725 59356 5979 4583 1822
shrinkage=0.00226406


Tree=495
num_leaves=31
num_cat=0
split_feature=198 184 1436 1430 1469 652 1020 1235 1083 953 809 21 50 755 1083 885 846 705 785 747 340 1329 683 1384 417 1466 21 522 716 222
split_gain=219.174 189.035 166.081 369.02 244.224 132.054 114.981 100.24 88.7641 81.4975 81.5145 80.772 79.381 73.8809 70.5467 66.7988 61.6432 58.5214 58.3615 60.1085 58.1895 57.8708 56.9058 59.956 54.8874 53.2366 52.5703 52.3279 52.2639 51.6787
threshold=1.0000000180025095e-35 1.384368771371848 1.0000000180025095e-35 1.0000000180025095e-35 -1.2673214316849539 -0.55024281929118113 0.44670980992553178 -0.94625487755706195 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35 1.8349057301109672 1.911083489114747 1.0000000180025095e-35 0.27815439065979142 0.32046342343737316 -0.38035204659413802 5.463800022901057 0.54703477416996305 -0.45064210518789566 0.16607639870926683 -1.3922926637631725 2.924606770914282 2.8104277349532114 0.2439032738895319 -0.71745339412579689 0.39849607246918939 -0.12535001336756038
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 15 8 -5 11 10 18 21 20 16 -14 25 24 28 -6 -20 -9 -7 23 29 26 27 -2 -4 -13 -3
right_child=13 22 5 7 9 6 -8 12 -10 -11 -12 17 14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00056891788051329406 -0.00046498931973105231 -0.0011432448443212085 0.00045037164002448342 -0.00026413300314992412 -0.00068219971591293698 0.00066442337031623181 0.00029920284679300029 2.4902112225881291e-05 -0.00040663132220800135 -0.00030225860292870492 -0.00040442878426767329 -0.00047244484886324454 0.00039106507922500043 -0.001097040423212659 -0.00080881715938005015 0.00047131574240404865 -0.00078172068644054282 7.4273611515319202e-05 -0.0012989409547919525 0.0018001314532089334 -0.00087153626612846368 2.0595052755079065e-05 -0.00024552605747218612 -0.00081086917334179034 0.002965200978171329 0.0015408239831277487 2.0248792576280617e-05 -9.9092050787061967e-05 9.1694800003991119e-05 0.0031974729845030544
leaf_count=4411 19405 169 6360 20137 11503 7372 22775 16881 21960 13066 11222 17249 29149 7969 1384 26776 10653 19539 18287 147 2742 8980 13281 16138 145 596 10131 17146 6169 189
internal_value=0 -0.0225697 -0.0066333 -0.06703 -0.212415 0.0387139 -0.00575227 0.0305767 -0.0452692 -0.265067 -0.326525 -0.00289436 0.0772218 -0.192208 0.139026 0.124459 -0.158484 -0.0502131 -0.403795 -0.508763 -0.0332067 0.129663 -0.202246 -0.305693 -0.107741 0.0407156 -0.114975 0.0235158 -0.126863 0.611039
internal_count=361931 313628 283851 128929 58636 154922 104044 70293 81269 54225 41159 59309 50156 48303 30533 50878 40334 42957 29937 18434 19623 16352 29777 16496 29681 24102 29536 23506 23418 358
shrinkage=0.00245605


Tree=496
num_leaves=31
num_cat=0
split_feature=785 728 181 852 727 476 1218 1022 1430 595 539 727 529 934 470 889 1235 900 638 533 21 694 1463 1449 526 1002 1047 829 1447 1469
split_gain=588.57 485.25 330.937 259.815 174.784 167.289 160.608 158.248 163.922 146.405 119.389 152.745 108.644 101.57 92.4553 88.1509 86.946 85.2514 85.2161 79.7107 77.8583 74.2238 73.1527 71.9974 69.2845 69.252 66.3729 81.6903 66.0698 66.0513
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 -1.316508667510939 1.287322044798781 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.6695026854463163 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 1.8237275434728 -1.9689564536147179 1.0000000180025095e-35 1.0000000180025095e-35 1.2342127532274445 0.093599294775546141 1.4497954797158366 2.3757057381457001 0.69854289147193727 2.3738149868247693 4.3216852530764838 0.74484333252909696 -1.2791237062730081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 15 -5 7 8 29 12 11 21 18 -13 19 -1 -9 -8 -3 -4 -6 -2 -20 -14 -16 -18 -11 -28 -15 -7
right_child=1 9 14 5 20 6 17 16 -10 26 -12 13 23 28 24 -17 25 -19 22 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=7.7717899132529689e-05 0.00011107630671570217 0.0006125863736170038 -0.00041034927762249483 -0.00013446671459574615 9.6690336892977488e-05 0.00013520013723951067 0.00012634049199772231 -8.570019069505592e-05 2.1781445760011362e-05 -0.00038161826138986376 -1.0326041357737838e-05 -0.00031819878140909678 -0.00029594301868569054 -0.00018350215999048331 -9.5339851205033897e-05 -0.0001862878583039447 0.00013214445631367147 0.00043152740993510893 -0.00018732872798620916 -0.00019570193404500383 0.00030602754781387169 -0.00011610221357305573 -5.1580230504809878e-05 4.4654940086166996e-05 -0.0003401813573764069 -3.526875247556828e-05 -0.00011981174897640934 0.0014074459802815775 4.7406985253610576e-05 -0.00022091576606708476
leaf_count=7707 6268 317 11045 19785 6893 1271 8736 7598 19648 19629 17898 16079 26824 20627 20984 4844 26545 2475 34123 12266 10115 9585 16398 1950 4045 6655 612 82 3471 17456
internal_value=0 -0.139059 -0.0897944 -0.0523224 0.155562 0.00857569 0.0424833 0.00930192 -0.0910189 -0.276512 -0.151299 -0.204081 -0.236615 -0.27633 -0.257207 -0.0202683 0.0900672 0.25713 -0.177892 -0.368727 0.288291 -0.0259855 -0.186188 -0.354584 -0.17128 0.129763 -0.470595 0.221269 -0.190952 -0.248391
internal_count=361931 332372 232437 184097 29559 110169 90384 79173 38375 99935 73928 56030 79612 40177 48340 12551 40798 11211 50838 23311 17008 15853 50521 28774 25029 33200 20323 694 24098 18727
shrinkage=0.000762701


Tree=497
num_leaves=31
num_cat=0
split_feature=1362 728 557 1158 659 1030 706 705 417 1012 1457 417 595 125 417 781 693 1189 487 1026 235 21 648 84 1464 1467 1431 852 689 997
split_gain=217.551 195.949 142.896 123.106 123.088 107.945 101.934 95.7879 82.1863 78.5813 73.193 72.7702 68.6775 63.8364 61.9349 61.4367 61.4921 60.8608 59.9519 57.9418 55.7663 54.9045 55.0144 54.4698 54.3474 52.0221 50.7246 50.6873 50.1396 49.0928
threshold=1.0087403405179345 1.0000000180025095e-35 -0.70530571838800626 1.0000000180025095e-35 0.62821384419828064 2.7042904249467168 2.0258146145105322 0.99715813669032338 0.34917881023931147 1.0000000180025095e-35 1.8601767835506282 -0.54325587866546454 1.0000000180025095e-35 1.0000000180025095e-35 2.924606770914282 1.0000000180025095e-35 -0.60642536953554294 -1.4148114293102207 1.1053306314956497 1.0000000180025095e-35 -0.7167301206332447 -1.6471741456694959 1.0000000180025095e-35 0.15634402377045239 0.32487369541553784 3.8567296589757825 1.8641952677858011 1.0000000180025095e-35 0.41500081905592562 1.2208093854130835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 12 5 7 11 8 20 26 13 -5 19 -6 18 16 -9 -8 25 21 -4 -3 -23 -7 -13 -1 -2 28 -10 -18
right_child=9 3 4 6 10 23 17 15 27 -11 -12 24 -14 -15 -16 -17 29 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020189668235903342 -0.00016100235144250009 0.0013321185819850784 -0.00031410245387467842 -0.00056489301010464771 -0.00057226827359590246 -0.00016930580697376707 0.0020485195005646986 -4.6802046408890955e-05 0.0003660104444977169 -0.00077932812959459203 0.00096577427402453155 -0.00018901274748297858 -0.0011181682069573789 -5.7296585108487264e-05 0.0020946962432002382 0.00013248017027274394 0.00064945820579908893 0.00038042802909347566 -0.00076489536399214147 -0.0011415279236600831 8.1022284512816502e-05 -0.00058445761635580323 -1.5727491686874897e-05 -0.0012305720192006492 0.00030956766716395035 0.0016254978334857013 -0.00063931212439563762 0.00056909116865369916 -0.00013565788460170056 0.001522827579976961
leaf_count=39823 24791 599 13507 13471 13154 4879 689 3355 13352 19749 1237 26572 8371 14716 332 10263 13761 3505 7030 4352 53080 16980 8627 2543 8574 393 10775 12617 8992 1842
internal_value=0 -0.0204216 0.0124388 -0.112618 0.0401345 0.0661012 -0.0451601 0.0786 0.0477414 -0.179507 -0.0847214 -0.0745619 -0.219998 -0.108546 -0.0957656 0.181857 0.250707 0.286992 -0.102608 -0.173671 0.00285622 -0.135878 -0.153025 -0.208687 -0.0242353 -0.0719235 -0.11918 0.126853 0.0664604 0.301323
internal_count=361931 306616 214876 91740 167298 138191 52811 130769 101548 55315 29107 48617 38929 27870 47578 29221 18958 4194 47246 30558 66587 26206 25607 7422 35146 40216 35566 34961 22344 15603
shrinkage=0.00250668


Tree=498
num_leaves=31
num_cat=0
split_feature=50 194 540 464 62 728 789 1464 1298 51 1039 691 399 1221 616 21 789 125 1012 1294 816 1459 1465 1457 1450 1085 719 21 547 785
split_gain=215.098 300.611 148.235 143.956 123.565 106.197 105.468 101.31 97.1594 90.0261 89.2706 81.2224 78.4436 74.8572 73.8824 70.0268 68.4628 93.1495 74.531 61.4314 61.0645 62.3321 60.7829 59.9448 59.7371 65.4778 56.9891 55.692 54.9367 50.8053
threshold=0.55630078546380823 1.0000000180025095e-35 0.35001124564692748 1.0000000180025095e-35 -0.97978507835213413 -0.49008176997875957 1.1248358748350926 1.5814796297902207 0.60955665694886108 1.0111847875080273 -0.56610528519261638 0.129864399642971 0.44353392774704797 1.9111042213368361 1.0000000180025095e-35 -3.2545899522946695 1.1248358748350926 1.5320262332576917 1.0000000180025095e-35 1.0000000180025095e-35 2.9000507500104784 0.73871680408646412 0.56487967955244278 -0.097352447621244162 0.88343564287383192 1.0000000180025095e-35 -1.5042199147372537 -0.13431221002227373 1.4078093546699517 -0.86283290253235112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 26 -6 11 9 14 13 -5 29 20 16 24 -12 17 18 22 -14 21 -4 -3 -9 25 -7 -1 -22 -17 -2
right_child=6 2 12 10 5 8 -8 23 -10 -11 15 -13 19 -15 -16 28 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028144889068559874 0.00081897981726261604 -6.2572784612235707e-05 1.2521023734121342e-05 0.00012300111179760624 6.5482377261670723e-05 -0.00090946614055010188 -0.00035310422042364128 0.00092167682274485127 -6.0269110917258432e-05 -0.00054840241536137607 0.0031511626202231973 -5.397888143653594e-05 0.0006510583414278641 -0.00079900280336706519 -0.0013568772297813537 -0.0002972145776587828 -0.00049964189021878432 0.00042764967786568388 -0.00035068407835487091 -0.00019500272677716609 0.0006767937235304495 0.00058797815918044754 0.00048646475719689854 -3.6938602108456407e-05 7.6336735372009836e-05 -0.00031398509481273538 -0.0011881658774096355 -0.0013134298356702208 -0.0010570526073800718 0.00025425775805990546
leaf_count=97 4220 30899 25658 16831 9304 21201 10471 3318 8119 17555 109 24659 10926 4548 7232 28540 9470 9382 23530 2427 390 5075 6127 3310 3462 8315 16964 1249 3730 44813
internal_value=0 -0.0712764 -0.0125761 -0.163985 -0.240041 -0.194614 0.0515142 -0.0593414 -0.244186 -0.077257 -0.0756032 0.0791235 0.0811401 -0.0489827 -0.300384 -0.146655 -0.0341187 -0.0107824 -0.0439495 0.208534 0.0264521 0.0476426 0.0137561 0.191277 -0.255971 -0.294566 -0.476353 -0.339352 -0.154213 0.126461
internal_count=361931 277768 153864 123904 74694 57633 84163 108139 48329 101511 49210 73692 45725 83956 40210 32379 79408 69938 60556 13353 32372 30733 37026 6628 32978 29516 17061 1639 32270 49033
shrinkage=0.00240045


Tree=499
num_leaves=31
num_cat=0
split_feature=683 785 263 50 712 1430 56 1168 21 885 873 1081 728 1442 729 578 671 608 1469 1307 470 864 933 791 803 497 728 953 651 964
split_gain=599.226 454.028 362.442 299.522 186.288 183.279 178.486 153.358 143.528 140.474 134.671 133.829 131.429 119.757 97.7988 94.1566 98.5099 149.852 93.7462 89.512 86.8136 104.747 95.3841 82.3051 113.625 80.1628 80.1055 79.8611 78.6462 82.3682
threshold=-0.76344857304914582 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 0.54622893720785959 1.0000000180025095e-35 0.56478982777245867 -2.7818205974049124 1.0000000180025095e-35 2.242218440812676 1.0000000180025095e-35 -0.49008176997875957 -1.2625182715263061 0.75637635299260908 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 -1.1256941366283033 0.46775370675029004 0.66595742291584703 0.72275257928592751 0.68806224955729689 1.0000000180025095e-35 1.9682860324222273 2.0299071899120249 -1.3163276726681863 0.67505964681462227 1.1107569744011787 0.80745641784395206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 6 -2 8 12 10 -1 -4 13 18 -3 -5 23 -6 17 -17 -10 -8 -11 22 25 24 -15 -22 -9 -20 29 -14
right_child=1 2 9 7 15 -7 19 26 11 20 -12 -13 28 14 -16 16 -18 -19 27 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073862184697451717 -0.00028549017365252634 -6.828130781205695e-05 -7.7120815737208352e-05 -0.00019158269508090411 0.00042419824358003102 -9.4782062469362001e-05 -5.9367486359984129e-05 6.2433521039603366e-05 2.1166283585687973e-05 -5.4776240026889578e-05 0.00026558189547502039 -0.00036336544194053705 -0.00039716647644108663 -4.4266612994872933e-05 -0.00011898115294195755 -0.00015199078347899066 0.00025833419897164616 0.00020987716392008483 -0.00028706593906043963 -0.00025091537169584039 0.00019218414902747542 -9.3803056591319219e-05 -3.0398721332021061e-05 0.00013881696655842189 0.00031075126902918847 0.00047245479150218337 -0.0002591678538451603 -9.0990687207759768e-05 -6.8006017924294521e-05 -0.00015935021130701783
leaf_count=333 2668 7441 17228 14050 3431 28524 24736 2616 4711 6662 3629 34674 31950 29223 18667 5444 9871 6286 29358 10728 13075 3639 3696 11616 2278 2869 15014 8557 3203 5754
internal_value=0 -0.0634168 -0.0957578 -0.142253 0.174323 -0.263423 -0.244038 -0.0680888 -0.325939 0.0542083 -0.0324095 -0.334171 -0.344044 -0.0517452 -0.0164625 0.224237 0.175816 0.0529321 -0.251365 -0.137325 0.130488 0.184206 0.238593 0.0321445 -0.0203919 0.302194 -0.255348 -0.292857 -0.402707 -0.437772
internal_count=361931 255774 228074 180905 27700 106157 83812 97093 77633 47169 79463 77300 48348 75834 61784 25032 21601 11730 42626 35464 29941 23279 19640 43117 31501 15944 17630 37915 40907 37704
shrinkage=0.000807625


Tree=500
num_leaves=31
num_cat=0
split_feature=785 728 479 181 852 727 784 319 921 470 815 1223 767 402 677 878 864 889 464 705 1022 1016 1469 716 1458 470 927 943 526 596
split_gain=591.033 455.736 303.729 246.557 190.769 180.965 154.943 130.37 124.519 118.739 117.791 157.169 104.445 92.269 91.5692 113.76 89.8046 88.2973 79.4948 75.285 75.2207 88.5435 71.1557 70.4324 67.2407 65.7732 65.7335 65.5006 64.6675 61.6404
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6834386678921571 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0441974251282422 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.72275257928592751 1.0000000180025095e-35 1.0000000180025095e-35 0.9500464794385356 1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 0.39849607246918939 0.20667703603638712 1.0000000180025095e-35 1.0483613175537825 1.0000000180025095e-35 2.3757057381457001 3.0920830256423057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 14 17 10 9 -8 18 11 22 16 -11 15 -2 19 26 29 -12 21 -7 -6 -10 -16 -5 -1 -4 -27 -3
right_child=1 7 27 25 6 20 8 -9 23 13 12 -13 -14 -15 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=2.8830108987368037e-05 -0.00032754983156668124 -0.00040767335670828449 -0.00017944876484200076 -0.00026936605591228028 0.00022915765463231682 -3.2907897823112448e-05 7.8544130484714124e-05 -0.00037541145446459939 0.00046975481442545363 -0.00019442290202192588 6.374151771696622e-05 8.0597754664454691e-06 -0.00012871413350686164 -1.8531281419026235e-05 -9.7523100161164838e-05 -8.5903221196487431e-05 -0.00011569567516544587 -0.00020310171543889397 -0.00020487740277427125 0.00024644817277529328 0.00034902995703497785 0.00031053351534792139 -0.00025119236264073029 -0.00017120539345852012 5.4657167219099402e-05 -8.086145491285261e-05 0.00047764994358292297 -0.00036632936296815833 -0.00036231980027935868 0.000503790585995845
leaf_count=6803 12725 17229 14932 18742 865 4211 14692 20386 3576 27172 21201 19863 7838 13881 26528 14397 5410 4844 21031 7804 8996 3801 16761 515 11378 17696 904 14236 3278 236
internal_value=0 -0.137631 -0.0898718 -0.064758 -0.0317368 0.15781 0.0226083 -0.271272 0.182291 -0.233219 -0.0171657 -0.105999 0.050725 -0.156435 -0.121282 -0.223262 0.0964754 -0.0212128 -0.332654 0.138432 0.292938 0.155844 -0.266508 0.47513 -0.0606361 -0.222203 0.101212 -0.319782 -0.144689 -0.470421
internal_count=361931 332372 232437 203269 163553 29559 98525 99935 18783 79549 79742 37489 42253 41053 65028 27122 34415 12551 38496 29005 17008 8012 17626 4091 37906 39716 7707 29168 20974 17465
shrinkage=0.000827779


Tree=501
num_leaves=31
num_cat=0
split_feature=785 1309 815 1016 200 728 752 341 885 921 872 519 728 1160 1361 21 728 783 678 50 713 666 125 21 470 1430 1229 393 705 1169
split_gain=719.89 505.116 343.315 322.91 264.058 203.516 185.146 167.864 161.733 150.071 140.144 121.971 124.435 118.529 129.311 105.747 105.466 102.064 98.8525 95.4265 87.404 87.3608 86.5822 81.0839 80.2756 93.7069 80.0067 79.2989 77.5501 76.591
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.36829310061983322 -0.49008176997875957 -0.76455979573956789 0.76477020397632989 0.35018306414905159 1.0525743831388839 0.85297537480346686 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -2.9709283393608152 1.0000000180025095e-35 1.1155635910225459 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 0.45873907618427312 0.58518330826110332 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62026487867602198 1.3563391952969075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 19 -1 -2 9 22 11 20 12 -3 14 -7 -5 27 -11 -14 23 -8 -12 -6 -4 25 26 -20 -17 -24 -15
right_child=1 7 4 15 8 13 10 -9 -10 17 21 -13 18 29 -16 16 -18 -19 24 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00024923213821314107 -0.00055138573813816002 0.00010130114602840196 0.00079309302419795552 0.00082520944616837843 -0.000153693101932218 -9.654060392624012e-05 -0.00010492433826985589 -0.0001814957521442023 5.0490449725489833e-05 6.7299506063142909e-05 -0.00022193610765906973 0.00017734473028568532 -0.0001900371601849398 0.00031265606477556162 0.0002093347110585249 -7.3797462849428108e-05 -0.00028186119262788056 0.00038452487200749087 -0.00040526641335837042 -8.8424803748141358e-05 -0.00039546860235914239 0.00015966168738361887 -8.6454320824379971e-05 -0.00025827575675978947 2.9413028608571957e-05 -2.7397868780230095e-05 -5.4065044006549406e-05 -0.00024155272602850296 0.00015137839936221338 -1.9435095844866721e-05
leaf_count=3396 16744 10073 145 214 35249 6104 3607 17605 22211 8441 5403 5446 16637 11726 6539 27088 18229 3051 5204 12698 25511 2370 10910 39242 17605 10737 2744 10718 4490 1794
internal_value=0 -0.16084 -0.218656 -0.316292 -0.146965 0.162593 -0.460227 -0.0405314 -0.0709243 -0.00386891 -0.378052 -0.0406603 -0.0675104 0.217791 0.0820107 -0.208259 -0.215247 0.201846 -0.108474 -0.269752 -0.458748 -0.119658 -0.138895 -0.326538 -0.0517295 -0.151358 -0.341389 -0.155401 -0.0148927 0.345689
internal_count=361931 332372 234829 109884 124945 29559 53635 97543 72860 79938 36891 68446 63000 26163 12643 56249 56035 11492 52927 52085 29118 7773 50649 39387 36290 18685 7948 37806 15400 13520
shrinkage=0.000773033


Tree=502
num_leaves=31
num_cat=0
split_feature=1147 1426 1290 1459 1028 1469 1470 200 131 1464 1458 1463 1449 1092 1469 1452 1452 1450 623 21 848 1464 1457 809 953 902 1463 125 1455 278
split_gain=224.95 185.389 130.146 123.13 121.498 117.144 112.716 98.702 92.7246 87.3363 104.689 90.8097 84.2637 84.0194 77.2358 74.5295 72.2047 74.4874 71.1041 68.5028 69.5134 68.3526 67.126 63.6563 75.6114 63.3821 62.4315 60.0984 57.4067 57.0478
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.8124611990991408 0.49900387419946662 -0.96688480048775205 -0.95652820086619317 -0.022120865995796931 -0.97734522064874174 -1.2826351221583661 -0.46204076373648789 -0.23097911365038068 0.067148399785659021 0.57283334291142962 3.5957525378519168 1.4275312659207584 3.8713093281147861 0.91361512331551464 -0.49083279118224338 0.12695039286028029 -3.2545899522946695 -0.0023128048514438936 -0.37108902840936864 -0.18238571527943001 1.0000000180025095e-35 1.0000000180025095e-35 3.4436453420943347 0.010126804471103772 1.5320262332576917 0.5242327265902369 -1.1833072469291228
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 23 6 -1 -6 -7 10 11 16 15 14 -5 18 17 -10 -11 -2 25 -14 27 24 -3 29 -24 -9 -19 -21
right_child=19 4 -4 13 7 8 -8 22 9 12 -12 -13 21 -15 -16 -17 -18 28 -20 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00099763138759144561 0.0028304156535103849 -0.0016035658794271138 -0.00056402447715077938 0.00044025047989790223 -0.00053589389249848144 -0.00042133957921470307 0.0001460174999340311 -0.00026212898585045643 -0.0011353432888993934 -0.00011967369490988248 0.00013147155199217015 7.8530573576233718e-05 -0.0043063552020600237 -0.0025896730820776643 -0.0010412822753356407 -0.0038143488347285011 -0.0019384117942807396 -0.00045164218287896613 0.00030940716539409023 -0.00094993870429475641 -0.00068932658274162522 0.00073466383292119424 -2.9360247317903885e-05 -0.00035871408285176386 -0.00056630044522382585 0.0020254027085875341 0.00054325412004463099 0.00062246754391302305 0.00087604170031666635 -0.00023705782771992579
leaf_count=5460 148 6968 10524 33569 16644 21828 19491 28390 4936 26967 16041 6543 83 277 1133 147 1542 7342 20312 5642 27770 7328 14197 20017 8089 342 9353 2177 1133 37538
internal_value=0 -0.017351 0.0218827 0.0352148 -0.0937094 0.00581445 0.13294 -0.0460156 -0.0244549 0.00295359 -0.0770878 -0.177247 0.0561702 0.143385 0.152298 0.0228922 -0.272655 -0.224066 0.0276116 -0.163202 -0.167493 0.261773 -0.00511756 -0.214995 -0.354381 -0.111468 0.0785822 -0.0719061 -0.101114 -0.120282
internal_count=361931 290491 184656 174132 105835 139153 24951 70761 114202 92374 37537 21496 54837 34979 34702 47426 14953 13411 47279 71440 71292 7411 54117 35074 15057 43522 23550 30567 8475 43180
shrinkage=0.00260016


Tree=503
num_leaves=31
num_cat=0
split_feature=785 181 1100 728 852 727 746 1361 896 1436 1469 784 686 412 470 651 889 62 332 533 519 933 962 1367 1223 1442 1223 816 567 1392
split_gain=648.293 515.17 373.574 304.372 208.345 196.978 170.384 213.378 145.299 121.03 121.553 107.538 105.621 102.742 99.2664 96.8135 93.0392 86.8166 82.8587 101.208 80.4303 88.7128 79.6506 74.922 94.6811 73.2916 71.0504 69.9565 69.5203 68.8073
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3389766662418514 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 1.0000000180025095e-35 -1.2987941639197651 0.9594655836162902 1.6123350876002307 1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 0.68806224955729689 0.78457125397875782 1.0000000180025095e-35 1.0000000180025095e-35 -1.2625182715263061 1.0000000180025095e-35 5.4525537492333047 1.5636217676721176 3.1172922039692916
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 16 7 9 20 10 -2 -6 23 18 26 -10 -1 -16 19 -3 25 -22 -7 24 29 -8 -5 -12 -19 -4
right_child=1 13 12 14 11 22 8 -9 15 -11 27 -13 -14 -15 17 -17 -18 28 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.7137445148733986e-05 0.00013777303088789361 -0.00047244319079957624 -0.0004124531125575726 -0.00032093079142410212 4.5522709241799475e-05 0.00025485099326764022 -0.00013419966805866402 -3.3192329650826652e-05 -3.3572808977319449e-05 -8.4312826213045803e-05 -0.00036667336662724232 0.00027284229846922359 -0.00037962677345382327 -0.00012516375143546075 -0.0001893344260093563 -0.00023879328410289619 -0.00018595907928410218 -5.8332693851006662e-05 -0.00021469610763692038 -0.00025335081747218701 0.00030441780686887008 -0.00013320151746389576 -2.958113700915905e-06 -0.00011709553497231637 -0.00015069158248234905 6.2761426871958074e-05 -0.00015679676583480807 0.00055227977686135826 0.00026217921677495554 0.00084574906619581925
leaf_count=7707 1106 13291 9240 13516 15515 14134 4931 32053 31520 9000 15817 5383 10219 14925 14277 5484 4844 16415 28131 13473 4162 1077 2874 21309 8941 24091 16800 158 1449 89
internal_value=0 -0.153384 -0.113147 -0.0784175 -0.0320733 0.154758 -0.0634131 -0.151618 -0.00160774 -0.309221 -0.432088 0.149291 -0.295968 -0.330761 -0.211247 -0.0896283 -0.0315467 -0.133244 -0.380266 -0.483038 0.0882173 0.302644 0.294964 -0.248239 -0.36206 0.0469773 -0.310755 -0.494089 -0.0414131 -0.550694
internal_count=361931 332372 262552 212754 150297 29559 129399 58134 71265 26081 17081 20898 49798 69820 62457 37004 12551 32141 54895 26764 34261 5239 17008 39579 18270 29022 30316 15975 17864 9329
shrinkage=0.000714163


Tree=504
num_leaves=31
num_cat=0
split_feature=1371 1431 1375 800 561 21 885 1458 21 791 854 762 796 518 1457 1154 705 616 938 1238 284 1463 269 746 1085 900 1227 1465 1454 664
split_gain=216.661 189.11 159.028 141.016 130.647 117.137 98.9872 78.1134 81.6348 74.2853 95.1315 87.8602 77.563 73.9269 70.1489 66.7969 66.5274 65.6062 63.1612 61.6264 60.3297 59.6661 56.6186 54.7241 63.8902 54.1507 53.7414 52.6471 58.1269 51.9844
threshold=1.0000000180025095e-35 1.0099929608726099 0.59806352348768188 -0.57812715656594349 0.36051334308712851 -0.70163543588998201 1.0000000180025095e-35 0.20667703603638712 -3.2545899522946695 1.0000000180025095e-35 -0.87473648844905705 1.8387373041910313 1.5191488867762273 1.0000000180025095e-35 1.339295830115254 1.0000000180025095e-35 1.2926767139969917 1.0000000180025095e-35 -0.57633625342910477 0.46340146005616162 -0.80119033410916229 1.4334175752012324 -0.67312717757827156 1.0000000180025095e-35 1.0000000180025095e-35 1.0086459488560979 0.45217487547399066 -0.39749697962010117 0.67485211051868899 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 5 7 -7 8 -5 10 12 18 -8 -6 17 22 20 -4 -12 -3 -1 29 -2 24 -11 -22 -24 -10 -29 -17
right_child=15 19 14 4 13 6 9 -9 27 23 11 -13 -14 -15 -16 21 -18 -19 -20 -21 25 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00024181187935796725 -0.0012461112246861879 -0.00024707416387628002 -0.00023222565050766864 0.0030160891322167562 -0.00050188783274750833 -0.00026303530004555687 0.00016793653501970249 0.00075226064844052733 -0.00031212229571444817 -0.00045999724950986369 0.00026893136536361049 0.00070607441148097733 0.0016892635502771247 -5.9982283495793114e-05 0.00043009476648155683 -0.00025175858248927625 0.00095794577618352119 -0.00076342543899774124 -0.0002803080236161436 -0.00069826034319149955 0.00023920110241524962 0.00064700131164089421 -0.00079576300800832524 0.0006531652361739937 0.00049890956498496383 0.00079816646502209028 9.6251461886327359e-08 0.00052056500654924711 -0.00083425028591046103 -0.0009872070291241904
leaf_count=6923 8379 28601 19893 224 27154 35973 2360 10934 7105 4869 7558 3461 1425 24876 3090 18157 4220 15254 30484 19966 29800 1977 10771 9403 4385 5761 4074 8712 1183 4959
internal_value=0 -0.022085 -0.000855775 0.0194242 -0.00891015 0.0262112 -0.0067181 0.151745 0.0542825 0.0402259 -0.00482967 -0.0345684 0.296306 -0.105063 -0.138625 -0.189416 0.119734 -0.170304 -0.0643886 -0.157361 0.0950693 -0.112465 -0.288413 0.150378 0.0238708 0.127438 -0.210052 0.0326511 0.135519 -0.146055
internal_count=361931 313614 265047 226810 180106 128076 99918 28158 17224 63945 45288 41503 3785 52030 38237 48317 46704 35147 38042 48567 42484 25093 23224 18657 9254 35561 14845 17000 9895 23116
shrinkage=0.00261335


Tree=505
num_leaves=31
num_cat=0
split_feature=181 869 1464 803 815 1361 792 809 1436 667 1469 1230 1452 1450 497 1453 858 470 533 917 970 1024 21 620 481 526 50 1229 666 609
split_gain=210.021 173.907 125.589 109.474 95.3876 172.411 109.724 107 93.2562 88.4695 85.2011 79.6102 78.9068 127.808 74.6305 73.4423 69.5446 69.2465 78.1318 67.6749 62.4161 61.9987 61.1376 60.7408 60.4712 59.6811 57.5333 71.3081 53.5798 81.467
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1888330894775201 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6518864604429058 1.0000000180025095e-35 1.0000000180025095e-35 -1.2791237062730081 0.38564141960353587 0.15137389486705299 0.83479547028963264 1.1359193617511318 1.1343281912642689 1.0825608069246189 1.0000000180025095e-35 1.0000000180025095e-35 -0.80811693841543941 0.20033881263558848 2.3389399539002458 3.0805194032280743 -0.36275158613436381 1.0000000180025095e-35 2.3757057381457001 1.0000000180025095e-35 1.0000000180025095e-35 0.45873907618427312 1.6285028476148826
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 11 16 10 26 -1 24 13 22 20 17 19 18 -2 -8 -11 -20 -4 -7 -6 -19 27 -3 -5 -30
right_child=15 9 12 28 6 23 7 -9 -10 14 -12 -13 -14 -15 -16 -17 -18 25 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00046353309130363346 -0.0010108226048838134 -0.00063262876545241878 -0.0002463218247105302 0.00022939910918739749 -2.8259173873379285e-05 0.00026628928687900646 0.00057080998169250509 -0.0008065221616445318 -0.00010990948163980976 -0.00036273285681572568 -0.00086119474191932244 0.00063804682928209132 0.00075272941212195911 0.0012757397873538363 0.00016524498137794616 0.0001516372789150139 -0.00037876758757992239 -0.00017938538705390662 -0.00045393892682374891 1.3939696689257119e-06 -0.00087312483237070478 0.0018873229808490065 0.0022076769581932869 -0.00013460700656873104 0.00047832781791575278 -0.00083859446283783025 4.2640323670344567e-05 -3.8176084848458366e-05 0.0011965665285290155 -0.0018759590611758783
leaf_count=1285 15893 12423 7984 5613 19524 16329 5902 4305 10666 21336 20715 10342 9034 1742 4643 6899 9999 29371 17120 32004 13198 358 252 24846 8302 5525 30542 12556 3006 217
internal_value=0 -0.0150278 0.0201202 0.00151597 -0.0117348 -0.0735559 0.0311517 -0.0294037 -0.210128 -0.0958331 -0.30996 0.116453 0.17832 0.0476813 -0.183665 -0.153826 -0.00123722 -0.179361 -0.266337 0.0379078 -0.225388 -0.168007 -0.0685976 0.0121137 0.0557561 -0.112265 -0.0415645 -0.126154 0.2179 0.416328
internal_count=361931 286765 192067 173055 164219 73841 90378 52210 32666 94698 22000 38168 19012 9978 39177 75166 47905 68267 33371 37906 34534 17478 8236 41175 27826 34896 55521 24979 8836 3223
shrinkage=0.00240612


Tree=506
num_leaves=31
num_cat=0
split_feature=785 1309 728 253 728 921 1445 761 519 728 516 678 1235 578 1292 1022 21 970 557 902 677 1430 1285 1298 125 21 872 815 1361 730
split_gain=637.969 447.643 300.774 216.631 188.116 145.655 136.762 128.516 127.428 147.575 120.559 113.436 111.928 111.418 99.3783 126.024 92.2477 95.1379 88.5074 86.4955 83.2905 114.975 81.0874 79.7559 75.4961 75.1961 74.9241 71.0176 70.4403 67.3003
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0525743831388839 1.6380901172106308 1.5021234709567175 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 -0.11151978144639867 -0.63376438367919008 3.4436453420943347 1.0000000180025095e-35 1.0000000180025095e-35 2.2712867920001698 1.0000000180025095e-35 0.58518330826110332 0.2439032738895319 3.0757328524286596 0.67237773758774566 1.0000000180025095e-35 -0.33215574005720661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 8 10 29 9 -3 27 -11 -5 -6 15 -15 -4 19 -14 -18 21 23 24 -13 26 -16 -12 28 -2 -7
right_child=1 5 16 12 13 7 -8 -9 -10 11 22 20 18 14 25 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020737426704544335 -0.0002266415661610319 7.3876107873619714e-05 0.00059891221128470474 -0.00025950095483505658 0.00037703792341787752 0.00012970647505362013 -0.00019964645688507523 0.00039726662934894401 0.00013830060359577891 -0.00017576609328449945 -2.9809480397953712e-05 -0.00035100520691763607 -0.00023892721848721158 -0.00012358575896203802 9.7688862432997796e-05 0.00016101814943818396 -0.00018035861982631276 -0.00029034758619249238 -8.034902326989648e-05 0.00054942253708436877 1.3833343963985049e-05 -2.8734518465643135e-05 -0.00029060454694619837 -5.3480415370666325e-05 0.00010085766109019109 0.00031814318181111397 0.00046505420951514049 2.254730675548338e-05 -7.5593875273957499e-05 -8.9724177117647395e-05
leaf_count=3396 13231 13304 218 24853 3407 6970 14937 2253 6283 21708 35361 6624 11308 5438 5588 6070 37303 34685 26898 322 20220 12799 2069 2888 12428 5660 520 6253 14443 4494
internal_value=0 -0.139129 -0.194156 -0.146105 0.167139 -0.0253633 -0.0871189 0.163475 -0.0584512 -0.0831585 -0.0572723 -0.125851 -0.250501 0.220461 0.170291 0.0406502 -0.324033 -0.329955 -0.181487 -0.251135 -0.0670433 -0.160686 0.00405913 -0.357451 0.0196478 0.301182 -0.030863 -0.157523 -0.207644 0.074481
internal_count=361931 332372 234829 162301 29559 97543 99242 13717 83826 77543 84305 64239 63059 26163 22756 11508 72528 72310 38206 37625 42531 22311 50378 9512 48309 11248 35881 33927 27674 11464
shrinkage=0.000686156


Tree=507
num_leaves=31
num_cat=0
split_feature=728 1445 652 1020 557 859 706 785 917 686 1149 1189 797 974 728 539 464 788 513 667 744 648 371 1039 1323 912 982 913 416 332
split_gain=207.793 165.889 148.462 128.161 127.588 120.013 97.9637 86.0791 83.5499 82.5405 77.4374 75.0317 66.2522 65.5832 70.1322 100.599 79.2939 63.5201 62.5611 57.0854 57.0001 56.4498 55.1905 52.0502 51.0086 54.1768 51.8173 84.13 50.3293 50.2932
threshold=1.0000000180025095e-35 1.6380901172106308 -0.98896428961744431 1.0000000180025095e-35 -0.75299994152721705 -0.54135187694831066 2.0258146145105322 -0.86283290253235112 -0.77456506002884329 0.74125683352085103 1.3094460619852766 -1.5161058611062252 0.63961785378869596 -1.2111977278439292 -0.90320472132347296 0.6695026854463163 1.0000000180025095e-35 0.38349571241217301 1.0454229551509682 1.473346372007182 1.3025484894158337 1.0000000180025095e-35 1.0000000180025095e-35 -0.62700740758328377 3.1011166587218653 0.21763024160636643 2.9259986913243421 -1.3455637216247476 3.2292583109233575 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 21 -4 10 9 -7 -9 20 18 -8 -1 -10 -15 16 29 -17 -6 24 23 -2 -20 -5 26 -26 -3 -28 -18 -16
right_child=3 19 4 6 5 7 11 8 13 -11 -12 -13 -14 14 15 17 28 -19 22 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00047702362208875033 -0.00072190011082966059 -0.0003956190830216282 -0.0003127328909328257 0.00011253969026767561 7.1690714848306268e-05 0.00040950120849682071 0.0021585315822110983 0.00023362013580007464 -0.00081077777589610067 -0.00064933585210776143 0.00070342544628198536 0.00029375309519952546 -0.0002157823887820901 0.00015400918239928633 -0.00095387458227934058 -5.2119211744217565e-05 -0.00019473810815203335 0.00078856620555237979 0.00031630826790210275 -0.0011608383186806426 0.00025722052795121135 -0.00026830974333312129 0.0013869539161746065 -0.00037030459024114807 -0.0013259107524842086 0.0045332847833231592 0.0050339115207431104 -0.00011537669081695686 0.0044646580332369954 -0.00037086739420898152
leaf_count=24398 32447 28067 39238 9598 36952 9328 636 15429 5710 14272 7560 4308 4419 16256 11823 10477 21944 2696 3901 4202 8846 15082 1627 23901 94 95 118 354 62 8091
internal_value=0 -0.00749233 0.0112546 -0.127349 -0.0107365 0.0156815 -0.0622719 -0.0269459 -0.0469445 -0.0895186 0.0975868 0.239505 0.148736 -0.0760755 -0.0604338 -0.0965441 -0.152955 0.0485466 0.0616563 -0.168948 -0.044995 -0.227568 0.254137 -0.0895919 -0.134937 0.953541 -0.144105 0.596858 -0.0724401 -0.264233
internal_count=361931 252841 219911 109090 191094 151856 61561 101816 92488 56617 50040 4944 28817 77059 71349 55093 41920 13173 42480 32930 42345 47529 5528 33499 28728 189 28539 472 22006 19914
shrinkage=0.00250546


Tree=508
num_leaves=31
num_cat=0
split_feature=785 728 1238 852 712 125 395 319 896 578 470 1292 1367 556 784 497 402 21 807 692 50 792 928 1357 21 203 727 703 933 56
split_gain=599.453 444.856 307.266 253.984 186.727 177.488 200.879 123.486 118.418 113.226 112.396 104.355 121.169 102.677 100.731 90.8308 90.4558 82.1474 78.9831 77.9619 76.2187 74.5808 72.4645 72.0239 71.8256 70.469 76.4266 68.1753 67.9572 63.504
threshold=-0.86283290253235112 1.0000000180025095e-35 0.46340146005616162 1.0747610123934368 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.09725136634472907 0.9594655836162902 1.2988238104382279 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 -0.97604641915355106 0.55630078546380823 1.0000000180025095e-35 -0.52992354128753727 1.0000000180025095e-35 0.2439032738895319 1.0605395091208547 1.0000000180025095e-35 -1.6015642574650035 0.68806224955729689 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 25 10 15 -6 20 12 -11 23 19 22 -12 -15 -8 -5 -3 -21 -7 -4 -13 26 -2 -10 -17 -19
right_child=1 7 13 14 9 8 18 -9 27 11 16 24 -14 17 -16 28 -18 29 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020430382205219934 -1.6112975570894309e-05 -0.00025136943915806629 -3.3136369961379094e-05 -0.00018606437564612637 0.0003449923993055549 9.0460891530068694e-05 -2.1345668657019242e-06 -0.00028235851725552939 -0.00030206734015079245 -0.00012852218658435276 -0.00014796416737553327 9.0202041344624245e-05 0.00013098624244373835 0.00077796401412856477 0.00024569059764036066 0.00022548194356368764 -1.4566511634201015e-05 -0.00028140365467653109 -0.00014720610601732669 0.00018278570505794779 -0.00010392544857395782 -3.155554878823789e-06 -3.3753328593963989e-05 -0.00015638829427376164 0.00028910508975341255 -0.00034955990420470887 -0.00021093866587255187 -4.794177007143941e-05 -6.9120939248084923e-05 -0.00014981660882355964
leaf_count=3225 5098 28908 19701 2181 3439 11050 24067 20386 2032 5041 27172 5618 6555 111 5303 5420 13881 14976 8896 6300 9588 7381 21437 16914 5681 6683 17763 37918 1455 17751
internal_value=0 -0.135024 -0.0878338 -0.0420479 0.162329 -0.0747247 -0.164255 -0.267245 -0.0151361 0.21377 -0.230253 0.16315 0.0305541 -0.215555 0.158908 0.0601821 -0.155639 -0.311999 -0.0624026 0.0774252 -0.327273 0.130145 0.0151456 -0.138773 0.297159 -0.312609 -0.258037 -0.093849 0.25777 -0.320685
internal_count=361931 332372 232437 162984 29559 141819 62507 99935 79312 26334 79549 22895 11596 69453 21165 39362 41053 32838 32963 15862 38496 13681 32487 36615 11299 29544 22861 39950 6875 32727
shrinkage=0.000634156


Tree=509
num_leaves=31
num_cat=0
split_feature=785 728 1238 852 727 125 257 131 497 210 1022 1154 784 405 481 889 1466 50 1449 519 723 692 683 50 470 846 203 792 728 647
split_gain=601.116 495.368 313.697 247.224 200.868 189.023 210.497 124.054 122.332 114.497 111.49 116.217 107.786 101.847 99.1889 93.5963 87.6362 84.5281 82.2316 86.409 79.0461 78.8401 77.1349 76.9194 79.0188 76.5063 75.6376 73.7588 73.5087 70.2794
threshold=-0.86283290253235112 1.0000000180025095e-35 0.46340146005616162 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.67630721506970115 1.7001250133015622 -1.1884933851823243 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.67647628514450941 0.55630078546380823 1.6354124814891826 2.1420547332082829 1.0000000180025095e-35 -0.97604641915355106 -1.3831318875547542 1.0000000180025095e-35 1.0000000180025095e-35 0.55868296782514293 1.0605395091208547 1.0000000180025095e-35 -0.90320472132347296 -0.87782724458594241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 15 6 26 17 14 -7 11 -4 21 18 29 -1 -8 -3 19 22 -21 -5 -11 24 -6 -12 28 -23 -2 -9
right_child=1 7 10 12 23 9 16 8 -10 13 25 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.6106773341912432e-05 -2.4937220102128752e-05 -0.00038264751397951234 -0.00038247551245753177 -0.00024428723975671713 -2.6768814177330266e-05 -0.00022088562221938963 -8.9700811482402011e-05 1.4462815646289995e-05 0.00010664205125020247 -0.00016139942108556459 -7.5428988013438801e-05 -0.0001592270855315364 0.00031396518979746521 -0.00017814120129915542 -0.00010226236079742584 -0.00021117943980068681 0.00014004787303868526 -0.00017746690040780025 0.00022811825587581343 -0.00015634854112778378 0.0002328084157534469 0.00022498590007169654 1.0589884117322245e-05 0.00035046990716188143 0.00028104973045586828 -0.00028301950452855741 -0.00045599762925948955 -9.7858693909388334e-06 -0.00026995296596715371 -0.00027859299720112135
leaf_count=7707 4947 26263 17711 2181 3971 7153 27706 2779 3656 9132 28376 16410 5303 7775 19314 4844 5033 9505 4401 1624 6295 6300 42932 8442 4595 6956 6733 7381 18088 38418
internal_value=0 -0.140757 -0.0909493 -0.0447101 0.156738 -0.076924 -0.169137 -0.279742 -0.223481 -0.0154374 -0.21973 -0.320469 0.153277 0.00670486 -0.25047 -0.0318782 -0.0645787 -0.396538 0.0309876 0.0113826 0.195795 0.0691281 -0.0189532 0.298651 0.166616 -0.140211 -0.320089 0.122105 -0.263634 -0.318214
internal_count=361931 332372 232437 162984 29559 141819 62507 99935 64167 79312 69453 34121 21165 72159 60511 12551 32739 35768 64384 59983 7919 15862 52064 17008 8566 35332 29768 13681 23035 41197
shrinkage=0.00080625


Tree=510
num_leaves=31
num_cat=0
split_feature=612 1430 1367 1469 1430 1368 651 809 815 652 785 462 522 606 65 1378 809 21 943 1466 620 816 803 125 890 1051 1262 672 1458 1231
split_gain=211.045 190.662 267.522 229.311 209.595 151.889 141.551 87.2993 86.5665 83.639 79.7031 79.3219 82.2975 77.1117 74.224 72.8242 70.7669 70.7205 68.6816 66.3594 62.8419 60.6403 55.9445 56.4049 51.5825 51.3802 54.2612 50.7217 54.1478 50.6164
threshold=1.0000000180025095e-35 0.54622893720785959 1.0000000180025095e-35 -1.2201123333327371 1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 1.0000000180025095e-35 0.67237773758774566 -0.98896428961744431 -0.38035204659413802 1.0000000180025095e-35 -0.71745339412579689 0.44224916350105375 -0.39289434837986426 1.0000000180025095e-35 2.6372809947782678 -3.9164670491403295 1.4693784537238983 2.2763907064872897 -0.43590413231259101 6.0906794990390116 0.85523949479533445 1.0000000180025095e-35 -1.3230736206490437 3.5926503781727646 1.9892092035419993 -0.65546635319905777 0.22895049099019518 -0.55512259543958953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 29 7 9 11 8 10 -4 -5 12 -3 22 -6 -2 -8 -11 19 25 -14 -12 23 -7 -9 -19 -27 28 -25 -1
right_child=15 6 5 4 14 13 16 24 -10 17 21 -13 20 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.00088106395203975505 -0.00062775174388901534 0.00074977786629367826 0.00030638531654185398 -0.00061917538533593874 3.9719651826463312e-05 -0.00031308421092074499 -0.00018666769490293308 -0.0011423601159888963 0.00012972542288776536 0.0025443907083549781 -0.0012083824435464349 -4.7980886102348517e-05 0.0005604643865618576 0.00050326261430214667 -0.00042891521167003689 -9.7660283197558513e-05 -0.0012873689622943218 -0.00021375246878763734 -0.00079906404868416785 0.00066259384859103528 0.00010251742274684816 0.002215806238871684 0.00051241243800459273 -0.00049259016692290768 -0.00021657311343895128 0.00057295658153652077 0.0059127826613492212 0.00034440469176913409 0.00045683657161112612 0.00011492283818306971
leaf_count=3291 34958 10738 9968 16382 22454 11971 8284 2941 2221 190 24113 17146 11229 16625 17904 10536 1871 58966 6423 2357 25851 111 6396 4561 13465 195 58 12726 1986 6014
internal_value=0 -0.0217223 -0.0530898 -0.14011 -0.176852 0.00887803 0.0694323 -0.275468 -0.339511 -0.054919 -0.372114 0.105882 0.148876 0.0910429 -0.0613377 -0.195389 -0.15805 -0.0834879 -0.0879834 -0.0672964 0.100716 -0.478059 0.0374304 -0.000618847 -0.138131 -0.0825876 0.882705 0.0626614 -0.0770584 0.16236
internal_count=361931 316437 241318 108896 99591 132422 75119 59233 42827 78157 40606 64964 47818 54265 40358 45494 10155 68189 67999 61576 37080 24224 37640 31244 16406 59219 253 19273 6547 9305
shrinkage=0.00245962


Tree=511
num_leaves=31
num_cat=0
split_feature=785 125 50 194 1362 471 728 1470 747 1469 519 203 578 671 608 1470 961 150 56 728 1450 1010 933 652 750 957 667 789 955 21
split_gain=595.551 419.759 426.722 228.943 212.21 182.994 182.436 174.218 144.693 142.631 113.73 113.654 105.415 100.199 152.856 93.9369 91.2616 90.4637 87.3173 85.1197 86.126 80.7247 77.013 76.7017 76.5755 73.9034 72.1706 68.7434 69.3757 66.5587
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -1.319112866592808 0.34871943973277292 -0.64180087851808076 2.1420547332082829 1.0605395091208547 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 0.58053403949872362 -0.79484543461230894 1.0000000180025095e-35 -0.49008176997875957 1.3264365022561064 3.0713252103476614 0.68806224955729689 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35 1.473346372007182 1.1248358748350926 -0.56067130660624642 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 9 27 -1 -2 -5 23 17 18 -8 14 -14 -6 21 -7 19 -9 -21 25 -12 -4 26 -11 -17 28 -3 -15
right_child=1 5 4 8 15 10 12 11 -10 16 22 -13 13 29 -16 24 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020743741502070645 4.0966506538669347e-05 4.7610920791129325e-05 0.00014797973112620305 -0.00018443756029282843 9.2796754960630142e-05 -0.00015492819088101938 0.00036910088182758038 -0.0001083980517713351 -1.2692232166610352e-05 -3.7502632994852858e-05 0.00027059055995935836 -0.00042465945871429032 -0.00013540177418729397 9.0361325776192221e-05 0.00017078463197892202 -0.0001251488159715386 -0.00020946402374043277 5.1984728106826373e-05 -4.1600639613009226e-05 -0.00033683741688593245 -4.058724885623813e-05 0.00036763572267577073 -4.9608246195488722e-05 -2.6274928939419008e-06 -0.00032430396810399884 -0.00022205441826239741 -0.00034852271769921677 -0.00024517521023066348 -0.0001043806770151447 0.00030748185505042431
leaf_count=3396 3656 8603 9419 33067 3165 5160 3407 6115 14693 40881 6005 18089 5702 4562 6580 42369 10018 26410 4288 32735 2719 801 1663 20396 6999 5798 4084 4768 20471 5912
internal_value=0 -0.134608 -0.178987 -0.288494 -0.105965 -0.00174008 0.161867 -0.388333 -0.181082 -0.0438161 0.0857829 -0.423499 0.214509 0.16566 0.0433533 -0.212618 -0.106655 0.0318791 -0.365969 -0.402139 -0.451353 -0.070969 0.292477 0.0683928 -0.235568 -0.0831349 -0.206086 -0.119045 -0.0809027 0.306054
internal_count=361931 332372 259292 115362 143930 73080 29559 67602 47760 87313 39238 63946 26163 22756 12282 56617 57498 31570 45857 41569 35454 47480 7668 29815 53452 46679 46453 33842 29074 10474
shrinkage=0.0006893


Tree=512
num_leaves=31
num_cat=0
split_feature=479 1099 785 519 872 597 1450 728 588 727 1458 1362 596 382 1457 713 917 789 1459 738 575 728 1455 1450 1456 1367 1154 927 126 1216
split_gain=210.987 192.233 179.86 169.985 181.103 164.499 140.653 125.769 107.068 97.2242 92.7117 89.9468 77.5824 74.149 73.9313 72.4754 69.2133 66.8134 65.5513 65.5502 64.209 63.5312 63.1725 106.827 65.7094 62.9831 89.2607 62.0564 61.9673 61.1855
threshold=1.6834386678921571 0.98842746550066363 -0.86283290253235112 2.1420547332082829 0.85297537480346686 1.3592535390735871 -0.33386868244407664 -0.90320472132347296 0.71188872395471614 1.0000000180025095e-35 0.66908396227393185 1.0000000180025095e-35 4.2082765097838903 1.0000000180025095e-35 1.339295830115254 1.0000000180025095e-35 -0.69907333365900237 1.1248358748350926 1.9632967188765165 1.9295056354574502 1.0000000180025095e-35 1.0000000180025095e-35 0.80851755981579754 -0.40458312552186665 3.742879312526544 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 0.70880289725806289 2.3855481443271001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 6 12 10 -5 13 -1 18 16 21 17 15 -3 -8 20 19 25 -9 -6 -12 24 -24 26 -4 -10 -13 -18
right_child=-2 14 3 7 5 -7 11 8 27 -11 22 28 -14 -15 -16 -17 29 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.7964844787122334e-05 -0.00062265644508591189 -1.6762108624461602e-05 -0.0011568882571765481 -0.000729046364849599 0.00018575991267376642 0.0011759291098252034 0.00048186691443229883 0.00030624904742913107 0.0020283732788104712 0.00082554591937845825 -0.00016174467645017242 -0.00043943903861298148 0.0020756834403833102 -7.0283561646985706e-05 0.00040325089534802648 -0.00082448676760949586 1.9957899069649501e-05 -0.00050067436584300487 0.0010420983298583941 -0.0014043695746044063 0.0017036507760176934 -0.00044382453398791926 0.00024022880059744757 0.0039596922480866414 0.0055972007418589216 -0.00030558285313730959 -0.00041059479253497202 -0.0003933223638002886 0.00027171890903174349 -0.0013399524130115197
leaf_count=9973 45486 6496 15963 2642 27511 5987 14835 1930 2642 14683 9184 33283 668 5384 3110 28029 47169 1006 1073 4004 3124 10311 2505 334 82 38179 17361 437 6661 1879
internal_value=0 -0.0221742 -0.00412209 -0.0221718 -0.0387733 0.0805874 -0.0690603 0.165616 0.235836 0.160582 -0.13411 -0.0149467 0.0273216 0.146739 -0.180134 -0.214381 0.0325267 0.294872 -0.163753 -0.172136 0.387342 0.0135454 0.0382543 0.2983 0.143628 -0.157184 -0.233387 0.554288 -0.10181 -0.00663469
internal_count=361931 316445 278810 254154 236989 44477 192512 17165 14523 24656 88685 103827 38490 11444 37635 34525 63883 6060 76580 75507 5054 37822 12105 2921 2587 71503 33324 3079 39944 49048
shrinkage=0.00305292


Tree=513
num_leaves=31
num_cat=0
split_feature=785 728 1376 516 728 789 332 395 470 858 871 274 578 689 1367 1154 464 1292 1367 507 727 470 497 726 1169 21 588 382 545 882
split_gain=621.774 481.365 308.999 219.642 200.156 132.63 147.836 159.577 127.734 119.326 119.225 117.433 109.836 105.135 102.522 112.571 98.1525 97.4799 128.549 94.8192 92.1763 87.86 81.5762 75.7154 72.9191 70.5299 68.2745 66.2906 66.2277 65.5962
threshold=-0.86283290253235112 1.0000000180025095e-35 0.18805867694879752 1.0000000180025095e-35 -0.49008176997875957 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0825608069246189 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -0.4288425582216272 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1570521254726853 1.0000000180025095e-35 1.0643747975631468 0.2439032738895319 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 0.44470034393954044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 11 -1 6 7 23 16 19 14 21 -6 -10 15 -4 -3 18 -14 20 -8 -2 -15 -5 -21 -19 27 -22 -16 -7
right_child=1 8 10 5 12 29 9 -9 13 -11 -12 -13 17 22 28 -17 -18 25 -20 24 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00021959897140213364 -0.00021199705487232677 -0.00034940554101025938 -0.00029543805005311988 4.1790962815891357e-05 0.00037478889136416843 -0.00016887168080918308 -3.1097501243692383e-05 4.4513540632733818e-05 -3.2633553498709754e-05 -0.00010762200868449554 -0.00025755363468474876 -1.5751959845105625e-06 -0.00013833341585321583 -0.00020387453463114105 -0.00013539845529744 -9.3353568763061292e-05 -0.00019520111601123598 9.9301603529840013e-05 0.00015210361671196844 9.7822287209201205e-05 0.00037267639552172741 -7.9868024805621914e-05 6.7871807717708555e-05 -0.00019941320707423182 -0.00010998304213829396 0.00031339720981824479 0.00055754560563039035 6.940028373558206e-05 -8.7447054619772108e-09 8.669207947095666e-05
leaf_count=3396 21866 22241 14033 3742 3407 10093 1880 19717 13869 5129 18854 17353 4994 35136 14395 13098 26330 5588 6514 26364 2654 22825 2359 14151 3906 5660 1393 2276 16507 2201
internal_value=0 -0.13951 -0.0903832 -0.0406251 0.163334 0.0191619 0.0487718 -0.0511583 -0.276683 0.122609 -0.208455 -0.13991 0.21863 -0.204028 -0.162603 -0.268175 -0.370019 0.168712 0.0401108 0.159675 0.340832 -0.20127 -0.26746 -0.212733 0.108223 0.298685 0.446919 0.341044 -0.0832021 -0.174789
internal_count=361931 332372 232437 155550 29559 93506 81212 37610 99935 43602 76887 62044 26163 51364 58033 27131 48571 22756 11508 38473 8203 44691 37495 17893 30270 11248 6323 4930 30902 12294
shrinkage=0.000686431


Tree=514
num_leaves=31
num_cat=0
split_feature=785 728 548 125 188 712 1148 595 202 56 50 1160 1361 519 723 804 1470 126 470 1357 62 665 567 588 1465 1100 1047 829 395 685
split_gain=609.66 455.166 323.268 245.428 277.629 189.715 158.331 139.752 120.169 112.841 129.905 102.661 123.924 102.353 132.768 95.5159 94.8826 93.9403 90.6947 88.674 85.72 80.3248 78.0106 72.2458 70.3539 67.7042 67.2298 84.8921 67.1409 66.9167
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 0.85514867284464147 1.0000000180025095e-35 0.99025722045320774 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.3537602816678871 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.85652824257920523 1.5636217676721176 0.71188872395471614 0.37973282798721492 1.6293515030253838 2.4233360593059579 4.3216852530764838 1.0000000180025095e-35 0.58104764358843186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 16 -1 8 9 13 10 -3 12 -7 17 -15 29 -2 -5 28 24 -11 -18 -22 -16 -6 -20 -9 -28 -4 -8
right_child=1 7 18 6 19 11 15 26 -10 20 -12 -13 -14 14 23 -17 21 -19 25 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00022939568208859724 -7.0218193964702921e-06 -0.00029883100250069876 -0.00034697852599855451 -7.579277542374157e-05 -2.3368507175376997e-05 -8.219738170960373e-05 0.00011077291033505331 -0.00034486658512418938 -0.00018325820174837048 -0.00019145053735415861 -8.4024129390504218e-05 0.00023179536168230184 0.00018931158611408354 -0.00017464260686319289 0.00012216938063108878 0.0003735281542060084 -0.00029831482200567467 3.3609564162333531e-05 -8.4882946992870519e-05 -0.00012148414511087498 -8.1394890204437766e-05 -9.9619841825500228e-05 0.00021914605489060614 0.00041058063210480715 0.00014773380904029333 -0.00028343857717125871 -0.00010743553579724066 0.001345776373001801 -0.00017424189462829582 -0.00018451119971766723
leaf_count=3225 3969 27370 14089 35110 21401 6165 14320 19679 9037 20028 9270 13593 6576 2506 7002 2247 23956 26576 22462 15687 21096 6179 1848 1936 5864 5678 564 80 12644 1774
internal_value=0 -0.139987 -0.0923328 -0.053405 -0.147254 0.159486 0.00840361 -0.273307 -0.029826 -0.234366 -0.334387 0.211341 0.0850116 -0.0047305 0.161445 0.170757 -0.310195 -0.037789 -0.249677 -0.0458368 -0.162322 -0.359239 -0.0775752 0.265968 0.0212348 -0.169203 -0.463543 0.259397 -0.357341 0.116597
internal_count=361931 332372 232437 177564 77056 29559 100508 99935 82167 79612 36640 26334 12741 73130 11444 18341 34104 61686 54873 42952 42972 30135 22944 8938 27265 28140 20323 644 26733 16094
shrinkage=0.000700159


Tree=515
num_leaves=31
num_cat=0
split_feature=871 125 50 785 56 789 1145 62 858 746 1470 1470 150 43 62 1465 651 706 1322 1357 685 910 1357 21 1468 1051 796 284 543 45
split_gain=213.146 179.215 213.48 129.623 126.179 111.159 107.653 97.0219 81.0946 120.477 80.6438 74.5366 74.3524 73.731 79.4603 73.4177 73.012 70.4012 67.5359 64.1355 63.7661 62.4722 60.1583 71.311 65.007 60.1296 59.4293 59.2542 56.6457 55.0833
threshold=1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 -0.97978507835213413 1.0825608069246189 0.66766320980544069 -1.3664195657027294 -1.1771927692630439 -0.17019278759953144 2.2744972866152193 -0.67845511463764618 2.3195887819936725 1.1107569744011787 2.168314495256825 0.79398539978725424 1.3962008022525787 0.58104764358843186 -1.5195305150102882 1.3962008022525787 -0.70163543588998201 2.3011637109198864 3.0856045387256095 1.0000000180025095e-35 -1.1847387093808628 1.0000000180025095e-35 -0.4851739300165801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 8 15 -1 9 27 -11 -9 -12 14 -2 22 29 20 21 28 -16 -19 23 24 -5 -22 -10 -3 -6 -13
right_child=13 5 3 6 19 -7 -8 11 26 10 12 16 -14 -15 17 -17 -18 18 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013231869629711625 -0.00075308434480457346 -0.00083007012084183873 0.00068353398133299441 0.00037210365552376931 2.5066302468703218e-05 -0.00040510251600701296 -0.00030963824471031412 0.00013611581278051473 0.00034086889681230739 -0.0033506222557262997 0.00041565993906296061 -0.001039008819561567 0.0011122410724645336 -0.0011416825146980327 -0.00014968386927183004 0.0011194506835578114 0.00027135489066801939 0.0045641628477577044 -0.0029793806281757903 -0.0010168744486595141 -0.00094363536079144919 0.00096224248280365771 -0.00057252441903767103 2.2202792573420486e-06 0.0019340416470829459 0.0039247186856673872 -0.00077458822913947063 0.00022022708006201106 -0.00077780731587303751 -0.00047982315352666181
leaf_count=12237 23303 2587 9718 14532 33081 8730 40545 6433 3119 170 10727 17078 10308 8214 30879 2319 3238 232 207 3700 7985 896 5969 49965 1028 115 3818 25579 4871 20348
internal_value=0 -0.0160745 -0.0475101 0.0083162 -0.130339 0.0759753 -0.0126719 -0.208801 0.108979 0.137838 0.249449 -0.167466 0.260308 -0.158973 -0.133321 0.0334633 -0.209387 -0.0758921 0.425983 -0.0438244 -0.0941403 0.600083 0.020886 0.0380839 0.16512 -0.292771 -0.0967852 0.047711 -0.0197775 -0.244193
internal_count=361931 290100 225062 124076 100986 65038 114358 59334 56308 49371 21205 47097 21035 71831 63617 73813 40664 40314 1335 41652 38979 1128 71494 65525 15560 8100 6937 28166 37952 37426
shrinkage=0.00294305


Tree=516
num_leaves=31
num_cat=0
split_feature=785 728 1238 852 712 125 395 470 210 1160 1361 1022 1154 464 471 896 784 807 497 846 692 792 927 928 203 728 821 21 838 1304
split_gain=630.429 456.178 321.248 237.993 190.952 182.887 209.229 131.861 116.765 110.63 138.818 110.356 116.036 109.787 109.065 102.936 100.439 82.7354 81.8606 78.8717 78.3259 75.8304 72.9468 71.7094 71.547 71.7183 69.2038 65.8434 66.5027 65.6027
threshold=-0.86283290253235112 1.0000000180025095e-35 0.46340146005616162 1.0747610123934368 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1884933851823243 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 0.9594655836162902 1.0000000180025095e-35 1.2988238104382279 0.55868296782514293 -0.97604641915355106 1.0000000180025095e-35 1.0483613175537825 -0.52992354128753727 1.0605395091208547 -0.90320472132347296 -1.0305144854359449 -3.9164670491403295 -0.91818967631246473 -1.2519738572323926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 24 13 -7 10 -6 12 29 -3 27 18 20 -8 23 -13 -5 -22 -20 -10 25 -2 -16 -9 -29 -4
right_child=1 7 11 16 9 8 17 14 15 -11 -12 19 -14 -15 26 -17 -18 -19 22 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00024600695595608562 -1.7241813502315692e-05 -0.00039270538221100756 -0.00054611364115632506 -0.00022921572971623569 -9.4582368760487163e-05 -0.00020899852205158754 3.0799799436873617e-06 0.00088423591180473559 0.00013251603366224332 0.00026852877434331357 0.00022253265316035155 -6.8554516201253706e-05 -0.00014898600645137891 -0.00020894285941118262 -0.00028954487777299771 -4.9655214336277721e-05 0.00029696771801030212 -0.00017789413123776271 0.0002868341421692052 -0.0002707029432291178 0.00022182933605619602 -6.4963738424568234e-06 -0.0001216395834890986 -2.3424547604329078e-05 -0.00042642584495942288 -0.00025205925333609213 1.8907372252202777e-06 -4.5050679303937107e-05 -0.00024742992343389962 -0.0002843094314075366
leaf_count=3225 4810 22241 6621 2181 6165 7153 24067 107 10231 13593 6576 28376 16410 26330 3204 35878 5303 8896 5325 6956 6300 7381 1151 19574 6683 18051 13317 5758 28978 11090
internal_value=0 -0.132608 -0.0848461 -0.0380241 0.17168 -0.0696682 -0.160519 -0.266425 -0.00919027 0.223464 0.0923016 -0.215284 -0.315621 -0.361393 -0.192467 0.0131826 0.156284 -0.0564824 0.0854202 -0.136124 0.0749733 0.127748 0.277708 0.04071 -0.311703 -0.256709 -0.0554365 -0.267877 -0.274728 -0.469717
internal_count=361931 332372 232437 162984 29559 141819 62507 99935 79312 26334 12741 69453 34121 48571 51364 72159 21165 32963 36281 35332 15862 13681 6476 29805 29544 22861 16521 34843 34736 17711
shrinkage=0.000773033


Tree=517
num_leaves=31
num_cat=0
split_feature=253 1376 1442 785 941 470 729 602 527 1367 1154 928 858 540 1461 791 715 660 755 559 395 578 957 662 590 784 1028 63 566 706
split_gain=213.541 134.973 132.871 107.482 113.662 104.91 89.7085 82.936 100.694 82.4366 84.5419 73.1792 83.952 69.8309 66.9984 61.8366 92.3041 84.0019 63.7733 60.4899 59.3846 55.6459 53.7788 51.2415 57.1262 49.6091 49.0419 48.6325 48.6269 47.2701
threshold=1.0000000180025095e-35 0.18805867694879752 -1.2625182715263061 -0.86283290253235112 3.0707296396180284 1.0000000180025095e-35 0.75637635299260908 1.0000000180025095e-35 0.86558768754863191 1.0000000180025095e-35 1.0000000180025095e-35 -0.52992354128753727 1.0825608069246189 0.35001124564692748 2.5032120688259147 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 1.8349057301109672 -0.052688242813018142 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 -0.58271687606615485 0.58895901036483078 0.9594655836162902 -0.66275050977156291 -0.64169633322170971 2.3824772829776841 2.4489960785449765
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 21 6 7 11 8 26 10 -3 12 25 23 20 16 17 -13 -17 -7 -2 -1 -11 24 -8 -5 -4 -23 -18 -21
right_child=2 9 5 4 -6 19 13 -9 -10 22 -12 15 -14 -15 -16 18 28 -19 -20 29 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011675275999688934 -0.00096363858502554424 -0.00072421429168401672 -0.0015391865584505234 0.00025130737397485286 0.0010332093925144504 0.00012377255026039483 -0.00012485665477679478 -0.00018830061992245926 5.2223176285756376e-05 3.5002193155060795e-05 -0.00015519102772986842 -2.2265113493068455e-06 -0.00041800887335192316 0.00021436170109942145 0.00065608014505753279 0.00030180044517485528 -0.00025079246557564613 0.00095469287986359175 -0.00077023669638425158 -0.0002735623226364882 -0.0004498886634866356 4.4774235095981611e-05 -0.00051950905308088932 -0.00041882872713249744 0.0011574241113285495 0.00073518658637709421 -0.00073439030955220388 0.00063860679042458028 0.00071423868694809787 0.0012084971500472854
leaf_count=2190 15321 17534 5298 23331 2345 27399 5562 24357 4509 31686 15785 6638 3557 8240 1202 17603 36147 3343 1892 21071 17843 6653 6529 28447 1035 5888 12631 6291 1109 495
internal_value=0 -0.00189736 -0.11587 0.0301686 0.0120047 -0.0762577 0.00378729 -0.16185 -0.285343 -0.0862059 -0.175755 0.0354624 0.113463 -0.0848904 -0.252728 -0.0044061 -0.0447413 0.132464 0.0940413 -0.0117727 -0.275699 0.193769 -0.0192878 -0.13222 0.0402526 0.149807 -0.385677 0.142435 -0.0918953 -0.0988133
internal_count=361931 231805 130126 160271 145137 95760 142792 46795 22438 71534 33319 99508 32776 43284 34366 66732 47237 9981 19495 48965 33164 15134 38215 35044 6597 29219 17929 12944 37256 21566
shrinkage=0.00236498


Tree=518
num_leaves=31
num_cat=0
split_feature=785 728 871 341 728 941 470 602 319 890 578 791 470 666 962 402 712 1292 1367 1464 253 877 600 50 125 694 513 464 858 933
split_gain=666.106 486.134 326.509 260.741 236.261 211.111 173.962 186.105 129.028 120.369 116.069 114.187 110.253 101.099 99.059 94.3413 90.3771 87.4748 96.9944 86.5992 80.6684 80.1417 78.0201 72.3786 81.6778 70.028 71.3383 68.7346 64.0723 68.9723
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3462168560862613 -0.49008176997875957 1.9607587081991176 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3230736206490437 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.358136393041484 0.78457125397875782 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.5993600128483978 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4098461915668554 1.0454229551509682 1.0000000180025095e-35 1.0825608069246189 0.68806224955729689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 7 13 12 -8 -6 19 27 16 17 -14 -2 18 -12 28 -4 -18 -9 24 -5 26 -13 -3 29 -11
right_child=1 8 20 23 10 -7 9 22 -10 11 14 25 15 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00024598297876215829 -3.6951870260461472e-05 -0.0003282956862129867 -0.00013257967021623808 -0.0003999420671690742 0.0004097902029774925 0.00019803646029344367 -0.000101596725528431 1.9692326926630689e-05 -0.00032411370658826636 4.3582881086879824e-05 -8.6712031690968825e-05 0.00012016556812648229 -0.00017129662953393454 4.5394343588354782e-05 -6.05895137220414e-05 -1.7904927701205034e-05 -0.00020452987546563177 0.00027398815477794688 0.00020599590108910217 0.0002220156923621732 -0.00027215408267474041 -0.00042559815444455416 -0.00013838987681211466 -9.812839109227836e-05 -0.0001555578470001688 -0.00010922622777668553 0.00034924299342603419 -0.00017979495344081089 -0.00013607332234958855 -0.00010456049443398399
leaf_count=3396 5071 17465 27996 8070 3407 8605 15895 25995 20386 29144 3912 11433 27172 3484 4311 13881 13256 9312 5221 3167 18313 7387 9178 16901 8819 2029 3190 21031 6746 7758
internal_value=0 -0.134232 -0.0848741 -0.0487705 0.178519 -0.0159059 -0.0354686 -0.121018 -0.272257 0.0234463 0.238545 0.0589973 -0.234414 -0.262858 0.187244 -0.160589 -0.318347 0.249419 0.112555 0.00937861 -0.256932 -0.389395 -0.0278044 -0.231385 -0.347542 0.195751 0.240585 -0.330445 -0.0138927 0.0177647
internal_count=361931 332372 232437 186128 29559 152338 143733 64371 99935 79362 26163 63467 79549 29198 22756 41053 25714 18445 9133 46815 46309 20643 35173 33790 16889 16652 14623 38496 43648 36902
shrinkage=0.000714448


Tree=519
num_leaves=31
num_cat=0
split_feature=614 202 959 795 705 484 470 487 600 464 50 710 21 854 797 791 784 1457 1290 1455 1462 602 21 1469 1251 745 1458 706 871 831
split_gain=209.131 172.138 154.34 147.633 134.962 106.359 100.832 100.625 91.8124 87.2448 81.3664 76.6407 75.5876 70.7907 139.324 74.3422 70.5386 70.2777 69.8087 67.9502 67.4138 65.4037 63.7228 62.2724 60.8237 60.5171 59.6999 58.493 62.7919 57.207
threshold=-1.0625654336828987 0.56345046278266753 -1.2907225086880219 -0.29258408639884992 0.28191752204954684 -0.38529859338704892 0.66595742291584703 0.73241967011684705 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2425940506261739 -0.70163543588998201 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 -0.43785067584756471 1.4496650373183211 1.8124611990991408 0.75934798726561159 1.8461117166573322 2.6455866734826223 -2.7818205974049124 0.28271063087949944 -0.044792499320063676 1.0000000180025095e-35 -0.035273121668496853 1.6846785363603172 1.0000000180025095e-35 0.71922820897945428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 17 4 23 18 9 8 12 16 -3 13 19 14 -7 25 -6 -2 21 24 -14 -5 -9 27 -1 -15 -22 28 -4 -11
right_child=1 10 3 5 6 11 -8 22 -10 29 -12 -13 20 15 -16 -17 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00038192525766170033 -0.00050244204450892614 -0.00065089851981264531 0.00017918323412983029 0.0001984881263679299 -0.00022015387594820156 -0.00044154591530930253 0.00081058259456799771 0.0026106360037030105 -0.00058740674693510302 0.00036014573482131347 -0.00016212685643370481 0.00034436102665288585 -0.0003399288251920928 -0.00024319172549153883 0.0011866966324033962 0.00022657880219291072 0.00037556047840737815 0.00051888285662949685 -0.00064880844183646126 0.00089798593916211593 0.0019293314736984297 -0.00077065648169106441 -0.000709461483228543 -0.00027158664511899071 -0.00038848907842872353 -0.00063392281157621875 -0.0001159407163149508 0.00086988627718469485 -0.00047425868301939801 0.0010086638786897713
leaf_count=7107 22624 18972 21334 42935 13021 3101 10192 133 18055 13555 25592 5682 28230 25942 2211 5546 8409 2041 3007 3012 646 1662 25915 14741 7156 18360 902 2549 5196 4103
internal_value=0 -0.0116352 0.0104252 0.0276316 0.0882714 -0.0252244 0.161322 -0.142341 -0.095719 0.111599 -0.144015 -0.0854465 -0.0420943 -0.110545 0.115838 -0.136484 0.0171422 -0.167109 0.0465399 0.0843936 -0.112398 0.0662438 -0.282039 0.00214401 0.00666508 -0.166315 0.320169 0.0572772 0.0282778 0.213826
internal_count=361931 270775 226211 201546 93100 108446 49280 91156 65108 39088 44564 60842 47053 55160 5312 49848 21430 24665 47604 17275 29778 44597 26048 43820 14263 44302 1548 29079 26530 17658
shrinkage=0.00241215


Tree=520
num_leaves=31
num_cat=0
split_feature=50 194 62 464 62 1229 789 959 712 1150 1290 409 1470 1039 691 785 616 838 21 21 1223 1450 885 21 691 719 761 547 997 1458
split_gain=204.841 287.193 142.655 135.907 112.511 99.6636 96.9937 90.3571 90.1965 83.2942 81.8939 80.8861 81.4664 80.2491 73.0335 69.1791 68.8326 65.7804 63.1076 60.6501 58.4838 56.5628 53.492 52.0704 54.7664 51.1238 50.3219 50.1401 49.5452 49.089
threshold=0.55630078546380823 1.0000000180025095e-35 -0.67845511463764618 1.0000000180025095e-35 -0.97978507835213413 0.68842730247739281 1.1248358748350926 -1.2907225086880219 -0.63779424894106762 1.0000000180025095e-35 1.8124611990991408 1.8072418525143996 -1.3664195657027294 -0.56610528519261638 0.129864399642971 -0.86283290253235112 1.0000000180025095e-35 -0.78378992664579661 -3.2545899522946695 -2.7818205974049124 1.0000000180025095e-35 -0.052814238061147031 5.4658443334279108 -0.13431221002227373 0.11682074345248079 -1.5042199147372537 2.4130835502434373 1.4078093546699517 -0.55302200848745542 1.8460070869938618
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 25 8 14 20 -6 29 11 12 -9 -5 28 -14 21 -17 -15 -11 -4 22 -10 24 -19 -1 -25 -20 -2 -3
right_child=6 2 7 13 5 -7 -8 10 16 19 -12 -13 15 18 -16 17 -18 23 27 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0025105692237714582 0.00050538570094357577 -0.00014914629658449886 -0.00077030948833986155 0.00010953901206635289 4.9166686456147845e-06 4.8039849208594875e-05 -0.00032144395887644919 -0.0011123782087987283 -0.00076596507733565141 0.0027541751121618616 -0.00046970579214726472 -0.00036603883327390773 0.00061407245853440132 0.0029219837773869438 -4.1681465406022961e-05 0.0004219006677588666 -0.0012500750327781418 0.00046973955581276305 -0.00027483755921312313 -0.00056565743470615736 -5.336831161860815e-05 -0.00026476774845131634 0.0037052745302076835 -6.6290787316661211e-05 -5.2053752733965875e-05 -0.0011090733378320752 0.0010173071439828474 -0.00097957994106420958 0.00018058887690139587 0.00070971950088019316
leaf_count=97 15560 28156 6669 16831 7141 8975 10471 985 22038 107 5351 7853 8762 109 24659 15768 7461 11912 28540 20242 7606 11953 65 30551 7459 16964 901 3730 33473 1542
internal_value=0 -0.0679358 -0.0105188 -0.158782 -0.232981 -0.189773 0.0520232 0.0307828 -0.239012 -0.1129 0.051852 0.066813 0.0845312 -0.0728783 0.0785059 0.0921957 -0.287013 0.0706465 -0.140463 -0.232442 -0.147619 -0.245079 -0.322671 0.0349075 0.119136 -0.46059 -0.0145349 -0.147582 0.123401 -0.0410491
internal_count=361931 277768 153864 123904 74694 57633 84163 103817 48658 50047 89542 84191 76338 49210 73692 75353 41517 66591 32379 20349 14275 34056 22103 50823 19371 17061 31452 32270 49033 29698
shrinkage=0.00231671


Tree=521
num_leaves=31
num_cat=0
split_feature=785 728 1238 852 728 125 257 595 896 556 56 50 1237 497 784 1160 1361 1466 62 567 692 21 203 728 1357 928 703 927 792 56
split_gain=707.796 506.467 320.92 264.113 214.566 198.241 220.765 137.071 119.604 112.347 108.948 124.504 108.589 100.492 99.2031 93.6447 111.792 90.9094 84.0911 83.9805 82.6959 79.1361 77.1656 74.7878 73.9197 73.1297 71.9404 71.3384 71.31 69.6888
threshold=-0.86283290253235112 1.0000000180025095e-35 0.46340146005616162 1.0747610123934368 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 -0.09725136634472907 1.0000000180025095e-35 0.55630078546380823 1.4298092310842805 1.2988238104382279 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 0.67647628514450941 1.0000000180025095e-35 1.5636217676721176 -0.97604641915355106 -3.2545899522946695 1.0605395091208547 -0.90320472132347296 1.0000000180025095e-35 -0.52992354128753727 -1.6015642574650035 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 22 10 13 24 11 -3 15 25 20 16 -6 -8 -12 -20 -5 -11 23 -2 -4 -7 -10 -15 -22 -23
right_child=1 7 9 14 12 8 17 -9 26 21 18 -13 -14 27 -16 -17 -18 -19 19 -21 28 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00024591463073517586 -2.5130660280782078e-05 -0.00033241113085339129 -3.9794212971694119e-05 -0.00023174991362705192 -3.873143896109188e-05 0.00011099121420628816 -8.5333481531739495e-05 -0.00036177405567640157 -0.00037395030273122953 0.00092068865786713253 -0.00021688777827427478 -0.00010065676857032595 -0.00017253363696749578 0.00027738277348651725 0.00030047549008487321 0.00030339787448570169 0.00025661911741480447 0.00013903357823963867 -9.8084082320607136e-05 0.00024611842355048616 0.0002242867408051285 -0.00035259996118607164 -0.00044177530077347068 -0.00026196820275274028 -0.00019178422437495456 -4.1024749416691951e-05 -5.6414836240206752e-05 -0.00011856042588970442 2.8881915970670152e-06 -0.00018531639688308254
leaf_count=3396 4947 27370 19701 2181 5692 11050 27706 20323 2032 111 20028 9270 1877 5678 5303 12557 6037 5033 21096 1848 6300 14976 6733 18088 16914 21437 37918 1197 7381 17751
internal_value=0 -0.139528 -0.0891634 -0.0424081 0.182422 -0.0756708 -0.170003 -0.279887 -0.0126945 -0.219343 -0.241371 -0.33953 0.239214 0.0629245 0.162275 0.273857 0.148675 -0.0628923 -0.170694 -0.0868676 0.0814815 -0.319751 -0.324286 -0.267261 -0.139036 0.0155401 -0.0917355 0.270302 0.135749 -0.328211
internal_count=361931 332372 232437 162984 29559 141819 62507 99935 79312 69453 79612 36640 26163 39362 21165 24286 11729 32739 42972 22944 15862 32838 29768 23035 36615 32487 39950 6875 13681 32727
shrinkage=0.000773033


Tree=522
num_leaves=31
num_cat=0
split_feature=198 1423 1459 51 1469 1367 1430 785 596 1470 1361 395 1449 1457 1464 1459 1459 1459 1458 1465 1465 1449 332 1022 705 1020 651 1457 21 1470
split_gain=203.34 174.214 149.418 135.521 136.287 104.848 272.634 90.8306 81.6423 80.5382 70.2618 70.2319 65.7515 64.5485 74.6662 73.1955 98.0656 74.4999 68.7507 76.1022 68.1412 63.7175 63.3282 60.927 59.1226 58.8797 63.9322 58.6542 56.3552 55.9612
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.49900387419946662 1.0111847875080273 -1.0470123060412753 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.85969605735913768 0.052781407594911935 0.55035703183932794 1.0000000180025095e-35 0.71251893840138358 1.4496650373183211 1.4925201905101055 1.6998021173033007 1.0600172940573851 1.2659885913983882 -0.67201661518498612 3.9123359101615605 3.6265588976010945 1.3275098554043667 1.0000000180025095e-35 1.0000000180025095e-35 1.5025377326640457 1.0000000180025095e-35 1.1107569744011787 0.7343439707691487 0.62211875780133752 -0.65287685412808194
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 29 -7 25 -1 12 22 23 14 18 16 -15 21 19 20 -4 -18 -2 -3 -11 26 -9 -16 -14 -6
right_child=11 10 13 -5 5 7 -8 8 -10 24 -12 -13 28 15 27 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010081212333332972 -0.0013029957503777833 -0.00088334798557952678 0.00058433815111990923 -0.0004612537320612228 -0.00032912908230732654 0.00068780233261528292 5.8698254898401139e-05 -0.00017467847238335004 0.00042800717349423167 0.00013997213714765926 4.0344254658699407e-05 -0.00029163895720247076 -0.00020180029573071514 0.00048596073325661278 0.0010508105383482567 0.00019983030285053503 0.0046648556261564755 0.0014783881268493116 -1.3415007734899534e-05 0.0038465299723405445 -0.0043039204308248655 -0.00073919809667130632 -0.00052896400592655367 -0.00036851913875789156 0.0016779928996516565 7.6694879177411667e-05 -0.0009919932086316979 -0.0006749875533330835 0.0012008008092684768 -0.00097168721548804239
leaf_count=5374 10878 20335 6905 30480 8658 7354 37158 23271 12675 17080 12961 24945 7223 2101 4905 3433 437 1141 30194 194 95 89 12480 21655 872 32165 4076 793 1191 20813
internal_value=0 -0.017604 0.00641031 -0.0211237 0.00130856 -0.0243634 -0.0918288 0.0256131 0.00234981 0.146357 -0.128055 -0.181657 -0.170125 0.106994 0.0749501 0.280724 0.473964 0.820108 0.0398278 0.222804 0.182471 1.39687 -0.286962 -0.210003 0.0771833 -0.0314517 -0.107643 0.292118 0.0119715 -0.274692
internal_count=361931 313628 250263 199976 169496 146170 66629 79541 72187 23326 63365 48303 50404 50287 43086 7201 3768 1667 37388 7194 7000 526 23358 41990 17952 59512 27347 5698 8414 29471
shrinkage=0.00281675


Tree=523
num_leaves=31
num_cat=0
split_feature=728 576 659 1020 928 1453 705 391 805 417 855 639 902 620 522 785 497 728 761 290 917 624 727 588 485 691 50 21 1398 1443
split_gain=197.207 155.165 130.365 117.804 114.22 104.136 88.9111 87.2144 81.0549 80.1858 74.4671 74.303 72.2196 73.5038 71.5178 69.1218 68.7843 61.7775 56.4124 54.9197 54.2833 53.9619 53.014 80.0676 68.7234 59.0644 52.1991 55.6849 55.9792 52.1089
threshold=1.0000000180025095e-35 -0.64782611375555454 0.62821384419828064 0.44670980992553178 -0.52992354128753727 1.3990727291183711 0.86867179873090239 1.0000000180025095e-35 1.4663648571955066 -1.215638178525227 1.0000000180025095e-35 0.42721408539040334 3.2986939041005705 1.0000000180025095e-35 -0.71745339412579689 -0.86283290253235112 1.461728259125324 -0.90320472132347296 1.5021234709567175 1.92305342399566 -0.64035754648245924 0.12427715490910153 -1.1275738623161491 2.250834115212506 1.1857153933476321 0.71248104281819968 1.4829784501753427 -3.9164670491403295 0.44312978011646392 -0.65766373710084702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 8 6 9 10 19 14 -6 -3 15 13 29 20 17 18 -11 -8 -1 -2 -9 24 25 -17 -24 27 -16 -29 -5
right_child=3 2 -4 12 5 -7 16 21 -10 11 -12 -13 -14 -15 26 22 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00012010827166791032 0.0003813011730243022 1.3042137152853741e-05 -0.00023771796089047214 -4.0733333698404986e-05 -0.00050556721582375834 0.00055008134699080469 0.00038519592227676241 -0.000634174354826466 -0.0010142742136263186 -0.00070294420001378 0.00048787786618608245 -0.00028585694002172883 0.003083211848032646 -0.00033084787153160822 0.0025190240182764011 0.00016419683894700949 0.0014978981419302227 0.0008069395850247242 0.0013798802875984143 0.00064765728559961324 -0.00025659851684567907 -0.00016434888369169597 -1.8827387382935531e-05 0.00060376829648880841 0.0011278264543782134 -0.0005105535195518285 3.7762912251551611e-05 -0.00043735084798674764 -0.0009288365909066069 0.00056999953331585173
leaf_count=38585 5552 23352 29682 9133 9711 7866 11339 20244 8100 781 12060 17146 157 11955 115 12629 1731 5013 1422 2331 13603 11536 33836 3786 1991 7800 5150 38679 10549 6097
internal_value=0 -0.00385249 0.0278389 -0.120936 0.0529726 0.0110646 0.13376 -0.0935643 -0.170665 -0.0100404 0.0762396 0.00930941 0.000331561 -0.00939698 -0.148102 0.0400377 0.267902 0.258195 0.213719 -0.0298571 -0.0265394 -0.189656 0.0189129 -0.0161952 0.129338 -0.0445507 -0.194263 -0.221138 -0.226413 0.0902141
internal_count=361931 252841 180145 109090 150463 100559 49904 72696 81748 92693 35412 82982 27342 27185 73648 65836 14492 5794 12761 40916 19155 31780 60042 45422 14620 41636 54493 49343 49228 15230
shrinkage=0.00235894


Tree=524
num_leaves=31
num_cat=0
split_feature=1371 1431 652 677 602 789 960 864 933 470 739 614 50 1371 1016 519 945 115 1459 1031 128 56 1463 890 837 792 878 761 712 796
split_gain=195.468 169.064 140.464 110.993 196.829 105.672 84.1219 79.5499 99.2819 95.0622 77.1775 71.7557 63.0651 62.3843 60.2308 58.2714 57.8764 57.9175 56.9197 55.9446 58.5687 55.6777 55.4367 55.1385 53.5641 52.4497 51.48 51.3702 50.6554 55.7685
threshold=1.0000000180025095e-35 1.0099929608726099 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.64257916016084482 0.72275257928592751 0.68806224955729689 0.66595742291584703 1.0000000180025095e-35 -1.3710115269326899 0.55630078546380823 3.4357416210103824 1.0000000180025095e-35 2.1420547332082829 1.9181452473571214 1.3947035982071894 1.9632967188765165 1.6568736917453439 1.0000000180025095e-35 1.0000000180025095e-35 1.5365683213542474 -1.0182342416987082 -0.15405484859168017 1.0000000180025095e-35 0.66426471340353599 2.4130835502434373 -1.5590971551374573 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 10 7 12 8 9 18 27 -8 21 14 23 -11 17 -6 28 20 -3 -1 -16 -2 -13 -9 -7 -4 29 -5
right_child=13 19 3 5 16 26 11 25 -10 15 -12 24 -14 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030929278896330812 -0.0010207990440826403 -1.9008833603867661e-05 -0.00036167192880477321 -6.192862676196387e-05 6.9881966360763794e-05 -0.00012164279384973757 -0.00017086845247806727 6.583936735883277e-05 -0.00017544161440332886 0.00036544502528081932 -0.00081159533533510183 0.00050425085180663709 0.00034436776393974164 -0.00094949711101416389 -0.00021907476462044062 0.00094971749514641084 -0.00082420199183364743 -0.00055161940503196862 0.00089299961622875824 -0.00067884067976245618 -0.00039389612397842792 7.1682104344000097e-05 0.00065630500183552634 -0.00037902085973538373 0.00017630786911033915 -0.00043952659259624674 -0.00066467867646932981 0.0010020086197474411 6.9228444662858965e-07 0.00085452605386211018
leaf_count=15053 6245 16376 21234 2369 38940 10291 6991 8225 13639 12364 15583 20039 8057 4644 21325 3901 1949 3892 1573 10102 22089 17828 1596 14507 17543 7899 5248 624 28854 2951
internal_value=0 -0.0143247 0.00579054 -0.0297997 -0.0951434 0.0155816 0.075644 0.0451742 0.0771183 0.118097 -0.238718 0.137998 0.00489976 -0.174185 -0.148366 0.243424 -0.00577846 0.0100166 0.0549122 -0.142968 -0.107976 -0.0393765 -0.0728198 -0.248918 0.170244 -0.0882033 -0.146081 -0.150453 0.0357001 0.224435
internal_count=361931 313614 265047 179536 82222 97314 85511 81775 65651 52012 37441 44573 40938 48317 43673 16265 44781 42832 35747 48567 38465 32881 22921 20752 37582 16124 15539 21858 34174 5320
shrinkage=0.00209558


Tree=525
num_leaves=31
num_cat=0
split_feature=43 1454 1452 21 1455 1461 785 964 484 1469 1454 1466 1428 1100 50 1466 561 710 1467 1469 288 1462 61 608 809 1461 1461 1459 21 1460
split_gain=193.865 161.239 128.086 117.245 139.611 147.319 116.283 110.012 88.4096 85.9046 85.0807 90.9136 81.4699 78.3939 72.2043 71.5495 70.2519 66.8606 65.5524 63.9429 60.6567 58.9067 59.033 57.5385 59.6978 57.3238 79.0257 58.1286 55.9763 61.7773
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 -1.0798509198017876 0.46304910557563933 1.6859053074631882 -0.86283290253235112 1.0000000180025095e-35 0.31230025638060793 1.6911153983873026 0.10128998396582999 1.2338320192623506 1.0000000180025095e-35 1.3389766662418514 1.0000000180025095e-35 0.37829601484295772 -0.84624717574593622 1.1870562211658833 1.4788072840855835 -1.2083100587446829 -0.87955825726131198 4.0723155983858552 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.097003597213342507 0.53704323757840622 2.6310845791442943 -1.4580664037135931 1.3228809068545828
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 19 17 8 16 12 11 18 13 25 -2 20 -1 -5 -6 -3 -9 22 -16 24 -18 -8 27 -27 -12 -30
right_child=14 3 -4 6 10 -7 9 15 -10 -11 28 -13 -14 -15 21 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00018716073772565456 -0.00054171677271228546 0.00098409380292851416 -0.0010842059123443259 0.00062035066068861643 0.0018679668220886094 0.0019617648805658385 0.00025132221715324965 -0.00054465967304027712 -0.00049014531920546316 -0.00081614028132933583 -0.00060138094495497646 -0.0022177170468032749 -0.00019504805260897975 -0.00030128706564514136 -6.4926062781734802e-05 0.00054795130361582267 -0.00071406194706483031 -0.00089775346265993765 0.0043384575149399435 -0.00044716472116735929 7.4956038839222466e-05 0.0020485201258784885 -0.0005139919600174748 -7.1034830449556193e-05 -0.0001819246688547514 -0.0010661551850497651 6.1643285553902348e-05 0.0035245270228505634 0.0016647679119626577 -0.00019984252312133752
leaf_count=15503 35088 842 4165 10773 1414 829 52330 5075 27719 3242 698 129 30235 12126 26469 6795 13865 801 278 5719 32264 269 12951 31721 14072 2528 11938 63 1408 622
internal_value=0 -0.00756374 -0.0584184 0.0446715 0.252395 0.0481511 0.0258212 -0.0479924 -0.0910747 0.00415427 0.526787 0.853861 0.0141197 0.0492618 -0.141301 0.0372017 -0.0527612 0.221323 0.965474 -0.0840461 0.000602999 -0.0787443 -0.0868566 -0.0883871 -0.172056 0.0744812 -0.043035 -0.392932 0.282082 0.453809
internal_count=361931 287154 151179 135975 11939 7390 124036 147014 102880 112462 4549 1821 109220 78985 74777 44134 75161 11574 1692 6561 37339 39689 39420 59658 27937 66859 14529 2591 2728 2030
shrinkage=0.00236794


Tree=526
num_leaves=31
num_cat=0
split_feature=785 728 871 203 728 784 1022 1016 921 470 471 1022 1154 519 727 464 1469 253 784 125 816 727 683 788 746 712 821 188 21 838
split_gain=600.886 456.287 310.264 251.444 203.36 185.005 200.513 229.037 169.441 124.912 112.382 111.986 144.172 102.179 105.664 100.469 93.486 89.9533 84.1187 81.8769 81.1079 80.6583 78.65 87.6516 72.682 71.8388 69.6176 68.8916 68.4856 60.933
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3520813746060025 -0.49008176997875957 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -1.0588145806293296 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.0906794990390116 -1.1275738623161491 -1.3831318875547542 0.38349571241217301 1.0000000180025095e-35 1.0000000180025095e-35 -1.0305144854359449 1.0000000180025095e-35 1.0000000180025095e-35 -0.91818967631246473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 7 16 -7 15 29 12 -6 22 -15 -3 -2 -4 -16 27 24 -10 -8 25 -18 -24 -12 -5 -13 -11
right_child=1 9 17 19 11 8 13 -9 21 10 26 28 -14 14 18 -17 20 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00023419843682378366 -9.8099735238262881e-06 -0.00036384267369333481 -0.00012841474178095972 -0.00039994348691193107 -8.3075937570725199e-05 3.4370889288792282e-05 -0.00012923081471318695 -2.4179122171724187e-05 -9.2495581398074515e-05 -4.6245864488448927e-05 -0.00027290403617132589 0.00013744960120374444 0.00022359622366150168 -0.00015726187657081722 0.00034506237026094163 -0.00019774712479834011 -0.00033159521492437475 -0.0002787609046297798 4.7580039621310968e-05 -9.7685634751217568e-05 0.00076538674198257646 0.00037531480652372353 9.9728097216230486e-05 0.00011807534980683184 -0.0001024910811883771 -5.7712032434319891e-05 2.6075763885935996e-06 -0.00016613137623219584 0.00034336426594981428 -0.00022843658647237931
leaf_count=3396 3919 22241 27996 8031 6621 23251 11413 29482 905 5767 3204 5891 5942 1889 4299 26330 18445 18313 3124 17665 138 4842 7533 11998 3978 27380 13317 7836 7709 29076
internal_value=0 -0.13181 -0.0839964 -0.0488101 0.165736 -0.0163153 -0.0517398 -0.149324 0.125928 -0.265762 -0.193819 0.221372 0.0882103 0.0181624 0.202578 -0.358411 -0.310082 -0.251946 0.301365 -0.227071 -0.371336 0.419867 -0.014189 0.0188827 -0.384709 -0.0316349 -0.0545686 -0.358659 0.346276 -0.270325
internal_count=361931 332372 232437 186128 29559 152596 123598 55962 28998 99935 51364 26163 12563 67636 9312 48571 26480 46309 7423 33532 22561 5747 58324 46911 22423 34913 16521 15867 13600 34843
shrinkage=0.000728446


Tree=527
num_leaves=31
num_cat=0
split_feature=785 728 1307 516 728 852 896 470 595 578 529 1292 1298 464 576 928 1309 784 451 21 21 1449 202 21 1469 796 760 1323 913 1470
split_gain=597.211 406.965 302.809 270.398 203.613 176.527 147.503 134.124 121.485 109.463 101.92 98.996 121.185 96.3831 85.8484 85.7097 78.936 77.171 72.0515 71.3249 70.5988 67.8665 66.5843 81.0009 71.5109 63.6 63.5944 62.7838 81.8135 61.2611
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6294210021612947 1.0000000180025095e-35 -0.49008176997875957 1.0747610123934368 -0.43454379769620094 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.64782611375555454 -0.52992354128753727 0.81883784246325297 0.9594655836162902 1.4809802044803921 -3.9164670491403295 0.2439032738895319 1.4497954797158366 0.56345046278266753 -0.32341995197817647 -0.95652820086619317 -0.75739456769098112 0.32927949618471913 2.9187729016580457 0.7357469932768782 -1.1062327205981619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 6 15 13 10 -6 16 12 -11 -2 -8 -5 19 25 -9 -3 -13 -12 23 24 -16 -7 -15 -4 -29 -26
right_child=1 8 27 5 9 17 14 18 -10 11 21 20 -14 26 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.0002225728361126086 -0.00026128659535634843 0.00085062076594135544 -0.00022195960830545677 0.00013152634064410876 0.00037463091577460007 0.00021108231561504096 -0.00015072720415602005 -7.586440616815616e-05 -0.00030227102620337812 -0.00012677516279408684 -0.00025569753943495367 0.00010005969370649536 0.00015390883796302014 -6.2504648093264151e-05 0.00023818856691222646 -4.3436862974832494e-06 1.943471009754326e-05 0.00028323260018776387 0.00011391624118829277 -0.00014556904244448891 0.0003143031589192245 4.3037470796832293e-05 -0.00016308159527273695 -6.0297075549487106e-05 0.00020807797538482646 4.3380321565845371e-07 -0.00024782507916795552 -0.00019728374942597497 0.00098301166665927639 -4.6885099747560061e-05
leaf_count=3396 20408 113 30398 13023 3407 3952 18905 37228 20323 5258 26824 5588 6250 14779 3411 25989 7323 4167 4102 43402 5660 1950 7434 24248 2236 7750 5513 345 175 8374
internal_value=0 -0.133975 -0.0889011 -0.0625989 0.163012 -0.00288904 -0.0347039 -0.15919 -0.260852 0.218855 -0.22457 0.16898 0.039199 -0.254808 -0.096448 0.0614479 -0.167521 0.188618 -0.0808723 -0.206368 0.299934 -0.3397 -0.050367 -0.0180625 0.105568 0.105151 -0.159832 -0.308158 0.42651 0.0181305
internal_count=361931 332372 232437 201519 29559 119489 103620 82030 99935 26163 79612 22756 11508 40700 64608 39012 50838 15869 41330 43515 11248 28774 45703 38269 14021 11702 20292 30918 520 10610
shrinkage=0.000686431


Tree=528
num_leaves=31
num_cat=0
split_feature=785 728 548 852 712 125 395 896 921 821 470 471 578 519 1292 1022 470 723 727 1457 927 1307 188 21 1464 984 728 1431 409 1100
split_gain=636.607 440.332 299.796 232.252 199.093 188.633 167.13 127.547 126.067 124.168 110.757 105.646 98.5242 95.102 92.9527 109.636 86.3164 84.0884 83.1216 79.402 77.9195 77.562 75.1648 71.2406 65.4105 68.2864 62.185 61.6298 61.4563 60.9851
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0747610123934368 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 0.62154522891879982 -1.0305144854359449 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.682906484622256 0.65078176182541914 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 0.2439032738895319 1.5993600128483978 0.65193766022461419 -0.90320472132347296 1.0099929608726099 0.96281525827728831 1.6293515030253838
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 17 13 21 -3 22 -12 -6 24 15 -14 -4 -2 -10 28 26 -5 -11 -16 25 -7 -15 -9 -8 -18
right_child=1 9 16 8 12 7 19 27 18 10 11 -13 14 20 23 -17 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00023555281916754042 -5.7938841480075988e-05 -0.00028904563997933069 -0.00024843344434328271 0.00010186780972440076 0.00039313336402154684 2.1460741077799104e-05 -6.7410462770591507e-05 -4.7220603163208864e-05 -0.00010079390660085944 -0.00033308336756178496 -0.00016820941476772814 5.81444752547072e-06 -0.00010799712686620594 -4.5993453553929994e-05 0.00011310459435826133 0.00017352689487159449 -8.0733167357636986e-05 -0.00026630640447945542 0.00035520959643355456 9.4961303497267968e-05 -0.00015429174529678471 -0.00010840000173085295 -0.000165389228424033 0.00034065250345746711 0.00023519718362556357 -0.00016500584407619072 0.00032446693378756732 -0.00020912521231184565 -0.0003097241167097238 -0.00027829894975713428
leaf_count=3225 6668 30932 26733 11760 3439 28823 27006 37340 988 15383 21637 13317 5479 1154 5618 6117 22462 24290 4795 6149 1074 5856 18666 5681 2376 5117 4646 6579 2943 5678
internal_value=0 -0.129478 -0.0824946 -0.0449676 0.177186 -0.0751152 -0.164707 -0.0167939 0.138281 -0.2614 -0.212246 -0.132126 0.230345 0.0580404 0.183258 0.0580414 -0.234995 -0.29771 0.384439 -0.0764293 0.263301 0.0520516 -0.313239 0.309713 0.0165089 -0.00650161 0.350658 -0.0947389 -0.121308 -0.15632
internal_count=361931 332372 232437 177564 29559 154165 67056 87109 23399 99935 69003 34954 26334 43190 22895 11596 54873 30958 5783 36098 6874 17616 34049 11299 36316 33940 5800 43919 29949 28140
shrinkage=0.000728446


Tree=529
num_leaves=31
num_cat=0
split_feature=134 785 728 784 1022 1016 921 795 728 727 51 662 590 647 578 990 890 566 819 21 724 930 1375 990 710 981 1154 1022 746 705
split_gain=195.706 164.372 156.547 139.536 112.268 144.164 102.04 91.0415 88.4216 77.9322 77.625 76.4808 109.625 105.939 70.8483 69.2597 68.7598 67.9339 67.468 73.0926 66.7263 69.3155 65.8529 64.3627 63.8407 61.2005 59.823 80.1113 59.1319 58.7825
threshold=1.35321484427453 -0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.49008176997875957 -1.5722412400100421 1.0111847875080273 -0.58271687606615485 0.58895901036483078 -0.87782724458594241 -0.87905496296652397 1.0000000180025095e-35 -1.3230736206490437 2.2401583428922476 1.0000000180025095e-35 -0.70163543588998201 -1.372772149376732 1.0000000180025095e-35 1.0000000180025095e-35 1.09266583130301 1.3010549237422695 1.7722402912473476 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.7416903036938397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 16 20 17 -1 -8 18 12 -4 -14 -10 -13 -3 -6 19 24 21 -5 -17 -11 -2 -9 27 -16 -18 -19
right_child=10 2 11 6 7 -7 9 25 14 23 -12 15 13 -15 26 22 28 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00058442473169776569 -6.4622173597004223e-05 -0.0014270987527792095 -0.000197336345104591 0.001113460866844523 0.00011739035337208229 -2.9143128345713898e-05 -0.00046824258046477575 -0.00031214435300415427 0.0012568008362555435 0.00080715206715782954 -0.00081397812315208719 -0.00067125237880497361 0.0021905514696427845 -4.1841777238455347e-05 -0.00041006060947812006 -0.00011725845356871332 -0.00063587365884652087 -0.00035451029495118489 -0.00085265908408539367 -0.00039074911041256507 1.3716504805264832e-05 -4.9914876544654513e-06 -0.00077633263168737495 0.0020953738876686185 0.00090718452067371867 0.00071710492391612089 0.00069049707509677644 0.0005433348925526902 4.7002423426352759e-05 0.001106000574951654
leaf_count=2656 13461 5374 11694 3886 54967 36833 1044 22101 3070 4194 16680 27159 1255 1475 4787 29140 22892 1047 9155 27287 21335 2923 8242 1376 3275 1662 9218 5458 4911 3374
internal_value=0 -0.0114377 -0.0283099 0.00235082 -0.0261733 -0.0948339 0.118799 0.0222837 0.145094 0.337706 -0.151815 -0.119189 0.0271202 0.406335 0.185118 -0.156072 -0.217942 0.0646406 -0.109217 -0.07474 0.062404 0.239749 -0.0925283 0.427298 0.0524928 -0.0863685 0.139942 0.033922 -0.179793 0.297383
internal_count=361931 292073 266884 187919 153161 70010 34758 83151 25189 6614 69858 78965 14424 2730 22533 64541 33177 59388 53178 44023 28144 6809 37382 5570 16736 23763 19463 10245 27803 4421
shrinkage=0.00265988


Tree=530
num_leaves=31
num_cat=0
split_feature=785 388 1235 125 50 727 56 1361 1229 837 747 1470 21 729 728 706 651 900 340 678 982 1455 470 526 21 395 876 878 45 219
split_gain=576.85 444.903 355.426 277.743 269.163 181.699 160.794 142.314 130.728 127.87 123.095 114.621 104.644 100.308 94.2304 89.4781 88.6384 84.9438 81.9119 79.8196 79.6113 77.204 77.0213 78.6129 75.8353 71.4579 71.2653 69.9712 69.4989 68.0778
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.94625487755706195 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.14161537464928345 1.0000000180025095e-35 -1.3309395413702885 -0.70163543588998201 0.75637635299260908 1.0000000180025095e-35 0.62672487627420737 1.1107569744011787 1.8237275434728 0.97011723790966464 2.9016603484412591 3.5955928533842081 0.46304910557563933 1.0000000180025095e-35 2.3757057381457001 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6473864309851525 1.0000000180025095e-35 -0.59258213225821488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 7 4 6 15 11 8 -2 13 -5 -4 21 17 22 -1 28 -6 -8 27 -16 -9 25 -24 -7 -3 -14 29 -13 -12
right_child=1 14 3 10 9 24 18 12 -10 -11 19 16 26 -15 20 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015410652851127776 -0.00041142291043729683 -0.00036266205456752566 8.3177661722375876e-05 -4.3625905609148019e-05 4.6842928852205068e-05 9.3246808860383072e-05 -3.8367221805031794e-05 -7.965059860001977e-05 -0.00017372634702845615 -9.6731932582408398e-05 7.1732808477343133e-06 -0.00031610931296877797 -0.00012319948827551659 -7.5299870222607596e-05 -0.00032764001697617164 8.2761278470668389e-05 -1.1762148230504672e-06 0.00032046837383498935 -0.00031855374200442954 -0.00022821438230553336 0.00083241880212943202 0.00015398608098767211 -8.4582818344113689e-05 -0.00031890004405399786 0.0002827889576052545 -0.00017369699524039271 -0.00028992129747064594 -0.00016338511718447664 -0.00015193356389141721 0.00017758532385413089
leaf_count=5567 12918 10966 2449 16101 32230 6893 24377 12628 16329 27223 5599 25688 22581 15543 20171 6984 2977 2169 2813 1195 124 4087 19897 4246 10115 11740 8343 1446 9246 19286
internal_value=0 -0.13445 -0.0980443 -0.0525815 -0.0999572 0.157212 -0.206415 -0.23084 -0.370163 -0.0218756 0.0810922 -0.307293 -0.162808 0.0369924 -0.305623 -0.0221407 -0.343952 0.0929512 -0.0900772 0.15589 -0.452914 -0.0234721 -0.254529 -0.174262 0.292419 -0.357747 -0.237252 0.177854 -0.38228 0.201443
internal_count=361931 332372 265228 188342 144715 29559 67550 76886 29247 77165 43627 40360 47639 49942 67144 12551 37911 34399 27190 27526 20295 16715 46849 24143 17008 22706 30924 26331 34934 24885
shrinkage=0.000700159


Tree=531
num_leaves=31
num_cat=0
split_feature=785 125 50 194 1076 126 1470 727 747 497 1362 1469 203 529 192 889 56 728 1450 723 1168 476 962 1470 1458 941 852 927 940 830
split_gain=548.241 408.047 438.679 237.585 204.355 187.011 180.871 174.851 152.724 144.749 129.37 125.815 114.984 103.853 95.7587 88.7243 87.2202 82.3978 88.6505 79.7744 78.1162 74.5574 73.7845 70.9516 70.4883 71.5145 63.8437 63.8295 63.5719 62.1199
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.0000000180025095e-35 0.34871943973277292 1.7001250133015622 1.0000000180025095e-35 -0.62606451240067507 1.0605395091208547 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.3264365022561064 1.0000000180025095e-35 -0.28919238636343836 -1.316508667510939 0.78457125397875782 -1.2126727935954851 1.795029572017613 1.9607587081991176 1.0747610123934368 1.0483613175537825 1.0000000180025095e-35 1.1772556469648097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 10 9 -2 15 28 24 11 -4 16 21 26 27 17 -8 -19 -11 29 -6 -9 -12 25 -3 -7 -1 -5 -13
right_child=1 5 4 8 13 14 12 22 -10 19 23 20 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.6037180607667675e-05 5.1251426102044749e-05 -0.00013316088307333153 9.9551813533777666e-05 -0.0001614188745897964 -0.0002465421960460701 9.744586835315959e-06 -0.00011955572289115259 0.00025767274562834219 -6.8543772700661608e-06 -5.0012738198686079e-05 0.00017253048558379843 -2.8009217860521841e-05 -0.00045822651031998999 -0.00025225196255597161 0.00024253744418414294 -0.00018371263554902245 -4.4534082215356977e-05 -0.0003623786788705809 -3.8194315675944702e-05 0.00026323299303908582 -0.00014345483998780053 -5.9241275314852653e-05 -1.8830538474984207e-06 -0.00013522709910171782 0.0001711878158186974 0.00017373508952110811 0.00024049581793739256 0.00042347842943890352 -0.00034377732035928828 0.00018408637085261549
leaf_count=6803 3656 35285 21090 25468 7736 17712 6115 14134 14693 3264 1856 21824 18089 20768 6492 4844 4288 32735 2719 3801 13639 22833 2874 30602 1942 1698 2886 904 7599 3582
internal_value=0 -0.131044 -0.17482 -0.285779 -0.100677 -1.24273e-05 -0.38741 0.153871 -0.176327 -0.083214 -0.0437318 0.0107701 -0.423194 -0.212946 0.126159 -0.0223479 -0.365337 -0.401461 -0.449911 0.172862 -0.0608242 -0.136657 0.28684 -0.155658 -0.135868 -0.157481 0.0586146 0.10058 -0.265203 0.00465574
internal_count=361931 332372 259292 115362 143930 73080 67602 29559 47760 45990 92593 60135 63946 51337 27090 12551 45857 41569 35454 7065 39045 30569 17008 32458 38925 36983 20598 7707 33067 25406
shrinkage=0.000743015


Tree=532
num_leaves=31
num_cat=0
split_feature=785 728 1238 852 125 257 728 595 210 529 578 556 405 784 1292 1298 1466 638 692 21 1449 519 723 652 1357 792 203 728 21 1309
split_gain=563.613 470.118 303.255 257.398 182.704 206.84 181.679 129.69 115.258 104.301 104.066 103.64 102.313 98.1856 95.3739 120.481 89.6433 85.6268 81.2497 80.4204 79.3106 80.2933 78.8523 77.7815 73.8894 72.8358 72.2995 74.9078 70.5548 72.6983
threshold=-0.86283290253235112 1.0000000180025095e-35 0.46340146005616162 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -1.1884933851823243 1.0000000180025095e-35 -0.87905496296652397 -0.09725136634472907 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 0.67647628514450941 -1.9689564536147179 -0.97604641915355106 -3.2545899522946695 1.6354124814891826 2.1420547332082829 1.0000000180025095e-35 -0.98896428961744431 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 -0.90320472132347296 -3.9164670491403295 0.81883784246325297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 26 -1 9 -6 17 -8 24 20 18 15 -12 -7 -3 -5 -13 21 23 -23 -10 -4 -20 27 -2 -19 -30
right_child=1 7 11 13 8 16 10 -9 12 -11 14 19 -14 -15 -16 -17 -18 28 25 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00021626579992346237 -1.7182379339386653e-05 0.00056555086773599932 -3.4361807656643433e-05 -0.00020900109402398795 -0.0001916819319626515 -7.6253983531760459e-05 0.00036830697499254568 -0.00031927526239964053 0.00012455025851029072 -0.00024523264004470497 -0.00013522754989123739 0.00085020966389255594 -0.00015420762304691854 0.00027080224034124213 0.00020058375300867942 0.00015045668059045461 0.00012594639160656433 0.0008768031546013326 0.00020359293752468822 -0.00022385190595390278 0.00019654910844296746 -0.00013858610686191253 0.00019948179453854997 -3.2370544987430466e-05 -0.00017236120171028056 4.334204583670011e-07 -0.00039013573870011183 -0.00023271717125650907 -0.00015873438266318917 4.3217463154760961e-07
leaf_count=3396 4947 317 19701 2181 7153 27706 3407 20323 6732 28774 5258 111 7775 5303 11248 6250 5033 113 6300 32727 4401 1624 6295 45332 16914 7381 6733 18088 43221 7187
internal_value=0 -0.135517 -0.0869699 -0.0414817 -0.0743804 -0.165172 0.153209 -0.271278 -0.0138875 -0.233798 0.205892 -0.213855 0.00835585 0.160814 0.157307 0.0300843 -0.061541 -0.176217 0.0803257 -0.310739 0.0327238 0.0134494 0.191455 -0.0158118 -0.136703 0.134173 -0.315222 -0.260084 -0.184566 -0.189317
internal_count=361931 332372 232437 162984 141819 62507 29559 99935 79312 79612 26163 69453 72159 21165 22756 11508 32739 50838 15862 32838 64384 59983 7919 52064 36615 13681 29768 23035 50521 50408
shrinkage=0.000701012


Tree=533
num_leaves=31
num_cat=0
split_feature=1238 1235 407 705 1458 760 21 1223 1229 1010 43 1465 564 789 859 50 56 401 740 598 744 21 1465 602 1469 1458 21 1470 513 334
split_gain=201.109 162.758 136.105 122.234 115.346 107.39 106.323 102.624 92.1399 89.8709 87.9531 78.549 82.1594 82.7753 88.4721 78.0219 91.6847 68.2234 75.689 65.6988 62.9547 59.0955 58.8618 56.4774 56.1867 55.4219 55.1048 59.6827 51.7536 49.4324
threshold=-0.6968354641114346 -1.24934742919911 -1.2965003005540392 1.3612027609086828 0.20667703603638712 0.0340675632089932 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 3.0713252103476614 2.2744972866152193 2.873316917895123 -0.92494471000667333 1.1248358748350926 -0.54135187694831066 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 -0.4169998711162784 1.0000000180025095e-35 0.26697426476209379 2.6054386111478895 -0.70163543588998201 -1.1535394197080833 1.0454229551509682 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 23 4 6 9 -4 8 -2 11 15 12 -1 14 29 16 -8 18 -16 25 -15 -6 -18 -3 -17 -7 27 -9 -5 -14
right_child=1 2 3 28 21 19 10 26 -10 -11 -12 -13 13 20 17 24 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00026179273971296558 -0.0010058629667999354 -0.00069627444133942441 0.0020223649859529235 0.00025274704611451937 0.00041033211439610881 -5.054689626632987e-05 -0.00040908615480070971 0.00085253207464961952 -0.00039198526717860462 0.00090311888119481293 -0.00087140098581689788 0.00074588530532291089 0.0004498251575593499 -0.00051894127902134897 -0.00038804889127335964 0.00027147173911540941 -0.00028969533419877648 0.00019397124691366435 8.6647857462789004e-05 -0.00034580703432562671 6.3797360739545439e-05 1.624810306337615e-05 4.6026820144780312e-05 -0.00023761822073722728 -0.00019883601789339632 0.00090319176206973243 -0.00036489423877289121 -9.9676062073843108e-05 0.0010217732588394012 5.9726891477944454e-05
leaf_count=11909 13059 11635 268 8264 9006 31599 29825 1234 14611 1900 3854 2533 18104 5275 11120 10095 14151 25745 13284 16745 6117 20402 20938 13436 6634 881 19481 11357 1440 7029
internal_value=0 -0.084131 -0.0482237 -0.0219406 -0.0425621 0.0203722 -0.084356 -0.196906 -0.325466 0.057752 -0.0895782 0.0486346 0.038749 0.0594833 0.0848112 -0.076077 -0.112896 0.0328321 -0.0537858 -0.0641589 -0.103388 0.0715757 -0.0448873 -0.218086 0.0485844 -0.0107828 -0.114668 0.00518166 0.202578 0.182827
internal_count=361931 209690 149948 124877 115173 152241 85765 59742 27670 103016 85497 101116 98583 86674 75282 81643 64914 50149 24404 49225 11392 29408 35089 25071 16729 32480 32072 12591 9704 25133
shrinkage=0.00189717


Tree=534
num_leaves=31
num_cat=0
split_feature=1147 65 785 1463 470 464 1463 1468 1454 1453 1286 1080 1357 1440 1290 871 890 706 712 899 476 1465 1450 1450 1451 1464 1467 1450 1013 1449
split_gain=195.961 167.12 120.227 114.386 104.069 111.933 98.0208 74.22 81.6895 83.2354 70.8827 71.1087 69.7381 67.9592 64.5875 63.1493 71.3211 63.1563 61.5715 60.6432 60.1002 58.0139 62.0719 61.2047 59.388 55.965 61.4878 58.9497 55.379 55.2143
threshold=1.0000000180025095e-35 -0.39289434837986426 -0.86283290253235112 -0.052537044703927886 1.0000000180025095e-35 1.0000000180025095e-35 -0.45723996025542596 0.74910709165279876 -0.12591398429191614 0.090414289886247015 0.78161905918100072 1.0000000180025095e-35 1.3962008022525787 1.0000000180025095e-35 1.0000000180025095e-35 2.4008401756919917 -0.71339486274837316 2.168314495256825 -0.63779424894106762 0.41716744672121647 0.21638653661781299 2.4014220305861813 -0.2957953744690755 0.20285747808121529 -0.12552025735350386 -0.13737360038314356 -0.57051706946348058 0.42828692282830078 0.54050183860820311 0.71251893840138358
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 6 5 20 13 25 -9 -10 21 -12 14 19 -6 16 -2 29 -1 -4 -3 22 -5 24 -24 26 27 -8 -7 -18
right_child=15 4 3 10 12 28 7 8 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00062955444215604815 -0.00066938677037963281 -0.0011990702794899 -5.8406021509607486e-05 -0.00014886901666508437 0.00013217169466352033 -0.00031904382429733268 -0.0016334896495322174 -0.00033557476295454914 -0.00017587615238832166 0.00401956226914762 0.00028723354581252578 0.0011943555301803651 -0.00067604494689918937 -0.00053560518503105177 -0.00029959451335969951 -0.00088781754729669055 -0.00033765600998941412 0.0012169455047674283 0.00067521043688460345 0.00033440409558398984 -0.00051725682961050357 0.0010303498005483358 0.0010121272438630695 3.3948751773714746e-05 8.9740989582868941e-05 -0.00010559422613120764 -0.00050634280814534742 0.00078520927255120907 0.00032686376128821752 0.00030302796111034467
leaf_count=1303 22114 13757 39516 21874 40620 22910 3850 1038 335 341 7816 4155 6798 7785 17854 11795 30495 1118 13973 19617 17003 2085 5717 13491 3986 7328 10520 389 6430 5918
internal_value=0 -0.0112171 0.0310214 0.012279 -0.0756034 -0.152604 -0.0357858 -0.156958 0.277065 0.839068 0.0833654 0.222747 -0.020083 0.00471539 0.00197789 -0.148109 -0.118934 -0.0647706 0.203889 0.0276796 -0.274692 0.0457083 0.0289461 0.10328 0.229601 -0.191135 -0.269951 -0.499403 -0.0627083 -0.0815839
internal_count=361931 290491 165119 149843 125372 60100 90719 23801 1714 676 59124 11971 65272 66918 58474 71440 59645 37531 15276 59133 30760 47153 45068 23194 9703 22087 14759 4239 29340 36413
shrinkage=0.00277552


Tree=535
num_leaves=31
num_cat=0
split_feature=785 728 516 728 1307 852 274 896 470 608 471 578 1292 1367 464 395 1459 761 928 784 21 796 133 1309 821 1304 838 21 596 1122
split_gain=680.071 464.036 292.513 205.933 194.258 184.525 148.033 144.218 123.362 113.388 102.919 100.06 94.5648 117.172 83.9955 81.23 80.7049 79.7282 78.7173 71.3042 67.5113 66.4733 65.3961 65.2829 65.2488 62.2947 61.3107 60.7555 56.1682 55.6519
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.6294210021612947 1.0747610123934368 1.0000000180025095e-35 -0.43454379769620094 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.6775944799888084 2.3409658772999049 -0.52992354128753727 0.9594655836162902 0.2439032738895319 -0.75739456769098112 1.0000000180025095e-35 1.0000000180025095e-35 -1.0305144854359449 -0.94892239677896928 -0.91818967631246473 -3.9164670491403295 3.0920830256423057 0.79579885031402708
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 5 7 9 18 14 15 26 -5 13 -13 28 -2 17 22 -4 21 29 -7 -9 -8 -12 -11 -10 -28 -3 -14
right_child=1 8 4 11 -6 19 23 16 10 25 24 12 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00024919405210242665 -0.00037209004154634259 -0.0004186239949913729 0.00016705030060996519 0.0004716384174388679 -0.00021028810606594497 0.00028072298253787806 -0.00010009011567903127 -7.8542368921460812e-05 -4.2527851155217272e-05 -0.00023144744619295378 -0.00030454085063284878 -0.00013091169054659204 0.00022575637037558816 0.00020823612223946293 -0.00022665988130048719 -0.00018319124225498146 6.3857954989984345e-05 0.00028693421769394639 7.9552563318426173e-06 0.00035503229764659913 0.00040568893984388639 1.7394998820434869e-05 -0.000235128734454334 8.3641992542594074e-05 3.302218028429564e-06 -7.1489572992457849e-05 0.00093206948206700925 -0.0002598950000191822 0.00039930376210627744 -0.00020306224787391459
leaf_count=3396 19004 21953 13023 3407 16333 3952 14479 41603 5767 12393 3204 4994 4590 6514 26330 17207 10657 1443 25989 4167 5660 7750 10905 9028 13317 24504 98 28978 288 998
internal_value=0 -0.12162 -0.0732553 0.195467 -0.0136096 0.0120105 -0.167356 -0.0206253 -0.257355 -0.220206 -0.185685 0.251283 0.20361 0.0763713 -0.350046 -0.319296 -0.0819396 -0.115887 0.0746379 0.208371 0.331098 0.1279 -0.129937 -0.0288181 -0.0522545 -0.142019 -0.259339 -0.302915 -0.481075 0.180295
internal_count=361931 332372 232437 29559 135822 119489 96615 103620 99935 73108 51364 26163 22756 11508 48571 36211 64608 53951 39012 15869 11248 11702 52508 23507 16521 36897 34843 29076 22241 5588
shrinkage=0.000836755


Tree=536
num_leaves=31
num_cat=0
split_feature=785 728 548 125 188 727 921 1368 319 716 470 1470 830 852 470 402 889 64 50 470 1238 665 1223 1022 1430 652 209 791 927 395
split_gain=582.539 427.053 310.861 236.392 245.278 167.585 143.694 129.257 129.105 117.053 112.158 95.6332 92.8978 90.948 90.848 88.5028 86.1107 83.8689 81.0857 81.3866 74.6916 73.4768 71.5534 70.8462 78.4789 69.2841 66.4283 65.1079 64.0695 62.7921
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.39849607246918939 1.0000000180025095e-35 -1.2126727935954851 0.75196294419854781 -0.22706799479215015 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4455540108994724 1.0000000180025095e-35 1.0000000180025095e-35 0.75346069109806069 0.85652824257920523 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98896428961744431 -0.75392399142800803 1.0000000180025095e-35 1.0483613175537825 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 11 16 7 25 10 12 22 -2 -8 -6 29 -12 28 23 19 -7 -15 -13 -3 24 -9 -5 -27 -25 -1 -4
right_child=1 8 14 6 13 18 9 17 -10 -11 15 21 -14 20 -16 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=2.6184512405610738e-05 1.0200225848150417e-06 -0.00031710694363515726 -0.00034314534037384098 6.7097046354173048e-05 -0.00012027936650870899 -3.7707753631230457e-05 0.00010766253297915987 -0.00014006192941170488 -0.00031526062455795542 -0.0001446717179768811 -0.00016306059522200797 -0.00029039373139287347 0.00037286756578385947 5.2257730348226935e-05 -0.00011670659184860289 -1.7219581891169698e-05 -0.00016777193459926339 -0.00021479153364765348 0.000297269368203806 0.00023415160900084993 -0.00013824630714259195 -9.9923888696190218e-05 -0.00017006663133738303 5.9002962489779644e-05 7.6310937726183683e-05 -0.00020680739019203329 -6.1665597127168431e-05 0.00022421531982359637 0.00040107025434546196 -0.00017552843035970798
leaf_count=6803 3969 17738 14089 6332 17158 3971 8033 6774 20386 2488 27172 23956 3406 20060 28140 13881 4844 2669 8442 4595 5734 6179 20758 17334 6467 8458 32935 5612 904 12644
internal_value=0 -0.138859 -0.0926702 -0.0544625 -0.146781 0.154568 0.00626003 -0.0245332 -0.268506 0.189706 -0.23059 -0.30079 0.270483 -0.0515942 -0.247402 -0.15594 -0.0179046 0.0576638 0.284555 0.148695 0.0215816 -0.350297 -0.327523 0.0802585 -0.038581 -0.0967292 -0.127757 0.142418 0.102992 -0.355492
internal_count=361931 332372 232437 177564 77056 29559 100508 86581 99935 13927 79549 34104 11439 42952 54873 41053 12551 38856 17008 8566 25794 30135 38496 36187 13241 47725 41393 22946 7707 26733
shrinkage=0.000700159


Tree=537
num_leaves=31
num_cat=0
split_feature=1431 612 1469 961 529 417 272 556 1470 1452 800 194 1452 21 1470 1461 1465 670 789 859 526 476 659 954 1105 791 693 268 497 62
split_gain=193.535 130.243 127.56 146.647 113.063 86.7471 83.9374 78.6267 75.5525 74.1997 72.6062 71.6439 69.8646 65.039 63.1993 56.8142 49.8009 49.6752 48.5878 48.1727 47.2246 48.5591 58.995 60.6305 46.9038 46.6664 45.1785 44.0136 46.1571 43.9844
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.38215083758088803 1.0000000180025095e-35 1.0000000180025095e-35 0.010950138188642858 1.3643217266306855 -0.21198473794706632 -1.1417127449306028 0.38614139544283571 -0.57812715656594349 0.58307762070518543 1.1844650239005572 -0.70163543588998201 0.15922148059223509 4.3587965850032591 0.14486519861544186 1.2185539428497101 1.1248358748350926 -0.54135187694831066 2.3757057381457001 -0.70335058585943822 0.62821384419828064 5.4609056438767345 -0.49255032781275393 1.0000000180025095e-35 -0.49727115344887657 1.0000000180025095e-35 1.4974877722517597 -0.37712515092315846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 8 14 10 29 -2 -5 12 -10 -4 -7 17 19 -11 -1 27 -15 21 -12 24 -24 -23 -26 -9 28 -13 -6
right_child=1 -3 3 9 7 13 -8 26 11 16 20 18 -14 15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00026906228912166956 0.00038627115974135452 -0.00073999693211826217 0.00037063056517249739 -0.00032962570606212766 -0.00047765973569981093 0.00062395645658233244 -0.00041553304556492016 -0.0010254530643290657 -0.00023582413044512547 -0.0013271349658380478 -0.00031526998817876318 0.00029322556073700683 -0.0012281635864405691 0.00041337612216608939 -0.00017470328744245638 0.0013576517163207337 -4.9100614677050301e-05 -0.00045485068329077967 -0.00062682848730373508 1.1065216093993871e-05 -0.0010430285379455142 0.00035293144250049985 -0.00037067257201740057 0.0030367065750788987 -0.00016091092367012975 0.00033088973764234576 -0.00048353323558037874 -0.0001284867646007689 0.001204784238661868 3.8271665561755841e-05
leaf_count=21246 8103 18411 17801 19912 9686 11722 15703 9043 52306 5142 14841 6919 739 11033 28951 901 1138 3243 1830 21532 1730 14205 9229 108 16092 7105 15681 4757 1571 11251
internal_value=0 -0.103783 0.00284026 -0.0449972 -0.0795418 0.0588632 -0.00877494 -0.175977 -0.0300149 -0.202687 0.0158385 -0.0554384 0.128351 0.124298 -0.00160757 0.0782513 -0.436554 0.0767886 0.0675178 0.0632787 -0.0197279 -0.0114195 0.0187342 -0.132568 0.0548882 -0.00413139 -0.273041 0.109625 0.196115 -0.0751298
internal_count=361931 139558 222373 123745 121147 98628 97553 45661 75486 26192 81850 67383 18540 45188 53440 33466 6280 24489 15077 32565 63310 61580 46739 9337 37402 23197 24724 13247 8490 20937
shrinkage=0.00241429


Tree=538
num_leaves=31
num_cat=0
split_feature=785 728 871 125 50 728 56 319 1357 470 1470 1160 1361 150 689 72 789 539 1465 184 1429 1470 257 62 556 858 1092 651 945 902
split_gain=537.804 426.296 295.388 217.121 221.76 174.741 136.966 128.08 120.347 113.39 101.073 100.113 123.5 88.5951 87.4626 75.8268 74.8018 78.1354 74.3848 73.8372 71.1603 71.0537 70.2681 67.2982 65.0535 63.6459 64.9766 63.2981 62.5977 61.9256
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 -0.572229863602436 -0.4288425582216272 -0.78513032087958678 1.1248358748350926 0.6695026854463163 0.56487967955244278 1.0000000180025095e-35 1.0000000180025095e-35 -1.3545928909252491 1.0000000180025095e-35 -1.2811150420666217 -0.15844249786597561 1.0825608069246189 3.5957525378519168 1.1107569744011787 1.0000000180025095e-35 3.4436453420943347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 10 9 18 22 -2 12 -7 -5 -11 -8 17 -15 24 -4 28 -19 -3 -12 -6 26 -23 -25 -10 -16
right_child=1 7 19 13 8 11 15 -9 20 14 23 -13 -14 16 29 -17 -18 21 -20 -21 -22 25 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00023955464337005407 1.0887772333641777e-06 -0.0003600123265727119 -0.00013974135088967618 -4.9285998925913131e-05 5.6998628901935776e-05 -9.7994317284765515e-05 -0.00024608469583855175 -0.00035290357457971931 3.6145683844748901e-05 9.1377753414874016e-06 -0.00049301835129931029 0.00026299670803608548 0.0002158345615317519 2.9329873013814468e-05 -0.00017463498827737653 -2.050028689581825e-05 -7.713475836770652e-05 -0.00074002013626307589 0.00016856733759079674 -0.00028950185041723409 -0.00019280101670903871 0.00027761230115480237 -0.00019012180518361747 -0.00026817197109535733 -7.3573452451623973e-05 -2.1167600186436855e-05 -0.00056533872181389097 3.5326897092792663e-05 -0.0002025150059658654 0.00077434638163601085
leaf_count=3396 4583 17526 27160 13807 23465 6104 5902 20386 11267 11342 5970 13520 6539 9837 29537 20632 4595 202 8176 19149 14048 12268 20970 24869 17709 2210 224 2076 4288 174
internal_value=0 -0.126583 -0.0802889 -0.0459005 -0.0880063 0.156045 -0.189276 -0.256712 -0.0194047 -0.21883 -0.287044 0.207784 0.0820622 0.0735373 -0.143533 -0.0806004 0.131934 0.173746 0.039372 -0.244859 -0.127002 0.259537 -0.316802 -0.338689 0.00386385 0.27429 0.326795 -0.296063 -0.0330989 -0.208502
internal_count=361931 332372 232437 186128 142985 29559 64032 99935 78953 79549 37498 26163 12643 43143 41053 26534 29336 24741 49350 46309 29603 14904 38496 32915 41174 14702 12492 26945 15555 29711
shrinkage=0.000804263


Tree=539
num_leaves=31
num_cat=0
split_feature=728 1357 50 194 1020 789 1238 706 928 609 1450 942 744 557 211 1189 1470 705 1285 1459 869 1039 815 269 858 570 519 714 1376 1016
split_gain=193.067 154.959 118.741 169.532 110.626 106.07 95.4326 83.6473 79.7739 73.0162 70.1661 69.7445 68.5401 66.4372 77.5646 63.4873 56.3423 54.9074 54.8306 54.5641 52.7223 51.7976 51.5201 50.8492 50.6872 49.9754 46.1132 45.7963 45.1326 45.0443
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.6236383842237581 2.0258146145105322 -0.52992354128753727 -0.93177752141597858 0.75277923109729128 2.231519495564001 1.3025484894158337 -1.1305792080459691 -0.51475703795743433 -1.4467991446142221 0.42335055062262955 0.67165941385979033 2.2712867920001698 0.40413748344094969 1.0000000180025095e-35 -0.6193946422844504 1.0000000180025095e-35 -0.36806838854686125 1.0825608069246189 0.26742070794158385 2.1420547332082829 -0.62741635080033265 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 18 8 13 9 11 -6 -1 24 21 -3 -15 -9 28 -5 19 -2 -12 -11 29 -24 26 -23 -4 -28 -10 -16
right_child=4 6 5 17 7 -7 -8 15 16 12 20 -13 -14 14 22 -17 -18 -19 -20 -21 -22 25 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00050096559802794587 -0.00055743467836529286 -0.00056557564339572734 0.00040176933534830089 -4.0446616374621914e-05 -0.0005024698697031312 -0.00024579163685836778 -0.00057311058745372731 0.0017105393362709309 0.0003550161790332414 0.00011535675727664518 0.00048988853429746517 0.0012506637042857848 0.00031465961377057241 0.00015349464314432578 -0.00067684646787570535 0.00022415580412891441 -9.0835928399833336e-05 0.00030350419087237976 -0.0014876013569924764 -9.9060766760584296e-05 -0.000750041094431046 -0.0001999040679411022 -0.00033185663293963219 0.00012961611342634944 -0.0001984966654521912 -0.00078649348132008772 -0.00043750300072143821 0.0015994673539618891 -2.6616099062761921e-05 -0.00018436609437065782
leaf_count=27610 35690 8149 19826 24080 16112 10541 17098 727 23050 9569 3441 1951 7831 23922 9939 4217 15901 17148 2161 9678 1435 17440 9591 13499 2757 5665 278 1183 10332 11110
internal_value=0 -0.00425554 0.0342915 -0.0321807 -0.120167 0.08416 -0.0779344 -0.0596584 0.111086 -0.0849523 -0.170635 0.201388 -0.0357299 -0.048774 -0.0281373 0.219316 0.0618838 0.0475667 -0.213887 -0.197667 0.0787556 -0.0849305 -0.0837556 -0.0188484 0.1699 -0.146167 0.203799 0.539713 0.109451 -0.169927
internal_count=361931 252841 159533 73714 109090 85819 93308 61561 75278 56617 32486 25995 40505 76210 68061 4944 49283 41228 47529 45368 4876 32674 44139 23090 24044 23105 21287 1461 33382 21049
shrinkage=0.00226915


Tree=540
num_leaves=31
num_cat=0
split_feature=785 1309 1022 1154 540 727 890 519 341 1010 51 889 729 1436 789 67 194 21 713 872 830 547 1367 1361 648 1469 664 900 1108 1463
split_gain=567.384 391.754 299.563 309.619 213.075 176.492 160.764 127.066 128.037 108.3 104.515 92.1766 92.048 90.6043 88.3772 86.0673 80.5654 79.7295 76.537 88.0321 76.149 75.0371 72.969 92.5733 72.1528 71.1636 68.5331 77.1748 64.4266 69.4693
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.35001124564692748 1.0000000180025095e-35 -0.71339486274837316 2.1420547332082829 -0.6888464262984979 1.9615424434015647 1.0111847875080273 1.0000000180025095e-35 0.75637635299260908 1.0000000180025095e-35 1.1248358748350926 0.2639097113453524 0.58307762070518543 -2.9709283393608152 1.0000000180025095e-35 3.0757328524286596 0.70639586890216266 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 1.0000000180025095e-35 1.4281732402029299 -0.52760022831171083 1.8172976979801614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 10 11 -2 8 20 13 12 -1 14 -8 24 17 -6 -5 -19 -20 25 22 23 -7 -4 -3 27 -10 -14 -30
right_child=1 7 4 15 16 21 9 -9 26 -11 -12 -13 28 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=8.5474691084650987e-05 -0.00048931172011619538 0.00021367759723158003 -7.2482657467021691e-05 0.00081518407037383148 -2.8173574190211375e-05 -3.9931863357356304e-05 -0.00033774126620965238 0.00017099325927312991 -9.4350248291961755e-05 7.3739496385210096e-05 -0.00025023032423764053 -0.00018339318824130496 -7.588682887117467e-05 -0.00012850946798871756 -0.00020921403701837431 2.2552197308638995e-05 0.00013879989672354708 -2.397898949886318e-05 -0.0001999193339246245 0.00057259861431550364 0.00012177181394745791 -0.00016534493839906835 0.00034325808590805659 0.00030706369467150256 7.539488210433309e-05 -3.5562453965829381e-05 -0.0002415219057517788 0.00015611469230391036 -0.00027494947174440539 0.0001911498786221114
leaf_count=7707 17498 2614 29133 161 22290 3312 26068 7152 30226 2374 16492 4844 10277 8105 8643 8320 8991 9160 38212 330 12141 1040 9109 3547 11170 33844 8364 3202 16681 924
internal_value=0 -0.125168 -0.177008 -0.268808 -0.108574 0.164731 -0.410857 -0.0185299 -0.0409809 -0.332609 -0.163544 -0.0124111 -0.131689 -0.370991 -0.0801987 -0.16178 0.0333146 -0.200469 -0.206935 -0.25235 0.0270036 0.298248 0.332396 0.180704 -0.0399038 -0.0203952 -0.129696 -0.0903231 -0.239834 -0.326327
internal_count=361931 332372 234829 110228 124601 29559 54045 97543 90391 36547 93320 12551 76828 34173 48946 56183 31281 47863 47702 38542 48599 17008 15968 6859 40303 36458 41792 33428 27882 17605
shrinkage=0.000757875


Tree=541
num_leaves=31
num_cat=0
split_feature=785 181 728 1235 852 712 476 784 815 1430 470 1307 539 727 263 1237 188 1160 1361 402 705 921 1292 1223 524 716 56 1450 846 1469
split_gain=627.721 430.58 338.269 249.77 198.217 180.065 140.777 128.162 122.778 135.462 120.682 115.348 108.165 116.53 103.37 99.7832 98.2202 96.5628 117.801 93.3657 91.1159 86.0047 81.8487 80.9987 69.2749 65.566 65.2568 69.3751 60.5766 60.2012
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 -0.22706799479215015 -0.63779424894106762 -1.316508667510939 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0485873544557924 0.6695026854463163 1.0000000180025095e-35 1.6445160113075163 1.4298092310842805 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0742499394659759 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.39849607246918939 1.0000000180025095e-35 5.3559123225395862 -0.57111705527914902 -1.2987941639197651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 11 12 -1 -6 8 9 29 23 24 13 -5 16 17 26 18 -7 28 -10 -9 -15 -4 -2 -23 27 -3 -12 -8
right_child=1 14 10 4 6 15 7 21 20 -11 19 -13 -14 22 -16 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020602048310333268 -1.9905746186797373e-05 -0.00038583167442863577 -0.00030914303233786107 9.3407517271294939e-06 -0.00013937011120191575 -5.0596333600477566e-05 0.0001861156745997172 0.00010738060311217773 4.1279301062579071e-05 4.3660493390060977e-05 -4.3891437717958786e-05 -0.00021780604479942534 2.6979698554715138e-05 -0.00025068856660383617 4.795882467857218e-05 -0.00014853312634076222 -0.00016399504211704415 0.00025243991928565013 0.00021302203048235692 -6.777828531558935e-06 0.00020926078316740122 0.00041184089688369883 -9.3117818838694247e-05 -0.00015788319609405711 -0.00016319246396998639 -0.00019550355168351449 -0.00022151901515492632 0.0010445904205991119 -0.00019887777006565239 -0.00017657936504430097
leaf_count=3225 18536 15119 17556 10604 9030 5749 849 10554 24417 14122 7898 20729 12729 13722 3060 1892 35688 12624 6069 13656 6702 2837 13667 20507 11521 345 15889 64 18838 13733
internal_value=0 -0.13329 -0.0964887 -0.0510802 -0.0077892 0.170858 0.0511281 0.077452 0.0368724 -0.0650938 -0.224428 -0.185337 -0.11132 -0.171934 -0.29743 0.221194 -0.318906 0.254479 0.127594 -0.146153 0.116412 0.245498 -0.246448 -0.325511 -0.105746 0.519265 -0.424757 -0.55797 -0.22597 -0.2222
internal_count=361931 332372 262552 184097 133311 29559 82589 73559 59823 28704 78455 50786 50722 37993 69820 26334 66760 24442 11818 40392 31119 13736 27389 38063 30057 3182 31072 15183 26736 14582
shrinkage=0.000672971


Tree=542
num_leaves=31
num_cat=0
split_feature=785 728 617 1423 519 872 728 597 1431 723 319 470 1467 720 791 578 666 962 402 933 588 1292 815 507 734 809 1091 1223 1307 189
split_gain=573.471 406.7 304.506 240.307 189.302 203.72 183.881 148.304 144.628 142.629 127.429 114.444 113.226 100.96 113.558 99.5498 94.8237 94.7965 90.6462 86.5538 85.7477 83.344 89.6956 80.2234 74.4037 73.239 94.5644 70.5045 67.973 67.2294
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 1.0000000180025095e-35 2.1420547332082829 0.85297537480346686 -0.49008176997875957 1.3592535390735871 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.6212945108504591 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 3.1569310267559065 0.78457125397875782 1.0000000180025095e-35 0.68806224955729689 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0941628986121894 3.0820683777490774 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3390041783085433 1.0062439196653703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 8 -1 24 12 -6 11 27 13 23 16 -8 -15 21 -13 20 -11 22 -17 -2 -7 26 -16 -3 -5 -10
right_child=1 10 -4 28 9 7 15 -9 29 19 -12 18 -14 14 25 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019163114717016109 2.1673759077408942e-05 -0.00027811995927207178 -0.00019625262804933081 -0.00010673298469401756 -0.00013232149967039487 1.0316229576959265e-06 0.0003248642692637457 0.00026701809541444202 -9.4290976104350038e-05 0.00017664565166008273 -0.00027555040954777439 -0.00014108391631621579 0.00025187362491566257 -0.0001024314859294692 -0.00023615232684005927 -7.8942072744369086e-05 0.00033445304983693386 -6.4976682933457896e-05 -9.8346064023243128e-06 -3.0874661871279277e-05 0.00047269728887815843 0.00022063023967650738 0.00016546584095407331 0.0002915176751341956 0.00024249372265843273 0.00010652201169055213 6.2464153075905389e-05 -0.00014824773243580347 -0.00024427005487293496 -0.0002325682748953149
leaf_count=3396 14726 17738 30424 30217 2567 23094 3407 4139 37343 5460 20386 27172 2096 40197 3776 4099 698 4311 13881 1943 1771 9312 5034 1864 1986 8480 3764 20758 9739 8153
internal_value=0 -0.135346 -0.0902566 -0.0645155 -0.0312983 -0.0523353 0.156132 0.0960847 -0.0909868 0.20106 -0.262124 -0.224422 -0.0380687 -0.0520831 -0.0931629 0.209231 -0.150652 0.16175 -0.148923 0.308242 0.402939 0.223013 0.089224 0.0869949 0.0354588 0.0516348 -0.106186 -0.322541 -0.218103 -0.187991
internal_count=361931 332372 232437 202013 162057 150316 29559 29219 121097 11741 99935 79549 75601 73505 56915 26163 40895 22756 41053 9174 7231 18445 9133 16590 25080 16020 7540 38496 39956 45496
shrinkage=0.000621721


Tree=543
num_leaves=31
num_cat=0
split_feature=181 869 1464 915 795 1240 815 1154 854 797 784 1452 1450 1079 667 1453 1097 21 1371 1230 21 184 120 497 728 747 1454 783 616 1465
split_gain=198.402 164.681 111.973 97.0489 87.4522 84.2802 83.9374 94.9227 72.0942 138.579 94.9836 70.7135 112.216 69.053 67.77 67.4865 67.0282 64.6164 62.4322 57.8355 54.9657 54.8911 53.5414 52.1852 52.1064 50.7328 50.1472 50.133 48.2785 47.4019
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1888330894775201 0.35539985303639915 -0.29258408639884992 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 0.9594655836162902 0.15137389486705299 0.83479547028963264 0.85386604821755141 1.0000000180025095e-35 1.1343281912642689 -0.64966988391888181 -0.32341995197817647 1.0000000180025095e-35 0.38564141960353587 3.0805194032280743 1.384368771371848 1.0000000180025095e-35 1.461728259125324 -0.49008176997875957 4.8244149500050213 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.41120921193798426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 14 7 -1 9 -6 17 12 20 -12 -3 16 -2 -10 29 -8 -4 28 -16 24 -7 27 -14 -19 -5 -18
right_child=15 5 11 21 8 23 19 -9 10 -11 13 -13 26 -15 22 -17 18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00036223058726530481 -0.00073189733184896987 -0.00020046201364240586 -0.00024634478142762363 -8.1548407782281181e-05 -0.00016239425041348731 0.00049615944450097306 0.00025142145042595109 0.00027716103073401331 5.047217889158123e-05 0.0012743673510702573 6.2920384647219011e-05 0.00077882838586772077 -0.00052645307951260112 0.00095053675466623964 -0.00037649198639980007 0.00015645669042852931 -0.00048568787713613564 -0.00010622706605968338 -0.00092889669075846585 0.00073154670504525603 0.0022981975734484329 -0.00097996383043757974 -0.00092239032724554591 0.00079651618788304402 -0.00018023081856240671 0.0014699338273014566 0.0017245429364395981 -0.00055473650903219184 -0.00066578841884869287 -4.6331046733602137e-05
leaf_count=15104 26291 38375 7984 23512 4967 4017 24386 16063 17128 3073 12124 9034 402 3049 17296 6899 15050 11353 6050 9817 252 3813 12761 2158 20091 377 1340 21913 6376 20876
internal_value=0 -0.0127806 0.0214719 0.00386138 0.0275884 -0.0915924 0.0842466 -0.00106247 -0.0219384 0.161566 -0.0455642 0.170997 0.0470109 0.097396 -0.136904 -0.148044 -0.17265 -0.0906629 -0.119859 0.151935 -0.0624346 -0.103656 -0.225348 0.00905195 -0.0216754 -0.143118 0.498745 -0.152593 -0.0742772 -0.0864137
internal_count=361931 286765 192067 173055 139354 94698 65370 31167 73984 8040 65944 19012 9978 15173 68432 75166 68267 50771 41976 34203 8236 33701 30057 26266 24108 33643 1742 33266 29888 35926
shrinkage=0.00261099


Tree=544
num_leaves=31
num_cat=0
split_feature=198 785 652 1221 728 332 464 589 647 803 747 522 718 938 21 257 578 1361 1367 140 1461 194 482 423 1423 740 93 1051 930 648
split_gain=192.397 174.869 162.241 129.684 111.315 105.083 163.872 86.4154 172.457 93.1386 73.3394 72.0895 69.0524 79.3058 67.4012 81.4397 66.1666 59.8875 75.8586 56.344 54.1045 52.8277 52.2841 51.5725 58.8805 52.8858 51.137 50.4522 50.4016 49.2689
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.55024281929118113 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.4824100882457953 -0.87782724458594241 1.9682860324222273 0.34871943973277292 -0.71745339412579689 1.7690287660176487 1.0000000180025095e-35 1.189441983669046 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 -0.17605218479696036 3.9993613276323443 1.0000000180025095e-35 1.4939429534082385 0.21380717627196211 1.0000000180025095e-35 2.6399776226761449 -0.65067476540809355 3.5926503781727646 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 5 -1 6 19 9 -9 11 23 29 13 -13 15 21 -6 18 -18 -4 26 -2 -12 24 25 -7 -5 -26 -14 -3
right_child=14 2 3 20 16 10 -8 8 -10 -11 22 12 28 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00066972723243732834 -0.0013286890913142828 -1.605963593989503e-05 -0.0010287058343007359 -0.00076087367577174359 0.0012099746828622936 0.00019122264227535598 -5.0720864947176317e-05 0.0016900772069939397 0.00013353409580696077 0.00068684541460906057 0.00016810985237853681 -5.2165543589826078e-05 0.00078031227514593774 -0.000554765886229911 0.00022368795902661173 -0.00031152989512585934 -0.00044214029899269155 0.0006584260092146999 0.00049350526228084731 -0.00042563082261690789 0.0011884777548723574 -0.00061793176719920635 0.00086831156914490815 -0.00034459456394673701 -0.00049519168864383181 -0.0011180782755208982 -0.00034517691523332033 0.0068416977469228247 -4.5224280150233476e-05 0.00055869563767470363
leaf_count=2867 9485 8775 14491 15610 3104 25748 35400 2652 7588 5664 20760 32907 4258 16189 3978 23047 4334 10367 5528 15249 574 11793 3170 18053 7113 911 37610 23 5306 9377
internal_value=0 -0.0166913 -0.0335016 -0.0709199 0.14194 -0.0363875 -0.109567 0.0396242 0.21697 0.0153459 0.0134267 -0.0059525 -0.0444778 -0.0782673 -0.176538 -0.206755 0.186402 0.144146 0.0311137 -0.265279 -0.166666 -0.328859 0.101539 -0.0351026 0.0130315 0.0551353 -0.175035 -0.176239 0.123312 0.109158
internal_count=361931 313628 287428 194712 26200 140918 65140 92716 10240 82476 75778 76812 58660 49096 48303 44325 23333 20229 9862 29740 53794 21278 23930 51848 33795 26659 53220 7136 9564 18152
shrinkage=0.00261099


Tree=545
num_leaves=31
num_cat=0
split_feature=785 519 728 1102 727 727 21 576 735 588 1373 595 382 872 1361 1367 706 21 959 1309 50 470 1466 21 706 789 927 1398 564 341
split_gain=617.198 402.473 331.149 250.158 217.163 205.651 155.758 154.61 143.37 143.07 112.902 106.122 102.497 95.2805 93.5803 98.0042 91.4854 89.8923 87.0879 82.0126 80.5875 89.7088 78.1987 77.1531 74.8783 73.4908 68.9834 68.9559 68.2257 65.4112
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 -0.64782611375555454 2.2560756724538602 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.0757328524286596 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 -3.9164670491403295 -0.68169868102075137 0.29878677988246938 1.0000000180025095e-35 1.0000000180025095e-35 0.57156622312866312 -0.32341995197817647 0.85558832110916161 1.1248358748350926 1.0483613175537825 0.44312978011646392 1.9546110090380651 1.3462168560862613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 24 16 -2 -8 13 12 14 17 25 22 15 -9 -1 -4 -12 27 21 -7 29 -20 -3 -6 28 -19 -18 -5
right_child=1 4 11 8 9 20 7 10 -10 -11 18 -13 -14 -15 -16 -17 26 19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002835503929059159 0.0006777099994226297 -0.0003021790265447882 0.00064965792885239928 -0.00016631891913560835 0.00022696478890157546 -0.00014620578357715994 -0.00032349082685404379 -0.00052847789052400801 0.00012118316607762041 0.0003858181896009658 -0.00028205307238694382 -0.00044520367476682599 -0.00015251045877881912 0.00022431451850432 -0.00021850003556136266 -0.00027821919588606671 -0.00014287805813517206 -0.00030113367060438553 -4.2078857274623305e-05 -0.00019208208207483702 0.00022077610820123665 0.0001617674177017406 -4.5842137965205232e-05 -0.00017965046770145781 -2.2486766130312688e-05 -0.00021883992187708928 0.00035970454726136391 -0.00044230469834989844 0.00030431359150607747 -0.00033963398604615168
leaf_count=5567 347 6191 190 41430 4170 3971 48624 8074 4252 2580 13806 19327 4399 1351 27100 11228 5356 49164 12619 13049 8442 4595 10341 31142 3256 922 820 12582 808 6228
internal_value=0 -0.300962 -0.321818 -0.27961 -0.042965 0.0039544 -0.327883 -0.331544 -0.176849 0.123596 -0.288018 -0.435188 0.012766 -0.203015 -0.368279 -0.492548 -0.185487 -0.400722 -0.229661 -0.405266 0.152969 0.0158792 -0.215624 -0.188048 -0.276024 0.19722 -0.04006 -0.441417 -0.111515 -0.250417
internal_count=361931 332372 310854 216542 21518 29559 152940 152593 63602 12071 103969 94312 9491 59350 46402 19302 12551 74985 57567 74795 17008 8566 57999 43761 9447 5092 6984 61746 6164 47658
shrinkage=0.000743015


Tree=546
num_leaves=31
num_cat=0
split_feature=1430 1022 1230 1469 1430 1436 651 51 809 821 620 685 522 802 1423 545 795 62 809 1457 1287 804 1002 1466 816 1296 717 21 21 434
split_gain=191.025 288.615 174.312 169.058 145.521 154.907 126.798 86.6794 82.3363 81.1983 76.0927 70.4835 69.6265 67.6673 67.5293 73.9653 66.7236 64.5445 62.2171 61.4524 60.6019 56.5208 54.7006 51.9299 48.3472 47.9645 47.546 47.3765 47.0751 56.6564
threshold=0.54622893720785959 1.0000000180025095e-35 0.38564141960353587 -1.0470123060412753 1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 1.0111847875080273 1.0000000180025095e-35 -0.72370887929751782 -0.43590413231259101 0.58104764358843186 -0.71745339412579689 1.0000000180025095e-35 2.2885552421444864 -0.42272316119950532 -0.29258408639884992 -1.2811150420666217 2.6372809947782678 -0.22688230344671947 2.0134489336482666 1.3537602816678871 0.69854289147193727 0.74365544056729793 5.4525537492333047 1.197639789072136 -1.8780624020354262 -3.2545899522946695 -0.70163543588998201 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 13 5 8 10 14 20 -7 -2 17 -12 23 15 28 -4 -6 -8 -17 24 27 -18 -1 25 -5 -13 -19 -3 -30
right_child=6 2 16 4 11 9 18 -9 -10 -11 12 26 -14 -15 -16 19 22 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.6116199655664684e-05 0.0005814086942759353 1.4725086528284574e-05 0.00062720121794355478 -0.0016371116121964072 -0.00076989883491678749 -0.0012892212727858782 -0.00026302643250503713 -0.00065155278579322889 -0.0006252047571362855 4.7486541527872117e-06 0.00051571850430366965 0.0066965334042971784 -3.3023618922229235e-05 -0.00083829341940418786 -0.0010383362146213133 -0.00013050923268651671 0.00024270060350257492 0.0042974527633782757 -0.0015235195746887739 0.00032026318713401758 -1.9697021311760487e-05 0.00072889490357789957 -0.00055050828410588921 0.00097476012191655592 0.0020372742875525702 -0.00089382011199681474 -0.0010276236396854145 -0.00018477542212893107 -0.00027318121060713443 -0.0010869094608175782
leaf_count=12036 21005 11934 17114 27223 8933 4637 9329 17504 13680 11611 13611 32 39055 3548 4016 27179 21119 77 2047 24581 1538 3294 4197 3498 149 6705 7532 25423 12083 7241
internal_value=0 -0.0676715 -0.00589071 -0.152331 -0.19111 -0.272187 0.0487587 -0.0568033 -0.350512 -0.080303 0.0813498 -0.0980448 0.0368406 0.0349363 -0.0303861 -0.0182435 0.101434 -0.0616665 -0.156828 0.0272677 -0.425263 -0.0161735 0.03592 0.0908315 -0.454842 -0.464406 -0.313824 -0.0529393 -0.10999 -0.179865
internal_count=361931 276884 146968 129916 110834 65543 85047 104538 49295 16248 73671 45291 52666 19082 87034 83018 42430 37727 11376 51760 35615 28794 25316 15534 34077 33928 7564 25500 31258 19324
shrinkage=0.00312569


Tree=547
num_leaves=31
num_cat=0
split_feature=184 1237 470 602 859 789 1028 1442 1457 1458 861 923 527 600 561 471 65 651 1292 1367 620 906 980 705 981 146 21 955 747 635
split_gain=186.005 120.536 119.158 127.008 116.001 92.417 89.3714 82.0141 79.8096 78.6724 79.685 121.959 70.6193 69.8593 67.4062 67.3759 68.0747 64.4294 83.5788 159.695 68.013 61.8778 61.5781 58.2408 56.3709 53.0431 52.0645 52.6496 50.9118 68.2751
threshold=1.0000000180025095e-35 0.5723095224056084 1.0000000180025095e-35 1.0000000180025095e-35 -0.54135187694831066 1.1248358748350926 -0.96688480048775205 -1.2625182715263061 1.1644139362256081 1.9740088896168135 0.60551395916716055 -0.86449023226567734 0.86558768754863191 1.9298763698135348 0.57918806797634159 2.9395468797111257 1.3605314985471562 1.1107569744011787 1.0000000180025095e-35 1.0000000180025095e-35 0.16760437365778322 -0.96567040162298634 0.93965787111466315 1.3612027609086828 -0.87606258453958263 0.092167586256802533 -2.2144973715372043 -0.56067130660624642 2.2668746584208797 2.1939519424390106
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 13 -2 -4 26 10 17 -12 -8 15 21 16 23 18 19 -6 -20 -9 -19 25 -23 -1 -3 -28 29 -13
right_child=2 8 7 -5 9 -7 12 14 -10 -11 11 28 -14 -15 -16 -17 -18 22 20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00017247608481722873 -0.0012302787444895364 0.0017849902634798887 -0.00039386541123695364 -0.00020909691924362575 -0.00062995400052816362 -0.00029373549912321362 -0.0006878868606769831 0.00048744833463800646 0.00041554154018471349 0.00046850742629678005 0.0011175867265793742 7.8447057933055993e-05 2.7544869337640665e-05 -0.00040223130615559493 -0.00031559957574986262 -0.0011102265837485492 -0.00014053680497752696 -0.00026953385840074428 0.00016813636987527618 -1.0134005793338836e-05 -0.00016850367235138274 -0.00041547937307017454 -0.0010797611619114012 0.0009548809334290442 7.9447095772807138e-05 0.00047880243063701868 -7.1151945705151746e-05 -0.00053664938152376868 -0.00040841554148631919 0.0010894420297221572
leaf_count=22700 10055 207 18107 35381 18195 6659 16780 5834 2861 5194 2173 15482 4541 3240 12279 655 6956 9780 31749 22958 19463 6062 2376 2842 27305 19997 7763 19653 3508 1176
internal_value=0 0.00030034 -0.10515 -0.183786 0.0186022 0.09156 -0.3208 -0.0458472 -0.135676 -0.0186429 -0.0301759 0.0805753 -0.239968 0.119266 -0.00602844 0.136729 0.145042 -0.0568507 -0.0365199 -0.11582 0.0187279 0.0351537 -0.202639 0.171715 -0.000460544 0.152429 -0.17736 -0.187297 0.0288928 0.0774883
internal_count=361931 225587 136344 66757 195103 63049 31376 69587 30484 132054 126860 22339 21321 56390 51480 53150 52495 104521 92365 41153 51212 39201 12156 45539 33367 42697 27623 27416 20166 16658
shrinkage=0.0021035


Tree=548
num_leaves=31
num_cat=0
split_feature=888 785 516 652 136 889 1221 455 928 726 656 507 927 1371 279 211 728 319 1431 874 1465 1452 761 497 1022 921 1430 718 705 1469
split_gain=183.657 166.245 160.778 117.674 110.124 101.366 91.5348 76.0621 64.1699 71.8081 71.5487 68.2328 63.5863 61.6644 62.5899 61.0543 58.4529 57.4456 56.357 56.3355 54.5602 62.3828 53.4993 51.2407 51.2372 50.9267 50.0337 49.3145 47.193 46.6577
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.52992354128753727 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 3.4357416210103824 -0.73992040388640012 -0.49181971231032212 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.41120921193798426 0.52142301186363793 1.3427054570815413 1.8511096242798462 0.67527595557081987 1.0525743831388839 1.0000000180025095e-35 1.7690287660176487 0.28191752204954684 -0.84637363804435373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 15 7 20 8 16 22 10 -10 12 -11 14 -2 -4 -3 24 -16 -9 21 -1 -5 25 26 27 -18 -17 -7 -23
right_child=13 2 3 6 -6 28 -8 19 9 11 -12 -13 -14 -15 18 23 17 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00041822738938742895 -0.00086388200637171919 0.00012964947445915967 0.00046035279754186423 0.00014678018775609 -3.3604081789347227e-06 -0.00057143723587365389 -0.00035712113102439696 -0.00041513132153554706 0.00072512078594284704 0.00066306188398625578 -0.00026848714411650072 -0.00028085285317274025 -0.00069148730656685563 -0.0013046990863932429 -8.2358991795594843e-05 -0.00020791968816887495 -0.00067502113844192528 -0.0007980355087198257 -0.00064430561862260059 -0.00098727608566214495 0.00079316745593379181 0.00052784002963139544 0.00092572010287065578 0.00074581932180134642 0.00023560933929575307 0.00056032624002782399 -0.00014907565060421433 0.00045472586011554157 0.00033567738601800417 -0.0017222760175833822
leaf_count=6269 11444 10597 20871 22652 35201 4325 32020 15452 6001 4271 3607 42332 1242 3896 19138 21685 13024 11057 11720 14268 11867 409 2917 2860 5459 4188 15217 4240 2898 804
internal_value=0 -0.0171807 -0.0335327 0.00753892 -0.0991164 0.136797 -0.0326294 -0.148078 0.00427962 -0.0367225 0.128409 -0.0723973 0.132972 -0.178944 -0.153725 0.0873562 -0.0993783 -0.137448 -0.103318 -0.250028 0.212609 0.0756878 0.0916712 0.0293364 -0.0945711 0.00145927 -0.137454 -0.035483 -0.0741403 -0.351587
internal_count=361931 315733 289161 168886 120275 26572 115042 85074 83022 57453 9608 47845 5513 46198 42302 53844 55354 44757 30858 29720 19349 7482 25569 32973 33700 30113 28241 25925 7223 1213
shrinkage=0.00266103


Tree=549
num_leaves=31
num_cat=0
split_feature=785 728 479 1354 519 872 727 723 1431 1467 597 723 938 470 791 816 464 706 666 858 933 588 21 927 734 650 21 62 848 564
split_gain=535.862 418.893 280.167 223.762 179.108 174.481 168.634 145.116 141.608 132.016 126.48 118.585 119.777 113.827 109.185 99.4966 85.2191 82.3101 81.9093 80.0052 82.0609 72.6744 68.73 65.2785 65.049 64.8482 64.2007 64.1199 63.7585 63.094
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6834386678921571 1.0000000180025095e-35 2.1420547332082829 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 2.6212945108504591 1.3592535390735871 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 3.1569310267559065 1.0825608069246189 0.68806224955729689 0.71188872395471614 1.0000000180025095e-35 1.0483613175537825 3.0820683777490774 1.6923072129381651 -0.89074317784588486 1.0000000180025095e-35 -0.60358331715105262 1.9546110090380651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 8 17 -6 9 11 24 25 14 16 18 26 -3 -1 28 20 21 -9 -8 29 -7 -2 -15 -5 -13 -19
right_child=1 13 -4 27 7 10 22 19 -10 -11 -12 12 -14 15 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014842243091668295 1.4397005947316032e-05 -0.00033626798768364669 -0.00021471467250457898 -0.00021920392348380804 -0.00016170453739386406 1.107988034194955e-06 9.1933071210369716e-05 0.00024970282482669959 -0.00018647370788803366 0.00025402660652998826 0.0002787686881176702 3.2380922881064541e-07 -0.00016832298860938871 -5.0076863529878672e-05 5.6711888309801489e-05 -4.2595976938264302e-05 -0.00018797550740660499 -2.3700661578849619e-05 0.00035636358107271951 -0.00013709222345784235 -2.3163910263784188e-07 0.00058627912695319436 0.00027349020465460271 0.00042982114004010781 0.00025543234026724146 0.00026352790089761351 -0.00021955276647050989 -9.4420094111136074e-05 -0.00013051053310359645 0.0003766959989513423
leaf_count=5567 21535 22241 29168 18000 2447 23283 6893 4997 18069 2782 4137 10356 22855 7243 16273 16807 26330 5356 727 1053 1739 1442 10115 820 1996 2358 27314 22120 27100 808
internal_value=0 -0.130201 -0.0843007 -0.0601565 -0.0282443 -0.0485767 0.152502 0.198982 -0.0842949 -0.0567451 0.0887048 -0.0695751 -0.109269 -0.259184 -0.0587524 -0.190404 -0.348301 -0.0210493 -0.118609 0.304989 0.367534 0.465776 0.283688 0.114151 0.0330702 0.0559644 -0.263671 -0.209112 -0.132891 0.0441751
internal_count=361931 332372 232437 203269 163149 151471 29559 11678 122055 103986 29416 101204 77311 99935 54456 51364 48571 12551 38183 9231 8178 6439 17008 6984 25279 23893 34557 40120 37456 6164
shrinkage=0.000700159


Tree=550
num_leaves=31
num_cat=0
split_feature=728 1431 616 852 785 712 1020 21 896 1426 706 928 686 692 921 1189 903 317 1307 405 579 708 879 1461 491 1285 1465 529 1400 1361
split_gain=182.176 141.903 117.374 112.335 99.2616 114.997 97.5222 93.5658 88.777 81.8213 76.6598 74.9974 69.1901 66.6026 59.1398 57.6915 55.142 54.5775 54.3213 56.8684 54.2184 52.2264 51.2416 52.7153 50.767 50.6201 51.6271 47.1087 47.0425 46.9444
threshold=1.0000000180025095e-35 1.0099929608726099 0.57091520978742472 1.0747610123934368 -0.86283290253235112 -0.63779424894106762 1.0000000180025095e-35 -0.70163543588998201 -0.28794826445342053 1.0000000180025095e-35 2.0258146145105322 -0.52992354128753727 0.74125683352085103 -0.28384984421681519 1.0525743831388839 -1.4467991446142221 -0.21239569062061073 1.0000000180025095e-35 1.6294210021612947 1.0000000180025095e-35 1.0000000180025095e-35 0.47843709717639576 1.0000000180025095e-35 2.5032120688259147 -0.25023694339587677 2.2712867920001698 2.6851373032125321 1.4795591430507427 -0.83730841025551084 0.55035703183932794
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 25 9 11 -6 12 16 21 -5 -15 -12 -9 29 19 24 -10 -8 23 -11 -3 26 27 28 -2 -4
right_child=6 18 17 13 7 -7 10 8 20 22 15 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00066635128382335255 2.2698543575773106e-05 -0.00041300015919035476 -0.00025701141009816552 -2.4403464450687181e-06 0.00043176547104542567 0.0005798915359585072 -3.5191030845423176e-05 0.00052198753515930285 -0.000327614613991659 5.5523784301395215e-05 0.0016290240486903529 -7.0331036028196974e-05 -0.00054847385797667403 0.00037926765066648307 0.0010249790303145428 0.00020894287625078487 2.9696938122885054e-05 -0.00056671986796428988 -0.0007277974429035105 -0.00087028143280078684 -6.5036319042090329e-06 -0.00058647032021079957 -0.00049742645134016113 0.0016965209347500189 4.6521250284379902e-05 -0.001443824510424704 0.00069503088103446144 -0.0010968161569682316 -0.00049559746313485638 0.0002943736935732017
leaf_count=2037 6379 11063 15330 7191 18814 12279 36921 10026 35427 10150 727 37559 14272 12053 3782 4217 9631 10868 8816 3686 18752 5424 5780 443 14182 2161 1100 4347 33542 4972
internal_value=0 -0.00432367 0.0154488 0.0345361 0.0138524 0.18043 -0.117139 -0.00285898 -0.031527 0.0978544 -0.0603078 0.0245312 -0.084596 0.166164 0.237241 0.20672 0.125982 -0.1145 -0.136212 -0.0945928 -0.094306 -0.0438427 -0.025871 0.0607908 -0.060496 -0.205487 -0.189994 -0.204184 -0.180462 -0.0477063
internal_count=361931 252841 215094 183924 160898 14316 109090 146582 111395 35187 61561 57216 56617 23026 15835 4944 19657 31170 37747 28931 54179 42345 16373 10593 25245 47529 45368 44268 39921 20302
shrinkage=0.00227302


Tree=551
num_leaves=31
num_cat=0
split_feature=785 263 50 56 1076 747 1470 712 1362 1469 543 1298 1361 131 150 747 529 1237 54 476 728 651 1091 802 1470 497 830 1450 1436 1223
split_gain=597.299 444.572 419.16 227.301 212.148 205.22 181.253 164.242 131.991 128.738 123.627 110.678 136.513 107.159 105.883 98.6738 98.4969 79.1533 79.0116 78.8094 77.6984 97.1481 79.4975 74.5647 73.799 69.2276 67.0187 67.0008 65.6866 61.7773
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.63779424894106762 1.0000000180025095e-35 -0.62606451240067507 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.67630721506970115 -0.79484543461230894 0.34871943973277292 1.0000000180025095e-35 -0.28519018627306392 -0.42445565733332025 -1.316508667510939 -0.49008176997875957 1.1107569744011787 0.69009342306031496 1.0000000180025095e-35 -1.1298860701531226 1.7001250133015622 1.1772556469648097 1.2758925700186299 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 8 25 -2 -1 9 -4 15 12 -9 -8 -7 23 19 26 -16 -6 -15 22 27 -5 -10 -3 -11 -22 29 -17
right_child=1 5 4 10 16 14 13 11 24 17 -12 -13 -14 20 18 28 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00022788421233916145 3.6931606369391773e-05 -0.00012997219790377961 0.00010587652968870807 -0.00012622076063773357 -0.0002668806006001068 -0.00011287718833247023 -0.00047888070528998976 -0.00010948928310541358 0.00011938317495365568 -2.9501042380699855e-05 -0.00037465737078172024 0.00026410064879092606 0.00021982205156465312 -0.00011089433295004113 2.5538438814789886e-05 -0.00027190608100154627 -0.00026502671844865481 -0.00014903951376254952 0.00018307801054068026 -6.5122875706066422e-05 -0.00041991789764117928 -2.6480344042445178e-05 -0.00014488191769686788 -0.00034644370350750105 -0.00014910038984519832 7.7567702790970315e-05 0.00020474585990531061 -8.7819474695611304e-05 9.1452214634898225e-05 5.3832992674805063e-05
leaf_count=3225 4071 25438 21533 22887 7917 6034 17928 5918 3042 21904 7098 14167 6249 6550 12640 3947 21222 14403 18152 23328 28821 2865 4645 6874 30131 4836 3545 2224 7712 2625
internal_value=0 -0.129119 -0.172612 -0.279661 -0.100837 0.0147542 -0.380078 0.168013 -0.043432 0.0110711 -0.176285 0.216074 0.07846 -0.418302 0.108512 -0.137946 -0.214002 -0.0606718 0.152045 -0.140614 -0.362695 -0.407115 -0.446736 -0.214284 -0.155205 -0.117967 0.00632899 -0.497671 -0.00277523 -0.163034
internal_count=361931 332372 265272 118247 147025 67100 67104 29559 94558 61385 51143 26334 12167 63033 36826 44045 52467 39852 30792 31245 45105 38555 35690 29761 33173 30274 25449 31045 14284 6572
shrinkage=0.000788493


Tree=552
num_leaves=31
num_cat=0
split_feature=785 728 617 1423 852 727 1022 1430 470 896 1469 1436 689 784 1235 928 464 706 547 1367 1361 497 1307 927 564 906 712 1306 589 643
split_gain=513.583 390.124 273.433 229.147 169.478 165.648 158.878 173.308 114.961 114.318 106.674 124.19 97.3319 89.1008 88.4901 85.4456 81.6336 81.2733 71.1929 66.9836 79.5714 66.863 66.8501 65.468 66.4474 58.3555 71.9226 57.8998 57.6312 57.3956
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.13351389361957308 -1.2987941639197651 1.0000000180025095e-35 -0.4288425582216272 0.9594655836162902 -0.94625487755706195 -0.52992354128753727 1.0000000180025095e-35 0.62672487627420737 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 2.1570521254726853 1.3390041783085433 1.0483613175537825 1.9546110090380651 0.25269262780264673 -0.63779424894106762 1.0000000180025095e-35 1.4824100882457953 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 17 7 10 16 15 -2 -12 28 -6 -9 -8 -3 -1 19 20 -7 -14 27 24 -19 -16 -27 -5 -10 -30
right_child=1 8 -4 22 13 18 9 14 12 -11 11 -13 21 -15 25 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00013696052648153886 0.00012195810174082232 -0.00030143873035592744 -0.00019155320528400707 -7.5973732818872126e-05 3.4495891993581815e-05 -3.3124603414504917e-05 0.00011680733502876633 -0.00014362567703022383 -5.5415424051768692e-05 -6.1588186271455001e-05 -0.00026082202250304556 -3.9434457960112556e-05 -0.00017474341543623098 0.00021565989784141549 4.7583430498615185e-05 1.9818986758531151e-06 -0.00016976333865524577 -2.6782990014053859e-05 -0.00014471867051202856 0.00026978496314293023 0.00023679541321680912 5.3281810497526942e-05 -0.00024559478325761336 0.0003856443729519608 0.00034487383102367613 0.00012816726718163066 -0.00015911100717444943 -0.00022396256035959883 0.00056405881410882298 3.5165901304704989e-05
leaf_count=5567 1730 22241 30424 23668 16166 3312 14897 9704 12365 29551 20860 6419 35136 5683 17347 31888 26330 5356 1040 9109 3547 2359 9739 820 808 1904 5908 6549 443 1061
internal_value=0 -0.131442 -0.0871809 -0.0627952 -0.0302998 0.145266 -0.0574496 -0.138821 -0.25609 0.00170321 -0.275092 -0.315972 -0.186898 0.131668 -0.0472888 0.0622273 -0.345756 -0.0264746 0.275422 0.308954 0.163446 -0.248489 -0.213267 0.107768 0.0378013 0.0121248 -0.136483 -0.16711 -0.0358001 0.33308
internal_count=361931 332372 232437 202013 162057 29559 140208 63872 99935 76336 29009 27279 51364 21849 34863 46785 48571 12551 17008 15968 6859 37495 39956 6984 6164 25159 7812 30217 13869 1504
shrinkage=0.000634156


Tree=553
num_leaves=31
num_cat=0
split_feature=51 1423 785 1467 1357 21 885 659 797 854 1466 1466 1468 1463 1454 1454 1452 1463 1444 728 852 1171 588 724 729 1449 1455 1459 1469 1464
split_gain=184.447 165.517 120.374 119.844 117.585 121.734 128.175 93.7193 92.0315 192.912 86.0832 82.0294 107.459 111.88 79.9328 72.3136 75.1264 75.8543 70.8685 70.2937 68.3904 65.8695 61.5118 61.1914 60.9338 60.0884 75.3687 60.9332 60.0046 59.6089
threshold=1.0111847875080273 1.0000000180025095e-35 -0.86283290253235112 3.2089320700182484 1.3962008022525787 -0.70163543588998201 1.0000000180025095e-35 0.62821384419828064 0.63961785378869596 -0.87473648844905705 2.2763907064872897 0.27725162624946764 2.4634311514058238 0.29882605968400883 -0.88587582313006108 -0.80169152520006459 -0.18712507733977504 1.8172976979801614 1.4869556111282132 -0.49008176997875957 1.0747610123934368 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 0.75637635299260908 -0.5170166133485804 0.75934798726561159 2.2026343062995877 -1.1847055095685743 0.36705918647655594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 4 5 11 10 8 18 -10 24 12 15 -14 -13 -4 17 25 20 -1 -8 -2 23 -11 -7 -17 -27 29 -18 -28
right_child=21 -3 3 -5 -6 6 7 -9 9 22 -12 14 13 -15 -16 16 28 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0004553311684194906 -0.00050683927275091542 -0.00029430202333800083 -0.00054171899548257686 0.00083878023614144268 -0.00044546871785690795 -0.00016206279493000012 0.00019489356675091984 -0.00024727525431803189 0.0012569622670748509 0.00045981593062584475 0.00076697409286867978 0.0033331129100668236 0.00037204262774475071 0.0030198173691234247 0.00051962985161782159 -0.00022707555754264999 0.000691187275889677 0.002116582694348747 -0.00057619957067817681 0.00046291652930693846 0.0007177627176128327 -7.967341035971788e-05 0.00074994671805846331 -0.00057031236350719744 -0.0005142008142074464 0.00034041173213685596 0.0026659743629658928 -0.0010025563680709359 -0.00031193767261404376 -0.00016265243875563469
leaf_count=2333 41370 62436 5860 3653 19691 31176 45074 21805 1789 1506 1850 292 1158 593 12752 4021 1578 606 3119 18949 6418 13614 937 13677 25760 7277 792 176 11420 249
internal_value=0 -0.0152542 0.00847545 -0.00712018 -0.0141034 0.000399096 -0.0279031 0.0180975 0.053549 -0.078086 -0.111001 0.100371 0.0401398 0.546421 0.243838 0.00839391 0.0568763 0.174023 0.0953173 0.15533 0.111791 -0.162047 -0.156691 -0.193089 -0.127572 0.134579 0.237483 0.696261 -0.0659015 0.879336
internal_count=361931 306947 244511 223229 219576 199885 153111 94325 72520 17909 58786 46774 33730 1751 13044 31979 26119 13121 54611 21282 51492 54984 16120 15183 56936 12515 8494 1217 12998 1041
shrinkage=0.00236888


Tree=554
num_leaves=31
num_cat=0
split_feature=50 56 1076 1470 890 789 871 651 1466 1444 269 1436 1430 1469 497 852 1145 896 1459 1449 756 886 917 1292 1298 797 450 1465 567 519
split_gain=184.944 303.079 141.639 123.621 109.876 95.8635 92.3181 86.1506 85.0576 94.955 81.4507 74.6687 77.8373 77.8448 72.317 70.8182 66.9542 64.3204 62.2739 61.4779 58.139 59.1171 57.0742 53.7245 62.0504 53.3127 53.0247 51.7383 50.4436 50.346
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.4085554837980378 1.1248358748350926 2.4008401756919917 1.1107569744011787 0.51364500316626394 1.0000000180025095e-35 -0.36806838854686125 1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 2.5623266075722904 1.0747610123934368 1.0000000180025095e-35 -0.28794826445342053 0.73871680408646412 0.74561756370782817 -1.6026595041879164 -0.56028990723182226 -0.64035754648245924 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.69231615738246322 -0.3305211875334309 2.0791192644676673 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 20 8 11 10 9 15 -5 12 13 -6 16 17 28 22 27 -12 -3 -22 -2 24 -11 -17 29 -13 -4 -7
right_child=2 4 14 7 6 26 -8 -9 -10 23 19 18 -14 -15 -16 25 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00028156405571533907 0.00060541591253091399 -0.00090762939248856744 -0.00011273759982423123 -0.0011044706691335051 0.00071135447504076506 0.00016218565289619945 -0.0011714415435998128 9.0739002007411517e-06 0.00045603954556251339 -0.0012605621067902485 -0.00065856144254296711 -8.1891429272811327e-05 0.00018190296333912465 -0.00055208788386869215 0.00082448506049430088 0.0007916937447729176 -0.00043873514865778204 -5.1269072760819952e-05 0.0006985776538941692 -3.6024200407604018e-05 0.00013429245290186504 -0.00044479577283124355 0.0001362097890541787 -2.3802060008484405e-05 -0.00021470929410744325 3.3979408112391383e-05 -0.00083113912708526001 0.0003374147589004237 0.0010432534098561758 -0.00051957454206813958
leaf_count=4567 8853 6232 41092 19265 1226 7366 2003 5936 20652 3323 38380 13174 10997 11948 1615 7084 24889 32574 5680 5944 8111 15294 22766 10898 4121 3296 3329 15792 988 4536
internal_value=0 -0.0923695 0.00916856 -0.220648 -0.0156259 0.0490973 0.0304006 -0.252455 0.0700877 0.0420821 -0.284384 0.0431477 -0.0497591 -0.167074 -0.0733575 0.0737998 -0.0857947 0.0469017 0.101781 -0.23413 -0.139558 -0.0924088 0.112177 -0.102629 -0.25834 0.228959 -0.10856 0.0622739 -0.0345042 -0.0424634
internal_count=361931 164549 197382 74092 90457 128798 60820 69525 113567 92915 63589 58817 24171 13174 68584 74573 66969 64193 34646 44324 29637 23405 31619 18342 7444 10380 15231 28966 42080 11902
shrinkage=0.00241429


Tree=555
num_leaves=31
num_cat=0
split_feature=785 263 50 56 1362 747 727 1470 1469 543 150 181 131 747 1470 872 728 651 846 706 54 1091 1357 547 664 885 50 194 519 727
split_gain=528.553 377.959 345.172 206.763 187.34 186.565 162.779 156.318 129.217 106.595 102.749 101.266 99.4188 91.1059 87.6595 83.5388 80.4582 84.7999 79.1613 76.8351 75.963 74.6982 72.0934 70.8708 69.2551 69.0434 67.5411 72.9275 67.1143 90.1802
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.61819632934197222 1.0000000180025095e-35 -0.79484543461230894 1.0000000180025095e-35 -0.67630721506970115 0.34871943973277292 -1.1417127449306028 3.0757328524286596 -0.49008176997875957 1.1107569744011787 -0.28290276367091133 0.62672487627420737 -0.42445565733332025 0.69009342306031496 1.0000000180025095e-35 1.4078093546699517 1.0000000180025095e-35 6.7447596507476248 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 -0.682906484622256
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 8 28 19 -2 22 13 -7 14 -9 24 -6 18 -14 21 -10 -1 -12 25 -4 26 -5 -18 27 -8 -3 -30
right_child=1 5 4 9 11 10 23 12 15 -11 20 -13 16 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00013977163894165326 2.202833008912693e-05 -0.00011881033194299156 8.9402924905901307e-05 -0.00010607560739634969 9.1283072333863779e-05 -0.00010620957070380316 -1.6246815491746007e-05 -0.00040138819146361203 -3.0038758654350475e-05 -0.00030803810226847473 1.2892981765418936e-05 -0.00026861649598111301 -8.15556804885881e-05 -1.9628701410211723e-06 -0.00013028364534083646 0.00034354030293800913 -0.00033398002232227922 -2.9803441092376141e-05 -0.00013843426782877074 7.6662803276139662e-05 0.00014747518402668489 -0.00011933620337176811 -4.9221027045688357e-05 -0.00015227325189949147 -0.00029235113269951879 0.0010267739657520258 0.00030819834815670451 0.00024471558555850392 -0.00024594679055727061 0.00015395058376883801
leaf_count=5567 4071 24673 19268 22911 4007 6034 3458 17928 29658 7098 12640 12650 6550 14284 41177 820 30984 2865 27254 6984 18152 4645 12191 1040 6850 61 7843 4667 1465 4136
internal_value=0 -0.128922 -0.169217 -0.267061 -0.104147 0.00379262 0.151844 -0.363772 -0.0463861 -0.16833 0.0932329 -0.203758 -0.399871 -0.132855 -0.158581 -0.10715 -0.346228 -0.391759 -0.117749 -0.0187886 0.136174 -0.429361 0.0567966 0.280624 -0.206536 -0.479392 0.314035 0.1876 -0.122926 0.0735265
internal_count=361931 332372 265272 118247 147025 67100 29559 67104 89191 51143 36826 57834 63033 44045 45184 57732 45105 38555 56912 12551 30792 35690 31459 17008 29761 31045 15968 8125 30274 5601
shrinkage=0.000686431


Tree=556
num_leaves=31
num_cat=0
split_feature=785 263 50 686 728 747 544 941 1022 1154 804 150 1292 1367 713 1447 338 54 497 524 750 21 1469 131 728 519 1436 1392 1430 1436
split_gain=548.855 409.197 362.172 258.528 208.346 200.913 157.762 149.922 136.542 173.369 109.469 105.531 100.65 111.719 94.6595 89.056 87.7626 78.0859 76.306 75.2129 74.7076 73.1226 71.7716 73.9018 71.1245 67.5828 66.697 65.1108 65.2613 77.4334
threshold=-0.86283290253235112 0.66115833724634121 0.55630078546380823 1.6123350876002307 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.85078777678020689 1.0000000180025095e-35 1.0000000180025095e-35 0.45538871002063286 -0.79484543461230894 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2420411362750934 -0.67742393113063393 -0.42445565733332025 1.7001250133015622 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 -1.3263328046252252 -0.67630721506970115 -0.49008176997875957 2.1420547332082829 1.0000000180025095e-35 3.1172922039692916 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 18 12 8 9 26 -9 -7 13 -1 -5 19 -10 -13 -3 -4 -18 -6 -23 -24 -20 -19 -2 28 29 -25
right_child=1 5 15 14 21 11 -8 10 16 -11 -12 17 -14 -15 -16 -17 20 25 24 -21 -22 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-8.0313262352805186e-05 -0.00033722068286558661 -0.00012043485734159181 -1.7121126088569044e-05 -0.0001521760183770866 0.00065324008037648425 -0.000105615714949607 -6.0619328672172944e-05 -6.9599605497964832e-05 -0.00017611530994888271 -0.00010698301537381359 0.00013641458843203729 1.2357247046236628e-05 0.00025428541972407948 0.00019088115603579385 -0.00035950535181669647 9.5078133430608305e-05 -1.8590019944479604e-05 0.00010488961414588747 -0.0001984080231189868 -0.00012935475384102601 -0.00023812498329531414 0.00055879284470707936 -0.00032601767774692494 -0.00039025660933285193 0.0001653994003157677 0.00029693677394699387 -0.00014227204428245334 0.00073374334073785397 -0.00013464556524902214 -0.00017107523231544468
leaf_count=4800 19274 25438 37166 8075 146 6034 8361 15451 14635 24661 6924 12640 10329 6069 23024 8328 28988 14390 1339 18148 3653 224 16202 8803 3497 3762 5426 133 17732 8279
internal_value=0 -0.136768 -0.178456 -0.228055 -0.198136 0.000986397 0.148739 -0.152146 -0.190633 -0.277064 -0.00144102 0.0936883 0.237579 0.10519 -0.444718 -0.0449645 -0.113906 0.137135 -0.129937 -0.0772332 -0.0594624 -0.327413 -0.333539 -0.340277 0.0968883 0.21673 -0.428685 -0.283943 -0.291184 -0.401241
internal_count=361931 332372 265272 201630 170531 67100 29559 119012 96637 49361 22375 36826 21198 10869 31099 63642 47276 30792 30274 55314 32641 51519 51373 51149 4836 18152 24700 34947 34814 17082
shrinkage=0.000672971


Tree=557
num_leaves=31
num_cat=0
split_feature=785 728 1100 181 784 746 878 921 705 784 319 519 723 470 878 689 614 889 962 727 1223 470 1469 497 1457 755 1160 747 526 1466
split_gain=525.862 415.075 287.602 243.038 181.666 180.296 200.751 172.428 166.089 136.146 122.214 116.521 140.016 106.78 104.117 88.5038 82.145 79.2065 71.9038 68.8197 67.3949 66.7961 63.3135 62.9274 61.9284 61.2769 60.6654 68.5231 60.009 59.4972
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 0.024944846130704988 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.4288425582216272 -1.0625654336828987 1.0000000180025095e-35 0.78457125397875782 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 -1.0470123060412753 2.1570521254726853 1.5416109563948532 0.27356497111670858 1.0000000180025095e-35 5.463800022901057 2.3757057381457001 0.57156622312866312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 22 -6 17 11 13 16 -13 20 24 -15 25 -1 -10 -9 -3 -5 -2 -17 -11 -7 27 -24 -23 -8
right_child=1 10 -4 21 7 9 29 19 18 14 -12 12 -14 15 -16 23 -18 -19 -20 -21 -22 28 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.2893527559944333e-05 -5.7127908610132632e-05 -0.00037720097365456898 -0.00025865342680186145 -0.00027436252815954014 2.847536029774693e-05 8.4661794973308985e-06 -7.8861460708523769e-05 -7.8710025488215431e-05 0.00026977024180262351 -6.194981829731114e-06 -0.00037472050918225397 -0.00023582449387709334 0.0004062240520749855 4.6729698938530646e-06 -0.0001718013773598978 -0.00020924163183453376 7.2981096146418285e-05 -0.00022976151535995568 -1.5023679838870534e-05 0.00041787528801521547 -0.00020190544304041311 -7.9111974890374193e-05 -0.00039097497719828289 0.00011568305362498719 0.00042618670293959662 -0.00028153421703893956 -0.00014477175540812535 0.00062742709738206862 -0.00035722198857296428 0.00012035600244223326
leaf_count=6168 4134 17738 31093 19224 24846 5264 25711 957 15847 12653 20386 1221 4508 11342 17449 27777 25689 4462 3082 5052 20758 17561 17128 1934 953 4641 5481 180 3348 5344
internal_value=0 -0.1317 -0.0860528 -0.0606147 -0.0273656 -0.0617543 -0.154861 0.109594 0.148277 0.00105553 -0.259981 0.0752799 0.326667 -0.22307 -0.098575 -0.150213 0.0313469 -0.0510054 0.260754 0.401478 -0.318191 -0.216875 -0.308859 -0.215372 0.0310095 -0.138187 -0.360811 -0.437204 -0.138462 -0.0498991
internal_count=361931 332372 232437 201344 161211 130356 57978 30855 29559 72378 99935 41323 5729 79549 31055 41053 35594 10630 18929 6009 38496 40133 26923 29711 13606 9905 22789 17308 20909 31055
shrinkage=0.000855599


Tree=558
num_leaves=31
num_cat=0
split_feature=1097 785 125 407 728 1361 50 884 705 56 852 1451 1290 1469 685 1444 906 570 1469 471 885 1451 50 1455 1457 727 1450 194 896 884
split_gain=559.716 421.188 327.014 274.52 224.497 199.344 180.205 177.125 159.788 159.12 134.587 106.604 88.1966 87.8128 86.083 83.0832 99.8773 81.2647 81.0862 76.8905 101.908 71.6881 70.9021 70.0302 69.2165 68.8329 73.0166 74.4563 68.2988 65.4503
threshold=-0.95342879297703587 -0.86283290253235112 1.5320262332576917 -1.2965003005540392 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.037793479926647083 1.0000000180025095e-35 1.0747610123934368 0.64614069530580831 1.8124611990991408 -1.3263328046252252 0.58104764358843186 1.0000000180025095e-35 -1.4801818160763787 -0.4998781572545779 -1.0706168552173836 1.0000000180025095e-35 2.9080136987884808 0.54872951183746299 1.0000000180025095e-35 0.80851755981579754 0.75347126116278729 1.0000000180025095e-35 0.94329148222322312 1.0000000180025095e-35 -0.28794826445342053 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 13 6 7 9 -1 -2 25 12 24 18 -3 -11 16 -6 -18 -8 -4 -21 -15 29 -9 -7 -5 27 -27 -20 -10
right_child=1 2 19 4 15 11 10 23 22 14 -12 -13 -14 21 -16 -17 17 -19 28 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00039725358943875971 -2.0896978277689035e-05 0.00022423525074930821 -8.4572823555505908e-06 -4.6082520505226651e-05 0.00034831699909064565 -0.00017009139202132936 0.00011924710688446495 -0.00021110344953352876 -6.8590946997078733e-07 5.2541402940067009e-06 0.00015710128163026266 4.9563309050094928e-06 -0.00019937268407034444 -0.00025434652763102938 -0.00019817021065748035 -0.00024399936159372353 -1.889501006644481e-05 -0.00015895796114509899 3.1916669144900762e-05 0.00018885880346348219 -0.00030055015009366359 -7.4785374401044777e-05 0.00028557956525155568 2.074767993194877e-05 -3.534499880722045e-05 -0.00026647211679039416 2.0952037546782044e-05 2.4579559387486788e-05 -6.7430750123202062e-05 0.00022474504215953936
leaf_count=18136 8451 755 6981 7432 855 43089 8294 19410 4000 26333 9241 10950 3960 25299 4656 12754 11745 27945 24013 10946 691 5795 7946 3008 9073 19322 2526 1614 22206 4505
internal_value=0 -0.0576312 -0.0868724 -0.112386 -0.0837621 -0.252713 -0.0406853 -0.393997 0.18724 -0.126345 0.0272041 -0.180765 -0.00889493 -0.313991 -0.0322684 -0.208868 -0.162614 -0.179634 0.0110025 0.157048 0.247881 -0.336464 0.303227 -0.272404 -0.224306 -0.249799 -0.31486 -0.363278 -0.0226848 0.178339
internal_count=361931 258265 233363 214745 182896 103666 129597 40554 24902 61883 67714 63112 58473 31849 30989 53299 40545 39690 54513 18618 11637 31094 16451 22418 52162 30894 23462 20936 46219 8505
shrinkage=0.000646839


Tree=559
num_leaves=31
num_cat=0
split_feature=43 890 1442 705 271 21 1469 1450 755 1452 1469 63 1361 188 1458 1459 1467 1458 1449 1458 1467 872 1451 1450 401 276 970 1450 1467 513
split_gain=190.806 157.433 143.476 130.561 109.71 121.206 96.8669 93.1689 80.5598 76.8468 103.714 74.6494 71.5633 69.7157 67.5443 96.0284 79.0235 68.3396 74.0746 68.2595 91.7429 67.5611 63.2236 75.4227 62.6371 62.6143 61.9734 58.9266 56.6154 56.101
threshold=1.0000000180025095e-35 -1.3230736206490437 -1.2625182715263061 1.215584911221339 2.2544765320025699 -0.32341995197817647 -1.1256941366283033 -0.2957953744690755 1.2103694265132638 -0.18157124906225561 0.32991972923171631 1.6358667268722165 1.0000000180025095e-35 1.0000000180025095e-35 -0.008843535945590739 -0.13718307876099847 0.052368138980887803 0.3822301214879455 -0.13618373282028026 0.26371882245380962 -0.41259912630364309 1.0000000180025095e-35 -0.33647910038591805 -0.3903862718628921 1.0000000180025095e-35 1.2570163655479971 -0.72753675741081758 -0.6547785235999054 0.56642369356457667 1.0454229551509682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 12 4 5 6 -4 14 25 11 -11 -8 -3 24 21 16 17 19 -19 20 27 -7 28 -24 -2 -1 -9 -16 -17 -5
right_child=13 2 3 29 -6 7 9 26 -10 10 -12 -13 -14 -15 15 22 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00029716631034018131 -0.0010882572575471505 -0.00079279496005720191 0.0008769867202417901 0.00040059082512233877 -0.00070900534131788017 -0.00059376135426878298 0.0005734069421227322 0.00049612857304087124 -0.00077912371197625156 0.00016136263912883958 -0.00089150536362625748 -0.00042936426093402282 -0.00015093947139491502 -0.00024962254191446048 0.0032340510729364736 -0.0012443186976286611 -0.00020812179158101964 0.0026106716137297781 0.00042175101332410055 -0.0021441318549116307 -0.00050339699562504218 -9.2878186552531155e-05 0.00045461528010466365 -0.0018910229026035269 -0.00043845376837740429 0.00060060301816626885 1.629768814417021e-05 0.0004324761258402596 0.00091935160987932391 0.0012397944273862423
leaf_count=34498 16710 14057 8528 17253 8993 22805 19349 12761 19996 14432 5420 3995 20870 39725 592 3276 2931 1344 917 377 1127 19444 3753 616 18342 3945 41641 510 497 3227
internal_value=0 -0.0132625 0.00966524 0.0303419 0.0111307 0.0222735 0.106994 -0.015969 -0.12624 0.0634038 -0.0355637 0.145373 -0.127676 -0.145841 -0.0751632 0.0384447 0.200527 0.358159 0.606142 0.122399 0.256265 -0.120589 -0.120035 0.0479389 -0.232287 -0.0695106 0.0450957 0.670921 -0.319159 0.185105
internal_count=361931 287154 228715 193788 173308 164315 51724 112591 58439 43196 19852 23344 34927 74777 58189 15940 7798 4867 2261 2606 2229 42249 8142 4369 35052 38443 54402 1102 3773 20480
shrinkage=0.002943


Tree=560
num_leaves=31
num_cat=0
split_feature=470 464 816 601 785 718 527 21 1290 785 462 1445 928 858 1466 789 1400 968 1467 56 1430 566 1463 1272 1024 1237 333 699 869 797
split_gain=184 262.202 148.254 119.277 110.442 108.881 96.9197 96.0233 91.5081 91.3076 87.3944 82.355 83.9298 93.6375 74.0611 71.4774 68.9339 62.6121 61.0387 63.462 60.6304 58.2982 56.6905 56.472 56.2815 51.4755 51.1336 50.6697 48.6007 56.4898
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.9849653232297506 -3.9164670491403295 1.8124611990991408 -0.86283290253235112 1.0000000180025095e-35 1.3475299883120082 -0.52992354128753727 1.0825608069246189 0.51364500316626394 1.1248358748350926 -0.52957939746957516 1.0085083964748149 1.4313388615552618 1.0000000180025095e-35 1.0000000180025095e-35 2.4597361361669212 0.45108069140960899 1.0425293070791588 1.0000000180025095e-35 1.0010593767449445 1.0308016862606064 1.1242029983858679 -0.57653763495970078 0.63961785378869596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 -4 -5 18 -2 11 -3 14 12 13 17 20 16 -9 -6 19 24 -11 25 -20 27 -1 28 -8 -18 -14 -30
right_child=2 9 4 5 8 -7 26 15 -10 10 -12 -13 21 -15 -16 -17 23 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00043808074841505875 0.0028121070509165504 0.00050241311921020264 0.00069012741759830393 -0.001001911468735079 0.00044320830723817728 6.3226422494851903e-06 0.0008886716039309254 0.00013082993870176717 -0.00056054918752630062 -0.00036631784763731164 -0.00040116500793534437 -0.00025629273281518774 0.00041951353073326451 -0.00035979098675980881 0.00038725516266166932 -0.00051952036357323401 -0.00021501598012799066 0.0011910413643548849 -0.00031386148155993643 -8.0948480725652561e-05 4.0659415091995923e-05 0.00081289216580646096 0.0013492114499679469 0.00023167865387540085 -0.0010037389593480035 -0.00054352618192722102 -0.0007296671028739892 -0.00075691679294919031 0.00011229830792514331 -0.00035478445975317484
leaf_count=20810 223 6813 8983 27693 15800 5450 2575 25362 5485 17606 22149 14365 8247 3126 11071 14635 34980 3120 1771 9709 32126 2383 1138 6661 11016 4167 652 6463 29063 8289
internal_value=0 -0.0934405 0.0075701 -0.205569 0.0582594 -0.335292 -0.132061 -0.0610353 0.0379458 -0.0186228 -0.040516 0.0532982 0.0779593 0.17977 0.00136942 -0.0654453 -0.0381981 0.230931 -0.166443 -0.191473 -0.0360361 0.0330437 0.168726 -0.0878837 -0.250567 0.0176195 0.221 -0.11943 0.0354735 0.00344597
internal_count=361931 170579 191352 80814 103028 33143 47671 88324 94045 89765 82952 88560 74195 22046 60803 88101 73466 18920 44444 41535 49732 52149 2909 48104 31826 49766 3227 41443 45599 37352
shrinkage=0.00246459


Tree=561
num_leaves=31
num_cat=0
split_feature=785 67 470 602 1235 727 497 941 821 804 728 288 728 1464 678 1287 21 706 1436 806 713 1022 1154 1455 21 1030 471 662 566 685
split_gain=580.629 395.64 293.283 235.798 191.36 166.337 139.02 132.586 130.646 115.299 110.004 109.921 103.659 102.541 99.143 93.1211 84.4034 82.2688 81.6441 77.5803 74.3245 74.2038 128.492 73.8739 74.2558 73.0317 67.2148 66.5692 75.7404 66.1242
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 1.0000000180025095e-35 2.0895063784560848 1.9607587081991176 -1.0305144854359449 1.3537602816678871 1.0000000180025095e-35 -0.88954490044674173 -0.49008176997875957 0.74657910936426475 1.0000000180025095e-35 1.1763035833334732 -2.7818205974049124 0.62672487627420737 1.0000000180025095e-35 0.53322213276968733 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.80851755981579754 -0.89074317784588486 0.99422031274767553 1.0000000180025095e-35 -0.58271687606615485 2.1059719136688364 1.0165023615855489
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 8 23 17 11 10 -2 12 15 -6 -10 14 20 21 -5 -1 -14 29 -13 22 -3 -4 -25 -7 -12 -16 -29 -18
right_child=1 7 4 16 6 25 -8 -9 9 -11 26 13 18 -15 27 -17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0001657086681019859 -0.00053758655354760245 -0.00024457969645099315 -0.00023946173162824039 0.00084790852116076209 -0.00022360285181602339 0.0002656208588122791 0.00016652529159517617 0.00021601028888800275 -6.7061450388552205e-05 3.7152390624299128e-05 -0.00021577989539612593 -1.535831351982475e-05 -0.00048255712909968401 0.00011438608205260703 0.00012802906928879938 0.00013515326203708363 -0.00016920610506251054 0.00010125369728895852 -0.0002636832736067029 -3.532234799353595e-05 -0.00023531046873554172 1.7613667711091213e-05 1.5208785923149162e-06 0.00026684828659105729 -0.00016582053463861916 -0.00018641029762437008 -3.5528964820159282e-05 -8.4857276591200794e-05 0.00024543354350087937 -0.00037958033716254319
leaf_count=5567 14792 12362 34563 198 13575 16011 6556 5528 4733 3236 16151 6299 16054 8795 6193 10107 37972 6984 13094 12297 15926 32436 13488 1791 3694 997 11288 23190 1872 6182
internal_value=0 -0.132538 -0.185867 -0.279237 -0.119097 0.160875 -0.0662154 -0.0281656 -0.412825 -0.344582 -0.0470894 -0.092589 -0.392583 -0.0583419 -0.092947 -0.00666746 -0.189247 -0.0112102 -0.453376 -0.195137 -0.205014 -0.0388037 -0.125285 -0.251028 -0.0207432 0.290595 -0.167657 -0.0235673 -0.0706222 -0.238874
internal_count=361931 332372 231012 108558 122454 29559 82406 101360 51909 37117 95832 75850 33881 62275 53480 68393 56649 12551 29148 56451 22225 58286 25850 40048 5485 17008 27439 31255 25062 44154
shrinkage=0.000820348


Tree=562
num_leaves=31
num_cat=0
split_feature=871 341 738 959 795 713 125 50 854 797 784 332 602 660 1154 1223 319 62 970 1022 921 560 1002 917 651 566 1298 706 816 910
split_gain=182.91 155.132 142.869 129.034 116.787 112.951 99.4027 110.288 97.4888 159.248 101.823 71.2943 71.7848 70.8699 81.272 70.8654 67.4026 67.3657 66.8367 65.3141 60.8548 59.4865 58.8254 65.963 59.5662 59.1971 58.6246 57.5001 56.7109 56.5054
threshold=1.0000000180025095e-35 1.6369401821412268 1.9295056354574502 -1.2907225086880219 -0.29258408639884992 1.0000000180025095e-35 1.5320262332576917 0.55630078546380823 -0.87473648844905705 0.63961785378869596 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.72421686037558375 1.0000000180025095e-35 1.0000000180025095e-35 2.3683501136148597 -0.67845511463764618 0.26194051023203041 0.67527595557081987 1.0525743831388839 0.92185205031627504 0.69854289147193727 4.3127385003387806 1.0000000180025095e-35 2.1710320005650359 1.0000000180025095e-35 2.168314495256825 5.4525537492333047 -1.5195305150102882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 6 21 7 13 9 -7 11 12 28 -5 19 26 17 -2 -1 -15 -12 -6 25 24 -24 -13 -3 -19 -10 -29
right_child=16 15 -4 4 5 8 -8 -9 10 -11 20 22 -14 14 -16 -17 -18 27 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-5.7010668600313397e-05 -0.00047290356224271858 -0.0010078262264751506 -0.00046384097938158503 0.0002854267935270168 0.0004272873117771148 -0.00014536311595782534 0.00063588831498874096 0.00041439643584132693 -0.0007392965751335344 0.0010199141662744836 3.2144966739029848e-05 -7.3558267062189423e-05 -0.00020757264864155895 -0.00031703376225303189 0.00015153905102106198 -0.00014842897187504944 -0.00069702927645622233 -0.00016510581131907399 -0.00042057044112532447 0.00028555075922035355 0.00065126288445724084 -0.00022801963370245473 -0.00015703539251197082 0.0047627261276673846 -0.00098386357326360734 0.00060763005602799763 -0.00036148573646362043 0.0025571224331120803 0.0015421051903153483 0.00029926888361663607
leaf_count=28459 22582 7506 12275 16592 12272 4974 7340 18721 12989 3281 14530 27869 15250 21477 20918 18921 9971 37959 19074 3705 3226 2870 3573 39 2526 2151 9384 264 178 1055
internal_value=0 -0.012401 0.00397058 0.0149896 0.0370349 -0.0103039 0.0928313 0.0707366 -0.0397116 0.171986 -0.0624893 -0.102704 -0.193396 0.0262146 -0.0182697 -0.166597 -0.14558 -0.118272 -0.0953443 -0.105522 0.076223 0.150264 -0.0471519 -0.228933 -0.246178 -0.0102764 -0.295529 -0.0648107 -0.340584 0.393066
internal_count=361931 290100 254289 242014 194481 105728 88753 81413 90586 8255 82331 64575 28417 62692 46100 35811 71831 61860 47533 25182 17756 15142 36158 6138 6099 30020 16890 39278 13167 1319
shrinkage=0.00202182


Tree=563
num_leaves=31
num_cat=0
split_feature=819 1464 1457 56 188 264 1463 1461 1454 1450 1450 1444 1455 537 1454 871 1093 1465 62 1452 1459 1465 803 873 320 1457 1452 691 1454 1464
split_gain=181.198 160.501 151.55 146.299 201.569 102.498 84.4896 84.9053 84.309 88.2064 89.9472 83.0521 80.823 79.0184 74.1851 73.0302 69.9352 65.9875 64.3112 63.3341 62.0031 61.5694 62.8391 59.7607 59.6153 58.8343 55.0989 54.2285 54.2036 62.6067
threshold=1.0000000180025095e-35 1.5993600128483978 0.68635126017805159 1.0000000180025095e-35 1.0000000180025095e-35 0.38646845251715672 0.017504712771633606 2.8731308545368139 -0.12591398429191614 -0.61730124752240512 -0.30577066801761243 0.61050815248025436 0.14145834482007744 0.44238072866629086 -0.12591398429191614 1.0000000180025095e-35 1.0000000180025095e-35 -0.52774419131799011 1.0000000180025095e-35 -0.76841635434299438 1.4614626038057483 0.57942899407087378 0.85523949479533445 2.242218440812676 3.1329729150046788 -0.40593421939817159 0.039474337618497217 0.23856153456372262 1.0000000180025095e-35 0.020652577133266702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 16 15 13 8 9 -8 12 27 -11 20 26 21 18 19 -1 -2 -4 22 -5 -24 -18 -16 -3 -6 29 -22
right_child=17 14 6 5 11 -7 7 -9 -10 10 -12 -13 -14 -15 25 -17 24 -19 -20 -21 28 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010596544523445994 2.2374048729387448e-05 -0.0010064451203251187 -0.00030235283365089407 -0.00021847339114296985 0.0001000800086270771 0.00022819425438957966 -5.8787370472304152e-05 0.0027053828677410315 0.00014668867602274894 0.0019152878907039976 0.0010371009444749102 -0.00071040634217277787 0.0057247474422787879 0.00062456936279521732 0.0010817088453010798 -0.00050100752595303951 -0.0011695667801308338 -0.00032818778258600112 -0.00034275893721102436 -0.0011244923679602735 0.0046129251111781625 0.00035627976124161194 0.00017494940770676858 0.002230018786649047 0.0023098740468673351 0.00034255867792217762 0.00050868529389765918 -0.00035017046767331627 0.0002409540740688974 0.00056767936963893304
leaf_count=11027 2801 2416 19420 54020 37010 38870 2327 572 11262 674 4076 9046 250 5793 6466 20640 16705 30393 23771 12833 217 11148 11179 462 215 9245 1683 15103 1992 315
internal_value=0 -0.0160587 -0.0293887 -0.0514909 -0.115691 -0.00706758 0.0821754 0.189596 0.162898 0.345933 0.500228 -0.0385686 1.08082 0.00478124 0.166519 -0.046336 -0.240274 -0.177471 -0.179567 -0.310465 -0.0584661 -0.0187539 -0.0440708 0.0929088 -0.383892 0.226694 -0.108219 -0.00767166 0.236426 0.811277
internal_count=361931 315904 296094 249196 112877 136319 46898 19161 18589 7327 5000 61159 924 27737 19810 97449 51718 46027 34798 15634 21944 76809 65661 11641 16920 15711 4099 52113 2524 532
shrinkage=0.00288765


Tree=564
num_leaves=31
num_cat=0
split_feature=785 67 21 470 464 1235 727 497 941 959 893 288 804 1464 728 678 713 806 1287 1455 667 21 706 713 962 927 1466 1470 1436 917
split_gain=538.894 413.732 297.423 295.999 234.207 179.085 154.186 142.84 129.063 124.7 110.929 110.035 103.705 102.653 101.209 97.3533 94.5512 84.2618 80.476 76.8467 74.5427 74.5414 73.5671 72.8038 71.3144 69.7893 69.1599 67.0767 64.897 64.8874
threshold=-0.86283290253235112 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 1.0000000180025095e-35 2.0895063784560848 1.9607587081991176 -0.98621059485438678 1.6744786423712141 -0.88954490044674173 1.3537602816678871 0.74657910936426475 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.53322213276968733 1.1763035833334732 0.80851755981579754 1.0000000180025095e-35 -0.89074317784588486 0.82104289547369691 1.0000000180025095e-35 0.78457125397875782 1.0483613175537825 0.66071108019312641 -1.1535394197080833 0.60428344764309971 -0.68229739446570437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 9 19 22 11 10 -4 14 -7 16 15 18 23 -11 20 -3 27 -6 -21 -1 -13 -8 -24 -19 -5 -18 -17
right_child=1 8 3 5 17 7 24 -9 -10 12 -12 13 -14 -15 -16 29 28 26 -20 21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011663729059612646 0.00078491690095063417 -9.1014116508812475e-06 -0.00044967108203023472 2.7736190739208784e-05 -0.00011359245668192086 -0.00019382602267713287 0.00023758797072937922 0.0001426600086134338 0.00018625096960773899 -7.0092523894186407e-05 -0.00021312856605536215 -1.6295450402418936e-05 2.361965602534513e-05 9.5672117587083193e-05 -9.8902637505494882e-05 0.00011562742974094554 -0.00035462919078810051 -7.4923954869038901e-05 0.00012619460934393676 0.00023358622738072274 -0.00024384371992478847 -0.00013707284125460083 4.0639558064527724e-05 -0.00020261048481485749 -3.40900094472943e-06 0.00047393315397229645 0.00022800606465769483 -0.00022520994709053407 -0.00013478096009650819 -4.9464082085290536e-05
leaf_count=6473 575 52966 15499 2672 24794 13543 14134 6551 5528 5082 7884 6274 3135 8754 25264 5504 24644 10266 9718 1788 18596 3694 5339 15883 2874 739 1955 31781 4292 25730
internal_value=0 -0.128408 -0.183004 -0.187864 -0.282094 -0.120668 0.154856 -0.0695003 -0.0214956 -0.414618 -0.0402307 -0.0962988 -0.345384 -0.0619877 -0.0215634 -0.0966094 -0.390469 -0.191275 0.0186823 -0.248929 -0.237294 -0.0137497 -0.0110296 -0.208097 0.280136 0.13712 -0.0326971 -0.29092 -0.450521 -0.0279136
internal_count=361931 332372 231012 230437 108263 122174 29559 82239 101360 52652 95832 75688 37153 62145 87948 53391 34018 55611 62684 39935 43390 5482 12551 22157 17008 6078 12221 34453 28936 31234
shrinkage=0.000700159


Tree=565
num_leaves=31
num_cat=0
split_feature=785 728 871 272 852 705 1235 545 125 1430 1160 1469 470 50 921 723 962 889 487 1470 1092 896 896 21 62 906 1469 402 1373 1455
split_gain=549.655 386.547 291.392 220.544 165.77 163.618 136.558 115.989 114.775 98.6178 152.886 90.499 89.7714 90.3258 80.8364 79.6806 75.2873 73.6976 71.0214 70.7162 69.0963 73.2013 68.2042 67.8953 66.6959 69.2071 64.9213 64.5714 61.3133 60.693
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3643217266306855 1.0747610123934368 0.024944846130704988 -0.94625487755706195 -1.0372938969678034 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 0.66595742291584703 0.55630078546380823 1.0525743831388839 1.0000000180025095e-35 0.78457125397875782 1.0000000180025095e-35 1.6304501485392697 -1.1417127449306028 2.9499917481720264 0.13351389361957308 -0.43454379769620094 -2.7818205974049124 -0.97978507835213413 -1.4801818160763787 -1.3184646215665221 -0.92710518500779682 0.55446281419859778 0.2932320227778546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 17 19 26 9 10 11 -8 13 24 -6 -16 -7 -1 28 -2 21 -10 -11 -5 -9 -26 -3 -14 -4 -21
right_child=1 7 18 23 14 16 8 12 20 22 -12 -13 27 -15 15 -17 -18 -19 -20 29 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=6.2553568740907447e-05 6.1041443165831357e-05 0.00061727474636965717 -0.00021401926800078384 0.00076340902999018573 5.3030856453309435e-05 0.00022963737588176821 0.00016449070186153684 -0.00035647384105239987 0.00013927355137100751 8.0298384112867296e-05 -9.6128785221544943e-06 -0.00024097176086104827 -0.00020988435669098637 -7.4169242325865944e-05 -0.00014205081953523287 0.0003500179021464721 -1.3561960630574842e-05 -0.00018135379827711711 -0.00040838835993342804 -0.00019655740188806773 -0.00026750478270279408 -2.164751789161886e-05 -4.1546225754917078e-05 -0.00016488840174366538 0.00033015526987592938 -0.00019917530407605739 -0.00029041530206239699 2.4559664940606526e-05 -9.0463117461016043e-05 -3.4281321721637421e-05
leaf_count=6168 3878 182 25885 143 16058 15847 1161 9386 15234 14870 17585 17718 3948 13689 789 3623 3082 4462 3878 21508 1090 8149 23929 33203 619 34622 28431 9058 16546 7190
internal_value=0 -0.131789 -0.0877844 -0.0536357 -0.0234756 0.154381 -0.0509331 -0.255898 -0.0159642 -0.0578668 -0.139862 -0.290133 -0.210968 -0.252595 0.141128 0.371662 0.265833 -0.0436044 -0.251089 -0.175164 0.0957002 0.117652 0.00956373 -0.222844 -0.307665 -0.264385 -0.395241 -0.0570314 -0.226587 -0.214459
internal_count=361931 332372 232437 186128 152782 29559 132312 99935 99736 75263 36464 18879 71322 58316 20470 4412 18929 10630 46309 32576 24473 23383 38799 33346 44627 35241 28613 13006 42431 28698
shrinkage=0.000714163


Tree=566
num_leaves=31
num_cat=0
split_feature=785 548 728 125 596 50 727 150 1357 194 21 471 470 21 789 1465 332 497 723 889 727 809 1469 962 832 962 1047 747 694 271
split_gain=573.737 403.231 335.52 239.569 192.562 178.764 174.827 117.485 113.91 112.164 105.587 100.674 99.438 91.3055 88.2253 86.3624 84.818 83.3624 94.2216 82.4008 79.4875 73.1816 73.1441 72.7399 70.295 69.4859 68.7306 63.3096 61.9699 60.9666
threshold=-0.86283290253235112 1.3419342387057427 1.0000000180025095e-35 0.58518330826110332 1.9758895415007218 1.0000000180025095e-35 1.0000000180025095e-35 -0.572229863602436 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 1.1248358748350926 0.37973282798721492 1.0000000180025095e-35 1.656418941702585 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.90538501098462476 0.78457125397875782 -0.45591543562535969 -0.38912969094538602 -0.62055919587111241 0.34871943973277292 1.7728219641349714 2.6793937623835933
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 9 19 -5 15 20 -3 13 21 -4 17 22 -13 -9 -19 -1 28 -12 -7 29 -15 -22 -24 -11 -2 -8
right_child=1 10 11 7 -6 8 23 14 -10 27 12 16 -14 24 -16 -17 -18 18 -20 -21 25 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.5136242168356366e-05 8.7506711477200841e-07 0.00078946973266932191 0.00080621261978348002 -5.5644839343941888e-05 0.00014030657920780686 9.1833396317301405e-05 0.00026706881910162217 8.9645359980511857e-05 -0.0001113343318891657 -0.00014279107314651404 -0.00038442250561848446 -0.00017454786214582865 -0.00015576955536663169 -0.00013197849986719981 -7.2901937821522966e-05 0.00011716943419271431 -8.5911220851769183e-06 -9.3507064923817906e-05 0.00036453569293863554 -0.00016028361270536276 -0.00019741610529643231 -0.00021296123808620316 -0.00017648377712785722 7.5852033118022339e-06 -0.00025557611025513508 -0.00038175302841242668 -2.0208880539135184e-05 4.210288025172579e-06 -0.00031878722547513591 -0.00026861590681295886
leaf_count=7707 5686 171 144 14005 8237 7604 13712 20322 28088 14244 17192 15326 33173 19387 4717 10090 14372 1028 4187 4844 15555 15665 8303 2874 30323 10033 22008 10264 2248 422
internal_value=0 -0.126263 -0.0929835 -0.0483751 -0.0927158 -0.113082 0.165622 0.0747768 -0.0513888 -0.209151 -0.297302 -0.219817 -0.303724 -0.28505 0.140355 0.00623676 -0.119799 0.184636 0.398093 -0.0111058 -0.305257 -0.410273 -0.0385753 0.298556 -0.291856 -0.374401 -0.0846199 -0.110203 -0.113124 0.358083
internal_count=361931 332372 266171 186619 142360 134123 29559 44259 76093 58030 66201 79552 66030 49854 30254 48005 29698 25537 5215 12551 33522 32857 37915 17008 49710 25588 30311 24508 7934 14134
shrinkage=0.000700159


Tree=567
num_leaves=31
num_cat=0
split_feature=1309 1022 1016 1028 540 1461 269 846 1010 341 1450 21 1458 1458 792 21 1436 186 1442 1023 1461 1464 1176 606 21 1466 1464 1457 1468 1361
split_gain=183.728 168.831 217.018 152.663 107.057 79.4714 78.1738 77.5277 74.3823 73.6768 79.0475 73.8731 81.4158 102.478 66.2157 64.1017 63.6444 60.9009 60.7576 60.0865 58.575 56.7054 55.446 54.1573 53.7858 53.0503 53.1753 61.4766 51.3518 50.7164
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 0.35001124564692748 1.5063652653673414 -1.2832447556410924 0.27815439065979142 1.9615424434015647 0.76477020397632989 -0.49083279118224338 0.62211875780133752 0.66908396227393185 -0.72983201679721443 1.0000000180025095e-35 -2.9709283393608152 1.0000000180025095e-35 1.8254083151058917 1.0000000180025095e-35 2.9333578212263807 1.2257192582534573 0.49460926715684689 2.7398399255530461 0.44224916350105375 -3.2545899522946695 0.47080750042056613 0.33722957473813192 0.63151525041848589 2.7220206540297416 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -5 14 16 10 11 -2 13 -13 21 -4 29 18 -17 20 -15 -3 -9 -6 -7 26 27 -12 -28 -8
right_child=9 4 15 6 23 24 8 22 -10 -11 25 12 -14 19 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0012377222554997758 0.0001198982920356634 -3.6870840976590359e-05 0.002395521553789593 -0.0013175388551615486 6.317165423140845e-05 0.0024514039462349602 -0.0007577930227909977 -0.0005010251355554629 0.00052699227876141586 -0.00023160350614936682 -3.4384041199258314e-05 0.00047303198451891979 0.00083924476339932949 -0.00086312894425042536 -0.00025929654793379074 -0.00027954450868899648 -3.7677598672001477e-05 -0.0008829621046695978 8.1216485134362427e-05 -0.0030435115811888926 0.00073798040583962011 0.0005272057169566826 0.0024465154659130124 0.00051128009081302032 0.00029585704375257075 0.0005551764632171581 0.00053109205441211733 0.00050403357543712956 -0.0011916904716912432 -7.8694178103618499e-05
leaf_count=18863 20192 26470 207 4560 25127 254 21108 23456 2240 18960 28062 1960 1123 7219 37231 30335 7743 3426 26635 325 616 6222 168 9193 6499 11306 11192 6612 475 4152
internal_value=0 -0.0706023 -0.139021 -0.258559 -0.020364 -0.0592034 -0.187293 -0.0768068 -0.154201 0.0350549 0.0581111 -0.0258811 -0.161466 -0.223989 -0.0411978 -0.0517225 -0.186767 -0.0569284 -0.0400436 -0.330814 -0.294627 0.0307581 -0.192847 0.0769595 0.16381 0.102924 0.0713067 0.0297396 0.188828 -0.251895
internal_count=361931 253889 119269 58666 134620 100300 39803 93547 35243 108042 89082 31435 11243 10120 69923 60603 33003 60396 56970 8160 7835 32692 23624 34320 6753 57647 46341 34674 11667 25260
shrinkage=0.00246257


Tree=568
num_leaves=31
num_cat=0
split_feature=785 125 50 62 1076 471 727 194 728 1362 1469 519 747 529 21 194 150 1160 706 476 933 21 1168 1154 1450 1470 955 927 564 478
split_gain=530.689 361.627 352.306 188.412 176.455 170.885 158.886 134.406 152.729 109.597 108.316 100.666 91.9457 89.6339 85.503 86.0077 84.971 77.9249 77.8247 73.5382 73.2075 72.5314 70.7873 70.4777 80.3044 65.349 64.3398 63.1095 61.6403 60.2503
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 -0.37712515092315846 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.62606451240067507 2.1420547332082829 0.34871943973277292 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 -0.79484543461230894 0.68536004617275303 0.62672487627420737 -1.316508667510939 0.68806224955729689 1.0000000180025095e-35 -0.28919238636343836 1.0000000180025095e-35 1.3453874465886764 -1.2126727935954851 -0.56067130660624642 1.0483613175537825 1.9546110090380651 1.3930357108364988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 14 9 26 18 8 -5 10 -4 16 -9 19 -2 -16 -7 23 -1 -6 -13 29 -12 24 -10 -11 -3 28 -20 -8
right_child=1 5 4 7 13 11 21 12 17 25 22 20 -14 -15 15 -17 -18 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015426605720393627 0.00086371561380370842 1.2244375833869338e-05 8.9388206465196765e-05 -2.5032579571115415e-05 -0.00025483605952677623 -0.00016893650760047384 0.00014923244635067147 -0.0001579887066425504 -0.00044129238949872356 0.00017026838987387261 -2.195056294576325e-06 0.00028985246714155542 2.0739983570881983e-05 -0.00025102088907250585 -0.00043817970752085681 -0.00024712825284978727 5.6652972409892319e-05 -9.7107776415636458e-05 -2.1731728047973734e-05 -6.094665625318116e-05 -6.1114701432483492e-05 0.00030306541267069681 -0.00014794099042172561 -0.00022755322910883512 5.3453903044894205e-05 -0.00013716099653717325 -0.00013972983646991859 0.00047084098830618633 0.00041514173909624916 -0.00030030155965429155
leaf_count=5567 120 10218 21090 8237 7736 5160 6078 19615 18892 1856 25406 6005 11467 20768 20564 16622 26410 5358 5356 22833 1663 10115 13639 13260 1227 30602 23624 820 808 815
internal_value=0 -0.126494 -0.167949 -0.268442 -0.101627 -0.0029194 0.15491 -0.210644 -0.298061 -0.0487221 0.00141529 0.081839 -0.110224 -0.206365 -0.423554 -0.43328 0.0310532 -0.368292 -0.0136002 -0.135502 0.27695 0.282248 -0.0651582 -0.417892 -0.524033 -0.15204 -0.116617 0.117713 0.0489573 0.125619
internal_count=361931 332372 259292 115362 143930 73080 29559 78056 46974 92593 60135 39238 31082 51337 37306 37186 31570 38737 12551 30569 7668 17008 39045 33379 20119 32458 33842 6984 6164 6893
shrinkage=0.000773033


Tree=569
num_leaves=31
num_cat=0
split_feature=785 728 272 125 50 712 1022 595 1361 852 578 21 1309 1299 1292 1367 1398 72 789 1462 858 746 1470 56 1469 953 761 21 1466 689
split_gain=496.132 387.43 252.232 170.155 154.469 151.553 112.146 110.004 102.146 101.441 97.0535 92.5314 92.102 90.5647 87.348 117.17 85.6338 84.8703 80.5266 78.817 76.5187 110.175 77.2264 75.6909 73.459 69.2762 67.772 67.2672 63.7362 61.6936
threshold=-0.86283290253235112 1.0000000180025095e-35 0.19433589423024392 0.58518330826110332 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -3.9164670491403295 0.29878677988246938 0.69830983612512221 1.0000000180025095e-35 1.0000000180025095e-35 0.44312978011646392 -0.78513032087958678 1.1248358748350926 3.4653406265423476 1.0825608069246189 0.66766320980544069 -1.3664195657027294 1.0000000180025095e-35 -1.3184646215665221 1.0000000180025095e-35 2.0221298495495534 0.2439032738895319 2.2763907064872897 -0.4288425582216272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 17 -1 8 11 24 28 -7 -3 16 -8 15 -12 25 -2 20 23 21 -5 -23 -19 -4 -13 -11 -16 -6 -27
right_child=1 7 6 18 9 10 13 -9 -10 26 14 12 -14 -15 27 -17 -18 19 -20 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00021969459222179568 -0.00029366227002845189 0.00078483578847914895 0.00018900373746716682 3.0756745988364731e-05 -6.495452849394834e-05 0.00038514499616249057 -0.00011805792473101199 -0.00031819568366513526 -0.00013929404461854607 5.1869628493020242e-05 -0.00015302860203801548 -0.00023608687958062477 -4.7417322712960511e-05 9.0925304921284553e-05 9.4092437605745077e-05 0.00015422742696920158 -0.00032640899129389998 -0.00017712608349016018 -9.9460086825978712e-05 0.00042288678571640186 -0.00010687029146456188 -0.00089520739590055937 0.0002291214228736727 -3.3838325563352072e-05 -0.00036571206791540954 1.5463251089820682e-05 0.00040521489433741921 0.0003264192163180049 0.00023187673645720788 -0.00015935440913431205
leaf_count=3225 8392 200 609 15483 44002 3439 35380 20323 19604 20828 5041 24953 13913 5822 5618 6555 13335 23669 5878 640 3812 146 12394 16760 16155 7536 1238 5681 1625 19675
internal_value=0 -0.121403 -0.0772299 -0.0319231 -0.0734588 0.151211 -0.184468 -0.246175 -0.284283 -0.0133446 0.197842 -0.211576 -0.216427 -0.1116 0.150832 0.0289442 -0.255636 -0.16992 0.0803263 -0.131665 0.118981 0.154331 0.286308 -0.144828 -0.440044 -0.215243 0.0960114 0.274584 -0.0698684 -0.141961
internal_count=361931 332372 232437 154867 117154 29559 77570 99935 36368 67693 26334 79612 79412 41202 22895 11596 65499 49461 37713 41069 31835 28023 12540 40429 16764 52164 22066 11299 45627 27211
shrinkage=0.000759127


Tree=570
num_leaves=31
num_cat=0
split_feature=614 1030 1373 795 705 746 671 1455 942 21 1361 854 797 728 791 947 884 589 647 930 713 1436 21 1450 1457 1449 803 981 1047 1454
split_gain=187.213 154.56 157.743 139.03 117.176 94.3472 106.503 90.4335 89.6011 89.2295 87.914 87.8445 191.505 102.031 103.953 83.1026 100.531 79.5566 151.228 73.5448 72.6718 70.2855 67.1155 76.344 66.8968 65.9631 64.1057 65.6045 69.1717 58.8063
threshold=-1.0625654336828987 0.99422031274767553 -1.2601938093385081 -0.29258408639884992 1.2284335450172812 1.0000000180025095e-35 1.0000000180025095e-35 0.35881941651261778 2.231519495564001 -2.7818205974049124 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 -1.3163276726681863 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4824100882457953 -0.87782724458594241 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.89074317784588486 -0.67183755723879846 1.339295830115254 -0.63352742786000882 1.9682860324222273 1.5263264527814182 2.5256796091004148 -1.0155513200009449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 10 4 5 6 -4 9 11 -1 21 12 -5 19 17 16 -11 26 -19 -13 -3 -2 23 -9 -22 -25 27 -15 -29 -24
right_child=1 20 3 8 -6 -7 -8 22 -10 15 -12 13 -14 14 -16 -17 -18 18 -20 -21 24 -23 29 25 -26 -27 -28 28 -30 -31
leaf_value=0.0028307878044618422 -0.0014226718454823527 0.00011142493580190052 -0.00034860778673136063 -0.00027335956936693574 0.0007790418629867842 0.00034205863122805383 0.0002495381702227312 -0.00091513943403315787 0.00063699048280634551 -0.0013915051133317775 -0.00013607842476763224 0.00087786523058448198 0.001269013940467676 -0.00049359811678565681 0.00034616541886302608 -0.00032648705251688681 -0.00050271184803104684 0.0019079540878878193 -0.00010045429214730667 -4.5321929354078227e-05 -0.00066776536112662661 -0.00044754776667358049 0.0027217145188876881 -0.00046275364330426581 0.00036993968202546763 0.0011956540220276922 0.00042536544029790136 -4.6161043433419202e-05 0.0023164966600039685 -0.00028731455440220117
leaf_count=208 6531 7073 21360 5785 10580 40150 18465 1267 4867 13649 23097 4427 3978 51150 8960 38726 16235 1142 10512 5915 26554 8828 255 1176 2280 3927 2654 6101 366 15713
internal_value=0 -0.0101606 0.00795473 0.0298572 0.0895747 0.0618622 -0.015531 -0.134348 -0.0218946 -0.181129 -0.130237 -0.036157 0.14767 -0.0570699 -0.0833676 -0.187558 -0.302286 -0.110447 0.0445282 0.13204 -0.155756 -0.285864 -0.00808506 0.190726 -0.212494 0.309515 -0.14257 -0.158605 0.0389421 -0.0896465
internal_count=361931 270775 234868 196412 90555 79975 39825 91156 105857 68818 38456 100990 9763 91227 80885 68610 29884 71925 11654 10342 35907 15359 22338 6370 28834 5103 60271 57617 6467 15968
shrinkage=0.00266775


Tree=571
num_leaves=31
num_cat=0
split_feature=785 728 1445 263 50 727 56 476 545 705 1304 852 470 50 1470 200 1467 784 21 889 885 1154 1469 516 62 906 402 746 340 927
split_gain=504.769 403.304 279.162 192.943 211.899 155.825 119.346 119.117 114.321 113.234 95.0541 92.4879 88.234 98.4337 82.2952 77.3013 73.6448 72.4657 72.2656 72.2279 69.7851 67.7743 65.5983 65.3523 64.1717 69.6643 62.7605 61.3236 60.5232 58.9079
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.316508667510939 -1.0372938969678034 0.62883063453998334 -1.2519738572323926 1.0000000180025095e-35 0.66595742291584703 0.55630078546380823 -1.2718061674828867 -1.281871280663196 0.5258453444190252 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 2.9080136987884808 1.0000000180025095e-35 -1.3184646215665221 1.0000000180025095e-35 -0.97978507835213413 -1.4801818160763787 -0.92710518500779682 1.0000000180025095e-35 1.8162821653890682 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 19 14 -6 22 -5 21 16 13 24 -2 -12 -9 -13 28 29 -11 -4 -3 -8 -10 -26 -14 -17 -7 -1
right_child=1 8 10 9 7 18 23 11 12 20 15 17 26 -15 -16 27 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.8851570274017719e-05 2.0755258623356756e-05 0.0005565594694303546 -0.0003050425014698659 -9.8299579493943224e-06 -0.00011292899120539799 0.0001147760471102238 -0.00013254168953289079 -4.9650563968208445e-05 -0.00031385236350550515 0.00014420816960382244 -0.00022933640830068277 4.4260614169209677e-05 -0.000183463514913465 -5.9442604709184424e-05 -0.00020484676235288843 -0.00013987740808616065 8.4248815114516381e-05 0.00022179007620701065 0.00024399384229387873 -0.00014120320248187893 -0.0002402409305675979 -0.00014213275564749279 -0.00025546219600355321 3.1155118535585909e-06 0.00029438527220707815 -0.00017693170460774627 2.1971593064335052e-05 -1.4184150854242428e-05 -0.00027913929909072731 0.00034615154802512338
leaf_count=6803 3216 182 12020 21301 16209 6187 10960 30200 9386 15356 7813 15233 3948 13689 30632 13736 8374 4467 10115 4844 725 11721 28431 14518 619 34622 9058 15956 706 904
internal_value=0 -0.125888 -0.0808692 -0.0407429 -0.080396 0.148781 -0.182919 -0.0119765 -0.252752 0.080678 -0.21435 0.0276059 -0.208157 -0.249451 -0.280369 -0.149662 -0.0309085 0.135638 0.27499 -0.018267 0.200018 -0.336328 -0.391356 -0.0816279 -0.306842 -0.264446 -0.0554573 -0.103337 0.118612 0.0928257
internal_count=361931 332372 232437 171191 133809 29559 59326 74483 99935 37382 61246 58274 71322 58316 33848 37505 38574 19700 17008 12551 16081 23741 28613 25478 44627 35241 13006 29692 6893 7707
shrinkage=0.000634156


Tree=572
num_leaves=31
num_cat=0
split_feature=785 728 548 852 727 746 1430 896 319 921 1436 1469 470 791 519 927 727 689 651 470 578 1307 1467 728 547 272 1367 1361 927 1223
split_gain=535.96 469.974 288.629 216.746 184.39 171.037 195.053 148.84 119.976 117.34 114.048 100.63 99.4142 87.7978 85.1888 86.3319 84.5365 83.1889 79.28 78.3482 75.517 75.2977 71.2726 70.4364 70.3516 69.8829 66.8233 76.326 64.294 63.2021
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 1.0000000180025095e-35 0.62154522891879982 1.0000000180025095e-35 -1.2987941639197651 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0483613175537825 -0.682906484622256 -0.4288425582216272 1.1107569744011787 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 2.6212945108504591 -0.90320472132347296 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 20 6 10 14 12 21 11 -2 29 18 -7 23 -11 -14 -9 -4 -1 -5 25 -16 26 -8 27 -6 -22 -3
right_child=1 8 19 9 24 7 22 13 -10 16 -12 -13 17 -15 15 -17 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00026841706627161468 8.4054503719444891e-05 -0.00032262446319241648 -0.0002442855470916347 9.7434405534671994e-05 -2.7230888399505117e-05 1.837216388144738e-05 -1.8066488082371814e-05 -8.4245909407592082e-05 -0.00032404030650408946 -0.00011604611902916777 -9.424818339426929e-05 -0.00033698928696442292 -8.2332104758646548e-06 2.9959317638167412e-05 -6.390834244813998e-05 -0.00017520039744380563 0.00034449620698326209 -0.00016400615261075277 -0.00029505035491929013 -0.00011571579650497356 -0.00010604483860946642 -0.00011016276655244837 0.00029629914922057923 0.00033073702416376322 -0.00015554029399403755 -0.00016539828575134363 0.00031814513565583301 0.00027692544637717662 0.00024255490975531307 -0.00017813644747861351
leaf_count=1537 1302 17738 26733 11760 3312 32597 25576 27402 20386 988 11374 19361 11342 12790 1154 1074 4795 29711 4596 28140 9838 5856 1204 4646 1040 11089 9109 3547 1176 20758
internal_value=0 -0.132495 -0.0838045 -0.0469363 0.150388 -0.0761084 -0.158131 -0.0181375 -0.268789 0.130448 -0.296637 -0.40948 -0.23223 -0.0996918 0.0684591 0.26121 0.368495 -0.162029 -0.157136 -0.23384 -0.0314095 0.0471208 -0.0635863 0.353089 0.287503 -0.080704 0.320802 0.175039 -0.0907877 -0.323977
internal_count=361931 332372 232437 177564 29559 154165 69906 84259 99935 23399 32037 20663 79549 44788 39471 6874 5783 41053 31998 54873 12551 17616 37869 5800 17008 36665 15968 6859 11014 38496
shrinkage=0.000728446


Tree=573
num_leaves=31
num_cat=0
split_feature=785 728 617 519 872 723 727 1285 804 1431 470 588 471 1467 464 734 1298 1154 677 706 50 470 382 189 821 927 564 789 1450 326
split_gain=572.624 403.454 271.12 225.689 217.58 180.552 166.874 153.057 153.003 131.234 116.704 111.11 105.311 99.994 88.1479 86.4561 84.914 89.8356 90.299 78.8494 73.3951 72.4378 72.2438 64.1712 63.7171 63.1515 64.1113 61.9348 60.3681 58.5044
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 2.1420547332082829 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 2.6212945108504591 1.0000000180025095e-35 3.0820683777490774 1.0000000180025095e-35 1.0000000180025095e-35 0.66908448271462528 0.62672487627420737 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0062439196653703 -1.0305144854359449 1.0483613175537825 1.9546110090380651 1.1248358748350926 0.87081989481316024 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 -5 19 9 15 13 14 22 -12 16 -3 -6 17 18 28 -1 21 -8 27 -11 -14 26 -21 -7 -2 -4
right_child=1 10 29 5 8 11 20 -9 -10 23 12 -13 24 -15 -16 -17 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013455775703304917 -0.00025113911330396332 -0.00032490078372479365 -0.00027540896431747238 -0.00017055635832908056 -1.9486780335321983e-05 0.00029942614683780709 -2.0989197447182436e-05 -0.00017637143975170389 0.00025438051745719023 -9.7697333592357077e-05 -0.00017719948163370791 0.00041897922816898435 -0.00024363382899984776 0.00025565302363399098 -0.00017997842473248916 0.00024523083034824425 4.8470617023241713e-06 -2.6661517383744013e-05 0.00022335220471898738 -1.8897637613003431e-05 0.00028501559996702513 0.0002260957375854257 -1.1873956753919706e-05 -0.00024442826735097273 1.2257971168825093e-06 0.00041054252661971806 0.00036809570475208257 -8.1217064168075264e-05 3.8475568829076784e-05 -0.00013413213102063569
leaf_count=5567 12675 22241 16634 3189 28973 3665 3971 30716 4714 37425 34843 2582 3204 2085 26330 2249 41115 17102 850 5356 8442 4595 3945 8117 13317 820 808 874 1737 13790
internal_value=0 -0.131865 -0.0868757 -0.0626295 -0.0833309 0.1697 0.15987 -0.119345 0.0568882 -0.088065 -0.258539 0.280844 -0.188821 -0.0376283 -0.34876 0.00277215 -0.0507881 -0.133782 -0.265244 -0.0127621 0.289889 0.160373 0.17391 -0.180599 -0.0537379 0.119126 0.0504714 0.336764 -0.315173 -0.300922
internal_count=361931 332372 232437 202013 187758 14255 29559 151822 35936 121106 99935 11066 51364 75564 48571 31222 73479 32364 15262 12551 17008 8566 8484 45542 16521 6984 6164 4539 14412 30424
shrinkage=0.000672971


Tree=574
num_leaves=31
num_cat=0
split_feature=785 728 479 519 872 727 723 526 804 1467 1091 1154 470 471 588 1097 889 734 1154 382 720 1104 21 755 547 1367 1361 1450 683 873
split_gain=623.334 439.537 285.979 215.007 202.736 190.432 183.029 158.43 135.336 122.964 130.379 217.597 111.642 98.5522 97.8401 86.9482 81.484 81.1602 79.9812 75.4439 74.239 72.9844 71.6066 70.0569 69.0049 68.5396 77.9428 68.2789 63.9888 60.7158
threshold=-0.86283290253235112 1.0000000180025095e-35 1.388869425783259 2.1420547332082829 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 2.6212945108504591 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 -1.2571877020351898 1.0000000180025095e-35 3.0820683777490774 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.43688756610038687 -0.70163543588998201 1.8349057301109672 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 0.72848113776068646 -1.07329023030195 2.242218440812676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 16 -5 9 17 10 11 15 18 -14 19 -2 -1 -6 -3 -8 -17 -12 -23 -4 25 26 -7 -22 -15 -13
right_child=1 12 23 6 8 24 14 -9 -10 -11 21 29 13 28 -16 20 -18 -19 -20 -21 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.418014629634415e-05 -0.00049106988026590868 -0.00031679225430054724 -0.00013812083135109253 -0.00018368356060470502 -1.0492274248840326e-05 -9.4202929401157052e-06 0.00024733182945701744 -0.00017665288242073161 0.00025305414278476064 0.00021389238250526651 -8.1996425517753485e-05 -5.027431687572664e-05 -0.00017725448213532381 -0.00026399420833926726 0.00043149554906242492 -8.2440418800220039e-06 -0.0001512478937052855 0.0002498768821257655 -0.00017978070397353251 3.7086268753563515e-08 -0.0002772195006295627 0.00012766187574412375 -1.2658177576606617e-05 -0.00029104061733800245 -0.00012206433272571593 0.00031279017151517535 0.0002737762288862674 7.3790407059779255e-07 -6.018694011909395e-06 0.00022922425207097462
leaf_count=7707 3677 22165 31545 2786 27188 3312 4392 27154 4564 2989 21248 26003 34843 2867 2273 3756 4844 2191 26406 3828 14783 8539 30586 11399 1040 9109 3547 2170 13654 1366
internal_value=0 -0.127124 -0.0800832 -0.0487459 -0.0694876 0.177251 0.18577 -0.10543 0.069411 -0.074164 -0.0858227 -0.167753 -0.259386 -0.191257 0.296861 -0.335179 -0.00772898 0.0165384 -0.3478 0.198587 -0.287007 -0.0249183 0.0253243 -0.255206 0.315686 0.348325 0.200879 -0.353278 -0.0607411 -0.0510993
internal_count=361931 332372 232437 189493 176214 29559 13279 142271 33943 115117 112128 51755 99935 51364 10493 24386 12551 29379 48571 8220 20709 60373 39125 42944 17008 15968 6859 16953 16521 27369
shrinkage=0.000672971


Tree=575
num_leaves=31
num_cat=0
split_feature=785 728 479 519 872 728 727 1009 804 1467 1431 319 470 588 734 714 791 382 402 889 809 735 1091 21 789 1223 507 340 943 927
split_gain=622.475 399.739 287.432 262.414 234.656 210.459 174.032 172.878 152.882 143.953 126.637 118.912 105.685 103 92.1543 91.3663 98.0807 87.547 86.3152 85.9519 84.1611 75.3745 73.9364 72.474 67.7782 66.6111 62.7037 62.0606 61.594 60.967
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6834386678921571 2.1420547332082829 0.85297537480346686 -0.90320472132347296 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 2.6212945108504591 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 3.0820683777490774 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.1554326354961759 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0941628986121894 1.8162821653890682 1.0000000180025095e-35 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 -5 19 9 14 10 15 12 25 17 -6 26 21 24 -14 29 22 -17 -18 27 -7 -3 -2 -8 -4 -1
right_child=1 11 28 5 8 13 23 -9 -10 -11 -12 -13 18 -15 -16 16 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.6906374053081771e-05 2.2149593832734577e-05 -0.00032062521351483488 -0.00015569147451221938 -0.00020741949271952994 -2.0121509799833515e-05 0.0003569718171015574 0.00015247692650674111 -0.00020334297228053418 0.00027779315158460059 0.00023247110351267756 -0.00014193806555338285 -0.00031733498732508276 -0.00016540964947132567 0.00046999786594114441 0.00027481828932992761 -0.00011702590058028309 -0.00026862040221548885 -2.546759228674515e-06 -1.525678184068528e-05 -0.00016629906373680155 0.00011770289979279522 0.00032786904873971658 3.5173213125161654e-05 0.00030010720004084113 -7.1561482781369245e-05 -0.00017213950358062821 0.00029504805501179862 -0.00030546438603310671 -0.00031599469021477292 0.00041748782539140081
leaf_count=6803 14941 17738 14932 3033 29101 3798 6187 30017 4673 3218 45406 20386 27172 2412 2263 39833 3917 4054 13881 4844 9027 738 4016 10115 875 20758 1947 706 14236 904
internal_value=0 -0.133719 -0.0889802 -0.0645452 -0.0867118 0.186294 0.17016 -0.123901 0.0587994 -0.0916572 -0.103911 -0.259741 -0.223346 0.302892 0.00510102 -0.0537627 -0.0929358 0.204933 -0.150834 -0.00600055 0.0373484 -0.147641 -0.129119 0.30278 0.380811 -0.318044 0.0765496 0.146616 -0.313791 0.114854
internal_count=361931 332372 232437 203269 189097 14172 29559 153060 36037 123043 119825 99935 79549 11139 31364 74419 57531 8727 41053 12551 16960 40571 7933 17008 4673 38496 16888 6893 29168 7707
shrinkage=0.000728446


Tree=576
num_leaves=31
num_cat=0
split_feature=785 728 576 784 544 921 519 720 1458 788 943 652 1469 567 1459 730 934 846 583 51 1292 21 274 647 21 1463 1463 783 1367 758
split_gain=200.654 197.066 143.811 123.02 104.617 88.7793 86.1884 97.4641 86.1928 84.921 79.3572 75.4442 74.4107 74.6921 71.7891 71.3381 77.3322 70.9535 70.3732 64.9467 60.3111 59.965 59.8153 59.0286 58.6564 58.7615 64.0703 58.383 57.636 57.0829
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.64782611375555454 0.9594655836162902 1.0000000180025095e-35 1.0525743831388839 2.1420547332082829 1.0000000180025095e-35 0.20667703603638712 1.0000000180025095e-35 1.4693784537238983 -0.98896428961744431 -1.3263328046252252 1.7811711699895054 0.71505107648705846 -0.33215574005720661 1.0000000180025095e-35 -0.53268848306471728 -0.55326332990463356 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 0.8117025478510449 -0.87782724458594241 -0.70163543588998201 0.27735576329560918 0.040494202082528748 1.1155635910225459 1.0000000180025095e-35 -0.43523778982368799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 6 20 15 8 -8 14 -9 12 -2 -3 17 22 27 -17 -14 -11 -13 28 -19 -4 -15 25 26 -10 -5 -1 -7
right_child=1 10 3 5 -6 29 7 9 24 18 -12 19 13 23 -16 16 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016424838901155705 0.00016892161976749719 0.0018375987894879843 -0.00027564695292556956 0.00039554193318084083 -0.00017569136834141779 0.00097948389682032087 -0.00055394370950300051 0.00011941574046630751 0.00044548670854408401 0.00023226579349469492 -0.00087158337812569861 -0.00019193909454075231 -0.0001168910317515075 0.0017484699520912675 0.0001965723577508385 0.00098092341427099931 -4.8505542125295126e-05 0.0024244952184051252 0.0014593668911810204 -0.00054106048862559886 0.00068539105428673302 -0.00045376241981073524 9.2616500741957077e-05 9.8008104180950773e-05 -2.3890054900116581e-05 -8.8350535630624794e-05 0.0016618524488897963 -0.00016871014909301907 0.00049679096671046427 -0.0001813098852550081
leaf_count=4800 8480 344 69025 5709 8361 4574 2044 4096 6717 1386 9167 34603 27526 524 10276 3806 2632 123 2393 24355 10329 58872 10629 3379 22914 3955 1041 12753 6069 1049
internal_value=0 -0.0569683 -0.0251865 0.00668556 0.120284 0.123594 -0.0218221 0.15195 -0.0385356 0.245504 -0.14937 -0.115554 -0.130203 -0.135109 -0.0748671 0.0684103 0.254915 -0.150733 0.45508 -0.145859 0.194769 -0.198663 -0.0978908 0.166932 0.0490975 0.172724 0.279726 0.00243175 0.090173 0.345916
internal_count=361931 332372 232437 164999 29559 30523 134476 9919 124557 7875 99935 67438 90768 90424 89930 24900 6438 86521 3779 58958 21198 58995 79654 3903 34627 11713 7758 18462 10869 5623
shrinkage=0.00223225


Tree=577
num_leaves=31
num_cat=0
split_feature=785 263 50 56 1362 333 1470 712 1469 543 1237 181 131 1470 747 858 519 57 50 194 547 927 830 728 651 1091 1357 990 664 955
split_gain=520.444 400.962 374.729 222.971 202.457 183.615 174.053 160.205 139.93 115.146 100.686 96.3712 96.0541 92.9787 92.3077 86.7082 87.8901 89.5844 85.1083 121.876 82.4718 81.6226 74.4927 74.4706 90.4493 75.4888 74.1668 73.3575 70.4878 66.602
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.63779424894106762 -0.61819632934197222 1.0000000180025095e-35 1.4298092310842805 1.0000000180025095e-35 -0.67630721506970115 -1.1417127449306028 0.34871943973277292 1.0825608069246189 2.1420547332082829 0.72527224708021132 1.0000000180025095e-35 1.0000000180025095e-35 0.55489234843406188 1.0483613175537825 1.1506748530419184 -0.49008176997875957 1.1107569744011787 0.69009342306031496 1.0000000180025095e-35 0.65656536832909496 1.0000000180025095e-35 -0.56067130660624642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 8 29 -2 -1 26 14 18 13 -8 -6 28 16 17 27 19 -9 22 -18 -10 -14 25 -25 -4 -7 -5 -3
right_child=1 5 4 9 11 15 12 10 20 -11 -12 -13 23 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00022810115940785828 3.648217901494979e-05 1.9847281522948628e-05 0.00010674730021374056 -0.00011599387445665078 0.00010596035796215294 -4.8035008580490488e-05 -0.00044742683226763291 -8.0185473702817591e-05 -7.7592434606014085e-05 -0.00034794705573935918 -0.00018691201126758432 -0.00029399696984638336 -0.00010502533700575354 -0.00014617321749325543 -2.9252297596661141e-07 -0.00012635087193355743 0.00033118372346712397 0.0001898079557536181 0.0002644855231458377 0.0002217064129653481 -0.00021700312150593569 -7.7104551592950784e-05 0.00010514048709307566 -0.00037064092321528811 -3.0353051853393435e-05 -0.00013809424708689493 -4.8649880184532648e-05 0.00021557558842412331 -0.00032349041936932611 -0.00013404029125615877
leaf_count=3225 4071 9900 19268 22911 4007 13826 17928 5387 40978 7098 1892 12650 6550 41177 14284 4066 5308 7723 12226 6829 10686 1274 6068 31045 2865 4645 12191 2815 6850 22188
internal_value=0 -0.127708 -0.169181 -0.27102 -0.101314 0.00913748 -0.371208 0.150793 -0.0411831 -0.168378 0.198624 -0.204799 -0.409036 -0.160787 -0.131398 0.103423 0.138497 0.0827073 0.232353 0.115262 -0.104444 0.332996 -0.0694425 -0.356404 -0.400233 -0.438904 0.0663058 -0.00214311 -0.205553 -0.109382
internal_count=361931 332372 265272 118247 147025 67100 67104 29559 89191 51143 26334 57834 63033 45184 44045 35012 30946 24364 24442 12216 57732 6582 47046 45105 38555 35690 31459 16641 29761 32088
shrinkage=0.000757875


Tree=578
num_leaves=31
num_cat=0
split_feature=253 888 785 1442 1010 1459 21 478 890 1464 706 705 182 705 1317 823 1238 1451 1466 1451 1449 905 1462 892 1461 1467 1449 712 1451 1458
split_gain=196.173 124.535 114.127 113.46 103.493 97.8718 100.181 93.3494 102.338 87.4389 76.858 77.2047 74.3823 72.2062 70.6883 75.3586 70.1565 67.6991 63.3428 75.7597 66.3199 63.1715 59.7206 59.529 58.6418 58.5092 57.4482 57.2534 56.8313 55.1596
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -1.2625182715263061 3.0713252103476614 0.71505107648705846 -3.2545899522946695 2.664053297859589 -1.0182342416987082 -0.065515111140320159 2.1164963568036277 1.0999472070578602 0.80071687052116158 1.5025377326640457 -1.2109547609514648 1.0224607645851929 -0.40677623306953564 0.3239183524675191 0.69604103696988961 0.4613173122914726 -0.10644973506114641 -1.3040727725653463 1.4813153935732892 0.59794297480505565 2.5032120688259147 0.013940624581295987 2.6019541624284721 1.0000000180025095e-35 0.73539989607580092 -0.46589091170928792
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 24 5 6 -4 8 -5 13 11 12 26 17 15 -14 22 23 29 -20 -21 -12 -11 -8 -2 28 -10 -1 -22 -19
right_child=3 -3 4 7 -6 -7 9 -9 10 16 21 -13 14 -15 -16 -17 -18 18 19 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.21819716399483e-05 -0.0006204985354078122 -0.00036125283600663805 0.0026830559545199389 -0.00049612963800097474 0.00092565233163179386 0.00023799268082921058 -0.00022621520307385733 -0.00086206717567599491 -0.00027893613114196196 0.00013236505309258961 0.0029592409679089432 0.0003263439887551615 0.00057055637583091495 0.00057242107947836306 0.00012367131221235124 0.004444316482936625 -0.00015685160755819544 0.00033765858223227727 0.0021851786290224186 -0.00097268008771182052 0.0015623117491585291 0.0005139815171560253 0.00080059699240229325 -0.00067494271496070825 0.00060308583397959497 0.0017777127966835632 0.00096640012125388743 0.00062529517928145697 -0.0010031049893190922 -0.00030477362266273462
leaf_count=7523 33164 27940 253 22229 2526 28130 61873 6708 43712 32339 312 9805 383 3036 10347 163 24831 5360 610 746 296 1237 3293 10717 1202 732 864 11134 596 9870
internal_value=0 -0.00329794 0.013484 -0.112832 -0.00330483 -0.00982788 -0.0322325 -0.0762444 -0.0590938 -0.0348451 -0.0209726 -0.0324905 -0.0651082 -0.0771945 0.0919972 0.833755 0.0280154 -0.0887345 0.0272598 0.297718 0.127176 0.447488 0.084329 -0.119551 -0.240139 0.34795 -0.105688 0.165533 -0.0191275 -0.031653
internal_count=361931 231805 203865 130126 185208 182682 154552 95760 89052 154299 66823 65274 55469 93836 10893 546 60463 90800 18210 2980 2370 1549 35632 72590 34366 1624 44576 18657 892 15230
shrinkage=0.00236888


Tree=579
num_leaves=31
num_cat=0
split_feature=785 125 50 681 728 519 727 126 1431 728 588 1091 1154 1470 382 21 1028 192 874 131 547 889 962 284 1454 873 1458 941 1469 1023
split_gain=500.3 385.862 391.719 283.287 211.73 171.271 162.993 155.342 153.253 148.022 121.959 104.362 114.28 99.392 91.5294 90.6116 86.7364 75.5754 75.1323 74.6521 72.763 72.4549 70.9104 69.2231 68.4942 66.9119 65.3059 67.8426 64.3156 67.8652
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 2.250834115212506 1.0000000180025095e-35 1.0000000180025095e-35 -1.1417127449306028 1.0000000180025095e-35 -3.5382515652285238 -0.35861621905537377 1.0000000180025095e-35 1.0000000180025095e-35 -0.67630721506970115 0.55489234843406188 1.0000000180025095e-35 0.78457125397875782 -1.0597622724945783 3.8331818028246452 1.3467136707454657 1.8460070869938618 1.9607587081991176 -1.2673214316849539 7.4366709976304533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 8 7 21 23 11 -7 14 12 28 -10 -11 -6 24 -9 -15 -17 -13 -1 -8 -3 -4 -18 27 -25 -2 -30
right_child=1 5 16 -5 15 9 22 17 13 10 -12 20 -14 18 -16 19 25 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=6.674234031364069e-05 9.8211140763147814e-05 -0.00029423596521523478 -0.00011171721723360245 -0.00036576707828927992 0.00081577940932782043 -0.00022160877749399761 0.00026201173154358768 8.7860042047922814e-06 1.2112584358233558e-05 0.00028465500994075864 0.00059645032592956664 1.9126614481385347e-05 -4.7092497997116183e-05 -0.00017298801193576233 -1.9306536216438071e-05 -0.00037584244718187636 -1.177384007869102e-06 0.00021897066038419007 -0.00033369918971736662 -0.0002167758325866129 -0.00020014050705998327 -0.00018208767282710015 -8.7918266697959521e-06 -0.00011626962434492727 0.00050127153027005569 0.00020772162848072448 0.00022024404387301747 0.00022020381703249955 -0.00028317796006392291 0.00134705946965236
leaf_count=7707 1306 5336 26920 26586 164 2206 14134 16499 5479 5435 1662 30326 17876 24941 4150 16816 31040 5231 15648 34855 5173 4844 2874 29446 421 4134 1623 1492 17555 52
internal_value=0 -0.129217 -0.171912 -0.224462 -0.193808 -0.00166669 0.14394 -0.050577 -0.146771 0.195397 0.283345 -0.0878031 -0.172845 -0.249828 0.196861 -0.325263 -0.0314969 0.0790378 -0.290665 -0.33265 -0.0112976 -0.0266307 0.272968 -0.134763 -0.126123 0.0319058 -0.101098 -0.123806 -0.305807 -0.348604
internal_count=361931 332372 259292 196777 170191 73080 29559 59627 118356 13453 11247 72288 36789 46068 9585 51835 62515 21730 40589 51671 35499 12551 17008 37897 27341 35174 32561 30938 18913 17607
shrinkage=0.000788809


Tree=580
num_leaves=31
num_cat=0
split_feature=785 728 181 893 872 519 727 723 51 319 804 869 1467 723 938 1445 470 263 21 791 706 773 689 497 1361 927 678 705 340 588
split_gain=499.15 424.981 316.25 223.791 165.37 174.761 163.416 130.875 128.958 123.952 112.158 100.088 97.5652 100.876 91.2126 89.2955 88.0266 81.4518 75.8376 74.269 72.3919 71.4145 71.123 80.8314 69.0509 66.1578 64.6485 64.2518 62.2324 62.0954
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6744786423712141 0.85297537480346686 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.45538871002063286 1.0000000180025095e-35 2.6212945108504591 1.0000000180025095e-35 1.0000000180025095e-35 -0.39583078507972586 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.82104289547369691 0.70271917444219445 -0.4288425582216272 3.0589865121061197 0.55035703183932794 1.0483613175537825 1.6243751288565669 0.99715813669032338 1.8162821653890682 2.250834115212506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 8 20 -7 12 11 -6 16 13 -2 19 27 -3 -4 28 -15 -1 -9 -18 -24 -5 -22 -12 -10 -8 -16
right_child=1 9 17 24 10 7 18 21 15 -11 26 -13 -14 14 29 -17 22 -19 -20 -21 25 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013609739045571161 6.7316303671525104e-05 -0.00020477747612182866 -0.00026243343637548177 -0.00025062002032307114 1.5068152198760155e-05 -0.00019470209988515645 0.00012956567013040727 0.00031039299089788744 -0.00010843803407848666 -0.00032704016324194883 0.00023319732132121715 -0.00025515696445436585 0.00028178738120043599 -6.7622074129359549e-05 -0.0001895642496904624 -0.00021328482520607884 5.3283345078977144e-05 -0.00012422756130063407 0.00028504667578470815 7.7124452123204342e-05 3.0793743963558789e-05 2.2916538250576019e-05 -0.00013814947983156812 0.00049318298031797935 -1.2114240316561804e-05 0.00048009362792587331 -0.00024715738992054569 8.6047944510044271e-05 -0.00033780616561280945 0.00019687757691615789
leaf_count=6473 17416 24772 23755 18162 21316 2078 6187 5316 20628 20386 9322 27148 2110 28190 15521 19989 7906 24585 10115 11199 5339 2558 19301 422 3894 739 635 4852 706 911
internal_value=0 -0.131052 -0.0848544 -0.0480666 -0.0245342 -0.0576713 0.14195 0.184805 -0.0811209 -0.260943 0.104697 -0.223718 -0.0307701 -0.0439387 -0.0867663 -0.17251 -0.169364 -0.249409 0.271213 -0.0353828 -0.0289649 0.292869 -0.0910504 -0.162797 -0.2708 0.118422 0.273279 -0.0942039 0.11104 -0.220436
internal_count=361931 332372 232437 184097 162041 130768 29559 9952 120816 99935 31273 79549 75347 73237 55821 45469 52401 48340 17008 39389 12551 7874 27629 19723 22056 6078 9957 25480 6893 16432
shrinkage=0.000743015


Tree=581
num_leaves=31
num_cat=0
split_feature=67 21 1022 1016 1028 1230 942 1459 760 885 747 254 1356 1298 1469 986 566 1227 1447 819 1452 1430 522 659 567 792 803 1463 1237 705
split_gain=196.213 179.529 171.257 215.675 140.942 123.442 84.7933 83.198 75.8406 80.1285 79.7184 73.6353 72.8667 72.3674 81.8302 68.1679 64.1395 62.9407 58.5448 57.097 56.2082 53.9182 53.0439 52.542 48.1929 55.7164 56.0637 47.022 46.914 46.2454
threshold=1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 0.38564141960353587 1.3389284674382023 0.46383055849355342 0.12608167218844024 -0.92873225317066288 2.2668746584208797 1.4590023375957022 1.1703909184639636 1.0000000180025095e-35 -1.2673214316849539 0.049596922202392417 2.1059719136688364 0.45217487547399066 1.0000000180025095e-35 1.0000000180025095e-35 -0.76841635434299438 1.0000000180025095e-35 -0.71745339412579689 0.62821384419828064 1.6865844733297715 1.0000000180025095e-35 1.9682860324222273 -0.11337658786490251 2.2873089397629531 0.11488528270229964
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 13 15 9 -2 12 18 23 14 17 22 20 -6 19 -5 -7 -16 -4 24 25 -11 -27 -17 -22 -14
right_child=8 2 5 11 6 16 -8 -9 -10 10 -12 -13 29 -15 21 27 -18 -19 -20 -21 28 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0027780283524117982 -0.00034429672640109055 -0.0015327044350014519 0.00015168258423570264 -0.00027171188655058587 -0.00038203377462421812 0.00063851802397661759 0.00029865460349670484 0.00015246005809782097 -0.0001888717676489451 0.00051676217554056476 -0.00056748442383281503 0.00064635233082247 0.00022337396016467766 -5.0767825000525296e-05 -0.0011850614830770383 -0.000794193264065896 0.0010977370369745427 0.0022053264560726541 0.00016580851576477858 -0.00098113618890156092 5.9473156315852011e-05 -0.0004318457580021974 -0.00030879000499083487 -0.00018558902090767821 0.0009357990872699421 -1.0005987177148535e-05 0.0010565945261662645 -0.00024556036310766023 -0.0013922563213177271 0.0010385804703994428
leaf_count=602 10552 17304 14827 40563 1150 6480 3731 20107 29166 16855 4021 4154 3886 5690 22061 17749 2620 497 10273 6919 21814 5869 34382 10370 3793 25035 1735 11921 1127 6678
internal_value=0 -0.0772448 -0.080873 -0.14933 -0.271971 -0.0291011 -0.205132 -0.0703376 0.0309243 0.0620513 0.0852401 -0.0648128 0.10202 -0.246486 -0.300044 -0.10449 0.0797007 0.145928 -0.0858421 -0.121753 0.0507511 -0.338448 -0.0550251 0.0723097 0.101098 0.0810934 0.0230943 -0.192883 0.00155823 0.254149
internal_count=361931 249840 249238 118211 56302 131027 38998 98986 112091 82925 72373 61909 68352 35267 29577 78879 32041 1647 57755 47482 29421 27930 49209 57788 47418 43625 26770 29670 22941 10564
shrinkage=0.00294541


Tree=582
num_leaves=31
num_cat=0
split_feature=785 263 50 56 728 747 1470 728 1357 543 150 1237 1431 747 131 50 194 1469 54 1429 728 651 1091 1020 664 497 1108 1450 1470 728
split_gain=598.118 403.937 381.515 230.203 195.734 191.768 174.42 172.516 149.646 109.676 102.881 101.534 97.6544 90.677 88.2308 83.4799 122.863 81.0449 78.6873 77.5134 75.5296 93.669 78.9794 73.5029 70.8607 70.1058 65.3005 65.0121 64.3422 63.0671
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.79484543461230894 1.4298092310842805 1.0000000180025095e-35 0.34871943973277292 -0.67630721506970115 1.0000000180025095e-35 1.0000000180025095e-35 -0.64180087851808076 -0.42445565733332025 1.0000000180025095e-35 -0.49008176997875957 1.1107569744011787 0.69009342306031496 1.0000000180025095e-35 1.0000000180025095e-35 1.7001250133015622 -0.44392138696330297 1.2758925700186299 -1.1417127449306028 -0.49008176997875957
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 8 25 -2 -1 12 13 -7 15 17 24 -8 16 -9 -4 -12 -10 -16 22 27 -6 -5 -3 -25 -22 -14 -27
right_child=1 5 4 9 23 10 14 11 19 -11 18 -13 28 -15 20 -17 -18 -19 -20 -21 21 -23 -24 26 -26 29 -28 -29 -30 -31
leaf_value=-0.00019736375830403679 3.2688655995809508e-05 -0.00011575535315747201 0.00013219314367380933 -0.00010619423850040942 -0.00022611116607426854 -0.00010306969124126533 -0.00040984918100165149 -5.9479318821629874e-05 -4.9567461068323835e-05 -0.00031586277714173544 1.7218595709428021e-05 -0.00015911872530220008 0.00016330431115561993 -6.9025652300701335e-07 -9.8883382614369178e-05 0.00026002092048222226 0.00022171750089307096 -1.5172027716310332e-06 0.00015696254475070046 -0.00018344154239190795 -0.00037075868147684788 -2.6565827047641764e-05 -0.00012688686036556118 -5.2587293599389441e-06 -0.00029842088981621364 -0.00018938370027191058 -0.0001719786232652488 -7.9334884735981088e-05 -9.2262555761401504e-05 0.00016811701483158053
leaf_count=3396 4071 25438 13453 22911 22843 6034 17928 5311 20356 7098 12640 1877 2173 14284 6550 12185 6790 24289 18152 18586 28821 2865 4645 9589 6850 1339 13242 2224 22494 3497
internal_value=0 -0.126817 -0.168464 -0.271229 -0.0999911 0.0104265 -0.372963 0.171267 -0.0525454 -0.166859 0.10114 0.222437 0.00717121 -0.130807 -0.410821 0.25621 0.139636 0.0689884 0.144096 -0.15838 -0.360625 -0.404642 -0.443854 -0.226777 -0.204353 -0.118063 -0.140515 -0.494956 -0.0971917 0.0997905
internal_count=361931 332372 265272 118247 147025 67100 67104 29559 101351 51143 36826 26163 62409 44045 63033 24286 12101 37742 30792 38942 45105 38555 35690 45674 29761 30274 22831 31045 24667 4836
shrinkage=0.000700159


Tree=583
num_leaves=31
num_cat=0
split_feature=181 50 56 426 799 62 1462 1154 1091 789 263 846 1459 1227 530 125 1039 652 390 1469 1470 885 1047 1220 1458 885 804 809 886 1430
split_gain=195.473 159.524 232.294 117.019 98.1059 88.9139 84.9808 80.2539 126.396 73.5427 67.3948 64.6664 63.3195 64.3467 63.0275 56.4372 56.0746 53.3857 51.7741 65.2562 56.8571 54.9547 51.4345 51.423 50.3436 49.686 49.1504 48.5407 46.5107 46.4724
threshold=1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 -0.59869248298360589 -0.58454210970522613 -1.2811150420666217 3.4653406265423476 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.6445160113075163 -0.54805991195048998 0.53912233727729608 0.45217487547399066 1.0000000180025095e-35 1.5320262332576917 0.09239891315647368 -0.55024281929118113 1.0000000180025095e-35 -0.27986445781775149 -0.54249455620493203 4.8263866747680533 -0.54792828956536888 1.0000000180025095e-35 1.8460070869938618 2.9080136987884808 1.3537602816678871 2.6372809947782678 -0.56028990723182226 4.2254883379486126
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 23 -5 -1 7 8 18 14 12 -6 13 24 22 17 29 -13 21 -20 -21 -7 -3 -4 28 -17 -16 -11 -2 -9
right_child=10 9 3 4 11 6 -8 16 -10 27 -12 15 -14 -15 26 25 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0008544821291595453 -0.00042541004409161223 -0.00026048332583885378 -0.00050396005967560909 0.00055635067131686727 0.00034629627650849243 -0.0013245368038952939 0.0012366170622925435 1.1399044125603023e-05 -0.00018243906675501613 -0.000107797826417775 0.00038995957212923152 0.00013277795342788451 -6.3677257737788503e-05 -0.00016933539905014813 0.00035313884633988226 0.00045386762031310849 -0.00046589253676160264 -0.00028367557539863368 -7.0392015767804488e-05 -0.00047391210679670153 -0.0018052090508368539 0.0027096138430303964 0.00024170150081369624 -5.788171506837918e-05 0.00049536800163473124 -0.0017295460828111327 0.0010521997775508108 -0.0012448957434531645 -0.00088098691082648427 0.0023568372491717762
leaf_count=16891 14594 10669 16479 14860 17531 11969 1119 23292 18561 7351 3295 15077 13035 12632 28217 7506 11955 28316 5359 3222 3227 106 18039 21795 1323 302 3258 1429 30287 235
internal_value=0 -0.015128 -0.0458624 0.0116302 0.0529652 -0.136117 -0.107427 -0.117509 -0.19207 0.0700804 -0.149504 0.0198289 -0.166987 -0.202485 0.0955363 -0.0177067 -0.0444691 -0.0488484 -0.330706 -0.217627 -0.400087 -0.463116 0.0248864 -0.0918913 -0.248544 0.134793 0.158645 -0.108837 -0.264137 0.0149626
internal_count=361931 286765 217802 121866 83592 95936 79045 77926 42444 68963 75166 68732 71871 58836 60183 51201 35482 43393 23883 11808 6449 12075 28708 38274 46204 7808 31475 8780 44881 23527
shrinkage=0.0027211


Tree=584
num_leaves=31
num_cat=0
split_feature=198 785 728 803 519 1467 561 735 723 728 713 938 791 650 1049 588 43 470 567 1323 755 578 588 382 280 529 126 927 712 854
split_gain=188.334 168.223 152.183 129.291 107.18 109.218 106.1 105.621 104.951 96.3118 87.5559 110.507 92.8269 85.5339 76.9529 75.5263 74.0586 69.5676 69.2574 67.5082 66.0074 64.9673 64.6378 76.7003 55.3431 54.3544 54.204 53.7946 64.6906 55.75
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.85523949479533445 2.1420547332082829 2.6212945108504591 0.36051334308712851 1.356718709411544 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6923072129381651 0.87844652916135668 0.71188872395471614 2.2744972866152193 1.0000000180025095e-35 1.7811711699895054 2.7795285780820378 1.8349057301109672 -0.87905496296652397 2.250834115212506 1.0000000180025095e-35 -0.11501722407641483 1.4795591430507427 1.402259659649604 1.0483613175537825 1.0000000180025095e-35 -0.87473648844905705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 6 10 -5 -6 -1 13 12 -12 15 22 19 17 25 -19 -3 24 -11 23 -10 -2 -4 -9 28 29 -23
right_child=20 2 16 7 8 -7 -8 26 14 21 11 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00051536272032729586 -0.00014259493711804493 0.00019205791379602066 -0.00035609439996404831 0.00013095766791224085 -0.0004662213706314955 0.00063191645581050712 -0.0003353386110622207 0.0009709919772897753 0.0010399691518426409 0.00099297397802812775 -0.00014145027809928738 -0.00040169659095963924 0.00028069398704848141 0.00094010988783675188 -0.0001511050745209134 -0.00038707082056800178 -0.0011291830101350223 -0.00015618645909822948 0.00073620620546404952 0.0020631213356716066 -0.00092213083340646489 0.0010307035956838382 0.001924192938452983 9.3875600132710269e-05 -0.00051911600791396746 -0.0011288434693787249 -0.00077730291438802461 0.00092008002441758968 0.00041846530337242953 -0.00028289100707844949
leaf_count=2867 20422 17415 36364 32168 2706 3898 44946 4172 3309 3104 36937 25088 15698 2889 2296 5483 3551 40384 1875 379 7969 651 732 2910 19912 3862 366 2537 11509 5532
internal_value=0 -0.0189593 -0.035434 -0.00577214 -0.0325377 -0.0495858 -0.0595682 0.103738 0.144825 0.137021 -0.0235045 -0.0595838 -0.00702459 0.0835003 0.239175 0.0402806 -0.122085 -0.109633 -0.0499368 0.108697 -0.177242 0.178364 0.340673 0.275814 -0.145403 -0.189252 0.381457 0.13645 0.0976738 -0.0632209
internal_count=361931 313628 287428 201392 164686 152733 148835 36706 11953 26200 103889 77723 52635 26166 9247 23277 86036 82485 42259 17794 48303 23333 6951 6219 40334 40226 4538 20229 17692 6183
shrinkage=0.00218848


Tree=585
num_leaves=31
num_cat=0
split_feature=785 728 548 125 188 789 544 921 545 716 1022 1223 471 332 1470 1368 614 852 1292 1367 21 858 890 714 1238 723 783 50 665 50
split_gain=522.419 391.521 279.067 217.17 252.351 146.944 144.735 144.683 120.741 110.906 109.762 100.551 93.6344 92.5487 89.0507 87.0061 86.5524 82.693 82.6511 87.6479 80.4793 79.9888 70.1597 83.6471 69.8706 68.3466 66.0998 63.2282 63.0335 61.1443
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0525743831388839 -1.0372938969678034 0.39849607246918939 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 -1.0625654336828987 -0.22706799479215015 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 1.0825608069246189 -0.71339486274837316 1.0000000180025095e-35 0.75346069109806069 1.0000000180025095e-35 2.2099560249315608 0.55630078546380823 0.85652824257920523 0.55630078546380823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 14 7 18 10 -3 21 11 22 20 27 -2 -12 25 -6 19 -1 -10 26 -5 -24 -19 -4 -9 -14 -16 -22
right_child=1 8 16 5 17 -7 -8 9 12 -11 15 -13 13 -15 28 -17 -18 24 -20 -21 29 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.1413450603543603e-05 -2.1850724990911576e-06 -0.00028898816667692628 -0.00015189543803081473 -0.00040304931146335418 -0.0001139412498000558 -0.00013225792738332288 -5.8086123145196384e-05 0.00022580364552576235 0.00079961040411002059 -0.00013286851963036249 -1.0344801611890732e-05 1.0496502970252781e-05 -0.00024319810864464523 1.1886196851147008e-06 -0.00029395696814500465 0.00011603925430133545 -0.00010934695559322301 5.8250299589384604e-05 0.00026392661908320283 0.00019898996043448094 -0.00024904961698542488 -0.00015389119203824313 0.00016980110924963643 -0.00017622767279661976 -0.00013418571005589477 -0.00032912449992352166 0.00058867539714977757 1.9068235934088114e-05 -0.00010981362530778731 -0.00010922440976466333
leaf_count=4800 3969 28613 12460 3326 17158 14006 8361 8136 140 2145 25189 15136 12151 13690 23956 19432 27648 20060 10329 6069 31447 1008 1823 9199 5734 14765 1108 2833 6179 11061
internal_value=0 -0.129689 -0.0853834 -0.0491608 -0.138041 0.00911385 0.149501 0.0395444 -0.254593 0.233936 0.00546427 -0.0942546 -0.208733 -0.113239 -0.295118 0.0647005 -0.232904 -0.0412869 0.234779 0.114683 -0.278744 0.315707 -0.227884 -0.158461 0.028615 -0.334444 0.371453 -0.249231 -0.343283 -0.285979
internal_count=361931 332372 232437 177564 77056 100508 29559 86502 99935 12397 74105 29484 71322 28674 34104 44621 54873 42952 21198 10869 42648 10252 14348 11022 25794 27225 9244 14984 30135 42508
shrinkage=0.000728446


Tree=586
num_leaves=31
num_cat=0
split_feature=785 728 1445 519 872 727 728 871 804 595 1469 1298 1430 1237 1022 878 612 382 1160 1361 56 188 789 1461 689 978 269 588 1454 1047
split_gain=587.386 391.878 272.045 228.23 189.357 171.436 168.237 147.566 144.466 115.234 107.082 123.765 186.991 96.2405 89.1727 99.6719 86.9235 86.3392 84.7266 89.0956 84.0448 87.8679 77.4193 75.6525 70.0008 67.1373 65.1368 63.9918 62.3833 58.8062
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 2.1420547332082829 0.85297537480346686 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 0.45538871002063286 1.0000000180025095e-35 -0.9998032076890585 1.0000000180025095e-35 1.0000000180025095e-35 1.4298092310842805 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.3640729456269281 -0.4288425582216272 1.8476456806077526 -0.36806838854686125 2.250834115212506 3.4974816677026177 2.3738149868247693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 -5 -1 10 -6 16 -2 12 -12 18 15 -4 20 22 19 -8 21 -3 -7 -13 -22 -26 -16 -19 -14 -11
right_child=1 9 14 5 8 17 13 -9 -10 29 11 23 28 -15 26 -17 -18 27 -20 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00021138459556272821 4.2694427634752867e-05 -0.00033795894394196243 -0.00035858772152749704 -0.00017577985697526431 -2.1758471082031864e-05 0.00044945669853191893 -3.8254968082798614e-05 -0.00019746964838570507 0.00019658209628255191 -0.00034363712535792992 -0.00029989984533556344 -2.0172976771833711e-07 -7.5312465625149643e-05 -0.00016647920674288472 -0.00019331936717397087 -0.00015094612322718003 -0.00032535454485991768 3.0676921489375869e-05 0.00026797755841832642 0.00021714118309684128 4.9517680136969663e-06 -0.00014584085450434849 8.9075950524001522e-06 -0.00014569285098794325 -0.00016751627228715134 0.00014346456676960263 -4.5830446349745921e-05 0.00055469855795348675 0.00059149828395853147 0.00016572186310449163
leaf_count=3396 19115 14021 14713 2776 20337 4023 5692 24807 9684 19629 15997 37068 20955 1877 14279 15253 10255 3973 12557 6037 11133 17959 985 10684 24495 1749 17001 519 268 694
internal_value=0 -0.132822 -0.0885094 -0.0489426 -0.071597 0.201851 0.162946 -0.107686 0.07082 -0.257771 -0.0759282 -0.108726 -0.204199 0.21363 -0.220104 -0.317648 -0.222406 0.319347 0.246628 0.126722 -0.196257 -0.288981 0.488976 -0.0427405 -0.130373 -0.193885 -0.144414 0.125417 -0.0874164 -0.433625
internal_count=361931 332372 232437 171191 158915 12276 29559 128894 30021 99935 104087 84972 37220 26163 61246 29966 79612 9500 24286 11729 69357 31980 5008 47752 37377 26244 31280 4492 21223 20323
shrinkage=0.000743015


Tree=587
num_leaves=31
num_cat=0
split_feature=785 728 479 519 872 728 1009 727 804 1431 1467 723 595 791 809 608 588 1309 746 734 735 382 1091 706 547 689 608 50 1154 1450
split_gain=519.066 387.039 275.937 235.28 207.295 182.942 169.929 153.319 138.748 137.863 129.201 120.763 118.662 114.414 99.8868 103.191 93.3696 89.9351 94.6106 89.3555 83.2529 82.7905 77.6445 73.8359 73.4827 69.539 66.294 65.2792 65.0617 67.4019
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6834386678921571 2.1420547332082829 0.85297537480346686 -0.90320472132347296 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 1.0099929608726099 2.6212945108504591 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 0.81883784246325297 1.0000000180025095e-35 3.0820683777490774 3.1554326354961759 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 1.4078093546699517 -0.4288425582216272 0.66665475971017707 1.0000000180025095e-35 1.0000000180025095e-35 0.88343564287383192
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 6 -5 9 23 19 10 11 -2 17 20 15 -15 21 18 -3 -6 22 -7 26 -1 27 -20 28 -9 29 -13
right_child=1 12 -4 5 8 16 -8 24 -10 -11 -12 13 -14 14 -16 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014320161311359819 3.7596601163063771e-05 -0.00025065323683589062 -0.00022054545717967324 -0.00019012397157473662 -2.2778713081391438e-05 0.00025738779678231226 -0.0001959424117470969 0.0001292742698790183 0.00025632633718817102 -0.00019050705181626219 0.00025015205873282797 -0.00035778658890693371 -0.00031049388801923937 -0.00028015349587902388 8.6604820064342956e-05 2.0089473603400468e-05 0.00043523688623837905 -2.7050257113456014e-05 -2.1182121597138301e-05 0.00026219241042064865 0.00029772670568387001 -9.6043063320898128e-06 -7.9177158279767566e-05 7.7472077487277018e-05 -0.00017119682599678679 -0.00017210409871855643 0.0001472814180297763 0.0003131144448017341 -0.00014296989570537232 3.9937698998721495e-05
leaf_count=5567 23888 33118 29168 3033 29101 4673 30017 8125 4673 18249 2815 9828 20323 5596 12613 5522 2412 10098 9947 2263 869 4054 29425 6984 1040 26449 1026 7843 12042 1170
internal_value=0 -0.132344 -0.0883431 -0.0644162 -0.0853847 0.173376 -0.120357 0.146051 0.0513092 -0.0884021 -0.0613711 -0.0740104 -0.256505 -0.113586 0.00564981 -0.148767 0.282211 -0.220595 -0.252497 0.000250624 -0.165859 0.189114 -0.177053 -0.0193604 0.271365 -0.179357 -0.270743 0.30553 -0.297556 -0.433714
internal_count=361931 332372 232437 203269 189097 14172 153060 29559 36037 123043 104794 101979 99935 78091 23731 11118 11139 79612 69514 31364 54360 8727 53491 12551 17008 36396 24066 15968 23040 10998
shrinkage=0.000714163


Tree=588
num_leaves=31
num_cat=0
split_feature=1423 1426 1453 799 21 970 885 869 797 727 131 1429 659 1469 746 602 1470 1154 703 1122 566 1453 705 633 83 203 729 789 1023 125
split_gain=193.676 168.105 107.775 107.76 119.306 106.776 100.061 91.5158 78.0383 75.8127 73.0789 72.9743 63.7697 63.58 63.0793 60.6863 60.4223 57.8698 55.9783 55.5414 55.3771 54.1137 52.5673 50.756 50.6491 52.8163 50.216 49.4664 49.3002 49.1647
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.9142027959396961 -0.58454210970522613 -0.70163543588998201 -0.33482593523350052 1.0000000180025095e-35 -0.57653763495970078 0.63961785378869596 1.0000000180025095e-35 -0.37314326152536875 1.0000000180025095e-35 0.62821384419828064 0.31418336311431067 1.0000000180025095e-35 1.0000000180025095e-35 -0.22317433721296279 1.0000000180025095e-35 -0.142542076094995 0.54214313360808164 1.3740459360865918 1.257127198603895 0.99715813669032338 -0.77899086806337892 2.1827992373410878 0.76899764363570677 0.75637635299260908 1.1248358748350926 0.36003600613833892 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 9 13 24 26 -8 12 -1 15 19 23 18 17 -2 -15 -12 -5 22 -10 -17 -7 -9 25 -3 27 -6 -16 -11
right_child=10 2 -4 4 6 11 7 8 20 29 14 -13 -14 16 28 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.229192969326531e-05 -0.00097164719327945794 1.316967560126649e-05 0.00052768501050850744 0.00013193632404656159 -3.6613803710848731e-05 -0.00023793265440253615 0.00038674064049936893 -0.00033741094345451168 -0.00049946245224392059 0.00025248761964093781 -0.00083029414545760557 -0.00065861237701938299 -0.00034855844626395434 0.00014329152731859472 -0.00020809854369606282 -0.00050404659035677547 -0.00095222258313029152 -0.00019881862807361459 0.00066297571921057001 -0.00070232036646375212 0.00047210566410104277 0.00065287378925384055 0.00047003037837395177 0.00023784319495247455 0.00081648880950714142 -0.00045667195776017262 -0.00052267770199917649 -0.00069723182815879673 0.00034462201060763683 0.00080828425092837664
leaf_count=13508 13872 29164 4955 10885 20245 18868 15012 5571 14416 7826 10789 27897 9050 6569 16938 15369 2516 10550 13043 7144 1613 1328 3654 28073 1687 11318 20362 3842 6017 9850
internal_value=0 -0.0149325 -0.0884799 0.022789 -0.00154244 -0.106063 -0.0324063 0.0128675 -0.0253882 0.133368 -0.147552 -0.172494 0.0205322 0.116209 -0.0921741 -0.245611 -0.0506733 -0.190338 0.172091 -0.096761 -0.152713 -0.156936 -0.0446078 0.0613707 -0.0232062 -0.0400667 -0.117377 -0.0560339 -0.0174589 0.223423
internal_count=361931 287068 104687 182381 151197 99732 118184 73735 58723 31184 74863 57563 42694 33013 44294 30569 9085 21339 23928 29666 16029 16697 22522 33644 42169 40482 44449 24087 22955 17676
shrinkage=0.00251388


Tree=589
num_leaves=31
num_cat=0
split_feature=785 263 50 56 1362 333 1470 728 1469 543 1237 181 519 871 1470 131 547 150 728 651 830 1160 1361 955 1357 927 1147 1091 890 1450
split_gain=598.093 411.782 372.111 212.157 205.182 186.599 174.284 158.113 135.28 116.363 100.735 100.508 95.4671 93.5546 92.3403 90.5145 88.5395 81.2614 79.5376 89.0364 79.4354 77.8516 93.0434 75.2385 74.5348 73.3903 71.9596 69.868 67.4995 66.6543
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.49008176997875957 -0.61819632934197222 1.0000000180025095e-35 1.4298092310842805 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -1.1417127449306028 -0.67630721506970115 0.55489234843406188 -0.79484543461230894 -0.49008176997875957 1.1107569744011787 1.1506748530419184 1.0000000180025095e-35 1.0000000180025095e-35 -0.56067130660624642 1.0000000180025095e-35 1.0483613175537825 1.0000000180025095e-35 0.69009342306031496 -1.3230736206490437 1.2758925700186299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 8 23 -2 -1 24 13 21 14 17 28 -6 -8 20 -7 -17 27 26 22 -9 -3 -4 -14 -10 29 -5 -20
right_child=1 5 4 9 11 12 15 10 16 -11 -12 -13 25 -15 -16 18 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018185393089666267 4.8329048160038963e-05 3.7701772656279273e-05 0.00011291522162945335 -0.00020764556196389903 0.00011254628596281483 -0.0001450040482076518 -0.00041554227382537863 -2.0846978128267187e-05 -3.2624763139331206e-05 -0.00032678313535020037 -0.00015533526053566641 -0.00027542647494777463 0.00029476274877730151 -0.00024264552861061301 -0.00012936427095603609 -8.3770183954923064e-05 -0.00020162960150290992 8.0294186057908257e-05 -0.00037113048210495948 -2.0996990060451334e-05 0.00011925941916439189 0.00027508271248992633 0.00023451951241809383 -0.00011976428239352316 -3.6999475621294434e-05 -5.7218408056095282e-05 -0.00019977698824584495 -0.00013008626048013682 -2.3049895152842712e-05 -6.2242964520318599e-05
leaf_count=3396 4071 9900 19268 6863 4007 4306 17928 5692 32653 7098 1877 12650 6002 9294 41177 6550 10686 23289 28821 2865 6068 12557 6037 22188 12191 1415 8325 4645 27888 2224
internal_value=0 -0.11154 -0.153754 -0.255689 -0.0860627 0.0271275 -0.354151 0.186519 -0.0254682 -0.155566 0.235212 -0.190549 0.122044 -0.118352 -0.145499 -0.39235 -0.0878351 0.0673758 -0.341256 -0.386737 -0.0515194 0.268752 0.153999 -0.0926209 0.0802791 0.312727 -0.0856204 -0.425391 -0.0723392 -0.474128
internal_count=361931 332372 265272 118247 147025 67100 67104 29559 89191 51143 26163 57834 35012 44045 45184 63033 57732 27595 45105 38555 47046 24286 11729 32088 31459 7417 40978 35690 34751 31045
shrinkage=0.000728446


Tree=590
num_leaves=31
num_cat=0
split_feature=785 728 548 125 188 727 789 921 470 1022 1223 716 471 188 1470 852 1368 470 858 547 889 50 194 1238 665 890 714 821 783 1100
split_gain=560.348 401.986 296.899 224.486 262.668 162.561 141.061 143.609 118.24 117.963 113.823 106.247 99.5303 95.9674 86.9864 84.004 83.7942 83.7706 82.8312 75.8399 75.0884 73.1423 71.9633 71.6146 69.2951 67.9151 86.0176 66.9269 65.8184 65.5426
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.39849607246918939 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 -0.22706799479215015 1.0000000180025095e-35 1.0000000180025095e-35 1.0825608069246189 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.75346069109806069 0.85652824257920523 -0.71339486274837316 1.0000000180025095e-35 -1.0305144854359449 1.1155635910225459 1.6293515030253838
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 14 20 7 9 13 10 25 18 -10 -3 -2 -6 -11 -4 28 21 -1 22 -7 -17 -16 -5 -27 -14 -9 -19
right_child=1 8 17 6 15 19 -8 11 12 16 -12 -13 27 -15 24 23 -18 29 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=8.3686297477742253e-05 -2.6758747180949696e-07 -0.00036698268921217043 -0.00025229384722340179 -0.00041593190283589998 -0.00011070823082165732 -8.2538068743059041e-06 -0.00012586835012740746 0.00021553708167612761 -0.00018928912458098196 6.2212770756396827e-07 2.2345767726997342e-05 -0.00012389760520176182 -0.00027404933211150687 -0.00019440345968880211 -0.00030303726804219719 7.02697775045083e-05 0.00012977887808441639 -7.7937896187881253e-05 -0.00016062388868367684 -0.00016927341956533604 -0.00016010768380824147 0.00035649424337188949 0.00027767152125916154 -0.00013274853467339464 -0.00010183008709345852 0.00017932348037571756 -0.00018545091927769559 8.6686374641011288e-06 0.00049809315204808768 -0.00029146834543314955
leaf_count=7707 3969 21291 26733 3326 17158 3458 14006 6922 34843 25189 15136 2145 3204 27280 23956 20060 19432 22462 1008 1040 4844 7843 4667 5734 6179 1823 9199 13317 2322 5678
internal_value=0 -0.12048 -0.0755767 -0.0381857 -0.128669 0.16825 0.0210991 0.0509064 -0.247343 0.0169051 -0.0865005 0.244564 -0.177042 -0.338516 -0.289015 -0.0297797 0.0783945 -0.227929 0.324501 0.296405 -0.00248875 0.330788 0.199161 0.0407166 -0.336702 -0.228352 -0.160253 -0.0456431 0.381191 -0.150225
internal_count=361931 332372 232437 177564 77056 29559 100508 86502 99935 74105 29484 12397 51364 48571 34104 42952 44621 54873 10252 17008 12551 15968 8125 25794 30135 14348 11022 16521 9244 28140
shrinkage=0.000757875


Tree=591
num_leaves=31
num_cat=0
split_feature=548 785 125 50 1076 728 194 789 150 727 747 902 539 1469 933 670 858 326 497 830 694 529 962 815 622 1362 476 578 1470 540
split_gain=196.34 175.001 157.924 193.354 114.596 101.444 113.851 100.309 90.1592 89.6182 87.7691 83.9258 80.6073 77.2298 75.4979 70.8822 69.2997 68.0208 67.4449 67.0263 66.2572 60.8843 56.6154 56.604 54.5209 53.033 52.356 51.6865 48.5343 52.4193
threshold=1.6327850790471963 -0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.1248358748350926 -0.51906793619709324 1.0000000180025095e-35 0.34871943973277292 3.4436453420943347 0.6695026854463163 -0.64180087851808076 0.68806224955729689 1.0000000180025095e-35 1.0825608069246189 1.0000000180025095e-35 1.7001250133015622 1.1051077777455331 1.7728219641349714 1.0000000180025095e-35 -0.38912969094538602 1.0000000180025095e-35 -0.49547856980637506 1.0000000180025095e-35 -1.316508667510939 -0.87905496296652397 0.99891538979333971 0.35001124564692748
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 11 20 15 8 -4 27 -8 13 -10 25 16 22 18 23 -14 28 -3 26 -7 -2 -12 -5 -6 -1 29 -15
right_child=17 2 7 4 21 6 10 -9 12 -11 24 -13 14 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078165638657809401 -0.0010223564985596143 0.00019933983713983121 -7.3783816636903738e-05 0.00038787008839657637 -0.00056007541714393316 -0.0003022350626383886 -0.000447268777732999 -0.00033720483255596505 4.8684176903994041e-05 0.00054121647449679674 0.00049698618926256367 0.002436707645445727 0.00056652901841448995 -0.00019246602585423607 -4.6983288517482943e-05 -0.00096762813893334877 -8.0314265010215382e-05 -0.00023396555936724476 0.0012743592389270573 0.00036051759653531537 -0.00051414214112368998 -0.00050105278410823525 -0.00084435502813573309 -0.00043304278765137096 -0.00015474983618055823 -6.8134448771259068e-05 -3.8956525770275219e-06 -0.0001269415694481964 -0.00058630563432692906 0.00017602536148047756
leaf_count=1452 13139 11635 20498 18530 5628 18425 20582 9457 14512 15754 4140 306 10558 29028 4182 17252 2406 22495 3532 7470 5048 17042 10997 13130 8145 8506 21115 9568 5018 12381
internal_value=0 -0.0216383 -0.0383849 -0.0688344 -0.0164951 -0.151949 -0.190207 0.0478511 0.0804688 0.135368 -0.0995031 0.0287247 0.139835 0.024332 0.217014 -0.281402 0.276519 -0.192136 0.328575 -0.0236214 0.00244019 -0.109414 -0.20947 -0.293378 0.0317096 0.112491 -0.0477799 -0.00115321 -0.0547533 -0.0310606
internal_count=361931 313167 286393 221248 125024 96224 79541 65145 55688 26774 32867 81239 35190 80933 20678 46674 16496 48764 14090 53897 16683 43785 29422 26269 12285 27036 26743 11020 46427 41409
shrinkage=0.0022769


Tree=592
num_leaves=31
num_cat=0
split_feature=1100 616 269 846 263 1154 1367 1458 1464 1011 669 620 402 1430 746 1361 785 740 1221 1182 1392 1400 600 1451 1454 1457 1437 639 626 728
split_gain=188.644 165.803 154.219 132.023 87.3403 88.0384 128.297 78.6425 72.8209 73.5451 71.6832 70.342 69.2266 68.3093 59.232 75.4625 58.188 56.5097 56.5995 53.2228 55.0732 52.8193 51.8815 51.8007 52.7921 48.2014 47.7123 47.5117 46.0116 44.9665
threshold=1.6293515030253838 0.57091520978742472 -1.2832447556410924 -0.36744562254266105 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.8460070869938618 0.31682752303935818 2.2221924123088783 1.0000000180025095e-35 -0.43590413231259101 1.0000000180025095e-35 0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35 -0.38035204659413802 2.6399776226761449 1.0000000180025095e-35 -0.48412722842049588 3.1172922039692916 0.073403127583947431 1.9298763698135348 0.54872951183746299 3.8331818028246452 0.68635126017805159 2.8257610812025367 0.59612490936021401 2.4241237248032239 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 8 5 6 16 10 9 14 23 -7 -6 21 15 -4 -5 18 -16 20 28 -3 -13 24 29 -8 -14 -21 -2 -1
right_child=19 13 3 4 12 11 25 -9 -10 -11 -12 22 26 -15 17 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002230056986567025 -0.0003814904795817432 -0.00038626444571246974 -0.0005425936190742159 -0.00038514582391315036 -0.00018541997102244949 0.00033837686912248724 -0.0001764297708936993 0.00056194553617027322 0.00053185733131471617 0.0010102364968466839 -0.00078654359502207003 -9.108841127544288e-05 0.00051775206060550327 -1.5448670841628041e-05 0.00044072964004662551 0.00013467063853482699 -0.001057708892705633 -0.0012944046682338388 -0.00012970642128080863 -0.00056818452130051936 0.0034372882598739398 -0.00093488657315889915 -0.0012656867893193827 0.00025535315171741087 0.0032002942119189232 0.00056055228173888685 -0.00094930876865576127 -0.0012546156436769927 0.00099324650385303453 -0.00079540350783515129
leaf_count=22129 16443 21708 12194 10663 9138 16657 21515 3520 22978 2996 15396 28586 15280 11851 22915 15387 13888 781 8320 22937 148 13555 1585 7219 131 3726 741 8237 1172 10135
internal_value=0 -0.0200178 -0.000575011 0.0242666 -0.0212039 -0.0527892 -0.120503 -0.108299 0.0862667 0.048732 -0.132341 0.0101855 0.0811489 -0.148551 0.0316798 -0.0452567 -0.250899 0.0884743 0.101975 -0.186614 -0.0814653 -0.20327 -0.0512734 -0.0811796 -0.122857 -0.0216029 0.1559 -0.253455 -0.0961792 -0.130146
internal_count=361931 312994 265880 207350 121779 96620 49792 58530 85571 62593 55010 46828 25159 47114 59597 27581 24551 32016 31235 48937 17763 35263 30171 39614 32395 25241 16021 31174 17615 32264
shrinkage=0.00288765


Tree=593
num_leaves=31
num_cat=0
split_feature=43 1169 785 872 746 1154 804 1298 678 1463 1469 1465 50 1361 678 1436 192 810 1470 846 816 710 1462 61 982 562 1469 996 597 497
split_gain=182.977 150.528 140.972 123.759 110.635 134.512 108.545 92.2243 84.9664 76.0321 74.5831 72.72 70.481 69.0947 64.7846 62.0444 60.5915 57.2421 56.9762 56.3561 56.0578 55.7673 53.9966 54.6136 54.9955 53.7995 52.3749 50.5922 50.185 49.2493
threshold=1.0000000180025095e-35 1.0643747975631468 -0.86283290253235112 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 0.45538871002063286 1.0000000180025095e-35 0.34708990927187483 -0.11337658786490251 -1.2791237062730081 0.37973282798721492 1.0000000180025095e-35 0.55035703183932794 1.6243751288565669 1.0000000180025095e-35 1.0000000180025095e-35 -0.65819684525605759 -0.21528988736130925 -0.48273133918595618 4.1763022496218918 0.44168008893566513 4.0723155983858552 1.0000000180025095e-35 3.2926812086428403 -0.62108998981142427 -1.3263328046252252 1.0565563832172893 3.1596628491584919 1.656418941702585
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 4 5 7 -5 10 11 14 -4 29 26 15 -8 -3 17 27 20 -18 -12 -1 23 24 -14 -7 -2 -10 -9 -6
right_child=12 13 3 6 8 25 9 28 16 -11 18 -13 22 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00057634797996128253 0.0011310363309420149 -0.00068707476970250321 0.00053975008831955238 5.194982632939094e-05 -0.00027050020835145459 0.00024092367475267247 0.00043357880448975509 -0.00019101954592177248 -4.9114674826027399e-05 0.0011410570929468156 -0.000673903325095433 0.00025810055579319438 -0.0001114854940186038 9.811688352120957e-05 -0.0016665091871248643 -0.0002322023220031354 0.0011994404144472792 0.00033799304053374197 -0.0013028275071465367 0.00033224703500561454 0.0028058649349023963 -0.00028136303341887424 0.0021887749423970954 -0.00057007191271231481 0.0025211514061327469 -0.00020713813423771295 -0.00064933708888217023 -0.0011304628723819651 0.0027718548120939986 0.0002659285428644529
leaf_count=17476 521 24233 1130 25961 42172 12408 6681 9689 7134 5414 10482 13845 26216 11294 451 27303 2804 11842 11969 6544 130 2747 269 12951 253 28206 34567 1435 156 5648
internal_value=0 -0.0121008 0.0114788 -0.00597954 -0.0323747 -0.100729 0.098805 -0.223458 0.0129088 0.250772 -0.319072 -0.0342036 -0.142166 -0.117386 0.111631 -0.157783 0.0967933 0.0356177 -0.359312 0.224887 -0.225525 0.174478 -0.0803458 -0.0881494 -0.0310249 -0.0237792 -0.228769 -0.0844837 -0.047727 -0.0745394
internal_count=361931 287154 224324 204101 165594 74170 38507 33556 91424 12546 23711 61665 74777 62830 7132 51536 29759 20411 22581 9348 10612 20223 39689 39420 26469 40614 35088 8569 9845 47820
shrinkage=0.00266775


Tree=594
num_leaves=31
num_cat=0
split_feature=785 1235 728 288 125 50 1223 1229 727 1467 194 852 21 471 706 1452 789 647 590 401 21 497 1458 21 470 1470 921 716 876 20
split_gain=481.849 351.447 253.838 184.912 184.681 183.731 158.47 178.064 153.302 118.366 102.253 99.0486 95.4954 90.7717 79.5198 77.6665 77.1107 75.4987 88.4967 74.2944 71.3002 71.5403 71.0418 70.5523 68.5583 73.7643 68.4207 98.4199 66.4835 66.2519
threshold=-0.86283290253235112 -0.94625487755706195 1.0000000180025095e-35 -0.88954490044674173 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.8567296589757825 1.0000000180025095e-35 -0.22706799479215015 -0.70163543588998201 1.0000000180025095e-35 0.62672487627420737 -0.76841635434299438 1.1248358748350926 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -3.9164670491403295 1.5729800777409018 2.8238293063641735 1.0000000180025095e-35 0.66595742291584703 -1.3664195657027294 1.0525743831388839 0.39849607246918939 1.0000000180025095e-35 -0.68386138364126381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 6 3 -3 5 10 7 -2 14 12 22 29 15 20 -1 -8 24 18 -15 -19 -4 -22 -5 -10 -6 -26 -13 -28 -14 -7
right_child=1 2 13 4 16 11 9 -9 23 -11 -12 26 28 17 -16 -17 -18 19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00016974890683760257 -0.00047707035331347755 -0.00018763127907513397 0.00085832774177803329 -0.00021580466663173421 6.8338613629463562e-06 8.4388177069590428e-05 0.00018396354097527422 -0.0001995558553869395 9.1128906293004686e-05 0.00052289271811311927 -4.7202690130320444e-05 2.9755560699386015e-05 -0.00016016706312612397 -8.0123885555320349e-05 8.8352951104892893e-05 -0.00010435648901773954 -9.2952263231651307e-05 -0.00022278373382825443 0.00061946752995944467 -2.6443892385624317e-05 -0.00025146870740748971 2.4625822155719476e-05 0.00041064359574291266 0.00030279620209391656 -0.00086270953019403898 0.00017613405795527851 0.00031120176470125798 -0.0002669997292264728 -0.00033245577216712917 -0.00012853959171218782
leaf_count=5567 17944 21961 132 30747 9911 5052 3529 23051 6893 692 21184 30023 26753 1276 6984 16979 5138 12835 806 11751 37584 2913 493 10115 179 18751 4467 926 10145 17150
internal_value=0 -0.126089 -0.084233 -0.0438082 -0.0188181 -0.0627484 -0.245201 -0.369918 0.142422 -0.175882 -0.160333 0.0115001 -0.188044 -0.20461 -0.0231742 -0.0656071 0.103036 -0.106916 0.273054 -0.14296 -0.275463 -0.28245 -0.252147 0.267809 0.14162 0.207897 0.0744632 0.274369 -0.255219 -0.0977381
internal_count=361931 332372 233279 165982 144021 110042 99093 40995 29559 58098 52424 57618 57406 67297 12551 20508 33979 26668 2082 24586 40629 40497 31240 17008 28841 18930 35416 5393 36898 22202
shrinkage=0.000804263


Tree=595
num_leaves=31
num_cat=0
split_feature=785 728 1445 852 896 728 184 595 928 1298 1361 612 1304 322 784 21 746 970 200 692 1154 608 638 1469 746 1361 1436 954 202 1047
split_gain=486.277 358.311 269.377 191.932 168.634 148.064 113.322 112.473 107.994 95.3778 106.921 92.1546 85.9973 84.8161 82.6856 82.2725 80.2572 79.5775 71.4473 69.6333 64.9994 64.4271 64.0387 63.7193 59.4065 58.4403 98.1635 56.7342 56.7248 55.9766
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 1.0747610123934368 -0.43454379769620094 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.52992354128753727 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2519738572323926 1.4725277493311824 0.9594655836162902 -3.9164670491403295 1.0000000180025095e-35 -0.25012360103839287 -1.281871280663196 -1.0353775541481285 1.0000000180025095e-35 0.66665475971017707 -1.9689564536147179 -0.48837130887337593 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.6974842511353683 2.3738149868247693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 -1 23 11 25 10 -7 13 20 15 19 -3 -10 22 -14 -5 -4 -8 -17 -6 -20 26 -2 -27 -11 -9
right_child=1 7 12 14 6 9 21 29 16 28 -12 -13 18 -15 -16 17 -18 -19 24 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00017882346341171671 -0.00012960641609725354 0.00074515368776001986 -0.00030633646831809366 -0.00019302998964571013 4.1400832239790415e-06 -8.4958710417950306e-05 -0.00018223485044544882 -0.00029060746617074493 -0.00010474912013357249 0.00021100929844393795 0.00015643674125682275 -0.0002804354691927832 -0.00023138667224058759 -0.00029943369659048494 0.00021242925784806704 0.00048157601508389426 2.017961667664755e-05 -0.00016280611826736035 -0.00014519745856536505 6.5639833293063742e-05 -0.00014331442642144299 -3.8541768909488058e-05 -6.7209283655963789e-05 -8.5551134562989598e-05 -1.9116529236419332e-05 -1.0119891891078498e-05 0.00013522144940493949 0.00022308413134824862 -0.00024678481276792875 0.0001439808592893438
leaf_count=3396 4844 160 12020 2195 23089 5858 27538 19629 17425 13640 6212 10255 7813 6014 5657 333 19698 30839 13736 14573 11721 7028 32011 35199 15956 2395 5150 6400 453 694
internal_value=0 -0.126309 -0.0839392 -0.0445223 -0.0725478 0.143471 -0.128695 -0.246239 0.0147051 0.191243 0.0623177 -0.211266 -0.215095 -0.184236 0.126411 -0.16198 -0.050347 -0.166925 -0.153672 0.0538806 -0.331371 -0.229593 -0.092517 -0.0750698 -0.10923 0.137881 0.028028 0.252092 0.302879 -0.420943
internal_count=361931 332372 232437 171191 148766 29559 92854 99935 55912 26163 12070 79612 61246 69357 22425 63343 37123 63183 37505 16768 23741 34566 32344 58288 29692 18789 9994 8795 14093 20323
shrinkage=0.000646839


Tree=596
num_leaves=31
num_cat=0
split_feature=681 1147 785 728 659 728 784 990 1458 1464 50 56 1465 667 1458 1449 689 614 56 119 737 1465 1359 1457 1452 1430 1285 832 1455 21
split_gain=186.706 156.513 129.816 118.586 115.475 84.1255 83.5026 68.3633 67.8664 65.1768 64.9949 67.7266 63.9575 62.2646 61.7792 61.4119 60.0303 58.6396 54.9628 51.5008 50.3297 49.5418 49.4356 48.9373 57.1117 47.9239 47.0331 45.3507 44.4859 43.0634
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.62821384419828064 -0.49008176997875957 0.9594655836162902 1.09266583130301 0.20667703603638712 0.64223275086548759 1.0000000180025095e-35 1.0000000180025095e-35 -0.52774419131799011 1.0000000180025095e-35 3.0919731056735245 0.47799573524751798 0.86385367930994306 -0.75411934043310735 2.4671720876882079 1.4918152506281495 1.4683293454868511 0.37973282798721492 1.8113258030550952 0.63151525041848589 1.1844650239005572 1.0000000180025095e-35 2.2712867920001698 -0.25634174320871761 3.4968546965963623 -2.9709283393608152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 8 16 10 23 11 -4 18 21 17 25 -8 29 19 -2 -10 -5 28 24 27 26 -3 -7 -12 -14
right_child=12 15 3 13 -6 9 7 -9 20 -11 22 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00050931281818565838 -0.00085649356878320429 -0.00045116332030088459 -0.00050139706371039286 -0.00020034915748513127 -0.00024223285103537064 0.00051783501133753716 0.00032172256586654756 0.00083795535584448954 0.0001458141852994794 0.00096961335742995112 9.2573960675182589e-05 -4.6284540884747567e-05 0.0031852393691597877 -0.00044414987633815652 0.0014982899079438602 2.0169638220772132e-05 -0.00032326593517909122 -0.00014485400074593316 0.001208104582886238 0.00035793606580575608 0.00073270050604613683 0.00020554895196809439 -0.00055431643372706708 0.00091325352764172712 -0.0010108002310128407 -0.00022931150325085849 -0.0011189939963053177 -1.7408538091884642e-05 0.0014906023245229354 -0.00070264893761942725
leaf_count=2383 14319 18214 15869 34462 28043 7246 18165 4204 27987 3799 39393 19643 47 24831 452 13352 3711 18598 287 896 3313 9528 2733 2326 804 25746 4217 6055 408 10900
internal_value=0 -0.0188635 0.00302768 -0.0129301 0.0155282 0.150932 0.0406374 0.143459 0.0142989 0.192362 -0.0201724 -0.0934229 -0.183576 -0.0968663 -0.120409 -0.126961 0.0965793 -0.135438 -0.315395 -0.341181 0.0945067 -0.0483529 0.0315116 0.136586 0.0908275 -0.167502 -0.253725 0.122093 0.0490626 -0.29855
internal_count=361931 316432 254903 232290 163469 22613 135426 26080 109346 20230 78046 35512 45499 68821 29997 61529 21876 29545 15502 15215 31300 43990 42534 16431 14105 48177 22431 13301 39801 10947
shrinkage=0.00223225


Tree=597
num_leaves=31
num_cat=0
split_feature=785 728 548 852 125 395 705 470 896 921 497 689 470 464 727 211 723 705 1307 497 962 1457 889 50 470 354 1100 478 954 1023
split_gain=570.566 386.321 297.282 212.628 188.602 170.314 150.846 116.57 115.333 113.417 103.956 97.5824 85.4046 84.6279 83.0233 82.9515 81.1392 80.2132 77.8449 75.824 72.4712 69.983 67.9109 62.1477 67.0186 60.5399 60.0712 59.0035 57.1747 55.7331
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 0.024944846130704988 1.0000000180025095e-35 0.42670496010513392 0.62154522891879982 1.461728259125324 -0.4288425582216272 1.0000000180025095e-35 1.0000000180025095e-35 -0.682906484622256 -0.50711126274173024 1.0000000180025095e-35 0.51747580830848527 1.0000000180025095e-35 2.1570521254726853 0.78457125397875782 0.65078176182541914 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5225780964414024 1.6293515030253838 1.0000000180025095e-35 0.98873640907070304 6.1500100900864334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 16 22 13 10 18 15 -9 -4 -3 -11 -6 -2 -12 -5 28 23 27 -1 24 -8 -19 -14 -7 -13 -18
right_child=1 7 12 9 8 21 20 11 -10 14 17 19 26 -15 -16 -17 29 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.7581170344828319e-05 -5.6264879594975505e-05 -0.00034064576780832933 -0.00024359068600676405 0.00010462391349743943 7.2556543750836012e-05 -5.1847982029693573e-05 1.8076495907954266e-05 -1.659808407554002e-05 -8.7430399615882047e-05 -0.0001102222730837412 1.4080098726361558e-05 -0.00020867517224958134 -7.61977644748123e-05 -0.00018599326915920292 0.00034641036112179459 -4.8845678091835975e-05 -0.00026731990417693105 0.00021587668654561492 -0.00010659009997714445 8.5979572054698368e-05 -8.1348949002991129e-07 9.2105696032630146e-05 -0.00016202583749505247 0.00033460233461492993 0.00028374431413689981 0.00069013409318197528 -0.0002732175906447785 -0.00023790081950883775 9.5584964019141923e-05 0.00094238836929731392
leaf_count=6168 6668 22241 26733 11760 19542 24978 3789 13869 26590 988 4717 33719 22462 26330 4795 30540 24220 5167 5856 2359 3082 6149 4462 7901 4157 553 5678 4971 1417 70
internal_value=0 -0.119841 -0.0758149 -0.0383752 -0.0673114 -0.157238 0.171724 -0.244381 -0.00887409 0.137434 0.0388263 -0.174543 -0.228351 -0.335084 0.371811 -0.000276959 -0.292083 0.213485 0.0555124 -0.23639 0.27834 -0.0678892 -0.0189985 0.332839 0.209457 0.361862 -0.149848 -0.110245 -0.265353 -0.35912
internal_count=361931 332372 232437 177564 154165 67056 29559 99935 87109 23399 60519 51364 54873 48571 5783 50082 30958 10437 17616 37495 18929 36098 10630 15847 7946 5720 28140 29949 35136 24290
shrinkage=0.000728446


Tree=598
num_leaves=31
num_cat=0
split_feature=134 1375 959 785 852 1469 21 423 1466 21 755 791 864 717 921 710 539 1465 878 1457 1051 1458 669 746 1430 928 1461 492 791 777
split_gain=183.112 161.279 160.117 128.563 125.983 125.484 93.2051 94.1398 87.3006 81.2194 72.9468 68.7779 88.4582 68.0407 68.5701 63.9438 62.9261 62.249 61.3308 61.0855 60.1468 59.189 62.6908 59.0212 62.4271 55.8638 50.3537 49.8269 49.5573 48.8211
threshold=1.6445699455742113 0.59806352348768188 -1.2907225086880219 -0.86283290253235112 1.0747610123934368 -1.2083100587446829 -3.9164670491403295 0.2014999529365322 0.37829601484295772 -0.13431221002227373 0.89810127471441203 1.0000000180025095e-35 1.0000000180025095e-35 0.47434941765559457 0.62154522891879982 1.3536697095467554 1.0000000180025095e-35 -0.40523020188868136 1.0000000180025095e-35 0.76401250021676426 3.5926503781727646 1.5460827014339922 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.52992354128753727 2.5032120688259147 -0.59344703431401602 1.0000000180025095e-35 -0.80151533518870444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 17 5 9 -7 11 19 -5 21 12 20 -6 28 -14 18 -4 -2 -3 25 22 -1 24 -13 -8 -21 -18 -15 -12
right_child=16 8 3 4 13 6 7 -9 -10 -11 29 23 15 14 -16 -17 27 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.9804172342879398e-05 -0.0012356704236421736 -0.00065742013919387586 9.4926330432533852e-05 0.00081523061018744041 2.5352062569733381e-05 0.0029837678023924303 0.00024748027260212627 -0.00030983056302538964 0.00010351076339976605 1.4783010832513586e-06 0.00010231569957341009 -0.00026423996946551588 -0.00057017947097020129 0.00014122924041436386 0.0012058765865167948 0.00044690488974784889 9.1485338227794319e-05 0.00068929542827113268 -0.00048162501268929857 -0.00012126611412586186 0.0035225157329978867 0.00052407132965523169 -0.0007016554504302257 0.00071912068155596126 0.00035410518785815336 -0.00012674374564230828 0.002040180218348165 -0.00049442824211320653 0.00095786329870788903 -0.00080324607989492875
leaf_count=25155 11814 30089 8625 7384 10540 243 19512 49719 9493 6684 2879 10473 15397 7262 3836 2109 8442 13517 12495 4595 148 3544 9133 5438 12001 35847 361 15317 2942 16937
internal_value=0 -0.0183008 0.000465681 0.0248556 0.0064733 -0.0154699 -0.0346595 -0.0371181 -0.148359 0.164244 -0.113221 -0.000803902 -0.034871 0.142319 0.229481 -0.165083 -0.181297 0.171954 -0.286239 -0.20434 0.0068162 -0.0584199 -0.0907482 0.0890176 0.0361258 0.00310691 0.0219224 -0.103372 0.142652 -0.24372
internal_count=361931 313863 269325 211677 189535 164955 150887 150644 44538 14068 57648 100925 73013 24580 14040 17506 48068 22142 24309 35045 55507 37832 34288 27912 22474 55359 4956 23759 10204 19816
shrinkage=0.00266775


Tree=599
num_leaves=31
num_cat=0
split_feature=1371 1431 50 56 188 685 785 1470 789 859 1384 21 278 740 200 126 1431 1454 422 789 501 678 651 146 487 1454 901 1400 290 21
split_gain=178.921 159.994 132.858 175.804 101.488 89.5725 83.5571 80.4716 75.3869 71.5867 66.3835 61.8342 61.769 59.586 61.5154 53.9561 52.4675 51.6705 50.5075 50.2638 49.9769 48.7657 48.4445 47.73 47.1623 45.5024 45.382 44.0659 43.7851 43.7739
threshold=1.0000000180025095e-35 1.0099929608726099 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 0.58104764358843186 -0.86283290253235112 -1.2008461188180046 1.1248358748350926 -0.54135187694831066 -0.54105933982058041 -0.70163543588998201 -0.21545472005641872 1.0000000180025095e-35 -0.97734522064874174 1.0000000180025095e-35 -0.69841165295377261 -0.98478334500156417 -0.62169295753774134 1.1248358748350926 0.54718914296084142 2.9016603484412591 1.1107569744011787 2.888475460910541 -0.34065064732011568 1.3030628896944136 1.1569676249764409 4.2443788008852126 -1.1041049633469298 -3.2545899522946695
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -5 -1 17 19 -6 25 -9 14 -2 -13 -15 -4 -3 28 -20 -17 23 24 -19 26 -11 -25 -8 -12
right_child=13 18 8 5 10 -7 9 12 -10 11 29 15 -14 16 -16 21 -18 22 20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00013245471553345768 -0.001041872001457585 -0.00056489904061427236 -0.00092215418376246966 0.00050213850318913593 0.00021015341287536509 -0.00026694903896684472 -0.00033897905149237313 -0.0006809691950576969 -0.00021941571561442502 0.00042220545904523193 0.0028404454771036015 -0.00026400179491787754 -0.0002958069738879556 0.0001206387690255217 -0.00040571220651289036 9.9123553830014489e-05 -0.00035001737403270964 0.00041653772793402922 -0.00011443432603104238 -0.00024164268876683117 -0.00059147576494724763 -0.00073822242985268076 -7.7485462660832356e-05 0.0012141301021464494 0.00013986159218392028 -0.00066085682165504254 -0.00038051091230968258 0.007930184443167447 0.00035917060656191665 -0.00020986114600715538
leaf_count=5837 7191 14512 801 9211 12973 16672 2205 22244 8046 11109 73 22676 26186 7213 16104 19424 17809 23460 27080 3578 6975 1266 7299 711 22988 1021 2035 20 22258 22954
internal_value=0 -0.0156834 0.00391058 -0.0251672 -0.105826 0.0274446 0.0505893 -0.179158 0.0851219 0.0302188 -0.0212043 -0.0132585 -0.21709 -0.169154 -0.264341 -0.0507449 -0.0963726 0.111951 -0.141224 0.113911 -0.0960505 0.0213982 0.119177 0.143389 0.135011 0.114141 0.150232 0.65656 0.146574 -0.0933941
internal_count=361931 313614 265047 201722 90267 111455 94783 54267 63325 85572 36000 57531 48430 48317 23295 43366 25022 55279 48567 28041 34055 20690 54478 47179 46448 14165 13144 731 24463 23027
shrinkage=0.0021035


Tree=600
num_leaves=31
num_cat=0
split_feature=184 746 1465 1237 1154 859 62 789 1469 1436 1431 1028 866 923 651 50 1458 393 705 3 758 582 608 1016 507 792 792 547 1464 1467
split_gain=175.161 116.22 109.173 113.765 108.604 103.83 79.8576 77.8884 73.4498 70.4592 70.2183 68.7642 66.8665 124.206 65.1936 63.3814 61.5174 61.5077 59.5927 70.785 57.4042 80.9359 72.7805 81.8532 61.2621 55.2979 53.6629 50.0291 48.5184 53.8554
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.873316917895123 0.5723095224056084 1.0000000180025095e-35 -0.54135187694831066 1.0000000180025095e-35 1.1248358748350926 -1.2673214316849539 1.0000000180025095e-35 1.8641952677858011 -0.35861621905537377 0.5880156106821478 -0.86449023226567734 1.1107569744011787 1.0000000180025095e-35 -0.24405659694353735 3.586627169628581 1.3612027609086828 -0.25460874904254233 1.7946960378661232 1.0844420916666788 1.0000000180025095e-35 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 1.0000000180025095e-35 2.2607263609058417 0.49460926715684689 4.1209713034531967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 8 7 15 17 -2 -10 12 -8 14 -14 20 -3 -5 18 19 -1 22 24 23 -7 -22 -16 -24 -13 29 -6
right_child=1 6 -4 16 28 10 11 -9 9 -11 -12 27 13 -15 25 -17 -18 -19 -20 -21 21 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.1191740481017389e-05 0.0005110570255719033 -0.0005797127045388484 0.00071681620272545318 -0.00056538980327635474 -0.00035182860918026498 -0.00063679089586879466 -0.00028607720244510287 -0.00030855772074021522 -0.0010549235434562407 -0.00043384923483542171 -0.00065240878908172872 0.00025914368503398617 0.0010425443725232762 5.7003213935661297e-05 -7.5797789563569154e-05 -0.00010901925370053861 -7.5475771416636913e-05 -0.0014488344184978939 0.0008814649997383753 0.00036474962233122717 0.00027869325167542621 -0.00072228157491381422 0.00024737927443370481 -8.055565102121673e-05 0.001373403418107316 -0.00079174493665212656 -0.00013232080344497644 -0.00054870203869779137 0.00016281257807872492 0.0020539128984307879
leaf_count=19658 1234 14614 4743 15661 27959 14987 11603 6472 18310 11246 5885 21588 3165 29251 5007 20198 14114 571 3408 31707 8910 1707 16198 16953 1369 5694 20127 2479 6897 216
internal_value=0 -0.0992383 0.0034327 -0.00399337 -0.177804 0.0139633 -0.0409252 0.0838625 -0.302454 -0.335573 -0.0218361 0.0266279 -0.0119588 0.0685884 -0.043366 -0.122113 -0.138726 0.109436 0.116109 0.0979489 -0.0214145 0.115692 -0.0465257 -0.130702 0.189183 -0.199538 0.0148292 0.0843826 -0.0971854 -0.141378
internal_count=361931 136344 225587 220844 65862 191069 70482 61816 30790 29556 129253 35670 123368 32416 90952 34812 29775 55344 54773 51365 80251 11986 68265 31940 10279 10701 36325 24067 35072 28175
shrinkage=0.00232243


Tree=601
num_leaves=31
num_cat=0
split_feature=51 1423 519 933 1467 1357 713 785 921 783 965 858 982 588 21 925 746 533 474 629 909 792 136 575 1455 1464 21 1470 728 1249
split_gain=171.336 147.316 107.811 117.731 108.151 108.897 97.4792 148.376 137.151 145.082 103.277 97.3946 84.5664 84.5606 75.274 90.3263 68.1239 93.7993 63.0531 60.3106 60.4093 56.7865 55.2075 55.2005 53.9929 53.5004 54.3909 51.7464 51.1735 48.6473
threshold=1.0111847875080273 1.0000000180025095e-35 2.1420547332082829 0.68806224955729689 3.6863561541855714 1.3962008022525787 1.0000000180025095e-35 -0.86283290253235112 1.0525743831388839 1.1155635910225459 -0.67489880803012814 1.0825608069246189 3.5955928533842081 0.71188872395471614 -0.70163543588998201 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 1.0000000180025095e-35 -1.1928461031053261 1.0177766212561699 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.72809816964645935 1.0000000180025095e-35 -3.9164670491403295 -1.2363261431504455 -0.49008176997875957 0.062519650000812846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 5 6 14 -8 10 -10 12 13 19 23 29 -16 17 -12 22 -9 27 -18 24 -4 -2 26 -3 -21 -15 -1
right_child=18 25 3 -5 -6 -7 7 8 9 -11 16 -13 -14 28 15 -17 21 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00099744629215550457 -0.00054337739425373963 0.0032361276930307947 0.00012257362354556914 -0.00045534230994106903 0.0010304453558722926 -0.00045815853200455902 0.00043847722558641207 -0.00086027676777472258 5.8074550981241094e-05 0.0011320087269041405 -0.000629477569445796 -0.00058008165910022696 0.0039697014466589294 -4.8221449371518483e-05 0.00046962926613168987 -0.00020839612784108252 0.00044231839112739531 -0.00019893095226064842 -0.001049640579067639 0.0009773538003603414 -0.00043412534297892862 -0.00020066127261763561 5.308490189094941e-05 0.00093058305573880335 9.2992020399882433e-05 -7.5510510372611049e-05 -0.00045810193846653737 0.00013305249283844273 0.0019714158381540321 0.0002263345505066298
leaf_count=5893 33344 90 4163 3320 2724 19925 16318 2951 17486 4487 33456 1595 143 401 11174 12428 5916 41615 6729 2217 5577 12141 9354 5241 5557 23298 39048 28680 2066 4594
internal_value=0 -0.0114871 0.0109433 0.164424 -0.00249497 -0.00817033 0.00559059 -0.0162029 -0.03857 0.115344 -0.066271 0.247067 0.0258245 0.308479 0.107762 0.0430943 -0.107406 -0.139944 -0.153527 0.0190904 0.0397725 0.00369729 -0.127563 0.220714 -0.169654 -0.114702 -0.169574 0.0768931 0.630635 0.259004
internal_count=361931 306947 244511 16786 227725 225001 205076 170987 154669 21973 132696 13466 39568 11871 34089 23602 93128 75071 54984 39425 36474 18057 48255 9404 38901 62436 39138 30897 2467 10487
shrinkage=0.00261544


Tree=602
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 652 1437 1152 60 959 884 789 809 667 620 864 665 263 915 1043 545 734 1465 685 815 820 615 497 795 647 348 1220
split_gain=169.206 360.16 276.066 130.627 115.419 100.03 93.9943 87.7635 96.948 77.9986 75.7927 75.7755 75.1665 73.2685 69.1525 67.6903 62.8243 61.5385 58.8084 57.6225 57.8999 59.0342 56.3552 56.2414 53.9285 52.6472 51.9689 59.7112 50.2576 49.6259
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -0.55024281929118113 0.72713696786055593 1.0000000180025095e-35 1.0000000180025095e-35 -0.98621059485438678 0.66905551989196432 1.1248358748350926 1.0000000180025095e-35 1.473346372007182 -0.28959903995613662 0.72275257928592751 3.0858555402564884 1.6445160113075163 -0.69634109810039713 -1.2240551896020802 1.0000000180025095e-35 3.0820683777490774 0.37973282798721492 0.58104764358843186 0.67237773758774566 2.6461010908889477 -0.59108387774323179 1.2988238104382279 -0.29258408639884992 -0.87782724458594241 -0.93990304671613967 0.5538688235692526
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 12 6 9 15 -4 10 11 -9 13 -2 17 26 18 -1 -5 -3 20 21 25 -18 24 -20 -19 27 -14 -29 -7
right_child=3 4 7 5 -6 29 -8 8 -10 -11 -12 -13 14 -15 -16 -17 22 19 23 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0016856511845783774 0.00041178023827581812 -0.00031580731910082842 -0.0011022038369799571 -0.00035898951126333282 0.00032179349220969841 -0.0003950411906945732 -0.00059959755117608253 -0.0007256101652475406 0.00044138814192538461 -0.00035866430671941492 -0.00026665779260708121 -0.00044262525412322321 -0.00040216025523789683 -0.0002232455481310227 0.0014269907787373168 0.00050614333380721735 0.00011155593965444701 0.00013287297284449539 -0.00015516681393105226 0.001658379006467841 0.00049582878849611575 -0.00027590464451186623 0.0020453251790721301 0.0013284627341996367 0.00026099018373127488 0.00068262723253603296 -0.00015226017786780635 -0.00029207433777356381 0.0004838779816048018 0.00013640240141910844
leaf_count=903 25387 21955 15718 5959 19795 28745 10246 38520 2144 12581 14065 8205 3084 13542 760 4709 3051 34397 19820 573 12722 8779 316 729 12135 4369 18343 2801 12029 5549
internal_value=0 -0.0850991 -0.217738 0.0121446 0.00248263 -0.026953 -0.0429399 -0.263695 -0.226761 0.00664614 -0.251019 0.0292205 0.0911007 0.0475445 0.0288812 -0.0117472 0.269446 0.0769114 -0.0358484 0.0953489 0.0883752 0.0533339 0.139927 0.0172208 0.00320581 0.0865768 0.0143719 0.0962293 0.152715 -0.13215
internal_count=361931 164106 74717 197825 89389 135421 69594 70447 54729 101127 52585 88546 62404 80341 37017 59348 4270 66799 54639 60840 60267 47545 3367 32684 31955 38766 36257 17914 14830 34294
shrinkage=0.00232243


Tree=603
num_leaves=31
num_cat=0
split_feature=545 1097 785 332 188 705 1470 550 705 602 539 1430 728 733 1361 1449 1469 852 21 50 497 1469 1436 1023 846 409 1467 588 652 1455
split_gain=450.06 326.727 278.986 222.904 258.295 160.032 143.818 121.001 119.449 108.528 136.239 107.897 104.993 103.338 91.0527 87.5542 86.5045 84.9458 79.2529 77.0551 76.2773 68.6454 65.0017 65.3698 63.6125 62.1567 60.754 59.9945 66.8388 59.188
threshold=-1.0372938969678034 -0.95342879297703587 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.86010604286694103 -1.1417127449306028 1.0000000180025095e-35 0.12773391649824176 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 2.3938204998800492 0.55035703183932794 0.79506610846124859 0.56596522099280067 1.0747610123934368 -0.70163543588998201 1.0000000180025095e-35 2.2206245932530155 -0.63393269545937792 0.60428344764309971 6.7933405438584433 -0.49041705362884253 1.0000000180025095e-35 3.8567296589757825 2.250834115212506 -0.98896428961744431 0.14145834482007744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 8 4 12 13 -2 9 -3 10 -1 -8 -4 16 15 22 24 21 29 -10 27 -6 23 -14 -5 -23 -13 28 -7 -11
right_child=1 2 3 5 17 20 11 -9 19 18 -12 26 14 -15 -16 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0004659695873877772 6.6621152105106909e-05 1.168577250622812e-07 -1.5866608675973173e-05 9.5149724828469035e-05 4.2639013078265463e-05 0.00026974125437929507 -0.00031056450282215744 -3.2902686087728328e-05 0.00012674680722358852 -0.00013910710282794003 -0.00020839476107545156 -0.00014458289638932126 -0.00038862172426807457 -0.00034623528264441825 -5.3490760307943114e-05 -4.6711131017335395e-05 -0.0001053226437569902 0.0001430404072202948 -0.00021684558186510009 0.00035248350094693195 0.00033135884707167975 -6.1380142134312592e-05 -0.00014539614593757984 0.0010946857534872394 -1.927329317273723e-05 -0.00026404325504915681 0.00056632248019874737 0.00028347715328554146 1.7544586578679089e-05 7.3155208780009408e-05
leaf_count=16754 6537 8129 6632 16538 12806 2661 19805 12442 7812 12052 20008 28566 23043 3058 5652 3954 19031 6317 27317 7124 3069 21570 4338 59 35990 5342 283 2757 16799 5486
internal_value=0 -0.051514 -0.017353 -0.0444679 -0.127576 0.0167003 -0.210274 -0.235526 0.190186 -0.272295 -0.383183 -0.25575 -0.267548 -0.0315591 -0.322652 -0.379615 -0.0181199 -0.0283112 -0.203972 0.299908 0.147989 -0.0649178 -0.432885 -0.493057 0.0228105 -0.126497 -0.175845 0.107956 0.0689313 -0.0871535
internal_count=361931 267872 212681 189616 89713 99903 55191 94059 23065 81617 36762 48654 43678 74617 37046 31394 71559 46035 44855 14936 25286 39718 27440 23102 52528 26912 28849 22217 19460 17538
shrinkage=0.000773033


Tree=604
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 727 729 1376 705 728 50 21 803 194 1470 852 202 651 1455 1461 1450 964 50 706 588 150 341 470 652 735
split_gain=456.001 351.46 273.932 238.509 153.228 142.476 132.34 120.763 120.565 116.229 115.886 111.679 93.2545 85.2913 79.4089 78.1826 77.8666 76.2622 74.242 74.6334 73.8347 72.1372 71.5071 67.5743 64.7594 61.3734 61.3201 60.3086 59.6862 59.5265
threshold=-1.07329023030195 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.75637635299260908 0.77119633676297117 0.62883063453998334 -0.49008176997875957 1.0000000180025095e-35 -0.70163543588998201 1.9682860324222273 1.0000000180025095e-35 -1.3427662161477687 -0.22706799479215015 0.56345046278266753 1.1107569744011787 0.72809816964645935 2.3659731523752021 5.5426090097491345 0.80745641784395206 1.0000000180025095e-35 0.99377002365102085 2.250834115212506 0.055745403873175357 1.3462168560862613 1.0000000180025095e-35 -0.55024281929118113 3.1554326354961759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 3 4 9 23 7 12 25 -3 13 18 15 14 -1 -5 26 20 19 -12 21 -11 27 -2 -10 -4 -6 -7 -8 -17
right_child=1 2 8 6 16 22 28 -9 24 17 11 -13 -14 -15 -16 29 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020822422043386568 -0.00010160752524435631 -4.7793256633305747e-05 -7.6408429343526407e-05 -6.9226094013121592e-05 -2.7063734832018126e-05 -1.8614315738062003e-05 -3.8776473198977977e-05 -0.00012359709379641327 8.3018689890675847e-05 -0.00032833092681658631 -0.00010610607893842157 -0.00018650150646997514 0.0002457163682594397 -0.0001928073819639787 -0.00041380378325719854 4.0929005340007896e-05 -0.00025273247244662293 -3.5905340642609622e-05 0.00017217312762207444 0.00043196333463541665 0.001033895999085968 -0.00012693594160925154 0.00030336511358616119 0.00011850888024349147 0.00029309028792106744 5.467768600284812e-05 -0.00022868729288028582 0.00022941906382751326 -0.00018042209092512904 0.00045072701066859112
leaf_count=612 6865 8132 18931 18566 26526 3867 11936 17109 15367 33514 15580 32998 3496 20885 15959 31942 6483 3399 3336 638 89 5881 8153 4927 3474 12594 4710 4501 20790 671
internal_value=0 -0.0512324 -0.0786478 -0.118445 -0.20886 0.158442 -0.0544068 -0.00844948 0.0486514 -0.301736 -0.240034 -0.176702 0.0345672 -0.353145 -0.51919 0.0121578 -0.112263 -0.358268 -0.0409449 -0.110944 -0.393401 -0.399858 0.280473 -0.00669802 0.168329 -0.029576 -0.0726317 0.151132 -0.173823 0.0691491
internal_count=361931 271923 243610 193244 88734 28313 104510 71784 50366 51015 90008 52552 54675 37456 16571 51179 37719 42883 19554 16218 39484 39395 16521 11792 18841 31525 31236 8368 32726 32613
shrinkage=0.000728446


Tree=605
num_leaves=31
num_cat=0
split_feature=388 869 1442 705 1464 612 1465 1375 1362 1361 1436 1469 393 1292 1461 1450 1464 409 1445 1449 1450 1461 402 1452 1452 1466 1454 1458 736 1449
split_gain=169.871 145.795 98.8501 102.076 84.0138 76.5494 72.8918 68.3994 69.2849 68.1586 100.365 72.257 67.1 65.5482 63.4461 66.9142 60.5246 59.0701 59.0117 57.5419 57.4463 56.9911 54.4863 54.2824 85.0096 64.1882 57.4861 54.1379 54.1028 53.1725
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2625182715263061 0.99715813669032338 0.33722957473813192 1.0000000180025095e-35 0.56487967955244278 -0.27377523386692942 1.0087403405179345 0.55035703183932794 1.0000000180025095e-35 -1.3066623469784679 1.9306075413196593 1.0000000180025095e-35 1.2257192582534573 -0.53388413047336081 0.35193241984319928 2.6516684467515113 1.6380901172106308 -0.60265504473968601 -0.53957858280654969 -0.3640729456269281 2.9541164636104842 -0.24841517094851182 -0.29256690109767597 0.12232233282839861 -0.90309121467478037 2.4356060858615711 1.470578089058822 0.35230925177867972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 4 6 9 14 8 -2 10 11 -3 -11 -13 17 19 -6 20 -1 -16 23 -22 -5 24 26 -26 -4 -9 -12 -28
right_child=7 5 3 22 16 -7 -8 27 -10 12 28 13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-7.3901840244523925e-05 -0.00010323656819979376 0.00068219895176555262 0.0010561492252087667 0.00048248224586246239 0.0012875561996087445 -0.00069345599559568353 0.00036299662244868464 -0.00068668338599935325 -0.00080615853740611187 0.00023546938565639742 1.9910708429552167e-05 -0.00092800555248134027 -0.0013315799482345148 -0.00029205963586129824 0.00013507442484692815 7.7248422329444368e-05 0.00024208680159074175 -0.00098290358182435956 -0.0006251425571625666 0.0021418194848649916 9.396304613819081e-05 -0.00044285947365038284 -0.00086788842562255254 -0.00068609870875472527 0.0028331340541834552 -0.0012529419124937618 -0.00049418402712955419 0.0010363432476721418 -0.00080773647382111329 0.000494210223218443
leaf_count=26763 35811 1305 1052 26221 1797 14218 12784 26998 8545 17081 31614 17208 1026 11223 814 5164 30522 3709 11872 1070 38007 8270 969 9743 481 180 11089 622 3701 2072
internal_value=0 -0.00824018 0.0242751 0.0464894 0.020687 -0.0817119 -0.0119722 -0.136929 -0.0793334 -0.0580966 -0.0944569 -0.201374 0.05568 -0.23238 -0.0359635 0.154219 0.111112 -0.05456 -0.0809068 0.487021 -0.0427723 0.000853794 0.159749 -0.12645 -0.0463655 0.67681 -0.0820522 -0.233248 -0.0192723 -0.121001
internal_count=361931 289955 192579 153944 126754 97376 94435 71976 44356 83158 65051 29736 18107 28431 81651 7048 32319 74603 38635 1884 70894 46277 27190 24617 14874 661 14213 27620 35315 13161
shrinkage=0.0027211


Tree=606
num_leaves=31
num_cat=0
split_feature=184 1430 1367 1469 789 652 12 194 1290 60 1442 815 809 519 785 470 1312 1459 864 982 43 1449 744 705 21 395 892 1456 1458 1447
split_gain=163.709 148.085 309.179 193.243 124.619 110.188 91.9286 89.3392 78.9137 76.2423 68.5791 72.7319 72.2212 63.1699 62.6171 58.5634 57.9486 61.1769 56.6807 53.3815 51.5265 51.3294 50.2743 50.2265 49.2645 48.4491 47.4973 47.1699 46.9363 46.5677
threshold=1.384368771371848 1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 1.1248358748350926 -0.98896428961744431 -0.18873746307022768 0.58307762070518543 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.67237773758774566 1.0000000180025095e-35 2.1420547332082829 -0.38035204659413802 1.0000000180025095e-35 0.070442490816905373 0.49900387419946662 0.72275257928592751 3.0854258727671673 2.2744972866152193 0.60588132381810589 1.0000000180025095e-35 0.78301424009128839 1.0000000180025095e-35 0.66415532897360485 0.59794297480505565 1.0000000180025095e-35 0.12934318160464789 3.2308323512590786
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 29 5 -3 8 9 18 20 19 12 14 16 -12 25 17 26 27 -5 21 -4 24 -9 -6 -2 -8 -7 -14 -1
right_child=15 4 7 10 22 6 13 23 -10 -11 11 -13 28 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00024139956320744661 -0.0010043537556024831 0.00051102742234214221 -6.6413765148582449e-05 -0.0010544901714816348 -0.00028191086207963718 0.00022384519974093378 0.00025643261305349736 0.00015902302784719655 -0.00038138849044655975 -0.0006670318033308915 -0.00045308810047518404 0.00043126776543651754 -0.00041845671022074164 0.00085847530213202386 -0.0010652853326697225 -0.00026340457546823889 -9.4819426572326386e-05 0.00074119752410865792 -0.00036950384431216866 0.0020773203795062295 -0.0010350960124681872 0.00041332030356314533 -6.450853629314764e-05 0.00072695000931859957 -0.001073290657082091 -0.00016893556723907691 -0.0004445365227711921 -0.00025657748499062375 0.00048986929757286108 0.0016716470814313366
leaf_count=4541 14561 19737 40020 20926 6468 34607 28563 15526 21880 8287 12220 2153 7229 4091 17026 16837 19138 7118 9203 230 2156 8894 10064 6284 4619 3390 4007 8929 2535 692
internal_value=0 -0.0143783 -0.0689995 -0.197332 0.0258938 0.0465555 0.0243418 0.0153261 -0.0287292 -0.0322531 -0.243564 -0.193063 -0.221055 0.0827345 -0.288364 -0.1875 0.064026 0.108457 0.0157235 -0.378452 -0.00307718 0.00957324 -0.129755 0.124233 -0.23462 -0.298488 0.0685793 0.0485745 -0.0630154 0.171618
internal_count=361931 327143 148719 67552 178424 157273 137536 81167 74619 59357 62319 41163 39010 62917 29246 34788 58826 39688 52739 21156 51070 48914 21151 21810 11087 17951 32570 43536 9764 5233
shrinkage=0.00266775


Tree=607
num_leaves=31
num_cat=0
split_feature=785 728 617 125 50 727 210 941 1470 595 1022 791 1430 705 837 1309 21 858 789 1398 933 873 1453 706 652 50 470 21 953 689
split_gain=439.556 376.29 251.824 185.935 210.995 155.904 143.65 123.166 106.189 103.361 99.1948 104.554 101.984 88.738 86.2792 85.2552 88.0639 82.9873 83.175 81.0277 77.0628 75.8754 75.3037 69.7224 68.7599 68.6618 67.03 65.2727 62.9119 63.2834
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.99359572996627399 1.9607587081991176 -1.2599794927054064 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.53032444210442742 0.26717396260092557 0.81883784246325297 -3.9164670491403295 1.0825608069246189 1.1248358748350926 0.44312978011646392 0.68806224955729689 2.242218440812676 1.3493607039916962 0.82104289547369691 -0.55024281929118113 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 -0.4288425582216272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 23 -5 10 -2 15 12 17 -8 -13 22 16 -3 18 20 28 -12 -14 24 -1 -6 26 -7 -10 -18 -30
right_child=1 9 -4 6 14 25 7 -9 27 -11 11 13 21 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00014199755109334269 4.1055956083696899e-05 0.00075804743627084668 -0.00022109633682700734 -0.00015114537546756748 8.3599069307935134e-05 -3.7223319167913208e-05 -0.00017173836229865982 0.00024038995866628747 0.0010899731712555143 -0.00031937924162960289 0.00011133329147273736 3.4475279083334477e-05 -1.7643305680486996e-05 0.00025588707665454268 -0.00014150267351983916 -2.5664182747974773e-05 -0.00023090508294976985 -0.00015944418778445418 -9.8823546134050878e-05 -0.00032007626958555221 -9.397386422562279e-05 0.00040461593321545417 0.00023337404680148243 8.7590774825068262e-05 -7.4446065441996642e-05 0.00030402141292207427 0.00023769021119228261 -0.00024839250682748022 1.2545881017065404e-05 -0.00016197155255585585
leaf_count=6473 3973 199 30424 15641 10322 3971 15025 5167 68 20323 21294 8825 18500 7788 15137 10098 26562 6456 9110 13951 5251 958 2993 6078 19994 8442 4595 35511 7980 20822
internal_value=0 -0.121844 -0.0782384 -0.0548224 -0.132962 0.135495 -0.00366926 0.0229639 -0.268506 -0.244959 0.00564052 0.0532231 -0.0838855 0.184663 -0.04838 -0.211437 -0.242729 0.000906538 0.0377394 -0.248265 0.0921395 0.00738039 0.0081549 -0.0319001 -0.023964 0.262524 0.136556 -0.315195 -0.210508 -0.142848
internal_count=361931 332372 232437 202013 87998 29559 114015 98374 39552 99935 93207 58724 34483 16613 48446 79612 69514 42111 35655 69315 26545 19458 33309 12551 30316 17008 8566 35579 55364 28802
shrinkage=0.000773033


Tree=608
num_leaves=31
num_cat=0
split_feature=785 728 125 257 755 728 200 1470 595 519 727 376 735 50 194 126 526 56 50 1166 837 689 978 320 1237 1459 734 588 134 1047
split_gain=472.062 356.135 257.277 328.178 160.516 140.802 129.77 114.983 112.553 104.825 104.547 99.5556 97.3321 90.8269 145.941 88.4966 87.2796 86.87 107.545 81.5199 75.1987 73.9785 71.0566 69.7762 69.267 63.4572 61.8602 61.6544 60.1514 59.2463
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.8349057301109672 -0.49008176997875957 -0.97734522064874174 -1.2126727935954851 1.0000000180025095e-35 2.1420547332082829 -0.682906484622256 1.2189113891555967 2.2560756724538602 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 -1.2508507625752519 0.28337507072371809 -0.4288425582216272 1.8476456806077526 0.88160724310766836 1.4298092310842805 0.57266329086659318 3.0820683777490774 0.71188872395471614 1.35321484427453 2.3738149868247693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 6 -1 25 -2 17 12 -11 27 15 14 -7 26 20 18 -3 -9 28 -19 -23 -21 -15 -4 -8 -12 -5 -10
right_child=1 8 4 16 -6 13 9 19 29 10 11 -13 -14 24 -16 -17 -18 21 -20 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017922642257861462 -5.4326198195377095e-06 -0.00026067955158486528 -0.00010997152993534915 5.8221516034063839e-05 -0.00018953986868009554 -0.00010915783533599826 -5.1856404501433054e-05 -0.00042122105970469133 -0.0003051440597063027 -0.00012559600109150276 9.4461600470020687e-05 0.00055621077692959511 0.00028155917702110835 0.0002520977941296511 0.0001895685269851384 5.4611149045633565e-05 -0.00016118367125821933 3.1061318432515851e-06 -6.2184410747752027e-05 -0.00025723810067336018 -9.917087642745016e-05 -0.00015621534799485496 0.00013288859096611245 -8.1448464916243019e-05 -0.00012223799623229826 4.7441090048904811e-05 0.00037089138749794295 0.00038038318669531999 -0.00013037528931182204 0.00018140885148287521
leaf_count=3396 5332 27370 25891 24401 11839 5655 37179 8709 19629 2081 6112 1258 2355 12185 7288 33718 11075 12502 9270 27897 13812 28509 1961 7161 1035 6728 617 1716 4556 694
internal_value=0 -0.1101 -0.0677042 -0.154236 -0.0101243 0.156237 0.00974294 -0.307225 -0.230386 0.0484923 0.220339 0.306128 0.0202603 0.202674 0.0837032 0.00652585 -0.0502622 -0.195254 -0.285211 -0.353219 -0.0107756 -0.131604 -0.192808 -0.307867 0.318154 -0.106505 -0.0625953 0.224898 0.046271 -0.40642
internal_count=361931 332372 232437 102943 129494 29559 117655 49099 99935 85036 11167 9086 73869 26163 12943 71514 53844 79612 36640 43767 42769 42972 30470 35058 13220 32619 37796 7828 28957 20323
shrinkage=0.000700159


Tree=609
num_leaves=31
num_cat=0
split_feature=545 785 332 188 540 727 257 125 194 1323 728 803 1449 1092 664 1361 567 872 1459 942 728 930 50 194 1464 1454 706 789 1023 1436
split_gain=477.719 391.682 303.903 366.595 209.282 135.176 129.138 139.191 122.719 124.951 116.726 108.606 96.1519 90.0175 88.8377 83.6049 83.0531 92.7332 82.3501 82.179 90.2553 80.8383 75.3469 79.7482 72.1942 71.1114 69.0991 67.1358 65.5398 68.7119
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5271592296785539 -0.77783235518120974 -0.49008176997875957 1.9682860324222273 0.74561756370782817 2.9499917481720264 1.0000000180025095e-35 0.55035703183932794 1.9230512149791059 3.0757328524286596 0.40413748344094969 2.231519495564001 -1.3163276726681863 -0.9149690415980628 1.0000000180025095e-35 1.0000000180025095e-35 -0.014205097036277146 3.8331818028246452 0.82104289547369691 1.1248358748350926 6.7933405438584433 0.60428344764309971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 10 14 26 7 -1 9 -6 -3 19 15 -10 27 28 17 24 25 20 -5 -22 23 -7 -11 -8 -2 -4 29 -12
right_child=1 2 4 11 8 22 18 -9 13 16 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00032071063238154566 -9.0019945395854653e-05 -5.063303430192108e-05 -2.3421994048858782e-05 5.7953766222011721e-05 -0.00011943808989671487 -3.3781237161866576e-05 -0.00013427515674195402 -0.00014215557697969914 0.0001524328301770575 -2.5965281690266849e-05 -0.00031343271410937655 0.00015604036769726823 -6.3687957229377389e-05 -0.00024103242436418308 -0.00017403071568166298 -0.00010807646420045382 0.00018081803828092104 0.00041917130857049812 -1.3867320406543175e-05 0.0001531225405706717 -0.00017649872404849179 -5.4451936233769816e-05 0.00025569178093385529 0.00019723807769601599 6.3474651200392664e-05 0.0004694560735069317 9.0731514287831284e-05 -0.00015204272311116127 0.00082692943737555571 -0.0001478494094747403
leaf_count=17931 5322 8437 32789 7655 10055 3375 40380 23110 11203 30799 26783 3474 6215 746 11583 6181 3940 644 12399 2357 11366 36107 7574 4573 18485 239 5491 7261 59 5398
internal_value=0 -0.0521974 -0.0803824 -0.167305 -0.0156091 0.177076 -0.241211 -0.353592 0.0478176 0.0117238 -0.321735 -0.0643081 -0.375927 0.223104 -0.122292 -0.424394 0.0470873 0.0246958 -0.174233 -0.0876875 -0.105632 -0.14115 0.29907 0.164564 0.0144088 -0.225274 0.0100858 -0.0796604 -0.480324 -0.486996
internal_count=361931 267872 241537 114032 127505 26335 94059 41041 75872 63923 53073 60959 44636 11949 51633 38421 53868 49928 53018 57485 55128 47473 15522 7948 49284 40619 10813 40050 32240 32181
shrinkage=0.000574375


Tree=610
num_leaves=31
num_cat=0
split_feature=785 125 50 62 476 126 727 332 728 1028 497 915 747 192 529 56 1311 706 723 21 871 50 409 56 1470 470 602 789 284 1459
split_gain=489.631 361.534 351.899 185.629 178.058 163.452 154.154 134.084 159.594 126.887 118.234 106.31 91.2554 90.7648 85.5942 81.0833 74.8166 72.4205 71.9385 71.8945 71.406 71.0481 69.9551 75.2406 67.7261 66.4832 65.3174 62.822 66.6302 61.4
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 -0.37712515092315846 -1.0099296266851885 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.66275050977156291 1.7001250133015622 -0.39746507241763851 0.34871943973277292 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.3525900529922672 0.62672487627420737 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35 1.0000000180025095e-35 0.54060196115873249 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 0.66849908449309148 1.1248358748350926 -1.0597622724945783 0.49900387419946662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 15 19 10 17 8 -5 14 20 16 -9 26 -6 -2 -11 -1 -12 -4 27 25 23 24 -10 -8 29 28 -3 -7
right_child=1 5 4 7 9 13 21 12 22 11 18 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013099866460437949 -0.00036224056645357426 -0.00021934094060223385 -6.8423941166931518e-05 -1.2159769729057533e-05 -5.1597990740972736e-05 2.3189801164051033e-05 -2.5780414553988461e-05 -0.00013201160916577882 -2.2090411511160549e-05 5.0557819283909693e-05 -4.8869985877492344e-05 -4.9095906281118426e-05 2.2622587323712056e-05 0.00020698182686039793 -0.00021305788026783286 -0.00020412256440654127 0.0008878161336173195 7.117174767257507e-05 0.00021590621668987752 -0.00019369340393980813 -0.00020967704963093176 0.00026722451151342568 -0.0004226297653749334 -5.3794555562950076e-05 -0.0002756343773301725 0.00020730735524284748 -0.00012479435074149069 -0.00021299372766441475 -6.8445697249107827e-06 0.00020441534699644333
leaf_count=5567 20319 3502 16412 8191 16267 12980 3971 18909 2557 27865 3264 43283 11025 6492 12843 16987 164 6984 3801 27096 8179 8442 5852 5086 26436 4595 3585 4204 23040 4033
internal_value=0 -0.123535 -0.165048 -0.265638 -0.0987111 9.43906e-05 0.147179 -0.208246 -0.293123 -0.0534322 -0.078008 -0.0105082 -0.104836 0.118277 -0.180489 -0.419972 0.0851509 -0.0189517 0.154039 -0.222456 -0.125797 0.272892 -0.36237 -0.324843 -0.377217 0.144918 0.0523658 -0.0837325 -0.0475027 0.103694
internal_count=361931 332372 259292 115362 143930 73080 29559 78056 48122 100422 45990 71312 29934 27090 29110 37306 28029 12551 7065 43508 38925 17008 39931 34079 28993 8566 20598 30746 26542 17013
shrinkage=0.000659776


Tree=611
num_leaves=31
num_cat=0
split_feature=617 1235 271 664 659 705 1464 1176 1465 795 1467 56 326 539 639 1430 1450 21 934 636 728 903 1455 120 689 710 754 83 917 827
split_gain=168.695 154.093 134.378 119.364 112.677 140.936 102.451 99.3124 90.2926 76.1343 72.4666 70.739 65.0799 70.1022 61.7436 60.3469 55.0677 51.5864 50.6852 48.613 48.3637 56.6739 46.1972 45.9055 47.5676 46.3966 65.9879 44.8321 43.6545 51.7387
threshold=1.6614250791469047 -1.24934742919911 0.97972484085949774 2.3848607387285203 0.62821384419828064 0.89008618839080589 -0.055861328723445854 -0.54948467686383295 0.56487967955244278 -0.29258408639884992 4.0242090356330973 1.0000000180025095e-35 0.65872944223055041 1.0000000180025095e-35 0.20575322729665163 0.54622893720785959 -0.28900078866492313 -3.9164670491403295 1.0000000180025095e-35 1.3069597545992209 -0.49008176997875957 -1.157489675913588 0.33590288359190601 1.0077541972150732 0.41500081905592562 1.9207401787728819 1.0000000180025095e-35 -0.36204170725612367 4.3127385003387806 1.5035976354062843
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 8 14 17 18 22 -6 13 -2 -1 20 -8 -3 -7 -13 21 -4 -9 24 25 26 27 -19 -15 -30
right_child=12 2 15 -5 11 9 16 10 -10 -11 -12 19 -14 28 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00047251819186043759 -0.0010560799193407525 0.0033085145722284636 0.0019715716974076712 -0.00089711125731955805 -0.00053811697001791381 0.00034184313579796645 5.9603580529458183e-05 -0.00030940914368585062 0.00043345219347953146 0.0002130650261980199 0.0026236729362236152 -0.00034501760085730763 6.4485053902298888e-05 -0.00041891278490935574 -0.0012201501914007181 0.0001050476323587869 0.00044810234538921937 -0.00027853853723951416 0.00098769625145889183 0.00025016173300395939 -0.00081196729610205545 -0.00030534120669984831 0.00021516939939076422 -0.00061764906513050262 -0.00033899753930980391 0.00071051308119946129 -0.00070896165868602492 0.00024523075544349875 -0.00068006355745223396 0.0081141077891975864
leaf_count=21203 20040 128 548 6509 18104 7416 27742 27336 10780 20065 330 8501 6855 19150 8652 6310 28056 10152 11674 11593 16466 3512 10038 9467 23914 3323 6098 17859 66 44
internal_value=0 -0.0162248 0.00651944 0.0223403 0.0297356 0.052027 0.0191196 -0.118088 -0.0297739 0.159624 -0.04324 -0.0749627 -0.179896 -0.226261 -0.227383 -0.149698 0.0878622 -0.058423 0.253186 0.00251534 -0.21481 -5.86196e-05 -0.0540076 -0.0612706 -0.0410477 0.0066809 -0.0174893 0.022355 -0.132576 1.23364
internal_count=361931 315776 248217 221381 214872 176674 137519 67559 81721 39155 37704 38198 46155 39300 29855 26836 55798 70941 19090 20094 20526 4060 37374 70813 61346 37432 34109 28011 19260 110
shrinkage=0.00294541


Tree=612
num_leaves=31
num_cat=0
split_feature=785 470 395 885 544 713 597 1378 832 1292 1367 522 739 1376 729 596 566 507 1466 1454 527 705 869 824 821 269 426 717 43 843
split_gain=387.315 283.267 285.034 222.759 132.957 112.056 105.616 95.8591 95.8476 89.4998 92.594 87.826 78.7821 77.8663 69.2258 68.8795 68.481 67.5213 64.0137 60.7363 59.4628 58.9577 56.8955 55.1385 52.4519 52.0512 50.7774 49.9228 49.4659 49.2332
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35018306414905159 1.0000000180025095e-35 1.0000000180025095e-35 1.3592535390735871 0.80891129331221767 -0.55570228183368064 1.0000000180025095e-35 1.0000000180025095e-35 -0.71745339412579689 1.0000000180025095e-35 0.18805867694879752 0.75637635299260908 0.85969605735913768 2.0449780822036492 1.0941628986121894 0.59254817745699628 -0.2363894608792538 1.9849653232297506 0.96289511323447774 -0.57653763495970078 0.75611995916372343 -1.0305144854359449 -0.36806838854686125 -0.88694324109007294 1.0000000180025095e-35 1.0000000180025095e-35 1.7594804287203607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 7 9 17 12 11 18 10 -1 16 20 22 25 19 -3 24 26 -10 28 -15 -5 -8 -2 -13 -4 -18 -7 -24
right_child=1 3 8 13 -6 6 23 -9 15 -11 -12 14 -14 21 -16 -17 27 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019519398723050527 -0.00041485223207764785 -0.00016660038422490126 -0.00029769965050235159 6.0271363006725901e-05 -0.000177640258123992 -0.00032389220516052328 -0.00011979616269201983 -8.647625800784102e-05 -0.00030766284342003547 0.00013283046719651093 6.6874444827750058e-05 -0.00025718528734074196 -0.00046888156342839453 -0.00024691128649076009 -0.00029873347112998835 -0.00011884445363008929 -0.00012717470986370148 9.3467277059823615e-05 1.5964414500641084e-05 -0.00019549640607004407 -8.5162359295223655e-05 -3.378493731379309e-05 -0.00010095285253326012 -0.00058406385182350833 -0.00016066894347183005 -0.00016239482206287421 -0.00012654447900462763 0.0002595915467032972 -0.00050465549197310268 4.6065239714302309e-05
leaf_count=4800 3939 31819 5040 6588 8361 24252 5212 14432 24337 10329 6069 23151 22998 8773 28372 9413 1337 1572 5094 19399 1948 3600 26333 859 6250 25985 19478 1247 6098 4846
internal_value=0 -0.27953 -0.351589 -0.225904 -0.0347012 -0.467894 -0.511679 -0.274714 -0.273233 0.0509688 -0.0756699 -0.296579 -0.549716 -0.117316 -0.336936 -0.328323 -0.21067 -0.264613 -0.180132 -0.365319 -0.477321 -0.259039 -0.0751599 -0.243629 -0.340631 -0.292173 -0.225538 0.0994169 -0.506872 -0.110287
internal_count=361931 332372 155889 176483 29559 73128 61367 126343 82761 21198 10869 111911 55296 50140 77508 53149 34403 11761 29612 43736 32298 12373 37767 6071 10189 49136 24518 2584 30350 31179
shrinkage=0.000700159


Tree=613
num_leaves=31
num_cat=0
split_feature=50 194 785 652 747 1470 1076 140 56 544 599 1463 986 754 1463 1459 281 1158 21 1323 729 852 896 1458 1454 942 516 416 665 1452
split_gain=170.089 274.156 125.358 123.797 109.636 105.011 91.2816 85.0453 72.3957 69.2429 65.8527 63.8466 63.6878 60.0653 59.9991 58.1876 56.4655 51.8984 50.8693 49.8579 49.1657 52.2716 51.9712 48.6089 51.266 48.2463 47.8325 47.7832 47.5007 46.2348
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.55024281929118113 0.34871943973277292 -1.319112866592808 1.0000000180025095e-35 -0.48546444577241915 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.94170239728407068 -0.76409311703963501 1.0000000180025095e-35 0.067148399785659021 0.6997810996132513 -0.51683025384530856 1.0000000180025095e-35 -2.9709283393608152 -0.51592041321681414 0.75637635299260908 1.0747610123934368 0.42670496010513392 1.0129449565542574 0.50933602050530713 3.1241105236897999 1.0000000180025095e-35 -1.2868079512877451 0.85652824257920523 7.8703129826943803
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 10 13 -1 12 29 11 -2 16 -9 -5 14 18 17 -4 -6 -3 -8 21 22 -14 24 -19 -12 -16 -20 -29 -7
right_child=2 4 3 6 15 7 19 8 -10 -11 25 -13 20 -15 26 -17 -18 23 27 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00032329158645238309 0.00074945146415743692 0.0050867431617696995 -0.00044084814086249726 0.00029605234036067491 -0.00025555401170712839 -0.0010646601587703719 -0.00060611732690655183 -0.00069929077185311352 0.00027265007309249206 -9.9780668258103296e-05 0.000313199588749883 0.00012628862051594037 5.0402133381743363e-05 -0.00057224187025013999 -0.00019333566671781111 0.00074216754046250544 0.00016304533770387892 0.00034548905838406466 -0.0011163927153088069 -0.00018726251845014121 -0.00037212288439780912 0.00046047860718830696 -0.00040260092828063511 0.0013548432957332308 -0.00054708196195670758 0.001870275370054069 0.00045781984536373565 -0.00033100477025551435 0.00028757254369076119 0.0066725764898145183
leaf_count=4039 10627 42 8514 16522 8632 23877 20042 37290 4329 4147 34687 4654 26366 14314 7220 4980 13595 11825 2909 24105 20182 6055 11990 1114 2360 550 8783 23104 5053 24
internal_value=0 -0.0914638 0.00612299 -0.0100149 -0.0195476 -0.216004 -0.0493624 -0.243994 -0.186011 0.187272 0.0698928 -0.220471 -0.00835687 -0.0761923 -0.0400022 0.0801972 -0.0207917 0.0372005 -0.0976877 -0.133739 -0.0389757 -0.00325262 -0.0326499 0.106094 0.0731543 0.125791 0.0667183 -0.101775 -0.0772415 -0.385831
internal_count=361931 164549 197382 182608 90336 74213 125262 70174 46273 14774 57346 41944 81115 61425 47111 28911 22109 23931 31108 44147 64593 44411 38356 15299 14185 35237 16003 31066 28157 23901
shrinkage=0.0027211


Tree=614
num_leaves=31
num_cat=0
split_feature=957 1464 691 50 1022 1430 269 21 391 1436 1469 1454 651 1457 877 343 1460 1457 1452 1451 671 608 746 1452 1466 1466 531 1469 1464 1457
split_gain=163.326 140.97 133.874 102.234 110.163 140.274 100.847 97.5409 88.2228 77.0286 99.4843 71.4332 71.2519 67.3712 66.0835 58.9951 56.1589 52.9793 56.402 56.3357 51.7518 52.7141 50.186 49.4337 58.7615 50.2547 48.1658 48.1292 54.0278 47.9028
threshold=1.0000000180025095e-35 1.5993600128483978 0.16899536821444158 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.67312717757827156 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 -0.12591398429191614 1.1107569744011787 -0.13555433688085386 1.0000000180025095e-35 0.30030769612360109 0.14860921938669633 -0.40593421939817159 0.075388382208316021 2.0946814787157892 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.039474337618497217 0.041666216359983001 0.019481231302653043 1.9322150810946037 1.6911153983873026 -0.4847799106538781 -0.54187279531438171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 -6 -4 16 10 -1 23 -5 27 26 20 -9 18 -13 -20 21 -2 -10 24 25 -3 -7 -8 -29 -25
right_child=15 11 7 12 6 14 13 8 22 -11 -12 17 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=0.00031014830329712082 -0.0012001234058755994 -0.0003707034428315111 0.0023219069417465808 0.00028630006693034887 -0.00026920122593778671 0.000229477396964597 8.1932098744951588e-05 -0.00023271738550233358 -0.00074933092309485531 -5.1448128712337215e-05 -0.0008310649570130818 0.00033435568609711981 -0.00027790826615485352 0.00036830710024090315 -0.00029252898350624147 7.2128007576933097e-05 0.00016141225241364437 0.00027358047067066655 0.001624316662518055 0.00014807103118314537 -0.00031742112791275051 -0.00050710627359990348 -0.00030821299588045935 0.0012656474723753669 -0.0019743775323469558 0.0044705306604144717 -0.00098011827483866884 -0.0012946426266054133 -2.3052436910899748e-05 -0.00050904646653371442
leaf_count=2293 9328 1326 315 40921 22765 19851 31330 42910 17796 8046 25542 2905 6761 23633 15978 5968 13817 9254 2713 854 20297 10735 18977 785 1026 67 1083 1588 2166 901
internal_value=0 -0.0165406 -0.0291025 0.00142297 -0.0275832 -0.0958781 0.023342 -0.100943 -0.10608 -0.212072 -0.280624 0.154722 0.0836897 0.065266 -0.00665156 -0.169239 -0.054288 0.213752 0.354058 0.520293 -0.207131 -0.307439 -0.200112 -0.115529 -0.344735 -0.0474919 0.0704166 0.00720589 -0.219368 0.153149
internal_count=361931 315603 295772 201957 154275 72793 81482 93815 93500 35881 27835 19831 47682 58717 36912 46328 56727 15726 6472 3567 40360 20063 36773 4105 2419 1393 20934 35084 3754 1686
shrinkage=0.00246459


Tree=615
num_leaves=31
num_cat=0
split_feature=1431 1012 1216 1457 547 21 785 699 727 852 263 1425 129 1430 657 1357 903 1470 1306 1452 1452 1450 1465 4 1298 1430 896 1459 912 792
split_gain=159.829 112.333 105.148 100.641 94.4878 84.9336 78.8955 71.9762 70.193 66.6337 65.6483 63.7248 62.5518 61.3604 60.6198 59.3456 57.0714 56.602 56.1188 54.5147 83.5885 60.4716 65.8049 53.3548 52.8485 77.034 52.6719 52.3877 51.2378 50.2042
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2569076175657832 0.55489234843406188 -0.32341995197817647 -0.86283290253235112 1.0515789206008181 1.0000000180025095e-35 1.0747610123934368 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 0.54622893720785959 -0.29429909822911982 1.3962008022525787 -0.37123501587993463 -1.1417127449306028 -0.28068080567056852 -0.51544042299199566 -0.4023942616259798 0.20285747808121529 -0.45293406362143868 1.5134644700633095 1.0000000180025095e-35 0.54622893720785959 -0.43454379769620094 1.0600172940573851 2.0259221269810075 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 7 8 15 -7 14 12 13 17 -3 24 23 -4 -2 -6 21 -21 22 27 28 25 -8 -16 -5 -1 -28
right_child=1 11 16 19 18 6 9 -9 -10 -11 -12 -13 -14 -15 26 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00047632202974774631 0.00036287201395322489 -0.00079990022058951658 -4.6693496266842118e-06 0.0016546063266856131 -8.0867843902305367e-06 -0.00011124387792446009 -0.00051024174780361757 -0.00029583124790969975 0.0008355696661609506 0.00032413051033986092 0.00017045986917155382 -0.00012340122785415927 -0.00074125386292838726 -0.00015832501961637424 -6.2733077281036128e-05 -0.00026727155521840367 -0.00047091243413031409 -0.00022407135006435972 -0.00062784527977200323 -0.002178073357602511 0.00036458984548485424 0.00037225172366439516 0.00049976785342166149 -0.00032328188374346542 0.00024506794796237235 0.0004866240132495589 -0.00010483486661440171 0.0039370005610835637 0.0017807409956160339 -0.0006739759187251598
leaf_count=30976 6348 30991 17919 1156 9789 3942 10851 7135 6531 10588 17836 12449 9387 7436 17734 5100 25431 55111 13644 462 9280 2582 1132 3151 17025 3273 8285 366 928 15093
internal_value=0 -0.0939695 0.00351764 0.0248479 0.00882478 0.0281178 -0.00787924 0.103715 0.163205 -0.02969 -0.0482496 -0.187924 -0.0819031 -0.240138 -0.0535685 0.137368 -0.101099 -0.0575729 -0.128798 0.185323 0.0930433 0.351581 0.57358 0.166353 0.0168446 -0.0868576 -0.106845 0.844193 0.19053 -0.175178
internal_count=361931 139558 222373 179023 164045 140612 93322 47290 10473 82849 88682 50876 70846 38427 72261 40155 43350 61459 23433 14978 9742 5236 2654 35055 31149 14124 41112 1522 31904 23378
shrinkage=0.0027211


Tree=616
num_leaves=31
num_cat=0
split_feature=181 1454 21 1455 1461 1452 340 785 846 557 608 1292 1454 1466 1469 405 118 294 1469 1221 1463 1453 660 1037 886 125 705 1460 1460 1455
split_gain=155.074 129.509 114.877 130.088 119.767 112.819 95.211 99.1408 92.1756 81.8125 79.1396 80.33 73.2506 74.8501 71.1421 65.6226 65.1495 62.0641 60.7547 60.6227 60.3902 58.3558 61.0684 55.474 53.8088 59.9407 52.9498 49.4789 85.2712 49.3701
threshold=1.0000000180025095e-35 -0.2363894608792538 -1.0798509198017876 0.46304910557563933 1.6859053074631882 1.2756511722692228 1.8162821653890682 -0.86283290253235112 0.25894010455257555 -0.96762394565366561 1.0000000180025095e-35 1.0000000180025095e-35 0.17628833089535448 1.2338320192623506 1.6911153983873026 1.0000000180025095e-35 1.1315434704044114 0.92159612535094959 -1.1965077841566287 1.9111042213368361 0.067148399785659021 1.1343281912642689 -0.72421686037558375 -0.61621126153267947 -0.56028990723182226 0.58518330826110332 0.62883063453998334 1.3228809068545828 0.85891196165308137 4.0789913919971044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 18 8 7 -4 9 -1 11 23 13 29 16 20 19 21 -3 24 -10 22 -2 -11 -9 -26 -12 28 -14 -5
right_child=17 2 6 12 -6 -7 -8 14 15 10 26 -13 27 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00044982016260624826 1.9328576245977227e-05 0.0010016001150103418 0.00056172568437370138 0.0024938475872648847 0.0018982169904205579 -0.0010868628632904054 -0.00051066246279898658 0.00030616646708704403 -0.00045211752064198464 -0.0010684538851444302 2.3385049143756031e-05 2.8480597880929581e-05 0.00061100614349098546 -0.0020520246818457604 -0.00079309191744088075 -0.0010284273185736099 -0.00036796160030461974 -0.00075346731139057756 -0.00045130539296859174 -0.00053654672049960827 0.00013339817878703906 0.00027083057891178852 -0.00043289759427852077 -0.00029644144717141225 -7.4631881257839419e-05 0.00032349289382035864 0.00037403325321587997 -0.00034513039571535 0.0034681334899762917 -0.00085541910244095085
leaf_count=15363 13867 888 10889 1630 828 4160 9721 29708 20094 5421 34024 25293 1560 131 2979 5608 10071 11767 5687 4282 8002 5877 43655 15949 42967 13158 17104 838 294 116
internal_value=0 -0.00842877 0.0385255 0.244211 0.0455516 -0.0542152 0.0197465 0.0354212 -0.0444328 -0.0157653 0.00556982 -0.0655088 0.507389 0.80362 0.0147134 -0.152582 0.0241069 -0.129106 -0.0734953 0.0412426 -0.111516 -0.100984 -0.126161 -0.18255 0.052989 0.0126156 0.0591417 0.276353 0.47528 0.902147
internal_count=361931 286765 135747 11972 7403 151018 123775 114054 146858 113154 97791 46663 4569 1877 103165 33704 100186 75166 6575 90115 28096 63399 57522 21370 85833 56125 51128 2692 1854 1746
shrinkage=0.00251388


Tree=617
num_leaves=31
num_cat=0
split_feature=51 181 821 795 705 727 854 797 797 728 962 588 588 781 507 659 885 754 64 667 954 930 393 423 873 1423 359 363 1375 900
split_gain=152.566 127.665 122.365 126.306 104.464 83.9052 94.3898 143.283 91.2345 79.2248 109.785 78.6517 73.4873 72.2737 70.7362 65.8046 79.9236 65.2735 59.9457 58.7413 57.2732 56.397 56.2915 56.132 54.7377 54.4307 54.0761 50.4317 49.3633 47.8439
threshold=1.0111847875080273 2.2660174815480416 -1.0305144854359449 -0.29258408639884992 0.43610112760085196 -0.682906484622256 -0.87473648844905705 0.63961785378869596 0.63961785378869596 -0.90320472132347296 1.3714217264408297 2.250834115212506 2.250834115212506 1.0000000180025095e-35 1.0941628986121894 0.62821384419828064 1.0000000180025095e-35 -0.28790259491387865 1.8762883416287794 1.0000000180025095e-35 6.099786963134739 1.0000000180025095e-35 1.0000000180025095e-35 0.36969867185407429 3.1377232108798858 1.0000000180025095e-35 1.9314762844709532 -0.87030560070114282 1.9058216595195987 1.7837725633445303
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 23 21 7 -7 15 14 17 13 20 18 27 16 24 22 -6 -2 26 -5 -11 25 -8 -4 29 -1 -18 -10
right_child=19 -3 3 5 11 6 8 -9 12 10 -12 -13 -14 -15 -16 -17 28 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00062500506894908785 -0.00021179524411892112 -0.00060694990239172099 0.00020649646120502176 0.00056514040647407987 0.00046227609130493872 -0.00016540219931437342 -0.00029220317183711419 0.0010477256724027873 -0.00058981165076852715 8.4773264697264022e-05 -0.00074799898046347749 0.0010876552251292075 0.00047459261798887283 -3.2797810981276753e-05 0.00080798780101251459 -0.00043008697006780477 0.00020818378112220053 -0.00066457986894942814 -0.00066624489102343415 -0.0005975672229006075 0.0019228397717065166 1.4345261759119392e-05 -0.00047542632978545609 -0.00023552247515734896 0.0011687528427964738 -0.00025758055806380723 0.00036104786170775189 -0.00018737511095260934 -0.00073204161287629388 0.0003498749801368963
leaf_count=2365 34719 12447 33382 7152 28411 5764 20600 3669 26918 20190 17727 2874 1883 11925 2657 10269 28314 7319 1314 20265 183 10394 7317 15592 570 8394 1524 14667 1774 1352
internal_value=0 -0.0104147 -0.00238225 0.0202993 0.0750869 -0.0269552 -0.0514848 0.147129 -0.0730362 -0.0902835 -0.142752 0.149997 -0.168804 0.125789 0.0296628 -0.0251467 0.00585826 -0.0728451 0.180251 -0.144907 -0.1985 0.103632 -0.0242828 0.0133613 -0.104076 0.0528463 -0.207584 -0.028358 0.0713003 -0.232047
internal_count=361931 306947 294500 222258 101892 120366 102820 9433 93387 72242 52553 44524 31860 41650 19689 61527 51258 34826 29725 54984 29977 17546 27507 57368 21170 41776 29794 17032 30088 28270
shrinkage=0.00232243


Tree=618
num_leaves=31
num_cat=0
split_feature=50 56 652 1470 1043 785 890 651 871 728 654 269 1292 1436 1430 1469 1367 1071 980 927 837 513 1449 902 1459 984 820 756 886 589
split_gain=153.89 242.669 104.401 98.352 92.5254 91.07 85.5086 80.0359 77.4537 74.4521 72.0336 70.2898 68.1094 63.4505 63.7287 61.6527 61.1547 59.4545 67.5159 58.7162 56.8346 53.9111 53.8988 49.6444 48.5791 49.4124 48.5113 47.4457 51.2554 47.4253
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.55024281929118113 -1.319112866592808 -1.2240551896020802 -0.86283290253235112 -0.4085554837980378 1.1107569744011787 2.4008401756919917 1.0000000180025095e-35 1.0000000180025095e-35 -0.36806838854686125 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 1.0000000180025095e-35 0.69084194168817237 1.0048140917382895 1.0483613175537825 0.16591703683347225 1.0454229551509682 0.74561756370782817 3.4436453420943347 0.73871680408646412 0.78807280703509652 1.0000000180025095e-35 -1.6026595041879164 -0.56028990723182226 -0.78482993737865692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 -1 -4 26 27 11 13 10 12 -5 16 14 15 -8 -7 18 19 21 -2 -12 -13 -11 25 -15 -6 -3 -29 -18
right_child=2 6 4 7 5 9 8 -9 -10 23 17 22 -14 24 -16 -17 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00025963341164580398 0.00031856500975389353 -0.0008553397373841946 -0.00053383319507582317 -0.0010620440219016787 0.00069942564003077387 -0.00054229894643192434 0.00064694360787633312 5.49222278631797e-05 -0.0011333951366796925 -0.00031714034972085133 3.4341925435802252e-05 -0.00062331979577180251 0.00033895514518976629 0.0002257741874608021 0.00016797736356456586 -0.00052633440918066802 -0.00058465628760596337 -0.0005570541331407047 -0.00062353265508986993 -0.00063217431141349861 -2.2044660600744741e-05 0.00068637553655010721 -1.207400514501301e-05 0.002129083522540202 0.00065380442304216902 -0.00043415747461655337 -0.00013205371737658886 0.00014505226884119833 -0.00041922599157114595 0.00036850840108025308
leaf_count=4567 40646 6232 14000 19265 6906 7069 1226 5936 2003 34064 18126 38380 25318 25280 10997 11948 2141 7215 4417 2763 21399 3869 5944 213 5680 3686 2570 8111 15294 6666
internal_value=0 -0.081412 0.0117766 -0.197718 -0.0229311 -0.0058368 -0.0126154 -0.226706 0.0280801 -0.0238054 0.00919224 -0.258025 0.0709643 0.0396988 -0.0464849 -0.153716 -0.0455886 -0.0564891 -0.0146397 0.0274994 0.0823387 0.0636947 -0.211215 -0.117892 0.0938756 0.058846 0.187542 -0.122878 -0.0803893 0.0653916
internal_count=361931 164549 197382 74092 135337 121337 90457 69525 60820 111861 77584 63589 41194 58817 24171 13174 15876 36390 29175 24758 62045 21995 44324 34277 34646 28966 9476 29637 23405 8807
shrinkage=0.00251388


Tree=619
num_leaves=31
num_cat=0
split_feature=785 728 871 1235 728 804 470 602 595 1307 578 705 1309 21 1398 962 727 803 253 739 557 497 1016 677 1470 953 773 1047 829 524
split_gain=408.177 308.991 227.405 171.434 135.527 130.199 146.543 149.849 110.876 94.7005 87.6095 86.6338 81.6293 85.1518 77.205 75.8024 75.5141 74.1039 70.7917 70.2005 69.3287 66.3628 65.7011 97.2371 64.8522 59.384 59.0555 57.956 68.2948 56.5787
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 -0.49008176997875957 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0485873544557924 -0.87905496296652397 0.90721770011872871 0.29878677988246938 -3.9164670491403295 0.44312978011646392 0.78457125397875782 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28003222873004341 2.2206245932530155 1.0000000180025095e-35 1.0000000180025095e-35 -1.1417127449306028 1.0000000180025095e-35 0.67009232808558872 2.3738149868247693 4.3216852530764838 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 -1 6 7 16 12 24 -6 20 13 -3 25 22 -5 -7 -4 -18 -8 -13 23 -12 -2 -15 -23 -10 -29 -26
right_child=1 8 18 5 10 17 11 -9 27 -11 15 21 -14 14 -16 -17 19 -19 -20 -21 -22 26 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.00020331098210992936 0.00014435733151617295 0.00076413309761773839 -0.0001132932380257664 -1.622597591684287e-05 0.00037530790743495288 5.1008377526772796e-07 -8.2276693570449943e-05 -9.0934354147705187e-06 -0.00032863694033848339 -0.00021530234100123127 -0.0001048118816425244 7.6651532546591252e-05 -3.0419310157965467e-05 -0.00021617553077299493 -0.00030628777104047309 -7.5623621918194682e-05 -0.00016984561793927352 0.00023149957685940833 -0.00025747141370409849 -0.0003974171714618624 3.7619681428599264e-05 0.00049558761759218575 0.00024987183026759164 0.00020653821773616084 -3.1983073115098776e-05 -9.3986761162603695e-05 7.6632831549167341e-06 -7.19543388508234e-05 0.0013651988693093957 -0.00019009285573754926
leaf_count=3396 3401 199 27996 6048 3407 5414 19309 27211 19629 20536 4348 16739 13914 24953 13335 4311 14152 7949 18313 7193 28313 1671 8801 5296 16729 27211 808 612 82 10655
internal_value=0 -0.107438 -0.0679099 -0.0376549 0.141439 -0.00169676 -0.0237815 -0.111262 -0.220065 -0.149646 0.187461 0.0344774 -0.18508 -0.22233 -0.228202 0.142496 -0.242288 0.181251 -0.214212 -0.31107 -0.0115813 0.143458 0.198024 0.0843059 -0.0786234 -0.189647 0.435613 -0.395833 0.265166 -0.115261
internal_count=361931 332372 232437 186128 29559 134807 121444 54604 99935 51321 26163 66840 79612 65698 65499 22756 27393 13363 46309 21345 47622 19218 18445 9644 30785 52164 2479 20323 694 27384
shrinkage=0.000773033


Tree=620
num_leaves=31
num_cat=0
split_feature=785 181 728 852 784 728 921 815 1223 524 795 578 470 705 263 188 689 1361 1367 21 716 981 497 21 716 1469 728 125 1469 1430
split_gain=386.687 324.443 247.987 178.358 136.852 123.904 115.849 101.491 123.025 91.7529 90.8799 89.666 88.7057 86.8085 81.2346 84.9968 79.2118 79.2041 96.984 68.2708 65.3939 64.4804 63.678 62.5843 61.3434 59.2449 57.5481 56.0624 55.8668 58.4192
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 0.9594655836162902 -0.49008176997875957 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 0.90721770011872871 1.6445160113075163 1.0000000180025095e-35 -0.4288425582216272 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 0.39849607246918939 1.8384478631420207 3.0589865121061197 0.2439032738895319 -0.69209399053639031 -1.2987941639197651 -0.49008176997875957 1.0000000180025095e-35 -1.2201123333327371 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 9 7 -1 -6 8 25 19 13 -7 28 -9 15 26 -14 18 -13 -2 -8 -12 -18 -19 -11 -5 -3 -21 -4 -30
right_child=1 14 12 4 6 11 20 10 -10 24 21 17 16 -15 -16 -17 22 23 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00018681263807886981 4.4987908104687762e-05 -0.00012506409648455752 5.3915371809612254e-05 0.00017465864091294748 5.4987608320602388e-05 0.00034667373641714919 0.00038394506867636566 1.8293978618083792e-05 -6.8154914251541582e-06 0.00025497238953341682 -0.00010686062375755504 -0.00015304517628921577 1.8282742126903932e-05 0.00018028139385724526 5.2388315914215266e-05 -0.00015033942082878931 -0.00014749081440288127 7.2930577594590071e-05 0.00012401647095850794 -0.00016602010183663194 -0.00013384790287034791 0.00025176923332537329 0.00037224348088938492 0.00028546694298902043 -0.00018568182713175676 -0.00020339911214218263 -0.00031701958211888801 -4.0158732579504177e-05 -0.0003148011325064512 -0.00016613571864960229
leaf_count=3396 12986 6183 2063 924 16429 3407 3752 24063 22684 674 12534 4789 11184 9288 3060 35688 28721 5854 6229 14576 596 1036 487 5884 25184 18863 24889 20508 15901 20099
internal_value=0 -0.112213 -0.0801175 -0.0410375 0.00978367 0.130081 0.155097 -0.0261728 -0.105807 -0.124208 0.0345259 0.174142 -0.191421 0.0894755 -0.257424 -0.276998 -0.124042 0.128644 0.00605555 -0.0722017 0.435189 -0.104283 -0.187073 0.242492 -0.234443 -0.246256 -0.378195 -0.119068 -0.280281 -0.304961
internal_count=361931 332372 262552 184097 110169 29559 20777 89392 42471 73928 46921 26163 78455 33351 69820 66760 40392 22756 11018 48070 4348 13570 29208 11738 25858 19787 31072 35084 38063 36000
shrinkage=0.000728446


Tree=621
num_leaves=31
num_cat=0
split_feature=785 125 50 194 1362 471 727 1470 747 1469 203 519 181 1026 150 1470 933 56 706 728 1450 50 846 470 927 729 1357 807 940 955
split_gain=376.81 309.78 326.294 180.528 154.753 144.741 131.343 126.588 113.247 106.103 96.4726 90.403 80.541 78.2071 73.6881 72.1091 69.8549 69.0158 68.5584 68.1767 75.3444 65.0781 64.2554 62.9261 61.0418 59.9522 58.754 56.5117 56.3722 55.7287
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3309395413702885 0.34871943973277292 -0.61819632934197222 1.0605395091208547 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.79484543461230894 -1.2126727935954851 0.68806224955729689 1.0000000180025095e-35 0.82104289547369691 -0.49008176997875957 1.3264365022561064 1.0000000180025095e-35 -0.2867456208923545 1.0000000180025095e-35 1.0483613175537825 0.75637635299260908 1.0000000180025095e-35 3.5737384174799574 1.0000000180025095e-35 -0.56067130660624642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 9 29 18 -2 28 26 17 14 15 22 -7 -6 -13 19 -1 -9 -21 23 -11 -8 -20 -17 27 -4 -5 -3
right_child=1 5 4 8 12 11 21 10 -10 13 -12 16 -14 -15 -16 25 -18 -19 24 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013274372244888286 4.2858962861580366e-05 1.4953089066043183e-05 0.00010236876499368883 -0.00013834605928226363 0.00014312953686448717 -0.00015039414695718981 -4.3498658110115465e-05 -9.6257832434473739e-05 -6.8105389534390193e-06 6.0280625843938125e-06 -0.00041257562114190347 0.00026904676803448827 -0.00026117085935371131 -0.00023212930142569246 5.2770599549765016e-05 -8.2076802674894289e-05 -6.1338482695156253e-05 -3.2460690740877518e-05 3.1422745492176527e-05 -0.0003210629159146751 -1.9840259679290867e-05 0.0002762490322463343 -0.00010713231842432433 0.00021363822243005158 0.00046589090853071827 -0.00021916919868203904 -4.2953812453996217e-05 -0.00078934811135526349 -0.00031333311788327275 -0.00012170350432032764
leaf_count=6473 3331 10218 18676 25468 2590 5160 3971 6149 14693 25920 18181 6005 12371 7356 26410 28080 1663 4289 5339 32894 2758 8442 23321 4595 739 13576 11859 181 7599 23624
internal_value=0 -0.113115 -0.151852 -0.249627 -0.0877605 0.00173355 0.126095 -0.340857 -0.153646 -0.0344771 -0.370906 0.0799636 -0.180103 -0.090453 0.0316615 -0.13927 0.265671 -0.317669 -0.0276641 -0.350698 -0.395993 0.243546 -0.0623813 0.12048 0.116497 -0.162646 0.0605655 0.127708 -0.231664 -0.103619
internal_count=361931 332372 259292 115362 143930 73080 29559 67602 47760 87313 64271 39238 56617 56597 31570 44246 7668 46090 12551 41801 35652 17008 49241 8566 6078 41656 30716 18857 33067 33842
shrinkage=0.000743015


Tree=622
num_leaves=31
num_cat=0
split_feature=1235 785 470 464 678 1361 1229 597 705 705 1467 728 728 527 526 272 1362 21 1470 1455 1048 481 497 50 1367 470 276 885 1361 81
split_gain=467.753 347.964 262.04 233.859 193.098 164.225 153.918 140.539 123.391 119.705 97.7435 94.6122 88.6387 87.8406 81.3066 80.1886 78.3029 69.8644 70.4916 70.1501 69.4458 69.4342 67.788 66.4128 65.9013 64.6147 60.5724 59.0388 62.5175 57.7564
threshold=-0.94625487755706195 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.4590488840311347 0.85154028700297968 0.037793479926647083 3.8567296589757825 1.0000000180025095e-35 -0.49008176997875957 0.86558768754863191 2.3757057381457001 -0.39065702196997681 -0.69930563466564566 -0.70163543588998201 -1.1535394197080833 0.40822562400327617 -1.0627241715616391 1.0000000180025095e-35 1.4974877722517597 1.0000000180025095e-35 0.61047007421192445 1.0000000180025095e-35 0.26789699977995135 6.1053019920877674 1.0000000180025095e-35 -0.54843800388951081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 3 7 16 6 -1 12 14 -2 17 15 29 -9 21 -5 -4 18 -7 -20 -19 -6 -10 25 27 -11 -22 28 -14 -3
right_child=1 2 4 11 8 10 -8 13 22 23 -12 -13 24 -15 -16 -17 -18 20 19 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0004192880828473778 -1.1685357951138266e-05 -0.0003479684959003125 6.7025153730429079e-07 3.8483925342598367e-05 -4.50503675360826e-05 0.00019685306455660543 -0.00018139812673253678 -0.00015918203899301794 8.235137868760017e-05 -1.329781539702618e-05 0.00041012350578269375 -0.00015782843151699756 -0.00042932910186398626 0.00012632872602814574 -0.00041636501627362511 -0.00010560980297617116 -0.00013088532387238696 -0.0003115708437951929 -0.00014850976595247236 7.4395215798545098e-05 -0.00018706001309573081 6.9054087470462087e-05 0.0002779189869021262 0.00031065156035830859 -0.00012007091810205816 0.0002485762731801014 -3.6463830738042707e-05 0.0006819824294740088 -0.00025152090276077648 1.5183799149415202e-05
leaf_count=18133 8204 2193 15689 23537 29648 2338 22722 9762 18442 3997 749 17369 18490 3828 1399 15047 35105 8278 15367 4815 21771 18493 4392 7735 4463 4328 10215 109 10954 4359
internal_value=0 -0.0500384 -0.0764595 -0.159513 -0.0156355 -0.229066 -0.358145 -0.280498 0.047148 0.177432 -0.163863 -0.0713665 -0.359842 -0.0888585 -0.00997237 -0.0184918 -0.11835 -0.174396 -0.0748732 -0.120519 -0.229342 0.0018827 0.163387 0.28029 -0.415246 0.157709 -0.184937 -0.463992 -0.473549 -0.115085
internal_count=361931 257543 233279 110111 123168 104388 40855 54158 72374 24264 63533 55953 40568 13590 49540 38584 50794 62784 22520 20182 40264 48141 22834 16060 34016 8325 31986 29553 29444 6552
shrinkage=0.000743015


Tree=623
num_leaves=31
num_cat=0
split_feature=1371 821 1237 705 50 194 1453 795 864 1457 1459 758 141 651 1463 1223 612 1296 641 485 1154 1229 616 486 21 215 1450 746 900 83
split_gain=154.262 131.74 118.309 125.829 94.947 175.911 81.6697 73.7072 71.5956 69.9522 67.0038 65.3735 63.298 58.8825 56.1482 54.5081 53.2686 53.5175 75.755 62.8926 61.4479 54.8918 52.9377 52.831 52.4536 52.1566 49.3372 48.7697 47.4037 46.3886
threshold=1.0000000180025095e-35 -1.0305144854359449 0.5723095224056084 1.3483541271127406 1.0000000180025095e-35 1.0000000180025095e-35 1.0270461581008248 -0.29258408639884992 1.0000000180025095e-35 1.339295830115254 0.56021468981034472 0.40801449795817329 -0.33114154060000872 1.1107569744011787 3.2146045722163294 1.0000000180025095e-35 3.5802585502054165 1.0000000180025095e-35 1.8465988426232569 0.86962272256502404 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.8692550303841236 -1.8362818876253988 -0.046584000015651154 -0.070412655075119956 1.6547410766053783 2.5269351937303468 2.3163123552611329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 12 10 25 -9 22 11 15 -3 -10 -8 27 17 20 -19 -20 21 -2 -4 -13 -24 -6 -14 -1 -5 -12
right_child=16 2 9 28 7 -7 14 8 13 -11 29 23 26 -15 -16 -17 -18 18 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010561363463018017 -0.0013987310772105729 -0.0008073374482229815 -0.00020433863450225961 0.00055482602885341306 0.00010969480959989072 0.00010413986352340727 0.00016619798020381301 0.00015425618094867111 -0.00016669031794271615 0.0005625946056045946 -1.643959459862238e-05 -0.00019823961520703897 -0.00050329726954995255 -0.0011853809510463473 0.0023714555677765807 -0.00042280948094409175 -0.0015035978028995838 -0.00013923479367272706 0.00047053429259699366 0.004421741710918527 -0.00029173645486066071 -0.00054054187344533999 0.0023524003110133511 0.0013738775681412761 -0.0007901808811069859 0.00050930587877631359 0.00010031686308844881 0.00034698362949115347 0.0025630112718814328 0.0020188046488039285
leaf_count=17520 7340 16678 20228 13217 19353 46622 8102 36917 13947 2850 11887 14096 14889 2135 361 25623 2421 9517 427 208 19462 8942 204 795 13505 23593 9269 1074 355 394
internal_value=0 -0.0135132 0.00998347 0.0290772 0.0141841 -0.0401284 -0.100267 0.0570281 0.00584786 -0.111858 -0.12941 -0.166127 -0.166034 -0.108435 0.103189 -0.217485 -0.15676 -0.140496 0.000113171 0.741324 -0.187125 -0.309355 -0.144135 -0.0348621 -0.264282 0.120166 -0.0921655 -0.337519 0.221248 0.022056
internal_count=361931 313614 233762 196975 183403 87458 79852 95945 52999 36787 71389 59108 40836 16082 8463 44217 48317 45896 10152 635 35744 16282 33937 14891 13709 42946 24158 18594 13572 12281
shrinkage=0.00277552


Tree=624
num_leaves=31
num_cat=0
split_feature=545 785 332 395 540 728 712 194 1323 602 539 528 1097 942 1010 1092 664 21 567 872 50 194 1455 1449 945 1464 1450 1430 789 864
split_gain=458.491 378.147 254.941 305.475 189.431 130.079 128.315 116.468 117.092 110.062 159.049 99.6391 90.5565 84.8526 84.661 83.291 82.4599 79.0178 78.2779 85.1665 78.0557 104.907 72.029 71.933 70.519 69.8622 68.3396 64.5928 63.784 61.009
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.63779424894106762 1.5271592296785539 -0.77783235518120974 1.0000000180025095e-35 1.0000000180025095e-35 1.3633726830512116 -1.2571877020351898 2.231519495564001 3.0713252103476614 2.9499917481720264 1.0000000180025095e-35 -0.70163543588998201 1.9230512149791059 3.0757328524286596 1.0000000180025095e-35 1.0000000180025095e-35 0.14145834482007744 0.74561756370782817 1.9181452473571214 -0.014205097036277146 -0.85352856111255682 0.54622893720785959 1.1248358748350926 0.72275257928592751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 6 3 5 16 -3 -2 8 -6 10 -1 23 -8 14 24 29 28 22 19 25 21 -14 -11 -7 27 -10 -24 -5 -4 -9
right_child=1 2 4 13 7 11 12 15 18 17 -12 -13 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00035864837691883185 -0.00017683102316914183 -3.285046789896183e-05 -2.9854189004954024e-05 -7.9228069390177138e-05 -0.00013260295850791345 -0.00027547907513362699 -0.00011267515455193653 0.00019033623821149636 -3.4971294194167076e-05 -0.0001047971631220711 -0.00014685462300354207 -4.2289500288136433e-05 -4.7012679321278141e-05 0.00017725902459982584 0.00033177266498919395 -0.00025667695872640041 -0.00018753271791353653 -0.00015377700367501276 0.00018305836409006094 0.00043055491472695953 0.00023300099361355661 0.00019358427408146012 -0.00022320941972361717 -9.8784217347784161e-05 -0.0002657903236264799 6.0407134171743261e-05 0.00013453985245471208 2.0758238118727241e-05 -0.00016569876663660827 -5.427468925942068e-05
leaf_count=17846 2514 8539 32789 37628 10055 36102 2095 9495 30799 13426 22350 4986 4933 2474 807 746 11583 34086 3940 644 10597 6196 1210 5783 2953 18485 5141 14760 7261 1708
internal_value=0 -0.0571232 -0.0848216 -0.164829 -0.0254631 -0.300559 0.169498 0.0349945 -0.000193948 -0.242727 -0.349367 -0.355194 0.212582 -0.066395 -0.0846098 0.20626 -0.127134 -0.182313 0.0340813 0.0123111 0.250956 0.135498 -0.0708873 -0.399256 -0.0954779 0.00248702 0.112608 -0.0783253 -0.0860142 0.247103
internal_count=361931 267872 241537 114032 127505 55410 26335 75872 63923 94059 40196 46871 23821 58622 56148 11949 51633 53863 53868 49928 21726 11129 19777 41885 55341 49284 6351 52388 40050 11203
shrinkage=0.000621721


Tree=625
num_leaves=31
num_cat=0
split_feature=65 859 543 789 401 1458 733 921 723 639 21 1430 1160 816 1229 809 553 795 548 785 710 1463 1463 1454 705 1076 885 906 1458 1450
split_gain=152.696 140.207 113.101 101.405 102.274 99.5567 99.5357 81.4393 95.1517 75.8008 75.649 75.5201 136.538 62.0889 61.1047 63.9355 60.9325 54.8116 54.5373 53.244 66.3781 51.393 59.7861 51.7221 51.0452 50.1218 49.7962 49.4115 47.8026 48.2566
threshold=1.6527691397016595 -0.54135187694831066 1.0000000180025095e-35 1.1248358748350926 0.66778437295061321 0.20667703603638712 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 0.19073893183266846 -0.70163543588998201 1.0000000180025095e-35 1.0000000180025095e-35 6.0906794990390116 1.0000000180025095e-35 1.0000000180025095e-35 0.18166035688709309 -0.29258408639884992 1.3419342387057427 -0.86283290253235112 1.8242797381313243 0.27735576329560918 0.040494202082528748 -0.58754815837321106 -0.25772509738002097 1.0000000180025095e-35 1.0000000180025095e-35 0.26504090174952816 0.40777385144286077 -0.12464057240991257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 7 6 11 9 -9 19 21 12 13 -3 15 -2 -12 18 -13 -1 27 22 -7 -24 -6 -11 -14 -21 29 -23
right_child=14 2 -4 -5 24 10 -8 8 -10 25 16 17 26 -15 -16 -17 -18 -19 -20 20 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064985113957859619 -0.0011977241788659069 -0.00070981209866829824 -0.00055211036369766603 -0.00039126920403698964 0.00013759867175029255 0.00050023350202977408 -0.00053940481249599578 -9.9578419320943922e-05 0.00096761511644886738 -0.00012055073310967062 0.00011146503964881979 0.00033516925263734124 -0.00037616802359541172 0.002728772562508963 -0.00022887812562488128 -0.00042555270182296801 -0.00045738151905058098 -0.0001229906406174436 -0.00040941846362925119 0.00012936053315029406 0.0007612473550949446 -0.00064256882647553421 0.0032665089971743231 0.0010275530027377396 0.00081911248500225677 -0.00087979996252802583 0.00015944902748676659 -0.00031220134942935097 -0.00024677559910423933 0.0020842058214249558
leaf_count=5244 11063 23015 24798 11075 5011 9895 26355 4908 6474 9966 25992 21889 9547 134 24408 11924 8737 33047 4418 26292 4031 384 460 1116 10164 5458 16547 14084 4864 631
internal_value=0 -0.0144712 -0.047717 0.0498622 0.0733079 -0.0308534 -0.0633348 0.0387344 0.201172 0.00770931 0.0477722 -0.0365871 -0.1036 -0.248152 -0.164644 -0.265133 -0.00868548 0.0123648 0.083939 0.0471025 0.0209483 0.165347 0.249064 0.62197 0.221792 -0.134108 -0.00640351 -0.00650002 -0.000701208 0.427974
internal_count=361931 314536 211829 102707 91632 187031 134952 76457 11382 65075 52079 108597 49243 23149 47395 22987 34729 59354 26307 49651 44407 17350 11471 1576 15175 15424 26094 40376 5879 1015
shrinkage=0.0027211


Tree=626
num_leaves=31
num_cat=0
split_feature=476 1235 457 705 659 1469 1452 1465 21 1458 1470 487 785 1425 921 21 566 771 134 21 1458 1464 1008 1455 1460 1460 1453 21 1451 761
split_gain=147.954 129.134 123.428 113.07 98.8479 96.1908 113.169 135.544 112.382 87.0697 83.9436 81.4382 77.064 76.8359 68.2327 65.23 65.0466 65.5646 64.3606 59.9458 59.1308 74.6251 58.5064 55.4511 54.7837 69.7936 54.4286 65.8492 54.024 50.1595
threshold=-1.316508667510939 -1.24934742919911 2.3716694046974869 0.87723755459486374 0.62821384419828064 0.26697426476209379 0.38614139544283571 -0.24758448501956196 -0.70163543588998201 -0.71693843586677841 -1.1535394197080833 0.57260068666878883 -0.86283290253235112 -0.49854827941355384 0.62154522891879982 2.1349806934485605 2.3824772829776841 2.1044043402245265 -0.3949157635235564 -0.70163543588998201 -0.06493454140346698 1.0000000180025095e-35 0.49770748366498269 0.40822562400327617 0.18630958468469744 0.25278969693660014 -0.15756041086973707 0.2439032738895319 -0.24866297318789465 1.2857704521261215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 10 3 5 14 8 9 -8 -3 15 -2 19 -10 -12 16 26 17 -5 -14 22 21 -11 -1 -24 -23 -26 27 -7 -9 -16
right_child=1 2 -4 4 -6 6 7 28 12 20 13 -13 18 -15 29 -17 -18 -19 -20 -21 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00013274530546069643 0.00034445094695126713 0.00039858386850382104 -0.00073556676540774424 0.00013279365758253603 -0.00020874930943384122 -0.00043471953717314025 -0.0015394597532455785 0.00093152790403992747 0.00044427949221154117 -0.00056150615257328064 -0.0008205091481623489 -0.00066322296152117419 3.5865768993269551e-05 -0.00024367639967221984 0.00061837259405731577 -0.002074682686634995 0.0012538798484856299 0.00087024821733588107 -0.00029791713857765648 -0.0003593679100679969 6.0670506262450561e-05 -0.00018980783714295232 0.00020561713283779928 0.0016022281936005781 0.0036589735767011884 0.00048359401455493409 0.0010419942154188068 0.00081265130775898308 -0.00070458429751845927 0.0017041573603343528
leaf_count=12858 5563 25246 8717 29829 10813 3238 5011 1250 8891 21087 14902 25523 49309 28741 6203 379 1664 4269 30085 31577 14854 6559 3687 1374 201 1804 3218 2377 1298 1404
internal_value=0 -0.00821122 0.0105401 0.0186677 0.100536 -0.00860741 -0.0793017 -0.344407 0.0272161 -0.0458835 -0.121776 -0.128259 -0.00839768 -0.160313 0.143849 0.145949 0.105067 0.0842078 -0.0304256 -0.0756777 -0.0858945 -0.143641 0.0358758 0.253648 0.0274961 0.331559 0.181425 0.0484514 0.0437506 0.316278
internal_count=361931 286912 237706 228989 54182 174807 61276 7559 113531 53717 49206 75019 88285 43643 43369 9212 35762 34098 79394 49496 44505 29651 17919 5061 8564 2005 8833 5615 2548 7607
shrinkage=0.00261544


Tree=627
num_leaves=31
num_cat=0
split_feature=785 516 728 136 1307 1096 852 608 896 602 917 953 671 609 928 253 784 796 622 1458 579 21 766 281 747 795 728 656 588 705
split_gain=428.752 328.196 202.521 199.021 161.517 134.967 131.248 121.7 114.249 97.9262 91.0429 74.3285 95.705 71.4082 70.2604 69.8215 61.4942 61.746 60.3673 60.3352 59.2864 58.7607 58.6052 65.9323 56.3332 55.4095 77.2088 66.0276 65.7822 53.6424
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6294210021612947 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 -0.43454379769620094 1.0000000180025095e-35 -0.65713348567575725 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.52992354128753727 1.0000000180025095e-35 0.9594655836162902 -0.75739456769098112 -0.31095723710113859 1.6432510327171366 0.38369638209385348 -3.9164670491403295 -1.695011218147956 0.022776133890683632 1.0000000180025095e-35 -0.29258408639884992 -1.3163276726681863 1.0000000180025095e-35 2.250834115212506 0.29476615584548899
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 7 6 11 8 9 14 -2 22 12 -1 -5 -3 19 17 -8 -15 25 -9 -12 -4 -24 -23 -10 27 -27 -28 -7
right_child=1 2 10 13 -6 29 16 20 15 -11 21 -13 -14 18 -16 -17 -18 -19 -20 -21 -22 24 23 -25 -26 26 28 -29 -30 -31
leaf_value=-5.7906166319565939e-05 -0.00032583159667293958 0.00012200777823785311 0.0004640558061327704 -0.00012602481145776269 -0.0001647234281114347 -0.00015199321528452662 0.00020160650662011365 -0.00015998707248603559 2.4624641029152675e-05 -0.00017575235847339514 0.00071306306520632352 0.00022992239769636347 0.00020523069344614655 6.9027949655650465e-05 -1.7151768498884314e-06 -0.00012374692719499528 0.00025379832507616278 -7.0876148208660782e-06 -8.0755910087043888e-05 0.00017593688154601153 -4.1564826048998644e-05 -0.00021590359563836056 -0.00012871852893339136 8.3164414838817423e-05 -9.672160684904817e-05 0.00022776040709327456 -0.00014838509215899876 -0.00010191752121536588 0.00016557186026817112 7.8985241217730134e-05
leaf_count=5383 26151 13023 452 17777 16333 5106 3952 37341 16746 24522 123 11043 4838 11312 25989 22047 4167 7750 10658 2488 12518 25378 8718 5729 15871 2623 17235 2220 1249 3189
internal_value=0 -0.117008 -0.0618153 -0.202128 -0.0215742 0.137391 0.00179019 -0.260611 -0.0258364 -0.350341 -0.180569 0.219841 0.0990938 -0.0782875 0.0592246 -0.0806198 0.167936 0.093188 -0.00135716 -0.0336385 -0.187945 -0.237484 -0.0314361 -0.059395 -0.243415 -0.0541707 -0.119187 0.110923 -0.180235 -0.0862711
internal_count=361931 332372 192093 140279 135822 29559 119489 100532 103620 50673 56271 21264 10221 39747 39012 64608 15869 11702 21970 42561 49859 41372 14899 14447 41249 40073 23327 4843 18484 8295
shrinkage=0.000686431


Tree=628
num_leaves=31
num_cat=0
split_feature=253 1354 1442 729 416 659 816 561 471 21 675 548 797 854 150 961 1425 1430 470 809 1311 1461 953 718 588 835 596 75 503 1091
split_gain=147.785 100.708 94.344 91.7574 77.3955 77.7517 75.6318 75.512 72.7743 68.061 66.8274 65.2012 68.577 96.7417 71.5952 75.3638 64.942 64.158 54.0235 53.7923 53.2467 51.4833 50.2417 49.7687 61.8131 48.962 46.8082 46.6566 43.9402 47.1099
threshold=1.0000000180025095e-35 2.2838735449754539 -1.2625182715263061 0.75637635299260908 -1.2636881581364936 0.62821384419828064 2.9000507500104784 0.55894040826437752 -0.93081268283970298 -0.70163543588998201 0.44359160413691395 1.6327850790471963 0.63961785378869596 -0.87473648844905705 -0.64200489332194854 2.7378363749037904 -0.49854827941355384 0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35 3.6225485867211153 2.5032120688259147 1.0000000180025095e-35 1.0159173274103563 2.250834115212506 -0.86437275933741364 1.9758895415007218 0.0223079672158942 1.3295622171877242 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 19 4 -1 6 11 17 9 -5 26 12 14 -14 -6 16 -16 18 -4 22 28 -21 -2 24 -15 -13 -10 -20 29 -9
right_child=2 -3 7 8 5 -7 -8 20 10 -11 -12 25 13 23 15 -17 -18 -19 27 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00042230102673247803 -0.0014456431814622596 -0.00068507685902106799 -0.00038512942596048851 9.1183695679360579e-05 9.7786472899831458e-06 -0.00014795603907125418 -0.00098675279269453049 -0.00068982686013132157 -0.00024717072835853224 -0.00070920562609411793 0.00026836557725106255 0.00046767530766726642 0.0010888466071362626 -0.00048618043807262045 0.00018920197781962945 -0.00063311643841467259 0.00053948389638766136 0.00024034707859433297 0.00018652643857140574 -0.00041709124908693388 0.0036971879268758649 0.0011415860239391937 -0.00058073249659124798 0.0004494944754356083 0.00091125573662350083 -0.00047716097572461945 0.00077883568908388703 -0.0002732933514356618 -0.0011803268301167323 -0.0001085458270315468
leaf_count=10007 7467 8198 26320 5932 20574 25727 1541 10786 32962 14163 14715 2644 1662 11636 24503 2555 41108 16358 16091 17974 87 730 8195 2648 868 8891 1471 12141 3354 10623
internal_value=0 0.00305013 -0.092853 0.0107936 0.0377554 0.04898 0.0714624 -0.0593032 -0.0605727 -0.182956 -0.0150965 0.0777021 0.0919276 -0.0298847 0.114807 0.145924 0.157928 -0.0238766 -0.0628968 -0.210566 -0.173959 -0.131983 -0.339759 -0.0856084 -0.141493 -0.094341 -0.0746509 -0.00260516 -0.181602 -0.144295
internal_count=361931 231805 130126 223607 154364 144357 118630 95760 69243 20095 49148 117089 105554 16814 88740 68166 65611 70910 54552 34366 24850 18704 15662 15152 12504 11535 34433 28232 24763 21409
shrinkage=0.00261544


Tree=629
num_leaves=31
num_cat=0
split_feature=785 728 516 1307 727 852 274 595 896 608 612 56 50 706 395 713 507 962 795 588 703 651 583 689 978 962 928 1059 382 1047
split_gain=391.141 301.66 208.684 148.101 143.701 131.395 106.627 102.839 101.22 87.513 76.8816 73.9807 77.2965 71.1058 69.3245 68.9684 138.791 77.937 84.062 72.8475 68.9702 70.3603 67.445 61.278 64.8409 60.9982 60.7975 60.6025 57.3742 56.4065
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6294210021612947 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.43454379769620094 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 0.62672487627420737 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3714217264408297 -0.29258408639884992 2.250834115212506 -1.4278711406352407 1.1107569744011787 -0.55326332990463356 -0.4288425582216272 1.8476456806077526 0.78457125397875782 -0.52992354128753727 1.0885083440240186 1.0000000180025095e-35 2.3738149868247693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 5 13 8 9 10 26 14 11 12 -3 -1 -2 20 19 18 -18 28 -10 22 -22 -13 -25 -6 -4 -7 -17 -9
right_child=1 7 3 -5 25 27 -8 29 15 -11 -12 23 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015598912342850785 -0.0003034820681703185 -0.00024930002145277222 0.00011951143717539814 -0.00017416913331967253 0.00022926415565014573 7.9309084842721033e-05 -2.7761559584326695e-05 -0.00031494999492459228 -0.00018954432878737502 -9.8069509911059895e-05 -0.00029603839470087072 1.790209775392358e-05 -6.0754340467073989e-05 7.0942809655829726e-05 -0.00014598770886768185 0.00021693096437796629 -6.9909694786015798e-06 -0.00029504793542304468 -0.00015982734623174705 0.00058645472110318555 0.00026465757886087922 -0.000226414791599908 2.5534928508291741e-05 -0.00014598093992051334 0.00016175597316185692 -9.7856087539737083e-06 -5.2837507719612074e-06 0.00031423340694755624 -9.8983548447072124e-05 0.00019096226277798563
leaf_count=5567 19004 23712 13023 16333 14134 13058 23507 19629 3219 36897 10255 11133 8268 6984 17207 2430 14397 6769 21178 586 4072 1636 7969 24495 1749 2874 25989 2811 2352 694
internal_value=0 -0.114145 -0.0750657 -0.0244833 0.129882 -0.00209852 -0.155386 -0.225349 -0.0297809 -0.200905 -0.191747 -0.167054 -0.255449 -0.0312235 -0.289559 -0.0814539 -0.122389 -0.1663 -0.130669 0.167202 0.0319745 0.0929675 0.147426 -0.104861 -0.165018 0.252829 0.0504243 0.164564 0.0857155 -0.394901
internal_count=361931 332372 232437 135822 29559 119489 96615 99935 103620 73108 79612 69357 31980 12551 36211 64608 47712 42344 35575 5368 16896 13677 12041 37377 26244 17008 39012 15869 4782 20323
shrinkage=0.000743015


Tree=630
num_leaves=31
num_cat=0
split_feature=50 56 257 426 62 1091 785 712 1039 1459 789 710 1323 964 561 21 125 1329 1450 1151 629 1148 340 1085 1449 671 748 389 807 1430
split_gain=146.219 210.11 108.112 106.911 104.743 86.8492 78.4165 76.6901 73.959 68.2506 67.4762 60.4433 66.2777 64.6638 59.7365 57.6073 56.8327 50.7068 50.379 50.2143 49.6675 45.5459 45.3579 45.5385 48.1867 45.0863 44.802 42.9645 42.856 42.7359
threshold=0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.63845120823967028 -0.97978507835213413 0.69009342306031496 -0.86283290253235112 -0.63779424894106762 -0.58894358108911671 0.73871680408646412 1.1248358748350926 2.0990458417769733 2.9187729016580457 1.0000000180025095e-35 -0.19832206496308272 -3.2545899522946695 1.5320262332576917 -0.064223184804302377 0.88343564287383192 1.0000000180025095e-35 1.0238433671110341 0.85514867284464147 1.8162821653890682 1.0000000180025095e-35 4.2566774641956151 0.66766422009387627 1.0000000180025095e-35 0.87707395870045979 3.5737384174799574 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 19 -1 7 -5 27 -4 11 14 13 20 15 28 -8 29 -16 22 -3 -13 -15 23 24 -9 -12 -20 -6 -2 -17
right_child=10 3 8 6 5 -7 9 18 -10 -11 25 12 -14 21 17 16 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00093308021619658004 0.00029725011030462908 -0.00041045586389284723 0.00015467357976364814 0.00045241598252218667 -0.00020137990627662911 7.1590804003617098e-05 0.002517406405282929 -0.00077327360077493685 -0.0002622176164278431 0.00030578601515267258 0.00020604124202308938 0.00053635421280280701 0.0032479598901778896 2.403470683521089e-05 0.00014081667970882499 -0.00040020751380540591 0.00021245996670937777 -0.00023620622855768735 0.00031075992250642625 -7.4438924124615937e-05 -0.00088998767272004131 0.00051328424935765424 -0.0014881493327710076 -0.00034183450421612681 0.0038414534533422716 -0.00046482131642874445 -0.00079210751462726757 0.00071152099584261452 -0.0015936248138009894 -9.5926770294675311e-05
leaf_count=17482 36927 20218 15262 10313 5902 9423 143 22510 31380 14823 3307 4412 146 19235 24085 23291 6624 12401 3117 27447 649 4685 2766 12372 50 7164 1741 1653 279 22124
internal_value=0 -0.0547084 -0.132752 -0.00480591 -0.196899 -0.156355 0.0303623 -0.203036 -0.0526555 0.0112684 0.047317 -0.0140334 0.206725 -0.0293622 0.0694767 -0.075176 -0.0795977 0.00752092 -0.248 -0.097185 0.160943 0.0551455 -0.281687 -0.261038 -0.33897 -0.113011 -0.0195876 0.0125008 0.127261 -0.109732
internal_count=361931 277768 123658 154110 77016 59534 106445 50111 46642 96132 84163 81309 5207 76102 73692 52182 52039 36486 42556 47665 5061 23920 37698 34932 22560 10471 4858 7555 37206 45415
shrinkage=0.00223225


Tree=631
num_leaves=31
num_cat=0
split_feature=198 184 1458 21 1436 1430 1469 785 731 930 678 921 519 1166 1010 1091 50 878 395 791 882 816 944 21 785 583 884 986 1463 583
split_gain=144.185 124.185 123.438 134.001 115.485 263.499 146.276 85.9216 77.9301 123.681 104.332 88.4603 77.0731 72.6506 72.2969 65.2724 64.5798 61.8405 60.7643 60.7363 70.2493 59.7041 55.7793 55.2474 55.149 55.0851 53.2506 51.9921 51.3309 50.368
threshold=1.0000000180025095e-35 1.384368771371848 1.8460070869938618 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 -0.86283290253235112 1.7256957373890334 1.0000000180025095e-35 0.34708990927187483 1.0525743831388839 2.1420547332082829 -0.94772631485393388 3.0713252103476614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.44470034393954044 6.0906794990390116 0.53713281317862982 1.189441983669046 -0.38035204659413802 -0.55326332990463356 0.66905551989196432 -0.59718233975921919 0.26178017910560175 -0.55326332990463356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 26 -6 10 25 12 19 14 -7 22 17 -15 21 23 20 -12 24 -9 -2 -8 -10 -5 -22 -18 -14
right_child=18 -3 -4 4 7 13 15 8 9 -11 11 -13 29 16 -16 -17 28 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021226487889122658 -0.00061162869574888268 -0.00032876107562101954 0.00040062734478684884 0.00014813050456894647 0.00039159500149041766 -0.00021208915896337498 -0.00048746260453356207 -0.00026390674270880435 0.0011022151703684348 -1.983344046008796e-05 -0.00015742069378182444 0.00069447625155616953 -0.00027317492795138093 -8.5552728364486031e-05 0.0012306437845101205 -0.00013488147968154625 0.00013693969745571274 -0.00027239615303595408 -0.00016023228368476148 0.00038827905145370691 0.00087029434621516285 0.0021226102205486545 4.5782172628691869e-05 0.00019485289286146822 -0.00093569314947831344 0.00039154035644569822 0.0015862671556365884 9.0343657828775785e-05 0.00053147383279099054 0.00060198166011183078
leaf_count=439 21357 29777 13048 4131 12871 18907 12563 53081 3165 12014 19394 4380 1644 18812 607 8444 21322 10492 24945 8360 2017 108 15694 2001 19978 5629 435 4650 7867 3799
internal_value=0 -0.0108341 0.00211538 -0.0087052 -0.0110022 -0.0635753 -0.192877 0.0281683 0.0116352 0.130359 -0.0108787 0.0720059 -0.0622407 0.0215364 -0.0845152 -0.237764 0.0619896 -0.282825 -0.15087 0.0363713 -0.0120092 -0.344403 -0.0922118 -0.250947 -0.353591 0.320481 0.149996 0.162227 0.119272 0.166436
internal_count=361931 313628 283851 270803 270364 123059 56151 147305 134434 20808 113626 38801 74825 66908 69382 51585 48001 43141 48303 34421 26061 32649 68775 23358 32541 8794 4566 6667 29189 5443
shrinkage=0.00206225


Tree=632
num_leaves=31
num_cat=0
split_feature=785 728 1307 516 727 852 608 896 470 689 464 928 706 464 576 21 497 1059 564 691 927 1151 706 119 470 416 1303 1043 462 340
split_gain=449.994 330.428 228.337 211.6 136.154 135.079 108.758 106.311 93.5998 88.1349 78.7142 70.4741 70.0294 68.4751 62.4313 62.2886 62.1546 61.3455 60.3659 58.4659 57.9618 57.2173 56.6544 56.3448 71.8181 56.2873 55.5968 53.5241 52.4709 52.3909
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6294210021612947 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 -0.43454379769620094 1.0000000180025095e-35 -0.4288425582216272 1.0000000180025095e-35 -0.52992354128753727 0.62672487627420737 1.0000000180025095e-35 -0.64782611375555454 1.0000000180025095e-35 2.1570521254726853 1.0885083440240186 1.9546110090380651 0.32551924250032394 1.0483613175537825 1.0000000180025095e-35 1.7192239619957821 1.0000000180025095e-35 1.0000000180025095e-35 -0.73193291565771224 1.0000000180025095e-35 -1.2025398219287566 1.9321621796069277 1.8162821653890682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 12 7 10 11 13 -10 -2 -5 -1 -3 -9 29 -11 -7 20 25 27 -4 -23 24 -17 -8 -12 -14 -16 -6
right_child=1 8 21 5 15 17 19 14 9 16 26 -13 18 -15 28 23 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013008800182961317 -0.00023606538983318294 -0.00030020220051453045 -0.00027675566926714827 0.00011929850699248552 0.00012129347064758311 7.6475021763362572e-05 -0.00013722685794752347 -0.00012831134692809138 -1.7260241555412402e-05 -0.00017553678741771329 -4.8477752992358973e-05 -4.9283758999048557e-06 -0.00055502064547146342 -0.00016709606976251479 -1.6064387407297134e-05 -1.2453548950505916e-05 6.3141027214629609e-05 0.00029483684731960953 0.00039349789570445806 -0.00013307807454688821 0.00037572301949030749 -0.00014184258141630935 0.00058050677025856998 0.00036218757573575652 0.00031416763444129113 1.687544787591651e-05 -0.00021714771011806261 1.343714484835301e-05 -0.00021782744511363063 -0.00027863178695211924
leaf_count=5567 20276 22241 11538 13023 6187 13058 6450 18905 13869 35136 14161 25989 368 26330 42823 2409 2359 2811 906 12197 722 19116 264 4946 2760 22824 6122 4988 2880 706
internal_value=0 -0.11643 -0.0755029 -0.0526097 0.145038 0.000608198 -0.139138 -0.0274825 -0.232667 -0.169936 -0.226827 0.0547726 -0.0118143 -0.31516 -0.0804579 0.264419 -0.229181 0.169616 0.113595 -0.0682625 0.0423089 -0.269664 -0.19057 0.367563 0.222193 -0.0201644 -0.14087 -0.0296482 -0.0409435 0.118153
internal_count=361931 332372 232437 201519 29559 119489 82030 103620 99935 51364 40559 39012 12551 48571 64608 17008 37495 15869 6984 41471 6078 30918 19380 10115 5169 29274 20283 5356 45703 6893
shrinkage=0.000686431


Tree=633
num_leaves=31
num_cat=0
split_feature=545 785 332 395 540 728 713 194 1323 550 602 539 528 1097 664 803 1092 567 872 942 1464 21 1367 578 1016 608 945 1292 789 1458
split_gain=428.419 354.824 265.867 296.628 209.812 130.468 123.226 117.195 118.146 115.866 112.586 138.059 98.7292 95.5505 88.7547 87.8226 85.4049 83.8729 85.0555 76.7694 74.5613 74.1854 73.0894 70.1979 71.7082 101.64 65.0574 64.8773 63.8044 62.3477
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.5271592296785539 -0.77783235518120974 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3633726830512116 -1.2571877020351898 1.0000000180025095e-35 1.9682860324222273 2.9499917481720264 1.9230512149791059 3.0757328524286596 2.231519495564001 -0.014205097036277146 -0.70163543588998201 0.61047007421192445 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.9181452473571214 1.0000000180025095e-35 1.1248358748350926 2.8238293063641735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 6 3 5 14 -3 -2 8 -6 10 11 -1 22 -8 28 19 -9 18 20 26 -10 -12 27 -15 25 -25 -5 29 -4 -7
right_child=1 2 4 15 7 12 13 16 17 -11 21 -13 -14 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00042237781457591539 -0.00020016135276908656 -3.3607475819513488e-05 -3.2290300058717962e-05 -6.0756609886923562e-05 -0.00014409623513684253 -0.00039662001785992484 -0.00013795172379342901 0.00017963515469787537 -3.5144215623493901e-05 -3.1204745244508514e-05 -6.0591047173547888e-05 -0.00018747332103982972 -4.5640794940357854e-05 0.00036330913838743479 -0.00021527850398434355 0.00017561369972203915 -0.00028756924279300738 0.00021870537905389651 0.00048948411464492874 0.00018589555323726689 7.5820204539973421e-05 -0.00019175614610120976 -0.00013398917288569891 -8.7303102475715184e-05 0.00023609944886487144 0.00019194050578500511 -0.00029925981251933146 -0.00023009066290219864 -0.00018538563133937012 0.00044056761212909204
leaf_count=16754 2452 8539 32789 50295 10055 21097 2093 11203 30799 12442 17538 20008 4986 3206 11583 3201 746 3940 644 2236 18485 27317 7039 4698 8409 5477 2890 13524 7261 225
internal_value=0 -0.0536165 -0.0804301 -0.162174 -0.0198468 -0.296068 0.166061 0.0437719 0.00842644 -0.233293 -0.269364 -0.382341 -0.35087 0.207671 -0.126807 -0.0652284 0.215268 0.0428297 0.0203004 -0.0861927 0.0104702 -0.199622 -0.394835 0.247019 0.199804 0.0878002 -0.103753 -0.447567 -0.0840863 -0.54839
internal_count=361931 267872 241537 114032 127505 55410 26335 75872 63923 94059 81617 36762 46871 23883 51633 58622 11949 53868 49928 55421 49284 44855 41885 21790 18584 10175 53185 34846 40050 21322
shrinkage=0.000700159


Tree=634
num_leaves=31
num_cat=0
split_feature=1357 1290 953 1223 50 194 1465 683 816 928 200 729 1436 747 1450 56 606 1458 1466 1465 740 1151 1036 1093 1461 1454 1465 1458 785 182
split_gain=144.784 101.801 100.535 113.912 96.124 192.775 90.1309 84.4746 77.8156 68.888 67.9571 62.256 61.9882 60.8406 52.1664 55.926 50.1836 48.7166 48.4891 52.2525 47.2529 47.0855 48.2758 44.1952 43.7063 41.712 41.6755 61.7959 53.9573 41.1033
threshold=1.0000000180025095e-35 1.8124611990991408 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.37973282798721492 -0.76344857304914582 1.0000000180025095e-35 -0.52992354128753727 -0.67281916063428748 0.75637635299260908 1.0000000180025095e-35 0.34871943973277292 1.3752107613672571 1.0000000180025095e-35 0.44224916350105375 1.136946192861312 2.3955660385451081 0.42261052687510853 1.0000000180025095e-35 0.54378645269797976 -0.063792062060646762 1.0000000180025095e-35 5.4281164756817288 -0.82542789839051101 -0.64976765822460247 -0.24405659694353735 -0.86283290253235112 2.9771720543744333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 14 8 -2 11 -10 -4 -6 -9 26 15 20 -11 -15 19 25 23 22 -12 -1 -3 -8 27 -7 -28 -25
right_child=2 24 10 -5 6 13 18 12 9 16 21 -13 -14 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 29 -26 -27 28 -29 -30 -31
leaf_value=-0.00054912963146804558 -0.001355331346568858 -0.00049820802465170525 -0.00032472709540459256 -0.00019552651686296016 5.0392574096812957e-05 -0.00077478550464751524 0.0045534328543705253 -0.00074755817433782461 0.00044735273623623841 -6.1830989527160348e-05 9.4868591353312849e-05 -0.00038524238119332788 -2.1456381670584039e-05 0.00023136026177429471 0.00026393982481479549 0.00020500109656367482 0.00038605761122665629 0.0010885204579108437 0.001180962973919899 0.00028566225394923702 -0.00026128448978844724 0.00035428863049369802 -0.0003216723853640394 -0.0012007160424257314 0.0032758104701198611 0.0011054292780790364 0.00080156979334028021 4.000015508796877e-05 -1.0904733964073952e-05 0.0020143223425758152
leaf_count=16958 10168 13091 26244 34905 21985 5298 100 15560 16716 25916 20617 17804 5400 17327 3343 3542 8409 1691 1751 21359 11336 9651 12822 8953 69 1011 2327 5863 21586 129
internal_value=0 0.0045029 -0.0892058 -0.160822 0.0154377 -0.0384243 0.0549672 -0.2876 0.0237288 0.0750646 -0.0335089 -0.0508988 -0.212958 0.0379595 -0.170495 -0.197334 0.0212867 0.126631 0.165778 0.138757 -0.228559 0.0152773 -0.0234085 -0.295675 -0.190772 0.572548 -0.0187126 -0.130781 0.0316339 -0.459061
internal_count=361931 226564 135367 66033 213404 98353 115051 31128 90830 51041 69334 39789 20960 54092 44261 40918 34325 19018 24221 22470 37376 43090 33439 26040 13160 1111 35074 11161 23913 9082
shrinkage=0.00246459


Tree=635
num_leaves=31
num_cat=0
split_feature=683 785 332 395 471 728 728 257 194 1243 21 597 803 578 664 602 608 848 728 1367 131 1455 1461 497 665 1450 21 548 1023 873
split_gain=393.327 289.732 244.897 279.064 182.47 147.343 121.025 116.644 115.555 112.696 105.791 98.1593 95.437 85.9066 85.3853 80.8234 111.306 79.2444 86.9372 77.8392 74.8796 74.8149 73.227 68.2837 67.9785 67.0777 63.1988 61.0376 60.9057 57.5576
threshold=-1.07329023030195 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 -0.49008176997875957 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.14000445396469943 -0.70163543588998201 0.4590488840311347 1.9682860324222273 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.0023128048514438936 -0.49008176997875957 0.61047007421192445 -0.97947116861403372 0.75934798726561159 2.3659731523752021 2.1570521254726853 0.85652824257920523 -0.35950514493807501 -3.9164670491403295 -0.40317080334297789 6.1500100900864334 2.242218440812676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 5 9 -3 -2 8 -1 14 21 19 17 -8 20 16 -15 29 -19 28 -4 22 -9 -22 -13 -6 -11 -10 -7 -5
right_child=1 2 4 12 25 11 13 10 27 26 -12 24 -14 15 -16 -17 -18 18 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00038037336849115674 -0.00018777449053963624 -1.0360999096826237e-05 -0.00010573612031307122 -3.4830035241292967e-05 -2.0168026242094099e-06 -0.00034729216919959864 0.00034112836476652602 -9.6256181388334062e-05 -6.2155365049226799e-05 0.00066134334490616938 -0.00017232381440339636 -0.00020552121470609225 0.00019089749338224948 -0.00013143232847772005 -0.000146022785145544 0.00019148960819819397 0.00014680722423370319 8.6987778847100907e-05 -0.00019037282842253344 -0.00013287620784922493 1.4645483967187746e-05 0.00018313675722404427 0.00043139296137652039 0.00022719362713670988 5.9701140601583683e-05 0.00010834149142995567 -0.00014543552366442456 -0.00024337592577182315 0.00080532061786867137 0.00022863794853550241
leaf_count=17375 3018 7995 11178 34851 19889 29459 3403 14887 7801 174 31827 8699 3209 5540 11455 9997 6355 2981 16310 5930 32972 3169 616 3115 3275 23425 26932 14333 82 1679
internal_value=0 -0.0526314 -0.0775386 -0.156554 -0.0198288 -0.287805 0.139055 -0.228863 -0.339234 -0.0779498 -0.162829 -0.344869 -0.0627601 0.182198 -0.028699 0.136062 0.0237925 -0.0846306 -0.199622 -0.416711 0.00640171 -0.028188 -0.0994807 0.0484258 -0.170057 0.0813221 -0.194035 -0.239492 -0.477634 -0.0290523
internal_count=361931 271923 243610 114470 129140 55440 28313 90008 39509 85826 50499 47445 59030 25295 58720 21892 11895 55821 19291 35471 47265 18672 15503 36087 11974 43314 27106 22134 29541 36530
shrinkage=0.000714163


Tree=636
num_leaves=31
num_cat=0
split_feature=785 181 728 852 728 784 921 815 1223 705 1447 1237 497 519 524 412 784 513 432 1160 1361 712 1469 716 662 590 647 533 401 1458
split_gain=441.351 325.177 240.081 183.059 147.829 130.575 107.613 102.164 121.99 91.3133 90.3027 88.603 86.0622 82.3212 79.5042 78.3229 74.9634 86.4367 73.0016 72.3212 82.886 66.4346 66.3283 64.8875 63.5935 63.7155 89.4961 61.5751 67.5323 58.7924
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 -0.49008176997875957 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.37185795862114152 0.74484333252909696 1.4298092310842805 1.7001250133015622 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0454229551509682 0.1158600587803172 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -1.2987941639197651 0.39849607246918939 -0.58271687606615485 0.58895901036483078 -0.87782724458594241 1.0000000180025095e-35 1.0000000180025095e-35 0.24391125146464598
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 -1 7 -7 8 22 -9 14 19 18 15 29 21 17 -11 24 20 -6 -3 -5 -8 25 -4 -27 28 -23 -2
right_child=1 13 12 5 11 6 23 9 -10 16 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00019700886344850343 -0.00011443544899005915 -0.00011792822052445757 -7.7100782322515733e-05 0.00018502542037318712 -4.49166331448599e-05 4.7948181516069701e-05 0.00035528221091348097 -4.7979488621265359e-05 -1.1018472271726562e-05 8.0453115423776071e-05 2.8095828779732415e-05 -0.00016417032662091512 5.2358215372241569e-05 1.9763672019216452e-05 -0.00019325820177863357 -0.00010076917320231409 -8.2515758346859283e-06 0.00032969193762363196 -0.00023978980105372963 0.00022860854863078952 0.00018880301057293389 -0.0004597169699848561 -0.00020029166725211696 -0.00014005903141229935 -0.00015061275500812891 0.0005399385964804088 -8.8733106124279387e-05 -0.0002047522461070656 -0.00025162497210289784 9.356980732381687e-06
leaf_count=3396 29734 10378 8182 924 5692 16429 3752 21791 22684 10631 10235 1877 4681 3878 22580 14128 11208 3291 20062 12557 6037 10731 18863 596 43612 861 1057 20314 10391 11379
internal_value=0 -0.118911 -0.0867818 -0.0483576 0.139583 0.0031106 0.145037 -0.0319759 -0.111784 0.0289129 -0.132531 0.187713 -0.196227 -0.264061 -0.165152 -0.286348 0.107495 0.202695 -0.217633 0.219765 0.108435 -0.333183 -0.25138 0.415494 -0.175104 -0.0201108 0.316323 -0.378818 -0.481836 -0.111975
internal_count=361931 332372 262552 184097 29559 110169 20777 89392 42471 46921 73928 26163 78455 69820 63693 65942 25130 13922 73774 24286 11729 51814 19787 4348 53712 10100 1918 41436 21122 41113
shrinkage=0.000700159


Tree=637
num_leaves=31
num_cat=0
split_feature=871 1145 785 1469 1061 872 21 593 728 317 1357 1452 1089 706 910 21 1468 1460 940 609 662 1461 591 915 961 503 351 1323 1464 1457
split_gain=148.269 131.21 92.0022 86.5137 86.3794 82.142 77.261 69.1603 68.0763 62.9032 62.3004 61.8857 59.3465 68.8689 60.4139 57.8488 65.9082 76.4694 57.1493 55.2951 55.289 53.0195 52.8222 52.0453 49.1491 51.4641 48.4214 44.868 44.6399 44.494
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -1.0470123060412753 -0.38155117396371013 3.0757328524286596 -0.13431221002227373 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.3962008022525787 0.85148356494928035 1.0000000180025095e-35 2.0733145747592965 -1.5195305150102882 -0.70163543588998201 2.4634311514058238 0.69190404625496948 2.3907917078320593 -0.93177752141597858 -0.58271687606615485 3.8316248741925851 -0.73065235057769284 -0.083456083409170587 2.7378363749037904 -0.020040405834623676 0.14029295013246659 3.1011166587218653 1.2376035477492302 -0.014582202676597333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 9 10 11 24 -1 -3 15 -4 -2 18 -15 16 17 21 -14 -17 -21 23 -22 27 25 -6 -16 -5 -10 -19
right_child=12 4 3 5 7 -7 -8 -9 28 -11 -12 -13 13 14 26 19 -18 29 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00052077974003192525 -0.00048790350970712745 0.00011426184886186075 0.00032258748412741014 0.00014928749034693358 1.7154067305076296e-05 0.00085789380480374349 -1.724063260275477e-06 -0.00059818840798360755 0.00040346609982639309 -0.00028981296342088926 -0.00043652840758131401 0.0010473616694593472 -0.00011848316556884722 0.0029542692854106272 -0.0010411184972541866 -0.00040837593706260713 0.0011956185114960127 0.0011189552197930109 -0.0007204708096267378 0.00019575937728412248 0.00013462010640818438 0.0023460704570526856 -0.00017582238455757896 -0.00034345884416293757 -0.00093753614371777671 -0.00042342210749494742 0.0011890435969708214 0.0036446291011056511 0.0012645691884410012 6.4321812071207516e-05
leaf_count=1797 33638 29797 10531 13471 19702 2164 12765 19810 13852 15887 11560 3463 30522 275 538 12659 1502 2615 6242 18955 17355 228 54888 9377 2716 11783 616 73 1562 1588
internal_value=0 -0.00870687 0.0233101 0.00781206 -0.0761871 -0.0140397 0.11427 -0.140563 0.167437 -0.00752684 -0.0209825 0.220334 -0.129549 -0.0691057 0.406798 -0.00867182 0.0814466 0.0547076 -0.0898837 -0.0314138 -0.0144268 -3.41895e-05 -0.0421992 -0.0118877 -0.0819585 -0.0592256 0.167155 0.0755573 0.2109 0.315462
internal_count=361931 290100 190405 173194 99695 146435 26759 54011 17211 45684 144271 13994 71831 38193 1429 132711 28854 27352 36764 103857 91198 23149 72243 22921 34201 31485 1154 13544 15414 4203
shrinkage=0.00232243


Tree=638
num_leaves=31
num_cat=0
split_feature=43 118 852 547 990 921 785 970 729 21 1426 1453 953 728 740 691 982 728 917 609 705 1463 21 1026 840 1451 74 428 706 221
split_gain=143.621 119.755 104.747 81.9864 75.4078 82.4076 80.7478 72.3576 64.6196 63.6199 71.0502 59.0429 57.157 56.5231 54.3842 54.0358 50.5732 49.6572 48.6875 48.1153 47.2679 50.6343 45.2193 43.5667 43.2726 41.4173 41.1403 41.0513 40.9419 40.0352
threshold=1.0000000180025095e-35 1.1315434704044114 -0.22706799479215015 2.2607263609058417 1.09266583130301 1.0525743831388839 -0.86283290253235112 1.278368520573322 0.75637635299260908 -0.70163543588998201 1.0000000180025095e-35 1.1343281912642689 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 0.18638690980176184 3.5955928533842081 -1.3163276726681863 -0.65713348567575725 2.2685729398725978 1.4468603195482965 -0.052537044703927886 -2.7818205974049124 1.0000000180025095e-35 0.85646515913603172 0.043860538130293468 -0.60562166468469314 2.0351964146576198 -0.51759234790056452 -1.25926626741598
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 27 13 9 20 10 -1 12 14 -4 -2 24 -14 -7 -10 -19 21 -8 -12 -3 26 -13 -11 -6 -24 -22
right_child=11 23 3 -5 5 17 8 -9 18 15 22 25 16 -15 -16 -17 -18 19 -20 -21 29 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00042644614583304131 -0.00085134576919194678 -0.00024437260654337062 -0.00055871707233182133 -0.00043375803992243652 0.00017868693679092232 -0.00050290477745996228 -2.3010651153068173e-05 -0.0005740027030464044 0.00017526329391242998 -0.00028277957399393283 0.0026280135211093443 -0.00027105007588420138 -0.00021805939298543566 0.00058090812813352418 -0.00034110781646964444 -0.00040952796943892445 0.0026805109408670944 0.0013522977763729587 -0.00028678022222851363 -0.0015159345506047034 -0.0017176275590222679 0.00023843256952545252 0.00021993607271620668 -0.0008446159419539666 -0.00045708941617050061 0.0005517118377427444 8.8898561268297181e-05 0.0012947940191626727 -0.00052545085351760144 0.00068924088418969166
leaf_count=12788 15090 31678 1220 9037 13309 428 44649 10064 8708 11337 114 3271 35733 10586 16952 17498 158 3182 25138 138 228 29439 3570 4968 6386 3573 31290 735 6378 4286
internal_value=0 -0.00687882 0.00916565 0.0434422 0.0543213 0.179268 0.0353073 -0.0484239 0.0172746 -0.0295745 0.0751299 -0.123098 -0.14647 0.197852 -0.228025 -0.0632474 -0.0857763 0.440219 -0.0684202 0.521256 0.0476836 0.0350685 -0.0791352 -0.131494 -0.0271478 0.0723038 -0.00173936 0.103939 -0.100543 0.252403
internal_count=361931 287154 250508 151083 142046 17792 124254 99425 112448 89361 22850 74777 67933 11806 32042 66511 35891 3748 33846 3320 78602 74088 10062 36646 49013 6844 42627 14044 9948 4514
shrinkage=0.00236888


Tree=639
num_leaves=31
num_cat=0
split_feature=785 728 516 1307 728 789 852 274 507 720 921 717 595 608 578 382 922 677 1309 21 1398 791 1237 533 1361 1367 395 882 896 333
split_gain=388.486 292.901 216.157 154.719 128.505 128.451 130.376 111.634 107.716 106.002 123.698 105.944 100.998 90.9834 90.6056 90.0107 83.1153 81.6051 79.9134 76.0589 77.2629 74.6545 73.3192 69.8477 69.746 79.5931 69.5664 64.9679 64.5463 63.5775
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6294210021612947 -0.49008176997875957 1.1248358748350926 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 0.47434941765559457 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.29878677988246938 -3.9164670491403295 0.44312978011646392 1.0000000180025095e-35 1.4298092310842805 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.44470034393954044 0.13351389361957308 2.9869920577443172
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 5 -1 6 8 13 11 16 17 -4 18 26 -6 -13 -10 23 19 -3 -21 28 24 -11 25 -16 -2 -7 -19 -8
right_child=1 12 3 -5 14 27 29 -9 9 10 -12 15 -14 -15 22 -17 -18 21 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019347931864523407 -0.00030612936738733571 0.00071023972772697882 -0.00013634759785348608 -0.00017337682831010834 0.00036963394891564568 -0.00017410385990147638 0.00017539264963213565 -1.989325855612288e-05 0.00017532800975857154 -0.00024257452509798808 0.0001212576599438608 0.00037027005706610501 -0.00029009646165453475 -9.3607928669619137e-05 -0.00011304828121507256 5.9621799037006703e-05 -3.2828270324133254e-05 -9.36567747815814e-06 -2.732790284134907e-05 -0.00013970702983835586 -0.00029673055489791021 9.5831548314573891e-05 -0.00020000050257278757 -7.2285234827683045e-05 0.00021433206440151802 0.00015726452461032526 -0.00014487355627810754 8.1556801662865339e-05 -0.00020885249422368063 -0.00057463424956132741
leaf_count=3396 19004 199 2438 16333 3407 12575 13532 23507 10840 13780 8380 4116 20323 36897 4459 3816 8305 10475 13914 52164 13335 8456 1723 13825 10799 5775 17207 2737 5943 271
internal_value=0 -0.103835 -0.0653271 -0.0137893 0.139436 0.00910793 0.0350699 -0.147227 0.0054131 -0.0221405 -0.0651132 0.189923 -0.213854 -0.19388 0.184321 0.293981 0.111668 -0.104494 -0.180498 -0.217459 -0.222986 -0.0254991 0.138466 -0.19148 0.170675 0.0519309 -0.284461 -0.165068 -0.10444 0.212899
internal_count=361931 332372 232437 135822 29559 119489 104177 96615 90374 80004 60859 10370 99935 73108 26163 7932 19145 52479 79612 65698 65499 24874 22756 27605 21033 10234 36211 15312 16418 13803
shrinkage=0.000757875


Tree=640
num_leaves=31
num_cat=0
split_feature=785 728 125 395 755 519 712 727 872 597 410 588 545 727 126 382 471 332 21 706 526 852 1450 1431 962 713 588 1469 927 564
split_gain=414.421 317.094 221.804 259.689 142.28 140.119 166.125 131.986 113.639 100.609 98.0633 97.0208 96.4898 88.1196 83.7848 81.3931 80.2424 76.731 74.9173 69.7105 69.552 69.6888 68.2985 62.7167 60.9893 59.9615 58.7859 56.4346 55.3326 55.1769
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.8349057301109672 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.85297537480346686 1.3592535390735871 1.644349105518915 0.71188872395471614 -1.0372938969678034 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 0.62672487627420737 1.0000000180025095e-35 1.0000000180025095e-35 0.94329148222322312 1.0099929608726099 0.78457125397875782 1.0000000180025095e-35 2.250834115212506 -1.3184646215665221 1.0483613175537825 1.9546110090380651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 10 5 8 -7 19 14 -10 13 15 27 -2 23 -8 18 -18 -14 -1 21 -5 -15 25 -9 -4 -27 -3 29 -21
right_child=1 12 4 20 -6 6 11 24 9 -11 -12 -13 16 22 -16 -17 17 -19 -20 28 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00013557210101816314 -4.2690641648891463e-05 0.00059712984479756324 3.7013720658543304e-05 -5.5668113300672097e-05 -0.00018827606593186218 -0.00016861304312873967 0.00026059440533382543 0.00023221532210290023 4.6242140793647657e-05 0.00036981148486079875 -0.00042192080927651218 0.00044744583758000951 0.00079687231155830889 -0.00025666168723024888 1.5546763810373033e-05 -5.7086336191295062e-06 -0.00015671992320436142 1.1495755776451111e-05 -0.00018296138566616888 -1.567649978124778e-05 -0.00015695549206120509 7.3704821945349996e-05 -9.5430175054306123e-06 -0.00021200441066276046 -1.8433979339897961e-06 -0.0001168647501014025 8.2491886463994081e-05 -0.0002626907678727793 0.00042305611546431405 0.00037708638690537769
leaf_count=5567 9845 182 11011 29527 11839 3113 4917 14134 16989 2127 8334 2504 140 27319 33621 4212 14984 13690 42508 5356 11083 13350 3485 8037 2874 27580 3544 28431 820 808
internal_value=0 -0.105186 -0.065108 -0.145935 -0.0115932 0.00708753 0.182523 0.145742 -0.0207592 0.11655 -0.283298 0.284655 -0.2194 -0.242996 -0.0541943 0.19125 -0.178174 -0.0890127 -0.244041 -0.00872722 -0.0533841 -0.0182226 -0.30903 -0.109917 0.263227 -0.0796886 -0.126493 -0.349472 0.116354 0.0516922
internal_count=361931 332372 232437 102943 129494 117655 14746 29559 102909 19116 48983 11633 99935 40649 83793 9129 71322 28674 42648 12551 53960 42877 30804 50172 17008 42135 31124 28613 6984 6164
shrinkage=0.000728446


Tree=641
num_leaves=31
num_cat=0
split_feature=1362 1371 665 1464 519 1457 727 727 926 930 846 377 678 705 1454 771 710 858 1426 566 1450 1461 1463 1450 771 815 1016 552 1469 1236
split_gain=145.5 125.131 108.791 112.617 103.408 101.949 100.853 91.5591 116.226 86.5852 82.8446 74.7294 72.505 68.1277 67.3455 63.9783 63.9467 63.767 59.5104 57.4512 57.4307 69.1929 66.0368 66.1265 57.1865 56.0284 52.405 52.2393 50.9314 50.9141
threshold=1.0087403405179345 1.0000000180025095e-35 3.0858555402564884 1.5993600128483978 2.1420547332082829 0.68635126017805159 -0.682906484622256 -1.1275738623161491 1.0000000180025095e-35 1.0000000180025095e-35 -0.33285990754967254 1.4210717172751071 1.6243751288565669 0.32046342343737316 -0.12591398429191614 1.8821439160418587 -0.60476953984244453 1.0825608069246189 1.0000000180025095e-35 2.1710320005650359 -0.61730124752240512 1.4098417307792441 -0.33016457718389008 -0.58725933351820347 1.8821439160418587 1.0000000180025095e-35 1.0000000180025095e-35 3.3057299501607855 2.6156269077848826 -0.66443602000037905
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 9 10 24 29 17 -4 -12 -5 25 -11 19 -2 -8 21 28 -22 -24 -1 26 -10 -18 -7 -9
right_child=18 -3 12 14 6 20 11 8 15 16 13 -13 -14 -15 -16 -17 27 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066583576317976649 -0.00026448640251227446 -0.0003882991614622684 0.0013354868448225193 -0.00036777427015800585 -0.00065167430347129538 -0.00056575730827986438 0.00049049503132711156 -0.00011005914111307004 -0.0010911133267712853 0.0019483111140780646 -0.00050562417102294037 0.001790207500397601 -0.0022498753452680109 -4.4922131883397142e-05 0.00066896932063515444 0.00022531809973111913 -0.00021522723943759312 -0.00074306280406083393 -0.00076509582528775212 0.0021972113440139954 6.6066675736169278e-05 0.0014482505339613691 0.0047390168178552336 0.00063263161338712845 -0.0013630224548750473 -0.00029828754236248625 -0.00048165081123633367 0.0036709317715880722 0.0029868732512274834 0.00031248891224161881
leaf_count=12579 35743 41765 2943 3287 2656 6745 10028 21254 14987 468 25474 1620 220 29432 13305 4857 16986 1419 19572 715 14516 767 141 13228 631 25504 15462 134 136 25357
internal_value=0 -0.0107486 0.00558192 0.000273256 -0.0120669 -0.0253024 0.140634 -0.0458667 -0.0673724 0.0622164 -0.0238425 0.208922 0.373096 -0.082262 0.166301 -0.148643 -0.0375019 0.154352 -0.142972 0.206278 0.0799904 -0.0877636 0.124491 0.230907 0.195045 -0.173442 -0.248653 -0.0620037 -0.161796 0.0424413
internal_count=361931 306616 264851 261688 245096 228658 16438 193125 162327 30798 101517 13782 3163 54906 16592 60810 17588 12162 55315 10743 35533 7648 27885 13369 13210 55953 30449 17120 6881 46611
shrinkage=0.00294541


Tree=642
num_leaves=31
num_cat=0
split_feature=785 728 516 1307 852 544 274 1020 896 608 1292 1367 906 589 647 395 928 576 784 1321 432 595 796 1459 462 1304 900 1298 1466 21
split_gain=421.393 349.344 227.336 158.237 146.258 138.043 121.565 104.975 101.865 92.5356 88.6472 94.4009 78.1364 72.9725 177.988 69.6147 66.7399 66.4601 62.1701 57.9321 57.7558 57.5836 56.5176 53.109 52.9235 51.4485 51.2528 49.9835 48.8828 47.9286
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6294210021612947 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.43454379769620094 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5336910031795312 1.4824100882457953 -0.87782724458594241 1.0000000180025095e-35 -0.52992354128753727 -0.64782611375555454 0.9594655836162902 -0.78919942875917937 0.1158600587803172 1.0000000180025095e-35 -0.75739456769098112 0.40413748344094969 1.9321621796069277 -0.94892239677896928 1.5919886587288357 1.0000000180025095e-35 0.69604103696988961 -0.32341995197817647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 8 10 9 21 16 15 11 -1 19 20 -15 -2 -4 -10 22 -9 27 23 -6 -3 29 -11 -8 -14 -17 -19
right_child=1 7 3 -5 18 -7 26 12 17 25 -12 -13 13 14 -16 28 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.3475272797034144e-05 -0.00034195725400789837 -0.00027148479257113167 0.0001375326492232345 -0.00019598777937440036 0.00024060902440229228 -7.3752421443569274e-05 -5.2528032787204696e-05 0.00068291986113960411 -0.00015585355372968224 -0.00021319815158060785 0.00028921186849350947 0.00021341380684533783 -0.00021298023905053182 0.00071472445774626529 -0.00011852438503219426 -0.00021071530752475077 -6.7876676985960679e-06 5.2490889385357245e-05 0.00031154521632859332 -0.00016366459649827747 -0.00028680542752253322 -0.00041146741710016766 1.6015616973180767e-06 -0.00010077628415608656 -0.00026009767607004753 -6.9647268366887177e-05 0.0002166704705784228 -6.8027979889998913e-05 5.1006445404204221e-05 -6.2912421140959721e-05
leaf_count=4800 19004 29213 13023 16333 3952 8361 21430 528 18905 12393 10329 6069 16409 883 4086 14640 25989 17048 4167 500 12793 10261 7750 8055 2880 24504 2077 17207 2567 25775
internal_value=0 -0.117302 -0.0752077 -0.0224026 0.000766953 0.135416 -0.158883 -0.236507 -0.0284457 -0.207308 0.219469 0.0939866 -0.167442 -0.180939 0.0699385 -0.298146 0.0519844 -0.080282 0.17647 0.414246 -0.210843 -0.320163 0.101191 -0.281532 -0.0395062 -0.136484 -0.0327771 -0.162954 -0.205073 -0.0219018
internal_count=361931 332372 232437 135822 119489 29559 96615 99935 103620 73108 21198 10869 52406 51378 4969 36211 39012 64608 15869 1028 46409 47529 11702 37268 45703 36897 23507 33616 17207 42823
shrinkage=0.000820348


Tree=643
num_leaves=31
num_cat=0
split_feature=683 785 263 50 56 873 727 809 677 747 1026 728 729 21 1467 202 1455 1376 150 796 519 803 651 964 791 714 54 870 1450 706
split_gain=434.895 326.473 284.49 225.63 134.602 131.256 125.521 118.446 169.772 116.969 114.843 113.384 95.2705 92.763 81.4955 75.4452 74.5826 73.8218 73.7033 74.7496 70.2616 70.2237 69.9849 77.8428 69.6268 82.4649 69.5143 66.9592 63.3107 62.6868
threshold=-1.07329023030195 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 2.242218440812676 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.75637635299260908 -0.70163543588998201 2.6212945108504591 0.56345046278266753 0.80851755981579754 0.77119633676297117 -0.83471688016631596 -0.75739456769098112 2.1420547332082829 1.9682860324222273 1.1107569744011787 0.80745641784395206 1.0000000180025095e-35 1.0000000180025095e-35 -0.42445565733332025 0.49572263838466013 5.0246054876517006 0.99377002365102085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 4 11 10 29 8 -1 -4 12 -3 14 27 17 -6 -10 20 -11 -20 21 24 23 28 25 -5 -21 -9 -13 -2
right_child=1 2 9 5 15 -7 -8 13 16 18 -12 22 -14 -15 -16 -17 -18 -19 19 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00043684933833232695 -9.4976404433388153e-05 -4.2097061687965507e-05 -5.497935983862758e-05 0.00011536753419638961 -5.441265283653145e-05 0.00021591608660027971 0.00020091875386579516 -9.0681841622011254e-05 -0.00021219902457494139 -0.00011066722005526823 -0.00020223876013066849 -0.00032766412463129441 -0.0001141075622571746 -0.00017908084064377987 0.00030959845320491111 -0.00025534356017676614 7.1114236531599724e-05 -0.00011638538367712782 0.00025843087823275906 -2.3373948560431778e-05 0.0003044358661428459 0.00022421810528006119 -3.7688285165703885e-05 -0.00010800493452100419 8.4304859214075673e-05 -8.8170190578058805e-05 0.00014275690785434824 0.0001346141516214727 0.00092841052968174276 0.00012159729925725241
leaf_count=17028 6865 8132 19210 5319 31236 4056 16521 14389 18327 3640 12348 33491 27606 32608 1673 6483 2947 13344 5960 8508 1595 2731 3399 5903 11656 24182 13048 4709 90 4927
internal_value=0 -0.0474518 -0.0738798 -0.114529 -0.202799 -0.0522711 0.15525 -0.23226 -0.34687 0.0559305 -0.0681716 -0.290369 -0.0437065 -0.168055 -0.00149968 -0.112282 -0.22502 -0.0146293 0.125953 0.158046 0.0214926 0.00571837 -0.346577 -0.380576 -0.0157967 -0.0682054 0.105392 -0.0448253 -0.433606 0.000188232
internal_count=361931 271923 243610 193244 88734 104510 28313 90008 38302 50366 100454 51015 88106 51706 60500 37719 21274 58827 31156 27516 45483 43888 42883 39484 41157 29501 21556 19098 33581 11792
shrinkage=0.000743015


Tree=644
num_leaves=31
num_cat=0
split_feature=1447 1436 1361 426 1442 953 652 1089 1013 1235 1285 1459 705 702 1458 1450 133 1469 497 1392 1037 402 785 675 21 1244 706 180 547 710
split_gain=146.316 146.546 268.954 108.712 95.9407 90.6406 76.5974 71.5663 66.4308 61.8909 59.6005 53.8454 51.6274 51.1802 49.5616 49.0124 48.4988 48.2875 48.1398 44.2388 48.0312 44.0908 43.8083 43.2184 41.5475 41.1757 40.8322 38.8515 38.8363 41.6831
threshold=0.74484333252909696 1.0000000180025095e-35 1.0000000180025095e-35 -0.65501734376303045 1.0000000180025095e-35 1.0000000180025095e-35 -0.98896428961744431 0.44837531086292992 0.54050183860820311 -0.94625487755706195 1.0000000180025095e-35 0.49900387419946662 0.3847065924170836 1.2813544906789154 1.7240176626431569 -0.28900078866492313 1.4314949012339819 0.31418336311431067 1.2670375765480628 2.3737183076334505 0.59788410854324348 2.9541164636104842 -0.38035204659413802 1.3006397995630099 -0.70163543588998201 3.1952664786217864 -0.40531971458530397 -0.4834968643268055 0.55489234843406188 2.1867371514511169
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 19 14 -5 10 -3 -4 11 28 17 -9 22 21 18 24 -14 20 -1 -2 -6 -17 25 -11 -24 -13 29 -8
right_child=15 3 9 6 5 -7 7 13 -10 12 -12 27 16 -15 -16 23 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013138532231919142 4.2298813420905997e-05 -0.00038107938699442125 -0.00033207530647653803 0.00044050860243975801 -0.00046374474344383545 -7.8641926757240639e-06 -8.7137182867024911e-05 0.00036668327903225257 0.00017397190465327607 0.00039511078561192876 -0.00043783297723476607 -9.4942940374724867e-05 0.00023265315328026929 -0.00027716453293130422 0.00057223993539897453 0.00026020129243460984 -0.00080651046060691185 -0.00046224176365215774 0.0011227054616480099 0.0016248370963560883 -0.00053645112515688688 -0.0014566445349866288 -0.00048530861498282166 0.0008946072403043778 -0.00014044912384920963 0.0051664831317041766 -0.0012439865880851286 0.00057550809308622641 -0.00057606722717750108 0.00068695225622243542
leaf_count=17963 23661 41871 24968 15418 12515 9649 38458 22461 10690 6381 16237 4332 16372 4713 1147 24795 1539 10177 1977 291 5729 624 5239 3807 12825 59 12114 7396 6103 2420
internal_value=0 -0.0492716 -0.107549 -0.00774326 -0.234986 -0.171671 0.0264022 0.00434872 -0.0977907 -0.0237838 -0.0319834 -0.00248722 0.0176507 0.0936924 -0.247852 0.0700571 0.0974371 -0.0428618 0.124138 -0.386626 -0.401905 0.000868622 -0.270124 0.127298 0.0196571 0.162705 -0.364989 0.121242 -0.0366056 -0.0144218
internal_count=361931 309044 138945 170099 64647 40664 117538 102120 52561 74298 74946 58709 49330 27174 31015 52887 19888 29442 18349 23983 23692 24285 29868 28602 19265 6440 17353 11728 46981 40878
shrinkage=0.0027211


Tree=645
num_leaves=31
num_cat=0
split_feature=785 728 548 43 727 1148 319 1022 1154 666 470 791 689 959 1450 470 889 889 685 513 547 714 896 1298 1361 938 253 497 253 942
split_gain=408.197 332.232 235.014 172.823 155.94 155.823 108.716 98.2237 172.085 95.2548 83.1964 77.7525 76.1689 73.8486 79.0998 72.9356 69.9275 68.9812 63.2463 62.4873 62.3511 61.6156 60.726 57.6138 67.805 57.4117 57.1417 55.067 53.5437 53.5358
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 0.85514867284464147 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.45873907618427312 1.0000000180025095e-35 1.0000000180025095e-35 -0.4288425582216272 -1.2907225086880219 0.15319084326732887 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.58104764358843186 1.0454229551509682 1.4078093546699517 1.0000000180025095e-35 0.73822046824604237 1.0000000180025095e-35 1.0000000180025095e-35 -0.57633625342910477 1.0000000180025095e-35 3.0589865121061197 1.0000000180025095e-35 2.231519495564001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 17 7 10 8 13 18 28 22 -12 -2 21 -4 19 -1 -7 -13 23 -15 25 24 -6 -9 -5 -14 -3 -10
right_child=1 6 15 26 20 9 -8 11 29 -11 12 16 27 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.9134921764661073e-05 -0.00047313509386961002 -0.00015471058606231133 -0.00022233823932689628 -8.2189564251510799e-05 -1.9083469665867562e-05 5.9646897462114625e-05 -0.00028976280271715983 0.00012449345018749754 -2.3839077869124706e-05 0.0002123624723381662 1.3777922688381429e-05 9.2762640607620651e-05 -0.00014712423808675712 5.5613099146682749e-06 -2.7317392372717226e-06 -9.6664647090016561e-05 -3.0475178556861034e-05 -0.00016683216277928225 -0.00023742505737626841 0.00033601732036177642 -0.00015134517582096244 -0.00027567125202037078 -0.00013150742326175437 0.00030145475076550152 0.00026257869389219882 -2.4360651883890774e-05 -0.0002210141891770592 0.00032980909070772499 -0.00029563301733231647 0.00025102598366480596
leaf_count=7707 3338 24173 26733 21137 3503 15839 20386 6320 26624 9095 11342 8312 29202 2420 5704 28140 6824 4844 1921 2794 1040 12725 9317 8732 3733 31330 12405 509 14323 1459
internal_value=0 -0.109394 -0.0683651 -0.0349983 0.139697 -0.00589409 -0.226083 -0.0392917 -0.111108 0.129952 -0.191008 0.0103203 -0.12637 -0.262913 -0.220373 -0.20555 0.121541 -0.0282887 0.0429687 0.215887 0.267421 -0.310639 -0.0325562 0.299202 0.169328 0.0023165 -0.178786 -0.187674 -0.276873 -0.010465
internal_count=361931 332372 232437 177564 29559 144022 99935 117167 52270 26855 79549 64897 41053 24187 20849 54873 17930 12551 17760 11106 17008 15145 46967 15968 7236 37650 33542 29711 38496 28083
shrinkage=0.000728446


Tree=646
num_leaves=31
num_cat=0
split_feature=785 728 516 1307 727 789 507 727 804 274 382 872 595 715 588 803 791 854 930 608 588 1309 746 706 395 962 689 1030 476 882
split_gain=443.658 310.417 224.326 156.027 140.506 138.257 144.688 154.265 137.187 111.462 107.492 97.0127 93.7946 91.1632 110.893 104.512 103.305 104.633 95.7301 89.3768 80.5557 76.0789 71.4816 71.1031 69.1885 68.4246 64.2473 62.7945 62.6559 61.597
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6294210021612947 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 1.9682860324222273 1.0000000180025095e-35 -0.87473648844905705 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 0.81883784246325297 1.0000000180025095e-35 0.62672487627420737 1.0000000180025095e-35 1.3714217264408297 -0.4288425582216272 0.99422031274767553 0.52296557744356353 0.44470034393954044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 5 23 6 7 -4 13 19 -9 -10 21 18 15 16 17 -15 28 24 -12 22 -3 -1 -2 -18 -24 -6 -8 -7
right_child=1 12 3 -5 27 29 8 10 11 -11 20 -13 -14 14 -16 -17 25 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012930105387880955 -0.000276921943848951 -0.00020964855980849315 -0.0001212869670547327 -0.00015916004283272016 0.00020136280048561802 -0.00016242406374008305 4.8218676886925645e-05 0.00036454973583035014 -1.7340298190774993e-05 -2.425168564847874e-05 1.7789077921820369e-05 0.00022781353517519956 -0.00026148863947235938 0.0001225148292400681 0.0001710266039526818 0.00015257766976314529 3.6584169599502079e-05 -0.00015163904566524341 -3.0771257207062385e-05 -8.9919998307053984e-05 0.00055991085922746072 -1.6831494596959128e-05 -1.0377503528345703e-05 7.6370595657170278e-05 -0.0001345102267204724 -0.0002055794223996064 -0.00014810235265906452 -0.00014598601324512255 0.0002822184504959237 5.8252618638249864e-05
leaf_count=5567 19004 33118 2872 16333 16011 12575 4596 4777 4906 23507 3824 7118 20323 2800 3561 3600 15738 32202 10081 36897 515 10098 9947 6984 17207 3294 26449 997 4293 2737
internal_value=0 -0.11316 -0.0735289 -0.0210665 0.146556 0.00192139 0.0288425 0.227383 -0.000577265 -0.156788 0.345769 0.195391 -0.226042 -0.0330259 -0.0724124 -0.0965381 -0.121204 -0.189491 0.0920233 -0.203287 0.124315 -0.194033 -0.223914 -0.0128968 -0.292793 0.00301849 -0.160177 0.267828 0.248778 -0.178482
internal_count=361931 332372 232437 135822 29559 119489 104177 11988 92189 96615 9116 12024 99935 80165 61195 57634 54034 35002 18970 73108 4339 79612 69514 12551 36211 19032 36396 17008 8889 15312
shrinkage=0.000672971


Tree=647
num_leaves=31
num_cat=0
split_feature=134 616 1307 869 797 723 218 852 789 816 657 588 51 470 395 1467 761 513 727 61 893 21 21 1463 583 955 901 386 1035 519
split_gain=146.531 123.227 118.156 107.132 108.97 91.666 86.9191 78.8836 69.6537 69.1472 64.9843 64.2154 63.7935 58.7714 66.4745 58.5376 57.055 56.5079 55.1351 55.6179 53.8744 52.6877 52.0944 51.3893 50.1868 48.8658 48.4239 45.7413 45.366 45.2338
threshold=1.35321484427453 0.57091520978742472 1.6294210021612947 -0.57653763495970078 0.63961785378869596 -1.0570063487222232 -0.70715186552796439 1.0000000180025095e-35 1.1248358748350926 2.9000507500104784 -0.29429909822911982 2.250834115212506 1.0111847875080273 1.0000000180025095e-35 1.0000000180025095e-35 4.808695702623436 2.4965882241780535 1.0454229551509682 -0.682906484622256 1.0000000180025095e-35 1.3799317331127356 -0.70163543588998201 -0.13431221002227373 0.94170239728407068 -0.55326332990463356 -0.56067130660624642 -0.21051950481788986 1.0000000180025095e-35 2.9711786819006263 2.1420547332082829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 -6 -5 10 17 16 20 -7 15 14 -3 18 23 -1 21 29 -8 -2 -12 25 -19 -9 -21 -26 -15 -20
right_child=12 13 -4 4 5 11 7 9 -10 -11 22 -13 -14 28 -16 -17 -18 24 19 26 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00029075852158696406 0.00060126236537696304 -0.0011233367908253756 -0.00039299601557845736 -0.00022277136757339544 0.00046341806190840771 -0.00052579203928010507 0.00030012449056704681 0.0004888707663418515 -0.00034235423571502205 -0.00095231813910798366 9.5700864086904305e-05 0.00054852106711571278 -0.00071965766374037089 -0.00017052362927303335 -0.00033622637452857587 0.0027443151738424224 0.0015971261872545078 0.00015066954146004914 -0.00027064347576230877 -0.00030350441596827866 -0.00025153062886435211 -0.00024595371991594569 -0.00030305355072098147 0.00083390423376267697 0.00083521377933779917 7.1325791992254004e-05 -0.0010081249539675944 0.0021644002065008788 0.0020905446272635529 0.00068165185677389935
leaf_count=33320 4876 8664 26049 30884 3715 24469 26932 13142 4395 1201 18175 1557 16680 23187 12159 190 954 1585 23543 7495 8239 6319 24298 4635 2045 21186 9149 999 283 1606
internal_value=0 -0.0103079 0.00705606 0.0211267 -0.00243541 -0.122125 0.0208643 0.0459251 0.113926 0.118079 0.00460042 -0.170224 -0.133012 -0.125894 -0.227662 -0.0942076 0.132964 0.142602 -0.0998423 -0.142163 0.0729241 0.0442636 -0.0519421 0.120184 0.345031 0.0917633 -0.255546 0.491313 -0.0538753 -0.0719695
internal_count=361931 292073 247780 221731 179387 29741 149646 118762 42344 41118 77644 26026 69858 44293 20823 53178 39917 37949 52988 41793 35171 11195 42473 38963 4629 34328 16644 3044 23470 25149
shrinkage=0.00261544


Tree=648
num_leaves=31
num_cat=0
split_feature=683 785 332 395 471 728 727 257 194 1243 21 597 848 789 497 1367 1376 1455 1461 21 728 803 706 665 62 50 470 192 548 705
split_gain=396.508 305.176 263.638 293.032 196.551 139.054 126.584 116.884 116.535 111.988 98.1365 95.862 90.5352 86.4303 90.198 80.8615 79.6228 79.216 74.0678 72.338 70.0338 67.8625 66.8604 66.7808 65.6147 65.3997 69.374 64.5088 61.4154 59.037
threshold=-1.07329023030195 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.14000445396469943 -0.70163543588998201 0.4590488840311347 -0.0023128048514438936 1.1248358748350926 2.1570521254726853 0.61047007421192445 -0.68664781277246278 0.75934798726561159 2.3659731523752021 -3.9164670491403295 -0.49008176997875957 1.9682860324222273 0.99377002365102085 0.85652824257920523 -0.97978507835213413 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.40317080334297789 -0.5746580643465925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 5 9 -3 22 8 -1 13 17 15 21 14 16 -7 -4 18 -9 -11 -14 -5 -2 -13 -18 26 -8 -6 -10 -16
right_child=1 2 4 12 27 11 25 10 28 19 -12 23 20 -15 29 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0004127498153006387 -0.00011179138550771367 -2.3452230794042604e-05 5.6188466232327916e-05 -2.2824813494692372e-05 2.7952668698521817e-05 -0.00037313865565880781 -4.2437017151638027e-05 -0.00011054424594157788 -6.7458762691420087e-05 0.00076360939286156831 -0.0001851382115618475 -0.00022720400517353882 7.3294260572712665e-05 -0.00015780148675117856 -0.00013748441391981506 -0.00014353907055430582 -0.00022451882735484731 0.00019960586645384836 0.0004627370524865107 -0.00015861909262706537 -0.00018697009279250399 0.0002549216846106161 0.00012113395080289451 5.7015167672513517e-05 -3.1460760950153956e-05 0.00030225479946094927 0.0002411150135784527 0.0001546390664247469 -0.00026402953227101827 0.00031745556012347117
leaf_count=17375 6865 7995 19109 36530 30422 29541 3867 14887 7801 174 31827 8699 3173 10392 847 5930 6966 3169 616 26932 17172 2155 4927 3275 18381 8153 4501 12892 14333 3025
internal_value=0 -0.0531511 -0.0787157 -0.160551 -0.0188146 -0.294638 0.143245 -0.229903 -0.340214 -0.0791118 -0.163849 -0.350066 -0.0644033 -0.0300238 0.00582648 -0.420891 -0.0220275 -0.0345522 -0.107614 -0.194781 -0.183454 -0.0069548 -0.0124556 -0.177565 -0.102472 0.259376 0.135464 0.08616 -0.240087 0.28784
internal_count=361931 271923 243610 114470 129140 55440 28313 90008 39509 85826 50499 47445 59030 58720 48328 35471 44456 18672 15503 27106 20345 38685 11792 11974 25347 16521 8368 43314 22134 3872
shrinkage=0.000773033


Tree=649
num_leaves=31
num_cat=0
split_feature=470 464 678 601 330 718 458 785 789 462 626 1221 1466 1323 21 886 789 921 763 567 616 1467 432 461 706 1175 195 568 56 692
split_gain=145.01 231.54 120.548 102.308 95.6199 92.0951 77.4005 75.6359 75.0741 70.1396 66.4618 61.9985 61.7859 59.1939 57.6065 58.7236 56.7394 66.8385 53.6852 53.8932 53.2069 53.6086 48.5431 48.4953 52.038 47.7221 46.8249 45.8745 45.6762 45.4539
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.44542865074340127 1.0000000180025095e-35 1.9901706508881272 -0.86283290253235112 1.1248358748350926 1.0000000180025095e-35 -0.35746415175843377 1.0000000180025095e-35 0.51364500316626394 -0.58885791604234206 -3.9164670491403295 -0.56028990723182226 1.1248358748350926 1.0525743831388839 -0.9505136901277319 1.998720572306893 1.0000000180025095e-35 1.4313388615552618 0.35980530253841286 1.0000000180025095e-35 2.1164963568036277 -0.0694249962216099 1.3909106807663625 -1.9573116984966055 1.0000000180025095e-35 -0.82277432041755949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 6 10 -5 20 -3 14 12 11 13 22 -4 -2 -16 17 -12 -6 25 21 28 -9 -17 -25 -20 -8 -14 -1 -7
right_child=2 7 4 5 18 29 26 9 -10 -11 16 -13 27 -15 15 23 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00054861067876833477 0.0027026975192592914 0.00053446830815798564 -0.00045682980982283391 -0.0010486326585013297 0.0011850556428850841 -0.00062511937149566793 0.00084124921074250729 1.3583895820430023e-05 -0.00056524824500087112 -0.00039345242673611435 0.00016658080678186074 -0.00062243040571819969 0.0033794243044456343 0.00021121462450594889 0.00018066277274429406 -0.00041807549936945487 -0.00029454597265918741 0.00085369060521684685 3.3599278705243537e-05 0.0014125937651249161 -0.0010546407557433268 0.00061510646950348712 -0.00048207561252664355 -0.00010277337517654576 0.00094551158638317401 0.00054969808857836431 -0.0011796802914844585 0.00036510466149836123 5.9184271209043534e-06 0.00071669266029233166
leaf_count=27091 206 6813 7451 27693 2830 3225 2788 39563 14616 22149 34954 8291 171 13036 20721 22581 7235 4993 11565 1347 6887 2422 10169 28722 1924 10880 450 10900 8033 2225
internal_value=0 -0.0816566 0.00863601 -0.188414 0.0547606 -0.310524 -0.119927 -0.0111273 -0.0533115 -0.0311801 0.0164858 -0.0651549 0.00644646 -0.00399188 -0.0255793 -0.0293712 0.062621 0.092445 0.158066 0.127528 -0.151169 -0.118568 -0.0279888 -0.0704195 -0.0131492 0.103461 0.196171 0.149099 -0.143809 0.000823062
internal_count=361931 170579 191352 80814 102582 33143 47671 89765 88770 82952 75960 28778 60803 20487 74154 73948 47182 39947 26622 23792 44433 37546 49732 53227 30646 22445 3238 11071 35124 5450
shrinkage=0.00277552


Tree=650
num_leaves=31
num_cat=0
split_feature=198 253 1465 481 21 1356 1020 1467 595 803 1013 609 758 395 1044 1450 332 1022 1016 1023 791 1430 1298 1457 1470 1304 1392 1110 651 1466
split_gain=142.571 119.781 89.5729 85.1497 83.0224 81.4557 78.458 74.1692 72.167 69.8758 70.9502 60.9761 64.1101 57.0234 56.389 53.9393 52.749 51.7803 96.8366 73.3055 55.8827 48.6601 50.646 47.9363 51.5904 47.885 47.8255 55.8049 46.8895 43.056
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.873316917895123 1.0000000180025095e-35 -3.9164670491403295 1.1703909184639636 0.44670980992553178 4.0242090356330973 1.0000000180025095e-35 1.9682860324222273 0.54050183860820311 2.2685729398725978 -0.1354147541679151 1.0000000180025095e-35 0.27119861087414182 -0.35262914890079794 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5066796363144226 1.0000000180025095e-35 0.54622893720785959 1.0000000180025095e-35 1.5416109563948532 0.19075927999884934 -0.34281947587212225 3.1172922039692916 0.28654867898936837 1.1107569744011787 4.3648409664323795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 6 9 8 14 10 17 12 -7 16 21 -8 -2 18 19 -6 28 22 -3 -12 -25 -13 -5 -28 -19 -17
right_child=13 3 -4 26 5 11 15 -9 -10 -11 23 25 -14 -15 -16 29 -18 20 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0025492239838770508 -0.0010832764937540383 -0.00051510512141954214 0.0008026006256814268 6.0561336725309682e-05 -0.00091555678396417633 0.0005860656847102028 -3.3473584748033194e-05 0.0015767493703175062 -0.00067813226867609712 0.00045337421196024204 4.2623074848249555e-05 0.0019425973496168707 2.5029704317299904e-05 -0.00021076701960346555 -0.00048765718688071529 0.00034827596549917914 -0.00041200470904258896 -0.00013386838679647084 -0.00018223549747773527 0.0022521451188926957 0.00017411003356479002 0.00022874191339846932 -3.2720672475130511e-05 0.00058960386348393026 0.003238987353573617 -0.0018281067940589515 -0.0016749490181357856 0.0045947660274373138 -0.00065733360749400146 -0.0019958549666089578
leaf_count=321 10878 14539 4278 25799 14902 13626 24236 664 19801 5961 27261 100 10999 24945 21906 26023 12480 28023 22079 180 15132 10276 18413 1489 229 603 68 107 6388 225
internal_value=0 -0.0121429 0.0177217 -0.0742946 0.0106146 0.00859036 -0.00902752 -0.112668 -0.119409 -0.0401946 -0.0532008 0.117498 0.135079 -0.15137 -0.0855365 0.059862 -0.248416 -0.0852203 -0.153375 -0.322669 -0.0422048 -0.039969 -0.0851715 0.0402365 0.371067 -0.469226 0.0316517 1.04243 -0.0896505 0.12508
internal_count=361931 313628 202055 111573 197777 197456 172128 85599 84935 121644 115683 25328 24625 48303 65134 50484 23358 86704 37161 15082 49543 43228 32952 28979 1718 703 25974 175 34411 26248
shrinkage=0.00261544


Tree=651
num_leaves=31
num_cat=0
split_feature=51 1423 522 1371 187 1450 1457 1447 1461 1460 1451 1466 1453 1467 21 1450 852 896 678 497 933 1445 1449 1361 1185 1449 959 21 1458 1465
split_gain=139.832 119.771 93.9703 86.6636 83.0301 85.884 71.01 75.4367 69.7841 59.9635 58.7572 79.7735 70.9777 62.1877 72.0173 58.6239 56.9246 56.4085 59.5586 55.8089 71.4701 55.6809 50.4204 49.5197 49.2336 48.9473 47.8111 46.5611 46.1115 54.7145
threshold=1.0111847875080273 1.0000000180025095e-35 -0.71745339412579689 3.4357416210103824 1.1282120477717485 -0.49083279118224338 0.68635126017805159 0.74484333252909696 1.4098417307792441 0.14860921938669633 0.36244433757593303 0.60388684044670526 0.15065792239285117 2.2950730470742382 0.62211875780133752 0.27262452905359075 1.0747610123934368 0.13351389361957308 2.9016603484412591 1.4974877722517597 0.68806224955729689 -0.39583078507972586 -0.54015111358935985 0.55035703183932794 1.1813172952012962 -0.33812127112891666 -1.2907225086880219 -1.8362818876253988 0.15681264966731423 -0.48615332439502884
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 5 8 7 9 10 28 24 13 -13 14 -12 -8 17 18 19 23 -21 -2 -10 26 -4 -24 -1 -11 29 -7
right_child=21 -3 3 -5 -6 6 15 -9 22 27 11 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00070010983312870023 -0.00021421402042994057 -0.00030983414175675015 -0.00027097317043243746 -0.0015327225920929188 -0.00041278856762453931 -0.00062542405352262239 0.00089576584524256493 0.0004530556396052229 -0.0003666639256841567 0.0038301297322175633 2.3392039158802752e-05 0.0018881640799624092 -0.00031437331658949443 0.0023293527206065916 -0.0016742067965779847 0.00017660932723937358 0.00070806761024080423 -0.00012265327420148646 -0.0014634420662656214 0.0010352985433428241 -0.00036652210432723195 -0.00067341137495891587 0.0034381632647629257 0.00070646707007179354 -0.00090967845908267631 0.00079892690719819692 0.00017355990252372131 0.00025435608243807093 0.00017691339039286087 -9.4674923269618061e-05
leaf_count=4227 27991 62436 35374 2243 24148 14101 8043 13991 1486 130 5096 1636 881 329 1352 10370 8472 18974 692 6802 1637 26993 312 5647 6202 2293 17427 16321 12355 23970
internal_value=0 -0.00948535 0.0107925 -0.0153012 -0.0106546 0.00689054 0.0444934 0.0159699 -0.0627476 -0.0167104 -0.0857337 0.0671352 0.377966 -0.0591979 -0.110788 0.161386 0.080252 0.0543849 0.103194 0.115767 0.25478 -0.138621 0.201241 0.0646721 -0.122066 0.370555 0.0141148 0.095878 -0.0553598 -0.0947042
internal_count=361931 306947 244511 180633 178390 154242 99281 80868 54961 66877 50870 9294 2517 6777 6448 18413 63878 55406 36432 35740 8439 54984 4091 27301 41576 2605 21654 16451 50426 38071
shrinkage=0.00300432


Tree=652
num_leaves=31
num_cat=0
split_feature=1431 1445 846 407 821 112 978 1084 789 848 284 462 705 61 1453 21 889 806 1449 417 1454 1439 125 478 747 1186 971 705 702 1366
split_gain=135.332 97.9467 89.2633 80.9437 70.3069 67.5376 59.379 63.2309 62.5044 59.0821 57.9887 55.9498 54.1035 53.4229 52.9112 50.6159 52.0935 52.6089 48.7184 47.1437 44.4211 43.9986 43.954 43.325 46.5857 42.0854 42.0145 41.2006 40.7351 39.3078
threshold=1.0000000180025095e-35 1.6380901172106308 -0.35591705087833159 -0.68422620775809573 -1.0305144854359449 2.2718117149406565 -0.87735636021949837 1.0000000180025095e-35 2.1947927481295069 -0.30505040544984829 -0.28404645733833023 3.5900732819318715 0.9500464794385356 1.0000000180025095e-35 0.51954049301251548 -3.9164670491403295 1.3149075955530187 3.3560765831800814 2.8366445168106686 0.03540040363808878 -0.99563425846005404 0.70356782200899082 0.58518330826110332 1.3930357108364988 2.2668746584208797 -0.73614743021240414 3.1701181322111656 1.3612027609086828 1.2813544906789154 2.0183251275724516
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 13 25 11 7 -1 10 27 -8 12 15 14 22 -6 19 -18 21 29 -16 -11 -2 24 28 -4 -21 -5 -12 -17
right_child=1 -3 4 9 5 -7 8 -9 -10 18 23 -13 -14 -15 20 16 17 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00023382910456337455 -0.00057752903252110605 -0.00064759489206971262 -0.00099331490713819976 6.7657845057154684e-05 0.0029652947435302363 -0.00095182589223943479 4.4900380027485243e-05 -0.00050614979975496604 -0.00046445674655730629 -0.00016682412630720649 0.00056261681505798643 -0.0016970805599860602 0.00028083599949446007 -0.00075520874829554299 0.0061243905310796719 -0.00024188397135209625 0.00031061139854532388 0.0033038509093709176 0.0012933826131299852 2.4168773065413448e-05 0.00028523831646974401 -0.00079099793824361246 9.8685546053627169e-05 -0.00028882381629166551 -0.00034943307158583764 -0.00028637126085477897 0.0031890923301489812 0.00080589636916549945 9.0143433492759125e-09 -0.0012713504699626234
leaf_count=8554 17093 26284 5745 32249 153 3789 29325 11200 4530 29503 34041 790 19961 14530 46 34775 7663 187 699 30549 5204 5779 5287 3786 2261 18239 159 2884 5017 1649
internal_value=0 -0.0833526 0.00675431 -0.0573384 -0.0330786 -0.0105324 0.0546627 -0.0598515 0.0790811 -0.0150035 0.0937684 -0.000913561 0.00355031 -0.144383 -0.0836465 -0.023663 -0.0265833 0.140278 -0.0796578 -0.045929 0.122827 -0.0922269 -0.136996 0.138862 0.156066 -0.155174 0.0140287 0.0468322 0.173148 -0.100301
internal_count=361931 139558 222373 113274 123659 99675 98714 19754 78960 71114 74430 95886 95096 42160 27630 75135 74982 7850 35981 67132 5250 35282 22380 45105 41319 23984 30708 35133 39058 36424
shrinkage=0.00283103


Tree=653
num_leaves=31
num_cat=0
split_feature=50 56 785 652 1470 752 651 1221 727 131 130 519 927 1436 1430 599 21 18 21 471 45 735 1166 281 1457 1455 1459 843 1041 816
split_gain=133.831 207.579 100.95 94.46 90.3906 76.7802 71.5088 70.8833 65.6043 64.4708 58.5635 60.37 68.1384 56.4518 75.927 55.7943 53.7948 55.6094 52.4423 52.079 51.0119 50.0917 47.8242 47.4863 46.5636 45.8467 45.674 44.1259 43.2357 42.9379
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.55024281929118113 -1.319112866592808 0.16746147319753801 1.1107569744011787 1.0000000180025095e-35 1.0000000180025095e-35 -1.2826351221583661 1.0000000180025095e-35 2.1420547332082829 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 -0.672527513854282 -3.2545899522946695 1.0043670984357114 1.216416816489077 2.2560756724538602 -1.2508507625752519 -0.48485357901650905 -0.27651417167443132 2.9627295243953253 -0.19467617432788356 1.7925915936911707 -0.94161061834658411 0.98567350059335823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 15 26 21 9 10 -2 -6 11 16 -13 14 -7 23 17 28 -11 -18 22 29 -20 -4 -24 -9 -1 -8 -5 -3
right_child=2 5 3 7 6 13 27 25 -10 18 -12 12 -14 -15 -16 -17 19 -19 20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011937965212632693 7.5296003173524938e-05 -0.0004056834139229783 -0.00041856777154973177 0.0021856706583978356 -0.0013892168180444655 -0.00051171837190835381 -9.2564174177377603e-05 -0.00040119657791745135 0.00088856762495072479 0.0028726897920215416 -0.00028171002611059292 0.0010437422247852577 -0.0010127405662341115 0.00026372205304624289 0.00024354614133316748 0.00035053591428360376 -0.00018229946199527884 9.4211082245321227e-05 -0.0014590809682467395 0.00036995125940916373 -5.4968125660782438e-05 0.0010603334859862641 -0.00089603716142511224 0.00017808982344975379 -0.00037984735479010045 0.0011938304708343241 -0.00014395820269308001 0.0021261030029151055 0.00063805442111096867 0.00043256414974335918
leaf_count=1503 6332 34261 8885 1018 11786 11912 5592 34373 8442 126 26508 3737 649 31195 9506 35237 37068 10406 6433 7255 6083 1025 20721 13224 18440 649 3064 344 3599 2558
internal_value=0 -0.0751151 0.0120327 -0.00250378 -0.183435 -0.0114837 -0.211506 -0.0371157 0.175537 -0.241437 -0.00575214 0.0282537 0.251584 0.0361341 -0.0508037 0.0674634 0.00880625 0.12612 -0.21036 -0.0270564 -0.215931 -0.0964748 -0.248655 -0.0163807 -0.220056 -0.12372 0.105505 0.0236872 0.323453 -0.112583
internal_count=361931 164549 197382 182608 74092 90457 69525 125262 14774 63589 90240 63732 4386 52613 21418 57346 59346 15023 51803 44323 51677 37844 45594 22109 39161 35022 4567 5936 4617 36819
shrinkage=0.00294541


Tree=654
num_leaves=31
num_cat=0
split_feature=888 522 691 21 50 56 785 773 61 1430 651 497 727 567 566 382 917 21 841 498 21 723 1371 133 1066 416 288 278 150 907
split_gain=132.176 114.78 105.484 100.277 80.6192 103.653 72.1456 67.6891 62.3781 64.8207 60.7147 59.2451 92.0734 59.2309 57.6771 65.5648 56.5152 53.606 51.3787 51.2342 54.3123 50.4787 49.4685 48.2706 46.9284 45.0862 44.9164 44.1193 43.3393 46.3279
threshold=1.0000000180025095e-35 -0.71745339412579689 0.11682074345248079 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.70271917444219445 1.0000000180025095e-35 0.54622893720785959 1.1107569744011787 1.8511096242798462 -0.682906484622256 1.9230512149791059 2.2401583428922476 1.0000000180025095e-35 -0.44324026096120767 1.3785497256249488 1.076958258958197 2.1953858096103978 -0.32341995197817647 -1.0570063487222232 3.4357416210103824 0.5744186475241726 -0.54928301346280928 0.68608106428570548 -0.53002574577127193 -0.91552196281414544 3.1059109887547178 0.37330672324741559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 5 10 -6 11 9 -5 25 16 -13 18 15 -14 -1 22 19 20 -8 -10 27 -18 -22 -3 -7 -2 -24 -30
right_child=17 2 3 8 6 26 13 -9 21 -11 -12 12 14 -15 -16 -17 23 -19 -20 -21 24 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00036477380488134938 -0.00078330870700477734 -0.00062388581486920534 0.0021441124048480432 -0.0002717199164976367 0.00056705331971399246 -0.00025027980521615537 0.00024038735346543325 -0.00012735274012813598 -2.5240393295134306e-05 0.00016843834902914746 0.00030620235924641749 -0.00045546048898772236 0.0010450855575844446 0.00070921310213867175 0.002071006009277405 0.00017526702969239316 9.8396229876519795e-05 0.00033174874690459718 -0.0003082173543972861 0.00090012327417751106 0.00017948379429364925 -0.00063194291058860411 -0.001214428360417717 -0.00048089410861227309 -0.0001927182756530287 -7.8152968226587454e-05 0.00014892167051106146 -0.00026510838123163687 -0.0020769964221640878 0.01006078214601906
leaf_count=19816 8749 24910 363 41072 7371 11986 25807 17567 5240 12196 2957 1771 4371 3079 697 3829 24088 2838 10935 1777 12661 20942 3644 5527 25912 6864 23995 30920 25 22
internal_value=0 -0.00831178 -0.0333213 -0.102721 -0.00160158 -0.0615036 0.0393221 0.062456 -0.109459 -0.0660854 -0.166812 0.0971647 0.230551 0.0204212 0.31342 0.265497 0.0630313 -0.147429 0.00824681 0.0304297 0.0202139 -0.205788 -0.172094 0.00100194 -0.0279158 -0.204437 0.0122346 -0.148298 -0.468027 1.92923
internal_count=361931 315733 238067 79813 158254 70712 87542 77666 79450 53268 34731 60099 10668 80171 8897 8200 49431 46198 77092 66157 64380 26182 43360 29615 38573 31774 35981 39669 3691 47
shrinkage=0.00241626


Tree=655
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 602 728 784 921 595 878 519 723 578 1466 727 1309 712 927 614 746 689 1429 854 730 660 909 1452 783 971
split_gain=357.345 270.31 187.862 151.682 157.482 191.254 134.036 119.487 117.995 96.92 94.5416 86.6285 107.135 85.3206 73.2794 72.255 69.1387 68.1342 65.6187 64.4706 63.5762 59.5982 58.1813 58.0919 55.9606 65.7146 61.3029 54.6437 52.6801 52.3053
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -0.87905496296652397 0.57156622312866312 -1.5722412400100421 0.81883784246325297 1.0000000180025095e-35 1.0483613175537825 -1.0625654336828987 1.0000000180025095e-35 -0.4288425582216272 1.0000000180025095e-35 -0.87473648844905705 -0.33215574005720661 0.26872683687560334 1.9243274649644626 0.91361512331551464 1.1155635910225459 -0.92554225283530089
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 22 -1 11 24 16 -9 19 -13 -8 -7 -10 20 18 23 -6 -3 -22 -2 -15 28 -26 -27 -16 -5 -19
right_child=1 9 -4 8 7 14 13 10 15 -11 -12 12 -14 17 27 -17 -18 29 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00022485718925655871 -0.00018399780692886304 -0.00023901750811046286 -0.00020273412938568084 9.3890067635029925e-05 -0.00010319826243829612 -8.5753814680465155e-05 0.00039853111131017579 9.1155356798518675e-06 -0.00013577558575171518 -0.00031177258842760496 -0.00016136713575802834 -0.00019127011713784484 0.00030888403732561655 0.00036748410653564641 2.5666759861936618e-05 0.00032292087986023348 -9.6349326277166226e-06 -0.00013979811856927802 0.00038880417619462424 4.6625438752342056e-05 -1.4587148683012537e-06 -0.00016724878643995496 -0.00036087471360756628 -0.00011643438777583692 2.0280010533862101e-05 0.00026385571750319446 0.0011156031732057589 0.00038759839758212175 -8.4989941977987402e-05 0.00021531596234155401
leaf_count=3396 20984 33118 31093 7155 12934 32649 3407 16662 1187 20323 21606 1538 5428 723 5233 5949 10098 1289 935 32158 9947 26449 12699 6278 5034 2605 228 1461 15834 13531
internal_value=0 -0.0997906 -0.062729 -0.0421772 -0.0709272 -0.151257 0.134234 -0.0173267 0.0733206 -0.205998 -0.103721 0.0457182 0.246457 0.18037 -0.0597224 0.300484 -0.17325 0.135799 -0.00920403 0.0116911 -0.202044 -0.141704 -0.293999 -0.0765673 0.016268 0.164871 0.413477 0.132424 -0.0354825 0.219374
internal_count=361931 332372 232437 201344 163352 73026 29559 90326 37992 99935 38268 52058 6966 26163 39343 7136 79612 22756 7936 45092 69514 36396 33683 7001 30856 7867 2833 6694 22989 14820
shrinkage=0.000836755


Tree=656
num_leaves=31
num_cat=0
split_feature=785 728 1431 871 784 727 677 602 921 784 727 595 878 1309 825 519 723 706 1375 21 1398 1030 877 1426 487 647 590 564 927 1047
split_gain=391.704 294.683 220.018 181.076 141.791 131.644 129.952 182.566 112.433 102.549 97.5797 96.7256 81.8423 81.439 81.1028 75.1188 79.5844 71.4133 70.3503 70.1238 78.0794 65.6464 64.115 62.2077 60.3859 60.1814 129.09 59.7773 58.542 57.2128
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 0.29878677988246938 -1.3782055633747541 2.1420547332082829 1.0000000180025095e-35 0.62672487627420737 -0.27377523386692942 -3.9164670491403295 0.44312978011646392 0.99422031274767553 1.0000000180025095e-35 1.0000000180025095e-35 1.6304501485392697 -0.87782724458594241 0.58895901036483078 1.9546110090380651 1.0483613175537825 2.3738149868247693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 17 7 22 -6 14 -10 13 -11 19 -8 -16 -17 -1 24 -3 25 -7 -2 -4 -5 26 -21 28 -19 -13
right_child=1 11 23 18 8 21 9 -9 10 12 -12 29 -14 -15 15 16 -18 27 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016528910946593341 -0.00016060521989859396 0.00070741500252359394 -0.00014437872726491224 -6.6852185364635699e-05 3.0542735768267703e-05 0.00022282239255876773 -9.3891370934476914e-05 -2.7783354582956189e-05 -0.00021095355063332276 2.3524709284406372e-05 0.00036245841770140088 -0.00033792110631604888 -0.00014437499061245771 -3.8971838447875748e-05 5.5403119523976631e-05 -0.00016289575322810313 0.0003649957248033114 -3.4352523614704674e-05 -0.00024927151670388933 -0.00014442713144817215 -0.00032556183776217662 -0.00020078688297512785 -0.00035533720561334607 -0.00030879494915756449 -0.00043679397970412495 -0.00017653976565569715 0.00062643088053383495 0.0004488804542984087 0.00043226761179340984 0.0002145710240129421
leaf_count=5567 16172 199 22607 20957 23795 16011 8869 30732 925 13355 4875 19629 17114 13914 27186 876 3736 5356 16161 2589 13335 997 10647 12543 1887 48778 797 906 722 694
internal_value=0 -0.116507 -0.0779491 -0.0523703 -0.023476 0.127332 -0.0540786 -0.134778 0.101657 4.82788e-05 0.344317 -0.226389 -0.0876783 -0.193862 0.0656938 0.10934 0.335269 -0.0265625 -0.192727 -0.23099 -0.236244 0.244878 -0.287277 -0.245017 -0.113986 -0.197513 0.0838602 0.100067 0.0293539 -0.390986
internal_count=361931 332372 232437 197287 158282 29559 128687 57551 29595 71136 5800 99935 30469 79612 40667 31798 4612 12551 39005 65698 65499 17008 26819 35150 22844 52164 3386 6984 6078 20323
shrinkage=0.000804263


Tree=657
num_leaves=31
num_cat=0
split_feature=43 1454 1452 21 1454 1461 1461 1459 125 1010 21 1453 1453 21 1469 1449 1452 1458 1458 846 1464 1454 21 1451 1458 1451 1298 1361 1466 1466
split_gain=132.506 108.759 104.827 92.0003 130.486 83.5618 118.975 111.88 82.7445 84.0505 73.95 99.3139 85.2727 90.5639 95.4412 88.6808 75.0403 117.201 103.352 73.3942 72.3015 69.0631 82.4861 77.9094 64.7196 61.628 60.5154 85.9721 60.0409 108.176
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 -1.6471741456694959 -0.051110432140844611 -0.3640729456269281 0.86367939756826118 1.9632967188765165 1.5320262332576917 3.0713252103476614 1.3785497256249488 3.5235182473523379 1.9142027959396961 2.3240884354044633 -0.34280992228737395 0.52358129808114695 0.57845329651378008 0.07165096648870159 0.68465967500769709 0.29736867676700723 1.5430059779684882 0.33104948409706508 1.7567652095367545 0.56703492698768387 4.7338641633690761 1.246572782916967 1.0000000180025095e-35 1.0000000180025095e-35 -0.36372429123456174 -0.35193789771552797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -3 10 7 -7 9 19 20 12 13 16 -15 -16 -12 -18 -19 26 -5 22 28 -23 -25 -6 27 -1 -8 -30
right_child=-2 3 -4 5 25 6 21 -9 -10 -11 11 -13 -14 14 15 -17 17 18 -20 -21 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00053747329861319072 -0.00028646665781354618 0.0025351128894524908 -0.0010211247586777367 3.2645787818189025e-05 -0.00051344901209693253 -0.00080435877614362444 7.4741204006913923e-05 0.0017943559275500089 0.00033754624787922868 0.0010393381779389955 0.00097263922835294752 -0.0012415986893751104 0.0019173625458209019 0.00045681632299308976 -0.0020603486778142397 0.0010551455522597275 -0.0016100393241992089 0.0025813766530695518 -0.0010125410805079478 -0.0004056851130807052 0.00049763652357719059 -0.00055118116182572327 -0.0015622920532924142 0.00020994811492499541 0.0035658877546224182 0.0016325487934109818 3.37142582950007e-05 -4.7827143886321052e-05 0.0039279597985346498 0.00076189004361267585
leaf_count=22017 74777 965 4165 79642 1367 9843 3589 437 10391 1474 6838 775 1022 1858 1096 304 872 449 348 30046 9979 7245 571 4248 123 515 55589 27497 261 3628
internal_value=0 -0.00430834 -0.0465044 0.0388767 0.425935 0.0308185 -0.0709173 -0.270954 -0.0370636 -0.0532186 0.0592442 0.198664 0.242087 0.190193 -0.102888 -0.53538 0.300724 -0.0928387 0.441837 -0.0597897 0.0357587 0.0233352 0.176589 -0.0817271 0.134007 0.0660312 -0.0334308 -0.0939466 0.234927 0.415247
internal_count=361931 287154 151179 135975 2847 133128 29945 10280 147014 136623 103183 13562 12787 11765 3258 1400 8507 1669 797 135149 89621 19665 8049 11616 4371 1882 105103 49514 7478 3889
shrinkage=0.00246459


Tree=658
num_leaves=31
num_cat=0
split_feature=785 728 576 784 728 519 921 720 578 1376 391 319 788 1292 1367 470 1469 689 583 290 730 934 727 21 902 624 1367 1430 783 519
split_gain=413.521 308.744 217.28 157.595 139.957 132.802 113.368 110.085 100.821 98.7551 97.7065 95.5407 93.242 84.3679 106.723 82.4757 78.0444 76.509 73.0202 68.7259 66.4323 75.5328 62.4626 59.2755 58.7525 57.6189 57.2972 77.9477 55.8821 56.6253
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.64782611375555454 0.9594655836162902 -0.49008176997875957 2.1420547332082829 1.0525743831388839 1.0000000180025095e-35 -0.87905496296652397 -0.39507898286537607 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.96833047545424733 -0.4288425582216272 -0.55326332990463356 1.92305342399566 -0.33215574005720661 1.0000000180025095e-35 -1.5722412400100421 0.2439032738895319 3.4436453420943347 0.12427715490910153 1.0000000180025095e-35 0.54622893720785959 1.1155635910225459 2.1420547332082829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 5 -1 9 20 -7 -6 16 19 15 -9 14 -10 -3 -4 -17 -14 -2 28 -22 -8 -15 -19 -12 27 -11 -5 -30
right_child=1 11 3 6 8 7 22 12 13 26 25 -13 18 23 -16 17 -18 24 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00020748410820459521 -0.00010193186126306541 -0.00021172189840229055 7.3275937148516008e-05 0.00011272745495005038 0.00039326876237479042 -0.00020822971657740087 -9.8509377402358241e-05 3.9244697349434002e-05 -0.00015740430369841021 -0.00023976382893028147 -0.00028120231795027704 -0.00029611201100067754 8.7794120396674963e-05 9.371960358402559e-05 0.00014501392347969868 1.689310002701807e-05 -5.4159967677742103e-05 -0.00014993878754668028 0.00051703065625915566 0.00018700285583517925 0.00030792335745498818 -4.0929595980669994e-05 0.00033999271324913543 0.00031814119205883588 0.00074145685698099771 -0.00011933137701204355 -7.2497996070899177e-05 -5.3413292871573576e-07 -0.00010768401270512078 0.00028542549035351264
leaf_count=3396 35431 38496 14458 5709 3407 2044 939 4096 4994 20378 18998 20386 1386 5588 6514 11342 56460 29537 2393 2162 3806 2632 4684 5660 174 10847 28575 4686 11885 868
internal_value=0 -0.108391 -0.0688138 -0.0298621 0.14244 -0.0617052 0.101315 0.152587 0.189348 -0.0821184 -0.177714 -0.221107 0.251393 0.140917 0.0195015 -0.188306 -0.0339385 -0.12387 0.468624 -0.107283 0.0395811 0.217753 0.3505 0.26369 -0.185405 -0.280514 -0.156066 -0.240195 -0.023547 -0.0992012
internal_count=361931 332372 232437 164999 29559 134476 30523 9919 26163 124557 67438 99935 7875 22756 11508 79549 70918 41053 3779 37593 24900 6438 5623 11248 29711 29845 53639 25064 18462 12753
shrinkage=0.000773033


Tree=659
num_leaves=31
num_cat=0
split_feature=785 728 516 728 1376 274 789 507 758 608 595 382 578 804 941 322 1361 1298 612 395 1116 588 1091 1430 970 714 21 21 882 638
split_gain=420.278 299.479 195.104 133.89 131.515 107.241 94.7494 104.907 107.269 93.2295 93.1034 88.9056 86.3103 85.7242 92.121 76.5766 75.7459 98.8452 70.8194 70.7277 67.3264 65.4526 65.0215 116.18 64.3003 62.6503 60.1066 59.4686 58.1128 57.5174
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.18805867694879752 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 -0.43523778982368799 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.3537602816678871 1.0000000180025095e-35 1.4725277493311824 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98151139863280401 2.250834115212506 1.0000000180025095e-35 1.0000000180025095e-35 -0.25012360103839287 1.0000000180025095e-35 -3.9164670491403295 0.2439032738895319 0.44470034393954044 -1.9689564536147179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 6 9 7 8 11 19 15 -4 -5 20 -15 18 17 -14 24 -2 -9 -13 23 25 29 -22 -26 -18 -8 -3
right_child=1 10 4 12 -6 -7 28 13 -10 -11 -12 21 16 14 -16 -17 27 -19 -20 -21 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00019325081905988627 -0.00030443032715486609 0.00054918428069828306 0.00041704069234815784 0.00037199334694622922 -9.1374991059815631e-05 -1.8780785119578464e-05 -0.00015882403687388254 -0.00017651187307774356 -0.00011518056952527173 -8.9332584135739227e-05 -0.0002869093169888667 1.9299517570261483e-05 -0.00013613108964735527 -3.687805414258938e-05 0.0002563883833155976 -0.00033128676016903229 9.2447701299617206e-05 0.00015403431706638676 -0.000282103388807623 -0.00014159205295979769 5.3700140346721452e-05 0.00063841152212401251 5.8769051108232419e-05 3.6629636126958412e-05 0.000801674658964956 -0.00023846326924710796 -0.00016988470255151724 0.00030831271481599262 0.00010856369484918529 -6.2611211435937593e-05
leaf_count=3396 19004 333 3768 3407 42316 23507 10093 5886 2166 36897 20323 3022 5053 4048 6033 7036 5854 5965 9233 17207 2534 416 27861 15349 133 10129 30839 5884 2201 32038
internal_value=0 -0.104465 -0.0654749 0.148702 -0.0164925 -0.143424 0.0237764 0.0490921 0.240084 -0.189262 -0.215785 0.349162 0.194475 0.0211003 0.188567 -0.18383 0.149725 0.0295355 -0.163623 -0.281075 -0.00880928 0.123888 0.0118805 -0.0626072 -0.139121 -0.230748 -0.216015 0.261187 -0.14164 -0.0716797
internal_count=361931 332372 232437 29559 135822 96615 93506 81212 9372 73108 99935 7206 26163 71840 10081 79612 22756 11018 72576 36211 61759 3438 55873 28012 63343 12663 30972 11738 12294 32371
shrinkage=0.000757875


Tree=660
num_leaves=31
num_cat=0
split_feature=785 728 548 727 1148 519 723 720 938 791 666 1080 507 1020 588 706 861 906 747 21 1444 470 564 927 382 589 647 1321 965 340
split_gain=447.936 303.577 185.081 169.436 152.841 113.738 146.049 119.092 132.793 106.851 103.251 99.2983 94.7207 85.3239 80.3997 76.4763 72.3493 70.1247 67.1552 64.8059 64.4175 60.2624 58.5983 58.4335 56.5501 56.2873 134.078 55.7239 52.91 52.2327
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 0.85514867284464147 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.45873907618427312 2.2092738772757108 1.0941628986121894 1.0000000180025095e-35 0.71188872395471614 0.62672487627420737 1.0000000180025095e-35 -1.5336910031795312 0.98810451262880827 1.0000000180025095e-35 0.61050815248025436 1.0000000180025095e-35 1.9546110090380651 1.0483613175537825 1.0000000180025095e-35 1.4824100882457953 -0.87782724458594241 -0.78919942875917937 0.10980254379742337 0.54703477416996305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 15 5 7 -7 12 9 11 20 18 28 -3 24 -1 -11 27 -9 29 -6 -4 23 -17 -8 -19 -27 -15 -2 -5
right_child=1 13 21 19 10 6 14 8 -10 16 -12 -13 -14 17 -16 22 -18 25 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00024905521117535897 -7.5096545772397139e-05 -0.00030964318752359915 -0.0002998451986006609 4.215637311769607e-05 -8.4104786452023574e-05 -0.00031216810451190904 8.1518546893579022e-05 -0.00025010785189152603 -0.00027273528317615524 -0.00017581766042885075 5.3449148938094296e-05 5.573825543079653e-05 6.3922611296470761e-05 0.00044406589693251789 0.00027212123116961313 -0.00012962768279632837 -8.5682627716228643e-06 -0.00024397235880621305 -0.00013743528137907563 0.00016394621481565698 -0.00032805781660561465 -0.00019575483821103622 0.00028723154016015905 0.00027695526711338188 -0.00014819944783334008 0.00038684058874554277 -0.0002032597562593935 -0.0002393844101135663 -0.00021064301688037741 -0.00027766973811394787
leaf_count=5567 13093 47529 26733 5708 19211 2867 4108 31833 32991 9107 10689 2582 5789 528 2048 5356 11771 46409 15278 10115 2552 28140 906 722 3571 883 4086 500 10074 1185
internal_value=0 -0.271427 -0.232419 -0.00790309 -0.202852 -0.231991 -0.0552725 -0.250687 -0.283888 -0.235451 -0.0796303 -0.287048 -0.135469 -0.378485 0.0557257 -0.181561 -0.113178 -0.317952 -0.309688 0.129939 -0.160159 -0.34991 -0.0468638 -0.116947 -0.0358305 -0.330095 -0.115494 0.227503 -0.194968 -0.0208684
internal_count=361931 332372 232437 29559 177564 145112 12594 132518 103562 70571 32452 49693 28956 99935 9727 12551 20878 52406 47111 17008 21763 54873 6984 6078 7679 51378 4969 1028 23167 6893
shrinkage=0.000686431


Tree=661
num_leaves=31
num_cat=0
split_feature=728 557 659 1020 1356 1442 706 1189 210 785 713 710 566 922 686 852 1453 703 1246 926 125 993 21 708 747 699 487 417 800 1285
split_gain=137.796 115.28 95.8422 94.0053 89.1925 81.9011 72.1763 77.8257 69.081 64.644 76.9018 63.6575 81.9435 67.7407 62.909 60.6058 59.0119 57.6579 53.0814 51.3931 49.287 48.528 55.5025 47.7787 47.3344 48.4643 46.5521 45.6953 45.3025 44.4823
threshold=1.0000000180025095e-35 -0.70530571838800626 0.62821384419828064 1.0000000180025095e-35 1.0000000180025095e-35 -0.962738934255707 1.5724059030450566 -1.5161058611062252 -1.0666823506722929 -0.86283290253235112 1.0000000180025095e-35 1.4588992811557273 2.2401583428922476 1.0000000180025095e-35 0.1605379974679314 1.0000000180025095e-35 0.68513365787920644 -1.3989222878302801 0.39876018571958888 1.0000000180025095e-35 1.0000000180025095e-35 -0.89727091510114898 -0.32341995197817647 0.47843709717639576 2.2668746584208797 0.81555066779940599 1.1053306314956497 2.924606770914282 -0.57812715656594349 2.2712867920001698
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 4 29 5 16 14 -8 -6 10 -7 12 19 17 23 28 18 -13 -3 21 -4 -11 -23 -5 25 -17 27 -1 -10 -2
right_child=3 2 20 6 8 9 7 -9 15 11 -12 13 -14 -15 -16 24 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017207456508214634 -0.00040774281585050228 -0.00017215543021931615 -0.00042752819474219122 -1.4580369414954485e-05 -0.00030514413641183081 -0.00067585873578413663 0.001628698695808448 0.00012428245876976591 0.00057307464410171556 0.00052637241768949301 0.00066267526724014391 -0.00025883204663146276 0.0008043013665542055 -6.8584020265726901e-05 -0.00052696999030081722 0.00069997847817039724 0.00031199587276171394 0.00088027103735815082 -0.00073185832955197008 -0.00024481762192010828 -3.6445227068282079e-05 0.0002798555534661578 -0.0001399842671411626 -0.00060443518008700939 -0.00079812579765079731 1.7525943320548162e-05 -0.00060098812514713029 0.0017418329037186455 6.8642486815679834e-05 -0.0013992510555175994
leaf_count=48968 45368 14039 15656 29255 5204 1237 852 11750 5176 4561 7668 1496 2344 5138 15064 13861 4189 5837 8899 24100 17686 10772 23630 4640 559 2826 8798 318 19879 2161
internal_value=0 -0.00341491 0.0204478 -0.102401 0.0418968 0.00804957 -0.0461048 0.107949 0.116641 0.0370959 0.20786 0.0175963 -0.00852711 0.15745 -0.0864893 0.141987 -0.108146 0.289556 -0.158293 -0.0242562 -0.0848459 0.0207878 -0.005287 -0.0377476 0.233293 0.252807 -0.0933904 -0.0683811 0.075411 -0.190038
internal_count=361931 252841 194757 109090 161415 113910 61561 12602 47505 86783 8905 77878 65407 12471 48959 42301 27127 7333 22938 63063 33342 38963 34402 33895 17246 16687 58084 49286 25055 47529
shrinkage=0.00232243


Tree=662
num_leaves=31
num_cat=0
split_feature=943 733 785 561 990 705 21 570 602 921 187 203 1039 50 112 513 81 1328 1459 1450 710 1158 706 495 1256 1375 1466 1454 1174 288
split_gain=133.312 118.997 96.4574 95.669 85.7877 71.8929 71.1704 64.5421 62.2256 59.9021 59.6164 57.9897 56.8233 56.0363 55.8411 53.6301 52.9843 51.4123 49.1187 53.1116 47.9764 46.2735 53.4186 43.1135 42.6509 42.3754 42.0626 53.205 42.1565 41.815
threshold=1.4693784537238983 1.0000000180025095e-35 -0.86283290253235112 0.3443152153175571 1.09266583130301 0.024944846130704988 -0.70163543588998201 0.023106641411462632 2.6455866734826223 1.0525743831388839 1.1282120477717485 1.0605395091208547 -0.4519138057101153 0.55630078546380823 2.2718117149406565 1.0000000180025095e-35 -0.8834793418456649 3.2350504812968235 0.73871680408646412 4.9048084466922406 0.4942948747401511 1.0000000180025095e-35 2.0258146145105322 1.0758195084223636 -0.072865127755395206 1.0000000180025095e-35 2.2763907064872897 1.0000000180025095e-35 0.3023065339651983 -0.5766300806366107
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 7 20 10 -6 13 15 -2 16 18 -5 -8 -13 21 -20 -4 -3 25 26 -24 29 28 -28 -18 -23
right_child=12 14 3 11 9 -7 8 -9 -10 -11 -12 17 -14 -15 -16 -17 23 -19 19 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.0320434045425054e-05 -0.00013306954925452067 -0.00061346028623743753 0.00025657322960088188 -0.00033371613662645284 0.00024282539299085913 0.00064964204025445989 -0.00062713175948073433 -0.00018299628239745947 -0.00092770131690517405 0.0010493088004500102 -0.0005441585596865922 -0.00069689783908456282 -0.00078815193505742023 0.00025156843534912998 -0.00088740226042199367 8.411137352703658e-05 8.1568443114508128e-05 0.0042313007858281754 0.00015664640991381177 0.0040798568685701374 0.00091093766048637892 -0.00060040965354831528 0.0021460681369316948 -0.00037492829404986336 -0.00078585754105624727 -0.00080760256632161356 -0.0011667643260804808 0.0013750987565197209 -0.00038358009375122815 0.00012141621693623866
leaf_count=8094 10410 21562 17269 33227 17695 15214 8502 10977 3149 4301 10640 15599 21033 22295 9508 21905 44024 100 7927 123 6446 6086 722 13586 358 5502 421 1557 10650 13049
internal_value=0 -0.0160778 0.00255895 -0.0109281 0.0155155 0.12941 -0.00344283 0.0849809 -0.0284919 0.137384 -0.0196258 -0.08192 -0.182854 -0.00441671 -0.110692 -0.05142 -0.0330737 -0.219389 -0.0834656 0.0786394 0.147351 -0.114772 -0.0509807 -0.0150565 0.432472 -0.0743186 0.0108191 0.298771 -0.00107037 -0.0260793
internal_count=361931 330488 265651 242343 171512 23308 149516 34692 114824 21996 111675 70831 31443 101035 64837 55132 78740 15699 55329 8050 23715 47279 25717 70238 1080 24637 56652 1978 54674 19135
shrinkage=0.00300432


Tree=663
num_leaves=31
num_cat=0
split_feature=1031 203 785 516 789 928 731 513 858 651 926 588 864 451 506 728 1038 962 579 382 578 1384 1376 1098 882 1256 790 507 1469 1206
split_gain=130.089 136.032 119.527 112.519 107.645 86.2538 124.402 96.5108 89.5621 89.5201 90.0062 80.8607 78.0418 72.5333 81.1438 71.7734 66.6735 61.9176 60.0609 59.4069 58.1341 56.5668 56.2876 55.5913 48.9656 48.1651 46.8326 46.6968 46.2958 56.2898
threshold=1.6568736917453439 1.6436232400911501 -0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 -0.52992354128753727 1.7256957373890334 1.0454229551509682 1.0825608069246189 1.1107569744011787 0.87156076383787762 2.250834115212506 0.72275257928592751 1.4809802044803921 -0.33605752069368178 -0.49008176997875957 1.5197873595272351 1.3714217264408297 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -0.54869371940750955 0.18805867694879752 -0.65750918523183322 0.44470034393954044 3.0802508445141599 1.8618223311409718 1.0941628986121894 -1.3184646215665221 0.62348375149149904
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 13 5 12 7 17 11 10 27 19 16 18 -15 -1 -5 22 28 -9 -17 25 26 -22 -6 -2 -7 -8 29 -4
right_child=21 -3 3 4 24 6 9 8 -10 -11 -12 -13 -14 14 -16 20 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0005747381776414612 -0.00015493342429109532 -0.00044122555206399424 -0.00013309599639226214 0.00035326739847252732 -0.00050748408208127829 -8.9718041771855747e-05 0.0001049643066775211 0.00072589352674481858 -0.00087295063848734258 -0.00085824035590448332 0.001525431811921009 0.0018430593976100636 -0.00025787249899132349 0.0012145403783052698 -2.8139792456575905e-05 0.0012383208963613606 0.0011426635782138101 -0.00073698567800950683 -3.4231506977585934e-05 -5.5163575079780597e-05 7.9870439615849331e-05 -0.00063458047465925443 -0.00050998665927098831 0.00070812633267307659 0.00024905501126684524 0.0032427582924788321 0.00062029201695941102 0.0012022349209573017 -0.00041030052664292295 0.0022030394263812024
leaf_count=2481 15944 36389 1133 33873 15419 32990 5605 6211 1896 1333 3321 1164 6527 2375 8604 3089 3943 9131 30451 6609 10300 30846 12688 8868 3497 151 3626 1679 61350 438
internal_value=0 -0.0126417 0.00186824 -0.0128978 0.023081 0.0449472 0.00486305 -0.0291925 0.107835 0.199279 0.262896 0.163162 0.119387 -0.0712156 0.0962226 0.138049 0.156035 -0.0732438 -0.0923872 0.114884 0.17424 -0.1553 -0.0458888 0.132219 -0.125355 -0.0393204 -0.00616882 0.13168 -0.133567 0.205768
internal_count=361931 314990 278601 253863 149512 130596 86253 74315 15880 11938 10605 13984 44343 104351 10979 24738 37816 58435 93372 12820 22257 46941 49304 19168 18916 16095 36616 7284 62921 1571
shrinkage=0.00283103


Tree=664
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 789 462 484 1437 648 194 60 959 884 576 846 809 915 667 718 471 852 50 56 656 906 1051 1427 815 13 1469 555
split_gain=129.067 267.099 224.449 109.987 102.118 99.9074 94.5237 74.3066 71.5133 76.8547 71.4478 77.3653 66.4612 63.1712 61.2089 55.0183 52.7219 52.1325 51.3245 49.931 47.6697 48.4262 47.5519 46.237 46.0169 45.7959 45.6272 47.951 43.1504 42.2714
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.1248358748350926 1.9321621796069277 0.38284396028969686 0.72713696786055593 1.0000000180025095e-35 0.58307762070518543 1.0000000180025095e-35 -0.98621059485438678 0.66905551989196432 -0.64782611375555454 -0.3021170497781272 1.0000000180025095e-35 -0.69634109810039713 1.0000000180025095e-35 -0.49030554980422836 -0.93081268283970298 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.59522218321654385 3.3097721730075098 1.3914382567499328 0.67237773758774566 1.2236486170818786 -1.2437168825088454 0.061616454564922658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 5 7 8 12 9 23 -4 14 -2 -6 25 -1 -7 18 -14 -19 21 -9 -5 -3 -25 29 -17 -28 -11 -12
right_child=3 6 10 22 13 16 -8 20 -10 28 11 -13 17 -15 -16 26 -18 19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0018435893615016625 -0.00018678220274962067 0.00014780386916252514 -0.0011675754977416145 -9.4702668989692597e-05 -8.5822412097123982e-05 1.9839957937930068e-05 0.00033787423020037742 -0.00027444297365310303 0.00019666205458750464 0.0010914415896343167 -0.001078617291415692 0.00047237650600029173 -0.00056418034684160877 -0.0011104105420840162 -0.00026919685209091668 0.00012151725675711528 -0.00042713048463108603 0.00021802833093858577 0.00012835858423274448 0.00078727701003068404 0.00053914396586227163 0.00038955954446810259 -0.00063150537100232769 -0.00030015848360253684 0.002620048843795267 -0.00020129096232213056 0.0029362819742102639 -0.0029047819689505734 -0.0010030861411505602 -0.00058228310934898934
leaf_count=903 24051 13555 15718 12315 4685 24931 19795 7424 17367 374 19300 2144 6087 4271 14065 3051 17639 33548 12971 5366 24417 9097 11023 30625 206 5659 267 49 7467 13561
internal_value=0 -0.0747811 -0.190851 0.0107111 0.0293235 0.0411759 0.000658561 0.0707746 -0.0407376 -0.0864382 -0.233264 -0.199975 0.0326481 -0.203267 -0.222081 0.249566 -0.0545886 0.0698535 -0.0288294 0.110812 0.143159 0.0498127 -0.130202 -0.0530738 -0.102978 -0.278277 0.127764 0.795958 -0.320069 -0.315186
internal_count=361931 164106 74717 197825 174487 165531 89389 122961 69594 52227 70447 54729 82023 8956 52585 4270 42570 57972 19058 38914 40938 16521 23338 44386 30831 38520 3367 316 7841 32861
shrinkage=0.0027211


Tree=665
num_leaves=31
num_cat=0
split_feature=1431 470 602 1464 126 739 527 789 1285 1467 1020 1452 945 294 785 886 21 597 416 806 1092 1450 1454 1449 1465 1457 497 1451 616 846
split_gain=124.494 124.49 197.516 103.489 95.8372 94.9004 82.6701 76.6909 70.8965 70.4935 69.6378 68.6793 68.3146 67.3895 56.413 56.0087 54.3333 54.2354 52.6391 51.1936 50.3021 54.3059 56.658 57.1158 58.3862 50.2202 49.7075 48.4947 47.7848 49.0679
threshold=1.8641952677858011 1.0000000180025095e-35 1.0000000180025095e-35 1.5993600128483978 1.0000000180025095e-35 1.0000000180025095e-35 0.86558768754863191 1.1248358748350926 1.0000000180025095e-35 1.4788072840855835 0.44670980992553178 -0.22703747551118403 1.9181452473571214 0.32630489977015814 -0.86283290253235112 1.3656841161399589 3.0805194032280743 0.4590488840311347 -1.1596490889558624 0.53322213276968733 1.0000000180025095e-35 -0.48019420566728716 0.54504201778324368 2.4498220593785009 0.36057972799876986 1.2569076175657832 2.0895063784560848 0.311727642589465 1.0032126598012274 -0.33670276477111571
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 6 9 8 18 15 17 20 13 14 -4 -1 -13 -7 -3 28 -6 -22 25 24 -24 -23 -20 -21 29 -16
right_child=-2 3 12 -5 11 10 -8 -9 -10 -11 -12 16 -14 -15 19 -17 -18 -19 26 27 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00044638413550934048 -0.00070595943618616524 -0.00046881508773548265 0.00073986956730012613 0.0006274358064930584 2.5672205683922111e-05 -0.0014023688226897937 0.00026953992194537834 -0.00053946719156167393 -0.0004122289598605316 0.00074496243553342958 -0.00028287640018498134 1.4456709550663571e-07 -0.00087723952381023947 -0.00034225674516558883 0.00026423803955758819 -0.0013689718391307266 -0.0033539077992312824 -0.00051425034258015473 5.9053647614849753e-05 0.00017921084077598669 0.00017479758243671767 0.00080660834936880569 -0.0012587888898305181 0.0024077449103518936 0.00086519719188473841 0.0022244464134310435 0.00070562586078563611 0.0010606539855322434 -0.00064994847878593344 -0.00018896487986190023
leaf_count=29205 16755 8085 5249 11242 11876 17509 9070 16081 19857 2355 7922 29919 4113 17376 20421 4858 187 5803 56030 9169 9648 11615 1310 264 711 915 4723 3536 5817 20310
internal_value=0 -0.015911 -0.0654581 0.0201633 0.00655477 -0.166281 -0.0992129 -0.0359153 -0.011666 -0.157384 -0.287324 0.0665812 0.00130065 0.0144937 0.0455549 -0.187623 -0.00695171 -0.373819 0.0183134 0.0248952 0.126541 0.176225 0.252418 -0.0369435 -0.156188 0.305778 0.038168 0.146485 -0.00923901 0.0147185
internal_count=361931 345176 162713 182463 171221 76722 45488 104776 88695 36418 31234 66445 85991 81878 64502 34063 30106 23312 68838 59253 36339 24463 14815 2285 2021 12530 60753 12705 46548 40731
shrinkage=0.00300432


Tree=666
num_leaves=31
num_cat=0
split_feature=890 407 785 332 395 540 1361 1160 728 728 21 705 1436 597 884 671 1451 942 1079 710 1290 156 1002 791 1023 1292 755 789 917 1016
split_gain=341.212 270.075 247.32 174.654 214.424 133.738 131.157 135.074 118.797 99.6924 82.7234 81.7725 78.4758 74.5866 73.6434 88.289 72.3991 72.2305 74.6692 66.9057 63.9489 61.9441 59.5378 59.4803 58.7213 59.5456 56.651 55.624 55.7949 55.0374
threshold=-1.0182342416987082 -1.2965003005540392 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.49008176997875957 -0.70163543588998201 0.99715813669032338 0.60428344764309971 0.4590488840311347 1.0000000180025095e-35 1.0000000180025095e-35 0.75140231727557782 2.231519495564001 3.0729769241839433 1.8739714802800056 1.8124611990991408 -0.67214647191702082 0.69854289147193727 1.0000000180025095e-35 6.1500100900864334 1.0000000180025095e-35 1.2103694265132638 1.1248358748350926 4.3127385003387806 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 16 9 4 8 27 7 -1 -4 -3 21 20 13 24 15 -11 -2 18 19 23 22 -8 -7 -6 25 -10 -12 -5 -29 -25
right_child=1 2 3 5 17 11 10 -9 12 14 26 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=-0.0004040341788609921 -0.00020868567075373769 -0.00017068608891679913 1.4226718743936891e-05 -4.3162139599170173e-05 -9.7753466386768124e-05 4.6465625477538425e-05 9.8967299911920727e-05 -0.00016252374665070771 -0.00040327616092305791 -5.4485256661288967e-05 -0.00012009751579889165 0.00012838337282958405 -6.2255895672800487e-05 -0.00012524750105439618 0.00024044926595886122 0.00021432358067582479 1.3712265326418424e-06 0.00023031393599363137 0.00041242032562740306 0.00016954224166248759 -0.00020104611001642709 -9.0360455402163742e-05 -9.6149496713260438e-05 -0.00012689004729521703 0.00085598952782200912 -0.00021718725035349583 -0.00027313524314039322 -0.00020933056326644364 0.001420731903618813 0.00010483269118885358
leaf_count=16729 31623 2507 7005 32147 30343 41079 6906 20622 16559 5833 27650 16754 6839 8554 11520 4916 5215 2252 747 3148 3079 14710 7381 3830 82 9235 9860 7166 47 7593
internal_value=0 -0.0469892 -0.0226031 -0.0476398 -0.119805 0.00502459 -0.206702 -0.332125 -0.240698 0.167315 -0.146329 0.055691 -0.29544 -0.34919 0.208762 0.091872 -0.235527 -0.0283225 -0.0476686 -0.0595354 0.0160008 -0.0351233 0.032982 -0.0822489 -0.424253 -0.433839 -0.209948 -0.0943309 -0.265396 0.0448626
internal_count=361931 265454 228616 203840 96187 107653 96477 37351 48274 24776 59126 68293 41269 34430 22269 10749 36838 47913 45661 44914 51539 21616 48460 41766 25876 25794 37510 39360 7213 11423
shrinkage=0.000743015


Tree=667
num_leaves=31
num_cat=0
split_feature=785 728 479 1423 852 727 1431 595 1467 677 713 938 804 1309 746 784 896 1030 706 927 21 507 878 689 943 1047 829 1359 791 578
split_gain=338.993 280.846 181.983 152.075 131.731 122.705 98.3464 91.0188 82.6603 85.9214 104.194 85.7005 71.3035 67.9503 64.4147 61.9109 59.9061 58.7136 58.0596 58.3225 57.0768 56.5495 56.5105 55.8575 54.2858 51.8973 58.8218 48.8022 48.7158 48.1377
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6834386678921571 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 2.6212945108504591 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2521318533151415 0.81883784246325297 1.0000000180025095e-35 0.9594655836162902 -0.28794826445342053 0.99422031274767553 0.82104289547369691 1.0483613175537825 -0.13431221002227373 1.0941628986121894 1.0000000180025095e-35 -0.4288425582216272 1.0000000180025095e-35 2.3738149868247693 4.3216852530764838 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 18 8 13 9 10 21 12 22 14 -3 -6 -11 -7 -1 29 -18 -2 -12 -16 -4 -9 -27 -25 -22 -20
right_child=1 7 24 -5 15 17 -8 25 -10 16 11 -13 -14 -15 23 -17 20 -19 19 -21 28 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-0.00011751374842029546 7.4777003110810309e-06 -0.00020905766242413013 -0.00011017170112043189 -0.0001221948105460376 4.3694327977320445e-05 0.00019262522586677383 -0.00013448519591917544 -0.00028681461695596086 0.00020443158560780206 5.3501747300295248e-05 -0.00016492187311046436 -0.0002244987156273529 0.0002542385182215985 -1.4370259125712246e-05 -9.153989807936289e-06 0.00021850446377950691 2.976423759332043e-05 -0.00016484708006944186 0.00034780478741564788 0.00043583907252541903 -0.00013550568033613583 0.00029133029555994004 -2.3919667324110002e-05 -0.0001020743084720882 -0.00026182470108780675 -5.5102629045366057e-05 0.0011888785345887391 -0.00025550915772249442 3.1551613948562775e-05 -2.9303875350416447e-05
leaf_count=6473 9928 33118 14932 40181 15660 16011 20249 19629 3238 31226 13518 12424 1294 10098 9947 5435 16507 997 754 739 12636 1744 14387 18510 14236 612 82 7939 4842 4585
internal_value=0 -0.103801 -0.0659831 -0.0465466 -0.0200213 0.124561 -0.0437093 -0.211904 -0.0228899 -0.0322535 -0.0996186 -0.152303 -0.0912017 -0.180244 -0.208753 0.126524 0.0137644 0.238982 -0.0248035 0.108602 -0.0457252 0.0761929 -0.116569 -0.148049 -0.249959 -0.373381 0.256555 -0.204367 -0.12396 0.0356375
internal_count=361931 332372 232437 203269 163088 29559 141993 99935 121744 118506 53295 41623 29199 79612 69514 21095 65211 17008 12551 6078 33985 11672 27905 36396 29168 20323 694 26449 17478 5339
shrinkage=0.000714163


Tree=668
num_leaves=31
num_cat=0
split_feature=785 728 1423 479 728 852 1022 1430 578 662 590 647 1359 896 1469 1436 1292 1298 746 784 513 933 1235 1154 21 210 583 651 1464 125
split_gain=401.999 293.161 192.341 157.864 146.303 132.378 107.44 124.496 91.6252 90.755 118.271 140.793 77.4045 77.1091 74.6473 86.8755 74.3688 94.4483 69.8516 69.6518 64.8858 81.4982 64.0414 63.4173 56.0969 55.0305 54.5695 54.247 51.8818 51.6101
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6834386678921571 -0.49008176997875957 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -0.58271687606615485 0.58895901036483078 -0.87782724458594241 1.0000000180025095e-35 0.42670496010513392 -1.3263328046252252 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0454229551509682 0.68806224955729689 -0.94625487755706195 1.0000000180025095e-35 0.2439032738895319 -1.086984189757298 -0.55326332990463356 1.1107569744011787 0.74657910936426475 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 7 14 -6 10 -3 -12 18 20 -2 -16 17 -10 23 -7 -8 26 -9 -11 -18 -4 -22 -15 -24 -27
right_child=1 9 25 -5 8 19 13 22 16 12 11 -13 -14 27 15 -17 24 -19 -20 -21 21 -23 28 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00019798174237406103 0.00017508457491842997 -0.00011500110774400235 -0.00027722718293293324 -0.00016592542077068499 0.00035472941564864059 4.2846495540490352e-05 1.0909409427705931e-05 -0.00013256949062288644 -0.00012067010137555493 -0.00032821830412608306 0.00055458466526091201 -9.2130980666132447e-05 -0.00026306331496503318 -3.0337027561512671e-05 -0.00024056115088738153 -3.1715702070483317e-05 8.7234235251362578e-05 0.00014077799581421415 -9.5180103265748512e-05 0.00022801491635108406 1.761368856531702e-05 -0.00010484528407528751 -1.4932061301045552e-05 -0.00015010832065300928 0.00028925425361132472 -0.0001888601419814843 0.00027068743033832463 -0.00021195054302782578 0.00016401648502997369 -7.1339050146412158e-05
leaf_count=3396 1196 14841 7866 21656 3407 15660 40410 9838 5258 12157 1384 1812 23874 22429 21742 6574 5588 6250 30054 5435 2264 2144 21764 15813 5660 17551 5735 4100 3797 22276
internal_value=0 -0.104287 -0.0656919 -0.0368139 0.143337 -0.0174939 -0.0412198 -0.108727 0.191351 -0.214516 -0.0705107 0.301164 -0.249782 0.00739444 -0.226905 -0.256182 0.145209 0.031254 -0.204306 0.129208 0.0528797 0.189839 -0.0318645 -0.299086 0.260732 -0.196191 0.27904 -0.0816786 0.0182879 -0.165197
internal_count=361931 332372 232437 184744 29559 163088 141993 64911 26163 99935 18037 3196 81898 77082 29512 28316 22756 11508 58024 21095 50553 10143 35399 27970 11248 47693 7999 26529 25561 39827
shrinkage=0.000714163


Tree=669
num_leaves=31
num_cat=0
split_feature=681 1430 1298 1469 1430 651 1368 560 884 809 846 606 1303 212 809 1465 1458 1222 1460 734 1015 1470 1152 62 785 48 614 56 119 1160
split_gain=129.351 109.212 174.387 156.874 114.039 106.6 98.071 68.0021 67.7542 65.6642 60.3022 60.1514 58.6457 57.9777 57.9582 55.5308 52.8422 51.5712 51.0518 50.8684 50.2475 50.9189 48.0145 47.9209 47.7993 45.9152 45.9107 44.3546 43.7094 42.7292
threshold=1.0000000180025095e-35 0.54622893720785959 1.0000000180025095e-35 -1.0470123060412753 1.0000000180025095e-35 1.1107569744011787 1.0000000180025095e-35 1.6590601587821199 0.66905551989196432 1.0000000180025095e-35 -0.53268848306471728 0.44224916350105375 1.0000000180025095e-35 -0.92281229145947485 2.6372809947782678 -0.52774419131799011 3.0919731056735245 1.2281653790456704 1.1560636084176532 1.968508212070009 1.2191568012335126 -0.32567218528445913 1.9060981115738789 -0.67845511463764618 -0.86283290253235112 1.0000000180025095e-35 -0.75411934043310735 2.4671720876882079 1.4918152506281495 0.68536004617275303
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 8 7 10 12 9 20 -4 19 25 -6 29 27 26 -1 22 -8 21 23 -15 -5 -12 -3 -17 28 -2 -7
right_child=15 5 6 4 13 14 11 -9 -10 -11 24 -13 -14 18 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0002924212016077077 -0.00089085923885332961 0.00050053094757980272 0.00013551103816946501 -0.0012964553731328393 -0.00076560413370300247 0.00011307470548457722 4.0042665289544233e-05 -0.00034007432507820177 0.00047201299404653959 -0.0003159314604614972 0.00032594212520181784 0.00047602286175274278 -2.6242219466034758e-06 -9.8649688805773605e-05 -0.0012487927370822334 -0.00066316820165860291 0.0016796726000078512 -0.00084448481925391465 0.00061525485095849592 0.00096486978368304384 -0.0016385665456814509 -0.0009952792899341114 -0.0012222479450552496 -0.00030575823169752911 -0.0002665415483650197 9.2620057241491404e-05 -0.00011256407188835868 0.00129575546699088 0.00042849092728892128 -0.00071195701058556849
leaf_count=15636 14319 31227 25024 3363 5328 5392 36148 5599 1618 14574 4317 16620 16443 27485 1876 10947 452 1627 2924 1679 4365 18114 1475 12320 48663 11730 18598 287 896 2885
internal_value=0 -0.0117598 -0.0359749 -0.107919 -0.150668 0.0576299 0.0143329 0.0893966 -0.229812 -0.249135 -0.0378548 0.0806075 0.110762 -0.0612092 -0.141947 -0.150849 -0.0913861 0.0771561 -0.0280872 0.0331172 -0.311822 -0.282702 -0.0573977 -0.179008 -0.0802492 0.150458 -0.105637 -0.276151 -0.300118 -0.0671297
internal_count=361931 316432 241280 108829 91566 75152 132451 64999 54354 52736 78004 54447 59400 37212 10153 45499 29997 17263 31884 37827 38162 33797 28960 15683 52980 42957 29545 15502 15215 8277
shrinkage=0.00261544


Tree=670
num_leaves=31
num_cat=0
split_feature=785 728 871 203 784 727 519 921 1469 1091 1016 319 727 647 590 846 784 706 487 727 683 788 962 816 564 927 125 630 557 1043
split_gain=376.194 283.722 186.55 149.063 133.852 124.135 117.733 114.581 109.042 96.4488 126.278 96.1612 94.3249 73.299 182.592 71.5102 68.1973 63.9197 61.9094 61.2432 60.2984 59.7679 58.4751 58.2356 54.9502 56.3768 53.1946 52.29 51.3165 50.5101
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3520813746060025 0.9594655836162902 1.0000000180025095e-35 2.1420547332082829 1.0525743831388839 -1.0116054822771126 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.0000000180025095e-35 0.62672487627420737 1.6304501485392697 -1.1275738623161491 -1.07329023030195 0.38349571241217301 0.78457125397875782 6.0906794990390116 1.9546110090380651 1.0483613175537825 1.0000000180025095e-35 0.23574602101832404 3.2851109509259637 -1.2025398219287566
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 17 8 -6 -2 10 23 13 -8 14 -3 27 -14 -1 -4 -9 -11 -22 -7 -10 25 29 28 -15 -5 -19
right_child=1 11 18 26 7 22 12 19 9 20 -12 -13 16 15 -16 -17 -18 24 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012013665999358302 4.493685077416606e-05 -0.00011741393155818986 -0.00011517343192227125 -0.00020045674759366474 2.7267817282350081e-05 0.00019710322520238304 -0.00015249983328703614 -8.1384063642511731e-05 -0.00021433822222529175 -0.00011135952512071905 -5.0234028467557583e-05 -0.00024421709620621717 0.00026803096551360997 -1.5836199989870417e-05 0.00047959453597785218 -0.00016258896712905799 2.7614448854080911e-05 -0.0005144916042628011 -0.00033007140229764878 0.00028369395016394802 -3.1386979358566975e-05 8.469780905953644e-05 -7.6002314580398648e-06 0.00056975865635601204 0.0003538389849401173 0.00034716375095504695 -6.8180932034455664e-05 -0.00016543092843837565 0.00048474660079805029 8.7900873923735491e-06
leaf_count=5567 19638 3939 42431 15633 23251 14134 1889 905 20795 12697 23303 20386 4299 15464 1197 50854 3124 368 3878 4842 28081 9635 2874 137 906 722 17665 8095 234 4988
internal_value=0 -0.105632 -0.0676449 -0.0402157 -0.0151116 0.134786 -0.0456262 0.1072 -0.0654201 -0.0962738 -0.174303 -0.214208 0.161603 -0.18119 0.0692682 -0.200922 0.256457 -0.0153628 -0.201103 0.353204 -0.0383043 -0.00148238 0.249794 -0.318068 0.104969 0.0369427 -0.180679 -0.0977945 -0.290934 -0.0342905
internal_count=361931 332372 232437 186128 152596 29559 123598 28998 114286 94648 44235 99935 9312 79549 5136 74413 7423 12551 46309 5747 50413 37716 17008 20932 6984 6078 33532 23559 15867 5356
shrinkage=0.000646839


Tree=671
num_leaves=31
num_cat=0
split_feature=785 728 784 815 1016 921 727 784 519 727 747 727 319 470 548 585 689 1065 706 730 934 885 727 1467 1097 588 990 783 382 519
split_gain=404.149 340.513 201.851 199.609 231.435 179.428 136.038 122.814 126.03 160.064 105.959 99.7635 96.9864 85.6053 83.9858 83.8649 76.4293 70.4839 67.5814 66.9895 70.7851 65.1279 72.5577 64.9529 65.1212 63.7026 63.4956 63.0927 60.7932 60.3666
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.98810451262880827 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 1.6327850790471963 -0.8867634123843694 -0.4288425582216272 1.0518754624258557 0.62672487627420737 -0.33215574005720661 1.0000000180025095e-35 6.1053019920877674 1.0000000180025095e-35 2.6212945108504591 -1.2571877020351898 0.71188872395471614 1.09266583130301 1.1155635910225459 1.0000000180025095e-35 2.1420547332082829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 15 19 18 8 14 -10 -9 -7 13 -3 -5 -2 -15 -12 -1 27 -21 22 -17 24 -6 28 -13 -4 -11 -29
right_child=1 12 5 7 23 11 -8 10 9 25 17 26 -14 16 -16 21 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00015406585409045992 -0.00041443981742469586 -0.00022409106382628415 7.2406078430772643e-05 9.9079429735958059e-06 -0.00020782774764389512 -0.00015213774340322025 0.00020162551246197765 -0.00015048792953509569 -0.00022340620961429234 0.00038613606623690369 9.0056472153251751e-05 0.00024889215467803878 -0.000309775198335689 1.0842514119590012e-05 -0.00017040198988257064 -5.6683277260519569e-05 -0.00015224123543691376 -0.00023917261953721407 8.0870958794314684e-05 0.00023634537050140874 -5.9729278481029717e-05 0.00073187760956614097 -0.00027143393440141661 0.00025988766132951577 -4.870676809666207e-05 0.00060579647690607271 0.00060933847449578453 -0.00013202140166156728 4.1788105276280803e-05 0.00023114516737814312
leaf_count=5567 11374 38496 7921 42904 10515 1294 17008 32193 1874 2534 8520 4808 20386 11342 10006 7200 29711 1866 6984 5213 3732 156 22608 1451 33540 1271 1493 16536 2279 1149
internal_value=0 -0.112278 -0.0706675 -0.10135 -0.184904 0.0576627 0.135945 -0.0436059 0.015758 0.243315 -0.128171 0.330341 -0.2303 -0.197292 -0.0227728 -0.326664 -0.131728 0.0393522 -0.0208433 -0.00886012 0.145621 -0.265128 -0.275559 -0.0883434 -0.103796 0.389335 0.428617 -0.0633944 0.286182 -0.132556
internal_count=361931 332372 232437 190291 86844 42146 29559 103447 60868 7958 42579 7595 99935 79549 52910 41338 41053 10386 12551 34551 8945 29964 29808 45506 44055 6084 6301 25606 4813 17685
shrinkage=0.000788493


Tree=672
num_leaves=31
num_cat=0
split_feature=728 1431 744 666 50 470 616 805 612 1463 703 21 65 738 725 878 909 1450 21 471 1311 1453 789 207 284 705 1456 1325 614 900
split_gain=129.099 104.071 88.1241 85.1571 81.3207 91.8065 67.3324 65.8244 60.3501 64.2788 58.0755 57.1462 59.6861 55.4779 52.7072 64.172 55.5464 53.9349 52.6191 59.4431 52.5668 55.2582 49.3179 47.7282 46.5233 46.2181 45.665 44.8165 43.4931 44.9894
threshold=1.0000000180025095e-35 1.0099929608726099 1.3025484894158337 2.2575337098986954 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.4663648571955066 1.0000000180025095e-35 1.8172976979801614 -1.5610358635380586 -2.7818205974049124 1.3605314985471562 3.5871651185081377 1.0000000180025095e-35 1.0000000180025095e-35 2.6191292064927163 0.95337257963916655 -0.70163543588998201 -0.93081268283970298 2.9834630783018015 1.0969950498647898 1.1248358748350926 -0.12933156610784052 -1.1416433863166267 1.4811233430041424 0.37396721338577926 -0.68688066482863919 -1.3710115269326899 0.46525821911162973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 6 11 8 18 -10 -7 -1 14 22 16 17 -13 25 20 -20 21 26 -6 -12 -25 -16 -2 -3 -21 -30
right_child=2 27 -4 -5 13 10 -8 -9 9 -11 23 12 -14 -15 15 -17 -18 -19 19 28 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0026972125309745929 4.2133808774621132e-05 -0.00059108184557053875 0.00020138096451092593 0.0005647120714698939 0.00027029863375119441 -0.0005484761713990576 -0.00058974084111539126 -0.00085224836954291081 -0.00083271031756333811 0.0012291830907356573 -3.772208165157814e-05 0.00020650335870991144 -0.00056027205676749598 -0.0018763295289651442 -0.00055803971321511541 8.3732042586960275e-05 0.00204738107930334 0.00044348174728894981 -0.00061821514887816802 -0.00072654497411175261 0.0020965114606794023 0.00082402944917150977 -0.00021403094870856286 -0.00044233671236691756 0.00025298642194114762 0.00066995318409990507 -0.00067839315352909385 -0.00015751819200943875 -0.00025740898646739956 0.00018339288631118693
leaf_count=158 14985 12663 11079 7130 41726 4610 14247 9286 11175 607 40865 8872 11868 355 18094 16023 439 2183 15672 5728 389 2184 6206 3254 37996 1068 4250 25084 23849 9886
internal_value=0 -0.00187895 -0.0978809 0.015132 0.00659195 -0.0185136 -0.0831304 -0.123745 -0.10587 -0.287747 0.0242066 -0.0505552 -0.0551125 0.0788812 -0.0233416 -0.0618201 0.125393 -0.153377 -0.0842503 -0.121906 0.0176185 0.000573523 0.0845979 0.0359622 0.084676 -0.196629 -0.0450604 -0.116163 -0.0758726 -0.0489536
internal_count=361931 252841 109090 215094 207964 159677 72952 98011 88725 11782 86725 58705 58547 48287 46679 37368 9311 21345 76943 55135 21808 21419 47932 82115 41250 19162 19235 37747 39463 33735
shrinkage=0.00246459


Tree=673
num_leaves=31
num_cat=0
split_feature=184 51 1392 43 21 1466 785 1463 1468 1454 705 136 957 898 1453 1356 747 471 878 657 1459 1469 1454 1468 1467 670 1464 1452 852 1457
split_gain=126.097 116.779 87.505 81.8783 86.1399 94.9919 83.1926 82.3108 86.3521 83.7418 76.795 76.6424 67.7088 66.0721 56.4403 55.74 76.7442 61.3258 60.4506 79.3172 53.7668 81.6328 54.2744 61.1373 55.3533 52.394 51.2198 64.4126 50.7911 49.8058
threshold=1.384368771371848 1.0000000180025095e-35 -0.5707015408035635 2.2744972866152193 -0.32341995197817647 0.46396587401086814 -0.86283290253235112 0.067148399785659021 1.0056208477415762 -0.53254169354491554 1.0870985732619181 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.89653246390762387 -0.50019127212278292 2.9062597313169154 -0.93081268283970298 1.6473864309851525 -0.29429909822911982 -0.25876500326677015 -0.77162589898667699 -0.91909735138557946 1.0056208477415762 4.0242090356330973 1.2185539428497101 -0.29994047272053637 -0.56628891134543513 -0.22706799479215015 -0.46146795777112848
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -6 12 -9 -10 11 -4 20 15 -11 -8 17 -17 28 -20 21 29 23 -22 26 -7 27 -24 -19 -1
right_child=-2 2 10 -5 6 25 13 8 9 14 -12 -13 -14 -15 -16 16 -18 18 19 -21 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011969244569836851 -0.00040284727372688536 -0.00036978505889369328 -0.00024297368506576866 -0.00054163932618457209 0.00036422218182887459 0.00067466528249631938 -0.00017209453013896481 0.00022181288664522368 0.0027228347315773017 0.00028069778283097691 0.00035464390922312314 0.00016559973148526616 -0.00067975970298219128 -0.00027167085473732747 0.0022537645197403533 -0.00040313999667980737 -0.0012693695334542209 4.6461417031420335e-06 0.00057521899249877409 -0.00089126673126645216 0.00073604792352569926 -0.00041318352517664758 0.00060514975240336371 0.0037161721287759762 0.0032713044447263608 -0.00014414692171659381 0.00043338250973603903 -0.00054744944573797603 0.00040099366041746094 5.7892022479248513e-06
leaf_count=1388 34788 46726 51952 8392 12793 13627 28241 15793 711 1879 10183 16860 5534 32009 446 5317 960 12768 1293 2483 948 13060 1847 250 126 2701 7142 4892 24233 2589
internal_value=0 -0.0133472 -0.0693854 0.0179523 0.0258685 0.0868367 -0.00828607 0.0417064 0.158613 0.487942 -0.0255461 -0.0540116 -0.0207922 -0.0280172 0.28993 0.00516556 0.0482615 0.0606214 0.0860645 -0.15437 0.0146098 -0.0754119 0.107026 0.558139 0.0692984 0.228547 0.0546559 -0.0865029 0.112446 0.185446
internal_count=361931 327143 125721 201422 193030 72933 120097 56605 18829 3036 78995 68812 37776 107304 2325 75295 47054 46094 40777 3776 32242 17037 15205 1198 14007 16328 13881 6739 37001 3977
shrinkage=0.00241626


Tree=674
num_leaves=31
num_cat=0
split_feature=1371 652 1307 64 760 281 1465 21 1216 1453 332 83 1020 803 1430 332 1469 868 795 791 842 1450 1468 740 200 1450 1456 1229 1462 1013
split_gain=121.801 115.375 107.685 96.1203 85.2342 73.3957 68.4122 67.9015 68.2044 58.5781 58.4512 57.8899 53.9483 57.285 54.1775 54.0066 50.6698 49.2157 49.0572 48.3263 48.6015 48.1683 62.0866 47.5542 51.0263 46.849 49.6111 45.7774 44.0016 43.9015
threshold=1.0000000180025095e-35 -0.98896428961744431 1.6294210021612947 0.58408534944085788 -0.10395360026017735 3.4123036657434356 2.873316917895123 -3.9164670491403295 2.3855481443271001 1.2041679343814773 0.65944866827063242 -0.88395662276175202 1.0000000180025095e-35 0.85523949479533445 0.54622893720785959 1.0000000180025095e-35 -1.3184646215665221 -0.5942415351291912 -0.29258408639884992 1.0000000180025095e-35 0.70176422714037578 -0.85352856111255682 1.8034839195215984 1.0000000180025095e-35 -0.97734522064874174 -0.46548562301985819 3.742879312526544 1.0000000180025095e-35 4.4404900473647109 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 6 16 9 -6 10 11 17 -3 13 19 15 -14 -5 -9 -1 20 -13 -11 25 24 -2 26 -23 -18 -27 -4
right_child=23 2 29 5 7 -7 -8 8 -10 21 -12 12 14 -15 -16 -17 27 -19 -20 -21 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00050526334959681346 -0.0013022336216402858 -0.00033683856851095473 -0.00080462859662794989 0.0011441473071364713 0.0025632968502027481 0.0030145680082548122 0.0010441305420204171 0.00016305369772837527 -0.0012680316475827554 -0.00019862879078497709 0.00018463647036817427 -0.00020550893806883596 -0.00014708762063110302 0.00038276907687254618 0.00054301690339106877 0.00028905681137370124 -0.00076958609457548378 -0.00032680405107753731 6.2074462486399454e-05 0.00018060596561454383 -0.0008984919739941558 0.001755291084168486 -0.00065275355932328881 -0.00021345464344253002 -0.00046970278886036208 0.00059100010198049583 0.0073494346210315796 -0.0002351109528904018 0.0026696952758145966 -0.0002541921218055577
leaf_count=20257 7191 16376 13866 678 291 272 2735 10295 3023 3084 15490 15707 21733 7343 13224 24076 14490 51513 19472 8728 5600 926 1155 25022 16104 7180 54 16147 333 19566
internal_value=0 -0.00960779 -0.0264245 -0.0122345 0.00371819 -0.132466 0.0372123 -0.0537981 -0.0583109 0.0295009 -0.047002 0.0132243 0.0318982 -0.0333318 0.0709179 0.0349078 -0.143282 -0.0808876 0.0976482 -0.0775536 -0.133298 0.16134 0.231528 -0.137923 -0.224777 0.291215 0.718558 -0.159666 0.237167 -0.163664
internal_count=361931 313614 273885 240453 208866 31587 128254 80612 80321 125519 77298 112787 96411 37378 59033 45809 31315 61808 39729 30035 21307 12732 9648 48317 23295 8493 980 30637 7513 33432
shrinkage=0.00294541


Tree=675
num_leaves=31
num_cat=0
split_feature=785 728 1431 516 727 789 852 595 125 464 561 896 638 647 590 706 612 136 423 333 497 405 927 962 1307 491 1238 623 1242 237
split_gain=352.745 274.321 192.813 162.254 135.296 104.601 102.709 100.11 84.544 113.008 84.2339 73.019 71.2945 70.7025 166.156 68.6678 66.4498 66.3308 63.6598 61.6747 58.514 58.4703 58.4671 57.4432 57.3236 60.9723 54.024 54.7313 52.8649 53.6161
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.40910772639584253 0.13351389361957308 -1.9689564536147179 -0.87782724458594241 0.58895901036483078 0.82104289547369691 1.0000000180025095e-35 1.0000000180025095e-35 0.2014999529365322 2.9869920577443172 2.0895063784560848 1.0000000180025095e-35 1.0483613175537825 0.78457125397875782 1.3390041783085433 -0.25023694339587677 1.3335791531818588 1.6127089588357653 3.5578112322456241 1.0402268595720192
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 15 6 8 12 9 -5 17 20 -3 14 -14 -1 18 28 -15 26 -10 24 -17 -6 25 -4 27 -8 29 -2
right_child=1 7 21 5 23 -7 19 -9 11 -11 -12 -13 13 16 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012308200402799468 -0.00011510486913552989 0.00041758103794329953 -0.00019018643545590092 -0.00015277357155102969 0.00020793182779214265 -0.00010607225145366316 0.00014370315202134998 -0.00026025721896154303 5.0992632819250983e-05 1.5132634367850787e-05 -0.00016307810292170386 -3.7113787366575776e-05 -0.00012018868016299818 -8.7687076281032302e-05 0.00048521227043423442 3.0410521424307003e-05 -0.0002770543269813084 1.5175837532341003e-05 -0.00019283342672504975 -0.00053501877608921498 0.00021929049535247152 -0.00032806262504475153 0.00042524219898143809 -7.0075979351412083e-06 -0.00024682962782211255 -2.6053639537570758e-05 -8.9800059148535043e-05 0.00043978291809233344 0.00078704850902484337 4.919672256777419e-05
leaf_count=6473 34681 457 9161 18243 14134 14868 9791 20323 29375 19315 23360 17131 3957 41682 1188 5339 9663 18229 22665 265 4222 5095 739 2874 8922 11972 1872 1233 149 4553
internal_value=0 -0.103686 -0.0663534 -0.0423604 0.128797 0.00530045 0.0292471 -0.210406 0.00271315 -0.0792952 -0.119264 0.0531527 -0.177158 -0.183247 0.062418 -0.0278506 -0.202703 -0.0772291 -0.178573 0.192102 0.106966 -0.223897 0.117262 0.248589 -0.189756 -0.13296 0.211166 0.259534 -0.130658 -0.135751
internal_count=361931 332372 232437 197287 29559 116315 101447 99935 88286 37558 80972 50728 79612 79155 5145 12551 74010 57612 64347 13161 33597 35150 6078 17008 30055 21133 12896 11024 39383 39234
shrinkage=0.000686431


Tree=676
num_leaves=31
num_cat=0
split_feature=60 697 1458 815 1154 1436 1368 1469 1469 600 885 1464 1465 1430 416 735 683 1359 50 1092 1454 1451 1451 1465 1466 1460 1450 1451 1464 1454
split_gain=120.586 108.505 114.175 103.638 200.879 113.066 88.5552 75.1586 70.0384 69.8404 65.516 63.2058 62.1261 61.5753 57.3416 54.6149 54.8451 54.3662 53.1333 51.6212 48.6203 47.8276 131.27 59.1131 52.034 45.4339 45.0714 75.5978 59.6661 51.0148
threshold=1.0000000180025095e-35 1.5860295084849245 1.8460070869938618 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 -1.3184646215665221 1.0000000180025095e-35 6.1053019920877674 -0.13737360038314356 0.57942899407087378 1.0000000180025095e-35 -0.90918466315063939 0.45736174636922805 -0.76344857304914582 1.8113258030550952 1.0000000180025095e-35 3.5957525378519168 -0.58754815837321106 0.10174874292923865 0.3758385437834118 -0.041608313787303196 0.34470978700861038 1.9901129404352613 -0.34557539116087493 0.311727642589465 0.18154528655926822 0.46457600248903658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 11 -1 -2 18 13 12 -5 -9 -10 16 -7 19 -6 26 -4 25 23 -23 -24 -22 27 28 -8 -28
right_child=8 -3 20 6 9 15 17 10 14 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00027154114391290859 0.0010558309365670687 -0.00048977686214441069 -0.0027493307938418164 -0.00028261057773996273 -0.00012640335623553318 -0.0012485685595462919 -0.00022607202124125608 -0.00098516303575415165 -0.00091624074807773444 -0.00029238288777550274 0.0031360384116949367 0.00013638656562298262 0.00036775465755432612 -0.00024949236578855426 -0.00031717339117051001 0.00042467581037262801 -0.00014060716737405814 -0.00051228001192025086 0.00030196973309895542 -0.0011206766231225621 -5.747540579950002e-06 0.0034400073246545009 -2.0927315574942996e-05 0.000149697993389994 0.0010730311201455592 0.0013821748685020003 0.00059581006552387333 0.00074338200283318324 0.00047764214986371613 3.8400873689405299e-05
leaf_count=2588 1093 21365 152 43990 18365 3535 15147 33054 11288 18302 114 37070 6074 6373 35875 5561 11710 3217 32026 784 5622 752 2904 257 2832 895 23054 5217 5563 7152
internal_value=0 -0.00955786 0.000821621 -0.00953041 -0.0589607 -0.167035 0.0273002 -0.251107 -0.13729 0.0175109 -0.286149 -0.0184144 -0.0699116 -0.294522 -0.153717 -0.033505 -0.109986 0.0866837 0.0581321 0.101 0.184215 0.197311 0.314876 0.966687 0.193292 0.0692734 0.108714 0.0456444 -0.0113849 0.162597
internal_count=361931 313675 292310 278896 131628 62935 147268 42129 48256 68693 39541 87134 50064 39427 47163 20806 15245 60134 50391 56917 13414 13262 6745 1009 5736 6517 56133 25927 20710 30206
shrinkage=0.00283103


Tree=677
num_leaves=31
num_cat=0
split_feature=785 728 1235 728 288 332 395 1307 595 578 727 705 513 927 712 1309 597 21 1398 660 854 1470 376 507 852 1469 971 677 689 1047
split_gain=482.507 276.103 195.092 152.798 149.799 150.797 174.692 92.9193 92.9028 91.5844 89.0139 81.7809 80.0789 72.7338 88.6324 72.6989 71.3709 69.585 74.2332 63.8723 63.0903 62.9857 62.0477 60.7848 59.4101 58.6197 57.1977 54.5042 52.6596 50.9445
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.94625487755706195 -0.49008176997875957 -0.88954490044674173 1.0000000180025095e-35 1.0000000180025095e-35 1.0485873544557924 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 0.86010604286694103 1.0454229551509682 1.0483613175537825 1.0000000180025095e-35 0.29878677988246938 1.3592535390735871 -3.9164670491403295 0.44312978011646392 -0.72421686037558375 -0.87473648844905705 -1.1417127449306028 1.2189113891555967 -0.65010344692030353 -0.22706799479215015 0.55022885487539497 -0.87707289916611197 1.0000000180025095e-35 -0.4288425582216272 2.3738149868247693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 -1 -4 6 10 21 15 -5 -6 25 19 14 20 17 -12 -3 27 -13 -11 -2 -14 -23 -8 -7 -16 -19 -29 -10
right_child=1 8 4 9 5 11 24 -9 29 13 16 12 22 -15 26 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00021428490029160607 0.00010312890005858989 0.00071954356335790189 -0.00016642975631133263 0.00041630581993934413 -4.9130450088183516e-06 3.1172360383802999e-05 -8.9174152564268751e-05 -0.00023205814976369176 -0.00032560730938348221 0.00038840399792438267 -0.00026870486668217669 0.00018937937814060698 0.00019749793986962059 0.0003791675269348893 -0.00014230494675204113 -3.5745658928430033e-05 2.1418662118806123e-05 -0.00022015475252409324 -0.00031247708933115101 -2.7968483071557152e-06 -9.4731600015403734e-05 -0.00023097985531673196 0.00063158582432726123 -6.739596158243793e-05 5.7096744466594257e-05 -9.0742080236426396e-05 0.00021720795742585311 2.2046197276720813e-05 -0.0001483509136980101 0.00019753810856911768
leaf_count=3396 4211 199 21961 3407 7707 38220 12062 27963 19629 723 23379 6144 4709 2821 1288 13914 2771 24724 13335 13198 6278 11296 907 22985 20691 14233 11646 7606 19834 694
internal_value=0 -0.107133 -0.0697168 0.163903 -0.0341649 -0.0115746 -0.0906513 -0.17714 -0.214172 0.212811 -0.216618 0.044607 0.135305 0.166721 0.124571 -0.182207 -0.285019 -0.217564 -0.222832 0.0747252 -0.0524388 -0.111472 0.334881 -0.144353 0.00771259 -0.000830996 0.225224 -0.184932 -0.121133 -0.376934
internal_count=361931 332372 232437 29559 165982 144021 66610 66455 99935 26163 33857 77411 24958 22756 19935 79612 26150 65698 65499 19342 7001 38492 5616 34281 32753 52453 12934 52164 27440 20323
shrinkage=0.000804263


Tree=678
num_leaves=31
num_cat=0
split_feature=785 728 576 784 727 519 720 921 959 391 319 788 470 1458 583 706 689 290 730 934 1459 1465 788 1023 727 971 1430 564 927 194
split_gain=422.448 330.346 206.893 153.763 144.772 136.323 119.513 115.79 98.4592 97.4604 95.0996 87.4324 81.4478 76.3072 73.3071 71.8964 70.4919 68.9394 61.981 71.3291 60.5313 63.332 60.5709 60.1004 60.0731 60.0228 59.6838 57.8974 59.6754 56.7181
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.64782611375555454 0.9594655836162902 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0525743831388839 -0.98621059485438678 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.06493454140346698 -0.55326332990463356 0.62672487627420737 -0.4288425582216272 1.92305342399566 -0.33215574005720661 1.0000000180025095e-35 0.73871680408646412 3.9123359101615605 0.38349571241217301 6.1500100900864334 -1.5722412400100421 -0.8891902375834092 1.0000000180025095e-35 1.9546110090380651 1.0483613175537825 1.5271592296785539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 5 15 8 -7 18 26 17 12 -8 -3 20 -13 -1 -14 -2 -5 -20 23 22 -22 29 -9 -6 -4 28 -17 -10
right_child=1 10 3 7 25 6 11 24 13 -11 -12 14 16 -15 -16 27 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013708225126621916 -8.8074213393313786e-05 -0.00019490508860754024 -0.00023374114016134234 -1.304190522876603e-05 -7.2374066060541838e-05 -0.00019926348384792587 4.9908818725216323e-05 -8.0231147488564084e-05 -0.00010137217692166467 -0.00019446792848572622 -0.00027308847992508112 8.4593190564027918e-05 1.1793050365213348e-05 2.1566530380778911e-05 0.00048226187696181393 -1.9582930777462296e-05 -0.00013049226116152818 0.00018001745674477095 0.00027913850436988126 -3.4772465713561741e-05 -3.9169893550020533e-05 0.00098333556181873162 0.00029402384255610683 0.00077938729645538052 0.0003180881601911235 0.00022331357431849396 -8.477199798908706e-05 0.00040560563548270088 0.00039877259519292439 8.4547457046286087e-05
leaf_count=5567 35431 38496 12589 18462 1561 2044 4096 939 47824 29845 20386 1386 11342 34767 2393 5356 29711 2162 3806 2632 4548 126 1504 137 4684 15447 19709 906 722 3353
internal_value=0 -0.103531 -0.0624568 -0.0243798 0.15041 -0.0559254 0.161298 0.105492 -0.0767081 -0.169152 -0.220388 0.264237 -0.187593 -0.0445143 0.474734 -0.0116786 -0.123466 -0.0986106 0.0429114 0.215319 -0.0923244 0.0959274 0.0631867 -0.117008 0.357749 0.273772 -0.187678 0.115784 0.0459263 -0.121327
internal_count=361931 332372 232437 164999 29559 134476 9919 30523 124557 67438 99935 7875 79549 92259 3779 12551 41053 37593 24900 6438 57492 6178 6052 51314 5623 17008 32298 6984 6078 51177
shrinkage=0.000714163


Tree=679
num_leaves=31
num_cat=0
split_feature=785 728 1445 852 727 896 928 184 319 647 590 692 846 899 706 1304 1030 200 564 497 927 746 1469 973 1154 982 1043 954 1361 1436
split_gain=382.79 258.922 187.748 159.501 132.426 125.016 88.1036 85.8127 84.4055 79.0335 196.599 76.043 73.4656 72.8119 65.5157 64.8401 62.3116 60.345 56.0588 55.1259 54.6634 53.3863 52.7042 52.3709 50.9972 50.4024 49.6089 48.8752 53.9657 71.9475
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 1.0747610123934368 1.0000000180025095e-35 -0.43454379769620094 -0.52992354128753727 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.0353775541481285 -0.53268848306471728 0.61042563642583481 0.62672487627420737 -1.2519738572323926 0.99422031274767553 -1.281871280663196 1.9546110090380651 3.0589865121061197 1.0483613175537825 1.0000000180025095e-35 -0.48837130887337593 0.10479123241209504 1.0000000180025095e-35 3.0854258727671673 -1.2025398219287566 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 14 6 27 22 9 10 -3 -5 19 -13 -1 24 -6 -17 20 -11 26 -8 -7 -9 -4 -19 -16 -2 29 -29
right_child=1 8 15 11 16 7 21 23 -10 12 -12 13 -14 -15 18 17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00014713466091915051 -4.6437969426722507e-05 -0.00013730701434056542 -0.00032100317135119906 -0.00016202945452693278 0.00022234332500390271 8.4112000209104568e-06 -0.00010661098793959465 -0.0001017977321636993 -0.00028069779508172219 -8.6113086637499441e-05 0.00060546266039897788 5.2824076135163652e-05 -0.00019322849791982404 0.00024684418775295893 -0.0006113214413252209 -0.00024589231537632222 -0.00017704890538636965 -7.4181074359357877e-05 0.00042568936816423161 0.00047762541561011704 0.00040843374267873365 1.6448671399424876e-05 -8.9910319577268441e-05 -0.00023845220431202642 -0.0001441130833377384 0.00053047496178801237 9.7002222433591718e-06 -0.00012149637561823131 0.00024219942146877564 0.00018720448592979901
leaf_count=5567 4632 3939 12020 2719 16011 23089 17425 20556 20386 23157 1197 12474 50854 7232 368 7813 997 29333 906 402 722 19698 35199 14010 11721 359 4988 3825 6400 3932
internal_value=0 -0.105288 -0.0690195 -0.0359637 0.137312 -0.06179 0.0139862 -0.110681 -0.209178 -0.178342 0.0822145 0.121228 -0.198817 0.162687 -0.0179134 -0.180526 0.256065 -0.126754 0.104115 -0.094235 0.0352671 -0.0453442 -0.0637435 -0.199815 -0.284057 -0.0856105 -0.0349063 0.126197 0.183524 0.0647211
internal_count=361931 332372 232437 171191 29559 148766 55912 92854 99935 79549 5136 22425 74413 19706 12551 61246 17008 37505 6984 23559 6078 37123 58288 34566 23741 29692 5356 18789 14157 7757
shrinkage=0.000773033


Tree=680
num_leaves=31
num_cat=0
split_feature=785 728 871 728 784 125 395 921 890 595 784 578 727 962 1309 746 727 1292 677 487 617 1469 689 705 990 1047 829 1359 854 796
split_gain=454.964 297.279 193.931 161.781 154.611 133.559 193.618 122.595 106.493 93.0841 87.9022 81.6674 75.7019 72.222 72.2044 67.444 64.6168 64.3313 69.8347 62.7856 60.5122 57.2224 54.7909 54.1483 51.1694 51.1652 58.0135 50.7602 50.2161 66.1276
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -1.3230736206490437 1.0000000180025095e-35 -0.43785067584756471 -0.87905496296652397 -1.5722412400100421 0.78457125397875782 0.81883784246325297 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6304501485392697 1.6614250791469047 -0.86604409569111074 -0.4288425582216272 1.1127958408538023 1.09266583130301 2.3738149868247693 4.3216852530764838 1.0000000180025095e-35 -0.87473648844905705 0.38087715954262297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 6 16 -6 -7 14 20 -5 -9 17 15 -3 -2 18 -13 -4 23 -8 -17 -10 -14 -11 -27 -24 29 -12
right_child=1 9 19 11 7 8 21 12 10 25 28 13 24 -15 -16 22 -18 -19 -20 -21 -22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00022057653444453054 -9.1913910668145588e-05 -0.00023217895985473664 -0.00014147838256090792 0.0003706955354225741 1.0988464570397875e-05 -0.00013807994051691233 6.648079938174507e-05 -0.00013392845839118711 5.6831034582387056e-05 -0.00031357607395230704 -0.0002005336782923865 -7.4654139788880077e-05 0.00022480638168975392 -5.9376142033494201e-05 -2.0523879217466888e-05 -1.9404737471240338e-05 -0.00027997249061341038 0.00024908225448861743 0.00019115556565111615 -0.00039379097026410667 -0.00014215707951816412 -8.0054571827750478e-05 -0.00011527418624076219 0.00022950654012461589 0.00055501076319852943 -6.8505760632357442e-05 0.0012440826219993488 -0.00028060781930198302 -5.859772166197073e-05 0.00026474475416305652
leaf_count=3396 7966 33118 42431 3407 28222 17303 8312 1086 20534 19629 986 4161 4128 4311 10098 9947 23646 9312 4972 3878 3325 26803 18510 4866 1345 612 82 7939 35341 2265
internal_value=0 -0.113073 -0.074246 0.15 -0.0463244 -0.076265 -0.154056 0.0752602 -0.0258857 -0.22374 0.00705286 0.200497 0.315681 0.157085 -0.19181 -0.221004 -0.302261 0.211229 0.0923005 -0.209858 0.0899737 -0.0565298 -0.159047 0.11979 0.406488 -0.385981 0.237443 -0.21461 -0.0549979 0.175236
internal_count=361931 332372 232437 29559 186128 151347 66727 34781 84620 99935 67317 26163 6559 22756 79612 69514 31612 18445 9133 46309 28725 35115 36396 25400 5473 20323 694 26449 38592 3251
shrinkage=0.000757875


Tree=681
num_leaves=31
num_cat=0
split_feature=785 545 332 395 540 727 728 194 1323 728 513 528 852 1092 567 872 693 789 1367 588 706 470 809 864 768 971 1464 1307 664 1292
split_gain=454.953 329.812 242.065 280.682 189.462 142.824 132.209 116.047 115.235 104.049 149.492 95.4322 86.8687 83.2593 80.0217 81.5153 73.8435 71.595 70.7846 70.1941 67.9896 64.5551 103.816 63.517 62.7297 62.4654 62.2693 61.9171 60.8902 59.9845
threshold=-0.86283290253235112 -1.0372938969678034 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.5271592296785539 -0.77783235518120974 -0.49008176997875957 1.0454229551509682 1.3633726830512116 1.0747610123934368 2.9499917481720264 1.9230512149791059 3.0757328524286596 0.10853474583212235 1.1248358748350926 0.61047007421192445 2.250834115212506 0.62672487627420737 1.0000000180025095e-35 1.0000000180025095e-35 0.72275257928592751 -0.35132378391559488 -0.8891902375834092 -0.014205097036277146 -0.69391358866071406 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 3 6 17 20 -3 8 -6 16 21 18 27 23 15 26 24 28 29 -12 -1 22 -11 -9 -2 -7 -10 -5 -4 -8
right_child=1 2 4 12 7 25 11 13 14 10 19 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011952117675651156 -1.7285511779044319e-05 -2.2733655715323999e-05 -2.9629649257719473e-05 -1.0525923117232917e-05 -0.00013082757322003437 -7.0926387944166922e-05 -0.00034002286341932762 0.00019847820159421913 -3.0163154378218998e-05 -0.00041182194048537647 -5.029997592753433e-05 -3.8658632096612067e-05 8.6562184939600678e-05 -0.00025821098701167447 0.00019229370189032734 0.00043352696125302552 7.4171432194401014e-05 -0.0001888068925761027 -0.00011745004263079216 0.0004259683842697994 6.9750492986033955e-05 -0.00017023958830167336 -0.00020222332051914645 -5.620632091293585e-05 -0.00018958263260224266 0.00019578614547437404 6.1786423416928914e-05 -0.000104554550707725 -0.00015773437891681855 -0.00020525922484092605
leaf_count=5567 7315 8539 32789 22286 10055 1561 21322 9495 30799 13267 7398 4986 7883 746 3940 644 4924 8959 7039 516 6984 30477 15990 1708 10948 15447 18485 28453 9885 13524
internal_value=0 -0.115412 -0.0775031 -0.155812 -0.0196299 0.147161 -0.28685 0.0408653 0.00565853 -0.240386 -0.29045 -0.342277 -0.0614455 0.211853 0.0396679 0.0176273 -0.112111 -0.121599 -0.385858 -0.0217408 -0.0134333 -0.338189 -0.431732 0.252716 -0.182986 0.26916 0.00799925 -0.0947024 -0.0860562 -0.4382
internal_count=361931 332372 241537 114032 127505 29559 55410 75872 63923 90835 67648 46871 58622 11949 53868 49928 23187 51633 41885 7914 12551 59734 29257 11203 18263 17008 49284 50739 42674 34846
shrinkage=0.000634156


Tree=682
num_leaves=31
num_cat=0
split_feature=785 728 871 683 125 728 50 595 578 56 927 712 470 837 689 72 809 150 1092 487 727 854 645 470 1470 789 464 1450 755 1251
split_gain=415.894 309.21 210.722 165.253 152.859 135.229 131.11 97.5298 84.9532 82.7919 77.3732 84.3613 77.3658 74.6444 72.2762 66.5913 66.3214 65.3144 67.7433 63.2961 62.5286 62.4549 59.8137 58.968 61.7775 64.1107 58.0774 57.3073 57.2952 61.8931
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -1.3831318875547542 0.58518330826110332 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 0.14161537464928345 -0.4288425582216272 -0.97793241427907174 2.6372809947782678 -0.572229863602436 2.9499917481720264 1.6304501485392697 1.0000000180025095e-35 -0.87473648844905705 0.66777575187080795 0.66595742291584703 -1.3664195657027294 1.1248358748350926 1.0000000180025095e-35 1.3264365022561064 0.89810127471441203 -1.5384683080135846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 28 6 -1 9 12 -7 20 11 21 26 22 -14 -11 17 -6 23 -4 -5 -10 -8 -19 -25 -26 -3 -22 -2 -30
right_child=1 7 19 4 16 8 13 -9 10 15 -12 -13 14 -15 -16 -17 -18 18 -20 -21 27 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00018890578596639045 -7.9502555780719148e-05 -0.00028633631050501931 -0.00013415973829530655 -3.0321878967400061e-05 -2.1381061687755555e-05 0.00035394310444882682 1.6651239816351199e-05 -0.00028020953664913877 0.00033809174726891352 -0.00025250343251894525 0.0003365904031364351 0.00014743406898644028 1.2629064041040221e-05 -6.5778467854141204e-05 -0.00013367346541628172 1.4232459422222608e-06 -0.00035799980297336934 2.7368295633491326e-05 -0.00023393151065724326 -0.00037761884101426537 -0.00022961637686086435 -9.6831141640168014e-05 0.00015925007687888062 -0.00084188461232427342 0.00022695950361473826 5.2019190631391696e-06 -0.00014283727708198465 7.2174409002201658e-05 0.00037142868826609454 -0.0002388566064622289
leaf_count=3396 20864 17409 42431 7297 9649 3407 33804 20323 723 3078 2821 12934 11398 20892 29857 18495 714 7481 1022 3878 22179 6278 7441 127 13348 3151 20948 1761 462 14363
internal_value=0 -0.105731 -0.0661241 -0.0369917 -0.00936962 0.145802 -0.0488212 -0.218651 0.191753 -0.133136 0.147483 0.10411 -0.185928 0.0108348 -0.123767 -0.0406725 0.0998231 0.111733 0.16188 -0.207441 -0.216037 -0.0681222 0.0591842 0.182472 0.244769 0.254425 -0.26892 -0.27899 -0.177971 -0.297701
internal_count=361931 332372 232437 186128 150439 29559 114947 99935 26163 52810 22756 19935 79612 62137 41255 21573 35492 34778 25129 46309 31237 7001 41245 24107 16626 16499 38357 23940 35689 14825
shrinkage=0.000728446


Tree=683
num_leaves=31
num_cat=0
split_feature=785 181 869 1442 705 727 728 513 1030 588 667 263 188 1450 734 728 922 821 917 263 900 927 678 478 962 578 728 876 272 271
split_gain=370.655 286.144 218.231 143.141 129.002 116.789 116.047 141.924 98.7503 97.264 85.4866 77.4071 82.3832 77.1577 73.8917 70.2809 68.3648 65.7566 62.5551 62.0363 62.9828 61.2479 61.0098 60.4814 60.4663 57.3318 55.2874 53.9868 59.3683 51.1188
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -1.2625182715263061 0.99715813669032338 1.0000000180025095e-35 -0.49008176997875957 1.0454229551509682 -0.28833227140160522 2.250834115212506 1.0000000180025095e-35 1.6445160113075163 1.0000000180025095e-35 -0.3278807016401048 0.85494804639094091 -1.3163276726681863 1.0000000180025095e-35 -0.72370887929751782 -0.68229739446570437 0.66115833724634121 2.1273853924476502 1.0483613175537825 2.9016603484412591 1.8167082398441956 0.78457125397875782 -0.87905496296652397 -0.49008176997875957 1.0000000180025095e-35 -0.68315348007008714 2.6793937623835933
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 27 8 21 17 10 13 -9 -8 12 26 14 -5 16 -10 -4 -15 20 -6 25 -21 -17 29 -1 -3 28 -2 -7
right_child=1 11 6 4 19 24 7 9 15 -11 -12 -13 -14 18 -16 23 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020316237755736848 -3.5240990390576417e-06 -0.00011237474705396413 -9.4934532818539665e-05 -8.1796881121724548e-05 1.5930468032662859e-05 0.0002107907818078743 -0.00013069149724533665 -3.031774983563433e-05 0.00014670817649450706 0.00047928140858787184 -0.00024918674596698136 4.7987582523826925e-05 -0.00013462551915128666 0.00013322218756858518 7.8220679786123801e-05 -9.3304951894159239e-05 -0.000136897282393737 8.4167589327210712e-05 8.7423347472097e-06 0.00022151813092225318 0.00035692043785758205 0.00024761322097912046 -0.00034404311147494244 -0.00029070526903161701 -1.9837217071201847e-05 -8.4979252807303643e-05 -0.00028675986552781601 -0.00022015057575337587 -0.00014409758744070712 -0.00026378025422993384
leaf_count=1368 11063 6183 10204 27683 16459 13712 35970 7876 4285 689 25823 3060 35688 9997 6640 29999 2681 6993 29135 5743 992 1345 338 4580 2874 9838 24889 8920 16482 422
internal_value=0 -0.113588 -0.0834553 -0.0422454 -0.0137708 0.124207 -0.176599 -0.219279 -0.0435805 0.0245097 -0.2618 -0.25048 -0.269701 0.000609033 -0.0720497 -0.128328 0.059054 -0.0206791 0.0618795 0.120535 0.0553983 -0.0208676 0.283265 -0.169831 0.235415 -0.071017 -0.369853 -0.169784 -0.12209 0.291121
internal_count=361931 332372 262552 174997 138532 29559 87555 70358 115000 8565 61793 69820 66760 73455 34323 41545 6966 17197 39132 23532 17451 12551 6081 34579 17008 11206 31072 36465 27545 14134
shrinkage=0.000672971


Tree=684
num_leaves=31
num_cat=0
split_feature=785 516 652 136 209 544 588 726 660 921 924 934 783 608 513 852 809 1465 1452 981 807 609 622 748 579 838 590 647 1053 768
split_gain=139.608 135.686 98.5658 91.4301 80.1321 79.8348 79.6648 78.7053 122.811 95.6207 77.6901 69.186 67.9273 67.0331 66.3795 65.2871 59.8848 51.9535 61.2109 51.0194 46.3964 46.1157 47.3187 45.1824 45.1407 44.9508 43.3021 75.7073 46.2626 43.1098
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.55024281929118113 1.0000000180025095e-35 -1.0189302741384449 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 0.26872683687560334 1.0525743831388839 0.38785916688843908 1.0000000180025095e-35 2.2099560249315608 1.0000000180025095e-35 1.0454229551509682 1.0747610123934368 1.0000000180025095e-35 -0.41120921193798426 0.52142301186363793 -0.74837655302842698 1.0000000180025095e-35 1.0000000180025095e-35 -0.31095723710113859 -0.55983428269634117 0.38369638209385348 -0.81066987657913026 0.58895901036483078 -0.87782724458594241 -0.46581829161770094 1.0188471921295359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 15 13 -4 17 7 8 -6 10 20 19 -11 16 -8 23 29 18 -1 -10 25 -5 -23 -3 -15 -9 28 -28 -25 -2
right_child=1 2 4 21 6 -7 14 9 11 12 -12 -13 -14 24 -16 -17 -18 -19 -20 -21 -22 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.00030149399884092187 -0.00065583731568846651 0.00028162821318844945 -0.00048601560373949878 -0.00025569367940199254 -0.00021552101209221822 -0.0001737036454965278 0.00011684802732890513 9.2311471504156605e-05 0.00015306559129902225 0.00013189755073747821 1.3288882080610415e-06 0.00020110575231207029 0.0014502561641350383 -0.00031971442934431295 0.001153189247334197 0.0005575036020531892 -0.00034408029092254937 0.00061880837685643602 -0.00086946650701707671 0.0014773227467496191 -0.000636303089501595 0.00034049406264308652 -0.00014574214047632068 0.00016061949284831761 6.2459994810494526e-05 -0.00036673962051768355 0.001217637765038511 -1.4961523037832186e-05 -0.00030322425093743624 -0.0014132873906957818
leaf_count=6776 20235 17860 17370 17777 8747 8361 4881 7826 1121 11353 25333 4358 1031 37341 2136 8526 24747 13021 1401 3047 14917 11312 10658 9689 12518 29398 1742 4846 17912 5691
internal_value=0 -0.0447367 -0.00861739 -0.101806 -0.0435599 0.104713 -0.0241611 -0.0402345 0.0904651 -0.0674131 -0.0977133 0.271442 0.104635 -0.143748 0.183459 0.061357 -0.214911 0.170695 0.0418685 0.464181 -0.148414 -0.0163645 0.0464582 0.0318585 -0.0887041 -0.107325 -0.0162844 0.13534 -0.0560122 -0.321463
internal_count=361931 332372 192093 140279 131518 29559 114148 107131 17273 89858 77474 8526 12384 100532 7017 60575 50673 21198 8177 4168 52141 39747 21970 52049 49859 37224 34189 6588 27601 25926
shrinkage=0.00246459


Tree=685
num_leaves=31
num_cat=0
split_feature=1097 269 785 1470 664 21 1469 852 1361 884 821 728 896 982 718 925 791 1095 1465 1452 539 1452 1469 1154 907 21 836 1457 1451 1460
split_gain=134.191 142.339 111.859 100.645 93.2337 92.2967 103.155 93.5658 91.6919 84.2211 83.5702 78.2841 76.9093 75.7347 72.0327 86.5641 74.5833 67.2163 62.7488 70.2088 62.6284 62.2157 71.9633 61.907 61.4539 58.8081 55.838 55.5673 55.1939 53.2301
threshold=-0.95342879297703587 -1.2832447556410924 -0.86283290253235112 -1.1417127449306028 2.3848607387285203 -0.32341995197817647 -1.1256941366283033 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -1.0305144854359449 -0.49008176997875957 -0.43454379769620094 3.0854258727671673 1.0159173274103563 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.41120921193798426 0.52142301186363793 0.6695026854463163 -0.18157124906225561 0.45581065817096128 1.0000000180025095e-35 -0.72485199175406179 -0.70163543588998201 0.37825596538695433 1.339295830115254 0.71214906634870589 0.69190404625496948
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 11 27 5 6 -4 12 9 -5 -8 -3 24 17 16 -16 -14 21 19 -13 23 26 -23 -18 -7 29 -12 -1 -2 -10
right_child=1 2 4 8 -6 7 10 -9 25 -11 13 18 14 -15 15 -17 20 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.6319682947497599e-05 -0.00047156185420931218 -0.00059163285859404333 0.00068398345323179583 -0.0011060096508424986 -0.00073023799795591334 0.00033426728698418475 -0.0004207673594113877 0.00030053968599458232 -8.7719502816106085e-05 -0.00039471059985331995 0.00064534626045156872 0.000334273674329413 -0.00046270284693171096 0.0024051269273254986 0.00082501774988821212 -0.00032152840939922206 -0.00066878117376910546 -0.000435202699409752 0.00071612760847028153 -0.0010145505190058063 0.0006082665570454678 0.00017887824925646932 -0.00069129228070855691 0.00014463898462445098 -8.9854695974293032e-05 -0.00034705959940673544 4.2445624870100912e-05 0.0011668916184433703 0.00014998637663052821 0.00071789089262688885
leaf_count=9051 31638 2159 9150 16413 7318 13034 10534 16029 17074 20020 13297 6728 39211 430 3536 4003 6246 5956 12674 1301 3187 13018 4024 6241 36296 36347 6648 1626 5607 3135
internal_value=0 -0.00479502 0.0139947 -0.105185 -0.00293496 0.00474074 0.0728106 -0.0275789 -0.132896 -0.244883 0.0334299 0.150381 -0.0502961 0.0711151 -0.101522 0.0885548 -0.129865 0.0618485 0.18878 0.046115 -0.00315436 0.0929643 -0.00281915 -0.0816336 0.0107631 -0.0800267 0.171952 0.101628 -0.142375 0.0210155
internal_count=361931 258265 221020 103666 198158 190840 63057 127783 92989 36433 53907 22862 111754 43373 62424 7539 54885 42943 20703 8029 15674 36987 17042 12487 49330 56556 19945 10677 37245 20209
shrinkage=0.00256415


Tree=686
num_leaves=31
num_cat=0
split_feature=785 181 728 893 712 872 519 723 1216 804 578 1431 470 962 263 188 689 1467 720 791 714 773 1450 583 678 728 1361 497 927 854
split_gain=393.381 284.585 211.873 146.495 133.083 129.597 134.317 127.859 94.4402 83.5266 81.8061 81.5138 80.6163 75.064 74.5061 74.5802 69.9243 66.5517 65.2177 78.4781 62.0097 61.119 60.5022 58.6171 58.1121 57.5169 57.2826 54.7183 52.9436 56.7916
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6744786423712141 -0.63779424894106762 0.85297537480346686 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.45538871002063286 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 0.78457125397875782 1.6445160113075163 1.0000000180025095e-35 -0.4288425582216272 2.2950730470742382 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.70271917444219445 0.88343564287383192 -0.55326332990463356 1.6243751288565669 -0.49008176997875957 0.55035703183932794 3.0589865121061197 1.0483613175537825 0.6247898780741229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 8 -8 11 -7 -6 17 -4 20 15 25 -14 18 -2 22 28 23 -20 -9 -11 -3 -5 -18 29 -12
right_child=1 14 12 26 10 9 7 21 -10 24 13 -13 16 -15 -16 -17 27 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018023339249342434 7.393764480845623e-05 -9.5959640163853304e-05 -0.00017210864563161021 -0.00018614729504643881 0.00031380489056514468 1.6873008757047377e-05 -0.00018178072960682383 3.7092481677999492e-05 -0.00013653705310542357 0.00018772403357400619 3.323202117696459e-05 -8.1678954967922271e-05 1.9673515065276582e-05 -6.2908548704097161e-05 5.1389229269295625e-05 -0.00012636626052860248 -0.00012196727354306586 0.00021583147405719648 -8.8464516568019261e-05 5.359012822378867e-05 0.00018917508114617095 2.1538443636117394e-05 8.0990157775877319e-05 0.00033829590649861447 -0.00021913895075875657 -0.00027175028210811477 9.3335444134385993e-06 0.00031794027042808163 0.00031292918253354149 -0.00035305213552600781
leaf_count=3225 13369 6183 38063 18162 3439 21316 2078 1402 20225 9322 4665 36805 11184 4332 3060 35688 28721 2290 30165 13820 12232 2558 4142 3914 635 24889 3894 487 895 771
internal_value=0 -0.10162 -0.0714839 -0.0352811 0.143518 -0.0162636 -0.0459156 0.16812 -0.0667288 0.0990394 0.187664 -0.0422182 -0.175228 0.144236 -0.238882 -0.257872 -0.110716 0.000499604 -0.0127727 -0.0481854 0.199354 0.275976 -0.100954 0.392827 0.245668 -0.354077 -0.219485 -0.170498 0.0457739 -0.0279568
internal_count=361931 332372 262552 184097 29559 162041 130768 9952 120816 31273 26334 100591 78455 22895 69820 66760 40392 63786 61496 48127 18563 7874 34307 5316 9957 31072 22056 29208 6331 5436
shrinkage=0.000659776


Tree=687
num_leaves=31
num_cat=0
split_feature=1147 1426 1453 970 1450 872 961 1465 417 1459 1449 1455 1469 1470 1452 1465 330 705 1449 51 83 1459 1445 21 795 705 1458 1454 402 623
split_gain=130.885 111.417 85.405 86.2491 83.8781 71.2456 67.126 59.2637 59.2163 56.8295 77.2313 85.6436 54.8875 80.9553 65.1546 71.7458 63.2936 52.1691 51.2878 49.9386 49.7075 49.4176 48.7809 47.786 46.8496 48.6847 46.1096 52.5158 53.4961 54.2962
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.9142027959396961 -0.33482593523350052 -0.33386868244407664 0.85297537480346686 2.7378363749037904 2.6851373032125321 -1.073011630070126 0.31506939676116369 -0.32183734465273589 0.90830705089653951 -0.8778463702791649 0.068550307298219079 1.1844650239005572 0.27155667296452879 1.2959871728045547 0.84297453113901832 0.74561756370782817 1.0000000180025095e-35 2.1827992373410878 2.387882385810475 1.6380901172106308 -0.70163543588998201 -0.29258408639884992 0.99715813669032338 2.8238293063641735 0.50933602050530713 1.0135056393013435 2.2608332312383368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 20 5 7 9 24 -5 12 11 -11 13 -6 16 18 26 -10 23 -2 22 -9 -3 -16 25 -1 27 28 29 -14
right_child=19 2 -4 8 6 -7 -8 21 17 10 -12 -13 14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013997908465166286 -0.00022705767618839154 1.1144557123374231e-05 0.00061424504652605723 -0.0010606197526978741 0.0010691425296444886 0.00032869021917724962 -0.00070076268647721747 0.00070118028070727191 -0.00048433689203028745 0.0012281728936394088 0.00020881447443883811 -0.00036949567840466611 -0.00010688259825741238 0.00012420530821534572 4.6908623399407527e-05 0.00057201017185917703 0.00072459937500607928 9.5125767916675501e-05 0.00033493071897573007 -0.00063781876518899004 0.0010448299583736514 0.004436376703731669 -0.00068707738008870803 -0.0025627615178639121 -0.0003630091327875646 0.00054289581965392085 0.002149790912845566 -0.00059567271702317423 0.00063921231906102663 0.0015016854284548384
leaf_count=25509 41924 33877 4973 9599 5424 14244 4443 785 39796 7882 15485 1730 29588 11600 463 1034 5761 9005 543 29516 1694 154 6891 1735 39250 5682 371 6347 5686 940
internal_value=0 -0.00944403 -0.0696549 -0.0854152 0.0212349 -0.0287671 0.0632172 -0.0579379 -0.145453 0.0739699 0.157482 0.302688 0.041468 0.142894 0.0055619 -0.275935 0.0263559 -0.116797 -0.480106 -0.122816 -0.0106751 0.452883 -0.0275052 -0.64491 -0.0656852 -0.002735 -0.00336353 -0.0107309 0.0218597 -0.0167541
internal_count=361931 290491 105835 100862 184656 85624 99032 71380 58400 94589 25097 9612 69492 17024 52468 3775 48693 48801 2741 71440 42462 939 40768 2198 70441 31191 42932 42561 36214 30528
shrinkage=0.00312569


Tree=688
num_leaves=31
num_cat=0
split_feature=50 194 729 1470 747 785 1097 1020 784 921 519 712 706 323 544 710 1450 56 45 784 1469 689 1463 276 990 885 1459 54 724 929
split_gain=129.264 207.923 91.3317 83.7196 81.0489 76.7428 74.2043 73.7799 68.7756 74.2883 65.5019 78.4526 62.7494 59.8684 59.779 59.0612 55.8212 54.2901 56.1905 51.3544 50.5532 48.8758 48.3048 46.94 46.9244 45.612 44.5386 43.3089 42.9833 45.6819
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.75637635299260908 -1.319112866592808 0.34871943973277292 -0.86283290253235112 -0.95342879297703587 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 2.1420547332082829 1.0000000180025095e-35 2.1164963568036277 1.0000000180025095e-35 1.0000000180025095e-35 0.83629098246931 5.5426090097491345 1.0000000180025095e-35 -0.4851739300165801 1.0000000180025095e-35 0.015192406883603843 0.86385367930994306 0.067148399785659021 0.13453259091234968 1.09266583130301 5.4658443334279108 -0.31424627443252701 -0.42445565733332025 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 22 14 -5 -4 10 21 13 -12 -9 23 -2 24 17 18 25 -13 28 -10 26 -7 -11 -8 -3 -20 -15 -30
right_child=2 4 7 6 -6 8 16 12 9 15 11 19 -14 20 -16 -17 -18 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00035666436885717546 0.001050333210387535 -0.00060459908644187681 -0.0005078894477987437 -0.0012572168872200752 0.00022784096399948873 -0.00042025223438445089 -0.0010160296052431626 -8.4324604898222265e-05 0.00033881090401325091 0.0010428228650707077 -0.00074666532743452034 0.0014250798269562941 0.0010716277982437416 0.00068533205756543449 -8.4157548809473412e-05 -0.00048916676252156236 0.0040201241228791052 0.00019694593536968478 -0.00088856679263223679 0.00018317313873455674 -0.00015484707884291224 -0.00062083269340620321 7.0773507142615481e-05 5.4733760406600607e-05 0.0026992193331282993 0.0034103358808040595 -0.00012604772421228333 -0.00019682676057736163 0.00028951315782282575 -0.00040620742521303233
leaf_count=4039 6892 19539 28807 17425 28911 26826 21647 30834 16308 2837 1520 3200 2392 8165 3017 821 111 4632 8860 2120 22569 2793 20658 14674 905 94 21228 17405 16633 6069
internal_value=0 -0.077347 0.00836288 -0.187539 -0.0145998 0.0371388 -0.213166 -0.0664681 0.0232513 0.122055 -0.00122049 0.183811 0.000996651 -0.0167486 0.217529 0.350438 -0.172413 -0.17716 -0.204944 0.290142 0.0300131 0.0644483 -0.0637484 -0.0776202 0.453495 -0.307917 -0.109831 -0.130459 0.0840967 0.0374779
internal_count=361931 164549 197382 74213 90336 135349 70174 62033 125440 23664 101776 6840 33226 94936 9909 4563 52749 52638 48006 5320 53436 19101 61425 41500 3742 21741 40767 26265 30867 22702
shrinkage=0.0031882


Tree=689
num_leaves=31
num_cat=0
split_feature=785 728 617 1148 1022 1154 728 791 804 821 578 319 1292 1367 647 590 1166 846 1467 1392 804 734 1020 1375 1450 21 630 733 50 56
split_gain=336.227 265.78 184.835 155.273 151.807 194.625 119.018 103.928 103.309 90.2603 89.4379 85.4453 79.3894 102.905 79.2302 195.59 72.4834 69.1631 68.2511 70.2152 73.0119 63.3024 62.503 59.0859 59.0605 54.0484 52.8489 51.8438 50.6443 52.7431
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 0.85514867284464147 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.3537602816678871 -0.72370887929751782 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.94772631485393388 -0.53268848306471728 2.6212945108504591 -0.56406248815770799 2.2521318533151415 3.0820683777490774 0.44670980992553178 1.0000000180025095e-35 0.13839823161113457 0.2439032738895319 0.23574602101832404 1.0000000180025095e-35 1.4829784501753427 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 16 -1 22 21 -9 -8 14 13 -12 15 -3 -2 26 19 -7 -21 23 27 -5 -18 -14 -16 -6 29 -19
right_child=1 11 -4 8 7 18 10 9 -10 -11 12 -13 25 -15 17 -17 24 28 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018353630564205394 -0.00039732393099040379 -0.00012466375975258841 -0.00017674896138485634 3.3588775623397504e-05 -4.8316798942030944e-05 -0.00014828890194326712 0.00034631897823275638 -4.0700909857758925e-05 0.00024984352899830699 0.00013756999585719115 -0.00015312011441673037 -0.00026125852056644498 8.0381484604040817e-05 0.00012724364834669963 -1.2906749595722531e-05 0.00057340649810219528 -0.00022777239442041937 -0.00026522781071316076 0.00027262198291485266 -2.8167545094737058e-05 0.00032194018016514251 0.0002581520480921366 3.8570048560318132e-05 -0.00015309110630795504 -5.6428533508367342e-05 0.00028325259445280491 -0.00018250400680951047 -0.00017758921416671396 -1.4258342277973171e-05 -0.00014680279472689206
leaf_count=3396 7258 3939 30424 24893 40563 13288 3407 11378 4797 14724 4994 20386 5588 6514 15464 1197 19136 21550 1372 24185 1227 2142 14407 4998 7694 5660 8095 9951 4238 25066
internal_value=0 -0.0981262 -0.0613701 -0.0413222 -0.0699016 -0.146942 0.128971 -0.0165098 0.0773104 0.0918146 0.17234 -0.203537 0.126715 0.00880201 -0.172477 0.08853 -0.28789 -0.193021 -0.0555409 -0.0728687 -0.0118851 0.0335738 -0.0605222 0.00772695 -0.240534 0.246485 -0.0914969 -0.0960578 -0.242753 -0.267434
internal_count=361931 332372 232437 202013 165183 74160 29559 91023 36830 26102 26163 99935 22756 11508 79549 5136 34088 74413 40072 38700 25412 32033 64921 29891 26830 11248 23559 50514 50854 46616
shrinkage=0.000728446


Tree=690
num_leaves=31
num_cat=0
split_feature=785 728 871 784 1022 1016 712 921 595 578 959 1292 1367 727 460 683 788 746 21 848 487 647 590 1359 21 747 1047 829 815 692
split_gain=393.986 315.042 203.692 153.715 143.504 156.687 139.732 131.675 101.748 91.1733 84.0529 82.0879 96.651 77.7193 74.9138 74.6658 100.795 70.5461 69.1372 71.439 63.5626 62.6643 175.881 57.1834 55.5719 55.4889 55.3539 66.4637 55.209 77.5863
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0525743831388839 1.0000000180025095e-35 -0.87905496296652397 -0.98621059485438678 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 1.4788238215056537 -1.3831318875547542 0.38349571241217301 1.0000000180025095e-35 -3.9164670491403295 -0.80540838421665562 1.6304501485392697 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.2439032738895319 6.1031850957970919 2.3738149868247693 4.3216852530764838 0.67237773758774566 -1.1886496528841197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 10 -1 -5 14 -8 -2 12 -11 -9 18 -6 -17 25 -3 -20 -4 22 -21 -7 -13 -12 -10 -28 -18 -30
right_child=1 8 20 7 15 23 9 13 26 11 17 24 -14 -15 -16 16 28 -19 19 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00020428854907053481 -0.00040405763800517412 0.00071605251636715716 -0.00012956338702707135 1.5344564195628551e-05 -0.00010545852352321331 -6.0125919006239631e-06 0.00034862288887713849 -0.00011851118295147884 -0.00029849540032236182 -0.00013706728697681595 -0.00021597398811525778 8.7539284395774159e-05 0.00012816573678269439 0.00030436088542641583 -0.00031602470992288928 -2.2654311140490593e-05 3.9472383217406827e-05 2.4078656640963896e-08 -1.3139604586449452e-05 -0.00016025658796908047 -0.00036936677274321668 -0.00016146757833840594 0.00055959994103992473 -0.00014090710652207934 0.00028799191837445968 0.000575461241609521 -6.831946546966232e-05 0.0012443985974604813 -0.00031581953888523765 0.00024749634264077647
leaf_count=3225 7008 175 42431 28222 16532 26451 3439 1086 19629 5041 20740 5618 6555 5473 6881 48764 10922 4463 12491 3117 3878 55988 960 9843 5681 162 612 82 567 5895
internal_value=0 -0.105611 -0.0655267 -0.0368384 -0.0667679 -0.144564 0.139631 0.0846408 -0.219672 0.184977 -0.273542 0.139009 0.0195415 0.334119 -0.186147 -0.0123881 0.0152571 -0.222396 -0.166611 -0.170866 -0.204778 -0.2047 0.053752 -0.0575145 0.259964 -0.288666 -0.389053 0.257625 0.144683 0.284547
internal_count=361931 332372 232437 186128 151347 68667 29559 34781 99935 26334 32373 22895 11596 6559 79612 82680 66148 25365 72731 72556 46309 60065 4077 36294 11299 20902 20323 694 17384 6462
shrinkage=0.000714163


Tree=691
num_leaves=31
num_cat=0
split_feature=785 728 1235 194 784 712 921 561 578 802 1307 595 50 962 1292 815 1092 705 21 1309 1398 710 660 56 651 784 890 1470 507 726
split_gain=367.335 253.411 178.557 142.205 141.076 131.269 128.464 101.566 88.4832 86.7709 86.437 82.5792 77.8977 74.838 72.2047 73.7017 69.8635 78.806 64.2227 66.9155 63.7485 57.1307 64.4515 56.4761 63.7714 55.9953 62.9936 55.8539 51.909 51.2652
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.94625487755706195 1.5271592296785539 0.9594655836162902 -0.63779424894106762 1.0525743831388839 0.55894040826437752 -0.87905496296652397 1.0000000180025095e-35 1.0485873544557924 1.0000000180025095e-35 1.0000000180025095e-35 0.78457125397875782 1.0000000180025095e-35 1.0000000180025095e-35 2.9499917481720264 0.63739639040394469 -3.9164670491403295 0.81883784246325297 0.44312978011646392 1.3536697095467554 0.26872683687560334 1.0000000180025095e-35 1.1107569744011787 -0.43785067584756471 -1.3230736206490437 -1.1417127449306028 -0.65010344692030353 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 10 4 7 -1 21 9 -7 12 27 18 23 14 15 -10 17 -5 -3 20 -20 -6 -23 24 -4 26 -14 -2 -29 -8
right_child=1 11 3 16 6 8 29 -9 13 -11 -12 -13 25 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00034309118142726596 -3.6585554473714274e-05 0.00061147536491702509 -0.00032003157171812556 -9.8459989463999423e-05 -0.00016371540427324093 0.00026479253019953252 -0.00020261512890913267 -0.00028751878992720666 -0.0002326862935666805 -0.00028058642997376963 -0.00034698475949889558 -0.00040947330722587087 -0.00026066769664889522 -0.00021204501872264277 0.00012984806188912434 6.0328907426134575e-05 -0.00048115069496023109 0.00013939661091221772 -0.00026700611403305294 -0.00014663269016181583 -0.00040882028315193837 -0.00011273491686777876 0.0002938064248275319 -0.00014964465865933179 3.4560043011441611e-05 -0.00015555477410400065 2.1193252919011589e-06 -0.00034083481449018101 -0.00019431222360805799 0.00022778281839653549
leaf_count=3225 4211 200 16772 7038 17809 3439 864 28993 4139 18570 27963 20323 3019 4332 9355 5069 718 6397 55364 10097 13951 2658 1640 18396 1435 22626 14786 11296 22985 4261
internal_value=0 -0.265106 -0.229488 -0.195563 -0.215116 -0.0255724 -0.0845516 -0.245337 0.0210301 -0.214146 -0.328622 -0.363493 -0.185794 -0.0245922 0.0325196 -0.0940583 -0.0117047 0.0196204 -0.333992 -0.337664 -0.364705 -0.152677 0.0549665 -0.258505 -0.35296 -0.128707 -0.0463898 -0.266513 -0.296459 0.19605
internal_count=361931 332372 232437 165982 151829 29559 27232 124597 26334 95604 66455 99935 77034 22895 18563 9208 14153 13435 79612 79412 69315 22107 4298 36603 18207 40431 17805 38492 34281 5125
shrinkage=0.000804263


Tree=692
num_leaves=31
num_cat=0
split_feature=785 181 728 852 712 784 815 1223 921 705 578 539 727 470 934 1292 1367 689 263 257 784 497 694 728 21 716 885 1469 1223 902
split_gain=366.856 295.126 208.469 156.906 124.689 113.286 97.3588 117.448 89.6528 88.6111 82.8194 80.8999 119.522 79.4786 76.5467 76.4366 97.1418 69.7816 69.5019 69.0357 68.5484 68.7971 63.4554 59.1379 55.7122 54.6324 53.4428 52 51.3653 50.2761
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 -0.63779424894106762 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 0.37185795862114152 -0.87905496296652397 0.6695026854463163 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.4288425582216272 1.6445160113075163 1.0000000180025095e-35 1.0000000180025095e-35 0.36112991067835792 1.2342127532274445 -0.49008176997875957 0.2439032738895319 0.39849607246918939 6.1053019920877674 -1.2987941639197651 1.0000000180025095e-35 3.4436453420943347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 11 -1 6 7 26 -7 -8 -6 12 22 28 -14 16 -12 -15 19 23 21 -11 -2 -3 -17 -10 27 -5 -4 -19
right_child=1 18 13 5 10 8 9 -9 25 20 15 -13 14 17 -16 24 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020340820058120798 0.00011555668329717199 -0.00010872022929597658 -0.00028018360507015244 0.00015052371005622951 0.00034407836877984249 5.1813635922776663e-05 -4.6516869782426706e-05 -7.3023280576667852e-06 0.0003519354232740059 6.1718950282106322e-05 -0.00014732863141155321 -3.6657640918585267e-06 -0.00026428909490395835 1.8280898843586408e-05 -0.00011478670379980815 8.0393542068290456e-05 0.00012940457712353419 -0.00013630348377267448 4.3305549400556692e-05 -0.00014765847860192261 -2.1910317254742259e-06 0.00026795577932929061 -9.1789896769128436e-05 -0.00030486977063545935 0.00028980314850346418 -0.00013244865501496934 0.00064097086033943157 -0.00021322501252152591 -0.00014257954371840785 0.00065310586917822913
leaf_count=3225 6268 6397 17556 917 3439 16429 21791 22684 3752 8092 5041 17898 16079 11184 24098 5618 6555 29033 3060 34229 11208 5830 9585 26134 5681 596 145 18725 20507 175
internal_value=0 -0.107512 -0.0768145 -0.0409125 0.129604 0.00691212 -0.0259119 -0.104265 0.139662 0.0336989 0.172495 -0.119281 -0.163874 -0.179613 -0.229561 0.128746 0.013542 -0.115627 -0.247016 -0.265331 0.111423 0.202912 -0.0044647 -0.353726 0.245927 0.388413 -0.242351 -0.255573 -0.264567 -0.175295
internal_count=361931 332372 262552 184097 29559 110169 89392 42471 20777 46921 26334 73928 56030 78455 40177 22895 11596 40392 69820 66760 25130 13922 15853 32531 11299 4348 19787 19642 38063 29208
shrinkage=0.000743015


Tree=693
num_leaves=31
num_cat=0
split_feature=785 728 479 871 125 727 50 595 72 837 789 858 746 1309 746 706 56 1470 962 806 1458 689 1306 518 1451 927 513 723 564 927
split_gain=469.669 318.293 221.853 174.087 149.522 148.292 131.497 100.768 92.2124 84.1567 79.3013 81.0569 86.5869 79.2632 76.5841 68.1566 64.5428 63.6073 63.1614 63.0612 60.5364 60.3586 59.6536 58.2019 57.9302 57.1092 70.5051 80.3392 56.9114 58.778
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6834386678921571 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.78513032087958678 0.26717396260092557 1.1248358748350926 1.0825608069246189 0.66766320980544069 0.81883784246325297 1.0000000180025095e-35 0.62672487627420737 1.0000000180025095e-35 -1.3664195657027294 0.78457125397875782 0.53322213276968733 -0.44527173597200392 -0.4288425582216272 1.0000000180025095e-35 1.0000000180025095e-35 0.34500621528061176 1.0483613175537825 1.0454229551509682 1.0000000180025095e-35 1.9546110090380651 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 15 8 13 -2 19 11 12 -6 14 -3 -1 20 -14 -7 -8 -10 -16 23 -5 -21 26 -19 -28 29 -17
right_child=1 7 -4 22 10 18 9 -9 16 -11 -12 -13 17 -15 21 28 -18 25 -20 24 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00013757396941298776 -0.00025243470442128921 -0.00023354335081254564 -0.00020317048670698474 -0.00017656580465223327 4.0435627725336637e-05 0.00024856728372701074 8.2871649395322548e-07 -0.00029315742209034694 -0.00024945343876192752 -8.2105581146351528e-05 -9.3791827184530694e-05 -0.00010475849189742351 -0.00083261673432035842 -1.5584917002081401e-05 -1.3100947689925351e-05 -2.0434890249305367e-05 -1.1495399930749407e-05 0.00016415592924276664 6.0413875543463787e-06 6.1954697155153509e-05 -7.5493985844803975e-05 -0.00016046960846618423 -0.00025698795123564545 -2.7306874748152977e-05 0.00030349319194888306 7.6803306854964208e-06 -3.1105306157217634e-05 0.0005021061470933104 0.00041661371683729528 0.00041118031314527542
leaf_count=5567 11221 33118 29168 15339 16158 14134 36811 20323 9368 22979 6125 4080 132 10098 9947 5356 18267 6661 2874 7719 16321 26449 9948 13056 2846 2382 723 3133 906 722
internal_value=0 -0.112484 -0.072358 -0.0508964 -0.0237917 0.154219 -0.0611636 -0.226662 -0.144889 -0.0060529 0.0792263 0.11656 0.152533 -0.193439 -0.223913 -0.0096595 -0.103056 0.267498 0.278237 0.0408285 -0.182183 -0.15782 -0.189169 -0.139165 0.174694 0.280462 0.340833 0.546273 0.113901 0.0448441
internal_count=361931 332372 232437 203269 164926 29559 125532 99935 55177 70355 39394 33269 29189 79612 69514 12551 43956 13031 17008 47376 25689 36396 38343 28395 10565 12899 10517 3856 6984 6078
shrinkage=0.000743015


Tree=694
num_leaves=31
num_cat=0
split_feature=181 1169 785 1148 120 920 21 556 404 1093 87 723 271 1154 1367 485 46 735 269 531 50 970 457 1449 747 475 1469 885 1002 332
split_gain=136.19 108.598 98.969 100.067 79.9136 73.8277 65.6323 62.6729 61.3478 59.394 55.0677 54.8209 54.7395 53.1929 54.3597 52.9878 51.2425 49.5924 48.9507 48.8886 45.596 45.4206 45.013 45.247 45.9192 42.7643 45.2273 42.1288 42.511 41.1401
threshold=1.0000000180025095e-35 1.0643747975631468 -0.86283290253235112 1.9644670326249816 1.0000000180025095e-35 -0.83967173534858641 -0.70163543588998201 0.64086665763030715 0.76881834321921005 2.3472684764284182 0.56076668980743449 -1.0570063487222232 3.1043109927646175 1.0000000180025095e-35 1.0000000180025095e-35 1.1362069027431272 1.3976309195286467 2.2560756724538602 -0.97818596660968204 1.0000000180025095e-35 0.55630078546380823 -0.54273166462149181 2.3716694046974869 0.4956696479356319 2.2668746584208797 1.3178422683400421 0.29844699699690508 1.0000000180025095e-35 0.69854289147193727 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 6 -5 16 11 19 12 17 15 27 14 -1 -3 25 18 -2 20 29 -13 23 24 -20 -4 -27 -8 -29 -6
right_child=10 7 3 5 8 -7 9 -9 -10 -11 -12 21 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00030344560339952843 -0.00057547883452369205 3.8761950275021517e-05 0.00027553680490436506 0.0015859572650885087 -0.00041343893829721637 0.00029857422994680098 -0.00016166084071587408 -0.00063364473799978937 -0.00059704093618935658 -0.00086616323582229939 -0.00067828888174748046 4.020626170051652e-06 -0.0010125841149102668 0.00066827830889432159 0.00045634039211906076 0.0012298101873501513 -0.00042764420567886091 0.00085971717096105528 -0.00015756914392382325 -0.00040445205139721908 0.00025710728966900272 -0.00043556290539774421 -0.00063315850474692577 0.00031727587875313195 -0.0016079263822654291 0.0013870759040286826 -0.00018733554210421092 0.00014663257385310111 -0.00023129758828626363 8.9780076084351978e-06
leaf_count=4602 17940 8258 18943 1314 14283 9670 31387 15709 12441 3000 15357 12986 2067 9382 6057 1343 3218 1190 25603 16529 10642 24291 7326 6999 751 2029 816 50545 9502 17751
internal_value=0 -0.0137906 0.00626936 -0.0082747 -0.0202849 0.179437 0.0115239 -0.104127 -0.0805074 -0.0129043 -0.127269 -0.0638763 -0.00454539 0.145033 0.046115 0.0875641 0.109945 -0.0960286 -0.10702 -0.052577 -0.0144213 -0.106477 -0.0661509 -0.033246 -0.0782687 0.144059 0.385834 0.00203151 0.0329047 -0.0588876
internal_count=361931 286765 224178 204137 193153 10984 121507 62587 71646 96501 75166 46878 93501 20041 10659 9601 25006 59809 58619 59205 42676 37277 40679 33353 26354 21788 2845 91434 60047 32034
shrinkage=0.00256415


Tree=695
num_leaves=31
num_cat=0
split_feature=184 746 602 1237 959 816 659 885 62 21 1116 1457 1449 781 854 1028 257 785 21 1243 1467 1367 715 588 797 728 528 955 1466 803
split_gain=132.06 93.5988 90.8737 84.0679 76.8413 74.7781 69.9925 67.4836 66.7344 62.6982 61.1278 58.6951 56.0635 60.2073 80.5808 55.5477 51.2431 50.8829 49.1338 48.8994 48.5957 46.1162 45.2066 54.4361 45.6606 44.9418 44.4157 42.9987 42.3404 41.5173
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.5723095224056084 -1.2907225086880219 1.0000000180025095e-35 0.62821384419828064 2.9080136987884808 1.0000000180025095e-35 -0.70163543588998201 -0.87224398113442303 1.1644139362256081 0.74561756370782817 1.0000000180025095e-35 -0.87473648844905705 -0.35861621905537377 1.0000000180025095e-35 -0.86283290253235112 -3.9164670491403295 -0.086724338367775336 4.0242090356330973 0.61047007421192445 -1.0520742306125903 2.250834115212506 0.63961785378869596 1.0000000180025095e-35 0.46114165859435363 -0.56067130660624642 2.2763907064872897 1.9682860324222273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 9 7 10 16 18 -7 27 13 -12 -15 -10 -3 -11 -1 -20 28 26 -16 24 -24 -19 -6 -5 -4 -26
right_child=1 8 20 11 21 6 -8 -9 15 17 12 -13 -14 14 22 -17 -18 25 19 -21 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0027985908697735931 -0.0015526939878070937 -0.00058182601489632714 -0.00030071966785953657 -3.5129917159859814e-05 -0.00086270398018604695 -0.00025471048014941589 -0.0001281318512068569 -0.00091712612960585652 -0.00029343700965924987 0.00029555706809419831 0.00032979391653574204 0.00044510323280344012 0.00059076919514676419 0.00086731265193031189 0.00062574615703541966 0.00019731649065153229 -0.00010834210329683437 -0.00012875419030267688 0.00040349764395887559 -0.00016307095145292103 0.0017922161283326114 0.00035779195118949494 3.27314142400695e-07 0.00080201208968435679 -0.00060621962640775636 -0.0004833553191754668 -0.00014409485899338279 -0.0005616133795422367 0.00083462985470084421 0.00095134839080603681
leaf_count=176 7842 15630 33477 7810 16554 8855 26802 1556 11603 5135 39809 2861 12186 2619 2184 24067 19182 28791 11061 10699 341 1808 10304 1323 10288 22837 4798 19813 1042 478
internal_value=0 -0.0910585 -0.162425 -0.00131342 -0.280583 0.0140306 0.0467369 0.0745824 -0.0385844 -0.0403361 0.0823842 -0.116251 0.0994074 0.0751129 -0.00204097 0.0234112 -0.11332 -0.0784384 0.0638347 0.0522919 -0.0898034 -0.219701 -0.0416976 -0.0712593 -0.100508 -0.101418 -0.258029 -0.152751 -0.0993628 -0.199769
internal_count=361931 136344 65862 225587 31002 195103 116404 89602 70482 78699 88046 30484 79191 67005 27196 35670 34812 56763 21936 21760 34860 23160 24577 22393 21070 51628 21352 27623 34519 10766
shrinkage=0.00261544


Tree=696
num_leaves=31
num_cat=0
split_feature=888 785 803 666 815 1154 791 713 896 651 1234 513 1467 789 1298 578 1469 393 529 126 527 1453 927 712 854 1081 1218 671 944 794
split_gain=125.597 108.986 107.111 123.265 109.956 202.645 87.6529 76.7609 76.6928 80.5673 76.4559 71.0798 62.4226 61.8714 61.4612 61.1541 60.8803 59.1853 59.0679 54.6994 52.8152 54.7759 52.2405 53.1073 58.3366 50.2886 49.9935 55.719 49.8943 48.5862
threshold=1.0000000180025095e-35 -0.86283290253235112 0.85523949479533445 1.358136393041484 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.13351389361957308 1.1107569744011787 1.0000000180025095e-35 1.0454229551509682 2.6212945108504591 1.1248358748350926 1.0000000180025095e-35 -0.87905496296652397 -1.2791237062730081 1.9306075413196593 1.0000000180025095e-35 1.402259659649604 4.2237205945919882 5.5477399240790328 1.0483613175537825 1.0000000180025095e-35 0.6247898780741229 1.4735812952876166 2.1598224403851116 1.0000000180025095e-35 0.53713281317862982 2.2041218380651819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 20 5 14 8 -1 13 -10 11 -8 17 -6 16 -9 -3 28 -18 -5 21 -4 23 24 -17 26 27 -2 29 -7
right_child=25 2 3 19 6 12 10 15 9 -11 -12 -13 -14 -15 -16 22 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00073923373197267621 -0.00076408598145713351 0.00031139583290397887 2.3437937639751867e-06 0.0011616875186482079 0.00014220500607612716 -0.00025429889271191543 0.00025842255696410853 0.0012636608830562278 -0.00024230120456763074 -0.0010789751671019014 -0.00015188900687926826 0.0011040527880188809 0.0010374997077162867 -0.00038856419079421066 -0.00033040395474341671 1.5916021670746525e-05 -0.00079408261058772805 -0.0010966503879907413 -0.0015512528586621528 -0.0011493447378034113 0.0017715001558659541 0.0026142379312181128 0.0011813837212433695 0.00046763117820241938 -0.0015841056180464469 -0.0013443971096536555 0.0010069555836130447 -0.00020467269070445211 0.00030413097185728015 0.00070226687663463695
leaf_count=2683 19712 1575 43599 5583 38364 38749 19929 3190 32645 5887 15515 4767 1928 12479 13706 5337 22687 3093 12959 424 631 277 2604 11678 1080 4359 1064 21063 11916 2448
internal_value=0 -0.0163576 -0.0296598 0.0585222 -0.0503413 -0.109113 -0.0110148 0.109841 -0.0479668 -0.120862 0.0722104 0.143851 -0.0274303 0.005336 -0.239194 0.14516 -0.302789 -0.0419886 -0.333159 0.326643 0.0173181 0.00757971 0.104472 0.0663933 -0.0769052 -0.151924 -0.128967 -0.144417 -0.0253592 -0.0627684
internal_count=361931 315733 289161 50514 238647 109061 129586 26572 89375 38532 40211 24696 58134 50843 50927 23889 37221 56206 35646 6007 44507 43876 20699 18095 6417 46198 41839 40775 53113 41197
shrinkage=0.0030644


Tree=697
num_leaves=31
num_cat=0
split_feature=1431 1012 1469 961 417 1452 272 962 189 1423 263 1089 1256 641 1148 804 540 21 1461 791 1052 1470 624 1465 789 1237 843 541 1023 50
split_gain=123.72 90.1674 81.748 103.841 64.2502 61.4492 59.0624 56.0138 55.244 56.8761 52.3807 51.7944 68.2328 48.007 45.8126 43.8989 53.7053 42.9361 44.2086 42.1459 41.6512 41.1977 41.1779 40.9719 40.8709 41.6664 40.5384 39.8993 39.7135 38.1154
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.38215083758088803 1.0000000180025095e-35 0.010950138188642858 0.38614139544283571 1.3643217266306855 1.6648469626718658 1.0062439196653703 1.0000000180025095e-35 0.66115833724634121 1.0000000180025095e-35 -0.1815932647302074 0.19494066869286192 0.85514867284464147 0.45538871002063286 1.6305215107933637 -0.70163543588998201 4.3587965850032591 1.0000000180025095e-35 -0.47529867283858312 0.15922148059223509 -1.216975627438156 0.14486519861544186 1.1248358748350926 2.2873089397629531 2.1804652404920906 1.3659504366457669 7.4366709976304533 0.55630078546380823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 6 21 -5 11 13 9 10 26 14 29 20 19 -16 -17 27 -19 28 -3 -1 -14 -7 25 -12 -2 -6 -4 -13
right_child=1 7 3 5 17 23 -8 -9 -10 -11 24 12 22 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00017389459779648428 -0.00011149298426592741 0.00015131510534997463 -0.00053376543888414209 -0.00033518385497360441 0.00052132358435590847 -0.0014940182078183207 -0.00043795857398835127 -0.001053575927280627 -0.00050948698160973964 -0.0004680776670343607 0.000596596327069508 -0.00024394279857075136 -0.00091767981134324998 -0.00074087662956212434 -0.0001558129282620779 0.0010837270476564901 -0.0022268557932074743 0.00015693397695234777 0.0014880579860691264 0.00011087322049170314 -0.00044114935313921877 -0.00019133414753317628 0.0004109947499411402 -3.226144949717331e-05 -0.00060711216193215598 -0.001240261453434787 0.0012417328608463284 0.0017838880193907802 0.0047099194294369191 0.00037718107033594039
leaf_count=24489 44730 9026 16088 19912 10616 5142 15703 11386 16603 14321 10035 18466 1215 14518 4370 2571 200 32565 901 6976 15946 28951 27090 1138 1478 576 939 1106 41 4833
internal_value=0 -0.0847141 0.00158383 -0.0372156 0.0467569 -0.172191 -0.00655362 -0.169756 -0.0436232 -0.0184134 0.0101451 0.0141951 0.0541274 -0.132927 -0.058697 0.0861695 0.282355 0.103432 0.0655852 -0.10891 -0.0724615 -0.00584739 0.121929 -0.390423 0.127606 0.170589 -0.027013 0.21279 -0.170711 -0.0334107
internal_count=361931 139558 222373 123745 98628 26192 97553 50876 88682 72079 57758 81850 51604 39490 30246 7141 2771 45188 33466 23105 24972 53440 28305 6280 12089 10611 45669 11722 16129 23299
shrinkage=0.00300432


Tree=698
num_leaves=31
num_cat=0
split_feature=785 728 479 1423 728 852 890 332 464 720 595 578 1309 1361 1367 21 1398 784 767 21 497 288 943 1047 829 1122 50 56 705 456
split_gain=395.009 254.536 177.859 157.595 133.248 125.461 103.112 110.891 109.767 93.1875 88.8532 80.2871 72.2714 68.6776 90.753 66.3723 72.1436 63.7747 61.4779 58.0015 56.5423 52.963 52.6307 52.3234 60.7106 51.6434 50.7709 67.8984 49.0558 47.9671
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6834386678921571 1.0000000180025095e-35 -0.49008176997875957 1.0747610123934368 -1.3230736206490437 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 0.81883784246325297 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 0.44312978011646392 0.9594655836162902 1.0266067165341717 0.2439032738895319 2.0895063784560848 -0.88954490044674173 1.0000000180025095e-35 2.3738149868247693 4.3216852530764838 0.79579885031402708 0.55630078546380823 1.0000000180025095e-35 1.1641903760375707 0.48402270954876397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 29 8 9 -8 12 -6 15 14 -13 -3 26 -7 20 25 21 -9 -4 -12 -25 -15 27 -17 -22 -2
right_child=1 10 22 -5 11 17 7 18 -10 -11 23 13 -14 19 -16 16 -18 -19 -20 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018224203680886509 -0.00016018823127213812 0.00060546753909090781 -0.00011049261620012661 -0.00012402973318704428 0.00032257871824629655 3.3954610998479276e-05 3.4587590515673679e-05 -0.00011002007173717361 -1.1197783882706843e-05 -0.0001993956357548372 -0.00027470442213405332 -0.00012737880314877135 -1.0814125733106706e-05 0.00013352365215934411 0.0001260894020840121 -0.00023396146362575354 -0.00025711053536085803 0.00020437176610469939 -7.3721972343354834e-05 0.000267904817855369 9.4423799867978005e-05 3.9370542846753271e-05 -0.00025374807939122085 -5.3527387005952002e-05 0.0011619254682428881 -0.00020047898198194755 -4.335459645266723e-05 -0.00010019618382071656 0.00039765239897977182 -1.6664421117951367e-05
leaf_count=3396 19749 199 14932 40181 3407 15660 4905 5484 26467 20891 19629 4789 10098 4802 6229 19210 13951 5435 11061 5884 3446 41276 14236 612 82 1052 13123 23031 1273 7441
internal_value=0 -0.10934 -0.0734081 -0.0542041 0.136521 -0.027202 -0.050295 -0.0251296 -0.101864 -0.217069 -0.212239 0.182428 -0.180992 0.139335 0.0248556 -0.210345 -0.215147 0.115672 0.0278929 0.245789 0.0560859 0.034837 -0.254917 -0.371832 0.260568 0.108325 -0.179223 -0.221773 0.255584 -0.175465
internal_count=361931 332372 232437 203269 29559 163088 141993 114803 52263 25796 99935 26163 79612 22756 11018 69514 69315 21095 62540 11738 51479 46760 29168 20323 694 5854 55364 42241 4719 27190
shrinkage=0.000686431


Tree=699
num_leaves=31
num_cat=0
split_feature=470 464 264 1047 1464 1465 723 341 1470 597 1423 1466 1296 192 810 813 432 806 1451 909 996 1445 263 67 416 1430 1116 599 1452 1459
split_gain=123.148 206.563 95.8999 91.474 87.1496 101.2 82.6564 80.6728 75.5686 63.7808 62.8198 61.0443 58.5864 56.8503 56.6937 56.5662 54.8904 54.0812 62.8464 52.8674 51.8996 48.5157 47.9929 47.3541 45.9956 44.7796 44.6696 43.637 42.4043 42.29
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.38646845251715672 -0.72620415049764853 -0.074891043096876886 0.57942899407087378 -1.0570063487222232 1.3462168560862613 0.13162590611144762 1.3592535390735871 1.0000000180025095e-35 0.51364500316626394 1.0000000180025095e-35 1.0000000180025095e-35 -0.65819684525605759 0.44561103650162237 0.35980530253841286 0.53322213276968733 -0.0066164517430368063 2.6786836414808524 1.0565563832172893 -0.68639091397834817 0.66115833724634121 0.77035905420283102 -1.2405683649852424 1.4660437873930479 -1.0477340759045499 1.0000000180025095e-35 3.7880456279442689 -0.088205869773288079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 10 19 8 9 15 24 16 21 14 20 -8 23 25 -19 -5 -4 -6 -15 -3 -2 -13 -16 -23 -25 -7
right_child=2 11 13 6 12 29 7 -9 -10 -11 -12 17 -14 22 26 -17 -18 18 -20 -21 -22 27 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010695191714610943 -0.00079640830578639281 -0.00011594364798035225 -4.2710421568173785e-05 8.6090798561752353e-05 0.00023248533154102423 -7.4817100461970935e-05 -0.00063630871571628282 -0.0012512304451630673 -0.00076626893290795495 0.00065208160357953357 -0.0006771260380633989 -3.5091793665527471e-05 0.00045047676302324761 0.00028971304679757697 -0.00069004356331804834 7.426625797690096e-05 -0.00047744184473397754 0.00010406499154214196 0.0016767466924134046 0.0025100909852662587 -0.0010614597484537496 -0.00053308167388067145 0.00097933719954639811 0.00038907648594097553 -0.00014708635905914875 0.0010724157481899893 0.00035759995504879634 2.3734316592492653e-05 -0.0027879329727364499 0.00070017704311418742
leaf_count=17638 5535 48385 11475 8812 17321 4933 13534 9876 18282 3161 16070 10941 13597 9823 1928 9162 15180 1849 1924 349 1972 10139 4966 9888 51870 1440 21172 14798 158 5753
internal_value=0 -0.077188 0.00634042 -0.178766 -0.0247331 -0.0701055 -0.139249 -0.178245 -0.140845 -0.0585588 -0.100437 -0.0104367 0.040378 0.0798859 0.0359946 -0.109064 -0.038533 0.107748 0.327264 0.0723893 -0.0660301 -0.00144743 0.183807 -0.00938899 -0.0692214 0.0379755 0.0994085 -0.0679862 0.118071 0.121811
internal_count=361931 170579 191352 80814 140016 84161 63176 54015 44139 25857 73475 89765 55855 51336 36547 22696 73611 16154 3773 9161 13447 42258 14789 58431 57405 12381 23100 24937 10046 10686
shrinkage=0.00288765


Tree=700
num_leaves=31
num_cat=0
split_feature=728 659 755 648 220 1020 578 706 1376 797 692 609 813 652 1002 651 928 1189 409 1036 705 1104 281 1243 648 487 978 519 1055 899
split_gain=120.218 103.224 105.628 87.962 82.635 77.9952 68.1818 65.9161 62.8258 55.9156 52.8166 51.261 54.6814 50.4816 50.7725 60.5089 56.2279 48.3598 44.8854 43.207 43.034 42.9126 42.5794 41.8855 41.0823 40.5393 42.1633 40.3132 39.8868 39.5202
threshold=1.0000000180025095e-35 0.62821384419828064 1.8349057301109672 1.0000000180025095e-35 -1.3765064427339539 1.0000000180025095e-35 1.0000000180025095e-35 2.0258146145105322 1.354333996577145 0.63961785378869596 -0.1750760967267567 -0.93177752141597858 2.1641256470006294 1.8627252675032671 0.69854289147193727 1.1107569744011787 -0.52992354128753727 -1.4467991446142221 1.8072418525143996 -0.4233299818115655 1.3183739815888758 -0.27024840999276351 -0.91254160485170288 -1.4940064976727905 1.0000000180025095e-35 3.8907472001618086 -0.30314764759694746 2.1420547332082829 -0.6560943108242564 1.6183997239048244
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 24 8 11 13 10 -5 -7 19 14 16 -16 20 22 -3 -13 -6 -8 -9 -4 -2 -25 -27 29 -11 -12
right_child=5 18 23 9 6 7 21 17 -10 28 27 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00054651090160370071 -0.00060079747018003935 -0.0002240103117496849 0.0029908020757568278 0.00010000809333531735 0.0003359004768684721 -0.00048169590732149108 -0.00041444167497796023 -0.00089804130964437354 -0.00025732052801275094 0.00052169215453221496 0.0003603512513556073 0.00011110165442112464 0.00064668902961712677 0.00051447742731094656 7.6274903105959741e-06 -0.00091598986683802408 5.2614287872836952e-05 0.00025657207924589912 -0.0010368610878643966 -0.00030355576928670959 0.0012152169103412916 -5.870532725196554e-06 0.0023645205418535166 -0.00046436373450537387 -0.0001881291555111976 -0.0017056438583507129 0.0055094031491911563 0.0012203369341147348 -0.00035817279128848398 0.0011110524297285656
leaf_count=9940 32447 38074 141 17905 16897 16112 15784 161 14293 2025 24451 14664 2965 10868 8452 2688 35372 4217 2950 22876 1748 19408 566 20896 15082 57 69 1834 6781 2208
internal_value=0 -0.00314679 0.0161161 0.0296645 -0.000194698 -0.0959238 0.0133372 -0.044604 0.0428682 0.100513 0.129506 -0.0674941 -0.0259338 0.0647476 0.0430142 -0.0832544 0.0696205 0.204921 -0.103447 -0.0516129 0.160613 -0.0707077 0.671771 -0.157836 -0.176294 -0.167775 1.12297 0.185146 -0.0559231 0.162978
internal_count=361931 252841 211817 190654 135450 109090 125510 61561 90318 55204 46398 56617 40505 76025 65157 11140 54017 4944 41024 37540 18645 35192 727 21163 47529 21022 126 28493 8806 26659
shrinkage=0.00261544


Tree=701
num_leaves=31
num_cat=0
split_feature=785 181 869 803 727 728 513 1442 705 588 667 478 1464 263 188 791 706 1011 666 609 821 728 971 1463 564 927 1465 365 1043 608
split_gain=294.436 235.132 183.188 122.589 113.67 111.953 122.11 110.146 99.4649 84.4981 80.182 72.8478 72.92 68.5451 69.5416 65.4277 59.1662 58.9309 58.7466 81.8633 56.7875 55.357 55.0259 53.4466 52.2726 50.7386 47.9202 47.4788 47.4353 45.3594
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 -0.49008176997875957 1.0454229551509682 -1.2625182715263061 0.99715813669032338 2.250834115212506 1.0000000180025095e-35 1.8167082398441956 0.33722957473813192 1.6445160113075163 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 3.1117664249846109 0.45873907618427312 1.6285028476148826 -0.72370887929751782 -0.49008176997875957 -0.8891902375834092 0.093599294775546141 1.9546110090380651 1.0483613175537825 -0.51322729858334903 -0.76404506679300466 -1.2025398219287566 0.66665475971017707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 16 20 10 23 11 -8 -7 12 17 14 21 -10 -1 -9 -5 -20 27 -3 -6 -2 25 28 -24 -4 -18 -17
right_child=1 13 5 18 22 6 9 8 15 -11 -12 -13 -14 -15 -16 29 24 -19 19 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013070404120101356 -0.00015372794603754321 -8.885459336626434e-05 0.00010203155372624126 4.1482309314842457e-05 -9.1761571472415238e-05 -0.00011783255128916413 -2.6350235620895601e-05 -5.25402300140407e-05 1.7596173437071419e-05 0.00045066783780434416 -0.00023375376624232451 -0.00017887792044120373 3.8351647860133331e-05 5.3195994477927343e-05 -0.00012088641628557163 0.00010904970161148457 -0.00053001332076920847 0.00024541369772605482 0.00031216178414900743 -0.00052900397938609285 8.832479087248781e-05 -0.00026579926705621633 6.5836670056525386e-05 -2.7335388305112939e-05 0.00034952836182258241 0.00033497658551581136 0.00023045541850156976 -0.00013792983234290747 -8.6133650076117617e-07 0.00035590676776462007
leaf_count=5567 23463 6183 2354 5869 1561 35970 7876 73517 15017 689 25823 8202 25951 3060 35688 5193 368 1154 3233 226 6993 24889 5076 11460 906 722 10371 7850 4988 1712
internal_value=0 -0.0999358 -0.0725409 -0.0346274 0.113679 -0.158641 -0.200994 -0.0488304 -0.0227805 0.0259854 -0.240971 -0.0497697 -0.0360129 -0.225489 -0.243871 0.10058 -0.0301392 -0.0700372 0.186906 0.386692 -0.00456674 -0.337617 0.224608 -0.164314 0.0860845 0.0196583 0.262506 -0.117601 -0.0477346 0.264489
internal_count=361931 332372 262552 174997 29559 87555 70358 165669 130746 8565 61793 108824 100622 69820 66760 21922 12551 74671 9328 3459 17197 31072 17008 34923 6984 6078 15447 10204 5356 6905
shrinkage=0.000672971


Tree=702
num_leaves=31
num_cat=0
split_feature=785 332 395 678 728 728 789 513 758 713 582 962 1148 203 1449 728 382 578 1235 583 706 671 677 735 752 942 810 879 848 723
split_gain=383.522 274.452 385.886 223.397 125.499 121.316 101.755 100.659 129.31 106.617 101.199 98.9756 104.747 96.0967 85.8322 85.5614 83.485 76.1262 74.8412 72.527 71.0336 69.7779 124.341 66.7798 64.6579 64.2732 62.3935 62.0292 61.7679 65.1181
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 -0.49008176997875957 -0.49008176997875957 1.1248358748350926 1.0454229551509682 -0.43523778982368799 1.0000000180025095e-35 1.0844420916666788 0.49114601774772187 1.9644670326249816 1.0605395091208547 0.74561756370782817 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -0.64316232591501354 -0.55326332990463356 0.85558832110916161 1.0000000180025095e-35 1.0000000180025095e-35 3.1554326354961759 -1.0752335520519363 0.44633743931240322 -0.65819684525605759 1.0000000180025095e-35 0.19110288441975898 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 6 -1 24 7 9 10 19 16 12 -11 14 -7 23 -9 -6 -5 27 -10 22 -19 28 -2 -14 -20 -3 -4 -30
right_child=1 3 15 18 17 13 -8 8 20 11 -12 -13 25 -15 -16 -17 -18 21 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00021151581864327194 -0.00030885523598675501 0.00028574199928457035 -1.0103628051747619e-05 -9.4043588902637505e-05 0.00037517565116255611 -0.00030723382418987652 -0.00019893517916823479 0.00026106639088391287 -0.00018803862016612919 -0.0001059584934531096 0.00052418061972881835 -0.00024014568238924042 2.273872204846034e-05 -0.000477411087063 -6.5349843795551931e-05 -0.00016715054901987001 -9.6177410340397252e-05 -0.00015582708710068041 -1.0299610789898918e-06 -5.4652242364249368e-05 0.00010641069881063702 0.0002090798316590618 0.00017830982104191068 0.00042959268569004941 -7.3907566121867659e-06 0.00058413881670585832 0.00012673067904930637 -8.3279460315642699e-05 3.2815232819356584e-05 -0.00021039249366945948
leaf_count=3396 5054 3924 38868 10033 3407 37983 21964 3640 7106 42227 1696 21398 1372 15928 6486 26129 3258 5640 16666 13508 3689 10474 6642 742 7798 892 23212 2025 4880 11894
internal_value=0 -0.109361 -0.183622 -0.0557594 0.132833 -0.326977 -0.106742 -0.0793038 0.0511296 -0.113264 0.225085 -0.157148 -0.103476 -0.378501 -0.326672 -0.0904936 0.115781 0.177306 0.0536651 0.0214839 -0.107219 0.135387 0.0318497 -0.0473796 -0.120121 0.31504 0.0886037 0.207331 -0.0565943 -0.16829
internal_count=361931 332372 155762 176610 29559 73249 126699 104735 19389 85346 8594 65889 44491 60397 44469 82513 6898 26163 49911 19457 10795 22756 12282 56384 12852 2264 39878 5949 55642 16774
shrinkage=0.000820348


Tree=703
num_leaves=31
num_cat=0
split_feature=785 728 617 519 723 784 921 728 1091 1016 730 588 319 1160 1361 407 470 788 712 382 727 783 689 1454 746 934 981 830 635 747
split_gain=354.385 286.12 185.637 157.454 179.542 164.686 135.044 121.811 113.462 152.381 101.25 99.7993 94.3545 84.3393 94.8329 83.8593 80.9188 78.4708 76.0111 73.8502 72.3433 71.6433 69.9067 64.4498 64.0519 62.6162 60.7192 59.4447 59.1486 53.8268
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 2.1420547332082829 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.33215574005720661 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.68422620775809573 1.0000000180025095e-35 0.38349571241217301 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 1.1155635910225459 -0.4288425582216272 -0.2363894608792538 1.0000000180025095e-35 1.0000000180025095e-35 1.9803212314877492 1.6405209124780595 -0.96352081188237793 6.1031850957970919
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 8 10 -1 9 24 21 19 16 14 -9 -10 -3 18 -17 -6 -8 -7 -18 -11 29 -12 -20 -22 -19 -2
right_child=1 12 -4 4 11 6 20 13 15 23 25 -13 -14 -15 -16 17 22 28 26 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020438143781419184 -0.0002839045370676155 -0.00021202276741151926 -0.00019763316801484147 -0.00021894381178724174 0.00025420451465988357 8.0863561071649984e-05 -0.00014182226600480146 -0.00010130704451674802 -0.00012476746750287264 -0.00012945455445921136 0.00028345959472429266 0.00046237863080254393 -0.00029812597690690031 0.00022114201257615327 0.0001722166381565056 8.0058493249310494e-05 1.5236479530457869e-05 -0.00020035092433689367 -9.6701917280200792e-05 -3.0318257819239008e-05 0.00023954116760780704 -0.00012219616662020034 -0.00014113954447255353 6.8115242028536502e-06 -7.6620686488286852e-05 -2.3669530209129178e-05 0.00020119988819733981 0.00066871446262291171 0.00012322772752246255 0.00057285994934131031
leaf_count=3396 26692 38496 30424 3189 4539 6717 1072 6104 24298 20482 4290 2582 20386 13520 6539 9652 11342 1756 30400 3945 4750 15434 29711 17370 5766 2946 1689 907 13375 162
internal_value=0 -0.107684 -0.0695707 -0.0495063 0.145988 -0.0670161 0.0568327 0.125229 -0.0985139 -0.165617 -0.0063139 0.258064 -0.216494 0.16914 0.0521535 -0.0482755 -0.183871 -0.00865192 -0.0538389 0.156416 0.306674 -0.0769005 -0.119961 -0.081699 -0.29163 0.203617 -0.101146 0.392773 0.114086 -0.348814
internal_count=361931 332372 232437 202013 14255 187758 36116 29559 151642 70472 29387 11066 99935 26163 12643 81170 79549 56872 41741 8484 6729 22151 41053 37852 32620 7236 32089 5657 15131 26854
shrinkage=0.000788493


Tree=704
num_leaves=31
num_cat=0
split_feature=785 332 395 678 728 727 519 712 203 713 872 582 736 457 1449 1235 1466 382 583 706 752 181 810 685 1243 879 706 683 706 564
split_gain=383.014 268.158 375.594 231.286 133.706 132.4 103.519 114.306 97.4017 91.6704 97.4409 87.4598 81.5167 81.0736 80.1706 69.9937 68.2475 67.7908 67.6762 66.6203 63.9408 63.2638 62.212 61.9563 61.0198 58.8386 58.6815 58.3895 57.3945 56.5852
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 -0.49008176997875957 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0605395091208547 1.0000000180025095e-35 3.0757328524286596 1.0844420916666788 1.0000000180025095e-35 1.0000000180025095e-35 0.74561756370782817 -0.64316232591501354 0.74365544056729793 1.0000000180025095e-35 -0.55326332990463356 0.62672487627420737 -1.0752335520519363 1.0000000180025095e-35 -0.65819684525605759 0.58104764358843186 -0.051542284385149947 1.0000000180025095e-35 -0.33622886331437435 -1.3831318875547542 0.85558832110916161 1.9546110090380651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 6 20 19 9 28 14 18 13 17 16 24 23 -5 21 -9 25 -1 -2 -4 -17 -6 27 -3 -14 -11 -8 -21
right_child=1 3 12 15 8 -7 7 11 -10 10 -12 -13 26 -15 -16 22 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013597443283070218 -0.00025541021640951284 0.00018113921120147837 -2.1453057044483994e-05 -7.3073861668583934e-05 -0.0002384169118701129 0.00018335761172276604 -0.00017515529913947919 0.00023668655117965249 -0.00041300871145479034 -0.00018092729796402761 0.00036413709058592342 0.00049627903657100065 -4.5231868109714554e-05 -0.00022548047646082142 -5.8775444789217941e-05 3.4073760293784962e-06 0.00010800727677917273 -7.7154723333788347e-05 -6.6591006044902819e-05 2.6488255947846587e-05 7.1741299507225319e-06 -0.00017378222948023561 0.00011449864590830458 -0.00048086525587849192 -0.00015873531426433902 -8.919027868894088e-05 -0.0001863835385100563 -3.5150512994093657e-05 8.8988855968913773e-05 0.00039550318577521575
leaf_count=5567 5054 5368 35060 10033 33077 17008 5356 2886 15928 9115 809 1222 12553 18068 6486 16666 6967 2555 17574 6078 7798 8853 23212 4906 26708 2697 19080 31562 2779 906
internal_value=0 -0.103625 -0.177171 -0.0506384 -0.319029 0.138484 -0.102549 0.0552346 -0.373084 -0.126597 -0.162111 0.238477 -0.085287 -0.170231 -0.320813 0.0607565 -0.0349174 0.129084 -0.0175666 -0.0165841 -0.10066 -0.0672919 0.0945149 -0.367261 -0.138651 0.136175 -0.177829 -0.0883153 -0.117649 0.106117
internal_count=361931 332372 155762 176610 73249 29559 126699 14798 60397 111901 86262 6663 82513 85453 44469 49911 50880 5441 25639 12551 12852 43913 39878 37983 67385 8065 31633 40677 8135 6984
shrinkage=0.000714163


Tree=705
num_leaves=31
num_cat=0
split_feature=43 1442 890 705 409 21 1469 1452 1469 1361 852 472 1298 63 1458 1458 188 816 21 332 1468 1459 1464 834 1449 594 785 993 1456 728
split_gain=126.254 106.762 100.235 94.355 77.4674 89.0072 78.5382 74.9857 78.5061 73.8869 69.1667 67.5996 63.6144 62.9379 59.8554 65.1252 58.4417 56.7401 55.7549 49.8955 49.1272 57.8966 69.0486 49.1094 48.3843 48.3017 48.2419 47.8817 47.72 47.4975
threshold=1.0000000180025095e-35 -1.2625182715263061 -1.3230736206490437 1.3183739815888758 2.6516684467515113 -0.32341995197817647 -1.1256941366283033 -0.18157124906225561 0.32991972923171631 1.0000000180025095e-35 -0.22706799479215015 1.3745030404662117 1.0000000180025095e-35 1.6358667268722165 -0.58065270013075276 -0.41932532347212731 1.0000000180025095e-35 -0.92870374882376117 -0.70163543588998201 1.0000000180025095e-35 0.38892790084257617 -0.22883417501387637 0.23587932444621237 1.6460715770798309 1.3275098554043667 1.0000000180025095e-35 -0.86283290253235112 -0.89727091510114898 3.742879312526544 -0.49008176997875957
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 25 4 5 6 -4 13 14 12 24 17 -1 20 -9 -16 19 -12 -11 -2 21 22 -8 26 29 -3 -19 -5 -17 -7
right_child=16 2 3 27 -6 10 7 8 -10 18 11 -13 -14 -15 15 28 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011034178296556486 -0.00085412924705036684 -0.00063271587937477802 0.00068116731152248 0.0012991488249985248 -0.0005958829537728342 0.00018224478924896206 -0.00032577186468627021 0.00071556817427231606 -0.00072106086302103998 0.00018771661266761319 -0.00042594419662534089 -0.0004008966265002302 -0.00033961755555440907 -0.00036041432728412665 -0.0016701732708177047 -8.346509238817914e-05 -0.00016657081899913939 0.00064484408390256816 -0.00027955702758147345 -0.00032853346111793159 0.0009383184464248868 0.00063675754842981486 0.00095231617662535739 -0.00039207422965074646 0.00045909211550694762 -0.00011853178917351318 0.00014641581354272949 0.00036628802770639164 0.0016270332884661845 -0.00037394336993393934
leaf_count=10042 16786 11679 8868 1804 7770 5298 6126 3544 5631 13697 5739 9522 13860 4019 876 10001 39725 6548 24801 18266 4755 7580 1625 4610 2787 19287 52329 12889 490 30977
internal_value=0 -0.0107065 0.00958553 0.0255065 0.0118174 0.0199414 0.0917358 0.05268 -0.0441818 -0.0988869 -0.0122724 0.0225584 -0.218636 0.132662 0.0332812 -0.0426536 -0.119978 0.0437729 -0.0436063 -0.200765 0.176556 0.117444 -0.0159616 0.0607541 -0.0870237 -0.120216 0.0763551 0.185045 0.00119135 -0.108848
internal_count=361931 287154 224754 193788 179095 171325 53515 44647 20542 62400 117810 78748 23902 24105 14911 11367 74777 69226 38498 35052 20086 15331 7751 63487 39062 30966 58877 14693 10491 36275
shrinkage=0.00261544


Tree=706
num_leaves=31
num_cat=0
split_feature=50 56 257 62 62 1470 1091 1043 712 1039 1150 789 1147 785 990 1454 561 785 678 354 1362 276 1380 1359 1392 21 497 395 1312 1450
split_gain=125.301 185.179 93.5052 90.395 89.2123 77.3191 76.5486 69.3008 65.971 62.2256 62.1784 59.5501 57.5647 56.6841 57.1508 50.8698 49.1376 46.0406 46.2007 43.2338 43.0775 42.3916 41.4859 41.1467 40.9884 40.514 40.1699 45.0399 47.8099 49.3688
threshold=0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.97978507835213413 -0.67845511463764618 -1.3664195657027294 0.69009342306031496 -1.2455705572754039 -0.63779424894106762 -0.58894358108911671 1.0000000180025095e-35 1.1248358748350926 2.3776019160615971 -0.86283290253235112 1.09266583130301 -0.98478334500156417 -0.19832206496308272 -0.38035204659413802 5.4562307876106422 0.84354629869311759 1.0000000180025095e-35 3.585336670361543 3.6043248970129875 1.8113258030550952 -0.72008022533531746 -2.7818205974049124 -0.50504496282864053 0.66415532897360485 -0.32582000510192272 -0.40458312552186665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -6 8 -7 -5 22 -3 15 13 -9 21 -2 -17 -10 -19 -13 -18 23 24 26 -4 -12 -15 28 -28 -30
right_child=11 4 9 6 5 7 -8 12 17 -11 25 19 -14 14 -16 16 20 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.001120396211535161 -0.0011473297378205736 -7.4017355802668056e-05 -0.00037501889483204838 1.7694926741078209e-05 -0.0014838417579830052 -0.00052400697495637359 7.7709968278737054e-05 0.00058720367336915884 -0.000435281722490492 -0.00031768652121927777 0.0026294424198322992 -0.00047865923599063669 -0.00079209692263007548 -0.00015016307812762316 0.00051607635802483566 0.00034406905052434313 0.00019166570702087776 -0.00094781558109569182 0.0025480404658986995 0.00058793385099498196 -0.00024392738370090648 0.0039288648058395789 0.0042257862344692665 -0.00053943077587541093 0.00034047528025919586 -0.00057956266642551963 0.00041597045006981599 -0.00051277632538859394 -0.00029396035891563269 0.00025431162426327531
leaf_count=17482 1144 29934 4666 7555 1052 7883 9423 9623 18534 31380 121 8746 2982 20988 9996 36733 21867 23893 129 1725 13948 99 80 4349 10516 20388 20084 3121 9626 13864
internal_value=0 -0.0533315 -0.127058 -0.187236 -0.00640452 0.0267975 -0.149622 0.0328227 -0.193898 -0.0524181 -0.0885592 0.0413942 0.0466251 0.0547639 0.0371996 0.0622596 0.0688139 -0.236096 -0.322773 -0.109662 0.0118825 0.0164243 0.0595694 0.0145605 0.0506196 -0.194389 0.0266732 0.0588956 0.0757448 0.0112075
internal_count=361931 277768 123658 77016 154110 103667 59534 102615 50111 46642 50443 84163 94732 91750 82127 73692 72548 42556 24022 10471 35815 72131 15262 72032 15182 20509 67683 46695 43574 23490
shrinkage=0.00283103


Tree=707
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 800 462 1437 652 194 60 1442 884 1035 1463 982 620 1237 1143 809 785 900 779 1450 785 1007 1453 1459 1454 1453 1452 1466
split_gain=122.18 255.787 194.386 106.765 89.5933 80.475 76.1673 65.8775 69.2114 62.8143 61.9306 57.3718 57.7745 55.797 55.5884 54.9063 54.0458 49.4443 51.7192 49.3517 47.102 45.91 45.5788 50.1064 45.5764 54.2947 54.9453 62.583 45.3719 42.7966
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -0.57812715656594349 1.9321621796069277 0.72713696786055593 -0.55024281929118113 0.58307762070518543 1.0000000180025095e-35 -0.66295959698510776 0.66905551989196432 -0.57908944997102318 0.093599294775546141 3.2926812086428403 -0.28959903995613662 1.4298092310842805 0.2783345628009134 1.0000000180025095e-35 -0.38035204659413802 1.2044253514846195 3.9603511443191191 -0.4429405631277053 -0.86283290253235112 -0.58509654268748301 0.43370469085150809 0.1826871317537905 -0.90309121467478037 0.89653246390762387 -0.46670945605559616 0.37829601484295772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 15 6 7 14 8 -3 13 17 -8 24 -4 -5 19 -1 18 -11 22 -16 -14 -2 -24 29 26 27 -26 -27 -13
right_child=3 5 9 4 -6 -7 11 -9 -10 10 -12 12 21 -15 20 -17 -18 -19 -20 -21 -22 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=0.00099993775321175426 0.00054121313703535813 -0.00014240016393281268 -0.0010908845760311558 0.00041092702663663019 -0.00067123896513764016 0.00030535714882129114 -0.00032398452141847755 0.00018636639128490024 -0.00083485620674566565 -0.00045090182028146604 0.00041318136088133977 -0.00032603295494702355 -0.00013491912834131232 0.0023907195600094524 -1.6089481786681311e-05 -0.00034119630249817055 -0.00034459906803898765 -0.00026038012776959671 -0.00097033388114420001 0.00090572495339314915 0.0025149172260651941 0.00041793735135133334 0.00070066080914992521 -7.8404152713254643e-05 0.0032421897026349215 -0.00033758289264314593 -0.00026609751719622158 -0.0020414290736795685 0.0011423479822921343 0.0001940821752467096
leaf_count=2925 12114 44386 19421 18760 8349 19795 32862 17367 7841 15128 2014 32262 8294 197 27764 4625 1345 12628 21059 4555 237 14718 3204 13314 301 913 6057 110 2618 6768
internal_value=0 -0.0754741 -0.189419 0.00778916 -0.0177315 -0.0016808 -0.00600335 -0.0399484 -0.0839074 -0.229127 -0.191092 -0.040144 -0.00611603 -0.380639 0.0642848 0.107648 0.21999 -0.211819 -0.263639 0.135278 0.00251902 0.0828665 0.102513 0.0301938 -0.0496117 0.0788702 -0.0440834 0.713356 0.282854 -0.0849913
internal_count=361931 164106 74717 197825 160013 89389 151664 69594 52227 70447 50829 104903 72041 19618 46761 37812 4270 48815 36187 33187 28001 23012 28632 16518 49029 9999 6468 411 3531 39030
shrinkage=0.0027211


Tree=708
num_leaves=31
num_cat=0
split_feature=198 1423 51 869 797 699 1457 723 332 21 1455 747 857 1427 395 210 1430 21 789 64 1372 1451 21 622 830 8 1097 1298 225 1227
split_gain=118.292 98.5568 96.4959 90.4743 106.394 82.3601 81.6146 72.8226 68.3839 64.6206 65.4197 62.4594 55.0963 54.9499 52.4005 51.1487 50.9424 48.8549 47.234 44.7104 44.8813 43.9906 43.6757 42.2733 40.1889 39.4607 43.8084 40.7877 40.0223 38.6882
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.8613588887694643 -0.57653763495970078 0.63961785378869596 0.6339904733367816 -0.16810441299000942 -1.0570063487222232 1.0000000180025095e-35 -1.6471741456694959 3.6094271390138934 4.8244149500050213 -0.49205703050329141 1.0000000180025095e-35 1.0000000180025095e-35 -1.086984189757298 0.54622893720785959 1.189441983669046 1.1248358748350926 2.3070226723580869 1.0000000180025095e-35 0.3239183524675191 -3.2545899522946695 -0.69537668023704791 0.1557937090708412 1.336214451807179 -0.95342879297703587 1.0000000180025095e-35 -1.2720840997017417 0.45217487547399066
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 5 6 9 -6 11 -5 19 -9 -10 29 17 -3 22 -2 23 20 24 -15 -17 -1 -11 26 27 -24 -27 -8
right_child=14 15 -4 4 7 -7 13 8 12 10 -12 -13 -14 21 -16 16 -18 -19 -20 -21 -22 -23 25 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00055695081869171843 -0.00061748400910561487 -0.0006008407879549161 -0.00046978006241692486 0.0012871491961231154 0.00027145158787490118 -0.00017087556765684822 -5.2061755285948959e-05 -0.00072812898404519286 -0.00058837894934143128 -5.9633220503497849e-05 0.0010636667407142974 0.0014669681316194277 4.9320099255113726e-05 0.00024098250770216646 -0.00015846225075656441 0.0023086253388789474 0.00013679234426815107 0.00020669451439194383 -0.00021919283863770428 -0.00058644552125882679 -0.00023550197265575706 0.00062618503051283902 -0.0010917459975642596 0.00019205656611132038 0.00023494542834004526 0.0073419822544384412 -0.00020922435226389412 -0.00035665242993346589 0.0001933901481257791 0.00041897891059710247
leaf_count=8830 21357 10057 11361 829 4505 37136 18036 13422 4293 28425 1087 278 8663 22518 24945 114 10928 2001 4804 4399 18040 9465 5138 32755 16532 20 26912 6352 3844 4885
internal_value=0 -0.0114476 0.00674555 0.0151773 -0.00620335 0.0161386 0.0423159 -0.12415 -0.170234 -0.00773545 -0.0153077 -0.298411 -0.0717024 0.10392 -0.139075 -0.0960662 -0.0699827 -0.233029 0.0986045 -0.0245342 -0.0112696 0.161904 -0.109403 0.1218 0.0242612 -0.114447 -0.138475 -0.282675 0.103412 0.0240493
internal_count=361931 313628 250263 238902 192513 161352 124216 31161 26656 69312 68483 13700 12956 54904 48303 63365 53308 23358 46389 67396 62997 31983 42380 41585 44957 42266 38402 11490 3864 22921
shrinkage=0.00223225


Tree=709
num_leaves=31
num_cat=0
split_feature=785 181 728 852 712 784 921 134 1237 539 727 263 470 934 815 1223 705 792 689 1160 1361 188 694 727 728 885 497 1469 596 50
split_gain=403.473 276.745 194.052 149.268 129.076 119.359 94.8132 79.9726 79.6342 75.9497 107.517 75.0565 73.2016 71.618 70.5729 86.3159 76.9296 78.3639 67.1346 64.2668 70.7638 63.9654 62.5913 57.3991 54.134 50.9503 50.881 50.2027 49.2841 53.2202
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 -0.63779424894106762 0.9594655836162902 1.0525743831388839 1.35321484427453 1.4298092310842805 0.6695026854463163 1.0000000180025095e-35 1.6445160113075163 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.37185795862114152 1.0000000180025095e-35 -0.4288425582216272 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2342127532274445 -1.1275738623161491 -0.49008176997875957 6.1053019920877674 3.0589865121061197 -1.2201123333327371 1.9758895415007218 0.55630078546380823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 -1 7 -7 14 19 10 22 21 27 -12 15 25 -16 -18 -14 20 -6 24 -2 -8 -3 -5 -20 -4 29 -29
right_child=1 11 12 5 8 6 23 -9 -10 -11 13 -13 18 -15 16 -17 17 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00019369339418567744 0.00010976618820801203 -0.00010597818211354616 5.9948935875551903e-05 -0.00015674085372841212 -3.3345085551507027e-05 5.2195149498356617e-05 -0.00012709328543788193 -0.00013434315803626941 -0.00015471361908534132 -3.7038510673089022e-06 -0.0002507876773734673 5.7508815204033962e-05 1.8670805569728036e-05 -0.00010859772243645971 -3.4203761658119215e-05 1.0098854464117397e-05 0.00019756297570706205 2.4917854558850141e-05 -0.00013431727049553838 0.00023291947587150173 0.00019175042686740796 -0.0001434994594614451 -9.2072407499043578e-05 0.00035523730437453616 -0.00029450163150848002 0.00064364866568989842 0.00033623367349688485 -0.00026772011304015649 7.2808315289172278e-05 -0.00011302007705406522
leaf_count=3225 6268 6183 2063 16536 5749 16429 608 14095 1892 17898 16079 3060 11184 24098 17785 18849 8655 13329 28721 12624 6069 35688 9585 3740 24889 143 487 25783 1617 8600
internal_value=0 -0.103649 -0.0739209 -0.0392874 0.144936 0.00736702 0.143702 -0.026346 0.188483 -0.115837 -0.159165 -0.239111 -0.173344 -0.221737 -0.00204736 -0.0739428 0.0523463 0.127754 -0.111946 0.218936 0.113787 -0.258193 -0.00812469 0.399303 -0.347777 -0.200415 -0.170592 -0.255233 -0.279075 -0.301389
internal_count=361931 332372 262552 184097 29559 110169 20777 89392 26334 73928 56030 69820 78455 40177 75297 35528 39769 21984 40392 24442 11818 66760 15853 4348 31072 16679 29208 38063 36000 34383
shrinkage=0.000728446


Tree=710
num_leaves=31
num_cat=0
split_feature=915 785 652 21 588 728 869 650 401 727 50 719 1425 803 590 647 647 777 965 942 791 890 906 637 514 927 803 666 609 545
split_gain=117.075 101.296 98.8633 85.2974 79.6049 93.8431 103.957 83.3645 78.365 71.5931 69.211 66.9754 65.5635 59.5273 63.6628 152.349 83.6494 57.3678 55.5799 52.1663 59.1329 62.4668 50.3168 48.0461 47.7605 46.8633 43.3191 42.8499 61.0362 42.4662
threshold=0.35539985303639915 -0.86283290253235112 -0.55024281929118113 -3.9164670491403295 2.250834115212506 -0.49008176997875957 1.0000000180025095e-35 1.253152870847948 0.66778437295061321 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.1710607803345987 1.9682860324222273 0.58895901036483078 -0.87782724458594241 -0.87782724458594241 0.36395536079635898 0.10980254379742337 3.1241105236897999 1.0000000180025095e-35 -1.3230736206490437 0.16625471017447682 1.6722458498875477 -0.54536942215353645 1.0483613175537825 1.0000000180025095e-35 0.45873907618427312 1.6285028476148826 -1.0372938969678034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 13 -2 5 7 12 18 10 25 17 -6 22 14 16 -16 -3 29 -4 20 -18 -22 23 -7 -9 -1 -14 -15 -29 -5
right_child=3 2 4 8 11 6 -8 24 -10 -11 -12 -13 26 27 15 -17 19 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00015194233477920947 0.002313325521114247 -0.00041476352746990652 0.00017526499238427085 -0.00080736792721477937 0.00067327322876863549 -3.9280696940978307e-05 -0.00048797433648157021 0.001132792215608754 6.1610707039016379e-05 0.00057920654063154536 -5.6651040507975368e-05 -0.00021255969082489037 -0.00011527015310747781 0.0002178068217883409 0.0013217191812550447 2.6780975144040451e-05 -8.0152064468379258e-05 -0.00085024827984822679 -0.00040532880788689838 0.0012217358318698096 -0.00022364742648685191 0.00055482160386555537 -0.00041367464262329241 -0.00065527602030104187 0.00026314783592587147 0.00095038677628250421 0.00057098046508181118 0.001327681969874261 -0.0021701709518168045 -0.00024195290768686082
leaf_count=8885 319 13428 12542 9003 5815 48877 46124 3065 14357 14068 13627 4648 5308 3418 3596 9625 32715 17593 9390 1069 5666 11659 25808 4910 5883 1170 6067 2348 147 20801
internal_value=0 -0.00616616 -0.0197111 -0.108819 -0.0505729 -0.0636224 -0.090316 0.0442445 -0.11508 0.121704 -0.156551 0.123549 -0.0489794 0.0408638 0.0237612 0.155509 -0.00568511 -0.205457 -0.0278117 0.0351052 0.0237005 0.129181 -0.0730496 -0.0354825 0.223187 -0.00641568 0.100049 0.235863 0.430981 -0.143178
internal_count=361931 286231 262108 75700 178437 167974 137094 30880 75381 24123 61024 10463 90970 83671 77758 13221 64537 47397 21932 51109 50040 17325 79595 53787 8948 10055 11375 5913 2495 29804
shrinkage=0.00261544


Tree=711
num_leaves=31
num_cat=0
split_feature=1371 50 194 789 519 1467 736 727 907 115 21 1470 1298 254 747 382 620 0 548 1085 728 885 1284 1045 1235 1323 892 1371 693 710
split_gain=114.552 102.467 163.327 75.4274 81.3793 84.2163 87.1679 76.7978 69.9609 68.6932 68.764 59.1519 60.3333 64.5486 55.5652 55.5501 53.8212 53.1129 49.4368 48.4697 53.3384 50.3025 46.3541 53.8375 45.8117 45.7839 49.9234 44.8917 48.9434 48.6074
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.1420547332082829 2.6212945108504591 1.470578089058822 1.0000000180025095e-35 -0.78786109835250706 1.3947035982071894 -3.9164670491403295 -1.2008461188180046 1.5690779363521359 3.3238828776040195 0.34871943973277292 1.0000000180025095e-35 0.16760437365778322 -0.032042078825511501 1.6327850790471963 1.0000000180025095e-35 -1.3163276726681863 6.1053019920877674 3.1205241757486877 0.37162021768163872 -0.94625487755706195 3.0082871096711936 0.59794297480505565 3.4357416210103824 -0.6391716343615429 1.3536697095467554
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 8 -6 24 10 -1 -12 13 19 -4 -9 18 -10 -5 20 -13 -22 -8 -24 -3 27 -27 28 -2 -30
right_child=25 3 14 16 7 -7 22 15 17 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.003903901329760007 -0.00077579331848308148 -4.849920606031635e-05 -0.00013130794243531159 -0.00013301042163772382 2.5324015913747669e-05 0.00096546732265669327 -0.00057924463179136686 0.0017720160598548274 -0.00013080518455607968 -0.0013892107143582996 0.00018362703488131724 9.2427618742567529e-06 0.00050802819192396651 0.0013736794525199077 0.0002330226931343148 0.00053088679997747093 -0.0007045450036400686 0.00017805494638019386 0.0015500611144704515 -0.00039302514973955406 -0.0010945623073559396 0.0036039247106282131 0.00082376925907513235 0.015631405883949363 0.0005298197275334127 -0.00043446409440612736 0.0040514323672549242 -0.001190773145598388 -0.00030533853580722589 0.0007431890774343648
leaf_count=112 12992 8975 51890 10610 4183 4105 11720 2620 53240 6766 6248 3580 2543 816 25792 2701 8675 43778 953 20326 23752 73 34 20 20102 276 190 4609 27956 2294
internal_value=0 -0.010017 -0.0577783 0.023625 0.0399848 0.0262526 0.0167488 0.219398 0.0317586 -0.161969 -0.137354 -0.142871 -0.176027 -0.199373 0.00170068 0.374286 -0.0995975 0.00368855 -0.00541946 -0.213455 -0.295583 -0.346228 -0.178755 1.95251 0.122105 -0.134693 0.561782 -0.142582 -0.120433 -0.0716479
internal_count=361931 313614 141898 171716 151478 141974 137869 9504 126095 64216 57450 57338 51090 48547 77682 5321 20238 97018 11563 47731 27405 23825 11774 54 29077 48317 466 47851 43242 30250
shrinkage=0.0030644


Tree=712
num_leaves=31
num_cat=0
split_feature=545 785 332 395 540 728 194 1323 712 550 602 539 1449 1092 1097 852 21 567 872 1436 1223 664 578 1016 677 1464 864 789 1457 945
split_gain=303.526 227.586 176.143 229.736 134.594 97.329 96.7852 93.8467 91.4015 86.1574 93.0935 116.699 84.0653 79.9491 75.3042 74.9202 71.719 69.9443 71.3846 63.9455 67.3774 63.0434 59.1769 63.0946 92.4239 57.1295 56.6493 52.8579 52.3797 52.2651
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.5271592296785539 -0.77783235518120974 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.74561756370782817 2.9499917481720264 -1.2571877020351898 1.0747610123934368 -0.70163543588998201 1.9230512149791059 3.0757328524286596 0.60428344764309971 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 -0.014205097036277146 0.72275257928592751 1.1248358748350926 1.7487818739760297 1.9181452473571214
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 8 3 5 21 -3 7 -6 -2 10 11 -1 19 26 -10 29 -12 18 25 20 -7 27 -16 24 -24 -9 -8 28 -4 -5
right_child=1 2 4 15 6 12 13 17 14 -11 16 -13 -14 -15 22 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00039788065703596316 -0.00018183562754365878 -2.5945550265913018e-05 -3.6086819261691825e-05 -4.4009794406160501e-05 -0.00013640147217490803 -0.00036583643504115498 0.00021324002137833729 -3.4028859489395061e-05 -0.00013694879494265474 -2.2328122113021497e-05 -3.6341396533640128e-05 -0.00016534234700532971 -4.0032571387403665e-05 -0.00030066543230110776 0.00033772785717388809 0.00010218157453450704 -0.00017247136178179454 0.00020675688636101003 0.00046947128405789684 -0.00010794535938356215 -0.00019610088825264781 -0.00018607539314792351 -0.0001048858926602443 0.0002167315842292268 0.00017538239953299728 6.7568873396033652e-05 -6.4101604948860362e-05 -0.00016760730149459528 0.00022480022291407374 -0.0002764317745546518
leaf_count=16754 2514 8539 31084 48008 10055 21051 9495 30799 2095 12442 17538 20008 6539 746 3211 7883 27317 3940 644 6775 12506 11583 4684 8374 5457 18485 1708 7261 1705 2731
internal_value=0 -0.0409053 -0.0625839 -0.130284 -0.0130458 -0.251297 0.038081 0.00577217 0.137299 -0.194573 -0.226542 -0.332463 -0.300396 0.19503 0.174271 -0.0447406 -0.162659 0.0364891 0.0157805 -0.346146 -0.397335 -0.0998458 0.209913 0.165985 0.0600071 0.00676933 0.235402 -0.0638058 -0.0289814 -0.0758856
internal_count=361931 267872 241537 114032 127505 55410 75872 63923 26335 94059 81617 36762 46871 11949 23821 58622 44855 53868 49928 40332 33557 51633 21726 18515 10141 49284 11203 40050 32789 50739
shrinkage=0.000728446


Tree=713
num_leaves=31
num_cat=0
split_feature=545 785 332 395 540 727 728 194 1323 550 21 947 884 1449 1092 567 872 852 1436 1223 664 21 1464 706 864 1097 789 184 728 1171
split_gain=345.924 279.43 187.049 231.09 139.87 109.636 102.074 97.69 97.4359 92.0252 98.377 97.6516 141.123 82.7848 75.9452 75.7713 74.0918 71.0638 65.8644 69.3964 63.3604 62.7491 59.6367 59.3411 58.2937 57.4382 56.1939 55.9608 54.5783 52.4024
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.5271592296785539 -0.77783235518120974 1.0000000180025095e-35 -2.9709283393608152 1.0000000180025095e-35 1.0000000180025095e-35 0.74561756370782817 2.9499917481720264 1.9230512149791059 3.0757328524286596 1.0747610123934368 0.60428344764309971 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 -0.014205097036277146 0.82104289547369691 0.72275257928592751 -1.2571877020351898 1.1248358748350926 1.0000000180025095e-35 -1.3163276726681863 1.8588576637704763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 5 3 6 20 23 -3 8 -6 10 -1 12 -12 18 24 16 22 27 19 -8 26 -13 -10 -2 -9 -7 -4 28 -5 -30
right_child=1 2 4 17 7 25 13 14 15 -11 11 21 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00060464219325372223 -0.00010526562643329901 -2.4878757288327863e-05 -2.188500139832645e-05 0.0001322389088643065 -0.00013187190397033287 -0.00011155837600495249 -0.00034972794847927438 0.00019983896850596917 -3.4221591821386029e-05 -2.5251491314657848e-05 -0.00039649542562720402 -5.0675019725115555e-05 -0.00015972281912496087 -4.4186790950948421e-05 -0.00027309732907985362 0.00020077318092158892 0.00044788267352075412 8.8751763105566358e-05 -0.00010404095190582828 -0.00018808432691662529 -0.00017801289711185156 -0.00017067559514229489 6.344929799124291e-05 9.6979621559050873e-05 -6.4845436547313198e-05 0.00020766410038755396 -0.00016390405420264629 -0.00012218516304020313 -6.7671512640988168e-05 0.00011540075380184337
leaf_count=276 5322 8539 32789 4005 10055 1131 21051 9495 30799 12442 16507 17730 19636 6539 746 3940 644 7883 6775 12506 11583 27468 18485 5491 1708 14391 7261 18859 24638 3237
internal_value=0 -0.0424828 -0.066494 -0.136037 -0.0155165 0.154069 -0.256915 0.036533 0.00411746 -0.20589 -0.238705 -0.245031 -0.352805 -0.306889 0.193892 0.0353852 0.0138697 -0.0503747 -0.35212 -0.403752 -0.103782 -0.179424 0.00469079 0.00257815 0.233125 0.266349 -0.0677143 -0.0806568 -0.029225 -0.0628604
internal_count=361931 267872 241537 114032 127505 26335 55410 75872 63923 94059 81617 81341 36143 46871 11949 53868 49928 58622 40332 33557 51633 45198 49284 10813 11203 15522 40050 50739 31880 27875
shrinkage=0.000686431


Tree=714
num_leaves=31
num_cat=0
split_feature=785 181 728 852 712 784 921 1022 1430 578 524 263 470 1469 133 689 12 1160 1361 1097 716 1458 716 497 758 1469 1223 902 1375 289
split_gain=326.181 249.159 181.497 141.897 123.528 110.39 100.496 85.2643 90.5003 78.22 74.777 73.8725 71.7224 67.1634 66.5462 65.3453 63.5122 63.0327 81.2698 62.7771 58.464 57.1239 56.2665 50.4678 48.6368 47.8985 50.1591 47.5842 47.4638 48.6666
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 -0.63779424894106762 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.6445160113075163 1.0000000180025095e-35 -1.2987941639197651 2.7171092817986957 -0.4288425582216272 -0.34484620501756957 1.0000000180025095e-35 1.0000000180025095e-35 -0.64966988391888181 0.39849607246918939 -0.19179933198544472 -0.69209399053639031 3.0589865121061197 0.67035965415697463 -1.2201123333327371 1.0000000180025095e-35 3.4436453420943347 -0.27377523386692942 -1.1764043571051006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 -1 7 -7 8 13 -6 21 19 25 -5 17 -14 -9 18 -11 24 -8 -2 -12 27 -3 -4 -27 -17 29 -21
right_child=1 11 12 5 9 6 20 16 -10 14 22 -13 15 -15 -16 23 -18 -19 -20 28 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00018738158348186379 -9.2845997532310494e-05 -0.00027642662947916831 5.3013663692938324e-05 0.00015967875491657837 0.00030205773704478593 4.2108975580812055e-05 0.00032838428345108973 -3.7573287199963675e-05 -1.1477528935896187e-05 -0.00010126013059209792 0.00023289344124906322 5.7539332023101855e-05 1.8175055439460004e-05 -0.00017481677258126356 -0.00031874129143329182 -0.00012695749010113662 6.2814602716892209e-05 0.00016699145563010208 0.0001335556781405529 -0.00028790934134787313 -0.00012536101958832957 5.3048652391165657e-06 -0.00015808469009030989 0.00031181259427022978 -0.00010030543542043766 -0.00026318051490712243 -0.00013477172506244682 0.00057572828038600127 -0.00019289362078783821 -6.023562493600113e-05
leaf_count=3225 25405 20962 2063 1144 3439 16429 3752 20634 22838 5166 674 3060 11184 18764 741 28548 26012 11379 5609 2961 596 22665 25184 487 5343 16597 19403 173 18497 18997
internal_value=0 -0.10153 -0.0733338 -0.0398397 0.122513 0.00566242 0.136752 -0.0268012 -0.0992588 0.165429 -0.114557 -0.230435 -0.169672 -0.22 0.122868 -0.108833 0.029798 0.142656 0.0331528 -0.24944 0.399876 -0.0674399 -0.215022 -0.16681 -0.350617 -0.250915 -0.274298 -0.180582 -0.195976 -0.127022
internal_count=361931 332372 262552 184097 29559 110169 20777 89392 42746 26334 73928 69820 78455 19908 22895 40392 46646 22154 10775 66760 4348 48070 25858 29208 26305 38063 36000 28721 40455 21958
shrinkage=0.000672971


Tree=715
num_leaves=31
num_cat=0
split_feature=871 1145 1464 125 1457 1367 1430 1469 317 1036 432 854 797 1375 652 1449 1449 1449 1451 1450 1452 1452 210 629 1457 21 785 519 698 1462
split_gain=119.532 103.619 74.3232 73.8598 71.284 68.0003 111.5 71.7047 67.6116 54.499 54.0042 53.1666 60.5579 52.0012 51.1251 48.6216 61.6276 111.773 58.1367 46.2634 56.6867 68.3161 45.9637 47.2429 44.0508 43.2591 49.076 43.1971 43.8963 42.9419
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1888330894775201 0.58518330826110332 1.5416109563948532 1.0000000180025095e-35 1.0000000180025095e-35 -1.2319146079207914 1.0000000180025095e-35 -0.27642201460151267 0.56563410195930608 -0.87473648844905705 0.63961785378869596 -0.27377523386692942 -0.98896428961744431 0.27039492291981121 -0.572776774956962 -0.28903415273037497 0.17178520290350494 1.1911932593428711 0.96217136071467979 1.434259801303694 -0.61598152298517639 1.6374299261182916 0.4507922622690933 -0.70163543588998201 -0.86283290253235112 2.1420547332082829 -1.4280300026858155 1.4813153935732892
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 6 7 -1 9 -3 13 12 -7 -2 -13 16 -6 -18 -19 20 29 24 -9 -24 -22 -16 -27 -8 -29 -4
right_child=10 3 19 -5 15 11 27 22 -10 -11 -12 14 -14 -15 25 -17 17 18 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00037947264496061915 -7.8455453808307671e-05 5.1266248333430012e-05 -6.5449423994458103e-05 0.00011047365289379159 0.00021797705073948654 0.00027812028227665764 -1.7508469995681702e-05 -0.0010970790320463549 -0.00054980595381815759 -0.00036756911646467177 -0.00071956010820918169 0.00040814681421016919 0.001567932739717411 -0.00049383487813234664 0.00026523767421197638 6.7516556877559862e-05 0.0030437345157828368 -0.00029554208071152263 0.0018912904352347932 0.0010416492884033782 0.0025446261426063294 0.00026903620997220537 -0.00051285192000038711 0.00094574311466739903 0.00026458688135344311 0.00043380838057829559 -0.00014485338723635666 -0.0030335060246709212 0.0009213524182909524 0.00089871438789598693
leaf_count=2818 34762 24583 10712 21062 2403 5098 37377 7412 28985 25065 14654 11014 1354 22415 16620 4564 895 1084 644 2890 914 2089 20955 903 375 5629 50555 109 2185 1806
internal_value=0 -0.00796009 0.0205782 -0.0682796 0.00594562 -0.00533076 -0.0582706 -0.169004 -0.103628 -0.0544963 -0.117203 0.0320958 0.209409 -0.0855621 0.0171825 0.178863 0.319441 0.537718 0.212475 0.144883 0.0982269 0.328267 -0.211297 -0.160012 0.686466 -0.00404385 -0.0312885 0.0125688 0.276551 0.029371
internal_count=361931 290100 190405 99695 171619 162029 71759 32088 78633 49648 71831 90270 6452 57177 83818 9590 5026 2623 1728 18786 15896 3378 29270 21858 1289 72804 56184 39671 2294 12518
shrinkage=0.00277552


Tree=716
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 602 712 921 784 319 878 519 723 578 470 727 689 1466 962 1292 815 614 730 934 1429 660 879 1452 990 588
split_gain=333.999 240.067 172.781 154.956 158.878 185.402 122.734 121.522 116.379 89.5921 89.4682 88.9431 105.276 86.0067 76.3112 72.8547 66.3997 65.8394 65.6975 63.0312 65.5667 62.8458 59.1128 65.3834 55.6474 55.2055 55.2937 52.4949 50.3808 50.3243
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 -1.5722412400100421 -0.4288425582216272 0.57156622312866312 0.78457125397875782 1.0000000180025095e-35 1.0000000180025095e-35 -1.0625654336828987 -0.33215574005720661 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 1.0000000180025095e-35 0.91361512331551464 1.09266583130301 0.71188872395471614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 24 -1 22 11 14 -10 21 -13 -8 -3 -9 -16 -7 19 20 -15 -6 -5 25 -2 -24 -27 -19 -17 -14
right_child=1 9 -4 7 8 17 13 15 10 -11 -12 12 29 18 16 28 -18 27 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00019432400618448728 -0.00015866490274157475 -0.00017883631721521509 -0.00016882406110612291 -2.7373591561075272e-05 -8.914261878400164e-05 -7.4501929150728969e-05 0.00033409773411635819 -0.0001151712640474239 4.9898138855814986e-06 -0.00025569121059743039 -0.00013668297304974546 -0.0001607943818758568 0.00019279057470349714 -8.9610665149920539e-05 2.231956741930578e-05 0.00020370415820137843 -0.00011626938509491346 1.3351562248190573e-05 -7.0263647931943546e-05 0.00021107243029908152 0.00015359214916641802 3.7177534749705698e-05 0.00010645145398559176 -3.9537597445798588e-05 -0.00030659101443226321 0.00064577670402032894 0.00011501465611203559 0.00031619148291346834 0.00050225573378509774 0.00051363537153259584
leaf_count=3225 20984 38496 31093 22989 12934 32649 3439 1187 16662 20386 21606 1538 4248 4139 11342 4499 29711 5233 4332 9355 5069 32158 2834 3316 12699 978 739 1461 1450 1180
internal_value=0 -0.0986221 -0.0636982 -0.0440007 -0.0730813 -0.153864 0.128281 0.0728718 -0.0192104 -0.199032 -0.104564 0.0430429 0.24662 0.171057 -0.167136 0.303639 -0.104862 -0.06372 0.126295 0.178268 0.0606476 0.00854636 0.0149025 0.167853 -0.294679 0.324119 0.610128 0.118379 0.389563 0.368218
internal_count=361931 332372 232437 201344 163352 73026 29559 37992 90326 99935 38268 52058 6966 26334 79549 7136 41053 39343 22895 18563 9208 45092 30856 7867 33683 4551 1717 6694 5949 5428
shrinkage=0.000714163


Tree=717
num_leaves=31
num_cat=0
split_feature=476 1430 1436 1469 789 754 804 785 734 984 1083 853 50 332 1442 900 21 728 1066 418 1008 1218 705 1312 464 906 1105 1444 1456 633
split_gain=117.282 104.654 231.065 145.118 90.4828 74.5083 71.832 71.0015 70.6379 69.3076 65.5258 64.8165 63.7186 73.1873 62.1474 52.7806 51.9088 51.3222 50.3634 49.9871 49.9841 51.1328 48.0728 45.813 45.0426 46.3755 44.7591 43.4513 41.9594 40.9575
threshold=-1.316508667510939 1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.1248358748350926 1.451957509147501 2.2521318533151415 -0.86283290253235112 3.0820683777490774 -0.58084172478142093 1.911083489114747 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 -1.2625182715263061 0.79288905616344141 1.0000000180025095e-35 -0.90320472132347296 -0.54928301346280928 0.17468421792550823 0.49770748366498269 2.1598224403851116 0.86010604286694103 0.36958182597131489 1.0000000180025095e-35 0.17860298412135825 -0.14316960949522525 0.61050815248025436 3.5267996248326976 1.9976441459236287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 26 6 14 7 -3 10 16 12 18 13 17 -4 -8 20 -9 27 -11 21 -1 28 -15 25 -19 -2 -5 -16 -6
right_child=1 4 5 11 29 -7 15 8 -10 19 -12 -13 -14 23 22 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015660536021484258 0.00091918354161019025 0.00045131398294189076 -0.00033691041309342367 -0.00026467426773586148 -0.00035467002233083208 -0.00052047563539008794 0.00012132356791997293 0.00023100640163234185 0.0010616119661439078 -0.00025386832413711502 -0.00051967808471939305 -0.00029077513049053657 0.00025703279521499805 0.00021517969526442518 3.9249371009046439e-05 0.0011756264443776449 -0.00052435146135731958 -0.00029635411678448212 -0.00089286179798490277 -0.00065465524663272658 0.00058106894109852681 0.0015782605205079535 0.00040004115876264036 -0.00019466320803275783 -9.0195206350171975e-05 -0.00094546510565902281 -0.00020892092071582506 -0.0014152387356827659 0.0011022196810649438 0.00065213495407723872
leaf_count=13984 2296 13024 9585 10486 16307 7459 2097 6384 1632 25889 6095 24796 29577 30852 39302 2573 5700 11556 21507 23370 5588 488 15337 9823 14505 6629 1353 1708 941 1088
internal_value=0 -0.00765457 -0.0549776 -0.169757 0.0291917 0.0216417 0.0476949 0.0378003 0.0208068 -0.115303 0.0141128 -0.206274 0.0256126 -0.00799732 0.0419522 0.290298 -0.0159376 -0.082792 -0.282816 -0.172599 0.0432998 -0.0325862 0.0659561 0.0499587 -0.122236 -0.209534 0.20807 -0.159442 0.0269059 -0.115722
internal_count=361931 286912 134770 62146 152142 72624 134747 130077 117053 75019 115421 58497 109326 79749 65165 4670 25760 39074 33701 49259 20060 14472 55580 40675 32690 18185 3649 12194 40243 17395
shrinkage=0.00246459


Tree=718
num_leaves=31
num_cat=0
split_feature=253 1442 1354 1465 1010 729 478 890 706 1467 1467 182 705 416 1450 1451 744 1317 823 905 21 792 1463 1461 471 1464 513 967 1464 1458
split_gain=115.014 81.8574 77.6011 72.1331 74.8453 71.87 68.4079 69.2586 66.4507 60.4729 58.9131 58.1089 58.0101 56.9769 59.6806 60.3785 54.9979 53.8007 59.0205 51.4787 50.0651 49.0827 48.3763 47.9291 46.9762 46.6931 46.4729 43.1286 42.2354 41.8044
threshold=1.0000000180025095e-35 -1.2625182715263061 2.2838735449754539 3.116712650924125 3.0713252103476614 0.75637635299260908 2.664053297859589 -1.0182342416987082 2.1164963568036277 -0.44899544734167229 -0.3295993541954565 0.80071687052116158 0.62026487867602198 -1.2868079512877451 -0.34557539116087493 0.311727642589465 1.3025484894158337 -1.2109547609514648 1.0224607645851929 -1.3040727725653463 -1.0798509198017876 1.0000000180025095e-35 5.6853485453425652 2.5032120688259147 -0.93081268283970298 0.2291445000830519 1.0454229551509682 0.20093246167181369 0.13308716897351316 2.6054386111478895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 3 4 5 13 7 -3 11 28 -11 12 22 -1 15 21 20 18 -13 -10 -7 25 -9 -2 -22 -15 -14 -19 -5 -16
right_child=1 6 -4 9 -6 16 -8 8 19 10 -12 17 26 14 29 -17 -18 27 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00041852762014057618 -0.0005688686296490531 -0.00043329860423776755 -0.0006196834365938302 0.0022272047676186861 0.00088733858501608733 0.0003449086417211073 -0.00081047192401739049 -0.00029230523677660963 0.0030939798478394234 -0.0046128796736004708 0.0002948134357784938 0.00066005658782440581 1.32665654823112e-06 -8.1378109354613492e-05 0.00017072725065047747 0.00030119525921423144 0.00025634384865744295 0.00042262901012450865 0.0044755385755985136 0.00059649195656418853 -0.00060734838319077432 -0.0002787272218327266 0.0041678613768499559 0.00068934755964710078 -0.00019026966413530219 0.00050983211815162606 0.00079274301544463629 -0.00036100072781759449 0.00057660203011601239 0.00089323166189242398
leaf_count=9202 33164 22229 8198 924 2719 5313 6708 33878 312 75 1962 410 16082 16791 73310 12964 8213 8886 166 1237 15739 29132 70 1202 38219 5899 2500 3282 907 2238
internal_value=0 -0.081931 0.00324959 0.0100369 0.00448325 -0.000448618 -0.0505578 -0.0358336 -0.00427673 0.285322 0.0424229 -0.0151733 -0.0483257 0.0239629 0.0334898 -0.0141824 -0.0650631 0.114258 0.751502 0.435148 -0.0923784 -0.0473978 -0.105258 -0.19278 -0.11352 0.0284279 0.0461876 0.0836838 0.552156 0.0733398
internal_count=361931 130126 231805 223607 219739 217020 95760 89052 66823 3868 2037 65274 52530 149536 140334 64786 67484 12744 576 1549 59271 51822 33948 34366 53958 22690 18582 12168 1831 75548
shrinkage=0.00266775


Tree=719
num_leaves=31
num_cat=0
split_feature=785 181 728 852 728 784 921 815 1223 578 705 263 470 524 188 784 497 689 962 1292 815 728 716 1458 716 902 885 1469 497 1223
split_gain=350.933 247.461 176.257 135.26 127.289 108.963 93.9472 79.9612 108.791 79.5321 76.7817 73.4214 72.2825 71.6455 66.8281 66.305 65.2475 63.8386 62.8139 60.5993 67.004 58.7492 57.6165 56.842 56.5943 51.5916 50.271 48.851 48.301 48.0562
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 -0.49008176997875957 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 0.37185795862114152 1.6445160113075163 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.36112991067835792 -0.4288425582216272 0.78457125397875782 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.39849607246918939 -0.19179933198544472 -0.69209399053639031 3.4436453420943347 6.1053019920877674 -1.2987941639197651 3.0589865121061197 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 13 -1 7 -7 8 26 -6 -9 14 29 23 21 16 -12 -14 19 20 -11 -3 -8 -2 -15 28 27 -5 -19 -4
right_child=1 11 12 5 9 6 22 10 -10 18 15 -13 17 24 -16 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017800915467142573 -9.0225726276387986e-05 -8.4144461767184588e-05 -0.00024619947063933534 0.00014532078378467979 0.00033045360894583172 5.0178500051296465e-05 0.0003401476433095557 -3.8577715443212472e-05 2.2960701528107004e-07 -7.8919551277806466e-05 5.6389417348759032e-05 6.586910725848992e-05 2.517145714984226e-05 0.00025244533796552299 -0.00012432737459983404 -3.747614360825683e-06 0.00024596357984058785 -0.00012449780558002629 -5.489664044655756e-05 0.00021554707408671895 0.00016311227608825708 -0.00027421783534798663 -0.00012949514127232054 1.1794397101775181e-05 -0.00015629844641112318 0.00064220681340399735 0.00059255534121077365 -0.00018778818471742109 0.00031935649764365884 -0.00011964135502321676
leaf_count=3396 25405 6183 17556 917 3407 16429 3752 21791 22684 4099 8092 3060 11184 674 35688 11208 5830 28548 4311 9312 5034 24889 596 22665 25184 175 145 18725 485 20507
internal_value=0 -0.0925834 -0.0644607 -0.0314207 0.139944 0.0130454 0.143442 -0.0192548 -0.0906104 0.184967 0.0347901 -0.22146 -0.159643 -0.104534 -0.240486 0.107188 0.197343 -0.0984519 0.141917 0.192851 0.0769495 -0.332572 0.398288 -0.0583876 -0.20321 -0.155945 -0.224484 -0.237472 -0.164254 -0.241436
internal_count=361931 332372 262552 184097 29559 110169 20777 89392 42471 26163 46921 69820 78455 73928 66760 25130 13922 40392 22756 18445 9133 31072 4348 48070 25858 29208 19787 19642 29033 38063
shrinkage=0.000700159


Tree=720
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 602 921 784 728 878 519 723 319 578 727 470 1466 962 689 1292 1367 730 934 614 1429 660 879 783 588 1452
split_gain=302.524 248.267 170.902 160.393 155.938 183.308 125.253 124.824 115.992 90.4094 87.7937 115.798 87.0059 74.8757 74.2777 72.7181 72.4509 63.6971 61.9166 61.0314 65.3703 60.2424 68.9547 58.8729 55.7248 55.2187 56.6772 55.0563 54.0929 53.5365
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -1.5722412400100421 1.0000000180025095e-35 0.57156622312866312 0.78457125397875782 -0.4288425582216272 1.0000000180025095e-35 1.0000000180025095e-35 -0.33215574005720661 1.0000000180025095e-35 -1.0625654336828987 1.0000000180025095e-35 0.26872683687560334 1.0000000180025095e-35 1.1155635910225459 -0.31407487021714353 0.91361512331551464
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 24 21 10 -1 -9 23 -12 15 -10 -8 -3 -7 19 -17 20 -15 27 25 -6 -2 -23 -27 -5 -13 -18
right_child=1 12 -4 6 7 16 14 9 13 -11 11 28 -14 17 -16 18 29 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00021148778242573705 -0.00018091402683675456 -0.00020538639116440398 -0.00019255720450132654 9.4144030662590548e-05 -9.7124645522931062e-05 -8.6769852155198899e-05 -0.00013076005673973203 3.7593331557614867e-06 0.0003620381968383674 -0.00015991491427352105 -0.0002023124220623342 0.00011011910793294101 -0.00029303429342375905 -0.00011417578447856812 0.00032615318509700357 1.9020319450344043e-05 2.2453058559989489e-05 -8.3945215811665627e-05 -0.00013467023223441595 0.0002355147409592971 0.0001675520302828842 0.00012884504635189323 -4.7298861420877833e-05 4.3542986622127758e-05 -0.00035136355319724213 0.00075234771279085759 0.00013438750920905293 -8.5656431274993942e-05 0.00043421684714128964 0.00037441935083131004
leaf_count=3396 20984 38496 31093 7155 12934 32649 1187 16662 3407 21606 1538 2145 20386 3912 5949 11342 5233 4311 29711 9312 5221 2834 3316 32158 12699 978 739 15834 3283 1461
internal_value=0 -0.098223 -0.0626436 -0.0430415 -0.0726538 -0.152847 0.0760432 -0.0192709 0.11816 -0.10768 0.0452912 0.247593 -0.200368 0.161394 0.310681 -0.168934 -0.0631774 0.119601 -0.10819 0.171141 0.0546697 0.0171092 0.171675 0.0109547 -0.293275 0.332448 0.618814 -0.0367275 0.375357 0.128276
internal_count=361931 332372 232437 201344 163352 73026 37992 90326 29559 38268 52058 6966 99935 26163 7136 79549 39343 22756 41053 18445 9133 30856 7867 45092 33683 4551 1717 22989 5428 6694
shrinkage=0.000820348


Tree=721
num_leaves=31
num_cat=0
split_feature=543 1430 1298 1469 1430 651 1368 1022 560 809 212 395 846 1436 675 809 1462 1303 734 816 1462 1291 1470 539 330 1453 746 188 1383 200
split_gain=116.139 98.7288 157.087 127.584 98.3355 92.6361 75.8686 66.0802 65.5348 65.2541 55.5372 54.5317 52.4824 52.0464 51.2228 50.9046 48.2786 47.9715 47.6164 45.4101 45.2878 43.865 44.1945 45.9124 43.274 42.6294 44.5736 46.2701 42.5875 41.6122
threshold=1.0000000180025095e-35 0.54622893720785959 1.0000000180025095e-35 -1.0588145806293296 1.0000000180025095e-35 1.1107569744011787 1.0000000180025095e-35 0.67527595557081987 1.6590601587821199 1.0000000180025095e-35 -0.92281229145947485 1.0000000180025095e-35 -0.53268848306471728 1.0000000180025095e-35 0.44359160413691395 2.6372809947782678 1.2919110459314187 1.0000000180025095e-35 1.968508212070009 0.98567350059335823 1.4481397759782462 1.1335042337638954 -0.32567218528445913 1.0000000180025095e-35 1.2959871728045547 1.3493607039916962 0.66766320980544069 0.56595263301418985 -0.61228117285812644 0.24075901940907535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 8 12 9 17 13 -6 16 -4 21 18 -7 29 19 -8 -3 -14 22 24 -24 -5 26 27 -12 -26 -2
right_child=11 5 6 4 10 15 14 -9 -10 -11 25 -13 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00018571598714865688 -0.0011522182496885088 0.00031194618138941603 0.00014126463574369165 -0.00071655631523692871 -0.0007919917449384264 -0.00017248186804875028 2.9567904952652443e-05 0.0012327092383803216 -0.00036597582806944753 -0.00027975090823046197 -0.00035139815052458769 -0.00019588418466603665 -0.00025569594364762359 -3.5457790136601326e-05 0.00046037492311085549 -0.0012466373075912043 0.00035077989076976482 1.0449920111302841e-05 0.00097711247407930471 0.00084310245955993739 0.00039627299257410193 -0.0016950756950626484 -0.0014339344731583179 -0.00064907070648086498 -0.0014361034214390171 0.00071562500663103264 0.00074938312044523479 0.00020899153965316512 0.00074058472547899076 -0.00047608051305634804
leaf_count=16693 10928 37174 25024 12081 5396 8270 36301 609 5605 15077 21430 23377 49005 3419 16420 1870 1905 16408 1689 5750 4035 4533 11278 5512 572 2117 1653 6862 1752 9186
internal_value=0 -0.0115563 -0.0346498 -0.103276 -0.141396 0.0545646 0.0131173 -0.21524 0.0841832 -0.227034 -0.0585151 -0.143325 -0.0328757 -0.288956 0.0715004 -0.132307 -0.243795 0.10518 0.0279031 0.141104 -0.0725167 -0.322605 -0.292108 -0.388468 -0.190515 -0.0261739 -0.0488278 -0.0716113 0.100549 -0.285418
internal_count=361931 316535 241458 108984 92291 75077 132474 54833 64937 54224 37458 45396 78064 39147 54410 10140 22019 59332 37990 42924 53040 35728 31195 16790 14405 32062 29945 28292 2324 20114
shrinkage=0.00277552


Tree=722
num_leaves=31
num_cat=0
split_feature=785 728 784 677 602 921 728 784 519 727 319 727 878 578 647 590 846 890 548 1237 727 730 934 783 588 1466 498 927 712 854
split_gain=350.795 278.023 174.238 153.232 205.875 146.432 132.513 116.891 99.2903 128.643 92.9079 83.709 83.6093 78.579 73.7247 173.792 71.9194 70.5645 67.0666 66.4562 63.557 63.4799 68.3465 61.5577 60.3771 57.4531 55.7244 55.5118 61.9268 60.2968
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.49008176997875957 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 1.0000000180025095e-35 -0.87905496296652397 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 -1.3230736206490437 1.6327850790471963 1.4298092310842805 1.0000000180025095e-35 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 0.71188872395471614 0.57156622312866312 1.7577627508593003 1.0483613175537825 1.0000000180025095e-35 -0.87473648844905705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 17 21 -1 8 18 -10 14 -7 -9 -8 15 -3 -16 -2 26 27 -19 23 -23 -4 -11 -6 -5 28 29 -15
right_child=1 10 5 7 25 11 13 12 9 24 -12 -13 -14 19 16 -17 -18 20 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00021236765848256671 -0.00045086983622908225 -0.0001342179696675483 7.683821996513401e-05 -5.1906992723664561e-06 -8.8305505997190697e-05 -0.00013924950833584128 0.00036587537170275342 -1.6570077021809824e-05 -0.00020092632956713303 0.00019799917688259332 -0.00029138635613381626 0.00031196755121744773 -0.00016161448583193163 0.00040530953663984185 -7.2469222435312533e-05 0.00057652926217283433 -0.00019423844812839177 -5.2976534446922721e-05 -0.00015003785679074455 -0.00019703629638523543 -0.00025418162286906744 0.00023618838683224665 -5.580643090400682e-05 -9.8832178608286139e-05 0.00057119974894581898 6.6866170691053109e-05 0.00021430230286985293 0.00035263596061162731 0.00017068713617623464 -7.3511769554338447e-05
leaf_count=3396 8061 3939 7921 40171 38115 1294 3407 18792 1874 4813 20386 6301 23753 676 23559 1197 50854 6817 10058 1723 25884 5213 3732 17685 1271 7744 2938 2630 11991 5736
internal_value=0 -0.100451 -0.062733 -0.0914483 -0.165997 0.057067 0.132212 -0.0411387 0.0166915 0.219964 -0.208267 0.304954 -0.123998 0.178309 -0.175755 0.076161 -0.195602 -0.305728 -0.0173074 0.135481 -0.264468 -0.00325358 0.147605 -0.0566778 0.351579 -0.0764984 0.0141934 0.16636 0.128133 -0.0259037
internal_count=361931 332372 232437 190291 86621 42146 29559 103670 61125 7958 99935 7595 42545 26163 79549 5136 74413 40762 53167 22756 32701 34551 8945 25606 6084 45859 43109 21033 18403 6412
shrinkage=0.000788493


Tree=723
num_leaves=31
num_cat=0
split_feature=181 1454 1452 21 1455 1461 21 1463 1463 1467 1457 1465 1453 1450 1467 1454 1449 1466 1453 1461 1467 1460 1450 264 1456 1453 1169 1453 1455 1465
split_gain=116.753 95.4564 91.0886 90.9739 114.015 100.152 75.2192 73.3303 106.271 95.7706 116.632 108.957 99.2822 77.947 76.5917 74.3667 147.795 113.433 85.2425 79.6728 118.382 79.8577 72.6215 71.8083 71.5866 69.1106 68.3142 66.9553 65.8026 65.3405
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 -1.0798509198017876 0.46304910557563933 1.6859053074631882 1.189441983669046 -0.052537044703927886 -0.45723996025542596 -0.42730338151659453 1.5416109563948532 0.87082813740988774 -0.044531356552594277 -0.56086795541624013 -0.43593248692067116 -0.91909735138557946 -0.016736665957810089 -0.018028881616481741 0.51954049301251548 1.2257192582534573 -0.51158205547036639 1.2475873303049034 -0.60233051400151494 0.38646845251715672 0.82504800527607469 0.073843614844022104 1.0000000180025095e-35 3.5235182473523379 0.80851755981579754 -0.39749697962010117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -3 26 8 15 11 25 14 -12 22 29 16 17 18 -1 23 21 -21 -10 -17 -22 -11 -5 -8 -13 -9
right_child=-2 3 -4 6 -6 -7 27 9 13 10 12 28 -14 -15 -16 19 -18 -19 -20 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012166635606640822 -0.00024521837499513977 -0.00017370357090167813 -0.00085630946275311824 6.5786347509371075e-05 0.0010176114867666095 0.001496624175645543 0.00033983414758598609 -0.00015258287412815645 -0.00056218025161401165 -3.1473017998722506e-06 0.00034452584371128772 0.00092077598001526748 0.0034916005114121922 -0.0002126432031861532 0.0031253997362289086 -0.00027873721963354999 -0.00070523146193212987 -0.00023919345263281134 0.0036771099685245136 0.0020273941072668283 -0.00041788448313740388 -0.0013315747422677172 -0.0016812263323916882 9.987561588467185e-05 0.0011185994074248819 -0.00052450378778901886 -0.00019697308814960822 -0.00078005772854737468 0.0032670206136854855 0.00040690110817341303
leaf_count=2218 75166 6575 4160 66238 4569 828 20275 8184 9827 17368 606 889 307 19968 192 38677 1825 1286 313 1233 2744 204 1697 16424 887 9274 36170 1092 341 12394
internal_value=0 -0.00636257 -0.0460033 0.0341662 0.218258 0.0303835 0.0173453 -0.0372203 -0.0735135 0.0317581 -0.0561016 0.139698 0.679198 -0.182233 0.101229 -0.0225852 0.224586 0.467301 0.722383 -0.0456042 0.218003 0.735267 -0.331887 -0.0708816 -0.000746097 -0.0845936 -0.00796627 0.127741 0.764738 0.087707
internal_count=361931 286765 151018 135747 11972 7403 123775 146858 97303 49555 27555 22000 913 31492 20770 65811 5642 3817 2531 60169 5068 1437 11524 55101 3631 26642 102408 21367 1230 20578
shrinkage=0.00218848


Tree=724
num_leaves=31
num_cat=0
split_feature=785 181 728 852 728 784 921 815 1223 705 263 1237 784 470 539 727 934 497 1097 689 578 694 716 927 712 854 902 581 758 1469
split_gain=344.807 265.153 207.29 155.596 123.193 117.568 87.4895 82.1042 99.1246 84.9075 78.1311 77.0556 75.8286 75.5756 75.2014 105.151 71.5266 65.1426 63.2232 63.2078 62.9783 61.1854 57.1027 55.5335 59.9757 58.8845 51.3342 49.3414 48.1206 48.0847
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 -0.49008176997875957 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.37185795862114152 1.6445160113075163 1.4298092310842805 1.0000000180025095e-35 1.0000000180025095e-35 0.6695026854463163 1.0000000180025095e-35 1.0000000180025095e-35 0.36112991067835792 -0.64966988391888181 -0.4288425582216272 -0.87905496296652397 1.2342127532274445 0.39849607246918939 1.0483613175537825 1.0000000180025095e-35 -0.87473648844905705 3.4436453420943347 1.0000000180025095e-35 0.67035965415697463 -1.2201123333327371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 14 -1 7 -7 8 27 -9 18 20 17 29 15 21 -17 -11 28 -15 -6 -2 -8 24 25 -22 -21 -5 -3 -4
right_child=1 10 13 5 11 6 22 9 -10 12 -12 -13 -14 19 -16 16 -18 -19 -20 26 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017428766917014583 9.9641076147920262e-05 -0.00027968650246512747 4.7501466461458989e-05 -9.0951983949782102e-05 0.00031280771987554482 5.1663005215515685e-05 0.00032259316927282095 -4.2155484160910323e-05 -5.848261246944428e-06 5.8872328881195167e-05 6.0843564019603822e-05 -0.00015067248038953319 -8.3856126828416508e-06 1.3529020687697934e-05 -3.4272875868886433e-06 -0.00023092049249152385 -9.9487045099463773e-05 0.00024080046556818871 -0.00013516527752911037 -0.00012020085188812091 0.00034072498899420547 -8.4878667103280409e-05 -0.00012645257727166023 0.00029840684165109488 0.00014220536472079405 -6.2816938044205615e-05 0.00060376840088302726 -0.00025467727975313388 -0.00010470065173977112 -0.00019003321969114425
leaf_count=3396 6268 20962 2063 11925 3253 16429 3752 21791 22684 8092 3060 1877 11208 11184 17898 16079 24098 5830 40455 29033 676 9585 596 2630 11991 5736 175 7862 5343 36000
internal_value=0 -0.102144 -0.0730336 -0.0371714 0.128321 0.0105327 0.146024 -0.0229706 -0.0952459 0.0317367 -0.23499 0.172679 0.107857 -0.17581 -0.115404 -0.15857 -0.220542 0.204191 -0.254473 -0.113358 0.202879 -0.00908832 0.392058 0.162663 0.124499 -0.026922 -0.170354 -0.223259 -0.355868 -0.258993
internal_count=361931 332372 262552 184097 29559 110169 20777 89392 42471 46921 69820 26163 25130 78455 73928 56030 40177 13922 66760 40392 24286 15853 4348 21033 18403 6412 29208 19787 26305 38063
shrinkage=0.000672971


Tree=725
num_leaves=31
num_cat=0
split_feature=785 728 1100 125 395 728 557 595 1148 578 804 1309 746 962 126 410 727 1450 876 712 1431 1458 689 1047 829 927 854 660 1359 928
split_gain=344.876 244.722 163.281 145.883 185.427 129.823 98.2277 90.5127 89.2766 70.6995 67.909 66.5647 66.4587 64.5194 63.4601 61.3778 64.8667 65.9258 58.9991 54.2035 53.9093 50.8 50.5646 50.3067 56.5825 49.2582 53.946 49.2049 48.2053 46.4084
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.90800616672965218 1.0000000180025095e-35 0.85514867284464147 -0.87905496296652397 1.3537602816678871 0.81883784246325297 1.0000000180025095e-35 0.78457125397875782 1.0000000180025095e-35 1.644349105518915 1.0000000180025095e-35 0.94329148222322312 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 -0.19179933198544472 -0.4288425582216272 2.3738149868247693 4.3216852530764838 1.0483613175537825 0.6247898780741229 -0.72421686037558375 1.0000000180025095e-35 -0.97827964681891932
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 15 -1 -5 11 14 -7 -10 12 -3 19 20 16 -2 27 21 25 -8 -6 -14 -9 -25 26 -11 -18 -24 -16
right_child=1 7 -4 6 18 9 8 23 10 13 -12 -13 22 -15 29 -17 17 -19 -20 -21 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018685499567575744 -2.7949376410749913e-05 -0.0001986007811529877 -0.00016299618441693281 -0.0001062493225092563 -4.5820083159173095e-05 0.00031369781642033757 -2.1242375879005744e-05 -0.00027385485235083685 7.140568244519283e-05 3.2646594820957374e-05 0.00032571523666205244 -7.4339538817248851e-06 -5.0460097698227246e-06 -6.1251294870052787e-05 0.00019181880159734364 -0.0003603225836213902 -0.00010001645008988728 2.4527509798014425e-05 -0.00011190185834284873 0.0001885920637714762 -0.00016866790645378137 6.5495300217124837e-05 -9.0107456973323747e-05 -4.8383897541706594e-05 0.0011523939959575573 0.0003216286900100399 -0.00037297127236883451 -0.00026840041269107084 -0.00024033916634126984 2.2759446935169965e-05
leaf_count=3396 8405 33118 31093 16922 18272 3407 38011 19629 15940 4571 2186 10098 9947 4311 3344 6044 6133 3138 12400 12232 6577 15960 18510 612 82 887 755 18053 7939 29959
internal_value=0 -0.0998414 -0.064514 -0.045365 -0.115488 0.130813 0.000364633 -0.201228 0.0238157 0.176393 0.14777 -0.169566 -0.197924 0.135888 -0.00637299 -0.239998 -0.208867 -0.268411 -0.0325543 0.187544 -0.0582239 0.0104572 -0.136062 -0.363145 0.259303 0.0416587 -0.0306098 -0.313979 -0.189972 0.0574205
internal_count=361931 332372 232437 201344 88405 29559 112939 99935 96017 26163 18126 79612 69514 22756 77891 41773 35729 27324 46632 18445 44588 34232 36396 20323 694 6213 5326 24186 26449 33303
shrinkage=0.000700159


Tree=726
num_leaves=31
num_cat=0
split_feature=470 464 1464 410 1290 816 713 601 1237 785 941 800 1329 1098 806 832 522 1059 527 967 333 791 1457 1452 1454 419 909 1457 547 1458
split_gain=115.177 183.955 90.3256 88.1171 87.4223 89.0436 73.6041 74.2605 67.9012 65.8921 68.6504 60.265 59.2771 57.2523 52.6408 51.7566 46.8831 46.3897 45.7226 46.7074 46.6625 43.5682 43.36 47.7525 45.9441 43.2012 42.2666 41.9012 41.74 41.4494
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5993600128483978 1.644349105518915 1.8124611990991408 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2873089397629531 -0.86283290253235112 1.9607587081991176 -0.57812715656594349 -0.011185293771260176 -0.65750918523183322 1.4741736162398185 -0.19493445323436626 -0.71745339412579689 1.0000000180025095e-35 1.9849653232297506 0.18529072009771122 1.0308016862606064 1.0000000180025095e-35 -0.40593421939817159 0.075388382208316021 -0.12591398429191614 0.058437817685544215 2.6786836414808524 3.5472541794166519 1.4078093546699517 2.8238293063641735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 5 16 26 13 9 -7 12 17 21 29 15 -13 -2 -3 19 -15 -20 27 23 24 -4 -23 -1 -11 -17 -8
right_child=2 11 22 -5 -6 8 7 -9 -10 10 -12 14 -14 18 -16 28 -18 -19 20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.5025468634918134e-05 8.0197233646953759e-05 -0.00010699548162166474 -0.0014474299979276995 -0.0011980217690451187 -0.00057080107320682386 0.00070528025761474645 -0.00064043069265872497 -0.00086765984476779229 -0.00062533425575452082 6.9462794170509228e-05 0.00088420546936509388 2.9166127366632871e-06 -0.00016361175025124246 4.438893434818914e-05 0.00060806127736000466 -0.00027532645505251542 -0.00025085797153459767 0.00052804121124455335 0.0014308492930238152 -0.00081816751314566329 -0.00093357070813017916 0.00018818133976110894 0.00022145928799028572 0.0014395005455593959 0.00070610615633160529 0.0008336015637684435 0.0019968605895483824 0.0018768462147797337 -0.0011104680599630453 0.0016870427630645019
leaf_count=9164 24097 6940 453 13190 10611 7709 19016 21375 4842 37172 3475 36398 23558 11366 3600 29069 53621 10393 1276 4362 378 8277 7091 2580 1629 5851 404 386 3365 283
internal_value=0 -0.0726601 0.00827816 -0.169057 -0.00418401 0.00715812 -0.140104 -0.176103 0.0491062 0.0608883 0.0437733 -0.00972109 0.0301383 -0.113099 -0.0395097 -0.0538429 -0.05034 0.100569 -0.0155894 -0.0617695 0.311284 0.0679214 0.181477 0.33098 0.0965161 0.164678 0.0500617 0.0318401 -0.122832 -0.209431
internal_count=361931 170579 191352 80814 179599 168988 67624 58056 91270 86428 78719 89765 75244 36681 72432 68832 77718 17333 17382 15728 1654 51686 11753 4662 2082 14128 9568 37558 32434 19299
shrinkage=0.00283103


Tree=727
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 602 728 921 784 878 578 519 723 595 727 1292 1367 460 1466 21 970 730 934 614 588 660 879 766 1452 21
split_gain=302.306 256.331 186.898 161.786 153.457 178.474 127.387 122.35 114.727 88.9631 87.1796 85.3864 108.971 84.0795 74.8686 72.2571 96.1229 71.016 68.4375 64.0103 66.6181 62.3766 71.8529 58.193 56.6512 54.2559 55.9133 53.5991 53.5174 53.3272
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 1.4788238215056537 0.57156622312866312 -3.9164670491403295 -0.25012360103839287 -0.33215574005720661 1.0000000180025095e-35 -1.0625654336828987 -0.31407487021714353 0.26872683687560334 1.0000000180025095e-35 -1.695011218147956 0.91361512331551464 0.2439032738895319
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 -1 21 11 -10 -8 23 -13 17 -9 16 -12 19 -7 -3 27 -5 25 -6 -14 -23 -27 -21 -20 -17
right_child=1 13 -4 7 8 18 10 14 9 -11 15 12 24 -15 -16 29 -18 -19 28 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00020789178718573755 -0.00021885027240629845 0.00074759692747643615 -0.00018263921910249156 -2.6061446136318775e-05 -8.9645304534548105e-05 -7.8221102734708512e-05 0.00035173378172137395 -0.00012222419509589586 6.6012308386449849e-06 -0.00014336798107585536 -0.00015679350474118758 -0.00017895627440403273 9.1494511012362161e-05 -0.0002710562183577423 0.00030130651885287342 7.3995281364318927e-05 0.0001262381949694762 -0.00032053988948223114 1.7682288227958798e-05 0.00041288116595670577 -0.00017396843472279559 0.00012733253645482017 -4.2589176049040012e-05 3.94902627759795e-05 0.0003978229577492981 0.00069895725909419407 0.00013151143676448044 -7.7020595910860849e-05 0.00034255569364195846 0.00028459251555558457
leaf_count=3396 33683 175 31093 22989 12934 32649 3407 1187 16662 21606 4994 1538 2145 20323 5949 5588 6514 6881 5233 552 36096 2834 3316 32158 3283 978 739 35908 1461 5660
internal_value=0 -0.0976565 -0.0615129 -0.0409822 -0.070712 -0.150228 0.118384 0.0785795 -0.0177675 -0.102537 0.163726 0.0440833 0.243577 -0.201335 0.310354 0.118475 0.00555895 -0.170916 -0.0618081 -0.151879 -0.155965 0.0203392 0.177688 0.0102509 0.367412 0.342041 0.626029 -0.089944 0.124052 0.233275
internal_count=361931 332372 232437 201344 163352 73026 29559 37992 90326 38268 26163 52058 6966 99935 7136 22756 11508 79612 39343 72731 72556 30856 7867 45092 5428 4551 1717 36460 6694 11248
shrinkage=0.000757875


Tree=728
num_leaves=31
num_cat=0
split_feature=1431 728 557 961 659 1444 813 705 485 710 651 1426 902 857 417 852 803 844 796 1457 417 831 503 900 873 1470 795 125 487 768
split_gain=115.732 105.517 81.8861 79.8268 74.4516 73.1117 65.051 63.1402 66.1944 55.7361 65.9908 52.9699 49.8034 49.3662 48.2359 47.6587 46.5488 46.4639 53.994 45.9724 45.9477 44.6599 43.8558 43.1268 42.7648 42.5732 42.0048 41.6844 41.0788 40.7704
threshold=1.0099929608726099 1.0000000180025095e-35 -0.70530571838800626 2.7378363749037904 0.62821384419828064 1.0000000180025095e-35 1.0000000180025095e-35 0.99715813669032338 0.035595073150672417 2.0142775757586349 1.1107569744011787 1.0000000180025095e-35 3.4436453420943347 1.0000000180025095e-35 2.924606770914282 1.0747610123934368 0.85523949479533445 -1.2610665342523439 0.38087715954262297 1.5723103033889971 0.58145633200904767 2.6168872229790585 -1.5482058374414667 0.41331674494487913 2.242218440812676 0.37604385151270814 -0.80684465664869354 1.0000000180025095e-35 1.1053306314956497 -0.61497184344614475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 7 6 16 8 -4 15 20 25 21 -14 28 -10 22 -9 -19 27 -11 26 29 -17 -18 -2 -8 -6 -1 -3
right_child=11 5 3 -5 19 -7 12 17 9 10 -12 -13 13 -15 -16 23 24 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012412953530291026 -6.0783035240276135e-05 0.006410345156512425 -3.2575165068622486e-05 -0.00048177708437762313 -0.00044919154288915289 -0.00054442129694131009 -0.00048833562370095363 -0.00065552829617844348 0.00010351712623671015 0.00062588382621118154 -0.00086481807788122084 -0.00060224981561764527 -0.0028722590413392227 0.0033926209608412185 0.0018764515091807476 0.00016645967425274664 -1.8329674353661694e-05 0.00055650733241083598 2.860927073200473e-05 0.00072382710753381445 0.0017685778329343794 0.0014513898832836823 -0.00049857099200320987 0.0010029614644099774 0.0019941441222116551 -0.0004997108672563685 4.8186738784816813e-05 -1.4478574325477229e-05 -0.00062026754463307852 -0.0015211092707461157
leaf_count=40480 24281 49 53061 8345 12494 19828 6372 1327 37106 3358 627 19535 44 174 334 3268 5370 20774 7158 1487 1238 543 23609 3069 284 11435 35263 13905 7063 50
internal_value=0 -0.0098415 0.014444 0.0357011 0.0452062 -0.0791994 -0.0464385 0.0661383 0.0408436 0.0952506 0.297528 -0.128348 0.0071284 0.935554 -0.068581 0.0707439 -0.139015 0.151228 0.168004 -0.0551056 0.382189 0.000672822 -0.190927 0.231481 0.0474811 -0.0781583 -0.00871179 -0.076998 -0.0748387 1.38467
internal_count=361931 306680 215094 167217 158872 91586 71758 130986 101727 48666 5223 55251 42396 218 47877 43443 29362 29259 27932 27886 4596 42178 23708 6337 5654 35716 41635 26399 47543 99
shrinkage=0.00251388


Tree=729
num_leaves=31
num_cat=0
split_feature=51 1423 1458 1458 1464 1467 1457 1463 1459 1451 1467 1454 1467 1450 1454 1450 1465 1450 1453 1460 1451 1450 1451 1468 1452 1462 1454 1467 1450 1465
split_gain=113.71 95.7934 80.2811 143.96 137.641 85.8836 109.489 79.2009 88.5473 76.087 96.6145 95.2719 93.0871 83.3072 75.2637 75.0535 90.2561 73.4681 92.8409 72.8963 83.4888 117.831 71.3248 67.9452 85.5187 66.836 65.2536 73.9183 58.9222 60.1907
threshold=1.0111847875080273 1.0000000180025095e-35 -0.19179933198544472 -0.71693843586677841 0.020652577133266702 -0.46555852133708692 -0.52602710921920071 0.093599294775546141 -0.44254886610018701 0.52786446122684672 0.060492031153216698 0.40055145564584022 0.072195445971033334 -0.53957858280654969 1.0000000180025095e-35 -0.66187695042939276 -0.3305211875334309 -0.34557539116087493 1.4378226153709586 3.4359647346935289 -0.029506737468258704 -0.47079224720410889 1.3287662675440461 0.90889364240410331 0.13166737952109073 1.3931481072948251 -0.17470481038223243 4.0242090356330973 1.5597835250428382 3.9123359101615605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 25 -8 -9 10 17 -11 -12 -14 -10 16 -6 23 -19 20 -17 -22 -13 -5 -25 -1 27 -7 29 -28
right_child=-2 -3 -4 4 15 26 7 8 14 11 12 22 13 -15 -16 19 -18 18 -20 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00040079901753458606 -0.00031649457210779452 -0.00023378466761404267 0.00012843860426147403 -0.00094354366131809309 -0.0012247600048204146 -0.0002651624829015305 0.0004440831178429644 0.00034846077707624215 0.0026066108204403139 0.00058183857463567031 0.0030404997439120933 -0.00011914468265667121 -0.00067449946317105756 0.00023795297238497347 0.00049885156918665758 0.00043108754377718157 0.00016096894652827066 -0.00040467377575838204 0.0016376126391908744 0.001891179733156738 0.0018665281755021795 -0.00059120538936481733 -0.0023513827333743308 0.00069240362627242635 -0.0015751347402275782 0.0021127693853410781 0.0003783269563973584 0.0031028098492377333 -0.00057077631370528478 0.0030467860955639245
leaf_count=4071 54984 62436 113057 17360 2600 16927 5803 1375 1649 5007 242 1323 5227 8499 663 14401 3287 18575 591 660 651 5472 624 1680 834 287 11248 170 2036 192
internal_value=0 -0.00867784 0.00949649 -0.0280345 -0.080743 0.0729977 0.213201 0.339637 0.574241 -0.141464 -0.171083 0.0719494 -0.0111586 -0.038561 0.813627 0.0468527 -0.174305 -0.228237 -0.130175 0.106097 0.0811283 -0.131293 -0.33522 -0.324447 0.015246 -0.0784362 0.00690456 -0.088772 0.115182 0.173449
internal_count=361931 306947 244511 131454 87033 44421 13848 9490 3687 59962 53008 6954 13968 13726 2312 27071 5887 39040 19166 21184 20524 6123 1947 19874 2514 4358 30573 17097 13476 11440
shrinkage=0.00251388


Tree=730
num_leaves=31
num_cat=0
split_feature=785 728 617 1286 728 1022 1154 791 942 319 578 1097 647 590 692 513 846 962 1450 1467 1392 804 1306 815 712 276 210 747 630 50
split_gain=322.716 232.597 155.603 143.958 133.865 108.577 145.133 97.8614 85.9319 81.5982 79.7475 72.5924 72.198 178.092 66.1351 67.0149 65.6281 61.9273 60.7661 56.8079 56.9653 61.1797 54.349 53.1316 53.0357 52.2337 50.257 49.9126 48.6552 47.6021
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 0.78161905918100072 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3389284674382023 1.0000000180025095e-35 -0.87905496296652397 -0.95342879297703587 -0.87782724458594241 0.58895901036483078 -0.89693823916078119 1.0454229551509682 -0.53268848306471728 0.78457125397875782 0.13839823161113457 2.6212945108504591 -0.54414533022014078 1.3537602816678871 0.58313107603469527 0.67237773758774566 1.0000000180025095e-35 -0.048843471280602617 -1.1884933851823243 1.6274895855248437 0.23574602101832404 1.4829784501753427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 11 25 22 12 -6 -2 13 -3 -9 23 28 24 -13 20 -8 -22 26 -16 -12 -7 -5 -10 -14 -18
right_child=1 9 -4 8 10 7 19 14 27 -11 17 18 16 -15 15 -17 29 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019661829175426438 -0.00038189878435092382 -0.00011545751215534505 -0.00016242983626926988 -0.00016678876975403879 0.00034191884283279263 -8.7799296854298837e-05 -0.00013456907619380066 -0.00010275599558468524 0.00026074891990879084 -0.00024913905365864318 3.1751747663068848e-05 -0.00020619664817355732 -5.583085987789323e-06 0.00055219933706474565 -7.8182499178255434e-06 0.00025597189366304078 -0.00018304211611505742 -5.9783286574764251e-05 -3.051392702199728e-05 0.00024947934656040184 -3.8041572471926225e-05 0.00017967682411987795 -0.00013908471074427416 0.00016806183070100926 0.00019633267928487137 -2.1468940100967488e-06 6.4680835004220062e-05 -0.00030991956997811535 -0.00016952311738676289 -7.2615163269549441e-06
leaf_count=3396 7063 3939 30424 2635 3407 33219 13406 4865 4872 20386 6213 19020 15464 1197 11279 4163 46616 4311 7682 1360 21578 3057 4673 5418 12232 30424 26953 346 8095 4238
internal_value=0 -0.0895476 -0.055045 -0.0366415 0.134218 -0.0653681 -0.131454 -0.0197412 0.0738025 -0.188945 0.180728 -0.255498 -0.158442 0.0918883 0.0862634 0.133327 -0.178234 0.137471 -0.208498 -0.0518989 -0.0679747 -0.0113054 0.0345295 0.0733205 0.188254 -0.0630797 0.0645938 0.307424 -0.0787297 -0.227073
internal_count=361931 332372 232437 202013 29559 162534 73166 89368 39479 99935 26163 33765 79549 5136 25725 20860 74413 22756 26702 39401 38041 24635 34261 16697 18445 63643 29588 5218 23559 50854
shrinkage=0.000728446


Tree=731
num_leaves=31
num_cat=0
split_feature=819 785 522 713 962 930 728 705 831 486 276 150 659 578 1378 294 954 864 497 727 583 574 933 1467 791 900 792 133 279 1028
split_gain=113.334 105.574 97.9008 86.0004 106.114 86.881 81.4438 78.0824 64.9791 57.6449 57.7964 52.4425 61.4874 52.1618 51.2936 48.5104 47.4546 49.8054 58.8216 94.0811 64.0726 49.8303 50.0183 47.4108 47.2525 57.0461 46.6855 45.0366 44.7259 43.5506
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.71745339412579689 1.0000000180025095e-35 1.077996490209794 1.0000000180025095e-35 -0.49008176997875957 0.41040386000896778 2.0523937188146193 1.8285394610960151 3.2963804511484063 -0.81478115738931256 0.62821384419828064 -0.87905496296652397 0.29079056963915867 -0.26135438702113595 2.9053803668447165 0.72275257928592751 1.461728259125324 -0.682906484622256 -0.55326332990463356 -0.71454879228704005 0.68806224955729689 1.4133641467104867 1.0000000180025095e-35 1.8237275434728 1.0000000180025095e-35 2.7171092817986957 -0.73992040388640012 -0.35861621905537377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 16 5 7 9 -1 15 11 10 29 -9 24 -8 28 -5 17 18 23 -20 -21 -22 -23 -3 25 -13 -19 -15 -2 -4
right_child=14 2 3 4 -6 -7 13 8 -10 -11 -12 12 -14 27 -16 -17 -18 26 19 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00061111096831953122 -0.00085135401050304225 3.6756135517366892e-05 -2.2466528489862134e-05 -0.0001219723894742022 -0.0005306912584763006 -0.00012214642285241804 0.0010707970954683505 -0.00045981111555936564 0.00083761340853708694 0.0015725606066765367 0.004460887617028216 -5.8871379826687971e-05 -0.00033662866395614007 0.00035226598904691884 0.00012616986165106477 -0.00043154496855755725 -0.0010921859365747163 0.000256655407357594 -0.00050117039811841757 3.313704520866406e-05 -0.00065839082093458433 0.0012498065690095892 0.00024091699552342233 0.00074286516198401322 0.0004098405871818341 0.00083924279494963306 -0.00050647789415579278 -0.0011379687793663651 -0.000337893616725194 0.00060348664290168922
leaf_count=2906 12252 42048 8169 41286 35044 21377 3166 9136 2695 1198 105 29144 11715 19918 5993 35520 926 4238 2334 3139 584 6336 1749 3317 13085 2267 6662 617 27782 7223
internal_value=0 -0.0103101 -0.023458 -0.0479942 -0.0694438 0.0453425 0.114092 -0.045982 0.00456192 0.164114 0.125227 -0.0094107 0.0129694 0.152559 -0.140161 -0.0982235 0.0448919 0.0516659 0.0765415 0.186719 0.258203 0.346558 0.385253 0.0347708 0.0479165 0.00368529 -0.080109 0.114773 -0.176632 0.113526
internal_count=361931 315904 289297 217964 179892 38072 26607 144848 68042 16695 15497 65347 56211 23701 46027 76806 71333 70407 59507 14142 11808 8669 8085 45365 44496 31411 10900 20535 40034 15392
shrinkage=0.00266775


Tree=732
num_leaves=31
num_cat=0
split_feature=50 56 1076 1470 840 651 789 1459 1149 1392 271 763 269 416 497 729 1430 1436 462 734 450 43 1449 519 910 541 491 1246 146 0
split_gain=109.085 184.258 80.0486 76.8111 67.7995 66.7273 63.5663 60.9279 60.6466 60.368 57.2666 56.4227 54.7068 54.1302 55.4056 53.0374 51.5648 99.9611 56.0858 50.9723 49.9903 48.8724 45.0037 44.5236 43.7075 42.6819 50.2116 41.5492 48.2495 40.9146
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.79829463240218612 1.1107569744011787 1.1248358748350926 0.73871680408646412 2.1900270400044222 3.1172922039692916 0.55480761047847393 0.91551287219749511 -0.36806838854686125 -1.1596490889558624 2.5623266075722904 0.75637635299260908 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.69231615738246322 1.0000000180025095e-35 0.74561756370782817 1.0000000180025095e-35 0.67909569382761958 -0.55676187874653171 -0.18086751469836423 -0.48970371603152746 3.0783482178314734 2.2843753466152159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 24 -3 12 8 10 9 16 21 -11 -5 -4 15 29 17 27 -18 -10 23 -6 -14 -8 25 26 -1 28 -2 -15
right_child=2 4 13 5 7 -7 20 -9 19 11 -12 -13 22 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016955231079242837 -7.6186847026424157e-05 -0.00037014601137684062 -0.0006207376039446907 -0.00098623705713475987 0.00011051261614635733 7.8371597606870211e-05 0.00020685358663166025 0.00041117820302836371 8.7147140994050973e-05 4.9707991633424643e-06 -0.00050221678981995791 0.004025652044869499 -0.00057646298599318849 -3.6403068506324654e-05 0.00093199159604865354 -0.00039506731811394488 0.00029655968840785021 0.00017445781621633474 -6.8398508113362534e-05 0.0011485733154059574 -0.00083825344863025801 -0.00036149616736421406 9.9259398881969978e-06 -0.00049371516222504453 0.0013041123193967921 -0.00048955517353463862 -0.00062270822389656668 -0.00063511384108384252 0.0059769375999166536 0.0010179987149731143
leaf_count=738 6364 18622 8487 19265 42750 5936 7366 11080 2199 204 8490 179 38380 38725 1411 18777 48826 23751 17495 2944 3329 9515 5944 4536 899 2466 464 11564 41 1184
internal_value=0 -0.0690013 0.0100505 -0.172039 -0.00897091 -0.198315 0.0402361 0.018203 0.057467 0.0461235 -0.00985626 0.836643 -0.227597 -0.0528472 -0.0313876 -0.0430547 0.0429243 -0.0190532 0.0779203 0.270101 -0.0892533 0.0143313 -0.186233 -0.0246427 0.0945243 -0.0153956 0.305793 -0.154915 -0.0125639 -0.0017513
internal_count=361931 164549 197382 74092 90457 69525 128798 71835 113567 108424 60755 383 63589 68584 60097 58686 108041 41720 66321 5143 15231 52265 44324 11902 4567 3668 1202 17969 6405 39909
shrinkage=0.00261544


Tree=733
num_leaves=31
num_cat=0
split_feature=785 728 1445 784 519 728 727 921 821 788 714 595 727 788 578 660 460 962 854 797 803 332 602 1430 848 21 647 590 1016 830
split_gain=323.215 221.821 161.3 160.682 133.967 124.061 123.961 123.14 95.3864 100.626 109.081 88.5948 86.5426 79.2288 75.7452 65.2858 63.9034 63.1289 62.4953 122.045 61.8282 61.5924 73.3688 61.1946 57.9146 60.1883 58.9041 163.136 55.556 54.7859
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6380901172106308 0.9594655836162902 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 -0.72370887929751782 0.38349571241217301 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 1.0000000180025095e-35 -0.87905496296652397 -0.72421686037558375 1.4788238215056537 0.78457125397875782 -0.87473648844905705 0.63961785378869596 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 0.54622893720785959 -0.80540838421665562 -3.9164670491403295 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.6405209124780595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 -1 -6 -5 23 10 -10 16 -9 -8 -7 -11 24 -16 19 -12 21 22 -20 -2 -3 -26 27 -27 -17 -14
right_child=1 11 -4 7 6 14 13 12 9 15 18 -13 29 -15 17 28 -18 -19 20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00020165225662766186 -0.00018260151418737018 -3.6465583118444732e-06 -0.00017481595135268965 1.498455102383858e-05 -0.00020571937118503631 0.0003516847677593568 4.1451342650107642e-05 -0.00016219719754895727 4.4908724917212796e-05 0.00016591827190122002 -0.0001520079927262914 -0.00027310547064114741 0.00025048557380917894 0.00031991899377770128 0.00014104437098490661 -0.00010818972544734317 -0.00031096032144934565 -6.9702805557728681e-05 -0.00030237090904536128 0.00030117891923737403 0.00011484622335792964 -8.4961304482152885e-05 -0.00011823928380242412 -4.6961481539250104e-05 0.00075399304138777656 -0.0001525526678787687 -0.00015402668674881163 0.00060176314869509948 7.287449733067551e-05 0.00065347986861397534
leaf_count=3396 33117 12501 30890 30210 2594 3407 4644 1119 15878 7292 3505 20323 4949 4475 18445 8975 6881 4311 13550 2534 2485 29169 13694 13705 165 3117 55988 960 8729 923
internal_value=0 -0.0953673 -0.0617243 -0.0422964 -0.0717338 0.128506 0.127881 0.078573 -0.0902144 -0.0576112 -0.0940435 -0.192297 0.313799 0.230122 0.173229 0.056266 -0.160899 0.131154 -0.133062 0.0649665 -0.154641 -0.170104 -0.251646 -0.178236 -0.142846 -0.173573 -0.178266 0.0742334 -0.0138578 0.406752
internal_count=361931 332372 232437 201547 164346 29559 11713 37201 152633 105811 80815 99935 6991 9119 26163 24996 79612 22756 64937 6039 58898 56413 27244 46822 72731 60230 60065 4077 17704 5872
shrinkage=0.000773033


Tree=734
num_leaves=31
num_cat=0
split_feature=184 617 1304 902 1440 269 1465 21 1306 859 789 1470 815 1154 1467 1124 471 1392 1469 393 422 955 1106 1380 795 1124 705 522 376 1382
split_gain=109.145 82.398 72.1292 73.345 70.7133 70.0977 68.5839 63.3749 62.3702 72.543 60.5105 64.1566 58.867 61.3092 58.6234 51.7358 50.8559 46.0168 43.3113 43.2964 43.7044 43.1918 43.1408 42.0728 44.9305 46.8802 43.1481 40.6728 54.8416 48.5659
threshold=1.0000000180025095e-35 1.6614250791469047 -1.2519738572323926 3.2986939041005705 1.0000000180025095e-35 -1.2832447556410924 2.873316917895123 -3.9164670491403295 1.0000000180025095e-35 -0.54135187694831066 1.1248358748350926 -1.3545928909252491 1.0000000180025095e-35 1.0000000180025095e-35 4.0242090356330973 -0.52753887707662517 2.9395468797111257 1.3811799370780193 -1.3263328046252252 3.586627169628581 -1.2197600586021025 -0.56067130660624642 0.035621981691357656 3.3446298041419404 -0.29258408639884992 4.2367591710428538 0.61169912281206062 -0.71745339412579689 1.2189113891555967 -0.38874993418181553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 5 6 18 7 -1 9 10 11 -9 13 -7 -2 -11 19 -5 22 20 -13 -10 -4 24 25 26 -14 28 -22 -29
right_child=1 -3 3 17 -6 12 -8 8 21 15 -12 16 23 -15 -16 -17 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.002352037768777068 -0.00044380905523177324 -0.00056380917727031331 -0.00025596640207599825 0.00086157294246984643 -0.00025908921811338548 -0.00047955036661906115 0.00067866912682592565 -0.0010913008649533469 0.00010351932604733325 0.00014300685697450665 -0.00028781376479449378 -0.00037986005634251706 9.7494146909794915e-05 2.2653286049943259e-05 0.0018895313271980816 -0.00010094407039051781 -0.0012184144715534425 0.0041713438691886665 -0.00051211102691974149 -0.0013814734498907597 0.00050187897283455085 -0.00032802383421313844 0.0026869059271927747 0.0028954215254484682 -5.1816674104795747e-05 0.003889811068245091 0.00064713493188712525 -2.742679550098203e-05 0.0015196266808360911 0.00042186630679290831
leaf_count=265 28053 23392 316 424 27738 16096 4231 829 9775 38652 5416 2649 10817 16571 310 69114 577 125 15041 453 9194 24109 194 130 19234 78 5563 9660 1563 21362
internal_value=0 -0.0764514 -0.0545223 -0.0245935 0.00560962 -0.0301901 0.0191233 0.0127681 0.0111303 0.0281297 0.0921028 0.116849 -0.00238037 -0.077225 -0.16628 -0.00476543 0.127802 0.74588 -0.179455 0.135765 0.1419 -0.0783033 0.396936 0.0528731 0.0482939 0.127767 0.119261 0.156594 0.264565 0.11724
internal_count=361931 136344 112952 84589 225587 84040 197849 193618 193353 159469 51703 46287 68489 32667 28363 107766 45458 549 15551 44881 44428 33884 510 35822 35692 16458 16380 41779 10757 31022
shrinkage=0.00246459


Tree=735
num_leaves=31
num_cat=0
split_feature=785 728 1431 125 395 728 557 595 652 617 1237 647 590 846 222 1470 1160 1016 1168 852 630 899 1307 491 665 1451 50 56 1047 829
split_gain=310.749 225.072 175.95 144.025 192.022 113.336 97.554 84.2156 78.7508 71.603 67.4097 67.3118 163.777 63.8289 61.3704 60.5815 60.5035 61.5492 59.0808 53.6969 51.2427 50.7678 50.7568 58.076 50.5182 52.405 49.9348 53.9996 49.4637 56.6514
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.90800616672965218 1.0000000180025095e-35 -0.98896428961744431 1.6614250791469047 1.4298092310842805 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 -0.75665908937834137 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 0.56478982777245867 1.0000000180025095e-35 0.17545058997979482 0.95904825314789122 1.3390041783085433 -0.276250479157444 0.85652824257920523 0.3239183524675191 1.4829784501753427 1.0000000180025095e-35 2.3738149868247693 4.3216852530764838
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 9 -1 -5 11 -8 15 16 12 -3 20 -10 -2 17 -7 19 -6 -13 -16 23 -4 25 -17 27 -15 -9 -30
right_child=1 7 22 6 18 10 8 28 14 -11 -12 13 -14 26 21 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00017027258535548881 3.7999128264889839e-05 -0.00010893374965642615 -0.00020384946908049657 -9.9490908787855826e-05 -3.1647769527263719e-05 -3.033765679083971e-05 0.00012115581593748084 -0.00025903651094431223 -7.4232902518502902e-05 -0.00036154258550984857 -0.00014043679139075129 -5.0641064104218424e-06 0.00049406271289565036 -0.00024165087593919761 7.1667104668781292e-06 -0.00024851968097925025 0.00020190603755573818 0.00016918700747739891 -0.00014094605222202621 8.1668921548859864e-05 -0.00015935626138707722 0.00011208698197195943 -0.00024719568521367862 -5.113643594373181e-05 -4.8639310277445629e-05 -7.2064171203760973e-05 -3.5392085270843849e-06 -0.00012828127334443435 -4.1123381398685616e-05 0.0011401523968862456
leaf_count=3396 3703 3957 10371 16860 26310 6228 12737 19629 16200 6530 1877 15051 1188 21538 54118 18670 12557 5501 7595 11866 8729 10172 10932 13847 6509 6017 4166 24983 612 82
internal_value=0 -0.0949598 -0.0611147 -0.038165 -0.108718 0.124247 0.00825799 -0.192438 0.0322677 -0.236955 0.166858 -0.161925 0.0789344 -0.18091 0.00845482 -0.201631 0.195168 0.0925367 -0.022913 0.00806408 -0.0837503 0.0352004 -0.212516 -0.160926 -0.239436 -0.294564 -0.229055 -0.253498 -0.349417 0.26907
internal_count=361931 332372 232437 197287 87200 29559 110087 99935 93227 41429 26163 79612 5145 74467 80490 34899 24286 11729 45771 38176 23780 64290 35150 24218 31196 24687 50687 46521 20323 694
shrinkage=0.000686431


Tree=736
num_leaves=31
num_cat=0
split_feature=388 869 73 1452 1464 1465 1458 1459 1465 1469 1452 710 1453 1453 1031 1458 1469 21 1460 1458 1450 885 1456 1375 1431 1453 21 513 728 785
split_gain=108.034 93.4824 66.4569 66.441 92.0008 75.3273 63.3921 82.9735 61.5674 76.7201 150.596 65.9015 65.821 67.0785 60.1469 57.7064 59.0909 57.06 53.6291 53.3329 54.0039 72.0139 52.5193 52.0315 52.2465 49.5805 49.5755 48.0882 73.3285 51.5897
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.7164275201552874 -0.58911782507014421 1.3432333345275824 -0.58331477857565561 -0.34425841020341802 -0.17903548000207106 -0.4704356069848657 -0.84637363804435373 0.85148356494928035 2.639808918100857 1.9142027959396961 2.1014957791897717 1.0710442084254466 -0.71693843586677841 1.034122112985618 -1.6471741456694959 0.40135300256177026 -0.32887380860668658 -0.49083279118224338 2.9080136987884808 3.742879312526544 -0.27377523386692942 1.0099929608726099 1.3493607039916962 -2.7818205974049124 1.0454229551509682 -0.49008176997875957 -0.86283290253235112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 7 -1 9 11 12 -5 17 -14 27 16 25 -11 -18 -8 21 -21 26 24 -2 -7 -17 28 -3 -30
right_child=23 14 -4 4 -6 15 19 -9 -10 10 -12 -13 13 -15 -16 22 18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00075624884559932933 -6.0600820245576683e-05 0.00026814764949744313 -0.00041135758582669851 0.00012860069569422801 0.00049519421538852615 0.00053186607938215946 0.0043032107759603533 -0.00072206499782502857 6.1678182504328546e-05 0.0030648944870037974 -0.0012993306428678844 0.002650044518584777 0.0030245109352076125 -0.00028645506674461951 -0.00047304671403953998 0.0030475995769835658 0.0012144890386177611 -0.00026217998900554057 0.0049620316012600552 0.00040824086868599497 0.0010661420393468129 -0.0031226478621124037 0.0023355939972722248 -0.00052969734496322886 -0.00068258537449027916 -0.0010665809067895336 -5.4493192996837981e-05 0.00028302502000579466 0.00029581506613427812 -0.00033297997736707883
leaf_count=2714 35826 10892 11138 9569 11272 3968 126 2610 75710 169 5521 316 340 397 25553 150 1572 27229 118 3542 7014 185 288 27620 8530 822 27809 9033 4552 47346
internal_value=0 -0.00505876 0.0211398 0.0304076 0.00456724 0.0955174 0.213672 0.0164494 -0.0137756 -0.0797144 -0.132458 0.0797826 -0.0687744 0.524008 -0.0646055 0.0386954 0.221505 -0.087966 0.557206 0.301889 0.285333 0.08125 -0.00296937 -0.10907 -0.0583415 0.0963325 -0.0128521 -0.0345325 -0.0587094 -0.0968579
internal_count=361931 289955 192579 181441 130523 50918 16191 5324 119251 43541 33656 9885 28135 737 97376 34727 6480 27398 1690 10867 10741 3727 28247 71976 44356 4790 27959 71823 62790 51898
shrinkage=0.0027211


Tree=737
num_leaves=31
num_cat=0
split_feature=198 785 561 1458 728 112 1030 1286 1467 737 809 685 578 513 1450 1468 1451 1466 1451 1450 1454 1453 1080 747 705 391 718 703 507 540
split_gain=105.278 97.0834 91.5175 89.6225 77.3088 71.7423 67.0454 61.0045 65.9426 55.5051 53.3491 51.0895 50.9571 50.9075 50.8866 66.5254 53.9243 59.5903 69.7766 58.5351 55.5104 53.5851 50.7863 52.0844 51.4703 50.1203 48.4416 54.8234 50.6522 48.1751
threshold=1.0000000180025095e-35 -0.86283290253235112 0.36051334308712851 0.20667703603638712 -0.49008176997875957 2.2718117149406565 2.7042904249467168 0.78161905918100072 3.8567296589757825 0.52953867530939236 2.6372809947782678 0.58104764358843186 -0.87905496296652397 1.0454229551509682 -0.35262914890079794 4.4254531621270878 0.36244433757593303 0.69604103696988961 0.78031311377349299 -0.59149681175405766 2.6579444067051354 0.18242012704467123 1.0000000180025095e-35 1.6274895855248437 0.73161970490752004 1.0000000180025095e-35 1.0159173274103563 -1.4568199934402009 1.0941628986121894 0.99026637822014563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 7 8 14 -5 22 -2 -6 25 15 16 -3 20 19 -19 21 -18 -9 24 -24 -4 29 -28 -29 -16
right_child=11 2 13 9 12 -7 -8 10 -10 -11 -12 -13 -14 -15 26 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0006740600571895042 -0.00027860590196209927 -0.00037798876022035233 -0.00018957521664031025 0.00010523873264810225 0.0012020913019812479 -0.00091179132039182376 -0.00071209391824765057 9.4174383188187408e-05 0.0019725468822737718 0.00056008839284714493 -0.0016924444297658861 -0.00091429259871947041 0.00033981236909408081 0.00016208628642780238 -0.00016475247586401293 0.0046561462053980613 -0.00039086102127478179 0.0040729823805847193 0.00022114604689386062 0.0003337105019418367 -0.002683837654042784 0.00089406239633850828 0.0005085687128105179 -0.00097780601470916044 0.0016316442615489524 -0.00057241477038992138 -0.00065724532231780752 0.00047618228647014889 0.0019761697994979963 0.00034392045751822253
leaf_count=2867 39192 40914 44528 41505 3104 6054 8680 16683 565 14765 522 9111 20229 9754 38328 97 4468 404 1195 284 314 2007 5289 622 2124 30496 1658 5827 985 9360
internal_value=0 -0.00762878 -0.0202883 0.00403499 0.11274 -0.025721 -0.0170194 -0.0064307 -0.0303347 0.0757527 0.0865114 -0.128484 0.150565 -0.0855562 -0.03473 -0.087015 -0.0910711 0.0642056 0.390442 0.904288 -0.0357405 0.0105277 0.101126 0.233604 0.282756 -0.108872 0.0101156 0.158637 0.23722 -0.0178035
internal_count=361931 313628 287428 202650 26200 146380 140326 131646 106406 56270 25240 48303 23333 84778 105841 49683 49586 8672 1883 688 6789 6475 24718 8035 7413 75024 56158 8470 6812 47688
shrinkage=0.00300432


Tree=738
num_leaves=31
num_cat=0
split_feature=785 263 50 747 56 1362 712 1470 1469 54 543 181 1470 884 671 644 1426 1285 21 830 1357 1469 915 785 726 150 807 317 1323 285
split_gain=332.158 223.077 218.553 135.646 125.797 115.855 114.25 104.432 86.6552 76.4858 75.718 72.6776 69.7699 66.6264 97.0995 63.7648 59.4573 57.8129 57.1625 55.7583 55.0814 54.8828 50.0285 48.9164 48.5785 48.0517 48.016 47.4044 46.3613 44.9349
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -1.3309395413702885 -0.61819632934197222 -0.42445565733332025 1.0000000180025095e-35 1.0000000180025095e-35 -1.1417127449306028 1.0000000180025095e-35 1.0000000180025095e-35 -0.34929633066952553 1.3963709736238232 1.0000000180025095e-35 1.0000000180025095e-35 1.1506748530419184 1.0000000180025095e-35 -1.0942214043934921 -0.40124831324906585 0.58460966528228819 1.0000000180025095e-35 -0.43600242462624522 3.5737384174799574 1.0000000180025095e-35 -0.62532666745510601 -0.49288463013176032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -3 7 8 -1 29 20 21 16 12 -7 14 -8 27 17 -6 -15 22 26 -5 -10 -23 -17 -11 -4 -9 -25 -2
right_child=1 3 5 9 10 11 13 15 19 25 -12 -13 -14 18 -16 24 -18 -19 -20 -21 -22 23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019844837410843769 0.00021722720944607348 -7.8879571527102962e-05 0.00010034961725139856 0.000183237025179576 -2.9563731716924764e-05 0.00011300539913812909 -7.764474849050729e-05 -0.00012517241435801372 -2.3316964350014572e-05 1.0440794710842332e-05 -0.00029015437447197008 -0.0002466885902328833 -0.00011213466641155668 9.7231854517788226e-05 0.00019393205465395333 -0.00014410972132699638 -0.000295693799511142 -0.00019480924882802009 0.00030183127572224578 6.5992283257492373e-05 -4.4642714199010368e-05 -0.00010296599110589072 -0.00012911676306155031 -0.00019025026660603092 -0.00034770858920843352 0.00017242591391253875 -0.00077068196830979861 -0.00028913759486690613 0.00024710163559401015 -0.00014330809401193049
leaf_count=3225 1780 30274 19087 2587 31426 4007 6724 17768 21705 6186 7098 12650 41177 5906 5997 5650 3975 8644 7707 7688 12191 10814 28339 945 29279 14269 181 10691 2025 1936
internal_value=0 -0.0953054 -0.127148 0.00764062 -0.207764 -0.0749878 0.131456 -0.287014 -0.0291428 0.084569 -0.130022 -0.155067 -0.116507 0.172696 0.0686973 -0.317343 -0.100077 -0.07716 0.271996 -0.0797859 0.0561207 -0.018446 -0.106602 -0.0709861 -0.400682 0.163145 0.120805 -0.23493 0.160872 0.0535424
internal_count=361931 332372 265272 67100 118247 147025 29559 67104 89191 36826 51143 57834 45184 26334 12721 63388 44045 40070 13613 57732 31459 16371 50044 13784 34929 20455 19268 28459 2970 3716
shrinkage=0.000773033


Tree=739
num_leaves=31
num_cat=0
split_feature=470 602 959 1367 789 626 784 869 951 781 945 294 981 1033 1464 1359 381 1002 785 45 728 508 928 761 917 21 503 899 710 804
split_gain=105.808 172.723 89.5782 89.8189 83.318 86.4293 73.0056 70.8974 65.6453 57.9984 57.8312 55.7175 54.9579 53.615 52.1683 48.3844 46.7509 46.4369 45.6691 45.3125 42.6437 54.6698 47.2823 42.4334 41.0426 40.9608 40.3258 40.1693 59.702 39.9248
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2907225086880219 0.61047007421192445 1.1248358748350926 -0.34965070266696835 0.9594655836162902 -0.57653763495970078 0.4454315257619969 1.0000000180025095e-35 1.9181452473571214 0.34538474674390146 1.4412024317739813 1.0000000180025095e-35 1.5993600128483978 1.0000000180025095e-35 1.0000000180025095e-35 0.69854289147193727 -0.86283290253235112 -0.4851739300165801 -0.49008176997875957 0.93928964529742032 -0.52992354128753727 1.4338014650102133 4.3127385003387806 -0.32341995197817647 2.6210281118337249 0.58011062627609078 1.5115140669602134 1.3537602816678871
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 14 8 17 29 13 11 18 16 -9 15 -2 24 -7 -3 -10 21 -20 23 -22 -6 -11 -26 28 -8 -4
right_child=4 10 3 -5 12 7 27 9 19 25 -12 -13 -14 -15 -16 -17 -18 -19 20 -21 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0010693511601647027 -2.1252796024733159e-05 0.00057700792880916081 -0.00092526712856225819 0.00020712930293556082 -0.00019469756169817297 0.00061957633594721237 -0.00054326632605920192 0.00011041370574559479 -0.00064791492436803869 0.00018066542676108339 -0.00074371747016360962 -0.000297945155696189 0.00043144226383120513 0.0005416408495846944 0.00051941464335406506 -0.00038329589896292696 -0.00070570602807777628 -0.0001776843109658378 0.00015336510797550102 5.7804559399711643e-06 0.00010579913631628533 0.00113137632325268 -0.00017186806297487666 0.0010094013563429712 -0.00040496058019829593 -0.00024333727103613596 0.0078581772675372797 0.00056827524326649335 0.0013458805029838035 -5.6594924487512362e-05
leaf_count=15182 43862 5469 25397 9155 18052 15403 5995 31386 9233 13229 4252 17953 3064 12941 4249 19479 8773 2632 9369 9346 15129 2224 33588 1924 51 18198 33 3270 744 2349
internal_value=0 -0.0663731 -0.15979 -0.127638 0.0114041 0.0302419 -0.169621 0.0705971 -0.215014 0.0413562 -0.00503499 0.00681178 -0.0947355 0.0909489 -0.030276 -0.0469369 -0.12928 0.184794 0.0343022 -0.108362 0.0160734 0.131537 -0.0128167 0.0790309 -0.0642489 -0.0278303 1.4611 0.0151134 -0.10563 -0.303085
internal_count=361931 170579 80671 65489 191352 161379 56334 93789 46325 75754 89908 85656 29973 44327 67590 63341 26909 18035 67703 18579 62234 11593 50641 17053 18136 31427 84 10009 6739 27746
shrinkage=0.0027211


Tree=740
num_leaves=31
num_cat=0
split_feature=785 728 871 125 50 728 388 72 56 878 578 561 647 590 693 519 911 1107 1458 487 846 982 1361 1022 50 1465 1467 382 630 125
split_gain=320.14 237.71 180.398 126.997 118.972 118.829 90.8001 90.3219 73.5497 72.2645 70.9038 70.0198 68.7792 174.272 68.0041 66.8186 77.153 62.871 62.4707 59.8705 59.7635 57.5078 53.3486 71.676 50.0301 49.8682 50.5749 49.3223 48.467 47.9742
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.78513032087958678 1.0000000180025095e-35 1.6473864309851525 -0.87905496296652397 0.12564049042834405 -0.87782724458594241 0.58895901036483078 -0.60642536953554294 2.1420547332082829 1.3284833505957887 -1.3538140519341206 -0.44527173597200392 1.6304501485392697 -0.53268848306471728 3.5955928533842081 1.0000000180025095e-35 1.0000000180025095e-35 1.4829784501753427 3.116712650924125 0.5258453444190252 1.0000000180025095e-35 0.23574602101832404 0.58518330826110332
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 12 -2 18 14 -7 25 13 -3 -5 -16 27 -12 -9 -4 28 -8 23 -19 29 26 -6 -17 -14 -22
right_child=1 6 19 9 11 10 21 8 -10 -11 17 -13 20 -15 15 16 -18 22 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001931941170338841 -0.0002432979577278506 -0.00012581355015349634 -0.00012765300732033925 -5.059432406235388e-05 -8.0664711096962406e-06 0.00034634147728593257 -0.00028300707405216462 -0.00025582513592239183 -5.4747401837626854e-06 -0.00017963242268848858 -0.00026585716902175746 -7.2555203643765953e-05 -9.8059068802772999e-06 0.00057388084569234637 6.2991089701231666e-05 0.00045079744983924806 -8.7630708854861405e-05 -9.427651511111681e-05 -7.6861941114079104e-05 -0.00038238183590343252 -0.00022725705803406014 0.00085247710597765019 0.00019756867042269977 0.00016408564443714689 -9.7725474783761437e-07 0.00037998216464672383 0.00011278229802705336 0.00015345189521740756 -0.00018271347313449757 -9.1160180233773355e-05
leaf_count=3396 14593 3918 42431 9666 37969 3407 20171 10523 20632 2967 1111 29435 15519 1190 24225 2769 1292 4939 18284 3878 36796 124 11157 5549 4213 859 10690 2224 8157 9847
internal_value=0 -0.0906439 -0.055829 -0.0287842 -0.061685 0.131933 -0.190965 -0.138073 -0.0964466 0.063263 0.175516 -0.0112698 -0.158905 0.0852661 0.0853997 0.129283 0.304952 0.134918 -0.179244 -0.187849 -0.178159 -0.352491 0.158458 0.0551323 -0.22475 0.0342868 0.0251941 0.413311 -0.0835677 -0.249388
internal_count=361931 332372 232437 186128 142985 29559 99935 64032 49439 43143 26163 78953 79640 5108 40176 30510 6285 22756 28807 46309 74532 20295 21645 10488 50856 49518 48659 4993 23676 46643
shrinkage=0.000773033


Tree=741
num_leaves=31
num_cat=0
split_feature=785 871 728 203 712 852 1469 1431 1237 1097 831 667 1436 1361 1160 1361 921 723 651 1463 1463 125 1216 564 478 1454 21 557 1375 1116
split_gain=310.833 224.769 184.81 130.299 114.057 113.019 101.316 81.3891 65.2538 64.6705 68.2981 64.4443 62.8339 122.562 60.0504 62.5633 57.9459 57.2728 55.8767 54.7925 52.7177 52.1322 50.5945 51.1289 55.0948 50.3871 48.9571 48.512 47.4942 46.9925
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3520813746060025 -0.63779424894106762 1.0747610123934368 -1.161100960392466 1.0099929608726099 1.4298092310842805 -0.64966988391888181 1.5439492150636704 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.4506528527885358 0.093599294775546141 1.0000000180025095e-35 2.3855481443271001 -0.76716083499052323 0.9693631818288021 3.8331818028246452 -0.13431221002227373 3.2851109509259637 -0.27377523386692942 -1.0477340759045499
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 26 12 14 19 22 20 13 -8 15 -6 28 -18 -14 -3 -4 27 23 -11 -25 -15 29 -5 -7 -2
right_child=1 9 11 21 8 16 7 -9 -10 10 -12 -13 18 25 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017556826263569401 -0.00012758814928843018 -0.00024451040929646855 -0.00011294063454182875 -0.00019818337732777983 -3.4965101861920281e-05 9.857116551210912e-05 -0.00016093282260823963 -0.00013176123027027744 -0.00013113850394593993 -0.00022485500071025107 0.00010854189021179885 -0.00017469584099080265 4.5669250348938146e-05 -8.5325514706593692e-06 0.00020536369574599586 0.00016524741788233996 -0.00010009853820982301 0.00029846525213412373 -4.3864174067718321e-05 5.2402724259117216e-05 -6.0518711890552308e-06 -5.8291694503760912e-05 -0.00026057256789349957 -4.4798224951876314e-05 -0.0002855038863444747 0.00050090052547764575 2.5088935508297767e-06 0.00051048849369258391 -6.8908662988584793e-05 0.00020060014307175455
leaf_count=3225 1006 24153 34115 15633 5749 11407 19868 17156 1892 7873 2809 28774 34557 24145 12624 6069 823 3638 21656 1945 16309 17665 6775 20346 3145 315 6660 234 4740 6625
internal_value=0 -0.0871672 -0.0610878 -0.0274462 0.132123 -0.0039387 -0.0271062 -0.048432 0.173285 -0.214057 -0.161442 -0.15859 -0.0272502 -0.0898102 0.201018 0.0990808 0.133209 0.330593 0.0158016 -0.320201 -0.1121 -0.159768 -0.189047 -0.151791 -0.102996 -0.000708134 0.129019 -0.26999 0.0760977 0.235805
internal_count=361931 332372 265326 186128 29559 152596 131988 117697 26334 67046 40948 79198 100541 44328 24442 11818 20608 4461 56213 26098 50424 33532 38139 31364 23491 24460 14291 15867 16147 7631
shrinkage=0.000686431


Tree=742
num_leaves=31
num_cat=0
split_feature=1442 683 1168 705 1450 1361 1022 1430 1091 1454 596 1464 1449 1465 1456 21 1464 1449 1453 804 1290 702 1454 227 1398 561 1036 1455 12 456
split_gain=107.379 116.617 113.193 87.3042 81.7825 78.1151 77.1581 73.3568 83.0338 65.5958 65.2362 62.9827 61.1622 66.5716 59.3681 58.0788 54.1619 53.7348 67.0546 53.4139 52.3042 51.5135 51.4315 49.1288 48.104 48.0276 48.0183 47.7096 46.7587 46.2702
threshold=-1.2625182715263061 -1.3831318875547542 -0.28919238636343836 1.3055253477929336 -0.34557539116087493 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.46457600248903658 0.85969605735913768 1.8829436135215958 1.0869982917406198 -0.48237602115329431 1.0000000180025095e-35 -0.89074317784588486 -0.34821093172591422 -0.351202439492452 0.56824715093290779 2.2521318533151415 1.8124611990991408 1.3016589933105984 -0.84722408107669478 -0.34743561835782361 -0.37219952853873967 -0.24691644827179673 -0.29188601114993928 0.46304910557563933 -0.23523793939496782 0.48402270954876397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 24 3 4 10 6 -1 8 -4 12 21 19 13 16 15 27 -6 18 -15 -11 25 -3 -19 -8 -2 -9 -18 -7 -17 -16
right_child=1 2 7 -5 9 14 23 20 -10 11 -12 -13 -14 17 29 28 26 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012692805522117776 -0.00014173524789986739 -8.14058353534489e-05 -0.00075736862939219018 0.00070825127778006123 -0.00038206060369392621 0.00010471047822651841 7.9494133205571988e-05 0.00027375600535518055 -0.0001183374993852411 -0.00030404934946801185 0.00038037131616706985 0.00096477981115122423 0.00108998826440856 0.00054300286219988181 -0.00094801124469431268 -0.00040400462385644737 0.00084820260776343392 -0.0014958961391452266 0.0016232677932932315 0.0013245602681881926 -0.00085575243316459478 -0.00064857407242740453 0.00030859743511305981 -0.00074812397588516918 -0.00070755179829553358 -0.00015371132842259989 -0.0002014411235217977 0.0012382382680401931 0.00018934378657816392 0.00025117257592894074
leaf_count=14689 18353 40569 21565 11532 9541 6230 7551 26032 24736 15775 10890 2120 4755 11223 7906 19212 4354 867 3140 841 3450 9546 13914 9757 20105 23712 3789 2580 10869 2328
internal_value=0 -0.00314273 0.0122048 0.0491136 0.0333438 -0.101513 -0.211041 -0.0467409 -0.116123 0.0815936 -0.0244615 -0.0225464 0.121005 0.0971222 -0.0495092 -0.00982526 -0.0080154 0.157639 0.248006 -0.0666913 0.00603511 -0.0584762 0.0680947 -0.117627 -0.133841 0.0227844 0.118705 0.153703 -0.057439 -0.210386
internal_count=361931 280809 242351 142856 131324 81122 31997 99495 46301 70319 61005 18736 51583 46828 49125 38891 17684 29144 14363 16616 53194 50115 14781 17308 38458 49744 8143 8810 30081 10234
shrinkage=0.0031882


Tree=743
num_leaves=31
num_cat=0
split_feature=785 728 871 784 1022 1016 727 921 595 959 683 788 322 727 21 746 970 487 706 815 692 971 1428 1398 981 1450 766 794 340 1456
split_gain=364.056 241.48 172.393 130.178 119.274 134.166 113.321 104.263 84.2285 84.0705 71.6364 90.9021 70.7868 70.7671 67.0978 66.8783 65.1635 60.45 60.1132 58.7801 76.6092 57.042 54.8461 52.6082 50.636 49.7603 48.4957 48.2198 48.1922 48.0819
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.98621059485438678 -1.3831318875547542 0.38349571241217301 1.4725277493311824 -1.5722412400100421 -3.9164670491403295 1.0000000180025095e-35 -0.25012360103839287 1.6304501485392697 0.62672487627420737 0.67237773758774566 -1.1886496528841197 -0.8891902375834092 1.0000000180025095e-35 -0.40977230773944029 1.9803212314877492 0.75277923109729128 -1.695011218147956 -0.55929652627125603 1.3931997016493665 3.742879312526544
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 9 18 -5 12 -2 -6 24 14 -9 -3 25 26 -4 -1 -13 -21 -8 27 -18 -12 29 -16 -7 -23 -11
right_child=1 8 17 7 10 22 21 13 -10 15 11 19 -14 -15 16 -17 23 -19 -20 20 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010895069402114763 -0.0003556510735753045 0.00065650052940582839 -0.0001076898941110418 1.4169269008638061e-05 -9.3739868834143768e-05 6.5051596999365848e-05 -7.4668547524352311e-05 -0.00011391833923689071 -0.00022854914732943032 -0.00021810534413345929 -2.8983424281906873e-05 2.9618481929340873e-05 -0.00026686511511343639 0.0002521621949681433 0.00033905569420167146 9.5157163134222379e-06 -7.4362398455335503e-05 -0.00032154112274375825 7.3966497327366832e-05 -0.00028509354375735375 0.00022277921664070653 0.00020647191364204411 -0.00012296091569565234 -0.00019342229422847709 0.00015914237695279805 1.2865623347027761e-06 -6.220983949365184e-05 -5.1271693040059088e-05 -9.9624035784814382e-05 0.00035028579566116986
leaf_count=5567 7008 174 42431 28222 16532 10927 1561 1086 20323 17714 46419 10922 7036 5473 547 4463 14410 3878 6984 567 5895 14510 9808 21629 2345 2887 35816 15559 937 301
internal_value=0 -0.0954449 -0.0603697 -0.0339515 -0.0616035 -0.133015 0.141532 0.0781273 -0.196402 -0.253727 -0.0120289 0.0150783 -0.165878 0.301229 -0.146384 -0.202324 -0.150619 -0.189307 -0.00243828 0.138134 0.282707 0.251408 -0.052505 -0.223757 -0.0296455 -0.267796 -0.0850704 -0.00437237 0.289679 -0.318807
internal_count=361931 332372 232437 186128 151347 68667 29559 34781 99935 32373 82680 66148 79612 6559 72576 25365 72402 46309 12551 17384 6462 17008 36294 36039 48764 20902 36363 26486 15447 18015
shrinkage=0.000646839


Tree=744
num_leaves=31
num_cat=0
split_feature=125 50 1081 62 21 56 257 858 1092 471 953 126 392 197 691 819 800 1465 1464 1461 1022 1456 1466 1457 629 126 844 1463 1449 1450
split_gain=106.994 130.318 122.136 77.8136 76.3457 75.9277 80.7899 71.1895 62.3522 73.8496 57.3182 54.6817 54.5705 52.8784 52.375 51.5663 51.0067 49.8862 58.8333 47.0481 46.4409 44.4813 43.6193 41.949 41.7026 41.92 41.0125 39.9095 43.1031 39.7311
threshold=1.5320262332576917 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -2.7818205974049124 1.0000000180025095e-35 1.0000000180025095e-35 1.0825608069246189 2.9499917481720264 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.52324844451863972 1.7525974049969186 0.2037784513890821 1.0000000180025095e-35 -0.57812715656594349 0.69090217447751956 -0.074891043096876886 3.2413757995883876 0.67527595557081987 1.9815654246374563 2.2763907064872897 1.0203820222838902 1.4991568987363744 0.70880289725806289 3.2611025658932777 0.94170239728407068 4.2566774641956151 4.1029843513846318
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 13 8 9 -2 -5 17 14 20 16 19 -3 18 21 -6 27 23 -8 -7 25 -18 -14 28 -1 -29
right_child=7 12 3 10 15 11 22 -9 -10 -11 -12 -13 26 -15 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00050136553119669658 4.7393743378192917e-05 0.00051612468025165575 0.0022121438734227961 -0.00039691823086971734 -0.00052044090448150645 -0.00045194648010841055 -2.9518474486074937e-05 -0.00042499773300098162 -0.0010365278021419813 0.00063444874239976246 -1.2980060164565247e-05 0.00018854911679774347 0.00036499736175787576 -0.0011749169300386314 -0.00019591364525101235 -0.0011632256175116535 3.7387296693835237e-05 0.00031106057142161661 0.00011115012006021987 0.00087521275945963537 8.9497286855020234e-05 0.0006850307209208561 0.0010292627323542332 0.00028097626780569857 -0.00041439359106168792 0.00056070230518376969 0.0035310117038752204 4.6133521369977356e-05 0.0024099200421490133 0.0038232707793017925
leaf_count=34434 9815 7382 235 26279 34835 22485 28162 3479 722 12760 24781 36050 13840 3669 20450 6743 28060 7365 14486 773 6986 1220 984 2469 4568 4397 106 4189 139 68
internal_value=0 -0.0338987 -0.0608395 -0.132664 -0.218782 -0.0253712 -0.0811023 0.101288 0.141734 0.161528 -0.0756528 0.0170781 0.0400538 -0.148356 0.0136007 -0.229615 0.0530275 -0.0334304 -0.0651616 -0.195585 -0.127735 -0.130113 0.00546692 -0.151199 0.0204913 0.0471341 0.158165 -0.166262 -0.196423 0.0561084
internal_count=361931 335155 256352 93646 42586 162706 78631 26776 23297 22575 51060 84075 78803 49485 64857 42351 44407 48025 40660 35608 45816 26174 29146 24954 37025 32457 13946 38830 34573 4257
shrinkage=0.00246459


Tree=745
num_leaves=31
num_cat=0
split_feature=785 728 871 784 727 519 714 921 1235 588 595 727 561 21 970 706 971 1470 487 382 784 564 340 830 188 608 194 927 1398 21
split_gain=307.633 199.26 151.045 120.284 116.183 104.505 108.751 103.259 88.8701 84.42 72.594 72.4065 68.4615 62.7496 60.32 59.8465 59.2416 54.6398 53.0125 51.4959 54.0246 50.6326 50.4358 49.7672 48.9121 54.2038 48.8933 48.695 48.6437 48.5801
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0525743831388839 -0.94625487755706195 0.71188872395471614 1.0000000180025095e-35 -1.5722412400100421 0.060847979350058673 -3.9164670491403295 -0.25012360103839287 0.62672487627420737 -0.8891902375834092 -1.1535394197080833 1.6304501485392697 1.0000000180025095e-35 1.0000000180025095e-35 1.9546110090380651 1.3931997016493665 1.6405209124780595 1.0000000180025095e-35 1.0000000180025095e-35 1.5271592296785539 1.0483613175537825 -0.40977230773944029 -0.32341995197817647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 15 8 -7 -5 17 19 13 -9 29 -3 -15 -1 -6 -2 -4 20 -8 27 24 -13 25 -18 -14 -17 -16 -10
right_child=1 10 18 7 16 6 9 11 12 -11 -12 23 26 14 28 21 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00024815958067214065 -7.5216221076176781e-05 0.00055745434207718015 -0.00023258435693976101 -0.00010682399621705574 -0.00021601562947889038 -0.00031003378388036202 0.0002374272682135669 -0.00025063469714420539 -6.6676642651788403e-05 0.00031345121267323223 -0.00035091808326596766 0.00010447821203665 -0.00022024807334150202 -0.00018934804235717513 -0.00020929031837239358 -0.00013844155629661354 -9.8763704345078914e-05 -0.00026529699602466643 -0.00044893475863251115 -0.00016232126179731188 -0.00011415858938371749 0.00027478171253273907 -0.00024148491776400887 0.00048890172972518233 0.00020997986227704995 0.00015632291613951643 1.0651469958197961e-06 0.00025895446345949213 -0.0003283368564993436 -0.00015344075726089729
leaf_count=5567 3955 200 42431 28222 1561 2328 2045 1086 21019 1834 20323 4619 35947 39488 15963 5356 3486 34741 3878 3181 1525 906 937 854 6893 4131 2088 722 23961 42684
internal_value=0 -0.255403 -0.223754 -0.199102 -0.0350052 -0.225044 -0.0414622 -0.0923587 -0.241334 0.0579362 -0.343368 0.131608 -0.21144 -0.315664 -0.319343 -0.179096 0.0810463 -0.333955 -0.340158 -0.0422618 0.117694 -0.0595948 0.121815 0.223476 0.153846 0.0416755 -0.282545 -0.124652 -0.383911 -0.17176
internal_count=361931 332372 232437 186128 29559 151347 10913 34781 140434 8585 99935 6559 101738 79612 79412 12551 17008 38696 46309 6751 3570 6984 15447 5473 14510 7617 38035 6078 39924 63703
shrinkage=0.000728446


Tree=746
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 602 728 921 784 878 595 549 1160 1361 727 647 590 846 1466 539 730 934 660 879 1452 1429 783 1223 630 214
split_gain=295.543 235.703 157.379 139.944 133.229 158.966 118.45 110.508 108.513 88.9957 78.8251 70.3741 70.2846 76.0026 69.7671 68.5339 166.002 62.8912 62.5759 56.8514 56.0898 63.6662 54.0569 53.5912 53.196 53.1565 52.9497 51.3531 49.0367 48.7318
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3900695809707992 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 0.57156622312866312 0.6695026854463163 -0.33215574005720661 1.0000000180025095e-35 0.26872683687560334 1.0000000180025095e-35 0.91361512331551464 1.0000000180025095e-35 1.1155635910225459 1.0000000180025095e-35 0.17545058997979482 1.1973649574072047
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 25 -1 20 11 -10 15 -6 13 -8 -9 16 -3 28 -7 27 26 22 -22 -24 -20 -2 -5 -13 -17 -21
right_child=1 10 -4 7 8 18 12 14 9 -11 -12 19 -14 -15 -16 17 -18 -19 24 29 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018400123233717802 -0.00014392301571325024 -0.00011395341434101202 -0.00015931333218921788 7.6729629049360551e-05 -0.000104760367429843 -7.1040384789205433e-05 -7.6264496744016716e-05 -0.00011640321213339043 5.3121398734155049e-06 -0.00013345799011586795 -0.00024406699896515398 -5.7377137850903316e-05 0.00018457905153920355 0.00014244581654636578 0.00026180314009764731 -1.047132243251984e-05 0.00050622311477338555 -0.00016372653573482401 1.0843992571545051e-05 0.00013532257855772371 9.9993431549318961e-05 -4.0965396023113098e-05 0.00062229030116734178 0.00010961358421376147 0.00031010807273629297 -0.00028684872224247766 -7.3950697701674885e-05 6.5844907453230453e-05 -0.00016449106021605432 -0.00012352114703310902
leaf_count=3396 20984 3957 31093 7155 8496 32649 6104 1187 16662 21606 20323 13377 13520 6539 5949 15051 1188 50687 5233 14557 2834 3316 978 739 1461 12699 15834 14023 8729 1605
internal_value=0 -0.0965939 -0.0618765 -0.0430566 -0.0707772 -0.145118 0.117458 0.0683153 -0.0214002 -0.103928 -0.196373 0.0388889 0.161172 0.0538327 0.289292 -0.166888 0.0763869 -0.186035 -0.0617697 0.0685105 0.0129585 0.162057 0.316414 0.599466 0.115953 -0.276782 -0.0391158 0.0108295 -0.0895897 0.159006
internal_count=361931 332372 232437 201344 163352 73026 29559 37992 90326 38268 99935 52058 26163 12643 7136 79612 5145 74467 39343 43562 30856 7867 4551 1717 6694 33683 22989 27400 23780 16162
shrinkage=0.000700159


Tree=747
num_leaves=31
num_cat=0
split_feature=785 1309 545 1442 727 470 50 705 921 761 21 947 884 519 728 664 728 1449 21 194 547 1168 982 464 706 1445 852 792 932 971
split_gain=338.236 226.995 167.473 142.874 128.069 115.693 105.451 93.8412 89.8909 88.1416 88.0131 83.1121 128.416 70.8702 100.518 77.6215 68.9213 75.7431 61.5023 61.1717 60.4331 60.0976 75.614 59.7672 58.8612 57.8514 56.4943 54.5272 53.4725 50.973
threshold=-0.86283290253235112 1.0000000180025095e-35 -1.0372938969678034 -1.2625182715263061 1.0000000180025095e-35 0.66595742291584703 1.0000000180025095e-35 0.62026487867602198 1.0525743831388839 1.5021234709567175 -2.9709283393608152 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -0.49008176997875957 0.79506610846124859 -0.70163543588998201 1.0000000180025095e-35 1.4078093546699517 0.56478982777245867 3.0854258727671673 1.0000000180025095e-35 0.82104289547369691 1.6380901172106308 -0.22706799479215015 1.0000000180025095e-35 1.0000000180025095e-35 -0.8891902375834092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 25 24 6 16 -7 13 -10 -2 12 -12 14 -3 -16 28 19 -13 23 29 22 26 -18 -1 -4 -8 -9 -5 -6
right_child=1 8 3 5 20 7 21 27 9 -11 11 18 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011718512675310309 0.00061711378471212565 6.5745470838855807e-05 -0.00012483250011797675 9.2457173123875369e-05 -6.7913377527830434e-05 -4.0390418595424664e-05 -9.013484160284323e-05 0.00026327964307268256 3.9764197678820525e-05 0.00033919421408368705 -0.00042124093545436141 -5.1066695640568188e-05 -0.00016704213085222104 0.0001051003880635476 -5.0433921591791355e-05 -0.00020159929693382817 -0.00031539643399225865 9.1459271072120371e-06 -0.0001837676477700263 -0.00012810556420936683 -0.00015824479389129739 -0.00013244622828790644 0.00057104755331018021 -7.174075443966699e-05 7.5752995402580473e-05 -0.00026908870995882779 2.2929288712266202e-05 5.3729424769013894e-05 -0.00015215165975694379 0.00021776922220704048
leaf_count=6473 247 13304 22346 4806 1368 16534 15305 3534 11464 2253 14447 15162 16966 6283 53908 10331 17418 5261 23294 15301 1040 12628 422 3409 6078 12458 25386 6297 3608 14600
internal_value=0 -0.101893 -0.142382 -0.107253 0.126485 -0.0764605 -0.112374 0.0390273 -0.0199129 0.130917 -0.246525 -0.253283 -0.36257 -0.046273 -0.0650243 -0.101026 -0.193026 -0.235575 -0.187026 -0.276685 0.243323 -0.0509238 -0.0149248 -0.379333 -0.0265114 -0.242801 -0.0244272 0.185669 -0.0169835 0.27502
internal_count=361931 332372 234829 164713 29559 129909 103544 26365 97543 13717 70116 69869 31413 83826 77543 64239 49803 41389 38456 36128 17008 53741 41113 20827 12551 34804 40691 9831 8414 15968
shrinkage=0.000700159


Tree=748
num_leaves=31
num_cat=0
split_feature=1147 785 729 784 1022 1016 990 705 890 954 21 767 426 21 746 1154 852 1429 1359 943 838 693 1249 719 276 566 746 615 710 1398
split_gain=110.974 102.833 87.7546 85.2463 67.1005 92.5506 62.3652 61.8509 60.8001 59.0623 57.3612 48.569 47.8269 47.136 46.9677 50.7586 46.479 46.0559 42.3201 41.9447 41.8046 41.6154 41.6361 37.6275 37.5429 36.9587 36.9055 36.2646 36.1744 36.174
threshold=1.0000000180025095e-35 -0.86283290253235112 0.75637635299260908 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.09266583130301 0.024944846130704988 -1.3230736206490437 0.98873640907070304 -0.70163543588998201 1.2728766368511575 -0.94658132897416947 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 1.13172262110474 1.0000000180025095e-35 1.4693784537238983 -0.84650980982357515 -0.23530103484087705 -0.14307120780789009 -1.5042199147372537 -0.83235937337776222 2.2401583428922476 1.0000000180025095e-35 -0.59108387774323179 1.1870562211658833 -0.42104414149965047
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 8 16 -1 -3 19 21 12 -12 -2 15 -15 -5 26 -7 29 -14 22 -6 -13 -16 -22 -10 -23 -27 -4
right_child=13 2 9 6 10 18 -8 -9 17 -11 11 23 20 14 24 -17 -18 -19 -20 -21 25 27 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-6.0905801153205436e-05 0.0030788359119752967 -0.0016362869108556628 -9.3024279282869721e-05 5.0940258724037898e-05 0.00045951031985281914 0.00011257845788066804 0.00094910359526716149 0.00063995547425659124 -0.00054352736654387135 0.00042432406953055927 -0.00062735817563880087 0.0017929584414857077 0.00049028445708206698 -0.00099674210029031414 -0.00066712180395439005 -0.00034423399233724129 0.00076533293117723913 -0.0015540365563452793 -0.000430090804987784 -0.0010155399493295394 -6.6913807207129753e-05 0.00012315034019640906 -0.00048075911716832548 -0.00059005174729625447 -8.1668958480564697e-05 0.0010048150754793711 0.00017992536039050818 0.00094464069767661598 -0.00096408887499828432 -0.00045168292174116843
leaf_count=8762 148 5524 28515 24132 4963 25866 5469 16169 19612 5415 5478 264 8958 17115 8449 17456 4791 2579 9879 6979 34910 3975 4698 8725 28272 2325 4119 6979 498 40907
internal_value=0 -0.00907953 -0.0225784 0.00153525 -0.0215519 -0.0772618 0.094201 0.118127 -0.182898 -0.0897961 0.016207 -0.0143439 0.00929448 -0.114004 -0.11767 -0.18957 0.054499 -0.145277 -0.00927252 -0.108553 0.0283043 0.114961 0.00769635 -0.155846 -0.0635878 -0.00171208 -0.114611 0.201328 0.212782 -0.092924
internal_count=361931 290491 265560 183744 149352 67579 34392 24931 31834 81816 81773 61158 52169 71440 71292 34571 28923 26310 35745 76401 46691 20615 9661 8989 36721 37733 23731 10954 2823 69422
shrinkage=0.00325197


Tree=749
num_leaves=31
num_cat=0
split_feature=785 181 728 852 712 784 921 1022 1430 1447 578 962 263 524 470 12 1469 689 188 716 728 1292 815 1458 1469 497 1392 1223 1436 816
split_gain=366.805 252.458 183.195 139.128 124.284 102.148 86.277 80.0452 82.7319 76.9513 74.1171 68.3823 66.9424 66.5943 64.5933 62.5737 62.2183 62.1031 61.0914 58.3387 55.1358 54.3053 61.4524 49.9913 49.4931 47.3764 46.7368 46.7278 45.6352 45.9218
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 -0.63779424894106762 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.74484333252909696 -0.87905496296652397 0.78457125397875782 1.6445160113075163 1.0000000180025095e-35 1.0000000180025095e-35 -0.34484620501756957 -1.3184646215665221 -0.4288425582216272 1.0000000180025095e-35 0.39849607246918939 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.24391125146464598 -1.2201123333327371 3.0589865121061197 -0.60057727770991443 1.0000000180025095e-35 1.0000000180025095e-35 6.0906794990390116
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 -1 7 -7 8 16 13 -6 21 18 23 24 -9 -5 -16 20 -8 -3 22 -12 -2 -4 -19 -10 -26 29 -18
right_child=1 12 14 5 10 6 19 15 26 -11 11 -13 -14 -15 17 -17 28 25 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00020296303667511364 -0.0001085961153864385 -0.00010057001540587514 6.6974993209073145e-05 0.0002249621914602607 0.00034522302202817006 4.7850417516754701e-05 0.00035289845814768606 -4.2515418488350224e-05 -0.00012923238782266202 3.5205821000179685e-05 -7.5576356995956948e-05 -6.9577548244124349e-05 5.1889930246388333e-05 -0.00018724946742835482 1.4906283884132933e-05 6.9773083496035157e-05 -0.00025320655644921132 -0.00013834095726027591 -0.00014399120913824172 -0.00015811224189423611 -0.00029960398329009226 0.00022684889207094333 0.00017441760154381284 1.5849644601312523e-05 -0.0002916283183345441 0.00033490735162957096 2.9484265432174617e-05 -0.00015161600659628418 -4.5402233791854193e-05 0.00057832909769931927
leaf_count=3225 29734 6183 2063 866 3439 16429 3752 20634 6710 10235 4139 4332 3060 22580 11184 26012 14400 28721 35688 596 24889 9355 5069 11379 16597 487 16128 19403 4511 131
internal_value=0 -0.101843 -0.073421 -0.0397107 0.136061 0.00541761 0.131759 -0.0258456 -0.0962813 -0.113792 0.179043 0.137614 -0.231763 -0.144273 -0.170296 0.028971 -0.212234 -0.112657 -0.249932 0.376845 -0.338011 0.190579 0.0813523 -0.0953312 -0.247683 -0.169205 -0.0176425 -0.271507 -0.245567 -0.316993
internal_count=361931 332372 262552 184097 29559 110169 20777 89392 42746 73928 26334 22895 69820 63693 78455 46646 19908 40392 66760 4348 31072 18563 9208 41113 38063 29208 22838 36000 19042 14531
shrinkage=0.000757875


Tree=750
num_leaves=31
num_cat=0
split_feature=134 785 652 1357 728 546 590 647 647 734 727 712 965 679 691 492 168 12 588 1120 1430 706 852 829 591 762 1019 639 614 729
split_gain=108.622 106.949 94.7223 79.3865 73.1125 65.1778 61.4535 156.703 83.4011 62.2545 60.7499 54.3788 57.3844 53.8332 53.004 48.4735 48.4268 45.7902 44.4465 44.4312 44.2763 44.0816 42.1813 41.107 49.0003 40.6868 40.6397 39.8852 49.9624 39.7973
threshold=1.6445699455742113 -0.86283290253235112 -0.55024281929118113 1.3962008022525787 1.0000000180025095e-35 -0.60246384342380399 0.58895901036483078 -0.87782724458594241 -0.87782724458594241 3.0820683777490774 1.0000000180025095e-35 1.0000000180025095e-35 0.10980254379742337 -0.56041393223308222 1.39509905012052 -0.59344703431401602 -0.5069227109489135 -0.42788276988317697 2.250834115212506 -1.1266822034814223 1.0000000180025095e-35 1.5724059030450566 -0.22706799479215015 -0.32671045684057215 -0.73065235057769284 1.7982581218968512 4.1426807193042636 0.13068174997673582 -1.3710115269326899 0.75637635299260908
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 6 4 5 11 8 29 -3 13 21 12 -4 -10 17 16 -2 -7 22 -12 -17 -1 26 -19 -25 -9 -13 28 -15 -8
right_child=15 2 3 -5 -6 14 7 25 9 -11 19 18 -14 27 -16 20 -18 23 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017339585798077108 -0.00053927391152837811 -0.00038907320943647108 0.00050135445227054314 -0.0005884104324714208 -0.00033565121166396225 -6.3765664072129734e-05 0.00095535429059795157 -6.5477420257177891e-05 0.00029576974584066487 0.0012248498774262765 -0.00067453131192365891 -0.00067478520818414192 -0.00032573590265336071 -0.00064730174217701524 -0.00040349162165129274 -0.00090130738062702389 0.00020770074810674651 0.00045889437083585389 0.00049186018735127067 0.00063060170638602015 -0.00034603026716424395 0.00073202539447651946 -0.00022652754237577642 0.0005655336497621743 -0.00011100071240252231 0.0011052788555835499 0.0067652508967707371 -0.00052336882035924665 0.00011096169909475107 0.0021323358496702534
leaf_count=9130 7290 15267 6728 17929 52783 27372 2735 10551 22404 1483 934 13231 5402 4651 8207 14283 9245 16886 1944 14706 17250 1946 25167 4818 14542 1019 25 6797 25835 1371
internal_value=0 -0.0132855 -0.026558 -0.0553642 -0.0422421 -0.0161712 0.0297718 0.148387 0.00354132 0.0394182 0.111479 -0.0750283 0.0505741 0.0274504 0.0251969 -0.141331 -0.0363865 0.044964 -0.114212 0.198461 -0.203899 -0.000988566 -0.132322 0.0928074 0.0242438 0.017939 -0.237239 -0.0266861 0.00633 0.484231
internal_count=361931 313863 287147 195034 177105 124322 92113 15676 76437 61170 26716 52497 12130 59687 71825 48068 16535 63618 40367 15640 31533 11076 38423 36246 19360 11570 13256 37283 30486 4106
shrinkage=0.00277552


Tree=751
num_leaves=31
num_cat=0
split_feature=1431 1371 1458 21 1465 1452 21 1460 1457 1459 1459 1464 1451 1457 1454 1460 1453 1454 1454 1453 1461 1449 21 1464 1451 1459 1454 1458 1463 1463
split_gain=107.297 104.71 92.9885 112.38 98.9905 138.934 95.779 94.1725 90.473 93.3178 110.703 105.052 84.2745 113.814 90.1277 83.3487 82.6191 81.8096 99.4274 98.2457 152.839 86.5776 80.0805 79.5967 120.523 103.232 110.791 114.798 98.4194 99.6015
threshold=1.8641952677858011 1.0000000180025095e-35 0.20667703603638712 -3.2545899522946695 -0.41120921193798426 -0.76841635434299438 -0.70163543588998201 0.74209976395475563 1.5723103033889971 -0.17903548000207106 0.30713341358780527 0.24620065564723229 0.39905032773487564 -0.47781463722300127 2.6579444067051354 0.77863929375092356 0.75031102189492205 -0.90309121467478037 -0.58754815837321106 -0.14756540052680775 -0.029515002558395627 -0.090034800950571897 1.189441983669046 -0.38149579952579343 0.20971383832489085 -0.10950671909720981 -0.90309121467478037 -0.46589091170928792 0.017504712771633606 -0.41760968678764326
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 17 12 9 16 11 -11 23 -14 22 -9 -5 -4 19 -19 21 -21 -15 25 -25 -6 -27 28 29 -28
right_child=-2 -3 6 4 7 -7 -8 15 -10 10 -12 -13 13 14 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0023941670296615991 -0.00059264728199463009 -0.00033327810206729982 -0.0015911547567064143 0.00030075538993564268 -0.00061201631830179221 -0.00035999727791938827 1.6076198757050741e-05 0.0038765487868729648 0.0019551420416757692 -0.0018580484948682351 0.00028999343393030114 0.00082494768497909637 -0.00026052255101216071 0.00051373122437195994 -0.0017635587186799462 0.00036576372501041126 0.0019190343545660833 0.00054345052936440518 0.00033891385730241004 0.0046147599828566368 -0.00049466097269144861 0.0013427032825429907 0.0018454443489418337 8.2151093040893193e-05 -0.00098919155720521117 0.0025285425905927422 0.00054305964658000994 -0.00055755477604848777 0.0014121351369005219 -0.0023377815188941652
leaf_count=487 16755 46286 745 6860 21802 70787 54219 218 957 2497 3561 606 8534 11433 495 17186 1114 2551 23328 675 521 455 1578 52259 4153 665 1423 6717 2408 656
internal_value=0 -0.0175634 -0.00347153 -0.0283489 -0.031141 -0.0908988 0.0576268 0.00707608 0.0956629 0.0516967 -0.143479 -0.467991 -0.0171181 0.102146 0.223377 0.154304 0.209968 0.162482 0.180946 0.504564 0.905827 1.30746 0.258223 -0.0482381 0.00244216 -0.135456 0.0305591 -0.0199385 0.247897 -0.124878
internal_count=361931 345176 298890 216396 215909 86382 82494 129527 15595 14638 6664 3103 112123 22040 13506 17404 7974 28275 27530 4202 1651 1130 13011 90083 56412 33671 11869 11204 4487 2079
shrinkage=0.00266775


Tree=752
num_leaves=31
num_cat=0
split_feature=1235 785 728 852 1223 1229 896 727 1467 692 928 848 661 590 125 703 395 21 921 1470 633 1361 1436 543 791 1176 706 1048 714 843
split_gain=283.993 223.03 170.511 132.652 123.734 164.388 102.064 96.5655 81.6382 81.3086 70.9019 70.7223 67.7854 109.531 66.2644 76.8049 72.8798 64.7311 63.9522 62.2922 61.5861 61.4563 81.1716 60.3801 56.5083 55.1085 54.933 52.8221 52.6295 52.2582
threshold=-0.94625487755706195 -0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.43454379769620094 1.0000000180025095e-35 3.8567296589757825 -0.97604641915355106 -0.52992354128753727 -0.80540838421665562 -0.59275567010655072 0.58895901036483078 1.0000000180025095e-35 -1.6015642574650035 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35 -1.1535394197080833 1.9976441459236287 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.44209439359266522 0.99377002365102085 -1.0627241715616391 1.0000000180025095e-35 1.8966552550280029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 6 5 -1 10 26 17 -5 21 -4 13 -13 16 -16 28 19 24 -6 -15 22 -3 -17 -11 -21 -2 -19 -8 -14
right_child=1 2 11 9 8 -7 14 -9 -10 18 -12 12 29 20 15 23 -18 27 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00034328800862535339 -9.2575521133001078e-05 -0.00012908966710552646 3.2555130797036439e-06 -0.00015811653266378388 0.00019641071529970033 -0.00012127319305144491 -5.7444821494006793e-05 0.00016934508786164957 0.00036572884525342184 -2.4783242803031644e-05 -2.7031310246214965e-05 -0.00010341265043697481 -0.00016912667618488352 3.0529591924844533e-06 -0.00028366220511918163 -6.2370199236853506e-06 -6.4739418082190414e-05 -0.00024434539057328431 0.00020449132325035596 -0.00014727767570981728 0.00053067263554823062 0.00015859483441943873 0.00011222050976081268 -0.00016210171634923617 0.00019021561646164793 1.7440732659515158e-05 0.00011017478971258437 -0.00010080348239500859 -0.0002565974209378846 7.5217077898335821e-05
leaf_count=19063 5747 5492 10242 2532 2232 24409 4741 14496 725 7265 37708 7194 46146 853 2567 40441 21167 7814 7407 8835 869 8404 5564 6005 3247 10461 4021 30849 13442 1993
internal_value=0 -0.0428996 -0.064211 -0.0308351 -0.184744 -0.293945 -0.0539248 0.141904 -0.124478 0.119846 0.012873 -0.164829 -0.197787 -0.0215462 -0.100141 -0.0530011 -0.172077 -0.134566 0.165082 -0.0356369 0.436617 0.111746 0.00668379 -0.0353459 0.0625254 -0.080333 -0.00838792 -0.18939 -0.296237 -0.234106
internal_count=361931 257543 233279 165982 104388 43472 145531 24264 60916 20451 57168 67297 57055 8916 88363 49013 39350 60191 17919 21528 1722 19460 11056 46446 10512 19296 9768 38663 18183 48139
shrinkage=0.000672971


Tree=753
num_leaves=31
num_cat=0
split_feature=785 728 1445 519 784 727 728 921 871 388 578 1469 727 382 1049 647 590 712 253 730 1469 332 464 402 927 854 1304 547 982 200
split_gain=379.037 259.656 158.507 139.243 138.621 132.448 132.267 125.909 90.1295 83.7205 83.0069 77.1869 76.6393 74.3554 74.3812 69.7055 167.041 67.2301 64.5734 62.3953 61.4419 58.503 69.1474 62.0821 58.1494 63.8035 58.0929 55.9625 54.14 54.0881
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 2.1420547332082829 0.9594655836162902 1.0000000180025095e-35 -0.49008176997875957 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -0.99193502463035566 -1.5722412400100421 1.0000000180025095e-35 1.2334500886949249 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.33215574005720661 -1.3263328046252252 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 -0.87473648844905705 -1.2519738572323926 1.4078093546699517 3.5955928533842081 -1.281871280663196
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 8 -5 -1 19 11 15 -8 -2 -9 14 -7 16 -3 24 -13 -6 -17 22 -22 -23 25 -12 -4 -19 -11 -28
right_child=1 9 26 5 7 13 10 12 -10 28 17 18 -14 -15 -16 20 -18 27 -20 -21 21 23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00018933977185212273 4.0423774934627904e-05 -0.0001243262911207194 -0.00019319222781666624 -0.00016250017976162498 -3.9846819276470339e-05 0.00040088672609038561 0.00035104240467113328 -0.00016124829354621792 -0.00015125423185703601 -0.00027106761550321084 0.00034772494163234783 -3.3861459375345238e-05 0.00030886899018594578 6.4726886803233036e-05 -1.8820563837551782e-05 0.00050159605894902815 0.00052039867399205025 0.00019109000218961306 -0.00012571644689166796 0.00013821507121093555 -0.00030743510136956465 -0.00015277310521874009 -0.00014041288863725327 -1.8268198061068413e-05 0.00032647013600846782 -9.4559189529402034e-05 -0.00021703141558336833 -0.00016581656518389144 0.00076104642463150024 -5.5461277362057214e-05
leaf_count=3396 19695 3918 23741 2776 18066 3957 3407 890 24897 20171 723 56145 4958 4492 1051 322 1190 13798 28467 5797 15974 25765 19563 12908 935 6278 7813 1022 124 29692
internal_value=0 -0.0994652 -0.0630034 -0.0325913 -0.0506001 0.165632 0.142491 0.0742489 -0.0816512 -0.204019 0.188432 -0.056669 0.331633 0.270519 0.43051 -0.173322 0.0723936 0.144386 -0.0854664 0.00556145 -0.192623 -0.19774 -0.274437 -0.14144 -0.000244405 -0.0638167 -0.166211 0.227638 -0.358879 -0.115158
internal_count=361931 332372 232437 171191 158915 12276 29559 29711 129204 99935 26163 104307 5848 9500 5008 79640 5108 22756 84612 23863 74532 74210 35537 38673 7936 7001 61246 14820 20295 37505
shrinkage=0.000728446


Tree=754
num_leaves=31
num_cat=0
split_feature=785 1309 815 878 200 1097 712 921 761 125 705 519 728 664 803 962 21 497 1160 1016 1458 21 848 832 77 962 1463 1444 1361 1436
split_gain=334.021 239.744 176.601 198.476 138.1 134.591 116.289 90.6668 88.4422 84.8724 80.7543 77.705 102.624 81.7104 75.0554 69.5224 67.1116 59.5455 59.3279 64.9271 55.0304 54.7225 52.4377 52.2808 52.1896 50.3916 51.7477 49.8421 52.2793 49.9444
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.36829310061983322 -0.95342879297703587 -0.63779424894106762 1.0525743831388839 1.5021234709567175 0.58518330826110332 0.62026487867602198 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.9682860324222273 0.78457125397875782 -2.9709283393608152 2.4192885550665473 1.0000000180025095e-35 1.0000000180025095e-35 -0.21238062798407994 -0.70163543588998201 0.14064661765335823 -0.21028627572795411 1.0929599279503071 1.3714217264408297 -0.052537044703927886 0.61050815248025436 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 21 -2 -1 11 -9 20 -11 12 -3 25 27 18 -5 -12 19 -8 -6 -4 24 -18 -23 26 -14 28 29 -7
right_child=1 7 4 16 9 14 15 8 -10 10 17 -13 13 -15 -16 -17 23 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019606262881878228 -0.00043143261701860194 7.2944236113374781e-05 -6.5264270398371219e-05 0.00069000350475318436 -0.00011388570467307229 -0.00031374640419498927 -3.1986544399058929e-05 4.5289920761242228e-05 0.00036354012872236917 -2.5515250128735475e-05 0.00010510079657770424 0.00012097008032034416 -7.8211691959643895e-05 -0.00021579984295850681 6.9531728707929511e-05 -3.7890080082096111e-05 -5.3664101186454628e-05 0.00044087767434708273 0.00023857700829118503 0.00020368351364932595 -8.8862480473881588e-06 -0.0001722726408162734 -0.00028249410554110244 -0.00015567925975568182 3.6603550688379149e-05 -0.00021029206715771754 2.3996757096316695e-05 -0.00038950076618223179 -6.3585519873705522e-05 -0.00012755199490148262
leaf_count=3225 16597 13304 19840 209 26600 14850 5342 11464 2253 14205 7539 6283 29468 10331 2405 4828 28599 1256 11193 4971 23260 18283 10236 27684 3726 5370 19070 6278 6390 6872
internal_value=0 -0.100529 -0.142121 -0.216026 -0.0899408 -0.339002 0.126586 -0.0162496 0.135266 -0.0342968 0.0646087 -0.0427281 -0.0623802 -0.0987831 -0.267175 0.168224 -0.130867 0.207376 0.217289 0.109074 -0.0855048 -0.1824 -0.239781 -0.136523 -0.180283 -0.0689969 -0.0499912 -0.30198 -0.260841 -0.325686
internal_count=361931 332372 234829 109884 124945 53392 29559 97543 13717 72860 23000 83826 77543 64239 36795 26334 56492 8795 21506 10313 49860 52085 32245 56283 22009 53908 48538 34390 28112 21722
shrinkage=0.000743015


Tree=755
num_leaves=31
num_cat=0
split_feature=785 728 1445 519 727 784 921 728 821 788 714 319 382 647 590 727 578 789 730 783 846 660 962 332 119 1016 1430 1292 1022 830
split_gain=338.76 269.233 165.589 144.943 153.692 146.441 133.194 113.835 97.0435 92.3621 96.1446 83.1834 81.1696 71.9723 162.787 70.4346 69.3318 66.9324 66.342 64.1979 63.2479 62.4257 61.5718 60.0611 84.8681 58.7002 58.6746 56.6873 62.2478 56.0785
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6380901172106308 2.1420547332082829 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.49008176997875957 -0.72370887929751782 0.38349571241217301 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 -0.87905496296652397 1.1248358748350926 -0.33215574005720661 1.1155635910225459 -0.59417419860780807 -0.72421686037558375 0.78457125397875782 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35 1.6405209124780595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 8 18 -1 26 10 -10 13 17 14 -3 -8 -9 -6 19 -7 -15 -11 27 24 -12 -23 -2 28 -18 -17
right_child=1 11 -4 4 12 6 15 16 9 21 23 -13 -14 20 -16 29 22 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016979243948222518 -0.00016303204723701524 -0.00011446880603729826 -0.00015885870374039869 -0.00016688436937159902 0.00035647419037492146 7.7307246131571095e-05 -0.00012313079821882597 0.00031102077191414687 3.749848613748938e-05 0.00014668227674853842 -0.00023811191230991698 -0.00025032340222375571 5.3742951065988559e-05 -5.8262093591748601e-05 0.00049636822703220994 0.00021904010918998972 -7.2729741311239121e-05 -1.6692765624077248e-05 0.00011845666361161074 -9.6912334399561003e-05 -0.00016470363588639878 -0.00010031150138491218 -5.9085862889509053e-05 -4.8945265360548849e-05 -7.2689484757124139e-05 6.8207044448610001e-05 -4.2684746270442699e-05 0.00020751928183129309 0.00016049328187170121 0.00059596733958295592
leaf_count=3396 33117 3939 30890 3284 4710 6522 1041 3407 15878 7292 15454 20386 5156 19930 1197 4621 4242 1062 7110 14519 54483 8975 4311 33315 16168 8729 13705 9312 4891 889
internal_value=0 -0.0973426 -0.0602101 -0.0405308 0.148102 -0.0575487 0.0621372 0.131814 -0.0870921 -0.0542179 -0.0891559 -0.203837 0.254542 -0.173088 0.0762051 0.314463 0.174489 0.410392 -0.00224383 -0.0614865 -0.192771 0.0548105 0.134306 -0.125844 -0.199348 -0.0137721 -0.175964 0.184875 0.0724571 0.400649
internal_count=361931 332372 232437 201547 14212 187335 34702 29559 152633 105811 80815 99935 10928 79549 5136 6551 26163 5772 28151 21041 74413 24996 22756 64937 31622 17704 46822 18445 9133 5510
shrinkage=0.000700159


Tree=756
num_leaves=31
num_cat=0
split_feature=545 785 332 188 540 713 194 1323 550 602 539 1097 728 1449 1092 567 872 21 1361 1198 872 884 533 664 1466 864 1464 873 1023 1436
split_gain=276.066 231.762 162.768 214.643 140.195 92.2596 88.2965 90.5928 85.6058 86.8609 104.935 77.5749 76.5987 72.4345 68.9647 66.806 66.9413 65.6565 65.2053 64.9999 66.6808 55.9441 83.9925 54.7958 54.3408 51.3801 50.7188 49.2128 47.9168 49.3574
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5271592296785539 -0.77783235518120974 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2571877020351898 -0.49008176997875957 0.74561756370782817 2.9499917481720264 1.9230512149791059 3.0757328524286596 -0.70163543588998201 0.55035703183932794 -0.921629809143793 3.0757328524286596 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.51364500316626394 0.72275257928592751 -0.014205097036277146 3.1377232108798858 6.7933405438584433 0.60428344764309971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 12 23 -2 7 -6 9 10 -1 -7 -3 18 25 16 26 -11 28 -5 24 22 -13 -4 27 -8 -9 -21 29 -14
right_child=1 2 4 19 6 11 14 15 -10 17 -12 21 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00042321685703070478 -0.00020419267490942895 -4.5853073613531682e-05 -5.4356308417163268e-05 -0.00016379447405315397 -0.00014586045250120707 -0.00015291775221931367 0.00022692556394152136 -3.2516134705486652e-05 -1.7259613078320544e-05 -3.8166485105220757e-05 -0.0001774488767070847 -3.9521400341285977e-05 -0.00036372077402273918 -4.8291141622389897e-05 -0.00030128044534556095 0.0002261132476436786 0.00050643263374582277 -0.00018235516442438536 -0.00010201536499718995 -5.698258715350872e-05 0.00042269092115990484 0.00025486504468595216 0.00024831248314471113 -0.00019848153408562493 9.6756734002490861e-05 -6.4957737502014491e-05 7.333372941197125e-05 0.00036726708224152122 0.00099545319212176065 -0.00016123779690097571
leaf_count=16754 2452 8437 40050 10891 10055 2093 9495 30799 12442 17538 20008 5788 26783 6215 746 3940 644 27317 6181 39938 838 11238 4764 11583 8623 1708 18485 669 59 5398
internal_value=0 -0.0381576 -0.060102 -0.125412 -0.0124379 0.141885 0.039837 0.00890041 -0.18523 -0.217275 -0.320357 0.178464 -0.248849 -0.295293 0.189891 0.0390952 0.0188151 -0.155509 -0.339778 -0.0465869 -0.0158486 0.214539 0.111678 -0.101162 -0.0267871 0.227469 0.0100885 -0.0602611 -0.392386 -0.398684
internal_count=361931 267872 241537 114032 127505 26335 75872 63923 94059 81617 36762 23883 53073 44636 11949 53868 49928 44855 38421 60959 50068 21790 10552 51633 49230 11203 49284 40607 32240 32181
shrinkage=0.000804263


Tree=757
num_leaves=31
num_cat=0
split_feature=785 181 1235 728 544 683 1181 852 705 21 263 1292 1367 539 1459 539 714 934 633 768 784 815 1430 476 792 1176 540 921 714 695
split_gain=320.37 230.926 169.482 132.516 115.152 103.244 97.3534 91.428 85.0861 77.6477 74.4055 64.1754 70.3314 64.1488 64.1449 63.925 88.2001 65.5176 63.404 62.4753 60.0303 55.0929 71.0692 54.7904 53.9083 53.5854 64.2567 51.8005 49.7846 46.8583
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.94625487755706195 1.0000000180025095e-35 1.0000000180025095e-35 -1.3831318875547542 -0.30816496926496478 -0.22706799479215015 1.4125972960924511 -0.70163543588998201 1.6445160113075163 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.53912233727729608 0.6695026854463163 1.0000000180025095e-35 1.0000000180025095e-35 2.2512632397278991 -0.61497184344614475 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -1.0099296266851885 -0.87246257202899724 -1.5159972263043426 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -1.1741174978598699
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 5 11 -4 19 15 20 -8 14 12 -1 -5 23 16 -7 -18 25 -2 21 22 28 -3 29 -15 -27 -22 -9 -23
right_child=1 10 3 13 -6 7 9 8 -10 -11 -12 -13 -14 18 -16 -17 17 -19 -20 -21 27 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.0925224467159612e-05 -8.6460186151163774e-05 -0.00027661591837149649 -0.00012435179002900294 -0.00015481281836089256 -5.8948845962505144e-05 5.2947840163953226e-05 2.8451857403031754e-05 4.3215823350773654e-05 0.00020080033303258906 -0.0001131111807292596 6.0809135551880111e-05 0.00021026006545831662 0.00015814804403157395 0.00026864070084660471 -6.4898467464491528e-05 3.6216758987111218e-05 -0.000226776963969897 -6.9599534020993518e-05 0.00024312877112827707 -0.00022896388491518911 5.5701705765897317e-05 -0.00022097830058121192 1.7760641666316872e-05 -0.00015955010229186519 5.5833310492362085e-06 -0.00014235379287482904 5.8364282267738707e-06 0.00025483374133072569 -0.00017592261985628526 0.00016307786546918809
leaf_count=4800 11806 17366 15843 26667 8361 6996 13388 2786 4993 26187 3060 10329 6069 932 12108 10736 9154 14909 1266 24167 10313 630 13593 37286 22288 15061 9767 2947 11256 6867
internal_value=0 -0.102876 -0.0757077 -0.0440184 0.119669 -0.0116389 -0.171075 0.00724487 0.0480201 -0.0975798 -0.227274 0.197426 0.0900322 -0.141245 -0.2464 -0.0715083 -0.124025 -0.187596 -0.0725499 -0.265778 0.0299032 0.0011484 -0.0698964 -0.283426 0.0561589 -0.0971991 -0.11644 0.149244 -0.189876 0.197925
internal_count=361931 332372 262552 187004 29559 133311 75548 117468 75673 39575 69820 21198 10869 53693 66760 41795 31059 24063 27026 35973 70680 57420 27635 54652 29785 25760 24828 13260 14042 7497
shrinkage=0.000672971


Tree=758
num_leaves=31
num_cat=0
split_feature=1235 407 733 50 56 1176 785 809 317 1467 616 852 651 1311 1315 719 21 738 717 710 566 747 928 693 896 656 672 61 1450 76
split_gain=118.715 110.577 107.446 89.3539 130.261 88.6808 77.3365 68.1763 66.7953 66.185 64.9457 62.5581 61.6543 60.6581 59.2312 57.3208 56.6431 54.665 53.9078 53.1114 61.0494 57.1117 60.5896 54.6397 53.09 48.5952 48.3846 47.5332 47.4719 46.6683
threshold=-0.94625487755706195 -1.2965003005540392 2.3938204998800492 1.0000000180025095e-35 1.0000000180025095e-35 -0.49380082627878302 -0.86283290253235112 2.6372809947782678 1.0000000180025095e-35 4.0242090356330973 1.0032126598012274 1.0747610123934368 1.1107569744011787 3.6225485867211153 -0.010354759451042549 -1.5042199147372537 -2.2144973715372043 1.0000000180025095e-35 0.47434941765559457 1.8739714802800056 2.1710320005650359 1.0000000180025095e-35 -0.52992354128753727 -1.3595894605335417 0.13351389361957308 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1061061531643281 2.6189974071251663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 4 12 14 -5 11 15 16 -6 13 -3 19 28 -2 -7 27 -13 20 21 -8 24 29 -23 -9 -27 -18 -1 -21
right_child=1 2 -4 6 10 9 7 25 -10 -11 -12 18 -14 -15 -16 -17 17 -19 -20 23 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00038980462750549233 0.0018315856330309963 -0.00041110691277667283 -0.0007259677742493775 0.00058064657831954458 0.00013274420185207457 0.0019519772592956534 -0.00022811934570462884 0.00017616355769694685 -0.00061235787120034928 0.0018371381383532181 -0.00053490481254683114 5.5109085103120701e-05 0.00032721240878573916 0.0031367072828352594 -0.00075018217804623678 -0.00013957313968980192 0.00010718177938677581 -0.0004595456575775064 0.00073015868875329654 -0.00031247017477182177 0.00070353962904144164 0.00054148630928951705 -3.8131147074270973e-05 0.00083322957375755189 -0.00012211577873620118 -0.0013371787165198186 0.00081068438091015389 -0.00033500016412741208 0.00038265937437172441 0.0031197337731054845
leaf_count=22899 377 43917 7614 10691 49774 383 25182 1362 18634 469 5661 5631 3662 154 21893 16616 26708 15666 7378 2440 3214 11093 32694 4461 4507 2047 324 13228 3142 110
internal_value=0 -0.00630825 0.00965068 0.0172267 -0.0312579 -0.100649 0.0562556 0.0388859 -0.133384 -0.040716 0.0308573 0.0496655 -0.13084 0.028393 -0.184444 -0.0292436 -0.0492066 -0.0560715 0.178563 0.0258007 0.00983751 -0.00307984 0.0359586 0.196066 0.137746 -0.227543 -0.405247 -0.0121003 -0.110045 -0.0570306
internal_count=361931 257543 221916 214302 103014 104388 111288 100597 35627 56454 55435 96864 47579 83855 47934 16993 55985 55602 13009 83701 76690 73476 48294 7011 15600 3733 2371 39936 26041 2550
shrinkage=0.00256415


Tree=759
num_leaves=31
num_cat=0
split_feature=785 263 50 56 705 1362 712 1470 1469 519 927 543 1442 181 578 1470 1292 1367 131 871 830 1357 21 644 727 915 382 1426 789 363
split_gain=388.481 250.487 235.044 131.641 131.252 125.397 124.694 113.989 92.7994 82.9112 79.2436 76.8716 74.1718 73.0502 71.6675 69.5615 68.7016 88.9715 67.8848 58.37 54.9279 54.1034 51.6235 51.3396 53.2104 51.06 50.5696 49.7675 49.5817 50.9807
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 0.46179839519273613 1.0000000180025095e-35 -0.63779424894106762 -1.319112866592808 -0.61819632934197222 2.1420547332082829 1.0483613175537825 1.0000000180025095e-35 -1.2625182715263061 1.0000000180025095e-35 -0.87905496296652397 -1.1417127449306028 1.0000000180025095e-35 1.0000000180025095e-35 -0.67630721506970115 1.0000000180025095e-35 1.1506748530419184 1.0000000180025095e-35 0.2439032738895319 -0.34929633066952553 -1.1275738623161491 -0.40124831324906585 1.0000000180025095e-35 1.3963709736238232 1.1248358748350926 0.72385255914583335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 28 8 -1 -2 21 12 26 19 -6 15 -8 -7 17 -16 -9 27 25 -4 -18 -20 -25 -10 -11 -5 29 -3
right_child=1 4 5 11 9 13 14 18 20 10 -12 -13 -14 -15 16 -17 22 -19 23 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016774521724564963 3.7653059995530327e-05 6.1355335934573183e-06 8.9605434419503158e-05 -2.436508102876947e-05 -0.00016453955267438554 0.00010143853840909738 0.00031682769582252579 -0.00032480658478367371 -1.41964598449542e-05 0.00040619054253061951 -9.993826147231547e-05 -0.00025059364680583639 7.607050336764197e-05 -0.00021200695219438222 -0.00010414441510344184 -9.4374056148623404e-05 9.2364823076171738e-05 0.00013641651610868982 -0.00012888103912344368 -0.00018143916562844383 6.2069973134288312e-05 -2.9639109478454888e-05 0.00027485484630250615 -5.5193979720905462e-05 -0.0002785103200635341 -0.00010731824501178173 0.00014090897339022378 -0.00023659638281154572 -0.00016226476640757368 -0.00013684170897825069
leaf_count=3225 4071 29233 19268 31804 3175 4007 3439 17928 21705 2735 1073 7098 16752 12650 5041 41177 5618 6555 20851 9294 7688 12191 5681 3190 21064 28339 2186 2947 5576 6370
internal_value=0 -0.0874193 -0.121173 -0.204726 0.0217198 -0.0670064 0.15709 -0.285707 -0.0192695 0.128675 0.326506 -0.125144 0.0660547 -0.150376 0.199801 -0.111704 0.159122 0.0495381 -0.318662 -0.0949622 -0.0717076 0.0690569 0.27003 -0.273828 -0.35984 -0.0983579 0.43018 -0.0585605 -0.0546828 -0.0262972
internal_count=361931 332372 265272 118247 67100 147025 29559 67104 89191 25921 5994 51143 19927 57834 26334 45184 22895 11596 63033 44045 57732 31459 11299 45105 24254 50044 4921 34751 41179 35603
shrinkage=0.000672971


Tree=760
num_leaves=31
num_cat=0
split_feature=1309 62 21 326 332 1459 476 250 959 705 21 1442 294 809 1430 1469 1436 1430 785 728 710 194 1013 868 9 934 1229 970 1383 1470
split_gain=113.989 109.687 83.4751 82.3946 95.4498 83.8823 80.8496 72.1687 68.1811 66.3934 56.0324 69.7983 51.2792 51.1783 67.1492 61.383 83.2313 64.146 50.7839 55.5486 53.1188 51.0676 48.4484 47.7317 47.1665 45.4369 44.7821 43.3363 42.596 39.8624
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 0.40413748344094969 -1.0099296266851885 2.3830609921859591 -1.2907225086880219 1.3483541271127406 -0.13431221002227373 -1.2625182715263061 0.10116270547998699 2.6372809947782678 0.54622893720785959 -1.2083100587446829 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.49008176997875957 2.3562736834877938 1.0000000180025095e-35 0.54050183860820311 -0.5942415351291912 2.6202936425364811 1.0000000180025095e-35 1.0000000180025095e-35 -0.39642763282994242 0.13899492577457914 -0.34144108498776621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 22 27 8 -8 10 11 -10 24 14 15 -2 17 29 19 -12 21 28 -5 -18 -13 -22 -6 -3 -20 -17
right_child=13 6 3 5 26 -7 7 -9 9 -11 18 12 -14 -15 -16 16 23 -19 20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023086165333476311 0.00049486594207817549 -8.0546068206475784e-05 -0.0010842824768243484 -0.0004413133578747326 -0.00071578330170739691 0.00022357027729355233 -0.00045741909484078668 -0.00085413937671787279 -0.00041004270725262615 0.00060541081238812868 -0.0012471782490070474 0.00050600261253496207 -4.5560463111976899e-05 -0.00058406419302629896 0.00034565962918860471 -0.00024292225562771251 0.0006066550127155517 -5.9816293794420805e-06 -0.00065548401896853617 0.00057363103654428486 0.0016327691859866044 -2.3469537293090961e-05 8.799289445717946e-05 2.8986530370382418e-05 0.0039038377043354396 -0.00014539961833775851 -0.00014244294227461435 -0.0006800600551864508 -5.7396660697413694e-05 -0.00089280354462326235
leaf_count=366 7513 10348 21680 39693 11429 13901 12361 4888 6056 8070 704 18744 8461 3910 28984 7396 5908 13081 15594 6081 1025 24561 9272 31509 131 1015 15670 15696 8143 9741
internal_value=0 -0.0569282 -0.115296 -0.120037 -0.205984 -0.069967 -0.0176513 0.00414568 0.0139727 0.030656 0.0134969 0.0829996 0.125471 0.0272012 0.0363882 0.00186015 -0.0200819 -0.109417 -0.0273741 0.138204 -0.0520666 -0.0671869 -0.117008 0.0436799 0.184556 0.272945 -0.126089 -0.147344 -0.150904 -0.207612
internal_count=361931 253889 112011 111645 48779 62866 141878 115834 110946 98585 90515 33392 27336 108042 104132 75148 67635 30218 57123 6785 50338 48298 48965 37417 18875 2040 27099 26044 23737 17137
shrinkage=0.00288765


Tree=761
num_leaves=31
num_cat=0
split_feature=785 516 507 728 921 727 761 136 962 728 705 588 583 382 608 578 706 962 395 1376 1292 1367 917 930 789 1311 609 859 575 791
split_gain=361.535 252.201 152.391 162.494 211.418 158.369 151.46 146.684 136.651 124.604 108.78 106.283 91.1065 89.7337 84.3457 80.33 72.7511 70.9155 69.0132 64.6827 61.2798 65.3339 60.7517 59.2649 57.2885 56.3657 53.4522 51.287 50.163 49.9384
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.90320472132347296 1.0525743831388839 1.0000000180025095e-35 1.5021234709567175 1.0000000180025095e-35 1.3714217264408297 -0.49008176997875957 0.3847065924170836 0.71188872395471614 -0.55326332990463356 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 0.85558832110916161 0.78457125397875782 1.0000000180025095e-35 0.18805867694879752 1.0000000180025095e-35 1.0000000180025095e-35 -0.72423724244894927 1.0000000180025095e-35 1.1248358748350926 3.6225485867211153 1.0000000180025095e-35 -0.54135187694831066 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 7 5 12 8 16 27 14 10 -1 22 13 23 24 18 -11 -3 20 -2 29 21 -17 -5 -4 28 -10 -9 -6 -7 -12
right_child=1 2 3 4 6 11 -8 26 25 15 19 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018171885437401106 -0.00029101524741191988 -0.0001681130543338315 0.00026038357477474266 -2.6194130661340275e-05 0.00011159124013203489 0.00010290446516975715 0.0003615046988500629 -0.00011668674084929521 -0.00023197376768256041 0.0003237446108355816 -3.7151371427378976e-05 0.00040780051081226655 -2.0139277790510865e-05 -4.318374358691214e-05 -0.00012041755612784897 -8.7625971975393646e-05 9.9160421939215358e-05 -7.1802372349715027e-05 -0.0001599491762353553 -0.0001304994264279981 0.0002103585704281959 0.00015200605411236947 -0.00016208091504798345 4.4515731584579758e-05 -8.2849558676878677e-05 0.00077282255511934008 -5.511068417879175e-06 -5.7067613133217721e-05 0.00040736712411512351 8.4267429149502784e-05
leaf_count=3396 26634 6191 4970 9605 5971 1643 2752 17777 23387 3407 25117 2580 20142 4399 49859 3912 3256 4311 24039 12353 9312 5221 40214 5518 922 114 21970 10948 2527 9484
internal_value=0 -0.105911 -0.0572951 -0.0806379 -0.113333 0.0989793 0.0866418 -0.181475 -0.149376 0.129676 -0.117372 0.240144 0.0561023 0.143881 -0.232577 0.174159 -0.107664 0.131008 -0.309153 -0.0482381 0.185057 0.0686416 -0.192476 0.209168 0.317278 -0.32118 -0.0746789 0.00794908 0.413582 -0.00531711
internal_count=361931 332372 192093 170575 139945 21518 19671 140279 120274 29559 96773 12071 30630 9491 100532 26163 9447 22756 50673 46954 18445 9133 49819 10488 5092 23501 39747 16919 4170 34601
shrinkage=0.000700159


Tree=762
num_leaves=31
num_cat=0
split_feature=681 785 519 803 666 815 1154 791 728 836 693 809 126 624 681 1166 1450 723 902 837 854 1246 927 712 1444 393 846 567 1051 806
split_gain=112.309 96.6162 93.992 84.1206 87.8076 83.6748 163.971 80.7478 76.72 71.7206 62.5391 52.6252 52.3662 49.8707 51.3891 49.6511 59.8807 68.4291 49.1606 48.9261 48.8262 48.8074 48.3239 48.8554 47.1244 47.0822 46.253 49.5036 48.1726 45.4214
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.830672104868595 0.85523949479533445 1.358136393041484 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.33874722615291447 -0.61734079114420959 1.6518864604429058 1.402259659649604 -1.2867043653583499 3.5711739485310314 -0.94772631485393388 0.72848113776068646 -1.0570063487222232 3.1779010391057674 -0.024445983609339975 -0.87473648844905705 0.32282310009983534 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 1.9306075413196593 -0.50194562529317188 1.7811711699895054 3.5926503781727646 0.53322213276968733
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 19 5 -5 6 15 9 -1 26 21 -11 -6 -2 -15 -4 17 -17 -19 -3 -10 -9 23 -22 -18 29 -7 28 -28 -8
right_child=13 2 3 4 12 7 25 10 20 11 -12 -13 -14 14 -16 16 24 18 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00067275422895434931 -0.0011182795284005456 -0.0001928233840883233 -0.0012218075628138629 9.7347797073886754e-05 0.0010654875486865534 0.00034229840265239666 -9.2806736136015553e-05 0.00010873480574165058 0.0012493122177701197 -0.00024366639263257507 0.00042334155994352865 -0.0010484835626060275 -0.0011461676242798735 -0.00026786510565480885 -0.0012501844028817565 0.0002105289118249289 0.00053658620783704795 -0.0008350707270804779 0.0029518704858615217 -0.00067894672139595603 -0.00018562725359173667 -0.00091099974343971258 0.0011144531979804166 0.00045609671153899522 -0.0013596163476904798 -0.00091377673383131791 -0.0001560356501807093 0.00078373650318347573 0.0045588353896863889 0.00038311690495681556
leaf_count=2941 6359 24021 9965 38508 5099 14459 35249 6651 2335 25199 24748 3449 412 35682 3458 3740 3561 24479 165 18520 6517 3018 2680 12236 932 2696 31870 2117 75 10790
internal_value=0 -0.014899 -0.027462 -0.0121507 0.0709592 -0.0319745 -0.0877309 0.00442887 0.103981 -0.033389 0.0900384 -0.116775 0.30652 -0.144991 -0.116253 -0.214203 -0.174861 -0.220556 -0.273278 -0.132382 0.141311 -0.0623856 0.110256 0.0742726 0.0742952 -0.00811226 0.0163308 -0.0263987 -0.0486974 0.00748237
internal_count=361931 316432 289723 247182 44019 203163 91577 111586 26709 77169 34417 28648 5511 45499 39140 42842 32877 28384 24644 42541 23768 9669 21433 18753 4493 48735 48521 34062 31945 46039
shrinkage=0.00294541


Tree=763
num_leaves=31
num_cat=0
split_feature=785 728 1100 576 784 712 519 719 388 290 1458 921 588 578 962 647 590 376 1292 815 332 464 402 205 484 1431 716 934 461 911
split_gain=327.307 230.676 176.822 139.668 117.265 108.492 103.554 87.8998 84.6888 82.9193 79.8673 78.7515 71.3404 69.9376 66.2644 64.8035 151.079 59.4894 58.2043 66.6005 57.9965 65.4126 65.0277 54.4172 53.1963 54.1241 53.1684 62.152 51.1342 50.6108
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 -0.64782611375555454 0.9594655836162902 -0.63779424894106762 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.1089670232183031 0.20667703603638712 1.0525743831388839 0.71188872395471614 -0.87905496296652397 0.78457125397875782 -0.87782724458594241 0.58895901036483078 1.8828081291110934 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.29618208039736865 0.8844880769765513 1.0099929608726099 0.39849607246918939 1.0000000180025095e-35 1.4586326671195671 0.82596519252883915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 9 6 -1 10 12 15 23 24 26 17 -7 18 16 -3 -8 19 -15 21 -17 -22 -2 25 -5 -6 -28 -12 -14
right_child=1 8 -4 4 11 13 7 -9 -10 -11 28 -13 29 14 -16 20 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00019350108341642034 -0.00014657851367659268 -0.00012340132500272786 -0.00018339790236698253 -3.9830394357331963e-05 -3.0293932487219815e-06 0.00033878552895397017 4.6022304258110623e-05 -0.00020769270245845462 -0.00027153723754930409 0.00017540734474190037 -5.0849336163130471e-07 0.00024877359292492122 0.00055316310649198598 -9.3216759473191689e-05 -7.5171625054791904e-05 -0.00031112536632673358 0.00052527944458969906 0.00056581119328641383 0.00022693651660821501 0.00017235458524869401 -0.0001521552928083654 -0.00013896301246375239 -6.4332854836635019e-06 -5.8788887760955823e-06 -0.00017988646021934655 -0.00018739533402532533 0.00030614961983587531 -3.1431820911998261e-05 0.00020230094704070181 -3.4681210733437302e-07
leaf_count=3225 45415 3918 31093 57813 16842 3439 4782 1620 20295 2469 26952 5325 1550 4139 4332 16060 1190 525 9355 5069 25836 19643 12993 8605 11738 8308 3316 2264 3335 485
internal_value=0 -0.0962937 -0.0619896 -0.0420284 -0.00951937 0.128746 -0.039051 0.159375 -0.195028 -0.136709 -0.0583822 0.108035 0.245059 0.168828 0.128632 -0.164161 0.0725392 0.127821 0.180838 0.0677204 -0.182831 -0.259113 -0.126895 -0.156371 -0.0952273 -0.0729203 0.0537185 0.224293 0.0297332 0.549788
internal_count=361931 332372 232437 201344 144855 29559 117108 8962 99935 56489 108146 27747 7342 26334 22895 79640 5108 5307 18563 9208 74532 35703 38829 54020 77859 66121 22422 5580 30287 2035
shrinkage=0.000773033


Tree=764
num_leaves=31
num_cat=0
split_feature=785 519 733 727 1431 712 588 1469 872 1436 1430 382 612 1298 1292 556 706 545 710 529 1470 789 728 821 911 1459 21 575 112 899
split_gain=317.654 231.765 203.013 159.957 151.341 117.817 105.979 102.839 105.641 104.111 162.112 82.0092 81.4368 80.1079 102.319 74.5266 68.055 60.564 68.6964 56.5621 53.5739 52.5764 50.0411 58.7507 49.6649 48.6443 48.5053 48.4613 47.8544 47.5934
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 0.71188872395471614 -1.0706168552173836 3.0757328524286596 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.25787808658800115 0.85558832110916161 1.0000000180025095e-35 1.7745879959826432 1.0000000180025095e-35 0.068550307298219079 1.1248358748350926 -0.49008176997875957 -0.72370887929751782 0.85864930037059206 1.2659885913983882 1.0000000180025095e-35 1.0000000180025095e-35 2.2718117149406565 0.023072314774543874
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 16 7 -1 11 20 9 10 -9 21 15 14 -7 -6 -3 -11 29 -17 25 27 -4 -24 -8 -2 -16 -5 -25 -19
right_child=1 3 22 6 12 13 24 8 -10 17 -12 -13 -14 -15 26 19 -18 18 -20 -21 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028711743891719597 9.7455963607823561e-05 -0.00026784616186432676 -0.00019019726836621949 -9.5450993226981806e-06 -0.00016120266759214486 -0.00020197979298761944 0.00039313963738382614 -0.00032047000439787876 0.00014887309320950025 -0.00019159354919601448 -0.00015483073418382493 -0.00014368294483600206 -0.00034477008452759965 7.8604768379892423e-05 -8.8801736281129658e-05 -0.00020765097283961676 -1.8859490147058398e-05 -0.00016428684043792781 7.4600630549874789e-05 -0.00032245733669453933 -0.00011149584659437856 -0.0001798375608108055 -0.00038395241762671957 -0.00023683154982012919 -5.7863423760848587e-05 -0.00012519453001244942 0.00016475152677628409 0.00028606395477963499 -0.00040598723824679324 -7.0324718808579674e-05
leaf_count=3225 5433 6191 13397 1643 40575 6139 2016 24575 1972 25451 31944 4399 12849 14167 2548 25056 3256 21758 3504 17489 15529 922 17196 27147 564 2635 3480 2527 5396 18948
internal_value=0 -0.260569 -0.276851 -0.0624837 -0.251387 -0.0370359 0.0826826 -0.211712 -0.236172 -0.24421 -0.315579 -0.0129377 -0.321015 0.00727532 -0.112285 -0.29842 -0.264367 -0.193031 -0.150649 -0.364715 -0.0912366 0.154618 -0.396913 -0.432853 0.431762 0.0365355 0.0780538 0.248458 -0.380891 -0.174464
internal_count=361931 332372 310854 21518 247718 29559 12071 151749 128152 126180 56519 9491 95969 26334 12167 83120 9447 69661 44210 42545 23597 5092 63136 49739 2580 8068 6028 4170 32543 40706
shrinkage=0.000686431


Tree=765
num_leaves=31
num_cat=0
split_feature=785 125 50 194 1076 126 727 1470 497 203 747 602 1362 1469 529 723 476 547 471 609 1323 1168 578 284 789 1458 622 1022 1085 56
split_gain=341.415 242.916 254.838 134.37 120.976 114.214 110.028 104.469 97.0612 91.543 86.0427 76.758 75.7971 80.2975 67.9826 64.7097 59.1151 58.9704 55.523 55.0711 56.758 54.2433 53.858 53.7473 52.8735 54.3969 52.4449 52.0643 57.5087 51.117
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3309395413702885 1.7001250133015622 1.0605395091208547 0.34871943973277292 0.66849908449309148 1.0000000180025095e-35 -0.62606451240067507 1.0000000180025095e-35 1.0000000180025095e-35 -1.316508667510939 1.4078093546699517 0.35930717134390644 2.9086430321303127 -1.1856193027966613 -0.28919238636343836 -0.87905496296652397 -1.0597622724945783 1.1248358748350926 1.8460070869938618 -0.58773923615899315 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 12 8 22 -2 23 29 -5 19 13 -4 16 -10 -6 27 -14 20 -7 -15 -1 -3 25 -25 -12 28 -8 -9
right_child=1 5 4 10 14 11 17 9 15 -11 26 -13 18 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00023469309325971872 4.1092827845356338e-05 -0.00022935883729219446 7.4708290702770358e-05 -0.0001506958007049687 -0.00020307858475404427 -0.00031455114763666227 -1.1194108735832163e-05 -0.00022202841281811247 -5.1669877285277378e-05 -0.00037040584158030298 0.00013040834948145245 -0.00010110050218577871 -0.00012601917874967571 1.7740912457789649e-06 -0.00019607147824225713 0.0002224678101578237 -3.9646117906054135e-05 -0.00016270221947422864 2.3199170887830595e-05 -0.00019557687131809354 0.00013164725685085917 -0.00011749819414669269 -4.6638516054950457e-05 -5.0696897614143174e-05 -0.00021380725926137449 0.00023227209665504578 -6.5377138235757687e-05 0.00027285281415465133 0.00024022180560279559 -3.1863333120385758e-05
leaf_count=1537 3331 5497 21090 33067 7736 739 3952 41801 3264 18181 3915 4334 25080 25406 20768 3801 22833 1040 7378 1096 20921 13639 11014 27576 4442 1410 10778 8458 3558 4289
internal_value=0 -0.102572 -0.137302 -0.22512 -0.0805239 -0.000448627 0.127001 -0.305808 -0.0665667 -0.334066 -0.14214 0.0989364 -0.03641 0.0055812 -0.168872 0.145448 -0.106641 0.235496 -0.123598 0.1449 0.167459 -0.0524474 -0.0147417 -0.110428 -0.0809365 -0.049032 -0.015866 0.266902 0.147781 -0.281536
internal_count=361931 332372 259292 115362 143930 73080 29559 67602 45990 64271 47760 27090 92593 60135 51337 7065 30569 17008 32458 22756 21660 39045 12551 38925 33428 28986 14693 15968 7510 46090
shrinkage=0.000714163


Tree=766
num_leaves=31
num_cat=0
split_feature=43 1442 890 705 417 1456 1467 710 583 1453 138 800 497 194 464 1024 1286 1460 1456 21 691 594 934 567 1290 671 1312 84 1463 156
split_gain=116.317 94.972 87.5804 82.6725 73.6613 66.5869 57.0835 56.5664 59.1385 54.372 54.2398 52.423 48.7557 48.3134 51.4275 63.0624 47.2186 45.5789 60.8773 45.5034 44.698 43.3192 43.1787 42.5 43.9463 41.8441 41.4375 40.7597 42.6602 50.7518
threshold=1.0000000180025095e-35 -1.2625182715263061 -1.3230736206490437 1.0999472070578602 -0.013500127260803059 1.0000000180025095e-35 4.1209713034531967 1.9675088772657583 -0.55326332990463356 1.1343281912642689 -0.0054639373162923078 -0.57812715656594349 2.2206245932530155 1.0000000180025095e-35 1.0000000180025095e-35 2.3389399539002458 1.8566435897555933 1.0012333990267608 0.37396721338577926 -2.7818205974049124 2.0429339742481996 1.0000000180025095e-35 1.0000000180025095e-35 2.1216832779645469 1.8124611990991408 2.6425086185778714 -0.42682809229691815 -0.65704908484836189 -0.052537044703927886 -0.6186186311587959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 21 4 23 6 10 11 -9 13 -1 -6 22 14 -2 -16 -12 -7 -19 -13 25 -3 -5 24 26 27 -4 -21 -29 -30
right_child=9 2 3 12 7 17 -8 8 -10 -11 16 19 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00032673021395922697 -0.00084252239853600732 -0.00055035435251381899 4.6968310777482031e-05 -3.4328336829515086e-05 0.00030043245860954731 -0.00070896471441754712 0.0015201670070337991 0.0012420937339952711 0.00017408762158963403 0.00016349709011635028 -3.2453926841543121e-06 0.0023034157657867201 0.00096477219055850162 -0.0002076124499624403 -0.00038345913550891551 0.0018872626541637854 0.0013642469471029403 0.0053950127672017928 0.00010807138064371043 -0.00025908921510084799 -0.00077634361132084689 -0.00010799987564246807 0.00038215453667175489 0.00053602770838348025 -0.00065341050749507319 -0.00066531884939974729 -0.00019749842487688441 -2.3165162244095538e-05 0.00074521972496783748 0.0001391866600221756
leaf_count=27426 15260 11679 29812 9828 18290 12325 465 1877 3102 6844 20371 181 2256 36053 16236 384 653 55 1105 9950 1928 19287 16266 2397 4382 1978 46773 26896 4213 13659
internal_value=0 -0.0140423 0.0051217 0.02002 0.00141178 -0.0974133 -0.0584757 0.0449095 0.253861 -0.11916 -0.06767 0.0305349 0.123202 -0.141747 -0.21993 -0.138819 0.0205426 -0.251339 0.172503 -0.00036235 -0.00386901 -0.116506 0.0971127 -0.0450107 -0.0538884 0.00651435 -0.0423003 0.0178201 0.0436806 0.121171
internal_count=361931 287154 224754 193788 165438 62400 48915 82074 4979 74777 48450 77095 28350 67933 31880 16620 21024 13485 1160 58805 58624 30966 26094 83364 80967 56696 76585 54718 44768 17872
shrinkage=0.00236888


Tree=767
num_leaves=31
num_cat=0
split_feature=785 263 50 341 1362 519 728 712 126 202 56 588 1470 1469 181 578 382 1470 962 616 830 1357 714 726 644 890 192 789 915 900
split_gain=380.29 264.173 239.695 142.091 134.589 131.298 141.953 121.824 114.968 112.427 111.07 101.6 93.7371 92.7659 84.5127 77.1048 76.8055 71.5361 70.2896 61.1329 63.209 60.1373 57.9543 57.9498 67.0083 57.319 57.1803 56.7625 53.8588 52.1317
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.3462168560862613 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 -0.63779424894106762 1.0000000180025095e-35 0.56345046278266753 1.0000000180025095e-35 2.250834115212506 -1.2126727935954851 -0.61819632934197222 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 -1.1417127449306028 0.78457125397875782 1.0032126598012274 1.1506748530419184 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.34929633066952553 -1.3230736206490437 1.0000000180025095e-35 1.1248358748350926 -0.37098238659764726 2.1753313686015736
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 9 13 8 -7 -1 -3 10 12 16 -2 21 17 -9 27 -6 22 20 28 -4 -17 -14 -25 -12 -10 -8 -15 -27
right_child=1 5 4 -5 14 6 11 15 26 -11 25 -13 23 19 -16 18 -18 -19 -20 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-0.00019057535971970022 1.280218991716105e-05 -8.6604066519745929e-05 8.2800879788897327e-05 -0.00028703466411631753 9.4355248243443028e-05 -0.0002115959383383356 0.00030962190866033257 0.00032572167480377005 8.0452384389956918e-06 -0.00030736802407242751 -0.00020365854629021812 0.00050140056042054302 -5.6387933342581039e-05 -1.0123372964363865e-05 -0.00024942840775064537 2.6984972024224167e-05 -1.6986544015595453e-05 -0.00011543195539464102 -7.0739019610662135e-05 -0.00019544508501303812 8.8532284456972895e-05 -4.9947277919643064e-05 0.00019369306200105033 -0.00015941720871522693 -0.00031723761669193797 -3.8341297752133622e-05 0.00018227331764850645 -5.7838013590750356e-05 -0.00011763221509744428 0.00033809674780586413
leaf_count=3225 5360 33970 19268 27545 4007 2157 4361 3439 15251 10838 6393 1662 5769 19293 12650 6331 4010 41177 4332 8701 6358 12191 12232 15621 18950 27027 4696 993 23380 744
internal_value=0 -0.108869 -0.143239 -0.226883 -0.0887653 0.00287168 0.177248 0.132697 -0.0436627 -0.187757 -0.160431 0.265199 -0.244648 -0.0394777 -0.174478 0.175051 0.184296 -0.132907 0.1329 -0.091618 -0.0651757 0.0484811 0.186439 -0.290867 -0.332505 -0.0738956 0.0723295 0.336484 -0.0953133 -0.0378034
internal_count=361931 332372 265272 118247 147025 67100 13183 29559 53917 90702 79864 11026 45700 89191 57834 26334 9364 45184 22895 57732 49031 31459 18563 40340 34571 34164 19947 5354 42673 27771
shrinkage=0.000714163


Tree=768
num_leaves=31
num_cat=0
split_feature=785 728 181 852 727 784 921 319 1022 1016 539 727 647 590 934 846 727 694 889 816 795 705 547 981 263 1367 1016 630 50 497
split_gain=342.21 287.876 178.656 140.779 118.684 107.465 99.5786 91.9229 80.2442 86.6342 75.0537 105.708 71.7392 151.983 69.2076 68.9535 60.8178 60.4649 59.9081 59.1018 58.0539 57.0603 56.0242 55.6453 53.54 51.2612 51.8888 49.9206 48.5975 47.6184
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.6695026854463163 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.53268848306471728 -1.1275738623161491 1.2342127532274445 1.0000000180025095e-35 6.0906794990390116 1.0000000180025095e-35 0.90721770011872871 1.4078093546699517 1.8384478631420207 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.23574602101832404 1.4829784501753427 1.6127128701036082
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 18 8 -7 12 9 19 11 17 13 -3 -13 27 -8 -2 -1 -5 21 -10 25 -22 -4 26 -6 -14 -17 -23
right_child=1 7 24 5 22 6 16 -9 20 -11 -12 14 15 -15 -16 28 -18 -19 -20 -21 23 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.5155639655436741e-05 0.00011637178173030003 -0.00011414331316583409 -0.00019824685113678354 -0.00015996857965644743 -8.9563186040094133e-06 5.2286102124185221e-05 -0.00013343754609744876 -0.00026684202832692988 2.2588471864841066e-05 -4.2431893646545882e-06 4.6202218810804244e-06 -0.00024105530299763482 -1.4011940809488305e-05 0.00049833447776149239 -0.00010056336784891208 -0.00019435702245568841 0.00036422907120978409 -8.2898374859432128e-05 -0.00014723509201209722 0.00066386229794479837 -8.1913731687471082e-05 0.00010348785345482825 -0.00015010356523287904 0.00025077901380095167 -8.526658077535113e-05 0.00027826833409996029 0.00024711402230877331 -0.00017941578918940462 -1.7335798754784285e-05 0.00035750326615769691
leaf_count=7707 6268 3939 23755 19803 3660 16429 608 20386 23865 22782 17898 16079 15464 1197 24098 46616 3740 9585 4844 161 12562 7318 1040 1046 24585 9109 3199 8095 4238 1855
internal_value=0 -0.0955647 -0.0571611 -0.029373 0.134517 0.016073 0.145802 -0.205484 -0.0160512 -0.0867109 -0.104056 -0.147381 -0.173115 0.0755419 -0.209732 -0.192743 0.408637 0.00306249 -0.0130186 -0.205173 0.038894 0.0837365 0.247163 -0.0724495 -0.184375 0.277689 0.148163 -0.0910588 -0.242518 0.214293
internal_count=361931 332372 232437 184097 29559 110169 20777 99935 89392 42746 73928 56030 79549 5136 40177 74413 4348 15853 12551 19964 46646 33038 17008 13608 48340 15968 6859 23559 50854 9173
shrinkage=0.000728446


Tree=769
num_leaves=31
num_cat=0
split_feature=785 728 479 1423 727 852 659 752 595 1458 1309 746 1007 64 784 706 971 689 943 1022 1430 1436 843 852 340 561 845 1359 794 1047
split_gain=329.136 255.465 173.545 151.183 119.259 115.119 96.1625 105.729 86.5382 72.2045 63.5805 63.5926 60.9209 60.8901 56.4087 55.701 55.3312 52.8974 51.1913 50.9212 81.6244 59.4118 51.8883 48.9444 48.2497 47.7987 54.7543 47.6185 46.557 45.7873
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6834386678921571 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 0.62821384419828064 -1.385907308364305 1.0000000180025095e-35 0.12934318160464789 0.81883784246325297 1.0000000180025095e-35 1.0000000180025095e-35 1.8762883416287794 0.9594655836162902 0.62672487627420737 -0.8891902375834092 -0.4288425582216272 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.43503382988795275 -0.22706799479215015 1.3931997016493665 -1.4577264990472543 2.3405953213413535 1.0000000180025095e-35 -0.55929652627125603 2.3738149868247693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 15 6 7 12 10 13 11 -3 -2 19 28 -1 -6 -13 -4 20 21 -9 -21 -17 -18 26 -20 -19 -7 -10
right_child=1 8 18 -5 16 14 -8 9 29 -11 -12 17 -14 -15 -16 23 24 27 25 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011926985960452337 -4.1703190451148034e-05 -0.00018691854461913815 -9.911601295293681e-05 -0.00011107494334148533 -8.0322652083277519e-05 0.0001237279688765658 -0.00010606463611103936 -0.00020644024431525429 -0.00025593973148387722 6.3373065482502197e-05 -1.0884083485205593e-05 -4.7354361508348912e-06 -0.00019926700018986582 -0.00018674153513251551 0.00019233563780138096 -7.9934400996323383e-05 0.00020270106874698281 -8.7866306634239405e-05 6.0507937580692773e-05 -1.6020018776213859e-05 1.0608370094605889e-05 2.5628897393360962e-05 8.9094873361476846e-05 0.00014414527992074198 -0.00010986925592092584 -0.0002577657314914151 0.0018402145585548857 -0.00022847758483183087 -2.3267449095557288e-05 0.00015415899389347777
leaf_count=5567 13533 33118 14932 40181 1561 6503 24373 10494 19629 28820 10098 9947 9036 4415 5435 2683 14510 18510 557 20585 14809 2961 12967 4301 937 13647 32 7939 9157 694
internal_value=0 -0.098998 -0.0629001 -0.0439092 0.126661 -0.0174062 -0.0396096 -0.0152064 -0.202581 0.012758 -0.171679 -0.199405 -0.154858 -0.0256726 0.11979 -0.0211169 0.239706 -0.13895 -0.243266 -0.0103445 -0.0804753 -0.22016 0.0394989 0.0916386 0.277552 -0.357265 0.302129 -0.194039 0.057389 -0.361185
internal_count=361931 332372 232437 203269 29559 163088 141993 117620 99935 95051 79612 69514 22569 66231 21095 12551 17008 36396 29168 61816 28264 13455 33552 6984 15447 14236 589 26449 15660 20323
shrinkage=0.000659776


Tree=770
num_leaves=31
num_cat=0
split_feature=65 685 859 843 789 923 1458 125 792 728 974 50 194 921 723 323 1459 862 758 1262 657 1023 982 747 657 6 1290 926 760 767
split_gain=118.73 112.351 103.624 95.1417 93.935 86.5527 77.7176 73.8374 60.271 86.7273 62.3364 59.8206 82.6162 59.3248 75.2928 56.7434 54.6353 53.5312 56.7493 52.4714 48.3875 52.1171 44.3086 44.2002 60.4095 43.8347 42.5012 42.4256 44.0453 41.9369
threshold=0.77605621623814935 0.58104764358843186 -0.54135187694831066 1.5135117746514848 1.1248358748350926 -0.86449023226567734 1.8460070869938618 1.5320262332576917 1.0000000180025095e-35 -0.49008176997875957 -1.1244457026758323 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.43577943106047246 -0.97446007815901359 -0.1354147541679151 -0.14883285568405011 -0.29429909822911982 5.5066796363144226 3.0854258727671673 2.2668746584208797 2.2603408215975165 1.4356770386631637 1.0000000180025095e-35 1.0000000180025095e-35 1.4296148827306066 0.83310892199939712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 7 -5 8 13 10 29 -4 12 -2 -1 -15 -13 19 -12 27 -3 25 -22 -17 24 -7 -11 -14 28 -19 -10
right_child=11 16 3 5 -6 23 -8 -9 9 20 17 15 26 14 -16 22 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00015051966456720622 -0.0011378977680562075 -0.00032591930519171005 -0.00085053622844749404 0.00177220837927559 -0.00050242425182341923 0.00020154642451200366 0.00058815572465001917 0.0010949341944261448 0.00051097268080876998 -0.00015182987240473116 -0.0010509048071008179 -0.00052902121557514754 -0.0001289314578135948 -5.5922112077217859e-05 0.0012767192924175517 -2.7703501403936384e-06 8.7440614583628295e-05 0.00068497694203489736 -0.00020553467423389804 -0.001036943498747645 -0.00071689639712748201 0.0030972897350843983 0.0026638667230554137 -0.00061103074001662278 0.001691059509998235 -0.0012173189142904116 -0.0008626848076424159 -8.5759289424402742e-05 -0.00062650306004504374 -0.00041854602525768863
leaf_count=51551 22435 16084 6554 2001 8323 12650 6503 5626 7910 25328 2804 19537 17490 3788 5674 27698 8366 15062 19779 13830 32787 155 370 2886 1421 2751 7868 9006 1684 4010
internal_value=0 -0.0116962 0.00511814 -0.0281574 0.0685852 0.108145 -0.049842 0.0949241 -0.0627423 -0.103739 -0.00665707 -0.10857 -0.176768 0.0721587 0.220798 -0.0549089 -0.131061 0.0173096 0.0341819 -0.181764 -0.139148 -0.196476 0.0101227 0.0585901 0.10708 -0.0712081 -0.0984205 0.0984717 0.159849 0.0580016
internal_count=361931 266533 228253 153291 74962 18958 134333 66639 127830 72941 54889 95398 47793 61013 9462 47605 38280 48335 45531 29914 61021 32942 28068 16957 14071 28079 25358 25752 16746 11920
shrinkage=0.00352004


Tree=771
num_leaves=31
num_cat=0
split_feature=785 728 1445 519 727 784 921 727 871 595 1469 727 382 1049 50 56 1028 1076 971 62 730 706 1091 1430 564 340 593 67 830 1047
split_gain=282.471 231.063 159.591 128.169 120.885 117.857 102.162 100.954 88.1749 79.8259 76.1128 70.7347 70.4622 70.039 67.378 91.2433 61.416 56.0785 54.7905 54.6834 53.8273 53.8103 50.6012 93.8052 49.414 49.3554 48.663 46.594 46.0414 45.9394
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 2.1420547332082829 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.88964864486721928 -1.5722412400100421 1.0000000180025095e-35 1.2334500886949249 0.55630078546380823 1.0000000180025095e-35 -0.96688480048775205 1.0000000180025095e-35 -0.8891902375834092 -0.67845511463764618 -0.33215574005720661 0.62672487627420737 1.0000000180025095e-35 1.0000000180025095e-35 1.9546110090380651 1.3931997016493665 -0.58017643881618097 0.77035905420283102 1.6405209124780595 2.3738149868247693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 8 20 21 10 14 -2 -8 13 26 15 27 -12 -4 -9 -17 -7 -1 23 -18 -23 -20 -6 -3 -13 -11
right_child=1 9 17 4 12 6 11 18 -10 29 16 28 -14 -15 -16 19 22 -19 25 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013794651583426621 3.1825683733006716e-05 -0.00028152576142561621 -8.8742078590960737e-05 -0.00016317003165704526 1.4839278448945919e-05 -4.0880593598488175e-05 -0.00017759154799801153 -0.00010993033502859066 -0.00015507504069221743 -0.0002862378490554304 -0.00015171367342598931 0.00022848502780527431 6.0324639759500957e-05 -2.309242334373426e-05 -4.46235172795957e-05 -0.00020637170280883121 -0.00021042333049000982 -0.00019977944821757777 0.00021467428076814293 -5.6301688750040889e-05 0.0001309163435722434 1.599295340213934e-05 -3.6638549209236714e-06 -1.8838505486253608e-05 0.00038480923361827312 -0.00014859998957850846 0.00046810166213511151 -6.0124851327164745e-05 0.00061733926902564969 0.0001877737957340958
leaf_count=5567 24525 23936 38132 2776 596 18066 890 1561 24897 19629 19672 4147 4492 1051 19423 11641 13346 23114 14510 21178 5797 6078 31577 15187 906 937 3361 3434 811 694
internal_value=0 -0.0989708 -0.0646253 -0.0341134 0.156167 -0.0513671 0.0636997 0.110472 -0.0799822 -0.197707 -0.0553023 0.296084 0.256433 0.412339 -0.168053 -0.209949 -0.0879963 -0.168091 0.215112 -0.136016 0.00202908 -0.0251926 -0.0574288 -0.125787 0.0856111 0.253003 0.528789 -0.325878 0.385284 -0.350789
internal_count=361931 332372 232437 171191 12276 158915 29711 29559 129204 99935 104307 5848 9500 5008 79612 60189 79782 61246 17008 32819 23863 12551 60110 28533 6984 15447 3957 27370 4958 20323
shrinkage=0.000757875


Tree=772
num_leaves=31
num_cat=0
split_feature=1100 800 516 789 691 746 728 926 1430 1436 429 515 858 933 566 788 520 934 1002 577 1458 900 762 657 984 21 882 740 623 51
split_gain=117.738 118.886 100.299 76.5307 76.0547 75.6948 115.454 72.3434 65.2914 76.163 62.382 59.4786 58.6779 75.7741 72.6978 58.9586 58.3487 54.5078 51.1918 54.0278 48.2059 47.9423 47.7126 46.8543 46.718 44.1975 43.2415 42.3123 42.1582 41.4866
threshold=1.6293515030253838 -0.57812715656594349 1.0000000180025095e-35 1.1248358748350926 0.2559530761510429 1.0000000180025095e-35 -1.3163276726681863 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3716071297642392 1.4353143596930875 1.0825608069246189 0.68806224955729689 2.0449780822036492 0.38349571241217301 1.0000000180025095e-35 1.0000000180025095e-35 0.69854289147193727 1.0000000180025095e-35 2.0863113560201221 1.2843353117411589 1.7577789396026715 0.72755686970153477 0.89773723085465185 -3.9164670491403295 0.44470034393954044 1.0000000180025095e-35 -1.2905845654938812 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 5 10 6 17 22 9 -1 11 20 13 14 18 -14 -16 -4 19 -7 29 -10 -8 -15 28 -6 -5 -9 -2 -3
right_child=24 2 3 26 25 12 7 27 21 -11 -12 -13 15 23 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00035358467747903267 -0.00090505253604968266 -0.00023131644871347601 0.00095378459524532607 -0.00043478678760881063 0.0022100177208457554 0.00013678932069551339 -0.00014532756574440532 -0.00086779799779421944 0.00023512578451111927 0.00019853004964845574 0.00033159636955833513 9.4203117339769566e-05 -0.00051323131498374672 -6.2495576394394005e-06 0.0020142595596641505 0.00031627112197012147 0.00060516443789570716 7.1145058993669105e-05 -0.0001109596785208779 0.00056684461153941703 0.00051763862091914429 0.00082998196018708548 0.00058483824191800479 -0.00087004446447220152 -0.00078459085785987574 -0.00051462187307595359 0.00017421290179938818 -0.00029499993924008561 -0.00021016410222324757 -0.00060251857035774803
leaf_count=13321 5016 30656 3674 17471 137 17019 27859 9670 29600 16601 7324 15907 6614 9361 956 3617 2881 4711 8780 14409 1840 4117 2746 2116 10803 31920 3797 10032 33118 15858
internal_value=0 -0.0192911 -0.0419468 -0.00691504 -0.0983651 0.0137497 -0.0487113 -0.0928939 0.061457 -0.0124493 -0.0588268 -0.0823738 0.0592202 0.0854106 0.123946 -0.0860388 0.383243 0.184016 0.0969968 0.135486 -0.122515 0.123503 -0.0275594 -0.0650629 -0.153313 -0.197315 -0.125206 -0.210232 -0.112956 -0.138364
internal_count=361931 312994 249355 145713 103642 124445 58692 50307 63639 29922 71585 64261 65753 55522 44045 10231 3837 8385 40208 31428 48354 33717 30605 11477 48937 32057 21268 19702 38134 46514
shrinkage=0.00251388


Tree=773
num_leaves=31
num_cat=0
split_feature=785 728 871 203 712 784 519 921 595 727 1469 1091 1016 578 460 962 784 1292 1022 487 1309 683 788 21 1398 727 816 125 557 382
split_gain=315.782 227.824 173.395 130.595 112.387 105.677 100.812 92.9207 92.3284 90.5435 85.8354 84.7 116.153 74.6904 63.0477 61.9952 61.4338 60.7059 66.0515 58.8218 57.2173 56.7549 59.1442 55.1624 54.6947 53.9444 52.0014 50.5303 48.2911 48.0964
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3520813746060025 -0.63779424894106762 0.9594655836162902 2.1420547332082829 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -1.0116054822771126 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.4788238215056537 0.78457125397875782 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6304501485392697 0.29878677988246938 -1.07329023030195 0.38349571241217301 -3.9164670491403295 0.44312978011646392 -1.1275738623161491 5.4525537492333047 1.0000000180025095e-35 3.2851109509259637 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 10 -7 14 -8 -2 12 26 -6 20 17 29 18 -15 -4 23 -13 -23 -3 -25 -9 -12 28 -5 -11
right_child=1 8 19 27 13 7 9 25 -10 16 11 21 -14 15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017174022777979311 3.6386878736673298e-05 0.0005771293684127504 -0.0001130888741659781 -0.00019444420970440504 0.00028370557189183053 2.1013425977072155e-05 -0.00015716707661080781 -8.798076298307686e-05 -0.00023537771022477287 0.00038049207721320595 -0.00020592704202250476 -0.00010807415545054085 -4.6513173339933749e-05 -8.2098606240431932e-05 -0.00026359066073261854 -6.4736923692052504e-05 2.3967734807365528e-05 0.00018405381054505555 0.00013880523630262136 -0.00032394975489217944 -1.5910123072393946e-05 -3.097412466227574e-05 8.4756317654824861e-05 -0.00010007984437224208 -0.00021964512943909906 0.00025576255165652144 0.00044406470335366956 -6.4806871042696348e-05 0.00047050160769400743 0.0001161243912840171
leaf_count=3225 19638 174 42431 15633 3439 23251 1889 905 20323 2207 20742 12697 23303 4279 6881 4332 3124 9355 4929 3878 13022 28081 9635 47733 11802 4842 190 17665 234 2092
internal_value=0 -0.102208 -0.0681196 -0.0415965 0.119029 -0.0180577 -0.0452588 0.0909676 -0.200204 0.147114 -0.0636341 -0.0911372 -0.164693 0.160045 -0.168157 0.118402 0.240458 0.169058 0.0534599 -0.197323 -0.150261 -0.0367557 -0.000983904 -0.183508 -0.188243 0.314276 -0.303779 -0.173753 -0.281979 0.390985
internal_count=361931 332372 232437 186128 29559 152596 123598 28998 99935 9312 114286 94648 44235 26334 79612 22895 7423 18563 9208 46309 72731 50413 37716 59709 59535 5747 20932 33532 15867 4299
shrinkage=0.000646839


Tree=774
num_leaves=31
num_cat=0
split_feature=871 65 1463 1463 1468 1454 1449 1426 1458 1465 1449 1463 1459 120 139 1457 1168 1465 785 432 1467 21 529 21 678 810 611 319 984 1459
split_gain=117.671 98.1411 77.8972 68.5242 77.8522 93.8723 75.9677 67.8312 65.6861 69.3671 58.2205 76.8326 54.8585 54.4957 52.2673 62.472 51.1463 50.7729 49.9236 49.4472 49.3181 49.0219 45.8653 45.2251 55.6201 68.6107 44.6867 44.5144 44.1526 43.2553
threshold=1.0000000180025095e-35 -0.39289434837986426 -0.052537044703927886 -0.45723996025542596 0.55644284503728569 -0.051110432140844611 -0.39088443435644399 1.3963709736238232 -0.19179933198544472 -0.28204833916885613 -0.66773832159351054 -0.36062076265590187 1.9632967188765165 2.7065325687875563 -0.68371759041605995 0.71190102340985317 1.4187720419083558 0.1621921378535697 -0.86283290253235112 0.56563410195930608 4.808695702623436 -1.8362818876253988 1.4795591430507427 -0.51252769393407926 1.0000000180025095e-35 -0.65819684525605759 0.77037178917660254 2.3683501136148597 0.2208430286580865 3.9622612253260763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 10 -6 -7 8 9 20 11 -5 -11 21 -4 -16 18 -12 -1 22 28 -10 27 -20 -25 -26 -23 -2 -3 -17
right_child=19 7 14 4 5 6 -8 -9 13 12 17 -13 -14 -15 15 29 -18 -19 23 -21 -22 26 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00061195861812005342 -0.00014556442006997904 -0.000411857487569866 0.00052292718425228884 -0.0021527090557762201 -0.0002702723902394478 0.00046579917250821396 0.0037802282332211443 -0.00070211477595481797 0.0014987297403651133 -0.00013719353337570219 -0.00054933560618680276 0.00018222486777625405 0.0013808996614208954 -0.001970442121991889 9.6028758478627185e-06 0.00068536750790715545 -0.00061446951046824089 -0.0015637836007468381 0.00030316921471212351 -0.00077677983196947607 0.0055054198714477622 0.00012884559621515298 -0.0010256727454839736 -0.00040642326110200069 -0.00029414840552397821 0.00032232833497634531 -0.00038235384571309199 -0.00080359865577714796 -0.0010598680403155001 -0.0017000871743184057
leaf_count=6379 45119 21241 16744 740 1968 629 461 13431 960 30984 12781 6784 932 860 40302 8028 5420 2729 18035 14654 40 38357 4966 15114 11224 17480 10734 7092 7444 299
internal_value=0 -0.0140831 0.0184695 -0.019621 -0.116851 0.205607 0.688227 -0.0641588 -0.0472912 -0.0990286 -0.161273 -0.00651381 -0.0275686 0.0115612 0.0745187 0.0389512 0.0128213 -0.240027 0.027268 -0.122433 -0.183583 0.0196514 -0.0922255 0.00874091 -0.0267582 0.0246037 0.00939241 -0.0735222 -0.188235 0.199591
internal_count=361931 290100 165117 99744 26092 3058 1090 124983 111552 60641 23034 7524 31916 50911 65373 48629 73652 15510 68232 71831 28725 50051 57177 61853 43818 28704 49091 52211 28685 8327
shrinkage=0.00300432


Tree=775
num_leaves=31
num_cat=0
split_feature=51 519 728 588 1423 911 785 713 938 1080 872 579 1242 790 1010 816 382 1392 650 645 474 852 911 575 1470 708 876 633 564 8
split_gain=112.832 97.4755 113.635 97.4301 95.2267 77.3567 74.0429 110.545 104.324 69.0578 75.7672 68.7653 71.244 67.3308 67.8918 63.0999 62.0908 52.9639 50.7093 66.0919 50.5094 49.7176 54.3123 51.0544 48.9227 47.9547 47.7354 44.4847 44.1084 44.2914
threshold=1.0111847875080273 2.1420547332082829 -0.49008176997875957 0.71188872395471614 1.0000000180025095e-35 0.80962313860796276 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 3.5578112322456241 1.8618223311409718 4.1811079772937587 0.34754775078765171 1.0000000180025095e-35 3.0243454669273118 1.6923072129381651 0.66777575187080795 1.0000000180025095e-35 1.0747610123934368 1.0874380552628617 1.0000000180025095e-35 0.70719074528215786 -0.19881124598508979 1.0000000180025095e-35 -0.77899086806337892 2.2142969700021453 -0.37394671257078166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 16 6 -5 28 11 9 13 -11 12 18 14 15 17 21 -9 19 25 27 22 23 -4 -17 -8 -10 -2 29 -1
right_child=20 2 3 5 -6 -7 7 8 26 10 -12 -13 -14 -15 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001688456325371216 -0.00068673076564489349 -0.00063751181651303741 3.5936248846060975e-05 0.001879076677374624 -0.00033689838763737649 -0.00022520883638028265 0.00051878432780471902 -0.00029399695944894546 -0.00025106901808730458 -0.00025282386472257995 0.001173916416119308 0.00062712196212432977 0.0054360964296371007 0.00041455467658638927 0.0020637818788363771 0.00017310982762808001 -0.00010390006499679631 0.0018602918979158344 0.00086141746200656209 0.0005841374115779837 -0.0010575587165376449 0.001799426941399299 -0.00061778083094375061 0.001311516349511456 -0.00033747749244151403 -0.00039867606019973874 -0.00068929781689335793 -0.00019834341799436316 0.001236503277298656 0.00046578252419580951
leaf_count=6357 13609 3540 1994 2692 58477 794 2393 58701 38294 2267 3283 11860 88 10864 479 29992 6643 446 2611 4512 6729 1157 1282 2643 9734 14943 17529 34646 1842 11530
internal_value=0 -0.015109 0.11814 0.185429 -0.0267953 0.480692 -0.00790314 -0.0208589 -0.0454241 -0.00996965 0.209313 0.0844033 0.0182539 -0.0228499 -0.0406714 -0.0450689 0.106904 -0.0935651 0.0109533 -0.0229127 -0.131777 0.238467 0.161042 0.263665 0.0177803 -0.0858341 -0.130315 -0.108518 0.112823 0.081505
internal_count=361931 306947 20745 17205 286202 3486 227725 207996 171589 115766 5550 36407 24547 110216 99352 98873 13719 59147 24459 21848 54984 7076 5919 4637 39726 17336 55823 48255 19729 17887
shrinkage=0.00294541


Tree=776
num_leaves=31
num_cat=0
split_feature=785 263 50 56 1076 1470 333 712 543 1362 1469 578 858 470 644 529 927 519 871 962 1292 815 476 1470 1237 1426 150 955 727 885
split_gain=294.338 219.892 229.812 127.954 117.852 114.334 113.215 106.727 80.8988 74.8771 84.5186 67.8738 67.0625 71.616 66.4334 65.4551 61.2066 73.5368 60.7103 59.868 57.3403 67.3441 55.3042 54.69 52.2404 52.021 51.5095 50.4006 48.9755 48.2935
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.62606451240067507 -0.87905496296652397 1.0825608069246189 0.66595742291584703 -0.34929633066952553 1.0000000180025095e-35 1.0483613175537825 2.1420547332082829 1.0000000180025095e-35 0.78457125397875782 1.0000000180025095e-35 1.0000000180025095e-35 -1.316508667510939 -1.2126727935954851 -0.28519018627306392 1.3963709736238232 -0.572229863602436 -0.56067130660624642 -0.682906484622256 6.7447596507476248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 9 -2 27 -1 18 10 -4 -9 13 -8 -7 22 17 26 25 20 21 -13 -6 -11 -12 -5 -15 -3 -16 -30
right_child=1 6 4 8 15 14 12 11 -10 23 24 19 -14 16 28 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00019359358520864775 3.6442876171898483e-05 2.064472157937885e-05 8.0347228453111106e-05 -3.2407179556014219e-05 -0.00020345918745149524 -0.00017946327294867431 -4.6072655526549718e-05 0.00031290127081612861 -0.00028798713143842543 0.0001646718526608469 2.3749855564439171e-06 -0.00010135189162272684 -0.00012001585475949738 -4.6103572821982436e-05 -0.00014865548603202269 -0.00019818962780697848 -4.6998224341850103e-05 0.00030846729224466476 -0.00020908397263432222 -7.4162597423233591e-05 0.00020606739969761026 0.00015563159056499414 -4.0289736584344422e-05 -0.0001064381107652045 -0.00011740009960941381 -0.00027166713806199772 0.00015242425159426871 -0.00011220777981347496 -0.00034856834285630476 0.00089329116641924855
leaf_count=3225 4071 9900 21533 31804 7917 28309 7645 3439 7098 1877 25449 4139 4066 4077 5755 21222 3813 4742 9294 4332 9355 5069 23328 31296 14403 2947 10669 22188 28910 59
internal_value=0 -0.0991034 -0.130684 -0.213224 -0.0771629 -0.292913 0.00316134 0.114722 -0.134758 -0.0340064 0.00740505 0.154723 0.077757 0.108978 -0.325845 -0.163694 0.161723 0.206553 -0.103726 0.115069 0.164886 0.0525735 -0.103207 -0.119876 -0.0516587 -0.0665195 0.13689 -0.0913126 -0.410931 -0.461324
internal_count=361931 332372 265272 118247 147025 67104 67100 29559 51143 94558 61385 26334 35012 30946 63033 52467 23301 19488 44045 22895 18563 9208 31245 33173 39852 34751 14746 32088 34724 28969
shrinkage=0.000743015


Tree=777
num_leaves=31
num_cat=0
split_feature=50 56 736 1470 785 21 885 1461 1030 752 1214 803 651 1466 115 21 1459 1436 1430 727 278 954 1460 1468 1464 1467 412 972 1450 1458
split_gain=113.196 187.2 77.8512 76.6529 75.4186 89.5079 97.6704 83.9931 68.5215 68.0616 64.5505 61.7778 60.9661 60.4897 54.1299 54.2719 53.2582 52.3529 67.106 50.6173 49.7597 49.6669 46.6839 63.0165 70.507 48.5864 46.0795 45.2826 44.9843 43.4962
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.470578089058822 -1.319112866592808 -0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 2.5032120688259147 2.7042904249467168 0.16746147319753801 1.0000000180025095e-35 1.9682860324222273 1.1107569744011787 2.2763907064872897 1.3947035982071894 -3.2545899522946695 -0.34879759806662525 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.4128374904562462 1.6276177283287072 0.16687898428478024 2.4634311514058238 -0.22658184562107234 1.4788072840855835 1.0000000180025095e-35 0.28702936779318855 1.2758925700186299 -0.71693843586677841
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 19 7 13 10 11 26 22 20 14 -7 15 -5 -9 18 -11 -2 -8 -13 23 -6 -25 -26 -3 -22 -17 -29
right_child=2 9 -4 12 5 6 8 16 -10 17 -12 21 -14 -15 -16 28 -18 -19 -20 -21 27 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.00024108531155731197 7.3289941771106923e-05 -0.00040719606263891052 -0.00042885368844069587 0.003021612865254836 0.00012201972134667812 -0.00032800656093380889 -0.00095551672441320369 -0.00013426263391069608 -0.0011145814437471472 -0.00048598363251155209 -0.00013056054124476729 0.0010902025823782268 2.9841701193024553e-05 0.0008113490756277308 -0.0013995495438721517 -0.00067994355645309488 0.0020864791434007436 0.00022590454381233316 0.00019824998860433409 0.00078921507480343592 0.00017681283366911065 -0.00099105665515339066 0.00080299158435570886 0.0029659282104516809 -0.0013061986790674396 0.0024697033228569198 0.00013665944095966775 0.00045582052039693199 5.235249695783973e-05 -0.00029936757490537416
leaf_count=4567 5856 30007 16846 110 18329 51162 2147 534 2317 11912 16614 2889 5936 1602 7179 51876 1292 31195 9506 7960 43217 410 6698 568 360 156 7837 3094 4424 15331
internal_value=0 -0.0770731 0.00335638 -0.180694 0.0152639 0.00221759 -0.026809 0.0878237 0.0219851 -0.0166164 0.0664534 0.032131 -0.206881 -0.10122 -0.234857 -0.211368 0.518732 0.0282849 -0.0556771 0.1627 0.0172797 0.294415 0.132439 0.0760831 0.554797 -0.00129878 -0.0969381 0.0266235 -0.21658 -0.0597897
internal_count=361931 164549 197382 74092 180536 166720 122169 44551 69405 90457 42725 67088 69525 52764 63589 56410 1826 52613 21418 13816 63789 3299 26111 19413 1084 516 37844 61642 56300 18425
shrinkage=0.00283103


Tree=778
num_leaves=31
num_cat=0
split_feature=1430 1160 1469 1436 62 1023 785 734 388 809 915 652 1360 728 590 633 219 600 815 654 671 1038 980 156 501 1434 683 1392 421 718
split_gain=110.355 232.733 134.309 92.1751 88.124 84.1169 78.297 75.1491 67.3069 63.094 63.0467 59.8036 55.7696 55.2909 55.0468 56.5437 52.2472 46.8845 46.6592 45.3045 59.8425 51.3898 50.0249 43.0793 43.0119 40.8484 40.4952 42.1363 40.3795 44.2957
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0000000180025095e-35 -1.2811150420666217 0.36003600613833892 -0.86283290253235112 3.0820683777490774 1.0000000180025095e-35 1.0000000180025095e-35 -0.71904054308896115 -0.55024281929118113 1.1324559382631265 -1.3163276726681863 0.58895901036483078 1.9350628110888086 -0.96309348100416392 1.0000000180025095e-35 0.67237773758774566 1.0000000180025095e-35 2.6425086185778714 -1.2709531838391392 0.98445277279340615 -0.13304464713775654 -0.85966559705566292 1.0000000180025095e-35 -0.45360691579634166 2.4301502551232241 0.5588123729960327 1.0159173274103563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 9 13 16 -6 8 11 12 -1 14 18 24 -8 -16 -3 -15 -4 21 22 -13 -21 -18 -2 -11 27 -5 29 -23
right_child=4 5 3 26 6 -7 7 -9 -10 25 -12 19 -14 17 15 -17 23 -19 -20 20 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018751375275232972 0.0010666134306906178 -0.0006163368943714984 -0.00082497052304694556 -0.00092649049179412395 0.00050540675682999724 0.00024388206637007931 0.00015705670052059534 0.0011482184462717595 -0.00027426409155711825 -0.00060742045876196885 0.00013844684800893653 -0.00065735762099270985 -0.0016573915699235437 -0.00021162096909167373 0.00043362731396016783 0.0016385887312945155 7.7875782481616782e-05 -0.00072562474174189416 0.00038648134654571589 -1.5988348528818926e-06 -0.0010800536513621134 0.00019702956976619873 -0.00057963231468541321 -0.0002850629419196955 -7.6059301569390665e-06 5.4375443376615553e-05 9.698807367881606e-05 0.0030090110292364559 -0.00015801823773704834 0.00085867808273519834
leaf_count=765 1497 9175 37365 3808 12676 27473 29226 1756 26539 11786 2970 3291 5754 27173 4991 1392 28466 10301 1053 27791 2089 21172 5809 21179 9027 5255 8937 120 9344 3751
internal_value=0 -0.0744952 -0.180174 -0.209601 0.00481489 -0.00174296 0.0287821 0.0135762 0.00742379 -0.255399 0.189626 0.0285326 -0.314394 -0.0832948 0.0967725 0.263691 -0.0530933 -0.12687 -0.283095 -0.00701192 -0.0594059 0.0463263 -0.0377255 -0.026843 0.0588919 -0.137517 -0.0335558 -0.281504 0.0685457 0.111308
internal_count=361931 164106 77813 74078 197825 86293 149827 137151 135395 61213 3735 108856 44172 47998 35609 6383 58820 37474 38418 73247 35689 37558 33600 49645 10524 17041 12865 3928 34267 24923
shrinkage=0.0027211


Tree=779
num_leaves=31
num_cat=0
split_feature=785 728 871 125 50 712 595 72 578 56 561 322 878 693 1458 848 21 962 519 911 647 590 487 1465 714 1287 1112 50 56 1467
split_gain=315.663 234.698 167.313 131.421 131.506 115.143 87.167 83.827 71.6447 71.495 69.2769 65.0972 65.0458 63.5858 61.2377 60.8961 60.9277 60.6027 60.0244 69.3492 58.2807 143.681 57.9118 51.4281 51.2641 50.9981 50.6859 49.8238 49.9277 49.6878
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -0.78513032087958678 -0.87905496296652397 1.0000000180025095e-35 0.12564049042834405 1.4725277493311824 1.6473864309851525 -0.60642536953554294 -0.44527173597200392 -0.80540838421665562 -3.9164670491403295 0.78457125397875782 2.1420547332082829 1.3284833505957887 -0.87782724458594241 0.58895901036483078 1.6304501485392697 3.116712650924125 1.0000000180025095e-35 2.8505942839630602 2.0392883953790566 1.4829784501753427 1.0000000180025095e-35 0.5258453444190252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 11 -2 -7 14 23 15 13 -5 -9 26 -17 24 -15 -20 21 -18 -4 25 -10 29 -3 28 -22 -6
right_child=1 6 22 12 10 8 -8 9 17 -11 -12 -13 -14 18 -16 16 20 -19 19 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018871992553697693 -0.00022797201772356397 -3.0717738206554551e-05 -0.00011889375826760428 -4.7610562563126088e-05 -1.8358809148803271e-05 0.00031374959461101705 -0.00025384495854572292 -0.00024314697837534875 2.550130381863481e-05 -1.5003935296964882e-05 -7.0008117596401852e-05 -0.00028728568050454353 -0.00015907534504084342 5.464530853430088e-05 -7.9757500681424491e-05 0.00069904346494329285 -0.00013412113640430586 -6.4601698709693063e-05 0.00028009632100136104 -7.6788157390662336e-05 -0.00022624598698798589 0.00051702999175986196 -0.00035082972561430945 0.00035261619906788971 0.00018301953596502849 0.0003146837229953189 0.00037006868814760605 5.8100500146339908e-07 -0.00011889567318514754 9.3963717176539843e-05
leaf_count=3225 14593 11633 42431 9666 37224 3439 20323 10523 6331 20632 29435 7036 2967 24225 18284 164 3113 4332 4993 1292 23314 966 3878 859 12232 1036 710 4929 27747 10399
internal_value=0 -0.0961816 -0.0615542 -0.0355178 -0.0689433 0.125053 -0.195767 -0.14909 0.166567 -0.10908 -0.0158551 -0.164679 0.0582685 0.0792818 -0.190501 -0.146038 -0.17737 0.125767 0.121791 0.288827 -0.182086 0.0688336 -0.188803 0.0294899 0.175814 0.0202439 -0.00343183 -0.202958 -0.226757 0.00991676
internal_count=361931 332372 232437 186128 142985 29559 99935 64032 26334 49439 78953 79612 43143 40176 28807 72576 60233 22895 30510 6285 60069 4079 46309 49518 18563 48659 12343 55990 51061 47623
shrinkage=0.000714163


Tree=780
num_leaves=31
num_cat=0
split_feature=785 263 50 747 1362 194 712 728 1469 54 1022 1016 1470 747 203 694 21 1469 1357 181 150 785 1450 0 547 56 807 1458 1323 1217
split_gain=313.814 210.163 211.319 116.526 113.733 110.773 107.576 83.7014 82.9294 80.6842 77.0877 88.3031 69.0115 66.9704 64.0479 57.9878 57.3306 54.6671 54.1683 53.0497 49.5287 49.422 49.2229 47.7087 49.1679 46.8123 46.6547 44.637 44.5749 44.0877
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.49008176997875957 -0.61819632934197222 -0.42445565733332025 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 0.34871943973277292 1.0605395091208547 1.7728219641349714 1.0000000180025095e-35 -1.0942214043934921 1.0000000180025095e-35 1.0000000180025095e-35 -0.43600242462624522 0.58460966528228819 0.88343564287383192 -0.37089450796672097 0.55489234843406188 1.0000000180025095e-35 3.5737384174799574 0.10507126555246735 -0.62532666745510601 0.86386423179447369
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -3 8 7 -1 15 18 17 11 -8 -6 -7 22 -2 -12 -5 26 -14 -11 -19 25 27 -25 -9 -4 -10 -23 -15
right_child=1 3 4 9 12 13 10 14 23 20 16 -13 19 29 -16 -17 -18 21 -20 -21 -22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002807309271683462 -0.00011753573128130681 -0.00017788343734152193 -2.0629499062514423e-05 5.1764579497940676e-05 -8.1945132970842411e-06 -0.00024376466180037689 -0.00018352842840220113 -0.00035318591263839926 -0.00026139055975821685 -0.00010573139942230485 -1.5778096944697265e-05 5.8980148172943554e-05 -0.00020788499950722753 -0.00016177302884437034 -0.00046072059940122925 -0.00036249947088216379 0.00017740154402476417 -0.00021210017652513574 -0.0001512562116752313 -0.00033023908496985523 4.5495653724972135e-05 -0.00028048171208891584 -0.00015517428840705364 -0.00010917141145565206 -0.00026818038788886602 -0.00014561927319810638 -0.00079459489236579782 -0.0001108699238717178 0.00010922863673389185 4.1139617228851885e-05
leaf_count=3225 8613 30274 19087 2587 3193 35047 6656 32164 16744 6186 5945 5995 42568 13006 14414 4256 7738 10814 12191 12073 14269 945 4991 29128 5810 3164 181 6050 2025 2592
internal_value=0 -0.24957 -0.279241 -0.150346 -0.228798 -0.355474 -0.027008 -0.426692 -0.183962 -0.0785239 0.0152593 -0.0974597 -0.305503 -0.284394 -0.473316 -0.262454 0.124985 -0.183358 -0.101559 -0.324742 0.00238248 -0.234926 -0.429529 -0.232181 -0.184635 -0.463711 -0.0377797 -0.308391 -0.00401693 -0.176992
internal_count=361931 332372 265272 67100 147025 118247 29559 67602 89191 36826 26334 12651 57834 50645 54733 12869 13683 16371 31459 54641 20455 13784 40319 57732 34938 35328 19268 22794 2970 15598
shrinkage=0.000714163


Tree=781
num_leaves=31
num_cat=0
split_feature=888 253 973 785 1286 182 21 1423 683 1024 1430 1011 21 5 470 602 1458 1450 903 1465 1020 747 921 556 1182 889 1470 1378 585 464
split_gain=111.439 96.5639 70.3674 62.1095 62.5656 60.1534 57.2064 55.644 53.0749 56.7855 51.4401 49.5508 46.5705 45.3023 45.1472 58.0575 45.1016 48.1687 44.1047 43.5192 42.4278 42.2991 44.594 41.7787 41.2579 41.2049 41.0748 41.3339 39.0217 38.379
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.18632128089513963 -0.86283290253235112 0.78161905918100072 0.80071687052116158 -0.13431221002227373 1.0000000180025095e-35 -1.3831318875547542 1.3727948663943095 1.4660437873930479 1.3326183996331451 1.189441983669046 -0.82840728719320422 1.0000000180025095e-35 1.0000000180025095e-35 -0.24405659694353735 -0.67806027517800449 -0.49830647608739381 -0.17812979263601394 0.44670980992553178 1.6274895855248437 1.0000000180025095e-35 -0.45674926403205235 0.53756295501909945 1.0000000180025095e-35 -1.2954595170378473 0.29079056963915867 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 25 6 23 7 24 -8 16 14 13 19 -6 15 -4 17 -10 -19 -2 -11 22 -13 -3 -5 28 -21 -28 -1 -25
right_child=12 2 10 4 11 -7 8 -9 9 20 -12 21 -14 -15 -16 -17 -18 18 -20 26 -22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.00080647801290048202 -0.00067863208403593921 7.9320623354707715e-05 -0.001052375211301118 0.00024934167752078084 -0.00042243202250177641 0.00036011315206409413 -0.00061418600536931964 -0.00027227906416781765 -0.00061002423658582257 -0.00092325890152891417 0.00025139538399066881 0.00018401575830204693 0.00021315989596521533 0.00020669542255347586 -0.00026017854030567408 -0.00037944026506018028 0.00010650692628178153 0.00020970118029854326 -0.00027013846755554946 0.0010133872320145373 -1.493580496009516e-05 -0.0012681231392370563 0.0013018673815233697 -0.0005818629459228439 -0.00013397825738631391 -0.00014288037806960534 -0.00045345851385674324 0.0004358607945666141 0.00020935025416376021 -0.00010222314258811888
leaf_count=6393 23193 17017 13169 38323 4881 10379 9690 16727 7840 5613 4350 1832 3920 25673 26501 13264 27610 10074 16812 837 2928 298 2631 13124 14276 4446 16053 2195 7818 14064
internal_value=0 -0.0183618 -0.0744292 0.00833827 -0.00409559 -0.0176126 -0.0241695 0.0237478 -0.0621522 -0.0436447 -0.133948 0.0749907 -0.146579 0.0422416 -0.156311 -0.236735 -0.0230908 -0.0744943 -0.0328179 -0.173915 -0.219046 0.264641 0.313919 -0.0552932 0.0560852 0.122655 -0.088547 -0.116662 0.177534 -0.113444
internal_count=361931 315733 111868 203865 185208 54584 149893 69326 80567 70877 57284 35315 46198 30554 52934 26433 62336 34726 26886 42278 8541 4761 4463 44205 52599 18657 19085 18248 14211 27188
shrinkage=0.0027211


Tree=782
num_leaves=31
num_cat=0
split_feature=545 785 470 1430 1298 1469 705 729 809 815 705 873 734 791 1169 21 1097 740 462 789 73 652 43 527 555 1455 1450 339 1461 901
split_gain=291.124 228.334 183.618 238.06 254.993 115.705 114.623 99.6014 95.5614 163.45 87.9295 80.2724 74.9798 69.4914 67.6244 65.1021 64.2038 63.5003 62.6339 61.6404 60.782 60.569 57.1233 52.6354 52.2971 50.9271 66.5083 55.3668 52.9815 50.4347
threshold=-1.0372938969678034 -0.86283290253235112 0.66595742291584703 1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 0.62026487867602198 0.75637635299260908 1.0000000180025095e-35 1.0000000180025095e-35 0.28191752204954684 2.242218440812676 3.0820683777490774 1.0000000180025095e-35 0.77241039982938642 -0.70163543588998201 -1.2571877020351898 1.0000000180025095e-35 3.5900732819318715 1.1248358748350926 1.2069272538391302 -0.55024281929118113 1.0000000180025095e-35 1.9849653232297506 0.11102347168389676 0.14145834482007744 -0.85352856111255682 1.0000000180025095e-35 2.5032120688259147 -1.3864818265177761
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 10 3 4 5 -3 19 11 9 -1 -2 12 18 -8 23 25 -12 24 20 -4 22 29 -5 -6 -7 28 -27 -28 -10 -9
right_child=1 2 6 7 14 17 13 21 15 -11 16 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00038154599369463597 -1.3835721539958006e-06 1.8404925479889039e-05 4.4975974024656373e-06 2.5554488409977222e-05 -3.9546637218943339e-05 -0.0003780209291670042 5.8880692003057225e-05 0.00061779909951035583 -0.00011087941709076112 -0.00013103339738601119 -0.00017399048116186267 0.00023148369165456445 0.00034222555659896438 0.00025160676540234321 -0.00016691954522337929 -0.00014498738829965137 0.00019434727485406132 -0.00017039623979350608 -0.00055804713703890745 -0.00015097197618224906 -0.00014345411689836338 -0.00015553469082264673 -9.2732547105654e-05 0.00021277268626142284 -0.00022392734150404234 -0.00025026408725702706 -7.1105895537457482e-05 0.00026704246973638715 0.00038783683249369352 -2.9808061606000347e-05
leaf_count=17869 11347 3542 23949 45778 29494 18030 13324 245 13014 22315 1028 2780 1142 4858 11690 33976 13960 13063 520 7186 7290 21113 12188 1764 12220 1239 1759 3389 498 11361
internal_value=0 -0.0496337 -0.0712597 -0.103977 -0.192935 -0.324481 0.0351724 -0.0376253 -0.199796 -0.300997 0.128973 0.00340858 -0.0116568 0.155258 -0.0804376 -0.142632 0.234174 -0.366071 -0.0212834 -0.0418152 -0.0159886 -0.142697 0.00528351 -0.0329402 -0.436233 -0.0405002 0.114793 0.218938 -0.124111 -0.01837
internal_count=361931 267872 241537 192220 89803 46855 49317 102417 94059 40184 26335 69698 66918 18182 42948 53875 14988 43313 65776 31135 65256 32719 57966 31258 30250 19899 6387 5148 13512 11606
shrinkage=0.000714163


Tree=783
num_leaves=31
num_cat=0
split_feature=1431 1445 547 405 846 697 1458 215 519 652 1454 1078 641 767 1451 21 928 864 692 1452 1469 572 898 427 1461 692 382 561 264 1467
split_gain=111.048 83.1311 74.3134 71.9237 71.8529 64.7718 58.5311 59.4204 59.2977 57.3024 54.2069 55.5525 47.0945 44.9624 49.5665 44.123 49.3023 52.8827 43.2736 42.6655 74.7378 42.6353 41.2495 44.5215 41.1415 40.1195 36.7884 36.6589 36.4616 35.6275
threshold=1.0000000180025095e-35 1.6380901172106308 2.2607263609058417 1.0000000180025095e-35 -0.35591705087833159 1.6146804744781753 2.0019660229778804 -1.2834219624532401 2.1420547332082829 -0.98896428961744431 -0.2363894608792538 1.0000000180025095e-35 0.095343190867913458 -1.1238574090909352 0.54872951183746299 -0.51252769393407926 -0.52992354128753727 0.72275257928592751 -0.15529905172856423 -0.58911782507014421 1.2347607809825396 -0.47530580557441948 1.410076747796982 1.3751505541713482 2.5032120688259147 -0.89693823916078119 1.0000000180025095e-35 -0.7814546646676509 1.6948692418889324 4.5114904631235966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 15 6 7 -2 12 -6 13 -12 22 -11 21 19 17 18 -17 -1 -21 -15 23 27 -4 -10 -27 -9 -20 -3
right_child=1 29 24 -5 9 -7 -8 8 25 10 11 -13 -14 14 -16 16 -18 -19 28 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00064442556851599677 -0.00061218677699950903 -0.00054494969917112375 -0.00047907257314021349 -0.00055629938194841659 0.00021598484364516109 -0.0006443890232278465 0.0005569262253314112 0.00037305882061888811 -0.00072538603043458721 -0.00087276874527341503 8.3849129382973454e-05 -0.0003911156153775093 -0.00030137556417777529 -8.6433636156377455e-06 0.0003060799338017672 5.0650424564623263e-05 -6.4120664229986365e-05 -0.00034570846483769418 0.00066660467434106108 0.00026586617086815618 -0.00085593394720143081 -0.0003751158490953391 -0.00053558011236959824 -0.00046285416988534652 0.00088335044525885505 0.0010243838895201615 0.00015430063521277857 3.1673841868635928e-06 -0.00030346595658755065 0.002901512392674362
leaf_count=7049 7403 26200 15044 14100 15764 7008 3597 9735 686 4189 38999 9304 24402 12996 4765 7330 38642 3306 9057 21859 2157 30157 4304 4658 698 2307 2264 32810 1057 84
internal_value=0 -0.0840192 -0.00203023 -0.0600187 0.00761728 -0.0406176 -0.0259633 -0.0383935 -0.0226094 -0.028958 -0.0490132 0.00200417 -0.0402509 -0.10048 -0.0837 0.052412 0.019192 0.100849 0.14659 0.119789 0.0751778 -0.108102 -0.00315388 0.014925 -0.168022 0.183421 0.247889 0.0372824 0.232893 -0.219052
internal_count=361931 139558 222373 113274 206631 99174 92166 88569 81166 116174 100410 48303 75909 52107 47918 90457 59392 20750 17444 31065 24016 43153 51507 47203 15742 5257 4571 42545 10114 26284
shrinkage=0.00241626


Tree=784
num_leaves=31
num_cat=0
split_feature=785 728 125 395 755 544 1148 617 319 1022 1223 791 705 647 590 804 846 1166 1470 1154 953 1453 43 665 1469 50 933 858 789 56
split_gain=271.391 223.278 152.653 214.042 109.627 102.591 87.4027 81.6239 80.4977 78.9164 82.5038 77.8692 71.1247 69.942 156.498 65.4552 64.9631 64.2623 62.7504 59.7922 78.6557 55.6415 62.9528 53.5061 52.9686 51.4098 50.4458 51.9728 54.6822 48.278
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.8349057301109672 1.0000000180025095e-35 0.85514867284464147 1.6614250791469047 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.53889019796838877 -0.87782724458594241 0.58895901036483078 1.3537602816678871 -0.53268848306471728 -0.64460186713261591 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 1.3134811796837444 1.0000000180025095e-35 0.85652824257920523 -0.95652820086619317 1.4829784501753427 0.68806224955729689 1.0825608069246189 1.1248358748350926 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 6 19 9 18 13 10 17 26 -13 14 -3 -8 -15 -4 -2 20 -1 22 24 -20 -5 29 27 28 -11 -18
right_child=1 8 4 21 -6 -7 15 -9 -10 11 -12 12 -14 16 -16 -17 25 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.8856197560778805e-05 1.2710763647041684e-05 -0.00011197945196293198 -0.00037908378297817606 8.6400288845133426e-05 -0.00017182843567301964 -6.4564878822634647e-05 4.8983425515235977e-05 -0.00038686942387966279 -0.0002490675882468294 5.8423235282738313e-05 -2.211981229325641e-05 1.2497759296437589e-06 0.00018258545878990312 -6.2519729657298045e-05 0.00049766017935429024 0.00029185256364672754 -0.00025215027899843691 -0.00012084288600924346 -0.00022449292158095575 0.00021122039703631125 0.00017143412190379897 0.0001145461277767615 -0.00016286668219364178 -6.910897472982225e-05 -5.2460318078782927e-05 -6.5313020428618501e-06 -0.000118688464771396 -0.00013367501078654918 -8.9374368055367747e-05 -0.00014045334238252762
leaf_count=5337 4359 3939 4257 7054 11839 8361 19162 8279 20386 21519 19853 9701 7940 23559 1197 2410 21550 11230 28895 9876 5985 4564 10774 7450 31568 4238 9403 5168 7012 25066
internal_value=0 -0.0999944 -0.0662334 -0.134076 -0.0217062 0.105411 -0.00529084 -0.261129 -0.197107 -0.032293 -0.113861 0.00986731 0.121406 -0.166891 0.0786036 0.10876 -0.18634 -0.241154 -0.224661 0.179167 0.0797777 -0.0499441 -0.0719028 -0.261321 -0.0349437 -0.234781 -0.03628 6.73e-06 0.0332007 -0.259797
internal_count=361931 332372 232437 102943 129494 29559 117655 48983 99935 96083 35340 60743 17641 79549 5136 21572 74413 15487 40704 21198 11322 53960 49396 36345 38622 50854 43102 33699 28531 46616
shrinkage=0.000714163


Tree=785
num_leaves=31
num_cat=0
split_feature=470 464 705 497 1047 21 1020 458 635 792 1455 140 1312 1458 1466 1049 1452 821 409 899 789 665 1469 710 1461 478 1449 1463 1452 1454
split_gain=112.045 177.96 86.622 81.7539 80.5656 70.9281 74.6446 66.9231 65.5509 66.3514 63.8838 60.6913 59.1679 55.9575 54.4542 52.3616 50.3883 50.2494 48.5208 48.1407 45.8417 50.4979 49.1251 45.684 44.8792 44.6967 44.4723 59.4696 52.0511 51.7216
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.62026487867602198 2.4192885550665473 -0.64366902969566719 -0.70163543588998201 0.44670980992553178 1.9901706508881272 -1.0561507523790512 1.0000000180025095e-35 0.80851755981579754 -0.48546444577241915 0.29965315022093347 2.6054386111478895 0.51364500316626394 1.261689008203277 0.90005214643023135 -1.0305144854359449 0.96281525827728831 -0.056504586868534233 1.1248358748350926 0.85652824257920523 -1.3184646215665221 2.6836545729379284 1.6859053074631882 1.0000000180025095e-35 -0.4886477565438177 1.5602784260520435 3.2256677845823187 -0.80169152520006459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 8 -1 10 12 11 -4 17 24 -6 20 23 18 -5 -16 -10 -3 -11 21 -7 -22 25 -2 -13 -12 28 29 -28
right_child=2 14 3 15 7 6 -8 -9 9 19 26 13 -14 -15 16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010842000911103582 -3.5822246965646708e-05 -6.7470780040960009e-05 -0.00062259036824685392 0.0014796846522605693 -0.00095550533934968599 -0.00022721594540005266 0.00012501342857019736 0.00047642934184085424 -0.00028332172289934282 -0.00024897461791529923 -8.3064233248803589e-05 -0.00030710093733021717 -0.00068913778563018996 0.0015471148428324551 0.00010813148408151199 -0.0003120072499381695 0.0010475102802743885 0.00064710154174553414 -0.00064656548732203796 0.00029940347059333118 0.001727374183356019 0.0003857197446995443 -0.00079523554901656261 0.0021336787169180904 0.0010016730772029055 -0.0010942682558230284 -0.00080923215850759681 -0.00074747073949297496 -0.0023583568427576105 0.0020603388533033725
leaf_count=20768 32172 63421 5507 3230 17496 34995 23132 3718 3648 14930 1769 30883 18253 712 12892 890 3262 17335 10190 12896 326 7578 8636 430 2145 6807 401 611 157 2741
internal_value=0 -0.0769651 0.00294361 0.0679254 -0.171918 -0.0289586 -0.0608659 -0.130148 0.0459557 0.0676538 0.0503596 -0.155639 -0.0984747 -0.105092 -0.0150092 0.338383 0.096759 0.156688 -0.0416239 0.00373788 -0.0624939 -0.0338393 -0.207859 -0.120235 0.0113987 -0.129726 0.254308 0.377544 0.486907 0.543509
internal_count=361931 170579 191352 58436 80814 132916 92920 60046 54316 48809 39996 56328 69788 38832 89765 4120 16154 20983 73611 27826 51535 42573 8962 38120 34317 37690 5679 3910 3299 3142
shrinkage=0.00325197


Tree=786
num_leaves=31
num_cat=0
split_feature=50 56 426 644 785 1470 1081 188 530 1089 1373 843 18 215 1151 1470 953 940 567 728 567 1023 676 1167 714 1463 1255 1459 1148 710
split_gain=108.907 159.955 80.9286 77.8086 67.3345 53.0666 58.3864 60.9325 50.9207 54.8823 50.7778 48.2828 47.5428 49.7425 46.5107 44.7399 42.7328 42.3006 41.8578 41.0589 40.7502 40.6291 38.6253 39.5903 37.8836 37.6262 37.2792 36.3382 39.5157 35.9445
threshold=0.55630078546380823 1.0000000180025095e-35 -0.55562053062286942 -0.34929633066952553 -0.86283290253235112 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.65530826815947285 2.0432904141844479 -0.25014513511227293 -1.2360170231263641 1.0000000180025095e-35 -1.3782462404802098 0.67505964681462227 1.0000000180025095e-35 1.7811711699895054 -0.49008176997875957 -0.37067617901943933 6.7933405438584433 2.2057843579161749 -0.66057125917176163 -2.4067132106174536 0.94170239728407068 -1.2411412833958753 0.73871680408646412 0.85514867284464147 2.0142775757586349
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 10 19 -5 7 16 9 -2 24 22 13 -6 -3 -14 21 -16 27 -4 -11 25 23 -12 -1 -7 -9 28 -17 -15
right_child=8 2 4 5 12 6 -8 26 -10 20 11 -13 15 29 17 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032536127663097846 -0.00024851254595315871 -0.00039304043534178919 -0.00058956536968480481 2.9263796648478777e-05 -0.00059082906403027226 -0.00083881697618596316 -0.0007890943146368146 -0.0011709822794373505 0.00021178436332116121 -0.00018672861841803089 -0.00022344635927606143 0.00095864296624868957 -0.0021558638414564263 0.0001402506318767777 4.6649853442987044e-05 -0.00028032963661425145 9.0242702457157296e-05 -0.00046176488107135664 0.00049807594733805984 0.00057759795413165661 0.00029906168863384785 0.0034384741513437383 -0.00092786916382161871 0.00014510511081113926 -0.00046985891090740438 5.2564220083467239e-05 -2.1191985224661959e-05 0.00021664354680702948 0.00017317329897386462 0.00073668064766149147
leaf_count=68 19999 23150 878 6429 3034 18647 23569 1188 43551 7164 19821 1272 265 37474 23688 30661 2623 7787 2745 8882 13449 47 1860 16663 16703 2243 12525 6497 6223 2826
internal_value=0 -0.0522836 -0.00861327 -0.121227 0.0256157 -0.18252 -0.20895 -0.151214 0.03626 -0.0182424 -0.0596094 -0.0188536 0.00722615 0.0570779 -0.0813054 -0.0406916 -0.242956 -0.0241624 -0.0354057 0.191201 0.0558508 -0.289608 -0.03425 -0.0190185 -0.180878 -0.298196 -0.0402452 -0.052883 -0.0803621 0.0742592
internal_count=361931 277768 154110 123658 99485 67271 60842 37273 84163 40612 56387 39616 89725 43334 54625 46391 23560 31475 46126 9760 20613 20937 38344 36484 16771 20890 13713 43381 36884 40300
shrinkage=0.00246459


Tree=787
num_leaves=31
num_cat=0
split_feature=728 659 693 705 1020 556 276 706 1189 747 848 686 497 1176 1466 708 1394 1400 599 214 409 1459 414 746 112 792 349 469 692 273
split_gain=107.212 93.7008 93.0879 93.9923 71.9441 66.7988 60.0144 59.5794 66.3674 53.0873 55.333 52.0148 46.0548 44.0404 43.0609 41.459 41.4368 38.8942 40.187 45.7298 38.5608 38.5234 41.1149 37.2335 39.1338 36.9833 37.0068 36.4594 36.2812 36.2532
threshold=1.0000000180025095e-35 0.62821384419828064 -0.31170898610154357 0.89008618839080589 1.0000000180025095e-35 0.2545976399024385 -0.15442362830078724 1.5724059030450566 -1.5161058611062252 2.2668746584208797 0.19110288441975898 0.1605379974679314 2.0895063784560848 -0.028442932103722795 0.37829601484295772 0.47843709717639576 -0.77399766805901893 -0.83730841025551084 1.4636847626011269 2.3213228268886947 1.8072418525143996 0.49900387419946662 -0.20060593504936666 0.66766320980544069 1.0000000180025095e-35 1.0000000180025095e-35 0.31875318858041496 1.0000000180025095e-35 -0.021803997990765166 -1.4062429412021196
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 17 16 14 11 -9 10 12 15 -5 -8 23 28 -1 -2 -19 -20 -3 22 -15 24 -4 -25 -27 -10 -6 -7
right_child=4 20 3 9 7 29 13 8 27 -11 -12 -13 -14 21 -16 -17 -18 18 19 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00037764705591396123 -2.884612217908133e-05 -0.00028508768393362122 -0.00028978412002241428 0.000608263339813365 -0.00029735605634768279 -0.0012006171244545968 -4.3926873592835291e-05 0.0021905374039079945 0.00053556644002115505 -0.00074799821130225189 -1.6200009783410865e-05 -0.00070813945437389874 0.0017046216843779906 -0.0001673555916308391 0.00026106563265169351 -0.00082867443540883871 8.8421737032848407e-05 -0.00076686831743799676 7.6289235173607233e-05 0.0061484568600359201 -0.0012692968201173725 0.00087875251798947554 0.00046654127615168063 0.00075950377644044733 -0.0010333233633751809 -0.0006289569404480575 0.0007550892989213868 -0.00034782922357276508 0.00023279364358871484 -0.00037474592684713127
leaf_count=15026 7706 38074 20461 23136 14141 5755 22293 852 6632 1589 7346 15064 1923 8211 9595 4640 42165 36938 2797 88 2950 5790 15143 2873 6014 3370 1327 5118 15114 19800
internal_value=0 -0.00475295 0.0136414 0.048552 -0.0926931 -0.0462208 0.0129602 -0.043265 0.0973291 0.142414 0.161294 -0.0802397 0.206601 0.0616879 -0.0474139 -0.0358273 -0.00710944 -0.170263 -0.203191 0.0790228 -0.100719 0.113934 0.0741503 -0.0853522 -0.128031 0.0395608 -0.0728848 0.0467773 -0.00645905 -0.150311
internal_count=361931 252841 211817 129071 109090 82746 95077 61561 12602 33994 32405 48959 25059 51437 43640 33895 57191 47529 39823 2885 41024 29144 23354 34045 26475 7570 4697 11750 29255 25555
shrinkage=0.00338335


Tree=788
num_leaves=31
num_cat=0
split_feature=614 785 332 395 540 728 727 194 1323 548 602 1092 539 1449 807 567 872 789 598 1436 1223 1453 21 729 1464 971 852 858 706 1092
split_gain=286.919 233.828 198.592 227.668 143.52 111.021 103.924 98.7414 94.4752 86.8498 87.5855 74.7426 73.1145 72.6714 66.0649 63.6584 68.0962 61.9239 61.7406 57.72 63.401 57.2994 54.2756 55.8041 53.2544 51.6169 51.5108 50.0803 49.9529 49.3866
threshold=-1.0625654336828987 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.5271592296785539 -0.77783235518120974 -0.40317080334297789 1.0000000180025095e-35 2.9499917481720264 1.0000000180025095e-35 0.74561756370782817 1.0000000180025095e-35 1.9230512149791059 3.0757328524286596 1.1248358748350926 1.0000000180025095e-35 0.60428344764309971 1.0000000180025095e-35 1.0270461581008248 -3.9164670491403295 0.75637635299260908 -0.014205097036277146 -0.90130757600070643 -0.22706799479215015 1.0825608069246189 0.62672487627420737 6.1787956965714796
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 6 3 5 17 -3 28 8 -6 14 12 27 -11 19 21 16 24 22 26 20 29 -1 -4 -24 -10 -8 -5 -9 -2 -7
right_child=1 2 4 18 7 13 25 11 15 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.4145043418214176e-05 -0.00013634491689032974 -2.1539973680131986e-05 0.00075764330726587616 -9.0513375538919778e-05 -0.00014403171473436141 -0.00039170308897097151 -0.0001049646110741115 0.00021060097649268315 -3.5188148459371562e-05 -0.00043689402535148606 -0.00013844709939252929 -0.00029830072307304511 -0.0002114059215925814 -6.5354666921761697e-05 -0.00021278610940235273 0.00020319284670074396 0.00047634657333323939 -0.0002048965899647343 -0.00011685484170155675 -0.00012782943974169381 -0.0002123887345830719 0.00016018421664020787 -1.1048478749100908e-05 -0.00012988890061912454 6.6612659596683403e-05 0.00020846578601793478 3.3885517491338536e-05 -9.1435887670172713e-05 7.0137206597910501e-05 0.00079431440711025974
leaf_count=21659 4711 8343 164 12950 10159 21126 1345 10007 31072 13239 29593 749 14275 6566 9373 4009 648 9209 21175 6873 12632 3017 23465 19365 18634 14652 24991 1327 6534 69
internal_value=0 -0.0474692 -0.0696002 -0.141346 -0.0172509 -0.261674 0.130222 0.0354446 0.00284776 -0.198982 -0.263006 0.193143 -0.383367 -0.313283 -0.113261 0.0336159 0.0138415 -0.106344 -0.0565204 -0.355666 -0.404169 -0.0549688 -0.073112 -0.0784673 0.00509154 0.238777 -0.00820013 0.231857 -0.0151489 -0.505413
internal_count=361931 270775 243533 114725 128808 55609 27242 76605 64522 91156 57107 12083 27514 47266 34049 54363 50354 52203 59116 40700 33827 24676 42994 42830 49706 15997 37941 11334 11245 21195
shrinkage=0.000757875


Tree=789
num_leaves=31
num_cat=0
split_feature=1430 1298 1469 1430 1368 651 884 809 606 652 1319 21 341 1460 1375 747 522 1231 1453 943 1168 746 277 927 996 866 1382 478 1466 785
split_gain=107.683 178.425 135.1 109.73 80.6397 80.5114 74.6725 66.1129 62.2273 57.9041 53.9372 53.4621 51.0208 50.6691 52.6523 50.1731 48.8354 48.6816 46.4383 49.4804 46.3356 46.2407 47.551 45.7071 54.7893 46.0612 45.4822 42.8241 41.4894 40.6945
threshold=0.54622893720785959 1.0000000180025095e-35 -1.1374964112163577 1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 0.66905551989196432 1.0000000180025095e-35 0.44224916350105375 -0.98896428961744431 -1.9061454630617805 -2.9709283393608152 1.6369401821412268 1.0558419270737807 2.3417410381969046 0.98810451262880827 -0.71745339412579689 -0.55512259543958953 1.257127198603895 1.4693784537238983 0.56478982777245867 0.66766320980544069 0.29281561496408309 1.0483613175537825 1.0565563832172893 0.5880156106821478 2.1465541091483593 1.8167082398441956 2.8104277349532114 -0.86283290253235112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 6 9 15 7 12 20 -3 -7 -5 -4 14 21 16 -2 26 19 -11 -6 22 27 24 25 -12 -1 -13 29 -18
right_child=5 4 3 11 8 10 -8 -9 -10 18 23 13 -14 -15 -16 -17 28 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005617563751411026 0.00047512527313760939 0.00032438980757747545 -0.00093178484733010458 0.0040562597167522006 0.00012032062772721722 0.0035332682384989944 0.00058833195933024956 -0.00042664934626768209 0.000525307664774456 -0.00023651273632316084 -0.00022251548991701747 -0.00010123528580055368 -0.001996142548659598 0.00046815926794400948 -0.0013766420280396483 0.00071521518300201648 0.00073164166223116237 -7.6639039620647172e-05 0.00033333941293022592 -0.00099244151765220858 -0.00062078536859213739 0.00074212580510619997 -0.00082240275790952742 -0.0013230865923515443 -0.001329743044193379 0.0013057442535932434 0.0027512784695697592 -0.0014771350297064587 0.0014331050826369744 -7.1468924903491036e-05
leaf_count=4515 16842 11552 38902 113 36971 161 1936 17772 18234 65832 5521 23059 6667 4536 3305 8191 3348 9674 6811 6881 5926 1988 9979 2657 1903 1134 470 1761 936 44354
internal_value=0 -0.0501606 -0.119742 -0.152452 -0.00204332 0.0383249 -0.225239 -0.244341 0.0557229 -0.0463522 -0.127873 -0.0713169 -0.304163 -0.0761072 -0.103096 0.0644579 0.0431408 0.0698302 -0.0691861 -0.0872097 0.010011 -0.0808044 -0.102073 -0.146142 -0.0708932 0.0187567 0.234014 -0.0522165 0.00725826 -0.00249331
internal_count=361931 276884 124677 110018 152207 85047 65277 63341 61131 91076 11376 44741 45569 44628 40092 73671 65480 14659 79524 72713 42897 36787 34799 11215 8558 6655 4985 24820 48638 47702
shrinkage=0.00338335


Tree=790
num_leaves=31
num_cat=0
split_feature=198 184 1458 21 1166 269 1425 747 1465 21 1456 665 1454 1203 1449 125 710 1452 1465 1458 1458 1459 1465 1098 785 1469 832 1093 50 1465
split_gain=103.814 85.4488 84.671 95.5912 82.8842 75.2526 77.8783 82.004 71.2124 70.6718 69.2065 65.9029 59.2523 57.2762 56.0345 54.835 52.69 52.2147 68.8679 80.5621 55.962 64.3149 81.0243 52.2856 50.2634 47.7243 47.3836 47.0014 46.2166 46.2155
threshold=1.0000000180025095e-35 1.384368771371848 1.8460070869938618 -3.2545899522946695 -1.2508507625752519 -1.2832447556410924 -0.49854827941355384 2.9062597313169154 -0.13762826918422091 -0.13431221002227373 0.042545365537477266 3.0858555402564884 3.8331818028246452 -0.50375769823288019 1.6354124814891826 1.5320262332576917 1.8242797381313243 -0.63504016340352343 -0.58331477857565561 -0.073555242906561055 -0.069892912842692612 -0.33635779137711869 -0.48237602115329431 -0.37373492001924641 -0.86283290253235112 -0.60639405475391805 0.85282743195300459 1.378631647510083 0.55630078546380823 -0.57092616571375676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -6 9 8 11 -7 12 14 13 -5 15 16 17 18 -8 -20 21 23 -23 -19 -10 -18 28 -11 -2 -21
right_child=26 -3 -4 4 5 6 7 -9 24 27 -12 -13 -14 -15 -16 -17 25 20 19 29 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025853186053060901 -0.00042362376001746913 -0.00039622970556332175 0.00045633567062141787 -0.00047701478764860882 -0.00031008991890547639 0.00015562791274335912 0.000696050322004698 -0.0010938866240258719 0.00095549658320586122 -0.00017633513243912004 -0.00076129739705405692 0.0013996294476276826 0.0024784597569067097 2.9218580907512283e-05 0.00088965522951276789 0.00055042265966950376 0.0015371265684182231 -0.0010136417993017737 0.0002445054645580601 -0.0060169999738715332 0.00010634029209197573 -0.00054345390042473331 0.00039927118420380806 -0.00013424911548209393 0.00029277377360037145 0.00014033082383008806 -0.00086223482522033133 -0.00079430155385285005 0.00012244710787130854 -0.0011373786419483279
leaf_count=439 29930 29777 13048 19483 29170 26785 5591 1877 4569 40595 12262 1133 274 24822 2487 4930 1193 9260 3724 87 11409 8253 6080 3816 41464 3182 9923 6198 8450 1720
internal_value=0 -0.0124126 -0.00165096 -0.0107041 -0.0126076 0.00527927 0.0199334 0.054877 0.0625296 -0.0353221 -0.0963829 0.0152863 -0.0538653 -0.0622368 0.00510369 -0.00860069 -0.0299202 -0.0502323 0.0772237 -0.0929042 -0.0885659 -0.142887 -0.0448145 -0.257285 0.124612 0.192496 -0.13249 -0.0860169 -0.0973538 -0.467171
internal_count=361931 313628 283851 270803 270364 213523 184353 110775 108898 73578 56841 62865 44579 44305 61732 59245 54315 49940 11122 5531 38818 27409 14333 13076 46033 4375 48303 46793 38380 1807
shrinkage=0.00288765


Tree=791
num_leaves=31
num_cat=0
split_feature=785 728 519 727 784 921 727 181 588 382 561 319 727 727 852 647 590 706 783 971 846 650 363 830 564 927 340 921 1465 911
split_gain=305.065 199.257 137.037 160.998 139.239 128.066 116.828 88.887 86.8212 74.0185 71.6821 68.3445 67.3128 66.8755 62.5585 60.7615 151.854 57.8385 56.86 55.6478 53.695 53.4288 53.4108 51.5616 49.345 48.1327 47.6809 46.8866 44.644 44.3715
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 0.55894040826437752 1.0000000180025095e-35 -1.5722412400100421 -1.1275738623161491 -0.22706799479215015 -0.87782724458594241 0.58895901036483078 0.62672487627420737 1.1155635910225459 -0.8891902375834092 -0.53268848306471728 1.6923072129381651 0.82657874128394393 1.6405209124780595 1.9546110090380651 1.0483613175537825 1.3931997016493665 1.0000000180025095e-35 -0.51923091368911811 0.85864930037059206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 7 13 17 10 9 27 14 15 -7 21 22 16 -3 -1 -15 -8 -17 -6 -2 -14 25 -19 28 -5 -21 -10
right_child=1 11 3 8 5 12 19 -9 29 -11 -12 -13 23 18 -16 20 -18 24 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00022659481625942921 -0.00016434255996083705 -0.00021019006130994347 -0.00027610594734036855 1.3163117803300488e-05 -5.4328011735825716e-05 -0.0002168426685411561 -0.00018847409790434023 -0.00024419109430030595 0.00037294062095477945 -0.00013743081780902644 -0.00021948899512096249 -0.00032342490082163636 9.5407026715019672e-05 -5.1689650459053698e-05 -0.00011217275326066339 -0.00016140405774548643 0.0003697945558693988 -0.00012334067112181255 -0.00020661052971999985 -1.1556264959740088e-06 -0.00025257109526492642 0.0002813156390525777 -0.00032059143044375893 0.00045641390220567467 0.00027021993885522976 0.00025681450898780499 -0.00021386183241027567 0.00029233144994722293 0.00017464513064136642 -6.4706836609443181e-05
leaf_count=5567 35316 3939 3824 3420 7448 1214 1561 37895 2016 4399 34707 20386 4973 7314 63136 23559 1197 5356 16414 4698 50854 1072 6116 937 906 722 937 1672 9812 564
internal_value=0 -0.239083 -0.207304 -0.0313132 -0.222268 -0.112043 -0.0189984 -0.248609 0.077444 -0.00912149 -0.225681 -0.327803 0.129767 -0.169299 -0.199761 -0.300464 -0.0763691 -0.164089 -0.22698 0.097456 -0.317977 -0.0142802 -0.264805 0.216259 -0.0463353 -0.11078 0.137025 0.151051 0.168151 0.397089
internal_count=361931 332372 232437 15895 216542 39372 29559 177170 12071 9491 139275 99935 7124 32248 104568 79549 5136 12551 23728 17008 74413 8520 41432 5910 6984 6078 15447 5092 14510 2580
shrinkage=0.000700159


Tree=792
num_leaves=31
num_cat=0
split_feature=785 728 871 784 1022 1016 712 921 595 578 959 727 746 962 683 788 1309 746 1292 1367 487 747 353 1428 689 815 692 981 1458 794
split_gain=304.505 221.324 152.123 120.136 118.391 142.321 111.696 90.3251 87.3677 69.9657 68.8622 68.8346 63.2984 62.5257 59.7191 81.5382 57.485 61.0137 57.2027 65.6687 56.4941 50.1149 49.8905 49.4849 48.8578 47.6046 58.4289 47.5045 46.7632 45.2876
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0525743831388839 1.0000000180025095e-35 -0.87905496296652397 -0.98621059485438678 -1.5722412400100421 1.0000000180025095e-35 0.78457125397875782 -1.3831318875547542 0.38349571241217301 0.81883784246325297 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6304501485392697 6.1031850957970919 -0.95207311418539053 1.0000000180025095e-35 -0.4288425582216272 0.67237773758774566 -1.1639283466363792 1.9803212314877492 2.705011497421657 -0.55929652627125603
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 10 -1 -5 16 -8 -2 -9 21 18 -6 27 17 -3 19 -11 -4 28 -17 29 -19 -24 -27 -16 -12 -7
right_child=1 8 20 7 14 23 9 11 -10 13 12 -13 -14 -15 15 22 -18 24 -20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00019697788742424496 -0.00039694649549562301 -0.00020350369065786877 -0.00012246645974856764 1.1285935338640534e-05 -0.0001034685477611476 6.8622616438458799e-05 0.00031971302837286553 -0.00014460409044036323 -0.00026446668862480354 -0.00010120898932403898 -0.00023162532365774647 0.00027083415385482858 -3.8978571261933633e-06 -7.4695611172365879e-05 -3.7094570376938749e-05 -0.00011684351467564195 -1.2418411565406916e-05 -3.5636991278554404e-06 0.00020999654144046673 0.00015403593552888026 -0.00036155368867381998 0.00056302125130311832 5.5659582524433492e-05 -0.00013849548338022485 -0.00013748724089725347 -0.00031186720311391004 0.00026521062908967433 0.00017255718894092169 0.00032131348992312159 -6.1095003312118317e-05
leaf_count=3225 7008 33118 42431 28222 16532 10927 3439 1086 20323 3950 20382 5473 4463 4332 46419 2441 10098 9947 9355 5258 3878 162 9323 9808 26449 431 5189 2345 358 15559
internal_value=0 -0.0989535 -0.0652929 -0.0404505 -0.0670687 -0.138351 0.118737 0.0674791 -0.195854 0.159735 -0.262863 0.276281 -0.216766 0.119409 -0.0175554 0.00723452 -0.164657 -0.191196 0.170347 0.0579205 -0.186886 -0.280363 0.124079 -0.0552194 -0.13176 0.164555 0.303201 -0.0352003 -0.293707 -0.00946554
internal_count=361931 332372 232437 186128 151347 68667 29559 34781 99935 26334 32373 6559 25365 22895 82680 66148 79612 69514 18563 9208 46309 20902 17384 36294 36396 14943 5620 48764 20740 26486
shrinkage=0.000743015


Tree=793
num_leaves=31
num_cat=0
split_feature=785 728 871 784 1022 1016 712 921 319 727 959 647 590 846 746 683 788 1237 1160 1361 487 816 353 815 692 1428 630 1458 50 981
split_gain=300.827 283.851 168.378 128.791 117.256 135.571 111.578 98.4735 87.2022 75.0856 72.6483 71.583 153.209 67.9604 66.196 66.1586 83.1038 65.2922 61.9032 60.9661 56.809 55.8265 52.5831 50.5685 61.5048 49.2231 48.9108 48.9065 47.4898 47.4722
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0525743831388839 1.0000000180025095e-35 -1.5722412400100421 -0.98621059485438678 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.0000000180025095e-35 -1.3831318875547542 0.38349571241217301 1.4298092310842805 1.0000000180025095e-35 1.0000000180025095e-35 1.6304501485392697 6.0906794990390116 -1.0038946461559719 0.67237773758774566 -1.1886496528841197 1.0000000180025095e-35 0.23574602101832404 2.705011497421657 1.4829784501753427 1.9803212314877492
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 10 -1 -5 11 -9 -2 12 -3 26 21 -6 29 18 19 -8 -4 27 -18 -24 -25 -7 -13 -12 -15 -17
right_child=1 8 20 7 15 25 17 9 -10 -11 14 13 -14 28 -16 16 22 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018784276361515174 -0.00037448673716117937 -0.00011439295035838301 -0.00011810833203137292 1.3952347847446225e-05 -0.00010029340465539261 -6.2345237870044759e-06 -4.7643335560348562e-05 -0.00013959981881434428 -0.00025704445144477718 0.0002686635051880691 -0.00021466982485658951 -1.8695690185346385e-05 0.00047665056938586757 -0.00019039147278383762 4.7600108869007061e-06 -3.279559547411182e-05 -0.00012356152064142183 -0.00014606459252441728 0.00019854484171330739 0.00015428654388383969 -0.00034328327799189225 0.00059041673440372649 5.3252639254726537e-05 -0.0003032895537838238 0.00025451515149344732 -0.00012959583799166655 -0.00017593422920443114 0.00031816569484573252 -2.2412588754381658e-05 0.00016438102793290345
leaf_count=3225 7008 3939 42431 28222 16532 26486 5749 1086 20386 5473 20392 15464 1197 46616 4463 46419 2226 1892 12624 6069 3878 152 9463 431 5264 9808 8095 358 4238 2345
internal_value=0 -0.101356 -0.0631938 -0.0370724 -0.0645839 -0.135431 0.114706 0.0745547 -0.210412 0.291946 -0.256861 -0.178938 0.0692753 -0.198526 -0.209485 -0.0153923 0.0106668 0.155645 0.183525 0.0799182 -0.190778 -0.274427 0.128368 0.16758 0.30934 -0.0544558 -0.0976862 -0.288208 -0.247913 -0.0321368
internal_count=361931 332372 232437 186128 151347 68667 29559 34781 99935 6559 32373 79549 5136 74413 25365 82680 66148 26334 24442 11818 46309 20902 17384 15158 5695 36294 23559 20750 50854 48764
shrinkage=0.000700159


Tree=794
num_leaves=31
num_cat=0
split_feature=43 118 1430 1091 789 1469 1436 393 705 1303 781 787 962 747 731 507 188 854 1462 957 846 1462 1469 1470 340 1360 1466 990 1449 965
split_gain=105.576 89.4666 79.2137 144.884 85.5612 76.2134 76.6955 63.2335 58.9168 62.4881 61.4164 58.8703 58.9302 58.4013 49.6653 71.137 48.1908 46.4698 45.9377 45.9884 43.4944 42.9256 42.8056 44.9764 41.5515 41.3473 41.2892 40.6827 40.2903 39.5886
threshold=1.0000000180025095e-35 1.1315434704044114 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -1.2791237062730081 1.0000000180025095e-35 1.9306075413196593 0.33331205723331525 1.7160994611581364 1.0000000180025095e-35 0.90089217413124356 0.78457125397875782 1.0000000180025095e-35 1.7256957373890334 1.0941628986121894 1.0000000180025095e-35 -0.87473648844905705 4.0723155983858552 1.0000000180025095e-35 -0.39434562309276328 1.1061400540281336 0.28271063087949944 1.1605466117522381 2.6624470928684718 1.1324559382631265 0.90053384096324118 0.65656536832909496 1.2624102624837521 0.10980254379742337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 26 25 8 14 10 11 12 -10 21 22 29 -2 -12 19 -18 -9 -5 23 -4 28 -7 -1 -19 -15 -16
right_child=16 -3 4 13 -6 6 -8 20 9 -11 17 -13 -14 24 15 -17 18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010838438628919651 -0.00051920207853413392 -0.00033623495495382503 0.00019928841715697104 -0.00027334855838842667 -0.00030692250963662663 -0.00054684636617722182 -7.429939000430528e-06 9.7543370892825591e-05 0.0007757451245774176 -0.00067803449640400925 0.00099378419169704208 -0.00021479096248170913 -1.0188419709557758e-05 0.00016976734421936395 0.00047415286060917955 0.0012271902012895406 -0.00011312708260753005 -8.97782384046905e-05 0.0021440875401993681 -0.0007960269562407176 -0.00095380317994283952 0.00053414392559286911 -0.00029380099680877765 -0.00037034633472364422 -0.0010335703615733166 -0.0013159921421545908 0.0016688504923988785 0.00064243335024752888 0.00082910689156160311 -0.00014290975359154101
leaf_count=2530 35052 36646 25123 21888 16163 35925 10865 2613 19411 2106 1643 3006 4126 32210 7143 2290 33902 14351 271 5552 3262 2586 16926 6506 1186 4937 654 2908 3148 7002
internal_value=0 -0.0124963 0.00141726 -0.0432612 0.0352103 -0.140293 -0.16791 0.0548566 0.0656544 0.119921 0.135331 0.200106 0.23446 0.0228261 0.0224102 0.120203 -0.112955 0.0465696 -0.0617835 -0.0691085 -0.167604 -0.0643106 -0.0139385 0.031782 0.0726942 -0.223262 0.16118 0.013465 0.0836158 0.0618407
internal_count=361931 287154 250508 115929 134579 54911 51727 118416 112541 47551 45445 26543 23537 61018 64990 16435 74777 18902 39725 39454 5875 24474 48555 31629 36544 40862 3184 17259 35358 14145
shrinkage=0.00277552


Tree=795
num_leaves=31
num_cat=0
split_feature=785 263 50 341 1076 705 712 202 56 1470 81 566 578 1362 1469 529 1237 1292 1367 1470 1237 476 543 651 726 408 334 789 363 885
split_gain=284.306 204.373 216.375 123.142 118.085 108.431 105.843 100.89 96.0695 87.1679 74.7008 71.3045 71.1978 70.8342 71.3718 66.924 61.2449 53.7745 71.327 53.1617 52.975 51.708 51.6767 49.8287 56.0923 47.5891 47.4116 47.3154 50.5005 46.5824
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.3462168560862613 1.0000000180025095e-35 0.46179839519273613 -0.63779424894106762 0.56345046278266753 1.0000000180025095e-35 -1.2126727935954851 -0.77401038984018877 2.3824772829776841 -0.87905496296652397 1.0000000180025095e-35 -0.62606451240067507 1.0000000180025095e-35 1.4298092310842805 1.0000000180025095e-35 1.0000000180025095e-35 -0.9446014986392639 -0.28519018627306392 -1.316508667510939 1.0000000180025095e-35 1.1107569744011787 1.0000000180025095e-35 -0.62969605530390083 -0.5491441532643816 1.1248358748350926 0.72385255914583335 6.7447596507476248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 13 27 -1 8 9 -2 -7 -12 -8 14 -4 21 17 18 -14 26 -16 -6 -10 24 -11 -22 -15 28 -3 -26
right_child=1 5 4 -5 15 10 12 -9 22 23 11 -13 16 19 20 -17 -18 -19 -20 -21 25 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.00018652182724267037 2.0660115724469963e-05 -3.9085888951088202e-06 7.1182742992975599e-05 -0.00026709066639218015 -0.00019079089676358872 -0.00011001280594512141 0.00030389344384497679 -0.00028905955849485213 -2.8057325931469157e-05 -5.7282114398040443e-05 7.4725420776878957e-05 0.00033769232359731659 -0.00010342284958584205 0.00022807445185108006 5.809949564308734e-06 -0.00019078860103544136 -0.00018377715809867568 0.00017544842809949875 0.0001333523808733826 -0.00011350828027736565 -0.00019525828157137415 -3.8871812605682126e-05 -0.00023631645816592857 -7.7960894247517912e-06 -0.00025019083107908155 -1.6448866204491637e-05 -5.7063828807867049e-05 -0.00017891710306832184 -0.00015477168524553609 0.00090443946974667476
leaf_count=3225 5360 29233 21533 27545 7917 4322 3439 10838 30427 5273 19448 2151 4691 2003 25449 21222 1734 10402 6068 27287 7907 23328 3737 3119 31887 6496 3883 5576 6370 61
internal_value=0 -0.0977306 -0.128214 -0.208461 -0.0762901 0.000893929 0.112585 -0.171995 -0.146067 -0.22525 0.0983295 0.142687 0.152477 -0.0330729 0.00720123 -0.162953 0.111824 0.14154 0.0415947 -0.116676 -0.0471603 -0.101731 -0.0654086 -0.27043 -0.300223 -0.154305 0.0672362 -0.0684403 -0.0407302 -0.344323
internal_count=361931 332372 265272 118247 147025 67100 29559 90702 79864 45700 25921 21599 26334 94558 61385 52467 22895 21161 10759 33173 39852 31245 34164 40340 37221 14403 5886 41179 35603 31948
shrinkage=0.000714163


Tree=796
num_leaves=31
num_cat=0
split_feature=785 728 1307 784 677 602 921 728 784 595 519 723 726 1237 878 1309 727 1160 1166 746 1016 588 934 830 689 401 783 548 586 1047
split_gain=298.779 212.198 151.639 156.381 119.978 147.453 114.178 106.35 89.9812 82.7183 79.6769 85.5192 74.7469 66.2364 63.2391 62.9846 59.4851 59.0964 58.5966 57.1998 54.4422 54.2816 52.046 49.9251 49.7415 49.2489 56.3904 47.3221 47.0294 45.1672
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3390041783085433 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.4298092310842805 1.0000000180025095e-35 0.81883784246325297 -1.1275738623161491 1.0000000180025095e-35 -1.2508507625752519 1.0000000180025095e-35 1.0000000180025095e-35 -0.31407487021714353 1.0000000180025095e-35 1.6405209124780595 -0.4288425582216272 0.66778437295061321 1.1155635910225459 1.6327850790471963 -0.55233311529615603 2.3738149868247693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 16 -1 10 15 27 -12 -8 17 -10 19 22 20 -4 -3 -9 -13 -5 -14 -21 26 -18 -6 -7 -11
right_child=1 9 18 6 8 28 12 13 14 29 11 21 23 -15 -16 -17 25 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018676282254182503 -0.00020870117883107592 -0.00020683427444583008 -0.00022796601629745687 0.00024202441123580642 1.8643169483699442e-05 -0.00016246136485350979 -0.00012500957165783225 -3.4823638442290844e-05 -4.7497002414931764e-06 -0.0002865893916194404 -0.00015973887194552756 7.1716895412497175e-05 0.00024461902365122021 -0.00016092066280739011 -0.00013601798217629084 -7.689675716662239e-06 7.0499330486752768e-05 0.00021473791208330518 -9.4993914647303673e-05 -5.6287448003016681e-06 0.00017341345277545572 0.00038018587383119946 -2.2643703545865798e-05 0.00063641285717414876 -0.00014327749977997696 0.00012173912972225821 -0.00012597854453533198 -0.0001326093196020283 -1.933180785520099e-05 0.00018291241619039318
leaf_count=3396 32052 33118 19749 4327 34947 7894 1141 6228 15431 19629 1437 2044 4615 1877 19875 10098 5369 12557 25025 9947 5501 3132 3045 864 26449 3826 11959 6993 28712 694
internal_value=0 -0.100564 -0.0676342 -0.0438417 -0.0740217 -0.146409 0.0782385 0.115305 -0.0253178 -0.1954 0.0313523 0.229834 0.310853 0.156832 -0.103367 -0.165119 0.019895 0.185085 -0.194001 -0.192831 0.0831304 0.34227 0.177338 0.403976 -0.135419 -0.0362777 -0.0867297 -0.0027077 -0.0628792 -0.351383
internal_count=361931 332372 232437 187663 152517 68658 35146 29559 83859 99935 48553 6613 6620 26163 35306 79612 28526 24286 44774 69514 11729 5176 7372 5479 36396 21154 17328 41940 36606 20323
shrinkage=0.000757875


Tree=797
num_leaves=31
num_cat=0
split_feature=785 181 728 852 728 784 921 539 727 815 1223 705 470 578 263 934 784 689 1107 497 619 694 716 681 885 671 677 1467 902 902
split_gain=317.2 230.512 166.658 126.766 119.132 95.7492 79.8175 72.7504 98.9331 72.2513 94.029 74.8813 71.8719 69.9242 67.3798 65.9036 64.3072 63.3009 61.667 61.633 56.3565 56.1939 54.9841 54.1771 52.6163 51.5236 97.6624 46.9917 44.7292 44.2312
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 -0.49008176997875957 0.9594655836162902 1.0525743831388839 0.6695026854463163 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.37185795862114152 1.0000000180025095e-35 -0.87905496296652397 1.6445160113075163 1.0000000180025095e-35 1.0000000180025095e-35 -0.4288425582216272 -1.3538140519341206 0.36112991067835792 0.83082504555296788 1.2342127532274445 0.39849607246918939 1.0000000180025095e-35 6.1053019920877674 1.0000000180025095e-35 1.0000000180025095e-35 3.2089320700182484 -0.059347742754958209 3.4436453420943347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 9 -7 8 21 10 24 -11 -4 -6 20 -10 19 -14 -15 -13 23 -2 -8 27 -5 26 -20 -3 -18 -19
right_child=1 14 12 5 13 6 22 -9 15 11 -12 16 17 18 -16 -17 28 29 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018870324615308313 0.0001105131110480086 -0.00018060292966541274 -0.00017923007962537203 -0.00016973636068175687 0.0003299160775553355 4.8745333073841201e-05 0.00033829634927296518 2.6991349108945374e-06 -0.00024301211575262547 -4.3737223123946414e-05 -3.7086314573892362e-06 5.7318241667415872e-05 2.6770760527537241e-05 -0.0002551777089973498 6.2546249454234037e-05 -0.00010283469109059062 -0.00010395078935486894 -0.00012137000369535648 -0.00010260663942970317 0.00025341185281433482 -2.2371864519068963e-05 -8.5627308035420249e-05 -0.0001497954675465498 -0.00033877385205022682 0.00065711521690921401 0.0001944851018021035 0.00017389383112092791 0.00023800969148320874 8.1123655489201426e-05 0.00062320632852638281
leaf_count=3396 6268 51170 38063 19642 3407 16429 3752 17898 16079 21791 22684 8092 11184 1111 3060 24098 5463 29033 5377 5830 5665 9585 596 9202 145 9958 6310 723 5745 175
internal_value=0 -0.0936502 -0.0664295 -0.0342011 0.128479 0.00900154 0.131757 -0.105193 -0.147945 -0.0213546 -0.0895 0.0301122 -0.159314 0.172339 -0.218536 -0.208436 0.101818 -0.0981265 0.131944 0.190846 -0.236879 -0.00226497 0.368603 -0.260701 -0.215024 0.155331 0.063749 -0.233654 -0.00932551 -0.155607
internal_count=361931 332372 262552 184097 29559 110169 20777 73928 56030 89392 42471 46921 78455 26163 69820 40177 25130 40392 22756 13922 66760 15853 4348 61095 19787 21645 11687 51893 11208 29208
shrinkage=0.000743015


Tree=798
num_leaves=31
num_cat=0
split_feature=1147 785 729 784 1022 1016 921 728 890 1464 1452 954 784 710 519 712 606 715 126 923 813 382 578 917 706 21 783 1048 1459 1311
split_gain=105.953 98.1368 83.9263 81.3994 65.1565 88.2216 59.7895 59.1256 57.2111 53.2603 52.4231 52.1213 51.5847 51.4417 50.3913 82.0416 48.3392 46.0476 45.3253 44.9476 44.7691 44.2953 43.7692 43.2346 43.4088 42.4126 41.877 41.704 40.805 40.6851
threshold=1.0000000180025095e-35 -0.86283290253235112 0.75637635299260908 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.49008176997875957 -1.3230736206490437 0.64223275086548759 1.1844650239005572 0.98873640907070304 1.0000000180025095e-35 0.79536837128804305 2.1420547332082829 -0.63779424894106762 0.44224916350105375 1.0000000180025095e-35 0.70880289725806289 -0.86449023226567734 2.1641256470006294 1.0000000180025095e-35 -0.87905496296652397 -0.63196957688581024 -0.24986529922571232 3.0805194032280743 1.1155635910225459 -1.436116858116794 1.9418244001765679 2.9834630783018015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 8 17 -1 -3 10 22 -4 14 -8 -6 -16 -14 19 20 -5 23 -17 -9 29 -25 27 -19 -24 -26 -2
right_child=18 2 11 6 12 -7 13 9 -10 -11 -12 -13 16 -15 15 21 -18 26 -20 -21 -22 -23 25 24 28 -27 -28 -29 -30 -31
leaf_value=-0.00051642079962981795 -0.00018571064230083931 -0.0013510431447593611 -0.0003009683649244434 0.0019967286841559993 7.5903661337335841e-05 -4.0157491154713392e-05 0.00091845215269051631 0.0010924470003272223 -0.00040263295481590743 0.00097966254971171697 -0.00093588623641106719 0.0003088437781105699 -0.00025081931173111808 -0.00041596695781530139 -0.00064939176558182138 0.0013917212797673333 0.00024402257489539633 0.00036561319385932831 3.8853690481513554e-05 0.00037547679207772212 0.00066151335844187218 0.00037616391233959227 -0.0015914105665207551 -0.00031063033093412114 -0.00080616551047407649 -0.0039405149059973102 -0.00018892638045928478 0.00030168555020358722 0.00056860743294498569 0.0021995495383070511
leaf_count=2755 16059 5524 76401 531 40648 35745 5443 2192 26310 4108 1134 5415 27292 1088 1309 2574 7580 6491 11142 6448 1306 2370 391 18750 23027 100 14391 14251 865 291
internal_value=0 -0.0140618 -0.0272285 -0.00363702 -0.0261964 -0.0811038 0.0869485 0.110464 -0.184327 0.14487 0.0966633 -0.0929486 0.0110143 0.259631 0.0559842 0.220689 -0.0493324 0.0433522 -0.116619 0.189016 -0.145208 0.333239 0.125025 -0.156806 -0.199184 0.0848549 -0.00650124 0.0928943 -0.273281 -0.0511125
internal_count=361931 290491 265560 183744 149352 67579 34392 24931 31834 22176 18068 81816 81773 6531 46901 6253 34872 27861 71440 6979 60298 4944 16934 58992 42642 14742 20882 14642 23892 16350
shrinkage=0.0027211


Tree=799
num_leaves=31
num_cat=0
split_feature=785 728 1362 852 712 784 921 716 595 727 539 319 578 561 21 970 21 934 694 583 1012 338 1097 677 878 1398 766 1038 2 519
split_gain=317.554 243.461 163.631 127.861 111.975 106.682 88.5967 99.7218 88.3662 84.4747 125.588 73.7568 68.1575 66.3217 64.379 67.3566 60.4958 59.0718 54.9866 54.4772 53.8641 52.5336 52.5177 52.4137 99.9785 51.5937 51.0094 47.8578 47.8172 47.6205
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0087403405179345 -0.22706799479215015 -0.63779424894106762 0.9594655836162902 1.0525743831388839 0.39849607246918939 1.0000000180025095e-35 1.0000000180025095e-35 0.6695026854463163 1.0000000180025095e-35 -0.87905496296652397 0.55894040826437752 -3.9164670491403295 -0.25012360103839287 1.0000000180025095e-35 1.0000000180025095e-35 1.2615335103024639 -0.55326332990463356 1.0000000180025095e-35 -0.98257908251360637 -1.2571877020351898 1.0000000180025095e-35 1.0000000180025095e-35 0.44312978011646392 -1.695011218147956 -1.2509047603954153 -0.98356635867290676 2.1420547332082829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 -1 11 28 -8 14 18 17 13 -6 27 -3 26 21 -11 -2 -20 -4 -14 -23 24 -18 -17 -16 -5 -7 -12
right_child=1 8 20 5 12 6 7 -9 -10 10 29 -13 16 -15 15 25 23 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017318628655511363 8.2107831894415122e-05 0.00060861470271060774 -9.7089294277061952e-05 -0.00014017564652443959 0.0002929973430692132 -0.00015540799995005932 0.00032391665382004042 -0.0002532617079029271 -0.00024032792191419432 -0.00022537892015175794 -3.2532633886164376e-05 -0.00010531312127866022 -0.00016768512230662605 -7.9072951242022913e-05 0.00034173091403623553 -0.00013095795558643909 -0.00010247171098095075 -0.00010582175973683341 6.8336543662055605e-05 -0.00013278905682286246 -0.00022726660067098691 -0.00020697897558554353 0.00011008519312442474 0.00023607767966570762 0.00023692351729139724 -0.00027087122709174222 -7.7564556828843483e-05 2.9145651660151072e-05 6.7554151806534002e-05 0.00017349837371613842
leaf_count=3225 9291 200 22556 3948 3439 2321 4029 653 20323 16131 10585 18820 2483 17846 573 30370 3290 25276 4364 8836 12809 1144 6334 6593 3051 9554 38915 57296 15314 2362
internal_value=0 -0.0948451 -0.059519 -0.037335 0.127405 0.00397175 0.129795 0.369772 -0.196313 -0.108084 -0.155382 -0.0267218 0.168389 -0.00112694 -0.164983 -0.169084 0.12861 -0.221742 0.00265707 -0.0927936 -0.205924 0.0110459 0.0933153 0.220741 0.0920407 -0.240268 -0.10438 0.0295992 0.0616429 0.0120785
internal_count=361931 332372 232437 197072 29559 120227 22317 4682 99935 76845 54354 97910 26334 79090 79612 79412 22895 41407 22491 13200 35365 9961 7478 12934 6341 39924 39488 61244 17635 12947
shrinkage=0.000672971


Tree=800
num_leaves=31
num_cat=0
split_feature=785 728 1307 784 677 602 727 921 784 595 519 714 726 878 1309 21 1398 1166 727 588 934 547 706 830 1022 1085 578 401 783 50
split_gain=301.786 225.676 149.846 144.692 120.093 147.465 107.194 102.666 84.8148 80.2542 77.4815 83.1886 69.643 63.7489 63.2941 63.3665 65.3717 62.06 59.5013 59.3366 56.2178 54.4091 51.3585 51.1426 49.534 52.5318 49.3132 48.209 52.252 48.1226
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3390041783085433 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 -0.62741635080033265 1.0000000180025095e-35 1.0000000180025095e-35 0.81883784246325297 -3.9164670491403295 0.44312978011646392 -1.2508507625752519 -1.1275738623161491 -0.31407487021714353 1.0000000180025095e-35 1.4078093546699517 0.82104289547369691 1.6405209124780595 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.66778437295061321 1.1155635910225459 0.55630078546380823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 22 18 10 14 -6 -12 -9 -10 15 -3 29 -4 20 -13 -5 24 -1 -14 25 -8 -7 28 -20 -17
right_child=1 9 17 7 8 26 21 12 13 -11 11 19 23 -15 -16 16 -18 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012329119614184244 -0.00021940045092753386 0.00071525741460022781 -0.00024312193914499065 0.000271487392228048 3.553061056957293e-06 -5.0718189676254383e-06 -1.0428329267938203e-05 -0.00013004136368945243 3.7835333839752474e-06 -0.00028399575076502284 -0.00018917937336811481 6.6769327686262575e-05 0.00025339317404749704 -0.00013900115827402074 -5.8389366623940663e-06 -0.00016616556758846957 -0.00028606150095290345 -9.4742385561634454e-05 7.5570178277147815e-05 0.00041155249675908166 -2.6385713006949139e-05 -0.00017792693821365162 8.8738447635206127e-05 0.00068266742498496104 0.00030656492855319132 0.00026687962497259172 -0.00014541688413627796 0.00013454678105472205 -0.00012908363905419096 -3.865529191213791e-05
leaf_count=6473 32052 199 19749 4327 41940 25449 3952 1141 15431 20323 1312 2093 4615 19875 10098 42241 13951 25025 5369 3208 3045 1040 6078 864 8458 3558 11157 3826 11959 13123
internal_value=0 -0.094418 -0.0604146 -0.036765 -0.0658359 -0.138339 0.122459 0.0806725 -0.0170787 -0.192239 0.0379686 0.233664 0.301236 -0.092932 -0.162452 -0.19024 -0.195036 -0.186265 0.0253226 0.33745 0.182943 0.230208 -0.0179329 0.391026 0.260561 0.143946 -0.0547231 -0.0308311 -0.0807483 -0.160681
internal_count=361931 332372 232437 187663 152517 68658 29559 35146 83859 99935 48553 6613 6620 35306 79612 69514 69315 44774 28526 5301 7372 17008 12551 5479 15968 7510 36606 21154 17328 55364
shrinkage=0.000820348


Tree=801
num_leaves=31
num_cat=0
split_feature=1431 1375 134 800 837 519 1466 1450 1457 1034 1426 62 898 146 705 519 1451 570 21 1298 1223 21 1465 1465 1458 1467 1467 1453 830 1458
split_gain=107.324 94.6832 94.2214 84.6227 77.6187 68.4363 57.7434 55.7323 53.1332 50.785 49.4995 49.0012 49.6336 47.6518 47.0498 44.9076 44.6894 41.4308 40.9534 38.8956 38.2742 38.2491 59.2796 63.638 59.5697 66.7777 52.5611 42.7779 42.1338 40.6368
threshold=1.0099929608726099 0.59806352348768188 1.6445699455742113 -0.57812715656594349 -0.15405484859168017 2.1420547332082829 0.43316319964305666 -0.2957953744690755 1.339295830115254 0.86354696135442122 1.0000000180025095e-35 1.1295246676492809 -0.52097253511268304 3.0783482178314734 1.1127958408538023 -0.830672104868595 0.59897055457132509 0.091819972623059215 -0.70163543588998201 1.0000000180025095e-35 0.63998311535712771 0.62211875780133752 0.14486519861544186 0.066953218018581756 0.3822301214879455 0.088123403051910257 0.63407150687664038 0.073843614844022104 1.8759508015093831 0.73392005358173151
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 7 9 8 16 19 15 -2 12 -1 -4 -7 -6 21 18 -17 20 -3 -5 23 24 26 29 28 -28 -23 -26
right_child=10 6 13 4 5 14 -8 -9 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00062037118932774683 -0.00024187284560090046 -0.001057297137332049 -0.00041339876256632957 -2.9262505081523675e-06 -0.00058920557808484614 0.00023397892291923518 0.00012110344313051157 0.00023358183590250738 0.00040855735799792626 -0.00064310474225396091 -0.00070248601492548207 -0.00029318292534545528 0.000178825129443446 0.0029841357118668048 0.0017949666270918364 0.00042491067783209066 0.00038246972466931547 -0.00039182993191032154 -9.030226623648867e-05 -0.00034853163249410219 -0.00024449922765547397 -0.00080397378679224836 -0.0011295781653309195 0.0022404415227514304 0.0029419616548853056 -0.0013011735023938397 0.0014154031594565625 -0.0017008956426876828 0.00090835777588254782 0.0005771663011875977
leaf_count=14825 35716 12146 30903 25255 10590 4584 9366 49489 2567 11658 19535 5445 27460 160 751 8225 6954 16032 33446 18813 3704 7328 3586 360 416 425 820 230 552 590
internal_value=0 -0.0163418 -0.00109725 0.0121822 -0.00988377 -0.0599847 -0.115699 0.0305161 -0.159982 -0.0783779 -0.130642 0.0901215 0.113918 -0.132016 0.157366 -0.0553883 -0.023294 -0.0324876 0.00272162 -0.187415 -0.282217 -0.0522001 -0.140159 -0.0621992 -0.0948788 0.285556 -0.163671 0.272357 -0.226208 0.548962
internal_count=361931 306680 260084 229021 181291 85286 46596 96005 37230 79951 55251 47730 42285 31063 5335 68293 46516 57703 41671 34663 15850 39562 14307 10721 10361 1431 8930 1050 7880 1006
shrinkage=0.00294541


Tree=802
num_leaves=31
num_cat=0
split_feature=785 728 125 257 712 755 1148 319 1470 647 590 578 540 804 194 50 1028 828 1292 1022 570 1453 43 715 497 705 1354 725 588 648
split_gain=306.655 209.432 150.517 213.371 121.862 98.1396 83.7157 81.6345 78.0282 69.8004 163.024 67.9587 67.099 62.1778 60.689 59.2082 58.0137 56.3166 57.9975 68.7839 55.0535 54.4733 59.3288 53.1251 53.1106 72.888 51.6815 54.4772 74.3601 71.4049
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.8349057301109672 0.85514867284464147 1.0000000180025095e-35 -1.2126727935954851 -0.87782724458594241 0.58895901036483078 -0.87905496296652397 0.99026637822014563 1.3537602816678871 0.58307762070518543 0.55630078546380823 -0.96688480048775205 -1.0536780337889886 1.0000000180025095e-35 1.0000000180025095e-35 -0.4998781572545779 1.3134811796837444 1.0000000180025095e-35 1.0000000180025095e-35 2.0895063784560848 0.11488528270229964 2.2838735449754539 1.0000000180025095e-35 2.250834115212506 1.8166789435549495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 -1 6 12 9 -2 10 -3 -6 24 -8 15 20 -10 -13 19 -19 -11 22 -5 -18 26 -26 27 -4 29 -29
right_child=1 7 5 21 11 -7 13 -9 16 14 -12 17 -14 -15 -16 -17 23 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00019322153359538634 -5.5656630506819025e-06 -0.00010684252650511336 2.6478184697949215e-05 -2.1432009774232819e-05 0.0003039893397917889 -0.00015774663840954664 4.9909212496194563e-05 -0.00023931918760525071 -0.00034140656511577486 -0.00010065770602111162 0.00050559452883075452 -0.00016452858526033262 5.54097677157039e-05 0.00028261376999062006 -4.2933972457990934e-05 -6.8482062453459599e-05 -4.8194197428617847e-05 -8.260707262705303e-05 0.00018450652012662159 0.00014355892995876232 -0.0002305067105832476 0.00011551111556450947 -0.00015275368725538931 -0.00021310723823165606 -0.00012267200372245818 0.00019406751095435567 -0.00025324889467453658 -0.00010506280766533597 8.3342488799557365e-05 0.00010132100238770722
leaf_count=3225 5332 3939 17683 38635 3439 11839 19162 20386 10857 14578 1197 1661 17828 2410 15805 14762 6891 5145 10402 5687 29268 4474 10735 26019 2204 3862 3197 42037 5639 3633
internal_value=0 -0.09395 -0.0612009 -0.128754 0.124553 -0.0168757 -0.00136234 -0.188421 -0.25652 -0.157879 0.0881953 0.167429 -0.0278579 0.110484 -0.177398 -0.216229 -0.296297 0.127683 0.155518 0.0518729 -0.265787 -0.0448992 -0.066485 -0.251723 -0.0553158 0.120335 -0.0719521 -0.0612088 -0.0955728 -0.124728
internal_count=361931 332372 232437 102943 29559 129494 117655 99935 49099 79549 5136 26334 96083 21572 74413 58608 43767 22895 21234 10832 43846 53844 49370 32910 78255 6066 72189 68992 51309 45670
shrinkage=0.000700159


Tree=803
num_leaves=31
num_cat=0
split_feature=681 1442 785 784 921 815 1154 795 727 726 1459 727 678 660 890 1298 194 1292 885 1456 728 1469 50 840 909 878 1378 1298 797 1454
split_gain=106.987 91.2698 83.3828 75.7276 144.171 83.2897 113.392 69.6541 66.8073 61.7222 61.0428 60.9207 64.5437 63.7612 55.0371 57.9075 52.1447 50.7499 50.1769 48.8952 48.5768 51.5391 48.4344 48.7367 48.0961 48.0178 46.8129 45.9537 45.7303 44.932
threshold=1.0000000180025095e-35 -1.2625182715263061 -0.86283290253235112 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.682906484622256 1.0000000180025095e-35 0.43577943106047246 -1.1275738623161491 1.0000000180025095e-35 0.26872683687560334 -1.3230736206490437 1.0000000180025095e-35 1.5271592296785539 1.0000000180025095e-35 6.1053019920877674 0.42480949284315478 -0.49008176997875957 -0.61819632934197222 0.55630078546380823 2.0190908010950195 2.0566706538269872 1.0000000180025095e-35 0.80891129331221767 1.0000000180025095e-35 0.63961785378869596 3.8331818028246452
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 8 5 11 6 14 16 -3 -6 17 13 -13 -5 -4 18 22 27 20 -12 21 -16 23 -7 -15 -9 -2 -1 -25 -19
right_child=26 2 3 4 9 7 -8 25 -10 -11 19 12 -14 24 15 -17 -18 29 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012184322818848477 -0.00048470669772037502 -0.0006367278779494419 -0.0013936350708999062 8.1165271571063868e-05 -0.00052600455805382261 -0.0001017385623376218 -4.7702450110853156e-05 6.7219887354293188e-05 0.00042842062354620533 0.0010990748131297842 0.00022421626370681041 -0.00049050502319732668 0.00011472696537040141 0.0010218902184261124 0.00071495965710928 -4.4315356703685122e-05 0.00048494706537066228 -0.00025780973346730074 0.0023913363307003395 -0.00076658527530580752 -0.0008134734623574853 -0.00076181806824418617 0.00033171735430849398 7.5172587766203429e-05 0.0037717586262233684 -0.00043692390479798385 0.00018748294317034032 -0.00045626829491432437 0.001415818046838104 0.0023865595115088482
leaf_count=8444 41093 2290 5278 3649 861 44478 43722 10706 21064 6343 12847 10935 16598 1976 1685 9148 9555 32387 142 2636 23072 2199 13996 2057 188 16466 4406 12308 1212 190
internal_value=0 -0.017583 0.000452906 -0.0129973 0.0693137 -0.032523 -0.0888975 0.00627115 0.118574 0.327558 -0.095967 0.00751861 -0.0367454 0.196315 -0.190752 -0.163194 0.0400125 -0.136965 -0.229943 0.027327 -0.241281 -0.00761281 0.0165272 -0.0169807 0.471961 -0.0852355 -0.144729 -0.244981 0.216934 -0.0851223
internal_count=361931 316432 247620 224266 40550 183716 85246 98470 23354 7204 68812 33346 27533 5813 41524 36246 71298 53329 27098 15483 26956 3884 61743 47747 2164 27172 45499 20752 3269 32577
shrinkage=0.00277552


Tree=804
num_leaves=31
num_cat=0
split_feature=785 263 50 56 705 1076 1470 727 543 81 566 1362 1469 21 529 131 871 1470 971 1426 476 1237 651 726 1160 1450 706 408 340 927
split_gain=285.929 208.051 212.956 122.355 112.925 112.548 109.746 104.207 77.2846 73.8808 73.7186 70.3237 74.7717 67.9706 65.4612 65.0245 60.9396 56.5743 54.4723 53.1318 52.9458 51.194 49.3269 54.7 58.578 50.6513 48.0389 47.4587 47.2951 46.8787
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 0.46179839519273613 1.0000000180025095e-35 -1.3309395413702885 1.0000000180025095e-35 1.0000000180025095e-35 -0.77401038984018877 2.3824772829776841 1.0000000180025095e-35 -0.62606451240067507 -3.2545899522946695 1.0000000180025095e-35 -0.67630721506970115 1.0000000180025095e-35 -1.2126727935954851 -0.8891902375834092 1.3963709736238232 -1.316508667510939 -0.28519018627306392 1.1107569744011787 1.0000000180025095e-35 0.68536004617275303 1.2758925700186299 0.82104289547369691 -0.62969605530390083 1.3931997016493665 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 -3 11 -2 26 16 -6 -11 12 -4 -8 20 -15 19 -13 -9 -5 -7 -14 23 -17 25 -25 -1 -23 -20 -28
right_child=1 4 5 8 9 14 13 18 -10 10 -12 17 21 15 -16 22 -18 -19 28 -21 -22 27 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.00011840657524404052 4.5482651985381688e-05 -5.4954635498429402e-05 7.3029493221382839e-05 -3.3479161813659235e-05 -0.0001161985024958761 -0.00020591336687806811 0.00073364012916845211 -0.00010867653282853866 -0.00028988369851853127 7.8117892220621289e-05 0.00036176066972600033 0.00017126127099367878 3.2938982894206144e-07 -0.00036990860003670181 -0.00020324595668507533 -7.9596951247331665e-05 -0.00021426335619194743 -0.00011019460452357662 0.00021510716144139294 -0.00027993028423544628 -4.2988074287483956e-05 -0.00021073278773734488 -2.8240684204410394e-05 -0.00032697327865294505 -9.4666571248174013e-05 -4.4455093338682954e-05 2.154732350228292e-05 -2.1321298523441706e-05 -0.00014106255234315571 0.00041695815937842538
leaf_count=6473 3716 41179 21533 31804 4322 7917 140 1561 7098 19448 2151 1877 25449 17948 21222 5752 9294 31296 14510 2947 23328 7907 3427 28989 4856 2276 5339 6496 937 739
internal_value=0 -0.101321 -0.132058 -0.211644 -0.00182135 -0.0805744 -0.289783 0.109853 -0.134942 0.0976772 0.141816 -0.0384077 0.0017132 -0.320808 -0.16515 -0.326486 -0.104639 -0.121639 0.216291 -0.0673554 -0.104636 -0.0538827 -0.282976 -0.310528 -0.351155 -0.398487 -0.028449 -0.159172 0.25415 0.0936607
internal_count=361931 332372 265272 118247 67100 147025 67104 29559 51143 25921 21599 94558 61385 63388 52467 63248 44045 33173 17008 34751 31245 39852 45300 41873 36121 31265 12551 14403 15447 6078
shrinkage=0.000757875


Tree=805
num_leaves=31
num_cat=0
split_feature=785 728 871 727 125 50 595 72 56 561 878 460 693 519 911 487 1309 21 1458 706 1398 547 1465 1467 564 647 590 1047 220 382
split_gain=323.857 232.316 160.666 124.721 124.084 128.425 90.0469 83.8607 69.885 68.5595 65.0755 64.7394 61.8982 60.1524 69.5518 58.4457 57.8897 58.8776 57.7194 57.1568 55.1822 54.7844 50.9966 49.9276 49.1743 47.4414 99.2971 47.2836 53.3657 47.2645
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 -0.78513032087958678 1.0000000180025095e-35 0.12564049042834405 1.6473864309851525 1.4788238215056537 -0.60642536953554294 2.1420547332082829 1.3284833505957887 1.6304501485392697 0.29878677988246938 -3.9164670491403295 -0.44527173597200392 0.62672487627420737 0.44312978011646392 1.4078093546699517 3.116712650924125 0.5258453444190252 1.9546110090380651 -0.87782724458594241 0.58895901036483078 2.3738149868247693 0.44974112946951844 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 19 5 7 11 -2 18 22 12 16 -6 -14 29 -4 17 -3 -9 -1 25 -5 23 -7 -21 26 -19 -8 -29 -15
right_child=1 6 15 21 10 9 27 8 -10 -11 -12 -13 13 14 -16 -17 -18 20 -20 24 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00014017695154245759 -0.00024352589053381327 0.00071627428031789805 -0.00012400904369290057 0.00021521210108038129 -4.9704225107415873e-05 -9.1821641415460053e-06 -0.00029494765660915902 -0.00025615375765850902 -1.3147164866034636e-05 -7.286599905864121e-05 -0.00017196967771042164 -0.00031173516541472797 5.9201962218642334e-05 0.00043319371071748422 -8.3544721066982285e-05 -0.0003769481407885342 -1.1660288641590047e-05 -0.000102271998525342 -8.3787739432146049e-05 2.3693148585289422e-05 -0.00025734207804353748 -0.00015574056254994084 0.00038327721143741153 0.00011117112099398345 0.00039995100197904448 -0.00012947886003486132 0.00056504982175930012 -0.00023938707365189557 0.00079102937923796477 0.00014078254819166008
leaf_count=5567 14593 174 42431 15968 9666 37969 19629 10523 20632 29435 2967 6881 24225 2769 1292 3878 13022 2422 18284 6078 11802 1040 859 10690 906 44555 756 457 237 2224
internal_value=0 -0.0923853 -0.0578636 0.1321 -0.0323081 -0.0648805 -0.191698 -0.144333 -0.104215 -0.0123437 0.0589376 -0.159995 0.0799936 0.121975 0.289397 -0.182895 -0.141799 -0.175372 -0.185031 -0.0193489 -0.180339 0.24809 0.0328471 0.0236183 0.0952407 -0.146563 0.111935 -0.3542 0.25179 0.393044
internal_count=361931 332372 232437 29559 186128 142985 99935 64032 49439 78953 43143 79612 40176 30510 6285 46309 72731 59709 28807 12551 59535 17008 49518 48659 6984 47733 3178 20323 694 4993
shrinkage=0.000773033


Tree=806
num_leaves=31
num_cat=0
split_feature=51 1423 1357 795 728 470 864 395 194 507 735 854 797 332 933 1171 728 797 954 1467 1302 507 593 12 982 1033 1303 1453 746 1154
split_gain=107.395 89.8094 74.6967 69.5227 78.2223 74.5656 72.3037 63.6201 84.7082 59.162 58.4786 50.6055 166.925 52.8754 49.1786 48.4689 48.2875 47.5254 46.9376 46.2514 43.5726 41.6746 43.0125 42.3977 41.6116 42.9519 39.7969 44.3624 42.9903 43.1032
threshold=1.0111847875080273 1.0000000180025095e-35 1.3962008022525787 -0.29258408639884992 -1.3163276726681863 0.66595742291584703 0.72275257928592751 1.0000000180025095e-35 1.0000000180025095e-35 1.0941628986121894 2.2560756724538602 -0.87473648844905705 0.63961785378869596 0.65944866827063242 0.68806224955729689 1.0000000180025095e-35 -0.49008176997875957 0.63961785378869596 4.82202432461873 4.0242090356330973 3.4186565904946842 1.0000000180025095e-35 -0.58017643881618097 0.14340879639220194 3.0854258727671673 1.3676396968132438 1.7160994611581364 1.1343281912642689 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 7 10 8 -1 -5 11 12 -6 17 21 -2 -7 -13 -19 -4 24 22 -15 -23 25 -9 27 28 29 -3
right_child=15 26 19 4 6 16 -8 20 -10 -11 -12 13 -14 14 -16 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.000494567862345246 -0.00058207218349882008 -0.0010373525050544137 -0.00048031240798539687 0.00018500403697607444 -0.00046403241584162862 -0.00014728456736979174 -0.00060062025410359164 0.00017531553286397302 0.00019063812637533815 0.0013330036899778289 0.00069288042367514477 -0.00014509602621414351 0.0015971161132498852 -0.00057217440067124494 -0.00054794337472494103 -6.1053469447112138e-05 0.00070764566557817235 -0.00066536902936857514 0.0017452523304094592 0.0025761967938047982 -0.0018547975033688772 -0.00046603057937338643 0.00095485275757119085 0.00055921910927821225 0.0024069020025290536 0.00085138476219271298 -0.0011206639520528856 0.00035163606969680199 -0.00015574706179083387 -0.00032828994992596005
leaf_count=23171 41370 11953 21301 14650 4645 3613 15604 36797 18927 2354 4264 36695 3041 984 3702 13614 16381 19180 361 227 631 4329 5333 2997 418 4906 4117 5520 27708 13138
internal_value=0 -0.0157258 0.00188754 0.0127823 -0.0231291 0.053566 -0.0467561 0.0233789 -0.0426904 0.108029 -0.0215888 -0.035674 0.124425 -0.0542934 0.0400035 -0.129754 0.164699 -0.091165 -0.182832 -0.131654 0.0784701 0.0960671 0.216466 -0.00702511 0.0856395 0.078741 -0.0974265 -0.0824718 -0.105059 -0.184571
internal_count=361931 306947 244511 222983 118139 104844 101135 84850 42098 17004 85531 81267 7686 73581 17345 54984 19994 56236 19541 21528 42752 13643 6317 7326 42121 41703 62436 58319 52799 25091
shrinkage=0.00331701


Tree=807
num_leaves=31
num_cat=0
split_feature=50 56 1076 1470 890 871 651 215 1122 269 1392 740 773 1442 1465 138 921 689 1452 1436 1449 1191 1456 1223 1430 1469 1459 137 407 345
split_gain=105.433 173.933 75.6291 71.3605 63.7359 62.2328 55.1824 53.2805 51.7192 51.5269 51.1323 47.0955 48.1076 45.1638 44.578 45.5343 48.4401 41.9777 41.8133 41.4392 41.4007 40.1146 39.4914 39.6833 39.3526 44.0406 38.8549 42.0964 38.7661 37.711
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.4085554837980378 2.4008401756919917 1.1107569744011787 -0.025036300321616495 0.4323518532428216 -0.36806838854686125 3.1172922039692916 2.6399776226761449 -0.58196290084916147 1.0000000180025095e-35 2.3195887819936725 -0.0054639373162923078 1.0525743831388839 -1.1110989058077336 -0.76841635434299438 1.0000000180025095e-35 0.74561756370782817 -0.19411926487632669 3.5267996248326976 1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 -0.19467617432788356 0.11701419275757165 -0.37808916136012399 3.2565327674731033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 26 22 19 9 18 13 -5 11 14 -13 17 15 -9 -17 -4 -2 24 29 -12 23 -3 25 28 27 -1 -6 -11
right_child=2 4 8 6 5 -7 -8 10 -10 20 21 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013609802988610383 0.00021979675566345688 -0.00055200829361560231 0.0003211601664296187 -0.0008838282235930716 0.0019047758792078617 -0.00098825759612493347 1.4766244354709371e-05 4.3643449654174547e-05 -0.00043940335059531335 -0.00052799112033033858 -0.00048488746822766382 0.0008594848647173447 -0.00062169503582865809 6.6694223190975517e-05 0.00091907214002098499 0.00022535399036990574 0.00078635744184525592 -0.00032476292487661229 -0.00010998665093800715 0.00017285210027209665 -1.1926900434942695e-05 0.003472044459851414 0.0010638335958006702 -0.00012060283571036598 0.00011366386208414775 -0.00041355429349369539 -0.00014635688396644946 -0.00050968478412755254 3.085234028791036e-05 0.0049853518790567066
leaf_count=1076 12557 13835 3336 19265 318 2003 5936 34786 14242 38326 91 628 3111 28279 1840 24606 4238 22727 46782 34646 5944 159 595 15207 10997 11948 3064 427 908 54
internal_value=0 -0.0748907 0.00288533 -0.175131 -0.0165609 0.0187095 -0.200549 0.0322504 -0.0583026 -0.227352 0.0710072 0.0672941 -0.157414 -0.0285114 0.0806282 0.0708529 0.131248 -0.10058 -0.016085 0.0290883 -0.18724 0.943407 -0.112656 -0.12658 -0.041199 -0.126648 0.0814317 0.356482 0.221768 -0.220116
internal_count=361931 164549 197382 74092 90457 60820 69525 128798 68584 63589 69459 69209 3739 54342 65470 63630 28844 26063 59339 58817 44324 250 29637 29042 24171 13174 4567 1503 1226 38380
shrinkage=0.00236888


Tree=808
num_leaves=31
num_cat=0
split_feature=181 50 56 893 1462 64 1470 859 1463 1091 1085 294 1454 773 878 660 263 1449 1469 1470 1460 21 1235 785 547 683 695 49 1470 609
split_gain=102.699 84.574 123.35 69.7946 64.9807 57.9582 59.4613 58.9635 54.3261 59.708 87.1221 47.7619 47.1421 47.0699 47.0789 46.2541 45.2816 45.2391 44.6155 53.7406 53.6823 44.2814 44.0191 42.9004 42.5271 42.5519 42.1776 41.7285 41.1758 40.7368
threshold=1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.6744786423712141 3.4653406265423476 1.0148196801701652 -1.3664195657027294 -0.54135187694831066 0.94170239728407068 1.0000000180025095e-35 1.0000000180025095e-35 0.92159612535094959 -0.98478334500156417 0.19700305591480352 1.6473864309851525 -0.72421686037558375 1.6445160113075163 0.4956696479356319 -0.9998032076890585 -0.16404096332556109 0.30548030094620887 1.0003342417131433 -0.94625487755706195 -0.86283290253235112 -0.2980246578018278 -1.07329023030195 -0.43226275781015683 1.1349154245379338 -1.3309395413702885 4.1887832166457439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 8 6 -4 26 9 10 18 15 -3 -14 -15 -2 17 -17 20 29 -1 -19 -12 -9 25 -11 -8 -25 -24 -20
right_child=11 12 3 -5 -6 -7 7 23 -10 24 22 -13 13 14 -16 16 -18 21 19 -21 -22 -23 28 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00058659248320799601 6.3936737325266671e-05 -0.0010117134918648301 -0.0012119695081942862 -0.00038111673084661188 0.00087843542589181899 -0.00032864489461096756 1.5314870938608682e-07 0.00043480446598116539 0.00011022957727354183 -0.00048588353527747333 -0.00074371233868562598 -0.00064743417477430875 0.00025708078049924978 9.0235675017876927e-05 -0.00043053577173014421 -0.00045004115373960436 0.00051336765136768183 -0.00013350803223954199 -0.0006510040338304423 -0.0013438365314591626 0.0012188050653928507 0.0011439683787290164 0.0011137134073152546 1.5428109257621005e-05 -0.00044192281527224807 7.1221105030259651e-05 0.00039598930235166673 -0.00047622564288970777 -0.00017236567410446648 0.0038897559379079574
leaf_count=2983 15290 1073 824 14336 1384 10820 10367 6000 10802 7113 5570 11767 40206 22009 5675 36304 1764 9191 10211 10199 735 850 643 50304 12891 18810 23485 5730 14541 54
internal_value=0 -0.0104349 -0.0332977 0.00890752 -0.100772 0.0249229 0.0400113 0.0450578 -0.1093 -0.130856 -0.198196 -0.109858 0.0521054 0.0585411 -0.00731119 -0.0850626 -0.123489 -0.140431 -0.32552 -0.385195 -0.0775316 -0.000461211 -0.0985563 0.00607999 -0.0690834 -0.0175472 0.113977 -0.0118833 -0.0423257 -0.247032
internal_count=361931 286765 217802 121866 95936 107530 96710 95886 94552 83750 44936 75166 68963 67890 27684 63399 48109 46345 24182 20464 3718 10041 20754 62034 38814 25923 33852 56034 15184 10265
shrinkage=0.00246459


Tree=809
num_leaves=31
num_cat=0
split_feature=595 785 1309 1022 1361 540 727 1373 830 941 1459 21 198 1227 652 110 1462 1367 1016 728 941 1450 1436 902 561 1469 497 1469 1465 401
split_gain=252.457 207.293 161.953 127.948 150.506 97.8951 95.9519 86.2808 66.9403 66.3069 65.2416 61.4972 62.7626 58.4141 56.4278 51.743 51.0541 50.3414 54.498 49.0014 48.7289 48.4341 48.1971 47.0726 47.0348 51.5964 45.1168 44.5474 43.7445 43.3963
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 1.0000000180025095e-35 0.25202004360908004 0.78234099439613802 3.0707296396180284 0.71505107648705846 -3.9164670491403295 1.0000000180025095e-35 0.45217487547399066 -0.55024281929118113 1.0000000180025095e-35 1.4813153935732892 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9607587081991176 4.9048084466922406 1.0000000180025095e-35 3.4436453420943347 -0.5222846203545094 -1.0706168552173836 1.9703080013679652 -1.2791237062730081 0.37973282798721492 0.66778437295061321
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 7 11 -1 20 16 24 13 -5 14 19 -13 -16 26 18 -8 -2 -3 -12 27 -15 25 -6 28 -9 -4 -7
right_child=10 2 8 5 9 29 17 22 -10 -11 21 12 -14 23 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0663496631518481e-05 -0.00016307577876861645 -0.00033567596544871188 -6.3701559412573927e-05 0.00062916442139709016 0.00019266195009599865 1.7006878812487137e-05 -5.1353137715146593e-05 8.7200694115323885e-05 7.9495036196984074e-05 0.00044920007110963491 -4.4743647062872198e-05 1.236709851040159e-05 -0.0001678790393375884 -8.1746953050412433e-05 -3.9989393071501495e-05 -0.00014242389680612272 0.00010885996817972976 0.00024671249740196402 0.00022041211941819074 -0.00028880859324577416 4.5569530481111814e-05 0.0007109817973426966 -4.2855440635825894e-06 0.00099237942045576942 -0.00011164483753258548 -4.5639606183713991e-05 0.00012348840493361501 -0.00021646598897305806 3.600462205566434e-05 0.00019551349178361581
leaf_count=10454 33599 18314 43924 234 2227 8086 3185 1108 17662 455 10326 23367 12659 12828 31535 18049 5514 8218 2835 14960 885 168 4624 72 29418 13100 3237 15651 11584 3653
internal_value=0 -0.0500078 -0.0686471 -0.107482 -0.176849 -0.0575901 0.128604 -0.297639 0.00531791 -0.0962874 -0.204854 -0.0846636 -0.0880404 -0.236384 -0.0656309 -0.107753 -0.0265478 0.241984 0.103371 -0.278136 -0.440946 -0.0415614 -0.200347 -0.104655 -0.105973 -0.00994693 -0.0452515 -0.267671 -0.0602219 0.110562
internal_count=361931 289978 265286 183365 85782 97583 24692 40582 81921 45200 71953 85844 85610 61459 72951 49584 64259 14238 6020 48559 19199 10494 21383 12900 44745 15327 58745 16759 55508 11739
shrinkage=0.000700159


Tree=810
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 602 784 921 727 595 878 755 519 614 727 647 590 1466 846 971 706 1429 1452 630 852 1047 220 1465 50 56
split_gain=279.216 226.014 152.499 127.349 138.512 173.911 103.102 98.6191 97.119 82.2424 78.9474 68.5615 70.2376 66.6328 64.5298 63.2708 148.52 59.0018 58.2878 53.2443 53.0842 52.5811 48.2694 47.112 46.5558 45.821 51.9879 45.6363 44.99 46.938
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.27356497111670858 2.1420547332082829 -1.0625654336828987 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 0.57156622312866312 -0.53268848306471728 -0.8891902375834092 0.62672487627420737 1.0000000180025095e-35 0.91361512331551464 0.17545058997979482 -0.22706799479215015 2.3738149868247693 0.44974112946951844 -0.51923091368911811 1.4829784501753427 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 21 11 -5 20 15 -8 12 -6 -13 -9 16 -3 -7 23 -10 -1 -2 -19 -17 -22 -11 -27 -21 29 -20
right_child=1 9 -4 7 6 17 10 14 19 25 -12 13 -14 -15 -16 18 -18 22 28 27 24 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00011384576304753129 -0.0001374315770053426 -0.00010096610440152883 -0.00014584457326560982 1.0077778866487554e-05 3.6176837141282436e-05 -6.1063506036518415e-05 6.3010701838420961e-06 -0.00010684602131584342 -8.9486267209550144e-05 -0.00024567597493530528 -0.00011716370378585752 -0.00016402002135657324 0.00020132485302629737 1.9191976391065689e-05 0.00023668791135405385 -7.5759022155335467e-06 0.00045122146586001237 1.5173431250645285e-05 -0.00022439962795072472 6.3118348835446641e-05 -7.5076762070032849e-05 -0.00027162813954400861 0.00028415753784536026 -0.00015022995122997612 0.00014402433079412015 -0.00019819189549458499 0.00067473885380125249 0.00022152037427836823 -7.5835116965788161e-06 -0.00012224517406913494
leaf_count=5567 20984 3957 31093 30856 29926 32649 16662 1187 1561 19629 21606 6959 4953 10220 5949 15051 1188 5233 21538 5040 2683 12699 1461 8729 4301 457 237 10407 4166 24983
internal_value=0 -0.091431 -0.0573809 -0.0388384 -0.0653534 -0.141359 -0.0149168 0.0675727 0.117453 -0.189478 -0.0956053 0.0439144 0.0925031 -0.0684222 0.27702 -0.159251 0.0748326 -0.0538553 -0.177742 0.220354 -0.0160925 -0.279256 0.119066 -0.0847219 0.0942185 -0.345393 0.254156 0.257825 -0.223998 -0.247398
internal_count=361931 332372 232437 201344 163352 73026 90326 37992 29559 99935 38268 52058 34879 17179 7136 79612 5145 39343 74467 17008 12551 33683 6694 23780 6984 20323 694 15447 50687 46521
shrinkage=0.000659776


Tree=811
num_leaves=31
num_cat=0
split_feature=785 728 871 203 784 544 519 921 1469 595 727 1091 1016 21 970 933 588 487 1154 953 1398 816 766 1047 829 727 1151 683 788 125
split_gain=259.293 226.857 156.372 120.02 97.547 94.3426 86.8985 84.9812 84.428 79.01 76.9316 68.1325 100.168 62.1589 63.6775 59.5645 59.5797 57.2793 54.5188 68.9943 50.7031 49.9666 47.7389 47.3848 53.4525 47.3003 46.8367 46.6719 59.0732 45.4505
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3520813746060025 0.9594655836162902 1.0000000180025095e-35 2.1420547332082829 1.0525743831388839 -1.0116054822771126 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 -0.25012360103839287 0.68806224955729689 0.71188872395471614 1.6304501485392697 1.0000000180025095e-35 1.0000000180025095e-35 0.44312978011646392 6.0906794990390116 -1.695011218147956 2.3738149868247693 4.3216852530764838 -1.1275738623161491 2.4190504380954585 -1.07329023030195 0.38349571241217301 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 18 8 -6 -2 13 -8 12 21 -3 22 16 -12 -4 19 -1 -16 26 -15 -11 -25 -9 -10 -13 -29 -5
right_child=1 9 17 29 7 -7 10 25 11 23 15 27 -14 14 20 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-5.4141076954269653e-05 4.0417923013866791e-05 0.00057531717326970045 -0.00010490486761374982 -0.00017242579317581418 2.3105129714069818e-05 -5.313977151697259e-05 -0.00014274255547321222 -7.555172359669402e-05 -0.00020921870352269889 -0.00024165007689790015 0.00013781476032339582 -9.9532818874788068e-05 -4.1578461007075132e-05 0.00031614332072075856 -0.00012406338048718868 -6.292389865833791e-05 0.00044186471922021603 -0.00031452634021498068 0.00018687841121374531 0.00015040844995437304 -0.00025765156762916217 0.00053671742603353856 -7.4605856925233715e-05 -3.7220361437192912e-05 0.0010521321877590051 0.00024722859218972651 9.96210122598935e-05 -3.2152213253144859e-05 8.3641245607301865e-05 -6.0350143563544472e-05
leaf_count=5337 19638 200 42431 15867 23251 8361 1889 905 19657 19629 4479 12697 23303 573 30370 1643 1301 3878 9876 5985 9554 137 38915 612 82 4842 1138 28081 9635 17665
internal_value=0 -0.0951827 -0.0610658 -0.035853 -0.013263 0.106254 -0.0394786 0.0916925 -0.056584 -0.19332 0.139608 -0.0839675 -0.150334 -0.163735 -0.167765 0.225944 0.31831 -0.184423 0.177225 0.0819775 -0.237117 -0.280874 -0.104822 -0.34611 0.262111 0.305971 -0.293573 -0.035203 -0.00279543 -0.163124
internal_count=361931 332372 232437 186128 152596 29559 123598 28998 114286 99935 9312 94648 44235 79612 79412 7423 5780 46309 21198 11322 39924 20932 39488 20323 694 5747 20795 50413 37716 33532
shrinkage=0.000646839


Tree=812
num_leaves=31
num_cat=0
split_feature=785 728 1376 516 712 595 1116 578 789 760 871 647 590 306 588 714 623 61 1033 1292 1022 1309 479 858 1154 21 1398 21 677 1122
split_gain=277.972 207.413 140.452 107.832 103.825 80.3051 78.0426 72.0971 71.399 71.0634 68.8814 61.9225 150.686 61.7149 81.1906 60.2057 60.1099 59.3016 58.7248 58.0288 83.0118 56.0947 55.0132 53.445 50.9989 50.4797 51.594 47.3685 46.9883 46.5044
threshold=-0.86283290253235112 1.0000000180025095e-35 0.18805867694879752 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -0.98151139863280401 -0.87905496296652397 1.1248358748350926 0.0340675632089932 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0505480127069649 2.250834115212506 -0.62741635080033265 1.896973990591279 1.0000000180025095e-35 0.31450669682055382 1.0000000180025095e-35 1.0000000180025095e-35 0.29878677988246938 1.6834386678921571 1.0825608069246189 1.0000000180025095e-35 -3.9164670491403295 0.44312978011646392 0.2439032738895319 1.0000000180025095e-35 0.79579885031402708
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 -1 11 -5 -6 13 18 17 12 -3 14 16 -16 22 24 28 20 -9 25 -8 -15 -4 -13 -27 29 -2 -21
right_child=1 5 10 6 7 -7 8 19 -10 -11 -12 21 -14 23 15 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00020185471281445921 -0.00014786874909194706 -0.00012254242929692598 -0.0001122034099896437 -0.0001434069178560428 0.00033872552068319719 -0.00026963610580292492 9.3227974573552993e-06 -0.00013412809511478878 -9.2915874121544422e-05 -0.00015906019248504004 -0.00021783620896385913 0.00062582601193594345 0.00054259588764648875 0.00020308528448088566 -0.0001351294258504859 0.00033473332440541267 0.00020535317320885795 -0.0001676373754049321 8.0468032291519084e-05 0.00013646890413377083 0.00013742799303633803 -3.8426220954889918e-05 -0.00020504432708098232 -0.00014025123548460004 1.4812927214292347e-05 -0.00014194735517273615 -0.00028251179105137631 0.00027748162366302931 -1.528994382442174e-05 -0.00023931233195094046
leaf_count=3225 15017 3957 20259 8704 3439 20323 52547 5479 11064 22066 18854 184 1188 8239 844 3051 3616 19473 8349 4619 6117 12873 4209 1232 18301 48778 12632 5681 16612 999
internal_value=0 -0.0934012 -0.0607831 -0.0268519 0.115022 -0.187484 0.0156183 0.154613 0.0333414 -0.0982551 -0.14326 -0.157608 0.0740287 0.0564235 0.032467 0.302235 0.0127129 -0.10786 -0.0464686 0.113559 0.0125143 -0.175943 -0.00437972 0.201553 -0.0588589 -0.208581 -0.213265 0.216905 -0.0912045 0.0891912
internal_count=361931 332372 232437 155550 29559 99935 93506 26334 84802 62044 76887 79612 5145 73738 64267 3895 60372 58033 39978 22895 11596 74467 56756 9471 38560 61594 61410 11299 31629 5618
shrinkage=0.000788493


Tree=813
num_leaves=31
num_cat=0
split_feature=545 785 332 395 540 550 809 815 728 727 1323 705 1449 21 852 1430 1436 1223 664 1464 1010 184 909 1461 1092 870 815 125 854 789
split_gain=280.769 236.891 164.884 219.513 145.545 90.653 93.0868 133.785 86.7045 86.2594 83.9584 77.6731 72.6461 71.7119 63.5905 57.3287 55.2431 57.8556 55.1713 54.7129 54.4082 53.5305 52.9983 50.303 50.0472 49.9574 48.6169 48.6118 47.841 47.2444
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.77783235518120974 0.9500464794385356 0.74561756370782817 -0.70163543588998201 1.0747610123934368 4.2254883379486126 0.60428344764309971 1.0000000180025095e-35 1.0000000180025095e-35 -0.014205097036277146 0.85175967645546824 1.0000000180025095e-35 -0.67290761646258057 2.5032120688259147 6.1787956965714796 0.49572263838466013 1.0000000180025095e-35 1.5320262332576917 -0.87473648844905705 1.1248358748350926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 3 8 18 6 7 -1 -3 28 27 19 15 23 21 16 17 24 29 20 -12 -5 -11 25 -10 -8 -13 -6 -2 -4
right_child=1 2 4 14 10 -7 13 -9 12 22 11 26 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00037981435045328956 0.00026476322045358155 -3.1091645777683841e-05 -2.7560257786545129e-05 -1.6999853844622432e-05 -0.00013016219327794963 -1.4955757941100536e-05 -0.00010117932136910082 -0.00014684573959006025 -0.00034471412216940814 -4.9263261154583065e-05 -5.1351162248451636e-05 -1.3683759621784498e-05 -4.6502559622357098e-05 -0.00016050843432756476 8.5260370636595925e-05 0.00079808069491329667 -0.00010984271332391384 -0.00018728505391650305 -0.00017341603795356894 7.1813870209138986e-05 0.00010433185489786668 -0.00011733418651255774 0.00019729734672510984 0.00032298277436974186 0.0007370019597226343 9.5790935299668338e-05 0.00015632065009760934 0.00014200643019278647 -2.8231439702912154e-05 -0.00015823162921049092
leaf_count=16677 1132 8539 32789 31880 10059 12442 12782 20004 20982 1944 24084 4079 6539 27263 7883 95 6753 12433 11583 18007 4983 18859 13578 776 69 4115 13251 1409 9681 7261
internal_value=0 -0.0422916 -0.0644251 -0.130096 -0.0164458 -0.190483 -0.223357 -0.32897 -0.248836 0.140102 0.0368637 0.0628667 -0.295479 -0.15893 -0.0464138 -0.338411 -0.34452 -0.39261 -0.106736 0.0201183 -0.0343853 -0.0751739 0.240793 -0.0462527 -0.490414 -0.0749418 0.173068 -0.132961 0.00519749 -0.0730493
internal_count=361931 267872 241537 114032 127505 94059 81617 36681 55410 26335 75872 64404 46871 44936 58622 40332 40237 33484 51633 47074 29067 50739 15522 17673 21051 16897 17330 11468 10813 40050
shrinkage=0.000686431


Tree=814
num_leaves=31
num_cat=0
split_feature=785 728 516 1307 544 852 136 595 896 608 21 970 928 395 1154 953 766 333 1059 1398 1458 43 1445 728 513 911 1071 705 1469 888
split_gain=294.606 232.484 164.024 112.713 111.867 110.073 89.1039 86.1939 79.2124 71.0819 67.5754 66.8381 64.3339 63.2771 55.1806 70.1436 53.6308 52.3266 55.4073 51.6322 50.5032 47.7743 47.4997 47.1403 63.3899 55.1307 51.4828 46.7628 46.3944 45.0804
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6294210021612947 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 1.0000000180025095e-35 -3.9164670491403295 -0.25012360103839287 -0.52992354128753727 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.695011218147956 2.9869920577443172 1.0885083440240186 0.44312978011646392 1.0129449565542574 1.0000000180025095e-35 1.3475299883120082 -1.3163276726681863 1.0454229551509682 1.2140889731496538 -0.32553500826022114 1.1641903760375707 -1.2083100587446829 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 5 14 8 9 10 12 13 -3 16 22 -2 15 -1 -12 18 -7 28 -10 23 27 -14 -25 -26 -27 -4 -13 -18
right_child=1 7 3 -5 -6 17 -8 -9 20 -11 11 19 21 -15 -16 -17 29 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-5.1898484063526252e-05 -0.00027693787585087473 0.00065650804624247825 8.3186727927565446e-05 -0.00014818812683141906 -6.5845807340768678e-05 7.9279652750355732e-05 -2.9647392256043008e-05 -0.00025632239958729968 -7.9693005043355284e-05 -8.6219212591235152e-05 0.0003696005617829783 0.00010734780671702048 0.00012942829678133088 -0.00012623376542663606 0.00021529129680121807 0.00017511067159901923 -6.7883875013968767e-05 -0.00049684149823100141 0.0002996400426121117 -0.00029026260381496424 6.0679131468192093e-05 -0.00014810426353009318 -0.00013512624449171491 -6.5940376508881441e-05 0.00018342699602190467 0.00025899413773975587 -0.00035520879702031881 0.00030219810274814804 -0.00015942955885124243 -0.00025348658204723965
leaf_count=5337 18257 200 12804 16333 8361 12830 27647 20323 45858 34476 573 1673 5299 16235 9876 5985 34333 295 2744 9554 6021 5857 1956 18220 4136 377 804 2288 28697 4582
internal_value=0 -0.101436 -0.0669588 -0.021832 0.112629 -0.00228228 -0.138883 -0.200392 -0.0277727 -0.185852 -0.16951 -0.173722 0.0281679 -0.268898 0.189563 0.0940039 -0.109381 0.151422 0.166878 -0.244489 -0.0865331 -0.0236344 0.128766 0.00827136 -0.0309822 0.151602 -0.216466 0.164365 -0.198882 -0.120507
internal_count=361931 332372 232437 135822 29559 119489 96615 99935 103620 68968 79612 79412 51741 34492 21198 11322 39488 15869 15574 39924 51879 34693 17048 28836 23537 5317 1181 15092 30370 38915
shrinkage=0.000714163


Tree=815
num_leaves=31
num_cat=0
split_feature=785 728 617 1235 544 125 188 319 1307 288 647 590 1154 1022 795 890 846 852 727 1450 705 630 920 740 415 50 125 195 602 539
split_gain=318.535 263.416 166.622 130.283 114.253 103.149 138.218 85.6088 82.8809 82.4416 76.5733 166.227 72.5716 83.2422 69.6557 71.124 68.7451 60.1474 58.7778 57.6632 54.4842 50.6092 49.739 49.7131 50.9675 49.514 49.2625 53.8356 47.389 64.819
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6614250791469047 -0.94625487755706195 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0485873544557924 -0.88954490044674173 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.29258408639884992 -1.3230736206490437 -0.53268848306471728 -0.22706799479215015 1.0000000180025095e-35 0.95337257963916655 0.9500464794385356 0.23574602101832404 -0.83967173534858641 1.6535846841559774 -0.51516306413100665 1.4829784501753427 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 12 6 18 10 -2 -7 11 -3 13 -1 15 -11 21 -8 -5 -20 -17 -12 -19 24 -16 26 -18 -28 29 -4
right_child=1 7 28 5 -6 9 17 -9 -10 14 16 -13 -14 -15 23 20 25 22 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.0515349631302248e-05 -5.974561723482854e-05 -0.00012291270077699384 -0.00041964723329924141 -2.8240682418253298e-05 -6.6645608419113372e-05 -0.00011866093551503163 -8.9717055404178012e-05 -0.00027558525827145393 -0.00019910687327711086 -0.00014580481925315281 -1.8046971676483872e-05 0.00054410034449966192 0.00024488555031566741 0.00019096897954866429 8.3547467047746863e-05 6.9827603786839151e-05 -0.00023980106827134297 0.00026992868446078217 -0.0002383283890156031 3.3956501231098278e-05 0.0002156709290523754 -0.00019097495712644755 2.1803159862633945e-05 -0.00017387441938785075 -2.6522218456347394e-05 -2.0051622245148729e-05 -0.00020404134693683212 4.4437443848688958e-05 -0.00011236627109633566 -0.00016099233673225495
leaf_count=5380 32310 3939 8389 7305 8361 9823 12769 20386 21500 3087 15464 1197 9876 5942 14203 18419 36752 1958 21010 2561 7953 8095 19227 3408 26480 4238 6332 3532 13896 8139
internal_value=0 -0.103369 -0.0666849 -0.0476503 0.118328 -0.0180987 -0.0855216 -0.20836 -0.144221 0.0256679 -0.177226 0.0794329 0.195697 0.0863083 0.0470106 0.121452 -0.197451 -0.00296784 -0.207206 -0.269395 0.151425 -0.0960771 0.0606053 -0.00230494 0.0168735 -0.247045 -0.271492 -0.138817 -0.239397 -0.34275
internal_count=361931 332372 232437 202013 29559 148203 64830 99935 53810 83373 79549 5136 21198 11322 73550 29459 74413 33954 30876 23571 26372 23559 21185 44091 40683 50854 46616 9864 30424 16528
shrinkage=0.000757875


Tree=816
num_leaves=31
num_cat=0
split_feature=785 728 548 1376 727 990 1436 1116 595 1430 322 791 970 21 470 547 513 758 1022 1085 921 766 917 943 1154 1160 578 577 1398 1101
split_gain=297.751 268.192 175.883 133.769 123.286 87.5641 84.8134 81.8796 81.6567 68.7258 67.4704 65.5285 60.7938 63.1459 59.7099 59.6485 59.1854 60.7101 56.7063 57.6451 56.0342 54.0776 53.274 51.94 51.6477 60.7713 49.8418 49.5564 49.1087 48.2043
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0510833983642893 1.0000000180025095e-35 1.0000000180025095e-35 1.09266583130301 1.0000000180025095e-35 -0.98151139863280401 1.0000000180025095e-35 0.54622893720785959 1.4725277493311824 1.0000000180025095e-35 -0.25012360103839287 -3.9164670491403295 1.0000000180025095e-35 1.4078093546699517 1.0454229551509682 0.9327048103557759 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -1.695011218147956 -0.73262521204559838 2.8904223869454788 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -0.45277966036165179 -0.40977230773944029 -1.3835380039393297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 26 7 9 -2 10 -5 12 22 21 -14 -4 18 24 -18 19 -6 -7 -3 -9 27 25 -13 -1 -8 -15 -16
right_child=1 8 14 6 15 20 23 11 -10 -11 -12 16 13 28 29 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00021128632608763965 -0.00016008187275188648 0.00038965083499316452 -0.00019665514411886683 -0.00019998375541688609 -1.952868377190094e-05 5.4596895850295161e-05 -0.0001127094881289131 5.4999848800908445e-05 -0.00025754888060874377 -9.35245242375299e-06 -0.00029770817293333897 -0.00019290594056498608 0.00072170046234921613 -9.3468114630398808e-05 -0.00022617354780483823 -0.00016967396314124451 0.00028752764418232715 -0.00012938812190503734 0.00027241953824935658 0.00023279099348829564 0.00025608417672434334 -7.5776168648053314e-05 -4.6296461497695668e-05 -0.00057696720589114892 9.1320755059886752e-05 4.7634048327459254e-05 -6.0448812150564032e-05 1.3007988683370434e-05 -0.00022000685044278943 -5.3661625397063997e-05
leaf_count=1537 8483 547 26733 22072 3952 12510 11435 13358 20323 5549 7036 4946 146 14410 5949 1040 3453 882 8458 3558 3501 35844 54041 510 11200 5071 11014 20553 21629 22191
internal_value=0 -0.100522 -0.0634855 -0.0345393 0.1143 0.00371043 -0.120283 -0.0189257 -0.206525 -0.216356 -0.176568 -0.00244587 -0.157608 -0.227675 -0.183512 0.229399 0.0853582 0.29032 0.261051 0.13643 0.14086 -0.0943953 -0.0357481 -0.0501204 0.0384991 -0.0767186 -0.0360351 -0.0406944 -0.235509 -0.117425
internal_count=361931 332372 232437 177564 29559 117445 60119 101434 99935 27621 79612 92951 72576 36185 54873 17008 25552 4335 15968 7510 16011 36391 67399 32498 21217 10017 12551 31988 36039 28140
shrinkage=0.000714163


Tree=817
num_leaves=31
num_cat=0
split_feature=785 728 1445 519 784 727 727 921 253 319 647 590 376 846 727 556 51 1469 1368 547 1022 1085 579 758 1461 578 1461 1454 630 50
split_gain=330.881 267.001 163.227 125.415 119.539 109.471 105.383 91.0816 89.8887 84.0586 69.3608 157.166 67.7617 66.7155 65.3017 62.6892 59.6004 59.3886 56.0789 54.9845 54.3506 57.8071 50.1988 63.0765 49.8126 49.3575 49.1468 52.6464 48.5776 47.1807
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 2.1420547332082829 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.2189113891555967 -0.53268848306471728 -1.5722412400100421 -0.38790924107065006 1.0111847875080273 -0.48837130887337593 2.7867186816414384 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.21037051308185831 -0.2634310735630721 -0.87905496296652397 0.44165705467474764 0.40055145564584022 0.23574602101832404 1.4829784501753427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 8 -5 25 -6 17 10 11 -3 18 28 -9 -10 22 -2 -7 20 21 -8 -4 -24 -19 -1 -26 -28 -12 -15
right_child=1 9 16 5 7 12 19 14 15 -11 13 -13 -14 29 -16 -17 -18 24 -20 -21 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.00022304736454652421 1.4201336047776874e-05 -0.00012228385845688665 -0.00013743876601734356 -0.00014461557623546241 2.2584501621683485e-06 0.00015398440967450054 -2.0157649196531887e-05 -0.0001633566535224558 -4.9631685105263088e-05 -0.00026060515926418009 -2.0699957477912879e-05 0.00048751570032484553 0.00044612684607326557 -0.0001944358938130016 0.00026201063545401576 -0.00016961481715743244 -0.00024312960803102963 -3.9934968007884063e-05 -0.00034548285164534619 -0.0001575119947270199 0.00026864724396448826 0.0002327355931207011 -9.404011158682729e-05 0.00012392852144780533 -0.00031161859665608494 -4.7293681192772636e-05 -3.4052362954973414e-05 -0.00033570084779198172 -0.00018032252114647576 -2.3759063504639058e-05
leaf_count=1537 33700 3939 34299 2776 23863 7585 3952 890 17807 20386 15464 1197 1460 46616 4958 26674 10949 38978 455 1040 8458 3558 11364 4634 3574 11014 6778 1693 8095 4238
internal_value=0 -0.105371 -0.0684064 -0.0375553 -0.0545902 0.150758 0.121209 0.061305 -0.0833593 -0.211042 -0.180203 0.0636428 0.246308 -0.199478 0.281016 -0.165675 -0.172884 -0.0453407 0.176154 0.227746 0.258191 0.136071 -0.142073 -0.0398811 -0.0916816 -0.0177969 -0.212937 -0.128852 -0.0996832 -0.248361
internal_count=361931 332372 232437 171191 158915 12276 29559 29711 129204 99935 79549 5136 9500 74413 5848 44481 61246 84723 8040 17008 15968 7510 50297 15998 51023 12551 12045 8471 23559 50854
shrinkage=0.000714163


Tree=818
num_leaves=31
num_cat=0
split_feature=545 785 652 566 253 550 21 221 727 1461 1455 21 639 51 1237 702 560 1430 1436 947 815 1173 1044 666 970 909 1462 854 638 784
split_gain=118.707 97.9297 91.5253 97.0156 76.3808 61.388 70.6866 59.3374 58.4302 55.9614 59.2545 67.3634 55.856 53.2907 52.0542 59.9377 50.3431 51.11 63.2135 48.5857 54.6088 52.2881 47.6492 45.8998 44.7202 44.6194 44.4741 44.3813 42.0844 42.037
threshold=-1.0372938969678034 -0.86283290253235112 -0.55024281929118113 2.1710320005650359 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 2.1776991875183893 1.0000000180025095e-35 2.5032120688259147 0.80851755981579754 -2.9709283393608152 0.13068174997673582 1.8613588887694643 1.0000000180025095e-35 1.0417613596250537 1.6590601587821199 0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.437247391288011 0.073409762293408579 2.2575337098986954 -0.38102720843083193 -0.67290761646258057 1.8461117166573322 -0.87473648844905705 -0.01038294387212216 0.9594655836162902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 12 4 13 6 9 22 27 10 11 -1 16 14 15 29 17 18 -3 20 -13 -21 -6 -20 -8 -10 -26 -2 -9 -4
right_child=1 2 3 -5 7 -7 24 28 25 -11 -12 19 -14 -15 -16 -17 -18 -19 23 21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0025344668881299342 0.000958032437699771 -0.00014535950612586205 -3.6593981782283686e-06 0.00049419783466495687 -0.00027869349488481124 7.5271669860899624e-05 -0.00030834392582185146 -0.00027394592814953075 -0.00026088413845620962 0.0010453482356392804 0.00043960839233115771 -0.0013682998756966126 -0.00025577615087234439 -0.00085653325104280854 -0.00037085643840383871 -0.00030076643513650484 -0.00042599516220835447 0.00044780309954383279 0.00020766882397456137 -0.00020145236598250927 -0.00035353136410772924 0.0020637558698557244 -0.00066581157924116218 0.0012720664942526751 -0.00077399855167328661 0.00061727977693263453 0.00043796291571027081 -0.00013248064788401752 0.0013866272830159907 0.00037424897088857021
leaf_count=203 1132 24016 48209 6074 30267 12442 20603 900 1944 1312 4411 7071 14595 3483 17908 17883 4458 14700 26607 14145 6567 391 19671 1135 25772 13578 1142 9681 938 10693
internal_value=0 -0.0130911 -0.0275231 -0.059879 -0.0720391 -0.111982 -0.140224 -0.145303 0.106496 -0.0506154 -0.0743956 -0.123625 0.0283452 -0.0379341 -0.0291108 -0.00628956 0.0521919 0.067181 0.0335297 -0.138567 -0.276795 -0.052217 -0.161884 0.09784 -0.201558 0.191883 -0.271565 -0.00549471 0.223244 0.0264659
internal_count=361931 267872 241537 156026 149952 94059 81617 51776 26335 34100 32788 28377 85511 98176 94693 76785 70916 66458 51758 28174 13638 14536 49938 27742 47517 15522 26914 10813 1838 58902
shrinkage=0.00261544


Tree=819
num_leaves=31
num_cat=0
split_feature=728 557 1445 859 744 797 1218 43 659 612 1463 529 706 974 714 332 678 1189 1306 1023 699 10 1437 272 885 21 830 976 1272 1430
split_gain=115.476 95.3647 81.7328 82.6788 74.7855 68.8912 64.2399 58.6527 57.3593 50.756 50.896 48.1495 46.8983 46.8884 45.6405 47.1088 56.7007 44.9029 43.5985 43.1341 45.2029 42.6717 40.9101 39.4458 46.6479 39.413 38.7084 38.4619 37.9633 37.8405
threshold=1.0000000180025095e-35 -0.80069416466642784 1.6380901172106308 -0.54135187694831066 1.3025484894158337 0.63961785378869596 1.0000000180025095e-35 2.2744972866152193 0.62821384419828064 1.0000000180025095e-35 1.8172976979801614 1.4795591430507427 1.5464968338184579 -1.2111977278439292 1.0000000180025095e-35 1.0000000180025095e-35 4.8175881778182967 -1.5534248622942266 1.8788488985925911 2.2900273674543703 1.3178672058126673 3.4769699208154243 0.72713696786055593 0.19433589423024392 2.9080136987884808 -3.9164670491403295 2.240487403880465 0.36626269034231312 1.0425293070791588 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 3 6 7 8 21 9 13 11 -11 12 25 -5 -7 16 -16 18 -14 20 26 22 27 24 -15 -2 -8 -3 -1 -27
right_child=4 2 -4 5 -6 14 19 -9 -10 10 -12 -13 17 23 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00033328398620116975 0.0022754192082623274 -0.00014078192533343873 -0.00032146953767305713 -0.00038784694773995332 0.00017254402319129907 0.00019165162271702975 0.00048994396231104732 -0.0011955565526394246 -0.00027259653460028624 -0.00084315484039571736 0.0010109073738030821 -0.00079366041659805387 0.0016440294642229294 0.00022825781380473025 -0.0009098380898385995 -0.00019341255387914083 0.0016079148517091559 -5.1936099950165702e-06 -0.0017331060324097534 -0.0013742302417922841 -0.00032180901058388543 -0.0014735471854410414 0.00040403899793926314 -7.6881290756188424e-05 -0.0011024229921336372 -0.00049793776193913044 0.0012925735786476118 0.00029662368534751532 0.00016010411101029018 -0.00017141800363934607
leaf_count=42329 154 18835 24462 7117 11079 4204 16905 4153 15986 11855 683 7382 895 52781 8263 8222 268 15119 195 363 1841 489 10238 22553 744 24352 1811 9445 5985 33223
internal_value=0 -0.00876965 0.0104717 0.0243638 -0.0998455 -0.0087018 0.0869561 -0.123768 0.0146619 -0.113089 -0.276978 -0.0936896 -0.0776092 0.0369421 -0.121506 -0.173749 -0.307225 0.034107 0.45902 0.17688 0.189059 0.035222 0.043354 0.0508224 0.0798068 -0.109272 0.218277 0.000786377 -0.101892 -0.113168
internal_count=361931 252841 204527 180065 109090 120138 59927 98011 99181 93858 12538 81320 73938 83195 20957 16753 8531 16209 1090 20920 20557 39007 38518 76078 53525 57729 18716 28280 48314 57575
shrinkage=0.00261544


Tree=820
num_leaves=31
num_cat=0
split_feature=785 728 1307 852 727 405 519 1469 319 647 590 784 43 1049 1452 758 846 692 583 1362 1436 1361 1289 547 706 1454 382 1151 706 713
split_gain=284.276 245.021 152.982 135.699 116.984 104.999 100.306 83.5949 80.377 73.4048 158.057 72.9469 72.2538 65.7316 64.6743 63.1367 62.2365 59.3441 58.823 58.746 57.926 109.735 61.2965 54.8788 54.5117 54.3844 51.6766 51.0026 50.705 50.4505
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6294210021612947 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 -1.0234077568651669 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0000000180025095e-35 0.89861718595303663 0.039474337618497217 -0.43523778982368799 -0.53268848306471728 -0.88210545541213692 -0.55326332990463356 1.0087403405179345 1.0000000180025095e-35 1.0000000180025095e-35 1.3818515343453359 1.4078093546699517 0.82104289547369691 3.8331818028246452 1.0000000180025095e-35 1.0000000180025095e-35 1.7192239619957821 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 24 6 7 14 9 10 -3 17 20 15 -2 18 -11 -5 -8 -7 21 -9 -22 -6 -1 -23 -20 -4 -29 -16
right_child=1 8 27 11 23 19 13 12 -10 16 -12 -13 -14 -15 29 -17 -18 -19 26 -21 22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00013314379734601328 -4.0802537624117785e-05 -0.00012073795614859749 -0.00028110759826753664 -0.00018598528399522876 0.00020940047793263736 -0.00013587729665739368 8.2927832650554944e-06 -0.00021269680334555776 -0.00027922176384220874 -7.0984765611733567e-05 0.00057158785030963957 0.00022270141520693536 -0.00016039283421308371 -0.00011101529339944743 0.00028987043290299065 -8.619604658971364e-05 -0.00018707427351538535 6.5170103259652159e-05 0.0004907522375652187 -0.00042953704433089656 -3.1323083103860624e-05 -3.8462102245033917e-05 0.00016053052806142798 -0.00017651539782264738 8.104151925445451e-05 0.00062833262773397309 0.00016542001236717456 -0.00012867579027531938 0.00068505471654664552 5.4984821333470285e-05
leaf_count=6473 13312 3939 11538 3279 15968 17682 1838 19391 20386 23559 1197 6582 23875 2595 3342 1917 50854 16134 2438 3156 47389 23604 4657 1040 6078 274 2256 19116 264 7798
internal_value=0 -0.0934796 -0.0580041 -0.0392667 0.117135 -0.0613793 -0.0437794 -0.0600051 -0.195389 -0.165131 0.0872573 0.0968846 -0.0844412 0.133886 0.0472918 0.216904 -0.185063 0.0325385 0.304237 -0.215238 -0.0602444 -0.121529 -0.0161878 0.229844 -0.0295094 -0.0359664 0.418126 -0.220407 -0.144447 0.158849
internal_count=361931 332372 232437 201519 29559 175524 154686 143642 99935 79549 5136 25995 119190 11044 24452 8449 74413 19413 6532 20838 95315 43269 52046 17008 12551 23878 4694 30918 19380 11140
shrinkage=0.000804263


Tree=821
num_leaves=31
num_cat=0
split_feature=785 728 1235 194 561 727 1307 1458 595 852 112 885 540 1309 746 889 1030 986 1470 689 202 901 507 1393 1467 705 1154 1359 1160 253
split_gain=345.924 242.15 158.432 122.859 119.863 112.517 88.1772 87.2754 81.3408 75.766 70.7971 63.5704 67.2945 61.229 60.3652 56.9932 55.9292 55.6004 54.7668 50.284 50.2398 51.5658 49.2455 47.6489 47.3273 46.8537 46.7156 45.5387 44.0371 43.5802
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.94625487755706195 1.5271592296785539 0.45770210970455655 1.0000000180025095e-35 1.0485873544557924 0.20667703603638712 1.0000000180025095e-35 1.0747610123934368 2.2718117149406565 -0.92873225317066288 2.9110317759397999 0.81883784246325297 1.0000000180025095e-35 1.0000000180025095e-35 0.99422031274767553 -0.38854386815869929 -1.1417127449306028 -0.4288425582216272 0.56345046278266753 -0.78509392910122189 -0.65010344692030353 -0.014887223277626661 3.8567296589757825 0.82156014147911482 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4775148743260689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 7 15 18 9 13 10 20 -5 25 14 29 -1 -7 -6 -2 -16 21 -4 -20 -24 -23 -13 28 -21 -8 -3
right_child=1 8 3 11 17 16 26 -9 -10 -11 -12 12 -14 -15 19 -17 -18 -19 22 27 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.5823697448548862e-05 9.3645056121888212e-05 -0.00018317154897429927 5.7818375033610911e-05 -0.00028666532422363478 -4.5141752098504379e-05 0.00019978586190875759 -0.00042004608528043829 5.5794363753807662e-05 -0.00025752045093604611 7.895632030720072e-05 -0.00031613313236438406 7.5788583070854308e-05 -0.00032823430154035324 -1.1857230642232884e-05 -6.2509942103964622e-06 -0.00014163581613932808 -0.0001584140357393131 -0.00016703746699335033 -0.00018738863271559484 -9.5790433111628718e-05 -0.00015698213255163447 -5.7821731692120441e-05 -0.00013151995995581671 1.3264454596628999e-05 0.00056756287062759223 0.00024891090036309395 -0.00013309940687887035 -0.00024807074683785754 -0.00019619228578662381 -0.000429603486688004
leaf_count=7707 4211 29815 11196 872 16316 16011 7024 30116 20323 10277 3176 7543 608 10098 9947 4844 997 22212 11296 18510 9871 48431 10985 12000 234 5130 13771 7939 7168 3303
internal_value=0 -0.0976767 -0.0624569 -0.0303071 -0.0493134 0.134118 -0.16023 -0.0163475 -0.198869 -0.0523799 -0.077474 0.140116 0.171418 -0.168887 -0.196192 -0.00961353 0.244185 -0.155865 -0.095835 -0.137216 -0.0652493 -0.0439602 -0.126883 -0.0721797 -0.0743527 0.201514 -0.270021 -0.191104 -0.386073 -0.278317
internal_count=361931 332372 232437 165982 151829 29559 66455 113301 99935 83185 72908 14153 13281 79612 69514 12551 17008 38528 38492 36396 69732 59861 34281 22985 48665 12673 27963 26449 14192 33118
shrinkage=0.000728446


Tree=822
num_leaves=31
num_cat=0
split_feature=785 728 1307 852 405 727 1469 746 1016 784 595 1436 1166 1309 21 1398 547 706 150 1362 1452 692 1367 1016 791 703 1047 829 1450 953
split_gain=315.411 234.44 166.076 157.432 110.92 106.438 96.9517 85.912 102.675 84.968 81.6445 67.3352 66.3732 64.8524 64.3651 65.8205 59.1337 55.3144 54.7703 54.3891 54.0217 53.098 51.1549 50.704 48.6825 55.2372 48.5846 55.5573 48.028 47.6425
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3390041783085433 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -1.0352100314532211 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -1.2508507625752519 0.81883784246325297 -3.9164670491403295 0.44312978011646392 1.4078093546699517 0.62672487627420737 -0.44597028601474703 1.0087403405179345 0.039474337618497217 -0.97604641915355106 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2541780238054776 2.3738149868247693 4.3216852530764838 0.78841244341856642 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 17 20 8 11 21 13 -8 -4 14 -3 29 22 -1 -9 -6 28 -5 23 -7 -20 -26 -12 -28 -2 -16
right_child=1 10 12 9 19 16 7 18 -10 -11 26 -13 -14 -15 15 -17 -18 -19 24 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00014063534117071471 -6.3987455593194053e-05 0.00068816064563650872 -0.00024562525308086596 -0.00019167096609018063 -0.00014557165493934114 -2.2957030647356137e-05 -0.00028699139466013021 -8.2213789933267175e-05 -4.8819955533904539e-05 0.0002429752944788976 -0.00030178928731661566 -9.0969916414072397e-05 -9.8838251666973846e-05 -1.0659416905625966e-05 -0.00019542059685120488 -0.00028149640413481486 -0.00018746729201637644 7.3447574260091861e-05 -1.9902207588178408e-05 -0.00043590995969586938 0.00013365441920542954 6.3765175459295215e-05 0.00028697216398770094 0.00025189854409764239 -0.000313618386425562 0.00013037347218875859 -5.3699875591622714e-05 0.0012893519162929666 0.00018392448125138116 -8.6406173429117082e-05
leaf_count=5567 10744 199 19749 2637 16271 3660 16509 24869 29441 6196 19629 9406 25025 10098 26562 13951 1040 6984 28755 2802 11024 15374 9109 3199 850 10454 612 82 2331 28802
internal_value=0 -0.101157 -0.0665544 -0.0416501 -0.0661452 0.120155 -0.0476496 -0.0731559 -0.140552 0.109464 -0.200552 -0.258049 -0.198442 -0.170532 -0.198556 -0.20336 0.227468 -0.019314 -0.0258407 -0.230006 0.0679314 0.0373793 0.259094 0.129458 0.0182794 0.128706 -0.355059 0.257807 -0.0215229 -0.168953
internal_count=361931 332372 232437 187663 163456 29559 144383 120284 55356 24207 99935 25915 44774 79612 69514 69315 17008 12551 64928 19073 24099 18011 15968 6859 40059 11304 20323 694 13075 55364
shrinkage=0.000788493


Tree=823
num_leaves=31
num_cat=0
split_feature=479 1099 785 516 789 507 728 726 921 930 651 382 588 761 429 727 705 579 1451 1452 593 641 854 461 713 1457 815 1366 682 924
split_gain=113.473 118.443 105.962 94.7135 81.995 73.8129 92.572 92.4791 121.663 94.6613 83.7959 81.925 78.3908 71.9093 66.9306 64.0538 55.4679 53.6271 52.6437 51.7442 51.4547 48.8548 47.9679 47.6003 46.9081 51.7954 46.6833 48.363 45.871 45.6019
threshold=1.6834386678921571 1.4149514828101151 -0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 -0.90320472132347296 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.1107569744011787 1.0000000180025095e-35 2.250834115212506 1.5021234709567175 1.3430836380569215 1.0000000180025095e-35 0.42325249380490987 1.0000000180025095e-35 6.1068711814340597 0.039474337618497217 -0.58017643881618097 -0.31964630006937161 -0.87473648844905705 0.52346289117042066 1.0000000180025095e-35 1.339295830115254 0.67237773758774566 1.0000000180025095e-35 1.3140755578960717 0.38785916688843908
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 14 5 6 -5 9 16 10 19 20 -13 -10 17 -1 -9 26 24 -7 -8 23 -18 -2 -3 -26 27 -4 -11 -24
right_child=21 18 3 4 -6 7 11 8 13 28 -12 12 -14 -15 -16 -17 22 -19 -20 -21 -22 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.0793694843676702e-06 -0.00051167480497065214 2.7602894921229506e-05 -0.00034089787199664752 -0.0007380361732342868 -0.00041737707954593925 0.00084056231909618458 -0.00020000783999671385 -0.0003723241251830737 0.0003086004935088749 -0.00027496966649491933 -0.0010553912683140174 -6.9355585209539982e-05 0.002466976353038268 0.0016369495828687964 0.00030366691029934823 0.00074403942325788463 0.00082057212018757581 -7.20808305893901e-05 0.0055819046029894365 0.0020817339482868164 0.0016022820178184548 -0.000820462778745721 -0.00027609548924495842 0.00046122941906463592 -0.00090381905304339665 0.00039080900058773889 -6.5205821159397935e-05 -0.00084975021023968105 0.00078239919641547549 0.00026265767530386796
leaf_count=10177 13510 5885 25465 2329 19333 4628 907 46432 13251 7405 893 5386 671 2476 10794 14865 3488 31025 61 2835 5533 26183 22516 5793 22928 2046 12174 25691 3137 14114
internal_value=0 -0.0207328 -0.00805886 -0.0218132 0.0105679 0.0292912 0.160971 0.0103648 -0.0165755 0.142926 0.307448 0.228076 0.0609412 0.151998 -0.0756851 0.120077 -0.0501101 -0.09596 -0.163498 0.378453 0.383618 -0.157485 0.00540317 -0.0608533 -0.169136 -0.218956 -0.135178 -0.168747 0.0113771 -0.0180355
internal_count=361931 316445 285525 260483 155334 136001 14826 121175 102277 18898 8356 12497 6057 15727 105149 25042 86550 94355 30920 7463 6440 45486 40118 19303 30859 24974 63330 51156 10542 36630
shrinkage=0.00352004


Tree=824
num_leaves=31
num_cat=0
split_feature=785 181 1100 728 544 852 784 686 1469 1292 1367 815 1430 767 412 921 705 815 1447 1458 1223 1367 1223 332 533 706 848 492 567 275
split_gain=273.246 228 174.001 139.538 105.643 103.454 86.2339 67.2953 63.2565 62.3806 72.8412 62.2544 83.8449 63.0449 62.0497 60.4646 60.0365 57.0807 55.877 54.6227 52.7709 51.0919 72.478 50.3262 71.3266 47.4255 57.2274 46.8238 46.3188 46.2133
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3389766662418514 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 0.9594655836162902 1.6123350876002307 -1.3263328046252252 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0441974251282422 1.0000000180025095e-35 0.62154522891879982 0.9500464794385356 1.0000000180025095e-35 0.74484333252909696 0.24391125146464598 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.38922507503038667 -0.83904589539425611 -0.45485458511294158 1.9608858936429996 0.4022431516292117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 9 18 11 21 29 10 -1 12 -7 16 23 -8 -13 20 19 -2 -10 22 -4 24 -3 -19 -27 -21 -28 -5
right_child=1 14 7 8 -6 6 15 -9 17 -11 -12 13 -14 -15 -16 -17 -18 25 -20 27 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-7.2417667543935637e-05 -0.00011309695397560084 -0.0003545086299063839 -0.00030228671992033035 0.00094030237454356225 -6.1562780843501367e-05 -0.00013804498532546508 5.5471770918546182e-05 -0.00027663618973340561 -0.00024259472345935224 0.00020459937146273747 0.00015533097722888944 2.1820348619970749e-05 8.0460802543441441e-06 -8.073236237447316e-05 -6.6416826828888026e-05 0.00023531780799896203 0.00015285825756044047 -0.00017165163154674813 3.8303732798436598e-05 9.4858336096749775e-05 -9.9741256643696372e-05 -6.2504800243344324e-05 -8.744579891217345e-05 -0.00013615033497613199 -0.0001640553072406485 0.00013492177189355917 -7.396024324740768e-05 -7.6932514006953132e-05 0.00026936912802816618 -0.00024418076283157019
leaf_count=4800 34217 13291 9329 187 8361 16045 13804 10219 13263 10329 6069 23927 19271 7707 14925 4609 8460 6925 9017 5360 16733 21309 8941 28131 13473 3754 20723 7880 778 94
internal_value=0 -0.0969235 -0.0699216 -0.046095 0.109178 -0.0143944 0.0260527 -0.20048 -0.139151 0.183964 0.0780532 -0.00521881 -0.0730904 0.0456843 -0.22088 0.147816 0.0831793 -0.144723 -0.0868875 -0.117879 -0.223556 -0.161989 -0.261287 -0.261908 -0.348367 -0.084126 -0.0418218 -0.00564432 -0.0864162 0.805272
internal_count=361931 332372 262552 212754 29559 150297 93823 49798 62457 21198 10869 75410 35316 40094 69820 18413 32387 62176 56474 47457 29996 39579 18270 54895 26764 32180 25255 13240 21501 281
shrinkage=0.000686431


Tree=825
num_leaves=31
num_cat=0
split_feature=785 728 871 203 544 852 1469 595 1436 1430 1309 21 1398 487 1154 953 921 723 614 1454 710 519 1235 21 125 50 56 557 1375 1047
split_gain=279.563 220.924 165.009 128.866 102.69 98.7281 95.6384 84.9804 75.9304 158.085 64.263 63.3629 67.9712 57.9469 57.672 73.2463 57.4318 56.667 54.9571 54.7089 54.3284 50.333 53.6253 49.2764 48.6142 47.2922 57.9919 47.1863 46.5183 45.4467
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3520813746060025 1.0000000180025095e-35 1.0747610123934368 -1.0588145806293296 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.81883784246325297 -3.9164670491403295 0.44312978011646392 1.6304501485392697 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 4.1116885815925501 2.2276597626323835 2.1420547332082829 -0.94625487755706195 -0.13431221002227373 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 3.2851109509259637 -0.27377523386692942 2.3738149868247693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 14 6 23 10 9 -8 11 -3 25 -4 15 -1 28 -18 -10 21 -20 22 -11 -2 27 26 -13 -5 -7 -9
right_child=1 7 13 24 -6 16 8 29 18 19 -12 12 -14 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.3010915620963863e-05 0.00013510220761796628 0.00064870016595897887 -0.00012600221727057016 -0.00021993309059428209 -6.4401556609488015e-05 9.0681041200001088e-05 -0.00021164717643967507 -0.00028265166587481549 -7.6864341661585039e-05 -0.00017406386579950191 -6.4912336973866929e-06 -0.00023482715294258921 -0.00026315975330967696 -0.00036698825940062636 0.00022107651779910075 0.00017833176200714881 -0.00012253870830331726 0.0003073252618277955 5.737148421371633e-06 0.00057652734117740801 0.00024736893866472156 0.00021616530162606819 -9.2715973089547826e-06 -1.1452527747862762e-05 -7.3595312678233148e-05 -3.749993456243194e-05 -9.9757343174791956e-05 0.00053441604294827006 -8.8654584446593655e-05 0.00017924264815403679
leaf_count=5337 10466 199 42431 15633 8361 11407 22625 19629 22825 6975 10098 19210 13951 3878 9876 5985 823 3638 36926 283 2051 1580 18536 9721 17665 13123 23031 234 4740 694
internal_value=0 -0.0992545 -0.0656778 -0.0398062 0.109253 -0.016414 -0.0380326 -0.195899 -0.0630852 -0.128424 -0.165218 -0.193161 -0.197927 -0.191908 0.183061 0.0853923 0.111886 0.30927 -0.017309 -0.0317952 0.0254288 -0.0422718 -0.0659403 0.0872881 -0.171182 -0.162886 -0.204373 -0.27752 0.0551991 -0.353681
internal_count=361931 332372 232437 186128 29559 152596 131988 99935 111801 49999 79612 69514 69315 46309 21198 11322 20608 4461 61802 27374 38977 27091 25511 20187 33532 55364 42241 15867 16147 20323
shrinkage=0.000743015


Tree=826
num_leaves=31
num_cat=0
split_feature=733 203 1031 785 1469 872 1104 830 21 1312 539 326 758 1022 1361 1436 253 50 906 1166 74 21 1459 815 427 1398 561 83 1047 1004
split_gain=115.01 98.3318 87.5677 87.6716 70.9584 63.9765 63.5247 66.9018 57.4189 52.6559 50.7195 67.878 47.6951 46.1448 76.3777 61.1571 45.9286 44.52 43.8659 39.912 39.8035 38.7102 38.6054 38.2563 38.2336 37.0154 37.4241 36.6437 36.37 41.0752
threshold=1.0000000180025095e-35 1.3520813746060025 1.6568736917453439 -0.86283290253235112 -1.0588145806293296 3.0757328524286596 -0.43688756610038687 0.70639586890216266 -0.32341995197817647 0.31519285594324048 1.0000000180025095e-35 1.0000000180025095e-35 -0.43523778982368799 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4775148743260689 1.0000000180025095e-35 -1.43490481160448 -1.2508507625752519 -0.91781937612370912 -3.2545899522946695 -0.22883417501387637 1.0000000180025095e-35 -1.1651179580632818 1.754419774220916 -0.31170895935008208 3.2711334409923594 2.0139618601281311 0.59444477453878863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 8 6 25 13 24 16 11 -3 -1 14 15 -8 18 23 -2 -4 -15 -11 -20 -9 -5 26 -6 -21 -22 -30
right_child=9 10 19 4 5 -7 7 17 -10 21 -12 -13 -14 20 -16 -17 -18 -19 22 27 28 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00071307705024095582 0.0010080180682826407 -0.0011223559721636545 -0.00076820267279353828 -0.00038835227027326656 -3.3438126175969881e-05 0.00093675228703531468 -0.00091383017848868241 -0.00050558093853744453 2.9834902687557335e-05 0.0028403369619149858 -0.00014965507944213151 -0.00027840530693470233 8.5674386799732265e-05 -0.00052126579479778003 -1.6054020416064153e-05 4.9224755656258421e-05 -0.0010313421979882113 0.00052163458789296758 -0.00044174776618449078 -0.00018763333408737662 6.412968713115232e-05 -0.0007354674331119949 -7.1037822736909223e-06 0.00030990484109823631 0.00070224769601863793 -0.0009800445451681758 -0.00040210934328775071 0.0040757476111419732 0.00032480610375142647 0.0019831105041290152
leaf_count=12070 1498 13411 12005 1584 22757 2376 14865 5079 16479 98 26525 12255 8036 4744 21772 4333 4629 14230 23058 11303 37095 21784 20700 5320 11367 3327 26438 75 1988 730
internal_value=0 -0.0156644 0.00121684 0.0131313 -0.00104436 -0.0192176 -0.0247459 0.00407735 0.0904054 -0.123099 -0.112417 -0.201609 0.143809 -0.02522 -0.0831647 -0.207861 -0.0818268 0.0991447 -0.0608941 -0.142163 0.0181507 -0.229946 -0.0750312 -0.011544 0.190966 -0.0876758 -0.0731825 -0.0486481 0.0382845 0.259157
internal_count=361931 290164 237973 214590 194484 165054 162678 110156 29430 71767 52191 25666 20106 85527 40970 19198 49885 24629 45256 23383 44557 21882 43758 10399 12951 52522 49195 11378 39813 2718
shrinkage=0.0030644


Tree=827
num_leaves=31
num_cat=0
split_feature=785 181 125 50 194 544 333 837 140 729 12 263 188 1154 953 816 1470 1469 1463 728 902 678 202 561 878 219 1010 830 1465 1240
split_gain=266.374 213.643 163.364 176.743 104.681 99.7311 96.0053 94.1253 80.1913 72.6935 63.1298 61.6933 61.2456 59.3561 73.8507 57.7472 57.5958 51.8686 50.1089 49.9717 46.5122 46.4139 45.0254 44.7224 43.5249 45.8694 41.9307 41.4657 40.8365 40.6879
threshold=-0.86283290253235112 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.26717396260092557 -0.48546444577241915 0.75637635299260908 0.063693694121218822 1.6445160113075163 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.98567350059335823 -1.3545928909252491 -0.90538501098462476 1.2198389961019418 -0.49008176997875957 3.4436453420943347 2.9016603484412591 1.0000000180025095e-35 0.14993768208270106 0.66426471340353599 -0.84400054747868014 0.85175967645546824 0.78234099439613802 5.0903406167395211 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 13 -4 9 -2 17 21 12 19 14 -1 22 -10 -5 -18 -3 -11 24 26 -19 25 -8 -6 -25 29 -9
right_child=1 11 6 7 15 -7 10 28 16 20 -12 -13 -14 -15 -16 -17 18 23 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-6.1862309262456435e-05 -0.00029116951587059394 -8.7389486550265463e-05 -5.047574980583879e-05 0.00010115165011007764 -0.00010043524194356717 -5.9039413706853587e-05 -0.00013003470399831896 -0.0001375983635277647 0.00013548293094228688 -8.3097588332417825e-05 0.00012737331447012384 4.9946055097623159e-05 -0.00011941220349242862 0.00020363823480612969 0.00016249208090049198 5.0261570385268936e-05 -0.000176398121632407 3.0555891066796841e-05 4.7675437573223376e-05 -0.00025971979355430224 0.00067735184297910587 -0.0003739550904587692 -0.00021898091298841455 -0.00011810373378212762 -0.00011826866310839924 8.7210525724571827e-05 5.7899505128927546e-05 5.2643249971343352e-05 0.00055768945023223809 -3.1394188979899063e-05
leaf_count=5337 16908 6183 27436 11481 20450 8361 2436 25534 1422 24217 14400 3060 35688 9876 5985 5966 31347 26119 2835 24889 156 547 6373 10332 3377 11687 4146 4061 161 11161
internal_value=0 -0.0963873 -0.0702201 -0.102393 -0.184034 0.107536 0.020899 -0.049828 -0.263415 -0.00925934 0.0908122 -0.216731 -0.234318 0.180385 0.0810543 -0.102283 -0.202466 0.0311828 -0.22674 -0.323149 -0.112432 0.011069 -0.143688 -0.00448919 0.0294733 0.0785936 -0.103748 -0.0997978 -0.142434 -0.148037
internal_count=361931 332372 262552 202669 89447 29559 59883 113222 52512 76366 32447 69820 66760 21198 11322 36935 35604 51993 34182 31072 24373 18047 30969 40512 17500 14123 24596 14393 36856 36695
shrinkage=0.000686431


Tree=828
num_leaves=31
num_cat=0
split_feature=614 785 263 1430 1436 43 747 712 548 602 1423 1469 470 1097 1097 807 729 852 809 1092 470 1453 647 590 884 533 269 497 915 1160
split_gain=268.633 217.548 169.422 166.154 162.747 92.7283 90.2344 86.8969 86.4952 82.3885 77.7026 76.2786 70.198 67.1857 67.0844 66.6688 63.7091 67.1236 61.8977 60.6505 62.6761 57.002 52.5601 92.3789 52.2052 87.7479 51.5609 50.4902 48.0189 44.9808
threshold=-1.0625654336828987 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.40317080334297789 1.0000000180025095e-35 2.2885552421444864 -1.3066623469784679 1.0000000180025095e-35 -1.2571877020351898 -0.95342879297703587 1.0000000180025095e-35 0.75637635299260908 -0.22706799479215015 1.6518864604429058 2.9499917481720264 0.66595742291584703 1.0270461581008248 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -1.2832447556410924 0.18233234504617932 -0.45043044405762106 0.68536004617275303
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 7 3 4 11 16 -4 -2 15 12 14 -3 -10 -9 -6 21 17 -5 19 20 -8 -1 23 -18 25 -15 -26 -22 -19 -29
right_child=1 2 6 5 10 -7 18 13 9 -11 -12 -13 -14 24 -16 -17 22 28 -20 -21 27 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-6.0464391724673243e-05 -0.00015997490712988191 4.2578164433946072e-05 -5.3816584937965219e-05 -4.7708212900504082e-05 -0.00017053879156998512 -0.00011623722228891813 -2.7197241764980801e-05 -0.00010567241982180643 -0.00036698163211611878 -0.00011722465257943759 -0.00037342320654235224 -0.00020635669632205705 -0.00017734090269809702 -4.4202543407114914e-05 -2.4729268181483344e-05 -0.00017974477491379044 -4.5588049953626886e-05 0.00010995055300665897 -0.00018378000764351316 -0.00019929230091368614 4.9608646578752978e-05 0.00013936726767183229 -9.0905640636995626e-05 0.00058246725535906574 -0.00014373790338052526 0.00019070353694281689 0.00021277793693978944 0.00023243431403626968 1.0410710247899441e-05 7.6395044838942891e-05
leaf_count=21659 2634 2206 19238 20837 9261 21832 6378 2346 13234 29593 1915 42367 14280 5884 34694 9373 1592 12615 1568 1202 9814 3017 23654 509 713 4873 10792 7277 21909 4665
internal_value=0 -0.0481076 -0.0694748 -0.101242 -0.175939 -0.0458019 0.0316825 0.123641 -0.195003 -0.259053 -0.0920658 -0.289461 -0.37644 0.159355 -0.0757754 -0.109308 -0.0157305 0.020617 0.0940204 0.114061 0.132583 -0.0506327 -0.108934 0.206258 0.19415 0.0953595 0.291996 0.180883 0.0731875 0.264137
internal_count=361931 270775 243533 193391 90443 102948 50142 27242 91156 57107 45870 44573 27514 24608 43955 34049 81116 55361 30904 29336 28134 24676 25755 2101 22262 10757 11505 21756 34524 11942
shrinkage=0.000646839


Tree=829
num_leaves=31
num_cat=0
split_feature=785 125 50 62 126 1362 727 728 332 497 1469 602 747 181 1470 194 409 723 830 915 706 284 971 56 609 1323 807 1357 789 895
split_gain=343.038 230.665 236.512 123.327 115.74 115.138 109.542 97.5167 110.865 94.9116 85.1826 73.2637 71.7603 71.2427 63.3882 61.4286 57.6662 55.4644 55.4488 57.8917 54.3523 53.3488 53.2788 52.284 52.1977 54.9755 52.0029 52.6172 50.9119 49.166
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 -0.37712515092315846 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.7001250133015622 -0.64180087851808076 0.66849908449309148 0.34871943973277292 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 0.54060196115873249 1.0000000180025095e-35 1.1506748530419184 -0.40124831324906585 0.82104289547369691 -1.0597622724945783 -0.8891902375834092 1.0000000180025095e-35 2.9086430321303127 -1.1856193027966613 3.5737384174799574 1.0000000180025095e-35 1.1248358748350926 0.27654892694072097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 15 9 10 20 -5 16 21 26 24 -10 14 -7 29 23 -11 19 -12 -1 -3 -8 -9 25 -6 27 -4 -23 -2
right_child=1 4 5 7 11 13 22 8 12 17 18 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011766031429479089 -0.00041300779482672837 -0.00025182994137223019 9.3892997968635412e-05 -1.2716345428967959e-05 -0.00033869687884092385 0.00014386105840262479 -9.3738069340517705e-05 -0.00024689488320725538 -0.00016895998190541683 -4.9475606311867022e-05 -2.4930577207796246e-05 -0.00010891145809046378 1.0565925333298037e-05 -0.00025396431881732331 -0.00011495371741545622 -0.00019962887448283449 -0.0004433493140234238 0.00022605008541644407 5.9884666688516592e-05 -0.00013878431897816851 8.7421536241428136e-05 -4.2484369926228838e-05 0.00020952943438587183 -5.3273971821538142e-05 -0.00020764977373460153 0.00013769308142984446 -0.00069368247981255215 -4.5233772979060295e-05 -0.00023250570004293341 -9.6466967266150322e-05
leaf_count=6473 18463 5497 18184 13997 739 2590 1561 28993 14266 3264 21612 4334 9862 12371 41656 16678 5852 3801 7629 28257 6078 28986 15447 5086 1096 20921 272 11359 4442 2165
internal_value=0 -0.105442 -0.139334 -0.224153 -0.00577748 -0.0846142 0.125202 -0.17698 -0.21834 -0.0724021 -0.0384381 0.0944703 -0.112612 -0.165114 -0.126503 -0.354981 -0.308127 0.137984 -0.0879165 -0.114585 -0.0164271 -0.115737 0.233817 -0.273721 0.139462 0.161484 0.049025 0.0567513 -0.0863121 -0.474884
internal_count=361931 332372 259292 115362 73080 143930 29559 78056 64059 45990 87313 27090 24128 56617 44246 37306 39931 7065 57498 49869 12551 38925 17008 34079 22756 21660 29815 29543 33428 20628
shrinkage=0.000773033


Tree=830
num_leaves=31
num_cat=0
split_feature=888 890 705 417 1223 1229 21 1469 1452 945 659 614 1458 795 1371 760 410 21 1458 691 1357 1462 156 828 789 917 482 1463 1444 1458
split_gain=118.44 98.221 88.2101 78.6488 61.5638 115.565 67.5218 57.9442 61.7774 57.8787 56.2038 56.5865 54.2896 53.9966 46.7095 46.565 45.3243 45.2921 44.7316 43.4748 43.0552 42.7936 42.0487 48.4069 40.1048 55.834 39.3444 38.8349 39.9874 40.9785
threshold=1.0000000180025095e-35 -1.0182342416987082 1.0999472070578602 0.010950138188642858 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 0.37712882758393312 0.57845329651378008 1.9181452473571214 0.62821384419828064 -1.0625654336828987 -0.71693843586677841 -0.29258408639884992 3.4357416210103824 2.181063439396091 1.644349105518915 -3.9164670491403295 0.084403803362298288 0.29073615932568342 1.0000000180025095e-35 1.7788931450595327 -0.67214647191702082 2.695368153690588 1.1248358748350926 4.0023836252627669 -0.36643596294956943 0.25173025313656361 1.0487318818042339 -0.72983201679721443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 5 -1 22 15 12 18 11 -4 -9 -13 16 17 20 -5 27 24 -2 -7 23 -6 -19 -26 -8 28 29 -3
right_child=14 2 10 7 6 21 26 8 -10 -11 -12 13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0010109342867559124 -8.2457687548503821e-05 6.5495287592525622e-05 -0.00040557100273375536 0.0023960245844334327 0.00041798450070332379 -0.00026299629599891233 3.3097000896687359e-05 0.00043144289953751282 -0.0010232860579422484 -0.0007127008080638317 -0.00019398612189894048 0.00067219221477078585 -0.0001752276784397756 0.00018597960300705384 -0.001065021553447111 -0.00072901511443140702 -0.00079337897684692731 0.00029997432242687171 4.5907102903837265e-05 -6.0871610392107776e-05 -0.00051803042211300357 0.00095647435083749427 -3.830160907778783e-05 0.0026043932203566279 -0.00021471964359155395 0.0049667175439650586 -0.00040557632289705577 1.9465267784772324e-05 -0.00073085426583299122 -0.00031839080654861424
leaf_count=14422 20420 10803 3102 211 5429 17605 9227 5013 2295 5565 6468 11731 23267 11933 3896 1842 8428 40035 31065 17816 13454 913 11804 266 5403 45 21686 17406 6355 34026
internal_value=0 -0.0204802 7.09971e-05 -0.0174015 -0.094466 -0.187342 -0.0472635 0.0255664 -0.0530497 -0.0599426 0.0999324 0.141724 -0.0268853 0.172006 -0.152477 0.0599984 -0.130492 0.0687902 -0.0482646 0.0653391 -0.0968757 -0.0777495 0.0656446 0.219059 0.0987038 -0.0663593 -0.111493 -0.0807698 -0.112405 -0.0911233
internal_count=361931 315733 234381 201147 81352 32940 48412 95927 30575 105220 33234 26766 28280 23664 46198 65352 42302 63510 99655 63299 33874 18518 17499 5695 45483 5448 30913 68590 51184 44829
shrinkage=0.00246459


Tree=831
num_leaves=31
num_cat=0
split_feature=785 728 125 395 755 544 1148 617 319 1022 1223 791 647 590 705 1166 1470 804 1292 1022 846 1357 665 50 1465 630 933 858 415 56
split_gain=272.858 220.942 150.864 216.602 108.055 94.0231 85.5862 80.5563 78.7358 74.5709 80.4129 68.7369 66.9107 152.243 66.3026 65.5538 62.7421 62.6441 61.9021 78.2915 61.2721 55.5443 50.4292 49.7608 49.0445 46.8862 45.8431 49.2275 47.1142 45.6677
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.8349057301109672 1.0000000180025095e-35 0.85514867284464147 1.6614250791469047 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.53889019796838877 -0.64460186713261591 -1.2126727935954851 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 -0.53268848306471728 1.0000000180025095e-35 0.85652824257920523 1.4829784501753427 0.37973282798721492 0.23574602101832404 0.68806224955729689 1.0825608069246189 -0.50735691276778627 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 6 18 9 16 12 10 15 26 13 -3 -13 -4 -2 -8 19 -1 25 24 -18 29 -5 -14 27 28 -11 -22
right_child=1 8 4 21 -6 -7 17 -9 -10 11 -12 14 20 -15 -16 -17 22 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.935303130800496e-05 1.4332100568627783e-05 -0.00011914851702097412 -0.00040082487037609545 -3.040831138343451e-05 -0.00018019773798300557 -6.0311569045284735e-05 5.2966871097803801e-05 -0.00040853270891831183 -0.00026154275086870166 0.00010487769778568021 -2.1269071059728843e-05 -1.1164717193446729e-07 -1.3850855342091522e-05 0.00051882496780583317 0.000185784988320363 -0.00012358426646619209 -0.00023631501313914319 0.00030567904345098521 0.00022180933662396804 0.00018014743749331238 -0.00026280220580807872 -0.00010495440938884955 -7.6193784496606532e-05 -6.8020464245456147e-06 0.00011292837353583892 -0.00018103172491591192 -0.00011890541926837363 -0.00013690226329239464 -2.2444339442195896e-05 -0.00014727930921393503
leaf_count=5159 4359 3939 4257 25946 11839 8361 19162 8279 20386 10652 19853 9701 15464 1197 7940 11230 28895 2410 10329 5710 21550 20706 7450 4238 7308 8095 9403 5168 17879 25066
internal_value=0 -0.0979958 -0.0644008 -0.131898 -0.0200991 0.108139 -0.00380138 -0.259788 -0.194756 -0.0305442 -0.10993 0.0104535 -0.164859 0.0753204 0.115289 -0.235812 -0.223577 0.109134 0.17877 0.0732976 -0.183926 -0.0471808 -0.260269 -0.231082 0.00340574 -0.087938 -0.0329415 0.00166905 0.0339937 -0.255764
internal_count=361931 332372 232437 102943 129494 29559 117655 48983 99935 96083 35340 60743 79549 5136 17641 15487 40704 21572 21198 10869 74413 53960 36345 50854 33254 23559 43102 33699 28531 46616
shrinkage=0.000757875


Tree=832
num_leaves=31
num_cat=0
split_feature=614 1028 785 263 50 713 56 1361 947 815 57 21 873 915 878 728 1455 1154 1022 1457 791 1160 409 644 729 150 540 705 497 1014
split_gain=270.099 221.479 201.621 152.968 169.598 91.2691 90.6068 89.488 86.7333 145.469 84.5055 81.1071 76.7101 68.3953 66.4027 65.1372 61.2703 60.577 87.8672 60.3638 58.7824 57.9834 55.8727 55.1451 54.5696 54.1675 53.3458 52.1288 48.9493 47.4604
threshold=-1.0625654336828987 -0.96688480048775205 -0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 2.242218440812676 -0.39746507241763851 1.6473864309851525 -0.49008176997875957 0.80851755981579754 1.0000000180025095e-35 1.0000000180025095e-35 1.4942246234200935 1.0000000180025095e-35 1.0000000180025095e-35 1.3850285553958441 -0.34929633066952553 0.75637635299260908 -0.63535965239628067 2.9110317759397999 0.84297453113901832 1.7001250133015622 1.9117660652834578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 7 5 4 6 -3 15 21 9 -1 25 -10 13 -6 26 -4 -11 18 -7 -9 29 -2 -8 -17 -22 -5 27 -12 -27 -15
right_child=1 2 3 10 12 17 22 19 11 16 14 -13 -14 20 -16 23 -18 -19 -20 -21 24 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00040890299472278921 -0.00038936451559254333 -0.00020891783782608705 -3.4794786159778992e-05 -0.00015364449183036418 3.8456973658963729e-05 -5.9361974201186148e-05 -4.1696648588974366e-05 -0.00011386920941841869 -1.6119316049014511e-05 -0.00018492010326390108 0.00010502031593095615 -0.0001624595096283283 0.00021548142575728379 -8.2505419588111282e-05 -0.00024494891675191916 -0.00015046716090289972 8.7517953881933492e-05 0.00024886517159445633 0.00021163578396713023 0.00014484563585687551 9.4825679711611161e-05 -0.00017240690700916035 -0.00033922452631499636 -0.00030484556583239433 -0.00014495142167970126 -1.5280245075240168e-05 -0.00018430748590408502 0.00028364919428283263 0.00019899241960907413 -0.00035653887910641667
leaf_count=17402 9370 2092 6707 5843 29777 5730 27685 29488 19283 18427 11103 33035 3400 31802 1105 17131 3009 9840 6325 2605 8987 12165 2317 18485 3988 13150 1044 5556 3086 1994
internal_value=0 -0.0452964 -0.017914 -0.0411873 -0.0748389 0.157589 -0.15812 -0.181773 -0.192662 -0.291749 0.0631122 -0.137054 -0.0130363 -0.027201 0.156268 -0.236615 -0.178414 0.194963 0.10041 -0.113202 -0.0771511 -0.313545 -0.0758844 -0.283736 0.040569 -0.0222142 0.184249 0.210864 0.034329 -0.123072
internal_count=361931 270775 217147 193160 152273 23987 72325 53628 91156 38838 40887 52318 79948 76548 18808 42323 21436 21895 12055 32093 46771 21535 30002 35616 12975 22079 17703 16659 16236 33796
shrinkage=0.000788493


Tree=833
num_leaves=31
num_cat=0
split_feature=785 728 1445 519 784 727 712 921 181 319 1469 470 376 1022 1292 727 689 1028 1304 200 1368 156 794 1154 582 1469 1223 830 954 902
split_gain=299.219 249.69 173.111 130.101 115.253 114.962 104.061 96.1287 95.8534 83.1909 76.418 70.9568 68.5429 67.2337 73.3087 65.7632 63.2654 63.1704 61.1876 55.3824 55.3656 53.5198 51.0361 49.4798 47.9476 45.7735 46.3479 45.7508 44.8472 44.5047
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 2.1420547332082829 0.9594655836162902 1.0000000180025095e-35 -0.63779424894106762 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.90538501098462476 1.0000000180025095e-35 1.2189113891555967 0.67527595557081987 1.0000000180025095e-35 -1.5722412400100421 -0.4288425582216272 -0.96688480048775205 -1.2519738572323926 -1.281871280663196 2.7867186816414384 0.3066483305190903 -0.55929652627125603 1.0000000180025095e-35 1.0844420916666788 -1.2201123333327371 1.0000000180025095e-35 1.6405209124780595 6.099786963134739 3.4436453420943347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 8 -5 -1 -6 10 11 -2 25 20 14 -8 -9 -13 -12 23 -20 24 -16 -19 -4 -7 -3 -27 -17 -24 -18
right_child=1 9 18 5 7 12 13 15 -10 -11 17 16 -14 -15 21 27 29 22 19 -21 -22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00018361651456354596 3.2594909101226448e-05 4.6286272265798845e-05 -0.00028979355021377953 -0.00014649093948283321 1.1296805410124931e-06 0.00010734693287589884 -8.602902848749982e-06 -0.00016049851587971736 -0.00014806884850335317 -0.00025594385580647117 -0.00014277955860762443 1.3208604606987205e-05 0.00045364650853044463 0.00026422819922186755 0.00020888585388013252 0.00020666496643642444 -0.00012738909607488619 1.4264121697456758e-05 -0.00021882326228010615 -5.8967400049427443e-05 -0.00033677676023008082 -5.3652200983607992e-05 -7.7591467892937038e-05 -0.00012790579611655318 0.00039024895463206599 -0.00027800390477181219 -0.0001476887015926151 0.00057244502538906779 0.00063382058711297857 0.00058786968001589795
leaf_count=3225 23527 2091 12020 2776 23863 6188 10791 890 25807 20386 19813 11342 1460 5009 8581 4147 29537 23218 7813 29692 455 1953 36687 11721 1397 16758 19647 811 152 174
internal_value=0 -0.10252 -0.0668177 -0.0350302 -0.0523873 0.156734 0.112821 0.0613108 -0.0806682 -0.204918 -0.0543037 -0.174217 0.254662 0.152298 0.104329 0.286731 -0.114238 -0.0864864 -0.174356 -0.122013 0.184119 0.223724 -0.0555002 -0.275531 0.22332 -0.254622 -0.277416 0.372706 -0.103405 -0.170798
internal_count=361931 332372 232437 171191 158915 12276 29559 29711 129204 99935 103397 79549 9500 26334 21325 5848 41053 79870 61246 37505 8040 10534 60057 23741 7585 38496 36405 4958 36839 29711
shrinkage=0.000714163


Tree=834
num_leaves=31
num_cat=0
split_feature=785 728 1100 332 395 712 200 578 1185 319 705 647 590 962 1292 1022 497 203 846 557 735 1466 320 727 1450 1452 1455 1436 771 50
split_gain=307.966 193.878 137.594 127.84 183.597 113.84 88.4445 72.3467 67.9659 66.3109 64.6484 61.1161 145.989 60.8321 60.79 69.9539 59.8134 57.3072 56.012 55.8122 55.1588 50.6369 51.4217 48.7457 59.1157 48.7452 48.4203 44.2737 43.8107 43.1935
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.97734522064874174 -0.87905496296652397 -0.98470171377895133 1.0000000180025095e-35 1.1641903760375707 -0.87782724458594241 0.58895901036483078 0.78457125397875782 1.0000000180025095e-35 1.0000000180025095e-35 2.2206245932530155 1.0605395091208547 -0.53268848306471728 -0.35952260062872804 3.1554326354961759 0.69604103696988961 0.88160724310766836 1.0000000180025095e-35 0.95337257963916655 0.90005214643023135 1.1386082259262511 0.60428344764309971 1.5265272373495906 1.4829784501753427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 17 -1 26 -7 -8 11 19 12 -3 14 15 -9 -12 23 -13 -10 21 22 -6 -2 27 -23 -5 -25 -21 -20
right_child=1 9 -4 6 20 7 8 13 10 -11 16 18 -14 -15 -16 -17 -18 -19 29 28 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00029793778438445123 -0.00013355933544686354 -0.0002233261578748113 -0.00026983902996650661 -0.00020945790968244208 -0.00018701147835048721 0.0002238415090217088 -0.00023509621439923433 -0.00020127523781069293 -0.00015861224310079566 -0.00034494778136885424 -2.0108905643431201e-05 -0.000173837491125892 0.00037829489440707064 -0.00017725362615944793 0.00011069044516789803 6.3110431487299365e-05 0.00027553621327660151 -0.00040854038110023285 -0.00028881749950122198 -5.7565549867550623e-05 0.00026227664012025919 -9.5465462188782968e-05 -4.8770876147077133e-05 -0.00035544727380072195 -7.1048805512859066e-05 0.000184516199873628 -1.7075731734951716e-05 -0.00016789765547488953 -0.00040785689377033081 -0.00012283229566468595
leaf_count=3225 7236 3939 31093 26359 33294 3439 7015 4279 20798 20386 10426 23559 1197 4332 9355 4929 1739 10457 46616 38868 734 5548 7436 18786 2927 1716 3260 3966 779 4238
internal_value=0 -0.24515 -0.213875 -0.196251 -0.257962 -0.0243788 -0.15196 0.0192058 -0.119053 -0.332418 -0.102189 -0.30558 -0.0813977 -0.0220579 0.0297566 -0.0867784 0.0276408 -0.375464 -0.323088 -0.128656 -0.17801 -0.186942 -0.216077 -0.333934 -0.383402 -0.0349866 -0.250666 -0.425857 -0.0865488 -0.3666
internal_count=361931 332372 232437 201344 92100 29559 109244 26334 79625 99935 72610 79549 5136 22895 18563 9208 12165 43372 74413 60445 48728 47994 40730 32915 25679 7264 29619 22752 39647 50854
shrinkage=0.000743015


Tree=835
num_leaves=31
num_cat=0
split_feature=785 728 1100 125 395 1096 703 1079 519 723 588 953 1016 388 126 713 372 647 590 945 1356 1469 290 617 804 869 497 727 1450 911
split_gain=274.862 196.828 137.199 122.548 160.448 105.429 83.5394 78.0976 76.3053 90.6834 85.0987 70.4305 71.4982 68.3 64.5214 83.3637 60.4643 57.7046 142.984 52.3492 52.2747 51.218 51.1474 50.2602 49.5871 48.7869 47.7268 46.4349 48.3834 44.8192
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 1.9634214862007473 2.1420547332082829 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.89164644713046382 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.1703909184639636 -1.3263328046252252 1.7169318248575132 1.6614250791469047 1.3537602816678871 1.0000000180025095e-35 3.0589865121061197 1.0000000180025095e-35 0.94329148222322312 0.85864930037059206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 23 11 -5 8 14 -10 16 12 -1 17 15 -8 -11 18 -3 -6 -17 -19 -16 27 -9 26 -23 -2 -29 -12
right_child=1 13 -4 6 19 -7 7 24 9 10 29 -13 -14 -15 22 20 -18 21 -20 -21 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00018949047904275203 -0.0001603460050765148 -0.00023960532156671487 -0.00028501320912823494 -0.00031716079712079334 -0.00011096414724310432 -0.00018402437498934697 -6.590742273872123e-05 6.5538729004151253e-06 -0.00027314563042542467 0.00029958132579618613 0.00042978275229981465 0.00012605203198110147 7.9269337039717386e-05 -0.00036765636397515726 -0.00011031341559874201 -0.00023798949555820743 -7.61322256272055e-05 0.00036734772800123961 0.00039333090154642828 -0.00023508871350853372 -7.1374080860751727e-05 -0.00023207930326900927 7.0629380237283626e-05 -0.00048539363817609924 0.0004234086489970003 -0.00032471736128399645 0.00026502864740266717 -0.00033806698915437965 -0.00010796788341492172 -9.5352441478366076e-05
leaf_count=5264 8433 3918 31093 5766 34218 8295 13159 4977 2620 1167 1780 11043 4957 20295 32016 33651 6967 322 1190 12414 5465 47784 4056 5665 812 25946 480 24512 3163 503
internal_value=0 -0.24385 -0.212318 -0.194709 -0.257346 -0.0348929 -0.152833 -0.140871 -0.154064 -0.0146954 0.0657323 0.0419958 -0.0780105 -0.331818 -0.175775 -0.222705 -0.0271972 -0.304689 -0.08636 -0.180846 -0.270623 -0.321653 -0.112763 -0.369386 0.0806763 -0.326152 -0.286534 -0.342511 -0.391239 0.400466
internal_count=361931 332372 232437 201344 88405 29559 112939 107173 101384 13037 10417 21264 10221 99935 88347 52275 8134 79640 5108 46632 39116 74532 36072 41773 5789 74210 48264 36108 27675 2283
shrinkage=0.000788493


Tree=836
num_leaves=31
num_cat=0
split_feature=470 464 885 410 785 1392 791 1002 927 1367 961 1037 858 736 21 263 915 815 970 657 21 1466 1400 1165 1465 1452 1184 834 1469 762
split_gain=122.295 189.314 96.7626 81.012 79.9291 67.9792 71.613 67.7711 70.5355 67.5784 69.091 69.1162 64.2303 57.6115 55.9839 54.5726 50.9827 50.4383 50.4336 47.334 46.7998 46.0889 45.7518 43.924 42.2189 47.9233 43.2469 42.1827 41.1565 39.9747
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.644349105518915 -0.86283290253235112 -0.87277843618999895 1.0000000180025095e-35 0.69854289147193727 1.0483613175537825 0.61047007421192445 1.0000000180025095e-35 -0.26178590505088833 1.0825608069246189 1.0000000180025095e-35 -0.70163543588998201 1.6445160113075163 -0.48069637070903964 0.67237773758774566 -0.18852190344195105 -0.29429909822911982 -3.9164670491403295 0.69604103696988961 -0.5961154002341017 1.0000000180025095e-35 -0.28204833916885613 -0.63504016340352343 -0.53066036875569089 1.8244089606515439 0.29844699699690508 -0.096167609470767565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 9 -4 -6 7 8 12 10 11 -1 15 21 20 16 -7 23 -16 -9 -2 24 -22 -8 25 -3 -26 -28 -15 -13
right_child=2 13 4 -5 5 6 17 19 -10 -11 -12 29 -14 28 18 -17 -18 -19 -20 -21 22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00082439827129707276 0.0026223808087473596 0.00027785550551393911 0.00065417279117951661 -0.0012440198012309705 -0.00037930023565546243 0.00053650950548544648 0.00040211421612334298 3.7701384244203428e-05 -0.0004366691355399279 3.5955205132695116e-05 -0.0011799705382335879 -0.00057306970700006445 -0.0004125677961737655 -0.00014145101903907445 -0.00012757859589407865 0.0007970134828530702 1.8022852129464814e-05 0.00080405377041726036 -0.00050190375279100829 -0.00081297512045746612 0.00040787224904993892 0.00045913876426437406 -0.00015141826403287378 -0.00032404937820642394 -0.00030882549024271235 -0.00038264720288516918 0.00035707920899685633 -0.001276334271056042 -0.00064116135652474626 -3.9282377114008404e-05
leaf_count=19298 226 5485 8982 13190 13571 9375 10361 3813 7473 9655 10377 12242 5650 22654 32154 5194 22328 6695 27351 5365 8729 7932 19695 4390 6408 18560 16760 665 11301 16052
internal_value=0 -0.0904567 -0.00724609 -0.187805 0.0339925 0.0168099 0.0374963 0.00107575 0.0307547 -0.160182 -0.196304 -0.159994 0.0628884 -0.0266707 -0.0631317 0.0933365 0.0598844 0.138527 -0.101306 -0.158548 0.0191336 0.0139171 0.00981689 0.0686241 -0.0124133 -0.077706 0.050908 0.103756 -0.103733 -0.0880304
internal_count=361931 170579 191352 80814 103197 94215 80644 59198 50020 67624 57969 47592 42547 89765 88155 36897 31703 21446 59505 9178 28650 55810 28424 14751 47878 24045 23833 17425 33955 28294
shrinkage=0.00288765


Tree=837
num_leaves=31
num_cat=0
split_feature=67 21 1022 1016 1028 1092 1459 131 254 1149 760 885 747 1298 1356 1469 1227 1454 779 547 1013 363 683 984 1355 1451 1464 1449 1449 710
split_gain=118.411 118.149 107.625 151.265 108.915 82.4324 71.6576 58.3132 57.7249 56.6514 53.852 60.1037 56.6937 53.0354 46.7215 43.1533 51.9711 41.7358 41.6548 42.9241 41.4393 38.874 39.0516 38.4962 37.3046 37.2303 37.1965 36.2119 42.9847 35.9144
threshold=1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 1.0127093791323547 0.46383055849355342 -0.37314326152536875 1.4590023375957022 1.3094460619852766 0.12608167218844024 -0.92873225317066288 2.2668746584208797 1.0000000180025095e-35 1.1703909184639636 -1.2673214316849539 0.45217487547399066 2.6579444067051354 -0.0038848044619016588 1.4078093546699517 0.54050183860820311 0.40045531908141091 -1.3831318875547542 1.873372449663109 1.8622484740039453 0.29201411858153481 -0.084000950448011799 0.3944778488886852 0.54666235280553288 2.1867371514511169
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 3 4 -3 6 7 20 17 13 11 -2 14 15 23 16 24 18 -5 -20 -4 22 -9 -13 -6 -1 -22 -14 -29 -24
right_child=10 2 5 8 9 -7 -8 21 -10 -11 -12 12 27 -15 -16 -17 -18 -19 19 -21 26 -23 29 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0030636618485571864 -0.00028820664943976184 -0.0011652023499840957 -0.00045859324466214469 -0.0001017866217280675 -0.0008384859465389538 0.0002831486408790903 0.00012995186141214276 -0.00050743341113388329 0.00049278013012779207 0.00019170799970511993 -0.00016525594549067694 0.00015928899885908347 -0.00012470132067659881 -3.3096407256876236e-05 0.000501390113267535 -0.0007241551213260952 0.0015087726524988247 0.0006391694569456343 -0.00033642048496305976 -0.0011959098680773177 -0.00032349475942258186 -0.00039757959899758402 4.5936802823986662e-06 -0.00052916297574952156 0.0020389909892056229 0.0022656990724103558 0.00045519579955442688 -0.0035935688146228103 -0.00079399396829690045 0.00069256536382792961
leaf_count=35 10552 17304 35703 34601 1040 14199 23725 5218 4154 3789 29166 55297 2891 5710 10564 27823 514 1587 18915 2652 5263 10019 31337 2491 122 567 3430 177 953 2133
internal_value=0 -0.0697208 -0.0726449 -0.128077 -0.234241 -0.0313943 -0.0526031 -0.0818122 -0.0571256 -0.175188 0.0152406 0.0417 0.061993 -0.210408 0.0762857 -0.258329 0.0631625 -0.0760694 -0.0873514 -0.169435 -0.146188 -0.0325178 -0.00278589 0.0522949 -0.190068 0.78582 -0.00268104 -0.174573 -0.477892 0.0205254
internal_count=361931 249840 249238 118211 56302 131027 116828 93103 61909 38998 112091 82925 72373 35209 68352 29499 1676 57755 56168 21567 44396 48707 38688 57788 1162 602 8693 4021 1130 33470
shrinkage=0.00251388


Tree=838
num_leaves=31
num_cat=0
split_feature=785 728 1431 125 395 712 703 519 712 319 588 1298 1361 1079 715 938 617 651 470 689 126 768 1470 1168 583 852 372 405 1307 491
split_gain=321.22 244.285 167.932 142.648 193.041 103.562 93.4815 83.3383 102.364 83.2976 71.9067 71.5339 83.5276 71.0061 78.0029 84.1585 70.9136 66.7328 65.8624 63.9765 61.5121 60.894 59.7611 57.3526 54.4386 53.4551 52.5905 52.1699 54.0784 52.5171
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -1.5610358635380586 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.9634214862007473 1.0000000180025095e-35 1.0000000180025095e-35 1.6614250791469047 1.1107569744011787 1.0000000180025095e-35 -0.4288425582216272 1.0000000180025095e-35 1.3583939354643351 -1.2126727935954851 0.56478982777245867 -0.55326332990463356 -0.22706799479215015 -0.89164644713046382 1.0000000180025095e-35 1.3390041783085433 -0.25023694339587677
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 16 -1 -5 13 -9 18 26 12 -7 14 17 20 22 21 -3 -20 -16 24 -2 25 -8 -6 -10 28 29 -4
right_child=1 9 27 6 23 11 7 8 10 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018556904721026661 3.4427306073912879e-05 -0.00018660325441883323 -0.00019527821045393505 -0.00019711091840717192 -7.4789818031889614e-05 -9.3459208965307705e-05 0.00027173461871752446 -0.00014051819375821939 0.00040219812367726237 -0.00026595706905074715 0.00040572303666684261 0.00019163712497662571 0.00015449587286391623 0.0001626610188236966 -5.842449794017448e-05 -0.00012760195834338498 -0.00039527037735695767 -0.00016944005854676518 1.3130854776358215e-05 -0.0001282883039329037 5.0109991905247545e-05 -0.00015018642105995466 -0.00018296869362778185 -0.0001553549416044725 7.2779444218567911e-05 4.4507585573170295e-05 7.0324164875417368e-05 -0.00034034340177103653 -0.00025964659309856081 -2.947236215877751e-05
leaf_count=3225 3703 38496 9161 6015 14798 5918 4537 2729 1134 20386 2268 14167 6249 4951 26251 20116 6530 2401 11342 29711 20826 2099 31196 7595 9768 23378 6992 5095 8922 11972
internal_value=0 -0.10292 -0.0676192 -0.0452058 -0.115392 0.120178 0.00100555 0.0142428 0.158463 -0.204261 0.243622 0.159457 0.0466994 -0.00862983 -0.0229401 -0.0554006 -0.24386 0.0941911 -0.173537 -0.115813 -0.0103666 0.140711 -0.208722 -0.0293344 0.186369 0.00117948 0.158025 -0.215563 -0.183275 -0.127931
internal_count=361931 332372 232437 197287 87200 29559 110087 104072 13123 99935 10394 26334 12167 90949 85998 67193 41429 18805 79549 41053 47077 16404 34899 45771 14305 38176 8126 35150 30055 21133
shrinkage=0.000743015


Tree=839
num_leaves=31
num_cat=0
split_feature=785 728 1445 519 784 544 727 921 871 595 1469 727 376 1309 1028 746 1292 1022 1304 200 1368 689 290 561 730 982 1246 1359 582 1047
split_gain=302.658 217.14 153.974 126.869 117.81 103.547 102.532 95.8133 88.1653 76.4238 73.833 66.1828 65.8092 62.5932 60.1686 57.425 56.6309 64.3471 54.5877 55.1036 53.6386 51.5972 49.3716 48.6926 48.5602 47.5533 47.2491 46.9492 46.6885 45.9201
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 2.1420547332082829 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.88964864486721928 -1.5722412400100421 1.2189113891555967 0.81883784246325297 -0.96688480048775205 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2519738572323926 -1.281871280663196 2.7867186816414384 -0.4288425582216272 1.8139302244519353 0.55894040826437752 -0.33215574005720661 3.0854258727671673 -0.36061067047794643 1.0000000180025095e-35 1.0844420916666788 2.3738149868247693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 16 -5 24 10 13 -2 -9 20 15 -12 -3 17 -1 26 -20 28 -17 23 -16 -6 -21 -4 -23 -8 -11
right_child=1 9 18 6 7 -7 12 11 -10 29 14 -13 -14 -15 22 21 -18 -19 19 25 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.9067550633052042e-05 2.551804278909895e-05 -0.0002158580553330893 -0.00010299524228493444 -0.00015028119882065557 -4.3737815698575835e-05 -6.5666866600276082e-05 0.00010660982491023967 -0.00017900115211653714 -0.00016379300956311966 -0.00029185501841299199 -0.00015915731145193805 0.00028482958920319351 0.00047453774333916867 -1.3525589178677698e-05 -3.8524293408143145e-05 -8.9764571132437754e-06 0.0002280071357463871 0.00018101013677686986 -0.00023799801105576303 -7.3123147977588446e-05 -0.00036694942297690273 -0.00010498044999491923 0.00011827557201679122 -0.00015519477160571272 0.00012259227495307469 0.00051468134953769459 -0.00027661547717772026 -0.00026872168580166142 0.00040944852474134003 0.00019079495822792652
leaf_count=5159 24525 33118 8386 2776 18066 8361 6188 890 24897 19629 19672 4958 1460 10098 43959 9947 10329 5710 7813 29333 455 18510 3611 12540 5797 359 15355 7939 1397 694
internal_value=0 -0.104959 -0.0716848 -0.0417167 -0.0588472 0.112086 0.147886 0.0562671 -0.0874151 -0.200687 -0.0627356 0.281881 0.240433 -0.17169 -0.0949305 -0.199243 0.186176 0.0851791 -0.173254 -0.123847 0.171265 -0.14181 -0.064678 -0.0807812 -0.00335522 -0.0844759 -0.26912 -0.196279 0.209893 -0.350577
internal_count=361931 332372 232437 171191 158915 29559 12276 29711 129204 99935 104307 5848 9500 79612 79782 69514 21198 10869 61246 37505 8040 36396 60110 56499 23863 29692 23741 26449 7585 20323
shrinkage=0.000773033


Tree=840
num_leaves=31
num_cat=0
split_feature=785 728 871 125 50 1096 72 595 56 1357 953 1016 693 789 519 723 1458 647 590 846 1429 487 382 1465 556 632 50 56 945 284
split_gain=319.827 234.076 151.478 127.604 123.648 101.811 86.8776 79.3439 73.0558 72.6488 62.2553 69.8111 61.1629 62.8141 68.198 67.2542 59.7214 59.5108 148.122 58.6384 58.5119 57.7842 52.62 52.1564 47.7136 50.0092 47.1348 50.6344 47.0322 44.8123
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 -0.78513032087958678 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.60642536953554294 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 -0.44527173597200392 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.0000000180025095e-35 1.6304501485392697 1.0000000180025095e-35 0.56487967955244278 -0.15844249786597561 2.5784017590281816 1.4829784501753427 1.0000000180025095e-35 1.0000000180025095e-35 -1.1416433863166267
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 10 -2 17 16 23 11 -1 -5 14 29 -16 -8 18 -3 -19 28 -4 -17 24 25 -6 27 -21 -11 -14
right_child=1 7 21 12 9 -7 8 -9 -10 20 -12 -13 13 -15 15 22 -18 19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.1555621513031879e-05 -0.00024062830809478005 -0.000128467280554137 -0.00012423162342998264 -6.7619448726147417e-05 2.4601841640182498e-05 -5.8294059073355218e-05 -0.00025278103701087239 -0.00026087822492488853 -2.0258505022466928e-05 2.9597213236230859e-05 0.00021601401700911921 0.00018041319451428902 -0.00019767731840975486 -8.217081522367224e-05 -0.00016917269581018008 0.00042802019572399765 -8.8364759414899627e-05 -7.3572953903302003e-05 0.00047759189850619645 -0.00026180290937489477 -0.00015838050062160969 -0.0003602527569654366 0.00012487495886343047 0.00011726203059208422 -6.938772502631987e-05 0.00057719647528442508 -1.689764477389235e-05 -0.00014534222337065879 -0.00016056256730568317 7.0429691515680031e-05
leaf_count=5264 14593 3957 42431 10348 23138 8295 10523 20323 20632 11267 11043 4957 1620 5198 736 2570 18284 23780 1188 21538 14048 3878 2048 8176 17709 327 4166 24983 4288 20623
internal_value=0 -0.106436 -0.0718634 -0.0471045 -0.0799921 0.116501 -0.157626 -0.205732 -0.116861 -0.0285555 0.189408 0.0772886 0.0453124 0.0854938 0.122603 0.318527 -0.199036 -0.176166 0.0496396 -0.194036 -0.113431 -0.192831 0.40424 0.0174019 -0.0126642 0.045163 -0.240154 -0.263931 -0.027427 0.074194
internal_count=361931 332372 232437 186128 142985 29559 64032 99935 49439 78953 21264 10221 43143 32795 27597 5354 28807 79612 5145 74467 29603 46309 4618 49350 41174 23465 50687 46521 15555 22243
shrinkage=0.000728446


Tree=841
num_leaves=31
num_cat=0
split_feature=785 728 871 125 50 544 595 72 56 561 1309 878 150 1458 487 746 1154 953 1092 470 689 789 752 1465 1287 1470 1467 1047 829 1357
split_gain=337.319 258.535 182.277 145.511 139.184 112.249 87.4405 87.3123 79.5862 75.7464 64.3157 62.9592 64.1599 61.0801 59.9322 58.9954 56.4745 68.3507 55.9587 54.8404 54.2541 52.1165 54.6511 52.0809 51.8582 51.7415 49.5889 49.5606 57.6265 47.9324
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.78513032087958678 1.0000000180025095e-35 0.12564049042834405 0.81883784246325297 1.6473864309851525 -0.572229863602436 -0.44527173597200392 1.6304501485392697 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.9499917481720264 0.66595742291584703 -0.4288425582216272 1.1248358748350926 -1.385907308364305 3.116712650924125 2.8505942839630602 -1.3545928909252491 0.5258453444190252 2.3738149868247693 4.3216852530764838 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 16 10 -2 13 23 15 12 -5 -9 -4 -3 17 -1 19 -14 -17 22 -21 24 26 -24 29 -8 -29 -6
right_child=1 6 14 11 9 -7 27 8 -10 -11 -12 -13 18 -15 -16 20 -18 -19 -20 21 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-5.021033123062404e-05 -0.00025945620067493086 -0.0002247136283997253 -0.00014107167244204523 -3.6582567700803416e-05 1.5199644899080365e-05 -6.6150673412142898e-05 -0.00030890643851832643 -0.00027571581809362718 -2.2680650575656989e-05 -8.6589198106798023e-05 -2.0381357917493647e-05 -0.0001727227988248048 6.316210977003561e-06 -9.9896470083024895e-05 -0.00039452646614387537 -1.4456693270340275e-05 0.00023873238298173494 0.00019190521607749159 -0.00024728218048859692 -6.9123970989092497e-05 -0.0001604410752540523 -1.7615202150204389e-05 -0.00068484610625429304 0.00037700487251654281 0.00033680016312388273 0.00023429014196319533 9.4904879955863382e-05 -6.5157864882949411e-05 0.0012745759592891067 -0.00010378773110249389
leaf_count=5337 14593 33118 42431 12806 23385 8361 19629 10523 20632 29435 10098 2967 8350 18284 3878 9947 9876 5985 1002 1876 26449 3205 148 859 1036 12789 10399 612 82 13839
internal_value=0 -0.109375 -0.0730528 -0.0458725 -0.080914 0.119134 -0.213269 -0.163023 -0.122238 -0.0263462 -0.182216 0.0527602 0.0734148 -0.207635 -0.205162 -0.21002 0.196013 0.0994684 0.125165 0.142658 -0.151958 0.20162 0.249924 0.0210337 0.0117459 0.29063 0.00136339 -0.371932 0.244635 -0.0341542
internal_count=361931 332372 232437 186128 142985 29559 99935 64032 49439 78953 79612 43143 40176 28807 46309 69514 21198 11322 27370 26368 36396 18018 14813 49518 48659 12937 47623 20323 694 37224
shrinkage=0.000773033


Tree=842
num_leaves=31
num_cat=0
split_feature=1309 62 476 257 194 1009 1457 194 188 1467 1458 341 795 809 962 1450 737 1097 746 283 771 577 852 846 1450 729 781 1453 1071 280
split_gain=121.664 111.296 81.9679 78.832 87.8888 73.7599 62.6554 62.654 63.9382 54.8223 54.3784 53.9382 54.4382 49.2632 49.137 48.9395 47.197 46.9274 42.945 42.8843 41.664 44.3363 40.5904 39.9055 39.8883 39.7109 38.48 36.9927 36.923 36.7532
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.0099296266851885 1.0000000180025095e-35 1.0000000180025095e-35 2.3941125984134417 1.4496650373183211 1.0000000180025095e-35 1.0000000180025095e-35 1.4133641467104867 2.0019660229778804 0.76477020397632989 -0.29258408639884992 3.6226755291136299 1.077996490209794 -0.35262914890079794 1.4683293454868511 1.0000000180025095e-35 0.66766320980544069 1.8090595045241624 2.1996588077313839 1.0000000180025095e-35 1.0747610123934368 -0.33670276477111571 6.3256978922114095 0.75637635299260908 1.0000000180025095e-35 1.4646939803042962 0.69084194168817237 0.15953483995120343
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 24 4 27 7 16 8 9 18 -11 12 14 15 22 -14 25 -10 -4 -19 21 -9 26 -17 29 -5 -2 -1 -23 -3
right_child=11 2 5 6 -6 -7 -8 20 17 10 -12 -13 13 -15 -16 23 -18 19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011942236446895076 0.00039892394468565411 -0.00024616927747923715 -0.00058598910435688975 -0.0002277257496932234 -0.00039865456908724458 -0.00093509559936048338 0.00040589824730401312 -8.6644112619283981e-05 -0.00035278094308767395 0.00020639209765136181 0.0034244681894186652 -0.00026997135743754704 -0.00020391253744767067 -0.001331598650955137 -0.00032931900347570086 0.00037436751674392528 0.00046918836444665335 0.00015332373563156139 0.00052774337834818731 0.0017310458360407974 0.00068795887229327756 0.00033749747623043142 0.00084203312961549255 -7.0801998411739475e-05 0.004666647462674779 -0.00061154384180901072 -7.2528619807679025e-05 0.00025775359884391364 -0.00023706159482140326 -0.00078769537604503207
leaf_count=19496 20472 14606 24516 36879 28056 4252 5144 27919 8762 1503 187 18960 22606 938 4790 14110 2989 15423 1353 628 4223 22721 4611 13206 44 18360 8349 1087 4347 11394
internal_value=0 -0.0706322 -0.0311399 -0.1292 -0.213451 -0.0092089 -0.0809165 0.000132052 -0.0606988 -0.148788 0.255704 0.0161016 0.0359662 -0.00827409 0.0954809 0.00071518 -0.103593 0.0125426 -0.178913 0.0757736 0.0432324 0.0283216 0.121796 0.0585461 -0.161189 -0.119256 0.0923241 -0.384841 0.0861296 -0.166504
internal_count=361931 253889 141878 112011 48639 115834 63372 111582 52372 27559 1690 108042 89082 50860 38222 49922 58228 24813 25869 16051 59210 54987 33432 27316 26044 55239 28821 20583 27068 26000
shrinkage=0.00283103


Tree=843
num_leaves=31
num_cat=0
split_feature=43 893 728 659 1292 317 540 675 470 685 188 1455 1367 1430 1460 1048 795 21 1461 1365 332 854 784 62 1240 83 834 878 1467 1450
split_gain=117.531 95.6907 88.3578 69.8242 58.7542 58.4996 57.4336 66.0635 55.6671 51.2245 51.0409 47.4938 46.7738 51.5578 44.5545 42.9799 51.0976 42.8553 55.3159 42.8427 41.8635 41.8465 47.4834 41.3051 40.6801 41.3053 40.6205 39.0367 37.5281 36.7533
threshold=1.0000000180025095e-35 1.6744786423712141 1.0000000180025095e-35 0.62821384419828064 1.4892968121444323 1.0000000180025095e-35 -0.93049901949950853 0.44359160413691395 1.0000000180025095e-35 0.58104764358843186 1.0000000180025095e-35 2.9627295243953253 0.61047007421192445 1.0000000180025095e-35 0.3667834300241784 -1.0627241715616391 -0.29258408639884992 -0.89074317784588486 4.9249071153624486 1.0000000180025095e-35 1.0000000180025095e-35 -0.87473648844905705 0.9594655836162902 -1.2811150420666217 1.0000000180025095e-35 0.14368980001677203 0.15200060804570162 1.0000000180025095e-35 1.5815791658356655 5.5426090097491345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 27 11 -4 8 -8 23 20 15 13 -9 19 -1 24 -16 -19 28 29 -18 -23 -7 25 -17 -10 -3 -12 -2
right_child=10 4 6 -5 -6 9 7 12 26 -11 14 -13 -14 -15 17 16 21 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028816290073940311 -0.0010913708855873048 -0.00088945509001676253 -0.00059577687268429593 -0.00025637027108358821 0.00093925786459593389 -0.00039630731571258068 -0.0006570933869183953 -0.00044857218535845921 0.00021466494476516892 -0.00074978957953443514 -0.00061754647555530299 0.0011448720399938658 0.00098314347829471125 0.00047898767609229299 0.0011652478683857445 1.7196934570686759e-05 0.00075050496071702637 -0.00012592988288648722 0.008081481583062532 0.00012905798179106953 -0.00044287410400700153 -0.00010981832556252415 0.00041262094434812437 0.00011631831996691887 0.00070906070608706432 0.00058797003438044418 -0.0004677399427406631 -0.00029816977414003277 0.00062405303132425771 0.0048144213606961684
leaf_count=9371 16739 17791 22171 30429 1495 11708 18248 6504 11370 6049 23259 2322 3109 6155 2020 15549 3737 6397 32 6613 18266 33474 10342 31442 13639 9977 8115 14157 1404 47
internal_value=0 -0.0207759 -0.00835461 0.0156773 -0.150178 0.0344133 -0.0760412 -0.0370793 -0.093089 -0.0273739 -0.126311 0.0627918 0.0769691 0.0143885 -0.0737898 0.0554346 0.0689891 0.0689429 -0.0204953 -0.114998 -0.20208 0.0239822 0.00561225 -0.00281935 0.124795 0.0744524 -0.016658 -0.176181 -0.162355 -0.31836
internal_count=361931 287154 253711 178039 33443 147610 75672 53501 37733 49199 74777 98411 15768 12659 39725 96089 86718 8449 6429 31276 35052 47553 43816 43150 39165 25526 19485 31948 24663 16786
shrinkage=0.00331701


Tree=844
num_leaves=31
num_cat=0
split_feature=888 785 728 784 1022 1016 713 921 727 795 487 43 981 1022 570 689 1292 864 551 1291 21 990 766 911 588 630 1002 391 388 119
split_gain=115.718 106.064 91.4041 81.0844 69.5305 105.824 68.9376 68.1727 59.4712 58.2016 56.828 54.1464 50.5826 50.2524 49.7499 54.5522 48.6151 46.9351 50.3594 46.8134 44.4132 43.7837 46.7774 43.4166 49.821 42.0796 41.3849 41.2052 45.6208 40.9308
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -1.5722412400100421 1.0000000180025095e-35 1.2575391871604671 2.2744972866152193 1.8384478631420207 0.67527595557081987 -0.4998781572545779 -0.4288425582216272 1.0000000180025095e-35 0.72275257928592751 0.70075070563467123 1.1335042337638954 1.189441983669046 1.0000000180025095e-35 -1.695011218147956 0.91993200257387853 0.71188872395471614 -1.0264383353882212 0.69854289147193727 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 19 -1 -5 -9 10 17 14 -11 16 -4 -16 -8 18 29 25 -2 -17 -23 24 -20 -3 -10 28 -27 -6
right_child=20 2 11 7 9 -7 13 8 26 12 -12 -13 -14 -15 15 21 -18 -19 23 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00069921161132971324 -0.00054358566940402805 0.00023320918878708491 -4.2264370121182055e-05 8.7843087588254038e-05 -9.3566587127958263e-05 -5.776927617899979e-05 -2.7818751151813164e-05 -0.00054549428439890036 0.0012205275239804321 -0.00032853021111624038 -0.00049760387648813771 -0.0013553135743945494 0.00076010275710429313 0.0010194369209412595 -8.2106239418739828e-05 -0.00088157895213238871 0.00059071379464981164 -0.00019145028792403836 0.00057413370602220912 -0.0013966575821910273 0.00019492989612298776 0.0030294575580457278 -0.00040247575491085964 -0.00019067280027245672 0.0017342594597592356 -0.00025405882854577212 -0.00022795799688647722 -0.0010410902345151267 -0.001253228283115944 0.00032472513362287952
leaf_count=2683 42278 3507 28481 30352 17160 39639 9833 1140 4863 23976 6393 3550 1575 4572 16674 15990 9484 11559 5944 4688 3920 154 21817 1880 1704 14588 857 9760 3320 19590
internal_value=0 -0.0238497 -0.0369722 -0.0139175 -0.0352028 -0.0887499 0.101167 0.0733413 0.253904 0.00179607 0.0347238 -0.104732 -0.0833678 0.134784 -0.0942087 -0.137272 0.090753 0.0536739 0.0829106 -0.194894 -0.154278 -0.190187 -0.123199 0.21218 0.278833 -0.164343 0.335167 -0.198452 -0.136181 0.0473267
internal_count=361931 315733 289161 202495 165283 75502 26572 37212 6860 89781 64230 86666 25551 23889 83116 54635 19317 57837 46278 35863 46198 37961 21971 9528 7648 31175 5720 27668 17908 36750
shrinkage=0.00300432


Tree=845
num_leaves=31
num_cat=0
split_feature=785 728 1362 852 616 712 65 784 727 539 595 1298 1292 119 322 848 21 694 647 590 583 491 909 519 50 519 712 1092 1112 457
split_gain=276.203 228.236 156.616 125.646 104.243 104.067 94.7029 91.8013 90.9335 132.712 85.2973 71.4274 82.8981 62.1362 60.8806 58.1357 62.2999 57.4853 57.0295 150.545 55.7975 52.092 49.0173 48.9177 48.5236 48.5155 65.3729 57.1437 47.9948 47.7882
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0087403405179345 -0.22706799479215015 0.57091520978742472 -0.63779424894106762 1.3605314985471562 0.9594655836162902 1.0000000180025095e-35 0.6695026854463163 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4725277493311824 -0.80540838421665562 -3.9164670491403295 1.2615335103024639 -0.87782724458594241 0.58895901036483078 -0.55326332990463356 -0.26757930057025486 1.1137254331814999 2.1420547332082829 1.4829784501753427 2.1420547332082829 1.0000000180025095e-35 2.3042309584921359 2.0392883953790566 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 8 6 -1 7 25 17 13 14 12 -7 -10 15 28 -17 -2 19 -18 -19 -4 -15 -11 -20 29 -27 -28 -3 -5
right_child=1 10 21 4 -6 11 -8 -9 9 23 -12 -13 -14 22 -16 16 18 20 24 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0001852203181389096 9.0216922832652896e-05 -3.2107295538194695e-05 -0.00022332159678940231 1.4298773719463716e-05 -0.0001137251458386217 -9.1440695534017254e-05 -9.6630115631180928e-05 0.00012879284483161663 -0.00024178478014689526 -3.4751132206907158e-05 -0.00025207254333435862 0.00017816181972242284 0.00014652680603337987 -8.7081526062432753e-05 -0.00028173171900760174 0.00070701692811003173 -0.00013944618929544574 7.3879565485209821e-05 -0.00016110937173065756 0.00052750335009391493 -0.00014208200512416493 -9.4436035463899777e-05 -0.00030403240954847031 0.00018687176540060999 -7.7889958072577799e-07 -0.00020325157309066845 0.000257225455666216 -0.00017088669624430226 0.00035930570817942859 -0.000103937366061969
leaf_count=3225 9291 11633 16105 53896 17940 6139 16327 16634 18491 10585 20323 14167 6028 20229 7036 164 3113 4364 51061 966 8836 19260 2687 2362 4929 974 4094 687 710 9675
internal_value=0 -0.0964063 -0.0622484 -0.0405663 0.000357928 0.111047 0.0239723 0.0486498 -0.110645 -0.159641 -0.194707 0.150691 0.0377369 -0.227701 -0.163958 -0.145965 -0.176598 0.00425818 -0.181382 0.0667118 -0.093273 -0.205441 -0.158637 0.0125596 -0.202061 0.0152348 0.184005 0.274292 -0.00656569 -0.00204113
internal_count=361931 332372 232437 197072 120227 29559 102287 85960 76845 54354 99935 26334 12167 41407 79612 72576 60233 22491 60069 4079 13200 35365 22916 12947 55990 69326 5755 4781 12343 63571
shrinkage=0.000714163


Tree=846
num_leaves=31
num_cat=0
split_feature=1431 529 1216 1457 616 50 56 888 699 556 903 1469 45 1116 755 194 1470 792 671 767 655 727 734 609 136 150 651 1452 1463 1452
split_gain=113.037 83.2043 76.1935 73.5647 70.0062 62.4188 98.5312 58.768 53.3468 52.7283 46.431 45.9449 45.3253 44.9025 44.0431 43.8752 45.9488 43.4692 87.2733 68.2023 46.987 44.9425 55.2032 54.9597 42.926 41.1185 40.0393 39.5938 62.7558 58.1591
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2180895490156352 0.57091520978742472 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1242029983858679 -0.18903806362659886 -0.37123501587993463 2.1159972835572542 -0.4851739300165801 2.8395370799469446 0.89810127471441203 0.58307762070518543 -1.1298860701531226 1.0000000180025095e-35 0.66766422009387627 -1.268980754992016 -0.53669278926833386 -1.1275738623161491 1.968508212070009 1.6285028476148826 0.81262011345772867 -0.55893938175110047 1.1107569744011787 -0.51544042299199566 -0.33016457718389008 -0.38490958654951546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 5 6 12 15 11 25 -4 17 26 -6 -11 16 24 19 21 -7 -20 -19 -23 -24 -2 -3 -1 28 -5 -29
right_child=1 9 10 27 13 8 -8 -9 -10 14 -12 -13 -14 -15 -16 -17 -18 18 20 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00081761648933910533 8.4977752458656591e-05 -0.00054667831566590063 -1.8474221684655729e-05 0.00017322340745952274 -0.00037215427001877457 -0.00039380094978773639 8.1128972578542563e-05 -0.00061435515873377083 -0.00028411667705058677 -0.00049928482087492675 -0.00044263280049278381 -0.00060899314611244663 -0.00017502406273873719 0.0017063217221721918 -0.0011047185528269363 0.00016542257718938039 -0.0002307466107075512 0.00093742315421539517 0.00045022397372232437 0.00050731872528501064 -0.00040124265835850568 0.00012749195499421961 0.0014978826638518484 -0.0016342225255152069 0.0013763277706258167 -1.1459476500210803e-05 0.00040432696204893692 -0.0015618858482592704 0.0013503106000289833 0.00028568995148583711
leaf_count=13388 5374 11513 17919 2847 23035 3473 34818 10811 8606 18409 25431 2249 15711 361 10222 17218 52290 2869 2482 22772 11061 19496 1478 187 925 12796 1001 636 2752 9801
internal_value=0 -0.089706 -0.00706216 0.0111706 -0.003182 0.0136002 -0.0386066 -0.0490472 0.0526972 -0.169328 -0.0969683 0.072116 -0.148579 -0.122808 -0.24667 -0.0295018 -0.061221 0.0820928 0.0381466 0.147796 -0.0918524 0.112566 0.0787896 0.423973 0.11068 -0.0908554 -0.255686 0.143805 0.281718 0.0677223
internal_count=361931 139558 222373 179023 162987 139591 64918 86618 74673 52940 43350 66067 30100 23396 28631 75807 58589 63818 37573 26245 13543 24030 21161 1665 6299 24309 14389 16036 5599 10437
shrinkage=0.0027211


Tree=847
num_leaves=31
num_cat=0
split_feature=1426 1423 1223 1160 21 683 890 816 795 705 1304 671 1466 1454 1454 1452 1452 1467 73 869 1459 1459 1452 797 1463 1452 1458 1449 1469 201
split_gain=109.565 89.4896 87.7024 114.441 76.0277 79.4418 73.5283 62.9803 68.3295 61.857 60.1579 54.4558 52.0958 68.2681 64.7349 53.251 63.7841 55.7033 51.9237 51.7027 51.6598 61.3085 71.9059 51.3738 48.8991 46.9729 50.2927 46.8917 45.1233 48.0888
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 -1.3831318875547542 -1.0182342416987082 -0.92870374882376117 -0.29258408639884992 1.215584911221339 -1.2519738572323926 2.6425086185778714 0.27725162624946764 -0.80169152520006459 -0.58754815837321106 -0.16682302883424749 -0.26957179898390798 2.7970633290015203 -0.26411110905864721 -0.57653763495970078 0.71505107648705846 1.0192746578228029 -0.46670945605559616 0.63961785378869596 0.6457295741645136 -0.049547816776096786 -0.50381089926024936 -0.40251401219939392 -1.1847055095685743 -0.35680864956703257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 12 -6 -2 -7 9 -9 -5 19 13 -1 27 16 20 28 -4 -10 -15 -22 -23 -21 -18 -16 -27 -14 -17 -30
right_child=2 -3 18 10 5 7 -8 8 11 -11 -12 -13 14 15 25 17 24 -19 -20 23 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00059282291298328783 -0.0015441608549942266 -0.00029118749896891994 6.9053026074031569e-05 -0.00072862976391368324 -0.00042656868571067861 -0.00040449990724768453 -0.00061564889064532084 0.00014741139833822613 0.00028982176936515855 0.00075327873506785426 -5.7771886942215256e-05 -0.0010334033136654476 0.00054375772157095595 0.00015468598204074527 -7.5950949357275725e-05 0.00072031895096558694 0.0011287431370672583 0.0020154409823250072 -0.00027343829789240403 1.7693127066910465e-05 0.0026201088714963212 -0.00062563201581894098 0.0020048078063865898 -0.00039979346696178647 0.0038480786366252859 0.0018842933667851051 0.00044989714951785946 0.0023591082861994885 -0.00074355354387794278 0.00019175094376155973
leaf_count=4795 9534 44109 33700 8759 19540 12413 21809 43435 12983 6878 24252 1833 1040 8165 4066 1631 936 413 37387 29854 679 844 585 16960 281 1109 3411 1207 5274 4049
internal_value=0 -0.00636384 -0.0883213 -0.156466 0.0133077 -0.00886197 -0.281105 0.00906363 0.0240039 0.0816834 -0.0710346 -0.0228942 0.100876 0.0476946 0.224691 0.095673 0.200594 -0.0131447 -0.0367177 -0.0114698 0.142274 0.421961 0.179825 -0.0451564 0.66118 0.143221 0.287745 0.558943 -0.0467002 -0.115176
internal_count=361931 226490 135441 64354 182381 143896 31343 124356 111943 50313 33011 61630 38485 27652 10833 22857 11490 11367 71087 59797 10273 2108 1429 46814 1217 8586 4520 2247 10954 9323
shrinkage=0.00283103


Tree=848
num_leaves=31
num_cat=0
split_feature=198 785 652 1221 728 332 464 590 647 647 729 540 395 803 677 578 1464 834 1423 140 423 791 1461 890 69 21 1262 706 21 905
split_gain=108.09 94.6513 89.4896 80.7537 63.778 63.4397 114.06 51.1369 136.226 85.1866 60.0827 50.3372 50.2356 47.6546 46.2835 46.1583 43.2048 45.4725 42.2231 41.6065 41.4916 41.4739 40.407 40.2657 38.9607 38.3648 37.3069 36.2475 34.7253 34.0765
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.55024281929118113 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.58895901036483078 -0.87782724458594241 -0.87782724458594241 0.75637635299260908 0.99026637822014563 1.0000000180025095e-35 0.85523949479533445 1.0000000180025095e-35 -0.87905496296652397 -0.6087505665239058 0.54830590487173059 1.0000000180025095e-35 -0.17605218479696036 0.2014999529365322 1.0000000180025095e-35 3.9993613276323443 -1.3230736206490437 0.32684609254273977 0.62211875780133752 1.1582123875537496 0.83831560829142926 -1.6471741456694959 0.090742149429115501
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 5 -1 6 19 9 27 28 13 18 14 21 -2 -6 17 -17 20 -4 -7 -11 24 -23 -5 -16 -12 -9 -3 -18
right_child=12 2 3 22 15 11 -8 8 -10 10 26 -13 -14 -15 25 16 29 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00052069304263754543 -0.00098616427099245231 0.0019433489126239748 -0.00085527639340484036 -0.00046893621239212443 0.00093816043914858734 0.00012253520365090303 -3.8278844480963052e-05 0.00086189029873268825 2.6834494601589842e-05 -5.6508748136942461e-05 -0.00010501594468207109 0.00030768071761844883 -0.00018779774274873498 0.00047996292549739629 -0.00055864054732255881 0.00017687368094375028 0.00020665651608821201 -0.00072856792127275443 -0.0003468891262907833 -0.00034111436912700137 -0.00020248837928220015 -0.00017438231761217812 0.0010088925917222757 0.00056266253723538521 -0.00012869107052030106 0.0002138637437489613 -0.00094507563377687611 0.0020025049173484949 -0.00039891353532717265 0.00076294825136352272
leaf_count=2867 10652 183 14491 36994 3104 33296 35400 3059 11593 21104 16551 11780 24945 11036 10236 5995 6880 2019 13294 15249 17408 3493 574 7330 16226 2470 2349 944 15074 5335
internal_value=0 -0.0191791 -0.0316261 -0.0598638 0.0999377 -0.032361 -0.0903641 0.0232038 0.132315 -0.000649221 0.035484 0.00655188 -0.141394 0.0761677 -0.233686 0.134327 0.098749 -0.0188246 -0.0192798 -0.224877 0.00657929 0.0326082 -0.136825 0.14156 -0.144301 -0.148452 -0.0787454 0.450039 -0.146869 0.176482
internal_count=361931 313628 287428 194712 26200 140918 65140 92716 15596 77120 61863 75778 48303 42963 23358 23333 20229 8014 63998 29740 50704 31927 53794 10823 53220 12706 18900 4003 15257 12215
shrinkage=0.00251388


Tree=849
num_leaves=31
num_cat=0
split_feature=785 728 1100 125 395 712 703 388 1079 519 723 588 715 938 651 126 647 590 578 372 617 727 1323 930 828 1292 1367 869 1080 1450
split_gain=278.678 240.356 150.231 125.74 153.457 97.9214 83.2881 79.9606 78.084 73.7103 88.0915 79.7218 70.9146 94.6854 69.1301 65.6605 65.2586 149.467 64.8163 57.9218 57.6268 57.4286 57.414 65.9293 56.0366 58.9865 70.2952 55.1766 54.3256 54.2619
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -1.5610358635380586 1.0000000180025095e-35 1.9634214862007473 2.1420547332082829 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.87905496296652397 -0.89164644713046382 1.6614250791469047 1.0000000180025095e-35 2.8425200577949936 1.0000000180025095e-35 -1.0536780337889886 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2092738772757108 0.94329148222322312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 20 -1 -5 16 9 12 -11 19 14 15 22 28 17 -3 -7 -12 21 -2 23 -8 -20 26 -26 -18 -14 -23
right_child=1 7 -4 6 -6 18 8 -9 -10 10 11 -13 13 -15 -16 -17 27 -19 24 -21 -22 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00018038793295726933 -2.1025088337311522e-05 -0.00011527247557960584 -0.00016205010056646261 -0.00018630762730947775 -2.0124154836327918e-05 0.00031084285761070259 0.00020120845914838159 -0.00025581593299136017 0.00017689121816160801 -0.00014310230840792034 0.00038879465994854257 0.00039743129003916511 -6.8915628271445746e-05 -0.00012402039736751785 -0.00017150104949577533 5.8145638929338114e-05 -0.00010206729160878562 0.00050659687872524329 -0.00018158082864228311 4.4266892663113254e-05 -0.00036956825408473374 -0.00021256221773251574 0.00067691458127179115 5.0061193626259886e-06 -0.00010761033429865908 0.00018953059952875068 0.00013719794821544223 -0.00020463019926400913 0.00023965282286849958 2.4373293703703622e-05
leaf_count=3225 8433 3918 31093 5766 46632 3439 7015 20295 5789 2620 1167 2283 25240 21289 2448 21574 48492 1190 1661 6967 5665 24512 341 9179 4727 10402 6105 26040 1261 3163
internal_value=0 -0.0904913 -0.0553378 -0.0369346 -0.102526 0.11836 0.0056091 -0.191661 0.017496 0.00394364 0.139964 0.217216 -0.0180771 -0.048209 0.0930402 -0.000336381 -0.161601 0.0766447 0.156788 0.127027 -0.217266 -0.188013 0.140284 0.121392 0.117932 0.145786 0.0411163 -0.180414 -0.0706995 -0.244482
internal_count=361931 332372 232437 201344 88405 29559 112939 99935 107173 101384 13037 10417 88347 69364 18983 48075 79640 5108 26334 8134 41773 36108 16535 16194 22895 21234 10832 74532 26501 27675
shrinkage=0.000743015


Tree=850
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 62 785 194 734 388 1434 857 60 73 728 789 815 1423 623 945 1438 519 382 728 545 1368 117 294 1085 89 579 654
split_gain=107.736 216.744 167.811 84.3817 74.7516 74.3155 67.562 63.1211 58.2609 58.5682 58.2373 53.3528 51.641 48.654 46.1958 46.0926 45.6142 45.2735 45.194 43.4637 47.9918 57.6895 43.2315 43.1578 42.2265 41.8837 41.5622 40.0458 39.8543 38.1776
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -1.2811150420666217 -0.86283290253235112 0.58307762070518543 3.0820683777490774 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1801114503488062 -1.3163276726681863 1.1248358748350926 1.0000000180025095e-35 2.2885552421444864 1.9538269969423816 1.9181452473571214 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -0.90320472132347296 1.0000000180025095e-35 1.4015214112945762 1.8421106730875214 0.36828056311239343 1.0000000180025095e-35 -0.79801254064409199 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 12 -5 10 7 11 9 -4 15 13 28 16 -10 22 19 -14 -1 24 21 -21 -3 -12 25 27 -7 -6 -2 -15
right_child=3 5 8 4 6 26 -8 -9 14 -11 23 -13 17 29 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012052710895120503 -0.00012334872923216197 -0.00033477798629727077 -0.00061248946863543072 0.00053498170059561778 0.00053215597837537277 0.00036371648640094576 0.001195370374678244 -0.0003041139302727197 -0.00061730508483883752 -0.0011962559281375304 -0.00086666388234492319 -0.00037439616001401325 -0.00033414878826086992 0.00016561293116172985 3.936740656632583e-05 -0.0011300313950795792 0.00078356959538813595 -0.0016021495383247417 -3.9351384526152208e-05 -0.0011352554524664839 8.1806845340575327e-05 0.0014983894644642285 7.6725527764698976e-05 0.00094059383206059164 -0.00056772797777149221 -0.00020281831303897431 -0.00040778486346080921 0.00011732689790109069 0.00077047939795541658 -0.00052636863086046211
leaf_count=2133 7397 19413 24964 12676 11401 20213 1756 26539 18366 20462 8744 10518 35816 5487 6655 2316 4312 1658 2137 351 2738 2449 34931 587 3964 13615 3185 46405 3127 7616
internal_value=0 -0.0775779 -0.18318 0.000818153 0.0242839 -0.00970817 0.00945659 0.00363918 -0.220415 -0.279922 -0.0513066 0.0240725 -0.0854084 0.0386263 -0.129577 -0.026868 0.056808 -0.127573 0.197719 0.0453321 0.21341 0.394928 -0.0152732 -0.236238 0.0313131 0.0425719 0.0873334 0.0660615 0.0518741 -0.0805385
internal_count=361931 164106 74717 197825 149827 89389 137151 135395 70447 45426 65991 108856 47998 98338 25021 56660 85235 37474 4270 80923 5538 2800 54344 9331 75385 71421 23398 57806 10524 13103
shrinkage=0.00300432


Tree=851
num_leaves=31
num_cat=0
split_feature=785 728 871 203 544 852 1431 595 1469 322 848 21 487 921 647 590 723 1436 1361 1154 953 1454 1112 50 559 1375 405 651 125 557
split_gain=266.949 214.277 141.327 111.256 94.6091 94.5707 86.5497 72.9409 68.752 58.8765 55.4978 56.4886 55.4829 55.0905 54.7994 135.638 52.0692 51.7335 99.1148 49.5023 66.1961 48.2464 46.3573 45.9168 45.1852 45.0815 45.0232 44.7244 44.433 46.7666
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3520813746060025 1.0000000180025095e-35 1.0747610123934368 1.0099929608726099 1.0000000180025095e-35 -1.0588145806293296 1.4725277493311824 -0.80540838421665562 -3.9164670491403295 1.6304501485392697 1.0525743831388839 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.1116885815925501 2.0392883953790566 1.4829784501753427 2.0145347610081275 -0.27377523386692942 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.2851109509259637
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 19 6 8 9 -2 10 22 -12 -4 25 15 -13 -15 18 -10 20 -1 -20 -3 -16 27 -7 -8 -19 29 -5
right_child=1 7 12 28 -6 13 26 -9 17 -11 11 14 -14 16 23 -17 -18 24 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.7567097563333734e-05 7.5965007049639432e-05 -3.6206429358945667e-05 -0.00012602319475450867 -0.00022599665572604034 -6.3182724527163206e-05 9.7263942317205989e-05 -0.00011388102332605379 -0.00027136041711588128 -0.00018809312601162278 -0.00031292569039086332 0.00076688417171408383 -0.00014883814690038011 -0.00038359479900234753 -0.00012110675633035517 -0.00017821479502547433 0.00056439872886879065 0.00032588381185636264 4.7088698942022132e-05 -2.1928231005051314e-05 0.00023173718678562373 0.00019164263759983822 0.00063075026918125727 0.00039788031135810865 -2.2839203661340419e-06 -0.00026245978147651771 -9.4391687429273795e-05 -0.00040170882944097133 -5.1039040928148901e-05 -7.2991293285475475e-05 0.00059098495904688056
leaf_count=5337 18140 11633 42431 15633 8361 11407 16070 20323 18854 7036 164 3113 3878 823 51061 966 3638 31484 22983 9876 5985 252 710 4929 1986 4740 2391 19828 17665 234
internal_value=0 -0.0942004 -0.0610282 -0.0370566 0.110404 -0.0153004 -0.0365241 -0.18983 -0.0165259 -0.161418 -0.14369 -0.173729 -0.178586 0.110625 -0.178247 0.065609 0.304633 -0.0398467 -0.0985403 0.181507 0.0907683 -0.0164061 -0.00717863 -0.198586 0.000305996 0.0549872 -0.179446 0.0109187 -0.159817 -0.262411
internal_count=361931 332372 232437 186128 29559 152596 131988 99935 113527 79612 72576 60233 46309 20608 60069 4079 4461 95387 42089 21198 11322 23235 12343 55990 53298 16147 18461 51312 33532 15867
shrinkage=0.000804263


Tree=852
num_leaves=31
num_cat=0
split_feature=50 56 1470 1145 1371 703 43 785 21 747 323 1311 754 1454 651 133 803 1458 1314 728 641 278 1036 1450 1244 910 148 21 984 73
split_gain=107.306 175.506 74.4859 72.7558 62.9238 62.4043 62.6486 55.914 66.2094 58.1531 55.6521 52.4767 52.0013 53.1305 51.5212 50.8311 50.7168 48.9391 48.8636 48.1118 43.3262 47.3714 40.9419 39.1282 38.83 38.7379 38.5574 36.9327 36.7493 36.5398
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.0000000180025095e-35 1.0000000180025095e-35 -1.6015642574650035 1.0000000180025095e-35 -0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 0.52426357255304767 2.840219774690576 1.0000000180025095e-35 -0.2363894608792538 1.1107569744011787 1.0000000180025095e-35 1.9682860324222273 1.8460070869938618 -0.82548413891789607 -0.49008176997875957 -0.60598904881609839 -1.4128374904562462 -0.27642201460151267 4.1029843513846318 -0.05304871444357475 0.67909569382761958 -1.0974753975852918 -3.2545899522946695 -0.51277415137617965 -1.3482357358817489
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 7 12 -3 15 19 10 -10 28 -6 13 -5 18 17 20 24 23 -2 -11 -22 -20 -4 -7 26 -1 -24 -9 -15
right_child=3 5 14 4 11 6 -8 8 9 16 -12 -13 -14 29 -16 -17 -18 -19 22 -21 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015971414398411588 -0.00066224007594843247 -0.00083784318081177214 -0.0010591529382224072 -0.0001809073793324 -0.00066462265755076028 -6.7250845313884464e-05 -0.0003511297121022019 0.00039708493003809512 -0.00020747104792395509 0.00027304961053969495 0.00072296853209699444 0.0024103724079937885 -0.00043466846997304397 0.0017779518045990376 -1.1737971235650862e-05 -0.00029724356563015381 0.00074882444407393912 0.00080520366664794756 -0.00031647585959623657 0.00057914595716061334 -0.0014924033280093773 -3.9481391881168449e-05 0.0022841536623231999 0.0033456462889606786 0.00022377786542945838 0.0011880547751341394 -0.00024876335383779445 -0.00072150637258450623 -4.9787972493954163e-05 0.00016669606130352872
leaf_count=358 1003 3889 12851 25553 10017 28445 17678 9948 36802 14727 6512 191 12012 421 5936 12110 2738 2525 24262 9258 865 33299 93 69 25810 899 3310 26314 13921 20115
internal_value=0 -0.0773379 -0.178005 0.00110149 -0.0588145 -0.018769 -0.00800178 0.0299337 0.0166976 -0.0117873 0.105728 -0.234106 -0.0325791 -0.000671297 -0.203946 0.0187208 0.0307459 0.0437867 -0.229884 0.178503 0.0148943 -0.0260802 -0.196772 -0.397272 0.0295242 0.084252 -0.0194413 -0.272609 0.0558247 0.0780979
internal_count=361931 164549 74092 197382 68309 90457 86568 129073 118812 88431 30381 10208 58101 46089 69525 68890 51629 56780 63589 10261 48891 34164 50669 12920 54255 4567 3668 26407 23869 20536
shrinkage=0.00256415


Tree=853
num_leaves=31
num_cat=0
split_feature=184 1442 561 1465 1237 859 906 789 809 425 1467 1467 1430 669 471 705 3 1431 1458 1051 1258 202 215 843 1461 1387 1445 845 1458 1452
split_gain=105.121 77.1333 73.3262 67.6786 64.8031 63.2505 56.5319 52.0166 51.1921 48.1232 46.5364 55.5802 46.0622 45.8816 46.8241 45.3928 51.9405 45.3668 45.1631 45.1115 47.8318 45.2727 55.3934 44.898 44.0053 42.3635 42.2481 41.6613 40.168 41.6717
threshold=1.0000000180025095e-35 -1.2625182715263061 0.55894040826437752 3.116712650924125 0.5723095224056084 -0.54135187694831066 -0.96567040162298634 1.1248358748350926 1.0000000180025095e-35 -1.0005467311534126 -0.44899544734167229 -0.3295993541954565 0.54622893720785959 3.5848725730164062 2.9395468797111257 1.3612027609086828 -0.25460874904254233 1.8641952677858011 -0.24405659694353735 3.3097721730075098 -1.0296931121198556 0.56345046278266753 2.2116149279191819 2.539957888746601 2.2827216037929685 2.3204919718181478 -0.68639091397834817 2.756262981401429 1.9740088896168135 1.1844650239005572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 6 4 5 7 27 13 -2 -8 -5 -12 19 14 15 16 -1 23 -6 21 -21 -11 25 28 -10 -23 -18 -3 29 -7
right_child=1 2 -4 10 18 17 9 -9 24 12 11 -13 -14 -15 -16 -17 26 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.0334039141160935e-05 -0.00092680677018487471 0.00031815862961970281 -0.00048625648043465507 0.0014682546397372215 -0.00059571291761752556 -4.5217534768837107e-05 -0.00056734180202613535 -0.00034462736483550861 -0.0004111621193841256 -8.3665903374880116e-05 -0.0048849974792876585 0.0003494614021837877 0.00028737851477869013 -0.0016633760874302248 -0.0013863720523499246 0.00097025123766414031 0.00058539574703709305 -0.00069069017098615762 -5.6626487351975226e-05 0.0054005573490935833 -0.00023690818764313546 -0.00087296388373512006 0.0023318216439864093 0.001140469943138452 0.0011236875732958144 0.0028918984042964327 0.00013103631145285738 0.0030250352860430423 0.00049223728952329279 -0.00050734817614744474
leaf_count=19565 16352 10451 25931 1844 15702 109497 10862 6501 18758 33144 75 2028 11643 567 663 3355 16615 5906 14206 101 138 7539 238 1146 822 137 14754 228 4509 8654
internal_value=0 -0.0828429 -0.053102 -0.00222259 -0.00763921 0.00596641 -0.0189884 0.0609196 -0.188224 -0.044919 0.262632 0.053943 -0.0188977 0.0820367 0.087769 0.0946041 0.0786516 -0.0222185 -0.110667 -0.0560489 0.8703 -0.0620826 -0.229728 -0.0143011 -0.11348 -0.270158 0.13011 0.129196 -0.0185983 -0.0269988
internal_count=361931 136344 100412 225587 221640 191732 74481 62020 35932 63802 3947 2103 52940 55519 54952 54289 50934 129712 29908 41297 239 41058 7914 123806 19580 7676 31369 10679 122660 118151
shrinkage=0.00294541


Tree=854
num_leaves=31
num_cat=0
split_feature=51 181 1469 21 815 878 1028 740 1470 1436 846 1246 1452 1467 795 1302 1097 69 1430 1049 652 1169 792 21 1452 1458 1452 963 1315 1449
split_gain=103.771 84.1213 85.4381 91.433 95.1887 161.843 77.4591 75.5875 70.5366 74.4339 63.3048 51.3848 50.9302 54.8866 48.2072 47.5713 47.407 47.3444 47.0641 46.6936 46.1186 54.656 45.0318 44.4964 67.4511 56.4704 47.1059 45.7759 44.0262 43.7028
threshold=1.0111847875080273 2.2660174815480416 -1.0470123060412753 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 1.6535846841559774 -0.30201883572949845 1.0000000180025095e-35 -0.48273133918595618 0.30763568297588462 1.6938994404115706 4.1209713034531967 -0.29258408639884992 1.0000000180025095e-35 -1.2571877020351898 -0.73813648309416047 1.0000000180025095e-35 -0.82799103541477248 -0.98896428961744431 0.18848160436186537 1.0000000180025095e-35 -0.13431221002227373 0.85148356494928035 0.33493849984939089 1.1180481986751956 1.0000000180025095e-35 0.34233094400901121 0.84872594346425301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 -4 5 6 28 10 -8 18 11 -6 13 16 20 19 -7 -18 -10 -2 -12 -22 -9 24 27 26 -26 -1 -5 -15
right_child=15 -3 3 4 7 12 8 22 9 -11 14 -13 -14 29 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00015339766192142958 -0.00068343137536353677 -0.00059007224339873202 0.0024013154295337269 -0.00071397988989979979 0.00037294004451883858 -0.00032803545234500375 -0.00010650889916673056 7.5424901142281945e-05 -0.001219919074651444 -0.00013874424530369527 0.00059684869898935769 -6.646111651924007e-05 -0.00077567266386967292 -4.3005347010234863e-05 -0.0001581003014107551 -0.00084985121366500647 -0.00028846360558571502 0.00018341554639437073 -0.00041113105254623962 -0.0001709408259177541 0.00019069792235866984 -0.00031351920620835888 -0.00078021441787972626 1.887213482203267e-05 0.0025057862107761364 0.00034736898960324486 0.00097189171752591174 0.00043754778323964891 -0.0016926428403669913 0.0035054002606132698
leaf_count=7578 10242 12447 393 8427 29344 13964 19960 2925 11127 6787 5275 12712 2804 184 42602 8092 9363 35851 4209 36650 22460 11082 5453 20400 823 2895 2018 9892 5754 218
internal_value=0 -0.0135569 -0.00704624 -0.0237342 -0.0256971 -0.076403 -0.182409 0.0116142 -0.139535 -0.238708 0.0252249 0.0923922 -0.00482075 0.0091696 -0.00960132 -0.125854 0.00301393 0.034278 -0.350133 -0.0998222 0.0448649 0.0145301 -0.179986 0.0778065 0.141246 0.332476 0.537246 0.0737727 -0.392559 0.743789
internal_count=361931 306947 294500 250894 250501 118648 56264 131853 42083 22123 123475 42056 62384 59580 81419 54984 59178 45214 15336 46892 38817 33542 8378 43606 23206 5736 2841 17470 14181 402
shrinkage=0.00266775


Tree=855
num_leaves=31
num_cat=0
split_feature=785 181 728 852 544 784 921 539 727 561 934 470 263 689 694 188 728 716 1154 953 1066 1469 50 67 497 1381 902 660 21 978
split_gain=279.846 212.507 163.717 118.971 97.6469 87.9129 85.1281 67.8123 105.399 67.339 65.2417 62.9753 61.7032 55.8783 55.8531 54.1596 56.2159 52.2755 51.5155 64.5647 47.8881 43.7875 43.9078 44.2358 42.1295 42.1934 42.0907 42.0709 41.5102 39.7771
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 0.6695026854463163 1.0000000180025095e-35 0.55894040826437752 1.0000000180025095e-35 1.0000000180025095e-35 1.6445160113075163 -0.4288425582216272 1.2342127532274445 1.0000000180025095e-35 -0.49008176997875957 0.39849607246918939 1.0000000180025095e-35 1.0000000180025095e-35 -0.54928301346280928 -1.2201123333327371 0.55630078546380823 0.77035905420283102 -0.50504496282864053 0.54572785770615539 3.4436453420943347 -0.72421686037558375 -3.5382515652285238 1.8476456806077526
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 18 9 -7 8 14 20 -10 21 15 -13 -2 16 -3 -8 19 -1 27 -4 23 28 -12 -26 29 -5 -23 -15
right_child=1 12 11 5 -6 6 17 -9 10 -11 24 13 -14 26 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.6367015673827936e-05 0.00013201064708555379 -7.8976514256538406e-05 7.0560070406803396e-05 0.00018061244574005722 -5.5226045732832414e-05 5.1280077221230695e-05 0.00037122602362098456 6.973241007136738e-06 -0.0002567077838705903 -0.00010068565216255716 -0.00021497181653688707 2.5281314287920583e-05 6.7542371399326954e-05 -0.00014443770496495008 -8.0603558333737507e-05 -0.00013440577533111033 -0.00029503734636463663 -0.00014521703861740672 0.00024465746985809401 0.00019983125865183083 -1.9331104801484079e-05 0.00078962558316773997 -9.7549797353322078e-05 -4.9594509732866457e-05 -1.2074628993282392e-05 -0.00024171274202706563 0.0006598508294381073 2.6947653590243645e-05 -0.00029456043531639233 0.00011794623788058655
leaf_count=5337 6268 6183 2063 6510 8361 16429 3752 17898 16079 20649 8332 11184 3060 27228 9585 35688 24889 596 9876 5985 45922 81 8996 3328 12548 3218 175 16311 23595 1805
internal_value=0 -0.0856591 -0.0594978 -0.0274929 0.12381 0.0144178 0.132176 -0.0965317 -0.138033 -0.0147611 -0.200656 -0.151902 -0.206232 -0.094609 0.0130766 -0.223933 -0.308135 0.377075 0.195823 0.103107 0.0149783 -0.229085 -0.251864 -0.31127 -0.130756 -0.068463 -0.148847 0.090962 -0.356824 -0.156445
internal_count=361931 332372 262552 184097 29559 110169 20777 73928 56030 89392 40177 78455 69820 40392 15853 66760 31072 4348 21198 11322 68743 38063 36000 27004 24098 15766 29208 22821 23676 29033
shrinkage=0.000804263


Tree=856
num_leaves=31
num_cat=0
split_feature=785 728 871 203 727 852 1431 319 1469 647 590 846 487 1436 1361 921 723 971 50 578 1454 1465 125 557 630 1375 651 125 195 1031
split_gain=256.849 221.28 140.805 116.13 103.186 97.2218 84.0605 82.1275 71.4679 62.6648 140.056 61.0367 55.792 54.6753 101.302 54.044 53.5678 51.1261 48.3692 48.3489 47.2671 46.8683 45.9209 45.0803 44.8444 44.6073 44.3527 44.28 48.0845 43.269
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3520813746060025 1.0000000180025095e-35 1.0747610123934368 1.0099929608726099 1.0000000180025095e-35 -1.0588145806293296 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.6304501485392697 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.8891902375834092 1.4829784501753427 -0.87905496296652397 4.1116885815925501 -0.51923091368911811 1.0000000180025095e-35 3.2851109509259637 0.23574602101832404 -0.27377523386692942 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 1.3639589500853952
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 19 6 8 9 -2 10 -3 24 -4 14 -10 25 -17 -6 27 -1 -16 -19 23 -5 -11 -7 -15 -13 -29 -8
right_child=1 7 12 22 17 15 29 -9 13 11 -12 18 -14 26 20 16 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00023218793628334655 7.7554634453840061e-05 -0.00011516591825316643 -0.00011803533984925153 -0.0002175099914839569 -0.00010310621803118517 9.8353990318004507e-05 -9.0773031643448434e-05 -0.00026451769283826986 -0.00018072469132055224 -8.9173885336004525e-06 0.00050977212856410882 -0.00022499777443348823 -0.00036660681377895233 3.9695306119258663e-05 -1.9079856327816462e-05 -0.00011851004716122141 0.0003177232046026617 6.8240087266286764e-05 -3.0049101665141126e-06 -5.8838069971049769e-05 0.00060150797516065767 0.00025687983760287942 -6.8381899366557107e-05 0.00055089750451238647 -0.00017648989503169914 -8.5049751668303804e-05 -5.2802548392166754e-05 -0.00019014907360143517 5.0754045887627921e-05 -0.00029478433149539475
leaf_count=1537 18140 3939 42431 15633 1561 11407 13728 20386 18854 15464 1197 36752 3878 32737 22983 823 3638 5040 4238 11014 252 10407 17665 234 8095 4740 20561 6332 3532 4733
internal_value=0 -0.0909381 -0.0572055 -0.0332701 0.109903 -0.0110325 -0.0325584 -0.188172 -0.0128626 -0.157484 0.0756441 -0.176035 -0.174653 -0.0366496 -0.0969833 0.116748 0.309016 0.2163 -0.22331 -0.0280279 -0.0139237 0.253134 -0.15878 -0.263055 -0.0798353 0.0615886 0.00466466 -0.247805 -0.121343 -0.173648
internal_count=361931 332372 232437 186128 29559 152596 131988 99935 113527 79549 5136 74413 46309 95387 42089 20608 4461 17008 50854 12551 23235 15447 33532 15867 23559 16147 53298 46616 9864 18461
shrinkage=0.000773033


Tree=857
num_leaves=31
num_cat=0
split_feature=728 1431 1020 557 961 659 706 484 686 885 852 1238 689 768 785 1457 417 1188 1327 928 540 1285 1325 1469 125 885 1449 1159 606 1470
split_gain=103.034 85.2423 68.9629 67.8471 66.9559 58.7505 54.5521 54.4324 46.3609 44.2659 51.8246 49.1385 45.9414 48.4268 44.8796 41.8224 41.6628 40.8923 48.2377 39.7404 44.5493 38.4431 38.2131 37.8397 37.7933 40.7845 41.4737 37.7776 36.9555 36.7034
threshold=1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 -0.70530571838800626 2.7378363749037904 0.62821384419828064 2.0258146145105322 0.86097350900685499 0.74125683352085103 2.9080136987884808 1.0000000180025095e-35 1.6236383842237581 0.41500081905592562 -0.65491851913259169 2.9970139449733542 1.5723103033889971 2.924606770914282 -1.0109673526320224 -0.14860484281763034 -0.52992354128753727 -0.93049901949950853 2.2712867920001698 -0.68688066482863919 -1.3263328046252252 1.0000000180025095e-35 4.8263866747680533 -0.50336258303018744 2.1832209339875042 2.1543936751333881 -1.2718061674828867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 16 5 7 8 9 27 10 12 19 13 -5 -14 24 29 18 -8 20 -12 23 -3 -2 25 -7 -27 28 -4 -1
right_child=2 22 6 4 -6 15 17 -9 -10 -11 11 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00047580097490082296 0.0022525022062264812 -0.00067763326339194657 -0.00012388994740508022 0.00057626184045942786 -0.00054257061348112097 -0.00057449268312770188 0.0020691159391797217 -0.00014396710684921632 -0.00059086576753730226 -0.00084290789392575205 -0.0006972415526364902 -0.00040024776255584334 -0.00011735777414159421 0.00012289031321790342 0.0013224492228210147 0.00082862003210133664 0.0020665993756687601 0.00013495887564212423 -0.00094507895661885837 0.00032027397357032954 0.00084683509581230144 -0.0016890641005068083 -0.00018555372617355418 -0.0004833510860859831 -1.4996225636109565e-05 0.0065102555939292664 0.00055039555593445425 -0.0011954534852809463 0.00055860858383601061 -0.00026829907840564688
leaf_count=2881 195 12663 37277 13424 8345 12256 1058 21055 14272 1489 775 3201 26341 31628 904 1487 334 3544 342 20288 11881 2161 25084 45173 13905 54 184 1548 3520 44662
internal_value=0 -0.00599034 -0.0922823 0.00945282 0.0288404 0.0375377 -0.0438667 0.0561544 -0.0647962 0.0740593 0.0790677 0.142083 0.0456033 0.0872743 -0.0230801 -0.0518812 -0.0663638 0.183921 0.48945 0.163021 0.251942 -0.168349 -0.110132 -0.154947 -0.0728671 -0.170286 0.659733 -0.0312503 -0.0189178 -0.0722404
internal_count=361931 252841 109090 215094 167217 158872 61561 130986 56617 109931 108442 36145 72297 45052 27245 27886 47877 4944 1400 32944 12656 47529 37747 45368 26399 12494 238 42345 40797 47543
shrinkage=0.00300432


Tree=858
num_leaves=31
num_cat=0
split_feature=50 56 426 188 1470 799 846 62 1091 1357 530 0 1384 726 126 1151 979 1449 705 1325 1469 1458 21 559 693 885 220 76 1460 1184
split_gain=103.355 148.707 75.1073 74.9696 68.2577 63.7906 59.8202 55.5659 53.6771 51.6128 45.9096 53.3771 45.6827 44.9654 44.4591 41.6911 41.5158 39.3935 38.2858 40.4836 38.0891 36.8063 35.6379 35.4051 35.3969 35.2218 34.7903 34.7292 38.1166 37.0276
threshold=0.55630078546380823 1.0000000180025095e-35 -0.63845120823967028 1.0000000180025095e-35 -1.2126727935954851 -0.58454210970522613 -0.56343134083626267 -0.97978507835213413 0.69009342306031496 1.3962008022525787 1.0000000180025095e-35 -0.093146615228024685 -0.55632809899443869 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1226716647660855 0.74561756370782817 0.60313336694809927 -0.73098921862675303 -0.71261452604640596 0.24391125146464598 3.0805194032280743 -0.45240519081749736 -0.78652982607854283 6.7447596507476248 0.46313658843433608 0.049718304370122861 0.40135300256177026 0.38690309612805879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 4 27 18 -7 -6 13 12 11 23 -5 20 -8 24 21 25 19 -4 -9 -16 -19 -2 -3 -15 -12 28 29 -1
right_child=10 2 5 9 7 6 14 8 -10 -11 26 -13 -14 17 16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00099939841305207982 3.9375760374399012e-05 -0.00088671639168089612 -0.00055798311112152112 0.00018258732885447366 -0.0010657900006789695 0.00026332752546229612 -0.00024712871289288415 0.00063885690713885561 -8.8865334133221363e-06 -0.00080360479678977736 0.00011472780457626404 0.00018393169984011441 -0.00023306784550477323 -0.00080190297015739328 1.2896334784981328e-05 -7.5584947648749172e-05 -0.00053952546660207665 -0.00019475661482499279 0.0007030069907743515 0.00032932125810773336 -0.00049204809809967696 0.00049893878408438714 0.0043118386228714689 -0.00044909445278174513 -0.00029031996611951803 0.0031073148984852232 0.00046402691783436551 -0.00067713226368289344 -0.00053436989376651732 -0.00030258920895629289
leaf_count=2818 8738 6265 2271 15258 15728 21461 35675 2040 7626 5114 29230 18893 29048 32580 20791 27447 3448 4798 7458 8848 3639 6493 49 12981 13953 60 14321 2204 1516 1180
internal_value=0 -0.0497509 -0.00759776 -0.116455 -0.173728 0.0220369 -0.00224356 -0.205391 -0.172018 -0.0525386 0.0366476 -0.0152196 -0.0300369 -0.212499 -0.0341448 -0.0858033 0.0215804 -0.247923 0.133826 0.0574055 -0.0121419 0.0482335 -0.0419695 -0.0885256 -0.165731 -0.283452 0.0838392 0.0258644 0.112898 0.224508
internal_count=361931 277768 154110 123658 74238 106445 87868 66520 50792 49420 84163 40612 44306 43166 66407 47665 30732 37487 18577 11119 5679 27284 4847 21719 20218 32640 43551 7718 5514 3998
shrinkage=0.00277552


Tree=859
num_leaves=31
num_cat=0
split_feature=1371 1464 1457 484 21 1451 1461 1461 1454 1458 1457 1452 1455 1454 1467 1458 1450 1453 1454 1468 1452 1450 1465 1459 806 1467 1458 1458 1449 1456
split_gain=98.4851 96.7607 88.8395 87.5704 78.3259 68.2747 87.2408 143.882 124.781 76.163 85.4866 72.6019 80.0358 64.1412 63.8365 107.56 88.2647 87.5825 75.5929 83.0841 106.289 74.011 66.2556 67.1544 61.3427 61.3065 107.344 81.9878 73.8138 79.7697
threshold=1.0000000180025095e-35 1.5993600128483978 0.68635126017805159 0.40243943359777712 -3.2545899522946695 0.59897055457132509 -0.3640729456269281 0.53704323757840622 0.33104948409706508 0.20667703603638712 0.3573591245240883 1.1844650239005572 4.0789913919971044 -0.12591398429191614 -0.45368251123656866 -0.70351348424488058 0.51481768510319093 1.5066730237445995 -0.90309121467478037 1.0056208477415762 -0.0068002104804352915 1.6430862106826085 -0.37751161810755612 -0.088205869773288079 2.4151250997099498 0.052368138980887803 -0.57152609199826976 -0.71693843586677841 0.6853839265082079 2.0994270724704638
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 9 -8 -9 10 11 12 14 -3 15 21 18 -18 19 20 -17 22 -1 -24 -11 26 27 -16 29 -28
right_child=-2 13 -4 4 -6 -7 7 8 -10 24 -12 -13 -14 -15 25 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00016480991211070148 -0.00037882230178274095 -0.0003823552636844629 0.00018778447952020127 0.0026193709791763439 -0.00037574541971114895 0.00023287831467592546 -0.00093654816893121433 0.00014842122594929457 -0.00098253129291260045 0.00021840635061558342 -0.00087115446653334631 -0.00092536848224100286 0.002386015392220935 0.00055370537688889676 -0.00034676665308824931 -0.00025221786487270904 0.00065286630029445997 0.0041587604022831773 -0.00026370241393700565 0.0036423251550007866 0.0032868230810826362 -0.0039305910354054761 0.0010187881292528917 0.0028753050002173785 0.0018616132232083301 5.5146223008970323e-05 -0.00030936789860000653 -0.0015313606208059432 0.0011376483787143251 0.00282974067189345
leaf_count=1239 48317 4087 46595 289 58658 28155 14489 19612 5342 25851 6381 4292 518 15622 5197 2030 3029 234 20612 397 369 147 2687 1036 835 24785 13867 5181 1754 324
internal_value=0 -0.0124272 -0.0230427 -0.0404009 -0.120331 -0.0181049 -0.0363927 -0.12902 -0.0305808 -0.00726498 -0.0377768 -0.0202565 -0.00630875 0.131542 -0.0121071 0.0658326 0.00735002 0.337579 -0.0425041 0.302589 0.143356 0.350397 0.390264 0.528211 0.0942074 -0.0608937 -0.13547 -0.316587 -0.0243019 -0.078725
internal_count=361931 313614 293905 247310 58947 188363 160208 39443 24954 120765 94079 87698 83406 19709 82888 31780 26671 3263 23408 2796 2399 5109 4962 3723 26686 51108 26323 10378 15945 14191
shrinkage=0.00294541


Tree=860
num_leaves=31
num_cat=0
split_feature=785 728 871 712 125 50 72 319 837 578 647 590 878 846 828 487 693 1092 519 723 56 1458 476 1292 1022 1083 50 630 1388 1430
split_gain=288.038 231.229 135.472 108.43 100.063 106.017 76.4325 73.5348 67.5297 64.5956 63.3755 140.528 59.5196 58.3497 55.716 55.0455 54.6675 55.8901 67.534 63.7854 54.5543 56.1944 52.2075 52.1236 63.9179 48.3181 45.3789 45.2005 45.0022 44.1018
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 0.58518330826110332 1.0000000180025095e-35 -0.78513032087958678 1.0000000180025095e-35 0.26717396260092557 -0.87905496296652397 -0.87782724458594241 0.58895901036483078 1.6473864309851525 -0.53268848306471728 -1.0536780337889886 1.6304501485392697 -0.60642536953554294 2.9499917481720264 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.44527173597200392 -1.316508667510939 1.0000000180025095e-35 1.0000000180025095e-35 1.911083489114747 1.4829784501753427 0.23574602101832404 2.4842822936867486 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 6 -2 10 22 -5 11 -3 16 27 -11 -4 -6 18 -18 -20 21 -8 28 24 -16 29 -15 -12 -7 -24
right_child=1 7 15 9 12 8 20 -9 -10 14 13 -13 -14 26 23 -17 17 -19 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016778600874718167 -0.00019533139095911442 -9.5947477931501959e-05 -9.4610126108843261e-05 0.00029140857796575582 -3.8364003759052627e-05 -8.1536841002028109e-05 -0.00020548721546992952 -0.00022050941700956677 -6.4482390895853755e-05 -0.00015424544549505985 -5.255657983580011e-06 0.00045018549922029621 -0.00014191863574103373 -0.00016209960621999033 -6.920867820402341e-05 -0.00031072566939398737 5.7919404864513238e-05 -0.00021983012200359412 -0.00014064595533447462 0.00026515679711553369 -6.7463938172156447e-06 -5.5989139706873256e-05 -4.1436812762735451e-06 0.00017724104731848688 0.00014120254831242207 -0.00015982724245596218 -3.0068804869086276e-06 -0.00015193243807457986 0.0005347829082774407 8.8895198289786129e-05
leaf_count=3225 14593 3939 42431 3439 9666 10947 10523 20386 25755 1661 15464 1197 2967 46616 5145 3878 23540 1009 780 5181 20632 18284 15759 10402 5687 2195 4238 8095 221 24076
internal_value=0 -0.0813152 -0.0467444 0.131311 -0.0232463 -0.052679 -0.125475 -0.180989 -0.00490492 0.171779 -0.151978 0.0830047 0.0588452 -0.170671 0.132919 -0.162457 0.0790347 0.118553 0.134485 0.317828 -0.0870731 -0.159354 0.035453 0.160696 0.0620144 0.0657746 -0.217033 -0.0764958 -0.0996246 0.0810796
internal_count=361931 332372 232437 29559 186128 142985 64032 99935 78953 26334 79549 5136 43143 74413 22895 46309 40176 30510 29501 5961 49439 28807 53198 21234 10832 42030 50854 23559 11168 39835
shrinkage=0.000672971


Tree=861
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1221 1456 683 1423 857 785 1441 691 1434 393 1449 657 1454 549 915 815 263 74 1034 864 284 651 750 615 1190 1318 346
split_gain=96.6134 196.137 165.376 80.6275 73.9073 68.2379 59.9511 59.9487 59.0909 56.6607 52.8077 49.8452 49.6476 47.7328 47.1426 46.7401 44.4126 44.206 44.9435 43.6475 43.2842 40.5716 40.3751 49.8815 44.8573 40.6005 40.0216 39.8051 39.645 39.1066
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2885552421444864 1.0000000180025095e-35 -0.86283290253235112 1.7193014468115779 1.1907484364695071 1.0000000180025095e-35 1.9306075413196593 0.25161800432985465 2.2603408215975165 -1.0708317567042769 -1.0525094272899334 -0.71904054308896115 0.67237773758774566 0.66115833724634121 -0.49355069134761048 0.86354696135442122 0.72275257928592751 -0.14614142353277504 1.1107569744011787 1.0000000180025095e-35 -0.59108387774323179 0.49011480610091679 -0.1146419455941259 3.3513180452879161
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 8 16 19 -4 -2 12 15 -9 14 -6 20 -10 -3 -1 28 26 -5 -21 23 25 -24 -17 -7 -18 -19 -25
right_child=3 5 7 9 13 6 -8 11 10 -11 -12 -13 -14 -15 -16 22 27 18 -20 21 -22 -23 24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0015034790542918031 0.00051952990128085682 -0.00056513743701059542 -0.00036053889068779114 -0.00026125622032683411 -0.00029505359254623754 -0.00010381899756158421 -0.00089294257309400344 -0.00095513410403504084 -0.0031880037820464745 -0.00090542341710673775 -0.00021110677012009901 -0.00039696047081062374 -0.00067888744672169976 0.00019192826518240147 -0.00075259334036105853 0.00010380159364541332 5.7558695051869589e-05 0.0004162159770955715 0.0016334723472698589 0.00047025768393828851 9.9441639398045712e-05 -0.00016550466650073879 1.5897444642703381e-05 0.00032235998983148379 -0.00079718983798810427 -0.00049686649540410543 0.00022769521187096566 -0.00052019730873341234 -0.00082004621179969579 -0.0015150083694534745
leaf_count=803 9335 11699 41055 15758 21831 25946 2041 19533 127 3097 14223 9949 4518 7557 2619 30003 14461 1961 425 11235 26503 3017 13746 41500 2106 4512 15484 5535 962 390
internal_value=0 -0.0684116 -0.168959 0.00604668 0.0316829 -0.00346336 0.0358475 -0.205703 0.0555635 -0.0697141 0.0407561 -0.304402 -0.0520147 -0.0680958 -0.0301553 0.0587536 -0.0985909 0.212882 0.108511 0.0473006 -0.0116494 0.140519 0.0604426 0.0809674 -0.0376424 0.0170106 0.0100129 -0.0370707 0.0124584 0.127993
internal_count=361931 164106 74688 197825 145330 89418 57723 70537 115942 52495 106607 29482 49398 29388 44880 92384 31695 4151 3348 55682 42261 14252 92257 76405 15852 34515 41430 19996 2923 41890
shrinkage=0.00241626


Tree=862
num_leaves=31
num_cat=0
split_feature=405 729 659 648 220 593 813 395 906 1356 609 1020 1462 797 692 869 21 290 419 434 539 1151 1469 519 639 141 1255 545 1329 1457
split_gain=94.7474 85.4498 75.1022 77.2572 73.9744 59.618 57.0593 54.6456 54.4645 53.7101 48.9488 44.783 41.2026 40.8469 44.1057 39.5349 38.6069 38.3327 38.2838 41.4299 36.6582 35.5744 35.4279 35.1686 34.5303 33.9611 32.9658 33.2577 34.7009 32.8618
threshold=1.0000000180025095e-35 0.75637635299260908 0.62821384419828064 1.0000000180025095e-35 -1.4568791965228598 1.0000000180025095e-35 0.44561103650162237 1.0000000180025095e-35 -0.97801867556986777 1.0000000180025095e-35 -0.93177752141597858 0.44670980992553178 1.2253339163776633 0.63961785378869596 -0.1750760967267567 1.0000000180025095e-35 1.189441983669046 2.1089670232183031 -0.10852314549378408 -0.08444755510488082 1.0000000180025095e-35 0.54378645269797976 -1.161100960392466 2.1420547332082829 -0.22966134115886017 -0.40358418027242626 -1.5707108223253832 1.1137036782212404 -0.07558844716852571 1.8601767835506282
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 8 12 15 11 -8 22 16 14 -5 -3 20 26 19 21 -2 -10 -6 -16 -15 -11 -7 28 -28 -4
right_child=7 6 29 13 5 17 10 -9 18 25 -12 -13 -14 24 23 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00055861407601852679 -0.0012164839068172456 0.00035530668576303929 -0.00023813340777940615 0.00010052107856173951 0.00035838096155784902 -0.0009564909108977736 -0.00038762943887065841 -0.00014496400962296137 -0.00044692803766725411 1.8189845794581298e-06 0.00017808544659775867 0.00022997593716513076 0.00025236161369011955 0.00015760857800896987 0.00039312120086308991 -0.00041523024827818717 0.00011140089228389025 0.0006326461626998724 -0.0001868652725194452 -0.00075993430692836335 -0.00056953548997176664 0.0002098155406775348 -0.00015387628709768553 0.0011465959635883728 -0.00057176405379666688 0.00043186869528988911 9.0044013680988017e-06 -0.0010555386638100902 -0.00035774293148892509 0.00052409753973758346
leaf_count=8389 8468 7078 34814 18052 3991 2080 6653 23179 15012 7308 18806 18100 2006 5169 24113 3866 1752 1643 28788 14354 9920 3753 33946 1658 3073 17314 22581 1249 13253 1563
internal_value=0 -0.0115699 0.0108151 0.0286197 -0.000155665 0.0119783 -0.0711997 -0.130756 -0.108635 0.0441377 0.0160349 0.00654337 -0.23117 0.0976364 0.123292 0.0446451 -0.27079 -0.0592348 -0.137698 -0.196486 -0.314521 -0.12304 -0.03673 0.178077 -0.0414516 0.123803 -0.0744592 -0.0605066 -0.0479736 -0.0798126
internal_count=361931 316606 218296 181919 129854 121465 98310 45325 72851 80659 25459 56037 22146 52065 43823 10944 20140 40806 61907 33119 18388 18765 37937 25771 8242 24622 39163 37083 35834 36377
shrinkage=0.00251388


Tree=863
num_leaves=31
num_cat=0
split_feature=871 1464 1367 1430 1469 785 1428 21 683 1450 1450 1459 1468 1370 1452 1457 1454 1357 1470 767 705 1429 1453 1375 1455 401 1456 1077 1172 635
split_gain=92.2764 85.0691 77.2967 138.183 106.284 73.9022 55.9008 55.8548 65.3737 57.2374 59.7612 95.5081 60.8814 52.8522 51.0309 96.9365 67.9864 50.883 46.4708 45.6013 47.5814 45.0198 44.5303 46.5526 46.1964 51.884 45.3732 44.4785 44.1965 43.8773
threshold=1.0000000180025095e-35 1.5993600128483978 1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 -0.86283290253235112 1.0000000180025095e-35 -0.70163543588998201 -1.3831318875547542 -0.59149681175405766 -0.35262914890079794 0.77133902740777927 1.3991069528470244 1.7737799021787686 0.075388382208316021 -0.54187279531438171 2.1720878008874998 1.0000000180025095e-35 -1.0825793710432012 1.1849230938808055 1.4811233430041424 1.13172262110474 1.2041679343814773 1.0000000180025095e-35 2.4677817551252459 1.0000000180025095e-35 3.742879312526544 1.4357019976763823 0.10426887454543886 -1.0561507523790512
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 28 -4 17 9 27 -7 11 -11 -13 21 16 -16 -3 -5 -18 20 -10 -6 23 24 25 -2 -24 -9 -1 -22
right_child=22 14 5 6 13 7 -8 8 19 10 -12 12 -14 -15 15 -17 18 -19 -20 -21 29 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.6874328198200699e-05 -0.00061436878439574271 -0.00020578128726588712 0.00053114144619824605 0.0002781863332166635 -0.00045058195648979516 -0.00026861312789490637 -0.00033846277717989719 -0.00062510912702163561 1.4812667710576239e-05 0.00064913995029523179 0.00024578561639758065 0.0036985588069510331 -0.0036263072055974952 -0.0015817458083785729 0.0015019369291365157 0.00016768806455122375 -0.00029446598639693781 -0.0001852486262353441 0.0028256633515030423 -0.00040315942248128129 -0.0013525302300019647 -0.0012409275372268511 0.0001313441657099702 -0.00078175532919424085 0.001323484733063893 -9.4704592081131268e-05 0.0034799907468384263 0.0006782573630792362 0.0017563093820055834 0.0010928068986094581
leaf_count=1421 23376 7718 12960 30971 42579 8411 18120 16318 69105 4244 20979 641 53 4218 3971 5637 296 18375 535 11359 407 6357 6153 16578 860 24669 195 1616 1023 2786
internal_value=0 -0.00680474 -0.0170027 -0.0608667 -0.157977 0.0147361 0.000181761 -0.00037105 -0.0246808 0.0780507 0.128917 0.34737 1.00373 -0.187589 0.133241 0.233224 0.00700001 0.036912 0.538803 -0.00276637 0.0164266 -0.167136 -0.103527 -0.124258 -0.087982 -0.0992316 0.0781872 -0.158063 0.240962 0.259316
internal_count=361931 290100 271943 123064 55598 148879 67466 135919 101591 34328 25917 4938 694 53154 18157 9608 8549 49346 831 83657 72298 48936 71831 65483 48905 48045 6348 17934 2444 3193
shrinkage=0.0031882


Tree=864
num_leaves=31
num_cat=0
split_feature=785 728 516 544 143 691 1376 540 595 791 513 608 464 50 21 416 529 938 783 537 1154 953 21 1234 832 882 1183 570 901 1458
split_gain=271.095 198.689 136.272 95.9173 95.851 79.9018 78.5001 68.9783 71.0759 67.0349 71.452 62.7431 65.1874 58.6013 60.4698 57.2619 54.2566 54.2019 54.065 51.7321 51.3689 67.846 50.4756 49.1518 46.932 46.6498 45.123 43.4278 41.4482 41.3759
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.72319605263816955 0.32551924250032394 0.18805867694879752 0.35001124564692748 1.0000000180025095e-35 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 1.0000000180025095e-35 1.4829784501753427 -3.9164670491403295 -0.73193291565771224 1.4795591430507427 -0.57633625342910477 1.1155635910225459 2.1533051290640106 1.0000000180025095e-35 1.0000000180025095e-35 -1.8362818876253988 1.0000000180025095e-35 -0.58640592682085635 1.0000000180025095e-35 -1.1681676062651454 -0.0074326169048025128 -0.19519752017033434 0.20667703603638712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 20 29 11 9 8 13 17 -11 12 -2 14 -3 -13 24 -6 25 -9 21 -1 -7 -12 26 -19 28 -8 -16 -4
right_child=1 7 4 -5 6 22 27 19 -10 10 23 15 -14 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.8711075557075179e-05 -0.0002089728245838244 0.00067578372627869311 -0.00013217031644749874 -5.2393812285401408e-05 0.00010838198455572089 0.00030034384913936495 -1.2318153736488486e-05 -4.80612527358812e-05 -0.0002744517684452516 6.1186159590165159e-05 0.00038062312809692859 -0.0001425963603614232 -5.0337200448736774e-05 1.9011829258154906e-05 0.00034722960846312044 1.9497154185067213e-05 -0.00034463826605961556 -0.00010117091040787364 9.3511181657347903e-05 0.00050124247991794853 0.00022845608697629502 0.00018913848667352208 -0.00017941151184031843 6.5226201355645755e-05 -0.0001783225702438144 1.3604811043266425e-05 -9.8385514831471034e-05 -0.00014191417464621295 -0.0002032938209896114 -1.4421944951107053e-06
leaf_count=5337 16728 186 21523 8361 10263 652 19597 14500 18186 16179 3015 7783 16527 6128 1167 25916 5785 17156 8376 446 9876 5985 29009 1726 36600 17146 16299 11755 638 9086
internal_value=0 -0.0848336 -0.052879 0.121445 -0.0116005 -0.118953 0.0171432 -0.177328 -0.206107 0.0513942 0.149252 -0.0784702 -0.154037 -0.174246 -0.199007 -0.0182208 -0.204257 0.0129765 -0.0195785 -0.0384711 0.192956 0.100435 -0.221689 0.356706 -0.183649 -0.056508 -0.0900748 -0.0771415 0.238659 -0.120039
internal_count=361931 332372 232437 29559 135822 96615 105213 99935 84989 73861 20920 66954 33255 66803 60675 33699 60489 52941 42678 14946 21198 11322 29661 4741 54704 34302 18104 31352 1805 30609
shrinkage=0.000757875


Tree=865
num_leaves=31
num_cat=0
split_feature=50 194 1076 678 140 1463 942 1089 1013 1362 968 848 754 1162 902 416 47 65 1465 1458 785 277 564 1237 1459 854 1449 10 1169 567
split_gain=93.487 149.574 66.2432 64.3777 62.4665 50.2009 48.8922 52.9268 70.3033 50.0052 47.1867 46.8808 45.866 44.1762 43.9392 43.039 42.5927 42.4953 41.8928 74.2804 45.2486 38.909 38.1988 41.244 38.0961 47.5218 39.6402 37.685 37.4829 37.8049
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 -0.48546444577241915 0.94170239728407068 3.1241105236897999 1.0000000180025095e-35 0.54050183860820311 1.0087403405179345 1.7413258740784372 0.20792164000855923 1.0000000180025095e-35 1.0000000180025095e-35 3.2986939041005705 -1.1596490889558624 1.0000000180025095e-35 0.77605621623814935 -0.64976765822460247 -0.21734572720002096 -0.86283290253235112 1.623782785822806 0.3537621104367093 0.5723095224056084 0.73871680408646412 -0.87473648844905705 0.71251893840138358 1.4655535790235801 1.6483035930306678 2.0791192644676673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 12 -1 13 7 8 10 14 22 15 18 17 -9 -4 -16 27 19 -3 -20 28 23 -2 25 -5 -27 -6 29 -17
right_child=2 3 11 24 5 -7 -8 9 -10 -11 -12 -13 -14 -15 16 21 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00083650299079948026 -5.3725715083382087e-05 -0.00088881057727788963 -0.00061017684764827593 0.00097021659581009807 -0.00024659044456602742 0.00029748258765110113 0.0010576466657075735 0.00023854567124202854 0.0003483502590315257 -0.00030682945233815641 0.00054500598796906256 -0.00041903104964173662 -0.00052006300790440572 -0.00081373440204606342 -0.0014060852970804584 0.00011814038499164012 0.0031517985926180145 -0.00085902180949612602 0.00072326119773434084 5.9680195887522367e-05 -3.2619852294792902e-05 -0.000743112829493868 -0.0006263512074355693 -0.0007546502617258162 0.00066174551346094817 -0.00010539646375123103 0.0006031282208933278 0.00066990907602754212 -0.00046026678788090291 0.0013839297561498464
leaf_count=25042 27348 7028 5975 1913 20711 5573 1816 62669 12832 7557 3203 21161 14275 13623 111 31826 304 7177 3325 7700 29176 2827 8273 4685 4840 18726 3353 2087 5924 871
internal_value=0 -0.0656269 0.00787843 -0.0123824 -0.160887 -0.112899 0.0353972 0.0300628 -0.0206821 0.0675044 -0.0634612 -0.0496157 -0.0564764 -0.143749 0.0856757 -0.0122808 0.732464 -0.0936127 -0.0247516 -0.125177 0.0190533 0.0105808 -0.0844594 -0.0487243 0.0647996 0.0301525 0.00205882 -0.0491288 0.0277001 0.0528007
internal_count=361931 164549 197382 90336 74213 49171 128798 126982 56341 70641 43509 68584 61504 43598 63084 47423 415 29975 47229 14728 32501 41448 40306 32033 28832 23992 22079 22798 38621 32697
shrinkage=0.00294541


Tree=866
num_leaves=31
num_cat=0
split_feature=253 1442 1354 1465 1465 1452 1465 1024 1452 1452 1469 1452 1458 478 1468 1464 1464 890 706 1468 1466 1458 1458 1457 1464 1466 1454 1461 1456 1454
split_gain=90.51 67.0277 62.0161 60.735 75.265 70.5347 107.968 72.2994 66.9209 61.6816 71.0873 79.0246 59.97 58.3777 56.4438 67.0496 60.9169 56.1533 55.4349 55.3129 54.0419 58.3898 52.8992 52.2259 94.2036 70.8838 67.0398 59.4199 57.9238 51.5333
threshold=1.0000000180025095e-35 -1.2625182715263061 2.2838735449754539 0.37973282798721492 0.42261052687510853 -0.76841635434299438 -0.58077491096849221 1.0000000180025095e-35 1.1844650239005572 -0.37083480438412358 -0.82670318039759672 1.4575342063660932 -0.49418544158058714 2.664053297859589 0.35527105212377691 -0.46492268522126184 -0.42340888693973067 -1.0182342416987082 2.1164963568036277 0.66741765750458459 -0.2993392274730397 2.0863113560201221 -0.50381089926024936 -0.33496484878846661 0.71492702701447042 0.69604103696988961 0.54504201778324368 1.6859053074631882 1.6651900077780224 -0.99563425846005404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 20 9 -9 -7 -11 14 22 17 15 -12 -17 -3 -19 -16 21 -1 -8 27 25 26 28 -14 -25 -6
right_child=1 13 -4 4 29 7 12 8 -10 10 11 -13 23 -15 19 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00074569168285099627 -0.00048325994859965763 -0.00040441737580154094 -0.0005810513923682018 0.0013319073138622578 -0.0028799514573163653 -0.00023945261359386812 0.00029463532289017474 -0.00024001974160150317 -0.0011262667861851835 0.00041598261230917441 -0.00040120048487303793 -0.00090895065328746758 -0.00084888129834915507 -0.00077985531301563975 0.0010262956836791612 0.0028114407458605306 0.00010238890974102434 -3.3569646382810581e-05 0.0011168862181445997 0.00010602880948940099 0.00022426000124082943 0.0024840405717984765 0.0032557306965596083 -0.00028774175874699562 0.0019078362336620671 0.0012917427115639467 -0.0017988112602588706 0.0010963777482748869 0.0025905717996206152 0.0001745531239846036
leaf_count=7304 34366 22229 8198 2013 243 29652 6751 36557 3999 16651 14889 3659 6556 6708 3593 246 19911 65274 1549 6898 8195 614 238 5364 771 925 1070 576 252 46680
internal_value=0 -0.072709 0.00334571 0.00941034 0.0757734 -0.0101681 0.0711218 -0.0342067 -0.116365 -0.0026176 0.0340265 -0.00982783 -0.0287496 -0.044215 0.0146816 -0.0281464 0.0517008 -0.0305992 -0.00211165 0.154544 0.202351 0.327236 0.1421 -0.103786 0.0118506 -0.0667577 -0.150579 -0.242737 -0.0524269 0.0582833
internal_count=361931 130126 231805 223607 48936 174671 38616 136055 40556 95499 65847 49196 22503 95760 45537 35046 20157 89052 66823 10491 16113 7918 6989 15514 8382 7611 6686 7132 5616 46923
shrinkage=0.00277552


Tree=867
num_leaves=31
num_cat=0
split_feature=1430 1022 1016 752 1230 1237 651 1436 1458 728 1319 816 1430 560 179 795 1431 207 1011 964 846 1176 196 519 705 1469 1365 1002 996 927
split_gain=89.641 134.692 88.4152 85.5975 79.369 74.7063 73.4658 64.1659 53.6201 51.4417 47.7786 47.671 49.3121 46.6497 49.1115 46.0117 45.7657 49.3122 44.8768 41.8149 41.8126 58.6028 41.6411 41.3746 47.0341 41.2315 41.7505 41.0317 40.6251 48.6624
threshold=0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35 -1.0752335520519363 0.38564141960353587 0.5723095224056084 1.1107569744011787 1.0000000180025095e-35 2.6054386111478895 -0.49008176997875957 -1.9061454630617805 6.0906794990390116 1.0000000180025095e-35 1.6590601587821199 1.0000000180025095e-35 -0.29258408639884992 1.8641952677858011 -0.068110213691450164 1.3326183996331451 0.80745641784395206 -0.36744562254266105 2.7398399255530461 3.9147101381531919 2.1420547332082829 0.037793479926647083 -1.2673214316849539 -0.42638832581415231 0.69854289147193727 1.0565563832172893 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 16 7 13 8 9 -5 -8 12 25 14 -2 22 17 20 -9 -4 -3 -22 -6 -19 -25 -11 -27 -17 29 -12
right_child=6 4 19 5 15 -7 10 18 -10 11 28 -13 -14 -15 -16 27 -18 23 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00093877659073289511 0.00029400931336777983 -1.8120806596610845e-06 -0.00014811692615789056 9.6825011597948102e-05 0.000396791186197611 -0.00090719088792534544 0.0023617031761554723 -3.8144943478271589e-05 0.00097689345305632222 0.00028685082671941857 4.4463074299590539e-05 0.0020436150310278525 -8.6039802341825392e-05 -0.00026388305366576922 -6.5472567240378727e-06 0.00013549037337957554 -0.00058998709440401991 9.0137257881968917e-06 0.00089745416748685176 0.00027316664604674109 -0.00032914138666276683 0.0025902291806013666 -0.0038749931219126529 -8.3773595911242312e-07 0.00095674556503700194 -0.0011266563207783162 -0.0005529616909067264 -0.00040129953476496569 -0.00091923733915346426 -0.00086399587268146507
leaf_count=16184 44396 23655 45067 5510 17048 8553 161 10615 772 1212 6655 147 6229 6279 22996 21119 5850 40442 1467 7117 29345 180 66 2594 2472 7212 19831 4197 2497 2063
internal_value=0 -0.0413271 -0.10132 -0.160683 0.00120721 -0.128553 0.0396808 -0.0990262 -0.149752 -0.164206 -0.119662 -0.202798 -0.211081 0.0646982 0.0815385 0.074379 -0.0339117 -0.0234822 0.0391748 -0.0333052 -0.070672 -0.127751 0.158245 0.0290724 0.202628 -0.262689 -0.28838 0.019606 -0.137077 -0.0692659
internal_count=361931 276884 129916 77732 146968 61548 85047 52995 40913 40141 11376 34631 34484 73671 67392 42430 104538 98688 12082 52184 53180 29525 17114 45508 5066 28255 27043 25316 11215 8718
shrinkage=0.00241626


Tree=868
num_leaves=31
num_cat=0
split_feature=785 181 728 852 727 784 561 921 647 590 539 727 934 846 263 694 619 706 547 1066 727 705 1298 50 564 927 1361 727 1043 1456
split_gain=269.061 198.199 149.831 112.178 90.0915 77.1248 68.7859 65.1403 63.2029 148.529 62.5026 107.569 62.2186 61.5336 56.1675 54.8508 52.218 49.3303 48.7047 48.0533 47.7567 54.845 46.0021 45.8711 45.7601 45.6079 45.3745 45.139 44.3259 44.1629
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.9594655836162902 0.55894040826437752 1.0525743831388839 -0.87782724458594241 0.58895901036483078 0.6695026854463163 1.0000000180025095e-35 1.0000000180025095e-35 -0.53268848306471728 1.6445160113075163 1.2342127532274445 0.83082504555296788 0.62672487627420737 1.4078093546699517 -0.54928301346280928 -1.1275738623161491 0.53889019796838877 1.0000000180025095e-35 1.4829784501753427 1.9546110090380651 1.0483613175537825 1.0000000180025095e-35 -1.1275738623161491 -1.2025398219287566 0.82504800527607469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 17 6 19 -7 9 -4 11 15 -13 -10 16 -2 20 -1 22 -5 29 -22 26 -15 25 28 -6 -9 -19 -3
right_child=1 14 8 5 18 7 -8 27 13 -11 -12 12 -14 23 -16 -17 -18 24 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012468091036299121 0.00013768986098613363 -0.00013402922720230615 -0.00011298091274355166 7.6672548894507754e-05 -1.9923509167368897e-05 5.3955202765496783e-05 -9.8727361033222814e-05 -0.00013620427882513262 -5.2122042369673843e-05 0.00056353768773524768 7.6456343039839479e-06 -0.00025017529087026336 -0.00010181510400109104 -0.00018891169545862029 6.4399368958695252e-05 -7.3317046152316048e-05 -1.1400326450033658e-05 -0.00060129050432831705 -0.0001609163839846165 -1.6125075101602033e-05 -0.00027599821457890777 -0.00014048401005565289 0.00028880508769859648 3.1986487386248547e-06 0.00041175350357531854 0.00039901878284573789 0.00023897400004141423 0.00033964607244871812 1.7060717179853894e-05 0.00018409925377453908
leaf_count=5567 6268 10106 3910 22821 3503 16429 20649 608 23148 1186 17898 16079 24098 45993 3060 9585 5665 368 1040 45922 30893 18303 8732 4218 906 722 3733 3740 4988 1793
internal_value=0 -0.0803098 -0.0550335 -0.0243943 0.125446 0.0163603 -0.0110153 0.126813 -0.143711 0.0926137 -0.0915538 -0.131511 -0.194951 -0.162597 -0.197227 0.0213498 -0.214216 -0.00354283 0.224929 0.0191009 -0.237453 -0.272991 0.25384 -0.210584 0.102983 0.0406443 0.136074 0.342093 -0.0236469 -0.103932
internal_count=361931 332372 262552 184097 29559 110169 89392 20777 78455 5096 73928 56030 40177 73359 69820 15853 66760 12551 17008 68743 61095 49196 15968 50211 6984 6078 7236 4348 5356 11899
shrinkage=0.000804263


Tree=869
num_leaves=31
num_cat=0
split_feature=51 519 858 728 588 927 728 785 921 783 965 583 869 791 21 975 861 922 1229 982 1452 869 63 691 338 540 575 909 624 136
split_gain=89.3013 74.5737 95.5907 78.3832 96.0041 76.8144 74.2249 135.324 122.568 153.753 80.2019 78.6846 68.0833 62.4059 62.2833 59.8702 57.5186 55.0113 53.7203 50.0526 49.2183 48.606 55.083 47.1722 46.5321 46.4281 49.5908 45.2396 45.3001 45.0077
threshold=1.0111847875080273 2.1420547332082829 1.0825608069246189 -0.49008176997875957 0.71188872395471614 1.0483613175537825 -0.49008176997875957 -0.86283290253235112 1.0525743831388839 1.1155635910225459 -0.67489880803012814 -0.55326332990463356 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 -1.0330979399945959 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 3.5955928533842081 -0.63504016340352343 1.041070318382423 -0.64169633322170971 -0.63101554480229016 0.23804152301828341 2.9110317759397999 1.0000000180025095e-35 1.0177766212561699 -1.216975627438156 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 25 -6 11 21 10 -10 19 14 13 20 23 -13 -15 24 -18 27 -12 22 -8 -1 -16 26 -5 28 -9 -2
right_child=29 2 -4 4 5 -7 7 8 9 -11 12 15 -14 16 17 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00024612316693873194 -0.00037059338782146153 -0.00035821574521431181 -0.0006828955738507874 4.7143480003086075e-06 0.0016455639598008174 -0.00077885550820942198 0.00011439515026163376 -0.00062583715617875685 -1.75102867778752e-05 0.00094652137960224815 -9.4522050480931406e-07 0.00050860273442264459 -0.0004684817559879596 -0.00044737360636783711 -2.9603130410508663e-05 -0.00011056483289121239 0.00010906953917848865 -0.00018953209044659212 0.0012262039471138259 0.0027335676398611082 -0.00037845010292267571 -0.00064104535688185233 0.00066556395344008782 0.0012840971958676776 0.00088793688292360172 -0.0015127156035693614 0.00067755279441849832 -0.00042571439608271453 9.9178477109016606e-05 5.204503748485539e-05
leaf_count=1996 44869 3021 2454 4996 2665 386 10564 4128 23414 5701 14239 5467 45764 6349 2760 29926 19217 5159 1249 172 44606 1377 9204 3468 3866 321 6902 7194 40382 10115
internal_value=0 -0.00631884 0.110883 0.160954 0.219488 0.535504 -0.016613 -0.034494 -0.0534197 0.0773297 -0.0764373 0.0564434 -0.107727 -0.0721544 0.172146 -0.00442614 0.0194042 0.0866891 0.075942 -0.00242149 -0.112825 0.122148 0.148338 0.361379 0.214607 0.137368 0.15876 -0.0068849 0.0202881 -0.111009
internal_count=361931 306947 20745 18291 15270 3051 286202 233560 212415 29115 183300 52642 131424 85660 17249 35393 26815 11785 20466 51876 58845 21145 19768 5464 6626 12219 11898 51704 44510 54984
shrinkage=0.00251388


Tree=870
num_leaves=31
num_cat=0
split_feature=50 56 419 395 1160 1039 617 1452 1464 1464 1465 848 57 728 1304 1098 1454 251 1304 896 651 1457 1469 280 795 973 1452 1459 773 320
split_gain=88.6965 126.598 66.6035 66.3081 62.2525 56.5621 55.0325 52.2092 55.0308 109.838 50.8105 49.5624 46.8302 46.7342 47.3836 46.0053 44.9541 42.2534 41.8092 41.6089 41.382 41.2186 39.2888 38.0955 37.9496 36.9601 43.6215 36.3445 36.2964 41.528
threshold=0.55630078546380823 1.0000000180025095e-35 -0.24368202044847839 1.0000000180025095e-35 0.68536004617275303 -0.58894358108911671 1.6614250791469047 -0.5917826277685192 -0.46492268522126184 -0.42913060951834736 -0.54319893363899008 0.027120017428956544 0.72527224708021132 -0.90320472132347296 -1.2519738572323926 -0.65750918523183322 -0.98478334500156417 1.0000000180025095e-35 -0.94892239677896928 0.42670496010513392 1.1107569744011787 1.339295830115254 -0.38215083758088803 -0.88528829259834374 -0.29258408639884992 0.65871365356613898 -0.11730416361864997 0.46383055849355342 2.3993151849856997 2.0072900790561738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 6 -5 13 21 10 -10 12 18 22 17 -15 -16 -2 -1 -3 27 -21 -4 -9 -7 -11 26 -19 -18 29 -6
right_child=16 2 7 5 28 23 -8 8 9 24 -12 -13 -14 14 15 -17 19 25 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00063739834125383906 -0.0012141112044941093 -0.00037276983792556271 0.00031360956247215068 0.00021237181970729761 -0.0002654804709223318 0.0003331435292479438 -0.0014107287954072888 -0.0003234190466184679 0.0039067537356386193 0.00039085934893538527 2.2504756385025323e-05 -0.00044710570950896368 0.00028588894648901199 -0.0014156413158957972 -0.00080869330344114036 -0.00023793007496989978 0.00016791555874256289 4.0128464018560412e-05 8.8787067228029271e-05 4.6033074463962582e-05 -0.00067870707443117462 0.0013324956207388257 -0.0013116789900335776 -0.00041008658909631642 -6.1784813433910456e-05 -0.00082782567792468538 0.0017317623054577103 0.00060107255325612594 0.0014265523030256933 0.0013990378155144683
leaf_count=3875 1290 15778 20293 15760 10826 4237 9765 3653 298 16668 15159 23739 1997 6942 22290 16187 41954 1778 31955 26044 4307 1851 5006 27881 17713 1066 1467 10568 849 735
internal_value=0 -0.0402137 -0.00123994 -0.102154 -0.154655 -0.0397941 -0.192935 0.0394175 0.00619022 0.0607473 -0.0715114 -0.0521329 -0.192277 -0.167689 -0.203304 -0.173147 0.0400531 -0.00226731 -0.0127802 0.045775 -0.0172034 0.12723 -0.27097 -0.0972152 0.0483812 0.149851 0.263505 0.0816487 -0.00676198 -0.0421058
internal_count=361931 277768 154110 123658 75780 47878 63370 82638 60494 34679 25815 71472 10656 53605 45419 38477 84163 8186 47733 82873 30351 22144 8659 32118 34381 4311 3245 52522 12410 11561
shrinkage=0.0031882


Tree=871
num_leaves=31
num_cat=0
split_feature=129 652 1020 1356 83 1357 758 728 815 947 926 791 872 566 1323 1305 1092 767 836 519 852 1122 1458 1459 953 954 1469 1392 844 803
split_gain=87.1203 78.0432 75.5728 70.1312 61.669 61.3315 60.1568 59.4447 68.749 99.6856 68.642 64.7827 58.0028 55.515 55.2803 55.1844 51.0034 50.568 44.843 44.1401 46.111 43.8637 43.1819 42.0013 41.6273 40.9636 39.8377 39.0399 38.9846 37.352
threshold=1.0000000180025095e-35 -0.98896428961744431 0.44670980992553178 1.1703909184639636 -0.60883868280529685 1.3962008022525787 -0.1354147541679151 -1.3163276726681863 1.0000000180025095e-35 1.0000000180025095e-35 0.87156076383787762 1.0000000180025095e-35 0.85297537480346686 0.78850515402079602 2.7132217573315578 -0.66537623572488702 1.6584701688122452 1.7038489974058824 1.0674639720252068 2.1420547332082829 1.0000000180025095e-35 0.057547137513140958 -0.71693843586677841 -0.28315307149087915 0.67505964681462227 5.4609056438767345 1.569158560977409 3.1172922039692916 3.5537135076674065 0.85523949479533445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 7 16 10 9 12 13 18 25 14 -3 -6 17 19 -10 20 23 -2 -17 -5 -13 28 27 -24 -9 -8
right_child=21 2 4 6 15 -7 29 8 11 -11 -12 24 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00028719593244067048 -0.00022748871418243999 0.00011022399834525108 -0.00024234008950123302 -0.00047950428903861212 6.6280081886958866e-05 -0.00067909724163251872 -0.00042277020216429989 -0.0012640767376172739 -0.00013295203518324519 -0.00019965465195176537 0.0008754855235878357 8.2216794310656311e-07 -0.00014898304292203682 -0.00078354319411461657 0.0034804534980923886 0.0013051435874449875 -0.0011398839583436991 -0.00088925349704234837 -0.0007324081850727961 0.0021770102891325114 0.0010987064103829725 -0.0007750084544399427 0.00047930359264564414 0.00072660106886975441 0.0006930519494026937 0.0020030334516680996 -0.00078274561085529902 0.0049510034091706902 0.0071010502117491766 0.00063069072682968796
leaf_count=39605 31579 15182 18934 2876 31633 18766 10100 20814 43177 32874 6167 13362 5039 4526 244 3280 879 1096 8518 880 5156 16508 15901 3336 7510 172 1429 88 47 2253
internal_value=0 -0.00568902 -0.0196246 -0.0429667 0.0398322 -0.0606143 0.0586637 -0.0470953 -0.0673982 -0.133017 0.0495094 -0.0255647 -0.269039 -0.0143617 0.0507418 0.0763343 0.146349 0.178521 -0.0667513 0.215729 0.178689 -0.116136 0.16013 0.0534393 0.0772791 -0.343039 0.117755 0.147303 -0.360009 -0.0599214
internal_count=361931 313844 274239 202974 71265 176398 26576 157632 131513 58946 26119 72567 26072 19952 15426 52331 14223 13344 51695 12248 11368 48087 20698 6212 20872 21033 17418 15989 20861 12353
shrinkage=0.00345101


Tree=872
num_leaves=31
num_cat=0
split_feature=785 728 871 728 203 784 921 519 388 727 1469 578 647 590 1091 1016 487 828 933 588 869 1065 522 630 712 982 854 708 816 1151
split_gain=265.192 192.578 120.815 99.3641 96.0326 86.0323 72.7054 71.6259 69.4631 66.4259 65.2219 62.1381 61.2143 147.447 56.794 79.3128 55.0907 53.4915 51.8141 55.9281 49.1203 48.8498 47.5749 49.2232 46.691 46.5649 45.8902 45.029 44.9792 45.7235
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.3520813746060025 0.9594655836162902 1.0525743831388839 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -1.0116054822771126 -0.87905496296652397 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 1.6304501485392697 -1.0536780337889886 0.68806224955729689 0.71188872395471614 1.0000000180025095e-35 1.0518754624258557 -0.71745339412579689 -0.72496118019557498 1.0000000180025095e-35 3.0854258727671673 -0.87473648844905705 -0.55689657685208205 5.4525537492333047 2.4190504380954585
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 7 -7 10 12 -9 -2 -5 13 -3 15 28 -4 -13 19 -11 22 24 23 -14 26 -10 -19 -27 29 -12
right_child=1 8 16 11 -6 6 -8 9 25 18 14 17 20 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0001613143101593758 4.3122653466126084e-05 -0.00010103633210443668 -9.5851525366129494e-05 0.00030341974338959747 -9.9466441502496684e-05 3.0600413900545617e-05 0.00020993594134352542 -0.0001441487993262549 -0.00023604304105205278 0.00014246642038943811 -0.00020857637496906437 -0.00016237711194023237 0.00016231939188493253 0.00049507521941904423 -1.7264483173697889e-05 -3.8131542696183482e-05 -0.00032590696627714412 0.0003257542694083822 -6.2103513341745033e-05 0.00046984020407869059 -0.00017889171945071605 0.00029526185268466859 -0.00011598917199248048 -6.3229392462707204e-05 0.00014023830316076062 0.00098540737985778823 -5.4290173056559023e-05 -0.00054775647526944711 0.00048165225864739674 0.00013133949402481572
leaf_count=3396 19638 3918 42431 3407 33532 23251 5747 1889 20046 4479 19604 1657 3167 1190 50413 23303 3878 691 1643 1301 26040 2751 36451 8874 11933 146 5724 103 190 1138
internal_value=0 -0.0781128 -0.0465947 0.126306 -0.0244011 -0.00417168 0.0947791 -0.0289163 -0.169541 0.134296 -0.0445294 0.166542 -0.141468 0.0904032 -0.0687631 -0.129883 -0.156132 0.128318 0.214821 0.301544 -0.159873 0.155751 -0.119083 0.000729701 0.118504 -0.313968 -0.0163488 0.695218 -0.247842 -0.261946
internal_count=361931 332372 232437 29559 186128 152596 28998 123598 99935 9312 114286 26163 79640 5108 94648 44235 46309 22756 7423 5780 74532 21099 48492 12041 18348 20295 6415 249 20932 20742
shrinkage=0.000714163


Tree=873
num_leaves=31
num_cat=0
split_feature=785 728 1100 727 852 677 809 319 896 784 692 141 647 590 651 971 706 846 1450 933 497 1465 1466 852 784 1106 691 579 73 211
split_gain=231.314 166.519 111.864 106.051 105.843 83.5196 94.6588 62.3668 59.3576 58.8046 59.6794 58.4495 56.5964 132.081 55.7321 53.0141 51.1029 50.9795 50.5278 50.2956 77.7336 48.908 48.2621 45.8406 43.8419 44.4025 43.1359 42.7784 41.7899 40.5453
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 0.9594655836162902 -0.97604641915355106 -0.40358418027242626 -0.87782724458594241 0.58895901036483078 1.1107569744011787 -0.8891902375834092 0.62672487627420737 -0.53268848306471728 0.72848113776068646 0.68806224955729689 1.656418941702585 -0.51923091368911811 0.67647628514450941 -0.22706799479215015 -0.43785067584756471 0.4542920563282194 2.2081536193277422 1.0000000180025095e-35 -0.25644945091855464 1.6337057976554161
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 16 5 6 11 12 19 10 -6 -2 13 -3 26 -5 -1 -14 -13 20 -7 -17 28 -18 -12 -26 27 -10 -8 -30
right_child=1 7 -4 15 9 8 22 -9 14 -11 24 18 17 -15 -16 21 23 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00024457446005859274 -0.00036794584773882727 -0.00020818475705599847 -0.00025292918464607934 -0.00021213562488824799 -0.00029975587192818159 -8.3058009549952805e-05 -0.00011599818839027893 -0.00033366450943484339 -0.00016148675147614747 8.0495938782454641e-05 3.0535366786892096e-05 -0.00025003908253574828 -0.00015967842621748211 0.00039090306420745392 -0.00028405762726244955 -3.7168289510328729e-05 -0.00020312194526418608 -0.0002585907719515424 -2.2568474185843655e-05 -0.00018229425775661065 0.0001233144499091304 0.00016059275408903453 -1.9923605223772607e-05 5.5432450244142243e-05 -0.00021509943752316435 9.9483279164332126e-06 -0.00040180824072179111 -5.3064548318037498e-05 -0.0002056899741137673 -0.00052573581804800612
leaf_count=5567 13897 3939 31093 1561 3031 30561 18267 20386 28810 6812 8226 19317 23559 1197 7439 5040 2683 50854 3378 9041 4937 10407 6340 4301 5681 3390 1615 12953 16343 1306
internal_value=0 -0.219605 -0.190451 -0.0265291 -0.174536 -0.194079 -0.249269 -0.301568 -0.155752 -0.0569082 -0.112575 -0.343517 -0.275342 -0.0577155 -0.204237 0.0854378 -0.165581 -0.292434 -0.274841 -0.103214 -0.0692996 0.124481 -0.187203 -0.0540465 -0.068087 -0.165195 -0.176061 -0.163918 -0.217845 -0.293021
internal_count=361931 332372 232437 29559 201344 174204 78848 99935 95356 27140 20328 36592 79549 5136 50817 17008 12551 74413 22695 44539 35498 15447 42256 6984 17297 9071 43378 41763 35916 17649
shrinkage=0.000773033


Tree=874
num_leaves=31
num_cat=0
split_feature=43 1454 1452 21 1454 1461 1461 1459 691 1454 21 1451 1453 21 1459 21 1454 1452 1454 1449 1466 1455 1459 1456 1468 1449 626 21 1469 1467
split_gain=87.1655 76.5214 78.4553 78.0148 113.451 65.2509 98.5878 93.7769 63.2377 60.1298 74.1101 62.6426 57.6899 77.8354 73.8961 72.2304 76.091 61.6506 110.102 76.8395 67.0685 80.7407 64.522 61.6575 58.5578 58.4328 63.1907 58.2357 56.8299 86.6924
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 -1.6471741456694959 -0.051110432140844611 -0.3640729456269281 0.86367939756826118 1.9632967188765165 0.051602462500029832 0.33104948409706508 1.7567652095367545 0.56703492698768387 3.3620603879665567 1.3785497256249488 3.2302017972513801 2.3240884354044633 -0.12591398429191614 0.90005214643023135 1.3030628896944136 -0.27114888714012447 -0.28630806504872541 0.8703138515806228 0.15912437206817998 3.742879312526544 2.7220206540297416 2.5214482292721478 -0.93175265998113532 0.62211875780133752 0.55022885487539497 -0.3817254842551433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -3 12 7 -7 -1 10 28 -11 13 17 27 24 -17 25 19 20 22 -22 -19 -21 -15 26 -5 -14 -8 -30
right_child=-2 3 -4 5 -6 6 9 -9 -10 11 -12 -13 14 15 -16 16 -18 18 -20 23 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.8588141164033615e-07 -0.00024947578573297991 0.0024556562829833317 -0.00093857230390757905 -0.0004478633347306275 0.00013025232655319009 -0.00077826267781272104 0.00035681871670454241 0.0017051852894383391 -0.00025401320966143078 -0.00053536712819904472 -0.0015744795324320708 0.00029373365598163068 -0.00010060429737619194 0.00086726840486611083 0.0013514925129415073 -0.002693741757613291 0.00012794526418966106 -0.00053994286177357997 -0.00022990540170973327 0.00018335806722384178 0.002270386049677821 -0.00077718661031565502 0.0016291973920991754 0.0021394924997170362 -0.0013202260785330016 0.00072255876224805449 4.8443541866310431e-05 -0.0016000659694992061 0.0030378764261673017 -5.8492300172813602e-05
leaf_count=94451 74777 965 4165 10385 1882 9843 6357 437 52563 7245 571 4371 1440 8732 426 367 3319 1085 5385 5868 1861 292 713 507 369 3178 57646 1610 557 564
internal_value=0 -0.00538769 -0.0411586 0.0311109 0.39164 0.0236518 -0.0671357 -0.251662 -0.0330002 0.0191509 0.163069 -0.0798786 0.0489391 0.0587596 -0.215314 0.207494 -0.0371804 0.034344 0.154379 0.284326 0.512686 0.739349 0.181266 0.135804 0.305169 0.00644811 -0.00775699 -0.340277 0.218523 0.664602
internal_count=361931 287154 151179 135975 2847 133128 29945 10280 147014 19665 8049 11616 103183 99707 3476 12787 3686 86920 15711 10326 3951 2153 1798 6375 9101 71209 68031 3050 7478 1121
shrinkage=0.00256415


Tree=875
num_leaves=31
num_cat=0
split_feature=915 785 561 21 885 21 869 1168 727 1466 1454 401 843 1176 824 1457 797 1292 513 718 789 1361 659 1375 43 1466 21 1431 1323 774
split_gain=85.7111 81.8057 75.5875 67.7786 78.2467 63.7382 61.5019 60.1204 57.4708 57.2241 55.6282 55.5927 55.4538 53.1136 65.1707 50.947 49.2158 47.2229 45.2293 44.1898 44.639 42.2179 40.2931 41.6795 39.7967 42.6862 45.2705 42.8561 41.803 39.4256
threshold=0.35539985303639915 -0.86283290253235112 0.36051334308712851 -0.70163543588998201 1.0000000180025095e-35 -3.9164670491403295 -0.57653763495970078 0.56478982777245867 1.0000000180025095e-35 0.27725162624946764 -0.74726004084035758 0.66778437295061321 2.539957888746601 2.3182336282662397 1.3369267840617278 -0.24981860190110738 0.63961785378869596 1.4892968121444323 1.0454229551509682 -0.49030554980422836 1.1248358748350926 1.0000000180025095e-35 0.62821384419828064 1.9058216595195987 2.2744972866152193 0.048793375953514358 -0.89074317784588486 1.0000000180025095e-35 2.3286421969787745 2.0716573389763737
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 9 19 -2 29 11 -1 24 15 13 16 14 -7 -11 22 -9 21 -5 -21 -4 23 -8 25 27 -27 28 -3 -6
right_child=5 2 18 4 6 7 12 17 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-9.6908778570222891e-06 0.0023232182691419086 0.0003980955244583756 -0.00051499132746934625 -0.00047889681519215079 0.00030897997768492756 -0.00022511515648003844 0.00018364410537695681 -0.00086037734692502978 0.00059685189757847771 0.00289162401742037 0.00047827264508869347 0.00017215058492897408 0.0013495537823814466 0.0012262596846394135 -0.00088552633346982335 0.00025097609018860699 -0.0003398735863162368 0.00082734338962953873 0.00017571140699126491 7.933940463408576e-06 -0.00069916109191524431 -0.00015849969589867477 -0.0002906295335166023 -0.00085925520054864124 -0.00090325293400699707 -0.001328057532406123 0.00047874970310320797 -9.6493890851231216e-05 0.0022245573970198079 0.0014213601039484314
leaf_count=10055 319 13846 30494 25334 16283 36388 38595 13032 14068 834 10306 11934 1076 902 12304 585 17233 821 8873 25873 4341 37705 11085 2070 2144 1683 954 11125 489 1180
internal_value=0 -0.00374947 -0.0159867 0.00714469 -0.0148712 -0.0924412 0.0231455 -0.0978247 0.112215 0.0879773 0.214727 -0.0684069 -0.00595779 -0.107532 -0.119376 0.643409 -0.0138013 -0.250863 -0.0786539 -0.0836309 -0.031119 -0.101915 0.0185407 0.048796 0.032601 0.053275 -0.2209 0.0823866 0.159369 0.132776
internal_count=361931 286231 262108 185036 143070 75700 87522 75381 24123 41966 11725 61528 70059 49594 48692 1419 68983 13853 77072 55548 30214 68199 51750 40665 30241 28097 2637 25460 14335 17463
shrinkage=0.00294541


Tree=876
num_leaves=31
num_cat=0
split_feature=1371 1464 1457 1458 1097 1236 269 1454 1463 1461 1454 1459 1459 1463 1455 1010 1430 1444 1027 428 119 1456 1465 1468 1469 1457 1154 1463 758 1459
split_gain=84.9716 75.9951 75.2267 74.7282 79.7299 71.3546 61.4679 54.5208 53.9771 56.7631 70.261 58.6115 150.936 57.8458 64.3361 53.1279 53.0551 58.2499 56.8319 51.1841 47.5218 46.255 49.154 46.506 45.182 44.9732 44.7803 47.3547 44.6596 44.5253
threshold=1.0000000180025095e-35 1.5993600128483978 0.68635126017805159 2.0019660229778804 -1.2571877020351898 -0.66443602000037905 -1.2832447556410924 -0.12591398429191614 0.017504712771633606 2.8731308545368139 -0.12591398429191614 1.2659885913983882 1.0600172940573851 1.4771503405264144 0.14145834482007744 3.0713252103476614 0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35 -0.97645198802912103 0.56114696576568235 2.7040346601522836 1.5526536492403793 2.0793728249637273 2.6156269077848826 0.098295273847439121 1.0000000180025095e-35 1.4334175752012324 1.7946960378661232 2.2026343062995877
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 25 16 -7 -3 24 10 11 12 13 -10 -15 -8 17 18 -6 -20 -19 22 29 -23 -4 28 -2 -28 -1 -5
right_child=26 7 8 21 5 6 15 -9 9 -11 -12 -13 -14 14 -16 -17 -18 20 19 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00036380866774455846 -0.00053610856313123889 -0.00032373762350284651 -2.5229023116380045e-05 0.00079527079837740081 -0.00027774171405124638 -0.00031747980941260374 9.1109558734090893e-05 0.00046093434391676657 0.00041510134566382267 0.0020599304119987526 6.5668894228786419e-05 -0.00076029522765545072 0.0041185930704131036 0.0011001508612127307 0.0041655706972537785 0.0010764582640148119 0.00010793847287267913 -0.00070890648738829295 -0.00079646597268593798 0.00022223214939939308 7.1305166859517423e-06 0.0027983093066616606 -0.0011536611806822403 -0.00088921396635113596 0.0021875630308297537 -0.00075370039996777022 -0.00021975964059606709 0.00073584818797992751 0.00018992761931247023 -0.00069662622665906369
leaf_count=32102 23224 4087 27308 3764 39220 15713 77460 15622 4842 566 11189 705 352 1077 290 1612 17772 17069 2303 16417 4452 451 649 137 266 10159 23116 1977 7329 701
internal_value=0 -0.00705678 -0.0165163 -0.0325722 -0.0391491 -0.0208427 0.0207866 0.120778 0.0635537 0.150824 0.128587 0.298967 0.365742 0.270759 0.67318 0.0425898 -0.0642058 -0.0903875 -0.0565116 0.0441063 -0.201418 0.200541 0.1367 0.742279 0.000271607 -0.131026 -0.115553 -0.0512597 -0.0933339 0.208885
internal_count=361931 313614 293905 247310 241608 192018 94785 19709 46595 19021 18455 7266 6561 6209 1367 79072 97233 79461 57940 18720 21521 5702 5114 588 27574 49590 48317 25093 39431 4465
shrinkage=0.00266775


Tree=877
num_leaves=31
num_cat=0
split_feature=184 1430 1436 1469 789 807 12 1423 1442 754 853 944 1290 928 1185 1143 470 1066 421 566 705 1468 263 940 708 395 771 42 450 760
split_gain=82.9157 76.4403 152.538 99.4072 71.4546 61.0545 57.8053 52.6308 49.8059 51.0383 48.7178 45.764 45.1665 44.9304 44.1541 41.6916 41.4579 40.0328 39.7631 38.3406 38.3225 37.3263 36.4241 36.1531 38.7151 35.9563 35.9119 35.6893 40.7221 34.4229
threshold=1.384368771371848 1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 1.1248358748350926 3.5737384174799574 -0.21530916382722204 2.2885552421444864 -1.2625182715263061 2.3218875611781908 1.0000000180025095e-35 0.53713281317862982 1.0000000180025095e-35 -0.52992354128753727 -0.85533763820432707 0.2783345628009134 1.0000000180025095e-35 -0.54928301346280928 2.8614106339568113 0.32088577945436209 0.86010604286694103 2.3011637109198864 1.0000000180025095e-35 1.0000000180025095e-35 0.50568272017714522 0.66415532897360485 1.8821439160418587 1.0000000180025095e-35 0.69231615738246322 -0.2994835818415022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 6 11 8 -4 20 17 12 -3 14 -8 27 25 -5 21 -6 -10 -13 -22 24 -18 -2 -15 28 -1 -16
right_child=16 4 7 10 19 -7 13 -9 9 -11 -12 18 -14 26 29 -17 23 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.9281860305361255e-05 -0.00077849582432575157 2.1699494293325668e-05 -0.00027240805277048153 -0.00033047533660256282 -5.7491414888780113e-05 -0.0012542577206437128 -0.0002412768430754202 -0.00080162144227135146 6.2995408316843392e-05 -0.00061759311347194944 -0.0002470281899586122 0.00016147777201100535 -0.00031025060887860138 6.9676491274125657e-05 0.00071000464169341843 -0.00039089108236321297 0.0001635592775103489 -0.00079042598855212339 0.0024949697772678418 -0.00054425954177510661 2.5530787072726802e-05 0.0013433734076639765 0.00056525943616715722 -0.00072452360528232592 -0.00055339456130561095 -6.9690349926600085e-05 0.00058086246474894345 0.0017597850483607759 0.0018360546633692846 0.00027399990526843663
leaf_count=1544 14561 46774 15354 13241 12826 1157 3138 3113 43635 3737 26737 15778 19329 44968 9869 1193 9426 23785 244 8325 6034 779 9299 3818 3593 3390 4525 674 373 10712
internal_value=0 -0.00852298 -0.0486596 -0.141671 0.0206405 0.0364618 0.0399399 0.0110156 0.0207294 0.0448647 -0.171599 -0.000826247 -0.0274449 0.0826785 0.15733 0.167572 -0.134939 -0.237699 0.10042 -0.0987697 0.0579443 0.0875296 0.145865 -0.0594551 -0.00843346 -0.232385 0.0455192 0.305032 0.163842 0.189954
internal_count=361931 327143 148719 67547 178424 157273 156116 81172 78059 62705 63763 82904 66103 73212 23719 3784 34788 37026 16801 21151 58968 16557 15333 16837 13019 17951 49493 2591 1917 20581
shrinkage=0.00256415


Tree=878
num_leaves=31
num_cat=0
split_feature=785 728 263 50 712 1357 705 410 56 595 578 1465 727 1429 497 933 647 590 828 846 556 694 1450 1065 1467 719 1442 854 1047 220
split_gain=238.431 193.904 124.739 141.847 95.9535 88.1911 79.5524 73.5192 69.1276 66.4484 64.3765 59.5478 59.3414 58.1789 56.3139 64.4342 55.1853 126.613 53.0906 51.2123 49.0142 48.674 47.8459 46.662 46.0813 44.6057 44.3728 44.3111 43.6529 48.9125
threshold=-0.86283290253235112 1.0000000180025095e-35 0.66115833724634121 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 0.62883063453998334 1.644349105518915 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 0.37973282798721492 1.0000000180025095e-35 1.0000000180025095e-35 1.6127128701036082 0.68806224955729689 -0.87782724458594241 0.58895901036483078 -1.0536780337889886 -0.53268848306471728 -0.15844249786597561 1.7728219641349714 0.95337257963916655 1.0518754624258557 1.4133641467104867 1.0000000180025095e-35 -1.2625182715263061 -0.87473648844905705 2.3738149868247693 0.44974112946951844
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 11 -4 8 12 16 -6 20 21 -7 26 -16 17 -3 -12 -18 24 -2 -14 25 -5 -20 -8 -27 -11 -30
right_child=1 9 6 5 10 13 14 -9 -10 28 18 -13 22 -15 15 -17 19 -19 23 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.00016920847196176157 3.5347737571244185e-05 -9.3063449153093014e-05 -1.6252251280699173e-05 1.8475791065649623e-05 0.00030175320350475215 -1.8062315419974354e-05 -0.00014486117992139737 -0.00024396457499733406 -3.4201678335055559e-05 -0.00023847282024734505 -0.00016646923337034481 0.00010565497002371755 -0.00021008127053206697 -0.00013950714798568892 0.00031621935687844462 -5.775928393855454e-05 -4.7388234310561765e-05 0.00045998141029361309 0.00013501195178406279 -0.00014147078511698104 -6.0106725783467502e-05 -0.00022240242574771696 6.5541486905215079e-06 0.00028649008522420289 0.00024959399083216961 0.00031733496206890084 8.6577435542732856e-05 -5.4568131574539956e-05 -0.0001885754668525186 0.00073820786544034184
leaf_count=3225 7103 3957 28470 25872 3439 20356 2266 13288 30325 19629 1661 13099 25440 18586 3817 1143 23780 1188 11969 50687 21602 3129 3248 2759 1836 700 12857 5806 457 237
internal_value=0 -0.0720566 -0.0403955 -0.0687682 0.122203 -0.0190658 0.048305 -0.144765 -0.119612 -0.163957 0.160481 0.0274099 -0.192816 -0.102643 0.141501 0.320532 -0.136741 0.0831152 0.121534 -0.154238 -0.00644986 -0.0455244 -0.254648 0.148795 0.0489191 0.112536 0.0809728 -0.0182109 -0.306935 0.28548
internal_count=361931 332372 232437 183884 29559 101351 48553 82533 69245 99935 26334 62409 38920 38942 20083 4960 79612 5145 22895 74467 49310 10232 28688 21234 27708 18475 15123 6506 20323 694
shrinkage=0.000714163


Tree=879
num_leaves=31
num_cat=0
split_feature=50 194 1290 699 1470 185 519 1095 678 140 340 785 498 706 21 982 1455 1469 1154 1023 907 1065 727 620 1080 685 544 3 795 1290
split_gain=83.2353 129.167 59.2685 61.1586 56.5402 53.9752 56.5252 54.9038 53.4745 53.3981 52.7917 51.7043 48.6565 45.8872 43.907 54.8105 42.5834 41.8062 45.789 45.8825 41.6169 40.3047 51.5143 40.1223 39.8993 39.762 39.2454 37.0625 36.9503 41.045
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.8124611990991408 1.0515789206008181 -1.2126727935954851 0.45051850460492232 2.1420547332082829 3.5514530299163165 0.34708990927187483 -0.48546444577241915 2.2393646291287701 -0.86283290253235112 2.1953858096103978 -0.32759250690550812 -0.51252769393407926 2.9259986913243421 2.5522110869383945 -0.41755766134505062 0.64688600350087422 5.5066796363144226 -0.83286760306568242 1.0518754624258557 1.0000000180025095e-35 0.42363828528157838 1.323361361534652 0.58104764358843186 1.0000000180025095e-35 -0.29091864060119937 -0.29258408639884992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 7 10 25 -6 11 23 13 -13 15 -7 -4 26 19 -19 -15 22 -8 -2 -16 28 -11 -28 -3 -30
right_child=2 8 16 -5 9 14 21 -9 -10 17 -12 12 -14 20 24 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=9.4016728687020001e-05 0.00069134912659857631 8.6375452418093046e-05 -0.00044640230317666274 -0.00021029763426483821 -0.00077114997715485231 0.00048308979841243769 4.9173088807763482e-05 -0.0013772763939533875 0.00015595828219057723 -0.00032320543773415759 -0.00045494117948096968 0.0001347693292108608 0.00083118428094160418 0.00016476632153394102 4.8782296968326674e-05 0.0029065653669243627 0.0015456317871004519 -0.00069362620039168884 6.6963648736579433e-05 0.003730627757816921 -0.0001931588615756263 -0.00036277807757672837 0.00097023088047230204 -0.00011310538676878939 0.00075083107448618576 -0.00047871718480109948 -0.00029990968764164697 0.00068957950134059377 -7.0962459008438045e-05 -0.00057843162985773814
leaf_count=7603 5846 25691 11368 25914 22640 12819 2864 1296 28832 12167 8608 36655 1931 12731 19731 261 304 21026 4018 59 46583 1381 4027 2565 2498 10717 3024 3676 17123 7973
internal_value=0 -0.0591969 0.0103979 0.0193479 -0.148322 0.0346474 0.0132609 4.91978e-05 -0.00965465 -0.177566 0.00421377 0.0161482 0.00175603 -0.00545282 0.108302 0.210111 -0.148568 -0.12953 -0.203937 -0.260951 -0.0440804 0.174378 0.237784 0.173357 0.0523692 -0.0500098 -0.042993 0.114428 -0.0256787 -0.0870065
internal_count=361931 164549 197382 185710 74213 159796 124487 116215 90336 66610 114919 106311 97900 95969 35309 13080 11672 43970 25103 21085 59314 8272 6891 8411 22229 61504 18867 6700 50787 25096
shrinkage=0.00256415


Tree=880
num_leaves=31
num_cat=0
split_feature=1426 1429 1290 21 885 1453 1463 859 1458 215 1450 1450 1450 1466 1466 1458 1464 1466 1457 1431 1467 1466 1466 1452 1452 1362 675 1455 1460 1449
split_gain=81.0814 72.2412 65.0704 67.094 81.9081 62.5357 66.7252 53.8713 50.0715 49.7406 48.836 68.2493 74.929 48.2406 53.0583 47.329 51.7905 45.6728 45.5348 45.1292 43.7667 43.1666 42.925 47.0656 43.7617 42.8255 42.1132 41.6112 41.1998 46.1395
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.8124611990991408 -0.70163543588998201 1.0000000180025095e-35 0.43370469085150809 -0.052537044703927886 -0.54135187694831066 0.15681264966731423 -1.4385654002502897 -0.60233051400151494 0.074398950847232179 0.047327385624152674 -0.29222153102773374 -0.051615836820850705 -0.55959664989479319 -0.19194956937484473 2.2763907064872897 -0.21045860072163367 -0.69841165295377261 3.2089320700182484 0.28675450570750938 3.2754529010249787 -0.3127443824746548 -0.22703747551118403 1.0087403405179345 0.44359160413691395 0.21867417406107278 0.43899979083660984 -0.18734254815350851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 5 17 6 8 -6 21 -2 -8 12 -12 -7 -15 16 -16 -5 -11 -3 26 -1 23 -13 -25 -20 -9 -21 29 -26
right_child=1 19 -4 4 7 13 10 20 -10 18 11 22 -14 14 15 -17 -18 -19 25 27 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.00040671182253261329 -0.00063428736032395089 -6.4048417369535153e-05 -0.0003535280971823051 -0.00019040421603270144 0.00023633758888017237 9.9000664440249627e-05 -0.00020548169879136755 -0.00010539595200134572 0.00025144526962483905 -0.00013644876731755463 0.00080670790289740022 -0.00043668048324666561 0.0035228084507997119 0.0020769775655460065 0.0025615675567847952 0.00038926767308543515 0.00066686034387574463 0.00054226831354593481 0.00021049009425904143 -0.00050030708992762868 0.00097502603964458941 0.00042123189159482606 -0.0026292178875438024 0.0019017932285440681 -0.00086559785000975839 -0.00036197567545160324 0.00016343440013376814 -0.00010336987551784395 0.0012274070683144659 0.00058859259215032929
leaf_count=13032 4975 17194 13141 61616 32229 4168 3314 47880 7453 36392 5065 2015 219 746 572 4493 886 2076 26986 33761 967 2116 125 475 1101 5135 20668 10998 835 1298
internal_value=0 -0.0640606 0.00712086 0.0159203 -0.00433552 0.0912359 0.0446145 0.0317833 -0.0371962 -0.0168306 0.160463 0.227786 0.409658 0.23514 0.345003 0.278488 0.608035 -0.0697671 -0.00289131 -0.126684 -0.00268936 -0.120616 0.0641792 0.0938961 0.23559 0.0588367 -0.00961297 -0.170048 0.139908 -0.0174875
internal_count=361931 135441 226490 213349 165436 47913 37048 101744 22601 73488 14447 11133 5284 10865 6697 5951 1458 63692 68513 61953 69515 15148 5849 5724 3709 32121 68548 44759 3234 2399
shrinkage=0.00232243


Tree=881
num_leaves=31
num_cat=0
split_feature=785 728 871 712 784 1022 1016 921 319 578 647 590 746 727 487 828 846 747 1292 1367 1104 1428 50 21 794 990 630 1122 1469 730
split_gain=220.26 168.661 120.467 91.716 91.292 81.1895 103.124 78.9449 68.7799 63.4443 59.4851 139.482 57.0847 55.018 54.2859 52.4801 52.1247 48.4428 47.7342 59.995 47.6407 44.4704 44.0957 42.7438 42.614 41.4429 41.3837 40.4884 40.3421 39.3959
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.87905496296652397 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -1.5722412400100421 1.6304501485392697 -1.0536780337889886 -0.53268848306471728 6.1031850957970919 1.0000000180025095e-35 1.0000000180025095e-35 -0.41466901195270384 1.0000000180025095e-35 1.4829784501753427 -0.70163543588998201 -0.55929652627125603 1.09266583130301 0.23574602101832404 0.79579885031402708 -1.0470123060412753 -0.33215574005720661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 6 12 29 10 -5 11 -3 17 -9 -4 -11 26 28 19 -17 -7 24 -18 -22 -8 -15 -12 -20 -2 -6
right_child=1 8 14 9 7 20 21 13 -10 15 16 -13 -14 25 -16 18 22 -19 27 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018977634726146417 -6.2395871125399681e-05 -0.00010401057707299098 -0.00010651236052871924 0.00032223441296345593 -2.0076789115426217e-05 -5.73347457244577e-05 8.2930765297054332e-05 -0.00012463817925735372 -0.00024132704208635014 -0.000192121521491423 2.012079288677263e-06 0.00053537943710206396 -2.3090642654491889e-05 0.00019385329601605576 -0.00035914086735402257 -0.00010371392892994303 -0.00017403141119810438 0.00058909280745238928 0.00022388326419622216 0.00013791552872240026 0.00010709203773147274 -0.00012851819130991847 1.059936370405221e-05 -2.0041432235665039e-06 -5.1331936123295485e-05 0.00051079512472113541 -0.00016344956388045985 -7.8636841913173574e-05 -0.00026353230334033345 0.00011967951530766495
leaf_count=3225 4025 3939 42431 3439 21054 31055 10927 1086 20386 1661 15464 1197 5647 4128 3878 4727 46616 162 9121 6105 12707 9808 4238 38918 15559 1345 8095 1281 22539 7168
internal_value=0 -0.0768434 -0.0473412 0.11012 -0.0251502 -0.0485665 -0.108352 0.069428 -0.162659 0.147687 -0.134517 0.0938852 -0.216722 0.26596 -0.156844 0.109016 -0.152797 -0.27403 0.136195 0.0414411 -0.00746539 -0.0376585 -0.19698 0.0298244 0.00589526 0.345303 -0.0633642 0.235299 -0.285686 0.0203247
internal_count=361931 332372 232437 29559 186128 151347 68667 34781 99935 26334 79549 5136 32373 6559 46309 22895 74413 26726 21234 10832 82680 36294 50854 51625 26486 5473 23559 10402 26564 28222
shrinkage=0.000788493


Tree=882
num_leaves=31
num_cat=0
split_feature=785 470 395 264 544 713 739 1309 728 527 520 192 263 507 928 1465 1452 616 56 832 1464 1423 497 382 488 760 1454 984 821 333
split_gain=249.368 188.079 211.635 131.594 105.648 91.5313 96.1219 79.5046 69.9484 68.9888 64.5465 61.1805 56.5215 56.2094 50.7364 50.2564 52.419 48.7238 47.4556 47.0258 46.0403 49.3946 45.1318 60.1289 41.9846 41.0601 40.1615 39.0545 37.8791 37.5557
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.38646845251715672 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9849653232297506 1.0000000180025095e-35 1.0000000180025095e-35 0.66115833724634121 1.0941628986121894 -0.97827964681891932 -0.41120921193798426 0.52142301186363793 1.0000000180025095e-35 1.0000000180025095e-35 -0.56337819308047454 1.5430059779684882 1.0000000180025095e-35 1.461728259125324 1.0000000180025095e-35 -0.52562438130423439 0.38678831429687349 1.0000000180025095e-35 0.2208430286580865 -1.0305144854359449 1.0308016862606064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 7 15 13 9 20 10 17 25 14 -13 28 -5 16 -1 18 -7 -12 21 24 -9 -24 -3 -4 -22 -26 -2 -11
right_child=1 3 8 11 -6 6 -8 22 -10 29 19 12 -14 -15 -16 -17 -18 -19 -20 -21 26 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00011144155568698371 -0.00028144358668695638 -0.00012229110643505761 -5.379962352144539e-05 0.00016745300847229654 -5.8408540967048094e-05 -0.00021106355186386325 -0.00032836024588569595 -1.3618548598053308e-05 -0.00013148842495129502 0.00021081334068267187 9.3716463675367519e-05 5.9543391568428644e-05 0.00026844018967985196 0.00024576671749596717 -1.2107937474653378e-05 0.00021030757247195958 -0.00021974669940939842 -0.00038898675030690793 -3.7077292411255485e-05 -2.6568360821418212e-05 -0.00016608556302260402 -0.00016436349257922334 0.00028939179836340491 -3.3585522108108386e-05 -6.7844227932160948e-06 -0.00022322572479668417 0.00013818624751713813 -0.00012050415786533571 -2.5104648111298738e-05 -0.00025521681732067685
leaf_count=6776 3939 25561 15565 4117 8361 22051 25046 29997 26248 1927 12465 8389 4170 1572 29518 13021 1401 5140 6628 22617 1674 21725 2721 2448 30403 5866 4119 11641 6250 575
internal_value=0 -0.0747831 -0.13789 -0.0300864 0.12375 -0.248366 -0.292333 -0.0674616 -0.0685977 -0.213924 -0.0293495 0.0601159 0.176102 -0.0530058 0.0139878 0.199014 0.0730672 -0.250113 -0.213469 0.0242209 -0.102808 -0.115979 0.0140416 0.182927 -0.0887019 -0.126802 0.0787828 -0.0478031 -0.129107 0.127162
internal_count=361931 332372 155889 176483 29559 73128 61367 130289 82761 36321 56513 46194 12559 11761 33635 21198 8177 33819 28679 35082 95123 89330 35166 5169 67605 21431 5793 42044 10189 2502
shrinkage=0.000757875


Tree=883
num_leaves=31
num_cat=0
split_feature=785 728 516 1307 544 852 274 595 896 608 928 647 590 846 395 1458 333 1059 1465 1452 715 513 911 1071 199 1445 705 1466 588 630
split_gain=212.335 169.496 119.819 90.028 87.9445 86.1625 75.7126 69.8866 69.3185 65.0162 59.1555 55.4163 128.394 53.7074 50.001 49.3863 49.2485 48.8113 46.9857 52.7577 45.4691 48.5356 46.1192 50.2736 44.9382 44.3189 45.573 43.5127 43.2083 43.1809
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6294210021612947 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 1.0000000180025095e-35 -0.52992354128753727 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.0000000180025095e-35 1.0129449565542574 2.9869920577443172 1.0885083440240186 -0.41120921193798426 0.52142301186363793 -1.0520742306125903 1.0454229551509682 1.2140889731496538 -0.32553500826022114 1.7183685014587458 1.3475299883120082 1.1641903760375707 0.69604103696988961 2.250834115212506 0.17545058997979482
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 5 18 8 9 11 10 14 25 12 -3 29 -2 -10 17 -7 19 -1 -12 -22 28 -24 27 26 -4 -16 -23 -13
right_child=1 7 3 -5 -6 16 -8 -9 15 -11 20 13 -14 -15 24 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.1805302489697833e-05 -0.00024486519698731733 -9.5864369056344813e-05 8.8030506522920134e-05 -0.00013021034029668996 -5.7314244753155277e-05 7.7160938455964076e-05 -8.0006654338428153e-06 -0.0002266974608216712 -7.0142195534259174e-05 -6.6367184540562393e-05 9.9611413320052533e-05 4.4065402411456556e-06 0.00047138944916672845 -0.00014519541694851576 -0.00012283668920514662 7.2250644665513281e-05 -0.00049751811490894885 0.00028951120387137752 0.0001818620917734345 -0.00022762941911567337 -7.4050539753185978e-05 9.2821919839237505e-05 0.00022599849535275232 -0.00035825609681573538 -0.00039175856256515746 -0.00012788457065454297 0.00031015308419535357 0.00010979053369714419 0.00055583077157338526 -0.00014771100888376506
leaf_count=6776 19004 3957 12804 16333 8361 12830 23507 20323 45858 36897 6922 15051 1188 50687 13334 6021 295 2744 13021 1401 21498 4505 440 892 1535 1956 2288 2338 436 8729
internal_value=0 -0.079033 -0.0494888 -0.0107247 0.104473 0.00677072 -0.111654 -0.164872 -0.0159504 -0.151037 0.0366994 -0.136965 0.0830365 -0.154491 -0.230071 -0.0713061 0.14349 0.158566 0.173439 0.0515571 -0.0132944 -0.0509586 0.0978965 -0.223335 -0.150445 0.133767 0.16834 -0.116136 0.185763 -0.0644981
internal_count=361931 332372 232437 135822 29559 119489 96615 99935 103620 73108 51741 79612 5145 74467 36211 51879 15869 15574 21198 8177 34693 27771 6273 1332 17207 17048 15092 15672 4941 23780
shrinkage=0.000728446


Tree=884
num_leaves=31
num_cat=0
split_feature=785 470 395 885 712 203 728 712 739 729 1356 388 520 578 56 789 828 1442 689 714 810 1043 225 708 927 854 872 735 150 409
split_gain=261.503 185.693 195.489 134.685 94.5102 91.3937 71.6665 71.0961 63.6034 63.4338 63.2803 62.7123 61.1273 59.4081 58.6385 55.6606 53.1148 52.8592 51.6415 51.2065 48.0555 51.7934 58.4622 47.482 45.2021 49.1763 44.8301 45.6022 44.1676 43.9822
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35018306414905159 -0.63779424894106762 1.0605395091208547 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 0.75637635299260908 1.1703909184639636 2.3609703674020031 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.1248358748350926 -1.0536780337889886 -1.2625182715263061 -0.4288425582216272 1.0000000180025095e-35 -0.65819684525605759 1.0092399748889116 -0.3164353875426032 -0.015876348694343723 1.0483613175537825 -0.87473648844905705 0.85297537480346686 3.1554326354961759 -0.040610589549008431 3.0738817438700674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 9 -1 7 12 -2 14 10 28 17 -4 -6 -9 23 -15 -5 -11 24 21 22 -19 -12 25 -18 27 -14 -3 -22
right_child=1 3 6 11 13 -7 -8 8 -10 18 15 -13 26 16 -16 -17 19 20 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017666357100859051 -5.0274823598195527e-07 -8.1980083381419768e-05 -9.9193226767409616e-05 -0.00010455827115007151 0.00031307566348188516 -0.00032588439452558627 -0.00013774823607632042 -0.00018692956897563254 -0.00028756561666622128 -1.3221795480824486e-05 0.00022267791891330247 -0.00036892504181829555 -2.7266976153640331e-05 -0.00017432554596128998 7.388069389231055e-07 -0.00016673794257689471 0.00033705522989289357 0.00013718356257974758 -0.00014680283594409045 0.00017281119846538842 0.00011113898557457698 -0.00018068129808695459 -4.9811968291955312e-05 -1.297442317735073e-05 0.00033099154411095756 -7.3970279484409125e-05 0.00011819727685732031 0.00044918989820147691 8.1648866547939503e-07 -0.00039543832120936804
leaf_count=3225 7746 44472 21431 5927 3439 20163 26248 21868 16664 11223 5025 1141 27410 1661 6687 1911 713 6719 34343 13797 25028 2813 7952 3345 863 5861 7244 428 26024 560
internal_value=0 -0.0796776 -0.142275 -0.0353349 0.123453 -0.248419 -0.0758812 -0.201266 -0.24309 -0.0756117 -0.0421256 0.0500603 -0.0362158 0.161314 -0.176563 0.105378 0.124032 0.0593682 -0.146803 0.151247 0.0810824 0.00288518 0.0495133 0.173645 0.0209549 -0.0363239 0.0157972 -0.0241228 -0.0658319 0.13638
internal_count=361931 332372 155889 176483 29559 73128 82761 52965 45219 126343 80777 50140 56513 26334 28555 10281 22895 48999 45566 21234 43072 17484 14671 8370 7437 6574 35082 27838 70496 25588
shrinkage=0.000757875


Tree=885
num_leaves=31
num_cat=0
split_feature=785 125 50 194 712 1362 126 1470 497 602 816 203 1469 1470 578 828 1426 609 181 1323 1354 723 1065 56 830 915 284 807 719 854
split_gain=246.121 175.75 182.053 97.0425 93.4711 92.8261 92.5317 85.5093 70.8978 70.0193 65.6362 65.0917 63.877 62.897 60.9333 52.3785 51.3781 50.6353 50.1713 50.1696 49.941 48.8184 48.0228 47.8004 47.65 47.3763 47.2372 45.5265 44.3899 44.2049
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -1.3309395413702885 1.7001250133015622 0.66849908449309148 0.98567350059335823 1.0605395091208547 -0.61819632934197222 -1.2126727935954851 -0.87905496296652397 -1.0536780337889886 1.3963709736238232 2.9086430321303127 1.0000000180025095e-35 -1.1856193027966613 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 1.0000000180025095e-35 1.1506748530419184 -0.40124831324906585 -1.0597622724945783 3.5737384174799574 1.0000000180025095e-35 -0.87473648844905705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 12 8 -2 26 17 16 23 27 -7 -6 -16 20 19 -15 -8 -5 -10 28 -9 25 -14 -3 -4 -17 -30
right_child=1 6 5 10 14 13 9 11 21 -11 -12 -13 24 18 15 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00017676191473777931 5.4849179162751945e-05 -0.00021675186461648623 4.5081251049792626e-05 -6.6656334928886986e-05 0.00030390053996016899 0.0001139287291436006 -0.00030912850131247378 -0.00019974319479402599 -4.5309821483422386e-05 -9.9902091930506549e-05 4.4077952597457463e-05 -0.00033241707890556107 -1.1002574677464706e-05 -9.0336932318580936e-05 -0.00017487026494694346 0.0001358041229827463 -0.00031076641168813462 -0.00019459029714092004 -0.0002218311806539353 0.00013282505308604385 -0.0002240636362329372 0.00020466572010915303 0.00029638311600005163 -5.3297717763101863e-06 6.739462102567255e-05 -0.00011169665903769393 -4.7234343421739331e-05 -0.00062177071084905096 0.00032504909956371952 -6.0720964490037954e-05
leaf_count=3225 3331 5497 30438 28227 3439 3165 739 41801 3264 4334 7108 18181 21301 41656 1661 11969 4205 1096 11796 20921 8220 3801 2759 4289 7510 27786 33428 278 700 5806
internal_value=0 -0.0808448 -0.110892 -0.186734 0.116281 -0.0626395 0.00668531 -0.257465 -0.0535061 0.0967059 -0.115806 -0.284115 -0.0209143 -0.135812 0.153998 0.116212 -0.154611 0.140971 -0.155513 0.162856 -0.129962 0.129399 0.143264 -0.239642 -0.0651939 -0.0903612 -0.0913814 0.0535897 0.106529 -0.023675
internal_count=361931 332372 259292 115362 29559 143930 73080 67602 45990 27090 47760 64271 87313 56617 26334 22895 40652 22756 53452 21660 36447 7065 21234 46090 56597 49087 38925 30716 18475 6506
shrinkage=0.000743015


Tree=886
num_leaves=31
num_cat=0
split_feature=785 125 50 728 728 1362 964 126 497 694 1469 602 332 1470 578 609 21 678 830 723 915 56 1323 677 878 181 284 1122 807 789
split_gain=226.367 167.491 177.528 98.1651 96.6691 92.9029 92.3909 84.7085 76.9428 75.2002 72.1838 69.9491 65.8689 62.6391 61.7425 55.8664 55.1524 53.8607 50.9432 50.5116 49.5108 49.1701 48.9713 48.3587 91.2062 48.0182 46.6037 46.2778 45.8075 45.4166
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 -0.49008176997875957 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.7001250133015622 2.1748273896674011 -0.61819632934197222 0.66849908449309148 1.0000000180025095e-35 -1.2126727935954851 -0.87905496296652397 2.9086430321303127 1.0000000180025095e-35 0.34708990927187483 1.1506748530419184 1.0000000180025095e-35 -0.40124831324906585 1.0000000180025095e-35 -1.1856193027966613 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0597622724945783 0.79579885031402708 3.5737384174799574 1.1248358748350926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 -1 10 12 8 26 -2 28 15 -5 -7 -6 22 27 -14 20 -10 -12 -8 -9 24 -18 -15 -3 -16 -4 -28
right_child=1 7 5 6 14 13 21 11 19 -11 18 -13 17 25 16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00018736367256756619 8.9634062693398747e-06 -0.00022921910463513046 5.2244935051497409e-05 -0.00028474411865636102 0.00032142604412834479 0.00012097665704247516 -0.00016243911544048083 -0.00032602334048481649 -4.3870521590033458e-05 -0.00027404332494234768 -1.251682547581264e-05 -0.00011000757225382299 -0.00021967984860225863 -9.5824763640798785e-05 4.9704514383831221e-05 -0.00022651456020098448 -0.00012637219926580793 -5.1056704266331892e-05 7.4154233073864809e-05 0.00022593235075336185 -0.00012172862475030625 -9.0054643504677698e-06 0.00013752734740896946 0.00025751948533212648 0.00025744245038945948 -0.00023241931866116219 -2.7015021611826303e-05 -0.00023379373099753045 -0.00065747444195212714 -0.00021181421396777815
leaf_count=3396 17908 5497 30438 39624 3407 3165 16176 739 3264 4337 21301 4334 18128 41656 8031 1096 3259 8409 7510 3801 27786 10780 20921 6571 3041 11796 28986 1854 278 4442
internal_value=0 -0.0800825 -0.109436 -0.184436 0.109123 -0.0618193 -0.221936 0.00534999 -0.0522392 -0.0488303 -0.0200855 0.0914705 -0.278606 -0.135032 0.149038 0.135715 0.110921 -0.198075 -0.0671267 0.138233 -0.0931375 -0.114126 0.158708 0.199929 0.0751528 -0.154702 -0.0917064 -0.00258687 0.0591489 -0.0640846
internal_count=361931 332372 259292 115362 29559 143930 93117 73080 45990 22245 87313 27090 66161 56617 26163 22756 22756 26537 56597 7065 49087 26956 21660 12871 6300 53452 38925 9885 30716 33428
shrinkage=0.000788493


Tree=887
num_leaves=31
num_cat=0
split_feature=612 733 423 1450 50 872 1358 1467 624 681 51 547 12 1460 1463 1468 1468 692 1458 1312 21 50 906 209 1456 1469 56 1462 74 21
split_gain=85.3929 74.716 72.5418 62.005 52.1435 47.8278 47.4542 44.5832 42.5018 44.1464 44.8654 47.1171 41.0206 46.7624 45.7098 54.4078 42.0459 40.9868 40.7082 45.5769 38.4898 38.1477 37.8388 36.9722 36.7305 42.9707 36.5903 36.3064 41.0845 36.2472
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.26303606961368176 -0.33386868244407664 0.55630078546380823 0.85297537480346686 0.48172645892998917 1.4133641467104867 -1.2867043653583499 3.5711739485310314 1.0000000180025095e-35 0.98135085155200674 -0.21530916382722204 0.14860921938669633 0.093599294775546141 0.38892790084257617 1.5815342945870006 -0.34318097921139251 1.5460827014339922 0.36958182597131489 -2.9709283393608152 1.0000000180025095e-35 -1.43490481160448 -0.81537472365071806 0.9901232371825377 0.77447207204842516 0.58160213896575708 1.1061400540281336 3.4049181668780508 -0.70163543588998201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 7 17 29 27 10 11 -10 -5 14 15 -14 24 -4 19 22 -12 -20 -3 -24 25 -15 -8 28 -2 -1
right_child=8 18 4 12 -6 -7 26 -9 9 -11 20 -13 13 16 -16 -17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0001808369653156622 -0.0013217286573981091 0.00094262648312035829 -0.00062621323539133926 6.3434426933049599e-05 0.00014114695384909661 0.00028988907240621366 -0.00012000276695214251 0.00060820917667610188 8.0895367618354558e-05 -0.0011655737529511617 0.0053643210486194297 -0.00093490698394715422 -9.5465325562157685e-05 0.00051464937735515607 0.00052922423381841332 0.00068607098666639734 -0.00056311322236859886 -0.00020522483693822909 -0.00041127470652776391 -0.00066006456034524777 -0.00061682997024204735 0.00099520656137949757 -0.00066661029411960648 -0.00012157392630289476 0.001899341091369497 0.0018561443141775062 0.00063954569445441502 0.00079097035157401794 0.0070651043543905551 -0.00023529366467877125
leaf_count=11571 5713 1375 18691 47124 18061 13821 12426 3215 19122 3458 30 3214 19439 7566 12311 4356 971 28500 1675 16624 13304 1989 9493 30862 1028 1086 3336 621 32 50917
internal_value=0 -0.00939774 0.00573822 0.0298852 -0.0505527 -0.0150581 -0.0839226 -0.0405058 -0.123695 -0.0970672 -0.0736971 -0.0124886 0.0668253 0.110603 0.0736091 0.0179937 0.231324 -0.120511 -0.0867566 -0.103785 -0.195643 0.142177 -0.0633316 -0.0772591 0.272205 0.226608 0.0247304 -0.342869 -0.418792 -0.0538819
internal_count=361931 316437 254419 173405 81014 79524 62953 65703 45494 39128 35670 22336 93881 46757 36106 23795 10651 47191 62018 58354 13334 3664 41730 40355 9680 8652 15762 6366 5745 62488
shrinkage=0.00300432


Tree=888
num_leaves=31
num_cat=0
split_feature=785 516 789 928 728 470 507 689 864 691 544 1038 796 911 912 858 906 50 21 455 854 507 215 353 564 705 854 797 706 775
split_gain=85.7703 89.7731 65.8592 66.7768 109.099 86.7212 82.8055 67.525 65.5725 65.0847 61.8886 59.8076 59.4089 60.5306 58.8321 54.4983 54.3106 53.7134 50.1616 49.3315 44.2172 44.192 42.5335 42.2741 41.1298 41.0994 40.7095 60.9489 46.477 40.6196
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 -0.52992354128753727 -1.3163276726681863 0.66595742291584703 1.0941628986121894 1.1511195098725142 0.72275257928592751 0.15595171202395139 1.0000000180025095e-35 1.5197873595272351 -0.75739456769098112 0.77693903076620996 1.5201729453194983 1.0825608069246189 1.0000000180025095e-35 0.55630078546380823 -3.9164670491403295 1.0000000180025095e-35 -0.87473648844905705 0.22202972584594274 -0.046584000015651154 -0.88297773822461545 2.1518408528082529 0.47036415105669754 -0.87473648844905705 0.63961785378869596 2.5612687118602371 0.87269321999046678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 9 3 8 6 14 16 -8 11 19 20 25 -7 15 17 21 -5 26 -11 22 -1 -14 -2 -21 -4 -3 27 -6 29 -28
right_child=1 2 24 4 5 12 7 -9 -10 18 -12 -13 13 -15 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0013170675302936372 -0.00020379986275191297 6.9030139553521674e-05 -0.00039879172190060148 -0.00029739023083768791 -0.00038321539912497012 0.00071370571479355282 0.0014762939914610396 -0.00099334809081727819 -0.00031558515917687763 0.0024184575416917133 -0.00020975191794475798 0.0010095038139981292 0.00092704743290858774 -0.00058655834723867926 0.00022244595718368059 -0.0007953253277728754 0.00053230771340249234 -4.3729960638228118e-05 -0.00048918521369726003 -0.0010008271283035493 0.0003506909436940287 -9.0698499607729148e-05 0.00016491206609338066 -0.00025798921817117776 0.00086500160041825614 0.00049029707952428885 -0.00046412159947446997 0.0015226963455804783 0.0022124070472466237 -0.0010284505151564537
leaf_count=2141 32920 26122 22622 6387 2724 6348 3717 568 8102 208 8361 4575 4072 4811 9227 1587 7732 16937 49034 6356 19057 2807 28028 23733 1102 16438 35975 999 315 8926
internal_value=0 -0.031312 -0.00167456 0.0138616 -0.0178745 -0.0498002 0.132766 0.384718 0.0748795 -0.0784129 0.0873811 0.106126 0.0680942 -0.00893818 -0.0890982 0.0950847 0.0499179 -0.115017 -0.152947 -0.0432553 0.14644 0.170749 -0.00757727 -0.125184 -0.109069 0.0794381 -0.159083 0.0642177 -0.180741 -0.187451
internal_count=361931 332372 192093 168369 113132 94728 18404 4285 55237 140279 29559 47135 19625 13277 75103 8466 14119 65876 49242 91037 21198 6879 60948 30089 23724 42560 48939 3723 45216 44901
shrinkage=0.0030644


Tree=889
num_leaves=31
num_cat=0
split_feature=470 602 739 1464 626 1467 1359 789 1454 1020 1454 527 333 21 945 294 1462 967 348 1463 886 705 981 73 754 1453 1460 1469 48 1457
split_gain=84.0958 140.901 75.6995 66.6603 67.0242 63.9851 60.7476 60.743 62.8428 58.1743 54.9823 53.38 49.9463 47.8172 49.7096 47.4172 46.9473 45.3706 44.7792 44.6415 44.1959 42.4029 39.2126 39.2106 38.3397 37.5043 36.9485 36.1358 35.9389 35.5931
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5993600128483978 -0.31839690630110712 1.4788072840855835 1.0000000180025095e-35 1.1248358748350926 0.50933602050530713 0.44670980992553178 -0.2363894608792538 0.86558768754863191 1.0308016862606064 -2.9709283393608152 1.9181452473571214 0.34538474674390146 1.0525515758509212 1.4952865769287931 0.37867064362204989 0.34874662877675894 1.3656841161399589 0.84297453113901832 1.7722402912473476 -0.1338629206770732 0.58202745711681114 1.0969950498647898 0.058427274985338513 1.6596426661524915 1.8372674881307383 -0.40593421939817159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 11 17 8 10 18 21 20 -13 -3 15 23 -10 -2 25 -7 24 26 -9 28 -1 -4 -6 -12 -15 -5
right_child=3 13 9 29 7 19 -8 22 16 -11 27 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00031914339776668518 2.4482713988403262e-05 0.0029708624374396057 -0.0015008983856178854 0.00094297455268949428 -0.00010754331079276195 -9.5869223204368914e-05 -0.00046448766596017348 -0.00039875667199800678 -0.00039286101237392409 -0.00024744174610575806 0.00058344418423025466 0.00043649320753123789 -0.00091676298407831645 0.00027009209730374654 -0.00082958357131385023 -0.0003339929984665298 0.00049938062713447326 -0.00073818280157669064 -0.00047619164866790644 0.0017364845701945762 -0.0012853276084056971 0.00049911574560573629 0.00087266274053658037 -0.0001181829857275788 -0.0014073397649370437 -0.00013450514664878007 0.00040018059317792429 -0.00072215852321081439 -0.00080111870980614937 0.00020908497178791124
leaf_count=27655 49735 205 16538 4662 28183 1777 24143 14118 12406 8159 22338 7080 1701 38195 4224 17856 3134 4595 6530 1362 4979 10058 1055 27712 3182 1708 8805 1029 1716 7091
internal_value=0 -0.0596903 -0.145205 0.0100999 -0.000701833 -0.0857876 -0.0501145 0.0345433 0.0559085 -0.254242 0.083257 -0.111331 0.0460897 -0.00418926 -0.0070269 0.00391234 -0.0636547 -0.0104448 -0.334158 0.245419 -0.159625 0.040627 -0.0920245 0.0292732 -0.125849 -0.419555 0.00515075 0.165717 0.0716425 0.159652
internal_count=361931 170579 80671 191352 179599 47736 78473 101126 85953 32935 70413 44597 8781 89908 89703 85479 15540 54330 24776 3139 35816 47046 15173 67623 30837 18246 36988 23367 39911 11753
shrinkage=0.0031882


Tree=890
num_leaves=31
num_cat=0
split_feature=1431 728 659 705 908 1104 813 550 497 1049 50 1150 803 993 771 708 785 710 1458 1021 388 552 377 588 639 1453 570 158 1449 1449
split_gain=82.1174 81.8245 70.2421 65.1675 63.6838 63.4834 56.1189 54.8586 53.2586 45.5048 44.4263 46.4501 43.6857 46.4566 45.8928 42.9994 42.7191 39.6906 39.2905 38.9323 38.0995 37.9787 37.0298 36.8531 37.7831 35.6717 35.1948 35.0859 34.9716 34.2263
threshold=1.8641952677858011 1.0000000180025095e-35 0.62821384419828064 0.89008618839080589 -1.5061803231157327 -0.35912262658349597 1.0000000180025095e-35 0.29966714842153758 2.4192885550665473 1.261689008203277 0.55630078546380823 1.0000000180025095e-35 1.9682860324222273 -0.89727091510114898 2.1044043402245265 0.45119147417564637 2.9970139449733542 1.8739714802800056 -0.24405659694353735 1.0137768089431767 1.0000000180025095e-35 -1.4226712411519287 1.4210717172751071 2.250834115212506 2.7394155868438115 0.43370469085150809 0.36667329746944549 -0.82017196288825278 0.84872594346425301 0.47799573524751798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 18 20 10 12 -10 11 25 13 22 16 19 23 -9 21 29 -3 -1 -6 24 -15 27 -17 -7 -29 -8
right_child=-2 6 -4 4 8 7 15 17 9 -11 -12 -13 -14 14 -16 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012052437150338938 -0.00052468344405187911 -0.00029332703321529251 -0.00020697282542409798 -0.00077374194713154929 0.00052064458563357008 0.00046859529682042548 -3.4537890773241401e-05 0.00029187393034033608 0.0014326198214059944 -0.00041584546019869867 0.00027880555784013224 -0.00032022602624898943 0.00092036463533994798 -8.2399039828599798e-06 0.00070116464435278608 -0.00017431672780945237 0.0010784099884978437 0.0013162459078883328 -4.7852241605093598e-06 -0.00045737731961735306 -0.00083910540501310913 -0.00026449740893401858 0.0019928219633830861 0.00066662428389051016 -0.001424137912909328 0.00041247105765078148 -0.0010996440282783466 -0.00022687320320234533 0.00043548021904627967 0.00038206465333797117
leaf_count=2030 16755 34802 39344 2653 4706 4105 35104 17796 2007 524 15719 20701 2671 31668 4342 4532 1314 1190 29073 6973 9633 26253 669 2321 800 7501 3389 20933 3093 9330
internal_value=0 -0.0115397 0.00895842 0.0252986 0.0889527 0.00115872 -0.069992 0.03645 0.103582 0.389933 0.0064722 -0.0252418 0.0870075 0.0706141 0.0458207 -0.0256675 0.0211999 0.131865 -0.057342 -0.00291122 -0.141398 -0.118438 0.258786 0.00675192 -0.0136295 0.0205654 -0.198389 -0.0165541 -0.0490745 0.0214727
internal_count=361931 345176 241413 202069 53675 148394 103763 91038 51022 2531 72052 56333 48491 45820 40445 59328 36103 18986 57356 51407 44435 28283 5375 34789 32468 35632 7921 28131 24026 44434
shrinkage=0.0027211


Tree=891
num_leaves=31
num_cat=0
split_feature=943 50 56 789 1375 836 792 928 942 678 1470 1461 203 1298 1031 671 685 72 1311 651 544 912 1453 1099 1466 1463 1457 288 996 843
split_gain=79.3745 72.2632 122.967 53.1857 53.9824 51.1608 59.2915 51.5629 56.8915 51.2537 50.6055 50.4245 47.746 45.1059 44.6319 44.5037 43.8494 42.1115 40.4684 39.0919 37.9417 37.0005 40.3602 36.3962 35.9565 39.0256 36.2967 35.9154 35.6605 37.0203
threshold=1.4693784537238983 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.59806352348768188 1.0674639720252068 1.0000000180025095e-35 -0.52992354128753727 2.231519495564001 1.0000000180025095e-35 -1.2954595170378473 3.73359707672779 1.6436232400911501 1.0000000180025095e-35 1.3639589500853952 0.66766422009387627 0.58104764358843186 -0.78513032087958678 3.1487438132378309 1.1107569744011787 1.0000000180025095e-35 1.5488002574890178 1.3493607039916962 -0.2911445864276907 0.45502499280034486 0.36944779107197662 1.1311994888241439 -0.25705749870285982 1.0565563832172893 2.0054490827892364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 7 20 8 9 18 -1 21 19 17 16 -5 -2 -4 -3 -12 -7 22 -9 -19 25 -6 -27 -15 29 -21
right_child=14 3 13 15 24 6 -8 11 -10 -11 12 -13 -14 27 -16 -17 -18 23 -20 28 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0002067981057817479 -8.7272396836881051e-05 -4.5374086274738116e-06 -0.00064761198207445765 7.220232899689243e-05 -0.00049133568684067729 0.00046288047568268485 -0.0004274133167203848 -2.1100198510366722e-05 0.0011526305537457532 0.0004877176998354289 -0.00044509615844814726 0.0012380345907202347 -0.0010414171875386146 -5.8886187350775998e-05 -0.00084357814857997611 -0.00047953043866687625 -0.00085328805808946098 9.5377221746482523e-05 0.0023915045420939405 0.00019850319077929351 -0.00027643819050460531 0.00043833006795774518 0.0005015443277595487 -0.00039394516078618285 0.00027378866749120458 -7.0724545010664822e-05 0.0014680215288745504 0.00026194568893841058 -0.0014858991724500269 0.0026529015534018465
leaf_count=4876 17008 15794 7166 9757 14530 6546 10837 61989 2597 19252 48246 1189 9844 23674 9842 11636 4593 17005 245 3820 3940 7979 5272 9289 4659 3298 642 25748 463 195
internal_value=0 -0.00811867 -0.0475264 0.0197187 0.0332676 0.0485739 -0.0462977 0.0667449 0.129798 0.106432 -0.136113 0.0339118 -0.160258 0.0033767 -0.139539 -0.081968 -0.084586 -0.0629052 0.0125992 -0.135378 0.0691098 0.0264417 0.00894877 -0.0245698 -0.070265 -0.118784 0.0778089 0.0426717 0.0601469 0.126193
internal_count=361931 330488 150326 180162 158769 135640 21323 114317 37888 35291 67444 76429 62568 82882 31443 21393 21601 33460 16039 52724 10486 75240 67261 26294 23129 18470 3940 49422 4478 4015
shrinkage=0.00277552


Tree=892
num_leaves=31
num_cat=0
split_feature=1430 1298 746 1016 1444 651 890 785 498 578 708 60 320 843 672 1319 620 522 1450 428 1430 1022 1431 1465 1458 21 964 294 838 1469
split_gain=77.7076 127.336 108.58 91.3156 68.6954 67.7306 63.2797 59.6798 58.1187 71.2695 53.9141 52.4448 46.6573 48.1938 45.8944 45.6154 42.2761 43.104 41.6951 41.6521 42.8759 41.05 38.9778 38.7372 39.9057 42.2743 37.1363 38.9724 36.4003 35.9856
threshold=0.54622893720785959 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 0.61050815248025436 1.1107569744011787 -1.0182342416987082 -0.86283290253235112 1.5674918557501278 -0.87905496296652397 0.65358753075264209 1.0000000180025095e-35 0.88160724310766836 2.2892590682533238 -0.65546635319905777 -1.9061454630617805 -0.43590413231259101 -0.71745339412579689 0.88343564287383192 -0.92361605113987999 1.0000000180025095e-35 0.67527595557081987 1.8641952677858011 -0.55469564984028363 -0.24405659694353735 0.2439032738895319 0.80745641784395206 0.61250260437630788 -0.78378992664579661 -1.3263328046252252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 16 -1 23 11 -10 21 12 13 22 -7 -16 -2 -18 19 -8 -21 -4 28 24 25 -3 27 -5 -9 -13
right_child=5 7 10 26 -6 14 18 8 9 -11 -12 29 -14 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010798720264849982 0.00041992038688508593 -0.0015772550780825195 0.00041197540640378066 -0.00011465422287496737 -0.0012267429588787371 -0.00085969077399428574 -0.0010832453526452078 0.00016546503022928926 0.0019871776432665552 0.00024911791344304861 -0.00073778054100103808 0.0016688426194342862 0.00026868400960646237 0.0010204583268774345 0.0033326548230674892 -0.00010494769102999146 0.00038888777048306708 -2.3899025241222113e-05 0.00019120597805800292 -0.00048188517809406926 0.00010908299278207868 0.001630328008510995 -0.00077946290183046759 0.00064887609455925382 0.00050935237693876549 0.00025790059988482636 0.00030082278415044365 -0.00067954124122039195 -0.00014810822579672535 -0.00047749248007795497
leaf_count=13515 21005 1051 4384 32757 9010 4098 5612 19754 911 9424 1319 280 18791 1454 135 7143 13611 39055 5524 30880 6513 1239 4315 8695 2064 885 6449 7475 66716 17867
internal_value=0 -0.036062 -0.0956589 -0.116072 -0.179355 0.0395572 -0.15193 0.00471945 -0.00928469 0.142043 0.154233 -0.0228935 -0.00639327 -0.0273342 -0.113861 -0.0102174 0.0636179 0.0298572 -0.120799 -0.147951 -0.121685 0.237105 -0.0341948 0.14172 -0.0291632 -0.246464 -0.0427441 -0.0708638 -0.0250293 -0.145646
internal_count=361931 276884 124677 117735 71054 85047 62044 152207 139512 10335 6942 129177 111030 92239 11376 7278 73671 52666 48529 43005 37393 5623 90785 12695 4000 1936 46681 40232 86470 18147
shrinkage=0.00294541


Tree=893
num_leaves=31
num_cat=0
split_feature=1147 51 785 21 187 1450 1450 915 1458 869 705 21 1458 1459 1449 1449 1469 1467 1467 1466 1466 1465 1467 1455 1451 1457 1457 1457 1454 1465
split_gain=76.8976 71.4432 69.3996 65.8731 78.2453 67.4895 66.5341 63.9755 59.2428 53.8335 50.7235 49.6732 55.435 47.9067 78.7512 75.8813 71.5549 58.1814 76.4173 60.3322 88.1704 67.2569 53.6288 67.5773 51.858 50.8935 47.3385 47.2527 54.7633 48.3359
threshold=1.0000000180025095e-35 1.8613588887694643 -0.86283290253235112 -0.70163543588998201 1.1282120477717485 -0.2957953744690755 -0.2485810560534433 -0.4125980357433478 2.6054386111478895 -0.57653763495970078 0.024944846130704988 0.2439032738895319 -0.14554587881095421 0.34389603183799372 -0.351202439492452 -0.41360575089286639 -0.94079183474878747 -0.27363985601190011 -0.72874158601440431 0.18887832110550515 -0.19233019170912186 -0.17812979263601394 0.33834051249941316 0.99585112258034558 3.4114232730441794 -0.54905437150794734 3.9189526428767678 1.2180895490156352 0.50933602050530713 -0.070053018096836298
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 7 5 9 11 -4 13 -5 -1 -7 -13 16 15 22 -8 18 27 20 -20 -21 23 25 -17 -15 -16 28 29 -18
right_child=-2 -3 3 4 -6 6 8 -9 -10 -11 -12 12 -14 14 26 24 17 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.6304784421462406e-05 -0.00030208202744771512 -0.00060765340522763063 0.00044957616144948375 0.00017281196905418258 -0.00054821047604031138 -0.00014422092557692158 0.00042033121988262521 -4.0861457333100081e-05 0.0010831175819300408 -0.00028417245101217071 0.00063270967529546719 0.00076329274938852871 0.0028339441048566769 0.0026599977509244002 -0.00012365635407985204 0.0046956947360463101 -0.00065030121193683196 -0.00050190506047964264 0.00069189206246437064 0.00072824801660294376 -0.0012123105320737276 0.0038074487501831866 -0.00025617258336061425 -0.0011212727305054554 -0.0037733251464570866 0.0009517450098165762 0.0027284385272773608 0.0010140431976953452 -0.001429131948877112 0.00033878809957337209
leaf_count=8397 71440 13180 30106 17182 20599 1548 11277 34391 2466 67792 15628 1841 957 1057 10778 324 6671 22090 5902 1027 1729 537 1987 663 53 3159 256 1317 2667 4910
internal_value=0 -0.000872435 0.00591898 -0.00545989 -0.0254699 -0.0108136 0.0324951 0.0587385 0.0180783 -0.0549534 0.113478 0.291475 0.449694 0.00645921 0.0984478 0.265833 -0.0255795 -0.0651963 0.00819059 0.162084 0.0798484 0.534313 0.214388 0.33063 1.14187 0.420533 -0.0135978 -0.0898534 -0.12906 -0.0626427
internal_count=361931 290491 277311 253286 188789 168190 83216 64497 78870 84974 24025 4346 2798 76404 18277 7243 58127 46850 24760 9195 7631 1564 6866 4879 377 4216 11034 15565 14248 11581
shrinkage=0.00338335


Tree=894
num_leaves=31
num_cat=0
split_feature=184 1467 746 878 1454 1465 1010 130 959 185 21 1466 984 150 21 957 354 497 912 975 1467 1467 1457 823 51 1458 747 886 852 738
split_gain=76.1019 65.6944 64.5696 55.9085 54.6804 52.9281 53.6865 52.3135 52.0085 51.8988 50.9712 50.4532 49.8651 48.2622 51.2946 53.6214 47.4449 48.0018 44.613 43.2618 39.9689 50.9856 39.8279 38.262 39.3263 36.5745 35.8854 39.2855 40.6061 36.7072
threshold=1.0000000180025095e-35 4.0242090356330973 1.0000000180025095e-35 1.0000000180025095e-35 -1.0936914102283182 3.116712650924125 3.0713252103476614 1.0000000180025095e-35 -1.2907225086880219 0.45051850460492232 -3.9164670491403295 1.5748972947834672 0.93177101755727243 -0.56558462267676812 -0.32341995197817647 1.0000000180025095e-35 1.3487782910653534 1.4974877722517597 2.0688630952352867 -0.94789604754249435 -0.44899544734167229 -0.22023664855122008 3.9189526428767678 2.7559558503392179 1.8613588887694643 1.7240176626431569 2.2668746584208797 1.0000000180025095e-35 -0.22706799479215015 3.5871651185081377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 -1 6 10 9 -2 -4 -6 -3 13 -12 15 18 26 -18 23 25 22 -22 -7 24 -15 -10 27 28 -16 -30
right_child=1 11 7 -5 5 20 -8 -9 19 -11 12 -13 -14 14 16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0028612880775646969 -0.0012927110157008213 0.0018420602172953468 -5.5389793910101791e-05 -0.00017413138295984648 0.0019771600796263528 0.001463375132658272 0.00072343946940652546 -0.00028200604132506171 3.0641772613696707e-05 0.00037655938208907327 -0.00011586641436922202 -0.00076492003569517727 -0.00023546874121581349 0.00036417940671250087 -0.00010891922199146788 -0.00034106222832140654 0.00025856064469271216 0.001542499047897038 0.0014739407463738871 -0.00057169280292961489 -0.0027270894755230227 0.000354580833491189 -0.00076499269476338857 -0.00043984340397588474 -0.00058852967843884088 0.0025733916868569372 -0.00044631367039429248 -0.00017380783593021922 0.00020841268189292106 -0.0016552190722342185
leaf_count=216 7493 795 35721 34708 326 1607 2702 23058 3485 11217 55747 309 27330 31214 20592 5341 6750 858 871 19361 157 1935 237 2658 1624 197 5258 26164 33671 329
internal_value=0 -0.0604727 -0.0657201 -0.127043 0.00875561 0.00978091 0.00494436 -0.0216141 -0.223936 0.0199847 0.00077455 0.458701 -0.000671533 0.0113033 0.0325007 0.0974068 0.00522122 0.17093 0.124242 -0.175913 0.245343 0.0501772 0.464457 0.111684 0.129518 0.0864989 -0.0088157 0.00249476 0.0336141 0.0765704
internal_count=361931 136344 135240 65244 225587 225371 221435 69996 30536 46938 218733 1104 218407 191077 135330 41708 93622 7608 36367 23043 3936 2092 1844 35496 32838 3682 86014 80756 54592 34000
shrinkage=0.00251388


Tree=895
num_leaves=31
num_cat=0
split_feature=484 21 1430 1436 1469 789 393 832 1459 697 859 1049 899 481 1105 752 1177 83 705 146 271 797 419 414 1456 1091 1154 1429 555 200
split_gain=75.2409 78.2446 67.7993 114.51 98.6704 61.3513 54.2713 54.5713 51.9037 49.9627 47.7895 47.0244 48.5407 46.6661 45.2353 44.394 44.2434 40.0097 40.0938 39.8776 37.9929 37.1005 43.3779 36.9148 36.7454 36.2408 50.5294 47.2244 42.7604 39.8047
threshold=0.40243943359777712 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.1248358748350926 1.9306075413196593 -0.60943366056123816 0.71505107648705846 1.6777125996633273 -0.54135187694831066 -1.2677113534733968 1.7472385170412366 1.0000000180025095e-35 -0.14316960949522525 -1.0752335520519363 -0.34968460811261221 -1.1793038230091231 0.29476615584548899 2.1160385634367458 2.2544765320025699 0.63961785378869596 -0.2993356748415878 -0.96671228699003031 3.5267996248326976 1.0000000180025095e-35 1.0000000180025095e-35 1.13172262110474 0.086319963124409718 0.24075901940907535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 14 6 9 -8 13 10 11 -4 17 16 -1 -5 -3 -13 -19 21 -17 22 -12 -16 25 26 27 28 -6 -27
right_child=1 8 5 15 24 -7 7 -9 -10 -11 19 12 -14 -15 23 20 -18 18 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0010374357396791024 0.0022269294382179952 -0.00018408870734971022 -0.00066191755448615603 -0.00034477395234872932 -0.00089742338936385393 -0.00026506879460774292 0.00029566476332694701 -0.00095371799132941697 0.00012389785714981912 -0.00038843914073808197 -4.5296266525573524e-05 -0.0004703884000702421 0.0013122383153635214 -4.630370412068686e-05 0.0020125335375022471 0.00017197084749775144 -0.00062454247616040945 0.00020966023084976652 0.00067281191311895723 0.00078486429912172308 -0.00063827049435024317 -0.00023380729025528744 0.00030942983181422786 -0.00078386275429551393 0.00084663576463266186 -0.00071513180151141706 5.7366798612846398e-05 -0.0016246255693684875 -0.00032222853124723363 0.00025097368832145591
leaf_count=2462 475 20467 2017 13778 20619 17935 2558 4299 14258 7202 28340 2505 2429 18262 208 49958 35534 15519 14857 3394 3468 13303 34065 1218 1051 3790 4976 4847 13469 4668
internal_value=0 -0.075081 0.00334497 -0.0378458 -0.124766 0.0333751 0.0495201 -0.1453 -0.0812779 0.0594914 0.069585 0.130926 0.146975 -0.108568 0.178219 0.019158 -0.147686 0.125595 0.144703 0.0386826 0.0433149 0.0277434 0.0500836 -0.115107 -0.160344 -0.170618 -0.20539 -0.241084 -0.211103 -0.0403938
internal_count=361931 88996 272935 124512 57308 148423 130488 6857 88521 123631 116429 37327 35310 74263 3888 67204 56001 32881 30376 79102 53426 75708 62405 1426 53420 52369 43911 38935 34088 8458
shrinkage=0.0030644


Tree=896
num_leaves=31
num_cat=0
split_feature=1371 652 577 519 377 933 582 970 1453 221 1449 1458 188 953 576 724 740 200 639 365 1154 720 827 1176 764 590 795 954 785 1249
split_gain=73.638 69.7829 73.1466 62.0101 73.4496 57.7251 51.9323 48.9824 45.7039 51.6568 45.8913 48.0655 45.1687 51.8891 44.2274 48.4414 40.7429 40.655 39.9502 38.9058 38.6304 37.9262 39.609 37.5443 40.0689 37.4804 41.2364 36.1454 35.1083 34.8429
threshold=1.0000000180025095e-35 -0.98896428961744431 -0.45277966036165179 2.1420547332082829 1.4210717172751071 0.68806224955729689 2.1384355827858248 -0.35022635963261101 1.2041679343814773 1.6371435877986644 0.59618467655696206 2.6054386111478895 1.0000000180025095e-35 1.0000000180025095e-35 0.66546334935299256 1.0000000180025095e-35 1.0000000180025095e-35 -0.97734522064874174 0.40093906832843279 -0.064039345780935453 1.0000000180025095e-35 -1.0766812576247231 -0.65915239425313432 -0.17958481226314407 -1.4325878251689346 -0.67541201360492764 -0.29258408639884992 7.3775496016507471 0.58460966528228819 -1.606394372211011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 7 6 5 14 8 -3 9 10 11 12 13 20 15 -5 17 -2 -15 -12 27 22 -9 -14 -25 -1 -27 -4 -17 -24
right_child=16 2 3 4 -6 -7 -8 21 -10 -11 19 -13 23 18 -16 28 -18 -19 -20 -21 -22 -23 29 24 -26 26 -28 -29 -30 -31
leaf_value=0.00065454015003861945 -0.0010961356585750431 -3.8917109313947021e-05 -0.00084839478232017927 -0.00052887544032191114 0.001605878899298924 -0.00052535696522741117 -0.00035818048980917059 0.00090904215217808349 0.00034602477751251141 0.00041328982416422851 0.00039398090020100883 0.0010981515135432562 -0.00020133007675513315 3.6795473381554058e-05 -0.00035882405282468304 0.00064803783080904771 -0.0001191507005588081 -0.00035986550507402293 -0.00062035966466320567 -0.00014002311937404765 -0.00023243497898778456 -0.00042241477613209465 0.0034860731484785677 -0.0012827539563476241 0.00016671922705577499 0.00036273424212780888 -6.8948911439701413e-05 0.003318450964763027 0.0017523948142253926 -0.0002410396843239338
leaf_count=6668 7191 44287 14511 979 1459 2444 14650 1851 14482 9452 14432 1097 22277 19456 1775 4869 25022 16104 5079 8530 9965 43907 106 857 29344 16784 16277 54 1168 6854
internal_value=0 -0.00184943 -0.0151311 0.0104071 0.146093 0.0895229 -0.00214523 -0.0682613 0.0103841 -0.00311343 -0.015938 -0.0368723 -0.0425018 -0.0968598 0.166729 0.23774 -0.103355 -0.185747 -0.0297475 0.072186 -0.186412 -0.119603 0.0225382 -0.000614703 0.0469157 0.0823302 0.0527308 -0.286545 0.304512 -0.0628566
internal_count=361931 313614 273885 176880 12694 11235 164186 97005 149536 135054 125602 102640 101543 49065 8791 7016 48317 23295 24535 22962 24530 52718 8811 52478 30201 39729 33061 14565 6037 6960
shrinkage=0.00283103


Tree=897
num_leaves=31
num_cat=0
split_feature=1431 728 1454 1158 659 705 21 693 706 134 781 595 706 276 215 20 829 1030 945 787 1303 417 73 651 703 639 565 1461 500 943
split_gain=72.162 67.0485 55.3834 51.6317 51.5377 49.9635 52.4716 49.5637 49.0677 45.0768 44.5575 43.6984 43.1014 44.3939 42.8768 41.6122 41.1507 39.7581 39.3489 36.8851 36.7011 36.6876 35.9107 35.6297 40.2533 46.776 39.8196 34.8198 34.034 33.1454
threshold=1.0099929608726099 1.0000000180025095e-35 -1.0640499357927207 1.0000000180025095e-35 0.62821384419828064 0.89008618839080589 -0.70163543588998201 -0.4317786237968767 1.5724059030450566 1.0618597429748491 1.0000000180025095e-35 1.0000000180025095e-35 -0.37077428894983916 2.2850336839024266 2.7718551199640826 -0.57417801169028782 4.3216852530764838 2.7042904249467168 1.0000000180025095e-35 3.2988937621060916 1.0000000180025095e-35 -0.49435534776657269 -0.27177276719873983 1.1107569744011787 -1.6015642574650035 -0.48490436404657394 -0.47278814550254095 3.9993613276323443 0.080248107203190797 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 6 12 14 21 15 19 -3 13 23 -7 -8 -10 -17 20 -9 22 -5 -2 24 -4 -26 -27 -20 -28 -23
right_child=18 3 4 8 -6 7 9 10 16 -11 -12 -13 -14 -15 -16 17 -18 -19 27 -21 -22 29 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.0019858641796256138 0.00014917510274848854 -0.00020202127705685045 -0.00017467824928989225 -0.00035964130809941442 -0.00012254938378035231 -6.9535376074808248e-05 0.00017403584533341669 0.00045497263362092878 0.0002384847760587462 -0.00026307095253021417 6.833016468047865e-05 -0.00071107930492572539 -2.3731115661600089e-05 0.0014479987486770379 0.0020040490350520753 -3.5628339111168045e-05 0.002770234244555038 -0.00076571932745055375 -0.00048143922752692906 -0.00063164891990858676 -0.00040824024629935714 8.5462079141564209e-05 -0.00021559009241960069 -0.00021686202608886597 0.00076858804454222186 -0.00027006520879114317 0.00073332992140243353 0.0020717601648566415 2.9985714698386503e-05 -0.00028709141648451631
leaf_count=351 13739 30537 3196 12137 35420 14472 23980 21074 10620 18521 11678 8362 14847 833 200 48909 151 2204 14857 730 10859 20723 15686 2807 6164 3243 3508 110 2957 9056
internal_value=0 -0.0004245 0.0190817 -0.0565417 0.0203968 0.0352603 0.0128131 0.0938411 -0.0118109 -0.0138356 0.136644 -0.129601 0.0844923 0.145219 -0.0161678 0.00732636 0.126807 -0.0271821 -0.0955044 0.192422 -0.0571026 -0.047933 -0.0155841 0.126317 0.162345 0.206288 0.105469 -0.207142 0.197615 -0.00738833
internal_count=361931 306680 215094 91586 214743 179323 131169 48154 52687 93614 33482 38899 37555 22708 14672 75093 10771 51113 55251 21804 40284 41916 29425 21875 19068 15872 9708 14967 6465 29779
shrinkage=0.00218848


Tree=898
num_leaves=31
num_cat=0
split_feature=317 425 1457 1097 1441 1464 1465 21 1465 1452 1454 1451 1451 1467 1459 1463 681 1460 1462 1454 1460 1468 1460 1145 492 1467 1451 1459 1452 1452
split_gain=71.1581 67.3912 59.8491 59.5313 54.8421 53.6863 70.8656 64.9123 64.6664 62.4363 61.4319 53.8153 68.285 53.5013 53.3037 51.4036 51.1997 49.7968 49.7183 49.4978 50.9046 60.3261 59.6033 48.4885 47.1206 45.2133 64.7833 61.7406 57.1088 87.584
threshold=1.0000000180025095e-35 -1.0224422255483854 1.5723103033889971 -1.2571877020351898 1.7193014468115779 -0.014205097036277146 0.57942899407087378 0.81122649975724037 0.62080061049844804 1.6018939448921981 -0.12591398429191614 0.59897055457132509 1.29793094255838 -0.4611800328772096 0.32725606711966165 0.94170239728407068 3.5711739485310314 0.90313332808047908 3.938751423652564 -0.934017357391003 0.058427274985338513 1.7230169708605612 0.40135300256177026 1.0000000180025095e-35 -0.20620342625219026 -0.6332742972653016 0.03060489267668522 -0.29335017616020637 1.0917211187029585 0.38614139544283571
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 11 10 -9 -10 14 15 17 19 24 25 23 -13 -12 -7 21 -21 -22 -3 -8 26 27 -5 29 -29
right_child=1 16 -4 5 -6 13 7 8 9 -11 18 12 -14 -15 -16 -17 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00016182492563289406 -0.00055109702257638842 8.1666771973260233e-06 0.00039006763384144913 -0.00066952525876996045 -0.0010857111442941871 0.0024267341132061721 0.0015106299735747671 0.0028067918422718433 -0.00099208714525711537 0.0016367471765793755 0.00035427486401875982 0.00076955277438855031 -0.00031483101010850502 4.3932210313866358e-05 0.0022381424325190287 0.00036042875589567416 -0.0015985384361048062 -0.00067490183910526172 -0.0024800024491621053 0.00027350740717914775 0.0022832995766680223 -0.0013079795110846721 0.00058917930281669382 -0.00028851356312565251 -0.00015050239292037538 -0.00010628637704418337 -0.0010680054285201633 -6.4364584103638797e-05 -0.0018358111073906482 0.001630727932422975
leaf_count=41242 20117 66026 14405 7810 3594 401 1261 173 2447 315 5663 7106 4549 41314 1122 6502 1419 988 212 18135 777 981 5672 36468 1262 57569 5132 7303 708 1258
internal_value=0 -0.0587862 0.00950871 -4.04631e-06 -0.0826971 0.0160777 -0.0140022 0.137763 -0.141023 -0.2289 0.223578 -0.0343312 0.0960148 0.0637011 0.442134 -0.0547135 -0.0372239 0.21504 0.0880959 0.140733 0.128599 0.0709335 0.289981 -0.032318 0.257813 -0.0706124 -0.157358 -0.0922905 0.0294983 0.0736383
internal_count=361931 124030 237901 223496 44836 178660 111380 12455 2935 2762 9520 98925 12643 67280 3645 86282 103913 8094 5875 25966 25565 19116 6449 102494 2523 79780 22211 17079 9269 8561
shrinkage=0.00277552


Tree=899
num_leaves=31
num_cat=0
split_feature=785 728 784 677 602 921 728 784 878 647 590 727 549 846 578 713 341 21 730 934 783 990 146 138 746 214 712 583 519 660
split_gain=233.014 157.742 107.705 101.638 155.745 94.1836 89.8361 79.5193 64.1647 62.9403 163.559 59.1491 58.9514 58.168 56.113 52.1463 57.0783 51.6339 51.212 61.5154 53.7649 50.3346 48.3694 45.0654 44.9752 44.9361 47.0839 44.8711 44.8055 44.5976
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 -1.3900695809707992 -0.53268848306471728 -0.87905496296652397 1.0000000180025095e-35 0.4740468779213643 1.0000000180025095e-35 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 1.09266583130301 2.2368666814773395 -1.0321883268519072 0.66766320980544069 0.73885506841295079 -0.63779424894106762 -0.55326332990463356 2.1420547332082829 0.26872683687560334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 15 18 -1 12 -9 10 -3 -7 -5 -11 -8 -2 -17 -16 20 29 -4 -13 -15 -24 -14 26 -26 -28 -22 -20
right_child=1 9 5 7 -6 11 14 8 -10 13 -12 21 24 22 17 16 -18 -19 19 -21 28 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00016010801920124843 -6.2915998411261059e-05 -0.00011799315194614761 7.4683556524912041e-05 -9.9901210188619661e-05 -3.686716305775626e-05 -0.00011492482640263756 0.00030257745217056163 -1.8098761219851602e-06 -0.000122940373744822 -6.3274842362629971e-05 0.00049600506490112104 0.00017141034725024282 1.3391045333879018e-06 -0.0001686372006019091 9.7053139201977785e-06 -0.00017871669333653065 -0.00036846546142807788 0.00015573772569209328 9.967478715922499e-05 -5.1198481894239831e-05 -0.00010454674018969187 0.00048271814209205799 0.00072479231463719914 -3.9536582910216514e-06 -2.6436314289349505e-05 -6.7679027609046817e-05 2.0213361984546278e-05 0.00022584678983571065 0.0001941424938078045 0.00039526628945665972
leaf_count=3396 9064 4821 7921 10837 45859 1294 3407 18792 23753 29774 1384 4808 31826 62243 9885 21398 10300 12871 3227 3732 16536 1493 277 1436 3487 3278 3104 8593 1149 1986
internal_value=0 -0.0713898 -0.0427911 -0.0657506 -0.127783 0.0524117 0.121255 -0.0244797 -0.093635 -0.154729 0.0646289 0.254199 0.0237539 -0.171698 0.159714 -0.253409 -0.30421 0.1233 0.00366148 0.140146 -0.0449972 0.33185 -0.214525 0.15586 0.0502859 0.127414 0.171715 0.230563 -0.109995 0.285341
internal_count=361931 332372 232437 190291 86621 42146 29559 103670 42545 99935 6205 7595 61125 93730 26163 40762 31698 22756 34551 8945 25606 6301 63956 1713 50288 18462 15184 11697 17685 5213
shrinkage=0.000743015


Tree=900
num_leaves=31
num_cat=0
split_feature=1043 1216 785 516 728 623 21 62 608 805 376 520 915 1467 986 1470 981 1462 578 71 1065 657 588 723 562 334 915 625 1358 1464
split_gain=70.2443 69.9792 67.0465 66.8941 59.3199 58.1473 54.541 59.3336 52.4846 48.4354 47.74 54.8099 46.3834 42.9707 42.532 46.1693 42.3357 41.9195 41.3284 39.8654 39.8099 98.8536 57.1088 57.6987 43.6756 44.5418 39.3061 40.9561 38.3047 37.9152
threshold=-1.2240551896020802 2.3855481443271001 -0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 2.0106800032934848 -0.70163543588998201 -1.2811150420666217 0.66665475971017707 1.0000000180025095e-35 1.8828081291110934 1.0000000180025095e-35 -0.32558349662051933 3.8567296589757825 -0.86423958340788465 -1.319112866592808 1.2189341546990067 1.7040583319813172 -0.87905496296652397 -0.50859129633214872 1.0518754624258557 0.72755686970153477 2.250834115212506 1.0000000180025095e-35 -0.70117229133700321 2.3589082062198705 0.91531949608764329 -0.50300763117207625 0.48172645892998917 -0.37108902840936864
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 4 8 -2 6 12 17 9 19 20 -12 -5 26 15 28 -10 -8 -6 -4 22 -22 24 -24 -9 -26 27 -11 -1 -20
right_child=1 -3 3 5 18 -7 7 10 16 13 11 -13 -14 -15 -16 -17 -18 -19 29 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00016741471438326197 -0.00055375701896611404 -0.00061776620731171527 -0.00039429176287958265 0.00046746351781704352 0.001029265720530748 0.00056584594277218339 -0.00044019732308253124 0.00022288554746113698 2.2536652755899669e-05 -3.4224243772890616e-05 0.0015065449054842076 0.00022410005044551099 1.012967041457237e-05 0.0017550711103186463 -0.00049580491998670517 -3.4846562518823031e-05 0.00088337171105491155 0.00077578925749709595 -1.2193389435117612e-05 -6.4404834458088101e-06 -6.4193937314932511e-05 -0.0013965463883285488 -0.00021360242127662477 0.0010810357397372937 -7.6367497597832549e-05 -0.001170744933580059 -0.00099814918916899735 -0.00056677410686419645 0.0043661945543026458 0.00050575918932451846
leaf_count=168 2998 10103 17909 18306 3257 7575 20264 21235 18712 11436 1444 6725 18919 355 27898 8026 2161 1140 8785 42457 9861 2443 1885 3097 53231 1982 7021 20045 145 12348
internal_value=0 -0.00314946 0.00196767 -0.00874214 0.100802 0.0181844 0.00891562 -0.0125423 -0.0522132 -0.0774453 0.00755251 0.167503 0.0846965 -0.149423 -0.120777 0.03087 0.0429454 -0.125501 0.133542 -0.0384976 -0.00589699 -0.11428 0.0120464 0.217116 -0.00381015 -0.0368875 -0.158777 -0.123679 0.807485 0.100251
internal_count=361931 325694 315591 288203 27388 168107 160532 123307 120096 99223 101903 8169 37225 38857 36237 8339 20873 21404 24390 60366 93734 12304 81430 4982 76448 55213 38502 31481 313 21133
shrinkage=0.00288765


Tree=901
num_leaves=31
num_cat=0
split_feature=50 56 0 461 1470 703 940 557 651 115 713 670 1039 1467 1456 1426 501 507 574 807 462 1178 1452 1465 1469 1464 21 1448 966 1327
split_gain=69.1704 112.125 54.2389 72.7498 49.5488 48.011 47.7385 47.3215 43.372 42.1598 41.2111 51.6544 41.1946 44.3082 40.2222 41.3364 38.7836 38.2455 45.2617 37.3998 37.2346 39.5778 41.6481 51.2554 50.8164 41.4062 39.5343 36.0596 40.5479 37.4083
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.076481741663702904 1.0000000180025095e-35 -1.319112866592808 -1.6015642574650035 2.3907917078320593 -0.90800616672965218 1.1107569744011787 1.3947035982071894 1.0000000180025095e-35 1.0000000180025095e-35 -0.58894358108911671 4.0242090356330973 3.5267996248326976 1.3963709736238232 -0.42002349080050533 0.65809631222906606 -0.71454879228704005 1.0000000180025095e-35 1.9321621796069277 -0.46909217670234421 -0.22703747551118403 -0.60715838536061362 -0.54738268181364702 -0.16600975687015471 -1.6471741456694959 -1.1530348467039975 2.8118233845991703 0.23176722910246306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 19 27 -3 14 -4 9 10 17 -12 -5 -14 15 20 -9 -6 -19 -2 21 -7 26 24 -24 -26 -23 28 -1 -29
right_child=2 5 7 12 8 6 -8 16 -10 -11 11 -13 13 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.0011732665120583611 -0.00013249693929881886 -0.00080222102373257687 -0.00021191111554643905 0.00032607956258115728 -0.00023980947327568924 -0.00013650743142229111 -0.00096546710396179351 0.00037297111981136481 9.1229296083702115e-05 -0.0012071110155958021 -0.00036851352048101186 -0.00091957151470454818 -5.4148204985249875e-05 0.0019567369108338972 0.00095445257021673717 -0.00049373967833070832 9.2809043162230163e-05 0.0029971466270086941 0.00028886922368673756 -0.00053272032306273703 -0.00054955176850922122 0.0022725062846131604 0.00015438314039414771 0.00019900060435701312 -0.0013386540606117347 -4.4275932555295259e-05 0.0003271540987652969 0.00039147515273515603 0.0095937686198573242 -0.0009695869384887504
leaf_count=828 34071 3889 13771 18994 7242 22343 2826 31321 5936 7179 29455 18244 38184 369 1703 7044 46744 343 1126 13928 3986 397 3113 14930 3233 1486 25507 2521 23 1195
internal_value=0 -0.0492463 0.0144844 -0.0199793 -0.13163 -0.00223231 0.00722014 0.0525317 -0.153553 -0.178098 -0.157246 -0.190365 0.0324365 -0.0104747 0.0150633 0.00774404 0.0716475 0.00324603 0.337423 -0.0839271 0.021329 0.0324484 0.0654739 -0.00174457 -0.148686 -0.305505 0.123766 0.0832429 0.48492 -0.00894333
internal_count=361931 164549 197382 105546 74092 90457 86568 91836 69525 63589 56410 47699 57547 38553 83742 82039 78065 8711 1469 47999 74995 71009 48666 22762 7832 4719 25904 4567 851 3716
shrinkage=0.00288765


Tree=902
num_leaves=31
num_cat=0
split_feature=785 728 181 852 727 784 319 647 590 921 561 970 846 971 1109 1470 1066 706 852 597 716 1465 50 630 1470 263 660 1452 1450 1048
split_gain=196.588 160.84 104.875 95.9126 86.0468 68.8135 61.1977 58.7044 135.768 58.2787 52.1207 51.7961 51.5894 47.9117 47.7047 45.1978 44.2665 44.0461 43.5389 43.0307 42.1509 42.1104 41.0691 40.2326 39.9673 36.7303 36.5835 36.2672 36.0719 35.5901
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0525743831388839 0.55894040826437752 -0.68903569641304141 -0.53268848306471728 -0.8891902375834092 -0.49995493244068684 -1.2954595170378473 -0.54928301346280928 0.62672487627420737 -0.22706799479215015 3.1596628491584919 0.39849607246918939 -0.51923091368911811 1.4829784501753427 0.23574602101832404 -1.3545928909252491 1.0000000180025095e-35 -0.72421686037558375 -0.76841635434299438 5.3559123225395862 -1.5783616910901863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 11 17 10 7 8 -3 24 16 15 23 -6 -13 -2 26 -1 -19 25 -11 27 -14 -9 -7 28 -5 -15 -4 -26
right_child=1 6 19 5 13 9 -8 12 -10 20 -12 14 22 21 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.00011292622431632816 0.00025233651583786741 -8.551442769259077e-05 -0.00015971529172760423 0.00015351815536218216 -9.3461219431489206e-05 -0.00042041881515513473 -0.00020234550181645822 7.3455514823698989e-06 0.00047657024553129077 0.00028540232310469163 -7.2814788698673344e-05 -0.00015600737295250915 -0.00014795317737629549 0.00029033922642616382 -5.2977677209625641e-05 -1.3596598235866989e-05 -1.216771401482285e-05 -8.3621759316927603e-05 0.00014372810881826823 0.00052205436280119847 -0.00012064601096432299 0.00022381074507465406 1.0667459450145076e-05 -0.00013822442230823769 -0.0003896100016380664 -6.1611250498758526e-05 2.796200707714028e-05 -7.2966869318830014e-06 0.00065923913366302753 6.8662083014410342e-05
leaf_count=5567 1374 3939 23516 6510 1561 351 20386 15464 1197 3752 20649 16361 46616 1176 36381 19812 45922 2683 4301 216 596 10407 4238 8095 459 24499 16311 3864 109 15619
internal_value=0 -0.0680884 -0.0391804 -0.0177571 0.109269 0.0201204 -0.152369 -0.125803 0.102088 0.125045 -0.00590206 -0.0803521 -0.144052 0.207557 -0.118506 0.00866546 0.0204087 -0.0175505 0.0841176 -0.13877 0.330269 0.24368 -0.188232 -0.0547034 0.0683452 -0.144361 0.0939777 0.086069 -0.219718 0.0835735
internal_count=361931 332372 232437 184097 29559 110169 99935 79549 5136 20777 89392 73928 74413 17008 52742 21186 68743 12551 6984 48340 4348 15447 50854 23559 16429 48124 22821 5040 23625 16078
shrinkage=0.000700159


Tree=903
num_leaves=31
num_cat=0
split_feature=60 697 1458 1425 1423 1368 1023 837 1469 21 156 1465 1457 1465 1449 416 1465 1458 263 1457 770 80 1464 490 1453 1430 1436 1237 21 1464
split_gain=69.1969 68.1863 65.2637 65.2237 58.4228 55.7413 53.0657 50.2382 48.6656 43.4201 41.9289 41.8256 44.9763 42.3806 40.8631 40.736 40.2816 52.9518 53.0368 56.5042 46.3006 43.0127 39.5836 35.2843 37.6865 34.9533 47.9734 35.6628 34.8877 34.4427
threshold=1.0000000180025095e-35 1.6146804744781753 1.8460070869938618 -0.49854827941355384 1.0000000180025095e-35 1.0000000180025095e-35 2.9333578212263807 0.51829113850420983 -1.3184646215665221 -3.7273593071844267 -0.17127881910791715 -0.32159838348241315 2.0036930653714298 0.0854895650475926 0.35230925177867972 -0.90918466315063939 -0.17812979263601394 -0.29403999829851152 1.6445160113075163 1.5723103033889971 1.0402155843868319 -1.0668790425730643 0.8583001730456562 -0.14339032294318907 -0.074792591002300263 1.0000000180025095e-35 0.60428344764309971 0.5723095224056084 -3.2545899522946695 2.0300025928984748
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 10 7 16 -2 -4 -1 12 -11 29 -8 -10 17 18 19 -5 21 -18 -16 -17 -25 26 27 -7 -6 -13
right_child=8 -3 9 4 28 25 14 -9 15 11 -12 13 -14 -15 22 23 20 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001470564789557704 0.0010434522290480185 -0.00043321452811817974 -0.0042773426416179523 -0.00026866739409509244 0.0036541624895066373 -0.000248752193465941 -0.00039444777726054214 -8.8169990512991834e-05 -0.00083374833329134096 0.0011995337119502351 -0.00057472740996013304 -0.0012149467335195003 -0.00033616105838223147 0.0003994745956788522 -0.0041168120158222334 -2.7250496186968312e-05 -0.00018499202981865108 0.00030567969952174858 0.00086800422100180357 0.0017295041277744169 -0.00018332010034790314 0.0005327906797334619 0.00018581942008250542 -0.00078511750089792405 -3.2175989909243392e-05 0.00020819389109758018 0.0003217638573018438 -0.0013222651878984774 -0.0002198372197719043 0.002950530851196463
leaf_count=31023 1093 20488 81 25357 82 20658 1099 34279 11288 4518 22699 1291 981 6506 313 18292 4925 29012 2060 616 6187 35764 121 11382 6201 22595 6538 2379 34020 83
internal_value=0 -0.000649608 0.00744683 -0.000518581 0.0254302 -0.0457396 0.0438911 0.0485647 -0.099267 0.146888 -0.100722 0.156075 0.290941 0.0577992 -0.343839 -0.11347 0.0713436 0.0320672 -0.0369607 -0.0666627 0.11738 0.143194 -0.876099 -0.0780739 -0.158964 0.00428494 -0.0496992 -0.106269 -0.0641756 -0.286151
internal_count=361931 313675 293187 279727 173835 105892 139733 138200 48256 13460 53722 13379 5499 7880 1533 47163 103921 57045 28033 25973 46876 40689 434 35875 17583 52170 29575 23037 34102 1374
shrinkage=0.0031882


Tree=904
num_leaves=31
num_cat=0
split_feature=43 869 797 868 718 588 774 317 816 882 1424 80 659 1453 513 593 900 785 705 810 415 237 652 713 982 155 1466 1459 21 1467
split_gain=67.4636 63.1052 83.7067 65.5344 55.9704 60.3908 49.7989 45.9608 45.9097 40.434 49.7652 42.8452 44.5619 39.3392 39.0829 46.5099 40.3125 43.3851 39.817 44.1702 37.7434 36.479 36.0682 35.9748 35.8206 45.692 35.2994 45.1123 36.7538 36.2602
threshold=1.0000000180025095e-35 -0.57653763495970078 0.63961785378869596 1.0000000180025095e-35 1.0159173274103563 2.250834115212506 2.0716573389763737 1.0000000180025095e-35 0.98567350059335823 1.0000000180025095e-35 1.8695714601257163 -0.91840389130737166 0.62821384419828064 1.1343281912642689 1.0454229551509682 -0.58017643881618097 1.2843353117411589 -0.86283290253235112 0.10203664890635754 1.0000000180025095e-35 0.46450893195313442 1.0402268595720192 -0.98896428961744431 1.0000000180025095e-35 3.5955928533842081 -0.17536296329258924 -0.29222153102773374 5.2231851033232575 -0.89074317784588486 -0.23523767990913938
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 9 5 8 14 23 -4 10 22 -11 -13 21 16 -16 17 -1 -17 -20 -6 24 -3 -5 -2 -26 -15 28 29 -28
right_child=13 2 4 7 20 -7 -8 -9 -10 11 -12 12 -14 26 15 18 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00064430960841784228 -0.00038925095085666842 0.00036037495902577107 -0.00078376024680532216 0.00037615967454799259 0.00063098026933953782 0.0006149527391402465 0.0012148448391482911 -0.00041075310713942123 -0.0002084953911107797 -0.00022796721851367681 0.0007415456349924251 0.0003679112252551727 -0.00015204232450111897 -0.00038221001846786571 -0.00050183610454972605 0.00024355736152737497 0.00066423036119940939 -5.1236995441092018e-05 0.00086819947667833033 0.0025504431919901299 -0.00086199361798319578 0.00016660380625452154 -0.00016771475433182827 -0.00012355738600750658 -0.001422118174898905 0.0048558025403249447 0.00013117881460442384 -0.00322684648626955 0.00037937474952468974 0.002783973856098001
leaf_count=4337 60441 6852 19015 8258 3677 1857 1943 27294 10626 9379 3307 47078 8881 2768 1202 2310 4977 37897 2183 848 1133 7245 44431 39669 124 123 415 136 2831 694
internal_value=0 0.00294679 -0.013821 0.00444876 -0.113296 -0.149325 0.0678893 -0.0504359 -0.17779 0.0351344 -0.0105876 0.0705676 0.0918014 -0.0785685 0.0548348 0.200448 0.0313465 0.00873183 0.281618 0.432461 0.10408 -0.0983043 -0.0290151 -0.00976016 -0.120234 0.749024 0.0833622 0.211723 0.255764 0.599683
internal_count=361931 287154 231457 195149 36308 31498 55697 75221 29641 119928 54590 65338 55959 74777 53754 6543 47211 42234 5341 3031 4810 67933 51283 47927 60688 247 6844 4076 3940 1109
shrinkage=0.00312569


Tree=905
num_leaves=31
num_cat=0
split_feature=785 470 464 471 713 804 728 338 1431 192 578 1243 728 527 828 520 1449 739 507 1065 917 962 832 1458 821 890 417 497 1426 263
split_gain=209.025 144.831 164.418 107.774 102.125 92.1936 88.9341 74.6268 67.486 65.9344 59.1814 59.0778 53.2217 51.4555 51.2954 50.8218 47.152 45.3488 44.9838 44.8676 44.8146 41.5153 41.1948 41.0962 40.8097 39.8506 43.7849 42.8423 39.7964 39.3721
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0000000180025095e-35 1.3537602816678871 -0.49008176997875957 -0.67742393113063393 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 0.14000445396469943 1.0000000180025095e-35 4.2237205945919882 -1.0536780337889886 1.0000000180025095e-35 0.57283334291142962 1.0000000180025095e-35 1.0941628986121894 1.0518754624258557 -0.82489287760873742 1.6648469626718658 -0.55570228183368064 -0.29018812659098675 -1.0305144854359449 -1.3230736206490437 -0.50658048049129556 1.9703080013679652 1.0000000180025095e-35 0.66115833724634121
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 8 18 7 -1 -6 11 23 -8 25 15 16 -12 -4 17 -9 24 21 -11 -16 -17 -5 -2 -3 -27 -28 -10 -22
right_child=1 3 12 9 5 -7 10 13 28 20 14 -13 -14 -15 19 22 -18 -19 -20 -21 29 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00017122127187438156 -0.00026572895719345087 -8.9235184561511604e-05 -9.0291541634472414e-05 -5.5099988504467411e-05 -0.00040413863114247559 -3.7565192251013582e-06 0.00031335194430897863 -0.00019318071892349988 -6.4204694771177761e-05 0.00034972234895112739 -0.00018228161332904766 -9.1167531412015551e-05 -0.00012090381350212793 0.00052312963747812801 0.00010005979246817428 8.4653481984407224e-05 -7.0754781126912549e-05 -0.00035433813168537885 0.0002483974013003227 0.00030132680844828231 2.3843124581075106e-05 -0.00021783206425382624 -3.0043262550981204e-05 5.2634651268452258e-05 1.067521692981495e-05 -5.0404131556624441e-05 4.2615860377828747e-05 0.00023884776753265 -0.0001645280547978187 0.00020652321302670686
leaf_count=3396 3899 10172 21562 16987 14955 5832 3407 21458 32871 1748 1657 23896 26330 235 17174 12627 6992 11790 1567 2751 7466 1174 22433 17657 6209 12949 25469 2833 20297 4138
internal_value=0 -0.0696364 -0.125371 -0.0303846 -0.224299 -0.2714 0.112872 -0.312146 -0.0654894 0.0486487 0.151239 -0.025876 -0.0646192 -0.264033 0.11379 -0.0304064 -0.273158 -0.316887 -0.0159851 0.140862 0.164733 0.105033 0.0172384 0.00110842 -0.0854638 0.0129043 0.0395728 0.082922 -0.128826 0.119855
internal_count=361931 332372 155889 176483 72937 61262 29559 55430 128487 47996 26163 75319 82952 40475 22756 56622 40240 33248 11675 21099 13352 18348 35060 34644 10108 51423 41251 28302 53168 11604
shrinkage=0.000773033


Tree=906
num_leaves=31
num_cat=0
split_feature=785 728 576 784 727 519 720 588 290 921 540 595 1458 1246 21 529 376 724 934 537 971 706 783 1445 461 519 1447 1461 638 1467
split_gain=224.347 144.286 105.182 91.965 91.8286 67.5914 72.8182 72.2853 64.5525 64.0122 61.2939 64.7972 56.3144 54.4107 51.8157 51.119 50.4729 50.1074 65.4105 49.0911 48.5744 48.1768 46.1802 45.6643 44.8229 44.5904 44.271 45.0751 44.2495 44.1852
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.64782611375555454 0.9594655836162902 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.71188872395471614 2.1089670232183031 1.0525743831388839 0.35001124564692748 1.0000000180025095e-35 0.20667703603638712 -0.34542325335399576 -3.9164670491403295 1.4795591430507427 1.8828081291110934 -1.372772149376732 1.0000000180025095e-35 2.1533051290640106 -0.8891902375834092 0.62672487627420737 1.1155635910225459 1.3475299883120082 1.4586326671195671 2.1420547332082829 1.2420411362750934 4.3587965850032591 -1.9689564536147179 3.2089320700182484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 5 21 12 -7 16 13 17 11 14 26 -2 -3 28 -8 18 -5 -12 -6 -1 -19 -15 -14 -24 27 29 -16 -4
right_child=1 10 3 9 20 6 7 -9 -10 -11 19 -13 24 23 15 -17 -18 22 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012954766298451636 -5.1596857902698492e-05 0.00068774329357379092 -9.0749870382303199e-05 0.00029748286513401619 -9.7812558632951453e-05 -0.00018640179814643273 1.7631862379544716e-05 0.00040479183558693427 0.00014956972962833494 0.00022468201555484184 -3.3238797714833204e-05 -0.00026409221842434128 -8.0461026363493238e-06 -0.00012643101289007392 0.00042998400557164298 -0.00031087906657911046 0.00050398312644098729 0.0001138037137720459 -5.0432628081111562e-05 0.00053848226023914703 0.00020749913795207531 7.6907975105815701e-05 -9.6368261201318532e-05 -0.0002966986024373535 0.00018190862656602196 0.00026809228540635685 3.1296080058198819e-05 0.00032281462145889513 -0.00011074056404033409 0.00038182124789157604
leaf_count=5567 28242 191 78287 3739 1561 2044 5150 2146 2885 5623 14500 18186 30845 27351 410 6248 579 5765 2525 446 15447 6984 11987 8960 3782 884 10391 705 59954 547
internal_value=0 -0.0688884 -0.0415441 -0.0141333 0.12044 -0.0389476 0.116435 0.19828 -0.119534 0.0876665 -0.148789 -0.176353 -0.0538087 -0.136048 -0.145754 -0.150218 0.0837345 0.0408657 0.200326 -0.016725 0.221731 -0.0106818 -0.0139272 -0.198393 0.0172861 -0.0835381 -0.0834578 -0.102647 -0.131482 -0.108134
internal_count=361931 332372 232437 164999 29559 134476 9919 7875 67438 30523 99935 84989 124557 64553 66803 66612 5729 24900 6264 14946 17008 12551 18636 36311 34627 12871 89930 79539 60364 78834
shrinkage=0.000804263


Tree=907
num_leaves=31
num_cat=0
split_feature=1430 1298 884 1444 395 651 1469 718 1097 1368 428 537 718 651 759 899 771 900 471 984 672 1319 560 179 294 735 557 902 1454 1011
split_gain=68.5339 111.564 92.952 83.7342 71.5015 61.4523 61.2147 57.6946 54.5306 51.5566 50.7542 45.2461 44.5392 57.7969 45.1206 49.2112 44.319 52.3965 49.5991 43.5248 42.692 41.5371 41.1411 39.0789 38.5316 38.3996 35.8123 34.6816 34.3367 36.2063
threshold=0.54622893720785959 1.0000000180025095e-35 0.66905551989196432 0.61050815248025436 1.0000000180025095e-35 1.1107569744011787 -1.1374964112163577 1.0159173274103563 -1.2571877020351898 1.0000000180025095e-35 -0.97645198802912103 1.2978429288651507 1.7690287660176487 1.1107569744011787 -0.14579670882186188 -1.6632001248049681 2.2441108925679178 0.47724471315011069 -0.93081268283970298 -0.85689355025823244 -0.65546635319905777 -1.9061454630617805 1.6590601587821199 1.0000000180025095e-35 0.99409954385117427 2.2560756724538602 -0.34362452624899115 1.4344573543474413 -0.2363894608792538 2.2221924123088783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 22 19 -4 -6 12 -8 -11 16 14 -14 -16 17 24 -19 -1 -7 -22 23 -2 27 -20 -25 -3 -10 -30
right_child=5 9 7 -5 8 20 10 -9 28 11 -12 -13 13 -15 15 -17 -18 18 25 -21 21 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.0019840490142566079 0.00037440881278331793 -0.0003456791150056401 0.001035495964530876 -0.00089800965938038868 -0.00059485900402446391 -0.00090520371794520311 -0.0013854342703799902 -0.0014933385806754202 -0.0001555226683382251 0.00010104685912831356 -0.00049743340069108018 0.00065287758098893324 5.4859128396813863e-05 -0.00091725819094533399 0.0036663924824688163 0.00072770702424284749 0.00058767861075098408 -0.00082194824587062949 0.00012736812542944834 -1.8669188097489031e-05 0.0035035351588967086 -9.9038084527594799e-05 -0.00032757581143134777 -0.00031259350303974301 -0.00088934894077741418 0.0013778673482986233 0.00026344013296681105 0.00033236056954361607 0.00018759808885939668 0.0014610055588207508
leaf_count=585 44396 38419 3332 16911 11870 4098 7454 519 20294 53390 40702 7741 8262 1910 313 5691 3308 3363 16553 5780 135 7143 6279 10451 7561 1173 12545 4523 16232 998
internal_value=0 -0.0307604 -0.0868392 -0.100932 -0.0772548 0.040423 -0.146407 0.225844 -0.0191049 0.00747348 -0.183391 0.0539353 -0.0283924 0.0769824 0.126333 0.270073 -0.0525998 -0.0659781 0.0265545 0.0573698 -0.106097 -0.00595507 0.0633719 0.079238 -0.108145 0.068797 0.00367608 -0.0828819 0.0153577 0.0834586
internal_count=361931 276884 124677 120826 103915 85047 54521 3851 49394 152207 48156 61131 91076 16176 14266 6004 74900 71592 21089 6365 11376 7278 73671 67392 50503 17726 22996 42942 37524 17230
shrinkage=0.00325197


Tree=908
num_leaves=31
num_cat=0
split_feature=785 470 395 264 712 713 203 1309 728 578 804 192 520 616 486 133 263 957 927 714 971 854 1459 928 832 896 1037 1464 760 1464
split_gain=187.702 148.862 179.126 99.4234 90.754 87.8439 84.8296 70.3022 64.7366 62.7751 59.5591 54.9372 54.0197 51.8977 51.4959 50.9309 50.3327 48.3237 47.4844 57.2697 48.0594 47.7064 44.7469 44.3125 43.9975 43.9857 43.6737 41.7019 39.7418 38.9598
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.38646845251715672 -0.63779424894106762 1.0000000180025095e-35 1.0605395091208547 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.3537602816678871 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4620993375030404 2.7171092817986957 0.66115833724634121 1.0000000180025095e-35 1.0483613175537825 1.0000000180025095e-35 -0.87707289916611197 0.6247898780741229 0.42092846839687775 -0.97827964681891932 -0.56337819308047454 -1.1308725805994078 -0.26178590505088833 -0.13737360038314356 0.38678831429687349 -0.074891043096876886
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 7 -1 14 10 17 12 -6 13 23 28 26 -2 18 -13 22 19 21 -21 25 29 -5 -14 -11 -7 -9 -4 -3
right_child=1 3 8 11 9 6 -8 27 -10 15 -12 16 24 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020059542099448257 -7.7955127295569439e-05 -0.00012295168577867579 -5.0544119980946283e-05 0.00015672482323472237 0.00031997451602832895 -0.00027367432989382212 -0.00038681820546989125 -4.3161416146442693e-05 -0.00013466085082144489 -0.00029844690415055489 -7.6582634465874366e-07 5.06374293002697e-05 9.4053360537239063e-05 -0.00039111893299332071 0.00034412031421563426 -0.00034633171703177089 0.00026022481997741895 -0.00018405224792215034 0.00030128859759558839 -0.0001789179590735462 0.00016825594134620221 -0.0003547018861191503 1.0821254669449542e-05 -2.167561600465079e-05 -2.9556518368169582e-05 7.2386153122232648e-05 -0.00012077827898218362 7.1264136560166415e-05 -0.00022811070478585661 -3.1538328295482848e-05
leaf_count=3225 10767 39287 15565 4117 3439 14321 15995 19718 26248 1025 4941 8389 12465 7682 994 741 4170 14695 2763 1199 11335 1192 17505 29518 22617 4640 18428 15448 5866 23636
internal_value=0 -0.0734347 -0.129847 -0.0336221 0.0996322 -0.232376 -0.275873 -0.0662236 -0.06614 0.137199 -0.227607 0.0448607 -0.028355 -0.265486 -0.0402129 0.0986558 0.15489 -0.099594 0.116333 0.0814318 0.166871 -0.0630113 -0.0800535 0.00107862 0.0206431 0.0101605 -0.225946 0.0105142 -0.117851 -0.108845
internal_count=361931 332372 155889 176483 29559 73128 61367 130289 82761 26334 45372 46194 56513 40431 11761 22895 12559 95123 22154 19391 12534 6857 80428 33635 35082 5665 32749 35166 21431 62923
shrinkage=0.000804263


Tree=909
num_leaves=31
num_cat=0
split_feature=51 1371 181 1463 1453 1450 1450 1463 1458 1455 1455 1451 1462 1451 1463 1464 1450 1452 1452 1457 1457 1467 1462 21 1465 1457 1455 1449 1464 1449
split_gain=68.6391 61.4813 57.909 57.241 79.3797 130.722 80.7801 72.5232 86.0555 89.3808 78.3225 75.3965 85.698 81.4592 80.3781 74.8989 81.9265 75.9936 97.7737 61.019 103.209 154.727 87.017 85.4679 83.1778 107.819 84.4899 72.0465 81.988 76.9562
threshold=1.0111847875080273 3.4357416210103824 2.2660174815480416 -0.052537044703927886 1.0270461581008248 -0.711948217342527 -0.46548562301985819 -0.23884079478003004 -0.047418865732968912 0.75934798726561159 1.1853961473060375 -0.40800734376214293 1.0525515758509212 0.25091737626799537 -0.16651745093505757 0.10188322546539115 1.0083501533591206 -0.47268881079791375 -0.51544042299199566 -0.18238571527943001 0.0614850081667929 -0.055946822914332096 0.72194837801756251 -1.8362818876253988 -0.39749697962010117 0.0065637448019396092 0.21867417406107278 -0.28903415273037497 -0.38149579952579343 -0.27573187962673479
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 -1 9 15 11 12 -10 14 -13 16 17 18 -9 23 21 22 24 -5 25 -21 -26 -25 29 -29
right_child=-2 -3 -4 19 5 6 -8 8 10 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 27 26 -27 -28 28 -30 -31
leaf_value=-4.4928731380334172e-05 -0.00030806360592175734 -0.0010895572365999147 -0.00057598337864398603 0.0023980280942928283 -0.0008014860428790881 0.0020862352133066806 0.00049223224768645587 -0.00077555444615239131 -0.00079716978303352021 0.00092766792677163282 -0.0038913492096346609 0.00056800589643058884 0.0051949240348211044 -0.0010358352655500658 0.0033752446954049622 -5.6700921313484395e-05 0.0028733273377087786 -0.0016575848099142987 0.003334493968994004 -7.5855731334403992e-06 0.0001457207197244378 -0.00013493447205956607 -0.0008210533280627911 -0.00028357435907131189 0.0015979609279538213 0.0042379510985305693 0.0035781667135908915 0.0048315085160718094 0.00054787370723465305 -0.0003251041864730809
leaf_count=132527 54984 3906 12260 710 3838 1843 11809 4157 2503 1551 237 1088 104 640 1039 4559 268 9548 324 2328 40452 5125 835 31688 3563 350 1472 127 16595 11501
internal_value=0 -0.000344295 0.00272357 0.00814991 -0.0176094 0.117425 0.211478 -0.0344377 -0.146192 -0.21776 0.0995891 0.155366 -0.136004 0.400183 0.599242 -0.265183 -0.352458 -0.378728 -0.128 0.0460044 0.0988506 0.263922 0.442649 -0.00257053 0.513039 0.185676 0.669362 -0.0120816 0.0681957 -0.0765832
internal_count=361931 306947 303041 290781 176035 17490 13652 158545 26018 20407 5611 5374 2607 2767 2127 18856 14297 14029 4481 114746 54125 13673 8548 60621 7713 2678 5035 59911 28223 11628
shrinkage=0.00331701


Tree=910
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 712 921 746 578 795 516 727 540 595 585 981 529 730 934 783 828 1292 1022 537 1463 990 519 520 1112 603
split_gain=200.707 144.466 101.243 105.933 125.337 89.3063 87.5821 58.8002 58.0124 57.6058 58.2611 57.2791 56.2959 59.9777 52.7797 52.6221 50.9943 50.707 60.7603 54.0605 48.8319 49.7557 51.8046 48.7915 46.703 45.8241 45.3955 45.1311 45.0804 43.94
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0525743831388839 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 0.35001124564692748 1.0000000180025095e-35 -0.8867634123843694 1.7060327193526743 1.4795591430507427 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 -1.0536780337889886 1.0000000180025095e-35 1.0000000180025095e-35 2.1533051290640106 1.8172976979801614 1.09266583130301 2.1420547332082829 1.5103007336851382 2.0392883953790566 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 17 14 -7 10 -5 -8 13 16 -2 -11 24 19 29 -4 -10 22 -22 -14 28 -13 -21 -9 -3 -19
right_child=1 12 6 9 -6 8 11 27 20 15 -12 25 23 -15 -16 -17 -18 18 -20 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018819435898688897 -0.0003798296910176675 -0.00012665816658024879 7.8709316850551528e-05 -5.4522622692095373e-05 -4.4666264378161875e-05 0.00031263826334413649 -0.00012449221906752351 -0.00011303120728109228 -0.00018301107890366798 -0.00010251043255950416 4.1634352096342894e-05 0.00017702049479075493 -3.8271945475320892e-05 -0.0002550079267540882 -0.00018407782325980656 0.00015360083684906554 -0.00030140589564493477 0.00033270462538908982 -5.4991879273892095e-05 -0.00011218458181311458 -8.7362669992466883e-05 0.00018630526517868855 0.0001362749882974775 0.00051930265355117273 0.00010664684816172765 0.00049334682192920111 0.00020728032928182214 0.00024628917928628283 0.00011307701403257822 1.5193915845642149e-05
leaf_count=3225 9354 55008 7921 29086 45923 3439 1294 6267 1661 26904 44919 4808 14500 18186 24688 2092 6271 3231 3732 16536 5145 10402 5687 446 3059 1493 1149 1058 2465 1982
internal_value=0 -0.0704396 -0.04308 -0.0653547 -0.127312 0.108546 0.0492738 -0.236318 0.145706 -0.0222348 0.0084233 0.244169 -0.15037 -0.17682 -0.289834 -0.102602 -0.147448 0.00228465 0.138071 -0.0461773 0.10871 0.135007 0.0378786 -0.0240292 -0.128733 0.320852 -0.11138 -0.064627 -0.145194 0.282328
internal_count=361931 332372 232437 190291 87290 29559 42146 41367 26334 103001 74005 7595 99935 84989 34042 28996 66803 34551 8945 25606 22895 21234 10832 14946 60532 6301 17685 7325 57473 5213
shrinkage=0.000788493


Tree=911
num_leaves=31
num_cat=0
split_feature=785 181 1148 1442 470 1430 1436 727 705 920 1469 1361 791 890 710 637 747 263 706 21 1468 21 619 1022 566 927 509 869 728 840
split_gain=258.274 162.463 121.415 113.482 104.149 98.0604 138.665 92.8962 87.4063 82.5968 79.8202 65.7647 61.5471 61.1001 52.2959 55.8153 51.148 50.486 49.6491 49.1433 55.0995 48.6794 48.6293 48.4388 46.6286 45.7017 45.5427 45.41 45.6054 44.2513
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 -1.2625182715263061 0.66595742291584703 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62026487867602198 -0.83967173534858641 -1.3184646215665221 1.0000000180025095e-35 1.0000000180025095e-35 -1.3230736206490437 1.7745879959826432 1.758494774759918 0.34871943973277292 1.6445160113075163 0.62672487627420737 -0.89074317784588486 2.4634311514058238 1.0000000180025095e-35 0.83082504555296788 1.0000000180025095e-35 -0.25245623631839598 1.0483613175537825 -0.37731140836110016 -0.57653763495970078 -1.3163276726681863 1.9563354397392783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 11 5 6 10 18 -6 -4 -5 23 -10 -7 15 16 26 22 -1 20 -13 -9 -3 -2 -16 29 -15 -8 -29 -20
right_child=1 17 9 4 8 13 27 21 12 -11 -12 19 -14 14 24 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0001198921893731669 -0.00033653125435584346 -0.00016748317942528397 0.00044053884207745472 0.00010864859852744869 -2.186089857214275e-05 -0.00012141955514106975 7.0409233579923452e-05 6.8184325548396735e-05 6.2756935050468471e-05 5.7920486844471395e-05 -0.00021716202443900547 -1.2283937225617675e-05 0.00027426656489616837 1.4241333709675165e-05 0.00027900093513705146 -0.00020150215938649291 5.495196576797782e-05 5.7285256281981942e-05 -1.1463162972542817e-05 -0.00011314603556606717 0.00043881402146156618 0.00023569881274305179 -6.8629342348027275e-06 -0.00014405100071924841 3.7782931875190702e-07 0.00039224599116692593 -9.7666715948730365e-05 8.3582419983694144e-05 -9.7367635968184519e-05 0.00041796285574936321
leaf_count=5567 10061 61095 1398 1805 26653 14847 7269 6893 10681 11144 33494 7164 3910 17738 2720 3796 20788 3060 5612 27722 710 10115 5665 12041 2748 820 18435 4117 23311 552
internal_value=0 -0.0800981 -0.0572047 -0.0684923 -0.0451291 -0.0739335 -0.139867 0.122032 0.041968 0.138877 -0.257452 -0.162133 0.160639 -0.0262597 -0.00165473 -0.0196039 -0.00378582 -0.186567 -0.00923468 -0.108181 0.0487364 0.223365 -0.2028 -0.27982 0.188136 0.0980351 -0.0536445 -0.0497854 -0.0921672 0.0384531
internal_count=361931 332372 262552 250010 192312 151068 69996 29559 41244 12542 35299 57698 14591 81072 66225 60757 56961 69820 12551 35596 7874 17008 66760 22102 5468 6984 36173 34697 27428 6164
shrinkage=0.000743015


Tree=912
num_leaves=31
num_cat=0
split_feature=470 602 416 616 1221 264 1464 1465 1452 1468 1469 1458 810 784 21 945 1362 1455 21 1243 996 501 582 785 720 705 1177 290 498 827
split_gain=69.1873 118.526 66.761 59.0744 57.3089 56.1595 63.0071 68.3227 56.7563 64.1855 46.3518 46.0443 44.8563 42.5789 41.6288 43.4354 41.3158 41.3237 41.0477 41.3951 40.4383 40.4259 40.1654 39.9889 42.0458 40.8987 39.9877 39.688 40.1615 39.3938
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.38898931724748359 1.0000000180025095e-35 1.9111042213368361 0.38646845251715672 -0.074891043096876886 0.57942899407087378 0.85148356494928035 2.7220206540297416 -1.102089587452195 2.6054386111478895 -0.65819684525605759 0.9594655836162902 -2.9709283393608152 1.9181452473571214 -0.69930563466564566 0.99585112258034558 -2.2144973715372043 0.14000445396469943 1.0565563832172893 0.73833788481090989 1.0000000180025095e-35 -0.86283290253235112 -1.0766812576247231 0.46179839519273613 -0.2128566597375188 1.676515825026504 1.1726797483985947 -0.36836247429892682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 11 5 6 7 8 9 18 -10 13 20 29 -3 21 -8 -18 -2 -20 -7 23 -22 -16 -25 -26 -1 -14 -29 -4
right_child=4 14 3 -5 -6 12 16 -9 10 -11 -12 -13 27 -15 15 -17 17 -19 19 -21 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00044454837227139873 0.0025993208817040496 0.0026615551541278848 -9.5206358030148873e-05 -0.00091147259320095502 -0.00045632436183870275 0.00011792370792138073 0.0004448513695501192 0.0003587424328018246 0.00029896881182461441 0.0014233374875090468 -0.00099767942562755296 0.0014049918095761402 0.00030921816161524603 0.00029670096351478543 0.00057849969823185212 -0.00072277999942276091 -5.2389974234535827e-05 0.00052428807773501008 -6.234634123427951e-05 -0.00044296410408060287 0.00013545762454616998 -0.00034047624015806334 -0.0014064837365810967 0.00039342474558768699 -0.0002122858179271552 0.00015581365535156217 -0.0010689055177468851 0.00057857581582849852 0.0020664869123070487 -0.0006386758097663666
leaf_count=15660 192 205 19067 8208 10260 15483 14243 10166 1297 981 6898 797 27358 7611 5693 4224 32538 5977 40151 20140 1123 13341 1423 11224 32339 22882 15427 2243 879 13901
internal_value=0 -0.0505468 -0.129705 -0.0766373 0.0130311 0.0215091 -0.00315981 -0.0432266 -0.0692587 -0.0463855 -0.247632 -0.0430099 0.0799064 -0.0563738 0.000400573 -0.00222851 0.0542196 0.0151528 -0.0563936 -0.0600754 0.000884801 0.00799304 -0.236881 0.0274847 0.0110371 -0.0151405 -0.239018 0.128937 0.342492 -0.0981194
internal_count=361931 170579 80671 49584 191352 181092 132583 79825 69659 61464 8195 41376 48509 40579 89908 89703 52758 38515 60483 60291 18029 85479 2546 72138 66445 55221 31087 30480 3122 32968
shrinkage=0.00300432


Tree=913
num_leaves=31
num_cat=0
split_feature=1235 705 481 1223 1229 1012 859 401 1467 21 21 404 973 868 862 1016 889 513 785 1470 677 409 1176 1458 388 1033 211 1426 1236 1048
split_gain=190.813 150.656 114.803 90.6139 121.816 86.5141 76.6201 70.3567 68.8973 57.6865 57.1511 55.2846 56.0579 54.5711 53.192 53.1227 52.6797 52.1153 51.005 50.4231 48.4832 46.1976 46.1138 43.2649 44.8334 42.8503 42.2213 41.868 41.2402 41.0841
threshold=-0.94625487755706195 0.87723755459486374 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.54135187694831066 0.66778437295061321 3.8567296589757825 -0.70163543588998201 -2.9709283393608152 0.76881834321921005 -0.19440773959811838 -0.5942415351291912 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0454229551509682 -0.86283290253235112 -1.1535394197080833 1.0000000180025095e-35 2.2294551496329555 -0.56141693056062925 2.6054386111478895 1.0000000180025095e-35 0.31450669682055382 -0.27773800627060746 1.0000000180025095e-35 0.46494720282425184 -1.0627241715616391
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 25 21 14 15 9 19 -7 12 -12 -4 -3 20 18 -16 -15 -5 -8 23 -21 24 26 -1 -2 -6 -20 -11
right_child=1 6 13 8 27 10 7 -9 -10 29 11 -13 -14 16 17 -17 -18 -19 28 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00034083995742152363 2.254824652103713e-05 2.1465227928651192e-05 9.742181931870659e-05 0.00020595416579392145 -4.231175451064102e-05 0.00058617557100518918 -0.00018762968051641839 0.00011316524461792354 0.00037439574079732363 -0.00022298838408590615 -4.1837839345644067e-05 -0.00024434940534139119 -0.0001670239708540415 0.00010180214024999243 0.00014059414352808245 3.2693718659014846e-05 6.1687825110097645e-05 0.00040591469702371832 -7.7472146249547852e-05 -0.000134313468103969 -7.6408043971914628e-06 -0.00017753109212064437 3.0160736923489779e-05 0.00021153146889635007 -0.00011760916912706238 6.561968363036309e-05 -5.8925091303652568e-05 -0.00018646783609591351 9.0134827818126915e-05 -8.5860144794449252e-05
leaf_count=18187 29682 7302 11800 2232 13459 211 8844 9332 725 7814 19154 10315 19302 4820 10003 13862 15609 1774 31827 8171 6473 6722 11125 1469 15401 876 30169 10950 3472 30849
internal_value=0 -0.0268415 -0.0560579 -0.14525 -0.24183 -0.0963573 0.0666456 0.011497 -0.0933212 -0.102816 -0.175284 -0.181593 -0.143494 0.0117303 0.172432 -0.0439585 -0.0162034 0.255446 -0.0563218 -0.00812351 -0.138406 -0.0547682 -0.0492521 -0.0409591 -0.0489232 -0.438767 -0.0243185 -0.14392 -0.0841939 -0.15546
internal_count=361931 257543 199953 104388 43472 132425 57590 38511 60916 60191 48982 48771 38456 67528 19079 29179 55728 11777 40119 21528 15317 83443 19296 76721 75252 19063 59851 24409 35299 38663
shrinkage=0.000714163


Tree=914
num_leaves=31
num_cat=0
split_feature=888 785 21 967 803 1461 1459 1454 1467 1466 1454 1453 1450 1455 1449 1450 1456 1463 1458 1165 599 1461 1447 1455 678 1450 1465 1464 1467 1451
split_gain=69.3943 64.4871 66.6337 73.1568 63.1807 61.6069 67.583 61.9766 99.4437 68.9375 82.4272 63.9586 63.5899 85.6729 70.7262 72.99 61.3215 59.4592 58.4756 57.6928 56.5088 55.4098 51.4121 51.0782 50.0717 49.2484 51.1679 74.4674 54.1291 49.2323
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.70163543588998201 0.17355941391713439 1.9682860324222273 2.5032120688259147 0.015014468430795973 0.95531609900580594 4.808695702623436 0.27725162624946764 -0.74726004084035758 1.6921780466073355 -0.59149681175405766 0.066226667191485206 1.8300156781960906 -0.53957858280654969 0.13944338355182523 3.3344277704427654 -0.093715886581318894 1.0000000180025095e-35 0.52593209993270462 3.9993613276323443 1.0000000180025095e-35 -0.15930086585587508 1.0000000180025095e-35 0.53475265234138258 0.84595576380118198 0.16676341185298507 -0.45368251123656866 -0.46850269934902838
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 5 4 24 7 21 8 9 11 16 12 -3 22 15 -15 23 25 -13 -1 -12 -7 -14 29 -4 26 28 -28 -17 -11
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 20 18 13 14 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00042890212351706246 -0.00029404721773772214 -0.00048263069958896234 -0.00020653590037774582 -0.0002944732850058148 0.0004595212074866353 -0.00079886451601907202 0.001792796277764141 -0.00041910626524762848 0.0031599211476421849 0.004048495385578897 6.0976626961542152e-05 -0.0014684337366794704 -0.00025940274338790759 0.0032753567508159069 0.0028470060618521614 -0.00044733277517824998 -0.0011262558811550875 0.0036925295803129934 0.002050982996226438 -0.00018798376330146386 0.00097603802276811133 0.0017080213087225387 0.00057360639583248641 0.00059654624844335746 2.7005729802352726e-05 -0.00060904304553734026 0.0026067755374677066 -0.0013126211586745981 0.00072785318036198694 0.0016589272753811484
leaf_count=19364 46198 11283 58672 55178 8123 1069 1518 8106 331 535 10427 265 22207 284 421 2824 421 170 847 7208 3596 459 3199 905 90188 2073 730 323 4070 937
internal_value=0 -0.00296006 -0.0133278 -0.032936 -0.00964331 0.0462225 0.344554 0.0316136 0.0567986 0.0490356 0.173703 0.00200655 -0.0128231 0.0347789 0.20014 0.159417 0.552732 0.123745 0.507181 0.0956697 0.106179 0.00472722 -0.0461496 0.6841 -0.0207177 0.0983061 0.18001 0.628563 0.104415 0.938292
internal_count=361931 315733 289161 212161 156983 77000 3046 73954 65848 65517 16821 48696 47584 36301 10895 10474 2798 10190 1112 26572 14023 1528 25406 2377 148860 10020 7947 1053 6894 1472
shrinkage=0.00277552


Tree=915
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 602 784 728 921 878 647 590 846 703 519 712 133 727 730 934 660 783 879 1466 578 146 1394 1429 138 1452
split_gain=202.319 146.341 101.946 94.0312 95.4291 117.065 86.875 81.4346 79.3594 72.9461 58.7822 161.006 57.6938 55.8022 55.913 55.4714 54.7275 50.53 50.2738 61.8262 52.0792 51.954 50.4702 50.2435 49.8682 48.6308 47.6064 47.3136 45.4849 44.591
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0525743831388839 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 -1.4568199934402009 2.1420547332082829 -0.63779424894106762 2.7171092817986957 -1.5722412400100421 -0.33215574005720661 1.0000000180025095e-35 0.26872683687560334 1.1155635910225459 1.0000000180025095e-35 0.57156622312866312 -0.87905496296652397 2.2368666814773395 -0.87085998388827057 1.0000000180025095e-35 -1.0321883268519072 0.91361512331551464
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 27 13 -1 18 -8 11 -3 -12 -6 -15 -16 24 -10 21 20 -20 -5 -22 -7 -9 -14 -26 -2 -27 -25
right_child=1 10 -4 8 6 23 9 16 17 -11 12 -13 25 14 15 -17 -18 -19 19 -21 22 -23 -24 29 26 28 -28 -29 -30 -31
leaf_value=-0.00015419653341177772 -0.00011878689116131863 -0.00011721900661148389 -0.00013095979506247776 8.4151741180042689e-05 -0.00015409775136959701 -5.7966507493639323e-05 1.3219480265711657e-05 0.00029099798626606153 -0.00010035762880513577 -0.00011864636062886292 -5.9282984425829908e-05 0.00047956567531268711 -0.00016228198336482209 2.4865163886693604e-05 -0.00012570886986129046 0.00022788068200431879 -0.0002744129795962891 0.00023791186286198699 0.00010242471603372558 -4.3706136476913705e-05 0.00063676985558275832 -7.2437994298393007e-05 0.00011483366763192953 1.730478366138891e-05 -7.8283137487169174e-05 0.00071802379362704389 0.00012106974055620988 -0.00026261383106507188 -4.5367948093026959e-07 0.00030381299123657149
leaf_count=3396 20984 4821 31093 7155 3813 32649 16662 3326 1187 21606 29774 1384 62243 41710 1165 5370 818 5949 2834 3316 978 15834 739 5233 3127 277 18892 12699 1436 1461
internal_value=0 -0.0708206 -0.0433014 -0.0281507 -0.0511678 -0.11519 -0.00918113 0.108925 0.0639075 -0.0836921 -0.151159 0.0606669 -0.167591 0.0452 0.062736 0.231235 0.14565 0.25354 0.0167601 0.15887 0.312081 -0.0330046 0.59212 -0.0435338 0.162533 -0.210292 0.127521 -0.231379 0.161299 0.116754
internal_count=361931 332372 232437 201344 163352 73026 90326 29559 37992 38268 99935 6205 93730 52058 48245 6535 26163 7136 30856 7867 4551 22989 1717 39343 25345 63956 22019 33683 1713 6694
shrinkage=0.000728446


Tree=916
num_leaves=31
num_cat=0
split_feature=184 1430 1436 1469 789 12 1442 853 557 1 869 1151 754 556 1311 1113 1252 633 590 1040 1066 414 1181 1467 1392 332 1016 758 1450 484
split_gain=69.408 67.7026 132.423 83.5761 60.4837 50.1677 46.0394 44.1584 42.1525 44.1376 41.9482 41.1429 38.7895 38.6283 45.1273 36.6846 38.1305 35.9979 51.7701 35.3547 35.177 34.5238 33.9729 33.676 32.5093 32.4558 50.0124 36.3049 36.2472 32.3241
threshold=1.384368771371848 1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 1.1248358748350926 -0.21530916382722204 -1.2625182715263061 1.0000000180025095e-35 -0.59004467913491354 -0.3032070910984635 -0.57653763495970078 1.0000000180025095e-35 2.3218875611781908 -0.25787808658800115 2.5978080301177324 -0.083843590901331991 -0.4680090243697006 1.9976441459236287 0.58895901036483078 -0.13458734439068432 -0.54928301346280928 -0.20619795221681675 -1.0180202975426498 0.86045060395161155 -1.1283819630554444 1.0000000180025095e-35 1.0000000180025095e-35 0.9327048103557759 5.5426090097491345 0.31230025638060793
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 11 -4 20 -7 -10 -8 21 25 -2 -15 16 -1 -6 24 -11 -5 29 -23 -13 -19 27 -27 28 -12 -3
right_child=13 4 6 7 17 8 10 -9 9 19 12 23 -14 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014483148877452801 -7.6527212781381281e-05 -0.00020645661639697691 -0.00030494204440550802 -0.00033575113530593688 -0.00031172866461471021 -5.1717038059227915e-05 0.00039007748646834712 -0.00024238446271705096 0.00046949475425232443 -0.00010092393432770305 -0.00028586299848138455 5.4954372357247008e-05 -0.00072686269530766712 -0.00060433078440826516 0.0016657225214763102 -0.00045934445595599994 0.00010578775704006418 0.0048487546449781545 0.0027831676016628823 0.00031901975511636243 -0.00081537996064716303 -0.00067911824450734009 0.00012496613681785683 0.00053292042477989137 -0.00029970594403954846 0.00029499900258790249 -0.00034066989251630678 0.00053875394907917072 0.0043687588560504071 -0.00083609100962604428
leaf_count=1302 13834 14340 15963 13241 20051 17597 13792 26737 26320 13467 17239 38460 3450 20500 454 1129 1353 49 258 16287 23785 2658 17085 6419 793 22819 5316 2546 47 4640
internal_value=0 -0.00452437 -0.0425072 -0.12984 0.0229825 0.037576 0.013204 -0.157565 0.0774019 0.104607 0.0361172 -0.000376591 0.00658244 -0.120959 -0.19494 0.154535 0.27751 -0.0872956 0.271922 0.0474429 -0.22111 -0.0536869 0.0105681 0.0450343 -0.0055939 0.02019 0.0625267 -0.0542871 -0.0940749 -0.122416
internal_count=361931 327143 148719 67547 178424 157273 81172 63763 73671 56074 65209 83602 51417 34788 20954 3784 2655 21151 1100 29754 37026 38723 19743 44879 842 47967 28135 19832 17286 18980
shrinkage=0.00283103


Tree=917
num_leaves=31
num_cat=0
split_feature=1357 50 56 789 729 519 712 382 703 859 365 954 651 115 1463 1449 280 1458 1450 43 671 1193 645 800 1145 1104 728 962 93 560
split_gain=68.3414 66.6482 115.871 57.3226 53.9997 46.9968 60.995 46.7428 45.9697 45.64 47.0162 43.3983 43.3376 46.8034 45.6974 43.0166 41.6332 40.5543 39.4765 39.4202 39.0129 38.3088 38.5204 38.2615 36.8586 35.2468 33.7897 34.7233 38.405 37.6812
threshold=1.3962008022525787 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.75637635299260908 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -1.1210133009026595 -0.54135187694831066 -0.78919497293715091 2.2664990475867119 1.1107569744011787 1.3947035982071894 0.94170239728407068 3.6725314242296441 -0.25229325609022396 1.6432510327171366 3.949999276563736 1.0000000180025095e-35 0.66766422009387627 0.33476989449533717 0.66777575187080795 -0.57812715656594349 1.0000000180025095e-35 -1.3700668403030776 -0.49008176997875957 0.78457125397875782 2.2033920140100518 1.872806888455649
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 9 -7 -8 -4 21 -11 16 13 14 15 26 -2 23 -16 -10 -5 22 -3 -12 25 -6 -1 29 -29 -28
right_child=11 3 8 20 24 6 7 -9 19 10 17 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-9.9484925656922787e-05 -0.00011256595358987453 0.00033772486652367375 -0.00045399889554212597 5.2618390668555248e-05 0.0013276483627876036 -0.00041575926008955859 0.0014971151533775232 0.00040423437083909354 0.00013720661931659927 0.00039445745558085551 0.00024782024417012248 0.0017996502418108355 0.00016332956814242428 -0.0012441668091345336 8.426043530945608e-05 0.0016156895029275473 -0.00062728595538379377 0.00067405155379225896 0.0034205050286389991 -0.00026354886850248104 -0.00050294583596319665 -3.6658400746408145e-05 0.00096569189932451641 -0.000162244366807262 -0.00035388311731139019 7.2439856151308382e-06 -0.00055358183719774194 -0.0012999332514170593 0.0011238050177363437 0.00095591791960258606
leaf_count=8568 14579 20385 9184 9585 929 1549 2682 2814 58793 12783 11378 373 5726 6133 6225 423 19136 2714 124 14341 11355 8510 4228 40972 16920 31643 29904 8644 503 828
internal_value=0 -0.00392847 -0.0421327 0.0230153 0.0371101 0.0620147 0.221094 0.318713 0.0074936 0.0498167 0.0174535 -0.119564 -0.129327 -0.153474 -0.133215 -0.162282 -0.130269 -0.00975598 0.0635905 0.0241597 -0.084097 0.112509 0.152539 -0.0238886 -0.0275106 0.0151161 -0.170976 -0.206793 -0.385922 -0.171243
internal_count=361931 327843 149396 178447 157507 108015 7045 5496 82318 100970 67847 34088 67078 61352 55219 48870 33715 55064 6349 73134 20940 33123 24613 52350 49492 32572 48447 39879 9147 30732
shrinkage=0.00294541


Tree=918
num_leaves=31
num_cat=0
split_feature=1431 667 405 244 1454 652 960 1169 21 785 553 391 710 189 773 1122 1243 211 772 1463 1017 602 971 1161 1287 1079 588 744 513 501
split_gain=66.3134 59.4785 55.5241 52.1502 49.6482 48.8961 52.2187 46.8566 43.1134 55.9797 48.8595 42.297 41.5153 38.8423 37.8753 37.0402 36.5338 35.7076 33.5438 32.2109 32.2105 36.7702 36.4439 34.6758 32.0751 31.1023 37.3605 36.3593 35.8878 31.3984
threshold=1.0000000180025095e-35 2.8959165655566772 1.0000000180025095e-35 -0.78587037464191989 -1.0708317567042769 -0.55024281929118113 -0.64257916016084482 1.6483035930306678 -0.70163543588998201 -0.86283290253235112 -0.44446617538538585 1.0000000180025095e-35 0.61706270828395171 1.0062439196653703 -1.3160669438727934 -0.44597838967925818 -1.3298235790872053 -0.68296409270292446 -1.6558551596985061 0.84250138401434416 -0.65857673932001837 2.6455866734826223 -1.1517325699581826 1.0000000180025095e-35 2.0134489336482666 0.85386604821755141 2.250834115212506 1.3025484894158337 1.0454229551509682 -0.50030596237753411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 17 13 15 12 14 -12 -10 25 -11 -7 -9 -6 -8 20 21 -16 -22 -24 -13 26 27 29 -28 -5
right_child=1 -3 -4 7 5 8 18 16 9 10 11 24 -14 -15 19 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0027949558788254703 -0.00035727254918893131 -0.001634894345468879 -0.0005607120874950057 0.00017399946258205725 0.00033441173373709919 0.00040206923918760973 -0.0008709343279602517 0.0021084678769565323 0.00047319258380540868 -0.00098572812308508656 -0.00015862002331788028 -0.00061671627150449045 -0.00080543944236725602 -0.00033697425105881282 -0.00015415815552943687 -3.6625146493933855e-05 -0.00048836085189461319 -0.00013193780402786904 0.00037375379403345314 0.00050704117625708506 -0.0010070779321812123 -0.0015360739371986123 -0.00014506979454737644 0.00047140991813184963 0.00072574118848497341 0.00042226748325432348 0.00035181595145511284 0.00046293044839342267 0.0019932294072570814 -0.00022000191511262887
leaf_count=306 31171 2224 18366 14042 9381 16946 1170 279 9531 2060 39459 19280 1244 11756 15477 20527 14334 27096 34542 5383 1299 789 6823 10297 763 10625 2572 5727 598 27864
internal_value=0 -0.0539101 -0.0490338 -0.0326534 0.0103379 0.0115018 0.0571259 -0.00519163 -0.0121611 -0.0331609 -0.0500676 -0.0927513 0.111731 0.0152391 0.00586824 0.0566792 -0.142542 -0.00233056 0.113906 0.0186724 -0.00648529 -0.0752237 0.0576561 0.0822021 -0.183958 0.0362136 0.0123302 -0.00466028 0.22884 -0.0289815
internal_count=361931 139558 137334 118968 222373 222067 72189 87797 149878 112405 101630 59502 10775 73184 42128 37473 14613 36477 35712 40068 34685 16266 18419 17120 20043 61428 50803 47633 3170 41906
shrinkage=0.00300432


Tree=919
num_leaves=31
num_cat=0
split_feature=616 1307 705 21 218 813 665 791 1469 203 146 997 1151 740 717 873 221 1122 1453 1464 112 1450 984 902 267 677 1023 279 1394 1092
split_gain=64.4475 69.2364 65.4999 54.852 69.1658 67.2698 69.3549 55.045 54.4305 55.755 53.076 52.9254 51.0985 53.6001 48.4691 47.649 45.7897 44.7166 43.7286 53.044 44.4171 44.3022 43.5252 45.2706 42.0677 42.1331 41.2133 38.1434 37.7455 37.2347
threshold=0.57091520978742472 1.6294210021612947 1.215584911221339 -0.13431221002227373 -0.70715186552796439 1.0000000180025095e-35 0.85652824257920523 1.0000000180025095e-35 -1.1492986858044119 0.76899764363570677 0.24320273380754456 1.2208093854130835 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.45120890067825536 -1.1180763719667981 -0.59741463845892706 -0.20662850366848182 0.28596086599967491 2.2718117149406565 -0.052814238061147031 0.39479349402703623 3.4436453420943347 1.0000000180025095e-35 1.0000000180025095e-35 5.5066796363144226 -0.89343086450515885 1.9704346137697744 2.9499917481720264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 17 6 7 26 27 18 -7 -4 -3 -14 -9 -8 -13 -1 19 20 -10 -20 23 24 25 -2 29 -6 -15 -5
right_child=22 12 11 5 8 10 15 14 9 -11 -12 16 13 28 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00021040869198351371 -0.00041973128774702468 -0.00070640187322987941 0.00023307810953616357 -0.00061451642266641582 -0.00025929530208682077 -0.00011591784293311721 -0.00022523982820451453 -0.00055876977664609084 -4.9581447221379848e-05 -0.00023143035265849989 0.0002424994070043898 -0.0014491947891177865 -0.00053417823959131376 0.00015847946304047188 0.00041871362637627889 0.00070275981443049934 0.0013239157614072952 -0.00042204043670343052 0.00024355168739724763 0.0005270514620499228 -0.0018632336222940051 0.00088086635970565546 -0.00069899400023626802 0.001934216455300725 -0.00083519870671664147 0.00011219039106795953 0.0019274660240683034 0.00082337054541582592 0.0021598942623345255 -0.0019884846447308828
leaf_count=9371 16905 15468 20832 24848 1863 53257 6056 5322 22138 19003 29483 373 12359 10549 5159 4160 3373 20104 14811 8623 990 7998 13130 488 6345 18799 219 8437 506 962
internal_value=0 2.77808e-05 0.0109028 -0.000487027 0.0364841 -0.0303341 -0.0978817 -0.145586 0.0669435 0.0437655 0.00587473 0.115203 -0.104566 -0.0283834 -0.00801317 0.0535892 0.346813 -0.0657831 0.0765031 0.0240043 -0.0325165 0.149421 -0.0893522 -0.0533203 -0.0627419 -0.0333236 -0.2004 0.204207 0.0825486 -0.210209
internal_count=361931 306264 267382 242804 113338 129466 46726 36510 83863 73563 82740 24578 38882 23414 10481 10216 3746 29475 54560 31751 23128 22809 55667 42537 42049 35704 26029 10300 11055 25810
shrinkage=0.0031882


Tree=920
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 602 921 784 727 878 388 727 647 590 703 519 268 1466 730 934 783 660 879 1469 869 971 1429 1465 275 1452
split_gain=167.552 151.565 106.446 94.314 99.2572 117.656 82.2128 77.8426 76.404 68.0649 61.2388 55.0662 54.7214 131.318 54.4934 59.5297 53.8611 51.6979 48.0493 61.5552 50.6731 48.9569 49.2374 47.4786 46.327 46.1287 45.9709 45.9057 45.8239 45.4802
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -1.4568199934402009 2.1420547332082829 1.0000000180025095e-35 0.57156622312866312 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 0.26872683687560334 1.0000000180025095e-35 -1.3263328046252252 1.0000000180025095e-35 -0.8891902375834092 1.0000000180025095e-35 -0.51923091368911811 0.4022431516292117 0.91361512331551464
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 26 18 14 -1 -9 12 -8 13 -3 -6 -16 -17 -7 20 21 -5 -20 -23 28 -25 -10 -2 -27 -14 -19
right_child=1 10 -4 6 7 17 11 9 25 -11 -12 -13 23 -15 15 16 -18 29 19 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-1.6175800328745273e-05 -0.00011537732111702577 -8.8367566233900279e-05 -0.00012777237294660392 8.4727897341417904e-05 -0.00014758011137432092 -5.4930407285640717e-05 -0.00010500133937364394 1.7064594138873789e-05 -0.00010376276189248779 -0.00010808309481986497 -0.00020488732182363662 0.00024166285478990121 0.00082327220270740512 0.00047566952239593284 2.5268870176850707e-05 0.00026094328914243441 -1.0599063908490795e-05 2.0346788166048643e-05 0.00010426088815833107 -4.2168409257249299e-05 -6.7152709727385935e-05 0.00061619190032381613 0.00011063568473996381 -7.5007283499228577e-05 -0.00016721125795661194 4.2935061560263202e-05 -0.0002546899095549079 0.00021781683188363483 -0.00035284414145538706 0.00030448829975937488
leaf_count=12551 20984 3918 31093 7155 3813 32649 1187 16662 1561 21606 20295 5949 220 1190 41710 4275 2260 5233 2834 3316 15834 978 739 48264 25946 5040 12699 10407 102 1461
internal_value=0 -0.0672909 -0.0392401 -0.0237299 -0.0468191 -0.112225 0.0686328 -0.00392655 0.0967748 -0.074641 -0.149204 0.261955 -0.122772 0.0975657 0.0475904 0.0649291 0.239027 -0.0403032 0.0205513 0.159612 -0.0282314 0.312655 0.58412 -0.140365 -0.145047 0.189856 -0.228967 0.225489 0.63541 0.122542
internal_count=361931 332372 232437 201344 163352 73026 37992 90326 29559 38268 99935 7136 79640 5108 52058 48245 6535 39343 30856 7867 22989 4551 1717 74532 74210 17008 33683 15447 322 6694
shrinkage=0.000714163


Tree=921
num_leaves=31
num_cat=0
split_feature=1430 1160 1469 1436 62 1092 1154 1429 734 785 728 915 804 885 21 980 1454 1453 1449 497 1049 608 216 933 1042 387 1459 968 93 5
split_gain=64.1862 132.053 67.5616 60.4193 52.9208 51.211 46.423 61.2858 46.3484 49.4893 46.2925 45.9688 44.9693 41.8807 61.0205 48.8872 48.4055 79.6997 47.2358 43.8257 41.5174 43.8718 40.5239 38.3282 38.1684 38.0505 36.7984 36.3706 36.0208 35.75
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0000000180025095e-35 -1.2811150420666217 1.0127093791323547 1.0000000180025095e-35 1.13172262110474 3.0820683777490774 -0.86283290253235112 -1.3163276726681863 -0.71904054308896115 2.2521318533151415 0.35018306414905159 -0.70163543588998201 1.4201849982139072 -0.91909735138557946 0.32774520349467018 -0.090034800950571897 2.1570521254726853 1.4391907879700609 1.0000000180025095e-35 -0.7695639776090929 0.68806224955729689 1.4848030582465437 0.48175499774689134 3.4468532621707859 -0.048733485276244833 -0.65067476540809355 3.4527751938281903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 6 10 22 7 27 9 -6 -2 -1 13 14 -11 20 17 -16 25 24 21 26 29 -23 -18 -19 -15 -4 -24 -3
right_child=4 5 3 -5 8 -7 -8 -9 -10 12 -12 -13 -14 15 16 -17 19 18 -20 -21 -22 23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001762268820726351 0.00023621225780303266 0.00021269879013518836 -0.00083007851819834149 -2.1627007058085356e-05 0.0004835006199916015 0.00037160813484686083 -2.6489470013230135e-05 -0.0015384854896145358 0.0011045893197813663 0.00022589217519241645 -0.00030079095442019739 4.6271044745215052e-05 0.00065587367070798791 0.00013775177763026718 6.8395607646964238e-05 -0.00050317072411932206 -0.00019821279144891483 0.0023124056928256016 -0.0036986328535987948 0.0005383081539631681 -0.00039781523556805897 0.00075607860529854965 -0.00046030229294806272 -2.6713985568914427e-05 -0.0008275355806785247 0.0062740763918946642 -0.0031729552413050327 -0.00036673530817133554 -4.6869669455192488e-05 0.0044803655739676382
leaf_count=765 10524 16915 24846 12865 12626 13768 7119 7371 1806 26491 37474 2970 4655 17116 1668 3661 54902 287 45 2998 3313 11166 15855 3062 5742 141 148 21877 39662 93
internal_value=0 -0.0477079 -0.129691 -0.151458 0.0136251 0.00727929 -0.189935 -0.219753 0.0323242 0.0278382 -0.0556242 0.134244 0.0155446 0.00754458 -0.0195267 0.0632186 -0.0550808 0.270449 0.99618 -0.0661145 0.0872039 0.110775 -0.0188907 0.188725 -0.0802214 1.18846 0.0347112 -0.189228 -0.0490485 0.0757187
internal_count=361931 164106 77813 74078 197825 86293 61213 54094 149827 148021 47998 3735 135395 130740 92274 38466 65783 2141 473 63642 34805 31492 72525 14228 60644 428 17264 46723 55517 17008
shrinkage=0.00312569


Tree=922
num_leaves=31
num_cat=0
split_feature=50 56 1470 547 62 62 1034 1454 1464 188 725 1150 1043 705 1470 1091 712 1226 1454 1323 913 557 1469 1380 930 651 1457 990 1298 209
split_gain=63.9631 93.59 57.4099 53.7665 55.8032 52.3215 48.4325 47.2276 55.2804 45.0124 44.7601 43.8218 43.7292 40.392 40.2821 39.9509 42.6968 39.149 38.9599 38.4082 37.9618 37.6921 37.2637 38.1641 37.2052 37.1659 37.1546 36.9562 35.7172 35.079
threshold=0.55630078546380823 1.0000000180025095e-35 -1.3664195657027294 2.6871848640237861 -1.2811150420666217 -0.67845511463764618 0.71742563768805134 0.46457600248903658 1.6196093032808887 1.0000000180025095e-35 -1.7381742991555973 1.0000000180025095e-35 -1.4176934986619927 0.62883063453998334 2.1658139678380679 0.69009342306031496 -0.63779424894106762 2.7860623538189473 -0.98478334500156417 -0.7977244014063537 0.63894184374657004 3.2851109509259637 -0.59065768863651236 3.6043248970129875 1.0000000180025095e-35 1.1107569744011787 0.7343439707691487 1.09266583130301 0.60955665694886108 2.5490528655426576
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 29 11 7 12 20 14 -5 -4 -7 22 15 16 -6 27 -2 -18 -9 24 23 -11 -15 28 -10 -14 -8 -1
right_child=18 2 5 10 9 6 25 8 26 13 -12 -13 17 21 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00062460752978797879 -0.0010103623710779291 -0.0013515100250004683 -8.9875913149084189e-06 0.0036106707159471677 0.00012795692600548275 -0.00059546165392587085 -0.00034837432388521046 -9.3664812761235744e-05 0.0010993110679138373 0.00017555986418891329 -0.0010639722891247465 -0.00041684487071049918 0.00021584641697673348 -0.00017090785270999689 -0.0013551593367048325 0.00013262457555386406 -0.0011243270548256163 -0.00098356691532792452 0.00012569689709470826 -0.00036666156772019009 -0.00079836449837798263 0.0039892037420409619 -0.00031279836076317301 0.0058746514908244087 0.00054949137986209018 -0.00097419686291310835 -0.00038501057824497168 0.00062768204840755548 0.00025334113645870032 0.001529711867702931
leaf_count=22868 1290 1052 29934 69 7274 3217 9369 11965 1846 8099 6794 20509 54002 4384 1930 8839 5211 961 82873 34453 3598 94 16506 36 6704 2040 796 8949 5872 397
internal_value=0 -0.0294789 0.00417204 -0.0833666 -0.0728228 0.00792437 0.0338442 0.0544423 -0.0402448 -0.0504479 -0.340392 -0.0561061 0.0810376 0.0077409 -0.0979772 -0.0861657 -0.120734 0.0912877 0.0390765 -0.158046 -0.0900431 0.11137 -0.0455276 0.0731643 0.0996785 -0.0709323 0.229684 0.0975968 -0.034032 -0.203686
internal_count=361931 277768 154110 123658 116795 153058 102615 85334 18205 93530 6863 50443 67129 35823 57707 55777 46938 63912 84163 39664 15563 11182 24641 8135 11088 17281 2642 62951 15241 23265
shrinkage=0.00283103


Tree=923
num_leaves=31
num_cat=0
split_feature=785 125 50 750 728 964 712 1452 126 644 885 1470 694 602 497 578 609 1237 1323 705 1465 898 485 284 789 1150 392 1014 909 927
split_gain=192.58 135.967 140.558 114.333 93.7273 109.638 81.8095 77.8902 77.1568 73.7927 78.4726 72.2453 72.1579 68.496 62.8696 57.2869 53.3604 51.3067 47.329 45.8669 44.2084 43.8983 49.1458 43.7109 43.6872 43.1446 42.0018 42.6756 41.8069 41.4699
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.63779424894106762 0.79547082264194502 1.0000000180025095e-35 -0.34929633066952553 0.35018306414905159 1.3024667090820021 1.4410699139383063 0.66849908449309148 1.7001250133015622 -0.87905496296652397 2.9086430321303127 1.4298092310842805 -1.1856193027966613 0.67165941385979033 -0.52774419131799011 -0.3564612371771741 -0.83270768514372084 -1.0597622724945783 1.1248358748350926 1.0000000180025095e-35 0.52324844451863972 1.9117660652834578 2.0566706538269872 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 9 -1 12 14 10 -6 28 -2 16 23 -8 18 29 -10 -12 -5 22 -7 -3 -25 -11 27 -4 -9 -17
right_child=1 8 26 20 5 21 15 11 13 25 19 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016273129127180813 4.0576802377225459e-05 -0.00019909770060985344 -1.3965687960247165e-05 -0.00032655170422217738 -0.00013412714729696621 -0.00018127068760754889 0.00028808548643949192 9.2826174791154175e-05 -0.00029497857144799195 -0.00013962752629560299 -8.1757474016281193e-05 0.0010044915199445409 -0.00012768143897111693 -9.8190646879432365e-05 9.4551701649454788e-05 7.5353859747213413e-05 -0.00020097817739708149 -0.00017047874434477034 0.00012859204771780005 0.00011373747149389071 -0.00015733625679325823 -9.4243986030242508e-05 3.6417249450079334e-05 -1.6682351564206404e-05 -0.00018500063512101315 -0.00024811631751304189 7.7913280498087713e-05 -0.00022107758607561249 0.00064590116686831533 0.00028048145807981834
leaf_count=3225 13574 5497 48201 9225 30410 3527 3439 4713 739 30195 6191 224 13393 4334 7065 18523 1096 1734 20921 6023 17597 17960 20964 28986 4442 22483 11452 2862 298 2638
internal_value=0 -0.0652103 -0.0919167 -0.125532 -0.105739 -0.133985 0.110416 7.42194e-05 0.0120577 -0.183494 -0.113649 0.23558 -0.0499817 0.0945055 -0.0432374 0.145949 0.138473 0.10912 0.161062 0.0298335 -0.289941 -0.0445179 0.0141491 -0.0791035 -0.0522813 -0.249798 -0.00652348 -0.0332835 0.181024 0.136646
internal_count=361931 332372 259292 196777 169955 137753 29559 32202 73080 95302 42624 5235 26967 27090 45990 26334 22756 22895 21660 12214 26822 42451 24491 38925 33428 52678 62515 51063 5011 21161
shrinkage=0.000728446


Tree=924
num_leaves=31
num_cat=0
split_feature=785 728 784 815 1016 921 728 784 747 1065 578 726 755 519 268 585 647 590 846 828 990 1065 730 783 934 706 146 498 138 519
split_gain=178.008 121.815 89.7364 90.475 116.895 84.0756 80.3286 66.3444 59.441 63.2351 59.3174 57.1088 55.3971 65.1245 62.3733 52.1477 52.0863 146.054 51.7614 49.6418 49.5087 44.5655 44.0161 54.9151 54.3132 43.6056 43.2764 42.7234 42.0053 41.9974
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.49008176997875957 1.0000000180025095e-35 0.98810451262880827 1.0518754624258557 -0.87905496296652397 1.0000000180025095e-35 1.5226375783121155 2.1420547332082829 1.0000000180025095e-35 -0.8867634123843694 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 -1.0536780337889886 1.09266583130301 1.0518754624258557 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 -0.20668351718138131 2.2368666814773395 1.5674918557501278 -1.0321883268519072 2.1420547332082829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 15 22 -1 12 -9 -10 -8 -7 13 27 -15 -2 17 -3 -18 -12 -13 -21 23 -4 -24 -17 -20 -5 -28 -25
right_child=1 16 5 7 -6 11 10 8 9 -11 19 20 -14 14 -16 25 18 -19 26 21 -22 -23 24 29 -26 -27 28 -29 -30 -31
leaf_value=-0.00027518741185323644 -0.00041425149355683866 -0.00022790495688736458 -3.3174360065595901e-05 -0.00011439577763695189 -0.00015234641468966632 -0.00022946144476570948 0.00020741771211783922 -0.00021654119551664907 -2.3531328729435703e-05 -0.00033766526727767239 -0.00030223026393916578 5.9620794463817909e-05 -0.00021077389782607543 0.00017442237878906823 -0.00014468567817498972 -0.00018665638812429862 -0.00016978802402351295 0.00037648208080591982 -0.00027233701663321639 -3.6200508368728257e-05 0.00039557922795241022 0.00019480528659245166 9.1618293573024617e-05 -0.00022159674969089949 -0.00016667931494326329 -0.00033428586212406054 0.00061142408271358897 6.2819086953875926e-05 -0.00011415761150125635 8.6963745676116585e-05
leaf_count=3396 11374 4821 7921 39345 45506 1345 3407 32193 8520 1866 1657 4778 11146 4484 2307 17098 29774 1384 62243 18348 1472 2751 5213 16536 3732 12866 277 3586 1436 1149
internal_value=0 -0.20899 -0.183975 -0.204485 -0.261063 -0.0977692 -0.0382348 -0.165481 -0.227789 -0.101233 0.000338925 0.0947161 -0.121608 -0.0949104 0.0858134 -0.364039 -0.279921 -0.0849091 -0.294843 -0.0375374 0.175139 -0.00998033 -0.142547 -0.187257 -0.0181433 -0.315397 -0.333997 -0.12485 0.00697021 -0.252232
internal_count=361931 332372 232437 190291 86844 42146 29559 103447 42579 10386 26163 7595 60868 49722 6791 41338 99935 6205 93730 22756 6250 21099 34551 25606 8945 29964 63956 42931 1713 17685
shrinkage=0.000788493


Tree=925
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 852 727 539 784 923 647 590 846 578 921 716 278 694 828 146 138 1051 714 815 1016 690 792 927 854 608 583
split_gain=210.969 134.442 99.6922 87.8416 82.8241 78.0164 95.7775 74.1543 63.2523 57.5994 153.803 57.7484 55.4498 52.855 84.4598 50.9001 48.8581 48.21 46.2042 45.0414 44.3709 44.1436 42.6149 63.3733 57.6233 43.2617 42.3256 42.9231 42.2364 42.1628
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 0.9594655836162902 -0.86449023226567734 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 -0.87905496296652397 1.0525743831388839 0.39849607246918939 -1.1833072469291228 1.2342127532274445 -1.0536780337889886 2.2368666814773395 -1.0321883268519072 3.5926503781727646 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.025797690869350669 -0.87246257202899724 1.0483613175537825 -0.87473648844905705 1.0000000180025095e-35 -0.55326332990463356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 16 8 15 -7 10 -3 -11 -5 -9 -15 -6 -2 -14 -13 -20 -10 26 23 -17 -24 28 27 -19 -26 -18
right_child=1 9 -4 12 7 6 -8 13 20 11 -12 18 17 14 -16 22 29 21 19 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00018826281988571324 0.00010877321383984082 -0.00012653069769811551 -0.00013110940230103682 0.0003168095509771216 -0.0001521624312649 -0.00041151428245101709 1.2821540650679806e-05 4.7648873498335473e-05 -0.00013558054441955609 -6.4155247040071408e-05 0.00051811286045553846 -0.00017796920257316467 -0.00018290956421166765 0.00032873821883608946 -0.00032110821850007769 -0.00013386267287488754 8.1360769212567442e-05 0.00033287061001177262 0.00078202360860641143 -6.6086238018620118e-06 0.00083476501522753886 0.00016897349259001416 -3.4355142711470319e-05 8.6601849830135889e-06 -0.00014961443678777577 3.8053435601068985e-05 0.00033872671988899056 -7.7600908030037665e-05 0.00023676665981101622 -0.00012749615680238745
leaf_count=3225 9356 4821 35150 3439 9027 2982 13234 17214 40237 29774 1384 62243 1661 3969 637 19201 4586 713 277 1436 142 13797 21845 21805 930 16982 863 5861 5853 9287
internal_value=0 -0.0727403 -0.0463352 0.11109 -0.0289507 -0.085066 -0.130177 0.00555559 -0.18752 -0.149934 0.0601745 -0.166241 0.147996 0.112753 0.303122 -0.0205616 0.0211179 0.1118 -0.209049 0.15291 -0.16375 0.137972 -0.0063892 -0.0602637 0.0338725 0.100787 0.0165665 -0.0391134 0.235608 -0.0670361
internal_count=361931 332372 232437 29559 197287 79824 56595 117463 43361 99935 6205 93730 26334 21820 4606 95643 23229 22895 63956 1713 40379 21234 86616 41006 45610 23765 7437 6574 6783 13873
shrinkage=0.000804263


Tree=926
num_leaves=31
num_cat=0
split_feature=1078 785 561 990 539 809 1151 1464 1466 21 1452 1451 427 710 1323 923 1469 341 671 1457 705 1159 1458 830 227 207 1449 968 962 346
split_gain=65.9979 60.2154 56.5899 54.408 50.225 51.4682 50.4185 47.7857 47.7097 58.3366 41.8227 41.6424 41.2001 52.1702 47.9646 48.8129 43.0595 41.0528 40.5327 41.7032 40.3008 39.142 37.1874 36.6601 36.0536 35.1489 35.0777 39.1499 38.9198 36.1037
threshold=1.0000000180025095e-35 -0.86283290253235112 0.060847979350058673 1.09266583130301 0.6695026854463163 1.0000000180025095e-35 0.54378645269797976 0.64223275086548759 0.37829601484295772 -0.13431221002227373 -0.39382591387645322 0.97444554247727011 -1.2544068337130054 2.0142775757586349 2.7132217573315578 -0.86449023226567734 -1.1374964112163577 0.4740468779213643 5.6047752163038629 3.5472541794166519 -0.0050352993931598944 2.1832209339875042 -0.27691649494327347 1.1278913153937258 1.0193213537740753 -0.012454438767458937 3.3621040362166359 -0.86170287449276339 0.49114601774772187 -0.21489534363420018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 8 5 17 -7 20 12 11 22 26 -3 18 15 -15 -17 -4 19 25 -1 -12 -11 -5 -2 -14 28 -28 29 -10
right_child=24 2 4 23 -6 6 -8 -9 9 10 21 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00022495610628092181 -0.00018218451037831364 -0.00052362047191397191 -0.00029853449684223883 0.00020714619347546155 0.00011313694390231339 -0.00021291834920976038 0.00033733386601266299 0.00085590234212048577 0.00094491479190051721 -0.0010718949383939818 0.00026417611112925378 0.0010440537949686665 -0.00021967476224392127 0.0020746155409878033 0.0029013139655950926 0.001484872010986149 1.395049850669005e-05 -0.00083215080124527849 -0.004067908943632092 0.0013126982003876862 0.00035967296971673037 -0.0016802780115871075 -6.0336158785741947e-05 0.00087718700173763161 -0.00065318211714039491 3.7293345867979503e-05 0.00097251434123416989 -0.0042773833864383779 -0.00022279966128518319 9.7243090267552361e-05
leaf_count=6785 60647 10140 25343 16610 19627 36112 8659 4689 4335 2785 9438 3594 46904 518 259 798 6327 14656 103 740 13287 473 3274 3768 10939 42976 89 130 4239 3687
internal_value=0 -0.00200726 -0.0123735 0.0125496 -0.0552268 -0.0827558 -0.0346152 0.0972572 -0.00327077 0.0690432 -0.0213526 0.16201 -0.0259994 -0.0137086 0.152041 0.1189 0.0690044 -0.15376 -0.0291141 -0.0275103 0.0525874 0.0618553 -0.164165 0.115206 -0.0842149 -0.0322304 0.098784 -0.722571 0.115363 0.196062
internal_count=361931 290345 265584 161187 104397 84770 44771 24761 140809 32044 15970 16074 108765 98625 7902 7643 7125 39999 90723 90620 20072 9911 6059 20378 71586 89880 12480 219 12261 8022
shrinkage=0.00294541


Tree=927
num_leaves=31
num_cat=0
split_feature=785 728 871 784 712 1362 990 427 540 595 1469 677 671 529 1237 487 537 852 784 947 764 638 854 21 714 927 562 50 641 1463
split_gain=213.483 174.482 120.903 89.5915 87.0301 74.3188 73.1274 62.0043 60.4993 64.0342 57.9671 63.3475 75.3799 55.7956 54.7566 53.4508 51.5997 49.0895 48.9361 53.8889 51.7215 48.8301 48.5516 46.9142 45.543 48.4993 43.472 41.6651 39.1808 39.7774
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 -0.63779424894106762 1.0087403405179345 1.09266583130301 -1.3213734904502978 0.35001124564692748 1.0000000180025095e-35 -1.0470123060412753 1.0000000180025095e-35 1.0000000180025095e-35 1.4795591430507427 1.4298092310842805 1.6304501485392697 2.1533051290640106 1.0747610123934368 1.0000000180025095e-35 1.641280574724302 -1.2985900350266149 -1.9689564536147179 -0.87473648844905705 -3.9164670491403295 1.0000000180025095e-35 1.0483613175537825 -1.8356715629493723 1.4829784501753427 -0.94213053647529932 0.093599294775546141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 7 17 26 9 13 -9 12 -12 21 22 -4 -10 -5 20 -20 -13 -3 -6 -23 25 -24 -2 28 -25 -30
right_child=1 8 15 6 14 -7 -8 10 16 -11 11 18 -14 -15 -16 -17 -18 -19 19 -21 -22 23 24 27 -26 -27 -28 -29 29 -31
leaf_value=-0.00016957967237083709 0.00052806747946828898 0.00040479667780465595 -9.6421289028631802e-05 -6.8068354488532379e-06 0.00032738136788596731 -0.00012303347836895958 0.00020729780166185442 6.2468165506174289e-05 -4.0641979926779613e-05 -0.00024696279349868314 -0.00016003321219210952 -0.00015864667129050493 -2.1106796634559027e-05 -0.00029299033221706514 -0.00013908808835236581 -0.00032869110367737169 0.00049041761724552286 0.00015610289822780006 -2.3426606840194105e-05 -0.00026558900582417729 6.0174715362927691e-05 0.00064151076438863429 -2.7129203147068721e-05 6.9960750275731363e-06 0.00015621227920610569 0.00032420248992102074 -0.00017150227114005458 1.8240977853718694e-05 -0.00017796698578818255 -7.2268296593400074e-05
leaf_count=3225 215 410 42431 24430 2402 22817 5514 19029 14500 18186 20860 2901 23871 6271 1892 3878 446 4837 21137 2255 28864 168 6774 5775 14368 898 9398 5615 32794 15770
internal_value=0 -0.0741129 -0.0440225 -0.0217367 0.110411 -0.0449864 0.0722123 -0.026745 -0.161575 -0.188821 -0.0148683 -0.0362789 -0.102505 -0.15847 0.147031 -0.154003 -0.0307322 0.029892 0.00683612 -0.0636901 0.0584732 -0.138879 0.172924 -0.145379 0.142711 0.0215347 -0.2089 -0.149646 -0.171998 -0.194803
internal_count=361931 332372 232437 186128 29559 151347 34781 128530 99935 84989 118917 99888 44731 66803 26334 46309 14946 29267 55157 23392 31765 60532 24442 60122 22040 7672 9613 59954 54339 48564
shrinkage=0.000728446


Tree=928
num_leaves=31
num_cat=0
split_feature=181 118 852 702 840 970 864 928 784 651 921 87 815 747 727 488 1117 1012 21 76 1311 735 1227 414 844 758 1109 225 556 485
split_gain=64.3293 61.4584 55.1921 50.4597 50.0695 55.6649 45.0266 53.6116 46.7192 40.2291 39.398 39.3766 38.818 38.1408 40.9498 36.2181 35.456 34.5093 46.4888 33.5869 33.968 33.5043 32.1326 34.1947 35.994 32.8314 32.0804 31.804 37.4336 31.4816
threshold=1.0000000180025095e-35 1.1315434704044114 -0.22706799479215015 2.2275443133153514 0.78049814275802964 1.1705655497795486 0.72275257928592751 -0.52992354128753727 0.9594655836162902 1.1107569744011787 1.0525743831388839 0.56076668980743449 1.0000000180025095e-35 1.6274895855248437 -1.1275738623161491 2.8515552888993336 -1.3080433831369278 1.0000000180025095e-35 -0.13431221002227373 -0.85541477606332816 3.6225485867211153 2.2560756724538602 0.45217487547399066 -1.1959849908554843 3.2611025658932777 1.4386561830248927 3.4529258953000785 -0.88373283021874527 -0.85449161892015468 0.52306328833348981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 15 7 8 12 -8 -10 21 -4 14 -12 17 27 18 -1 -19 -21 22 25 -24 26 -2 -25 28 -9 -15
right_child=11 -3 3 -5 -6 -7 9 16 10 -11 13 -13 -14 29 -16 -17 -18 19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00032802070840606628 -0.00039983959792098402 -0.00028481058480075218 1.9353679952055881e-05 -0.00067490689575475896 -0.0005225429957170563 -0.00056658231610602335 -3.318352141781791e-05 0.0030598152652283584 0.00029195229128213074 -0.00085036960960147446 -0.00044049149109246026 -0.00061815823403096805 0.00046225514213838869 0.00085347404319565463 0.0015863720201502473 0.0010891290895016126 0.00010955212078875696 0.00026516757340186713 -9.5776579082867893e-05 -0.00035895237260439786 0.0037370537759547819 0.00092790355407584466 -0.001291628288345291 0.00014688642122843526 0.0048544331072198832 0.00012383124399296778 0.0070414940597239113 -0.0007122126188661848 -0.00033915838222057387 -0.0029399643107188406
leaf_count=23013 37425 36660 17418 3540 11292 10390 21579 217 3621 3058 432 15357 16851 181 3601 1545 74677 5792 24765 22448 81 1190 989 11866 70 8242 27 4956 492 156
internal_value=0 -0.00181488 0.00981274 0.0350554 -0.0326935 -0.0137388 0.0411797 0.0578963 0.118856 -0.0442829 0.260883 -0.08162 0.0835766 0.389112 0.445427 0.00556468 0.0245339 -0.00127278 0.0335339 -0.0680346 -0.110733 -0.0548132 -0.0641832 0.0340484 0.064294 -0.0977556 0.0541179 -0.161017 0.297672 -0.258615
internal_count=361931 286765 250105 150779 99326 88034 147239 122602 42260 24637 7991 75166 34269 4370 4033 77644 80342 76099 47778 28321 22529 59809 58619 12952 11963 45667 11893 5665 709 337
shrinkage=0.0030644


Tree=929
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 712 921 890 388 647 590 727 578 150 828 1469 788 470 720 746 275 730 934 783 519 585 990 603 660 714
split_gain=177.877 142.315 95.3193 96.8241 111.671 81.7317 80.3505 57.6631 56.6354 56.0674 139.014 55.181 53.8538 51.6477 48.6674 48.0558 47.3951 62.0374 54.8229 46.7816 45.8949 44.2287 58.8485 56.3977 44.6763 44.0272 43.8364 42.9213 50.5153 42.8868
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0525743831388839 -1.0182342416987082 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 -0.87905496296652397 -0.45926076786608272 -1.0536780337889886 -1.3263328046252252 0.38349571241217301 0.66595742291584703 1.0000000180025095e-35 1.0000000180025095e-35 0.4022431516292117 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 2.1420547332082829 -0.8867634123843694 1.09266583130301 1.0000000180025095e-35 0.26872683687560334 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 21 -2 9 10 -3 -8 -7 -5 -14 20 -15 -18 -19 25 -11 23 27 -4 -25 -9 -13 28 -23 -16
right_child=1 8 6 13 -6 12 11 19 -10 15 -12 26 14 16 29 -17 17 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018351424941301064 -0.0003510416408601943 -0.00010192255239859066 7.9041771450928113e-05 -6.7218465240759403e-05 -4.7115269779494153e-05 0.00028949103807207897 -0.00012699192180474299 -0.00034596066690680883 -0.00022097460896586884 0.00089205727350597278 0.00052740954281657538 0.00016387461018701663 -0.00018989333800624764 -2.0086194999680185e-05 1.6421855728449936e-06 -0.00011615278797965231 1.1621976059700823e-05 -9.8348090393337171e-05 0.00029266149716361008 -1.7935790427702525e-05 -0.00038288651004575865 0.00016950878763874981 -6.1461579712334099e-05 -0.00011175740281302501 0.00019884105634660534 -0.00014684523566071503 0.00046877720131174204 5.4285990461103202e-06 0.00058209675403696952 0.00014940182034913185
leaf_count=3225 9953 3918 7921 42028 45923 3439 1294 5996 20295 220 1190 4808 1661 43703 7437 74210 11997 1141 4132 5584 102 2134 3732 16536 1149 19834 1493 1982 1097 13797
internal_value=0 -0.0737138 -0.0465201 -0.0681571 -0.127553 0.0954354 0.0432248 -0.231033 -0.153133 -0.127745 0.0954679 0.230568 0.131208 -0.0269417 0.0954947 -0.145548 0.00991624 0.101183 0.277525 -0.190293 0.635582 -0.00175259 0.124985 -0.0471354 -0.113812 -0.242478 0.306269 0.266922 0.404909 0.121889
internal_count=361931 332372 232437 190291 87290 29559 42146 41367 99935 79640 5108 7595 26334 103001 22895 74532 60973 17270 5273 31414 322 34551 8945 25606 17685 25830 6301 5213 3231 21234
shrinkage=0.000773033


Tree=930
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 712 921 647 590 746 578 846 727 150 585 730 934 783 828 497 785 588 719 714 990 519 146 660 879 138
split_gain=208.15 170.952 107.59 101.697 111.899 89.2671 85.2449 61.2733 153.501 57.2927 56.3516 55.7464 55.1376 53.8927 51.3563 50.4274 59.2943 52.5335 49.64 46.8176 56.5859 52.73 64.4894 46.0715 46.0201 45.9955 45.6351 44.3188 54.9511 43.7598
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0525743831388839 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.87905496296652397 -0.53268848306471728 -1.5722412400100421 -0.45926076786608272 -0.8867634123843694 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 -1.0536780337889886 0.26974448824413327 2.9970139449733542 2.250834115212506 1.0000000180025095e-35 1.0000000180025095e-35 1.09266583130301 2.1420547332082829 2.2368666814773395 0.26872683687560334 1.0000000180025095e-35 -1.0321883268519072
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 9 -1 15 8 -3 14 -7 -9 -8 -5 -2 17 27 -4 -12 -15 21 -21 -23 -20 -14 -19 -13 -17 -29 -28
right_child=1 7 6 13 -6 10 12 11 -10 -11 18 26 24 19 -16 16 -18 25 23 20 -22 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0001573866878126913 -0.00031270291753766975 -0.00010602575348913789 6.6625537404991852e-05 -5.6426328345437582e-05 -4.004204836283201e-05 0.0002600306974304488 -9.9415342522468663e-05 -6.0806375822988507e-05 0.00042134321733978725 -4.0153820349607221e-05 -0.00015449927446993118 -0.0001523282685598049 0.00014715070603295527 -2.4610929657395387e-05 -0.00015046346027879564 8.7496414971600936e-05 -4.2620213308677018e-05 -9.1401786010724038e-05 8.1441634015228222e-06 1.4958274594999166e-05 0.00036053203701504532 0.00027950127590872786 -0.00022849775126454288 0.00013857751098493299 0.00041287541955563187 0.00017728827013004027 0.00062286511488613414 0.00053971802135467553 7.2874698063102731e-05 -1.2324651487032762e-05
leaf_count=3225 9354 4821 7921 42028 45923 3439 1294 29774 1384 7325 1661 62243 4808 35215 24688 3227 3732 16536 7437 21730 983 2496 549 13797 1493 1149 277 1082 904 1436
internal_value=0 -0.0733779 -0.0435539 -0.0665103 -0.127282 0.109143 0.051732 -0.160093 0.056274 -0.230701 0.14635 -0.176833 0.244293 -0.0242909 -0.283704 0.00537331 0.140839 -0.0429941 0.109863 0.0133405 0.0771599 0.0583462 0.298216 0.13642 0.319634 -0.10733 -0.218764 0.283373 0.529273 0.139951
internal_count=361931 332372 232437 190291 87290 29559 42146 99935 6205 41367 26334 93730 7595 103001 34042 34551 8945 25606 22895 60973 25758 24775 3045 21234 6301 17685 63956 5213 1986 1713
shrinkage=0.000659776


Tree=931
num_leaves=31
num_cat=0
split_feature=728 659 625 526 1176 744 705 21 706 848 1296 1265 805 1031 522 693 1107 1176 497 1049 492 620 488 761 1443 762 333 554 326 182
split_gain=65.2224 67.9857 66.4058 59.5696 55.9018 50.9263 50.5093 55.9078 45.8073 44.453 44.2595 42.4829 41.9594 40.9444 39.3767 38.9082 37.8988 37.7144 37.6162 39.5641 37.5259 36.2632 35.9286 34.2952 37.1294 34.171 33.5394 32.999 32.0866 33.6306
threshold=1.0000000180025095e-35 0.62821384419828064 1.3588464340405195 2.3757057381457001 -1.5478165694957997 1.3025484894158337 0.89008618839080589 -0.70163543588998201 -0.34486521972324052 -0.010722182645844016 -0.43652631067203845 -0.33520394366305029 1.4663648571955066 1.0710442084254466 -0.71745339412579689 -1.3595894605335417 0.14643903608549122 2.2585723597822573 1.9703080013679652 1.6247608304535173 -0.20620342625219026 0.16760437365778322 -0.31755170020164508 1.0276650963282175 -0.65766373710084702 0.44220551504182498 1.0308016862606064 -1.6518310975027426 0.65872944223055041 0.80071687052116158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 12 7 8 11 18 16 20 14 -6 -2 -13 -9 26 -8 -20 -1 23 -18 24 -7 -22 28 -12 29 -16
right_child=5 -3 4 -5 13 21 9 10 -10 -11 27 15 -14 -15 17 -17 22 -19 19 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001018666832995779 2.8782067915631503e-05 -0.000216318111100456 -0.0015687490850794614 -0.00055695183595241805 -6.3354166532808611e-05 0.00015243165204225411 0.00030284858210032897 -0.00036605933437870074 -3.3786590795257698e-05 -2.7243269706192573e-05 -0.0011592390384054419 -0.0004721409657385311 -0.00072738865904448753 -0.00073720926822993323 -0.00053878763538805217 0.00033577027975551941 -0.00028517184431012916 0.00060495151756244923 0.0012247692008998813 -0.00059792962609427698 1.6190477881530672e-05 -0.00038292944624344173 0.0002153539755485879 -0.00088262832239716592 0.00097920720778513519 0.00098898430949981948 0.0002183781312821767 8.3487748124763537e-05 -0.00010855876321484526 -5.9928427090561558e-05
leaf_count=4803 22559 41024 1644 6657 16202 4588 31387 20902 14284 13859 931 3171 9286 5576 37648 9357 8677 1795 2428 425 4154 2830 10209 691 2970 1771 4101 55380 14675 7947
internal_value=0 0.00157869 0.0173812 0.030112 -0.102005 -0.0679153 0.036428 0.0142092 0.0882909 0.0955286 -0.0127871 0.149062 -0.0881295 -0.0746861 -0.0738374 0.0565003 -0.0693168 -0.105349 0.13553 0.359691 0.247538 0.0702219 -0.00177454 0.143088 0.184764 0.123811 -0.115903 0.0254266 -0.132166 -0.168569
internal_count=361931 252841 211817 188395 23422 109090 181738 133639 37540 48099 96099 23256 98011 21778 88725 12528 39788 66166 34240 2853 10728 11079 18886 8249 7558 5925 64371 56311 60270 45595
shrinkage=0.00266775


Tree=932
num_leaves=31
num_cat=0
split_feature=785 125 50 728 712 126 194 1076 678 694 602 497 203 578 609 869 828 529 1323 1292 1367 622 1450 56 284 789 476 1452 150 1145
split_gain=195.311 136.187 141.921 87.1636 84.7612 80.2149 79.7131 76.8949 76.588 73.5844 69.291 64.1175 58.3809 52.606 51.6454 51.5339 47.9606 47.6009 46.6479 44.269 51.3117 43.3148 42.7706 44.5943 42.6746 44.211 42.558 42.316 40.738 39.4174
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 -0.49008176997875957 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 2.1748273896674011 0.66849908449309148 1.7001250133015622 1.0605395091208547 -0.87905496296652397 2.9086430321303127 1.0000000180025095e-35 -1.0536780337889886 1.0000000180025095e-35 -1.1856193027966613 1.0000000180025095e-35 1.0000000180025095e-35 -0.49547856980637506 1.3264365022561064 1.0000000180025095e-35 -1.0597622724945783 1.1248358748350926 -1.316508667510939 -0.62767640989520535 -0.073836794177347662 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 -1 11 12 15 -8 -2 14 24 22 -6 18 27 -15 26 -7 20 -18 -10 23 -5 -3 -26 -9 -4 -13 -17
right_child=1 5 7 6 13 10 8 17 21 -11 -12 28 -14 16 -16 29 19 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00018170165464867719 1.6009103544861001e-05 -0.00021639942112403819 8.3341351543341489e-05 -0.00022761542905201844 0.00029375903229405436 -0.0003148896586760666 -0.00016557680558448068 -0.00017863199209678667 0.00011923754421998815 -0.00026042575655765317 -0.00010999980001060231 3.761944075166878e-06 -0.00035759877668631887 -0.00018040621061292679 -0.00021286713286627697 -3.0798391136346489e-05 -9.3799493105249857e-05 -0.00017011700742295094 0.00013160779697365493 0.00017535742253857296 0.00012626692993663197 -7.4217437115244308e-05 2.2060204280226729e-05 -1.2339178079769785e-06 -2.4860348430584504e-05 -0.00020429281314314325 -2.5297469929496373e-05 -1.5113154008447346e-05 0.00024860557643576787 -0.00016032111103586087
leaf_count=3225 17908 5497 15037 33790 3439 739 25156 7736 4433 4337 4334 4535 14414 1661 1096 19720 4727 20768 20921 10402 6105 8795 3219 3310 28986 4442 22833 46493 2530 11343
internal_value=0 -0.0730833 -0.0997691 -0.167531 0.103832 0.00426105 -0.203321 -0.0570752 -0.131502 -0.0390891 0.0884029 -0.0520633 -0.278167 0.140123 0.132658 -0.0215818 0.104896 -0.129063 0.154885 0.131016 0.03934 -0.00911239 -0.234574 -0.262251 -0.0882296 -0.0617329 -0.07643 0.0122906 0.122795 -0.097061
internal_count=361931 332372 259292 115362 29559 73080 93117 143930 38384 22245 27090 45990 54733 26334 22756 92593 22895 51337 21660 21234 10832 13228 40319 37100 38925 33428 30569 61530 7065 31063
shrinkage=0.000773033


Tree=933
num_leaves=31
num_cat=0
split_feature=785 728 1431 728 852 784 727 539 578 921 716 934 1020 495 712 906 927 854 694 815 671 767 705 547 589 647 2 583 1321 1012
split_gain=293.649 181.24 138.538 118.465 102.848 89.2384 75.3892 95.7973 65.7332 62.7969 86.6482 62.5088 62.4514 59.959 58.5924 54.4485 52.6681 54.6022 50.9206 49.2649 62.5854 58.0796 50.5074 47.9317 44.7844 111.336 44.5965 43.9947 43.2211 42.84
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.49008176997875957 -0.22706799479215015 0.9594655836162902 1.0000000180025095e-35 0.6695026854463163 -0.87905496296652397 1.0525743831388839 0.39849607246918939 1.0000000180025095e-35 1.0000000180025095e-35 -0.93343232975080725 1.0000000180025095e-35 -1.5336910031795312 1.0483613175537825 -0.87473648844905705 1.2342127532274445 1.0000000180025095e-35 1.0000000180025095e-35 0.93865317356381961 0.9500464794385356 1.4078093546699517 1.4824100882457953 -0.87782724458594241 -0.98356635867290676 -0.55326332990463356 -0.78919942875917937 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 6 13 18 11 -5 26 -11 -8 -3 -6 16 28 17 -10 -2 20 -15 22 -21 -16 -17 -26 -7 -20 -14 -4
right_child=1 12 29 8 5 9 7 -9 14 10 -12 -13 15 19 23 24 -18 -19 27 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00019712223743890286 9.4286776605325537e-05 -0.00018776264797385991 -0.00010594054004370553 0.00033919677068937614 -0.00013009358682807842 -0.0001751023562507781 -0.00024321207011047995 2.7135658349938196e-06 0.00034274481587233174 0.00033410252061188305 -0.00029660261545417198 -0.00010351241032081752 0.00057705623813347751 -0.00013239224833813738 0.00018923580452225294 -0.00012155038368833611 0.00033056867455655883 -9.6948822636380748e-05 6.7636723534941366e-05 2.1387669025519165e-05 5.657841035669816e-06 -8.29718703597492e-05 0.00015420707043581705 -0.0001651578379932324 0.00053776691433303752 -8.4812253539845735e-05 7.6879690862255838e-05 -0.00013636678832182689 -0.00012907077626990259 -0.00024075631862997715
leaf_count=3396 9356 47529 22310 3407 13565 2256 16877 13234 723 3969 637 26484 528 18603 13798 46409 935 6278 4586 24773 20657 8891 9154 1022 883 4086 14958 9287 500 12840
internal_value=0 -0.0869871 -0.0563654 0.128518 -0.0358588 0.00249374 -0.0980637 -0.142204 0.172741 0.119689 0.326043 -0.19918 -0.175693 -0.0260596 0.133289 -0.121415 -0.00285935 -0.0639978 0.0058132 -0.00640018 -0.0650033 0.0382221 0.0755297 0.212198 -0.132967 0.0663637 0.0614402 -0.0835936 0.376202 -0.192571
internal_count=361931 332372 232437 29559 197287 117463 79824 56595 26163 21820 4606 43361 99935 95643 22756 52406 7936 7001 23229 82078 39260 42818 33927 14820 51378 4969 17214 13873 1028 35150
shrinkage=0.000773033


Tree=934
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 712 795 516 578 890 661 590 537 846 727 981 730 934 783 828 746 519 585 1065 719 990 727 854 603
split_gain=202.609 143.92 109.245 93.657 116.988 88.0506 83.2465 60.3269 61.6489 59.4182 57.4338 56.5001 103.558 61.7697 59.6874 56.4865 51.7112 49.4093 58.6201 54.2967 49.0985 48.2319 46.0852 45.3633 45.0585 44.6317 44.1175 43.4492 43.2124 42.9989
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -1.0182342416987082 -0.59275567010655072 0.58895901036483078 0.44238072866629086 -0.54037419750760363 -1.5722412400100421 1.7060327193526743 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 -1.0536780337889886 1.0000000180025095e-35 2.1420547332082829 -0.8867634123843694 1.0518754624258557 1.0000000180025095e-35 1.09266583130301 1.0000000180025095e-35 -0.87473648844905705 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 10 17 -1 8 -5 -8 -2 12 -3 -14 -13 -7 -9 19 29 -4 -11 23 -21 -12 25 -22 -17 -25 -27 -19
right_child=1 11 5 7 -6 15 9 16 -10 20 21 14 13 -15 -16 26 -18 18 -20 22 24 -23 -24 27 -26 28 -28 -29 -30 -31
leaf_value=-0.00017394330587454555 -0.00034495684380633789 -9.1633065361224552e-05 7.6612063609944614e-05 -5.8540246431424595e-05 -4.5142086951056627e-05 -0.00011688773589875271 0.00030036067792549016 -0.00010471520616161679 3.6463299101797881e-05 -0.0001796060157184504 -0.00034323953540316111 -6.4748502626826645e-05 2.9192865059822587e-05 0.00053096551838522038 -0.0001698633399534756 0.00017202434077384594 0.00013908237378785991 0.00031537842069218947 -5.1273976770659874e-05 -0.00010748685126433845 0.0001307979289700797 -1.760761744824679e-05 0.00020142861331288764 1.4766511425446679e-05 0.00028863949756548083 0.00032095293834778603 0.00047076551163435196 -0.00019327337421283223 -7.0725294279549796e-05 1.3689995449326403e-05
leaf_count=3225 9953 12157 7921 29086 45923 1294 3439 26904 44919 1661 5996 26640 1464 1125 58549 4808 2092 3231 3732 16536 11969 5584 1149 4009 2759 700 1493 15825 5806 1982
internal_value=0 -0.0735868 -0.0462811 -0.0694068 -0.127722 0.0496769 0.106449 -0.0289207 0.00245285 0.14234 -0.233313 -0.153344 -0.0219806 0.359848 -0.178863 0.245241 -0.111045 0.00258221 0.136556 -0.0452837 0.104833 -0.192714 -0.11063 -0.24551 0.131262 0.0954775 0.321451 -0.192289 -0.0357074 0.278092
internal_count=361931 332372 232437 190291 87290 42146 29559 103001 74005 26334 41367 99935 14746 2589 85189 7595 28996 34551 8945 25606 22895 31414 17685 25830 21234 18475 6301 19834 6506 5213
shrinkage=0.000757875


Tree=935
num_leaves=31
num_cat=0
split_feature=785 561 652 728 470 395 1312 212 578 588 713 660 899 934 872 996 1251 828 521 766 1043 50 87 560 750 73 710 1181 519 488
split_gain=68.9683 71.7926 57.5437 55.632 48.7719 62.9682 48.3235 51.5402 47.5052 43.2441 65.6626 63.7387 54.5295 46.4504 42.1239 41.931 41.8805 40.8212 41.5675 40.006 42.0724 39.356 38.274 37.1768 41.1964 36.4088 35.1948 35.1685 35.0982 34.5089
threshold=-0.86283290253235112 0.3443152153175571 -0.55024281929118113 -0.49008176997875957 0.66595742291584703 1.0000000180025095e-35 0.31519285594324048 -1.1622147682669024 -0.87905496296652397 2.250834115212506 1.0000000180025095e-35 0.26872683687560334 -0.1095558546305863 1.0000000180025095e-35 3.0757328524286596 1.0565563832172893 0.16916646787117048 -1.0536780337889886 0.61544172599432045 0.88323899621393387 -0.94435540984887334 0.55630078546380823 -0.31094328101044105 1.6983197621915436 3.5597954673193617 1.6244876224741767 -1.0519952191805753 1.2997001116531657 0.65569131416984383 -0.15749579166119163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 23 -1 5 16 7 -4 -5 10 11 26 -12 19 -14 28 -3 -10 -19 20 -13 -8 -7 24 27 -22 -9 29 -11 -2
right_child=1 4 6 8 -6 22 21 9 17 15 12 13 14 -15 -16 -17 -18 18 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00046708574663217509 -3.4759719981317875e-05 -0.00031433245366439263 -0.00044775422079017133 0.00084827316493090235 4.0480152063825458e-05 3.252350475695438e-05 -0.00036608412128193103 0.0030370819331917813 -0.00059392867189457402 0.00029040109603553822 -0.00024064848666749639 -0.00043577308633236609 2.1312857728141366e-05 0.0002137337863440419 0.0013140143991286618 -0.00061131792463789934 -0.0007599481869595006 0.0003467438164746341 -0.00028266155344023252 -0.00019853853361930453 0.0015976038816263316 4.336230761971921e-05 -0.00030587550242702592 -0.00030477570305509626 -0.001372677416418072 -0.00083828103932786808 -8.2794910514221386e-05 0.00050252675070400514 0.0011157247989764646 0.00022312092958053222
leaf_count=3396 28426 24187 9643 3407 18072 21144 31492 76 1657 5146 42511 410 38989 4165 627 988 15931 17788 3311 720 2580 9454 21207 5761 767 203 8518 6724 1693 32938
internal_value=0 -0.0281272 -0.00742334 0.0788642 -0.0825393 -0.110596 -0.0326967 -0.0104696 0.110016 0.00247098 -0.0111676 0.109947 -0.0385661 0.24578 0.0186331 0.14907 -0.192561 0.0759894 0.100729 0.410314 0.50373 -0.103925 -0.0544602 0.0418984 0.0562554 0.588075 -0.0185931 0.0609232 0.206427 0.0437025
internal_count=361931 332372 231831 29559 100541 82469 157215 116269 26163 106626 98799 16672 82127 8078 39616 7827 40118 22756 21099 3913 3193 40946 42351 74616 68855 2783 8594 68088 6839 61364
shrinkage=0.00246459


Tree=936
num_leaves=31
num_cat=0
split_feature=1371 1454 1431 1458 1455 21 21 1459 1457 1464 1464 1451 1454 1466 1456 1458 1458 1450 1457 1452 1452 1457 1453 1449 1465 1451 1458 1458 1460 1457
split_gain=66.544 60.3513 60.9442 58.018 79.4515 74.5813 71.8854 70.4784 64.524 63.6879 138.709 109.104 108.578 81.7425 80.2279 76.678 104.457 90.9955 75.9794 72.2656 107.551 72.1646 66.2225 67.4728 77.5544 74.8677 74.0001 67.4477 58.4495 58.1681
threshold=1.0000000180025095e-35 -1.0936914102283182 1.8641952677858011 0.20667703603638712 3.1840022714601695 -3.2545899522946695 -0.70163543588998201 2.2026343062995877 5.8677642129807399 -0.46492268522126184 -0.42913060951834736 0.39905032773487564 0.67485211051868899 0.69604103696988961 1.3778752582070839 -0.82108684835595114 -0.68909410285287098 0.031350008669292655 -0.29762823873573524 -0.58911782507014421 -0.6089211083739523 -0.37562804806261624 0.89653246390762387 -0.45776894422022224 0.87082813740988774 -0.090383894447727778 -0.1846515288168421 -0.60823821293043034 1.9901129404352613 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 8 9 11 -11 19 13 14 -13 -12 17 18 21 20 22 -17 23 26 -25 -26 27 -7 -14 -24
right_child=-2 2 -4 6 -6 7 -8 -9 -10 10 15 12 28 -15 -16 16 -18 -19 -20 -21 -22 -23 29 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0030710220230338761 -0.0003026311614603602 0.0022378848510834454 -0.00048567960243530312 0.0004154131477717767 0.0010146064281059118 0.0012469340123048901 1.302604879994017e-05 0.00074396960455448073 0.0038023146567096686 0.0023879524238520668 0.00026312189015391808 0.00046887418550229287 -0.00099455141698989486 0.0016386040508478256 -0.0013988321501097901 -0.0014430690976148547 -7.4883935056008975e-05 0.0015733270889720223 -0.0029579942501265933 -0.00050531373306161712 0.0019851274607967729 0.0017614812858457998 -0.0026332752798058435 -0.00040740255128333795 -9.3167618844056929e-05 0.0042995480918256107 0.0028055439663664731 -0.00056570883989366639 0.0023648309966908467 -0.00021332905064134361
leaf_count=311 48317 484 14704 28204 2580 1885 54123 3899 138 840 29888 9483 3408 2022 1211 1662 89721 366 1235 49788 1113 324 845 11200 380 249 580 1953 193 825
internal_value=0 -0.00607975 -0.00514477 0.000987196 -0.0189152 -0.0240572 0.0496414 -0.0263265 -0.0323707 -0.0335623 -0.0016535 -0.0823824 0.0795598 0.175621 0.0924752 -0.00855943 -0.0405101 -0.415126 -0.549095 -0.124074 -0.00565198 -0.282882 -0.0486765 -0.00259147 -0.0918143 0.640545 0.240277 0.116081 -0.262076 -0.464083
internal_count=361931 313614 313303 298599 216272 213692 82327 213208 209309 209171 124036 85135 16317 12716 10694 123196 93308 3587 3221 68818 19030 1986 17917 16247 11829 629 4418 3838 3601 1670
shrinkage=0.00294541


Tree=937
num_leaves=31
num_cat=0
split_feature=1442 478 705 840 1290 1445 846 993 78 432 1396 1392 914 694 959 1453 221 1454 1458 1459 955 567 647 940 760 1055 775 564 521 359
split_gain=66.2731 71.662 67.8519 62.9814 60.3375 54.2341 53.6732 48.9609 48.7656 43.2885 39.8699 40.8893 39.2935 37.5025 37.3113 36.9689 36.0948 35.2339 35.5685 37.4852 35.8752 42.3668 57.2525 35.3629 33.7645 33.3666 43.7487 34.9115 78.7421 33.2719
threshold=-1.2625182715263061 2.2403807688518929 1.215584911221339 -0.94692575140262492 1.8124611990991408 1.6380901172106308 -0.54037419750760363 -0.89727091510114898 0.51980652663356819 -0.50162633948236224 1.0399185364295171 -0.56406248815770799 3.2762546484437549 2.2294689038174402 -1.2907225086880219 1.8161469081802322 2.629506852955771 -1.0708317567042769 1.6432510327171366 1.342748458086374 -0.56067130660624642 1.6203737856679579 -0.87782724458594241 2.3907917078320593 -0.40683337565085709 -0.8372254646973768 3.3083440293093589 2.1518408528082529 0.61544172599432045 2.245824749166097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 24 6 10 13 -5 12 -7 11 -1 14 -2 15 -8 -10 -16 20 -20 -19 23 -23 25 -4 26 -22 -27 -29 -24
right_child=1 -3 3 7 -6 9 8 -9 16 -11 -12 -13 -14 -15 17 -17 -18 18 19 -21 21 22 29 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00026236004556617855 0.00024234072887566454 -0.00056270453078809254 0.00018884909296364613 0.0013819679969694573 -0.00054847426242716287 -0.00015224873769292935 -0.00054007446813195907 0.00037129941275325021 -0.00035166741932333973 -0.00094556506710310453 -0.00085360557652925967 0.00023004312269945764 0.0032211240072546796 -0.00067328650427714038 -0.0043454866586366929 0.0013053151030326909 0.001281261541227129 0.00021502303190042884 0.0010594168955324655 -0.00028999938064934027 0.00037895687429013124 0.0023535699089929536 5.0233857369418874e-05 -0.0013637990292606618 -0.0015443995437388765 -0.00022794527002521479 0.0059254277546638371 -0.0001230170144621183 0.0022066690121324254 0.0025346008201068953
leaf_count=30523 58300 17748 1324 3005 13815 9383 13981 20248 39112 17064 5375 18777 222 2901 113 692 756 32326 3353 1471 5149 735 4575 1993 1832 52381 75 3349 1088 265
internal_value=0 -0.00143941 0.00650455 0.108876 -0.00571871 -0.0797745 0.00257991 0.143036 -0.0188373 -0.183964 -0.0407183 -0.0203355 0.00213398 0.0571752 0.000440356 -0.120828 -0.089368 0.0125698 0.013795 0.182017 0.00461684 -0.0244658 0.153212 -0.0410028 -0.209891 -0.0332647 0.133318 -0.0487882 0.136442 0.0627363
internal_count=361931 280809 263061 26409 236652 81122 222837 23253 161636 26447 54675 49300 121768 61201 121546 14673 39868 106873 106760 4824 101936 69610 5575 64035 3156 62042 5224 56818 4437 4840
shrinkage=0.00352004


Tree=938
num_leaves=31
num_cat=0
split_feature=785 516 136 1100 852 544 608 896 928 716 809 651 713 1059 693 608 1465 1452 513 609 554 850 797 912 513 203 789 784 1039 579
split_gain=192.447 138.625 90.133 83.7654 79.1444 75.5857 68.5713 68.2882 65.5546 64.5001 59.5204 53.0428 55.2428 50.8014 50.3638 49.448 48.5758 54.3343 46.8688 46.8685 46.5264 45.8861 81.2771 47.2337 45.329 43.2346 42.963 42.7925 41.5597 41.507
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3389766662418514 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.28794826445342053 -0.52992354128753727 1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 1.0000000180025095e-35 1.0885083440240186 -1.4196242793812084 0.66665475971017707 -0.41120921193798426 0.52142301186363793 1.0454229551509682 1.0000000180025095e-35 1.1837315970430355 1.0000000180025095e-35 0.63961785378869596 1.2243573862344648 1.0454229551509682 1.3520813746060025 2.1947927481295069 -0.90362276233551631 -0.60416911168678344 0.38369638209385348
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 7 16 10 8 28 21 -2 12 14 26 -9 25 17 -1 20 -4 -16 22 -10 -23 -25 -14 -6 -13 -3 -8
right_child=1 3 19 -5 13 -7 29 11 9 -11 -12 27 15 -15 18 -17 -18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=8.7437658605721334e-05 -0.00024684130009963544 0.00016002974734525635 -9.2391298234697331e-05 -0.00010004408048006605 5.7147205200576637e-05 -4.562398761565389e-05 -0.0001082103283261489 -0.00014477969555131697 -3.7791077740892721e-05 0.00011627739003468775 -0.00011766492568575182 4.0375907363239813e-05 -7.4785065853220537e-05 0.00022067681408675726 0.00010911424393956374 1.5326149801354811e-05 0.00017787630512591503 -0.00023250151879027059 -0.00010311765209004324 1.5648790921214945e-05 0.00045238717227480239 -0.00010423186251060407 0.00033369125238663232 -3.142024277231244e-05 0.00025105153020249299 -0.00022858408159724078 -0.00024396547945783518 -0.00023793321475219621 2.674130932409141e-05 -2.2690183017557753e-06
leaf_count=6776 25926 7757 17777 36158 16750 8361 37341 2577 4764 6092 24747 1607 30030 4007 5643 11250 13021 1401 1812 21970 937 25508 1639 5524 1437 6836 1183 6001 14581 12518
internal_value=0 -0.0687763 -0.126314 -0.0322151 -0.0129431 0.106923 -0.167817 -0.0331169 0.0135443 -0.0340647 -0.239611 -0.0834522 -0.0606972 0.101815 0.0719469 -0.094539 0.171192 0.0465183 0.145245 -0.0414918 0.227195 -0.0671054 0.0919035 -0.101094 0.0494374 -0.138015 0.0538423 -0.250113 0.104804 -0.112261
internal_count=361931 332372 140279 192093 155935 29559 100532 133995 67302 44964 50673 66693 59085 21940 10969 48116 21198 8177 8392 39747 6580 38872 6403 32469 6961 36866 17933 7608 22338 49859
shrinkage=0.000714163


Tree=939
num_leaves=31
num_cat=0
split_feature=1430 1160 1469 1436 789 484 1299 852 393 809 896 146 909 637 899 125 444 349 0 1222 325 78 1462 381 123 815 692 649 134 419
split_gain=65.5443 132.113 66.7602 58.0754 55.6273 54.2259 49.7294 46.7839 68.2078 45.1558 40.4827 40.0305 40.2308 54.8021 39.6428 39.5446 39.0288 38.4932 37.391 37.3859 37.2011 36.8049 35.8748 35.6826 35.4646 34.4399 33.825 33.6054 33.5492 33.1958
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 1.0000000180025095e-35 1.1248358748350926 0.38284396028969686 0.69830983612512221 1.0747610123934368 1.9306075413196593 1.0000000180025095e-35 0.42670496010513392 2.0556245044164494 -0.67290761646258057 1.4296707486840059 1.7472385170412366 0.58518330826110332 1.0617732612454149 1.0486981359652943 2.7232170171423564 1.2281653790456704 1.2204488099017878 -1.2639322794876888 3.4653406265423476 1.0000000180025095e-35 1.0000000180025095e-35 0.67237773758774566 -0.36295802420958495 1.0000000180025095e-35 0.47914954037548679 0.16576986544368386
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 7 15 8 11 19 17 12 -2 20 -9 18 23 -7 22 25 -14 -13 -3 27 -22 -4 -16 -6 -5 -12
right_child=4 6 3 28 16 10 -8 14 -10 -11 29 21 13 -15 26 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00023262000767587757 -0.00012263088081107681 -0.00022962291086549866 -0.00069595829321831778 0.00015068591884980805 0.00034556325318783182 0.00010763396271881446 0.00026208310659740861 0.00031826892612318733 -0.00060419137118576704 -0.00027218380006350932 -0.00063201836330596228 0.0024771682773806398 0.00025620984858737607 -0.00038294443515812695 -0.00035347091123703303 0.00016400939457000932 -0.00088302003695749651 -0.00056240954763611315 0.0011536523003582849 -0.0015068309972787678 -0.00046678742139590073 0.00048571243469586157 0.0010824756095161306 -0.00053141175848651554 0.00059623014574239873 0.00041429426047757419 0.0017325111403557268 -0.00028378054380007726 -0.00065432757813909379 -8.6196029664842051e-06
leaf_count=5636 29303 48383 36967 8717 6829 24121 19484 16188 5834 16582 10190 330 58216 6461 372 16765 3250 4916 904 5007 5675 4613 757 6487 1496 1028 1224 6772 3876 5548
internal_value=0 -0.0522228 -0.134109 -0.160293 0.00970798 0.0230854 0.00274667 0.0444809 0.0275069 -0.198847 -0.0470235 0.0394718 0.0296099 0.0554228 0.143991 -0.0287772 -0.0919423 0.00348941 -0.0638599 -0.251911 0.0736299 0.21954 -0.072431 -0.054647 -0.0794079 -0.2275 0.455114 0.0112771 -0.0170471 -0.141838
internal_count=361931 164106 77813 72177 197825 174487 86293 129712 111928 59584 44775 106094 101151 71848 17784 66809 23338 29037 50044 43002 65387 4943 49140 20088 7171 37995 1596 13601 12593 15738
shrinkage=0.00283103


Tree=940
num_leaves=31
num_cat=0
split_feature=785 728 871 728 784 990 1362 388 647 590 427 21 1469 677 1016 487 620 852 846 982 708 784 692 740 562 630 1237 1449 971 21
split_gain=226.212 156.973 105.148 103.39 82.054 67.9451 64.9349 59.4218 56.2671 138.381 54.8171 54.5438 51.9676 55.4117 64.653 50.3841 49.3017 46.784 44.7995 44.3871 43.7162 42.0705 58.4507 43.3936 41.7018 39.3121 39.0965 38.8959 38.3246 42.3281
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.09266583130301 1.0087403405179345 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.3213734904502978 1.0000000180025095e-35 -1.0470123060412753 1.0000000180025095e-35 1.0000000180025095e-35 1.6304501485392697 0.16760437365778322 1.0747610123934368 -0.53268848306471728 3.0854258727671673 -0.55689657685208205 -0.90362276233551631 -0.95626937415535862 1.6535846841559774 -1.8356715629493723 0.17545058997979482 1.4298092310842805 0.74561756370782817 -1.5233309480886312 -0.13431221002227373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 6 17 10 8 9 -3 24 16 28 14 -14 -4 26 -6 25 -9 -21 22 -15 -23 -2 -10 -5 -13 -12 -30
right_child=1 7 15 11 5 -7 -8 19 18 -11 12 27 13 21 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00017260366218356223 0.00051312397296243348 -9.4328781009947926e-05 -8.9368066224794436e-05 0.00014403285191051221 -8.1730141897663929e-06 0.00019493089881693576 -0.0001149677875915648 -0.00021923809604455555 2.6367171065382959e-06 0.00048641353622318737 -0.00035510270416286429 0.00014226745347498248 -0.00014735086486889162 -0.00017269955577003479 -2.1118823977664697e-05 -0.0003122610606944771 -9.7973354796267431e-05 0.00014820481801508954 -0.00013433229231965538 0.00099482056212671821 -0.00053696390569778533 -5.1733271701941249e-06 0.00011922722365088463 -0.0001772105294532187 -0.00016129824304306456 -0.00014148317639249236 -0.00020037944294976808 0.00035735330307565483 0.00013549780203498329 -1.7560868670190181e-06
leaf_count=3396 215 3918 42431 6494 24430 5514 22817 20046 15048 1190 517 12857 21121 1923 23610 3878 3800 4837 50856 146 103 39747 10188 3299 9398 8628 838 2174 9150 9362
internal_value=0 -0.0716939 -0.0430841 0.118671 -0.0222657 0.0678558 -0.0445995 -0.155056 -0.128989 0.0948554 -0.0275218 0.160275 -0.0163469 -0.036684 -0.0989016 -0.146159 0.0522939 0.0269379 -0.14681 -0.290609 0.708633 0.00369349 0.109939 -0.0259091 -0.199701 -0.0637569 0.150002 0.241977 0.0791657 0.0933231
internal_count=361931 332372 232437 29559 186128 34781 151347 99935 79640 5108 128530 26163 118917 99888 44731 46309 11132 29267 74532 20295 249 55157 12111 43046 9613 23676 7332 15031 19029 18512
shrinkage=0.000714163


Tree=941
num_leaves=31
num_cat=0
split_feature=785 470 464 264 713 804 712 338 1309 728 578 520 192 263 527 1465 1452 507 1367 1430 957 1459 928 821 832 269 497 382 966 970
split_gain=211.545 154.152 170.458 113.135 99.9549 91.5608 88.2392 76.0785 72.0851 57.7142 54.9925 54.6816 54.4564 52.1605 50.2125 49.9021 75.2014 48.1145 46.882 47.4663 46.7079 45.7047 42.9499 41.4568 40.504 40.2262 39.9521 57.6367 39.1495 38.3586
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.38646845251715672 1.0000000180025095e-35 1.3537602816678871 -0.63779424894106762 -0.67742393113063393 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 0.66115833724634121 4.2237205945919882 -0.41120921193798426 0.4926003403048807 1.0941628986121894 0.61047007421192445 1.0000000180025095e-35 1.0000000180025095e-35 0.42092846839687775 -0.97827964681891932 -1.0305144854359449 -0.55570228183368064 -1.2832447556410924 1.461728259125324 1.0000000180025095e-35 2.6891860905129055 -0.13462041804506439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 8 17 7 -1 -6 20 11 -8 -4 22 -14 18 16 -12 23 19 -9 21 29 -5 -2 -13 -17 -10 -28 -25 -3
right_child=1 3 9 12 5 -7 10 14 26 -11 15 24 13 -15 -16 25 -18 -19 -20 -21 -22 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-0.00016706105114367993 -0.00025167656479494404 -4.5268589059551944e-05 -8.8500654783984015e-05 0.00013611410553919073 -0.00037323239985685903 -1.119037766884629e-05 0.00027160138509558981 -0.00029375658639817237 -1.6610762161438222e-05 -0.00011752249007191337 5.2175795951056754e-05 7.2804215665771404e-05 4.4230627215303941e-05 0.00023004102605946565 0.00045930597896571076 -8.1854628914253649e-05 -0.00029467782475145487 0.00022368817658764478 -6.3112409947476547e-05 -0.00015613592994460587 -0.00016239663306939322 6.0341009897757404e-06 -1.6813072771113306e-05 -1.5926049463236027e-05 -3.0176879505423087e-05 0.00015623811268397874 0.00025264638439650414 -4.0147852669876973e-05 0.0010787219073297891 -0.00012241648757268541
leaf_count=3225 3899 32802 21562 4117 14955 5832 3439 20646 29997 26330 7248 12627 8389 4170 235 1640 1603 1567 5488 14106 14695 17505 29518 6130 22433 12404 2721 2448 79 30121
internal_value=0 -0.0770754 -0.134436 -0.0365759 -0.234832 -0.281307 0.106584 -0.321736 -0.0712953 -0.0726092 0.143491 -0.0369536 0.0472027 0.156791 -0.273134 0.107534 -0.0133768 -0.0293423 -0.282108 -0.323053 -0.105033 -0.0858379 0.00359831 -0.100791 0.0124833 0.183196 0.00640317 0.165687 -0.000766323 -0.114892
internal_count=361931 332372 155889 176483 72937 61262 29559 55430 130289 82952 26334 56622 46194 12559 40475 22895 8851 11675 40240 34752 95123 80428 33635 10108 35060 14044 35166 5169 6209 62923
shrinkage=0.000700159


Tree=942
num_leaves=31
num_cat=0
split_feature=785 519 652 588 723 723 660 934 340 921 783 698 728 791 1238 638 513 372 854 705 830 211 837 417 927 712 971 1465 1467 412
split_gain=68.5275 65.4156 55.01 56.9492 69.1794 64.9316 106.127 67.7635 55.4088 53.6775 61.2217 52.3916 51.9167 51.7952 52.6873 50.1199 47.0794 44.521 44.2452 43.708 40.8066 40.9528 39.2637 38.0394 36.662 45.1602 38.2405 41.2864 36.1298 36.0255
threshold=-0.86283290253235112 -0.830672104868595 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 -1.0570063487222232 0.26872683687560334 1.0000000180025095e-35 1.3931997016493665 1.0525743831388839 2.2099560249315608 -1.4566186108567212 -0.49008176997875957 1.0000000180025095e-35 -0.6968354641114346 0.44397082077537198 1.0454229551509682 -0.89164644713046382 -0.87473648844905705 0.9500464794385356 0.70639586890216266 -0.66002676705581209 -0.024445983609339975 -1.5253415408848754 1.0483613175537825 1.0000000180025095e-35 -0.87707289916611197 -0.51923091368911811 1.9986304589459656 1.3163541034535433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 22 20 5 -5 6 -4 11 9 13 -11 -8 -1 17 -15 -16 -6 19 -14 -7 21 -3 29 -22 25 -20 -27 -28 -10 -2
right_child=1 2 3 4 16 8 7 -9 28 10 -12 -13 18 14 15 -17 -18 -19 24 -21 23 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0005409437015928254 -0.00024137305706319845 0.00026507894509314776 -0.00025394442352514132 -0.00026579506002826739 0.00042483169396233473 -0.00013511842323235277 7.1992262110636553e-06 9.287671764629296e-05 -0.00078126666724271244 4.0825838850401037e-05 0.0013636488038524315 0.0013122410984929968 0.0011246443115715836 0.00028797627105440029 1.3778325879213033e-05 -0.00073232040497292711 0.0016456313138326446 -0.00037958756898522831 -0.00022631499671283502 0.00096914213308702728 -0.0011501839653780251 -9.1853262942047668e-05 -0.00057619959623604632 0.00039117878803589164 0.0009283062274617177 -0.0006272508139767496 -4.2484187142585169e-05 0.00075208012995410403 0.00091532033395421884 0.00062113449143841402
leaf_count=3396 26939 18896 15426 5178 4570 8151 2058 7659 12995 16809 1440 5276 2511 14763 13077 8437 1474 70998 7244 2052 889 50251 22880 19313 2912 1322 3975 8199 635 2206
internal_value=0 -0.0269517 -0.0143964 -0.0369573 0.106518 -0.0478225 0.0451804 0.178267 -0.068381 -0.0558059 0.0537058 0.329818 0.0797542 -0.0748285 -0.000702871 -0.0834433 0.244473 -0.106657 0.109817 0.0405589 0.029787 0.00351672 -0.108809 0.113059 0.0817416 0.0517882 0.126442 0.164492 -0.22681 -0.0529086
internal_count=361931 332372 280347 190998 11222 179776 30419 14993 149357 135727 18249 7334 29559 117478 36277 21514 6044 81201 26163 10203 89349 69147 52025 20202 23652 20740 13496 12174 13630 29145
shrinkage=0.00300432


Tree=943
num_leaves=31
num_cat=0
split_feature=785 263 50 341 333 712 1362 202 56 1470 1470 1469 858 470 1092 133 181 192 1160 807 1292 543 0 1357 955 1435 1458 357 1467 114
split_gain=214.497 141.625 139.001 86.8375 84.466 82.1916 80.3927 77.222 65.344 65.0892 61.557 57.7318 57.0737 54.5187 54.1241 52.2882 48.7247 48.3417 44.9532 43.7234 43.4578 43.0022 42.1138 41.7962 40.8407 40.5847 40.488 39.1637 38.8115 38.6047
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.3462168560862613 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 0.56345046278266753 1.0000000180025095e-35 -1.2126727935954851 -1.2126727935954851 -0.61819632934197222 1.0825608069246189 0.66595742291584703 2.9499917481720264 2.7171092817986957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5737384174799574 1.0000000180025095e-35 1.0000000180025095e-35 -0.37089450796672097 1.0000000180025095e-35 -0.56067130660624642 2.0083258921000415 0.084403803362298288 2.7479281276113254 4.0242090356330973 -0.48224317521809829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 24 -1 11 8 9 27 -8 19 13 -6 17 18 -12 -15 20 23 -7 -10 26 25 -3 -4 28 -2 -13 -11
right_child=1 4 6 -5 12 15 10 -9 21 29 16 22 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014970666556167282 1.1695932763901915e-05 3.1269364893076612e-05 9.9913150040693008e-05 -0.00021051657313001681 -2.6419292758325434e-05 -2.4372739618537297e-05 0.00011985197203624941 -0.00023518533624549689 -7.7785159154697496e-06 -0.00021771426647101191 -7.1336719750899759e-05 -0.00013441466031881261 -9.695669776330735e-05 8.81415580446235e-05 -0.0002060128823070281 -0.00024780322104903595 -0.00019339797125265379 0.00023617976869242483 0.00018053159205134734 -0.00057590515941709978 0.00014517147819882197 -0.00019806357035410488 -3.6363038053399528e-06 -2.3256251586255357e-05 -8.2891523941210326e-05 -0.00025369202734328527 1.6134450382194099e-05 0.00072605505926138028 0.00091665785308825973 -0.00010310698394816613
leaf_count=3225 5199 9900 18356 27545 7645 6240 3193 10838 30427 16998 42568 16567 4066 16967 933 822 12073 5401 13171 279 6101 3737 34938 12093 22188 731 6163 161 64 23342
internal_value=0 -0.0637353 -0.0897102 -0.155899 0.0191668 0.121513 -0.0477743 -0.125016 -0.102141 -0.169604 -0.115767 -0.0092047 0.0841116 0.113257 0.159674 0.157 -0.135102 0.179714 0.173385 0.0610498 0.0854363 -0.0350714 -0.0512167 0.0678103 -0.0637226 0.124764 -0.125974 0.0523261 -0.184227 -0.210341
internal_count=361931 332372 265272 118247 67100 29559 147025 90702 79864 45700 57834 89191 35012 30946 23301 26334 54641 22368 25512 31459 12341 34164 57732 31180 32088 19087 22794 5360 16631 40340
shrinkage=0.000700159


Tree=944
num_leaves=31
num_cat=0
split_feature=785 470 464 264 713 670 727 526 1309 458 192 728 520 263 507 971 1461 1461 1463 43 1449 1468 578 928 340 497 382 694 1389 832
split_gain=193.401 145.077 163.197 110.522 94.0883 89.1112 85.3047 72.3501 69.6273 64.7916 57.5971 54.4262 50.5397 50.1752 46.6453 45.2691 44.1013 57.1381 47.7069 43.5349 48.301 51.8946 42.7347 41.6597 40.5471 39.5192 55.7432 39.113 41.4609 38.8926
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.38646845251715672 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.3757057381457001 1.0000000180025095e-35 1.9901706508881272 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.66115833724634121 1.0941628986121894 -0.8891902375834092 1.5063652653673414 -0.3640729456269281 3.3344277704427654 1.0000000180025095e-35 0.74561756370782817 1.3991069528470244 -0.87905496296652397 -0.97827964681891932 1.3931997016493665 1.461728259125324 1.0000000180025095e-35 1.7376952764670892 2.7528995281338289 -0.55570228183368064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 7 14 9 22 8 16 19 23 12 -4 -12 27 -8 17 18 -3 20 -6 -22 -1 -5 -17 -10 -27 -2 -29 -14
right_child=1 3 11 10 5 -7 15 -9 25 -11 13 -13 29 -15 -16 24 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00022261769955867961 1.051607627745117e-05 -6.7235970688132212e-05 -9.2422529655697655e-05 0.00014896719613492862 -0.00018582252378457608 -0.0003178143260227351 -0.0001005688840838449 -0.0002798742700982497 -9.2979267982882398e-06 0.00010277876066965163 5.4351209947888151e-05 -0.0001243030691627455 8.0267369153495514e-05 0.00025571798212592191 0.00024464469796724061 0.00020402297652868026 6.1006888507708432e-05 -0.00017517305415526934 0.00026275020944461407 -0.00034949223251996565 0.00011211008661679987 -0.00056528908979781834 -5.308953350231329e-05 -1.7484014461759089e-05 -0.00013621609028785641 0.0002881388298870978 -3.3145819232511332e-05 -0.00027764764956982654 0.0011867677363321474 -3.1219550447640722e-05
leaf_count=1537 6122 66734 21562 4117 23138 25113 1561 5138 29073 2535 8389 26330 12627 4170 1567 14510 6255 16890 1148 6581 3454 441 11014 29518 937 2657 2394 3913 73 22433
internal_value=0 -0.0727087 -0.128515 -0.0333914 -0.227198 -0.272558 0.103099 -0.0677729 -0.0588052 -0.19659 0.0494791 -0.0680026 -0.0333814 0.162306 -0.0275224 0.200871 -0.0927134 -0.106614 -0.0787662 -0.232549 -0.192326 0.048916 -0.0231415 0.0045985 0.235989 0.0183752 0.178437 -0.098036 -0.317571 0.0141527
internal_count=361931 332372 155889 176483 72937 61262 29559 130289 125151 36149 46194 82952 56622 12559 11675 17008 91027 84772 67882 33614 27033 3895 12551 33635 15447 34124 5051 10108 3986 35060
shrinkage=0.000773033


Tree=945
num_leaves=31
num_cat=0
split_feature=785 728 871 728 784 677 602 990 784 693 519 595 476 21 487 878 620 647 590 727 846 713 884 740 583 669 852 1237 1047 220
split_gain=201.091 135.126 105.304 83.1846 76.7905 70.4025 112.42 64.4595 58.934 59.1796 58.3048 57.4328 51.8104 51.5258 50.7236 48.7418 47.5159 47.418 125.214 47.3427 46.2569 46.0201 43.6887 67.4826 40.5799 39.9958 39.5493 39.1635 38.7495 43.5042
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.09266583130301 1.0000000180025095e-35 -0.88476862055654248 2.1420547332082829 1.0000000180025095e-35 -1.316508667510939 1.0000000180025095e-35 1.6304501485392697 1.0000000180025095e-35 0.16760437365778322 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.53268848306471728 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.55326332990463356 1.0000000180025095e-35 1.0747610123934368 1.4298092310842805 2.4761585366192258 0.44974112946951844
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 6 12 26 9 -7 -11 17 -2 16 -4 -10 27 18 -3 -12 -19 -14 23 -15 -21 -17 -6 -5 -13 -30
right_child=1 11 14 13 7 8 -8 -9 15 10 19 28 21 22 -16 25 -18 20 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00016130579447086568 -0.00038649218478741112 -9.8872128428947908e-05 -9.4896217907614012e-05 0.00013904970032190857 -9.6354103773354563e-06 -8.8448837846849779e-05 -2.267644763282233e-05 0.00019441739175710211 1.0131028424151457e-05 2.8165827985646509e-05 -0.00014258312227444079 -0.00022923125505427348 5.6585253692936131e-06 -5.0169843955292323e-05 -0.00032702931991979487 -5.9007624396910057e-05 -0.00010875557843637505 -4.2142999819949838e-05 0.00047507244458479432 3.4595848445473224e-05 -0.00013580136820595784 -0.00017843691594443886 0.0002503418707801554 0.00023934458843253651 0.00033519218131479532 -0.00020816361857082068 0.00013975827351493333 -0.00021876723563725868 -0.00017955893649655277 0.00080149490382416865
leaf_count=3396 5502 3957 42431 6494 24430 9218 36255 5514 15476 33216 800 19723 5131 3900 3878 13611 3800 23780 1188 1337 50687 21277 7672 3459 3312 6212 4837 838 397 203
internal_value=0 -0.0722826 -0.045814 0.107184 -0.0250086 -0.046574 -0.10379 0.0620771 -0.00902903 0.0377336 0.0708163 -0.149683 -0.221952 0.144381 -0.148793 -0.0727176 0.0395474 -0.124323 0.080129 0.258855 -0.140719 -0.186995 0.223827 0.114071 0.333697 -0.140091 0.0222814 0.135371 -0.284423 0.319692
internal_count=361931 332372 232437 29559 186128 151347 68165 34781 83182 47883 38665 99935 31910 26163 46309 35299 11132 79612 5145 5449 74467 26408 15031 7359 4649 19823 29267 7332 20323 600
shrinkage=0.000743015


Tree=946
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 784 727 539 923 1020 278 906 694 547 921 716 50 540 50 815 1016 690 792 2 608 1321 1307 491 583 706
split_gain=184.737 162.605 107.373 93.4745 81.2978 76.118 75.0114 97.7598 62.4475 59.8287 56.1613 52.5603 50.478 47.6417 44.5271 78.1119 44.4023 45.6085 44.3342 43.446 64.1996 59.1874 46.3788 42.4836 42.1459 41.9068 41.3669 47.8148 41.1445 40.312
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 1.0000000180025095e-35 -1.1833072469291228 -1.5336910031795312 1.2342127532274445 1.4078093546699517 1.0525743831388839 0.39849607246918939 0.55630078546380823 0.35001124564692748 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.025797690869350669 -0.87246257202899724 -0.98356635867290676 1.0000000180025095e-35 -0.78919942875917937 1.3390041783085433 -0.276250479157444 -0.55326332990463356 0.99377002365102085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 29 10 12 8 -8 -3 -5 25 -2 -6 23 -16 17 -13 -10 20 -12 -21 24 -7 -23 -11 27 -4 -14 -1
right_child=1 9 26 5 13 14 7 -9 18 11 19 16 28 -15 15 -17 -18 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.1533123965172294e-05 8.9748726244766102e-05 -0.00016092602099511592 -0.0001752762755875507 -0.00013895369723911945 0.00015237852978073932 -0.00015248443001764135 -0.00036037684239743206 8.2676826227881603e-06 -0.00018781001044408671 0.00052178901140395909 -0.00011755142992900593 -0.0001432455957633108 6.2134626514909978e-05 -0.00016347186591730603 0.00027280648585343382 -0.00027108086088002226 -2.5646005370609264e-06 -2.1951106229695429e-06 -7.7881890784980889e-05 -3.0755285540227286e-05 7.1072976684203656e-06 -0.00012595214500044812 3.2256288353646832e-05 7.0841418488533494e-05 0.00020971426261397576 -0.00011035298644252531 -0.00021575220530930316 -3.1248664917003255e-05 -0.00011702154246633595 7.2071678002033173e-05
leaf_count=7451 9356 47529 10371 9027 15968 2256 2982 13234 17736 528 19201 32909 4586 1040 3969 637 11197 7272 22643 21845 21805 930 16982 14958 5853 500 10932 13847 9287 5100
internal_value=0 -0.0791945 -0.0501421 -0.03211 0.0928188 0.00452032 -0.0915862 -0.135739 -0.193475 -0.163643 -0.0218957 -0.110369 0.0123038 0.188534 0.113043 0.287912 -0.121768 -0.162692 -0.169906 -0.00700033 -0.0612936 0.0336341 0.101387 0.064056 0.240851 0.380187 -0.170894 -0.123854 -0.0770121 -0.0304061
internal_count=361931 332372 232437 197287 29559 117463 79824 56595 43361 99935 95643 52406 23229 17008 21820 4606 51378 40181 40379 86616 41006 45610 23765 17214 6783 1028 35150 24218 13873 12551
shrinkage=0.000700159


Tree=947
num_leaves=31
num_cat=0
split_feature=785 728 871 784 727 1022 1016 921 471 21 487 959 832 606 727 1469 746 332 971 747 1104 146 340 706 852 1428 990 824 706 690
split_gain=210.42 162.75 118.342 83.5396 78.7884 76.2293 85.955 66.6924 59.2869 53.7409 51.9554 51.3719 50.8918 50.7228 49.8119 49.6066 49.1981 47.2119 45.9287 44.7427 44.7419 42.6531 41.48 41.2482 45.0357 40.9638 40.6508 39.2968 38.5209 39.8599
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -3.9164670491403295 1.6304501485392697 -0.98621059485438678 -0.31774903318306902 2.1543936751333881 -1.5722412400100421 -1.3263328046252252 1.0000000180025095e-35 1.0000000180025095e-35 -0.8891902375834092 6.1031850957970919 -0.41466901195270384 2.7503861831498626 1.3931997016493665 0.62672487627420737 -0.22706799479215015 1.0000000180025095e-35 1.09266583130301 1.0465233716127256 2.1164963568036277 0.96089715641551177
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 23 6 11 -5 9 -3 -4 -2 15 17 -9 -11 19 -10 -6 -13 -7 -14 -20 -1 -25 -8 -16 -23 -17 -30
right_child=1 8 10 7 18 20 25 14 13 12 -12 16 21 -15 26 28 -18 -19 22 -21 -22 27 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00010187931917519749 -0.00030327814817946249 0.00055716555944321331 -8.9250740900504808e-05 1.5165428426571774e-05 -8.7612556096808305e-05 -4.6413679148476082e-05 1.7879651590057524e-06 -0.00010427280069121532 -0.00013367116543946085 0.0007333083065262857 -0.00030131902293683861 -0.000158207206784225 -0.00019357178731340983 0.00025104191135869627 0.00015239133137390646 -0.00011803400698884909 1.6005945505172657e-05 -1.5224468202935278e-05 0.00017954240277813334 0.00051230847585194503 2.0601061493310259e-05 -3.685753316678627e-05 -0.00012006788072105482 -8.1304671658415374e-05 0.00014085935702208696 -0.00010756911359797589 0.00042181978474847847 0.0010931882129306548 3.6981660089290259e-05 0.00095244425644598965
leaf_count=5567 7008 187 42431 28222 1561 31055 26486 1086 17661 126 3878 20740 35251 1066 4128 26344 4463 16202 14510 162 51625 199 937 2683 4301 9808 1345 106 2686 107
internal_value=0 -0.0740788 -0.0450311 -0.0229845 0.109299 -0.045451 -0.103655 0.0677237 -0.158697 -0.204959 -0.153929 -0.203482 -0.209912 -0.0829595 0.249087 -0.138539 -0.163824 -0.100296 0.203201 -0.221891 -0.00558916 -0.278116 0.238555 -0.0121181 0.0861589 -0.0391823 0.325043 0.559868 -0.146445 0.115723
internal_count=361931 332372 232437 186128 29559 151347 68667 34781 99935 65006 46309 32373 64819 34929 6559 29263 25365 33863 17008 20902 82680 35556 15447 12551 6984 36294 5473 305 29137 2793
shrinkage=0.000672971


Tree=948
num_leaves=31
num_cat=0
split_feature=785 181 728 852 727 784 647 590 921 561 263 846 1447 706 21 539 723 694 491 1066 852 619 340 269 716 50 554 660 630 681
split_gain=251.745 177.155 131.449 99.1797 93.8257 72.2266 55.5483 139.234 53.969 52.876 52.7485 52.5571 52.0998 49.0945 48.0331 48.0019 92.724 55.5177 48.9706 45.5114 45.0041 44.9605 43.1696 42.035 41.4824 41.3237 40.1437 39.5073 39.2187 38.9006
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.0525743831388839 0.55894040826437752 1.6445160113075163 -0.53268848306471728 0.74484333252909696 0.62672487627420737 1.0000000180025095e-35 0.6695026854463163 1.0000000180025095e-35 1.2068919961524249 -0.40631815796528004 -0.54928301346280928 -0.22706799479215015 0.83082504555296788 0.54703477416996305 -0.36806838854686125 0.39849607246918939 1.4829784501753427 1.3750651121945727 -0.72421686037558375 0.17545058997979482 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 12 13 9 7 -4 -7 19 21 28 15 -1 22 16 17 26 -18 27 -15 29 -6 -17 -10 -13 -2 -5 -8 -3
right_child=1 10 6 5 14 8 11 -9 24 -11 -12 25 -14 20 -16 23 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013077426595982584 8.3866817370281972e-05 -0.00016461948927718668 -0.00011534326846057973 0.00016819616934987414 0.00012874502784958336 4.882103716476184e-05 -1.0692859152205264e-06 0.00052732938380679688 0.00030790062550142567 -9.1508885978302325e-05 6.0287411681075454e-05 -0.00017934964566596593 3.1386578684054899e-05 -8.9723581209524283e-05 0.00024691497343969131 -0.00012681102929120071 -0.00026796873743248014 -8.6883398210812728e-05 -0.00012466237390028873 -2.3124080700998463e-05 0.00016978371098936659 -1.8924112026554818e-05 -0.00020939489981607818 4.9278223950376979e-05 -0.00014455246067284028 -3.0100521081671415e-07 0.00054099359291510094 2.1545239089102904e-05 -0.00016093073266794828 -0.0003172044011211611
leaf_count=5567 4069 51893 3910 6510 5708 16429 14747 1186 3752 20649 3060 45993 10235 2683 10115 6157 13553 8947 21495 45922 4301 5665 1185 8898 596 4218 574 16311 8401 9202
internal_value=0 -0.082186 -0.0582305 -0.0294397 0.117707 0.00900644 -0.141659 0.0802156 0.116313 -0.0175687 -0.193363 -0.15949 -0.0928462 -0.0144663 0.219706 -0.118421 -0.15652 -0.00033637 -0.220584 0.00887852 0.0925131 -0.209942 0.0888459 -0.0205642 0.313658 -0.204156 0.187152 0.0833166 -0.0689484 -0.231708
internal_count=361931 332372 262552 184097 29559 110169 78455 5096 20777 89392 69820 73359 73928 12551 17008 63693 48638 13590 35048 68743 6984 66760 6893 15055 4348 50211 4643 22821 23148 61095
shrinkage=0.000788493


Tree=949
num_leaves=31
num_cat=0
split_feature=470 464 1047 1392 723 341 1470 567 1470 1464 1452 1236 122 1449 648 1454 1454 564 909 296 785 423 417 761 1246 418 478 592 957 635
split_gain=73.0052 118.417 62.1837 57.8468 52.366 58.8928 56.178 51.7129 51.3117 48.7084 55.7251 53.1406 46.6627 46.3499 46.0107 45.1737 47.6186 44.4524 41.1603 39.4256 41.3939 37.6121 37.4985 37.4066 36.4227 40.9784 34.801 34.3172 33.5893 32.7144
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.64366902969566719 -0.31509801393811826 -1.0570063487222232 1.3462168560862613 0.13162590611144762 2.0365552509707867 -1.3545928909252491 1.5993600128483978 -0.22703747551118403 -0.66443602000037905 1.0000000180025095e-35 2.4498220593785009 1.0000000180025095e-35 0.67485211051868899 0.59451361664333191 -0.82632978812157953 2.6786836414808524 0.064435339791997101 -0.86283290253235112 -0.60257197164488818 -0.67365729439584288 2.4965882241780535 -0.18595537355251335 1.7724915768289919 1.0000000180025095e-35 -0.59494694347224619 1.0000000180025095e-35 3.2894016735301048
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 14 18 6 12 8 21 10 13 29 -6 15 24 16 17 -10 -4 20 -3 -5 -20 27 -2 -26 -21 -8 -22 -12
right_child=3 19 4 7 5 -7 23 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 22 26 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00083595594867949237 -6.6546650562804063e-05 0.0006081350740118227 0.00010187913178004538 6.4176185081825439e-05 0.00016258417282011988 -0.0010825002552719207 -3.4267909335316616e-05 0.00084008477100898067 -0.00028203271763791604 0.00064549388657230799 -0.00033795270413437747 0.00012804035785279069 -0.0004863306679336719 0.0014701666752183866 0.00011576999759431347 -0.00038269475529299567 0.0049733397930332868 0.00032499599944412573 -0.0018964478370055785 -0.00010130759826024947 6.9830444063511684e-05 -0.0020301283371197232 0.0033164705434238452 0.0016452933282383962 -0.00031756413519962027 -0.0013791723135048492 -0.00065428622811378298 -0.0008568393131760402 -0.00047448421560039724 0.0032115299891370594
leaf_count=20768 36119 4848 8239 502 15029 9233 3445 3339 6535 5638 20900 20496 9728 1002 27627 4699 67 34958 78 22544 48234 716 253 320 26558 2105 7582 13721 6557 91
internal_value=0 -0.0582543 -0.137576 0.00698479 -0.10055 -0.133104 -0.100605 0.0414376 0.0319179 0.0377649 0.0250644 -0.0319721 -0.0271133 0.0745084 -0.0339118 0.0641958 0.0867152 0.0835046 0.0749815 -0.00758356 0.0241398 -0.37729 0.785748 -0.213196 -0.0673879 -0.130507 -0.0767123 -0.231272 0.00571655 -0.10874
internal_count=361931 170579 80814 191352 60046 51476 42243 98943 95604 94386 88748 41487 24757 47261 92409 46259 41560 41493 8570 89765 59639 1218 331 17486 64782 28663 30126 17166 54791 20991
shrinkage=0.00294541


Tree=950
num_leaves=31
num_cat=0
split_feature=785 728 784 921 771 1431 1096 726 730 783 934 585 647 590 570 1467 815 878 784 878 764 1421 1002 561 725 1168 50 603 660 514
split_gain=71.3941 67.5225 69.603 58.2113 54.8872 50.2669 50.0665 46.4751 45.867 57.2809 54.0379 44.4144 44.2498 134.214 48.5013 40.5665 45.2431 67.0702 52.7794 53.3335 43.4308 40.5218 40.1071 39.7401 46.0833 39.9875 39.5557 38.4344 47.0817 38.1791
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.5265272373495906 1.0099929608726099 1.0000000180025095e-35 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.48460852809644533 3.2089320700182484 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2985900350266149 1.0107116206971127 0.69854289147193727 1.5227290105538722 1.0000000180025095e-35 0.9917809348404073 0.55630078546380823 1.0000000180025095e-35 0.26872683687560334 1.2394703555346365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 8 5 15 11 -5 9 29 27 -1 13 -3 21 16 17 23 20 -20 -18 -14 -9 24 -2 -26 -16 28 -10 -4
right_child=1 12 3 7 -6 -7 -8 22 10 -11 -12 -13 14 -15 26 -17 18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0007520846907583562 0.00017669843525486791 -0.00034226545981153619 0.00024266639148828872 -0.00041004191425158203 -0.00092785678057088225 -0.00038238964309472039 -0.00019913418231893624 0.0011776398681181163 0.00078485033236074745 -0.00027648348403299338 -0.00012742900993260089 0.00013953776833643158 1.093137500792065e-06 0.0020700359365563243 -0.00058595459636015914 0.00077842295429101553 -0.0003970439988359601 -1.2628141535924689e-05 0.00014317596507128924 -0.0003784127474176755 0.00025511109127701777 -0.0010062851999767908 -0.0002783266761055592 -0.0014752338406493902 -0.00048729505120807804 -0.0018207644371358424 -0.00012347557811441117 0.00014785975170550673 0.0024417647231384345 0.0016660125865665444
leaf_count=9701 6573 4821 6880 1345 3938 28311 8295 5292 2134 17685 3732 11563 30285 1384 46478 2527 5670 37283 15571 19731 44348 3085 958 3330 20686 2323 13882 1982 1097 1041
internal_value=0 -0.0295664 -0.0107111 0.0668538 -0.0295018 -0.0240424 0.0792743 0.228179 0.0281086 -0.0186989 0.158599 0.13235 -0.0856996 0.101183 -0.10046 -0.0101222 -0.0149738 -0.0611463 0.0153936 -0.0464161 0.0592618 -0.0253013 0.300404 -0.15276 -0.126701 -0.182454 -0.143867 0.295869 0.427291 0.133665
internal_count=361931 332372 232437 42146 190291 186353 29559 7595 34551 25606 8945 21264 99935 6205 93730 158042 155515 70195 85320 35302 50018 33370 6250 32912 29582 23009 60360 5213 3231 7921
shrinkage=0.0031882


Tree=951
num_leaves=31
num_cat=0
split_feature=1423 1426 1429 21 1356 683 885 547 1036 294 970 131 1463 799 212 882 484 602 1090 878 835 746 1111 221 657 267 1453 1236 1453 738
split_gain=70.4484 65.8397 64.1289 61.9909 63.0618 62.5832 67.0228 56.8642 51.6963 51.4772 48.1244 46.5469 45.1487 44.7853 42.7331 40.2829 40.2626 39.3064 39.0976 38.9793 52.3333 38.3662 38.0659 36.9831 36.0361 34.892 34.1943 34.015 33.5531 32.7275
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.13431221002227373 -0.50019127212278292 -1.3831318875547542 2.2685560401286238 2.2607263609058417 2.10116745471908 0.36828056311239343 -0.33482593523350052 -0.37314326152536875 0.94170239728407068 -0.58454210970522613 -0.48789779192598132 1.0000000180025095e-35 0.1045882393149573 1.0000000180025095e-35 1.0111579468260208 1.6473864309851525 -0.93801042819365543 2.6418189434053163 -0.3110600648408523 1.3426618058617994 -0.29429909822911982 1.0000000180025095e-35 1.257127198603895 1.0296388142365673 1.9142027959396961 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 7 15 -6 12 9 22 14 -4 17 13 -7 -1 21 -13 -2 -17 20 -15 -5 -3 -12 -21 -16 -19 -9 29 -24
right_child=11 2 10 4 5 6 -8 27 -10 -11 23 16 -14 19 25 18 -18 26 -20 24 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010462528212712802 -0.00092246212658120697 0.00022244071304401217 -9.193924917128956e-05 -0.00050894442592589676 -0.00052570044364339636 0.00054980661548030909 -0.00092322456096497558 -0.00071605066484835105 -0.001484175243118133 -7.3015124978475246e-05 -0.000677782169695683 3.0242732740336766e-05 0.00075422901868076617 0.00068053713303788284 0.00057874799160879606 -1.924517803161813e-05 -0.00044472252903929711 -0.00042131608043463419 -0.00072273660559946616 0.0002734565338198047 -1.6406401472062221e-05 -0.00198431556025306 -7.0070558405467927e-05 0.00023487372303115063 -0.0011394838785898065 -0.00017456873507966985 0.00076021006880156979 0.00067326340119846769 0.00081543446255995169 -0.00064680754793572848
leaf_count=20269 13872 25792 18894 9848 8218 9519 2430 6051 1393 17852 26326 28040 5677 5651 31176 23057 16254 15369 4965 1134 28629 775 20444 2624 2180 3697 1328 1253 1531 7683
internal_value=0 -0.00358936 -0.0510324 0.020422 -0.0140923 0.0262473 0.0495207 0.0672264 -0.00117751 0.0837778 -0.117263 -0.0861775 0.0652804 0.0432869 0.115729 -0.08487 -0.0409579 -0.168029 -0.0420759 0.0106404 0.0325255 -0.202265 0.00886985 -0.182512 -0.199444 0.160077 -0.0956252 -0.143711 -0.04876 -0.0685319
internal_count=361931 287068 104687 182381 102083 63438 55220 80298 56843 72994 47844 74863 52790 47113 55142 38645 44294 30569 28022 37594 34280 10623 55450 28950 3314 34873 16697 7304 29658 28127
shrinkage=0.0031882


Tree=952
num_leaves=31
num_cat=0
split_feature=612 699 409 652 785 585 566 724 633 574 620 1290 927 513 846 508 76 395 1011 519 483 1065 21 694 564 21 347 621 557 1115
split_gain=67.9075 61.0412 60.1597 62.1534 53.4226 56.1042 58.38 76.0927 54.9137 57.8482 54.2474 49.5789 47.6583 55.3495 47.3319 47.3077 44.5765 40.8341 40.1168 39.0428 39.3706 35.7118 35.5459 35.2906 34.3391 33.7999 33.6787 33.6288 33.4016 33.401
threshold=1.0000000180025095e-35 1.0515789206008181 2.2294551496329555 -0.98896428961744431 -0.86283290253235112 0.59573659850611882 1.8619965878080877 1.0000000180025095e-35 2.0602254807584486 0.6251511886302028 -0.36275158613436381 1.0000000180025095e-35 1.0483613175537825 1.0454229551509682 -0.3751313369855474 0.93928964529742032 0.20395622839017283 1.0000000180025095e-35 2.2221924123088783 2.1420547332082829 -1.241207077867766 1.0518754624258557 -0.89074317784588486 1.7728219641349714 1.596310126188891 1.189441983669046 0.63474427605856298 1.5846770304314888 -0.28003222873004341 -0.4897491130826726
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 29 6 7 10 18 -10 15 14 13 -8 19 -6 -3 25 24 20 -9 -15 -4 26 -7 -2 -12 -22 -19 -5
right_child=17 16 22 4 5 8 12 11 9 -11 23 -13 -14 21 -16 -17 -18 28 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00031588487490434938 -0.00074776855590985417 -0.00010498177897968183 0.00016310650838257594 -0.00011300454430572958 0.0004366570921779619 9.2317765917229058e-05 0.00026467874655959855 -0.00087123821239661525 -0.00019103945844803742 0.0016243371460286616 -1.8579187554837037e-05 -0.00044539318622119085 -0.00069508611302193191 0.0018159634083663415 -0.00027219873702784834 0.0018082558543265187 -0.00059052613469866462 -0.00043062477604751179 0.0011384689347639517 0.00078150003840636367 -1.626821021208867e-05 -0.00068148466190424116 -0.00060035249794228708 -0.00047804115047284324 -0.0011541934763926404 0.00025989682811623782 0.0009602840912197923 0.00078947342766964011 0.0001284253705148504 0.00049297207630808154
leaf_count=31489 20126 26942 4700 5529 5918 39793 7218 2810 1292 1940 6049 35625 1524 1622 50298 1286 16668 11886 1393 2653 30907 269 14847 5439 1114 1968 2135 2743 11514 14234
internal_value=0 -0.00698599 0.00495997 0.0130824 -0.000531021 -0.0119264 -0.0326744 -0.0455454 0.0548167 0.31451 0.0764946 -0.0674884 0.11408 0.170918 -0.0400434 0.225244 -0.0879011 -0.109727 0.0328079 0.0170204 -0.00401032 0.471959 -0.129642 -0.00772145 0.0191417 -0.199093 0.0801698 0.0155998 -0.0459363 0.103786
internal_count=361931 316437 272827 253280 221791 202028 156496 145863 45532 3232 20827 125036 10633 9109 89411 7204 43610 45494 42300 39113 36460 1891 19547 13623 40907 22094 8184 33650 23400 19763
shrinkage=0.00312569


Tree=953
num_leaves=31
num_cat=0
split_feature=51 43 1450 1467 1458 1452 21 1454 1464 1461 1456 1467 1454 1464 1452 1455 1464 1449 1465 1449 1464 1459 1465 1467 1466 1459 1452 1453 1466 901
split_gain=66.8488 57.2002 57.8279 61.5331 70.8374 81.2714 78.305 78.2306 68.2024 134.473 83.6412 83.4427 84.4024 68.5538 59.7332 59.6957 56.2565 75.9858 54.6799 61.0437 72.4028 54.0599 144.375 88.1688 107.746 61.5488 60.2374 52.8831 56.7932 52.3911
threshold=1.0111847875080273 2.2744972866152193 -0.33386868244407664 0.44520113322763349 1.2067754800055484 -0.5285793083120659 -0.70163543588998201 -1.0333979697783775 0.2291445000830519 0.71805535841975177 3.5267996248326976 -0.22023664855122008 -0.88587582313006108 0.10188322546539115 -0.3227522001983501 0.25431386995549449 -0.32209274566085261 0.33990150109962419 -0.39749697962010117 -0.22309903439038317 0.33722957473813192 -0.16909159747159788 -0.50034672269571534 -0.39040827012043883 -0.32531207622868435 -0.23672275088034492 -0.55184394829482131 0.090414289886247015 -0.24079247722810021 -0.21051950481788986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 15 -8 9 10 -7 12 -10 16 -13 -1 -11 -18 -14 20 -20 22 25 24 -23 -9 27 28 -24 -4
right_child=-2 -3 29 -5 -6 8 7 21 11 13 -12 14 18 -15 -16 -17 17 -19 19 -21 -22 23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010493941203152642 -0.00026631969320282381 -0.00049363427178780554 0.00018071160578367456 0.0001572336290063803 0.00046975744545534384 -0.00066383515741949355 0.0050674805412462762 0.00060102761199604658 0.0024089674720809821 8.5775295742120962e-05 0.0015636294055559577 0.00050072239994430651 -0.00060827882813309071 -0.0013798658946374883 -0.00086646740463304788 -0.00087678452366735896 0.00055309279100783956 0.0030484179539265288 0.0027971077194303088 -0.00014788647115451995 0.00056273797183233054 -0.0010246043759679837 0.00047418651327728106 -0.0010801926170931342 0.00063734752435993505 0.0022302806392424327 0.0013413151503040264 -0.001039705463425045 -0.00074934551158374629 -4.3020705079464714e-05
leaf_count=4652 54984 12391 84531 28664 5956 39043 96 4395 627 4579 572 1430 2904 902 5676 775 1659 548 550 4356 4145 2404 3258 4666 3987 958 737 3726 2855 75905
internal_value=0 -0.00460893 0.000801971 -0.0338341 -0.0594344 -0.0743946 0.0171536 -0.0295848 -0.120074 -0.168577 -0.224832 -0.0116185 0.0964548 0.098252 -0.20433 0.276136 0.172065 0.459227 0.0538344 0.136175 0.308582 -0.0372789 0.045864 -0.156418 0.0124441 0.328656 -0.112966 -0.16205 -0.0312197 0.029018
internal_count=361931 306947 294556 134120 105456 99500 32509 27082 66991 47303 39615 19688 12582 7688 7106 5427 6786 2207 11955 9051 4695 26986 15929 11057 6391 5353 10576 9839 6113 160436
shrinkage=0.00277552


Tree=954
num_leaves=31
num_cat=0
split_feature=470 533 140 789 626 869 1030 781 18 981 1002 1449 1187 381 896 886 1175 623 1469 1449 547 1122 767 3 1375 1458 917 691 1106 1459
split_gain=65.9642 108.903 65.6709 53.3433 57.3949 50.9 47.1829 43.7774 41.9582 41.5078 41.0189 39.8539 38.818 37.7539 37.6065 48.2629 45.696 37.1883 37.1351 45.9918 37.7937 36.3596 37.5293 35.9968 36.9631 34.9143 34.799 34.1668 33.5709 34.1703
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.48546444577241915 1.1248358748350926 -0.34965070266696835 -0.57653763495970078 2.2767728968969565 1.0000000180025095e-35 0.25595267004707117 1.3844530844356899 0.69854289147193727 0.71251893840138358 -0.84675667588139802 1.0000000180025095e-35 0.73822046824604237 -0.56028990723182226 -0.73936305529824964 -0.017077223229180014 -1.102089587452195 0.35230925177867972 1.0000000180025095e-35 -0.46869382699620854 -1.6251926040219418 -0.96466885063405805 0.59806352348768188 3.608238393186435 4.3127385003387806 -0.20927066130977401 -0.62663795455240534 1.814812024170287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 23 10 11 12 14 13 -6 18 -7 26 15 16 -3 -1 19 -4 25 -17 -23 -2 -25 28 -5 -28 -20 -30
right_child=3 8 6 9 5 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 21 -18 -19 20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0011291179321316249 -0.000463000431226427 -0.00025169694330993991 0.00059493150912857213 -0.0001826882888149062 0.00065264993497756753 -0.00024621310004006294 -0.0015527586384825795 -8.9739633817762003e-05 -0.0003213545760039361 0.00045554849770625355 -0.00026809229384918012 0.00028899794323475694 0.00034340506179754697 -0.0007502104522574334 -0.00046177429506331132 0.00026319233582585376 0.00059480890007989934 -0.00039478310327266554 -0.00095713273106592381 -0.0018906233803451171 -0.0010752682055286645 -0.0023494109029113422 -0.00014795118700199259 6.5861118818604016e-05 -0.00049128445785018694 0.0033308581454319507 0.007045243639909324 -0.0035744060459242852 -0.0002727643462193867 0.00132696269099612
leaf_count=17484 12318 4546 3989 17908 15403 7481 3114 31427 20551 3279 2632 7836 36846 8702 7337 15836 14768 9468 6338 532 7145 605 26221 47104 8168 135 54 30 23848 826
internal_value=0 -0.0520124 -0.128253 0.0101486 0.0253575 0.0584832 -0.0814632 0.0334997 -0.00325591 -0.075584 0.156069 -0.0667166 0.0769931 -0.10721 0.0218236 0.0383929 0.125751 -0.251073 -0.0992164 0.0972416 -0.12794 -0.00483977 -0.0553628 -0.0245076 -0.00195316 -0.0943937 -0.0480761 1.33864 -0.100876 -0.0641786
internal_count=361931 170579 80715 191352 161379 93789 53763 75754 89864 29973 18035 50649 44327 26694 69313 61976 19314 26952 42813 4521 38292 42662 26826 67590 55272 31147 17992 84 31012 24674
shrinkage=0.00331701


Tree=955
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 852 727 539 784 923 388 647 590 278 578 694 21 1051 1469 275 1175 982 708 869 497 405 1307 491 1122 470 878
split_gain=185.476 136.131 90.809 80.2782 78.299 67.989 87.0265 66.3456 63.9302 55.5289 49.7441 117.115 49.408 48.998 48.8957 44.6207 43.7339 42.5983 45.5196 42.036 41.2405 42.5397 40.9823 46.3747 40.8387 41.3887 43.7803 40.4497 40.2179 75.4316
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 0.9594655836162902 -0.86449023226567734 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.1833072469291228 -0.87905496296652397 1.2342127532274445 1.0000000180025095e-35 3.5926503781727646 -1.3263328046252252 0.4022431516292117 -0.31923240808069592 3.0854258727671673 -0.55689657685208205 1.0000000180025095e-35 3.0589865121061197 1.0000000180025095e-35 1.3390041783085433 -0.25023694339587677 0.79579885031402708 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 14 8 12 -7 10 11 -3 -6 -5 -2 27 -10 18 -12 -9 -11 -22 23 -19 25 26 -4 -15 29 -17
right_child=1 9 24 13 7 6 -8 19 16 20 17 -13 -14 15 -16 28 -18 22 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016956546944290105 0.00010342530603619617 -8.9388782281343401e-05 -0.00015123718266396553 0.00028392553548456991 -0.00013646386742603841 -0.00037974051761961605 1.5318672634080434e-05 -7.5111492694145937e-06 -0.00011748904078913203 -0.00022069647428456392 0.00084239734064341944 0.00047587734411128069 4.3477311941957629e-07 5.1268447774602822e-05 -5.0086350950100159e-05 -0.00010544131542714427 0.00079164131893488788 -8.3624844783372336e-05 -0.00039893093208376215 0.00013574027301280206 0.0010373476086485945 -0.00056883240540247539 -0.0001695817671969618 0.00038640440545351958 -0.00028386813337900006 -0.00020670270618522096 6.7056183157790055e-06 -0.00020451666948597313 0.0002323581426425306 0.00022976623124217152
leaf_count=3225 9356 3918 9161 3439 9027 2982 13234 8041 40237 20046 220 1190 86616 8098 13873 3293 142 47784 102 13779 146 103 25946 480 5095 8922 11972 1863 6536 3105
internal_value=0 -0.0654692 -0.0388449 0.10722 -0.0222438 -0.0769581 -0.119272 0.0113548 -0.174206 -0.143373 -0.118189 0.0922344 -0.0133986 0.142525 0.0221988 0.108522 -0.150202 -0.13503 0.597869 0.112925 -0.275269 0.6903 -0.139502 -0.10185 -0.150672 -0.121823 -0.0728613 0.00626693 0.189106 0.0760706
internal_count=361931 332372 232437 29559 197287 79824 56595 117463 43361 99935 79640 5108 95643 26334 23229 22895 40379 74532 322 21820 20295 249 74210 48264 35150 30055 21133 9961 12934 6398
shrinkage=0.000757875


Tree=956
num_leaves=31
num_cat=0
split_feature=785 728 1431 516 727 143 852 131 497 561 326 657 1465 1452 333 423 896 507 933 706 710 588 691 1382 852 841 596 1307 491 564
split_gain=196.022 158.696 112.652 87.8404 82.8431 63.0106 57.5823 57.3267 56.3786 53.1062 52.0132 47.6665 46.4146 46.7465 46.1718 45.7637 44.6813 45.9164 63.5853 44.004 43.8307 42.7865 41.9781 41.5954 41.3695 41.1261 40.7935 40.5551 45.5848 40.496
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 1.0000000180025095e-35 -0.72319605263816955 1.0747610123934368 -0.67630721506970115 1.7001250133015622 0.40910772639584253 0.65872944223055041 -0.80522708219444705 -0.51322729858334903 -0.76841635434299438 2.9869920577443172 0.2014999529365322 0.13351389361957308 1.0000000180025095e-35 0.68806224955729689 0.62672487627420737 2.0581232305957067 2.250834115212506 0.23856153456372262 1.0323846192543809 -0.22706799479215015 -0.92254275064601032 3.0920830256423057 1.3390041783085433 -0.276250479157444 1.4582492355497596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 19 -5 16 10 11 22 -3 -9 13 -6 -8 26 17 18 -7 -1 21 -19 23 29 -21 -22 -13 28 -4 -2
right_child=1 7 27 5 12 6 14 8 -10 -11 -12 15 -14 -15 -16 -17 -18 20 -20 24 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011033106340284216 -6.9879339422789205e-06 -0.00020858174187854121 -0.0001661907043911743 -5.7320360451921925e-05 0.00027525319356068038 0.00020815911581374886 0.00012715254636246461 -0.00020164439934124847 9.1769855428140495e-05 -0.00012146463929689225 -6.0071479679581776e-05 -4.6105947829245429e-05 0.00019235680709459954 -3.8582089765252337e-05 -0.00046937592932202001 -0.00014375722699869146 -3.7025464637191724e-05 -8.0619837721993654e-06 -0.00012595353643473148 -7.8069943294913616e-05 -4.3451707498447029e-05 0.00017644071545847665 -9.5930560877359217e-05 0.00010717886639101523 0.0001391132670887301 0.00025607589236508762 0.00041889537257663444 -0.00020670981851136008 -2.8048587569276216e-05 -0.00016105617397352902
leaf_count=5567 29870 26976 10371 25353 1294 5140 11667 10370 3656 23360 8792 32763 11401 4313 265 17013 26222 39727 1282 2683 1545 2361 17669 5759 4301 2753 365 10932 13847 4314
internal_value=0 -0.069641 -0.0409254 -0.0224333 0.107463 0.0130633 0.037677 -0.153347 -0.113822 -0.0802845 -0.239352 -0.133536 0.203915 0.0475045 0.166923 -0.105736 0.0165872 0.0514707 0.205411 -0.0169632 0.0269241 0.00620208 -0.0465098 -0.00916188 0.0845769 0.22875 -0.0573395 -0.164848 -0.11823 -0.0383985
internal_count=361931 332372 232437 197287 29559 116315 90962 99935 64167 80972 35768 60511 17008 5607 11932 50141 79030 52808 6422 12551 46386 42088 57612 39943 6984 4298 33128 35150 24218 34184
shrinkage=0.000686431


Tree=957
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 800 737 1014 1285 1442 815 1041 625 900 982 1438 705 138 60 1469 706 1047 781 816 120 826 1396 598 365 1325 276 592
split_gain=66.0244 132.409 93.0228 54.0375 54.13 55.8911 46.4735 46.3588 44.0298 43.2224 41.9046 40.2576 39.9818 39.4728 39.0138 38.7856 38.54 41.3139 36.9894 36.9745 37.45 35.8605 37.9396 35.8557 35.5857 35.4829 34.7913 33.6287 33.351 32.7205
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 -0.57812715656594349 1.0000000180025095e-35 1.9117660652834578 2.2712867920001698 -0.66295959698510776 1.0000000180025095e-35 -1.1877115420246598 1.7319634811773124 1.2044253514846195 3.0854258727671673 1.0000000180025095e-35 0.67165941385979033 -0.73249580233880873 1.0000000180025095e-35 -1.2437168825088454 1.8617238427420744 -0.55453109922952748 1.0000000180025095e-35 0.98567350059335823 1.0000000180025095e-35 0.79575735505199818 -1.4653684346899081 1.0000000180025095e-35 -0.22751373571788577 3.0944253562278479 0.4623867627118704 -0.59494694347224619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 9 5 15 10 12 -9 -2 14 -11 23 24 16 -5 18 -18 29 -16 -21 22 26 -4 -1 -24 -6 -20 -17 -3
right_child=3 6 7 4 21 -7 -8 8 -10 11 -12 -13 -14 -15 19 28 17 -19 27 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031017263873232529 -0.00061479560737693576 0.00034290425681361773 -0.0010058929151840984 -0.00036749846667829872 0.00028152235268165209 -0.00089119551179869013 -0.00081206773297551359 -0.00050961682987050788 -9.2231477722345262e-05 0.00019574168098845154 -0.00054962291968184873 0.0007760016071392176 0.0019308088221719792 -0.00010480999197013951 -0.00015075982157663776 -0.00012126511354536153 0.0012544879189349428 -0.00062360936208267169 0.00067468236710936961 0.00058826231822508418 4.2960271010922602e-05 0.00040770017340828192 8.778063248797365e-06 0.00027479421110858143 0.0012683295965967194 -0.00047221063206365801 -5.4983184342832522e-05 0.0052546415255454058 0.00021564721498415959 -8.8828489009494475e-05
leaf_count=77 2296 7618 18207 17462 25508 4068 3526 37771 13943 30858 5402 4658 248 1647 6726 40083 437 7500 2377 10998 6695 9418 17398 1244 1580 10853 20633 46 14590 38064
internal_value=0 -0.0525053 -0.137193 0.00965986 -0.00867702 -0.0516548 0.000774919 -0.162495 -0.13018 0.0817242 0.0095699 0.0989086 -0.298962 0.187228 0.0211124 -0.0382129 -0.0128706 -0.174193 0.00862128 0.0904088 0.137275 0.0299596 0.0120942 -0.318935 0.401211 -0.0564511 0.049264 0.290183 -0.0101997 -0.0047717
internal_count=361931 164106 74717 197825 160013 76203 89389 71413 51714 37812 85863 35516 19699 3304 80461 72135 56042 7937 48105 24419 17693 83810 74392 19451 1657 28251 46141 2423 54673 45682
shrinkage=0.00277552


Tree=958
num_leaves=31
num_cat=0
split_feature=125 50 56 1076 858 816 471 1470 651 986 837 68 115 21 202 1392 927 91 848 1178 1036 726 148 1459 623 1314 1031 462 1032 365
split_gain=64.6649 77.8912 73.7804 57.6087 57.1711 54.0425 50.5066 48.4906 41.0279 39.9533 44.8553 42.0005 39.8238 41.6464 39.8125 39.4283 39.0481 38.3782 36.1761 35.3789 35.0338 34.5891 37.6785 33.953 33.7549 33.1405 32.9896 32.9094 32.728 31.1285
threshold=1.5320262332576917 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0825608069246189 3.5381764998161844 1.0000000180025095e-35 -1.3664195657027294 1.1107569744011787 -0.68898326726344794 0.32387784103069944 0.69836631878832012 1.3947035982071894 -3.2545899522946695 1.0000000180025095e-35 3.1172922039692916 1.0483613175537825 0.6113505898814765 0.20792164000855923 -0.60140284957555179 -0.27642201460151267 1.0000000180025095e-35 3.3510381624520256 2.5683805145646721 -1.3815493756556456 -0.85341114727281597 1.6568736917453439 1.9321621796069277 0.61450512789118727 1.2982472370269842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 9 5 6 -2 17 12 15 11 -11 13 -9 19 -3 -8 -1 24 -4 23 22 -20 25 -5 -15 -12 -21 -27 -26
right_child=4 3 14 18 -6 -7 16 8 -10 10 26 -13 -14 20 -16 -17 -18 -19 21 27 -22 -23 -24 -25 29 28 -28 -29 -30 -31
leaf_value=-0.00049651724555015934 3.7461382071224288e-05 0.00031800893959083157 -0.00032736799533993353 -0.00087627975171599185 -0.00057383931072996002 -0.0022942669557477428 0.00088573522814364689 0.0032890121245892022 0.00010357557370790967 0.00021182390448587293 -0.00015395898041286482 -0.0003081640477467216 -0.0013883033450937741 -0.0010968250551480568 -0.00045276865698368023 0.0034927731181100849 -0.00013609450707684488 0.0016572123365093277 0.00012472970204699209 0.00015141666491778343 -0.00076916546010029547 -0.00064183008237245491 0.0069644787681270876 0.0013110015983334323 5.7948130118932835e-05 2.1746603343629592e-05 -0.001075511021218433 -0.00078540010343192937 -0.00066401446250906131 -0.00069397431003595262
leaf_count=814 9817 29171 16019 3562 3479 335 11038 117 6176 53354 23014 10231 7282 5328 15979 181 2107 957 3464 42687 29962 16469 40 719 37121 13952 3438 2370 8785 3963
internal_value=0 -0.0250631 -0.0675535 0.0036443 0.081056 0.11769 0.130257 -0.1322 -0.145776 0.030678 0.00786532 0.0376486 -0.168948 -0.14977 -0.0232269 0.0988524 0.208462 0.208839 -0.0522741 0.000913852 -0.154362 -0.137676 0.0643371 -0.0919258 -0.0181668 -0.108721 -0.0703776 0.0305053 -0.0704157 -0.00203407
internal_count=361931 335155 151147 184008 26776 23297 22962 74092 72321 119389 90037 63585 66145 58863 77055 29352 13145 1771 64619 61076 58746 19973 3504 28784 44646 28065 26452 45057 22737 41084
shrinkage=0.00345101


Tree=959
num_leaves=31
num_cat=0
split_feature=181 118 1454 21 1455 1460 1462 1466 1466 1456 1452 1449 1469 1457 1452 1462 1462 1453 1467 1458 1453 1453 1458 1452 1452 1361 677 1461 1453 1459
split_gain=63.5181 55.4075 53.6874 72.9738 81.2026 69.966 65.2083 60.5289 62.6845 61.8426 61.4232 58.2564 56.1342 51.9224 59.7719 50.1484 63.8925 54.6062 62.498 61.4779 61.5651 82.017 75.783 80.7503 54.4477 52.7975 51.2063 48.5414 61.0785 63.7695
threshold=1.0000000180025095e-35 1.1315434704044114 -0.2363894608792538 -1.0798509198017876 0.46304910557563933 1.3228809068545828 0.57678471910470575 0.37829601484295772 0.41217482453263737 1.6651900077780224 1.2756511722692228 -0.63352742786000882 1.6911153983873026 1.9381496379694476 -0.56867685142579727 2.5899815736749394 0.60855133363586655 1.3990727291183711 -0.41259912630364309 0.24391125146464598 0.12628105476165655 -0.14756540052680775 0.35223464835709856 -0.38490958654951546 -0.52432220502390359 1.0000000180025095e-35 1.0000000180025095e-35 -0.039446766248907701 3.5235182473523379 3.2302017972513801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 11 -4 10 -9 13 15 -6 27 -10 -15 16 17 19 -19 25 21 -21 -23 -24 -22 26 -1 28 -5 -30
right_child=-2 -3 3 12 5 -7 -8 8 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 24 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00072263212367096221 -0.00024139116987889376 -0.00026323556919015281 -0.00040841505668605318 0.0002119357347099638 0.00040491057683547514 -0.00010295037969768988 0.0010769331741221806 0.0018209405893552647 0.0002024813469568634 -0.0017244635820823613 -0.0011643757359522779 0.0024103902274629141 -0.00078332169991817237 0.0058469100405333808 0.00046879682693541511 0.001848481202759082 -0.00063466561881380594 0.0019847855762385458 -0.00073292815301461724 0.00026771177545028277 -0.0023129484229557347 0.0038309364354424421 -0.00060824590415319859 0.0027181999417163873 -9.6606244449237968e-05 -1.8036313457042554e-05 -0.00016435985759292014 -0.00015728051024225821 -0.001096693493277181 0.0015104060794938296
leaf_count=16765 75166 36660 3856 80489 869 923 2083 1066 18008 833 2983 1971 3208 119 223 548 9995 1034 550 10933 720 479 744 542 2115 43506 18751 23828 2589 375
internal_value=0 -0.000949295 0.0100908 0.0423423 0.22515 0.454421 0.0491957 -0.0223182 0.0888154 0.0593596 -0.0435775 0.618227 0.0268367 0.084446 0.897875 -0.0352744 -0.0389455 -0.0211871 0.369999 -0.0285612 0.0973477 0.161087 0.591442 0.299283 -0.203708 -0.0548413 -0.125172 0.0350621 0.059131 -0.236703
internal_count=361931 286765 250105 120191 9702 3763 5939 129914 20249 19183 109665 2840 110489 18350 342 106682 106134 96139 1584 94555 15533 12698 1765 1286 2835 79022 35516 107281 83453 2964
shrinkage=0.00300432


Tree=960
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 65 784 727 539 923 540 595 537 694 638 21 1059 529 1051 21 1463 706 852 928 353 583 914 340 921 714
split_gain=186.189 127.636 92.4302 78.0911 73.8067 68.097 75.853 67.8704 90.6023 63.1152 54.878 58.5166 49.366 47.6646 46.5674 46.5902 44.888 44.5056 43.805 43.778 40.9263 40.8748 42.4857 39.7079 40.6056 39.3581 39.1797 38.8936 38.5884 57.2561
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 1.3605314985471562 0.9594655836162902 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 0.35001124564692748 1.0000000180025095e-35 2.1533051290640106 1.2342127532274445 -1.9689564536147179 -3.9164670491403295 1.0000000180025095e-35 1.4795591430507427 3.5926503781727646 1.0000000180025095e-35 0.093599294775546141 0.62672487627420737 -0.22706799479215015 -0.97827964681891932 0.63280207191488913 -0.55326332990463356 3.2762546484437549 0.54703477416996305 1.0525743831388839 -0.62741635080033265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 21 6 16 13 9 -9 11 14 -12 -2 -3 -16 -5 20 23 27 -17 -1 -23 -11 -25 -15 -27 -6 -8 -30
right_child=1 10 -4 5 19 -7 28 8 -10 18 12 -13 -14 25 15 17 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00011218682873396769 9.8349453645963042e-05 0.00038937977724253143 -0.00011465591194867077 -4.818412014126171e-05 0.00010604403619235534 -8.8078523221819148e-05 7.0723851238590324e-05 -0.00037319526754404827 1.5324348406077251e-05 1.0453829755224548e-05 -3.148791469904122e-05 -0.00023373018876804956 0.00049882085743841701 7.0466171462884553e-05 0.00060473645544713067 -0.00013196505520959124 2.8240886698762091e-05 -0.00027733026154244943 0.00077330927381923033 0.00021345780580041946 -3.4328845239979862e-05 -8.5770923359550062e-05 0.00015302371273077117 -0.00017323030050431064 -3.4362869415299405e-05 -0.00012549575496965802 0.001168733970188134 -0.00019819544885773589 -0.00022091519133565614 0.00030330539866557307
leaf_count=5567 9356 441 35150 30238 5708 19174 14480 2982 13234 5631 14500 18186 446 4586 191 40450 49465 6217 142 10115 19504 2683 4301 27308 7298 9234 53 1185 549 3557
internal_value=0 -0.0673593 -0.0416013 -0.0248546 0.105758 0.0086932 0.02896 -0.0794528 -0.121687 -0.177654 -0.142792 -0.169016 -0.0176459 0.0195848 -0.139936 -0.146022 0.000290245 -0.150273 -0.15384 0.197143 -0.132714 -0.0119486 0.0860807 -0.15866 -0.189004 -0.0675386 -0.156105 0.0714126 0.145106 0.31651
internal_count=361931 332372 232437 197287 29559 117463 98289 79824 56595 43361 99935 84989 14946 23229 66803 66362 79703 66171 40379 17008 59954 12551 6984 40237 34606 13873 9287 6893 18586 4106
shrinkage=0.000743015


Tree=961
num_leaves=31
num_cat=0
split_feature=1442 683 1099 705 21 871 982 785 727 639 1450 1450 503 80 1458 1459 1467 1449 1467 1467 1465 1449 1465 1465 1453 1450 1450 1452 1452 1458
split_gain=63.8497 69.727 63.4019 69.0493 52.3672 62.3329 60.5209 54.6348 54.5326 53.457 51.1865 68.2363 50.9458 49.2749 44.9669 89.2478 83.9144 82.5055 65.0724 65.4857 61.7474 93.6182 59.0564 57.2941 55.6536 55.3376 62.2191 55.3188 55.0292 53.9273
threshold=-1.2625182715263061 -1.3831318875547542 0.98842746550066363 1.4125972960924511 -0.32341995197817647 2.4008401756919917 2.7931427067886543 -0.86283290253235112 -0.682906484622256 0.24328896595660957 -0.2957953744690755 -0.2485810560534433 -0.94607543640072678 -0.72189266169101352 0.3822301214879455 -0.12173401169023605 0.052368138980887803 -0.14747379796621402 0.38507219055208025 -0.64269771874189019 -0.13009469105523855 0.52358129808114695 -0.047490888190649637 -0.073678728535423191 3.5235182473523379 -0.57378190399925333 -0.49556609814693381 -0.30548442524802683 3.8713093281147861 0.73392005358173151
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 4 5 6 9 8 -6 13 14 -12 -1 -3 18 16 17 29 19 20 21 -9 -21 -22 28 -25 -27 -24 -20 -16
right_child=1 2 -4 -5 7 -7 -8 10 -10 -11 11 -13 -14 -15 15 -17 -18 -19 24 22 23 -23 27 25 -26 26 -28 -29 -30 -31
leaf_value=0.0002648310609002532 -0.00033482487001800231 -0.00011024463017957203 -0.00028420036905048133 0.00058717332044555981 -0.00098396753249559935 -0.00094306344298892056 0.0021778441685792018 -0.00085780049554260666 0.00046950736063422802 -0.00012556445497715834 0.0010073064808776293 5.352813300743236e-06 -0.00032936844617856048 0.00047982715960788404 0.0037675926890512654 -0.00044884948971567304 -0.00019176832684170627 0.00020714012416519858 0.00039636523586590729 -0.0004380791936349622 0.0031357420799601595 0.0011627465708704237 -0.0019205552846551599 0.00077295539423111171 -0.0020385419177613084 -0.0024094396479857811 6.4054624768364275e-05 -0.00066651445000127788 -0.0046887655728580216 0.0012385282359750178
leaf_count=10062 38458 9292 33976 11863 1368 3125 755 7018 14603 15789 3414 54032 71060 32428 788 4873 1961 1096 9143 19334 318 1305 3235 4209 570 743 2242 4145 98 628
internal_value=0 -0.000115397 0.0118173 0.0243701 0.0145877 0.0670623 0.0803466 -0.0088778 0.107083 0.0722415 -0.0249102 0.02009 -0.0771065 0.110826 -0.068968 0.0641113 0.27185 0.51385 -0.0948693 -0.132188 -0.0193525 -0.153866 -0.197755 0.121755 0.0648093 0.0789218 -0.151776 -0.365084 0.103705 0.816624
internal_count=361931 280809 242351 208375 196512 61389 58264 135123 15971 57509 119152 57446 81122 41720 61706 9346 4473 2512 52360 42549 15835 8323 26714 7512 9811 7194 2985 7380 9241 1416
shrinkage=0.00325197


Tree=962
num_leaves=31
num_cat=0
split_feature=819 522 691 21 1457 61 1463 773 1430 407 1457 1462 1458 1465 1452 630 50 194 182 723 464 1323 567 1444 208 1458 1150 678 1176 319
split_gain=62.2628 60.3471 57.6022 62.3569 53.0402 50.7941 50.2386 45.7666 43.388 43.201 51.7747 50.5264 44.1569 42.4573 50.5574 40.5052 40.4075 62.4486 41.8744 38.3553 37.3059 37.2337 36.6648 35.5405 35.0826 35.059 36.7888 34.9266 34.8462 33.8855
threshold=1.0000000180025095e-35 -0.71745339412579689 0.11682074345248079 -1.8362818876253988 -0.39785226149588032 1.0000000180025095e-35 -0.17543696651184754 0.70271917444219445 0.54622893720785959 -1.2965003005540392 0.68635126017805159 3.4653406265423476 2.0019660229778804 -0.62392803878906389 -0.76841635434299438 -0.81339447905208451 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0570063487222232 1.0000000180025095e-35 -0.37336074860328233 2.2257286442902546 1.0000000180025095e-35 1.4758636233174329 3.0919731056735245 1.4765539603247655 0.98573251906422088 -1.2932618239641427 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 9 4 -4 8 -6 15 -5 29 11 12 16 14 -2 -1 17 18 20 24 -11 -18 -23 28 -7 26 -15 -20 -17 -3
right_child=13 2 3 5 6 19 -8 -9 -10 10 -12 -13 -14 25 -16 23 21 -19 27 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053669849557183406 0.00023320734718849779 -0.00013477508735761104 0.0022391030559335457 -0.00024672444108648291 0.00097692780022557704 -0.00021017298050811172 -0.0028186558635227683 -0.00014072246653463723 0.0002009984483147543 -0.00099495544874402464 0.00034578984166082479 0.0011389619950952661 0.00075618545483019655 -0.00011485489263568695 -0.00087929221411491509 -0.00057599861701380093 -0.00014204032681569431 8.4133584635971798e-06 5.1025109220428342e-05 -0.0006626968193225492 5.5003230823018524e-05 0.00015804222977097777 0.0014967348471649909 -0.00024426612058617915 0.0014812608917910692 0.0016515300627489753 -0.0010848093513734869 -0.00091286222866436225 0.00026719508374061261 -0.00076900486161743061
leaf_count=12944 2659 23106 764 40459 523 4461 284 17557 12067 11404 19274 1349 2493 27832 12105 2649 22461 24459 9105 20599 1942 33017 713 9054 657 445 2986 2558 35408 6597
internal_value=0 -0.00390663 -0.0223523 -0.0747639 0.374181 -0.084381 -0.0794485 0.0481525 -0.0444577 0.00133238 0.0171899 -0.00198333 -0.00773049 -0.102097 -0.219834 0.0771698 -0.0152213 -0.0656673 -0.165107 -0.174361 -0.269489 0.0217326 0.0642742 0.046623 -4.14882e-05 -0.051995 -0.0633278 -0.0578132 0.0746749 -0.0839087
internal_count=361931 315904 238292 79814 1571 78243 807 77612 52526 158478 128775 109501 108152 46027 14764 60055 105659 49468 25009 25717 13346 56191 33730 47111 5118 31263 30818 11663 38057 29703
shrinkage=0.00294541


Tree=963
num_leaves=31
num_cat=0
split_feature=184 61 185 970 906 1465 1010 1323 677 785 1452 728 930 678 470 788 927 858 485 928 804 665 651 1470 285 651 658 288 967 1467
split_gain=61.5208 53.9944 47.163 48.1807 45.2926 45.2558 43.5225 43.2517 42.8229 42.6476 48.1204 45.0059 85.9853 68.2378 73.0751 71.7702 55.5376 64.1855 55.5028 51.7331 46.0381 54.4907 45.4263 41.2725 41.0584 40.9208 39.3723 38.7708 38.7056 37.0557
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.45051850460492232 -0.22702296443972722 -0.35648888691016983 3.116712650924125 3.0713252103476614 2.9187729016580457 1.0000000180025095e-35 -0.86283290253235112 1.434259801303694 -1.3163276726681863 1.0000000180025095e-35 -0.93019531031281677 0.66595742291584703 0.38349571241217301 1.0483613175537825 1.0825608069246189 0.19554558125753438 -0.52992354128753727 1.3537602816678871 1.0000000180025095e-35 1.1107569744011787 -1.3545928909252491 0.59422313061079646 0.58396494997324677 -0.76600303368020251 -0.26704414188828945 0.31042465269053104 -0.44899544734167229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 28 7 6 9 -4 -6 10 23 12 18 -13 19 16 17 27 -11 20 -15 -22 -20 -1 -3 -18 -14 -16 -2 -7
right_child=1 24 4 -5 8 29 -8 -9 -10 11 -12 13 26 14 15 -17 25 -19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020406225562095408 0.00012893320476504983 -0.00026135103809716203 0.00051884342363211263 -0.00037470881585423141 -0.00058607008560481648 0.0013703691532643931 0.00081130337742386027 0.0040752357685561328 0.00029737419930482291 0.00024118643808755739 -0.0010849304423589327 -0.00053228693968395725 0.00047713990232573557 -3.4146155804429533e-05 3.404068330522318e-05 0.0007871191301111138 -8.8271849809891072e-05 -0.00054686800904105843 0.0013446059603944894 -0.00023335240710097905 -0.00020322325639116293 0.0010349115439551801 -0.00055678686724536025 0.0004100384407511168 -0.00080525686207048972 -0.0012175483283734031 -0.00030666251797186855 0.00066819120278805203 -0.00050202303519921874 0.00012078888413370881
leaf_count=282 27706 33400 9505 34163 6519 1844 2704 148 6234 8227 1087 18671 3964 33737 7046 7177 3680 3679 4649 78307 2476 3855 625 18283 11972 1985 12463 8743 6697 2103
internal_value=0 -0.0545434 -0.0222056 -0.0530262 0.0715754 0.00800698 0.00351149 0.186976 -0.0256675 -0.000249482 0.0933808 -0.0104758 0.0669051 -0.02496 -0.0110786 0.0724439 0.0212896 0.0728511 0.195282 -0.0394159 0.0242624 0.183571 0.359562 0.11829 -0.124533 -0.155694 -0.0388868 0.127809 0.00565612 0.226255
internal_count=361931 136344 90972 68566 22406 225587 221640 9653 12753 218936 19652 199284 29928 169356 150685 32310 25133 19468 13501 118375 40068 6331 5274 18565 45372 5665 16427 15789 34403 3947
shrinkage=0.00312569


Tree=964
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 602 727 784 921 878 471 606 703 21 519 268 832 1469 1466 730 934 783 727 21 1429 1452 146 706 1390 332
split_gain=173.464 167.385 99.4523 91.9092 87.9119 102.36 85.5966 80.2734 69.4576 61.2942 57.6467 56.0097 55.579 53.9586 51.5723 53.6388 51.4041 50.5166 49.4033 47.783 54.6764 48.009 45.207 44.7385 44.3705 44.0523 43.0308 41.0651 43.4274 40.7014
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 2.1543936751333881 -1.4568199934402009 -3.9164670491403295 2.1420547332082829 1.0000000180025095e-35 -0.31774903318306902 -1.3263328046252252 0.57156622312866312 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 0.91361512331551464 2.7503861831498626 2.1164963568036277 2.8221361689184978 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 24 -1 12 19 -9 13 29 -6 -3 -14 -16 17 -15 -7 21 -21 -5 -10 -8 -2 -20 -18 -19 -29 -12
right_child=1 10 -4 8 7 18 23 9 22 -11 11 -13 14 16 15 -17 26 27 25 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.005157633720008e-05 -0.00010312973934690425 0.00056026838088142769 -0.00011840822474164529 7.8006902168825673e-05 -0.00014294569342803717 -5.316054651138635e-05 4.6033549981434673e-05 9.209267034513787e-06 -8.5564776092922603e-05 -0.0001027922509761187 -0.0001287122326788826 0.0002696369214619918 2.3158531038190286e-05 0.00074539537589313643 0.00023619698513237348 -1.9480358794353802e-05 -0.00019192158454098241 -0.00011631297765532995 1.575808977926237e-05 0.00020492723335486978 -3.1140704731738809e-05 -6.1489380423002446e-05 0.00021096686557263585 0.00019298000374704986 -0.00023279320600002842 0.00027928546528152906 0.00038207390914978158 5.5014508463864294e-05 0.0013195934606097482 -1.8421710817658425e-05
leaf_count=12551 20984 187 31093 7155 3813 32649 6893 16662 1187 21606 17661 1066 41710 126 4275 2260 35251 26344 5233 4551 3316 15834 5949 10115 12699 1461 305 2733 60 16202
internal_value=0 -0.0701276 -0.0405577 -0.0255575 -0.0483839 -0.110122 0.0970581 -0.00801162 0.0657749 -0.079875 -0.156152 -0.0812703 0.0443688 -0.201886 0.0619167 0.224321 -0.206877 -0.134948 -0.0431563 0.0215582 0.160359 -0.0271853 0.243975 0.195532 -0.219732 0.116091 -0.275592 -0.142949 0.129211 -0.0994789
internal_count=361931 332372 232437 201344 163352 73026 29559 90326 37992 38268 99935 34929 52058 65006 48245 6535 64819 29263 39343 30856 7867 22989 7136 17008 33683 6694 35556 29137 2793 33863
shrinkage=0.000672971


Tree=965
num_leaves=31
num_cat=0
split_feature=1430 1298 884 1444 959 395 651 718 1469 1437 846 1223 1020 346 996 927 866 1469 747 1053 794 734 522 986 428 632 533 746 578 1452
split_gain=60.4278 100.744 80.1376 72.1991 60.5807 58.8215 53.8652 51.5898 48.4582 46.4661 41.4329 40.2752 39.709 44.8893 39.6242 39.9011 50.7775 38.5035 37.8264 36.7063 36.5441 49.4061 39.7723 36.2383 35.7619 34.6862 33.9053 34.4279 33.5822 34.5784
threshold=0.54622893720785959 1.0000000180025095e-35 0.66905551989196432 0.61050815248025436 -1.2907225086880219 1.0000000180025095e-35 1.1107569744011787 1.0159173274103563 -1.1374964112163577 1.0000000180025095e-35 -0.53268848306471728 1.0000000180025095e-35 0.44670980992553178 -0.10321047508264365 1.0565563832172893 1.0483613175537825 0.5880156106821478 1.7934017781504392 0.98810451262880827 0.35295098536495306 1.0000000180025095e-35 3.0820683777490774 -0.71745339412579689 -0.85589404454386375 -1.03741653059363 -1.1443362738514475 1.0000000180025095e-35 0.66766320980544069 -0.87905496296652397 3.2256677845823187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 8 18 -4 23 10 25 -1 -11 -14 15 16 -8 -12 20 -7 22 -22 -2 -6 -10 -3 27 -24 -20 -30
right_child=6 9 7 -5 5 19 14 -9 24 12 17 -13 13 -15 -16 -17 -18 -19 28 -21 21 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0009811153600439459 0.00053360847723053111 -0.00034891149239160382 0.00076951288944234755 -0.00068359992774053892 0.0012761009285459934 9.7426220602368714e-05 -0.00012454795596651404 -0.0011616046721067128 -0.0011018916187420377 3.62704320708808e-05 -0.00012223843354012648 -0.00029448144977809625 0.00055673538770602965 -1.354914329388958e-05 -0.00089832776973838521 -0.00077862027020881111 0.0010924948982041975 -0.00071906942285275392 0.001753192656405914 -0.00036952812336262604 -7.6037784929042571e-05 0.0016383747251484332 -0.00038250688296286961 -1.3396064238255154e-05 -0.00034402259221787547 0.00020081176103512528 0.00024160537808944678 0.00067694655839198141 0.00045312702083125572 -0.0018223447866121453
leaf_count=12156 9385 5539 3332 16911 808 31007 5581 519 3939 43265 57729 8729 10896 6600 2517 2083 1195 4392 524 7351 29442 472 7726 4767 35158 23786 17310 1145 7475 192
internal_value=0 -0.0308613 -0.0843798 -0.0975291 -0.0755353 -0.052338 0.0361087 0.206649 -0.117929 0.00551177 -0.0283341 -0.223377 0.0500681 0.132535 -0.101415 -0.0349516 0.0436345 -0.0620162 0.0576112 0.00639582 0.0389192 -0.0169331 0.0864987 0.0706744 -0.153548 0.0419157 0.0409253 -0.0822286 0.186077 0.151418
internal_count=361931 276884 124677 120826 103915 83030 85047 3851 44672 152207 91446 20885 60761 17496 11376 8859 6776 62121 73671 38358 65480 29914 35566 5575 39097 29325 26181 8871 8191 7667
shrinkage=0.00261544


Tree=966
num_leaves=31
num_cat=0
split_feature=785 519 728 962 872 728 588 869 705 728 1452 1470 575 578 831 288 934 382 660 1465 693 1311 635 815 1049 829 21 21 566 927
split_gain=179.363 133.624 130.815 168.988 127.781 106.207 105.91 99.649 84.8332 83.9504 78.0462 74.0627 71.0499 61.3749 60.1258 58.5811 57.0695 56.628 55.727 54.6837 54.5053 48.6671 48.3447 48.3392 47.3205 46.6746 50.3048 46.4047 45.8424 45.6929
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 3.0757328524286596 -0.49008176997875957 0.71188872395471614 1.0000000180025095e-35 0.42325249380490987 -0.49008176997875957 0.4926003403048807 0.82151526813113451 1.0000000180025095e-35 -0.87905496296652397 2.0523937188146193 -0.92949147318846059 1.0000000180025095e-35 1.0000000180025095e-35 -0.72421686037558375 -0.41120921193798426 -1.517863073859208 3.6225485867211153 -1.3219584077173314 1.0000000180025095e-35 1.511805152420109 -0.52680696090984924 -3.2545899522946695 1.0000000180025095e-35 2.0449780822036492 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 10 4 7 -3 12 8 25 -1 16 19 -7 -11 15 -10 20 24 -17 -12 -2 23 -20 -5 -14 -4 -27 -15 -9 -8
right_child=1 5 3 21 -6 6 29 28 14 13 11 -13 17 27 -16 18 -18 -19 22 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00016690009794374574 -0.00012090587996549051 -0.00016997094230185726 -3.1495255645980421e-05 -0.00026644981765914355 0.00025822967145886557 -7.8320694072804759e-05 0.00039862277096005307 -0.00013481795562209385 -0.0001817236664624595 0.00029580607350473606 -6.467834756048867e-05 0.00049013286676563214 0.00031516938750388734 -3.6762068049958221e-06 0.00018249628002148748 7.6892032962187811e-05 -7.922290801346995e-05 -3.4021560948873639e-07 -0.00036100519086215547 0.00015713005380440991 7.8985987274971767e-05 0.00057181041954789031 -2.3641947813007857e-05 -0.00013737805260886899 -0.00010458857739346111 0.00074545715463043101 -0.00012240238000060726 0.000135458485154081 8.1756308092284481e-05 -8.3884031628285926e-05
leaf_count=3396 5328 3824 27652 23972 2766 5883 3128 62012 5975 3407 4686 1167 3819 9885 3715 14593 24607 3684 1418 7186 16209 222 40244 20835 684 141 45590 12871 2536 496
internal_value=0 -0.0691954 -0.0824677 -0.106147 -0.0826739 0.0837586 0.148421 -0.0898193 -0.0584142 0.100579 0.00874366 0.152328 0.0673925 0.13814 -0.00566868 -0.0217357 -0.0347993 0.187302 -0.00295462 0.10207 0.0481547 -0.255867 -0.0435106 -0.26315 0.336292 -0.113668 -0.159729 0.0998219 -0.167421 0.448578
internal_count=361931 332372 310854 251671 206642 21518 17694 203876 139328 29559 59183 13039 14070 26163 65945 62230 46144 8187 56255 11872 21537 45029 41662 44807 4503 73383 45731 22756 64548 3624
shrinkage=0.000743015


Tree=967
num_leaves=31
num_cat=0
split_feature=728 659 693 797 854 705 73 869 706 813 841 1470 363 830 718 579 566 65 77 588 426 1452 954 529 1465 208 407 1306 547 602
split_gain=60.8365 63.6982 62.6111 62.5389 101.95 62.2985 48.8635 46.0252 48.4973 48.0182 43.0308 42.4948 42.5633 41.0182 40.4309 40.295 38.8645 37.4505 37.3703 35.3703 34.0341 35.805 33.7226 33.455 35.7869 33.628 32.4152 32.0656 31.9806 33.3066
threshold=1.0000000180025095e-35 0.62821384419828064 -0.31170898610154357 0.63961785378869596 -0.87473648844905705 1.215584911221339 -0.1338629206770732 1.0000000180025095e-35 2.1164963568036277 2.1641256470006294 -1.6221424266926292 0.29719935299617245 -0.64202519594978591 0.42539890457445378 1.0159173274103563 1.0000000180025095e-35 2.1710320005650359 1.3605314985471562 3.1041168489378128 2.250834115212506 -0.63845120823967028 0.8075782449106812 6.099786963134739 1.4795591430507427 -0.13762826918422091 2.245931539161679 1.0000000180025095e-35 2.7426607802978551 -0.2980246578018278 2.6455866734826223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 11 20 8 9 23 -10 12 28 -14 19 17 -9 -8 -12 -6 21 -1 -3 24 25 -2 -26 -7 29 -4
right_child=7 22 3 4 14 27 15 16 10 -11 18 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00033805851522115228 -0.00027390729693376804 -0.00024975490278305305 0.0008101288274696693 0.0011761566874981691 -0.00057035507503542919 0.00069268712730166475 -0.00031324865610190639 -0.00048228163252395659 0.003369806388764851 0.00062486907125370228 0.00037038950120866479 -4.8434415920831871e-05 1.3932149739769588e-05 0.0004117840235769273 0.00052893777312911731 4.8238905749878109e-05 0.00082170115685470673 -0.00099223272466610838 0.0065126245998717719 0.0006278197305290337 0.00018431053489035732 0.00052167543165021848 0.0021475208694694777 -0.00087901965003076704 -0.0002938386344332293 -0.0017371652736103168 0.00023972397778907549 -0.0015481811165269563 3.6643645450910189e-05 -0.00098184883966876812
leaf_count=15444 32627 40835 10391 1869 14971 12038 18217 36173 238 3254 4441 32405 32787 16747 1929 11277 1219 7079 36 981 28051 2678 189 4715 10252 1121 15014 355 4171 427
internal_value=0 0.00393395 0.0192548 0.0481736 -0.0646339 0.0683176 -0.0304951 -0.0633686 -0.030231 -0.046768 0.20151 0.0494512 0.0810585 0.0505074 -0.119154 -0.0969044 -0.139984 -0.15155 0.14467 -0.156427 0.0154986 -0.0651531 -0.076281 -0.0629847 -0.0495144 -0.101822 0.0158648 0.209726 0.181433 0.239696
internal_count=361931 252841 211817 129071 19750 109321 82746 109090 71698 66983 4715 96928 64523 49534 17881 36573 37392 25296 4477 15952 46173 18122 41024 63729 59014 33748 25266 12393 14989 10818
shrinkage=0.0030644


Tree=968
num_leaves=31
num_cat=0
split_feature=1147 51 785 543 21 346 705 915 990 1427 1457 1456 705 1455 1454 1450 1454 1453 677 1450 1455 1461 1050 476 783 920 1454 1450 1468 1459
split_gain=60.2211 54.9085 54.5579 48.7927 56.0449 57.6071 51.2181 46.3863 44.5698 42.4065 46.056 41.3852 41.3691 40.8908 39.8894 49.9472 39.2373 38.7544 37.8131 37.3016 40.4344 38.3493 36.6183 34.017 33.9066 40.9326 33.3221 32.6339 44.6333 40.0033
threshold=1.0000000180025095e-35 1.8613588887694643 -0.86283290253235112 1.0000000180025095e-35 -0.70163543588998201 0.28576096366588094 1.5025377326640457 -0.4125980357433478 1.09266583130301 1.0000000180025095e-35 -0.13555433688085386 3.5267996248326976 0.024944846130704988 2.5522110869383945 -0.94795818613911831 -0.44975414142939646 0.95531609900580594 1.0000000180025095e-35 3.6388173972128635 -0.54877514458847465 0.14145834482007744 4.3587965850032591 -1.6525933451394894 -1.316508667510939 0.2400496438953339 -0.83967173534858641 -0.17470481038223243 -0.28900078866492313 1.8034839195215984 0.097572730827532081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 7 6 8 -4 9 -6 14 -7 -1 16 15 -11 19 -12 26 -9 21 -21 -8 -5 -10 -26 -16 29 -29 -22
right_child=-2 -3 3 23 5 11 22 13 24 10 17 -13 -14 -15 18 -17 -18 -19 -20 20 27 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-3.506238454159572e-05 -0.00020939693902758221 -0.00042113872960026653 0.00036445996971066639 -0.00070337661048202151 -0.00018259322413080671 -0.00028294682317483012 -0.0017079754051183508 -0.00036993599564289588 4.8579455094364148e-05 -0.00041292680628365891 0.00038376997436114022 0.0011710212752607746 0.00045135410936169917 0.0013028713664467943 -0.00024673870174834252 0.002167429307341112 -0.00071383819195137098 -0.00010858352169536733 -0.0020789907913948153 -2.2226163748618696e-05 0.00031368394531467385 0.0050641068405532169 0.00067706414423308197 -0.00015131867123456937 0.0014744466013710531 0.00036118984505187628 0.00010232209297402191 6.4215384315476857e-05 0.0019710761336861381 0.0022702927508935948
leaf_count=8397 71440 13180 26013 7846 45412 34839 255 6468 9776 489 17704 609 15628 700 21974 530 2676 7425 277 13681 749 46 4756 23607 1179 5618 16283 3256 451 667
internal_value=0 0.000275959 0.00623578 -0.00388665 0.00650628 -0.0128037 0.00725906 0.0700778 -0.00146559 -0.0177103 0.0181901 -0.0947989 0.102236 0.00453954 -0.0293294 0.393274 -0.0112314 0.0892744 -0.0408802 0.0182624 0.0693335 -0.000165562 0.215918 -0.0963249 0.100131 0.211311 -0.0344424 0.235021 0.122093 0.513517
internal_count=361931 290491 277311 253286 221833 167126 131678 54707 126667 110094 64682 35448 24025 28694 39553 1019 27994 25129 38534 25318 18850 13727 5011 31453 16573 6797 38257 5123 3707 1416
shrinkage=0.00266775


Tree=969
num_leaves=31
num_cat=0
split_feature=785 871 728 727 784 1022 1016 990 746 747 1104 1465 1452 112 62 706 554 1460 1469 322 1463 852 275 1428 282 706 794 1458 575 1289
split_gain=145.866 126.247 107.208 71.6412 70.9454 65.8309 77.8876 56.6471 50.4849 45.5766 42.8387 42.7391 45.2196 42.166 48.8343 49.3699 46.3183 44.2149 40.3786 41.9483 40.6189 39.9658 39.804 38.8348 38.4354 38.0617 38.0514 38.0055 37.9932 37.9146
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.09266583130301 1.0000000180025095e-35 6.1031850957970919 -0.41466901195270384 -0.51322729858334903 -0.76841635434299438 2.2718117149406565 -0.67845511463764618 2.168314495256825 1.51665191340671 0.058427274985338513 -1.3263328046252252 1.4725277493311824 0.093599294775546141 1.0747610123934368 0.4022431516292117 1.0000000180025095e-35 -0.94278280720258245 0.99377002365102085 -0.55929652627125603 -0.20054163340307427 -0.34806466541374598 2.2864860975783183
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 25 5 6 8 21 9 24 -7 12 -5 14 -3 -16 28 -15 22 20 -20 -6 -4 26 -2 -1 -8 -14 -17 -26
right_child=1 13 18 11 7 10 23 -9 -10 -11 -12 -13 27 17 15 16 -18 -19 19 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-9.9712915957607081e-05 -0.00042820576812216171 -0.00019264736550491637 0.00083818296669897253 0.00029785776656799008 -7.6538608376162756e-06 -5.2529171060556478e-05 7.9261815592924454e-05 0.00019778724088025348 -1.1178790270642713e-05 0.00058794976715331162 2.4546809069094773e-05 0.00019849100986166668 -0.00019880958039199517 -0.00035938937560186569 -8.6676472264645774e-05 -0.00043177339216323736 0.0016469766228882309 -1.0560121442944731e-05 -0.00011979893483581525 -0.00025829654888079757 -2.6250767660087466e-05 0.00015199935408480303 -0.00035759387550870288 -0.00012014462666046574 -0.0001988968189859102 7.9905947778515245e-05 -4.8165695482320264e-05 0.00011428795182465264 0.00037111560070011529 0.00012419804645021006
leaf_count=7451 3716 21932 224 1294 24430 31055 10927 5514 5647 162 51625 11401 2420 6473 35423 319 70 2021 48508 6933 23432 4837 101 9808 21456 5100 15559 1893 808 1392
internal_value=0 -0.0663186 -0.0466307 0.0872808 -0.0207433 -0.041527 -0.0958792 0.0631244 -0.191638 -0.246619 -0.00439445 0.177819 0.0269556 -0.164095 -0.14257 -0.0936355 0.363957 -0.34231 -0.122493 -0.126602 -0.111487 0.0257918 0.585072 -0.034443 -0.258246 -0.0286378 0.00638841 -0.0753219 0.246007 -0.223686
internal_count=361931 332372 265326 29559 186128 151347 68667 34781 32373 26726 82680 17008 5607 67046 58552 36620 1197 8494 79198 78873 71940 29267 325 36294 26564 12551 26486 4313 1127 22848
shrinkage=0.000788493


Tree=970
num_leaves=31
num_cat=0
split_feature=785 181 728 852 727 784 727 519 930 576 694 884 921 561 647 590 846 263 547 619 862 1066 588 578 133 146 727 705 1456 21
split_gain=170.898 150.517 112.84 91.6275 83.8571 62.0102 50.8288 92.4721 73.4763 53.9519 52.7141 50.4235 48.9432 47.6812 47.188 105.985 50.5202 46.2506 44.2628 43.5774 43.3917 42.8138 41.7884 41.6378 40.3528 39.4367 39.2645 45.3934 43.2876 39.0443
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.1032265037225084 1.2342127532274445 1.6560630477055389 1.0525743831388839 0.55894040826437752 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.6445160113075163 1.4078093546699517 0.83082504555296788 -0.97446007815901359 -0.54928301346280928 0.71188872395471614 -0.87905496296652397 3.1456474086536006 2.2368666814773395 -1.1275738623161491 0.53889019796838877 0.82504800527607469 -0.13431221002227373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 23 13 10 8 -8 -9 11 -2 -7 21 15 -4 -16 19 -6 26 -10 -5 -12 -1 29 -18 28 -28 -3 -22
right_child=1 17 14 5 18 12 7 9 20 -11 22 -13 -14 -15 16 -17 25 -19 -20 -21 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00021221250668738826 0.00014151603860415094 -0.00011358249956660531 -9.0725978351256139e-05 6.833982257340514e-05 0.00016870294518759899 4.938823185382357e-05 -0.00019581147046096961 0.00020275745581486138 -0.00025857524400893072 -0.00039126663975307818 -1.6150607550540211e-05 -0.00025995886295705328 0.00023176044044050689 -7.6801520907233444e-05 -3.9089976111137175e-05 0.00044757666595581581 -0.00014980593878037216 6.1639937119983498e-05 -0.000161803307897332 -2.7624346941398806e-06 4.1310418025302988e-05 -1.4706912757350741e-05 -0.00025928114181610881 -5.550022304376665e-05 -0.00043015440415233158 0.00013350839085348972 -0.00023291692940829875 -0.00011506150571145107 0.00018598738820582901 -8.738402703829523e-05
leaf_count=1537 7739 10106 3910 22821 15968 16429 20011 3154 3037 398 10054 809 4348 20649 23148 1186 48791 3060 1040 5665 11843 45922 2438 11014 862 1420 30893 18303 1793 13583
internal_value=0 -0.0685615 -0.046443 -0.0197206 0.0972 0.0173334 -0.0809444 -0.117954 -0.146288 0.184313 0.00924245 0.132307 0.117043 -0.00738322 -0.124269 0.0809943 -0.140846 -0.171862 0.194547 -0.187586 -0.0798815 0.0177858 -0.0874298 -0.0282223 -0.0530941 -0.18495 -0.209244 -0.242122 -0.087207 -0.0391447
internal_count=361931 332372 262552 184097 29559 110169 73928 52888 49336 3552 21040 8548 20777 89392 78455 5096 73359 69820 17008 66760 29325 68743 12492 12551 26288 50211 61095 49196 11899 25426
shrinkage=0.000757875


Tree=971
num_leaves=31
num_cat=0
split_feature=1431 1150 1425 1371 1469 1452 1465 1449 1465 1457 1470 1450 1470 1462 1459 1458 1470 1454 1452 21 1458 1442 193 1458 1449 1449 1461 21 1451 1467
split_gain=60.4841 53.41 49.0135 46.393 42.3797 61.7146 149.586 60.9536 56.0964 49.6462 46.6985 49.3568 45.3597 53.269 44.8904 44.091 41.517 43.8002 44.308 41.3096 40.3136 51.0896 48.7418 41.7517 83.3673 73.8578 58.9336 51.3928 66.035 47.5008
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.4357416210103824 -0.38215083758088803 0.34647097549241135 -0.24758448501956196 0.62458680994010674 -0.40063595989598516 2.0036930653714298 0.86093751738940238 -0.070412655075119956 0.92007089127680419 0.029031219931980396 -0.13718307876099847 0.084403803362298288 1.0659332135323951 1.0692506903199488 -0.16682302883424749 -1.8362818876253988 -0.71693843586677841 1.0000000180025095e-35 2.0602666079373111 0.24391125146464598 -0.66544449105861625 -0.24052749074957577 2.0281427056297527 2.3240884354044633 -0.08096775928166193 -0.31819417591303473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 16 7 9 -9 12 15 -12 13 -7 -15 -8 17 19 -19 -6 21 -21 -23 29 -25 27 -27 28 -26 -22
right_child=1 2 -4 -5 5 6 10 8 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 20 23 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00014169659940231619 -6.8449450625732185e-05 -0.00053822649315667266 2.5332029153688897e-05 -0.00098366914110804273 0.002196249126824425 -0.0017522456519524477 -0.00020448727039767774 -0.00019398442684585165 0.0042681547772296987 0.0030929989094285256 -0.0038265067536678793 0.0049833337350347843 0.00056810230399519134 -0.0012713999979095522 0.0010786641156658395 0.00079948016162602147 -0.00049085405845523077 -0.001045116642020547 0.00025969456599630363 -0.0001943754184961162 0.00012291989560163951 0.00062635427607326513 0.0032474437279769244 -0.00062194872018863094 0.0020081069938487663 0.00010324884680151071 0.0027285377457161829 -0.0016184594967404431 -9.6560520113604499e-05 -0.00030480875035084661
leaf_count=97270 89303 38119 12136 3092 426 8257 6407 1747 125 106 39 147 739 1153 643 3153 7956 3466 1969 5128 27721 8790 369 3858 2901 9360 396 237 992 25926
internal_value=0 -0.0533805 -0.120956 0.00810675 0.0113495 -0.017283 -0.128265 -0.313256 0.0601254 -0.389992 0.0668392 1.07798 -0.410676 -0.45499 -0.10672 0.0439433 0.00590763 0.0190011 -0.172348 0.0314871 0.0278357 0.137007 0.22838 0.00625953 0.0974368 0.174128 0.0690273 0.412804 0.474833 -0.0257845
internal_count=361931 139558 50255 222373 219281 122011 22516 12770 1872 10898 9746 186 10792 10053 1796 9560 99495 91539 5435 86104 85678 14287 9159 71391 17744 13886 9756 4130 3893 53647
shrinkage=0.0031882


Tree=972
num_leaves=31
num_cat=0
split_feature=785 728 125 395 727 703 1148 617 804 388 647 590 126 771 727 1458 1431 725 519 513 1323 1469 275 971 588 141 1465 620 332 464
split_gain=167.803 141.635 92.4214 139.244 73.9106 72.0709 62.7625 56.1598 55.9932 52.7835 51.1065 119.441 49.7031 53.633 46.1311 46.1408 44.4103 42.1951 73.1276 48.0372 42.1611 42.0552 44.3572 41.6734 41.6606 40.6045 40.3303 39.5888 39.2735 50.6055
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 0.85514867284464147 1.6614250791469047 1.3537602816678871 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.4820751525130569 1.0000000180025095e-35 -0.54909029163641709 1.0099929608726099 1.0000000180025095e-35 2.1420547332082829 1.0454229551509682 -0.77783235518120974 -1.3263328046252252 0.4022431516292117 -0.8891902375834092 0.71188872395471614 0.095465115248672336 -0.51923091368911811 1.5209264779549863 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 -4 12 14 -8 10 11 -3 13 16 -2 -16 17 19 -19 27 -14 22 -12 -6 -20 -5 -25 -7 29 -23
right_child=1 9 5 25 23 6 8 -9 -10 -11 21 -13 20 -15 15 -17 -18 18 24 -21 -22 28 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-1.6015409872921717e-05 -2.5630810516099519e-05 -8.9066651340813062e-05 -0.00016367813855664177 -6.088502861327778e-05 -9.554514448323635e-05 0.00014914913907814497 4.7424327186591322e-05 -0.00032762420102517566 0.00028037323938679142 -0.00020150164210572453 0.00079618305626275097 0.00045961600356787699 -9.4198537872397211e-05 -0.00036017235734892581 -0.0002737939208521784 -0.00011707044080906869 -0.00013916378686124867 -7.1125663825090269e-05 4.9562540435973497e-05 -0.00014040635207509248 4.5565163712352168e-05 -0.0002500012980546907 -0.00038137156311761897 4.840350224748811e-05 0.00037429233113715668 2.4926459852381815e-05 0.00021561346465356573 -0.00012121002219265564 -7.1645610603196297e-05 -0.00010180215104614366
leaf_count=12551 9762 3918 7397 29121 1561 8348 19566 8279 2401 20295 220 1190 6294 1280 9362 21580 9889 32664 3578 2170 33330 15974 102 5040 1033 24839 10407 1544 38673 19563
internal_value=0 -0.0686468 -0.0414929 -0.095501 0.0957585 -0.00654137 0.00457298 -0.201855 0.102142 -0.148028 -0.123519 0.0896837 -0.0181704 -0.0579759 -0.171676 -0.222183 -0.0487013 -0.0246521 -0.0597596 0.0836423 0.0362682 -0.140559 0.587093 0.187317 0.170573 -0.0274399 0.221243 0.147609 -0.144996 -0.210033
internal_count=361931 332372 232437 102943 29559 129494 122097 48983 21967 99935 79640 5108 100130 60506 40704 30942 59226 49337 37275 12062 39624 74532 322 17008 4611 53960 15447 9892 74210 35537
shrinkage=0.000728446


Tree=973
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1464 280 441 495 556 1459 1459 1462 853 838 1458 1464 1449 1216 1465 1465 1227 1286 363 789 73 271 901 1133 1319 1052 145
split_gain=60.8883 122.596 93.4751 49.6691 56.0793 47.6141 46.5845 45.0007 44.0141 44.5782 44.9338 43.5003 43.3632 39.476 53.2479 41.7423 38.66 37.6853 36.6179 36.0844 36.5646 35.7087 38.7679 35.4799 35.2623 34.1729 36.1649 35.4199 35.1069 37.5329
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 0.74657910936426475 1.3759530125180122 1.0000000180025095e-35 -0.87365293621838236 0.77472225783303406 -0.069973186848726762 -0.088205869773288079 1.4813153935732892 1.0000000180025095e-35 -0.78378992664579661 0.14920255515092884 3.1922815360835552 -0.28903415273037497 2.3855481443271001 -0.3305211875334309 0.56487967955244278 0.45217487547399066 0.78161905918100072 1.0814918599229595 1.1248358748350926 1.2950363224501951 1.8295593016215455 -1.0110932026526658 1.0000000180025095e-35 -0.91474427914878464 0.19898167105218303 0.34179812545369709
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 4 5 7 -3 18 9 10 13 19 -8 17 -15 -16 24 -5 21 20 -4 22 -2 -9 -14 -1 27 -27 29 -28
right_child=3 6 11 8 -6 -7 12 23 -10 -11 -12 -13 16 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0019609946494085003 5.966193705221397e-05 -0.00041192537230017512 -0.0011564701907590346 -0.00070262610827429494 -0.00044960479208277452 0.00020648487122226376 0.00039587832443677866 -0.00028308455208680999 4.2755047666002262e-05 0.00376620128058704 0.001473878450635779 -0.00029125810790277073 5.5461696858412896e-05 0.0011325558627749098 0.0012671178819561848 -0.0024838735892261459 -0.0011620613560314639 0.00038936026834609925 0.00036059257165723871 -0.00041365271714953358 -0.00034902346053118259 -0.00052751005723246694 -0.00048637945845567544 -0.001321408750826637 -0.00072829381466730288 -0.0011324476247591907 0.00084923276999717789 0.0011258416326902618 -0.0021687978529862976 -0.002472849873542991
leaf_count=576 56677 15017 21062 2480 15881 49340 15810 16381 15370 184 1911 29427 52525 4054 212 433 2033 4658 11873 14673 5375 8148 7774 2449 4033 379 683 1813 482 218
internal_value=0 -0.0485865 -0.129982 0.0112394 -0.0038734 0.0082826 0.00300174 -0.0191102 0.0918619 0.178754 0.163873 -0.158574 0.0231052 0.112331 0.26185 -0.328039 -0.00531195 0.00909266 0.00145207 -0.219741 -0.291117 -0.0175941 -0.00109365 -0.123116 0.00383143 0.158669 0.0833286 0.237256 -0.185862 0.0439805
internal_count=361931 164106 74688 197825 168523 152642 89418 103302 29302 13932 13748 70537 74401 11837 4699 645 58591 7138 84472 41110 26437 72599 64451 18830 56558 4151 3575 2192 1383 901
shrinkage=0.00325197


Tree=974
num_leaves=31
num_cat=0
split_feature=50 56 1470 188 62 62 1034 1454 1464 1150 1043 1357 1425 1454 1470 1465 1458 1226 1454 766 1450 264 1470 647 738 864 519 1071 727 1457
split_gain=59.1399 94.3943 51.9975 49.0893 48.6578 47.6085 43.6088 41.7642 47.3381 37.7308 37.2047 36.9773 35.9312 35.9126 35.5738 35.491 41.3061 35.2914 35.0187 34.5996 37.1478 40.3757 39.2307 36.7575 34.0909 34.1808 40.2032 37.2592 35.1071 33.7402
threshold=0.55630078546380823 1.0000000180025095e-35 -1.3782462404802098 1.0000000180025095e-35 -0.67845511463764618 -0.97978507835213413 0.71742563768805134 0.46457600248903658 1.3915335900613592 1.0000000180025095e-35 -1.3660566162460162 1.3962008022525787 2.0058653102086748 -0.98478334500156417 2.1658139678380679 1.4537820900595428 2.0863113560201221 2.7860623538189473 1.3763541472649148 1.0970844756524005 -0.34557539116087493 0.38646845251715672 0.34450605210609392 -0.39658881029650567 3.5871651185081377 0.72275257928592751 2.1420547332082829 0.69084194168817237 1.0000000180025095e-35 0.7343439707691487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 9 12 7 10 15 -4 -6 -5 -1 -2 -7 16 -9 19 -18 20 -12 -22 -23 -21 25 26 -15 28 -28 -10
right_child=13 2 4 11 6 14 -8 8 29 -11 17 -13 -14 24 -16 -17 18 -19 -20 23 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00089566862724020863 -0.00094177312956364022 -0.0018684964936247013 -1.9276437541047139e-05 -3.6600895623848741e-05 -0.00047419114212040995 -0.00025515541407256103 -0.00018684432109049805 -0.00045154868600874153 0.00086288513777148419 -0.00038379540681252494 0.00014485385581435365 -0.00064758289876983715 0.0014601999822287386 0.00013548777056562148 -0.0012744328876724954 0.0004700907797186823 0.001829676172911931 -0.00090640529191959472 -0.0002011101525163644 0.00029432064414043938 0.00026516267339148509 0.00095217389760537832 0.00023434421333641938 -0.00052433299666139639 -0.0014024561820899051 -0.00013423255942890381 0.00029589470046998014 -0.00033160465756195762 0.0014156252401703524 -0.00042990870502568877
leaf_count=16264 1290 473 29934 44306 3699 55720 17385 12314 2272 20509 26904 5114 358 63456 1896 1897 442 957 578 3648 17554 6805 3564 4323 552 14551 1520 865 1929 852
internal_value=0 -0.03048 0.00335764 -0.0847016 0.00573636 -0.132298 0.0306381 0.0501449 -0.0386398 -0.0561571 0.0751443 -0.0325329 -0.299709 0.0355033 -0.10479 -0.089205 -0.129294 0.0853043 0.255243 0.0912832 0.109426 0.163245 0.261047 -0.0458308 0.0406023 0.0439688 0.0642056 0.251691 0.345603 0.187811
internal_count=361931 277768 154110 123658 153637 74238 103194 85809 18355 50443 67454 49420 16622 84163 57616 15231 13334 63755 1020 62798 54827 27923 10369 7971 82873 82321 67770 4314 3449 3124
shrinkage=0.0027211


Tree=975
num_leaves=31
num_cat=0
split_feature=785 728 1100 727 784 677 602 784 921 878 703 519 712 471 606 21 1466 832 1469 376 1452 971 146 706 1429 859 332 824 852 1465
split_gain=198.339 135.293 86.3244 83.5955 77.3263 84.4719 105.586 67.4432 61.5229 59.0176 52.7454 53.9449 53.9328 52.0045 47.7693 47.3725 46.0981 45.9698 48.1822 44.5996 43.3883 43.0108 42.7975 42.5812 42.383 41.7104 41.4044 39.5743 39.3411 38.9156
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -1.4568199934402009 2.1420547332082829 -0.63779424894106762 1.0000000180025095e-35 2.1543936751333881 -3.9164670491403295 0.57156622312866312 -0.31774903318306902 -1.3263328046252252 1.2189113891555967 0.91361512331551464 -0.8891902375834092 2.7503861831498626 0.62672487627420737 1.0000000180025095e-35 -0.98545034728205338 1.0000000180025095e-35 1.0465233716127256 -0.22706799479215015 -0.51923091368911811
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 23 5 6 24 10 -6 -9 -7 -12 -13 15 26 -3 -8 18 -17 -14 -18 -5 -19 -1 -2 -10 -15 -24 -25 -23
right_child=1 13 -4 21 8 7 16 9 25 -11 11 12 19 14 -16 17 20 22 -20 -21 -22 29 27 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012430817879368659 -0.0001234500614232175 0.00062187211064200249 -0.00013328519177297767 -9.2347492327093917e-05 1.0813241984921643e-05 -0.00016732144690897535 -6.0454111675852784e-05 1.2611194323964551e-05 0.00046619332248213946 -0.00011631442932499501 2.1361857946084782e-05 -0.00013951917305080129 0.00017229233314698225 -0.00014613388893727636 0.00029039883782641462 0.00085438804533939617 1.5728528518014946e-05 -0.00021309173919010666 -0.00010635804360279401 0.00054012614779428282 0.00032251358709181041 7.0478209228204706e-05 -2.9183867308926404e-05 -8.6408248788808745e-05 -0.00027211402963227434 0.00012491821000677129 -1.5437280872160712e-05 0.0013070208160084705 0.00015786244503446489 0.00024812801985653376
leaf_count=5567 20984 187 31093 1561 30856 3813 32649 16662 1087 21606 41710 1165 4421 17661 1066 126 5233 35251 29137 949 1461 5040 199 2683 12699 6049 16202 106 4301 10407
internal_value=0 -0.0690871 -0.0425232 0.109714 -0.0285569 -0.0495249 -0.110121 -0.00991529 0.0552604 -0.0758842 0.038122 0.0552319 0.221539 -0.146772 -0.0755245 -0.190465 -0.0419824 -0.195137 -0.127007 0.302673 0.111981 0.206931 -0.260606 -0.0157733 -0.221508 0.223454 -0.0924735 0.583608 0.0845594 0.241307
internal_count=361931 332372 232437 29559 201344 163352 73026 90326 37992 38268 52058 48245 6535 99935 34929 65006 39343 64819 29263 5370 6694 17008 35556 12551 33683 7136 33863 305 6984 15447
shrinkage=0.000788493


Tree=976
num_leaves=31
num_cat=0
split_feature=60 697 1450 1458 21 1450 1458 21 1459 1463 112 1030 1451 1465 1457 1457 1462 21 1457 1459 1451 1451 1464 1454 1468 1463 1464 1450 1464 1463
split_gain=58.6354 59.681 53.3132 58.3702 63.1721 82.4512 68.3032 113.01 60.2068 59.6611 49.1432 47.3361 47.2877 64.8522 53.674 74.1734 64.758 60.7611 60.4079 53.632 97.4611 81.3402 100.443 87.5728 57.1901 52.9921 52.3535 63.1851 71.112 52.8412
threshold=1.0000000180025095e-35 1.5860295084849245 -0.33386868244407664 0.70333210766501042 -1.0798509198017876 -0.43080633702116927 0.73392005358173151 0.62211875780133752 2.3058834128679897 1.9039566439795295 2.2718117149406565 2.7042904249467168 -0.23775761948138005 -0.63899185147665427 -0.40593421939817159 0.38024431803984493 0.29780262075440644 0.62211875780133752 -0.45561815292687652 0.36540633574074943 -0.3696754656029177 -0.38148994849378032 0.2291445000830519 -0.63228822985738853 1.0056208477415762 0.75882227130447155 1.0610189664650174 -0.50472565934813518 1.0492743780141727 -0.14125974044737319
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 7 -6 12 -10 11 -4 19 -14 16 -16 17 -15 -18 20 21 22 -1 -23 26 -22 27 28 29 -24
right_child=-2 -3 10 4 6 -7 -8 -9 9 -11 -12 -13 13 14 15 -17 18 -19 -20 -21 25 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028580373132789814 -0.00026593347328641097 -0.00035909654176334652 0.00013471432703419085 0.000478631582007854 -0.0016286242630921268 0.0027693321750565168 -1.8217595444710454e-05 0.0041553223625574011 0.0019182873166607309 -0.0019251672348056751 -0.00054002343642337361 -0.00040110990568516361 -0.00038307321570508058 -8.6956967875907566e-05 0.00057680952566990047 -0.00019931725599749115 0.00057845077707510597 -0.0010527806932152934 -0.0018407668271149468 -0.00071683629643874995 -0.00098546262732724125 0.003299356091813639 0.00094739128566032429 -0.00066684211135322065 -0.0010096220899844463 0.00062042188802074408 -0.00014454461633573351 0.0022207335170868802 0.0061333560947792898 -0.00054565520691129477
leaf_count=31178 48256 21365 143834 2621 225 650 13560 293 819 189 6401 8757 15066 7875 14658 7510 5330 4140 476 9435 8258 509 3225 392 987 964 2346 1155 72 1385
internal_value=0 -0.00276323 0.00500273 -0.0284824 0.0878971 0.356808 0.0244157 0.763933 -0.0476355 0.454812 0.0323181 0.039181 -0.0529646 -0.00535074 0.0410007 0.113452 -0.0523547 -0.149961 0.138979 -0.097601 -0.0675881 -0.0212133 -0.0370024 0.627587 0.165614 -0.285888 0.2245 0.338184 0.218506 0.179375
internal_count=361931 313675 292310 133318 17349 3271 14078 518 115969 1008 158992 152591 114961 55055 39989 22168 17821 12015 5806 59906 50471 41249 40348 901 9170 9222 8183 5837 4682 4610
shrinkage=0.00283103


Tree=977
num_leaves=31
num_cat=0
split_feature=728 659 693 797 854 705 1020 1452 706 417 648 73 1469 718 692 974 1188 1117 708 207 1463 1221 623 115 1460 637 641 588 905 1316
split_gain=57.5174 59.2134 56.33 57.8569 92.6439 55.3243 46.3895 46.3623 45.7264 43.3233 41.5732 40.2456 38.2651 37.036 36.3988 35.0504 35.9727 37.9392 34.6213 34.6213 35.6354 34.8282 34.0708 33.3257 33.1557 33.1268 32.6657 32.6084 32.5755 32.1777
threshold=1.0000000180025095e-35 0.62821384419828064 -0.31170898610154357 0.63961785378869596 -0.87473648844905705 1.215584911221339 1.0000000180025095e-35 0.90005214643023135 2.0258146145105322 -1.174887736109484 1.0000000180025095e-35 -0.1338629206770732 0.47154702428836687 1.0159173274103563 -0.056413826737601959 0.66264601578696347 -1.0109673526320224 -1.6505790610122235 0.73921663161214024 -0.068110213691450164 -0.043407658172389896 1.0000000180025095e-35 -0.50980327827207039 1.3947035982071894 1.0012333990267608 -1.5297454859992039 3.9256961922190565 2.250834115212506 -1.1650258021484527 2.9861019367535362
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 10 -2 9 18 29 19 25 23 27 -12 16 17 -10 22 21 -21 -4 -8 -9 -16 -11 -24 -6 -19 -1
right_child=6 -3 3 4 13 -7 8 12 15 11 14 -13 -14 -15 24 -17 -18 28 -20 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00063479993792872483 -0.00038269249664915926 -0.00022352969332340363 3.8656345389338824e-05 0.0011194362013540753 -0.00054679479834130091 0.00061071662011201867 -0.00037822444094070564 0.0005591772217780226 -0.0036559679900271804 -0.00092732191289479984 -1.6854719844617323e-05 -0.00029916934287747631 -0.0011267248708737058 0.00050543666444918768 0.00040812803872999827 -0.0008059045171361067 0.00037287403819967062 0.0036483689941984743 -0.00065951032167122523 3.2291840243218393e-05 0.00047199189542108071 -0.00043881563128545333 3.9558479716760703e-05 -0.00076995127866001103 0.0012268304221752773 0.00011051251030454335 0.0059462376710831925 0.00060413434580815098 0.0012716188636315393 0.0019867627726981594
leaf_count=12682 47529 41024 24780 1869 14971 12393 14787 8779 74 1684 8050 25656 960 1929 17931 777 2914 346 6578 20681 13088 10140 35216 1101 2258 31617 36 981 833 267
internal_value=0 0.00445937 0.019237 0.0466659 -0.0619574 0.0660332 -0.0610388 -0.0280081 -0.0208802 -0.0497572 0.0482461 -0.026848 0.105501 -0.114061 0.11679 0.190292 0.272664 0.572589 -0.0403757 0.0187916 0.0676744 -0.0303832 -0.0209017 0.141656 0.164882 0.0214538 0.0154209 -0.149849 0.653371 -0.187491
internal_count=361931 252841 211817 129071 19750 109321 109090 82746 61561 71906 96928 58957 10840 17881 28239 4944 4167 1253 56617 68689 33769 34920 50039 9880 20189 33301 35252 15952 1179 12949
shrinkage=0.0030644


Tree=978
num_leaves=31
num_cat=0
split_feature=785 181 815 1154 1023 872 727 666 529 1246 1450 980 497 728 263 846 1459 1470 723 1166 21 1443 87 927 784 11 340 1309 705 1304
split_gain=160.487 130.579 103.35 177.557 89.6039 83.5611 78.4982 60.3502 57.5909 57.4622 56.0774 52.0296 53.5236 50.0084 48.913 45.9225 45.5995 44.5976 46.0791 43.9052 43.2012 42.8522 40.5048 40.3789 39.8673 39.3296 38.4532 37.0023 36.3495 44.4899
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.36003600613833892 0.85297537480346686 1.0000000180025095e-35 0.45873907618427312 1.0000000180025095e-35 -0.30745471054411894 0.72848113776068646 0.96001919005954639 1.461728259125324 1.0000000180025095e-35 1.6445160113075163 -0.53268848306471728 0.53912233727729608 -0.38480555917186082 -1.0570063487222232 -0.341477419411298 1.0000000180025095e-35 1.593744732512876 0.56076668980743449 1.0483613175537825 0.9594655836162902 -0.44316589960835878 0.54703477416996305 1.0000000180025095e-35 -0.50184913950292065 -0.64587093632554571
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 9 8 23 -7 10 15 17 12 21 24 16 -4 22 -2 19 -19 26 -6 -3 25 28 -1 -8 -12 -5 -30
right_child=1 14 4 13 11 7 20 -9 -10 -11 27 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00018895053759274247 -8.9303739135095843e-05 -0.00014088985702327423 7.3145749124377743e-05 6.5736622368061664e-05 6.8491509621536952e-05 -0.000135992423184704 0.00010166642535062564 0.00012150824770169084 -0.00031252940268512253 -7.7875567240686546e-05 -9.9801150870189621e-05 -5.7546661035561224e-05 0.00022073790594374638 -9.8670763002242878e-05 7.345729760740893e-05 -3.3880722900653198e-05 -4.127506068927438e-05 -0.0004831973148608184 -0.00030196811838060085 0.00014950654257246372 0.00021264041869606813 -0.00016460018628022469 -0.00027665733614447416 0.00022628746817074163 9.9403934682128865e-05 1.0644563040706679e-05 -0.00021283454518501396 0.00025356764526898186 -0.00016012136928770241 -8.5366480479039146e-06
leaf_count=3852 9261 43381 15929 9910 24440 7703 5708 4119 16833 51204 2791 8363 5011 20627 3060 31864 12108 659 14085 1358 10115 2475 11271 1345 8974 7354 1185 1330 8402 17214
internal_value=0 -0.0696949 -0.0491354 -0.100498 -0.0120728 -0.209264 0.0909817 -0.043171 -0.264892 -0.0488066 -0.203911 0.0652773 0.101951 -0.0287592 -0.16612 0.00294163 -0.182301 -0.251252 -0.334101 -0.00310186 0.185377 0.0657046 -0.214753 -0.0301673 0.00812403 -0.0717671 0.0605374 0.0474222 -0.0250142 -0.0671854
internal_count=361931 332372 262552 123266 139286 58139 29559 11822 46317 98997 29484 40289 31926 65127 69820 47793 66760 25363 16102 2017 17008 26915 54652 12551 44500 11206 6893 4121 35526 25616
shrinkage=0.000773033


Tree=979
num_leaves=31
num_cat=0
split_feature=785 125 1430 1160 1469 126 50 62 1092 712 602 878 497 578 1292 1367 609 555 60 1323 1043 629 728 1463 943 389 620 600 156 76
split_gain=166.908 132.891 150.969 160.845 101.665 78.6944 77.8848 89.1095 76.0128 72.8297 67.3196 64.5281 63.826 53.706 53.8244 70.9394 53.7057 49.937 48.106 46.421 44.8789 43.4645 42.5952 42.3604 42.0865 43.078 44.1294 41.6733 39.953 39.9017
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 1.0000000180025095e-35 0.55630078546380823 -0.67845511463764618 1.0127093791323547 -0.63779424894106762 0.66849908449309148 1.0000000180025095e-35 1.7001250133015622 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 2.9086430321303127 0.073968208844666192 1.0000000180025095e-35 -1.1856193027966613 -1.2670859249487274 1.7152085040206202 -0.49008176997875957 1.2337315408238476 1.4693784537238983 0.87707395870045979 -0.43590413231259101 1.0000000180025095e-35 0.3066483305190903 -0.0030473012156837132
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 12 7 27 18 -1 16 17 -3 -11 15 -15 19 -6 29 -7 -9 -8 -14 24 25 26 -22 -4 -16 -5
right_child=1 5 6 8 11 10 21 20 -10 13 -12 -13 22 14 28 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015463252415651139 3.749451179855602e-05 -5.9726904331204821e-05 -9.4855988540815068e-05 -2.5874014794545861e-05 -0.00032022064514662966 -0.00028349153380210736 3.2027547971759355e-05 -0.00018228586104262562 6.4183305859125968e-05 0.00025918963538512841 -9.63834262286979e-05 -0.00012085199160027315 -0.00013746435531881832 -0.00013354056845382099 0.00017623752985321522 9.3871487642881935e-05 -0.00019767676064519075 -0.00018005173715888726 -0.00021869558533830612 0.00012020894608495308 2.0358124536371122e-05 -0.00013066180734606282 0.00014141590415040492 0.0001064541205605079 -0.00019650490553039149 5.9988348923085407e-05 -8.3584670071491814e-05 -0.00022453796995311866 -4.2482271651571982e-05 -0.00012485446952051392
leaf_count=3225 3982 38925 25041 23253 24771 739 37066 5300 8335 3439 4334 13965 1375 5041 9214 6555 1096 15309 7565 20921 14399 3913 5690 5266 4060 11122 26442 10677 2085 18826
internal_value=0 -0.0697765 -0.0961654 -0.163719 -0.268739 0.00670437 -0.0505142 -0.0863067 -0.0861369 0.0939686 0.0900642 -0.306348 -0.0491854 0.127618 0.091971 -0.00658181 0.13367 -0.370585 -0.12379 0.156359 -0.0424396 0.0239745 0.125574 -0.0275543 -0.045766 -0.0305286 -0.0640989 -0.189257 0.192824 -0.0965613
internal_count=361931 332372 259292 116006 58027 73080 143286 102307 57979 29559 27090 54045 45990 26334 22895 11596 22756 40080 49644 21660 66589 40979 7065 61289 56023 51963 40841 35718 11299 42079
shrinkage=0.000700159


Tree=980
num_leaves=31
num_cat=0
split_feature=1371 1461 1461 1461 1462 1454 1450 1467 1452 1451 1466 1458 1452 1451 1468 1467 1453 1452 1460 1454 1452 1467 21 1465 1459 1459 1465 1465 1459 1457
split_gain=58.7589 54.1207 58.2648 160.802 78.0821 59.5854 59.5489 70.6658 79.0421 105.281 120.392 93.4871 69.5714 66.0642 65.7966 136.022 86.4706 114.454 85.134 72.9573 63.6053 79.9316 64.8428 62.6459 58.5481 55.6114 55.4919 55.3353 56.693 51.6558
threshold=1.0000000180025095e-35 3.9993613276323443 -0.3640729456269281 0.47977897591105673 -0.11741179351746577 0.50933602050530713 -0.49083279118224338 0.47769311669757991 -0.22703747551118403 -0.040427581734015477 0.10938426410252901 1.3397960657697938 3.3900475580725948 0.52786446122684672 0.90889364240410331 -0.1070229053531187 -0.05502611741267005 -0.29256690109767597 -0.25000383293513451 -0.91909735138557946 -0.38490958654951546 0.73627692742756079 -0.70163543588998201 -0.57092616571375676 0.96442828905131417 0.097572730827532081 0.10916358337760808 0.87082813740988774 1.0600172940573851 -0.54905437150794734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 24 7 8 14 -10 11 -11 20 -13 16 19 17 27 -19 -16 -9 22 -22 -17 -5 26 -18 28 29 -1
right_child=-2 -3 3 5 -6 -7 -8 12 9 10 -12 13 -14 -15 15 23 25 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00039535091741621032 -0.00021879795211571579 0.00055387190204694695 -0.00077650706785326008 3.4103550847991605e-05 -3.5639470523873548e-05 -0.00033618216602851204 8.4104367891939575e-05 -0.00010171114156975786 -0.00065109935339966189 -0.00074288376875046602 0.00064678789320489602 0.0044879329468442775 -0.0020093750414543646 0.00026993322815091329 0.0027294178387736842 -0.0033475413846191177 -0.00040592555111512745 0.0020148657534404613 -0.0002422550159535119 0.00065922868343757128 -0.00046532166182845146 0.00021222236899700759 0.0015643232791424631 -0.00032648539707786609 0.00072342950117269204 0.00015248236475589244 -0.0013088666976333757 0.00099268096516972877 -0.0012262812718459664 -0.00022065886952849528
leaf_count=5278 48317 3920 15607 36582 6028 10818 152017 8330 17261 5019 4220 115 324 263 509 288 7362 1276 717 3395 584 6739 2267 541 3312 3136 2785 1328 1114 12479
internal_value=0 -0.00301587 -0.00663384 -0.0638708 -0.241525 0.00185477 0.0100468 -0.0381117 -0.0730783 -0.169726 0.0164077 -0.2246 0.0833658 0.763649 -0.00976855 0.233236 -0.0444585 0.041998 0.546324 0.399375 0.10309 0.221968 0.525995 -0.60645 0.042285 -0.190892 -0.276382 -0.0108465 -0.0433259 -0.0110061
internal_count=361931 313614 309694 72347 21635 50712 237347 85330 67086 26878 9617 5397 18244 378 40208 4733 35475 22192 1993 3904 17920 9590 2851 829 39894 13283 10147 20199 18871 17757
shrinkage=0.00232243


Tree=981
num_leaves=31
num_cat=0
split_feature=785 728 1100 852 727 677 1016 784 589 726 1450 692 595 896 497 933 651 322 784 21 970 1398 971 706 852 1106 691 1465 705 1464
split_gain=172.441 124.282 83.8023 80.7189 77.1907 68.4048 81.4225 57.2523 55.2719 59.6165 58.2773 51.4862 51.2661 49.3594 53.297 57.8579 46.1549 44.1484 44.0131 41.7439 42.8393 42.6331 41.6069 40.6317 40.2412 39.5657 39.2198 38.821 38.6457 37.6509
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 -0.78482993737865692 1.0000000180025095e-35 0.88343564287383192 -1.0353775541481285 1.0000000180025095e-35 0.13351389361957308 1.6127128701036082 0.68806224955729689 1.1107569744011787 1.4725277493311824 -0.43785067584756471 -3.9164670491403295 -0.25012360103839287 -0.40977230773944029 -0.8891902375834092 0.62672487627420737 -0.22706799479215015 0.4542920563282194 2.2081536193277422 -0.51923091368911811 0.39755522621302569 1.5993600128483978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 23 6 8 11 -2 -10 -11 -5 17 14 29 28 26 19 -13 -3 -21 -22 -6 -1 -25 -20 -15 -24 -16 -7
right_child=1 12 -4 7 22 13 -8 -9 9 10 -12 18 -14 16 15 -17 -18 -19 25 20 21 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011829424508032392 -0.00027764510864047501 0.00066588343892144154 -0.00012389640110281112 -0.00019285464759697237 -9.2073710509494661e-05 -6.9596387567274656e-06 -2.4563807906005908e-05 0.00018775626220313233 6.4905870065706727e-05 -0.00018716650661598173 9.5292147108620121e-05 0.00013544166623638649 -0.00020420648917123354 -1.5567760665765722e-05 5.3319557396381122e-05 -0.00010677957247785103 -0.0001881991008526655 -0.00024422145846455753 -0.00010871959406471632 -3.5067315671247187e-05 -4.6693607902223306e-05 -0.00017835200539538163 6.3253046161105007e-05 -8.7154072138744982e-05 0.00015512736337702887 0.00010592115317736947 -0.00033297712514759658 0.00023756195850410349 0.00029866548558293984 0.00016225180542453086
leaf_count=5567 9784 174 31093 2816 1561 47407 42009 6812 5526 18887 2642 8319 20323 29996 2466 1746 5371 7036 5763 36363 14410 21629 5040 2683 4301 3430 1162 10407 3905 3303
internal_value=0 -0.0606678 -0.0351977 -0.0214366 0.106285 -0.0390823 -0.0911186 0.0828518 -0.182005 -0.129687 -0.190298 0.0264913 -0.135416 -0.00404178 0.0322779 0.179805 -0.0646617 -0.111415 0.0662336 -0.0959774 -0.0993309 -0.160596 0.199964 -0.014281 0.083717 -0.0321921 -0.0339282 0.23387 0.267099 0.00650852
internal_count=361931 332372 232437 201344 29559 174204 78848 27140 36839 27055 21529 20328 99935 95356 58827 8117 36529 79612 17512 72576 72402 36039 17008 12551 6984 9193 31158 15447 6371 50710
shrinkage=0.000773033


Tree=982
num_leaves=31
num_cat=0
split_feature=785 728 516 728 143 852 691 896 125 540 595 578 579 537 1107 933 497 333 1463 272 21 1112 1445 1059 815 132 119 1307 1469 852
split_gain=249.652 130.015 94.0385 92.8733 80.0706 66.6177 59.7358 56.6418 55.8197 54.2265 59.2667 50.0676 48.5449 46.959 46.8142 46.2323 58.2701 44.3802 43.5342 43.3139 42.8095 42.7382 42.0275 41.7904 41.4571 39.1995 39.0102 37.0014 36.0859 35.9437
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.72319605263816955 1.0747610123934368 0.32551924250032394 0.13351389361957308 1.0000000180025095e-35 0.35001124564692748 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 2.1533051290640106 -1.3538140519341206 0.68806224955729689 1.4974877722517597 2.9869920577443172 1.8172976979801614 1.6568181847307961 -1.8362818876253988 2.0392883953790566 1.6380901172106308 1.0885083440240186 0.67237773758774566 -0.64123316691334564 1.0000000180025095e-35 1.0000000180025095e-35 -0.52771222416689001 0.64081800999824112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 -4 7 12 8 22 10 18 -5 24 -11 -13 16 -10 23 21 25 -8 -3 26 27 29 -16 -6 -7 -9 -2
right_child=1 9 4 11 5 17 20 28 15 13 -12 14 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014793094171804976 -0.00012423915278259387 -0.00011933457415320098 -7.4952123552181476e-05 0.00028455799691712172 -9.4984536606551129e-05 0.00013558199629606723 0.00027545089182365524 9.7134236239230837e-06 4.8750697066654872e-05 -3.0378338277717056e-05 -0.00022154643215987869 -0.00019921892036969558 1.3657207021195435e-05 0.000456450802159288 6.5259154347729659e-05 -5.4288304312904221e-05 0.00020139644190386277 -0.00046411973052028151 7.2851270229389034e-05 -0.00010955910276717442 -0.00014110616309834042 8.1910781133767404e-05 -0.00024917143091132194 0.00028586917969196992 1.5546053395316224e-05 0.00019253590314979554 3.5916469053175389e-05 -3.9579681012794356e-05 -9.4467770914730709e-05 8.1744569920170788e-06
leaf_count=3396 29853 60692 30609 3407 10768 7337 652 11496 22961 14500 18186 1111 22755 446 10001 5804 6153 281 3449 1776 29009 2662 2801 2325 8453 9868 12337 3884 19066 5893
internal_value=0 -0.0674585 -0.041452 0.132536 -0.00690592 0.0195887 -0.097108 -0.00184821 0.0353041 -0.143668 -0.169772 0.171696 -0.0618347 -0.0192083 0.137251 0.0847704 0.118099 0.149809 -0.14048 0.157805 -0.187517 -0.155961 -0.0472643 0.165998 -0.106126 0.184569 -0.0206673 0.113848 -0.0762506 -0.143156
internal_count=361931 332372 232437 29559 135822 105213 96615 91386 60824 99935 84989 26163 66954 14946 22756 34918 29114 13827 66803 21645 29661 63354 25906 13546 44199 19869 23105 11221 30562 35746
shrinkage=0.000700159


Tree=983
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 602 784 712 921 878 471 703 519 268 606 133 1463 578 1145 727 332 1394 1466 1429 1452 730 934 783 838 1260
split_gain=180.412 119.158 91.6347 82.5948 90.8479 106.111 77.6099 70.0046 63.6747 60.5097 53.2163 51.6349 54.9627 53.0209 49.234 49.0464 45.644 44.5398 43.9855 43.0583 42.6229 42.2337 42.0568 41.8627 40.8748 40.2868 49.2911 47.0314 39.144 38.5187
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -1.4568199934402009 2.1420547332082829 1.0000000180025095e-35 2.1543936751333881 2.7171092817986957 1.8172976979801614 -0.87905496296652397 1.0000000180025095e-35 -1.5722412400100421 1.0000000180025095e-35 -0.87085998388827057 0.57156622312866312 1.0000000180025095e-35 0.91361512331551464 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 -0.9764295678346876 -0.066226329968234146
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 23 11 -1 25 -8 16 -6 29 -14 20 17 18 -9 28 -10 -12 -19 -7 -2 -24 27 -27 -5 -3 -13
right_child=1 10 -4 8 6 22 9 15 19 -11 14 12 13 -15 -16 -17 -18 21 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00014922798312301679 -0.00011463000281200511 2.7248899063248618e-05 -0.00012418035477532548 8.4174085391019516e-05 -0.000147857584310065 -5.4696827666361214e-05 1.1660634438787102e-05 0.00027594785464597581 -9.5212596175835745e-05 -0.00010898988736604089 -0.00012939508447386679 5.739131449288061e-05 0.00025917243024330339 -1.6187797940895199e-05 0.00028079781846455649 -0.00026032963938608483 5.4467726594303921e-05 -7.2804219312103854e-05 -0.00021347357358358693 0.0002185032284896562 -6.6551540982498683e-06 0.00011497967834842188 1.143382201375371e-05 -0.00025110763604332709 0.00028625389306858944 0.00020594540663204127 -3.6775812730581537e-05 -6.5445673827291674e-05 -0.0001338011736425886 -3.8658731573119542e-05
leaf_count=3225 20984 5281 31093 7155 3813 32649 16662 3358 1187 21606 17661 26999 4275 2260 1066 822 3488 3150 22860 5949 16202 19004 5233 12699 1461 4551 3316 15834 33377 14711
internal_value=0 -0.0650478 -0.0401496 -0.0257508 -0.0474216 -0.11024 -0.00631166 0.105523 0.0609209 -0.0770963 -0.138153 0.0452523 0.0621614 0.229885 -0.0659634 0.138451 -0.182477 0.154424 -0.199696 0.231927 -0.0832009 0.12134 -0.0419288 -0.221869 0.105001 0.018588 0.146027 -0.0262497 -0.150913 0.0337089
internal_count=361931 332372 232437 201344 163352 73026 90326 29559 37992 38268 99935 52058 48245 6535 34929 26334 65006 25512 61518 7136 33863 22154 39343 33683 6694 30856 7867 22989 38658 41710
shrinkage=0.000728446


Tree=984
num_leaves=31
num_cat=0
split_feature=785 181 869 728 728 513 1442 588 705 578 667 734 804 1450 678 133 263 927 712 854 953 1154 791 900 971 619 896 681 503 821
split_gain=230.795 136.556 107.152 87.7411 86.6387 90.4528 74.3582 70.0801 69.8041 59.8009 56.4008 49.8447 56.8683 53.659 50.4839 47.7517 47.1726 46.0414 51.0934 46.4426 44.7758 60.1169 42.8896 45.6337 42.63 41.7586 41.538 41.4952 41.3046 40.7309
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.49008176997875957 1.0454229551509682 -1.2625182715263061 2.250834115212506 0.99715813669032338 -0.87905496296652397 1.0000000180025095e-35 0.85494804639094091 0.45538871002063286 0.88343564287383192 1.6243751288565669 2.7171092817986957 1.6445160113075163 1.0483613175537825 1.0000000180025095e-35 0.6247898780741229 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1273853924476502 -0.87707289916611197 0.83082504555296788 -1.1308725805994078 1.0000000180025095e-35 -0.92115969566800648 -1.3373200915743719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 29 10 28 -7 11 -5 -6 13 -13 20 -14 17 25 18 19 26 21 -8 23 -10 -20 27 -11 -3 -2 -4
right_child=1 16 4 9 5 7 8 -9 22 15 -12 12 14 -15 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015999550292729103 5.3241070232134975e-05 -0.00013807147264147714 -8.6903710182889999e-05 0.00030560722878965508 -0.00010276904670101619 -1.5844861611825994e-05 -0.0001763564534523843 0.00046921164698208897 9.6555036678083489e-06 -0.00025455316525999848 -0.00021289030277160811 -9.6706504788664382e-06 0.00018840898630158485 5.8213220627448256e-05 -0.00039274404209057429 -0.00029526947077124249 6.18954162339282e-05 0.00028958414443802611 -0.00013790053527219722 -0.00030825244056126777 -1.8935578629919872e-05 -3.904543671328825e-05 0.00017063841928660798 0.00034875315802145149 0.00016390770642617423 -6.3014883086823681e-06 8.3928849207039243e-05 -0.00028781984371648755 -0.00011157032116232783 7.5428652982310919e-05
leaf_count=3396 4931 51893 7544 3407 35970 7876 18157 689 15392 991 25823 14073 6511 12497 350 737 3060 2755 1199 1174 43794 19618 7218 922 11335 5665 4565 9202 31534 9653
internal_value=0 -0.074182 -0.0531549 0.117821 -0.120444 -0.158721 -0.0238628 0.0389192 -0.00308018 0.155897 -0.194219 -0.0254345 0.0650522 -0.0471214 0.213391 0.118178 -0.172615 0.135302 0.100735 -0.0377948 -0.0679939 -0.127954 0.0975022 0.0400122 0.180764 -0.188487 0.0351911 -0.209702 -0.118328 0.0168353
internal_count=361931 332372 262552 29559 87555 70358 174997 8565 138532 26163 61793 115000 20934 94066 6861 22756 69820 22019 19264 6730 81569 37775 23532 16314 12534 66760 5556 61095 36465 17197
shrinkage=0.000743015


Tree=985
num_leaves=31
num_cat=0
split_feature=785 470 602 471 784 727 713 789 192 21 1309 288 1367 393 21 516 917 885 957 263 340 899 927 50 1469 283 451 51 729 11
split_gain=177.644 123.712 123.818 93.2438 81.5257 79.8821 67.0021 64.7665 58.7578 54.6763 53.8975 49.6415 48.1802 47.0059 46.2637 43.13 42.9199 41.3157 41.0177 40.3313 39.3808 39.1672 39.1319 38.4738 38.3361 39.1855 37.9798 37.8077 38.763 37.4774
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 -2.9709283393608152 1.0000000180025095e-35 -0.81963839814873374 0.61047007421192445 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.82489287760873742 4.8263866747680533 1.0000000180025095e-35 0.66115833724634121 0.54703477416996305 0.59526813135096279 1.0483613175537825 2.4096561148868774 -1.3184646215665221 3.2009538167291431 1.0000000180025095e-35 1.8613588887694643 0.75637635299260908 -0.44316589960835878
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 7 6 22 -2 10 -5 -4 18 -8 17 15 20 -11 -10 -13 23 -18 -7 26 29 27 -9 -26 -6 28 -3 -1
right_child=1 3 9 8 21 14 11 24 16 13 -12 12 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00029085097099759065 -0.00015729235037875529 -0.00012196796917771218 0.00065964276952944223 -0.00011459141807990213 -0.00036725279372541535 1.5435127178709582e-06 -0.00050796639598940988 0.0001479265207749611 0.00022999966305744279 -0.00019692197190982789 -8.5982843991811543e-05 -0.00035389898858793309 -0.00016146686824550371 -0.00023625862444687579 0.00012143707540879977 -0.0001050476089409108 -9.7191161085135694e-05 0.00027830678934312025 -0.0002691793325410254 9.174992604810302e-05 -0.00032397797425137747 -1.0215678864088131e-05 0.00012726796095248604 9.9677037651496776e-05 -0.0002644952530628477 0.0007938104884497605 -0.00012105220757762233 -0.00034608497553055356 -0.00021296915008059975 -9.2736357439336296e-05
leaf_count=3852 9185 38787 195 34644 4190 5708 8871 555 1748 26375 27844 34899 5634 22146 10115 34370 7466 272 12305 4138 1185 4184 1345 1446 21633 100 5568 3509 22308 7354
internal_value=0 -0.210313 -0.260347 -0.174359 -0.343163 -0.0398828 -0.389482 -0.206054 -0.100838 -0.208352 -0.184357 -0.43056 -0.397645 -0.211314 0.0582742 -0.181099 0.00872391 -0.438487 -0.215154 -0.0348456 -0.071997 -0.184457 -0.161116 -0.195453 -0.312811 -0.329031 -0.275608 -0.203831 -0.192265 -0.201514
internal_count=361931 332372 155889 176483 72803 29559 58861 128487 47996 83086 106199 49676 40805 82891 17008 60745 13352 35171 78355 11604 6893 13942 12551 66050 22288 21733 9758 64604 61095 11206
shrinkage=0.000788493


Tree=986
num_leaves=31
num_cat=0
split_feature=785 561 1076 1004 1061 346 727 608 395 263 1110 623 764 21 1465 1452 852 915 1458 1449 691 906 726 487 1037 983 592 11 459 361
split_gain=67.8685 62.9465 52.7841 73.3605 63.0109 50.6671 49.2273 46.8915 48.9252 51.0146 41.9779 40.7597 41.2686 39.8283 38.4068 41.3768 36.6313 36.4969 35.4006 35.8184 35.0623 35.0592 33.1704 37.2866 33.4665 43.3916 33.1322 34.081 33.0182 33.0061
threshold=-0.86283290253235112 0.31596849172080727 -0.58297395077464731 0.59444477453878863 -0.87357009987099121 0.30116577312126797 1.0000000180025095e-35 0.66665475971017707 1.0000000180025095e-35 1.0000000180025095e-35 0.16061826788292341 -0.032238024922807411 3.2730992757113588 -3.9164670491403295 -0.51322729858334903 -0.76841635434299438 -0.22706799479215015 -0.2083030308462723 -0.20054163340307427 -0.046399403249050987 1.4907525288507815 -0.88334857531044364 1.0000000180025095e-35 3.8907472001618086 1.6573896954728535 3.2214495894421948 -0.59494694347224619 -0.40379119832724492 2.2610494119180844 2.9376637778767485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 16 -5 10 26 8 9 28 11 12 -4 -7 15 -8 22 -15 19 -17 -12 -10 24 -24 -2 -26 -1 -28 -3 -9
right_child=1 7 5 4 -6 13 14 29 21 -11 20 -13 -14 17 -16 18 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00064015342324746319 0.00094224842634407194 -0.00099180193811287563 -9.1591711343855521e-05 0.0015072966641961887 0.00024101578517419424 0.0022272126750173269 0.0011641446030941536 3.0234920327529516e-05 0.00025326703341592573 -0.00028913026351472904 -0.00013846528498604425 0.00024371744562378289 0.001788342992832355 -0.00013741161207166987 0.00074770362145980219 -0.0015471368296323647 0.00023223343761925904 -0.00057231441820584884 0.00041770317590827168 0.00023804133657603392 -0.00088700016205037712 -0.0002936093295903496 -0.00049881772270354645 0.0046790542139215283 -0.0010700420962869613 0.010989154634586688 -0.00079375436603249352 4.8807134386311997e-05 0.00084357772912195994 0.003345686498978085
leaf_count=2447 1920 23861 50897 3378 4507 279 1294 18277 8070 16878 42591 39916 582 26296 11401 1494 21075 21807 1893 926 4055 35441 10924 68 788 20 3612 6492 592 150
internal_value=0 -0.0288185 -0.00902159 0.0602554 0.243783 -0.0257575 0.0774881 -0.0788626 -0.105863 -0.177034 -0.00500944 0.0223281 -0.0203633 -0.092355 0.154045 0.00883885 0.0151312 -0.0983416 -0.0901898 -0.263137 -0.0599324 -0.0570058 -0.0787433 -0.138607 0.132489 -0.248672 -0.0194634 -0.0727543 -0.276151 0.0175686
internal_count=361931 332372 229103 42680 7885 186423 29559 103269 84842 41331 138041 91395 51479 48382 17008 5607 34795 48103 4313 2420 46646 43511 13720 10992 2728 808 12551 10104 24453 18427
shrinkage=0.00331701


Tree=987
num_leaves=31
num_cat=0
split_feature=1235 407 1181 526 852 284 768 896 909 928 730 551 1451 1361 1436 850 797 727 792 566 785 1467 543 462 606 912 797 1323 843 909
split_gain=62.2442 78.609 69.6683 67.4474 63.2057 53.211 50.8116 50.6978 63.8436 56.0318 51.6348 47.4409 43.0189 42.4281 49.9043 42.3121 99.1973 53.4131 45.9608 45.4008 43.144 40.928 39.1056 39.6652 38.4668 36.797 35.7174 35.505 35.4306 54.3865
threshold=-1.24934742919911 -1.2965003005540392 -0.27395507392628121 2.3757057381457001 1.0747610123934368 2.3447682495800666 -0.57502516775969781 -0.28794826445342053 1.0177766212561699 -0.52992354128753727 1.9507919901144859 1.0000000180025095e-35 0.54872951183746299 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.63961785378869596 -1.1275738623161491 1.0000000180025095e-35 1.58549121849924 -0.86283290253235112 3.8567296589757825 3.5790413131208703 3.5900732819318715 1.2983214193172208 1.2243573862344648 0.63961785378869596 3.0082871096711936 0.33570033497552215 2.2320253790698321
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 7 12 -1 9 22 13 -10 -6 -2 14 -3 16 18 27 -11 20 -19 -4 23 24 -9 26 -22 -17 -15 -30
right_child=1 3 21 -5 11 -7 -8 8 10 15 -12 -13 -14 28 -16 17 -18 19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00011423193921106286 -0.0004397028445418331 -0.0002440481266207715 -5.7806559273555956e-05 -0.00059086816079311735 2.6425850454679968e-05 0.0011009070581935964 -0.00062563007343593015 -4.3436141569815192e-05 -0.00058751452939778909 0.00036144189240800616 0.00043378366789367741 0.00049759536087715789 9.0014337688102913e-05 0.00016234921716691721 0.00035031610114393832 0.00031229510142802595 0.0012039104831744309 0.000266292066114491 -0.00043573431849798652 0.00045322041170961112 -0.00026646155767937562 0.0018220480743527403 -0.0014195224794626591 -0.001392273285380043 0.00043074017444194709 5.4086016164438105e-05 -0.00076341998164704619 0.0030525676687930274 0.00048771182149060345 0.0015381695105084023
leaf_count=14809 33422 10138 40403 8508 12293 950 27557 69095 13362 5580 1832 15922 7811 6702 10047 7551 2765 5643 4357 3515 25349 360 1010 860 6342 9125 7030 131 7638 1824
internal_value=0 -0.0034254 -0.0793925 0.0103593 0.0162966 -0.103845 -0.158132 0.00220109 -0.036082 0.0335772 -0.165742 0.108442 -0.119114 0.100866 0.031929 -0.0023214 0.10753 -0.0277856 0.00347393 -0.0543882 -0.0738444 -0.0129392 -0.0101814 -0.00535653 -0.00036576 -0.0997305 -0.136204 0.135722 0.177134 0.255859
internal_count=361931 278802 83129 236619 228111 42183 42366 199896 92501 107395 15194 28215 41233 36349 20185 71046 12702 58344 9937 50662 47147 40763 77307 76297 75437 41504 32379 7682 16164 9462
shrinkage=0.0027211


Tree=988
num_leaves=31
num_cat=0
split_feature=470 602 1367 789 626 784 951 869 781 21 192 678 291 1002 945 735 885 701 908 831 1464 557 737 184 217 1325 1430 712 899 857
split_gain=62.7325 101.56 60.0917 52.6744 52.4903 51.4373 61.6983 43.5622 39.3804 38.6672 38.227 38.6315 37.6581 36.9387 36.8838 36.5416 38.8809 35.6408 43.6883 35.9591 34.7395 35.5673 36.4392 34.0224 33.9182 33.6281 33.5037 33.3081 32.6919 32.6701
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61047007421192445 1.1248358748350926 -0.34965070266696835 0.9594655836162902 0.4454315257619969 -0.57653763495970078 1.0000000180025095e-35 -2.9709283393608152 1.0000000180025095e-35 1.6243751288565669 -0.77737167660752227 0.69854289147193727 1.9181452473571214 1.356718709411544 4.8263866747680533 -1.0358122037206352 -1.2776120134179345 1.760138216658562 1.5993600128483978 -0.90800616672965218 1.0000000180025095e-35 1.384368771371848 -0.82209476710567719 2.1120075670880394 3.305673487763424 -0.63779424894106762 0.59526813135096279 -0.49205703050329141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 20 6 15 13 17 -3 -5 -12 -4 -6 23 16 27 -9 -19 24 21 22 -2 -11 -20 -23 -8 -1 -7 -10
right_child=3 9 12 10 7 28 26 8 29 14 11 -13 -14 -15 -16 -17 -18 18 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00038457328573430029 -0.00079981110570273616 0.0026724102970028976 -0.00088420557208275822 -0.00038627245166325888 0.00057563290732907935 -0.00034813883285117172 -0.00030607076273343428 -0.0003395719923902552 -0.00035100092515313614 4.7676860897210367e-05 2.9328858758842375e-05 0.001788726957667531 0.00027479086073167378 -0.00024856398693348842 -0.00071417549020328036 -6.3091841725304646e-05 0.0015208319532855118 -0.00061271724404552579 0.00071026060758966521 0.0011005397013380811 0.00049331302216042909 -7.4079783865667762e-05 -8.4604772758728648e-05 -0.00045508862346305893 0.00018650493295058751 0.00075335654766102661 0.0039744547322586475 -0.0011389493936343369 0.00051407583828324741 9.0059578747779653e-05
leaf_count=5615 7399 205 2377 22915 15403 8287 19408 4803 12211 76851 6574 484 9315 2632 4224 2942 266 2684 6667 2416 4249 45997 7721 8628 27757 2224 67 28877 3517 19216
internal_value=0 -0.0523636 -0.126061 0.00833537 0.023464 -0.16005 -0.196958 0.0551674 0.0320287 -0.00519073 -0.0769686 0.0564213 0.0290076 0.145523 -0.00771448 -0.27398 -0.307033 0.0733068 0.0935911 0.110953 -0.0242941 -0.0380849 -0.138077 0.00169261 0.0927611 -0.0104214 -0.0900829 -0.319745 -0.0110194 -0.0254841
internal_count=361931 170579 80671 191352 161379 68979 57175 93789 75754 89908 29973 7058 11692 18035 89703 37700 34758 44327 39524 36840 67590 63341 15120 85479 34424 48221 19475 34492 11804 31427
shrinkage=0.00312569


Tree=989
num_leaves=31
num_cat=0
split_feature=785 728 1307 852 677 714 905 712 508 784 271 540 595 133 942 896 497 911 1464 692 1016 1151 578 21 50 537 706 651 1450 784
split_gain=189.805 126.96 96.3302 93.5361 77.7145 83.2872 80.389 75.1306 60.8437 59.6706 55.1166 53.2687 56.2402 53.0407 51.6473 51.3189 57.7476 50.8725 49.9951 48.7655 47.7877 46.5551 46.1358 46.1306 48.8833 45.2569 44.0482 44.0421 42.9124 42.791
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6294210021612947 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.82175359393174741 -0.63779424894106762 0.93928964529742032 0.9594655836162902 1.4046420712405217 0.35001124564692748 1.0000000180025095e-35 2.7171092817986957 2.231519495564001 0.13351389361957308 1.461728259125324 1.7533767525385751 1.5993600128483978 -0.88210545541213692 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -3.9164670491403295 1.4829784501753427 2.1533051290640106 1.7192239619957821 1.1107569744011787 0.88343564287383192 -0.43785067584756471
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 8 -7 -1 -2 19 14 12 23 22 20 16 18 -18 -6 -5 28 -4 -9 -3 -25 -13 -23 -17 -8 -21
right_child=1 11 21 9 15 6 10 13 -10 -11 -12 25 -14 -15 -16 27 17 -19 -20 29 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018156308975289843 -3.443502338802736e-05 0.0006763899053354416 -0.00025412610607350515 -0.00018134180647922811 -1.8014367299018929e-05 -0.0002888018556973862 -0.0002004544363464494 0.00031973870549545906 0.00022441669843040586 0.00020807089715423762 -0.00033533816322336182 -3.9228988214996139e-05 -0.000263576441123849 -0.00031545655376395026 0.00020365635774924844 -3.6360164629827021e-05 0.0001895360770155703 -0.00016885690342833138 0.00019412495379857885 0.00015151539282082496 -3.9260688271551982e-05 -9.8829478211279412e-05 0.00010094416528738446 -0.00014320685346437198 2.9306115568915105e-05 0.00053002141372654541 0.00070620965888129399 -0.00020700407882283172 7.1049214217952598e-05 -2.5314416177316457e-05
leaf_count=3225 15686 191 11538 3279 46728 11069 18912 3358 3570 6582 3961 14500 18186 822 1737 30848 7912 1237 3254 7612 22799 19116 22154 60489 6123 446 264 5408 2403 8522
internal_value=0 -0.0711034 -0.0454355 -0.0305431 -0.0491293 -0.103937 -0.146491 0.103593 0.0233617 0.0836644 -0.111373 -0.146296 -0.172133 0.137714 -0.0919226 -0.0117145 0.0250542 0.168068 -0.00351132 0.0250276 -0.10871 -0.177335 0.154313 -0.143685 -0.147883 -0.0231369 -0.103287 -0.0736843 -0.19722 0.0693581
internal_count=361931 332372 232437 201519 175524 80137 60881 29559 19256 25995 49812 99935 84989 26334 45851 95387 59131 9149 49982 19413 44114 30918 25512 66803 66612 14946 19380 36256 21315 16134
shrinkage=0.000836755


Tree=990
num_leaves=31
num_cat=0
split_feature=1430 1160 1469 1436 800 600 1092 1154 1429 12 126 522 1451 1041 1470 746 603 123 900 619 1451 1457 1452 216 62 1256 692 566 623 1456
split_gain=60.696 124.75 59.4053 52.7918 51.0661 48.5751 46.8802 45.4778 48.2379 44.9178 41.5101 45.6414 43.4354 38.8968 37.9963 37.1532 36.8311 38.4397 36.3263 35.5987 35.3235 48.5607 39.341 35.3046 34.2631 34.0335 33.1938 33.0896 32.841 31.7326
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 1.0000000180025095e-35 -0.57812715656594349 1.0000000180025095e-35 1.0127093791323547 1.0000000180025095e-35 1.13172262110474 -0.052557496690631547 0.70880289725806289 -0.71745339412579689 1.0883084361879864 -1.16817972268513 -0.33355663513611272 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2044253514846195 0.3080702957778258 0.59897055457132509 -0.12079754434871555 0.29569707151996666 -0.7695639776090929 -0.37712515092315846 -1.5789511732583497 -2.4098821815225038 -0.57369041536838095 0.67273925383086663 0.37396721338577926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 13 10 23 8 14 -7 11 -6 16 -2 19 20 17 -12 -15 24 28 22 -22 -3 -4 -25 -9 -11 -16 -13
right_child=4 6 3 -5 5 9 -8 26 -10 27 12 29 -14 18 15 -17 -18 -19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00023667686411101322 -0.00065438321374885274 0.00021149432875374786 -0.0012725847197505415 -6.3575167811661431e-05 0.00025218629651964055 -0.00043102784259947316 0.00035354036035173338 0.0090891002850680101 -0.0015292432072950407 -0.00052447185575970386 -5.3725155457694106e-06 -4.2992162517056356e-05 -0.00057487981433416025 0.00022108392035227715 -0.001501148634087988 -0.0003781175427604101 0.00093659426668891088 0.00078255446416312881 0.00086866962033856901 0.00031034311614823435 9.1125333229750331e-05 0.0017027106529512355 -0.0029823284548856181 -0.0014207922580533753 -0.00033427718381618142 -0.00014056787304304549 -6.79283326081893e-05 0.00022619513977025049 -0.00055015314683780835 -0.00044091379463862706
leaf_count=5636 2427 17008 4959 12593 22291 28215 13768 27 7250 4363 9065 58932 2142 30743 13707 5773 5178 3984 4642 3420 881 694 635 1459 11615 54058 6919 12229 3704 13614
internal_value=0 -0.051641 -0.131506 -0.156326 0.00806731 -0.0097801 0.00181417 -0.193272 -0.223571 -0.0740248 0.0134714 -0.00702632 0.0982869 0.0782097 -0.195849 -0.267546 0.132266 0.0750923 0.0950329 -0.112276 -0.339504 -0.0166731 -0.320727 -0.0232384 -0.170808 -0.0514406 -0.0107871 0.0148001 -0.386811 -0.0350904
internal_count=361931 164106 77813 72177 197825 160013 86293 59584 52638 44807 115206 94837 20369 37812 45388 25394 18227 13049 35385 19994 19621 2210 1516 72525 16574 55517 6946 16592 17411 72546
shrinkage=0.00325197


Tree=991
num_leaves=31
num_cat=0
split_feature=785 728 519 727 784 921 712 588 1431 382 730 783 830 471 133 1469 1467 1463 606 189 930 578 1145 332 1394 21 921 1470 1304 840
split_gain=175.475 127.002 91.4224 124.824 86.812 77.17 76.5098 72.5152 70.2618 61.741 52.8693 67.0172 52.1444 51.4771 50.0783 49.9895 49.1198 49.0834 45.9336 45.2032 44.8568 44.4367 44.1375 43.6616 43.6225 42.488 41.4195 40.2015 40.6277 45.1455
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.63779424894106762 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459 1.8227892136636004 1.0000000180025095e-35 2.7171092817986957 -0.48837130887337593 0.56642369356457667 1.8172976979801614 2.1543936751333881 1.0062439196653703 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 -0.87085998388827057 -2.9709283393608152 1.0000000180025095e-35 -1.2126727935954851 1.0000000180025095e-35 2.5805861395411211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 8 10 -1 9 15 26 11 -6 -7 17 21 16 25 22 23 27 -12 -8 -3 -15 -23 -2 -5 -10 -29 -30
right_child=1 13 3 7 5 12 14 -9 19 -11 20 -13 -14 18 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00017785214559511153 0.00071940592555010574 -0.00012483048979611619 -0.00017996903448057669 0.00010738786923288415 8.1154407701370957e-05 0.00012329893657561642 0.00029376093445018174 0.00038335039577614126 5.8912322803063842e-05 -4.5392135767544419e-05 0.00020538089291738339 -0.00011236955715938346 0.00054409984638948317 -0.00014731697449008694 -0.0002905793318013825 -6.8711344527080259e-05 9.2800534913954323e-05 6.1000275024888922e-05 0.00028343721443391338 -0.00021545731685133063 -4.1549072725076854e-05 -8.6443097443540499e-05 -0.00023678050313638728 -1.3180886715539625e-05 0.00012015427866448549 -3.4474770962205537e-05 0.00040392342391844943 -0.00015589043606843586 -6.7610289568509983e-05 0.00035704691231404573
leaf_count=3225 178 38658 3824 3420 7388 6265 3358 2580 4713 4399 4769 16536 859 17661 822 64318 12096 3488 1066 13159 3555 3150 22860 16202 19004 32290 1672 27544 22183 689
internal_value=0 -0.0705648 -0.0448733 0.099791 -0.0577799 0.0311612 0.0976072 0.194668 -0.0794926 0.114706 -0.0150053 -0.0668043 0.220662 -0.145832 0.13216 -0.0469624 0.00620777 -0.18931 -0.0749907 -0.139269 0.128895 0.148319 -0.207081 -0.0916238 0.115272 -0.0375387 0.261511 -0.112774 -0.132943 -0.0675886
internal_count=361931 332372 232437 15895 216542 39372 29559 12071 177170 9491 32248 23924 7124 99935 26334 108882 44564 65006 34929 68288 8324 25512 61518 33863 22154 32468 5092 55129 50416 22872
shrinkage=0.000788493


Tree=992
num_leaves=31
num_cat=0
split_feature=785 516 452 506 564 789 852 728 925 566 854 797 928 866 934 912 728 515 728 705 651 485 520 797 578 698 659 1373 1083 1238
split_gain=59.9294 60.1778 56.1886 101.391 56.5707 54.9817 52.1525 51.3883 84.5589 75.6879 55.9146 103.498 55.5882 54.5705 72.8656 49.0531 47.1674 47.0354 49.8894 46.2612 45.6221 45.1946 45.046 44.5348 41.5982 41.1097 40.6188 38.6961 37.629 36.9874
threshold=-0.86283290253235112 1.0000000180025095e-35 0.60725649753328859 -0.33605752069368178 1.4188032667957222 1.1248358748350926 1.0747610123934368 -1.3163276726681863 1.0000000180025095e-35 2.1059719136688364 -0.87473648844905705 0.63961785378869596 -0.52992354128753727 0.5880156106821478 1.0000000180025095e-35 1.4915456331499788 -0.49008176997875957 1.4353143596930875 -0.49008176997875957 0.65881078006384819 1.1107569744011787 1.3837493557656517 1.0000000180025095e-35 0.63961785378869596 -0.87905496296652397 -1.7367869709315968 0.62821384419828064 0.25202004360908004 1.0000000180025095e-35 1.3335791531818588
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 4 -4 17 6 7 8 20 10 11 19 13 14 -12 28 -1 18 -2 -9 25 -10 -11 29 -18 -3 -20 -19 -14 -8
right_child=1 5 3 -5 -6 -7 23 9 21 22 12 -13 15 -15 -16 -17 24 27 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00050366479453566992 3.9497038812030539e-05 -0.00020415575443305645 0.00098877068050203442 -0.00011916170604407875 -0.00072180569833688274 -0.00029016864712383384 0.00055531276919603637 -0.00047242250699550521 -0.0002881932599814061 0.0015915484963307813 -0.00067098330802267236 0.0013360998391037725 -0.00022962422706882435 0.00049590629258033491 0.00010708111135646805 0.00016761549927749543 0.00093274780799425477 -0.00019774379095387922 -0.00030564892178732675 0.00057204707828005313 -0.00050919996242189283 0.00073318011073392631 0.00031576119823544468 -0.00029048754355865146 0.00020429902403462476 0.00094691334387544273 -0.00080921206551206053 0.00032382351142204067 -0.00060434041494696761 -0.00023390760531044255
leaf_count=3396 16423 1605 4108 17725 10410 23724 14853 4546 9858 1253 7126 2563 46849 8030 19994 9315 3407 16023 54530 2548 1178 1949 3955 3786 22756 8476 9493 11567 17279 3206
internal_value=0 -0.0261837 -0.0651202 0.0428973 -0.0864316 -0.00180081 0.0124932 -0.00343114 0.0898978 -0.022281 -0.0352578 0.119893 -0.0508891 0.020532 -0.0298179 -0.0880486 0.0738635 -0.0694628 -0.0992124 -0.0231815 0.224339 -0.0382438 0.217722 0.108687 0.102596 0.271875 -0.131455 0.0161382 -0.11242 0.152693
internal_count=361931 332372 140279 21833 118446 192093 168369 146524 23066 123458 118250 9657 108593 35150 27120 73443 29559 108036 80446 7094 11259 11807 5208 21845 26163 10081 64023 27590 64128 18059
shrinkage=0.00288765


Tree=993
num_leaves=31
num_cat=0
split_feature=785 181 1309 62 728 470 1361 50 705 21 1442 1436 338 1097 263 1463 21 1459 21 1464 816 1262 819 1465 1458 1042 677 533 1312 688
split_gain=199.163 132.336 97.4696 90.7761 87.0639 72.8439 68.1451 61.4395 60.5043 55.4999 50.6657 52.6216 49.7083 54.2168 49.0077 48.9726 48.5851 48.4 48.1073 47.5951 55.9049 47.1277 47.0476 46.2404 60.3157 45.099 44.4986 69.6325 42.2713 40.9907
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.67845511463764618 -0.49008176997875957 0.66595742291584703 1.0000000180025095e-35 0.55630078546380823 0.62026487867602198 1.0000000180025095e-35 -1.2625182715263061 0.60428344764309971 -0.98257908251360637 -1.2571877020351898 1.6445160113075163 -0.052537044703927886 -0.70163543588998201 0.53912233727729608 -2.7818205974049124 0.33722957473813192 2.2619250002047715 -0.52466056140737904 1.0000000180025095e-35 -0.51322729858334903 0.084403803362298288 -0.04236426327257875 1.0000000180025095e-35 1.0000000180025095e-35 -0.32582000510192272 0.3103329943538381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 6 10 18 -7 12 -5 -12 -6 -14 17 19 21 -3 -2 20 -4 -9 -20 24 -15 -8 27 -11 -17 -22
right_child=1 14 15 5 9 8 25 16 -10 26 11 -13 13 23 -16 28 -18 -19 22 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001773466235427316 0.00055423317589615192 -0.00017238693227580415 -4.3737597606991892e-05 -0.00027204460355261363 -0.00017025121635031264 -2.5220481357841105e-05 2.5496808623447625e-05 0.00030195562190767669 0.00013988231449136451 -5.0386436851999001e-05 -0.00012715735575603829 3.3142977315283716e-05 -0.00022729258307663559 -0.00021651816045069249 7.2506804945203333e-05 0.00010470080232836393 -0.0001067539404335117 -4.1357799963575997e-05 -0.00014625317135202165 5.8976047318600717e-05 -0.0001381402853982025 -2.2361056153303088e-05 -0.00033445875714960228 0.00023277951758720317 0.0002962600888975676 -8.0615063976947654e-05 0.00026946908332259653 0.00026174992148673894 -1.3479372808468652e-05 -0.00064653895596995554
leaf_count=3396 233 54652 34888 8157 2603 15112 26666 1888 8681 3985 32224 7218 1238 1711 3060 18000 11064 12108 38252 12081 1097 3964 7361 4681 899 20597 7626 3420 14342 727
internal_value=0 -0.0721326 -0.0514076 -0.0822706 0.106512 -0.0482434 -0.0787421 -0.157504 0.0495773 0.144617 -0.145602 -0.115285 0.0358265 0.109869 -0.169081 0.00679253 -0.0490417 -0.185265 -0.208799 -0.0355865 -0.07433 0.109646 -0.215837 0.175952 -0.0434161 -0.0239841 0.227126 0.116721 0.0682471 -0.434157
internal_count=361931 332372 262552 181417 29559 118655 94862 62762 23793 26163 47599 39442 11132 8529 69820 81135 16916 66760 45846 48793 36712 5852 45613 7291 2610 47263 15031 7405 32342 1824
shrinkage=0.000788493


Tree=994
num_leaves=31
num_cat=0
split_feature=50 56 1470 1465 61 852 982 896 981 651 784 633 928 1158 758 1440 461 651 1314 252 1459 137 1430 43 1323 1155 1312 1469 1470 759
split_gain=60.7578 101.104 47.3845 45.545 48.5481 51.5255 49.9607 47.1436 42.1355 41.4358 45.1842 40.7657 40.7594 38.2144 38.1414 37.9947 38.8775 37.4832 37.5104 36.4152 35.5944 36.8189 35.1054 33.6945 33.5042 33.3503 33.3484 33.0231 32.6251 32.4637
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 2.6851373032125321 1.0000000180025095e-35 1.0747610123934368 3.0854258727671673 -0.28794826445342053 1.1763721441952883 1.1107569744011787 -0.90362276233551631 -0.89756602880303771 -0.52992354128753727 1.0000000180025095e-35 -0.1354147541679151 1.0000000180025095e-35 0.52346289117042066 1.1107569744011787 -0.82548413891789607 2.2555418330839565 -0.19467617432788356 0.11701419275757165 0.54622893720785959 1.0000000180025095e-35 -0.45955961557890618 1.0000000180025095e-35 0.36958182597131489 -1.3263328046252252 2.1658139678380679 3.0859615649814023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 4 5 6 7 12 -8 -9 -11 -3 -2 15 24 16 -6 18 -4 -16 21 -1 -14 -13 -7 -15 -22 -12 -20 -29
right_child=3 11 17 -5 13 14 8 9 -10 10 27 23 22 25 19 -17 -18 -19 28 -21 26 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0017503473552434741 0.00040580749423552832 -0.00041134114057518102 -0.0010460869393704151 0.00068258888960652693 -0.00041259692146658337 0.00016079165308548223 0.00077685655208163912 -6.190492255411853e-05 0.0040610640712879734 0.00041545302839206272 0.0017803540442062045 0.00010010709041852751 -0.00012034847348915116 0.00016736797419246511 0.00015992737100661703 -0.0010621950157093383 0.00031413926618500617 6.4038482216229145e-05 -0.00042532405235261116 -0.0019127380883389507 0.00013316524782558734 -0.0006293192080652299 0.00033702265813730206 -0.00029554497198912928 0.00094975959788958701 -0.00034741670601193448 -0.0018546777820337671 -0.0010707978586161006 -0.001671403735750581 0.0039300253326965007
leaf_count=1076 18227 14636 12920 4507 19078 3719 865 52903 200 1638 161 60967 27273 18937 8221 4453 4786 5936 48928 409 2515 427 10359 14854 6220 9750 549 5615 1741 61
internal_value=0 -0.0518919 -0.13052 0.00799312 0.00263045 0.0242305 0.00680009 0.0024068 0.466298 -0.0414309 -0.194939 -0.00719959 0.0462752 -0.0533328 0.126243 -0.115443 -0.0822234 -0.152085 -0.175101 0.0182022 0.0802171 0.345102 0.00521185 0.0110426 0.209726 0.00167818 -0.0586124 -0.285274 -0.145719 -0.317795
internal_count=361931 164549 74092 197382 192875 135871 117302 116237 1065 60378 7475 90457 55859 57004 18569 28317 23864 69525 63589 8630 4567 1503 37632 75821 9939 28687 3064 5837 50669 5676
shrinkage=0.0031882


Tree=995
num_leaves=31
num_cat=0
split_feature=1078 785 771 729 659 1464 825 791 755 513 1182 954 1055 836 217 1461 907 1366 1452 962 813 515 915 635 720 51 184 705 71 730
split_gain=60.2446 52.5834 50.065 51.2133 47.8171 43.1181 42.1217 54.8787 55.8553 47.203 46.0346 38.6067 36.5008 35.2268 38.9427 35.2587 35.922 36.0546 34.8911 34.8075 34.4135 37.4342 34.2111 35.5599 34.135 33.8781 35.4114 33.62 32.6459 32.2507
threshold=1.0000000180025095e-35 -0.86283290253235112 1.4376230676765234 0.75637635299260908 0.62821384419828064 0.64223275086548759 -1.3782055633747541 1.0000000180025095e-35 1.2103694265132638 1.0454229551509682 0.16200095082984103 0.98873640907070304 -0.79605929336257664 1.0674639720252068 3.3403425624161018 3.8316248741925851 -0.99939167050443112 2.0183251275724516 1.1844650239005572 0.78457125397875782 1.304868341751126 1.4353143596930875 2.4134828653328642 -1.1044794169860113 2.6041406800878906 1.0000000180025095e-35 1.384368771371848 -0.0050352993931598944 -0.49325592921947997 -0.33215574005720661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 18 22 12 9 10 20 -5 29 15 -15 16 -14 -18 19 27 21 -9 23 24 -3 26 -2 -1 -12 -8
right_child=25 2 -4 11 -6 -7 7 8 -10 -11 28 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.6324070312782068e-05 -5.0900646109718452e-05 -0.0009554586971241921 -0.000615310473693361 -0.00023712813669024386 -0.00021550826890934553 0.00085857347035034218 0.00015755721311726359 0.00051887475655687184 -0.00036846824010167178 0.0010403465927495039 -0.00072375364327254661 0.00038394097604252771 0.00046703676350136623 -0.00040902180404513383 0.0036098418206754234 0.0011173300909667967 -2.614834012353638e-06 -0.00086976210951704403 -0.00090075798464669694 -0.00038358405247535058 -0.00032846768427430848 0.0015384393860187792 -0.0016722172133102095 -2.8248433891413251e-05 0.006506180129780814 -0.00047029181450325164 -0.00078642062165350452 0.00057292291860439157 0.0001984228131849622 0.00084681150106408112
leaf_count=4720 36884 4122 7320 74456 29790 4689 11567 12410 4977 4409 2706 5192 7087 10576 102 1179 56586 2487 1327 3438 1764 1731 1095 16270 21 29615 5087 10587 5815 3922
internal_value=0 -0.002688 -0.0123919 -0.00724739 0.0115945 0.0903206 0.0272773 0.040582 0.11375 0.145897 0.107563 -0.0602046 0.0137594 -0.00530517 -0.118024 0.01308 0.00607466 -0.0114213 0.0478307 0.0710437 0.172271 0.206256 -0.0726366 -0.0527652 -0.280546 -0.0814449 -0.0393307 0.113976 -0.0225893 0.107328
internal_count=361931 290345 265584 258264 178616 24761 148826 127318 33812 28835 24426 79648 93506 78017 10678 67339 66160 59073 20072 18745 15905 14141 21508 20413 4143 71586 41971 15307 8521 15489
shrinkage=0.00312569


Tree=996
num_leaves=31
num_cat=0
split_feature=785 728 519 727 784 588 727 921 382 181 730 783 427 540 595 1469 830 537 21 50 1104 746 878 562 930 21 529 706 921 911
split_gain=160.964 133.858 91.9031 129.622 87.0433 74.323 73.7001 70.9475 70.1049 68.9575 60.0439 63.0549 53.5938 53.3085 59.0661 50.5021 49.8716 46.8618 46.8362 48.2765 45.8872 46.13 62.1532 45.6684 44.6315 43.6122 42.4912 42.2642 40.839 39.7939
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.9594655836162902 0.71188872395471614 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459 -1.3213734904502978 0.35001124564692748 1.0000000180025095e-35 -1.0234077568651669 1.8227892136636004 2.1533051290640106 -3.9164670491403295 1.4829784501753427 -0.43688756610038687 1.0000000180025095e-35 1.0000000180025095e-35 -1.8356715629493723 1.0000000180025095e-35 1.0000000180025095e-35 1.4795591430507427 0.99377002365102085 1.0000000180025095e-35 0.84230724644971555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 9 8 27 10 28 12 11 -6 23 14 18 -14 -9 -15 -3 26 -17 22 -22 -2 -12 -8 -20 -1 -5 -7
right_child=1 13 3 5 7 29 25 16 -10 -11 24 -13 15 17 -16 20 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.000105818117556861 0.00056661155280652426 0.00065755936819910927 -0.00018893073307391835 0.00011802227007765775 7.6721936433021986e-05 0.00049906313366449647 4.4202901182415043e-05 0.00012013415647373005 -5.5392729404454175e-05 -0.00013965900449300158 0.00021787860908007727 -0.00011459549763000161 3.4067290489610249e-05 -4.0400726457270674e-05 -0.00025825303609625067 -0.00010745245913798189 0.00054111147365979036 0.00051785923348419743 -0.00012469945711913002 2.5311485408039866e-05 -0.00017218125322123194 8.8132876983411112e-06 -1.6020880143526714e-05 -0.00020157708356249304 -3.3534829691351695e-05 0.00021785691472428251 -0.00032298006283439567 8.7070773297169603e-05 0.00041817189426720272 2.6588665543731224e-05
leaf_count=7451 234 191 3824 3420 7388 2007 6893 6265 4399 37895 4769 16536 20743 14500 18186 35935 859 446 54704 6123 17742 35872 17980 10769 3555 10115 5785 5100 1672 573
internal_value=0 -0.0722296 -0.0458414 0.099174 -0.0587758 0.195873 0.0889176 0.0302719 0.114894 -0.0805053 -0.0139599 -0.0690701 -0.0600317 -0.149372 -0.17518 -0.0490219 0.21205 -0.0261347 -0.145972 -0.150182 -0.0689147 -0.0378234 -0.0991925 -0.224238 0.139559 0.180569 -0.173298 -0.0285842 0.271151 0.490829
internal_count=361931 332372 232437 15895 216542 12071 29559 39372 9491 177170 32248 23924 139275 99935 84989 128272 7124 14946 66803 66612 107529 71594 35722 11003 8324 17008 60489 12551 5092 2580
shrinkage=0.000804263


Tree=997
num_leaves=31
num_cat=0
split_feature=815 1154 1028 1436 792 809 1234 764 771 933 781 1022 1470 629 531 1466 864 1453 1392 691 71 1470 1469 409 977 843 796 917 917 969
split_gain=59.2202 140.091 64.4599 64.2459 59.2471 68.3478 65.2133 47.5555 47.0001 44.6571 44.6105 45.6094 57.3683 44.3969 44.0164 43.8002 43.7377 42.2492 39.5231 38.298 38.0661 37.4683 60.4962 49.5689 39.5619 37.1029 36.6932 41.8288 35.1725 34.4478
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 1.0000000180025095e-35 1.0000000180025095e-35 0.66649192610754393 1.0000000180025095e-35 -0.58918996956727421 1.5265272373495906 0.68806224955729689 1.0000000180025095e-35 0.67527595557081987 -1.3545928909252491 0.92013859657459618 1.9322150810946037 0.45502499280034486 0.72275257928592751 1.2041679343814773 3.0243454669273118 0.40812906504009516 -1.244688917740248 -0.30201883572949845 -0.88964864486721928 1.0000000180025095e-35 3.1352939980777039 2.0054490827892364 1.0000000180025095e-35 -0.48098612414612824 4.3127385003387806 1.688630563996478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 18 6 8 10 -8 9 16 11 -2 -13 -7 15 19 25 -1 21 -3 -14 23 -23 -4 -25 26 28 -28 -6 -5
right_child=4 14 3 29 5 13 7 -9 -10 -11 -12 12 20 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0010750620695225853 0.00027697979457533045 6.7461438728636045e-05 -6.2835444731244809e-05 -6.5939171603285733e-05 -0.00020771240162317675 -0.00019345731147301227 -0.00034105720244437617 0.00018666684291152963 -0.0010279898705808164 -0.00029135826251814337 2.4739894143456858e-05 -0.0021749037855007202 -0.00055001262204801477 -0.00081642205370512284 -0.0007228466651303311 0.00036548220834548581 -0.00026814602666600147 0.00035866331316053353 0.0020744641821629469 -0.00031945364184385826 0.00098320534278263563 -0.00022864188929067113 -0.0010856777230706812 -0.0013646138418877967 0.0067117056009396749 0.00091757956614707179 0.00051641892070179436 7.6562603647062257e-05 0.0044007621895113388 0.0011853788797250677
leaf_count=20259 21188 50290 13273 17841 12987 15814 16936 16193 1963 15293 15823 259 886 7491 4368 16491 11778 1714 307 18505 10392 7531 15716 3169 33 2617 15311 26377 71 1055
internal_value=0 -0.0499309 -0.1344 -0.100161 0.00901934 -0.0235525 0.0539729 -0.0230504 0.00507782 0.0127639 0.103776 0.14885 0.256671 -0.125299 0.00640416 0.0168907 0.0363066 -0.294233 -0.163868 -0.00899418 0.2806 -0.171808 -0.240876 -0.0807498 -0.39882 0.0607672 0.0477041 0.0779875 -0.0571782 0.00379685
internal_count=361931 170552 80898 58925 191379 109702 81677 33129 86397 84434 48548 32725 11537 23305 89654 85286 69141 21973 40029 68795 11278 39722 23247 16475 3202 57363 54746 41688 13058 18896
shrinkage=0.00312569


Tree=998
num_leaves=31
num_cat=0
split_feature=785 519 181 728 588 728 962 872 579 869 382 712 705 575 1450 578 911 134 1217 1049 133 694 815 878 294 1394 507 1453 924 67
split_gain=160.513 135.092 130.852 113.494 109.092 92.5181 125.209 105.797 77.0423 76.245 73.9065 67.6735 66.2627 57.3023 54.5456 52.1209 48.5226 47.0807 50.8904 46.6547 45.9613 44.3527 43.6106 48.3684 42.8225 42.7812 41.6581 40.5575 40.0345 40.1893
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 0.71188872395471614 -0.49008176997875957 1.077996490209794 3.0757328524286596 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 0.9500464794385356 1.0000000180025095e-35 0.88343564287383192 -0.87905496296652397 0.79328108468708636 -0.3949157635235564 0.86386423179447369 1.511805152420109 2.7171092817986957 1.7728219641349714 1.0000000180025095e-35 1.0000000180025095e-35 0.92159612535094959 -0.87085998388827057 1.0941628986121894 1.1343281912642689 1.8999064755685127 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 5 -3 10 8 7 9 21 12 13 -1 14 -5 17 -13 -6 18 -7 -15 25 -2 23 -8 27 -17 -10 -4 29 -11
right_child=1 3 24 4 16 6 22 -9 26 28 -12 15 -14 19 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015733711185156058 1.1280319453325235e-05 -0.00017623576271113631 -0.00013406503047049223 -1.6746759684651827e-05 0.000420045476844491 -6.0978606207075143e-05 -0.00033712415738302193 0.00026404762536875608 6.8487287698613248e-05 -0.00015630040386036594 -6.6209617980115447e-05 0.00026276723720159708 4.3647165860742218e-05 0.00031284949968778976 5.0733413001584792e-05 -8.7591697043033057e-05 2.1339861643286729e-05 -0.00012114554355929247 6.9665272312913746e-05 -9.6178895099068501e-05 -0.00030558347458865023 -0.00011475254666785827 -0.00010212175148504648 -0.00014450256533148022 -0.00024992294489396155 0.00010141272948390468 0.00028749767504950913 2.1784917880599987e-05 7.8669186942093196e-05 -5.252793993714768e-05
leaf_count=3225 19791 3824 50435 2912 2790 39088 11385 2334 12903 30810 6655 3439 21942 3819 10911 3150 834 27687 8301 684 741 11099 18974 10121 10426 19004 2188 5081 2906 14472
internal_value=0 -0.0729611 -0.0863102 0.0808618 0.147788 -0.0647375 -0.0865048 -0.061985 0.0205904 -0.0694621 0.0655499 0.0880337 -0.0392998 0.203408 -0.0676563 0.120594 0.452647 -0.0893447 -0.0506718 0.342352 0.0854435 -0.0423571 -0.215172 -0.30673 -0.186508 0.102342 0.141479 -0.161008 -0.14663 -0.163709
internal_count=361931 332372 310854 21518 17694 244912 198931 158451 45981 156117 14070 29559 107929 7415 85987 26334 3624 75076 47389 4503 22895 30890 40480 21506 65942 22154 15091 55516 48188 45282
shrinkage=0.000728446


Tree=999
num_leaves=31
num_cat=0
split_feature=785 728 1431 519 712 784 728 372 921 471 1467 871 1237 1463 588 727 606 730 783 427 1469 1145 332 930 859 838 854 927 712 563
split_gain=169.247 137.328 99.3383 72.7368 105.369 72.6225 70.7234 57.4645 55.1578 53.8659 53.4481 54.0292 52.761 50.3247 49.1778 48.9519 47.7905 46.6581 46.2918 46.1012 51.8784 45.8707 44.0704 43.5516 42.5387 40.3337 40.1738 39.7654 48.1862 38.004
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 2.1420547332082829 1.0000000180025095e-35 0.9594655836162902 -0.49008176997875957 -0.89164644713046382 1.0525743831388839 1.0000000180025095e-35 3.2089320700182484 1.0000000180025095e-35 1.4298092310842805 1.8172976979801614 0.71188872395471614 -1.5722412400100421 2.1543936751333881 -0.33215574005720661 1.1155635910225459 -1.3213734904502978 -0.88964864486721928 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 -0.9764295678346876 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 1.5259646835875491
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 10 -1 -6 17 13 11 19 26 21 -9 -10 22 18 -7 -2 29 25 -11 -19 -17 -3 -8 28 -28 -21
right_child=1 9 -4 4 7 8 12 14 15 16 -12 -13 -14 -15 -16 24 -18 23 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00016186439592115167 -0.00016822940784170219 2.7027660421633478e-05 -0.00012567765473954652 -0.00016935832618208521 0.00045453486157636151 8.8412557314245771e-05 0.00033346442721180527 5.8928932405850577e-05 -0.00015624542196366592 -0.0001484809189401119 0.00019265364465715368 -0.00012308728342098161 -0.00016188227447303983 6.5403621013553255e-05 0.00034255291483774092 0.00056961416060293348 0.00029952718460523719 0.00024355192934370553 -8.8148200675828219e-05 2.31204562830349e-05 -4.6471405300788227e-05 -0.00024277230550015999 -1.0923237138148221e-05 -2.4017604472803264e-05 0.00017601409715211464 -0.00015306569088266797 -2.8791153637959532e-05 0.0003004398724619447 0.00014321514116805769 0.0002791910651793305
leaf_count=3396 8850 5281 35150 3202 1473 6253 2383 7072 1047 17661 2437 30453 1877 3488 1953 884 1066 3853 13966 22725 83989 22860 16202 3107 4387 33377 6648 2714 12541 1636
internal_value=0 -0.0661597 -0.0394008 -0.0220038 0.11624 -0.0343751 0.099207 0.208533 0.0531155 -0.144434 -0.0556387 -0.0614045 0.133649 -0.188891 0.149381 0.222435 -0.0718961 0.0104343 -0.0417279 -0.0422637 -0.0314237 -0.206874 -0.0888419 0.157171 0.298885 -0.157139 0.159341 0.131705 0.0997065 0.0508387
internal_count=361931 332372 232437 197287 13700 183587 29559 10498 33497 99935 150090 147653 26163 65006 9025 6318 34929 27179 20219 117200 108350 61518 33863 6960 5271 38658 24286 21903 19189 24361
shrinkage=0.000804263


Tree=1000
num_leaves=31
num_cat=0
split_feature=888 522 691 21 694 795 1457 1463 146 407 702 130 64 728 903 1457 1462 1047 852 1468 671 1218 815 1430 609 1458 1168 21 1455 1465
split_gain=60.5546 55.5844 53.1176 59.5699 43.8696 48.1169 43.4323 44.2537 41.5006 43.1266 46.2582 41.0764 39.4516 38.9484 40.0606 37.718 44.7486 41.6799 36.503 36.0392 34.9635 41.7139 35.5661 34.5718 34.1691 33.656 32.8313 37.8229 34.0968 34.4646
threshold=1.0000000180025095e-35 -0.71745339412579689 0.11682074345248079 -1.8362818876253988 1.4410699139383063 -0.29258408639884992 -0.39785226149588032 -0.22978748646958821 2.0556245044164494 -1.2965003005540392 1.2813544906789154 1.0000000180025095e-35 1.8762883416287794 -0.49008176997875957 -0.97879543499684873 0.68635126017805159 3.4653406265423476 -0.77572522297883728 1.0747610123934368 3.2937191260639342 1.0000000180025095e-35 2.1598224403851116 1.0000000180025095e-35 0.54622893720785959 1.6285028476148826 2.0019660229778804 0.9917809348404073 -0.32341995197817647 3.0460623713797315 1.8031789663035378
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 6 5 12 -4 -8 9 -3 15 23 18 14 -13 16 17 -11 -1 25 21 22 -2 -5 -25 26 27 -19 -29 -30
right_child=20 2 3 11 -6 -7 7 -9 -10 10 -12 13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.00040662737200760566 -0.0012772408410139232 -0.0003483710778742982 0.0025714587728946528 -0.00029907445852446219 -0.00038400586488747406 2.5176760301023979e-05 0.0013611468854588507 -0.0028605316412132291 0.00058906091433200169 -0.00041397871721189525 -0.00031271501085354054 0.0016213218572197394 -0.00046363112476815164 -0.00077988592253034358 -0.00029629437341050196 0.00043456527214753968 0.0015176965670375944 0.00043141445890020096 0.0011811031170929579 -0.0015857125036216749 -0.00015750998511810771 0.0015179834915232677 -0.0004509397401756169 8.3023585776717003e-05 0.0018415384703080002 0.0011575864261418479 -0.00060236462727202879 -2.8138527876379311e-05 0.00098813268071504473 0.0059263254848142223
leaf_count=25871 10130 28390 758 40455 8340 36215 477 326 6335 14692 20952 916 3226 20573 4257 15700 1041 16921 4014 767 23826 536 11706 11458 593 1484 5209 46007 685 71
internal_value=0 -0.00644007 -0.0241885 -0.0745984 0.0435139 0.0612536 0.3654 -0.0455756 -0.00140961 -0.00928124 0.00687865 -0.0840022 0.121591 -0.165248 0.00837104 0.0260437 0.00743107 0.0013903 0.1442 0.021705 -0.103013 -0.184632 -0.207198 -0.0481348 0.052408 0.0268988 0.0192083 0.0313735 -6.19962e-05 0.43811
internal_count=361931 315733 238067 79813 77666 69326 1561 803 158254 151919 123529 78252 33111 25746 5173 102577 86877 85836 29885 71144 46198 22372 21836 52506 12051 70377 68893 63684 46763 756
shrinkage=0.00359044


Tree=1001
num_leaves=31
num_cat=0
split_feature=43 579 706 1378 1022 832 781 878 1028 1459 87 721 1290 488 56 1470 1453 498 1120 83 501 430 221 514 792 689 428 563 652 982
split_gain=59.2843 55.089 63.8354 57.2933 51.348 45.0752 44.7263 37.5249 36.674 35.9086 34.9625 35.8471 34.82 33.8773 32.319 35.1601 38.8894 34.9245 33.2505 32.0917 32.6351 32.8503 31.6568 31.6449 31.6136 31.8177 30.4656 29.3499 29.2665 28.9451
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.065361709697904072 0.29079056963915867 1.0000000180025095e-35 -0.056768050792075635 1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 0.73871680408646412 0.56076668980743449 -1.4915687842306951 1.8124611990991408 -0.57364115386637049 1.0000000180025095e-35 1.1132399126423167 -0.41398977458587483 1.5674918557501278 2.6590304355195391 -0.77471861719080659 -0.0033192335673560363 -1.1723169288760449 0.77790222406507181 -0.99157936657557966 1.0000000180025095e-35 -0.28520964294034162 1.8116597585877534 1.9757293484619793 1.8627252675032671 3.5955928533842081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 23 4 7 6 22 8 -1 10 29 -12 19 -5 15 -10 -17 -16 -18 -6 -21 -22 -4 -3 25 -11 -8 -25 -15 -2
right_child=9 2 5 13 12 -7 26 -9 14 24 11 -13 -14 28 17 16 18 -19 -20 20 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010723024277355575 -0.00024299997031562704 0.00067499634673981316 0.00015321066822765125 -0.00017994577260553254 -0.00027703164242472226 -0.00037535164802093981 -0.00036234280384238071 -0.00015919549700988103 -0.00050192921160230775 -0.00016497717399358591 0.0048255069771583727 -0.00072784525870300517 -0.00064064730714184608 0.00020922038315974027 -0.00027372595281439655 -0.0027344203368450102 -0.00065354765880189702 0.00092910057409524582 0.0087393631981892601 0.00016480378140475594 -0.0013285501796295289 -9.7562382350675222e-05 0.0008819254717397229 0.0001574389504194508 -0.00023183385854964978 0.00099066054709585254 0.0011794017358137522 0.00075959808485972721 0.0010456577139063786 0.002378378283306263
leaf_count=9728 50711 6950 12739 10021 17096 17229 9745 37482 10435 2041 48 13048 4449 24447 9291 1294 838 1171 23 41991 1226 19325 3178 42312 5596 3121 521 3808 1855 212
internal_value=0 -0.00222606 0.0401402 -0.0247793 -0.0454123 -0.0259215 0.0292948 -0.0963466 -0.167795 -0.0788943 -0.102772 -0.226815 -0.0111277 0.0490213 -0.12338 -0.227835 -0.563816 -0.0384901 -0.11129 -0.00111803 0.0203677 -0.0520693 0.100941 0.088384 0.0441283 0.176957 -0.0867757 0.0676562 0.0872689 -0.0752395
internal_count=361931 287154 96482 190672 154349 43412 26183 70262 32780 74777 64019 13096 84087 36323 23052 12590 2155 10462 861 79638 62542 20551 15917 53070 10758 5162 10266 46120 26302 50923
shrinkage=0.0030644


Tree=1002
num_leaves=31
num_cat=0
split_feature=785 728 871 728 125 50 72 471 1357 1470 21 878 487 1092 150 1463 620 606 1429 1145 332 497 731 56 1458 838 1237 677 533 1169
split_gain=201.742 127.614 98.1463 84.977 77.3097 70.411 63.6623 56.0463 54.9632 53.5551 52.9402 51.1569 50.8349 50.5363 52.7413 50.032 48.3333 47.2047 45.7547 45.3593 44.0623 43.869 43.0139 42.1715 48.9225 41.2563 40.1521 39.1179 69.267 38.0065
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.58518330826110332 1.0000000180025095e-35 -0.78513032087958678 1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 1.0000000180025095e-35 1.6473864309851525 1.6304501485392697 2.9499917481720264 -0.572229863602436 1.8172976979801614 0.16760437365778322 2.1543936751333881 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.656418941702585 1.7256957373890334 1.0000000180025095e-35 -0.44527173597200392 -0.9764295678346876 1.4298092310842805 1.0000000180025095e-35 1.0000000180025095e-35 0.48044600209562588
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 6 -2 15 -7 -6 16 13 -4 14 -11 19 26 20 -10 25 -9 29 -23 24 -8 -3 -5 28 -12 -16
right_child=1 7 12 10 9 8 23 17 18 11 27 -13 -14 -15 21 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017550991658387118 -0.00021203522405787134 2.6947503376779232e-05 -9.8973251913286092e-05 0.00015295146845932203 -0.0007676578697342314 2.3125073070409799e-05 -0.00022400369716390496 -0.00014817805139546205 -7.8173799219253592e-06 -2.1636687530057721e-05 -4.4975528735536401e-05 -0.00016021195250336405 -0.00035110465320758728 -0.00026347021385991916 0.0001113419667959331 6.2842160265820681e-05 -0.000117981063337301 0.00029703492502105249 -0.00014483584683688285 -0.00024388248057132119 -1.0735963996573162e-05 0.00030267918588985947 -0.0001038826349540071 -5.9586400263170598e-06 -5.4940837480480993e-05 -0.00015518181680289987 -0.00023970204388035145 0.00027013422942880755 0.00027272932416730594 -5.1013842107719854e-05
leaf_count=3396 14593 5281 42431 6494 222 49350 10523 17661 15555 12581 3985 2946 3878 1151 16057 3488 3800 1066 14048 22860 16202 4190 778 20632 18284 33377 838 7626 3420 5218
internal_value=0 -0.0702951 -0.0445598 0.109703 -0.0244701 -0.0505677 -0.110695 -0.145689 -0.0115532 0.0481259 0.147379 0.0530763 -0.144193 0.0719618 0.0846233 -0.19097 0.0410668 -0.0717382 -0.0864633 -0.20888 -0.0885755 0.133464 0.298793 -0.0754549 -0.140013 -0.15949 0.137751 0.228099 0.124596 0.0940586
internal_count=361931 332372 232437 29559 186128 142985 64032 99935 78953 43143 26163 42921 46309 39975 38824 65006 11132 34929 29603 61518 33863 26243 4968 49439 28807 38658 7332 15031 7405 21275
shrinkage=0.000804263


Tree=1003
num_leaves=31
num_cat=0
split_feature=184 1467 1442 470 1466 1454 1465 21 1010 1104 1398 846 1099 1458 1248 1124 809 906 425 1461 415 747 1460 1450 21 1458 1468 1458 1460 1450
split_gain=58.7492 55.5342 57.5957 48.7123 44.4415 40.8528 40.3915 43.6559 41.9199 41.4224 44.4539 39.7192 39.4071 38.6232 37.9683 36.6626 35.997 35.8774 36.6217 34.281 34.0313 33.7369 32.7139 41.1821 43.8036 54.3041 39.9375 41.7147 39.0604 38.1928
threshold=1.0000000180025095e-35 4.0242090356330973 -1.2625182715263061 1.0000000180025095e-35 1.5748972947834672 -1.0936914102283182 2.873316917895123 -3.9164670491403295 3.0713252103476614 -0.43688756610038687 1.754419774220916 -0.40203133753564962 1.4149514828101151 -0.19707713696931276 -1.3698154307309836 -0.68634881201394105 1.0000000180025095e-35 -0.96567040162298634 -1.0005467311534126 2.2827216037929685 0.46450893195313442 2.9062597313169154 0.085279704578113361 -0.56086795541624013 0.62211875780133752 -0.21238062798407994 1.7230169708605612 2.0019660229778804 0.13139925903248395 0.23668915925375497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 16 11 -3 -1 7 -7 9 10 15 13 -13 -4 -11 -9 -2 -5 -19 -18 -20 -10 -16 24 28 -26 27 -25 -24 -29
right_child=1 4 3 17 -6 6 -8 8 21 14 -12 12 -14 -15 22 -17 19 18 20 -21 -22 -23 23 26 25 -27 -28 29 -30 -31
leaf_value=-0.0032996776231087538 -0.00086240487095167286 0.0022035904650538857 -0.00037647890463745053 0.00047660224300413977 -0.00097019391195394568 0.0024153593129207945 0.00063429648737148682 0.00018198235659415258 0.00093959934717975234 -0.00072200044158845372 -0.00089564638713494015 -0.00040962896727927056 -0.001475928371153946 0.00034405159112929011 1.1480410790957823e-05 -0.00020703489706181416 -0.00037252240984150461 -0.0005555392821829675 0.0001470492615956173 0.0011615417021537445 -0.00037271408682452225 -0.003749144383101647 0.004424046215643118 0.00043895203639660388 -0.00161256301043742 0.00025495301930376311 -0.00071540361477031721 0.0030068926375546282 0.00012867098789029363 0.00035437590043915936
leaf_count=216 16213 795 10291 7446 309 326 4732 16801 2628 4004 4526 26173 3380 8654 105219 52265 18593 7088 27964 797 8641 69 95 20372 1854 1361 1389 492 8820 418
internal_value=0 -0.0558817 -0.0607636 -0.0347216 0.421602 0.00528727 0.00615697 0.00150994 0.000198498 -0.00351415 -0.0473081 -0.0952617 -0.154755 -0.00885873 0.0178951 -0.0338738 -0.154546 0.00887233 -0.0154112 -0.0910719 0.0104206 0.25206 0.0232284 0.0804408 -0.0230446 -0.242787 0.133968 0.156994 0.0556057 0.568866
internal_count=361931 136344 135240 99637 1104 225587 225371 220639 220313 217616 73592 48498 29553 18945 144024 69066 35603 51139 43693 19390 36605 2697 140020 34801 12130 3215 22671 21282 8915 910
shrinkage=0.00325197


Tree=1004
num_leaves=31
num_cat=0
split_feature=50 56 0 461 62 871 557 703 1459 10 1024 1463 1450 1450 1451 1356 150 1457 1392 1449 842 1466 1467 1464 1012 1452 914 483 294 1454
split_gain=58.3822 93.8495 44.8012 59.7746 42.7234 39.6471 39.2243 37.875 38.4351 37.1322 36.6191 35.8382 52.5656 44.2651 44.8508 40.3367 38.1522 35.6968 34.2195 34.0904 33.4195 32.7885 34.2539 32.7224 32.4338 32.3599 38.0224 37.9135 34.837 32.2904
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.076481741663702904 1.0000000180025095e-35 -0.97978507835213413 2.4008401756919917 -0.90800616672965218 -1.6015642574650035 0.73871680408646412 1.3985063676305185 3.3050850414061812 -0.052537044703927886 0.25736028940779887 -0.2957953744690755 -0.08096775928166193 -0.50019127212278292 -0.28316188333588482 0.2415512435629267 3.0243454669273118 0.71251893840138358 -0.93055130841206923 0.51364500316626394 3.8567296589757825 1.5993600128483978 2.8923191927877494 0.065831437678632129 0.40751859813392083 -0.48375622022533321 -0.81848591865444076 -0.82542789839051101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 23 -1 7 -4 -3 11 -6 20 15 13 -13 17 -9 -17 29 21 -14 -10 22 24 -2 -5 -11 27 -27 -28 -15
right_child=2 5 6 18 9 -7 -8 8 10 25 -12 12 19 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00095721048586887693 -0.00032533666362519876 -0.00086400066562439476 -0.00024042185800294245 -2.4048878478487014e-05 -0.00042060540874879734 -0.0010387971530248954 0.00020781168027968834 -0.00046621204816002694 -0.00063546787698821492 -0.00018507945281918983 0.005483227336703967 0.00011365094335582649 -0.00071462956130021414 -0.00083285334420841268 5.7282610890394224e-05 -0.00030857867860499706 0.00026035103921308279 0.00012790641126987507 0.0019660280740105849 0.00051472345518670617 0.00048677826480934946 0.00041297510556133804 0.0020424392117869483 0.00044857636809735203 -0.002026139645462219 0.0032296404145108247 0.0053164046661321714 0.00070569878928762478 -0.0012291016574204536 0.0019245074403824922
leaf_count=16568 45060 3567 13771 44846 51274 3137 78065 17271 1837 4086 61 13505 4943 291 2421 13067 13902 1072 489 1575 11107 11206 371 2939 635 502 45 958 659 2701
internal_value=0 -0.0494236 0.00934614 -0.0220874 -0.125375 -0.00636352 0.0439972 0.000836832 0.00910242 -0.0992558 0.113158 -0.0122163 0.0507024 0.106303 0.251687 -0.0518266 0.00134322 0.388541 0.0255117 -0.119477 0.104913 0.0203213 -0.0070908 -0.080314 -0.0131464 0.0671126 0.294953 0.487341 -0.191598 0.503945
internal_count=361931 164549 197382 105546 74092 90457 91836 87320 83753 57524 13005 70748 26508 19990 6485 44240 26969 4064 57547 6518 12944 57058 45852 47999 45481 6250 2164 1460 704 2992
shrinkage=0.00338335


Tree=1005
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 544 471 727 21 890 647 590 150 1469 990 332 497 785 974 1122 746 747 575 1453 281 1465 1452 702 1229
split_gain=174.325 162.02 94.7475 86.3104 92.9756 76.6924 73.0346 58.2185 54.5992 53.6419 53.4635 52.1437 60.7214 48.8452 47.6403 44.9668 44.7545 44.2766 53.7213 45.3261 43.6601 41.9589 41.324 41.9885 39.1417 41.9632 38.9153 47.3387 38.083 38.3762
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 -3.9164670491403295 -1.0182342416987082 -0.87782724458594241 0.58895901036483078 -0.45926076786608272 -1.3263328046252252 1.09266583130301 1.0000000180025095e-35 0.26974448824413327 2.9970139449733542 0.98362850890892195 -0.59741463845892706 1.0000000180025095e-35 6.1031850957970919 -0.34806466541374598 0.51954049301251548 -0.48485357901650905 -0.41120921193798426 0.52142301186363793 -0.9318362961745511 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 10 24 26 9 -7 -3 -2 12 -9 -5 -11 -10 -13 -15 19 28 -16 22 23 -12 25 -4 27 -1 -19 -30
right_child=1 7 5 13 -6 8 -8 11 15 14 21 16 -14 17 20 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=9.1394909433107569e-05 -0.00032775982268478678 0.00063213252941898433 -0.00011654407889581091 -6.24863413250095e-05 -4.439875551170435e-05 -0.0001228813870251768 -5.3713182720022224e-05 -5.7139794357666196e-05 0.00016003839976740751 0.0005961571687041451 -9.278397135059792e-05 -0.00015626728783733703 0.00046672911670263853 -2.8364541023789752e-05 -8.3188475408447191e-05 0.00046286009683669307 -2.2474031423553967e-05 -0.00011684066182722802 0.00040376381626597269 -0.00010114367232361101 -0.0001915544397499767 -1.2694822045449632e-05 0.00054308665468348475 -0.00024928074635875973 0.00010561771125480351 1.882757187624402e-05 0.00017549967282156671 -0.000226518623645555 0.00023533330232327241 6.0133087009089727e-05
leaf_count=6776 9953 187 9434 42028 45923 1294 8361 1500 4808 203 10882 16924 916 35215 18347 1493 15589 2505 983 4264 46269 5584 164 14784 7226 17891 13021 1401 3476 14530
internal_value=0 -0.0703824 -0.0412573 -0.0629034 -0.119261 0.0484017 0.0976796 -0.155205 0.231544 -0.201255 -0.214613 -0.0797861 0.224475 -0.02396 -0.206233 0.306806 -0.106754 0.01195 0.0741823 0.0558053 -0.210866 -0.175344 -0.225311 -0.236207 0.00429492 -0.0335799 0.161278 0.049355 0.0948794 0.124979
internal_count=361931 332372 232437 190291 87290 42146 29559 99935 7595 65006 41367 34929 2416 103001 64819 6301 32513 60973 25758 24775 64616 31414 25830 25666 34551 27325 21198 8177 20511 18006
shrinkage=0.000757875


Tree=1006
num_leaves=31
num_cat=0
split_feature=785 181 1148 120 920 727 726 519 588 404 588 927 962 324 791 930 470 942 577 734 1016 1400 21 263 50 1442 1459 694 401 340
split_gain=179.845 124.864 96.9603 94.4337 77.2944 74.0134 69.7649 106.015 74.6973 68.9423 68.2988 59.1138 58.5104 58.3651 54.8348 53.3819 51.7875 51.0814 51.3854 47.8555 47.1219 45.4367 45.3702 45.2323 44.1732 43.2445 42.6792 41.752 40.6671 39.8307
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0000000180025095e-35 -0.83967173534858641 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 0.71188872395471614 0.76881834321921005 -0.31407487021714353 1.0483613175537825 1.3714217264408297 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.66595742291584703 2.231519495564001 0.49174072502200222 1.0000000180025095e-35 0.65834228227133607 -0.74582140645428674 1.0000000180025095e-35 1.6445160113075163 0.55630078546380823 0.536157752097289 0.53912233727729608 1.5035173586812078 1.0000000180025095e-35 0.54703477416996305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 -4 -1 8 12 15 13 -9 -12 14 24 17 27 20 18 21 -19 -16 -8 29 26 28 -15 -3 -2 -5 -7
right_child=1 23 4 9 -6 22 7 10 -10 -11 11 -13 -14 25 16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.4426100918140486e-05 0.00030081382178822762 -0.00016726203901874667 0.00044897745179281332 -0.00014497779561829148 5.261514030490275e-05 0.00010685758670835169 4.9105867106455518e-05 -7.1856731627676734e-05 -0.00012798369696832639 -0.0002032643356796166 0.00028256016005854563 -9.4228594079891624e-05 -0.00015775477834882151 -0.00021999141804548178 -5.9289764845788918e-05 2.4840067127084411e-05 0.00016641456238906512 -9.8192359284330163e-05 -0.00016550519923482022 0.0002632522358078129 0.00011737477321461148 -7.6769488768870141e-05 0.00022333976930420164 6.7644513307408655e-05 3.7354497321307842e-05 -5.6305948864367406e-05 -4.4110681153105494e-05 7.5981070865673725e-05 -2.9708283563297393e-05 -0.00021993167072045268
leaf_count=12551 4614 54652 1398 19176 11144 5708 9979 3227 4825 17831 5134 1227 18560 13742 18442 11439 4875 1643 14649 2152 5306 42625 10115 3060 13781 8540 12108 4540 23703 1185
internal_value=0 -0.0706284 -0.0504914 -0.0606519 0.125783 0.0996711 -0.0285831 -0.0498481 0.0712392 -0.118182 0.148667 0.265053 -0.0695587 -0.0912262 -0.0513692 0.126652 0.0284579 -0.083124 -0.0977123 0.143136 -0.0176125 -0.0662076 0.191296 -0.16503 -0.0538131 -0.192819 -0.180647 0.246918 -0.0927119 0.0632752
internal_count=361931 332372 262552 250010 12542 29559 153237 127819 25418 96773 9588 6361 118231 78942 99671 20593 28623 71048 67253 3795 23748 52604 17008 69820 56660 22282 66760 9154 42879 6893
shrinkage=0.000788493


Tree=1007
num_leaves=31
num_cat=0
split_feature=1431 728 1158 706 691 346 797 854 715 764 789 623 852 1178 50 81 595 981 705 634 588 954 276 696 4 1426 375 829 476 1051
split_gain=58.6501 55.5041 43.6112 43.6273 40.8234 42.9256 40.2734 98.2224 74.6079 42.3601 51.8552 54.6183 47.5546 42.4879 41.9343 42.9226 37.1397 35.8281 35.2951 35.2346 35.1713 37.4922 34.9017 34.0388 33.7897 33.0907 33.0651 32.9197 32.1896 31.3683
threshold=1.0099929608726099 1.0000000180025095e-35 1.0000000180025095e-35 1.5724059030450566 2.1516311091689517 2.2729813834108188 0.63961785378869596 -0.87473648844905705 1.0000000180025095e-35 -1.2985900350266149 1.1248358748350926 -0.047398826616434804 1.0747610123934368 -0.57333694926911372 0.55630078546380823 -0.86357589602648743 1.0000000180025095e-35 1.3371619616537804 1.3612027609086828 -1.328187176110053 2.250834115212506 6.099786963134739 -0.076627723128019617 -1.6750853994677897 -0.10597214402434675 1.0000000180025095e-35 1.0591309280498242 4.3216852530764838 1.1361236590950645 1.5431177218811043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 16 -4 5 6 9 -8 24 -1 11 14 -13 -14 15 -11 -3 23 28 -20 21 -10 -22 -12 -9 -2 -25 -5 -17 -19
right_child=25 2 3 27 -6 -7 7 8 20 10 17 12 13 -15 -16 18 -18 29 19 -21 22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00029307977131052691 -0.00013993623296167587 -0.00024667370010217967 -0.0001349807456539893 0.00028059015521782069 -0.00040429956574546279 -0.00047621986247311089 0.00085960861072046225 0.000728567972489232 -0.00049051937286468837 -0.00047048277160017165 0.0044592139287106007 0.00022478986626302125 -3.3361992046598715e-07 0.00087711447402745338 0.00031313246991033854 2.7271236749965712e-05 -0.00084800109663461093 0.00027600058076654368 -0.00090870088289898116 0.00067895678973180717 -0.00054980784646412506 0.0018407790256966899 0.001127776328461163 -0.00013853355134743186 -0.00014060388324889242 -0.00050350562602518895 -0.0008132584510150302 0.0032254899526190182 -0.00058511206505406114 0.002531503808528195
leaf_count=10381 35716 30537 41916 10620 8112 6383 2900 3339 22169 9069 55 56195 2503 7242 15076 35603 8362 2719 737 4539 670 183 833 16561 3083 19535 2914 151 3637 191
internal_value=0 -0.00434139 -0.0556533 -0.0144009 0.0134515 0.0191351 0.0242993 -0.0448828 -0.0843296 0.0380176 0.0463468 0.0627526 0.10578 0.238071 0.0182402 -0.0133916 -0.123192 -0.0480848 0.012783 0.181231 -0.142029 -0.16678 0.146262 -0.0835018 0.120293 -0.0904971 -0.088272 0.116751 -0.0105095 0.1561
internal_count=361931 306680 91586 52687 215094 206982 200599 33177 30277 167422 157041 134601 65940 9745 68661 53585 38899 22440 44516 5276 23855 22352 1503 19530 6422 55251 19475 10771 39240 2910
shrinkage=0.00277552


Tree=1008
num_leaves=31
num_cat=0
split_feature=785 728 871 727 125 50 72 471 878 1463 647 590 332 487 837 693 1092 519 723 547 476 1145 340 838 706 852 1454 1388 583 1462
split_gain=214.965 152.638 107.329 83.6398 78.3487 72.8992 62.9666 57.8761 52.0825 50.1263 49.279 59.8541 53.0833 48.7722 48.2482 46.7674 49.3619 54.8345 57.0171 44.893 44.6626 44.4733 41.3926 40.6933 40.45 41.1959 39.8226 39.0367 38.2135 38.1134
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.58518330826110332 1.0000000180025095e-35 -0.78513032087958678 1.0000000180025095e-35 1.6473864309851525 1.8172976979801614 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.6304501485392697 0.14161537464928345 -0.60642536953554294 2.9499917481720264 2.1420547332082829 1.0000000180025095e-35 1.4078093546699517 -1.316508667510939 1.0000000180025095e-35 1.0000000180025095e-35 -0.9764295678346876 0.62672487627420737 -0.22706799479215015 3.8331818028246452 2.4842822936867486 -0.99544907250003589 3.0530110531883921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 24 5 6 -2 9 15 21 11 -9 -12 -4 20 -6 17 -17 -19 -5 27 23 29 -3 -1 -26 -16 -7 -20 -8
right_child=1 7 13 19 8 14 22 10 -10 -11 12 -13 -14 -15 26 16 -18 18 28 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00012308332806792481 -0.00021319612379653622 1.5220015113073224e-05 -0.00010473295615495995 0.00018907369285766111 -4.862247225602298e-05 -0.00010069277633177499 -4.9669344317221018e-05 -6.753759476347011e-05 -0.00016599123914749094 5.2862762098201253e-05 -0.0001736332194852505 0.00048234480258597533 -1.9530217778534444e-05 -0.0003515313012278205 -7.3203802799686913e-05 5.9785251737001136e-05 -0.0002553664894024999 -0.00017281181337611606 -0.00013430188301669134 -0.0001635567158641548 4.36375826839132e-05 -0.00025249752660017673 -0.00019011871332587414 -0.00016506510892208386 -9.2941530780306714e-05 0.00016119487957793921 0.00054493955904646172 0.00060143667113681638 0.00033102616072333427 0.00030641335152739872
leaf_count=5567 14593 5281 42431 15968 9666 10287 40421 1500 2967 3488 16924 916 15589 3878 28767 23540 1009 780 485 1040 39444 22860 8215 33377 2683 4301 242 213 4696 803
internal_value=0 -0.0750504 -0.0468904 0.110381 -0.02588 -0.0521115 -0.113178 -0.157196 0.0471867 -0.203032 -0.0822397 0.212385 -0.108406 -0.150846 -0.0124242 0.0662068 0.102963 0.118041 0.284962 0.207032 0.0251946 -0.220875 -0.078193 -0.172129 -0.0149265 0.0824657 -0.0827744 -0.104173 0.358101 -0.0510232
internal_count=361931 332372 232437 29559 186128 142985 64032 99935 43143 65006 34929 2416 32513 46309 78953 40176 30510 29501 5961 17008 49944 61518 49439 38658 12551 6984 29009 10500 5181 41224
shrinkage=0.000804263


Tree=1009
num_leaves=31
num_cat=0
split_feature=267 785 1286 718 507 497 1467 376 126 651 942 470 930 728 1047 694 906 747 359 210 1223 1298 747 620 791 395 693 741 929 660
split_gain=58.8612 57.0993 50.6121 65.4049 95.2444 69.5594 62.6156 55.7753 55.594 53.8897 53.7189 53.332 49.9841 49.7162 46.2672 46.1707 45.7312 40.8305 40.8185 40.3727 39.2769 40.9891 45.6434 39.6472 38.5212 37.3079 37.0228 36.4513 36.3675 34.7939
threshold=1.0000000180025095e-35 -0.86283290253235112 0.78161905918100072 1.7690287660176487 1.0941628986121894 1.4259687459988883 2.6212945108504591 1.2189113891555967 1.0000000180025095e-35 1.1107569744011787 1.3389284674382023 0.66595742291584703 1.0000000180025095e-35 -0.49008176997875957 -0.73610836499388632 1.2927572326739147 0.088048975177561148 1.6274895855248437 -1.3772428118715181 -1.3915117760323767 1.0000000180025095e-35 1.0000000180025095e-35 5.463800022901057 -0.43590413231259101 1.0000000180025095e-35 1.0000000180025095e-35 -1.4851168090332081 -0.65696253498209489 1.0000000180025095e-35 -0.72421686037558375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 5 9 6 8 -7 16 12 19 14 26 -1 -10 -6 29 28 -17 -4 21 22 -16 27 -13 -2 -5 -22 -12 -3
right_child=25 2 10 4 15 7 -8 -9 11 -11 17 24 -14 -15 20 18 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00057759703877155303 -0.00057962664258128958 8.4855752369135607e-05 -0.00076515777518095429 -0.00020413995309344463 0.0018329799982849987 7.183133665768194e-05 0.00057477885469005643 0.0010428040830531349 -0.00064100115101181968 -0.0007539885560731807 0.0010091989926180689 8.3080486255865418e-05 -0.00013596343212542305 0.00037127331583282293 -0.00071125901773813724 0.0033680141691734499 -0.00053869813731805601 -0.0014617644339008867 0.0002872925826244035 0.00010105411135758735 -8.8520839712960704e-05 -4.6922324319104486e-05 0.0029362492922961384 -0.00014329797759386048 0.00088302051824856059 -0.0001263627500739093 0.00068422057849748194 0.00071072589941555283 -0.00033227269888664565 -0.00031533618614296556
leaf_count=2908 21986 14358 3384 3543 1782 15343 4631 3045 11298 3655 5225 9204 15028 23486 13816 216 41069 344 2743 45010 3930 12257 133 14586 3208 23400 9191 6319 1081 45752
internal_value=0 -0.00562841 -0.0153852 -0.0304572 0.0564271 -0.0471246 -0.0623602 0.0733548 -0.0699188 0.00899109 0.0438932 -0.0245041 0.0437059 0.0879242 -0.0552218 0.332624 -0.107424 0.216406 0.161895 0.0167769 -0.0288453 -0.0975387 -0.207109 0.0285988 0.0931013 -0.100438 0.148911 0.126849 0.254671 -0.0680192
internal_count=361931 316545 290151 235107 36158 198949 180561 18388 175930 31417 55044 74751 27762 26394 62339 4741 101179 6650 2959 48394 51041 26206 13949 24835 12412 45386 12734 10249 6306 60110
shrinkage=0.00312569


Tree=1010
num_leaves=31
num_cat=0
split_feature=51 1423 1371 795 728 821 854 797 797 857 650 705 588 989 423 1469 852 771 660 340 659 1016 1449 67 626 21 487 616 588 1049
split_gain=57.7313 51.9393 47.6999 43.4049 57.5566 56.3822 51.7906 129.096 54.6481 53.3923 47.185 43.7536 46.9362 42.3895 41.7234 41.3881 41.1054 41.4284 39.6561 39.1406 38.8084 37.2721 36.6318 36.6172 38.7836 36.468 35.8139 40.1804 35.715 35.2652
threshold=1.0111847875080273 1.0000000180025095e-35 3.4357416210103824 -0.29258408639884992 -1.3163276726681863 -1.0305144854359449 -0.87473648844905705 0.63961785378869596 0.63961785378869596 -0.49205703050329141 1.6923072129381651 0.28191752204954684 2.250834115212506 -0.86160277807608832 0.36969867185407429 -0.95652820086619317 1.0747610123934368 1.8821439160418587 -0.72421686037558375 1.3931997016493665 2.2359170208873898 2.6153699637890528 2.4498220593785009 0.77035905420283102 -0.72860298360303677 -0.13431221002227373 0.67534146174254051 1.0000000180025095e-35 2.250834115212506 -0.8400934294897805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 22 7 -6 20 13 15 14 16 -10 25 -5 17 18 -13 -20 21 -8 26 29 -25 -7 27 -1 -11 -2
right_child=23 -3 -4 4 6 11 8 -9 9 28 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00011124327353540398 -0.00076042208281181553 -0.00020928725642463218 -0.00098424919550219405 0.00078109551555666712 -0.00030524067232972886 0.00043355024711341577 2.2764117379350422e-05 0.0013512030776284677 0.00049044832922047368 -0.00024094933309586834 0.0012222238935855785 0.00048761718652451966 0.0011768099843146144 -0.00086361715150600957 -0.00031221751381955656 -1.0465440086563521e-05 0.00085248492302544452 0.0006405187335427004 3.5268299276966648e-06 -0.0013019523757416521 -0.00076612345496914792 -0.00081811735945202537 0.0010423516825286061 -0.00087897933619613517 0.00077465366931494238 -3.4653951111286783e-05 -0.00072419983471169345 -0.00064394748107379025 0.00092933821713785483 -0.00024020752538700746
leaf_count=15847 11554 62436 3070 3454 5151 14255 62846 3247 1105 17333 2125 7622 2740 11877 11039 13102 5128 8468 17729 1412 3715 2380 1106 1003 2741 15732 7409 5539 1080 39686
internal_value=0 -0.00362933 0.00989351 0.0128321 -0.0150028 0.0443154 -0.0351405 0.123127 -0.0498941 -0.128173 0.0937215 0.0702639 0.117344 -0.235541 0.0191795 0.0550883 0.0982132 0.0714982 0.0308882 -0.023183 -0.0154847 -0.00349258 -0.0491731 -0.088857 0.121178 0.0593416 -0.0681318 -0.0226196 -0.0479032 -0.107918
internal_count=361931 306947 244511 241441 127415 114026 108734 8398 100336 31395 18681 84125 43099 12982 41026 16556 40359 35231 26763 19141 68941 65226 29901 54984 3744 29987 28795 21386 18413 51240
shrinkage=0.00312569


Tree=1011
num_leaves=31
num_cat=0
split_feature=785 181 1235 728 727 852 705 1467 1181 476 21 633 590 1176 263 768 539 727 540 934 784 971 1459 829 497 1091 1154 706 1465 476
split_gain=187.043 136.065 106.768 85.0829 72.4845 69.1462 63.028 62.7535 61.2893 57.5223 55.7696 50.7967 100.848 54.4374 49.6113 49.3137 47.2186 76.5166 47.1253 45.9213 44.7103 43.1583 43.0502 41.5341 41.1078 39.951 47.7063 39.3305 38.9038 38.777
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.94625487755706195 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.4468603195482965 4.0242090356330973 -0.29961249543029389 -1.316508667510939 -0.70163543588998201 2.2512632397278991 0.58895901036483078 -1.3887198535385141 1.6445160113075163 -0.61497184344614475 0.6695026854463163 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 -0.8891902375834092 0.53912233727729608 2.432312493499269 -0.50504496282864053 1.0000000180025095e-35 1.0000000180025095e-35 0.99377002365102085 -0.51923091368911811 -1.0099296266851885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 5 27 16 9 8 15 -7 25 13 -13 -5 22 -2 17 23 -15 -19 -11 -6 29 -4 -21 26 -10 -1 -23 -3
right_child=1 14 3 11 21 6 -8 -9 10 20 -12 12 -14 18 -16 -17 -18 19 -20 24 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.9038863095089224e-05 -6.799060392729304e-05 -0.00026281193300609708 7.270950188360363e-05 0.00020405906597141413 -0.00010293166494450203 -0.00011979731479648823 0.00021866816276598883 0.00037398033436414704 -0.00044074652775857664 1.544814871929528e-05 -0.0001077823421423507 -8.6716642733544014e-05 0.00062181161315068799 -0.00015950258598870521 7.8108830705310168e-05 -0.00022451114371585868 3.4744807157126318e-05 -0.00022817112639183655 -4.3361534240777648e-05 -0.00020630297739464894 0.00012068871599127051 6.3292236841933845e-05 -4.6087338347663452e-05 -0.00035974764130921244 -1.8110979205561319e-05 0.00011800648171272718 2.6280741625675616e-06 9.6996731743365016e-05 0.00024414957425073359 -0.00014034885562769225
leaf_count=7451 11698 17366 9761 2018 1561 8587 4579 747 1740 56560 25883 1998 768 28424 3060 24073 12729 10678 20485 5673 12863 5040 12108 843 11038 7678 3729 5100 10407 37286
internal_value=0 -0.0677111 -0.0466901 -0.021296 0.105664 0.00490464 0.0405206 -0.124334 -0.132313 0.026649 -0.0727119 -0.100879 0.184986 -0.118461 -0.166224 -0.21041 -0.0583382 -0.100386 -0.133824 -0.163755 0.0443292 0.195983 -0.182528 0.0540023 -0.0947116 0.0491084 -0.114597 -0.0110936 0.230358 -0.214122
internal_count=361931 332372 262552 187004 29559 133311 82589 75548 74801 78010 39030 53693 2766 50927 69820 35771 50722 37993 48909 27389 69423 17008 66760 10604 16711 13147 5469 12551 15447 54652
shrinkage=0.000804263


Tree=1012
num_leaves=31
num_cat=0
split_feature=1430 1160 1469 1436 1289 1290 620 1023 1154 1429 1441 915 623 846 76 1375 210 600 555 1470 907 556 890 1318 419 1438 777 1355 389 822
split_gain=58.4282 117.636 58.3306 51.0508 47.3919 55.9135 48.2479 44.7951 40.5746 50.2016 40.1573 38.0805 36.1381 35.1452 33.9042 32.7557 32.6393 32.7371 31.7257 31.3972 33.7078 30.3854 31.3736 29.8916 29.3243 29.0578 29.0995 29.0546 28.9708 28.3374
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0000000180025095e-35 0.47721697111235356 1.0000000180025095e-35 -0.43590413231259101 0.36003600613833892 1.0000000180025095e-35 1.13172262110474 1.7193014468115779 -0.69634109810039713 2.0106800032934848 -0.54805991195048998 -0.16134411797310338 1.0000000180025095e-35 -0.92862984489425726 1.9298763698135348 0.12337522596364027 -0.069427565105718306 -1.2514280968982125 0.5834999718291386 -1.0182342416987082 0.010728667236831 0.31682978451069521 0.73556760293882195 0.21405559282400352 0.78446141766648569 0.87707395870045979 -0.62135608139798226
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 8 5 6 -2 14 9 18 12 15 16 -8 -3 -1 -7 24 25 -20 -21 22 -5 28 -18 26 -4 -9 -13 -29
right_child=4 7 3 21 -6 10 13 27 -10 -11 -12 23 -14 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0020320994006632585 0.00028131765796243535 5.2675685994768768e-05 -0.00045607034540541086 -0.00091838000402413649 0.00024526725830367692 -0.00072717860146103211 0.00017237877569211115 0.00012866303807906182 -4.2886769972493549e-05 -0.0015026512610559076 -0.0011593123931523462 0.00085865423984231022 0.00078628774594222638 -0.00014805833480722457 -0.00030711882818995552 -0.0021628124837856492 -0.0002180845770210673 -0.0007870545844246438 -2.7958275614413642e-05 -0.0033219731868765171 -0.00060869647763911114 -0.00078789586870927904 0.0003168424471779473 -0.0010919041986890885 0.00028590068393379703 -0.0012820937502855871 -0.0012843831181914968 0.0001348909026757595 -0.001026391520911061 0.0011967675692096645
leaf_count=730 32370 29981 15764 2077 41254 7512 26216 23019 7119 7371 2712 1581 1776 52934 28839 101 20762 4053 9592 368 8178 3155 7633 858 8236 7695 5126 2087 465 2367
internal_value=0 -0.048955 -0.126776 -0.147149 0.00972908 -0.00800631 0.0175565 0.00297997 -0.182824 -0.211021 -0.0762959 0.118997 -0.0598681 -0.0124682 -0.0351868 0.490405 -0.0744052 -0.0465812 -0.18353 -0.103822 -0.220144 -0.0141307 0.0444087 0.00402018 -0.0213029 -0.244242 -0.19219 0.0702145 0.133211 0.220181
internal_count=361931 164106 77813 74078 197825 156571 111520 86293 61213 54094 45051 3735 42339 79150 58820 831 40563 33051 46723 18138 8546 12865 9710 2904 28998 28585 20890 27473 2046 4454
shrinkage=0.00325197


Tree=1013
num_leaves=31
num_cat=0
split_feature=785 332 395 471 728 728 203 1449 1065 522 12 21 1430 713 930 1029 1013 1307 872 338 1097 1465 1458 651 677 533 457 1457 1467 1466
split_gain=199.501 138.54 223.338 124.188 80.9621 80.5586 65.8584 61.3926 59.5411 55.2233 54.8842 50.6062 48.4404 47.5454 50.5062 50.1955 47.0664 51.5083 46.7612 46.5609 55.519 46.969 58.6344 45.5385 44.5213 81.0956 42.1879 42.3166 40.9435 41.0616
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 -0.49008176997875957 -0.49008176997875957 1.0605395091208547 0.74561756370782817 1.0518754624258557 -0.71745339412579689 -0.59727736220901595 1.0000000180025095e-35 4.2254883379486126 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.54050183860820311 -0.69391358866071406 3.0757328524286596 -0.98257908251360637 -1.2571877020351898 -0.51322729858334903 0.084403803362298288 1.1107569744011787 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5723103033889971 1.4133641467104867 1.2223366005631067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 9 -1 -2 7 12 10 -3 -5 19 -7 14 15 -11 17 -4 26 -6 -21 22 -22 -10 25 -13 27 -15 29 -18
right_child=1 3 16 8 11 6 -8 -9 23 13 -12 24 -14 18 -16 -17 28 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015954498682133392 -4.9766005319502845e-05 -1.4664948852976838e-06 -1.1208381250432105e-05 -4.5961094979706848e-05 -0.0001523459046969417 -0.00021946135513850831 -0.00035431950549637996 -1.8986088660662509e-05 -2.6563316305132365e-05 0.00019310432815090579 9.0329686626176633e-05 -6.0522371299056009e-05 0.00084543209259413453 -9.5463874185541112e-05 -7.9828483913780827e-05 -5.0831447673604616e-05 -1.5902600747164916e-05 -0.00010611330485075605 0.00038188982389489426 -0.00021892952701713623 -0.00020327439847063142 0.000228784193948932 0.00028336385613124502 -0.00033301021872143675 0.00025838857149828285 0.00026323080199317986 -0.00019315824567255792 8.2972378244599586e-05 0.00030108414435636672 0.00026417481945550453
leaf_count=3396 12852 38930 28538 9440 2603 37889 15928 6486 4949 4662 32869 3985 94 50144 11123 4339 14507 36738 458 1238 1711 4681 899 1384 7626 3420 14717 3595 1334 1396
internal_value=0 -0.0686581 -0.12341 -0.0300961 0.110396 -0.239042 -0.283995 -0.240275 0.054238 -0.0683437 0.0821624 0.147094 -0.283306 -0.0997379 -0.00940195 0.110237 -0.052182 -0.0799563 -0.129001 0.0430774 0.114779 0.181667 -0.0398345 -0.123256 0.225957 0.115606 -0.13444 -0.108431 0.0488061 0.0163445
internal_count=361931 332372 155762 176610 29559 73249 60397 44469 48642 127968 42309 26163 37983 89038 20124 9001 82513 65276 68914 11132 8529 7291 2610 6333 15031 7405 68456 53739 17237 15903
shrinkage=0.000757875


Tree=1014
num_leaves=31
num_cat=0
split_feature=50 332 533 140 540 810 1469 928 616 675 699 725 1449 978 728 751 1023 785 12 394 503 1290 629 740 126 330 185 418 1371 1384
split_gain=57.1518 89.796 74.2981 56.4383 55.5774 58.2755 46.034 43.8851 43.7376 42.3765 39.2501 39.1584 39.1247 38.9324 35.7107 35.3182 34.9102 38.0255 33.9551 33.7035 32.8925 32.8726 32.8524 34.3555 33.2402 35.7347 32.8156 32.8118 32.4367 32.4066
threshold=0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.43962559229457338 0.35001124564692748 -0.65819684525605759 1.7225881306221138 -0.97827964681891932 1.43551010981503 1.0000000180025095e-35 1.0515789206008181 -1.7381742991555973 0.71251893840138358 -0.90722848977789705 -0.49008176997875957 1.3125698612407326 7.4366709976304533 -0.38035204659413802 -0.19538038825947626 1.0000000180025095e-35 -0.51835522048902893 1.8124611990991408 1.7152085040206202 2.6399776226761449 0.70880289725806289 0.44542865074340127 0.45051850460492232 3.6708388913357499 3.4357416210103824 -0.65557503362451663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 9 10 -7 -4 15 21 -10 14 -9 20 19 17 -16 -11 -6 -5 28 24 -24 26 -26 -2 29 -3 -19
right_child=22 4 8 12 5 7 -8 13 11 18 -12 -13 -14 -15 16 -17 -18 27 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00087611310002012898 1.4909051109952414e-05 6.4635210566358478e-05 -1.9660821569308602e-06 0.00097486911301632357 -0.0010835761398611647 0.0012159274443057583 -0.00070848897878484783 -0.00065364971097665826 0.0031234449895105485 -0.00036044219721154342 -0.0004319976955588779 -0.00095974588897687738 0.00021784450285788638 0.000400208745515946 -0.00026677214893403397 0.0010133122104596952 0.0049560709122139449 -0.00026711286595331189 0.00048545313794967469 0.00012057069466538121 -0.00029468525384376745 -0.00064624432454024887 -9.8278169373136118e-05 -0.001339979197940068 0.00030450220735576099 0.0013079396564976413 0.00042587167451759844 0.0056124585051326838 -0.0014669019468355356 -0.0011275722279407384
leaf_count=27386 53974 75956 47159 1997 3955 2967 7448 2437 115 3767 15026 5625 7545 22047 14082 605 43 5442 6117 1663 4444 4806 5836 1571 7542 2229 13011 70 1148 15918
internal_value=0 -0.0318553 -0.0831002 -0.14129 0.00226909 0.0621846 -0.0278241 0.121203 -0.0208954 -0.0336287 -0.0151827 -0.237797 -0.0940199 0.0914307 -0.127354 -0.164578 -0.162824 -0.167137 0.0487512 -0.21539 0.0360279 0.00344667 0.0330562 -0.103508 0.046107 0.156061 0.0281391 -0.250968 0.0139699 -0.25766
internal_count=361931 277768 129826 76927 147942 43558 104384 27451 52899 16107 96936 5740 49541 24484 41996 6223 35555 35512 9884 5618 6441 81910 84163 7407 76756 9771 66985 21430 77104 21360
shrinkage=0.00345101


Tree=1015
num_leaves=31
num_cat=0
split_feature=1431 125 50 267 885 1081 630 858 471 1167 194 1449 785 1470 738 460 21 1185 1225 83 1450 423 276 906 651 927 1467 12 1469 632
split_gain=56.3495 56.7015 66.5684 67.1738 57.2731 56.9357 51.341 49.4896 48.8953 46.1967 49.9184 48.0152 45.2453 39.2839 38.3972 37.3364 37.3089 40.1307 36.1925 35.7748 36.8153 34.3014 33.5009 32.1643 31.6138 31.422 31.2725 31.2016 30.7048 35.0622
threshold=1.8641952677858011 1.5320262332576917 0.55630078546380823 1.0000000180025095e-35 2.9080136987884808 1.0000000180025095e-35 0.034761250889893243 1.0825608069246189 1.0000000180025095e-35 -0.66057125917176163 1.0000000180025095e-35 4.2566774641956151 -0.86283290253235112 -1.1535394197080833 3.5871651185081377 1.4788238215056537 1.0000000180025095e-35 -0.91504413462338441 1.0000000180025095e-35 -0.79899372953990555 1.0705616865759604 0.15227105959481257 1.7404623476930527 -0.70224055742284952 1.1107569744011787 1.0483613175537825 -0.64269771874189019 -0.16880868750248187 -1.3263328046252252 -1.1443362738514475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 9 13 8 -3 10 11 -1 -11 23 -4 18 19 -18 -8 20 -14 -15 -21 -7 -9 -10 -6 -28 29 -5
right_child=-2 4 14 28 26 6 15 24 25 12 -12 -13 16 21 -16 -17 17 -19 -20 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00045847681608310792 -0.0006008204477318934 6.1324691693675031e-05 0.00015045549399353531 0.0055386590555321887 0.0013527514494252014 0.0014248320031408574 -0.00025088031776890259 -0.00016089301503258307 0.00097379904765130122 0.00080290125090438978 4.5581442104830958e-05 0.0041413954314191495 -0.00047319680649219616 -1.2211230775078745e-05 -0.0021885700912748756 -0.0012604447246625499 -0.0012544904864518884 -5.1413202522903826e-05 -0.0010547047720014021 0.00033024364845865762 0.0011334132203066204 -0.00058400612202300995 0.0015315458533672144 9.2915294989576766e-05 -0.0021675506624429276 -4.7368960392387515e-05 -0.0048411590583760326 -0.0012598001486282026 -0.00061682642092424306 0.00035422379002931608
leaf_count=32233 16755 9291 75013 100 136 1784 20383 2671 10405 5810 32279 118 8221 23515 514 6960 2420 26191 6477 26196 1198 13568 1697 3609 598 1999 210 385 30708 487
internal_value=0 -0.00848872 -0.0176423 -0.0377354 0.0836784 -0.0244718 -0.0788407 0.101133 0.13658 0.00175086 -0.0427769 -0.115446 0.0402598 -0.0259975 0.0365471 -0.153611 0.0223309 -0.0363669 -0.115861 0.0708423 -0.0625932 -0.0559241 0.108216 0.146419 -0.136236 0.216091 -0.456725 -0.657748 -0.15129 0.324453
internal_count=361931 345176 319481 243954 25695 212659 76296 24964 21695 136363 64630 32351 71733 42476 75527 33820 65923 28611 26860 37312 9419 37083 27893 5393 3269 12404 731 595 31295 587
shrinkage=0.00373549


Tree=1016
num_leaves=31
num_cat=0
split_feature=1147 1457 1462 51 1030 785 1357 21 885 1450 1454 1455 60 1451 944 1458 1463 1467 1259 1450 816 907 263 980 1449 727 748 1469 971 954
split_gain=54.4882 50.7768 56.9216 52.7149 47.437 47.8238 46.3145 51.2371 60.0096 49.3192 55.0382 46.8494 46.4549 45.4362 43.5888 43.4815 41.5044 50.2182 42.6332 41.4553 40.7502 45.2331 51.3805 49.066 44.5915 39.7178 39.5602 38.9841 38.3489 38.2939
threshold=1.0000000180025095e-35 1.5416109563948532 3.4653406265423476 1.8613588887694643 2.7042904249467168 -0.86283290253235112 1.3962008022525787 -0.70163543588998201 1.0000000180025095e-35 -0.54877514458847465 0.95531609900580594 2.0663805890193063 3.4231397208058323 1.1513566605169052 0.53713281317862982 0.94026471314454818 1.8172976979801614 4.808695702623436 0.54544691262784495 -0.35950514493807501 2.9000507500104784 -0.89587670966412791 1.6445160113075163 1.114765214040659 0.3944778488886852 1.0000000180025095e-35 2.3188760003929425 1.510147188037138 -0.87707289916611197 5.4609056438767345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 25 7 9 -9 -7 12 13 16 -12 -3 -13 17 18 -11 -18 21 -10 26 -24 29 -1 -23 -26 -27 -22
right_child=-2 14 -4 -5 -6 6 -8 8 20 10 11 15 -14 -15 -16 -17 19 -19 -20 -21 24 22 23 -25 27 28 -28 -29 -30 -31
leaf_value=-2.7714288383999985e-05 -0.00024673832910071839 0.00015561156064203662 0.00076388860118535064 -0.0005725120475711849 -0.00050898446367736807 -0.00021240464727871185 -0.00041080880046587612 -0.00025863278615702551 0.00039740500686293441 0.00056305162977786361 -0.0015143355104200542 0.0038288825262319552 -0.0021327814203029646 0.00045437823089840155 0.00093737003904982802 -0.0011443553130224588 0.0041966704899294707 0.0050637195824421236 -8.347669435561982e-05 0.0010904830184245949 -0.00055368348273800139 -3.9890847784581014e-05 0.0008519190812390253 -0.00066899766593618614 -0.002599825054455772 -0.00072285991156250708 -0.0012017163339246143 0.0029128329118139539 0.00068168248845243396 0.0022741979431899683
leaf_count=9007 71440 13923 3981 12194 13293 11718 19556 59021 15776 20225 1998 181 575 842 4349 138 228 83 8444 1482 2285 69854 4585 1054 729 992 1931 69 11773 205
internal_value=0 -0.000808684 -0.0089286 -0.0132519 -0.00714896 -0.000938759 -0.0112637 -0.00216823 -0.0206263 0.0655146 0.10841 -0.16958 0.138325 -0.269332 0.10688 0.560827 0.148115 0.126292 0.119943 0.470337 0.0109878 0.0193428 -0.00238071 0.175204 -0.221599 0.0934004 -0.0196921 -0.657854 0.173857 -0.0810337
internal_count=361931 290491 272219 268238 256044 242751 220979 201423 155509 45914 34196 3159 31037 2840 18272 319 30462 28752 28669 1710 96488 93200 77424 5639 3288 21772 71785 798 12765 2490
shrinkage=0.00325197


Tree=1017
num_leaves=31
num_cat=0
split_feature=785 728 1431 784 519 727 788 544 921 727 647 590 846 723 938 788 827 815 1452 1016 635 678 832 146 138 694 859 485 11 497
split_gain=147.315 148.52 95.3232 80.9502 75.0859 89.4522 67.6387 67.198 60.693 65.3617 51.3538 127.786 51.1427 50.5237 84.9363 70.4959 63.9949 62.5855 54.9876 49.5885 45.6279 44.5051 42.9578 41.8166 44.6344 40.3819 39.9183 38.9276 38.0222 37.351
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 0.9594655836162902 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.0000000180025095e-35 1.0000000180025095e-35 0.38349571241217301 -0.36836247429892682 0.67237773758774566 0.62995620057108082 0.65834228227133607 0.92532449650630988 0.34708990927187483 1.6012287785154122 2.2368666814773395 -1.0321883268519072 1.2615335103024639 -0.98545034728205338 1.3228158288677994 -0.43004099918132083 -1.152689478340754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 13 -6 -7 28 -5 -10 11 -3 -12 16 15 21 18 19 -2 20 22 -15 29 -14 -25 27 -11 -18 -1 -17
right_child=1 10 -4 8 5 6 -8 -9 9 26 12 -13 23 14 -16 17 25 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.2207827195925754e-05 3.8216354877735144e-05 -0.00011188100539629959 -0.00011481377380991843 1.7333019029589419e-05 -0.00016871206672778113 2.5522360997316188e-05 0.00028183224571833872 -5.573021993105624e-05 -0.00016824516576092118 0.00052916147909837057 -6.178973889726877e-05 0.00042968604886687596 -0.00016105414971266291 -0.00011728564923217673 -0.00013559718947597909 -0.00037019647070983563 -7.2615385122819618e-06 0.00020780865855677031 0.00027761959992615286 0.00014475086377538035 0.000176001451870494 -2.4686555886054019e-05 -0.00044039056901724665 0.00070841527433439732 -1.5889062013539577e-05 -9.9397330505246093e-05 0.00018563764194151657 0.00027697847929011914 0.0001532110403120703 -3.216593610460628e-05
leaf_count=6576 11433 4821 35150 29126 2588 4494 4274 8361 1119 926 29774 1384 62243 24958 32857 1363 9038 3837 2830 3968 1976 28649 1128 277 1436 15726 4670 1247 14622 11080
internal_value=0 -0.0678219 -0.0399719 -0.0229394 -0.0443078 0.109781 0.201497 0.0866481 0.0661305 0.238437 -0.149127 0.0494892 -0.164577 -0.0585135 -0.0830113 -0.0456861 0.00715277 0.0532794 0.120511 -0.00174561 -0.0641676 -0.0885119 -0.11358 -0.205033 0.138813 -0.0590036 0.324301 0.0412209 0.147641 -0.0795526
internal_count=361931 332372 232437 197287 161446 11356 8768 29559 35841 6715 99935 6205 93730 150090 109816 76959 40274 23352 14263 19515 15547 53607 13571 63956 1713 26011 5596 10285 21198 12443
shrinkage=0.000743015


Tree=1018
num_leaves=31
num_cat=0
split_feature=785 728 1235 288 784 727 1470 677 1016 1255 852 388 647 590 784 705 513 498 583 507 21 981 1469 275 706 852 1124 900 596 638
split_gain=188.773 133.622 93.261 84.6685 82.093 74.7602 65.0841 60.2385 68.368 58.6848 58.3496 53.1765 52.9418 122.467 52.6904 52.8981 61.1345 47.8258 47.3633 44.879 44.4022 43.6676 42.3602 44.9011 41.4063 41.6778 41.3235 40.1887 39.8664 41.3618
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.94625487755706195 -0.88954490044674173 0.9594655836162902 1.0000000180025095e-35 -1.1535394197080833 1.0000000180025095e-35 1.0000000180025095e-35 -0.052018757798867499 1.0747610123934368 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.37185795862114152 1.0454229551509682 1.4771131805732707 -0.55326332990463356 -1.0861700333034265 1.0000000180025095e-35 1.114893684578806 -1.3263328046252252 0.4022431516292117 0.62672487627420737 -0.22706799479215015 4.2367591710428538 1.8636825236010697 3.0920830256423057 -1.9689564536147179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 -4 7 24 -2 8 -5 -8 27 12 13 -3 15 26 17 19 -18 -17 -7 -16 23 -14 -1 -26 -9 -6 29 -24
right_child=1 11 3 4 10 20 9 14 -10 -11 -12 -13 22 -15 21 16 18 -19 -20 -21 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00012684888910692414 6.2364930405304003e-05 -9.9421155642893304e-05 -0.00012534206119113199 -0.00014388254613594201 2.2777503099320903e-05 5.3248614049905191e-05 -0.00018457481060372895 -3.0629688930487996e-05 -1.3941558772479834e-05 -6.4655721101783615e-05 0.00024405696814892137 -0.00022503269405072792 0.00088296971665931181 0.00051523193622127 -7.8672130142517499e-05 0.00026356688760407614 -3.5224479143519205e-06 0.00024961821967863868 0.00036142218411288105 -1.9370270455238377e-05 0.00022828349796377365 7.9644119484283577e-05 0.00037631053805304296 -0.00042436083109650291 -9.554156797055008e-05 0.00016093556081900022 0.0011006082601901475 0.00030405106690999616 0.00029672311357744924 -0.00012792553956650137
leaf_count=5567 6799 3918 21961 27562 20123 6893 30839 15925 26310 28817 4525 20295 220 1190 22204 1671 1187 2499 3271 11882 10115 5403 469 102 2683 4301 75 1384 645 73096
internal_value=0 -0.0736188 -0.0472469 -0.022365 -0.00519789 0.100884 -0.123806 -0.0295 -0.0876351 -0.150723 0.0979841 -0.150742 -0.126129 0.0912853 0.00960472 0.0597567 0.124888 0.0670208 0.326729 0.0187074 0.192942 -0.056715 -0.143449 0.587195 -0.0177545 0.0811587 -0.0302814 0.0524808 -0.147901 -0.15386
internal_count=361931 332372 232437 165982 144021 29559 66455 117989 53872 59656 26032 99935 79640 5108 64117 36510 20510 16052 4458 13553 17008 27607 74532 322 12551 6984 16000 21507 74210 73565
shrinkage=0.000804263


Tree=1019
num_leaves=31
num_cat=0
split_feature=545 785 1442 803 470 464 718 681 713 1097 567 843 1361 666 609 1008 1464 854 1436 728 1459 1452 1447 57 1298 633 735 1455 1430 1465
split_gain=161.881 138.454 110.107 83.4923 80.9921 80.3701 67.4075 61.3424 60.738 59.8965 59.4249 51.9819 51.8801 50.8357 73.3287 47.7696 46.6205 45.4787 44.9657 44.5494 44.5187 46.5634 44.1197 42.155 41.9571 40.2541 39.237 38.7404 38.3636 37.9642
threshold=-1.0372938969678034 -0.86283290253235112 -1.2625182715263061 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.0159173274103563 1.0000000180025095e-35 1.0000000180025095e-35 -1.2571877020351898 1.7811711699895054 1.7594804287203607 1.0000000180025095e-35 0.45873907618427312 1.6285028476148826 0.49770748366498269 -0.055861328723445854 -0.87473648844905705 0.60428344764309971 -0.49008176997875957 -0.33635779137711869 -0.61117259473543639 1.2420411362750934 1.0000000180025095e-35 1.0000000180025095e-35 2.2512632397278991 3.1554326354961759 0.35881941651261778 1.0000000180025095e-35 -0.41120921193798426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 8 12 4 5 6 18 15 -2 -10 11 16 24 -5 19 22 20 -11 28 -15 21 -6 -1 -22 -3 -12 -7 -17 -4 -19
right_child=1 2 3 13 10 26 -8 -9 9 17 25 -13 -14 14 -16 27 -18 29 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013518333340674957 -0.00016096440607829131 -0.0003647343441120092 -0.00025976132389331425 2.8508984200292356e-05 1.9212125981109935e-05 -3.1962137879381134e-05 5.4264966017361028e-05 -0.00023483531061201256 -0.00013979696894806932 0.00034177273434564159 9.1939870648497811e-05 0.00011859533198586607 -7.6073694830967409e-05 -4.2995337996424188e-05 -0.00053971886133064701 -6.5525554189128975e-05 2.1962904951008661e-05 2.3193738835677046e-05 -2.5181516180730796e-05 0.00037716917098987846 -6.5419526587325724e-05 -0.00014403331429925471 2.5543550739427397e-05 5.3668795560174272e-05 -0.00014611146856296798 0.00045782958175640622 0.00031574971392810732 0.00010782391250391758 -0.00012447021504853086 0.00016510072849787495
leaf_count=52855 2452 6847 20166 7061 5580 44706 5122 14737 2093 2307 6505 6336 23231 689 268 15943 34671 7596 5824 3061 16674 18126 5172 12785 9104 690 721 5352 13370 11887
internal_value=0 -0.0279666 -0.0451192 -0.0265068 -0.0376762 -0.0907635 -0.173748 -0.143038 0.114214 0.144642 -0.00048164 -0.014811 -0.161893 0.144565 0.322056 -0.119437 -0.0284413 0.177196 -0.213547 0.39247 -0.0678108 -0.136206 -0.155043 -0.0146083 -0.282986 0.171459 -0.0334515 -0.0211447 -0.25553 0.144543
internal_count=361931 267872 241537 202355 191276 89909 44482 94059 26335 23883 101367 94172 39182 11079 4018 79322 87836 21790 39360 3750 53165 23706 58027 29459 15951 7195 45427 21295 33536 19483
shrinkage=0.000757875


Tree=1020
num_leaves=31
num_cat=0
split_feature=785 728 1445 784 815 1016 921 727 727 678 471 1463 606 795 547 830 1466 494 752 727 885 1145 1436 838 1071 788 1097 706 852 332
split_gain=187.367 130.088 97.694 96.5873 89.6649 97.6171 75.0016 74.7671 62.1126 59.1134 53.857 49.8258 48.5144 46.6266 46.4834 46.4482 45.8584 45.7881 45.3645 51.8485 46.7616 44.3387 43.0477 41.2761 41.1814 45.1246 40.287 40.0951 41.0972 39.3865
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6380901172106308 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -1.5722412400100421 0.34708990927187483 1.0000000180025095e-35 1.8172976979801614 2.1543936751333881 1.0000000180025095e-35 1.4078093546699517 1.6405209124780595 2.2763907064872897 -1.2572383587021254 -1.385907308364305 1.0000000180025095e-35 6.1053019920877674 1.0000000180025095e-35 1.0000000180025095e-35 -0.9764295678346876 0.69084194168817237 0.38349571241217301 -1.2571877020351898 0.62672487627420737 -0.22706799479215015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 18 -5 27 -8 13 11 21 29 17 -9 -10 26 -6 -2 -20 22 23 -21 -3 -11 -26 -7 -1 -29 -12
right_child=1 10 -4 6 9 16 8 14 15 24 12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00012606387719695449 -0.00039323419785727999 2.3195613497653846e-05 -0.0001445686750502665 1.197048520227815e-05 -0.00017661612321359757 -0.00016751888571705294 -0.00016087677697900282 0.00017676810918500002 0.00020290089383362343 6.9704929782225613e-05 -0.00014928374662041968 5.90484462230908e-05 0.00029684294341268496 -0.00012258629956940649 -0.00018248119315598805 0.00060010079664091481 0.00025042498571138558 4.4928145368562468e-06 -2.526158048170363e-07 -0.00027492557310350744 0.00060775191965487072 -0.00024604270121528595 -0.00010161964237211429 -0.0001587450644476471 -0.00014056751853879941 0.00018756802200469986 -2.5576439398268364e-05 -9.660542940626486e-05 0.0001575378907637008 -1.9456086325156653e-05
leaf_count=5567 5437 5281 30890 30210 5277 8539 1119 15968 4949 26051 17661 3488 1066 16984 1040 923 1329 35185 5691 15722 157 22860 7772 33377 5186 1327 29689 2683 4301 16202
internal_value=0 -0.0744922 -0.0485099 -0.0333435 -0.0565267 -0.117786 0.0613522 0.0990713 0.247886 -0.0151136 -0.150521 -0.194861 -0.0781033 -0.0573979 0.191018 0.328245 -0.0511809 -0.0192875 -0.220593 -0.190431 -0.244559 -0.212713 -0.256479 -0.163946 0.0511808 -0.0901212 -0.0658019 -0.0193175 0.0778524 -0.0951354
internal_count=361931 332372 232437 201547 164346 74336 37201 29559 6991 90010 99935 65006 34929 57446 17008 5872 39557 40462 34779 29342 23651 61518 23494 38658 32564 6513 38228 12551 6984 33863
shrinkage=0.000804263


Tree=1021
num_leaves=31
num_cat=0
split_feature=821 407 1166 795 332 1154 1367 706 832 969 854 797 784 21 1051 1455 727 745 250 705 859 718 1237 1467 667 1458 225 868 781 1456
split_gain=137.384 123.639 106.094 108.331 88.8391 92.289 72.0308 67.6898 61.5398 61.3386 52.983 134.584 77.8159 52.2646 49.9603 49.3871 45.7509 45.4066 41.9378 40.5635 39.662 43.0362 38.5392 38.1996 37.9362 37.8159 37.7868 37.6736 37.1085 35.3697
threshold=-1.0305144854359449 -1.2965003005540392 -1.2508507625752519 -0.29258408639884992 0.65944866827063242 1.0000000180025095e-35 1.0000000180025095e-35 -0.13759266591045169 -0.44823952437856573 -0.53235928657538167 -0.87473648844905705 0.63961785378869596 0.9594655836162902 -0.32341995197817647 3.3097721730075098 0.72809816964645935 1.0000000180025095e-35 1.0000000180025095e-35 2.3830609921859591 0.42325249380490987 -0.54135187694831066 -0.49030554980422836 1.4298092310842805 1.3937789154353839 1.0000000180025095e-35 3.0919731056735245 1.6481651521949094 0.53022336195039899 1.0000000180025095e-35 0.042545365537477266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 23 25 4 5 6 -4 9 -9 -1 11 -5 13 14 18 -11 -7 -15 26 -6 21 -14 -8 -2 -10 29 -12 28 -18 -3
right_child=1 2 3 10 19 16 22 8 24 15 12 -13 20 17 -16 -17 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014493905474070829 -0.00014479801534645777 -0.0001027792850955136 -0.000118939755900496 -7.6998606423394462e-05 6.460396726646738e-05 9.8370300162907979e-06 3.9843093937540775e-05 -6.2997167142114839e-05 -0.00015336986877955257 -4.5012108615590516e-05 2.3923624505359743e-05 0.00028816496889931255 -7.3703223057580553e-05 -5.7285252404898507e-05 0.00086941846439169974 0.00013625312462986448 0.00018869341718016992 -0.00015348702872050791 -0.00033943889386914148 0.00021143361785375483 -1.0624602560498634e-05 0.00020291280568554692 -0.00028124942062365886 6.7989089234417302e-05 -0.00029808358268708395 0.00029792019704074697 -0.00021865421806596466 -0.00014378250597155029 3.1429516404091425e-05 -0.00028165586529786164
leaf_count=19026 32575 17270 20588 6498 8892 15937 19722 14787 16714 24442 20995 4171 2164 32830 163 5143 13222 23458 1487 9503 13917 5406 1293 2877 14715 495 2074 1285 5157 5125
internal_value=0 -0.0265805 -0.010359 0.0032523 0.0555806 0.0221904 -0.0507392 -0.132239 -0.205554 -0.0736115 -0.0415351 0.0971036 -0.0568793 -0.0880697 -0.005359 -0.0120601 0.0974351 -0.124149 -0.0136702 0.180394 0.054378 0.172955 0.0310495 -0.161943 -0.276442 -0.165377 0.00499761 0.162683 0.18579 -0.182294
internal_count=361931 267104 231652 208762 95599 77204 41603 94827 46216 48611 113163 10669 102494 81007 24719 29585 35601 56288 24556 18395 21487 7570 21015 35452 31429 22890 23069 19664 18379 22395
shrinkage=0.000773033


Tree=1022
num_leaves=31
num_cat=0
split_feature=1442 760 21 705 1099 1459 754 1445 1454 1463 3 487 1464 1465 1465 21 1459 1462 1457 1469 1454 1117 1459 1452 1469 1453 1454 1468 1451 21
split_gain=59.0988 64.9605 60.1757 55.2758 53.1273 48.2231 45.6713 42.9319 41.3068 45.0626 40.8107 40.1199 39.0911 49.3242 59.0877 52.3532 68.2147 47.6348 43.8105 50.3049 43.5916 39.3188 41.5115 39.194 68.9663 58.0494 57.3382 80.6637 63.3115 51.95
threshold=-1.2625182715263061 0.21426185996041033 -3.9164670491403295 1.3055253477929336 1.8414755001195664 0.43577943106047246 2.7568525871935359 1.0569698594133861 -0.40696913463973794 3.3344277704427654 1.8352272317779414 1.4287738122833866 -0.045917158466491741 0.57942899407087378 0.60673285399673105 0.81122649975724037 3.2302017972513801 4.4404900473647109 0.63151525041848589 -0.62606451240067507 -0.58754815837321106 -1.214624561898211 0.23747375368911341 0.85148356494928035 -0.86604409569111074 1.9142027959396961 0.46457600248903658 1.3195544013298623 0.54872951183746299 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 6 -5 7 10 -1 9 -7 12 -4 13 23 -15 17 18 20 19 -17 -16 -22 -23 25 29 26 28 -28 -2 -25
right_child=1 2 11 4 -6 8 -8 -9 -10 -11 -12 -13 -14 14 15 16 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00019893383724583897 -0.00013848151004450279 0.0024922830789971913 -0.00017146885568741999 0.00055344414634993602 -0.0011303233354919063 -0.00068735754615258506 -0.00064027856394134337 -0.00065520058661811779 0.00030899994378801797 0.0049878140707182309 0.00049296334572516368 -0.00084825043478744459 0.00014691355401995164 0.0030483126834659879 0.0018567543271095952 -8.4339775405036681e-05 0.0028597119833571245 -0.0021533656404083873 0.00045982531037396711 -0.0025073179237711041 -0.0011707989138905412 2.8659938257710835e-05 0.001165812005872474 0.00086363272494164678 -0.0011119471103425297 0.0011073662138034609 -0.0010302101968300342 0.0013238449996790533 0.00057965164110006305 -0.00099509438183352093
leaf_count=34846 61696 371 68742 15856 1376 4905 7403 28060 13239 72 9804 7170 68963 370 1240 767 220 320 726 1310 885 3549 3097 2093 6644 1986 6710 810 7480 1221
internal_value=0 -0.00222175 -0.0607734 0.0173755 0.133274 -0.0764286 0.00613143 -0.111277 0.0280653 -0.169078 0.0121772 -0.066089 0.00402784 -0.024045 0.101311 0.0741903 -0.172372 0.154768 -0.275652 -0.456304 0.185081 0.122422 0.17386 -0.0431091 -0.17778 -0.0268637 -0.0371165 -0.219428 -0.0168737 0.059257
internal_count=361931 280809 76283 204526 17232 81122 187294 62906 18216 4977 179891 75912 170087 101124 12484 12114 3023 9091 2803 2077 8771 7531 6646 88640 9958 78682 76696 7520 69176 3314
shrinkage=0.00338335


Tree=1023
num_leaves=31
num_cat=0
split_feature=785 181 728 852 727 784 921 970 647 590 846 1109 134 1470 263 547 619 1022 1430 690 706 852 716 681 1470 1229 146 138 1367 1016
split_gain=183.803 127.554 98.7041 83.1837 73.9659 65.899 49.9953 48.9579 47.3787 108.118 47.6909 46.0759 45.0587 44.0893 43.9555 43.2466 41.5567 40.0189 42.6256 40.3772 39.8343 44.0117 39.5885 38.2993 38.2444 38.0901 37.0153 38.812 36.1831 37.1634
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.68903569641304141 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 -0.49995493244068684 1.35321484427453 -1.2954595170378473 1.6445160113075163 1.4078093546699517 0.83082504555296788 1.0000000180025095e-35 1.0000000180025095e-35 -0.032042594966090299 0.62672487627420737 -0.22706799479215015 0.39849607246918939 1.0000000180025095e-35 -1.3545928909252491 1.0000000180025095e-35 2.2368666814773395 -1.0321883268519072 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 20 12 24 13 9 -4 -10 -9 17 -2 16 28 23 18 -5 -19 -1 -22 -8 -3 -7 -21 -12 -28 29 -6
right_child=1 14 8 5 15 6 22 11 10 -11 26 -13 -14 -15 -16 -17 -18 19 -20 25 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00011280218813336308 0.00025433303267687372 -0.00013194385950050433 -8.8505571375655781e-05 -0.00010552000271115637 -2.0830742329222599e-05 -0.00043421094902472743 0.00027549502730073606 -0.00016390433269169679 -3.9638461986378158e-05 0.00043518494997422182 -0.00014320753909194053 -5.833794153887993e-05 -0.00010111153820502598 -1.9115558433423336e-05 5.8146137784120405e-05 -0.00015447312048776744 -2.1425118383429575e-06 -1.9056059928307446e-05 5.8346960106260056e-06 0.00022189619997840901 -9.1850137214352155e-05 0.00014646534622727938 -0.00013431883971100729 -0.00027371008569268871 5.3907661622200519e-05 4.8860562202295897e-05 0.00074028335052524381 6.8824541760989711e-06 0.00022578694247086032 0.00020029290332208318
leaf_count=5567 1374 51893 3910 16665 3660 351 3752 16361 23148 1186 48791 36381 14095 19812 3060 1040 5665 18415 19160 3010 2683 4301 596 9202 16078 18047 216 1204 9109 3199
internal_value=0 -0.0720532 -0.0516906 -0.0266839 0.0999623 0.00865819 0.111579 -0.0850853 -0.124623 0.0814234 -0.141263 -0.122276 -0.0168436 0.00155489 -0.167436 0.191515 -0.182822 0.00151723 -0.0530131 0.04348 -0.0177954 0.0790552 0.302573 -0.204062 0.059077 0.102144 -0.184212 0.165233 0.219278 0.108788
internal_count=361931 332372 262552 184097 29559 110169 20777 73928 78455 5096 73359 52742 89392 21186 69820 17008 66760 75297 35825 39472 12551 6984 4348 61095 16429 21057 50211 1420 15968 6859
shrinkage=0.000728446


Tree=1024
num_leaves=31
num_cat=0
split_feature=181 49 1463 21 64 1451 852 705 970 840 928 294 660 1453 1451 1458 432 1467 1466 968 1459 1468 690 485 745 836 1246 664 1118 792
split_gain=57.8894 51.2333 46.0517 67.0292 48.3174 46.4869 46.2429 46.7212 46.3836 41.4915 39.1419 34.8282 35.7856 34.8083 36.7882 33.1599 32.981 32.9192 32.86 32.6808 32.3008 34.8513 32.2624 32.0146 31.971 31.8017 35.5935 30.4353 30.034 31.5743
threshold=1.0000000180025095e-35 1.1349154245379338 3.3344277704427654 -2.9709283393608152 1.4455540108994724 1.9426791395236267 -0.22706799479215015 0.42325249380490987 1.2206169290766575 0.78049814275802964 -0.52992354128753727 0.92159612535094959 -0.72421686037558375 1.1343281912642689 0.043860538130293468 -0.19179933198544472 -0.025170785267331849 -0.12062852467941906 3.418502427052577 1.5657550200692361 0.73871680408646412 0.90889364240410331 1.5728977578959962 1.6465251905126392 1.0191313245711819 1.04551467245074 0.85438269943811007 4.2765726321909083 -1.3806029162674522 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 17 8 22 9 16 19 12 27 -14 -15 -6 -5 20 -19 -9 21 -4 23 25 -3 26 -8 -2 -12 -30
right_child=11 24 5 4 15 -7 7 10 -10 -11 28 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0021747087340189849 0.00016251859146321771 -0.00017655997540607388 0.0011624245472775328 0.00010985862827202194 -0.00062062299141225007 0.0018808599351381326 0.000125098148067099 0.00036669017486964451 -0.00058243879181667615 -0.00044032497197667495 -0.001171257005369328 -0.00062780390722566972 -0.00034106106835403709 -0.00038950724616177199 0.00083590646945179913 -2.8232969246646715e-05 -0.00020354718506353098 9.7323427523684314e-06 -0.0031806562458458428 0.0012212103741828164 0.0025309299978909794 -0.0021873896584779428 -0.00058891978221488795 0.00051574017500351428 -0.00079837384782879622 -0.00029277873663103156 -0.00032135980699501314 -0.0022574267898273809 0.00035184691624055278 -1.7880371141700111e-05
leaf_count=500 14909 31729 527 47419 10680 848 47240 19274 9172 9698 943 11767 43655 2097 2357 8597 22561 1474 132 1798 353 180 3999 4882 4669 13326 9789 381 15732 21243
internal_value=0 -0.00301854 0.00761148 0.00380261 0.00199134 0.243787 0.0101943 0.034084 -0.0310169 -0.0148765 0.0782523 -0.0789846 -0.0576043 -0.0921586 0.0975998 -0.115211 0.00473635 0.0988632 -0.0872098 0.150108 0.396533 0.0912033 -0.00149195 0.00837949 -0.0865348 -0.0038606 0.0189141 0.0412824 0.0371868 0.0453695
internal_count=361931 286765 250367 246853 246353 3514 227076 138226 88850 79678 58990 75166 63399 48109 4454 19277 69980 2666 1606 21072 1060 707 79236 75237 36398 70355 57029 15290 37918 36975
shrinkage=0.00294541


Tree=1025
num_leaves=31
num_cat=0
split_feature=1430 1160 1469 1436 281 691 1400 1299 1434 1191 885 1424 1450 841 761 718 125 42 1459 978 820 339 1309 127 486 76 980 859 1459 15
split_gain=57.4382 115.728 55.3939 48.1695 47.4047 44.5111 42.1967 41.8587 40.8707 46.1959 44.2049 51.2568 44.3984 36.3409 36.0014 35.0305 34.5613 33.2868 33.0517 32.5296 32.3189 44.8095 31.9673 31.3379 31.3031 31.0031 30.496 30.3729 30.1959 34.0639
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 1.0000000180025095e-35 -0.50084191643090881 0.32551924250032394 -0.47967739539618021 0.69830983612512221 -0.42195508979895918 0.5099920227348671 0.98964072280890891 1.0000000180025095e-35 0.77564961053780224 0.94606541634302299 2.4130835502434373 -0.49030554980422836 0.58518330826110332 1.0000000180025095e-35 0.32725606711966165 -0.77778259502483638 2.6461010908889477 -0.34829455830197381 0.81883784246325297 3.925674747449845 0.14291489256833093 -1.253186264325562 1.114765214040659 -0.54135187694831066 1.1875571719422735 -0.69127197819724151
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 13 14 16 10 24 11 -4 -12 -2 18 22 20 -14 -6 -15 -3 -22 -8 -9 -10 -23 27 -17 -13 -30
right_child=4 7 3 -5 6 -7 15 23 9 -11 12 28 17 19 -16 26 -18 -19 -20 -21 21 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00022614135689943182 7.1614026777287591e-05 -0.00022134016398445456 -0.0014293890037827292 -6.3358023026907271e-05 0.00012509417172017851 -0.00043285825960120918 -0.00034742819353939788 0.00028663566815281799 -0.00053917972869299211 -0.0011318302940505546 -0.0020972107477288645 -0.00048994502125154001 0.0013103581371805273 -0.0010500089758486309 0.0013814707273296859 0.00040076429334106521 0.00017328167972089498 -0.0037547646215965692 0.00054086133829141475 -0.00012423758160200931 0.0018706826664401327 0.0054160065173026054 0.00035900067936297495 -0.0040007418969143079 -1.826270903869285e-05 -0.0018803384983964331 -0.00029111445440826284 3.7397002197625844e-05 -0.0016198591108867633 0.0021815711446848221
leaf_count=5636 40869 48866 6871 12593 35188 19816 21850 19384 20278 6931 3210 8935 358 3123 1247 15540 16765 104 11449 5464 758 30 3641 100 12117 390 7961 31677 238 542
internal_value=0 -0.0493523 -0.126572 -0.150661 0.00883007 -0.0397014 0.0328329 0.00214717 -0.186151 -0.139443 -0.293351 -0.220534 -0.538417 -0.00529505 0.0828362 0.00183987 -0.0268788 0.116961 0.0729767 -0.137337 -0.059814 0.306034 -0.0718157 0.0847517 -0.101748 -0.372401 0.0301337 0.0508112 -0.102715 0.368033
internal_count=361931 164106 77813 72177 197825 69272 128553 86293 59584 39326 20258 16586 3672 49456 47884 80669 66809 462 46637 8587 50044 1178 25491 19484 32395 420 55178 47217 9715 780
shrinkage=0.0031882


Tree=1026
num_leaves=31
num_cat=0
split_feature=785 519 728 727 784 588 544 382 921 1431 730 783 457 706 830 647 590 296 934 921 1469 275 713 460 1465 1452 596 21 1454 911
split_gain=199.774 128.047 114.592 103.811 80.3076 77.2478 73.4203 67.4265 66.585 62.9349 52.7073 61.589 52.3523 51.9635 49.6329 49.126 113.027 46.2777 43.5251 41.3153 40.722 42.9103 40.3752 39.7776 39.3876 47.3979 38.2265 38.277 44.0317 37.7219
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 0.85558832110916161 1.8227892136636004 -0.87782724458594241 0.58895901036483078 -0.58924197155363001 1.0000000180025095e-35 1.0000000180025095e-35 -1.3263328046252252 0.4022431516292117 -2.5611134592556781 1.4788238215056537 -0.41120921193798426 0.52142301186363793 3.0920830256423057 -1.0798509198017876 -0.2363894608792538 0.84230724644971555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 13 9 7 24 19 10 17 11 -6 15 -3 -10 16 -4 -2 -12 -5 21 -17 -11 26 25 -1 27 28 -22 -7
right_child=1 3 12 5 8 29 -8 -9 14 22 18 -13 -14 -15 -16 20 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00011139412325229442 2.0946726708095365e-05 -0.00015865149259456317 -0.00010032288277693135 0.0001196530194913295 8.300943131346009e-05 0.00050711919088990121 -4.243123696773317e-05 -4.8143154855518704e-05 0.00011975028272365952 0.00022004385499784383 0.00021086050586797427 -0.00010664104255638411 -0.00022915371720106021 0.00010509405189855377 0.00054078546908272016 0.00087424712598076584 0.00050613205704550033 -5.6747668443971375e-05 -3.9172654680343659e-05 0.0004220462029206386 -0.00014157183369930526 -0.00048685339007555187 -0.00010974699518846537 -0.00028907159366099516 0.00020132280644668152 -0.00022566207073258443 0.00031874615184925535 -0.0001263090485237033 0.00019875641849742293 4.7155180855806363e-05
leaf_count=6776 32750 6191 3735 3420 7388 2007 8361 4399 6265 1029 4869 16536 19348 3256 859 214 1144 76132 3455 1672 3123 89 67259 6290 13021 1401 585 57001 2783 573
internal_value=0 -0.0632399 -0.0763157 0.0867942 -0.0506995 0.203509 0.116385 0.120691 0.035051 -0.0716615 -0.00793244 -0.0597816 -0.150827 -0.0831948 0.211561 -0.125409 0.0904481 -0.040822 0.136105 0.274227 -0.143035 0.600725 -0.128505 -0.147622 0.179841 0.0674937 -0.131792 -0.138349 0.0493694 0.50417
internal_count=361931 332372 310854 21518 216542 12071 29559 9491 39372 177170 32248 23924 94312 9447 7124 74964 4879 108882 8324 5092 70085 303 68288 69782 21198 8177 63492 62907 5906 2580
shrinkage=0.000804263


Tree=1027
num_leaves=31
num_cat=0
split_feature=785 519 713 872 728 588 930 962 831 575 689 126 382 848 1049 1452 1470 927 959 544 566 1461 1463 540 1470 1450 606 290 1311 485
split_gain=58.0861 57.3015 95.1686 89.144 85.3761 94.842 81.9553 79.9934 64.6924 63.6484 62.2861 57.6325 50.789 48.0222 47.1484 47.1033 46.7168 45.5401 45.4457 44.2201 42.2918 41.9898 43.1349 41.3865 41.2582 40.9698 59.8474 47.9019 40.9312 39.5387
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 3.0757328524286596 -0.49008176997875957 0.71188872395471614 1.0000000180025095e-35 1.3714217264408297 2.1965197198778803 1.0000000180025095e-35 -1.1110989058077336 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.511805152420109 0.039474337618497217 1.3024667090820021 1.0483613175537825 0.84086088814742543 1.0000000180025095e-35 0.46320471953979853 1.4098417307792441 0.067148399785659021 1.6305215107933637 -1.2836328422603671 -0.67806027517800449 2.1543936751333881 1.979635823759073 3.6225485867211153 0.39738788910666967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 6 7 -3 9 15 8 10 -6 18 21 14 20 -11 -2 29 -7 -4 -1 -8 22 24 -5 -12 -13 27 -27 -9 -17
right_child=1 4 3 23 5 17 13 28 -10 12 11 25 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00043833813893777082 0.0002424143114027934 -0.00072810645526572189 0.00040434492926836376 0.0013324612205127327 -0.00037804033069452369 0.0018088039665090558 5.9724411942748148e-05 -0.00060579278640096319 0.00064541750747177621 0.0014286753289179219 0.00051224339103374554 -0.00041750176988770743 -2.3267545321556462e-05 0.0020189690009822566 -0.00058110989811834056 0.00041524768399908387 0.0029788242658623362 -0.0005020631602010863 -0.00023628803985076854 -0.00020722041210832301 -0.00056372228109622291 0.0001905997261511518 -0.00017326190733705753 -0.0016727228128012805 -0.000598587738726667 -8.0661596013982084e-05 0.0013027041434807542 0.00092396266341474844 0.0028259128837779092 0.0015287122512294248
leaf_count=21198 15859 3824 18136 2706 5883 3128 21097 45337 5637 3819 2042 16728 3684 623 684 5753 602 496 10974 8361 9347 7653 29910 262 58055 52847 1944 2497 222 2623
internal_value=0 -0.0245651 -0.033502 -0.0534423 0.0768997 0.135721 0.0486765 -0.0588093 -0.0424782 0.0581674 -0.0496551 -0.066545 0.173279 -0.0265277 0.316597 0.144773 0.269415 0.424351 0.0456736 0.0740742 -0.0391067 -0.104998 -0.119797 0.301945 -0.157264 -0.020938 0.00696568 -0.00713021 -0.165197 0.226436
internal_count=361931 332372 310854 254950 21518 17694 55904 251982 206423 14070 200786 171676 8187 31067 4503 24837 8978 3624 29110 29559 30444 97660 90007 2968 60097 74016 57288 55344 45559 8376
shrinkage=0.00352004


Tree=1028
num_leaves=31
num_cat=0
split_feature=785 728 1376 516 727 1116 760 143 791 471 871 647 590 61 861 21 1124 513 21 933 332 526 706 852 758 340 21 1154 21 703
split_gain=209.186 146.368 93.0199 76.1677 76.092 66.0636 54.2231 52.829 54.6255 52.4385 50.3925 48.8482 56.1246 48.3502 46.3536 46.034 50.8335 43.3944 43.3413 42.6307 42.5318 42.4292 40.979 41.3966 40.447 38.3969 38.0842 38.0441 37.9593 35.6551
threshold=-0.86283290253235112 1.0000000180025095e-35 0.18805867694879752 1.0000000180025095e-35 1.0000000180025095e-35 -0.98151139863280401 0.0340675632089932 -0.72319605263816955 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.89074317784588486 -0.76993298829673895 1.0454229551509682 1.0000000180025095e-35 0.68806224955729689 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 -0.22706799479215015 0.9327048103557759 0.54703477416996305 -3.9164670491403295 1.0000000180025095e-35 -0.70163543588998201 -1.0978542186586908
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 22 -5 14 -7 19 15 13 12 -11 27 -2 16 -3 -10 25 -9 -13 -17 -1 -24 -19 -6 -18 -4 29 -29
right_child=1 9 10 5 18 7 -8 8 17 11 -12 20 -14 -15 -16 21 26 24 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00011604475844631273 -9.7834741679643956e-05 0.000169598673723292 -8.7396480598988315e-05 -0.00012958612736547686 0.0001184414349354527 -5.7228140973364541e-05 -0.00013327374609225682 4.0995123281875529e-05 7.6930095855240246e-05 -5.9384429416837808e-05 -0.00018062652378676713 -0.00016083256244734707 0.00046404562322773586 -0.00014063147402889483 2.0920161917528559e-05 -0.00015615500098694227 0.00059497541356740859 0.00032632766459915577 0.00023193777547411552 -8.4712179781513811e-05 -2.5150359538471222e-05 -0.00030873064679169345 -8.5702073787907154e-05 0.00016466183288602913 -5.8694636775418586e-05 -0.00020251633322657795 -0.00013957385159776324 -0.00014968748550414751 -2.6445897206624742e-05 0.00020469299879768358
leaf_count=5567 16357 2914 20259 8704 5708 16362 22066 41221 14705 1500 18854 16924 916 19473 23621 40489 176 3508 10115 8166 15589 10755 2683 4301 840 1185 10672 1118 12646 4537
internal_value=0 -0.0716731 -0.044026 -0.0161948 0.111865 0.0198415 -0.0770517 0.0362838 0.0605158 -0.152373 -0.112427 -0.0808587 0.213383 -0.0818578 -0.0314099 -0.196176 -0.0638607 0.153762 0.204552 0.024752 -0.106967 -0.229689 -0.00782366 0.0904131 0.323816 0.079419 -0.150718 -0.0371098 0.0303416 0.179081
internal_count=361931 332372 232437 155550 29559 93506 62044 84802 68440 99935 76887 34929 2416 58033 39978 65006 13762 19053 17008 49387 32513 51244 12551 6984 4348 6893 10848 38560 18301 5655
shrinkage=0.000788493


Tree=1029
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 602 784 921 727 878 647 590 703 519 268 846 1466 727 1429 547 146 138 1452 1260 730 934 783 660 879 516
split_gain=160.132 119.629 85.5646 79.0817 85.4248 103.039 71.2321 63.4349 61.6467 57.8747 47.8483 122.448 47.8156 52.7611 50.9968 45.2166 45.069 44.4522 42.59 42.0689 41.8813 44.2591 40.3934 38.2501 37.2903 49.0427 47.8395 37.3259 44.2577 36.1918
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.4568199934402009 2.1420547332082829 1.0000000180025095e-35 -0.53268848306471728 0.57156622312866312 -1.5722412400100421 1.0000000180025095e-35 1.4078093546699517 2.2368666814773395 -1.0321883268519072 0.91361512331551464 -0.066226329968234146 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 0.26872683687560334 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 18 12 24 -1 -8 11 -3 -6 23 -15 -12 -7 -9 -2 -10 -17 -22 -18 -14 26 27 -5 -26 -29 -28
right_child=1 10 -4 7 6 16 9 17 19 -11 15 -13 13 14 -16 20 22 -19 -20 -21 21 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=-7.4536852918272035e-06 -0.00010291937738500622 -9.5829577051093439e-05 -0.00011154416754324972 7.8762336473924842e-05 -0.00013245776727272956 -5.0363612664547477e-05 1.1026583657670254e-05 -9.3131819766567196e-05 0.00014012479318168731 -9.8131873219865556e-05 -5.1181355769475047e-05 0.00038502949550491602 5.1122941113589514e-05 0.00023399739779443764 -1.6107187559599257e-05 -0.00013656170480747399 1.5414195899360951e-05 0.000201526714203897 -0.00023042985882389756 -0.00014688181475045549 0.00065155572456930631 -3.9939097860869163e-06 0.00026820266903786227 -3.741105631622499e-05 8.7426443864002979e-05 -3.7956987661253699e-05 -0.00015090437106264794 0.00052213240491559543 7.147947872725399e-05 -1.0156696203089073e-05
leaf_count=12551 20984 4821 31093 7155 3813 32649 16662 1187 15968 21606 29774 1384 26999 4275 2260 62243 5233 5949 12699 1040 277 1436 1461 14711 2834 3316 6087 978 739 9747
internal_value=0 -0.0644641 -0.0394711 -0.0255494 -0.0467985 -0.107848 -0.00689062 0.0593451 0.0966655 -0.0747947 -0.137814 0.054335 0.0425853 0.0588685 0.223716 -0.152829 -0.0404844 0.230212 -0.218209 0.180666 -0.191116 0.154472 0.111951 0.0309996 0.0170425 0.139629 -0.0262008 0.276011 0.512179 -0.0904273
internal_count=361931 332372 232437 201344 163352 73026 90326 37992 29559 38268 99935 6205 52058 48245 6535 93730 39343 7136 33683 17008 63956 1713 6694 41710 30856 7867 22989 4551 1717 15834
shrinkage=0.000672971


Tree=1030
num_leaves=31
num_cat=0
split_feature=785 728 125 257 728 703 1079 519 723 588 715 938 382 620 1470 388 21 126 1323 647 590 1028 620 715 677 533 804 1469 275 930
split_gain=176.502 121.888 83.6794 128.5 74.4521 63.3256 61.6371 57.4682 90.7371 69.6535 59.3828 67.661 58.2692 56.7635 55.0328 49.874 49.1374 47.9241 47.8995 47.34 116.173 47.0185 45.033 44.7342 44.686 72.0647 42.8603 42.3634 43.9975 42.2795
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -1.5610358635380586 1.9634214862007473 2.1420547332082829 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1734518836084071 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.8425200577949936 -0.87782724458594241 0.58895901036483078 -0.96688480048775205 0.16760437365778322 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3537602816678871 -1.3263328046252252 0.4022431516292117 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 14 -1 -4 7 10 -9 12 13 17 -10 18 -2 19 22 -12 29 20 -3 -16 -6 -23 25 -18 -8 28 -21 -7
right_child=1 15 5 -5 16 6 26 8 9 -11 11 -13 -14 -15 21 -17 24 -19 -20 27 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015201186803487775 9.2493951989174337e-06 -9.0123645317514016e-05 -0.00015748280181104076 -2.2362636719389097e-05 9.1447245765556811e-05 0.00015605479513310151 9.3169864861015081e-05 -0.00015623361384663041 0.00018066148055887509 0.00034522313098956877 -5.4375450219695496e-05 -0.00011088688652020534 -5.1155830369936399e-05 -0.00011860956355948379 -0.00030221536737449101 -0.00019597461106508752 -5.9893941572738049e-05 3.5441761917078117e-05 0.00058157034195957947 0.00080165204221684702 0.00045119993175027107 -1.5854148905285415e-05 -0.00010905835715704992 -0.00017713338212081538 0.00023905449859434069 0.00023438775761552993 0.00044911736036210389 -0.00010236446396208377 -0.00037336261394871827 5.7686100095388056e-06
leaf_count=3396 5332 3918 7397 53844 7332 7791 5325 3031 4823 2463 30459 25401 4197 4095 10857 20295 3985 23341 384 220 1190 6891 3800 26019 7626 3420 820 74210 102 9967
internal_value=0 -0.0695811 -0.0443847 -0.0958788 0.0992377 -0.0111127 -0.000705285 -0.0119495 0.104212 0.181732 -0.0304848 -0.0573553 0.101039 0.0655245 -0.198717 -0.143431 0.134589 -0.017699 0.11491 -0.119602 0.0857593 -0.233719 0.0318827 -0.193042 0.212568 0.10173 0.193425 -0.13606 0.595662 0.0979753
internal_count=361931 332372 232437 102943 29559 129494 122097 115952 14514 11483 101438 79201 9020 22237 49099 99935 26163 53800 18142 79640 5108 43767 11132 32910 15031 7405 6145 74532 322 17758
shrinkage=0.000728446


Tree=1031
num_leaves=31
num_cat=0
split_feature=888 785 21 747 803 195 1461 1459 253 1214 791 854 796 660 1016 953 713 1461 1468 1466 320 1456 522 1272 1454 1466 1465 1454 1320 1400
split_gain=59.726 54.609 53.9875 65.5637 58.7648 56.2599 49.9576 57.9681 49.5418 49.3514 46.835 65.0766 105.521 49.2909 48.8214 66.7732 46.3133 45.3084 44.6138 44.3749 43.3956 42.0838 42.0203 41.1957 40.8897 43.4152 40.4433 40.2845 39.8438 39.0768
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 1.9682860324222273 1.3909106807663625 2.5032120688259147 0.015014468430795973 1.4775148743260689 1.0000000180025095e-35 1.0000000180025095e-35 -0.87473648844905705 1.5191488867762273 -0.72421686037558375 1.0000000180025095e-35 0.67505964681462227 1.0000000180025095e-35 3.9993613276323443 3.6004644055904023 2.1415518475315092 3.1329729150046788 1.9815654246374563 -0.71745339412579689 1.0425293070791588 1.0692506903199488 0.37063072028450655 4.1805237560306479 0.83666458647197584 0.51051395560399826 -0.79572340852768175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 6 19 10 -6 8 17 9 23 11 12 -5 -12 15 -15 -1 -8 -9 20 21 22 -4 24 25 27 -13 29 -11 -3
right_child=-2 2 3 4 5 -7 7 18 -10 28 13 26 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00064317327290412815 -0.0003402089748751017 0.00072957381671553089 -9.2238020423551949e-05 -0.00012371587191557735 0.00093148724275440473 -0.00077516448187154631 -0.00092329340450466354 0.001583732325261492 -0.00052365303501296075 5.0643382703679947e-05 0.00065624138193939212 -0.00021578466898758666 0.0016529218530370452 -0.0006188784569295979 0.00031404105462955791 0.00075876897496791917 0.00037357117695043315 0.0017774526043306893 0.0059122965221289018 0.00050764310677278246 0.001180583598271221 0.00039443023341242858 -0.00049659308882920401 0.00095646151080138299 -0.00048545343306313028 0.00080972740481064756 0.0013653202718047781 0.0027729191660199374 -0.00068022718579123097 -4.2354757389206441e-05
leaf_count=2683 46198 4689 19948 4710 5018 1074 1069 1420 9313 17571 7886 79008 2288 11038 12285 2036 23889 459 98 3381 928 4141 57751 4395 3897 7083 669 264 7138 19604
internal_value=0 -0.00658885 -0.016149 -0.03387 -0.00371763 0.190643 0.0376009 0.305757 0.0243444 0.0446474 -0.0150034 -0.0414485 0.150139 0.0549419 0.00528753 -0.100655 0.0846312 -0.0101479 0.582937 -0.0848815 -0.0966593 -0.103014 -0.115758 0.0924172 0.0652455 0.0936821 -0.0599356 0.045505 -0.0410949 0.0342732
internal_count=361931 315733 289161 212161 126012 6092 77000 3046 73954 64641 119920 86675 6998 33245 25359 13074 26572 1528 1518 86149 82768 81840 77699 39932 35537 31640 79677 24557 24709 24293
shrinkage=0.00331701


Tree=1032
num_leaves=31
num_cat=0
split_feature=785 728 784 815 1016 921 727 784 747 1065 519 268 647 590 585 727 846 990 547 706 730 783 934 519 146 138 706 927 549 603
split_gain=192.123 169.052 98.486 91.9082 120.751 83.7081 76.9466 65.7868 57.4253 60.2535 55.1364 88.5213 53.1705 137.746 53.0222 51.9649 47.1428 46.8877 42.9715 42.8937 42.3224 49.6354 46.9977 43.3326 40.8813 43.4257 39.471 41.94 39.0808 37.7938
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.98810451262880827 1.0518754624258557 2.1420547332082829 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.8867634123843694 -1.5722412400100421 -0.53268848306471728 1.09266583130301 1.4078093546699517 -0.20668351718138131 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 2.1420547332082829 2.2368666814773395 -1.0321883268519072 0.82104289547369691 1.0483613175537825 -1.3900695809707992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 14 20 26 10 -9 -10 28 -12 13 -3 -2 -7 -14 -17 -8 -16 21 -4 29 -23 -18 -26 -1 -28 -5 -22
right_child=1 12 5 7 -6 15 18 8 9 -11 11 -13 16 -15 19 17 24 -19 -20 -21 22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00010052578087789626 -0.00030473922051637122 -0.0001229081398698298 7.5989817431593938e-05 -0.00010214312876545769 -3.9359974856246685e-05 -0.00010845789445057712 0.00017159905312703273 -0.00010163430962200013 8.2202813201239471e-05 -0.00021409412894186599 0.00025396161122921018 -7.9249145410776681e-05 -7.199168403768867e-05 0.00045160446536628894 -7.6191397876173282e-05 0.00016464380668379955 -0.00016934332333652254 0.00047338070578022563 -0.00015496671724799321 -0.00022181873161231157 0.00029163288059989541 -0.00010106489892398647 -4.1920778233415189e-05 0.00019970010359403242 0.00070400808405532878 -2.3021878016694759e-05 2.6082270885174997e-05 0.00040443302980772334 1.5578849497180162e-05 8.2382646024638154e-06
leaf_count=6473 11374 4821 7921 10641 45506 1294 15968 32193 8520 1866 4912 3046 29774 1384 17098 4808 62243 1493 1040 12866 3231 16536 3732 1149 277 1436 5339 739 42269 1982
internal_value=0 -0.0706902 -0.0409171 -0.0629977 -0.121972 0.0505224 0.105386 -0.023333 -0.0865386 0.0381677 0.0209749 0.175422 -0.157321 0.044811 -0.231094 0.241814 -0.173012 0.315058 0.198773 -0.180892 0.00440099 -0.0401324 0.128717 -0.102944 -0.211853 0.127719 -0.0150032 0.0972209 -0.00487526 0.255377
internal_count=361931 332372 232437 190291 86844 42146 29559 103447 42579 10386 60868 7958 99935 6205 41338 7595 93730 6301 17008 29964 34551 25606 8945 17685 63956 1713 12551 6078 52910 5213
shrinkage=0.000757875


Tree=1033
num_leaves=31
num_cat=0
split_feature=785 470 464 471 713 670 728 458 192 1243 1235 578 728 21 735 43 1449 1468 944 694 1122 664 917 1463 1036 677 878 1458 683 1464
split_gain=175.834 112.932 118.747 81.2208 78.7178 83.1003 69.4307 59.6867 54.6901 51.7331 53.7376 51.0489 46.8824 46.3457 45.5532 43.9605 41.7047 52.0306 40.2497 40.1142 39.6985 39.4122 39.3276 37.5279 37.407 36.4957 81.8157 36.4788 36.3683 36.3112
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.9901706508881272 1.0000000180025095e-35 0.14000445396469943 -1.24934742919911 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 3.1554326354961759 1.0000000180025095e-35 0.74561756370782817 1.3991069528470244 1.4781763871474156 1.7376952764670892 0.79579885031402708 1.0000000180025095e-35 -0.82489287760873742 1.3753271246929319 -0.49291796627948531 1.0000000180025095e-35 1.0000000180025095e-35 -0.29018812659098675 -1.3831318875547542 1.6196093032808887
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 9 19 7 -1 15 27 10 23 -8 14 20 18 16 -6 -18 24 -2 -13 28 -10 -3 -4 26 -15 -5 -12 -11
right_child=1 3 12 8 5 -7 11 -9 22 29 21 13 -14 25 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001527009717937762 6.3960450754108644e-05 -0.00012933889639864634 1.1692878151164514e-05 -5.9076169319175849e-05 -0.00016335873913436011 -0.00029519268614384948 0.00028890929240288452 0.00011355588732976889 0.00031951455385046101 -0.0001141624095070178 -9.0960391436477209e-05 4.354456517558575e-05 -0.00011812137079547809 -0.00011757422865655945 0.00034631195996965582 -0.00033297245658238134 0.00012115035550302742 -0.00056196510342736107 0.00013307873774040231 -0.00017468965879721121 -0.00021632099993228431 -9.6056109391445463e-05 7.7107661908089298e-05 0.00013045051020524719 -7.9851696872355169e-05 0.00022749969518091854 0.0002422442291707282 4.292745014835911e-05 3.0877856422898754e-05 8.7893646624571549e-05
leaf_count=3396 7148 19781 19583 16987 23138 25113 3407 2535 1748 40186 8714 8031 26330 3259 745 6581 3454 441 3532 4527 1854 12667 11604 1737 32762 6571 3041 17657 42782 2620
internal_value=0 -0.0680435 -0.117718 -0.033257 -0.203232 -0.245574 0.100682 -0.171486 0.0356685 -0.0639145 -0.0343186 0.134814 -0.0661287 0.099905 -0.0339103 -0.206648 -0.165789 0.0597603 -0.0416337 -0.019681 -0.00514496 -0.00569223 0.141863 -0.136664 -0.0572629 0.182517 0.0732983 -0.00785291 0.0174995 -0.129619
internal_count=361931 332372 155889 176483 72937 61262 29559 36149 47996 128487 85681 26163 82952 22756 56622 33614 27033 3895 55877 11675 9885 64163 13352 21518 52345 12871 6300 34644 51496 42806
shrinkage=0.000773033


Tree=1034
num_leaves=31
num_cat=0
split_feature=785 470 464 885 713 670 728 458 1237 388 497 728 944 1036 419 1246 1170 854 927 712 583 43 1449 1468 1466 764 694 1150 1078 409
split_gain=174.801 128.556 143.813 93.1953 89.5064 81.2843 70.2794 58.6568 49.4385 48.3656 47.1548 78.2978 46.9799 47.9199 45.1872 44.4366 44.3042 43.9961 45.5998 50.5321 43.579 42.3507 41.5099 50.8718 39.0984 40.7847 39.053 38.8546 37.4454 36.5828
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35018306414905159 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.9901706508881272 1.4298092310842805 2.3609703674020031 2.0895063784560848 -0.49008176997875957 1.4781763871474156 -0.49291796627948531 0.03458625151706874 -0.29986100198214366 -1.4022807194988214 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 -0.55326332990463356 1.0000000180025095e-35 0.74561756370782817 1.3991069528470244 0.59254817745699628 -1.0542411235906197 1.7376952764670892 1.0000000180025095e-35 1.0000000180025095e-35 0.96281525827728831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 10 26 7 -1 21 17 16 14 -12 13 24 15 -3 -5 -8 19 -19 -13 22 -6 -24 25 -4 -2 -15 -16 -27
right_child=1 3 12 9 5 -7 8 -9 -10 -11 11 20 -14 27 28 -17 -18 18 -20 -21 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00016212328749102184 5.9983171384744285e-05 -4.9678783579725574e-05 -0.00022942401488652749 -0.00013683052955403791 -0.00018302417775758521 -0.00031472228192882276 0.00033097995273751271 9.656027596997903e-05 -0.00015451210530327596 -0.0003513175730031268 -0.0002184020332822042 -7.7712407666402064e-05 0.00010034424381485603 -6.4581654182356774e-05 4.6203979885015012e-07 -0.0001362582491102101 4.6771621887133508e-05 -3.8619406240864513e-05 0.00030151476744086445 0.00013411691976500343 0.00021343405834486627 -0.00035114504887052159 0.00010425570060863687 -0.00058232478577990735 0.00012037414226548792 9.2174314615064678e-06 -0.00018000706400152902 -0.00017004967161416969 -0.00013090123775179105 -0.00022739881098609671
leaf_count=3396 7148 34944 3431 4292 23138 25113 2383 2535 1877 1141 2126 1827 5115 29819 34294 38813 44707 6648 2714 12541 5109 6581 3454 441 4917 18266 4527 18732 9230 2672
internal_value=0 -0.0742571 -0.127089 -0.0371586 -0.220575 -0.265266 0.0938056 -0.192381 0.128154 0.0343254 -0.0709931 0.0704914 -0.0702342 -0.0843728 -0.0837365 -0.118112 0.0424672 0.153036 0.124063 0.0896905 0.174763 -0.226922 -0.187029 0.0369681 -0.0155973 -0.0533336 -0.0248465 -0.12875 -0.0289485 -0.01921
internal_count=361931 332372 155889 176483 72937 61262 29559 36149 26163 50140 126343 9062 82952 77837 117281 73757 48999 24286 21903 19189 6936 33614 27033 3895 29286 24369 11675 48551 43524 20938
shrinkage=0.000788493


Tree=1035
num_leaves=31
num_cat=0
split_feature=785 728 516 143 728 852 691 647 590 21 1376 497 1469 275 734 429 338 1097 612 253 333 1465 1458 1059 1316 677 533 841 733 608
split_gain=206.204 132.055 94.6887 75.6011 74.3447 64.6071 61.8385 56.3488 146.879 54.4073 51.6884 49.3227 46.7534 46.8611 46.641 46.1678 45.7128 53.0423 45.2189 46.112 44.7973 44.612 57.6092 42.714 42.6899 42.5746 73.6472 42.125 42.0149 41.5469
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.72319605263816955 -0.49008176997875957 1.0747610123934368 0.32551924250032394 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.18805867694879752 1.7001250133015622 -1.3263328046252252 0.4022431516292117 4.1956285434281462 1.3430836380569215 -0.98257908251360637 -1.2571877020351898 1.0000000180025095e-35 1.4775148743260689 2.9869920577443172 -0.51322729858334903 0.084403803362298288 1.0885083440240186 -1.0764179287780495 1.0000000180025095e-35 1.0000000180025095e-35 1.4606096942095685 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 -1 10 15 8 -3 16 24 12 13 -9 18 29 -6 -18 19 27 23 22 -19 -7 -5 26 -11 28 -14 -2
right_child=1 7 3 5 9 20 -8 11 -10 25 -12 -13 14 -15 -16 -17 17 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001675488229843626 -0.00013026823228007019 -0.0001306750733819751 -9.2599775854091177e-05 -0.00026371615286121663 -0.0001729154619367433 8.7131854770069398e-05 -0.00016373923238033973 0.00089280091437925224 0.00052542120070430201 -5.8084269427603025e-05 -7.6276854597166294e-05 2.4297762341620083e-05 -9.2535278312943269e-05 -0.00053041965201038087 0.00079091474411424406 7.9705292110123467e-05 -0.00024125140846542546 -0.00022608120273923628 -0.00029744293797965285 -0.00032377191545154978 -0.00056560603907260276 0.00024197922364879311 0.00030657792980020508 0.00033616614697895678 2.5388763170963838e-05 0.00028218732611589014 0.00028282886376010126 -0.00030555513699922744 -0.00023427896780478402 -3.0847658050680568e-05
leaf_count=3396 29554 4821 30609 1700 2603 11221 29661 234 1384 3985 27873 5552 50761 97 143 7107 1238 1711 11652 6886 281 4681 899 2325 61813 7626 3420 5371 13034 30293
internal_value=0 -0.0742708 -0.0480482 -0.0133693 0.107863 0.0123754 -0.103835 -0.15094 0.057306 0.143008 -0.00873917 -0.167105 -0.183293 0.581735 -0.187551 -0.0679506 0.0350854 0.106252 -0.190437 -0.171187 0.140581 0.171737 -0.0440026 0.156837 0.0218654 0.22481 0.116791 -0.154421 -0.137521 -0.0889187
internal_count=361931 332372 232437 135822 29559 105213 96615 99935 6205 26163 91386 93730 88178 331 87847 66954 11132 8529 87704 76052 13827 7291 2610 13546 63513 15031 7405 69166 63795 59847
shrinkage=0.000836755


Tree=1036
num_leaves=31
num_cat=0
split_feature=785 728 784 815 1016 921 728 784 747 1065 549 726 21 585 471 21 647 590 332 620 1469 990 706 119 704 566 714 519 382 712
split_gain=187.219 134.04 103.53 96.2223 118.898 87.5289 68.0517 65.8979 59.0861 61.2305 57.6495 55.7034 53.0304 52.1723 50.7323 52.473 47.4179 56.9469 47.5607 45.8398 45.473 43.9222 42.5461 42.024 41.2445 47.2194 55.6622 42.8504 49.262 44.2521
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.49008176997875957 1.0000000180025095e-35 0.98810451262880827 1.0518754624258557 -1.3900695809707992 1.0000000180025095e-35 1.0000000180025095e-35 -0.8867634123843694 1.0000000180025095e-35 -3.9164670491403295 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.16760437365778322 -1.3263328046252252 1.09266583130301 -0.20668351718138131 1.4918152506281495 -0.71871386815463467 1.6668163271194893 -0.62741635080033265 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 13 -4 -1 10 -9 -10 -5 -7 19 -2 15 -3 17 -16 -18 -8 -17 -13 -15 -22 -12 27 -27 -26 29 -29
right_child=1 14 5 7 -6 11 12 8 9 -11 24 21 -14 22 16 20 18 -19 -20 -21 23 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00015651397254857729 -0.0003273244316608608 0.00066639398967508129 -2.1197343019764541e-07 -0.00011461071230927614 -4.846765366883783e-05 -0.00011682417468910824 9.8181290109855071e-05 -0.00011279423158334979 8.4685659149493105e-05 -0.00023222941897078873 -5.742177663317697e-05 0.00018144632751126177 0.00017315487343936851 -8.6958379153861753e-05 -6.4980088272324012e-05 0.00061872688563961405 -0.00016752828508718708 0.00047250491705922435 -2.1172321837070543e-05 -0.00012510346449896463 -0.00018222769484754739 0.00050048888754499626 -0.00024062790249620685 -2.2825889893287605e-05 1.1061468256210131e-05 -0.00021168462712668548 0.00028794397534600365 -0.00018668472104126248 9.9946416015583586e-06 0.00039588473438802684
leaf_count=3396 11374 187 34551 10799 45506 1345 7332 32193 8520 1866 11199 4778 15031 17098 1500 203 16924 916 15589 3800 58528 1472 12866 6088 29060 715 3695 427 2642 2331
internal_value=0 -0.0732601 -0.0468265 -0.069426 -0.129649 0.0468721 0.100594 -0.0288642 -0.0920808 0.0344335 0.0154229 0.242324 0.134298 -0.237739 -0.150541 -0.193662 -0.0801888 0.209478 -0.105948 0.0276485 -0.198613 0.320177 -0.188003 -0.203166 0.0417964 0.072518 0.26443 0.0461425 0.207455 0.391644
internal_count=361931 332372 232437 190291 86844 42146 29559 103447 42579 10386 60868 7595 26163 41338 99935 65006 34929 2416 32513 11132 64819 6250 29964 64616 50069 38870 4410 34460 5400 2758
shrinkage=0.000804263


Tree=1037
num_leaves=31
num_cat=0
split_feature=470 464 601 718 1464 281 81 1467 332 527 333 12 1457 1463 944 1036 827 125 692 288 1456 1435 1469 771 363 421 1454 1457 1450 1464
split_gain=63.047 102.453 56.5464 64.7366 51.245 54.305 42.919 45.7762 40.9594 36.921 57.4118 36.4048 40.6536 36.1567 35.5935 40.204 37.3925 35.0115 34.4528 34.1458 33.8707 33.1049 35.7813 32.5603 31.8455 31.5896 31.5891 32.4365 32.2258 32.6693
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5993600128483978 -0.33296437357971126 -0.89343106475525358 1.4788072840855835 1.0000000180025095e-35 0.86558768754863191 1.0308016862606064 0.17662342233844491 1.5416109563948532 0.86054784576273324 1.4781763871474156 -0.46972197145684536 -0.44105995428747874 1.5320262332576917 -0.82277432041755949 -0.81963839814873374 5.6068634316437889 1.0000000180025095e-35 -1.161100960392466 1.6852846831943531 0.72385255914583335 2.2980089318068333 -0.12591398429191614 -0.40593421939817159 0.20285747808121529 1.8829436135215958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 19 5 17 -1 8 9 -8 -11 12 24 -9 15 16 -3 21 -5 -4 -21 -2 -23 -17 -7 -18 28 -28 29 -6
right_child=4 14 3 18 26 11 7 13 -10 10 -12 -13 -14 -15 -16 23 25 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012733200225462887 -7.3629674445031164e-05 0.00057686164455897078 -0.0019128684629468335 -0.00061104575045150221 0.0018906278725561241 4.3680865749252915e-06 -0.00056240389929236795 0.00020913326937962924 0.00058133864023738517 0.00056344011948733811 -0.0012944049132089584 0.00028458722944416684 0.00075503179424670831 0.0024172566936311191 0.00060085759750513911 -0.00029224994143273864 2.0213971006464166e-05 0.00024281621203440823 0.0010101424842541055 -0.00093088866801021143 0.0038466004688755338 0.0003699142163416527 -0.0005391175802060466 0.0004450377475718335 -0.0005239970632675815 -0.0018484409430760303 0.0012403596452250686 0.00033178787370972078 -0.0016209259894197677 -0.00063736449624937793
leaf_count=5230 34356 9260 6512 3225 532 47897 29194 1991 3378 5673 1490 40460 3757 715 5433 47392 22900 10203 2225 21078 103 2993 30026 4040 9907 740 3746 5770 874 831
internal_value=0 -0.0546844 -0.129055 -0.225139 0.00617212 -0.00335995 -0.0771366 -0.0550227 -0.0776169 -0.105439 0.0396783 0.0283519 -0.00574393 0.243374 -0.0075225 -0.0193489 0.0400023 -0.0483644 0.0431921 -0.285811 -0.239279 -0.0679992 -0.119135 -0.059907 -0.0207508 -0.00819581 0.137926 0.18672 -0.0972455 0.105103
internal_count=361931 170579 80814 33143 191352 179599 47671 42441 39735 36357 7163 102021 61561 2706 89765 84332 32900 77578 5450 27693 21181 67375 33019 51432 57804 23640 11753 9516 2237 1363
shrinkage=0.00373549


Tree=1038
num_leaves=31
num_cat=0
split_feature=1166 269 785 1456 1463 1454 1465 664 1460 1456 852 21 821 1181 1452 982 717 1095 333 706 707 921 1122 1453 1453 1458 1457 1469 570 768
split_gain=60.7743 79.218 63.9783 62.2254 60.0218 56.8812 53.8857 53.5051 51.1791 60.2435 49.6651 55.5033 76.8905 49.4621 48.2509 47.9725 46.6092 46.4902 45.938 44.7726 45.7958 43.3292 42.2337 41.3919 55.427 46.4778 44.2804 41.003 40.98 42.2642
threshold=-1.2508507625752519 -1.2832447556410924 -0.86283290253235112 0.042545365537477266 3.2146045722163294 3.8331818028246452 -0.41120921193798426 2.3848607387285203 0.9504607190545632 0.37396721338577926 1.0747610123934368 -0.32341995197817647 -1.0305144854359449 -0.51342434129706649 0.4926003403048807 2.9259986913243421 0.47434941765559457 1.0000000180025095e-35 2.9869920577443172 -0.042592745412923474 2.8160102712742323 1.0525743831388839 0.32256057287756162 3.5235182473523379 5.5477399240790328 4.3224126317318072 0.4301736276701606 -0.83850545498565088 -0.73655740920563273 -0.6469291839953023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 5 13 14 10 -5 -10 11 12 19 28 -3 17 -12 22 21 -4 -21 -18 -14 -13 25 -25 -26 -16 -1 -30
right_child=1 2 7 8 -6 -7 -8 -9 9 -11 16 23 15 -15 27 -17 18 -19 -20 20 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=9.8541364315917593e-05 -0.00032098503297625208 0.00019273656045193363 -1.333708620036282e-06 -0.00084570622025254493 0.0013345667752222667 0.0020555912384908931 0.00062570791329694684 -0.00068894517257103043 0.0067239240815898122 0.00022013895558163632 -5.9263188103311788e-05 -9.8984554903087414e-05 0.00044021341418763429 -3.0517453827913681e-05 0.00027423015018607683 0.0021428569420494101 0.00037975388635594554 -0.00037800623277324188 -0.0018970512927577305 -0.0010093208241852532 0.0027098068563997575 0.0012379126496571747 -8.483683489748265e-05 -0.0018386344077613464 0.0018454529473216543 0.0045406516914570519 -0.0016739172369969596 -0.0019087028450469996 -0.00014732362213517602 -0.00094750316996643018
leaf_count=5765 44091 7508 7695 16482 1383 475 14237 7902 64 1655 11183 114820 29909 35217 601 611 10907 6134 338 6739 219 3204 9835 1721 411 37 252 1046 6665 14825
internal_value=0 -0.00411344 0.0103237 -0.0796053 -0.0448197 -0.0572046 0.114779 -0.00206686 -0.215869 0.172255 0.00359037 -0.00987112 0.0447843 -0.0651601 -0.0113887 0.0836348 0.0892865 0.0754563 0.163211 -0.114926 -0.276187 0.18068 0.0998302 -0.0371643 -0.309837 -0.514546 0.187426 -0.337923 -0.153507 -0.210637
internal_count=361931 279400 235309 82531 64330 62947 23392 211917 18201 1719 204015 178383 61142 62472 9155 46489 25632 45878 14449 14653 6958 14111 39744 117241 2421 1758 663 1647 27255 21490
shrinkage=0.0031882


Tree=1039
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 712 727 578 647 590 746 795 519 268 747 990 497 1469 275 981 734 21 730 783 934 519 618 520 612
split_gain=174.823 124.975 90.0476 90.617 102.405 85.5597 77.0773 55.827 54.9673 51.2709 128.386 50.8969 48.6742 58.9918 79.7516 47.6056 46.8349 46.3413 47.6727 47.0945 45.6094 45.3598 44.2456 42.5297 52.4844 48.2268 44.1973 42.4477 41.7211 41.4352
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.63779424894106762 -1.5722412400100421 -0.87905496296652397 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 6.1031850957970919 1.09266583130301 1.7001250133015622 -1.3263328046252252 0.4022431516292117 1.7060327193526743 4.1956285434281462 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 2.1420547332082829 -1.4147875658213491 1.5103007336851382 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 11 23 -1 -7 -8 10 -3 15 13 27 -15 -2 -9 18 19 -11 -14 29 -10 24 -4 -25 -26 -5 -13 -20
right_child=1 9 5 12 -6 7 8 16 22 17 -12 28 20 14 -16 -17 -18 -19 21 -21 -22 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.0001706652193572098 -0.00021376606412540122 -0.00011020722413842342 7.398869525640877e-05 -0.00012505905978972334 -4.3893479914809696e-05 -0.00012138035231952647 0.00028832470743210163 0.00016394689882670384 -2.9456601590195449e-06 0.00082466829485430132 0.00044460965578081208 -0.000104129659043404 -9.38612817882474e-05 0.00021490302507694582 -7.0729437095025803e-05 0.00056260062454328689 0.00047274588345250668 2.4031665890440008e-05 -0.00012373917001994727 -0.0004703652661997236 0.00013585333104545745 0.00071082624500105234 0.00013542615772814295 0.000190057329724097 -0.00010757784955364829 -4.8253796116869531e-05 0.00019623537034188607 1.7113710698222922e-07 0.00022960063337974185 -0.00025825819745142699
leaf_count=3225 33878 4821 7921 10102 45923 1294 3439 4808 9961 234 1384 6267 26904 6057 3680 164 1493 5552 76052 97 2092 143 12934 5213 16536 3732 1149 54166 1058 11652
internal_value=0 -0.0684221 -0.0428885 -0.064013 -0.121745 0.0445206 0.0996482 0.238094 0.13436 -0.143253 0.0556262 -0.221605 -0.024049 0.00423469 0.148051 -0.272209 0.314254 -0.158746 -0.174507 0.599975 -0.0981971 -0.178824 0.0981907 -0.00204579 -0.0466882 0.122466 -0.111263 -0.0201802 -0.0610599 -0.181689
internal_count=361931 332372 232437 190291 87290 42146 29559 7595 26334 99935 6205 41367 103001 74005 9737 34042 6301 93730 88178 331 28996 87847 22895 34551 25606 8945 17685 64268 7325 87704
shrinkage=0.000757875


Tree=1040
num_leaves=31
num_cat=0
split_feature=785 519 526 727 1235 727 588 382 341 803 728 1080 791 470 1016 665 896 876 706 21 507 567 633 660 1043 418 412 706 564 927
split_gain=187.269 117.643 110.037 98.526 82.3964 79.0874 72.7148 65.2476 63.7356 61.9844 53.1183 58.6145 67.6865 63.0517 60.5998 60.4834 54.4186 50.4461 48.8122 47.7399 47.3277 46.2493 47.293 45.2685 42.92 42.7169 41.773 41.4671 43.3354 41.4544
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.94625487755706195 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 0.76477020397632989 1.9682860324222273 -0.90320472132347296 2.2092738772757108 1.0000000180025095e-35 0.66595742291584703 1.0000000180025095e-35 1.0000000180025095e-35 -0.43454379769620094 1.0000000180025095e-35 0.85558832110916161 1.0000000180025095e-35 0.65809631222906606 1.6534791294988647 1.6254498913797 -0.72421686037558375 -1.0820537629581444 1.0648911750288779 1.8311510170418688 0.62672487627420737 1.9546110090380651 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 18 17 27 7 -5 9 10 20 12 16 14 23 -13 -12 24 -3 -7 -6 -18 -23 -14 -2 -26 -4 -1 29 -29
right_child=1 3 26 6 8 19 -8 -9 -10 -11 11 15 13 -15 -16 -17 21 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0002362278410449338 -0.00029397499868558444 -0.00027098044666234652 -0.00026554953062981159 9.7533298203208332e-05 -0.00010189385950019351 -5.7098050204795848e-05 0.00027885466937116032 -0.00016749229726981994 -0.00021198804397653428 5.4736965477309073e-06 -0.00013502434390391554 -0.000190657565901798 -4.7195065604730522e-05 6.0402392962574016e-05 -5.8891326663375314e-05 0.00018697671278323656 -0.00024649057994110326 -0.0003022196251152141 -1.9858522156892955e-05 0.00012756692912475594 9.6210423476242722e-05 -0.00013136666581976841 0.00039187688654932482 -0.00029373581157795511 -0.0001393604835449995 -0.00031300900777448228 -5.152948818507231e-05 -0.00014325092099470917 0.00028603000364557272 0.0002665954258346636
leaf_count=5567 12745 6191 60449 5092 16245 6893 2580 4399 38812 8277 28475 1943 3097 5144 12839 2510 40548 19792 3256 10115 3728 3172 495 9783 33713 6158 2929 5356 906 722
internal_value=0 -0.211165 -0.22313 -0.0676457 -0.204151 -0.0361759 0.0484779 -0.031138 -0.180932 -0.161167 -0.172886 -0.19198 -0.202694 -0.119505 -0.166497 0.0314425 -0.237516 -0.271887 -0.228584 0.0614912 -0.0783663 -0.284965 -0.0655218 -0.283486 -0.235578 -0.202249 -0.314816 -0.156764 -0.0560051 -0.116812
internal_count=361931 332372 310854 21518 247476 29559 12071 9491 175068 136256 127979 108006 103553 30863 25719 4453 72690 72408 9447 17008 19973 44215 3667 12880 52616 39871 63378 12551 6984 6078
shrinkage=0.000804263


Tree=1041
num_leaves=31
num_cat=0
split_feature=50 56 729 276 1104 1470 1020 840 1459 1388 911 775 1108 984 651 706 269 1043 45 1457 1449 1219 522 1024 1468 1459 137 371 631 839
split_gain=62.0902 100.816 46.3812 44.2577 47.3758 43.9482 41.6798 40.0661 39.2541 37.5993 39.7978 37.0525 36.9192 36.8507 36.3977 35.8499 35.5277 34.7013 32.8554 35.354 34.7207 32.7213 33.1599 32.6676 32.5485 32.4888 32.4416 31.6838 33.209 31.0609
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.75637635299260908 0.51239841603722114 -0.35912262658349597 -1.319112866592808 1.0000000180025095e-35 -0.79829463240218612 0.73871680408646412 -1.243792276675044 0.53589373543328311 -1.6007614821559903 -0.39827838259144405 0.78807280703509652 1.1107569744011787 2.0733145747592965 -0.36806838854686125 -1.1207814247701269 1.0000000180025095e-35 -0.27651417167443132 0.82094559772682762 2.9174730118466901 -0.71745339412579689 3.3050850414061812 0.18261141819633667 -0.19467617432788356 0.11701419275757165 -0.87384870189937469 1.2161577392413176 0.86572629483244734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 9 25 -4 11 13 -2 17 -3 15 -9 16 -8 -7 -11 19 -18 -20 22 -6 -10 -22 26 -1 29 -29 -27
right_child=2 7 6 -5 21 14 12 8 23 10 -12 -13 -14 -15 -16 -17 18 -19 20 -21 24 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0019802285318348549 -0.00091286457462508676 0.00099363762440568939 -0.00047513831822641728 0.00035422911606071097 0.00050350998350609673 -0.0011882989548972589 0.00016074302239970517 2.652054537511092e-05 0.00043722463220697893 -0.00073215832179316254 -0.00055990343331631528 -0.0005763604164210985 -0.00027634072106215104 -0.00059297114254364743 5.1564112109217644e-05 0.0014936673775390013 -0.0010688916757835634 0.00016937869469544728 -0.00035480101583649159 -0.00038819731190557251 0.0017325754661619583 -0.0019183782456843785 5.843013245289576e-05 0.0060234482758565588 -0.001767407307383656 0.0032181262751143172 -0.00074269332019139672 -0.0008805264612807912 0.0021413423603183954 -0.0051078696157177764
leaf_count=1076 5481 1457 28807 32845 14613 19265 13554 51650 11021 4010 10213 17165 18133 9105 5936 1539 17401 22341 10282 15197 1175 711 45135 59 269 240 427 2493 295 36
internal_value=0 -0.0570269 0.00349484 0.024217 0.00205665 -0.135492 -0.050791 -0.0123923 0.00866093 -0.0543371 -0.0310682 -0.116111 0.000410357 -0.014166 -0.15626 0.0782032 -0.178937 0.0133567 -0.14539 -0.191606 -0.037738 0.0395313 0.0440883 0.121406 0.289115 0.0672554 0.31955 -0.0655295 -0.142269 0.584271
internal_count=361931 164549 197382 135349 102504 74092 62033 90457 71835 42045 36564 18622 33226 60755 69525 15093 63589 26351 44324 32598 11726 60459 59748 11080 1444 4567 1503 3064 2788 276
shrinkage=0.0038864


Tree=1042
num_leaves=31
num_cat=0
split_feature=785 181 1148 1442 890 932 497 713 930 747 401 727 1430 1436 784 1218 1361 1098 671 355 773 705 21 263 930 1354 1315 1325 927 619
split_gain=170.05 121.669 89.8058 83.1424 75.951 73.4518 65.0096 65.5632 85.3342 75.1259 68.3066 63.985 60.1841 80.4547 54.427 48.365 47.7434 46.4463 44.1775 43.796 42.8684 43.6435 42.3955 41.7221 41.3428 39.6919 39.8046 39.4764 39.3452 39.0383
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 -1.2625182715263061 -1.3230736206490437 1.0405860362224371 2.2206245932530155 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.66778437295061321 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.90362276233551631 3.9048232315577729 1.0000000180025095e-35 -0.65750918523183322 0.66766422009387627 -0.24416560997491552 0.70271917444219445 0.73161970490752004 1.0000000180025095e-35 1.6445160113075163 1.0000000180025095e-35 1.0000000180025095e-35 -1.220104645512947 -1.4327162108694733 1.0483613175537825 0.83082504555296788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 16 -5 -4 7 8 19 15 12 28 13 -11 -12 24 -2 -15 -16 -6 21 -8 -13 29 -9 26 -10 -26 -1 -3
right_child=1 23 5 4 6 -7 20 9 25 10 14 22 -14 17 18 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-3.8976936108321698e-05 -0.00017356663879695283 -0.00014189886648569675 3.9105326329468858e-05 -0.00010996891742671001 0.00025044316589266152 0.00035811929263123067 7.418104612056444e-05 -0.00015973452194861722 0.00044674810549449374 -0.00017553047245206835 0.00024931752314829225 4.1334005337469061e-05 3.4568018436326333e-06 -9.0052992993644665e-05 6.3309731750758769e-05 0.00046895319863439667 -6.7524442559459334e-05 6.3568708810684258e-05 -0.00013924061437055763 4.7750894009706504e-05 -4.480222890154817e-05 0.0003386540624224835 0.00019364026543892699 5.5852862168803873e-05 0.00030676160554131838 -0.00021093330626195366 -8.7245344246751543e-06 -6.8572512174893568e-05 0.00021838860145063143 -2.4923152139171235e-06
leaf_count=11206 22102 61095 10762 29610 4746 1780 2974 18427 396 18814 2499 6893 36026 9990 12594 302 35596 7787 2519 4337 2348 2139 10115 3060 755 2449 10901 22699 1345 5665
internal_value=0 -0.0695577 -0.0496486 -0.0594427 -0.0393426 0.120377 -0.0231308 -0.0332802 0.0676537 -0.0524522 -0.0196321 0.0963914 -0.051505 -0.12022 0.0863643 -0.132846 -0.140562 -0.0287309 0.0420459 0.220013 0.155771 0.25784 0.181938 -0.162968 -0.140268 -0.0359067 0.0116074 -0.0796453 -0.0133052 -0.178018
internal_count=361931 332372 262552 250010 192312 12542 162702 155241 22829 132412 90229 29559 72617 36591 17612 42183 57698 17777 15113 9083 7461 5113 17008 69820 41881 13746 11297 23454 12551 66760
shrinkage=0.000714163


Tree=1043
num_leaves=31
num_cat=0
split_feature=253 1442 478 1044 1439 1051 21 747 615 1425 471 65 799 816 271 1046 1077 1384 1450 1361 559 595 1458 1465 645 1464 843 1469 1361 427
split_gain=61.6045 52.3778 48.2246 50.7399 42.8101 42.0671 37.7353 56.8187 57.0754 51.5032 51.559 44.7894 42.6692 41.5794 40.5881 38.9831 37.1965 37.0968 36.9326 35.3614 37.5914 35.3783 34.7439 52.7832 33.8079 33.637 33.6025 33.0254 32.97 37.5513
threshold=1.0000000180025095e-35 -0.962738934255707 2.2403807688518929 -0.12437908628732461 0.70356782200899082 3.3097721730075098 -0.13431221002227373 2.2668746584208797 1.7711288261699307 -0.49854827941355384 -0.93081268283970298 0.77605621623814935 -0.58454210970522613 6.0906794990390116 2.2544765320025699 -0.63871694279022384 1.0000000180025095e-35 0.78350551851161443 -0.43796921585269916 1.0000000180025095e-35 -0.10113878196507622 1.0000000180025095e-35 -0.72983201679721443 -0.50034672269571534 -0.62868119753365426 1.1622679489339427 1.6648771002323313 1.5966972016828689 1.0000000180025095e-35 0.397437365806877
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 18 3 5 6 19 11 8 9 -8 -11 14 -12 -9 15 -1 -7 28 -2 20 -3 -21 23 -17 -22 26 -14 -13 -6 -30
right_child=1 2 -4 -5 17 16 7 13 -10 10 12 27 25 -15 -16 22 -18 -19 -20 21 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.3241495686426882e-05 -0.00076268695014984937 0.00010287294971799278 -0.00075141308524436011 -0.00026196054131898816 -0.00035240610179512131 -0.00020916248871139453 -0.00016195786953889256 -0.00079136670011734881 -0.00054242295144612174 -0.00048213668485471215 0.0006285743880044566 -7.0490800354991616e-05 9.5887636575437615e-06 0.0020250026401969043 -0.00049605620917019108 -0.00015032066600846876 0.0043409216916905531 -0.00064529613055380253 -0.0002657026895551616 0.00037785253596909216 -0.0013152404239718794 -0.00033280458689190147 0.0002874017431436799 0.0010731922013752647 -0.00024384907648223439 0.00070966078769574715 0.00072504305400931458 -0.001300923756428021 0.00029304929313776946 -0.000325426421295049
leaf_count=13279 15698 11072 7266 37053 17733 160 34101 5608 9618 5353 9756 20097 31793 184 4132 2262 177 8931 27950 17952 2637 4773 34786 6142 5388 3731 2933 1500 12957 6909
internal_value=0 -0.0637571 -0.0334668 -0.019122 -0.000387339 0.0325072 0.013962 -0.0129319 -0.00030931 0.0154828 0.0555077 0.0503851 0.0760087 -0.216059 0.0785148 0.0919944 0.790844 -0.0634838 -0.139905 0.0259417 -0.0495605 0.0818529 0.121764 0.245276 -0.177454 0.0447784 0.023663 -0.0469255 -0.0338654 0.0237289
internal_count=361931 130126 86478 79212 231805 42159 185275 103077 97285 87667 53566 82198 48213 5792 60601 56469 337 46530 43648 41822 19097 22725 43190 8404 8025 38457 34726 21597 37599 19866
shrinkage=0.00312569


Tree=1044
num_leaves=31
num_cat=0
split_feature=1423 1426 1453 970 21 1425 683 885 547 1453 1122 705 1454 1466 1431 131 799 602 561 1303 484 1466 1463 878 838 656 419 707 1356 83
split_gain=59.9901 56.089 56.4036 55.7726 49.7467 52.4507 51.5163 59.7678 47.4921 49.6603 44.0541 43.2127 42.9589 45.3631 41.1611 39.0648 35.788 34.6577 34.5182 34.113 34.484 33.9417 33.5065 36.5121 46.955 33.3052 33.2403 33.1939 33.6315 32.6096
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.9142027959396961 -0.33482593523350052 -0.13431221002227373 -0.49854827941355384 -1.3831318875547542 2.2685560401286238 2.2607263609058417 0.47485221662462634 0.4323518532428216 0.91578345598269018 -0.91909735138557946 -0.29222153102773374 1.0099929608726099 -0.37314326152536875 -0.58454210970522613 1.0000000180025095e-35 -0.8664948354579004 1.7160994611581364 0.1045882393149573 -0.051615836820850705 0.94170239728407068 1.6473864309851525 -0.81066987657913026 1.0000000180025095e-35 -0.83202065260420666 0.37396491832507939 -0.50019127212278292 2.1827992373410878
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 18 8 -6 -7 16 9 14 11 26 -11 27 -1 17 -8 -2 -3 20 -17 -15 23 24 -18 -25 -5 28 -14 -20
right_child=15 2 -4 10 5 6 7 -9 -10 12 -12 -13 13 21 -16 19 22 -19 29 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00025918705009464455 -0.001020893391431351 0.00044700378322487885 0.00063522778222504573 -0.0010190185850416688 -0.00029829319400045138 -0.00056974939094725041 0.0006255769359715073 -0.0010233054447892859 -0.00050719012512774391 0.003048383257638856 -0.00085478862993658802 0.00029188349213629829 0.0014317104030608357 0.002268687433992775 -0.00033372766351139397 8.3505145918642818e-05 0.00065824809209180288 -0.00033692497475626214 -0.00019657063812017801 -0.0011603727005919003 -0.00044860928840841199 0.00076662876508963758 0.00072904406886854431 0.00020941035691223714 -4.403091449546225e-05 -0.0013437206354300348 -0.00029292796700956634 -0.00094354340737446915 -0.00016040353982187266 0.0010726238118932991
leaf_count=46892 13872 8922 4955 6879 38611 8234 10716 2504 7304 485 15841 7330 1395 1048 11250 26345 7328 16697 31951 2734 15215 7770 4495 1295 26851 2049 27513 1828 2326 1296
internal_value=0 -0.00626921 -0.0502192 -0.0634951 0.0159464 -0.0150903 0.0218162 0.0429557 0.0579514 0.0730709 -0.113625 -0.075374 0.183235 0.162131 0.0430989 -0.0827499 0.0580842 -0.158206 -0.00233748 -0.0412827 -0.0255638 0.253914 0.0305873 0.00917587 0.0305747 -0.193617 -0.112881 0.00336096 0.117089 -0.0368647
internal_count=361931 287068 104687 99732 182381 102083 63472 55238 80298 72994 57563 41722 14852 14367 58142 74863 52734 30569 42169 44294 41560 8818 42018 37523 34179 3344 34392 5549 3721 33247
shrinkage=0.00373549


Tree=1045
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 727 746 795 618 388 647 590 726 981 585 519 268 990 1469 275 520 21 1453 281 50 1398 21 970 1447
split_gain=168.554 127.796 88.4504 99.0558 108.445 71.6553 69.6706 57.0873 50.3129 51.6785 50.1107 51.7159 121.857 49.9793 49.7009 44.388 44.2955 69.286 43.2405 42.3983 43.9802 41.1759 40.4031 38.6066 38.5539 37.2132 40.9191 41.0221 42.4665 36.6254
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.4147875658213491 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.7060327193526743 -0.8867634123843694 2.1420547332082829 1.0000000180025095e-35 1.09266583130301 -1.3263328046252252 0.4022431516292117 1.5103007336851382 1.0000000180025095e-35 0.51954049301251548 -0.48485357901650905 1.4829784501753427 -0.42104414149965047 -3.9164670491403295 -0.13462041804506439 1.2420411362750934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 23 -1 15 9 -5 11 12 -3 -7 -10 -2 -11 -18 -15 20 -13 -9 -8 24 -4 26 -21 -28 -29 -6
right_child=1 10 5 8 29 13 22 21 14 16 -12 19 -14 18 -16 -17 17 -19 -20 25 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.4677405455644011e-05 -0.00036228086183085558 -9.5004399462606562e-05 -0.00011998075369591593 -0.0001115482159224669 -6.7075815981057548e-05 -0.00011569989461609471 5.043331622891693e-05 -0.00010465801121870426 -9.8213048195556436e-05 3.6032379005365445e-06 -0.00021340811098510251 0.00086442197120223515 0.0005063289049067395 0.00015850386873469667 0.0001514176681790013 -0.00018024203671442821 0.00022894608615905951 -7.0106570442738032e-05 0.00047029369529675322 -7.1149209598047271e-05 -0.0004064560852413967 0.0002402238156999952 0.00021435005570135293 0.00010644165930572568 1.50787627076932e-05 9.4044653045791874e-06 0.00068927184860767792 -0.00011616318266371923 -0.00024282471206777886 6.5646591023416149e-05
leaf_count=12551 9354 3918 9434 11418 39775 1345 6893 6267 26904 54166 20295 220 1190 4778 2092 24688 5407 3014 1472 27336 102 1058 10115 7226 17891 6556 131 21351 18836 6148
internal_value=0 -0.0691284 -0.0433033 -0.0642236 -0.1245 0.0433694 0.0959595 -0.227011 -0.0224035 0.00636232 -0.144747 -0.120857 0.0941407 0.220788 -0.0977941 -0.280361 0.0271796 0.160275 0.294864 -0.138035 0.593072 -0.0568429 0.18499 0.000788369 -0.0368197 -0.142507 -0.161205 -0.211359 -0.216969 -0.0587769
internal_count=361931 332372 232437 190291 87290 42146 29559 41367 103001 74005 99935 79640 5108 7595 28996 34042 62587 8421 6250 74532 322 7325 17008 34551 27325 74210 67654 40318 40187 45923
shrinkage=0.000788493


Tree=1046
num_leaves=31
num_cat=0
split_feature=815 1154 789 896 933 513 588 575 821 1229 728 995 651 99 1329 923 192 324 788 907 747 1051 692 50 56 568 1361 978 1171 657
split_gain=60.73 134.287 60.7285 63.1061 62.8735 85.2796 77.4311 59.9866 59.8097 57.7456 55.9307 49.209 48.9305 45.6636 45.104 42.4519 41.9522 40.9127 36.9073 39.4755 36.726 36.5177 36.225 36.0116 36.6685 35.8229 36.2904 35.0313 33.4668 33.1335
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.42670496010513392 0.68806224955729689 1.0454229551509682 0.71188872395471614 1.0000000180025095e-35 -0.72370887929751782 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.1107569744011787 1.0458075788372223 0.26536942375817424 -0.36513490025409884 1.0000000180025095e-35 1.0000000180025095e-35 0.38349571241217301 2.6596371626767215 0.98810451262880827 3.5926503781727646 -0.74861040167433779 1.0000000180025095e-35 1.0000000180025095e-35 1.1082142518491886 1.0000000180025095e-35 2.0501123365035654 0.30028666319685293 2.2603408215975165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 14 7 -7 -1 11 -8 25 13 21 15 -2 -4 23 -14 -20 -18 28 -9 24 -3 26 -10 -17 -5 -6
right_child=2 17 16 12 29 6 10 22 9 -11 -12 -13 18 -15 -16 27 20 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010905085932746516 0.00056818449152442035 -0.00049180443492306413 -0.00049735736569502865 -0.00024491539003583529 -8.8077509003967803e-05 -9.2862074329658022e-05 -0.00036537957879103744 -0.00021257890660085537 -0.00033880846176421992 5.6315494507917408e-05 0.0021858508030896911 -0.00096236814066386848 -0.00099790927667412605 0.00056628435318408984 -0.00024262916145425051 2.278595810491016e-05 -7.1647052244844424e-05 -0.00029863731456404835 -4.5224092618325518e-05 0.0065920980933540539 0.0013545334653197007 0.0041801761557898097 0.0012309190491737983 0.00023683119422376428 0.00019502970780080659 -0.001136685992239056 0.00069029162998149676 0.0010789358871940867 0.00032020538993152874 -0.001174055655252592
leaf_count=20861 18051 14548 22772 36849 18776 5439 564 1307 20648 14247 2898 18320 6505 6569 14780 29766 6038 23971 2887 53 1111 112 5489 41441 9694 4158 2664 1957 7524 1932
internal_value=0 -0.0541163 0.00557295 0.0219126 0.0545266 0.0816633 0.21625 0.137801 -0.136871 -0.105293 0.482826 -0.153924 -0.0344132 -0.00770923 0.0451165 0.0748191 -0.0862785 0.000979133 -0.179871 0.0240787 0.0523293 -0.0341385 0.266321 0.0290184 -0.0475242 -0.0894715 -0.0526615 0.0257227 -0.0375323 -0.0519713
internal_count=361931 170552 191379 161458 100959 80251 15697 12235 80898 60037 3462 45790 60499 51054 64554 49774 29921 89654 9445 2940 7149 44485 6796 65683 24242 27470 23312 31723 44373 20708
shrinkage=0.00366224


Tree=1047
num_leaves=31
num_cat=0
split_feature=785 728 1080 1022 1361 727 150 388 647 590 1235 959 714 1469 519 723 376 858 1469 275 872 21 1436 1079 678 578 846 50 340 588
split_gain=163.173 131.781 88.7214 87.3071 112.574 72.1455 68.0084 52.8793 52.1968 128.236 47.2424 46.8357 48.2436 46.6818 45.3827 66.1724 53.5737 44.7365 41.4099 45.1995 41.1743 40.1407 39.7279 48.4593 41.3618 37.622 36.7765 37.5699 36.5119 36.4877
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.45926076786608272 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.24934742919911 -1.2907225086880219 1.0000000180025095e-35 -0.61819632934197222 2.1420547332082829 1.0000000180025095e-35 1.2189113891555967 -1.0336692051997565 -1.3263328046252252 0.4022431516292117 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.0729769241839433 6.0948733974029876 -0.87905496296652397 -0.60185991305069442 1.4829784501753427 0.54703477416996305 2.250834115212506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 11 25 -5 8 9 -3 -6 -2 13 -13 -8 -16 29 -12 19 -10 -4 28 23 24 -14 -1 -20 -28 -7 -17
right_child=1 7 20 6 10 21 14 -9 18 -11 17 12 22 -15 15 16 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0002164323815696819 -0.00034725406794710429 -0.00010196677640808173 -5.5053997423498144e-06 -6.4605403864545236e-05 -0.00013285982660140653 0.00010548135045890349 6.2912271705481549e-07 -0.00022250073125096027 0.0008800480282683431 0.00052756021684997 -0.00018294288782847058 0.00013730475082609532 -0.00025215201816544675 -0.00014595114023102339 -0.00015041724204105077 8.7171755886912398e-05 0.00050093295376686545 6.9463756383537032e-06 -4.6645818953647665e-05 -0.00043272666204786502 0.00022994745788316678 0.00021649528924710493 -6.3750918328924045e-05 0.00023383292974330058 0.00058345122953488786 -5.4490528313289616e-05 -0.00016022089264741649 6.6614856590425018e-06 -0.00021418238069664504 0.00046596750067326301
leaf_count=1537 8602 3918 3416 49367 14137 5708 61682 20295 220 1190 4490 3354 22533 4891 1982 5777 1118 38117 19455 102 4520 10115 6972 594 140 11014 50134 4621 1185 745
internal_value=0 -0.0708823 -0.0446625 -0.0534108 -0.104641 0.0916522 -0.0170309 -0.147617 -0.123049 0.0928613 -0.0457287 -0.202875 -0.174816 -0.0184712 0.022192 0.147525 0.227684 -0.0132082 -0.140302 0.582352 0.163081 0.18242 -0.222317 -0.278057 -0.30182 -0.0248955 -0.144718 -0.177601 0.0617508 0.159577
internal_count=361931 332372 232437 224501 103830 29559 120671 99935 79640 5108 56744 47086 38484 8245 71304 9622 7640 42607 74532 322 7936 17008 30239 23267 22673 12551 74210 54755 6893 6522
shrinkage=0.000804263


Tree=1048
num_leaves=31
num_cat=0
split_feature=785 181 728 727 1043 852 784 647 590 846 263 547 1464 561 1470 560 365 677 619 1367 681 146 138 706 944 1430 927 630 853 151
split_gain=160.178 121.332 86.5917 69.0577 68.4172 64.6824 54.1681 48.486 111.369 46.5268 42.4885 41.1723 39.7189 39.1306 38.7395 39.7606 38.576 38.4555 38.3273 37.9234 37.5444 37.1773 38.8483 36.8765 36.0156 35.2786 33.8918 33.7451 32.8035 32.7928
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0820537629581444 -0.22706799479215015 0.9594655836162902 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.6445160113075163 1.4078093546699517 0.74657910936426475 0.55894040826437752 -1.3664195657027294 1.6590601587821199 -0.78919497293715091 1.0000000180025095e-35 0.83082504555296788 1.0000000180025095e-35 1.0000000180025095e-35 2.2368666814773395 -1.0321883268519072 0.99377002365102085 1.4781763871474156 0.54622893720785959 1.0483613175537825 0.17545058997979482 -0.92795792906937757 1.3534080646825177
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 23 24 16 12 8 -4 27 18 19 13 -7 -8 -16 -6 -18 20 25 -3 -11 -23 -1 -2 -5 28 29 -25 -9
right_child=1 10 7 11 5 6 14 9 -10 21 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-7.8247563028894637e-05 -0.00011944990208754429 -0.00011727673500736334 -7.60299840846118e-05 1.5923201243036934e-05 3.6837013266686293e-05 3.9188706795962959e-06 -0.00050081041269634181 3.5870849202741642e-05 0.00042643104773091157 -0.00012708365048053267 5.905200075691988e-05 -0.00014362301970654193 7.2570375209670115e-05 -8.1145468437875874e-05 0.00010701449922060983 -0.00015010830988556226 -0.00011545067066274959 -3.020719498121242e-05 7.3184077638053247e-08 0.00021003974709985241 -0.00025036561774189329 0.00070892664377995732 1.5294632730244792e-05 -0.00024306303379319184 0.00013230392105457935 0.00026545279271598937 0.00036791462196557068 -0.00011755097920809297 8.3308041864565887e-05 -0.00022938304926165592
leaf_count=7451 20552 51893 3910 5288 10756 52408 214 13397 1186 48791 3060 1040 12405 15483 17736 1233 21539 30224 5665 9109 9202 216 1204 738 1547 1571 633 8401 3729 1350
internal_value=0 -0.0643829 -0.044485 0.096783 -0.0210219 -0.00745234 0.0245981 -0.113111 0.0960474 -0.130029 -0.157872 0.185611 0.000201254 -0.0203181 0.121236 0.131068 -0.0632418 -0.0882416 -0.173092 0.212836 -0.193632 -0.172662 0.178862 -0.0173655 -0.146832 0.0992155 0.110678 -0.0439395 0.0485128 0.0191925
internal_count=361931 332372 262552 29559 184097 161998 99479 78455 5096 73359 69820 17008 80296 67891 19183 18969 62519 51763 66760 15968 61095 50211 1420 12551 22099 6859 5100 23148 4467 14747
shrinkage=0.000686431


Tree=1049
num_leaves=31
num_cat=0
split_feature=43 862 785 579 706 513 662 705 508 692 312 317 566 1049 488 567 633 819 188 51 140 501 363 401 118 1260 968 559 1257 63
split_gain=61.565 53.1371 55.0796 56.1912 60.7851 56.3299 52.4611 48.6113 67.2569 43.6827 38.809 37.2724 35.3542 36.7683 34.8268 34.5499 50.047 33.7078 34.3803 32.7426 31.6317 30.9478 30.8362 30.6747 37.9023 30.6736 30.0172 29.97 33.7811 29.843
threshold=1.0000000180025095e-35 -0.97446007815901359 -0.86283290253235112 1.0000000180025095e-35 -0.1721380915459165 1.0000000180025095e-35 -0.58271687606615485 0.3847065924170836 0.93928964529742032 -0.76344318542298206 2.2039299641339203 1.0000000180025095e-35 1.8091352672049259 1.342371635369997 3.1716671059802404 1.3980950485175831 1.6254498913797 1.0000000180025095e-35 1.0000000180025095e-35 2.7115329900309013 -1.0049714518546708 -0.29768829601646146 1.1233432674607082 1.0000000180025095e-35 1.1315434704044114 1.3674401187856777 1.1344614004379376 -1.0782246548649141 2.5360177764440306 -0.64169633322170971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 5 -5 11 15 -7 10 -3 12 14 20 -14 25 -6 -17 18 23 21 -9 -13 -8 24 -2 -4 -10 28 -23 -11
right_child=17 2 3 4 6 7 22 8 26 29 -12 19 13 -15 -16 16 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00053461300880773988 -0.00059526120910671461 -0.00042173615667731313 -9.5666568341782316e-05 0.0002999464603885136 9.0542548159085832e-05 -0.00011770630353605133 -0.00012864454828391596 -0.00072188504511151795 -0.00051183461648604425 0.00016141460018409575 0.0013765370748044766 -0.00015625488608142873 0.001462795091253999 -0.00081462157573981993 0.0012027201049443098 0.00012731276259419271 0.0018299372744821109 -0.00071791864993978516 -5.990867244072212e-05 -0.0021917299558675374 0.00033475606004523849 0.00031831563870656345 -0.00083390748081225508 -0.00022064835169461328 -0.0021347273720669501 -0.00064977625537210304 0.0007160408719370456 -0.00067845541231937071 0.008093540175328668 0.00066648022203552538
leaf_count=11263 11972 3296 58149 38170 6786 38992 33084 1528 5970 10304 1519 16801 1758 336 987 1550 1296 11151 34200 838 13757 1194 3960 15349 2105 6125 1028 18317 25 10121
internal_value=0 -0.00614911 -0.000563088 -0.0107175 0.0347652 -0.0351708 -0.0214625 0.0132887 0.0821065 0.096645 0.143869 -0.0705486 0.114256 0.355133 -0.0392809 0.117919 0.303943 -0.0842255 -0.0652968 -0.133314 0.0777297 -0.124184 -0.0623456 -0.134095 -0.245187 -0.0457593 -0.102524 -0.191297 0.165203 0.132388
internal_count=361931 287154 275891 252170 84846 167324 46676 64888 25896 23721 18898 102436 17379 2094 65261 9632 2846 74777 63626 37175 15285 36337 37044 29426 14077 64274 6998 19536 1219 20425
shrinkage=0.00312569


Tree=1050
num_leaves=31
num_cat=0
split_feature=1431 667 612 241 570 89 21 1462 1371 800 846 254 585 633 1260 1425 1118 1449 567 970 519 900 765 217 1178 1043 762 126 583 1321
split_gain=59.1638 50.4757 49.1332 45.9741 42.2653 40.3704 40.2567 68.4046 40.1817 40.1699 38.0893 35.9418 37.4698 45.4225 33.5065 33.0259 34.211 33.3921 32.3028 31.932 31.088 31.0537 37.6669 30.565 29.8494 31.1953 29.6096 30.7431 28.8004 31.732
threshold=1.0000000180025095e-35 2.8959165655566772 1.0000000180025095e-35 -0.55389783076229848 0.091819972623059215 0.64386629851390342 -3.2545899522946695 0.64216061943476632 3.4357416210103824 -0.57812715656594349 -0.35591705087833159 2.3914426075998607 0.59573659850611882 2.0602254807584486 1.1523901514725912 -0.49854827941355384 -0.282884360154874 0.59618467655696206 0.96299624388280758 -1.4590569163685652 2.1420547332082829 1.2843353117411589 -0.71944356296347489 3.3403425624161018 -0.5091863199972555 1.5256087990486786 -0.088071773011931587 1.402259659649604 -0.55326332990463356 -0.70040396150208684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 15 -6 7 -1 9 21 -11 12 14 -14 -12 16 19 -18 -15 -5 -17 22 -8 -4 25 -24 -23 -28 29 -22
right_child=1 -3 23 4 5 -7 8 -9 -10 10 11 -13 13 18 -16 20 17 -19 -20 -21 28 26 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0041971511392809363 -0.00036828665995352212 -0.0014638611343892282 -0.00055578042532609842 0.0026829803430124593 -0.0001358074885105904 -0.00077275538829159351 0.00043011792512261663 0.0024034687256953759 -0.00083710476467718732 6.6925726335443546e-05 -0.00016892057962707334 0.00059131038188078866 1.6420609713907743e-06 -0.00014757631914335387 -0.00063419978546730633 9.3522061559296726e-05 -8.5406164321212861e-05 0.00074736266767340149 0.0017036725668490484 -0.00043492469812694064 -0.0020465249813520327 -9.9861635868163406e-05 -0.00048729894946331997 0.0030212174226259534 0.00010907280433521237 0.00084042046804844715 0.0010714831969806024 -0.00073468069722763905 0.0011017706331379012 0.0005255266594585274
leaf_count=59 26201 2224 17918 141 19766 6170 10550 422 3088 77991 63011 2533 19810 561 8173 39173 9708 2280 908 13087 242 1546 6650 123 22729 707 3282 353 1954 571
internal_value=0 -0.0581473 -0.0537024 -0.0386122 -0.0157751 -0.0980865 0.00270007 0.576515 0.00114507 0.0041536 -0.0118575 -0.0427946 -0.050501 0.0302083 -0.0763194 0.0133825 -0.0541271 0.0306259 0.381987 -0.140872 0.0510017 0.0604782 0.0398201 -0.186564 0.00112525 -0.122511 0.212944 0.314339 0.258203 -0.0718053
internal_count=361931 139558 137334 119293 93092 25936 222373 481 221892 218804 172987 94996 92463 21279 71184 67156 25216 11988 1469 13228 41940 45817 40636 18041 30086 7357 5181 3635 2767 813
shrinkage=0.00283103


Tree=1051
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 728 921 661 590 537 846 746 727 21 747 795 618 620 981 990 884 740 730 783 934 566 1470 710 520 1250
split_gain=183.667 117.871 85.3138 84.488 92.4186 76.786 67.4053 49.7324 91.36 56.1862 48.4323 47.8049 47.4517 46.8598 46.6663 45.7555 47.5866 44.0728 42.4417 42.3172 41.5009 60.4614 41.4911 52.0573 46.2647 40.8092 42.532 41.3863 39.683 39.5344
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0525743831388839 -0.59275567010655072 0.58895901036483078 0.44238072866629086 -0.54037419750760363 1.0000000180025095e-35 -1.5722412400100421 1.0000000180025095e-35 6.1031850957970919 1.0000000180025095e-35 -1.4147875658213491 0.16760437365778322 1.7060327193526743 1.09266583130301 1.0000000180025095e-35 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 2.2401583428922476 -1.3545928909252491 1.7745879959826432 1.5103007336851382 1.3459255012896725
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 11 -1 22 8 -3 -10 29 14 -8 17 -2 16 -5 -7 -17 -14 21 -15 23 -4 -24 -18 -27 -28 -13 -9
right_child=1 7 6 15 -6 13 12 10 9 -11 -12 28 19 20 -16 18 25 -19 -20 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00017353220410159452 -0.00022789770037486112 -9.1147148222876301e-05 8.5695980509982477e-05 -0.00011553376692382201 -4.7892018417677399e-05 0.00011248654833120582 -0.0001267465500988864 -9.724680034653702e-05 3.047067426886584e-05 0.00056102435312357251 -0.00017118643808637044 -0.00011051503849067546 0.00016234696981956635 -5.1819605545563433e-05 0.0006224080869756878 -0.00010052783146021286 6.4580061393998726e-06 -0.00011577330168204502 0.00014441681381598354 0.0004885630488644675 0.00027537237970323545 0.00025857146072898022 0.00021045510754072078 -8.8802237403027637e-05 -4.7733534309129823e-05 -0.00067796797959040036 0.0002500973458101988 -0.00018905641360666172 0.00024922745402129292 0.00012795674212742926
leaf_count=3396 33878 12157 7921 11418 45923 7332 1294 23372 1464 1125 58549 6267 4808 3900 164 26904 57391 3800 2092 1493 7672 3459 5213 17685 3732 168 4250 778 1058 3268
internal_value=0 -0.0662116 -0.0413708 -0.0619676 -0.117851 0.106263 0.0439209 -0.139078 -0.0149839 0.34488 -0.163285 -0.213185 0.216347 0.142155 -0.262537 -0.0233187 0.0041563 0.0416464 -0.0953346 0.286906 0.218329 0.110719 0.00253745 -0.0416794 0.125714 0.0241444 0.193422 0.226065 -0.0573597 -0.0786322
internal_count=361931 332372 232437 190291 87290 29559 42146 99935 14746 2589 85189 41367 7595 26163 34042 103001 74005 11132 28996 6301 15031 7359 34551 25606 8945 62587 5196 5028 7325 26640
shrinkage=0.000836755


Tree=1052
num_leaves=31
num_cat=0
split_feature=785 181 728 852 727 784 921 557 263 1447 647 590 846 547 578 539 723 694 491 1459 1470 716 1022 87 50 554 12 494 651 497
split_gain=168.177 150.631 118.557 85.578 76.0494 64.4198 49.6387 48.8669 48.2513 47.5893 46.6038 103.486 47.8254 46.4953 44.1428 42.2313 87.5916 51.1867 46.1628 40.3374 40.3075 39.827 38.7559 38.3351 38.2984 38.2657 37.9593 36.7541 36.4716 35.9276
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.80069416466642784 1.6445160113075163 0.74484333252909696 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.4078093546699517 -0.87905496296652397 0.6695026854463163 1.0000000180025095e-35 1.2068919961524249 -0.40631815796528004 0.53912233727729608 -1.3545928909252491 0.39849607246918939 1.0000000180025095e-35 0.56076668980743449 1.4829784501753427 1.3750651121945727 -0.34484620501756957 0.39483585160423451 1.1107569744011787 3.0589865121061197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 14 7 20 -5 19 15 11 -4 29 -6 -1 16 17 25 -18 23 -7 -8 -9 -3 -14 27 -24 -2 -17 -12
right_child=1 8 10 5 13 6 21 22 -10 -11 12 -13 24 -15 -16 28 18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0002297047953142144 -4.4400612378742321e-05 -0.00015706610700023683 -0.00010345120675238971 -0.00010716511564875616 0.00016864538355337193 -0.00049395678004103072 0.00030268730600621185 -4.0437375010616262e-05 6.3282485035000792e-05 3.2588577724637315e-05 -6.306419988213041e-05 0.00046163629979181813 -0.00017415216482817943 -0.00019083274524693715 -6.2793909786861116e-05 2.3118796680737495e-05 -0.00026289432008436999 -8.1286726351445699e-05 -0.00011993734401664415 -6.07311928392435e-05 5.8855557928483732e-05 -0.00015094101707392106 -2.5223745952418029e-05 -0.0002943011691587995 2.2503157108878488e-06 0.00054134025065164719 7.7822965899440998e-05 0.00030033312403362832 -0.00018582348260790934 0.00042915831991980561
leaf_count=1537 2615 43381 3910 15134 15968 351 3752 35551 3060 10235 22761 1186 45993 1040 11014 12196 13553 8947 21495 12108 16078 596 15945 11271 4218 574 22762 1454 2859 387
internal_value=0 -0.0770267 -0.0548792 -0.0274411 0.0876717 0.00840314 0.110136 -0.016801 -0.18029 -0.0866257 -0.134554 0.069575 -0.150988 0.180765 -0.0316873 -0.111224 -0.14724 0.0050855 -0.210005 -0.196308 0.0578532 0.300459 0.00404069 -0.226793 -0.193896 0.185449 0.0458169 0.106225 -0.0192529 -0.0642959
internal_count=361931 332372 262552 184097 29559 110169 20777 89392 69820 73928 78455 5096 73359 17008 12551 63693 48638 13590 35048 66760 16429 4348 74258 54652 50211 4643 38707 4069 15055 23148
shrinkage=0.000804263


Tree=1053
num_leaves=31
num_cat=0
split_feature=871 1145 1061 785 958 728 593 1098 659 1368 912 83 450 689 784 1071 717 432 146 843 317 830 1318 1375 20 1430 705 961 623 693
split_gain=59.4705 57.0365 51.2342 42.6248 40.1447 39.7987 39.0631 38.1945 34.1727 39.8288 41.2374 41.2309 39.0011 38.1403 41.1742 41.8403 34.7038 33.9634 34.0708 33.9631 34.7499 35.3369 33.3547 33.1301 31.7997 31.1713 30.9304 30.4965 29.9754 29.3742
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.38155117396371013 -0.86283290253235112 1.313041538630376 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.62821384419828064 4.1719159519883009 2.1595162504387648 -0.60883868280529685 2.2203088264540187 0.41500081905592562 -0.90362276233551631 0.69084194168817237 1.0000000180025095e-35 0.56563410195930608 2.2368666814773395 2.1284334098236743 1.0000000180025095e-35 0.61526171830939214 1.8144478066757597 -0.27377523386692942 -0.40543436253494003 1.0000000180025095e-35 0.67165941385979033 2.7378363749037904 0.6575784521372392 -0.10977368634121061
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 19 5 8 28 22 -6 9 10 11 29 -10 24 16 26 -15 23 -19 20 21 -3 25 -2 -13 27 -16 -4 -1 -5
right_child=17 2 6 4 7 -7 -8 -9 12 -11 -12 13 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001098738013064107 -4.4342120102165446e-05 -3.9944862015770785e-05 -0.00030771665071917291 -0.00043044497239975462 0.00060236616549083015 0.00049853133731011796 -0.00064472459024879857 -0.00018672716483663558 -0.00033873075518010267 -0.0018964805757014035 0.00083472060745402919 0.00041648636434430915 0.00069877377203760819 -0.00017593045876414603 -0.00024372850270668359 -0.00074273983677351676 0.00083810309942575776 -0.00074177869209555872 0.0018390112107483404 0.0012361967426383505 -0.00032770681265420639 0.00053166521869360659 -0.0011283605792098913 -0.00044909424225470364 6.6762501137124835e-05 8.5691490515336224e-05 0.00031981472225018969 -0.001822664346943762 0.0011933744225747084 6.2704564393882956e-06
leaf_count=1451 34762 21486 14659 18294 10869 15414 19810 5180 25220 512 3062 22026 1713 3523 16602 5629 3772 14347 307 1061 15560 7577 2476 22415 32719 15841 6617 1225 346 17456
internal_value=0 -0.0063382 -0.051932 0.0150832 0.00444201 0.115902 -0.103027 0.110816 -0.00605922 0.00852798 0.0110538 0.00471902 -0.0776806 0.0279931 -0.0262519 -0.0619469 0.121651 -0.085017 -0.201659 0.00178501 -0.00827767 0.035054 -0.0583256 -0.0596941 0.0639015 -0.0399021 -0.0208314 -0.118549 -0.18916 -0.0624803
internal_count=361931 290100 99695 190405 173194 17211 54011 16049 157145 130212 129700 126638 26933 90888 36143 28848 7295 71831 14654 45684 44623 29063 34201 57177 54745 31725 23219 15884 1797 35750
shrinkage=0.00331701


Tree=1054
num_leaves=31
num_cat=0
split_feature=785 181 50 56 893 728 1039 126 578 21 21 1148 395 263 519 21 470 878 257 257 728 955 944 382 530 625 1122 1454 842 804
split_gain=147.783 120.957 87.6263 132.902 64.4479 61.997 54.9922 53.4298 51.6201 47.912 47.8125 47.5429 44.8544 42.9768 42.8719 41.7618 44.0135 76.3834 40.7916 40.0066 47.4391 40.8046 49.9439 39.7308 39.5036 38.694 37.8146 37.2686 37.899 37.2169
threshold=-0.86283290253235112 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.6744786423712141 -0.49008176997875957 -0.10172660196377835 1.0000000180025095e-35 -0.87905496296652397 -3.2545899522946695 -1.6471741456694959 1.9644670326249816 0.66415532897360485 1.6445160113075163 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 2.3308467365638124 0.53713281317862982 1.0000000180025095e-35 1.0000000180025095e-35 -0.36868549420283098 0.79579885031402708 -0.71584950188157126 2.9606251197735571 0.45538871002063286
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 7 -1 18 10 -7 -8 -5 -12 -9 19 24 26 17 -17 27 20 -3 -21 -23 -16 -4 -20 -10 -2 -29 -13
right_child=1 13 14 4 -6 8 9 12 15 -11 11 29 -14 -15 23 16 -18 -19 25 21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0001648547079416661 -0.00030043012574601432 -4.2767188239881411e-05 -4.1993871364451706e-05 0.00034730823934716888 -0.00015947382457759811 0.00031847987002278909 0.00075530927149360398 5.6865416837391242e-05 4.4029501916202449e-05 -0.00019473226296074284 -6.5313429408994883e-05 2.2238144943930047e-05 -0.00018180092502562863 7.8833946767502649e-05 0.00037754282883373214 -0.00014657886693426165 0.00025478398711577477 0.00024409285716681852 6.4941029468942301e-05 -0.00011290257402844084 -0.00025832323357278386 0.00012035953757503054 0.0015439838013284256 4.0176682170092708e-05 5.184608164095269e-05 -0.00010727967542205367 -0.00024180928737320881 -0.00010702420883986459 0.00073602946626569134 0.00046345875002571393
leaf_count=3396 5904 6397 28675 1109 13656 3407 151 39759 8031 37975 51331 1713 2713 3060 1818 3259 6520 3092 9653 33606 26134 519 104 2380 31072 9066 1854 24472 208 897
internal_value=0 -0.0616674 -0.0417858 -0.0666213 -0.0210585 0.0932164 -0.141494 -0.00464557 0.12546 -0.2162 -0.0505731 -0.0596083 0.0482505 -0.155126 0.0239442 0.090298 0.168857 0.0496021 -0.0915492 -0.170445 -0.242232 -0.118598 0.470849 0.216293 0.0088025 -0.016503 -0.00947385 -0.153085 -0.113094 0.20763
internal_count=361931 332372 262552 198607 111178 29559 87429 97522 26163 38126 55050 53941 42472 69820 63945 22756 12871 6351 49303 66760 32531 34229 623 4198 59747 18719 9885 30584 24680 2610
shrinkage=0.00087056


Tree=1055
num_leaves=31
num_cat=0
split_feature=470 464 713 670 1464 1454 1449 264 1463 1454 1461 1467 1456 1451 1454 1465 1450 409 21 1450 1467 1461 1458 1453 1468 1464 1468 21 1457 1455
split_gain=59.7922 94.9759 51.7803 70.2781 48.1572 51.912 64.7139 56.675 54.3237 51.3908 56.3947 60.2214 51.9332 72.238 47.9084 47.1222 46.7448 45.1921 42.3515 60.8258 45.2611 48.6526 68.335 59.205 52.8418 48.3443 44.6396 39.811 39.3284 37.8169
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5993600128483978 0.67485211051868899 2.2529671283962887 0.38646845251715672 -0.052537044703927886 0.23288809561270282 1.2257192582534573 -0.14455414991617818 3.742879312526544 -0.071276657143309677 2.6579444067051354 2.4014220305861813 -0.35950514493807501 1.8072418525143996 -0.89074317784588486 -0.60748307490299713 -0.42730338151659453 0.36266233291310784 -0.53528856453620277 -0.16723795674480699 0.55644284503728569 0.58604421830445497 2.7220206540297416 1.5676574675808517 1.8601767835506282 -0.17791328164125284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 17 5 7 15 8 9 10 12 -12 -2 -14 -8 -7 -9 -4 19 29 21 22 24 25 -20 -24 -21 -17 -18 -10
right_child=4 -3 3 -5 -6 6 14 16 18 -11 11 -13 13 -15 -16 27 28 -19 20 26 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.2595664292032057e-05 -0.0003926572632414984 -3.2475789040071545e-05 -0.00031602460153045645 -0.0011219891882577636 0.00054060205881635364 -0.00058471542403556369 0.0014348220636415242 3.0267321897521181e-05 0.0012577281725788974 0.00066328935740455957 0.0015609101350232651 -0.00038005217603798998 -0.0013038965481889995 0.0043082735357633933 -0.00090119877557458456 0.00017970477229248665 0.00052356140940721795 -0.0022313663506576937 0.0021648154149798505 0.0010817525191343848 -0.00021643966363003113 -0.00077315210576180842 -0.00077142392747733693 0.0013299471190280864 -0.00094830005855719513 0.0015283762533298479 0.0049672862857096881 0.0031379141451010214 0.002288969446921875 -0.0014277102578622708
leaf_count=12582 59306 89765 38721 27310 11753 25236 2159 19473 630 4848 2440 2495 336 358 828 1996 19083 2201 2818 5694 18938 2148 4157 2398 498 844 199 330 848 1539
internal_value=0 -0.0534399 -0.125224 -0.156188 0.00588866 -0.00336075 -0.0827342 0.0138562 -0.0138077 -0.0522218 -0.069498 0.152931 -0.0894034 0.486981 0.198875 -0.116673 0.0794859 -0.0941404 0.0505904 0.196166 0.0151327 0.115043 0.174157 0.053575 0.425738 -0.0876333 0.307593 0.16246 0.149625 -0.143516
internal_count=361931 170579 80814 68232 191352 179599 30549 149050 109646 69783 64935 4935 60000 694 2987 27562 39404 40922 39863 8062 31801 12863 10715 7399 3316 5001 5893 2326 19931 2169
shrinkage=0.00404341


Tree=1056
num_leaves=31
num_cat=0
split_feature=785 181 728 852 727 784 1447 647 590 1469 921 427 263 1469 1022 1459 1470 363 539 725 491 694 269 902 878 547 12 846 146 138
split_gain=148.997 113.185 87.206 72.5017 67.5552 61.3345 46.9606 45.8117 104.643 43.8916 43.2653 42.2035 41.6242 40.194 44.6739 40.1611 40.0689 50.9418 46.6633 54.7313 53.1769 50.5326 42.0254 41.7488 39.886 39.4568 39.2758 38.5622 38.8076 38.2827
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.9594655836162902 0.74484333252909696 -0.87782724458594241 0.58895901036483078 -1.3263328046252252 0.62154522891879982 -1.3213734904502978 1.6445160113075163 -1.0234077568651669 1.0000000180025095e-35 0.53912233727729608 -1.0825793710432012 -0.80182147927573577 0.6695026854463163 1.0000000180025095e-35 -0.40631815796528004 1.2068919961524249 -0.36806838854686125 2.8598131612861191 1.0000000180025095e-35 1.4078093546699517 -0.37806083096381249 -0.53268848306471728 2.2368666814773395 -1.0321883268519072
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 11 16 8 -4 -9 -7 -5 15 -13 24 -3 17 -2 19 21 -21 -18 -20 -22 -15 -6 -16 -11 -29 -30
right_child=1 12 7 5 25 10 -8 9 -10 27 -12 13 -14 14 26 -17 18 -19 22 20 23 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.968694145070954e-05 0.00032939288643776506 -0.00016628919687751472 -9.3215518092629664e-05 -0.00016495807537294507 0.0001669825171327795 4.5384728893269226e-05 3.9399559547027236e-05 0.00051651635480725092 0.00048807870917241954 -4.8120152252100345e-05 0.00022319049362421679 7.6687594831017199e-05 6.9176624867174811e-05 -0.00014958930097553756 -5.1311753594783734e-05 -4.1546482736628596e-05 0.00015751596557279137 -3.3666185403547725e-05 -0.00014041914163353712 -0.00029456487892187965 -0.00013671174361047392 -0.00011392725726572737 6.1684712779060263e-05 0.00049585504379761767 -2.0179417402262508e-05 -0.00017186326489403441 6.124576238982987e-05 -0.00015490318110278391 0.00085114213752457131 2.3612129762894701e-05
leaf_count=12551 1341 54652 3910 6359 15968 15773 10235 304 1186 23020 5004 13980 3060 15596 14688 12108 3294 8284 5321 11640 18642 7734 7093 344 17477 1040 21292 48630 214 1191
internal_value=0 -0.0666315 -0.0474382 -0.0239103 0.0888696 0.00913707 -0.0785679 -0.116253 0.0868766 -0.132687 0.10863 -0.0155077 -0.156924 -0.00416405 -0.0259511 -0.171994 -0.103095 0.0236896 -0.12804 -0.168976 -0.220983 -0.0317761 -0.0203668 -0.151748 -0.0875217 0.17684 0.0210212 -0.137222 -0.176112 0.18545
internal_count=361931 332372 262552 184097 29559 110169 73928 78455 5096 73359 20777 89392 69820 83033 69053 66760 63693 9625 54068 41654 30626 11028 12414 18986 33073 17008 35980 73055 50035 1405
shrinkage=0.000820348


Tree=1057
num_leaves=31
num_cat=0
split_feature=785 728 1080 1022 1154 727 150 890 1010 725 388 647 590 791 683 1469 275 1467 21 67 714 872 705 1469 872 815 816 540 706 1436
split_gain=176.99 135.281 90.5415 93.2221 122.328 74.2305 66.4547 65.1588 53.8518 52.9799 51.3293 51.0315 125.226 43.0811 49.5142 42.582 44.5713 41.9625 40.8868 40.1129 50.9941 51.4232 46.8654 39.9728 39.7322 38.9984 38.6327 37.4078 36.9202 36.8825
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.45926076786608272 -1.0182342416987082 1.9615424434015647 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -1.07329023030195 -1.3263328046252252 0.4022431516292117 2.6212945108504591 1.0000000180025095e-35 0.2639097113453524 1.0000000180025095e-35 3.0757328524286596 0.34616069102925734 -0.61819632934197222 1.0000000180025095e-35 0.67237773758774566 6.0906794990390116 0.99026637822014563 0.99377002365102085 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 28 -5 -2 9 23 11 12 -3 -8 -15 16 -13 19 -7 20 -6 22 -22 -9 -4 -16 29 -10 -1 -11
right_child=1 10 24 6 17 18 13 8 27 26 -12 15 -14 14 25 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.9382395131281108e-05 -0.0003285569271249393 -9.8175293407531589e-05 -4.4984209892280946e-07 -5.9633179663741149e-05 2.8973958878271237e-05 5.354346298567104e-05 -5.9591891976345345e-06 0.0001506830179734099 0.00018607539526675185 -0.00023850797089581267 -0.0002124273349647815 0.000850517422787449 0.0004992361710906524 -5.545100276593552e-05 6.3107512379731976e-05 -0.00011205497065144301 -0.00040291375987220891 0.00020336877588110879 0.00021503647595568352 4.6736882628966938e-05 -0.00020592529397221794 0.00045715538168053331 -6.3746126498000764e-05 -0.00013034733040799955 0.00022178773142743959 0.00022844000376524915 0.00054143991887815629 -0.00023200063349071323 8.4088678558494264e-05 -8.4198973989078744e-05
leaf_count=7451 11213 3918 3416 49367 11806 6893 50887 2542 2186 21716 20295 220 1190 6049 9169 74210 102 1780 10115 9913 10774 373 20048 4136 4520 5199 147 744 5100 6452
internal_value=0 -0.0699029 -0.043338 -0.0521754 -0.105034 0.0991134 -0.0145462 -0.203134 -0.164965 -0.195591 -0.1476 -0.123435 0.0898629 0.0242311 0.104017 -0.140484 0.592349 -0.0410539 0.190897 -0.0527501 -0.0839417 -0.131099 -0.142194 -0.0111588 0.166421 0.162312 -0.244355 0.102898 -0.0190817 -0.253131
internal_count=361931 332372 232437 224501 103830 29559 120671 49136 37923 34993 99935 79640 5108 71304 20417 74532 322 54694 17008 52914 43001 31195 30822 6678 7936 14368 28315 2930 12551 28168
shrinkage=0.000773033


Tree=1058
num_leaves=31
num_cat=0
split_feature=65 685 859 789 843 62 921 717 970 1458 1151 785 717 1243 723 583 1076 194 188 264 809 902 579 195 911 76 974 1254 55 731
split_gain=58.8625 69.6375 63.4706 68.5658 54.9766 48.2615 48.6665 64.9259 47.1789 46.7416 43.929 43.1339 47.4988 45.5876 46.1517 51.1375 42.7873 42.3057 42.5089 39.9928 38.4744 38.3322 37.665 35.901 34.9198 34.4591 32.8654 32.7895 32.5161 32.2318
threshold=1.6527691397016595 0.58104764358843186 -0.54135187694831066 1.1248358748350926 2.0054490827892364 1.1295246676492809 1.0525743831388839 0.47434941765559457 -0.13462041804506439 1.8460070869938618 1.0000000180025095e-35 -0.86283290253235112 0.47434941765559457 -0.38381723866550083 -1.0570063487222232 -0.55326332990463356 -0.58297395077464731 1.5271592296785539 0.56595263301418985 0.38646845251715672 1.0000000180025095e-35 3.4436453420943347 1.0000000180025095e-35 2.0820612608632372 0.98121470477716499 2.9761799680137027 1.3913630271989776 2.9934441672254821 1.0000000180025095e-35 -0.58233090799287746
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 16 -8 21 11 -2 12 24 28 15 -15 26 18 19 -16 -12 25 27 -9 -4 -3 -1 -22 -13 -30
right_child=10 8 4 -5 -6 -7 7 23 -10 -11 20 13 -14 14 17 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.000739206309702309 -0.00070651514962472505 -0.0001840555508773951 -0.00049789830379406942 -0.00042393293786812796 0.00048579348929295114 -0.00031378175841126685 2.3840609190783493e-05 0.0013254869017958666 -0.00065846452876429178 0.00042934757934536027 -0.00052521708858557802 0.00013773618223485355 0.0005866581585518419 0.00078468800120277829 -0.00079388815079847893 -0.00026133584590217173 0.00012120069553436569 0.0002289570412101291 -0.00011711505234250591 -0.00030790666928703702 -0.00020036420335362376 0.0022914732025042512 0.00080586777110115552 -0.0010263061624824605 0.0010890745662965574 0.0028800036747088178 -0.0007934059243028844 0.0048944966206791703 0.0022654273837987965 -0.00023726425502169107
leaf_count=10777 19356 25753 4999 9666 8931 8105 4289 6272 20748 8145 14577 32602 9169 4276 31372 8162 47034 5120 15405 18914 9328 362 4062 359 804 218 812 72 232 32010
internal_value=0 -0.00946026 0.00327333 0.0503283 -0.0213246 0.0716579 0.0895929 0.216985 -0.0964563 -0.0309061 -0.105822 -0.0399068 0.0674466 -0.0524316 -0.0891055 0.0358782 0.0642186 -0.112853 -0.131053 -0.167728 -0.0401563 -0.0315819 0.044519 0.340496 -0.0753896 -0.0435886 0.178633 -0.0425591 -0.00916233 -0.060253
internal_count=361931 314536 267455 87314 180141 77648 69543 10920 47081 171210 47395 163065 14972 148093 83249 12438 58623 70811 65691 50286 28039 26333 13462 6631 5803 25971 11589 9400 64844 32242
shrinkage=0.00352004


Tree=1059
num_leaves=31
num_cat=0
split_feature=1022 1154 1304 792 809 1234 781 1311 746 597 1022 1470 804 629 764 1051 1191 1089 45 816 117 766 264 771 885 724 73 1381 71 1466
split_gain=59.7696 120.776 68.9342 53.014 58.098 54.6284 50.2003 44.8283 45.4504 50.3173 43.4591 49.6581 43.3135 41.9495 41.0198 38.9728 41.053 38.9293 41.0881 39.4931 37.0701 36.7468 36.7214 36.0094 37.2747 37.2502 35.6447 39.4919 34.8854 34.7813
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.94892239677896928 1.0000000180025095e-35 0.66649192610754393 1.0000000180025095e-35 1.0000000180025095e-35 3.1487438132378309 1.0000000180025095e-35 0.4590488840311347 0.67527595557081987 -1.3545928909252491 2.2521318533151415 0.92013859657459618 -1.0227122317924267 2.658618568664846 2.3689948402903473 0.44837531086292992 -0.4851739300165801 6.0906794990390116 1.8421106730875214 -0.99295247433110345 1.6948692418889324 1.1867863032417985 0.35018306414905159 1.0000000180025095e-35 1.2337430573294543 -0.93672789546451585 -1.244688917740248 0.37829601484295772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 15 6 10 8 9 17 -2 -12 20 21 -7 23 -17 19 -19 -4 26 -6 -11 24 25 -5 29 -28 -13 -3
right_child=3 12 7 4 13 14 -8 -9 -10 22 11 28 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011056877989457756 0.00029792991960747844 -4.1312917507802373e-05 -0.0010214156654266631 0.00026406459460262831 0.00045243958784507173 -0.00053177809323002299 -2.3906915193922827e-05 0.0030547045912464239 7.7295511950123093e-05 6.650536039891602e-05 -0.0022844542714149656 -0.00058845772037235239 0.00079131449610903221 -0.00089978986522596988 0.00010071205201774377 0.00095651026022925453 0.0064349521019459619 -0.00078616496975768312 0.00012030049878147478 0.0024677352579030197 -0.00078424444201183438 -0.00040654147414381363 -0.0018475802638042074 -0.00066160970106162289 0.00024921832677732303 -0.0002273442216150294 0.0010856674679390213 -0.00070850929085132844 0.0010802748878191439 0.00037654673115789194
leaf_count=19470 20607 57188 21981 12537 3780 9871 15832 266 10568 11695 261 911 3561 7453 23196 1303 73 9281 6982 147 4647 12271 738 4779 26072 41061 1020 8279 10667 15434
internal_value=0 -0.052012 -0.129973 0.00710049 -0.023871 0.0500055 0.0960877 -0.0975468 -0.102225 -0.138754 0.144293 0.247034 -0.000273813 -0.117345 -0.020872 0.00295451 0.364355 -0.190589 -0.101536 -0.270245 -0.0111794 -0.0564176 -0.0137053 -0.00303545 0.00818382 -0.0283202 -0.000750151 -0.142093 0.268838 0.0146939
internal_count=361931 171257 81128 190674 109329 81345 48278 61658 61392 50824 32446 11839 90129 23504 33067 85825 1376 38391 16263 22128 86568 16051 12433 84449 79670 53598 81921 9299 11578 72622
shrinkage=0.00359044


Tree=1060
num_leaves=31
num_cat=0
split_feature=888 623 50 332 582 651 996 1430 953 391 809 710 582 747 141 670 471 1463 1375 1002 676 21 1451 557 146 561 947 844 1049 885
split_gain=57.3053 51.4703 50.7865 80.7156 43.8508 41.1305 63.3101 44.7967 64.5004 51.4075 43.0402 39.9122 42.4233 38.9442 38.0447 38.5202 37.4605 36.1974 34.6997 34.5867 34.4835 34.4243 34.4405 35.5842 34.1654 33.8781 33.785 33.6205 33.021 32.9766
threshold=1.0000000180025095e-35 2.4730844549491207 1.0000000180025095e-35 1.0000000180025095e-35 2.1384355827858248 1.1107569744011787 1.0565563832172893 0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35 1.6518864604429058 1.1870562211658833 1.0844420916666788 0.34871943973277292 -0.33114154060000872 1.2185539428497101 1.0043670984357114 1.1980566001670445 1.0000000180025095e-35 2.2332469152510641 1.0000000180025095e-35 1.7567652095367545 -0.31358218297482993 -0.39926778657807038 2.7503861831498626 0.060847979350058673 1.0000000180025095e-35 0.54780110580590458 1.7619212966369413 2.9080136987884808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 5 7 10 8 9 18 11 12 28 -5 -1 17 -10 -16 -4 -6 24 22 26 -24 -9 -11 -2 -8 -7 -15
right_child=21 -3 4 13 19 6 27 20 16 25 -12 -13 -14 29 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00063733608905163007 -0.0010141923896457366 0.00056773652530043141 0.00010316543400445055 -0.00013141077481579016 -0.00027282418017521781 0.00023739629335869258 -0.0016315758200589497 0.00044504890756081673 0.00012074927870384709 -0.00021622780641595332 -0.00077450883068048071 -0.00078491558839239878 0.0014962876838799954 0.00025005406893291226 -0.0002327227076687806 -0.001133413316546593 0.00065995264609999447 0.00065519173886020052 -0.00054558770446149017 -0.0018773404602121381 8.0415660029557872e-05 0.00067596317525372616 -0.00054500286286084966 7.8558270838990357e-05 0.0023009218954182643 -0.0008986200733031365 -0.00033377085422120863 9.3274120065865672e-05 -0.0010808356329362707 -0.0008768739683698599
leaf_count=28830 9870 6772 25055 49435 11079 9776 2092 20323 44691 9922 3287 2040 1023 23472 30720 3536 5979 2771 5686 667 17000 1561 10504 14103 409 8429 10160 691 938 1110
internal_value=0 -0.0076186 -0.0120498 -0.0465831 0.0120222 0.0216914 -0.0693125 0.0352097 0.00966265 -0.0520508 -0.0208448 0.0311651 0.0788274 -0.00256125 -0.119649 -0.0694043 0.0607943 -0.0461992 -0.000181253 -0.113955 0.095448 -0.101706 -0.116903 -0.0543493 0.152093 -0.159058 -0.196847 -0.371395 0.0366604 0.0617731
internal_count=361931 315733 308961 139874 169087 157341 19847 137494 99762 49092 17064 13777 11737 74017 65857 37027 50670 33491 30741 11746 37732 46198 44637 24607 20732 18351 20030 2783 10714 24582
shrinkage=0.0031882


Tree=1061
num_leaves=31
num_cat=0
split_feature=785 181 1442 890 705 544 713 930 921 761 608 513 354 785 464 706 194 1445 355 443 263 1464 930 837 990 747 1470 619 594 15
split_gain=159.411 118.835 89.2871 85.7324 66.7407 63.8592 60.2122 99.6811 77.1221 84.1341 64.0214 57.5117 55.586 53.0179 51.328 46.6267 45.6506 44.6744 44.2765 43.4971 42.8379 42.3169 40.626 41.5382 40.5153 40.0929 42.148 39.8165 39.4941 39.2749
threshold=-0.86283290253235112 1.0000000180025095e-35 -1.2625182715263061 -1.3230736206490437 0.99715813669032338 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.5021234709567175 0.66665475971017707 1.0454229551509682 1.3164434435535302 0.58460966528228819 1.0000000180025095e-35 -0.1721380915459165 1.0000000180025095e-35 0.18528947271751878 -0.23520861859209033 1.0000000180025095e-35 1.6445160113075163 0.71492702701447042 1.0000000180025095e-35 -0.032546537670736238 1.09266583130301 5.463800022901057 0.11585700640814046 0.83082504555296788 1.0000000180025095e-35 1.863472103136816
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 15 28 6 -1 7 18 10 24 14 22 -13 21 16 -2 25 -17 -5 -20 27 -12 23 -6 -10 26 -8 -3 -4 -16
right_child=1 20 3 4 11 -7 8 -9 9 -11 13 12 -14 -15 29 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00012675364922551464 -5.5360202733547843e-05 -0.00016495142194900234 -0.00021748658105891723 0.00027998417924104382 1.6115365909781161e-05 -5.4831992620812684e-05 -0.00014965881811358168 -3.9910237905496907e-05 -3.185293887642402e-05 0.00038072781883255252 -6.0927126346311913e-05 0.00015450536635269253 0.00066563642540537623 0.00020061762844185866 -6.192733501556678e-05 -9.4655171021811968e-05 -8.1557398300151519e-05 -0.0002508739322060073 0.00017647320929723952 -0.00017125933651523215 6.9952925612123824e-05 0.00015315250659323032 7.6882708275178809e-05 -0.00023809775952009842 0.0002185903049518128 0.00070373060022676896 -0.00034581384428513686 8.4551462981745566e-08 -6.7670659269749409e-05 0.00019685045690943432
leaf_count=21198 28129 61095 11536 5358 6023 8361 12995 15631 10760 2165 14708 4057 658 3494 38712 15031 16723 16095 2919 1796 3060 2976 16935 3275 2294 128 9500 5665 18841 1813
internal_value=0 -0.0686523 -0.0489852 -0.0290216 -0.0126182 0.0920318 -0.0328376 0.0558038 -0.0547558 0.08332 -0.0772349 0.07367 0.270971 0.0180957 -0.108663 -0.131902 -0.173521 -0.199663 0.212558 0.0640861 -0.161005 -0.0270502 0.0335308 -0.0818467 0.0182532 -0.260065 -0.271289 -0.176252 -0.149246 -0.0594182
internal_count=361931 332372 262552 203297 172920 29559 141972 25704 116268 15219 101049 30948 4715 21178 79871 59255 39346 31126 10073 4715 69820 17684 26233 9298 13054 22623 22495 66760 30377 40525
shrinkage=0.000836755


Tree=1062
num_leaves=31
num_cat=0
split_feature=785 181 1442 890 519 713 921 761 930 816 332 878 544 382 990 706 1445 914 263 885 728 1230 791 470 1002 1459 355 594 443 1354
split_gain=154.635 120.988 92.4867 88.4477 67.7846 66.335 99.4798 111.961 90.8294 71.6137 64.4144 66.8018 63.1746 59.4058 51.27 46.0219 45.737 44.3113 43.9811 43.8754 43.1937 45.5492 42.9765 45.7351 43.771 42.3791 40.3123 39.7631 39.7479 39.6396
threshold=-0.86283290253235112 1.0000000180025095e-35 -1.2625182715263061 -1.3230736206490437 2.1420547332082829 1.0000000180025095e-35 1.0525743831388839 1.7070894887962293 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.09266583130301 -0.1721380915459165 0.18528947271751878 -1.405021340049359 1.6445160113075163 4.8263866747680533 -0.90320472132347296 2.3457019632811744 1.0000000180025095e-35 0.66595742291584703 0.69854289147193727 0.53912233727729608 -0.24416560997491552 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 15 27 5 8 9 14 26 17 11 19 -1 20 -8 -2 -17 -7 25 -11 -6 -22 24 -24 -12 -3 -5 -4 -28 -10
right_child=1 18 3 4 13 6 7 -9 29 10 22 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00010681334059880977 -4.7949740139262329e-05 -0.00014856311065561268 -0.00018631008386274297 0.00025017478455839295 -0.00013839897192849596 0.00019057961961529613 -1.7833694745532171e-05 0.00036036885114633241 1.2113541707512378e-05 -0.00015332478495493862 1.0894741958854068e-05 -1.1256768193921801e-05 -4.7471471314200985e-05 -6.1757672340978388e-06 0.00019496233918413279 -8.009063998911578e-05 -0.00021497846041271766 -0.00011890486615126226 6.1940433645551454e-05 0.00044350529729130438 0.00026961269609621991 -0.00017242765694630793 2.3122771643476753e-05 0.00022831275867768059 -0.00014078725062367532 -3.7103206517369022e-05 0.00016306235924199176 -5.8019820517752878e-05 -0.00012909066745626677 -0.0002028586184183401
leaf_count=21198 28129 54652 11536 5000 720 1230 13024 2431 12039 22326 25821 18655 8361 6230 2942 15031 16095 35946 3060 258 5022 501 6088 3173 4531 12108 2762 18841 1705 2516
internal_value=0 -0.0679204 -0.0480711 -0.0277417 -0.0110699 -0.0238531 -0.043071 0.0984996 0.0747544 -0.0670575 -0.0332761 -0.100636 0.0904303 0.127631 0.0335442 -0.132444 -0.199759 -0.151682 -0.161114 -0.200039 0.262749 0.321152 0.0201356 0.136999 -0.0166918 -0.176565 0.229102 -0.149838 0.083611 -0.0283156
internal_count=361931 332372 262552 203297 172920 160447 136425 18397 24022 118028 80852 41239 29559 12473 15966 59255 31126 37176 69820 22584 6243 5523 39613 9261 30352 66760 9467 30377 4467 14555
shrinkage=0.000714163


Tree=1063
num_leaves=31
num_cat=0
split_feature=181 1454 21 1454 1452 1469 1205 21 1468 1451 1458 1458 1450 1449 1465 1467 1458 21 1450 1450 1450 1463 1469 1452 1458 1452 1457 1463 21 1456
split_gain=58.23 52.2491 66.6252 79.64 63.4127 47.5694 46.6161 46.106 50.7188 48.1458 58.0728 73.5719 82.2279 60.9174 56.0314 55.1741 73.8598 49.9351 68.3277 49.6558 74.1635 73.5252 45.789 45.0151 61.1554 55.9835 56.7012 44.5548 54.5009 49.1708
threshold=1.0000000180025095e-35 -0.2363894608792538 -1.6471741456694959 -0.051110432140844611 1.2756511722692228 1.6911153983873026 1.0000000180025095e-35 1.189441983669046 1.8034839195215984 -0.17514941140794424 -0.06493454140346698 -0.4840465965134057 -0.60233051400151494 -0.27114888714012447 -0.063611481550710794 -0.43593248692067116 0.68465967500769709 2.3240884354044633 -0.16994354692735661 -0.46143471920439211 0.11228637269241322 0.017504712771633606 -0.4647667596972675 0.1870035205360647 -0.21238062798407994 0.21158045436466741 -0.56593299250372686 1.1083593941099221 2.5131961773603657 2.0994270724704638
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 7 -1 -4 9 14 11 12 -11 -14 17 16 -12 19 -19 21 -21 -9 -23 -16 25 -25 -27 28 29 -17
right_child=-2 2 5 -5 -6 -7 -8 8 -10 10 15 -13 13 -15 23 27 -18 18 -20 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-8.6810094476498162e-06 -0.00030777947107948103 0.0032084591526951737 2.6050190497319741e-05 0.00028224668721362487 -0.0012608800808474672 -0.00090200136164180042 -0.000355609412453429 0.0041241394562754495 -0.00079690768517319034 -0.00162066900101758 0.003456559656672444 -0.0014629859195290113 -0.00062276935966432481 0.0022874316505444585 -0.00038215891412275938 -0.00046146761451703184 -0.00058455557757758824 -0.0021223434596710322 0.0024943312422192731 -0.00026603592803713441 0.0027728136225873361 -0.0014676830029737695 0.0023975925731277345 0.0047208868047844453 0.0029442657563640878 -0.0023312755179353524 0.0011358424181881802 0.0018409667482132076 -0.0035513603716591105 0.0039092976728162749
leaf_count=104053 75166 966 108941 1890 4160 3559 42805 1090 1881 971 875 2429 779 1230 2567 1092 389 538 355 1253 804 335 606 133 696 563 685 646 303 171
internal_value=0 -0.00457185 0.0258024 0.362535 -0.0344009 0.0188777 -0.0270507 0.0255249 0.115939 0.149317 0.0386831 -0.103871 0.11679 0.344586 0.251983 0.238354 0.57757 0.407878 -0.0566012 0.503407 0.276601 0.73796 0.272761 0.0885067 0.310664 0.0422323 -0.107759 0.0469665 -0.141033 0.040433
internal_count=361931 286765 135747 2856 151018 132891 146858 129332 20391 18510 8885 5409 2980 2009 9625 3476 1264 4981 893 4088 2057 2031 941 4644 2077 1381 1248 2212 1566 1263
shrinkage=0.0038102


Tree=1064
num_leaves=31
num_cat=0
split_feature=785 728 784 677 602 921 784 727 519 268 878 388 726 990 647 590 498 890 713 943 596 1469 21 730 783 934 519 341 275 603
split_gain=166.895 136.474 105.48 95.5027 130.454 80.6677 75.5611 71.9161 58.7186 85.8358 55.073 52.6073 52.0053 46.2178 46.1844 109.676 42.5422 42.4909 41.992 41.6312 41.4317 41.683 40.5914 40.2898 50.3527 46.8539 41.239 38.9468 37.6816 37.4799
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.09266583130301 -0.87782724458594241 0.58895901036483078 1.7577627508593003 -1.3230736206490437 1.0000000180025095e-35 1.4693784537238983 3.0920830256423057 -1.3263328046252252 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 2.1420547332082829 0.4740468779213643 0.4022431516292117 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 17 23 8 -1 16 -10 -8 14 -7 -14 15 -3 -5 -2 -19 20 21 28 -9 24 -4 29 -26 -20 -16 -25
right_child=1 11 5 6 -6 12 10 22 9 -11 -12 -13 13 -15 19 -17 -18 18 27 -21 -22 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-1.6134720542818419e-05 -0.00033964378714587435 -9.0583931527668041e-05 7.5762274557359646e-05 -1.5528607714697285e-05 -4.0127875877650177e-05 -9.8795318520465529e-05 -6.4079079180948442e-06 4.6220852232140714e-05 0.00024625120295553748 -6.9266532563566486e-05 -0.00011689898750766776 -0.00020153933030404896 0.00015827017786042624 0.00045481748367595301 0.00079298846416705191 0.00043518164426692999 0.00015694847014253261 -2.8793422638581566e-05 -0.00014961046362085774 -0.00025341014968196878 0.00030736382844422506 -9.8573757877854705e-05 0.00019803289877295935 0.00027853545674909374 -9.4958431720779847e-05 -4.1050893386799877e-05 0.0001873772491967129 -0.0003194206052877565 -0.00032876148450367698 7.4238356601123743e-06
leaf_count=12551 8061 3918 7921 49937 45859 1345 18792 6893 4912 3046 23753 20295 4778 1472 208 1190 3230 6349 18874 6654 589 66989 10115 3231 16536 3732 1149 7478 92 1982
internal_value=0 -0.0699907 -0.0433036 -0.0661261 -0.126579 0.0513467 -0.0259719 0.0943142 0.0212402 0.180806 -0.0936716 -0.148032 0.239192 0.31451 -0.123541 0.0792828 -0.00518117 -0.242784 -0.210994 -0.139774 -0.124371 -0.130642 0.184774 0.00607902 -0.0374156 0.127255 -0.10071 -0.257765 0.614613 0.253637
internal_count=361931 332372 232437 190291 86621 42146 103670 29559 61125 7958 42545 99935 7595 6250 79640 5108 53167 40762 32701 74532 67878 67289 17008 34551 25606 8945 17685 26352 300 5213
shrinkage=0.000728446


Tree=1065
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 727 388 727 150 647 590 890 497 767 1469 275 990 785 588 730 547 746 1447 596 1307 724 934 783 401
split_gain=147.376 120.529 87.3749 87.0338 91.8942 66.5042 61.5393 50.7546 50.3209 48.8799 47.6115 119.099 47.0541 42.4824 52.8862 41.7178 43.6871 40.6259 40.4594 40.7812 45.7506 40.0655 39.6137 38.3671 37.9323 37.8736 43.7235 42.9739 40.1926 45.2927
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 -0.45926076786608272 -0.87782724458594241 0.58895901036483078 -1.0182342416987082 0.26974448824413327 0.79792750481125629 -1.3263328046252252 0.4022431516292117 1.09266583130301 2.9970139449733542 2.250834115212506 1.0000000180025095e-35 1.4078093546699517 1.0000000180025095e-35 1.2420411362750934 3.0920830256423057 1.3390041783085433 -1.372772149376732 1.0000000180025095e-35 1.1155635910225459 0.66778437295061321
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 12 25 -1 10 -7 -5 11 -3 -2 -11 18 16 -12 -10 19 -15 -21 -8 -14 -6 -17 26 27 -4 -28 -30
right_child=1 7 5 9 23 8 21 -9 17 13 15 -13 22 14 -16 24 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-1.6845358414472149e-05 -0.00032006791848464419 -9.4396165847682466e-05 0.00022873938006936055 -6.401941580802954e-05 -6.687261265186707e-05 -0.00012475830817832117 0.00014897334012166916 -0.00020438757211070234 0.00014773281089437148 -2.9058208837092139e-05 0.00082943375856394221 0.00047695766330372403 -0.00017315605081866904 4.9270434422502611e-05 -6.7840169399692611e-05 -0.00011034561874249019 -0.0003893815309828091 0.0004372185711102341 0.00039992028848690554 0.00034696306248331777 -0.00023247925437196564 -0.00016658844005824013 -1.9591791259109509e-05 6.3730742933294164e-05 0.0002765557397287959 -0.00013089868084617843 8.8900275837629518e-05 -2.1706292981962095e-05 -0.00010374664791588912 0.00011293169822056809
leaf_count=12551 9953 3918 4169 42028 39775 1294 15968 20295 4808 35215 220 1190 25830 16087 6370 73565 102 1493 942 1967 392 1040 5584 6148 645 6025 6683 2852 12124 2698
internal_value=0 -0.0693516 -0.0442664 -0.0650693 -0.121688 0.0419213 0.0854072 -0.142862 0.21302 -0.0259122 -0.118797 0.0873843 -0.216578 0.0100552 0.0711112 -0.135317 0.591167 0.28574 0.122905 0.102111 0.342529 0.169575 -0.17992 -0.0613492 -0.139755 0.000900273 0.0294419 0.170637 -0.0177354 -0.0782316
internal_count=361931 332372 232437 190291 87290 42146 29559 99935 7595 103001 79640 5108 41367 60973 25758 74532 322 6301 19388 18446 2359 17008 31414 45923 74210 34551 28526 7021 21505 14822
shrinkage=0.000757875


Tree=1066
num_leaves=31
num_cat=0
split_feature=785 728 1431 666 519 712 727 714 803 791 861 930 372 1025 388 1467 1028 647 590 747 1469 275 547 768 552 1323 913 588 617 660
split_gain=158.62 118.515 93.0509 73.0954 68.8977 87.7001 64.9838 63.7862 94.2882 96.8324 92.9908 74.9 54.4517 53.2103 52.536 52.3604 52.306 48.8888 114.968 44.4894 43.6548 45.1404 42.9452 42.857 42.7882 42.7194 49.9881 42.1895 42.0809 45.8141
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 2.2575337098986954 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.89164644713046382 1.0000000180025095e-35 1.0000000180025095e-35 3.2089320700182484 0.24965236237700447 -0.87782724458594241 0.58895901036483078 0.98810451262880827 -1.3263328046252252 0.4022431516292117 1.4078093546699517 0.080100313498032205 3.3057299501607855 2.8425200577949936 0.71961280168849351 0.71188872395471614 1.6614250791469047 -0.72421686037558375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 -6 -1 11 9 15 -11 16 -7 -12 17 19 23 18 -3 -9 21 -19 -8 -2 25 -13 -27 -14 29 -15
right_child=1 14 -4 -5 5 12 22 8 -10 10 13 24 27 28 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.1445005786501178e-05 8.7875019595403853e-05 -7.8697131459342431e-05 -0.00010631888230457099 0.00012260413001001722 -0.00013733480632401138 0.00037021058871858375 0.00014282024509344835 -0.00011397194803195159 0.00011332906180077154 -8.5056978422185997e-05 0.00015132864554011407 -5.0746177735300793e-05 4.0176615135642574e-05 0.00018475720943418648 -0.00018430669533591747 0.00018261724025536507 0.00017019111120473643 0.00077288782608715364 0.00043015209552730275 -3.7987996396727497e-05 -9.3460269363206127e-05 -0.00034954130851440563 -0.00015311434824006652 -0.00010018726345636216 0.00062123440996530045 -3.8505037932632558e-05 0.00082867849833939483 0.00026747221428851878 -0.00025738542316121966 -2.6721712564567637e-05
leaf_count=12551 7320 3918 35150 6806 3117 1451 15968 61314 6596 16822 8626 25783 6936 2830 20295 1348 8036 220 1190 22940 74210 102 1040 4897 201 306 207 1926 1755 8070
internal_value=0 -0.0663981 -0.0415273 -0.0246708 -0.0331529 0.103049 0.093994 -0.0455833 -0.070567 -0.085211 0.00703037 0.0228808 0.18806 0.0970397 -0.139383 -0.126022 0.122169 -0.114863 0.0944625 -0.133511 -0.13161 0.612457 0.180235 0.025715 -0.0527831 -0.0606785 0.513877 0.129739 0.00483291 0.046233
internal_count=361931 332372 232437 197287 190481 13430 29559 177051 130301 123705 38103 46750 10313 21281 99935 85602 20253 79640 5108 84254 74532 322 17008 12217 26497 26296 513 8862 12655 10900
shrinkage=0.000686431


Tree=1067
num_leaves=31
num_cat=0
split_feature=785 728 1431 784 677 602 544 921 727 784 878 661 590 537 846 519 723 1250 730 660 783 854 1154 1230 953 588 909 125 497 50
split_gain=164.564 126.295 88.9111 73.954 70.45 104.947 67.4485 57.5787 57.9092 57.053 55.9433 50.7892 91.8027 57.6526 53.2083 49.0799 75.1231 40.1587 39.5355 42.7131 40.1281 39.5043 42.5823 39.383 42.2592 38.4161 38.2448 38.1715 38.8277 37.9788
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 -0.59275567010655072 0.58895901036483078 0.44238072866629086 -0.54037419750760363 2.1420547332082829 1.0000000180025095e-35 1.3459255012896725 -0.33215574005720661 0.26872683687560334 1.1155635910225459 -0.87473648844905705 1.0000000180025095e-35 -0.92106560951488936 1.0000000180025095e-35 -0.31407487021714353 2.0566706538269872 0.58518330826110332 1.2392246218941685 1.4829784501753427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 21 18 -9 15 -11 12 -3 -14 17 -6 -17 -13 20 -20 -5 -1 23 -23 -25 -18 -21 -22 -29 -16
right_child=1 11 -4 7 9 -7 -8 8 -10 10 -12 14 13 -15 29 16 25 -19 19 26 27 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00032408696122496514 -0.00016804393861793502 -8.9389877388928567e-05 -0.00012121217863898375 8.0099047360964725e-05 4.0889047410872335e-06 -2.855395745719366e-05 -5.4388852776562414e-05 -0.00016513500335285549 0.00023582732314685035 1.1883685634197091e-05 -0.0001141214906731968 -9.3136399634995097e-05 2.072673992554072e-05 0.00051587789810262827 -0.00018184396945420057 -0.00016188245480228732 7.0451076286451826e-05 0.00011582584920126494 1.8552421775703052e-05 0.00021061817471705301 -0.00011978934094999145 -0.00029890161354743423 0.0001754860894499306 -5.9384358768342541e-05 0.00015731133384672545 0.00033810055167843355 0.00086845104081053953 -1.9623968086550456e-05 0.00037493931419623253 -1.6624688326393261e-05
leaf_count=2141 34172 12157 35150 6703 44939 38926 8361 1119 5596 16120 20492 23372 1464 1125 53947 1575 2085 3268 4753 2520 11568 880 9012 4271 4894 3137 205 2653 724 4602
internal_value=0 -0.0717201 -0.0460401 -0.0295888 -0.0500217 -0.10569 0.0915837 0.0556042 0.223871 -0.013089 -0.0756368 -0.146832 -0.021805 0.337968 -0.171182 0.0311917 0.188296 -0.0827067 0.0139676 0.144155 -0.032127 0.152718 0.122749 0.0308845 0.0707922 0.298948 0.350507 -0.0928847 0.0900673 -0.214253
internal_count=361931 332372 232437 197287 161446 73098 29559 35841 6715 88348 36612 99935 14746 2589 85189 51736 6797 26640 29126 7478 21648 21198 19057 10045 9165 5222 2725 14945 3377 58549
shrinkage=0.000773033


Tree=1068
num_leaves=31
num_cat=0
split_feature=728 659 625 526 1176 66 705 744 1104 21 556 497 803 993 43 1031 1049 1116 1469 275 1079 905 1458 755 706 51 1387 616 119 1367
split_gain=60.5233 57.5376 55.5672 52.865 49.3645 45.5293 47.0127 45.0758 43.9476 44.9394 41.1173 38.3275 40.5305 40.5592 37.3341 36.8378 35.2088 34.5319 33.4139 41.4404 33.7552 33.0783 32.7338 32.6063 32.1737 32.1599 35.9029 38.3291 33.8897 37.1569
threshold=1.0000000180025095e-35 0.62821384419828064 1.3252658997982083 2.3757057381457001 -1.5478165694957997 -1.3866181155205168 0.89008618839080589 1.3025484894158337 -0.32579479536197137 -0.70163543588998201 1.0233112296380982 2.4192885550665473 1.9682860324222273 -0.89727091510114898 2.2744972866152193 1.0710442084254466 0.85827587236967673 3.0978055213067548 -1.3263328046252252 0.4022431516292117 3.0729769241839433 -1.3779414755993209 0.19231234285114293 1.8349057301109672 -0.34486521972324052 -0.68916341501484679 3.1446912422434825 1.0032126598012274 0.56114696576568235 0.61047007421192445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 8 14 10 24 22 12 13 21 17 -6 -13 18 19 -2 25 -8 -7 -11 -10 26 27 -20 29 -27
right_child=7 -3 4 -5 15 6 11 -9 9 23 -12 16 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00021683809339883317 0.0034951765820918383 -0.00026546793802586713 -0.001868201898824776 -0.00068514292869584182 -7.6998477731096202e-05 -0.00017784684786339072 -0.0018948875321575494 0.00020625025902799339 0.00077295341177392946 0.00011308399305781445 -0.00071456880977179081 0.0017836478057225577 0.0011757008364436006 0.00014834727008996125 -0.0012453047732713292 -0.00087802614294298358 -0.00021093519099118677 0.0018396921059112086 4.3591898996968431e-05 -0.0014638583124296466 0.0011614546844183745 0.00099437667587100472 0.00028648547558854669 -0.00079059192865282022 0.00011886068757237189 -0.00065764933084240008 0.005281439285172519 -0.00093483029594526785 -0.00010674697580387639 -0.00010541366198745308
leaf_count=25645 236 41024 1690 6625 16758 26631 354 11079 10045 48644 6207 1588 2314 33472 4153 5767 598 412 19784 123 806 4463 11184 2889 6943 41766 68 3662 16314 10687
internal_value=0 -0.00215319 0.0124032 0.0242826 -0.0951268 0.0302333 0.0428788 -0.06927 0.019487 0.0529747 -0.0347772 0.10259 0.0873533 0.0699651 -0.0883493 -0.0701692 0.368102 -0.0799142 -0.083519 0.537375 -0.0870429 0.254858 -0.00952493 0.022222 0.150687 -0.0922084 -0.0179207 -0.023338 -0.121059 -0.15609
internal_count=361931 252841 211817 187602 24215 180977 155332 109090 112543 68521 44022 42789 40603 38289 98011 22525 2186 93858 93446 359 93087 4817 37815 51533 16988 92281 23514 23446 68767 52453
shrinkage=0.00338335


Tree=1069
num_leaves=31
num_cat=0
split_feature=785 1431 728 784 990 578 714 771 296 677 602 767 376 945 288 638 43 954 554 971 898 703 214 842 1329 775 769 927 11 146
split_gain=59.5223 56.3003 52.5851 53.8958 43.8857 42.2024 44.4059 41.4609 36.6544 37.073 54.692 37.2375 35.2818 35.0923 34.8834 34.289 34.9828 33.195 32.7074 32.4153 31.9241 32.8244 31.0744 30.9306 32.2183 30.3722 29.9689 29.9188 36.8337 29.3088
threshold=-0.86283290253235112 1.0099929608726099 1.0000000180025095e-35 0.9594655836162902 1.09266583130301 -0.87905496296652397 1.0000000180025095e-35 1.5265272373495906 -0.63952484165713963 1.0000000180025095e-35 1.0000000180025095e-35 1.1849230938808055 1.8828081291110934 1.0000000180025095e-35 0.20565696888871701 -1.9689564536147179 2.2744972866152193 0.98873640907070304 -1.3074307702299757 -0.92554225283530089 0.1840758846109268 -0.11359322329003453 1.5179161187394707 0.71825226285302668 -0.24606738263187566 -1.514352584264411 0.85075823090439251 1.0483613175537825 -0.42129106556329554 1.9477422561659188
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 18 -1 27 8 -2 10 -10 12 22 23 -14 -4 17 20 -5 -8 -17 -22 -11 24 -3 -20 -23 28 -7 -13
right_child=1 13 15 4 -6 6 19 -9 9 11 -12 29 14 -15 -16 16 -18 -19 25 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010206425237309377 0.0001564747136101357 0.0001709394370630432 0.001712788953456508 -0.00098221726876177636 0.00086481998489518707 -0.0010039888230791356 -0.00068906250196982015 -0.00093204851960559151 -0.00064274744134409825 6.6442130562539999e-05 -7.5626109981162521e-05 -0.00056132686382040747 0.00027455277427829454 -0.00077780337351226287 0.0017241195827953524 -0.00017787710797822687 -0.0013394751624945084 0.00036834220943313269 0.0023216402959290645 0.00053954477329954211 -0.0010042765370066476 -0.00056101026677098857 -0.00068469358326797146 -0.00072306378009070723 -0.00042078113796796996 0.00017708410564421079 0.00044611454066666119 0.00087442244766710296 -2.3309890611262371e-05 0.0012176678554444824
leaf_count=3725 42134 15416 536 1816 5672 3400 1317 3404 24834 45947 27554 8731 3262 14035 1262 51786 3503 5325 404 13654 10088 9057 3789 7665 14299 27949 3375 1169 6294 529
internal_value=0 -0.0280321 -0.0165168 0.00127435 0.0748712 0.0717782 0.0416761 -0.0164314 -0.0113171 -0.0317652 -0.0809984 -0.000114336 0.0204115 -0.105297 0.199606 -0.0701879 -0.0747582 -0.0661333 0.0419093 0.118361 -0.0810215 -0.164536 0.00458765 -0.0668937 -0.0292073 0.0574022 -0.0788002 -0.058524 -0.0980569 -0.125391
internal_count=361931 332372 280957 197287 35841 29559 25834 161446 158042 115908 52388 63520 54260 51415 4524 83670 83134 79631 30169 14971 74306 22520 49736 37380 29715 28353 12432 10863 9694 9260
shrinkage=0.00359044


Tree=1070
num_leaves=31
num_cat=0
split_feature=51 1423 1457 699 1463 616 1450 1454 1459 1467 1449 1465 21 1454 1454 1450 1468 1450 1458 21 1468 1465 1465 1457 1457 1467 1457 1462 1459 1449
split_gain=57.9986 51.4429 47.1886 52.701 52.4428 51.6785 52.3072 60.962 55.5174 54.9449 67.4305 77.285 66.6328 60.0167 59.9138 52.2272 48.1505 66.2632 48.0088 47.1511 46.4924 45.7379 49.5916 43.4368 43.3182 120.753 58.4532 82.7093 45.6623 47.5581
threshold=1.0111847875080273 1.0000000180025095e-35 -0.17133938114537597 1.0515789206008181 0.06079891412082547 0.57091520978742472 -0.33386868244407664 -0.95790485680940063 1.814812024170287 0.16159252662647069 0.52358129808114695 -0.38098671423875258 3.0805194032280743 -0.27695550371287897 -1.0333979697783775 -0.4429405631277053 1.0056208477415762 -0.64727729002047718 1.6687882578741802 -2.0253896295813014 2.0793728249637273 0.10916358337760808 -0.28736224657391418 -0.27651417167443132 0.0614850081667929 -0.046647989323654125 0.68635126017805159 1.2919110459314187 2.0049806708981972 -0.13618373282028026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 8 -8 9 10 14 13 16 -12 -1 18 21 -18 -16 -6 -10 22 -11 -15 25 -21 27 28 -26 -30
right_child=-2 -3 3 -5 19 -7 7 -9 20 12 11 -13 -14 23 15 -17 17 -19 -20 24 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0045227898543228444 -0.00027614971304369999 -0.0002088131714410504 5.5947205559193404e-05 -0.00026217023629773853 -0.0027553137927226736 -0.00041243465168143352 0.0017079429745135179 9.724607250172077e-05 0.0013365645482014902 -6.021900522033568e-05 0.00027012755333399044 -0.00040389458602291484 -0.0039392933051329909 0.0015410106212374083 -0.00036969899186099992 -0.0010727247406969724 0.0023286684844133808 -0.000895739436922926 0.0019398380688949504 0.0014504376600243732 -0.0019020127685492262 -0.00052310288648663161 0.00084743148443189417 0.0044492431204958367 -0.00042036036130364097 -0.00026446976231918107 0.00054903584671848029 0.0010890019348186663 0.002813788590350373 -0.00050127719866779744
leaf_count=88 54984 62436 58436 14652 234 19640 1046 56163 1477 6903 1438 2759 159 824 30505 5289 868 409 348 4642 199 4342 4275 231 10024 2690 14186 2020 344 320
internal_value=0 -0.00650582 0.00695749 0.0412266 0.0596416 -0.0205978 -0.00460847 0.0419104 -0.050765 -0.0630079 -0.106945 0.120953 0.0426356 0.390234 -0.142335 -0.14736 0.0567905 0.457354 -0.112839 0.12527 0.32007 0.0218575 0.0955963 0.755563 0.131307 0.27673 0.0913214 -0.0180969 -0.0998035 0.420022
internal_count=361931 306947 244511 107548 92896 136963 117323 57209 60114 58438 41482 5252 16956 2493 36230 36142 16797 1277 30853 34460 1676 15520 11178 1055 34226 7332 26894 12708 10688 664
shrinkage=0.00300432


Tree=1071
num_leaves=31
num_cat=0
split_feature=785 181 869 728 513 1148 712 588 900 667 1469 21 942 332 1223 1002 578 133 885 126 1394 263 1470 1459 1229 476 694 882 588 45
split_gain=154.485 126.919 87.0994 73.9498 76.2641 67.3697 64.736 58.8354 56.1436 55.177 53.7547 52.121 51.6617 52.3155 60.4136 56.0391 50.6698 45.8277 45.5688 41.4004 40.5219 40.1062 39.6599 39.0995 38.865 37.2769 36.7931 36.2095 36.1442 35.8641
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0454229551509682 1.9644670326249816 -0.63779424894106762 2.250834115212506 1.7038626030879909 1.0000000180025095e-35 -1.1256941366283033 -3.9164670491403295 3.1241105236897999 1.0000000180025095e-35 1.0000000180025095e-35 0.69854289147193727 -0.87905496296652397 2.7171092817986957 4.8263866747680533 1.0000000180025095e-35 -0.87085998388827057 1.6445160113075163 0.22229707940546359 0.53912233727729608 1.0000000180025095e-35 -1.0099296266851885 1.2342127532274445 1.0000000180025095e-35 1.0000000180025095e-35 -0.4851739300165801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 26 9 10 -1 -6 -7 -5 22 -12 13 14 18 19 -8 20 24 -15 -18 23 -2 25 -13 -3 -4 -21 -17 -22
right_child=1 21 3 4 7 8 16 -9 -10 -11 11 12 -14 15 -16 28 17 -19 -20 27 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017042441402175836 0.00014856094350950956 -0.00026188506357465358 0.00010869929258932329 -9.9616119152303017e-05 -1.4328316561267375e-05 7.0714318315186968e-05 0.00029507815931572944 0.00047840534520794675 0.00045642734606634222 -0.00022083829218895546 0.00078274613339879393 -0.00024994084227915439 0.00022248254759866349 -3.3489131924197489e-05 -3.9033905896921961e-05 -5.2948138547084126e-05 -9.2355275768266925e-05 -0.00034285496966207749 0.00065786677309964442 -2.2066793952872856e-05 2.5602623849534446e-05 6.0175109646042685e-05 -6.7750243234088287e-06 -4.788320029114607e-05 -0.00010009656838517168 -0.00013884358635706014 -5.8867911921675702e-05 0.00010236165373539734 -0.00024219311650258831 0.0001757541936408144
leaf_count=3225 7484 17366 7021 35970 7876 8110 3439 689 1192 25823 203 16461 1974 38067 35941 8448 3150 741 188 11021 7806 3060 11589 12108 14045 37286 10176 15853 4421 11198
internal_value=0 -0.0676672 -0.0473116 -0.108377 -0.1441 -0.0208113 0.09066 0.0378609 0.148101 -0.177064 -0.0314374 -0.0464702 -0.0481643 -0.053434 -0.10373 -0.0189893 0.122539 0.0877888 -0.191388 0.00620434 0.104687 -0.163157 0.0698239 -0.177936 -0.200961 -0.208219 0.018712 0.0652931 -0.143093 0.14063
internal_count=361931 332372 262552 87555 70358 174997 29559 8565 9302 61793 165695 146622 146419 144445 66635 77810 26334 22895 30694 64941 22154 69820 19073 66760 30506 54652 17197 26874 12869 19004
shrinkage=0.000820348


Tree=1072
num_leaves=31
num_cat=0
split_feature=890 407 785 43 497 1235 21 852 1361 1229 472 409 1469 728 354 900 557 1051 784 728 1465 1452 21 1469 280 1470 156 1454 713 660
split_gain=142.433 134.748 119.142 90.3529 88.3152 70.932 70.6149 67.1914 62.8921 72.0032 60.5906 58.2773 54.7148 51.6392 51.0417 48.6308 47.6236 51.1452 47.2672 45.4898 45.2642 63.3712 45.0613 44.8652 41.7083 41.806 40.984 39.6239 39.0307 38.5489
threshold=-1.0182342416987082 -1.2965003005540392 -0.86283290253235112 2.2744972866152193 2.2206245932530155 -1.24934742919911 -0.32341995197817647 -0.22706799479215015 1.0000000180025095e-35 1.0000000180025095e-35 1.3745030404662117 1.0000000180025095e-35 -1.1256941366283033 -0.49008176997875957 1.2841085960417071 1.8237275434728 -0.28798126591991186 3.3097721730075098 0.9594655836162902 -0.49008176997875957 -0.40523020188868136 0.4926003403048807 -0.70163543588998201 0.10961060358803758 -0.48871308900289523 -0.91306369923264963 -0.67214647191702082 -0.91909735138557946 1.0000000180025095e-35 -0.72421686037558375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 24 13 4 5 -4 11 19 9 -1 15 12 -7 -3 28 29 -14 27 -17 -8 21 -15 26 -23 -2 -26 -10 -18 -6 -9
right_child=1 2 3 -5 14 6 7 10 22 -11 -12 -13 16 20 -16 18 17 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00029657574641365076 -3.246596193371873e-05 -0.0001247047339095272 -0.00012761502341372734 -0.00021269775677074272 -0.00016279631925757149 0.00018746715455094729 4.2934779336053109e-05 5.2702653654703706e-05 9.6367077671280534e-05 -0.00010726655950157455 -0.0001377061109646882 -6.0140736090188291e-05 -5.5716198356938398e-05 8.9681133848300076e-05 0.00046984204777606028 4.2067023858506854e-05 0.00035915214846737257 0.0011549882364110635 0.00037035403431494161 -0.00011506890181646122 0.00017186886121488656 -0.00010832901319980261 -0.00010507883358691664 -0.00072917045475837051 -2.812107714015586e-05 -0.0002030449456274558 -6.0766676037051311e-05 5.5873435944581404e-05 0.00013678935368565361 -3.0323200614771673e-05
leaf_count=16727 10206 2507 18845 8263 1091 6376 4934 17898 6906 20624 9390 13728 10250 7225 853 2804 1082 89 1504 32939 13515 1153 37510 376 5458 21174 14710 20180 6346 47268
internal_value=0 -0.0283098 -0.01089 -0.028547 -0.0205773 -0.0310307 -0.0185944 -0.0474896 -0.13502 -0.227567 -0.0133281 0.0470295 0.0870306 0.124841 0.177414 0.00641425 0.048862 0.103435 0.213749 -0.123561 0.155673 0.0400872 -0.0928297 -0.343786 -0.166489 -0.220685 -0.00901158 0.0962283 0.124984 -0.00824002
internal_count=361931 265454 228616 203840 195577 187287 168442 116737 96477 37351 78864 51705 37977 24776 8290 69474 31601 21351 4308 37873 22269 8754 59126 1529 36838 26632 21616 21262 7437 65166
shrinkage=0.000743015


Tree=1073
num_leaves=31
num_cat=0
split_feature=785 519 728 962 872 728 588 869 705 507 382 544 965 666 816 791 288 951 575 821 1392 21 477 689 566 1459 734 911 1292 1367
split_gain=154.518 108.429 113.711 133.214 107.069 91.9728 91.846 84.3771 73.6328 66.6572 63.8797 60.8088 57.8865 52.7 53.8865 50.7843 47.4138 46.8632 45.7978 44.3233 43.9239 43.7791 43.7392 42.7561 41.9283 40.9083 40.8603 40.8485 40.4116 42.4295
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 3.0757328524286596 -0.49008176997875957 0.71188872395471614 1.0000000180025095e-35 0.46179839519273613 1.0941628986121894 1.0000000180025095e-35 1.0000000180025095e-35 0.10980254379742337 2.2575337098986954 -0.92870374882376117 1.0000000180025095e-35 -0.89953154363217147 0.4454315257619969 1.0000000180025095e-35 -1.0305144854359449 3.0243454669273118 -3.2545899522946695 -0.61860042855786568 0.72022076402865742 2.0449780822036492 0.49900387419946662 1.0000000180025095e-35 0.79328108468708636 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 9 4 7 -3 10 8 21 12 18 28 17 14 -10 -16 -17 -2 -7 -5 -21 -4 -18 -11 -9 -23 -15 -8 29 -1
right_child=1 5 3 19 -6 6 27 24 13 23 -12 -13 -14 26 15 16 22 -19 -20 20 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.0024739379474089e-05 -5.856344785126885e-06 -0.00016638597318975303 0.00070236246168921615 -0.00025354784802358627 0.00023978531341713045 -1.2952570323444559e-05 0.0004006287482057191 -0.000129849991324041 -0.00037577434872290591 0.00018948916000953377 -6.7150519408858107e-05 -4.662479074472532e-05 -7.9090492276006922e-05 -3.9563548496352857e-05 -3.8584000773068752e-05 -0.00018452178384008362 4.7029765303743105e-06 0.00015308607038761111 0.00023527779129358474 -0.00013570611852508241 0.00050984116347077145 -0.00010389283960609953 0.00017449756717875228 -0.00010970224223644041 8.1945456914006605e-05 -5.8745199516203503e-06 0.00033996480182861609 1.8725562160189084e-05 0.00018541716136759098 0.00013599430526309037
leaf_count=4800 21480 3824 158 21662 2766 2912 2790 62012 1463 6561 6655 8361 23450 1061 41848 2111 7522 6173 4503 23079 288 61222 7527 1519 2536 14698 1718 834 10329 6069
internal_value=0 -0.0659625 -0.0779875 -0.100225 -0.0794039 0.0723038 0.1327 -0.0859695 -0.0569873 0.00724274 0.0571658 0.0924641 -0.0237793 -0.00571783 -0.0195446 -0.0111774 0.085006 0.0444585 0.185753 -0.234689 -0.16512 -0.10672 0.122163 0.180322 -0.157802 -0.10961 0.262329 0.413961 0.150554 0.0635497
internal_count=361931 332372 310854 251671 206642 21518 17694 203876 139328 59183 14070 29559 51103 63250 60471 59008 17160 27653 7415 45029 23367 76078 15049 8080 64548 75920 2779 3624 21198 10869
shrinkage=0.000757875


Tree=1074
num_leaves=31
num_cat=0
split_feature=681 1442 843 785 784 921 519 21 726 727 727 660 1303 697 547 363 783 1465 1458 909 676 497 424 614 83 119 200 660 789 87
split_gain=59.5961 55.3029 51.1633 52.9078 51.5588 91.7292 53.8296 53.2331 44.353 43.7476 43.2651 45.327 42.824 42.8164 45.2379 41.1702 41.0659 39.8892 39.8905 38.8313 38.3863 37.6755 36.55 36.0956 36.0053 36.7753 35.7854 35.5976 63.5252 35.3783
threshold=1.0000000180025095e-35 -1.2625182715263061 2.539957888746601 -0.86283290253235112 0.9594655836162902 1.0525743831388839 -0.830672104868595 -0.32341995197817647 1.0000000180025095e-35 -0.682906484622256 -1.1275738623161491 0.26872683687560334 1.0000000180025095e-35 1.5573785424916735 2.6871848640237861 0.86082080199664757 1.1155635910225459 -0.52774419131799011 3.0919731056735245 2.0566706538269872 2.2057843579161749 2.5623266075722904 -1.8616507435818164 -0.75411934043310735 1.7782140315227712 1.4918152506281495 -0.97734522064874174 -0.72421686037558375 -0.48009943510652897 -0.69921584443150342
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 9 6 10 22 13 -7 -3 11 -6 29 14 15 -8 -12 24 23 -13 27 -18 26 -19 25 -2 -5 28 -9 -1
right_child=17 2 -4 4 5 8 7 20 -10 -11 16 19 -14 -15 -16 -17 21 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00024160393546805335 -0.00079017347209247907 -0.00051378047158488337 0.00095414829006306638 0.0050157458655990588 7.5250545225732834e-05 -0.00047701910901024524 0.0002756134449030266 0.00042783588064472576 0.00089740040218479916 0.00034750438102411677 0.00027805455584135701 0.00084549103500137449 -0.00042527926162873564 -0.00046846267475562946 -0.00068075522468241689 -0.00018016471634549409 -0.00026464806279420791 -0.00055298698906657224 0.0015944835224348806 0.0032887128665259279 -0.00079971110256160725 0.0015568114453004362 -0.00037032806937973634 -3.0463434468322162e-05 0.00064390378798147145 0.00054428130700254738 -0.0021111228640376912 -0.00016427867176965278 -0.00015801515536678634 -0.00018231723068690486
leaf_count=10585 13775 2276 1852 78 3618 851 42142 10491 6282 20945 8290 1971 24467 5063 3004 9237 18731 10947 452 188 3205 340 25042 18598 899 828 47 69965 14002 33760
internal_value=0 -0.00890421 0.00527813 0.00238094 -0.00850435 0.0604798 -0.0249177 -0.010876 0.270564 0.0982349 0.0105907 0.17117 -0.0709829 0.0427624 0.0596752 0.0730452 -0.0275049 -0.105749 -0.0544919 0.404061 -0.0414915 -0.0828981 -0.129135 -0.0674046 -0.215831 -0.251263 1.0733 -0.034122 0.0335077 -0.0280092
internal_count=361931 316432 247620 245768 222547 40271 182276 157109 7133 23221 33138 5777 68812 59446 54383 51379 27361 45499 29997 2159 97663 19071 25167 29545 15502 14603 125 94458 24493 44345
shrinkage=0.0027211


Tree=1075
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 62 785 623 1370 194 60 552 276 728 637 1015 629 1438 785 884 1368 63 1437 423 945 864 1329 1396 501 21 762 1020
split_gain=59.0627 123.075 85.7736 48.576 42.7283 42.3763 40.3728 39.6185 41.1364 38.4458 38.0019 37.5582 36.8552 36.6655 36.5725 36.1954 33.4739 41.9567 33.1923 32.5368 33.7299 33.8376 32.4582 31.7653 41.5619 31.7327 31.4655 31.1804 31.1687 30.7853
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 -1.2811150420666217 -0.86283290253235112 1.9538269969423816 1.7737799021787686 0.58307762070518543 1.0000000180025095e-35 -1.2602024798390514 -0.28778803716838885 -1.3163276726681863 1.2679540145483112 1.2191568012335126 0.86828621130637706 1.0000000180025095e-35 -0.38035204659413802 0.66905551989196432 1.4015214112945762 -0.64169633322170971 1.0000000180025095e-35 -0.19643360157570142 1.9181452473571214 0.72275257928592751 0.43584835922152426 -1.4653684346899081 -0.85966559705566292 -0.89074317784588486 -1.1769617767253704 0.44670980992553178
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 11 -5 10 9 8 19 -4 23 26 28 14 16 25 -11 -18 -10 -3 21 -21 -13 24 27 -1 -2 -6 -12 -22
right_child=3 7 6 4 5 -7 -8 -9 18 13 12 22 -14 -15 -16 -17 17 -19 -20 20 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035299491651000093 0.0011393704907087156 -0.00021833795213577366 -0.0014071452250704693 0.00047423743608250108 0.00055258173033242834 0.00056489068893723644 -0.001338691793763815 0.00023493663863900839 -0.00079209093426634957 -0.00023701410479451456 -0.00036262543614740204 -0.00027413171083124965 -0.00033636941166763243 -0.0011150087081267244 0.00015221943597717758 -0.0001270296192863126 -0.00076805773032545587 0.00095879995832347058 0.00097499619336945619 0.00027434687053458281 0.0001805730838671903 -0.00041957568050517873 -0.0015019764194144371 -0.00052801416006454435 -0.00054569690844907478 0.0014458744539199578 1.5510950542987443e-05 -4.1915938937458451e-05 0.00021690991390692951 0.00097640026132474872
leaf_count=77 1497 27633 3922 12676 5567 7113 5659 23398 8744 21066 6114 35816 8207 7108 7240 1647 25737 681 587 7719 8464 9518 1658 9080 8606 1580 9027 32702 59762 3326
internal_value=0 -0.0521802 -0.134332 0.00681063 0.0247664 0.0134855 -0.158811 -0.000721928 -0.0316545 -0.142948 0.0042473 -0.059661 0.0353908 -0.128951 -0.109929 0.178172 -0.137476 -0.207503 -0.191051 -0.0110047 0.0426386 -0.0269954 -0.0964491 -0.0399251 -0.0166069 0.383462 0.0582882 0.0128032 0.0520199 0.129258
internal_count=361931 164106 74717 197825 149827 137151 71413 89389 65991 65754 130038 47998 74083 61832 54724 3304 47484 26418 9331 56660 29027 17237 37474 55955 46875 1657 10524 38269 65876 11790
shrinkage=0.00331701


Tree=1076
num_leaves=31
num_cat=0
split_feature=184 746 602 959 1440 1454 1465 21 393 760 789 540 1148 62 744 65 1400 959 43 1383 706 76 699 821 540 955 365 547 726 461
split_gain=57.6049 51.9469 47.199 46.4876 40.6197 39.0494 39.9914 43.6277 37.4409 37.8374 50.4924 42.0389 48.025 37.3125 36.5478 35.5903 37.0163 35.0447 40.3524 40.8589 36.6621 34.9878 44.0884 34.7885 34.7091 33.8266 33.7821 32.9735 32.8902 38.2434
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2907225086880219 1.0000000180025095e-35 -1.0936914102283182 2.873316917895123 -3.9164670491403295 3.586627169628581 -0.10395360026017735 1.1248358748350926 2.2707766433665819 1.9644670326249816 1.0000000180025095e-35 1.0000000180025095e-35 0.48381857508364595 0.17736563190352031 -0.98621059485438678 2.2744972866152193 2.7085190290768657 1.9394510504218703 -0.73364799394223612 1.4873233873111167 -1.3373200915743719 0.99026637822014563 -0.56067130660624642 0.38865896481369627 0.55489234843406188 1.2114997549129087 0.52346289117042066
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 7 -7 9 10 11 12 15 21 -12 23 -17 -15 19 20 27 26 -23 -9 -16 -25 -3 -19 -27 -30
right_child=1 13 -4 -5 -6 6 -8 8 -10 -11 14 -13 -14 17 24 16 -18 18 -20 -21 -22 22 -24 25 -26 28 -28 -29 29 -31
leaf_value=-0.003299401639467747 -0.0014758595217385672 0.00046132924208173347 -0.00018582189707040114 -0.00048532148360439799 -0.00025559502760331 0.0026330492023300166 0.00066634708858070144 -0.00015514908324385819 -0.001158298111610379 -8.9876521713291117e-05 -0.00059394257501116452 -0.00050750237673207431 0.00080251088574558548 -0.00036745159459586135 -0.00015310116744181443 6.9907967725095729e-05 -0.00063344285807691325 0.00028744352938612599 -0.00095026940522198737 0.0033281848248992562 0.0014268756966023732 -0.00027535081199576804 -0.001377834191769905 0.00050798031622713172 0.00091510796151650679 0.00019615024238877222 -0.00060417841766043448 -0.00032379647896084489 -0.00044504217943568564 -0.0043935614276198378
leaf_count=188 7842 5646 34860 23160 27738 262 4220 10888 1403 75113 7518 3908 5070 7724 7114 14663 5727 19388 1775 168 1091 24451 2539 18729 1392 41118 2176 5524 405 131
internal_value=0 -0.0568929 -0.112094 -0.202404 0.00374071 0.0140735 0.0149635 0.0100405 0.00872975 0.0112021 0.0350752 0.0533596 0.0624979 -0.0173042 -0.0761374 0.0504131 -0.0365334 0.0297128 0.0610009 0.0786244 0.0717004 -0.0746333 -0.11684 0.0716662 0.015399 0.0901965 0.0582694 0.0556665 0.0553588 -0.435465
internal_count=361931 136344 65862 31002 225587 197849 197661 193441 193179 191776 116663 100639 96731 70482 16024 91661 20390 35670 27946 26171 26003 34812 26990 71271 8506 60383 7822 24912 41654 536
shrinkage=0.00312569


Tree=1077
num_leaves=31
num_cat=0
split_feature=785 181 1148 727 728 932 852 1149 727 539 647 590 1022 1154 12 491 694 846 391 884 146 547 263 1459 909 706 138 980 588 87
split_gain=161.189 107.558 87.9857 78.11 75.83 71.5078 70.065 54.7522 54.5913 80.4424 53.1889 119.557 49.5453 54.6042 44.8706 44.2373 44.1361 43.7788 42.5415 42.072 41.4061 39.6101 39.3612 39.1276 38.8435 38.841 37.5847 37.3752 37.3062 37.0069
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0000000180025095e-35 1.0000000180025095e-35 1.0405860362224371 -0.22706799479215015 2.1900270400044222 1.0000000180025095e-35 0.6695026854463163 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.34484620501756957 -0.40631815796528004 1.2342127532274445 -0.59417419860780807 1.0000000180025095e-35 1.6560630477055389 2.2368666814773395 1.4078093546699517 1.6445160113075163 0.53912233727729608 0.7464730840879944 0.99377002365102085 -0.98223957276639073 1.456835372314697 0.71188872395471614 0.56076668980743449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 25 6 -4 8 12 16 15 11 -6 13 18 -14 -10 19 -12 -8 -2 -19 -5 23 29 -17 -1 -22 -16 -18 -3
right_child=1 22 5 21 10 -7 7 -9 9 -11 17 -13 14 -15 27 24 28 20 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.2410547795576849e-05 0.00012857293342024746 -0.00012453405004937568 4.2245140879307724e-05 0.00016137291607219625 -8.7633532868755949e-05 0.00037025075158338177 -7.0716277120154235e-05 0.00015583293043762637 -0.00022029792694312029 7.6381992790056256e-06 -3.270385807651545e-05 0.00048436738344866581 -2.8942821843500045e-05 -4.1534823312327965e-06 8.1058725429029396e-05 -6.3199681656784325e-05 -1.4660357374238596e-05 -0.00014198857315759195 -0.00025022637492772503 -0.00024304246911781196 0.00068014649003146079 -0.00014654508168297309 6.0071576498986971e-05 -3.6071104947885635e-05 -0.00022782898726601491 7.8971309456090378e-05 1.152262896222583e-05 -8.0959497464815986e-05 -0.00024701024289567838 -0.00025056059517300397
leaf_count=7451 7444 43381 10762 15968 3797 1780 14660 4612 14409 12270 18780 1158 22973 25523 25065 19398 9631 50298 6993 762 276 1040 3060 12108 4814 5100 1216 3607 2324 11271
internal_value=0 -0.0655604 -0.0468456 0.0961052 -0.0565583 0.121608 -0.0338194 8.20903e-05 -0.0885592 -0.127922 -0.122146 0.100333 -0.0111191 -0.0653226 0.0301794 -0.184752 0.00748515 -0.140411 -0.160833 0.122648 -0.177956 0.19053 -0.153717 -0.168416 -0.130204 -0.0253338 0.183948 0.0818475 -0.0838152 -0.198801
internal_count=361931 332372 262552 29559 250010 12542 174485 103433 71052 50891 75525 4955 98821 47176 51645 38621 20161 70570 21653 8206 51790 17008 69820 66760 24212 12551 1492 28672 11955 54652
shrinkage=0.000743015


Tree=1078
num_leaves=31
num_cat=0
split_feature=50 56 1470 652 1043 785 1171 21 639 651 830 1388 654 1071 980 927 513 690 718 1292 588 694 219 1314 588 1318 519 910 127 609
split_gain=57.5547 98.3519 45.0253 43.156 46.3203 39.2701 38.3894 37.6552 39.2314 34.4862 33.7414 35.6854 35.0895 43.8848 43.6723 54.091 47.2104 36.311 34.6604 35.9691 39.4404 33.6884 33.4944 33.2687 33.0296 33.0176 32.7919 32.4624 32.8292 42.3518
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.55024281929118113 -1.2240551896020802 -0.86283290253235112 0.30028666319685293 -3.2545899522946695 0.69371782987610453 1.1107569744011787 2.4569310115382947 2.3422194059015995 1.0000000180025095e-35 0.69084194168817237 0.98445277279340615 1.0483613175537825 1.0454229551509682 -0.36926741619003056 -0.49030554980422836 1.0000000180025095e-35 0.71188872395471614 -0.34258522653082307 -0.98294230325841114 -0.82548413891789607 0.71188872395471614 2.5343177771244805 0.65569131416984383 0.67909569382761958 1.0000000180025095e-35 2.2685729398725978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 -2 -5 21 7 -3 22 23 11 12 18 14 15 16 -14 -18 -7 20 -20 -6 -9 -4 -19 -13 -22 28 29 -1
right_child=3 6 9 4 5 10 -8 8 -10 -11 -12 25 13 -15 -16 -17 17 24 19 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072580824935877363 0.00014228349891090187 0.0024777404496090782 -0.00084654158486179249 -0.00041082946247408228 0.00063834396443757145 -0.0002145675690482372 0.00023025779571196026 -0.00043808998333068702 -0.00041666361297525167 4.0706154413379171e-05 0.0006289058892309826 0.00040646623808360434 -4.4489701241592362e-05 -0.0005259501050986125 -0.00054470327171357829 -0.00065832396003166023 -0.00015168864415544741 0.00056327186770683028 -0.00026877156753247957 0.00024738021607981209 0.00010836175613905668 -4.1039816471971363e-05 1.8215579188766471e-05 -0.00038565479552199092 0.0018287408334163484 0.00317394275309803 0.0015533063106679924 0.0011343321285603315 -0.00061304883205763497 -0.0029800508499438754
leaf_count=1689 62045 166 12920 14000 5347 18540 15364 7974 12659 5936 2381 2920 24544 9793 6121 3759 1660 2685 12569 23525 1851 4129 54294 50669 738 125 650 899 1876 103
internal_value=0 -0.0511292 -0.128911 0.00727194 -0.0155341 -0.00335923 -0.00697681 -0.0295026 -0.0321729 -0.150026 -0.0152598 -0.021067 -0.0282306 -0.0696754 -0.0371122 -0.00607009 0.0255745 0.203604 0.0104091 0.0440574 -0.0452529 0.127296 -0.010615 -0.172213 0.319408 0.199117 0.198236 0.0767138 -0.0197446 0.186885
internal_count=361931 164549 74092 197382 135337 121337 90457 75093 74927 69525 111861 109480 106435 49300 39507 33386 29627 5083 57135 38595 15070 9476 62268 63589 3423 3045 2501 4567 3668 1792
shrinkage=0.00266775


Tree=1079
num_leaves=31
num_cat=0
split_feature=1078 1426 1429 21 816 795 740 704 253 705 968 1286 703 1272 706 910 835 292 781 608 934 268 21 568 432 586 432 1376 21 1462
split_gain=55.5945 47.1154 51.9391 40.5405 47.0444 47.7553 46.1833 41.2453 37.6826 36.6734 36.1953 35.8487 35.6054 33.7849 32.7662 32.1625 36.1783 31.877 31.5784 33.1291 33.8965 31.5247 31.0166 30.8968 30.7363 36.8204 30.5846 31.919 31.4947 30.0558
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 -0.92870374882376117 -0.29258408639884992 1.6535846841559774 -1.1572425405089652 1.0000000180025095e-35 0.37185795862114152 0.10393682255784319 1.0000000180025095e-35 -0.142542076094995 1.0425293070791588 2.3583143362518815 -1.5195305150102882 -0.23436159245623336 0.07557961736721816 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.891802923094746 -0.17763656261614161 -0.55233311529615603 0.53514094648954413 1.6459028264842319 -0.70163543588998201 3.4653406265423476
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 12 21 7 10 -6 -4 -9 -7 -3 24 -14 22 -16 -17 -15 19 20 -11 -5 -2 -22 25 -1 27 -24 -28 -13
right_child=14 2 8 4 5 6 -8 9 -10 18 -12 29 13 17 15 16 -18 -19 -20 -21 23 -23 26 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0005742031559230244 0.0024699945076970277 -0.00018525739285694338 -0.00015004068954253434 -0.00065126875350143506 -0.00056959854285633415 -0.00015938296610070547 -0.00058610375108021986 3.6708186560262879e-05 -0.00056489045858313931 -0.00033105771924321479 0.00014855913308067087 0.00012762872878577019 0.00031669371090076545 0.0016750568463993446 0.0029516212829286928 0.00099769104941255303 -0.0022007355828265939 0.00026140352061145846 2.1813751824396497e-05 0.00073413768107619603 0.00058248188455553248 -5.8212225462070825e-05 -0.00012651489959647141 -0.0014912403076063206 -0.00036000794365708848 0.00042948313559973173 -0.0001652616023021788 -0.00064357333573035436 -0.0009169652457347991 0.0016158803728744515
leaf_count=2393 138 26604 27542 8750 3297 35839 5989 24749 20794 3376 29080 30339 19008 1523 275 680 326 1129 7453 11299 6415 8766 45703 341 6973 8187 6460 9685 8319 499
internal_value=0 -0.00326846 -0.0433792 0.0169669 0.00055962 0.0140075 -0.0232416 0.0606771 -0.102935 0.0741927 -0.00565024 0.00142451 0.0810066 0.139087 -0.079079 0.290173 0.0928481 0.361638 0.125344 0.167539 0.0751815 -0.113338 -0.0867237 0.161422 0.00310265 0.0774928 -0.0897246 -0.0652176 -0.199829 0.0525783
internal_count=361931 290345 105778 184567 145354 127838 70908 56930 48336 53633 64919 57442 39213 21660 71586 1281 1006 2652 28884 21431 10132 17516 70305 6756 17553 10580 70167 55388 14779 30838
shrinkage=0.00300432


Tree=1080
num_leaves=31
num_cat=0
split_feature=1097 407 785 1470 332 395 678 1455 1361 723 1436 728 830 1319 1071 921 219 657 1457 317 719 508 21 1450 1454 1449 1450 1465 1452 735
split_gain=138.346 140.546 114.812 83.8451 77.2185 114.462 75.4956 69.6079 67.9993 61.4175 64.36 57.9916 50.2026 49.7518 48.1953 49.4343 46.9689 46.0797 45.9473 42.2942 49.57 41.4065 41.2118 61.8106 43.6105 50.9022 57.248 40.9989 52.2796 40.7983
threshold=-0.95342879297703587 -1.2965003005540392 -0.86283290253235112 -1.1417127449306028 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.35881941651261778 1.0000000180025095e-35 -1.0570063487222232 0.60428344764309971 -0.49008176997875957 1.9860712334756474 1.2654799694564189 0.69084194168817237 1.0525743831388839 -1.0127155366397818 -0.29429909822911982 1.339295830115254 1.0000000180025095e-35 -1.5042199147372537 0.93928964529742032 -0.89074317784588486 -0.67183755723879846 -0.84722408107669478 -0.66773832159351054 -0.58141044870692282 -0.41120921193798426 0.52142301186363793 3.1554326354961759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 11 18 5 9 -6 8 -5 21 13 -3 29 -11 15 16 -8 -16 -1 20 -2 -4 23 -9 -25 26 -26 28 -13 -7
right_child=1 2 4 7 6 12 14 22 -10 10 -12 27 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-9.8567279336321174e-06 0.00043197830417821464 -0.00013722801655538183 -5.1828866027034786e-05 -0.0002093498506294955 -4.9083270600799801e-05 -2.5683884480210299e-05 -0.0001905640229043372 -0.00026362831878801879 -9.8487981883436083e-05 -0.00019936266551696537 -1.212089778638303e-05 7.7805667888683274e-05 0.00019638791180490858 4.4792719559372861e-05 5.6876246074959856e-05 0.00014976740324798422 3.7689841902791884e-05 -0.00012177698727905568 0.00025318141455802208 -0.00017311521339092635 -7.6353684059117475e-05 0.00022950556062497946 -7.4355462270857988e-05 -0.00044928906263083125 0.0014060106423030986 0.00026919151991894194 -0.00020943950604731485 0.00015528014685939462 -0.00022474252318613661 0.00028776520621123921
leaf_count=9051 331 2198 5225 28664 38495 43842 2046 1184 42622 32081 6718 6793 2127 2237 4187 6979 46806 6549 1626 18989 16337 1420 15667 357 35 3468 992 12842 1328 735
internal_value=0 -0.0325322 -0.0145097 -0.134648 -0.0315989 -0.081475 0.00423499 -0.16 -0.199701 -0.174552 -0.215008 0.123901 -0.0133947 -0.266528 0.0431463 0.0669872 0.0442264 -0.0778023 0.0541325 -0.17517 -0.0911427 0.0243973 -0.0464756 0.11441 0.221628 0.273807 -0.180527 0.157063 0.0421909 -0.0291609
internal_count=361931 258265 222608 103666 199447 94385 105062 92989 71286 47681 41036 23161 46704 34318 66567 55831 48852 10736 10677 35657 16668 6645 21703 6036 4852 4495 1027 20963 8121 44577
shrinkage=0.000672971


Tree=1081
num_leaves=31
num_cat=0
split_feature=1430 1298 1469 395 341 651 288 1022 1444 890 1168 1380 702 1470 64 739 1456 1078 560 672 1319 728 729 624 205 846 937 138 1303 332
split_gain=55.4045 92.8992 73.4314 55.2014 45.7887 43.938 43.3368 40.7507 39.1741 42.6402 38.0773 43.3615 38.8405 37.4815 37.3794 36.5191 36.3995 35.7092 35.5479 34.9811 35.1488 34.9119 34.6254 34.4288 34.3253 34.2475 33.8053 44.1215 34.589 32.5498
threshold=0.54622893720785959 1.0000000180025095e-35 -1.1374964112163577 1.0000000180025095e-35 1.6369401821412268 1.1107569744011787 -0.26704414188828945 0.67527595557081987 1.0487318818042339 -1.0182342416987082 0.56478982777245867 3.1678161238893123 2.2275443133153514 1.0659332135323951 1.0148196801701652 1.2177549451092726 3.5267996248326976 2.3773680579807461 1.6590601587821199 -0.65546635319905777 -1.9061454630617805 -0.49008176997875957 0.75637635299260908 -1.2415857702335185 3.4188707011133421 0.5894258255966881 1.0000000180025095e-35 -0.51050133973651357 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 7 18 22 14 9 24 12 25 16 -11 29 17 23 -1 26 -7 -21 -9 -3 -8 -5 -12 28 -28 -2 -4
right_child=5 6 3 8 -6 19 10 21 -10 13 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0003298333330567009 0.00040781900457429214 -2.5272549820273289e-05 -0.00065748550977458222 -0.00059635326890035943 -0.0012367655329504821 -0.00076729960512861187 -0.00051656108988716674 -0.0028589126499048391 -0.00073369674717920592 8.9311970343812719e-05 -0.00013192933592852377 0.0040735772563167674 -0.00089594324985431655 -0.00055490613364133062 -0.0012578179903468085 -0.00089821230592096284 0.0012183260183448339 -0.0019866611389865131 -0.00031264511204651303 0.0030331034986066626 -7.6631101339993978e-05 0.001740603393206269 -0.00036636323481342763 0.00020275106129483033 0.0027576131505724741 -0.0011557628363387828 -0.00044246974879404469 0.00019727778750734817 -1.4638848720965507e-05 -0.00022235658612603749
leaf_count=12789 33081 52119 24393 12150 8721 4098 3970 85 7003 28485 8036 92 1435 4987 4908 1463 1321 407 6279 135 7143 510 23577 59229 141 2428 7805 14713 11793 18635
internal_value=0 -0.0326359 -0.0842267 -0.109178 -0.170819 0.0316156 0.00233123 -0.146156 -0.0585385 -0.0362319 0.0374272 -0.0948354 0.0549893 -0.000996645 -0.156847 0.057243 0.0627161 0.0906626 0.0510282 -0.0930788 -0.00213736 0.382377 -0.0378991 0.0550375 -0.176251 -0.110681 0.0658159 -0.00538592 0.0989655 -0.135996
internal_count=361931 276884 124677 110018 57252 85047 152207 48531 52766 45763 76511 10556 65955 33472 47936 14659 64520 13196 73671 11376 7278 595 75696 63199 12291 10464 67392 22518 44874 43028
shrinkage=0.0030644


Tree=1082
num_leaves=31
num_cat=0
split_feature=785 125 50 519 728 57 1470 56 1145 588 544 382 1469 974 202 651 62 1154 953 1149 1010 713 962 279 71 789 1469 803 804 583
split_gain=189.147 119.062 121.948 70.0543 94.7134 71.1778 70.0187 79.3885 68.4683 64.3901 62.3603 62.1966 48.3708 47.9945 46.2207 45.9121 44.6148 43.5814 48.9944 42.1917 42.5514 41.8724 44.7766 41.2452 40.4405 37.1958 39.1956 36.2781 42.6355 36.1592
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 0.72527224708021132 -1.3072861918153278 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 1.0000000180025095e-35 -1.0706168552173836 -1.0160056712157113 0.56345046278266753 1.1107569744011787 -1.2811150420666217 1.0000000180025095e-35 1.0000000180025095e-35 3.070608018023568 3.0713252103476614 1.0000000180025095e-35 -0.38912969094538602 -1.1438953002515546 -0.79229558791652044 1.1248358748350926 -1.3184646215665221 0.85523949479533445 0.45538871002063286 -0.99544907250003589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 6 5 -5 23 -2 15 12 11 17 29 -4 -10 24 21 -14 18 -1 20 -18 -8 -23 -3 -9 -25 -27 -15 -29 -6
right_child=1 3 8 4 9 -7 7 14 13 -11 -12 -13 16 27 -16 -17 19 -19 -20 -21 -22 22 -24 25 -26 26 -28 28 -30 -31
leaf_value=-5.3511875593342822e-05 3.9402173343683178e-05 -0.00019675352454524877 6.7617932036741636e-05 -0.00020216725034738844 -0.00018214089986990598 8.9245361726918903e-05 -9.5905637566673214e-05 -0.00019391243280572471 -0.00023392461829843705 0.0004337673652342112 -4.3150423517050875e-05 -3.8150325110668109e-05 -0.0001144124379032799 -0.00010100832338003531 -0.00022773416889807453 -3.9031827695929766e-05 -2.8688083909350097e-05 0.00020088323406846441 0.00015559764108644063 0.00029497724190904215 0.00029930765993708687 -0.00019066931669105307 -0.00032807728745649944 -1.9869230557440197e-05 -4.0833418100449045e-05 0.00057400524249399043 -0.00018745771266227758 -4.9255587757128519e-05 0.00024174825078218242 0.00025364670798310113
leaf_count=5337 6485 5922 13036 2206 521 9877 9449 7504 8582 1662 8361 4150 18620 35615 7600 5378 59245 9876 5985 989 953 26258 21805 38019 30883 149 5660 5134 1756 4914
internal_value=0 -0.0748756 -0.0999258 -0.00237619 0.12728 -0.0344707 -0.163134 -0.180561 -0.0603286 0.200206 0.0998775 0.136779 -0.0267318 -0.128358 -0.113968 -0.249257 -0.0478532 0.158434 0.0719901 -0.0215302 -0.0293403 -0.276298 -0.312878 -0.0696534 -0.0849294 -0.0492404 -0.209792 -0.100546 0.04049 0.276454
internal_count=361931 332372 259292 73080 13453 59627 115362 108877 143930 11247 29559 9585 92843 51087 45987 62890 79807 21198 11322 61187 60198 57512 48063 49750 38387 43828 5809 42505 6890 5435
shrinkage=0.000773033


Tree=1083
num_leaves=31
num_cat=0
split_feature=785 728 1376 519 933 1116 727 1080 545 858 647 590 714 791 803 861 930 993 846 195 871 61 1467 678 332 973 547 692 540 146
split_gain=143.304 118.033 79.2232 69.7526 61.8367 61.2317 61.1162 56.1242 59.9339 54.2327 48.5702 120.224 45.2446 69.5775 84.0573 75.6619 56.7217 49.0701 43.5202 42.5291 42.3484 47.1819 41.2666 42.1776 48.7944 40.7369 40.7082 40.4729 40.1074 40.025
threshold=-0.86283290253235112 1.0000000180025095e-35 0.18805867694879752 2.1420547332082829 0.68806224955729689 -0.98151139863280401 1.0000000180025095e-35 2.2092738772757108 -1.3445792648519526 1.0825608069246189 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 -0.89727091510114898 -0.53268848306471728 1.3909106807663625 1.0000000180025095e-35 1.0000000180025095e-35 3.2089320700182484 0.34708990927187483 1.0000000180025095e-35 -0.3682666017121613 1.4078093546699517 -1.3419217516201114 1.6305215107933637 2.2368666814773395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 9 -2 -1 8 -7 27 11 -3 16 14 17 -15 25 -14 -12 -9 21 -4 23 -19 -25 -10 -8 -5 -16 -20
right_child=1 10 20 4 -6 7 26 19 12 -11 18 -13 13 15 28 -17 -18 22 29 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.4488588201027681e-05 -0.0001274859497924612 -0.00010341211970149187 -2.2975556194612041e-05 -0.00019738764916068353 -0.00010921972508996287 -0.00010469969803483799 0.00014797475522370499 0.00016689908164028899 0.00025068046998004499 -0.00015132259382120283 -5.7549264840224106e-05 0.00042366574287890416 6.9196480222768973e-05 -6.4502297571800344e-05 0.00021940785525222643 0.00012033073955142801 -1.1844371855373681e-05 -0.00014621579630651139 -0.00015014441624740127 -0.00024939187427404488 -0.00015687080862013009 -0.00012703838790015972 0.00024583230254752558 -0.0001263987147956371 5.1392721214930461e-06 5.0583807178374182e-05 -0.00016418590845422378 0.00022626891467896179 -0.00020427008860578235 0.00010932814606279625
leaf_count=12551 14187 4821 38560 600 2381 20938 15968 5590 4337 1106 29774 1384 5967 9083 3376 13694 12212 19893 62243 610 18854 19473 780 13775 13954 5219 1040 7262 586 1713
internal_value=0 -0.0647281 -0.0398795 -0.0141598 0.133975 -0.0277891 0.0880963 -0.0143292 -0.0248225 0.209582 -0.137706 0.056331 -0.00596387 -0.0290952 -0.0677285 0.0686765 0.0770922 -0.0904657 -0.152847 0.170552 -0.103317 -0.0752739 -0.112353 -0.120886 -0.068975 0.195939 0.171943 0.2668 0.212275 -0.190486
internal_count=361931 332372 232437 155550 11349 144201 29559 130014 123814 8968 99935 6205 102876 81108 58331 22777 21768 54369 93730 6200 76887 58033 48402 47622 27729 9556 17008 7862 3962 63956
shrinkage=0.000743015


Tree=1084
num_leaves=31
num_cat=0
split_feature=1431 1439 614 1425 1469 1452 1465 1449 1465 1470 1457 1462 1449 1459 417 1458 1470 1089 1454 1470 1468 1460 1452 1450 1458 144 391 220 1458 1462
split_gain=55.642 47.5873 45.5019 44.6885 41.0953 57.4559 133.235 54.0267 46.8969 41.7952 41.6751 40.3953 50.3355 44.049 39.6485 39.1507 37.4835 37.0979 42.0601 40.3333 49.8557 40.6784 39.546 36.8502 36.8169 35.9015 35.2834 35.1771 34.7423 35.8351
threshold=1.0000000180025095e-35 0.70356782200899082 -0.75411934043310735 1.0000000180025095e-35 -0.37428265452218518 0.34647097549241135 -0.24758448501956196 0.62458680994010674 -0.40063595989598516 0.86093751738940238 2.0036930653714298 -0.19274214021374381 -0.48085314393774437 0.49900387419946662 0.010950138188642858 0.084403803362298288 0.92007089127680419 1.0000000180025095e-35 0.95531609900580594 0.93978201590593802 0.86513973906966435 0.74209976395475563 -0.23925522981379169 -0.070412655075119956 0.25640757745451187 -0.030765736731618021 1.0000000180025095e-35 -0.65761681162207364 -0.62628273508940724 1.2512610797082433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 26 -4 14 17 7 10 -9 15 11 16 -13 -14 -1 -8 -7 19 -19 21 -21 25 -20 -11 -17 -6 -2 -5 -23 -30
right_child=1 -3 3 27 5 6 9 8 -10 23 -12 12 13 -15 -16 24 -18 18 22 20 -22 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.8225967233122909e-05 -0.00016602152654940361 -0.00052275828794111053 -0.00013726212801176891 -0.00029557062587672349 1.1377701382459969e-05 -0.0018213385286204617 -0.00024311443270121454 -0.00022251075775848021 0.0042098688718441414 -0.003189934171726228 0.0029854991688989287 -0.0016900799021506861 4.9834485307475831e-05 0.0042275296152337544 0.0002818323412296759 0.0023052239750122124 0.00025060951843075882 0.000162843629306284 -0.001312323335161293 -0.0012399988722850057 0.0030289498446069364 0.0018443206000744044 0.00030644370415759968 0.0049442271829565594 0.00035553361377852085 -0.00052791733750264522 -0.00070495502598650077 0.00045871276895334518 0.00044858015268127563 -0.0022714657293902572
leaf_count=53788 23151 26714 52306 4974 17977 8260 6433 1751 125 40 106 951 897 153 45491 665 701 56310 2275 3614 168 916 1340 145 2478 14128 17442 14971 3283 378
internal_value=0 -0.0547007 -0.0347668 -0.00371979 0.00439109 -0.0238687 -0.131149 -0.306018 0.04597 0.0532027 -0.378385 -0.397435 -0.106675 0.244168 0.036697 0.0314351 -0.477613 -0.00156281 0.0322674 -0.0567309 -0.294202 -0.0342521 -0.196526 1.00755 0.22679 -0.0641732 -0.106419 0.0831345 0.162711 0.0600344
internal_count=361931 139558 112844 72251 222373 123094 22705 12944 1876 9761 11068 10962 2001 1050 99279 9576 8961 100389 59925 40464 3782 36682 3615 185 3143 32105 40593 19945 4577 3661
shrinkage=0.00345101


Tree=1085
num_leaves=31
num_cat=0
split_feature=43 1454 21 1454 1452 1461 1461 1459 1454 21 1451 1467 1469 1450 1453 21 1453 21 1469 1449 1452 1458 1458 1459 1452 1454 1449 1465 1466 1455
split_gain=54.6111 50.0612 60.4935 77.4196 58.5145 51.6378 72.6824 73.527 48.3911 62.7994 50.4667 48.0567 61.4132 50.077 46.9686 59.6608 61.4884 64.8348 70.2702 65.3261 59.4413 93.8738 87.0844 52.5574 50.563 87.1262 67.5351 49.2298 47.7203 63.6536
threshold=1.0000000180025095e-35 -0.2363894608792538 -1.6471741456694959 -0.051110432140844611 1.2756511722692228 -0.3640729456269281 0.92086227942272492 1.9632967188765165 0.33104948409706508 1.7567652095367545 0.56703492698768387 -0.12062852467941906 0.23550153252728254 -0.58141044870692282 3.3620603879665567 1.3785497256249488 1.9142027959396961 2.3240884354044633 -0.34280992228737395 0.52358129808114695 0.57845329651378008 0.07165096648870159 0.68465967500769709 3.2302017972513801 0.90005214643023135 1.3030628896944136 -0.27114888714012447 1.4270952891077759 -0.28630806504872541 0.8703138515806228
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 14 7 -7 9 11 -10 12 13 -8 15 24 17 20 -19 -20 -17 -22 -23 -16 -4 26 28 -27 -26 -30
right_child=-2 2 5 -5 -6 6 8 -9 10 -11 -12 -13 -14 -15 23 16 -18 18 19 -21 21 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=-8.472905098073917e-05 -0.00025913404022985829 0.0027784787131889493 1.6396235219887327e-05 0.00020878586886459238 -0.0010776828031349608 -0.00090900731070778077 0.002095542484247761 0.0020090610051916691 -0.00065747866948905444 -0.0019683758496235326 0.00033458828568724749 9.222134309340328e-05 0.0027693940406601373 -8.7211842219768918e-05 -0.0010319093332583412 0.0010728351036318868 0.002183993198852895 0.00046097951391923408 -0.0025737708440641627 0.0011900240488583042 -0.002155175597805474 0.0031038740651232791 -0.0014835784768620485 0.0014766647210179144 0.00063307161401673863 -0.00066772352304765624 0.00039161984267162508 0.00092499131416550699 0.0026755897097843059 -0.00092136364692116477
leaf_count=147014 74777 965 71209 1882 4165 9874 762 437 7214 571 4371 3967 1002 1747 3050 6838 1022 1858 1096 304 872 449 348 426 1798 4107 6375 1278 1861 292
internal_value=0 -0.00283564 0.0269411 0.349317 -0.03209 0.0203523 -0.0612913 -0.221837 0.0133693 0.143171 -0.076704 0.194261 0.375936 0.193035 0.0430139 0.0519179 0.183242 0.138479 -0.115702 -0.496579 0.232632 -0.12337 0.358769 -0.198448 0.0303555 0.13988 0.256048 -0.0794941 0.471405 0.661775
internal_count=361931 287154 135975 2847 151179 133128 29945 10311 19634 8049 11585 7478 3511 2509 103183 99707 12787 11765 3258 1400 8507 1669 797 3476 86920 15711 10326 5385 3951 2153
shrinkage=0.00338335


Tree=1086
num_leaves=31
num_cat=0
split_feature=129 785 652 1315 1152 21 728 758 1086 65 638 854 902 1079 1107 1051 1400 1035 779 1184 567 633 418 1099 1390 784 873 263 1023 497
split_gain=54.4058 49.854 48.921 48.1375 44.6903 44.4126 42.1079 40.1747 38.8627 51.4881 37.5843 36.975 35.943 36.1304 35.7883 35.6076 37.8652 37.5146 35.4597 42.1464 34.6013 49.7125 34.4534 34.3891 34.1821 33.5423 33.4721 33.4698 33.3083 37.7924
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.55024281929118113 1.7113582445367468 1.0000000180025095e-35 -0.32341995197817647 -0.49008176997875957 0.67035965415697463 1.1016052903989251 1.0682938573926528 0.83656776304359515 -0.87473648844905705 -0.38146204940776662 1.0000000180025095e-35 1.9154540409428416 3.5926503781727646 -0.57948139954297007 -0.0278055785623821 3.9603511443191191 -0.028185137986018526 1.5352457586741972 1.8033126324891879 0.26598749557713591 -0.2911445864276907 -1.0557231322024074 0.9594655836162902 3.1377232108798858 0.66115833724634121 -0.92662490140568188 1.1875719918226502
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 14 4 5 8 -1 12 15 -10 -9 -8 -6 -14 18 17 -17 -4 20 -20 24 25 23 27 -3 -22 -26 -2 -7 -30
right_child=22 2 3 -5 7 28 11 10 9 -11 -12 -13 13 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.00061627888501449718 -0.00015205164270387666 0.00046249308176247306 9.2661651675643491e-06 -0.00066856004433172851 -0.00076659985345735814 -0.00065032983124175918 0.0013171080016482 -0.0001433592954423208 9.7140742788712843e-06 -0.0014959435092029138 0.0010840850499179489 0.00030064838227425016 -0.00054734649813876319 0.00011402189701739415 0.00072094530252827073 0.0058532580864418902 -0.000966790736623212 0.0004723385816131398 0.0034842963178220573 -0.00096779410060424294 -0.0002285330071268271 0.0015205307166137182 -0.00066204069635801652 -0.00056204187436213326 -8.7309591763571657e-05 0.0011765931249750005 0.0012072338663109486 0.00068430047439291296 -0.00016745082721969658 0.00035251112127397726
leaf_count=2859 14819 8686 25581 12427 16199 8789 2284 6129 6957 3170 2232 21067 12689 10554 4972 120 93 22269 368 218 3898 1947 18661 10777 69460 1238 1058 3830 59779 8801
internal_value=0 -0.00499696 -0.0141743 -0.0353567 -0.0267246 -0.00631598 0.0829469 -0.0893483 0.0435616 -0.102211 0.0511618 0.111283 -0.122616 -0.0657136 0.0271166 0.068604 0.949631 0.0641554 0.0162512 0.552151 0.0125439 0.152262 -0.0935165 -0.04505 -0.00142756 0.0385179 -0.0177148 0.0154113 -0.0400796 -0.0250639
internal_count=361931 313844 287634 195789 183362 135559 26210 47803 58190 10127 8361 23351 39442 23243 91845 48063 213 47850 86873 586 86287 7083 48087 29426 79204 5136 70518 18649 77369 68580
shrinkage=0.00359044


Tree=1087
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 1117 441 1434 1285 785 609 73 705 1127 414 869 1445 202 771 735 1328 625 1260 816 1449 941 513 560 60 21 419 1121
split_gain=54.3408 110.807 76.7454 45.3784 45.7728 37.4813 37.2888 36.1227 35.5452 35.402 35.7377 34.7415 36.2247 34.6483 35.5632 34.7548 34.5173 34.9379 33.6418 33.2011 32.5147 32.3561 31.32 31.2895 34.7589 33.507 31.0583 33.687 36.4267 33.675
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.0007360560485064 1.0000000180025095e-35 1.0000000180025095e-35 2.2712867920001698 -0.38035204659413802 5.4689234011611747 1.1801114503488062 0.3847065924170836 1.0000000180025095e-35 -0.94993623548767991 -0.57653763495970078 1.3475299883120082 0.99025722045320774 1.8821439160418587 3.1554326354961759 0.32990629675366129 1.7319634811773124 -0.50387187748258611 6.0906794990390116 2.5214482292721478 1.9607587081991176 1.0454229551509682 1.8291851068896225 1.0000000180025095e-35 1.0000000180025095e-35 -0.24368202044847839 0.76523680195760269
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 9 7 13 -4 -7 10 -2 20 -13 14 -3 19 17 23 -14 26 -1 -9 -11 24 25 -12 27 28 -15 -30
right_child=3 6 5 -5 -6 8 -8 21 -10 22 16 12 18 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0022154228450888421 -6.8162088483667024e-05 0.00041852469301598182 -0.00036153364726121677 -0.00020642010324784803 0.00022599976348253062 -0.00023358054738679873 -0.00079405181278231676 -0.00085271927947207021 0.0083133668033982689 -0.00041438334480576477 2.7135052365420919e-05 0.0017616063912735877 -6.3080468871654175e-05 -3.0288227626525331e-05 -0.000386523275966649 -0.00050566323455758196 0.00083692799512414076 0.0019127189153159874 -0.0024294598237223431 -0.00066108184886883156 0.00049596291131631003 0.0019749930291038439 0.0014764304943711702 0.001013577934321852 0.00053273980294732339 -0.00091047234500087526 -0.00039980491931028683 -7.5272689552157338e-05 0.00061999585010575307 -0.00019415592697567317
leaf_count=566 62229 13564 19362 30473 54533 25187 3526 26712 24 13248 25470 291 950 11682 3310 8085 3386 384 319 3816 1178 128 378 1359 4731 1634 7403 23185 11864 2954
internal_value=0 -0.0472971 -0.125605 0.00940744 0.0237284 -0.148919 0.00154766 -0.197874 -0.0746975 -0.00220116 0.0113694 0.170189 -0.0559349 0.00940931 0.0959476 -0.0136956 0.0628526 0.0431351 -0.208308 0.00273912 0.359152 -0.272826 -0.116622 0.0352182 0.0211052 -0.0106348 0.0147935 0.0327019 0.0884547 0.157903
internal_count=361931 164106 74717 197825 167352 71413 89389 46202 25211 112819 99193 3304 1560 85863 16874 68989 36964 33578 1269 60904 1744 26840 13626 33194 31835 27104 57088 49685 26500 14818
shrinkage=0.00300432


Tree=1088
num_leaves=31
num_cat=0
split_feature=470 464 713 670 789 1426 858 796 933 1002 577 519 1044 409 1356 1455 692 372 513 1442 21 417 346 651 602 124 633 1469 832 774
split_gain=53.9352 88.1478 51.6766 62.9771 45.1804 45.6216 50.6616 62.2376 57.9138 56.6685 56.0281 47.7779 42.0907 41.1567 38.9187 40.3891 36.0659 40.8749 35.1282 35.1016 34.669 33.9671 33.476 33.416 33.0216 37.7941 37.0307 34.8804 32.7938 37.5404
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0825608069246189 1.0000000180025095e-35 0.68806224955729689 0.69854289147193727 1.0000000180025095e-35 0.65569131416984383 0.30349066778528194 1.8072418525143996 1.1703909184639636 2.5522110869383945 -0.77827596917162645 -0.89164644713046382 1.0454229551509682 -1.2625182715263061 -2.7818205974049124 0.91153491557656763 -1.2046543511428218 0.58396494997324677 0.66849908449309148 0.9159563831342864 2.3072570656327378 -1.2987941639197651 -0.18725854198757233 -1.3902398249741756
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 13 5 6 8 18 9 10 -2 -12 14 -4 15 19 -13 -18 -8 22 -3 -1 -7 -10 25 26 -6 -26 -22 -30
right_child=4 20 3 -5 24 12 7 -9 23 -11 11 16 -14 -15 -16 -17 17 -19 -20 -21 28 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-9.7019110648607085e-05 0.00019488322801159184 0.0026068375723820965 -0.00024747244886523528 -0.00088936386826360511 -8.8286763853280678e-06 0.0016729303893309973 0.00050420476477107954 -0.00062685314668583765 5.9870754220709102e-05 -0.00013282485963777438 0.00048105938718308138 -0.00010372395176099373 -0.00037954265300048481 -0.00179644693163184 0.00074102707236631921 0.0015523358757847153 0.0027732104845590187 0.0011191971954320294 -0.00083739618993177009 5.5248253959151516e-05 0.00011091164043105316 0.0010797008822107264 -0.00063755489452217023 -0.00064875848011276675 0.0013238540128312078 -0.00085648075582771634 0.0015932677098606702 -0.00069916568170264265 -0.0010256343644709739 -0.00011686266502925285
leaf_count=10736 28016 240 38721 27310 16642 401 6285 8390 13622 10924 21320 991 20654 2201 3722 745 806 4897 1216 26150 47910 1846 8533 4707 395 3056 722 9158 3497 38118
internal_value=0 -0.0464928 -0.116013 -0.147118 0.0100231 0.0240864 0.0506804 -0.0604099 0.0709981 0.09957 0.126836 0.191507 -0.0257486 -0.0883019 0.0149088 -0.00849827 0.34123 0.401722 0.0832142 -0.020325 -0.00268874 0.0324754 -0.154683 -0.035824 -0.0692414 -0.0183691 0.020605 -0.175523 -0.0052139 -0.0539782
internal_count=361931 170579 80814 68232 191352 161379 101174 15891 85283 66954 56030 28014 60205 40922 39551 35829 6694 5703 7501 35084 89765 12582 8934 18329 29973 20420 17364 9553 89525 41615
shrinkage=0.00338335


Tree=1089
num_leaves=31
num_cat=0
split_feature=785 728 125 395 727 703 1079 1470 519 723 715 588 195 588 1080 382 620 652 941 617 21 1323 388 647 590 804 930 657 141 547
split_gain=152.246 103.851 78.3392 112.401 63.1838 59.1379 56.6668 53.3811 49.277 76.9806 66.8565 67.7584 67.7774 64.2563 61.1508 56.6535 54.7036 49.7768 48.1568 46.8859 46.8382 45.9779 45.0612 45.8665 113.705 43.197 42.1397 40.608 39.8208 38.5963
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 1.9634214862007473 -1.2126727935954851 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 0.69976010066948824 0.71188872395471614 2.2092738772757108 1.0000000180025095e-35 1.1734518836084071 -0.98896428961744431 1.0000000180025095e-35 1.6614250791469047 -1.6471741456694959 2.8425200577949936 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.3537602816678871 1.0000000180025095e-35 0.72755686970153477 0.095465115248672336 1.4078093546699517
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 -4 8 -2 10 -10 16 12 14 15 17 -11 21 -12 -16 -9 -19 26 23 24 -3 -8 -7 -13 -5 -6
right_child=1 22 5 28 29 6 25 19 9 13 11 27 -14 -15 18 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.7842533370438419e-06 2.5253756378552805e-05 -8.2575185134065997e-05 -0.00015114583083711283 -6.0370975230302004e-05 0.00015531392028461167 0.0001698040543848813 9.4074894029084455e-05 -0.00013866822382605878 -0.00014243620336918639 0.00018018620149039033 3.1275952331750366e-05 3.6111280457670807e-05 3.2657800133596541e-05 0.00033964925927150512 -7.3751020269529225e-05 -5.3661436899038628e-05 -0.00010785710280578569 0.00031268261029951465 0.00038127835487250853 -0.00034266293777173985 -0.00011836503483852762 0.0005938161554315982 -0.00018514478460261369 -9.0731108255986067e-05 0.00046599597661851211 0.00045989748820744926 1.6177422106414107e-05 0.00029488805494201197 2.6623194294918725e-05 -0.00014913021214248842
leaf_count=12551 5065 3918 7397 29121 15968 7791 5325 36345 3031 4823 6664 6949 15011 2463 990 4197 4095 703 1044 7573 46247 384 20295 74532 1190 820 9967 1593 24839 1040
internal_value=0 -0.0598353 -0.0365375 -0.0865921 0.0975646 -0.00424981 0.00582687 -0.183308 -0.0049924 0.102976 -0.0222081 -0.0507935 -0.0733634 0.174629 -0.110035 0.0970699 0.0800804 -0.12516 0.226811 -0.216676 -0.151069 0.12871 -0.128497 -0.105795 0.0972639 0.192571 0.112015 0.117198 -0.025447 0.182662
internal_count=361931 332372 232437 102943 29559 129494 122097 48983 115952 14514 101438 79201 70659 11483 55648 9020 22237 53614 2034 43918 46950 18142 99935 79640 5108 6145 17758 8542 53960 17008
shrinkage=0.000743015


Tree=1090
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 602 727 921 784 878 471 21 519 268 727 1466 332 1452 832 1469 146 1429 21 824 730 934 783 660 879 119
split_gain=173.896 118.945 89.1695 79.9239 87.6271 95.8947 72.0699 65.3519 61.6214 53.955 48.0279 51.6452 46.9792 65.0252 46.0581 45.8812 43.618 42.9859 41.5936 43.5986 41.4665 40.7434 39.2253 38.1041 37.5217 49.746 43.8879 38.2378 42.8939 37.323
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 2.1420547332082829 1.0000000180025095e-35 -1.5722412400100421 0.57156622312866312 1.0000000180025095e-35 0.91361512331551464 -0.31774903318306902 -1.3263328046252252 2.7503861831498626 1.0000000180025095e-35 1.0000000180025095e-35 1.0465233716127256 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 0.26872683687560334 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 21 -1 24 12 -10 11 -3 -6 -14 -9 -7 -12 -17 19 -13 -20 -2 -8 -22 26 27 -5 -26 -29 -24
right_child=1 10 -4 7 8 15 22 14 9 -11 16 18 13 -15 -16 17 -18 -19 20 -21 23 -23 29 -25 25 -27 -28 28 -30 -31
leaf_value=-1.4576166395311299e-05 -0.00011097765617320543 0.00058161750079091371 -0.00012291991167918116 7.2173512640704994e-05 4.8419255489611606e-06 -5.9933253235244837e-05 4.6982781433399134e-05 -0.0001039599202494774 7.7045338827219037e-06 -0.00010187908337126348 -0.00011875508079250875 0.0007108920993104355 0.00022878518124048189 -5.2367320173273489e-05 0.00020745396758739158 7.7130993154455487e-06 -1.7699128349196423e-06 0.00027891999475216842 -0.00018492568535930247 -9.4335922636823655e-05 -2.5032357817178583e-05 -0.00024055984654918047 0.00010576416405705893 0.0011366395545499067 8.5225879794805122e-05 -4.538387079628396e-05 -6.6719231133043798e-05 0.00053685755610690159 7.6091313993597914e-05 0.00028705880898316152
leaf_count=12551 20984 187 31093 7155 45092 32649 6893 1187 16662 21606 18285 126 4379 2587 5949 5233 16644 1461 35251 29137 199 12699 5169 106 2834 3316 15834 978 739 4946
internal_value=0 -0.0719478 -0.047064 -0.0328504 -0.0541801 -0.115871 0.0957456 0.0523874 -0.0137827 -0.0769265 -0.144969 -0.187094 0.0321466 0.183518 0.225721 -0.0510435 -0.0764415 0.10257 -0.192019 -0.127153 -0.254552 -0.222185 0.186285 0.575605 0.00953685 0.132278 -0.0337957 0.269393 0.507928 0.271915
internal_count=361931 332372 232437 201344 163352 73026 29559 37992 90326 38268 99935 65006 52058 6966 7136 39343 34929 6694 64819 29263 35556 33683 17008 305 30856 7867 22989 4551 1717 10115
shrinkage=0.000700159


Tree=1091
num_leaves=31
num_cat=0
split_feature=1235 407 785 319 50 56 1470 1176 317 727 1455 616 635 729 852 1181 567 719 50 809 706 1116 61 6 21 953 728 265 1467 853
split_gain=128.18 121.615 102.995 77.8686 73.7415 111.81 73.6183 74.8149 53.9736 53.3264 52.6812 52.3424 52.078 50.8487 53.475 46.6129 50.7539 45.9711 44.7045 41.9097 40.8401 40.4073 39.408 38.7547 37.885 37.6175 37.5312 40.3675 36.4595 35.6382
threshold=-0.94625487755706195 -1.2965003005540392 -0.86283290253235112 2.3683501136148597 1.0000000180025095e-35 1.0000000180025095e-35 -1.1535394197080833 -0.56141693056062925 1.0000000180025095e-35 1.0000000180025095e-35 0.72809816964645935 1.0032126598012274 0.69173595090600304 0.75637635299260908 1.0747610123934368 -1.4627489369455369 1.7811711699895054 -1.5042199147372537 1.0000000180025095e-35 1.0000000180025095e-35 1.5724059030450566 2.9156931588094528 1.0000000180025095e-35 2.0239331912548955 -1.0798509198017876 1.0000000180025095e-35 -0.49008176997875957 -0.54965261735414395 2.6212945108504591 -0.46756959690554262
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 9 4 5 12 -1 19 17 20 21 -7 26 14 23 -15 -17 -2 -11 25 29 22 -9 28 -12 -8 -4 -28 -6 -3
right_child=1 2 3 -5 13 11 7 10 -10 18 24 -13 -14 15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.5934429067796054e-05 0.00046774272436759509 -0.00020812840440916091 -3.9230351377958091e-05 -0.00021801030889277863 2.2496134504769074e-05 1.4249076057562684e-05 -0.0003885910855564792 -6.2029092501516292e-05 -0.00019395985568579566 7.8601127276475561e-05 0.00030697910229692362 -0.00017430784946528811 1.346438307890319e-05 0.00028478632550069235 0.00014478265306058069 -7.3852015375806148e-05 0.00022727026753818644 -6.5479294553269567e-05 0.00026732130031821067 -0.00012636982363890169 0.00023954880500457666 0.00054809574611350395 -0.00018022366158408957 -0.00018546335024094283 1.9573224699991198e-06 -0.00018596293215837652 -8.012468956352284e-05 -0.00024341178349606427 0.00026161251376133544 2.9074037140846876e-05
leaf_count=10289 377 2291 6115 7322 56828 43913 9850 28980 18634 7149 1278 5387 6787 1184 9548 27555 1507 16616 6652 21217 1442 253 15243 2230 7315 9963 7834 21528 1473 5171
internal_value=0 -0.0221872 -0.00534457 -0.0214888 -0.014511 -0.0623206 -0.120509 -0.143804 -0.155647 0.127453 -0.0883195 -0.00205441 -0.164302 0.0224627 0.0504286 -0.0548307 -0.0724525 -0.0621926 0.213524 -0.230515 0.00847166 -0.123729 -0.130001 0.0278096 0.0685733 -0.333539 -0.206713 -0.250635 0.0375745 -0.0535195
internal_count=361931 257543 221916 199211 191889 91564 104388 94099 35627 22705 53069 49300 42264 100325 70079 30246 29062 16993 13801 41030 8904 44476 44223 60531 8593 19813 35477 29362 58301 7462
shrinkage=0.000773033


Tree=1092
num_leaves=31
num_cat=0
split_feature=1371 1464 1457 1468 1458 1097 1455 1459 56 395 1454 1456 1465 1454 1466 1458 1465 1452 1452 1452 1461 1449 1458 1449 1468 1458 1459 1451 1450 1468
split_gain=55.3127 51.578 55.1744 55.1426 55.4017 56.0739 51.8519 49.7821 48.0508 63.2694 47.5984 47.5361 50.7273 56.448 49.8289 46.3358 44.7276 59.334 65.9924 57.0406 54.795 66.5586 51.1905 80.7204 50.2941 57.787 48.1306 65.9499 59.9695 42.556
threshold=1.0000000180025095e-35 1.5993600128483978 0.68635126017805159 3.2937191260639342 2.0019660229778804 -1.2571877020351898 4.0789913919971044 0.066535483750973831 1.0000000180025095e-35 1.0000000180025095e-35 -0.12591398429191614 2.7040346601522836 -0.32159838348241315 -0.2363894608792538 0.13570282401931955 7.4645545680660215 -0.34934968739461808 -0.48130049356481425 -0.56628891134543513 0.69404526084459894 2.5032120688259147 0.23597764718087469 0.0082849315030576309 0.11043731599731825 3.4095382819492133 2.0019660229778804 5.488374436184996 1.1078880822739612 0.60814641987956863 2.7220206540297416
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 9 -7 -3 12 13 -6 -14 -15 17 18 26 22 29 -22 23 -18 -19 -26 27 -4 -29 -21
right_child=-2 10 16 -5 11 6 7 -9 -10 -11 -12 -13 14 15 -16 -17 19 24 -20 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00038449393001483589 -0.00033545962814498067 -0.00045764198413939222 0.0006026142113640246 -0.0012397154288540393 -0.00072837281494266416 -0.00048409802996695803 0.002412001559961123 -0.00089263511054864773 4.7534421556693412e-05 -1.8729889287093549e-05 0.00054004395127122838 0.0027820134915859584 -0.0012286643571629324 0.0020660275034247132 0.00093507199903281036 -0.0041263910821965873 0.00070991495230851511 -5.083382545831711e-05 0.0032166864304939802 0.00062381880337490474 0.0045364383309586852 3.910191538374373e-05 -0.00059287578359538279 -0.00068458957283689423 0.0034346870756082411 -0.0026061277078152094 -0.0041410970332024398 0.0054774643697856323 0.0010564830801670332 -0.0017813142116975124
leaf_count=49079 48317 4087 7486 2700 657 43088 928 373 102307 43369 15622 503 1598 1651 987 70 7040 10105 674 4088 354 306 10431 4385 417 109 107 248 372 473
internal_value=0 -0.00468608 -0.0125636 -0.0264812 -0.0228592 -0.0285524 -0.0130137 0.409437 -0.0162135 -0.0590663 0.101556 0.183228 0.119929 0.327531 -0.0931655 0.510766 0.0565332 0.137079 0.26823 -0.00119767 0.192343 0.714147 -0.0537984 0.0505722 0.0244249 0.627825 0.211571 0.232289 0.842636 0.104642
internal_count=361931 313614 293905 247310 244610 239144 190065 1301 188764 86457 19709 5466 4963 2378 2585 1721 46595 19518 8887 27077 5221 660 21856 11425 10631 526 8213 8106 620 4561
shrinkage=0.00359044


Tree=1093
num_leaves=31
num_cat=0
split_feature=51 519 858 727 588 927 723 925 785 921 783 791 953 1016 583 588 150 1368 844 11 706 817 382 639 133 1324 990 471 1051 1317
split_gain=53.2268 47.6049 78.2342 60.4681 66.008 56.3679 55.3115 75.5463 74.3184 76.7194 102.968 57.0205 59.5952 69.9217 45.7761 42.7439 44.0837 41.6405 41.2655 41.425 40.5805 39.8829 39.7729 38.1814 37.6894 37.2085 37.1326 37.924 36.5475 42.0165
threshold=1.0111847875080273 2.1420547332082829 1.0825608069246189 -0.682906484622256 0.71188872395471614 1.0483613175537825 -1.0570063487222232 1.0000000180025095e-35 -0.86283290253235112 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.67505964681462227 1.0000000180025095e-35 -0.55326332990463356 0.71188872395471614 -1.2301087152435528 1.0000000180025095e-35 3.0589350061220624 -0.77566337709332023 -0.1203199530927193 -0.5605470670690903 1.0000000180025095e-35 0.11942102837874842 2.7171092817986957 0.70036819076278212 1.09266583130301 1.6494270255275161 3.5926503781727646 -1.1873587393460932
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 22 -6 7 14 24 11 21 17 13 20 -1 16 -9 18 28 -20 -13 -11 -5 -16 -8 -15 -12 -28 -10 -30
right_child=-2 2 -4 4 5 -7 8 15 9 10 26 12 -14 25 23 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00090075632180632763 -0.00027761782943316914 -0.00043804273949609905 -0.00083787717815200628 0.0007595784284146138 0.0018183295842898795 -0.00089012939497754484 0.00034645686259110784 0.0014364926455883282 -0.00043481433430478058 0.0003769173978439925 0.00069436445811221163 -3.7707174757072762e-05 0.00052822248471677113 0.00029043245155075542 0.00045484003631122744 -0.00071582901888303226 -3.1095938332509958e-05 -0.00013474194182311089 0.0042786103073354969 0.00026158152024879309 -0.000751283136584829 -0.00024173573893363949 -4.9566447131425057e-06 -0.00037326257819859444 -0.0012777058190802538 -0.00036674394957442972 0.0022546212959000957 -0.0021501751877792711 0.0070988755669490946 0.00040034846079829364
leaf_count=7939 54984 2969 2454 6326 2686 386 20739 1216 71084 7723 4424 8846 8629 19577 10962 4482 18961 57086 198 535 14997 16139 5924 4462 682 5892 1300 95 59 175
internal_value=0 -0.00333318 0.0913737 0.137317 0.188878 0.454874 -0.0116545 0.0562864 -0.0263161 -0.0402448 0.0630142 -0.0584524 0.0030737 -0.032534 0.146794 -0.028405 0.0153847 -0.0851688 -0.124534 0.425881 -0.141568 -0.00567368 0.120409 0.0729952 0.090512 0.0421697 0.308091 0.60132 -0.130424 0.753122
internal_count=361931 306947 20745 18291 15322 3072 286202 48022 238180 216759 29681 187078 57941 49312 23363 24659 20177 129137 72051 733 23843 23862 12250 15424 21421 25469 5819 1395 71318 234
shrinkage=0.00325197


Tree=1094
num_leaves=31
num_cat=0
split_feature=785 728 1445 784 815 1016 727 852 647 590 784 755 519 268 846 1466 189 878 146 138 1358 706 211 990 21 578 1097 340 5 290
split_gain=154.065 118.284 74.2647 74.2157 72.0619 77.8938 63.6332 55.9839 47.4244 135.042 44.0237 50.6978 55.5239 60.9783 43.3596 41.0261 40.2072 39.8454 39.4957 43.2138 39.2809 40.0919 40.653 38.4698 37.7132 37.6468 35.0512 33.9723 33.5559 33.4541
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6380901172106308 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.5226375783121155 2.1420547332082829 1.0000000180025095e-35 -0.53268848306471728 2.2763907064872897 1.0062439196653703 1.0000000180025095e-35 2.2368666814773395 -1.0321883268519072 3.1968723995974382 -0.21531987359024751 -0.62179789097729166 1.09266583130301 1.0000000180025095e-35 -0.87905496296652397 -1.2571877020351898 0.54703477416996305 -1.0821368227570305 2.1089670232183031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 16 25 23 9 -3 11 12 29 -14 -10 26 20 -12 -16 -20 21 22 -2 -5 27 -1 -7 -8 -9 -6
right_child=1 8 -4 7 10 15 24 28 14 -11 17 -13 13 -15 18 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00021391081148029666 6.37267367445601e-05 -0.00011226116644872784 -0.00011474675879737608 -6.660119075689787e-06 7.6348273466216274e-06 -0.00014147668692997641 0.0001009365264013457 -0.00022800111738567404 -5.5500137756410351e-05 0.00045873139440513175 1.2068452316942853e-05 -9.7858847161395326e-05 0.00027954525360208835 -4.2426500277213851e-05 -0.0001499137829219155 0.00023169052159802736 -0.00031967739453395096 -9.1016396511071844e-05 0.0007217182842905646 -7.1337666432728636e-06 0.00028498872685632384 -0.00021334467507556052 -0.00013640004494320834 0.00014976021827017516 0.00020295702516045632 -4.1559146051782877e-05 -1.5752936166549833e-05 -0.00019075114233209464 0.00020564844442032664 0.00017396775166509052
leaf_count=1537 4773 4821 30890 26266 34682 8539 5708 513 29774 1384 16637 8679 4097 2017 62243 1329 5284 20951 277 1436 693 12840 11189 4449 10115 11014 29689 1185 5973 2947
internal_value=0 -0.060444 -0.0355397 -0.0223031 -0.0427682 -0.0982154 0.0979331 0.0611442 -0.133625 0.0580719 -0.00552808 0.0333811 0.0590531 0.233408 -0.148637 -0.0386441 -0.191468 -0.0597232 -0.186264 0.149331 -0.159532 -0.174811 -0.094296 0.0227148 0.183448 -0.0117521 -0.0525686 0.0661625 0.231353 0.0287086
internal_count=361931 332372 232437 201547 164346 74336 29559 37201 99935 6205 90010 52422 43743 6114 93730 39557 34779 37588 63956 1713 29495 28802 15962 30715 17008 12551 38228 6893 6486 37629
shrinkage=0.000757875


Tree=1095
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 544 921 890 150 727 647 590 943 1469 734 990 746 785 1463 207 585 1154 953 1453 281 1447 275 838 520 747
split_gain=146.976 96.921 77.1647 74.3628 84.8842 60.5557 60.197 47.0139 44.1216 44.023 43.9435 121.124 44.207 42.2653 41.3138 39.8495 39.0601 38.9468 38.8797 38.8491 37.8108 36.8162 42.2262 36.4098 36.6337 35.4537 35.1648 35.1317 34.4616 33.7306
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -1.0182342416987082 -0.45926076786608272 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.4693784537238983 -1.3263328046252252 4.1956285434281462 1.09266583130301 1.0000000180025095e-35 2.9970139449733542 0.093599294775546141 -0.056979058706651924 -0.8867634123843694 1.0000000180025095e-35 1.0000000180025095e-35 0.51954049301251548 -0.48485357901650905 1.2420411362750934 0.4022431516292117 -0.91818967631246473 1.5103007336851382 6.1031850957970919
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 21 23 -2 -5 -8 11 -3 13 26 18 -11 20 19 27 -10 -9 22 -1 24 -4 -6 -12 -15 -18 -22
right_child=1 10 6 8 25 -7 9 16 17 15 12 -13 -14 14 -16 -17 28 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.2135521614233742e-05 -0.00026832612677323096 -9.3321441300233088e-05 -9.7872832057301559e-05 -5.3783470372906833e-05 -5.436243457875893e-05 -4.2444648510353934e-05 -9.9255424080811332e-05 -0.00026746632124823846 -3.8435823542771034e-05 0.00011559200483529196 0.00066237830951216485 0.00036764400160404565 -0.00022091800959498799 -2.7428785264257745e-05 0.00062704757753703365 0.00036134947745617856 -6.3549625099325178e-05 0.00016836100412892643 -4.2508631547690101e-05 3.0423724426854024e-05 -0.00011846072540358381 0.00015555247250751222 0.00012121516116218365 8.3202057207880896e-05 1.0400491041765133e-05 5.2979548578918208e-05 -0.00027125299490399831 -0.00013255548193140865 0.00020802132619882101 0.00044099552018257764
leaf_count=5337 9953 4821 9434 42028 39775 8361 1294 5996 28579 4808 229 1384 8741 9231 131 1493 4640 2496 27215 29898 19670 9876 5985 7226 17891 6148 100 48083 944 164
internal_value=0 -0.0665321 -0.0440279 -0.0636342 -0.116165 0.0883812 0.0371288 -0.207857 -0.0273916 0.200425 -0.132837 0.0517437 -0.147301 -0.13239 -0.136512 0.268716 -0.171113 0.00684599 -0.139163 -0.00388572 -0.219599 0.146532 0.0666974 -0.00193783 -0.0385603 -0.0581099 0.5908 -0.17681 -0.0176686 -0.17072
internal_count=361931 332372 232437 190291 87290 29559 42146 41367 103001 7595 99935 6205 93730 84989 84660 6301 31414 60973 84529 58477 25830 21198 11322 34551 27325 45923 329 57314 5584 19834
shrinkage=0.000646839


Tree=1096
num_leaves=31
num_cat=0
split_feature=785 728 1376 727 516 1116 143 760 791 861 388 647 590 871 61 547 513 927 1148 402 758 1469 275 417 596 50 846 1154 21 726
split_gain=161.686 116.327 80.5539 67.7452 66.5658 64.041 51.284 51.2115 47.219 46.418 44.7673 46.0117 109.884 41.5539 47.2312 40.9127 40.6782 38.4385 37.541 38.3669 36.9992 36.1073 38.4898 35.821 35.067 35.1034 36.8177 34.6888 35.0298 34.4168
threshold=-0.86283290253235112 1.0000000180025095e-35 0.18805867694879752 1.0000000180025095e-35 1.0000000180025095e-35 -0.98151139863280401 -0.72319605263816955 0.0340675632089932 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 1.4078093546699517 1.0454229551509682 1.0483613175537825 0.85514867284464147 2.3072461888407707 0.9327048103557759 -1.3263328046252252 0.4022431516292117 -1.4397656118118147 3.0920830256423057 1.4829784501753427 -0.60185991305069442 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 7 -6 -7 9 17 -2 11 12 -3 14 27 -5 -10 18 29 -20 -18 22 -13 -11 25 26 -23 -4 -29 -8
right_child=1 10 13 15 5 6 8 -9 16 23 -12 21 -14 -15 -16 -17 20 -19 19 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.9915748306191164e-06 -8.5781740242089262e-05 -8.3069030114369617e-05 -7.2842270906205717e-05 0.00016627826638570376 -0.00011806291305353243 -4.9264647659270745e-05 0.00011826259011351487 -0.00011701033416334921 7.5028369380288699e-05 -0.00026353657968990624 -0.00019013147447626978 0.00076930491413103048 0.00046720698309026107 -0.00015494328705842585 -0.00012544501813404186 -0.0001534177731232194 0.0003070369862048926 -8.7438241946801893e-05 0.00015308248741970927 -0.00021627692605970575 -4.8089427408777878e-05 -4.457189623128167e-05 -0.00037478897011723484 4.2275757548224384e-05 0.00027115372695015046 1.2578326231958205e-05 -0.0001422042147302431 0.00013844143992596219 -1.6869793596062045e-05 -7.9534814006867815e-06
leaf_count=12551 16357 3918 20259 15968 8704 16362 6437 22066 14705 1295 20295 220 1190 18854 19473 1040 3508 5999 8863 720 840 17308 102 22326 645 6515 49742 5655 12646 27368
internal_value=0 -0.0580019 -0.0333168 0.104262 -0.00735538 0.0264376 0.0426659 -0.064519 0.0666184 -0.020011 -0.130642 -0.108013 0.0955112 -0.0973993 -0.0695924 0.192268 0.153573 0.0332356 0.055241 0.165937 0.318749 -0.124339 0.549032 0.0381714 -0.128522 -0.134182 -0.152668 -0.0251627 0.0393903 0.0221164
internal_count=361931 332372 232437 29559 155550 93506 84802 62044 68440 39978 99935 79640 5108 76887 58033 17008 19053 49387 43388 9583 4348 74532 322 23621 74210 73565 67050 38560 18301 33805
shrinkage=0.000757875


Tree=1097
num_leaves=31
num_cat=0
split_feature=785 181 728 852 712 1043 578 784 1447 647 590 846 1013 272 132 263 1459 1464 561 1470 560 476 216 146 138 487 636 1023 519 717
split_gain=155.523 109.797 84.379 72.5819 65.7507 54.6535 52.5773 47.3478 45.1116 42.8351 101.808 41.3913 40.5111 40.1495 39.7241 39.3919 39.7854 39.298 41.5794 37.6261 37.2115 37.0496 36.4475 36.1558 37.9622 36.1494 32.585 32.49 32.1202 50.6899
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 -0.63779424894106762 -1.0820537629581444 -0.87905496296652397 0.9594655836162902 0.74484333252909696 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 0.54050183860820311 1.6568181847307961 -0.64123316691334564 1.6445160113075163 0.53912233727729608 0.74657910936426475 0.55894040826437752 -1.3664195657027294 1.6590601587821199 -1.0099296266851885 -0.7695639776090929 2.2368666814773395 -1.0321883268519072 1.4287738122833866 1.6897872118737169 6.1500100900864334 2.1420547332082829 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 -1 -5 -6 17 12 10 -4 -11 25 14 -8 16 21 18 27 -9 -21 -3 -14 -13 -25 28 -18 -7 29 -2
right_child=1 15 9 5 6 7 13 19 -10 11 -12 23 22 -15 -16 -17 26 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016124561836500242 -9.6758170225711169e-06 -0.00023946054062211293 -9.152769465361205e-05 -0.00011651707034739692 0.0002745002176934401 -6.9692250846318055e-07 1.5777073054654108e-05 -0.00055352400697092016 3.0890855670652373e-05 -4.1225966124556928e-05 0.00043848426082268826 -0.00014255088491109223 0.00014530845999094171 -0.00015411612649705227 0.00015222529304555785 5.6883534147063546e-05 -1.8843781190349105e-05 7.6194213760356349e-05 -9.533402755204965e-05 0.00010796615799651194 -0.00016670341680397413 -0.00012590640390073405 -5.1723159130728898e-05 0.00076730240483553302 1.1859220599798539e-05 -0.00026110901212665936 -0.00043678767498009564 0.00071523057039739378 5.6698327402388402e-05 -0.00014199061337632002
leaf_count=3225 11236 17366 3910 10690 3439 52287 10531 214 10235 23148 1186 48791 3375 1986 10378 3060 11481 12405 15483 17736 1233 37286 10712 216 1204 4839 627 121 3125 30406
internal_value=0 -0.0707593 -0.0518388 -0.0286736 0.0883229 0.0044426 0.120509 0.0182862 -0.0833753 -0.119583 0.0768658 -0.135498 -0.107427 0.085019 0.111068 -0.159768 -0.174445 -0.00453134 -0.024942 0.108705 0.118403 -0.205039 -0.00274619 -0.175766 0.170568 -0.138003 -0.0535544 0.0019277 -0.120134 -0.13841
internal_count=361931 332372 262552 184097 29559 110169 26334 99479 73928 78455 5096 73359 63693 22895 20909 69820 66760 80296 67891 19183 18969 54652 14087 50211 1420 49606 12108 52408 44767 41642
shrinkage=0.000757875


Tree=1098
num_leaves=31
num_cat=0
split_feature=785 125 50 1470 56 727 1076 126 497 602 651 1011 202 269 406 21 728 529 71 54 1466 941 476 1452 1357 547 50 284 789 1458
split_gain=166.66 113.697 135.903 83.2591 94.5586 71.5487 68.3987 65.6793 59.9408 59.7637 54.9475 48.9168 46.0905 44.6067 44.8489 43.4645 43.096 42.5318 42.3703 42.2787 41.9039 43.4174 41.562 40.9979 40.7898 40.2713 40.1572 38.683 37.9976 37.6581
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 -1.319112866592808 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.7001250133015622 0.66849908449309148 1.1107569744011787 3.1117664249846109 0.56345046278266753 -0.36806838854686125 1.0000000180025095e-35 -2.7818205974049124 -0.49008176997875957 1.0000000180025095e-35 -0.79229558791652044 -0.42445565733332025 0.55448474501259393 3.0707296396180284 -1.316508667510939 0.90005214643023135 1.3962008022525787 1.4078093546699517 1.0000000180025095e-35 -1.0597622724945783 1.1248358748350926 1.8460070869938618
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 10 -1 11 8 27 19 13 20 18 -5 -15 -8 -10 22 -6 -9 21 24 -17 -22 -4 26 -7 -3 29 -29
right_child=1 7 6 4 12 25 15 9 16 -11 -12 -13 -14 14 -16 17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.8520046481236766e-05 7.136879424879065e-05 -0.00022943734900250512 -3.4375256470515041e-05 -0.00036047504792411625 -0.00021062566066946221 9.4246368048061041e-05 0.00075133495376753987 1.3995304736133326e-05 -0.0001747748535588863 -0.00011735032978021586 -3.0736609878149378e-05 0.00029593921836234156 -0.00024488860171793353 -0.00026054515484226221 -0.00010386141971904834 -0.0001956419977841515 0.00016772192684514099 -0.00018105782268598714 -3.808588995746021e-05 0.00016365570203949359 1.2393561235722223e-05 0.00030124212612020105 -2.719945146973203e-05 0.00022911076707017109 -0.00020184578452283973 -0.00017547549555026442 0.00027475298277089793 -4.3640664517952033e-05 -0.00021230041753198724 0.00024104227554234948
leaf_count=12551 5890 5497 67599 18243 7573 8125 168 9781 1375 4334 5401 1413 7626 26004 13586 7706 5690 20683 31039 12975 12851 1057 22780 3319 6354 1040 7843 27576 4442 1410
internal_value=0 -0.0697601 -0.0942778 -0.160988 -0.179138 0.09434 -0.0523564 0.00114772 -0.050038 0.0775121 -0.253609 -0.0187839 -0.106408 -0.282884 -0.240817 -0.120626 0.119549 -0.12504 -0.0775002 0.118734 -0.0254736 -0.0477926 -0.0751835 0.0700953 -0.0545954 0.184541 0.211379 -0.0851722 -0.0598967 -0.0324293
internal_count=361931 332372 259292 115362 109472 29559 143930 73080 45990 27090 63234 92593 46238 57833 39590 51337 7065 51169 38612 22756 91180 75010 30486 16170 73953 17008 15968 38925 33428 28986
shrinkage=0.00085349


Tree=1099
num_leaves=31
num_cat=0
split_feature=1235 407 785 43 470 1467 188 678 1176 810 727 639 284 21 1455 539 955 865 561 809 784 1470 917 1071 225 896 854 878 815 346
split_gain=135.033 115.996 107.202 78.1148 73.0386 71.9887 70.0129 67.2966 63.1035 58.3495 55.969 51.3678 51.0143 48.3616 47.5525 47.3924 44.6904 53.4426 42.6999 42.5826 42.0055 41.1647 40.8404 39.9934 51.5796 39.1641 44.1181 38.4898 38.102 38.0393
threshold=-0.94625487755706195 -1.2965003005540392 -0.86283290253235112 2.2744972866152193 1.0000000180025095e-35 4.0242090356330973 1.0000000180025095e-35 1.0000000180025095e-35 -0.49380082627878302 -0.65819684525605759 1.0000000180025095e-35 0.20575322729665163 2.3447682495800666 -2.2144973715372043 0.35881941651261778 0.6695026854463163 -0.56067130660624642 1.0000000180025095e-35 0.59538619574591289 1.6518864604429058 0.9594655836162902 -1.1535394197080833 4.3127385003387806 0.69084194168817237 -0.3164353875426032 -1.1308725805994078 0.6247898780741229 1.0000000180025095e-35 1.0000000180025095e-35 1.3525440184514383
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 10 4 6 8 19 -6 11 23 25 21 -2 -10 22 18 17 -8 -11 20 -4 28 -15 24 -9 -3 -27 -23 -1 -22
right_child=1 2 3 -5 7 -7 16 9 13 15 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 29 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00017179112193308355 -0.00013052810401000708 -0.00023298912021869084 -0.00015071451292045948 -0.00020883073402519706 -4.1352022993204386e-05 0.0003397547315033845 -6.1096242007907894e-05 9.9674423378921258e-05 0.00052091950324531966 7.3477124913519945e-05 0.00016794396850500153 -0.00026707452605296335 0.00028871234267327934 -0.00010417567250156072 1.9339654180865964e-05 0.00015173173053690571 -4.4523400595311934e-05 0.00014066352072873736 -9.0984558477540182e-05 0.00035526073588414728 2.8717379941106405e-05 -0.00023489003082258455 0.0005996904107509022 -0.00013541828776537847 -5.3513499897543303e-05 0.00010634063217802311 -0.00020553331274618855 -8.937116799510323e-05 0.00019145327543969976 -0.00043561176376754061
leaf_count=1735 34812 1452 35239 7789 37039 989 5600 9499 383 18666 13801 13881 815 41276 14110 14111 32988 8294 5116 514 7645 13741 216 4872 11168 6061 1391 15904 2153 671
internal_value=0 -0.0226566 -0.00622002 -0.0226787 -0.0153206 -0.123445 -0.0646697 0.0202052 -0.130705 0.057902 0.129151 -0.202434 -0.152892 -0.0801137 -0.0864038 0.10796 -0.0130936 0.0826503 0.0514335 -0.142515 -0.152693 -0.152508 -0.128605 -0.014833 0.023345 0.00735428 0.0652942 -0.187525 0.0679839 -0.00728272
internal_count=361931 257543 221916 199211 191422 104388 90951 100471 103399 63432 22705 47414 35627 55985 55602 37893 46882 13894 23782 44069 43555 33533 41492 25539 20667 8904 7452 29645 3888 8316
shrinkage=0.000773033


Tree=1100
num_leaves=31
num_cat=0
split_feature=785 470 395 885 203 727 1436 832 388 1037 1170 1378 21 596 487 522 588 705 497 617 967 729 340 927 475 810 1442 990 225 1043
split_gain=154.204 110.757 120.47 82.01 72.9074 61.3424 54.526 50.4143 47.9488 45.1345 43.5535 43.4195 40.9851 40.1483 40.1249 37.742 40.4673 47.5649 39.3721 37.6149 40.9424 36.4751 35.6527 35.6422 34.6836 34.5965 44.0186 40.9803 41.2331 44.1718
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35018306414905159 1.0605395091208547 1.0000000180025095e-35 0.60428344764309971 -0.55570228183368064 2.3609703674020031 -0.60489981398538839 -1.4022807194988214 0.80891129331221767 1.0000000180025095e-35 0.85969605735913768 0.013234244600584715 -0.71745339412579689 -0.31407487021714353 0.21767435306983637 1.7994569942083281 0.48776982928048135 -0.20575281925485042 0.75637635299260908 0.54703477416996305 1.0483613175537825 1.0000000180025095e-35 -0.65819684525605759 -0.66295959698510776 1.09266583130301 -0.3164353875426032 0.90596621005695799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 11 6 23 9 14 10 -2 -5 15 22 -9 -4 16 -3 -18 -19 20 24 -17 -7 -1 -11 27 -27 28 29 -12
right_child=1 3 7 8 -6 12 -8 13 -10 19 25 -13 -14 -15 -16 21 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.4098906150563652e-05 -0.00030197467080875652 -8.4340287099739729e-05 5.3796527776030505e-05 -0.00014144486098505616 -0.00030816214735967775 0.0001040476377937174 7.9904729056532168e-06 -0.00011265414263219215 -0.00036915339579561015 -8.7186185902261184e-05 0.00011955492259746015 3.6308383295633831e-05 0.00022213699655722688 1.8835731387167306e-05 -8.8701775631596375e-05 -6.0459414907826329e-05 -3.3714541693349914e-05 5.5662239935719151e-05 0.00032856526689958052 -0.00027307663517181253 -0.00018873545061600438 -0.00014832325369781391 -0.00022489317592510219 0.00024353992623226862 0.00013586319811169571 -5.2556832248672629e-05 0.00012246647268745865 0.00020951477716008151 -0.000114589333300057 -0.00019916085904385367
leaf_count=11206 11052 16016 19269 4292 20163 5708 8422 43736 1141 9648 5789 14432 10115 9413 10343 49136 11482 4674 2231 8257 11644 28372 1185 1345 3942 5695 21398 2093 8268 1464
internal_value=0 -0.0640545 -0.113335 -0.0295722 -0.19932 0.0940459 -0.156756 -0.0611185 0.0375432 -0.197244 0.0456567 -0.0614374 0.177775 -0.104036 0.00924598 -0.077367 -0.0185442 0.048359 0.180665 -0.154893 -0.112488 -0.105793 0.0557827 -0.0134698 -0.0251854 0.0623677 0.107977 -0.00498185 -0.0402698 0.06648
internal_count=361931 332372 155889 176483 73128 29559 52965 82761 50140 44543 48999 126343 17008 53149 29612 111911 34403 18387 6905 33491 25234 77508 6893 12551 13590 44707 27093 17614 15521 7253
shrinkage=0.000836755


Tree=1101
num_leaves=31
num_cat=0
split_feature=134 785 1076 1004 1061 388 1246 21 969 1465 1452 941 819 567 498 578 484 917 1383 1148 432 852 744 707 562 1358 1092 705 854 1331
split_gain=57.3321 58.9921 49.9816 84.5286 73.4686 54.8254 49.6332 47.836 45.233 41.4054 43.0558 39.3873 37.0083 35.7511 38.0432 47.6852 44.082 34.7095 34.375 34.165 35.2041 33.4731 32.3098 36.4072 31.5714 32.5021 30.9761 40.9747 30.9096 30.3254
threshold=1.6445699455742113 -0.86283290253235112 -0.58297395077464731 0.59444477453878863 -0.87357009987099121 1.0000000180025095e-35 0.87716382512403612 -0.70163543588998201 2.0231898336833463 -0.41120921193798426 -0.63504016340352343 4.1807005710369394 1.0000000180025095e-35 1.9608858936429996 1.9004659221911799 -0.87905496296652397 -0.33043126812442419 -0.46001620015450567 2.8603727085877315 0.85514867284464147 -0.48637976174748138 -0.22706799479215015 0.44435819641028773 0.063272125329004003 3.7700895438411584 1.0000000180025095e-35 1.6584701688122452 0.99715813669032338 -0.87473648844905705 3.5191859492730413
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 8 28 6 7 19 21 10 -1 13 24 14 16 -16 -9 18 -7 20 -4 -3 23 29 25 -2 27 -15 -5 -23
right_child=12 2 5 4 -6 17 -8 11 -10 -11 -12 -13 -14 26 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00076685560267110138 -0.00060977516985733133 -0.00035891729597696748 0.00044805026492816157 0.0030756021248394497 0.00018316559978018363 -0.00012251807359845384 -0.00037736489802210843 -7.8027212777280086e-06 0.0011173952232722694 0.00054815335449637356 -0.00035033367358287967 0.0023539731912403036 -0.0010246109362612573 0.00032767186402786209 0.0023523827035911125 0.00022563732524496754 -0.00032115161761933587 -0.00060563441309735891 0.0053574537470377805 0.00080048482950559666 -0.00011097902708228675 0.00059737374657834667 -0.00023551376334101572 -0.00011944279882428325 0.0029265150524338851 -7.2466387087199337e-05 -0.00041716275907449348 0.0019652501599933666 0.0012519728222417901 0.0041608895830789238
leaf_count=2678 15651 16502 12826 560 5604 16453 30397 57661 1957 16306 7732 352 8589 2792 629 4909 54056 28081 71 5575 17124 8585 9762 6705 271 23557 1451 1195 3763 137
internal_value=0 -0.0081166 -0.018087 0.0423097 0.219142 -0.0326819 -0.0177318 -0.00297613 -0.00100721 0.0862622 -0.0178269 -0.0229344 -0.103273 -0.0251801 -0.0335949 0.136871 -0.0426997 -0.112987 -0.0260319 0.0697946 0.0383266 -0.0173514 0.0307521 0.0937474 -0.0744175 -0.0802555 0.139735 0.236511 0.420394 0.182799
internal_count=361931 313863 287147 53575 9927 233572 188967 158570 43648 26716 10410 123045 48068 122693 117255 5538 111717 44605 16524 35525 29950 41691 25189 15427 39479 39208 5438 3987 4323 8722
shrinkage=0.00359044


Tree=1102
num_leaves=31
num_cat=0
split_feature=50 56 215 61 1470 392 840 1113 1436 1459 1392 651 753 486 1229 651 784 1296 764 582 1427 1466 1430 984 320 488 708 843 921 784
split_gain=56.4893 94.1364 43.2866 44.3183 43.2133 39.7085 37.3838 37.139 37.1177 39.3044 36.8619 36.4416 35.0662 34.374 35.7424 34.2045 37.1231 39.4369 35.5278 41.7984 33.98 32.6595 32.437 32.4251 32.2027 31.8172 31.4965 31.439 31.3181 39.4714
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.020726760382809562 3.2658335243644596 -1.2008461188180046 1.0000000180025095e-35 -0.88747330380244938 0.52480168423610773 1.0000000180025095e-35 0.73871680408646412 3.1172922039692916 1.1107569744011787 -0.29671789949796229 -0.42303152053637455 2.6861236952522742 1.1107569744011787 -0.90362276233551631 1.0000000180025095e-35 -1.1448866875104242 2.1384355827858248 3.2028012164226962 0.51364500316626394 1.0000000180025095e-35 0.78807280703509652 0.88160724310766836 3.2837062419585581 0.50568272017714522 1.7925915936911707 1.0525743831388839 0.9594655836162902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 12 -2 -3 10 22 23 15 13 20 -6 -15 18 -17 -18 -4 28 -1 25 -8 24 -10 -7 -14 -13 -20 -30
right_child=2 6 7 -5 11 21 8 -9 9 -11 -12 27 26 14 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0004343143248567925 -0.00029341579380157617 -0.00046121741853369402 -0.00035892763177051154 -0.0020088665022577426 -0.0010148995526746275 -7.4444252950105395e-05 -0.00048358839606504119 -0.00014159097727970262 4.8495725912799207e-05 0.00068855527734308771 0.0029169600950332808 -0.00010880381275973929 0.0013053034802639693 -0.00052752484501917033 0.0019802664078954952 0.00071402534827432515 -0.00076644434417564081 0.00045270749949010423 0.00030484291896385265 -0.00041667144608823972 0.0030260757722354553 0.00046299727204057126 6.7925550281343453e-05 -0.00053798046883965554 0.00072773831216649298 0.001983855372774387 -0.0011027138576807725 0.0023401296234757435 0.00048270024542818827 0.0016579524428449474
leaf_count=5294 39124 14980 5911 964 23907 41544 16150 25878 26785 7218 284 5303 2337 35747 396 2222 6321 2236 49203 4372 188 10209 14755 5494 5075 576 597 323 6162 2376
internal_value=0 -0.0509668 0.00691158 -0.0289802 -0.127124 -0.0242664 -0.0077722 0.0362868 0.00992324 0.0475479 0.0584586 -0.154499 0.0252949 -0.178254 -0.130656 0.0555232 -0.0556449 -0.118683 0.0732955 0.087348 -0.0799893 0.0156885 -0.0523665 0.0184449 0.0429595 -0.0129176 0.236508 0.0202231 0.102596 0.219158
internal_count=361931 164549 197382 92417 74092 91453 90457 104965 75477 44572 79087 65676 8416 60050 36143 78803 10779 8557 68024 62113 5482 52329 30905 37354 31860 42120 2934 5626 57741 8538
shrinkage=0.00373549


Tree=1103
num_leaves=31
num_cat=0
split_feature=253 973 1430 1354 1439 21 747 683 488 672 1453 1453 705 885 1449 2 415 947 697 365 1469 21 1452 1451 1304 1463 1458 1245 639 768
split_gain=55.0137 47.6551 46.3552 39.5965 36.8293 39.1335 53.726 49.834 45.9159 43.5786 40.9438 57.7512 40.1182 39.2557 40.9315 36.562 37.7342 35.9025 34.7916 34.2365 34.0081 43.6906 38.7667 44.9103 33.9384 33.5515 32.6082 32.5595 34.4787 32.0257
threshold=1.0000000180025095e-35 -0.18632128089513963 1.4660437873930479 2.2838735449754539 0.70356782200899082 -0.13431221002227373 2.2668746584208797 -1.3831318875547542 -0.58964674472041578 -0.65546635319905777 3.5235182473523379 4.9333407588813172 0.9500464794385356 4.8263866747680533 0.41413877860891823 3.2235193044207455 0.46450893195313442 1.641280574724302 1.1849159845794115 -0.55446251559178628 -1.0588145806293296 -3.9164670491403295 0.85148356494928035 0.83690148397000685 -1.2519738572323926 3.5642877411819058 0.33493849984939089 0.25751065146689073 0.20575322729665163 0.82710314883459046
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 15 18 4 5 8 7 -7 -1 10 17 25 -11 27 -15 16 -2 19 -3 -9 22 -22 23 -10 -6 -12 -24 28 -8 -16
right_child=1 2 -4 -5 24 6 13 9 20 12 11 -13 -14 14 29 -17 -18 -19 -20 -21 21 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.4511509956085365e-05 4.299518820116806e-05 -0.00033935677320538781 0.00034061441099325163 -0.00056329056436287689 -0.00055530644301801874 -0.00049239191886025265 -0.00072031088186223714 0.00033665870678045354 0.00015626705195689831 8.4897185815364421e-05 -0.0034041825376027062 0.00056327244548489818 0.00053330721898093712 0.0023426102536410194 -0.0030338731234407414 0.0029248932950958445 -0.00043112957779348025 -0.00079183057148179503 -0.00093534328007678549 -0.00018627988483524432 0.0035399890393118566 0.00020522922658523427 0.0021803997748266316 0.0016238564641929288 -5.5722426353615464e-05 0.0028838852237803481 0.00060641392557683662 -0.0015612021665262557 0.0013937463583525689 0.0055636338740038651
leaf_count=22924 49163 52440 4940 8198 12156 10630 2819 9312 5657 40003 543 362 13067 332 141 235 14018 3031 9330 17753 191 45719 1186 1121 33021 36 1161 1980 441 21
internal_value=0 -0.0566468 -0.104006 0.00342225 0.00827845 0.0218321 -0.00575042 0.00674375 0.0598981 0.0225353 -0.0397289 -0.46564 0.0604564 -0.20472 0.327208 -0.012027 -0.0155498 -0.0259682 -0.124505 -0.00103187 0.0930699 0.0666057 0.205927 0.124908 -0.0510734 -0.881298 0.427153 -0.262515 -0.126704 -0.535727
internal_count=361931 130126 66710 231805 223607 178430 100471 94737 77959 84107 31037 941 53070 5734 494 63416 63181 30096 61770 27065 55035 45910 9125 6778 45177 579 2347 5240 3260 162
shrinkage=0.00331701


Tree=1104
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 602 784 727 921 878 703 519 712 388 647 590 1466 376 1452 1429 727 21 706 846 340 730 934 783 516 1260
split_gain=146.846 139.272 84.4685 77.5049 87.3977 94.1825 73.0733 67.6166 55.7663 54.1942 49.4668 55.5313 53.0624 48.6615 45.8885 109.067 44.5095 43.031 42.5802 41.5708 41.2488 40.7906 37.2905 37.2293 36.6888 36.4824 49.5209 45.4428 36.4562 36.4044
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -1.4568199934402009 2.1420547332082829 -0.63779424894106762 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.57156622312866312 1.2189113891555967 0.91361512331551464 1.0000000180025095e-35 -1.5722412400100421 1.0000000180025095e-35 0.99377002365102085 -0.60185991305069442 0.54703477416996305 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 1.0000000180025095e-35 -0.066226329968234146
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 19 10 22 25 -8 -6 29 -13 14 15 -3 -7 -14 -18 -2 -10 24 -1 -16 -9 27 -27 -5 -29 -12
right_child=1 13 -4 8 6 16 9 21 20 -11 11 12 17 -15 23 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-9.7968841213778683e-05 -0.00012073523735864225 -9.8707002187534796e-05 -0.00013331084295122492 9.6994778899748248e-05 -0.00016174849709688636 -6.2123252188502179e-05 1.2917832719837455e-05 0.00010376095543220519 -0.00010930148170821539 -0.00011594286276149782 6.4185822803992457e-05 -0.00013525891823209509 0.00018835171171564265 -0.00021931835444449643 -3.9920579004583025e-05 0.00049290692880645556 1.5256142807622021e-05 0.0005646040703775442 0.000331887837901976 -0.00027472188253229953 0.00023678414643459457 0.00021845288452596151 8.7417725372772895e-05 -0.00013843288309772631 -0.00022369370234088487 0.00022961190492945963 -4.4552336934607008e-05 -0.00017931688780311447 -6.9071247815853602e-06 -4.1185382621087184e-05
leaf_count=7451 20984 3918 31093 7155 3813 32649 16662 5708 1187 21606 26999 1165 4421 20295 19561 1190 5233 949 1461 12699 5949 10115 5100 54971 1185 4551 3316 6087 9747 14711
internal_value=0 -0.0638887 -0.0368697 -0.0230324 -0.0440804 -0.1059 -0.00369806 0.0905504 0.0611002 -0.0725365 0.0464297 0.0630019 0.232008 -0.142957 -0.119396 0.0831781 -0.0415905 0.312429 0.109918 -0.211772 0.221646 0.178644 -0.0223455 -0.135623 0.0567783 0.021441 0.14275 -0.0213783 -0.0840791 0.0343626
internal_count=361931 332372 232437 201344 163352 73026 90326 29559 37992 38268 52058 48245 6535 99935 79640 5108 39343 5370 6694 33683 7136 17008 12551 74532 6893 30856 7867 22989 15834 41710
shrinkage=0.000820348


Tree=1105
num_leaves=31
num_cat=0
split_feature=728 691 556 765 1454 813 1178 887 325 1312 1424 609 960 1116 21 12 708 942 1227 1323 1331 1458 540 706 969 969 1321 1469 779 491
split_gain=54.773 52.9814 47.8246 43.9763 45.5628 41.2072 40.2458 40.5741 39.9479 37.7148 36.786 43.3437 41.7329 36.5888 42.1948 34.3644 33.3026 32.8634 32.4315 38.8403 33.5789 31.2631 34.5636 40.2806 36.6899 33.4164 31.2064 30.7276 30.5711 32.509
threshold=1.0000000180025095e-35 1.39509905012052 0.93534897807630613 1.9055793309111257 -1.0640499357927207 1.0000000180025095e-35 -0.60942167823453397 1.8786947169984345 3.8083144551149997 0.35015719381843119 1.0000000180025095e-35 2.2685729398725978 -0.64257916016084482 -0.39875183864143848 -1.6471741456694959 -0.30498865388207802 0.73921663161214024 1.3389284674382023 1.0000000180025095e-35 -0.99664486365779348 -0.87877488096165246 2.0863113560201221 -0.93049901949950853 2.5612687118602371 -0.52026678285175998 0.3826401618453299 -1.2154176715932234 -1.0706168552173836 2.5000602745288156 -0.527714658185927
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -4 -8 9 10 18 12 -12 -3 -15 -14 21 -13 19 -6 -20 22 23 28 -25 -23 -22 -18 -7 -30
right_child=5 13 6 -5 8 16 7 -9 -10 -11 11 17 15 14 -16 -17 27 -19 20 -21 26 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0029591402397515336 -0.00040302746722772496 -0.00062365792217950855 -0.00066206807526525858 -0.00043989661113156859 -0.00088151837421173937 -0.00053503605878008488 -1.3750908160051538e-05 -0.0017202990609567227 -0.0022519855412271514 -8.6148566533404827e-05 9.9196788166957173e-05 -0.00034541412286034706 0.00024485292347756687 0.0019629279811072898 -0.00014718546178665723 0.00064510784858917854 0.0011989816200468216 -0.0031221236528529805 0.00070310237722628541 -5.2000063432017143e-05 -0.0014891703759085761 0.0014697066921472515 5.4059119762670293e-05 0.0028447356675397936 -0.0021155309621156138 -0.00064897768784161257 0.00011421103851864352 -0.00080317729598728641 -0.0015843175645852993 0.0027679283540573739
leaf_count=286 47070 12777 9885 8347 3796 14241 23386 1049 442 41688 29214 2606 20843 536 14839 19760 501 219 4919 21088 664 1282 38174 295 120 511 36497 6334 219 343
internal_value=0 0.000716828 0.0115606 0.0242519 0.0311353 -0.0633167 -0.0698394 -0.0216503 0.0323963 0.0338337 0.050172 0.083253 0.0939906 -0.0939804 -0.0234051 0.137126 -0.0256029 -0.170895 0.0132413 -0.0500331 0.0492673 -0.00791801 -0.0191183 -0.119108 0.534357 0.269495 0.02708 -0.195073 -0.143312 0.443491
internal_count=361931 252841 224689 190369 182022 109090 34320 24435 181736 181294 139606 72642 69817 28152 15375 40603 62020 2825 66964 24884 42080 55185 53392 15218 415 1793 37161 6835 14803 562
shrinkage=0.00325197


Tree=1106
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 800 462 697 1442 1044 278 1464 419 503 1442 554 884 1168 0 702 837 809 1456 83 944 1427 284 1450 1392 414 1456 705
split_gain=55.1567 110.88 72.6907 45.4823 41.6274 37.529 37.0348 36.8537 40.6016 36.4903 38.9974 37.4575 36.2042 35.5046 34.8395 34.3561 40.0429 38.404 34.3995 34.1434 33.695 33.3022 33.0681 31.8836 31.4404 31.3892 32.005 31.3737 30.9372 34.8007
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 -0.57812715656594349 1.9321621796069277 2.1132072827607415 -1.2625182715263061 0.24294306107689417 -0.30726681746726808 0.74657910936426475 -0.3231872410100633 -1.5482058374414667 -0.66295959698510776 -1.3342174623511911 0.66905551989196432 -0.28919238636343836 2.4454691244036604 1.4194251085743608 1.073179091709854 1.0000000180025095e-35 0.11689593787942389 0.4147618879150442 1.4781763871474156 1.3914382567499328 -0.28404645733833023 7.6965356047778188 -0.59393822506405869 -0.18942190071446643 3.5267996248326976 0.67165941385979033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 7 5 9 22 -2 -9 10 11 -5 -4 -14 19 17 -17 18 28 23 21 -12 -3 -15 -1 26 -11 -22 29 -8
right_child=3 6 12 4 -6 -7 15 8 -10 25 20 -13 13 14 -16 16 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00033894753524242892 0.00042367127810466471 -0.00045341590620260849 -0.00097731651818637336 0.0021863877287983053 -0.00060691769010292977 -0.00075370867775066653 0.00014720150456287639 -0.00067485864450388719 0.00027830275443939954 -0.00012526789017367553 3.7070665707442373e-05 -0.00021926307872114744 -0.0018803717743613884 -0.00073837901333043165 0.00054358876020019035 -0.0002030309589285925 0.0017127177868844603 -0.00040692552806654534 -0.00034065719150618587 -0.00010192641933799427 -0.00078351898585469245 0.00044213561125941957 0.0013106616250687091 2.6796249348100912e-05 0.0011219501941135638 0.006927953582048698 0.00050646407100449653 5.736977749058474e-06 0.001870600816248888 0.00066682214708092846
leaf_count=1311 26458 17486 19699 425 8349 5051 20930 4789 6565 7614 38469 54425 1987 30021 1987 26971 725 5164 5283 12395 5061 17378 846 5324 1993 30 13664 9547 725 11259
internal_value=0 -0.0484037 -0.126708 0.00871013 -0.00817029 -0.000172922 0.00044917 0.0751008 -0.029321 0.0056317 -0.00937888 -0.0557364 -0.149381 -0.120826 -0.110304 0.0206646 -0.0424429 0.0571719 0.0810132 -0.126614 0.0238619 0.0475338 -0.102188 -0.171853 0.16118 0.0866795 0.0830455 -0.072715 0.104609 0.0944424
internal_count=361931 164106 74717 197825 160013 151664 89389 37812 11354 146613 125305 54850 71413 51714 49727 71057 27696 43361 38197 47740 70455 55847 18332 35345 3304 21308 21278 14608 32914 32189
shrinkage=0.00359044


Tree=1107
num_leaves=31
num_cat=0
split_feature=785 470 395 678 203 1323 727 56 705 728 125 735 21 1470 713 520 984 547 1237 970 18 526 872 685 1037 858 50 194 760 485
split_gain=158.269 132.64 135.173 85.8427 75.2417 71.8255 70.7849 58.6651 51.9003 50.157 47.7019 47.3163 46.3242 45.7461 45.1662 42.4023 41.6784 41.2652 39.7444 39.7155 39.1038 38.2758 38.0324 37.5838 39.8444 37.5748 36.304 39.8416 36.1944 36.0805
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 -0.76788633206863777 1.0000000180025095e-35 1.0000000180025095e-35 0.85154028700297968 1.0000000180025095e-35 1.5320262332576917 3.1554326354961759 -0.70163543588998201 -1.2126727935954851 1.0000000180025095e-35 1.0000000180025095e-35 0.035547967721596539 1.4078093546699517 2.2873089397629531 -0.27322423763705861 -0.87420558658695302 2.3757057381457001 0.85297537480346686 0.58104764358843186 -0.45031003083907517 1.0825608069246189 1.0000000180025095e-35 1.0000000180025095e-35 0.38678831429687349 -0.078655289782800383
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 12 7 10 -1 13 16 11 -5 15 20 -2 -15 28 21 26 -10 -14 -3 25 -17 24 -16 -7 27 -8 -4 -9
right_child=1 3 9 5 -6 8 17 29 18 -11 -12 -13 19 14 23 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.4752623144083181e-05 4.5108286108979501e-06 0.00015118343558447419 -6.1222101449769407e-05 -0.00013872496954696665 -0.00031872925695361129 5.3904347642111933e-05 -4.3287293802279293e-05 -0.00014807036144490003 9.716584441282037e-05 -0.00013361961353436369 0.00013846480357854901 0.00036439993633390142 -5.895859627466855e-05 -4.2095472410952001e-05 -0.00036285053502896504 -3.3537468909015343e-05 -8.0056358705553901e-05 -0.00018001135676736646 -0.00037628483632831222 -0.0001571632928386202 -4.2478773909456385e-05 -0.00038937205242493183 0.00010506610008910367 -0.00049779428953765782 -0.00017574169743730724 -9.859347955122502e-05 0.0002523440165430936 0.00019631042626218695 -0.0002352647783322819 5.8005768617150406e-05
leaf_count=12551 3908 3993 15440 15880 20163 30231 3458 6011 22581 26248 2017 770 27978 4887 8612 27410 16158 1040 629 27337 23534 861 7052 3938 19093 5284 7843 4667 5841 6516
internal_value=0 -0.0747621 -0.128384 -0.0370408 -0.218674 0.00386813 0.0851359 -0.1756 0.0293258 -0.0731012 -0.124426 -0.0398408 -0.0915503 -0.228642 -0.261827 -0.0478165 -0.00730577 0.174942 0.106536 -0.128419 -0.0154211 0.0297874 -0.00368122 -0.303434 -0.274661 0.0383893 0.202171 0.10638 -0.127496 -0.0407808
internal_count=361931 332372 155889 176483 73128 93641 29559 52965 75744 82761 17897 56513 82842 40438 36530 55743 52534 17008 23210 55315 27527 36376 34462 31643 27705 35515 15968 8125 21281 12527
shrinkage=0.000820348


Tree=1108
num_leaves=31
num_cat=0
split_feature=785 728 1080 576 727 290 1100 691 661 590 537 846 784 689 51 784 624 706 21 872 1250 1246 50 614 336 690 195 50 660 340
split_gain=135.471 101.975 77.0867 72.0074 69.2914 53.2889 50.4632 50.251 48.3745 93.9124 57.6106 50.2703 47.5724 45.4387 41.559 38.4474 40.3661 37.7011 37.2094 37.1904 37.1891 37.0513 36.4725 35.4889 34.783 34.0227 41.3048 33.9119 38.1361 32.8994
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 -0.64782611375555454 1.0000000180025095e-35 2.1089670232183031 1.6293515030253838 1.4255342478983304 -0.59275567010655072 0.58895901036483078 0.44238072866629086 -0.54037419750760363 0.9594655836162902 -1.1110989058077336 1.0000000180025095e-35 -0.43785067584756471 -1.4097550793351623 0.99377002365102085 1.0000000180025095e-35 1.0000000180025095e-35 1.3459255012896725 -0.33782954479202038 1.4829784501753427 1.096557219065641 1.0000000180025095e-35 -1.0374721545411714 1.3909106807663625 0.55630078546380823 -0.72421686037558375 0.54703477416996305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 17 13 7 12 9 -3 -11 20 15 -2 21 16 -5 -1 29 -4 -10 -15 -13 -14 -23 -21 -27 28 -18 -6
right_child=1 8 19 6 18 -7 -8 -9 11 10 -12 22 23 14 -16 -17 27 -19 -20 25 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-9.2925987945726308e-05 1.9759795945785235e-05 -7.6009016633144606e-05 -4.393031634720805e-06 -0.00018425395787244569 9.3814289127499157e-05 0.00012744488245402811 -0.00010502314127446205 -9.9583731711597846e-05 -7.6928887217019598e-05 3.4182246064639997e-05 0.00051267121809003499 -0.00016087766038410246 8.2745820360896613e-05 -1.6136197154283207e-05 -0.00017537349392894559 -4.0197700646648198e-05 8.761636442308067e-05 7.634818948922361e-05 0.00019378791827158738 -0.00016667639159068979 0.00011769299379322955 -9.9921967039704737e-05 -4.3560693080116303e-06 -0.00014546846135833996 -0.000320764628655747 0.00029569563633875204 -0.00022354629767417324 0.00010814866043859374 -2.9943968623487165e-05 -0.00018792536539253781
leaf_count=7451 8611 12157 3416 2741 5708 2809 20018 14138 23372 1464 1125 53947 20663 14509 22492 56486 9589 5100 10115 511 3268 14458 4602 1835 3114 3630 379 9599 23439 1185
internal_value=0 -0.0614551 -0.0383391 -0.0465333 0.0873112 -0.112562 -0.0230434 -0.010587 -0.129517 -0.00681065 0.359162 -0.153508 0.00255263 -0.12796 -0.153401 -0.0173806 0.0287571 -0.027239 0.176799 0.156099 -0.06689 -0.102713 -0.195732 0.0877843 -0.177095 0.273425 0.333661 0.0432605 0.00856986 0.0600926
internal_count=361931 332372 232437 224501 29559 65993 158508 138490 99935 14746 2589 85189 124352 63184 54573 101854 45368 12551 17008 7936 26640 32081 58549 22498 17572 4520 4009 42627 33028 6893
shrinkage=0.000743015


Tree=1109
num_leaves=31
num_cat=0
split_feature=785 728 1235 288 784 727 332 602 1470 1255 852 595 784 705 322 547 727 21 970 1398 513 635 1455 706 852 498 900 906 602 902
split_gain=174.105 118.539 84.3429 79.43 71.842 68.5487 62.7948 73.2865 57.077 57.9978 49.8596 48.8738 43.6321 46.877 42.4121 42.3844 41.3532 40.2697 40.4616 40.2913 39.3409 40.4222 38.4366 37.1302 39.7857 36.0747 36.0648 34.6929 33.698 33.9957
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.94625487755706195 -0.88954490044674173 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1535394197080833 -0.052018757798867499 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 0.9500464794385356 1.4725277493311824 1.4078093546699517 1.0000000180025095e-35 -3.9164670491403295 -0.25012360103839287 -0.40977230773944029 1.0454229551509682 0.34538052122278945 0.80851755981579754 0.62672487627420737 -0.22706799479215015 2.0146284592566839 1.8636825236010697 0.063352427283798321 0.66849908449309148 -0.039215598589157678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 8 -4 6 23 7 16 -2 -10 26 14 13 -8 17 -7 -5 -3 -19 -20 21 25 -11 -1 -25 -15 -6 -18 29 -14
right_child=1 11 3 4 10 15 12 -9 9 22 -12 -13 28 20 -16 -17 27 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011468240846036413 6.1950122367737974e-05 0.00068401202780961432 -0.00011660866275469965 -8.8937825585159379e-06 2.6873699333247489e-05 0.00017716964563030155 1.4548376913217966e-05 -8.2320983699603014e-06 -0.00017400151656716731 -8.3882226313861851e-05 0.00023285095627858645 -0.00021154313789803353 -7.1000809586016205e-05 -5.305640150572268e-05 -0.00025295050017501783 -0.00016756682410252173 -0.00012928580807975196 -3.9442933019449494e-05 -5.1269294398997334e-05 -0.00018468389980105961 0.00031894571001716925 0.00023863530700540418 9.6554846557822375e-05 -8.964451757149941e-05 0.00016143557029179941 0.00034647691894961868 0.00029444872400009886 -0.00030253113166332302 -0.00013609931937333909 5.8244376690202238e-05
leaf_count=5567 6799 174 21961 6005 20123 15968 26275 26471 30839 24635 4525 20323 10381 4474 7036 1040 13169 36363 14410 21629 2449 2723 4182 2683 4301 616 1384 7925 6409 11092
internal_value=0 -0.0636999 -0.0388013 -0.0150837 0.00158951 0.104352 -0.0212298 -0.0814225 -0.112054 -0.137476 0.0984571 -0.136869 0.01843 0.0643147 -0.113419 0.19273 -0.17996 -0.0982784 -0.101555 -0.161237 0.177202 0.108485 -0.0672206 -0.00954168 0.084245 0.000423794 0.056344 -0.235833 -0.0415386 -0.00314225
internal_count=361931 332372 232437 165982 144021 29559 117989 53570 66455 59656 26032 99935 64419 36537 79612 17008 27099 72576 72402 36039 10262 7813 28817 12551 6984 5090 21507 21094 27882 21473
shrinkage=0.000804263


Tree=1110
num_leaves=31
num_cat=0
split_feature=871 785 728 203 784 727 1469 1022 1016 1097 1463 990 706 1158 828 1216 564 805 852 125 557 646 1463 21 410 927 1151 816 843 633
split_gain=135.83 118.409 106.903 71.486 62.0257 58.2801 54.1418 61.5564 64.785 47.2536 47.5183 47.0552 44.6924 41.8095 41.8336 40.9413 45.2203 40.3222 36.6274 36.4721 37.0077 35.9177 35.4975 34.844 34.9706 34.8332 34.7765 35.5618 34.7267 34.3863
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.3520813746060025 0.9594655836162902 1.0000000180025095e-35 -1.0234077568651669 1.0000000180025095e-35 1.0000000180025095e-35 -0.64966988391888181 1.3753271246929319 1.09266583130301 2.0258146145105322 1.0000000180025095e-35 0.32283743206172144 2.3855481443271001 -0.76716083499052323 1.4663648571955066 0.64081800999824112 1.0000000180025095e-35 3.2851109509259637 -0.42980666616629565 0.093599294775546141 1.0000000180025095e-35 1.3527170775418222 1.0483613175537825 2.4190504380954585 5.4525537492333047 2.2892590682533238 -0.79875339485332209
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 25 28 8 26 10 -2 18 15 -14 -15 16 -11 22 21 20 -5 -6 -4 24 -7 -1 27 -8 -3 -9
right_child=9 2 17 19 11 23 7 29 -10 12 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.0222390016885591e-05 -0.00021061154271311404 3.9643860084995276e-05 -0.0001122015824794054 -0.0001789844504539777 9.1234986044231727e-05 0.00010316263079876038 -0.00019276116207278256 -9.0749410558346659e-05 -3.3028363148476977e-05 -0.00019432816362027544 8.4589403570186573e-05 0.00019916062960681027 -0.00034063085677776042 0.00044855640913327697 -0.00068734387636837564 -0.0002203638416532699 -3.8620229890621425e-05 -0.00024610328554294743 0.00014740905973711782 -4.5611158951666351e-05 0.00050839457285847107 -5.0052643591107675e-05 -2.8350054952772826e-05 0.00021203159285605486 -0.00024559018116306438 0.00023772936015106929 0.00012609632207381398 0.00043675003748701519 0.00041314103778440907 1.3436189985858563e-05
leaf_count=9346 25160 20223 48686 15633 6944 4679 20707 10335 24640 8380 2175 4716 453 984 139 7416 27124 7032 5024 17665 234 12314 23480 8759 833 1157 1190 193 566 45744
internal_value=0 -0.0346843 -0.0490223 -0.0231265 -0.00557252 0.102757 -0.026769 -0.0477569 -0.110943 -0.150988 -0.242842 0.0791777 -0.108319 0.269982 0.463132 -0.12267 -0.0919616 -0.124894 0.0420784 -0.123517 -0.218901 0.00026348 -0.11032 0.193417 0.0654237 -0.0104949 -0.215965 -0.241382 0.06663 -0.00455887
internal_count=361931 290100 265326 186128 152596 24774 123598 102809 46730 71831 27335 28998 44496 1576 1123 42920 35504 79198 24282 33532 15867 19258 72166 14271 5512 10503 22090 20900 20789 56079
shrinkage=0.000757875


Tree=1111
num_leaves=31
num_cat=0
split_feature=470 602 476 1367 666 1221 816 1030 1185 810 809 225 708 1442 841 954 263 1469 333 623 21 785 393 744 45 389 1161 362 952 1289
split_gain=57.3611 85.068 54.6246 59.4629 48.4528 45.7174 47.2037 45.4753 41.1049 40.3038 49.9264 51.5936 46.0821 43.2517 38.4932 38.2147 36.4307 36.0381 40.8493 34.9921 33.9597 34.1236 34.8156 32.7983 49.0646 32.726 32.3501 31.795 31.3746 30.8845
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.316508667510939 0.61047007421192445 0.45873907618427312 1.9111042213368361 1.0000000180025095e-35 0.99422031274767553 -1.104114706617066 -0.65819684525605759 0.66649192610754393 -0.27836173367172118 -0.066475362838592636 -1.2625182715263061 1.1672291848996961 2.9053803668447165 1.6445160113075163 -0.38215083758088803 1.0308016862606064 0.6575784521372392 -2.9709283393608152 -0.86283290253235112 1.0000000180025095e-35 1.3025484894158337 -0.4851739300165801 2.0012238438612475 3.6358598747917816 -1.8191468525845578 1.0000000180025095e-35 2.2864860975783183
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 14 23 -8 10 11 15 13 -11 -2 -10 -15 -6 -19 -14 -3 -22 -23 29 -25 -5 -18 -9 -7 -4
right_child=5 20 3 25 17 28 8 27 9 12 -12 -13 19 16 -16 -17 26 18 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012010722554673054 -2.7686551704954408e-05 0.0029708294121963928 -0.00082289563569874259 9.0732135190395782e-05 0.00042810694925411838 -0.00011426098624982942 -0.00055134460528060217 0.0052859585090618546 0.0005598882768327654 -0.00013187401729799906 -0.00061974455617676348 -0.00020119335236253543 -0.00021832545307900089 0.00045748330192867446 -0.00056252400052810491 -0.0011820996377709481 0.0012259735378683254 -0.00014903487236184935 -0.0017705987881384904 0.00063303193020031537 0.0004768773270938564 1.1083849718548853e-05 -0.0003812437023130529 -0.00069129757465623807 0.0006689970254951925 0.0017645608009406641 -0.0056433282224414016 -0.0019059960622532035 -0.001046080457506879 0.00054523204363034314
leaf_count=14428 72890 205 27972 8664 6035 5708 5527 76 12346 7520 6112 13344 13371 30680 10509 702 4374 6755 1407 3678 6812 60745 22146 5127 3319 724 39 4611 4552 1553
internal_value=0 -0.0509456 -0.118811 -0.095682 -0.131324 0.00724443 0.0148272 -0.181002 0.0447021 0.0541294 -0.0032083 0.0354395 0.087126 0.123125 -0.0260524 0.125883 0.15087 -0.0145618 -0.124516 -0.00754429 -0.00780563 -0.0101398 -0.0238651 -0.155413 -0.0264961 0.0684014 0.319156 -0.484271 -0.141162 -0.202492
internal_count=361931 170579 80671 66243 56855 191352 181092 42658 97693 92166 32504 26392 59662 42613 83399 13048 35093 14197 8162 17049 89908 89703 82891 37971 8446 9388 4413 4687 10260 29525
shrinkage=0.00366224


Tree=1112
num_leaves=31
num_cat=0
split_feature=819 1464 1457 1457 56 188 1470 1463 1461 1454 1450 1450 1455 21 537 1450 1450 1457 1454 1454 1452 1457 1451 1451 1449 1463 1467 1467 1425 1444
split_gain=56.9678 51.6731 54.2482 49.6006 50.058 73.3513 53.4229 46.6044 57.7708 64.9672 51.8994 57.5106 49.592 47.3582 47.2317 43.1025 72.4367 42.1337 44.2601 41.8994 48.9959 73.4599 56.4349 40.0761 48.63 42.8768 45.9175 50.5553 43.7661 39.0983
threshold=1.0000000180025095e-35 1.5993600128483978 0.68635126017805159 0.57275488436352984 1.0000000180025095e-35 1.0000000180025095e-35 -1.3782462404802098 0.017504712771633606 2.8731308545368139 -0.12591398429191614 -0.62651972889049767 -0.30577066801761243 0.14145834482007744 -0.32341995197817647 0.44238072866629086 -0.024175440261879372 0.074398950847232179 0.95845855468509078 -0.47921441570843964 2.1720878008874998 0.075388382208316021 -0.54187279531438171 2.0946814787157892 0.83690148397000685 3.3621040362166359 1.8172976979801614 -0.35338637096808717 -0.20297357575682926 1.1710607803345987 0.61050815248025436
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 14 9 10 17 12 13 -12 -4 -13 -17 -9 -19 20 -3 22 -22 25 -25 26 28 -28 -11 -7
right_child=-2 19 7 -5 6 29 -8 8 -10 23 11 15 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00046836873294088023 -0.00032776618978032888 -0.00023111063988300054 -0.00017994483376935407 -0.00078218977736825796 -0.0029785901916132224 2.0028475995900222e-05 1.805880706552554e-05 0.00086212070880236052 0.0024641458156191552 0.0010449462950775977 -0.00013251920159618462 -0.0001690283788215854 0.0050807241052466057 0.003447168648251214 0.00052623240622856984 0.0038432949261878848 0.00085611754206342679 0.00036985420788670435 -0.0027479865084031993 0.0010396286251499508 0.0015784284352986474 -4.2535903020130526e-05 -0.00077829584033390633 -0.00093258620707472825 0.0020934677633778144 -0.00052498359363761825 -0.0025449212102284465 0.00040170538087247216 0.003988043062952305 -0.00053772522496225333
leaf_count=50305 46027 8310 21944 5784 277 51002 132986 1174 572 1653 391 1399 250 348 5793 426 2251 529 559 2936 3119 4901 544 2753 242 2298 332 3735 249 8842
internal_value=0 -0.00651775 -0.014332 -0.0280326 -0.0232129 -0.0627869 0.00349806 0.0537256 0.134791 0.112202 0.275543 0.392127 0.843487 0.535299 -0.0052417 0.274271 0.428383 -0.0196386 -0.366174 0.0993286 0.0550606 0.163671 0.379934 0.0118072 -0.199181 0.0892203 0.184515 0.0551176 0.457359 -0.0154724
internal_count=361931 315904 296094 249196 243412 110149 133263 46898 19161 18589 7327 5065 989 739 27737 4076 2677 2262 1088 19810 16874 8564 3663 11262 2995 8267 5969 4067 1902 59844
shrinkage=0.00325197


Tree=1113
num_leaves=31
num_cat=0
split_feature=733 423 50 1450 1460 1468 1460 1463 1458 1458 1464 1450 1449 1453 1454 1454 1454 1455 1464 1467 1458 1452 1464 1461 1455 1467 1458 1462 1454 1465
split_gain=55.8455 53.1513 44.9152 43.5722 39.2215 64.5127 45.2454 44.9665 48.0452 56.0935 79.7523 47.7457 50.9276 41.8302 39.372 39.1068 59.4614 52.1531 38.6671 37.48 55.6867 44.3102 58.7031 77.0523 53.7524 54.2348 68.9493 53.9435 52.7423 104.146
threshold=1.0000000180025095e-35 0.26303606961368176 0.55630078546380823 -0.33386868244407664 0.058427274985338513 1.5815342945870006 1.7056088962726312 -0.043407658172389896 0.12934318160464789 0.25640757745451187 1.20947575187956 0.20285747808121529 1.2399523804183812 5.5477399240790328 2.1720878008874998 -0.80169152520006459 -0.74726004084035758 0.93792226267099765 0.38951608599244769 0.44520113322763349 1.2067754800055484 -0.5285793083120659 0.74657910936426475 0.71805535841975177 0.80851755981579754 -0.32396346884678595 0.3822301214879455 1.0119550964254083 -0.94795818613911831 -0.28736224657391418
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 19 7 6 -6 8 13 10 -10 15 18 -5 -8 -9 17 -17 -13 20 21 24 23 28 25 -1 -27 -26 29 -23
right_child=-2 2 -4 4 5 -7 14 11 9 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.00064825001459607376 -0.00029124310470071642 -0.000289270772320047 0.00013670398155729956 -0.00026912756488252419 0.0007775983713069264 -0.00088304182720612369 -0.00027222582640748982 -0.00075326872007039835 0.00047298574203174268 9.8227479470290626e-05 0.0037911755386249731 0.00010358151380878158 0.00094841616895778656 0.0036097084850829852 0.00148416704133291 0.0033647449201614507 0.00063657569661352783 -0.0027943542309143729 -0.00078260438230911514 0.00023896109664982572 0.00073298338123024235 -0.0014212755210255377 0.00035260881250053107 0.00030053729041880112 -0.0013621998561219001 -0.00055732177664342963 0.001263362368039001 0.0018355505528157756 -0.00073048484578082536 0.0034299303293477204
leaf_count=10085 71767 72278 20358 34461 16755 2114 5241 1291 1592 13082 558 11376 2992 143 777 768 11808 111 4232 19337 3943 701 6127 6466 2570 7649 1527 357 30894 571
internal_value=0 -0.0028793 -0.0491459 0.0168561 0.0463529 0.120711 0.153775 0.0228935 -0.0197206 0.079389 0.403076 0.0846299 0.0136821 -0.0676602 -0.0026163 0.181044 0.21522 0.743535 -0.037952 -0.0193453 -0.043529 -0.0595691 -0.100525 -0.13413 0.0213668 0.0646987 -0.0596851 -0.254819 -0.181141 0.281098
internal_count=361931 290164 92636 197528 107301 24887 22773 82414 49836 15232 2150 32578 18600 34604 6018 13978 12687 879 15608 90227 70890 66947 44759 38632 22188 19261 9176 2927 32166 1272
shrinkage=0.00366224


Tree=1114
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 602 727 784 921 878 519 723 647 590 943 1466 848 727 547 376 1429 1463 1452 1112 614 706 852 730 934 783
split_gain=180.284 122.332 93.4913 88.1341 86.4033 87.6447 79.928 72.0727 60.6681 55.9202 54.2472 73.1852 48.6365 134.359 46.1905 44.9339 44.0339 43.6677 42.918 41.2017 40.968 40.4454 40.1741 39.6894 38.8299 37.7647 40.6693 36.8144 51.8881 43.8982
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.4693784537238983 0.57156622312866312 -0.80540838421665562 -1.5722412400100421 1.4078093546699517 1.2189113891555967 1.0000000180025095e-35 0.093599294775546141 0.91361512331551464 1.9876916957218846 -1.0625654336828987 0.62672487627420737 -0.22706799479215015 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 20 25 10 27 -9 24 -12 13 -3 16 -7 23 -10 -8 -13 -2 -18 -17 -14 -6 -1 -27 29 -29 -5
right_child=1 12 -4 8 7 15 18 9 17 -11 11 19 14 -15 -16 22 21 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00013670335745108049 -0.00013316556732623919 -0.00013614996043744145 -0.00015404959716273071 9.1972475493163553e-05 -8.6197177366405053e-05 -7.7225106122949085e-05 0.00018694986082992018 3.795442305612419e-06 -0.00012155427772068924 -0.00013210251456239358 -0.00017319871757169464 0.00018737830417449365 -5.6330509140059856e-05 0.00050307133012021579 -0.00030721615540032739 6.1062506207682507e-06 -0.00018454870519832607 0.00024821928920111097 -0.0001802317606799309 0.00057067505358961656 -0.00029168717258784381 -7.8218800404543278e-05 0.00032549988540403105 0.00034667048347083627 3.4299732353737568e-05 -0.00011049589665598991 0.00015848764891556924 0.00023515693613620814 -5.6235046731803715e-05 -7.7424585125050553e-05
leaf_count=5567 20984 4821 31093 7155 12934 32649 15968 16662 1187 21606 1538 4482 13835 1384 8741 5233 47915 5949 1040 946 12699 22385 1461 854 32158 2683 4301 4551 3316 15834
internal_value=0 -0.0743398 -0.0491008 -0.0345377 -0.0569138 -0.118175 0.0962345 -0.0168346 0.0550123 -0.0850612 0.0328232 0.195124 -0.148304 0.0450873 -0.163388 -0.0563195 -0.148194 0.222085 0.191386 0.299336 -0.219983 -0.17455 0.0956062 -0.0318176 0.00567578 -0.0265138 0.0680382 0.0137163 0.135341 -0.0292152
internal_count=361931 332372 232437 201344 163352 73026 29559 90326 37992 38268 52058 6966 99935 6205 93730 39343 84989 7136 17008 5428 33683 70300 6694 14689 45092 12551 6984 30856 7867 22989
shrinkage=0.00085349


Tree=1115
num_leaves=31
num_cat=0
split_feature=51 325 533 1304 705 43 21 898 1030 1425 747 677 1464 276 212 1252 1450 136 530 803 1454 21 1024 1443 519 1223 1053 253 1450 626
split_gain=53.5481 56.449 47.9944 44.5271 48.1107 43.0212 42.3202 46.3184 43.6681 43.4909 44.359 39.5777 37.7239 37.4333 35.9207 38.2598 35.7922 35.0235 34.8623 34.307 33.9416 32.6483 36.6947 34.5498 32.5434 32.2923 31.135 30.7813 29.2204 29.0795
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.94892239677896928 1.0999472070578602 2.2744972866152193 -3.9164670491403295 0.011730715345155454 2.7042904249467168 -0.49854827941355384 2.9062597313169154 1.0000000180025095e-35 1.5814796297902207 0.4346025108644534 3.4103725387549662 -1.4703307107868804 1.7031245240965494 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.6579444067051354 -0.13431221002227373 2.3389399539002458 1.593744732512876 2.1420547332082829 1.0000000180025095e-35 -0.87899352861357716 1.0000000180025095e-35 2.2492318380171201 -0.31839690630110712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 11 20 17 6 28 8 9 21 13 -3 -13 18 15 26 -14 19 24 -5 25 23 -23 -8 -11 -2 -10 -25 -1 -4
right_child=1 2 29 4 -6 -7 7 -9 14 10 -12 12 16 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0031825672101856248 -0.00088686292988972792 -0.0012570104232776439 -0.00048168778538974354 -0.00047413006892129024 0.00065409823002106197 -0.00061890770320368693 0.0003496815841166001 -0.00014241044354458034 0.0062366109558921606 -0.00016015300160378312 -0.0012531686879400136 -0.00058515172775729562 0.00065398064557641738 0.00053142420913457756 0.0082426740172297057 -0.00094883521823635074 0.0061396843702582905 0.00031144706440623139 0.00033376551747997172 7.1796709231907092e-05 0.0014298654826247769 -0.0001639373886442324 -0.0018041656859385693 9.1850823772612295e-05 0.0008561059172016276 -0.00019375174741516707 0.0004263865932706834 -0.0017847901597670033 -0.0042092949092532514 4.9148226208374173e-05
leaf_count=350 11228 13081 15380 16889 7669 9647 16633 73336 86 22894 1171 12541 724 25178 30 5495 84 12955 32779 17417 655 29348 1203 1675 2010 14329 282 1667 35 15160
internal_value=0 -0.0529619 -0.113514 -0.0150442 0.0185765 0.00507211 0.0106708 0.00922036 0.0317223 0.038656 0.0680845 -0.202313 -0.122704 0.0741241 -0.181977 -0.198214 0.355256 -0.00955632 0.0434872 -0.0502513 -0.102645 -0.0131172 -0.0574001 0.0581511 -0.0179648 -0.11932 0.547251 -0.187614 0.680291 -0.0564242
internal_count=361931 138112 56970 81142 54930 223819 214172 213787 140451 134558 84032 26430 13349 82861 5893 5863 808 47261 57683 34306 26212 50526 30551 19975 24904 25557 368 3342 385 30540
shrinkage=0.00373549


Tree=1116
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 1016 727 921 784 878 519 723 585 388 647 590 727 547 376 730 934 783 706 852 943 596 1469 1466 202 1466
split_gain=190.39 125.861 91.7758 87.7669 79.9703 82.8938 76.2747 61.236 60.4979 53.0158 52.2855 68.7845 48.7419 48.4407 48.3072 122.665 44.2406 42.6125 42.067 38.9177 49.0309 45.5122 37.5491 40.6913 37.5359 39.834 37.1208 37.0976 36.4316 36.2703
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -0.8867634123843694 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 1.4078093546699517 1.2189113891555967 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 0.62672487627420737 -0.22706799479215015 1.4693784537238983 3.0920830256423057 -1.3263328046252252 2.2763907064872897 2.2706774934648286 0.51364500316626394
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 12 22 19 10 -10 -6 -12 -2 14 15 -3 -9 -8 -13 21 -21 -5 -1 -24 25 26 -16 -7 -23 -14
right_child=1 13 -4 7 8 27 17 16 9 -11 11 18 29 -15 24 -17 -18 -19 -20 20 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010703619465919466 -0.00028587607088489595 -9.2590025474368308e-05 -0.00012677923696979073 8.7572089933425772e-05 7.0679290617292733e-06 -4.3716700080419159e-05 0.0001709136282935852 -0.00010045059213375098 1.1360512012915127e-05 -0.00010403168152892846 -0.00014175693368594777 0.00016057142229195144 -0.0001485900284949142 -0.00019697716667237513 0.00042815006571420776 0.0004768694527181634 0.00022370494072740805 -0.00014799384735714158 0.00049810020989369045 0.00021094877338501819 -3.6084485497860659e-05 -4.6404761662576439e-05 -8.4681719778560672e-05 0.00014963492995434766 -0.00024743575913266158 0.0003101048958248742 -9.6600259550093633e-05 0.00021011478798087089 -0.00040430073184823437 2.5363579450587563e-05
leaf_count=5567 8806 3918 31093 7155 45092 37842 15968 1187 16662 21606 1538 4482 20508 20295 300 1190 5949 1040 946 4551 3316 14900 2683 4301 6654 589 66989 1324 934 4546
internal_value=0 -0.0656041 -0.0399684 -0.0255342 -0.0479189 -0.107049 0.109735 0.0639385 -0.00933543 -0.0719709 0.0362001 0.195712 -0.204371 -0.140859 -0.11734 0.0906425 0.231841 0.202546 0.296807 0.02235 0.147597 -0.021859 -0.010376 0.0838029 -0.134003 -0.119388 -0.125561 -0.0455101 -0.0845627 -0.153973
internal_count=361931 332372 232437 201344 163352 73026 29559 37992 90326 38268 52058 6966 33860 99935 79640 5108 7136 17008 5428 30856 7867 22989 12551 6984 74532 67878 67289 39166 15834 25054
shrinkage=0.000743015


Tree=1117
num_leaves=31
num_cat=0
split_feature=785 728 125 395 727 703 519 727 382 617 1079 715 938 620 126 789 471 588 21 1470 1323 832 813 1469 332 1356 21 804 141 146
split_gain=184.62 127.565 90.796 116.152 77.8372 68.9628 61.478 99.0942 62.2209 60.657 57.4243 59.2711 73.4305 54.2106 49.3473 47.592 47.3777 47.2505 46.7634 46.7292 46.5123 44.9494 44.4202 43.6343 42.4285 42.2397 41.9982 41.848 41.4724 41.1983
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.6614250791469047 1.9634214862007473 1.0000000180025095e-35 1.0000000180025095e-35 1.1734518836084071 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 2.250834115212506 -3.9164670491403295 -1.2126727935954851 2.8425200577949936 -0.31774903318306902 2.1641256470006294 -1.3263328046252252 1.0000000180025095e-35 1.1703909184639636 1.0000000180025095e-35 1.3537602816678871 0.095465115248672336 2.7503861831498626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 -1 -4 10 -8 15 19 11 13 14 20 25 -9 18 -10 -3 -2 -7 23 24 -20 -18 -13 -6 -12 -5 -23
right_child=1 16 5 28 26 6 7 8 17 -11 27 12 -14 -15 -16 -17 22 -19 21 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.3750139881155697e-05 3.7200315517651695e-05 0.00060063604278499233 -0.00016883373951468662 -6.9814724359837431e-05 5.5659327723387446e-05 7.482816346286699e-05 -0.00015152672732861961 0.00031416794974195215 -1.151479662519195e-05 -0.00034313569229356037 8.4527224953622813e-05 -8.0049908695845084e-05 -0.00011696851130202749 -0.00011830585726607033 4.0287864981034765e-05 -2.1289628527489443e-05 -0.00014197786442466214 0.00042723608639623473 0.00077253612549423218 -0.00014895882180474031 0.00059661487923184302 -0.000201604681948518 0.00026738597010008661 -9.9831568138290157e-05 -1.4799282247180504e-05 8.5138292060378361e-05 0.00021595517189170797 0.00046639971740528464 2.0405997516725615e-05 0.00043178487299842924
leaf_count=12551 4359 187 7397 29121 6893 17758 3246 5174 5009 8279 4715 26151 25401 4095 23341 1123 17673 634 126 36345 384 35251 1056 29137 16200 4308 10115 758 24839 305
internal_value=0 -0.0696091 -0.0438396 -0.0974392 0.102875 -0.00916656 0.00171655 0.119231 0.199973 -0.195015 -0.0168171 -0.0286783 -0.0555373 0.0672363 -0.0141878 0.333824 -0.145164 0.0485046 -0.186977 -0.163461 0.115461 -0.191604 -0.0771649 -0.124147 -0.0934472 -0.0720152 0.196705 0.181747 -0.035409 -0.256488
internal_count=361931 332372 232437 102943 29559 129494 122097 15186 11940 48983 106911 101438 79201 22237 53800 6297 99935 5643 65006 40704 18142 64819 34929 29263 33873 30459 17008 5473 53960 35556
shrinkage=0.000757875


Tree=1118
num_leaves=31
num_cat=0
split_feature=785 181 125 50 21 750 728 900 544 333 703 1091 623 954 1452 54 1470 1378 294 1154 1450 1470 263 257 728 955 944 1023 150 832
split_gain=149.141 117.472 82.2744 96.681 84.5931 78.5801 63.0683 73.5758 59.3789 56.3177 55.5195 54.916 49.5207 49.1623 48.4989 46.6724 41.1945 40.6302 44.3574 40.2511 47.8643 48.6182 39.4155 39.5993 46.3784 41.7416 48.5511 38.3113 38.2308 38.2264
threshold=-0.86283290253235112 1.0000000180025095e-35 0.58518330826110332 0.55630078546380823 -3.2545899522946695 1.0000000180025095e-35 -0.49008176997875957 0.37735726282943638 1.0000000180025095e-35 1.0000000180025095e-35 -1.4568199934402009 1.0000000180025095e-35 -0.45674047234437448 0.98873640907070304 0.79547082264194502 -0.42445565733332025 1.3024667090820021 0.80891129331221767 -0.78032622470695412 1.0000000180025095e-35 1.3752107613672571 0.90035976664767026 1.6445160113075163 1.0000000180025095e-35 -0.49008176997875957 2.3308467365638124 0.53713281317862982 4.2200187287704019 -0.51242269527142537 -0.47894316936574144
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 6 10 11 -1 -4 -6 19 -9 -13 -12 -11 -16 -7 -19 20 27 -22 23 24 -3 -25 -27 -8 -17 -14
right_child=1 22 9 -5 5 17 7 12 -10 15 14 13 29 -15 16 28 -18 18 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00013305859247068292 0.00071154678590636979 -4.5156236919268152e-05 -4.5979316053795062e-05 9.204572417695238e-06 -0.00019184170885333282 -0.00026646843238989229 -0.00032909678391057862 -0.00015774739700356142 -5.3073806132955262e-05 -1.0111252462139492e-05 1.0992860281187474e-05 -0.00012129156785963235 0.0001064739891082684 6.3809322440956109e-05 0.0002115723615449819 -2.5525211482652961e-05 0.0011515317959952642 0.00075223976589277089 -8.8012970269761302e-05 -0.0001339201084491827 4.5412303106072662e-05 0.0020861876884204064 7.0805648229368916e-05 -0.00011523572216605457 -0.00026257685578675324 0.00013242727490260332 0.0015642908543752093 0.00048985589452376558 0.00016859921720836974 -4.6666138027512322e-05
leaf_count=21198 400 6397 27436 50495 4730 18207 19691 9015 8361 14271 16729 28614 10150 5837 2967 4274 155 283 1494 17264 1160 47 3060 33606 26134 519 104 226 13902 15205
internal_value=0 -0.0632962 -0.0437052 -0.0671282 -0.0986988 -0.102046 -0.0839211 -0.109725 0.0924123 0.0217574 0.0136661 -0.154289 -0.026373 -0.0941114 0.0598117 0.0759196 0.29425 -0.257024 0.0650876 -0.224992 -0.31643 0.169621 -0.155456 -0.170149 -0.241669 -0.118574 0.478925 -0.353478 0.141573 0.0210648
internal_count=361931 332372 262552 202669 152174 151774 131790 107209 29559 59883 24581 72839 34370 34451 19851 32447 3122 19984 1777 38388 21124 1207 69820 66760 32531 34229 623 19917 18176 25355
shrinkage=0.000887971


Tree=1119
num_leaves=31
num_cat=0
split_feature=785 561 1312 212 727 710 839 694 416 776 941 620 21 608 567 633 947 678 1149 50 597 405 704 60 1324 142 77 271 1465 78
split_gain=57.9139 56.6406 47.1597 50.6558 43.0722 42.2124 53.7812 47.3294 50.8465 48.228 43.7665 41.8606 40.7185 39.4356 38.8888 44.2096 37.9359 37.2968 35.8024 34.4505 33.6947 32.5564 32.456 32.1931 31.7326 32.9415 31.5363 32.6101 31.6511 31.5333
threshold=-0.86283290253235112 0.3443152153175571 0.35015719381843119 -1.1223143554656645 1.0000000180025095e-35 2.0990458417769733 2.4231395658259918 1.3473987468239537 -0.038339121120171085 2.2141966847475838 3.0707296396180284 1.5209264779549863 -3.9164670491403295 0.66665475971017707 1.7811711699895054 2.3072570656327378 1.0000000180025095e-35 0.98573251906422088 3.070608018023568 0.55630078546380823 2.2594581941160397 3.5736363738346935 -0.79545638581664257 1.0000000180025095e-35 -0.91748701852144043 -1.280006772467692 1.5029597294391763 2.2544765320025699 -0.51923091368911811 0.6698027444210376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 10 7 8 -7 -10 11 14 -4 16 18 -16 20 -12 29 23 -3 26 -13 -14 -9 -26 27 28 -6 -5
right_child=1 13 12 5 21 6 -8 24 9 -11 17 22 19 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.2035581210833108e-05 -0.00040690744958663265 -0.00060375883947332042 0.0021969244129678854 -2.8397337515603085e-05 2.5555515076505527e-05 0.00031910455386969925 0.0029671205321135361 -0.0009292917201495942 0.0017747733738618873 0.0069436398835377314 0.0013874240734448745 -0.00045903409091025679 -0.00027773934464209556 5.2219629818878321e-05 0.00023084530214728899 0.0017805926077099706 -0.00018983989539690457 -0.00099549719293792966 0.00086994608082730494 7.6040794112291926e-05 0.00087243709016662611 -0.0033270374779039336 0.00051522373000167086 -0.00093521995097313004 0.0029403734212338694 0.00019908384067553758 0.0017109686504628797 -0.0011073360765857397 0.00073547974865181148 -0.00034872561544871698
leaf_count=12551 15990 38775 335 92707 4902 1812 406 1531 1210 74 1864 2329 37126 17908 10204 937 42974 377 1847 13337 884 126 12544 6869 218 6788 1163 643 10174 23326
internal_value=0 -0.0258871 -0.00743145 0.00997175 0.0726405 0.0209741 0.142834 0.114816 0.332979 0.631815 0.0103474 0.00517191 -0.0666831 -0.0745368 -0.00812836 0.111598 -0.0998003 0.292394 -0.0205332 -0.0721601 -0.1639 0.144496 0.11207 -0.107488 0.0286747 0.0866125 0.152337 0.127925 0.148874 -0.0259678
internal_count=361931 332372 231831 174164 29559 158174 12039 11633 3096 1284 146135 143894 57667 100541 129021 11141 82633 2241 117880 57332 39659 17008 14873 43995 8537 7006 16882 15719 15076 116033
shrinkage=0.00338335


Tree=1120
num_leaves=31
num_cat=0
split_feature=785 728 479 784 727 1022 1016 921 795 516 727 981 661 590 537 846 730 783 508 547 746 1447 1250 779 520 990 1367 1361 578 50
split_gain=177.075 109.398 85.1545 74.3012 72.7802 66.3997 80.9737 55.7003 52.494 52.5613 50.0171 47.9769 44.3273 81.4669 51.8573 50.9095 43.0983 49.0637 42.4111 41.0287 39.728 39.671 39.2516 38.9077 38.6809 38.6579 37.0928 38.8014 36.8946 36.1716
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6834386678921571 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -1.1275738623161491 1.7060327193526743 -0.59275567010655072 0.58895901036483078 0.44238072866629086 -0.54037419750760363 -0.33215574005720661 1.1155635910225459 0.93928964529742032 1.4078093546699517 1.0000000180025095e-35 1.2420411362750934 1.3459255012896725 -0.59790142946134683 1.5103007336851382 1.09266583130301 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.4829784501753427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 28 6 20 16 9 -7 -9 -10 13 -3 -15 22 17 -5 -18 26 -2 -8 -14 -4 -22 -12 27 -6 -1 -17
right_child=1 12 23 7 19 8 21 10 11 -11 25 -13 15 14 -16 29 18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00022031620982285505 -0.00019630117538744479 -8.9054571453364966e-05 -2.8296882397437299e-05 8.9472540741104251e-05 -3.8668167881681331e-05 -5.1806689499786339e-05 -5.9098763915353394e-05 -0.00015066463999529505 -0.00010074979406444585 4.7247668019526011e-05 0.00015605590023764449 0.00015522733854980049 -9.0464794842482353e-05 1.7002204945570464e-05 0.00050562509685672099 -0.00018078013910373709 4.8693487695375027e-05 -7.9235459444920107e-05 0.00034377124609236197 -0.00016295884304077529 -0.00010238981295956913 8.6266794873175368e-05 0.00012521936010514021 -0.00019090494884721994 0.00024853043286488657 0.00046336986712688905 0.00024973597105392022 0.00021019532037147397 -4.7639654453852448e-05 -1.2621661118770013e-05
leaf_count=1537 28881 12157 8435 7146 3312 24348 34460 1130 23460 40402 4479 1984 23372 1464 1125 53947 5696 15977 1654 1040 5512 5730 3268 20733 983 1427 9109 3547 11014 4602
internal_value=0 -0.0687322 -0.044846 -0.031497 0.100529 -0.0517503 -0.103639 0.0515563 -0.0157153 0.0152201 0.212944 -0.0966838 -0.138948 -0.0219499 0.316849 -0.161831 0.0117018 -0.0336128 0.148651 0.191475 -0.196709 -0.0438606 -0.0749873 -0.175912 -0.0493589 0.285804 0.218554 0.106431 -0.0166774 -0.204163
internal_count=361931 332372 232437 203269 29559 165760 75566 37509 90194 64750 7036 25444 99935 14746 2589 85189 30473 23123 7350 17008 35376 40190 26640 29168 6495 5906 15968 6859 12551 58549
shrinkage=0.000804263


Tree=1121
num_leaves=31
num_cat=0
split_feature=681 1430 1298 1469 1292 1365 1148 746 702 785 1459 486 651 320 954 497 1065 1436 636 1378 560 846 1465 672 968 1467 50 1303 816 1222
split_gain=55.1585 48.8997 76.3807 68.1654 47.5432 51.7751 49.0526 47.3607 47.2046 46.8798 43.8875 43.1371 42.8401 38.1203 38.4417 38.9104 45.1601 37.3648 36.722 35.5163 35.4093 35.0573 34.4009 33.2284 33.2246 32.7393 32.459 33.1622 40.4388 32.3807
threshold=1.0000000180025095e-35 0.54622893720785959 1.0000000180025095e-35 -1.0470123060412753 1.0000000180025095e-35 -0.42638832581415231 0.85514867284464147 1.0000000180025095e-35 2.2275443133153514 -0.86283290253235112 1.814812024170287 0.17548734799881757 1.1107569744011787 0.88160724310766836 0.34985508981269864 -0.58848382679032385 1.0518754624258557 1.0000000180025095e-35 -1.2877596780390301 0.80891129331221767 1.6590601587821199 -0.54037419750760363 -0.62392803878906389 -0.65546635319905777 -0.7624671744006063 4.5114904631235966 1.4829784501753427 1.0000000180025095e-35 0.98567350059335823 1.2281653790456704
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 29 5 6 -5 11 9 -4 -8 -7 20 14 21 -16 -17 -9 24 22 26 -11 -20 -14 -2 -6 27 28 -3 -1
right_child=18 12 8 4 25 7 10 17 -10 13 -12 -13 23 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00027104042062292853 -0.002007406612126388 0.00020223951797599608 0.00050805863818975455 -0.001301464685832848 -0.00016966644270528423 -0.00091773963866496628 -0.00041137883086347037 -0.00011361713973992366 -0.00092243777345656032 9.5655141196584445e-05 0.0037452811530056134 -0.00014406102407310781 -0.00086444516666919812 0.00030708551708545623 -0.00032989443688746442 0.0004191069543449049 -0.00047833723673512874 0.0012998275174258267 -0.00077088601653943012 0.00042678833525477565 -0.00034750607293859801 -0.00028528781529752552 -0.00017181494885305687 1.2412063789445606e-05 -0.0005483957434826766 0.0024338650434440235 0.00069066817870898909 -0.0001213506898034222 0.00087884587759839484 -0.00095385016845493361
leaf_count=15636 2392 32277 11155 13834 36684 16804 4325 8788 2826 21929 150 9681 3658 19722 7252 19555 3153 1074 11597 3870 5599 46859 23540 6495 4100 226 7401 14711 5011 1627
internal_value=0 -0.00699706 -0.023626 -0.0728354 -0.102188 -0.155232 -0.278821 -0.102803 0.00993942 0.016133 -0.0691665 -0.173126 0.0399654 0.00283373 -0.0152909 0.0446195 0.0842887 0.017238 -0.100397 -0.0735855 0.0602243 -0.047103 -0.10271 -0.0891796 -0.295138 -0.043061 0.0757708 0.055549 0.0884785 0.0510114
internal_count=361931 316432 241280 108829 91566 54656 18309 36347 132451 129625 4475 26485 75152 118470 98748 29960 22708 9862 45499 39007 64999 68788 35137 10153 6492 36910 59400 51999 37288 17263
shrinkage=0.00345101


Tree=1122
num_leaves=31
num_cat=0
split_feature=785 728 1100 784 677 1016 728 784 578 921 878 519 758 388 585 647 590 21 376 727 1292 953 730 934 783 1469 1122 1469 275 596
split_gain=196.664 119.045 90.4417 88.1321 84.0219 89.156 82.5482 72.8718 62.0784 59.3182 56.5116 53.3505 71.3887 47.4686 47.4546 45.7226 119.881 45.2156 45.206 43.1686 39.8283 60.7214 39.4698 50.4079 46.2638 39.3911 38.9373 37.5913 39.9665 36.8302
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.87905496296652397 1.0525743831388839 1.0000000180025095e-35 2.1420547332082829 -0.43523778982368799 1.0000000180025095e-35 -0.8867634123843694 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.2189113891555967 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 -1.2673214316849539 0.79579885031402708 -1.3263328046252252 0.4022431516292117 3.0920830256423057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 14 -1 11 -8 22 -9 -6 18 15 -2 16 -3 26 -13 -11 21 -19 24 -24 -5 -16 -10 28 -17 -29
right_child=1 13 -4 9 7 -7 8 10 17 19 -12 12 -14 -15 25 27 -18 20 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00015389673443286388 -0.00027664057261049774 -9.3751599859525202e-05 -0.00012486910136674204 7.7273018986330646e-05 3.9066026430208916e-06 -3.7514879425811579e-05 0.00028214578754755292 2.789853078440142e-06 4.1982806602478479e-05 -9.9553130081846581e-05 -0.00010933464796711213 0.0001476209421197259 -0.00014540003020294142 -0.00018877999428143169 0.00012015407315826741 0.00071592625123238838 0.00043559862038297409 -9.0489715477984646e-05 0.00047473858877653756 0.00020214622321121484 0.00021319298133815265 0.00018605950647189267 0.00019497696679006125 -4.094057283204233e-05 -6.5434952670809059e-05 -0.00013705680884169846 -0.00019104225035156618 -0.00010489550980979649 -0.00035914993224429328 0.00024730972452304966
leaf_count=3396 8806 3918 31093 7155 45092 39166 3407 16662 8031 1187 21606 4508 1498 20295 1348 220 1190 3127 960 5949 6300 3444 4551 3316 15834 23706 1854 73565 102 645
internal_value=0 -0.0738634 -0.0489527 -0.0346283 -0.0570184 -0.117457 0.104314 -0.0174668 0.141535 0.054968 -0.0860855 0.0325189 0.193635 -0.146887 -0.217847 -0.123653 0.0781669 0.102848 0.294664 0.220285 0.18436 0.0736302 0.0141181 0.140233 -0.0303163 -0.168331 -0.000905587 -0.13984 0.546701 -0.144066
internal_count=361931 332372 232437 201344 163352 73026 29559 90326 26163 37992 38268 52058 6966 99935 33860 79640 5108 22756 5468 7136 12871 6571 30856 7867 22989 25054 9885 74532 322 74210
shrinkage=0.000700159


Tree=1123
num_leaves=31
num_cat=0
split_feature=391 617 1304 6 785 740 50 125 819 1470 585 775 354 997 269 1449 608 1462 395 1422 1283 969 1452 629 643 1465 84 973 1167 1271
split_gain=55.1157 59.3672 48.4332 45.1562 40.7223 41.1777 46.9282 41.554 54.5408 42.6954 39.5056 39.1947 37.0407 36.8007 36.6343 36.0728 39.0778 35.9567 34.3859 38.0615 34.1095 33.9002 33.8837 33.797 33.1629 32.7539 32.3177 32.3037 32.1802 31.929
threshold=1.0000000180025095e-35 1.3680112666802988 -1.2519738572323926 0.91453735985706597 -0.86283290253235112 2.6399776226761449 0.55630078546380823 0.58518330826110332 1.0000000180025095e-35 -1.3664195657027294 1.0000000180025095e-35 1.0779143524829677 1.3851549945161543 -0.55302200848745542 -1.2832447556410924 2.5214482292721478 0.66665475971017707 3.2477423252060293 1.0000000180025095e-35 4.0049041761242465 1.0000000180025095e-35 1.257331264520636 1.434259801303694 1.7540977929717843 1.0000000180025095e-35 1.329319772130942 -0.84255979383160018 -0.3844395191181188 -0.37779302995283986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 20 14 10 6 7 8 11 -9 -1 17 13 -8 -4 16 24 29 -3 -20 21 -2 -12 -7 27 -24 -5 -16 -28 -6
right_child=1 18 3 26 5 23 12 9 -10 -11 22 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 25 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00061928822206610342 -0.00033823458981927749 -0.00083022818424360618 -0.00035975968241037367 -0.0011866503099252561 6.2428241191520308e-05 -0.00029159758964930279 0.00040820157258512148 -0.0029332222970675104 -0.00062911850010141136 0.0001367453555962934 0.00011842069476912891 -0.00042963280471396576 0.00075382962980475319 -2.3320066626204832e-05 0.00045617287538118672 0.0013259598544277387 0.00049124916672092897 0.0010096147922121807 -0.00027775055461090961 0.0086655000028329869 -0.00074345577484098669 0.00076681092322433166 -0.0022014754693881829 -0.0015654760066416285 -0.00028943526666810974 0.001417490002944197 -0.00051460877958767767 -7.5640504197076316e-05 0.00037095258309568672 -0.00023388438469465971
leaf_count=9641 9469 18113 10899 2666 51428 3403 13199 210 15728 37794 10745 16774 4925 28482 10532 1114 9326 1459 14978 25 12687 1960 577 1390 14347 155 7209 14173 3067 35456
internal_value=0 -0.0569957 -0.0314216 -0.00506668 0.00310732 -0.00668612 -0.00157845 -0.0214175 -0.0446851 0.0368506 0.0914698 -0.0279479 0.0557583 0.035919 0.020574 0.0440866 0.0342366 -0.0088368 -0.159812 -0.0797403 -0.133063 -0.0371787 0.00644843 -0.196995 0.000121648 -0.441274 -0.127727 0.049153 -0.0728359 -0.0156058
internal_count=361931 130565 97449 73333 231366 210248 205455 158849 120845 38004 21118 105117 46606 41681 60391 49492 48378 88343 33116 15003 24116 11429 11477 4793 39052 732 12942 24705 10276 86884
shrinkage=0.00325197


Tree=1124
num_leaves=31
num_cat=0
split_feature=1147 785 713 519 507 938 965 869 588 803 784 1080 872 909 578 1049 951 11 816 876 609 666 1465 660 353 143 959 498 689 326
split_gain=54.5116 48.5556 44.2023 95.377 70.9538 67.1034 59.0585 58.1498 55.998 49.4172 48.3606 44.211 45.8597 40.4048 39.1969 40.451 38.8995 38.074 37.7854 37.617 36.9178 39.3135 36.9846 36.4265 35.3083 35.2355 33.079 32.9476 32.7812 32.7291
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0941628986121894 1.0000000180025095e-35 0.10980254379742337 1.0000000180025095e-35 0.71188872395471614 1.9682860324222273 -0.90362276233551631 2.2092738772757108 1.0000000180025095e-35 1.0177766212561699 -0.38254056328201841 0.87844652916135668 0.4454315257619969 -0.42129106556329554 0.34754775078765171 1.0000000180025095e-35 1.6285028476148826 0.45873907618427312 -0.5651228311594978 -0.72421686037558375 2.252224945995557 0.15500865513987047 -0.37718676718711608 2.5426301931846376 1.1511195098725142 1.6390506412245707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 4 5 6 7 16 9 14 10 23 18 -13 -9 -5 -16 -3 -1 -12 29 21 -11 -22 25 27 -4 -21 -25 -6 -7
right_child=-2 2 3 8 28 19 -8 13 -10 20 11 12 -14 -15 15 -17 -18 -19 -20 26 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012486751548400644 -0.00028076490906472245 0.00013296684270518985 0.00043557756785877713 -0.00038210875773824529 0.0011426051155778803 -0.00031241037283355575 -0.00027171320416811246 -0.00018950585316361476 0.0013276653465858917 0.00035271666359388133 -0.00030815057315410364 -0.00024618962059506596 0.0013378547947604173 -0.00086079260466681942 0.00083748147668081803 -0.00036886594459804292 0.00089583805982145772 0.00051391989219788236 6.6854264733533876e-05 -0.0010931833272578133 0.0018467872181941528 0.0016737607362232718 -0.0020198117333853818 2.7088659226435097e-05 0.002359399701591641 0.001874430784146555 -0.00038732787442730945 0.003782606326353312 -0.00044245348052565577 0.00048536503337920774
leaf_count=8080 71440 16444 2545 3750 5013 42948 19032 36541 3111 2842 37428 1764 2224 7905 5788 1947 4979 16851 29209 10484 169 2178 484 11338 367 1595 11089 130 896 3360
internal_value=0 -0.0030682 -0.0124575 -0.0264371 0.0478127 -0.0407066 0.0133921 -0.0137642 0.130519 0.0157516 0.00208647 -0.0221001 0.184995 -0.0855455 0.0645701 0.146966 0.0915927 0.0861154 -0.0364656 -0.10451 0.20169 0.262411 -0.254927 0.112449 0.0463995 0.281788 -0.190998 0.0217243 0.256507 -0.066982
internal_count=361931 290491 265560 219196 46364 204600 40455 136719 14596 92273 86600 70625 3988 44446 11485 7735 21423 24931 66637 67881 5673 5020 653 15975 11835 4140 21573 11468 5909 46308
shrinkage=0.00359044


Tree=1125
num_leaves=31
num_cat=0
split_feature=785 181 728 852 727 1043 784 970 1109 1470 647 590 846 21 263 1459 1470 560 476 927 146 138 561 854 727 340 636 87 820 189
split_gain=135.487 112.952 79.4288 68.143 61.5471 52.2282 48.1319 43.2332 43.5407 41.5578 41.0161 104.852 44.7949 39.502 39.2227 40.8446 37.9084 36.9642 36.016 35.6225 35.4897 38.1698 34.0175 33.1614 36.2544 32.9871 32.4887 31.8678 34.4463 36.0111
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 -1.0820537629581444 0.9594655836162902 -0.68903569641304141 -0.49995493244068684 -1.2954595170378473 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.0000000180025095e-35 1.6445160113075163 0.53912233727729608 -1.3664195657027294 1.6590601587821199 -1.0099296266851885 1.0483613175537825 2.2368666814773395 -1.0321883268519072 0.55894040826437752 -0.87473648844905705 -1.1275738623161491 0.54703477416996305 1.6897872118737169 0.56076668980743449 2.6461010908889477 -0.69348768723690357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 19 -5 22 9 -9 -2 11 -4 -12 25 15 18 -8 -18 -3 23 -14 -22 -7 24 -1 -6 -17 28 -20 -30
right_child=1 14 10 5 13 6 16 8 -10 -11 12 -13 20 -15 -16 26 17 -19 27 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00040570513866713416 0.00028906082486406085 -0.00025841373862409064 -9.8598858490157876e-05 -0.00012053754586132763 9.7237261732239266e-05 1.9754113463812565e-05 -0.00060867153296266584 -0.00017570275039546467 -5.7069499329600791e-05 -1.6457129987907728e-05 -3.3857571571531937e-05 0.00049582994438922973 -0.00015009512760611011 0.00021469157283671714 6.820738943128383e-05 -1.3747793951511986e-05 0.0001252227458283589 -0.0001771564951642246 -0.000116904283158622 0.00023648675409804245 0.00085558405556315721 1.7598331077350224e-05 -6.9335469014021806e-05 -8.3356685100364561e-05 0.00036898448392175205 -0.00022002755255048139 -0.000476136120938813 -0.00026346453304195312 -0.00037241975079560681 0.00068510851136540751
leaf_count=268 1374 17366 3910 10690 5708 62215 214 16361 36381 19812 23148 1186 48791 10115 3060 11481 17736 1233 29452 1345 216 1204 18081 10067 871 1185 627 7254 183 397
internal_value=0 -0.0627798 -0.0435547 -0.0210515 0.0858017 0.0110647 0.0245964 -0.074208 -0.109403 0.00750242 -0.10948 0.0829006 -0.125128 0.170104 -0.15329 -0.167978 0.115876 0.125622 -0.199044 -0.0219107 -0.167119 0.176594 0.00155577 -0.0612187 0.266436 0.0499577 -0.0451357 -0.160641 -0.127991 0.434697
internal_count=361931 332372 262552 184097 29559 110169 99479 73928 52742 21186 78455 5096 73359 17008 69820 66760 19183 18969 54652 12551 50211 1420 80296 11206 1139 6893 12108 37286 30032 580
shrinkage=0.000836755


Tree=1126
num_leaves=31
num_cat=0
split_feature=43 862 1454 1452 1451 21 21 1454 1465 1464 1465 1452 1450 21 1452 1461 1453 1452 1456 1460 1461 1461 1466 1466 1464 1466 1452 1470 1463 1449
split_gain=54.2613 49.9664 46.4774 56.1795 55.3197 52.8757 52.0792 73.8583 50.8707 97.5475 50.1979 49.5904 57.8628 67.5113 50.6569 55.5102 49.8428 61.1253 55.1533 48.6757 46.9406 67.3095 46.7889 67.175 66.757 47.4262 47.3036 78.9903 74.6746 100.508
threshold=1.0000000180025095e-35 -0.97446007815901359 -0.2363894608792538 -0.58911782507014421 0.59897055457132509 -1.0798509198017876 -1.6471741456694959 -0.051110432140844611 0.87082813740988774 -0.1219094853058012 0.92950558758689994 -0.41063461137129087 0.53475265234138258 1.3785497256249488 -0.42242018959202166 1.4098417307792441 0.89653246390762387 -0.43053560543689706 2.0994270724704638 0.034164217605097483 -0.3640729456269281 0.28084021046779678 0.37829601484295772 1.7021207750673237 1.8829436135215958 -0.040841789135633681 0.37490402264961914 1.3497734081919235 0.94170239728407068 -0.23712334862598275
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 19 7 -4 -3 10 -10 12 13 14 15 16 18 -18 -7 -5 -8 -22 25 24 -24 26 28 -28 -13 -30
right_child=-2 2 6 5 -6 11 20 -9 9 -11 -12 22 -14 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00069985292432817178 -0.00032678669742893706 1.0450635138171003e-05 0.0034882047786530725 -0.0015906707335420697 0.0014109800411597807 -0.00019132083336550871 0.0002053132087263326 0.00022016736837051544 0.0081656511531075851 -0.0010007490501168395 0.0026379287000576667 2.3079855369638703e-05 -0.0022877761405328888 -0.0024225406342335779 -0.0023959051613883474 0.0022174321635546382 -0.0025808383241116132 0.0072558666417346209 0.0055633482385677455 0.00020578093587000784 -0.0017641685444432841 -9.1110388880109497e-05 0.00088412314330623516 -0.0016056065649965692 -0.0047553872417096018 -0.00081660839544432152 -0.00095255841624733461 0.0010847073950041928 0.0033716195337348842 -0.0013135758016134273
leaf_count=11263 74777 40937 907 6303 2964 16128 99233 1773 150 854 677 33447 1810 1577 1155 784 1301 60 133 2157 2720 25975 9551 1211 212 9029 10803 2145 1265 630
internal_value=0 -0.00258589 0.00283762 -0.025806 0.0393701 -0.0565475 0.0320634 0.339072 0.0181034 0.405946 0.875453 -0.0420545 -0.134459 -0.101277 -0.0651876 -0.0377669 -0.0659756 -0.491449 -0.0312841 -0.248036 0.0258905 -0.0534645 -0.0117548 0.11974 0.180195 -0.0384315 -0.0102714 -0.134039 0.0305861 0.451817
internal_count=361931 287154 275891 145283 45582 99701 130608 2680 42618 1681 827 91241 22948 21138 19561 18406 17622 1361 16261 8460 127928 28695 68293 10974 9763 57319 48290 12948 35342 1895
shrinkage=0.0042909


Tree=1127
num_leaves=31
num_cat=0
split_feature=785 519 181 727 727 728 852 382 784 727 930 789 694 588 921 706 561 21 647 590 706 852 588 1469 734 927 588 862 858 119
split_gain=169.13 105.972 98.4312 90.0211 80.3961 75.1818 74.3154 68.1455 63.6907 61.9389 59.3086 52.7518 52.3022 49.1013 48.018 45.3172 43.142 42.6444 42.3129 105.934 38.8555 42.624 38.8432 38.395 37.4089 37.3149 36.8417 36.1887 35.4976 35.2829
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.2342127532274445 2.250834115212506 1.0525743831388839 0.85558832110916161 0.55894040826437752 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.62672487627420737 -0.22706799479215015 -0.31407487021714353 -1.3263328046252252 4.1956285434281462 1.0483613175537825 0.71188872395471614 -0.97446007815901359 1.0825608069246189 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 15 20 6 9 11 16 12 -11 22 -2 28 -10 -3 -8 -6 19 -7 -1 -22 -5 -20 -25 -24 -14 -12 -9 -19
right_child=1 3 -4 7 17 18 8 13 14 10 27 -13 26 -15 -16 -17 -18 29 23 -21 21 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002600082335071285 -4.0559984472269174e-06 -0.0002904691237582072 -0.00026688116896983265 4.3806988880919798e-05 -5.739707801833354e-05 -0.00023587070265872475 -0.00012503483596503108 -0.00010701091540470545 -7.8291476541917065e-05 -0.00033028917005977756 -0.00039846384629959144 -0.00017496197283958117 -0.00014630341411897568 0.00037563490094505241 0.00014167827758322727 -2.295743080007154e-05 -0.00022838188911601093 3.0416452160236697e-05 0.00039982605626814969 0.00040497405141237951 -0.00023531059065770593 5.3401721142937811e-05 0.00043562936716599849 -0.00025265200230611365 0.00071089344839535338 -0.00010373894403643754 -0.00041807591173794449 -0.00016900440624333088 -0.00057766775619278973 0.00025982293978412416
leaf_count=5567 7988 6191 65942 1956 6893 3725 63136 4491 15312 20011 3037 1127 9471 640 4121 3256 19321 5169 284 1133 2683 4301 2825 68681 122 463 2282 26288 569 4946
internal_value=0 -0.204676 -0.216087 -0.0682319 -0.0379142 -0.197534 -0.174745 0.0429588 -0.139977 -0.231015 -0.273366 0.183748 -0.130204 -0.11566 -0.0355915 -0.222358 -0.165964 0.0607505 -0.261592 -0.0650872 -0.159925 -0.062001 0.269443 -0.277526 -0.281746 0.403172 -0.227205 -0.214481 -0.179185 0.152856
internal_count=361931 332372 310854 21518 29559 244912 170967 12071 101890 69077 49336 6371 19741 5700 19433 9447 82457 17008 73945 4858 12551 6984 5244 69087 68803 3288 11753 29325 5060 10115
shrinkage=0.000887971


Tree=1128
num_leaves=31
num_cat=0
split_feature=785 728 1431 727 852 727 539 923 278 784 647 590 694 943 848 21 1112 1175 706 852 924 1463 353 583 914 340 1469 784 1053 61
split_gain=138.828 114.511 83.0504 67.3058 64.6965 61.2637 75.1559 58.3822 57.6153 51.8025 44.0193 116.579 42.9631 41.6143 40.4695 38.7038 38.7016 38.6283 38.2597 38.979 37.8296 37.1417 36.5909 33.7795 36.0104 33.6444 33.5589 33.5262 33.2488 33.1536
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 -1.1833072469291228 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.2342127532274445 1.4693784537238983 -0.80540838421665562 1.0000000180025095e-35 1.9876916957218846 -0.31923240808069592 0.62672487627420737 -0.22706799479215015 1.8999064755685127 0.093599294775546141 0.63280207191488913 -0.55326332990463356 3.2762546484437549 0.54703477416996305 -1.3263328046252252 1.0000000180025095e-35 -0.74253198244980145 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 18 5 12 7 -7 29 -10 11 -3 -2 14 16 25 26 -11 -1 -20 22 -16 -9 -14 -25 -5 -12 -18 -22 -6
right_child=1 10 -4 15 8 6 -8 20 9 17 13 -13 23 -15 21 -17 27 -19 19 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013061386091180175 0.00010226202124357716 -0.00011663460906322871 -0.00011929216492744343 9.7747524469940294e-05 -4.6458211522775527e-05 -0.00038778284611190269 1.1976828648587882e-05 -0.00016547356478641227 -2.9167696600066367e-06 -9.8360480242815394e-06 0.0010356985635908845 0.00044544583485204084 7.0161412953932735e-05 -0.0002737523340103484 -0.00016321023907444224 0.00020859098230209221 0.0005744443909407223 0.00014271411079415668 -0.00010137929505654912 0.00014783163332730836 0.00052892043951853701 -6.6656564607039812e-05 -2.7415176183895477e-05 -0.00012774948867946075 0.0012079483960110284 -0.00021067798387895624 -5.5786692459651804e-05 -0.00013452762882609735 -1.6823455791692467e-06 -0.00026253455094889808
leaf_count=5567 9356 4821 35150 5708 6473 2982 13234 29292 86616 7203 66 1384 4586 8741 47915 10115 533 12932 2683 4301 442 22385 7880 9234 53 1185 13769 321 2765 4239
internal_value=0 -0.0651961 -0.0406634 0.0854137 -0.0247088 -0.0747316 -0.115205 -0.166714 0.00600468 0.0193801 -0.137203 0.0475872 0.0197587 -0.151664 -0.137229 0.173645 -0.0252117 0.112672 -0.0274584 0.0681605 -0.143678 -0.162686 -0.165057 -0.063519 -0.146331 0.0546012 -0.0591416 0.408825 0.0926476 -0.159096
internal_count=361931 332372 232437 29559 197287 79824 56595 43361 117463 106751 99935 6205 23229 93730 84989 17008 14689 20135 12551 6984 40379 70300 37172 13873 9287 6893 13835 854 3207 10712
shrinkage=0.000804263


Tree=1129
num_leaves=31
num_cat=0
split_feature=728 659 633 1453 705 744 595 693 1175 805 845 1470 499 1112 1095 784 706 841 638 217 488 1311 1361 1456 651 864 1367 1469 497 42
split_gain=55.0678 54.4654 52.0312 56.6201 43.1283 40.4166 38.7315 36.4854 37.8886 35.5629 33.8245 32.9715 32.8823 34.9156 33.5587 33.1905 32.9883 34.5254 34.8146 32.7428 34.2605 32.1284 31.7429 42.3548 38.823 44.2158 36.5267 38.444 31.1801 30.6016
threshold=1.0000000180025095e-35 0.62821384419828064 -0.77899086806337892 0.43370469085150809 1.215584911221339 1.3025484894158337 2.3732793974093203 0.6215595614394549 -1.4093011143748895 1.4663648571955066 2.0469170832554311 0.99891538979333971 0.256205212906918 1.7555065472646127 1.0000000180025095e-35 1.0000000180025095e-35 0.68286119293183767 1.4606096942095685 1.0218382301814084 3.7799102976457726 3.1716671059802404 0.06350342776528041 1.0000000180025095e-35 3.742879312526544 1.1107569744011787 0.72275257928592751 1.0000000180025095e-35 -1.3184646215665221 2.4192885550665473 -0.48153393212293699
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 6 9 7 8 10 12 29 -9 13 14 16 -15 -2 18 -18 20 -1 -22 23 26 -24 -26 27 -10 -6 -4
right_child=5 -3 4 -5 28 -7 -8 11 22 -11 -12 -13 -14 15 -16 -17 17 -19 -20 -21 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00043711252376881442 -0.000466959372234356 -0.00029679155290893714 -0.0021235022933308138 0.00032214327393206556 0.00039550051066396735 0.00022274397090852178 -0.00083787161001922124 0.00040492305826229615 0.00096296964521094504 -0.00099544851373289185 0.0021835936745060796 -0.00023045613527353131 -0.00052399992957285861 0.001320128569359915 -0.00089004914015744507 -0.00036433491712567511 0.00030637734589211338 -0.0010803711857526534 -0.0006101916536502027 0.0028817194264352431 0.0028521699053559871 -0.0010861375873533626 0.00027210339136586381 0.0016084408095558649 -5.2983804040061138e-05 -0.0016200813839680724 1.3876013584060006e-05 -0.00063351205598296645 0.0017287076386925651 -0.00044891435192208297
leaf_count=39859 16927 41024 1590 11927 18254 11079 4573 32722 953 9286 286 6930 31471 2284 7471 1585 21661 2310 5016 228 469 279 39821 883 5732 1579 23424 18479 1258 2571
internal_value=0 -0.00196419 0.0122231 -0.0533094 0.0305448 -0.06615 0.017009 0.0226332 -0.000802634 -0.0842964 -0.220968 0.0764876 -0.0711382 -0.0357993 -0.0536854 0.17196 -0.0315611 0.0169122 0.0404915 -0.0972144 -0.102667 0.388467 0.00774106 -0.0372993 0.0440877 -0.0954593 -0.0481406 -0.131672 0.124627 -0.278392
internal_count=361931 252841 211817 52762 159055 109090 139543 134970 95318 98011 4447 39652 88725 57254 53385 3869 45914 28987 26677 40835 40607 748 90871 43739 47132 7311 42856 19432 19512 4161
shrinkage=0.0038864


Tree=1130
num_leaves=31
num_cat=0
split_feature=890 407 785 43 332 395 678 728 809 746 728 941 791 1002 1436 1031 21 1319 1458 1079 280 1470 1071 884 671 984 597 873 710 1116
split_gain=121.899 124.348 103.913 77.6278 73.449 102.817 61.8607 59.9243 57.243 96.533 53.41 51.3476 53.9551 54.9886 50.6754 49.7796 45.7439 45.0434 43.0144 42.4512 40.6996 41.8049 40.3707 40.0964 53.2934 39.6425 39.3941 38.6895 38.119 37.6764
threshold=-1.0182342416987082 -1.2965003005540392 -0.86283290253235112 2.2744972866152193 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.9607587081991176 1.0000000180025095e-35 0.69854289147193727 0.60428344764309971 1.0000000180025095e-35 -0.70163543588998201 1.2654799694564189 2.6054386111478895 3.0729769241839433 -0.48871308900289523 -0.91306369923264963 0.69084194168817237 1.0000000180025095e-35 1.0000000180025095e-35 -0.56571559735803401 0.4590488840311347 2.242218440812676 1.8739714802800056 3.0978055213067548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 20 10 4 5 7 29 -4 9 -1 -3 12 13 22 17 -11 25 18 26 27 -2 -22 -8 24 -12 -10 -9 28 -7 -6
right_child=1 2 3 -5 6 19 11 14 16 15 23 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00031655410169195551 -2.8834596346484938e-05 -0.00013876467920694949 2.6052143564949372e-05 -0.00020582107213694279 -4.6571475616674529e-05 -3.4047546122332735e-05 4.8562257506002246e-05 -0.0002717816056569383 9.5540232379683702e-05 5.6209243638177623e-06 -5.3864493167379721e-05 0.00022132120929520326 0.00011051285675982746 -0.00011863789664693486 -1.7395605162388332e-05 -0.00017329301225592128 -0.00010224592928465676 5.967044272691046e-05 0.00031442079714113678 0.00034693713796041714 -2.2583602271872244e-05 -0.00020531822776124808 -8.2389836823282083e-05 0.00018395682108956205 0.00016951615662858674 -6.2768874171154618e-05 -0.00011090183625682106 0.00019404778659961217 0.0001533292323419565 0.00059758488791692701
leaf_count=18058 10206 2507 6713 8263 36557 39800 34314 23278 7987 9258 5833 3414 14896 7287 6546 13250 35517 2166 427 819 5458 21174 6614 11520 4916 12407 7477 2080 2975 214
internal_value=0 -0.0257021 -0.00893268 -0.0254788 -0.018105 -0.0673598 0.0170443 -0.156619 -0.124847 -0.208478 0.118153 0.0519074 0.0387548 0.00592321 -0.198838 -0.119711 -0.0819554 -0.245922 -0.274859 -0.00216098 -0.158986 -0.21278 0.0346904 0.149673 0.0614536 0.00424246 -0.289133 -0.011381 -0.0261177 -0.0546265
internal_count=361931 265454 228616 203840 195577 92281 103296 46607 96477 40566 24776 66525 63111 48215 39894 22508 55911 33348 31182 45674 36838 26632 40928 22269 10749 20394 30755 44855 42775 36771
shrinkage=0.000773033


Tree=1131
num_leaves=31
num_cat=0
split_feature=470 464 115 789 626 718 601 869 1467 332 909 754 981 699 211 1466 806 1451 1430 830 409 381 1464 639 513 980 917 1463 1002 1456
split_gain=53.956 81.0835 51.3721 48.6024 47.6589 46.101 49.3553 39.4819 36.9013 36.315 33.4901 32.9959 32.7515 32.6619 36.9242 32.3289 36.9309 47.1505 36.8363 32.1076 33.9678 31.9341 31.9166 31.7546 31.1874 39.9214 49.6716 30.6456 30.5118 30.1934
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3947035982071894 1.1248358748350926 -0.32621035539257243 1.0000000180025095e-35 1.0000000180025095e-35 -0.57653763495970078 1.4788072840855835 1.0000000180025095e-35 1.8548472908116371 0.58202745711681114 1.4412024317739813 0.83370668724566843 -0.71354719356574081 0.51364500316626394 0.53322213276968733 -0.0066164517430368063 1.4660437873930479 1.272187053832279 0.96281525827728831 1.0000000180025095e-35 1.4925201905101055 -0.58249728456246441 0.5265745529457686 2.816971477832896 0.80237322414116985 0.86054784576273324 0.69854289147193727 5.6068634316437889
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 22 6 8 28 9 11 -7 -1 21 14 -9 19 18 -18 23 20 -3 24 -2 -17 25 -5 -27 -10 -6 -8
right_child=3 15 -4 12 7 10 29 13 27 -11 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00041454349000614516 -0.00015401624761995203 -0.0001152972048965134 -0.0014009153241530143 -4.033029699270183e-05 0.00068789876072799041 2.1319193583112817e-05 -0.00096032920373598381 0.00055499314064080666 0.00010603547127689103 0.00054683146042105112 0.0018194987706523862 -0.0018379126313894981 0.00047459337356910354 -0.00028871432789854141 7.3870252631568276e-05 0.0005741525328660606 1.9648269875719251e-05 0.0019047906255258221 0.0012845946552682923 0.00039135862810832774 -0.00076739225238282621 -0.0008466234097132797 0.00053212640401471519 -0.00043108084219831616 -0.00078425577735292604 0.00075818632747736499 0.0085784904905443701 0.0024077185393778793 -0.00026927299903558276 0.0038515609049235007
leaf_count=29225 64373 56520 8797 12912 15112 9239 24148 14663 1768 3051 924 2914 3064 12935 46603 3394 1849 1924 1440 8264 8827 8773 5087 7547 4957 195 72 641 2606 107
internal_value=0 -0.0511573 -0.1178 0.00531018 0.0198855 -0.0983415 -0.126992 0.0509113 -0.0740305 -0.0961084 0.0571119 -0.124728 -0.0768206 0.0285685 0.0484886 -0.00922332 0.0777507 0.260305 0.0190554 -0.0300958 -0.0474502 -0.104052 -0.0246631 -0.0272525 -0.0497995 0.0088157 0.825336 0.212196 0.13785 -0.233618
internal_count=361931 170579 80814 191352 161379 72017 61854 91919 37599 35190 10163 32139 29973 74201 61266 89765 16154 3773 12381 73611 65347 26909 69460 10941 18136 13179 267 2409 17718 24255
shrinkage=0.00396413


Tree=1132
num_leaves=31
num_cat=0
split_feature=1431 1150 1425 1430 21 1462 852 728 924 677 1392 651 705 810 1296 972 576 1078 909 741 156 81 1466 147 64 685 626 156 1305 264
split_gain=53.593 46.2449 39.2546 37.175 36.9389 80.5863 37.2539 47.8529 47.1684 48.6104 47.388 43.768 41.3744 43.0879 42.2787 39.2173 37.3941 35.6095 44.7597 34.1515 32.5895 38.559 34.8451 32.2024 31.4694 41.5998 30.8261 30.3403 30.1186 33.9977
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.54622893720785959 -2.9709283393608152 0.64216061943476632 -0.22706799479215015 -0.49008176997875957 1.8999064755685127 0.66908448271462528 2.9280792035624037 1.1107569744011787 0.46179839519273613 -0.65819684525605759 -0.43652631067203845 1.0000000180025095e-35 0.66546334935299256 1.0000000180025095e-35 1.0640967373580532 1.1074222290854283 0.52458311074900565 -0.58492765455800277 2.2763907064872897 -0.2761784832169854 -0.27738331201775651 1.0000000180025095e-35 3.0960803466692419 -0.53450345282444267 -0.66537623572488702 0.38646845251715672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 20 3 23 5 -1 7 16 9 17 -10 19 14 -14 -8 -15 -6 18 24 -11 21 -2 -22 26 -9 -26 -3 -18 -23 -30
right_child=1 2 -4 -5 6 -7 12 8 10 11 -12 -13 13 15 -16 -17 27 -19 -20 -21 22 28 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0039084165177224591 -0.00023205505795722122 -0.00035896601049493056 -7.5899073491454417e-06 -4.3217402184807257e-05 4.9954471535254571e-05 0.0024646332891983345 -0.00021830985640809402 -2.3852848878593342e-06 0.00030417862219379529 0.0001369926069694729 0.0037932260681690626 -0.00062223541790202717 1.9084642857998322e-05 0.00054244562146598806 8.6598228172605904e-05 5.8921392248865022e-05 0.0016347066697559407 -0.00072356808132702927 -0.00076659250923330632 0.0014190824867005892 -0.00041418635573943447 -0.00012471989729269899 0.0013530610046754202 -0.00081530308380471813 -0.00019456241470142005 -0.0011308300904066576 0.0029085755298303975 0.00035182563556050987 6.0668122200718392e-05 0.00052419942909672033
leaf_count=89 26098 12839 12136 7214 14569 448 30838 20836 4924 11114 134 2946 25263 17596 49909 10242 1010 11637 6415 880 16057 17270 456 17912 7953 3584 154 1986 20344 9078
internal_value=0 -0.0548364 -0.117994 -0.161165 0.00321021 0.530548 0.00165155 -0.035757 -0.0640523 -0.0812002 0.146683 0.0225727 0.0238764 0.0690665 -0.00869557 0.12766 0.0655132 -0.120008 -0.0889632 0.078535 -0.0250946 -0.00514316 -0.122688 -0.205499 -0.0532353 -0.154959 -0.110276 0.278177 0.0317465 0.0748539
internal_count=361931 139558 50255 38119 222373 537 221836 87988 70423 65365 5058 14940 133848 53101 80747 27838 17565 50425 38788 11994 89303 72790 16513 30905 32373 11537 12993 2996 46692 29422
shrinkage=0.00288765


Tree=1133
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 727 539 278 923 784 694 471 21 146 1453 813 21 1051 1175 526 332 578 928 353 1247 61 1463 1455 1384 340
split_gain=121.796 94.0271 74.9291 64.396 59.6491 59.4404 73.5395 56.6166 56.0477 52.2445 43.2865 42.0662 46.9096 46.0499 48.3353 41.3415 38.5757 38.1786 38.1259 37.7768 34.7185 34.4967 33.6076 38.4953 33.5723 33.4512 33.3823 34.0006 37.2031 33.0011
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 1.0000000180025095e-35 0.6695026854463163 -1.1833072469291228 -0.86449023226567734 0.9594655836162902 1.2342127532274445 1.0000000180025095e-35 -0.89074317784588486 3.0783482178314734 0.058091628562482463 2.1641256470006294 1.0000000180025095e-35 3.5926503781727646 -0.31923240808069592 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -0.97827964681891932 0.63280207191488913 -1.1986830121318872 1.0000000180025095e-35 1.8538152441063134 0.17050930080231044 -0.60976875610294223 0.54703477416996305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 21 10 8 25 -7 -9 -2 12 13 14 -3 20 29 22 -11 -14 -13 -1 24 -24 -10 -5 27 28 -16 -6
right_child=1 11 -4 7 16 6 -8 9 17 18 -12 15 19 -15 26 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00019689006505205597 9.8744992572340957e-05 -0.00012877210498326948 -0.00010483180797552631 -3.940660077430538e-05 8.6409606954254264e-05 -0.000357324935664034 1.3739026431845307e-05 7.7998090036033301e-08 0.00047837921163903716 -5.4896839099911718e-06 -4.6349825746088036e-05 -0.0001220688028124718 -0.00012704314108217038 0.0011583022419901223 0.00022685185328595313 0.00027097786240518952 0.00019121706611227655 0.00073735241599282735 0.00013737476574128936 -0.00026796678737155035 -6.0089942565763567e-06 -4.873192203610623e-05 -0.00016326022261494729 -2.4217115168596338e-05 -2.4715207744655578e-05 -0.00024418296124885874 0.00049411809237337456 0.00023583702192145735 -0.00026633492699631122 -0.00020152641906580275
leaf_count=1537 9356 8643 35150 6473 5708 2982 13234 86616 429 7203 13873 17673 40489 80 781 1056 10115 142 12932 10755 16200 11014 27308 7298 5202 4239 598 1786 1874 1185
internal_value=0 -0.0580304 -0.0358274 -0.0206823 0.0832458 -0.0706365 -0.110567 0.00997022 -0.161625 0.0232263 0.0224457 -0.123562 -0.163424 -0.0278131 -0.0423414 -0.059036 0.166491 -0.13905 0.116929 -0.197642 -0.0749263 -0.0230879 -0.143648 -0.171902 0.0162762 -0.153903 0.145415 0.0646963 -0.131187 0.0475606
internal_count=361931 332372 232437 197287 29559 79824 56595 117463 43361 106751 23229 99935 65006 13762 13682 34929 17008 40379 20135 51244 33873 12551 40237 34606 5631 10712 5039 4441 2655 6893
shrinkage=0.000757875


Tree=1134
num_leaves=31
num_cat=0
split_feature=50 56 789 1357 519 727 382 1470 1113 450 620 652 871 821 1456 831 907 548 907 65 651 1450 187 900 278 1364 74 71 969 1178
split_gain=53.5585 88.6222 42.5724 49.2623 46.0437 54.3829 43.6807 42.1482 40.8889 36.3332 39.5003 36.2832 35.5655 35.6352 38.7345 34.8683 34.5328 33.2692 35.2753 33.1153 35.71 33.2526 31.9049 36.0864 31.7355 31.4994 31.73 33.4551 33.2972 31.5615
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.3962008022525787 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 0.52480168423610773 0.69231615738246322 0.16760437365778322 -0.98896428961744431 2.4008401756919917 1.0000000180025095e-35 3.384329501078513 -0.46981129979244968 -0.78786109835250706 1.6327850790471963 2.2320753679015559 1.3605314985471562 1.1107569744011787 1.2758925700186299 3.6202434146685052 -0.70941819665949968 -0.51766954070046467 2.6312099436705174 -1.8944378580611436 -1.0683321959445575 -0.83870271424046583 0.060150514790486227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 8 -6 -7 -1 11 10 17 -2 13 14 15 -3 -13 -4 -19 20 21 24 -17 -24 -9 26 28 -28 -15 -29
right_child=2 12 9 -5 5 6 -8 19 -10 -11 -12 16 -14 25 -16 22 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.00026864459406935817 0.00049545429492202885 -0.0006545230088568642 5.1511546303016268e-05 -0.00037971909897884453 -4.7636850169375128e-05 0.0017277546909297062 0.00042920243874395512 -0.0010587847443700952 -0.00016812985752197537 -0.00088614335455217694 -0.00056647868070508652 0.00034499252295522428 -0.0010584173492137502 0.010528354264611302 0.0015972244003240104 -8.4331998509496579e-05 5.6579662963801645e-07 0.0014071454809212345 0.010969063113828325 -0.0010001107263855886 0.00025868111026435762 0.00025647212146859678 -0.0035159750771295161 0.0097418510620785066 -0.00045212843644434393 -0.0013327661653474657 -0.00057353443547047836 -1.7555397013169807e-05 0.0016867768829879463 0.00036369468300169607
leaf_count=4567 13978 13993 9321 16741 4304 2682 2814 12203 37123 5062 7763 22759 3137 36 677 17793 73847 963 25 16146 4357 3995 27 47 32824 929 4535 25884 118 23281
internal_value=0 -0.050252 0.00616309 0.0178748 0.028877 0.164604 0.296123 -0.12431 0.0186763 -0.0824966 -0.0362747 0.0388571 -0.00832849 -0.00151657 -0.0681539 -0.0818038 0.0233793 0.0507993 0.470426 -0.144824 -0.11835 -0.14237 -0.0174082 1.58064 -0.164802 0.0285214 0.0349432 0.0323792 1.05961 0.0468338
internal_count=361931 164549 197382 174248 157507 9800 5496 74092 147707 23134 18072 110584 90457 87320 32537 31860 96606 10309 988 69525 53379 49022 17867 74 45027 54783 53854 53700 154 49165
shrinkage=0.00359044


Tree=1135
num_leaves=31
num_cat=0
split_feature=1430 1160 884 809 800 1015 737 1014 1437 1469 986 1458 1467 1100 138 525 1436 203 1030 0 1316 821 816 906 625 1456 21 1462 1447 77
split_gain=52.1117 105.973 48.4855 46.9747 46.044 40.3019 39.7118 45.2064 38.4924 38.1768 44.7982 36.5732 37.5465 35.8194 32.5525 32.2262 31.4808 31.1253 33.3182 32.2472 30.8884 30.7273 30.6294 30.0719 30.2659 29.6073 34.0795 31.1316 29.4714 29.4543
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66905551989196432 1.0000000180025095e-35 -0.57812715656594349 1.2191568012335126 1.0000000180025095e-35 1.9117660652834578 0.72713696786055593 -1.2673214316849539 -0.72236542271953108 2.705011497421657 2.0795777984847859 1.6293515030253838 -0.73249580233880873 1.0000000180025095e-35 1.0000000180025095e-35 1.3520813746060025 3.1318079529964766 2.5287934922252693 -0.70709794100245082 -1.3373200915743719 6.0906794990390116 -0.59522218321654385 1.5043620824238688 1.0000000180025095e-35 -2.5927128554490095 5.1927706197595649 1.7392389400210897 -0.042092154066246508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 13 9 7 14 17 10 -1 16 15 -2 -6 -13 22 18 19 23 -12 -4 -11 -3 -25 -8 -27 -28 -5 -21
right_child=4 8 21 28 6 -7 25 -9 -10 11 20 12 -14 -15 -16 -17 -18 -19 -20 29 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0017228704269996124 0.00033298240086362984 0.00026519407162614291 -0.0023605035353463657 -0.0002635630979144055 -0.00042884959465730417 -0.0015531140007238337 0.00015465421392874836 -0.0010288970528485319 0.00028496910310224163 -0.00084607465206647638 -0.0021153590559532085 0.0030954892367159167 0.0043970393690156004 -0.00047604014919927831 -3.2559214683105966e-05 -0.0012296180223635462 -0.00019823146456092095 -0.00047407099094570857 -0.001146689870555334 0.00015435952918832577 0.00013447456380701701 0.0011986823368599208 0.0026248518577490733 -8.3093429963659253e-05 -0.0010518572955811533 0.0033257782086536427 -0.00026465853496614232 0.0065269848220063766 0.00074641394935851934 0.002768060554494915
leaf_count=765 33717 15590 216 20166 17462 6215 66135 4068 19307 37002 495 160 147 4095 54673 411 7515 14280 2145 581 1637 1300 112 31460 2493 133 17515 27 1672 437
internal_value=0 -0.0485912 -0.122847 -0.134285 0.00696521 -0.181478 -0.0100323 -0.0470551 0.000744852 -0.160266 0.0720417 -0.184567 0.332083 0.0737623 -0.0349906 0.0265812 -0.19613 -0.0268671 -0.00453726 0.00514684 -0.0955446 0.244264 -0.233733 -0.00294169 -0.0406693 0.023148 -0.0603961 -0.070377 -0.0453981 0.388596
internal_count=361931 164106 77813 76297 197825 54459 160013 76203 86293 48244 2897 45347 718 37812 72135 571 44629 66986 52706 50561 2132 1516 37114 49543 33953 83810 17675 17542 21838 1018
shrinkage=0.00352004


Tree=1136
num_leaves=31
num_cat=0
split_feature=785 67 21 608 809 1028 544 185 203 422 497 941 728 1436 892 1458 1386 689 541 813 280 507 1154 953 666 872 967 981 1452 395
split_gain=155.426 104.527 93.652 88.0032 86.756 84.0008 64.3765 61.0079 50.0009 48.6794 52.7126 48.6405 45.8699 44.284 40.7245 39.8903 48.7105 38.0344 37.913 50.7112 37.3421 36.6965 36.4603 40.0735 36.3889 35.4615 34.0083 33.2065 32.9512 32.7765
threshold=-0.86283290253235112 1.0000000180025095e-35 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 1.0000000180025095e-35 0.45051850460492232 1.0605395091208547 -1.285241857988711 2.0895063784560848 1.9607587081991176 -0.49008176997875957 1.0000000180025095e-35 -0.27465669603247284 0.14920255515092884 0.34499363462991639 -1.1110989058077336 -0.55676187874653171 2.1641256470006294 1.5208554907548109 1.0941628986121894 1.0000000180025095e-35 1.0000000180025095e-35 2.2575337098986954 3.0757328524286596 1.4952865769287931 1.5547011264505639 -0.019475121477309683 0.66415532897360485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -4 22 9 13 24 20 18 21 -7 -15 16 -9 -14 -3 -20 26 28 23 -1 -5 29 27 -11 -6 -19
right_child=1 11 3 7 12 8 -8 15 -10 10 -12 -13 17 14 -16 -17 -18 25 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.4226528910104387e-05 0.00059507156623271986 2.9709151672752296e-05 -0.00037330026881687725 -0.00023963069990696757 -0.00010860407299839587 -0.00018984475193983496 -5.3244418399526621e-05 3.4475900380578164e-05 -0.00031085884616169059 -6.1804269920567471e-05 9.1539206892827041e-05 0.00014600224737188264 2.8398431201979882e-05 7.7127028013529954e-05 -0.00018425170704842997 0.00011639747041580468 -0.00015661914898517631 -0.00018471423808901893 -5.4829384206946571e-05 0.00020023750844009387 -0.00021111053415499053 0.00027338537272654165 0.00020759114743568015 0.00016142259624432121 0.00077519394564205932 0.00039187603007885053 -0.00019431815710082718 0.00010084583731764826 0.00010972243056249134 -6.68302021565447e-05
leaf_count=5337 575 32343 17230 8496 6087 15389 8361 14433 9077 59278 6074 5528 6197 6171 3755 9315 6717 25228 61039 2450 6968 1490 9876 5985 112 360 6570 4025 3833 13632
internal_value=0 -0.0639952 -0.0931997 -0.0959432 -0.151127 -0.241695 0.095107 -0.0582379 -0.178912 -0.0872976 -0.0725986 -0.00886237 -0.0953304 -0.127062 -0.0146053 0.0253156 -0.0287513 -0.130443 -0.0206634 -0.0526218 -0.0894203 0.0276435 0.15491 0.075473 -0.264942 -0.158442 -0.074874 -0.0599367 -0.0243586 -0.166455
internal_count=361931 332372 231012 230437 108449 51622 29559 121988 34392 91523 82915 101360 56827 25315 9926 30465 21150 45417 95832 63489 76841 11410 21198 11322 8608 39220 69873 63303 9920 38860
shrinkage=0.000836755


Tree=1137
num_leaves=31
num_cat=0
split_feature=1371 1431 1454 785 21 407 1458 1463 1468 1465 1452 1453 1454 21 1460 713 1457 21 1464 1459 967 1454 1463 1453 1465 1468 665 678 1450 1451
split_gain=51.7749 47.7319 47.8377 44.0835 54.4262 62.2956 59.9768 55.1781 77.6318 73.4548 75.1825 53.1655 52.3919 52.1798 55.4372 49.994 47.3095 47.6493 51.1135 47.4228 46.25 46.864 53.2831 45.4253 43.6358 43.4498 42.8241 50.5826 42.7161 41.0028
threshold=1.0000000180025095e-35 1.8641952677858011 -1.0640499357927207 -0.86283290253235112 -0.70163543588998201 -1.2965003005540392 0.20667703603638712 0.27735576329560918 2.7220206540297416 -0.39106007498614315 1.0409243383084115 -0.14756540052680775 -0.610586402940409 -3.2545899522946695 1.0012333990267608 1.0000000180025095e-35 1.9381496379694476 -1.0798509198017876 0.8583001730456562 2.1427118175381636 0.32606639426463346 -0.91909735138557946 -0.36518545592167084 0.32774520349467018 0.48890525498502457 2.8970362673674974 3.0858555402564884 1.6243751288565669 -0.35950514493807501 0.4613173122914726
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 6 -6 13 9 -9 11 -11 16 28 -5 -15 -4 17 19 -19 -8 21 22 23 -7 -12 -10 -23 -28 -13 -26
right_child=-2 -3 3 4 5 20 7 8 25 10 24 12 -14 14 -16 -17 -18 18 -20 -21 -22 26 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-0.0023126478026412921 -0.00027685641034419023 -0.00044723636280273653 -0.00063076502297872671 0.0020326736880061811 -0.00036874440973058833 0.00081190364946077433 0.0022504149922166531 -0.00020624559630005756 0.006791956617491649 8.5872929858416295e-07 0.0048613955916766661 -0.0014393206607539503 0.0013316936739027427 -0.00013894617175896733 0.00073923613036606082 0.00034570147758848153 -0.00093504284724201317 -1.665597627698908e-05 0.0035597558219894639 -0.0011058561739749348 -0.00025821465646935776 -1.7514819788720454e-05 -0.00025463092555428354 0.0028830245965767412 -0.00080584530347347326 0.0015659344149278598 0.0011339921157383569 -0.0023519542372297019 0.0040768467665282561 0.0019830086472183059
leaf_count=497 48317 14724 2581 468 34931 2113 1334 8512 56 9241 137 105 2007 40637 3528 22604 731 2174 163 216 34052 126540 1695 471 334 446 1975 177 462 703
internal_value=0 -0.00619758 -0.000762134 0.000286985 -0.00852733 -0.0265925 0.0476624 0.129105 -0.0130917 0.201766 0.0771263 0.36851 0.601757 -0.00879319 -0.0186754 0.0847502 0.217742 0.315138 0.100735 0.601721 -0.0106232 0.0070236 0.23277 0.421202 0.560884 0.760597 -0.000340547 0.285427 1.15866 0.412007
internal_count=361931 313614 298890 298393 273208 201954 71254 26621 9014 17607 10415 7192 2574 44633 44165 25185 4618 3887 2337 1550 167023 132971 4279 2584 1174 502 128692 2152 567 1037
shrinkage=0.00300432


Tree=1138
num_leaves=31
num_cat=0
split_feature=129 785 652 727 1315 746 1016 766 1152 1106 1229 21 565 536 775 21 915 1052 1107 291 21 1092 486 706 1028 457 728 779 1184 1255
split_gain=50.9164 46.5704 45.7074 43.9135 43.2694 39.8976 68.302 43.2443 35.2717 34.7279 34.566 33.7499 36.4621 39.8937 37.1937 33.6102 33.0984 32.3403 32.0646 34.0563 31.6326 35.61 32.3102 31.3674 31.1989 30.7822 30.3315 30.3136 33.7071 30.2923
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.55024281929118113 1.0000000180025095e-35 1.5672501076390903 1.0000000180025095e-35 1.0000000180025095e-35 1.2383031884891238 1.0000000180025095e-35 0.63698445253339553 1.0000000180025095e-35 0.81122649975724037 -0.090355701517677342 1.370997289229714 2.7520867491323169 -1.6471741456694959 2.7426248176670414 -0.26988876675265433 1.9154540409428416 2.429105911618584 -0.32341995197817647 1.0127093791323547 1.352167300425148 0.99377002365102085 -0.96688480048775205 1.0000000180025095e-35 -0.49008176997875957 3.7087191017846313 1.1428006171989575 -1.2188730713060436
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 18 23 5 6 7 9 20 10 17 12 13 -2 -15 -8 -10 -4 19 27 21 -7 -22 -1 -6 -13 -17 -3 -29 -12
right_child=11 2 4 -5 24 8 15 -9 16 -11 29 25 -14 14 -16 26 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00039123918576163018 -0.00080540690143212539 2.1209582899443712e-05 -0.00040969140773420426 0.00052980667021032101 -0.0011575626303074495 0.00017578952710353419 0.001533543976447828 -0.0014525650722441426 -0.00020088528395415455 4.9856668592214611e-05 -0.0023005397090098468 0.00034806333517848069 -0.000164623088470268 0.00025321564695322043 0.0069477000806955087 0.00032284267114676343 -0.0023400221042948334 -0.0012541144186537176 0.0006427100267592836 0.001439902818822198 2.6084363708308303e-05 0.00095772519745584343 -0.00063527990547486586 0.00036240941464716107 -0.00030593161319327411 -0.0012056986931322565 -0.00017920801795424189 0.0018909739288225885 -0.002870101930271866 8.9534100340835118e-06
leaf_count=6422 19530 85088 7469 15204 5476 28246 814 5231 25684 7673 624 5929 19538 1983 48 8101 523 10590 4972 883 36744 3039 4338 4584 8972 1059 36235 785 117 6030
internal_value=0 -0.00556852 -0.0144545 0.079498 -0.0349592 -0.0260658 -0.0681241 -0.161811 0.00139994 -0.129191 -0.183819 -0.091357 -0.122239 -0.199824 0.135868 -0.0146928 -0.0695041 -0.259069 0.0255065 0.0151995 0.0252087 0.0792771 -0.0121947 -0.0182555 -0.166934 0.0488708 -0.0229588 0.0105376 0.413998 -0.0403486
internal_count=361931 313844 287634 26210 195789 181341 82767 37617 98574 32386 24713 48087 41099 21561 2031 45150 26207 18059 91845 86873 72367 31285 41082 11006 14448 6988 44336 85990 902 6654
shrinkage=0.00338335


Tree=1139
num_leaves=31
num_cat=0
split_feature=785 519 181 728 588 728 852 382 727 727 930 784 694 575 1043 647 590 911 921 1049 1469 547 294 1367 1016 862 133 734 578 588
split_gain=128.553 109.309 102.236 89.2025 90.6268 80.233 70.2639 64.1794 61.2815 61.1228 59.5565 57.3306 53.2875 48.1572 44.0474 43.581 102.372 43.4839 42.3369 40.844 39.1083 38.4461 38.3054 37.1804 38.1327 36.7915 37.4377 36.7866 36.4859 36.3187
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 0.71188872395471614 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.2342127532274445 1.0000000180025095e-35 -0.8066570567396022 -0.87782724458594241 0.58895901036483078 0.79328108468708636 0.62154522891879982 1.511805152420109 -1.3263328046252252 1.4078093546699517 0.92159612535094959 1.0000000180025095e-35 1.0000000180025095e-35 -0.97446007815901359 3.1456474086536006 4.1956285434281462 -0.87905496296652397 0.71188872395471614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 -3 7 6 8 13 12 28 -10 14 -2 -5 -8 16 -7 -6 -13 -15 -17 23 -4 24 -11 -12 -27 -22 -1 -14
right_child=1 3 22 4 17 15 11 -9 10 21 25 18 29 19 -16 20 -18 -19 -20 -21 27 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00021257618385774429 0.00011261189784432537 -0.00017833471908852228 -0.00011935069407821861 -1.95417549937767e-05 0.00043405542188006807 -0.00010795255798366444 -0.00011863932045721454 -7.4687359171751516e-05 -0.00019598014132152474 -5.3288193476015023e-05 -0.00026242006122009917 3.3710273181964789e-05 -2.3568901548064547e-05 0.00032407381103877322 -6.3547384829326222e-06 0.00049062378868935854 0.00048282226282986079 6.307634561692645e-06 0.00021558682911035687 -0.0001087272446231278 -0.00012646385228228728 -0.00018143040172572092 -0.00026239873501409381 0.00022965646497582896 0.00020062962856402301 -3.1835143936660506e-05 -0.00045345534885868501 0.00076259686845931156 -5.9960010557487131e-05 -0.00027974814172254453
leaf_count=1537 7988 3824 55516 2912 2790 3725 14514 6655 20011 3660 3037 14698 9471 3819 67943 284 1133 834 4735 684 68681 1040 10426 9109 3199 25426 862 122 11014 2282
internal_value=0 -0.0682207 -0.0802958 0.0709592 0.130538 -0.0611857 -0.037487 0.0553455 -0.0936879 0.0764898 -0.136893 -0.00337974 0.00876764 0.184577 -0.0286026 -0.129847 0.074135 0.410619 0.0962604 0.312824 -0.146734 0.160518 -0.169685 0.187014 0.0744747 -0.0769347 -0.0522426 -0.151228 -0.03082 -0.0922158
internal_count=361931 332372 310854 21518 17694 244912 170967 14070 69077 29559 49336 101890 19741 7415 82457 73945 4858 3624 19433 4503 69087 17008 65942 15968 6859 29325 26288 68803 12551 11753
shrinkage=0.000820348


Tree=1140
num_leaves=31
num_cat=0
split_feature=51 1423 1457 616 830 699 1463 723 507 1457 1467 1457 1462 406 1466 1462 1444 1456 1467 1451 1457 126 854 796 1454 1188 667 797 857 1461
split_gain=50.4556 44.3358 43.5056 46.104 47.9591 45.0203 44.9674 42.3907 50.1866 41.5954 105.886 48.468 76.503 44.3862 43.3385 42.1967 40.6653 39.4455 37.867 37.2307 36.7368 36.4214 35.6501 39.7351 34.4646 40.6205 34.0893 33.972 34.955 33.8207
threshold=1.0111847875080273 1.0000000180025095e-35 -0.17133938114537597 0.57091520978742472 0.70639586890216266 1.0515789206008181 0.06079891412082547 -1.0570063487222232 1.0941628986121894 0.0614850081667929 -0.046647989323654125 0.68635126017805159 1.2919110459314187 1.0000000180025095e-35 2.3341844375848217 1.1404215255430115 1.9251793404521926 2.0994270724704638 3.0124991923077498 -0.16446795582476503 0.7343439707691487 3.4826299468242277 -0.87473648844905705 1.5191488867762273 -0.12591398429191614 -0.0044281724156554755 1.0000000180025095e-35 0.63961785378869596 -0.49205703050329141 0.28084021046779678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 17 8 -1 10 13 12 14 -8 -11 -15 22 18 19 -4 -19 -14 23 -9 25 -13 -2 -24 -29 -26
right_child=26 -3 5 -5 -6 -7 9 16 -10 11 -12 24 21 15 -16 -17 -18 20 -20 -21 -22 -23 27 -25 29 -27 -28 28 -30 -31
leaf_value=0.00010669527669012084 -0.00017048855424247049 -0.00025146713411407684 -0.00023416585517743962 -0.00051316649394259973 0.0003110536460553429 -0.00031101580150025038 0.0011471922102446433 0.00013507190128169631 0.0015455437747786888 -0.00049647575950238071 -0.00032299428028672179 0.00047963706259141815 0.0015242767427566281 0.0031785839962636077 0.0024947048168070035 -0.0021143688149007269 -0.0012221309128333643 0.0017078014622484373 0.0015772974169120291 0.00022652287677249046 -0.0002687814709379148 -0.0068795834633419393 -0.00012606347861753229 0.0018387537441380392 0.0001027988388609773 0.002017538674722881 -0.0006927804582287034 -0.0013378789187396102 -0.00030911227888549397 0.0013669965681065469
leaf_count=11345 34719 62436 28807 19640 24852 14652 2865 6052 1882 10470 2690 2729 1982 1636 349 141 3499 2003 1022 25550 1054 38 56517 1039 7374 2326 20265 3902 8235 1860
internal_value=0 -0.00472634 0.00779591 -0.0187444 -0.00362344 0.040775 0.057811 -0.0277335 0.0840919 0.118699 0.261348 0.0796227 -0.0199315 0.453838 -0.0981271 0.716505 -0.0479723 0.0197288 0.00588713 -0.00267853 0.258584 0.347152 -0.038123 0.105624 0.162737 0.307951 -0.0846829 -0.0543519 -0.164061 0.0883927
internal_count=361931 306947 244511 136963 117323 107548 92896 92471 13227 34460 7332 27128 12839 4642 10819 1777 79244 58436 55379 54357 3057 2020 75745 7091 14289 5055 54984 68654 12137 9234
shrinkage=0.00396413


Tree=1141
num_leaves=31
num_cat=0
split_feature=785 125 50 1470 56 544 1076 519 728 57 933 566 382 1249 543 1011 651 529 279 476 590 1388 1465 113 556 21 645 1154 953 713
split_gain=142.389 104.95 121.168 68.6198 72.7411 64.4865 63.1397 60.7232 88.451 65.8196 54.8092 58.0954 54.9157 42.7916 42.4445 42.4187 42.1459 40.4762 40.1884 38.9179 38.8993 38.6826 38.5871 41.1346 45.3829 38.6473 38.7491 38.2664 45.7816 38.2246
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 -1.3072861918153278 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 0.72527224708021132 0.68806224955729689 1.7115451368606267 1.0000000180025095e-35 0.98566291349479285 1.0000000180025095e-35 3.1117664249846109 1.1107569744011787 1.0000000180025095e-35 -1.1438953002515546 -1.316508667510939 -0.67541201360492764 2.3422194059015995 2.3195887819936725 1.0000000180025095e-35 0.37697990294493156 -0.70163543588998201 0.66777575187080795 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 16 27 15 9 -9 18 11 12 20 14 -6 21 29 19 -3 -8 -10 22 23 24 -4 -25 -27 28 -1 -5
right_child=1 7 6 4 13 -7 17 8 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-5.3353737760575798e-05 4.4623989277066857e-05 -0.00018179995550462042 -3.6339783405198113e-05 -8.6585873547175417e-05 -3.7384168106995372e-05 -5.3563502553466563e-05 -0.00016045486383022546 -0.00018811593181613425 -0.0001037718641687345 8.697119827796038e-05 -5.1696300624888543e-05 0.00048010403814313722 4.6660115300921927e-06 -0.00020126011917388201 -0.00021994793468126884 0.00024081396355939472 -3.3788606566250877e-05 -0.00014892199350678321 -3.0580475037611862e-05 -1.8456632269327102e-05 0.00032120319565423239 0.00016414496075007771 0.00015984187512587273 7.7599718056050993e-05 -0.00016280431172006324 -5.170006459584254e-05 8.6229598188014927e-05 0.00017974212637795832 0.00014164460939659434 -0.00022125994319094144
leaf_count=5337 6485 5922 28072 9449 32685 8361 7736 2206 592 9877 2437 1378 3354 8113 5189 1413 5378 20768 43828 22833 3486 2576 2549 13074 10902 28037 5970 9876 5985 48063
internal_value=0 -0.0656917 -0.0893333 -0.15268 -0.170041 0.0864852 -0.0497276 0.00258494 0.123825 -0.0273651 0.194648 0.269029 0.198242 -0.10612 -0.0764089 -0.0174288 -0.23629 -0.115512 -0.0613514 -0.0668016 0.354373 -0.0236605 -0.0317408 -0.0399904 -0.0925605 0.00268656 -0.0348463 0.146369 0.0651153 -0.262475
internal_count=361931 332372 259292 115362 108877 29559 143930 73080 13453 59627 11247 8810 7432 45987 37874 92593 62890 51337 49750 30569 4078 91180 88604 86055 38974 47081 34007 21198 11322 57512
shrinkage=0.000743015


Tree=1142
num_leaves=31
num_cat=0
split_feature=50 194 1470 789 1357 519 727 382 461 0 747 271 608 1450 733 958 51 1043 476 748 1469 254 450 381 513 528 734 1465 620 1464
split_gain=50.4879 84.901 40.8529 39.5823 44.2707 42.6121 49.8499 39.942 38.2864 41.9796 36.3418 35.8804 36.0902 35.9062 35.8337 36.4645 35.7262 33.7147 33.4429 33.5068 37.4971 33.1715 32.9627 36.9338 36.1046 32.7202 35.0515 33.9571 32.6142 32.0638
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 1.1248358748350926 1.3962008022525787 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.012397584012679904 0.34871943973277292 1.8295593016215455 0.66665475971017707 5.5426090097491345 1.0000000180025095e-35 1.313041538630376 1.8613588887694643 1.6331856374152967 -0.70335058585943822 -0.55983428269634117 0.39286519370133877 3.3238828776040195 0.69231615738246322 1.0000000180025095e-35 1.0454229551509682 2.2656037075080699 1.0000000180025095e-35 3.116712650924125 0.16760437365778322 1.5993600128483978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -7 -8 9 29 -3 12 13 16 15 25 17 21 -17 -20 -21 -4 23 24 28 27 -27 -10 -5 -2
right_child=3 10 11 22 -6 6 7 -9 14 -11 -12 -13 -14 -15 -16 18 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00078324790946292429 -0.00031349749930279327 -0.00014659881601695836 -0.00053055837266991314 0.00073948285870859183 -0.00035458504443504932 -3.7826728278236179e-05 0.0016645231718051075 0.0004208204075758687 0.00013270974376096284 0.00015396841007452554 0.00018468046272261026 -0.001396755559603346 0.00070030420017916427 0.0031126492585948303 -0.00018100023800594783 -4.2825631760318983e-05 -0.0015582520732868 0.00048805928206573969 0.00037291496338061884 0.002277001696843764 0.00020234704397097499 0.00094631584902679633 -0.00084428711326781222 -0.00060334703371312068 -0.00075106585093845596 -4.1647968947686522e-06 0.0019605765266970765 0.0014318889436702015 -0.00021313643475210641 0.0006096387570311626
leaf_count=1539 35323 61425 56822 5545 16741 4304 2682 2814 56427 27531 28911 5543 1920 150 16699 2242 4226 2898 1689 1765 742 1115 5062 6419 2217 859 1099 1076 3891 2255
internal_value=0 -0.0474603 -0.12133 0.00738072 0.0186811 0.0291073 0.159843 0.286009 0.0192921 -0.0207438 -0.00707541 -0.133293 -0.118853 -0.131354 0.0502517 0.0706881 -0.13542 -0.121838 0.224376 0.325823 0.480488 -0.13736 -0.0781978 -0.034208 0.0397954 0.0543016 0.31117 0.044566 0.100183 -0.0697257
internal_count=361931 164549 74213 197382 174248 157507 9800 5496 147707 65109 90336 72674 67131 65211 82598 65899 65061 60835 6438 4196 2507 57937 23134 18072 11653 59461 1958 57503 9436 37578
shrinkage=0.00359044


Tree=1143
num_leaves=31
num_cat=0
split_feature=557 1147 56 188 1470 1431 773 74 497 705 1043 800 723 703 566 791 840 797 830 990 1435 1292 1116 962 417 858 507 1272 902 1457
split_gain=49.401 50.3819 48.3488 91.753 52.6247 52.5197 49.6063 41.625 41.5904 41.2827 39.8671 39.7784 44.3445 51.4503 43.8051 40.9293 40.4127 51.3819 45.0236 44.3003 40.8054 39.4532 37.9487 39.3354 37.8605 35.9315 35.5573 35.5248 34.81 34.2131
threshold=-0.89608261094484942 2.3776019160615971 1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 1.8641952677858011 1.0942413307214649 -0.61362673420877045 2.2206245932530155 1.1127958408538023 1.6331856374152967 -0.57812715656594349 -1.0570063487222232 -1.3989222878302801 2.4597361361669212 1.4161025625550929 2.2007510576511109 0.63961785378869596 0.30768396005879195 1.09266583130301 1.0000000180025095e-35 1.0000000180025095e-35 2.9156931588094528 1.3714217264408297 1.9669713741443164 1.0825608069246189 1.0941628986121894 1.0425293070791588 -0.91697708421806057 0.65078176182541914
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 7 -4 6 8 -2 11 25 22 -6 13 -13 16 26 18 -18 20 -20 -14 -3 24 -24 27 -10 28 -1 -15 -5
right_child=1 21 4 29 5 -7 -8 -9 9 -11 -12 12 14 15 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0005983938510418054 -0.0010117054817986913 -0.001483946545629701 -0.0018825405975610708 -2.9028065386408396e-05 0.00042863015369611963 -0.00069332642363569951 -0.00021922194804190046 -0.00031939492100552805 0.00067406759424811684 0.0018082939883318141 0.00046566313939547444 -0.00054779521753051087 -9.6035073296755599e-06 0.0018651879486306971 0.0011481847968621704 -0.00044496181121982543 9.3075348588317526e-05 0.0020007177940781049 3.0290878692750129e-05 0.00095314926088109866 -0.00052454380541168747 -0.00018096146380150099 6.9017755127872809e-05 0.0045619093495186894 0.00052991353538192273 -0.0012511876512891441 0.0020048923471918264 0.0001517876316989278 0.00047120603667724447 0.00046858379952741802
leaf_count=43323 13013 4814 847 60046 28655 7008 22615 48670 4888 1939 4650 3044 23529 1452 1918 1889 2774 1215 23005 4023 22345 5135 419 235 3181 716 1451 6007 7438 11687
internal_value=0 -0.00365243 0.000910527 -0.0339975 0.0246821 0.0276646 0.035061 -0.114281 0.0513644 0.198721 -0.0808341 0.0413674 0.019538 0.123801 -0.00164352 0.18112 -0.0104788 0.189031 -0.0229771 0.0450248 -0.0663886 -0.188597 -0.101465 0.441773 -0.109464 0.11238 0.230798 -0.127361 0.178524 0.0144221
internal_count=361931 304116 294167 133416 160751 159904 152896 61683 130281 7543 57815 122738 94083 15274 78809 12230 76891 3989 72902 27028 45874 9949 53165 654 52511 5604 10341 49330 8890 71733
shrinkage=0.0038864


Tree=1144
num_leaves=31
num_cat=0
split_feature=1447 131 43 1097 1303 705 1470 271 83 1449 21 1465 1469 1452 710 423 1450 1450 227 1464 801 1430 1458 1457 1467 544 1470 1470 809 1452
split_gain=48.6812 54.4509 47.5973 48.2994 48.5169 45.0468 43.9211 41.834 42.5874 38.7338 43.0024 39.3409 55.5929 62.9203 57.0939 44.2261 41.0347 59.2027 38.2898 38.0797 35.7394 35.1311 35.0304 34.89 33.2557 32.8685 36.8675 32.4594 41.7995 31.4993
threshold=0.74484333252909696 -1.2826351221583661 2.2744972866152193 -1.2571877020351898 1.7160994611581364 1.5025377326640457 -0.96431262326839773 1.8295593016215455 0.31361558646046506 0.6853839265082079 0.43301101584543472 -0.45749305878403218 -0.91718728557267903 -0.66449101068362226 2.1428914966140451 0.74301777969544813 1.1586251407167096 1.6244443836513758 1.1614306413963524 -0.46204076373648789 1.4302281316754546 1.0000000180025095e-35 -0.19179933198544472 3.1272900881009673 0.87364641284023914 2.6514837985069826 0.084319207001526189 0.28143045329286537 1.0000000180025095e-35 0.31080832553362553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 6 7 -3 8 9 10 11 12 14 16 22 -13 -14 -18 23 25 -9 27 24 -1 -5 -15 -27 -12 -29 -16
right_child=-2 2 -4 5 -6 -7 -8 20 -10 -11 21 15 13 19 29 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00026606175335692974 0.00016010149127670593 0.00034012320645200904 -0.00067403192017812072 -0.00091883031695634998 -0.0013935303373008229 0.00060717377547161544 -0.00038606152095413453 -0.0006387456000360712 0.00020512790128797642 0.00027956477245624453 -0.00030280127361486384 0.00032850628637885645 0.00013119422934741636 -0.0013209933808799193 0.0008930550260674812 -0.00043111308883258143 0.0054477626908752312 1.7213392731079753e-05 -0.00082843246935618568 -0.00032650875836272525 0.0016503326507811514 -8.5289827906790707e-05 0.0010887152364931051 0.001124772394794281 0.0022923191435872846 -0.0011483685946261141 0.0066777102733273199 -0.0013217955152957917 -2.2623934134563803e-05 0.0054678483475723936
leaf_count=58114 52887 7876 10142 1625 3382 7827 30245 10730 55248 17009 13570 27079 2686 6439 163 6480 210 270 11057 7172 522 18984 1574 1093 204 116 62 6946 2053 166
internal_value=0 -0.0257346 -0.0106489 -0.00484184 -0.084797 0.00863711 -0.0600573 0.00131753 0.00907212 -0.0163613 -0.0344037 0.00770788 -0.0719163 -0.131815 0.164463 0.0539215 0.148055 0.723602 -0.0886299 -0.203584 -0.145765 -0.0878047 0.0752902 -0.0643593 -0.139722 -0.339172 0.671379 -0.152861 -0.26611 0.971042
internal_count=361931 309044 238780 228638 41503 187135 38121 179308 168056 112808 95799 54246 20687 16955 3732 33559 3166 480 70264 13789 11252 41553 3403 59207 1829 6617 178 22569 8999 329
shrinkage=0.00359044


Tree=1145
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 727 921 726 890 795 618 471 21 146 1453 813 981 747 566 1470 927 990 21 332 1178 376 526 1453 1055 623
split_gain=123.643 100.94 69.7352 65.0373 68.5213 59.5755 57.9185 44.5058 44.103 42.2428 46.1325 41.8796 44.8285 45.5801 45.4135 41.9715 39.815 38.7017 37.7125 42.2011 38.1528 37.4923 37.112 36.69 36.0487 38.9577 35.45 35.4071 35.2041 34.6497
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -1.0182342416987082 1.0000000180025095e-35 -1.4147875658213491 1.0000000180025095e-35 -0.89074317784588486 3.0783482178314734 0.058091628562482463 2.1641256470006294 1.7060327193526743 6.1031850957970919 1.9839842507384622 -1.3545928909252491 1.0483613175537825 1.09266583130301 1.0000000180025095e-35 0.65944866827063242 -0.46909217670234421 1.8828081291110934 1.0000000180025095e-35 0.51954049301251548 -0.06330144360313554 1.0896613004056201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 -1 27 -8 -2 10 -5 12 13 14 -3 -13 -11 23 24 -20 -21 -9 -7 28 -12 29 -14 -4 -10 -26
right_child=1 11 6 9 -6 22 7 21 17 16 18 15 26 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.6421833610927991e-05 -0.00028990890203309965 -0.00012749934422364933 -2.4082086094058641e-05 -9.9531059833663624e-05 -3.7977507821152031e-05 3.7705929174324531e-05 -0.00010750971641725763 0.00013826634892296545 -9.4548098490007467e-05 -8.4295143846487204e-05 -4.9635403337144264e-05 -5.7706086304731732e-05 -0.00012654926279330819 0.0011258688311122892 9.9570129637481384e-05 0.00026637165342913627 0.00012693201456427693 0.00055714931906256082 -0.00057324731693820434 0.00019184991166101023 -0.00014462458200096239 0.00041476379596962681 0.00018704229132988239 3.6260583592853867e-05 -7.0435671554282677e-07 0.00020087290609897761 -0.00026063252332720937 9.8819614327189139e-05 -0.00023351322534900741 0.00014170534006540625
leaf_count=12551 9953 8643 27325 11418 45923 6893 1345 4778 17459 26904 19465 33873 40489 80 5039 1056 2092 169 193 5558 886 1472 10115 3124 28996 3011 10755 7226 10662 4478
internal_value=0 -0.0581538 -0.0351003 -0.0538219 -0.103245 0.0843306 0.0422986 0.202946 -0.186527 -0.019864 0.00661686 -0.126082 -0.165874 -0.0333039 -0.0477581 -0.061644 -0.0893126 -0.150884 0.0263519 0.169448 0.196875 0.273649 0.167556 -0.159194 0.00827834 0.0453635 -0.199362 0.00383567 -0.193622 0.0253827
internal_count=361931 332372 232437 190291 87290 29559 42146 7595 41367 103001 74005 99935 65006 13762 13682 34929 28996 31414 62587 6637 6444 6250 17008 31245 55950 36485 51244 34551 28121 33474
shrinkage=0.000743015


Tree=1146
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 544 890 726 150 788 470 720 647 590 846 747 146 138 746 859 575 854 1453 281 1154 1230 953 990 1025
split_gain=137.67 105.857 74.5509 70.6274 75.1306 61.5515 58.5425 46.9383 45.155 41.9321 41.9522 49.5805 43.9971 40.5291 113.258 40.8032 38.5019 37.8991 43.3285 37.639 37.3245 37.0991 36.1797 34.998 36.8205 34.8265 37.8272 37.7848 33.4952 33.1488
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -1.0182342416987082 1.0000000180025095e-35 -0.45926076786608272 0.38349571241217301 0.66595742291584703 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 6.1031850957970919 2.2368666814773395 -1.0321883268519072 1.0000000180025095e-35 -0.98545034728205338 -0.34806466541374598 -0.87473648844905705 0.51954049301251548 -0.48485357901650905 1.0000000180025095e-35 -0.92106560951488936 1.0000000180025095e-35 1.09266583130301 0.77266072190293822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 23 22 -2 -7 -5 -11 -12 -13 14 -3 29 19 -17 -19 21 -10 -9 -1 24 -4 26 -24 -28 -22 -15
right_child=1 13 5 9 -6 8 -8 16 20 10 11 12 -14 15 -16 17 -18 18 -20 -21 28 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00034223020044509136 -0.00033349736706315622 -0.00011521082670712503 -0.0001177950092493871 -5.8713921469897956e-05 -3.9995451472572671e-05 -0.00011419446905017427 -4.7517141410781636e-05 -8.5084760405376551e-05 0.00054905813586389419 -1.3521474635489015e-05 2.2432272639260331e-05 -8.5147374774894308e-05 0.00029682555849475686 -2.0393301981179167e-05 0.0004621058546501114 -0.00015636980544852247 0.00062326645283941259 0.00080300211827045846 -4.4920506452689577e-06 -8.5087269803356957e-06 0.00010919786637582856 -0.00024955050705718646 -0.0003109739822384802 0.00011475343149131051 2.3128626435929025e-05 0.00018255980438050993 -5.1216226027287597e-05 0.00017160570305411283 0.00043261235509250653 -0.00018867261603088816
leaf_count=2141 9953 4821 9434 42028 45923 1345 8361 10882 983 43703 11997 1141 4132 22994 1384 62243 169 277 1436 5579 4089 14784 880 7226 17891 9012 4271 4894 1178 6780
internal_value=0 -0.0552178 -0.0316147 -0.0509708 -0.102449 0.0484009 0.0949566 -0.189499 0.213887 -0.015573 0.017869 0.104431 0.263362 -0.124787 0.0529098 -0.138753 -0.152637 -0.175477 0.153975 -0.160922 0.284975 -0.209587 0.152171 0.00873091 -0.0273063 0.123402 0.0399511 0.0792 0.21826 -0.0653698
internal_count=361931 332372 232437 190291 87290 42146 29559 41367 7595 103001 60973 17270 5273 99935 6205 93730 31414 63956 1713 31245 6250 25666 21198 34551 27325 19057 10045 9165 5267 29774
shrinkage=0.000836755


Tree=1147
num_leaves=31
num_cat=0
split_feature=728 659 480 797 854 714 967 588 705 1104 497 1358 1020 706 225 868 419 1259 978 689 561 1187 1327 609 813 663 485 690 1036 556
split_gain=48.3432 50.6343 47.9354 43.6803 83.2109 50.2236 45.1625 43.7825 38.663 45.197 44.4582 44.4974 38.0461 37.0096 35.1254 34.9776 34.7676 33.3685 32.489 32.2277 33.8452 32.1474 32.795 31.3106 31.7621 30.8724 31.7066 30.5761 29.7386 29.5092
threshold=1.0000000180025095e-35 0.62821384419828064 -1.4181283859782512 0.63961785378869596 -0.87473648844905705 1.0000000180025095e-35 1.4170778690582806 2.250834115212506 0.70592243731563598 -0.40355973487886226 2.4192885550665473 0.48172645892998917 1.0000000180025095e-35 2.0258146145105322 -0.3240501183167796 0.53022336195039899 0.058437817685544215 -1.521509039907482 0.2179550569217838 1.1511195098725142 -1.70879747947561 0.073755659217435224 -0.28789602408414339 -0.93177752141597858 2.1641256470006294 0.49229175427632216 0.80488085023605604 2.19114326347322 -0.4233299818115655 1.822620385134381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 6 -5 -6 8 -7 9 29 11 15 -2 23 16 -10 25 -1 -8 -19 -21 22 -15 -14 28 26 -11 -17 -25 -4
right_child=12 -3 3 4 5 7 18 -9 10 14 -12 -13 13 21 -16 27 -18 19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011663716578703175 -0.00038812128857927805 -0.00023349607982307732 -8.0184500440849313e-05 0.00099180286916464668 0.0002700591717406271 -0.00058880535254983196 -0.00052884990777235443 0.00069014343678436741 0.00021881335288015594 -0.00021363716021363262 0.0012684374626835205 0.00065031984196303456 -0.00044454259811943053 0.0015263591430323348 2.9178780468934666e-05 -0.00074623806205404363 0.00070021600653678373 -0.00018393355535592884 0.00022463459764767888 0.0044559511108819734 -0.00097785577289589867 -0.00040082711021497915 -1.9684363048340286e-07 0.00017324396711270761 0.0006781051949803522 0.00069420342393551149 0.00067045309540389247 0.0045987931991622807 -0.00027214072852257764 -0.0010522523210179397
leaf_count=1085 47529 41024 31432 2510 5789 18557 9763 1262 32851 9217 2264 12201 16112 1994 28555 2773 10679 23633 4501 72 5656 1505 1445 14664 2965 4352 2576 58 22876 2031
internal_value=0 0.00152699 0.0152341 0.0269787 -0.0521634 -0.0923155 0.0413605 -0.146903 0.0527662 0.0250528 0.099744 0.0854697 -0.0587892 -0.0223345 0.0623946 0.0471083 0.1177 -0.0793754 -0.0805687 -0.0956265 -0.270362 0.168238 0.287454 -0.0399515 -0.00696569 0.053871 -0.00346765 -0.191053 -0.0270765 -0.0397476
internal_count=361931 252841 211817 181371 28118 25608 153253 19819 138989 88842 50147 47883 109090 61561 55379 35682 26824 30446 14264 29361 5728 4944 3439 56617 40505 16145 11793 2831 37540 33463
shrinkage=0.00331701


Tree=1148
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 544 921 890 726 1459 322 595 747 746 150 1229 710 859 575 1154 953 1453 281 21 848 647 590 990 1467 531
split_gain=133.812 95.2624 72.6985 73.8507 81.2821 59.1146 57.8082 44.3159 43.7147 41.0384 40.8209 41.7092 40.6072 40.8751 39.0958 38.0857 58.4442 37.7922 37.4887 36.6161 41.6943 35.8604 35.6504 35.2894 36.875 34.9525 101.167 34.0238 33.7395 34.2864
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -1.0182342416987082 1.0000000180025095e-35 0.77133902740777927 1.4725277493311824 1.0000000180025095e-35 6.1031850957970919 1.0000000180025095e-35 -0.28316188333588482 1.0000000180025095e-35 0.97075099063632964 -0.98545034728205338 -0.34806466541374598 1.0000000180025095e-35 1.0000000180025095e-35 0.51954049301251548 -0.48485357901650905 -3.9164670491403295 -0.80540838421665562 -0.87782724458594241 0.58895901036483078 1.09266583130301 2.6212945108504591 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 19 21 -2 -8 14 11 23 13 18 -5 16 -16 -10 -9 20 -1 22 -4 -3 -25 26 -26 -19 29 -6
right_child=1 10 6 9 28 -7 8 12 17 -11 -12 -13 -14 -15 15 -17 -18 27 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-4.940419015798167e-05 -0.00032056112987925792 0.0006544900350667933 -0.00011352001732358966 -6.692564878715879e-05 -1.9220690533706088e-05 -4.8669020793644677e-05 -0.00011176031462971341 -8.8966286039105787e-05 0.00052197675201002853 6.259870081094347e-05 -0.00024285692902459188 -0.00018606596401788119 0.00061248451371205092 -8.9814435438918014e-06 0.00019968370331221216 -1.3917947439274083e-05 -0.00025373238684289648 9.6633120523603204e-05 -0.00024729783003794143 0.00019544768239349947 0.00015260151159080738 0.00011003185842656364 1.968443980006119e-05 1.9798195594066736e-05 -0.00011217990763893627 -0.00010547496008573714 0.00051149905255968903 0.00040990987864543562 0.00020352436615017034 -0.00013001662162162689
leaf_count=5337 9953 174 9434 43479 32187 8361 1345 10882 983 15940 9102 18257 169 5579 4728 37799 1055 4089 14784 9876 5985 7226 17891 12333 3113 55990 966 1178 1483 12253
internal_value=0 -0.0559869 -0.0336273 -0.0527269 -0.105274 0.0919758 0.0453336 -0.195522 0.205638 -0.0165192 -0.12201 -0.108115 -0.15987 -0.168333 -0.0354457 0.00731315 0.160484 0.275541 -0.218736 0.149394 0.0696529 0.0069254 -0.029526 -0.085782 -0.0888396 -0.114258 0.0838838 0.208469 -0.0483964 -0.059919
internal_count=361931 332372 232437 190291 87290 29559 42146 41367 7595 103001 99935 90833 31414 31245 87061 43582 5783 6250 25666 21198 11322 34551 27325 72576 72402 60069 4079 5267 45923 44440
shrinkage=0.000804263


Tree=1149
num_leaves=31
num_cat=0
split_feature=184 1467 746 1154 1466 1469 130 785 1440 1465 54 1467 1458 1458 1465 1455 1457 1449 1468 1459 21 1452 1454 1463 1466 1457 1465 124 563 609
split_gain=48.4397 48.0229 48.7558 39.0257 38.0523 35.5161 35.1397 39.1643 33.9167 34.4946 35.8297 38.9191 39.5089 40.3905 52.6089 40.217 45.5937 36.3634 52.3127 57.3983 48.3615 47.4716 40.1631 34.8925 34.5855 35.0196 34.3996 33.2886 34.3051 32.9242
threshold=1.0000000180025095e-35 4.0242090356330973 1.0000000180025095e-35 1.0000000180025095e-35 1.5748972947834672 -1.2673214316849539 1.0000000180025095e-35 2.9970139449733542 1.0000000180025095e-35 2.873316917895123 -0.42445565733332025 1.4133641467104867 -0.71693843586677841 -0.65147137259785581 0.14486519861544186 0.055163513367693345 -0.17133938114537597 -0.72313044510941571 0.12307085010569886 0.84568063206599431 2.1349806934485605 -0.59694121484401241 0.67485211051868899 0.075761483801935647 -0.38148600768541258 0.078020128969186059 -0.16477346374579391 1.0000000180025095e-35 -1.1682986454198538 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 -3 -2 7 27 9 10 -1 12 17 14 15 24 -17 20 19 21 -12 23 -21 26 -14 -26 -19 28 -4 -15
right_child=1 4 6 -5 -6 -7 -8 -9 -10 -11 11 -13 13 29 -16 16 -18 18 -20 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.7788490154305157e-05 0.00066876633599141004 0.00230623490841698 -0.00061051504202765919 -0.00022083471202846965 -0.0010176118651846597 -0.00079587161012243974 -0.00033690012857963571 0.0012593160277386895 -0.00026869330831127199 0.00072868416262169969 0.0012633759924187827 0.00065325241318190037 0.00099298720201793328 -0.00016383205427818537 -0.0024440167650505214 -0.0028929984486900091 0.00073102682768776941 0.0012997723013216233 0.00096864001035302865 0.0028150858811833968 -0.0034025972710176743 -0.00060616790879485525 -0.00026590361170640439 0.0018253529350970073 -0.00025348360311973269 -0.0039962957804837813 -0.0014160913007447012 -0.00022599780384596391 0.00033397382736431166 0.00017285366453331834
leaf_count=78450 1211 795 3559 34703 309 29330 23058 1831 27738 4231 3740 7882 1498 31274 1004 754 308 580 4284 611 173 7493 416 1047 1335 225 735 20874 20674 51809
internal_value=0 -0.0507331 -0.0553149 -0.109481 0.394038 -0.191252 -0.0167251 0.01755 0.0050822 0.0145412 0.00995569 0.0345149 0.0231631 0.00347508 -0.188994 -0.0820698 -0.461242 0.114011 0.0638305 -0.020485 0.298196 -0.0774906 0.441996 0.200742 0.0441007 -0.197403 -0.0508768 0.00472612 0.060367 0.0150344
internal_count=361931 136344 135240 65244 1104 30541 69996 46938 225587 197849 193618 115168 107286 88207 5124 4120 1062 19079 15166 10882 3913 9855 1027 2362 3058 1560 1315 45107 24233 83083
shrinkage=0.00366224


Tree=1150
num_leaves=31
num_cat=0
split_feature=785 728 784 712 1022 1016 921 578 727 795 519 268 890 981 1237 497 647 590 734 1469 275 618 990 927 714 854 896 332 885 612
split_gain=194.108 111.691 86.4435 79.6997 76.1523 78.761 76.0388 55.6896 53.0126 50.6039 55.3481 73.9227 45.7655 43.0118 41.8261 41.1275 42.5677 113.501 42.5766 41.822 41.2339 40.955 40.6397 38.9061 41.0461 40.9056 53.6684 38.5539 45.1089 37.6615
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.87905496296652397 -1.5722412400100421 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -1.0182342416987082 1.7060327193526743 1.4298092310842805 1.7001250133015622 -0.87782724458594241 0.58895901036483078 4.1956285434281462 -1.3263328046252252 0.4022431516292117 -1.4147875658213491 1.09266583130301 1.0483613175537825 1.0000000180025095e-35 0.6247898780741229 -1.1308725805994078 0.65944866827063242 4.8263866747680533 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 12 -4 -5 -8 10 21 -12 -2 -11 23 16 17 -3 19 20 -18 -6 -10 24 25 26 -9 28 -14 -21
right_child=1 15 6 7 9 -7 8 14 22 13 11 -13 27 -15 -16 -17 18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017877622035299308 -0.00033422636831402448 -0.00013010857996350505 2.1104818750398317e-06 0.00032511850182552536 -0.00013205342402880326 -4.7165049518185383e-05 -0.00013009161603577316 -0.00031692041516243763 0.00017515907835188949 -0.00010191755667740597 0.00022682254595999494 -7.2080579792914011e-05 -0.00017575315402360245 0.00014029843768499897 -0.00016427034212191608 3.3134712021451746e-05 0.00082750949836273772 0.00045156331165187823 0.00075643005639982675 -0.00012574259731916535 -0.00048744406380315933 1.5545133602416963e-06 0.00048888994430583801 0.00031073872906659363 0.00014723476609148503 -0.00031187678327900491 0.00011438099755550497 3.8277409015577124e-05 0.00043611704720573902 -0.00026588808394235067
leaf_count=3225 9953 4589 34551 3439 10102 45923 1294 971 4808 26904 6057 3680 27937 2092 1734 5849 234 1319 143 76052 97 54166 1493 2638 11991 1150 4411 3136 341 11652
internal_value=0 -0.0635507 -0.0393491 0.113858 -0.060126 -0.113383 0.0466474 0.149103 0.229903 -0.02343 0.00549753 0.145426 -0.202036 -0.0992572 0.11254 -0.134739 -0.149017 0.0380423 -0.163981 -0.166765 0.557292 -0.0181889 0.304666 0.137454 0.105026 -0.0207714 0.0490793 -0.165783 -0.20052 -0.170877
internal_count=361931 332372 232437 29559 190291 87290 42146 26334 7595 103001 74005 9737 41367 28996 22895 99935 94086 5908 88178 88035 331 64268 6301 21161 18523 6532 5382 31414 28278 87704
shrinkage=0.000820348


Tree=1151
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 712 921 578 727 795 890 519 268 272 981 647 590 846 618 146 138 747 332 1106 730 783 934 830 520 401
split_gain=145.13 118.733 79.9903 84.4603 88.2507 67.1711 65.8026 56.6383 50.7585 48.9085 47.7913 47.7695 73.7931 43.4571 42.9728 42.6413 124.493 42.0692 40.2892 39.4749 43.6073 39.3775 40.0075 38.9051 38.6633 52.5525 46.3143 38.4745 38.4298 35.8451
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0525743831388839 -0.87905496296652397 -1.5722412400100421 1.0000000180025095e-35 -1.0182342416987082 2.1420547332082829 1.0000000180025095e-35 1.6568181847307961 1.7060327193526743 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 -1.4147875658213491 2.2368666814773395 -1.0321883268519072 6.1031850957970919 0.65944866827063242 -1.296510073971384 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.6405209124780595 1.5103007336851382 0.66778437295061321
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 10 -1 24 -7 -8 11 -2 18 -13 23 -11 16 -3 -17 -5 -19 -21 22 -12 -9 25 -4 -26 -10 -25 -27
right_child=1 15 6 9 -6 7 8 13 27 14 21 12 -14 -15 -16 17 -18 19 -20 20 -22 -23 -24 28 26 29 -28 -29 -30 -31
leaf_value=-0.00017192250814713331 -0.00033487681240985419 -0.00012292657056596156 8.5203015384405532e-05 -0.00012439665357748814 -4.4059873736275272e-05 0.00030047327988800724 -0.00013248575189987949 -0.00024032818283802089 0.00017862573227749948 -9.5598667182020245e-05 -0.00017239988277675499 0.00021722411709202303 -7.5448925782396368e-05 -0.00017188747963052292 0.00014163788950376233 -6.1350993110689469e-05 0.00045804162137122884 -0.00016019061512650452 5.634729373789445e-06 0.0007679648951224357 -9.269291855381619e-06 0.00059138312925078359 3.0420912885525162e-05 0.00013173519192425417 0.00020001972929043285 -0.0001223790332766029 -4.8449440406437172e-05 0.00053644573184877893 -0.00010540103011504529 7.1074320185305479e-05
leaf_count=3225 9953 4821 7921 10102 45923 3439 1294 940 5330 26904 28121 6057 3680 1986 2092 29774 1384 62243 54166 277 1436 169 3124 17838 5213 14575 3732 971 2131 3110
internal_value=0 -0.0629687 -0.0380137 -0.0579946 -0.114014 0.0907203 0.0446848 0.123225 0.215394 -0.0193242 -0.207588 0.00911715 0.13908 0.0863362 -0.0938764 -0.136299 0.0453441 -0.150548 -0.0128973 -0.187631 0.147945 -0.170501 -0.178796 0.113433 0.00376534 -0.0390044 0.122731 0.288705 0.132684 -0.103874
internal_count=361931 332372 232437 190291 87290 29559 42146 26334 7595 103001 41367 74005 9737 22895 28996 99935 6205 93730 64268 63956 1713 31414 31245 20909 34551 25606 8945 6301 19969 17685
shrinkage=0.000804263


Tree=1152
num_leaves=31
num_cat=0
split_feature=785 181 1238 544 837 21 50 62 967 263 1459 941 1097 702 1124 854 1154 1230 953 1355 602 140 533 490 87 184 724 531 1092 406
split_gain=130.728 99.9895 73.8704 58.4993 57.1944 44.3413 43.3561 58.0495 41.7855 40.0679 40.0236 39.629 37.9634 43.3266 36.7334 35.8158 37.779 37.1085 38.5023 35.4873 34.8278 35.2875 34.3833 38.7986 34.349 34.1851 33.6917 34.0869 44.9818 33.4262
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.6968354641114346 1.0000000180025095e-35 0.6641011116093426 -3.2545899522946695 1.4829784501753427 1.0000000180025095e-35 0.095350706046622033 1.6445160113075163 0.53912233727729608 1.9607587081991176 -1.2571877020351898 0.69658481488643964 -0.52753887707662517 -0.87473648844905705 1.0000000180025095e-35 -0.92106560951488936 1.0000000180025095e-35 0.78446141766648569 2.6455866734826223 -0.8177961334868008 0.66959453337990815 0.58302854218364886 0.56076668980743449 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6584701688122452 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 15 5 -4 7 26 11 10 24 20 -9 14 -14 -1 17 -17 -19 -15 21 -2 23 -6 -3 -10 -7 29 -29 -28
right_child=1 9 4 -5 22 6 -8 12 25 -11 -12 -13 13 19 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00034001821944654496 -8.4607948484840322e-05 -0.00013790544385075388 0.00058391696666433286 -5.6114295785033285e-05 -0.00013088659133932766 -1.9221800926340933e-05 7.0809980897345315e-05 -0.0001412101343860051 -1.7354410736421176e-05 7.8491624861363543e-05 -3.3234328832713108e-05 0.00016327942075041295 0.00011541602650619773 -0.00012578860120271461 -1.1838349682224329e-05 -0.00032370867921342576 0.00018177756612534638 -6.3934676267592369e-05 0.00016531527591155917 9.7546084533734522e-05 -0.00018935191240969417 3.0755142212154487e-05 -1.8145417349862189e-05 -0.00031343387157837366 -0.0002782269504216225 -0.00014714809473141859 -5.7149471910592314e-05 -0.00028121318194921426 0.00051228551172135194 -0.00022135469322638945
leaf_count=2141 11038 43381 320 8361 19528 9487 8753 10880 20094 3060 12108 5235 11214 13782 24439 880 9012 4271 4894 2768 2578 62462 6178 8384 11271 11370 15520 9987 256 8279
internal_value=0 -0.0605296 -0.0424303 0.0856844 -0.0774776 -0.0548922 -0.0575493 -0.0712627 -0.00293399 -0.145952 -0.160846 0.0216223 -0.0303625 -0.00855485 0.0339919 0.142886 0.114289 0.0274566 0.0663608 -0.100334 0.00894387 0.0177479 -0.167039 -0.208459 -0.1917 -0.0707541 -0.140499 -0.178013 -0.29926 -0.12934
internal_count=361931 332372 262552 29559 149775 115685 115365 106612 112777 69820 66760 81313 63083 52203 35653 21198 19057 10045 9165 16550 76078 73500 34090 27912 54652 31464 43529 34042 10243 23799
shrinkage=0.00085349


Tree=1153
num_leaves=31
num_cat=0
split_feature=785 612 728 784 544 1022 1016 921 726 322 795 497 747 1459 287 1464 150 595 1055 1154 953 487 1453 981 859 629 51 547 970 572
split_gain=126.745 93.1249 75.3724 60.7844 59.8998 55.1689 67.5602 49.2065 45.0443 45.0177 43.256 41.4173 40.3594 39.5284 39.1417 38.5922 39.026 36.7333 36.6859 36.5787 40.5411 36.3475 35.8546 35.4254 34.9721 34.2756 34.2692 35.2652 34.1519 37.876
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.4725277493311824 1.0000000180025095e-35 0.18233234504617932 6.1031850957970919 0.49900387419946662 -1.3240904332894121 0.23587932444621237 -0.22667733546770813 1.0000000180025095e-35 -0.050951592202695524 1.0000000180025095e-35 1.0000000180025095e-35 0.88462822578166445 0.51954049301251548 2.1978603962845331 -0.98545034728205338 -1.1280306215200524 1.0000000180025095e-35 0.98135085155200674 -0.25012360103839287 2.484705740533462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 19 6 12 22 -9 17 11 21 18 15 -3 16 -13 28 -2 20 -1 -7 -5 -12 -10 -16 27 -27 29 -4
right_child=1 14 9 7 -6 10 -8 8 24 -11 23 13 -14 -15 25 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.9196964832095519e-05 -9.3248238876563074e-05 -0.00028652572564546888 -2.4752279265954782e-05 -1.8912515891247024e-05 -5.0862783074820857e-05 6.5819688362426056e-07 -2.7334717185348757e-05 -0.00012319311017298335 0.00048554585234747416 -0.00022958723651985593 -7.321164190431677e-05 -9.5604359100122808e-05 0.0005487547082126704 0.00016084382359777305 -0.00025418637951844748 0.00012960275558758397 5.5790133685522877e-05 -0.00016009330925161421 -0.00022046798650108529 0.0001757109831645146 0.00013495104281262391 -0.00012896505835975335 0.00011110034894011155 0.00026572896854701431 0.00015665667102706472 -1.7824416038284113e-05 -0.00017359062233287745 -0.00025575102833773447 -9.6356502972321369e-05 0.00034204957828734832
leaf_count=5337 21962 5874 31484 24072 8361 29134 39867 1184 904 7807 24925 7684 169 6014 6032 5713 8338 15651 13672 9876 5985 7420 6398 681 4815 17065 10918 2730 30972 887
internal_value=0 -0.0592359 -0.0463253 -0.0252973 0.0848226 -0.04385 -0.0919093 0.0505171 0.204777 -0.10824 -0.0107862 0.0177209 -0.178527 0.0756036 -0.170921 0.0339907 -0.0188002 -0.0929618 -0.186524 0.142759 0.0630288 -0.0305104 0.0129723 -0.0845587 0.277865 -0.143679 -0.114592 -0.0590101 -0.0709764 -0.0206689
internal_count=361931 332372 289753 202952 29559 165579 75670 37373 6903 86801 89909 64303 35803 27749 42619 21735 16022 78994 35634 21198 11322 36554 30470 25606 5719 36745 30713 19795 63343 32371
shrinkage=0.000743015


Tree=1154
num_leaves=31
num_cat=0
split_feature=785 516 789 452 506 564 852 728 925 588 513 921 965 854 797 797 515 544 1452 990 728 1059 837 1366 898 485 652 911 854 777
split_gain=51.5679 51.6516 50.0386 49.3737 91.7145 48.7703 44.9805 43.5056 68.4943 60.9187 54.9295 47.2329 45.3574 53.585 51.1815 46.8365 42.2509 42.1067 41.3474 39.1014 39.0111 38.5153 36.9105 37.4041 46.5772 36.1787 34.043 34.0168 33.541 33.3035
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 0.60725649753328859 -0.33605752069368178 1.4188032667957222 1.0747610123934368 -1.3163276726681863 1.0000000180025095e-35 2.250834115212506 1.0454229551509682 1.0525743831388839 -0.45591238426429986 -0.87473648844905705 0.63961785378869596 0.63961785378869596 1.4353143596930875 1.0000000180025095e-35 0.039474337618497217 0.65656536832909496 -0.49008176997875957 1.0885083440240186 -0.18645706483726524 1.0000000180025095e-35 0.86953962600888091 1.3228158288677994 -0.98896428961744431 1.1364642170254908 -0.87473648844905705 -0.14945134450895839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 3 6 5 -5 16 7 8 18 11 -11 12 -9 14 -14 26 20 28 29 -13 -2 -8 23 24 -22 -10 -15 -12 -1 -3
right_child=1 2 -4 4 -6 -7 21 9 25 10 27 19 13 15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013533569718033986 2.3947699630096762e-05 0.00082061603089763973 -0.00035230123107010783 0.0011934868514686264 -0.00014517790579803355 -0.00085569780712462006 0.00022372605325944567 2.7766930750950865e-05 -0.00033042387897951964 0.00015146921891531916 0.0019306433423936333 7.075792188645445e-05 -6.0546534828889549e-05 0.00027933621403046277 0.0017413749689472312 -0.00091830455672226247 6.02290909391823e-05 -0.00022450092143575876 0.0013651846989081646 0.0010440481887274368 0.00022992794690389424 0.001096917781497514 -0.00067542605673467004 -0.0005601696613166591 -0.0010961859837548219 0.00080502013129736484 -0.00038958174635743263 -0.00082568966423643636 0.00032978862408121007 -0.00029778746030767646
leaf_count=2141 16423 4161 23724 4108 17725 10410 18321 37171 9739 5102 1876 12191 3605 5835 1246 11209 27590 8361 4088 3137 13695 3524 32408 15234 2686 2068 41805 281 19057 3010
internal_value=0 -0.0244059 -0.00172238 -0.0606478 0.0409375 -0.0807431 0.0119837 -0.00287852 0.0831757 -0.020342 0.161791 -0.0342402 -0.0531838 -0.0922379 0.125636 -0.113376 -0.0649475 0.0687519 0.204124 0.0772712 -0.093311 0.101665 -0.122098 -0.0658875 0.0116635 -0.0327809 -0.0812298 0.42911 0.118085 0.101562
internal_count=361931 332372 192093 140279 21833 118446 168369 146524 23066 123458 7259 116199 100871 63700 4851 58849 108036 29559 11259 15328 80446 21845 64023 31615 16381 11807 47640 2157 21198 7171
shrinkage=0.00366224


Tree=1155
num_leaves=31
num_cat=0
split_feature=405 1430 1436 1469 1358 1290 1456 1449 1454 858 395 620 21 1459 1464 495 657 815 915 1465 1461 1451 1461 416 1460 1450 1370 1459 606 1455
split_gain=50.2137 47.5914 106.222 62.1893 44.1265 46.3245 43.5094 44.3561 44.9843 41.6634 41.4498 40.7401 40.1354 41.4502 39.1094 39.0036 37.9791 37.5808 37.0367 36.9645 36.5404 42.0423 48.9256 36.3279 33.7809 52.0908 33.4088 33.3929 32.8489 31.9522
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 0.48172645892998917 1.0000000180025095e-35 1.0000000180025095e-35 -0.24555377864039682 -0.98478334500156417 1.0825608069246189 1.0000000180025095e-35 -0.28959903995613662 2.8914116612721714 0.46383055849355342 -0.28373809823398005 -0.87365293621838236 2.2603408215975165 0.67237773758774566 -0.7039075797632518 -0.65327714863568986 -0.21004840118973137 -0.36347524434235901 0.19473912836121865 1.676378870930973 0.4801540438575525 -0.40458312552186665 1.7737799021787686 0.53912233727729608 4.7226104425818898 -0.20301092821460051
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 5 6 7 12 -9 26 -2 -10 13 20 -15 -4 23 18 -1 27 24 22 -22 28 -3 -26 -5 -16 -7 -27
right_child=10 4 15 9 -6 16 -8 8 11 -11 -12 -13 -14 14 19 -17 -18 -19 -20 -21 21 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.0016638860797359315 -0.00068997949745902023 0.00053605746436561426 -0.00043658651619972672 -0.00056611609145694312 0.00032038371084839538 -0.00026043015081932347 -0.00026511239774421589 -0.0025197726812559336 0.00031374703574804923 0.00019029995958977106 -0.00011204599519514984 -0.00021724295624738908 -0.0025687996284012157 0.0015561540365777245 0.0036862173863089031 0.00011830515439235491 -0.001262327627519445 0.0023595999600220605 -0.00023942625586321123 0.00077519069688719089 -0.001661061420139884 -0.00081778228080191717 0.00086660924995616477 0.00077915232370012104 -0.0014038596795522011 0.0013059737079420828 -0.0015801545957900864 -0.0015189563840299852 0.0086649207629296669 -0.00039690212562671511
leaf_count=722 22146 20524 12315 52024 35387 34553 19262 509 15894 5109 23179 22553 288 3122 77 65282 2340 451 2796 3517 698 4199 2776 2501 1708 1279 4375 846 28 1471
internal_value=0 -0.00572374 -0.0384468 -0.118638 0.0176581 -0.000200312 0.0241991 0.0459803 -0.00606623 -0.144206 -0.0943311 0.0019832 0.0958766 0.101751 0.240038 0.0126522 -0.0662563 0.122446 0.0461584 0.112242 0.0671202 -0.067274 0.109814 -0.0482246 0.1064 -0.0635695 -0.167611 -0.273584 -0.0676818 0.110245
internal_count=361931 316606 143074 65477 173532 138145 98723 79461 38956 61508 45325 38447 40505 40217 7562 77597 39422 3969 3518 4440 32655 7673 3474 37082 24982 4458 56399 923 34581 2750
shrinkage=0.00373549


Tree=1156
num_leaves=31
num_cat=0
split_feature=181 1243 21 775 1450 1150 1457 203 1099 1461 1358 1458 1458 1459 87 1466 280 830 414 1326 1285 1464 21 478 789 1467 289 917 1452 835
split_gain=49.159 45.8741 48.9281 48.3355 44.6521 43.4956 39.5711 38.0492 37.8926 35.8498 35.0669 34.9861 34.6788 32.632 34.7277 32.2669 32.0448 31.7911 34.2842 31.6584 30.9698 31.0468 31.4492 34.6289 30.1768 29.5993 30.0518 29.3199 29.1871 36.1752
threshold=1.0000000180025095e-35 0.22991414747585318 -1.8362818876253988 1.2885360410936924 -0.52190567387341558 1.0000000180025095e-35 -0.36915666239339046 1.6436232400911501 2.6945235347384693 3.9993613276323443 1.0000000180025095e-35 0.036661978097680334 0.22895049099019518 0.73871680408646412 0.56076668980743449 2.5621452872994568 0.2357993021810974 1.7734248820925165 0.40333191903524418 1.9377652861289671 1.0000000180025095e-35 0.74657910936426475 -0.32341995197817647 2.2403807688518929 1.1248358748350926 4.0242090356330973 0.052752264272548602 -0.11610944669189646 0.85148356494928035 -1.3552905517123592
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 -3 -4 -7 8 9 17 -8 16 -10 14 -2 -13 -11 18 20 -9 21 22 23 -1 -24 26 27 -12 -6 -30
right_child=13 2 5 -5 28 6 10 19 12 11 25 15 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00034594454516243347 -0.0002484386936504412 -0.0029140112045505148 -6.6479880243402851e-05 -0.0003087134780957473 0.0023717223890722672 -0.00087305457813937574 -0.0007008506850058997 -0.00036554746055292639 -0.00096597699244295714 0.0011664832995022291 0.00023185809156445672 -0.00054635990174916357 0.00038271789758900071 0.00016688643486518408 -0.0008096772466860432 0.0027567105636240245 0.0037923042273302326 0.00056484043885324849 0.00027915857514063813 0.0016098547547583064 -0.00032014010696835421 0.0004213743143516206 -2.6500786003097143e-05 -0.00082681258366975815 -0.00061919764050177915 0.0038042892649927059 0.00055332620181568703 -0.0011138599028426518 0.0079992116796488693 -0.0014266273693992635
leaf_count=20682 51228 261 46862 22270 974 12404 7125 18729 5079 948 2719 942 2013 10855 13083 189 357 9523 48200 626 16389 13083 41026 2232 5942 124 4739 2965 23 339
internal_value=0 -0.00190852 -0.0504729 0.0145847 0.345227 -0.058989 -0.133926 0.0260184 0.0353684 0.0414159 -0.0583722 0.288293 -0.142533 -0.0722675 -0.095319 0.0183249 0.51242 0.0371528 0.0290436 -0.0801736 0.00584007 0.02166 0.00313868 0.0700016 -0.0282657 0.0322525 0.0152575 -0.114762 0.473167 -0.135117
internal_count=361931 286765 78535 208230 1597 76938 30076 185960 166605 159513 17672 2436 7092 75166 64311 1131 1305 157077 147554 19355 99354 82965 69882 22914 46968 10547 10423 5684 1336 362
shrinkage=0.00366224


Tree=1157
num_leaves=31
num_cat=0
split_feature=785 728 784 815 1016 921 712 784 549 726 578 747 1065 585 647 590 846 272 990 146 138 706 1106 520 1453 281 704 588 723 519
split_gain=154.516 104.959 76.0989 71.4592 88.138 66.9003 62.6215 50.0893 48.981 48.9386 48.7119 47.7157 53.8842 44.7895 43.8861 123.741 42.3061 40.3274 38.9091 38.3672 43.2364 37.8677 37.5471 38.3673 35.7987 35.8222 35.6698 40.8721 57.0218 35.9113
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.63779424894106762 1.0000000180025095e-35 -1.3900695809707992 1.0000000180025095e-35 -0.87905496296652397 0.98810451262880827 1.0518754624258557 -0.8867634123843694 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.6568181847307961 1.09266583130301 2.2368666814773395 -1.0321883268519072 -0.20668351718138131 -1.296510073971384 1.5103007336851382 0.51954049301251548 -0.48485357901650905 -0.71871386815463467 2.250834115212506 1.0000000180025095e-35 2.1420547332082829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 13 24 -1 8 -5 -7 -8 -9 -13 -2 15 -3 -16 22 -11 -18 -21 -15 -12 -24 25 -4 -10 29 -29 -28
right_child=1 14 5 7 -6 9 10 11 26 18 17 12 -14 21 16 -17 19 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00016060519228675279 -0.00030081941262838688 -0.00011561659819734676 -0.00011752624748894032 -0.00010378633234839347 -3.6647250045468702e-05 -0.0001196801900541789 0.00030813685273798654 -9.6419609864299523e-05 -4.9114339086449346e-05 0.00017259228199474941 -0.000233700281291167 9.1558437688540976e-05 -0.00021898596941393256 -6.351371441132361e-05 -5.3549018361398026e-05 0.00048887853401097085 -0.00015701749885581025 -0.00015832317027869374 0.00048867198994274712 0.00080363558250150582 -3.2222063741968317e-06 -0.00021672232962411127 0.00014813100503785029 -9.8479773653790612e-05 0.00011537695402809978 2.1513888781540425e-05 1.7516850958559653e-05 -0.00020453959698654521 0.0002974441503197354 0.00016567839392125772
leaf_count=3225 11374 4821 9434 10799 45506 1345 3439 32193 11199 4778 940 8520 1866 17098 29774 1384 62243 1986 1472 277 1436 12866 17838 2131 7226 17891 28853 816 3695 5506
internal_value=0 -0.054964 -0.0314636 -0.0510251 -0.10358 0.0493753 0.103896 -0.0159337 0.0228849 0.2217 0.135183 -0.0714708 0.0426053 -0.198613 -0.124272 0.060791 -0.138805 0.101024 0.29557 -0.176185 0.155516 -0.152144 0.127062 0.145931 0.00796982 -0.0284803 0.0472636 0.0759646 0.254201 0.0511179
internal_count=361931 332372 232437 190291 86844 42146 29559 103447 60868 7595 26334 42579 10386 41338 99935 6205 93730 22895 6250 63956 1713 29964 20909 19969 34551 27325 50069 38870 4511 34359
shrinkage=0.000836755


Tree=1158
num_leaves=31
num_cat=0
split_feature=785 728 712 1100 784 677 602 784 878 852 578 703 519 268 388 647 590 1429 21 1466 1452 1122 895 1260 1469 275 677 878 982 708
split_gain=152.325 94.4658 65.8839 65.6687 65.8004 71.2367 75.8736 54.2507 49.8713 48.9465 45.5357 41.8582 43.8434 46.5669 39.4495 40.3462 104.542 39.1178 38.4268 37.2241 36.8118 36.1957 34.7338 34.2431 34.2126 38.8503 33.7913 78.1368 33.4651 37.9361
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 -0.87905496296652397 -1.4568199934402009 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.57156622312866312 0.91361512331551464 0.79579885031402708 1.0000000180025095e-35 -0.066226329968234146 -1.3263328046252252 0.4022431516292117 1.0000000180025095e-35 1.0000000180025095e-35 3.0854258727671673 -0.55689657685208205
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 17 11 -9 -6 -4 -7 23 -14 15 16 -3 -2 21 -8 -21 22 -12 -13 25 -17 27 -20 -16 -30
right_child=1 14 10 -5 9 7 19 8 -10 -11 18 12 13 -15 28 24 -18 -19 26 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00014307768312195633 -9.2329929660076165e-05 -7.8270404124731883e-05 0.00025765658263560511 -0.00010324975542090751 1.5137162954631091e-05 -0.00013239061756922341 -4.990016318569018e-05 1.5662575597779147e-05 -9.2381335042192905e-05 0.00015240820323111912 -3.5198711450133673e-05 5.1677232585278328e-05 0.00023284210474141219 -2.2327137120323374e-05 -0.00017801298945003757 0.0007211835666324916 0.00042764187107668201 -0.00022372701599208882 -0.0001055841623889348 1.0843972177203041e-05 0.00026771062307428807 -0.00018351332961060609 0.00015948294067657837 -3.7546940075250055e-05 -8.5053987909368203e-05 -0.00036344793861324722 0.00020364390812412661 0.00021968235286182693 0.00095163895530809021 -0.00051581414765738607
leaf_count=3225 20984 3918 3439 31093 31180 3813 32649 16662 21606 6812 4742 26999 4275 2260 20046 220 1190 12699 3290 5233 1461 1863 3356 14711 74210 102 6593 3051 146 103
internal_value=0 -0.0550388 0.102806 -0.0327514 -0.020545 -0.0400351 -0.0962243 -0.0034874 -0.0630554 0.0572893 0.13498 0.0398439 0.0551188 0.206487 -0.120853 -0.0995869 0.0911913 -0.192368 0.101958 -0.0384984 0.100397 0.00627537 0.0648434 0.0296988 -0.114992 0.541249 0.177338 0.0721619 -0.234716 0.662676
internal_count=361931 332372 29559 232437 201344 163352 73026 90326 38268 37992 26334 52058 48245 6535 99935 79640 5108 33683 22895 39343 6694 9961 8098 41710 74532 322 12934 6341 20295 249
shrinkage=0.000714163


Tree=1159
num_leaves=31
num_cat=0
split_feature=815 1154 1028 1436 792 1234 864 933 789 1002 651 577 764 1453 710 763 1458 1470 885 1470 531 1097 781 11 1445 1467 359 789 346 804
split_gain=49.5453 106.554 51.9438 55.1264 48.7204 52.9618 52.7595 57.1894 65.3354 61.1883 47.9816 44.6828 40.0216 38.2781 37.7929 36.0648 35.4584 46.1218 41.3279 36.5455 35.4358 37.5463 34.8081 35.9954 36.2675 34.5865 34.3342 38.3186 33.8194 33.2851
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.72275257928592751 0.68806224955729689 1.1248358748350926 0.69854289147193727 1.1107569744011787 1.0000000180025095e-35 -0.58918996956727421 0.43370469085150809 1.5115140669602134 -1.313976695239272 0.12934318160464789 1.4838090556700341 6.1053019920877674 -0.32567218528445913 1.9322150810946037 -1.2571877020351898 1.0000000180025095e-35 -0.43004099918132083 1.6380901172106308 1.3706863998361938 0.9239491540378012 0.58985743818788539 1.1946447215337204 2.2521318533151415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 16 5 22 7 8 9 11 26 28 -7 -1 -11 -9 18 -18 19 -4 21 -3 23 -2 -25 -21 27 -8 -6 -23
right_child=4 20 3 -5 6 12 10 15 -10 14 -12 -13 -14 -15 -16 -17 17 -19 -20 25 -22 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011859734401244934 0.00010793551147325299 -0.00027363089195636963 -0.00028747126751037971 2.4344661494998439e-05 0.00020991728598690907 -0.00034466692322913787 -0.00047434123590502032 0.0012816224948171129 -0.00029143240996319322 -0.00042877236828643944 -0.0013067364758776875 0.00059516700862120549 0.00019205709170229458 -7.0838133018055082e-05 0.00087938486072040877 -0.00043327015071971739 -0.0002171320764349376 0.0027345916339178294 0.002969024536895896 -0.001059399223453173 -0.00073027399246100599 8.7588027373704488e-05 3.2029244487086637e-05 0.00072977144443937554 -0.00034305992663572079 0.00074927704347495336 -0.0008996509375682213 0.00030065197615516476 -0.00081785728737489576 0.00087275457261504707
leaf_count=17594 11033 21009 10089 18896 17305 16936 7606 679 18758 9677 3039 20808 16193 4379 1304 17532 10499 358 125 18105 4368 61491 15823 19480 2212 853 3737 6991 2266 2786
internal_value=0 -0.0457459 -0.120228 -0.0895068 0.00841446 0.0493061 -0.0212559 0.0019461 0.0300892 0.068322 -0.11897 0.106386 -0.0204217 -0.266257 -0.0753845 -0.106111 -0.149186 -0.0316423 -0.20021 -0.209663 0.0033271 0.0127084 0.0942895 0.134184 0.184257 -0.280442 -0.0775917 -0.0289071 0.029919 0.0369451
internal_count=361931 170552 80898 58925 191379 81677 109702 88329 70118 51360 21373 40379 33129 21973 10981 18211 40029 10857 29172 29047 89654 85286 48548 32725 21692 18958 18334 14597 19571 64277
shrinkage=0.00345101


Tree=1160
num_leaves=31
num_cat=0
split_feature=785 728 1431 727 784 677 602 852 784 878 1307 647 590 825 547 570 519 690 15 11 1145 1444 990 578 50 214 909 868 973 1307
split_gain=158.378 115.163 81.8341 68.2042 67.3015 59.4862 85.1393 52.1263 50.2627 48.5387 44.6625 44.6063 112.877 44.4483 43.2526 42.0415 41.329 48.5713 38.9622 49.0208 37.8433 37.8159 36.8868 36.4555 36.044 35.465 34.8842 34.6289 33.8475 32.9724
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.3390041783085433 -0.87782724458594241 0.58895901036483078 -1.3782055633747541 1.4078093546699517 -0.48460852809644533 2.1420547332082829 -0.55036963499547997 1.5345964658009021 -0.87191264689159853 1.0000000180025095e-35 1.0000000180025095e-35 1.09266583130301 -0.87905496296652397 0.55630078546380823 1.4043030489001864 -0.67290761646258057 -0.5942415351291912 -0.089283776459394754 1.3390041783085433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 23 5 6 -2 22 13 -10 -9 12 -3 -7 26 18 25 -18 20 -20 21 27 -6 -1 28 -15 -5 -13 -17 -4
right_child=1 11 29 14 7 8 -8 10 9 -11 -12 15 -14 16 -16 24 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00022441847683422618 -0.00016051305502937739 -0.00011434182845605299 -8.4742063068157883e-05 -2.6186564332585666e-05 -8.6814145082799157e-06 -7.2222396014019605e-05 -2.6228404426175668e-05 0.00023607522973740706 1.4567271533861822e-05 -0.0001104999793359444 -0.00023018742197121372 0.00020845603419253423 0.00044987599424846787 4.6198173952407417e-05 -0.00018027340177794593 -0.00013534801784386121 -0.00011287586705129057 0.00026090339874383091 0.0019048123172308027 0.00012782115506442356 -0.00018361489151140457 -0.00021756906024757939 0.00016047593958840807 -4.8136555246075939e-05 -7.4484045485539245e-05 -0.00015106840614673622 0.00020796630408067209 -3.5847527036076698e-05 -0.000249988304224946 -0.00022207385019054965
leaf_count=1537 34172 4821 24218 2132 25336 12074 38926 5403 16120 20492 778 2295 1384 30950 1040 24113 1216 4374 48 2192 11558 4136 4324 11014 13882 3122 13836 13141 22365 10932
internal_value=0 -0.063234 -0.0386344 0.0973485 -0.0227991 -0.0423856 -0.0938659 0.0588171 -0.00835273 -0.0673191 0.228534 -0.135486 0.0507357 0.0333492 0.185783 -0.150041 0.0639324 0.222146 -0.081083 0.210695 -0.104935 -0.0434311 0.0211229 -0.0163199 -0.189983 0.0366175 0.213732 0.0065586 -0.227579 -0.145547
internal_count=361931 332372 232437 29559 197287 161446 73098 35841 88348 36612 6181 99935 6205 51736 17008 93730 39662 5590 33370 2240 31130 19572 29660 12551 60360 34072 15968 15436 46478 35150
shrinkage=0.000820348


Tree=1161
num_leaves=31
num_cat=0
split_feature=728 691 639 1033 659 705 840 813 1392 1243 997 876 1456 20 1425 210 803 1469 706 1189 979 708 981 280 494 1381 522 417 621 570
split_gain=48.686 47.364 45.4183 47.6193 41.1134 41.1797 43.9759 36.2464 34.9034 34.2365 33.6384 32.3489 31.4162 31.5056 33.1288 32.9732 30.7789 30.4403 30.3826 40.7508 31.036 29.7368 29.4392 31.045 30.1142 29.3215 29.1286 29.0312 28.9794 28.4005
threshold=1.0000000180025095e-35 1.4255342478983304 0.42721408539040334 1.0000000180025095e-35 0.62821384419828064 1.215584911221339 -0.96674323393601669 1.0000000180025095e-35 -0.55078438286599651 2.7122035118055341 1.2208093854130835 3.5655530530713602 3.5267996248326976 -0.57417801169028782 -0.49854827941355384 -1.086984189757298 1.9682860324222273 1.7934017781504392 1.5464968338184579 -1.5161058611062252 -0.81138699650966495 0.73921663161214024 -0.55448294962259825 0.64762739822252491 -1.1345378868491331 -1.128259646520158 -0.71745339412579689 2.924606770914282 1.7948714763990383 0.36667329746944549
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 22 5 11 -7 26 -3 -10 16 12 13 -1 17 -16 -8 27 20 -20 -9 -22 -4 24 -24 -5 -2 -15 -25 -23
right_child=7 8 3 25 -6 6 10 18 9 -11 -12 -13 -14 14 15 -17 -18 -19 19 -21 21 29 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00024802573125461526 -4.5999201467441096e-05 -0.0007062666982793343 -0.00071785976889856445 -0.001661297388473335 -0.00015364974183469931 -0.00056088632031976195 0.00033322852939988512 -0.00066098107466486537 -6.3986165879936543e-05 -0.0026162609613279292 0.0012797061297540489 -0.0012997328363030857 0.00083553507477819881 -0.00014426969481192879 -0.00045613948271975755 0.00016984989222636819 0.0016165112717809365 -0.0010548741886403307 0.0017419997884035928 0.00012530862804362381 -1.3614052054475932e-05 -0.00018783283850552405 -0.0010715304339664524 -0.00082305480545174223 9.9715171282150006e-05 0.00027725736661611967 -0.00053328935414695389 0.0041351005168851806 0.0028832555635515313 -0.0014750622147294389
leaf_count=40507 12422 9907 11115 434 32621 2616 14412 8533 16960 386 2780 1049 2777 30006 6044 46259 952 2235 874 12419 34987 2918 1834 5760 13209 10744 34648 84 150 2289
internal_value=0 0.00136793 0.0114459 -0.0570408 0.0257787 0.040872 0.130173 -0.0591645 -0.0901276 -0.0323924 0.163655 0.0262649 0.02917 0.0238155 -0.000394353 0.0325811 0.124335 -0.0572927 -0.0237508 0.075472 -0.0514298 -0.0265012 -0.107853 -0.0573104 -0.00477794 0.0599955 -0.11627 -0.0388297 -0.214436 -0.205938
internal_count=361931 252841 225588 43246 182342 149721 20760 109090 27253 17346 18144 128961 127912 125135 84628 52303 15364 32325 62020 13293 48727 40194 32068 20953 15043 11178 47070 30090 5910 5207
shrinkage=0.00338335


Tree=1162
num_leaves=31
num_cat=0
split_feature=785 125 50 750 728 728 930 1452 869 1470 126 694 602 497 1235 1374 761 21 338 1097 728 1092 1323 909 284 1465 1458 392 844 1378
split_gain=181.325 107.531 111.315 99.3622 79.2766 64.0892 80.8789 71.112 70.0494 68.2714 62.9836 60.2429 57.2057 56.9833 56.3509 63.327 48.3347 48.0909 43.3866 49.9895 40.4551 39.8056 41.1943 37.7346 37.6338 37.4016 56.0662 37.3536 41.2272 37.2634
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 -0.49008176997875957 -0.49008176997875957 -0.9149690415980628 0.79547082264194502 1.0000000180025095e-35 1.3024667090820021 1.0000000180025095e-35 1.4410699139383063 0.66849908449309148 1.7001250133015622 -1.24934742919911 -0.66177662735578835 2.4130835502434373 1.0000000180025095e-35 -0.98257908251360637 -1.2571877020351898 -0.49008176997875957 2.9499917481720264 -1.1856193027966613 1.0177766212561699 -1.0597622724945783 -0.51322729858334903 0.084403803362298288 0.52324844451863972 3.2611025658932777 0.80891129331221767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 7 -7 11 14 -9 13 -2 21 24 -8 -16 -17 18 -6 -20 -15 22 -12 -10 -3 26 -21 -4 -29 -5
right_child=1 10 27 29 17 6 8 9 23 -11 12 -13 -14 20 15 16 -18 -19 19 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00017806216396385943 2.9722830831015332e-05 -0.00021968607452877136 -3.1998593735631943e-05 -0.00026012963773760204 -0.00016397290962109971 -0.00020068461178910312 -0.00017342261474960247 0.00013342447316830905 -0.00012724570436302012 0.0011089267205152621 -0.00032981055165611157 -0.00014765771179094063 -0.00011041343506046914 -0.00016370320120042304 -8.7957626846312255e-05 2.1568411213485437e-05 0.00044484013677678982 0.00018421817467786632 -0.00023011654983243188 -0.0002072681500899111 0.0001627922593385102 -0.00021822987510115516 0.00012751860418203109 -0.00030798599710307062 -4.6628964884452381e-05 0.00023638021655326621 0.00031976278107689855 6.9169650823215295e-05 0.001173839952458318 4.0708313938362569e-06
leaf_count=3396 13574 5497 51063 24520 2603 31738 13651 5011 28654 224 740 13393 4334 1375 29577 27277 828 15031 1238 1711 5690 999 21017 6028 33428 4681 899 11357 95 2302
internal_value=0 -0.0652248 -0.0891961 -0.119467 0.106385 -0.100911 -0.124611 -0.0131477 -0.0956786 0.212942 0.00391708 -0.0611563 0.0788933 -0.0463777 -0.0572155 -0.029916 0.0424314 0.142896 0.0409299 0.110529 0.119648 0.119352 0.137963 -0.189595 -0.0807111 0.174278 -0.0237426 -0.0128659 0.094737 -0.274692
internal_count=361931 332372 259292 196777 29559 169955 137753 32202 106015 5235 73080 26967 27090 45990 71333 57682 28105 26163 11132 8529 7065 22756 21757 34682 38925 7291 2610 62515 11452 26822
shrinkage=0.000836755


Tree=1163
num_leaves=31
num_cat=0
split_feature=785 263 50 341 333 202 1076 727 665 858 470 1092 497 123 21 529 970 1011 816 21 1388 476 1436 21 1361 1092 955 789 1461 1392
split_gain=161.701 114.064 106.718 73.876 70.4534 67.2645 65.7176 64.4246 49.7844 48.7965 49.3541 48.0685 46.281 47.3992 44.1584 45.1079 42.5844 42.4599 41.1012 41.0505 39.473 39.4447 38.9083 52.7877 49.3513 46.9833 37.1711 37.1389 36.4927 36.2276
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.3462168560862613 1.0000000180025095e-35 0.56345046278266753 1.0000000180025095e-35 1.0000000180025095e-35 0.85652824257920523 1.0825608069246189 0.66595742291584703 2.9499917481720264 0.18233234504617932 1.0000000180025095e-35 -2.7818205974049124 1.0000000180025095e-35 -0.70443612081215179 3.1117664249846109 1.6237992503990648 1.0000000180025095e-35 2.3422194059015995 -1.316508667510939 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35 0.36694858945246428 -0.56067130660624642 1.1248358748350926 2.5032120688259147 3.0243454669273118
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 26 8 17 -1 16 10 -6 12 -12 27 -8 21 -2 20 -10 -9 22 -16 24 28 29 -25 -3 -14 -24 -4
right_child=1 4 6 -5 9 -7 14 19 18 -11 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-1.4492842494493806e-05 -2.1393771751027061e-05 2.6327112617013981e-05 -0.00017093258539041664 -0.00023055351586950303 -4.2211025177277797e-05 -0.00025895373508710547 0.00071358530377362993 4.4936140148931114e-05 3.6064464834217137e-05 -0.00011426778077269225 4.2685069788825376e-05 -0.00023680800961561963 0.00018098052081873785 0.00035836726488445016 -0.0001807037780423639 -0.00017350456068848224 -0.00013540944586156568 0.00025223903109754866 -0.00031274306524271031 0.00021376335627188087 0.0001719550235539703 -2.7659441868012727e-05 7.3933791188916667e-05 -7.6031034131702162e-05 -2.9502545051435887e-05 5.4204497128598959e-05 -9.9186554723295383e-05 -7.5769643018404445e-05 0.00048937342408403414 0.00070477068733990078
leaf_count=12551 15473 9900 15427 27545 7645 10838 169 6893 14093 4066 10110 933 7509 3001 7887 21136 49190 1448 1108 10115 2631 23275 12706 24950 25912 10771 22188 1748 569 144
internal_value=0 -0.069756 -0.0931828 -0.151646 0.00491321 -0.123098 -0.056406 0.0921658 -0.101721 0.0645072 0.0915821 0.135996 0.154938 0.235392 -0.122637 -0.12699 -0.132555 -0.0238393 0.0112983 0.178002 -0.0299994 -0.0761605 -0.0380708 0.00147986 -0.088738 -0.040132 -0.0710044 0.163921 0.117817 -0.200119
internal_count=361931 332372 265272 118247 67100 90702 147025 29559 79864 35012 30946 23301 22368 12258 52467 52298 64663 94558 15201 17008 93110 31162 90479 48996 41483 35721 32088 9257 13275 15571
shrinkage=0.000804263


Tree=1164
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 727 921 661 590 537 846 726 890 795 516 981 730 934 783 547 1250 1367 1361 859 332 885 125 497 603 660
split_gain=151.554 103.849 76.9262 80.7241 88.719 69.499 64.9959 48.224 94.5491 55.4828 48.5056 47.3939 42.7171 42.5335 48.0516 41.4094 38.5643 48.699 47.7979 38.5341 37.2507 37.0006 39.9657 36.2787 36.0893 41.9073 36.0148 41.0861 35.7519 37.3471
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.59275567010655072 0.58895901036483078 0.44238072866629086 -0.54037419750760363 1.0000000180025095e-35 -1.0182342416987082 1.0000000180025095e-35 1.0000000180025095e-35 1.7060327193526743 -0.33215574005720661 1.0000000180025095e-35 1.1155635910225459 1.4078093546699517 1.3459255012896725 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 0.65944866827063242 4.8263866747680533 0.58518330826110332 1.2114116672402739 1.0000000180025095e-35 0.26872683687560334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 12 -1 16 8 -3 -10 20 -8 -2 14 -5 -15 18 28 -4 21 -9 22 -7 -13 25 -14 -20 -28 29 -18
right_child=1 7 6 13 -6 19 11 10 9 -11 -12 23 24 15 -16 -17 17 -19 26 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.7253752775330906e-05 -0.00031498227246683035 -8.2360836548417361e-05 7.3034028310776513e-05 -5.2100919328713483e-05 -4.3433368295071939e-05 -4.7334692682763813e-05 -0.00011493671137172525 -8.4101604306326984e-05 3.7439088775114503e-05 0.00052526110576365289 -0.00015350602657175237 0.00050020568616133184 -0.00017089123582829564 -9.0554548235661418e-05 3.4072896277952296e-05 0.00013322350248909693 0.00016405644862383872 -5.3608288864583131e-05 -0.00012464008260534143 -0.00015555029454451951 0.00011826355681771607 0.00023208221048184036 0.00019599155154701061 0.00016731092823770252 2.3693565679953256e-05 0.00038375543866509812 -3.9804812189455956e-05 0.00033793666151649468 6.845473880785164e-06 0.00051881007682053201
leaf_count=12551 9953 12157 7921 29086 45923 3312 1345 23372 1464 1125 58549 983 27937 26904 44919 2092 2134 3732 13755 1040 3268 9109 3547 5267 3136 341 3070 860 1982 1097
internal_value=0 -0.0645759 -0.041253 -0.0608498 -0.115575 0.0924358 0.0397921 -0.133183 -0.0108196 0.355847 -0.157118 0.209398 -0.209297 -0.0230315 0.00348089 -0.0925865 -0.000840611 0.117848 -0.0435456 0.181619 -0.072162 0.20796 0.0957879 0.28201 -0.174431 -0.207902 -0.105438 0.0616501 0.247069 0.37308
internal_count=361931 332372 232437 190291 87290 29559 42146 99935 14746 2589 85189 7595 41367 103001 74005 28996 34551 8945 25606 17008 26640 15968 6859 6250 31414 28278 17685 3930 5213 3231
shrinkage=0.000773033


Tree=1165
num_leaves=31
num_cat=0
split_feature=785 728 1080 727 51 256 872 43 647 590 846 21 602 771 146 139 195 872 690 539 701 652 725 785 588 930 497 930 436 1450
split_gain=140.469 93.2945 70.3016 67.4199 66.5875 59.4906 53.0026 50.7519 41.2052 122.234 40.9369 40.6765 39.8592 39.738 38.3396 37.8742 37.2165 39.1786 40.4542 36.9287 38.2987 35.0905 46.3214 70.8952 69.5078 55.2412 38.1204 43.1974 34.9461 34.8965
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.0757328524286596 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.0000000180025095e-35 1.0000000180025095e-35 1.5265272373495906 2.888475460910541 -0.43039089942714415 1.3909106807663625 1.0000000180025095e-35 -1.0374721545411714 0.6695026854463163 -0.58052638952803648 -0.98896428961744431 1.0000000180025095e-35 0.58460966528228819 2.250834115212506 1.0000000180025095e-35 1.2392246218941685 1.0000000180025095e-35 1.0000000180025095e-35 5.0246054876517006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 7 6 19 13 9 -3 -10 -5 -7 21 -12 -16 17 -4 -19 29 -21 -2 23 25 26 -23 27 -24 -29 -6
right_child=1 8 16 11 5 12 -8 -9 10 -11 14 -13 -14 -15 15 -17 -18 18 -20 20 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.6736199026452027e-05 8.1476664716153299e-05 -0.00011496324473357194 1.3984591132974369e-05 4.7022548818713252e-05 -7.7702497201167522e-05 -0.0002204572241483642 0.00045316221827579843 -8.5038563762471623e-05 -5.2411546646768416e-05 0.00046201322288409415 -0.00014523359998388241 0.0002159285054712477 -8.8429335738517625e-05 -0.00021655462015783032 0.0001898273758608171 0.0017893505118579268 -0.0002428890256516915 -0.00019145434982267628 0.00031222982084056958 -0.00012852747596726939 0.0001019147362342798 0.0002193966294106968 -0.00012193828655523421 -0.00011372033292627475 0.0001640096947943536 2.5329088879503666e-05 5.5850292321626197e-05 -6.795396105260324e-05 4.1635974429404994e-05 0.00070518966016921568
leaf_count=12551 14577 4821 3130 6893 39532 15976 550 28849 29774 1384 63616 10115 18991 2456 290 50 689 487 3630 2886 7370 7677 22876 5528 4412 9081 8707 20718 14167 148
internal_value=0 -0.0593066 -0.0371697 0.0923243 -0.0450134 -0.0964148 -0.0488077 -0.0169962 -0.124629 0.054487 -0.138717 0.180629 -0.173024 0.00211519 -0.175481 0.569488 0.148831 0.191168 0.317651 -0.057413 0.0507553 0.00806222 -0.00755649 0.0765651 -0.0342378 0.142016 -0.0528646 -0.0743125 -0.0291147 -0.0918265
internal_count=361931 332372 232437 29559 224501 85453 50486 139048 99935 6205 93730 17008 34967 110199 63956 340 7936 7247 4117 49936 10256 107743 93166 22286 70880 16758 66468 57761 34885 39680
shrinkage=0.000804263


Tree=1166
num_leaves=31
num_cat=0
split_feature=785 519 728 962 803 728 588 666 678 609 728 575 1452 1458 578 1218 934 1376 533 875 382 1469 693 803 1467 21 1311 1470 815 911
split_gain=141.58 94.4383 97.0232 127.492 104.469 87.5093 82.9377 74.5909 73.654 71.745 66.4279 62.2487 62.0319 61.9873 57.2764 56.3927 56.1598 54.0553 50.4596 51.0351 49.5625 46.7566 43.7506 43.6168 41.9682 41.9639 40.991 40.8816 40.44 40.0953
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 1.9682860324222273 -0.49008176997875957 0.71188872395471614 0.45873907618427312 0.34708990927187483 1.6285028476148826 -0.49008176997875957 1.0000000180025095e-35 0.62995620057108082 1.8460070869938618 -0.87905496296652397 3.9048232315577729 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.53568775283694692 1.0000000180025095e-35 1.2583653301586482 -1.517863073859208 4.1943791076760144 0.060492031153216698 1.0000000180025095e-35 3.6225485867211153 1.3024667090820021 1.0000000180025095e-35 0.80962313860796276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 12 4 8 -3 11 23 13 -9 -1 -7 16 15 -12 18 22 24 -4 -20 -13 27 -2 -6 -10 -16 28 -14 -5 -8
right_child=1 5 3 26 7 6 29 9 17 -11 14 20 21 -15 25 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016241039799278013 -0.00010948649526449089 -0.00017501509531078581 -0.00016176426803098671 -0.0002592598506213936 -4.5216443481969161e-05 -8.6428720745764984e-05 0.0004099072941948512 0.00034678065414560843 -3.1906890830723359e-05 -0.00051895568846536282 0.00030357858021647685 0.00024879189173702818 0.00011203882953172609 6.9683647673392501e-05 -1.0865541906786616e-05 0.00037939886235073279 -8.0672242058476266e-05 -0.00010563673403541672 -0.00010687322868889179 1.2449773706141475e-05 -6.4837239282526113e-06 -0.00057877501454536991 8.2337324945248045e-05 0.0005170502127552441 7.2223496338108e-05 0.00013341388709294706 0.00058243940940441296 0.00061332450028575515 -0.00012918503598413663 3.8442517149560712e-06
leaf_count=3396 5507 3824 50022 23972 6168 5883 2803 3537 32981 279 3407 4503 10477 6059 9885 614 25505 20505 55595 13858 3684 395 16819 387 16637 12871 222 480 20835 821
internal_value=0 -0.0615839 -0.0728433 -0.0935045 -0.0730905 0.0680478 0.127293 0.130287 -0.0856581 0.353128 0.0904639 0.0553206 0.0060373 -0.120853 0.124049 -0.133637 -0.0298907 -0.0312917 -0.137869 -0.101379 0.168498 0.145765 0.0512502 -0.0104312 0.0044236 0.0867976 -0.22589 0.167142 -0.232735 0.396373
internal_count=361931 332372 310854 251671 206642 21518 17694 10371 196271 3816 29559 14070 59183 126148 26163 120089 47831 70123 119475 69453 8187 11352 22326 6555 49618 22756 45029 10957 44807 3624
shrinkage=0.000804263


Tree=1167
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 727 921 727 890 1459 21 150 830 647 590 570 15 11 1453 1145 1444 706 564 546 990 927 1043 1447 340 1002
split_gain=174.854 110.736 84.8694 89.3783 90.6454 74.58 69.5437 52.2896 43.8 43.3516 43.076 41.6811 41.4156 41.1273 118.836 42.997 37.2905 43.3243 36.6935 36.2606 38.9146 36.024 39.5021 35.7985 35.7117 35.5833 37.6446 34.8491 34.8107 34.6519
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -1.5722412400100421 -1.0182342416987082 0.77133902740777927 1.0000000180025095e-35 -0.44597028601474703 1.6405209124780595 -0.87782724458594241 0.58895901036483078 -0.4998781572545779 1.5345964658009021 -0.92441224859975035 1.257127198603895 1.0000000180025095e-35 1.0000000180025095e-35 0.62672487627420737 1.9546110090380651 -0.60246384342380399 1.0000000180025095e-35 1.0483613175537825 -1.2025398219287566 1.2420411362750934 0.54703477416996305 0.69854289147193727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 21 18 -8 -2 11 28 -5 29 14 -3 16 19 -18 -4 20 -15 -1 25 -13 -17 26 -23 -6 -7 -9
right_child=1 13 6 9 27 10 7 12 -10 -11 -12 23 -14 15 -16 24 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019526338952071437 -0.00037401876891472144 -0.00019798946760076128 -0.00011063081304812239 -0.00016503584979274538 -0.00015428144775645323 3.941957695112309e-06 -0.00020811556409504415 0.00011267886171189709 -0.00021755373123308046 -4.431987965535662e-05 0.00010831508913266434 -0.00014033168606921085 0.00038998661369022525 -8.9035968451815504e-05 0.00028742257813763961 -0.00027532176640224909 0.0015433040318965576 1.5669075520323297e-05 5.0221447650887664e-05 -0.00024575784134183565 -0.00027822530575691062 -0.00058654763969515501 0.00023747111584857 -6.4013723153961773e-05 -0.00019235989428070796 0.00021307183439176928 -8.992134127544197e-05 -4.0364302622318306e-05 -0.00026889554345581025 -0.00019878916540505353
leaf_count=5567 9953 4821 31437 36087 39775 5708 1294 4464 31414 15940 10115 23539 971 14892 1384 26275 38 2122 3114 11199 3986 368 906 27435 35218 722 4988 6148 1185 866
internal_value=0 -0.202722 -0.178782 -0.198842 -0.254732 -0.0330071 -0.0945236 0.0816602 -0.345944 -0.159413 0.0620817 -0.178379 0.157551 -0.270902 -0.0967643 -0.284297 -0.214851 0.0700994 -0.135404 -0.237523 -0.17776 -0.150645 -0.0563874 -0.141776 -0.322115 -0.114525 -0.171253 -0.195497 -0.0640615 0.089114
internal_count=361931 332372 232437 190291 87290 29559 42146 7595 41367 103001 17008 87061 6301 99935 6205 93730 32237 2160 34551 30077 18878 12551 6984 50974 61493 6078 5356 45923 6893 5330
shrinkage=0.000700159


Tree=1168
num_leaves=31
num_cat=0
split_feature=785 181 728 852 727 784 427 188 647 590 1447 846 21 1470 1470 363 539 725 491 694 269 902 921 815 705 1223 783 497 125 1450
split_gain=159.696 123.056 96.1514 75.9549 64.5507 63.2838 45.9405 45.8238 44.0633 114.299 43.7992 43.0218 42.9311 40.4877 40.002 46.6379 44.1227 50.4717 52.6244 48.6579 40.7452 39.5232 39.118 38.047 49.3388 46.0174 41.8357 51.7217 37.1045 43.4839
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.9594655836162902 -1.3213734904502978 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.74484333252909696 -0.53268848306471728 1.0000000180025095e-35 -1.3664195657027294 -1.0825793710432012 -0.80182147927573577 0.6695026854463163 1.0000000180025095e-35 -0.40631815796528004 1.2068919961524249 -0.36806838854686125 2.8598131612861191 0.62154522891879982 1.0000000180025095e-35 0.37185795862114152 1.0000000180025095e-35 -0.63546430323187786 0.32537039755192221 1.0000000180025095e-35 5.3559123225395862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 -1 6 -5 28 9 -4 14 -10 -6 -7 15 -2 17 19 -19 -16 -18 -20 -15 25 -25 -8 27 -26 29 -3
right_child=1 7 8 5 12 13 23 -9 11 -11 -12 -13 -14 22 16 -17 20 18 21 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-2.333901972997974e-05 0.00033352342592536845 -0.00033960465583282427 -0.00012266966129860979 -0.00019225603648616868 4.0007748094618044e-05 -0.0006176292199581169 -0.00013874315524641401 -0.00010520858593539917 -5.5563413935446612e-05 0.00053470921269324699 3.0280674035391397e-05 -0.00016514840028572798 0.0002306133849370453 5.5044942674827971e-05 0.00015461616180910612 -4.1855548753950319e-05 -0.00016005425851619957 -0.00032303729507822073 -0.00015283594057137283 -0.00013309769248836864 5.5173245080097907e-05 0.00051092644920470174 0.00023932394144080037 -4.3810465300529086e-05 5.6406052698897514e-05 -1.5732948077754146e-06 2.568059542907515e-05 0.00034464052483678694 -0.00016059256252130201 0.0011449352034049412
leaf_count=12551 1341 15167 3910 6359 6893 257 18529 37046 23148 1186 10235 50211 10115 15561 3294 8284 5321 11640 18642 7734 7093 344 4959 19907 4465 20670 16081 3381 17541 66
internal_value=0 -0.0769391 -0.0569031 -0.0321671 0.0839122 0.00167468 -0.0233426 -0.170785 -0.128978 0.0696788 -0.088066 -0.145075 0.169867 0.102818 -0.111744 0.0149212 -0.136644 -0.176426 -0.226443 -0.0450303 -0.0320048 -0.157562 0.113044 -0.0114813 0.0271095 -0.0636716 0.0865367 0.20537 -0.246875 -0.366693
internal_count=361931 332372 262552 184097 29559 110169 89392 69820 78455 5096 73928 73359 17008 20777 63693 9625 54068 41654 30626 11028 12414 18986 20520 83033 43834 39199 23927 7846 32774 15233
shrinkage=0.000887971


Tree=1169
num_leaves=31
num_cat=0
split_feature=785 1309 62 727 21 476 257 194 194 1457 830 577 21 553 1462 941 1229 257 728 1450 578 875 478 1097 5 1071 927 11 962 77
split_gain=173.945 109.968 88.1171 76.4832 72.0136 68.2169 67.6755 80.786 59.3859 58.8633 45.8916 44.6833 42.3505 38.944 41.0082 38.8856 39.7986 48.4098 43.0977 36.4479 36.1633 35.6911 35.5705 34.9611 41.5429 33.8301 33.0481 32.6993 32.1841 31.3773
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -2.7818205974049124 -1.0099296266851885 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4496650373183211 0.78234099439613802 1.0000000180025095e-35 1.0000000180025095e-35 0.057212847367097246 1.4813153935732892 3.0707296396180284 0.68842730247739281 1.0000000180025095e-35 -0.90320472132347296 6.3256978922114095 -0.87905496296652397 1.4769607695451421 1.3930357108364988 0.26160684325558059 -1.5452939114846507 0.69084194168817237 1.0483613175537825 -0.42129106556329554 0.49114601774772187 0.95053894427522623
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 20 -2 19 7 -6 15 21 13 -10 22 14 -3 16 17 18 -7 -4 -1 -8 28 -19 -25 -13 27 -22 -5 -14
right_child=1 10 5 12 6 8 9 -9 11 -11 -12 25 29 -15 -16 -17 -18 23 -20 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00018337125744393308 0.00045677347309020086 -2.0916971686111995e-05 -0.00013505711489156363 0.00014026039587243795 -0.00029368516606716264 -7.4324000195441564e-06 -0.00010748171019395768 -0.00012062618136651327 -4.1961339774631797e-05 7.6182920168517632e-05 4.8573019485326679e-05 6.2975600434640931e-05 0.0001598974538201678 -8.2821661948553289e-05 0.00011780196716547637 0.00029219547931665107 1.6474351756637725e-05 -0.00013584118064209231 -0.00021098974056350594 0.0010736499435491074 -0.00019298234848061135 6.7831211749451423e-05 -0.00024029107097626749 0.0012040596950465352 -5.9540525453152322e-06 -7.4164780628809725e-05 0.00017115747306635029 -1.6710895462778083e-05 -0.00011054177560320771 0.00039965362475740399
leaf_count=1537 450 49976 24918 4688 19392 3426 52005 26303 28091 4867 20441 22806 8550 22445 4681 574 7705 7865 18579 44 3479 2942 815 50 10496 4316 1176 6359 1390 1565
internal_value=0 -0.0743037 -0.103409 0.0936082 -0.157135 -0.0656302 -0.162098 -0.244439 -0.0436626 -0.115962 -0.0163795 -0.000308109 0.187012 -0.0409119 -0.0112396 -0.10709 -0.115547 -0.14871 -0.241401 -0.187456 -0.0265627 -0.138899 0.0630073 -0.0737521 0.00171227 0.0581145 -0.0686318 -0.109219 0.117643 0.27609
internal_count=361931 332372 234829 29559 105959 128870 105509 45695 103908 59814 97543 55213 17008 77102 54657 48695 48121 40416 22005 24962 12551 54947 6893 18411 10546 27122 11014 9838 6078 10115
shrinkage=0.000700159


Tree=1170
num_leaves=31
num_cat=0
split_feature=785 125 50 750 728 930 869 1452 1470 694 727 519 728 57 933 588 684 131 644 909 547 279 1470 1378 1466 578 909 561 294 1028
split_gain=145.148 100.473 109.517 94.7331 70.1415 81.1566 72.4449 68.5342 66.4078 62.2106 61.5449 60.201 84.4372 64.6283 53.5622 55.7222 52.9231 48.2995 39.0261 38.3371 38.0226 37.525 36.6523 40.6805 36.4817 36.0592 35.7576 35.3471 35.1079 34.3511
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 -0.49008176997875957 -0.9149690415980628 1.0000000180025095e-35 0.79547082264194502 1.3024667090820021 1.4410699139383063 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 0.72527224708021132 0.68806224955729689 -0.31407487021714353 -0.58965889020528339 -1.2826351221583661 -0.34929633066952553 1.0177766212561699 1.4078093546699517 -1.1438953002515546 -1.2954595170378473 0.80891129331221767 -0.081864550713907927 -0.87905496296652397 2.2320253790698321 -0.80980138826440073 -0.56663193860102889 -0.66275050977156291
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 7 -6 16 9 26 -2 25 13 -13 21 15 -14 18 -18 -7 -8 -12 -3 -5 -24 -10 -1 -9 -4 -25 -29
right_child=1 11 27 22 5 6 19 8 24 -11 20 12 14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 28 -26 -27 -28 29 -30 -31
leaf_value=0.00018993752697430119 3.1236609932253775e-05 -0.00016642095316721881 5.7948390037806213e-05 7.3590640549849658e-05 -0.0001671718966370817 -2.7873804736202161e-05 -0.00010636810942914059 8.1277570689210801e-05 0.0011195764382541354 -0.00011979768218565306 0.00014090074347716293 -0.00017111268459083081 3.9482364314829693e-05 8.1908909975552175e-05 -4.743770591155916e-05 0.00027252761049369293 -0.00011645143248238907 3.6443612109303236e-05 -0.00013095474712293052 -0.00025879152131288118 -0.00014407887764731941 -2.8357017618547449e-05 -0.00023450460163834289 0.0003076380634571672 -0.00076125135322776725 -4.1631331603043637e-05 0.00060579305814596719 -8.2962574817884653e-05 -0.00013824621349082039 1.5972689662218388e-06
leaf_count=1537 13574 5922 13837 1384 31738 17431 28654 4753 188 13393 15968 2206 3286 9877 2437 5524 7962 25131 20809 6028 1040 43828 23240 673 36 11014 258 18545 1525 30133
internal_value=0 -0.063314 -0.0865088 -0.11657 -0.0984596 -0.123263 -0.0942571 -0.00652598 0.215518 -0.0537514 0.0906501 0.00357257 0.124507 -0.0262799 0.193839 0.267517 -0.0550872 0.0101212 -0.114193 -0.189779 0.174943 -0.0600101 -0.268513 -0.295271 1.3109 -0.0173175 0.162628 -0.0107462 0.00453661 -0.0384186
internal_count=361931 332372 259292 196777 169955 137753 106015 32202 5235 26967 29559 73080 13453 59627 11247 8810 71333 33093 38240 34682 17008 49750 26822 25438 224 12551 5011 62515 2198 48678
shrinkage=0.000700159


Tree=1171
num_leaves=31
num_cat=0
split_feature=785 561 1312 212 727 495 452 444 125 21 1076 363 510 1251 1470 1112 958 1425 21 491 18 578 487 534 567 732 1388 501 50 1450
split_gain=59.9546 54.4207 43.3771 45.8114 42.9561 39.3837 58.7879 39.3835 39.7217 38.3981 36.0262 37.1486 35.6764 34.4191 32.1773 32.095 31.708 34.9409 31.4523 30.4729 30.3703 30.0849 29.8279 29.5956 33.9848 32.7185 30.7085 29.313 28.8445 28.7558
threshold=-0.86283290253235112 0.31596849172080727 0.35015719381843119 -1.1063541903451692 1.0000000180025095e-35 1.427853714779977 0.60725649753328859 -1.030303753827398 1.5320262332576917 -3.9164670491403295 -0.58297395077464731 0.82657874128394393 0.38372562508375863 -0.23856665828570967 -1.248152817927926 -0.64373998679386513 1.313041538630376 1.1710607803345987 1.0000000180025095e-35 -0.31093519350620025 0.17984773694040287 -0.87905496296652397 3.8907472001618086 -0.65191143814350749 1.9608858936429996 1.0000000180025095e-35 2.3422194059015995 -0.3779707675934903 0.55630078546380823 5.9886066514163909
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 14 21 10 -7 -3 13 -4 22 16 20 29 -2 -13 17 23 -6 -15 -8 -1 -5 25 26 -12 -25 -27 -11 -9
right_child=1 7 9 5 18 6 12 8 -10 28 11 15 -14 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.00069357291422280103 0.00066722239436877882 -0.00067451045249455747 0.0018038404513638869 0.00026544078741397639 9.1377499230092246e-05 -0.00044824688259530925 0.001019771319696005 -9.3360548740151192e-05 0.00029158868833793804 -0.00030541995354105555 -0.0004518748830586748 -0.00086986707809164098 -0.0010436530269092978 -0.000576575858020634 -0.00042289232742893186 -0.00012236163648609319 0.0004084770261251278 0.0003138753676245072 0.00062175042368588587 -0.00021407405663130381 -0.00060708441140898623 -0.0001716917761366206 0.0039770530794682214 -1.6660606190082823e-06 0.00073455504348414371 0.00029331826003970904 0.0009028905608159366 -0.00023819752849118213 3.3419644216657463e-05 0.0028124883109727126
leaf_count=1537 1128 10320 331 26471 6893 12844 2233 39791 5706 43424 10136 3759 540 20909 15406 10586 9679 12897 10115 26443 532 11014 67 45943 2675 6640 1341 9312 13159 100
internal_value=0 -0.0313098 -0.0128501 0.0039166 0.0689711 0.0147081 -0.0882214 -0.0780399 -0.0642798 -0.0700576 0.0266214 0.0090285 0.163444 -0.0787138 -0.117467 -0.102516 0.0234593 0.0106171 0.140793 -0.124531 0.255805 -0.0218672 0.0977595 -0.00825146 0.0247114 -0.0660071 0.010084 -0.00412773 -0.0753545 -0.0291104
internal_count=361931 332372 229103 172189 29559 155655 16149 103269 92949 56914 139506 112968 3305 87243 16534 14345 98623 88944 17008 47352 2765 12551 26538 76047 49959 26088 47284 15952 56583 39891
shrinkage=0.00283103


Tree=1172
num_leaves=31
num_cat=0
split_feature=470 464 1047 1392 567 341 475 1470 1470 1464 1459 1452 783 1468 126 122 785 1457 1464 648 944 1036 423 776 1246 418 1466 764 1053 1016
split_gain=55.4468 79.3979 51.6462 43.7926 44.9118 42.7965 43.3779 49.5309 39.9641 43.9449 58.3854 42.8362 38.728 34.5916 33.6945 33.6344 33.4853 31.463 34.8496 31.2149 31.1128 35.251 31.0808 29.7123 29.5501 36.8466 29.4482 32.927 29.0529 28.5567
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.64366902969566719 -0.38148854039667551 1.998720572306893 1.6369401821412268 1.0000000180025095e-35 -0.19557876273217531 -1.3545928909252491 -0.055861328723445854 -0.33635779137711869 0.19733509328163915 0.2400496438953339 2.3634222294985348 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.55586498231746928 -0.15205433594669945 1.0000000180025095e-35 1.4781763871474156 -0.49291796627948531 -0.63539123387270124 2.6594279389030699 -0.11761199649473518 1.7724915768289919 0.59254817745699628 -1.0542411235906197 1.5848954993434836 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 19 8 6 7 13 22 10 11 -10 23 15 28 -4 -3 -13 -19 24 21 26 -5 -8 -2 -26 27 -18 -12 -9
right_child=3 16 5 4 -6 -7 12 29 9 -11 14 17 -14 -15 -16 -17 20 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0010145194147962652 -9.6297135951238023e-05 0.00050122108724470987 0.00035793624381083225 0.00015869318218720804 0.00095737727883007636 -0.0012619569354143574 -0.00028971116607496 -0.0011058983142710002 -0.00012307283314572483 0.00032116911670484013 6.0303159241594373e-05 -0.0017239067828737509 0.00077814019932817384 -0.0018935249423843853 0.00049403466602541512 -0.00058571677645175078 -0.0009132370896732157 -0.00038341610220452092 -0.0039967972950239357 0.00011041246509593517 0.00054052196443169637 -0.00030468289955434418 -0.0023178396432058579 0.0034530246243811707 -0.00041137255262216896 -0.0018721861033481049 0.00067231819857489447 7.689537177923621e-05 -0.0011010647435036394 -0.00025674836176219068
leaf_count=20768 35218 6813 9727 519 3929 8038 10809 13689 18862 39519 17835 2441 5967 919 13930 5738 3431 5402 230 25562 5115 48551 815 217 23228 1893 4917 20938 1969 4942
internal_value=0 -0.0541416 -0.120102 0.00310131 0.031157 -0.0861634 -0.0656007 -0.115548 0.0220587 0.0271838 -0.00964245 -0.0856217 0.0398647 -0.0204083 0.0487397 0.00695397 -0.0126647 -0.222862 -0.131663 -0.0353595 -0.0261751 -0.0379626 -0.3246 -0.0536824 -0.0642069 -0.127192 0.0218878 -0.0115366 -0.010915 -0.208711
internal_count=361931 170579 80814 191352 105451 60046 52008 35015 101522 100188 60669 26935 16993 16384 33734 15465 89765 8073 5632 85901 82952 77837 1334 11026 60339 25121 29286 24369 19804 18631
shrinkage=0.00396413


Tree=1173
num_leaves=31
num_cat=0
split_feature=888 785 21 747 803 885 1458 1454 1454 1453 1461 1462 1460 21 1469 1456 1452 713 1168 791 854 797 539 1464 1467 1462 1457 1455 1461 1459
split_gain=53.5791 51.5876 48.0213 61.2805 56.4272 46.9583 44.6162 58.2154 75.5304 75.6405 106.846 57.3775 56.6481 54.6546 44.8638 54.1554 43.8322 43.7068 42.8085 46.9096 60.6456 86.0003 47.0145 42.2393 48.9054 50.3421 41.2362 40.4056 67.9084 63.5143
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 1.9682860324222273 1.6290983814687661 0.20667703603638712 -0.90309121467478037 -0.58754815837321106 -0.14756540052680775 -0.029515002558395627 0.20439603453550378 1.0012333990267608 -3.2545899522946695 0.28271063087949944 0.25279868882371143 0.16548447907729763 1.0000000180025095e-35 1.4187720419083558 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 0.6695026854463163 0.71492702701447042 4.808695702623436 -0.25871701347425374 2.331735690150071 0.80851755981579754 2.5032120688259147 1.1875571719422735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 6 -4 18 -6 12 -8 9 -9 11 -11 13 -3 23 16 -16 -1 19 20 21 -5 -21 24 25 -15 -25 28 -10 -29
right_child=-2 2 3 4 5 -7 7 8 27 10 -12 -13 -14 14 15 -17 -18 -19 -20 22 -22 -23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=-0.00077876859790519302 -0.0004103922794945321 0.0026994723191738914 -0.0003469557236550638 -0.00028742568571029357 0.0010178732984068911 -0.0011732384986023687 -0.0022602515794175292 0.00051740010837561295 -9.6320484132506477e-05 0.0053325933134787482 -0.000726408378841368 0.00047221179777499466 0.00098439902830624836 0.00044927465335239963 -4.9291141979613905e-06 -0.0017073196918893079 -0.0014235868966936201 0.00042782904671661572 -0.00080883028519478854 7.2436613859967682e-05 -0.00022069715930761683 0.0016179263250929083 0.00089519764479713715 -0.0013554557987415926 0.005723776065986173 -0.00048642370070859639 0.0022342970165321781 0.0015150866291862913 0.0022438331803365974 -0.00041364530108307094
leaf_count=2683 46198 467 86149 3653 5328 764 742 2522 17018 837 506 277 3779 15490 9774 4232 3073 23889 7720 25450 74359 3015 5723 3136 87 8134 293 3884 922 1827
internal_value=0 -0.010327 -0.0196361 -0.0363828 -0.00717509 0.183921 0.0311671 0.0994789 0.115044 0.402411 0.753412 1.08576 -0.0155073 -0.0418207 -0.0520294 -0.156484 -0.0795355 0.0785448 -0.0182417 -0.00890537 -0.0361042 0.152468 0.0629878 0.00570458 0.040638 0.0321865 -0.246662 0.0676765 0.0120238 0.220087
internal_count=361931 315733 289161 212161 126012 6092 77000 28535 27793 4142 1620 1114 48465 44686 44219 17079 12847 26572 119920 112200 81027 6668 31173 27140 23711 23624 3429 23651 17940 5711
shrinkage=0.00404341


Tree=1174
num_leaves=31
num_cat=0
split_feature=134 616 1307 147 785 1286 841 8 1286 1116 1242 1291 495 727 830 843 1464 1458 1116 539 997 1450 212 195 474 1470 503 854 896 706
split_gain=52.3811 51.0435 49.8649 48.4266 48.0769 51.7664 40.1964 39.295 38.5159 39.1883 38.4252 39.1478 37.4269 36.6884 35.6334 35.3317 35.2631 42.9413 39.318 34.5182 34.3042 33.296 31.5639 31.2828 31.244 30.8678 30.6482 30.5247 34.3453 31.61
threshold=1.35321484427453 1.0032126598012274 1.6294210021612947 -0.54444506923697777 -0.86283290253235112 0.78161905918100072 1.076958258958197 -1.1682601467869407 4.0066926509047791 2.8395370799469446 1.7163795763512886 1.0000000180025095e-35 0.66068483111385701 1.0000000180025095e-35 0.61526171830939214 2.539957888746601 1.0000000180025095e-35 1.7240176626431569 -0.95171119386051817 1.0000000180025095e-35 -0.55302200848745542 0.88343564287383192 -1.0744338601041792 1.3909106807663625 1.0000000180025095e-35 -1.3545928909252491 2.9200170006263684 0.6247898780741229 -1.1308725805994078 0.82104289547369691
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 13 12 -2 -7 9 10 11 24 15 27 -9 16 17 -6 -18 -5 23 -20 -14 -16 -3 -15 -11 28 -1 -30
right_child=3 8 -4 19 5 7 -8 14 -10 26 -12 -13 22 25 20 -17 18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00097230655430673965 0.00019127196044036547 -3.8384254819766718e-05 -0.00040765163269226959 -0.00086540550274543803 -0.00017333139470045918 -0.00077919488331901926 -0.0011197508822176642 0.00013593548033694731 0.0062408448297006985 0.0010699079289073663 0.00089503198085981548 -0.00089962590807772394 -0.0014738745222662411 -0.0066417052183628629 0.0013773923302196928 0.001711043165775342 -0.00050875624983600135 0.00073314536336676554 0.00017515843194076966 -0.0002925576628210032 0.00031988304576395775 0.00086225968371980125 -0.00023801058570971969 -0.00045240440433190525 -0.0013304040383689561 0.00076402919974248172 0.0070963868486466153 -0.0011256640310075814 -0.0001428708073504922 0.001070422429855932
leaf_count=1322 19912 13776 27236 23978 72137 2846 2630 23740 62 535 1925 16081 1927 42 5134 855 6339 3746 34418 23338 8312 5906 42273 731 2545 13003 63 1365 2745 3009
internal_value=0 -0.00701225 0.00271577 -0.082807 0.0118164 0.00143822 0.00958071 0.0686392 -0.0964305 -0.10051 -0.112869 -0.133335 -0.0161227 0.107045 0.0851835 0.00370625 0.000399386 -0.0296122 0.0468921 -0.131362 0.166036 0.0698542 -0.0703956 0.284609 -0.0503841 0.182776 0.451579 0.00570639 0.0582557 0.124889
internal_count=361931 292073 257086 69858 229850 208364 22542 40763 34987 34925 34327 32402 167601 21486 37917 123401 122546 75883 46663 47316 14177 40324 44200 5865 16321 13045 598 8441 7076 5754
shrinkage=0.00404341


Tree=1175
num_leaves=31
num_cat=0
split_feature=50 56 1470 729 785 852 928 21 1298 784 156 544 747 635 971 209 43 1020 1311 829 45 62 194 1108 147 1469 885 978 899 382
split_gain=52.0387 87.9688 40.2013 39.0187 36.7195 41.7126 41.9571 41.4448 36.1986 35.9083 35.7952 35.3407 34.662 34.4238 34.252 33.4536 32.9941 32.9343 32.3346 38.1423 31.3469 32.0909 32.1063 30.3183 31.5022 30.2433 29.9674 29.9581 30.7394 32.4651
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 0.75637635299260908 -0.86283290253235112 1.0000000180025095e-35 -0.52992354128753727 -0.70163543588998201 1.0000000180025095e-35 0.9594655836162902 -0.57273762479460333 1.0000000180025095e-35 1.6274895855248437 -1.0400411975100645 -0.59029588995674398 -1.038133627958042 1.0000000180025095e-35 1.0000000180025095e-35 3.1487438132378309 -0.63455123233176769 1.0000000180025095e-35 -0.37712515092315846 0.58307762070518543 -0.39827838259144405 1.0326372849411598 -1.3184646215665221 5.4658443334279108 3.0027013568658325 -0.10197710209315029 0.37699235038105439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 7 9 8 10 -7 -6 -2 -11 -3 -13 -8 27 -5 23 -20 21 25 26 24 -19 -4 -23 28 29 -15
right_child=3 13 20 17 5 6 15 -9 -10 12 -12 14 -14 16 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00023627253815066459 0.00082061812596771668 -0.0004853154762744075 0.0017646371424701838 -0.00036905382489099123 0.00044316244184790189 0.0003398661514934812 -0.00065290114612997542 -0.00014332384459170072 0.00046750125115576556 0.001366774736036618 -0.0004786307369108247 -0.0013134897056920932 -0.0012781133032728886 -0.00024366495396670553 0.00037215940003422748 0.00015256810611528792 -0.0003222347773592511 7.8930284542609911e-05 -0.0026442915774894755 0.0036925037037062094 -0.00019383233777230962 -0.00053562050302329305 0.0028979067300859509 -0.00024351926684923757 0.0010456272365447052 -0.0011616721146772006 0.0029734908193763312 0.0021416681889301881 0.00022905059387245093 0.00027707498907093928
leaf_count=4567 6892 11133 257 28807 3927 10793 3347 60852 13096 3148 7094 924 256 22705 2093 22927 15743 12745 78 237 18342 34982 123 17976 2190 15708 113 339 31621 8916
internal_value=0 -0.0506954 -0.124579 0.00497065 0.0240261 0.0143972 0.0686393 -0.0134917 0.0653393 0.158805 -0.0364685 0.152697 0.343764 -0.00889067 -0.0379236 0.0189408 0.00517485 -0.0450637 0.000515935 0.69887 -0.144671 -0.18313 -0.146259 -0.00650683 0.0644395 -0.317504 -0.152558 0.0251274 0.02154 -0.0272204
internal_count=361931 164549 74092 197382 135349 125440 40471 84969 24117 14197 11021 9909 3404 90457 3017 26274 79324 62033 33226 315 69525 51183 35218 32911 14935 15965 35095 63581 63242 31621
shrinkage=0.00338335


Tree=1176
num_leaves=31
num_cat=0
split_feature=1022 1154 1304 792 821 705 836 933 821 1436 789 898 1450 67 254 646 225 1450 1116 954 503 777 995 1051 723 561 616 401 726 1051
split_gain=50.9482 100.635 58.8608 42.9464 48.9836 54.11 45.6497 45.0681 41.0462 45.0438 40.5879 44.077 40.3552 38.3073 39.3305 38.2007 36.7706 36.2245 35.7928 35.4136 35.3204 35.206 34.1884 35.4185 34.1314 33.2079 31.4686 30.4947 35.8747 32.033
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.94892239677896928 1.0000000180025095e-35 -1.0305144854359449 0.60313336694809927 0.33874722615291447 0.68806224955729689 -1.3373200915743719 1.0000000180025095e-35 1.1248358748350926 -0.39563059382848575 0.13839823161113457 0.2639097113453524 1.4590023375957022 1.0000000180025095e-35 -0.74286031089648186 -0.67806027517800449 3.0978055213067548 0.98873640907070304 -0.94607543640072678 0.16908566243229692 1.0000000180025095e-35 0.26215981169881675 2.9753056931511859 -0.87864343128507894 1.43551010981503 0.66778437295061321 1.0000000180025095e-35 3.5926503781727646
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 16 -6 7 10 -4 12 11 -5 22 14 25 -8 -2 -15 19 -12 -9 -14 23 24 -10 -3 -7 28 -13 -30
right_child=3 13 8 6 5 26 15 20 9 -11 18 27 21 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0010714378103793018 0.00045222134205150755 0.00024859538182544794 -0.0013258837251327279 0.00061898318514802043 9.6684572024832407e-05 0.00069045365587968764 -5.2649941174622907e-05 0.00085020735185252461 -5.9866604777705826e-05 0.00015163150336046567 -0.00044628873969989745 0.00064983895677876811 0.00022104129733506006 -0.00035167790110266774 0.00061934662634522883 -0.00054920338536306368 -0.00031522984821862748 0.00049935948372139573 0.005166731731018134 0.00068172244488152371 -0.00050944633215995448 -0.00097552279289944916 -0.0010318411920118096 -0.00084622789265263775 0.0073621176965861243 -0.0002433089402371424 -0.00070718912228855558 0.00051791488473396932 -0.00031094422848453203 0.0051341217984240952
leaf_count=19470 6159 12025 5911 15208 32446 19175 21199 1394 10177 12404 12583 3235 9723 3939 4950 19508 22353 13878 69 1844 12330 2771 12521 8122 29 55337 1212 6275 15621 63
internal_value=0 -0.0483247 -0.120084 0.00645712 0.0451813 0.0806444 -0.0215154 0.0130455 -0.0901315 -0.0746169 0.0410918 0.0754242 -0.116044 -0.00109026 -0.0262545 -0.0788956 -0.0378867 0.083932 -0.0618319 -0.0704534 -0.0988084 -0.00343312 -0.167668 -0.101502 -0.00571388 -0.0410775 0.165437 0.0187397 -0.0293266 -0.0760495
internal_count=361931 171257 81128 190674 81345 52833 109329 68622 61658 55747 54898 40402 43343 90129 72312 40707 28512 17817 14496 14427 13724 12494 30849 18328 10206 67362 20387 25194 18919 15684
shrinkage=0.00373549


Tree=1177
num_leaves=31
num_cat=0
split_feature=1078 65 1458 1465 1459 1463 1464 1463 1458 1455 1453 1467 1450 1449 1465 21 1426 139 1457 832 1459 954 372 1453 564 1464 1450 1467 1452 1464
split_gain=49.3682 44.032 42.9824 41.8816 43.2526 41.5263 42.0168 56.7581 54.1648 46.8722 52.813 46.8022 50.9388 40.0023 38.7406 47.5124 39.7219 38.6101 39.1758 38.5864 38.1661 37.9199 35.9948 35.2022 34.7381 37.0995 33.8491 33.4436 32.5844 32.2719
threshold=1.0000000180025095e-35 -0.39289434837986426 -0.19179933198544472 -0.5036825728146862 1.9632967188765165 -0.052537044703927886 -0.025103616233642181 -0.23884079478003004 -0.052322186247877135 0.84289235919686512 1.0524367085687503 -0.073724406702634568 1.0000000180025095e-35 -0.007362941269655302 -0.45749305878403218 -1.8362818876253988 1.3963709736238232 -0.68371759041605995 0.71190102340985317 0.2579443103264753 3.9622612253260763 3.5442616861027205 -0.89164644713046382 1.9142027959396961 0.68247851672035531 -0.22658184562107234 -0.01180047070279761 4.808695702623436 1.0409243383084115 -0.27515551436605507
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 23 -5 6 7 21 9 10 11 12 29 -6 19 -16 28 -7 22 -4 -20 -1 -19 27 25 -13 -11 -3 -17 -9
right_child=-2 2 14 4 13 17 -8 8 -10 26 -12 24 -14 -15 15 16 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.6046440633806765e-05 -0.00030098196952948786 -0.0007658519507995179 0.00057689431295573142 -0.0002099770505467961 0.0029523552026797868 0.00058131908877891397 0.00018794249663820744 -0.0020130571191285369 0.0003541112864428047 0.0027854705006521751 0.0026531678584018094 -0.0016670729951361043 -0.00027847417710738032 -0.00031522087182435138 0.0020246362264417111 -0.00021406528161569603 -0.0011669556743525026 0.00071998771196579681 0.00073072142039002849 -0.00026109721680205315 -0.0022989568488360752 -0.0027049309211738528 -9.3626862360945512e-05 0.0014154050541862792 0.0018985867100295894 0.0024975298819557277 -0.0030462713194999288 0.0056322808617335499 0.00074101791954989929 -0.0042045659773007156
leaf_count=52560 71586 21435 14811 44694 559 16672 36254 3777 2352 341 224 1120 1284 473 756 27718 4121 4648 8028 7262 292 404 35641 562 432 187 115 43 2932 648
internal_value=0 -0.00424549 -0.0386155 -0.0798889 -0.04052 0.0179399 -0.010479 -0.0452771 -0.198293 -0.290435 -0.334725 -0.370909 -0.472574 0.379124 0.00735783 -0.0404125 -0.053535 0.0595777 0.0284274 0.0830361 0.157414 -0.0168033 -0.000540333 -0.169014 -0.0428267 -0.243393 0.393267 -0.187311 -0.0278315 -0.590767
internal_count=361931 290345 125366 67766 45726 164979 99698 63444 10480 8128 7672 7448 5709 1032 57600 35527 34771 65281 48609 22073 8320 52964 40289 22040 1739 1307 456 21478 30650 4425
shrinkage=0.00396413


Tree=1178
num_leaves=31
num_cat=0
split_feature=1430 1298 1444 746 1469 464 1368 606 1187 1078 651 653 747 1453 1460 21 943 1116 131 1457 996 21 704 365 964 582 905 846 970 1321
split_gain=48.7607 78.6825 66.5055 63.5958 47.8653 50.6377 39.3054 38.5708 37.5526 36.0249 35.2497 35.1314 34.6227 33.75 35.2129 33.7444 34.1096 34.8461 35.6672 33.3851 33.3355 32.9301 37.5481 32.6224 32.3256 31.6191 34.3078 31.4094 31.3656 31.2204
threshold=0.54622893720785959 1.0000000180025095e-35 0.61050815248025436 0.66766320980544069 -1.1374964112163577 1.0000000180025095e-35 1.0000000180025095e-35 0.44224916350105375 -0.93080345430346545 2.3773680579807461 1.1107569744011787 1.4216543509230546 0.98810451262880827 1.257127198603895 4.107484149283855 -2.7818205974049124 1.4693784537238983 3.0084049069898975 0.23318464556329613 2.1222942755723575 1.0565563832172893 1.7567652095367545 -1.2394666665754022 1.3569303513633253 0.29053103139419062 1.0844420916666788 1.7332344874786689 -0.53268848306471728 -0.68903569641304141 1.6615554675365753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 8 13 11 -6 29 12 -8 23 15 -15 -3 17 27 -19 28 25 22 -10 -2 -7 -12 -27 -17 -9 -1
right_child=10 6 -4 -5 5 24 7 19 21 -11 20 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00040384121000582078 0.0001918898640866633 0.0036522242214764469 -0.0010268600245039578 0.00064554722369103 -0.0016138996400489952 -0.00034039834672249496 -6.571081214741462e-05 0.0011059744300669062 -0.0022089299684770283 -0.0033109186217357943 -0.00036451113064241044 0.00084743038475138107 0.00074360537082382796 0.00057316083649976439 -0.0028117767354921708 0.00012893744478181959 -0.00092934791732277098 -0.00068572069023209751 0.0040770634033674025 0.0027386229509388416 -0.0013441637884754867 -0.0017703856153033915 -0.00041886761114075087 -0.00056487783313879556 0.00034306736925963861 0.0016745407935192178 -0.002018820325748915 -0.00031204317831626667 0.00023208845370142154 -0.0017031985415515642
leaf_count=11323 59232 178 17393 6027 8206 33289 38442 4577 2370 361 7315 4455 8191 7622 281 23800 7764 276 299 502 2517 2805 34599 6248 7546 1275 269 50856 13155 758
internal_value=0 -0.0311577 -0.0788915 -0.058175 -0.07517 -0.098172 0.00106864 0.0418479 -0.162719 0.0486521 0.0292556 0.0054195 0.0466577 -0.0304973 0.103201 -0.0451638 -0.0476371 -0.0342471 0.491345 0.12132 -0.0827598 -0.134862 -0.113673 0.0287087 -0.0428193 -0.021654 0.246807 -0.0388821 0.105514 0.0656466
internal_count=361931 276884 124677 107284 101257 88815 152207 61131 47980 12442 85047 42897 73671 91076 7903 83173 82995 75231 575 18234 11376 39774 36969 65480 40835 8859 1544 74656 17732 12081
shrinkage=0.00437672


Tree=1179
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 727 661 590 537 846 727 890 150 785 207 859 730 783 934 516 1388 1250 1030 603 660 50 927 746 1450
split_gain=132.552 95.9925 73.4414 67.8769 72.0453 58.9342 56.7474 46.1727 89.9302 54.5556 45.5476 44.7333 41.8872 40.6299 37.8447 36.5083 36.3049 35.7128 47.5413 45.4493 35.7791 37.8933 35.5924 35.5274 35.1601 37.6131 34.5244 34.4835 34.0455 35.2445
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.59275567010655072 0.58895901036483078 0.44238072866629086 -0.54037419750760363 -1.5722412400100421 -1.0182342416987082 -0.45926076786608272 2.9970139449733542 -0.056979058706651924 -0.98545034728205338 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 -1.1146441968703631 1.3459255012896725 0.99422031274767553 1.0000000180025095e-35 0.26872683687560334 1.4829784501753427 1.0483613175537825 1.0000000180025095e-35 0.75277923109729128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 12 17 27 8 -3 -10 22 -7 -2 -5 15 -15 -13 18 -4 24 -20 -22 -9 -8 25 -19 -12 -1 29 -14
right_child=1 7 5 13 -6 11 23 10 9 -11 26 16 28 14 -16 -17 -18 19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.1417552918742401e-05 -0.0003010708475809359 -7.6033555141542391e-05 7.8489468598148877e-05 -5.7317747709073144e-05 -4.0271728366780607e-05 -0.00011774880047178122 0.000151069292478713 -7.850723295283031e-05 3.7332533920171822e-05 0.0005221435238279736 -0.00016151201726060909 0.00049398834893670733 -0.00018823724689018417 -4.0284430499414514e-05 0.00020329461439332514 3.9687476091441425e-05 0.00016150122367154324 0.00016054080859462626 -0.00017399453346100664 -4.8205557188169806e-05 -0.00032865552421300153 1.0864655620179668e-05 0.00011988834877745142 -0.00015886420365249042 5.6712033651483394e-06 0.00051717889817739853 -2.7481160545744141e-06 0.00022081256608957669 -9.8506017045031312e-06 1.0909538018690522e-05
leaf_count=11206 9953 12157 7921 42028 45923 1294 16011 23372 1464 1125 53947 993 22240 28579 2496 29898 5308 2134 6979 3732 1167 9539 3268 997 1982 1097 4602 1345 5584 3590
internal_value=0 -0.058365 -0.0359018 -0.0551101 -0.105576 0.0434967 0.0891476 -0.124644 -0.00448703 0.353775 -0.148189 0.205478 -0.190864 -0.0204219 0.0124887 0.00188662 0.274467 0.00471005 -0.0365123 0.119182 -0.0984032 -0.0248873 -0.0655489 0.170383 0.244122 0.369226 -0.188577 -0.0146936 -0.156217 -0.202
internal_count=361931 332372 232437 190291 87290 42146 29559 99935 14746 2589 85189 7595 41367 103001 60973 58477 6301 34551 25606 8945 17685 10706 26640 17008 5213 3231 58549 12551 31414 25830
shrinkage=0.000773033


Tree=1180
num_leaves=31
num_cat=0
split_feature=1431 146 134 1030 800 1047 561 495 452 784 509 623 819 902 416 557 501 519 84 419 967 422 501 200 1400 21 810 606 1024 844
split_gain=48.1124 45.3038 45.665 45.7865 45.9825 42.4485 40.1016 44.7679 47.5516 40.1306 36.7409 36.7256 35.4168 34.4646 33.1261 32.3889 32.5527 30.7878 30.5395 30.6103 30.467 33.1892 30.43 30.3359 32.4056 30.3321 38.1612 35.2027 32.1487 30.1624
threshold=1.0099929608726099 2.0556245044164494 1.6445699455742113 2.7042904249467168 -0.57812715656594349 2.8162032343233889 0.36051334308712851 1.427853714779977 0.60725649753328859 0.9594655836162902 -0.8707511978464394 -1.574849597249395 1.0000000180025095e-35 3.1779010391057674 -0.12696499486663468 2.4464875273948405 4.5517552847197775 -0.830672104868595 0.089750435930315522 2.3799902580838244 1.8941509870684059 -0.59113478449065726 0.54718914296084142 0.54528507942352966 4.2443788008852126 -0.13431221002227373 -0.65819684525605759 0.44224916350105375 1.3727948663943095 -0.31939132163378531
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 11 -10 15 -4 -7 -14 16 -6 -13 19 -5 21 -2 -23 24 -3 -19 27 28 -27 -17
right_child=20 23 12 18 5 13 -8 8 10 -11 -12 17 14 -15 -16 29 -18 25 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00020708430650798833 -0.00058757966529898568 0.00065487982798492306 -0.00022071547565490239 -0.00031029657829712183 -0.0011986316303256549 0.00070266942642018004 -0.00023640831296742616 -0.00062099774365080443 0.00096112687324565252 0.00036578173123207448 -0.00077012418470326111 -0.00030126287402800031 -0.0017030728983364945 0.0046460308459377346 -0.0002890495478110277 -0.001372130859614285 0.0063361873502080389 0.00023348758892025747 -0.00099509592092538726 0.0017171787834133515 -0.0011429596633123415 1.4342376795546511e-06 -0.00061001322397888304 -9.5513689735109012e-05 0.0077430912474248962 -0.00036981702305722886 0.00012944061099529533 0.00019364332962737606 -0.0015363100099633218 0.0044887258479251804
leaf_count=51038 16267 7652 30406 7327 3172 2484 54521 11006 1953 18473 1000 16108 3787 107 2901 115 36 37535 5814 517 3265 28222 7497 3693 30 12061 27756 5407 1663 118
internal_value=0 -0.00499283 -0.0107618 -0.0015946 0.00444297 -0.0117336 -0.0156805 0.00357898 -0.114358 0.0169699 0.123422 -0.000326453 -0.0971034 0.264245 -0.2978 -0.255779 -0.325069 0.00639282 -0.146998 -0.0471645 -0.083496 -0.0701397 -0.0325203 0.125354 0.202708 0.021867 -0.0139985 -0.0856758 -0.143016 0.596641
internal_count=361931 306680 295305 258211 244553 193515 190924 136403 13959 122444 2953 103971 37094 2591 6688 3441 3208 100530 13658 7844 55251 51986 35719 11375 7682 84422 46887 19131 13724 233
shrinkage=0.00338335


Tree=1181
num_leaves=31
num_cat=0
split_feature=51 1041 325 705 602 294 346 21 1457 1466 1466 609 1463 1319 1463 65 705 1458 1456 1451 1452 1464 1470 1454 1462 1458 1469 1458 21 1466
split_gain=47.649 49.0997 42.6023 40.1114 38.8132 37.9951 43.2943 40.6654 39.4015 60.4338 59.4494 43.4073 42.452 37.9615 40.0135 36.8228 40.718 35.5237 41.7888 42.0569 51.0844 45.5053 43.3761 40.3183 35.5057 35.8954 44.567 34.7631 36.5014 39.5438
threshold=1.0000000180025095e-35 -1.16817972268513 1.0000000180025095e-35 1.0999472070578602 1.0000000180025095e-35 0.12405852184847897 2.2729813834108188 1.0000000180025095e-35 -0.57837518418888978 -0.47815398785577307 -0.39724054634453393 3.5487131243880286 1.0489655705995982 0.35991438588221031 1.5896008821182519 0.77605621623814935 -0.30911963256378933 -0.60078376361715269 0.32895061178289459 0.41827635420551618 -0.57784241519836965 -0.46774020012739886 -0.71595245294131049 -0.77574368866889332 0.33429654125592945 -0.65806004995272949 -1.1729032349805202 0.96814653674900464 2.5131961773603657 -0.24821896994650608
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 6 7 15 9 -9 11 -11 17 -14 -15 -1 -17 24 19 20 21 22 -19 -22 -12 26 -26 28 29 -25
right_child=1 2 4 -5 -6 -7 -8 8 -10 10 12 -13 13 14 -16 16 -18 18 -20 -21 23 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.00030530588586500843 -0.00073134272620412684 -8.6786274938083373e-05 -0.00061154236094080217 0.00044526258648595895 -0.00013585992458402691 -0.00016284422093302642 -0.00068340818544257562 -0.00079331497883836858 8.8121647918853191e-05 0.0020051448429209357 -0.0010147947668851878 -0.0037732835459341279 -0.0022690965669884479 -0.0037736813260088702 0.0011828979294451504 0.00032646225324215605 -0.00043132804032691339 -0.0014156046530650781 -0.00093005102931570946 -0.00072976072462299798 -0.00099379856684496436 -0.0011267001723715814 0.0017613157642233541 0.0033248540929951133 -0.0041159315977167725 -0.0035915371208837519 0.0019849984722915054 -0.001447247983000528 -0.0020579943088678805 0.0012792015128054687
leaf_count=60220 12384 65249 23374 9416 27689 57605 5084 8594 55126 999 3065 72 926 113 385 9040 11389 310 1601 1543 507 1478 749 551 67 112 598 233 153 3299
internal_value=0 -0.0499595 -0.0375427 -0.00368824 -0.0930364 0.00496253 0.0212437 0.0270334 -0.00664058 -0.0776441 -0.00383231 0.468911 -0.0385512 -0.386501 0.0544801 0.0633798 -0.0284746 -0.00239319 0.0616177 0.117464 0.183585 -0.0630395 0.249905 0.312233 -0.183954 0.22079 0.387787 0.375718 0.421409 0.461042
internal_count=361931 138112 125728 74665 51063 223819 166214 161130 80481 25355 16761 1071 15690 1424 498 80649 20429 14266 10424 8823 7280 2537 1059 4743 3842 777 665 4236 4003 3850
shrinkage=0.00345101


Tree=1182
num_leaves=31
num_cat=0
split_feature=614 959 785 112 497 729 660 939 715 930 930 1080 791 797 728 487 471 647 590 1452 878 762 570 541 181 1262 1049 705 1323 585
split_gain=110.212 98.4218 93.4314 70.7966 68.2187 63.9936 65.2698 57.5175 54.1067 86.4614 71.8763 52.891 57.1367 47.7356 47.6267 46.573 46.2259 45.0342 55.6041 44.2015 41.17 47.7529 40.2179 39.8541 41.8158 40.6049 39.5798 41.6584 38.5339 37.5155
threshold=-1.0625654336828987 -1.2907225086880219 -0.86283290253235112 2.2718117149406565 2.2206245932530155 0.75637635299260908 -0.72421686037558375 1.4307804817950061 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 0.63961785378869596 -0.49008176997875957 0.67534146174254051 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.039474337618497217 1.0000000180025095e-35 2.109947825562037 -0.4998781572545779 -0.55676187874653171 1.0000000180025095e-35 -0.027732817173199704 1.342371635369997 0.73161970490752004 3.1011166587218653 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 20 14 4 5 6 13 15 10 -10 19 12 -11 -4 -3 23 -7 18 -18 -8 21 -2 -19 25 -25 -1 27 -6 -12 -16
right_child=1 2 3 -5 26 16 8 -9 9 11 28 -13 -14 -15 29 -17 17 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.1076846672750083e-05 -0.00023098504683025307 -0.00013416086120366242 8.0902380233504261e-05 -0.00019924986294646768 6.8537548441286483e-05 -0.00012201508087813301 7.9721374924214699e-05 6.4676988447642938e-05 -0.00012018539757217268 -5.3051621637802172e-05 -4.4935370254660593e-05 0.00020808673009569878 7.5976924605577274e-05 -6.6957245519226155e-05 0.00018167854899800586 -0.00018847730579969946 -2.6420871835646138e-05 6.908742133841202e-05 0.00051120097759639008 0.00034401064720191788 -6.556257860042325e-05 0.00030131786337270449 -9.2374084496235821e-05 -9.1232199710597814e-05 -0.00026038409713488391 -0.00012603607380534521 -0.00010224774310630635 0.00031239944894665583 0.00087968968296724202 4.8035545661643762e-05
leaf_count=12622 14479 2538 31231 8531 3994 31859 4419 7979 29548 34808 9916 2681 12779 7276 10584 25275 1343 6757 859 2652 20639 643 16268 28731 8605 7944 1541 3030 99 12301
internal_value=0 -0.0228007 -0.00845035 -0.0239439 -0.0170148 -0.0261357 -0.00286648 -0.12018 -0.0329224 -0.0566652 0.0732457 -0.0051934 -0.0224207 0.068249 0.111069 -0.139612 -0.0929272 -0.0226371 0.266752 0.231784 -0.144384 -0.257283 -0.0538976 -0.104536 -0.155774 -0.0257443 0.155512 0.219269 -0.0423228 0.140319
internal_count=361931 270775 235014 209591 201060 192495 135409 91156 96902 79816 17086 50268 47587 38507 25423 83177 57086 25227 2202 7071 35761 15122 23025 57902 37336 20566 8565 7024 10015 22885
shrinkage=0.000788493


Tree=1183
num_leaves=31
num_cat=0
split_feature=785 728 516 143 727 1376 791 691 513 429 322 595 1107 933 1030 1234 21 858 507 592 21 970 1398 579 1106 1250 570 514 766 548
split_gain=152.134 120.473 78.5188 69.6967 63.403 53.8792 53.6874 51.565 47.9114 44.4717 43.4124 43.1268 40.9681 40.3516 39.4394 39.2484 38.23 37.4752 40.4288 43.2755 37.3201 37.1255 39.559 36.8297 38.5585 33.5943 33.523 32.3502 32.0561 31.8812
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.72319605263816955 1.0000000180025095e-35 0.18805867694879752 1.0000000180025095e-35 0.32551924250032394 1.0454229551509682 1.3430836380569215 1.4725277493311824 1.0000000180025095e-35 -1.5182802995512439 0.68806224955729689 0.99422031274767553 1.0000000180025095e-35 -1.8362818876253988 1.0825608069246189 1.0000000180025095e-35 -0.59494694347224619 -3.9164670491403295 -0.25012360103839287 -0.40977230773944029 1.0000000180025095e-35 0.5075773385547292 -1.5803367967922697 -0.0074326169048025128 1.9087852721677012 -1.695011218147956 1.6327850790471963
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -4 -1 6 12 9 -8 23 11 20 -5 17 29 -10 -9 18 -14 -20 -3 28 -23 24 -2 -18 -7 -25 -22 -6
right_child=1 10 3 5 14 26 8 16 15 -11 -12 -13 13 -15 -16 -17 25 -19 19 -21 21 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-1.4341682049522292e-05 -0.00012621459355653412 0.00062029272324331565 -7.8790302981196199e-05 -0.00031509277466651789 0.00017379364249481166 -8.0049085835770036e-06 5.7160155121435243e-05 0.0002853894333403168 0.00033112888350598975 7.656146592013498e-05 -0.00024605295413931174 -0.00018997729401453654 0.00018149871596284778 -8.3325380774756201e-05 -0.00016613548106894968 4.5800448327645267e-05 -0.00042620406519103927 -9.8256660337375264e-05 0.00015478345753810498 4.0184709765773109e-06 0.00033993894411832467 -5.1090993022468115e-05 -0.00017572218210651396 -3.753702547452523e-05 -7.6711210660615591e-06 -0.00013109065852180975 -0.00012395382470581779 0.00012848557499909967 -4.9867000617767809e-05 -0.00010092787266659695
leaf_count=12551 28865 174 30609 1202 14862 19597 16179 652 3015 7107 9102 18257 4404 8560 997 1726 1707 4571 5516 28688 547 14410 21629 16053 10886 27302 11755 4043 35816 1149
internal_value=0 -0.0668747 -0.0417189 -0.0100086 0.0908321 0.0148174 0.0434899 -0.0928758 0.132202 -0.0599871 -0.140661 -0.126363 0.00865046 0.0163899 0.176372 0.304467 -0.177525 0.0424651 0.0639095 0.0384054 -0.103706 -0.10683 -0.164048 -0.0806935 -0.121569 -0.190837 -0.0646872 -0.00446017 -0.056562 0.202641
internal_count=361931 332372 232437 135822 29559 105213 73861 96615 20920 66954 99935 90833 52941 51739 17008 4741 29661 43179 38608 34204 72576 72402 36039 59847 39751 29009 31352 20096 36363 16011
shrinkage=0.000757875


Tree=1184
num_leaves=31
num_cat=0
split_feature=785 470 395 471 203 56 728 192 578 712 1465 1464 1468 1454 281 1085 1470 728 735 917 1107 1009 1460 1450 334 1465 272 520 520 1315
split_gain=111.273 94.7524 103.02 67.077 61.7202 53.8104 52.9315 49.937 48.4764 43.3584 43.2697 61.3461 51.3603 60.1359 48.9296 42.8943 39.7972 38.5224 40.6621 37.6538 37.5205 36.5329 39.2434 36.0094 40.1932 37.591 35.4032 37.4159 35.2528 34.0205
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0605395091208547 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.87905496296652397 -0.63779424894106762 0.57942899407087378 -0.29994047272053637 0.90889364240410331 -0.90309121467478037 -0.085145143656514807 3.5775253332674297 -0.43999670813343578 1.0000000180025095e-35 3.1554326354961759 -0.82489287760873742 -1.3538140519341206 1.0000000180025095e-35 2.1766445922526838 0.95337257963916655 -0.5491441532643816 3.116712650924125 1.6568181847307961 1.5103007336851382 1.0000000180025095e-35 2.1550596134058466
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 10 5 9 -1 -5 -8 -2 11 12 21 16 29 23 -14 18 28 -9 -10 -3 -23 25 -25 -11 27 -22 -4 -13
right_child=1 3 17 7 -6 -7 8 19 20 15 -12 14 13 -15 -16 -17 -18 -19 -20 -21 26 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001494196033610837 -8.8522402666715987e-06 -9.9693553668283701e-05 -8.5601349681110737e-05 -1.7872781746146264e-06 -0.00027905476928978627 -9.9217981574588306e-06 0.00028307770427097223 0.0003349208930413769 -0.00024945826317773545 -0.00023560183549339435 2.7537246987776894e-05 -4.8444296461825506e-05 -0.00040485147791587177 2.281044665116074e-06 5.1022558590617351e-05 0.0010719800506188066 0.0009722466382640271 -0.00010870899800654233 0.00035164273489417095 8.2144062862292552e-05 0.00012334915896825775 -0.00024965968509268533 0.00078127350549483162 0.00026589087258579032 -0.0001682588545886497 0.00051978239595591377 -0.00015654405181685983 -0.00011721154396745267 7.7797678264867835e-06 -0.00034696727034018069
leaf_count=3396 5973 37483 21281 34644 20163 12527 3407 1748 1111 30161 22484 29428 93 5892 20879 67 306 26248 770 11604 17750 10271 124 1156 2812 269 1776 2119 34462 1527
internal_value=0 -0.0552541 -0.101224 -0.023249 -0.181714 -0.142483 0.0800377 0.0396398 0.110113 -0.19434 -0.0513411 -0.0707585 -0.12453 0.0603618 -0.0173473 -0.235828 0.853605 -0.0528051 -0.0235248 0.1415 0.0758521 -0.150628 -0.285213 -0.241815 -0.0197271 -0.276864 0.094642 0.119406 -0.0309744 -0.0747509
internal_count=361931 332372 155889 176483 73128 52965 29559 47996 26163 40438 128487 106003 54169 6291 51834 34465 399 82761 56513 13352 22756 47878 10395 34398 3968 30430 21645 19869 55743 30955
shrinkage=0.000820348


Tree=1185
num_leaves=31
num_cat=0
split_feature=785 181 728 852 712 784 578 647 590 846 1470 970 1109 921 1470 962 263 1292 1367 427 1253 1459 815 1223 1183 705 783 497 885 1449
split_gain=141.107 110.432 87.6102 72.2441 63.3184 61.6295 51.216 42.9873 105.14 42.1641 41.7697 41.5601 41.1565 40.2987 40.1661 39.583 39.2752 39.011 38.4873 38.0144 36.41 36.2375 35.7062 49.595 43.7188 37.9943 36.794 48.0618 34.9831 34.5266
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 -0.63779424894106762 0.9594655836162902 -0.87905496296652397 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 -1.3664195657027294 -0.68903569641304141 -0.49995493244068684 0.62154522891879982 -1.2954595170378473 0.78457125397875782 1.6445160113075163 1.0000000180025095e-35 1.0000000180025095e-35 -1.3213734904502978 -0.13668248561254906 0.53912233727729608 1.0000000180025095e-35 1.0000000180025095e-35 -1.5169683801573526 0.37185795862114152 -0.63546430323187786 0.32537039755192221 6.1053019920877674 0.47799573524751798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 11 -1 19 -6 8 -4 -9 -7 14 -13 -12 -2 17 21 18 20 -5 -8 29 23 28 -24 -26 27 -27 -21 -3
right_child=1 16 7 5 6 10 15 9 -10 -11 13 12 -14 -15 -16 -17 -18 -19 -20 22 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00017147552234384015 0.00027537331839607208 -0.00018919029196532935 -9.7600064906218421e-05 -0.00015663186737779899 0.00029359873645355168 -0.00057501497220665936 -0.00028872411333211054 -3.9942802226460058e-05 0.00048688302526793891 -0.00014083776666428928 5.7248111712542887e-05 -0.00017169158137845324 -5.8404520217576134e-05 0.00023062752300053927 -1.9113235376653164e-05 -7.7967097356405754e-05 6.6662583613882325e-05 0.00018087926948908928 0.00012154252556372742 -0.00013314096822428738 3.7325646742557532e-05 -4.3712304976787948e-05 -0.00050500421094267943 9.0048186603213475e-06 -2.2244831062358927e-05 5.5496076857797049e-05 3.192608346255675e-05 0.00031381847536851224 0.00061298333271374403 -5.9801155672719038e-05
leaf_count=3225 1374 44107 3910 6359 3439 257 1722 23148 1186 50211 15561 16361 36381 4959 19812 4332 3060 9355 5258 18384 2228 12108 480 20670 19580 4425 15980 3369 145 10545
internal_value=0 -0.0646253 -0.0455879 -0.0219072 0.0872195 0.011218 0.118842 -0.114881 0.0824013 -0.130904 0.111396 -0.0767153 -0.11129 0.121842 0.00347436 0.0837605 -0.154235 0.12533 0.0304557 -0.0135863 -0.120664 -0.168938 -0.00280406 -0.0536025 0.0347029 0.040939 0.0932216 0.20542 -0.150083 -0.198286
internal_count=361931 332372 262552 184097 29559 110169 26334 78455 5096 73359 20777 73928 52742 20520 21186 22895 69820 18563 9208 89392 3950 66760 83033 39199 43834 43354 23774 7794 18529 54652
shrinkage=0.000820348


Tree=1186
num_leaves=31
num_cat=0
split_feature=470 464 115 718 685 574 65 1467 1464 1459 1466 1454 1079 647 1449 1449 1459 1465 1450 1451 1455 846 1221 1459 1458 1458 1451 838 574 909
split_gain=50.1008 70.4956 47.6323 43.8289 43.7091 40.6491 40.3383 41.7369 39.7476 39.4914 41.2991 49.466 40.9203 38.5442 35.7624 44.4788 57.8808 49.1057 46.5961 35.5696 34.9871 32.9421 32.571 32.0822 31.7813 43.1324 32.2038 30.9154 30.8673 30.7925
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3947035982071894 1.0000000180025095e-35 0.58104764358843186 0.6251511886302028 0.77605621623814935 1.3706863998361938 -0.055861328723445854 0.53912233727729608 2.8104277349532114 0.77522926762611444 1.9634214862007473 -0.87782724458594241 -0.32183734465273589 -0.48085314393774437 0.61460736780626057 0.84595576380118198 -0.01180047070279761 0.73539989607580092 0.59295168827627476 0.19361153178804166 1.9111042213368361 2.0049806708981972 1.9740088896168135 2.1367841577049291 0.10174874292923865 -0.5777103104902388 1.9648511695474458 1.8548472908116371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 8 7 -1 9 10 11 12 21 28 15 16 -11 -18 20 -19 -17 -2 -10 -21 -16 26 -26 -23 -7 -5
right_child=5 -3 -4 29 -6 13 -8 -9 22 14 -12 -13 -14 -15 24 18 17 19 -20 23 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00032248787329481558 -0.00011528628040657899 -3.2104514533876283e-05 -0.001242105608269807 3.8464228115105462e-05 -0.0013021492786058353 0.0016658531999680952 -0.00090532480019747165 0.00075639082175428247 0.00016422332563983993 0.0031435367998912545 0.0015630693569113428 -0.00093168254625950299 0.00071262694281529356 0.00019172954729922237 -0.00027546803566798361 -0.00039949014139917981 -0.00040007134387142238 0.0029192396917295011 0.003095796809691847 -0.0038001535193963013 0.0041601494551704466 0.00024832861596789 -0.00065992629635250267 0.0013142784167746047 -4.3613233797397184e-06 0.00031070497193136338 0.0052112458399878577 -0.0006917565509662124 -0.00015133461975203264 0.001632642601268004
leaf_count=37428 51877 89765 8797 9239 7529 1731 14015 2882 59503 390 768 6031 2898 29513 8624 618 3363 477 742 118 115 2992 3489 200 102 1445 162 15433 761 924
internal_value=0 -0.0478905 -0.110343 -0.091611 -0.119678 0.006658 -0.0983081 -0.0642333 -0.00811932 -0.0368074 -0.058196 -0.0635089 -0.047164 0.0746865 0.0570038 0.185169 0.0810724 0.00835068 0.498357 0.454322 0.103772 -0.0587548 0.0335884 -0.0767594 -0.0193555 0.229088 0.940403 -0.145424 0.313855 0.060413
internal_count=361931 170579 80814 72017 61854 191352 54325 40310 159347 96355 79999 79231 73200 32005 16356 6023 4548 4158 1475 795 733 70302 62992 318 10333 1709 264 18425 2492 10163
shrinkage=0.00366224


Tree=1187
num_leaves=31
num_cat=0
split_feature=43 1442 890 1236 409 702 1456 138 594 795 854 797 820 936 652 705 560 416 355 1453 1317 1286 1035 61 482 636 842 1451 677 637
split_gain=48.5928 44.3232 47.4638 46.6117 40.5233 41.2878 40.2357 38.5258 36.3423 35.5273 56.9628 93.0204 58.9337 50.4093 40.2783 39.1526 36.3045 42.107 37.9216 34.208 34.1341 34.0467 33.6079 33.167 32.5504 42.6039 31.7101 31.2036 30.4024 30.3299
threshold=1.0000000180025095e-35 -1.2625182715263061 -1.3230736206490437 0.46494720282425184 3.0738817438700674 2.2275443133153514 1.0000000180025095e-35 0.011185647378879829 1.0000000180025095e-35 -0.29258408639884992 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.30310323293594316 1.8627252675032671 0.43610112760085196 0.63831047013710396 1.2448093987742805 -0.54870331699097241 1.1343281912642689 -1.2502814636270838 1.8566435897555933 -1.0531935793824545 1.0000000180025095e-35 1.1507662600995168 1.1888031319836356 -0.80689104056718708 0.43306149721146375 0.66908448271462528 1.6722458498875477
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 4 5 9 7 -1 27 15 11 -11 13 14 29 -4 17 18 -14 -2 -19 -9 -22 -5 -15 -26 28 -3 -17 -12
right_child=19 2 3 23 -6 -7 -8 21 -10 10 12 -13 16 24 -16 26 -18 20 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00031767330975712433 -0.00032207562101457246 -0.00093705960416680368 3.0492349734010526e-05 0.0006208251374141201 -0.00076674718539091098 -0.00065346271114139604 -0.00065325832452779644 9.2117061561755503e-05 -5.3567783369085316e-05 -0.00011927229615626823 -9.9796178985493112e-05 0.0014356269306424324 0.00069380508452528676 -0.00071940957720623632 0.00074946186688278852 -0.00046165071729471801 -0.00033977462904076781 0.0052124928046008946 -4.865392562363864e-05 0.0002793418523395118 -0.0016284636837848594 0.0018255329336584599 0.0014105889557614747 -0.00010076563915676853 -0.00018652568784143314 0.0029491049034692999 0.00046412974826207098 9.1502414484425561e-05 0.0010967000149615523 -0.00095080374223015577
leaf_count=28085 67933 8986 40943 13490 5099 4721 13485 20175 19287 5080 33387 3359 6385 14891 3034 4425 5217 105 10973 6844 258 655 1904 5218 1242 267 30178 2693 828 2784
internal_value=0 -0.0030911 0.0101837 0.0212889 0.0102287 0.0149719 -0.0615027 -0.030868 -0.0815804 0.0205797 -0.00864564 0.15325 -0.0269597 -0.0657173 -0.0257023 0.0546292 0.0611409 0.104808 0.0666235 -0.0728976 0.371849 0.0455598 0.312266 0.122722 -0.170816 0.122639 0.106282 -0.190495 -0.053422 -0.0451467
internal_count=361931 287154 224754 193788 175080 169981 62400 48915 30966 165260 88886 8439 80447 55605 39205 76374 24842 19625 17358 74777 2267 20830 2162 18708 16400 1509 35431 11679 5253 36171
shrinkage=0.00352004


Tree=1188
num_leaves=31
num_cat=0
split_feature=545 785 1442 263 50 705 1097 728 1459 1463 1454 1463 1011 728 705 194 930 729 464 1023 1467 1325 1446 1445 428 1449 146 852 20 1185
split_gain=136.529 113.35 81.4587 71.9951 78.7136 54.4802 48.9151 52.8927 48.5642 48.3512 47.4598 61.3953 46.7614 45.5229 53.0528 52.6329 46.942 44.8058 43.442 43.6786 42.6405 42.4538 50.1509 41.9363 41.2498 40.3743 40.1333 38.4616 50.487 44.2353
threshold=-1.0372938969678034 -0.86283290253235112 -1.2625182715263061 0.66115833724634121 1.0000000180025095e-35 0.84297453113901832 -1.2571877020351898 -0.49008176997875957 0.40413748344094969 0.49140614438290092 -0.91909735138557946 -0.37812388882570003 3.1117664249846109 -0.49008176997875957 1.4811233430041424 1.0000000180025095e-35 1.0000000180025095e-35 0.75637635299260908 1.0000000180025095e-35 5.5066796363144226 2.6212945108504591 -1.1279662028097777 -1.3745328375822587 1.6380901172106308 0.1331026866449411 0.74561756370782817 -0.30052379737512663 -0.22706799479215015 -0.64167547135242697 -1.0377741550403357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 6 23 4 13 -5 -2 -8 9 -1 11 -6 17 16 15 18 -4 20 19 25 27 22 -19 -3 -16 -15 -10 28 -12 -29
right_child=1 2 3 5 10 -7 7 -9 26 -11 12 -13 -14 14 24 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00015454976677495069 -0.00013825483358894544 -7.1552741855799348e-05 0.00012809716342694632 6.1027781423711829e-07 0.00041452471013145347 0.00012439767289491518 -0.00013947980212779054 0.00012994350285809825 -0.0001265277156066419 -2.4921039374286706e-05 7.6268645723038633e-05 -9.162301086829357e-05 0.00029049888706762572 -0.00025474161414637851 0.00024907303184738074 -6.3276310389779927e-05 -8.5393099936023243e-05 0.00073602896563386823 -3.6928654320891715e-05 0.00080222271626112149 0.00025868200720769271 -0.00010131608510802115 1.8386383726486478e-05 -0.00020670221978214652 -0.00027310294081047076 -3.7358987335717196e-05 3.7101706722322424e-05 -0.00021906825943663225 -0.00010808715053723667 4.4787673888381454e-05
leaf_count=59363 2486 25511 5479 30393 1585 12097 2270 21579 9512 13143 5477 1202 1211 25470 2158 24712 6703 408 6006 103 1560 23187 1369 13671 606 3894 12041 2063 15381 31291
internal_value=0 -0.0246632 -0.0402682 -0.024248 -0.0474636 0.0474429 0.104765 0.133685 -0.131158 -0.164053 -0.00607748 0.266347 -0.0151999 -0.105669 -0.133757 -0.149656 0.0136913 -0.0217964 -0.222258 -0.270767 0.0084112 -0.103446 0.242054 -0.141795 0.169805 -0.279246 -0.0348261 -0.00164842 -0.0739022 0.0397583
internal_count=361931 267872 241537 202355 159865 42490 26335 23849 94059 72506 84734 2787 81947 75131 62949 60185 12182 80736 35473 29467 55772 24964 1777 39182 2764 29364 21553 54212 20858 33354
shrinkage=0.000788493


Tree=1189
num_leaves=31
num_cat=0
split_feature=785 728 125 257 728 703 519 712 382 735 665 1470 578 588 1230 498 725 588 930 1323 620 290 647 590 570 1028 272 50 1286 15
split_gain=164.678 118.47 85.0702 133.484 66.6878 58.47 52.8212 84.7304 62.9181 50.0398 54.9666 48.2932 47.8659 46.7934 45.3851 44.9592 47.4581 70.0928 53.0243 50.5575 45.3169 44.5524 43.09 123.249 43.8737 42.9749 41.1074 40.6994 40.6967 39.179
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -1.5610358635380586 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.2560756724538602 1.0000000180025095e-35 -1.2126727935954851 -0.87905496296652397 2.250834115212506 2.3457019632811744 1.6245731242828796 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 2.8425200577949936 1.1734518836084071 1.316813426530522 -0.87782724458594241 0.58895901036483078 -0.4998781572545779 -0.96688480048775205 1.6568181847307961 0.55630078546380823 1.8566435897555933 1.5345964658009021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 11 -1 -4 9 -8 14 15 -11 -2 -6 -10 -9 16 19 18 -18 20 -7 -17 23 -3 29 -13 -14 -26 -20 -24
right_child=1 22 5 -5 12 6 7 8 13 10 -12 25 26 -15 -16 21 17 -19 28 -21 -22 -23 24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00016577547666703454 -2.5987547235554319e-06 -0.00013105247374039597 -0.00017426588809864112 -2.4615637122280773e-05 0.00030140100579691722 6.5108141380313219e-05 -0.00015941441257577712 0.00030901220428218899 -2.6815899318917983e-05 -4.6452764148016865e-05 0.00037862978082831423 -0.00034196243271236867 0.00010109649654244686 0.00045781254010033375 -0.00019556808891157791 2.9924354433390847e-05 -0.00013978342486729725 9.4009177421581401e-05 -5.0994001669368481e-05 0.00060279263020499095 -0.00014876344857136571 0.00032446692116915016 -9.0616825964486206e-05 0.00046983931833556445 -0.00019691255152637434 -0.00016343329130332745 -0.00016592105192574184 -7.6686415097406823e-05 0.00016709052469902029 0.00017868299538817645
leaf_count=3396 5332 4821 7397 53844 3407 17093 3197 5790 5036 1581 1802 10857 20782 634 529 6602 26442 7918 36777 426 3920 1749 30077 1384 47330 32910 1974 14163 2601 2160
internal_value=0 -0.0689127 -0.044003 -0.096084 0.094742 -0.0103305 -0.000303638 0.109112 0.183289 -0.01752 0.219677 -0.201202 0.128275 0.0310303 0.318518 -0.0262273 -0.0399146 -0.0654199 -0.0893388 0.0474573 0.0318446 0.114323 -0.142046 0.0403986 -0.156341 -0.234181 0.094403 -0.195919 -0.0423799 -0.0839908
internal_count=361931 332372 232437 102943 29559 129494 122097 15186 11989 106911 3383 49099 26163 5670 6319 103528 95177 73738 65820 21439 21013 8351 99935 6205 93730 43767 22756 61493 39378 32237
shrinkage=0.000836755


Tree=1190
num_leaves=31
num_cat=0
split_feature=785 519 612 727 728 784 921 712 588 1091 1016 578 382 727 322 706 662 590 647 1292 1367 747 671 746 921 156 407 194 841 595
split_gain=162.694 116.128 112.646 89.5933 87.4062 79.6235 68.2169 68.0812 58.0958 57.0951 96.1641 53.356 52.586 48.3816 46.3121 45.7337 44.6442 55.162 72.2258 43.7123 52.1963 42.8874 41.789 40.576 39.9048 39.71 39.1637 39.1346 38.3431 37.4691
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.63779424894106762 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 -1.5722412400100421 1.4725277493311824 0.85558832110916161 -0.58271687606615485 0.58895901036483078 -0.87782724458594241 1.0000000180025095e-35 1.0000000180025095e-35 6.1031850957970919 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.3066483305190903 -0.68422620775809573 0.58307762070518543 1.4606096942095685 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 15 5 9 -7 -1 12 10 21 -9 24 -8 16 -3 17 -6 -19 20 -13 23 27 -2 -5 -21 -11 -4 29 -18
right_child=1 3 22 8 14 6 13 11 -10 26 -12 19 -14 -15 -16 -17 28 18 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018137295335175121 -0.00023615081131532145 -0.00016289402711416333 -0.00032321283146271424 0.00010651302317440402 -6.7578690842386738e-05 6.4459971730567129e-07 -0.00014831323370748028 0.00031465385065404197 0.00038175403702619829 -8.64802598966234e-05 -3.985251285183016e-05 -0.00013483498185982664 -4.0518462268700811e-05 0.00026355673270206262 -0.00029318171253807682 0.00010009089006318707 -8.9175602218370941e-05 0.00053791398362168182 -6.9127980143623887e-05 0.00020520212182443078 0.00010428771429036718 0.00062340296599707791 -0.00011975979186128678 -6.0424002747274518e-05 0.00042337256670923763 -6.1638642683214557e-05 4.031455431069848e-07 -8.1302635546245312e-05 -0.00031232176538188071 -0.00023759563935587622
leaf_count=3225 28069 6191 15741 3420 11163 28393 1061 3439 2580 27183 37940 5041 4399 5406 7483 3256 44369 1170 1471 9214 6555 167 20835 5951 1672 2085 54599 3620 4783 11450
internal_value=0 -0.0688555 -0.0812834 0.0745179 -0.0664592 -0.0427977 0.0470136 0.0935295 0.183549 -0.0649882 -0.114203 0.126172 0.111949 0.233315 -0.135258 -0.0835438 -0.119074 -0.00352973 0.271716 0.0904427 0.00105979 -0.219095 -0.207982 -0.227588 0.248271 0.181556 -0.028776 -0.30629 -0.149379 -0.131849
internal_count=361931 332372 310854 21518 270658 188769 34860 29559 12071 153909 72127 26334 9491 6467 81889 9447 74406 13804 2641 22895 11596 34187 40196 34020 5092 11299 81782 19361 60602 55819
shrinkage=0.00085349


Tree=1191
num_leaves=31
num_cat=0
split_feature=957 785 21 407 1036 1458 1454 1454 1453 1461 1449 1460 21 1467 21 1464 1465 21 1452 1462 1461 1457 684 713 1449 1464 700 1469 1463 872
split_gain=50.1239 47.0197 45.6451 54.8269 43.7624 40.7122 52.8882 67.0462 65.7457 91.6147 52.8304 50.3755 50.7268 41.6476 58.2142 42.6046 51.4025 59.3748 56.3506 57.2874 49.328 43.1809 43.0502 40.6376 40.3323 52.3936 39.4246 40.1766 39.3846 39.1154
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.70163543588998201 -1.2965003005540392 0.17589988443996576 0.20667703603638712 -0.90309121467478037 -0.58754815837321106 -0.14756540052680775 -0.029515002558395627 -0.090034800950571897 1.0012333990267608 -3.2545899522946695 2.6212945108504591 -1.0798509198017876 0.71492702701447042 -0.40523020188868136 -1.4580664037135931 -0.76841635434299438 1.6339883324580875 3.8316248741925851 2.331735690150071 -0.58965889020528339 1.0000000180025095e-35 0.41413877860891823 0.31682752303935818 0.019142343845714803 -1.1965077841566287 3.5642877411819058 4.1871115912412558
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 5 -4 29 11 -7 8 -8 10 -10 12 -3 15 -15 16 18 -18 19 -14 22 -17 -20 -1 25 -13 27 -19 -26 -5
right_child=-2 2 3 4 -6 6 7 -9 9 -11 -12 24 13 14 -16 21 17 26 20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00056490980209880648 -0.00029218945074343096 0.0019962033238766696 -0.00036719669918990619 -5.6425901979697391e-06 -0.00025219522615204678 -0.0016391569869462122 0.00039343458033975034 0.00021052359729934025 0.0041430630420608034 -0.00048949177673530844 0.0012231395359054524 0.00032541638853388652 0.00047230642590570532 0.002962978354528321 -0.00041204316617908922 -0.0011598963074373931 -0.0013303893492390586 0.0011016577569614751 -0.0011250086616944174 0.0062956693602938167 0.0021394364986985202 0.0018361460922216759 -0.0002878363346446627 0.00031884062226513284 -0.00068976349148669881 0.0022500937572883612 0.00056642134429640096 -0.00024600769254590167 0.0044667741072017941 0.0014917789998176838
leaf_count=2694 46328 466 37568 131337 42498 737 2527 23652 648 505 467 1649 1764 429 541 3590 1718 1009 6809 77 281 259 8286 23866 1043 1048 9646 9757 48 684
internal_value=0 -0.00732371 -0.0162285 -0.0325795 -0.0177196 0.0334323 0.0987069 0.113438 0.38406 0.711388 1.01665 -0.0113619 -0.0364244 -0.0462751 0.413402 -0.0585505 -0.0344217 0.0402751 -0.13955 0.25257 -0.192402 -0.304171 -0.215519 0.0777047 0.232059 0.381936 0.0729798 -0.0254703 -0.117059 0.00103417
internal_count=361931 315603 289043 212087 174519 76956 28536 27799 4147 1620 1115 48420 44632 44166 970 43196 39347 22130 17217 1841 15376 3849 15095 26560 3788 2697 20412 10766 1091 132021
shrinkage=0.0030644


Tree=1192
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 728 578 727 890 471 150 21 1124 1107 606 497 785 974 272 332 526 520 746 747 575 702 830 263 1307
split_gain=143.413 117.638 79.4373 73.9715 77.1627 65.2508 65.0103 58.64 53.2537 48.9225 45.3414 44.9672 44.277 45.0986 43.5912 41.0005 40.1114 50.1099 40.0193 39.6792 38.7918 37.9573 36.8679 36.482 36.2046 36.7899 36.086 35.5953 34.9786 34.7688
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.49008176997875957 -0.87905496296652397 -1.5722412400100421 -1.0182342416987082 1.0000000180025095e-35 -0.45926076786608272 -0.89074317784588486 -0.76993298829673895 -1.3538140519341206 2.1543936751333881 0.26974448824413327 2.9970139449733542 0.98362850890892195 1.6568181847307961 1.0000000180025095e-35 1.0000000180025095e-35 1.5103007336851382 1.0000000180025095e-35 6.1031850957970919 -0.34806466541374598 -0.9318362961745511 1.6405209124780595 1.0000000180025095e-35 1.3390041783085433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 9 29 -1 -8 -7 -2 12 -5 13 -3 -9 20 -13 18 26 22 -12 -14 -16 24 25 -11 -18 -10 -28 -4
right_child=1 10 5 11 -6 8 7 14 27 23 15 16 21 -15 19 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00014844092484498714 -0.00030192374924297122 0.00015577979023712404 1.9026368367743447e-05 -6.0433903161378952e-05 -4.3684067539012615e-05 -0.00013054868725036921 0.00027298523375436271 -0.00023824831778719967 0.00016076134130262845 -8.4396901201951128e-05 -0.00013123473179345774 -2.8534100306507093e-05 -0.00013464464608950707 -9.7294456942483899e-05 0.00011488845836702896 0.00024604742681574876 -0.00011411573534075003 0.00037309392884308292 -9.384621747712013e-05 -0.00014584022143274191 -1.3770298314588367e-05 -0.00026948858233109466 -9.6501711246753472e-05 -1.2436796484053136e-05 0.0004891945121232341 -0.00022622154584304207 -3.8542023001052226e-05 0.00047302727669101591 0.00011802988049220717 -0.00012261208867275696
leaf_count=3396 9953 2914 28526 42028 45923 1294 3407 1111 5330 10882 17661 35215 40489 10848 17750 1066 2505 983 4264 1776 16202 10755 2119 5584 164 14784 4369 971 13637 6025
internal_value=0 -0.0677195 -0.042882 -0.0627874 -0.115241 0.0394875 0.0852414 0.118475 0.209397 -0.202945 -0.14064 -0.026646 -0.181781 -0.0506465 0.0807804 -0.0738553 0.00791671 0.0674193 0.0496043 0.100978 -0.0896894 -0.214845 0.127106 -0.16536 -0.212445 -0.222772 0.0864879 0.284559 0.11594 -0.00123916
internal_count=361931 332372 232437 190291 87290 42146 29559 26163 7595 41367 99935 103001 65006 13762 22756 34929 60973 25758 24775 21645 33863 51244 19869 31414 25830 25666 20511 6301 18006 34551
shrinkage=0.000728446


Tree=1193
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 150 637 857 597 623 683 691 615 1095 69 1104 1434 1143 1316 1457 1013 1383 7 21 1257 144 1464 557 951 487 129 346
split_gain=50.6277 100.457 77.9561 42.6302 39.7736 38.4177 38.34 38.2031 37.2352 38.3387 34.967 35.1769 34.5988 51.0374 33.329 33.2646 33.4005 32.9015 32.4036 33.8279 35.3843 34.1284 33.6922 32.2667 33.6743 31.3633 32.7741 31.0201 30.3197 29.8707
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -0.21670947407920635 1.1924862052849872 1.0000000180025095e-35 3.1596628491584919 2.0106800032934848 0.16607639870926683 2.512505597105847 -0.59108387774323179 1.0000000180025095e-35 -0.36675794389770294 -0.14249172364358564 1.0000000180025095e-35 0.2783345628009134 -1.0603605380051973 1.9381496379694476 0.54050183860820311 2.7085190290768657 0.96053972813816391 -2.2144973715372043 -0.42411375434238002 1.3311646871018528 0.49460926715684689 -0.59004467913491354 0.4454315257619969 0.08553330854137299 3.4351420357325897 -1.1545887204128136
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 7 12 28 8 23 9 18 11 17 13 -5 -7 16 -1 -10 19 20 21 -3 -21 24 -2 -14 -27 29 -4 -20
right_child=3 6 5 4 -6 14 -8 -9 10 -11 -12 -13 25 -15 -16 -17 -18 -19 27 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0011540879947036346 -0.00014512650946234626 0.0027257824324254799 -0.00031846504778146946 -0.00033803016844413832 -0.00027768331008447576 -0.0010158933740278997 0.00163613996305349 0.00051114413017925534 -1.5992068951103703e-05 -0.0018172339851717204 0.00032821175042187543 -0.0007353012752834132 -5.1403801116887741e-05 0.00028844969379645402 -0.00037709002400139062 -0.00044203642953378108 0.0010384770613025265 0.0012190608725234549 0.0033241536221091062 -0.00094355876805303236 -0.00091462412359665261 -0.00022544877875616391 0.0050310436090078613 -0.00050782433141571988 0.00019712231024610714 0.0002357954175231295 0.00064781165147412723 -0.00036323028465129893 -0.0027690141160824772 0.00053946723671981201
leaf_count=381 72483 199 40332 13757 10590 19442 606 5094 28928 1122 18287 3932 11896 12572 9908 1419 2704 953 214 107 5907 22130 103 10348 18723 29653 12709 3021 502 3909
internal_value=0 -0.0483874 -0.122823 0.00644488 0.0399141 -0.150329 -0.00158875 -0.0250281 -0.00587905 -0.0684317 0.0280259 -0.0141019 0.0560982 -0.00944266 -0.233252 0.131774 0.246257 0.00889257 -0.0557629 -0.0929398 -0.100798 -0.0594819 0.806206 -0.0350807 -0.0215986 0.0864902 0.112326 0.0891231 -0.104214 0.214869
internal_count=361931 164106 74688 197825 91177 70184 89418 106648 88812 36712 52100 33813 80587 26329 29350 4504 3085 29881 35590 28446 28236 22329 210 101554 91206 54258 42362 7144 40834 4123
shrinkage=0.00325197


Tree=1194
num_leaves=31
num_cat=0
split_feature=50 194 616 119 1116 74 1356 678 17 1470 281 1329 1454 361 10 3 1454 1167 602 686 1447 1466 1323 1242 1306 1244 701 689 561 161
split_gain=49.8989 85.9348 48.1723 45.0696 43.3617 37.8332 37.6371 37.4848 36.9093 38.9909 35.8112 34.1613 33.8465 31.7899 35.5951 35.0744 31.0619 34.2973 31.6448 54.3804 31.7699 31.5728 30.6727 31.0043 35.9011 30.6412 30.3149 29.4418 32.7574 30.0697
threshold=0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28286215341588289 -0.58961152563653851 1.1703909184639636 -0.93019531031281677 1.585208914734334 -1.3664195657027294 -1.4161742334052956 -0.011185293771260176 -0.98478334500156417 0.10975828958071988 1.5720403265302072 -0.27478091101957408 -0.91909735138557946 0.18776342848500388 2.6455866734826223 -0.42018083858498811 1.2420411362750934 0.21011020316792214 2.9187729016580457 2.5982700380597206 1.4469429577399591 2.6468990837783966 0.45040815525290584 -1.1110989058077336 0.14993768208270106 -0.84422245453792399
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 22 -8 9 -6 -11 -12 -2 14 15 -7 17 21 20 -20 27 -14 -3 24 -24 -5 -4 29 -29 -18
right_child=12 4 26 25 8 13 7 -9 -10 10 11 -13 16 -15 -16 -17 18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00094522940367617551 -0.0013362200969494514 -0.00025317810337875945 -0.00054305707322748441 -5.1038391713608498e-05 -0.0018530599958567449 -0.00072111268641858342 -0.00084929749986849181 0.00063368840210366979 -0.0005809974889834235 -0.0010150181835215566 0.00035313953225264065 -3.1177577849221641e-05 0.0024827634389694791 -0.00057198311242835881 0.0010402663548085131 0.00013767199740825418 -0.0012985989773135443 -0.00017494162945993883 -0.00086589697341905739 0.0010949947890531925 0.0005603732841189653 -0.0017778217237672093 0.00016532659100391473 0.0070540003200827662 0.0052023033138813915 0.0020176184348897766 -0.0014131635840135093 0.00016059071865120889 -0.00026470989480361463 0.00067096168873921299
leaf_count=14791 1290 66177 17749 38225 581 9289 1665 6651 5212 2043 45883 24778 1036 22376 2343 12019 571 949 4674 1172 10066 136 728 47 99 526 6586 35752 20805 7712
internal_value=0 -0.0316765 -0.0843425 -0.062024 0.000367766 -0.111514 -0.0400188 0.0961345 0.0342823 0.0459536 0.0505634 0.0577258 0.029166 -0.0780187 -0.0107887 -0.0476591 0.0341159 0.293737 0.0275031 -0.121026 0.0395789 0.519033 -0.0591488 0.34462 0.230885 -0.00532874 -0.196397 0.0209658 0.00284957 0.13829
internal_count=361931 277768 123904 99569 153864 60818 75367 8316 78497 73285 72704 70661 84163 46027 23651 21308 82873 2121 80752 5846 74906 1172 67051 874 827 38751 24335 64840 56557 8283
shrinkage=0.0038864


Tree=1195
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 727 726 388 647 590 747 746 150 520 859 785 207 21 1469 275 282 982 708 1453 281 1467 990 531 1289
split_gain=117.348 107.477 70.1394 66.6876 73.5056 59.2833 49.6736 47.2887 42.6238 42.8612 109.749 41.7618 40.0671 39.473 36.7372 36.3903 36.095 36.514 35.7681 34.6907 38.8115 34.5808 34.1786 38.3132 34.1297 35.3397 32.2872 32.1351 31.9737 31.3381
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 6.1031850957970919 1.0000000180025095e-35 -0.45926076786608272 1.5103007336851382 -0.98545034728205338 2.9970139449733542 -0.06254463619905104 1.0000000180025095e-35 -1.3263328046252252 0.4022431516292117 -0.94278280720258245 3.0854258727671673 -0.55689657685208205 0.51954049301251548 -0.48485357901650905 2.6212945108504591 1.09266583130301 1.0000000180025095e-35 2.2864860975783183
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 11 24 -1 -7 9 10 -3 12 21 -5 -14 -9 17 -15 -8 20 -11 -2 -10 -24 25 -4 28 -17 -6 -23
right_child=1 8 5 13 26 7 18 15 22 19 -12 -13 14 16 -16 27 -18 -19 -20 -21 -22 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.569597320953368e-06 -0.00038210692820899334 -8.7192975025069229e-05 -0.00010910659833065673 -5.3269852034955049e-05 -1.6904048014731591e-05 -0.00011707244688389174 3.6695132932750548e-05 0.00051302165259321537 -0.00020254757852559676 0.00079767326420932786 0.00048662923982547234 0.00059134596267432921 -9.6217617480476138e-05 -3.6865527727101893e-05 0.00023195863924735231 0.00010346493854713955 0.00020725716697565108 4.4828317115395709e-05 0.00019254548793977221 -9.6155773823110912e-05 -0.00039969758127949987 -0.00018265556880913601 0.0010471243815672459 -0.00057561376036137282 0.00010681133423435889 2.1136314289191432e-05 0.00019739563301739244 0.00040235795816837933 -0.00012203486342733519 9.8059843783156604e-05
leaf_count=12551 5009 3918 9434 42028 32187 1345 6893 983 20046 220 1190 169 6267 28427 1053 4089 2496 30050 10115 74210 102 27280 146 103 7226 17891 1483 1178 12253 1589
internal_value=0 -0.0539395 -0.0301249 -0.0489309 -0.0990477 0.0475475 0.085064 0.210119 -0.124113 -0.101958 0.0950259 -0.18539 -0.192755 -0.0145095 -0.0497301 0.283 0.0179584 0.00759082 0.161264 -0.117816 0.543208 -0.239329 -0.242174 0.660468 0.00858722 -0.0270406 -0.0449616 0.217177 -0.056259 -0.208257
internal_count=361931 332372 232437 190291 87290 42146 29559 7595 99935 79640 5108 41367 41198 103001 7320 6250 60973 58477 17008 74532 322 33878 20295 249 34551 27325 45923 5267 44440 28869
shrinkage=0.000788493


Tree=1196
num_leaves=31
num_cat=0
split_feature=728 659 693 705 747 1452 417 322 832 156 797 840 1089 73 1469 830 1116 1149 612 1463 142 499 1120 1400 219 1087 710 497 115 1457
split_gain=50.2323 47.5262 44.9403 46.6511 39.5217 38.7017 40.3805 36.207 35.8978 35.5344 36.6883 43.2397 34.4527 32.6676 31.8976 31.0373 31.0364 34.1461 31.7572 47.1394 33.2909 31.3204 30.0584 30.0294 29.6622 29.1453 28.8693 28.7559 28.5363 27.4975
threshold=1.0000000180025095e-35 0.62821384419828064 -0.31170898610154357 0.89008618839080589 2.2668746584208797 0.90005214643023135 -1.174887736109484 1.4725277493311824 0.89888289943376809 -0.57273762479460333 0.63961785378869596 2.0190908010950195 1.3034552812289562 -0.1338629206770732 0.47154702428836687 0.42539890457445378 3.0978055213067548 -0.45171589405301432 1.0000000180025095e-35 1.8172976979801614 -0.48062865632843726 -1.2753602854038728 -0.31507667297627978 -0.77908940783655012 1.306288530064774 1.0000000180025095e-35 0.5527557478562467 2.5623266075722904 1.3947035982071894 -0.30461282028794062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 8 6 -1 12 27 22 15 26 16 -8 28 25 18 -18 23 20 -20 -21 -4 24 -2 -11 -12 29 -7 -5
right_child=7 -3 3 4 -6 14 13 -9 -10 10 11 -13 -14 -15 -16 -17 17 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00073708849245835968 0.00031770975779226606 -0.00027927005908215153 -6.0135961410055035e-05 0.00025376368393528124 -0.00085975412462115759 0.0006651398576374613 7.0150837090570184e-05 -0.00091601422427915898 -0.00029458034484034244 8.3086285186083008e-06 -0.00098856791093885005 0.0012899445641623673 0.00027916606527526367 -0.00036572839110513396 -0.0013890327654092153 0.00031115858083326529 -0.00331113487113102 0.0032877846575576648 -0.00023060292755924366 0.0072404967932829219 -0.0015385702412083321 0.00089304097635987901 0.00053255813871266227 -0.00031397333688137799 -0.0012149853032669838 -0.00059449214874349404 0.00026326530196864605 0.0018771044387006512 -0.00097102155794450665 0.00080128087447975253
leaf_count=12949 13018 41024 10825 13041 1589 8779 33301 9673 4140 28910 7657 781 10382 25656 960 18780 105 298 3865 84 7163 530 17576 62678 1294 8732 1816 1177 1101 14047
internal_value=0 0.000641678 0.0139281 0.0385213 0.105737 -0.0284706 -0.0484472 -0.0608555 0.12231 0.0130768 -0.0148652 -0.137301 -0.0486618 -0.0262684 0.0939763 0.0068628 -0.066197 0.525136 -0.0698096 -0.210301 -0.258122 0.470617 0.0773479 -0.0541556 0.0442195 -0.0309437 -0.182889 0.148145 0.126829 0.133676
internal_count=361931 252841 211817 129071 33994 82746 71906 109090 32405 95077 66676 10254 99417 58957 10840 56422 89035 403 88632 11642 11028 614 28401 76990 14312 37642 9473 28265 9880 27088
shrinkage=0.00404341


Tree=1197
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 539 784 923 727 647 590 278 694 846 1175 547 146 138 1051 405 1307 491 927 583 914 941 519 353 902 1025
split_gain=119.834 98.1581 70.779 62.4586 63.8334 72.1005 57.3557 56.4549 51.5644 43.2517 123.769 41.8573 41.7394 41.5115 38.0594 36.5325 36.1967 42.8484 35.1782 34.4536 35.0997 37.2297 34.1846 33.0948 35.4218 32.3467 32.1959 31.6023 48.2466 31.5088
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 0.9594655836162902 -0.86449023226567734 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.1833072469291228 1.2342127532274445 -0.53268848306471728 -0.31923240808069592 1.4078093546699517 2.2368666814773395 -1.0321883268519072 3.5926503781727646 1.0000000180025095e-35 1.3390041783085433 -0.25023694339587677 1.0483613175537825 -0.55326332990463356 3.2762546484437549 3.0707296396180284 2.1420547332082829 0.63280207191488913 2.0947916829856985 0.77266072190293822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 12 7 11 -6 22 10 -3 -5 -2 29 -8 -10 -15 -18 25 20 21 -4 -1 -14 -25 27 -7 28 -9 -11
right_child=1 9 19 6 5 26 14 18 15 13 -12 -13 23 16 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.6371225465969618e-05 0.00011428422359567895 -0.00011880551690359383 -0.00015404687066484471 -0.00014292817707930097 -0.00040292669053180834 -2.7758671204595682e-05 -1.0084747175189872e-05 -0.00018002171578865748 0.00015942956647821305 -2.0776860668558326e-05 0.00049795887593573644 3.5624169736762202e-07 8.115045362037059e-05 -0.00015931986153775536 0.0001445150584480624 -0.00018159079378086152 0.0008069065190069182 -1.0556556564238466e-05 0.0007908353595438394 -0.0002930815739038976 -0.00021222364240932242 1.1523649167318236e-05 0.00024216703743103825 -0.00012737074862133826 0.0012773011226382049 0.00038787205694102122 0.00018857408446496381 -2.7121134793440183e-05 0.00014135524712150137 -0.00018845563371895087
leaf_count=11206 9356 4821 9161 9027 2982 10815 8041 29500 15968 22994 1384 86616 4586 62243 13779 1040 277 1436 142 5095 8922 11972 1345 9234 53 370 2419 8401 1966 6780
internal_value=0 -0.0569914 -0.034269 -0.0195354 -0.0688229 -0.110242 0.010685 -0.160875 0.083334 -0.124039 0.0596653 -0.0125075 0.0278727 -0.138476 0.105822 0.160852 -0.175503 0.14596 -0.138168 -0.134098 -0.107498 -0.0622132 -0.0156463 -0.0544874 -0.13674 -0.142606 0.0173698 -0.149912 -0.186432 -0.0643292
internal_count=361931 332372 232437 197287 79824 56595 117463 43361 29559 99935 6205 95643 23229 93730 21820 17008 63956 1713 40379 35150 30055 21133 12551 13873 9287 40237 13234 39867 31466 29774
shrinkage=0.00085349


Tree=1198
num_leaves=31
num_cat=0
split_feature=1423 416 1470 1450 1467 1458 1452 1452 1452 1467 1452 1462 21 1464 1465 1459 116 1456 21 1459 1465 1467 1465 1097 1460 1460 1449 1458 1454 1468
split_gain=47.8344 46.5445 51.328 46.0979 53.1143 52.3208 52.588 71.8946 72.3842 71.1296 63.8194 66.4809 61.2347 55.6486 54.2019 56.5602 50.7763 47.5602 91.0641 47.0345 103.237 81.0869 72.9658 58.5782 46.8791 52.5165 50.7818 56.8573 59.8171 47.6454
threshold=1.0000000180025095e-35 -1.2405683649852424 -1.2126727935954851 -0.35262914890079794 0.44520113322763349 1.2067754800055484 -0.22703747551118403 -0.35757239763098808 -0.5285793083120659 0.40548763321784648 0.10267903820740146 2.7874438589925088 -0.70163543588998201 0.33722957473813192 1.4537820900595428 0.25494131453629387 1.3598778710582751 1.6651900077780224 0.62211875780133752 -0.16909159747159788 -0.50034672269571534 -0.46555852133708692 -0.30264311745663647 -1.2571877020351898 0.058427274985338513 1.7056088962726312 1.2624102624837521 2.8238293063641735 0.50933602050530713 1.5815342945870006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 12 10 11 -8 -3 -10 15 -9 -6 19 -19 20 23 22 -21 -14 26 29 27 28 -5 -26
right_child=-2 3 -4 24 16 -7 9 14 13 -11 -12 -13 17 -15 -16 -17 -18 18 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00086253225542924422 -0.0002893136644036646 0.0010149363298782787 -0.00060151943633965149 4.5041658087250903e-05 0.00011612110296736153 0.00065299147600354573 -0.0009834632860326732 0.0012799742822726357 -0.0010930034385369866 -0.0046205412347730002 -0.000160944946029684 0.0054995598514924601 -0.00083976212041385855 0.00051078814497664969 -0.0029657814838130472 -0.00048214135312629736 0.0014565747770544808 0.0028497680476584726 -0.0037263960994925859 -0.00094653904999848358 -0.00050502279860930525 -0.0015849162350690272 0.0012595855434416792 0.0015459818798357185 0.00072298212341583034 -0.00014998357281704981 0.00054249945041873345 0.0014248921102759527 -0.00051342968053031139 -0.00093155878275354034
leaf_count=2309 74863 4610 22654 77081 22257 4885 16075 5621 10917 414 21056 112 1160 2168 448 1920 2417 875 220 2651 9399 4720 2194 3777 23173 8897 12895 1716 18893 1554
internal_value=0 -0.00282405 -0.107995 0.00495383 -0.0281481 -0.0532477 -0.0665276 -0.0194216 -0.057158 -0.131139 -0.121488 -0.229752 0.0030702 -0.201232 0.171232 0.207517 0.0620933 -0.0389136 0.405839 -0.0601701 0.0207062 -0.181296 0.0189245 0.266979 0.0312386 0.101849 0.00875736 -0.00931959 -0.0173484 0.154848
internal_count=361931 287068 24963 262105 117896 93222 88337 50680 42691 37657 37243 16187 29606 13085 7989 7541 24674 24996 1095 23901 14336 9565 4845 4937 144209 33624 110585 97690 95974 24727
shrinkage=0.00404341


Tree=1199
num_leaves=31
num_cat=0
split_feature=56 50 266 1470 1076 651 1071 852 130 1449 60 710 1452 871 1465 1388 641 1243 1459 21 1465 1458 1452 340 46 1316 705 1450 476 832
split_gain=47.492 79.2874 44.1785 43.7134 42.9704 39.6296 53.0125 47.2028 39.1768 38.4077 39.297 36.0614 34.0488 32.8767 32.2665 33.6003 38.2477 32.1921 35.0121 40.2567 43.1437 38.5165 32.8948 34.0942 31.5313 30.7607 30.4074 30.2339 29.765 33.4415
threshold=0.58160213896575708 1.0000000180025095e-35 1.8774517785392637 -1.3664195657027294 1.0000000180025095e-35 0.58396494997324677 0.69084194168817237 1.0000000180025095e-35 1.0000000180025095e-35 0.74561756370782817 1.0000000180025095e-35 2.1867371514511169 0.70902136653063086 2.4008401756919917 2.3195887819936725 2.3422194059015995 3.7016018671129225 -0.07499698704023354 -0.33635779137711869 0.62211875780133752 -0.51322729858334903 -0.47148708895641395 -0.38109324395532962 0.54703477416996305 1.3976309195286467 -0.2213618701236745 1.6096096809635632 -0.67806027517800449 -1.316508667510939 0.59184644956201105
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -2 14 8 7 -7 13 10 11 17 -13 -5 15 -3 -17 18 24 20 21 -20 -22 -24 26 -10 -1 -21 -6 -30
right_child=3 4 -4 5 28 6 -8 -9 25 -11 -12 12 -14 -15 -16 16 -18 -19 19 27 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0003861609842457992 -0.002881342732307674 4.3920568269172773e-05 -0.00098021438886024162 0.00034499344474286166 -0.00052085399000759581 -0.00029143328205584891 -0.00090473249169009944 0.00055016435535705358 -0.00043593828094717077 0.00010800651673440954 -0.00077738064458292625 0.000106504668888671 0.0018113814943753232 -0.00095588051151461765 0.00080693679083673915 0.00069846547570118352 0.0059334378510634391 -0.00050032908587933661 -0.0013707906644819573 -0.0012027795807987218 7.4708061875899197e-06 9.0427421252572504e-05 0.0010059648474736781 -0.0008780955271126096 -0.0015785785171688901 0.00019154167029285037 0.0015359335677026522 -0.00014214009538709101 3.5634477154860672e-05 -0.000496721454810523
leaf_count=18313 250 95136 7654 42180 14089 9546 3953 5169 8298 17854 13972 4638 852 1414 2983 2636 58 32576 1946 2526 5320 4190 6491 851 1962 8898 532 6781 31229 9634
internal_value=0 -0.0295844 -0.0785737 0.0306469 0.0017507 0.0334724 -0.0519139 0.00741837 0.0600245 -0.0681894 -0.0881663 -0.0708319 0.119955 0.0929751 0.0274109 0.0202163 0.246261 -0.0840833 -0.0462494 0.00785533 0.0725817 -0.101895 0.148525 0.247625 -0.123542 -0.0291467 -0.0968787 -0.118432 -0.0514092 -0.0231034
internal_count=361931 282223 126458 79708 155765 79458 18668 14715 60790 118804 100950 86978 5490 43594 100813 97830 2694 81488 48912 28105 18798 6136 12662 7342 20807 17196 18845 9307 54952 40863
shrinkage=0.00338335


Tree=1200
num_leaves=31
num_cat=0
split_feature=785 516 789 651 452 506 495 578 852 728 930 566 651 928 896 650 476 785 579 912 842 990 837 921 840 727 934 1083 1251 1181
split_gain=47.2747 47.5301 46.2396 43.2589 41.5653 68.7733 42.3633 40.8122 40.5404 42.3046 63.9816 57.598 46.2018 46.1324 56.3771 45.6012 44.2009 43.0198 40.1176 38.6613 37.7392 37.6862 36.9101 35.2687 34.9249 34.7405 34.6828 33.8693 33.2177 33.4733
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 -0.9964111233105486 0.60725649753328859 -0.33605752069368178 1.6570080566542724 -0.87905496296652397 1.0747610123934368 -1.3163276726681863 1.0000000180025095e-35 2.1059719136688364 1.1107569744011787 -0.52992354128753727 1.0000000180025095e-35 1.6923072129381651 0.52296557744356353 0.58460966528228819 1.0000000180025095e-35 1.4915456331499788 1.2953335127958103 1.09266583130301 -0.21885928108285027 1.0525743831388839 2.3725025729405069 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.29027531722469929 -2.1041844745458547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 8 28 6 -6 18 -1 9 10 12 13 16 14 21 -12 -3 26 22 24 -13 -11 -5 -10 27 -9 -16 -15 -2 -30
right_child=1 2 -4 4 5 -7 -8 25 23 11 15 20 -14 19 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00086639132417898486 -0.00034420069425172931 0.0003467615228954296 -0.00028520965730425847 -6.632898641323826e-05 0.00095819460851724418 -6.413503215847656e-05 -0.00054519392714931058 -0.00015679132813296802 0.00016421502139878894 0.00022354805482888769 -0.00021734171907869548 0.00082936162629386641 -0.00066997398881597943 -0.00020316634239087413 -0.0010521328464017637 0.0010357758533646878 0.0012804011995348164 0.00034488003970480649 9.1388302084723636e-05 0.0001941874710138653 -0.00070886652907406131 0.0010633618085128744 -0.00044222900642511991 0.00081171192202708956 0.00042767988595640371 0.00033378952772895122 -0.00020043614126374261 -0.00058429386712887537 0.0084458784232658429 -0.0012483396641710721
leaf_count=3725 9762 5071 23724 29977 3807 15996 15205 11014 17261 17520 11069 4440 1095 48735 3419 1517 4314 5391 28880 10144 768 2681 31465 4584 3160 14820 9382 17818 22 5165
internal_value=0 -0.0220643 -0.000281232 -0.0569156 -0.0438205 0.0530144 -0.063347 0.067335 0.0129124 -0.00122577 0.0837459 -0.0184772 0.209375 -0.0298749 0.0324782 -0.0208222 0.25866 -0.0608893 -0.0424987 -0.062385 0.192182 0.109899 -0.0788067 0.0981327 -0.0831427 0.0375621 -0.131953 -0.0955263 -0.194097 -0.382601
internal_count=361931 332372 192093 140279 125330 19803 105527 29559 168369 146524 23066 123458 10480 118250 38393 12586 9385 18192 90322 79857 5208 20201 61442 21845 69713 25834 12801 66553 14949 5187
shrinkage=0.00312569


Tree=1201
num_leaves=31
num_cat=0
split_feature=1430 1160 1469 1436 785 1117 1016 1222 600 1437 156 1386 557 531 616 864 651 927 566 789 519 927 706 1452 583 559 910 678 126 272
split_gain=47.3755 97.2499 44.9915 40.9339 39.8347 39.9887 36.2441 37.8225 35.9991 34.8258 33.6405 31.3116 31.3955 35.0495 30.9455 35.4703 32.1434 31.2359 35.1835 30.9454 41.182 35.366 31.232 31.8102 30.8758 30.3629 33.8264 30.1162 33.2379 31.3875
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 1.0000000180025095e-35 -0.86283290253235112 1.0007360560485064 1.0000000180025095e-35 1.2281653790456704 1.0000000180025095e-35 0.72713696786055593 0.3066483305190903 -1.4953120543594869 -1.2100695799446537 3.5907102508697473 0.57091520978742472 0.72275257928592751 1.1107569744011787 1.0483613175537825 -0.33784760036965783 1.1248358748350926 2.1420547332082829 1.0483613175537825 -0.15486537872818409 0.16548447907729763 -0.55326332990463356 -0.80367159966991841 -0.62939844665486011 5.4562307876106422 1.402259659649604 1.3643217266306855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 10 8 7 27 14 -3 -2 -10 -13 -14 15 19 17 -17 -19 20 22 24 23 -6 -22 -24 -27 28 29 -4
right_child=4 9 3 -5 5 -7 -8 -9 11 -11 -12 12 13 -15 -16 16 -18 18 -20 -21 21 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00023675072592914 0.00061279475082537589 -8.5993554979176061e-05 -0.00048545238144502394 -6.0537721891600364e-05 0.0002707583482222837 -0.00028649386155787509 -0.00017709604113529809 -0.0017522381469977262 0.0011121124325833443 0.00029799737436773211 -0.0003462129020258823 -0.00099580292517105094 -9.1436768121448551e-05 -0.0017514790430267916 -0.00021209195496958019 -0.00021938588257980256 -0.0010888830601755576 0.0018878205184368192 3.8583023238559209e-05 -0.00017207022774998209 0.00021754623238975213 -0.0005785917188803933 0.00052295555548901348 0.00083659221438507072 0.0017792566691676309 -0.00064778893001270904 9.7726521479111851e-05 0.0025028917405364942 -0.0014603317201853814 -0.0013793783039489503
leaf_count=5636 12108 66986 30381 12593 20624 28330 11008 5867 1391 19307 2804 4015 36522 1021 18170 10989 2201 1005 1694 9914 1012 653 8056 8862 2511 6199 19744 164 4992 7172
internal_value=0 -0.0439963 -0.11552 -0.137505 0.0091384 -0.000214584 -0.170632 -0.20739 0.0138891 0.00334222 0.114669 -0.0428613 -0.0540236 -0.0355027 0.0341553 0.0489103 -0.0440753 -0.00586059 0.194771 0.0681332 0.0846117 0.277588 0.0697619 0.119676 0.357225 0.022871 -0.0148064 -0.183939 -0.190174 -0.160691
internal_count=361931 164106 77813 72177 197825 182913 59584 48576 154583 86293 14912 42949 41558 37543 111634 93464 15889 13688 2699 77575 67661 4176 63485 29486 3523 33999 25943 42709 42545 37553
shrinkage=0.00373549


Tree=1202
num_leaves=31
num_cat=0
split_feature=785 728 1445 852 727 677 878 485 692 978 921 791 388 647 590 1030 693 1099 896 497 974 785 696 1450 1245 1469 275 1464 89 1181
split_gain=144.662 116.29 78.8881 81.2173 59.2931 58.4513 55.54 55.2283 51.1297 48.2892 44.6437 47.9061 43.96 42.2339 106.811 40.1891 40.0827 38.4355 37.6945 44.1885 45.003 43.92 37.6236 36.2575 37.5886 34.1376 37.7495 33.711 33.0412 32.8435
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.45568148746326059 -1.0353775541481285 -0.77778259502483638 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.99422031274767553 -0.049738867493544052 1.4149514828101151 0.13351389361957308 1.461728259125324 0.3633515289570291 2.9970139449733542 0.45667540409088819 -0.075093369740202656 -1.2794378956475378 -1.3263328046252252 0.4022431516292117 1.5993600128483978 -0.43754283085459317 -1.2831469864174478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 7 -2 -5 16 11 -10 13 14 -3 -6 -7 23 19 27 -21 -20 -12 -9 -25 26 -15 -11 -8 -13
right_child=1 12 -4 8 15 9 28 17 10 18 22 29 -14 25 -16 -17 -18 -19 21 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.6659691122878725e-05 -0.00028558774522219338 -0.00011004539684141587 -0.00014316743746997049 -0.00015007783399080844 0.00017461579428077682 -0.00016938195595178902 2.1369742283468847e-05 -0.00014544652585611484 -4.209220944172935e-05 3.2828715498903742e-07 0.00026452779490626529 -0.00050257603566546149 -0.00022930622603856349 0.00087206547321968587 0.00052515809326633017 -0.00020357713992548508 1.6094365414882676e-06 -0.00043633491628937421 -5.9567838271136418e-05 0.0002631187744194678 -2.117975558931183e-05 0.00032709764063506273 4.0574493169525219e-07 -0.00062609770592991765 5.4224099745162299e-05 -0.00012114669915349325 -0.0004559722721873797 0.00020887766013060906 -8.6422194397611649e-05 0.00023300930326011996
leaf_count=12551 12837 3918 30890 3404 16011 12298 17734 14161 9383 36746 6759 281 20295 220 1190 997 8898 2118 26436 4805 2678 1006 2446 496 8365 74210 102 2511 24335 3850
internal_value=0 -0.0665095 -0.0417873 -0.0281184 0.08731 -0.0456048 -0.0936764 -0.168967 0.0790047 -0.012983 0.112887 0.035924 -0.139136 -0.116696 0.0781326 0.170106 -0.10684 -0.10803 0.0101876 0.0448677 0.183118 -0.0508463 0.221249 -0.0844022 0.0298543 -0.132358 0.521993 0.0167213 -0.0447217 0.219605
internal_count=361931 332372 232437 201547 29559 175424 80046 37977 26123 95378 22719 13514 99935 79640 5108 17008 21196 25140 74182 46740 7483 27442 9205 23022 8861 74532 322 39257 42069 4131
shrinkage=0.000887971


Tree=1203
num_leaves=31
num_cat=0
split_feature=470 602 416 1099 1367 526 885 1376 767 915 1002 933 497 784 21 841 1363 675 898 1040 1450 858 470 529 980 602 501 118 1459 140
split_gain=47.4041 66.828 47.3076 40.0304 40.4268 38.78 38.2912 38.0737 43.9005 37.2977 35.4683 36.1839 38.0893 35.1752 34.5799 33.4517 33.3337 32.3566 31.8678 31.2935 29.9961 29.8431 29.5583 29.4338 32.6602 31.3854 30.8405 31.2593 28.7245 28.3328
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.38898931724748359 1.4149514828101151 0.61047007421192445 2.3757057381457001 1.0000000180025095e-35 0.18805867694879752 1.1013672280589708 -0.13263821421772579 0.69854289147193727 0.68806224955729689 1.5729800777409018 0.9594655836162902 -3.9164670491403295 1.1672291848996961 1.0000000180025095e-35 1.3006397995630099 -0.37996285116796108 3.4299001835843828 0.94329148222322312 1.0825608069246189 0.66595742291584703 1.4795591430507427 2.0839639958171001 0.66849908449309148 0.73833788481090989 3.6259478178927522 2.536014151818426 0.056961987048755554
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 13 6 14 8 10 -9 11 12 18 17 -2 -16 29 -4 -8 -7 -15 -14 -20 24 26 -25 27 -3 -22 -1
right_child=5 23 3 -5 -6 19 7 9 -10 -11 -12 -13 21 20 15 -17 -18 -19 22 -21 28 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010260348525211673 0.0037465644502762854 0.0001604705390257494 -0.00074465608180909932 -0.0016301752415268666 0.00053188667389704328 -0.00092777907646200252 0.00084230239944456668 0.00017122817717768062 -0.00026112375871326847 -0.00056477943498590706 -0.00013119932771381597 -3.237662228303704e-05 0.0015509540463936435 5.4714353967959664e-05 -3.6441557957507798e-05 -0.00065255124333830667 -0.0016946532349765182 0.00017178961564203067 2.1518304481035297e-05 0.0086148744071423301 0.0014750265037098288 -0.00067058296657847088 0.00074170727578783428 -0.0012783352721500048 -0.00099804643956801897 0.00016418823821838678 -0.00044637643050932541 -0.0030795362391792674 0.0075289612574643856 -7.2015783009340967e-05
leaf_count=15214 216 66521 25914 4235 6703 6405 13928 16744 10701 12134 9528 9582 4929 6235 73677 10690 8231 5714 14944 36 708 579 7259 5201 3055 2903 11860 368 75 7642
internal_value=0 -0.0440749 -0.104822 -0.0597491 -0.0419047 0.0090727 0.0139459 0.0404858 0.0646 -0.028679 0.0858684 0.107327 0.13337 -0.0777962 -0.0227163 -0.0251912 -0.199293 -0.118074 0.108754 -0.188269 0.0730882 0.289823 0.059831 -0.00580409 0.00568928 -0.151023 0.014577 0.0319991 0.475832 -0.14556
internal_count=361931 170579 80671 49584 45349 191352 184911 100328 71450 28878 60749 51221 41639 38646 84583 84367 31087 31628 36131 6441 7018 5508 22203 89908 81804 8104 78749 66889 783 22856
shrinkage=0.00455354


Tree=1204
num_leaves=31
num_cat=0
split_feature=51 1371 652 1368 1469 1456 334 150 21 785 1467 21 1458 117 1452 294 292 474 1452 125 1041 1455 809 219 468 1460 1465 1453 1450 795
split_gain=46.0608 42.7846 40.3246 43.0345 45.407 52.0358 39.7961 39.0544 36.4386 44.0587 36.2617 38.5475 35.6993 34.5962 34.9813 34.043 34.2612 32.9922 32.5699 32.8412 32.4343 31.8078 34.1043 37.3234 32.5413 31.5116 30.5658 39.7047 33.5766 30.3363
threshold=1.0111847875080273 3.4357416210103824 -0.98896428961744431 1.0000000180025095e-35 0.42433792593615 0.042545365537477266 2.3589082062198705 3.1059109887547178 -0.70163543588998201 -0.86283290253235112 2.2092991213461084 -3.2545899522946695 0.66908396227393185 1.8421106730875214 -0.58911782507014421 0.13932239942747363 -1.8466444976579208 1.0000000180025095e-35 0.39976317982519466 1.5320262332576917 -1.1134906285344466 0.72809816964645935 1.0000000180025095e-35 -0.85392495860580386 0.44075178722957481 0.22912600144955811 -0.22182333324429437 -0.14756540052680775 -0.57378190399925333 -0.29258408639884992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 4 8 12 13 -3 10 20 11 -4 18 14 -5 16 -11 21 19 -6 -10 22 23 -2 -24 -8 27 -20 -28 -1
right_child=17 7 3 6 5 -7 25 -9 9 15 -12 -13 -14 -15 -16 -17 -18 -19 26 -21 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00039916367330285679 -0.0012281539925324532 -0.00099640922714612588 0.0021718150658360785 0.00033248801260051805 -0.0002553570340587504 -0.00083464533372625243 -0.0012272305593028989 0.0066202092579475975 -0.0017489478043597353 0.0027403163021918532 0.0010093312760886617 6.5145080435099405e-05 0.00063090862508319008 -0.00043853368172092256 4.135745864798691e-05 -0.00049077969861049888 -0.00010762143624031827 -0.00086790704183029922 -0.0024404512437833721 0.00064399859162748985 0.00052593662608046391 0.00026224212096688493 -0.00021609651008774395 -0.0003517135892916113 0.00054982581734687799 0.00052031182208527775 -0.0022470226928433461 -0.00023720071994138601 0.00061863806276002279 1.0495657360924861e-05
leaf_count=19818 5183 3865 377 27916 28529 9763 2472 41 322 247 2320 32614 2416 6081 71761 16067 51188 6729 1529 2042 5862 7039 17689 15096 3248 715 296 848 908 18950
internal_value=0 -0.0023933 0.000157149 -0.010236 -0.0356385 -0.0987788 0.022796 -0.281996 -0.0108331 -0.0389553 0.0514184 0.0303047 -0.0597416 0.0295006 0.0390236 -0.0570896 -0.0299485 -0.0790462 -0.0807455 -0.0571535 0.130502 -0.0601067 -0.0873136 -0.167473 -0.0256052 -0.243433 -0.307066 -0.493309 -0.0220603 0.0654154
internal_count=361931 306947 303041 264273 155328 46331 108945 3906 108997 73686 35311 32991 36568 105758 99677 67502 51435 54984 34152 30571 6184 48255 41216 20279 20937 3187 3581 2377 1204 38768
shrinkage=0.0031882


Tree=1205
num_leaves=31
num_cat=0
split_feature=785 181 728 852 728 784 578 1470 970 1109 1470 647 590 846 1107 560 189 921 263 272 520 619 1043 1190 146 138 348 322 792 1244
split_gain=105.329 85.7804 64.6057 60.3497 50.9661 50.9603 46.5074 40.9245 40.7144 40.7968 39.8077 39.4423 99.5211 38.364 38.0964 36.8917 36.5254 35.9407 35.5721 33.6836 36.7065 33.5099 33.2152 33.6785 33.0169 38.1603 32.3077 31.4776 31.3454 35.3346
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 -0.49008176997875957 0.9594655836162902 -0.87905496296652397 -1.3664195657027294 -0.68903569641304141 -0.49995493244068684 -1.2954595170378473 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 -1.3538140519341206 1.6590601587821199 2.7059755265676442 0.62154522891879982 1.6445160113075163 1.6568181847307961 1.5103007336851382 0.83082504555296788 -0.8066570567396022 3.0412637214590359 2.2368666814773395 -1.0321883268519072 -0.108187334348974 1.0000000180025095e-35 1.0000000180025095e-35 -0.98603490705906538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 -1 16 -6 -7 10 -10 -2 12 -4 -13 -8 17 22 -9 21 20 26 -3 27 28 -15 -26 -16 -5 29 -24
right_child=1 18 11 5 6 7 14 15 9 -11 -12 13 -14 24 19 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00013777694348528986 0.00026705541143343901 -0.00012817605432941385 -7.9771059430514674e-05 -1.7843668958178492e-05 0.00026268676336857249 -0.00054061700239948086 -0.00023797467676050298 6.8604471304244014e-05 -0.0001530554658688537 -4.6351982577177978e-05 -9.894421394743412e-06 -2.4976610777157809e-05 0.00045761919228185356 -0.00012543818636173202 3.9915657149822134e-05 -0.0001616259090611977 -0.00038346079992131285 0.00022825814110437543 7.1518128658924852e-05 -0.0001427704392818898 -0.00010959749109290873 1.3002079376618964e-05 -0.00010640992741928251 0.00057003577589630845 0.00079609441234175515 2.0129048370145132e-05 0.00017769382418726597 -0.00018383048633940821 -2.0865822156008249e-05 6.6300324109082724e-05
leaf_count=3396 1374 61095 3910 9021 3407 257 1111 14502 16361 36381 19812 23148 1186 48791 7961 1348 975 4670 3060 1776 2119 5665 3940 283 216 1204 9789 6216 41138 27819
internal_value=0 -0.0524901 -0.0357005 -0.0153554 0.0793983 0.0149737 0.108986 0.106225 -0.0656479 -0.10001 0.0139594 -0.0956151 0.0941082 -0.111089 0.0753912 0.116585 -0.00765326 0.139982 -0.132099 0.0943786 0.118575 -0.146268 -0.00387178 0.0133923 -0.150292 0.182113 0.14929 -0.101907 0.0106046 0.0607607
internal_count=361931 332372 262552 184097 29559 110169 26163 20777 73928 52742 21186 78455 5096 73359 22756 20520 89392 19172 69820 21645 19869 66760 88417 73180 50211 1420 17750 15237 72897 31759
shrinkage=0.000773033


Tree=1206
num_leaves=31
num_cat=0
split_feature=181 118 1454 21 1455 1460 1461 1466 1466 21 1462 1456 1449 1462 1453 1458 1458 1361 1453 1467 1462 1469 1460 1427 677 1450 1458 1461 1453 21
split_gain=45.4628 41.6544 39.663 52.184 69.858 59.8151 52.3997 47.3601 53.4724 51.9242 52.405 50.454 46.7558 45.2908 52.32 57.2848 56.4664 49.786 43.8051 48.8659 42.6032 41.2803 40.0743 39.2741 39.1687 37.2544 37.0869 36.917 46.613 50.0881
threshold=1.0000000180025095e-35 1.1315434704044114 -0.2363894608792538 -1.0798509198017876 0.46304910557563933 1.3228809068545828 2.5032120688259147 0.37829601484295772 0.41217482453263737 -1.2689586617576902 2.5899815736749394 1.6651900077780224 -0.63352742786000882 0.60855133363586655 1.3990727291183711 0.24391125146464598 -0.51735096401482072 1.0000000180025095e-35 0.47485221662462634 1.0660767043226638 0.57678471910470575 1.6911153983873026 1.1891927820995118 1.0000000180025095e-35 1.0000000180025095e-35 0.83479547028963264 0.26371882245380962 -0.039446766248907701 3.5235182473523379 1.3785497256249488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 12 20 9 25 -1 13 -10 22 14 15 17 -16 24 26 -20 -4 27 -6 -7 -11 -9 -17 28 29 -5
right_child=-2 -3 3 21 5 23 -8 8 11 10 -12 -13 -14 -15 16 18 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011770558094984136 -0.00024556100995822331 -0.00027444938406409012 -0.00063158525679499384 0.00013928258201688836 -0.00015461953866452557 -0.0021993795164944392 0.0034851234762870022 0.0023740374316390308 0.00026873940712017003 -0.00079817373169722039 0.0023796783452643484 -0.0019053006387286758 0.0026076891476437504 -0.00065642684564094853 -0.00038423270977139539 0.0027544514317713103 0.0026207520406619058 -1.2561065202628768e-05 -0.0017505118887332618 0.0024030589351334186 0.00085796391513342574 -0.00080953047760313991 0.0053142406872426834 0.00098231391149225912 -0.00020840361390789903 -0.0038492952602333982 0.00040409634889782421 -0.0001651703027023852 -0.00075237532773790681 0.00067393462133882702
leaf_count=3705 75166 36660 3725 68909 797 342 231 987 18350 16888 475 833 1971 9543 618 416 859 43552 1132 193 1983 3208 72 581 18668 79 13616 23828 2964 11580
internal_value=0 -0.000566184 0.0090572 0.0369634 0.192995 0.407146 0.027957 -0.0190165 0.0798499 -0.0379971 -0.0295358 0.0523327 0.560014 -0.0332152 -0.0184221 -0.0255448 0.376022 -0.0510498 0.0972414 -0.294096 -0.0218367 0.0237908 0.123289 -0.0476883 -0.120177 0.557906 0.132821 0.0308644 0.0519596 0.0619374
internal_count=361931 286765 250105 120191 9702 3763 5939 129914 20249 109665 105960 19183 2840 105485 95942 94465 1477 79108 15357 1325 5708 110489 869 923 35556 1066 14032 107281 83453 80489
shrinkage=0.00359044


Tree=1207
num_leaves=31
num_cat=0
split_feature=253 1442 559 623 498 1439 1260 21 540 684 672 1453 1453 954 621 1423 1292 220 278 1237 747 334 563 6 48 1463 503 1449 395 14
split_gain=45.4508 43.0789 38.2948 33.6274 35.0608 31.6683 33.7722 32.9061 39.472 42.3861 41.6063 35.9781 47.9375 35.5264 34.4311 33.6666 34.0349 33.5044 35.2722 33.1994 34.0627 32.1474 31.7517 31.3813 31.2721 30.9916 30.3863 31.3279 30.4988 30.2728
threshold=1.0000000180025095e-35 -1.2625182715263061 0.028062655773745337 2.5564688642640712 2.3761431599641116 0.70356782200899082 0.92224895838314735 -0.13431221002227373 2.2707766433665819 1.7787022169090634 -0.65546635319905777 3.5235182473523379 4.6534804692792964 6.099786963134739 -0.93765632117910669 2.2885552421444864 1.0000000180025095e-35 -0.28700911359545211 -0.42968294734840068 0.5723095224056084 1.0000000180025095e-35 2.3589082062198705 2.5249611988374854 1.1672111435206285 1.0000000180025095e-35 3.5642877411819058 -0.020040405834623676 -0.50336258303018744 1.0000000180025095e-35 -1.7926358038970283
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 23 5 -5 7 -7 14 9 10 11 -9 25 26 -1 17 -17 -16 -19 20 -12 22 -22 -3 -2 -13 28 -28 -10 -26
right_child=1 2 -4 4 -6 6 -8 8 13 -11 19 12 -14 -15 15 16 -18 18 -20 -21 21 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-0.00021790042143854933 -0.00028773625820176013 0.00011792085356005407 -0.00029106065083618117 0.00053582546287883918 0.0037074550198008768 -0.00010537390848296553 -0.00079662299049301083 -0.00012121930999737334 -0.0016418289752576228 -0.0005390704716494053 -6.2486042774059113e-05 -0.0034714396578412192 0.00037622073034165122 0.0021583983489193962 2.8009505031137281e-05 -0.0018243799983418459 8.8249726009589091e-05 2.0563015024343687e-05 0.00053692296137464884 -0.00049612627340693842 0.00036676891465498452 -0.0013612552104302006 0.002221767878222983 -0.00046708315117416951 0.0037413940569959695 0.0031464042309630159 0.0015231019353226186 -0.00066213928124724496 -0.00026094221343634061 -0.00097424219776241002
leaf_count=13087 24241 47414 41333 3967 188 39745 6019 30534 2627 9367 16627 527 387 184 23722 1513 1679 11223 29604 4758 31865 749 498 7013 120 34 551 1088 1262 10005
internal_value=0 -0.0488597 -0.0257255 0.0060297 0.198056 0.00227772 -0.0529695 0.014799 -0.0107706 -3.12067e-05 0.0136955 -0.0473336 -0.447798 -0.18228 0.0492819 0.0687698 -0.190954 0.0783569 0.114855 0.0505307 0.0655534 0.10376 0.112693 0.0127878 -0.1324 -0.845438 -0.217647 0.0258747 -0.320851 -0.260104
internal_count=361931 130126 95760 231805 4155 227650 45764 181886 101058 95346 85979 31482 948 5712 80828 67741 3192 64549 40827 54497 49739 33112 32363 54427 34366 561 5528 1639 3889 10125
shrinkage=0.00352004


Tree=1208
num_leaves=31
num_cat=0
split_feature=1235 407 785 319 1467 852 1022 1361 1176 717 728 1436 317 728 843 639 719 921 1455 978 937 678 791 1465 1452 1229 1016 1470 804 566
split_gain=134.67 123.872 109.021 79.1844 70.9275 69.0443 69.0541 91.1731 67.0942 62.1237 53.4659 52.152 50.3343 49.7671 48.8056 48.7013 47.5679 46.8597 44.4546 43.772 42.841 40.8568 40.5802 40.1249 45.7935 38.7587 49.676 39.0173 38.2656 36.5776
threshold=-0.94625487755706195 -1.2965003005540392 -0.86283290253235112 2.3683501136148597 4.0242090356330973 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.49380082627878302 0.47434941765559457 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.7594804287203607 0.20575322729665163 -1.5042199147372537 0.62154522891879982 0.35881941651261778 3.1155516240864496 -0.58363259351866237 6.0948733974029876 1.0000000180025095e-35 -0.41120921193798426 0.52142301186363793 1.0000000180025095e-35 1.0000000180025095e-35 -1.1535394197080833 2.2521318533151415 2.1710320005650359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 12 13 5 8 6 7 10 15 19 -4 21 16 -3 29 25 -2 22 -10 -7 -16 -12 -11 24 -15 26 -1 -27 -9 -8
right_child=1 2 3 -5 -6 9 14 28 18 17 11 -13 -14 23 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0003966343429815495 0.00050722730827738242 -0.00015418064486944326 9.3406599723006004e-06 -0.00024269451660921572 0.0003597511239049211 -5.8758555324737301e-05 -2.2207620830769198e-05 -2.9825820719941969e-05 -0.00010433107943737766 1.0022007192731406e-05 -0.00024613280941569726 -5.1868783622282161e-05 -0.00021323956696618092 9.3342155810057512e-05 0.00040226364076516156 -0.000292593305446754 -7.9966893902793163e-05 0.00030326968583140837 1.9514135504150577e-05 0.00062455111750150157 7.0933297096371979e-05 0.00061539670790639175 0.00024649421641699987 0.00019284510358413368 -0.00026180078769737068 0.00015369889852271244 -0.0001321178591230758 -0.00011305190885815246 0.00024860615780845018 0.00011597514358032694
leaf_count=7362 377 2130 6196 7322 989 10011 74412 39880 41766 6940 25811 7497 18634 6659 1262 13881 16616 3683 14219 256 5681 142 2947 12605 1311 2155 8811 15205 1392 5779
internal_value=0 -0.0282406 -0.0112205 -0.0278105 -0.128983 -0.0207584 -0.0367629 -0.0868172 -0.1362 0.0827024 -0.177599 -0.221322 -0.162819 0.125661 0.00144051 -0.210156 -0.0727312 0.169334 -0.0839392 -0.0456695 0.158979 -0.283551 0.0965762 0.156603 0.0414785 -0.161593 -0.26087 -0.088371 -0.022567 -0.0136863
internal_count=361931 257543 221916 199211 104388 191889 168052 80918 103399 23837 39646 33450 35627 22705 87134 47414 16993 13570 55985 10267 6943 25953 9887 20575 7970 33533 16173 17360 41272 80191
shrinkage=0.000836755


Tree=1209
num_leaves=31
num_cat=0
split_feature=785 728 784 677 602 921 784 544 726 519 268 878 647 590 846 890 498 146 859 139 1466 1465 1452 284 979 415 382 713 341 1453
split_gain=134.388 103.321 75.6841 67.8398 88.3698 61.8216 61.6651 57.0504 48.8926 48.8832 84.6838 46.5057 42.6634 117.426 41.2022 40.4936 39.1505 36.999 36.6256 35.5191 34.6259 34.553 41.8505 33.736 33.6159 33.7463 32.968 32.6297 36.4856 31.7934
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 -1.3230736206490437 1.7577627508593003 2.888475460910541 -0.98545034728205338 -0.43039089942714415 2.2763907064872897 -0.41120921193798426 0.52142301186363793 -1.4950250354433621 -1.1195857208238145 -0.37465233959304217 1.0000000180025095e-35 1.0000000180025095e-35 0.4740468779213643 1.257127198603895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 15 23 9 21 -7 16 26 24 13 -3 -14 -2 -5 -16 -10 -19 -6 22 -1 -4 -8 -26 -11 -17 -29 -25
right_child=1 12 5 6 20 8 11 -9 18 10 -12 -13 14 -15 17 27 -18 19 -20 -21 -22 -23 -24 29 25 -27 -28 28 -30 -31
leaf_value=8.8910799477781016e-05 -0.00037697175809439426 -0.00012564642809346943 -0.00030172427259686637 -2.0485060034825081e-05 -5.6916421154770192e-05 -0.00013792462105015078 -0.00027481416625627054 -5.7109896970623012e-05 0.00056374792677379396 0.00041699409511345949 -9.7646570181749803e-05 -0.00013044137792014209 -6.4053849038264639e-05 0.00048599512576627464 -0.00016454300124232936 -2.2667978564236887e-05 0.00017787077525186577 0.00019266770286144197 0.00018579019713333192 0.0018559505845181471 0.00021253386819864692 0.00018053749027201817 -0.00025580713585386032 -8.0530881065160361e-06 0.00010452435279854024 -5.8337427647422629e-05 0.00013366646441625665 -0.00014732414284310039 -0.00034765798490524289 0.0001836856538946356
leaf_count=6776 8061 4821 1572 49937 44332 1345 1814 8361 983 2507 3046 23753 29774 1384 63616 6349 3230 290 5267 50 1527 13021 1401 30012 7308 9670 2405 18874 7478 2967
internal_value=0 -0.0643285 -0.04103 -0.0604994 -0.111982 0.0395095 -0.0265983 0.0840747 0.205335 0.0161773 0.162513 -0.0881084 -0.13291 0.0493092 -0.147189 -0.209558 -0.00798793 -0.184 0.279423 0.544771 -0.0532993 0.140644 0.0347601 -0.000166933 -0.00973698 0.0162046 0.319872 -0.178293 -0.220443 0.012677
internal_count=361931 332372 232437 190291 86621 42146 103670 29559 7595 61125 7958 42545 99935 6205 93730 40762 53167 63956 6250 340 45859 21198 8177 34551 18792 16978 4912 32701 26352 32979
shrinkage=0.00087056


Tree=1210
num_leaves=31
num_cat=0
split_feature=785 728 1431 728 784 519 727 788 723 588 938 827 788 1452 861 578 921 727 678 1107 661 590 537 846 1250 694 859 272 520 1230
split_gain=144.837 99.3757 71.2174 63.1705 59.8465 56.0186 68.3595 53.7742 45.8516 68.1179 63.2014 53.8356 50.2717 49.2759 45.0071 44.7078 43.8966 57.5479 41.7895 39.8617 39.6892 81.2731 50.4086 46.9099 36.1773 35.8825 35.5334 35.0975 36.2409 34.5195
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.49008176997875957 0.9594655836162902 2.1420547332082829 -0.682906484622256 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 -0.36836247429892682 0.38349571241217301 0.62995620057108082 1.0000000180025095e-35 -0.87905496296652397 1.0525743831388839 -1.5722412400100421 0.34708990927187483 -1.3538140519341206 -0.59275567010655072 0.58895901036483078 0.44238072866629086 -0.53268848306471728 1.3717075479688086 1.2615335103024639 -0.98545034728205338 1.6568181847307961 1.5103007336851382 2.3457019632811744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 8 -7 29 11 10 12 13 18 -2 -14 -5 -6 -18 -10 -17 21 -3 -23 24 -22 -13 -19 28 -21 -8
right_child=1 20 -4 15 16 6 7 -9 9 -11 -12 25 14 -15 -16 19 17 26 -20 27 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014026517504816887 4.2404345920245576e-05 -7.4359128250276011e-05 -9.8494312112068879e-05 0.00027238462533816517 1.9523401471601022e-05 -0.00015155054407308021 7.3686875449557383e-05 0.00025829170199850198 -0.0001207181915970961 0.00010031057668129913 -0.00013216913141405945 3.86523257874621e-05 -6.4000376559091618e-05 0.00027492529944425398 8.880467436967871e-05 -0.00022046109100437654 -0.00017236638574855847 0.00050425583571051208 -2.4960011804051519e-05 0.00013303518416974783 -7.1734626232822408e-05 2.8757708898625415e-05 0.00048525360092923665 -0.00013922013746395397 0.00012508456294103336 -8.7320358445614022e-05 0.00016816523930590497 -0.00012445729052355722 -8.5069588122000422e-05 -0.00031776151951979221
leaf_count=3396 11433 12157 35150 3407 29126 2543 3948 4297 23396 6226 31101 10285 9594 2830 12447 1111 1119 926 27052 17750 23925 1464 1125 58033 3231 15726 4670 1776 2119 568
internal_value=0 -0.0525181 -0.0296291 0.101572 -0.014838 -0.0333829 0.10095 0.180866 -0.04575 -0.0693266 -0.0843596 0.0172354 -0.0507864 0.12178 0.0364044 0.134268 0.0623221 0.210471 -0.0886451 0.101445 -0.1201 -0.00866662 0.331505 -0.142014 -0.059159 -0.043997 0.292394 0.120687 0.145162 0.031183
internal_count=361931 332372 232437 29559 197287 161446 11356 8813 150090 109816 103590 40274 72489 14263 22041 26163 35841 6715 50448 22756 99935 14746 2589 85189 27156 26011 5596 21645 19869 4516
shrinkage=0.000757875


Tree=1211
num_leaves=31
num_cat=0
split_feature=785 728 1080 1022 1361 712 150 578 959 1235 829 388 714 1469 647 590 927 1046 791 683 1436 1079 678 509 872 815 692 1469 275 1361
split_gain=158.463 106.345 77.246 75.8494 99.8617 66.1272 58.6912 52.5157 44.563 44.2632 45.5756 43.7507 43.5345 46.2846 42.67 112.966 41.097 42.3208 40.9665 47.6162 38.8526 43.9315 43.8534 38.0959 37.4926 36.7663 35.1258 35.0374 38.1371 34.9682
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.45926076786608272 -0.87905496296652397 -1.2907225086880219 -0.94625487755706195 1.9012871557769564 1.0000000180025095e-35 1.0000000180025095e-35 -0.61819632934197222 -0.87782724458594241 0.58895901036483078 1.0483613175537825 -1.4186728844878853 1.0000000180025095e-35 -1.07329023030195 1.0000000180025095e-35 3.0729769241839433 6.0948733974029876 -0.37731140836110016 1.0000000180025095e-35 0.67237773758774566 -0.86727267166349253 -1.3263328046252252 0.4022431516292117 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 -1 -5 -7 -2 -6 -11 14 13 -10 15 -3 17 -9 -8 -20 21 22 -14 -19 -4 -21 -27 28 -16 -25
right_child=1 11 24 6 9 7 18 16 12 10 -12 -13 20 -15 27 -17 -18 23 19 25 -22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.00017916548736594121 -0.00036211582480151429 -0.00010650155126498643 -6.8008792773923597e-06 -6.3674417608153218e-05 -0.00012135759702956543 0.00032277078386610907 -7.594496258589759e-06 -0.00035137530355794106 0.00015386930036479619 1.1085112085661271e-05 -0.00028444744724601503 -0.00021949126286519062 -0.00025967743889840442 -0.00015318404120628668 0.0008701945517454085 0.00053449653193685619 0.00029022095244358331 0.00015333658334883214 -6.3049438658664296e-05 6.9187718280540664e-05 -5.6833577275312801e-05 0.00024570851238532831 0.00067335261707651814 -0.00010908919378910667 0.00023751334436169372 -0.00020234810535642265 0.00029400128555629997 -0.00011365211815219688 -0.00043867605053127197 0.00010402539295752479
leaf_count=3225 8602 3918 3416 49367 17876 3439 50887 845 3354 36767 2101 20295 22533 4891 220 1190 2829 9344 6049 9169 6972 594 140 5217 4520 488 4711 74210 102 4660
internal_value=0 -0.0634713 -0.039852 -0.0480601 -0.0961082 0.0972615 -0.0140127 0.129464 -0.189477 -0.0404872 -0.00335245 -0.133033 -0.162067 -0.0127643 -0.110642 0.0852271 0.0939306 0.0617814 0.0225654 0.100662 -0.207602 -0.263236 -0.286065 0.0811012 0.154914 0.158027 0.287975 -0.126417 0.536732 -0.00760163
internal_count=361931 332372 232437 224501 103830 29559 120671 26334 47086 56744 38868 99935 38484 8245 79640 5108 22895 20066 71304 20417 30239 23267 22673 19221 7936 14368 5199 74532 322 9877
shrinkage=0.00087056


Tree=1212
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 544 727 890 150 647 590 570 497 785 974 15 11 1145 859 1444 1292 1367 747 746 575 50 636 1453 281
split_gain=130.114 88.8212 72.8599 72.3386 71.8127 63.3301 53.0035 47.6222 40.5353 39.0165 37.6105 110.563 39.5272 37.3551 48.7558 38.7595 36.5448 48.6942 36.6621 35.4808 35.4715 34.7023 37.8204 34.6417 36.4845 36.0741 34.5681 37.7471 33.8506 34.7436
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -1.5722412400100421 -1.0182342416987082 -0.45926076786608272 -0.87782724458594241 0.58895901036483078 -0.48460852809644533 0.26974448824413327 2.9970139449733542 0.98362850890892195 1.5345964658009021 -0.87191264689159853 1.0000000180025095e-35 -0.98545034728205338 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.1031850957970919 1.0000000180025095e-35 -0.34806466541374598 1.4829784501753427 2.4129057422810987 0.51954049301251548 -0.48485357901650905
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 8 28 21 -7 -2 -5 11 -3 16 -11 15 -15 18 -18 20 -9 -12 22 -1 24 25 -10 27 -14 29 -4
right_child=1 10 5 9 -6 7 -8 19 23 13 12 -13 26 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.4214928346864434e-05 -0.00032726440914563438 -0.00011877954080045288 -0.00012236596742818925 -6.307096825976622e-05 -4.7905519966149696e-05 -0.00013495573222203609 -4.9670183787708065e-05 0.00053443321162542374 -9.2991064232576063e-05 -3.0130354102884043e-05 1.2442551735862959e-05 0.00045161860827660252 -0.00017100799646685682 7.1893718207919973e-05 0.00042436261507916215 -0.00010587178350937826 0.001939815388209865 0.00013175823792373572 -0.00017747746479631943 0.00017895156293921255 -0.00020920386408557342 0.00019034052682147739 0.00014118741839297795 0.00057554999654922711 -1.7639491493483243e-05 -0.00025498731579823227 2.7937890776429631e-06 0.00035085492837438014 0.00010514102161610354 1.4506554026523204e-05
leaf_count=4800 9953 4821 9434 42028 45923 1294 8361 993 10882 35215 15436 1384 55011 20511 983 4264 48 2192 11558 5308 4136 10329 6069 169 5579 14784 4791 558 7226 17891
internal_value=0 -0.0610176 -0.0394198 -0.0585537 -0.110619 0.0396572 0.0851756 0.207499 -0.195751 -0.0227199 -0.124822 0.0463336 -0.138304 0.00954347 0.0671286 0.0495119 -0.0711306 0.21256 -0.0943613 0.278705 -0.0336101 0.139723 0.0587007 -0.161684 -0.169546 -0.217368 -0.177247 -0.19726 -0.000561897 -0.0359997
internal_count=361931 332372 232437 190291 87290 42146 29559 7595 41367 103001 99935 6205 93730 60973 25758 24775 33370 2240 31130 6301 19572 21198 10869 31414 31245 25666 60360 55569 34551 27325
shrinkage=0.000836755


Tree=1213
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 728 726 21 747 746 620 471 21 146 1453 647 590 150 332 785 520 207 526 859 677 533 1453 281 585
split_gain=127.361 98.9455 77.3499 75.0669 78.1996 62.889 60.0645 50.7086 44.019 42.0504 43.091 41.4187 40.4008 44.5186 44.7099 43.7585 38.2886 52.353 38.2766 38.1974 36.5559 36.5252 36.4964 36.0215 35.9054 34.6461 59.5916 34.1942 34.5662 33.8912
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 6.1031850957970919 1.0000000180025095e-35 0.16760437365778322 1.0000000180025095e-35 -0.89074317784588486 3.0783482178314734 0.058091628562482463 -0.87782724458594241 0.58895901036483078 -0.45926076786608272 1.0000000180025095e-35 2.9970139449733542 1.5103007336851382 -0.056979058706651924 1.0000000180025095e-35 -0.98545034728205338 1.0000000180025095e-35 1.0000000180025095e-35 0.51954049301251548 -0.48485357901650905 -0.8867634123843694
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 9 27 -1 -7 11 10 29 -8 13 14 15 -3 17 -14 -5 -18 22 -12 -20 -15 -9 26 -10 28 -4 -2
right_child=1 12 5 18 -6 7 8 24 25 -11 21 -13 16 23 -16 -17 19 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014009690872722041 -0.00030063778770137209 -0.00012254788316954323 -0.0001015636498150923 -5.133552927663496e-05 -3.7905566801454937e-05 -0.00011448007028712675 8.1246475394665488e-05 0.00047625141134024552 -5.3362027193102528e-05 0.00054051511109661236 -9.2924102923749879e-05 -0.00011250865247749836 -5.8345063952465507e-05 -0.00012268532582644469 0.0010914796676809164 9.6444053208622147e-05 -0.00013019037528104989 0.00041106447448038558 -3.697772419519577e-05 -1.0037654098529315e-05 0.0001894784263943918 0.00020936347841267404 3.8452057752610803e-05 -0.00025527333641157452 0.000163055217201252 0.00021603947359207702 0.0002163763705084682 9.7103667821089873e-05 1.7427885784573871e-05 -0.00014992646509002835
leaf_count=3396 9354 8643 9434 42028 45923 1345 7332 983 3985 169 6267 3800 1500 40489 80 5039 16924 916 28579 15589 2496 1053 29898 10755 5267 7626 3420 7226 17891 24524
internal_value=0 -0.0578946 -0.0350679 -0.0547948 -0.107851 0.046485 0.0867925 0.213819 0.118822 -0.196579 -0.203927 0.0209165 -0.125223 -0.16437 -0.0319385 -0.0463487 -0.0619102 0.199745 -0.0182493 -0.0854064 0.0137228 -0.0555534 0.00328859 -0.197744 0.289274 0.193419 0.0952356 0.00635266 -0.0293077 -0.25193
internal_count=361931 332372 232437 190291 87290 42146 29559 7595 26163 41367 41198 11132 99935 65006 13762 13682 34929 2416 103001 32513 60973 7320 58477 51244 6250 15031 7405 34551 27325 33878
shrinkage=0.000728446


Tree=1214
num_leaves=31
num_cat=0
split_feature=785 728 125 257 712 703 1148 804 578 1470 1028 715 661 590 537 846 1452 1304 1464 1465 1237 927 272 714 854 1250 1453 43 1469 1459
split_gain=141.199 101.478 72.9437 98.0619 58.4057 56.2039 48.8329 52.6507 47.3692 45.6279 42.6149 42.4644 41.1605 84.1204 52.8352 44.0211 40.2866 44.1921 40.4729 40.0793 38.425 36.1908 39.0904 37.9683 40.4622 36.134 34.8262 34.6454 36.7153 34.2862
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -1.5610358635380586 0.85514867284464147 1.3537602816678871 -0.87905496296652397 -1.2126727935954851 -0.96688480048775205 1.0000000180025095e-35 -0.59275567010655072 0.58895901036483078 0.44238072866629086 -0.54037419750760363 -0.76841635434299438 -0.64587093632554571 1.3432333345275824 -0.57729902629721608 1.4298092310842805 1.0483613175537825 1.6568181847307961 1.0000000180025095e-35 -0.87473648844905705 1.3459255012896725 1.3134811796837444 1.0000000180025095e-35 -0.95652820086619317 -0.45816039207885656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 -1 -4 16 -8 -6 -2 -11 -12 13 -3 -15 25 19 -18 29 -7 21 22 23 24 -10 -14 27 28 -5 -19
right_child=1 12 5 26 8 6 7 -9 20 10 11 -13 15 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014754193141794744 1.5471443687504107e-05 -7.9270156603107304e-05 -0.00015271787182830597 9.0173941739736451e-05 0.0002748772267135759 0.00014342972922385639 4.4635655558907975e-05 0.00028626813815428766 0.00034752474195824608 -0.00029575416235656386 1.0608043694658994e-06 -0.00016755812491674424 -7.9193511473644714e-05 2.6480296674466807e-05 0.00050280079819125818 -0.00014463219515872323 -8.7760896126211159e-05 -6.7477491406656203e-05 0.00013931393437740429 3.3501132004496284e-07 -0.00016131871603297906 0.00027099020394926024 -0.00018981146272020158 0.00014420776511032209 -5.6348007671142946e-05 0.00012058476874024373 0.00011161808713638275 -0.00012540946359763575 -3.7100370085402401e-05 1.9470929180571781e-05
leaf_count=3225 5332 12157 7397 7005 3439 7432 19566 2401 640 10857 6891 26019 23372 1464 1125 58549 26744 19800 4232 14686 1734 2638 1501 11096 5286 3268 4474 10735 31630 27236
internal_value=0 -0.0569685 -0.0338669 -0.0823823 0.0950845 -0.00263933 0.00720439 0.0938421 0.125361 -0.173634 -0.206139 -0.167229 -0.125102 -0.0118197 0.334057 -0.147359 -0.0130093 -0.0359823 -0.00331098 0.0645541 0.0916328 0.11568 0.0844017 0.111654 -0.0145907 -0.0661685 -0.0253866 -0.0430615 -0.0154033 -0.0212803
internal_count=361931 332372 232437 102943 29559 129494 122097 21967 26334 49099 43767 32910 99935 14746 2589 85189 100130 78012 51268 22118 22895 21161 18523 17022 5926 26640 53844 49370 38635 47036
shrinkage=0.000773033


Tree=1215
num_leaves=31
num_cat=0
split_feature=545 959 785 112 332 188 705 681 728 1229 712 1319 941 1008 1470 566 1447 1450 56 62 652 1292 376 1469 735 854 1452 1098 71 585
split_gain=117.379 108.017 101.569 70.7555 68.6431 88.1725 63.5389 50.4439 46.8928 45.385 44.0966 45.0305 43.7448 42.9367 41.8728 40.8647 40.1677 39.6428 39.497 38.9451 38.9283 38.8935 38.2404 37.8786 38.9615 37.4646 37.3635 37.0276 35.6319 35.401
threshold=-1.0372938969678034 -1.2907225086880219 -0.86283290253235112 2.2718117149406565 1.0000000180025095e-35 1.0000000180025095e-35 0.9500464794385356 1.0000000180025095e-35 -0.49008176997875957 0.68842730247739281 -0.63779424894106762 1.0337238485416924 1.9607587081991176 0.49770748366498269 -1.0234459971557994 2.3824772829776841 1.2420411362750934 0.95337257963916655 1.0000000180025095e-35 1.0000000180025095e-35 -0.98896428961744431 1.0000000180025095e-35 1.8828081291110934 -0.63393269545937792 3.1554326354961759 -0.87473648844905705 -0.019475121477309683 -0.65750918523183322 -0.75012332835668138 0.59573659850611882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 14 8 4 5 9 19 13 -3 10 28 17 23 16 -2 20 -1 18 -12 -6 -8 -16 -22 26 -25 -10 -7 -27 -4 -21
right_child=1 2 3 -5 6 12 15 -9 25 -11 11 -13 -14 -15 21 -17 -18 -19 -20 29 22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0001243126210220601 1.2974901051482257e-05 -0.00012963798993599417 -0.00033318934186717087 -0.00019918858676866186 -6.0145868119200801e-05 -3.1962378223191356e-05 0.00024111657300329752 -0.00021808922933183833 0.00031295441404247722 1.8303277085371287e-05 -0.00027738225037000468 3.5247682544405547e-05 0.00017715098469869915 -5.438933391257306e-06 -0.00024636008861450434 0.00031351754173226481 3.6505423066807604e-05 -3.4989839140691638e-06 -7.3363073592319435e-05 -7.7788827117045364e-06 1.8216920526095972e-05 -9.9082716236404751e-05 0.00028950406725065659 -6.3461775718657597e-05 0.00036956250900465926 2.9802007740645605e-05 0.00013282834698839479 0.00017251300182551826 6.2687298004906564e-05 8.5516660382349254e-05
leaf_count=52855 6570 2444 1075 8432 28029 7746 2676 14737 2352 5986 23241 3039 3061 21295 12781 1739 5172 3133 4105 40986 15951 18199 1381 29953 497 11084 6859 8834 4297 13422
internal_value=0 -0.0234134 -0.00781345 -0.0240001 -0.0169741 -0.0644635 0.0168486 -0.122419 0.118451 -0.151722 -0.18872 -0.229539 -0.00761974 -0.100942 -0.147144 0.11148 -0.135085 -0.264112 -0.300308 -0.0100526 0.0856297 -0.187993 0.0507343 -0.0251148 -0.0694894 0.147809 0.0601587 0.11841 -0.0020792 0.0202056
internal_count=361931 267872 230322 205608 197176 92992 104184 94059 24714 44876 38890 33518 48116 79322 37550 21747 58027 30479 27346 82437 20008 30980 17332 45055 30450 22270 14605 19918 5372 54408
shrinkage=0.000788493


Tree=1216
num_leaves=31
num_cat=0
split_feature=1431 1445 1386 1197 800 771 484 224 821 1372 21 955 425 69 769 9 915 1047 873 1383 281 1430 1168 282 974 765 900 470 498 1178
split_gain=50.1281 44.388 41.836 36.2015 34.2753 33.915 36.867 33.6216 31.5706 34.9792 31.7361 34.3875 33.1843 34.0466 32.3662 36.9674 32.2102 32.1405 33.0428 30.8245 30.8059 34.5682 29.755 28.472 31.6943 28.3365 34.1084 28.238 28.3359 28.0955
threshold=1.0000000180025095e-35 1.6380901172106308 0.21996225023997812 -0.64536221018202233 -0.57812715656594349 0.78989268862989193 0.86097350900685499 0.74816122024760789 -1.0305144854359449 1.0000000180025095e-35 -0.13431221002227373 -0.56067130660624642 -0.65459791971284165 0.51799681124679886 1.9396608906568515 -1.459927867913988 0.27595179557642535 2.317691104679422 3.1377232108798858 -0.85205014050686223 0.034767386951483466 1.4660437873930479 2.2727542560442529 1.3312235724275943 2.2111696650374939 -0.71944356296347489 1.8636825236010697 0.66595742291584703 2.1953858096103978 -0.5091863199972555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -4 25 6 8 22 9 -6 12 -12 13 -10 16 -16 -14 18 -13 -7 23 -22 27 -5 -25 -1 29 28 -2 -27
right_child=1 -3 3 20 5 19 -8 -9 10 -11 11 17 14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00057506037338201103 -1.1842678081774279e-05 -0.00060080745147021437 -0.00074431542171378613 -0.00030503667327327476 3.9205035362800505e-05 -0.0012073563371256552 -0.00032200986063377882 -0.00040472728560786908 -0.00041998002390901163 -0.00059226367522576299 0.00028749133180955858 -0.00025474414500767416 0.00054965503483637729 0.00080900202595801521 0.0087493727547418073 0.0014373601572264185 -0.0001217156238387045 0.00083119713733607751 0.0017995597146921167 -0.00023198434330678788 2.711996543871119e-05 0.001819262172455546 -0.00082683624759982395 -0.0017772171781384645 0.0050360262697890503 -0.00041623745669803108 0.001132252800899984 0.00051206359494868916 0.0014367054426132311 0.00016630398047255796
leaf_count=11933 39937 26284 15171 15294 20807 3080 25196 14347 7893 12907 17716 32982 21182 2301 39 1294 7215 2152 478 20601 11072 795 3277 1783 45 8094 1948 10549 1004 24555
internal_value=0 -0.0522369 -0.0345328 -0.0926178 0.0040349 -0.0107241 0.00184496 -4.30947e-05 0.0163644 -0.049086 0.035213 0.00153677 0.0826427 -0.03363 0.117237 0.437746 0.101354 -0.03932 -0.0564071 -0.0881638 -0.0455704 0.0432436 0.0246068 -0.11136 -0.39734 0.0559256 0.0248608 0.0364396 0.00708219 0.00758625
internal_count=361931 139558 113274 44160 222373 175843 152162 69114 126966 33714 93252 53328 39924 10194 29730 1333 28397 35612 33460 23681 28989 11867 54767 17122 1828 46530 34597 51490 40941 32649
shrinkage=0.0038864


Tree=1217
num_leaves=31
num_cat=0
split_feature=785 332 395 471 727 203 1065 12 1449 728 1243 1235 1430 955 865 909 728 683 1181 819 497 705 332 996 635 485 706 852 1329 735
split_gain=176.198 107.756 155.967 97.3172 66.6938 64.5576 47.8421 50.9803 47.004 47.5554 46.8716 51.2527 46.0295 40.8739 48.9118 39.4322 38.1758 37.5729 37.4256 37.3904 36.3641 36.695 35.0782 40.3787 38.7867 35.0648 34.3789 36.331 33.4618 33.2468
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0000000180025095e-35 1.0605395091208547 1.0518754624258557 -0.59727736220901595 0.74561756370782817 -0.49008176997875957 0.14000445396469943 -1.24934742919911 4.2254883379486126 -0.56067130660624642 1.0000000180025095e-35 -0.67290761646258057 -1.3163276726681863 -1.3831318875547542 -0.82558963626255444 1.0000000180025095e-35 2.1570521254726853 -0.59178957607451521 0.65944866827063242 1.0565563832172893 1.2877894810585102 0.65254703299142569 0.62672487627420737 -0.22706799479215015 -0.49231473385671448 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 10 26 8 7 -5 9 18 11 -3 -11 14 -4 -6 25 -13 -2 28 -19 -22 -9 -24 -25 -15 -1 -28 -12 -23
right_child=1 3 13 6 15 -7 -8 22 -10 12 19 17 -14 16 -16 -17 -18 20 -20 -21 21 29 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00012113639815494491 -0.00033875750489099102 -0.00012207450560899712 -8.7584721510923415e-05 -6.4923173775581125e-05 -4.706529181571095e-05 -0.00031753441245134116 -0.00010395363704277052 3.5042462040140673e-05 -1.0025113945712881e-05 -0.00021977303348793095 -1.7505722139793133e-05 -0.00011855273640284772 0.00092694216064175623 -3.5302739040252249e-05 7.0234121187817884e-05 0.00018949310254656255 -0.00010202155130003014 -1.0834119613492894e-05 3.1209987888837837e-05 -0.00026569168610466351 -0.00013915685296325475 2.6418862899790992e-05 0.00018066251804928319 4.6854026268581781e-05 -0.00055350306621307387 0.00025352532887317034 -9.4917661888222832e-05 0.00015518942118818044 -0.00013654869363591342 0.00036748626194883262
leaf_count=5567 1505 21458 11351 9440 2491 20329 6333 20069 7886 37889 13044 11096 94 5349 14799 14517 49298 48476 5546 6495 970 1329 11253 1151 396 1716 2683 4301 23141 1959
internal_value=0 -0.0736017 -0.122247 -0.0394845 0.0958268 -0.220474 0.0354741 0.0606193 -0.180189 -0.214941 -0.0735044 -0.0452006 -0.256368 -0.062923 0.00604911 0.183295 -0.0984362 -0.017109 -0.042686 -0.136593 0.00418037 0.179647 0.096457 0.175093 -0.120344 0.0491083 -0.0166541 0.0738366 -0.111172 0.278219
internal_count=361931 332372 155762 176610 29559 73249 48642 42309 52920 45034 127968 85288 37983 82513 26150 17008 56363 63830 7051 42680 52734 4258 32869 12800 1547 7065 12551 6984 36185 3288
shrinkage=0.000836755


Tree=1218
num_leaves=31
num_cat=0
split_feature=728 487 659 693 519 1023 713 781 715 705 802 426 858 771 1469 275 322 500 113 1457 588 208 471 21 497 1229 882 1430 1052 959
split_gain=49.7354 46.5534 42.3204 41.969 42.6832 50.828 49.5021 39.4336 44.7439 37.1962 37.1294 36.3047 36.0877 35.7705 35.7286 39.6486 34.0021 31.5961 32.4485 31.3777 31.1771 30.7227 29.422 57.1178 31.8925 35.3 34.3752 31.6989 29.2658 29.0717
threshold=1.0000000180025095e-35 1.2575391871604671 0.62821384419828064 -0.31170898610154357 2.1420547332082829 2.2900273674543703 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1384931084456864 1.0000000180025095e-35 -0.65501734376303045 1.0825608069246189 2.374291998160623 -1.3263328046252252 0.4022431516292117 1.4725277493311824 -0.99604620683505929 1.0000000180025095e-35 -0.49579046051839853 0.71188872395471614 1.9192360597126046 -0.93081268283970298 -0.70163543588998201 1.7001250133015622 1.6872754988648333 0.44470034393954044 1.0000000180025095e-35 -0.08680602437171786 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 7 6 28 9 -9 -5 -3 -1 20 14 15 -2 21 -13 -19 -15 -8 22 23 -16 25 26 -24 -28 -6 -27
right_child=13 10 -4 4 5 -7 12 8 -10 -11 -12 17 -14 19 16 -17 -18 18 -20 -21 -22 -23 24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.00033761778036909987 0.0036453018527837439 -0.00019608836159331936 -0.00021648105788854756 0.00015882392651921296 -0.0017361094291333489 -0.0016830074131027766 0.00092341233170592366 0.00062276386858742575 -0.00019014434483265562 0.00066876587834607999 -0.0010478023771185552 0.00053691656103839155 -0.00042216756518500105 -0.00043112318815823509 0.00015299559601430685 -0.0015350344361333374 -0.00088325176856372811 -0.00027563922350297513 0.00019629211896151602 0.00094829967381707245 0.0021657348254559556 -0.0010125105816903819 -0.00035466600070166356 -0.00074924585492062675 0.00061077287620690064 0.0017371736809013386 -0.00028301945921853101 0.0004861874819413885 0.00065003129918070053 8.0075656385582316e-05
leaf_count=26923 264 20504 37070 59445 648 475 5369 4753 33577 10120 6065 7105 883 1438 9116 124 9365 19361 18595 2565 1426 4785 41331 18652 3587 1290 7797 7042 522 1734
internal_value=0 -3.12761e-05 0.00938246 0.0225979 0.0471291 0.178337 0.213651 0.0341641 -0.0227129 0.0645258 -0.0963902 -0.021055 0.272517 -0.061221 -0.0718943 0.550058 -0.0752825 0.0151405 -0.0105766 0.125777 0.322558 -0.0631277 -0.0539621 -0.124126 -0.0261256 -0.0414549 -0.0565316 0.0343057 -0.179664 0.192885
internal_count=361931 252841 226272 189202 117218 9323 8848 107895 38330 69565 26569 71984 7678 109090 105087 388 104699 45061 37956 4003 6795 95334 90549 27768 62781 59194 56170 14839 1170 3024
shrinkage=0.00366224


Tree=1219
num_leaves=31
num_cat=0
split_feature=1371 50 332 395 1229 1466 747 71 672 1449 1185 1323 892 291 789 1154 1463 693 498 66 1431 499 1244 775 846 671 664 596 793 238
split_gain=48.5172 45.8819 67.6246 46.9748 45.9479 42.7164 38.6416 42.7727 46.118 38.6058 35.4531 34.4619 36.8201 33.5443 33.4723 32.6068 39.9823 35.6691 34.0485 32.0554 31.9478 31.79 43.6483 31.2488 31.2542 31.1419 30.6089 30.5573 30.0935 29.1163
threshold=1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 0.68842730247739281 2.7761894192587961 1.0000000180025095e-35 -1.0683321959445575 -0.65546635319905777 0.74561756370782817 -1.104114706617066 3.0082871096711936 0.59794297480505565 -0.805958401019642 1.1248358748350926 1.0000000180025095e-35 1.4334175752012324 -0.6391716343615429 1.82911433652524 -1.3866181155205168 1.0000000180025095e-35 0.094987792032097854 -0.26630270132711542 1.0995165769558626 -0.74020277302264847 0.66766422009387627 1.0000000180025095e-35 1.9758895415007218 -0.54762983980573909 -0.99170052509132733
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 27 23 -8 25 21 -10 15 -13 -6 -3 18 17 -17 -2 -12 29 28 -23 24 -4 -9 -19 -5 -1 -15
right_child=11 14 6 5 13 -7 7 8 10 -11 19 12 -14 20 -16 16 -18 26 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014081328843509712 -0.00088636660841627827 0.00025795815560494036 0.00045445756600269975 -0.00018604919443120354 -0.0014061837102655054 0.0019564755515517132 -0.00059906487767766032 3.5864576387248423e-05 -0.00086794107119254481 3.5146814502466272e-05 -0.00036124167938823891 -0.00041827724143669805 0.0054603341753320638 0.0025634750134270194 -0.00037053002082988371 -0.001032578774214812 0.0012037434248204138 0.00013457733014239667 0.0012331717982493105 0.0005922470029202946 -0.00055492923918923419 -0.0018166545777471633 -0.00072740872802037318 -0.00091851692622333921 -0.00020943361345194413 -0.0011093388950314436 -0.0011223173010545193 0.0010448952540115513 -0.00030485176663635214 0.00050229455098749405
leaf_count=6249 22025 64735 9199 41064 1863 894 6946 20136 2264 8429 4082 276 190 804 9275 6636 1954 12997 969 35176 2984 10126 13787 5517 41733 2314 3270 1934 19788 4315
internal_value=0 -0.00560382 -0.0221024 -0.0694312 -0.117156 -0.0149343 0.00967784 0.0407271 0.0561507 -0.149972 0.0983485 -0.0889972 0.531608 0.0282544 0.0397524 -0.0960512 -0.0404297 -0.06973 -0.171366 0.111391 0.0843857 -0.181135 -0.252058 -0.0365904 -0.0190707 -0.0178251 -0.0141193 -0.0263284 -0.112804 0.1863
internal_count=361931 313614 239604 112237 68345 43892 127367 70918 63972 58379 41522 48317 466 9966 74010 47851 24857 22903 22994 39258 8103 49950 23913 56449 50932 22450 16267 42998 26037 5119
shrinkage=0.00455354


Tree=1220
num_leaves=31
num_cat=0
split_feature=785 1431 728 771 784 578 1465 1452 921 727 730 783 934 603 14 660 514 692 11 639 345 859 78 625 677 878 784 762 475 1214
split_gain=48.0358 46.389 44.4914 45.8385 42.8726 37.5524 35.262 49.5301 33.4293 54.3264 33.6003 39.2049 36.1624 33.6126 32.1706 31.9972 31.0399 30.6651 32.5705 30.3918 31.0264 30.1075 29.9863 29.8271 34.973 40.6711 32.6361 38.0299 32.7594 29.7377
threshold=-0.86283290253235112 1.0099929608726099 1.0000000180025095e-35 1.4820751525130569 0.9594655836162902 -0.87905496296652397 -0.41120921193798426 0.4926003403048807 1.0525743831388839 -1.5722412400100421 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 -0.070278971057794862 0.26872683687560334 1.2394703555346365 -0.27396132171771898 -0.21129265873068834 0.10440673291476525 0.36870500177144366 -0.98545034728205338 0.049548114110691183 -0.6373297681413217 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2417284683960583 2.6500489782041443 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 23 -1 7 -7 10 -10 11 16 13 15 -13 -12 -6 -8 -19 20 -14 -11 -16 -2 25 -25 27 -26 -28 -3
right_child=1 29 -4 -5 8 6 17 -9 9 21 12 14 19 -15 22 -17 -18 18 -20 -21 -22 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=0.0010865174702598484 0.00015033754087944091 -0.0001666379983115395 -0.00025108603669568976 -0.00086097283054250087 0.00033093503448266225 4.4731432187974078e-05 -7.9144672211548659e-05 -0.0015136480286977417 -0.00091169405194018382 0.0026056703904850536 0.001012459509776975 -0.00065623997916484217 -0.000133989236336102 3.1390547132611344e-06 0.0005993008838199521 0.0028521164260414105 0.0021352240002302961 7.384545810965402e-05 0.0010887201441084115 -0.0014253455306617623 0.0020937415875787019 0.00090511141824582177 -0.00053639283251243628 -0.00066148394184938747 -0.00051798185898171588 -9.2570398185826111e-05 -0.00027205766294244364 0.00030285016620415717 0.0016544751694584283 -0.00066231439627841482
leaf_count=3725 48014 27914 83670 4703 5639 8151 5987 1893 1098 902 1814 7599 1681 1364 4176 976 820 3781 6022 930 584 4580 2877 24292 5678 26166 23999 28754 641 23501
internal_value=0 -0.0228725 -0.0123863 0.00403275 0.00918876 0.0672294 0.0387074 -0.0600094 0.0757999 0.207828 0.0432695 -0.000649008 0.165782 0.292755 -0.0618964 0.413937 0.138599 0.101109 0.173558 -0.0070469 0.119004 0.289314 0.0384656 -0.00689197 -0.0278828 -0.0772127 0.00457944 0.0465971 -0.0543894 -0.0935427
internal_count=361931 332372 280957 197287 192584 29559 25834 10044 35040 6580 28460 21111 7349 4154 14652 2790 6459 15790 9803 3195 2265 5482 7053 157544 109530 50458 59072 34432 24640 51415
shrinkage=0.00404341


Tree=1221
num_leaves=31
num_cat=0
split_feature=785 728 1080 1022 1361 728 150 578 647 590 1467 872 959 714 694 927 1046 509 1469 791 683 570 471 1450 1452 15 11 1145 1444 1436
split_gain=132.782 88.0741 68.9508 69.9983 88.4755 65.3729 53.7703 46.48 41.8421 121.47 40.6455 41.6188 40.6199 42.3347 41.0116 38.674 40.9409 37.8843 37.8262 37.3945 42.994 37.3271 36.66 35.415 35.2311 35.0598 47.7103 35.3882 34.9364 34.6875
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.45926076786608272 -0.87905496296652397 -0.87782724458594241 0.58895901036483078 2.6212945108504591 0.85297537480346686 -1.2907225086880219 1.0000000180025095e-35 2.0226117431065784 1.0483613175537825 -1.4186728844878853 -0.37731140836110016 -0.61819632934197222 1.0000000180025095e-35 -1.07329023030195 -0.48460852809644533 2.9395468797111257 0.88343564287383192 -0.63504016340352343 1.5345964658009021 -0.87191264689159853 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 12 -1 -5 -7 9 -3 11 -6 -2 14 18 16 -9 -18 -14 -8 -21 25 -4 29 -25 27 -27 28 -10 -15
right_child=1 8 22 6 10 7 19 15 21 -11 -12 -13 13 23 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00015816605336825624 -0.00031330398644875739 -0.00010852597910851092 0.00013079857287433543 -5.3427232208989621e-05 -6.3532930523109616e-05 0.00027857119094575105 -4.6474088872080181e-06 -0.00031706112305146858 1.1849874977137019e-05 0.00045644480193288134 0.00020555049487337747 5.1462457016952429e-05 0.000206702291240709 -0.00022753403900243534 -0.0002706953695789762 0.00025535332185115092 0.00013657975044305878 -8.8583845401377106e-06 -7.4079620852923034e-05 -5.2148343423323744e-05 0.0001209297603722637 -0.00013663614771850636 -0.0007332783110755931 0.00027471733850317374 -0.00011558484869382336 0.0018035445104295454 0.00012087275380512931 -0.00016454119276024153 -0.00019565100400483569 -6.948228250930551e-05
leaf_count=3396 8602 4821 7801 49367 44077 3407 50887 837 15436 1384 1823 10844 2653 20551 1916 2821 9289 9809 3676 6049 14368 60360 135 1151 2338 48 2192 11558 4136 6199
internal_value=0 -0.0574977 -0.0359825 -0.0437608 -0.0900968 0.0901253 -0.0110109 0.123535 -0.121135 0.0597639 -0.0377676 -0.0491122 -0.17861 -0.152444 -0.00456999 0.0900244 0.0586299 0.0777611 0.0770663 0.0240493 0.0988078 -0.135366 0.148413 -0.197608 0.0212652 -0.0700395 0.208058 -0.09282 -0.0331061 -0.230931
internal_count=361931 332372 232437 224501 103830 29559 120671 26163 99935 6205 56744 54921 47086 38484 8245 22756 19935 19098 6329 71304 20417 93730 7936 30239 3489 33370 2240 31130 19572 26750
shrinkage=0.000788493


Tree=1222
num_leaves=31
num_cat=0
split_feature=785 1309 62 545 21 712 50 125 959 710 263 578 941 1459 417 830 119 1237 43 495 321 553 296 927 272 1462 714 854 545 1394
split_gain=132.711 96.948 89.3448 65.8433 60.9697 58.1108 54.8714 58.1807 53.9383 61.4755 55.849 45.8982 42.2083 41.6056 41.027 40.4797 39.9044 38.939 38.1093 41.3726 37.7408 37.5142 37.1438 37.1332 39.3398 36.2908 32.8973 40.2094 34.2923 32.8239
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -1.0372938969678034 -2.7818205974049124 -0.63779424894106762 0.55630078546380823 1.0000000180025095e-35 -1.2907225086880219 2.4790415170315945 0.66115833724634121 -0.87905496296652397 3.0707296396180284 0.40413748344094969 0.81373385377878382 0.78234099439613802 1.0000000180025095e-35 1.4298092310842805 2.2744972866152193 0.6108686698368363 1.0000000180025095e-35 0.057212847367097246 0.077006057317874549 1.0483613175537825 1.6568181847307961 1.4813153935732892 1.0000000180025095e-35 -0.87473648844905705 1.1137036782212404 0.61436219216025278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1 7 16 22 10 12 -7 18 -8 -11 21 -6 23 19 -10 -12 25 -5 24 26 -3 27 -13 -29 -21
right_child=1 15 3 8 6 11 13 -9 9 14 20 17 -14 -15 -16 -17 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00014855032849847379 0.00046395146231702721 -1.1913194087358591e-05 -0.00012751000769391262 -6.0313516783505925e-05 -0.0003005548024252414 0.00026224196977090873 -8.4309975964222736e-05 -0.00010093030738666728 -5.9418681049208385e-06 0.00012477722985663233 0.00012464400025199694 0.00034171619184322587 0.00029232595939033613 7.0899394003808705e-05 0.00059889513898411079 5.8101674171172188e-05 -0.0001489941425834373 -0.00016408748623657524 -0.00024111899094353525 -0.00012793271454950738 -1.5003194956647634e-05 -7.8573313388662116e-05 -0.00027968388166454196 0.00026379133588654398 -0.00019130101650298401 0.00012975086545730669 0.00013312010739687278 -1.6689208521196819e-05 -0.00046282194971324683 2.6029388228770554e-05
leaf_count=3225 450 49976 25230 6908 18361 3439 20575 45456 43752 2204 9209 640 880 5991 510 20441 15126 1734 3647 18702 8537 22445 4663 2638 1501 4681 11096 4826 460 4628
internal_value=0 -0.0587301 -0.0862793 -0.0480427 -0.140814 0.088742 -0.145399 -0.18255 -0.026295 -0.0105769 -0.0208398 0.11902 -0.0512169 -0.0612545 0.297711 -0.0041478 -0.279321 0.0858317 -0.0579502 -0.0475842 0.0769323 -0.0273103 -0.187189 0.110062 0.0783568 0.00191587 0.105745 -0.0116038 -0.0696765 -0.124196
internal_count=361931 332372 234829 128870 105959 29559 105509 78943 103640 92069 89355 26334 71609 26566 2714 97543 33487 22895 70729 67082 17746 77102 11571 21161 18523 54657 17022 5926 5286 23330
shrinkage=0.000757875


Tree=1223
num_leaves=31
num_cat=0
split_feature=785 728 203 852 712 1307 405 1469 578 784 647 590 846 1467 1022 1154 272 551 146 138 132 554 1183 194 119 1431 561 566 322 73
split_gain=114.981 88.4789 67.6727 59.3214 54.3573 52.8256 49.8922 44.6186 42.3653 41.7422 40.5321 115.194 39.4786 39.1848 41.361 42.713 38.45 37.1548 36.7274 42.9122 36.2496 34.6828 33.7022 33.4593 35.5949 32.6153 32.6125 32.3801 31.9074 31.7556
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3520813746060025 1.0747610123934368 -0.63779424894106762 1.3390041783085433 1.0000000180025095e-35 -1.0588145806293296 -0.87905496296652397 0.9594655836162902 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 3.2089320700182484 1.0000000180025095e-35 1.0000000180025095e-35 1.6568181847307961 1.0000000180025095e-35 2.2368666814773395 -1.0321883268519072 -0.64123316691334564 -0.2971898102298608 -1.5795736472662103 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 0.072996575177237191 -0.40290768726585729 1.0000000180025095e-35 1.2337430573294543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 9 7 -2 -6 17 11 -3 -12 14 15 28 20 -5 -14 -20 23 -19 -16 24 27 -8 -4 -10 -9 -17
right_child=1 10 26 5 8 -7 25 13 16 -11 12 -13 18 -15 22 29 -18 21 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014029098024311631 4.298227391303701e-05 -9.7592856641282009e-05 -5.3777983847181245e-05 -4.8847447924139554e-05 0.00023393753602623927 -0.00012110572277065574 -8.1688545312757848e-05 -8.393413980444737e-05 -0.00038018359041362747 0.0001878705149858915 -4.5593223135105603e-05 0.00039996568739164757 -0.00013109256774104203 0.00019831984209174071 -0.00037005313848471308 -1.5125373742423127e-05 -0.00014753509452428761 -2.454192451518398e-05 0.00068052236005313501 -4.821156133458458e-06 0.00013451537955435375 0.00016447310247608146 -5.3222027673237115e-06 9.3795975640712282e-05 5.7178378703582328e-05 -0.00029175711358037039 -0.00015229439618666594 -5.2928645913532626e-05 -0.00022284577630759308 -0.00019371988895107079
leaf_count=3225 21922 4821 26706 6141 3439 3972 15272 18103 1154 5417 29774 1384 62243 1533 652 26702 1986 3296 277 1436 10378 5731 64464 5489 2371 3019 17807 1517 8892 2808
internal_value=0 -0.0584237 -0.0368593 -0.0207562 0.0790682 0.0735304 -0.0362438 -0.0239621 0.108442 0.111443 -0.122138 0.0557791 -0.136128 -0.0407618 -0.0454386 -0.0929105 0.076589 0.0559174 -0.172304 0.151948 0.102212 0.138272 -0.0118365 0.0156181 -0.103692 -0.152669 -0.124205 -0.266033 -0.171572 -0.0423832
internal_count=361931 332372 232437 187924 29559 24557 163367 145076 26334 20585 99935 6205 93730 123154 121621 56505 22895 15168 63956 1713 20909 9027 65116 10531 5042 18291 44513 2671 26995 29510
shrinkage=0.000714163


Tree=1224
num_leaves=31
num_cat=0
split_feature=62 1458 112 959 614 705 1233 417 1303 710 629 899 1470 156 809 900 990 1051 227 993 194 659 747 1027 636 296 714 588 351 503
split_gain=48.5261 61.4899 48.6466 48.6398 53.759 47.784 44.2125 42.2236 39.6721 39.0122 63.8638 57.971 45.0639 38.8851 38.8387 38.8483 44.8016 42.9333 38.3897 36.7365 36.438 35.0076 39.5834 39.8553 34.2246 33.4605 33.0324 32.8169 32.2923 32.8415
threshold=-1.2811150420666217 1.8460070869938618 2.2718117149406565 -1.2907225086880219 -1.3710115269326899 1.3183739815888758 1.0000000180025095e-35 -0.013500127260803059 1.7160994611581364 1.9675088772657583 0.75161834445288445 0.62558314150070682 0.84122639276026845 -0.76390848464540617 3.6226755291136299 0.34139778071399368 1.09266583130301 3.5926503781727646 1.1614306413963524 -0.89727091510114898 0.58307762070518543 0.62821384419828064 -0.93005070605929763 1.3133204588538343 2.4129057422810987 -0.79037345196766895 -2.4067132106174536 0.71188872395471614 1.1793085012979583 -1.2159959610051965
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 8 26 7 13 21 25 14 11 12 27 -1 15 17 -17 20 28 -7 -9 22 23 -6 -23 -2 -5 -11 29 -15
right_child=2 -3 -4 4 5 19 -8 9 -10 10 -12 -13 -14 18 -16 16 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00019614288038901127 0.0003114592940116812 0.00066983378032623201 -0.00064331241642093034 0.0035893435144040069 -0.0007716751056549107 0.0014838362763708699 -0.00095377765081786157 -0.00013635625558777888 -0.0012964179264106975 0.0014832110984724905 -0.0011330687228315866 -0.00043171160043390045 0.0031328173211162334 0.001281365102618666 -0.0014232319208308628 0.00020496029787425056 0.00091527704926953565 0.0037814181144610517 -0.00099568852681742909 0.00035164754660816901 0.00033939101093042543 -0.000504541797248613 6.5754969938373794e-05 0.00058738081773653363 0.00089383572385408826 -0.00035269451184542848 -0.00047131322299011639 -0.00090951373022498901 -0.00092722836809716917 -0.00022160124628667051
leaf_count=12197 7949 4374 11191 146 8570 1973 10956 41301 3462 2236 893 1091 814 1195 974 28655 6518 171 7705 14370 12472 17261 68398 1838 1220 31237 19134 415 5540 37675
internal_value=0 -0.0701471 -0.00251264 0.00259718 0.0137671 0.0224414 -0.088989 0.0127124 -0.077362 0.0438696 0.212558 0.308711 0.434615 -0.0671365 0.0329309 0.0376566 0.0912202 0.000710217 -0.0973672 0.132101 -0.00294311 -0.0202293 -0.000355536 -0.135451 -0.108319 -0.0553251 -0.115931 0.301344 -0.0709274 -0.0463881
internal_count=361931 79642 282289 271098 228450 209170 75268 192827 42648 95540 5449 4556 3465 64312 90091 89117 35173 53944 52115 16343 53773 97287 78806 10408 18481 39186 19280 2651 44410 38870
shrinkage=0.00373549


Tree=1225
num_leaves=31
num_cat=0
split_feature=1022 1016 1442 821 1450 792 617 947 699 1066 125 1312 1464 363 838 727 1168 990 1236 514 579 115 654 547 1459 1458 1383 816 844 650
split_gain=48.006 93.5894 59.7901 52.5416 43.5193 42.7136 45.7246 44.5609 42.6828 40.7323 37.8988 34.5033 34.4787 34.3715 33.9238 36.6636 35.2066 33.3519 32.6552 32.5848 32.1832 35.3357 31.4293 30.7564 30.6484 30.5849 30.5791 30.1373 29.8433 28.8488
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2625182715263061 -1.3373200915743719 0.13839823161113457 1.0000000180025095e-35 1.6614250791469047 0.66063686667618471 1.4570633549006791 -0.54928301346280928 1.0000000180025095e-35 0.52497888319438479 -0.065515111140320159 0.86082080199664757 -0.78378992664579661 -1.1275738623161491 -0.28919238636343836 1.09266583130301 0.46494720282425184 -0.54536942215353645 1.0000000180025095e-35 1.3947035982071894 1.0000000180025095e-35 1.0000000180025095e-35 0.53912233727729608 2.705011497421657 0.82233648357347622 5.4525537492333047 2.6439594886969338 2.1314615550283826
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 -4 9 6 8 14 12 10 -5 20 13 24 16 19 -7 -12 23 29 21 -3 -9 25 -2 -6 -1 -11 -20 -16
right_child=5 11 3 4 18 7 -8 22 -10 27 17 -13 -14 -15 15 -17 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014704521232214583 0.00012215725839698956 2.5133462041864433e-05 -0.001409124757566319 -0.00054489730606295983 8.4814898677417101e-05 0.00055117291668519178 -0.00036899809929763234 -3.3247855677270602e-06 -0.00051188567568698424 -0.00071517322180553883 9.1701245591619925e-05 -0.00032998556386967706 0.0005335197628390674 -0.00050643048519811659 0.00075278043666037549 -0.00017334145651223259 -0.00018118202203968659 0.0016587383604453729 0.0012508103688950104 2.3798506093916424e-05 0.00033509362369581967 -0.00082084186761105754 -0.00062268789339296445 -0.00092908820854723483 0.00078006023079908054 0.0023664616161552421 -0.00015363454554462679 0.0032549250171684859 0.010264344074352149 0.0035541862796424528
leaf_count=13034 27078 42467 7322 8933 11913 12776 12242 8888 5106 25375 5600 20077 26048 5329 3464 54520 7141 1041 1290 7778 23113 4811 14535 3189 5542 365 2582 114 31 227
internal_value=0 -0.0450231 -0.114803 -0.0879305 -0.0696818 0.00823945 0.0469035 -0.0197008 0.066081 -0.115061 -0.0203511 0.000314091 0.0806331 0.0380829 0.00376985 -0.0207639 0.0811069 0.0945211 0.0302932 0.0884596 0.0224506 -0.0119302 -0.102418 -0.000774956 0.0633706 0.045217 -0.305773 -0.180245 0.381267 0.246624
internal_count=361931 171257 80789 65173 57851 190674 81345 109329 69103 41063 15574 90468 63997 37949 85906 65989 19917 6641 16788 11469 70391 47278 23423 15467 32620 12278 15616 25489 1321 3691
shrinkage=0.0038102


Tree=1226
num_leaves=31
num_cat=0
split_feature=129 785 652 728 1357 954 728 854 1323 621 21 565 536 775 590 647 647 510 779 1286 787 591 654 841 1161 1122 1117 678 457 839
split_gain=47.2139 44.7939 44.4718 40.5568 39.4665 32.7699 32.5732 31.9598 31.5707 35.0657 30.9854 32.3122 36.5573 32.1847 30.0489 109.411 67.3213 36.1532 33.4649 33.18 29.9379 31.5835 30.1386 29.6499 28.4034 30.6076 29.9386 29.8338 27.93 27.9087
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.55024281929118113 -0.49008176997875957 1.3962008022525787 2.2664990475867119 1.0000000180025095e-35 -0.87473648844905705 -0.99664486365779348 0.43967044318720522 0.81122649975724037 -0.081357291070974669 1.370997289229714 2.7520867491323169 0.58895901036483078 -0.87782724458594241 -0.87782724458594241 1.0000000180025095e-35 3.7087191017846313 0.78161905918100072 1.4337814159034321 -0.73065235057769284 0.61490281608246311 1.4606096942095685 1.0000000180025095e-35 0.79579885031402708 -1.6149909386355696 2.2630177386489128 1.0000000180025095e-35 -1.0645887452722269
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 -1 6 -6 8 -5 9 -4 11 12 -2 -14 16 -16 -3 -18 19 29 21 22 -10 -8 25 -9 -26 -28 -12 -19
right_child=10 2 4 7 5 -7 23 24 20 -11 28 -13 13 -15 15 -17 17 18 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00061589900302215354 -0.00081535901125035783 -0.00045050460688522622 -0.0006709455601460097 0.001242382256593645 -0.00058522533409237311 0.0021232055668918698 -0.00021998559582421455 0.00011284465161103566 0.00039776394317843052 0.00027402177114749259 0.0003536994781132009 -0.00017025352090535909 0.00026065432704531626 0.0067738171754466664 0.0014359854756699126 -1.446141220500212e-06 4.3315193263397855e-06 -0.00075270509254952642 0.0032035944500110516 0.0009678708267547079 -0.00056455228704318551 -3.2723563424904684e-05 -0.00029488839955599787 -0.0010358628939350005 -0.0022484902597944291 -0.0012998541516430105 0.0006296795470586439 -0.0011837071509929967 -0.0012260078948404744 0.000319812654777319
leaf_count=2859 19625 15106 10442 2284 18134 273 49160 6506 21244 3984 5929 19431 1995 48 3978 11488 40896 2032 253 4250 5620 78385 4372 4175 229 991 12766 575 1059 13842
internal_value=0 -0.00455598 -0.0132921 0.0790539 -0.033571 -0.147257 -0.0241086 0.10695 -0.00625307 -0.112859 -0.087429 -0.117156 -0.190215 0.129849 0.0262043 0.111454 0.00749185 0.0402705 0.114958 0.10484 0.00538949 0.0134171 0.0775617 -0.0779717 0.081343 -0.0195623 0.141039 0.154209 0.0471965 0.0568917
internal_count=361931 313844 287634 26210 195789 18407 177382 23351 124047 14426 48087 41099 21668 2043 91845 15466 76379 61273 20377 20124 109621 104001 25616 53335 21067 7497 13570 13341 6988 15874
shrinkage=0.00359044


Tree=1227
num_leaves=31
num_cat=0
split_feature=50 56 1470 1429 800 1435 651 984 1466 567 703 43 825 58 540 115 21 1458 1147 333 1091 633 996 768 843 223 901 1470 1237 197
split_gain=46.9785 85.4961 37.6265 35.5902 41.9781 36.7448 33.7443 33.225 36.8269 33.7206 32.1529 32.6078 32.3967 31.6294 38.183 30.5353 31.2014 30.277 41.0229 30.2148 33.8629 29.1603 28.9445 32.3266 30.3368 29.9182 28.2455 38.6653 28.029 27.5703
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 1.13172262110474 -0.57812715656594349 0.89654117410713363 1.1107569744011787 -0.75479219015037058 0.59254817745699628 2.0791192644676673 -1.6015642574650035 1.0000000180025095e-35 -1.3782055633747541 1.0000000180025095e-35 2.2707766433665819 1.3947035982071894 -3.2545899522946695 1.9740088896168135 1.0000000180025095e-35 0.37873822909936922 1.6904607120771862 2.3072570656327378 1.0565563832172893 1.2026019002871917 1.858813923632791 3.0701443829635378 -0.65485705959699991 -1.3664195657027294 1.4298092310842805 1.7525974049969186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 26 7 15 8 -6 17 -3 12 -12 14 -1 16 -4 18 -9 -20 28 -11 23 24 25 -8 -2 -28 -21 -18
right_child=3 10 6 -5 5 -7 22 9 -10 21 11 -13 -14 -15 -16 -17 29 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0019537111936801391 0.00064969355324480155 -0.00082131283407507641 0.0029956664192223722 -0.00024711595120103261 0.00018391719252388515 -0.00028555132658447874 -0.00021818830573833557 2.6844581372899308e-05 0.0010368638523487789 0.00054950038836014859 -0.00041373380110687089 -0.0003209760013850558 0.00013998799701549141 -0.00038287818384390469 -0.0049025233148017495 -0.0012723419271292924 -0.00043506987630434734 0.00061619641114036856 -0.00060005723058069622 0.00054402630306838405 -0.0028872211094600163 0.0030406543654229738 -0.001526223134582175 0.0017593918870106263 0.0023615225822005981 0.006677002668955179 -0.004336784593240643 0.0001875361751292017 -0.0021303432855884637 -0.0013048245906066504
leaf_count=832 9570 3889 117 27079 14141 22040 4328 72447 3529 2484 8898 17678 59992 895 44 7282 54085 3706 14961 3366 198 238 664 890 252 42 103 23158 362 4661
internal_value=0 -0.044475 -0.11765 0.00857635 0.0196704 0.00242787 -0.12989 0.0178635 0.105899 0.00217048 -0.00316947 0.00455717 0.0240264 0.183546 0.455028 -0.151318 -0.134525 -0.00517864 -0.0136781 -0.115697 0.0534884 0.226972 0.0306744 0.0846641 0.00939309 -0.0429781 0.0878745 0.0473213 0.102092 -0.138476
internal_count=361931 164549 74092 197382 170303 137472 72321 115432 17670 97762 90457 86568 68890 1771 876 66145 58863 95040 91334 18887 3926 2722 6176 5512 4622 4370 32831 23261 3728 58746
shrinkage=0.00352004


Tree=1228
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 12 620 1117 848 858 1434 1360 491 616 1428 885 1169 609 1438 1258 759 838 1124 1463 1371 1455 1459 1465 665 496 497 816
split_gain=46.4312 93.8054 71.408 38.0119 38.4874 37.0771 36.4852 35.4882 34.9123 35.4531 34.4492 34.1812 33.7764 32.5045 30.9165 32.6895 30.7438 31.6547 30.6312 30.0059 28.6601 28.0378 35.1303 31.2012 33.2132 31.468 27.7176 28.1881 27.6745 29.3866
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -0.21530916382722204 -0.36275158613436381 0.98294199486017908 -0.62040207273985282 1.0825608069246189 1.0000000180025095e-35 1.1324559382631265 -1.3297986775009158 1.43551010981503 1.0000000180025095e-35 4.8263866747680533 0.48044600209562588 2.9086430321303127 1.0000000180025095e-35 -1.6534205443251355 2.2653759858939648 -1.8052280241124745 -1.4051727280460025 0.94170239728407068 1.0000000180025095e-35 0.38289682445933171 2.785683100472315 0.64834865125365748 3.0858555402564884 -1.1653439103576868 0.1704125073373674 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 5 18 12 -6 8 9 21 -3 14 -2 -10 15 28 17 -1 -5 -13 -9 23 -23 -4 -25 -26 27 -8 -12 -30
right_child=3 10 7 4 6 -7 26 20 13 -11 11 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.005715284526262447 0.00010266975031357064 -0.00073601822128340638 -0.0010401668936723563 0.00034460398371727107 0.0003632360504526468 -0.00044857545021634678 -0.0010083974997062589 0.0069694238730425183 -0.00036264959203328865 -0.0017091244260066499 5.3445854254701632e-05 0.0053693476360242342 -0.00028858935501435652 0.0087181020281402368 -0.00019979863245998312 -0.001145962564839979 -0.0001644260887808698 0.0013050033830996717 0.0019676918831000346 -0.000718079989778862 5.1772021853110404e-05 0.00043398451371775366 -0.0026174998488229647 -0.00033296021968510066 -0.0018669779224159383 0.0077021000160799186 0.0018177756120474459 -8.5075311260295473e-05 1.9924446320628748e-05 0.00065738609373778938
leaf_count=52 63658 6732 23932 33453 15976 18037 3442 43 23052 7022 28774 72 25735 31 23108 1186 2274 2178 858 6658 5845 3202 628 6314 50 65 470 36196 8194 14694
internal_value=0 -0.0432934 -0.11555 0.00935973 0.0414038 -0.020082 0.00557792 -0.14204 -0.162956 -0.215148 0.00200104 0.01242 -0.0011113 -0.0875669 0.0241412 0.0506563 0.128533 0.295778 0.0970871 -0.162293 0.0282634 -0.183843 0.0210299 -0.213727 -0.0533091 1.11029 -0.0305377 -0.037391 0.0589957 0.11299
internal_count=361931 164106 74688 197825 90395 107430 56084 70184 64296 41213 89418 82686 89393 23083 75956 52848 4504 2230 34311 6730 5888 34191 3830 30361 6429 115 40108 39638 51662 22888
shrinkage=0.00396413


Tree=1229
num_leaves=31
num_cat=0
split_feature=785 728 125 257 727 735 703 519 728 382 725 588 126 620 652 665 588 727 1230 21 670 388 647 590 1323 930 1307 760 657 1098
split_gain=155.608 101.583 68.7953 98.3321 62.5579 50.313 51.3272 45.7117 70.3283 60.7117 48.0973 62.2886 61.5826 54.2683 53.8547 45.6893 43.6417 42.9379 41.9168 41.6344 40.3999 40.2519 40.1786 97.7826 39.3389 42.9914 38.9067 38.807 36.4107 36.07
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2560756724538602 -1.5610358635380586 2.1420547332082829 -0.90320472132347296 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 0.70880289725806289 1.1734518836084071 -0.98896428961744431 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 2.3457019632811744 -1.6471741456694959 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 2.8425200577949936 1.0000000180025095e-35 0.75817053060304118 0.011064035964131436 0.72755686970153477 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 17 -1 6 -4 10 -9 18 13 12 14 24 -12 -7 -11 -2 -10 -16 -19 22 23 -3 25 29 27 -21 -13 -8
right_child=1 21 5 -5 -6 15 7 8 9 16 11 28 -14 -15 19 -17 -18 20 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.1160633157457329e-06 -3.3399558903811818e-05 -7.8167591642184814e-05 -0.00015402807215039756 -8.9247869989046652e-06 0.00016450476219912705 1.9476178949352431e-06 0.00028366102616306937 -0.00013673028613457711 0.00030016589970382134 -2.5596285163596343e-05 6.5250329661736481e-05 5.4885474444513232e-05 5.0083723548560836e-05 -0.0001163707185736173 0.00034646422271682252 0.0003601829298147184 0.00044037203031457688 -0.00012127816955355179 -0.0001765855144722052 -3.0528520074423288e-05 -0.00027772008205664578 -0.00018698436478416512 -8.7208966861596898e-05 0.00048535899356536136 0.00061312503472534972 1.9362949047234343e-05 -0.0001911017803397229 -0.00015239424915728717 0.00032513066022321716 4.4016275581454229e-05
leaf_count=12551 13115 3918 7258 53844 17008 1824 4573 3066 5718 4948 7398 7066 15143 4192 727 2003 620 22164 529 23122 13820 20295 74532 1190 394 10223 13327 12373 1605 3385
internal_value=0 -0.0439139 -0.0207419 -0.0680953 0.11584 0.00964485 0.00196166 0.0115688 0.114739 0.182255 -0.00496185 -0.0291462 -0.0506705 0.0811267 -0.0853337 0.234504 0.0303992 -0.160059 0.316178 -0.112248 -0.210254 -0.112435 -0.0908797 0.100258 0.129163 0.113898 -0.119713 -0.0863217 0.131312 0.230938
internal_count=361931 332372 232437 102943 29559 129494 125667 118409 14881 11815 103528 80761 72090 22767 56947 3827 5568 49099 6247 49549 35984 99935 79640 5108 18575 18181 48822 35495 8671 7958
shrinkage=0.000820348


Tree=1230
num_leaves=31
num_cat=0
split_feature=51 519 858 701 933 588 723 785 921 783 925 657 924 833 762 791 1368 990 853 583 566 150 570 844 852 609 63 869 639 50
split_gain=44.4235 41.7702 68.5238 55.5414 53.4709 61.1954 44.3012 64.6592 65.7271 93.6895 62.9539 53.3535 55.6822 47.6845 46.4036 45.4836 42.9826 38.317 37.5041 37.3493 36.8556 37.3033 34.7053 34.6728 34.5442 34.3024 33.3962 34.7852 32.5192 31.407
threshold=1.0111847875080273 2.1420547332082829 1.0825608069246189 -1.077677565945242 0.68806224955729689 0.71188872395471614 -1.0570063487222232 -0.86283290253235112 1.0525743831388839 2.2099560249315608 1.0000000180025095e-35 -0.80522708219444705 1.8999064755685127 -1.0466202977607262 1.8387373041910313 1.4161025625550929 1.0000000180025095e-35 0.65656536832909496 0.91359539958596292 -0.55326332990463356 0.85763149634800806 -1.2301087152435528 -0.09905039185359793 3.5537135076674065 1.0000000180025095e-35 1.6285028476148826 -0.64169633322170971 1.041070318382423 0.11942102837874842 1.4829784501753427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 10 26 11 14 19 -9 15 -14 17 16 22 -10 -6 -1 21 -12 23 -13 -19 -11 -8 -28 -21 -2
right_child=29 2 -4 4 18 -7 7 8 9 25 20 12 13 -15 -16 -17 -18 24 -20 28 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0009566248782472592 -0.00035789555103259949 -0.0008046418245183667 -0.00091914716623387707 0.00058992431830939981 -0.00074350613778969622 0.0019136489954556385 3.1264492169929991e-05 -0.00057425469903555585 -0.00022409101921338381 0.0019307785342583519 0.0015752884227301053 -0.00026826785501748188 0.0023260091986769304 0.00026067861179405864 0.0011334714965659757 0.0002376583943640409 -7.9584113120346981e-05 -1.3423980210577921e-05 0.0011678616332214398 0.00048851435724947849 -0.00073359042823048352 -2.4546351461768192e-05 -0.00067317162435959091 0.0042011605591340826 0.0013692967721472286 -0.0011731168754348777 0.00079334630873424531 -0.0010959535616266189 -0.00041078250393424953 0.00052424775318264151
leaf_count=7939 52019 1988 2454 10350 2458 2685 11465 30739 19717 2464 1178 44060 959 11296 2315 16919 56447 2961 810 10962 5075 18406 26516 142 1994 230 9289 667 4462 2965
internal_value=0 -0.00237643 0.0867322 0.129936 0.16804 0.22751 -0.0101973 -0.0233875 -0.0364429 0.0594692 0.0507577 -0.0533776 -0.0374407 0.107249 0.0179169 -0.0504619 -0.0653283 -0.0124748 -0.0658752 0.133474 -0.026886 0.0171188 -0.105698 -0.0667499 0.155388 0.43076 0.0859473 0.17485 0.0665537 -0.0777234
internal_count=361931 306947 20745 18291 16303 13035 286202 238180 216759 29681 48022 187078 156339 12255 26987 144084 127165 24672 3268 23363 24659 19584 70718 44202 4955 2694 21421 9956 15424 54984
shrinkage=0.0038102


Tree=1231
num_leaves=31
num_cat=0
split_feature=1430 1298 1444 746 1469 464 498 578 785 428 1078 651 1464 60 1096 747 522 770 1319 1470 809 693 1319 1107 320 843 1457 588 1466 1361
split_gain=44.9037 71.6913 58.2192 57.3702 41.3641 44.0431 34.5015 60.3605 38.5249 34.2853 32.6532 31.4232 31.3481 31.111 31.4431 30.5217 30.4831 30.6473 30.262 29.9923 29.5921 29.5094 28.9513 29.6698 28.7766 33.8906 30.2364 28.5795 28.5764 28.521
threshold=0.54622893720785959 1.0000000180025095e-35 0.61050815248025436 0.66766320980544069 -1.1374964112163577 1.0000000180025095e-35 1.5674918557501278 -0.87905496296652397 -0.86283290253235112 -0.97645198802912103 2.3773680579807461 1.1107569744011787 -0.014205097036277146 1.0000000180025095e-35 3.988598673455233 0.98810451262880827 -0.71745339412579689 1.4426058863953171 -1.9061454630617805 1.0659332135323951 1.6518864604429058 -0.72649500723087612 2.3255496336404451 -1.2615524983928077 0.88160724310766836 2.2892590682533238 5.8677642129807399 2.250834115212506 2.8104277349532114 4.2403057119003629
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 9 8 -8 12 -6 22 15 -3 24 -15 16 17 -2 -13 -7 27 -5 23 -1 25 26 -10 -20 29 -18
right_child=11 6 -4 21 5 19 7 -9 13 -11 -12 18 -14 14 -16 -17 28 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013257049534936187 0.00052289681036063614 7.8482496897044641e-05 -0.00086898388294308576 -0.00066574458511975789 -0.0014266252387636668 -5.5318812059598406e-05 0.0022679428129716846 0.00025186758417863008 -0.00012064129906046363 -0.00049970436575826971 -0.0028932830664886236 0.003122951027146703 0.00096842219767622406 -0.00048385659702267995 0.0050213346792135124 0.0006482668036484324 -5.1597501762945775e-05 -0.00098875550992902112 -0.00017058888044222073 -0.0007756705709080267 -0.00090611421539676723 0.00083766077959673596 0.0028865523311354733 0.00030223557916971494 0.00028564494869958264 0.0011649335579545143 0.0023489005370989249 0.0018150465919187157 0.001391718485818099 0.0016845261519002745
leaf_count=1140 15739 6965 17393 1262 7510 34893 1085 10237 90470 40470 361 161 4743 18066 81 8191 47080 1103 6247 5942 4446 4765 249 10692 18791 1454 315 522 936 622
internal_value=0 -0.0268131 -0.0725661 -0.053168 -0.0693825 -0.0908759 0.00399518 0.116394 -0.00610403 -0.151453 0.0459082 0.0312849 0.110143 -0.0179873 -0.114362 0.0477327 0.0308333 0.108625 -0.0747613 -0.0392 -0.0892646 0.142581 0.0619554 0.045045 -0.00522882 -0.0218928 -0.0277321 2.14812e-05 0.00204232 -0.0061995
internal_count=361931 276884 124677 107284 101257 88815 152207 11322 140885 47980 12442 85047 11708 129177 18147 73671 65480 16842 11376 40835 11215 6027 12081 11832 111030 92239 90785 6769 48638 47702
shrinkage=0.00396413


Tree=1232
num_leaves=31
num_cat=0
split_feature=785 728 1080 727 519 712 382 723 962 791 803 507 965 896 588 861 269 944 1230 566 689 498 660 635 647 590 693 547 195 872
split_gain=104.408 95.6883 66.2129 60.5265 59.9595 85.0387 62.7178 62.5873 82.2534 70.2808 77.7708 59.1104 52.0892 50.418 49.8935 49.086 44.6011 44.1343 43.0232 41.6867 41.6846 39.487 39.3246 38.7227 37.9388 107.001 37.0302 37.0224 36.197 38.0457
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.38912969094538602 1.0000000180025095e-35 1.9682860324222273 1.0941628986121894 0.10980254379742337 -0.43454379769620094 2.250834115212506 1.0000000180025095e-35 -1.2832447556410924 2.4192199611162013 2.3457019632811744 2.3824772829776841 0.72022076402865742 2.1478180858331046 -0.72421686037558375 0.095682420753495895 -0.87782724458594241 0.58895901036483078 -1.517863073859208 1.4078093546699517 1.3909106807663625 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 7 -6 18 11 9 10 13 12 26 -9 -8 -11 -17 19 -7 21 -13 -10 -18 -21 25 -3 -2 -5 29 -4
right_child=1 24 28 27 5 6 14 8 17 15 -12 20 -14 -15 -16 16 22 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012774149304007332 -0.00019196201025795692 -0.00020997960131345479 -8.6679105360628386e-05 5.3369401182192301e-05 -0.0002640449556423927 0.00018369435939186897 -0.00015100826467221722 -0.00011666428817332775 -0.00024674511609480747 -0.00015353630492620201 5.6069802393880433e-05 0.00010192274435399613 -0.00018317621800576986 -0.00022121651835135581 0.00035879582476253298 -0.00018456475957466924 0.00019936019476482971 5.7502134552342046e-05 -0.00030647953890133324 -0.00018151710322677719 -0.00022396753816606067 1.47698487970506e-05 -1.2502657248246035e-05 0.00033667044137884917 -0.00021208637576526152 0.00033321453532838294 -3.0057162712264547e-05 -0.00027677683636871024 -0.0003478457691136617 0.0001557402589212356
leaf_count=12551 6539 4821 3130 15968 3665 5689 4959 22263 58238 10401 4151 6143 22086 36677 614 3375 3207 1759 528 1011 1456 1903 9141 661 93730 1384 20035 1040 689 4117
internal_value=0 -0.181324 -0.158949 -0.0489283 -0.166362 -0.0459042 0.0351588 -0.176848 -0.20012 -0.16096 -0.199319 -0.115263 -0.144674 -0.219987 -0.119436 -0.0689888 0.00185592 -0.266397 0.17323 -0.27754 0.0525521 -0.289084 0.0554943 0.0394011 -0.245489 -0.076695 -0.0796546 0.0377242 0.0218089 0.0635159
internal_count=361931 332372 232437 29559 224501 15455 11790 209046 152787 89215 63091 56259 48660 58940 5573 26124 15723 63572 6217 61813 7599 60141 12348 1672 99935 6205 26574 17008 7936 7247
shrinkage=0.000820348


Tree=1233
num_leaves=31
num_cat=0
split_feature=1426 1223 1160 543 890 49 21 885 1466 1469 1452 615 1458 1465 1466 1458 127 1244 83 1051 1454 1467 279 1466 1466 907 150 1289 776 1105
split_gain=43.4504 47.7132 56.2079 42.9122 42.4093 41.9145 38.5048 49.9249 45.8037 47.7234 42.5309 39.3464 45.327 38.813 38.3936 37.8164 37.4314 37.2393 36.6321 35.9022 38.2962 35.8807 35.156 34.3402 33.3781 31.6685 31.3258 30.9663 31.3242 30.8937
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5790413131208703 -1.0182342416987082 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35 0.27725162624946764 1.053792570632375 0.68011561037582036 -0.59108387774323179 -0.14554587881095421 -0.37037607656077315 3.638920042417316 -0.67201661518498612 3.925674747449845 0.14116473789679271 2.1827992373410878 3.0856045387256095 -0.58754815837321106 3.2089320700182484 2.2131360885428779 2.2763907064872897 2.3341844375848217 -0.89587670966412791 -0.27319402194738301 0.47721697111235356 -1.4901273498260597 -0.59461660507405434
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 -2 -4 8 23 11 10 19 12 13 15 -12 -1 21 -14 27 20 -10 25 -22 -8 -25 -9 -13 -3 -29 -28
right_child=1 18 5 -5 -6 -7 7 16 9 -11 14 26 17 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-0.00030059624063164008 -0.0017509902366683783 -0.00019392456161422382 0.00011777572819650614 -0.0015032653659333207 -0.0006127931909536132 -0.00059370096441005774 -0.00029304439204521021 0.00041488848046362296 0.0013760920826884819 0.002934478605783442 0.0017977245549506053 -1.4987485032198379e-05 0.00079185082431278164 -0.00013737798327705263 -0.0016495200926505168 -0.0022858107638404064 -0.0028623227046105453 -0.00062093525448445313 0.0010063985348720485 0.0053496431858964851 -0.00020178139289395885 0.001394204984275615 0.0031666937035183325 0.0061175355361656374 0.0006196505053132947 -2.8001701445517344e-06 0.0015415559428590628 0.0019242304868617554 0.00018390740877212794 0.00037644558446282096
leaf_count=1646 9534 54606 18451 2331 21809 14560 64740 17675 2069 777 2772 11538 4251 4010 268 2996 473 2796 2563 110 7690 1515 232 75 2069 87002 2752 956 12962 6703
internal_value=0 -0.0487754 -0.10112 0.00411035 -0.193885 -0.0407134 0.00673418 -0.00851457 0.0629464 0.168677 0.137241 0.0177521 -0.0721109 -0.196555 0.352242 -0.361332 0.0193598 0.0568844 -0.010246 0.0642277 0.0495261 0.0217061 -0.0195174 -0.0592019 0.202696 0.0166075 0.0829553 -0.021021 0.073508 0.175997
internal_count=361931 135441 64354 226490 31343 33011 224159 173549 50610 13918 13141 36692 15699 8652 3040 4642 106665 7047 71087 10101 9991 106192 7922 66884 2144 104677 20993 68524 13918 9455
shrinkage=0.00420677


Tree=1234
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 544 921 890 726 150 788 519 613 815 703 647 590 570 15 11 1145 1444 990 624 1453 281 868 50 636 1465
split_gain=128.586 91.6972 70.4529 66.7545 63.6069 55.4795 54.2462 44.8825 42.8184 40.8918 41.5138 50.2238 47.0425 37.4109 43.2136 36.9894 102.039 37.2374 36.0883 45.2281 35.515 35.2203 34.1104 34.0253 33.8838 35.416 33.561 33.1497 36.3058 32.2358
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -1.0182342416987082 1.0000000180025095e-35 -0.66526323656178599 0.38349571241217301 0.65569131416984383 1.0000000180025095e-35 0.67237773758774566 -1.341024582220359 -0.87782724458594241 0.58895901036483078 -0.48460852809644533 1.5345964658009021 -0.87191264689159853 1.0000000180025095e-35 1.0000000180025095e-35 1.09266583130301 -0.40073922472529894 0.51954049301251548 -0.48485357901650905 -0.5942415351291912 1.4829784501753427 2.4129057422810987 -0.41120921193798426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 29 24 -2 -8 -5 -11 13 -13 23 -15 16 -3 18 20 -20 21 26 -10 -12 25 -4 -17 28 -19 -1
right_child=1 15 6 9 -6 -7 8 -9 22 10 11 12 -14 14 -16 17 -18 27 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.4973938386745091e-05 -0.00031306799635646997 -0.00010633523357439799 -0.00011255444293975557 -7.1201506660169397e-05 -4.2135167094786733e-05 -4.6641432577951943e-05 -0.00011372310556389993 -0.00011830415147967825 0.00014978974692212452 -1.9341750407148583e-05 -0.00018850838637313679 0.00032816406061241579 -2.7365029741570136e-06 -0.0004342047458659134 0.00017462683889054453 0.00021006212804424302 0.00042095418376204196 -0.00015964782283086576 0.0017905737897272401 0.00012861854115440229 -0.00016719323844252947 -0.00019932729533832892 0.00043632749365419638 2.3848087526430991e-05 0.00010747533951254686 2.0527434268628404e-05 -2.6798540423936602e-05 4.1849426655844583e-06 0.00033266449955222379 0.00016944483950394898
leaf_count=8177 9953 4821 9434 30166 45923 8361 1345 31414 4778 51998 3514 3103 1827 405 4629 2295 1384 55011 48 2192 11558 4136 1472 7359 7226 17891 13141 4791 558 13021
internal_value=0 -0.0555435 -0.0335569 -0.0524078 -0.102599 0.0900572 0.0443664 -0.183209 0.200156 -0.0179688 0.00733371 0.0858001 0.261799 0.0265502 0.167666 -0.120513 0.049643 -0.133906 -0.0686367 0.213576 -0.0917649 -0.0319143 0.269662 -0.0470241 0.00709635 -0.0284226 0.0164568 -0.171823 -0.191498 0.146001
internal_count=361931 332372 232437 190291 87290 29559 42146 41367 7595 103001 72835 20837 4930 15907 5034 99935 6205 93730 33370 2240 31130 19572 6250 10873 34551 27325 15436 60360 55569 21198
shrinkage=0.000804263


Tree=1235
num_leaves=31
num_cat=0
split_feature=1423 51 869 797 1457 699 723 857 1469 401 678 789 21 1449 131 1451 1454 789 1464 1451 1371 1454 1357 1437 888 1466 1470 1450 1456 1451
split_gain=43.6862 42.0807 43.5627 55.8444 43.1626 44.0349 39.3074 45.0812 38.6952 38.1493 52.9198 35.6887 33.4361 33.3932 32.9475 31.209 45.8374 41.4518 31.0087 31.652 30.8522 30.7194 29.7676 32.5617 29.6574 36.4458 35.8524 31.0416 29.8986 29.6123
threshold=1.0000000180025095e-35 1.8613588887694643 -0.57653763495970078 0.63961785378869596 -0.16810441299000942 0.5129503436950319 -1.0570063487222232 -0.49205703050329141 1.7225881306221138 1.0000000180025095e-35 4.1789455680259513 1.1248358748350926 -1.6471741456694959 0.17887655251925397 -0.37314326152536875 -0.27873446184249567 -0.63228822985738853 2.1947927481295069 -0.014205097036277146 0.54872951183746299 3.4357416210103824 -0.94795818613911831 1.0000000180025095e-35 3.5253024523165304 1.0000000180025095e-35 -0.37810591844728791 -0.75931692712540511 -0.43796921585269916 0.54917403837024492 -0.43512914386724005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 8 15 -5 -8 12 10 -9 -1 13 -4 -2 17 -17 21 19 -10 22 -6 23 -14 25 27 28 -23 -27 -20
right_child=14 -3 3 6 5 -7 7 9 18 -11 -12 -13 20 -15 -16 16 -18 -19 29 -21 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00029839028986383323 -0.00052652467799759318 -0.00054721401060129889 -0.00070275287696468247 0.00029208391567833757 -0.0018597010171285315 -0.00017454405625541393 -0.00096807931647081402 -0.00083799387445084082 -0.001077238714518554 9.2390434402926595e-05 0.0022891616013194427 -0.00039964506487527747 7.0919349827195643e-05 0.0022676486429499812 -0.00011310597930169802 -0.00031163296669909317 0.00057649904901181182 -0.0012211388231829006 0.0012557741722939858 0.0018777698279117227 -0.0017040248828306859 -8.7412957056093822e-05 -0.00027401086029361964 -0.0022200370867062002 -0.00068160966376345697 0.00089991245717015438 -0.00042440229943618965 0.00089558337070932536 -0.0014070254070186279 -0.00076725832504658908
leaf_count=47616 30569 12978 483 5213 645 22654 9798 10451 6713 9305 379 5503 58066 823 44294 5212 27554 1741 1027 277 1199 3230 33159 425 3090 2860 7120 7980 451 1116
internal_value=0 -0.00216626 0.0030847 -0.0112309 0.00417163 0.0421588 -0.094659 -0.128535 -0.0268008 -0.0650318 -0.17882 0.0587903 -0.0135672 0.347232 -0.0680312 0.0725391 0.117584 0.0159687 -0.171491 -0.249225 -0.0185724 0.0386611 -0.0146311 0.0140859 0.0501275 0.0761431 -0.0176189 0.163103 0.160151 0.0640714
internal_count=361931 287068 274090 220971 185825 82537 35146 29933 103288 20135 10830 53119 94155 1306 74863 59883 32766 27117 9133 6990 92849 25376 91650 58491 24731 21641 10431 11210 3311 2143
shrinkage=0.0038102


Tree=1236
num_leaves=31
num_cat=0
split_feature=50 56 1470 215 61 651 1465 1450 392 436 1450 1449 753 743 973 566 317 1441 872 362 940 747 186 1047 834 1048 1431 1465 54 1449
split_gain=43.479 79.2569 34.6636 34.0354 39.1022 33.8357 32.8457 35.5601 31.7598 30.497 34.9092 37.651 30.3899 31.3338 30.9085 30.3583 30.1556 33.0401 30.1447 29.9177 32.4523 29.6851 31.3502 30.8631 29.567 29.4284 28.3106 28.2282 28.1294 33.2259
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2008461188180046 -0.020726760382809562 3.2658335243644596 1.1107569744011787 0.56487967955244278 -0.33386868244407664 1.0000000180025095e-35 1.0000000180025095e-35 0.24842437959264094 1.5121378571537194 -0.29671789949796229 1.0000000180025095e-35 -0.84536766518790696 0.70718004540054669 1.0000000180025095e-35 1.7193014468115779 1.0000000180025095e-35 2.0534613160691255 2.3907917078320593 2.9062597313169154 1.0000000180025095e-35 -0.54132547990121049 2.2524186812236553 0.066344190164662892 1.8641952677858011 0.50481998644379333 -0.42445565733332025 3.6725314242296441
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 8 28 7 21 16 10 11 18 13 24 25 -8 17 -2 -9 20 26 23 -23 -5 -1 -15 -3 -12 -4 -30
right_child=3 19 5 6 -6 -7 15 9 -10 -11 27 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00027979559664033935 -1.5067796128464861e-05 6.7895320327556648e-05 -0.00091571016470278638 -0.00040262718517913257 -0.001825714409075734 0.00011007490298733477 0.00058113229666833892 -0.00015991350373063061 5.7543778325610052e-05 0.00048685257088293578 -0.00017760288436633883 0.0019644793952944863 0.00078960816981423854 0.0018397042209220074 -0.0019053183223402893 -0.00016598731792358997 -0.00055408218557109464 -0.0013614870963713907 0.00053510466490786076 -0.00078362153584182618 -0.00098892509734698169 -0.00067639458219518602 -0.0045520750484215802 6.3301802371541288e-05 -0.0045680843256361561 -0.0019949164544071935 -0.00069959287251319436 -0.0033099368982680492 -0.00046571127315277893 0.0025176813334069205
leaf_count=3485 23105 79636 20106 14279 964 5626 14009 7161 52329 15224 14324 718 2934 346 1340 3951 14601 1418 8443 3651 3011 369 167 26138 98 213 4159 182 39673 271
internal_value=0 -0.0433588 -0.113975 0.00773928 -0.02428 -0.138858 0.0338904 0.0158889 -0.0198608 0.0570803 0.017355 0.0867306 0.0230604 -0.0757559 -0.323614 0.115442 -0.0687327 -0.022779 0.0628605 -0.00357079 0.00415308 -0.0312131 -0.506419 -0.0239074 0.0457858 0.112587 0.0108178 -0.0601473 -0.162058 -0.122084
internal_count=361931 164549 74092 197382 92417 65676 104965 87005 91453 46052 30828 16322 8416 5482 1899 17960 39124 24523 15604 90457 86806 40953 536 40417 3583 559 83795 14506 60050 39944
shrinkage=0.00359044


Tree=1237
num_leaves=31
num_cat=0
split_feature=46 404 1463 691 51 706 969 940 1238 372 294 602 428 954 1449 563 1461 779 1238 1469 125 748 846 405 227 906 843 1400 1250 551
split_gain=42.4442 42.5019 38.7232 38.9546 40.5577 35.5405 35.2962 35.7901 34.5981 45.008 41.3864 37.3906 34.9257 35.1193 38.1137 46.3486 38.6416 34.099 43.1268 32.5615 35.5337 32.8899 32.2539 32.0923 31.7309 31.2814 30.3287 29.4076 29.3477 28.7679
threshold=1.0000000180025095e-35 0.76881834321921005 5.6853485453425652 1.2168357488504873 1.0111847875080273 2.0733145747592965 1.7692472554872898 1.0000000180025095e-35 -0.6968354641114346 -0.89164644713046382 0.34538474674390146 2.6455866734826223 -1.8177626754193439 2.9053803668447165 0.36175726705876859 1.4394714788040051 1.0519922171908489 0.52412997331538314 0.17334222901426247 -1.161100960392466 1.0000000180025095e-35 -0.55983428269634117 3.3831830255858732 1.0000000180025095e-35 1.6420944083540536 -0.83395547952291793 2.1804652404920906 0.42687564227049529 0.22870347852710998 1.4753103760954882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 7 19 9 29 -10 12 -11 22 16 -16 -15 -7 -19 26 21 -21 -14 -6 25 -3 27 -2 -4 -1
right_child=1 24 28 -5 23 17 -8 -9 10 11 -12 -13 13 14 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00044319783315022529 0.00071540756105473787 0.00021927331940062297 0.00070535965139402143 -0.0005565726529458844 -0.00040195541559973069 0.00054399263121364839 0.00068815839364748897 -0.00048947862855478743 -8.2751479494669286e-06 -0.002871878722870206 -0.00042248703476800541 -0.00079657639212287878 0.00014435687089791587 -0.00059690911152823181 -0.0028949295728738452 0.0039061110127065883 0.0030643997487466434 -0.00044594266803503187 0.0050329330704481567 0.00014526383099739093 0.00013201833908717655 -0.00057400665494054327 -0.0018273751290015089 -0.0020879604521518999 -0.001617906957591261 -0.00061140743419130445 0.0032041673583209818 -0.00081456672837338468 0.0056784764649992188 0.001661739108942369
leaf_count=11030 4497 4967 194 15088 11743 2066 4466 15181 100198 348 24460 2943 83302 1580 695 58 188 199 313 7398 28262 16308 688 1631 2501 18960 233 997 106 1331
internal_value=0 -0.0471662 -0.0278439 -0.0305147 -0.0135051 0.00465967 -0.00411556 -0.0171339 0.0052686 0.0335031 -0.0217026 0.0170898 0.0253747 0.0276999 -0.217889 -0.611685 -0.0465372 0.277223 0.836305 0.00620213 -0.0133795 -0.0872295 0.0352829 -0.145601 -0.141237 -0.113953 0.154997 0.121792 0.719582 0.157042
internal_count=361931 135110 108682 108382 93294 79920 77342 72876 226821 102163 124658 89802 86859 86511 2521 753 1768 2578 512 57695 51968 23706 83990 13374 26428 23927 5727 5494 300 12361
shrinkage=0.00373549


Tree=1238
num_leaves=31
num_cat=0
split_feature=785 728 1080 125 395 727 617 703 647 590 519 712 382 725 126 588 652 620 588 21 1230 727 794 423 930 1323 1079 1458 294 570
split_gain=122.298 90.7917 62.8289 59.7536 93.3787 53.3727 47.0257 46.9602 42.3605 115.916 40.0584 64.2571 62.2695 51.4552 65.3564 57.5833 58.3964 55.1978 44.7591 42.2867 41.4771 39.847 43.8397 37.9173 39.7592 39.1724 37.6484 36.7617 36.4966 35.9116
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6614250791469047 -1.5610358635380586 -0.87782724458594241 0.58895901036483078 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.70880289725806289 2.250834115212506 -0.98896428961744431 1.1734518836084071 2.250834115212506 -1.6471741456694959 2.3457019632811744 1.0000000180025095e-35 2.2041218380651819 1.8383606565487096 1.0000000180025095e-35 2.8425200577949936 1.9634214862007473 -0.54909029163641709 0.24998551187518486 -0.48460852809644533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 21 -5 9 -3 13 -12 20 17 15 16 -15 23 -14 -18 -13 28 27 24 -9 -26 -21 -23 -2 -10
right_child=1 8 -4 7 -6 -7 -8 10 29 -11 11 12 18 14 -16 -17 19 -19 -20 26 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.9323166699414263e-06 4.6393094446099827e-05 -9.8688428029393207e-05 0.00010919965691020101 -0.00014528085651965248 -2.0964455002154431e-05 0.00012639229807124164 -0.00031221504369822659 0.00019815021692013213 -5.2301403491305173e-05 0.00043219099085594265 -0.00012950232080293747 0.0002645668212812909 -4.18071577398274e-05 5.5335575605996364e-05 5.0716885320970689e-05 7.5451239327807822e-05 0.00030990663114643458 -0.00011571643843441853 0.0004003710633149182 -0.00011202736927087167 -0.00017535692922061478 -0.00028244348603016355 0.0001330078429082305 -0.00017536444487328438 2.7023567271872581e-05 0.00066587937386163325 0.00011194774358352283 -0.00012430463880271515 -0.00022358666374986747 -0.00012917834959825714
leaf_count=12551 7068 4821 7936 7272 51830 17008 8217 7463 33370 1384 3096 5614 4909 7351 16802 6881 729 4191 609 46878 528 8495 1796 1422 9410 214 1868 19505 2353 60360
internal_value=0 -0.0541105 -0.0322206 -0.0396622 -0.0848751 0.0878874 -0.176232 -0.0108992 -0.118833 0.0635569 -0.00165003 0.0955099 0.161384 -0.0170825 -0.0421673 -0.0754815 -0.0993608 0.0718929 0.00696056 -0.127306 0.298735 -0.147235 -0.196959 0.120369 0.146218 0.0574006 -0.134866 -0.223475 -0.0164255 -0.133173
internal_count=361931 332372 232437 224501 99264 29559 47434 125237 99935 6205 117965 14756 11660 103209 80509 63707 56826 22700 5518 49475 6142 39217 29796 18509 17087 9624 48746 28000 9421 93730
shrinkage=0.000757875


Tree=1239
num_leaves=31
num_cat=0
split_feature=43 859 612 695 899 970 843 622 1462 1465 639 1470 120 365 1357 974 21 1106 712 956 21 819 659 144 1453 909 912 1312 1463 332
split_gain=42.1927 40.1338 40.7132 40.1408 51.524 36.3335 32.2837 37.0675 31.7983 34.5456 31.0232 31.2353 31.0424 30.6562 36.8889 31.7305 30.1876 29.7983 29.4056 28.0146 27.5842 27.4807 28.5505 31.4746 30.0476 31.7754 27.3885 27.133 31.0351 26.746
threshold=1.0000000180025095e-35 -0.54135187694831066 3.5802585502054165 -0.34925803165074831 0.58011062627609078 1.2206169290766575 2.0054490827892364 -0.51854373639452966 3.938751423652564 0.64834865125365748 -0.023214778529091661 -0.93277482386178356 1.0000000180025095e-35 -0.78919497293715091 1.0000000180025095e-35 -1.1678217152598809 -3.9164670491403295 1.6988840054759813 -0.63779424894106762 1.8798048064557757 -0.32341995197817647 1.0000000180025095e-35 0.62821384419828064 0.40077617082026662 1.3990727291183711 2.4040715245911142 1.7396490052858136 -0.42682809229691815 0.94170239728407068 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 10 -5 6 13 -8 21 -10 -1 -12 -13 18 20 -16 -17 29 19 -3 -15 22 23 -2 25 -25 -7 28 -22 -6
right_child=8 2 -4 4 17 26 7 -9 9 -11 11 12 -14 14 15 16 -18 -19 -20 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.1569471043741976e-05 2.5926366537268699e-05 0.00063147291280561701 -0.0016600153038743937 0.00011433598778203886 0.00016216873617053298 -0.00057271599769262221 0.0012252212822548997 3.519943865717364e-05 0.0037793372920002146 -0.00061393168118754817 -0.0016681375190201564 0.00018908092832298277 -0.0011152640510996646 0.00021219536041278939 -0.0012795245605005693 0.003847132584449462 -0.00029442598478545057 0.0018520239332353637 5.5836483169657345e-05 0.0035181117157565478 -1.6255488553364603e-05 -0.000850892397713471 -0.00074127494113518128 -0.00072613972016544843 0.00095979597241719857 0.0017180029373943459 0.00093361211269747224 -0.00029617212637154347 0.0010015310125320385 0.00089849358565236665
leaf_count=24051 37126 5480 2191 43607 7405 19442 3027 5341 296 301 1892 4287 2962 30539 4246 129 42127 1489 23491 280 19364 11067 9323 15082 1100 482 1112 34078 2511 8103
internal_value=0 -0.00108215 -0.0202554 0.035752 0.0683945 -0.0174055 -0.00742022 0.119978 -0.0663721 0.439225 -0.0274585 -0.144636 -0.0732852 -0.0149465 -0.0296287 -0.0842963 -0.0675142 0.16714 0.0507305 0.186847 -0.00365851 -0.0716195 -0.0544202 -0.0327615 -0.122632 -0.153759 -0.115491 -0.0320743 0.026676 0.138898
internal_count=361931 287154 193358 93796 60604 191167 170613 8368 74777 597 33192 9141 7249 162245 132994 46502 42256 16997 29251 5760 86492 74180 63113 53790 16664 15564 20554 55953 21875 15508
shrinkage=0.00412428


Tree=1240
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 539 923 1027 278 784 694 647 590 1175 570 50 15 11 1145 1444 585 973 1051 50 1381 355 61 405 1307 491
split_gain=106.807 83.9511 62.2319 57.6433 53.9267 68.1536 55.5863 52.8639 51.3752 45.4393 39.4014 39.0706 102.754 37.5738 36.5915 37.934 37.2241 43.1488 35.9204 35.7982 34.5674 34.4222 34.088 32.2609 37.1234 32.7019 31.7015 30.8747 32.847 36.4834
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 1.0000000180025095e-35 -1.1833072469291228 0.9594655836162902 1.2342127532274445 -0.87782724458594241 0.58895901036483078 -0.31923240808069592 -0.4998781572545779 0.55630078546380823 1.5345964658009021 -0.92441224859975035 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.089283776459394754 3.5926503781727646 1.0000000180025095e-35 -0.81414757478890476 -0.77262810156160244 1.0000000180025095e-35 1.0000000180025095e-35 1.3390041783085433 -0.25023694339587677
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 10 6 -6 20 26 -10 -2 12 -3 -11 16 21 18 -18 19 -13 -1 -16 23 -8 25 -25 -5 28 29 -4
right_child=1 11 27 8 5 -7 22 -9 9 13 -12 14 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0001821239195798332 0.00010104801460189921 -0.0001035515163664385 -0.00014560164575735024 -4.0668135951401081e-05 -0.00038239545429557327 1.4190078220019095e-05 -0.00018428041744551903 -5.6382824526683674e-05 -9.9631457370509301e-07 -1.2676400824542818e-05 -4.9206313498137792e-05 1.7671107235002874e-05 0.0004363767772175782 0.00014126406873615747 -0.00011846925732511776 -5.5292761766887151e-05 0.001971103941176298 0.00014537742292073177 -0.00017076557432363636 -0.00020524906677124488 4.3429109861465994e-05 -0.00023399062400410422 0.00075024346661820918 0.00033900716640494787 -0.00010547007359135964 -2.0427395103922865e-05 -0.00025749226547521587 -0.0002696821573860058 -0.00019780502289077644 1.2306405389603068e-05
leaf_count=9739 9356 4821 9161 6473 2982 13234 17680 8294 86616 7203 13873 14892 1384 12932 24562 14163 38 2122 11199 3986 11526 22768 142 1085 18720 2752 4239 5095 8922 11972
internal_value=0 -0.0561863 -0.0351438 -0.0213188 -0.0687617 -0.106971 -0.156362 0.0766261 0.00776537 0.0204162 0.0201323 -0.118392 0.0566529 0.108072 -0.13216 -0.168749 -0.0656202 0.226327 -0.0895314 -0.0280969 0.131018 -0.207348 -0.133779 -0.13817 -0.0875804 0.107082 -0.149039 -0.129071 -0.103924 -0.0600841
internal_count=361931 332372 232437 197287 79824 56595 43361 29559 117463 106751 23229 99935 6205 20135 93730 61493 32237 2160 30077 18878 21265 47330 40379 40237 22557 3837 10712 35150 30055 21133
shrinkage=0.000820348


Tree=1241
num_leaves=31
num_cat=0
split_feature=785 470 395 203 471 712 192 1436 578 1037 1243 1235 1237 917 832 927 272 487 596 617 967 1463 714 854 545 475 21 1463 1463 263
split_gain=112.504 82.1575 93.4087 63.4675 57.7413 53.2892 49.8949 46.7966 45.0344 44.0196 41.3886 43.4421 37.9704 37.3655 36.3151 35.4753 38.0561 33.995 33.888 33.0348 35.9656 32.893 32.6713 39.0571 33.9163 32.5194 32.2422 38.1922 35.4538 32.0133
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.35930717134390644 -0.63779424894106762 1.0000000180025095e-35 0.60428344764309971 -0.87905496296652397 -0.60489981398538839 0.14000445396469943 -1.24934742919911 1.4298092310842805 -0.82489287760873742 -0.55570228183368064 1.0483613175537825 1.6568181847307961 0.013234244600584715 0.85969605735913768 0.48776982928048135 -0.20575281925485042 1.3753271246929319 1.0000000180025095e-35 -0.87473648844905705 1.1137036782212404 1.0000000180025095e-35 -0.70163543588998201 0.06079891412082547 0.18276296990023388 0.66115833724634121
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 10 -1 -6 9 -7 -2 11 21 15 -8 17 16 22 -4 -16 20 25 -3 23 -10 -25 -11 27 -12 -29 -15
right_child=1 4 14 -5 6 8 13 -9 12 19 26 -13 -14 29 18 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00012972005913684584 -0.00022774234395550209 -9.9329658289722575e-05 3.9202927375604567e-05 -0.00022680885146270072 -6.3347936301984173e-06 0.00022577285942914968 0.0002695319269048254 1.303924265102279e-05 0.0002941811839438651 -5.832186134399749e-05 -8.201513683101125e-05 2.6259647248790426e-07 -0.00014978027207926639 8.3476022070292705e-06 -7.9295411791714435e-05 0.0002250327118909827 -0.00017252395861000038 -6.6980046376051368e-05 1.8596621736715432e-05 -0.00019891909998104499 -0.00013413388894991136 0.00011397385789301822 0.0001121597707090893 -2.0440777343476783e-05 -0.00041549996368390394 0.00011708430617859355 -0.00010934414583353054 0.00037347976921975497 2.6844094494258632e-05 0.00015324924524289573
leaf_count=3225 11052 19781 19269 20163 34644 3439 1748 8422 640 9648 10807 64163 1734 7466 43736 2638 1501 10343 9413 8257 11644 1737 11096 4826 460 3942 25626 710 5663 4138
internal_value=0 -0.0558062 -0.0987473 -0.175766 -0.0259746 0.0804389 0.0324391 -0.135802 0.109581 -0.174012 -0.0520944 -0.0254649 0.0766205 0.134391 -0.0526169 0.100666 0.0695967 0.0073899 -0.0894227 -0.131733 -0.0917101 -0.118503 0.0966718 -0.0205697 -0.0779033 -0.00915479 -0.111528 -0.0333238 0.101797 0.0931332
internal_count=361931 332372 155889 73128 176483 29559 47996 52965 26334 44543 128487 85681 22895 13352 82761 21161 18523 29612 53149 33491 25234 21518 17022 5926 5286 13590 42806 17180 6373 11604
shrinkage=0.000672971


Tree=1242
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 727 539 923 278 784 694 1175 1030 388 647 590 1051 519 1469 275 941 982 708 927 596 21 1455 943 199 346
split_gain=138.829 99.4068 72.0813 65.3054 63.8657 58.5304 70.4105 56.0677 54.4869 46.7586 40.8901 39.3138 39.2653 39.0781 40.8109 102.835 34.0591 33.2435 32.5993 33.8472 32.3854 32.2043 37.6826 31.8206 31.7964 33.1203 34.7024 32.2258 31.7679 30.8261
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 -1.1833072469291228 0.9594655836162902 1.2342127532274445 -0.31923240808069592 0.99422031274767553 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 3.5926503781727646 2.1420547332082829 -1.3263328046252252 0.4022431516292117 3.0707296396180284 3.0854258727671673 -0.55689657685208205 1.0483613175537825 3.0920830256423057 -1.0798509198017876 0.6706898098482198 1.4693784537238983 1.0000000180025095e-35 0.22414172584433242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 23 10 7 -7 28 -10 -2 -11 29 14 15 -3 20 -8 19 -16 -9 -15 -23 -1 25 26 -20 -27 -5 -6
right_child=1 13 -4 8 12 6 17 16 9 11 -12 -13 -14 21 18 -17 -18 -19 24 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-4.3824856558305437e-05 9.3822780790904178e-05 -8.6624311225039192e-05 -0.00010530206706997876 -3.9903162634043643e-05 0.00019402405277892421 -0.00035922909269784227 -2.8787155210050959e-05 -0.0001156037533489583 -9.3455860370726869e-07 -1.2674841825978076e-05 -4.7456820698487577e-05 0.00013265952315633751 -0.00016652122500917765 -0.00019397026095710368 0.00071990819890005518 0.00044702633497598521 0.00068652681405473033 0.00016645373702467865 -5.9277072286207803e-05 -0.00035784631198344899 0.00034341989360289586 0.00099025602707010041 -0.00055744913223763459 0.00020380116470464113 0.00025538665850124358 -0.00010218666981191146 0.00023342324297191892 -0.00026773711921146203 -0.00023942286466412037 2.9995631881010799e-05
leaf_count=11206 9356 3918 35150 6397 12160 2982 10815 39867 86616 7203 13873 12932 997 20046 220 1190 142 2419 5873 102 370 146 103 1345 645 60685 1564 5443 4315 3851
internal_value=0 -0.0610574 -0.0381612 -0.0232759 0.0900869 -0.0736749 -0.113382 -0.163487 0.00767507 0.0207036 0.0188691 0.109525 0.176214 -0.12852 -0.107345 0.0848572 -0.140849 0.0126933 -0.122802 0.517284 -0.145226 -0.241687 0.63736 -0.0204106 -0.126808 -0.132234 0.0283681 -0.148746 -0.153568 0.202511
internal_count=361931 332372 232437 197287 29559 79824 56595 43361 117463 106751 23229 20135 17008 99935 79640 5108 40379 13234 74532 322 40237 20295 249 12551 74210 73565 7437 66128 10712 16011
shrinkage=0.000757875


Tree=1243
num_leaves=31
num_cat=0
split_feature=785 728 784 727 815 1016 921 784 519 268 747 1065 726 561 909 661 590 537 846 706 211 537 1250 382 990 730 783 934 519 927
split_gain=135.29 84.1264 71.3415 64.7089 62.4779 80.3648 55.9446 49.772 44.257 78.1759 43.7924 51.812 42.2671 42.2199 38.2356 37.7729 70.2067 46.7599 43.8342 36.3752 34.6545 40.5461 34.6076 33.307 33.2409 33.1904 46.9807 42.9748 33.2671 32.42
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.98810451262880827 1.0518754624258557 1.0000000180025095e-35 1.4862832230723366 -0.67290761646258057 -0.59275567010655072 0.58895901036483078 0.44238072866629086 -0.53268848306471728 -0.20668351718138131 -0.51475703795743433 1.2978429288651507 1.3717075479688086 1.0000000180025095e-35 1.09266583130301 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 2.1420547332082829 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 29 5 13 25 8 -6 23 -9 -12 -8 19 -5 16 -3 -18 22 20 -2 -22 -17 -10 -14 26 -4 -27 -28 -1
right_child=1 15 6 14 7 -7 12 10 9 -11 11 -13 24 -15 -16 18 17 -19 -20 -21 21 -23 -24 -25 -26 27 28 -29 -30 -31
leaf_value=-4.3156409183996133e-05 2.470739980140246e-05 -7.1312719459804813e-05 7.7352024061901452e-05 -4.4106396102075606e-05 -5.0926072235310302e-06 -3.5841697633207867e-05 -0.0001054232055797953 -9.0695954896081692e-05 0.00035543984974654416 -8.2313126315131189e-05 7.378038135000198e-05 -0.00020250675653017973 0.00014190319957043543 -0.00035347801914597328 0.00016796029539998736 -7.237341695095848e-05 1.7112129638166706e-05 0.00045624038853031134 -0.00013735381887162787 -0.00020173779701461117 -0.00017989001865368755 0.00015077760289219724 0.00012017203361405041 0.00010642335481270892 0.00040852175389342622 0.00017930837380221413 -9.3900616661332518e-05 -4.6956905928911588e-05 0.00017243829838800408 0.0002065489690883502
leaf_count=11206 7303 12157 7921 2491 52910 45506 1345 32193 2507 3046 8520 1866 4778 4775 14517 23925 1464 1125 58033 15636 12194 1430 3231 2405 1472 5213 16536 3732 1149 1345
internal_value=0 -0.0571949 -0.0361295 0.0920593 -0.0551095 -0.104388 0.0422952 -0.0222546 0.0165259 0.156286 -0.0776875 0.031761 0.200551 -0.195572 0.178809 -0.119454 -0.0106274 0.304961 -0.140857 -0.169345 -0.100033 -0.182755 -0.0607485 0.308202 0.269585 0.00444314 -0.0354026 0.114967 -0.0970977 -0.019136
internal_count=361931 332372 232437 29559 190291 86844 42146 103447 60868 7958 42579 10386 7595 41338 17008 99935 14746 2589 85189 36563 20927 13624 27156 4912 6250 34551 25606 8945 17685 12551
shrinkage=0.000757875


Tree=1244
num_leaves=31
num_cat=0
split_feature=785 804 734 815 878 1097 139 1290 1246 1444 1361 718 17 727 766 817 350 794 806 718 507 1148 703 1450 1427 639 1229 81 120 376
split_gain=44.2457 43.0793 56.238 49.5974 77.8139 51.7229 38.3263 38.3932 37.7523 37.0575 49.8175 37.4785 38.7769 35.4258 32.8281 32.6876 32.6197 32.2149 32.7673 32.7 39.1841 35.8992 34.3733 31.7344 31.3897 32.665 31.0389 30.8316 30.7609 38.7417
threshold=-0.86283290253235112 2.2521318533151415 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.64966988391888181 1.7766219387338655 1.0000000180025095e-35 -0.27707987629621755 0.61050815248025436 1.0000000180025095e-35 1.0159173274103563 -1.7129540033189199 1.0000000180025095e-35 0.75815956484426461 -0.5605470670690903 -0.83727257151357615 2.2041218380651819 0.53322213276968733 1.0159173274103563 1.0941628986121894 3.073785392405322 -0.090434141046066133 0.88343564287383192 1.3914382567499328 -0.18837202863290645 1.0000000180025095e-35 -0.63800351007580935 1.0000000180025095e-35 1.8828081291110934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 15 4 5 -2 7 8 -5 10 11 12 -7 -1 16 -3 -12 18 19 21 -21 -6 -22 26 25 -25 -14 -13 29 -9
right_child=1 2 -4 6 17 9 -8 28 -10 -11 14 27 23 -15 -16 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.2608218837921287e-05 -0.0012914833692252107 0.00060629658968879582 0.0010810766693187058 0.000277930211840004 -0.00039893668291974231 0.0054014001904456269 -0.00061214384518651962 -0.00010717529825493634 -7.659543507480723e-05 -0.0013773815104059805 -0.0013782240901665695 -0.0015372662596026315 -0.0012096794178047521 0.00058032350732689902 -0.00092477490690325904 -0.00093162339457541566 0.00077039378040843218 0.00076896479924437545 0.00025468521211792256 -3.1806060734267026e-06 0.0005283997698166304 0.0018600998954252375 0.0035502845640233423 0.00080250410036260527 0.0027834783044794185 -0.0017002521094501707 -0.00028995417818500243 0.00089406500177023878 -0.0005707410495330898 0.0017274687144872485
leaf_count=12551 20676 2033 5800 58040 48569 138 11101 28178 54890 6783 1005 997 19843 17008 2166 3083 6916 4018 16712 8522 850 602 501 1438 470 1163 5644 2941 18172 1121
internal_value=0 -0.0223074 0.106439 -0.0276688 -0.0624392 -0.135681 -0.00386167 0.00422515 0.0254362 -0.0986416 -0.074537 -0.13065 -0.166952 0.0643108 0.0605935 -0.0596326 0.124197 -0.0188095 -0.0298585 -0.0559938 0.0598852 -0.0814373 0.383719 -0.174009 0.0583281 -0.0501334 -0.20841 0.0917431 -0.0497577 -0.00810979
internal_count=361931 332372 10916 321456 149954 70180 171502 160401 112930 49504 42721 32634 28696 29559 10087 5116 7921 79774 75756 59044 9873 49171 1351 28558 3071 2601 25487 3938 47471 29299
shrinkage=0.00446426


Tree=1245
num_leaves=31
num_cat=0
split_feature=50 56 644 1470 426 799 354 846 1454 1467 984 69 1454 1442 1237 1453 18 1450 1118 843 1454 212 773 809 1469 1430 1468 762 251 794
split_gain=42.507 73.7653 41.2203 38.9369 39.5973 39.9685 33.7254 33.1921 34.0734 32.8193 31.1756 30.2147 30.1406 29.8995 29.5242 30.0911 29.2445 37.785 29.0164 28.5738 28.5292 32.7881 28.8859 37.9 28.6206 34.4625 28.2687 27.9626 27.6672 27.4748
threshold=0.55630078546380823 1.0000000180025095e-35 -0.34929633066952553 -1.3782462404802098 -0.54236762220418122 -0.58454210970522613 -0.51451729680345193 -0.56343134083626267 1.0692506903199488 3.8567296589757825 0.82210659373771711 2.7571909446372049 -0.98478334500156417 -1.2625182715263061 2.7160587941022891 1.1632792557058573 -0.25014513511227293 -0.40458312552186665 -1.1182804671964317 2.0432904141844479 -0.91909735138557946 -0.83902142457687512 -0.27200786046140574 1.6518864604429058 -0.016280325351207395 1.4660437873930479 1.0056208477415762 -1.6303286184201851 0.88512648518100678 2.2041218380651819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -3 6 18 -5 -7 16 10 11 14 26 -1 15 29 17 -9 -6 -15 21 -14 24 -24 25 -22 -2 -26 -17 -4
right_child=12 3 9 4 5 7 -8 8 -10 -11 -12 -13 20 19 -16 28 -18 -19 -20 -21 22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00059872580397266647 -0.0016836138582472578 -0.0023001874396008995 -0.00053987745321334383 7.7833122750883458e-05 -0.00085505753592242818 0.00032047991421424481 -0.00036777322561471073 -0.00015212854172474394 -0.00055622432348587558 0.0013913160282624367 -0.0010668954179603948 0.0010844888221907877 -0.0011646573557570709 -6.9682924423808458e-05 -0.0016271240826186575 -5.9074132308082124e-05 -0.00016461587427759935 0.00051413304784957072 0.00055093546553902748 0.0011323142576960196 0.00034331068635506544 0.0015472634142329083 8.6623591051481589e-05 -0.00048848127779738972 -0.0014793874283758615 0.0013258048091339119 0.0026732447395260463 8.4393140193436412e-05 0.0017026651257850416 0.00055107182895590629
leaf_count=11258 1181 473 45231 22130 1177 19933 33485 10207 7857 662 10261 1183 436 43719 2858 3982 29414 13373 16061 1410 17452 1685 37755 9230 1064 2454 109 12797 811 2283
internal_value=0 -0.0283612 -0.0768202 0.00172171 0.00378176 0.0285702 -0.0475589 0.00823329 -0.0171408 -0.12333 -0.130322 -0.108336 0.0279247 -0.0310914 -0.117645 -0.105819 0.00332913 0.0597029 0.122233 -0.00681827 0.0325885 0.281623 0.0262316 -0.00763195 0.0747738 0.125443 -0.326024 -0.00344721 0.0756502 -0.127155
internal_count=361931 277768 123658 154110 153637 98022 55615 80784 60851 67271 66609 56348 84163 56387 55165 52307 52994 23580 17238 45129 82873 2121 80752 46985 33767 19906 1290 13861 4793 47514
shrinkage=0.0038102


Tree=1246
num_leaves=31
num_cat=0
split_feature=1431 667 405 1453 1238 556 407 1452 1465 1459 1459 1450 1458 1458 1453 1463 1454 1467 1465 1465 1469 1452 1463 1454 1452 1449 21 1455 1457 1465
split_gain=41.548 42.302 38.1249 37.5135 37.2967 35.9458 33.8963 32.0289 78.4794 60.766 84.0495 70.0076 57.9593 56.8195 67.2739 78.1384 78.9454 54.0841 52.07 54.6261 52.0896 94.1461 55.8273 52.0193 51.9227 52.3763 61.0625 52.275 53.2308 66.9242
threshold=1.0000000180025095e-35 2.8959165655566772 1.0000000180025095e-35 1.3493607039916962 -0.40677623306953564 -0.265526978028157 -0.68422620775809573 -0.58911782507014421 -0.58331477857565561 -0.16909159747159788 0.84568063206599431 -0.46548562301985819 -0.32317932039917258 -0.46589091170928792 0.090414289886247015 0.017504712771633606 -0.82542789839051101 0.088123403051910257 -0.19343653664292135 1.0000000180025095e-35 -0.84637363804435373 1.2421253483605348 1.0721461608681548 0.17628833089535448 0.90005214643023135 -0.351202439492452 2.8914116612721714 0.18591537335404937 0.25709782380710205 1.661392035409482
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 6 -6 -2 8 9 -1 11 -11 -13 14 15 16 17 -10 20 -20 -9 -22 -23 -17 27 26 -26 28 29 -21
right_child=1 -3 -4 -5 5 -7 -8 18 13 10 -12 12 -14 -15 -16 23 -18 -19 19 24 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010182563890878203 -0.00029928556834756242 -0.0017142382481399917 -0.00056770551257372722 0.0003737796793848378 -9.4382923600763691e-05 -0.00054174163877948817 0.00014061826019725961 0.00016344425132152851 0.002358964830007841 -0.0017819260719170165 0.0010289794985230095 -0.0015782645276508098 0.00067753659839715817 -0.00024876927909867888 -0.00044631781982646773 0.0019636199921262867 -0.00031629384203092306 -0.0013432698194024201 0.00049496993798151933 1.2255412248504051e-05 -0.00020578781837398842 -0.0016907498436214614 0.00064489712143394684 -0.00071042865712149029 0.0011927158426190162 5.91576566578117e-05 -0.004423592921853816 0.00022788716082053275 -0.00087116909259511743 -0.0015818627044130189
leaf_count=9741 19118 2224 18366 9305 26822 30098 33625 19405 1411 1812 3462 1162 2862 26099 4613 3249 5217 343 17515 19786 59066 5381 744 543 4578 9006 116 15411 8819 2032
internal_value=0 -0.0460208 -0.0419881 -0.0283594 -0.0414955 -0.0875866 -0.000238873 0.00538448 0.048591 0.163645 0.0372925 -0.13538 0.0327734 -0.00649454 0.101569 0.198349 0.0518884 0.46849 -0.0112746 0.0294478 -0.0510889 -0.0842914 -0.373071 0.445991 -0.0022895 0.111343 0.293597 -0.0394952 -0.0943689 -0.0348843
internal_count=361931 139558 137334 118968 109663 56920 52743 222373 60514 19039 9298 5836 4024 41475 15376 10763 6971 1754 161859 77263 84596 65191 6125 3792 59748 13700 4694 46048 30637 21818
shrinkage=0.00359044


Tree=1247
num_leaves=31
num_cat=0
split_feature=1464 281 227 1457 1168 1454 1452 1466 1464 1357 1468 1463 1461 1464 1454 1459 1457 691 1451 1459 1450 1462 1466 1466 1461 1450 1180 1454 1457 1457
split_gain=40.593 47.1301 47.3173 45.5701 49.3786 40.5521 38.9613 51.8153 44.0374 36.3369 36.5768 35.4871 47.5675 43.3297 39.5854 34.7866 34.2216 33.5859 33.3308 45.4581 39.5415 35.1144 38.9551 33.1983 32.3968 32.2687 31.7582 36.277 44.4609 46.4209
threshold=1.5993600128483978 -0.51683025384530856 1.0193213537740753 0.68635126017805159 2.6997453631122013 -0.12591398429191614 0.039474337618497217 1.2962903438419942 1.9500656699900734 1.3962008022525787 3.2937191260639342 0.010126804471103772 2.8731308545368139 1.2889961725844452 2.6579444067051354 1.6998021173033007 -0.40593421939817159 0.11682074345248079 0.25091737626799537 -0.23672275088034492 -0.51349748097923831 2.7874438589925088 0.08475042636293445 0.75790975975436059 3.2413757995883876 0.012060353443152053 0.8755115784625046 -0.12591398429191614 1.4942246234200935 2.0036930653714298
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 9 6 7 8 15 10 -3 -5 14 -14 26 -2 18 -1 20 24 -7 22 -22 -8 -20 -25 27 28 -13 -30
right_child=5 3 -4 11 -6 16 23 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-4.4646913462352152e-05 0.0023289130988260274 1.8100875949918197e-05 -0.0007483275235371119 4.7329097931109064e-05 -0.0008057412943818311 -0.00017207972082964999 -0.00037594512961289288 -0.0043330502333257933 -0.0016818287067033031 -0.00049829092066166374 -0.0012420202201486297 0.00081660421480741314 0.0041389370668772256 -0.0040788719028278034 -0.0011375802824991335 -0.0028427558876661799 0.00016046936261771989 -0.00043941956753193001 0.0020401736232139975 -0.00032261189065686428 0.00063556427578409242 0.005341988659827223 0.0027546257148646416 0.0037216215759418142 -0.0023293909332002777 -0.00053332962043991594 -0.00031251813393591733 0.00042525113819978378 0.0043186162683773958 0.0012610135708786261
leaf_count=62756 540 167075 16061 20828 9861 832 1358 491 1695 15715 1894 3027 380 50 971 155 10516 30543 1221 2598 1253 162 1194 335 137 217 2463 6192 607 804
internal_value=0 -0.0187575 -0.0599704 -0.000900899 -0.0149661 0.0772419 -0.122588 -0.322027 -0.168778 -0.00780699 0.000931666 0.0716091 0.153216 0.803366 0.129407 0.306986 0.120145 -0.0404337 0.229374 0.0933535 0.377733 0.496822 0.427624 0.11108 0.398051 0.533675 0.161918 0.210249 0.361323 0.658931
internal_count=361931 339227 109360 229867 194545 22704 4791 2881 2390 184684 168969 35322 14494 430 14064 695 17913 93299 7397 3956 3441 2609 2447 1910 1358 552 13093 10630 4438 1411
shrinkage=0.00404341


Tree=1248
num_leaves=31
num_cat=0
split_feature=785 728 1080 557 712 578 1246 652 750 647 590 497 376 720 588 930 507 980 570 15 11 996 791 927 1046 471 272 1323 1145 1444
split_gain=129.574 109.181 67.6183 62.0191 61.6348 48.6445 48.3204 45.265 43.6141 43.0686 118.774 41.3531 46.3733 42.4349 52.9343 51.4676 44.0273 41.4115 40.5949 40.0662 42.0734 39.6565 39.5548 38.32 41.762 37.0921 36.6149 36.3696 36.0047 35.6623
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 -0.35952260062872804 -0.63779424894106762 -0.87905496296652397 -0.064456036560907717 -0.98896428961744431 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.461728259125324 1.2189113891555967 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 1.0941628986121894 -0.90914988908073269 -0.4998781572545779 1.5345964658009021 -0.92441224859975035 1.0565563832172893 1.0000000180025095e-35 1.0483613175537825 -1.4186728844878853 2.9395468797111257 1.6568181847307961 2.7795285780820378 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 -6 -2 -5 -8 10 -3 13 21 16 15 -15 17 -9 19 28 -21 -13 -17 24 -7 -4 -26 -19 29 -11
right_child=1 9 25 7 5 23 8 11 -10 18 -12 12 -14 14 -16 22 -18 27 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00017167405408801182 -4.218661171404375e-05 -0.0001186231753153644 0.0001329346970103904 6.424439932788279e-05 0.00028645941243857464 -0.00033955611109116223 -0.00010556966147460868 -0.00017694392905208401 -0.0003056656461727621 7.0509528197889104e-06 0.00046240041498706919 6.9788721099104951e-05 0.00033715177223061013 -0.00013214709261108831 0.00012958246628987303 -6.8448676698112482e-05 0.00019864344881002696 1.7436487196501265e-05 -0.00015235938342005574 0.0019414107409585879 0.00014433692434545099 -0.00025333074244052514 4.7288708780514259e-05 0.00025719054982931838 7.8499214996823481e-05 -0.0007720171272043168 -0.00019429322038575194 0.00057712340959703914 -0.00018096663635942678 -0.00021480377673795185
leaf_count=3225 53687 4821 7801 18849 3439 845 31437 4529 5833 14892 1384 7513 1548 31017 3752 31536 3537 16645 61493 38 2122 1190 13097 2829 17584 135 1637 331 11199 3986
internal_value=0 -0.0623605 -0.0383359 -0.0460417 0.0836777 0.115037 -0.0923657 -0.016978 -0.158826 -0.133001 0.0504742 -0.0337596 0.0874288 -0.0479378 -0.0730098 -0.0870414 0.0306142 -0.00931057 -0.147378 -0.0774589 0.224217 0.0305722 -0.0418999 0.0807581 0.0496151 0.144451 0.0689381 0.0364434 -0.102225 -0.0408499
internal_count=361931 332372 232437 224501 29559 26334 90957 133544 37270 99935 6205 114695 10251 104444 79402 75650 25042 21505 93730 32237 2160 8703 44633 22895 20066 7936 19221 16976 30077 18878
shrinkage=0.000820348


Tree=1249
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 789 807 484 755 980 817 852 944 1089 597 853 608 194 60 1085 444 553 73 276 566 350 1470 1383 1450 982 473 815
split_gain=40.7157 84.2965 62.3237 38.153 39.1905 37.1583 34.3606 34.7672 37.1433 39.5987 35.3254 33.9962 32.9977 32.8334 31.1048 31.0162 38.2654 31.3769 31.0118 30.4522 30.101 30.2617 29.7775 29.5158 29.5154 29.4559 31.3309 29.5721 31.5377 28.3681
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 1.1248358748350926 3.5737384174799574 0.86097350900685499 1.8349057301109672 1.5301361205162765 -0.5605470670690903 1.0000000180025095e-35 0.53713281317862982 1.0000000180025095e-35 3.1596628491584919 1.0000000180025095e-35 1.0000000180025095e-35 0.58307762070518543 1.0000000180025095e-35 1.0000000180025095e-35 1.0617732612454149 1.8228118886820381 1.2643896898898246 -1.8826040932101251 0.48760225212587333 -0.46893814160688857 -1.3664195657027294 0.47067533102199705 5.0246054876517006 3.5955928533842081 0.77164584159373273 0.67237773758774566
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 4 5 6 7 8 9 20 11 14 15 -4 19 16 25 24 -5 -10 21 -2 -9 -7 -17 26 27 28 -3 -1
right_child=3 12 13 18 -6 23 -8 22 10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00022807176682476655 -0.0023737824373885131 -7.8136175899125925e-05 -0.00070275274902988441 -0.00016174599505938347 -0.0014829261993513211 -0.00059824722315562917 -0.00037064185110656799 3.3947119374638564e-05 -0.00041161678040302563 0.000730758974797503 0.00044395830753289346 0.00017695099160872533 0.0017585176204485914 -0.00027348416875884159 5.71263751576972e-05 -0.0032775479614904342 -0.00070151444948344578 -0.00050769878700050372 -0.0010291414835174662 -0.0022873165594482227 -0.00062921234798472728 0.0003332954351565628 -0.00083088434227793922 -1.1983777568565715e-05 0.00036665288539923947 0.00028700330242222336 0.0028726389804241753 0.0035031372372360918 -0.00070080309330525605 0.002062298966420606
leaf_count=3654 313 32935 41110 20088 1283 10299 11550 7898 13873 13879 15870 35961 606 29427 14281 134 9260 3181 3250 843 2693 22159 3813 19772 19947 14611 185 141 8418 497
internal_value=0 -0.0411109 -0.10986 0.0082661 0.0194344 0.0220817 0.0360256 0.0445466 0.0555652 0.108069 0.0278729 0.00465638 0.0018312 -0.133765 -0.0550757 -0.00217256 -0.0300824 0.0615969 -0.0766567 -0.134641 0.0567997 0.0808204 -0.067949 -0.0533516 0.0915417 -0.0100665 -0.0415799 -0.0464764 -0.0503055 0.127621
internal_count=361931 164106 74688 197825 174487 173204 143133 131583 119872 39044 80828 64958 89418 70537 28997 88812 65550 23262 23338 14716 25165 22472 11711 30071 20081 56290 41679 41494 41353 4151
shrinkage=0.00373549


Tree=1250
num_leaves=31
num_cat=0
split_feature=785 519 181 727 588 728 869 803 382 1442 926 579 727 575 667 666 609 1080 791 712 813 813 803 1030 294 672 911 694 263 507
split_gain=133.54 96.48 90.7149 87.9269 81.4614 68.3246 95.2623 72.4768 64.2255 59.1544 56.4386 54.2878 53.9769 48.7982 42.7131 42.664 67.8527 42.4168 41.0856 62.5276 46.4755 40.7809 38.7518 38.3312 37.6739 37.2799 36.9544 35.6213 34.9042 33.72
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.682906484622256 0.71188872395471614 -0.49008176997875957 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 -1.2625182715263061 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.45873907618427312 1.6285028476148826 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.304868341751126 2.1641256470006294 4.1943791076760144 0.99422031274767553 0.92159612535094959 -0.65546635319905777 0.77693903076620996 1.7728219641349714 1.0000000180025095e-35 1.0941628986121894
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 5 -3 8 11 7 9 13 -7 17 27 -1 -5 -8 22 -17 18 21 -20 -21 -11 -9 -14 -4 -15 -6 -2 -12 -13
right_child=1 3 24 4 26 6 14 15 -10 10 28 29 23 25 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.4221549420150377e-05 1.2373624448775681e-05 -0.00018298438199186405 -0.00011166789347807238 -2.156436457443694e-05 0.00041224616939887607 -0.00013316584824526329 -8.6649181676116008e-05 -2.339318034894249e-05 -7.5560056942976188e-05 -5.314743793880526e-05 -0.00014977057493683124 6.1723472821500938e-05 0.00015526181037844717 3.3933027858964893e-05 -0.00018981690091087516 0.00036524468357461231 -0.0006057458029479735 0.00018363580881558406 -9.3550760539746561e-05 0.00017307851369000851 -0.00014644209236377203 0.0001796174830582555 0.00059921622166785114 -0.00018673884305433542 -0.00025448085098011978 0.00035818537765354002 2.0859735984314859e-05 -0.00011590376052855146 -3.6303907804950855e-05 0.00028459855712414901
leaf_count=12551 19791 3763 55516 2917 2790 25666 38686 4034 6679 39102 19442 12903 16011 1382 27550 2546 221 3237 6410 9751 1567 2319 291 997 10426 3131 856 11099 18109 2188
internal_value=0 -0.0641125 -0.0755195 0.0670163 0.125738 -0.0574703 -0.0764025 -0.0442902 0.0543338 -0.0574013 -0.0354786 0.0163084 0.0840134 0.183946 -0.152611 0.157557 0.352562 0.00206176 -0.0117045 0.074422 0.159688 -0.0481734 0.0265808 0.163262 -0.160219 0.313257 0.391489 -0.0370447 -0.106155 0.118174
internal_count=361931 332372 310854 21518 17755 244912 198931 132695 14109 125603 99937 45981 29559 7430 66236 7092 2767 62386 59149 17728 11318 41421 4325 17008 65942 4513 3646 30890 37551 15091
shrinkage=0.000820348


Tree=1251
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 712 921 578 726 388 647 590 890 795 519 268 981 1237 927 272 714 854 382 618 1002 545 570 1421 1453 281
split_gain=124.759 96.244 67.1211 62.1971 61.8317 58.4528 52.3123 43.8206 42.9292 41.3225 41.8141 99.2469 39.7406 39.2712 44.9341 67.9746 41.5423 38.5325 36.7098 37.369 36.3619 38.2479 35.8074 35.0071 33.6481 33.4322 33.0341 33.7517 32.8657 33.0968
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0525743831388839 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.0182342416987082 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.7060327193526743 1.4298092310842805 1.0483613175537825 1.6568181847307961 1.0000000180025095e-35 -0.87473648844905705 1.0000000180025095e-35 -1.4147875658213491 0.69854289147193727 1.1137036782212404 -0.48460852809644533 1.0107116206971127 0.51954049301251548 -0.48485357901650905
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 12 -1 28 -7 -8 10 11 -3 -2 14 23 22 -15 18 19 20 21 -9 -16 -5 -10 -23 27 -12 29 -4
right_child=1 9 6 13 -6 7 8 17 24 -11 26 -13 -14 16 15 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015983977441095667 -0.00029881563302444549 -8.400534042700876e-05 -0.00011123115172811676 -0.000119425485247027 -4.3433789722190788e-05 0.00026502871982188601 -0.00011869930730047474 0.00033883907759252411 0.00025579235308707755 -0.00019168497178141797 -2.2498494273821549e-05 0.00046126013192598095 -0.0001184736799092351 -9.0408571953229602e-05 0.0003212643747890818 -7.4920511678841503e-05 0.0001388510170479133 -0.00017365383562196226 0.000269850565175467 -0.00019657296035713789 0.00013717619520580028 -2.5876109286109138e-05 8.012458034519457e-05 -1.2496187168074721e-07 -7.3287937342195932e-05 -0.00048514732608627138 -0.00012559542241960737 -0.00027364365248715074 9.954275293693653e-05 1.4862394771214649e-05
leaf_count=3225 9953 3918 9434 10102 45923 3439 1345 640 5292 20295 24026 1190 31414 26904 3057 3680 2092 1734 2638 1501 11096 4826 3000 54166 958 460 48137 2369 7226 17891
internal_value=0 -0.0602769 -0.0377402 -0.0561354 -0.104577 0.0829926 0.0382865 0.11347 0.191302 -0.126721 -0.10491 0.0898017 -0.184041 -0.02291 0.00263822 0.129344 -0.0899693 0.0810234 0.105183 0.0735865 0.100347 -0.0233141 0.255843 -0.0187273 0.260941 -0.0799577 -0.120574 -0.0533221 0.00172297 -0.03325
internal_count=361931 332372 232437 190291 87290 29559 42146 26334 7595 99935 79640 5108 41367 103001 74005 9737 28996 22895 21161 18523 17022 5926 6057 64268 6250 5286 74532 26395 34551 27325
shrinkage=0.000788493


Tree=1252
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 1027 585 852 657 1307 647 590 570 15 11 1145 1444 1151 52 211 635 50 785 636 207 984 1032 833 513 363
split_gain=41.7899 41.25 43.3959 35.4439 43.3636 35.1272 38.2654 35.063 34.3027 33.434 32.1972 98.7805 35.2557 32.4282 43.6536 32.0052 32.3425 31.9918 39.051 33.7559 31.9813 30.6205 30.4466 29.9853 29.9048 30.0678 29.6082 29.1884 29.1843 27.8407
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 2.2603408215975165 1.3390041783085433 -0.87782724458594241 0.58895901036483078 -0.4998781572545779 1.5345964658009021 -0.92441224859975035 1.0000000180025095e-35 1.0000000180025095e-35 2.4190504380954585 1.0000000180025095e-35 -0.29302955670201575 -1.0400411975100645 1.4829784501753427 2.9970139449733542 2.4129057422810987 -0.056979058706651924 -0.7699183175737575 0.95279440661678749 1.5919315457291203 1.0454229551509682 5.392186836311085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 17 6 -1 8 27 -9 11 -3 13 15 -15 16 -12 19 -19 -2 -21 23 24 -14 25 29 -22 -4 -24 -5
right_child=1 10 7 22 -6 -7 -8 9 -10 -11 12 -13 21 14 -16 -17 -18 18 -20 20 26 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079827372883381422 -0.00026918969640719431 -0.00033921545495838642 8.7333034041713498e-05 0.00031972009341254306 -6.482177254695346e-05 -0.00022001952088081093 9.6970063347122119e-05 0.00092792508993708395 -0.0010376110082638769 -0.0007940135886299641 0.00027982497514349169 0.0021973321435782385 -0.00054750858602973108 0.0096159460284786918 0.00083370375673078381 -0.00058086275779598386 -0.00074734116626089123 -0.00018933393185782181 0.0027038822570501064 -0.002157999686380788 -0.00049554878756514912 0.00021530347291964108 0.0003306468156423297 0.0016128816209855477 0.00013797286743195183 -0.00023197947623722313 -0.0015246439308541156 0.00097393400419580373 0.0019578197020095932 0.0077553591967170965
leaf_count=9739 18449 4821 30451 7211 45923 8294 11526 6196 1659 1022 14892 1384 56011 38 2122 11199 3986 1416 543 3299 13651 4905 3634 577 45763 45475 4009 2818 876 42
internal_value=0 -0.0209235 -0.00607039 -0.0210937 -0.058384 0.0633202 0.10836 0.0557362 0.0265694 0.187282 -0.0654939 0.0955374 -0.0783316 -0.0117248 0.265054 -0.0345905 0.0242782 -0.126833 0.171529 -0.145477 -0.227303 -0.115026 0.00418717 -0.134344 -0.00362633 -0.0392688 -0.189946 0.0421911 0.178095 0.0919443
internal_count=361931 332372 232437 190291 87290 29559 21265 42146 34928 7218 99935 6205 93730 32237 2160 30077 18878 41367 1959 39408 20959 61493 103001 56588 98491 52728 17660 33269 4510 7253
shrinkage=0.0038864


Tree=1253
num_leaves=31
num_cat=0
split_feature=50 194 608 0 461 728 1450 694 464 1023 1449 1037 557 903 685 844 1389 970 1392 1110 672 816 699 1184 835 1185 1382 1319 705 917
split_gain=41.6251 73.3596 36.1801 32.7 40.9433 31.6675 49.8263 40.4284 35.8587 36.0839 33.6442 31.5569 30.7097 30.6794 29.4511 29.6296 29.3181 28.9845 28.7064 30.0161 28.5386 36.3989 29.651 28.9363 29.9282 27.9451 30.966 27.7278 27.57 26.6715
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66665475971017707 -0.076481741663702904 1.0000000180025095e-35 -0.49008176997875957 5.5426090097491345 1.7728219641349714 1.0000000180025095e-35 5.5066796363144226 3.6725314242296441 -0.52571968115434975 -0.90800616672965218 -0.47448057729849519 0.58104764358843186 -1.420672502492778 2.7528995281338289 2.3486980163114999 3.0243454669273118 -0.1109191810653485 -0.65546635319905777 0.98567350059335823 -2.0107363593354477 0.2033904031513088 -1.2121061956030001 -0.9548484655694226 -1.5483957297857516 -1.1636675201312683 1.4811233430041424 -0.64035754648245924
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 7 8 -1 9 10 11 -7 -5 -12 15 17 -9 -3 29 -20 22 -22 -17 24 -23 -4 -27 -10 -13 -6
right_child=3 14 25 12 18 6 -8 16 27 -11 13 28 -14 -15 -16 20 -18 -19 19 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00029448739237209485 -0.0002841973555023162 -0.0011737222051165688 -0.0029070177331194606 -0.0002724385938287884 0.00039072322578329386 -0.0014414881112770109 0.0048692809631058244 -0.0011675472618921749 -0.0018677657075405498 0.0041203786365439218 0.0055205671205302833 -0.00078257521027890072 0.00022460021298433791 -0.00031782075032625552 -0.0004700154964262179 0.0053315548031648407 0.0059706059361421772 0.0032969096373166589 -3.5585195710428304e-05 0.0043909776043701831 8.9573026580874482e-05 0.0037734436888466919 -0.00019814963175527966 0.0013299265805254313 0.00011986203327433861 0.0082387744361201685 0.00090577642988633438 2.8986885142033386e-05 0.00082149843045213611 -5.8594110385675754e-05
leaf_count=8957 47999 3030 242 13771 15570 14363 120 4295 1240 103 159 31692 78065 219 13308 67 72 157 258 231 43748 153 22414 3314 4145 61 1861 9482 1347 41488
internal_value=0 -0.0418757 -0.111089 0.00816028 -0.0189019 -0.123399 -0.153835 -0.0141427 -0.158936 -0.197102 -0.202481 -0.210786 0.0379226 0.511371 -0.00423257 0.0107898 -0.2457 -0.223784 0.0206714 0.532596 0.0186835 0.0487373 -0.0426564 0.176385 0.0637708 0.185202 0.265801 -0.0323055 -0.168131 0.0158895
internal_count=361931 164549 74213 197382 105546 72049 58725 13324 58605 47883 47780 47402 91836 378 90336 77028 4367 3187 57547 489 73841 51360 22481 7612 4298 2164 1922 10722 33039 57058
shrinkage=0.00420677


Tree=1254
num_leaves=31
num_cat=0
split_feature=1371 652 46 1463 484 561 1467 54 1467 557 760 21 1454 352 263 590 1051 773 740 200 795 1235 1431 1325 302 560 1465 487 1253 77
split_gain=41.161 41.2834 40.9641 41.0627 35.4762 36.4048 33.5047 33.0014 34.9988 37.3478 35.7178 32.83 40.9656 33.6288 32.6031 32.3504 31.8698 31.3144 30.6435 33.9553 29.8899 29.9037 29.8291 32.1325 29.7873 28.6314 28.2962 27.6639 28.0259 30.1977
threshold=1.0000000180025095e-35 -0.98896428961744431 1.0000000180025095e-35 5.6853485453425652 0.15553646991596595 -0.84624717574593622 4.0242090356330973 -0.42445565733332025 1.4133641467104867 1.6754309199775992 -0.39916553323590315 -1.6471741456694959 -0.2363894608792538 1.9150171986514464 0.66115833724634121 -0.67541201360492764 3.5926503781727646 1.0697711959540106 1.0000000180025095e-35 -0.97734522064874174 -0.29258408639884992 1.1753929839372763 -0.69841165295377261 1.0092937221351934 1.0000000180025095e-35 1.872806888455649 2.6851373032125321 -0.20366294722178005 -0.95267754870203158 2.9099064166536119
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 7 4 5 -4 11 17 9 10 25 12 -6 24 16 -1 27 -3 19 -2 21 -17 23 -20 -13 -9 -19 28 -7 -30
right_child=18 2 3 -5 6 14 -8 8 -10 -11 -12 13 -14 -15 -16 20 -18 26 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00083230461133633688 -0.0014186941273190902 -4.4686313298949445e-05 0.00030073811376120704 0.003123011613181148 -0.0013882073243317301 -0.0009785349796610724 0.0027689944508861807 0.0003939763803499464 0.00072000901232153851 -0.00058646387150434901 -3.2652093271247251e-05 -0.00030038615208472348 0.0026532638052842949 -0.0020684886573474541 0.00021910185013842832 0.00051423805274373731 0.0040217058969959701 -0.00067726560540584885 0.00063983842428078812 -0.00040967842218941295 -0.00013082786622762449 -0.00098440244406924719 -0.00033856242151377732 -0.0011019663546084791 -0.00099013480392061448 -0.00070331250972656347 0.0016819921142149153 -0.00067126579465588709 -4.563899924890597e-05 0.004222912943559658
leaf_count=6668 7191 59538 14912 277 575 3798 254 36331 7244 6632 51381 18867 690 1963 9644 15574 136 10398 6128 16104 16277 1210 17809 1085 10958 1946 358 19712 18153 118
internal_value=0 -0.00297321 -0.0133355 -0.0528801 -0.055779 -0.0259781 -0.124103 0.00636203 0.0314052 0.0197961 0.0316329 -0.132063 0.283362 -0.147147 -0.0563203 0.0624203 -0.0884085 -0.0311768 -0.0801566 -0.153513 0.0345696 0.0994865 -0.026554 0.0927281 -0.128377 0.0813874 -0.140762 -0.0925827 -0.0374555 -0.0024313
internal_count=361931 313614 273885 100057 99780 66473 33307 173828 103534 96290 89658 33053 1265 31788 51561 39729 41917 70294 48317 23295 33061 16784 25022 7213 29825 38277 10756 41781 22069 18271
shrinkage=0.00412428


Tree=1255
num_leaves=31
num_cat=0
split_feature=871 1145 56 970 1044 462 1358 785 958 728 1098 488 1323 1453 675 1095 1456 1469 1043 828 672 125 906 719 909 248 947 326 909 255
split_gain=40.0724 40.352 40.5393 40.2469 35.5584 34.8893 32.3956 31.978 34.3187 32.8238 31.3814 29.871 28.1926 27.6518 29.9641 30.1418 28.7165 32.101 27.4087 28.6772 26.883 33.8378 32.597 31.8513 66.378 32.7943 29.897 29.8279 27.6842 34.3862
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.58160213896575708 -0.54273166462149181 0.56586363018829544 3.5900732819318715 0.48172645892998917 -0.86283290253235112 1.313041538630376 -0.49008176997875957 1.0000000180025095e-35 -0.80972361896353939 -0.54907382359205403 1.2041679343814773 2.1576879949891059 1.0000000180025095e-35 3.742879312526544 -0.60639405475391805 1.6719132992272792 1.5818454800959076 -0.65546635319905777 1.5320262332576917 0.80836495541231057 1.0000000180025095e-35 1.1931313464990148 1.0000000180025095e-35 1.641280574724302 1.6390506412245707 2.3478256693245414 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 11 12 9 20 -1 -10 -5 -4 14 15 -2 -15 -18 19 -11 26 22 23 24 25 -22 -9 -24 29 -25
right_child=13 2 6 4 -6 -7 -8 8 10 18 -12 -13 -14 16 -16 -17 17 -19 -20 -21 21 -23 27 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00079086244918848126 -0.00033192011812230044 3.4764470507984091e-06 -0.0005405446876622569 -0.0010297511615906104 -0.0010496127010122126 -0.0045967392341039193 0.00092267269038477455 -0.00010335311297816164 0.00078247263354545285 0.00065341792729166294 -0.00020692241577974932 -0.00017826296311212439 0.0003021417584686533 0.0002227563312513136 0.0010066455758446313 -0.0011390009777804747 0.00084740319623693874 0.0088585488763537543 0.0022520640891999948 -0.0009011676688410544 0.00066472557391642091 0.00068427316942217518 -0.00046557529651257353 5.5599970330333509e-06 -0.00066178754984112689 4.2555206033276711e-05 -0.00086031159058760345 0.00096753913942374209 0.001211745278102814 -0.00081148224582518842
leaf_count=1797 54911 28870 6629 6597 12960 295 4546 47451 10869 13151 5180 29865 9933 6153 1482 9090 129 66 1019 1244 23603 7556 19639 23099 6162 13070 5104 1455 1552 8454
internal_value=0 -0.000472001 -0.0392258 -0.0661998 -0.109819 -0.0745073 0.0428728 0.0176535 0.00837699 0.105727 0.107386 -0.0687265 -0.00191991 -0.0657847 -0.0827104 -0.0925153 0.0796867 0.877083 0.137225 0.114342 -0.00141173 0.0201235 0.00757008 0.0284611 0.0654818 0.0999146 -0.0401505 -0.0750354 -0.0286066 -0.0444419
internal_count=361931 290100 99695 78587 49717 36757 21108 190405 173194 17211 16049 36462 16562 71831 65483 64001 6348 195 15414 14395 157145 104590 97034 75940 42835 36673 52555 21094 33105 31553
shrinkage=0.00455354


Tree=1256
num_leaves=31
num_cat=0
split_feature=1431 1454 21 1462 760 967 1458 207 1010 146 428 1436 1262 705 915 714 397 201 280 1030 649 669 555 1191 912 557 1450 1426 720 954
split_gain=39.4075 39.6311 39.8794 43.8972 40.7814 41.2847 48.7403 43.898 37.9301 35.7766 36.5419 33.8428 36.1628 33.6226 39.6566 30.019 29.6307 29.1162 29.0086 29.573 36.7035 31.2669 28.8973 28.3239 29.1576 28.6878 27.919 29.2871 27.9042 30.5617
threshold=1.8641952677858011 -1.0640499357927207 -3.2545899522946695 0.64216061943476632 2.1043850152465517 0.17355941391713439 2.6054386111478895 -0.034716748737055429 3.0713252103476614 2.0556245044164494 -1.0699309532947014 0.60428344764309971 4.2650547548666031 1.4125972960924511 1.5282045107788702 1.0000000180025095e-35 2.2339734547264651 -0.35680864956703257 1.5208554907548109 2.7042904249467168 0.85789485202400184 1.928124422798789 -0.44892272233114283 -0.41019574467235437 -0.087727754868506952 -0.83646483202083599 -0.59700472168322827 1.0000000180025095e-35 -1.0766812576247231 1.6276177283287072
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 7 -7 9 10 23 26 -13 18 15 -15 -2 -11 19 20 21 -12 -23 25 -25 -4 -9 -28 -10 -30
right_child=16 2 4 -5 -6 6 -8 11 28 17 13 12 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0027774804076253993 -0.0006445928077091895 -0.0047105353037335037 -0.00078206697870204377 0.0027174700498093425 -0.00058393520244310942 -0.00041062520465468563 0.0010806637874910044 -0.00059606205657984331 -0.00073979196855493759 4.9794544548709786e-05 6.0112103991620114e-05 0.00046660662958968686 0.0082708689125671562 -0.0038856651356228484 -0.0019116067475430894 0.00073374775280812539 0.0017934929286673462 0.0010360937990154112 -0.00042180336410659513 -0.00063753024566862041 0.00051875361322315709 -0.0016213197998638368 -0.00020953444310208886 -0.00027459444038256447 -0.0013236514288949678 0.00030635897706932384 0.0002845330594105023 -0.00041131562881756279 0.001625434077644664 -0.0018867130788932799
leaf_count=570 16114 67 3833 619 13501 52457 2239 9557 520 4233 145792 8626 41 152 613 9472 641 4806 12958 6895 14213 2129 4352 6701 5273 7931 14873 10152 2407 194
internal_value=0 -0.00599395 -0.00509668 0.492026 -0.00631056 -0.00173759 -0.0431353 -0.0522702 0.0139012 0.0102641 0.00418728 0.00240643 0.123971 0.0131185 0.134176 0.164766 -0.135091 0.139518 0.00612792 0.0132523 0.0182518 0.00827864 -0.150266 -0.0898617 -0.17932 -0.00594481 -0.0329515 0.00807298 0.23922 0.329886
internal_count=361931 345176 344606 686 343920 330419 97945 95706 232474 229353 220314 43249 8667 196576 10237 9624 16755 9039 186339 173381 166486 152273 6481 23738 11974 11764 34582 25025 3121 2601
shrinkage=0.00412428


Tree=1257
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 50 56 727 1470 893 1469 1102 126 21 519 547 263 395 21 21 126 1468 724 1459 1451 145 87 1466 75 1459 1179
split_gain=100.967 79.6217 64.4036 66.3752 58.4254 76.8044 49.3749 48.5496 45.5138 42.8485 44.6185 42.0133 45.3348 40.6039 35.6671 34.8577 34.6649 34.6096 43.6815 44.7199 39.7517 33.8914 33.8724 33.6283 33.5599 33.1249 32.3118 31.9836 34.7342 39.0747
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -1.2954595170378473 1.6744786423712141 -1.0470123060412753 1.0000000180025095e-35 1.0000000180025095e-35 -1.6471741456694959 2.1420547332082829 1.4078093546699517 1.6445160113075163 0.66415532897360485 -0.70163543588998201 1.7567652095367545 0.70880289725806289 1.8034839195215984 1.0000000180025095e-35 0.53912233727729608 -0.31358218297482993 2.849804053428775 0.56076668980743449 -0.24079247722810021 0.077750508927117934 -0.1588990411266856 -0.80727075644571744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 7 -1 24 11 23 -11 12 -7 17 -8 22 -13 -6 19 -19 -20 -15 25 26 27 -3 -9 28 -2 -30
right_child=1 15 3 -5 13 8 14 9 -10 10 -12 16 -14 21 -16 -17 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.6140531631841514e-05 0.00030683920096150888 -0.00011427132811886233 3.7484111408941516e-05 0.000383161113210114 7.0915197295459803e-05 0.00031997387199405827 0.00014406584549964371 4.791178443364667e-06 -0.00013642262418159007 -0.00017592799042893579 -6.3730690448572896e-05 3.9354511612689831e-05 -5.3573209245756115e-05 -0.0001841362350439318 -0.00017439623447757001 7.5337282468928836e-05 -0.00015998071692517791 -6.8313342264101373e-05 0.00020977403514211085 8.9658383308719781e-05 -0.00033633816148631249 0.00022650146122821853 -2.4505444066294739e-05 6.5701916591537926e-05 0.001491050403925033 -0.00024549511781613579 -0.00030996639405529448 -0.00025179520684634335 0.00034436416612625213 -0.00011730367772607669
leaf_count=12551 1499 43381 10762 1780 14221 1055 15968 2539 13328 47355 18986 37524 51331 637 1040 3060 2609 33656 2844 5490 394 3366 12108 6966 45 11271 2104 985 730 2346
internal_value=0 -0.0521941 -0.0360031 0.109297 -0.0443915 -0.0654846 0.0771345 -0.124904 -0.0297669 -0.14363 -0.170947 -0.0153689 -0.0575397 0.0110546 0.15334 -0.12907 0.0332466 -0.00422262 -0.0335835 -0.0544165 0.182995 0.204108 -0.143131 -0.0168511 0.0659146 -0.171853 -0.17244 0.0504564 0.123542 -0.0107928
internal_count=361931 332372 262552 12542 250010 189402 29559 83555 105847 77950 66341 92519 52386 60608 17008 69820 40133 56605 42384 39146 3238 4003 66760 11609 5605 54652 4643 5560 4575 3076
shrinkage=0.000804263


Tree=1258
num_leaves=31
num_cat=0
split_feature=785 728 1445 852 405 727 1037 700 659 633 1366 647 590 846 651 595 146 20 547 1453 488 972 1316 843 923 763 1367 1430 911 13
split_gain=91.5596 76.6081 55.6101 58.5419 52.9537 50.8691 43.2538 38.3402 37.444 41.3546 39.042 36.5264 97.923 36.5258 35.0473 34.9001 34.7194 34.2619 33.7894 32.0656 31.0339 30.8615 30.5377 30.33 45.9879 30.0905 29.9813 29.9809 29.9571 29.2666
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.34850700291345432 -0.3146443644456704 0.62821384419828064 -0.77899086806337892 2.0183251275724516 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 0.58396494997324677 2.3732793974093203 2.888475460910541 -0.37168563270387045 1.4078093546699517 0.43370469085150809 -0.57364115386637049 1.4356194732106096 -1.0603605380051973 1.4283687790122588 -0.86449023226567734 0.35720372001585082 1.0000000180025095e-35 0.54622893720785959 1.0220698395793562 -1.3475548416860703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 28 -5 14 9 19 15 12 -3 -13 -8 21 -15 -18 26 -2 -9 23 -10 -11 -25 -19 27 29 -1 -7
right_child=1 11 -4 6 -6 18 7 20 22 10 -12 13 -14 16 -16 -17 17 25 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.279569659878454e-05 -9.8714439593985254e-05 -9.5734517050595971e-05 -0.00010522873793055821 -4.4460659505682465e-05 -0.00011725477657199006 -0.00060851355183424972 0.00011633994091635083 -0.00016039949932403609 -0.00030638335433976551 1.8225761266060463e-05 -0.00015516013363024353 -4.3556707017379505e-05 0.00041158990539440476 -0.00013016003180030196 0.00035046586390999557 -0.00018706875263214419 -0.0002198641240236567 0.00038403052807425939 -0.000167137438362543 3.7139847778416517e-05 7.4660546814785231e-05 -8.2200590928430597e-05 -6.2295522271508727e-05 0.00041855288259495799 7.4200608026147498e-05 0.0018059128805027269 0.00020369366007328508 0.00026936164432460243 0.00018287512417160769 2.5110708595647906e-05
leaf_count=10974 23261 4821 30890 8423 20981 219 6821 2103 1858 73037 4198 29774 1384 63616 2085 3176 158 122 1040 6953 6691 7386 24450 1057 9067 60 9109 1571 1577 5069
internal_value=0 -0.0520875 -0.0319635 -0.0204817 -0.0354199 0.0711838 0.0709302 0.127347 -0.0227351 -0.00775258 0.0122053 -0.111735 0.0578864 -0.12511 0.220919 0.020762 -0.16014 0.547767 0.148661 -0.0827026 0.0291531 0.0272112 -0.0981505 0.0386838 0.142195 1.1502 0.173799 0.0720085 -0.027497 0.00166205
internal_count=361931 332372 232437 201547 175424 29559 26123 17700 154443 128135 97921 99935 6205 93730 8906 93723 63956 340 17008 30214 8794 90547 26308 83161 10124 182 15968 6859 12551 5288
shrinkage=0.000788493


Tree=1259
num_leaves=31
num_cat=0
split_feature=1235 407 785 457 1467 634 852 717 1176 21 1469 1452 317 713 896 723 719 639 921 791 1455 978 785 539 63 1462 1466 1470 958 1458
split_gain=115.559 107.067 90.5413 73.462 67.2375 61.3392 61.2494 60.2976 59.7214 56.9721 69.8535 52.827 52.2247 49.5865 49.1225 50.0687 46.0556 45.3017 41.7926 42.9896 41.0649 40.2824 40.1339 41.2982 39.9126 39.0194 47.4492 49.6248 66.0903 51.4351
threshold=-0.94625487755706195 -1.2965003005540392 -0.86283290253235112 2.3716694046974869 4.0242090356330973 -1.3822626304572669 1.0747610123934368 0.47434941765559457 -0.49380082627878302 -0.32341995197817647 -1.1256941366283033 -0.18157124906225561 1.0000000180025095e-35 1.0000000180025095e-35 -0.43454379769620094 -1.0570063487222232 -1.5042199147372537 0.20575322729665163 1.0000000180025095e-35 1.0000000180025095e-35 0.33590288359190601 3.1155516240864496 0.58460966528228819 0.6695026854463163 0.49708519682525326 -0.20476896917271456 -0.28630806504872541 0.72295964498546506 1.0000000180025095e-35 -0.58065270013075276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 12 13 5 8 -4 9 21 17 10 -7 24 16 -3 -11 -16 -2 -1 19 -9 -10 -8 -17 -24 -12 26 27 -13 -29 -30
right_child=1 2 3 -5 -6 6 7 18 20 14 11 25 -14 -15 15 22 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00012529806085479346 0.00052295210842125551 -0.0001808408146893934 -0.00017614981346981894 -0.00023692143046929456 0.00036662618310797274 0.00017994674930047003 -5.3978905194247226e-05 -2.1127587460962952e-05 -9.682801268428334e-05 -5.1063665844941718e-07 9.7447847494087485e-05 -0.00030753398335703504 -0.00020720604317108878 0.00012589652537868285 4.9892038066814758e-05 -0.00012667695178047951 -6.7298867984780464e-05 -0.0002815426035031824 0.00026027857333925982 0.00026647929352217767 2.5079701543726416e-05 0.00062400961637771874 -6.8337260628956859e-05 0.00019569012665219659 -0.00010468345041044509 3.9707121219911805e-05 1.2119221173655744e-06 -0.00035932558363879996 0.00092258504333639596 -3.9067342639075896e-05
leaf_count=33533 377 1925 9260 7322 989 7676 9443 5204 41736 48009 18188 6777 18634 20780 8147 42096 16616 13881 5820 2208 14249 253 8389 2317 4400 6919 5269 741 351 422
internal_value=0 -0.0225401 -0.00669425 -0.0218802 -0.116387 -0.0151205 -0.00737511 0.0919305 -0.123478 -0.0228744 0.037269 2.43105e-05 -0.148468 0.118407 -0.0503943 -0.0921665 -0.0561266 -0.193863 0.177851 0.0763939 -0.0739899 -0.0386971 -0.11805 0.00252554 0.0712666 -0.0833226 -0.156616 -0.271181 0.0952211 0.525834
internal_count=361931 257543 221916 199211 104388 191889 182629 22928 103399 159701 50743 43067 35627 22705 108958 60949 16993 47414 13232 7412 55985 9696 52802 10706 22588 20479 13560 8291 1514 773
shrinkage=0.00085349


Tree=1260
num_leaves=31
num_cat=0
split_feature=50 56 729 276 556 1470 858 1457 1357 1381 263 978 45 1448 1327 1459 1331 898 882 1450 703 43 464 885 1457 825 427 15 1367 1453
split_gain=39.5258 69.6957 32.9837 32.7084 36.0948 32.3547 29.3888 30.9814 30.4011 29.4586 28.8216 31.9104 29.1967 28.7764 31.4945 38.0756 30.0867 29.597 28.713 27.9076 27.7934 28.369 27.6371 32.4424 27.9439 27.6274 26.482 31.9544 26.392 26.8596
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.75637635299260908 0.51239841603722114 0.65998888623069674 -1.319112866592808 2.1406758129868066 3.1272900881009673 1.3962008022525787 4.429991769114582 1.0000000180025095e-35 2.8367450815413959 1.0000000180025095e-35 -1.1530348467039975 0.23176722910246306 -0.1588990411266856 -0.082194749651269536 0.49743073782142011 1.0000000180025095e-35 5.5426090097491345 -1.6015642574650035 1.0000000180025095e-35 1.0000000180025095e-35 5.4658443334279108 -0.27651417167443132 -1.3782055633747541 -0.70081580468472049 2.3162718936717703 3.4945390613906286 1.3990727291183711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 13 7 8 9 -2 12 -12 19 16 15 -15 17 -1 -4 22 -3 25 23 24 -7 -22 -20 -28 29 -14
right_child=2 20 18 -5 -6 10 -8 -9 -10 -11 11 -13 28 14 -16 -17 -18 -19 26 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0031317468546386801 0.00017723679273098236 -0.00081636401412336522 -0.00036771230751108194 0.0003123377421880501 -0.00028510956316182097 -0.0011827657512059587 -0.00046042334941588664 0.0013645346120957878 -0.00043224787115776547 -0.0021191829369342783 8.0580363351453008e-06 0.0047684203364344764 -0.00036415128831116233 0.0016686991676456927 -0.0012022451901222582 -0.00035999610659128762 -0.000786389594915351 -0.0030913199311435745 -0.000459088945193524 0.0035560180817699057 -0.00040788774771443654 -0.00032026522518007914 -0.00021982545910772603 0.0032292698972629505 -0.0005776434109957862 0.00013656791971737917 9.0704761515688633e-05 0.0020406067121101854 0.0039617123103134026 0.0010411926082334829
leaf_count=504 67240 3889 28616 32845 21514 19097 5421 1124 6787 418 5822 87 15516 933 1195 1588 275 72 7378 91 8898 17678 8118 107 19463 59992 25524 515 91 1133
internal_value=0 -0.0406092 0.00817246 0.0257456 0.00652505 -0.107054 0.0262607 0.0372858 0.0315971 0.0442419 -0.125355 0.0249192 -0.14631 0.0678123 -0.0159886 0.116644 0.426313 0.686642 -0.0380801 -0.186821 -0.00330686 0.00386337 -0.191249 -0.229116 -0.236036 0.0220302 0.00449728 0.0362263 -0.0565841 -0.0660395
internal_count=361931 164549 197382 135349 102504 74092 80990 75569 74445 67658 69525 5909 63616 4567 3716 2521 851 576 62033 46876 90457 86568 46785 38667 38560 68890 33417 26039 16740 16649
shrinkage=0.00373549


Tree=1261
num_leaves=31
num_cat=0
split_feature=785 728 728 1431 852 727 539 923 278 21 346 620 784 647 590 694 570 1175 990 1051 1237 15 11 677 533 909 941 519 61 516
split_gain=132.457 76.5333 63.1002 60.7312 57.2077 53.9565 63.4677 54.4353 49.4884 43.4953 43.0492 42.1173 42.0397 38.7095 110.578 37.6964 36.7814 36.1891 35.2056 33.8127 33.7651 33.0339 36.0552 32.203 55.3302 32.1455 31.6353 31.2659 31.2314 30.7077
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 -1.1833072469291228 1.0000000180025095e-35 2.4847975134223916 0.16760437365778322 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.2342127532274445 -0.4998781572545779 -0.31923240808069592 1.0000000180025095e-35 3.5926503781727646 1.4298092310842805 1.5345964658009021 -0.92441224859975035 1.0000000180025095e-35 1.0000000180025095e-35 -0.25933515126719159 3.0707296396180284 2.1420547332082829 1.0000000180025095e-35 0.6082395262932252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 15 7 -7 28 11 12 20 -10 14 -3 -2 21 -14 -18 26 -4 25 -23 24 -11 -15 -9 -8 -6 -27
right_child=1 13 9 -5 8 6 27 19 10 23 -12 -13 17 16 -16 -17 18 -19 -20 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00015517124852924759 9.3142283868959978e-05 -0.00010454156604972427 0.00013037222376543404 -0.00010318549251934444 -3.9955378563855108e-05 -0.0003664312213297499 -3.0947229166301624e-05 -0.00011582803081649147 1.4165700739686477e-06 -4.7792571662348202e-05 -0.00023470322758863379 -0.00011996369699665075 -1.1813133426724776e-05 -0.00013022734071226774 0.00043489450597484136 -4.8161654079352314e-05 -0.00019125911443953046 0.00013497734929737105 -9.3970438229984388e-05 0.00071642038151475366 -0.00022754430542060505 0.0017007523381858075 0.0001296694011835161 0.00023379015406140488 0.00023408500849018835 -5.081364035820608e-05 0.00035717861782528712 0.0001663403278409428 -0.00024713994030169844 0.00016457743540408158
leaf_count=3396 9356 4821 6494 35150 6473 2982 10815 39867 84756 3985 2290 3800 7001 16859 1384 13873 26275 12704 35218 142 838 38 2122 7626 3420 10395 370 2419 4239 2823
internal_value=0 -0.0580757 0.0897648 -0.0379831 -0.0243207 -0.0716042 -0.109852 -0.157617 0.00467851 0.122661 0.0170955 0.0251186 0.0228103 -0.117572 0.0567988 0.0173402 -0.131308 0.10792 -0.168042 -0.135264 0.116663 -0.0644761 0.210255 0.196923 0.102062 -0.0871029 -0.139646 0.00995161 -0.149437 -0.00322392
internal_count=361931 332372 29559 232437 197287 79824 56595 43361 117463 26163 106751 11132 104461 99935 6205 23229 93730 19705 61493 40379 7332 32237 2160 15031 7405 30077 40237 13234 10712 13218
shrinkage=0.000788493


Tree=1262
num_leaves=31
num_cat=0
split_feature=62 1458 43 1097 1457 705 1464 1468 1467 1449 1449 1452 1465 1465 1452 1453 21 1458 1454 198 1459 1450 1458 1454 1459 1453 1463 1449 1452 21
split_gain=40.1673 52.6237 41.2805 39.979 42.8307 39.6562 38.4036 44.7174 37.9655 54.8412 68.2311 57.3416 42.9661 48.5923 55.5065 53.281 68.8325 48.6397 49.9507 41.6246 39.9019 70.9927 41.7685 39.5367 38.2653 45.1643 57.998 37.7683 63.5544 42.4436
threshold=-1.2811150420666217 1.8460070869938618 2.2744972866152193 -1.2571877020351898 1.0902130088150814 1.3183739815888758 0.2602645535820674 1.9784022788073294 -0.48833496455175684 -0.52972057465151157 -0.572776774956962 -0.3127443824746548 0.23859033766931567 -0.31700245676584721 -0.16682302883424749 -0.033594567119601682 1.0003342417131433 0.58129157291468492 -0.58754815837321106 1.0000000180025095e-35 0.32725606711966165 -0.63933796013749677 -0.62344718443295732 -0.80169152520006459 -0.069973186848726762 0.47485221662462634 0.52100604611544155 -0.57743027502028943 0.79547082264194502 -0.32341995197817647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5 8 9 10 11 -8 13 14 15 17 -17 18 -10 27 21 -16 -23 -13 -15 26 -26 28 29 -14
right_child=2 -3 -4 5 -6 -7 7 -9 12 -11 -12 23 19 24 20 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00024856384091036964 -0.00030431444859447274 0.00052847685008523284 -0.00049140814078751048 -3.7597592395744214e-05 0.00039137699499044499 0.00035528024192398949 -0.00019189381881126033 -0.00053816516605449823 0.0010291987929071443 0.00019530350147458194 0.0031995312297348087 0.0053213174443476957 0.00025072280752650822 0.00099503542816966619 -0.0024141848461902604 0.0023589094930887267 -0.0015862783164494723 0.0014643869136261613 -0.00070536134353129407 -0.0014876505848914184 0.0003672277894708378 0.0011343147586236409 -0.00080478532255227246 0.0010781313682881736 -0.0010585079426598664 0.001170434941878384 0.0013760833878316788 0.00017158636013781049 0.0006371249710576415 -0.0017510094422838387
leaf_count=75268 39570 4374 11131 152589 5569 17238 2246 3725 1043 13373 485 76 635 5239 1141 1028 239 843 2964 1287 1517 626 2169 4022 1775 1096 569 6820 1168 2106
internal_value=0 -0.0619531 -0.000154026 0.00456267 -0.0655819 0.0150981 0.00654413 0.0543219 0.070619 0.144425 0.299673 0.23639 0.0251021 0.0852049 -0.00740414 0.132967 0.517428 0.0278334 -0.078798 -0.0771655 -0.16701 -0.287988 -0.107809 0.376988 0.204381 0.0299714 -0.14235 -0.0368253 -0.212063 -0.401342
internal_count=361931 79642 282289 271158 45139 226019 208781 56192 52467 20202 6829 6344 32265 20249 11570 6117 1267 4850 4007 12016 5453 3936 2795 4098 8679 3440 2344 10729 3909 2741
shrinkage=0.00312569


Tree=1263
num_leaves=31
num_cat=0
split_feature=785 519 728 962 872 727 652 382 816 831 727 934 588 706 693 588 1452 1098 1230 332 464 1450 1470 689 965 21 274 21 760 1311
split_gain=144.731 98.3146 97.0099 98.1373 92.7829 92.7628 74.4737 64.4442 63.2682 60.323 59.9939 59.3909 49.3974 46.2197 44.356 44.0275 43.8625 43.598 43.0869 41.817 48.8372 46.1252 40.1622 39.6057 39.174 39.0362 38.0322 38.3749 39.9914 36.6501
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 3.0757328524286596 1.0000000180025095e-35 -0.98896428961744431 1.0000000180025095e-35 0.98567350059335823 2.0523937188146193 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 0.85558832110916161 -1.517863073859208 2.250834115212506 0.79547082264194502 1.0000000180025095e-35 2.3457019632811744 1.0000000180025095e-35 1.0000000180025095e-35 -0.35262914890079794 1.1841999613071987 1.0000000180025095e-35 0.7120152091534514 1.0000000180025095e-35 1.3302684966251519 -1.6471741456694959 0.68583416848007639 3.6225485867211153
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 11 4 6 13 -4 18 9 15 -1 14 -9 -3 -2 26 -13 24 -7 20 -10 -21 -18 -17 -16 -12 27 -8 -29 -5
right_child=1 5 3 29 -6 7 8 12 19 -11 25 16 -14 -15 17 23 22 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00010145809701968164 -0.00015544741332031625 -0.00023356569918533653 -7.3286107751486867e-05 -0.00024688719639563272 0.00012463226378739249 0.00017796761534349468 3.3015939134431667e-05 -0.00011818936474070516 -0.00025584029674798704 -2.7758083736529342e-05 -4.9499468260753531e-05 -0.00016173700986845849 0.00032248661599185759 -1.0138373324488409e-05 0.00012324996214711797 -0.00021774333239865808 -3.6578397346006237e-05 -9.289977624794043e-05 -0.00025585476814851021 -0.0001367508123704171 -7.7851936143404925e-05 1.7615076380399523e-05 0.00060735606825509003 8.2929409034963593e-06 -5.0054068501064635e-05 0.00010327916059626022 -0.0001215914882992859 -0.00019438392143769019 -0.00027534983130370462 0.00041240311621697359
leaf_count=12551 6752 6191 25521 44807 2766 5842 2013 5060 9867 5991 6893 26497 640 3256 7318 2853 4896 8366 529 7620 6996 8390 227 4794 5127 10115 14536 92643 22652 222
internal_value=0 -0.188621 -0.199747 -0.219974 -0.202193 -0.0563666 -0.208075 0.0570214 -0.224732 -0.246039 -0.0331327 -0.121929 -0.0979227 -0.214161 -0.0483882 -0.256175 -0.185445 -0.00276824 0.194889 -0.142292 -0.226685 -0.0753065 -0.00971028 -0.103415 0.0729322 0.0528216 -0.266735 -0.281662 -0.286947 -0.332801
internal_count=361931 332372 310854 251671 206642 21518 203876 12071 178355 145482 29559 59183 5700 9447 27563 139491 31620 20811 6371 32873 16863 16010 5123 7647 12445 17008 131844 117308 115295 45029
shrinkage=0.000728446


Tree=1264
num_leaves=31
num_cat=0
split_feature=785 728 557 852 727 416 1431 961 1469 21 889 388 647 590 417 921 727 791 484 547 221 1467 1022 804 1166 21 596 1455 1321 487
split_gain=109.221 85.7216 64.0802 62.6692 52.1988 47.1049 44.461 42.1174 38.3506 42.541 39.3667 37.7754 39.2209 92.063 37.6363 36.8364 50.9107 47.0556 39.2441 36.4499 34.4288 38.8767 36.7973 33.7667 33.2285 32.6934 37.9749 34.3716 32.5948 32.4573
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.70530571838800626 1.0747610123934368 1.0000000180025095e-35 -1.4409399056294208 1.0099929608726099 2.7378363749037904 -1.0706168552173836 -0.13431221002227373 1.3149075955530187 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 2.924606770914282 1.0000000180025095e-35 -0.682906484622256 1.0000000180025095e-35 -0.54990056917492292 1.4078093546699517 1.2256758924896201 3.1134190962703374 1.0000000180025095e-35 2.2521318533151415 -0.64460186713261591 -1.0798509198017876 3.0920830256423057 0.6706898098482198 0.28522572505164062 1.1053306314956497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 6 -1 -5 7 8 9 -4 -11 12 13 -3 29 17 -17 18 -7 -6 21 22 23 -10 -8 27 -27 -14 -12 -2
right_child=1 11 3 5 19 15 24 -9 20 10 28 -13 25 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.2024736971631017e-05 -7.6987701996365944e-05 -8.5482283466120699e-05 0.00013719854706874048 -0.0003302212047791639 0.00014548953139614662 0.00011306662083023832 -0.00019370732028893681 -0.00016302044142778375 -9.5298677359738687e-05 -6.3293991439986578e-05 0.00041367353714950688 -0.0001934103749624624 -5.3541269976555822e-05 0.00046080405361590196 0.00047421391943804357 -0.00010800784730343199 0.00022753367208535325 0.00017677626311469763 -0.00012387890109231164 -0.00018262916378125791 5.692081818950013e-05 0.00025624653336242011 -1.2415422909706643e-05 0.00016773106936313482 -4.2190370010553447e-05 -0.00011580692354045358 0.00031630357183413699 0.00025976613034360796 -0.00041139793473037354 -0.00021529068551097173
leaf_count=12551 46176 3918 9234 1090 15968 2945 11710 7622 43037 8092 831 20295 5948 1190 385 1592 6928 4041 6299 1040 12160 1209 48889 1391 10380 66388 610 1586 182 8244
internal_value=0 -0.0613937 -0.0401317 -0.0210766 0.0729928 0.0799997 -0.0375155 -0.0238013 -0.0153605 0.0700424 -0.0292756 -0.124182 -0.10334 0.0853458 -0.110239 0.098502 0.202589 0.0288537 -0.053967 0.151299 -0.0318622 -0.0467724 -0.0522179 -0.102892 -0.137451 -0.118527 -0.134815 0.0399267 0.347954 -0.115573
internal_count=361931 332372 232437 177632 29559 22895 154737 132647 125025 18339 9105 99935 79640 5108 54805 21805 8520 13285 9244 17008 106686 94526 93317 44428 22090 74532 66998 7534 1013 54420
shrinkage=0.000820348


Tree=1265
num_leaves=31
num_cat=0
split_feature=785 21 683 346 1461 1455 1449 1449 1454 1463 1463 1453 1450 1454 1449 1450 1458 1458 1459 1459 1454 1177 1468 281 852 727 1467 1467 4 21
split_gain=41.2137 41.8183 57.075 49.1836 47.6697 48.2101 89.1293 73.1219 85.6993 79.4799 63.535 61.8111 59.5369 54.5766 63.0299 50.5962 50.5532 47.3307 46.4184 44.1562 42.8742 46.3829 42.6554 41.2188 42.3827 43.3404 39.6077 53.0634 37.8984 37.6801
threshold=-0.86283290253235112 -0.70163543588998201 -1.3831318875547542 0.37433861803435681 2.5032120688259147 0.18591537335404937 -0.4886477565438177 -0.28903415273037497 -0.2363894608792538 1.1083593941099221 1.8172976979801614 -0.14756540052680775 0.23668915925375497 0.10128998396582999 0.17887655251925397 0.45985934419641578 1.5460827014339922 2.5298069081493977 -0.29335017616020637 0.96442828905131417 0.8862013653042119 0.20142796173151403 3.6004644055904023 -1.2602879436148979 1.0747610123934368 1.0000000180025095e-35 0.88393542834881844 1.163840490284519 -1.1984186960454735 -2.4036051134931071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 23 5 10 -7 11 -9 13 20 -8 -12 -10 -15 -13 19 -18 -6 -16 21 28 -20 -4 -25 -26 -14 -28 -2 -22
right_child=1 2 3 -5 18 6 7 8 9 -11 12 15 26 14 16 -17 17 -19 22 -21 29 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00026114685036187079 0.0014934186127953722 -0.00054675950260045872 -0.00085832603680871511 -0.00041978404474556503 -0.00043392664886291056 -0.00055607100807160848 8.8357782487701514e-05 -0.00051511335671792613 0.0025204981456059916 -0.00061092334077588893 0.0022006759073522684 0.0024968528788662956 -0.0020464578120895191 -0.0012603552634546601 0.001499428340722304 0.006798058456581808 0.0060359684857797698 0.001533736073169349 0.0015644759798520143 -0.0017639206225066538 0.0064445464552831053 -0.00051008751890732921 0.0066643363434408243 -6.9137124932062321e-05 -0.00015223362250425945 0.00070562663765159201 0.004586211969772336 -0.00017108327735770049 3.2604056466795115e-05 -0.0012079559410441748
leaf_count=29559 1867 40453 6658 40441 1185 7301 956 5877 2739 2049 2114 1540 778 1290 1609 232 272 430 2189 525 41 23624 116 133230 8524 12058 227 1026 27995 5026
internal_value=0 -0.0228609 -0.0378923 -0.0242126 0.021807 0.00959047 0.0944194 0.180424 0.114754 0.245466 -0.0284291 0.513519 0.24289 0.359712 0.186721 0.741302 0.353338 0.801111 0.270632 0.160225 -0.0511158 -0.0293503 0.440765 -0.00768589 -0.00119482 0.0877684 -0.0339812 0.193417 0.0307647 -0.257911
internal_count=361931 332372 241364 200911 91008 87518 24820 17519 14791 8914 62698 2728 4145 6865 4126 1772 2836 702 3490 2134 58553 53486 2305 160470 153812 20582 2031 1253 29862 5067
shrinkage=0.0042909


Tree=1266
num_leaves=31
num_cat=0
split_feature=888 522 837 773 557 733 1464 21 904 764 710 579 638 760 1468 1457 630 409 1081 1218 671 1049 901 792 1185 1085 633 1367 489 1246
split_gain=39.9753 39.9672 39.2632 37.7342 36.396 34.2768 30.7341 35.8013 31.6973 35.4065 35.1568 38.7076 32.7543 32.3202 31.0203 31.0166 30.529 30.1804 29.6644 30.4199 36.0894 30.2642 30.3572 29.1816 35.2257 30.0316 30.2875 29.5828 28.9903 28.9338
threshold=1.0000000180025095e-35 -0.71745339412579689 0.31172700993860503 0.70271917444219445 -0.89608261094484942 1.0000000180025095e-35 1.5993600128483978 -1.6471741456694959 -1.033627907606941 -1.1251811301365537 1.5115140669602134 1.0000000180025095e-35 1.3835567612599959 -0.0042716488657764022 2.4634311514058238 -0.39785226149588032 -0.81339447905208451 3.0738817438700674 1.4735812952876166 2.1598224403851116 1.0000000180025095e-35 1.4069177371033732 -0.011333704399668116 1.0000000180025095e-35 -0.86528872094083653 1.0000000180025095e-35 1.2993681993456387 1.0000000180025095e-35 -1.4114685740057566 0.45950985421539164
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 16 -4 -6 7 14 -9 -10 13 12 -12 23 15 -3 -1 -17 19 20 28 -20 -23 24 -11 27 -27 -26 -2 -14
right_child=18 2 4 -5 5 -7 -8 8 9 10 11 -13 29 -15 -16 17 -18 -19 21 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00057921079019835719 -0.0027953709666615721 0.0019269598871576425 -0.00072222315376583082 -0.0001909717697521915 -7.7958419021277977e-05 -0.00064446463565470593 0.00040827588296700994 0.00027254057729572906 -0.00063190257991479722 -0.00078833779086128375 -0.00017281132885401873 0.00092128427450590105 0.0023344948283663229 -0.00031956720887194647 0.004105155747842126 -0.00054202445658885819 0.0001361140191256076 0.0058302010346425182 -0.0015055055829407359 0.0011034164763729748 -6.3036610816480035e-05 0.004495318324999901 -0.0015016678906221931 -0.00013772371896452146 -0.00047999387360018884 0.00077862219233700133 -0.00043382589363553405 0.00037340042045406292 -0.00056361885334639745 -0.0013019225311704174
leaf_count=12954 950 806 12965 17567 48659 12107 10388 18027 9864 2463 7845 4576 658 39311 172 1166 47145 63 4036 1064 21063 162 161 46593 5596 9029 1488 6044 18762 247
internal_value=0 -0.00606442 -0.0212449 0.0366338 -0.0678342 -0.0454277 -0.00271818 -0.0111485 -0.015246 -0.0272869 -0.0177834 0.0888945 -0.00051021 -0.031174 0.27752 0.188376 0.0632212 -0.059468 -0.085493 -0.0677519 -0.0805027 -0.322262 0.438938 -0.00399109 0.0568914 0.0826095 0.162169 0.00168256 -0.169869 0.408156
internal_count=361931 315733 238067 77666 73731 60766 164336 153948 151741 133714 123850 13326 8750 110524 2207 2035 60099 1229 46198 41839 40775 4359 323 71213 24620 22157 10517 11640 19712 905
shrinkage=0.00373549


Tree=1267
num_leaves=31
num_cat=0
split_feature=785 728 1080 1022 1361 727 150 791 694 513 861 647 590 959 714 694 21 1467 872 1469 195 872 690 846 146 20 762 340 1450 1452
split_gain=116.326 94.0574 63.7971 59.1172 71.94 55.723 51.6755 39.3597 42.3874 57.9053 56.8139 39.1882 106.707 37.8142 37.1329 38.8836 36.5825 36.1956 37.1363 36.0842 35.9741 35.6009 41.3763 35.0127 34.7477 34.0602 32.0308 31.7559 31.2341 34.0816
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.45926076786608272 1.0000000180025095e-35 1.4098461915668554 1.0454229551509682 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.2907225086880219 1.0000000180025095e-35 2.0226117431065784 1.0000000180025095e-35 2.6212945108504591 0.85297537480346686 -0.61819632934197222 1.3909106807663625 1.0000000180025095e-35 -1.0374721545411714 -0.53268848306471728 2.888475460910541 -0.37168563270387045 1.4137058901021422 0.54703477416996305 0.88343564287383192 -0.63504016340352343
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 13 -1 -5 -8 9 10 -9 12 -3 -2 15 19 27 18 -6 -15 21 -4 -23 -13 -25 -26 -20 -7 -16 -30
right_child=1 11 20 6 17 16 7 8 -10 -11 -12 23 -14 14 28 -17 -18 -19 26 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-1.67158813334225e-05 -0.00030447605015182185 -0.00010687109616520037 1.5862408017812853e-05 -5.3911239874348953e-05 -6.2387210301197054e-05 9.042221721305235e-05 -6.1221161778723473e-06 -7.4308328265225556e-05 -0.0001061494805938394 0.0002957159782718078 0.00014572436691258196 -5.4445438512245014e-05 0.00043317133472087834 0.00020940108275570852 -0.00017191398805039402 -0.00026750388253261734 0.0001988168635021873 0.0001971393738193739 1.0045377881946974e-05 -7.1282062635297515e-05 -0.00024205548787630503 -0.00020688567824963874 0.00030448869000762249 -0.00014075087157586249 -0.00023009030710252878 0.00091372968625456062 0.00026463498259326676 -0.00021058403959402233 0.00027889709510659785 -0.00011417402064497655
leaf_count=12551 8602 4821 3130 49367 44077 5708 50887 5613 3179 3445 8180 29774 1384 2653 26750 1916 10115 1823 9320 3676 689 487 3630 63616 158 182 1524 1185 1151 2338
internal_value=0 -0.0562043 -0.0338859 -0.0413939 -0.0841934 0.0824801 -0.0112691 0.0231678 0.100033 0.138438 0.0765499 -0.122076 0.0533211 -0.164707 -0.13944 -0.000495058 0.163266 -0.0370201 -0.0477616 0.0790837 0.143928 0.185694 0.30689 -0.135875 -0.170088 0.53677 0.0605191 0.0469729 -0.182143 0.0242692
internal_count=361931 332372 232437 224501 103830 29559 120671 71304 20417 17238 13793 99935 6205 47086 38484 8245 17008 56744 54921 6329 7936 7247 4117 93730 63956 340 10844 6893 30239 3489
shrinkage=0.000804263


Tree=1268
num_leaves=31
num_cat=0
split_feature=470 464 785 410 471 56 785 192 21 540 284 1436 1243 1431 970 917 1469 1452 61 1037 263 728 1461 119 1458 1465 1452 1465 1464 1461
split_gain=93.6016 109.078 75.18 63.466 54.813 52.3361 46.1144 45.3687 45.331 44.1795 43.0908 42.2174 41.8141 43.2247 38.5141 37.1184 34.2587 44.5453 44.1696 34.1711 33.8229 33.5869 35.9197 33.464 33.4636 32.6664 39.5806 33.1557 31.832 31.4375
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.644349105518915 0.35930717134390644 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.93049901949950853 -0.99080975559180084 0.60428344764309971 0.14000445396469943 1.0000000180025095e-35 -0.34252614743305576 -0.82489287760873742 -0.61819632934197222 -0.0068002104804352915 1.7262725660818381 -0.26178590505088833 0.66115833724634121 1.0000000180025095e-35 -0.3640729456269281 0.56114696576568235 -0.29018812659098675 -0.37751161810755612 0.96217136071467979 0.046692505850213992 0.83081899317299002 0.53704323757840622
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 5 12 11 -3 24 -2 -10 -7 19 13 -4 -12 -9 17 -8 21 -1 -17 22 -18 28 -6 -26 27 -27 -21 -24
right_child=2 6 4 -5 7 10 16 15 9 -11 14 -13 -14 -15 -16 20 18 -19 -20 23 -22 -23 29 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00026685748091339511 -3.8043125952140149e-07 9.8775135720060504e-05 5.9239850327961299e-06 -0.00032785438279825846 -6.7567731822798527e-05 -0.00033407053742478762 -6.751682232541365e-05 0.00032433003492418231 -0.00018027005442496416 0.00024202992206339915 0.00011077014626618013 -2.5359308004515128e-05 -9.7760150677130765e-05 -7.8819519611071203e-05 -9.151721353314368e-05 -1.3008856955045663e-06 -4.3492717855750969e-06 7.8593305920514586e-05 -0.00030195820785097006 -0.00018945834657074374 0.00018384692250631397 -0.00014487848579846789 -0.00029898959382947685 0.00023892757716482589 0.00011678894579015565 -0.00020742211849851126 0.00026357217945005763 1.3565576876076874e-05 2.1206599943674736e-05 -5.9558074618527552e-05
leaf_count=18652 6690 6813 51423 13190 16987 2147 15013 1748 790 7389 6414 7667 42806 34258 7568 7466 26811 12510 3420 20821 4138 16649 3251 754 8134 3285 1099 5139 3601 5298
internal_value=0 -0.0926736 -0.0190501 -0.168505 -0.0316892 -0.143963 -0.044289 0.0252106 0.125327 0.233999 -0.0304189 -0.188142 -0.0571183 -0.0303731 0.00955882 0.12238 -0.0599412 0.00147862 -0.0936379 -0.223754 0.0812935 -0.0781742 -0.0431723 -0.165161 -0.0146924 0.0463809 -0.0349485 -0.084094 -0.184736 -0.17129
internal_count=361931 170579 191352 80814 176483 67624 89765 47996 14869 8179 16129 51495 128487 85681 13982 13352 82952 27523 55429 43828 11604 52009 35360 25176 34644 17657 9523 8424 24422 8549
shrinkage=0.000836755


Tree=1269
num_leaves=31
num_cat=0
split_feature=470 464 1047 592 348 1221 1464 1459 1452 1458 1451 1458 1458 1451 1468 1458 1463 1457 1465 1462 1466 1454 1465 1460 1457 21 1296 1465 1450 1454
split_gain=40.04 60.6537 43.1015 39.3949 35.3704 35.3028 33.7263 42.7507 42.6538 53.6626 42.5783 68.6166 64.5815 50.7063 65.7286 64.4102 49.0541 46.2747 44.7971 47.9441 41.2251 40.8794 53.1771 58.9994 47.445 46.091 40.5617 40.299 38.829 43.3849
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.72620415049764853 -0.59494694347224619 0.12307020518726235 1.9111042213368361 -0.055861328723445854 -0.33635779137711869 -0.6197434389686084 1.2266917252276917 -0.32912190003846087 1.8992776531617575 2.8238293063641735 -0.19880594325380005 0.90889364240410331 -0.62628273508940724 0.75882227130447155 -0.41252357085658425 3.9123359101615605 0.67777773269697705 -0.24821896994650608 0.40055145564584022 0.64834865125365748 0.4801540438575525 1.9381496379694476 0.2439032738895319 1.0000000180025095e-35 -0.31231320459860817 -0.57378190399925333 2.6579444067051354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 8 9 27 -9 13 16 15 18 20 -13 -17 19 21 -12 22 24 -24 25 -15 -8 -2 29 -16
right_child=5 -3 3 4 -6 -7 26 10 -10 -11 11 12 -14 14 28 17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0009300826612422639 0.0008422198670817565 -2.6594167488979859e-05 0.00020294852502526572 -0.00064106577816622809 -0.00010395661873011171 -0.00047975537591973182 5.9690725434571598e-05 -0.0001519212720606403 -0.00038105310770596569 -0.0018720526293951139 0.0039177611926896035 0.0040259060838446917 0.00027052946939138322 -0.00040765576730371664 0.0018274565535200747 0.001656370740509588 -0.0014738427177002616 -0.0003502500548465305 0.0028267417851551456 -0.0010036355644929991 0.0008987709418362364 -0.00073445044213229084 0.0026741244901712924 -0.00083182129170981478 0.0025381720201928457 0.00061671096545496242 0.00048889957328346616 -0.00017701351123841839 0.00037722728449493179 0.012580776657041605
leaf_count=17638 5545 89765 12008 31694 19474 10260 52277 26892 36925 768 631 666 848 9412 1519 1245 123 2185 292 3740 549 4029 1051 491 424 4325 19410 5155 2561 29
internal_value=0 -0.0433209 -0.101704 -0.0741062 -0.107773 0.00564306 0.0123238 -0.0123161 -0.0621124 0.0528782 0.0255973 0.0761853 0.474863 0.052453 0.0173087 0.263244 0.867329 0.106034 -0.0278432 -0.0395686 0.682118 0.00424235 0.054994 0.431699 0.0115742 -0.0132898 0.048131 0.0935209 0.265445 0.523747
internal_count=361931 170579 80814 63176 51168 191352 181092 109405 48393 11468 61012 34120 1637 32483 27873 4610 789 3430 23764 23472 1180 19732 15703 1542 14161 13737 71687 10700 4109 1548
shrinkage=0.0038102


Tree=1270
num_leaves=31
num_cat=0
split_feature=785 519 728 962 872 727 588 652 816 507 382 831 544 274 965 575 689 1450 332 588 1458 1031 1311 815 951 1049 911 689 760 785
split_gain=105.193 85.3421 87.8673 109.767 87.9612 83.9428 79 71.7699 65.0097 63.7472 61.2658 58.6491 51.9168 48.3891 46.0807 45.3687 42.8932 42.0068 42.5873 41.7738 38.8552 39.1384 37.967 37.9173 37.5327 37.276 36.7454 36.4361 36.1766 35.8162
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 3.0757328524286596 -0.682906484622256 0.71188872395471614 -0.98896428961744431 0.98567350059335823 1.0941628986121894 1.0000000180025095e-35 2.1965197198778803 1.0000000180025095e-35 1.3302684966251519 0.10980254379742337 1.0000000180025095e-35 0.72022076402865742 -0.35262914890079794 1.0000000180025095e-35 2.250834115212506 1.8460070869938618 1.0710442084254466 3.6225485867211153 1.0000000180025095e-35 0.4454315257619969 1.511805152420109 0.77693903076620996 1.0000000180025095e-35 0.80468572591186216 0.58460966528228819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 9 4 7 -3 10 -4 11 14 15 13 -1 19 24 -7 -11 -10 -19 20 21 28 23 -5 -2 -17 -8 -21 -9 -27
right_child=1 5 3 22 -6 6 26 8 17 16 -12 -13 -14 -15 -16 25 -18 18 -20 27 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00010101895822704949 -7.7279123814072899e-06 -0.00017227043054475241 2.4840341162688556e-05 -0.00024185321323979766 0.00023112978057321699 -1.853059498393138e-05 0.00039082890251968715 -9.5986025689504545e-05 -7.056235060328438e-05 0.0001948820016341243 -7.1420293872240782e-05 0.00010263926446547718 -5.4686460983783743e-05 -1.1041067829139757e-05 -7.5939110969436242e-05 0.00030212498619038898 -0.00011862959476273475 -4.4605669845907099e-05 0.00012281298219903635 -0.00014373615877962846 2.5046937678530173e-05 -0.00020597819607873886 0.00056000218847193975 -0.00011734495113779116 0.00014085747359850648 -0.00025276647244619206 1.5383217955866068e-05 0.00011096322361005291 -0.00019481929814944713 0.00072866794281498148
leaf_count=21198 21480 3763 25521 23972 2766 2917 2790 75424 15711 6561 6679 4359 8361 15684 23450 3829 1519 8772 8390 2536 5034 21908 222 20835 6173 581 856 4271 16266 103
internal_value=0 -0.0579116 -0.068683 -0.0884444 -0.0694934 0.0655562 0.122952 -0.075475 -0.0922912 0.006652 0.0525338 -0.114612 0.0739044 -0.123398 -0.0238774 0.179345 0.176898 -0.00781229 0.0635646 -0.140201 -0.151542 -0.161483 -0.212322 -0.218956 0.0372952 0.304305 0.384857 0.021213 -0.142083 -0.122462
internal_count=361931 332372 310854 251671 206642 21518 17755 203876 178355 59183 14109 145482 29559 141123 51103 7430 8080 32873 17162 125439 118632 113598 45029 44807 27653 4513 3646 6807 91690 684
shrinkage=0.000788493


Tree=1271
num_leaves=31
num_cat=0
split_feature=181 785 869 728 513 588 1355 667 1442 692 705 791 1464 962 263 1459 1042 1450 900 476 1251 1384 694 1438 900 21 1467 1452 1085 1367
split_gain=103.015 84.6828 62.0708 58.5104 54.7161 48.8024 48.0593 45.1082 44.894 44.3998 43.0127 42.2904 38.3027 36.7345 36.1463 37.9616 35.3892 39.0962 34.6718 33.2177 32.8983 32.0582 30.9983 30.9487 29.7686 29.6311 29.6226 29.3829 30.8557 29.3451
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0454229551509682 2.250834115212506 1.8622484740039453 1.0000000180025095e-35 -1.2625182715263061 -0.55083995169241329 0.99715813669032338 1.0000000180025095e-35 0.64223275086548759 0.78457125397875782 1.6445160113075163 0.73871680408646412 1.0554138378724669 0.88343564287383192 1.8237275434728 -1.0099296266851885 -0.2627884281564154 0.64608668594689111 1.2342127532274445 2.8814119719240998 2.1273853924476502 -0.89074317784588486 -0.3295993541954565 1.1844650239005572 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 22 7 -6 8 -5 20 -1 16 24 13 27 15 19 17 23 -8 -2 25 -22 -4 -10 -12 -3 -19 28 29 -11
right_child=14 2 3 4 5 -7 18 -9 10 12 11 -13 -14 -15 -16 -17 -18 26 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.2874205942984503e-05 -0.00021996607867663952 0.00015707747589938369 0.00010364511066396013 -8.4021653934484918e-05 -1.6624406420613698e-05 0.0004354467764460795 6.6317111294960033e-05 -0.0001952245047286617 -2.1701390729501388e-05 -7.6935108052004946e-05 -7.8247253436097163e-06 0.00017260414506738861 0.00027954099842048913 -0.00010999037834628752 7.3977798017938501e-05 -9.8254462639404401e-06 -0.00010945879497468915 0.00017169153396990477 0.00040203495557854067 -0.00010933041578236344 -9.0075854456866177e-05 -0.00026549118164127567 -5.1250392651990653e-05 -0.00030912918983603264 0.00032232481264722352 -5.8571893779493381e-05 4.2326550022234864e-06 -0.00021391249332688186 0.00023162092854209484 0.00015844861684362213
leaf_count=5575 19003 2897 7021 35970 7876 689 9172 25823 79510 2654 14218 6772 3477 2553 3295 10345 14552 5417 954 42523 15616 6196 10176 1406 792 10533 6962 771 5563 3620
internal_value=0 -0.0279587 -0.0401853 -0.0923506 -0.124624 0.0304763 -0.0176818 -0.153042 -0.0270674 0.0908031 -0.0099886 0.0732705 0.139513 0.0943786 -0.128309 -0.141644 -0.0282773 -0.0137458 0.120935 -0.166683 -0.103045 -0.16221 0.0214167 -0.0315895 0.0126519 -0.0154748 0.0939315 0.141062 0.16663 0.0674614
internal_count=361931 286765 262552 87555 70358 8565 174997 61793 164871 24213 129629 21782 18638 15161 75166 71871 107847 93295 10126 61526 35242 21812 17197 80916 15010 13430 12379 12608 11837 6274
shrinkage=0.000820348


Tree=1272
num_leaves=31
num_cat=0
split_feature=785 728 1080 1022 1016 150 1010 727 567 388 647 590 909 471 1470 529 791 694 513 861 21 943 596 540 982 708 1455 908 1467 73
split_gain=102.221 95.5587 65.1847 64.1283 69.3223 55.2353 53.8203 53.4142 45.7838 37.8041 39.0657 89.4204 37.3619 37.0881 35.8006 37.3805 34.1355 41.8259 55.8071 57.9136 32.738 36.5362 39.8178 32.5237 32.2691 37.522 32.1852 31.6374 31.4635 33.1641
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 -0.45926076786608272 1.9615424434015647 1.0000000180025095e-35 -0.64024826449968064 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.67290761646258057 2.9395468797111257 -1.2599794927054064 1.0000000180025095e-35 1.0000000180025095e-35 1.4098461915668554 1.0454229551509682 1.0000000180025095e-35 -1.0798509198017876 1.4693784537238983 3.0920830256423057 0.99026637822014563 3.0854258727671673 -0.55689657685208205 0.6706898098482198 2.6300269735309612 2.6212945108504591 1.877322341097232
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 6 -5 8 -1 27 10 11 -3 -9 -4 -10 -16 -7 18 19 -18 26 22 -22 -8 -11 -26 -12 -2 29 -6
right_child=1 9 13 5 28 16 23 12 14 24 20 -13 -14 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.1217983004531855e-05 -0.00035171772665031032 -9.7292433435420926e-05 0.00014137594623536476 -6.7718084108819957e-05 -3.9061448151125108e-05 -9.3600651556187291e-06 0.00019548115779653895 -8.0363838905118782e-05 0.00012566100225495163 -0.00023129169554599277 -6.0903413154561286e-05 0.00049605390522646669 0.00017029327559070056 -0.00085879667057284313 -0.00011133473350024416 -0.00028489098660422414 -9.2982407693674202e-05 -0.00012687105578045897 0.00031997983385398799 0.00015659589777458329 -0.00011979841119373581 -0.0003225225933223492 0.00038555963900745811 -0.00025652912760047199 0.0011795476459817869 -0.00066716621085000148 0.00027329439569852835 0.00056233934469749215 0.00019942425773479964 -0.00026691856820840773
leaf_count=12551 10917 3918 7801 49367 50081 50887 2485 2491 2032 20046 5948 1190 14517 135 21176 11344 5613 3179 3445 8180 60931 5508 559 776 146 103 1586 220 1773 3026
internal_value=0 -0.0635131 -0.0410561 -0.0486166 -0.093023 -0.0172753 -0.169199 0.0663222 -0.197103 -0.129674 -0.108851 0.0791491 0.145478 0.138499 -0.155771 -0.178617 0.0182923 0.0897469 0.127874 0.0674019 -0.123983 -0.140263 -0.125572 0.0934169 -0.241064 0.638004 0.0342536 -0.363952 -0.0452897 -0.0554019
internal_count=361931 332372 232437 224501 103830 120671 48950 29559 45689 99935 79640 5108 17008 7936 34552 32520 71304 20417 17238 13793 74532 66998 61490 3261 20295 249 7534 11137 54880 53107
shrinkage=0.000905731


Tree=1273
num_leaves=31
num_cat=0
split_feature=785 519 727 526 869 728 382 712 578 588 134 706 21 1230 924 1237 1392 694 67 412 927 272 714 854 545 728 914 1439 355 47
split_gain=130.391 86.5403 83.6719 81.4644 64.5649 74.6204 63.9889 59.2901 46.5776 44.608 44.5674 43.8479 43.6021 42.1295 40.3512 39.5436 38.2557 37.7053 36.9175 36.7445 36.0706 39.972 36.4847 39.895 34.2863 34.0035 42.1831 34.2173 33.1117 32.8665
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.63779424894106762 -0.87905496296652397 2.250834115212506 -0.3949157635235564 0.85558832110916161 -2.7818205974049124 2.3457019632811744 1.8999064755685127 1.4298092310842805 2.9280792035624037 1.2342127532274445 1.0000000180025095e-35 1.8311510170418688 1.0483613175537825 1.6568181847307961 1.0000000180025095e-35 -0.87473648844905705 1.1137036782212404 -0.49008176997875957 1.3876327869293246 0.70356782200899082 1.4218347872305723 1.3600231693380471
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 11 4 10 17 13 -1 -9 -8 -2 -3 -12 -4 18 20 -16 -6 -7 25 21 22 23 -10 -25 26 -5 -27 -13 -14
right_child=1 2 6 19 5 14 9 8 15 -11 12 28 29 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00014449915796387538 -2.3003012440054931e-06 -0.00013951225100266909 0.00025345592527144652 -8.0519598662030396e-05 0.00010058514658726324 -0.00014516099217337734 -3.3161520781643283e-05 0.0002470627188345683 0.00031599257146888233 0.00037229615136675874 0.00056952634063535618 2.841535617418877e-05 -7.1033225267132512e-05 -0.00016270661705774847 2.4538093337259306e-05 -0.00015899081953954326 0.00098535161170869821 -5.1668400642140002e-05 -5.7395063243552568e-05 6.2566674998833436e-05 0.00024469253169035783 -0.00018442292097021811 0.00012684165484582715 -2.1801529524935083e-05 -0.00044403991589546133 -0.00012093321356301497 0.00022704214174552691 -0.00024486846566900919 0.00055206892574095141 4.9426414445888447e-05
leaf_count=3225 96297 6191 5842 11428 6722 45634 5060 3439 640 640 246 2965 59590 529 4272 1734 84 9800 18260 2929 2638 1501 11096 4826 460 36705 1511 10805 291 6571
internal_value=0 -0.0608363 0.0635624 -0.0716808 -0.0551109 -0.109363 0.169613 0.0857833 0.116503 0.0153461 -0.0309307 -0.089822 -0.0781743 0.306006 -0.146777 0.0829677 0.0712913 0.0220766 -0.162444 -0.155002 0.107468 0.0760974 0.103811 -0.0202899 -0.078323 -0.170476 -0.0635336 -0.205033 0.107787 -0.0821306
internal_count=361931 332372 21518 310854 247476 84772 12071 29559 26334 5700 162704 9447 66407 6371 68250 22895 4356 16522 63894 63378 21161 18523 17022 5926 5286 60449 12939 47510 3256 66161
shrinkage=0.000714163


Tree=1274
num_leaves=31
num_cat=0
split_feature=785 519 713 934 728 588 872 962 382 831 689 969 575 486 126 672 959 276 21 920 734 911 693 660 416 1468 1450 468 290 1459
split_gain=41.7516 41.8045 75.7584 72.8806 70.5558 71.8171 67.2562 60.9335 55.6279 52.9505 50.0644 46.733 41.2716 39.9828 39.7477 38.8291 38.1563 37.0773 36.7418 38.1275 71.5951 36.3555 36.1382 38.8838 38.8962 36.0902 41.0099 41.3701 37.2774 35.4766
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.71188872395471614 3.0757328524286596 1.3714217264408297 1.0000000180025095e-35 2.1965197198778803 -1.1110989058077336 -1.6085921179777165 1.0000000180025095e-35 1.8692550303841236 1.0000000180025095e-35 -0.65546635319905777 0.84086088814742543 3.2963804511484063 -0.70163543588998201 -0.83967173534858641 0.85494804639094091 0.80962313860796276 -1.517863073859208 0.26872683687560334 0.90571909922259353 1.9784022788073294 -0.44975414142939646 2.1467708086619246 1.979635823759073 -0.088205869773288079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 -3 8 7 9 12 10 16 -12 -6 17 18 -14 -4 22 -13 20 -20 -7 -2 -24 -25 26 -16 28 -28 -27
right_child=1 4 6 -5 5 21 -8 -9 -10 -11 11 14 15 -15 25 -17 -18 -19 19 -21 -22 -23 23 24 -26 29 27 -29 -30 -31
leaf_value=0.00022824875722064867 -0.00027255990334112105 -0.00074926267133566826 0.0003907564685627972 -0.00012775559631929184 -9.1513039463936313e-05 0.001830074963471655 0.00099750545254592747 -0.0005664818070500137 -0.00033825666966628948 0.00062779184195562517 -0.001174801800344637 -4.2288483083113949e-05 4.4709894971930077e-05 0.0017273776836036717 -0.00028526547755098935 0.0016019623136345987 -0.00024792812024318153 0.0046043618971835275 -0.00030379488043569974 -0.00051927644816629525 0.0017963748578545883 -2.3367759311098459e-05 0.00027379722188342569 0.00077083943953154966 0.002499459087183561 -0.0019237586000383448 2.0531247480290591e-05 0.0014314540855218222 0.0011513908107460731 -0.00012837819706311188
leaf_count=29559 5878 3824 18136 29802 2912 2803 2968 45559 6655 5637 5310 25761 1381 1491 27857 3122 10974 136 5673 61028 1339 821 12514 5064 1019 1493 38323 1494 1789 1609
internal_value=0 -0.0242923 -0.0319732 0.0416395 0.0629825 0.116855 -0.0499283 -0.0546106 0.0491236 -0.0403412 -0.0468906 -0.0621579 0.171452 0.127905 -0.0563042 0.292278 0.0389578 0.10443 -0.0891848 -0.116837 0.0391743 0.370666 0.0975494 0.141608 0.286474 -0.0181423 -0.00751118 0.0359231 0.0216356 -0.249693
internal_count=361931 332372 310854 55904 21518 17694 254950 251982 14070 206423 200786 171676 7415 26102 166366 4503 29110 24611 93801 68040 7012 3624 24475 18597 6083 72565 69463 41606 40112 3102
shrinkage=0.0038102


Tree=1275
num_leaves=31
num_cat=0
split_feature=1235 407 785 457 1467 50 56 1176 284 705 635 639 616 852 717 1469 281 1455 1311 747 1470 815 1388 917 809 978 317 719 50 710
split_gain=109.239 102.458 88.256 68.1552 61.263 58.6158 85.6423 56.9514 50.2663 48.4079 46.9264 43.8659 42.7841 41.9104 51.2729 43.4168 43.9728 41.2531 37.1839 37.1341 36.9539 35.9887 35.6613 35.3647 33.5437 33.4878 32.9958 40.835 31.8407 30.0266
threshold=-0.94625487755706195 -1.2965003005540392 -0.86283290253235112 2.3716694046974869 4.0242090356330973 1.0000000180025095e-35 1.0000000180025095e-35 -0.49380082627878302 2.3447682495800666 0.12773391649824176 0.65951684116802978 0.20575322729665163 1.0032126598012274 1.0747610123934368 0.47434941765559457 -1.0706168552173836 3.4123036657434356 0.33590288359190601 3.6225485867211153 1.0000000180025095e-35 -1.1535394197080833 1.0000000180025095e-35 3.082668396781771 4.3127385003387806 1.0000000180025095e-35 2.7006609357753573 1.0000000180025095e-35 -1.5042199147372537 1.0000000180025095e-35 0.64337010118619475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 9 5 7 6 10 11 22 -3 -4 20 -8 15 25 -7 18 23 19 29 21 -1 26 -9 -22 -15 27 -2 -11 -17
right_child=1 2 3 -5 -6 13 12 17 -10 28 -12 -13 -14 14 -16 16 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016372195612777965 0.00042874281707890402 -7.7795013971595087e-06 -0.00014306452744744687 -0.00020153988732517778 0.00030052577358404838 7.7344418392804475e-05 7.9694001151269194e-06 -8.9074814890534155e-05 0.00028056026025183875 7.3780076881567249e-05 1.3849507738999811e-05 -0.00024221064610867486 -0.00015668964722716138 -5.3110911222459336e-05 0.00016602925183642814 -0.00010377772408893889 0.0006373173556534058 2.1698231158994366e-05 0.00075292192932795556 5.0555862763587821e-06 -0.00021399326761551731 0.00017784021208328774 0.00081119840196067856 0.00054132218009168365 -8.242839151922953e-05 0.0004377892506177471 -0.00018077965499995084 -8.4454855299703202e-05 0.00022240116141379184 1.3090412750117029e-05
leaf_count=1735 337 8010 35182 7322 989 12877 43871 41520 815 7690 7094 13881 5397 5478 7643 19863 256 14249 135 46031 13875 2153 103 216 15770 329 18547 15825 7005 7733
internal_value=0 -0.024754 -0.00924215 -0.0242516 -0.116102 -0.0177467 -0.0606591 -0.122894 -0.14809 0.114363 -0.150851 -0.191768 -0.00785397 0.0153015 0.120051 -0.00183385 -0.0222589 -0.0745479 -0.0252291 -0.0273645 -0.145436 0.0645396 -0.164072 -0.114114 -0.178997 -0.0310034 -0.168962 -0.0922279 0.189644 -0.0923169
internal_count=361931 257543 221916 199211 104388 191889 91544 103399 35627 22705 42276 47414 49268 100345 13450 86895 74018 55985 73762 73627 33533 3888 34812 41736 29645 5807 34709 16162 14695 27596
shrinkage=0.000743015


Tree=1276
num_leaves=31
num_cat=0
split_feature=785 728 1080 51 727 586 43 136 388 647 590 471 547 982 708 771 125 1104 237 943 596 927 1469 348 909 188 884 275 872 690
split_gain=122.769 100.67 68.4677 66.4751 63.3612 54.9807 53.8217 48.0782 39.1357 37.2397 93.3888 36.4585 36.3054 35.606 38.7059 35.0638 34.6076 34.2947 32.9077 31.3838 33.7334 30.8407 30.5306 30.317 30.274 32.1016 30.4595 28.7865 28.5371 36.1746
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 -0.55233311529615603 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 2.9395468797111257 1.4078093546699517 3.0854258727671673 -0.55689657685208205 1.5265272373495906 1.0000000180025095e-35 -0.39245045780502069 1.0402268595720192 1.4693784537238983 3.0920830256423057 1.0483613175537825 -1.3263328046252252 -1.2239035338659037 -0.67290761646258057 1.0000000180025095e-35 1.0000000180025095e-35 0.4022431516292117 1.0000000180025095e-35 -1.0374721545411714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 21 -5 15 18 9 10 -3 28 24 23 -15 17 -8 -2 -7 20 22 -1 27 -10 -6 26 -26 -11 -4 -30
right_child=1 8 11 5 12 7 16 -9 13 19 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-4.7498926818614949e-05 -3.1080023694072821e-05 -8.3094541310973694e-05 1.4835535269854878e-05 -0.00015325316083539901 -2.6469630422190512e-05 -9.1441488312502718e-05 -0.00015170908067139982 2.7121761685658546e-05 -0.00038804204554725987 0.00067392988828559946 0.00040450553807556532 -0.00067865456400103814 -0.00014958731915492952 0.00096779203610280454 -0.00053490249489793087 -0.00018439205520207064 -3.1350785862251165e-05 2.6375055842680649e-05 3.4976389819774969e-05 -0.00022360109918746684 0.00028154896519841751 0.00018690130645271919 -8.6351995790908675e-05 -0.00015544442413304625 -2.6417032474636934e-06 0.00024968372403421426 0.0001951264691571467 -0.00030965211983981005 -0.00018115757655789966 0.00024104845446842771
leaf_count=11206 39243 3918 3354 20285 2132 44799 13116 14749 3341 208 1190 135 1040 146 103 2456 15733 68500 5620 6654 589 1345 66989 16705 3325 6559 3952 92 507 3940
internal_value=0 -0.0605444 -0.0375072 -0.0452602 0.081472 -0.096709 -0.0172336 -0.0669584 -0.12846 -0.107255 0.0761281 0.146298 0.167191 -0.241705 0.672271 0.00248711 -0.108682 0.00807463 -0.10277 -0.122048 -0.108686 -0.0284721 -0.114437 -0.256861 0.192987 0.230352 0.136355 0.52054 0.16369 0.267733
internal_count=361931 332372 232437 224501 29559 85453 139048 65168 99935 79640 5108 7936 17008 20295 249 110199 28849 107743 50419 74532 67878 12551 67289 20046 15968 13836 7277 300 7801 4447
shrinkage=0.000728446


Tree=1277
num_leaves=31
num_cat=0
split_feature=728 1445 785 852 713 744 896 928 692 944 805 921 791 595 1023 21 696 348 1469 405 1047 981 497 723 908 408 620 764 612 1226
split_gain=101.442 83.3634 74.8699 71.1639 61.642 59.3169 53.6435 58.1285 46.6091 42.2209 40.4803 39.9589 48.5445 39.7418 39.4157 36.3414 35.4665 34.3874 33.8279 33.7656 33.1228 39.8719 31.6577 43.2548 36.7436 31.655 31.6174 37.1149 31.3262 32.334
threshold=1.0000000180025095e-35 1.6380901172106308 -0.86283290253235112 1.0747610123934368 1.0000000180025095e-35 1.3025484894158337 -0.28794826445342053 -0.52992354128753727 -1.0353775541481285 0.53713281317862982 1.4663648571955066 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -3.9164670491403295 0.45667540409088819 -0.14875883251322597 -1.2083100587446829 1.0000000180025095e-35 2.264868627366154 -0.024822374465212332 1.2988238104382279 -1.0570063487222232 -0.92596846003670663 1.6811798254135624 0.88084169889549835 3.2730992757113588 1.0000000180025095e-35 1.3976603854473784
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 10 7 14 -5 19 13 12 -10 15 -4 -2 -13 -6 -17 -8 -15 -22 23 26 -25 -21 27 -9 29 -20
right_child=5 -3 3 8 17 -7 9 22 11 -11 -12 16 -14 20 -16 18 -18 -19 28 25 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015459727937116918 0.00069180839954664536 -0.00011595885697031542 -4.1423134456500512e-05 -0.00012999321439812397 4.6563142907599716e-05 2.9597746541189491e-05 -6.9802035992242369e-05 7.2161430589918175e-05 -3.9039934169739567e-05 1.1985103984471495e-05 -0.00025154951490738593 0.00023028536067392434 0.0001778193148502771 -0.00021108162451008268 9.8700371513651847e-05 6.7205090043624688e-05 -2.8596661627396425e-06 0.00020808156972150572 -6.3570793323538158e-05 -0.00013800298093942973 -0.000365113755518509 0.00067968897618604391 6.9168668163708389e-05 -0.00020732778134828774 -5.6175935044703601e-05 -0.00042208224776384048 -0.00017115525246748652 0.0010561524343027844 -0.00021534908239990175 -0.00021484599663322741
leaf_count=2671 162 32930 8375 3404 6949 11079 61498 9284 9383 17909 9286 6759 4131 17553 20212 4318 2446 8744 51582 7376 280 310 6644 6837 33105 2222 1861 101 8662 5858
internal_value=0 -0.0258055 -0.0123627 -0.0245142 0.118604 -0.111886 -0.0409407 -0.00338882 0.0761173 -0.0795393 -0.133411 0.108569 0.0355746 -0.11947 0.0737384 -0.0971397 0.211552 0.168253 -0.100143 -0.104035 -0.237943 0.329273 -0.043565 -0.0633745 -0.0973857 -0.239146 0.0555007 0.105013 -0.114758 -0.0972155
internal_count=361931 252841 219911 201547 18364 109090 175424 86419 26123 89005 98011 22719 13514 88725 28587 70582 9205 15693 70420 71096 18143 590 57832 51188 39942 9598 11246 9385 66102 57440
shrinkage=0.000804263


Tree=1278
num_leaves=31
num_cat=0
split_feature=785 728 871 712 203 519 723 382 784 1469 578 1230 388 487 647 590 745 272 921 1237 566 982 708 1469 275 1372 557 1362 563 596
split_gain=129.372 94.0168 67.7262 59.6981 56.4033 48.6578 67.6187 50.8829 49.1969 45.512 43.8984 42.328 42.2549 41.8312 40.6727 98.3973 38.5799 38.5789 37.5817 34.374 32.3369 32.089 37.2935 31.812 32.9827 31.7137 31.6683 31.2688 30.5417 30.2915
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.3520813746060025 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 -1.0116054822771126 -0.87905496296652397 2.3457019632811744 1.0000000180025095e-35 1.6304501485392697 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.6568181847307961 1.0525743831388839 1.4298092310842805 1.6261537728093647 3.0854258727671673 -0.55689657685208205 -1.3263328046252252 0.4022431516292117 1.7231870616215912 -0.3277264518692542 1.8627633281097242 1.5259646835875491 3.0920830256423057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 8 -7 11 9 28 -5 -8 14 -4 15 -3 -11 19 -10 27 -9 -14 -23 24 -16 -18 -6 -12 -2 -25
right_child=1 12 13 10 26 6 7 20 18 16 17 -13 21 -15 23 -17 25 -19 -20 -21 -22 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016642819828621857 2.4708869326770683e-05 -8.7929030093968297e-05 -8.4084855182498536e-05 0.00027838881412751087 -0.0001589064120084078 -0.00015314404843707263 0.00033270496181228148 -2.108004791509879e-05 1.8638520270749243e-05 -1.594496544584341e-05 0.00012167764811104527 -0.00018411121969566846 -0.00021142033683342821 -0.00032307316920402899 0.00077116236686204447 0.00047697518442204597 -7.6666893841121982e-05 -0.00016417844140354426 0.00017471053410365907 -0.00016724060423846499 0.00039053646398889204 0.0010596527871730779 -0.00060660469146753162 -0.00010532179641182611 -0.00038126315932356726 -0.00029841825579629571 -3.7962117375603743e-05 -0.00024569816159912035 0.0002865456473598442 0.00027038652114279858
leaf_count=3225 18348 3918 42431 3439 15348 2332 4113 3666 21727 53200 18819 465 20046 3878 220 1190 38989 1986 5397 1404 610 146 103 73565 102 2459 18184 686 1290 645
internal_value=0 -0.0599753 -0.0377099 0.0858843 -0.0209102 -0.00526224 0.119949 0.197475 -0.0166674 -0.0367177 0.116664 0.341982 -0.12571 -0.121726 -0.103626 0.0884504 -0.0573302 0.0841871 0.0619044 0.109802 0.0423904 -0.243439 0.631831 -0.119099 0.513369 -0.107757 -0.111051 0.132353 0.0520292 -0.12307
internal_count=361931 332372 232437 29559 186128 152596 11186 8854 141410 114286 26334 4578 99935 46309 79640 5108 94648 22895 27124 20909 4276 20295 249 74532 322 41448 33532 19505 19638 74210
shrinkage=0.000820348


Tree=1279
num_leaves=31
num_cat=0
split_feature=785 728 1423 416 852 727 659 752 1007 647 590 972 624 909 846 1470 705 146 20 341 911 271 927 854 727 1467 701 62 653 496
split_gain=124.007 105.565 72.1814 61.5535 63.6963 60.5129 46.3672 49.0212 42.679 40.1871 106.397 38.9055 38.7101 38.7099 37.8093 36.9844 34.8071 34.0788 33.5418 32.579 41.5328 32.5604 31.8325 32.2686 33.4722 30.9192 30.5359 30.3483 29.5622 29.4163
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -1.2405683649852424 1.0747610123934368 1.0000000180025095e-35 0.62821384419828064 -1.385907308364305 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.44885821426093508 0.14888729770446407 -0.67290761646258057 -0.53268848306471728 -1.1417127449306028 1.3183739815888758 2.888475460910541 -0.37168563270387045 0.4740468779213643 -0.20358420448637418 2.6793937623835933 1.0483613175537825 -0.87473648844905705 -1.1275738623161491 2.6212945108504591 1.9104626628360679 1.0000000180025095e-35 1.4216543509230546 0.029161662831003476
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 15 6 22 7 8 -5 10 -3 25 16 -7 -11 -2 -6 -16 -19 -14 -21 -15 23 24 -1 26 -9 29 -25 -4
right_child=1 9 27 4 12 13 -8 11 -10 14 -12 -13 19 21 17 -17 -18 18 -20 20 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00035445759988734897 7.5533662197286558e-05 -0.00010738229321368087 -0.00021635072896263361 -2.3090207886915101e-05 -3.6627832393422948e-05 -5.7282444131788975e-05 -8.6759437283661986e-05 2.6202826052998947e-05 -0.00017701037973492581 -5.829078357130988e-05 0.00039966456196665603 -4.5756842648529031e-05 0.0001712131020409549 0.00016911551649962203 -0.0001422926873257623 -0.00016416971871542602 0.00022838704643291259 -0.00022642703512923984 0.00083847241946917971 0.00021095618892887576 -0.00023549888450841654 -0.0002918858726295967 0.0001974415490230954 -0.00010821487528794047 0.00032403280485430883 0.00021748951552842536 -0.00015578095361147432 -5.5704866239577627e-05 0.00016850987754295704 -7.8657841729076145e-05
leaf_count=268 2190 4821 11846 14361 9127 2491 24959 66035 9785 29774 1384 27382 8847 14123 63616 13974 1393 158 182 929 1310 394 1345 9004 871 1854 2598 25714 1063 10133
internal_value=0 -0.0641848 -0.0405822 -0.0225578 -0.0117256 0.0786583 -0.0284436 -0.0114106 -0.107973 -0.133655 0.0434944 0.00781034 0.0919712 0.162689 -0.14755 -0.166383 -0.000322225 -0.182906 0.514057 0.174192 -0.0593005 0.205854 -0.0286469 -0.0659969 0.259083 0.0337137 0.0260657 -0.123917 -0.104026 -0.19436
internal_count=361931 332372 232437 184744 168580 29559 146974 122015 24146 99935 6205 97869 21606 17008 93730 16164 10520 63956 340 11086 2239 14517 12551 11206 1139 70487 68633 47693 10067 21979
shrinkage=0.000757875


Tree=1280
num_leaves=31
num_cat=0
split_feature=1423 785 1426 21 1429 1036 1287 683 885 1469 1452 852 728 578 131 1311 144 703 1431 252 1046 898 966 1303 1293 1036 1111 761 1463 1463
split_gain=45.1114 41.9293 38.3693 49.1278 38.689 41.55 37.7877 38.9745 39.4187 36.257 45.7935 35.9227 34.1183 32.5348 31.5471 31.1956 39.8713 34.8039 31.124 30.6351 30.5283 29.8788 29.7344 29.532 30.9612 29.3517 29.3429 29.2155 28.8948 33.5202
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -0.13431221002227373 1.0000000180025095e-35 2.10116745471908 -0.49798711729611411 -1.3831318875547542 2.2685560401286238 -1.1965077841566287 0.31080832553362553 1.0000000180025095e-35 -0.49008176997875957 -0.87905496296652397 -0.37314326152536875 2.840219774690576 -0.38708474296711898 -0.17728069946094757 -0.69841165295377261 1.0000000180025095e-35 0.96476789824184006 -1.0732604638961771 0.5541822889202056 1.7160994611581364 1.0000465497840521 -0.77126990415116425 -0.3110600648408523 2.7698762479640693 0.94170239728407068 0.78297113481662528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 9 5 26 21 -8 11 10 19 22 25 -14 -2 17 -17 -11 -6 20 -3 -5 -9 24 -16 -1 -4 28 29 -13
right_child=14 2 4 6 18 -7 7 8 -10 15 -12 27 13 -15 23 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013815949127694393 -0.00063370589865758989 -0.00016451446012759663 0.00023939432763803739 -0.0022951960659377863 -4.265250592994974e-05 -0.0020273370946578564 -0.00066675123791024764 0.00014549011101807547 -0.0011208201258696027 -0.00018752679953281924 0.0015900124735764374 0.00036735911247560738 0.0014363198170942338 0.00032879831603675519 9.2600571479540049e-06 0.0039393821357488479 3.4587144328791309e-05 0.00029035484300246996 -0.00067214275349904921 0.00075506172252599348 -0.0032042808034161629 -0.00035196959690428603 -0.00053046371906464225 -0.0012938205783369603 -0.00088597921300353165 -0.0012079826608080641 -0.00025413617959492153 0.0031404152956184773 0.0014724107118038712 -0.0023430176368377169
leaf_count=506 30569 1589 23568 765 12113 1307 8134 20563 2210 27850 3297 15455 2860 18796 35734 479 629 37523 32590 3244 360 32863 8233 2734 5826 2188 27265 332 1913 436
internal_value=0 -0.00646102 -0.0152337 0.00419824 -0.0536671 -0.0124526 -0.0290424 0.00348058 0.0238276 0.0475102 0.171878 0.0367922 0.0777973 0.104952 -0.0733347 0.0278347 0.410277 0.0214586 -0.108077 0.049101 -0.161014 -0.0892238 -0.0106007 -0.0358618 -0.0212076 -0.157096 -0.00286956 0.108554 0.0968641 0.0667601
internal_count=361931 287068 262718 165875 96843 52140 90904 57276 49142 74971 8490 46932 24350 21656 74863 66481 1108 65373 44703 5193 1949 33628 28796 44294 41560 2694 50833 18136 17804 15891
shrinkage=0.00446426


Tree=1281
num_leaves=31
num_cat=0
split_feature=785 181 728 852 544 784 1470 1292 647 590 970 1109 1470 846 1367 263 560 1043 1459 921 322 636 1190 134 792 1027 566 146 138 498
split_gain=109.761 86.0024 63.1113 58.8177 49.6655 47.6116 40.4447 39.946 37.8401 86.6597 37.7676 39.6105 39.372 37.1966 36.8337 36.3884 35.6874 35.0658 34.6788 34.3504 34.1632 31.3828 31.1074 31.5345 32.1558 44.3113 33.2703 30.7225 37.6602 30.5557
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.9594655836162902 -1.3664195657027294 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.68903569641304141 -0.49995493244068684 -1.2954595170378473 -0.53268848306471728 1.0000000180025095e-35 1.6445160113075163 1.6590601587821199 -0.8066570567396022 0.53912233727729608 0.62154522891879982 1.0000000180025095e-35 1.6897872118737169 3.0412637214590359 1.35321484427453 -0.87246257202899724 1.0000000180025095e-35 1.471636066430891 2.2368666814773395 -1.0321883268519072 2.3761431599641116
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 7 17 -7 14 9 -4 12 -12 -2 -10 -1 18 19 20 -3 -8 -5 -20 23 24 25 26 29 -15 -29 -19
right_child=1 15 8 5 -6 6 16 -9 13 -11 11 -13 -14 27 -16 -17 -18 22 21 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.2377056699966501e-05 0.00025768627696270941 -0.0001416384337689292 -7.8559981333858891e-05 -2.6063170766762172e-05 -5.0849591534848354e-05 -0.00054661799132140507 6.0441560458858515e-05 0.00017128686469081723 -3.114753247317212e-05 0.00042217725868374666 -0.00015671614109886224 -5.1547373943419727e-05 -1.7764754334673489e-05 -0.0001298491794441684 0.00011542613058107226 6.7549558094465037e-05 -0.00016655585300366844 8.5608623565256841e-05 -9.3782781176604381e-06 0.00021684495672490668 -0.00019792547066211077 -0.00043211610563322924 0.0005368528991966916 -9.1373351274607418e-05 -1.1047948846380526e-05 -3.5478986285730239e-05 0.00038506166935359546 0.00077521205670110914 6.6855685148094458e-06 0.000634766547158499
leaf_count=4800 1374 54652 3910 9180 8361 257 14502 10329 23148 1186 16361 36381 19812 48791 6069 3060 1348 10289 11481 4670 6323 627 285 10534 44440 7060 1051 216 1204 230
internal_value=0 -0.0603187 -0.0435004 -0.0233803 0.0742656 0.00657427 0.094881 0.127264 -0.10268 0.0831816 -0.0730214 -0.106133 0.00360243 -0.117819 0.040014 -0.139977 0.105185 -0.0152813 -0.154279 0.128218 -0.11536 -0.0404821 0.00243709 -0.00023844 0.0157348 0.0883887 0.164944 -0.156402 0.163367 0.12857
internal_count=361931 332372 262552 184097 29559 110169 20777 21198 78455 5096 73928 52742 21186 73359 10869 69820 20520 89392 66760 19172 15503 12108 73889 73604 63070 18630 11570 50211 1420 10519
shrinkage=0.000773033


Tree=1282
num_leaves=31
num_cat=0
split_feature=181 1454 1452 21 1455 1461 1460 1465 1289 334 1449 1468 1469 1226 1451 1463 1463 1454 1459 1465 1450 363 785 1465 846 47 1101 168 1175 1451
split_gain=44.4712 40.8872 53.2122 41.8868 68.6368 54.375 50.8118 48.3988 46.2818 45.673 45.1331 46.4735 42.0271 40.9556 41.3821 59.7824 42.9279 42.0693 42.6562 62.8931 58.2175 40.949 39.8626 38.2631 36.2525 39.4787 36.0071 35.0341 34.6706 33.8604
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 -1.0798509198017876 0.46304910557563933 1.6859053074631882 1.3228809068545828 3.6265588976010945 1.0000000180025095e-35 3.3282589927146211 -0.16476281433214623 2.4634311514058238 -1.1965077841566287 1.3976603854473784 0.54872951183746299 0.71651231327455223 1.6419044020710636 -0.47921441570843964 0.097572730827532081 -0.094677245688818093 -0.51349748097923831 0.86082080199664757 -0.86283290253235112 2.873316917895123 -0.35591705087833159 1.3600231693380471 -1.0472869126297542 1.0474138979427128 0.17281249406598873 0.68572455544445909
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 5 9 7 10 -8 12 11 23 -3 14 21 17 -17 29 19 -19 -21 24 -5 -6 -1 27 -24 -26 -27 -16
right_child=-2 3 -4 22 6 -7 8 -9 -10 -11 -12 -13 -14 -15 15 16 -18 18 -20 20 -22 -23 26 -25 25 28 -28 -29 -30 -31
leaf_value=0.00012949725762506173 -0.00027444270432998394 0.0011229995916828101 -0.0011500191270156172 0.00048448498254345266 -0.00019171064617268485 0.0018630123111986194 -0.0022306094607639801 -0.0016316461855516089 0.001060796623525803 0.0090618095456042949 0.0028892379029669978 0.0035358292159136467 -0.00072434615867509591 -0.00054290269513988906 0.0021822822218906315 -0.0018376379800163157 0.00098920351485979794 -0.0018657111140912524 0.00090441954174574272 -0.0022043467559788267 0.0018656998530947901 -0.00051840836774770104 -0.000317072136447274 0.0050762189287214109 -0.00034852637471990809 -6.1348091415928419e-06 5.6905476699098589e-05 0.0003161651608667086 0.0014427814777184644 0.00073524267198052439
leaf_count=46342 75166 883 4160 11493 1176 828 424 313 674 31 1615 289 5661 14319 1375 1290 553 1542 2081 386 840 17149 24044 78 45253 3257 88238 5923 1743 4805
internal_value=0 -0.00637359 -0.0329143 0.0206425 0.148648 -0.00238543 0.342503 0.470376 -0.0445596 -0.0847336 0.539514 0.270451 -0.100809 -0.0261861 -0.0139439 0.105688 -0.270954 0.166816 0.00866328 -0.181761 0.192844 -0.0275296 0.0090628 0.0643287 -0.0114315 -0.0508024 -0.00368847 -0.0701469 0.13863 0.285885
internal_count=361931 286765 151018 135747 11972 7403 4569 3471 1098 6575 3158 1543 6544 146858 132539 12872 1843 11029 4849 2768 1226 119667 123775 1254 102518 56176 112282 51176 5000 6180
shrinkage=0.00373549


Tree=1283
num_leaves=31
num_cat=0
split_feature=728 1394 659 686 795 784 337 781 1470 1250 99 746 962 740 1251 845 905 5 869 813 706 836 142 1470 566 1361 1436 118 1470 885
split_gain=44.209 42.9183 42.749 39.8524 37.2172 50.2421 48.5026 41.3761 40.9936 41.9291 37.6516 38.7271 38.3319 32.2193 31.9403 31.8807 38.1845 35.996 31.7924 35.0171 34.5426 33.7747 30.4527 29.6041 29.4885 28.9556 45.0411 32.0185 28.9208 28.854
threshold=1.0000000180025095e-35 -0.89507556284558343 0.62821384419828064 1.6123350876002307 -0.29258408639884992 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -1.3545928909252491 -1.3268133377807654 2.0809238288804917 0.66766320980544069 0.78457125397875782 1.6535846841559774 -0.10130996235171043 0.30743828843881055 -0.37419615790237176 -0.81632492835683146 1.0000000180025095e-35 2.1641256470006294 1.9394510504218703 -1.6015708562299358 0.96896132461308226 -1.3782462404802098 2.1710320005650359 1.0000000180025095e-35 1.0000000180025095e-35 2.3787456441485824 0.23412375418294393 -0.92873225317066288
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 4 6 13 7 8 9 -3 11 12 25 -6 -5 16 17 -8 19 20 23 -22 -1 -2 -20 26 -10 -27 -7 -17
right_child=18 2 -4 14 5 28 15 -9 10 -11 -12 -13 -14 -15 -16 29 -18 -19 24 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00017143733153754672 0.0059283735740124554 0.0043192340781708603 -0.00024146937739626399 3.4464625082158419e-05 -3.8162380966806351e-05 0.0006336539869223677 -0.0009237012322854839 5.7445247609432445e-05 -0.00046763413962946085 -0.0020066511668577229 0.0018539950109457285 0.0012352882039399662 -0.00043328991895392246 -0.00067452287107948945 -0.00072245145920481787 0.0014252626264403415 -0.00045323257387273392 0.00061888569368965033 -0.00055517859103755866 0.00071666414448861172 0.0041148878069754537 0.00033088892326119779 -0.00084676926537703798 -0.00026110526054129348 0.00091604252359863141 0.00096900836511149707 0.00084662533382437075 -0.0024129121230517677 -5.5594140689512208e-05 0.00019687608491364002
leaf_count=35553 51 71 34800 11612 56580 11808 1518 12487 3990 637 1785 5548 3518 6005 10670 1822 13033 5853 36173 3322 192 6862 8172 61271 1219 9363 3790 221 6601 7404
internal_value=0 -0.00216302 0.0100326 0.0239095 0.0348001 0.00356368 0.0711527 0.118122 0.162642 -0.32787 0.175964 0.154832 0.111458 -0.0263125 -0.0768486 0.0029794 -0.0442208 0.0819785 -0.0600153 -0.0323522 -0.0455303 0.11323 -0.0710138 -0.0640615 -0.124537 0.150383 0.0502516 0.226639 0.0989611 0.112292
internal_count=361931 252841 209116 174316 152034 80994 71040 41410 28923 708 28215 26430 20882 62585 22282 29630 20404 7371 109090 71698 68376 7054 43725 61322 37392 17364 7780 9584 18409 9226
shrinkage=0.00396413


Tree=1284
num_leaves=31
num_cat=0
split_feature=785 1309 62 21 476 326 332 1459 470 727 710 930 941 519 664 382 816 727 1042 21 1323 830 1449 1308 796 1469 1470 402 513 857
split_gain=111.868 89.6559 78.7295 59.5615 55.8806 52.2321 62.2753 61.1595 50.5815 49.3292 48.7554 56.7409 53.8054 38.6987 39.6347 39.5788 39.3688 41.4779 37.3169 36.398 36.1129 35.4365 35.0373 34.834 34.6581 33.6618 40.1983 33.4051 34.0391 37.7602
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -2.7818205974049124 -1.0099296266851885 1.0000000180025095e-35 1.0000000180025095e-35 0.40413748344094969 0.66595742291584703 1.0000000180025095e-35 1.4588992811557273 1.0000000180025095e-35 3.0707296396180284 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.2619250002047715 -0.682906484622256 0.91363437831498873 1.0000000180025095e-35 2.9187729016580457 0.70639586890216266 0.8598774435242994 -1.3860863925232534 -0.75739456769098112 -1.2909259808610625 2.2131206669479893 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -4 6 -5 -7 10 -1 12 23 18 14 21 16 17 -15 22 -11 -13 25 27 -12 -10 26 -3 -6 29 -29
right_child=1 13 4 5 8 7 -8 -9 24 19 11 20 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.1044370358880768e-05 0.00057386346787891571 0.00023251012474660452 -0.00015412756659349827 -0.00034604880244792994 -0.00016493214531919308 -0.00013616853124698045 -0.00014203927505000588 2.6351743489401879e-05 0.00018809267393063068 3.2814790029690804e-05 -0.00018557665250266536 -9.9927578324434031e-05 0.00041084122972008801 -0.00025120787298952142 -0.00012723130731191349 -2.5037726976045634e-05 -0.00037224566580419389 0.00038519480273881623 -0.00019663925583582401 0.00022087682391857093 0.00086337907352585788 7.1124605746322153e-05 7.3387599528747103e-05 0.00032476259350771761 7.3038744391994828e-06 -4.1037598395411984e-05 -0.00038233840161454508 -1.7771549380762087e-05 0.00014081387345640111 -0.00016658198937085912
leaf_count=12551 450 2809 24962 20353 16846 46521 25488 13147 5164 6893 820 4851 815 425 14635 3358 315 3054 12196 10115 132 17750 6941 3459 15279 54740 457 21714 3062 12629
internal_value=0 -0.0612639 -0.0878033 -0.139128 -0.0519014 -0.143655 -0.216765 -0.102784 -0.031995 0.0745527 -0.0589486 0.0869137 -0.0794153 -0.00873686 -0.0215765 0.13088 0.269144 0.330377 -0.0867044 0.150591 -0.0716542 -0.00390375 -0.0650402 0.264975 0.0559579 -0.030002 0.163023 -0.0854828 -0.0499253 -0.072662
internal_count=361931 332372 234829 105959 128870 105509 45841 59668 103908 29559 83465 9262 74203 97543 90391 7152 3794 3479 73388 17008 4983 75756 61192 4279 20443 58006 3266 54251 37405 34343
shrinkage=0.000942322


Tree=1285
num_leaves=31
num_cat=0
split_feature=67 1097 407 1022 1361 816 893 785 1455 1223 884 1436 795 1444 921 21 784 126 418 854 1469 21 488 392 942 678 727 1246 1458 280
split_gain=105.132 87.6345 72.363 57.2452 67.2733 49.8196 49.8625 46.9374 46.9024 47.6358 62.8408 45.0564 44.9556 53.6301 44.2532 42.2062 39.1958 35.8191 35.3274 35.1835 35.1659 33.4449 31.5588 31.4873 30.3815 30.1995 30.0571 29.8714 29.5886 29.5034
threshold=1.0000000180025095e-35 -0.64966988391888181 -1.2965003005540392 1.0000000180025095e-35 1.0000000180025095e-35 -0.92870374882376117 1.6744786423712141 -0.86283290253235112 2.5522110869383945 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.29258408639884992 1.4869556111282132 1.0525743831388839 -0.70163543588998201 0.9594655836162902 1.402259659649604 -1.0845401530198562 1.1246320002485164 -1.2987941639197651 0.81122649975724037 3.4237551619314548 1.456823163211475 2.231519495564001 2.2630177386489128 1.0000000180025095e-35 0.338010517223786 -0.29018812659098675 -0.46583375033392704
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 29 4 11 -2 7 25 9 10 -1 20 13 19 -9 18 -16 -18 -11 -5 -4 -17 -20 24 -6 26 -7 -12 -14 -3
right_child=5 2 3 12 23 6 -8 14 -10 15 27 -13 28 -15 16 21 17 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030744554719704592 -9.3981326679121586e-05 -3.6057614559085456e-05 5.8900057843550494e-05 8.8336158155169112e-05 -3.9921756235179884e-05 2.9081586426030167e-05 -0.00014423836576248555 -5.5300082026418167e-06 0.00013409856389117535 0.00018447776804922432 -6.7701074200334768e-05 -1.2656472142641099e-05 -7.9156080759577017e-05 -0.00014533933831856441 4.0991164132304903e-05 -0.00015304298197182798 0.00030089831941245814 -0.00018593611151091369 -5.6687396555291379e-05 -0.00015510051659519344 -0.00019554680517082444 9.959911466014181e-06 0.00070136109451658093 0.00015772611866084259 0.00023285985874254401 -0.0003644046555105409 0.00022618915455287374 -0.00021924114910309232 1.4299698668730758e-05 -0.00017559453302085434
leaf_count=17354 14611 7236 1468 26504 28486 3000 6633 69558 2157 2216 13159 7367 18073 3937 8553 26875 3009 425 16984 1741 23804 4530 140 2660 1025 336 5966 7922 17684 18518
internal_value=0 -0.0790104 -0.0495895 -0.0308724 -0.0820113 0.00177848 0.0181306 0.0292993 -0.143333 -0.15352 -0.232026 -0.166243 0.00977668 0.0670092 0.0135479 -0.110427 0.128218 0.311072 -0.0241657 0.0960385 -0.222601 -0.164249 -0.0626516 -0.0165228 -0.0373301 0.173397 0.196381 -0.156019 -0.0414196 -0.171264
internal_count=361931 249840 158503 132749 64810 112091 97480 90847 91337 89180 38435 32639 67939 32182 81545 50745 11987 3434 19340 28245 25272 31405 17124 32171 29511 9302 8966 21081 35757 25754
shrinkage=0.000773033


Tree=1286
num_leaves=31
num_cat=0
split_feature=890 407 785 43 497 1235 21 852 1361 1229 472 409 354 728 1469 21 557 1051 816 921 1011 790 1465 1452 1469 1458 1451 1379 728 1459
split_gain=114.285 117.385 89.427 69.3336 66.3026 56.4168 58.3747 61.4608 53.2221 61.8769 51.1967 49.9741 49.9004 48.4711 48.2345 43.897 42.6328 45.0463 40.7546 46.1297 43.942 41.5732 39.919 54.558 41.3635 39.4706 39.1094 38.5503 38.2845 36.2675
threshold=-1.0182342416987082 -1.2965003005540392 -0.86283290253235112 2.2744972866152193 2.2206245932530155 -1.24934742919911 -0.32341995197817647 -0.22706799479215015 1.0000000180025095e-35 1.0000000180025095e-35 1.3745030404662117 1.0000000180025095e-35 1.2841085960417071 -0.49008176997875957 -1.1256941366283033 -0.70163543588998201 -0.28798126591991186 3.3097721730075098 -0.92870374882376117 1.0525743831388839 1.3326183996331451 1.8618223311409718 -0.40523020188868136 0.4926003403048807 0.10961060358803758 -0.60078376361715269 0.75140231727557782 -1.1552426497997956 -0.49008176997875957 0.49900387419946662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 26 13 4 5 -4 11 28 9 -1 18 14 -6 -3 -7 27 -16 25 -9 21 -21 -20 23 -15 -25 29 -2 -10 -8 -18
right_child=1 2 3 -5 12 6 7 10 15 -11 -12 -13 -14 22 16 -17 17 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00032407427231086704 -0.00016706212693289534 -0.00015298604821769595 -0.00013433394320597276 -0.0002212621809290096 8.9210005783943306e-05 0.00020620599554682141 4.426770466598984e-05 -0.00016331758659497659 0.00021883251737718579 -0.00011480870533188745 -0.00014741726755405446 -6.5938012226570536e-05 0.00053050335531823868 9.1427635721651269e-05 -6.3636441127525606e-05 -0.00011491769577913973 0.00014038096134640697 0.0012662865116631076 -1.7193568417666393e-05 4.4835149393151699e-05 0.00030144709331104822 0.00016001790458460347 0.00018326480391513754 -0.00011947968868415957 -0.00082159115907132153 3.5812402647508192e-05 1.9483141569886893e-05 -3.3646457895386656e-05 -0.00012620701519331287 0.00052618959782114734
leaf_count=16727 31623 2507 18845 8263 7437 6376 4934 4903 2717 20624 9390 13728 853 7225 10250 37510 3897 89 50635 6101 3101 4734 13515 1153 376 16417 5215 18899 32939 948
internal_value=0 -0.0262692 -0.00993174 -0.0253173 -0.0183398 -0.027443 -0.0163333 -0.0427476 -0.122715 -0.209167 -0.00991049 0.0437116 0.154514 0.108544 0.0809172 -0.0837574 0.0448431 0.0967552 0.00828699 0.0214222 0.154022 -0.00201428 0.138782 0.0295921 -0.328347 0.0898937 -0.156386 -0.000236109 -0.115973 0.258172
internal_count=361931 265454 228616 203840 195577 187287 168442 116737 96477 37351 78864 51705 8290 24776 37977 59126 31601 21351 69474 64571 9202 55369 22269 8754 1529 21262 36838 21616 37873 4845
shrinkage=0.00087056


Tree=1287
num_leaves=31
num_cat=0
split_feature=253 1442 478 6 840 1430 1051 1402 559 1392 1461 1465 1465 1462 1452 1465 1449 1456 1465 955 1452 1449 1452 1452 1469 1459 1452 21 21 1450
split_gain=45.315 42.4071 37.2209 39.631 38.34 35.0973 38.3069 32.9025 32.8979 32.6487 32.7235 32.5531 65.6156 46.3788 43.8741 70.8936 72.8449 52.4203 78.6172 49.5309 55.0449 49.2448 44.0565 76.3044 56.4263 44.4001 49.3863 43.5416 38.6423 40.5502
threshold=1.0000000180025095e-35 -0.962738934255707 2.664053297859589 0.93427749920578174 2.3196559528514622 0.54622893720785959 3.3097721730075098 1.9698232493185233 -0.020387883378312752 3.0243454669273118 2.168355840084041 0.37973282798721492 0.42261052687510853 2.6555920454737483 -0.63504016340352343 -0.20798260678681882 -0.58632960250228139 0.9901232371825377 -0.16063340327381712 1.0000000180025095e-35 1.1844650239005572 -0.41896145722896333 -0.37083480438412358 -0.36594460794295663 -1.1256941366283033 2.2026343062995877 0.27727814463220007 5.6334739196327623 -1.2689586617576902 0.34819027000469654
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 9 3 5 -5 6 8 -8 -3 10 -2 13 27 14 15 28 -17 18 -18 22 -21 -20 -16 -24 25 26 -25 -13 29 -1
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 -12 12 -14 -15 19 16 17 -19 21 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0025790212424443948 -0.00058677223565581111 7.4664418898836261e-05 -0.0009739148483710224 -0.00064807437202095398 0.0015726600316256145 0.00039310355296138014 0.0011401496084284183 0.0073854772177997206 -0.00041275722743361028 0.0042132969506511577 0.0007793073971349545 0.0018530874116596864 0.00012888613539844971 0.00088261095042010561 -0.00036307637837725308 -0.001512652626172375 -0.0029845730026039899 0.0024482670837058596 0.0017203634940521097 -0.00033799744995523061 -0.0015714043029483849 -0.00021449944007113271 0.0046055329129454379 0.00011811222385664783 -5.3132739730953587e-05 -0.0023977216513390146 0.0015149402963744647 -0.010354734708346457 0.00033022091157468509 -0.0014975972184001641
leaf_count=1008 41843 29491 5712 13016 635 15085 246 64 22229 130 1675 2042 48806 3578 27177 3705 799 617 1227 36188 3909 6834 275 3440 58879 319 3665 22 29047 268
internal_value=0 -0.0551097 -0.0276932 -0.0167646 -0.131107 0.00604137 -0.0243381 0.728556 -0.0296916 -0.124506 -0.12894 -0.000305384 0.0481472 -0.0146935 -0.0202226 0.0406071 -0.0970658 0.00288623 -0.0421109 -0.040731 -0.110693 0.0206792 -0.0138136 0.0167139 0.0116963 0.180114 0.213241 0.425321 0.0986783 0.462941
internal_count=361931 130126 86478 80766 13651 67115 52030 310 51720 43648 43518 231805 50870 180935 177357 43505 13182 9477 8860 133852 40097 8061 93755 66578 66303 7424 7105 2064 30323 1276
shrinkage=0.00404341


Tree=1288
num_leaves=31
num_cat=0
split_feature=785 728 1431 727 852 278 727 539 923 346 784 694 1175 547 388 647 590 815 1016 690 982 708 928 353 1247 792 608 927 199 1469
split_gain=104.688 86.7035 61.142 55.8056 55.168 49.6352 46.3572 66.9698 53.4764 42.5627 44.5142 39.2632 36.6644 36.1223 35.9173 36.9224 87.7194 33.3347 42.7758 42.6156 33.3252 37.5206 32.0721 36.2472 32.1071 32.0713 32.9709 31.3462 30.843 30.1224
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 -0.22706799479215015 -1.1833072469291228 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 2.4847975134223916 0.9594655836162902 1.2342127532274445 -0.31923240808069592 1.4078093546699517 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.025797690869350669 3.0854258727671673 -0.55689657685208205 -0.97827964681891932 0.63280207191488913 -1.1986830121318872 -0.87246257202899724 1.0000000180025095e-35 1.0483613175537825 1.0000000180025095e-35 -1.3263328046252252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 27 6 28 11 8 -8 10 17 -2 -12 -5 15 16 -3 18 -7 -19 -16 -22 24 -24 -10 26 -21 -1 -6 -17
right_child=1 14 -4 13 5 9 7 -9 22 -11 12 -13 -14 -15 20 29 -18 19 -20 25 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.0920753897132324e-05 9.3119656739244192e-05 -7.9652619916326052e-05 -0.00010064755769002293 0.0001440364754111824 -3.7065197455909592e-05 -0.00010613993876129013 -0.00035995563814009661 1.6172783232653556e-05 0.00049306327193122512 -0.00023096626471578186 -8.123026181871297e-06 -5.1052018503228211e-05 0.00013967375982896607 -0.00017020869723729812 -0.00019164890512690739 0.00039548518100203698 0.00043292877011983494 -2.1097475047610649e-05 1.1466688619725469e-05 -0.00013051039838584511 0.0010411237521813709 -0.00057236535123785502 -0.00015759954956917047 -1.6767918605517215e-05 -1.6854422949429147e-05 4.120551957825934e-05 0.00021296772868899114 0.00020527800527902836 -0.00024233251392350236 -9.2607689208891526e-05
leaf_count=11206 9356 3918 35150 15968 6397 18795 2982 13234 441 2290 7001 13873 12704 1040 20046 322 1190 21354 21311 890 146 103 27393 7325 5220 16659 5747 1345 4315 74210
internal_value=0 -0.0558031 -0.0344073 0.0757966 -0.0206995 0.00776879 -0.0671636 -0.102674 -0.151772 0.0201969 0.025876 0.0152237 0.113476 0.156763 -0.119116 -0.0987765 0.0844068 0.00426086 -0.044509 0.0405094 -0.228347 0.664368 -0.129607 -0.157387 0.026826 0.0990799 0.217545 -0.0274559 -0.14666 -0.113566
internal_count=361931 332372 232437 29559 197287 117463 79824 56595 43361 106751 104461 23229 19705 17008 99935 79640 5108 84756 40106 44650 20295 249 40379 34718 5661 23296 6637 12551 10712 74532
shrinkage=0.000788493


Tree=1289
num_leaves=31
num_cat=0
split_feature=815 878 1099 279 789 896 933 513 583 728 581 497 1450 1457 675 851 651 1329 1312 727 568 923 992 707 760 980 1092 1453 1454 869
split_gain=45.0069 96.5829 59.5578 57.0944 42.0233 48.8813 48.3845 61.8166 62.7691 59.2021 47.6201 40.2218 38.9413 37.8282 35.6065 34.609 41.6293 34.2603 32.8574 32.6392 38.2819 32.5942 31.97 31.3698 30.6024 30.2437 30.3867 29.6318 32.9509 29.629
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.98842746550066363 -1.0065438354874019 1.1248358748350926 0.42670496010513392 0.68806224955729689 1.0454229551509682 -0.55326332990463356 -0.49008176997875957 1.0000000180025095e-35 -0.7553615547136906 -0.20594505553673845 1.8601767835506282 0.44359160413691395 -0.84871412517626565 1.1107569744011787 0.26536942375817424 0.68814579327860825 1.0000000180025095e-35 0.98114581867423356 -0.36513490025409884 -0.88186080764334462 0.43610347692429446 2.4762753723718167 1.6523040341855757 4.2415133275318073 -0.17338873234045579 -0.77574368866889332 -0.57653763495970078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 13 -9 -10 25 -5 -13 17 23 19 18 21 -17 20 -7 -2 -23 -6 -3 26 -11 28 -14 -16
right_child=4 24 -4 11 14 15 -8 8 9 10 -12 12 27 -15 29 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012968526011982516 0.00051117435761681613 2.018580572839716e-05 -0.0014798227241246814 -0.00083052725858356099 -0.00026628604471496764 -0.00050278324987515857 -0.00019106367593986031 -7.9114700715359016e-05 -0.00028820290262863572 0.0022268402011409211 0.00076628044679527432 -0.00044035758105005914 -0.0015093026262811245 0.001087145144052242 -0.00066766120176473128 -1.121869865901777e-05 -0.00085918039847204765 -0.00029615626092008003 -0.00067903360793888565 0.00072347663439747197 0.0014553979191748887 0.0010273744538020452 -4.5814969736939287e-05 -0.0010230423069965485 -0.0011484941394539283 -0.00040459085693973513 -0.005075528840691926 0.00066405742137716787 4.3153516254276692e-05 0.00065309399602359812
leaf_count=10902 17174 87429 8852 14217 17097 4947 20708 4533 1837 4148 4780 25769 1787 2969 1703 33480 7553 14115 7915 5717 887 2151 28145 6816 2366 360 39 6708 12522 4305
internal_value=0 -0.0476016 -0.11934 -0.0981427 0.00415061 0.0178051 0.0466572 0.0706031 0.186004 0.269595 0.336476 -0.0736913 -0.0413827 0.0393588 -0.0728219 -0.0320841 -0.0589362 0.0271421 -0.0315005 0.071496 -0.0471032 0.0537846 0.00945748 -0.114494 -0.00115594 0.485736 0.533671 0.0345976 -0.0294047 0.0690156
internal_count=361931 170552 80757 71905 191379 161458 100959 80251 15697 11164 9327 61003 46786 64554 29921 60499 48948 61585 41395 11551 5834 47470 30296 23913 89795 4547 4187 21017 14309 6008
shrinkage=0.00404341


Tree=1290
num_leaves=31
num_cat=0
split_feature=131 1031 1459 785 519 377 710 638 921 761 922 545 126 541 444 628 21 912 1461 227 1449 728 1389 554 1307 539 646 1292 1237 29
split_gain=44.2879 46.3088 44.8733 43.5442 42.1776 63.8466 43.6558 68.2158 60.8858 68.3215 52.02 47.5541 45.4703 43.4581 43.3523 41.4349 36.9056 36.5935 37.242 36.2947 35.7763 35.5864 35.4366 35.2069 38.8896 35.1839 34.644 34.0032 34.5652 33.6155
threshold=-1.2826351221583661 1.6568736917453439 0.42092846839687775 -0.86283290253235112 2.1420547332082829 1.4210717172751071 1.2425940506261739 1.4144351724496314 1.0525743831388839 1.5021234709567175 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.55676187874653171 0.53875400747721158 -0.34508460182458467 -0.89074317784588486 2.0688630952352867 1.4098417307792441 0.72256372373932043 -0.16476281433214623 -0.49008176997875957 2.4010845165005832 1.51665191340671 1.0485873544557924 0.6695026854463163 0.99988622835687535 1.0000000180025095e-35 1.0000000180025095e-35 0.37748486709936158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 21 6 14 8 10 12 13 11 -8 17 -10 -6 -3 29 18 -5 20 -18 -2 23 26 -25 27 -12 28 -14 -4
right_child=1 15 16 4 5 -7 7 -9 9 -11 22 -13 25 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00047213387169973747 -0.00074405432574708519 -8.3503770239818009e-06 0.0014630555894426473 -0.00048855954631595293 -9.7739292369511109e-05 0.002159116724922775 -0.00025007524591360637 0.0017199505411382005 0.00067934340615246973 0.0014831982739223169 -0.0010036608636856312 0.0010024502690861871 -0.00027227426835057053 -0.00024127395525628387 0.0010367242289803181 -0.00086224320567144499 0.00075490613265344884 0.00077992534798991607 0.0003165404220558057 -0.0014221335429809687 -0.0005445236271143587 0.00053253193663534842 0.0030792904158740354 0.00021201649931427237 0.0047341294625737633 0.00038192254624044175 0.00047899378835515827 6.7301574899140376e-05 -0.0013522228253735379 -0.00023497297622739012
leaf_count=61594 2319 14463 3641 74067 9922 1617 5204 3008 7277 3866 7333 7451 26091 14372 3950 17752 4577 2656 6453 2345 4663 21472 297 756 196 13469 1874 31964 4831 2451
internal_value=0 -0.00459146 -0.0696435 0.0041269 -0.00571945 0.0953695 -0.0147782 0.0676278 -0.0273109 0.0701598 0.028204 0.120856 -0.0443359 0.0211589 0.0508722 -0.0993704 0.0327905 -0.0826506 -0.0919169 -0.0418787 0.0202078 0.0902966 -0.0852064 -0.106114 0.261624 -0.0063412 -0.150305 -0.0312091 -0.0913499 0.18677
internal_count=361931 282660 79271 250445 226654 15489 211165 26119 185046 25515 23111 12655 159531 21649 13872 32215 17677 83176 80520 11585 9240 23791 10456 10159 952 76355 9207 62886 30922 6092
shrinkage=0.00455354


Tree=1291
num_leaves=31
num_cat=0
split_feature=50 56 1470 729 1104 1459 1449 414 1458 76 1171 639 940 651 1456 821 1314 1470 1020 910 142 426 639 54 668 45 1469 330 807 706
split_gain=44.9114 77.4235 34.3402 33.2413 32.6664 32.8461 35.6566 32.8585 30.3736 32.598 29.2973 31.9381 29.8929 29.1502 28.8095 29.196 28.5102 28.8308 28.4196 28.2882 28.4392 27.9569 27.7877 27.3759 39.7995 28.7705 31.7818 28.8202 27.3571 27.2548
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 0.75637635299260908 -0.47021539732191159 0.46383055849355342 -0.033338613060571481 -0.18382988354701635 -0.57564690069438296 -0.53882114254848867 0.81981033005472737 3.103512251845403 2.3907917078320593 1.1107569744011787 3.5267996248326976 1.0000000180025095e-35 -0.82548413891789607 2.1658139678380679 1.0000000180025095e-35 0.67909569382761958 -0.95107606439125225 -0.16465973227156952 1.838557859004821 -0.42445565733332025 6.162002192503798 -0.4851739300165801 -1.161100960392466 5.5487797831103203 1.0000000180025095e-35 1.8228602389021764
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 4 22 7 8 -6 -7 -10 11 12 14 16 15 -3 -4 23 -5 20 21 -1 -2 28 25 26 -25 -27 -18 -20
right_child=3 10 13 18 5 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 17 -19 29 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0034267563299969065 -4.2609296351043502e-05 -0.00032993805347067331 -0.001160487030328131 -0.00039984256540581963 -0.00010446650779831026 0.0017287195753600364 0.00010444664242764416 0.00026478193966299017 0.0013198799766697253 0.00018597471099259834 0.00036155513387448632 -0.0015987097572432651 -0.0011706346533999223 7.0241401867418527e-05 0.0011130535343588702 5.1111188964877612e-05 -0.0011403678404513836 -0.0019559075390053818 -9.5438421060636109e-05 0.0015413097931637899 -0.00041040850982288098 -0.00092941664414801777 -0.00095739755891409547 0.00078304797865587491 0.0076868783746966178 -7.5337191572042301e-05 -0.00085059346484882747 0.006718183511950547 -7.0261305204189365e-05 0.00065334265447591455
leaf_count=279 44460 28341 12920 28807 31942 2004 8172 38384 2628 4756 11217 1458 2886 5936 1475 45080 11501 1741 28846 899 3221 168 3003 1207 34 17511 14187 43 4445 4380
internal_value=0 -0.0465845 -0.116387 0.00535479 0.0229841 0.0468416 0.126246 0.0255866 0.213101 0.151138 -0.00725598 -0.0237505 -0.0183043 -0.135157 -0.0112196 -0.0178625 -0.155874 -0.130176 -0.041048 0.063625 -0.0270202 0.468266 -0.0235138 -0.118545 -0.0768313 -0.0810717 -0.171541 -0.0126226 -0.217793 0.00141956
internal_count=361931 164549 74092 197382 135349 87886 17560 70326 9388 7384 90457 79240 77782 69525 74896 73421 63589 50669 62033 4567 3668 447 47463 48928 32982 32948 15394 17554 15946 33226
shrinkage=0.00396413


Tree=1292
num_leaves=31
num_cat=0
split_feature=785 470 728 962 803 50 507 56 150 666 609 712 973 1452 1465 1470 61 578 789 1311 791 497 1237 927 272 1450 821 911 803 1400
split_gain=119.897 80.1782 95.5662 109.519 85.4705 74.3373 73.6881 60.5612 60.5116 54.8512 71.5618 54.3932 49.6759 51.9489 49.5152 45.1867 42.3786 42.3468 42.2017 39.9164 38.9415 38.6771 38.456 38.2599 38.008 35.6552 35.5198 35.4756 34.6145 34.5114
threshold=-0.86283290253235112 0.66595742291584703 -0.49008176997875957 1.3714217264408297 1.9682860324222273 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 -0.03396534862334058 0.45873907618427312 1.6285028476148826 -0.63779424894106762 0.71936209383847949 0.4926003403048807 2.3195887819936725 0.88064864201853632 1.0000000180025095e-35 -0.87905496296652397 1.1248358748350926 3.6225485867211153 1.0000000180025095e-35 1.7001250133015622 1.4298092310842805 1.0483613175537825 1.6568181847307961 5.5426090097491345 -0.72370887929751782 0.80962313860796276 4.1943791076760144 -0.33828838952156109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 6 4 5 7 12 25 -3 28 -11 -1 13 29 16 -15 20 -13 21 26 -7 -10 23 24 -19 -4 -5 -23 -6 -2
right_child=1 8 3 19 9 14 -8 -9 18 10 -12 17 -14 15 -16 -17 -18 22 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015924344499992251 4.5249300425750283e-05 -4.0027843694718162e-05 -0.00019581950191761664 -0.00026809429365885182 -4.9446770525295174e-05 -5.8779035131135306e-05 0.00017460232632966237 -7.3777994070538648e-05 6.5046791902575958e-05 0.00032911620983859784 -0.00056782451566795818 0.00027082822192200733 -0.000139695473246426 9.6960524833500424e-05 0.00017816601926426288 0.0005830868605573151 -0.00011868860913743872 8.0568069894777173e-05 -5.7433521535852472e-05 0.00064060543399905158 3.4727272066309424e-05 0.00034741235663306104 -0.00018171959943955415 0.00028346946300338135 -0.00020861743977756888 0.00085206195245382847 -0.00013373324263628539 -1.8992108722351395e-06 0.0005034584157929074 -9.0225888887749347e-05
leaf_count=3225 10971 40544 40239 21998 5371 44798 6543 32648 16535 3199 273 3439 10546 6647 2748 644 25200 17022 6276 196 20266 2762 1734 2638 1501 88 17994 1091 341 14454
internal_value=0 -0.0585967 -0.0784065 -0.100998 -0.0797251 -0.0927455 0.00819759 -0.155188 0.00445415 0.116844 0.315755 0.081849 -0.0274345 0.0129677 -0.0547348 0.170787 -0.064088 0.111205 0.0785032 -0.233893 -0.0361498 0.122768 0.0793323 0.103462 0.0712352 -0.2335 -0.241252 0.302651 -0.0160783 -0.0360929
internal_count=361931 332372 265164 215359 175171 165987 49805 72975 67208 9184 3472 29559 43262 32716 93012 7291 90264 26334 26664 40188 65064 20388 22895 21161 18523 40327 39992 3853 5712 25425
shrinkage=0.000820348


Tree=1293
num_leaves=31
num_cat=0
split_feature=1430 1160 1469 1436 150 637 1092 623 414 1469 915 639 1434 1191 885 1424 1450 570 639 144 765 498 1470 697 556 216 1256 1183 139 1459
split_gain=43.7158 92.4954 42.4379 42.2668 37.0581 34.2269 32.3679 32.2355 32.0583 33.9877 31.5833 30.8395 29.8144 40.462 38.1615 42.2654 39.6511 29.4307 30.9965 27.8977 28.1324 27.8386 27.7732 26.8235 26.9531 26.7591 28.7909 26.5014 26.3501 26.229
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0000000180025095e-35 -0.21670947407920635 1.1924862052849872 1.0127093791323547 2.0106800032934848 0.39214788470034395 1.6911153983873026 -0.71904054308896115 2.3040010183882997 -0.42195508979895918 0.45411017451175645 0.98964072280890891 1.0000000180025095e-35 0.77564961053780224 -0.083780762695465361 0.42721408539040334 1.7191564938916206 2.0978455817330324 2.3761431599641116 -1.2008461188180046 1.5860295084849245 -1.2063406251673221 -0.7695639776090929 -1.5789511732583497 -1.5795736472662103 -0.7911895199265091 1.1875571719422735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 12 7 8 11 19 9 17 -1 21 14 -14 15 -4 -16 27 -19 20 23 25 -9 -2 -25 -3 -27 -6 -11 -17
right_child=4 6 3 -5 5 -7 -8 22 -10 28 -12 -13 13 -15 16 29 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0016669002243940554 -2.0842652851262357e-05 0.00023056809405745671 -0.0014720428037259595 -4.0637534359764252e-05 -0.0018392318096439762 -0.00029213837361467398 0.00032961166337564982 0.0020920258036949825 0.00041926505707273563 0.00098093107751371983 -1.611749898775124e-05 -0.00093643556859514092 -0.00033472916375613628 -0.0011877165824403456 -0.0021842754158021001 -0.00048723599272766183 0.00043664949263534745 9.2980003268479868e-05 -0.00061570688356153702 -0.00066775542085291677 -0.00083790711873003452 0.0013145505347517917 0.00030757651637726197 0.0014208230081971473 -0.00073142663905914965 -0.0015071764963555691 -0.00012557414050287506 0.00029935835140829228 -0.00094842144701569808 0.0012559414954751286
leaf_count=765 84307 15995 6964 12865 391 10590 13768 551 25068 580 2970 3291 33073 7379 3328 9168 488 13087 6344 6270 3626 931 4543 444 6907 1384 50924 31849 3268 813
internal_value=0 -0.0455848 -0.11557 -0.133253 0.00555795 0.0368391 0.000638389 -0.02389 0.0518855 0.0222449 0.0954545 -0.020396 -0.166226 -0.126853 -0.257864 -0.189506 -0.482665 0.0364326 -0.0327869 -0.0331664 -0.0236419 -0.0109932 0.143808 -0.0162124 -0.159344 -0.0166077 -0.0420807 0.0752108 -0.182054 -0.085034
internal_count=361931 164106 77813 74078 197825 91177 86293 106648 80587 55519 3735 72525 61213 40452 20761 16945 3816 51671 19431 101554 95284 69234 5094 91658 7351 68303 52308 32240 3848 9981
shrinkage=0.00366224


Tree=1294
num_leaves=31
num_cat=0
split_feature=785 728 1445 852 727 405 692 388 896 928 921 791 647 590 746 713 797 962 703 1452 651 547 1023 909 696 914 927 943 596 1181
split_gain=112.083 87.386 66.2237 65.0414 57.9914 52.658 46.0524 41.1432 41.0317 46.5687 39.7298 46.7711 39.6415 98.0733 38.1077 62.3549 50.1157 42.0898 39.518 43.5524 38.7162 37.557 35.3739 34.9815 34.7164 32.3976 31.9096 30.932 35.3478 30.8566
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -1.0353775541481285 1.0000000180025095e-35 -0.43454379769620094 -0.52992354128753727 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.66766320980544069 1.0000000180025095e-35 0.63961785378869596 1.3714217264408297 -1.1383826125856358 0.075388382208316021 1.0000000180025095e-35 1.4078093546699517 1.0000000180025095e-35 0.79941035963300433 0.45667540409088819 3.2762546484437549 1.0483613175537825 1.4693784537238983 3.0920830256423057 -1.2831469864174478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 26 8 -5 12 9 22 11 -8 13 -3 15 18 17 23 25 -20 -16 -6 -2 -17 -12 -10 -1 28 -14 -13
right_child=1 7 -4 6 21 -7 10 -9 14 -11 24 29 27 -15 20 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.3617313141233164e-05 -4.881441982159811e-05 -8.6268639404307761e-05 -0.00011965410836939387 -0.00013354563557808511 0.00014876199080498382 -0.00012421109320612348 -4.246884195172578e-05 -0.00019296163186121703 -0.00012500067630384382 -2.2902316472545037e-05 0.00022469695554662344 -0.00044600859499684955 -8.8113738537474166e-05 0.00046732269423466189 7.1529966885819807e-05 -2.4287044195592979e-05 -0.00021864649613563192 -0.00021310267906261357 -8.0014413840268471e-06 0.00019512148169289724 -6.8039826046635801e-05 -0.00017786642385855022 0.00011830484019589864 -0.00015882910594961291 -6.0900567672281e-06 0.00091629004237408715 0.00021002447355051714 -0.00024223139163488693 0.00032563323884912915 0.00020384791728778482
leaf_count=11206 4874 3918 30890 3404 15968 20981 9383 20295 6056 38995 6759 281 67289 1190 12569 29283 9985 7761 8634 4809 9314 1040 14622 7467 2446 74 1345 6654 589 3850
internal_value=0 -0.0599664 -0.0384861 -0.025945 0.0761546 -0.0416655 0.0702936 -0.123454 -0.0290302 0.0144893 0.102574 0.0297805 -0.101647 0.0881688 -0.0574025 -0.083333 -0.12333 -0.0919469 0.0216724 0.0837922 0.0156534 0.158574 0.0971346 -0.0645393 0.205339 -0.133667 -0.0291818 -0.116953 -0.103656 0.211948
internal_count=361931 332372 232437 201547 29559 175424 26123 99935 154443 58491 22719 13514 79640 5108 95952 74069 54496 44511 19573 13443 21883 17008 19496 36750 9205 6130 12551 74532 67878 4131
shrinkage=0.000804263


Tree=1295
num_leaves=31
num_cat=0
split_feature=612 189 733 423 841 984 705 624 120 1462 74 21 62 672 889 1110 194 697 1246 1361 6 1320 395 276 1318 1041 1465 625 1392 986
split_gain=43.4811 39.3521 38.9413 34.4365 36.2858 32.2331 31.5461 30.4371 32.4873 31.2014 30.4112 29.874 42.1282 36.0422 40.6348 39.6602 38.5489 33.8896 31.5721 30.1581 29.4727 31.3703 29.2217 33.2713 31.9072 30.9125 29.0794 28.6723 33.6588 28.4665
threshold=1.0000000180025095e-35 2.7059755265676442 1.0000000180025095e-35 0.2014999529365322 1.6592057312808666 -0.074116456097958722 0.9500464794385356 -1.2867043653583499 1.0077541972150732 1.1061400540281336 3.4049181668780508 -0.70163543588998201 -1.2811150420666217 -0.65546635319905777 1.3149075955530187 -1.2088749528996654 1.0000000180025095e-35 1.1218838593942595 0.44432243709144098 1.0000000180025095e-35 -0.43963619946483973 -1.3962427465661753 1.0000000180025095e-35 2.2850336839024266 0.33022151928991478 0.21076672268567595 1.4270952891077759 0.194721246973726 -0.57734059344941924 3.7216340223715432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -5 -7 9 22 10 -2 17 27 14 -14 -15 19 18 29 -17 21 -21 -9 24 -24 -25 -10 28 -13 -1
right_child=7 -3 -4 5 -6 6 -8 8 26 -11 -12 12 13 15 -16 16 -18 -19 -20 20 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00062728375274791691 -0.0015610860690572362 -0.0011564071637328755 -0.0002558999231643757 -7.7426399325248949e-07 -0.00045446440674648818 -0.00052961875422857167 0.00031479998252077637 -0.0005352861863430039 -0.0013869694956443151 0.0011916458467416363 0.008109262810013361 -0.00065803989559335828 -0.00016150538235263511 -0.00087515974759826143 0.00075865161476757349 -0.0003452457345110009 0.00049666670979935437 -0.00032605248033119318 2.9561376355946926e-05 0.0048725074517594414 -5.4833590955490531e-05 0.00066404180345298641 0.00028577100096695773 0.00033572252822991044 -0.00060353993646860941 0.0052946927717247762 0.0016440588748944059 -0.0009560041682150441 0.0003167486008607952 0.0033834311192131846
leaf_count=20419 5713 3798 61133 54883 9368 25287 4372 15711 5224 621 32 5934 36551 2789 3966 12970 32659 5695 9757 142 8243 5889 11336 260 5987 181 429 5686 6604 292
internal_value=0 -0.00708269 -0.00475532 0.00632494 0.0239716 -0.0316392 -0.0944705 -0.0905248 -0.067835 -0.283645 -0.358262 0.0316789 0.0156949 0.031455 -0.0169801 0.0646304 0.0753925 0.0879998 0.115653 0.00858889 0.0719138 0.184941 -0.0423798 0.0180714 0.00147445 0.631258 -0.273158 -0.087718 -0.029503 0.161891
internal_count=361931 316437 312639 251506 166964 84542 29659 45494 39128 6366 5745 157596 121433 103209 40517 62692 59903 36163 30468 27244 14274 6031 33475 17764 17323 441 5653 18224 12538 20711
shrinkage=0.00412428


Tree=1296
num_leaves=31
num_cat=0
split_feature=50 56 581 644 419 623 150 1039 762 570 848 409 1454 1452 79 1469 1168 1044 1105 1189 150 126 426 561 878 791 330 760 1113 626
split_gain=42.56 68.9401 40.6121 38.1674 36.619 40.4331 36.0795 29.0217 30.7684 29.3181 28.9463 28.6231 28.0215 27.96 27.9903 27.1542 26.9706 26.8764 26.8013 26.4138 34.6627 26.0743 28.5997 29.4643 38.2089 32.3123 28.3271 27.2824 26.4948 26.2945
threshold=0.55630078546380823 1.0000000180025095e-35 2.1516800948178267 -0.34929633066952553 -0.24368202044847839 -0.039818425769621107 -0.28316188333588482 -0.13217766315911197 -1.1769617767253704 0.3895777412066444 0.027120017428956544 1.0000000180025095e-35 -0.98478334500156417 0.90005214643023135 -0.0063698020298281893 -1.2201123333327371 2.2727542560442529 2.2773426464787216 -0.41403780684252278 2.3064261177219421 -0.19012851037653497 0.70880289725806289 1.5085199555878075 -0.78955372855243644 2.630508148566769 1.0000000180025095e-35 0.44542865074340127 1.5024593856726689 2.1275675754313657 3.3461107175961327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 10 6 -6 13 -9 -10 -3 18 -2 14 19 -15 -17 -16 -1 -5 -21 22 23 24 27 -26 -23 -14 29 -25
right_child=12 4 -4 7 5 -7 -8 8 9 -11 -12 -13 21 15 17 16 -18 -19 -20 20 -22 26 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.00035338251698139174 -0.0016186335288685635 -4.4135446213172541e-05 -0.0016686099582793358 -0.00028575532616405692 -0.00049124417374238327 0.00039322151139918718 0.00018812835232036797 -0.0024188829212966594 -0.0005306036451958562 -0.0016599925800275203 -0.00055339727217143953 -0.00073450777119702781 0.00083508308743266563 0.0027705217367197292 -0.001048896589115106 0.00036034004700632544 -0.0050392709964837915 0.0098903103234084626 -0.00025324059373012426 0.004900181998961646 -0.00082421035881003325 0.0003456092683506474 -0.00073026164597766866 4.9440458253061183e-05 -0.0025475788465348067 0.0019792641328138395 0.0016339860125771852 -0.00097248418062735207 -0.0012132530705168214 0.0049017510852925458
leaf_count=17803 1290 47733 5028 17836 18869 41306 22463 4006 18774 6673 23739 11241 13316 584 11948 3614 236 39 25185 356 335 8175 4857 49446 780 218 2392 1226 2343 120
internal_value=0 -0.0296924 -0.0765846 -0.068148 -0.000596382 0.029968 -0.0198727 -0.113744 -0.180905 -0.153042 -0.0390201 -0.0234153 0.0266626 -0.0671144 -0.0956196 0.112217 0.027654 -0.197202 0.00187469 -0.0372351 0.439454 0.0311511 0.0157468 0.0274379 0.10843 -0.286571 0.125178 0.136682 0.00218018 0.0122868
internal_count=361931 277768 123658 118630 154110 82638 41332 64401 29453 25447 71472 54229 84163 34948 30514 4434 3850 11987 42988 18527 691 82873 72306 67449 15540 998 10567 14542 51909 49566
shrinkage=0.00512803


Tree=1297
num_leaves=31
num_cat=0
split_feature=129 785 652 727 1035 1251 1395 631 621 843 1262 1313 1470 671 1107 911 899 284 912 838 21 1390 589 647 660 710 942 359 791 146
split_gain=40.3838 38.9829 38.6471 36.97 35.8264 34.925 34.7246 34.026 32.123 30.8747 29.123 35.5507 28.9691 30.4595 28.866 28.8207 28.7151 28.4511 32.8592 28.9117 30.382 27.9578 39.1194 95.47 33.5025 46.9277 38.7148 33.1547 31.5737 27.9273
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.55024281929118113 1.0000000180025095e-35 -0.79960299853447958 0.21761000761258201 -1.8051517084693585 0.59105700160266605 -1.2086965278214732 1.8966552550280029 4.2650547548666031 -0.6733079007116658 0.50219504913916524 1.0000000180025095e-35 2.236363792390887 1.0220698395793562 0.53463811105147463 -0.64604717107791265 1.9448114091673692 -0.44331056082357068 -0.70163543588998201 -1.0423358158579163 1.4824100882457953 -0.87782724458594241 -0.72421686037558375 0.64337010118619475 3.1241105236897999 1.7178805328191251 1.0000000180025095e-35 3.0783482178314734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 15 9 7 -7 29 -8 -4 12 -12 13 16 21 -1 -9 -2 19 -19 -21 -3 24 -24 26 -26 28 -25 -23 -6
right_child=17 2 4 -5 5 6 8 10 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 20 -22 22 23 27 25 -27 -28 -29 -30 -31
leaf_value=-0.00022905162742177724 -0.00070953740667430826 0.00048255718148974581 -0.00043691448962032665 0.00055930651710312288 -9.4660039402939751e-05 0.0012226296244331875 -0.0011484927412282612 -0.00025482373397845912 -0.00024030322087361267 0.00069218246819425556 0.0068317078911019043 -0.0018083892611922686 -0.00019165080863508852 0.00066975158253789976 0.00096164138723348199 0.00098825135816097104 0.00080881061199685096 0.00011109627263977188 0.0013388091916929628 8.8710919365898524e-05 -0.00072360664176242479 -0.00010009283673566237 0.0018458132217574184 -0.00021324066485757428 -0.00047139374318034064 0.00041055164086878962 0.0026180504637910488 0.0018826061906862858 0.00041243738365900206 0.0029312706049734647
leaf_count=9610 15456 10281 38358 15204 69602 1437 4186 8742 46329 1862 96 67 9470 12640 2532 1396 2796 11788 1013 6623 13207 28017 2358 6028 22767 5544 366 482 13470 204
internal_value=0 -0.00542323 -0.01359 0.0727794 -0.0325535 -0.0172044 -0.0685226 0.00591765 -0.0784367 -0.0965058 0.0664779 1.01362 0.0616483 0.102864 0.0232852 -0.0172693 0.00793132 -0.0823476 -0.0454019 -0.0604137 -0.120505 0.016424 0.00217562 0.133409 -0.0163568 -0.0757179 0.0236865 -0.00703465 0.0166095 -0.0217722
internal_count=361931 313844 287634 26210 195789 155569 51952 103617 50515 40220 33811 163 33648 24178 91845 11006 11538 48087 32631 31618 19830 89313 79032 8868 70164 28311 41853 6510 41487 69806
shrinkage=0.0038864


Tree=1298
num_leaves=31
num_cat=0
split_feature=43 869 797 868 774 712 332 885 938 866 1445 483 290 1462 1465 317 920 701 882 1424 80 659 567 701 185 1469 1073 7 903 1329
split_gain=40.2192 39.4648 52.1836 42.4472 37.3401 33.2347 47.3382 43.2433 31.2203 41.5408 30.2952 29.6133 29.5525 28.7976 28.9178 28.5173 27.9752 28.2016 27.9539 36.406 30.9548 32.0509 28.6515 27.8617 32.0153 33.4555 27.4792 38.881 27.7326 26.8474
threshold=1.0000000180025095e-35 -0.57653763495970078 0.63961785378869596 1.0000000180025095e-35 2.0716573389763737 -0.63779424894106762 0.65944866827063242 4.1869290161081958 -0.57633625342910477 0.5880156106821478 1.3475299883120082 -1.0629833466577818 1.8139302244519353 3.938751423652564 0.64834865125365748 1.0000000180025095e-35 -0.83967173534858641 -0.99394684149602863 1.0000000180025095e-35 1.8695714601257163 -0.91840389130737166 0.62821384419828064 1.5352457586741972 -0.43399762174191275 1.3461264023881789 -0.62606451240067507 -0.66361293532055432 -0.46067673689629635 -0.64920383508375157 -1.0946736391605509
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 18 10 26 7 8 9 -7 12 -6 16 -2 -15 -5 17 -1 19 23 -20 -22 -21 29 25 -25 27 -4 -28 -3
right_child=13 2 5 15 11 6 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 20 22 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0015925593596176875 -0.00029305856664078894 0.0023587032348963569 0.0035314562228046481 -5.5979150678775921e-05 -0.0024424845755638175 -0.00070755195301105565 0.00014647324755954534 0.0016820885994187336 -0.00099250665001753956 0.0011928202167908058 -0.00035695446347113645 0.001650035153216569 0.0010948369788119485 0.0034947824703199567 -0.00052461699932012892 -0.00045654248667181845 0.00011641612675709398 0.0012293152624921247 -0.0002880744583987219 0.0010661112927530018 0.00038687754407502401 -0.00020068772342290281 -0.0018678358843737567 0.00035060582763228034 0.00094918226154490132 -0.00028728265566280056 0.0010209762784660387 -7.5306168618138075e-05 -0.00047938318913587602 -0.00049135599489511471
leaf_count=312 74180 294 401 47927 169 3702 5606 526 19397 1342 9789 1774 2682 296 301 27294 38068 2903 9379 3030 47078 8881 277 10078 2798 20912 1370 540 3424 17201
internal_value=0 -0.00222547 -0.0156309 -0.00109595 0.0496783 -0.0952769 -0.127387 -0.178174 -0.195091 -0.0334514 0.0382294 0.329818 0.059936 -0.0660462 0.414665 -0.0458256 0.0448442 0.234516 0.0237981 -0.0146202 0.0535084 0.0716786 0.199203 -0.0305623 0.00616525 -0.0151366 0.0535016 0.388492 -0.0129237 -0.106888
internal_count=361931 287154 231457 195149 55697 36308 30573 24967 24441 5044 53754 1943 43965 74777 597 75221 41283 3215 119928 54590 65338 55959 3307 51283 33788 30990 5735 941 4794 17495
shrinkage=0.00412428


Tree=1299
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 789 807 1044 303 858 1015 210 803 691 1459 1459 1465 1455 210 1175 1127 1442 754 284 777 363 1376 1464 1459 1454 890 597
split_gain=40.5009 85.657 62.4568 36.0078 35.9151 34.7942 35.2907 34.2992 36.0645 33.4864 35.8059 34.4995 35.8008 42.7402 32.5496 45.2156 32.0478 31.9407 36.1118 31.7281 33.6688 31.3542 31.2305 32.6923 31.0922 30.9793 31.8861 36.4472 30.8954 32.8744
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.1248358748350926 3.5737384174799574 0.54568109461883274 -0.46550046751741198 1.0825608069246189 1.2191568012335126 -1.2290970633523346 3.0813325700491205 2.0429339742481996 0.53912233727729608 0.56021468981034472 0.24615530769328545 8.4982874954323897 -0.74997366094621098 1.3196556121463385 1.0000000180025095e-35 -1.2625182715263061 1.451957509147501 -0.30990365117687185 0.31898543040465238 -0.48222891262383599 1.6459028264842319 0.74657910936426475 0.015014468430795973 1.3763541472649148 -1.3230736206490437 2.2594581941160397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 5 9 -7 8 16 -2 11 12 25 -14 -15 -16 -4 18 21 -3 -21 -1 -8 -24 -25 28 -27 -28 -11 -30
right_child=3 19 7 -5 -6 6 22 -9 -10 10 -12 -13 13 14 15 -17 -18 -19 -20 20 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-0.00072925425412407707 -0.00033376730297129573 -0.0004134762661506707 -0.0011826059860054008 -0.00032744855965920146 -0.0016709934203137681 -0.00061335782595587859 0.00018982819403176652 0.00014491062453009324 -0.0015881023577944606 -0.0003722743550350437 0.0015952999104676434 -0.00062858018472354777 0.0031754751539130989 0.00018514293823466578 0.00097764150930310535 -0.0099562960349655442 -0.00046198397637019597 0.0024356978536111636 -0.00080122284243202006 0.00014834417015914653 -0.00066728439178733118 0.0020496100127224423 0.00034171512640048603 -0.00078336120916107789 -0.0032878605395907381 0.00087640925036992507 9.5120282665459545e-05 -0.0033996542349538634 0.00010949242628439076 0.0011729366171786331
leaf_count=484 13767 18366 12455 23338 1283 13484 22655 5993 7836 14550 1508 4821 534 11612 8126 33 44915 605 1424 64307 6745 976 2405 3551 762 8449 2718 298 61524 2407
internal_value=0 -0.0415147 -0.110853 0.00778586 0.0186469 0.0211754 -0.0361282 -0.132765 -0.153218 0.038401 0.0491767 0.0445931 0.0520996 0.130796 0.115304 0.213926 -0.134104 0.149163 0.0571314 0.00184244 0.0206337 0.273456 0.00551788 -0.136295 -0.260713 0.0327268 0.134807 -0.0549557 0.0166217 0.0352904
internal_count=361931 164106 74688 197825 174487 173204 42857 71199 65206 130347 116580 115072 110251 20305 19771 8159 57370 3489 2884 89418 71052 1460 29373 6718 4313 89946 11465 3016 78481 63931
shrinkage=0.00437672


Tree=1300
num_leaves=31
num_cat=0
split_feature=50 56 1470 736 789 1375 1461 1311 407 959 1470 746 1097 426 669 1466 991 788 86 1467 1463 771 671 986 1320 1174 91 900 762 816
split_gain=40.0114 65.853 31.7647 31.167 33.6081 35.8305 35.5779 36.0876 33.325 39.7545 41.2348 37.2653 38.7215 34.3815 33.4146 32.5179 31.7392 31.3158 31.1694 33.0683 31.0948 30.2135 29.8513 29.7877 29.0035 29.2512 28.4341 28.1335 30.2521 27.7118
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 1.470578089058822 1.1248358748350926 0.59806352348768188 3.73359707672779 3.3525900529922672 -1.2965003005540392 -1.2907225086880219 -1.3664195657027294 0.66766320980544069 -0.34591097486072769 0.58081636627963817 3.5848725730164062 0.45502499280034486 0.92095852375103993 2.1487264126314001 -0.49961731079006327 2.5436416890244042 0.36944779107197662 2.1044043402245265 0.66766422009387627 -0.83920296681582218 -1.1094212934854926 -0.45645791278675851 0.6113505898814765 1.8636825236010697 -0.14879054645320142 -0.92870374882376117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 4 5 6 7 8 11 -10 24 12 -2 14 27 20 -9 -17 -5 -20 -7 -15 -6 -13 25 -11 -1 -12 -29 -25
right_child=3 -3 -4 18 22 15 -8 16 9 10 13 23 -14 21 -16 17 -18 -19 19 -21 -22 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=-0.00046197258685066014 -5.2495438716165357e-05 -1.6269838894300264e-05 -0.00039636099503110201 0.00012437767327315883 7.8452443983152733e-05 -0.00053438286494562957 0.0010232362593271432 0.0022953938677055604 -0.00018244129596639352 -0.0024854637173580257 0.00030424164195177095 0.0015177396259732619 -0.00074684984521559386 -5.2675522128977044e-05 -0.001442393108534187 0.00048913427513198686 -0.0020687913424734727 -0.0022290371280474608 -0.00069491597346557881 0.0018255235813650712 0.00024041450432237755 0.00077533380259662318 -0.00047903368736142832 -0.0008914808327432763 -0.0026181224750449323 0.006101667639517817 0.0013643339154274698 8.0523217502137572e-05 0.0014476385062304755 0.00048440553900550698
leaf_count=814 16019 90457 72321 6228 9724 14876 2095 646 18279 34 54958 964 7392 23728 595 4474 117 257 10311 307 3991 2706 11663 1181 379 31 957 1250 2139 3038
internal_value=0 -0.0410847 -0.105771 0.00804202 0.0156263 0.0265237 0.0392052 0.0345351 0.0318306 0.0482438 0.0651517 -0.0399808 -0.0835429 0.0685732 0.096797 -0.0584213 0.503787 0.102348 -0.0934004 -0.178377 -0.105235 0.00653473 -0.0661967 0.122653 -0.545188 0.607225 0.171064 0.10153 0.282757 0.0404119
internal_count=361931 164549 74092 197382 180536 159149 135551 133456 132693 104099 85820 28594 23411 85376 58942 23598 763 4731 16846 10618 18867 26434 21387 5183 444 65 1771 58347 3389 4219
shrinkage=0.00338335


Tree=1301
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 712 727 539 923 784 578 694 927 1046 540 595 537 1175 1189 272 278 815 690 1016 155 1051 1463 1394 7 792 608
split_gain=106.475 82.2747 60.6282 53.9452 53.9187 50.8547 64.1383 54.877 46.1517 39.7835 37.9342 36.1123 40.6407 34.9666 39.6425 36.1165 34.8683 34.5127 34.4375 34.2459 33.3742 46.4797 43.1615 32.532 32.4983 32.2464 30.9866 30.7835 30.481 36.861
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 -0.63779424894106762 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 0.9594655836162902 -0.87905496296652397 1.2342127532274445 1.0483613175537825 -1.4186728844878853 0.35001124564692748 1.0000000180025095e-35 2.1533051290640106 -0.31923240808069592 -1.0096337021262032 1.6568181847307961 -1.1833072469291228 1.0000000180025095e-35 -0.025797690869350669 1.0000000180025095e-35 0.85791629766231614 3.5926503781727646 0.093599294775546141 -0.87085998388827057 -0.77831250845127598 -0.87246257202899724 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 10 7 -7 19 -6 -2 12 -11 14 17 -15 -10 23 26 -5 22 -22 -21 27 -9 -19 -14 -3 29 -23
right_child=1 13 -4 8 9 6 -8 24 16 11 -12 -13 18 15 -16 -17 -18 25 -20 20 21 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013564926414351232 8.7584118089497403e-05 0.00022302511423542178 -8.6381151321354331e-05 -0.00010546942205026823 0.00022702327841423527 -0.00032007005907393502 1.4498521402403015e-05 -9.0969288400131429e-05 -1.1059449059085866e-05 -0.00028638853222712207 -3.8551582808134249e-05 0.00021480610591898688 -8.919024774896966e-05 -2.3549336692446958e-05 -0.0001810993625306449 0.0004057086358202271 0.00011081586617343601 -0.00012294285513575725 -0.0001600269286321019 -9.5197448794176576e-05 -2.1958886682322904e-05 -0.00012907421067536395 8.9105735260974136e-06 -0.00019420591678723204 0.00062888038096118562 -3.7057362238302397e-05 9.0223325494507615e-05 -7.9664761491608283e-06 3.7602538553695804e-05 0.0001885165200755546
leaf_count=3225 9356 2305 35150 9027 3439 2982 13234 40237 8041 845 13873 2829 2321 14500 18186 446 13779 38311 1637 19201 21845 930 21805 1990 142 18492 15263 5705 16982 5853
internal_value=0 -0.0511967 -0.0303343 -0.0166655 0.081622 -0.0627124 -0.0999526 -0.14813 0.0115185 0.110992 0.0238144 0.0800255 0.0497533 -0.113056 -0.134577 -0.0120033 0.0972119 -0.110474 0.0688406 -0.00936846 0.00232463 0.038323 -0.046096 0.0252294 -0.125608 -0.133388 0.0948296 0.0922793 0.0990569 0.213595
internal_count=361931 332372 232437 197287 29559 79824 56595 43361 117463 26334 23229 22895 20066 99935 84989 14946 21820 66803 19221 95643 86616 45610 41006 10000 40379 56803 17584 8010 23765 6783
shrinkage=0.000700159


Tree=1302
num_leaves=31
num_cat=0
split_feature=1371 1454 1464 665 678 1457 1468 1458 1451 1457 1454 1458 1451 1469 1450 1452 1462 1451 1465 1467 1449 1454 1460 21 1454 1455 1449 1461 1468 1466
split_gain=39.7878 38.0433 37.5259 39.9868 44.2372 38.9547 45.4621 48.1286 43.8521 68.3882 57.9651 55.8277 52.1642 46.8344 46.3791 59.4142 64.7736 46.0542 56.4204 62.1316 67.3339 53.1022 55.7165 56.0214 48.2239 47.5637 49.6261 46.5535 45.9785 51.2484
threshold=1.0000000180025095e-35 -1.0936914102283182 1.5993600128483978 3.0858555402564884 1.6243751288565669 0.68635126017805159 3.2937191260639342 2.0019660229778804 0.59897055457132509 0.3573591245240883 2.6579444067051354 0.19850331643925798 -0.36347524434235901 -0.70474634298770311 -0.41803756230076128 1.2421253483605348 0.72194837801756251 0.15682813824755043 0.87082813740988774 -0.45672732217705808 -0.022853162771429011 0.54504201778324368 0.69190404625496948 1.5676574675808517 -0.672122352939171 4.0789913919971044 1.9839911314819487 4.3587965850032591 2.8970362673674974 -0.3300644858372172
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 8 9 17 14 -11 -13 -12 15 -10 -17 25 19 21 28 22 23 -19 -20 26 -3 -22 29 -21
right_child=-2 2 -4 4 -6 -7 -8 -9 10 11 13 12 -14 -15 -16 16 -18 18 24 20 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032983645111022176 -0.00030238264056667421 -8.0283834259448677e-05 0.00033787137850850259 0.001087824840529915 -0.0026659358964217172 0.00017695193722005044 -0.0012139526571527861 0.00066215755548815777 0.00052872173819186311 -0.0010908841899160461 -2.4844294754550359e-05 0.0010843447709731409 -0.0010202230323354919 -0.0028185180045425936 2.4366289558264546e-05 0.0037668381827259596 -0.0035895433767185944 -0.0013645902424487284 0.0034285335038764506 -0.0013392411183450424 0.00037303764227453667 -0.0029007376820610244 0.00090591740074940914 0.0020556697169014557 0.0002647217677830286 0.001872552592074296 0.0011214571273401122 0.0052115840255911733 0.0053607677947518605 -0.00015855729118117789
leaf_count=311 48317 155365 19662 3004 213 45928 2678 5376 10354 10850 839 1954 1641 825 20748 548 96 7054 403 5499 5876 1198 1129 309 1982 854 2442 125 77 6274
internal_value=0 -0.00335357 -0.00262785 -0.0093944 0.220913 -0.0124647 -0.0243147 -0.0209897 -0.0263684 -0.0395912 0.0478141 -0.196817 0.0451252 -0.348438 0.0694435 0.184147 0.759684 -0.0281274 -0.111408 -0.142534 -0.0628578 -0.295411 -0.230192 -0.307859 0.21283 -0.0124901 -0.0156601 0.129863 -0.167052 -0.180473
internal_count=361931 313614 313303 293641 3217 290424 244496 241818 236442 203032 33410 14445 3595 1664 31746 10998 644 188587 29926 27541 17851 9690 8492 7363 2385 158661 157807 6001 11850 11773
shrinkage=0.0038102


Tree=1303
num_leaves=31
num_cat=0
split_feature=1022 1154 1304 792 602 862 762 758 1311 1044 1051 828 1463 126 1216 685 815 995 705 216 1124 117 61 1466 500 434 1470 629 834 1463
split_gain=38.6364 75.6913 45.0577 37.0833 41.3483 39.236 41.966 35.6505 35.2305 35.4564 34.9161 40.6846 34.8086 38.903 34.7263 33.7327 33.4625 32.1014 37.4537 31.6845 33.8953 31.2465 30.8001 32.6895 30.6387 29.9969 31.1379 29.9912 38.3623 29.7138
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.94892239677896928 1.0000000180025095e-35 0.66849908449309148 -0.97446007815901359 -1.2417284683960583 -0.43523778982368799 3.3525900529922672 1.7525967216726945 2.658618568664846 0.54666108504557676 -0.052537044703927886 1.0000000180025095e-35 2.3855481443271001 1.8874117975797826 1.0000000180025095e-35 1.0000000180025095e-35 1.5025377326640457 0.18777472126936087 0.15367215962817726 1.8421106730875214 1.0000000180025095e-35 0.37829601484295772 1.6924566025053001 -0.61666073896454232 -1.0589260214882403 0.92013859657459618 -0.57323808514593144 1.5365683213542474
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 10 -2 -7 15 9 14 12 -12 13 25 16 19 17 -4 -19 -8 -21 22 23 29 -24 26 -5 28 -6 -3
right_child=3 21 8 4 27 6 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011427441584094462 -0.0010124913792417315 -1.4789172277887785e-05 -0.00015473026885440565 0.0014961809898292081 0.00053377409735101005 -0.00025356517435263284 0.00084250593872853654 8.7694622641948624e-05 0.004638421407020631 -0.0015824659380133759 0.0025613667187318707 -0.0016316299155004217 0.00025137934015490428 0.00013623859225622849 -0.0021616952516510038 -0.0009958459365257185 0.00033224744368978373 -0.00088146715647396468 0.0017286548303469989 0.00055498284637111391 -0.00063954461451987035 -0.00085613387833775824 -0.0001569729987012179 0.00061084280689951715 -0.0015685509337132878 -0.00063174973168122486 -0.00018840783594279312 -0.00094305247057284544 -0.00050161232215936876 0.0011216495232570429
leaf_count=19470 3057 44547 28754 1317 4697 16381 21057 28623 151 3492 1010 306 32729 21767 1848 1503 7423 19261 729 7353 3371 4753 23617 12720 2191 21499 6645 7674 11685 2301
internal_value=0 -0.0388737 -0.101885 0.0091278 -0.0170001 0.0452857 0.0541889 0.0781567 -0.0757049 -0.0789831 0.00625609 0.358004 0.000601465 -0.0362962 -0.0654981 0.124425 -0.0563962 -0.0847593 -0.169274 0.137844 0.0425946 0.00216121 0.0114291 0.0380717 -0.0569579 -0.0932817 0.0258086 -0.0950251 -0.043883 0.0101024
internal_count=361931 171257 81128 190674 109329 81345 78288 61907 61658 61507 85273 1316 83957 51228 58015 33284 56167 48744 19990 31781 10724 90129 85376 59568 25808 29461 7962 24056 16382 46848
shrinkage=0.00455354


Tree=1304
num_leaves=31
num_cat=0
split_feature=1147 785 21 885 1467 1466 638 907 263 1160 1047 748 703 577 831 1455 1398 727 12 816 11 791 854 796 797 1104 817 21 1188 1469
split_gain=37.707 35.8176 35.1027 46.4846 42.218 40.4148 38.5101 36.6673 38.2603 42.2002 40.7014 35.7815 34.8854 33.2937 32.8563 32.3524 34.918 32.2206 31.0186 30.6544 30.5362 30.3953 32.669 54.2573 32.4598 30.1542 29.5259 29.4273 28.314 28.1047
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 3.2089320700182484 2.2763907064872897 2.3363763065401777 -0.89587670966412791 1.6445160113075163 0.68536004617275303 -0.7559167939863618 2.3188760003929425 -0.12517276441201872 -0.9250398530534788 0.8353297098359701 2.5522110869383945 -0.16179196501481619 -0.682906484622256 -0.045914571501382957 4.1763022496218918 -0.42129106556329554 1.0000000180025095e-35 -0.87473648844905705 1.5191488867762273 0.63961785378869596 -1.0145699739401477 -0.5605470670690903 -3.2545899522946695 2.8632589259366363 -0.94866001780749032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 12 5 7 6 26 -5 10 19 -9 14 13 -3 17 16 25 29 -11 -10 -1 22 23 -19 -24 -14 -4 -2 -18 -12
right_child=27 2 3 4 -6 -7 -8 8 9 18 11 -13 15 -15 -16 -17 28 21 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015826826885253665 0.0040435643392670532 -0.00090463952515102829 -8.488819550345051e-05 0.00040268932998217632 0.0015988084579808208 0.00095136055560102249 0.0010523497248122195 -0.00081695625940315052 0.0012965404429526562 -0.001245667062609147 0.0016318796553655324 -0.0017117147365566282 -0.00033102533193734034 7.794162083654258e-05 0.00041770848508450558 0.0022571461994246021 -9.927609617568027e-05 -0.00038756888057556253 0.00074265696234080108 -0.0062704237616056663 0.00063285636842055351 0.00016506464008891612 -0.00027740274515646317 0.00209652806096117 -0.00096772765396228009 0.0008529685256236419 -0.0005881725547679489 -0.00032733418366839308 0.0067818354719062978 9.5624709564403251e-05
leaf_count=8080 148 7447 19572 19723 1630 2549 2606 11928 4167 1581 1620 2054 3511 25199 13123 916 15250 2866 1355 52 16851 15537 23461 1321 13066 16408 54161 71292 56 4401
internal_value=0 -0.000364576 -0.00848504 -0.0231448 0.00309041 -0.0682703 -0.0789854 -0.00220189 -0.0200931 0.117127 -0.0339417 -0.0170565 0.0378383 -0.0209868 -0.0103725 0.0855638 0.0728994 -0.0321114 -0.0626001 0.244345 0.0768452 -0.0493992 -0.081153 0.0934131 -0.103566 0.134325 -0.0884802 -0.063477 -0.012782 0.111991
internal_count=361931 290491 265560 196773 117885 78888 76339 116255 96532 7155 89377 77449 68787 32646 75395 36141 35225 62272 2936 4219 24931 56251 40714 4187 36527 19919 73733 71440 15306 6021
shrinkage=0.0049289


Tree=1305
num_leaves=31
num_cat=0
split_feature=1235 407 785 319 1470 1176 50 56 284 635 713 729 1181 1455 616 567 852 1465 1452 1388 6 809 1469 1116 61 317 719 1467 334 713
split_gain=92.7288 90.292 79.1836 62.54 59.1138 59.5526 58.5361 83.7211 50.1274 46.9009 45.909 44.2489 43.7155 42.5479 42.4593 41.8381 40.2126 38.0599 39.1752 35.7879 35.5025 34.1664 33.4693 33.35 33.2887 32.8151 36.2187 32.5215 31.7838 46.8708
threshold=-0.94625487755706195 -1.2965003005540392 -0.86283290253235112 2.3683501136148597 -1.1535394197080833 -0.56141693056062925 1.0000000180025095e-35 1.0000000180025095e-35 2.3447682495800666 0.65951684116802978 1.0000000180025095e-35 0.75637635299260908 -1.4627489369455369 0.72809816964645935 1.0032126598012274 1.7811711699895054 1.0747610123934368 -0.41120921193798426 0.52142301186363793 3.082668396781771 2.0239331912548955 1.0000000180025095e-35 -0.83850545498565088 2.9156931588094528 1.0000000180025095e-35 1.0000000180025095e-35 -1.5042199147372537 2.6212945108504591 -0.5491441532643816 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 10 6 -1 21 7 9 19 28 -3 16 -13 23 -9 -14 20 18 -12 25 27 -6 -20 24 -7 26 -2 -8 -4 -30
right_child=1 2 3 -5 5 13 11 14 -10 -11 17 12 15 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.7104443576255603e-05 0.00045138927145915405 -0.00016996963888539992 -6.487985239093709e-05 -0.00021030799976433313 -0.00024611279919334631 -5.5996013692661368e-05 2.2274640647194156e-05 1.1446635751028438e-05 0.00032012493882173208 1.9275151924651219e-05 7.6163327041663549e-05 0.00029596129929887775 -7.5042269434640551e-05 5.3799420125028555e-05 -0.00017052392413743081 0.00021611072906382203 0.00013537019361838039 0.00017370016845563504 0.00010170390461987971 0.00090892465290748619 -0.00019036127163372241 -0.00011803311602045321 -0.00045547401827020852 0.00053258599999165938 -0.00017252710700161071 -0.00019035375422934316 -8.2956444844616543e-05 0.00026332444738622681 1.5059685011517012e-05 -0.00024103643559383517
leaf_count=10289 337 1925 10326 7322 19813 28980 56828 43913 815 7082 6718 1184 27555 8593 5387 1507 9548 12726 494 103 2230 21217 842 253 15243 18547 15825 1473 3064 21792
internal_value=0 -0.0204073 -0.00584694 -0.0200784 -0.104852 -0.126038 -0.0138188 -0.0567598 -0.136643 -0.146119 0.111509 0.0192742 -0.0532568 -0.0762628 -0.00450216 -0.0703484 0.0454982 0.139602 0.0276382 -0.152663 0.0258063 -0.204703 -0.297749 -0.108465 -0.114263 -0.157589 -0.080819 0.0351922 -0.187916 -0.24294
internal_count=361931 257543 221916 199211 104388 94099 191889 91564 35627 42264 22705 100325 30246 53069 49300 29062 70079 20780 8054 34812 60531 41030 1336 44476 44223 34709 16162 58301 35182 24856
shrinkage=0.000820348


Tree=1306
num_leaves=31
num_cat=0
split_feature=785 181 837 712 1442 705 567 578 1237 138 566 1292 1367 973 263 1030 1450 710 1470 734 703 1246 21 1459 763 900 992 930 917 831
split_gain=102.649 76.549 57.8451 49.2155 45.5121 46.8666 43.1184 41.3193 38.1316 37.5257 37.4468 35.5226 39.7889 35.0391 34.4101 34.3108 48.0285 46.6825 48.5704 38.0472 34.7599 33.4114 36.28 33.2046 32.8056 32.5109 34.1018 34.1343 32.2267 32.1387
threshold=-0.86283290253235112 1.0000000180025095e-35 0.64384972645585192 -0.63779424894106762 -1.2625182715263061 0.99715813669032338 0.98191358321475442 -0.87905496296652397 1.4298092310842805 -0.016563660446407062 1.7603402020327763 1.0000000180025095e-35 1.0000000180025095e-35 -0.61086036280152345 1.6445160113075163 -0.28833227140160522 -0.28900078866492313 1.6167436385691853 0.43911945032593663 0.85494804639094091 -1.3989222878302801 -0.77826464138659079 -0.51252769393407926 0.53912233727729608 2.1520364978346938 2.1273853924476502 0.6146227839635201 0.59465156618139237 -0.68229739446570437 -0.86215430268688242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 9 15 -4 -5 11 21 24 12 -9 -12 23 16 19 -17 20 -6 -19 22 -2 -3 25 26 -7 -28 -18 -20
right_child=1 14 6 7 5 10 -8 8 -10 -11 13 -13 -14 -15 -16 17 28 18 29 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00014449012418721102 0.00015224453333647443 -0.00013294455741765608 -0.00010187226688246439 0.00024864713963280798 -6.5422328995680347e-05 -2.0238344310219823e-05 3.3873416388169745e-05 -0.00010032374695403023 -0.00017581575368634026 -1.1216734810665047e-05 -5.259694251349226e-06 0.00014230548243821217 9.6854662771706079e-05 0.00039662723824172462 7.1120791272634326e-05 -7.5063952323059518e-05 0.0001149716561698171 -0.00025601758814784584 -0.00018150774495266774 6.0360447100769735e-05 7.3479353546984446e-05 -0.00016098723076471598 -0.00013554680480292681 -2.4639709420925951e-05 0.0003188591873210963 0.00027240159182915938 3.3909180345462966e-05 0.00033498668808383037 1.2914311936859766e-05 0.00041349352718252893
leaf_count=3225 2536 54652 50496 3439 33029 18077 8329 4691 1734 18821 811 10402 6068 1350 3060 44896 10780 1289 343 7796 3276 18407 2985 12108 1072 1243 3019 1464 31188 1345
internal_value=0 -0.0540669 -0.0381784 0.0763385 -0.0215859 -0.00620521 -0.104274 0.104382 0.0728159 -0.0917695 0.0723059 0.0969585 0.0132215 0.320117 -0.129521 -0.0234666 0.00246306 -0.0701418 0.100873 -0.0509401 -0.0155439 -0.155858 -0.00192447 -0.143506 0.048062 0.032206 0.0135429 0.180528 0.0518103 0.403459
internal_count=361931 332372 262552 29559 203727 160978 58825 26334 22895 42749 27036 21161 10759 2161 69820 133942 82793 51149 6253 40825 4565 23928 5521 66760 24875 23803 22560 4483 41968 1688
shrinkage=0.000773033


Tree=1307
num_leaves=31
num_cat=0
split_feature=785 728 871 727 1080 203 519 723 382 1230 487 1469 595 547 1367 1430 471 1454 1462 1047 1454 566 322 557 904 710 545 972 1189 747
split_gain=113.494 85.7449 62.9361 53.2632 52.9641 48.0336 42.8409 56.9756 50.8153 42.0914 41.9872 39.8033 38.6132 37.6858 36.9223 55.4329 36.4248 36.2796 44.1203 36.3768 35.4129 33.9944 33.1015 32.4761 32.1341 31.436 34.7026 37.0932 31.3966 32.3133
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2092738772757108 1.3520813746060025 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.3457019632811744 1.6304501485392697 -1.0588145806293296 1.0000000180025095e-35 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 2.9395468797111257 0.50933602050530713 4.4404900473647109 -0.62716200553527102 3.4974816677026177 1.6261537728093647 1.4725277493311824 -0.3277264518692542 -0.93534728588466109 2.0990458417769733 -0.42272316119950532 -1.1575891153091342 -1.0096337021262032 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 6 11 -8 9 -9 -4 -2 22 -5 15 -13 -6 19 -19 -16 -17 -10 28 -7 -21 -26 27 -27 -3 -30
right_child=1 12 10 13 16 23 7 8 21 -11 -12 14 -14 -15 17 20 -18 18 -20 24 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-1.615373376272947e-05 4.8934272987828241e-05 3.4877431959228198e-05 -7.9049406937534229e-05 0.00015321705576135556 0.00013958105087278139 -0.00016032487673158736 -0.00014579346542107079 0.00032255639397563211 -3.9304227294909363e-05 -0.00019448464404811806 -0.00031917462309911579 -0.00015149019852455869 -0.00019099785007794005 -0.00018054986389222778 -6.3042457559173991e-05 -3.2351803626631396e-05 -0.00076708642444058505 -0.00010817056669833057 0.0004192352746817924 0.00016768183412378386 0.00044273661253553472 0.00039079636388526074 -0.00022897043458825874 -3.5922084280346027e-05 5.9199086040221475e-06 0.00084859084144128544 0.00034453654090927256 -0.00016679408591350396 -0.00012286342139457187 -3.2829297266606784e-05
leaf_count=12551 20511 10011 42431 15968 7012 15047 2262 3967 3556 464 3878 23197 20323 1040 14523 28161 132 11609 398 4807 393 588 7036 17795 29012 121 1526 1047 38406 24159
internal_value=0 -0.0557578 -0.0344679 0.0812756 -0.0182499 -0.0260984 -0.0111453 0.108257 0.180719 0.327575 -0.115658 -0.0222389 -0.118731 0.16031 -0.0386638 -0.0853171 0.15114 -0.00655626 -0.107087 0.0181605 -0.0297893 0.0229799 -0.0977872 -0.110467 0.0508313 0.0268368 0.23927 -0.0618529 -0.0844162 -0.103869
internal_count=361931 332372 232437 29559 186128 178984 146142 10837 8575 4431 46309 135305 99935 17008 114794 51751 7144 63043 12007 51036 28554 4144 79612 32842 36513 31706 2694 1168 72576 62565
shrinkage=0.000820348


Tree=1308
num_leaves=31
num_cat=0
split_feature=50 194 608 140 1463 1085 1454 321 1076 1011 405 1045 416 497 894 74 1122 699 1426 1463 1450 1450 1451 1449 1453 1464 1450 1469 902 1454
split_gain=39.0764 63.4844 33.085 30.8786 33.97 32.7444 38.5464 31.0897 30.1561 30.1536 29.9047 29.5639 29.4741 30.3624 29.8973 36.3725 29.7187 29.0624 28.2909 28.3026 59.4152 37.118 47.2331 34.5002 31.3177 28.4805 28.7606 34.4678 28.1202 27.8394
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66665475971017707 -0.48546444577241915 0.94170239728407068 1.6281473269422524 -0.40696913463973794 2.270452748923772 1.0000000180025095e-35 3.1117664249846109 3.5736363738346935 0.42084104073403555 -1.1596490889558624 2.5623266075722904 0.96742979996179246 -0.47754055229945586 0.4323518532428216 0.70661455112183136 1.3963709736238232 -0.052537044703927886 0.20285747808121529 -0.2957953744690755 -0.051019922992007853 1.2399523804183812 1.0969950498647898 -0.27515551436605507 -0.711948217342527 0.29844699699690508 3.2986939041005705 -0.77574368866889332
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -6 9 10 11 28 -10 14 16 -16 -14 -18 19 24 21 -21 -23 29 -3 -26 -27 -28 -2 -22
right_child=8 18 -4 4 7 6 -8 -9 12 -11 -12 -13 13 -15 15 -17 17 -19 -20 20 23 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00093850315602692796 3.2376777827289614e-05 -0.00021089866168631446 0.00079535867225357477 -0.00057101503848412671 0.00022800191520491617 -0.00092460234310734804 0.0020301907072662077 0.0036090926895039569 -0.00077261341815074722 0.0012552578662328644 -0.0016113613569703714 0.00044367280685478751 0.00014507994175817665 0.001247370958013084 -0.0011935244003687935 -0.0001260500924860971 -0.0002217039462932919 -0.0017067942841153632 -0.00064737608551547097 0.00025551689019642928 -0.0037632955902617339 0.0017160607259380295 5.6053429359128594e-05 0.00084321186665231509 -0.00027622323577623678 -0.000760339317994502 0.0011809743743567888 0.0045031189348840152 0.0018433024873982093 -0.00056565331244978778
leaf_count=24360 103294 45500 2164 40388 5153 857 1040 251 8487 1883 1270 21541 35511 1411 5346 8635 7120 2074 8196 15493 308 4258 2563 1590 2132 560 1952 317 810 7467
internal_value=0 -0.040665 -0.105288 -0.117127 -0.0820806 -0.109123 0.181914 0.100621 0.00789627 0.0266935 0.0223783 0.0252676 -0.0317329 -0.015721 -0.0245147 -0.115361 0.00445408 -0.118573 -0.00564655 0.0055107 0.0559523 0.117109 0.248669 -0.0890594 -0.0277976 0.130953 0.264367 0.365482 0.0103829 -0.151519
internal_count=361931 164549 74213 72049 47689 42285 1897 5404 197382 128798 126915 125645 68584 60097 58686 13981 44705 9194 90336 82140 31679 22314 6821 9365 50461 4961 2829 2269 104104 7775
shrinkage=0.00446426


Tree=1309
num_leaves=31
num_cat=0
split_feature=785 612 728 784 544 1022 1016 921 726 1055 322 287 150 788 694 513 815 657 1292 1367 566 990 626 395 332 595 21 970 572 1452
split_gain=91.7116 75.58 62.9848 49.2953 47.2512 44.762 50.5712 41.3604 41.7993 36.2694 35.2965 34.791 33.3365 41.09 42.7948 49.2373 37.0441 38.101 32.7903 34.3657 32.3947 30.7785 30.2246 30.3461 31.0482 30.0022 30.2301 32.0263 37.382 31.0869
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.050951592202695524 1.4725277493311824 -1.3240904332894121 -0.66526323656178599 0.38349571241217301 1.5347410810526587 1.0454229551509682 0.67237773758774566 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.122634898555064 1.09266583130301 -1.1817830309080255 1.0000000180025095e-35 0.65944866827063242 1.0000000180025095e-35 -1.6471741456694959 -0.25012360103839287 2.2702730859148512 0.42195240976845833
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 18 6 9 -5 -9 -2 25 -3 -7 -14 15 16 17 -15 19 -1 -19 -10 -13 24 -24 26 29 28 -28 -4
right_child=1 11 10 7 -6 12 -8 8 21 -11 -12 22 13 14 -16 -17 -18 20 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.2397250291794782e-05 -8.1848979939207138e-05 -0.0003016187039942935 0.00043668592492547212 1.0028349138822372e-05 -5.5723109395565226e-05 -6.5140931924879148e-05 -2.9202017178011861e-05 -0.00014188385676485756 0.000147865089605266 -0.00022561657607376764 -0.00023372739168367595 -0.00031249728696473356 -1.5383228953417736e-05 -8.8837529871293086e-05 -0.00013502175532109669 0.00029475726295400599 0.00019080073713861678 -0.0004641616524570601 0.0001743164695769808 0.00012463014958508087 0.00021512131327611184 0.00044331690040840069 -0.00022749978174870113 -3.7132952342977851e-05 -8.8240993727692624e-06 -0.00016483945213637414 -3.0738618104442469e-05 -0.00010906234284872996 0.00035596984979674353 -0.0003297462630234934
leaf_count=4800 22080 5874 839 30470 8361 25524 39867 1184 4334 13723 7807 3573 45819 5834 2600 3271 4080 289 10329 6069 2492 1385 12726 17176 3270 15651 30973 30226 1019 286
internal_value=0 -0.0531234 -0.0414534 -0.0221337 0.0703849 -0.0389539 -0.0826461 0.046535 0.189095 -0.158712 -0.0985206 -0.154821 -0.00906985 0.0147384 0.0967679 0.13488 0.0751233 -0.00636495 0.122344 0.0431099 0.19047 0.260239 -0.129013 -0.107785 -0.197087 -0.0850095 -0.0650823 -0.0721175 -0.023021 0.311407
internal_count=361931 332372 289753 202952 29559 165579 75670 37373 6903 35803 86801 42619 89909 64385 18566 15966 12695 8615 21198 10869 2781 5719 36745 33172 15996 78994 63343 62218 31992 1125
shrinkage=0.000836755


Tree=1310
num_leaves=31
num_cat=0
split_feature=1431 728 557 961 417 976 969 487 795 1444 48 706 854 797 785 632 1189 1078 142 635 902 199 1329 892 1429 841 499 652 1450 624
split_gain=38.5797 37.9956 31.4683 36.8661 32.2515 31.377 33.412 30.8036 29.9549 30.2704 29.6032 29.2743 30.2884 64.2472 39.7894 29.0143 29.5749 28.0101 27.2555 35.0155 26.9199 26.8051 26.6766 29.4547 26.7458 26.6089 26.7238 26.449 28.9774 26.4483
threshold=1.0099929608726099 1.0000000180025095e-35 -0.70530571838800626 2.7378363749037904 2.924606770914282 0.33500532746793554 1.688630563996478 1.1053306314956497 -0.80684465664869354 1.0000000180025095e-35 1.8372674881307383 1.6026331504760882 -0.87473648844905705 0.63961785378869596 -0.86283290253235112 -1.265541698177761 -1.3241795692822167 4.2638229408736681 -0.74836295359995797 -1.1366985267239846 3.4436453420943347 1.0000000180025095e-35 -1.0037515402467643 1.4705426456425841 1.0000000180025095e-35 -1.1843284358763579 0.32606609528600677 1.8627252675032671 0.88343564287383192 -0.17924793956703625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 7 6 10 -1 -3 11 17 12 13 14 -10 -13 25 20 19 -16 27 -2 23 -23 -24 -17 -27 28 -4 -6
right_child=21 8 3 -5 29 -7 -8 -9 9 -11 -12 15 -14 -15 18 16 -18 -19 -20 -21 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.000107982977361549 -0.00017581720617577558 -0.00068511979698987089 -7.2242307883820181e-05 -0.00061284050679859064 0.00049745349988726821 0.00036422868547051539 0.00060753585292944938 -0.00091150852136067685 0.0020386160678385972 -0.00059352358030997942 -0.00071763337522734612 -0.00090256552542202601 -0.00022253675467844369 0.002831201160870054 0.0088397082761516657 0.0055942817689859439 0.00046840351794895623 -0.0027835838703360993 -0.0013847381563343144 0.00035859099566532335 0.0038357128934387464 0.00041820463552827344 -0.00044677021034608835 0.0067343133687405004 -0.0014254376568905366 0.0022395273246185433 -0.0028434406088227492 0.00059241453302121124 0.00043625548718535632 0.0061566013810799361
leaf_count=40480 37981 16027 76748 8345 208 47143 9138 7063 575 15679 5400 1853 44677 928 55 185 8437 525 1845 511 177 654 9369 105 7142 679 135 7974 11767 126
internal_value=0 -0.00280543 0.0120182 0.0254385 -0.040832 0.0319495 0.0127384 -0.0461478 -0.0457537 -0.0270714 0.00133885 -0.00451518 -0.0298605 0.154485 -0.0156906 0.103782 0.151281 0.00973231 -0.160671 0.260562 0.0118721 -0.0735646 -0.16024 0.298511 -0.183111 0.500787 0.328853 0.010329 -0.000203687 0.634436
internal_count=361931 306680 215094 167217 47877 158872 111729 47543 91586 75559 102591 59880 48591 3914 2986 11289 9436 97191 2411 566 96666 55251 17270 759 16511 999 814 96489 88515 334
shrinkage=0.00455354


Tree=1311
num_leaves=31
num_cat=0
split_feature=253 1442 182 50 773 1317 1434 966 1189 1465 21 118 623 372 519 785 728 650 620 922 1028 1249 471 1356 1217 885 1452 727 705 791
split_gain=38.0282 35.9465 33.7359 38.49 32.0974 32.7367 56.553 32.5344 31.9735 28.9122 32.5817 30.9385 34.0869 32.3955 38.0902 34.6503 34.441 60.1187 57.6902 47.4974 36.2782 35.8939 35.5897 40.2236 38.2154 55.363 32.9664 36.9693 31.5015 31.2093
threshold=1.0000000180025095e-35 -1.2625182715263061 0.80071687052116158 1.0000000180025095e-35 -1.1162275099385826 -1.1480320366704742 1.0000000180025095e-35 -0.6944883417763078 2.6849474154859583 3.116712650924125 -3.9164670491403295 2.3787456441485824 2.5564688642640712 -0.89164644713046382 2.1420547332082829 -0.86283290253235112 -1.3163276726681863 1.6923072129381651 1.5209264779549863 1.0000000180025095e-35 -0.66275050977156291 1.1872225780131291 -0.93081268283970298 1.1703909184639636 1.0000000180025095e-35 1.6290983814687661 1.1844650239005572 1.0000000180025095e-35 -0.54896079675470832 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 -4 6 -6 -8 -7 10 -1 12 13 14 -12 26 17 18 19 20 -17 -19 -18 29 -25 -26 27 -15 -16 -24
right_child=1 2 4 -5 5 8 7 -9 -10 -11 11 -13 -14 15 28 16 22 21 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0024482745876866882 -0.00045697116611994004 -0.00041871733887547877 -0.00090632988263624002 -1.5127398597469221e-05 0.00025466775877426448 0.00019757330319157922 -0.0013217287252105215 0.0051861088601564201 0.003317420937295775 0.0006701759770041209 0.00017556971708766102 -0.00063553393849725666 0.00075771356216399876 -3.9081695209923206e-05 -0.00065996153254286303 -2.2417722457530248e-05 -0.00055876377456551382 0.001631599474448326 -0.0011355050201088302 -0.00023977872072667857 0.000923585131416046 -0.0011186813301553326 -0.00023376916530107138 -0.00013165450770591625 0.00078759327526447501 -0.001512058267359194 -0.00095554391672557999 0.00073191949601404595 0.0017435796482509296 6.9737051534477369e-05
leaf_count=342 34366 34994 1958 42556 760 14914 65 277 236 4040 25201 6116 3944 6471 442 4899 15471 2447 2429 9065 6280 413 80318 8170 8344 675 1273 9732 1625 34108
internal_value=0 -0.0455026 -0.0243254 -0.0465369 0.0633714 0.0933404 0.468675 1.12062 0.0659803 0.00490507 0.00133385 0.00023818 0.00423912 0.00036881 0.0744821 -0.00967996 -0.0196688 0.0536809 0.0157261 0.0534691 0.147874 0.34703 -0.0332789 -0.0227633 0.071459 0.163926 0.0808803 0.106611 0.341351 -0.0387598
internal_count=361931 130126 95760 77550 18210 16252 1102 342 15150 231805 227765 227423 221307 217363 27268 190095 172619 25533 22673 20244 11179 2860 147086 131615 17189 9019 17476 16203 2067 114426
shrinkage=0.00373549


Tree=1312
num_leaves=31
num_cat=0
split_feature=785 1309 62 21 545 326 332 1459 712 1442 578 495 1237 927 272 415 959 21 250 539 294 1190 852 705 284 1469 809 836 1470 1135
split_gain=99.5347 75.2687 69.664 57.0096 51.2274 50.3538 62.3561 53.2067 47.0995 45.23 41.3239 38.3547 37.886 35.1369 36.836 34.7193 34.6885 43.0764 43.1988 35.0434 37.8721 38.4896 32.4695 33.9729 32.2675 35.6239 37.7677 36.9118 37.9171 35.0853
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -2.7818205974049124 -1.0372938969678034 1.0000000180025095e-35 1.0000000180025095e-35 0.40413748344094969 -0.63779424894106762 -1.2625182715263061 -0.87905496296652397 1.2285890696718937 1.4298092310842805 1.0483613175537825 1.6568181847307961 1.4988239875798173 -1.2907225086880219 -0.13431221002227373 2.3830609921859591 0.6695026854463163 0.10116270547998699 2.6710795256990294 -0.22706799479215015 0.65024502419988683 -0.13752235891992784 -1.3066623469784679 3.6226755291136299 0.50995176283375421 1.9805293963242088 -0.55090486886779666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -5 -7 -1 -6 -10 15 13 14 -12 16 -11 18 19 20 21 -18 -19 -24 -3 27 -27 28 -26 -29
right_child=1 24 4 5 9 7 -8 -9 10 11 12 -13 -14 -15 -16 -17 17 22 -20 -21 -22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.00015375884532471101 0.00050716731826912242 -4.5886304667796573e-05 -0.00012730763083327053 -0.00029792909788532674 -0.00012273850854433807 -0.00010956808209533325 -0.00011543294247473949 2.5578042363628076e-05 0.00026679666042766354 -0.00014175475478555872 7.5000386323076672e-05 -9.4257609296527473e-05 -0.00019223378644790356 0.00027388191040204207 -0.00021613874882294511 -0.00012647799413805172 0.00011045107515232522 -7.919167012670274e-05 -0.00023802439832364659 0.00023551377632231581 -7.0493103699255323e-05 0.00089187228595389754 -2.5679486042913547e-05 0.0001036939136039816 0.00046364087247360326 1.7286498767810507e-05 -0.00032073314565356047 0.00034639989858872361 -0.00017913286772836749 -0.00039179178535945743
leaf_count=3225 450 40595 25230 20353 15286 46521 25488 13147 3439 5237 17022 14624 1734 2638 1501 6195 11119 13395 1730 4717 4922 204 15226 10985 1327 53574 998 279 325 445
internal_value=0 -0.0545774 -0.079028 -0.127595 -0.0451444 -0.132062 -0.204299 -0.0917497 0.0739277 -0.0259448 0.101386 -0.00822618 0.0697966 0.093877 0.0629167 0.0116967 0.025467 0.037936 0.112535 0.134702 0.0833411 0.148961 -0.00510205 0.0375184 -0.00630895 0.0246979 0.0130101 0.25765 0.416726 -0.113554
internal_count=361931 332372 234829 105959 128870 105509 45841 59668 29559 103640 26334 88354 22895 21161 18523 73730 67535 62298 22692 20962 16245 11323 39606 26211 97543 56948 54572 2376 1652 724
shrinkage=0.000836755


Tree=1313
num_leaves=31
num_cat=0
split_feature=785 181 852 729 189 727 784 728 497 667 694 884 21 263 560 547 1459 841 635 851 428 588 1392 1449 636 1043 322 909 543 149
split_gain=93.6996 73.1415 60.9006 49.1375 49.3649 47.9259 45.182 39.1639 57.6888 41.6284 41.5908 42.038 40.5805 36.7289 36.6407 36.3479 33.7848 33.5316 41.289 44.1291 33.6514 32.8674 32.4597 31.9312 31.4801 31.1877 33.022 31.1738 31.0377 29.7157
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.22706799479215015 0.75637635299260908 2.7059755265676442 1.0000000180025095e-35 0.9594655836162902 -0.49008176997875957 1.461728259125324 1.0000000180025095e-35 1.2342127532274445 1.6560630477055389 -0.13431221002227373 1.6445160113075163 1.624162733529299 1.4078093546699517 0.53912233727729608 1.4606096942095685 2.2664449393494506 1.0000000180025095e-35 2.5310413608489593 0.71188872395471614 3.0243454669273118 0.47799573524751798 1.6897872118737169 -0.8066570567396022 1.0000000180025095e-35 -0.67290761646258057 1.0000000180025095e-35 0.027531633147486998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 7 4 6 -1 25 10 9 12 11 -2 28 16 -8 27 23 18 20 -20 -5 -12 -11 -3 -18 26 -4 -7 -9 -21
right_child=1 13 3 17 -6 15 14 8 -10 22 21 -13 -14 -15 -16 -17 24 -19 19 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9814489767675025e-05 0.00011327173512693408 -0.00014646667570274247 -1.6881349679165005e-05 -6.0058032531301024e-05 -0.00035893797113667871 -4.6115211640376104e-05 8.8382751204149187e-05 1.1228504640677199e-05 5.0523062617840299e-05 -0.00015087541051503502 -2.0749788250050109e-05 -0.0002349781749386395 -0.00010776964594271077 7.0359177460902752e-05 -0.00015502474805204953 -0.00016437331350426071 -2.7424054952837216e-06 -0.00018805070572109993 -3.9902980653796677e-05 0.00076749027966064676 0.000238443734993695 -0.0002264764743044279 0.00047292388247306574 -3.7087727303454813e-05 -0.00039481589981725409 5.4719416648671919e-06 -0.0001756891949279673 0.00014822848684175225 -0.00017823268815814631 0.00011968665296302982
leaf_count=12551 7739 44107 8853 40372 1172 2132 18861 19042 7136 30542 10054 809 24476 3060 1411 1040 11481 5418 823 333 878 2438 236 10545 627 72033 6136 13836 3526 264
internal_value=0 -0.056746 -0.0412191 -0.0148276 0.00839718 0.0679083 0.0123928 -0.0849396 -0.108464 -0.129216 -0.00114482 0.108696 -0.0889531 -0.130468 0.0994967 0.143157 -0.144897 -0.0791104 -0.0582713 0.296113 -0.0731181 -0.0880898 -0.203584 -0.173594 -0.0323131 -0.00922918 -0.105299 0.169283 -0.0163272 0.693429
internal_count=361931 332372 262552 156554 108466 29559 107294 105998 84958 77822 21040 8548 47044 69820 20272 17008 66760 48088 42670 1420 41250 12492 30778 54652 12108 87022 14989 15968 22568 597
shrinkage=0.000714163


Tree=1314
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 727 588 712 791 746 507 382 809 566 813 965 763 667 578 691 1443 575 689 969 927 1046 858 1098 1049
split_gain=108.829 72.1101 81.4259 97.1375 81.2655 104.688 75.1124 72.0954 56.0986 55.6538 64.8228 54.8606 54.3454 49.8235 46.8228 46.7065 44.0109 42.1656 41.3186 41.2653 40.384 40.2211 39.8223 38.4601 38.3363 38.253 40.1127 37.7518 36.3494 35.7343
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.5400801409269973 -0.682906484622256 0.71188872395471614 -0.63779424894106762 1.0000000180025095e-35 0.66766320980544069 1.0941628986121894 1.0000000180025095e-35 1.0000000180025095e-35 2.1710320005650359 2.1641256470006294 0.10980254379742337 -1.0629249288220228 1.0000000180025095e-35 -0.87905496296652397 0.29073615932568342 1.593744732512876 1.0000000180025095e-35 0.72022076402865742 1.0920670469644722 1.0483613175537825 -1.4186728844878853 1.0825608069246189 -0.37373492001924641 1.511805152420109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 11 4 9 21 -3 12 -1 15 13 16 22 17 18 -4 28 -11 -5 -10 -15 24 -8 -13 -6 26 -21 -26 -2 -24
right_child=1 6 3 14 5 -7 7 -9 19 10 -12 23 -14 20 -16 -17 -18 -19 -20 25 -22 -23 29 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00015392550351120394 8.5401179968577182e-05 -0.00016087004464706786 -8.7645505550927786e-05 -9.260188595779041e-05 -1.3790941923042965e-06 0.0003134561092949206 -1.7155777404452391e-05 0.00028356237926421715 0.0002539497508535568 0.00063963265888012104 0.00013421710376246212 0.00018150345775458626 -6.7127843302872706e-05 6.8429374848274943e-05 9.4678818463618701e-05 9.763972194021016e-05 -6.9013322105314329e-05 -0.00012973849027411784 -0.00018100529900846039 -0.00031457376670853809 -0.00010407911300332834 -0.00015435421172438574 0.00028071673472400231 -0.00011034929643197038 0.00027236149407842443 0.00024210318298274375 5.2417441451799625e-05 -0.00026779788494607455 -4.0602909634784341e-05 -0.0001026327256250827
leaf_count=3225 15155 3763 94773 47065 13206 3368 2917 3646 3439 249 7091 6561 6679 13049 2811 3837 23450 17552 35388 845 6145 4247 3829 1519 2503 2829 19221 387 12498 684
internal_value=0 -0.0526059 -0.0625437 -0.0816416 -0.0516637 0.0651467 0.0611769 0.115631 0.0816224 -0.0730785 -0.00471087 0.010153 0.0482686 -0.0484787 -0.151405 -0.102729 -0.0182775 -0.152099 -0.163651 0.111571 0.0236275 0.0040321 0.167991 0.168294 0.050306 0.0800212 0.0488525 0.261968 0.0416575 0.285539
internal_count=361931 332372 310854 251671 166407 23711 21518 17755 29559 142696 44086 59183 14109 36995 85264 98610 51103 17801 82453 26334 19194 20343 7430 8080 16096 22895 20066 2890 27653 4513
shrinkage=0.000773033


Tree=1315
num_leaves=31
num_cat=0
split_feature=785 1309 62 21 712 545 257 194 941 567 1442 1459 578 1237 690 566 911 927 272 920 761 953 2 357 1088 694 1099 772 1256 839
split_gain=108.705 81.5536 72.3215 58.684 56.3857 52.6597 50.3789 61.9088 45.2026 49.1958 45.767 44.6748 41.6206 37.507 36.7132 39.7335 35.9119 35.4602 37.7408 35.3802 42.7217 35.0978 34.5975 33.9325 33.6951 32.0533 31.2238 30.7894 33.4349 30.3885
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -2.7818205974049124 -0.63779424894106762 -1.0372938969678034 1.0000000180025095e-35 1.0000000180025095e-35 0.85078777678020689 1.7811711699895054 -1.2625182715263061 0.40413748344094969 -0.87905496296652397 1.4298092310842805 -0.99375782586399386 2.1059719136688364 -0.72244441647419977 1.0483613175537825 1.6568181847307961 -0.83967173534858641 1.3123401211053174 3.6501159702170551 3.2235193044207455 -1.1830908951918688 2.7639737144699819 2.350460828006812 2.267999517429018 -0.92703045953405072 -0.21380900901904068 2.778493016390716
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -4 7 -5 9 10 -7 -8 -6 17 16 22 25 18 27 20 -3 -17 23 -16 -21 -12 -10 -14 -29 -18
right_child=1 19 5 6 12 8 11 -9 26 -11 14 -13 13 -15 15 21 29 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00016085315627594501 0.00048235644514858274 3.4209663562425395e-05 -0.00012332748639090981 -0.00029030967680448777 0.00025616342772220223 -0.00016295932373347149 -0.00010424843780776385 -0.00011511184086245883 6.8474587779872174e-05 0.00010048588598638773 0.00031928478523851102 1.2146857274144439e-05 -0.0001326050419243358 -0.00017563428262091772 -0.00039743816090019119 0.00015890297157930159 -2.4256022570321096e-05 0.00026275095929908805 -0.00020263437466271842 -1.1428399847021117e-05 0.00031381616327471338 -0.00076134000797796714 0.00093064194844388285 -5.8781448478117821e-05 -0.00025768742289574098 -0.0002784228143560803 -0.00027440907463459238 1.5629111212278182e-05 0.00016867053741427058 0.0010155782015229162
leaf_count=3225 450 6948 25230 19392 3439 11912 46636 26303 16851 6432 2165 13178 1748 1734 1181 2859 4872 2638 1501 87102 1788 110 102 55696 1705 319 1073 7005 8269 68
internal_value=0 -0.0572103 -0.082619 -0.132013 0.0769022 -0.0481263 -0.136533 -0.209103 -0.0286695 -0.0507778 -0.0667912 -0.0965181 0.106975 0.0752955 -0.0461056 -0.0646496 0.097572 0.0992019 0.0681092 -0.00700686 0.118346 0.159518 -0.0791733 -0.08157 -0.0201442 0.31244 0.0678303 0.0950966 0.12454 -0.00853454
internal_count=361931 332372 234829 105959 29559 128870 105509 45695 103640 85716 79284 59814 26334 22895 67372 59948 7424 21161 18523 97543 8736 2969 56979 56877 88807 2484 17924 17022 15274 4940
shrinkage=0.000788493


Tree=1316
num_leaves=31
num_cat=0
split_feature=51 1371 1461 21 1216 890 795 705 566 340 726 854 797 791 942 917 981 1047 1461 423 691 21 539 1455 1104 739 46 1456 150 17
split_gain=39.8211 37.3716 36.3322 40.6042 37.1132 38.8306 46.1658 46.6096 48.7317 42.5417 38.8929 49.6965 95.4232 45.7363 36.7467 37.8098 38.4104 43.4096 36.7465 36.5498 35.1005 34.2201 33.6865 33.3409 34.3532 36.99 33.9779 33.1395 33.0762 32.6271
threshold=1.0111847875080273 3.4357416210103824 3.9993613276323443 1.5676574675808517 2.3855481443271001 -1.0182342416987082 -0.29258408639884992 0.28191752204954684 1.7603402020327763 1.8162821653890682 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 2.231519495564001 4.3127385003387806 1.469577105443127 2.5256796091004148 -0.2634310735630721 0.38610830296798077 0.34291078408764419 -0.13431221002227373 1.6593606958601528 0.35881941651261778 -0.559089613912644 1.2177549451092726 1.0000000180025095e-35 0.69138606407414993 3.1059109887547178 -1.9784268712113373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 18 7 19 9 20 22 12 -12 14 15 16 21 -18 23 -7 -9 -13 27 26 -25 -26 -1 -8 -3 -15
right_child=-2 28 3 -5 -6 6 10 8 -10 -11 11 13 -14 29 -16 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=1.4236891506647511e-06 -0.00037115652896862079 -0.0014614913118523966 0.0013085538382374877 -0.0023097933005960282 -0.00075894238419342813 0.0001657755591188656 0.00033026255914527289 0.00060324083667570897 0.001685463625555723 -0.0010015597641692923 -0.00034491361079068249 -0.00019654754738551342 0.0018198485756827833 0.0091931997518520121 0.00063510003476840689 0.0051728147439830518 6.357910203951667e-05 0.0032567997433968991 -0.00076929638451368504 -0.00051974037405399457 -0.00013418434174774908 -0.0007018367699251441 -0.0011474198304361682 -0.00043252521469750322 0.001115341517597838 -0.00091905980674812833 -0.00071805777534438128 0.0017128458334268056 0.0090929331230382767 0.00039737319253085152
leaf_count=22939 54984 3865 3524 368 10805 36536 12453 34162 3164 3047 5638 29275 3596 50 3778 130 8761 448 16934 13229 9530 39107 1272 4646 7132 1518 18735 2203 41 10061
internal_value=0 -0.00374367 -0.00136505 0.197886 -0.00444994 -0.00018586 0.0131977 0.0477109 0.093831 0.0754243 -0.0166082 -0.0334043 0.115164 -0.0497212 -0.0675201 -0.0789468 -0.0811119 0.0484976 -0.0514524 -0.000883829 0.0907954 -0.100298 0.0795494 -0.0214743 0.0775705 0.161528 -0.0584394 0.109668 -0.267171 0.0893899
internal_count=361931 306947 303041 3892 299149 288344 216440 99668 49903 46739 116772 100844 9234 91610 81499 77721 77591 9209 71904 49765 43692 68382 15928 54970 13296 8650 41674 14656 3906 10111
shrinkage=0.0049289


Tree=1317
num_leaves=31
num_cat=0
split_feature=1430 1160 884 809 785 1117 441 1287 402 156 1015 561 346 623 221 1423 1469 984 221 1458 1452 498 1043 710 498 1124 1116 1046 821 578
split_gain=39.9662 83.7421 39.2919 39.885 33.8225 32.6248 31.2099 30.443 38.3869 29.9255 29.8993 29.2962 32.6054 28.9895 28.9633 28.8296 28.8176 34.3529 29.993 33.6695 29.8179 27.5059 27.8396 27.4956 31.028 27.3376 27.886 26.9015 26.8265 26.5451
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66905551989196432 1.0000000180025095e-35 -0.86283290253235112 1.0007360560485064 1.0000000180025095e-35 2.0134489336482666 1.0135056393013435 0.3066483305190903 1.2191568012335126 -0.30360989546529643 0.74020284259980074 -1.7719400192665511 1.935659366748363 2.2885552421444864 -1.2673214316849539 -0.86823814582577263 -0.88007054820960617 2.705011497421657 0.91361512331551464 1.6245731242828796 -1.6242410283258994 0.5235253112981989 2.1478180858331046 -0.45231311842210714 -0.8921107843159467 0.027949309051911338 -1.3373200915743719 -0.87905496296652397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 9 6 11 10 -9 -2 16 12 -6 -13 -7 21 17 27 -18 23 -21 -3 -23 -20 -25 26 -19 -1 -4 -24
right_child=4 15 28 -5 5 14 -8 8 -10 -11 -12 13 -14 -15 -16 -17 18 25 19 20 -22 22 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00058438430682201644 0.0005689406815584247 -8.5444544798384472e-06 -0.002407857708770853 -0.00013435531094260498 0.00019791129070752386 -0.00032615160647038493 0.00021163558269668084 0.00076468620524157026 -0.0019825950971489809 -0.00033826212423697762 -0.0015526360011174382 -0.0018811682981294919 -0.00040130572358771055 -0.0001518872547807319 0.00083737382826442296 -0.0008737674720350596 -0.0013873472443369499 -0.0046079658120365512 -0.00076265890651561435 0.0031198700224829559 -0.0010551405474750265 0.0045535309788340955 0.0019429952078077394 -0.00015719818034960132 0.0038458254450605359 -0.00095139764054223393 0.001077206519240072 0.0039320361181528641 0.0011768225036875592 0.0002867652455648146
leaf_count=136 12108 76730 216 21838 39713 26925 50135 1994 420 2804 6083 967 8042 55726 1405 3390 7676 68 28414 307 215 137 626 6390 172 1411 973 200 1300 5410
internal_value=0 -0.0410991 -0.107968 -0.118411 0.00791075 -0.000735429 0.012036 -0.162591 0.0768593 0.105511 -0.180423 -0.0104588 0.0288083 -0.0465488 -0.0701168 0.00292024 -0.161267 0.046022 -0.183924 -0.155 0.414313 0.0100158 0.144235 -0.167342 -0.00814714 -0.048695 0.205467 0.645923 0.225183 0.125715
internal_count=361931 164106 77813 76297 197825 182913 154583 54459 2414 14912 52045 104448 47755 56693 28330 86293 45962 2788 43174 35498 522 82903 6173 34976 6562 2452 1041 336 1516 6036
shrinkage=0.00373549


Tree=1318
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 727 539 923 278 784 388 647 590 694 1175 909 1051 982 708 199 941 348 405 1307 491 271 353 902 519 1469
split_gain=100.422 87.5639 67.3828 59.3584 52.2681 50.5694 62.9063 53.2484 48.8145 42.4449 40.237 40.7861 89.3115 37.5559 36.5967 36.2732 32.4541 31.3811 36.4815 31.1084 30.6215 30.4586 30.3014 31.3802 37.1134 30.2864 30.2778 45.1789 30.2518 29.9488
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 -1.1833072469291228 0.9594655836162902 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.2342127532274445 -0.31923240808069592 -0.67290761646258057 3.5926503781727646 3.0854258727671673 -0.55689657685208205 1.0000000180025095e-35 3.0707296396180284 -1.2239035338659037 1.0000000180025095e-35 1.3390041783085433 -0.25023694339587677 2.6793937623835933 0.63280207191488913 2.0947916829856985 2.1420547332082829 -1.3263328046252252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 13 7 -7 19 -10 11 12 -3 -2 -11 -6 20 21 -19 -5 26 -12 23 24 -4 -17 27 -9 -8 -13
right_child=1 10 22 8 15 6 28 16 9 14 17 29 -14 -15 -16 25 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8852165037678844e-05 9.369104397484477e-05 -6.982642528512319e-05 -0.00013949049038210909 -3.175728481267512e-05 -5.9692398609321688e-05 -0.00035167584830752288 -2.4658191487935975e-05 -0.00015436519992359475 2.6900483152908471e-06 -9.9344729319617014e-06 -0.00040578304191548503 0.0003892834200003962 0.00043797451867705491 -4.4756555422080652e-05 0.00013341678546239716 0.00016443863221987719 0.00069055686021272814 0.0010002500882738791 -0.00056266361219089881 -0.00023420196550653596 0.00034805108752868454 -0.0001568926604378152 -0.00025354074370342883 -0.00018492814741987731 1.0746065872892717e-05 -0.00028999285570567286 -1.8325371980549266e-05 0.00012862519738267734 0.00016577000537045284 -8.8828355749111576e-05
leaf_count=12551 9356 3918 9161 6397 2491 2982 10815 29500 86616 7203 3341 322 1190 13873 12932 14123 142 146 103 4315 370 16705 5095 8922 11972 394 8401 1966 2419 74210
internal_value=0 -0.0534029 -0.0318788 -0.0174592 0.0755494 -0.0657125 -0.10282 -0.150477 0.0121008 0.0244318 -0.117083 -0.0954881 0.097462 0.0204911 0.109244 0.153967 -0.128337 -0.232538 0.638204 -0.141301 -0.13265 -0.246711 -0.129751 -0.104819 -0.0619501 0.195951 -0.139814 -0.175812 0.0166181 -0.111036
internal_count=361931 332372 232437 197287 29559 79824 56595 43361 117463 106751 99935 79640 5108 23229 20135 17008 40379 20295 249 10712 40237 20046 35150 30055 21133 14517 39867 31466 13234 74532
shrinkage=0.000773033


Tree=1319
num_leaves=31
num_cat=0
split_feature=785 728 203 1031 852 727 1037 405 388 647 590 1323 547 1469 497 982 708 348 21 557 971 21 1184 352 596 21 943 889 218 1099
split_gain=97.4734 79.5712 59.2043 52.6265 52.3104 48.8947 38.292 36.8286 35.9171 36.9261 86.4952 34.6154 34.5705 33.1897 32.133 31.5921 36.6398 30.5477 30.2164 30.1515 29.909 29.6137 31.751 29.5407 28.6249 31.2809 30.3895 28.6054 28.5391 28.418
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3520813746060025 1.6568736917453439 1.0747610123934368 1.0000000180025095e-35 0.054934626273265431 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.205511349021805 1.4078093546699517 -1.0588145806293296 -0.38981986497679216 3.0854258727671673 -0.55689657685208205 -1.2239035338659037 4.5933813388752975 -0.3277264518692542 -0.90130757600070643 1.0000000180025095e-35 0.1902823536529695 -1.2592798002860721 3.0920830256423057 -1.0798509198017876 1.4693784537238983 1.3149075955530187 -0.84774606202955316 3.1210475520479206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 -6 11 9 10 -3 -2 20 21 -8 17 -17 -10 -15 -4 -7 22 28 -24 25 -11 -27 -23 -13 -22
right_child=1 8 19 -5 6 12 14 -9 15 24 -12 13 -14 18 -16 16 -18 -19 -20 -21 29 27 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.8164031656834043e-05 -0.00016055220801126528 -8.0898198117588751e-05 -0.0001604224248148306 -0.00011997929020245978 -5.7352393446242457e-06 -0.00010504890081571037 1.0999101492546964e-05 -0.00011153257153321732 -0.00044937668110015867 3.8534232302107462e-05 0.00048201580198724189 -0.00020957082056957289 -0.00018539133345369039 -1.6917659982477527e-05 0.00020708715206087036 0.0011407648425455442 -0.00062903397333949535 -0.00016722129003869692 0.00089481807634366492 -4.8540681832031136e-05 0.00018785741072955075 -4.8527153818735077e-05 -0.0002649539111954745 0.00027695582672667058 0.00029142762420138798 -9.9617348816622008e-05 -0.00028592439105553464 0.00030170149300221059 9.9698696001602875e-05 -0.00063020665975392425
leaf_count=12551 5762 3918 20617 19903 10298 1327 4074 15186 3341 7499 1190 1253 1040 105427 7989 146 103 16705 92 23896 14497 7589 358 4097 645 60931 5457 790 5106 144
internal_value=0 -0.0512849 -0.0307586 -0.0156561 -0.0049549 0.0759615 0.0873295 -0.0202691 -0.112121 -0.0917399 0.0918583 -0.00951209 0.15192 -0.00265638 0.164724 -0.221745 0.653834 -0.236062 -0.0181833 -0.113036 0.177352 0.0742951 0.143997 0.272215 -0.106577 -0.111748 -0.127922 -0.0168019 0.0502754 0.206168
internal_count=361931 332372 232437 187924 168021 29559 22361 145660 99935 79640 5108 130474 17008 124712 12063 20295 249 20046 105519 44513 15968 19193 10814 4455 74532 73887 66388 8379 6359 14641
shrinkage=0.00087056


Tree=1320
num_leaves=31
num_cat=0
split_feature=888 522 691 21 694 795 61 50 56 1469 704 552 1452 140 1454 21 1463 347 1190 1430 144 1384 1453 254 1453 334 785 841 704 292
split_gain=39.7916 36.7527 37.5166 39.3965 36.5771 35.7812 31.5589 31.3607 40.6205 30.9051 34.2508 33.1383 33.0702 30.64 29.822 29.2001 32.6674 29.0258 28.7883 28.4957 28.3299 27.9409 28.1546 29.3192 29.2298 27.93 27.7535 33.2268 27.7486 30.7169
threshold=1.0000000180025095e-35 -0.71745339412579689 0.11682074345248079 -1.8362818876253988 1.4410699139383063 -0.29258408639884992 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.31418336311431067 2.4496557896054036 1.7762826453878338 0.31080832553362553 0.73308507584698057 2.6579444067051354 1.189441983669046 0.22129606780172761 -0.51414851409499029 -0.54907697235789732 0.54622893720785959 -1.4758372620200386 -0.70138131114609104 -0.093080794707546363 0.52656206759154367 -0.14056694927251992 -0.5491441532643816 -0.86283290253235112 1.0273092496903724 -0.45559666474203636 0.69133386034184507
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 14 5 9 19 8 13 10 11 18 25 28 -4 21 -17 -10 -1 -5 -20 -2 24 -24 -23 -11 -9 -28 29 -3
right_child=15 2 3 6 -6 -7 -8 26 17 12 -12 -13 -14 -15 -16 16 -18 -19 20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010521057310472566 9.434109346724036e-06 -0.00068871863899770799 0.0016317603745851787 -0.00029664536011867924 -0.0004304502511894845 2.3007524605979376e-05 -0.00059778254948099081 0.00063749364290083786 -0.00038349064635647046 0.00082921422855736801 -0.0021516315418964242 0.0022382770803727596 -0.001374480761268119 0.00014050671385273464 -0.0039594049002412883 0.00094114819945588827 -0.00098241055573488343 0.00019757825764778246 -0.0025286981891975181 0.00022590262058819235 0.00040382887365224642 -0.00083122216206176923 -0.00051144882496427383 0.00075665154549568682 -0.0043294731245024443 -0.00019713074440092131 0.00013712145539941089 -0.00038200576289641915 -0.00034514554285895802 -0.0019902123936359289
leaf_count=7386 10694 8174 1470 40503 8340 36215 25694 7371 11096 3657 366 1077 1470 7195 91 2803 1117 24885 357 12055 12848 19434 9047 2733 370 5950 68003 12168 15854 3508
internal_value=0 -0.00469566 -0.0192745 -0.062171 0.0362848 0.0526328 -0.0698091 3.80079e-07 -0.0386705 0.105175 0.151606 0.162772 0.00771905 -0.108018 0.304491 -0.0840638 0.0979301 0.00797088 0.143047 -0.0381294 0.0807794 -0.106855 -0.147792 -0.0489585 -0.210411 0.0525838 0.025904 0.0141215 -0.150921 -0.254901
internal_count=361931 315733 238067 79813 77666 69326 78252 158254 70712 33111 22034 21668 11077 34731 1561 46198 3920 35981 20591 52558 13205 42278 31584 11780 19804 9607 87542 80171 27536 11682
shrinkage=0.00420677


Tree=1321
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 712 727 539 923 278 578 784 1237 647 590 694 1175 846 927 272 714 854 545 146 20 928 353 1247 1325 583 914
split_gain=109.626 91.8873 64.375 58.0081 56.971 55.3991 63.4577 53.3794 50.5172 46.4425 42.4938 39.1393 39.0947 104.811 38.3508 37.301 36.1047 35.2045 37.5326 34.181 36.8529 33.3956 33.2148 33.4227 32.8373 34.6735 31.243 30.9241 30.8211 33.6129
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 -0.63779424894106762 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 -1.1833072469291228 -0.87905496296652397 0.9594655836162902 1.4298092310842805 -0.87782724458594241 0.58895901036483078 1.2342127532274445 -0.31923240808069592 -0.53268848306471728 1.0483613175537825 1.6568181847307961 1.0000000180025095e-35 -0.87473648844905705 1.1137036782212404 2.888475460910541 -0.37168563270387045 -0.97827964681891932 0.63280207191488913 -1.1986830121318872 -0.68688066482863919 -0.55326332990463356 3.2762546484437549
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 14 7 -7 -5 -6 -10 17 13 -3 -2 -12 -14 18 19 20 -11 -22 -18 -24 26 -26 -9 -4 -16 -30
right_child=1 12 27 8 9 6 -8 24 10 11 15 -13 16 -15 28 -17 22 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00013304863130535481 7.9090993879467024e-05 -8.5810307421744616e-05 -0.00015613606699853785 -9.6159884473547136e-05 0.00021777194676851641 -0.00029806839579340626 7.3703861733458108e-06 0.00039748978685614323 -8.1477851265394882e-07 0.00027154686255987217 -1.2069708621385572e-05 -0.00014934595767320598 -4.3863059027609213e-05 0.00034468188679065729 5.5517916128058699e-05 0.00010896198088103611 -0.00011423968183897683 0.00021413544395109443 -0.00016657092316520631 0.00010701679075342382 -2.2564249105350662e-05 -0.0004000810647043713 -0.00019124854618504024 0.00071727303764498862 -0.00013180451475902928 -1.8889362822963203e-05 -1.5110296693612147e-05 -5.5496737669710504e-05 -9.7392580938257981e-05 0.00093682099942463462
leaf_count=3225 9356 4821 11894 10712 3439 2982 13234 441 86616 640 7203 1734 29774 1384 4586 12932 63616 2638 1501 11096 4826 460 158 182 27393 7325 5220 23256 9234 53
internal_value=0 -0.0582039 -0.0361506 -0.0220704 0.0765068 -0.0697157 -0.108483 -0.156262 0.00714509 0.106771 0.0196962 0.0732397 -0.123302 0.0519047 0.0204971 0.104516 -0.137079 0.0977173 0.0667109 0.0936618 -0.0264121 -0.0820753 -0.171792 0.517163 -0.134137 -0.162212 0.0242349 -0.131782 -0.058647 -0.138296
internal_count=361931 332372 232437 197287 29559 79824 56595 43361 117463 26334 106751 22895 99935 6205 23229 20135 93730 21161 18523 17022 5926 5286 63956 340 40379 34718 5661 35150 13873 9287
shrinkage=0.000646839


Tree=1322
num_leaves=31
num_cat=0
split_feature=785 181 852 729 712 5 784 560 728 497 667 694 884 1237 21 263 854 927 714 635 851 588 619 1392 543 518 792 1325 923 896
split_gain=108.046 79.4742 58.7375 58.3183 49.9623 49.4526 42.8447 41.1294 39.8951 58.5348 42.9199 39.9435 39.9386 39.7957 37.308 36.5786 34.8805 35.0691 38.4964 33.4766 48.5733 32.259 32.1345 32.0484 31.6853 31.1292 42.0045 32.9712 31.1297 35.4092
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.22706799479215015 0.75637635299260908 -0.63779424894106762 -0.87673672253869495 0.9594655836162902 1.624162733529299 -0.49008176997875957 1.461728259125324 1.0000000180025095e-35 1.2342127532274445 1.6560630477055389 1.4298092310842805 -0.13431221002227373 1.6445160113075163 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 2.2664449393494506 1.0000000180025095e-35 0.71188872395471614 0.83082504555296788 3.0243454669273118 1.0000000180025095e-35 1.0000000180025095e-35 -0.87246257202899724 -1.1841043621891953 -0.86449023226567734 0.13351389361957308
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 5 -1 -4 25 -8 11 10 14 12 -2 16 24 22 -6 18 -18 -5 -21 -13 -3 -12 -10 -7 27 -27 29 -28
right_child=1 15 3 19 13 6 7 -9 9 -11 23 21 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00014843877913683554 0.00012409789255077714 -0.00013187689495600336 -8.122903384017829e-05 -7.6697522009682483e-05 0.00029041518763345427 -3.1697866463680601e-05 0.00011489664447300259 -0.00019483314746020558 1.1577016726922735e-05 5.7714035789688795e-05 -0.00016674178118213228 -2.0300651521747172e-05 -0.00025098360398565558 -0.00014833297912086415 -0.00011579028465003514 7.4881420417081631e-05 -3.8435668173801147e-05 0.00026139561181693282 0.00011300561424631624 -8.5431149326235163e-05 0.00050990589481989196 -0.00024562189338309424 9.410331942188937e-06 0.00051881960094886164 -0.00019968679229979803 -0.00023379401044743879 0.00034905150135891859 0.00014141592518216118 -1.4773527218924675e-05 -0.00011800728246374396
leaf_count=3225 7739 61095 15987 46491 2402 36906 16503 1178 19042 7136 30542 10054 809 1892 24476 3060 6774 2725 12541 983 614 2438 5665 236 3526 844 1230 10674 24501 643
internal_value=0 -0.0568282 -0.0406292 -0.0147099 0.0769905 0.0106222 0.0286396 0.118941 -0.083601 -0.107354 -0.128279 0.00104963 0.108726 0.105259 -0.0873708 -0.13366 0.127786 0.101854 0.0716034 -0.084695 0.219794 -0.0842759 -0.14805 -0.203843 -0.0177381 0.00588067 0.0464512 0.151656 0.00136117 0.251257
internal_count=361931 332372 262552 156554 29559 108466 92479 17681 105998 84958 77822 21040 8548 26334 47044 69820 24442 22040 19315 48088 1597 12492 66760 30778 22568 74798 37892 11518 26374 1873
shrinkage=0.000788493


Tree=1323
num_leaves=31
num_cat=0
split_feature=181 852 984 1361 1042 1392 702 498 639 677 955 1228 1443 1458 1459 87 1081 1458 776 1047 636 740 1469 1242 1117 147 902 721 981 1325
split_gain=40.0903 38.1867 35.8896 33.0669 32.9943 31.9317 39.7165 37.4291 34.2111 31.6609 30.6893 32.6669 29.0046 27.6485 27.3285 28.7863 27.1173 28.5033 27.3266 31.646 27.1138 26.8497 26.8076 26.6464 26.629 26.4191 27.0856 25.74 25.2137 25.0872
threshold=1.0000000180025095e-35 -0.22706799479215015 -0.76235525386206404 0.55035703183932794 1.1890916140266607 -0.54414533022014078 2.2275443133153514 2.5426301931846376 0.11942102837874842 1.0000000180025095e-35 1.3670073888404592 2.1619909451068451 1.593744732512876 3.608238393186435 0.73871680408646412 0.56076668980743449 1.0000000180025095e-35 2.6054386111478895 1.2881156761041728 2.3738149868247693 1.514915410402651 5.5991564382366468 -0.8778463702791649 3.5578112322456241 -1.4904325103172802 -0.54444506923697777 2.9645003109482819 -1.4915687842306951 -2.1056317768692288 0.29553712431116919
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 9 5 8 7 10 12 16 11 21 23 -12 15 -2 17 -4 -18 -20 -16 24 -19 -3 -7 28 -27 -17 -1 -13
right_child=14 4 3 -5 -6 6 -8 -9 -10 -11 13 29 -14 -15 20 27 18 22 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0046456418677932087 -0.00029578443159153578 0.00022882111382577783 -0.00047837183464100784 0.00011295974882164213 -0.00033939322219645048 -0.00093772539776749476 -0.0010555275752453107 0.0024577498275294356 -0.00064773950716530437 -0.00019597424834641572 -0.00035414830274035008 -0.0014019947745850989 -0.00042452785070508863 0.0042450589684616983 0.00034666920371620636 0.006280256986311945 -0.00094033359202310438 2.0829198721228268e-05 -0.0033791779276849589 0.0047911179850976234 -0.0019187531449859033 -0.0044168564257016096 0.0056677110924611375 0.0071640074169634325 0.00037017599607537874 -0.00011615808451005117 0.00365926522629321 -0.0010079841196157331 0.00096100972407596387 0.00035749663857218618
leaf_count=106 51228 23865 19481 20552 20154 2001 2489 743 11279 44438 11307 2304 10999 110 10140 48 11848 206 1839 83 715 127 153 57 84510 10633 234 13035 5764 1483
internal_value=0 -0.00233186 -0.0357844 -0.0527801 0.0177955 0.028214 0.0482694 0.0547347 -0.0219881 -0.0765092 0.0510907 0.0635009 0.0109466 -0.0615105 -0.0662441 -0.0875084 -0.141388 -0.0858519 -0.241468 -0.606614 0.0420422 0.0715602 0.514802 0.051952 0.0729655 0.0633324 -0.00688661 -0.203237 0.18398 -0.141404
internal_count=361931 286765 115337 98600 171428 151274 105074 102585 46200 78048 101842 90425 34921 11417 75166 64311 33610 19840 13770 1922 10855 86638 359 23922 86511 16737 10867 13083 5870 3787
shrinkage=0.0047375


Tree=1324
num_leaves=31
num_cat=0
split_feature=129 652 1315 970 1423 1458 1458 1465 1457 1464 1465 1467 1463 1449 1463 1449 1451 1450 21 1463 834 1468 457 1450 1450 1454 1467 1450 1449 1458
split_gain=38.7134 36.8904 38.1345 34.8622 32.9532 36.3624 76.8811 68.502 68.7366 53.794 53.1447 47.7795 56.4646 46.6462 43.457 41.5913 41.1869 40.6075 39.1214 39.9182 37.0196 36.9827 42.7076 36.5625 49.9008 36.5398 42.2367 38.091 36.1965 34.003
threshold=1.0000000180025095e-35 -0.98896428961744431 1.5672501076390903 -0.32712572303394527 1.0000000180025095e-35 -0.71693843586677841 -0.6420356832362869 -0.079034750824344205 -0.17133938114537597 -0.46204076373648789 -0.14791022363960213 -0.20297357575682926 0.067148399785659021 -0.10644973506114641 0.14997226284293133 -0.64374282660603499 1.1513566605169052 0.031350008669292655 0.62211875780133752 3.5642877411819058 1.7728892720641605 0.55644284503728569 2.3716694046974869 0.88343564287383192 0.87081989481316024 0.40055145564584022 4.808695702623436 1.5597835250428382 0.056779638561053621 -0.37818816373332198
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 11 7 8 10 -10 -7 12 15 21 -15 16 17 -3 19 -16 23 -14 -23 24 -8 26 -13 -27 -9 -25
right_child=-2 2 3 -5 -6 6 20 28 9 -11 -12 25 13 14 18 -17 -18 -19 -20 -21 -22 22 -24 29 -26 27 -28 -29 -30 -31
leaf_value=0.00020694678339365329 -0.00028630646341597861 0.00025885292186324748 -5.3097345916178876e-05 -0.00078676242369610867 -0.00022833127936510518 -0.0011753050521941136 -7.7084005976223618e-06 -0.0020013440102941969 -0.0002620684459562826 0.002577686886782856 0.0017333708963662667 -0.00028516784480292143 0.0022981962096286644 0.0032863434936249341 -0.00075331224205696346 -5.0470864915491065e-05 -0.0028465097253901699 0.0023536629318130723 0.0020395672004588717 0.0054255940083446294 -0.00054359280723795332 0.00019962027294656158 0.010003548566838586 -0.00051171600977008519 -0.0030927550409325707 0.00089075942826535067 0.0044500998727912966 -0.0008565061453468121 0.0010185109447953334 0.00046600987495362624
leaf_count=39605 48087 1130 9226 10805 50730 3563 130090 3038 959 735 389 14778 2243 259 1843 9010 158 1131 377 52 7898 991 37 2679 360 3670 86 926 297 16779
internal_value=0 -0.004306 -0.0140878 -0.117494 -0.00707397 0.00476672 -0.00922044 -0.213897 -0.0664275 0.305212 -0.231465 0.068624 0.153095 0.325131 0.101117 0.0592112 0.310199 0.383266 0.00045218 -0.14561 0.00202709 0.493839 0.134662 0.00964905 -0.00439162 -0.00870087 -0.067869 0.153004 -0.480921 0.0959949
internal_count=361931 313844 274239 20031 254208 203478 166787 8981 5646 1694 3952 36691 17231 5802 2531 11429 2419 2261 2272 1895 157806 3271 1028 149908 130450 19460 14864 4596 3335 19458
shrinkage=0.00359044


Tree=1325
num_leaves=31
num_cat=0
split_feature=785 1431 728 712 852 278 727 539 923 784 578 694 927 1046 457 1175 272 945 1051 1394 519 199 941 815 690 1016 1012 205 353 902
split_gain=103.417 74.8428 69.2346 54.1118 52.1726 48.3075 47.5911 61.3992 53.9932 44.2185 43.9161 37.1394 37.066 41.9447 36.3316 36.3298 34.488 32.8218 32.1229 30.9364 30.4076 30.3888 30.3789 30.2466 46.0945 40.2477 30.208 29.5172 29.4744 45.1303
threshold=-0.86283290253235112 1.0099929608726099 1.0000000180025095e-35 -0.63779424894106762 -0.22706799479215015 -1.1833072469291228 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 0.9594655836162902 -0.87905496296652397 1.2342127532274445 1.0483613175537825 -1.4186728844878853 1.0000000180025095e-35 -0.31923240808069592 1.6568181847307961 1.0000000180025095e-35 3.5926503781727646 -0.87085998388827057 2.1420547332082829 1.0000000180025095e-35 3.0707296396180284 1.0000000180025095e-35 -0.025797690869350669 1.0000000180025095e-35 1.0000000180025095e-35 0.81663018385003094 0.63280207191488913 2.0947916829856985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 6 21 11 8 -8 23 -5 -2 13 27 -4 -11 19 26 22 -15 -9 -6 28 25 -25 -7 -3 -12 29 -10
right_child=1 17 14 10 5 9 7 20 18 15 12 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016639182970157565 9.8492455730644199e-05 -4.9486814725851352e-05 -6.7272024990817889e-05 0.00027611690226279759 -3.9020633128176069e-05 -0.00011306401855127259 -0.0003814274436020771 -2.7363861630408622e-05 -0.00016541755607669679 -1.3240196194577937e-05 -0.00045083695757936897 -5.0484741346173496e-05 0.00025385551637968748 -0.00011195072262282929 -0.00018556163902751891 0.00014145388890416879 -0.00019668311813828305 -0.00020880239715480287 0.00074484778375746917 0.00010240637346046626 0.00017923906209589847 -0.00025554965002386892 0.00037641734770192469 -3.1151414692379659e-05 7.7491172165417563e-05 7.1093214661808792e-06 -0.00017587107164724393 0.00078862303275349503 -1.9847589619351124e-05 0.00014110818843357146
leaf_count=3225 9356 23719 66797 3439 6397 19201 2982 10815 29500 7203 791 13873 2829 2321 16873 12932 1637 14035 142 15263 2419 4315 370 21845 23765 21805 13661 54 8401 1966
internal_value=0 -0.0544222 -0.0411483 0.0765404 -0.0207472 0.00696788 -0.0659929 -0.102021 -0.149147 0.019243 0.106048 0.0175877 0.0734418 0.0427372 -0.102315 0.105879 0.0622022 -0.142772 -0.126838 0.0883004 0.0159534 -0.14556 -0.131132 -0.00213091 0.0321246 -0.0482297 -0.105893 -0.422524 -0.13827 -0.173826
internal_count=361931 332372 280957 29559 197287 117463 79824 56595 43361 106751 26334 23229 22895 20066 83670 20135 19221 51415 40379 17584 13234 10712 40237 86616 45610 41006 37380 845 39867 31466
shrinkage=0.000836755


Tree=1326
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 712 921 726 578 890 595 1237 150 788 519 613 815 703 624 747 332 927 272 714 896 854 1055 864 322 981
split_gain=101.531 92.6202 57.9117 62.7957 62.2865 51.1328 48.5714 40.1023 39.8554 36.9852 36.2332 36.0012 34.2554 36.6917 44.463 43.1276 35.5137 41.9608 33.8009 33.3471 32.5406 32.4115 34.5431 33.4245 37.158 50.6065 32.1696 31.4646 31.263 30.655
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0525743831388839 1.0000000180025095e-35 -0.87905496296652397 -1.0182342416987082 1.0000000180025095e-35 1.4298092310842805 -0.66526323656178599 0.38349571241217301 0.65569131416984383 1.0000000180025095e-35 0.67237773758774566 -1.341024582220359 -0.40073922472529894 6.1031850957970919 0.65944866827063242 1.0483613175537825 1.6568181847307961 1.0000000180025095e-35 -1.1308725805994078 0.6247898780741229 -0.06330144360313554 0.72275257928592751 1.4725277493311824 1.7722402912473476
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 9 -1 -4 -8 -7 -2 28 21 -5 29 16 -16 18 -18 -15 20 26 22 23 24 -10 -26 -11 -9 -3 -14
right_child=1 10 6 12 -6 8 7 27 11 19 -12 -13 13 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00014556735587829947 -0.0002841473280550264 -6.1492218631560054e-05 9.5200033049209243e-06 -5.6871439876288563e-05 -3.1330073472532515e-05 0.00025742113973386199 -0.00010728634883694824 0.00025065013360965567 -0.00031859437855766732 -9.0027908170307915e-05 -0.00017537604837721991 -0.00016629605834641586 -2.2048279277390937e-05 -0.00017795423089856798 0.00031309552827369654 1.2682118112960204e-06 -0.00041762191493892878 0.00017405210388344162 3.0577067974026163e-05 0.00055159719729221742 4.0614942253751289e-05 0.00025978196389861771 -0.00018646723235636343 0.00013577732089835597 0.00011311302293243117 -0.00029013196971670044 -0.00023245544726472727 -9.7701437657306099e-05 -0.00021140114555357519 0.00012924604907112945
leaf_count=3225 9953 72576 34551 30166 45923 3439 1345 5497 881 17459 20323 1734 48478 3514 3103 1827 405 4629 7359 169 3124 2638 1501 11096 4027 1018 10662 753 7036 3520
internal_value=0 -0.0456332 -0.0234504 -0.0406376 -0.0896185 0.08422 0.0474455 0.195517 0.112816 -0.169963 -0.111302 0.0817873 -0.00712301 0.016079 0.0901483 0.256422 0.0341885 0.172023 -0.0378768 -0.137333 -0.145173 0.105219 0.075481 0.101284 -0.0176371 0.0473111 -0.178034 0.263151 -0.0909911 -0.0135163
internal_count=361931 332372 232437 190291 87290 29559 42146 7595 26334 41367 99935 22895 103001 72835 20837 4930 15907 5034 10873 31414 31245 21161 18523 17022 5926 5045 28121 6250 79612 51998
shrinkage=0.000788493


Tree=1327
num_leaves=31
num_cat=0
split_feature=50 194 1229 395 1221 1178 1304 1454 823 1312 1461 4 1466 1397 417 1449 146 789 218 1328 353 1464 1023 789 618 1458 440 1223 775 1469
split_gain=39.2164 63.6249 42.925 49.6881 37.4356 35.4873 34.632 33.6799 37.7157 32.5546 31.6498 31.3871 30.2888 29.7095 32.2085 29.6261 28.4511 28.2394 35.3461 29.83 27.8493 27.6669 27.3932 27.8611 32.9568 27.3846 26.932 26.8374 29.8775 28.1731
threshold=0.55630078546380823 1.0000000180025095e-35 0.68842730247739281 1.0000000180025095e-35 1.9111042213368361 0.060150514790486227 -1.2519738572323926 0.50933602050530713 1.8892083074622052 0.40843109027708241 2.7053944010970539 1.5557775407401842 2.5327487536224331 -0.6656271106585584 2.1625734977398841 0.74561756370782817 -1.2930404812800023 1.1248358748350926 -1.5595041818188462 -0.21006673908308618 -0.90025158221480928 1.8829436135215958 7.4366709976304533 0.58985743818788539 -1.4147875658213491 3.1438252248132805 1.0000000180025095e-35 1.0000000180025095e-35 0.77548320986244013 -0.96833047545424733
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 9 -1 8 17 20 16 12 -5 -10 -15 22 -4 18 -7 -19 26 -9 23 25 -25 27 -3 28 29 -8
right_child=-2 4 10 11 -6 7 15 21 13 -11 -12 -13 -14 14 -16 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013778937523413882 0.00011263017320159804 -0.00011954326087528047 -0.0013057484126753499 -0.00013493845671109286 -0.00065049409763011216 -0.0010144350082672824 7.400412165570838e-05 -0.00038413544653023159 0.00092952210242123025 -0.00044360593715115834 0.0022242723783017491 -0.0011602301257927403 0.001364371507081766 -0.0013792574975442157 0.0059102164006263084 8.8969596679395923e-05 0.00013960018427521919 -0.0010505397891353116 0.00051186422270043741 0.00038184505729158425 8.5528959322564107e-05 0.00089964820037454461 0.0053479817229329955 -0.002899626131725615 0.00021779420190123401 0.0025149970261593912 -0.0011461428549348848 -0.00047461144378055348 -0.001878164886450627 -0.0011145884084313204
leaf_count=11786 84163 7711 2094 36168 8140 1716 3086 10557 886 20479 563 3267 1077 2941 49 7193 17385 2141 36962 2654 54193 1409 43 649 5477 227 4026 14020 6472 14397
internal_value=0 -0.0273925 -0.0730779 -0.0961309 0.000249117 0.00794912 -0.150822 0.0480834 0.0745825 -0.0216194 0.0249606 -0.0370472 -0.0192619 -0.163601 -0.287509 -0.12628 0.00758529 0.0903665 0.109641 -0.0653525 0.000934085 -0.0521086 -0.15494 -0.158212 0.000443675 -0.188195 -0.104883 -0.195267 -0.261942 -0.201955
internal_count=361931 277768 123904 103862 153864 145724 63350 59315 47349 86409 20042 40512 37245 3876 2990 51564 19479 43473 38678 4795 65930 11966 44371 44328 6126 38202 11737 37975 23955 17483
shrinkage=0.00420677


Tree=1328
num_leaves=31
num_cat=0
split_feature=915 785 401 500 652 588 728 650 869 719 1452 727 1470 904 828 839 146 1467 603 691 514 1439 1040 290 14 927 1450 206 1198 1328
split_gain=38.1404 39.4667 37.8825 41.0248 37.0555 39.3037 44.4088 47.1355 45.9523 43.0968 40.1996 34.404 33.2325 33.2169 34.9329 41.2893 32.5045 31.3375 31.1165 30.4095 30.4056 29.8518 33.734 33.1267 29.7764 29.256 28.7458 28.4689 28.066 31.1197
threshold=0.35539985303639915 -0.86283290253235112 0.66778437295061321 0.44645613106682785 -0.55024281929118113 2.250834115212506 -0.49008176997875957 1.253152870847948 1.0000000180025095e-35 1.0000000180025095e-35 -0.0068002104804352915 1.0000000180025095e-35 0.93978201590593802 1.4233876354500572 0.84322742524918504 1.3044342584926005 2.888475460910541 2.2092991213461084 1.1060869660636978 -0.52666629527836861 -0.54536942215353645 0.70356782200899082 -1.2638105635124357 2.7960390203454595 0.55270115996916203 1.0483613175537825 -0.090280543359351748 -0.30913974334396571 -0.46283203479404944 -0.0092503207966925204
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 17 -3 6 7 10 13 27 -6 25 -12 14 15 21 -17 28 -5 -14 -9 22 -8 -23 -22 -1 -19 -7 29 -2
right_child=2 4 -4 18 5 9 8 20 -10 -11 12 -13 19 -15 -16 16 -18 26 -20 -21 24 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002074672652919304 -0.00020282036336247223 0.00011364262220925723 0.00014823758126142046 -0.00061691198166034876 -0.00038919933416333151 0.0014760147319467867 -0.0010431608100485306 0.001379710704593879 -0.00050180237693073281 -0.00028974303194587527 0.00020210790346908536 0.00061777258528295312 0.00045538103745953594 -0.00071730975309021374 -0.00043092680960733201 -0.00063017737307210359 0.0048207089801163725 0.0027541232036961917 -0.0018487855493893493 0.0036574412815359885 0.00065878660748129559 -0.00040447620283835665 0.0002654352175526738 0.0039504366998974506 -0.00088055967293648144 0.0011717130885915796 8.2882694694371686e-05 0.00032022139746729999 -7.3917860159912512e-05 -0.0011259314102563679
leaf_count=8885 8176 83671 14390 15297 13488 2515 2175 3065 46124 4648 7512 14068 493 8917 18205 8777 69 570 3610 439 4545 10429 42267 131 1338 1170 869 3300 25169 7619
internal_value=0 -0.00107531 -0.0615882 -0.0916867 -0.00969945 -0.0291381 -0.038581 0.0367473 -0.0576217 0.0958509 -0.0187827 0.0810572 0.0982229 -0.0296547 -0.0167312 0.00757406 -0.140899 -0.052123 -0.197428 0.488189 0.172622 0.0296607 0.0536795 -0.0837325 0.0731196 -0.00953386 0.277592 0.20584 -0.0654416 -0.152204
internal_count=361931 286231 75700 61310 262108 178437 167974 30880 137094 10463 21932 24123 8444 90970 82053 63848 8846 42403 18907 932 8948 55002 44442 10560 5883 10055 1439 5815 40964 15795
shrinkage=0.00404341


Tree=1329
num_leaves=31
num_cat=0
split_feature=51 136 1392 237 501 834 652 984 409 457 592 1188 1023 209 484 83 283 705 843 21 111 1400 1463 1178 857 2 363 1231 968 1040
split_gain=37.0825 42.677 37.2034 34.0402 31.6726 31.3938 30.9169 33.8176 39.1232 33.2849 31.9353 30.5775 30.3405 30.2324 29.7081 31.1824 29.6326 29.0062 31.4367 28.5288 28.3696 31.2894 28.0819 27.5746 27.1436 26.8792 26.6273 26.3976 30.8815 25.9515
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.95244706794026779 1.0402268595720192 0.77274465834392225 1.8244089606515439 1.8627252675032671 -0.76235525386206404 2.2294551496329555 2.3716694046974869 0.52594476433896498 -1.6186891218192627 -0.92662490140568188 2.468398779500351 2.2679284925270173 0.31361558646046506 3.2009538167291431 1.0999472070578602 -1.5705567340582645 -0.70163543588998201 -0.48187358623580706 -1.3446454313350265 0.093599294775546141 -0.29267794620473403 -0.49205703050329141 1.5751066491540509 5.392186836311085 3.34206460519753 -0.3311735547693076 -0.72933836371459615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 11 6 7 22 9 14 -8 20 19 25 15 -9 -10 -13 -19 -4 -2 -22 -1 24 -5 -12 -24 -6 -29 -17
right_child=1 2 12 23 27 -7 10 8 16 -11 13 17 -14 -15 -16 29 -18 18 -20 -21 21 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=8.9713409596968281e-05 -0.0020915535617825744 -0.00072412787289888878 0.00073816607727467619 -0.00092690815526688989 -0.00079651304543712617 -0.00047437580418327468 0.00052286647468913379 -6.0668591550637036e-05 -0.00070506630239205298 -0.00081344801634303265 -0.0017541892981978292 -0.00029812209023148272 0.00035041360184160563 0.0061853269501289535 -0.00081960559415347929 -0.00025071686281652429 0.0041486228523071192 -0.0021288512326609189 0.00037994024722947864 -0.0010720205741184844 0.0033098588661354578 -0.00074790554009101595 0.00068276847044847254 0.00057692834425730223 0.00035662096979145193 0.0031812889727800609 0.0086512716135303622 0.015291157763673452 -0.00081449413460074496 0.00028927231466403049
leaf_count=16702 1923 4277 1049 2848 16891 10558 16367 97473 10840 5681 1335 64444 22306 45 3675 8783 108 583 8724 2770 192 2969 9064 6261 2821 120 39 22 32 43029
internal_value=0 -0.0433277 0.0286115 -0.0679106 -0.08484 0.00538477 0.0111544 0.00319315 -0.00821759 -0.000564709 0.102848 -0.0657311 0.0577552 -0.253797 0.00458012 0.00913835 -0.159089 -0.0541024 0.0640778 -0.136976 -0.264382 -0.111131 0.0792455 0.0438838 -0.0741046 -0.326321 0.176052 -0.19095 1.64229 0.0511194
internal_count=361931 138112 30402 107710 95780 223819 213261 195394 169589 158641 17867 78835 26125 1500 152960 149285 10948 73751 9307 3819 5084 3161 25805 11930 5669 1455 9103 16945 54 51812
shrinkage=0.00404341


Tree=1330
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 620 43 651 12 359 495 1358 1437 734 858 1370 1429 838 838 597 761 1449 1456 428 1105 1112 1460 761 1462 846 501 1456
split_gain=36.7715 81.3175 58.0184 32.3305 33.5645 39.113 45.9836 32.7634 30.6669 29.7683 31.8454 29.8532 29.5841 32.2135 30.0598 31.9033 28.4986 28.1948 28.192 28.0106 34.7964 27.1295 28.5272 29.8887 26.194 27.018 25.9797 25.6221 25.5046 25.3792
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -0.28959903995613662 1.0000000180025095e-35 1.1107569744011787 -0.23523793939496782 0.9440996966464642 -0.87365293621838236 0.48172645892998917 0.72713696786055593 3.0820683777490774 1.0825608069246189 1.7737799021787686 1.13172262110474 3.799241536987588 -0.78378992664579661 3.1596628491584919 -1.3825834467845615 0.57283334291142962 3.742879312526544 2.3725335501812359 -0.14316960949522525 0.96005742754988432 1.7952818475919485 -1.9974815003030972 1.8461117166573322 -0.55574562639337632 2.5733658065715681 5.6068634316437889
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 4 5 18 -7 -8 26 11 24 27 13 14 29 -16 -10 19 -2 -18 -21 22 23 28 25 -11 -3 -5 -1 -4
right_child=3 8 12 9 -6 6 7 -9 16 10 -12 -13 -14 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012457431341733592 -0.00057560549812380249 -0.00056172406755206062 -0.00051236957927307085 6.4644477527311543e-05 -0.00025085911965432739 -0.001141680779012507 0.00075289627250288438 -0.0011581715579654199 0.00043171243313969322 0.0053743248399943447 0.0011292111816743138 0.0012478199917778374 0.00010793259001384023 -0.0016821127200957724 -0.0014064621645492586 0.011288305487006075 -0.00013815179609552442 0.0022183121514250705 0.00039388506053755149 0.00027918977681447917 0.002888431547572149 0.0035814848884893531 -0.00064472545590061367 -0.0021424525124803763 0.0014296917338331059 -1.5827741531452879e-05 0.0012981575115425612 -0.00027793410163364662 -0.0057094931462997505 0.0024599276631693014
leaf_count=2476 3336 14233 50780 29828 15825 3573 3001 938 15810 96 2753 1182 5888 5134 8079 33 47385 414 53818 10388 404 176 1560 246 1096 19335 784 63044 46 270
internal_value=0 -0.038731 -0.106486 0.00831441 0.0418049 0.061778 -0.0825532 0.0688277 0.0035338 -0.0157948 0.0552344 -0.0337962 -0.130589 -0.149905 -0.134698 -0.314777 0.0199343 -0.00336344 0.0811682 -0.00796915 0.0911737 0.114167 0.0791175 0.20052 0.0226992 0.0019735 -0.103391 -0.0387477 0.264275 -0.114421
internal_count=361931 164106 74688 197825 80491 64666 7512 3939 89418 117334 23280 94054 70184 64296 59162 8112 74401 58591 57154 58177 10792 4504 4328 2768 20527 19431 15017 92872 2522 51050
shrinkage=0.0042909


Tree=1331
num_leaves=31
num_cat=0
split_feature=1371 1454 659 450 821 705 588 781 692 1455 212 905 728 897 503 1441 21 796 705 1457 1467 1449 1470 1371 1451 1454 1463 1468 1466 1469
split_gain=36.333 35.2311 34.9144 57.3453 37.596 43.8536 44.4468 40.6285 36.6913 34.61 33.7012 33.3822 33.5099 32.5528 32.2621 36.7589 34.7962 30.295 29.8167 29.6459 36.2582 36.1009 35.3932 32.174 30.0967 29.3864 44.7312 41.2691 33.1199 29.8681
threshold=1.0000000180025095e-35 -1.0936914102283182 0.62821384419828064 2.2203088264540187 -0.72370887929751782 0.42325249380490987 2.250834115212506 1.0000000180025095e-35 2.4305495817850997 0.40822562400327617 -1.4016172450743303 -0.26991093008970174 1.0000000180025095e-35 -0.55815341326303824 0.079622557096257415 1.7193014468115779 -2.9709283393608152 -0.75739456769098112 1.6909843616711964 -0.30461282028794062 -0.096942217446212481 -0.25215149739540188 -1.2954595170378473 3.4357416210103824 2.7768142128538291 -0.91909735138557946 -0.37812388882570003 0.41573880331133878 0.094792720476203268 0.26697426476209379
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 25 7 10 9 14 -7 -5 -13 -11 15 -3 -16 -8 -18 23 21 22 -21 -2 -22 26 28 -28 -6 -27
right_child=19 2 3 11 5 6 17 -9 -10 13 -12 12 -14 -15 16 -17 18 -19 -20 20 24 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.0036738494960303707 -0.00049567361551838916 -5.5806272562876621e-05 -0.0003446278280206229 0.0021390800289636811 0.0023268823759553039 -0.001620887390499201 0.0023634075389671158 -7.650135155968908e-05 0.0015621937482575116 -0.00035454917638026972 0.00041378749422782087 -0.00051250734864386849 0.0022873552977155627 0.00050816568818200963 0.0041652102980232492 -0.0014040549900482323 -0.00065372961560533735 0.00070818669230477511 -0.0038032526280743482 0.0044922163459292256 -0.00063402476520591443 -0.00021987774697295601 0.00071897432761040359 -0.0020095302299994815 0.0020694738885144548 5.6509472927588696e-05 -0.0010880978373077998 0.0038454136891156662 -0.0013095271950807851 -0.00031273805515869311
leaf_count=311 20402 36686 46929 1150 1661 914 1069 28139 1266 7462 44822 1344 483 12066 116 2847 22909 4007 415 233 11520 7395 6140 2222 405 64741 1430 176 333 32338
internal_value=0 -0.00242522 -0.00173128 -0.0569592 0.00869962 0.0251685 0.062404 0.0482669 -0.0360806 -0.0428915 0.0871632 0.216472 0.0438868 0.0416223 -0.073285 -0.0322536 -0.152627 0.246158 -0.161955 -0.0751884 -0.0171573 0.0700084 0.205823 -0.14121 -0.118167 -0.00643032 0.197102 -0.102725 0.41481 -0.0135915
internal_count=361931 313614 313303 49906 263397 179630 78951 73875 83767 82501 45736 2977 1827 19528 62973 39533 23440 5076 23324 48317 25693 13768 6373 22624 11925 100679 3600 1606 1994 97079
shrinkage=0.00437672


Tree=1332
num_leaves=31
num_cat=0
split_feature=184 21 760 1151 767 1246 497 779 990 1037 1442 495 452 514 1465 746 1469 606 936 614 791 714 215 1444 858 1467 410 218 487 861
split_gain=35.7647 34.0285 35.342 35.2617 40.6103 38.8921 35.8829 33.9646 33.858 41.5277 34.5091 41.5836 36.8982 55.4754 33.3088 34.0247 31.8051 29.8603 33.1437 34.8827 36.9786 37.9753 30.4876 29.6609 29.29 28.7 28.4976 31.9087 29.0782 28.1034
threshold=1.384368771371848 -3.9164670491403295 0.24493322962022598 1.0000000180025095e-35 3.1462871021196559 1.5681913042637934 -0.41365954039441594 2.6361890844245219 0.65656536832909496 1.178538415970859 -1.2625182715263061 1.0293244245638109 0.60725649753328859 -0.54536942215353645 4.1805237560306479 3.6288968102052546 -1.1729032349805202 1.2983214193172208 0.30310323293594316 -1.3710115269326899 1.0000000180025095e-35 1.0000000180025095e-35 1.8539231129982061 1.0000000180025095e-35 1.0825608069246189 2.4195634170659761 1.3527170775418222 2.3112297906155197 -0.99895265057045102 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 8 4 5 6 -4 -8 10 23 -3 14 -13 -14 15 17 -1 18 19 -12 22 -22 -21 24 -10 -5 -2 28 -28 -23
right_child=26 2 3 25 -6 -7 7 -9 9 -11 11 12 13 -15 -16 -17 -18 -19 -20 20 21 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0031797160284461729 -0.000177285642144233 -0.00026407264481108616 -0.00075500174856265104 -5.9336593794950766e-05 0.0094304328331084857 -0.0014752369349202692 -0.00018209321041525332 0.0018210737580385396 0.00034759065386510664 0.00088045302540015768 -0.00034903700733805254 -0.00040763689288698235 0.00094075868925527057 -0.00057878045324967985 0.001378581945512411 -0.0011015546648297134 0.0027969181680492098 0.00045725536185474647 -0.00016392849002726801 4.8134750538843881e-05 7.1826429700628391e-05 0.00027878446125327317 0.00087215456988906724 -0.00044550465798711666 -0.0005581840472651552 0.0011425915485675589 0.0004804471427156215 0.0029276886893494108 -0.0011465955811202093 0.0011790263797600933
leaf_count=73 23763 38778 11764 50316 28 3080 21929 670 23350 6044 11062 22931 3749 2952 1188 1398 443 14216 35890 47058 7614 3703 2950 5862 2636 1451 1260 229 9536 6008
internal_value=0 -0.00350208 -0.00450337 -0.0456161 -0.101244 -0.103632 -0.0828365 -0.0321989 0.00915586 0.0691247 -0.0027958 0.0103764 -0.0640851 0.0767537 0.0273622 0.023642 0.535495 0.027751 0.0153659 0.0400024 0.0563599 0.142822 0.0266847 0.036461 0.0660622 -0.0052283 -0.0890129 -0.215517 -0.239845 0.226004
internal_count=361931 327143 326627 89238 37471 37443 34363 22599 237389 37892 199497 160719 29632 6701 131087 129899 516 128501 114285 78395 67333 17325 50008 31848 25986 51767 34788 11025 10796 9711
shrinkage=0.0038102


Tree=1333
num_leaves=31
num_cat=0
split_feature=785 519 728 962 803 728 588 666 609 678 507 382 544 1218 1465 1376 965 1462 689 575 78 1467 815 1243 803 747 1049 1098 878 785
split_gain=113.434 78.5683 87.2848 93.0983 78.2338 75.5284 71.7873 64.9805 64.8474 63.6282 58.9281 54.0637 51.9961 50.141 48.5959 46.0104 44.0554 42.4774 40.2009 39.452 39.0481 38.3671 38.239 38.0387 36.8451 36.8997 36.4839 36.3826 36.3258 35.0098
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 1.9682860324222273 -0.49008176997875957 0.71188872395471614 0.45873907618427312 1.6285028476148826 0.34708990927187483 1.0941628986121894 1.0000000180025095e-35 1.0000000180025095e-35 3.9048232315577729 0.56487967955244278 1.0000000180025095e-35 0.10980254379742337 1.4481397759782462 0.72022076402865742 1.0000000180025095e-35 0.48737491197681798 0.060492031153216698 1.0000000180025095e-35 0.21427767903913078 4.1943791076760144 1.0000000180025095e-35 1.511805152420109 -0.37373492001924641 1.0000000180025095e-35 0.58460966528228819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 10 4 9 -3 11 24 -9 13 16 19 -1 14 17 21 27 23 -12 -7 -16 -11 28 -4 25 -6 -21 -2 -5 -28
right_child=1 5 3 22 7 6 -8 8 -10 15 18 -13 -14 -15 20 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00011301046632915531 9.073901783705788e-05 -0.00016572586406576683 -9.8894989597892366e-05 -0.00035233786804459094 -0.00024474701072974133 -1.4045497297131087e-05 0.00030487231749684373 0.00032403978237668474 -0.00051706340699889293 -2.9354960208571367e-05 0.00019961331059820741 -6.7323370340158434e-05 -4.9308777620889518e-05 0.00036815426746705495 2.8355691266227279e-05 -9.7990289021596385e-05 -7.3148468359022204e-05 3.6597715567321524e-05 -0.00011708418865566304 0.00030170249337711135 -0.00015218227442558615 7.2661385840756671e-05 -0.00010491696894936899 -0.00018541403021700114 0.00048130538957818613 4.3354468914490684e-05 -0.00026968276192996637 -4.2977497313650349e-05 -0.00015866934787094611 0.00074306440688360275
leaf_count=21198 15155 3824 68449 12942 2302 2912 3624 3537 279 32981 6561 6655 8361 643 16437 20505 23450 6038 1519 3819 5958 16637 20937 28623 387 3866 581 12498 11150 103
internal_value=0 -0.0536016 -0.0639652 -0.0837152 -0.0662744 0.0651295 0.120284 0.110557 0.319979 -0.0772308 0.011292 0.0530639 0.0834544 -0.110198 -0.114089 -0.026472 -0.0181436 -0.136459 0.175281 0.172412 -0.0191956 0.00658001 -0.198467 -0.149122 -0.0211447 -0.063053 0.289347 0.0417881 -0.286752 -0.13322
internal_count=361931 332372 310854 251671 206642 21518 17694 10371 3816 196271 59183 14070 29559 126148 125505 70123 51103 103110 8080 7415 22395 49618 45029 97072 6555 6168 4503 27653 24092 684
shrinkage=0.000820348


Tree=1334
num_leaves=31
num_cat=0
split_feature=1022 1016 959 1458 1168 290 45 264 792 836 933 1234 712 1459 458 609 353 767 898 885 646 1464 1089 1371 764 485 83 503 527 911
split_gain=36.259 70.9193 46.0679 43.0546 43.155 34.1625 34.1472 42.686 33.9663 40.9685 38.5883 35.8514 33.8689 33.7076 33.6987 36.486 32.6331 32.6253 32.0713 32.0331 31.4029 31.1433 31.1168 30.8767 30.2119 31.7882 30.0206 29.0587 29.0075 28.4318
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.98621059485438678 2.6054386111478895 -0.28919238636343836 1.514851825702467 -0.4851739300165801 1.0406688472030448 1.0000000180025095e-35 0.33874722615291447 0.68806224955729689 1.0000000180025095e-35 -0.63779424894106762 0.4717617753106515 0.86931409669296944 0.98843275535716713 -0.87002235523197013 0.79792750481125629 -0.46613543580084676 4.8263866747680533 1.0000000180025095e-35 -0.13737360038314356 0.44837531086292992 3.4357416210103824 -0.58918996956727421 1.1362069027431272 -1.1590745627182073 -0.94607543640072678 1.9849653232297506 0.53589373543328311
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 19 16 11 10 17 12 -2 21 -9 -16 -8 18 28 -4 -11 26 -19 29 25 -13 -14 -12 -10 -3
right_child=8 23 3 -5 -6 -7 7 14 9 20 27 24 13 -15 15 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00096781607699410557 -0.00096065123613698527 0.00010751119937853206 -0.00061790764169453736 0.0012514427622421602 -0.00066770045777091939 0.00073258935358543216 -0.00088020016738929148 -0.00040822769489935973 0.00049280950800358178 -4.0245406768987056e-05 0.00077319188731559926 -0.00044607206777965108 -0.0010518506349461586 0.00075485027713763093 0.00074185320285726614 -0.0035212504957400155 0.00032394909945719852 -0.00034712116524667809 0.00011933427287372637 0.0022890170881004128 -0.00048419653440082079 0.000494169395018439 0.00053759191643888119 -0.0015792954671390641 0.00019373795134760511 0.00067038887203046981 0.00010796073901137189 -0.00044275177792263659 0.001870956786092396 -0.0002362869980758691
leaf_count=18243 1150 67845 16143 1109 22168 2485 2450 2845 11805 21199 1394 14850 1995 9362 185 547 14404 12951 26174 210 19508 15874 3024 1177 16212 2005 19897 12330 944 21446
internal_value=0 -0.0368845 -0.0983516 -0.0740453 -0.0844388 -0.0390825 -0.0605903 0.000777252 0.00967907 -0.0153427 0.0176043 0.044336 0.0819566 0.0918309 -0.231988 -0.663609 0.0510932 0.0437044 0.0769657 -0.151893 -0.0700095 0.0613788 -0.0427237 0.00265078 -0.0136925 -0.0839285 0.00601711 -0.0865678 0.165144 0.00665764
internal_count=361931 171257 80789 62546 61437 39269 36784 20431 190674 109329 68622 81345 48278 47128 3577 732 16854 54898 38923 16353 40707 37766 15975 90468 33067 16855 21892 13724 12749 89291
shrinkage=0.00366224


Tree=1335
num_leaves=31
num_cat=0
split_feature=785 519 728 962 803 728 588 666 609 678 507 575 712 1218 1465 1376 382 965 1462 578 689 911 78 803 1467 1049 1243 1237 747 1098
split_gain=112.574 79.5963 96.9162 91.5239 81.5329 81.4624 74.5864 68.1039 65.9888 61.6879 58.3358 57.4417 51.5015 50.8025 51.4309 44.9914 44.9597 43.622 41.8815 40.4889 38.8556 38.4316 38.3141 37.7932 37.7836 36.998 36.9605 36.8838 36.8395 35.9684
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 1.9682860324222273 -0.49008176997875957 0.71188872395471614 0.45873907618427312 1.6285028476148826 0.34708990927187483 1.0941628986121894 1.0000000180025095e-35 -0.63779424894106762 3.9048232315577729 0.56487967955244278 1.0000000180025095e-35 1.0000000180025095e-35 0.10980254379742337 1.4481397759782462 -0.87905496296652397 0.72022076402865742 0.77693903076620996 0.48737491197681798 4.1943791076760144 0.060492031153216698 1.511805152420109 0.21427767903913078 1.4298092310842805 1.0000000180025095e-35 -0.37373492001924641
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 10 4 9 -3 11 23 -9 13 17 -7 -1 14 18 24 25 29 26 -14 -12 -8 -16 28 -11 -13 -4 -21 -6 -2
right_child=1 5 3 -5 7 6 21 8 -10 15 20 16 19 -15 22 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014351234661873785 8.8997460971300385e-05 -0.00016271917757925206 -9.4103434021126293e-05 -0.0001530199152927611 -0.00023100249531809273 -7.8411645977099576e-05 0.00038258678824881732 0.0003125244730531527 -0.00048938123526122987 -2.8772630068340226e-05 0.00019051290632015071 0.00029261554806327551 0.00025354251702614617 0.00035014641508175658 2.8416253777642727e-05 -9.2702729312970443e-05 -3.3514684899294886e-06 -6.4845283628375567e-05 3.2929630971546471e-05 8.1277692800695625e-05 -0.00010326625390954412 4.2668298920743839e-06 -0.00014036858440900099 0.00046009228383724846 6.6720832758118253e-05 -9.7798334092258864e-05 -0.00017455103526485278 -0.0001659761585197944 4.0622195560526186e-05 -3.6494658119406106e-05
leaf_count=3225 15155 3824 68449 45029 2302 5883 2770 3537 279 32981 6561 3819 3439 643 16437 20505 3684 23450 6038 21161 1519 854 5958 387 16637 684 28623 1734 3866 12498
internal_value=0 -0.0527264 -0.0631748 -0.0840006 -0.0666978 0.0668418 0.12421 0.114079 0.328681 -0.0778888 0.0162482 0.0556135 0.0839823 -0.110378 -0.114297 -0.0278588 0.164902 -0.0131018 -0.13732 0.112695 0.179537 0.380501 -0.0165373 -0.0209967 0.00484772 0.29952 -0.149907 0.0814138 -0.0635353 0.0466286
internal_count=361931 332372 310854 251671 206642 21518 17694 10371 3816 196271 59183 14070 29559 126148 125505 70123 8187 51103 103110 26334 8080 3624 22395 6555 49618 4503 97072 22895 6168 27653
shrinkage=0.000773033


Tree=1336
num_leaves=31
num_cat=0
split_feature=50 56 62 1093 320 1465 1122 1311 835 1454 1462 1457 1454 1469 894 1047 1080 984 1290 416 1450 913 1468 333 361 1465 1467 1466 1458 768
split_gain=36.045 60.5936 30.9325 31.1645 32.7841 28.9436 30.4571 41.7109 33.1154 30.6303 44.9932 30.9138 28.9927 31.147 30.6578 38.6355 32.0563 29.6975 28.8423 30.0862 28.3395 32.6439 30.1515 28.1399 27.75 27.446 55.4402 29.5771 28.4696 27.218
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.37712515092315846 1.0000000180025095e-35 3.1329729150046788 0.56487967955244278 0.4323518532428216 2.9834630783018015 0.54701589374055526 3.4974816677026177 0.37407200465964635 1.7990689258948909 2.311341190271452 -0.39001902063959082 0.96742979996179246 -0.50170862191625942 2.2092738772757108 2.7431247765078575 1.8124611990991408 -1.0825831117850246 -0.49083279118224338 -0.1301212886331006 3.1346140230296107 0.37873822909936922 0.18459888851483028 0.60673285399673105 -0.18311682575193569 2.8104277349532114 -0.15647545104892951 -0.75079054078006446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 24 -5 6 9 -8 -9 12 11 -11 14 -14 16 -16 17 18 19 -2 21 -21 23 29 -4 26 -7 -27 -28 -22
right_child=5 -3 3 4 -6 25 7 8 -10 10 -12 -13 13 -15 15 -17 -18 -19 -20 20 22 -23 -24 -25 -26 27 28 -29 -30 -31
leaf_value=-0.00089196962017395716 -0.00037127653792699621 -1.281505808570388e-05 0.00011518566616505072 -0.00079999823176499295 0.002916036166784017 3.63347219784071e-05 -0.00033216459284434873 0.00044371693679021851 0.0062630800832284422 -0.00090661693034935198 0.0029139484008255494 0.0035898015010665816 -0.00041660487921047092 -0.0029362957370534684 -0.00065150572737328652 4.4165778665539492e-05 0.00088310986027983194 -0.0011263407002859733 -0.00059967367631612431 0.00029459153749378301 0.00067164684801621142 -0.0003261295296708105 -0.0014536156854094671 0.00070625814236758904 -0.00046996262690044625 0.00014107646462740224 0.0050310526075102238 0.0012099073577224418 0.0013893078854879783 7.137877863492526e-05
leaf_count=21485 10332 90457 20029 16649 223 1055 31174 226 135 716 621 129 1717 538 11861 17328 3985 2087 5319 13985 8546 14559 750 13062 15706 30358 354 2018 352 26175
internal_value=0 -0.0378552 -0.100123 -0.0725489 -0.17317 0.00885397 -0.00379166 -0.0695416 0.693209 0.0102362 0.304915 -0.0282934 0.00641684 -0.230504 0.0109716 -0.0517141 0.0295248 0.0207887 0.026094 0.0350714 0.0485586 -0.00605382 0.0803853 0.0872573 -0.0340389 0.0655205 0.329944 0.0514353 0.792925 0.0528308
internal_count=361931 164549 74092 52607 16872 197382 163245 31535 361 131710 1466 845 130244 2255 127989 29189 98800 94815 92728 87409 77077 28544 48533 47783 35735 34137 1761 32376 706 34721
shrinkage=0.00420677


Tree=1337
num_leaves=31
num_cat=0
split_feature=1431 728 557 1156 365 215 784 651 842 496 972 1020 1323 607 1216 1400 599 214 974 1118 6 51 281 769 1176 886 837 422 417 898
split_gain=35.2444 35.6071 34.2153 40.9577 31.2105 43.4264 31.2933 28.1371 30.4534 27.5021 39.5109 27.4683 29.0591 28.5712 27.8854 27.5503 28.9617 37.3264 27.7551 27.3988 27.3462 28.7083 27.3293 27.2404 27.1884 26.8614 26.6214 26.5781 26.5004 27.9404
threshold=1.8641952677858011 1.0000000180025095e-35 -0.35952260062872804 1.0000000180025095e-35 -0.78919497293715091 2.892522238250677 0.9594655836162902 -0.9964111233105486 2.3752998519744484 -0.4558255623734272 0.46464639440412986 1.0000000180025095e-35 1.0522358975320361 1.0214921909564021 2.3855481443271001 -0.83730841025551084 1.4636847626011269 2.3213228268886947 2.1504432474198256 2.941663898425825 2.1700102224353928 1.8613588887694643 -1.4481509082340953 0.70795132470734867 -0.68073946752859349 1.0000000180025095e-35 0.68435249676283327 0.93240841457110901 2.924606770914282 1.0614694736003083
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 20 5 22 9 8 -3 10 24 14 13 19 15 18 23 -18 -9 -13 21 28 -4 -17 -6 -21 -5 -15 29 -1
right_child=-2 7 4 26 6 -7 -8 11 -10 -11 -12 12 -14 27 -16 16 17 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00013486941930323674 -0.00055987204800384666 -0.00088750983119780706 -0.0011935426046459766 -0.00028794196458214425 -0.00070113062855199171 0.004445161115619229 0.00039525252213212759 0.00017943647625852255 0.0028006592152290252 8.960177559563421e-05 -0.0009033765249548977 0.00019743256615861415 -0.00046634642781661115 -0.0009441868965900475 -0.0021819680890772042 -0.00077788585009051 0.00041698870528396179 0.0078144156026706997 0.0036831421297900627 -0.00032066440767069073 -0.0010289684987035536 -0.00093620741339912634 0.00047392497323833603 1.2344141158367109e-05 0.00013736078924533938 0.0051814734619201903 -0.0010861236219338473 0.00084917425023233871 0.002761660294827648 -0.00050110852304121646
leaf_count=57817 16755 10738 1099 16557 5884 197 20333 5900 276 73126 7672 36238 11032 4672 1603 21394 2368 76 237 139 2584 3571 21558 7878 15927 181 6364 1031 333 8391
internal_value=0 -0.0053827 0.00831516 -0.0256642 0.0289071 0.102496 0.0149779 -0.0448439 -0.177336 -0.0012481 -0.0613575 -0.0323327 0.000342989 0.0284375 -0.0865334 -0.074931 -0.106583 0.153605 0.0784826 0.0517098 -1.22649e-05 0.00816069 0.0926828 -0.130249 -0.0126388 0.672173 -0.112196 -0.131786 0.0175596 0.0142859
internal_count=361931 345176 241413 95617 145796 22854 122942 103763 11014 102609 29483 92749 53293 42261 39456 37853 31716 2444 6137 36558 72696 70112 22657 29272 21811 320 22921 5703 66541 66208
shrinkage=0.00437672


Tree=1338
num_leaves=31
num_cat=0
split_feature=405 785 21 885 803 915 972 954 843 1467 712 578 1466 638 1218 1453 626 1444 1453 325 1458 1037 428 817 1250 1197 276 1166 907 917
split_gain=34.5376 36.0627 40.0667 50.1704 46.6119 40.9086 40.8755 40.4818 38.821 34.9267 33.7108 35.7643 32.9493 33.1882 32.6789 31.822 38.5827 31.6457 31.8911 36.1628 31.9512 29.4118 28.904 30.4189 28.6625 28.5882 28.6109 30.0178 28.2489 35.6926
threshold=3.5736363738346935 -0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 1.9682860324222273 -0.4125980357433478 0.28702936779318855 1.6276177283287072 2.2892590682533238 3.2089320700182484 -0.63779424894106762 -0.87905496296652397 2.2763907064872897 2.3363763065401777 1.287322044798781 3.5235182473523379 -0.90831231270673929 1.4869556111282132 1.8161469081802322 1.2204488099017878 -0.08742566506874426 1.8496843037768043 -1.3300463349032727 -0.5605470670690903 -1.8983153725016144 -0.64536221018202233 1.7404623476930527 0.56789592375265596 -0.89587670966412791 -0.65713348567575725
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 12 6 24 8 -6 9 14 -1 -12 13 22 15 17 -17 18 28 20 -20 -16 -4 -24 -3 -7 -27 -28 29 -5
right_child=-2 2 3 4 7 25 -8 -9 -10 -11 11 -13 -14 -15 21 16 -18 -19 19 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00065233771364776459 -0.0010794128983052087 -0.0011810293148113052 -0.0011376965474820329 0.00073614116589330988 0.00092825080016864969 -0.00045445545363835104 -0.00030291303766597389 -0.0011282197887056812 0.0010617649513528669 0.0013758713321093124 0.0012155319385493385 0.00023898860586091085 0.00060068809578633388 0.00067761498564045434 0.00034222795168184944 0.0033253638132069593 -0.002001305478036443 -0.00085208066852335989 0.0020085314840170413 -0.003335368561284848 0.00010794723089806826 0.0022108465858697341 -4.8564333554277661e-05 -0.0004487302616614836 0.00038011074408611533 7.4669772264967857e-06 0.0022332660296500964 -0.00049123138168763718 -0.00012131132473293515 -0.00042957404621757128
leaf_count=3183 4173 1313 5865 7091 5798 17041 40376 792 2785 1294 3420 22715 3106 3362 8107 109 1148 5051 1401 161 1229 627 23083 63554 40121 29280 1211 590 60786 3159
internal_value=0 -0.00726849 -0.0147256 -0.0295231 -0.00385844 0.0294249 -0.0134779 0.16525 0.0116633 0.00339489 0.0641292 0.0878038 -0.0720815 -0.0808394 -0.00232835 -0.0172709 -0.360678 -0.0115368 -0.00133032 0.217577 0.272857 0.118058 -0.0889896 -0.0793683 0.0818739 -0.0212388 0.0198032 0.316558 -0.0109752 0.0949226
internal_count=361931 357758 328440 238884 139914 89556 133324 6590 92948 90163 29318 26135 98970 95864 88869 80135 1257 78878 73827 2791 2630 8734 92502 86637 41434 48122 31081 1801 71036 10250
shrinkage=0.00412428


Tree=1339
num_leaves=31
num_cat=0
split_feature=1430 1298 1022 1444 65 1469 1470 1457 1430 712 1078 288 424 803 1011 651 996 927 866 1470 21 771 560 1361 1321 1048 699 567 633 1382
split_gain=34.5501 61.4269 52.8979 44.0942 38.2534 36.4266 38.1863 46.5019 37.9172 35.6859 31.6418 30.5708 29.7992 29.4977 30.0686 29.0184 30.0843 29.9274 41.3533 28.8097 34.1946 29.369 28.7076 28.3751 27.8939 27.3786 26.8785 26.4155 30.2874 26.3379
threshold=0.54622893720785959 1.0000000180025095e-35 0.67527595557081987 0.61050815248025436 1.6527691397016595 -1.1729032349805202 1.0659332135323951 -0.41252357085658425 1.0000000180025095e-35 -1.5590971551374573 2.3773680579807461 -0.26704414188828945 -0.31118717139325197 0.85523949479533445 1.3326183996331451 1.1107569744011787 1.0565563832172893 1.0483613175537825 0.5880156106821478 0.40758165091932236 2.5131961773603657 2.1520315739779554 1.6590601587821199 4.2403057119003629 1.6970736544394123 1.5865858425677943 0.55531438906964425 1.7811711699895054 1.7407312976543683 2.5861583976779556
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 8 12 -7 -4 24 26 -8 19 -15 22 17 18 -17 20 21 27 23 -2 29 -18 -3 -13 -29 -1
right_child=15 11 9 -5 -6 6 7 -9 -10 -11 -12 13 -14 14 -16 16 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00033857884171296877 0.00019678766029250912 -1.24617750382206e-05 -0.0024969194346471631 -0.00075296159824364518 -0.00075297207662149937 -0.00034065296135544511 0.00044765220486146968 -0.0013283057294891899 8.3894900553917306e-05 0.0015882312816082179 -0.0029583886310103925 9.1637372222019216e-05 -0.00084782664804220701 0.00034799633030990339 0.0015849482245613963 -0.00011224659012884479 -0.00085993777652767459 -0.00091981229102388066 0.0014704364266406333 -0.00020865561370045685 -0.0013962962242765593 0.00097076532366296346 -0.00035039711510339287 0.0015846660090630088 -0.0014812994591700875 -0.0045064397980666918 -0.00039685017155969031 0.00055153361010553596 0.0029051553430521088 0.002058068355457225
leaf_count=8929 66542 56573 167 17218 13905 42221 3160 5864 27459 1317 256 38622 3069 11079 1279 5581 2356 2083 1195 19190 834 3042 6279 850 556 161 19123 2127 338 556
internal_value=0 -0.0222316 -0.0648833 -0.0716554 -0.0545673 -0.0397431 -0.0591665 -0.190895 -0.0379844 0.321606 0.0778696 0.006377 -0.0419589 0.0360836 0.130228 0.0289387 -0.0734159 -0.0151023 0.0535202 0.0166402 0.046393 0.0549865 0.0447928 0.0581701 0.0939647 -0.288522 -0.0277767 0.0395406 0.243489 0.119591
internal_count=361931 276884 124677 123193 105975 92070 81773 12093 69680 1484 10297 152207 6229 76511 12358 85047 11376 8859 6776 64153 44963 44129 73671 67392 10041 2517 75696 41087 2465 9485
shrinkage=0.00373549


Tree=1340
num_leaves=31
num_cat=0
split_feature=470 464 115 327 718 43 760 1454 1468 1464 1454 1449 1454 264 602 62 1466 1470 559 1028 685 1468 1457 1466 1466 1457 1452 622 1188 1454
split_gain=34.0282 57.0684 38.4915 37.245 36.8991 35.5727 37.2656 35.9588 31.2912 31.2788 48.1032 49.8355 38.4702 36.7694 36.3098 35.8617 35.77 33.5267 33.3937 32.3376 30.8171 29.8415 38.1704 54.9076 32.017 30.5076 29.6759 30.9026 29.6634 29.3782
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3947035982071894 1.9934831530762243 1.0159173274103563 1.0000000180025095e-35 1.0385549195679566 -0.80169152520006459 2.4634311514058238 1.5993600128483978 0.67485211051868899 2.2529671283962887 2.6579444067051354 3.0032700312607088 2.6455866734826223 1.0000000180025095e-35 2.1415518475315092 0.61257734706231515 1.3967903868193867 -1.271019091203941 1.0000000180025095e-35 0.60907911972533268 -0.3819645836246745 0.69604103696988961 0.99096960220324093 -0.35549952189728251 0.70902136653063086 -1.1220822621179072 1.799745829858965 0.23288809561270282
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1 10 14 13 -13 16 15 29 21 -18 -14 -17 -9 22 23 28 25 -24 -27 -28 -12 -2
right_child=9 -3 -4 -5 -6 6 -8 20 -10 -11 11 12 18 -15 -16 19 17 -19 -20 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0011007046460679748 -0.00012560972118983034 1.7253378765766225e-06 -0.0011525610533466883 -0.0015309085250503158 0.00031900020524075083 -0.00066041130832250421 -0.0025239345175343377 -3.9733003305098254e-05 0.0056639975451734676 0.00043585149202065286 -0.00056093183881327315 0.0012036430385369654 -0.0013454577245325715 -0.0030779029520017639 -0.00092544478176870499 -0.00026994981410215436 0.00062336506467109711 -0.0050517821738967515 0.0037500721765199906 0.00025488128411486666 -0.00087901438758778024 0.00011968356103224207 0.0026475035966899711 -0.0024103147122175204 0.00082964558590037851 -0.0008380426112589896 -0.0027624421733532982 0.00033465395796069978 -0.003165373210455623 0.00056216624189438691
leaf_count=6099 59783 89765 8797 3699 9268 9728 2163 34421 78 11753 5709 2159 744 311 2359 11414 2727 76 84 70551 6561 4563 206 1644 1371 7338 248 3053 316 4943
internal_value=0 -0.0349019 -0.0919248 -0.0750519 -0.0636871 -0.0895117 -0.242198 -0.0612649 -0.265584 0.0104356 0.00288966 -0.07441 0.175065 -0.104597 0.0196291 0.0241554 -0.0957395 0.127506 -0.207351 0.052341 -0.0359798 -0.123224 -0.160403 -0.281908 -0.0853303 -0.126174 -0.142476 0.0289174 -0.183933 -0.0181994
internal_count=361931 170579 80814 72017 68318 59050 11891 47159 6177 191352 179599 30549 2987 27562 149050 146691 27251 2803 828 81965 40982 24448 19885 7669 12216 10845 10639 3301 6025 64726
shrinkage=0.0038102


Tree=1341
num_leaves=31
num_cat=0
split_feature=50 56 819 1465 644 793 1470 1106 1469 810 533 57 189 1452 728 172 17 79 1470 434 747 148 21 1099 967 600 354 291 1467 1430
split_gain=33.6325 55.487 47.2846 50.3728 36.6706 44.3422 35.1031 34.312 33.1005 32.7849 46.1283 31.8328 30.4379 29.6148 30.3773 29.2597 32.6996 27.789 27.7806 29.9992 26.7988 29.098 29.0528 27.2857 32.5373 27.3136 27.24 33.6383 26.4141 27.3998
threshold=0.55630078546380823 0.58160213896575708 1.0000000180025095e-35 -0.45749305878403218 -0.34929633066952553 1.0000000180025095e-35 -1.3664195657027294 1.7407510129396675 1.6596426661524915 -0.65819684525605759 0.66959453337990815 0.72527224708021132 1.0000000180025095e-35 0.70902136653063086 -0.49008176997875957 1.0000000180025095e-35 -0.48907908693353813 -0.48577931414859482 0.43911945032593663 -0.81781217853354826 1.0000000180025095e-35 3.7774849719409711 -3.9164670491403295 0.98842746550066363 -0.19793194846779918 3.5873979600380177 -1.537106849364857 -2.3353481570680521 2.4195634170659761 0.54622893720785959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 20 13 -3 15 9 10 -8 -11 -4 17 18 -5 -17 -6 -15 -20 21 22 -1 24 25 -22 27 -24 29 -7
right_child=-2 6 3 7 5 28 8 -9 -10 11 -12 -13 -14 14 -16 16 -18 -19 19 -21 23 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0044463483893308125 0.00013180455353928308 -0.0035245166661662499 -0.00086860695966926816 -0.00098210016263419438 -0.00030165393578408226 -0.00026707380593812504 5.8007711575081602e-05 0.0017806086173164683 -0.00060566755837397168 0.00026547414014721797 -0.0015840781144815957 0.00099794134808604763 -0.0023046561938568381 0.00083651607276461675 -0.00034977695206279182 -0.0010087731766076852 0.00057788824156351109 -0.00095194745860195629 0.013392432987336514 0.0029681495980868932 0.00051858933566038736 0.0039386696367479657 0.012680643585306017 -0.0006755669428441097 -6.905756537543443e-05 -0.0034032721337379397 -0.00027614490822037768 0.001339306787216844 0.0011975813531418843 0.00032328508152632842
leaf_count=123 84163 245 6350 8306 13869 41487 16306 1010 5147 33207 1788 6269 4685 1449 5667 2723 5565 24441 39 150 22882 167 25 4555 19251 202 38802 715 1597 10746
internal_value=0 -0.0213442 -0.0415659 -0.147895 -0.0294009 -0.0629935 0.0334962 -0.0622093 0.0367211 0.0512467 -0.0215105 0.0876817 -0.304541 -0.124005 0.022012 -0.0934149 0.0120268 -0.153455 0.287942 1.13898 0.00387791 -0.0432841 -0.0478873 0.0383615 0.0537137 0.107421 -0.0519832 0.40404 -0.0184716 -0.0284153
internal_count=361931 277768 214806 28639 186167 99445 62962 17604 62717 57570 18094 39476 11035 45615 7305 16594 8288 38310 1638 189 86722 39832 39665 46890 42335 23084 39542 740 53830 52233
shrinkage=0.00455354


Tree=1342
num_leaves=31
num_cat=0
split_feature=1147 785 21 277 421 1463 1463 1454 1464 827 816 914 841 703 749 559 1464 21 125 1160 904 831 1392 1449 428 15 0 604 1312 223
split_gain=32.8236 32.6127 35.492 41.7013 39.1114 36.9917 55.8834 42.127 37.2835 38.3827 36.04 32.5901 31.5723 30.299 30.9259 30.6612 29.771 32.7874 29.6503 46.1756 35.3774 33.1158 30.4366 29.0608 31.0259 29.3572 30.2284 28.6219 28.3834 30.5397
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.70163543588998201 0.34311379293258132 2.2980089318068333 0.94170239728407068 0.97777839282527668 -0.77574368866889332 -0.032219278879243272 0.41313543557800586 -0.92870374882376117 1.7769932180946217 0.25549283289055408 -0.142542076094995 1.0000000180025095e-35 -0.80367159966991841 0.64223275086548759 3.0805194032280743 1.5320262332576917 0.68536004617275303 -0.93534728588466109 2.7409957238946445 -0.32837611922982973 -0.4886477565438177 0.059945235567530376 -1.9543450781105349 2.2843753466152159 1.0000000180025095e-35 -0.40351853371345775 -1.47865282407405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 13 4 5 10 7 -7 27 -10 11 -4 -11 15 -15 -3 17 -1 20 -20 -12 -22 -21 -16 25 -25 -27 -9 -8 -30
right_child=-2 2 3 -5 -6 6 28 8 9 12 18 -13 -14 14 23 -17 -18 -19 19 22 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00023557777272911729 -0.00028041250172679977 0.0005218224504418092 -0.00071871022446442449 -0.00043195374875760545 -0.0012909492355273292 -0.0025089818756139732 0.00081079724339718797 0.0099889810865905603 -0.0019702092608388242 0.00075779288454534796 0.00038655945113295881 0.0012852062489932079 0.014429326370566303 0.00079518459167012175 -0.00050353969062791695 -0.00030170008361138817 0.0011398314252252352 -0.0048924955839952022 0.00099611376094499438 -0.0014640706760204799 -0.00015853947062273327 0.0035436861373010311 0.00033246923293713871 0.0048113561534975733 -0.00010210859901400072 0.00065959456788918837 0.0045118404919825402 0.0012968888175365885 0.003904752310237894 -0.00017711267639223977
leaf_count=20039 71440 7970 15865 41149 3421 117 7521 157 155 37 17358 1270 39 14894 7025 24289 4726 166 6678 1510 90456 267 2285 246 7093 6997 273 55 238 8195
internal_value=0 0.00218534 -0.00558043 -0.0203591 -0.00449376 0.000312264 0.0949982 0.779907 1.06323 0.362814 -0.0122763 -0.116587 1.55741 0.0411115 0.0851144 -0.0145719 0.076068 0.0405832 0.000336884 0.100747 -0.0117468 -0.029733 -0.0728182 0.0263708 0.0843328 0.194191 0.165622 1.62611 0.0725941 -0.0149817
internal_count=361931 290491 265560 196773 155624 152203 16514 560 443 231 135689 17135 76 68787 36528 32259 24931 20205 118554 10473 108081 90723 3795 21634 14609 7516 7270 212 15954 8433
shrinkage=0.0049289


Tree=1343
num_leaves=31
num_cat=0
split_feature=785 519 728 962 727 588 872 831 678 382 934 728 737 575 1376 1237 507 689 1452 1470 815 1049 332 257 257 911 785 1116 1098 965
split_gain=89.2256 80.1833 84.8969 84.6586 81.1954 73.0905 69.2972 57.8134 57.5626 57.4486 56.4526 48.7731 47.9632 41.9385 40.9154 40.766 40.3674 43.078 37.0804 38.8365 35.8833 35.772 35.77 51.2517 35.2337 34.6771 34.2185 34.1896 33.6187 34.2103
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 -0.682906484622256 0.71188872395471614 3.0757328524286596 2.0523937188146193 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.52953867530939236 1.0000000180025095e-35 0.18805867694879752 1.4298092310842805 1.0941628986121894 1.1511195098725142 0.79547082264194502 1.1841999613071987 1.0000000180025095e-35 1.511805152420109 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.77693903076620996 0.58460966528228819 2.9156931588094528 1.0000000180025095e-35 0.7120152091534514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 10 6 -3 9 7 8 12 13 16 -1 24 -6 22 -13 28 -18 -12 -20 -5 -15 23 -10 -4 -7 -23 -22 29 -2
right_child=1 4 3 20 5 25 -8 -9 14 -11 18 15 -14 21 -16 -17 17 -19 19 -21 27 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014849107148548165 0.00017092829666974383 -0.00017242910315920965 -0.00016078046360185229 -0.00022652219661524408 -1.1000949723385675e-05 0.0004004580603388837 0.00021360795536599957 9.3138971522193682e-05 -0.00014256845922767255 -6.5818278022897197e-05 -6.8917699081792757e-05 0.00010192844789813448 -2.336505134606843e-05 0.00031237780039037612 -0.00010454823689158846 -0.00016210222225779348 0.00029600246182603083 -0.00024670810163795863 6.0783041621538665e-05 0.00078405034184709447 -0.0001101431763730839 -0.00025409390034338475 4.0020562331340726e-05 2.0337203362608591e-05 -8.296173091097822e-05 1.955840535743409e-05 0.00074752155874836302 0.00054445186628437143 -4.5309854471431846e-05 -1.1405231776516455e-05
leaf_count=3396 7913 3763 39382 24092 2917 2790 2766 7652 14888 6679 26497 24286 29831 3829 17428 1877 3373 565 4896 227 20675 581 25628 12747 56320 856 103 262 10091 5621
internal_value=0 -0.049835 -0.0603493 -0.0799027 0.0703406 0.127033 -0.0632518 -0.0685867 -0.0766263 0.0589992 0.0140568 0.0721723 -0.10831 0.182281 -0.0285829 0.101275 0.0874276 0.27968 -0.0493036 0.114655 -0.189931 0.303011 -0.00104293 -0.0621194 -0.134677 0.37999 -0.115938 -0.121393 0.050114 0.117832
internal_count=361931 332372 310854 251671 21518 17755 206642 203876 196224 14109 59183 29559 125533 7430 70691 26163 27563 3938 31620 5123 45029 4513 53263 27635 95702 3646 684 20937 23625 13534
shrinkage=0.000820348


Tree=1344
num_leaves=31
num_cat=0
split_feature=1272 557 859 695 681 728 566 1452 1449 973 842 21 1456 840 144 146 1043 139 921 1466 287 1467 974 848 514 1461 1450 1450 1449 830
split_gain=32.9576 42.2981 35.4692 40.9163 39.822 38.2537 44.441 41.0397 50.7239 39.6589 39.0494 40.9789 33.7808 35.0043 33.0561 32.8737 31.6366 35.2073 31.6238 31.1744 33.5634 30.9513 30.2993 30.2702 30.1689 29.6574 40.3821 36.7964 33.8346 29.5226
threshold=1.0425293070791588 -0.89608261094484942 -0.54135187694831066 -0.30775566857104408 3.5711739485310314 -0.49008176997875957 2.1710320005650359 -0.22703747551118403 2.4498220593785009 0.15330998462996751 -0.48949635309865613 -1.6471741456694959 0.19084009074608427 1.5467741340491805 1.2480235856469022 -0.16243451961444824 1.6331856374152967 0.30655947435879288 1.0525743831388839 0.37829601484295772 -1.9820639141917518 -0.36323917762374175 -0.079083799400265081 3.5086024243106082 -0.99157936657557966 0.56849382259836123 -0.61247072167726557 0.39068977214012163 -0.62727104346921525 0.76715196929734286
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 15 5 9 7 8 10 12 -7 -12 13 23 -13 22 17 -1 -5 25 -21 -10 -3 -4 -11 26 28 -27 -9 -20
right_child=-2 2 4 18 -6 6 -8 19 21 24 11 14 -14 -15 -16 -17 -18 -19 29 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00027191148793910975 0.00020831836917629628 -0.00011738465261427572 0.00025066099838536482 0.00018119357265133622 -0.0018449669538573952 -0.00043456818195666098 0.00066163114873356082 -0.00017730029815316153 -0.00045851315479168822 0.0010429554889279475 0.0022199658685785511 0.00012523391386913243 0.00123132567826863 -0.0026132991367668326 -0.00068296743219442037 0.00013702622104834556 0.00048625845715711185 -0.00095726099444903064 0.00019632370245811651 0.003677631884015032 -6.3432436187682082e-05 0.0023661893039039722 -0.0010366927889962133 0.0025552977322786377 -0.00044704737080643266 0.0003410097596268236 -0.00046190326262346659 -0.0011191275714867962 -0.0015998070899108877 0.0012922542230779596
leaf_count=33818 43327 8607 14536 49444 2083 25193 5097 2241 524 1427 823 42212 3962 380 5616 15369 3887 12844 3872 234 15142 1075 6260 477 10734 7113 31455 2400 7295 4484
internal_value=0 -0.0163765 -0.00573685 0.0305712 -0.0248806 -0.0219384 -0.0384864 -0.0470905 -0.0097117 0.0477504 -0.0195942 0.016232 0.105805 0.0606626 0.00741619 -0.0381817 -0.0836426 -0.103542 0.0643523 -0.0898778 -0.0017899 0.365052 -0.11896 0.0764692 -0.0595716 -0.119457 -0.147718 -0.00229653 -0.28737 0.18535
internal_count=361931 318604 268055 88036 180019 177936 146420 141323 75443 31516 73844 48651 19355 15393 47828 30236 50549 46662 57800 65880 15376 1599 14867 15013 12161 50504 40991 9513 9536 8356
shrinkage=0.0042909


Tree=1345
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 789 765 1455 669 419 1398 1438 1323 460 444 869 210 907 858 1434 1429 885 60 949 1435 1258 697 1217 567 1445 7 912
split_gain=32.0471 70.1078 49.2166 30.9716 31.6222 32.0398 31.7598 30.7015 30.1323 28.9232 28.928 28.6718 28.0911 27.8825 35.7884 28.1411 27.7147 30.8973 30.7274 27.6185 27.5348 27.94 27.4692 27.4679 27.357 27.2078 29.0882 27.1097 26.245 26.0152
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.1248358748350926 2.0232933620265787 8.4982874954323897 3.5848725730164062 -0.2516325425046369 -0.39474319605916003 1.0000000180025095e-35 1.5826904635358752 2.9042679731054211 1.0617732612454149 -0.57653763495970078 -1.6838582588564524 2.8261612301154702 1.0825608069246189 1.0000000180025095e-35 1.13172262110474 4.8263866747680533 1.0000000180025095e-35 4.210683847686794 1.0000000180025095e-35 -1.6001105073845132 2.239271533131046 1.9780750160580907 1.7480658261585984 1.3475299883120082 1.0012622629529051 2.321737686066041
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 7 22 -7 23 -11 13 -5 27 -15 20 17 18 25 -19 -16 -22 -2 -1 -9 -4 -27 -3 -17 -29
right_child=3 11 16 12 -6 8 -8 24 -10 10 -12 -13 -14 14 15 28 -18 19 -20 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0044144211304688223 0.00013560146178458955 0.00044935164330319144 -0.00067308088135950518 -0.00012522292695941046 -0.00049187104591161648 0.0024280105814360989 -0.0015165919194901035 0.00022825625755275807 -0.0049056243420850867 -0.00048220554238428238 0.0029720862904849587 -0.0016551276401390695 -0.00093943400109635191 -0.001325270192330276 2.5756012358077867e-05 0.0021440246610339025 0.00012196641680551166 -0.00024576763109461226 -0.0014226309653925697 0.0073067261361276798 -0.00053037706937476587 0.012000521420338809 -0.00017496470206229816 0.001321512276922504 -0.0008904470453325739 0.00042448135879791964 -0.002687252193605342 -0.00050401228833223967 -0.0017415637045296148 0.0048699753076712005
leaf_count=55 40766 14370 32005 20088 6801 35 943 86405 138 1628 138 1174 3250 2108 58206 681 5993 23234 7043 31 9144 21 37568 1668 1831 2666 227 3494 160 60
internal_value=0 -0.0331991 -0.0964629 0.0108438 0.0209495 0.0267297 0.0277978 0.0299159 -0.856275 0.1353 -0.051536 0.00608226 -0.0660274 0.00967893 -0.0115854 -0.00401225 -0.116113 -0.134733 -0.183618 -0.0633833 -0.00921482 -0.139178 -0.00317234 0.318576 0.0573928 -0.155082 0.0503341 0.0856087 0.405601 -0.107852
internal_count=361931 164106 74688 197825 174487 167686 167513 166570 173 3489 1766 89418 23338 88244 70320 68212 71199 65206 41941 23265 67371 9165 78334 1723 88236 34898 2893 17924 841 3554
shrinkage=0.00366224


Tree=1346
num_leaves=31
num_cat=0
split_feature=785 728 519 712 382 666 714 930 791 803 851 588 583 485 708 993 727 1025 1230 852 588 914 575 624 767 647 590 665 547 498
split_gain=92.7547 83.8997 53.7872 89.7383 58.6843 51.9247 47.649 74.1697 69.3097 63.3481 52.1488 50.8415 50.5458 46.3154 45.5028 44.3356 43.1686 42.4291 41.5059 40.4776 40.4367 40.3586 37.9755 37.212 36.8887 36.2326 94.6624 36.1475 34.612 33.9179
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.2575337098986954 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 -0.33811283005707693 2.250834115212506 -0.55326332990463356 0.75918070506266699 -0.19102678227058997 -0.89727091510114898 1.0000000180025095e-35 1.0000000180025095e-35 2.3457019632811744 -0.22706799479215015 2.250834115212506 2.4975337861131606 1.0000000180025095e-35 -1.2620942225629872 0.46370404152391853 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.4078093546699517 1.7577627508593003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 5 -4 18 6 12 11 9 15 17 19 13 -2 -14 -9 -1 -10 -5 -8 -6 22 -16 -21 -23 26 -3 -7 -18 -25
right_child=1 25 3 4 20 27 7 8 10 -11 -12 -13 14 -15 21 -17 28 -19 -20 23 -22 24 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-1.4200513939018457e-05 3.2075216824996007e-05 -9.7345895783920359e-05 -0.00016274639590629401 0.00027594461987066345 -3.4239639206257839e-05 -2.984984104650739e-05 -0.00018336394546512752 6.1809207515668783e-05 0.00022481123519270719 0.00013831044095457249 -2.8914365209400642e-05 9.1875547310221961e-05 0.00012121405421112742 0.00023879101971225399 -0.00014820878358658588 -8.9530033656507192e-05 0.00013718270050009198 3.424179287333044e-05 -0.00019062372391506603 -0.00031067970085864121 0.00040308598859466557 0.00051825586152824145 -1.8434303581565451e-05 -8.2026097658361084e-05 -0.00042535654373207298 -0.00010203077916495532 0.00041228813432148028 0.0002026540075362574 -0.00017745402561448792 0.00014797521557975468
leaf_count=12551 13724 4821 3773 5866 5087 3231 24674 7125 5990 4209 14620 3348 4668 3989 12085 51722 15968 7612 529 3028 640 649 20102 29450 169 93730 1384 4106 1040 2041
internal_value=0 -0.0509812 -0.0298554 0.0827525 0.163587 -0.0399174 -0.0470117 -0.0674623 -0.0293346 -0.0696255 0.0606238 -0.131063 0.00871454 0.102187 -0.0394612 -0.0894787 0.0734109 0.151909 0.294545 -0.149143 0.0158725 -0.0717638 -0.0849587 -0.10106 0.411317 -0.113516 0.0557714 0.128042 0.145024 -0.0813892
internal_count=361931 332372 232437 15895 12122 216542 209205 153819 91278 63056 28222 62541 55386 17713 37673 58847 29559 13602 6395 59193 5727 33005 32187 34519 818 99935 6205 7337 17008 31491
shrinkage=0.000804263


Tree=1347
num_leaves=31
num_cat=0
split_feature=785 519 727 728 962 872 588 678 382 934 712 1218 332 257 831 737 257 575 1237 507 689 1452 1470 911 1049 1098 815 1116 785 965
split_gain=96.7711 74.4068 78.8643 72.9465 83.9686 73.5966 71.4927 56.9893 54.6076 51.1239 48.4416 46.9177 45.2521 58.462 43.2708 44.0475 40.6152 40.5123 39.2203 38.66 42.9197 37.0579 39.4986 34.92 34.6521 33.2133 33.2106 34.0826 33.1775 33.1415
threshold=-0.86283290253235112 2.1420547332082829 -0.682906484622256 -0.49008176997875957 1.3714217264408297 3.0757328524286596 0.71188872395471614 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 3.9048232315577729 1.0000000180025095e-35 1.0000000180025095e-35 2.1965197198778803 0.52953867530939236 1.0000000180025095e-35 1.0000000180025095e-35 1.4298092310842805 1.0941628986121894 1.1511195098725142 0.79547082264194502 1.1841999613071987 0.77693903076620996 1.511805152420109 1.0000000180025095e-35 1.0000000180025095e-35 2.9156931588094528 0.58460966528228819 0.7120152091534514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 9 5 7 8 11 17 19 -1 14 13 -9 15 16 -5 -4 -12 25 -21 -11 -23 -8 -19 29 -6 -28 -26 -2
right_child=1 2 6 4 26 -7 23 12 -10 21 18 -13 -14 -15 -16 -17 -18 24 -20 20 -22 22 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.00016184997018276934 0.00017852826083842801 -0.00018462917491139573 -1.3249147785547415e-05 -0.0001756262778747278 -0.00023843256971154572 0.00024333661432342286 0.000429681398263121 -0.00015984430569498199 -6.9731170670110816e-05 -7.4133403319270468e-05 0.00011553612990653015 0.00037514709593935942 2.813685283343302e-05 3.9053641686546179e-06 0.00010820066972585988 -2.7143560559160946e-05 -8.5517735887429377e-05 0.00033087389252498781 -0.00016388559788374187 0.00031099058980367511 -0.00027439633991717936 6.5906075835461461e-05 0.00085557228913897456 1.5624977164788241e-05 -0.00027266246859232961 -5.3132135745621136e-05 -0.00011745401285264072 0.0005899530056553044 0.0007965518046543006 -1.5584695915966931e-05
leaf_count=3225 7913 3763 2917 39653 24092 2766 2790 20502 6679 26497 24442 713 34791 17394 4029 29941 56853 3829 1892 3373 565 4896 227 856 581 10091 20675 262 103 5621
internal_value=0 -0.0472575 0.0685437 -0.0573911 -0.0755415 -0.0589614 0.124453 -0.0644737 0.057232 0.0115403 0.0797782 -0.0950461 -0.0172117 -0.0769476 -0.0988316 -0.107079 -0.132198 0.177434 0.107691 0.0812763 0.269232 -0.0487861 0.115116 0.375058 0.296099 0.0447849 -0.185274 -0.119415 -0.116454 0.112042
internal_count=361931 332372 21518 310854 251671 206642 17755 203876 14109 59183 29559 131189 72687 37896 130476 126447 96506 7430 26334 27563 3938 31620 5123 3646 4513 23625 45029 20937 684 13534
shrinkage=0.000887971


Tree=1348
num_leaves=31
num_cat=0
split_feature=519 727 588 382 713 934 962 800 791 854 797 861 538 955 729 927 272 63 288 1320 762 965 486 853 921 630 1452 1470 207 417
split_gain=33.004 70.8569 55.6208 42.3654 42.0792 66.3575 64.4867 64.9524 50.0927 58.474 117.763 54.63 42.2652 41.5131 39.9863 39.8338 38.5439 40.0275 38.3528 35.4575 35.3973 35.266 41.9858 34.0797 33.5313 33.028 31.5248 41.3759 31.1523 31.1515
threshold=2.1420547332082829 -0.682906484622256 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3714217264408297 -0.57812715656594349 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 1.0000000180025095e-35 2.3308467365638124 0.75637635299260908 1.0483613175537825 1.6568181847307961 -0.64169633322170971 -0.87955825726131198 -1.1578981587949038 2.0168457062854226 0.85800615833067029 1.665677183943582 0.91359539958596292 1.0000000180025095e-35 1.3934182969580855 0.79547082264194502 1.1605466117522381 -0.23507753846342386 2.2155490728803504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 23 5 21 7 16 9 10 -9 -10 20 -8 18 -4 17 -6 -13 25 -11 22 -1 24 -3 -7 -21 -28 -5 -23
right_child=1 2 15 28 6 19 13 8 11 12 -12 14 -14 -15 -16 -17 -18 -19 -20 26 -22 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00055162509280931062 -0.00072750675076312154 -2.4618496105838377e-05 0.0015920332923190592 -0.00082787842090528317 1.5915365661194746e-05 0.00042076317933838057 -0.00050061245175661378 -0.00045191064254405938 -0.00025945652710518944 -0.00020872468093328535 0.001414248884925323 -0.00034796555967105504 -0.00049698860504167688 0.0016157095952805086 -0.00013183525265235199 -0.00071606237024487637 -0.00059562403864904512 0.00051280613925156425 0.00060947761115022177 -0.00033755486800284381 0.00056334351401983018 -5.5372812380804091e-05 0.0019900396724346335 0.001654150614682399 0.0011905140148277865 0.0030866276211326906 0.00024637006274700441 0.0039970565203426515 0.00022455655088608878 0.0024676336886180618
leaf_count=16213 3987 4520 3397 3142 20932 2426 47631 5483 25890 57231 3810 3879 48425 1051 14304 528 4653 23126 18754 24109 4401 9557 1389 1582 2085 369 4239 204 4292 322
internal_value=0 0.0669746 0.117973 0.061245 -0.014589 0.0395147 -0.0269871 -0.0133604 -0.034263 -0.0619427 0.102021 0.0185811 -0.0778109 -0.119713 0.0721209 0.335968 0.0564727 0.0741426 0.123608 -0.0308285 -0.0386171 0.120175 0.179461 0.164662 0.0973006 0.20323 -0.055078 0.111092 -0.0535374 0.0109892
internal_count=361931 23533 19546 15621 338398 58828 279570 230888 182177 119350 9293 62827 110057 48682 36937 3925 48711 44058 22633 31347 61632 27481 17602 8187 6605 2795 28552 4443 7434 9879
shrinkage=0.0038102


Tree=1349
num_leaves=31
num_cat=0
split_feature=50 56 1470 651 68 1362 848 1469 1452 1450 325 499 764 1107 292 1029 1002 232 777 565 1229 54 1462 1470 678 151 490 362 1175 595
split_gain=32.9432 53.9538 30.0176 31.6189 28.7432 34.5565 34.2505 32.7503 35.3547 32.0807 31.3401 31.3016 30.2538 29.7069 27.6701 27.1723 26.8314 26.7577 26.7314 30.8278 25.5582 27.1535 27.6983 27.0771 26.566 25.328 25.708 25.0854 26.3125 28.2018
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2008461188180046 1.1107569744011787 0.69836631878832012 1.0000000180025095e-35 0.40974670707416222 0.25123789864468821 0.75260204243716256 -0.54877514458847465 1.2204488099017878 3.3462057796743045 3.2730992757113588 -1.4902006962995398 0.9001548644810663 1.6300937177643899 0.69854289147193727 -0.92832084101888468 -0.54668572963570017 -1.0801808506549713 2.6861236952522742 -0.42445565733332025 2.4311348892447744 0.72295964498546506 5.4562307876106422 0.84482185157379275 1.7152680023534133 2.0534613160691255 0.010059180279008382 2.3732793974093203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 20 5 7 13 10 9 -9 -2 18 -6 -7 -1 -10 -5 -15 -11 -20 21 -4 24 -22 -23 26 -19 28 29 -3
right_child=4 27 3 16 12 6 -8 8 15 11 -12 -13 -14 17 -16 -17 -18 25 19 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00050495510563121934 0.00042554608680557619 -0.00010176511692776115 -0.0011407408892597096 0.00054794174725057048 -0.00025505916698932295 -0.00098934210046706722 -0.0005587319523684671 -0.0003900418158264158 -0.0017352722125354332 0.00086742996779410253 -0.00026313889306423145 0.0062555082031974232 0.0034614294110119253 -0.00045754228164186772 -0.0010246751946586315 0.0034136047535568846 -0.0016233046533461019 0.00047072810593208565 -0.0016549159250651107 0.00016327393365640205 0.0026756809057726242 -0.00058433002859869859 0.0014618229605111719 -0.0028315594854910675 0.0076496481838850758 -0.00031461584490913394 -0.00089502841630320358 -0.00094519568274143871 0.00022899593406953175 -0.0018030430282361242
leaf_count=6594 58651 46891 19862 4765 34086 3821 16094 11973 2121 5780 8182 93 232 8379 1822 131 861 25071 1393 12230 507 38564 920 159 38 7217 1928 3651 38173 1742
internal_value=0 -0.0342027 -0.0931968 -0.116691 0.0105497 0.0227059 -0.020871 0.0464886 -0.0102898 0.00741487 0.0732287 0.0623428 -0.0482074 0.0091014 0.035145 -0.299432 0.0483756 0.0242554 0.0561797 0.00375257 -0.139455 -0.147004 -0.107206 0.318377 -0.120249 0.0505851 0.0819348 -0.0013285 0.00575664 -0.0300702
internal_count=361931 164549 74092 65676 197382 163064 62510 100554 33721 31469 66833 19496 34318 46416 8416 2252 5626 42595 19403 13623 60050 59384 39522 666 38602 34216 26999 90457 86806 48633
shrinkage=0.0047375


Tree=1350
num_leaves=31
num_cat=0
split_feature=785 519 727 728 872 678 382 727 533 900 507 332 689 1230 1436 464 784 968 965 588 608 12 706 689 21 1098 908 50 149 858
split_gain=94.3149 68.2786 73.3007 71.0234 74.0085 69.5318 55.7681 51.0247 50.7142 60.0023 48.8574 43.9814 43.2674 41.1078 40.5596 43.2068 40.5188 39.762 39.1544 38.9867 38.3762 37.016 36.0159 35.2802 34.1898 32.9448 31.9828 31.7712 36.3247 31.7228
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 3.0757328524286596 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.54117268135534224 1.0941628986121894 1.0000000180025095e-35 -1.1110989058077336 2.3457019632811744 0.60428344764309971 1.0000000180025095e-35 0.9594655836162902 0.36729310357164507 0.10980254379742337 2.250834115212506 0.66665475971017707 -0.58399151183051878 0.85558832110916161 0.72022076402865742 1.0000000180025095e-35 -0.37373492001924641 -0.85563974936046094 0.55630078546380823 -1.124318789755608 1.0825608069246189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 22 10 5 8 13 -1 9 20 18 14 -10 27 15 -7 -11 -18 25 29 -5 -13 -3 -12 -9 -2 -17 28 -4 -8
right_child=1 2 6 4 -6 11 19 24 12 16 23 21 -14 -15 -16 26 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011800653131154676 -1.8868738548824361e-05 -0.00024088285482886578 -0.00030687615909002418 -0.00030193518439723883 0.00010170029592539318 -0.00027181318421434905 -8.6921327375801845e-05 -6.6004772572320978e-05 -6.8551968453196707e-05 -0.00019214074400040126 7.5216038432727601e-05 -0.00018219284435575059 -0.00017947300192523182 -0.00029715610895197404 -5.3444839766162226e-05 -0.00035830303836942166 -0.00014885482217764855 0.00020561967911035057 -0.00016844512849589039 0.00030724311237514376 -0.00017560006777824689 -6.1591068324425111e-05 -2.2153230093737581e-05 -0.00021171117560153752 9.3228156861533605e-05 -0.00014151607666979522 -0.00011199292310355871 0.00040903406972150566 0.00016137812159545246 -0.00049311531701786739
leaf_count=12551 15155 6191 505 44530 2933 19834 4491 6893 12361 14206 6561 9464 81383 529 7156 1992 2340 1788 23450 640 10300 29474 3256 1519 10115 12498 13910 1155 4182 569
internal_value=0 -0.174903 -0.0641135 -0.184253 -0.201741 -0.206422 0.0373193 -0.0484545 -0.235534 -0.288546 -0.117433 -0.156136 -0.203731 0.166439 -0.211042 -0.246378 -0.172793 0.0184072 -0.143665 -0.107501 -0.334502 -0.11014 -0.204987 0.0302988 0.0316915 -0.088065 -0.17243 0.21509 0.140198 -0.164157
internal_count=361931 332372 21518 310854 251671 248738 12071 29559 166908 73164 59183 81830 93744 6371 42892 35736 18334 4128 51103 5700 54830 38938 9447 8080 17008 27653 15902 5842 4687 5060
shrinkage=0.000804263


Tree=1351
num_leaves=31
num_cat=0
split_feature=21 1462 484 1039 457 60 1362 64 1458 705 907 639 869 561 623 697 740 423 830 6 710 294 1459 800 135 346 139 568 1155 1451
split_gain=32.6837 40.0649 34.7738 35.5617 30.9261 31.8306 31.2787 30.1705 45.5989 34.0319 31.0419 30.9844 28.8129 28.6218 26.9241 35.9296 31.976 31.6489 40.7912 30.0435 32.1909 29.1647 26.493 28.4664 27.7107 37.7413 26.1093 25.9469 25.7782 25.5499
threshold=-3.2545899522946695 0.64216061943476632 0.40243943359777712 1.2000562641367356 2.3716694046974869 3.4231397208058323 1.8627633281097242 1.8762883416287794 -0.19179933198544472 1.3483541271127406 -1.6519859888454727 2.6155476492659502 -0.57653763495970078 -0.55468087589365211 -0.024657624075993714 1.4485048717173201 1.6535846841559774 0.094837350696139674 -0.31886332526650468 1.4080408435749616 2.3153510723065271 1.3642485751417948 0.6997810996132513 -0.57812715656594349 -0.38422381907464448 -0.091656867991103327 -1.3131960346915477 2.6383299679976076 1.1083433489484751 -0.29683516873020921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 12 5 6 7 9 10 14 -9 -11 -4 28 -2 16 17 19 27 20 -16 -22 23 -14 -24 26 -26 -19 -10 -12
right_child=2 -3 3 -5 -6 -7 -8 8 13 11 29 -13 22 -15 15 -17 -18 18 -20 -21 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0037321422711873537 -5.9993756103522667e-05 0.0026095406907754724 0.00023405140948212349 -0.00080855444628080242 -0.00071430522345395818 -0.0010763901920636089 -0.00052236323002301775 0.0038259480033180221 0.0011006620792785614 0.00054512396644835516 -0.0014944822590409036 -0.0020631203537491336 9.3155947464849441e-05 -0.00033774857290472867 0.00038961528666734319 -0.00048747338328676071 -0.00035210723935585262 -0.00057759290666110951 0.00022873184400279864 -0.00035987674911207968 0.001723223193799979 -0.0017039626011000047 -0.00051902715397049589 -0.00048677118606650882 0.0071857356474760723 -0.00014058883159072906 0.0011438265535378639 0.0035837531333024713 -0.001921714265492821 -0.00041421531252890483
leaf_count=89 115608 627 14453 11942 7643 3174 11680 146 3201 15349 5167 569 10076 4986 46575 7655 7483 9645 21410 4302 2227 239 3793 41636 50 3612 2907 135 343 5209
internal_value=0 0.435601 -0.0113983 -0.0540075 0.000613246 0.00403721 0.00639426 0.0110467 -0.0851535 0.0173545 -0.203477 0.114327 -0.036785 0.0408066 0.00983329 0.0356391 0.0469805 0.0595594 0.00242577 0.0907776 0.105627 0.339414 -0.0602504 -0.0845786 0.0425272 0.124887 0.300803 -0.122819 0.200302 -0.221157
internal_count=361931 716 361215 88469 272746 265103 261929 250249 19052 231197 10522 15918 76527 8530 215279 99671 92016 84533 31190 53343 49041 2466 62074 51712 10362 6569 2957 9780 3544 10376
shrinkage=0.00420677


Tree=1352
num_leaves=31
num_cat=0
split_feature=785 519 728 962 872 727 660 382 727 816 930 618 1230 21 1243 1028 588 1450 791 552 706 912 1323 913 1030 815 1116 274 1458 690
split_gain=84.7301 65.5965 73.7426 78.0471 73.1404 65.958 58.48 55.3187 54.0427 50.0337 49.4129 44.9311 41.0058 40.788 47.2996 40.5521 39.3499 38.6199 37.9684 37.7339 36.5662 35.9454 35.9355 44.3872 34.0314 33.5939 32.7605 32.4405 33.5349 31.4747
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 3.0757328524286596 1.0000000180025095e-35 -0.72421686037558375 1.0000000180025095e-35 1.0000000180025095e-35 0.98567350059335823 1.0000000180025095e-35 -1.4147875658213491 2.3457019632811744 -1.6471741456694959 0.22991414747585318 0.24965236237700447 2.250834115212506 -0.35262914890079794 1.0000000180025095e-35 3.3057299501607855 0.85558832110916161 0.41325020809808216 2.8425200577949936 0.67121022692333943 0.99422031274767553 1.0000000180025095e-35 2.9156931588094528 1.3302684966251519 1.8460070869938618 -2.505024617274985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 10 4 6 20 11 12 -1 13 15 -4 -7 -8 27 21 -9 -11 -13 22 -3 -2 29 -24 -10 -5 -27 28 -15 -12
right_child=1 5 3 25 -6 7 9 16 24 17 19 18 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.6889630938707706e-05 3.5213281702418618e-05 -0.00013881915944316558 -0.00016795284666684383 -0.00021173227416150118 0.00021260836092476721 0.00025934356737322738 0.00018072734831480584 -3.8968665153529007e-05 0.00013653941812466762 -7.6488577051452903e-05 -0.00032508094022072923 -2.0071780994405576e-05 -0.00019646095018392782 -9.5411694526557439e-05 -0.00015603895099398381 0.00014591003110303645 0.00038613242601577493 4.9053074692187757e-05 8.8064850319889278e-05 0.00061526160132496408 8.0435908548207925e-05 -0.00023891770397938277 -5.0998791400693698e-05 0.00084168034997113294 -0.00017575492758541576 -0.00010336299522539266 0.00051244272075947977 1.1839902186805307e-05 7.9567513775688232e-05 -4.0530509613777826e-05
leaf_count=12551 14824 6191 5795 24092 2766 5842 1980 5060 16011 13672 1397 31628 529 74823 33379 9647 640 15040 13492 243 3256 1846 351 240 997 20675 262 10853 3214 30635
internal_value=0 -0.0511169 -0.0606234 -0.0788819 -0.0629005 0.0577824 -0.0683888 0.152546 0.0680206 -0.0916297 0.00868184 -0.00456423 0.280293 -0.113214 -0.118445 0.0806619 0.00846757 -0.0114234 0.0159187 -0.047812 -0.0790352 0.0079589 -0.0545049 0.447213 0.148317 -0.184762 -0.118462 -0.0919028 -0.109949 -0.0651105
internal_count=361931 332372 310854 251671 206642 21518 203876 12071 29559 152961 59183 50915 6371 124249 122269 26317 5700 28712 45120 32866 9447 16670 32623 591 17008 45029 20937 88890 78037 32032
shrinkage=0.000788493


Tree=1353
num_leaves=31
num_cat=0
split_feature=785 519 727 1431 382 727 723 926 930 852 930 566 1148 365 181 1230 707 579 588 1323 913 706 638 1392 547 842 609 783 1366 1038
split_gain=126.641 76.1731 74.0554 69.0373 54.9674 54.2566 41.7978 58.5641 58.5398 54.1292 58.3942 45.9581 45.5788 41.6313 40.3286 40.0232 37.9289 38.0947 36.5769 36.2608 38.082 36.1705 35.2544 34.7705 33.9648 33.2556 32.6638 34.8195 32.6302 32.779
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0570063487222232 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 2.3824772829776841 1.9644670326249816 1.252139075762716 1.0000000180025095e-35 2.3457019632811744 0.32425407144570734 0.38369638209385348 2.250834115212506 2.8425200577949936 0.71961280168849351 0.85558832110916161 1.4761919948289024 2.9280792035624037 1.4078093546699517 0.35963748610286828 1.6285028476148826 0.2400496438953339 0.90180248132876506 2.020997945620334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 21 6 15 -1 8 9 22 10 -8 -9 28 14 16 -4 17 -5 -6 -10 -21 -3 -2 25 -7 -12 27 -14 29 -11
right_child=1 2 4 13 18 24 7 11 19 12 23 -13 26 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.4930980064021134e-06 9.1417601192509237e-05 -0.00015680193734551772 0.00030164023460135878 -6.6827788683354711e-05 -3.0355973320031634e-05 0.00017527418458935937 -0.00029495981712015303 -0.00011394081410054495 -5.2776231955112863e-05 7.6578614560433045e-06 -0.00010382574183428957 0.00023557548844174727 5.1816842938346368e-05 -0.00021371924166528356 -0.00017098454190091471 -0.00020422990013928949 -0.00012799454072130831 5.3217596117809495e-05 0.00043050372550240522 -3.1206862655184623e-05 0.0011130923340084971 8.8679064339720396e-05 0.00040846406226656537 0.00048727660190258954 -0.00016886419222522067 3.2973788430439369e-05 -0.00019779339444127219 0.00040346075716116798 -0.00010422817432951127 0.0002472317111683081
leaf_count=12551 12141 6191 5842 40028 5060 15968 5037 54153 18636 45769 23594 1314 1702 14046 23629 529 28960 14700 640 217 160 3256 1460 452 1040 9789 611 2228 10233 1995
internal_value=0 -0.0523173 0.0648423 -0.0625475 0.164902 0.0926226 -0.0370425 -0.0529024 0.0328794 -0.0227692 -0.0913912 -0.116162 0.0151357 -0.108858 -0.0936441 0.291821 -0.071736 -0.0373546 0.0214926 -0.0449991 0.575713 -0.0801711 0.140746 -0.0586392 0.172344 -0.0674217 0.214674 0.285476 -0.0019039 0.0209756
internal_count=361931 332372 21518 310854 12071 29559 189491 156877 32614 101410 38872 55467 62538 121363 107317 6371 83688 54728 5700 19013 377 9447 13601 33835 17008 33383 4541 3930 57997 47764
shrinkage=0.000887971


Tree=1354
num_leaves=31
num_cat=0
split_feature=785 519 728 938 803 727 588 678 666 609 575 848 934 728 1237 789 804 464 382 876 959 693 1098 965 21 982 1049 1452 1470 21
split_gain=101.18 72.9851 75.3649 80.8237 70.6388 69.8703 66.3829 61.4873 57.3669 63.5627 54.906 53.049 50.7497 50.712 40.1218 38.2896 41.4579 42.6369 37.757 37.5592 38.4509 37.528 39.8017 37.7242 37.0844 36.2883 35.4171 35.1093 35.0848 34.1382
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.9682860324222273 -0.682906484622256 0.71188872395471614 0.34708990927187483 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 -0.014926871543044078 1.0000000180025095e-35 -0.49008176997875957 1.4298092310842805 1.1248358748350926 3.1505034249623955 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.37718676718711608 -1.517863073859208 1.0000000180025095e-35 0.7120152091534514 -3.9164670491403295 3.0854258727671673 1.511805152420109 0.79547082264194502 1.1841999613071987 -1.0798509198017876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 12 4 7 -3 10 11 -6 -10 -7 15 21 -1 29 16 17 -4 26 -5 -21 -2 23 -23 -13 -19 -12 -14 -29 -15
right_child=1 5 3 19 8 6 -8 -9 9 -11 18 24 27 14 -16 -17 -18 25 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00014887094835558734 -6.6287970144085777e-05 -0.00016341543010076927 -0.00011129856403570575 -9.1458927601463025e-05 -8.0076853638589388e-06 -8.555758878087248e-05 0.00029161217447536939 -9.6579639475009551e-06 0.00034752597568304678 -0.00051661812706540469 0.00029314185699213407 0.00062081611438692869 -7.1538219263254463e-05 -0.00018340327032548913 -0.00015647989393207342 -0.00017359516534733288 0.00029579222740838917 -8.2404279948330091e-06 1.1278278698256818e-06 -0.00027546056116095331 -0.00011661297333932089 0.0002358530375160789 -3.1620018679185374e-06 4.1089764268124447e-05 -0.00015013645393616721 0.00055187247762034748 -0.00011271501967668032 5.5199800104484766e-05 0.00073989467295701482 0.00012023064100325521
leaf_count=3396 6752 3763 23722 56751 5407 5895 3646 57737 3023 261 3829 180 26497 1200 1877 7903 1012 29969 3701 13338 13431 7318 8366 5127 38577 360 684 4896 227 23086
internal_value=0 -0.0533603 -0.063377 -0.081805 -0.0546399 0.0613732 0.113957 -0.066449 0.129341 0.339645 0.0491777 -0.103258 0.00664227 0.0765546 0.106244 -0.0637474 -0.0419452 -0.0518956 0.156111 -0.146151 -0.225093 0.0760603 0.118436 0.191659 -0.176791 -0.00151265 0.279863 -0.0534328 0.105926 0.129001
internal_count=361931 332372 310854 251671 168151 21518 17755 159460 8691 3284 14109 101723 59183 29559 26163 62966 55063 54051 8214 83520 26769 27563 20811 12445 38757 30329 4513 31620 5123 24286
shrinkage=0.000820348


Tree=1355
num_leaves=31
num_cat=0
split_feature=253 1467 1462 470 533 185 1291 1036 871 348 809 50 125 1470 819 1167 475 627 1107 885 363 471 1378 1465 1464 984 288 1469 1052 1206
split_gain=33.0899 34.3403 36.2245 34.6594 38.1922 33.8289 33.4971 37.183 32.4364 34.6896 28.3493 28.1088 32.6058 42.2888 41.6437 37.4636 38.5306 33.6567 33.4985 32.9012 32.4825 31.6814 31.5105 30.8712 30.9671 29.5619 29.459 31.7153 30.4864 35.3245
threshold=1.0000000180025095e-35 4.0242090356330973 1.7040583319813172 1.0000000180025095e-35 0.66959453337990815 0.45051850460492232 1.0000000180025095e-35 -0.46972197145684536 1.0000000180025095e-35 -0.55041666433932057 2.6372809947782678 0.55630078546380823 0.58518330826110332 -1.3664195657027294 1.0000000180025095e-35 -0.66057125917176163 1.0000000180025095e-35 -0.17602404792459739 -0.70798317714492942 2.9080136987884808 0.1455422004423956 -0.93081268283970298 0.80891129331221767 3.116712650924125 8.5275944685798333 -0.74722912643867712 -0.87955825726131198 1.6596426661524915 -0.62712338603253037 0.62348375149149904
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 6 8 7 -2 9 -5 11 12 14 -14 15 16 -1 -18 -16 21 -19 -15 -20 24 -13 -24 -23 -28 -29 -30
right_child=1 2 -4 5 -6 -7 -8 -9 -10 -11 -12 23 13 19 18 -17 17 20 22 -21 -22 26 25 -25 -26 -27 27 28 29 -31
leaf_value=-0.00051631674799883188 0.00026136026665168107 0.0026440453093112565 -0.0025578532247637941 -0.00057777295338772602 4.8567021054352297e-05 0.00039784299653352609 -0.0010880080619943672 -0.00076803035250567553 -0.00083921404197178251 0.00014365815696043875 -0.00076015528717257694 0.00020969217978830741 -0.0041963306436132502 -0.00049770308443635694 -0.0018113285251925408 0.00013025079036590805 0.00062284113152136428 7.0089117907598072e-05 -0.00069327074993096927 -0.0016322973492096384 -0.001444516427493249 -0.0004543951118613338 0.0053590283330997709 0.0020680381031078555 0.0098156297920836445 0.00050691840337422115 0.00060809975558860749 0.00095757186970158142 -0.0023104420703491616 0.0013048764824349004
leaf_count=35224 9413 867 199 13042 13277 15063 23896 16679 10991 26699 5146 50116 250 5910 5005 61492 9622 7021 10567 911 3072 4602 168 915 29 1145 28040 864 1322 384
internal_value=0 -0.0433647 0.340762 -0.0474319 -0.0944856 -0.0135653 -0.134772 -0.0722612 -0.0424203 -0.0154089 0.00377077 0.00773076 -0.00679822 0.0429796 -0.0262592 -0.0125421 -0.05721 0.0267322 -0.151719 0.0480728 -0.0709508 0.057457 -0.0843744 0.0506812 0.0431635 0.242192 0.0795279 0.101091 -0.122678 -0.290028
internal_count=361931 130126 1066 129060 63265 65795 49988 26092 50732 39741 231805 226659 175599 42283 133316 116431 54939 19715 16885 42033 10093 41122 11880 51060 50145 1313 35212 30610 2570 1706
shrinkage=0.00502748


Tree=1356
num_leaves=31
num_cat=0
split_feature=785 21 187 346 74 1461 1459 1461 1462 1455 1455 1454 1467 1450 1453 1461 1459 1460 1468 1462 1463 1466 1468 1450 1455 1465 1464 1455 1450 1450
split_gain=32.4768 36.0172 46.0476 41.495 37.4445 37.4263 40.5211 38.9795 44.3119 44.4915 38.4446 42.3036 59.3976 42.1829 74.6234 48.9429 64.2457 51.0981 76.7236 73.1088 57.8205 66.4857 52.6484 46.8942 44.7193 58.1988 93.2343 42.1543 48.3774 41.715
threshold=-0.86283290253235112 -0.70163543588998201 1.1282120477717485 0.37433861803435681 -0.90581177183759309 2.5032120688259147 0.015014468430795973 3.8316248741925851 0.64216061943476632 0.14145834482007744 2.5522110869383945 0.95531609900580594 4.808695702623436 -0.70617196192585163 0.95496318747388242 -0.2634310735630721 0.79663687415197149 0.099810043912261961 2.4634311514058238 0.37407200465964635 0.26178017910560175 0.34470978700861038 2.0793728249637273 -0.59700472168322827 -0.17791328164125284 -0.23500880686833706 1.0492743780141727 0.8703138515806228 0.80777358135140853 3.949999276563736
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 10 7 -7 9 -9 11 12 13 24 15 17 -17 18 29 -20 22 -22 27 -16 25 26 -2 -19 -29 -15
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12 -13 -14 14 23 16 -18 20 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00026349758555713329 0.00049869356035439746 -0.00047088406099273102 -0.00059722719341119286 -0.00040709122984807937 2.359295639906771e-05 -0.0013660521435695523 0.00213454757234245 0.0056802203980326187 -0.0033266833351957795 -0.00044355867053824199 0.0014094618573323012 -0.00069211542254063788 0.0039506959445098789 -6.7346790955395203e-05 0.0084412781369036516 -0.00081199596613233996 0.0012850469845050976 0.0014231437348299987 0.0030223533231843124 -0.0031779923049984537 -0.0020076022190355972 0.0013285563128943906 -0.0020492879263550329 0.0012573909653482991 -0.0011248261658552115 -0.00072829725296520329 0.0061867560106095816 0.0049845211961814162 -0.0017447869355393779 -0.0064424184046486576
leaf_count=29559 2045 21526 26658 44331 148849 1096 1780 264 138 212 1986 8784 346 30751 64 14277 1966 5205 1526 307 1438 1349 444 5184 7284 3363 307 580 187 125
internal_value=0 -0.0179179 -0.0319352 -0.021614 -0.00654729 0.0237282 0.244405 -0.0127543 0.402522 0.696482 0.0128124 0.00387792 0.0231418 0.0175143 0.0437343 0.0161256 -0.105977 0.0583897 0.0107706 0.466753 0.210697 -0.0680406 0.334312 0.301121 -0.109466 0.045931 0.333333 0.392708 0.844517 -0.0205786
internal_count=361931 332372 241364 214706 170375 91008 3490 1710 614 476 87518 85532 76748 76402 63403 58155 16243 41912 32709 1833 9203 2787 6416 5248 12999 5715 2352 5972 767 30876
shrinkage=0.00464461


Tree=1357
num_leaves=31
num_cat=0
split_feature=785 181 728 837 1286 567 942 1463 21 620 1450 718 508 470 784 926 620 1467 263 1236 954 540 540 215 1449 1458 1304 660 401 809
split_gain=94.985 65.5831 50.9746 49.3908 42.4153 41.6407 41.1142 52.8618 39.8058 40.1795 35.7061 44.3951 64.9067 64.4231 49.6443 44.8768 36.2661 32.925 32.4721 32.1893 31.942 34.8292 31.4258 32.5326 29.9391 30.0877 29.6429 29.8088 29.3932 37.4227
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.64384972645585192 0.78161905918100072 0.98191358321475442 0.44633743931240322 -0.11337658786490251 1.0000000180025095e-35 0.16760437365778322 0.88343564287383192 1.0159173274103563 0.93928964529742032 0.66595742291584703 -0.90362276233551631 1.0000000180025095e-35 1.5209264779549863 -0.29368347943054773 1.6445160113075163 -0.66443602000037905 3.5442616861027205 0.99026637822014563 1.6305215107933637 -1.3825413810457998 0.74561756370782817 -0.82108684835595114 -1.2519738572323926 -0.72421686037558375 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 10 -5 -6 22 9 19 11 13 16 15 -15 26 -13 -12 -3 -4 21 -16 23 -8 25 -10 -2 -28 29 -27
right_child=1 18 8 5 6 -7 7 -9 24 -11 17 12 -14 14 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.00016508884932497239 -0.00015773968871814418 -0.00012085000169084329 -5.2119798017162971e-05 -0.00011169946756642419 -5.3622078829366292e-06 4.531611899019908e-05 -0.00060953725418430181 0.0002633386822061728 0.00033129718306436085 -0.00014620510355607078 0.00012627086238899734 1.4206036308604868e-05 0.00025372440137050322 0.00019175854039840798 -4.9904491473931893e-05 -0.00014692423588242573 -0.00028117761111374709 -2.6752538271404666e-05 8.733731825406318e-05 0.0002004630761123643 -0.00053112757811773906 0.00013105925259406249 -0.00043853097565638388 7.9238039840952724e-05 0.00037305911622553123 -0.00015448250445051115 5.8102800627496924e-05 -6.1222920370222151e-05 0.00018945183392368199 0.00015967272920731833
leaf_count=3396 11230 66760 3178 50496 27501 8329 329 5522 2119 3800 9575 15879 3987 4843 16778 38369 1885 11917 3060 4154 381 4231 489 6321 2174 2916 10390 34100 5324 2498
internal_value=0 -0.0494693 0.0764663 -0.0347205 -0.0193414 -0.0961271 0.0426694 0.139611 0.106248 0.0124886 -0.0356953 -0.0490164 0.0411917 -0.0663321 0.0215837 -0.0970638 -0.0181575 0.0452928 -0.119743 0.102456 -0.0206925 -0.00951755 0.0195917 0.0579967 0.177814 0.139796 -0.0580791 -0.0349772 0.0937945 -0.0121461
internal_count=361931 332372 29559 262552 203727 58825 40162 12661 26163 11132 163565 142073 21751 120322 26233 94089 17764 21492 69820 7332 21390 21009 7139 6650 15031 12857 55720 44490 10738 5414
shrinkage=0.000905731


Tree=1358
num_leaves=31
num_cat=0
split_feature=785 470 395 203 712 471 1065 1436 12 1237 232 1243 1431 1037 854 927 714 651 706 509 736 332 1437 996 10 617 967 715 704 585
split_gain=98.111 66.3115 77.9846 59.286 48.6445 46.2668 47.7962 42.0743 39.1727 38.8375 38.311 36.871 36.9951 36.134 33.5237 35.1098 37.4901 33.1408 32.089 38.5416 32.6772 31.2926 37.1437 30.9593 30.6918 30.502 32.547 30.4438 33.8274 30.1055
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 -0.63779424894106762 0.35930717134390644 1.0518754624258557 0.60428344764309971 -0.59727736220901595 1.4298092310842805 0.92584771804271815 0.14000445396469943 1.0000000180025095e-35 -0.60489981398538839 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 1.1107569744011787 -0.33622886331437435 1.0000000180025095e-35 1.0000000180025095e-35 0.65944866827063242 2.8257610812025367 1.0565563832172893 1.4300579965213711 0.48776982928048135 -0.20575281925485042 -1.0520742306125903 0.38857102954005002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 11 8 13 -7 14 21 12 -3 -2 -6 16 29 -8 19 -4 -20 -10 23 -23 -14 26 -15 28 -13 -16
right_child=1 5 18 -5 9 6 17 -9 10 -11 -12 27 24 25 15 -17 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015072875001499199 -0.00025124407014512346 8.4185595478687357e-06 4.3458754417393461e-05 -0.00025823596871806269 0.00029087831068838024 -5.6678531013118983e-05 -4.6469050731240686e-05 1.914806527681187e-05 4.3338463976997201e-05 -0.00015109771427020328 -7.6305669896674288e-05 -6.0083147001688248e-05 -8.4545298474451641e-05 -3.989453379202784e-06 7.2671047833789307e-05 0.00026543252711140619 0.00011288239811445244 -0.00032644968589482041 -3.6403109600404378e-05 -9.1958730589740062e-05 -0.00013544450957475593 0.00020972382384761346 -0.00018242384851113185 -5.6965669202737645e-05 0.0001073810882076312 -0.00022667829274057255 -0.00015055171525100078 -0.00011396307412988784 0.00018074872038323345 -0.00014419877222570412
leaf_count=3225 11052 51423 21310 20163 2402 9355 4925 8422 16878 1892 4304 7568 31240 13590 3260 2725 12541 1391 32106 10073 19272 9150 763 1230 3018 8257 11644 32846 2392 3514
internal_value=0 -0.0529237 -0.0917875 -0.162983 0.0749244 -0.0260241 0.0264615 -0.124157 0.0520607 0.102893 0.0840068 -0.0495405 -0.0243218 -0.160829 0.125188 0.0997119 0.0693654 -0.134515 -0.0495694 0.00454519 -0.0859773 0.110988 0.19044 0.221304 -0.0837441 -0.122461 -0.0838674 -0.10602 0.000762585 -0.0496179
internal_count=361931 332372 155889 73128 29559 176483 47996 52965 41680 26334 32325 128487 85681 44543 24442 22040 19315 6316 82761 31383 51378 28021 11143 10380 34258 33491 25234 42806 9960 6774
shrinkage=0.000804263


Tree=1359
num_leaves=31
num_cat=0
split_feature=1423 1426 21 49 1470 1425 747 747 1036 836 1467 547 155 54 427 1052 211 639 899 424 422 1303 1449 62 21 294 986 764 1218 143
split_gain=32.1253 34.378 39.3782 38.3433 35.2988 34.7782 40.619 35.0613 34.4621 31.5464 34.812 32.5763 30.1986 29.5259 29.3135 28.9612 31.6072 30.0819 28.1699 28.0967 34.3609 28.8082 32.3417 29.6021 27.8355 27.3412 28.1586 29.3002 27.0212 26.6317
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.13431221002227373 1.0000000180025095e-35 -1.2008461188180046 -0.49854827941355384 2.9062597313169154 1.0000000180025095e-35 2.10116745471908 1.0674639720252068 1.4133641467104867 2.2607263609058417 -1.0744501124351691 -0.42445565733332025 -1.0445779759361553 -0.60033078958653963 1.1290846334189459 -0.5599758413664897 3.1568864890043344 2.0951681415121222 -0.68717475692435015 1.7160994611581364 0.71251893840138358 1.0000000180025095e-35 0.62211875780133752 0.36828056311239343 3.4754406258829293 -0.68377664496185286 3.9048232315577729 3.435243591041409
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 8 -5 -4 7 28 18 10 11 25 -13 -9 -6 16 -16 -17 -3 21 -21 22 23 -2 -24 26 -1 -28 29 -7
right_child=19 3 5 4 14 6 -8 13 -10 -11 -12 12 -14 -15 15 17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00038468216706234731 -0.00063717138483215666 6.2414155696236803e-05 -0.00027383871615424625 0.00067078359022801023 -0.0010167476071453573 -0.00023347954924718265 -0.0015471782885878259 -5.1609282264195158e-05 -0.0016327215454120464 -0.00022704255303484727 0.00098583613750262487 0.00099902724540391116 -0.00095786152806099636 0.0004563615914418552 0.00029981249282145535 2.1844390692072115e-05 -0.0013252589077484955 -0.00074324499902581347 -0.0036273743706684214 -0.00048232522496290109 0.001927924369456942 -0.0011430435042793458 2.286205581153217e-05 -0.00014420764011582044 0.0013285758116769633 -7.2210891491344696e-05 -0.0010285633599917895 0.0039176130659190518 0.0022397751807386301 0.0092933047815335623
leaf_count=42651 25174 54597 38611 2762 9595 23012 1212 14348 1368 11227 5727 1103 4590 24549 9088 7372 1478 18219 208 1477 1218 4738 9582 31057 1617 14487 163 350 325 26
internal_value=0 -0.00130162 0.0162529 -0.0362196 -0.0877568 -0.0116665 0.0186599 0.0263365 0.00343273 0.054044 0.0724617 0.0565883 -0.131904 0.0639876 -0.105258 -0.0770597 0.0237535 -0.122556 0.0117327 -0.0581554 0.195463 -0.0673268 -0.0552362 -0.0807835 0.0597817 0.0705963 0.097724 0.60882 -0.0430247 -0.0529655
internal_count=361931 287068 182381 104687 48514 102083 63472 62260 56173 80298 69071 63344 5693 38897 45752 36157 10566 25591 54805 74863 2695 72168 67430 56231 11199 57651 43164 513 23363 23038
shrinkage=0.00420677


Tree=1360
num_leaves=31
num_cat=0
split_feature=785 470 395 203 727 471 1065 789 1436 326 12 232 728 1037 520 651 955 563 1030 848 617 967 283 1469 633 590 704 1356 624 475
split_gain=100.116 71.8496 86.784 59.6974 51.9398 49.2849 47.9202 42.4234 42.1508 40.4404 38.1373 38.816 37.3767 36.5968 35.5875 34.6906 34.2386 35.5072 34.2112 33.268 33.0432 33.2422 32.4863 33.7155 34.2536 46.0783 32.2092 34.6408 30.6442 30.3771
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.1248358748350926 0.60428344764309971 0.65872944223055041 -0.59727736220901595 0.92584771804271815 1.0000000180025095e-35 -0.60489981398538839 1.0000000180025095e-35 1.1107569744011787 -0.56067130660624642 0.37128039972723353 0.99422031274767553 -0.0023128048514438936 0.48776982928048135 -0.20575281925485042 3.2009538167291431 -1.3184646215665221 2.0602254807584486 0.58895901036483078 -0.94894142114065827 1.1703909184639636 1.7690550317324971 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 -1 7 10 9 13 16 -7 -12 14 -2 -4 -8 26 19 -6 -18 21 29 23 -9 -25 -26 28 -28 -3 -15
right_child=1 5 12 -5 18 6 15 22 -10 -11 11 -13 -14 20 -16 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-1.8992204373530412e-05 -0.00025066555093655366 -0.00016418397285931872 -7.419873642791535e-05 -0.00025731322424328877 0.00014092394934938219 -5.2322353276605938e-05 -4.2384958081717659e-05 0.00026139083257153436 1.433515397062081e-05 3.9215350827279835e-05 8.9120242967826089e-05 -7.409396233326151e-05 -0.00010095657762119653 -6.5543157007972412e-05 1.5856423555089173e-05 -0.00032291281042168783 -6.234881429795626e-05 -5.2454641754985341e-06 -0.00017111034417070841 -0.00017401934872742118 -0.00023052920420322753 -0.00015099567852656188 0.00087075374869543566 -0.00014601022306968899 -2.08225756525515e-05 0.0008120152613584849 6.2251804495943959e-06 0.00019806962357257814 0.00030343174578449747 0.00013363809349502154
leaf_count=12551 11052 4909 21431 20163 16011 9355 4925 553 8422 21259 28021 4304 26248 9648 35082 1391 25099 18883 997 14229 8257 11644 102 20530 916 187 18528 2856 436 3942
internal_value=0 -0.0532686 -0.093605 -0.168377 0.0756841 -0.0252889 0.0288264 -0.0495179 -0.129535 -0.0314578 0.0544248 0.0859044 -0.0490911 -0.166074 -0.0201233 -0.132208 -0.0544708 -0.0867952 0.153975 -0.126588 -0.127575 -0.0874274 -0.13999 -0.146032 -0.162453 0.200195 0.00833983 0.0432946 -0.152477 -0.00789239
internal_count=361931 332372 155889 73128 29559 176483 47996 128487 52965 106199 41680 32325 82761 44543 56513 6316 84940 58211 17008 39328 33491 25234 22288 22186 21633 1103 26729 21384 5345 13590
shrinkage=0.000788493


Tree=1361
num_leaves=31
num_cat=0
split_feature=50 194 317 1160 1118 970 785 21 1230 1461 1461 1450 1460 1468 1464 1459 1451 1450 1451 1462 1464 1470 1467 1450 727 1168 1381 1449 1450 898
split_gain=32.368 53.1609 30.8325 27.3924 27.2698 26.7989 32.6039 36.3994 34.4666 33.8319 43.4038 34.73 39.4787 55.0266 75.3667 51.6526 39.9681 44.0348 39.3591 35.7323 31.8043 29.5021 41.6658 29.0463 28.5916 28.5345 28.3599 28.17 32.8855 27.943
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.68536004617275303 -0.35956322988332617 1.278368520573322 -0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 2.5032120688259147 4.9249071153624486 -0.70617196192585163 0.099810043912261961 2.4634311514058238 0.13308716897351316 -0.088205869773288079 0.19350284266606024 -0.60748307490299713 5.6954398451967423 2.3537553707775403 7.4517062765649493 0.11585700640814046 0.052368138980887803 0.42828692282830078 1.0000000180025095e-35 2.6997453631122013 0.26226086614380478 0.16831065019010841 0.45985934419641578 0.16840814195040213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 24 9 -9 11 -11 29 13 18 15 23 19 -18 -13 21 25 22 -14 -15 -2 -10 -25 28 -23 -8
right_child=5 -3 -4 4 -6 -7 7 8 20 10 -12 12 16 14 -16 -17 17 -19 -20 -21 -22 27 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00045874191767226796 4.8877960452083018e-05 -2.8187534430439806e-05 -0.00091685851909200245 -0.00072591307762195196 0.00089868491126557305 -0.00038382412082927042 0.00010485320812335501 -0.00029852434953977819 0.0001162532988648774 0.0021428630145357338 -0.0050477769364769866 -4.7889918169774787e-06 0.0033752668408367449 -0.0021264149016440984 -0.001090706253578416 0.0059243822548763871 0.0090448302608604585 -7.8949218584201038e-05 0.006119887450437623 -0.0029392706215531552 0.007790882839525776 -0.00097573966328766805 0.00057587242366751042 -0.00068498754993118378 0.0010635398389299046 -0.0013543357371778347 0.0096400360199562878 0.0032647342759858705 0.0048086691843822185 -0.0013663343525336699
leaf_count=39873 5679 90336 27321 2360 4659 20325 4172 52341 65011 1698 111 25006 2142 219 556 537 45 3134 95 200 48 1112 938 64 7826 2391 59 376 135 3162
internal_value=0 -0.037569 -0.0970463 -0.0584141 0.0746775 0.00675506 0.014904 0.00609687 -0.0130779 0.0624202 0.339597 0.0481608 0.0781161 0.0335349 0.432937 0.794577 0.209771 0.0218063 0.00611631 0.334741 0.0172921 0.37325 0.493255 0.102478 0.115937 0.0158833 0.894813 0.122501 -0.0501508 -0.0942522
internal_count=361931 164549 74213 46892 7019 197382 177057 163552 119791 43761 1809 41952 34618 26536 1435 879 8082 3179 25101 4903 67450 4703 3080 342 13505 67402 123 1623 1247 7334
shrinkage=0.00512803


Tree=1362
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 727 588 575 507 126 544 395 689 965 924 382 689 67 1450 1252 1049 911 1458 1443 969 858 819 785 1098
split_gain=88.3647 72.3819 83.3624 78.9431 72.0937 99.358 71.2816 69.4904 56.099 55.0341 51.0396 48.0138 44.3008 42.8874 42.3591 42.0736 40.1673 39.5536 37.4228 37.0508 36.9409 35.5007 35.4577 34.991 34.6191 35.7179 35.9761 34.0941 33.8439 33.7025
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.5400801409269973 -0.682906484622256 0.71188872395471614 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 0.10980254379742337 1.8999064755685127 1.0000000180025095e-35 0.72022076402865742 1.0000000180025095e-35 -0.2957953744690755 2.4192096387169548 1.511805152420109 0.80962313860796276 1.795029572017613 1.593744732512876 1.0920670469644722 1.0825608069246189 1.0000000180025095e-35 0.58460966528228819 -0.37373492001924641
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 9 4 10 24 -3 8 -8 14 12 -1 23 -14 29 18 21 -11 -5 -12 -17 -10 -9 27 25 -6 -27 -4 -23 -2
right_child=1 6 3 15 5 -7 7 22 16 17 19 -13 13 -15 -16 20 -18 -19 -20 -21 -22 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00010429350869370094 9.2955772328566478e-05 -0.00016600786702236322 -0.00014727974948516509 -0.00016196306686031952 -7.0014399057404921e-06 0.00032792583593995182 -8.6596553362540884e-05 0.00039552310929181437 0.00030553612379624877 0.00020155691121017256 -6.7130588159314955e-05 -5.545507165578906e-05 7.9200540653621821e-05 -8.2277850934503929e-05 -7.0346061693588152e-05 2.1429360478520397e-05 1.7676826718045571e-07 -0.00011961523859886622 -6.5397583541462883e-05 2.3446992750794774e-05 0.00089796789955187846 -0.00027010625398801399 -3.8073046681830878e-06 0.00013146881500692833 -0.00015969811134172469 0.00028079858183323542 -0.00029120510783577471 -0.00037410751044125327 0.00074973579886861033 -3.8753509416975576e-05
leaf_count=21198 15155 3763 28312 58408 13206 3368 5895 2823 3829 6561 31140 8361 6260 40216 23450 5154 3701 1519 21531 30944 171 581 823 1442 4247 2503 387 4382 103 12498
internal_value=0 -0.0493881 -0.0593817 -0.0787853 -0.0517141 0.0586823 0.0649578 0.118125 0.0518425 0.0143733 -0.0719369 0.0721395 -0.112131 -0.0703126 -0.0141839 -0.142018 0.159937 0.173214 -0.156649 -0.0254102 0.0659763 0.287583 0.365633 -0.184477 -0.000957645 0.0420326 0.246986 -0.203575 -0.130412 0.044755
internal_count=361931 332372 310854 251671 166407 23711 21518 17755 14109 59183 142696 29559 80612 46476 51103 85264 8214 8080 79939 62084 5325 4513 3646 34136 20343 16096 2890 32694 684 27653
shrinkage=0.000836755


Tree=1363
num_leaves=31
num_cat=0
split_feature=1431 667 707 840 497 365 181 1329 1452 1465 1459 1459 1450 1458 1458 21 1459 1450 1459 1466 1454 1463 1465 1469 1452 708 1464 1454 1465 1465
split_gain=32.5282 36.14 31.9666 31.2531 29.198 33.1567 32.5684 28.9789 28.5482 70.1412 56.5737 70.4711 62.2042 53.7583 49.2073 54.6009 57.9132 54.1003 53.6537 50.3745 48.8655 48.692 46 72.9689 97.8325 44.1612 44.0885 52.2369 42.5795 60.2732
threshold=1.0000000180025095e-35 2.8959165655566772 0.57902216170248921 2.6367356733857314 2.2206245932530155 1.252139075762716 1.0000000180025095e-35 0.60253887389679983 -0.58911782507014421 -0.58331477857565561 -0.16909159747159788 0.84568063206599431 -0.46548562301985819 -0.32317932039917258 -0.71693843586677841 -0.51252769393407926 -0.0082725336293530856 1.6430862106826085 -0.28315307149087915 1.1170366437019192 -0.40696913463973794 0.017504712771633606 -0.4704356069848657 -0.84637363804435373 0.85148356494928035 0.47843709717639576 1.20947575187956 0.17628833089535448 -0.52213209242895031 -0.53045922565799619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 -2 -4 9 10 26 12 -12 -14 19 16 18 -17 -16 21 -20 -11 23 -10 28 -23 -1 -28 29 -25
right_child=1 -3 7 -5 -6 -7 -8 -9 22 14 11 -13 13 -15 15 17 -18 -19 20 -21 -22 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0011067645863330365 2.3591471289299129e-05 -0.0020755537597345951 -0.00032172354605563023 0.0011628391845912921 0.00077948496766709618 -0.00075928235774192952 -0.00053366642734973397 -0.0011866400829710409 0.00031786109442688787 0.00023746464955849667 -0.0021807128320630821 0.0012130375441861939 -0.0019850110471734315 0.0008484275287535427 0.00054948452483861586 -0.00054852909205554479 -0.00049849922526415305 0.0016422240894830376 0.0038906276985397662 -0.0016083653992462349 -0.00083946312840850609 0.0012952537661560836 7.7095497273849329e-05 -0.00024663061633844243 -0.0016412355852068439 0.0042199485045713277 -0.00063023708279030257 0.006708056369214785 -0.0014253976926756518 0.0025663036222358139
leaf_count=9348 66272 2224 28764 2212 3436 10672 18498 7480 14227 3913 1812 3462 1162 2862 3607 23995 3737 1056 1128 865 355 2177 103312 31579 8495 642 157 236 3475 771
internal_value=0 -0.040885 -0.0371836 -0.0165468 -0.0230199 -0.0316829 -0.0167909 -0.102179 0.00483118 0.0457916 0.154936 0.0322269 -0.127043 0.0323203 -0.00654555 -0.0430034 0.113582 -0.0944374 0.269976 0.156083 0.630415 0.22206 -0.0109695 -0.063389 -0.113843 0.434106 0.270783 0.933606 -0.0623631 -0.0356994
internal_count=361931 139558 137334 101090 98878 95442 84770 36244 222373 60514 19039 9298 5836 4024 41475 33878 8827 25051 5090 7597 1483 6732 161859 58547 44320 2819 9741 393 35825 32350
shrinkage=0.00464461


Tree=1364
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1428 1456 1449 1459 21 1464 1468 1460 1461 1450 1460 1441 1457 1457 1457 1468 1459 1450 1461 1460 1456 1469 1452 1096 1455 1161 1467
split_gain=32.3549 70.8992 47.1596 30.3943 39.1596 39.8531 48.2714 44.7495 38.7043 39.4129 38.3934 47.2313 47.0803 50.2972 38.0643 36.7348 34.6716 33.3048 32.503 55.4608 41.7418 35.0861 31.9782 46.0833 32.3611 31.3429 32.1853 30.7685 30.4821 29.8425
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 1.0000000180025095e-35 1.0000000180025095e-35 -0.24555377864039682 0.46383055849355342 2.7023039193162686 -0.46492268522126184 1.2465044061975814 0.4801540438575525 1.6859053074631882 -0.35950514493807501 1.1891927820995118 1.7193014468115779 0.02373205303704019 1.2569076175657832 4.5199230557608798 1.2465044061975814 -0.23672275088034492 0.074398950847232179 1.5692664354072514 0.74209976395475563 0.37396721338577926 -1.0470123060412753 0.14410944150581126 1.0000000180025095e-35 3.6094271390138934 1.0300990262049112 0.55132319640754079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 10 -8 29 -10 11 18 13 -12 -5 -13 -11 -18 21 -20 -21 -2 24 -24 25 -6 -27 28 -26 -7
right_child=3 -3 -4 14 22 8 7 -9 9 16 12 15 -14 -15 -16 -17 17 -19 19 20 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.00053994150860831361 0.00036944711862932995 1.4314332777115418e-05 -0.00060941503405964343 -0.00012130573961755095 -0.00048789158883757962 -0.00055419789611019297 0.0011113005078602475 -0.0053013433671789956 0.00040586149880095799 -0.0013755134880763307 -0.0025634125719381979 -0.0027361871251842165 0.00032414645458063343 -9.8654612418225403e-06 -0.0014632397733458731 0.00062771379076504027 0.0016219934855270469 -0.0060229196738592261 -0.00034056486869592543 0.0042699469265510765 -0.00010275782070771487 0.0048554795680004082 0.011017565030428974 0.00058018915829739261 -0.00071061089372380956 0.00029297406204483291 0.0031881754214024955 -0.0064222229111012058 0.00059978809968548217 0.00032288777143664498
leaf_count=4151 34617 89418 70537 51856 1821 18840 10919 128 26885 3030 2162 1067 4358 1789 3236 673 805 65 909 938 368 198 39 3309 19499 995 706 121 2331 6161
internal_value=0 -0.036649 -0.100224 0.00758844 0.0241644 0.0419408 0.0820815 0.206699 6.55852e-05 0.0512883 0.0500828 0.0796757 -0.0846114 -0.266622 -0.0383771 -0.282432 -0.154833 0.20481 0.0961925 0.347697 0.625179 0.0790812 -0.0509725 0.147068 -0.0797592 0.107068 0.304047 -0.115128 -0.108699 -0.0650507
internal_count=361931 164106 74688 197825 142733 113912 58126 11047 55786 30785 47079 38770 8309 3951 55092 1740 3900 870 37030 2215 1306 34815 28821 3348 25473 3522 1701 21951 21830 25001
shrinkage=0.00502748


Tree=1365
num_leaves=31
num_cat=0
split_feature=1371 659 450 1427 1309 602 747 842 981 21 503 424 905 488 961 365 641 567 491 1107 147 422 1323 576 728 831 1154 498 1463 693
split_gain=32.0485 33.6086 50.801 34.6533 36.4656 34.1096 36.4838 32.4906 32.2747 31.4498 34.2699 29.7503 29.0648 27.9942 28.5194 32.3382 28.4254 27.9148 27.6543 27.3592 26.9004 28.806 26.8651 35.3632 26.7212 26.6346 25.8529 26.9639 25.7645 26.8104
threshold=1.0000000180025095e-35 0.62821384419828064 2.2203088264540187 0.48575677691355118 1.0000000180025095e-35 2.6455866734826223 2.2668746584208797 2.3752998519744484 1.469577105443127 -1.8362818876253988 0.78972116797878511 -1.2208522151917449 -0.26122049443864587 2.9515902317371174 2.7378363749037904 -0.13948906421337406 -0.39434440843808299 -0.15312677670205158 -1.6246187494653443 0.3189280274888156 -0.044493704381537387 -0.7657529161882809 3.0082871096711936 1.0000000180025095e-35 1.0000000180025095e-35 1.7961697169243773 1.0000000180025095e-35 1.82911433652524 1.4334175752012324 -0.6391716343615429
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 6 19 12 25 -1 13 -10 -4 14 20 -16 -15 -8 -2 -6 -11 -22 26 -24 -14 -5 27 -20 29 -28
right_child=18 2 7 8 5 -7 17 -9 11 10 -12 -13 24 16 15 -17 -18 -19 22 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0013554202324391779 -0.0017831278491349141 -0.00035913945886111237 0.0023203885963416267 0.00012025326827001199 6.2521594413317036e-05 -0.00097500502856418241 0.0019014003184787763 -0.0039329389649374715 -0.0025003420079371739 8.0886051885303018e-05 -0.00054803548623170322 0.0011690642871480116 -0.00033779590431537275 0.0022749723555931076 -0.00012290336253771011 -0.0019407182966009909 -0.00022789791924723057 -0.0014471458810429287 -0.00072935575822099608 0.00049836473740807162 -0.00082242540986412962 -0.00013154379934842794 -0.0031519479907060714 0.00396547301024942 0.0023655244222743257 0.001101427647226321 -0.00085458231406481408 0.0012104595585869836 0.0010989801584102555 4.1202949279923429e-05
leaf_count=1666 2486 46964 1122 56282 32939 2402 256 124 270 57427 24616 5006 1266 1135 3117 2686 1080 1870 20902 25297 10943 33743 138 314 469 2934 5995 969 1827 15686
internal_value=0 -0.00247887 -0.0567541 0.00777175 -0.00708251 0.0344702 0.0447141 0.200597 0.0536837 -0.0299413 -0.0338878 0.216247 0.244272 -0.017234 -0.022435 -0.201214 0.246321 -0.221992 -0.0710257 0.0551753 -0.0144697 -0.0584726 -0.0595307 0.500043 0.0773141 0.0376998 -0.0660041 -0.135142 -0.0150018 -0.0392709
internal_count=361931 313614 49945 263669 199177 62764 60362 2981 64492 136413 134747 5276 2857 110131 107916 5803 2215 2126 48317 58236 102113 44686 45831 452 1735 59216 45379 21871 23508 21681
shrinkage=0.00464461


Tree=1366
num_leaves=31
num_cat=0
split_feature=51 519 858 933 712 723 785 921 783 934 782 657 924 1400 762 791 1368 1108 579 1187 730 896 997 991 853 588 975 554 133 858
split_gain=31.7406 32.3904 63.1626 47.5839 49.3962 37.1037 52.0203 51.2626 81.9406 51.0894 45.0862 42.5567 45.424 40.7084 39.8057 36.8808 36.7717 36.0021 35.5704 33.958 32.8248 38.6783 34.7243 35.9259 32.4747 32.0895 31.7907 31.1953 31.0945 29.9009
threshold=1.0111847875080273 2.1420547332082829 1.0825608069246189 0.68806224955729689 1.0000000180025095e-35 -1.0570063487222232 -0.86283290253235112 1.0525743831388839 2.2099560249315608 1.0000000180025095e-35 -0.84243843966579501 -0.80522708219444705 1.8999064755685127 -1.2905849290888487 1.8387373041910313 1.4161025625550929 1.0000000180025095e-35 0.80365406586750676 1.0000000180025095e-35 2.9233416704799109 -0.33215574005720661 1.1780070679743837 1.8859961581257856 0.92095852375103993 0.91359539958596292 2.250834115212506 -0.84646522319475415 0.89290465401269925 2.7171092817986957 1.0825608069246189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 9 28 11 14 10 -1 -8 15 -14 20 16 -13 26 -12 -19 21 22 23 25 -5 -9 -11 -6 -7 -17
right_child=-2 2 -4 24 27 6 7 8 -10 17 18 12 13 -15 -16 29 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00204716005162398 -0.00029856451339725269 0.00012658138963449395 -0.0010874632146041672 -0.00095385258386768894 0.0014871488123076508 0.00042300823344377765 -0.00061524780981032435 -0.00026010473584050039 0.0018352452639845912 0.00043754795896889625 0.00012752053072126869 -0.00043732200485700274 0.0046976436215323079 0.00036504964798084237 0.0012482245183887339 8.4091015547720167e-05 -7.7839935887963452e-05 0.00059953614140988815 0.001014863537967498 0.0067589988314391645 -0.00063419475488124392 -0.0012668189634420181 0.0018884740005210997 0.0010774810938414406 0.0011166757050237322 0.0020440257229058212 -0.00048978748587637526 -8.3460826968150781e-05 -0.0016636016382503092 0.0013852757230185901
leaf_count=1690 54984 6295 2454 2686 7116 20739 30739 9134 2694 4736 14101 70718 212 12043 2315 14916 56447 4727 6719 71 8947 1699 1270 3083 866 539 15978 1328 682 2003
internal_value=0 -0.00136733 0.077516 0.119247 0.171818 -0.00830163 -0.0204696 -0.0322588 0.0529394 0.0477209 0.124781 -0.0473216 -0.0330409 0.0981983 0.0139388 -0.0448963 -0.0583878 -0.0205398 0.0943538 0.159802 -0.0143946 0.0395851 0.0753839 0.0418954 -0.0948817 -0.0244407 -0.0593012 0.272878 0.078207 0.0571965
internal_count=361931 306947 20745 18291 14739 286202 238180 216759 29681 48022 22510 187078 156339 12255 26987 144084 127165 25512 20820 4798 24672 15725 14026 12756 3552 9673 20714 8444 21421 16919
shrinkage=0.00455354


Tree=1367
num_leaves=31
num_cat=0
split_feature=691 1043 1459 62 1449 1449 1450 1449 1449 1451 1454 1450 1459 1453 1450 1457 1465 1455 1451 1463 1450 547 1457 1451 1455 1458 1458 1452 1470 1465
split_gain=31.5048 34.1445 32.7017 48.6196 46.0529 69.1812 66.8447 82.1588 72.5037 67.3349 55.3162 53.5755 53.5158 50.7155 65.6184 52.2569 46.4007 46.3116 42.9953 49.6606 43.7512 40.9846 40.6874 39.5966 39.3532 45.9245 38.7074 43.9657 44.9122 37.4598
threshold=2.2690240148833634 -1.2240551896020802 0.46383055849355342 -1.2811150420666217 -0.32183734465273589 -0.28903415273037497 -0.37346915815988274 -0.41360575089286639 -0.37867692400606195 -0.014448310177426709 -0.80169152520006459 1.6828091806376053 1.1875571719422735 0.75031102189492205 0.87081989481316024 3.9189526428767678 4.1805237560306479 0.5242327265902369 -0.15707538432179122 -0.12767128519717905 -0.28900078866492313 2.2607263609058417 0.25709782380710205 -0.25910899813774896 1.3141790966806519 0.80534149711599012 0.24391125146464598 -0.3127443824746548 -1.2363261431504455 2.0147527329400829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 11 16 9 17 18 -7 -6 -10 14 -11 -16 23 -9 19 29 -20 -5 -21 -4 25 -15 -25 -28 -29 -8
right_child=-2 2 4 21 5 10 7 8 12 13 -12 -13 -14 24 15 -17 -18 -19 20 22 -22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=-0.00037107348538682896 -0.00059612654259530711 -0.00035349208427509565 -0.00092330253518194214 4.776490868787962e-05 -0.0028862155485115605 -0.0021076903852923906 0.002300414928007484 0.007267947438264157 2.2989022982581705e-05 -0.0014361664723289969 0.00011827067620681429 0.0077198908884337954 0.0049087727726374866 0.0027727392523359501 0.0012819813712668553 -0.0042079146690959151 0.0068330528503179697 0.00027417669121986525 0.0088522816598029779 -0.00086811208135879772 0.0024976140248361921 -0.00058820744908245264 0.0014268734904428167 0.00088864307298921455 -0.0010618451504022378 -0.00064219076851630512 -0.0024823737267489951 0.0047611042173881252 -0.00038160090479447627 -0.0018593735395387393
leaf_count=34712 11522 51706 4189 184919 1179 1293 2619 326 759 3056 36983 38 235 1214 1757 179 62 109 92 1479 460 14662 1222 3857 556 446 885 164 1023 228
internal_value=0 -0.00559284 0.00092912 -0.0113669 0.0444711 -0.00217747 0.117869 0.208373 0.690903 0.154932 0.0130486 -0.554677 0.337644 0.0112426 -0.115994 0.18542 -0.0234435 1.33697 0.318303 0.261211 0.879363 0.00334196 0.0538132 -0.0377932 0.27242 0.42526 0.0752834 -0.172381 0.0951207 0.457751
internal_count=361931 350409 315697 251287 64410 39493 24917 14737 1429 13308 38276 1217 994 7208 4992 1936 10180 435 6100 5548 552 199581 2701 10118 2216 1660 5929 2072 1187 2847
shrinkage=0.00437672


Tree=1368
num_leaves=31
num_cat=0
split_feature=267 697 1458 1464 1464 1458 1465 1459 1468 21 1465 1470 1449 1458 1454 1469 1461 21 1466 1458 1459 710 1463 1461 1454 1468 1458 1450 1466 1449
split_gain=30.7503 29.6922 33.1238 33.2813 89.027 73.4181 58.8025 67.4968 67.8814 81.7611 65.326 58.5963 58.5323 54.2641 54.2149 70.9928 57.2003 53.3965 53.2677 51.23 50.0269 49.9891 49.5077 49.2792 46.7428 60.3899 49.9733 45.8067 45.0931 52.5458
threshold=1.0000000180025095e-35 1.6146804744781753 1.8460070869938618 -0.46492268522126184 -0.42913060951834736 -0.24405659694353735 -0.48615332439502884 -0.45816039207885656 0.26848612161457347 1.0003342417131433 3.116712650924125 -0.64105017935060171 1.0545051875381513 0.75803698021777388 -0.58754815837321106 -0.59852587169521521 0.56849382259836123 2.7023039193162686 -0.081864550713907927 -0.29910864056081804 -0.28730260517629524 2.2276597626323835 0.075761483801935647 3.2413757995883876 0.10128998396582999 1.1169629351287809 -0.10624242523561524 -0.19357895333263911 -0.095888829047244176 0.43239001757989953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 12 27 10 -10 20 -7 14 18 16 21 17 -1 -13 -18 22 -16 -9 -6 25 26 -20 -8 -22 -30
right_child=-2 -3 -4 4 23 11 7 8 9 -11 -12 13 -14 -15 15 -17 19 -19 24 -21 28 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00088375825095581288 -0.00027749935878772632 -0.00035887085168177048 0.00040432259304449875 0.002692315920609885 3.1943781447889568e-05 -0.00027218514949999798 -0.0012483552271710654 9.719448320818888e-05 0.00036342804690604622 0.0027196220454545725 0.0034272050374088091 0.00079935468130350879 0.00072518799725002818 -0.00038333481177266443 -0.00064032332604454796 -0.0018440493942657656 0.0015227921881415106 0.0023863916741402483 0.0013062815113921177 -0.0036020368373477262 -0.00088474363697693865 0.0029668498328913311 0.0027909134763074877 0.0010380075479871826 -0.00087888147105688152 0.0030724348925204089 -0.00035362467161910855 -0.00019011580001802739 0.00054226380135206204 -0.0013248707366860148
leaf_count=8213 45386 20694 13589 810 162214 19661 5869 1910 4677 1293 301 17457 2029 6735 3485 8364 1694 413 1872 230 7979 289 750 3286 3210 523 4963 7629 4970 1436
internal_value=0 -0.00156364 0.00380338 -0.00193971 0.0182749 -0.0321909 -0.0886773 -0.0324277 0.0419013 0.249173 -0.0317832 0.0274301 -0.182062 0.0841162 -0.219792 -0.332515 -0.0938019 -0.181185 0.128396 0.269332 -0.0535894 -0.0843275 0.246157 0.014229 0.000706683 0.10195 0.0396282 -0.162409 -0.105704 0.0298347
internal_count=361931 316545 295851 282262 166310 115952 61531 36814 23316 5970 17346 54421 24717 34760 22688 12138 10550 8626 28025 1924 17045 3774 2660 165500 10568 7358 6835 13498 14385 6406
shrinkage=0.0038864


Tree=1369
num_leaves=31
num_cat=0
split_feature=785 519 727 728 614 921 761 382 678 728 533 507 677 332 1237 588 326 705 1049 1077 706 531 1470 593 651 852 430 21 585 768
split_gain=100.599 65.4959 70.4815 57.9312 71.0803 76.3888 91.3188 55.6317 54.2805 47.1503 46.7728 46.6128 45.8268 43.7777 40.7896 39.3404 37.8138 39.8673 37.5016 37.224 36.5023 36.2926 36.1926 35.3974 35.0764 34.9461 34.024 33.9628 33.9121 33.3488
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 -1.0625654336828987 1.0525743831388839 1.5021234709567175 1.0000000180025095e-35 0.34708990927187483 -0.49008176997875957 1.0000000180025095e-35 0.65809631222906606 0.66908448271462528 1.0000000180025095e-35 1.4298092310842805 2.250834115212506 1.0000000180025095e-35 1.7937734320387331 1.2334500886949249 1.4357019976763823 0.85558832110916161 1.0000000180025095e-35 -0.31778773543280553 -0.58017643881618097 1.1107569744011787 1.0747610123934368 -1.2369097968503453 -1.0798509198017876 1.0000000180025095e-35 0.85107115424645852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 20 11 19 8 25 18 10 -1 12 -2 -6 16 27 -9 17 22 23 21 -3 -5 -10 -4 26 -7 -13 -11 -29 -14
right_child=1 2 7 4 5 6 -8 15 13 14 -12 24 29 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00019979431122960751 -0.00010553436709984798 -0.00020806330785365501 -0.00010560369670640157 -0.0001792175936599839 -0.00023765587046820433 -0.00011983414476977605 0.00015051113708285826 -0.00011593824132281983 -0.00012482392697334442 -0.00023825452802494598 -0.00013443267641764312 -0.00022960271337287407 -0.00015417475135256169 -6.927459545055746e-05 -0.00021676192849261761 0.00026850783036343895 -9.7656711919689746e-05 0.0005880972734325664 -0.00010610405586944254 -4.8805957164303225e-05 -1.6028760978418737e-05 -0.00028311630899759507 -0.000282390047574775 0.00021839039828496976 -0.00023695361410899402 2.5471913128097763e-05 6.1055171112394698e-05 8.1129712373638e-05 -3.328671180599905e-05 9.142973941337422e-05
leaf_count=3396 48652 6191 782 40090 36042 18038 4089 5060 7517 1200 55158 1067 6971 30847 1877 640 14904 176 1200 5243 3256 15560 11107 4389 1168 4488 8296 10808 12278 1441
internal_value=0 -0.172087 -0.0634078 -0.181264 -0.197096 -0.178269 -0.0723655 0.036177 -0.196898 -0.041542 -0.231875 -0.120839 -0.29394 -0.149767 -0.011726 -0.108588 -0.211173 -0.294204 0.165401 -0.275775 -0.201818 -0.295272 -0.306146 0.240706 0.00320134 -0.127236 0.0452586 0.0119693 0.0299794 -0.157675
internal_count=361931 332372 21518 310854 251671 190778 26615 12071 164163 29559 99612 59183 44454 64551 26163 5700 33704 18800 6371 60893 9447 55650 18624 5171 10531 22526 9363 24286 23086 8412
shrinkage=0.000700159


Tree=1370
num_leaves=31
num_cat=0
split_feature=50 56 1470 582 896 1188 1047 215 61 864 928 428 375 774 1002 772 513 547 1047 357 720 1452 1465 1457 1459 1457 1459 1013 1454 962
split_gain=30.7777 50.2713 28.5979 27.5301 30.8803 42.4422 29.1542 26.2667 34.4154 28.1776 36.8409 32.1443 34.3586 35.9372 30.6194 29.5015 29.0834 28.4207 27.7413 27.039 26.9012 26.4456 28.1018 50.1284 28.4958 40.3861 37.9207 27.2181 29.2171 30.2365
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.0844420916666788 0.13351389361957308 0.77421534435549644 -1.0035221563923056 -0.020726760382809562 3.2658335243644596 0.72275257928592751 -0.52992354128753727 1.1938857272673966 1.0591309280498242 -0.74616593400663189 0.69854289147193727 0.26841981085764727 2.0831197595613671 1.8342678577878966 -0.63376481519942951 -0.30291323520394875 1.0000000180025095e-35 -0.76841635434299438 -0.61415591281947812 -0.37562804806261624 -0.16909159747159788 -0.41944592117090779 -0.05064362051825478 1.0000000180025095e-35 -0.86730870454553399 1.6648469626718658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 8 21 10 14 12 16 -14 17 -16 -11 18 20 -19 -9 22 24 -24 25 -2 -26 -25 29 -29
right_child=7 -3 3 4 -6 -7 -8 9 -10 11 -12 -13 13 -15 15 -17 -18 19 -20 -21 -22 -23 23 27 26 -27 -28 28 -30 -31
leaf_value=0.00034452948584524755 0.0034109179559297237 -2.456536247340215e-05 -0.0017442277883587295 0.00016511505576797611 -0.00082051603071958104 0.0031062579425055492 -0.00055635452642782809 -0.00065534463724975056 -0.002329673697458266 0.00036899876219689912 6.739520880737333e-05 -0.0012727468191296391 0.001151393729969815 -0.0018069073208486733 0.00047642094153414104 -0.0011929611417566882 -0.0011337962927664349 0.00036168457192865025 0.00099412118980037002 -0.0022656698021083933 0.00080858536578814447 -0.00018357053967217468 -0.00086060434329023083 -0.00021623719903733065 -0.0027608559996773721 0.00075675142059724253 0.0006388524435805914 0.0050023148387268691 0.00076597491407005543 -0.0025147716304480729
leaf_count=4567 852 90457 6330 2648 2420 744 57383 2927 964 11128 58465 2724 583 1966 2609 1988 1582 1583 15551 865 2994 72182 5085 3637 488 2075 2378 313 4333 110
internal_value=0 -0.0368146 -0.093787 -0.111202 0.0430354 0.184533 -0.131038 0.00645264 -0.0218535 0.0295253 0.0458834 -0.048216 -0.00943165 -0.236876 0.1089 -0.0505214 0.0368564 0.140095 0.161726 -0.11506 0.0289053 -0.0177134 0.0551545 -0.0019412 0.181473 0.332718 0.0261401 0.104104 0.213264 0.765458
internal_count=361931 164549 74092 69525 5812 3392 63713 197382 92417 104965 86982 17983 15259 2549 28517 4597 12710 23920 21472 2448 5921 91453 19271 13478 5793 2927 2866 8393 4756 423
shrinkage=0.00483225


Tree=1371
num_leaves=31
num_cat=0
split_feature=1022 1016 1442 821 1436 1361 792 809 862 1234 712 781 72 1022 498 1469 1470 540 1371 1124 1051 1262 132 691 768 984 363 418 519 629
split_gain=30.6591 63.6432 43.1838 40.1605 37.6923 36.5934 32.9815 38.1078 34.5852 31.9468 33.0491 31.3844 32.6721 35.2045 30.4347 28.2477 50.9669 28.6165 27.8434 27.7679 31.7812 28.7298 27.1642 31.424 31.0758 31.4096 30.5835 26.5797 26.6463 26.5014
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2625182715263061 -1.3373200915743719 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.66649192610754393 -0.97446007815901359 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -1.4840379094527199 0.67527595557081987 -1.6005185478175963 0.17255606805766008 -0.4202855835043019 2.9110317759397999 3.4357416210103824 2.0552121700618291 2.5572094007754154 4.2650547548666031 0.2145296445534329 2.0429339742481996 1.6300313301321745 -0.75479219015037058 -0.65724388959987634 1.5860807182902523 0.65569131416984383 0.92013859657459618
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 15 8 19 -2 10 -10 12 -12 27 -9 -5 17 -17 -3 20 -8 -22 23 24 25 -11 -24 28 -14 -16
right_child=6 18 3 4 -6 -7 7 14 9 22 11 -13 13 -15 29 16 -18 -19 -20 -21 21 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001390328177242038 -0.0011251480612123523 3.1943728291013152e-05 -0.0017330300600150634 -0.00042866065156868088 0.00026862779204480747 0.00023417447815240306 3.7758650109633661e-05 0.0015389481891577431 -0.001387660189659475 0.0017905346466650018 -0.0010134202348921933 6.166394067164184e-05 0.00037494599110913173 0.0013348985447281818 -0.00031932875729315106 -0.00070401284099992178 -0.0023736218422488226 0.0038009875571530043 -0.0022076487561599814 -0.00098346922345024838 0.0013825351619668126 0.009290289552072728 0.00050328600999419745 -0.0019398468777387184 -0.00077351074260218692 0.00030987683655417966 -0.00094750715347767121 -0.0012900060718847902 0.0015212267815443825 -0.001172245698831385
leaf_count=15616 3057 89291 7322 23334 12882 7803 80191 1063 1111 2254 1657 14832 13892 10620 15343 7766 5834 232 1177 4084 1504 46 3068 967 3247 13874 8311 1192 3263 7098
internal_value=0 -0.0353022 -0.0938106 -0.0709571 -0.0550811 -0.0932038 0.00763257 -0.0170793 0.0418641 0.0502352 0.0863548 0.0962797 0.135925 0.151676 -0.0937295 -0.131958 -0.233886 -0.100069 0.00220055 0.00487764 0.0132155 0.320342 -0.00566661 0.0405 0.0591233 0.097266 -0.100412 0.0928306 0.113726 -0.109524
internal_count=361931 171257 80789 65173 57851 44969 190674 109329 81345 78288 46567 45456 30624 28967 23504 37166 13832 7998 90468 85825 81741 1550 31721 20342 19375 16128 11379 18347 17155 22441
shrinkage=0.0053352


Tree=1372
num_leaves=31
num_cat=0
split_feature=21 1462 915 401 1449 500 785 21 1469 1452 1452 1315 1452 1470 710 1466 1462 1467 1022 1369 1459 1462 1452 15 1458 1457 1464 1464 1467 1449
split_gain=29.9046 37.4184 32.4114 34.056 36.7124 34.5434 31.4301 34.5307 43.4571 61.9168 39.5937 44.6758 41.9868 45.6428 53.6648 44.5345 83.2075 42.2363 41.2162 41.9113 37.6498 36.2911 42.2439 36.2567 35.5842 66.0558 92.1097 86.9334 51.2189 70.2304
threshold=-3.2545899522946695 0.64216061943476632 0.35539985303639915 0.66778437295061321 3.0182001278972974 0.44645613106682785 -0.86283290253235112 -0.13431221002227373 -1.1256941366283033 0.85148356494928035 -0.18157124906225561 1.7644507160253569 0.010333415512314719 1.2788133595270414 1.5115140669602134 -0.34354569973795063 -0.19274214021374381 2.7970633290015203 0.67527595557081987 0.7268191085223229 1.3671217988033699 0.25644420496290959 0.96217136071467979 -2.173595503001144 -0.29018812659098675 -0.64778903421965739 -0.46204076373648789 -0.43279898335635575 1.0000000180025095e-35 -0.43673904769945043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -2 8 9 -8 11 18 -12 15 23 16 17 -14 -10 -20 21 22 -18 -15 25 -9 -27 -28 -26 -30
right_child=2 -3 3 -5 -6 -7 7 24 10 -11 12 -13 13 14 -16 -17 20 -19 19 -21 -22 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=-0.0039324470472003863 0.00033206750120292624 0.0027265618715271479 -0.00026276046071106116 0.00016671394064718626 0.0015877818105581398 -0.00088247499322596692 0.00019573565665919701 -0.00083231124167562035 0.00010826222672607837 0.0015329943846808982 -0.00092725962855842075 -0.00095023570750645361 -0.001178298190508892 0.013327932364566027 0.0049231510941114926 0.00020346672560155447 0.0027655814513178598 0.0016299934279496275 0.0005426836488445333 0.0022574250686757075 -0.0018552302412903291 0.00026115319204897522 -0.0042438177280497294 0.0003821840747785901 0.00024237965445355442 -0.00064588678190778605 0.0061836009178827794 0.00018876782849309157 -0.0010453666568354838 5.8147524028425285e-05
leaf_count=89 24109 627 41504 14334 942 18562 12894 18825 44802 4181 9037 4586 14140 22 361 17921 1319 535 9080 1571 668 3465 149 1788 40426 21438 202 29491 9124 15739
internal_value=0 0.418806 -0.0111867 -0.0569681 -0.0858705 -0.0946521 -0.000742769 -0.00847255 0.0203282 0.118615 0.000856008 0.041877 -0.0500733 -0.0177344 0.331105 -0.0364688 -0.119265 -0.226722 0.0588633 0.178353 0.116753 0.186731 0.496498 0.130109 -0.0324739 -0.0681679 -0.0263812 0.052548 0.00411452 -0.0733924
internal_count=361931 716 361215 75342 61008 60066 285873 261764 126519 17075 109444 60039 49405 40368 2171 38197 20276 14675 55453 10651 5601 4933 1468 1810 135245 69956 51131 29693 65289 24863
shrinkage=0.00455354


Tree=1373
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 728 726 1237 585 747 746 43 647 590 520 864 795 981 566 1298 487 575 734 624 1047 491 846 146 138
split_gain=86.9406 74.1732 52.4342 50.9485 51.902 48.7272 46.6791 40.8061 38.7326 36.0394 34.4011 36.7182 34.0984 34.0937 92.9596 33.5153 31.5457 31.4312 40.4864 37.8225 36.8956 32.8072 31.1026 30.9475 30.1301 29.9438 29.5468 29.5234 35.846 39.0211
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.49008176997875957 1.0000000180025095e-35 1.4298092310842805 1.0000000180025095e-35 6.1031850957970919 1.0000000180025095e-35 2.2744972866152193 -0.87782724458594241 0.58895901036483078 1.5103007336851382 0.72275257928592751 1.0000000180025095e-35 1.7060327193526743 1.9839842507384622 1.5690779363521359 1.2917861121850509 -0.34806466541374598 4.1956285434281462 0.16939575003393284 -0.34654259480853461 1.2715548986558056 -0.53268848306471728 2.2368666814773395 -0.98223957276639073
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 10 -4 -1 -7 9 -8 11 22 13 14 -3 -13 -9 19 -19 21 -21 24 -2 27 -5 -20 -27 -15 -29 -30
right_child=1 12 5 17 -6 7 8 16 -10 -11 -12 15 -14 23 -16 -17 -18 18 25 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00016434846892917498 -0.00011307418757194025 -0.00010367261838549441 4.6958668123968016e-06 -3.0160469365606253e-05 -3.9875824593766336e-05 -0.00013752071628130093 0.00019752378331358664 0.00029471132505438214 -0.00017917526843830124 4.4570458896917999e-05 0.00064772298797032761 -9.4623957113262362e-05 -0.00035583381879670286 -4.6644497162866657e-05 0.00049459510876820355 0.00028330099932860809 -0.00012299837614511514 -9.2640833916359463e-05 -0.00013629708865228176 0.00019374138379795169 -0.00026436668463466595 -0.00015198171150749117 -0.00027265306295421674 0.00076664310623118922 6.0140077639238405e-05 0.00045566871620404643 -0.00028844689877883172 -0.00014834513074882876 0.00083092064687843024 8.9952460182049444e-06
leaf_count=3396 13613 4660 34551 36054 45923 1345 11447 5497 1877 12839 169 6267 4157 28361 1349 1053 753 26904 757 6081 703 6798 20265 144 24369 1115 220 59609 318 1337
internal_value=0 -0.0470258 -0.0271435 -0.0435496 -0.0878601 0.0404476 0.073725 0.189219 0.102299 0.124733 -0.161729 -0.168615 -0.10604 -0.0981587 0.0680774 -0.0302847 0.257705 -0.0133305 -0.0737151 0.00967935 0.153777 -0.00634506 -0.214092 -0.111407 0.00801948 0.190007 0.358053 -0.11374 -0.145873 0.1796
internal_count=361931 332372 232437 190291 87290 42146 29559 7595 26163 24286 41367 41198 99935 95778 6009 7320 6250 103001 28996 74005 6784 67221 33878 89769 60423 2092 1335 89625 61264 1655
shrinkage=0.000942322


Tree=1374
num_leaves=31
num_cat=0
split_feature=785 470 395 203 471 1065 728 1085 56 1237 12 232 1243 706 509 712 736 21 585 651 332 996 1235 1322 794 485 1023 1458 597 1148
split_gain=90.2654 73.3316 86.9667 59.1786 51.9331 49.1166 45.024 39.3707 39.1444 38.7574 38.5613 39.0155 36.2983 35.2483 37.2992 34.5149 34.0746 33.037 33.0289 32.9393 32.2237 39.07 31.9221 32.7608 31.6195 29.7433 29.5126 29.8748 30.4458 29.7462
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.35930717134390644 1.0518754624258557 -0.49008176997875957 3.5775253332674297 1.0000000180025095e-35 1.4298092310842805 -0.59727736220901595 0.92584771804271815 0.14000445396469943 -0.33622886331437435 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -1.0798509198017876 1.0000000180025095e-35 1.1107569744011787 0.65944866827063242 1.0565563832172893 -1.24934742919911 1.1026701529524578 2.2041218380651819 -0.078655289782800383 7.4366709976304533 2.8238293063641735 0.4590488840311347 0.85514867284464147
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 12 10 -1 8 15 17 -6 20 22 14 -4 -2 -15 -8 -19 -7 -12 -22 23 -3 26 -10 27 28 -17 -29
right_child=1 4 13 -5 5 19 9 -9 25 -11 11 -13 -14 16 -16 24 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00015080644523460108 -9.3600319826040179e-06 -6.3363312942780328e-05 5.3616519019608978e-05 -0.00028663717785323974 -5.3954089604638215e-05 -4.5862753343938713e-05 -0.0001976922780127861 0.00099577504809067702 -0.00013153320505176989 -0.00016892373620266214 5.4935525822058822e-05 -7.8089817278207652e-05 -9.0247953581213577e-05 -3.7019112530506234e-05 -9.3738799783368767e-05 -0.00028021627540707471 -0.00014876424524786429 0.00019980014379330808 5.8749295078394779e-05 -0.00035402712521752464 0.00021636966084227175 -9.9992794855724291e-05 1.5046668058013736e-06 -0.00034389333663215684 9.7207848123333343e-05 7.4841232593253465e-05 0.0011743987274445509 0.00045158427084283171 -0.00011742011852376453 -0.00072144317975625101
leaf_count=3396 5963 19462 21310 20163 9355 4925 1200 92 6010 1877 16878 4304 42806 32106 10073 23237 19272 10808 12278 1391 9796 1347 64163 2056 1981 6502 39 476 8547 118
internal_value=0 -0.0489141 -0.0897998 -0.164907 -0.020606 0.0350165 0.0738516 -0.126136 -0.130202 0.101785 0.0609896 0.0926681 -0.0455451 -0.0451293 0.0116804 -0.175505 -0.0833025 0.124151 0.141434 -0.128153 0.119896 0.200439 -0.0205086 -0.100958 -0.21352 -0.0185098 -0.235406 -0.239928 -0.254071 0.265786
internal_count=361931 332372 155889 73128 176483 47996 29559 52965 52873 26163 41680 32325 128487 82761 31383 40361 51378 24286 23086 6316 28021 11143 85681 21518 34398 12512 32417 32378 31784 594
shrinkage=0.000887971


Tree=1375
num_leaves=31
num_cat=0
split_feature=785 728 728 1431 852 727 923 519 278 578 346 784 647 590 21 576 694 846 1122 146 20 1175 1357 1016 677 924 199 1452 1115 769
split_gain=79.1639 68.8027 53.5165 49.9998 45.0984 44.4536 58.7971 49.0529 42.1211 41.4789 37.9448 37.8701 37.1616 99.9583 35.9774 35.4796 34.2167 33.0899 32.5702 32.1669 32.8074 32.1298 30.0082 29.3954 60.497 29.3239 28.942 28.6383 27.8064 27.7267
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 -1.1833072469291228 -0.87905496296652397 2.4847975134223916 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.1032265037225084 1.2342127532274445 -0.53268848306471728 0.79579885031402708 2.888475460910541 -0.37168563270387045 -0.31923240808069592 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.8999064755685127 1.0000000180025095e-35 3.3900475580725948 -1.4723100388621082 0.038543951908705756
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 16 27 25 26 -4 11 -10 13 -3 18 -9 28 -14 22 -19 -21 -13 -11 24 -16 -8 -6 -7 -2 -22
right_child=1 12 9 -5 8 6 7 15 10 14 -12 21 17 -15 23 -17 -18 19 -20 20 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016686826423394058 0.00043449355614400687 -9.8067940163171132e-05 0.00026455486049987802 -9.7071702272050509e-05 -3.2656654362977778e-05 -0.00033960700740753603 -9.5612095982200343e-05 0.00018371057546350263 3.412368664568836e-06 0.00010283081179199099 -0.00023358997066214726 -9.3027799551724215e-06 -4.5015171797868569e-05 0.00044818426255435994 -0.00013421337194034451 -0.00037079219645629518 -4.5946062840094351e-05 -0.00013298929945217592 -0.0002361922724166003 -0.00023847450027263703 0.00019012215718495378 0.00013823276074547325 -0.00011783166554810357 0.00020723514431305565 0.00019585527435486333 7.6010612401244691e-05 -0.00024529143725014047 0.0007545288451793232 6.9691551184818674e-05 0.0015884465019444063
leaf_count=3396 751 4821 3407 35150 6397 3650 45607 3098 84756 5053 2290 7001 29774 1384 3207 368 13873 63616 1854 158 90 12704 2978 6035 3629 3804 4315 68 8605 92
internal_value=0 -0.0501924 0.0649625 -0.0310458 -0.0186037 -0.0608718 -0.095865 -0.0765592 0.00725817 0.0956682 0.0187416 0.0241168 -0.107022 0.0648093 0.0638184 0.150773 0.0202455 -0.120593 -0.0300534 -0.154136 0.527752 0.105308 0.0265977 0.138082 0.0449839 -0.097649 -0.136047 -0.374231 0.116708 1.11534
internal_count=361931 332372 29559 232437 197287 79824 56595 52877 117463 26163 106751 104461 99935 6205 22756 3466 23229 93730 9885 63956 340 19705 8031 12871 6836 49411 10712 3718 9356 182
shrinkage=0.000836755


Tree=1376
num_leaves=31
num_cat=0
split_feature=785 728 784 728 1022 921 1016 726 21 620 747 746 520 647 590 1236 864 570 282 15 11 990 1189 499 1145 1444 730 783 934 514
split_gain=96.1847 63.0532 53.7952 52.203 49.5477 49.0369 47.9724 41.2315 38.7401 40.8298 35.1138 34.7225 33.4702 32.7354 88.3416 31.7463 31.3934 31.2076 30.9368 30.3699 35.1152 30.1121 30.1003 32.7556 29.8291 29.8289 29.2089 46.3757 33.8968 29.9464
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.16760437365778322 6.1031850957970919 1.0000000180025095e-35 1.5103007336851382 -0.87782724458594241 0.58895901036483078 -0.66443602000037905 0.72275257928592751 -0.4998781572545779 -0.94278280720258245 1.5345964658009021 -0.92441224859975035 1.0000000180025095e-35 1.7359785281339166 -0.35642098641739844 1.0000000180025095e-35 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 6 26 10 -7 9 15 11 18 -13 14 -3 -5 -9 19 -2 24 -21 22 -19 -24 25 -15 27 29 -28 -4
right_child=1 13 5 8 -6 7 -8 16 -10 -11 -12 12 -14 17 -16 -17 -18 21 -20 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00014943865682735911 -0.00036892269089529447 -9.1772201820600096e-05 4.3187509058434429e-05 -4.1584509902755504e-05 -1.2542993732701381e-05 -0.00012096687661354433 -3.6981128242123691e-05 0.00025708043919700664 0.00014843087558934491 -0.00012958153401174322 0.0005729334901133674 -8.4112241952476023e-05 0.00024492503243205005 2.2716188244766987e-05 0.00041138665770987188 0.00018591712997705499 -0.00010606860039948762 -0.00019686028506164555 -0.00014902477086063459 0.0017514783675743875 0.00013730426098078327 -8.4398314320826149e-05 0.00052250275161514967 -0.00014337197268315119 -0.00015080413705481456 -0.00018356619848647863 0.00017798444320636449 -7.7924278754967644e-05 -4.0818219684586448e-05 0.0003668397394280156
leaf_count=3396 5009 4821 6880 3178 103001 1345 45923 5497 15031 3800 169 6267 1053 14892 1384 4154 753 24857 28869 38 2122 35218 535 883 11199 3986 5213 17685 3732 1041
internal_value=0 -0.0468117 -0.028485 0.0800877 -0.0451119 0.04005 -0.0888437 0.189431 0.110258 0.0176246 -0.160007 -0.166981 -0.0323419 -0.101364 0.0600631 0.108431 0.258404 -0.11415 -0.211305 -0.0520858 0.21322 -0.148367 -0.218251 0.152787 -0.0740048 -0.0177007 0.00443435 -0.0332256 0.108646 0.104121
internal_count=361931 332372 232437 29559 190291 42146 87290 7595 26163 11132 41367 41198 7320 99935 6205 7332 6250 93730 33878 32237 2160 61493 26275 1418 30077 18878 34551 25606 8945 7921
shrinkage=0.000820348


Tree=1377
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 923 519 727 65 784 576 647 590 1470 694 21 846 146 20 1059 1107 1452 1046 924 1115 340 77 1092 539 809
split_gain=84.0444 67.0548 49.1705 49.2591 47.9412 59.4929 51.4072 47.9371 44.0501 44.631 35.706 35.3199 99.9476 34.5091 34.3319 32.564 31.9634 31.9576 32.8057 30.7832 31.3942 29.0088 28.7412 28.5329 27.909 27.8045 27.7301 32.1305 30.5258 37.6956
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 1.0000000180025095e-35 1.3605314985471562 0.9594655836162902 1.1032265037225084 -0.87782724458594241 0.58895901036483078 -1.3664195657027294 1.2342127532274445 1.0000000180025095e-35 -0.53268848306471728 2.888475460910541 -0.37168563270387045 1.0000000180025095e-35 -0.70798317714492942 3.3900475580725948 -1.56246364468913 1.8999064755685127 -1.4723100388621082 0.54703477416996305 0.95053894427522623 2.9499917481720264 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 14 21 23 -1 9 19 -8 12 -3 -11 24 25 -13 -18 -19 20 -5 -6 -15 -7 -2 -9 28 -28 29 -17
right_child=1 11 -4 8 5 6 10 15 -10 13 -12 16 -14 22 -16 26 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.2626836775217476e-05 0.00042780837334268528 -9.9009413114813232e-05 -9.4758364593844173e-05 -0.00016220640614093772 -0.00033720016037098435 -9.6734484500568652e-05 0.00018190387369009179 7.8417359826309758e-05 -7.9033321623466954e-05 -0.00057009245854185207 -0.00036357055303598752 -4.4151044438967837e-05 0.00043645449721995831 -0.00033866107398182926 -4.4367848729406346e-05 -8.8854729159555218e-05 -0.00012902315555694667 -0.00023428011382666786 0.00091461730665385493 2.7858174561721492e-05 -1.5761165771053206e-05 0.00074418045574415432 0.00011250204510379621 6.916278864546584e-05 6.9250810168202575e-05 -0.00021048469465845661 0.00045261010403349904 -0.001746174356762456 0.00025984989767987101 0.00023539897724467765
leaf_count=12551 751 4821 35150 6469 3650 45607 3098 5708 19174 217 368 29774 1384 523 13873 2374 63616 158 182 49465 23769 68 17846 3804 8605 1185 1537 28 4311 1865
internal_value=0 -0.0501035 -0.0312052 -0.0188703 -0.0630432 -0.0993608 -0.0799423 0.0685526 0.00816403 0.0246367 0.15277 -0.106244 0.0612331 0.115051 0.0212488 0.144197 -0.119494 -0.15249 0.527264 0.00230504 -0.052557 -0.379285 0.124782 -0.101526 0.117892 0.0337902 0.224147 0.510126 0.178829 0.0590041
internal_count=361931 332372 232437 197287 79824 56595 52877 29559 117463 98289 3466 99935 6205 18586 23229 17008 93730 63956 340 79703 30238 3718 18369 49411 9356 6893 10115 1565 8550 4239
shrinkage=0.000820348


Tree=1378
num_leaves=31
num_cat=0
split_feature=253 973 1430 2 764 415 378 284 1061 1004 189 372 592 521 574 1124 1266 730 508 80 1151 799 519 705 854 341 556 531 913 981
split_gain=31.8396 32.6108 35.549 28.772 28.2503 28.1245 27.2332 27.0086 26.3395 116.03 28.0775 27.1468 30.3425 102.414 65.5959 31.9836 35.2424 31.8289 35.9815 29.1595 28.9131 27.7307 27.4592 33.413 26.5726 24.9997 24.9642 25.8085 24.0649 31.7414
threshold=1.0000000180025095e-35 -0.18632128089513963 1.4660437873930479 3.2235193044207455 2.3666436365133126 0.46450893195313442 1.0000000180025095e-35 -0.55123746033659349 -0.87357009987099121 0.59444477453878863 2.7059755265676442 -0.89164644713046382 -0.59494694347224619 0.61544172599432045 -0.71454879228704005 -0.71142406489878052 -0.64655429968564604 1.0000000180025095e-35 0.93928964529742032 -0.31576945381720672 1.481418445396719 -0.58454210970522613 2.1420547332082829 -0.16350178287644565 -0.87473648844905705 0.18332355186639873 -0.77035381307844075 1.9322150810946037 3.5968769682837647 -0.41733869355506081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 28 4 5 26 -5 -7 9 -1 11 22 13 17 -15 -14 20 21 -19 -16 -17 -13 -10 -24 -11 -12 -2 -28 -3 -30
right_child=1 2 -4 6 -6 7 -8 -9 10 24 25 12 15 14 19 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-7.5986187528841916e-05 0.00040160706428219475 -0.00040616345610363763 0.0003853949367961244 -0.0010243697817715464 0.00084155083238122812 -0.0010918418959993659 0.0052529868273581961 -0.00016740464479733151 0.00016933079957431215 0.0030835525426716947 -0.00013471790348961842 0.00044916467098112792 0.00013587567816783253 0.00022003315268670373 0.00087348634972283341 -0.00049879402975617809 -7.6196749191487453e-05 0.00019464116962415859 0.0020565833724898682 0.0026362493219395247 0.0005828652783727849 -0.00032827383334633445 -0.00036690031545634039 0.0018776740754151494 0.0012451363836187303 -0.0021002324233396156 -4.1202212280914258e-05 -0.0011879191128745983 0.0049569551782262722 -0.0051718803622511755
leaf_count=13064 10233 61599 4940 96 2847 5128 139 8306 25025 579 1295 4107 34828 2579 977 29969 87152 2863 854 1943 2091 17493 677 1309 3474 1526 34702 1965 127 44
internal_value=0 -0.0434353 -0.0833099 -0.00615699 -0.00936584 -0.0204399 0.784648 -0.123111 0.00283991 0.0849408 -0.00411347 -0.00163306 -0.0110688 0.0521746 0.318406 -0.0240267 -0.041671 -0.00892355 0.16911 0.531615 -0.109194 -0.0438354 0.0666344 0.299273 0.393173 -0.270233 0.00500671 -0.0244229 -0.101689 0.784341
internal_count=361931 130126 66710 63416 63181 60334 235 13434 231805 17117 214688 211867 184856 30816 5499 154040 119212 25317 3717 2920 32060 21600 27011 1986 4053 2821 46900 36667 61770 171
shrinkage=0.0038864


Tree=1379
num_leaves=31
num_cat=0
split_feature=785 728 1431 727 852 727 923 519 278 346 784 388 647 590 576 694 21 1175 982 708 348 1452 924 199 77 539 809 1092 1469 275
split_gain=87.2922 66.0658 49.7208 45.7005 40.5219 42.9734 59.8771 47.5154 41.4596 38.4435 38.7658 35.5233 37.3543 93.1215 35.4229 34.4701 32.8822 31.6178 30.5836 35.7508 29.8231 29.2529 29.0674 28.9268 27.8561 32.7107 36.7958 31.7187 27.8233 33.3474
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 -1.1833072469291228 2.4847975134223916 0.9594655836162902 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.1032265037225084 1.2342127532274445 1.0000000180025095e-35 -0.31923240808069592 3.0854258727671673 -0.55689657685208205 -1.2239035338659037 3.3900475580725948 1.8999064755685127 1.0000000180025095e-35 0.95053894427522623 1.0000000180025095e-35 1.0000000180025095e-35 2.9499917481720264 -1.3263328046252252 0.4022431516292117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 15 21 22 23 10 -10 12 13 -3 -9 -2 -5 -12 20 -20 -13 -7 -8 -6 25 26 -18 -26 29 -14
right_child=1 11 -4 16 8 6 7 14 9 -11 17 18 28 -15 -16 -17 24 -19 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-2.075498332940244e-05 9.4424872967710979e-05 -7.7583370154912071e-05 -9.7013390383544285e-05 2.5726534537801721e-05 -3.4333640043669348e-05 -0.00033498372685553368 -9.3108965624570338e-05 0.0001772440795820458 -1.5949499594486681e-07 -0.00023353831442629244 -1.0840824143366242e-05 -0.00041858867132895457 0.00075706825217788628 0.00047441478866802465 -0.00036547605528211363 -4.6735742929242823e-05 -9.1555668829991811e-05 0.00013255382801303161 0.0010651014219856454 -0.00059049708518607948 -0.00015432166768302493 0.0007497849641047345 7.4316150544880772e-05 -0.00024248668641861626 0.00045164774114911317 0.00026222714492860804 0.00022871707952697959 -0.0017241263698687581 -8.7326389067515154e-05 -0.00040448272468000172
leaf_count=12551 9356 3918 35150 6893 6397 3650 45607 3098 84756 2290 7001 3341 220 1190 368 13873 2374 12704 146 103 16705 68 3804 4315 1537 4311 1865 28 74210 102
internal_value=0 -0.052374 -0.0336308 0.0684256 -0.0212308 -0.0612772 -0.0956818 -0.0762057 0.00325468 0.0146393 0.020049 -0.108024 -0.0876899 0.097399 0.147371 0.0183814 0.142239 0.102165 -0.217498 0.647858 -0.231636 -0.376432 -0.0969595 -0.138749 0.222488 0.177148 0.0531401 0.509069 -0.102686 0.490929
internal_count=361931 332372 232437 29559 197287 79824 56595 52877 117463 106751 104461 99935 79640 5108 3466 23229 17008 19705 20295 249 20046 3718 49411 10712 10115 8550 4239 1565 74532 322
shrinkage=0.000820348


Tree=1380
num_leaves=31
num_cat=0
split_feature=785 728 1431 728 852 278 727 539 923 1237 784 1175 43 647 590 694 21 585 570 990 766 1051 1421 353 902 15 1010 199 1325 519
split_gain=112.289 73.7948 56.8559 55.2304 48.4678 42.9489 42.1855 57.3738 51.0463 40.8908 38.6946 34.3963 34.1995 35.6751 92.0436 33.73 33.7126 32.8547 32.1438 35.1657 32.9983 32.0522 31.7701 30.097 43.1589 29.7054 29.5951 28.9256 28.5608 27.845
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.49008176997875957 -0.22706799479215015 -1.1833072469291228 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 1.4298092310842805 0.9594655836162902 -0.31923240808069592 2.2744972866152193 -0.87782724458594241 0.58895901036483078 1.2342127532274445 -1.0798509198017876 1.0000000180025095e-35 -0.4998781572545779 1.0000000180025095e-35 -1.8402647513514425 3.5926503781727646 1.0107116206971127 0.63280207191488913 2.0947916829856985 1.9016026118134437 3.0713252103476614 1.0000000180025095e-35 -0.68688066482863919 2.1420547332082829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 6 27 15 8 -8 16 -7 -12 13 14 -3 -2 -5 -18 22 -20 -21 23 25 24 26 -15 -10 -6 -4 -9
right_child=1 12 28 9 5 10 7 29 21 -11 11 -13 -14 18 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001509398228859976 8.7248069076092965e-05 -9.1154018827065437e-05 -0.00018650693814411886 -0.00017288547418728003 -3.4671117455347281e-05 -3.1794537037945522e-06 -0.00035813910747680924 -2.6033228382407854e-05 -0.00015742322087149624 -0.00015081418757975895 -1.716421711671573e-05 0.00012779397923712483 -0.00030953584725354689 -4.0429590173272329e-05 0.0004159954340523976 -4.953135795295765e-05 0.00018973460720127865 6.2518736020932895e-05 -0.00018570885771493345 0.00076338391658174276 -8.897434431916032e-05 0.00071900346663644787 -0.00026191776035944584 -1.034977661841464e-05 0.00013638036909219571 0.00026543418949543252 0.00039885779113203642 -0.00023859124825290144 -6.5571483794310832e-05 0.00016454935349143786
leaf_count=3396 9356 4660 11894 1200 6397 86616 2982 10815 29509 1877 7203 12932 4157 26943 1349 13873 10808 12278 25073 125 33733 142 2801 8479 1980 1094 269 4315 23256 2419
internal_value=0 -0.0553153 -0.0355163 0.0813966 -0.0222576 0.00450767 -0.0659944 -0.100026 -0.14575 0.112329 0.0160858 0.0972912 -0.114014 -0.10613 0.0636413 0.0128702 0.135243 0.152654 -0.119633 -0.154636 -0.105078 -0.124021 -0.0559307 -0.128327 -0.164129 -0.0328906 -0.1874 -0.139914 -0.125829 0.0142501
internal_count=361931 332372 232437 29559 197287 117463 79824 56595 43361 26163 106751 20135 99935 95778 6009 23229 24286 23086 89769 58931 33858 40379 30838 40237 31758 28037 29778 10712 35150 13234
shrinkage=0.000804263


Tree=1381
num_leaves=31
num_cat=0
split_feature=785 728 728 784 1022 1016 921 726 21 620 795 566 981 1298 487 647 590 570 582 990 1002 1237 551 701 382 766 1453 281 15 11
split_gain=110.126 78.4551 61.4666 55.4874 53.5742 53.7879 53.1836 43.9815 42.0556 41.2461 37.0635 42.9625 40.673 37.5656 37.4613 35.9292 89.7586 33.7456 33.2569 33.0651 32.7453 32.5045 32.3982 36.4077 36.6909 30.4224 30.3835 30.3073 30.1495 34.8463
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.16760437365778322 1.0000000180025095e-35 1.9839842507384622 1.7060327193526743 1.5690779363521359 1.2917861121850509 -0.87782724458594241 0.58895901036483078 -0.4998781572545779 -0.49654814501204031 1.0000000180025095e-35 0.69854289147193727 1.4298092310842805 0.70075070563467123 -0.97301416038372524 1.0000000180025095e-35 -1.8402647513514425 0.51954049301251548 -0.48485357901650905 1.5345964658009021 -0.92441224859975035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 18 26 -8 9 21 11 14 -12 -13 22 16 -3 28 -2 -19 -9 -4 -6 -24 -25 -21 27 -5 -17 -30
right_child=1 15 8 6 10 -7 7 20 -10 -11 12 13 -14 -15 -16 17 -18 19 -20 25 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00017051116191113482 -0.00023243151216347852 -0.00010088281347351037 0.00012902814772136411 -0.00011778937382773852 -1.9984416677077015e-05 -4.3249531291435981e-05 -0.00013238931949775351 0.00026957981986885145 0.00015467393561849281 -0.00013428240277451217 -9.3413472695990309e-05 0.00017438715571325012 0.00014782968495245276 -0.0002352986846631779 -0.00014938350551654958 -7.3190691437338533e-05 0.00041481785231112201 -0.00019901822728040343 -9.9949645625818922e-05 0.00069383198513842928 -7.6170227554853715e-05 -0.00024479804865363517 -0.00015237620975270405 0.00022296593713484907 1.891381615125621e-05 -0.00010323494184982476 9.7520317031672034e-05 1.0650796007405481e-05 0.0017616711821399204 0.00012715828605524713
leaf_count=3396 15938 4821 6494 9434 48206 45923 1345 5292 15031 3800 26904 6081 2092 703 6798 30077 1384 26275 25429 143 958 838 1919 5044 5254 35075 7226 17891 38 2122
internal_value=0 -0.0562669 0.0789121 -0.0358793 -0.0526924 -0.0979267 0.0334337 0.188337 0.111577 0.0153891 -0.021784 0.00313942 -0.0871103 0.15631 -0.013883 -0.1167 0.0518045 -0.129975 -0.172711 -0.165284 0.25925 0.106288 0.00145998 0.0956981 0.141284 -0.117845 -0.00350411 -0.037226 -0.0657886 0.197374
internal_count=361931 332372 29559 232437 190291 87290 42146 7595 26163 11132 103001 74005 28996 6784 67221 99935 6205 93730 41367 61493 6250 7332 60423 12217 10298 35218 34551 27325 32237 2160
shrinkage=0.000836755


Tree=1382
num_leaves=31
num_cat=0
split_feature=785 728 1080 576 728 290 519 693 377 583 578 689 794 712 938 485 803 868 784 560 21 195 399 647 590 1049 555 648 651 872
split_gain=105.091 77.2817 54.1323 55.5071 53.1985 47.777 39.4496 59.8756 48.6415 44.434 39.2729 38.8579 38.1559 43.5664 66.049 47.1773 45.9033 49.6667 46.4622 36.6667 36.3707 34.7707 34.5893 34.3074 93.0955 34.2062 34.589 33.9479 33.8965 32.8229
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 -0.64782611375555454 -0.49008176997875957 2.1089670232183031 2.1420547332082829 -0.98300741503454236 1.4210717172751071 -0.99544907250003589 -0.87905496296652397 -1.1110989058077336 2.2041218380651819 1.0000000180025095e-35 1.0000000180025095e-35 1.3228158288677994 1.9682860324222273 0.53022336195039899 -0.90362276233551631 0.27624968313908543 1.0000000180025095e-35 1.3909106807663625 2.1487506720385596 -0.87782724458594241 0.58895901036483078 1.8103308729369734 1.1732743397418397 -0.88317827147603734 1.1107569744011787 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 11 12 -8 9 -9 -6 -2 13 15 16 19 17 18 -15 27 -12 29 -14 24 -3 26 -11 -5 -16 -4
right_child=1 23 21 6 10 -7 7 8 -10 25 20 -13 22 14 28 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015220895226821402 2.4993559077724535e-05 -0.00010213406995363279 1.0242911554951674e-05 0.00025618539660789418 0.00026454716480924331 0.00014135431658779792 -0.00025049058988094695 -0.00021067906907500461 0.00042477698144463577 0.00020928519474974614 -1.3254542888408015e-05 -0.00011297890803813714 0.00011660017954430357 7.5728529112077846e-05 -0.00014698838521330984 0.00018690409689738817 0.000150485640619933 -0.000215447395087133 -4.5767718355570311e-05 -6.7102209899439866e-05 0.00012489770503049474 -0.00025303408812173215 -0.00047612264657046415 -0.00010402587085363247 0.00041316207305393515 -0.00016142845411035441 -0.00014473274104332456 2.1725957371180961e-05 3.979723529230313e-05 0.00023715512902421681
leaf_count=3396 8611 4821 3130 2340 3407 2809 1509 1263 1230 5837 9885 54573 7500 12516 28783 4218 4031 5091 47713 15431 12871 689 325 93730 1384 967 856 15491 3407 4117
internal_value=0 -0.0537279 -0.0334645 -0.0404012 0.078507 -0.0990876 -0.0196379 0.0920871 0.144234 0.093251 0.108857 -0.113875 -0.0301317 -0.0387654 -0.0626953 0.0239802 -0.0270954 -0.041659 -0.0256068 -0.00490931 0.0779799 0.130911 0.113547 -0.113799 0.0508854 0.149733 0.200748 0.0630579 -0.151024 0.172079
internal_count=361931 332372 232437 224501 29559 65993 158508 11662 10153 8923 26163 63184 146846 139021 101541 37480 69351 65320 60229 33262 22756 7936 7825 99935 6205 7660 6693 17831 32190 7247
shrinkage=0.000820348


Tree=1383
num_leaves=31
num_cat=0
split_feature=785 728 1431 728 852 727 923 519 278 1237 346 784 694 576 595 21 585 1175 322 1189 747 647 590 924 969 1452 199 1049 1150 405
split_gain=89.0882 68.1682 53.8686 49.922 49.8916 44.5309 57.8708 49.0274 41.6051 39.4076 39.0689 38.2319 35.8491 35.3667 35.2814 33.1 33.1727 32.3351 30.9538 30.3443 30.1954 36.3085 46.2952 29.6871 29.4248 29.192 29.1713 28.6902 28.5255 28.2117
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.49008176997875957 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 -1.1833072469291228 1.4298092310842805 2.4847975134223916 0.9594655836162902 1.2342127532274445 1.1032265037225084 1.0000000180025095e-35 -1.0798509198017876 1.0000000180025095e-35 -0.31923240808069592 1.4725277493311824 -1.0096337021262032 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.8999064755685127 -0.25826253550662231 3.3900475580725948 1.0000000180025095e-35 1.4391907879700609 1.4765539603247655 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 12 25 23 26 15 11 -10 -2 -9 18 -5 -17 -13 19 -3 -21 22 -22 28 27 -7 -6 -23 -8 -4
right_child=1 14 29 9 8 6 7 13 10 -11 -12 17 -14 -15 -16 16 -18 -19 -20 20 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015447676282471335 9.7451219481831268e-05 4.2952041873554366e-05 -8.0034356095288673e-05 -0.00018718438568787502 -3.0664589677969204e-05 -0.00033980225885476016 -8.2887458795785672e-05 0.00018113311039462201 4.248476727469662e-06 -0.00016197198578469125 -0.00023596930913289988 -8.3570165669522403e-06 -4.9328677768415962e-05 -0.00037211050248912723 -0.00018188910604020254 0.00018778504536803397 5.4514803693676728e-05 0.00013949573195607781 -0.00022094531045597349 -0.00011558343419584457 -3.6535097256874973e-05 -0.00017845323224177293 0.00053624117973480583 7.4725308339317282e-05 3.8515636159648226e-06 0.00076569376313142016 -0.00024400331561600904 0.00021958560950223623 -0.00025321730845925843 -0.00026164379382532946
leaf_count=3396 9356 10011 30055 1200 6397 3650 40752 3098 84756 1877 2290 7001 13873 368 20323 10808 12278 12704 7036 38406 1123 8150 702 3804 13501 68 4315 683 4855 5095
internal_value=0 -0.0507748 -0.0317424 0.0711912 -0.0188345 -0.0632361 -0.098231 -0.0791079 0.00834091 0.100699 0.0197364 0.0251885 0.0178227 0.147915 -0.107288 0.123282 0.140604 0.106684 -0.087216 -0.0742543 -0.0934574 -0.0315275 0.255682 -0.100168 -0.0591681 -0.374227 -0.134002 -0.169763 -0.116866 -0.119766
internal_count=361931 332372 232437 29559 197287 79824 56595 52877 117463 26163 106751 104461 23229 3466 99935 24286 23086 19705 79612 72576 62565 24159 1825 49411 22334 3718 10712 8833 45607 35150
shrinkage=0.000836755


Tree=1384
num_leaves=31
num_cat=0
split_feature=785 728 1431 728 852 727 539 923 278 1237 784 854 927 712 647 590 1175 694 943 585 1051 734 1469 275 871 199 1463 1116 625 1188
split_gain=88.0255 79.5331 53.5138 52.6947 45.9821 47.6899 58.2735 51.5663 43.413 40.3231 40.1411 39.0878 38.4812 37.3103 36.0424 89.628 34.6924 34.5503 34.28 33.224 32.8555 32.6696 31.6886 30.6635 29.3823 29.0068 28.967 31.1949 28.8597 30.4833
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.49008176997875957 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 -1.1833072469291228 1.4298092310842805 0.9594655836162902 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.31923240808069592 1.2342127532274445 1.4693784537238983 1.0000000180025095e-35 3.5926503781727646 4.1956285434281462 -1.3263328046252252 0.4022431516292117 2.4008401756919917 1.0000000180025095e-35 0.093599294775546141 3.0978055213067548 1.4260075025251424 1.633571908596829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 17 7 -7 25 11 -10 -5 13 19 15 -3 -12 -2 21 -13 -9 22 23 -16 26 -6 27 -24 29 -4
right_child=1 14 28 9 8 6 -8 20 10 -11 16 12 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016130435361326484 0.00010045768944935421 -9.7122077072518882e-05 -9.6240160260290146e-05 0.00031685736979358565 -3.3716693725659973e-05 -0.00037165890909736236 1.5252709778651845e-05 -0.00010502828965958717 -6.7351311942036026e-07 -0.00016540809597846123 -1.4086703317699236e-05 7.6075304296324242e-05 0.00028170121916181996 0.0001117806217754135 0.00076502609048689535 0.00041849233350716125 0.00013737142678175044 -4.3705719250652949e-05 -0.00025199470641160886 -0.00016342937173618625 0.00076066412170924195 0.00073072629011089517 -0.00012478011002679175 -0.00036782097380521673 -0.00034773193186534232 -0.00024619484798139331 -3.9071954690174103e-05 0.00058055578094677953 -0.00028626716230497267 0.00017926089638828604
leaf_count=3396 9356 4821 29794 2383 6397 2982 13234 40237 86616 1877 7203 3203 2714 12541 229 1384 12932 13873 8741 3445 142 131 54944 100 3126 4315 26250 209 3795 1561
internal_value=0 -0.0515224 -0.0309578 0.0696125 -0.0180976 -0.0607202 -0.0968853 -0.143 0.00796893 0.0999264 0.0196098 0.122741 0.095053 0.0630547 -0.112452 0.0564643 0.102312 0.0232404 -0.125773 -0.0572926 -0.121154 -0.112608 -0.115007 0.512087 -0.118675 -0.137247 -0.11145 -0.144905 -0.11864 -0.0973656
internal_count=361931 332372 232437 29559 197287 79824 56595 43361 117463 26163 106751 24286 21903 19189 99935 6205 20135 23229 93730 6648 40379 84989 84858 329 84529 10712 81403 55153 35150 31355
shrinkage=0.000836755


Tree=1385
num_leaves=31
num_cat=0
split_feature=733 785 727 1357 1051 21 885 1237 706 1458 869 797 450 1466 1038 1450 1466 1457 1454 1468 1460 1458 1463 1452 864 749 568 1400 223 837
split_gain=34.7677 35.1288 33.2275 30.2346 27.6518 27.605 33.811 31.984 30.0365 35.8371 29.9927 30.9395 42.2368 29.5131 33.5854 28.7358 43.7607 34.2753 33.5525 27.7386 33.4985 31.5255 29.8537 31.1636 27.705 27.3146 37.3628 30.8469 28.8687 28.5014
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.3962008022525787 3.0856045387256095 -0.70163543588998201 1.0000000180025095e-35 2.2873089397629531 -0.34486521972324052 7.4645545680660215 -0.57653763495970078 0.63961785378869596 2.2203088264540187 -0.39724054634453393 -0.91409124654085305 -0.40458312552186665 -0.43963506823211579 -0.51175468959518622 -0.94795818613911831 1.2465044061975814 0.045996065348618519 1.0000000180025095e-35 -0.012623584535252523 -0.53272055574872967 0.72275257928592751 1.0000000180025095e-35 -2.1108527219163427 -0.83730841025551084 3.5923140031796867 2.7702451675723716
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 8 -7 10 9 -3 -8 13 -13 15 -15 16 18 -17 -12 20 22 -22 -19 -24 -14 29 -27 28 -28 -10
right_child=4 3 -4 -5 -6 6 7 -9 25 -11 11 12 24 14 -16 17 -18 19 -20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-6.156809429957221e-05 -0.00029713315418923093 0.00043532890284008461 0.00060370888881441064 -0.00040881203931594112 0.0019018826483097743 -0.00024863142062324031 0.00033490657791936861 -0.0009419385896507975 0.00035307987729555468 -0.0054299286735859003 0.0029845966587436607 -0.00046894421580341464 0.0016313063508905875 -0.0010026549431020125 -2.5584186553336365e-05 -8.3062747955360488e-05 0.0023150319372678887 0.00022369307742136786 -0.00034598119878787611 -0.00071095911548141929 0.0025108899352703907 0.00033021413068981298 0.0025330610716465685 0.00067697857279713401 -0.0014110429967413127 0.0043077948249051661 0.0003885546620755071 -0.00049561197796865492 0.0091339465631980112 -0.0033732274735516037
leaf_count=10471 71145 23733 14288 24385 622 71598 21480 3972 13093 78 248 20045 1093 3736 31563 5668 502 5690 9652 978 1627 773 996 2078 262 153 4041 17709 27 225
internal_value=0 -0.00461983 0.0723805 -0.0125992 -0.0658152 -0.0056991 -0.0188442 0.00394679 0.0381442 0.0980631 0.00991243 -0.00885481 -0.0824027 0.0144317 -0.0267958 0.0666051 -0.0257833 0.117961 -0.0608888 0.181903 0.21164 0.431533 0.149476 0.311739 0.252036 -0.0072278 -0.0625078 -0.0718242 0.111456 0.0713601
internal_count=361931 290164 24759 265405 71767 241020 181961 110363 59059 23811 106391 84911 21400 63511 35299 28212 10402 17810 9900 12142 11164 2400 8764 3074 1355 35248 21930 21777 4068 13318
shrinkage=0.00420677


Tree=1386
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 544 278 727 539 923 346 784 694 1292 540 595 537 1189 1367 1175 50 21 155 9 706 1051 353 902 1010 583 914
split_gain=101.313 77.6489 56.8221 52.3216 49.5127 46.81 46.573 59.2701 51.1395 40.2937 37.2711 36.0595 34.7131 34.6153 39.3152 37.2205 34.9054 34.4373 33.7255 33.0292 32.4247 32.275 30.897 30.919 30.6906 29.8655 44.1219 30.1221 29.7623 32.3833
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -1.1833072469291228 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 2.4847975134223916 0.9594655836162902 1.2342127532274445 1.0000000180025095e-35 0.35001124564692748 1.0000000180025095e-35 2.1533051290640106 -1.0096337021262032 1.0000000180025095e-35 -0.31923240808069592 1.4829784501753427 -3.9164670491403295 0.85791629766231614 -0.6568624016424246 0.45399774809688326 3.5926503781727646 0.63280207191488913 2.0947916829856985 3.0713252103476614 -0.55326332990463356 3.2762546484437549
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 12 -5 11 8 -8 10 -7 -2 17 14 16 -15 21 -1 -12 20 -18 22 23 -3 25 26 27 -10 -13 -30
right_child=1 13 -4 5 -6 9 7 -9 24 -11 18 28 -14 15 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-6.4109214060226934e-05 9.226675090275366e-05 -0.0001782241560498805 -9.669907289058726e-05 -0.00011193043309668346 -4.9925279183209734e-05 5.0105860990028084e-06 -0.00035169847621895441 1.2400897205644225e-05 -0.000155069433969617 -0.00022477467508144925 -9.8085003417813342e-06 6.5787140674735043e-05 0.0001723559906220174 -2.6949442025927487e-05 -0.00020338038375822604 0.00046499744209426667 0.00055823881486724938 0.00012182540114676382 0.00013218399062942551 2.3260934239412093e-05 -0.00012556393565006944 -0.00021745814847359566 -1.7719279286963549e-05 0.0003324219069890989 0.00068409529814409265 -1.1291669186380201e-05 0.0001356973628702016 0.0003939382266231149 -0.00011767987128229909 0.0011169142402852538
leaf_count=4800 9356 591 35150 10712 8361 84756 2982 13234 29509 2290 7001 4586 10329 14500 18186 446 186 6069 12704 5267 51350 1990 5358 2061 142 8479 1980 269 9234 53
internal_value=0 -0.0527281 -0.0324434 -0.0192058 0.0771074 0.00857782 -0.0645832 -0.100272 -0.146667 0.0206586 0.0261898 0.0182182 0.130234 -0.112877 -0.134306 -0.012232 -0.110274 0.0486405 0.106475 -0.133356 -0.154758 0.0262241 0.0929128 0.296912 -0.124952 -0.129168 -0.164772 -0.188264 -0.0586695 -0.137127
internal_count=361931 332372 232437 197287 29559 117463 79824 56595 43361 106751 104461 23229 21198 99935 84989 14946 66803 10869 19705 56803 51536 10000 8010 2652 40379 40237 31758 29778 13873 9287
shrinkage=0.000788493


Tree=1387
num_leaves=31
num_cat=0
split_feature=785 728 519 727 382 712 784 921 1431 588 1230 1237 830 730 783 714 588 827 938 1452 868 784 512 43 647 590 1003 1061 570 990
split_gain=107.36 77.8989 59.4256 86.3943 53.4735 51.6665 51.1717 51.6389 41.7176 39.3307 39.204 38.0774 37.8353 36.206 50.863 36.1296 58.8208 56.6425 55.5752 41.5709 38.7363 39.1861 39.1632 34.8496 35.6861 92.9461 34.7081 38.9027 33.1366 35.178
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 0.9594655836162902 1.0525743831388839 1.0099929608726099 2.250834115212506 2.3457019632811744 1.4298092310842805 1.8227892136636004 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 2.250834115212506 -0.36836247429892682 1.0000000180025095e-35 0.62995620057108082 0.53022336195039899 -0.90362276233551631 1.7364793524751543 2.2744972866152193 -0.87782724458594241 0.58895901036483078 1.4914078932498127 -0.87357009987099121 -0.4998781572545779 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 -4 10 -1 8 13 15 -6 -5 -7 -9 14 -8 17 18 19 20 -2 21 22 -17 24 25 -3 -23 -28 -26 -30
right_child=1 23 3 4 9 11 7 12 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 26 -24 -25 28 -27 27 -29 29 -31
leaf_value=-0.00014960390724954778 4.0885441664028367e-05 -9.0862443330391873e-05 -0.00015131480607923672 0.00025836939307981402 -2.9266694299494932e-05 9.8448822389344697e-05 6.8908202891536388e-05 9.6518679632194896e-05 -0.00011990999192696845 0.00038541215373322679 -0.00017778035154631403 -0.00014112159618939461 0.00045978143460117328 8.0053789687518163e-05 -9.8308198445135278e-05 6.6548560173919065e-05 8.9184375323627462e-05 -4.5095665605659125e-05 -0.00013196322947549429 0.00026170632096731556 -0.00018421152092020841 -7.2971739539464108e-05 -0.00022933188250818531 -0.00030176734691908839 -4.5207252935296069e-05 0.00039890450856507894 0.00040143935969684757 8.9710598444650507e-06 -0.00018150892494557926 -8.4332771917261615e-05
leaf_count=3225 11220 4660 3824 5842 5060 24442 7388 6265 27080 640 529 1892 859 8324 16536 14687 6275 25547 31316 2768 5968 43381 1623 4157 30838 1349 693 6612 25073 33858
internal_value=0 -0.0573595 -0.0370147 0.0814061 0.161529 0.0763797 -0.0475765 0.0215737 -0.0645408 0.0201188 0.286823 0.105259 0.179383 -0.0165052 -0.060065 -0.0513919 -0.0721432 0.0055285 -0.0861374 0.114059 -0.0546335 -0.0407558 0.0530257 -0.117603 -0.10964 0.0600789 -0.0703272 0.0639033 -0.123127 -0.158618
internal_count=361931 332372 232437 15895 12071 29559 216542 39372 177170 5700 6371 26334 7124 32248 23924 150090 110555 39535 104280 13988 72964 66996 16310 99935 95778 6009 50686 7305 89769 58931
shrinkage=0.000773033


Tree=1388
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 50 56 728 1470 540 1237 1307 1039 519 1450 854 927 712 263 426 1356 1220 710 125 694 257 712 955 944 148 382
split_gain=99.1568 73.9098 55.4448 59.5924 51.6532 61.1659 48.2317 44.2632 41.0253 40.6332 39.5921 40.4746 36.1576 33.9031 33.8894 35.9711 36.214 33.5281 33.4765 38.9762 36.3819 36.0126 35.5183 33.786 32.3477 37.8656 36.6357 38.0039 35.1187 31.9932
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 0.55630078546380823 1.0000000180025095e-35 -0.49008176997875957 -1.2954595170378473 0.99026637822014563 1.4298092310842805 -0.69391358866071406 -0.10172660196377835 2.1420547332082829 -0.35262914890079794 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 1.6445160113075163 -0.59869248298360589 1.1703909184639636 1.0000000180025095e-35 1.3536697095467554 1.5320262332576917 1.4410699139383063 1.0000000180025095e-35 -0.63779424894106762 2.3308467365638124 0.53713281317862982 -1.2590762938126818 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 7 -1 -2 18 14 11 -9 -6 -10 -8 16 -16 24 20 21 -7 22 -20 -23 25 -3 -26 -28 -27 -14
right_child=1 17 3 -5 12 8 9 10 13 -11 -12 -13 29 -15 15 -17 -18 -19 19 -21 -22 23 -24 -25 26 28 27 -29 -30 -31
leaf_value=-0.00015374445220159657 5.1286752109404978e-05 -2.7367181893789504e-05 2.9248948474434987e-05 0.00037794951593142842 -9.7477697135146748e-06 -0.00018046477318418456 0.00030893508098463082 -1.1431903362731322e-05 -3.6626832264752257e-05 -0.00016894311398656296 -0.00016467211644635957 -0.00016054363146934396 0.00033045142167497364 0.00011748111575643148 -4.4169590742261698e-05 0.00028268180486499948 0.00011609417933938972 7.4902169764656145e-05 -8.5330638557893924e-05 0.00010208405402513305 -4.4767476987308856e-05 0.00023093009447351624 5.7908304144799625e-05 -2.5184654171162035e-05 -9.2848502162539716e-05 -0.00060136570397592223 0.00013960647104433696 0.0013450936409914447 -0.00020206727894131859 2.3552925021311753e-05
leaf_count=3396 5605 6188 10762 1780 56605 13459 2383 19030 8051 1877 46183 12737 1738 8698 6648 2714 12541 3060 37640 6621 18251 2615 6217 4295 33606 1577 519 104 24766 2265
internal_value=0 -0.057029 -0.0413932 0.093666 -0.0492007 -0.069105 0.0714199 -0.122389 -0.0372064 0.100311 -0.140388 -0.0789674 0.00300711 0.0522978 0.123197 0.0975243 0.0666875 -0.131293 -0.0575684 -0.0281461 -0.119612 -0.049352 -0.0728956 0.0912598 -0.145119 -0.211149 -0.098073 0.464281 -0.259952 0.185663
internal_count=361931 332372 262552 12542 250010 189402 29559 83555 105847 26163 77950 31767 60608 16749 24286 21903 19189 69820 89098 57388 31710 50767 43857 6910 66760 32531 34229 623 26343 4003
shrinkage=0.00085349


Tree=1389
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 728 921 578 726 647 590 747 746 21 520 150 788 519 613 815 703 624 1122 943 734 1469 864 1357 1292 953
split_gain=98.0228 77.716 50.4709 55.0592 58.3179 50.0265 47.5849 39.5902 39.2564 39.0358 106.423 38.4681 36.2569 35.8839 33.4111 32.7755 35.3648 41.4596 38.7153 34.8563 40.6793 33.5792 32.6162 32.5069 32.9544 32.3694 31.5869 31.3925 31.0037 43.906
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0525743831388839 -0.87905496296652397 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 6.1031850957970919 1.0000000180025095e-35 1.0000000180025095e-35 1.5103007336851382 -0.66526323656178599 0.38349571241217301 0.65569131416984383 1.0000000180025095e-35 0.67237773758774566 -1.341024582220359 -0.40073922472529894 0.79579885031402708 1.4693784537238983 4.1956285434281462 -1.3263328046252252 0.72275257928592751 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 11 -1 -4 -7 -8 10 -3 12 -2 22 -14 -5 -17 19 -19 21 -21 -18 27 24 25 -11 -10 -9 29 -15
right_child=1 9 6 15 -6 7 8 13 26 23 -12 -13 14 28 -16 16 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014730350940902998 -0.00018274769951653501 -0.00010051260477474812 4.8817649378268142e-07 -6.4762949034244096e-05 -3.6392307925722159e-05 0.00026350136955115543 -0.00011957530583483464 0.00011192642214819735 0.00024990739231723095 0.00042621823161066469 0.00045191373749318216 0.00059752435252897389 -9.0606059322302041e-05 -0.00010164571621254159 0.00023715407707098791 -1.7766948088220838e-05 -0.00019080183527659471 0.00030769319970790342 -4.8427919856683836e-07 -0.00043437843432458874 0.00017304091105793418 2.5642238734945901e-05 -0.0002216852685390407 -0.00024306804436464603 0.00072065800329205478 -9.715732025400885e-05 -0.00011356319360370426 -0.000108831198053914 0.00021103442101928402 0.00017792608702335585
leaf_count=3396 33878 4821 34551 30166 45923 3407 1345 5053 5497 329 1384 169 6267 3127 1053 51998 3514 3103 1827 405 4629 7359 1854 8741 131 84529 753 2978 6300 3444
internal_value=0 -0.0509772 -0.0306449 -0.0467172 -0.0926542 0.0768883 0.035577 0.106349 0.182455 -0.11125 0.0646554 -0.170584 -0.177802 0.0753241 -0.0407109 -0.0153068 0.00741877 0.080252 0.241334 0.0262323 0.162963 -0.045215 -0.0182322 -0.125123 -0.112315 -0.114726 0.249593 0.0382774 0.14923 0.0502359
internal_count=361931 332372 232437 190291 87290 29559 42146 26163 7595 99935 6205 41367 41198 22756 7320 103001 72835 20837 4930 15907 5034 10873 9885 93730 84989 84858 6250 8031 12871 6571
shrinkage=0.000820348


Tree=1390
num_leaves=31
num_cat=0
split_feature=43 862 693 1229 1437 4 1463 1464 1463 1453 1458 1454 1458 1451 1462 1153 785 1312 1292 1450 1455 1467 497 622 617 1460 1463 1457 73 1454
split_gain=35.3665 34.1303 35.0387 37.6775 38.5874 36.2227 33.1946 35.1491 32.6098 40.7391 33.5949 44.4157 50.0481 31.6361 44.1848 31.4372 31.2131 30.4726 30.1416 29.4839 32.1768 33.9311 28.8865 28.5874 28.4561 26.6603 32.4572 42.1038 29.1595 28.5293
threshold=1.0000000180025095e-35 -0.97446007815901359 -0.038823445884877399 1.0000000180025095e-35 1.0000000180025095e-35 0.75182919787956626 -0.043407658172389896 -0.025103616233642181 -0.23884079478003004 0.15065792239285117 0.0082849315030576309 0.59451361664333191 0.14052504452646655 0.43306149721146375 0.41759252774457617 1.2227683615572176 -0.86283290253235112 -0.40351853371345775 1.0000000180025095e-35 1.0083501533591206 0.55756586538399933 0.33834051249941316 2.0895063784560848 1.7495309781073354 1.3680112666802988 0.64450141300588693 2.2947497171446982 1.3789366748870187 -1.1681867695895729 -0.47921441570843964
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 15 7 8 22 10 19 12 -12 -11 23 18 -9 24 -3 20 21 -10 -4 -15 -8 26 27 -19 -28 -30
right_child=-2 2 6 4 -6 -7 17 16 9 13 11 -13 -14 14 -16 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00067594160646029214 -0.00031604568203919318 -0.00046934515446184514 -0.00013287357097927435 -0.00017660727070918479 0.00031881137478750301 -0.00094791371465745657 0.00070393906913336602 0.0013545732797412117 -0.0016844107479870832 -0.0027063424859676351 0.0041271694099282641 0.0052565957736104936 -0.00087665373951024918 -0.0016126226444837827 0.010707843486164088 -0.0010234659648855995 0.00015962073181526376 -9.3205945676033412e-05 0.00011294378895511185 0.0047893733995439556 0.0013226336277754782 0.0009509527283110557 0.0011582266791750795 0.0082255695199058582 -0.00057429039453918309 0.00074665067225539292 0.0051860057260960397 0.0016361221941960033 0.0036097030360227721 -0.0021390359876660779
leaf_count=11263 74777 22916 42624 44693 28163 12641 20954 2577 4047 1940 246 191 1082 354 32 6734 26725 21066 24547 101 672 722 1780 35 2542 5370 65 1533 87 1452
internal_value=0 -0.00539375 -0.000899072 -0.026852 0.00596952 -0.0699299 0.0238113 -0.00437491 -0.039432 -0.163697 -0.0761481 0.20671 0.0485327 -0.428078 0.119379 -0.045029 0.0554444 0.0658892 -0.0254439 -0.165973 -0.191364 -0.26182 -0.0145995 -0.128413 0.122703 0.0181172 -0.0139307 0.00852288 -0.306627 -0.366686
internal_count=361931 287154 275891 139694 72856 66838 136197 83128 53826 9422 7061 1519 1328 2361 421 54197 29302 53069 47463 5542 5441 4769 44404 389 23496 29573 24203 22599 1604 1539
shrinkage=0.00483225


Tree=1391
num_leaves=31
num_cat=0
split_feature=785 332 395 678 203 544 1065 728 1449 1430 1449 12 1290 657 83 1392 706 736 1002 1325 1299 1465 1452 1181 1079 285 1470 698 56 763
split_gain=94.4587 73.779 140.044 74.7408 61.4388 48.1983 43.5414 43.1873 42.6795 41.007 37.8259 38.8697 37.2495 36.8567 35.4515 32.6077 32.3992 34.4125 32.3376 32.9736 31.9486 30.5011 34.1873 29.6136 29.4412 28.5465 28.3433 31.3716 30.1031 28.5921
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 1.0605395091208547 1.0000000180025095e-35 1.0518754624258557 -0.49008176997875957 0.74561756370782817 4.2254883379486126 1.6354124814891826 -0.51091933474878426 1.0000000180025095e-35 -0.29429909822911982 1.0378231048752518 -0.89269559412756616 -0.3535015761321067 1.0000000180025095e-35 0.69854289147193727 -0.18965696746808317 6.2176215555430128 -0.41120921193798426 0.52142301186363793 -0.82558963626255444 3.0729769241839433 -1.1152437199248966 -1.2126727935954851 0.17293205488490113 1.0000000180025095e-35 -1.0891542178506903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 12 7 21 10 23 9 20 11 15 -3 -8 -14 -5 -4 -18 19 -13 26 22 -1 -2 -19 -10 27 29 -28 -9
right_child=1 3 16 6 -6 -7 13 8 25 -11 -12 18 14 -15 -16 -17 17 24 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=7.3599124461795631e-05 -0.00025447292216992983 -2.8337499751265117e-05 1.4012887632908829e-05 -0.00028729810055571812 -0.00030381128511967008 -5.8889352441520689e-05 8.455842461808051e-05 0.0013825807031008423 0.00047458412378960802 0.00092447552067334462 0.00025440798288372391 2.4972744549244755e-05 -0.00013188923861984401 -0.00020266900141944228 1.8531428828485504e-05 -1.0873134279090355e-05 -2.9167977802928331e-05 -0.00014746897495160964 -7.3732981799083715e-05 0.00015256429610181749 0.00090064084310331684 0.00016243682230233209 -0.00024001168581671062 5.6758678344968366e-05 0.00061758387682653531 -4.6848366737203474e-05 -0.00026084712720560741 -0.00035969270740997895 -9.144213755419069e-05 0.00010486377755731098
leaf_count=6776 1858 87842 30816 2004 20329 8361 2010 77 487 94 2605 11540 31459 3901 7398 10087 32414 19120 3919 13845 70 13021 1401 6593 163 5999 29309 736 6029 1668
internal_value=0 -0.0547004 -0.0955429 -0.0262992 -0.190393 0.0707277 0.0384398 -0.150656 -0.1876 -0.22496 0.0611009 0.0456315 -0.0570726 -0.120521 -0.11681 -0.0565258 -0.0389471 -0.0749724 0.0840043 0.110598 -0.231097 0.123265 0.0230322 -0.000703226 -0.159006 -0.0049591 -0.235981 0.0136535 -0.258036 0.189531
internal_count=361931 332372 155762 176610 73249 29559 49911 52920 44469 37983 44000 41395 126699 5911 38857 12091 82513 51697 29304 25385 37889 21198 8177 8451 19283 6486 37819 2481 35338 1745
shrinkage=0.00087056


Tree=1392
num_leaves=31
num_cat=0
split_feature=785 728 728 784 1022 921 1016 726 1237 747 746 647 590 795 566 981 1298 487 21 585 520 570 551 701 382 1002 50 973 282 730
split_gain=110.956 75.5864 56.1636 54.7258 55.4065 54.5329 54.007 43.7972 38.355 36.2108 36.4227 35.7539 97.3437 34.1146 41.2299 40.2418 36.7153 35.8642 33.6514 33.516 33.4687 33.2393 32.1824 34.6926 34.5665 32.0776 31.7599 31.4591 31.0778 30.8288
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.4298092310842805 6.1031850957970919 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.9839842507384622 1.7060327193526743 1.5690779363521359 1.2917861121850509 -1.0798509198017876 1.0000000180025095e-35 1.5103007336851382 -0.4998781572545779 0.70075070563467123 -0.97301416038372524 1.0000000180025095e-35 0.69854289147193727 0.55630078546380823 -0.089283776459394754 -0.94278280720258245 -0.33215574005720661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 29 9 -7 18 10 28 12 -3 14 17 -15 -16 22 -4 -20 -12 -13 -6 -24 -25 -9 27 -23 -2 -5
right_child=1 11 8 5 13 7 -8 25 -10 -11 20 21 -14 15 16 -17 -18 -19 19 -21 -22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015058663017572475 -0.00036452229847770055 -9.9522410965489084e-05 -0.00017053491993264188 -3.3765548660689682e-05 -1.892856284370818e-05 -0.00012319727705737378 -4.1091512613559182e-05 0.00025501314847256612 -0.00014133198836307383 0.00055021757044800609 -8.8967251591385316e-05 -5.0996327542365929e-05 0.00040700056747132094 -8.5327329875543946e-05 0.0001614767030910213 0.00014111852211723267 -0.00022063764937241531 -0.00013811029154742508 0.00018526459488870314 5.9292942712003005e-05 0.00022637214257828777 -0.00010943856843296191 -0.0001390740383359717 0.00020631814453524555 1.9398011814185257e-05 -6.7601811354418254e-05 -5.5711681821810026e-05 -0.00021637756536078452 -0.00015446237371662683 8.0846086044358831e-05
leaf_count=3396 5009 4821 1200 25606 48206 1345 45923 5292 1877 169 6267 32237 1384 26904 6081 2092 703 6798 10808 12278 1053 24562 1919 5044 5254 958 14163 22768 28869 8945
internal_value=0 -0.0557941 0.0800937 -0.0357608 -0.0524758 0.0331495 -0.0985126 0.190201 0.111314 -0.173478 -0.180479 -0.115174 0.0528973 -0.0210004 0.0029279 -0.0837785 0.153197 -0.0137586 0.133496 0.150897 -0.0430157 -0.128445 0.00125607 0.0953444 0.139895 0.261011 -0.163531 -0.199213 -0.225473 -0.0042883
internal_count=361931 332372 29559 232437 190291 42146 87290 7595 26163 41367 41198 99935 6205 103001 74005 28996 6784 67221 24286 23086 7320 93730 60423 12217 10298 6250 61493 47330 33878 34551
shrinkage=0.000788493


Tree=1393
num_leaves=31
num_cat=0
split_feature=470 533 140 43 1454 1392 705 566 143 785 590 689 941 626 772 623 967 340 1199 1384 1306 462 296 1107 1458 1173 1098 1250 500 678
split_gain=35.9575 60.1335 43.903 35.2966 36.1513 32.3494 32.3464 37.0452 30.2252 30.0608 29.5584 33.2486 31.894 29.4137 30.8475 28.9676 31.7378 28.8426 25.9682 31.6296 25.9452 25.5501 25.8144 24.6985 25.5583 26.966 25.8173 27.1207 25.9138 24.4931
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.48546444577241915 1.0000000180025095e-35 -0.80169152520006459 -0.31509801393811826 0.9500464794385356 2.549193755649195 3.0703274795902598 -0.86283290253235112 1.0000000180025095e-35 0.41500081905592562 3.0707296396180284 1.4669762110987208 1.3083282245069312 0.013244380158074776 -0.1001710636296588 1.3931997016493665 1.0896792675243712 -0.47234992353821886 1.0000000180025095e-35 1.0000000180025095e-35 2.5743886057921941 -1.5784508779477524 2.705011497421657 0.4064128877901802 -0.65750918523183322 -0.52327288294769148 1.6522630389105106 0.98573251906422088
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 8 10 18 20 -4 -3 12 -12 13 -2 -15 -1 -17 23 29 -20 -8 -11 -23 -6 26 -26 27 -25 -28 -7
right_child=5 9 3 -5 17 6 7 -9 -10 21 11 -13 -14 14 -16 16 -18 -19 19 -21 -22 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=-0.0011781607593829154 -0.00030911410435288282 0.00052017582851589521 -0.0010690477229438732 -0.00091171808098230306 -0.0021094235410442424 -6.9363236184690939e-05 0.00046774370833876705 0.0019164588146832172 0.0076976742983079242 1.3592956247130729e-05 0.00037724278290482741 -0.0002848601041807742 0.0016362005698626271 0.00019513765639486919 0.002742101978762756 0.00016895611877730882 -0.0012320985458693181 -0.001348667395121845 0.001455063992592872 2.2970637161448828e-05 -0.00052444611236582468 -0.00031071418050720876 -0.0022990545016670647 -0.00095535710211388776 0.00044809524124859627 0.0039742282687352439 0.0003717294977284399 -2.0207944637415295e-05 -0.0014244014924079422 0.00036196157055285285
leaf_count=17737 59237 6794 5729 10365 885 64500 14982 1129 47 60838 17151 10244 625 4772 380 5420 3795 2424 2200 2988 2420 21490 742 5191 494 242 15858 11422 1106 10724
internal_value=0 -0.0432423 -0.101453 -0.0627298 -0.0347086 0.00329014 0.0293582 0.106859 -0.24031 -0.00688595 -0.0277635 0.0329531 -0.054458 -0.0600384 0.0976056 -0.205241 -0.0838931 -0.0086958 0.0101465 0.161833 0.0828687 -0.0198075 -0.0891794 0.0064054 0.0147309 0.405116 0.00311843 -0.0691539 0.0683643 0.00031275
internal_count=361931 170579 80715 53763 43398 191352 98943 18531 5776 89864 92409 27395 65014 64389 5152 26952 9215 37622 80412 5188 17402 83070 22232 35198 34313 736 33577 16613 16964 75224
shrinkage=0.00412428


Tree=1394
num_leaves=31
num_cat=0
split_feature=785 519 728 962 872 727 652 816 382 507 728 831 588 689 1230 1237 588 706 332 464 1450 1031 277 590 657 815 965 21 1116 430
split_gain=95.2625 69.0888 74.5425 81.3436 76.9815 66.0269 63.0328 63.044 55.9076 48.8218 47.8398 47.4738 40.8182 40.9968 39.8034 38.8187 37.8582 37.7174 37.6486 49.7927 40.8004 37.4316 38.569 37.3883 36.6809 35.0481 34.757 33.8139 33.6925 33.4461
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 3.0757328524286596 1.0000000180025095e-35 -0.98896428961744431 0.98567350059335823 1.0000000180025095e-35 0.65809631222906606 -0.49008176997875957 2.1965197198778803 2.250834115212506 1.0000000180025095e-35 2.3457019632811744 1.4298092310842805 2.250834115212506 0.85558832110916161 1.0000000180025095e-35 1.0000000180025095e-35 -0.35262914890079794 1.0710442084254466 0.90026284119902344 -0.67541201360492764 2.2603408215975165 1.0000000180025095e-35 0.10980254379742337 -1.0798509198017876 2.9156931588094528 -1.2369097968503453
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 9 4 6 17 23 11 14 26 -1 12 21 -14 -7 27 -10 -3 19 -9 -20 22 -8 -4 29 -5 -2 -12 -27 -11
right_child=1 5 3 25 -6 8 7 18 16 24 15 -13 13 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00013297549555860302 2.4695792422434294e-05 -0.00013235867414286489 0.00016642682264705761 -0.0002063204382414934 0.00021076175857723007 0.00025086939095366113 -6.8567627580209029e-05 -0.00016336506815790812 -3.488240739749309e-05 -0.00015211292423657501 -0.0001698396038049494 8.671051044765672e-05 -0.00012621046881426538 0.00011588621540078875 -0.00018022054072960463 -0.00014243462138743124 0.00036535831723297175 8.1467395870505035e-05 -3.3561620434930021e-05 2.9140986840102438e-05 0.00011883911101663368 -0.00016492417987487066 -0.00016215241923095121 -3.5886396863911869e-06 -0.00029613275735770265 -9.9986673652588547e-05 -6.6002893417639887e-05 0.00010902149016096534 0.0005003790070604074 0.00015679033614413829
leaf_count=3396 26329 6191 4245 24092 2766 5842 91821 9867 5060 1124 1200 4359 2890 4856 529 1877 640 3256 7620 6996 8390 24298 17258 21276 575 20675 22323 23086 262 8832
internal_value=0 -0.0508039 -0.0605596 -0.078893 -0.0625888 0.0607723 -0.0682174 -0.0840792 0.155297 0.00910082 0.0752002 -0.106205 -0.114184 0.0345665 0.283322 0.104003 0.0106337 -0.0760998 -0.000558249 -0.0836765 0.0628377 -0.124726 -0.108147 0.032406 0.13743 -0.186866 -0.0221831 0.126375 -0.119142 0.166568
internal_count=361931 332372 310854 251671 206642 21518 203876 178355 12071 59183 29559 145482 141123 7746 6371 26163 5700 9447 32873 16863 16010 133377 109079 25521 10531 45029 48652 24286 20937 9956
shrinkage=0.000757875


Tree=1395
num_leaves=31
num_cat=0
split_feature=785 728 771 784 921 726 1465 1452 1002 1457 730 783 514 934 647 590 570 609 692 1431 1271 1421 976 82 50 1466 209 636 350 1396
split_gain=35.5171 35.484 39.4786 35.9279 35.0516 36.4197 34.7008 37.5104 30.8661 30.8385 29.8797 41.8275 34.8923 32.8661 29.7174 86.4028 30.1766 29.4023 28.6531 28.599 28.3957 27.719 27.6961 27.6453 27.2299 27.0168 26.657 26.1765 25.9401 30.4628
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4820751525130569 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -0.41120921193798426 0.32331123534916567 0.69854289147193727 1.4496650373183211 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.4998781572545779 0.98843275535716713 -0.55083995169241329 1.0099929608726099 -0.49725788061692439 1.0107116206971127 -1.1340907276278103 1.1252722468158061 1.4829784501753427 0.16628775677498031 0.23696906566319156 2.4129057422810987 -0.4929599522529769 0.8863174324919626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 19 10 -6 7 9 17 -1 11 12 -5 -12 15 -3 21 -7 -8 -2 -21 23 -19 28 27 -9 -10 -18 -16 -30
right_child=1 14 -4 4 5 8 18 25 26 -11 13 -13 -14 -15 16 -17 24 22 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.0008867995979988e-06 -3.7487991116736176e-05 -0.00037928433463915669 -0.00092936344005777657 0.00027776475375788229 -0.00065468985856449323 0.00178042230213398 -0.00021122718136288253 -0.0017591619423249179 -0.0021560293755556706 0.0026170353270521828 0.0010975078171100113 -0.000355900866990374 0.0023072223565655243 -0.00013975144507505434 -0.0002963045768623675 0.0024592164091150064 -0.00062984100106434069 -0.0055692108397597997 0.00074022981124028178 -2.9576903185334762e-05 -0.00076421332764310928 -0.0012410033856280402 0.00039601565082842793 -0.00088857762121503524 0.00023114630413734766 0.00058828190827572304 0.0010984034726447204 0.0017770691447010127 0.00069130595948998727 -0.00069652861378630148
leaf_count=8335 157544 4821 5440 6642 1321 4267 4111 2142 464 468 5136 17334 1001 3667 10486 1384 56011 88 13887 11844 16389 2973 825 3798 4905 616 475 577 12404 2576
internal_value=0 -0.0230433 -0.00923345 -0.00478026 0.0521919 0.180861 0.0549166 -0.0367355 0.247031 0.0303347 0.0215793 -0.0173614 0.116636 0.128321 -0.0645522 0.0906326 -0.0769442 0.309808 0.113589 -0.0186738 -0.0925934 -0.0151446 -0.0231541 0.00645905 -0.111066 -0.258788 -0.0995638 -0.129429 0.0362717 0.0998933
internal_count=361931 332372 232437 226997 41220 7440 29559 11561 6119 8803 33780 24977 7643 8803 99935 6205 93730 5180 17998 185777 28233 32237 913 29264 61493 2758 939 56588 25466 14980
shrinkage=0.00464461


Tree=1396
num_leaves=31
num_cat=0
split_feature=728 548 785 758 744 852 1175 1290 1329 209 900 694 1458 805 395 194 1002 885 708 1450 125 1030 937 620 761 1443 595 1047 981 1122
split_gain=82.4 58.8553 66.648 53.906 53.8058 52.9883 51.1782 38.952 38.5409 37.9814 36.5115 37.9759 34.7127 33.798 33.5588 35.3699 35.1883 34.5742 35.1751 37.6495 33.4387 31.6249 31.1046 31.0557 32.1874 33.1481 30.8577 32.0885 38.8499 30.2966
threshold=1.0000000180025095e-35 1.3419342387057427 -0.86283290253235112 -0.43523778982368799 1.3025484894158337 1.0000000180025095e-35 -0.65609391801188754 1.8124611990991408 -0.037704239287781278 -1.0573369817776388 2.1273853924476502 0.28579218619462504 1.7240176626431569 1.4663648571955066 1.0000000180025095e-35 1.0000000180025095e-35 -0.32459312438081372 5.4658443334279108 -0.11707437698284155 0.95337257963916655 0.58518330826110332 0.99422031274767553 -0.58363259351866237 0.16760437365778322 1.0276650963282175 -0.65766373710084702 1.0000000180025095e-35 2.264868627366154 -0.024822374465212332 0.65950622641232515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 13 7 -7 8 12 -8 14 -12 -4 26 15 17 22 18 19 -11 -10 -1 -16 24 25 -6 -2 -28 -29 -3
right_child=4 29 5 -5 23 6 9 -9 20 10 11 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00015516281903559185 -6.9964086500946362e-05 -5.7181824376237135e-05 -1.6489883824472346e-05 -0.00014489659438181378 2.4551518582624809e-05 -7.2552091214733757e-05 -0.00012338079872123165 -0.0001623038053275173 -0.00010666221958730403 -0.00026855385213889801 0.00040947589487138708 -0.00019203758523427873 0.00013132735888670525 -0.00022973921772156402 0.00037257614953370509 5.3946035712290548e-05 4.2052291223946396e-05 0.00075878601532294648 4.3287048266490584e-05 0.0001734377967323505 1.2969960596387096e-05 -0.00017861648732597242 0.0001279187961616135 -0.00012421013554348651 -0.00028100136276669398 0.00026036589724879992 -0.0001905279170645833 -0.00034966651618724897 0.00069174146890362486 -0.00018664184453972955
leaf_count=14281 70582 38463 74135 2460 4588 13483 3771 7896 29911 4920 1401 361 4452 9286 1614 12102 12671 118 3339 677 8653 828 7115 2830 691 2970 17553 280 310 10190
internal_value=0 -0.0206429 -0.0064143 0.120609 -0.0987503 -0.0183428 0.0315097 -0.0447762 -0.0353362 0.0616867 0.0775021 0.362532 -0.00861577 -0.11946 0.0651855 0.00285995 0.119194 -0.116145 -0.136259 -0.252502 -0.0935263 0.168072 0.217661 0.0434822 0.111067 0.151458 -0.106706 -0.212405 0.350408 -0.100452
internal_count=361931 252841 204188 17569 109090 186619 61572 125047 117151 48089 44318 1762 78587 98011 42556 21156 21400 9054 8936 5597 38564 15109 8729 11079 8249 7558 88725 18143 590 48653
shrinkage=0.000804263


Tree=1397
num_leaves=31
num_cat=0
split_feature=50 56 1470 651 789 519 727 382 407 1185 1166 785 426 1454 621 548 1124 73 1454 1120 565 942 553 484 1328 635 1021 1380 1392 841
split_gain=34.8792 58.2735 29.8062 29.7071 29.5228 34.1665 43.0348 38.6852 34.0863 37.8448 34.435 34.7097 36.3608 35.3168 32.6308 31.7438 31.0614 28.8267 29.802 28.7669 28.6961 28.5008 28.3695 28.143 27.0462 26.9731 26.3352 26.3323 26.2097 37.0265
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.1107569744011787 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -1.2965003005540392 1.2609259570933726 -1.2508507625752519 -0.86283290253235112 0.58081636627963817 -0.91909735138557946 1.7948714763990383 1.6327850790471963 4.2367591710428538 -1.2486341800605449 3.8331818028246452 -0.79563257919642993 0.68350759689875262 2.231519495564001 -0.91114433608537004 2.1072456114007592 2.3648460020557844 -1.0400411975100645 1.0000000180025095e-35 0.30011924729200168 3.0243454669273118 0.5443597959033516
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 -7 20 9 14 22 24 21 -14 17 23 -15 19 26 -2 -8 28 -10 -6 -12 -3 -19 -5 -13 -30
right_child=4 25 3 27 15 6 7 -9 10 -11 11 12 13 16 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00030624226224122339 0.0032782932947188017 -0.00061113886156057386 -0.00067453077876056104 -0.00038251490528887514 -0.00038967031368880936 -0.00011559014780692379 0.0014139081233197578 0.00037929351261489872 0.00058326605690766785 -0.0017085802511711472 0.00078631663731665768 0.00016793777983145481 0.0017799118325325289 -0.00028732907878221172 0.0011097778872697858 0.0010759743472161288 0.0075316617856969886 -6.2604920022125811e-05 0.0026874146560872058 0.00018260563087346099 0.0037052950710361487 0.0011724609573231265 -0.00048046255713367044 -0.003133914289409445 -0.0030702458504964529 1.9221324840026983e-05 -0.00073734955071728709 0.0011633793359282208 0.0036509119619634782 -0.0028996377665149119
leaf_count=4567 466 11133 63589 3957 20680 4815 2253 3050 3687 2339 10524 62788 850 25320 2278 1981 41 14847 278 1248 654 2833 19724 473 183 79324 15545 1979 404 121
internal_value=0 -0.0425285 -0.103608 -0.121285 0.00341968 0.0132498 0.126118 0.240741 0.00476138 -0.0608091 0.0204348 0.0356278 0.0224202 -0.0432464 -0.0410833 -0.0709669 -0.0573812 -0.0608236 -0.078739 0.226406 0.410765 0.0496001 -0.0642352 -0.0935641 0.151419 -0.00840988 -0.0874878 0.0339893 0.0396041 0.499452
internal_count=361931 164549 74092 69525 197382 174248 10772 5957 163476 37001 126475 103064 92357 26211 34662 23134 25361 32384 30670 1714 2907 66146 23411 21153 10707 90457 30392 5936 63313 525
shrinkage=0.0047375


Tree=1398
num_leaves=31
num_cat=0
split_feature=785 519 728 869 728 588 921 761 575 126 507 712 395 648 566 667 1237 1443 382 689 430 726 969 858 1049 144 620 1450 785 911
split_gain=85.3771 78.7115 71.9298 83.3031 71.8584 71.2611 65.677 94.8131 53.9101 50.1767 48.0036 45.5238 44.4241 42.2363 42.0452 38.9617 36.9046 36.7751 36.6233 36.2622 37.3709 36.613 34.3356 34.8299 34.1103 34.0915 34.0631 33.5201 33.4274 33.196
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -0.49008176997875957 0.71188872395471614 1.0525743831388839 1.5400801409269973 1.0000000180025095e-35 1.0000000180025095e-35 0.65809631222906606 -0.63779424894106762 1.0000000180025095e-35 1.8166789435549495 2.1710320005650359 1.0000000180025095e-35 1.4298092310842805 1.593744732512876 1.0000000180025095e-35 1.1511195098725142 -1.2369097968503453 -2.5456679507321813 1.0920670469644722 1.0825608069246189 1.511805152420109 1.2876145863397357 1.1734518836084071 -0.2957953744690755 0.58460966528228819 0.77693903076620996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 10 6 -3 8 9 17 -6 12 26 -1 -4 -14 15 25 -13 22 24 20 -12 -22 -8 -24 -10 -5 -2 -11 -26 -7
right_child=1 4 3 14 5 29 7 -9 18 27 19 16 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00014678839872840475 -4.5054556691247014e-06 -0.00015305646484844269 -0.00014526627413594118 -7.4249731111285973e-05 -7.9063046472725447e-05 0.00036728018693899564 -1.1150908199825617e-05 0.0002892955410652227 0.00027372039576040261 -6.3248926981221941e-05 -0.00017612100351690059 8.7038191299997533e-05 -7.1788290224256016e-05 0.00012676120214175906 8.5529527171893745e-05 -0.00017742374199587507 -0.00014892580470101245 -0.00015814716847957648 2.4981948907341742e-06 -0.00014453062032896176 -0.00054249629668649 0.00018790209888574859 0.00024964256487539907 -0.0002701208341642405 -0.00024905137213084369 -0.00023692863997841032 -0.00013871948149181941 1.6255883147941915e-05 0.00068649013395944054 1.5153449252121751e-05
leaf_count=3225 41921 3824 34136 41940 5883 2770 13206 3368 3819 31140 1020 24442 43385 3091 2811 35388 1892 4247 3684 1511 186 7814 2503 387 581 5125 6731 30944 103 854
internal_value=0 -0.0559293 -0.0663288 -0.0843312 0.0632026 0.117138 -0.056538 0.0487219 0.0500326 -0.0758134 0.00205161 0.0635478 -0.115607 -0.0737641 -0.14913 -0.160788 0.0907535 -0.00941381 0.15612 0.129234 0.177295 0.22183 0.034912 0.235806 0.277925 -0.118125 -0.0289437 -0.0297277 -0.131249 0.368318
internal_count=361931 332372 310854 251671 21518 17694 166407 23711 14070 142696 59183 29559 80612 46476 85264 82453 26334 20343 8187 10531 9020 8000 16096 2890 4503 47065 48652 62084 684 3624
shrinkage=0.000773033


Tree=1399
num_leaves=31
num_cat=0
split_feature=685 1445 859 789 705 3 1430 843 923 62 657 1185 602 635 1049 1023 1189 77 982 1311 1046 792 728 21 1164 1035 1111 710 710 154
split_gain=34.8658 43.2003 38.2176 45.257 42.9033 49.4022 37.8412 37.4667 69.3341 36.4139 35.9464 48.783 34.5925 33.7467 36.7207 32.7748 31.9669 38.8234 35.8393 41.0025 31.8467 31.7044 49.8212 33.203 30.8867 30.5622 30.1495 36.2477 29.5653 29.6195
threshold=0.58104764358843186 1.6380901172106308 -0.54135187694831066 1.1248358748350926 0.90721770011872871 -0.25460874904254233 0.54622893720785959 1.5702737717443023 -0.86449023226567734 1.1295246676492809 -0.29429909822911982 1.2078535158319883 1.0000000180025095e-35 1.4770767507691036 1.7619212966369413 5.5066796363144226 -0.38054196781417576 2.9099064166536119 3.0854258727671673 -0.44335749270520985 -1.5014615039976928 1.0000000180025095e-35 -0.49008176997875957 -0.13431221002227373 1.0000000180025095e-35 3.6823348760177734 -1.2339832463184643 -0.85030520693004574 0.88013663730638159 -0.18164452932997174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 16 10 -9 -1 11 24 -3 -10 -15 21 17 18 25 -20 -7 -12 26 -24 -4 -2 -23 -28 -8 -30
right_child=6 12 7 -5 -6 20 28 8 13 -11 15 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-6.3784746110633059e-05 -0.0003390420962497231 -0.0008629377845021498 0.00022377486902482971 -0.00047025304617357241 0.00070662323589406608 -0.0012860401606810408 -0.00019957637997035439 0.0019687028855852602 -7.2297092140240495e-05 -0.0011918927842225642 -6.5428760494532255e-05 -0.00068077780645226372 -0.00011540611544719858 0.0016880810003186222 -0.0010981344666366468 0.0034129078129508999 -0.00080892977535050223 0.005315215846505494 -0.0016446039562736847 0.0052275300143713784 0.00041574533467500529 -0.0019786291217095448 -0.00026449825371666134 -0.00088473486269305401 -0.00053843762411464311 0.0058925830662298062 0.0037394873058009324 0.00025846141148870116 0.0017391745213741962 -6.7057401557329372e-05
leaf_count=21674 16492 18757 56192 9594 16463 1476 9499 2093 15327 3471 39360 9036 19444 1921 502 184 24600 127 213 243 35077 574 17101 23196 8149 70 249 7131 1922 1794
internal_value=0 -0.00643174 0.0022019 0.039007 0.0564315 0.0292173 -0.0735668 -0.017065 0.0693601 -0.0494736 -0.0293197 0.00832129 -0.090641 0.0248413 0.23882 -0.0601429 -0.114253 -0.0309181 -0.0432536 0.60654 0.0781674 -0.0625632 -0.101075 -0.135802 0.0309 -0.0640665 0.0505224 0.086393 0.0310119 0.191447
internal_count=361931 306971 268770 87755 78161 61698 54960 181015 19843 25145 161172 73377 38201 17750 2423 87795 41745 17145 17018 456 36553 87611 48251 40297 64341 16562 7954 7380 13215 3716
shrinkage=0.00464461


Tree=1400
num_leaves=31
num_cat=0
split_feature=1078 1048 785 585 633 574 306 47 984 1148 198 17 150 876 758 840 710 357 296 1464 1452 698 1462 1469 696 1251 1035 1454 1450 1113
split_gain=34.6281 31.6257 31.5937 30.5176 33.8334 47.8572 31.4418 34.8272 35.8818 32.1939 33.6471 33.4089 31.7802 36.3845 30.4697 29.0287 28.3498 27.8734 27.1537 26.4923 31.3498 26.4248 26.382 26.3724 25.6855 25.5552 25.5324 25.0841 28.3323 25.1496
threshold=1.0000000180025095e-35 -1.0627241715616391 -0.86283290253235112 0.59573659850611882 1.9976441459236287 0.6251511886302028 1.0505480127069649 1.3600231693380471 -0.1762178162058205 1.0000000180025095e-35 3.4235745390380132 0.50981882276335477 -0.28316188333588482 1.0000000180025095e-35 0.9327048103557759 2.1479044375620662 1.7745879959826432 1.0338979476348482 -0.58086149320304503 0.64223275086548759 1.434259801303694 1.1506624543298749 2.5504260296193109 0.20402880029247131 -0.15559132565237996 -0.9692567160519997 -0.73344893396544275 -0.54601782800142706 0.91508428404236719 2.3223340634753464
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 6 21 14 7 8 12 15 11 18 13 -4 25 -10 22 -8 -11 20 27 -5 -14 -22 -16 -6 -20 28 29 -3
right_child=-2 2 3 4 5 -7 17 -9 9 10 -12 -13 16 -15 24 -17 -18 -19 26 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030920264912547105 -0.00027332726928799953 -0.00020201339631784296 -8.4187247060302947e-05 0.00018955705291118436 0.0024393977464441164 0.0017669955676210762 0.00035293879534908972 0.00031571942912870198 -0.00069148440256053799 0.00067190882036395996 -0.0033690682899473893 -0.00065934704931568772 4.28039989623736e-06 -0.00076402700386580603 -0.0037488660718506951 0.00050457528146912812 0.00089586212254242541 -0.00057431034115842472 -0.00099865103048828825 0.00098233593118712045 -0.00098356406923954111 -0.00044773448367028577 0.0014240586506374473 -0.0064253153609418953 0.0032251927848810256 -0.0017738118903883897 4.3928558872404345e-05 0.0005376908289494906 0.0028003882442436141 -0.0044102566120360039
leaf_count=36536 71586 6229 29097 43736 135 2113 19132 14164 27514 5086 439 8261 37555 10561 52 1947 3555 2801 2738 4310 794 6266 979 89 235 959 13698 11001 244 119
internal_value=0 -0.00439229 0.00364233 -0.00450341 0.0410244 0.239833 -0.0190483 -0.0312754 -0.042211 -0.0862724 -0.0348789 -0.027281 -0.0122267 -0.0599631 -0.0942162 -0.14323 0.0289665 0.0545757 0.0178007 0.0796565 0.0447904 0.0257729 0.0112054 -0.352186 0.491053 -0.281092 -0.0272611 0.0644049 -0.0387023 -0.0662332
internal_count=361931 290345 253809 231023 53496 3494 177527 155594 141430 59683 30222 29783 81747 39658 1381 29461 42089 21933 21522 22786 18476 50002 38534 883 287 1094 16436 17593 6592 6348
shrinkage=0.00420677


Tree=1401
num_leaves=31
num_cat=0
split_feature=785 728 51 544 586 136 43 784 388 597 647 590 854 1154 1230 657 125 982 708 348 953 1469 275 1427 1246 1469 21 1462 884 1449
split_gain=77.7608 70.5268 49.2359 45.7281 43.2753 43.5432 37.5609 35.1156 34.7148 32.7818 31.9147 75.1794 30.5902 32.3959 32.7889 30.1836 30.1586 29.5569 34.9799 29.7457 29.1257 28.0807 33.7698 27.4884 28.8953 33.8209 32.5663 30.7453 28.5848 28.4669
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.55233311529615603 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 3.1596628491584919 -0.87782724458594241 0.58895901036483078 -0.87473648844905705 1.0000000180025095e-35 -0.92106560951488936 0.72755686970153477 1.0000000180025095e-35 3.0854258727671673 -0.55689657685208205 -1.2239035338659037 1.0000000180025095e-35 -1.3263328046252252 0.4022431516292117 2.2971197365863145 1.0138505792395927 -0.90538501098462476 1.0000000180025095e-35 3.4653406265423476 1.6560630477055389 2.1091319023103607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 12 -4 -6 7 23 10 16 11 -3 -1 14 -14 -9 -8 19 -19 -10 -16 22 -12 24 25 26 27 29 -25 -2
right_child=1 8 4 -5 5 -7 9 15 17 -11 21 -13 13 -15 20 -17 -18 18 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00029784436811655153 0.00013293076492878044 -7.4847447940972912e-05 -0.00014654886889452803 -5.929153450582219e-05 -6.9205089592371457e-05 4.0028365764986729e-05 -0.00015329557285645665 9.7028808133699953e-05 -0.00042516243216436287 0.00069718174510164039 0.00077869979666624805 0.00043019207649349533 -0.00031714625696865548 0.00015201371190437464 -6.6420772166533789e-05 -9.387551682869386e-05 -2.4215047703412714e-05 0.0010812041225390038 -0.00059691029463842453 -0.00015574222712658108 0.00013159083515378712 -8.787312344943762e-05 -0.00041422022769639448 0.00019942101829383175 -0.00010093515150215798 -2.3238594803268122e-05 -1.508351571417812e-05 0.00052042874066505389 -0.00025474626853227137 -0.00026165100025741497
leaf_count=2141 8481 3918 20721 8361 51918 15550 13317 18356 3341 152 220 1190 880 9012 4271 2826 16026 146 103 16705 4894 74210 102 3243 11980 60100 8279 490 425 573
internal_value=0 -0.0499496 -0.03058 0.0642389 -0.0744158 -0.0485758 -0.00686407 0.00917849 -0.107461 -0.083047 -0.0873712 0.0837019 0.11565 0.0889569 0.00755006 0.0849133 -0.0897396 -0.215793 0.640662 -0.229623 0.0446625 -0.101236 0.495524 -0.0090854 -0.0167182 -0.00253351 0.0751513 0.157779 0.166982 0.128234
internal_count=361931 332372 232437 29559 88189 67468 144248 114753 99935 29495 79640 5108 21198 19057 10045 21182 29343 20295 249 20046 9165 74532 322 93571 89903 77923 17823 9544 3668 9054
shrinkage=0.000836755


Tree=1402
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 12 600 1386 1464 1458 1458 771 1469 1450 50 1457 853 1442 754 1445 15 545 1468 691 675 643 1457 1453 1459 1460 558 1468
split_gain=35.0551 73.3579 50.3476 31.9912 32.2646 32.4922 30.5743 35.3667 50.481 35.2764 33.4458 30.7782 30.439 30.1272 29.2172 29.0036 29.7816 29.8793 29.0413 28.8114 26.9116 27.6086 26.2978 26.015 25.5915 25.402 31.2976 28.759 26.9217 25.8704
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -0.16880868750248187 1.0000000180025095e-35 -1.4953120543594869 -0.46492268522126184 -0.82108684835595114 -0.68909410285287098 1.8821439160418587 1.6596426661524915 0.031350008669292655 1.0000000180025095e-35 -0.29762823873573524 1.0000000180025095e-35 -1.2625182715263061 1.451957509147501 0.47584960161614115 1.7967437129527177 0.49913294245294199 1.4860712327664063 0.36465021107179452 3.0147361904152015 -0.70057572354603204 0.26462816349492829 0.59428066624472364 1.1027689806250593 3.2552601509742991 -0.20731956707949345 0.60907911972533268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 10 22 11 20 -5 13 -11 -9 -4 -3 -17 -18 -19 -15 21 25 23 -8 -12 27 28 -10 -27 -30
right_child=3 15 14 6 5 -7 7 8 9 12 24 -13 -14 19 -16 16 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00046592178457940394 1.0310099723891382e-05 -0.00043338266452817723 -0.00083626930497369327 1.9664203630799888e-05 0.0013379112408099035 -0.00046480435520180577 0.0019045066340928442 -0.0010909147616920219 0.00021796091485813598 0.00018696522137507835 -0.0016451444114171951 0.0024043854693186493 0.002163466684788019 -0.0002821474257679425 -0.00032798106752818934 0.00013711560298758607 -0.0012511197364169263 0.00011554770870312561 0.0063767994675180848 -0.0061915745731106701 -0.00083558361098316921 -0.00022875435062587527 0.0048368044307656862 0.00054743374069427181 0.001167460912648545 0.0022620037924311279 -0.001043092550128013 0.002731412951833617 8.5683229446505997e-05 0.0042998513669496238
leaf_count=4504 79331 18366 40923 32833 1164 30444 1713 690 20814 1406 2312 127 1923 139 29261 64307 4404 2243 98 307 2470 9982 146 7425 392 1753 525 416 1379 134
internal_value=0 -0.0411034 -0.105651 0.0048977 -0.021262 -0.085049 0.0355101 0.0687899 0.0419342 0.0549981 -0.0143988 -0.386767 0.273924 -0.514435 -0.128171 -0.000947636 0.0170503 -0.146489 0.088528 -0.975807 0.0365767 0.0519846 0.188037 0.172855 -0.258155 0.0881915 0.242874 0.0585912 0.318007 0.110524
internal_count=361931 164106 74688 197825 110939 31608 86886 51349 42065 40802 35537 1263 3329 1136 70184 89418 71052 6745 2341 446 37473 35003 9284 9138 2704 25021 3791 21230 3266 1513
shrinkage=0.00464461


Tree=1403
num_leaves=31
num_cat=0
split_feature=1235 407 319 785 1467 634 1470 1176 705 513 284 710 703 930 713 376 1356 885 1464 1468 1323 487 1456 1452 1388 1116 1455 1465 1457 809
split_gain=77.9124 81.5106 69.549 62.5398 56.5527 50.739 49.3399 53.2372 47.6153 55.5125 46.6304 46.4876 59.7113 56.6211 46.2375 46.1171 37.6396 49.694 37.0283 43.2578 36.9584 35.3127 36.4424 36.1655 34.8752 34.7588 35.3764 33.8218 33.6766 32.0387
threshold=-0.94625487755706195 -1.2965003005540392 2.3683501136148597 -0.86283290253235112 4.0242090356330973 -1.3822626304572669 -1.1535394197080833 -0.56141693056062925 0.86867179873090239 1.0454229551509682 2.3447682495800666 1.8739714802800056 -1.526297240172106 1.0000000180025095e-35 1.0000000180025095e-35 1.2189113891555967 1.0000000180025095e-35 1.6290983814687661 0.2602645535820674 1.7230169708605612 2.9187729016580457 0.52313290607772311 1.0000000180025095e-35 0.174602822057108 3.082668396781771 2.9156931588094528 0.80851755981579754 -0.41120921193798426 0.75347126116278729 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 3 14 6 -5 -1 29 11 16 24 18 -13 21 -3 -11 -10 -18 28 -20 -15 22 -14 -24 -2 26 -9 -16 -7 -8
right_child=1 2 -4 5 -6 8 7 25 9 15 -12 12 13 20 27 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.9441200825566928e-05 -0.00012694005048772918 -0.0001815574937608597 -0.00020519746146031859 -0.00015700289287817379 0.00033880750861936738 -6.743433574419764e-05 -0.00024503186366652815 -9.1531828917443544e-05 -2.0457580159629502e-05 0.0001249589810735732 0.00031592439314925678 -0.00018411063912299704 0.00023419385412051268 -1.2516906848786521e-05 2.2723354439943025e-05 0.00051028251597693623 0.00014910622848761292 -0.00018326763166090113 3.6478569009072314e-05 -0.00019931408884082391 0.00075868688065386684 -3.6782772404894698e-05 0.00028281688375672202 0.00093451561914366865 0.00092123914930620837 0.0005362933578093714 4.9968048943172391e-05 0.00017054309373692962 3.4620947458108175e-05 -0.00011692429206565643
leaf_count=9999 34709 1882 7754 9403 989 79963 19669 45000 26141 5505 815 2655 3182 6182 7876 1021 9251 1566 30372 2709 165 1097 508 459 103 295 7434 12515 11710 21002
internal_value=0 -0.0202204 -0.00634516 -0.000156364 -0.0980031 -0.0130166 -0.104611 -0.123967 -0.0059114 0.0537625 -0.131221 -0.0262165 0.0871175 0.147463 0.105896 0.220808 0.0204529 0.12123 -0.0402062 0.0205318 0.0135197 0.30446 0.386221 0.72756 -0.146806 -0.0765924 -0.0818863 0.134773 -0.0635652 -0.199397
internal_count=361931 257543 221916 214162 104388 191889 103399 93400 182486 43484 35627 139002 14248 11593 22273 6526 36958 10817 124754 33081 6347 5246 4149 967 34812 52729 52434 20391 91673 40671
shrinkage=0.000836755


Tree=1404
num_leaves=31
num_cat=0
split_feature=470 464 353 592 499 1470 288 626 1428 789 967 1325 1255 1189 1469 1462 781 858 1003 885 56 1244 834 1035 58 1187 705 498 1325 563
split_gain=34.5766 55.5444 37.7791 39.6635 38.1801 32.9259 32.9357 30.1507 35.2773 34.9538 33.5049 32.6848 33.5984 32.7937 30.1035 29.5887 28.1712 39.4838 27.5362 27.3291 27.5041 26.272 25.8653 25.6272 25.617 29.9551 25.5724 25.4737 24.9084 25.2926
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.88297773822461545 -0.59494694347224619 0.84733575611459189 -1.2126727935954851 -0.81963839814873374 -0.32621035539257243 1.0000000180025095e-35 1.1248358748350926 1.4952865769287931 -0.20168657304938695 -1.405926052860629 -0.70041912085418967 -1.0706168552173836 1.2253339163776633 1.0000000180025095e-35 1.0825608069246189 1.4914078932498127 4.8263866747680533 1.0000000180025095e-35 -0.28153512896165406 1.8244089606515439 2.7120752623385651 1.8098813189051002 -0.73869653219588283 1.7552275306509069 1.1298687969990306 2.9460602207251019 -1.6526605922077013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 27 5 26 -7 8 10 11 -2 13 -13 -9 23 19 -14 -18 28 20 -16 -6 -3 24 25 -8 -5 -4 29 -11
right_child=7 22 3 4 21 6 14 9 -10 18 -12 12 16 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011343675658941912 8.2550070173436968e-05 1.0459022388690713e-05 1.5571047075319199e-05 0.0006445483740322494 -0.0019726098585685632 -0.0016191713864087891 0.0020278860864732253 0.00050629666133428035 -0.00048282738839553152 0.0025571675190394325 -0.00090455800767429953 -0.00093697066368546094 0.00065058549685796825 -0.00017879609888651543 -0.00096347564102075318 0.00086146017990322045 0.00033693891167749647 -0.00092779411234354182 0.00069241563691822578 0.00375026033277942 -3.3696158174649252e-05 -0.00067707074607571086 -0.00092696445675220654 0.0073000165737328263 0.0037069734820586358 -0.00033849804585633691 0.0095094165679533021 0.0014831085293358318 -0.0052994315501334347 -0.00052876592400116253
leaf_count=17408 52759 85778 10324 3247 4725 5122 959 10662 25469 373 4844 2354 27909 30888 18821 2091 17022 3084 2218 149 6397 6188 3987 72 272 3079 40 1920 136 13634
internal_value=0 -0.0406534 -0.0968634 -0.0716098 -0.105555 -0.0679634 -0.0935127 0.00502729 -0.0277408 0.0280894 0.00191567 0.0440634 0.0796935 -0.00180736 -0.0669339 -0.103442 0.0906041 0.0314922 -0.0653541 -0.13082 -0.139438 -0.245819 -0.00578463 0.111494 0.0881605 0.0392938 0.157709 0.0558127 -0.103959 -0.0952613
internal_count=361931 170579 80814 63406 51162 40249 36962 191352 83072 108280 57603 91919 50369 41550 31840 27458 48015 20106 16361 25367 25218 10913 89765 4382 4310 4038 3287 12244 14143 14007
shrinkage=0.00483225


Tree=1405
num_leaves=31
num_cat=0
split_feature=614 959 785 112 660 939 705 728 585 513 21 514 1453 73 585 221 633 574 921 769 953 21 87 809 762 906 219 1294 588 564
split_gain=74.1968 71.0482 67.1973 54.5311 52.665 52.0938 49.2946 46.4314 43.4891 39.0065 43.7591 38.1843 36.5005 34.4424 33.8524 33.0697 34.1761 44.5961 32.8877 36.4988 32.8116 32.674 32.7866 32.3751 34.3997 32.298 32.2398 30.8424 30.1519 35.7178
threshold=-1.0625654336828987 -1.2907225086880219 -0.86283290253235112 2.2718117149406565 -0.72421686037558375 1.4307804817950061 0.61169912281206062 -0.49008176997875957 0.59573659850611882 1.0000000180025095e-35 -1.4580664037135931 1.9087852721677012 1.3990727291183711 -0.70848728118401738 1.0000000180025095e-35 1.7702654892221787 1.9976441459236287 0.6251511886302028 1.0525743831388839 0.056394815183336236 1.6667450879487664 -0.70163543588998201 1.1622085037341783 1.0000000180025095e-35 2.0168457062854226 -1.3361186200294288 -0.82415172522443292 2.2019233343356794 2.250834115212506 1.7639554933935504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 23 7 4 6 21 20 -3 9 10 -6 12 15 -12 -9 16 -10 -18 19 -8 25 -1 -23 24 -2 -4 -11 -5 29 -28
right_child=1 2 3 27 8 -7 18 14 11 26 13 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00013517377199226334 -0.00028393942178738934 -0.00022709395354518884 0.00015043196074574091 -0.00027781423280695945 0.0001201450421871713 -2.4718437782542517e-05 -8.1160042903854666e-05 6.9467886118567226e-05 -0.00013898829338892144 -0.00022678292141212338 -0.0001040541024001426 0.00010728502825703564 8.0432621144343471e-05 -0.00019523222529351869 -5.5685208333485981e-05 7.6831099026452061e-05 -0.00021881824842014602 0.00017640845455020943 0.00014397696765569958 6.9390942987235591e-05 -0.00023824724711248873 -0.00019522497292671695 -0.00035178582609264722 -0.00014444485934850883 0.000105701024337608 -9.3942799836032979e-05 -0.00012079402720088446 0.00038019709333829812 5.2305499980076182e-05 3.0869618953239917e-05
leaf_count=33003 14443 2538 1432 8289 1399 7979 11280 10584 27108 5317 14818 2851 2802 46762 12301 2109 1228 1869 3085 5917 3561 44510 5664 20539 779 31309 30600 242 3244 4369
internal_value=0 -0.143044 -0.130751 -0.143481 -0.137346 -0.221761 -0.0835557 -0.0268651 -0.159651 -0.182306 -0.21834 -0.0977834 -0.116967 -0.227318 0.00382261 -0.138216 -0.15785 0.0480847 -0.00390649 -0.0389208 -0.131658 -0.239927 -0.278293 -0.244499 -0.34205 -0.10927 -0.134644 -0.339844 -0.114612 -0.133448
internal_count=361931 270775 235014 209591 201060 91156 56584 25423 144476 106509 62979 37967 35116 61580 22885 32314 30205 3097 20282 17197 36302 83177 50174 35761 15222 32741 43530 8531 38213 34969
shrinkage=0.000757875


Tree=1406
num_leaves=31
num_cat=0
split_feature=545 1235 785 1467 705 322 958 391 713 513 376 1464 939 138 602 539 761 1463 1458 1451 1450 1465 961 1454 1449 1203 1370 660 1465 1452
split_gain=82.8034 75.7987 79.0893 55.888 51.6947 47.7151 47.5172 52.5929 47.2801 46.7622 51.2537 42.6934 41.9923 38.8462 39.4851 42.5545 38.0286 36.5665 37.4147 51.527 47.5541 42.869 46.0954 38.0255 37.7928 35.1067 34.8412 34.0607 33.8491 34.6328
threshold=-1.0372938969678034 -1.24934742919911 -0.86283290253235112 4.0242090356330973 0.86867179873090239 1.0000000180025095e-35 1.313041538630376 1.475049428936581 1.0000000180025095e-35 1.0454229551509682 1.2189113891555967 0.2602645535820674 1.4307804817950061 1.8037909328924133 1.0000000180025095e-35 1.0000000180025095e-35 2.7698762479640693 1.1779567482289683 0.14052504452646655 -0.31358218297482993 -0.13414347869454959 -0.48237602115329431 -0.28238689466330313 1.0692506903199488 0.71251893840138358 1.0493698651048509 0.70223084764880606 -0.72421686037558375 -0.40523020188868136 0.55483083833984748
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 8 5 6 25 11 -8 -3 16 -11 17 13 14 15 -1 27 18 19 -4 -21 24 -23 -20 -22 26 -2 -6 29 -10
right_child=1 2 4 -5 9 -7 7 -9 28 10 -12 -13 -14 -15 -16 -17 -18 -19 23 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00029245872953858302 -3.5912282401088019e-05 -0.00016619208807668176 -0.00014434764911758389 0.00044736176044946188 6.9598506316420966e-05 -0.00018364773751931011 7.6926402712662535e-05 -0.00031948693347049807 6.6192927994393249e-05 8.264671954086772e-05 0.00044514546324529898 4.8915834357320635e-07 4.5039308365563248e-05 6.5431888169696607e-05 -7.9640978123026614e-05 -0.000121836875403737 0.00035905329958352424 4.2135070086427861e-05 1.3840304321238382e-05 -0.00010628282461309108 -0.00015635772778157701 0.00018206900689831664 -5.9921958959849413e-05 -0.00017424404586627103 0.00017572383995957954 0.00011804169169308358 -0.00020269409092873585 -3.6372262167190067e-05 0.00015286140775090006 -0.00021624178256820438
leaf_count=14807 14949 2012 35277 453 10863 17811 14283 1200 7085 6111 1105 36625 8222 4997 47018 19015 740 7689 18752 21052 5356 5297 3966 3439 1210 2885 6495 28818 13055 1344
internal_value=0 -0.0285677 -0.0141617 -0.123937 -0.0284296 -0.134923 -0.0486446 0.0658091 0.101488 0.0315059 0.178697 -0.061657 -0.112466 -0.128917 -0.142255 -0.220667 0.00198302 -0.0855815 -0.0981924 -0.123827 -0.0663008 0.0235134 0.115691 -0.0213306 -0.117905 -0.0697137 -0.105923 -0.00719061 0.12987 0.0266299
internal_count=361931 267872 225279 42593 201783 42140 154146 15483 23496 47637 7216 138663 94059 85837 80840 33822 40421 102038 94349 72158 36881 15829 9263 22191 6566 24329 21444 39681 21484 8429
shrinkage=0.000773033


Tree=1407
num_leaves=31
num_cat=0
split_feature=733 785 728 203 727 978 1312 906 852 1256 21 340 284 1469 21 557 1375 548 209 21 217 322 1470 1427 21 1455 471 497 492 152
split_gain=86.383 76.879 54.9895 50.5503 46.5647 40.4331 35.8831 36.0913 33.6738 35.4497 31.5437 31.6881 31.4046 31.3773 34.6196 30.9682 30.6255 31.6235 31.7068 29.7097 29.4326 29.213 28.4558 28.4188 28.0995 31.6775 29.9618 36.0976 30.2014 28.8464
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.3520813746060025 1.0000000180025095e-35 -0.86739898370003232 0.31519285594324048 -1.43490481160448 1.0747610123934368 -0.6406676208460812 1.0000000180025095e-35 1.8162821653890682 -0.13752235891992784 -1.0588145806293296 -0.13431221002227373 -0.3277264518692542 0.59806352348768188 1.3419342387057427 -0.81537472365071806 4.5933813388752975 -0.7772409165720372 1.4725277493311824 -1.2954595170378473 2.2971197365863145 -1.0798509198017876 0.6706898098482198 -0.93081268283970298 -0.96197207499976356 0.64165626297791289 -0.70680397913012649
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -3 7 -2 13 -10 11 -6 -11 14 -7 -5 17 18 -9 20 -15 24 -18 -22 25 -4 27 -26 -28 -30
right_child=6 2 21 15 10 8 -8 16 9 12 -12 -13 -14 19 -16 -17 22 -19 -20 -21 23 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=-1.5530928871167278e-05 0.00020324312008788035 -7.583441410403289e-05 -2.815146073307673e-05 -0.00015404394424585872 7.6150111425304009e-05 0.00013486855944921467 -0.00017247592843153137 -0.00016903631435399519 -7.0400658809416516e-05 1.0907134393129726e-05 0.00020096722707577764 -0.0003614688075443479 0.00017334996967533319 3.4015466896568905e-05 -1.3277355728979093e-05 -3.5615973958697523e-05 0.00034201500562314045 -0.00017745764872101013 -8.512381756971847e-06 0.00082169493175641832 -4.353847455136335e-05 -0.00021590844358183322 -0.00022881328918117355 0.00013335197095602574 6.2131840301423935e-05 0.00027967277382667913 -3.0022538880843416e-05 -0.00018210345902299759 -0.00036877705190324031 -9.9270324830978064e-05
leaf_count=10471 1660 23582 5216 15222 5024 7975 21882 5956 3907 5296 8753 511 8037 22089 8701 18106 312 9500 24495 91 70346 7015 7962 2673 3159 1424 36352 16195 2225 7794
internal_value=0 -0.0295331 -0.0411966 -0.0224312 0.0830126 -0.00762632 -0.124128 -0.089759 0.00617601 0.0896977 0.165761 0.0424306 0.137993 -0.00765108 0.0725061 -0.108639 -0.102345 -0.0765711 -0.0446324 -0.0232984 -0.0246568 -0.0964168 -0.24947 -0.0456873 -0.083801 0.0698297 -0.0983864 -0.18186 -0.0670459 -0.189103
internal_count=361931 290164 265405 186025 24759 152697 71767 49885 129115 17240 14288 5535 13333 111875 16676 33328 48225 39951 30451 95199 95108 79380 8274 73019 72365 6640 65725 19354 46371 10019
shrinkage=0.000804263


Tree=1408
num_leaves=31
num_cat=0
split_feature=1235 407 785 319 1467 705 513 1470 1176 713 376 284 723 930 693 921 783 677 326 1323 942 803 1470 1116 1455 2 747 848 1465 1452
split_gain=106.155 100.357 82.1073 66.5272 62.5725 56.7999 58.3666 54.3488 58.2981 54.3064 47.9774 47.3382 43.7308 80.3256 66.475 55.2319 58.4077 47.7956 44.7353 42.948 42.4326 40.6325 39.3883 37.7263 37.9617 37.6362 36.4055 39.3229 36.2745 36.2903
threshold=-0.94625487755706195 -1.2965003005540392 -0.86283290253235112 2.3683501136148597 4.0242090356330973 0.86867179873090239 1.0454229551509682 -1.1535394197080833 -0.56141693056062925 1.0000000180025095e-35 1.2189113891555967 2.3447682495800666 -1.0570063487222232 1.0000000180025095e-35 -1.3595894605335417 1.0525743831388839 2.2099560249315608 1.0000000180025095e-35 1.0000000180025095e-35 2.8425200577949936 1.3389284674382023 1.0000000180025095e-35 -0.31778773543280553 2.9156931588094528 0.80851755981579754 0.56540609001157427 0.98810451262880827 -0.80540838421665562 -0.41120921193798426 0.52142301186363793
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 9 5 7 12 20 -1 -9 -3 -8 -2 13 14 -4 17 -17 18 22 -15 -7 -22 -14 24 -10 -24 27 -19 29 -11
right_child=1 2 3 -5 -6 6 10 8 23 28 -12 -13 15 19 -16 16 -18 26 -20 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.2972364991834556e-05 -0.00014070479348921993 -0.0002037504580168871 -0.00010127240904944597 -0.00023147519937368992 0.00036059165572567287 -8.8324740351464254e-06 0.00012618933975820391 -0.00019079141954591946 -0.00010909107316117349 8.3219502186779564e-05 0.00052940902731857134 0.00031721603882611457 -8.8354366389297484e-05 -7.0380729548523928e-05 0.00021271293122542031 1.6816834936588759e-05 0.0004066051469805242 7.4556169440341094e-05 -6.3458600380647597e-05 0.00052982713070592554 -6.7795266644963498e-05 0.00031500772733056959 -0.00034461463834235476 0.00056935571054650565 4.2726270584446204e-05 -7.6304949656145734e-05 6.127662853463455e-05 -7.9169152557733252e-05 0.00018516668447643883 -0.00024441567154201519
leaf_count=9999 34812 1925 3197 7322 989 34536 5666 40671 45000 6718 1042 815 10600 15668 9255 13390 1335 6349 24770 366 1321 2556 11115 295 7434 3645 9926 37152 12726 1336
internal_value=0 -0.0236364 -0.00826329 -0.0227422 -0.11392 -0.0162691 0.0478322 -0.120796 -0.140933 0.111421 0.216522 -0.146041 -0.0377909 0.0349776 0.160411 -0.0572878 0.0635073 -0.0760964 -0.132293 -0.0633406 0.0143985 0.214564 -0.21786 -0.0915596 -0.0970278 -0.311714 -0.0356629 -0.063725 0.142164 0.0326387
internal_count=361931 257543 221916 199211 104388 191889 45121 103399 93400 22705 6708 35627 146768 28486 12452 118282 14725 103557 50130 16034 38413 3877 25360 52729 52434 14760 53427 43501 20780 8054
shrinkage=0.00087056


Tree=1409
num_leaves=31
num_cat=0
split_feature=681 1442 660 1216 795 138 702 194 766 710 909 1452 269 637 761 485 1465 557 51 56 735 1324 864 1002 281 912 1470 854 797 761
split_gain=36.1576 32.3308 37.4789 43.0481 41.3996 36.0406 38.9755 33.7995 35.1958 32.3885 34.9202 35.5323 35.1959 32.7494 31.2479 30.4921 30.4409 32.6659 31.1048 32.2633 29.4642 30.9333 29.2488 29.0178 28.892 33.6855 31.3013 31.464 78.2483 32.6271
threshold=1.0000000180025095e-35 -1.2625182715263061 -0.72421686037558375 2.3855481443271001 -0.29258408639884992 0.011185647378879829 -1.634372087230789 1.5271592296785539 1.4239049253602458 1.8739714802800056 2.2915798140579686 0.64630234182991153 0.24204918951595961 3.537378850252558 0.1356833520266377 1.524658136716935 -0.62392803878906389 -0.25618511716043801 -0.68916341501484679 2.4671720876882079 2.2560756724538602 -1.4346702411614787 0.72275257928592751 0.69854289147193727 -0.54880692867410807 2.8704278359818294 2.1185072687281465 -0.87473648844905705 0.63961785378869596 2.4130835502434373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 -3 6 -1 8 9 24 11 13 -13 15 -12 -11 18 -18 -2 -20 21 -6 -9 -23 -4 26 27 28 -26 -29
right_child=16 2 3 -5 20 -7 -8 22 -10 10 14 12 -14 -15 -16 -17 17 -19 19 -21 -22 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0012325559952962061 -6.5059099233933382e-05 0.00045900734024607718 -0.00034103423889744245 -0.0010190424734647418 0.0014280241924432236 2.7159842240656465e-05 -0.00055000203290973793 0.00064623183750748571 -0.0005806759464463435 -0.00024598866939922571 0.00075374731595175199 2.9151055514861208e-05 0.0024277732159034495 0.0058558520946360906 0.004462574566097696 0.001617222357621077 -0.00058026252089946355 0.00015523899622341063 -0.0013438792062441063 0.0033166760985313204 0.0013736686293341288 -2.0527819529310183e-05 -0.00058165728462490434 -0.00082372352875415293 2.4037005779508874e-05 0.00454606739482806 -0.00090044750945294345 -6.60739203705122e-05 0.0020283999980373916 0.0011586392278147538
leaf_count=1478 4187 30836 35811 6200 1294 29157 38177 9299 15102 8294 482 1050 1172 85 293 845 15437 15399 10345 131 1159 24820 1961 4795 6967 140 3927 88840 2189 2059
internal_value=0 -0.00992267 0.00100026 -0.0156452 0.0459031 -0.0580279 -0.107401 -0.0101108 -0.0189372 -0.00932495 0.0986654 0.0657471 0.304355 0.00259646 0.515607 -0.0108199 -0.0865267 -0.0433822 -0.189568 -0.277523 -0.00773459 -0.0211136 0.0972911 -0.0346582 -0.0192154 -0.00102569 -0.00259369 0.00487712 0.124101 -0.00813485
internal_count=361931 316432 247620 184716 62904 68812 39655 178516 167256 152154 12221 11446 2222 9224 775 9139 45499 30836 14663 10476 32068 30909 11260 29615 139933 104122 103982 100055 9156 90899
shrinkage=0.00446426


Tree=1410
num_leaves=31
num_cat=0
split_feature=184 746 644 768 429 760 691 464 706 693 497 287 1465 1467 1467 1457 21 984 809 150 294 3 1452 907 1223 1112 1452 471 1463 278
split_gain=35.0222 38.0958 31.283 36.1938 35.4556 29.0064 28.746 27.8567 26.9523 29.0948 30.4472 27.2154 26.6649 31.6241 41.6636 36.6949 27.9052 29.9424 27.545 29.3301 29.8659 28.9179 35.1437 30.4409 31.2597 30.7011 27.8598 27.422 27.641 26.739
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.34929633066952553 -0.07169705411046623 1.56651765643091 2.181063439396091 1.2777061444061084 0.66699641782368668 2.1164963568036277 -0.59550994792687628 1.9703080013679652 -0.82734224240950027 3.116712650924125 -0.44899544734167229 -0.3295993541954565 3.9189526428767678 -3.9164670491403295 0.93177101755727243 2.6372809947782678 -0.64200489332194854 -0.33385780552136052 0.15286892289349788 1.434259801303694 3.0421924527387119 1.0000000180025095e-35 -0.77273173593679401 0.010333415512314719 2.2944869526193208 2.5037573391015755 1.1425992208123956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 -4 6 8 -2 -5 9 -3 -11 -10 16 15 -15 -14 -1 18 19 20 26 27 23 24 25 29 -18 -21 -29 -23
right_child=1 5 3 7 -6 -7 -8 -9 11 10 -12 -13 13 14 -16 -17 17 -19 -20 21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0031141199598814389 -0.00014147721849514343 -0.00045365661045259698 -0.00039124823545344631 -0.0015508286750024777 0.001437253039260658 -0.0013936093486218847 -0.0014648790851839663 -0.00023386398692215219 -0.0013309617484195846 -8.5546303728741302e-06 0.0010227448431532806 0.0019705479777747214 0.002426604105508547 -0.0074122551756518962 0.00026444947089338021 -0.0019117581662324982 -0.0002523631403733628 -0.00039194629072550845 -0.00080451384871334654 2.6238885558365856e-05 -0.00059778572335527182 -0.0012290802977999629 -0.00069411201558200648 0.0034200718149265848 0.00058035753399440185 0.00021824220268959786 0.0004983430389625689 -0.00076593879639989164 -0.0066859227390998061 0.0014818012970463912
leaf_count=329 21628 19875 20871 15401 1763 2573 3222 2977 503 42586 3415 1530 1607 75 2028 237 19176 27648 4429 77242 18289 4034 3916 387 28827 22958 9928 3814 94 569
internal_value=0 -0.0483293 -0.0964023 -0.147908 -0.0333528 -0.0141387 -0.0589957 -0.24531 -0.00599774 -0.0138472 0.0160144 0.255357 -0.000509809 0.168952 -0.00607547 0.367541 -0.00399482 -0.00500659 0.00428554 0.00856439 -0.0424852 0.0236108 0.0589293 0.0726739 0.0685447 0.013229 0.00247526 -0.00415164 -0.181373 -0.170751
internal_count=361931 136344 65862 39249 26613 70482 24850 18378 67909 65876 46001 2033 225587 3947 2103 1844 221640 221311 193663 189234 47393 141841 60691 56775 56388 27561 29104 81150 3908 4603
shrinkage=0.00502748


Tree=1411
num_leaves=31
num_cat=0
split_feature=785 728 728 1080 1022 1016 1010 150 567 21 620 471 1470 706 493 43 647 590 1236 207 519 734 1463 838 908 677 878 540 142 858
split_gain=100.079 83.8215 55.8828 53.159 52.9516 65.2655 52.1102 44.2996 42.6573 41.5509 40.9796 34.7004 34.1801 34.997 34.3205 33.4439 33.9413 86.7181 32.3659 31.0636 32.1835 30.4622 30.1106 34.201 30.0836 29.8507 52.7534 29.4529 29.0827 28.9472
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.9615424434015647 -0.45926076786608272 -0.64024826449968064 1.0000000180025095e-35 0.16760437365778322 2.9395468797111257 -1.2599794927054064 -0.38804700176757151 -0.379433800897165 2.2744972866152193 -0.87782724458594241 0.58895901036483078 -0.66443602000037905 -0.056979058706651924 2.1420547332082829 4.1956285434281462 0.093599294775546141 -0.91818967631246473 2.6300269735309612 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 0.093087694967678575 -1.0336692051997565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 8 -6 24 10 18 -5 -10 14 -14 16 17 -3 -4 -9 -21 22 23 -18 -2 26 -11 -8 -20 -7
right_child=1 15 9 11 7 29 27 19 12 25 -12 -13 13 -15 -16 -17 21 -19 28 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014332614137600475 -0.00027335144314256986 -8.377576936460866e-05 -4.207154893330083e-05 0.00011090130832501018 -4.5061405243829481e-05 -0.00013885775413611628 0.00016657414340841755 -1.6330715108194256e-05 0.00011071927638072814 -5.4527728598374729e-05 -0.00012082371850425249 -0.00068916168560029072 5.3158904785409126e-05 -0.00017849959959840699 -0.00013398763207544362 -0.00028396686205279658 -1.7775000918697303e-05 0.00037031953063846462 0.00027007184181576215 2.9481462456544031e-05 0.00015904964807717393 0.00059135580273379036 -4.3362488930401851e-05 -0.00013550505550496652 0.00046214681622489852 0.00020654515950909859 0.00020522048934392111 -0.00018823831185396555 8.0318629152909681e-06 -1.1507071528803971e-05
leaf_count=3396 10917 4660 3178 7801 49367 5896 2485 34973 2032 3910 3800 135 5721 18138 8661 4157 9715 1349 2455 31438 4893 144 28947 50963 220 7626 3495 776 1699 48984
internal_value=0 -0.0516205 0.0773971 -0.0305213 -0.0373957 -0.0780815 -0.152746 -0.00884366 -0.180552 0.10853 0.0128644 0.13225 -0.140425 -0.163004 -0.0696051 -0.114144 -0.106361 0.0590662 0.103519 0.0230824 0.0646801 -0.119531 -0.121837 -0.154791 -0.34368 0.181468 0.0899304 0.107022 0.222507 -0.0315786
internal_count=361931 332372 29559 232437 224501 103830 48950 120671 45689 26163 11132 7936 34552 32520 14382 99935 95778 6009 7332 71304 36331 89769 89625 60678 11137 15031 7405 3261 4154 54880
shrinkage=0.000743015


Tree=1412
num_leaves=31
num_cat=0
split_feature=728 659 633 1453 705 497 1049 556 744 417 671 284 962 992 968 771 1173 43 620 975 761 621 1443 1178 852 73 1122 409 426 971
split_gain=36.1121 37.0258 36.6986 42.0647 34.0354 37.4322 40.4097 31.1348 29.8833 29.1464 27.3178 27.3127 27.2812 28.851 35.4871 28.6223 26.8882 26.7808 26.3142 29.8368 27.3046 26.3066 26.2629 25.7015 25.6253 25.5878 28.9451 25.2117 25.9937 25.1484
threshold=1.0000000180025095e-35 0.62821384419828064 -0.77899086806337892 0.43370469085150809 0.87723755459486374 2.4192885550665473 1.261689008203277 1.0615556868388774 1.3025484894158337 0.34917881023931147 2.6425086185778714 1.8965768897120119 0.78457125397875782 0.6146227839635201 1.1535451889171984 2.1044043402245265 -1.8005373450082749 2.2744972866152193 0.16760437365778322 2.6752129981587838 1.0276650963282175 1.5846770304314888 -0.65766373710084702 -0.43701686206641505 -0.22706799479215015 -0.83873546956559142 5.4448916878498634 1.8072418525143996 2.6217642627576114 -0.49335718261836614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 7 12 -7 9 17 -4 25 -1 13 14 15 -6 -14 -2 19 20 22 23 -10 -9 -15 26 -11 28 -3 -27
right_child=8 27 4 -5 5 6 -8 21 18 10 -12 -13 16 24 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00049758312091129412 -0.00031539714059893107 -0.00020905601505659201 -5.8700382466941327e-05 0.00035276194144210428 -1.2762477549495088e-05 0.0024146978214607488 -0.0010094607515701729 -0.0013276582264509403 0.00017839975739459681 0.00091263706148420943 -0.0011936764727724532 0.00078832958371646345 0.0046366079272318053 0.00011590462837197765 0.0011334487872489375 0.001175720061772544 -0.00035634016551736313 -0.0015536631436159248 -0.0006531935681878641 0.012768888045115227 -0.0015866990085515219 0.0013788986049391384 0.0014807625081417371 -0.00025984038309153159 0.0015556613328696243 -0.0002874424905269228 0.011231128364287619 -0.0014654727833317697 -0.0021250363421644438 0.00042578129464061439
leaf_count=38760 93858 37144 64068 11927 20181 1737 473 4764 4581 6426 1208 2075 130 2139 4316 2849 8693 4153 2830 24 691 1042 2953 8919 3958 7879 28 2950 930 20245
internal_value=0 -0.002766 0.00902451 -0.0466265 0.0245103 0.0745952 0.341478 0.00411162 -0.0553044 0.0169713 0.0649637 -0.0850175 0.0600477 0.0857549 0.0566278 0.0232552 -0.0560235 -0.071131 0.05177 0.114647 0.10753 -0.0981651 0.145189 -0.124492 0.218087 0.0762219 0.194588 -0.0647198 -0.0513452 0.0478555
internal_count=361931 252841 211817 52762 159055 44476 2210 114579 109090 99854 35786 40835 42266 33443 27346 23030 8823 98011 11079 8249 8225 14725 7534 13683 6097 34578 6454 41024 38074 28124
shrinkage=0.0049289


Tree=1413
num_leaves=31
num_cat=0
split_feature=785 728 852 65 727 539 694 784 928 727 624 353 212 1030 1470 43 560 770 647 590 734 1463 838 1114 1453 346 428 1237 927 982
split_gain=74.4598 68.4794 50.032 55.6989 54.8579 61.3647 51.0441 49.1134 43.598 43.3416 40.8326 36.5819 34.2896 32.906 32.6817 31.6728 31.181 31.0435 30.6805 81.6625 30.55 30.5922 33.436 29.6314 29.1238 28.362 32.7822 28.3477 28.1014 27.9432
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.22706799479215015 1.3605314985471562 1.0000000180025095e-35 0.6695026854463163 1.2615335103024639 0.9594655836162902 -0.97827964681891932 1.0000000180025095e-35 -1.5779243884368064 0.63280207191488913 -0.95074258042034143 0.99422031274767553 -1.3664195657027294 2.2744972866152193 1.6590601587821199 0.83464662575206228 -0.87782724458594241 0.58895901036483078 4.1956285434281462 0.093599294775546141 -0.91818967631246473 3.3498340555328805 0.23588741000983263 0.22414172584433242 -0.68788648655711215 3.1448086484416251 1.0483613175537825 -1.3732209682505148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 7 6 8 23 10 24 28 -4 -10 -12 25 -9 18 27 -14 19 -3 21 22 29 -2 -6 -11 -27 -16 -1 -20
right_child=1 15 3 -5 5 -7 -8 14 11 13 12 -13 17 -15 16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.4266281394555781e-05 9.1903580977440165e-05 -9.1091173676579627e-05 -0.0002444764632162403 -9.4644062848447892e-05 -6.7601790287449934e-05 1.3071302728846654e-06 -6.2185262665763829e-05 -0.00050562063259636204 -0.00018229931869412916 0.00017602344515375102 -0.00011083971677344333 -4.8334047747833399e-05 2.5470883978868717e-05 -0.00019351825593236729 0.00012053299171499976 -0.00030899268854035777 -0.0001571402169521228 -6.5507904540148507e-05 0.00029738475226259714 0.00040532626013073305 0.00067490453925307561 -4.1754197202946369e-05 -0.00014617291094814918 0.0010037218482457544 0.0002093026954446385 -0.00033601500501588793 8.008379110445145e-05 -0.00028790699477842727 0.00020437854615451068 -5.2951435316527876e-05
leaf_count=11206 11042 4660 3056 23502 4669 15738 16353 274 35922 12160 9322 9586 65071 997 19098 4157 1374 14713 1104 1349 144 28947 50963 113 1863 748 3103 741 1345 8611
internal_value=0 -0.0500391 -0.0309658 -0.00538806 -0.0722331 -0.108073 0.0121577 0.0122818 -0.152039 0.0616603 -0.00979356 -0.179591 -0.00260667 0.133768 0.100782 -0.106711 0.110018 0.0108512 -0.0991496 0.0582603 -0.111719 -0.114036 -0.147338 0.121334 0.0221062 0.158264 0.000407837 0.131152 -0.0295693 -0.0176789
internal_count=361931 332372 232437 137151 95286 67778 27508 113649 52040 29559 92162 45508 89106 17008 21487 99935 21213 79784 95778 6009 89769 89625 60678 11155 6532 16011 3851 19839 12551 9715
shrinkage=0.000836755


Tree=1414
num_leaves=31
num_cat=0
split_feature=871 785 125 1426 1431 1429 728 50 1465 194 789 470 150 1464 1452 1089 831 333 1097 1092 1016 677 126 679 1388 1469 735 885 632 1391
split_gain=79.6537 71.5782 51.3225 51.8298 41.9031 41.2314 39.6735 38.2512 48.7129 40.941 36.6988 38.0554 42.3119 35.9342 37.9353 35.8525 35.2302 35.1092 34.4142 34.3578 33.5784 60.7879 31.0336 31.3596 43.0243 38.6945 30.7443 30.0734 29.8512 29.7213
threshold=1.0000000180025095e-35 -0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 0.37973282798721492 1.0000000180025095e-35 1.1248358748350926 0.66595742291584703 -0.047255830474676276 1.2591636618135829 1.434259801303694 1.0000000180025095e-35 2.3126212207343961 1.0000000180025095e-35 -1.2571877020351898 3.5957525378519168 1.0000000180025095e-35 1.0000000180025095e-35 0.70880289725806289 1.3590407435377796 -0.51625809377534104 -0.30740309852321129 4.0547895985384921 6.7447596507476248 2.5784017590281816 1.6524652073085784
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 5 -5 -1 9 28 27 11 -4 -13 14 18 26 22 -14 -8 29 21 -20 23 -17 25 -25 -2 -3 -9 -19
right_child=15 2 10 4 -6 -7 13 8 -10 -11 -12 12 17 -15 -16 16 -18 19 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013291500878001726 -0.00014706755074845936 -0.00011685633041559612 -3.5148892724965806e-05 -2.7605500693273108e-05 -0.00020820718835764691 -0.0001213889470136067 -0.00012152273711952332 -2.8568542256187335e-05 8.1730869375851913e-05 -1.3085698680907388e-05 -8.7998019479707364e-05 8.7397679291754194e-06 2.0260020839723758e-05 0.00029497974048087053 -0.00026131286248050166 -0.00010983761569552931 0.00025831934213487953 0.00022308482407269051 -0.00010247072115501145 -0.00050127231440371626 0.00018911551479975665 0.00016514434277589235 4.6125778037858169e-05 0.00081960983716313494 -7.4315173489707744e-05 -5.6826211641447275e-05 0.0013496104904835537 0.0010469015242197208 0.00031022207887123791 -0.00022039022670011888
leaf_count=2759 33607 34026 18176 34355 11266 31263 1966 55454 14945 23805 8730 19048 5276 2151 956 28705 967 7653 4249 171 7654 5039 6223 470 1471 357 31 44 719 395
internal_value=0 -0.0279594 -0.0392426 -0.0577846 -0.108433 -0.0882183 0.0805414 -0.0316067 -0.00074428 -0.0796992 0.0130209 0.0342538 0.0749921 0.109459 0.0819426 -0.118709 -0.0707636 0.159737 0.102475 0.23772 0.13397 0.05035 -0.0840646 -0.117898 0.163888 0.61796 -0.183233 -0.144104 -0.0304686 0.256245
internal_count=361931 290100 265326 205877 76884 65618 24774 128993 71118 57875 59449 50719 32543 22015 19864 71831 38193 13495 18908 8219 16942 9288 37226 31003 2298 827 33638 34070 56173 8048
shrinkage=0.000788493


Tree=1415
num_leaves=31
num_cat=0
split_feature=50 56 581 1034 279 799 1049 1467 1304 644 651 1298 1455 1190 392 715 1466 1110 846 1272 1463 498 1242 585 359 1454 1400 843 592 1456
split_gain=35.3411 57.366 35.0591 34.3142 36.7354 33.4327 36.4235 33.1056 32.6098 34.6192 32.2612 31.0644 29.7197 31.5044 28.3756 28.1859 28.0504 27.2971 26.836 32.3585 34.5238 28.8043 28.1786 26.5437 27.2698 26.1972 25.7193 25.6539 25.6063 25.553
threshold=0.55630078546380823 1.0000000180025095e-35 2.1516800948178267 0.71742563768805134 -1.1438953002515546 -0.58454210970522613 -1.2475406966817169 3.8567296589757825 -1.2519738572323926 -0.34929633066952553 1.1107569744011787 0.60955665694886108 0.33590288359190601 1.7121686571640717 1.456823163211475 2.5459610843028679 1.6394897097726615 -0.95307880533969902 -0.61723134193646711 1.0425293070791588 -0.20289203604217837 1.1488958865099481 -1.5837765539412711 0.59573659850611882 2.245824749166097 -0.98478334500156417 0.073403127583947431 2.1284334098236743 -0.59494694347224619 1.6651900077780224
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 14 6 -6 8 12 27 11 -5 -1 15 -3 -14 29 -18 -7 21 -21 23 -22 -20 -25 -2 -11 -10 -23 -9
right_child=25 3 -4 10 5 18 -8 16 9 26 -12 -13 13 -15 -16 -17 17 -19 19 20 22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010588052461136259 -0.001444325399369802 -0.00062460864243773248 -0.00142313362972982 -0.00053899635687586569 -0.0016014941378365041 0.00034358319632665833 0.00058603190535696614 0.0026233395785118631 -7.0241124761289726e-05 -0.00028700068166897667 -0.001337276137030623 0.00023803879941353666 0.00020843340102209634 -0.0024716135503894941 0.0013189734604354157 0.0072449644651711755 0.0052242674097947315 -0.0027445537616511179 -0.00037244570566501335 -7.3557744493034496e-05 0.0081425532250333083 0.0015412185911561824 0.0010800384122476559 1.8408747921406036e-05 0.0017092892973730196 0.00011949808634170877 -0.00087826824559254454 0.0014944688937922452 0.00012810927229944461 -0.0044544056903673681
leaf_count=18750 1290 14180 5028 14953 973 21643 17965 806 41788 33688 3217 8702 4914 832 993 47 52 258 42042 4681 52 1437 3720 11447 891 82873 16324 1084 7214 87
internal_value=0 -0.0301125 -0.0731179 -0.00353442 0.0114607 0.0237182 0.106257 -0.0652785 -0.0703281 -0.0518087 -0.0773079 -0.0480742 -0.166624 -0.00235252 -0.104796 0.0718033 0.288206 -0.288159 0.00634898 -0.0142486 0.107216 -0.0322881 0.254133 -0.0522991 0.0349501 0.0213841 -0.100082 -0.0050464 0.0796581 0.474518
internal_count=361931 277768 123658 154110 127238 112065 18938 118630 117427 92884 26872 23655 24543 5793 15173 4961 1203 310 93127 71484 8453 63031 3772 54380 12338 84163 50012 42872 8651 893
shrinkage=0.00464461


Tree=1416
num_leaves=31
num_cat=0
split_feature=785 181 728 712 852 189 784 1470 578 1237 560 927 719 854 896 647 590 846 365 500 263 1423 21 626 1252 1179 1119 1459 1121 146
split_gain=107.836 79.9072 60.8304 57.3645 50.6083 43.4172 40.4363 37.8249 37.5665 34.7031 34.4533 34.321 34.1507 39.2397 46.6434 33.8837 77.9902 34.6245 33.1533 34.6601 32.5475 32.4199 31.793 39.0116 37.3428 31.8766 32.6044 31.3132 30.6304 30.4753
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.22706799479215015 2.7059755265676442 0.9594655836162902 -1.3664195657027294 -0.87905496296652397 1.4298092310842805 1.624162733529299 1.0483613175537825 1.0000000180025095e-35 0.6247898780741229 -1.1308725805994078 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 -0.78919497293715091 0.98683626384121903 1.6445160113075163 1.0000000180025095e-35 -0.13431221002227373 -0.30277000811817639 -1.000215229546964 0.3194475397105126 1.0000000180025095e-35 0.53912233727729608 2.6505750147567397 2.2368666814773395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 18 6 -6 -8 -5 11 -9 12 -10 14 -14 16 -4 -17 28 21 27 22 23 24 -20 26 -26 -3 -2 -19
right_child=1 20 15 8 5 -7 7 10 9 -11 -12 -13 13 -15 -16 17 -18 29 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00016401619551715678 1.7855126425481054e-05 -0.00013886787915672559 -7.7313362878763547e-05 0.00025613810226249859 -5.4284551452072597e-06 -0.00037819224024971049 -0.00054844915180872987 0.00010375968623008982 0.00011367603733743883 -0.00016713146023262309 -0.00016380733792029304 0.00026828416925164214 -0.0003094880715357043 -0.00032137941835672052 8.923158263061144e-05 -2.8572511009323706e-05 0.00041801878273453244 -0.00012846177042835061 0.00018124072965819933 -0.00017856892231719434 6.784947925529255e-05 -0.00015289229588183109 -7.8027246178486833e-05 8.8145447320239718e-05 -0.00016428700833245817 -0.00029596830520615784 0.00014408150002219672 -2.9304728818578245e-05 0.00072438686752566192 0.00013800510425692475
leaf_count=3225 13146 54652 3910 3439 88417 1185 257 18911 12025 1734 1399 2638 964 1145 4389 23148 1186 48791 1464 9619 3060 9943 21212 11014 2981 2563 1798 12108 188 1420
internal_value=0 -0.0541057 -0.0378365 0.0798788 -0.0180154 0.00985992 0.0135538 0.095528 0.110349 0.0802172 0.105616 0.103243 0.0724907 -0.0435453 0.025688 -0.096249 0.0801738 -0.110677 -0.0642962 -0.0869023 -0.131319 -0.0655538 -0.0404665 0.0246323 -0.089735 -0.158992 -0.0502777 -0.144951 0.035159 -0.14812
internal_count=361931 332372 262552 29559 184097 110169 108984 20567 26334 22895 20310 21161 18523 6498 5353 78455 5096 73359 73928 60594 69820 50975 41032 19820 8806 7342 4779 66760 13334 50211
shrinkage=0.000804263


Tree=1417
num_leaves=31
num_cat=0
split_feature=545 785 497 1442 803 382 388 1375 939 713 1097 666 609 138 602 539 710 693 1457 899 705 554 839 728 1361 566 911 583 1430 1470
split_gain=83.5217 75.3512 58.4945 52.4946 48.9095 46.4802 44.169 46.0707 42.9507 42.238 48.6334 39.9171 58.9919 38.7767 40.6819 42.6894 38.4656 49.9844 42.9705 40.2897 38.6549 37.3708 41.7782 36.9362 36.5342 35.1889 34.8228 35.5685 34.0615 33.0369
threshold=-1.0372938969678034 -0.86283290253235112 2.0895063784560848 -1.2625182715263061 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 -0.27377523386692942 1.4307804817950061 1.0000000180025095e-35 -1.2571877020351898 0.45873907618427312 1.6285028476148826 1.8037909328924133 1.0000000180025095e-35 1.0000000180025095e-35 1.9207401787728819 -1.3923357253595416 1.5723103033889971 0.05717670119300592 1.3483541271127406 0.83933126977026895 2.778493016390716 -0.49008176997875957 1.0000000180025095e-35 2.4597361361669212 1.7533767525385751 -0.55326332990463356 0.54622893720785959 -1.1890194440405242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 9 3 24 6 26 16 -8 13 -2 -11 -6 23 14 15 -1 18 -18 19 25 -21 22 -19 -13 -3 28 27 -4 -5 -10
right_child=1 2 5 4 11 -7 7 -9 29 10 -12 12 -14 -15 -16 -17 17 21 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00032108496260060005 -0.00016516851637588269 -0.00020289770722166416 1.3618407180033977e-05 -9.7962587152572881e-05 3.4844021762816464e-06 -2.6920672501888995e-05 -3.8630441131195375e-05 -0.00019028220955213159 0.00045434689631891596 -0.00016410782373316876 0.00011783341707531132 -7.7097558914014677e-05 -0.00057362887753889622 7.518387840924446e-05 -8.4307202834782327e-05 -0.00013236936598072573 -0.00012161296641769989 6.7283551424484456e-05 0.00010460771356307386 -1.3740929788042807e-05 0.00019774554288255186 0.00040288994593128851 0.0009725341523877161 0.00036426301355901836 -6.550944847435589e-05 0.00015542634959365232 -0.00011869390215791429 0.000342097436951275 -1.947652112128292e-06 8.836119342738645e-06
leaf_count=14807 2452 15451 1353 58051 6782 5318 18949 15492 721 2093 21790 674 267 4997 47018 19015 2946 5491 6623 52901 2761 1415 140 3017 22391 1938 851 3602 15124 7501
internal_value=0 -0.0243922 -0.0371874 -0.0455256 -0.0321472 0.105083 -0.0411829 -0.119936 -0.108665 0.0822428 0.10813 0.102517 0.262962 -0.125301 -0.138633 -0.218204 -0.0262936 0.0980747 -0.0360568 -0.0452796 -0.00276305 0.188185 0.109705 0.32861 -0.129765 -0.0794171 0.229703 0.295845 -0.0881563 0.0641186
internal_count=361931 267872 241537 230413 192571 11124 181831 34441 94059 26335 23883 10740 3958 85837 80840 33822 147390 9992 137398 130775 55662 7046 5631 3691 37842 75113 5806 4955 73175 8222
shrinkage=0.00085349


Tree=1418
num_leaves=31
num_cat=0
split_feature=785 728 727 519 712 382 666 181 852 727 930 694 588 1230 588 189 665 388 1043 50 149 862 133 21 971 647 590 982 708 1450
split_gain=92.5901 76.7378 52.8007 52.5935 81.9074 52.8975 50.7605 47.7983 44.3442 43.5292 44.0495 43.5067 39.3624 39.1644 38.2745 37.9846 35.2154 33.5218 32.2229 31.968 34.2909 31.934 34.7674 34.1752 31.8325 31.3647 74.0706 31.0446 35.6138 30.2437
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.2575337098986954 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 1.0000000180025095e-35 1.2342127532274445 2.250834115212506 2.3457019632811744 0.71188872395471614 2.7059755265676442 1.0000000180025095e-35 1.0000000180025095e-35 -0.87550623329423771 0.55630078546380823 -1.124318789755608 -0.97446007815901359 3.1456474086536006 -0.13431221002227373 -0.8891902375834092 -0.87782724458594241 0.58895901036483078 3.0854258727671673 -0.55689657685208205 1.1911932593428711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 13 7 8 9 11 -11 -2 -7 19 -13 18 29 25 -10 20 -6 -12 23 -23 -4 26 -3 -19 -29 -8
right_child=1 17 24 4 5 12 16 -9 15 10 21 14 -14 -15 -16 -17 -18 27 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.3532129488597255e-05 9.3184692195922387e-05 -7.2548042168166634e-05 -9.9508300847395603e-05 -0.00014586164463893601 -0.00019402147743189939 -3.2793173191052146e-05 -8.8513826146656644e-05 -9.246268959384547e-05 -7.8566632498021439e-05 -0.00015544214632777129 -0.00022230703668274401 -1.51628462724624e-05 0.00036672969853196994 -0.00017741204968617193 -0.00025959097279016128 -0.00035601511781863186 0.00018100463650021865 -0.00017504992203373377 8.1046305883679188e-06 0.00045861829290200803 0.00022909989893137307 4.5616053141847705e-05 -0.00039965872522904435 -7.6615739173024558e-05 0.00013291313786655977 -8.1099742129629848e-05 0.00037205612232602166 0.0009705062200661889 -0.00053100298673636485 0.0003538576156179427
leaf_count=12551 7768 3918 1561 3773 505 5087 2855 44682 14585 19712 2974 9288 640 529 2226 1108 4106 20046 81458 1155 4206 11507 853 13044 15447 74532 1190 146 103 376
internal_value=0 -0.0552529 0.0691311 -0.0350599 0.0764769 0.153828 -0.0449965 -0.0520063 -0.0362236 -0.081936 -0.119483 0.0064651 0.0134999 0.278472 -0.087089 -0.00796594 0.121192 -0.115141 -0.00416604 0.325748 0.251015 -0.0661457 -0.0424096 -0.0290167 0.148402 -0.0954292 0.073936 -0.221423 0.653713 -0.0419304
internal_count=361931 332372 29559 232437 15895 12122 216542 209205 164523 67372 48090 19282 5727 6395 11514 97151 7337 99935 96043 5866 4711 28378 25404 24551 17008 79640 5108 20295 249 3231
shrinkage=0.000743015


Tree=1419
num_leaves=31
num_cat=0
split_feature=785 181 728 727 852 189 784 1470 1030 560 263 1013 543 216 3 647 590 257 712 955 944 148 497 727 930 694 846 882 624 146
split_gain=104.268 76.7073 59.6126 52.2204 49.1634 41.8799 39.0036 37.2652 34.81 34.1939 32.5965 31.771 32.872 31.8326 36.3324 31.42 77.4666 30.443 36.999 36.2577 37.1798 34.9845 30.2622 32.4656 35.5476 35.386 29.5991 29.4551 28.902 28.8213
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 2.7059755265676442 0.9594655836162902 -1.3664195657027294 0.99422031274767553 1.624162733529299 1.6445160113075163 0.54050183860820311 3.5790413131208703 -0.7695639776090929 -0.61367323223370651 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.63779424894106762 2.3308467365638124 0.53713281317862982 -1.2590762938126818 1.461728259125324 1.0000000180025095e-35 1.0000000180025095e-35 1.2342127532274445 -0.53268848306471728 0.44470034393954044 -1.5451108647096563 2.2368666814773395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 11 6 28 -8 -5 -9 17 12 22 14 -13 16 -4 18 -3 -19 -21 -20 23 25 -25 27 -17 -2 -6 -28
right_child=1 10 15 8 5 -7 7 9 -10 -11 -12 13 -14 -15 -16 26 -18 19 21 20 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-2.1541596637032215e-05 2.2511479981816227e-05 -2.8190433802855809e-05 -8.7771812914526232e-05 0.00014907981739327073 -0.00020647624990945498 -0.00039059662387879314 -0.00057095610731278102 0.00010306913466848295 -0.00018602307981271409 -0.00017428519554600912 6.9487822846614421e-05 0.00039214591493257382 -0.00055840541511496691 -3.2130517325078695e-05 2.775732934401975e-05 -3.6644273675100916e-05 0.0004258830652869339 -9.353949497422224e-05 -0.00058922252448763304 0.00013423926440556984 0.0013029726918914867 -0.00019757293501358018 5.128852137507991e-05 -0.00019391828108164229 -7.2483968832879581e-05 -9.5877494154431665e-05 -0.00013319984988874447 0.00032728596335929297 -3.6452326137279616e-06 0.0001362297619825223
leaf_count=12551 4817 6188 3910 16011 2972 1185 257 18911 997 1399 3060 1417 802 12074 2475 23148 1186 33606 1577 519 104 24766 5182 15465 21878 8684 48791 1134 85445 1420
internal_value=0 -0.0573847 -0.0414438 0.0744789 -0.0218093 0.00568002 0.00930417 0.0898399 0.15317 0.0998534 -0.133109 -0.0674439 -0.0921582 0.0198116 0.187976 -0.0992796 0.0705249 -0.146755 -0.210958 -0.101138 0.459089 -0.259297 -0.0871804 -0.105087 -0.141524 -0.0173674 -0.113187 0.104739 -0.0106492 -0.147872
internal_count=361931 332372 262552 29559 184097 110169 108984 20567 17008 20310 69820 73928 57962 15966 3892 78455 5096 66760 32531 34229 623 26343 57160 51978 37343 14635 73359 5951 88417 50211
shrinkage=0.000836755


Tree=1420
num_leaves=31
num_cat=0
split_feature=181 1243 775 21 1450 1200 203 317 1285 966 751 1326 789 1175 353 289 1244 1038 609 294 660 148 1449 263 626 1165 562 478 487 1331
split_gain=37.0035 33.9155 36.4135 35.5344 35.1024 34.4594 29.0889 28.8045 28.3964 27.3597 31.6383 27.0385 26.7044 30.4622 26.5486 28.7368 26.2788 25.5216 33.3116 25.4682 30.189 31.8371 29.0536 28.8345 28.7256 26.3221 27.9158 25.0905 24.9673 24.821
threshold=1.0000000180025095e-35 0.22991414747585318 1.2885360410936924 -1.8362818876253988 -0.52190567387341558 -0.46096235005163527 1.6436232400911501 1.0000000180025095e-35 1.0000000180025095e-35 2.6891860905129055 1.0000000180025095e-35 1.9377652861289671 1.1248358748350926 0.12360800385132023 1.1985204625937358 -0.94398201415369043 -2.0027994516645182 1.3112837557125059 1.6285028476148826 0.92159612535094959 -0.72421686037558375 -1.1109421389375742 0.4956696479356319 1.6445160113075163 2.9905987839344603 3.9888208952387969 -0.18508634817216083 1.8167082398441956 1.2575391871604671 -0.46790723428577075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 29 8 9 12 -7 -11 -8 13 -1 15 -14 -2 27 -19 20 -18 -22 23 24 25 -23 -27 -15 -9 -5
right_child=16 3 -4 5 -6 7 11 28 -10 10 -12 -13 14 17 -16 -17 19 18 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=7.9246992406494567e-05 -0.0030306032606698965 -0.0031548739880781305 -0.00033281418528993359 -0.00012927973469973697 0.0017113432374668144 2.0110337493084331e-05 -0.00039890285741497395 -0.00030553589784506946 -0.00019072299956177484 -0.00022801499932610222 0.0047735351510173971 0.0016982243003525847 0.001110830392295528 0.00033197541080132875 -0.00093643088318499392 -0.00015325706856415103 0.00019092135218673915 0.0010172205714546669 -0.0012631167373407493 -0.00076691730206942534 -0.0011596152051523713 -0.00049287749292115665 0.00025662053934909511 0.00096874670181373401 0.0094296334695756854 0.0089979490818613093 -0.0032267385670461113 -0.00071791635675963602 -0.0015227156591695607 -0.00082877942335020328
leaf_count=71468 504 261 22270 8260 1336 33428 18729 17123 26512 243 204 626 1745 41527 2950 12700 15179 6680 529 11689 5060 32119 9271 1234 25 45 40 2494 2391 15289
internal_value=0 -0.00691539 0.00732297 -0.0490115 0.29343 -0.0562672 0.0172862 -0.0255783 0.0254795 0.012169 0.560961 -0.0763585 0.0369814 0.0484682 -0.0405338 -0.00286223 -0.0684043 0.0878271 0.202012 -0.0649984 -0.0465563 -0.0788332 -0.0573506 -0.0935115 -0.110637 -0.11311 1.20329 0.0679038 -0.100922 -0.136444
internal_count=361931 286765 208230 78535 1597 76938 185960 53389 166605 33875 447 19355 140093 122698 17395 14445 75166 51230 7209 74662 62973 47794 42734 33463 32229 32204 85 44021 19514 23549
shrinkage=0.00420677


Tree=1421
num_leaves=31
num_cat=0
split_feature=1022 1016 941 1089 221 540 804 792 836 193 768 617 727 754 747 1450 1468 1469 519 1468 1458 816 868 660 782 582 1176 522 1452 858
split_gain=36.0616 72.4106 43.6172 58.3018 37.6441 34.1093 33.3531 31.9411 35.7358 35.435 34.6324 34.6215 35.107 35.1861 31.4734 31.1714 32.1156 30.8621 30.8573 30.7947 31.5484 30.7601 30.7565 30.874 31.9586 28.6705 30.1129 28.3412 28.2607 28.0903
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.9607587081991176 1.0000000180025095e-35 -1.1584163420951359 0.99026637822014563 1.0000000180025095e-35 1.0000000180025095e-35 0.33874722615291447 1.0000000180025095e-35 -1.6136387356073187 1.6614250791469047 1.0000000180025095e-35 1.451957509147501 0.98810451262880827 -0.075093369740202656 0.74910709165279876 -0.88964864486721928 2.1420547332082829 3.6004644055904023 1.8460070869938618 6.0906794990390116 0.53022336195039899 -0.72421686037558375 -0.33729624418304543 0.55744534610710572 -0.30288476713004037 -0.71745339412579689 0.12123865857459654 1.0825608069246189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 -5 6 -4 11 9 10 -9 12 25 18 -11 16 -6 -15 22 20 -17 -1 23 -14 -25 26 -2 -27 -22 -20
right_child=7 -3 5 4 15 -7 -8 8 -10 14 -12 -13 13 17 -16 19 -18 -19 29 -21 28 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0011033491207991994 0.00063574879259728565 -1.4630156167819755e-05 -0.0008515421152260268 -0.0016793163371884294 -0.00066337894292214624 -0.0012154595916483617 0.0012780720324088858 0.0022592099901116896 -0.0003160322824034955 -0.00033735235271518049 0.00019877734267791851 -0.00039062953375380215 0.00092056676218286863 0.0014014969094523022 0.00047546606577774172 4.3054900641124923e-05 0.00039311935700904308 -0.0012512089857268747 0.0014528515536799619 -0.002769883505453746 0.0035786174059558922 0.0029980299894842755 -0.00080208884718357954 0.00091933122446919194 1.1266327778584736e-05 0.00032975046662543514 -9.1589807961117573e-05 -0.00075678020258011769 0.00015434254452757862 -0.00067686170675921318
leaf_count=26675 9219 90468 1092 3845 23962 924 2987 787 40707 27128 36186 12242 8429 481 4521 15765 4122 2193 4289 410 434 121 1892 4904 12821 3139 13548 7584 452 604
internal_value=0 -0.0432889 -0.105367 -0.124626 -0.076617 0.0927159 0.183603 0.0031389 -0.0211277 0.00962992 0.0550872 0.0367404 0.0534687 0.0990057 -0.0452773 -0.0600058 -0.11424 -0.157084 0.116596 0.0220883 0.0389696 -0.24117 0.0893614 0.107509 0.055995 0.000304287 0.0451744 -0.0952016 0.437807 0.271614
internal_count=361931 171257 80789 75786 48990 5003 4079 190674 109329 68622 36973 81345 69103 35613 31649 45145 28084 2674 32939 17061 16651 26796 28046 26154 17725 33490 22767 10723 886 4893
shrinkage=0.00437672


Tree=1422
num_leaves=31
num_cat=0
split_feature=785 181 728 712 852 189 578 784 1470 560 1237 921 970 1470 1109 927 272 263 257 728 955 944 148 647 590 846 772 1256 1043 1190
split_gain=94.4717 75.8385 58.5663 55.8159 54.9059 42.1331 39.7823 39.6132 36.9449 35.1996 34.5816 33.3553 33.1003 38.5364 38.1207 32.6372 33.0433 32.3316 31.3946 40.4099 37.714 39.749 32.5617 30.4199 68.694 32.2666 29.3917 31.6545 29.2531 30.8321
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.22706799479215015 2.7059755265676442 -0.87905496296652397 0.9594655836162902 -1.3664195657027294 1.624162733529299 1.4298092310842805 0.62154522891879982 -0.68903569641304141 -1.2954595170378473 -0.49995493244068684 1.0483613175537825 1.6568181847307961 1.6445160113075163 1.0000000180025095e-35 -0.49008176997875957 2.3308467365638124 0.53713281317862982 -1.2590762938126818 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 -0.92703045953405072 -0.68899123727933109 -0.8066570567396022 3.0412637214590359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 12 7 -5 28 -9 11 15 -10 13 -2 -14 16 26 18 19 -3 -20 -22 -21 24 -4 -25 -8 -28 -6 -30
right_child=1 17 23 6 5 -7 10 8 9 -11 -12 -13 14 -15 -16 -17 -18 -19 20 22 21 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.00016559276047191723 0.00026947638091608518 -1.984176492538678e-05 -7.3767663928810191e-05 0.00025572601538146846 -7.7267936170700711e-05 -0.00037104156186671858 -0.00013396463893723819 -0.00054004902332345766 6.5615151963420649e-05 -0.00016466303232357847 -0.00017219317249102053 0.00022737546884285038 -0.00015345932788989459 -1.5027578319894654e-05 -4.5499144423179476e-05 0.0002585752745677529 -0.00019230976613122055 7.1158363037167777e-05 -8.4275352260875311e-05 -0.00055468789215456897 0.00013718542213388284 0.001303539925748129 -0.00018887758442669722 -2.7357794334134383e-05 0.00039035909075989939 -0.00011483079363351932 -5.4164623604592659e-05 0.00013498330498824213 8.096355463157632e-06 0.00056754819481582739
leaf_count=3225 1374 6397 3910 3439 15237 1185 1748 257 14291 1399 1734 4620 16361 19812 36381 2638 1501 3060 33606 1567 519 104 24567 23148 1186 50211 3057 12217 72897 283
internal_value=0 -0.0513333 -0.0354873 0.0740763 -0.0160395 0.0130056 0.104128 0.0166361 0.0977113 0.107659 0.0730742 0.131299 -0.0642624 0.00775184 -0.0954547 0.0960935 0.0661973 -0.126669 -0.14028 -0.205502 -0.0939227 0.478082 -0.257303 -0.092861 0.0742508 -0.10656 0.0915084 0.120351 -0.00348794 0.0127557
internal_count=361931 332372 262552 29559 184097 110169 26334 108984 20567 20310 22895 18911 73928 21186 52742 21161 18523 69820 66760 32531 34229 623 26134 78455 5096 73359 17022 15274 88417 73180
shrinkage=0.000804263


Tree=1423
num_leaves=31
num_cat=0
split_feature=785 728 728 1431 852 727 923 519 784 21 620 694 576 647 590 848 1112 2 1236 146 1442 321 278 924 1449 1154 953 1463 1469 497
split_gain=94.5516 73.6045 60.0833 52.7043 46.6698 45.2787 58.5693 47.208 42.4416 39.7295 40.371 36.1523 35.6272 33.424 86.3718 32.7631 33.0443 32.5779 32.2587 31.7774 32.2353 32.2521 30.529 30.4559 30.1291 32.7514 45.6194 30.1155 29.6956 29.3304
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 0.9594655836162902 1.0000000180025095e-35 0.16760437365778322 1.2342127532274445 1.1032265037225084 -0.87782724458594241 0.58895901036483078 -0.80540838421665562 1.9876916957218846 -0.98356635867290676 -0.66443602000037905 2.888475460910541 0.2363784148266897 0.46728705763592832 -1.1833072469291228 1.8999064755685127 0.74561756370782817 1.0000000180025095e-35 1.0000000180025095e-35 0.093599294775546141 -1.3263328046252252 -1.0374643804889057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 11 -7 23 22 10 18 -2 -9 14 -3 16 28 -10 -4 27 21 -21 -6 -8 25 26 -11 -17 -15 -19
right_child=1 13 9 -5 8 6 7 12 17 24 -12 -13 -14 15 -16 19 -18 29 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017332442093762697 9.792368285788332e-05 -9.9157316262907111e-05 -4.9235087835785146e-05 -0.00010074648952442843 -0.00012398527816226933 -0.000314742039743111 -9.7983856883797398e-05 0.00017721891759432744 -0.00011540948749940214 -0.00010764042473177047 -0.00013653995658822926 -4.9317993601151655e-05 -0.00037730943564361964 0.00099293137991044822 0.00040642065020725246 -0.0001564662368992637 0.00030960898354752219 -0.00015065499558497201 0.00018418738231724247 0.0011850419373428238 -0.00018413185079251798 -0.00068534030768700131 -2.8743682233672015e-06 7.6641472022680952e-05 0.00034367493201568477 0.00021406524039265984 0.00017523287905683139 -6.7895791740772105e-05 -5.5032952162266639e-05 0.0001159365870707905
leaf_count=3396 9356 4821 3178 35150 9027 3718 45607 3098 2728 3326 3800 13873 368 69 1384 52541 911 1563 4154 184 184 43 86616 3804 2174 5917 3614 24699 15099 17529
internal_value=0 -0.0531769 0.0723223 -0.0334152 -0.0206655 -0.0635608 -0.098802 -0.0795884 0.00558474 0.104752 0.0111321 0.0180943 0.143 -0.111792 0.0506716 -0.124632 -0.0260108 0.0878374 0.101216 -0.147006 0.47043 1.03436 -0.0144832 -0.100221 0.176192 0.138063 0.0421004 -0.151259 -0.0564009 0.116452
internal_count=361931 332372 29559 232437 197287 79824 56595 52877 117463 26163 11132 23229 3466 99935 6205 93730 16079 21820 7332 77651 411 227 95643 49411 15031 12857 6940 77240 15168 19092
shrinkage=0.000836755


Tree=1424
num_leaves=31
num_cat=0
split_feature=785 728 728 557 852 416 1237 129 43 647 590 921 791 727 484 585 365 519 377 980 717 651 689 1449 906 507 896 1463 838 215
split_gain=99.9513 77.8376 57.4578 49.7745 49.6988 44.8224 40.7661 40.212 35.3764 35.109 93.2521 33.6443 43.5016 43.4564 36.6873 32.7575 31.7445 36.3499 42.5244 32.186 33.894 38.8212 39.5267 38.3758 35.0251 33.7249 31.8416 31.6233 35.7267 31.3976
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 -0.70530571838800626 1.0747610123934368 -1.4409399056294208 1.4298092310842805 1.0000000180025095e-35 2.2744972866152193 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.54990056917492292 1.0000000180025095e-35 -0.78919497293715091 2.1420547332082829 1.4210717172751071 -1.1819915629421676 1.0000000180025095e-35 1.1107569744011787 -0.64429193114355554 0.57283334291142962 0.25269262780264673 0.22202972584594274 -0.28794826445342053 0.093599294775546141 -0.91818967631246473 2.892522238250677
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 7 -6 15 16 9 10 -3 12 14 -13 -7 -4 29 19 -19 -18 21 22 -21 24 26 -24 -22 28 -11 -5
right_child=1 8 6 4 5 11 -8 -9 -10 27 -12 13 -14 -15 -16 -17 17 18 -20 20 23 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014931638359110439 -7.1231422400769564e-05 -8.6368186973962948e-05 0.00016104242673280027 3.8036463673360212e-05 -0.00030158048030423304 0.00010085448558303477 -0.00014466963874865005 -9.9931442849370092e-05 -0.00029369166841059532 -1.3709017627474884e-05 0.00039474689255601669 -8.5091605588518774e-05 0.00015704611092902149 0.00020014166984917142 -0.00011163460968418208 4.4049829064915859e-05 -0.00015573669342055748 2.9891327394421939e-05 0.0003529050055294277 -6.9833874486574063e-05 5.1257629776882244e-06 -0.00015693557659511389 3.6857583534355008e-05 3.2297628257356958e-05 -0.00012204835002779135 0.00019912110127005321 -8.481018010786586e-05 -3.9893547022112841e-05 -0.0001361559993110547 0.00065433044950477211
leaf_count=3396 54805 4660 11447 21161 1090 2945 1877 19374 4157 9749 1349 1627 4041 6893 6299 12839 7276 7037 1081 5041 22764 2546 9534 13965 19765 5085 19931 28980 51040 177
internal_value=0 -0.052071 0.0770713 -0.0317256 -0.0148772 0.0755456 0.108747 -0.0295955 -0.112357 -0.104328 0.0640845 0.0936549 0.0268315 0.193652 -0.0530718 0.13168 -0.0173514 -0.0319146 0.0960826 -0.0437135 -0.0346857 0.0391453 0.0720564 -0.0566794 -0.0807109 0.12902 -0.0470375 -0.117726 -0.151437 0.0586476
internal_count=361931 332372 29559 232437 177632 22895 26163 154737 99935 95778 6009 21805 13285 8520 9244 24286 135363 114025 8118 105907 98631 22206 19660 76425 62460 14619 42695 89769 60789 21338
shrinkage=0.000757875


Tree=1425
num_leaves=31
num_cat=0
split_feature=785 728 728 1431 852 727 923 519 784 1237 576 388 694 21 585 2 647 590 982 708 278 924 348 1452 497 1469 275 560 1467 512
split_gain=89.0672 72.0398 53.9748 51.2578 45.2381 48.8639 57.7242 50.9871 41.1968 38.1119 36.1106 34.0101 33.9687 32.5178 32.9028 32.3971 32.32 73.9209 30.0191 34.989 29.7142 29.0003 28.9582 28.841 28.6915 28.0593 33.3812 27.805 27.7743 26.9455
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 0.9594655836162902 1.4298092310842805 1.1032265037225084 1.0000000180025095e-35 1.2342127532274445 -1.0798509198017876 1.0000000180025095e-35 -0.98356635867290676 -0.87782724458594241 0.58895901036483078 3.0854258727671673 -0.55689657685208205 -1.1833072469291228 1.8999064755685127 -1.2239035338659037 3.3900475580725948 -1.0374643804889057 -1.3263328046252252 0.4022431516292117 1.6590601587821199 -0.16859189148488082 1.7364793524751543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 12 23 21 20 13 -9 16 -2 -4 -15 -10 17 -3 22 -20 -6 28 -13 -7 -17 26 -18 -26 29 -8
right_child=1 11 9 -5 8 6 7 10 15 -11 -12 18 -14 14 -16 24 25 -19 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00016057975463737475 9.7571443980309038e-05 -7.3772531353358148e-05 -0.00018163568777900625 -9.710216106066019e-05 -0.00011970017703729656 -0.00033314916594169965 -0.00012098376143153598 0.00018135808925488653 -0.0001134417690068147 -0.00015508939870331062 -0.00036654412198866381 -0.00041541780498572848 -4.2667719296008399e-05 0.00018352405804196635 5.3290446762851011e-05 -0.00014601362682144719 0.00075694562809302775 0.00041664484552692504 0.0010612106803654315 -0.00058449754731233587 -2.3615142828208898e-06 7.0668433262418166e-05 -0.00015455435835338033 0.00074436780825104152 0.00013012305700027679 -8.8552809698967815e-05 -0.00040500120514919678 -0.00014751237628873599 -4.746722559370724e-05 -0.00034345161091399765
leaf_count=3396 9356 3918 1200 35150 9027 3650 21957 3098 2728 1877 368 3341 13873 10808 12278 1563 220 1190 146 103 86616 3804 16705 68 16468 74210 102 1061 21210 2440
internal_value=0 -0.0520095 0.0700247 -0.0324374 -0.0198531 -0.0621526 -0.0987685 -0.0796764 0.00601316 0.100777 0.151801 -0.110088 0.0229055 0.122993 0.140167 0.0871241 -0.0902268 0.0818037 -0.217287 0.64494 -0.013783 -0.10115 -0.23123 -0.374435 0.115679 -0.104167 0.491517 0.137548 -0.117646 -0.171499
internal_count=361931 332372 29559 232437 197287 79824 56595 52877 117463 26163 3466 99935 23229 24286 23086 21820 79640 5108 20295 249 95643 49411 20046 3718 19092 74532 322 17529 45607 24397
shrinkage=0.000820348


Tree=1426
num_leaves=31
num_cat=0
split_feature=545 785 1442 705 713 1097 543 588 921 1008 652 1216 322 769 578 859 428 710 796 660 641 553 507 138 342 1465 1452 791 416 832
split_gain=98.8006 90.171 63.1544 53.7441 50.2781 55.5173 48.5149 48.0526 49.4831 44.6201 41.4472 40.3251 37.7339 36.3435 33.4615 32.8012 32.6264 34.4133 50.9843 55.4951 45.7372 37.8575 37.2751 31.7579 31.5823 31.3386 44.6872 31.0664 38.375 31.5908
threshold=-1.0372938969678034 -0.86283290253235112 -1.2625182715263061 0.86867179873090239 1.0000000180025095e-35 -1.2571877020351898 1.0000000180025095e-35 2.250834115212506 0.62154522891879982 0.49770748366498269 -0.55024281929118113 2.3855481443271001 1.0000000180025095e-35 2.1003186601285262 -0.87905496296652397 -0.54135187694831066 2.0351964146576198 1.4062844953512414 1.0000000180025095e-35 0.26872683687560334 3.4775075420067885 -0.43668820604038611 0.22202972584594274 1.8037909328924133 -1.392048820928135 -0.40523020188868136 0.4926003403048807 1.0000000180025095e-35 3.2292583109233575 0.99099383439529531
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 12 10 -2 -6 9 8 27 23 -4 16 -3 15 -7 -10 17 21 -19 20 -20 24 -21 -1 -12 26 -16 28 -5 -29
right_child=1 2 3 7 5 14 -8 -9 13 -11 11 -13 -14 -15 25 -17 -18 18 19 22 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00011856784955961339 -0.00017124169670598629 -5.7436283428383631e-05 5.9602889122330433e-07 -5.2485552827649553e-05 -0.00016493814697651616 0.00028930650902034212 -0.00021972345890749445 0.00021614770658956112 0.00024716821282383817 1.2419341477353951e-06 -0.00022056994010096118 -0.00027176592041186363 -0.00018389349556760789 0.00072389361480052373 7.0593610692986963e-05 2.3896185811049835e-05 8.8659057666167691e-05 -0.00011743487908103179 -8.3000461254759307e-05 0.00013150369547837592 0.00072509532743083444 -0.00011141600878100589 0.00049728191817079658 8.0998693082790608e-05 -1.2769215329424014e-05 0.00015339376320554175 -0.00028370582394488631 9.7180850336029117e-05 0.00089464037502272786 -0.00020957692845564231
leaf_count=54648 2452 22584 55934 25611 2093 3206 14850 3357 2998 21165 3085 3905 16598 276 5989 5016 4173 4936 3463 2173 205 46211 1222 3396 28982 11340 1255 9419 119 1270
internal_value=0 -0.0251111 -0.0391045 -0.0249411 0.0912424 0.119432 -0.116513 0.0358734 0.0164041 -0.0951934 -0.0456246 -0.0736709 -0.129302 0.159892 0.151306 0.133928 -0.0657904 -0.0755264 0.0293748 0.140061 -0.0414436 -0.0934999 0.328053 -0.130199 -0.0360856 0.117688 0.0109279 -0.018119 -0.0581106 0.0783578
internal_count=361931 267872 241537 202355 26335 23883 94059 48066 44709 79209 154289 98355 39182 8290 21790 8014 94450 90277 11999 7063 3668 78278 3395 58044 32067 18584 7244 36419 25730 10689
shrinkage=0.000820348


Tree=1427
num_leaves=31
num_cat=0
split_feature=785 728 728 784 1022 1016 921 726 21 620 746 520 388 647 590 1459 585 864 1236 150 982 708 1449 1154 953 1229 758 884 1114 1453
split_gain=111.413 83.916 61.0034 54.4456 62.5086 65.9014 51.6332 40.8135 38.5555 40.4167 35.1525 35.0004 34.5612 33.6708 78.5482 33.0711 33.0337 31.7864 31.7856 31.2891 31.045 35.4379 30.6231 31.2797 48.378 30.0419 53.1765 29.9272 31.7435 29.3867
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.16760437365778322 1.0000000180025095e-35 1.5103007336851382 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.77133902740777927 -0.8867634123843694 0.72275257928592751 -0.66443602000037905 -0.44597028601474703 3.0854258727671673 -0.55689657685208205 0.74561756370782817 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9327048103557759 0.66905551989196432 -0.80343141469860735 0.51954049301251548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 10 29 -8 9 18 16 -12 13 14 -3 19 -2 -9 -4 -6 -14 -22 23 24 -10 26 27 28 -21 -5
right_child=1 12 8 6 15 -7 7 17 22 -11 11 -13 20 -15 -16 -17 -18 -19 -20 25 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017434285169221618 -0.00033676810124417655 -8.5230039960606583e-05 -4.0586686646103611e-05 -2.9771840768104538e-05 -7.4133311475491141e-05 -4.1316721259076155e-05 -0.00012728816915584044 0.00027145209597237337 -0.00010747664368862455 -0.00013259239526472057 -0.00010252904210840684 0.00025225773455664775 -0.00020787054339257248 -9.6733907815608396e-05 0.00045110916938851438 5.9810600320474217e-05 -0.00015644682203881785 -0.00011525100801148659 0.00020035122991209244 0.00040765890598872022 0.0011219832585807818 -0.00062481908146353165 0.00036623366013246978 0.00022737987902009604 0.00019523169017459236 -1.8876643602897678e-05 -0.00024477926635991241 0.0004205372610171382 3.0334142580170551e-05 0.00010197817191461894
leaf_count=3396 9354 3918 3178 27325 36087 45923 1345 5497 3326 3800 6267 1058 20046 74532 1190 15940 24688 753 4154 841 146 103 2174 5917 3614 44289 1306 1205 3333 7226
internal_value=0 -0.0544199 0.0817348 -0.0333058 -0.0499731 -0.0988072 0.0354291 0.188296 0.114327 0.0221062 -0.181326 -0.0463682 -0.116934 -0.0969325 0.0784316 -0.0165082 -0.224987 0.256669 0.112169 -0.0336081 -0.224584 0.645024 0.184595 0.146183 0.0525324 -0.00149725 0.126278 0.208409 0.126015 -0.000987585
internal_count=361931 332372 29559 232437 190291 87290 42146 7595 26163 11132 41367 7325 99935 79640 5108 103001 34042 6250 7332 87061 20295 249 15031 12857 6940 50974 6685 5379 4174 34551
shrinkage=0.00087056


Tree=1428
num_leaves=31
num_cat=0
split_feature=888 785 713 21 426 1453 1030 784 990 484 253 1293 1214 1272 1394 1320 921 785 513 143 1117 585 758 840 21 1463 1221 182 854 797
split_gain=38.5496 35.6832 41.0925 35.074 41.2853 43.0718 39.0413 37.3368 36.8719 35.3431 35.2702 34.2425 33.4498 34.0218 33.1611 35.7854 32.0598 31.7858 44.1653 38.8983 30.9168 32.3378 30.3676 29.0048 28.5735 28.797 28.4989 35.0799 28.4887 62.7562
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -0.70163543588998201 -0.9167622850321212 1.2041679343814773 2.7042904249467168 0.9594655836162902 1.09266583130301 0.11634552329980545 1.4775148743260689 1.0000000180025095e-35 1.0000000180025095e-35 1.0425293070791588 2.0309735611630568 0.51051395560399826 1.0000000180025095e-35 0.58460966528228819 1.0454229551509682 -1.1923739102182183 -1.6149909386355696 1.0000000180025095e-35 0.9327048103557759 1.2197856722482154 1.189441983669046 0.22129606780172761 1.0000000180025095e-35 4.0653996463010689 -0.87473648844905705 0.63961785378869596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 -5 7 9 23 17 12 -12 13 -3 15 -14 -10 28 -19 -20 -4 -22 -21 -9 -2 -26 -11 -28 29 -6
right_child=24 3 20 4 6 -7 -8 8 16 26 11 -13 14 -15 -16 -17 -18 18 19 22 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0009470351052878926 -0.0005267524310702174 0.00026693525936309295 -0.0020157379718421862 -0.00076803294438851485 -0.00036490487052476533 0.00072957226540385401 -0.00098522347091170885 0.00019994310290568788 0.00025874849263704915 -0.00025998394412824274 3.6852389521223157e-05 -0.0014850651884221096 3.0619483046437688e-05 0.0012048749833185116 0.0016995513455174774 -0.00097573222599078304 0.0017855329522626269 5.2513869050971604e-05 -0.0032533709577675725 0.001656014514259915 0.00087979186086178279 0.00012904627923809173 -0.00097124639920619733 -0.00076618689180144809 0.00099137993719070191 -0.0010477247608409747 -0.00096263995531701316 0.010657790709796826 -0.00022857345038556333 0.0015521305335390132
leaf_count=2683 42278 36990 527 23771 4243 2475 7706 24468 2954 27787 5013 4664 17580 4607 1056 7090 2503 22807 212 3524 10930 12432 484 3736 2803 1117 11191 26 71544 2730
internal_value=0 -0.010448 0.0640926 -0.0182343 -0.0326391 -0.125979 -0.0220767 -0.0164936 0.0473131 -0.0325157 0.0255063 -0.12728 0.0422457 0.0808793 -0.0274162 -0.0467837 0.204428 -0.0124578 0.052937 0.243075 0.090862 0.102203 0.284858 0.0152971 -0.0886242 0.0915421 -0.0928773 -0.195885 -0.0346414 0.0933349
internal_count=361931 315733 26572 289161 212161 26246 185915 178209 33661 144548 77000 9677 67323 41597 25726 24670 5457 105544 27027 4220 23889 23362 4008 28204 46198 3920 39004 11217 78517 6973
shrinkage=0.0047375


Tree=1429
num_leaves=31
num_cat=0
split_feature=545 785 1442 705 921 401 939 1097 728 958 391 43 769 138 322 602 539 1457 1323 1470 1458 1455 747 1465 1468 1347 1452 1458 1465 1467
split_gain=79.3963 74.3907 59.1554 50.375 46.7049 46.7117 43.3374 42.3318 48.6961 41.0718 57.5224 45.3883 39.853 38.6242 37.7591 37.5989 40.2973 37.5545 34.2709 33.2816 33.1922 42.7214 36.2246 37.2987 32.7401 32.0403 36.5328 31.8102 33.2242 31.5801
threshold=-1.0372938969678034 -0.86283290253235112 -1.2625182715263061 0.86867179873090239 0.62154522891879982 0.66778437295061321 1.4307804817950061 -1.2571877020351898 -0.49008176997875957 1.313041538630376 1.475049428936581 1.0000000180025095e-35 2.1003186601285262 1.8037909328924133 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.68635126017805159 2.5971848210182178 -1.1890194440405242 0.084403803362298288 2.9627295243953253 4.8244149500050213 -0.41120921193798426 1.5815342945870006 0.67705179624153933 0.62995620057108082 -0.71693843586677841 -0.51626341586921998 -0.36323917762374175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 14 9 5 -5 13 -2 -9 11 18 17 -6 15 -3 16 -1 20 25 -8 21 22 23 -4 -23 26 27 29 -29 -11
right_child=1 2 3 4 12 -7 19 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00032838794734969736 -0.0001628092094477232 -5.998519094264321e-05 -0.00013984267804689705 -3.9211491030155597e-05 0.00012613024565809045 0.00010547520293711918 0.00047517276483543256 -0.00017064253992182568 0.00012167134682638462 0.0005043173281380997 -0.00040082876350300251 -0.00013157038685658839 0.00079856575494829495 7.7539928952022921e-05 -0.00019719559533718826 -8.9454511398337104e-05 -0.00013711591946415853 4.4695155822311033e-05 0.00053888159224671289 9.5107702267177434e-06 7.3436408388304154e-06 0.00044987087246237215 0.00052734746678414015 -4.6612899826489565e-05 -0.00035926457671074853 0.00026157265155070549 0.00022193100551575991 8.2865983331917669e-05 -0.00019083258086849419 -5.9142280922706318e-05
leaf_count=14807 2486 22584 27877 29731 8541 9499 721 2270 21579 692 1168 26775 295 4997 16598 47018 19015 16632 530 7501 25057 785 292 41076 230 2347 2487 2696 4811 834
internal_value=0 -0.0267869 -0.0394935 -0.0257768 0.033172 0.00125429 -0.108971 0.0792649 0.106555 -0.0458295 0.0607471 -0.0579487 0.16845 -0.125683 -0.126976 -0.138992 -0.215647 -0.0403289 0.0953407 0.0646574 -0.0576699 -0.0827736 -0.0899454 -0.0936568 0.327403 0.0733117 0.0236477 -0.044152 -0.10405 0.245692
internal_count=361931 267872 241537 202355 48066 39230 94059 26335 23849 154289 15565 138724 8836 85837 39182 80840 33822 111949 14397 8222 95317 70260 69245 68953 1015 13867 11520 9033 7507 1526
shrinkage=0.000887971


Tree=1430
num_leaves=31
num_cat=0
split_feature=785 728 516 712 143 746 1376 791 513 1237 854 927 714 1154 579 1107 933 1065 1244 43 647 590 570 1421 1234 990 766 728 588 904
split_gain=128.744 99.4774 62.3915 61.0853 58.2112 43.9978 43.253 45.7539 44.5256 40.6899 39.7396 41.1509 42.4806 37.703 38.7236 37.0461 36.8841 43.4417 34.6728 34.6474 35.2846 88.4809 33.9876 34.0429 33.2727 32.3752 34.008 31.8146 38.6608 38.1252
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.72319605263816955 0.66766320980544069 0.18805867694879752 1.0000000180025095e-35 1.0454229551509682 1.4298092310842805 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5182802995512439 -0.33422119364899694 1.0518754624258557 1.2074346723144964 2.2744972866152193 -0.87782724458594241 0.58895901036483078 -0.48460852809644533 1.0107116206971127 1.0000000180025095e-35 1.0000000180025095e-35 -1.695011218147956 -1.3163276726681863 2.250834115212506 1.3660572727787272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 -4 13 7 15 -9 10 -5 12 -12 18 -15 -6 27 -18 -2 20 21 -3 23 -22 -10 -24 -27 -17 29 -29
right_child=1 19 4 9 6 -7 -8 8 24 -11 11 -13 -14 14 -16 16 17 -19 -20 -21 22 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00018217044471283616 -0.00017501949953479385 -0.00010907744741380768 -8.3205873305131837e-05 0.00035282766274140478 -0.00035463335890161348 1.2248853012506791e-05 -4.9821697302581632e-05 6.1277956029173785e-05 0.00036784004864484285 -0.00015869588135779147 -4.074194229603695e-05 0.00032043566929071702 0.00013856427538873852 -0.0001003675642805765 2.6422791860281609e-05 0.00020723109056045046 2.8436176939294186e-06 -0.00019124692991025023 2.5479881500951393e-05 -0.00035265567186555674 -3.9791300396217936e-05 0.00043840807200832979 -0.00021494170413661687 -0.00030251504731152145 5.7681903413171005e-05 0.00067571062500503909 -0.00011332601590959987 4.6774358715851724e-05 0.00034094430760799342 -0.00021766339155389133
leaf_count=3225 33836 4660 30609 2402 1202 16941 31352 16179 3015 1892 6774 2725 12541 27847 13567 4569 25741 4297 4424 4157 29017 1349 24611 2904 1726 202 33035 13512 1160 2460
internal_value=0 -0.0584855 -0.0354966 0.087526 -0.0070505 -0.0815228 0.0157591 0.0415737 0.123909 0.118816 0.141511 0.113767 0.0807958 -0.106882 -0.0636631 0.00917685 0.0165432 -0.0297508 -0.16756 -0.126302 -0.118383 0.0499233 -0.13174 -0.0682322 0.291357 -0.168544 -0.120707 0.0824353 0.0401924 0.0113451
internal_count=361931 332372 232437 29559 135822 96615 105213 73861 20920 26334 24442 22040 19315 79674 41414 52941 51739 30038 38260 99935 95778 6009 89769 31921 4741 57848 33237 21701 17132 15972
shrinkage=0.000887971


Tree=1431
num_leaves=31
num_cat=0
split_feature=785 728 576 728 1286 290 1237 1323 1246 595 854 927 712 365 322 735 791 723 519 1034 1071 497 87 585 21 970 1398 572 694 496
split_gain=97.3579 83.5612 55.5948 51.9943 49.6031 49.559 40.0448 37.743 36.0536 35.3057 35.2714 39.2129 39.558 34.5676 32.2385 32.1965 35.1988 34.8259 33.9421 33.2063 40.6251 34.9788 33.171 31.2194 31.1513 31.0918 34.2931 31.425 30.7638 30.3897
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.64782611375555454 -0.49008176997875957 0.78161905918100072 2.1089670232183031 1.4298092310842805 -0.54244314151700601 -0.34542325335399576 1.0000000180025095e-35 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 -0.75566176474495605 1.4725277493311824 3.1554326354961759 1.0000000180025095e-35 -1.0570063487222232 0.65569131416984383 0.15120550848086819 0.69084194168817237 0.98096147153657709 0.30953150171145288 1.0000000180025095e-35 -3.9164670491403295 -0.25012360103839287 -0.40977230773944029 2.484705740533462 1.3786224691954045 -0.48725991956260323
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 7 8 10 13 -2 14 -5 12 23 -4 24 16 17 22 -18 20 21 -19 -9 -12 -3 27 -27 -26 -20 -6
right_child=1 9 4 6 29 -7 -8 15 -10 -11 11 -13 -14 -15 -16 -17 18 19 28 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00014331927030551136 -3.6451498322137881e-05 0.00058596151851902055 1.7628663431356507e-05 0.00027880319854040465 -3.3730072475781511e-05 0.00013554882606171378 -0.0001475187622747633 8.3068170105258965e-05 -0.00012095797673245437 -0.00017242140983479725 6.4885221182360119e-05 0.00025883157087945493 0.00010483487987697498 -9.3856900395997701e-05 -0.00021027766319716543 0.0002506047848072045 1.0418965867393597e-05 -2.1924125351272424e-05 0.00020637332445783263 -0.00011052826382100421 -0.00014879363263569148 0.00013356058139806092 -0.00011745115068468913 -0.00014526617964458552 -3.9724914330079783e-05 -3.7760162840206472e-05 -0.00015520482563400221 0.0002843361540116506 -0.00016375171611084395 7.5510215955405943e-05
leaf_count=3396 28242 174 10392 2383 9615 2885 1877 10122 36311 20323 3203 2714 12541 34348 7036 1076 21063 22630 4043 16425 5094 4100 2988 3445 35312 14410 21629 1051 657 22446
internal_value=0 -0.0556716 -0.0346104 0.071593 -0.01445 -0.0925534 0.10164 -0.0335096 -0.107417 -0.117976 0.124348 0.0981481 0.0658661 -0.0882063 -0.0979399 -0.00891225 -0.0138118 -0.0415704 0.0526611 -0.0682735 -0.0276946 0.00708636 0.0553479 -0.0580215 -0.0847354 -0.0876017 -0.140689 -0.0412163 0.207882 0.0592605
internal_count=361931 332372 232437 29559 164999 67438 26163 132938 64553 99935 24286 21903 19189 44740 79612 88198 87122 61359 25763 48249 31824 26730 13110 6648 72576 72402 36039 36363 4700 32061
shrinkage=0.000757875


Tree=1432
num_leaves=31
num_cat=0
split_feature=728 1394 659 705 899 623 797 813 789 627 1258 970 639 787 588 776 852 706 1189 686 294 1115 691 774 869 388 764 815 1191 1319
split_gain=40.6763 38.3035 33.712 34.7698 35.2191 32.2264 32.1187 31.0131 28.1491 28.0628 27.9476 28.0671 27.51 28.0102 27.3665 27.3143 27.294 27.0028 34.8703 28.8632 27.1397 26.9168 27.0198 26.1086 33.8211 25.8466 25.8441 25.9714 25.2025 25.1896
threshold=1.0000000180025095e-35 -0.89507556284558343 0.62821384419828064 0.89008618839080589 -1.4623631825629138 -0.024657624075993714 1.0000000180025095e-35 1.0000000180025095e-35 2.1947927481295069 -0.32279179578019612 -0.27802159125708265 -0.75063739400948337 2.037497273902598 1.4337814159034321 2.250834115212506 0.30415460442054842 0.64081800999824112 1.5464968338184579 -1.5161058611062252 1.0000000180025095e-35 -0.03621219273096489 -0.62075723651993064 -1.3440687498824204 1.2760366501341132 -0.57653763495970078 2.3609703674020031 -1.3222367038752594 1.6638054002796892 -0.29470659167792573 1.3427320097613276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -5 9 12 -2 16 -3 11 -1 13 25 -8 -15 -7 19 26 23 -21 22 -12 -9 -25 -6 -19 -28 -23 -30
right_child=7 2 -4 4 6 8 14 17 -10 -11 21 -13 -14 15 -16 -17 -18 18 -20 20 -22 28 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00048877470457263969 -0.00050628033264636359 3.4170265221676726e-05 -0.00025114847513414988 -0.001423873400382043 0.00069052708082913193 0.00010116746724653407 -0.00016869385932940812 -0.00017765237857107636 -0.00069921723665064919 -0.00038617068017056746 0.0018343133433618101 -0.00031236846207192926 -0.00089811402593261834 -0.0011326919126804285 0.0013718522965411692 0.0019393690165578051 0.00062785412113954681 -0.0023836856107030554 0.00013946030704317623 -0.00029806564202801959 -0.0012670879240807662 5.6906544861167977e-05 -0.0012600268256956401 0.0022210913188670115 8.9052274206195456e-05 -0.001159284291324859 0.0031645488584443331 -0.0044491315445311236 -0.0011186604034538457 0.0013930705929665822
leaf_count=6805 47070 35337 34800 1434 27548 47904 13031 28001 3445 29760 311 15782 1388 1593 981 314 10682 116 12419 10717 6465 7599 7833 949 2595 899 710 48 4962 433
internal_value=0 -0.00458673 0.0069562 0.0193027 0.0690853 -2.4913e-05 0.0780663 -0.0602317 0.0343956 -0.0359926 -0.0698673 -0.0119069 0.115537 0.128127 -0.008715 -0.130785 0.0454743 -0.0273093 0.0668132 -0.0535307 -0.143359 -0.133 -0.250208 -0.0159814 0.165704 0.144432 0.477994 0.612534 -0.0701807 -0.197869
internal_count=361931 252841 209116 174316 47188 127128 45754 109090 62031 65097 43725 22587 31742 30354 14012 1907 58586 62020 13293 48727 17182 21138 8144 31545 3544 28447 874 758 12994 5395
shrinkage=0.00446426


Tree=1433
num_leaves=31
num_cat=0
split_feature=785 728 203 519 728 382 728 803 735 1230 126 1467 21 620 526 388 647 590 982 708 1236 852 716 566 561 1449 1154 953 142 1469
split_gain=89.5359 86.4391 52.7479 49.8983 65.926 51.6798 49.5568 46.0031 55.7901 42.4386 41.428 39.7764 38.0063 40.4586 36.8149 35.3007 33.6631 81.6797 32.6694 36.3301 32.2768 31.9024 33.9689 31.1743 30.2519 29.9076 32.2359 44.7422 29.8246 29.2462
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3520813746060025 2.1420547332082829 -0.90320472132347296 1.0000000180025095e-35 -0.49008176997875957 0.85523949479533445 1.356718709411544 2.3457019632811744 1.402259659649604 2.6212945108504591 1.0000000180025095e-35 0.16760437365778322 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 3.0854258727671673 -0.55689657685208205 -0.66443602000037905 -0.22706799479215015 -0.69209399053639031 1.5448286641891154 0.072996575177237191 0.74561756370782817 1.0000000180025095e-35 1.0000000180025095e-35 0.093087694967678575 -1.3263328046252252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 -5 9 -1 11 -9 -6 -10 14 13 20 21 16 17 -3 -17 -20 -8 22 -2 -7 -4 26 27 -14 -22 -18
right_child=1 15 24 4 5 23 12 8 10 -11 -12 -13 25 -15 -16 18 29 -19 19 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015806064746792291 0.00020361155977455771 -8.5551838333348292e-05 -5.2619434107474996e-05 -0.00015327326854059305 0.00031019109120703772 -3.2661812692232214e-05 -5.3327734223202384e-05 6.051766980850501e-06 0.00026569266833704753 -0.00020375843976701985 -0.00034574067011317115 0.00014202720286598546 -0.00011350750061310577 -0.00014261017728676875 -0.00011441288462350778 -0.00020429372805034121 0.00042493836287467392 0.0004505089322952111 0.0011258708053694985 -0.00060972635024656721 0.0003067043159055427 -6.8197270500613309e-06 -8.1338021616274132e-05 0.0003510950289077333 -0.00016714373266818873 0.00034388965377043135 0.0002116527653175658 0.00017232910084650645 1.7104561679154576e-06 -9.720068609213828e-05
leaf_count=3396 1222 3918 26706 2836 4900 4260 3178 28225 4031 508 368 3666 3326 3800 26565 20046 322 1190 146 103 2455 67710 42892 741 17807 2174 5917 3614 1699 74210
internal_value=0 -0.0526396 -0.0312028 -0.0169448 0.100917 0.1722 0.0695649 -0.0274875 0.04275 0.306628 0.252973 -0.0452566 0.09895 0.0074459 -0.0516447 -0.116075 -0.0958562 0.0793966 -0.224821 0.667722 0.0975699 -0.0360003 -0.083458 0.0259692 -0.109071 0.16893 0.130926 0.0357454 0.216461 -0.110045
internal_count=361931 332372 232437 187924 13245 10409 29559 174679 32624 5408 4399 142055 26163 11132 138389 99935 79640 5108 20295 249 7332 111824 44114 5001 44513 15031 12857 6940 4154 74532
shrinkage=0.00085349


Tree=1434
num_leaves=31
num_cat=0
split_feature=733 1145 1061 317 912 79 593 961 785 727 281 63 125 837 692 1469 21 1452 1107 623 85 1453 1246 145 156 150 702 702 1357 86
split_gain=38.6907 36.5121 38.1812 29.6681 30.2184 29.6376 31.3745 29.0826 29.06 35.212 30.0483 28.0786 28.7884 27.8199 30.0449 27.6215 32.6809 35.2999 29.2751 27.9029 30.7962 27.4522 27.2692 27.1721 27.0793 26.8393 26.6886 26.1663 26.1415 25.9787
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.38155117396371013 1.0000000180025095e-35 1.2243573862344648 -1.7985548940626006 1.0000000180025095e-35 2.7378363749037904 -0.86283290253235112 1.0000000180025095e-35 3.4123036657434356 1.3511713443604756 0.58518330826110332 0.7451066522233053 -0.33329245671229629 -1.0470123060412753 -0.13431221002227373 0.85148356494928035 -1.2615524983928077 -0.73721530367648136 -1.0349858743265696 1.1343281912642689 -0.6795464300809112 -1.4403134038554231 -0.18274907069896532 -0.9244276326628319 -0.79782657880544217 -0.63539055775197684 1.3962008022525787 -0.82306480284770678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 13 11 -4 7 29 9 -1 15 12 -5 -3 -15 16 17 -10 -19 25 -21 -2 26 -14 -23 -18 -16 -25 -17 -7
right_child=21 2 5 4 -6 6 -8 -9 10 -11 -12 -13 23 14 22 28 19 18 -20 20 -22 24 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-6.6566274617850378e-05 -0.00037675943036574684 0.00031532453097223061 0.00314849212262763 -0.00049450749951046482 0.00092708057577685896 0.00038696436660670572 -0.00074274215330217229 -0.0013352394629130952 0.00028633706785166077 0.00075887889475567043 0.0025176234507244995 -0.0012196894844608171 0.0063555485895722841 -0.0013101787714509627 -0.0011928537307001027 -2.406861439260255e-05 -0.001696254276220892 -0.0034897691838718077 0.0014305470366795796 -0.0017872152656142814 -9.841240715471197e-05 0.00083993795169141211 -0.00049060641093913947 -0.0012411280536708477 -0.00044180805953352998 0.0013266690965357284 0.0020111769197934419 0.0011922818543857235 -0.0005288916212983219 -0.00029450952284865053
leaf_count=7015 65250 23378 229 8584 1550 6413 19870 2678 10445 10190 442 4147 64 2405 317 134428 313 119 3340 954 9708 3625 2490 531 2892 1751 884 1281 11636 25002
internal_value=0 -0.00797335 -0.0448551 0.00191609 -0.0808007 -0.0894949 -0.0932751 -0.0528321 0.00927973 0.0935189 0.000455257 -0.115175 -0.0538476 0.0420788 -0.0986777 -0.00096472 0.0604607 0.130894 0.308845 -0.0160649 -0.0573505 -0.0723598 0.0253767 0.179181 0.0708345 0.216509 0.292448 0.130169 -0.0137027 -0.0353006
internal_count=361931 290164 99823 45631 16157 54192 53963 34093 190341 17205 173136 14607 10460 29474 6096 172694 26630 13904 3459 12726 10662 71767 3691 1876 6517 2064 1201 1812 146064 31415
shrinkage=0.00420677


Tree=1435
num_leaves=31
num_cat=0
split_feature=50 194 747 1470 842 65 729 1023 1104 1459 1463 1452 607 1219 154 1175 1079 1467 1158 1092 1454 1464 1469 1459 664 430 1449 1450 1458 77
split_gain=38.98 63.9397 32.8596 32.0093 31.2978 32.4929 31.0376 29.982 29.153 28.9386 31.2151 41.5559 37.2309 28.5627 27.8778 34.5803 29.1116 27.7369 28.0092 27.6682 26.9249 36.1455 31.7548 26.8123 27.8961 31.9865 27.2085 34.2764 34.9291 27.5996
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.34871943973277292 -1.3664195657027294 -0.27102987990603095 1.3605314985471562 0.75637635299260908 7.4366709976304533 -0.47021539732191159 0.6997810996132513 0.71651231327455223 0.68011561037582036 2.2063661036300588 2.9174730118466901 2.6586950529456823 0.41883494513933106 1.9634214862007473 3.0124991923077498 1.0000000180025095e-35 2.9499917481720264 0.50933602050530713 0.38951608599244769 -1.1847055095685743 0.46383055849355342 1.0000000180025095e-35 -1.5598741367218474 -0.24052749074957577 -0.19812820805261863 -0.56293371576766138 1.1792756756321745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 14 7 -6 8 -5 -2 17 12 -12 19 23 15 16 -1 18 -4 -11 -20 22 -22 24 25 -10 27 28 -25 -28
right_child=6 2 9 4 5 -7 -8 -9 13 10 11 -13 -14 -15 -16 -17 -18 -19 20 -21 21 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=0.0022730836110791078 -0.00010161190551584071 -0.00017865517072193212 -0.00038597685801240587 -0.00077631787357191966 -0.00014933365422153884 -0.0010637457678815008 -0.00017572673363597574 0.0071141209220759389 -0.0011960972061200892 0.0011249861955108954 -0.002208372281209433 0.0012861532422609101 0.0055522458566310317 -0.001605600656141187 -0.0032113394075341723 -0.0010884149468269658 -0.0053293799842398272 0.0029280382681329607 0.00041152114253649891 -0.0017825200067316286 0.0021334819607422601 0.00064145269533745931 -0.0017341987332518717 0.0019282988275655111 -0.00029972203625067736 0.00021544240785699561 -4.8855014340569123e-05 0.0014227341416936312 -0.00011283376638126862 0.001093972688643737
leaf_count=972 47463 61425 8510 35673 29056 7920 62033 25 1464 3623 556 448 111 965 126 398 43 228 12353 242 162 1144 1534 748 12972 55153 7767 3761 3201 1855
internal_value=0 -0.0461823 -0.0110383 -0.111041 -0.121832 -0.0694415 0.00233458 -0.184604 0.0194189 0.0449149 0.18503 -0.143877 0.263673 0.0420113 0.189855 0.274192 0.478878 0.0138847 0.00657198 0.228361 0.0584309 -0.124844 -0.32196 0.0454317 0.026109 0.0447432 0.11767 0.208613 0.0701872 0.0438662
internal_count=361931 164549 90336 74213 72674 36976 197382 35698 135349 28911 4980 1004 3976 87886 1539 1413 1015 23931 23703 3865 15193 2840 1696 86921 69589 56617 17332 7710 3949 9622
shrinkage=0.00412428


Tree=1436
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 785 683 1013 691 615 734 816 731 519 934 1082 810 1450 382 650 624 553 1463 1313 692 768 356 78 429 1437 475 535
split_gain=37.974 79.0086 54.7511 33.7233 30.2654 33.9664 35.5494 31.7838 29.5437 29.7605 45.2433 49.5412 46.8412 45.5738 41.4472 43.4523 36.4272 36.3745 40.9901 33.5359 32.9561 32.4071 32.094 33.012 29.7475 30.7649 29.3679 29.3378 29.1074 31.8136
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -0.86283290253235112 0.16607639870926683 0.54050183860820311 2.512505597105847 -0.59108387774323179 3.0820683777490774 0.98567350059335823 1.7256957373890334 2.1420547332082829 1.0000000180025095e-35 2.4209663428157406 -0.65819684525605759 -0.49083279118224338 1.0000000180025095e-35 1.6923072129381651 1.8100719363914346 0.16999340286959347 3.3344277704427654 -0.98855213728792835 -1.4309184541119773 1.426303284131295 2.9352538843747538 0.6698027444210376 -1.8658091790163149 0.72713696786055593 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 28 5 6 -3 27 9 10 11 13 22 19 15 -11 -13 18 -14 20 24 -16 -12 -24 25 -5 -20 -6 29 -2
right_child=3 4 -4 8 7 -7 -8 -9 -10 14 12 16 17 -15 21 -17 -18 -19 26 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00041737893149263887 0.00088016601452272107 -0.00034020143260016781 -0.00054521833276838965 -8.7012363898199578e-05 -0.00022414705204989226 0.00035043674553565034 -0.0026176050684484442 0.00039116560109198257 0.00098887744146983377 -0.00088625881765658145 1.1300254732324539e-05 0.00097369110103520966 -0.00039881034338289762 0.0011151617553608554 -0.00092840555241431979 0.00028157153953647305 -0.00011648378170104544 0.001087121112362393 -0.0047369701872659381 -0.00048062918735226716 0.0012396129894497823 0.00071615441913531542 0.0010932972912186026 -0.0006918959748701992 0.0016562326544251533 -0.0005286156847601497 0.0016114001601306455 0.00033756738216139242 -0.00020161244747333748 -0.00031298630040285934
leaf_count=4504 8797 28646 70184 62759 24414 7434 878 18535 1985 3492 4944 4404 13076 1808 1096 5696 4091 1744 78 37401 1189 10707 7644 934 770 18043 1052 9511 4111 2004
internal_value=0 -0.0446514 -0.111454 0.00316107 -0.00299722 -0.0595551 -0.0973885 0.0276008 -0.00546702 -0.00867959 -0.0200756 -0.038862 0.0567527 -0.0519159 0.0632344 -0.0380762 0.111813 -0.0244616 -0.0620578 -0.0579154 -0.0337441 0.145593 0.150398 0.226409 -0.0396854 -0.0438185 0.321272 -0.0129049 0.1008 0.160241
internal_count=361931 164106 74688 197825 89418 36958 29524 52460 182913 180928 159937 130465 29472 121970 20991 9188 8495 15950 14206 120162 82761 11803 13522 8578 81572 80802 1130 33925 14912 10801
shrinkage=0.00404341


Tree=1437
num_leaves=31
num_cat=0
split_feature=785 728 203 1031 852 544 405 1037 388 647 590 1428 1469 1323 497 21 982 708 348 1460 1154 1230 953 561 225 1469 275 1320 769 1178
split_gain=88.4053 68.342 52.2279 46.9555 48.2432 44.6597 36.3473 35.4558 34.5319 33.3236 81.2263 33.1334 32.3633 31.8498 31.3161 30.1543 28.9929 34.7315 29.6095 28.9137 28.378 29.3712 32.4256 27.7821 28.5558 27.3566 32.4192 26.4483 26.425 29.248
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3520813746060025 1.6568736917453439 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 0.054934626273265431 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.8149162610659533 -1.0588145806293296 -1.4309545395734367 -0.38981986497679216 4.5933813388752975 3.0854258727671673 -0.55689657685208205 -1.2239035338659037 0.9504607190545632 1.0000000180025095e-35 -0.92106560951488936 1.0000000180025095e-35 0.072996575177237191 -0.68194246470307063 -1.3263328046252252 0.4022431516292117 -1.2669711057410789 -0.72904316890040466 0.68962856452059529
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 19 11 -6 9 10 -3 12 -2 -14 -9 -15 18 -18 -10 20 21 -1 -23 24 27 26 -11 -4 29 -8
right_child=1 8 23 -5 7 -7 28 14 16 25 -12 -13 13 15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028692563320027156 5.5373416321346402e-05 -7.698257610480022e-05 0.00045188567478297566 -0.0001100547206699819 -1.019020337289189e-05 -5.3192629369343129e-05 -5.6393261738201703e-05 1.6439139128967577e-06 -0.00041021914775737716 0.00072914276352237651 0.00042746500145326397 -0.0001273326701792673 -0.00032146501437926411 -1.6232521875593802e-05 0.00018095863957869545 0.00082644278377094966 0.0010265381612069664 -0.00057768420593477983 -0.00015214123999401219 0.00025871024705214268 0.00014309876381436365 -6.6812030292484135e-05 0.0001350116122297328 -0.0001577105215015875 -8.7172950114038143e-05 -8.7479719592578511e-05 -0.00039267804746660057 2.1244006937544782e-05 -0.00015136429209296838 0.00034418532981773909
leaf_count=863 19314 3918 538 19903 10298 8361 2934 4074 3341 220 1190 7552 1247 102269 7989 92 146 103 16705 2709 8580 4229 4817 17807 20954 74210 102 5214 11564 688
internal_value=0 -0.0543539 -0.0353037 -0.0211051 -0.0109894 0.0672558 -0.0257104 0.0778609 -0.110902 -0.0908877 0.0837395 -0.0150019 -0.00696618 -0.0226355 0.152566 -0.0188941 -0.218828 0.627979 -0.232518 0.117985 0.0882966 0.0124256 0.047628 -0.112817 -0.0674077 -0.105038 0.482504 0.0791549 -0.132982 0.0336407
internal_count=361931 332372 232437 187924 168021 29559 145660 22361 99935 79640 5108 130474 122922 103608 12063 102361 20295 249 20046 21198 18489 9909 9046 44513 26706 74532 322 5752 15186 3622
shrinkage=0.000804263


Tree=1438
num_leaves=31
num_cat=0
split_feature=129 1423 1457 1450 1464 1450 1452 1450 51 869 1458 21 1424 1457 1451 1457 1455 1450 1463 1457 727 781 1099 689 965 633 1450 1451 1455 21
split_gain=38.0591 33.3217 33.4468 46.5252 49.3853 39.9728 63.7962 54.8383 37.0524 36.9677 36.6837 39.8659 36.622 45.7172 36.0281 46.4655 39.7691 41.0155 39.5911 36.8187 39.215 38.2143 37.8102 35.9609 37.1708 35.4953 34.771 47.3749 38.4693 35.2539
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.68635126017805159 0.88343564287383192 1.20947575187956 -0.43796921585269916 0.50143181815562798 0.27262452905359075 1.8613588887694643 -0.57653763495970078 -0.29910864056081804 1.0003342417131433 1.0000000180025095e-35 4.5199230557608798 0.59897055457132509 -0.082910131729752548 4.0789913919971044 0.53475265234138258 0.14997226284293133 0.40586624519277581 -1.1275738623161491 1.0000000180025095e-35 1.8414755001195664 -0.64429193114355554 0.10980254379742337 -1.1841226672572127 1.5329759659609314 1.1977780985919335 3.1840022714601695 -1.0798509198017876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 26 6 -4 -7 9 -1 -8 12 -12 -14 16 18 19 -18 -16 20 23 22 -22 -11 -25 -6 27 29 -28 -5
right_child=-2 -3 5 4 25 7 10 -9 -10 14 11 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00019779532742829676 -0.00034176285726663009 -0.00024294822647708274 -0.00059038242457262323 -0.0014384598503181991 -0.0021442778082577103 0.00085288333959504439 -0.0010528336628100197 8.2993366897095153e-05 -0.00077064351332809162 -0.00057962980537943026 0.00045382722622297098 -0.0021476548543877269 0.0033627300876709725 -0.003564897019639668 0.00026077726023622912 0.00088609853529200851 0.0027555019849868152 -0.0022773992424811743 -0.00078598535201371668 -0.00088543033974396049 -5.1850345028080772e-05 -0.00049464772437363505 -0.0011073960546948362 0.00086100517726160782 -7.5897568314000659e-05 0.0016830819855133817 -0.00035604792664842798 -0.0009402801120097353 0.0021637208253401257 0.00095505413231530064
leaf_count=35028 48087 63423 9282 688 221 13037 570 16856 8342 3624 799 227 932 77 9695 5704 606 158 4300 7064 57062 36524 4160 7495 6502 2507 8925 1469 454 8113
internal_value=0 -0.00798531 0.00278622 -0.00918835 0.0845426 0.0584896 -0.0504852 0.0998336 -0.0212153 -0.0150998 0.231654 0.35653 0.451173 0.698874 -0.0317189 0.0545537 -0.0466774 0.42873 -0.0157138 -0.0501933 -0.0407161 -0.0592548 -0.0255346 0.0540082 0.104579 0.343507 0.0439108 0.133106 -0.0521799 0.195464
internal_count=361931 313844 250421 208641 22377 41780 11887 29893 186264 177922 2605 2035 1808 1009 142894 19699 123195 764 13995 122431 115367 97746 61222 17621 13997 2728 19649 10270 9379 8801
shrinkage=0.00412428


Tree=1439
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 712 726 1237 746 520 388 647 590 795 566 981 1298 487 747 854 927 714 864 1469 275 982 708 282 704
split_gain=94.7015 80.8349 51.9656 60.5881 66.4686 53.7698 48.4596 40.9318 36.2424 34.5021 34.5664 34.3707 36.0029 84.9028 34.1947 40.7764 36.7044 36.1939 34.4566 34.0026 33.0333 35.1894 32.7386 30.91 30.6003 33.251 30.4074 35.138 30.3246 29.5917
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.63779424894106762 1.0000000180025095e-35 1.4298092310842805 1.0000000180025095e-35 1.5103007336851382 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.9839842507384622 1.7060327193526743 1.5690779363521359 1.2917861121850509 6.1031850957970919 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 0.72275257928592751 -1.3263328046252252 0.4022431516292117 3.0854258727671673 -0.55689657685208205 -0.94278280720258245 -0.86123568666979211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 9 -4 -1 -7 20 19 -11 12 13 -3 15 18 -16 29 -5 28 -8 22 -22 -9 25 -14 -13 -28 -2 -17
right_child=1 11 5 14 -6 7 8 23 -10 10 -12 26 24 -15 16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00016228927912464175 -0.00040293681062695359 -8.1494409025207614e-05 4.2480987259060771e-07 8.07230566264806e-06 -3.6805120716788444e-05 -0.00012346813265790197 0.0003135381154669101 0.00027534837254095291 -0.00015472792480367836 -9.9440860670619623e-05 0.00025289077150256965 -0.00020307607740874798 0.00082489511586582287 0.00047673982240858882 -8.6302851929359348e-05 -7.4710313501811785e-05 0.00015243536595554061 -0.00023445195621396713 -0.00014276204579695905 0.00055678929600674312 -3.6364020618327615e-05 0.00028763606568523814 0.0001182344468589935 -0.00010587428736651606 -9.6030525350829842e-05 -0.00040776608480640468 0.001122275019601442 -0.00062232447067719346 -0.00017399594546581117 0.00024351762189715929
leaf_count=3225 5009 3918 34551 60423 45923 1345 2402 5497 1892 6267 1058 20046 220 1190 26904 1248 2092 703 6798 164 6774 2725 12541 753 74210 102 146 103 28869 4833
internal_value=0 -0.0502075 -0.0294742 -0.0457819 -0.0939151 0.0376866 0.0754905 0.193619 0.103444 -0.176853 -0.0432137 -0.111646 -0.0916914 0.0898106 -0.0128101 0.0111755 -0.0757332 0.160692 -0.00545004 -0.220206 0.124996 0.0997082 0.0692953 0.261961 -0.106378 0.516651 -0.21922 0.644574 -0.229001 0.211969
internal_count=361931 332372 232437 190291 87290 42146 29559 7595 26334 41367 7325 99935 79640 5108 103001 74005 28996 6784 67221 34042 24442 22040 19315 6250 74532 322 20295 249 33878 6081
shrinkage=0.00087056


Tree=1440
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 65 784 727 539 923 694 909 1470 388 647 590 1059 1051 1107 271 982 708 348 1469 275 1046 353 902 1010 519
split_gain=94.1131 72.6019 53.7349 49.7296 49.385 44.6451 47.4868 43.5402 57.0859 50.8925 35.9958 35.6016 33.1749 32.1287 34.0061 78.1543 31.762 31.6923 31.5919 29.602 29.4593 34.9144 29.3574 28.7626 32.5459 28.7528 28.6907 42.527 30.2906 28.5951
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 1.3605314985471562 0.9594655836162902 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 1.2342127532274445 -0.67290761646258057 -1.3664195657027294 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 3.5926503781727646 -0.70798317714492942 2.6793937623835933 3.0854258727671673 -0.55689657685208205 -1.2239035338659037 -1.3263328046252252 0.4022431516292117 -1.56246364468913 0.63280207191488913 2.0947916829856985 3.0713252103476614 2.1420547332082829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 6 16 10 9 -9 -2 -6 -8 14 15 -3 18 26 -5 -13 22 -22 -15 24 -16 -14 27 28 -11 -10
right_child=1 13 -4 5 11 -7 12 8 29 17 -12 19 25 20 23 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.0459759774892867e-05 9.1462960928029218e-05 -7.4176047641247029e-05 -9.785134189960476e-05 -0.00016174533442218523 -6.5401709198557796e-05 -7.9445551857838475e-05 -0.00054513762774949389 -0.00035772921680651175 -2.6602636149136973e-05 -0.0001565076227703931 -4.9853641930386273e-05 0.00016677685631522204 -0.00033098377430635772 -0.00040745986674797438 0.00074170382653521399 0.00042074669314201069 2.56749225008463e-05 0.00071309917482562113 -1.8023444844782989e-05 -0.00030332206978565004 0.0010325667512296945 -0.00057595590775320177 -0.00015006559533025968 -8.8879783215677332e-05 -0.00038440870823383257 0.00011080538402704634 -1.2336021746185117e-05 0.00013549327054755537 0.00040662477454461493 0.00016649710046027613
leaf_count=12551 9356 3918 35150 6469 2491 19174 217 2982 10815 29509 13873 14123 523 3341 220 1190 49465 142 23769 394 146 103 16705 74210 102 17846 8479 1980 269 2419
internal_value=0 -0.0534104 -0.0337712 -0.0208841 0.0720558 0.00624076 0.0228052 -0.0651967 -0.0997882 -0.145447 0.0149267 0.148795 0.115918 -0.111698 -0.0924102 0.0841333 -0.000201164 -0.123743 -0.0558231 0.190682 -0.215912 0.636685 -0.229754 -0.106691 0.496781 0.125435 -0.128038 -0.163041 -0.186157 0.0141596
internal_count=361931 332372 232437 197287 29559 117463 98289 79824 56595 43361 23229 17008 18586 99935 79640 5108 79703 40379 30238 14517 20295 249 20046 74532 322 18369 40237 31758 29778 13234
shrinkage=0.000804263


Tree=1441
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 65 712 727 539 923 784 694 1237 388 1470 647 590 854 927 714 1059 1107 982 708 1051 348 353 902 1469 275 1010
split_gain=89.258 83.8127 55.2372 48.8963 44.957 44.2595 44.1399 62.7872 50.5898 42.7491 36.3693 36.0038 32.923 32.8692 32.7822 74.3618 32.551 34.2934 32.9873 32.2555 31.8661 31.4195 35.1301 30.8182 29.4633 29.4215 42.2828 29.191 33.0633 28.8775
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.3605314985471562 -0.63779424894106762 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 0.9594655836162902 1.2342127532274445 1.4298092310842805 1.0000000180025095e-35 -1.3664195657027294 -0.87782724458594241 0.58895901036483078 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 -0.70798317714492942 3.0854258727671673 -0.55689657685208205 3.5926503781727646 -1.2239035338659037 0.63280207191488913 2.0947916829856985 -1.3263328046252252 0.4022431516292117 3.0713252103476614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 9 -1 10 8 -8 19 -2 16 14 -11 15 -3 -7 18 -18 20 -5 24 -23 25 -14 26 29 28 -16 -10
right_child=1 12 -4 4 -6 11 7 -9 23 13 -12 -13 21 -15 27 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013829910802003062 9.7313963321171918e-05 -7.0085582736070543e-05 -9.0592231489443014e-05 -0.00015221488060812032 -7.1928997131140914e-05 0.00028133776320646053 -0.00034520747309599461 2.2155709005849742e-05 -0.00014879253681559758 -0.00052859497255464496 -4.2015820697286812e-05 -0.00014055479201315161 -0.00039932390297834589 0.00010138133013347817 0.00073471474839132246 0.00040235684273623722 -3.408677208717488e-05 0.00025714051402992712 0.00010646113864289703 3.2600823130578217e-05 -1.0662776436325446e-05 0.0010247814520020111 -0.00055664428051101179 0.00069269361687614877 -0.00014663943794644466 -6.0999697704942838e-06 0.00013624669593397551 -8.4976553206177178e-05 -0.00037689647210908077 0.00038930810555107222
leaf_count=3225 9356 3918 35150 6469 19174 2402 2982 13234 29509 217 13873 1892 3341 18369 220 1190 6774 2725 12541 49465 23769 146 103 142 16705 8479 1980 74210 102 269
internal_value=0 -0.0468263 -0.0257169 -0.0126594 0.0142191 0.0752112 -0.0566228 -0.0914509 -0.139336 0.0308227 0.0241021 0.101895 -0.109414 0.119109 -0.0898973 0.0832399 0.12338 0.0982793 0.0682727 0.00899721 -0.0470584 -0.214848 0.661475 -0.117692 -0.229195 -0.121929 -0.157365 -0.103922 0.503405 -0.180446
internal_count=361931 332372 232437 197287 117463 29559 79824 56595 43361 98289 23229 26334 99935 18586 79640 5108 24442 22040 19315 79703 30238 20295 249 40379 20046 40237 31758 74532 322 29778
shrinkage=0.000788493


Tree=1442
num_leaves=31
num_cat=0
split_feature=677 878 1458 683 666 792 809 762 1171 1168 624 181 1461 1461 1466 846 1327 553 1460 1106 156 1023 933 806 1088 699 282 1469 1027 813
split_gain=37.6638 81.2951 52.7151 52.7963 44.0377 39.7185 45.893 39.7504 40.8537 39.1521 38.553 35.1115 32.3261 48.7867 31.6102 30.2235 29.8498 29.1299 28.9114 33.2631 32.663 31.9442 30.5177 28.3514 28.1437 28.1398 27.7211 27.5439 27.5215 28.3044
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.6054386111478895 -0.76344857304914582 0.45873907618427312 1.0000000180025095e-35 0.66649192610754393 -1.2417284683960583 0.30028666319685293 0.56478982777245867 -0.75758629525805554 2.2660174815480416 -0.21004840118973137 0.56849382259836123 0.51364500316626394 0.19361153178804166 -1.5040151836033149 1.1461285556670608 0.085279704578113361 0.24876311059739639 0.55517044832513418 3.5766882749983915 0.68806224955729689 0.53322213276968733 1.3828769186765884 3.0911051050642997 2.3623678445702434 -0.68900997687029764 1.0000000180025095e-35 0.44561103650162237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 9 7 11 -2 15 28 -1 18 17 -14 27 16 -9 23 20 -20 21 22 -7 26 -16 -12 -3 -6 29 -5
right_child=5 12 -4 4 14 6 -8 8 -10 -11 25 -13 13 -15 24 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019311466658404781 -0.00026073661189425284 8.6938809175610292e-05 0.0012015354426533841 -0.0010250169014979901 0.00053067409350987256 0.00014481809804192615 -0.00044374896438735556 -0.0011374869822072266 0.00071432505642940295 -0.0015340917788684491 -0.00076074619590762126 -0.0010908724583554887 -0.0010353853590398187 -3.8962246435661351e-05 0.00067740969587633129 -0.00022872653834578552 0.0003161127320953885 -0.00045437520267533135 3.7801494510557001e-05 0.00076605369046951017 -0.0005499443341961559 -0.0021774405155560684 -0.00042185955040680261 0.0005429185488138921 0.0041795959757723964 0.0036456242707752231 -0.001470379123152604 -0.00046256330329987971 -5.1199632352126536e-05 -0.00033086291068255028
leaf_count=10182 17312 45985 1674 13492 3414 41823 23496 1297 11987 6121 9122 3384 7074 14565 2396 13946 37200 8386 13237 7497 10717 451 9253 12424 211 180 1120 9115 12284 12586
internal_value=0 -0.0444835 -0.110862 -0.122558 -0.0937444 0.00309318 -0.023735 0.0401991 0.0631566 -0.138687 -0.29082 -0.00010158 -0.0015754 -0.0797897 0.0116453 0.0360598 0.0660989 0.0222649 0.00724949 0.0760347 -0.016664 0.00479999 0.0102431 0.0388197 0.233302 -0.154338 0.0129568 -0.0396611 -0.112938 -0.159578
internal_count=361931 170331 80777 79103 59619 191600 109858 81742 64430 44483 19484 86362 89554 21639 15136 52443 38497 67915 82978 20734 62244 51527 51076 59529 2607 9302 47105 12529 38362 26078
shrinkage=0.00412428


Tree=1443
num_leaves=31
num_cat=0
split_feature=785 728 516 143 712 691 791 513 1234 429 1237 804 941 854 195 354 578 498 388 647 590 927 714 938 564 982 708 21 1100 515
split_gain=107.435 80.2582 54.4522 56.4925 53.6146 42.922 39.7924 50.2909 55.3802 38.0318 37.3226 36.7062 44.7246 36.2067 36.0666 35.478 37.5719 67.238 34.5176 34.8257 82.5361 33.8974 34.7903 33.6788 31.9073 31.6902 35.4606 30.777 30.4647 30.4118
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.72319605263816955 -0.63779424894106762 0.32551924250032394 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 1.3430836380569215 1.4298092310842805 1.3537602816678871 1.0000000180025095e-35 -0.87473648844905705 1.3909106807663625 1.3851549945161543 -0.87905496296652397 1.0537604389553616 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0483613175537825 1.0000000180025095e-35 -0.57633625342910477 1.4188032667957222 3.0854258727671673 -0.55689657685208205 -1.6471741456694959 1.0486018294583193 1.4353143596930875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 9 11 28 -9 24 13 15 -13 -6 -14 16 17 -5 19 20 -3 22 -15 -18 29 -20 -27 -7 -8 -2
right_child=1 18 3 6 10 27 7 8 -10 -11 -12 12 14 21 -16 -17 23 -19 25 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0001631903085021452 -6.65843600387942e-05 -8.1390946191177592e-05 -7.6964526852192546e-05 -3.0715914748103246e-05 0.00031512006834416453 0.00022134089457708541 5.8953358541175688e-05 0.00031096889629109528 5.6659350424465271e-07 8.7168643066912332e-05 -0.00014721408041764981 -5.9572141233590813e-05 0.00022973685026799007 -3.3200521330769923e-05 -0.00022216341298479157 0.00010395245645145633 3.5231631392987117e-05 0.00044398204224087919 -0.00019826685225933843 -9.1499809813382814e-05 0.00044720004440155126 0.00027689902290337618 0.00011994274223861285 -7.4129551057754123e-05 -0.00018580157831760033 0.001086946853768727 -0.00059563038432023036 -0.0001414849972325771 -9.9339163092967631e-05 3.6815432078224212e-05
leaf_count=3225 40325 3918 30609 2887 2402 1103 18093 4174 2810 7107 1892 3644 5030 6774 571 6587 10914 1292 20046 74532 1190 2725 12541 43034 5877 146 103 28558 6177 13645
internal_value=0 -0.0537356 -0.0330801 -0.00647627 0.0800339 -0.0761822 0.0160249 0.0801327 0.229147 -0.045955 0.109431 -0.0106773 0.108754 0.131264 0.220482 -0.0294057 -0.0456837 0.144487 -0.114904 -0.0949147 0.0834551 0.104743 0.0748982 -0.0610865 -0.0653253 -0.22259 0.656606 -0.154531 0.030758 -0.0477497
internal_count=361931 332372 232437 135822 29559 96615 105213 31254 6984 66954 26334 73959 9245 24442 5601 64714 58127 4179 99935 79640 5108 22040 19315 53948 59847 20295 249 29661 24270 53970
shrinkage=0.000836755


Tree=1444
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 852 727 923 519 784 578 576 694 388 647 590 1237 2 1362 278 982 708 272 348 924 943 596 1469 275 1452 497
split_gain=87.6544 85.0563 57.4974 50.7202 49.7604 44.9893 56.7901 50.7609 43.4042 38.4316 35.9183 34.8643 34.7085 34.9524 76.3176 34.36 32.7163 32.204 31.601 30.423 35.1903 30.3127 29.8006 28.9585 28.8176 30.5472 28.8082 28.6695 28.5753 28.3899
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 0.9594655836162902 -0.87905496296652397 1.1032265037225084 1.2342127532274445 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.4298092310842805 -0.98356635867290676 1.8627633281097242 -1.1833072469291228 3.0854258727671673 -0.55689657685208205 1.6568181847307961 -1.2239035338659037 1.8999064755685127 1.4693784537238983 3.0920830256423057 -1.3263328046252252 0.4022431516292117 3.3900475580725948 -1.0374643804889057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 11 28 23 18 -5 -9 -2 13 14 -3 17 -10 21 -6 22 -21 -11 -14 -8 25 26 27 -15 -7 -18
right_child=1 12 -4 9 8 6 7 10 16 15 -12 -13 19 24 -16 -17 29 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016298837615350202 9.5628107361905566e-05 -7.4477567702856782e-05 -0.00010005183020702382 0.00025289353307514237 -0.00012068348599020547 -0.00033013172437052157 -9.5387652361741436e-05 0.00018161063463572688 -0.00010985583871259601 0.00010570299001976211 -0.00036490050762939108 -4.6266802791124423e-05 -0.0004224326297051688 0.00075909183791235933 0.00042368207942226991 -0.00018020118105953922 -0.00014014066741143932 -0.00026437320170415846 2.135730026222662e-07 0.0010474845120712944 -0.00059064926871505005 -0.00014721132064152707 -0.00015909452582229931 7.157126541614907e-05 -0.0002370764326135399 0.00030848415112402408 -8.7335987950398373e-05 -0.00035143085450407987 0.00074200612643670889 0.00011722510113653482
leaf_count=3225 9356 3918 35150 3439 9027 3650 45607 3098 2728 18819 368 13873 3341 208 1190 1734 1563 810 86616 146 103 1532 16705 3804 6654 589 66989 92 68 17529
internal_value=0 -0.052398 -0.0311236 0.0686034 -0.0177873 -0.0621232 -0.0972766 -0.078359 0.00933207 0.0973116 0.152421 0.0193563 -0.115362 -0.0953015 0.0835217 0.0667914 0.0925119 0.0897944 -0.0109889 -0.223255 0.636377 0.105986 -0.237331 -0.0997903 -0.109756 -0.0969051 -0.102438 0.517954 -0.370857 0.121171
internal_count=361931 332372 232437 29559 197287 79824 56595 52877 117463 26334 3466 23229 99935 79640 5108 22895 21820 21161 95643 20295 249 20351 20046 49411 74532 67878 67289 300 3718 19092
shrinkage=0.000820348


Tree=1445
num_leaves=31
num_cat=0
split_feature=134 147 785 207 519 1243 706 841 1465 839 1452 21 1047 685 1386 843 727 625 853 637 539 293 1457 1108 1113 832 1022 1380 694 705
split_gain=37.7147 38.6861 36.1883 38.4664 44.168 39.6505 39.2264 33.4716 30.8251 30.5548 30.5252 30.436 30.3034 30.8969 39.4468 34.0386 30.1371 30.1297 30.0041 27.9932 27.7267 28.1983 27.3702 27.0277 26.7272 30.0602 29.9637 27.4342 26.1771 25.9408
threshold=1.35321484427453 -0.54444506923697777 -0.86283290253235112 -0.056979058706651924 2.1420547332082829 0.21427767903913078 -0.3535015761321067 1.076958258958197 -0.41120921193798426 -1.3892326383807407 -0.63504016340352343 -2.2144973715372043 2.8162032343233889 1.0165023615855489 -1.4601469774998168 2.2892590682533238 -1.1275738623161491 1.0305034325601421 0.91359539958596292 1.7153703123237329 1.0000000180025095e-35 -1.8112389584280948 1.4942246234200935 0.461331533078565 -0.16905392942057354 0.24259248783288745 1.0000000180025095e-35 1.9190695071051269 -0.030348002816314737 -0.62605259953036085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 8 5 6 12 -5 22 10 -8 -1 -7 13 15 -15 -4 28 -13 -18 -11 29 -22 -2 -12 25 -16 -27 -26 -6 -3
right_child=1 20 3 4 16 11 9 -9 -10 19 23 17 -14 14 24 -17 18 -19 -20 -21 21 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.00081365561972475073 9.6419924344903502e-05 -0.00023270970519798499 -7.1542102078586212e-05 0.00023954200911088997 -0.0055339890018389452 0.0021752506727278267 -0.0011226868907638578 -0.0011535040650732856 0.00059218720772183939 -4.8700673282976874e-05 -0.00011394905606787649 -0.00039719530523878941 0.0014228820068637308 0.0020208585352502477 0.00014782062072533791 0.0013359332409120469 0.00061844817162694026 -0.0012693622102127487 0.0021076266557304886 -0.00091405782714572357 0.0028314076764680437 -0.00033109818427948755 0.0017650892435789845 -0.0015516821917953259 -0.0015806913491893206 -0.0031028015143168479 -0.00032134670350468693 0.0022581873299486336 -0.00031039843927074611 -0.0011651625471259806
leaf_count=2556 18742 7485 82080 42311 95 433 4403 2630 15364 68800 5665 33341 1318 678 4716 1605 6092 6259 1394 4670 308 23030 1170 1604 5246 1012 1118 263 1050 16493
internal_value=0 -0.071719 -0.00678539 -0.01491 0.0125361 -0.0416854 0.000254239 0.0113693 0.070184 -0.0312929 -0.0230075 -0.106093 -0.0184507 -0.0231535 -0.137953 -0.00913494 0.151664 -0.113515 0.197803 -0.0217154 -0.115726 -0.0625535 0.045888 -0.0930385 -0.170408 -0.0709764 -0.325329 -0.306242 -0.159863 -0.191115
internal_count=361931 69858 292073 266884 128815 138069 120184 22542 25189 77873 9825 40033 98036 96718 13033 83685 8631 39600 7486 73470 47316 23338 19912 7269 12355 6846 2130 5509 1145 23978
shrinkage=0.00455354


Tree=1446
num_leaves=31
num_cat=0
split_feature=545 785 1442 470 119 789 1097 728 1454 1463 939 1466 705 332 322 728 1470 1465 138 602 539 83 1467 1237 830 1457 1016 854 1098 1470
split_gain=85.5327 78.1137 59.4861 48.8437 59.5319 49.6375 43.2224 48.6426 42.2731 57.6696 42.2201 40.5953 39.981 39.4881 39.2018 39.1003 37.7539 44.9008 37.661 38.1426 40.7727 35.2714 34.2223 39.1082 36.1338 34.0689 33.896 33.3108 32.8738 32.1655
threshold=-1.0372938969678034 -0.86283290253235112 -1.2625182715263061 0.66595742291584703 1.0000000180025095e-35 1.1248358748350926 -1.2571877020351898 -0.49008176997875957 -0.91909735138557946 -0.37812388882570003 1.4307804817950061 0.60388684044670526 0.62026487867602198 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.014236416144143367 -0.13009469105523855 1.8037909328924133 1.0000000180025095e-35 1.0000000180025095e-35 -0.92036929128540057 3.8567296589757825 0.5723095224056084 1.9860712334756474 -0.33496484878846661 1.0000000180025095e-35 -0.87473648844905705 -0.65750918523183322 -1.1890194440405242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 6 14 4 13 12 -2 -8 9 -6 18 22 -5 15 -3 -4 -17 -18 19 20 -1 -15 23 24 -10 -13 -25 -9 -29 -12
right_child=1 2 3 5 8 -7 7 27 11 -11 29 25 -14 21 -16 16 17 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.00032348647920704183 -0.00015810881639878542 -5.6375651544738729e-05 3.6233967169645717e-06 1.3637596276571272e-05 0.00043785522890917071 -7.9676951422046494e-05 -0.00016291346887843878 0.00033337821454136276 -2.9313041011525527e-05 -0.00010566102502263676 0.00045579915008802269 -2.1775211234905002e-05 0.00013919971632405843 -0.00021436998741218715 -0.00019350260351759754 -9.6705173195751282e-05 -0.00015334402807055272 -0.00040034016675715345 7.3041813637614905e-05 -8.7898586113294337e-05 -0.00013498824393077651 -1.0351506720501226e-05 0.00040999717515150219 -0.00030834123099466194 0.00017798167283728373 0.00016023097099780994 -6.9240263350599989e-05 3.1880405806996269e-05 0.00018437243949369776 7.3203437447751879e-06
leaf_count=14807 2486 22584 7045 19871 1583 9897 2270 2285 54409 1210 721 6182 12482 3867 16598 20441 11314 6781 4997 47018 19015 25744 501 4179 2742 7060 7047 10845 8449 7501
internal_value=0 -0.024558 -0.0375919 -0.0238378 -0.0430398 0.0358791 0.0840464 0.111561 -0.00693761 0.251008 -0.109879 -0.0156102 0.0734715 -0.0942003 -0.125373 -0.146989 -0.184643 -0.277963 -0.126383 -0.139535 -0.216709 -0.0381032 -0.0370602 -0.0415084 -0.0213488 0.0879094 -0.170728 0.141954 0.113532 0.0614938
internal_count=361931 267872 241537 202355 160105 42250 26335 23849 84913 2793 94059 82120 32353 75192 39182 45581 38536 18095 85837 80840 33822 29611 68878 68377 57151 13242 11226 21579 19294 8222
shrinkage=0.00087056


Tree=1447
num_leaves=31
num_cat=0
split_feature=50 56 1470 729 678 1465 1456 1458 1463 1096 651 276 579 1461 967 1104 216 1458 741 1219 882 1244 910 127 491 635 221 830 1458 1463
split_gain=38.2542 61.0399 31.1207 29.342 28.6246 33.2936 42.25 38.8577 33.6162 32.5007 27.9224 27.5891 31.8886 33.7361 29.6952 28.3011 27.2091 26.8808 30.9969 26.8052 26.089 25.7164 25.6798 25.683 36.3571 25.5816 26.1638 25.4107 25.0536 33.9627
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 0.75637635299260908 0.34708990927187483 -0.64976765822460247 0.9901232371825377 -0.21734572720002096 1.4334175752012324 1.3185420132932633 1.1107569744011787 0.51239841603722114 0.38369638209385348 3.9993613276323443 1.4952865769287931 -0.32579479536197137 -0.061787931002372821 0.22895049099019518 -0.65696253498209489 2.9174730118466901 1.0000000180025095e-35 -0.955570051789988 0.67909569382761958 1.0000000180025095e-35 -0.18086751469836423 0.6272977314300564 1.677483557927002 0.70639586890216266 -0.38826732061105779 1.2754859865074317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 11 5 7 28 8 -3 -8 -4 12 14 25 15 -2 -9 18 -6 27 -5 -20 23 24 -1 26 -14 -17 29 -7
right_child=3 4 10 20 17 6 9 16 -10 -11 -12 -13 13 -15 -16 19 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019135260285437082 -0.00028371762305037752 -0.0012798631085661539 -0.00069036716189749313 -0.00046523558484526335 -0.00046662272282462701 4.0441812359403942e-05 0.00058413093442440502 0.00036486717608756933 0.0016719595115061072 0.00319869581856764 0.00011835544439548498 0.0003460887150561137 0.00032835339900424325 0.0030260959678944134 -0.00078255196989164566 1.3770246705253325e-05 -0.00078168665242924493 0.00070962091071643651 -0.0010505872179576456 -0.0027988040815762794 7.021740173898987e-07 0.00045189034411661475 0.001773263611248617 -0.00099986846955754161 -0.0011060164989359412 -0.00027921853572766158 0.0016554885582347181 0.00062055280960212191 -0.00038972934580977855 0.0019630154935832145
leaf_count=1114 29850 9351 63589 28616 7893 14485 4094 5590 463 603 5936 32845 18627 382 6789 29226 4509 7313 1611 454 33417 12317 899 1876 678 6664 1509 9003 21121 1107
internal_value=0 -0.0448689 -0.107276 0.00321312 -0.00996726 -0.040387 -0.00407114 -0.121033 -0.234878 0.197043 -0.1253 0.0198225 0.00212092 0.0638158 -0.0214027 -0.0084192 -0.0243321 0.0423888 0.00449473 0.0292695 -0.0405127 0.0661395 0.0645016 -0.0223389 0.160206 0.0541414 0.0920675 0.0344024 -0.0308728 0.0396104
internal_count=361931 164549 74092 197382 90457 61323 41410 19913 9814 4697 69525 135349 102504 27182 75322 68533 10099 29134 21821 38683 62033 13928 4567 3668 1792 26800 20136 38229 36713 15592
shrinkage=0.0047375


Tree=1448
num_leaves=31
num_cat=0
split_feature=1431 1012 21 1449 678 1470 667 21 1462 1095 50 1436 1430 1469 250 251 629 1444 974 1259 696 1428 980 707 636 485 332 833 879 974
split_gain=37.6653 36.2129 38.2738 32.131 31.9565 31.9048 31.4777 29.7434 56.6899 28.5866 29.4005 32.4681 43.1084 54.3585 33.9235 31.9989 31.0924 30.61 30.2465 35.7469 29.6256 29.3565 27.0081 26.8595 27.7454 26.5237 30.965 32.1199 33.031 26.3468
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.62211875780133752 0.8598774435242994 0.34708990927187483 -1.248152817927926 2.8959165655566772 -2.9709283393608152 0.64216061943476632 3.5514530299163165 0.55630078546380823 1.0000000180025095e-35 0.54622893720785959 -1.2909259808610625 4.2718840205375788 2.0144263856237559 0.97199098184281507 1.0487318818042339 -0.16583582456836196 -0.59540539883645882 -1.7957511053296018 1.0000000180025095e-35 -1.4263273902807663 0.10055526048853304 2.1246035830990708 0.11557032720410339 1.0000000180025095e-35 -1.1548891424024068 -0.65854580630962423 0.96627810387530266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 23 5 -4 -5 -3 -7 8 -1 10 11 12 13 15 16 18 25 -15 22 -20 -19 -14 -9 -2 -25 26 -13 -28 -29 -12
right_child=1 2 3 4 -6 6 -8 9 -10 -11 29 14 21 17 -16 -17 -18 20 19 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0049528921702036337 5.3419490860743522e-05 0.00048643949735539783 -2.2087126339361496e-05 0.00077015631702928003 0.0052203923902846049 -0.00063261314416390344 -0.0025718816377664233 -0.0024247682530800299 0.0033711532284296884 -0.0012236599039976972 0.00030794070510282013 -0.00033650381260699757 0.00043690014956941165 -0.00040327856407692533 -0.0030254679297813235 -0.0026835960406409475 -0.00035367740719209151 0.0090972448571430276 0.0012440551915648714 -0.0012993180593785507 -0.0013684406500135146 -0.00049837435319448852 0.0017301802346329539 -0.00034821049837632339 0.001698311282830016 0.0003534485714433839 -0.0010397872078162969 -0.0001146529069560971 0.00056987146870575987 -0.0001935548020281107
leaf_count=89 51414 2597 6993 508 194 38727 1857 175 448 2655 41146 20372 12115 47223 562 247 13553 29 802 984 6298 4455 2028 36605 663 31634 2072 10337 13945 11204
internal_value=0 -0.047438 -0.103865 0.0468102 0.494488 -0.13672 -0.156999 0.00166908 0.489584 0.000290898 0.00260661 -0.0131153 -0.0515205 -0.0856037 0.0133178 0.134635 0.0158593 -0.111184 0.177254 -0.0212483 -0.297134 0.0454826 0.337661 -0.0208583 -0.0703517 0.0328988 -0.00163747 0.042511 0.0620329 0.0453544
internal_count=361931 139558 50876 7695 702 43181 40584 222373 537 221836 219181 166831 74356 57786 92475 4236 91913 53550 3989 1786 6327 16570 2203 88682 37268 78360 46726 26354 24282 52350
shrinkage=0.00437672


Tree=1449
num_leaves=31
num_cat=0
split_feature=888 1464 522 691 1454 694 795 21 130 1468 696 1452 1466 1466 1289 1457 1449 1452 1452 1465 3 1465 1456 1464 1466 21 277 1469 1452 1457
split_gain=36.6372 33.629 36.3376 37.5667 36.0202 33.7769 35.4959 32.5666 33.6558 32.3949 31.4057 31.1589 48.6351 43.147 29.3957 29.2029 48.4763 37.2231 54.0502 35.5864 34.9624 34.342 32.4845 34.2383 29.4709 33.6578 29.4613 29.1369 32.797 28.9227
threshold=1.0000000180025095e-35 1.5993600128483978 -0.71745339412579689 0.11682074345248079 -0.12591398429191614 1.4410699139383063 -0.29258408639884992 -1.6471741456694959 1.0000000180025095e-35 3.2937191260639342 2.1459952861562561 0.039474337618497217 0.041666216359983001 0.019481231302653043 0.47721697111235356 0.7343439707691487 0.45997831635012221 1.0409243383084115 1.434259801303694 1.7464167735676901 0.87503232167123268 -0.45749305878403218 2.0994270724704638 3.6600433320566546 0.10938426410252901 1.7567652095367545 -0.80213702850399393 0.31418336311431067 0.31080832553362553 -0.54187279531438171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 11 6 27 9 14 -5 15 12 13 -3 -9 17 19 20 26 -17 21 22 23 -6 -18 -26 -19 -1 -29 -13
right_child=-2 4 3 7 10 -7 -8 8 -10 -11 -12 29 -14 -15 -16 16 24 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00075587292030472825 -0.00042779938244511239 -0.00072511130112494666 -4.3559365890926411e-05 0.00081339141860421705 0.001845425787038953 -0.00056187172770908616 -1.9578428234336339e-05 -0.00041136288138196933 -0.0008184972955345124 0.0079960568558067237 -0.0022396122547327087 0.0019674322549092789 -0.0039052036065016782 0.0085732118837390688 0.00027661619684154223 -0.0025047196310555172 0.0024196179027775617 0.00054575045984726336 0.00095853101700951412 0.00066731350197317277 0.0022111222062637451 -0.00014181221431748493 0.0052440737959624307 -0.003248259055821432 -0.00051998862096556758 0.0048863044341217006 0.0049001041729646953 0.00025312110616295921 -0.0017166376416582997 -0.00099628356706822499
leaf_count=20244 46198 1315 148201 2006 1024 7798 33929 37045 23779 93 438 784 1027 67 11929 1324 890 225 1937 645 1254 5330 227 203 1334 121 761 9457 1444 902
internal_value=0 -0.00707792 -0.0134406 -0.028505 0.0791034 0.0287955 0.0450541 -0.0731009 -0.0813837 0.228453 0.121605 -0.121892 -0.315896 -0.0357859 -0.0474814 0.137766 -0.00881285 0.196664 0.392991 -0.271097 0.118091 0.0532929 0.350426 0.192343 0.181807 0.000845657 0.773286 0.0991114 0.00452876 0.0963328
internal_count=361931 315733 295925 223053 19808 72872 65074 74852 72753 2099 15713 4095 2409 1382 48974 15275 4314 10961 2923 1969 8038 6784 1454 1227 2345 1455 986 31145 10901 1686
shrinkage=0.00512803


Tree=1450
num_leaves=31
num_cat=0
split_feature=785 728 728 516 143 746 1376 791 513 578 586 21 1107 927 647 590 846 1175 1122 146 20 1149 651 1234 1357 1016 677 1148 402 588
split_gain=118.373 85.8677 59.9331 59.5755 55.033 46.1495 42.123 42.3435 41.912 41.3501 38.159 36.3789 35.7897 35.6337 34.338 96.5989 36.2573 33.0794 33.0548 33.0136 33.5828 32.6646 32.6868 32.2168 32.2024 31.2459 61.5831 30.9717 31.3608 30.3857
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.72319605263816955 0.66766320980544069 0.18805867694879752 1.0000000180025095e-35 1.0454229551509682 -0.87905496296652397 -0.55233311529615603 1.0000000180025095e-35 -1.5182802995512439 1.0483613175537825 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 -1.4887852908755075 0.79579885031402708 2.888475460910541 -0.37168563270387045 1.3094460619852766 -0.9964111233105486 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.85514867284464147 2.3072461888407707 2.250834115212506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 10 7 12 -9 -4 -2 18 -6 17 15 -3 -16 -14 24 -18 -21 22 -12 -10 -11 26 -13 29 -29 -19
right_child=1 14 9 4 6 -7 -8 8 23 11 21 25 13 -15 16 -17 19 27 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00015769034175012491 -0.00016926277734328427 -0.00010629108237454557 0.00027731769769793823 -7.2130912822399457e-05 -0.00031965288448273886 1.7445832987599843e-05 -4.2966987668446758e-05 5.7489668996951489e-05 0.00033400656117404433 0.00012272148500027787 -0.00022429667867169761 -0.00011519908674897676 -0.00030068882927987683 -9.8929656458868981e-05 -4.8572518847443974e-05 0.00041742897855764248 -0.00013835376616151858 1.1865777141179767e-06 -0.000212962731645157 -0.00024055880186060806 0.00091859220725221775 5.6850994666795305e-05 -6.4057432710570229e-05 5.1831565148886631e-05 -0.00010054355067383935 0.00022485369489748977 0.00020969791988917271 0.00014924205009499733 -0.00021394629528213906 0.00019386620287030725
leaf_count=3396 18415 4821 3407 30609 1202 16941 31352 16179 3015 5053 6157 3207 1002 6291 29774 1384 63616 32390 1854 158 182 6025 49077 1726 2978 6035 3629 9031 725 2300
internal_value=0 -0.052733 0.0873938 -0.0313889 -0.00357966 -0.0764004 0.0185986 0.044077 0.12331 0.119582 -0.102398 0.087886 0.0128988 0.0201267 -0.115916 0.0483703 -0.128916 0.0410826 -0.00618795 -0.163827 0.525375 -0.0768206 -0.096226 0.285981 0.0505562 0.162039 0.0664236 0.0487987 0.149496 0.0190007
internal_count=361931 332372 29559 232437 135822 96615 105213 73861 20920 26163 79674 22756 52941 51739 99935 6205 93730 45448 9885 63956 340 61259 55234 4741 8031 12871 6836 44446 9756 34690
shrinkage=0.000820348


Tree=1451
num_leaves=31
num_cat=0
split_feature=785 181 815 1361 727 1023 980 1436 497 1246 500 1235 1469 909 735 1443 450 1465 1458 1449 665 846 263 619 706 852 845 1010 885 1314
split_gain=111.914 71.1603 53.8948 84.9488 53.0425 51.168 45.1715 43.6616 40.2766 36.0516 39.2415 35.8993 35.8443 35.6964 34.979 32.7732 32.5496 31.1028 35.8484 36.5968 30.9184 30.2114 29.9632 28.9651 28.5186 35.2194 30.2503 28.344 38.2716 27.983
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.36003600613833892 0.96001919005954639 1.0000000180025095e-35 1.461728259125324 -0.30745471054411894 -1.9294300725362803 -1.24934742919911 -1.2791237062730081 -0.67290761646258057 3.1554326354961759 1.593744732512876 0.69231615738246322 -0.51923091368911811 -0.25149012508983032 -0.046399403249050987 0.85652824257920523 -0.53268848306471728 1.6445160113075163 0.83082504555296788 0.62672487627420737 -0.22706799479215015 1.70353945103189 1.0000000180025095e-35 4.1869290161081958 -0.66989080665477052
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 24 9 8 12 15 10 -4 -5 -2 -6 29 -7 -10 18 19 -15 -13 -12 23 -3 -1 26 -26 28 -14 -9
right_child=1 22 5 11 13 6 -8 14 16 -11 21 20 27 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00020772725949962708 -6.9158023662384393e-05 -0.00022679425220489884 0.00048538223092956553 -0.00020037522655754814 -0.00015267637315994468 -3.7778984157292644e-05 -0.00016723707442227806 -0.00031517642395889904 3.1998723092040557e-05 -0.00016445003511070475 -3.7441321038476534e-05 -0.00012205550646298426 -0.00038858658811933682 -0.00038086612389255642 0.00045713468217647199 -0.00025786306110463236 0.00034505226915334901 0.00013616915162802581 0.00011387655363290659 8.5322718478317904e-05 -1.5061677729272537e-05 -0.00013181528773287564 -3.0544731320230242e-05 -8.702305433567578e-05 -0.00028168340844233076 5.3502271537914783e-05 0.00019455558844727098 -0.00023893674773035141 0.00033162610996681046 -0.00012420133136684531
leaf_count=5567 2331 61095 327 17098 2491 24440 8363 4433 3795 51204 15693 40301 17652 1432 253 2475 1216 9781 2376 928 10344 31773 3060 5665 2224 4301 459 17246 242 13366
internal_value=0 -0.170005 -0.154757 -0.191836 -0.032628 -0.127947 -0.068867 -0.271107 -0.0343851 -0.155473 -0.114565 -0.144733 -0.328625 0.0486777 -0.181588 -0.065437 0.12946 0.0916239 -0.0526044 -0.242309 -0.118178 -0.11982 -0.24084 -0.253406 -0.132739 -0.0482052 -0.234431 -0.356852 -0.44269 -0.196075
internal_count=361931 332372 262552 123266 29559 139286 40289 55523 31926 98997 47793 67743 37471 17008 18052 26915 5011 14517 4736 2360 50645 47466 69820 66760 12551 6984 2683 35140 17894 17799
shrinkage=0.000836755


Tree=1452
num_leaves=31
num_cat=0
split_feature=785 67 21 1235 712 585 705 1467 900 1176 578 713 930 1331 755 50 686 1187 21 1237 983 986 1003 851 485 1167 272 679 813 694
split_gain=97.8287 65.1312 71.9463 58.2169 55.5 54.8948 46.6548 44.6734 40.2364 40.2359 39.3007 35.977 40.7613 39.9002 39.5133 38.4469 41.1575 35.3734 35.0972 34.2485 34.2238 34.0744 33.4606 34.2535 33.3947 31.5192 31.2117 31.1794 45.0895 30.8176
threshold=-0.86283290253235112 1.0000000180025095e-35 -3.2545899522946695 -0.94625487755706195 -0.63779424894106762 -0.8867634123843694 0.86867179873090239 4.0242090356330973 2.5269351937303468 -0.56141693056062925 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 -1.0674385962720063 1.8349057301109672 0.55630078546380823 1.6123350876002307 1.3184484253728141 -0.70163543588998201 1.4298092310842805 2.7616480389525657 -0.35933448213462654 -0.7850915137800657 -0.84871412517626565 1.1628653207609376 -0.37779302995283986 1.6568181847307961 -0.56041393223308222 2.1641256470006294 1.5659648034241096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 -1 21 11 9 22 20 -6 12 14 17 24 16 25 -14 -11 26 -4 -5 23 -8 -7 -13 -12 -3 -29 -26
right_child=1 27 3 5 10 6 8 -9 -10 18 19 15 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.00018215626044960871 0.00057785022191392742 3.5356413061885441e-05 -0.00020926600529151321 -5.1061070833307858e-05 0.0002816371982000794 0.00011425638296982531 0.00064012739705427498 0.00038912408616343329 0.00063912116559082489 -3.4299648954755324e-06 0.00010586201942483146 -0.00011762461751375637 0.00015639985144406 -8.8980601274480094e-05 -0.00015440382893775828 1.173485682780855e-05 -0.00029276968402567585 0.0011672355540374756 -0.0001371962418678637 -0.00018921367411450408 0.0002175009705281943 -0.00017922907460901576 -5.9459690238953505e-06 0.00011437958260805491 0.00072861373379035359 -2.1133862106575294e-06 -0.00016365754657655956 -4.433628901330428e-05 0.00020945308583867529 9.7050715290255684e-05
leaf_count=3225 575 34431 33284 16562 3439 6305 424 630 349 15237 19505 36602 683 11173 2071 13874 6427 127 24905 1734 969 22021 19278 5362 561 13144 1656 64424 2505 449
internal_value=0 -0.0536171 -0.0770343 -0.079424 0.0741346 -0.056372 -0.0336003 -0.140675 0.0459656 -0.14752 0.104157 -0.0587129 0.0170077 -0.066167 0.122722 -0.0854839 -0.115192 0.385627 -0.0973905 0.073288 -0.219553 -0.136843 0.0353049 0.179776 0.187984 -0.0961551 0.0961976 -0.00979786 -0.0382252 0.524491
internal_count=361931 332372 231012 230437 29559 155412 116829 75025 25413 74395 26334 91416 21369 11983 9386 70047 56173 810 40142 22895 34253 38583 25064 5786 7315 49746 21161 101360 66929 1010
shrinkage=0.000887971


Tree=1453
num_leaves=31
num_cat=0
split_feature=890 407 785 871 1235 21 852 1469 1361 1229 728 208 21 896 710 717 333 1379 280 1470 265 1465 1452 1469 339 1452 1469 1458 1454 1458
split_gain=86.8673 91.7001 73.3688 61.4676 54.2038 56.5616 54.6436 52.8671 49.9405 56.9811 49.5575 42.7158 38.2413 36.8948 51.9106 35.8272 36.1839 35.5417 35.4801 35.9158 35.1714 34.8744 47.1997 37.4556 34.8716 34.7348 54.7041 51.2882 65.088 57.5694
threshold=-1.0182342416987082 -1.2965003005540392 -0.86283290253235112 2.4008401756919917 -1.24934742919911 -0.32341995197817647 1.0747610123934368 -1.1256941366283033 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 2.0281345528622965 -0.70163543588998201 -0.43454379769620094 2.4790415170315945 0.47434941765559457 2.9869920577443172 -1.1552426497997956 -0.48871308900289523 -0.91306369923264963 2.3589077904367048 -0.40523020188868136 0.4926003403048807 0.18829243417506566 0.51440846954690223 -0.18157124906225561 0.45581065817096128 -0.58065270013075276 -0.63228822985738853 -0.41932532347212731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 18 10 4 -4 7 13 24 9 -1 -3 25 17 20 -15 -8 -17 -10 -2 -20 -7 22 -12 -24 -6 -9 27 28 -27 -29
right_child=1 2 3 -5 5 6 15 11 12 -11 21 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.00027863137709865314 -2.1064599364214869e-05 -0.00015052356359001502 -0.00011121334140338115 -0.00020558710747607445 0.00010572845918770983 -9.8330200530082356e-08 -4.2737222498564645e-05 6.8505821297608151e-05 0.00019610329544132414 -9.4722416683298738e-05 7.5823373058608916e-05 -0.00024740274993915936 -9.2533710886262728e-05 -7.9130945752708512e-05 0.00022874746581247454 0.00013577253724553057 -0.00046457563839928559 -2.4298250007908215e-05 -1.6085633400897334e-05 -0.00019095431461538132 -0.00028822321162132842 0.00015432988836224461 -0.00010897313391616393 -0.00074023522857736017 0.00037415942645426247 0.0005661780853980418 -0.00020098063086454628 -0.00045695360638825467 5.6328467318934235e-05 -2.7151995061413727e-06
leaf_count=16727 10206 2507 19607 7232 7261 47376 5899 23381 2717 20624 7225 2039 37510 56468 1494 9539 281 18899 5458 21174 1571 13515 1191 338 1405 936 4842 1024 2750 10735
internal_value=0 -0.0252698 -0.0108082 -0.0247758 -0.0187246 -0.00816713 -0.0335311 0.0495477 -0.109902 -0.194437 0.0972422 0.0179695 -0.0719954 -0.051573 -0.0891933 0.0793036 0.151828 0.00635652 -0.141242 -0.192345 -0.00919431 0.128148 0.0254696 -0.309221 0.191471 0.031314 -0.0360727 0.0235605 0.245446 -0.0466026
internal_count=361931 265454 228616 203840 196608 177001 122628 54373 96477 37351 24776 45707 59126 106909 57962 15719 9820 21616 36838 26632 48947 22269 8754 1529 8666 43668 20287 15445 3686 11759
shrinkage=0.000788493


Tree=1454
num_leaves=31
num_cat=0
split_feature=51 545 939 959 795 705 566 340 613 1469 485 854 797 495 1193 1463 243 1466 1461 1002 921 634 138 1470 1126 1176 904 134 602 1190
split_gain=37.8083 35.219 42.0399 36.6267 46.6324 45.6761 39.0111 39.2054 38.7376 51.2581 38.1914 36.068 74.2128 33.1896 32.8822 31.8105 31.4822 31.218 39.4901 30.9988 44.3165 31.2872 29.2968 28.8452 28.7605 29.2016 31.9563 28.6444 32.3063 27.9024
threshold=1.0111847875080273 -1.0372938969678034 1.4307804817950061 -1.2907225086880219 -0.29258408639884992 0.28191752204954684 1.7603402020327763 1.8162821653890682 1.0000000180025095e-35 -0.89751682792592191 1.5627415910280924 -0.87473648844905705 0.63961785378869596 0.7935279278525792 3.9657376926148591 3.3344277704427654 2.192032460598631 -0.26900033750946656 1.1536908680513307 0.69854289147193727 1.0000000180025095e-35 -0.61168740600946714 1.8037909328924133 -1.1890194440405242 1.0000000180025095e-35 0.27781824611405198 2.3161032827607664 1.35321484427453 1.6570428789878571 0.38307359286910764
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 15 5 16 7 13 11 14 -11 12 -6 -7 17 -3 -5 18 -10 20 -13 -21 -1 -4 -24 26 -26 28 -2 -23
right_child=27 3 23 4 8 6 -8 -9 9 10 -12 19 -14 -15 -16 -17 -18 -19 -20 21 -22 29 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0004687364203257958 -0.00033918295343968326 -0.00046571084074146265 0.0031590383075647157 -9.2491425424659536e-05 -0.00047184890574419414 0.00064567742819141699 0.001629984659148232 -0.0012259305407803791 0.0011062107888096964 -0.0001733358664945154 0.0013711444855774499 -0.0004543973691560189 0.001711883247298556 -3.685040929908648e-05 0.006308687956685953 0.0022028453591548358 0.0010554286850579385 0.000178869011922547 0.0041625015208236558 0.00028993363730105614 0.00018753479720329768 -0.0015322842688538186 -0.00012298542243951589 0.00038983534620473811 0.00010329340281284366 0.0046466067025389378 0.011145385367121754 -0.00091090076040070862 0.0010116095894851448 -0.00014290827822620753
leaf_count=61598 35971 30467 556 43749 4343 31131 3099 2153 3426 23437 2128 36244 2972 12167 114 549 2874 3839 524 2333 21076 6226 2502 5719 843 442 44 16680 2333 2392
internal_value=0 -0.00911753 -0.0591457 0.00270535 0.0120939 0.0472635 0.0929987 0.0764323 -0.0186275 0.0436251 -0.00689392 -0.0456394 0.0937521 0.0891724 0.189175 -0.0782959 -0.00236655 0.17159 0.300872 -0.0617454 -0.0409753 -0.165377 -0.0781543 0.135164 0.135071 0.433127 0.140662 -0.0789022 -0.0464046 -0.224012
internal_count=361931 306947 71704 235243 204227 95173 48550 45451 109054 33468 25565 75586 7315 43298 7903 31016 46623 7789 3950 68271 57320 10951 65429 6275 3831 1329 887 54984 38304 8618
shrinkage=0.00512803


Tree=1455
num_leaves=31
num_cat=0
split_feature=785 728 728 1100 784 677 602 784 921 878 21 620 595 1466 1429 519 268 727 322 1237 1449 1154 953 1452 355 979 1385 73 627 1423
split_gain=127.398 85.7634 64.1956 57.426 55.8632 55.8294 72.753 49.5999 47.2652 47.0302 40.9126 39.7687 35.8138 35.2604 34.9002 34.09 50.363 33.6821 32.0892 31.7355 30.8744 31.8096 49.3388 30.8543 29.7104 29.2171 29.2087 29.1084 33.1962 29.0615
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.16760437365778322 1.0000000180025095e-35 0.57156622312866312 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 -1.5722412400100421 1.4725277493311824 1.4298092310842805 0.74561756370782817 1.0000000180025095e-35 1.0000000180025095e-35 0.91361512331551464 -0.056068790935586275 -1.4277844451379638 3.3213820238416107 -0.18749452765772134 0.37242385195685057 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 14 15 27 25 11 19 18 -8 29 -7 24 -10 -3 -4 21 22 -12 -15 -17 -9 -5 28 -6 -2
right_child=1 12 10 26 8 7 13 9 17 -11 20 -13 -14 23 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017634256385926436 -7.8241151939120856e-05 -7.7210823418950701e-05 0.00014024911044788701 -0.00013286182905542944 0.00010512023477311948 7.0864915627144676e-06 -5.9464396275648768e-05 -0.00040532100362296314 -0.0001109004386163304 -0.00011624104464173225 -0.0001032935535461482 -0.00012859636438102733 -0.00020205730696992599 1.7107601865908712e-05 -0.00026509023752048819 0.00011927544622585844 -6.0363601910150233e-05 0.00022343284122797362 -0.00024432454475414872 -0.00024393835012108826 0.00037247474849310292 0.00023399115144183877 0.00020162167734291608 0.00030471606302512848 0.00040622817593505034 2.584607546034687e-05 0.00043546705817361408 -5.7723993880152389e-05 -7.3164650653754541e-05 -0.00030470582969337103
leaf_count=3396 17171 72576 6494 30639 12376 45092 32649 685 1187 21606 3326 3800 20323 5233 12699 2373 2587 5949 7036 838 2174 5917 3614 1461 2006 15977 454 13692 4788 3813
internal_value=0 -0.0589895 0.0862135 -0.0376805 -0.0262441 -0.0442862 -0.0943033 -0.0118486 0.0456933 -0.0689751 0.119522 0.0247742 -0.122023 -0.0376499 -0.189166 0.0297467 0.160369 0.195185 -0.101855 0.113893 0.191685 0.153198 0.0589745 0.0980583 0.288256 0.0138677 -0.142908 0.00905841 0.0647784 -0.129386
internal_count=361931 332372 29559 232437 201344 163352 73026 90326 37992 38268 26163 11132 99935 39343 33683 52058 6966 7136 79612 7332 15031 12857 6940 6694 4379 16662 31093 30856 17164 20984
shrinkage=0.00087056


Tree=1456
num_leaves=31
num_cat=0
split_feature=1430 1160 809 785 884 1092 1117 475 10 738 822 616 864 927 519 783 921 830 651 639 1287 402 1358 493 577 1175 1189 723 48 609
split_gain=38.8748 79.4321 37.8787 34.0756 30.3062 30.2491 29.1804 27.5235 29.2364 27.3635 28.78 28.4761 27.8265 29.412 36.2421 38.9163 33.131 28.5302 26.9841 26.823 26.612 33.847 27.9351 28.0327 26.6578 26.9094 34.5859 26.5131 25.8969 28.4124
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 0.66905551989196432 1.0127093791323547 1.0007360560485064 1.0000000180025095e-35 2.1596894146223344 1.0000000180025095e-35 1.128204096651634 0.57091520978742472 0.72275257928592751 1.0483613175537825 2.1420547332082829 0.2400496438953339 1.0525743831388839 1.7734248820925165 1.1107569744011787 2.3040010183882997 2.0134489336482666 1.0135056393013435 2.291823752708289 -0.59441248356354282 -0.45277966036165179 -0.34951209436664571 -0.27391625013417115 -1.0570063487222232 3.4405776206259158 2.9086430321303127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 20 19 9 8 -2 11 28 12 13 14 15 -5 27 -18 -15 -3 22 -22 24 -24 -1 -26 -27 -17 29 -11
right_child=3 5 -4 6 -6 -7 -8 -9 -10 10 -12 -13 -14 18 -16 16 17 -19 -20 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0012164674673757021 0.00073770192146026964 -6.1293803083881375e-05 -0.0001305833394913796 6.1572207644855357e-05 0.00076682822230651824 0.00034371150869747825 -0.00029734338715111579 -0.00018961589778151685 -0.0018573572823154178 1.3213736786366324e-05 -0.00066564151770251933 -0.0002640201020687036 -0.00018529053252214691 -1.2455264280465905e-06 0.0010560846153285152 0.0011139221338324012 0.00093478333291819172 0.0030329553931488953 -0.0011815414590850839 -0.0010073089322543177 0.00073195701415374804 -0.0021240342991236858 0.001716236074393884 -0.00051352928560148949 -0.0010932126506828434 0.00027288293313336036 -0.00071432841559828503 0.00020505136533857909 -0.0016827279129616823 -0.0027534747366755271
leaf_count=18788 10464 69234 22218 39139 1136 13768 28330 4111 337 31121 10153 18318 15986 10456 4142 2770 3746 551 1769 3291 1994 420 861 1777 12125 5743 12751 15247 911 274
internal_value=0 -0.046111 -0.111324 0.00225236 -0.153515 -0.00324532 -0.00641914 0.100397 0.158247 0.00565814 -0.0444765 0.0232226 0.0374072 0.0544819 0.0731371 0.0587076 0.128557 0.290478 -0.0416892 -0.0236218 -0.165633 0.0580919 -0.182353 0.0676786 -0.199233 -0.154318 -0.0967445 0.0868273 -0.0139447 -0.0036646
internal_count=361931 164106 77813 197825 55595 86293 182913 14912 10801 154583 42459 112124 93806 77820 65595 61453 22314 4297 12225 72525 54459 2414 52045 2638 49407 30619 18494 18017 32306 31395
shrinkage=0.00412428


Tree=1457
num_leaves=31
num_cat=0
split_feature=43 1454 1452 811 1463 1467 1458 1450 1450 1465 1458 1461 21 50 1461 1467 264 1456 1470 1460 1459 1457 1453 1452 21 1462 1456 1456 332 1458
split_gain=37.9374 34.9084 50.9086 40.1464 44.2934 64.8929 71.167 62.9091 51.0182 59.3211 45.8979 45.1534 93.1517 44.0322 44.4369 46.8815 42.3233 41.9623 45.6437 41.8309 40.624 52.9782 42.4571 38.7479 57.3411 39.8957 39.3778 38.6538 37.1643 36.6778
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 1.0000000180025095e-35 -0.052537044703927886 -0.46555852133708692 -0.68670830865558485 0.01812218979783697 -0.62651972889049767 0.69090217447751956 -0.50065702886839536 0.56849382259836123 1.5676574675808517 1.4829784501753427 1.2257192582534573 -0.55255913208102625 0.38646845251715672 0.82504800527607469 2.2722540408353908 1.2475873303049034 1.2659885913983882 1.5416109563948532 0.015182868257454333 -0.5621915647185004 -0.32341995197817647 0.46541324990069172 1.6651900077780224 2.0994270724704638 0.65944866827063242 -0.72983201679721443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 6 7 8 -6 -10 23 12 20 14 16 19 -1 18 -17 -16 21 22 -12 -7 -25 26 -26 -28 -18 -3
right_child=-2 29 -4 -5 5 10 -8 -9 9 -11 11 -13 -14 -15 15 17 28 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0004745999556463899 -0.00027598442552394914 0.00038981811505247335 -0.0012201697560138931 -0.00037332724210199959 0.0033481810852246832 0.00027284045113189166 0.00038701099500222051 0.0035141044060769274 -0.0019709613918436884 0.0019384490852660536 0.00070628488696384986 0.001498009529138178 -0.003029443654412209 0.00051676930661052217 0.0026219454716377892 -0.00077763295762816112 -0.00016876038571768596 0.0015751518704450762 0.0091025253317182121 -0.0030170985863066675 -0.0017708242334664606 0.003372394862000686 -0.00054545221483909788 -1.9952396862742113e-05 -0.0027933271486902688 0.0019707378551820798 0.0020319757399344558 -0.003980023285696974 0.00075593630176953224 8.2006133509860618e-06
leaf_count=41969 74777 24212 4165 36994 407 2454 13071 1094 663 524 6002 1850 786 6568 1056 2470 16312 945 32 136 727 407 3664 2398 2195 166 285 123 3716 111763
internal_value=0 -0.00613919 -0.030781 -0.0241876 -0.00300715 0.0601151 0.16793 0.479543 0.208134 -0.026545 -0.0223922 0.0552808 0.00178601 -0.036075 -0.0553699 0.155296 -0.072301 0.0163445 -0.151276 0.519342 0.0559649 0.0944833 0.0583194 -0.165383 -0.279776 -0.493661 -0.567794 0.0597197 0.00912322 0.018938
internal_count=361931 287154 151179 147014 110020 36816 15759 2688 1594 1187 21057 13436 11586 73204 66636 4639 61997 3447 2502 1192 10800 10073 9666 7621 5167 2769 2603 408 20028 135975
shrinkage=0.00404341


Tree=1458
num_leaves=31
num_cat=0
split_feature=253 1442 561 1430 760 1051 1258 1028 478 1367 113 705 1043 1450 83 1110 1458 21 760 65 1424 1092 1451 1458 1461 421 1400 844 706 361
split_gain=36.695 35.2303 33.0984 31.471 35.867 29.5108 32.7095 29.1848 38.9214 29.0905 28.9018 35.723 28.8176 27.7588 27.1505 29.9656 27.0995 32.1888 32.1583 34.1295 33.7256 31.2464 31.1778 34.7612 27.6461 26.9223 26.5272 26.4414 26.2148 38.6354
threshold=1.0000000180025095e-35 -0.962738934255707 0.63183198322744849 0.54622893720785959 0.091576381321147607 3.3097721730075098 -1.0776721453664158 -0.96688480048775205 2.664053297859589 0.61047007421192445 1.0000000180025095e-35 0.67165941385979033 2.91119847721072 -0.43796921585269916 2.5469259225775729 0.90045943313328747 2.6054386111478895 -3.9164670491403295 -0.10395360026017735 0.48381857508364595 0.78977704753698397 1.0127093791323547 0.10174874292923865 2.705011497421657 2.0281427056297527 -0.96400527122093582 0.17736563190352031 2.6439594886969338 2.0258146145105322 -0.98077615203060264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 13 3 5 12 7 -7 14 10 -4 11 27 -5 -2 -3 -16 17 -1 19 20 -19 26 24 -24 -18 -6 -21 -9 -12 -30
right_child=1 2 9 4 25 6 -8 8 -10 -11 28 -13 -14 -15 15 -17 22 18 -20 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0025890174460976891 -0.00080046637842915553 -0.00072797551346391869 -0.00063423517717304818 0.00053439526271206695 -0.0019307558905653417 0.0054475380909321551 -0.00014671436617064366 -0.00048596097237895699 -0.0014868390471305178 0.00023454972368011293 0.0001859914635349852 0.00027169675292096503 0.0033742958837855242 -0.00025352150337110721 0.00023658968057375639 0.0073371930374946598 8.7496378439721513e-05 5.2001876959949678e-05 -0.00015443594663290473 -0.00014786449340545551 0.00042887942599404327 0.00057203309432480784 0.0048068467964560877 0.00087657735689364216 -0.003269159212996078 -3.5864113446141337e-05 -0.00079729404891863134 -0.0034745031645116034 -0.0028075138311769916 0.0035139355640615476
leaf_count=331 15698 10306 16408 9810 715 116 179 11672 2010 4089 19749 6077 220 27950 161 52 2131 86189 89612 19017 19981 3153 130 2956 186 4187 8119 254 111 362
internal_value=0 -0.0496951 -0.0246275 -0.000959546 0.0857453 -0.0300386 0.650622 -0.034677 -0.0103729 -0.112996 0.00300718 -0.0641032 0.155974 -0.113436 -0.16402 0.629685 -0.000130684 -0.00422967 -0.00529622 0.0154777 0.0325297 -0.0559131 0.142629 0.273174 -0.0421408 -0.0771705 -0.0843748 -0.140976 0.060092 0.585677
internal_count=361931 130126 86478 65981 14932 51049 295 50754 40235 20497 38225 18003 10030 43648 10519 213 231805 226402 226071 136459 106170 30289 5403 3086 2317 4902 27136 11926 20222 473
shrinkage=0.0038864


Tree=1459
num_leaves=31
num_cat=0
split_feature=785 470 395 203 712 471 1065 1436 192 578 1323 56 1243 1235 1363 263 1237 927 272 651 1322 728 735 1437 712 1430 714 854 545 520
split_gain=93.2518 68.2741 79.6557 56.7565 50.8161 47.9031 46.164 42.4156 38.8882 37.3758 35.1071 34.8576 34.1632 34.6497 33.5726 38.0151 33.4338 33.1217 33.2925 32.8826 32.6314 32.5931 33.7886 30.3993 29.5827 31.8958 29.3715 37.1263 32.9234 29.1368
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 -0.63779424894106762 0.35930717134390644 1.0518754624258557 0.60428344764309971 1.0000000180025095e-35 -0.87905496296652397 -0.86734656319435766 1.0000000180025095e-35 0.14000445396469943 -1.24934742919911 1.0000000180025095e-35 0.66115833724634121 1.4298092310842805 1.0483613175537825 1.6568181847307961 1.1107569744011787 1.1026701529524578 1.0000000180025095e-35 3.1554326354961759 2.8257610812025367 -0.63779424894106762 4.2254883379486126 1.0000000180025095e-35 -0.87473648844905705 1.1137036782212404 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 12 8 11 10 -6 -7 24 13 20 15 -10 17 18 26 -8 -3 22 29 -17 -2 -26 27 -11 -29 -4
right_child=1 5 21 -5 9 6 19 -9 14 16 -12 -13 -14 -15 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00016476661219839755 -3.4620702534659811e-05 -6.7207901833328158e-05 -8.1632380174570028e-05 -0.00026784402423811671 0.00025755668075146012 -0.00015926167710327469 -4.5899113067902828e-05 1.7824638974062335e-05 8.8156756216469748e-05 0.00035508399187373572 3.0454424346741875e-05 -3.6950930596168237e-05 -8.7729213933172094e-05 -2.5144275822175103e-06 -5.6409179653874569e-05 0.00034426649529495292 -0.00017853164157813982 0.00026751373279337002 -0.00020476959991514224 -0.00033618833174637019 -0.00033059404026085848 -0.00010421707988530702 0.00032886640539910066 -0.00037364951446167561 -0.00021477831897724208 0.00085867763433797491 0.00012929912159542127 -2.7673830730626105e-05 -0.0005139948488159646 5.5596229712595738e-06
leaf_count=3225 5011 19462 21281 20163 3439 3904 4925 8422 6130 640 26029 10189 42806 64163 2364 3084 1734 2638 1501 1391 2056 26248 770 169 29267 76 11096 4826 460 34462
internal_value=0 -0.0538199 -0.0932556 -0.165188 0.0710285 -0.0265063 0.0269447 -0.127263 0.0521303 0.0997374 0.0116999 -0.164051 -0.0504383 -0.0261627 0.148398 0.20104 0.0696319 0.0922969 0.0621171 -0.131322 -0.109817 -0.0505613 -0.0234963 0.368278 -0.210793 -0.249808 0.0875835 -0.0239452 -0.0800674 -0.0303034
internal_count=361931 332372 155889 73128 29559 176483 47996 52965 41680 26334 29933 44543 128487 85681 11747 9383 22895 21161 18523 6316 21518 82761 56513 3253 34354 29343 17022 5926 5286 55743
shrinkage=0.000836755


Tree=1460
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 516 143 578 561 791 513 1234 1237 1242 354 947 1168 1148 726 896 660 597 43 647 590 927 272 854 714 545 846
split_gain=93.3474 75.1189 55.2303 49.1562 48.7366 43.4265 38.2226 36.5807 35.1062 43.6963 38.0829 34.8159 34.1966 33.9133 36.6991 36.8277 35.8839 37.296 45.142 44.1873 33.3049 31.9311 32.9889 81.688 31.758 35.4177 30.7597 38.7202 33.3162 30.6007
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 1.0000000180025095e-35 -0.72319605263816955 -0.87905496296652397 0.40910772639584253 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 1.4298092310842805 3.5578112322456241 1.3851549945161543 1.641280574724302 2.2727542560442529 0.85514867284464147 1.0000000180025095e-35 0.73822046824604237 0.26872683687560334 3.1596628491584919 2.2744972866152193 -0.87782724458594241 0.58895901036483078 1.0483613175537825 1.6568181847307961 -0.87473648844905705 1.0000000180025095e-35 1.1137036782212404 -0.53268848306471728
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 7 -6 -5 12 13 -10 -11 24 -2 14 15 16 17 19 20 -7 -19 22 23 -3 25 26 -8 28 -28 -24
right_child=1 21 -4 6 5 8 11 -9 9 10 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00016303652485932923 -3.2418773545603339e-05 -9.2163789447814566e-05 -0.00010362990327281509 0.00026534903353785648 -6.3232438464230046e-05 6.8576574797967652e-07 0.00030357707435994596 -0.0001240791853038582 3.7512197833702412e-05 0.00031879951582848229 3.6538326975369945e-05 -0.00018624747272629643 0.00077200185367181154 0.00013234408106583135 -0.00015056056689416653 -0.00022170997321567759 0.00010363443191327696 -2.2310957336306479e-05 -0.00020768426482950392 0.00027246056830798496 0.00041187944302276163 -0.00031956860498111978 -4.4265489981469478e-05 0.00041386491139546757 0.00026983734118980079 -0.00021539363389815166 -2.4172415802859315e-05 0.00012021076125580166 -0.0005230314369373269 -0.00012766669964095446
leaf_count=3225 57429 4660 35150 3439 25353 5571 1690 23360 20431 3493 2427 1734 183 6135 5119 2963 10380 26337 4730 2864 512 4157 28421 1349 2638 1501 4826 10046 460 61348
internal_value=0 -0.0523575 -0.0323857 0.0724806 -0.0193236 0.00748286 0.100688 -0.0632231 0.0281874 0.0933209 0.243437 0.070251 -0.034865 0.00190548 -0.0132485 0.00366827 0.0152723 -0.0140234 -0.0476503 0.108622 -0.0151468 -0.111585 -0.103999 0.0591489 0.0933789 0.0638714 0.0901242 0.0607194 -0.0755426 -0.11699
internal_count=361931 332372 232437 29559 197287 116315 26334 80972 90962 26351 5920 22895 57612 64611 58476 53357 50394 40014 31579 8435 26849 99935 95778 6009 21161 18523 17022 15332 5286 89769
shrinkage=0.00085349


Tree=1461
num_leaves=31
num_cat=0
split_feature=1371 821 269 795 746 395 717 706 1455 484 1458 499 1359 56 740 200 277 1450 21 395 874 702 1454 781 1119 517 1453 802 564 1431
split_gain=75.1917 66.5523 59.0909 67.4095 53.3764 63.872 46.6897 42.9562 42.1187 38.245 38.7526 36.7188 36.1427 35.4356 34.9961 40.2041 34.694 34.6016 35.6963 35.3672 34.6872 33.8559 32.086 31.4146 30.1542 29.5914 29.4181 28.7064 28.1814 27.7742
threshold=1.0000000180025095e-35 -1.0305144854359449 -1.2832447556410924 -0.29258408639884992 1.0000000180025095e-35 1.0000000180025095e-35 0.47434941765559457 1.0283154492864859 0.35881941651261778 -0.38529859338704892 2.6054386111478895 0.30457043916936405 1.8113258030550952 1.0000000180025095e-35 1.0000000180025095e-35 -0.97734522064874174 2.4440299957706233 4.3567393113625563 -2.7818205974049124 1.0000000180025095e-35 1.0000000180025095e-35 0.83871633330822193 3.8331818028246452 1.0000000180025095e-35 -0.24870089854669616 1.0000000180025095e-35 0.21713746504890322 1.0000000180025095e-35 0.38663375106507386 -0.69841165295377261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 11 4 5 13 7 -6 17 12 16 -3 -5 -4 15 -2 21 18 -1 20 27 -11 -21 24 -8 -9 -10 -20 -15 -16
right_child=14 2 3 9 6 -7 23 25 26 10 -12 -13 -14 28 29 -17 -18 -19 19 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066782456804377816 -0.00034826910808356153 -5.1890117414585466e-05 -0.00014905931000246093 2.0759908727494294e-05 -5.0320739719345001e-05 5.876993552420531e-05 6.6601475438343393e-05 0.00023842473855126319 -5.8904629258121145e-05 -3.2551779311444316e-05 0.0002542587994395104 -0.00021216992096504048 -0.00019845551712345909 -8.7583671564019257e-05 3.469396427091732e-05 -0.0001265964636732638 -0.00037703414354285533 0.00038923961989246314 -6.1204915107386859e-05 -8.41233145123103e-05 -0.00029133768902475627 -0.00013204020804780009 0.00048164841133776506 3.6348562772132496e-05 0.00021683532791401435 3.0504560443462671e-06 9.8914677660915483e-05 -0.00031762459146893071 0.00012795837063630413 -0.00010779213754790761
leaf_count=168 7191 24516 15787 44712 12394 21382 6418 3554 12794 42066 1084 7982 2864 4955 7213 16104 1491 416 9940 33160 12363 17070 280 7942 12682 3286 7148 3583 3577 17809
internal_value=0 -0.0272559 -0.0102595 0.00239341 0.0452337 -0.0110951 0.0930041 0.0140304 -0.0904421 -0.034091 -0.0711035 -0.105892 0.010272 -0.0988563 -0.130236 -0.207146 -0.079374 -0.125672 -0.131953 -0.13612 -0.21909 -0.0716653 -0.090415 0.148084 0.195176 0.147477 0.000570183 -0.133444 0.0088866 -0.0734026
internal_count=361931 313614 233762 201264 91977 45701 46276 19234 79852 109287 61711 32498 47576 24319 48317 23295 60627 59910 59494 59326 25886 59136 33440 27042 19100 6840 19942 13523 8532 25022
shrinkage=0.00085349


Tree=1462
num_leaves=31
num_cat=0
split_feature=785 728 1080 576 712 290 578 519 693 583 1049 710 713 938 868 588 791 803 507 651 21 689 651 269 647 590 577 651 84 471
split_gain=120.478 93.2519 55.7891 56.4011 54.8291 47.0833 43.5398 40.3766 61.4358 52.2133 58.5343 41.8711 39.3098 67.8666 55.0873 54.3906 50.5696 48.0182 44.5773 44.3502 42.6381 38.9837 37.8297 37.2799 37.026 94.039 36.3578 35.4171 35.3405 34.5198
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 -0.64782611375555454 -0.63779424894106762 2.1089670232183031 -0.87905496296652397 2.1420547332082829 -0.98300741503454236 -0.55326332990463356 0.78969563927796471 1.1870562211658833 1.0000000180025095e-35 1.0000000180025095e-35 0.53022336195039899 0.71188872395471614 1.0000000180025095e-35 1.9682860324222273 1.0941628986121894 1.1107569744011787 -0.70163543588998201 -1.1110989058077336 1.1107569744011787 0.54710797854737014 -0.87782724458594241 0.58895901036483078 0.49174072502200222 1.1107569744011787 -1.3420117026326264 2.9395468797111257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 21 -6 12 -9 -10 11 -11 15 14 16 18 17 26 20 -20 -5 -2 -12 -22 25 -3 28 -15 -14 -4
right_child=1 24 29 7 6 -7 -8 8 9 10 22 -13 13 27 -16 -17 -18 -19 19 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016717327516505118 2.6550780935728968e-05 -0.00010985759235107809 0.00013108327056944512 0.00015032497743927852 0.00029492225515243746 0.00014778929431145818 7.2508918440644831e-05 -0.00026851249944762317 -3.7988229525014862e-05 0.00037731376335967386 0.00015554878351187323 -0.00024959997448503258 -0.00029089976229129905 -0.00014292894565766753 -0.00020406142463642274 -9.6705527214609998e-05 7.7984481538378905e-05 0.00017778429134806514 0.00030475161817773624 -0.00030878365145003663 -0.0001063953952190472 -0.00011992222064651965 -0.00034200405977833352 7.446348392964589e-05 -0.00011717057204598346 0.00043921124461837233 -0.00013912958156576401 5.1035690926331402e-05 -4.7302620577872843e-06 -0.00080244187066811094
leaf_count=3225 8611 4821 7801 8057 3439 2809 22895 1509 3669 4174 1226 368 1875 31126 5708 9644 19991 3122 3568 437 8996 54573 716 7256 93730 1384 11837 3680 31549 135
internal_value=0 -0.0553416 -0.0330731 -0.0401118 0.086146 -0.0992069 0.1158 -0.0191945 0.0936339 0.146344 0.25358 0.378257 -0.0298136 -0.0511711 -0.0161843 0.0299433 -0.000505944 -0.0378746 0.0774992 0.276207 0.0405093 -0.113882 -0.0330107 -0.0225863 -0.121132 0.0497605 -0.0565554 -0.136658 -0.020835 0.133598
internal_count=361931 332372 232437 224501 29559 65993 26334 158508 11662 10153 6484 4542 146846 108888 74082 37958 68374 48383 28314 4005 24309 63184 1942 16252 99935 6205 45261 34806 33424 7936
shrinkage=0.00087056


Tree=1463
num_leaves=31
num_cat=0
split_feature=405 395 131 172 1356 1092 717 1022 1292 1147 1467 1293 1436 21 678 1365 1469 21 423 1187 434 487 330 702 785 728 1061 1004 1181 424
split_gain=37.4155 38.8794 36.5445 39.2299 37.0326 48.4112 55.4362 37.0792 50.5702 35.4324 33.9708 33.83 31.5237 31.3069 29.271 31.2867 31.4754 30.112 28.8871 28.8048 33.8002 30.4648 28.5875 28.4178 28.1098 35.9078 29.6324 65.1136 28.0968 27.8522
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2826351221583661 -0.55228524329654682 1.1703909184639636 1.6584701688122452 0.47434941765559457 1.0000000180025095e-35 1.0000000180025095e-35 2.3776019160615971 1.3706863998361938 1.0000000180025095e-35 1.0000000180025095e-35 1.189441983669046 5.4562307876106422 -0.42638832581415231 -1.1138918620402491 -3.2545899522946695 -0.36873472827172005 3.0754263171484135 -0.30236161463797057 0.37092435041290567 2.9971042169268607 0.63567130699139007 -0.86283290253235112 -0.49008176997875957 -0.87357009987099121 0.59444477453878863 -1.2831469864174478 3.2781808093091773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 -1 7 6 18 8 9 10 12 -12 14 19 15 17 23 -4 -6 -2 21 -21 -13 -17 25 -9 27 -26 -14 -5
right_child=1 -3 4 29 5 -7 -8 24 -10 -11 11 22 28 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00084609625123386136 -0.0012662670751517969 -0.00013397340175773476 0.007067816823570063 -0.00015104115716352406 0.00055010044381719587 -0.0018306059476461453 0.00098247259503234791 -0.0014182610237518979 3.9917238415145893e-06 -0.0030997843591520128 0.001703563204525456 -0.0017293957029488592 -0.0030188368085703587 0.00056548100356914623 0.003395459781271187 0.0015400975992578328 -0.00088685506112732833 -0.0017897706730901324 -0.00065096922239016211 0.0058646487224742758 -0.0059352020106031526 0.02591166026173063 0.012142189819073508 -0.0013045721335629712 9.4270451267149561e-05 0.00091900025301888308 -2.3546741773665123e-05 0.0025880243668727414 0.00013111476139829572 0.0036786785047573977
leaf_count=22228 20075 23179 42 44559 5405 1273 15306 1028 54012 1753 2126 1243 805 1942 198 1747 21621 10161 7039 57 52 20 21 928 5581 10001 97985 1786 9390 368
internal_value=0 -0.0863953 -0.0092183 -0.0608896 0.00229249 0.0731898 0.0921909 -0.0081027 -0.0421193 -0.105917 -0.095124 0.140713 -0.114973 -0.174971 -0.157856 -0.165882 -0.117177 -0.300736 -0.0189641 -0.214236 0.990775 1.83292 -0.23419 0.110741 0.0167709 0.121089 0.00612584 0.131562 -0.0051494 -0.0213124
internal_count=361931 45325 316606 67155 249451 29023 27750 220428 104047 50035 48282 3390 44892 22146 34697 34499 24296 10203 12444 20204 129 77 1264 2675 116381 11029 105352 7367 10195 44927
shrinkage=0.00566176


Tree=1464
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 712 727 539 923 279 578 784 694 595 1237 1362 1051 322 1175 272 941 353 902 1189 747 647 590 969 141 1047 981
split_gain=96.1053 84.0688 55.0445 48.6766 47.8628 47.5188 59.0554 51.8137 43.5178 39.2016 38.8004 35.2363 34.9171 33.3488 30.916 30.6281 29.8364 29.6964 29.3426 28.9548 29.0018 42.7677 28.7972 31.1814 35.2482 45.6956 29.3518 28.7926 28.2517 35.2358
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 -0.63779424894106762 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 -0.99038483963279578 -0.87905496296652397 0.9594655836162902 1.2342127532274445 1.0000000180025095e-35 1.4298092310842805 1.8627633281097242 3.5926503781727646 1.4725277493311824 -0.31923240808069592 1.6568181847307961 3.0707296396180284 0.63280207191488913 2.0947916829856985 -1.0096337021262032 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.25826253550662231 1.5322441354182872 2.4761585366192258 -0.18561219192370448
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 11 7 -7 -5 -6 -10 -2 16 14 18 19 22 -12 -11 20 21 -9 -3 -24 25 -25 -26 -15 -14 -30
right_child=1 12 -4 8 9 6 -8 15 10 13 17 -13 28 27 -16 -17 -18 -19 -20 -21 -22 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=-0.00015477517458953988 0.00010096699104798923 3.4154670335490036e-05 -9.9571387677264883e-05 -8.764273714710502e-05 0.00026445072041219735 -0.00037243367045289072 1.5846256600292454e-05 -0.00016019621922978641 3.3286523668149687e-06 0.00011161345730242868 -4.8599530254795522e-06 -4.4586613389007884e-05 -0.00020455588541403347 -0.00024245420456813269 -0.00025844521893882513 0.00072891998120921953 -0.00022365126246557331 0.00013823913487149005 -0.00014228284517451135 0.00037018224818388034 -1.5704044176871177e-05 0.00013860582726304364 -0.00012143292075099389 -4.3029581175436177e-05 -0.00014597440263987781 0.00052502696576666634 -4.8143116913112435e-07 0.00060450743989946809 -0.00042213718867331764 0.00063300155810546853
leaf_count=3225 9356 10011 35150 16097 3439 2982 13234 29500 82097 18819 6812 13873 19723 1613 810 142 7036 12457 1532 370 8401 1966 38406 1123 8833 702 13501 121 262 338
internal_value=0 -0.0512122 -0.0300623 -0.0170226 0.0754815 -0.0608671 -0.0969641 -0.143367 0.00979692 0.10328 0.0245896 0.022922 -0.113806 0.0724338 0.095069 -0.121467 -0.0938598 0.107347 0.110916 -0.125687 -0.132689 -0.168091 -0.0811722 -0.0998545 -0.0369931 0.245493 -0.0641936 -0.209983 -0.222956 0.307154
internal_count=361931 332372 232437 197287 29559 79824 56595 43361 117463 26334 101366 23229 99935 22895 21161 40379 79612 19269 20351 40237 39867 31466 72576 62565 24159 1825 22334 1734 20323 600
shrinkage=0.000836755


Tree=1465
num_leaves=31
num_cat=0
split_feature=871 785 423 943 671 772 636 557 120 559 21 207 1265 131 1455 1464 1462 883 21 962 705 432 1392 1199 675 285 281 692 146 784
split_gain=36.9233 34.0872 31.3089 34.1482 33.4654 43.2311 32.1231 35.8688 35.1414 31.3189 31.1588 34.2767 34.3037 32.2316 31.6691 29.199 28.3925 27.9392 27.4788 27.8653 27.0806 26.7243 28.1867 28.4516 26.6665 26.0658 25.87 25.8255 25.8184 25.0601
threshold=1.0000000180025095e-35 -0.86283290253235112 0.2014999529365322 1.4693784537238983 2.6425086185778714 -0.76260049669206997 -1.4862628040332133 2.6809841244959602 3.5559217545737982 1.453316015830121 -0.70163543588998201 -1.1700945571864765 -0.33520394366305029 -1.2826351221583661 0.18591537335404937 0.64223275086548759 0.33429654125592945 1.0000000180025095e-35 3.0805194032280743 0.78457125397875782 -0.0050352993931598944 0.56563410195930608 0.15627472391763811 1.8260941469436185 2.1576879949891059 -0.27465481942507602 2.6568547229130464 -0.49150881669783592 2.2368666814773395 0.9594655836162902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 4 9 6 -6 7 8 26 -4 11 -8 -13 16 -14 18 17 -12 19 20 -1 22 24 -24 -2 -25 -3 -17 -23 -15
right_child=21 2 3 -5 5 -7 10 -9 -10 -11 13 12 14 29 -16 27 -18 -19 -20 -21 -22 28 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00023989492992723005 -0.00052654892357997373 -0.00099836910176957501 -0.00012989054981041344 -0.0011109335276121761 0.0018844429186342191 -0.0014173038290770223 -0.00063925820619841584 0.0026999077459003078 0.014488652608008275 -0.0010695301290782259 -0.00015526216918612234 0.00094145248931517297 -0.00022751573116867012 -2.2101665750511886e-05 0.00092655662774390594 -0.00021906565270125741 0.00035496209741305804 -0.0012948204237171485 -0.0049160854761655095 -0.00070632956664905548 0.00076456495024646281 -0.0010604852525593345 4.2940895962683655e-05 0.0044175346012697648 0.0017122037153047092 0.00019449944449642163 0.0022131576611435144 0.0017530273295309476 0.0026095525110746199 0.00044043752906495706
leaf_count=5105 38800 10285 73509 9590 567 3775 4602 456 28 7522 6685 15226 12320 83182 5060 1260 4447 8405 163 3654 11169 14347 16617 484 733 543 421 3423 307 19246
internal_value=0 -0.00641133 -0.0142681 -0.0502389 0.00251819 -0.177895 0.007765 -0.119576 -0.150679 -0.0367903 0.0151079 0.073195 0.0981972 -0.0014066 0.0260563 0.0694042 -0.0913409 -0.144017 0.0342485 0.040943 0.07849 -0.06923 -0.0466141 0.0312834 -0.0858883 0.425133 -0.157686 0.223973 -0.174871 0.012764
internal_count=361931 290100 265326 90621 174705 4342 170363 11190 10734 81031 159173 37208 32606 121965 17380 24774 19537 15090 20091 19928 16274 71831 57177 17644 39533 1027 10706 4683 14654 102428
shrinkage=0.0054419


Tree=1466
num_leaves=31
num_cat=0
split_feature=50 194 13 970 745 729 747 852 1467 0 986 1175 785 690 287 220 608 340 361 1459 1463 1452 607 21 630 21 1463 1092 1467 1158
split_gain=37.598 62.0546 29.9828 30.6512 29.5686 29.0589 27.835 27.0624 32.3929 30.4165 32.3103 30.1789 27.6205 27.5013 27.0578 30.7986 26.071 26.4659 27.4518 25.6674 28.1716 37.1268 33.6549 26.1604 25.582 25.4815 25.4439 25.3608 25.1542 25.2233
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.145627868484399 -0.69673590861259671 2.2026436269677641 0.75637635299260908 0.34871943973277292 1.0747610123934368 2.6212945108504591 0.78453672582625578 -0.889276199999947 -0.31923240808069592 -0.86283290253235112 -0.0070629785791317679 -1.3763797165399292 -1.6354853160537617 0.66665475971017707 1.8162821653890682 0.17390737438138595 0.6997810996132513 0.71651231327455223 0.68011561037582036 2.2063661036300588 -0.13431221002227373 1.9843135211356719 -3.2545899522946695 0.040494202082528748 2.9499917481720264 3.0124991923077498 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 16 7 25 8 9 10 -2 -9 13 -12 24 -16 17 18 -5 28 22 -22 26 -23 -13 -3 27 -21 29 -8
right_child=5 6 3 4 -6 -7 19 11 -10 -11 12 14 -14 -15 15 -17 -18 -19 -20 20 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013668339151389236 0.00043253898616170443 0.0041429041141526242 3.385534799874576e-05 -0.00022717391596317266 -0.0022178891985844152 -0.00019264367067923534 -0.00043101815027153575 -8.2517357297707896e-05 0.0010321312736837644 0.00037634000605985722 -0.00026846868099995766 -0.0019431527549423129 -0.00020036749627126037 0.0011792433125031811 -0.0027700675716526061 0.00095948871386270461 0.0010092059899761438 -0.0020354609501344358 -0.00089524533990874885 0.00084715359573977772 -0.0024605897329208677 0.0040288272209848888 0.0061950349209482173 -0.00076700545184117739 0.0047770415044898328 -0.00020101523597259211 0.0024783041184780275 -0.0027497870971404182 0.0032674080548193 0.00026663702110972526
leaf_count=9913 12069 139 15546 22959 2142 62033 8510 7064 3145 19585 2609 651 76133 3445 260 10329 1287 3388 18978 2776 556 206 111 242 59 61286 890 199 228 15193
internal_value=0 -0.0440299 -0.108026 -0.0905805 -0.12572 0.00366344 -0.00938634 0.0202002 0.00770529 0.00141961 -0.0149584 0.094235 -0.0304193 0.113088 0.158415 0.182477 -0.112219 -0.125076 -0.11036 0.0421482 0.174277 -0.138813 0.249019 0.293234 -0.261252 -0.03913 0.215496 0.1246 0.0129159 0.00594614
internal_count=361931 164549 74213 64300 48754 197382 90336 135349 116986 113841 94256 18363 82187 6054 11299 10589 46612 45325 41937 28911 4980 1004 3976 448 710 61425 3865 2975 23931 23703
shrinkage=0.00483225


Tree=1467
num_leaves=31
num_cat=0
split_feature=1235 407 785 1467 319 497 974 1470 1176 284 713 723 921 930 783 816 693 332 1323 464 795 660 1116 854 913 1388 1255 1314 785 901
split_gain=74.8264 74.6078 64.3091 56.4085 55.2934 49.6925 64.2174 48.2665 54.3335 46.5354 45.8936 45.0663 79.7415 68.0764 67.5649 57.7134 55.6112 50.4277 42.3458 40.9481 46.3943 40.8214 36.9875 36.5556 35.7583 35.2314 35.0664 34.5902 33.984 33.3331
threshold=-0.94625487755706195 -1.2965003005540392 -0.86283290253235112 4.0242090356330973 2.3683501136148597 1.5729800777409018 0.33732592140660006 -1.1535394197080833 -0.56141693056062925 2.3447682495800666 1.0000000180025095e-35 -1.0570063487222232 1.0525743831388839 1.0000000180025095e-35 1.1155635910225459 1.0000000180025095e-35 -1.3595894605335417 0.65944866827063242 2.8425200577949936 1.0000000180025095e-35 0.73593705410083743 0.26872683687560334 2.9156931588094528 -0.87473648844905705 0.71961280168849351 3.082668396781771 -0.043111472962934855 -1.6074403728556548 0.58460966528228819 0.6475116354452195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 10 7 5 11 -7 -1 -9 25 -3 13 15 16 -14 27 29 19 -15 20 23 -18 26 -17 -20 -2 -10 -13 -23 -4
right_child=1 2 4 -5 -6 6 -8 8 22 -11 -12 12 14 18 -16 17 21 -19 24 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.705495869840937e-05 -0.00011601724551873517 -0.0001730502571850007 6.2299156607872281e-05 0.00032009276399223868 -0.00019210441307614064 0.00014699543645186201 -6.9076381700404195e-05 -0.0001565646168215746 -0.00011843038840134982 0.0003011872757395516 0.00010094617730777604 0.00021596222351459284 1.12857920581646e-05 -4.7298856929248183e-05 0.00023930292767588608 5.3180247670131239e-05 0.00012120087530792237 5.0111017466570631e-05 2.179358472590456e-05 -7.983729404214245e-06 0.00010449792419276293 0.0004383286710673423 0.00052504196631344936 -0.00013307965624893251 0.0010258983683779021 0.00087772043023489883 -1.9610765634244437e-05 -0.00011626777277736095 -3.1957529008089808e-05 -0.00032260599767723196
leaf_count=9999 34709 1925 1890 989 7322 10339 5193 40671 24693 815 20780 1086 15176 14430 4484 3688 5826 16494 198 33838 3430 2315 295 32448 151 103 27741 39232 552 1119
internal_value=0 -0.020243 -0.00697999 -0.0965236 -0.0198146 -0.0139284 0.0944371 -0.103131 -0.122302 -0.126602 0.0995704 -0.0251418 -0.04043 0.0543999 0.0840609 -0.0610361 0.17349 -0.0321936 -0.041277 -0.0595329 -0.114838 0.253153 -0.0743917 -0.141363 0.641895 -0.142205 -0.0798624 -0.136063 0.45423 -0.0887832
internal_count=361931 257543 221916 104388 199211 191889 15532 103399 93400 35627 22705 176357 149876 26481 19660 130216 11702 89898 14779 73404 39566 8693 52729 36136 349 34812 52434 40318 2867 3009
shrinkage=0.000788493


Tree=1468
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 852 727 539 923 65 784 578 694 1237 1470 1059 1107 647 590 846 146 20 1051 1362 519 272 941 353 902 141 763
split_gain=93.0524 74.7567 51.7329 51.1956 45.2702 45.8305 57.8731 50.7187 41.2323 43.9591 37.3885 34.7239 33.054 33.0104 30.7665 30.7633 30.5691 82.7489 33.2176 31.8033 32.7003 30.2187 30.2113 29.0426 29.0238 28.4267 28.686 41.3802 28.0443 27.524
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 1.3605314985471562 0.9594655836162902 -0.87905496296652397 1.2342127532274445 1.4298092310842805 -1.3664195657027294 1.0000000180025095e-35 -0.70798317714492942 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 2.888475460910541 -0.37168563270387045 3.5926503781727646 1.8627633281097242 2.1420547332082829 1.6568181847307961 3.0707296396180284 0.63280207191488913 2.0947916829856985 1.5322441354182872 0.35720372001585082
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 11 7 -7 9 14 -5 -2 22 -11 15 -6 17 -3 -18 -20 -21 25 24 -8 -12 26 27 -9 -14 -22
right_child=1 16 -4 10 8 6 23 21 -10 13 12 -13 28 -15 -16 -17 18 -19 19 20 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016737150630134884 0.00010064013276724671 -0.00010360456665954635 -0.00010086543961339007 0.00026468856772709039 -0.00016890189766180329 -0.00037731266379366921 -2.5494054734995294e-05 -0.00016284071979213432 -8.0547408853251751e-05 -0.00058017410198409947 0.0001129572769113688 -4.6841352141662171e-05 -0.0002465906309720026 0.00010391875297844802 2.739961110872144e-05 -1.8212507725342303e-05 -4.8114446085495996e-05 0.0004012064140051929 -0.00013794157227499073 -0.00024780097533666826 0.00039991163447013564 0.00073789576281723702 -0.00026082004077106338 0.00018111589191829554 -0.00014492383480675913 0.00037397824017032191 -1.6280571946679782e-05 0.00013721628183639218 0.00060889296845439696 0.0018652779062370971
leaf_count=3225 9356 4821 35150 3439 6469 2982 10815 29500 19174 217 18819 13873 1613 18369 49465 23769 29774 1384 63616 158 122 142 810 2419 1532 370 8401 1966 121 60
internal_value=0 -0.0517797 -0.0318308 0.0730438 -0.0191795 -0.0615087 -0.0970193 -0.143037 0.00671306 0.0226288 0.10189 0.0208192 0.071743 0.112258 0.000478269 -0.0543181 -0.110964 0.0444841 -0.123283 -0.15685 0.520085 -0.121346 0.0942847 0.0178065 0.109968 -0.12555 -0.132497 -0.167767 -0.210104 1.10557
internal_count=361931 332372 232437 29559 197287 79824 56595 43361 117463 98289 26334 23229 22895 18586 79703 30238 99935 6205 93730 63956 340 40379 21161 13234 20351 40237 39867 31466 1734 182
shrinkage=0.00085349


Tree=1469
num_leaves=31
num_cat=0
split_feature=1371 652 577 519 377 933 554 1361 215 1381 1447 590 1206 147 652 705 740 200 553 975 356 1101 444 769 1183 1176 1328 144 971 701
split_gain=37.0013 36.8368 37.3901 38.6867 43.288 32.9643 31.1482 29.9346 42.6352 37.6954 29.2923 29.137 28.5356 29.2748 29.1369 27.3544 27.3242 30.5445 27.2444 26.709 29.5758 27.4765 26.6831 26.4751 30.1057 26.1662 26.005 25.7775 25.688 25.2499
threshold=1.0000000180025095e-35 -0.98896428961744431 -0.45277966036165179 2.1420547332082829 1.4210717172751071 0.68806224955729689 0.25767738370959642 1.0000000180025095e-35 -0.80937256918447786 -0.42342280263539456 -0.24955227496289575 -0.67541201360492764 -0.89070711086558196 -0.044493704381537387 1.8627252675032671 -0.79308483887760806 1.0000000180025095e-35 -0.97734522064874174 0.22832817295709151 -0.76532056371656221 3.4709904187481926 -1.3835380039393297 -1.030303753827398 1.8950337324702755 1.9039622868623733 -1.4881553010118178 -1.566693209284501 1.0857004828062851 -0.41257492650305128 -0.82648539259760145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 7 12 5 6 15 8 -3 10 -10 -1 13 -4 25 -5 17 -2 -16 20 22 -21 -9 28 -25 -14 -23 -7 -18 -6
right_child=16 2 3 4 29 27 -8 19 9 -11 -12 -13 14 -15 18 -17 23 -19 -20 21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00086682472497331563 -0.0015465349842433626 -0.001292844830559846 -3.9733642882168508e-05 -0.00048267394742487871 -0.0012791573250725886 -0.0011169347052708844 -7.7244677574375074e-05 -0.0013303298849274847 -0.00032083927996360542 -0.00062853952102166495 0.00078260675282842973 0.00012878868886886989 0.0017245714188130908 -0.0006498517923359267 0.00078928666792142113 0.0014019098720541806 -0.00065277341175733932 -0.00046126164444452604 -0.00035358512028895182 -0.0010144007104523644 0.0061964983593747799 -0.0024218278983299335 0.00039489419977076863 0.0010512986522801348 0.0086470439807420189 -3.5378941972215994e-05 -0.00010361301635141805 0.0014590435337179012 8.0223273483007081e-05 0.0025133575134423675
leaf_count=6668 7191 9754 20661 871 201 2042 3813 1274 7469 21520 4612 33061 1046 17410 9193 4107 10311 16104 3252 5950 78 629 12135 1065 60 112624 33584 402 13586 1258
internal_value=0 -0.00764466 -0.0174639 0.00100466 0.109985 0.066061 0.125701 -0.0561534 -0.107754 -0.0707437 0.0344472 0.0542288 -0.00901762 -0.0661237 0.00638753 0.232431 -0.0811073 -0.150768 0.110159 -0.0218426 0.0642384 -0.0523961 0.0554836 -0.0303664 0.323001 -0.00460375 -0.0303129 -0.143863 -0.0471179 0.44036
internal_count=361931 313614 273885 176880 12694 11235 8791 97005 43355 33601 12081 39729 164186 38071 126115 4978 48317 23295 12445 53650 13487 40163 13409 25022 1125 113670 34213 2444 23897 1459
shrinkage=0.00464461


Tree=1470
num_leaves=31
num_cat=0
split_feature=1431 221 846 117 1449 1453 1463 1449 1454 1467 978 87 1450 1457 1468 1466 1458 1463 1461 21 1451 1451 712 484 497 1464 1468 404 1154 1030
split_gain=36.1137 35.129 41.295 38.773 34.6694 36.2164 43.6461 46.2851 36.6543 30.6097 30.8856 30.3575 33.6988 30.3027 46.0493 49.0011 44.0216 34.6486 30.0478 29.7555 31.6877 37.8149 32.3912 29.5756 28.3881 30.6375 28.3095 28.1356 27.0009 27.0835
threshold=1.0099929608726099 1.3426618058617994 -0.36744562254266105 1.8421106730875214 0.84872594346425301 0.47485221662462634 -0.60682752744967383 0.74561756370782817 -0.94795818613911831 3.8567296589757825 -0.97693012541416047 -0.84767300103367449 4.9048084466922406 -0.27651417167443132 0.82408035764145182 -0.16756731545693382 0.14920255515092884 0.017504712771633606 0.19473912836121865 -1.0798509198017876 -0.49538130577155065 -0.2263619558997208 -1.5590971551374573 0.86097350900685499 -1.2520214592475198 0.31682752303935818 3.9650802667107272 1.0000000180025095e-35 1.0000000180025095e-35 2.7042904249467168
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 23 8 13 -7 10 11 -1 -13 14 15 27 19 -16 -17 -15 -21 22 -22 28 -12 -26 -27 -8 29 -4
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11 24 12 -14 16 17 18 -18 -19 -20 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00050198064495978606 -0.00035484548232006454 0.00029421117754158983 -0.00039761885690669857 -0.00094294972914861378 0.00026230399392668561 0.0045895706736328147 -0.0010528237402869108 0.0034356862783939861 0.00054435229111169845 0.0015916348798120491 -0.00057236152019169697 -0.00064136356656817686 0.00483483821807999 -0.0024910612750766565 0.0062609298823468424 0.00026880706712311162 -0.0011014495718216703 0.00052986887801271577 -0.0018393699547893511 -4.2141327133389437e-05 0.011981019331203966 0.0013076538315960581 0.0033831069618084626 -0.000779660768831824 5.8746699750468164e-05 0.00053849624369409199 -0.0022744163588172342 -0.0031040720546842964 -5.9596540392544728e-05 -0.0020243154429722167
leaf_count=4057 55251 30665 40510 8483 19344 232 1518 331 10913 1226 7836 16151 104 418 110 2770 2053 928 1090 1989 60 2156 185 16426 67348 22823 397 1839 42540 2178
internal_value=0 -0.0063188 -0.0149469 -0.0400391 -0.0317063 -0.0460249 0.0274586 -0.0500995 0.13493 0.0161975 0.0121375 -0.0756057 -0.124465 -0.0697281 -0.163929 -0.23249 0.0387169 0.259181 -0.0646192 0.156429 0.201786 0.368602 1.18032 -0.0666634 0.0272565 0.0369102 0.103955 -0.446169 -0.0504611 -0.0950187
internal_count=361931 306680 276015 156073 147590 128246 26592 15447 11145 119942 118716 20312 16255 15116 8255 7217 6861 1038 3860 4808 4390 2401 245 101654 98404 90568 23220 3357 85228 42688
shrinkage=0.0047375


Tree=1471
num_leaves=31
num_cat=0
split_feature=785 728 516 143 712 746 578 1376 791 513 1154 579 1107 647 590 933 1065 1244 828 943 1469 734 858 1065 1298 975 728 588 904 908
split_gain=108.019 86.5432 52.9113 52.8558 52.6797 43.0486 42.7155 39.5998 40.7322 41.4459 38.1596 39.6014 35.881 35.2222 86.333 34.8431 41.5998 33.9858 33.7874 32.9876 33.4158 32.6755 32.664 32.1602 32.1571 31.5724 31.0946 37.8251 37.5887 30.8403
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.72319605263816955 -0.63779424894106762 0.66766320980544069 -0.87905496296652397 0.18805867694879752 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 1.0000000180025095e-35 -1.5182802995512439 -0.87782724458594241 0.58895901036483078 -0.33422119364899694 1.0518754624258557 1.2074346723144964 -1.0536780337889886 1.4693784537238983 -1.3263328046252252 4.1956285434281462 1.0825608069246189 1.0518754624258557 1.0000000180025095e-35 0.24898767976083933 -1.3163276726681863 2.250834115212506 1.3660572727787272 -0.12597937609441315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 10 -6 8 12 -10 17 -12 -5 14 -3 26 -17 24 -8 20 -15 -22 -11 -20 -2 -19 -14 28 -28 -26
right_child=1 13 3 7 6 -7 18 -9 9 22 11 -13 15 19 -16 16 -18 25 23 -21 21 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-0.00015723893256929734 -0.00022726956472703558 -9.7518676828294064e-05 -7.2162772617541401e-05 -0.00032197991371862866 0.00027220841211877278 1.678221590439345e-05 -0.00017242057442886407 -4.2955868660786739e-05 5.4190418769807e-05 0.00028079163303252458 -8.6620051823232277e-05 3.209988325058179e-05 0.00018972565031912032 0.00043226902376150648 0.00039782646408158674 4.2145850500531691e-06 -0.00017143036375013096 0.00014078134413971172 5.7430477473757558e-05 -0.00024742636518328354 -0.00010075063628433969 0.00070864878418929822 -0.0001362500524693616 0.0002603109152375254 -0.00019237871291251274 -0.0002139051530318643 4.3228743714934845e-05 0.00031239274805197289 -0.00019965549887012064 -2.056291845828711e-05
leaf_count=3225 18095 4821 30609 1202 3439 16941 1661 31352 16179 4168 27847 13567 4569 329 1384 25741 4297 2866 18475 8741 84529 131 573 2759 7387 1558 13512 1160 2460 8354
internal_value=0 -0.0528963 -0.031439 -0.0052179 0.0813123 -0.0739353 0.110453 0.0165343 0.0412526 0.119022 -0.0991058 -0.05554 0.0106469 -0.116379 0.0504028 0.0178947 -0.027158 -0.160339 0.0782039 -0.129537 -0.11665 -0.120402 0.280942 0.100637 -0.1897 0.0343195 0.0820053 0.0401641 0.0116089 -0.118445
internal_count=361931 332372 232437 135822 29559 96615 26334 105213 73861 20920 79674 41414 52941 99935 6205 51739 30038 38260 22895 93730 84989 84660 4741 21234 33836 4424 21701 17132 15972 15741
shrinkage=0.000820348


Tree=1472
num_leaves=31
num_cat=0
split_feature=785 181 49 712 728 852 1237 854 927 714 189 1013 1149 497 723 1022 462 1469 12 980 885 619 1453 1116 585 882 275 1469 1469 972
split_gain=105.998 80.5015 57.7567 55.3851 51.2563 49.0993 39.7532 39.182 37.2227 36.7185 36.2419 36.1213 34.2271 33.8172 37.2723 31.8146 36.6446 31.6146 30.4891 33.0542 30.1472 30.1275 30.0297 36.608 29.896 29.7064 29.5747 29.4386 28.6411 29.8657
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1349154245379338 -0.63779424894106762 1.0000000180025095e-35 -0.22706799479215015 1.4298092310842805 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 2.7059755265676442 0.54050183860820311 2.1900270400044222 1.461728259125324 1.0000000180025095e-35 1.0000000180025095e-35 3.5900732819318715 -1.3263328046252252 -0.25516671496271354 1.456835372314697 1.6290983814687661 0.83082504555296788 1.3134811796837444 -0.38550730318708931 1.0000000180025095e-35 0.44470034393954044 0.4022431516292117 -1.3381350792132791 -1.0116054822771126 -0.16688081132366159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 11 7 -5 9 24 12 13 15 14 25 16 28 26 -17 27 -14 -3 23 -22 -9 -2 -6 -20 29 -7
right_child=1 21 -4 6 17 10 -8 8 -10 -11 -12 -13 20 -15 -16 18 -18 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00026639217033347932 -0.00014497041502800471 -0.0002260499128954208 -0.00020955232726008804 0.00024486058584666074 0.00074524752026827246 7.3698455070639061e-05 -0.00025643568633374283 -1.3189625195043902e-05 0.00020580948232760694 2.9840653811444297e-05 -0.00046077797619038796 -6.1617709585117989e-05 0.00011152272459512748 -2.7151578834591954e-05 -0.00022199152600978523 -0.00010224521840083815 -0.00081966672604053643 -0.00017295317666962825 -0.00053260354883140305 -0.00017961192732684475 0.00028442381656673552 -8.2832901551841681e-05 0.00061407075137771697 -0.0010164536439039805 -0.00024823515544375045 8.9609320952147782e-05 -0.00045142102100906729 1.8043082420552903e-05 -0.00014138132458436936 -0.0001591156859124197
leaf_count=3225 10052 63810 34036 2402 207 4536 1892 3260 2725 12541 1104 14032 4297 4665 32828 22310 350 67020 291 3166 91 6010 65 237 3514 2161 91 21895 36094 3024
internal_value=0 -0.16679 -0.150546 -0.0329911 -0.138711 -0.119563 -0.00181129 0.0214426 -0.00643305 -0.0378064 -0.0908308 -0.167501 -0.0871222 -0.195457 -0.215321 -0.0964039 -0.140249 -0.194657 -0.0617459 -0.014936 0.0797272 -0.2421 -0.455325 -0.723221 -0.155538 -0.113716 0.45118 0.0122467 -0.135301 -0.020263
internal_count=361931 332372 262552 29559 228516 161198 26334 24442 22040 19315 97460 63738 96356 49706 45041 91666 44004 67318 47662 25352 4690 69820 393 328 6774 12213 298 22186 43654 7560
shrinkage=0.00087056


Tree=1473
num_leaves=31
num_cat=0
split_feature=470 464 410 718 601 1290 816 1237 1451 337 799 622 993 968 1355 1012 841 1184 577 909 527 333 1463 960 1466 806 1451 1430 432 487
split_gain=36.6096 61.3549 37.0338 33.9577 34.7818 31.1355 33.3548 30.4953 29.8925 30.1553 29.5236 30.3553 30.0636 31.7506 30.9549 29.9028 29.0838 28.7051 28.3984 27.0846 26.8442 31.3329 28.2158 25.7219 24.8458 29.2707 39.5105 31.0449 26.1534 26.955
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.644349105518915 1.0000000180025095e-35 1.0000000180025095e-35 1.8124611990991408 1.0000000180025095e-35 2.2873089397629531 -0.27873446184249567 1.0000000180025095e-35 -0.58454210970522613 0.058085428309334282 -0.89727091510114898 -1.4876511366125242 1.8622484740039453 1.0000000180025095e-35 1.1672291848996961 -1.8720507674190772 0.49174072502200222 2.6786836414808524 1.9849653232297506 1.0308016862606064 -0.03084407861722192 -0.64257916016084482 0.51364500316626394 0.53322213276968733 -0.0066164517430368063 1.4660437873930479 0.35980530253841286 1.1738244815448173
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 20 6 16 10 -9 -10 15 12 13 -12 17 -8 -2 -14 -19 -5 -1 23 -23 -22 28 27 -27 -26 -3 -30
right_child=5 24 -4 19 -6 -7 7 8 9 -11 11 -13 14 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00047019628776656842 -5.2834327443391902e-05 -3.4390573062355186e-05 -0.0015223409446434152 0.00012320965467808753 -0.0010918794457886042 -0.00061563277566029041 0.0010096468731160386 -0.0018579844964562321 0.0010862464633987715 -0.001704871810344521 -0.001441234853979372 -0.00020224776035705294 -0.0029755029340071759 0.0013144570489209318 0.0013164359205432479 -0.00014583001206633592 -0.00073886524166577117 0.0002807382956777446 -0.00042755565003592497 0.0033886863724303892 -0.00041063833384888225 -0.0036150122068010068 0.0013894060263217173 0.002434406748030317 -0.00014601761293408347 -1.8369926585710109e-05 0.0023154840351382339 0.0015818562400259613 -0.00043520459643340388 -0.0021669097448384889
leaf_count=34523 72434 58431 13190 8573 21545 11355 10753 2426 1699 979 746 24261 479 5160 2594 4011 10446 35569 8440 340 750 379 230 1284 10941 1849 1924 1440 13168 2012
internal_value=0 -0.0449505 -0.103869 -0.085144 -0.109727 0.00199475 0.00863194 0.0340136 -0.147491 0.0201737 0.0417006 0.0257536 0.0526004 0.194915 0.0356905 0.129992 -0.0261112 0.0225552 0.0272613 0.0546804 -0.0661189 0.145701 -0.279567 0.281645 -0.00832033 0.0684414 0.231633 0.0156722 -0.0267841 -0.117783
internal_count=361931 170579 80814 67624 58711 191352 179997 97117 5104 2678 92013 77249 52988 5906 47082 14764 82880 44488 44009 8913 37166 2643 609 2034 89765 16154 3773 12381 73611 15180
shrinkage=0.0053352


Tree=1474
num_leaves=31
num_cat=0
split_feature=785 728 771 712 578 784 921 726 1022 1016 1040 346 1249 759 858 794 531 1469 275 43 647 590 734 730 783 514 650 624 698 762
split_gain=35.4326 35.9203 36.5094 32.7159 33.6269 32.685 36.0633 35.3729 30.2139 32.4457 29.4409 32.9678 34.9864 29.8722 28.7792 27.4347 27.5253 27.3511 36.7041 27.5504 28.9785 81.5162 27.8853 27.3466 40.703 31.2939 30.133 28.0894 27.978 27.1505
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4820751525130569 -0.63779424894106762 -0.87905496296652397 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.8740075305771694 0.023879202924299989 0.63898029052325456 2.7993186572179827 1.0825608069246189 1.0000000180025095e-35 1.0000000180025095e-35 -1.3263328046252252 0.4022431516292117 2.2744972866152193 -0.87782724458594241 0.58895901036483078 4.1956285434281462 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.6923072129381651 0.76003917712263347 -1.4566186108567212 1.9237435870088089
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 -5 8 23 -8 9 10 -2 12 13 -12 -9 -11 -17 18 -3 20 21 -19 -22 24 25 -7 27 29 -28 -25
right_child=1 17 -4 4 -6 6 7 14 -10 15 11 -13 -14 -15 -16 16 -18 19 -20 -21 22 -23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=-0.00087202040344928477 -0.0016831720381044796 0.0048637762834644162 -0.001034412517683068 0.0014833016604816603 0.00025881254295048381 0.00031136749470892438 -0.00073736610133148589 0.0015406777813717488 2.4342904147384354e-05 0.0001330432999787565 3.3951687903569015e-05 -0.0011170444056725817 -0.0012634409401291566 0.0050222233057001728 -0.0011337857068999893 -0.00016698259882046834 -0.0012202570340983873 -0.00041007872085605478 -0.0026392169556517203 -0.0017163599929531734 -0.00040891157533593376 0.0027891281792096073 0.0043058818829514569 -0.00051107032905128586 -0.00041765454556840978 0.0025135145908770414 -0.0008854559905012503 0.0015607741330504923 0.0032830992356299555 0.0012653829465115037
leaf_count=3225 6098 256 5440 3439 22895 6642 1321 5604 100785 27842 16432 12301 5145 213 515 11725 5236 4650 116 4148 89280 1341 144 4366 17334 1001 289 1814 824 1510
internal_value=0 -0.024002 -0.0101051 0.0539713 0.0773602 -0.00582783 0.0485046 0.179091 -0.0190815 -0.0541024 -0.114505 -0.0880718 -0.0325788 0.0183998 0.24433 -0.0175763 -0.0879926 -0.0657564 0.489181 -0.0689448 -0.0618532 0.0931586 -0.0743573 0.0174778 -0.01979 0.112306 0.119505 0.0700916 0.436422 -0.00576325
internal_count=361931 332372 232437 29559 26334 226997 41220 7440 185777 84992 40189 34091 21790 16645 6119 44803 16961 99935 372 99563 95415 5991 89424 33780 24977 7643 8803 7690 1113 5876
shrinkage=0.0053352


Tree=1475
num_leaves=31
num_cat=0
split_feature=545 1235 785 1467 332 395 705 322 723 1454 1454 21 543 1436 713 1319 1008 830 508 1458 1203 1370 1459 1450 854 1434 1462 566 652 376
split_gain=83.2703 71.2514 75.7451 53.7787 52.7032 71.3789 49.3407 44.7364 44.1056 43.4158 42.4564 41.8797 43.2595 41.5341 41.0897 39.0459 37.8311 35.3465 34.9844 34.8259 34.2555 35.1289 33.6412 33.0592 32.8383 31.9525 31.9208 31.6193 35.618 31.9753
threshold=-1.0372938969678034 -1.24934742919911 -0.86283290253235112 4.0242090356330973 1.0000000180025095e-35 1.0000000180025095e-35 0.90721770011872871 1.0000000180025095e-35 -1.0570063487222232 -0.91909735138557946 -0.96422179483589032 -2.9709283393608152 1.0000000180025095e-35 0.60428344764309971 1.0000000180025095e-35 1.2654799694564189 0.49770748366498269 1.9860712334756474 0.93928964529742032 -0.63701179010696707 1.0493698651048509 0.70223084764880606 -0.50282768380134069 1.3453874465886764 -0.87473648844905705 2.8669757903678827 0.64216061943476632 2.3824772829776841 -0.98896428961744431 1.8828081291110934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 14 7 5 8 -6 20 18 10 -7 26 16 15 -3 23 -13 -11 -4 -15 21 -2 -12 -10 -16 -26 -1 28 -8 -30
right_child=1 2 4 -5 6 9 27 -9 13 17 22 12 -14 19 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00098306872764637081 -3.1664938843086193e-05 -0.00015695525718543621 -5.2191904121419478e-05 0.00047201765354971622 -1.4535477453779289e-05 -3.1892100748829884e-05 0.00021849977920321785 -0.00018513498525760011 -0.00022211860831767224 -2.9272645128288644e-05 -5.9077143543753554e-05 -0.00010055039080353666 -0.00020954108901356742 -0.0002748487672782113 0.00030604413631277004 6.2713568403367296e-05 -3.2762953779830102e-07 0.00020125903940350072 0.00026766505386578569 5.6487312533906283e-05 0.00012926557113770765 -0.00020983945713090525 0.00075070773976458507 4.1054368412686179e-05 0.00010043516389897631 -0.00023397772733908207 0.00072613893124726006 0.00026978629983270179 7.2968196017722895e-06 0.00025812811825823653
leaf_count=48 14949 2012 5098 453 82175 789 2982 17811 30179 44009 220 57917 14791 1534 2268 2338 21047 1989 1410 5260 2885 6495 560 2049 18273 943 256 1925 17783 1483
internal_value=0 -0.0222187 -0.00825081 -0.114987 -0.0222251 -0.0639625 0.00745211 -0.125813 -0.13952 -0.0105346 0.339595 -0.10655 -0.110278 -0.174553 0.105166 -0.217463 -0.0901453 -0.0225063 0.0323765 -0.015461 -0.0625828 -0.0984505 0.667178 -0.245188 0.131601 0.103347 0.648644 0.0862803 0.0646238 0.032668
internal_count=361931 267872 225279 42593 201783 95435 106348 42140 47868 47567 1569 94059 93755 41360 23496 34566 78964 45998 6508 6794 24329 21444 780 32228 21484 19216 304 24173 22248 19266
shrinkage=0.000820348


Tree=1476
num_leaves=31
num_cat=0
split_feature=785 728 51 586 136 43 710 388 927 597 125 784 854 758 585 982 708 657 1111 1469 637 500 21 354 852 1466 959 1468 1450 348
split_gain=80.8527 71.2647 52.1225 42.0818 42.5682 41.6372 37.4678 34.541 34.5103 33.2102 32.2689 31.9669 31.3404 33.8004 31.6795 31.0736 35.3858 29.5821 29.4898 34.2179 30.7381 29.882 29.2519 32.8114 34.3877 28.965 35.3323 31.4813 28.9934 28.8537
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.55233311529615603 1.0000000180025095e-35 1.0000000180025095e-35 0.37152704119635049 1.0000000180025095e-35 1.0483613175537825 3.1596628491584919 1.0000000180025095e-35 0.9594655836162902 -0.87473648844905705 -0.1354147541679151 1.0000000180025095e-35 3.0854258727671673 -0.55689657685208205 0.72755686970153477 0.63615056878090748 -1.3263328046252252 1.294906803570927 -1.9294300725362803 -0.32341995197817647 1.5589547998922033 -0.22706799479215015 0.57156622312866312 -0.37718676718711608 0.19824556727861756 -0.59700472168322827 -1.2239035338659037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -4 -5 11 8 18 12 10 -7 22 -1 -14 -15 29 -17 -13 19 -3 21 -21 25 24 -24 26 27 28 -2 -9
right_child=1 7 3 4 -6 9 -8 15 -10 -11 -12 17 13 14 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00023573120986472134 -0.00031614334367926225 0.00047641165963073842 -0.00013519048379442988 -6.6293044827134772e-05 3.1317180443070023e-05 -0.00014614100157050978 -9.0677442801556665e-05 -0.00038463361403158545 0.00023615213582958664 0.00062907306428529081 -2.5543238947368981e-05 8.3258904447137445e-05 8.1665863634480823e-05 5.3956975030199832e-05 -0.00015235237072795644 0.00098302823162787654 -0.00054034747585121384 -8.7723891562078613e-05 -0.00013483636934078015 0.00050628324104547433 -0.00018230282199310798 -4.381421413608456e-05 -9.3544430507887691e-05 0.00015428091345728143 -9.291851705651899e-06 0.00011927762428256225 5.1828468011230755e-05 7.9762360860678957e-05 -7.103549100945014e-05 -0.00014452784663263223
leaf_count=2059 2098 281 20721 51918 15550 13317 4728 3341 3023 152 16026 18356 12696 3385 3668 146 103 2826 19955 273 5932 53199 19445 2481 35927 7219 15885 3269 7247 16705
internal_value=0 -0.0536568 -0.0342188 -0.0792197 -0.0538048 -0.00985479 0.0626907 -0.111339 0.0938611 -0.0898716 -0.0965936 0.00701715 0.0657087 0.0400843 -0.0705688 -0.219166 0.652797 0.0791791 -0.0913432 -0.066136 -0.0708418 -0.0534187 -0.0103748 -0.0388894 -0.0492445 0.0396079 0.00662137 -0.0915953 -0.162721 -0.233386
internal_count=361931 332372 232437 88189 67468 144248 29559 99935 24831 29495 29343 114753 21808 19749 7053 20295 249 21182 79640 59685 59404 53472 93571 57853 55372 35718 28499 12614 9345 20046
shrinkage=0.000757875


Tree=1477
num_leaves=31
num_cat=0
split_feature=43 800 487 117 1356 49 187 706 978 762 551 1112 747 702 188 1462 880 21 326 1460 1024 21 588 376 555 747 503 929 3 1168
split_gain=35.7336 33.6064 33.3607 34.9463 30.6566 30.263 28.8057 28.6517 31.9374 32.8691 30.7245 30.0641 29.0465 29.8078 28.2265 32.2361 27.9506 27.8197 28.044 27.6052 30.7291 30.2309 27.4111 29.484 26.2972 26.2858 28.6618 29.9212 28.3623 26.8441
threshold=1.0000000180025095e-35 -0.57812715656594349 1.3945268872588026 1.8421106730875214 1.0000000180025095e-35 1.1349154245379338 3.6202434146685052 -0.21531987359024751 -0.86739898370003232 2.3852062651624597 0.84485483037156739 2.2757732688077597 1.0000000180025095e-35 0.80622912909752886 1.0000000180025095e-35 4.0723155983858552 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35 0.3667834300241784 2.3389399539002458 -0.32341995197817647 -0.31407487021714353 1.2189113891555967 1.2679711225532067 2.2668746584208797 0.27479585950256619 1.0000000180025095e-35 -1.0776329577054355 2.2727542560442529
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 7 25 8 17 -10 11 12 -9 16 -2 19 -14 18 -3 -16 -21 -22 -12 24 -24 26 28 29 -6 -28
right_child=14 2 -4 -5 6 -7 -8 10 9 -11 22 -13 13 -15 15 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=3.6991891592402425e-05 -0.00060886899346643893 -0.0007562847373695276 -0.00056224195013256529 -0.00066933749843913729 -0.00075491396704541365 -0.00040317103109894066 -0.0062557102135978974 -0.00048026577816447411 0.0002327615108873148 0.0017432044287400701 -0.00021809406589121092 0.0009373693653962204 0.00027335038766187683 -0.00045268640138259057 -0.00032320885925287568 0.0033092014505471078 -0.00049217645968255882 -0.00070495136630656949 0.00098270185878076362 0.00029402293124495394 0.007363245318779652 -0.002136717971649067 0.00084753332334590217 0.0026126925058453485 -0.0014374764119350712 -0.0025001138983085599 0.00059711900552984005 -0.0018843630313132378 0.0010359893465763761 -0.0034432326322364542
leaf_count=41994 35052 2204 20644 11290 1106 24825 78 35284 59113 1433 4403 2463 27368 14810 31084 271 7269 8672 2847 8178 127 65 4405 872 638 278 2781 901 11234 242
internal_value=0 -0.00626184 -0.0191407 -0.011368 0.0399608 -0.00464507 0.1171 0.005247 0.0366282 0.0563201 -0.0212187 -0.036059 -0.043979 -0.0111166 -0.0665861 -0.0266211 0.0249384 -0.0661287 0.0712933 -0.0329968 0.082649 0.965553 0.0894067 0.181445 0.119004 0.12272 0.134074 -0.0283291 0.183736 0.0710919
internal_count=361931 287154 228540 207896 58614 196606 16620 171781 74269 60546 97512 87194 84731 49447 74777 39725 34637 13723 5051 39454 8370 192 10318 5915 5043 16542 16264 3924 12340 3023
shrinkage=0.00483225


Tree=1478
num_leaves=31
num_cat=0
split_feature=267 1430 1436 1469 785 623 696 1428 12 698 1012 482 395 21 1383 497 1019 1447 439 835 1104 1258 348 858 1434 1458 747 1286 694 941
split_gain=35.5517 33.571 80.1349 46.6034 31.2893 31.0142 32.9496 32.1517 34.5368 31.6176 29.8869 29.6005 29.4023 29.5741 28.7348 35.2182 28.2889 25.4471 27.055 25.5137 26.8451 29.7273 25.1521 24.9251 25.523 30.1136 36.6682 32.5731 29.1889 27.503
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2673214316849539 -0.86283290253235112 1.9538269969423816 -1.2594590792771041 1.0000000180025095e-35 -0.46109739582941994 0.96197764040189748 2.8923191927877494 1.1507662600995168 1.0000000180025095e-35 1.189441983669046 0.47067533102199705 -1.0851437313241534 1.3818559776893133 0.74484333252909696 -0.46612814565864391 1.5779432577279413 1.5183451988957275 -1.6534205443251355 0.14741310408581357 1.0825608069246189 -0.42195508979895918 -0.37818816373332198 4.8244149500050213 0.78161905918100072 -1.1504990428921134 4.1807005710369394
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -3 7 -7 16 -9 -10 14 17 13 -2 15 -4 -6 18 -1 20 21 -19 -8 24 25 26 -5 -27 -29 -26
right_child=12 4 10 23 5 6 22 8 9 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 29 27 -28 28 -30 -31
leaf_value=-0.002606737090580426 -0.00095817400645560363 0.00054034240999436135 -0.0010341839189383964 -0.0019753974462452563 0.00012744812110758669 -0.0025308646800738413 0.00021055018867832415 -0.00064762641936069124 0.00016699444666164708 -0.00086600700015971536 -0.0023614851571797679 0.002563050968368839 -0.00014122672153256345 0.00051444067725870389 0.00039974683690948575 7.917399070490189e-06 -0.00044616592875876775 -0.0087766453285982732 1.6313500776215526e-06 -0.0037066760244152067 -0.0027862381437291834 0.0015708690520806956 0.0013921261397402342 0.00010491730976162972 -0.0005722174703815142 -0.0012701039662625735 0.0045555494824083822 -0.0052763790698729498 0.00052528222219067533 0.0042054058679312145
leaf_count=633 20082 13242 5530 7843 98740 403 4088 19161 19367 4109 927 530 23400 1904 20458 50814 10949 29 1588 131 160 1830 3412 5003 36874 7611 75 136 2784 118
internal_value=0 -0.00816888 -0.0359406 -0.106784 0.0115821 0.00285461 0.132032 -0.00444258 -0.0579695 -0.00291955 0.00852901 0.08347 -0.0829874 -0.160164 0.0123754 -0.0139645 0.014845 0.0252781 -0.141548 0.176752 0.22797 0.294619 0.160593 -0.131755 -0.150485 -0.239257 -0.378715 -0.144644 0.0580274 -0.113282
internal_count=361931 316545 143074 65345 173471 160229 7903 152326 42637 23476 77729 4901 45386 21986 76802 56344 109689 4371 2221 2150 2019 1859 7500 60444 55441 18449 7918 10531 2920 36992
shrinkage=0.00483225


Tree=1479
num_leaves=31
num_cat=0
split_feature=785 470 395 203 728 526 1436 1464 62 497 858 21 620 376 832 1037 1454 1449 890 498 290 217 1286 21 1275 1028 682 353 341 596
split_gain=84.1326 62.9876 75.9011 56.1562 44.2606 44.0372 42.9021 40.2128 42.3006 44.4177 45.9448 36.1899 37.6515 35.6849 34.0551 33.8573 32.9678 39.1875 38.3455 34.2774 34.5718 33.1788 32.5965 32.4829 32.2174 32.8881 32.1768 34.5527 31.4897 31.239
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 -0.49008176997875957 2.3757057381457001 0.60428344764309971 1.5993600128483978 -0.67845511463764618 1.461728259125324 1.0825608069246189 1.0000000180025095e-35 0.16760437365778322 1.2189113891555967 -0.55570228183368064 -0.60489981398538839 0.50933602050530713 0.13621803835304128 -1.3230736206490437 1.9385201012130144 1.5512262255503753 -1.1001886404142442 0.78161905918100072 -0.70163543588998201 1.0000000180025095e-35 0.85792094380938277 2.6453301487195269 0.88759127077024746 1.3462168560862613 0.85969605735913768
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 7 15 8 23 16 13 12 -6 -11 -4 -2 18 -18 -10 21 -21 28 26 24 -3 -26 -23 -28 -20 -16
right_child=1 5 14 -5 11 -7 -8 -9 9 10 -12 -13 -14 -15 29 -17 17 -19 19 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00013589919441270673 -0.0002399587376307579 -8.4167101146112572e-05 1.0028091634134189e-05 -0.00024631651618942492 7.4830107327546359e-05 -0.00018929392289281666 2.3376374739609794e-05 8.3452290179820426e-05 -0.00010826619068422358 7.7463442768840513e-05 -0.00015476612060436704 0.00013060291115897499 -0.00012692003883901817 0.00031893436311851181 -8.5967471037918277e-05 -9.4597876569512318e-05 -0.0001549546396312887 5.4001003942626824e-06 0.00019119978430937225 7.813755054557823e-05 0.0004447180096050478 -3.6444075550434973e-05 7.0172309090337816e-05 -9.4647567750322508e-05 0.00010769618529469892 -0.0001707092794876707 0.00045018680339164427 -0.00071466461324815815 -0.00018602450482820752 2.4700534894858668e-05
leaf_count=3396 11052 9414 29612 20163 7332 6125 8422 10383 11056 11301 1920 15031 3800 1822 43736 33491 9479 7300 3887 2970 743 41519 10598 36141 8685 1557 592 83 908 9413
internal_value=0 -0.049418 -0.0873536 -0.157768 0.0693541 -0.0231862 -0.120007 -0.0177602 -0.0266721 -0.00311264 0.0977738 0.0971649 0.0076564 0.140215 -0.0456962 -0.157092 -0.0218191 -0.105175 -0.00189884 0.0157727 0.200541 0.00268515 -0.0122302 -0.0793995 -0.00338813 0.0816971 -0.0387159 0.406242 0.17073 -0.0815558
internal_count=361931 332372 155889 73128 29559 176483 52965 170358 159975 104178 15043 26163 11132 13123 82761 44543 89135 16779 72356 61300 3713 57587 52792 55797 19656 10242 42194 675 4795 53149
shrinkage=0.000788493


Tree=1480
num_leaves=31
num_cat=0
split_feature=785 263 728 926 507 1148 119 878 150 921 848 539 712 1470 933 497 854 876 635 43 927 719 967 971 341 973 879 126 54 705
split_gain=77.5048 62.8232 77.6776 91.5225 75.1653 65.7352 58.5844 50.7098 49.8615 47.1806 44.551 42.3873 41.7617 41.5679 41.3957 61.4659 36.8748 35.8623 35.6375 35.5918 34.5883 36.9087 34.4416 32.9937 32.7992 32.4339 39.0272 32.0766 31.8815 31.2676
threshold=-0.86283290253235112 0.66115833724634121 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 1.9644670326249816 1.0000000180025095e-35 1.0000000180025095e-35 -0.52571317712276111 0.62154522891879982 0.064962217503757108 1.0000000180025095e-35 -0.63779424894106762 -1.3072861918153278 0.68806224955729689 1.7001250133015622 -0.87473648844905705 1.0000000180025095e-35 -0.58897366117843764 1.0000000180025095e-35 1.0483613175537825 1.0000000180025095e-35 0.083619399866045191 -0.87707289916611197 0.76477020397632989 0.84874543308613937 -0.65854580630962423 1.0000000180025095e-35 -0.42445565733332025 0.42325249380490987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 5 9 6 13 11 -3 25 29 -5 -1 -4 15 27 -14 -9 -15 -7 21 23 24 -18 -20 26 -2 -10 -29 -8
right_child=1 8 3 7 -6 19 10 17 14 -11 -12 -13 16 18 -16 -17 20 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0001527079373595158 0.00014061323868311197 -6.1359405507753996e-05 0.00014573015292570942 -0.00026295482505791818 0.0001895211417117007 0.00017960342934670762 -3.7914430495761655e-05 -5.4531650516045392e-05 -2.1925258590929019e-05 -0.00016943773081383641 -9.2072231160259671e-05 -0.00011721290344334863 0.00028460810341511235 -0.00021321356202983369 -7.428708985521668e-05 0.00022451718726215021 -0.0001768805919593445 -0.0001921088028982523 -7.9349530932876814e-06 -0.00018676310234227433 0.00024401689904693071 -6.6733674065839264e-05 -0.00018366011953659846 0.00011932340858359495 -0.00020082029176799515 -0.00011109211917558481 -1.2713089934068073e-05 -1.720708741594171e-05 0.00016466738457094371 5.8193687841998322e-05
leaf_count=3225 8048 25045 2023 26361 6453 5879 24335 32164 16393 6715 23383 16477 2530 16562 7664 5989 1330 10563 18013 1210 2923 7346 12389 12205 5838 7745 19641 4613 7396 21473
internal_value=0 -0.0493354 -0.0670829 -0.0872872 0.0129714 -0.0509164 -0.0643059 -0.152908 0.00662503 -0.0241743 -0.0248397 -0.223701 0.0647546 -0.12852 0.0483191 0.0790607 0.0908279 -0.100526 -0.144305 0.148069 0.065233 0.036051 -0.103895 0.104156 -0.0526907 0.00875436 0.0425304 0.0378544 0.114066 0.0126336
internal_count=361931 332372 265272 216670 48602 131105 124016 85565 67100 42149 69191 42838 29559 54825 42055 34391 26334 42727 52802 7089 23804 20881 36240 13535 23851 35434 27689 28402 12009 45808
shrinkage=0.00085349


Tree=1481
num_leaves=31
num_cat=0
split_feature=785 470 395 203 471 1065 56 544 12 232 1243 1235 832 1470 716 651 332 996 487 1322 596 1085 507 1469 1154 953 485 292 705 416
split_gain=86.775 74.6561 86.4323 57.6231 53.2685 48.844 45.1052 42.4299 39.1756 38.4331 37.2712 36.7769 36.4041 35.7898 36.9255 34.0478 33.3375 37.4707 32.8645 32.1909 32.0303 31.0902 31.0688 34.9813 30.3073 32.516 30.214 29.5173 29.2349 30.6796
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.35930717134390644 1.0518754624258557 1.0000000180025095e-35 1.0000000180025095e-35 -0.59727736220901595 0.92584771804271815 0.14000445396469943 -1.24934742919911 -0.55570228183368064 -1.2126727935954851 0.94379110397197929 1.1107569744011787 0.65944866827063242 1.0565563832172893 0.013234244600584715 1.1026701529524578 0.85969605735913768 3.5775253332674297 1.0941628986121894 -0.69687815992900026 1.0000000180025095e-35 1.0000000180025095e-35 -0.078655289782800383 1.0822039450126952 0.89008618839080589 -0.28109694920831046
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 10 8 13 24 -6 16 11 19 18 27 21 -7 -10 -18 -4 -3 -14 -15 23 -16 25 -1 -8 -2 29 -13
right_child=1 4 12 -5 5 15 26 -9 9 -11 -12 28 20 14 22 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.976190777198879e-05 0.00010202935150995485 -6.6612005064597062e-05 4.9724429938689177e-05 -0.00026599132230412705 -5.318741957892954e-05 -4.3514351897517308e-05 -0.00011607675376980272 -5.1391760912919644e-05 4.7263217650330421e-05 -7.3445216159357977e-05 -8.7281596966492129e-05 -6.6527691739665272e-05 -9.3904083941694918e-05 -0.00020637450673834952 0.00017015270695964273 -0.00033250305981366373 0.00019748457478335247 -8.8581640088145422e-05 -7.7987568697556112e-05 -0.00032283425049248155 2.239634028002295e-05 0.0011321711999164312 0.00032997970273170312 -0.00023817632082311042 0.00016644691843808895 0.00012387631394586936 7.5882456721415315e-05 -0.00034187170509528245 8.0088805942305009e-05 1.8848743126584191e-05
leaf_count=5337 3208 19462 19269 20163 9355 4925 6011 8361 16878 4304 42806 23988 43736 31870 1270 1391 9796 1347 10343 2056 9413 46 699 2645 9876 5985 6516 700 10527 29648
internal_value=0 -0.0530558 -0.0941858 -0.16885 -0.024536 0.0317389 -0.130703 0.0672111 0.0576019 0.0895193 -0.0497219 -0.0243925 -0.0497659 -0.178902 -0.209495 -0.130788 0.116513 0.198423 0.010501 -0.110412 -0.086734 -0.246913 -0.00642464 -0.106971 0.11654 0.0434289 -0.0108024 0.0312393 -0.000565998 -0.0217538
internal_count=361931 332372 155889 73128 176483 47996 52965 29559 41680 32325 128487 85681 82761 40438 36530 6316 28021 11143 29612 21518 53149 31916 4614 3915 21198 11322 12527 3908 64163 53636
shrinkage=0.000820348


Tree=1482
num_leaves=31
num_cat=0
split_feature=785 181 837 1286 712 8 942 1463 567 578 1450 718 470 508 784 926 620 1237 1467 263 540 616 427 498 927 11 1304 954 183 215
split_gain=92.6406 64.8541 52.5883 45.1486 44.0853 40.5798 41.7704 47.9765 39.9564 36.0517 35.0862 43.9011 70.7749 66.2873 48.2808 48.0222 35.7473 33.2115 33.0407 32.7769 32.5976 30.6836 30.7937 36.7665 30.4785 32.4213 29.8762 29.7539 32.9072 40.2074
threshold=-0.86283290253235112 1.0000000180025095e-35 0.64384972645585192 0.78161905918100072 -0.63779424894106762 -1.3201780167189929 0.44633743931240322 -0.098319110425498166 0.98191358321475442 -0.87905496296652397 0.88343564287383192 1.0159173274103563 0.66595742291584703 0.93928964529742032 -0.90362276233551631 1.0000000180025095e-35 1.5209264779549863 1.4298092310842805 -0.29368347943054773 1.6445160113075163 1.6305215107933637 1.0032126598012274 -0.60706248525251094 1.8624117431693454 1.0483613175537825 -0.42129106556329554 -1.2519738572323926 3.5442616861027205 1.0000000180025095e-35 2.569306742840157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 -1 -5 21 20 -4 -6 11 12 15 16 -14 26 -13 24 -12 -3 -8 22 23 -7 25 -11 -2 28 -16 -30
right_child=1 19 8 5 9 6 7 -9 -10 17 18 13 14 -15 27 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00015403398997411035 -0.00015337582522344836 -0.00011730491287452529 -0.00011005101472348891 -0.00021276834760402109 0.00026557182166846562 -0.00014521114748345946 7.3349266094631537e-05 0.00026891522558754137 3.7721507084370127e-05 -5.9029029438931511e-05 0.00011934804551434808 1.1081421837555383e-05 0.0001844513772709555 0.00024439301934312744 3.5805191148872433e-05 -0.00014566987984594549 -0.00027084655685202612 -0.00018438313942764005 -2.7991898158563677e-05 8.3756379797258668e-05 -0.00041099915357807381 -0.00017348350962222541 6.8757739056709297e-05 0.00042575150293096861 0.00027159983468894597 0.00010626109063733587 -3.176153947614954e-05 -0.00049119244013241586 -0.00014583529910697161 0.001153533932640093
leaf_count=3225 11230 66760 50496 2580 3439 4960 6381 5145 8329 5707 9575 15879 4843 3987 15481 38369 1885 1734 11917 3060 482 3697 16525 392 2638 12816 44490 381 5459 69
internal_value=0 -0.0511106 -0.036448 -0.0205758 0.0735238 0.0434175 0.0595762 0.159339 -0.0997815 0.100257 -0.0374419 -0.0506422 -0.0678506 0.039089 0.0243512 -0.100027 -0.0208715 0.0706679 0.0428471 -0.120998 0.044077 0.00889544 0.0358002 -0.111196 0.0932864 0.0643298 -0.0596789 -0.0173665 -0.00658919 -0.145881
internal_count=361931 332372 262552 203727 29559 40162 37582 12008 58825 26334 163565 142073 120322 21751 26233 94089 17764 22895 21492 69820 6863 25574 21877 5352 21161 18523 55720 21390 21009 5528
shrinkage=0.00087056


Tree=1483
num_leaves=31
num_cat=0
split_feature=51 1423 795 1246 728 485 671 646 617 470 864 899 1002 660 862 982 353 1249 1010 1365 474 828 629 283 1113 569 395 1187 705 567
split_gain=36.2978 33.4551 31.8462 41.3597 38.807 36.644 35.9261 34.4791 31.7657 31.0134 31.0033 32.4795 40.2419 30.5856 30.2046 32.7988 31.5386 30.09 29.3634 28.9625 31.9453 28.3603 28.1163 27.9676 27.7254 27.1726 27.1405 30.2976 29.6217 26.9599
threshold=1.0111847875080273 1.0000000180025095e-35 -0.29258408639884992 1.0670065391734203 -0.90320472132347296 1.5627415910280924 2.6425086185778714 0.52332193018248507 1.6614250791469047 0.66595742291584703 0.72275257928592751 -0.36344406463469259 0.69854289147193727 -0.72421686037558375 1.0000000180025095e-35 0.019109749683492886 0.12754213520172089 1.3444391163374314 1.0000000180025095e-35 2.0426043571165486 1.0000000180025095e-35 1.2405144092955283 0.14235281755131171 3.2009538167291431 0.4071302643762027 -0.8803382114328292 1.0000000180025095e-35 3.2675332392559961 0.74446833870346218 1.5919977766700375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 17 10 -8 9 13 11 23 14 24 16 18 -13 22 21 20 -2 -16 -4 25 -1 -6 27 -15 -28 -18
right_child=19 -3 4 -5 6 -7 7 -9 -10 -11 -12 12 -14 26 15 -17 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0007842419125988155 -0.00032658087835813057 -0.00028132717100532671 0.00060321543629420339 -0.00040363685878283241 0.00024644620132261195 0.0015529922037822435 -0.00037107526095556467 -0.0025559183164352559 -0.00035305239715068969 0.00064983333661907457 -0.00059475026473522269 -0.00052678415907776038 -0.0005827396304179227 -0.00024573825269085057 0.00055660950611047765 7.090733229942229e-05 0.00016463045400101907 -0.0010366382396994277 0.001183954372250404 0.00096932545128335654 -0.0013471730905782113 -0.0013258880937955957 -0.00020927524647028277 0.0050903952916914836 -0.00017067314856991452 -0.00055111096503103767 5.8225930461353642e-05 0.0072972180281073657 0.00081313201332212633 0.0023906965367091553
leaf_count=12661 46651 62436 10859 15337 6299 1901 1697 1318 12882 17167 15008 11859 8582 25232 4470 14941 8016 2251 7396 1786 6547 1160 7052 108 4432 25511 20751 50 7016 555
internal_value=0 -0.00792611 0.00301007 0.0301431 -0.0209285 0.0594937 -0.0394533 -0.267266 0.045746 0.0587935 -0.0320047 -0.015837 0.01459 0.0371251 0.0396581 0.0840256 -0.0293246 0.0314893 0.163104 -0.0763724 -0.0879425 0.042292 0.0587124 -0.0769046 0.115812 -0.0810832 0.00995573 -0.0477371 0.0541916 0.0704013
internal_count=361931 306947 244511 115528 128983 22063 106920 3015 100191 87309 103905 88897 56979 70142 48397 27967 20430 20162 13026 54984 53198 5630 17911 31918 17093 31810 53049 25282 27767 8571
shrinkage=0.0047375


Tree=1484
num_leaves=31
num_cat=0
split_feature=470 602 416 616 1464 1454 1449 62 1465 1028 1450 21 1458 3 1363 534 1457 279 1454 1469 907 565 1462 264 1466 945 1454 1364 1309 760
split_gain=35.6306 58.907 37.6874 33.7909 32.0958 39.6212 45.0038 37.2706 35.1196 34.8144 33.2453 30.0938 30.0206 29.5005 28.6935 28.6787 30.1522 30.0716 27.8276 33.7937 27.822 33.2687 28.1138 27.6433 27.2591 27.1774 26.9083 26.7725 26.6112 26.6072
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.38898931724748359 1.0000000180025095e-35 1.5993600128483978 0.67485211051868899 2.2529671283962887 1.0000000180025095e-35 2.4014220305861813 -1.271019091203941 0.95337257963916655 1.5676574675808517 2.6054386111478895 -1.1381494436365307 1.0000000180025095e-35 -0.65191143814350749 1.9381496379694476 -1.3378032505068285 0.23288809561270282 0.18829243417506566 -0.70684938986879164 -0.34231119402535221 0.79865288842650972 3.0032700312607088 1.8034554541046581 1.9181452473571214 0.26694463105986505 2.6312099436705174 1.3388889050440367 -0.1269571275050391
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 12 5 7 8 18 23 -9 24 -10 13 -4 -1 16 27 -17 28 26 -19 22 -22 -7 -8 -3 -20 29 -2 -11
right_child=4 25 3 -5 -6 6 10 9 11 15 -12 -13 -14 -15 -16 17 -18 20 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00065691281990083359 -0.00029903897733923526 5.1711517868470642e-06 -0.0015403402501381826 -0.0011566539342075272 0.00052483941091844644 -0.000579202122866311 0.002661273611167633 -0.00042283791195858457 0.00017948211965501662 0.00023274345607367646 -0.00022423620381844742 0.0032974183496427855 0.0018480338286249107 -0.00013928561746731692 -0.0016872901722227785 -0.00085110833955850246 0.0018792196468879533 0.00091184325115818774 0.0079521235539358678 -0.00093790380085021798 3.8042801057085078e-05 0.00056740349627569021 -0.0016957222470174813 -0.0038116588621377677 -0.00044442285754600045 -0.00095840000842604967 0.00099853231075492949 -0.0022681792784387698 0.00050286742561078234 -0.0004293373690441962
leaf_count=22856 55970 85656 3486 8208 11753 24968 1060 11526 1996 17183 1552 330 797 37093 8231 2302 768 11065 62 1345 9786 19389 1116 268 375 4252 3631 555 4807 9545
internal_value=0 -0.0431051 -0.100691 -0.0602828 0.00323826 -0.00439128 -0.0745623 0.0107761 -0.103241 0.0393081 0.162606 0.140469 -0.034838 -0.0459179 -0.186051 0.0542732 0.00298442 0.0883505 -0.0318977 0.127311 0.0998837 0.0667229 -0.0286806 -0.127655 0.385451 -0.00706816 0.231656 -0.00894407 -0.0461478 0.000207282
internal_count=361931 170579 80671 49584 191352 179599 30549 149050 27562 83235 2987 2326 41376 40579 31087 71709 28051 43658 65815 5038 41356 30291 10902 25236 1435 89908 3693 27283 60777 26728
shrinkage=0.00483225


Tree=1485
num_leaves=31
num_cat=0
split_feature=21 1430 1298 1022 1444 959 1469 428 1462 547 712 1430 1437 225 1020 346 651 1319 1071 588 629 706 365 560 1361 1223 777 775 1470 1262
split_gain=34.8757 35.8459 62.1288 52.2564 43.6761 42.0979 37.0381 39.0596 34.7681 33.8926 32.6924 31.3443 30.6477 31.4833 29.6801 34.6805 29.1987 31.4617 27.8707 27.9363 27.4073 31.3705 27.1584 27.4915 28.6511 26.8845 30.1133 25.8273 25.4657 36.5818
threshold=-3.2545899522946695 0.54622893720785959 1.0000000180025095e-35 0.67527595557081987 0.61050815248025436 -1.2907225086880219 -1.2201123333327371 -0.94800186816568355 0.64216061943476632 2.6871848640237861 -1.5590971551374573 1.0000000180025095e-35 1.0000000180025095e-35 -0.53726257999371885 0.44670980992553178 -0.10321047508264365 1.1107569744011787 -1.9061454630617805 0.69084194168817237 2.250834115212506 0.86828621130637706 2.168314495256825 1.4617216269639346 1.6590601587821199 4.2403057119003629 1.0000000180025095e-35 -0.78652535839146887 1.9041994385711949 -0.32567218528445913 -0.41191224969038037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 25 -7 -8 -1 11 -5 20 13 -4 -14 -16 22 -18 19 27 28 -22 23 24 -3 -2 -27 -19 29 -9
right_child=1 16 12 10 -6 6 7 9 -10 -11 -12 -13 14 -15 15 -17 17 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0037206053735469075 -0.0014777104167762929 0.00026827451803438908 0.00015866804311098008 -0.0029729662796605287 -0.00097284036083623046 0.00041799698534094514 -0.0010252007471644262 0.00051092643085005505 0.0028638634726905121 -0.0020425907807104043 0.001907339513013124 9.9012314546166843e-05 1.7093582352995301e-05 -0.00027090614107591252 0.000829725576052916 -7.0374919914402561e-05 0.0037204617732812559 -0.00019678718989077983 -0.0012632052617605287 0.0018441395582667051 0.00023146798673505061 0.0062265329439532714 -0.00051256149890518987 -0.00041641244471386264 0.0020349569482199445 0.00092072751860186272 -0.0008035456869742903 -0.0034318947527863489 -0.00079314643807943525 -0.0006192125658854346
leaf_count=89 12364 60894 28953 167 17168 7954 9889 5887 627 1796 1317 24569 43215 62236 10896 6600 161 7207 3112 604 4947 84 5964 5877 813 1597 7265 281 20007 9391
internal_value=0 -0.0163412 -0.0300234 -0.0729845 -0.0797244 -0.0627284 -0.0436153 -0.0618486 0.446079 -0.0434717 0.311688 -0.0363395 -0.00123455 -0.02915 0.0352666 0.107356 0.022131 -0.0805864 -0.0954793 -0.0284648 -0.0824925 0.0765266 0.0380428 0.0498738 0.0636267 -0.188489 -0.0987572 -0.0669051 -0.108838 -0.0355691
internal_count=361931 361215 276302 124402 122918 105750 84524 76570 716 66681 1484 64885 151900 91189 60711 17496 84913 11365 11204 8092 40316 5031 73548 67584 61707 21226 8862 7488 35285 15278
shrinkage=0.00464461


Tree=1486
num_leaves=31
num_cat=0
split_feature=890 407 785 871 497 710 921 990 930 1235 21 708 809 746 1031 21 1049 705 1185 1465 1452 1470 747 334 681 1466 717 566 852 993
split_gain=80.2346 87.3847 64.4897 57.528 55.3692 49.3295 66.6269 61.8663 60.0013 45.3464 52.6831 43.2497 43.0212 72.029 43.9897 41.309 40.9791 48.1393 39.1833 37.9924 37.9803 39.2149 37.2146 40.0456 35.5317 34.799 34.6978 36.2799 34.0174 35.0233
threshold=-1.0182342416987082 -1.2965003005540392 -0.86283290253235112 2.4008401756919917 2.2206245932530155 1.8739714802800056 1.0525743831388839 1.09266583130301 1.0000000180025095e-35 -1.24934742919911 -0.32341995197817647 0.2371187220269009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 1.342371635369997 0.73161970490752004 -0.98470171377895133 -0.53045922565799619 0.075388382208316021 0.62834624676562223 1.0000000180025095e-35 2.3589082062198705 1.0000000180025095e-35 0.4267932804440957 1.0000000180025095e-35 2.0449780822036492 -0.22706799479215015 -0.89727091510114898
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 19 4 5 6 9 26 18 -4 11 24 13 -1 -15 -14 17 -6 -7 -3 -20 -22 -12 28 25 -11 -8 -28 -24 -30
right_child=1 2 3 -5 16 8 7 -9 -10 10 22 -13 15 14 -16 -17 -18 -19 20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00030582085077596026 -0.00011497577150869684 -2.1186432877218076e-05 -0.00015583525422125272 -0.00021278874733369254 5.5661096187037645e-05 -0.00027670799855901386 -9.7149542449804626e-05 0.00023700634035009696 -1.9620142537742228e-05 3.9251814430998445e-05 -0.00012110411587497244 -8.6807118825440804e-05 1.5130518170191702e-05 1.7249433330560752e-05 -0.00017105835215556721 -9.6968053789598532e-05 -0.00012829839863710669 0.00034598566103264127 0.0001458425410976805 0.00012995851406377067 0.00032713986465193957 0.00092665938949205214 -9.2634761834713716e-05 -0.00032519447061695009 -0.00013863471976920764 0.00019194347757406339 4.6727434441654907e-05 0.00052436205040716272 0.00015298588535765648 -1.8874735413623444e-05
leaf_count=18058 36838 8045 14695 7232 3837 542 7053 4895 7758 21446 25530 10140 20394 9258 13250 35517 1508 2951 3164 16731 1503 383 20983 2073 3670 6035 11534 456 4295 42157
internal_value=0 -0.0211146 -0.00698024 -0.0200806 -0.0142279 -0.0225568 -0.032647 0.0706568 0.100495 -0.0502118 -0.0392962 0.0255085 -0.1027 -0.176974 -0.100389 -0.0652911 0.14477 0.211496 0.261876 0.0947263 0.313099 0.535589 -0.0673367 -0.0426704 0.0643354 0.0876919 0.0146561 0.0789561 -0.0348866 -0.0038118
internal_count=361931 265454 228616 203840 196608 188312 174962 23938 13350 151024 136329 41291 96477 40566 22508 55911 8296 6788 5592 24776 5050 1886 95038 69508 31151 27481 19043 11990 67435 46452
shrinkage=0.00085349


Tree=1487
num_leaves=31
num_cat=0
split_feature=785 728 125 395 703 544 1470 1148 804 1452 617 1465 141 724 922 507 1458 890 388 1459 1323 1464 21 1470 854 982 708 647 590 348
split_gain=90.884 67.4254 47.9266 78.9065 43.0668 42.9817 41.082 38.346 41.751 37.5114 35.8375 33.5896 31.578 31.5132 37.7613 35.2994 32.7847 32.2568 31.4197 31.3576 37.7766 36.8665 30.462 29.9403 29.9118 29.738 34.4206 29.117 67.0134 28.8834
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 1.0000000180025095e-35 -1.2126727935954851 0.85514867284464147 1.3537602816678871 -0.76841635434299438 1.6614250791469047 -0.58077491096849221 0.095465115248672336 1.0000000180025095e-35 0.42493903293023605 1.0941628986121894 -0.50691198241461255 -1.3230736206490437 1.0000000180025095e-35 -0.31424627443252701 -1.0065908867703655 -0.065515111140320159 -1.0798509198017876 -1.3782462404802098 -0.87473648844905705 3.0854258727671673 -0.55689657685208205 -0.87782724458594241 0.58895901036483078 -1.2239035338659037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 -4 24 -2 9 -9 11 13 22 -5 14 15 17 -15 -8 27 21 -21 -11 -6 -22 -1 29 -27 28 -3 -20
right_child=1 18 4 12 7 -7 10 8 -10 19 -12 -13 -14 16 -16 -17 -18 -19 25 20 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00032574166837699725 4.0091007825239439e-05 -7.247408834867157e-05 -0.00015260591732853637 -5.6254879702301937e-05 0.00048302412600531201 -4.5620886664787477e-05 -0.00037514317439316531 4.847574756082335e-05 0.00029831148063190407 -0.00011916528274680577 -0.00035642350625926419 7.016885965195349e-06 3.7411971792530749e-05 -0.00028072180342042757 -0.00029837513343551701 0.00042828023325940611 -0.00011515303001622928 8.1295114411098244e-05 -0.00043893909567369369 -0.00016105477555344326 -0.00083724846565349999 4.9835235529725892e-06 0.00011657284170945396 2.9484603489803883e-05 9.163130953954454e-05 0.0011514787121286927 -0.00062360245252423381 -8.3599815672852094e-05 0.00043293288642089856 -0.00015508324707825128
leaf_count=2141 5065 3918 7397 29121 869 8361 1335 19566 2401 22242 7573 14724 24839 10227 1664 861 18695 3563 3341 5092 147 14091 6525 36440 19057 146 103 74532 1190 16705
internal_value=0 -0.0435739 -0.0246277 -0.0644721 0.000833389 0.0798634 -0.147645 0.00948544 0.0868985 -0.00856077 -0.177896 0.0668329 -0.0129646 -0.15156 -0.0108205 0.0834837 -0.192668 -0.00924167 -0.0999575 -0.0309126 0.00820717 -0.0775993 0.17881 0.0295377 0.129581 -0.203591 0.65642 -0.0808591 0.0826133 -0.217589
internal_count=361931 332372 232437 102943 129494 29559 48983 122097 21967 100130 43918 22118 53960 36345 7423 5759 28922 4898 99935 78012 41679 36333 7394 36587 21198 20295 249 79640 5108 20046
shrinkage=0.000887971


Tree=1488
num_leaves=31
num_cat=0
split_feature=545 785 497 1442 382 660 710 925 1097 728 125 464 884 899 852 681 1008 747 690 576 1361 1049 583 816 902 322 1447 1454 1466 1463
split_gain=78.948 73.1481 57.2127 52.8586 47.0588 44.714 46.1477 51.3014 42.2615 46.4992 42.2187 46.3755 47.1603 42.7961 41.3975 41.0032 39.2098 37.2293 35.7277 35.6931 34.9799 34.0292 41.88 33.6767 33.4818 32.7149 32.3406 32.1458 32.2464 41.6736
threshold=-1.0372938969678034 -0.86283290253235112 2.0895063784560848 -1.2625182715263061 1.0000000180025095e-35 -0.72421686037558375 1.5115140669602134 1.0000000180025095e-35 -1.2571877020351898 -0.49008176997875957 1.5320262332576917 1.0000000180025095e-35 0.66905551989196432 0.16706861298582809 1.0000000180025095e-35 1.0000000180025095e-35 0.49770748366498269 0.98810451262880827 -1.9929424813423355 0.66546334935299256 1.0000000180025095e-35 1.4069177371033732 -0.55326332990463356 0.98567350059335823 3.4436453420943347 1.4725277493311824 1.2420411362750934 -0.91909735138557946 0.51364500316626394 -0.16651745093505757
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 8 3 20 21 14 10 18 -2 -10 11 12 13 -7 24 16 26 27 -8 -9 -3 22 -4 -14 -5 -20 -1 -13 29 -29
right_child=1 2 4 5 -6 6 7 19 9 -11 -12 17 23 -15 -16 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0001193609042374723 -0.00015543058612835754 -0.00020232741339017363 -1.6350461392118787e-06 -2.1819404244822094e-05 -2.6438548235945265e-05 -0.00019036639033588877 -0.00013564438745494593 -0.0001224090830274003 -0.00015771454496842229 0.00012305188542808496 6.6373877359164496e-05 0.00020187242650339504 -5.3233918967432373e-05 -6.4125412663258409e-05 9.1364262586854294e-05 -0.00021307165353533098 6.3040447967826419e-06 6.0634428243981532e-05 0.00026673896557334917 0.00021799731690355762 -6.4906999016804128e-05 -8.3660404587581111e-05 0.00036689808630148657 0.00021450216355267028 0.00081140323171884597 -0.00030374806473139722 4.1280371409009963e-05 -0.000144686620557607 3.4512726605731113e-05 -2.1124312457247531e-05
leaf_count=52855 2486 15451 1328 34695 5318 30621 1178 5611 2270 21579 7949 1655 6211 19227 17721 14737 21295 10810 5160 1229 22391 1014 3464 1830 141 438 5172 21406 8907 17782
internal_value=0 -0.0208599 -0.0334775 -0.0417466 0.107175 -0.0283083 -0.049486 0.0679432 0.084376 0.11163 -0.063229 -0.0750538 -0.125793 -0.157834 0.0243505 -0.10296 -0.0835199 -0.0363222 0.197583 -0.0641437 -0.12641 0.232434 0.30489 0.018283 -0.0203125 0.264448 -0.116544 -0.0625734 -0.0727515 -0.100425
internal_count=361931 267872 241537 230413 11124 192571 140014 13616 26335 23849 126398 118449 57889 49848 52557 94059 79322 60560 6776 6840 37842 5806 4792 8041 34836 5598 58027 49750 48095 39188
shrinkage=0.00087056


Tree=1489
num_leaves=31
num_cat=0
split_feature=545 785 1442 705 921 401 1097 728 681 769 958 391 1458 1465 885 1452 1457 1008 1463 1455 954 1463 1465 1463 1458 1445 1323 416 1447 1259
split_gain=79.873 73.4971 55.8882 51.5057 48.2988 48.5922 42.8105 46.7935 39.8089 39.5592 38.9709 56.8152 43.8774 53.8468 52.1693 47.5178 39.3997 38.6837 35.1392 40.0899 40.1849 35.1166 60.2725 46.8344 34.4606 33.7166 33.4312 33.2729 33.1327 32.4643
threshold=-1.0372938969678034 -0.86283290253235112 -1.2625182715263061 0.86867179873090239 0.62154522891879982 0.66778437295061321 -1.2571877020351898 -0.49008176997875957 1.0000000180025095e-35 2.1003186601285262 1.313041538630376 1.475049428936581 0.084403803362298288 -0.41120921193798426 5.4658443334279108 -0.63504016340352343 1.5723103033889971 0.49770748366498269 -0.043407658172389896 2.3471481811667676 2.9053803668447165 -0.23884079478003004 -0.39749697962010117 -0.25589234859845938 0.044286003631707406 1.6380901172106308 2.5971848210182178 3.2292583109233575 1.2420411362750934 0.22779783767111714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 6 25 10 5 27 -2 -8 17 -6 12 26 13 14 15 16 -4 28 21 24 -21 23 -23 -15 -20 29 -12 -5 -1 -3
right_child=1 2 3 4 9 -7 7 -9 -10 -11 11 -13 -14 18 -16 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011397484595038723 -0.0001476893690770528 -2.7901547773009971e-06 -2.7394586473972639e-05 -3.9056000082082073e-05 0.00011810079459921322 9.8895394043850346e-05 -0.00014902475065005098 0.00011113881906231535 -0.00019859737368407648 0.00072460264936999622 5.8034511779147476e-05 -0.00036200005071223906 1.6777346153177305e-06 -5.3025763633128019e-05 0.00080283363744622707 -0.00015707490302680627 0.00061689065761978755 1.5204447081956399e-06 1.4825918883776394e-05 0.00044486599926956257 -0.00090984774433828033 0.00087770704492318185 -0.00022612511853249898 0.00055181098377215469 -0.00036095650701116179 -0.00018694588105730786 0.00048208935434980021 0.00076912475964703716 3.6168006987063092e-05 -0.00013769651019573416
leaf_count=52855 2486 13750 7576 29587 8541 9499 2270 21579 14737 295 13867 1168 40878 27441 143 31750 253 21295 22343 839 60 133 6122 388 798 13671 530 144 5172 11761
internal_value=0 -0.0247561 -0.0373909 -0.0240561 0.0355786 0.00309414 0.0808212 0.10831 -0.107277 0.173185 -0.0443557 0.0595468 -0.056172 -0.0825978 -0.148121 -0.154071 -0.00262564 -0.0881478 -0.0406844 0.021672 0.437621 -0.08781 -0.243398 -0.0546708 0.00294677 -0.122563 0.0939408 -0.0432801 -0.120928 -0.0764988
internal_count=361931 267872 241537 202355 48066 39230 26335 23849 94059 8836 154289 15565 138724 97846 39722 39579 7829 79322 58124 24040 899 34084 6255 27829 23141 39182 14397 29731 58027 25511
shrinkage=0.000804263


Tree=1490
num_leaves=31
num_cat=0
split_feature=470 464 678 330 341 1047 785 56 1323 1382 705 1470 803 710 1465 528 789 886 125 813 728 520 1466 898 323 346 781 1169 347 1465
split_gain=79.8585 109.016 54.6652 55.5378 50.3229 44.6374 44.1954 43.305 42.7623 40.6727 35.839 35.1614 40.1574 38.6162 39.1691 34.672 34.3018 36.4135 33.1021 32.7911 32.084 32.4592 31.766 29.7559 29.4154 31.3394 28.9181 28.9569 28.825 29.1559
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.44542865074340127 1.6369401821412268 -0.64366902969566719 -0.86283290253235112 1.0000000180025095e-35 -0.76788633206863777 0.081171891487753292 0.85154028700297968 0.068550307298219079 1.0000000180025095e-35 0.72813836720453329 -0.61646786488663829 0.46114165859435363 1.1248358748350926 -0.56028990723182226 1.5320262332576917 0.44561103650162237 1.0000000180025095e-35 1.0000000180025095e-35 1.5396925750170321 1.198562221879899 1.0000000180025095e-35 -1.1545887204128136 1.0000000180025095e-35 1.3563391952969075 0.81856712248313157 -0.17812979263601394
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 16 8 5 -1 -3 11 18 26 23 15 -13 -14 -15 19 17 -2 -4 -7 21 -8 -21 -10 -19 -26 27 -5 29 -17
right_child=2 6 3 9 -6 7 20 -9 10 -11 -12 12 13 14 -16 28 -18 24 -20 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00025203134439516316 3.7615671142906907e-05 0.00011879390526321624 -0.00014385235889901075 0.00013186648205353445 -0.00032821983138641835 -0.00024381807216385134 -8.3096381081473159e-05 1.2005694465201883e-05 -5.7635016365841603e-07 0.00018146693865181133 8.1786018993553088e-05 -0.00034381103451137023 -0.00017763112344780732 0.0007841379711672939 -5.6213278314972724e-05 -0.00027725700251450915 -0.00014576797257334062 -0.00012107752970527103 0.00013340577507582965 1.7348479285862111e-05 -0.00011035096954350493 1.7614345585062518e-05 -0.0004944829967106877 -0.00016687457213139382 0.00027902397610159234 -3.5497926719747784e-05 -7.7118557858881339e-05 -0.00017516432544107974 0.00025507953795489207 9.7724944011195076e-05
leaf_count=15452 20762 6813 14166 8771 13354 9684 21562 12181 36733 10833 18312 9100 6751 403 729 1816 14616 22598 1831 6383 26330 35060 684 4918 1411 29383 5578 1440 1969 2308
internal_value=0 -0.0795111 -0.0110631 0.0205201 -0.156005 -0.133836 -0.0308966 -0.102502 -0.0091211 0.10072 0.0145897 -0.147326 -0.240644 -0.114344 0.287447 -0.0848 -0.0535657 -0.0346068 -0.114848 -0.151222 -0.0463572 -0.0194928 -0.0335593 -0.0201986 -0.0675192 -0.0222292 0.0333115 0.10025 0.0598599 -0.0575326
internal_count=361931 170579 191352 102582 80814 67460 89765 52008 75960 26622 59963 39827 16983 7883 1132 22844 88770 74154 15997 16751 82952 56622 7067 41651 53392 30794 15789 10211 6093 4124
shrinkage=0.000923845


Tree=1491
num_leaves=31
num_cat=0
split_feature=785 728 516 143 728 791 513 1234 746 578 1154 579 803 627 597 126 954 1244 21 595 606 575 338 975 567 1298 1100 1292 953 1458
split_gain=105.458 77.5626 54.4921 52.1191 50.3666 45.5453 51.4854 54.5307 43.5093 38.6275 37.8611 38.3307 36.2907 37.5577 35.1457 41.8402 34.0383 33.5144 33.3839 33.0616 32.8528 32.5523 31.1875 31.0947 30.9471 30.5943 30.4505 30.4129 41.7158 30.217
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.72319605263816955 -0.49008176997875957 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 0.66766320980544069 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 0.85523949479533445 -0.35369026901295375 1.3592535390735871 1.402259659649604 0.98873640907070304 1.2074346723144964 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98257908251360637 0.24898767976083933 0.69342415840256622 1.0000000180025095e-35 1.0486018294583193 1.0000000180025095e-35 1.0000000180025095e-35 0.20667703603638712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 29 -1 12 26 -8 10 -6 17 -12 13 -5 -14 -16 19 25 21 -3 -15 -11 -23 -19 -17 -2 -7 28 -20 -4
right_child=1 16 3 5 9 6 7 -9 -10 18 11 -13 14 20 15 24 -18 23 27 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014674160298510841 -0.00022773384145038762 -8.7751701943679893e-05 -0.00011272830472160064 1.9332023719340152e-05 0.00026247102426936973 5.9462039924564049e-05 0.00030743140225676218 5.5517876710985097e-06 1.4579221703558299e-05 -0.00011431195829239297 -8.8779048716479606e-05 2.7950649693617832e-05 2.3401897962497472e-05 -0.00013003960528831741 0.00030243122266295863 0.00012160129791130607 4.0350935137569802e-05 0.00013618945199682026 -9.740613820111068e-05 -0.00019389784765409582 -1.9976837460781345e-05 -0.00016615625013688661 0.00015154173410051813 -0.00021565002738669793 -0.0010794344384673072 -0.00010092880619258571 -9.5638278967702598e-05 0.00020970821768553189 0.00017498233271006535 1.1141463989089892e-05
leaf_count=3396 18095 74427 21523 24750 3407 18093 4174 2810 16941 4683 27847 13567 12908 15910 2347 127 5961 2866 3127 19547 17800 1208 3994 1558 117 15741 6177 6300 3444 9086
internal_value=0 -0.0542895 -0.0339964 -0.00739709 0.0783134 0.0141949 0.0827551 0.233472 -0.0770955 0.107886 -0.102378 -0.0590014 -0.0143486 -0.0394662 0.0735775 0.287245 -0.114406 -0.163318 0.0772172 -0.127373 -0.0860857 -0.0130181 0.0994911 0.0298848 -0.521057 -0.192444 0.0328222 0.148516 0.0505648 -0.0895197
internal_count=361931 332372 232437 135822 29559 105213 31254 6984 96615 26163 79674 41414 73959 58460 15499 2591 99935 38260 22756 93974 33710 9885 5202 4424 244 33836 24270 12871 6571 30609
shrinkage=0.000820348


Tree=1492
num_leaves=31
num_cat=0
split_feature=785 728 51 712 586 136 666 854 43 595 1161 125 322 848 21 661 590 537 1329 1112 1463 771 1395 665 1122 737 1250 852 1428 5
split_gain=109.868 71.377 52.4234 52.086 42.4075 42.2864 40.1994 37.7667 36.919 33.5448 32.3728 31.1245 29.487 28.923 31.3578 30.3066 47.5997 40.0242 29.8291 29.2704 28.8425 28.7972 28.7862 30.2227 28.5662 28.1886 33.5907 28.3407 31.0562 29.9204
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.55233311529615603 1.0000000180025095e-35 2.2575337098986954 -0.87473648844905705 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4725277493311824 -0.80540838421665562 -1.6471741456694959 -0.59275567010655072 0.58895901036483078 0.44238072866629086 -0.18545265002268457 2.0392883953790566 0.093599294775546141 1.5265272373495906 2.1116406259308422 1.0000000180025095e-35 0.79579885031402708 1.0000000180025095e-35 -1.1076659410081089 1.0000000180025095e-35 1.8149162610659533 -0.86465436370232229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 -4 -6 8 -5 21 12 24 -10 13 19 18 16 -16 -18 -15 -3 -17 25 23 -8 -9 26 -2 28 -28 -29
right_child=1 9 4 7 5 -7 22 10 11 -11 -12 -13 -14 14 15 20 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0001662601625814786 -0.00020861940525516247 -9.2139910973589704e-06 -0.00015694138241429908 0.00030819377112898538 -7.7275848846592701e-05 3.451327883789477e-05 1.8662888875689673e-06 2.7041911031662528e-05 -0.00016614778882342515 -0.00019151554481319563 0.00012517952235378162 -2.8595996258259225e-05 -0.00023134160506445799 0.00057736297545050454 -6.8288207404083593e-05 -0.00015492916070272353 -9.9399784388603174e-06 0.00055425444886109229 -0.0001043353247730901 0.00037309878724389224 -4.7010275987527745e-05 -0.00020493183430425539 -0.00066930327804075361 0.00027693705620720555 -0.00027372354286739792 2.6364984301228513e-05 -4.2682868592973712e-05 -0.00019686161229754667 -0.00033895197582848344 7.4030530919055756e-05
leaf_count=3225 4212 11633 20721 2530 51918 15550 2163 7417 13087 20323 15180 15806 7036 541 7484 33837 921 788 638 710 16024 2454 134 2929 1207 65637 22660 1604 1414 12148
internal_value=0 -0.055042 -0.0355799 0.0804447 -0.0807245 -0.0551985 -0.0111406 0.109487 -0.0186517 -0.112766 0.0836119 -0.0948931 -0.0932377 -0.080624 -0.103296 -0.110954 0.00898121 0.321219 0.293694 0.0203968 -0.135928 -0.00226367 0.162474 0.186654 -0.0160457 0.00281514 -0.0402971 -0.0221066 -0.0673611 0.0516665
internal_count=361931 332372 232437 29559 88189 67468 144248 26334 139022 99935 23804 28893 79612 72576 60233 59054 9193 1709 1179 12343 49861 110129 5226 5092 8624 107675 42038 37826 24074 13752
shrinkage=0.00087056


Tree=1493
num_leaves=31
num_cat=0
split_feature=391 581 1235 269 809 1102 508 772 1076 1004 1061 868 829 909 401 746 566 1002 1430 1367 651 705 954 1187 980 770 296 1249 909 996
split_gain=37.2313 40.6796 41.4013 34.7495 34.145 29.8396 30.6811 29.8154 29.7835 60.0068 52.444 31.9579 30.0541 29.1311 28.4109 28.2525 27.2993 41.0718 31.7712 67.026 32.5372 30.7079 30.7054 28.1301 35.5527 28.4928 27.1336 27.6001 26.906 28.0101
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.24934742919911 -1.2832447556410924 1.0000000180025095e-35 2.3568461994793108 1.0000000180025095e-35 -0.70927186009467091 -0.58297395077464731 0.59444477453878863 -0.87357009987099121 -0.5942415351291912 3.7136997214813712 -0.1170662232399778 0.66778437295061321 0.66766320980544069 0.48760225212587333 0.69854289147193727 1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 0.67165941385979033 5.4609056438767345 1.0142791320358084 0.68310525240913467 -0.21069339794389377 -0.8071344086688389 -1.2597117492394727 1.0177766212561699 1.0565563832172893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 13 15 6 7 -5 9 28 11 -11 16 -4 -9 -3 18 21 19 -10 26 22 -18 24 25 -22 27 -20 29 -1
right_child=1 4 3 5 -6 -7 -8 14 12 10 -12 -13 -14 -15 -16 -17 17 -19 20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00036449958591221404 -0.00070061293160712259 -0.0012219103489998061 -7.8589191140398962e-05 0.00057304771492143111 -0.0002735164499430982 0.0014265715618252514 0.00049646309002024749 -0.00074313455353496288 -0.00075278355664985309 0.0039973809315604729 0.00026370953086224077 0.0015410744216477694 -0.0018180620551741546 -0.0016111198796280068 0.00055316410888738953 -0.00012436290546782668 -0.00037544745797681375 -0.0010168165551760245 0.0027137031860908971 0.00015201234862895397 0.0012893976017998427 0.00034819471943293447 0.0065494836431429981 -0.0019747556656018223 -0.001740380002030226 -0.00046654630341090911 0.0001780126545087802 0.00064256406647961487 -0.00064412008537869454 -0.00073755866707994589
leaf_count=25207 17982 24613 6265 6373 29782 2554 17693 13647 27939 881 4571 3146 1914 3756 2858 5042 30650 9238 1007 32379 2378 12376 66 1557 1698 3094 52662 10105 6752 3746
internal_value=0 -0.0512242 -0.0149559 0.0139192 -0.101995 0.0391201 0.0232317 -0.0344496 -0.00133613 0.0495303 0.208501 0.381022 -0.0139733 -0.120853 -0.0848864 -0.172352 -0.0113907 -0.0531941 0.00635015 -0.0355539 0.0356889 -0.0243851 -0.0636493 -0.0892836 -0.0316685 0.0520574 0.0528172 0.150649 0.00859137 0.0380345
internal_count=361931 130565 71128 53146 59437 43125 40571 22878 231366 44303 8598 4027 187063 10021 16505 29655 185149 52330 132819 60318 72501 43092 30716 8727 7170 5472 63774 11112 35705 28953
shrinkage=0.00555074


Tree=1494
num_leaves=31
num_cat=0
split_feature=785 728 1080 1022 1361 150 544 619 471 595 1235 858 625 1271 852 1181 421 322 937 1460 1154 953 1151 52 641 970 21 1118 119 1230
split_gain=89.1898 72.904 54.75 56.9316 62.9797 45.3473 41.7202 34.2567 33.7968 33.6676 32.0858 35.7623 31.943 32.3528 30.981 32.1276 31.5411 30.6157 30.2958 29.372 30.2986 32.434 29.3551 39.8484 29.2006 32.5385 31.2799 29.4176 27.705 27.7018
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 -0.45926076786608272 1.0000000180025095e-35 0.83082504555296788 2.9395468797111257 1.0000000180025095e-35 -1.24934742919911 -1.0336692051997565 1.392426968282831 1.0000000180025095e-35 1.0000000180025095e-35 -1.5525499122095814 -0.84152664031876678 1.4725277493311824 -0.58363259351866237 0.9504607190545632 1.0000000180025095e-35 1.0000000180025095e-35 2.4190504380954585 1.0000000180025095e-35 -0.94213053647529932 -0.25012360103839287 -3.9164670491403295 1.8964098321274505 1.4918152506281495 -0.92106560951488936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 -5 19 12 -4 17 -6 -12 13 22 16 -16 -7 24 -17 20 21 -1 -2 -24 -3 -26 -27 -28 -29 -23
right_child=1 9 8 5 10 14 -8 -9 -10 -11 11 -13 -14 -15 15 18 -18 -19 -20 -21 -22 29 23 -25 25 26 27 28 -30 -31
leaf_value=-0.00010010960065425349 -0.00010887171770774056 5.0875032602418734e-05 0.00013015013874078627 -5.402596553510218e-05 -0.00011971507457812491 8.7946137184082495e-05 -5.1194123861900139e-05 9.7086362258933776e-06 -0.00079421942322418701 -0.00018951122447408806 -0.00017829894701089146 8.085749900393953e-06 -0.00036992771052674712 -0.00022274489064910049 -0.00037048676895855688 0.00022922486359893974 -2.915680721619293e-05 -0.00023193988262427013 5.4048487151870894e-05 0.00028214319172189189 0.00015823238685567151 -0.0003018920393596013 -5.0168486883425468e-05 0.0007262839634974926 -3.8340672917299135e-05 0.0007139457440004485 -0.00015325470651186113 3.1602121489748166e-05 0.00085228974593058358 0.00015145018885634942
leaf_count=4633 18945 7623 7801 49367 14137 9211 8361 5287 135 20323 4490 38117 4717 16970 639 3586 39871 7036 17997 2709 8580 459 804 363 32348 139 30954 1364 148 4817
internal_value=0 -0.0519344 -0.0322778 -0.039257 -0.0813981 -0.0096373 0.0701166 -0.157138 0.132737 -0.110294 -0.0372294 -0.010324 -0.186492 -0.163804 0.0226593 0.08476 -0.00744163 -0.0907158 0.096395 0.119073 0.0891694 0.0109023 -0.0986237 0.253147 -0.0778503 -0.0948287 -0.151924 -0.158016 0.152853 0.124606
internal_count=361931 332372 232437 224501 103830 120671 29559 47086 7936 99935 56744 42607 41799 37082 71304 22222 49082 79612 21583 21198 18489 9909 20112 1167 72576 64953 32605 32466 1512 5276
shrinkage=0.00087056


Tree=1495
num_leaves=31
num_cat=0
split_feature=785 728 519 727 382 1431 852 727 923 727 588 278 1230 694 346 784 971 50 149 388 982 708 1048 340 924 647 590 1099 927 858
split_gain=95.2489 75.8052 54.4091 78.8383 51.5152 46.7785 46.951 60.5913 46.7456 43.4574 40.2486 40.2196 38.1648 35.3074 35.1644 35.7165 32.9206 31.8505 34.3899 30.4508 29.5594 34.5998 29.3561 28.8586 28.5173 27.28 66.2215 27.2779 26.8901 26.8415
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 1.0000000180025095e-35 2.250834115212506 -1.1833072469291228 2.3457019632811744 1.2342127532274445 2.4847975134223916 0.9594655836162902 -0.8891902375834092 0.55630078546380823 -1.124318789755608 1.0000000180025095e-35 3.0854258727671673 -0.55689657685208205 -1.5472456338772569 1.3931997016493665 1.8999064755685127 -0.87782724458594241 0.58895901036483078 3.1210475520479206 1.0483613175537825 1.0825608069246189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 -4 12 6 7 13 -9 28 29 -8 17 -2 15 -13 -11 18 -5 25 -21 -22 -17 27 -10 26 -3 -18 -1 -6
right_child=1 19 3 4 10 -7 11 8 24 16 -12 14 -14 -15 -16 22 23 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012485215624697174 1.1574679202982869e-05 -0.00015925707006268333 -0.00022697880892258188 -0.0002849148892531275 -7.4279074489462407e-05 -0.00018451112593956289 -0.00019885592942189836 -0.00037629346750995218 -0.00017523478458215206 -0.0001957411842619758 0.00032074832640885495 -8.9483058228462454e-05 -0.00026858875887065219 -0.00012835099622559846 -0.00030864473181889678 -0.00046938291580175335 8.4571288571378734e-05 0.00040697391914118236 0.00016246455798461413 -0.00025972549621210308 0.00092011301401298052 -0.00061083791768006966 -4.6835244758628949e-07 -0.0002224010573168397 -1.8314502112186967e-05 -0.00016738961842454385 0.00028165289851179743 -0.00067418286087920067 0.00011546562841916029 -0.00044081040053290283
leaf_count=11206 8766 3918 3824 505 4491 32955 10152 3512 45607 1561 640 78077 529 13080 2137 463 14376 1155 4182 20046 146 103 17989 937 3804 74532 1190 134 1345 569
internal_value=0 -0.160523 -0.140525 -0.0267991 0.0511885 -0.150351 -0.137874 -0.181828 -0.223951 -0.0334289 -0.0879391 -0.110487 0.175376 -0.0857611 -0.0986768 -0.0932618 0.0404737 0.222325 0.147253 -0.218374 -0.316218 0.522351 -0.0121736 0.0724002 -0.206221 -0.199885 -0.0445559 0.0977177 -0.124178 -0.145794
internal_count=361931 332372 232437 15895 12071 216542 183587 74769 52923 29559 5700 108818 6371 21846 98666 96529 17008 5842 4687 99935 20295 249 18452 15447 49411 79640 5108 14510 12551 5060
shrinkage=0.000788493


Tree=1496
num_leaves=31
num_cat=0
split_feature=785 728 712 1080 1022 1361 150 1237 854 595 195 927 714 619 1469 625 1436 322 872 1467 872 690 585 762 1189 139 207 593 1113 1244
split_gain=99.3896 69.2589 48.2478 47.5253 51.5194 64.1183 41.3905 35.9167 34.4785 34.3238 33.717 33.622 34.0201 31.9994 33.8756 31.2481 31.7213 30.1733 30.0633 37.1257 29.8037 37.1717 29.652 29.4999 28.9202 28.7095 28.0534 27.8047 33.0964 32.9426
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 -0.45926076786608272 1.4298092310842805 -0.87473648844905705 1.0000000180025095e-35 1.3909106807663625 1.0483613175537825 1.0000000180025095e-35 0.83082504555296788 -1.3263328046252252 1.7319634811773124 1.0000000180025095e-35 1.4725277493311824 0.85297537480346686 2.6212945108504591 1.0000000180025095e-35 -1.0374721545411714 1.0000000180025095e-35 1.4137058901021422 -1.0096337021262032 1.6307671772553987 -0.056979058706651924 1.0000000180025095e-35 1.74614986967857 2.6468990837783966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 13 -6 8 -4 17 20 12 22 14 -2 16 -16 24 19 27 -5 -22 -10 -20 -3 26 -8 -7 29 -29
right_child=1 9 7 10 6 18 25 -9 11 -11 -12 -13 -14 -15 15 -17 -18 -19 23 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00015402110033022016 0.00010649998065879195 3.5330573547710955e-05 0.00029856174222606444 5.5179529562516657e-06 -5.2765655068208282e-05 -2.9053777422757569e-05 -1.4341136858254852e-05 -0.00014648756897743463 7.6672684081384326e-05 -0.000180947490166177 -0.000258264706433578 0.00026529930240732291 0.00011127402441460491 3.00674479495062e-06 -0.00019471028404567385 -0.00041342820388345474 -5.4900461397238185e-05 -0.0002189462568398699 1.0323840350976108e-05 0.00021004690874239779 -0.00021821326278892542 0.00027794336501312065 -0.000143237339316604 0.00025545255259922807 -8.0548095254023177e-05 -0.00012713626915927481 5.5274661960014011e-05 -0.00010917339926663959 -0.00040611369699935585 0.00070195891146573387
leaf_count=3225 1343 10011 2402 3130 49367 27001 32685 1892 3260 20323 689 2725 12541 5287 28275 3210 8971 7036 9614 1464 487 3630 3514 1589 62565 4353 34266 15308 1602 166
internal_value=0 -0.0550685 0.0739344 -0.0358791 -0.0423855 -0.0825435 -0.0141805 0.101897 0.123394 -0.112013 0.118203 0.0974893 0.0676939 -0.159075 -0.187515 -0.205653 -0.186837 -0.0922217 -0.0378995 -0.0642731 0.158743 0.270375 -0.0457601 0.0582759 -0.079437 0.0167144 0.0268286 -0.0767336 -0.151897 -0.121528
internal_count=361931 332372 29559 232437 224501 103830 120671 26334 24442 99935 7936 22040 19315 47086 41799 40456 37246 79612 56744 45541 7247 4117 6774 11203 72576 71304 66951 44077 17076 15474
shrinkage=0.000820348


Tree=1497
num_leaves=31
num_cat=0
split_feature=785 728 1080 195 557 771 1246 728 854 750 1065 1107 11 434 831 1461 1461 1461 1458 1450 1450 1453 872 1455 21 828 1187 1455 1458 1470
split_gain=39.5377 37.8886 34.8218 34.3092 32.9231 34.8008 33.4308 32.3436 31.7453 31.2935 28.1283 31.8738 28.3247 30.2899 27.0261 26.6826 31.3943 48.8775 29.6182 29.1848 50.7983 35.3921 30.5984 29.0448 28.4673 28.2358 29.0771 27.6308 30.0566 31.3009
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.3909106807663625 -0.35952260062872804 1.4820751525130569 -0.064456036560907717 -0.49008176997875957 -0.87473648844905705 1.0000000180025095e-35 1.0518754624258557 -1.3538140519341206 -0.20254272511266302 1.3110405569050985 2.2565722203209058 3.9993613276323443 -0.2634310735630721 0.015972945945272817 0.20667703603638712 1.4893802586901304 1.2758925700186299 1.2041679343814773 3.0757328524286596 0.46304910557563933 -0.70163543588998201 0.98311720836409455 -0.93080345430346545 0.31406523452395613 1.2590019921477786 -0.20346321258382891
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 6 15 -2 -1 -9 14 11 -10 -13 -14 -8 16 18 -18 19 20 22 -22 25 -23 -20 26 -6 -26 -29 -30
right_child=1 -3 3 -5 5 -7 9 8 10 -11 -12 12 13 -15 -16 -17 17 -19 24 -21 21 23 -24 -25 27 -27 -28 28 29 -31
leaf_value=-0.00075762993770191688 -9.3381727318649066e-05 -0.0003472945196808481 0.00079134159082293277 -0.0015786948014408157 -0.00065427010825659193 -0.0011306735838786134 -0.00047626839421539954 0.0015163078565722625 -0.001737145464764967 -0.001468433919406407 0.001224645719663748 -0.00025978634737375636 0.00070425288520272172 -0.0012793482636012919 0.001484187322487022 0.0013126539249652383 -0.002785599207797185 -0.00021377032061157985 0.0008864890060967678 -0.00095104653369574644 0.0012701121001189148 0.0075291974134814024 0.0017744503555918421 -0.0016949638305642008 0.0003996345646675182 -0.00059693889943216913 0.0001486401350065915 -0.001146109671174219 -2.4480483271590463e-06 0.0039235727637664686
leaf_count=3396 53687 99935 7247 689 7446 3195 30629 2511 1004 5833 3119 7929 10700 900 808 1590 1180 29345 9329 3683 1032 155 966 42 14322 9405 46998 3140 1500 216
internal_value=0 -0.0276543 -0.0133924 0.119374 -0.0190265 0.00239509 -0.0534427 0.0546287 0.0787114 -0.110009 0.0547129 0.0269544 0.0453191 0.11154 -0.0843495 0.00784978 0.00401091 -0.0593927 0.0226971 -0.00265161 0.00816883 0.429219 -0.000827442 1.16468 0.0797875 -0.00728571 0.0119451 0.0345823 -0.102503 0.10804
internal_count=361931 332372 232437 7936 224501 133544 90957 29559 26163 37270 23652 20533 19529 11600 31437 130349 128759 30525 98234 69727 66044 1229 64815 197 28507 63849 54444 19178 4856 1716
shrinkage=0.0049289


Tree=1498
num_leaves=31
num_cat=0
split_feature=785 516 652 136 577 712 600 1237 214 608 852 789 125 150 395 874 854 927 730 609 870 710 585 1190 927 497 1470 89 706 498
split_gain=91.6922 67.5643 56.2195 55.2204 47.7281 46.9571 39.9886 38.1656 37.473 37.4439 35.7637 35.2164 47.6121 40.6667 37.7656 34.5673 33.4229 33.7391 36.156 32.3553 32.6458 31.626 31.173 30.5827 30.4675 31.8641 29.9063 29.7178 33.7376 29.5756
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.55024281929118113 1.0000000180025095e-35 -0.45277966036165179 -0.63779424894106762 1.0000000180025095e-35 1.4298092310842805 1.3190932465207235 1.0000000180025095e-35 1.0747610123934368 1.1248358748350926 1.0000000180025095e-35 -0.2067416126907046 1.0000000180025095e-35 1.0000000180025095e-35 -0.87473648844905705 1.0483613175537825 -0.33215574005720661 1.0000000180025095e-35 1.4311114217578251 0.97075099063632964 1.0000000180025095e-35 2.7692006378281877 1.0483613175537825 2.4192885550665473 -1.3545928909252491 -0.39981925657429679 -0.82850117861974781 2.2477103057654202
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 10 9 6 -1 -4 16 11 15 23 12 14 -14 21 -2 -7 18 -18 -5 -21 -6 -20 -3 25 -15 -17 28 -23 -28
right_child=1 2 4 19 8 7 -8 -9 -10 -11 -12 -13 13 24 -16 26 17 -19 22 20 -22 27 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0001526950842827929 -0.00010413622382366397 -3.4760401397823682e-06 -6.3767991370571614e-05 -8.3957464492562193e-05 -0.00019797545999849535 0.0002850018046637208 -0.00019167461552818088 -0.00015548826095092402 -0.00014068608247636623 -7.1802309848076587e-05 0.00011855524261729982 -0.00010573420161866151 -1.5683284188310595e-05 9.5977585600882692e-05 -5.8494095753559732e-06 0.00072787732581005692 0.00010569667987807518 0.0002560155688152531 7.0341453466826409e-05 4.2586961505039523e-05 -0.00016723176527667758 8.4965915475352139e-05 -0.00015205101889972491 0.00040535790714590008 -8.6876313996927322e-05 0.00035957953825785144 -0.00023024183698976776 -0.00012952895200687474 0.00098294080170413002 0.0018833003901106984
leaf_count=3225 28036 51457 34238 17777 10671 2402 12468 1892 8618 49859 8526 10079 19995 15539 14793 123 12628 2725 3218 19382 2588 430 3469 592 2157 1311 22480 1001 218 34
internal_value=0 -0.0561718 -0.030324 -0.0972639 -0.0571867 0.0676361 -0.119 0.0952552 -0.0275024 -0.130722 0.0232715 -0.0130376 0.00554452 0.0492731 -0.0731708 -0.185819 0.117433 0.0919588 0.0621492 -0.0300707 0.0232486 -0.189183 -0.0559876 0.0011735 0.11577 0.145884 -0.27298 0.121009 0.50043 -0.282166
internal_count=361931 332372 192093 140279 131518 29559 46706 26334 84812 100532 60575 76194 66115 39002 27113 50673 24442 22040 19315 39747 21970 12320 6687 52049 19007 16850 22637 1649 648 22514
shrinkage=0.000804263


Tree=1499
num_leaves=31
num_cat=0
split_feature=785 263 728 926 507 869 150 1148 119 712 878 965 909 539 1392 497 927 885 876 578 1440 612 341 967 1304 1237 1362 626 915 357
split_gain=111.428 75.8105 82.0593 102.399 79.6838 76.3964 54.5344 54.0025 51.4122 49.9046 48.6804 48.3494 46.4518 45.712 44.7286 43.305 49.1413 42.9229 37.5752 37.2572 35.6009 35.3071 34.6577 38.0997 32.9122 32.7589 31.7306 31.5852 31.3928 30.7977
threshold=-0.86283290253235112 0.66115833724634121 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 -0.52571317712276111 1.9644670326249816 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 0.10980254379742337 0.9119020701661501 1.0000000180025095e-35 0.33884867167867055 1.7001250133015622 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 0.76477020397632989 0.024962868963160925 0.56633490548814824 1.4298092310842805 1.8627633281097242 -0.42778519358162165 -0.78713887805465299 2.8141068990389884
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 5 11 7 -3 8 22 -1 13 14 21 -5 24 17 -17 -8 -12 -11 -10 27 23 -4 -2 26 -21 -7 -26 -13
right_child=1 6 3 10 -6 12 15 -9 20 19 18 29 -14 -15 -16 16 -18 -19 -20 25 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0001506976353260191 -7.6511308907204205e-05 -6.1211180479688493e-05 -8.0637106059082368e-06 -0.00026190184922108878 0.00018333284749231358 -0.00014329978567244111 -6.3604726327843976e-05 0.00015008587924637772 2.5471727448606097e-05 0.00026083125696461674 -6.1318322098488992e-05 -0.00010240539908402641 -0.00024850335581454115 -0.00011707845885307916 0.00016793659390989166 0.0002154153778669858 -0.00012049898652297836 6.0737259643596382e-05 -0.00019600290789351509 9.7546264443853335e-05 -0.00013144802751380519 -0.00025085909748738381 -0.00020392969542767759 -0.0001638515417908797 0.00045038521940764627 -0.0001638871680285521 -0.00025147983771890649 -1.0690949381602145e-05 4.3798704047648953e-05 0.00046247893882033489
leaf_count=3225 11748 25045 18205 26361 6453 11559 14029 5399 39658 3439 32164 19053 8545 16477 5765 6274 1413 20339 10563 20351 5865 5660 9753 8612 624 1734 810 17849 4664 295
internal_value=0 -0.0540871 -0.0734923 -0.0941606 0.00861141 -0.0557909 0.00729653 -0.0198063 -0.0350441 0.082221 -0.163242 -0.0295218 -0.14127 -0.232284 0.0407794 0.0508471 0.185723 0.0186776 -0.112131 0.110565 0.00994592 -0.102218 -0.105337 -0.0672033 -0.0201457 0.0805398 0.102899 -0.0729533 0.117714 -0.112792
internal_count=361931 332372 265272 216670 48602 131105 67100 87492 82093 29559 85565 42149 43613 42838 22801 42055 7687 34368 42727 26334 45523 35068 36570 26817 17036 22895 21161 29408 5288 19348
shrinkage=0.000820348


Tree=1500
num_leaves=31
num_cat=0
split_feature=181 852 970 488 547 1042 12 1151 1458 955 1458 745 1453 1459 1449 1468 1452 1457 909 1185 907 1449 1078 1390 474 1329 641 723 761 716
split_gain=38.2751 35.7603 31.1946 31.3867 30.2559 33.0584 32.0476 34.2857 33.5567 44.7731 40.306 36.9948 35.5802 45.5742 32.0952 30.6377 50.6579 40.9959 29.5777 29.5449 29.4223 42.378 29.3479 29.8274 27.46 26.3876 30.1294 26.2941 27.6491 25.8715
threshold=1.0000000180025095e-35 -0.22706799479215015 1.2206169290766575 2.8515552888993336 2.2607263609058417 -0.28946560707275498 -0.42123984469392833 1.0000000180025095e-35 -0.71693843586677841 1.3670073888404592 -0.68909410285287098 2.2026436269677641 3.5235182473523379 3.2302017972513801 -0.67213823318182808 -0.056688776194326135 -0.59694121484401241 1.2180895490156352 0.99461656320522784 -1.1903574236668155 -0.85987150589358763 -0.557922637262383 1.0000000180025095e-35 -1.4751923776631268 1.0000000180025095e-35 0.76922938857207546 3.4775075420067885 -1.0570063487222232 1.7070894887962293 -0.69209399053639031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 6 -6 7 -3 12 10 20 19 14 -14 -8 16 -16 -18 22 -12 -10 -22 24 -24 -1 26 29 28 -20 -4
right_child=-2 4 25 -5 5 -7 8 -9 9 -11 11 -13 13 -15 15 -17 17 -19 27 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.7259761941464919e-05 -0.00033847222874969256 -0.00039999717639652702 0.0030158641515151503 0.0012475326926631248 0.00012988714046001655 -0.0011472030623013534 0.0014512471962339934 0.0001066064740633525 -0.0043261821011317831 -0.00062112688684897051 -0.0010017213800280025 -0.00094269393541042152 -0.0032379396474295657 0.0044868495569753628 0.0014069747111329096 0.0011342394166214483 -0.00062945978082105003 0.0020938383223391976 4.3135772645095269e-05 0.00030033341965150187 -0.0032088028219946583 0.00076606810705529286 0.0022500692346667608 -0.00065478909054603478 -0.00059982713529148834 -0.0020041393642805474 0.0053428936988653931 -0.00080511087119275839 0.0038969972104790146 -0.0006858801743555989
leaf_count=60345 75166 26335 175 1942 5217 6433 4003 34377 288 9010 2224 3044 505 79 2308 4224 6247 582 1849 65375 474 703 497 15342 9576 2569 133 12521 175 10213
internal_value=0 -0.00896372 -0.0413503 -0.0289888 0.0105257 -0.114855 0.0173482 -0.0234426 0.0407694 0.0221048 0.0388521 0.0461444 0.12514 -0.406937 0.142463 0.0900723 0.0176529 -0.0774107 -0.0345592 0.055938 -0.312527 -0.159362 -0.0178829 -0.117924 0.000384838 -0.15991 -0.11001 -0.12833 0.0929125 -0.124418
internal_count=361931 286765 115337 102247 171428 11650 159778 60712 99066 81118 72108 70643 17948 584 17364 13361 9137 6829 100305 67599 1465 1177 85760 15839 69921 13090 10521 14545 2024 10388
shrinkage=0.0047375


Tree=1501
num_leaves=31
num_cat=0
split_feature=470 395 56 1436 635 789 1426 858 796 933 1002 577 746 1044 1023 423 617 899 12 1430 813 567 283 330 69 513 1117 846 982 760
split_gain=37.9105 60.357 40.4675 36.4008 35.1693 32.4647 37.3659 39.4557 48.0069 42.1856 40.6193 42.4736 36.923 33.3605 31.4611 31.2699 31.2088 30.8469 30.2405 29.3975 29.1196 29.8975 29.0088 28.7185 28.5745 27.9599 27.8464 30.0558 27.8218 27.6521
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.60428344764309971 -1.1568354703102179 1.1248358748350926 1.0000000180025095e-35 1.0825608069246189 1.0000000180025095e-35 0.68806224955729689 0.69854289147193727 1.0000000180025095e-35 1.0000000180025095e-35 1.1511571617027101 -0.92662490140568188 1.7152884231944105 1.6614250791469047 0.56495312120121877 -1.1353543025381521 4.2254883379486126 0.44561103650162237 0.12117464361117648 3.2009538167291431 1.0000000180025095e-35 -0.61798460276589473 2.0831197595613671 -0.34271556367018591 1.534768702071708 1.724980591121724 0.10307814494357848
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 -4 6 7 9 -9 10 11 -2 -13 15 23 -8 19 -16 26 -1 22 -22 25 -14 -6 -7 27 -15 -5 -20
right_child=5 -3 4 28 24 20 13 8 -10 -11 -12 12 14 18 17 -17 -18 -19 29 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0007142969970491711 0.00018946346940699901 -4.5532739133196892e-05 -0.001715245804310957 -0.00016991200794430934 -0.00074783435327148223 -0.00038826620230373736 1.9003108397817527e-05 0.0002915541173287225 -0.00076688563034179658 -0.00016232151385910007 -0.00017124965525965215 -4.3213921233092731e-06 0.00078800921739964874 0.0025453334060049539 0.00075729587784947058 -0.00094902848920024529 -0.0018127324384665268 0.001553088955356644 -0.00049354796600101702 0.0037871018003520032 -0.00038849819280462256 0.00094783622041107304 0.0049146553134665821 -0.0013127800886337292 0.00032377627794172238 -0.0017111355605887498 -0.00048555108372098015 0.014327640238613203 0.0023454833696840089 -0.001778408735233122
leaf_count=43921 28016 89543 2296 8859 4163 22295 46655 7501 8390 18329 10924 5446 1438 360 14183 4050 8198 5769 5336 120 3066 2783 100 1178 12918 1729 507 31 561 3266
internal_value=0 -0.0466968 -0.104789 -0.143319 -0.00917174 0.00104734 0.0130502 0.0372616 -0.0613078 0.055325 0.0798932 0.103149 0.159832 -0.0323829 0.195806 -0.0110045 -0.176388 0.221741 -0.164525 -0.154949 -0.0665736 0.0637633 -0.103627 -0.0367575 0.020551 -0.108757 0.263016 0.761302 -0.00272422 -0.207537
internal_count=361931 170579 81036 61659 19377 191352 161379 101174 15891 85283 66954 56030 28014 60205 22568 50705 52239 19952 9500 44041 29973 5849 24124 2616 17081 24024 898 391 9420 8602
shrinkage=0.00446426


Tree=1502
num_leaves=31
num_cat=0
split_feature=785 728 1362 544 516 561 143 791 513 1234 803 354 1080 728 464 588 578 506 333 1292 1367 1458 954 21 1124 526 805 651 896 405
split_gain=101.917 65.6031 51.7121 48.6891 45.2334 40.3486 40.2869 35.5944 42.1719 43.5637 31.3286 32.5504 32.3458 42.6057 43.6445 38.6597 41.7706 50.6248 32.0414 30.9757 35.3111 30.2268 30.041 31.3849 36.6736 33.8737 30.3117 29.259 28.7286 28.1644
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0087403405179345 1.0000000180025095e-35 1.0000000180025095e-35 0.40910772639584253 -0.72319605263816955 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 1.9682860324222273 1.3851549945161543 2.2092738772757108 -1.3163276726681863 0.66699641782368668 2.250834115212506 -0.87905496296652397 1.0000000180025095e-35 2.9869920577443172 1.0000000180025095e-35 1.0000000180025095e-35 0.20667703603638712 0.98873640907070304 -0.89074317784588486 -0.76993298829673895 1.0000000180025095e-35 1.4663648571955066 1.1107569744011787 0.73822046824604237 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 19 5 -2 21 10 -9 -10 11 12 13 14 27 16 17 -15 -14 20 -1 -6 23 24 -3 26 -25 -8 -18 -4
right_child=1 22 29 -5 6 -7 7 8 9 -11 -12 -13 18 15 -16 -17 28 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015112216258749437 -0.00011756907668979237 5.2674031554688351e-05 -0.00016641443838482267 -0.00013860480574603873 -0.00019035233615356497 -0.0002091477881513918 6.6794572654069425e-05 -5.7175111289878111e-05 0.00021293518332553889 -7.0814100258968963e-05 3.8514172313967359e-05 2.04062014307298e-05 9.3394130088552026e-05 -0.00015484781516236253 -0.00021166182731126139 3.0220249415080859e-05 -0.00016055281219819312 0.00027777832712217105 -0.00096325770709146884 8.5277583741345358e-05 4.2578836670909574e-05 -6.0333722357441705e-05 -5.4567153139226582e-05 -0.00017401007286170015 -0.00016099170296084202 -0.00030004858284363623 -0.0003488223780552987 -0.00030414593213006543 -0.00029718278306602175 -0.00033490069985310609
leaf_count=4800 57578 3973 30243 8361 17778 23257 7063 20460 3508 2427 4532 5762 2435 1839 2615 2811 30123 1227 85 10329 6069 7527 5961 56009 14214 14870 4908 648 5397 5122
internal_value=0 -0.165289 -0.146721 -0.0339593 -0.13412 -0.175588 -0.108445 -0.08859 -0.0237014 0.124191 -0.114863 -0.127816 -0.143251 -0.155019 -0.0360298 -0.185183 -0.20351 0.0263713 0.0765539 0.0202333 -0.0571486 -0.185772 -0.219031 -0.230802 -0.134994 -0.251718 -0.230005 0.0440087 -0.224277 -0.230707
internal_count=361931 332372 232437 29559 197072 80835 116237 90932 26395 5935 64537 60005 54243 51723 10326 41397 38586 3066 2520 21198 10869 25305 99935 93974 18187 75787 60917 7711 35520 35365
shrinkage=0.000804263


Tree=1503
num_leaves=31
num_cat=0
split_feature=785 120 404 1466 21 1466 1463 21 1181 777 1010 585 1463 1454 1468 1449 1442 1458 1460 1460 1458 1458 1463 1449 1449 1459 1460 3 1454 1464
split_gain=38.6607 37.3253 42.1135 36.2845 41.4665 38.5158 44.9966 49.4126 34.3748 33.6586 33.3499 32.6201 31.3135 43.8277 65.1865 46.0361 44.2919 42.5304 48.3392 43.9442 63.251 40.7797 38.1487 54.0798 52.0113 51.7977 43.5472 39.6197 37.9186 37.7224
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76881834321921005 0.37829601484295772 -3.2545899522946695 0.33394102906587103 0.26178017910560175 0.81122649975724037 1.2997001116531657 -0.56917069483155347 3.0713252103476614 0.59573659850611882 0.093599294775546141 -0.91909735138557946 0.74910709165279876 1.8300156781960906 -0.66295959698510776 0.12934318160464789 1.1891927820995118 0.045996065348618519 0.28733080960053564 1.8992776531617575 0.16604916994249511 -0.62402328821668474 -0.42419611893005865 0.57266329086659318 0.9504607190545632 0.33038394829137685 0.50933602050530713 1.20947575187956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 -2 12 -7 -8 10 -5 -3 -11 13 14 16 -16 -6 -15 19 29 -21 -22 23 26 28 -26 -14 -24 -25 -19
right_child=1 2 -4 9 5 6 7 -9 -10 11 -12 -13 22 17 15 -17 -18 18 -20 20 21 -23 27 24 25 -27 -28 -29 -30 -31
leaf_value=0.00025262562008343623 0.0042935871238357851 -0.00029867334811501062 -0.00076919825838129955 0.00065690419347862108 -0.0012602698021672713 -0.0025162763155189287 0.0015776894196025655 -0.0043142383688079492 0.00036702290015720799 -0.00016024986781252627 0.0015978811469269522 0.00059012403127428061 -0.002219998164364587 -0.00041192858508639707 0.0045765174785378651 -0.0059186595693345896 0.00092406591659526113 -0.00012503194381997617 -0.0012180215783109192 0.0035591981066758821 -4.7107104279078795e-05 0.0031998599091476801 -0.00023612757344236058 0.0047906065632107196 0.00038870943533689359 0.0039860883093511077 0.0026927092720180771 0.0004274684886711274 -0.0046812510145099089 0.0013373522329890315
leaf_count=29559 211 93035 23513 12758 1976 1774 707 208 10788 25119 906 8038 986 73554 567 54 3491 18689 2790 932 2662 432 28045 569 2730 453 237 15101 66 1981
internal_value=0 -0.0280858 -0.0613173 -0.00998362 -0.0267439 -0.0281944 -0.299421 0.0778148 -0.0422692 0.0439139 -0.057863 0.00662829 -0.0235525 -0.0458176 0.145676 0.798962 0.0572927 -0.0570505 0.0168561 0.0486852 0.259245 0.103668 0.0232073 0.206145 0.328906 0.207994 -0.225718 0.00171305 0.870476 0.00666385
internal_count=361931 332372 128242 204130 158215 158004 2689 915 104729 45915 93941 33157 155315 107128 6088 621 5467 101040 27486 24696 4026 3094 48187 5041 3818 3183 1223 43146 635 20670
shrinkage=0.0047375


Tree=1504
num_leaves=31
num_cat=0
split_feature=785 332 395 471 203 1065 1027 712 1449 12 1430 21 967 981 62 232 1455 1452 1452 741 1463 1450 1104 651 1265 585 1434 705 486 1013
split_gain=83.9545 62.0655 127.229 63.5464 54.1318 51.7198 46.8296 43.756 41.7999 40.9485 36.8063 36.1453 46.429 43.4919 40.599 32.2543 31.8631 35.3366 34.0751 33.7891 33.6222 33.5374 36.5357 31.7486 31.0134 30.7159 30.6659 30.6352 30.333 30.0416
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0605395091208547 1.0518754624258557 1.0000000180025095e-35 -0.63779424894106762 0.74561756370782817 -0.59727736220901595 4.2254883379486126 -0.70163543588998201 0.31042465269053104 1.2898708388718709 -0.67845511463764618 0.92584771804271815 0.80851755981579754 1.9544793412667429 1.6018939448921981 -0.65696253498209489 1.8172976979801614 -0.43080633702116927 -1.0812256363831971 1.1107569744011787 -0.33520394366305029 1.0000000180025095e-35 1.0000000180025095e-35 0.86867179873090239 1.4335984390013645 0.54050183860820311
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 11 7 9 25 28 10 -5 -9 16 13 14 -13 -11 20 18 19 -18 24 -21 -23 -7 -3 -1 -14 -16 -2 -4
right_child=1 3 29 5 -6 23 -8 8 -10 15 -12 12 26 -15 27 -17 17 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00016236018519844177 -3.2196676867795531e-05 2.1152969847921909e-05 -4.9401012750299565e-05 -5.375630809016266e-05 -0.00026855928325081172 -4.893301253553095e-05 -5.9594814245204084e-05 -0.00018083898354617696 -3.2753182439348512e-06 9.2685832888297201e-05 0.00078372865207010248 -0.00012220418936338291 -0.00018198871954265672 9.2693732435907323e-05 -5.0869315948859215e-05 -5.7966772258899671e-05 -0.00010124908317747704 -0.00030558610553785932 0.00097672252566640078 -3.8465544512084515e-05 0.00017514601268076824 -0.00011638888253131619 0.00041841311342318796 -0.00032335649177262491 -9.6422964723099968e-05 3.3040048290308454e-05 -1.938773549311426e-05 6.7952034705613914e-05 0.00033727228512326843 3.4375000324265593e-05
leaf_count=9739 7150 14185 65276 9440 20329 4949 8294 38294 6655 28491 97 22463 16842 5929 31075 4378 1267 517 124 1127 2399 491 2063 1384 17201 11526 4789 7496 724 17237
internal_value=0 -0.0551744 -0.092736 -0.0291084 -0.183623 0.0318838 0.0635151 -0.14637 -0.181854 0.0582943 -0.218966 -0.0569494 -0.0811624 -0.0541754 -0.0723562 0.0906088 0.0011505 0.148153 0.202386 0.172294 -0.0275278 0.276582 0.405002 -0.135087 -0.0492008 0.115247 -0.176025 -0.0323507 0.0127905 -0.0388319
internal_count=361931 332372 155762 176610 73249 48642 29559 52920 45046 42309 38391 127968 88594 66963 61034 32869 39374 5589 5072 4948 33785 3681 2554 6333 31386 21265 21631 38571 7874 82513
shrinkage=0.000804263


Tree=1505
num_leaves=31
num_cat=0
split_feature=1371 50 401 533 140 43 747 71 672 21 1466 751 623 831 789 1451 1449 1150 325 188 1459 774 1457 1467 83 1449 1470 1371 634 1331
split_gain=38.1515 37.0841 50.7962 42.2686 35.2315 33.0872 32.0882 37.9783 35.256 32.1044 29.4802 28.9838 28.7488 30.5283 28.452 28.2631 31.3778 28.0228 28.0533 33.1903 26.7658 26.2819 26.0953 31.6901 30.1689 30.1358 30.3629 27.9133 26.4412 26.4012
threshold=1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.48546444577241915 1.0000000180025095e-35 1.0000000180025095e-35 -1.0683321959445575 -0.65546635319905777 2.8914116612721714 2.8104277349532114 2.6433271418753805 0.70306085721812139 2.7409957238946445 1.1248358748350926 1.3287662675440461 0.59618467655696206 1.4765539603247655 1.0000000180025095e-35 1.0000000180025095e-35 0.6997810996132513 2.6494295058737292 -0.30461282028794062 -0.096942217446212481 2.4660088814139098 -0.35918414380352409 -1.2954595170378473 3.4357416210103824 -0.14753975619587992 2.2404652121695317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 21 10 -8 11 17 -4 15 -1 -14 -3 16 -9 18 -10 20 -20 -6 24 25 27 26 -24 29 -28 -2
right_child=22 14 6 -5 5 -7 7 8 9 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.001298872738187281 -0.00056500437166595314 0.00021381532300137956 -0.00023811701691998086 -8.3956436475411607e-05 -0.00025275744516460385 -0.0011611066414594228 -0.00063378498601897976 -0.00023281589526425716 0.0006507635841784934 -0.0029675484622922184 0.001210271211231364 0.0022561699031795439 -0.00018196706680228631 0.0090303163952556928 -0.0003911566913624298 -0.0012646240938778519 0.00073097652602407623 -0.00068897680112016435 -0.00065320871224000348 0.00069100239664819012 0.00099074170105862788 0.004088573520073524 0.0046571780027120542 -0.00059764287927582707 0.0015886972092034825 -0.00022081099679398169 -0.00025970853734873554 -0.0022135270453349076 0.0014238470159864177 -0.0026561658166501063
leaf_count=17970 18886 64735 55057 45877 36156 8461 6920 16164 25889 269 1426 464 3681 36 9275 1939 3922 2677 6307 5072 1139 178 210 11925 593 8289 2505 2170 2764 975
internal_value=0 -0.011435 -0.0263612 -0.0676586 -0.115104 -0.0777468 0.00128691 0.029769 0.0443538 0.0814989 -0.0409911 -0.020576 -0.218193 -0.00712714 0.0294851 -0.0315432 -0.00847391 0.0863763 0.0994668 0.0147826 -0.0789159 -0.048302 -0.0859474 -0.03161 -0.147927 0.0495759 0.190625 -0.165173 0.14808 -0.138733
internal_count=361931 313614 239604 112359 66482 44795 127245 70762 63842 41353 56483 22489 21687 3717 74010 22025 20086 41084 38407 12518 7446 36334 48317 25693 22624 13768 5479 22031 5269 19861
shrinkage=0.0047375


Tree=1506
num_leaves=31
num_cat=0
split_feature=1362 728 1158 706 417 152 701 306 369 60 557 1012 648 888 829 874 149 702 839 487 770 144 659 1457 497 371 954 961 725 498
split_gain=37.8828 34.7014 31.2265 34.845 30.6281 28.4401 28.3727 30.6234 47.3553 31.7823 30.4891 27.8597 27.1669 27.3425 26.9691 26.8621 27.2434 31.8572 26.64 26.0599 25.9682 28.1549 25.658 32.767 30.8764 31.6828 29.1598 25.499 25.3818 25.1042
threshold=1.0087403405179345 1.0000000180025095e-35 1.0000000180025095e-35 1.5724059030450566 -0.42100455141823495 2.9365772529786942 1.8685973006114611 1.0505480127069649 1.0000000180025095e-35 3.4231397208058323 -0.69338216260320362 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.3216852530764838 1.0000000180025095e-35 -1.9154009669947147 -0.77346117564742245 -1.5998124609376141 1.1053306314956497 1.3026440422184526 -0.28414814116575204 0.62821384419828064 1.8601767835506282 -1.0692506143790708 0.60442256450969223 2.9053803668447165 2.7378363749037904 3.3142696376039162 2.2477103057654202
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 12 4 -4 15 7 9 -9 10 19 -2 -3 -14 -5 16 -6 -18 -8 20 -1 -22 24 -24 25 -12 27 -26 -13 -10
right_child=11 2 3 14 5 -7 18 8 29 -11 22 28 13 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-6.4890504194664003e-05 -0.00020441405211570296 -0.00075453988939892 -0.00069137741776103222 0.0004184312219368203 -0.0049338254283571503 0.0039965039755939904 0.0018994658007728401 0.0008606004363839807 -7.1179420217701718e-05 -0.0014084727738175201 -0.00015666839426074891 -0.00081887198029537405 0.00010742753685537923 -0.001728707084179635 0.0050274853845131522 -0.0006171431754015853 0.0015819752957607666 4.4652440692590037e-05 -0.00077047825888887811 -0.0010058424391326966 -0.0001412330542507379 -0.0022549037796865427 -0.00032217534713219561 0.0014635545531959621 0.00023774873834469883 -0.0017937125104424377 -0.0011947636688108582 -0.0006037433655228197 0.0055689502032358167 0.0022548404771705792
leaf_count=30744 35566 26282 13604 10636 163 168 475 10777 14348 2385 7524 19689 10947 1700 153 8456 1890 17741 7181 5981 1646 1546 23438 1023 98399 2374 1523 5105 60 407
internal_value=0 -0.00985248 -0.0508286 -0.0157301 -0.0465444 -0.00591136 0.00435299 0.00913401 0.0758885 -0.00159832 0.00132043 -0.0801398 -0.1088 -0.0157944 0.102564 -0.0121306 0.0304182 0.0368874 -0.129702 -0.0561908 -0.0335055 -0.237565 0.0158592 -0.0496019 0.0293257 -0.102913 0.038998 0.0434497 -0.165723 0.000263042
internal_count=361931 306616 91740 52811 42022 28418 214876 207220 25532 181688 179303 55315 38929 12647 10789 28250 19794 19631 7656 39917 33936 3192 139386 24461 114925 9898 105027 103504 19749 14755
shrinkage=0.0047375


Tree=1507
num_leaves=31
num_cat=0
split_feature=785 519 728 962 803 727 666 609 507 689 382 831 816 712 588 959 1230 706 657 1237 274 815 797 21 620 747 1116 620 332 464
split_gain=85.5047 65.2462 70.3819 76.8367 72.9928 64.9789 62.5631 64.5772 50.1883 50.1246 49.2988 48.2856 49.492 41.056 39.233 38.2473 37.9668 36.7934 36.7536 35.4063 35.2589 34.0302 33.8032 33.7865 34.0603 33.7654 33.4038 32.859 31.7936 38.8834
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 1.9682860324222273 1.0000000180025095e-35 0.45873907618427312 1.6285028476148826 0.65809631222906606 -1.1110989058077336 1.0000000180025095e-35 2.0523937188146193 0.98567350059335823 -0.63779424894106762 2.250834115212506 0.84086088814742543 2.3457019632811744 0.85558832110916161 2.2603408215975165 1.4298092310842805 1.3302684966251519 1.0000000180025095e-35 1.0000000180025095e-35 -3.2545899522946695 1.5209264779549863 1.0000000180025095e-35 2.9156931588094528 1.1734518836084071 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 8 4 9 17 25 -8 27 15 16 12 20 -1 -12 -4 -7 -3 -10 -15 23 -5 -17 -11 -25 -6 -23 -2 29 -14
right_child=1 5 3 21 6 10 7 -9 18 11 14 -13 28 19 -16 22 -18 -19 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013380648683418732 -1.3201270352662239e-06 -0.00013582078059308961 5.9021366538617088e-05 -0.00020726845495393985 -0.00018625138159702927 0.00024670675594847062 0.00030226893452982371 -0.00049358901531503581 0.00012903826617869673 0.00046648962616336985 -3.2615204242661329e-05 7.3711644322079685e-05 -0.00017271642668100488 8.9753849368593463e-05 0.00038282265953276857 5.7577221427549757e-06 -0.00018344524070586045 7.9935683686246884e-05 -0.00030238910748682507 -0.00014224373841641058 -1.4636157151052612e-05 -0.0001001570818785692 -0.00019400350938285262 -0.00011476048632833977 -9.8578201871271205e-06 6.6779453702396147e-05 0.00050978029939716975 -0.00013349945885814411 3.0467324930208697e-05 8.4765619542745125e-06
leaf_count=3225 41921 6191 17883 24092 2419 5842 3537 279 9956 264 5060 6324 9057 24442 640 6287 529 3256 575 1892 14160 20675 4339 105726 10634 4136 262 6731 15076 6521
internal_value=0 -0.0509708 -0.0604714 -0.0783328 -0.0624705 0.0576689 0.109207 0.315827 0.0073148 -0.0731041 0.1517 -0.0885312 -0.096752 0.0688871 0.0157245 0.0131901 0.272354 -0.0782658 0.137664 0.0947093 -0.117944 -0.183619 -0.0928571 -0.132822 -0.135028 -0.020628 -0.116769 -0.024446 -0.0203667 -0.100462
internal_count=361931 332372 310854 251671 206642 21518 10371 3816 59183 196271 12071 167762 161438 29559 5700 28509 6371 9447 10531 26334 130784 45029 10626 116624 116360 6555 20937 48652 30654 15578
shrinkage=0.000773033


Tree=1508
num_leaves=31
num_cat=0
split_feature=785 21 683 134 915 1036 513 583 382 1015 710 585 1146 948 889 281 852 970 1030 376 1456 1453 1461 1460 1459 1468 1464 1451 1455 759
split_gain=36.393 36.4746 52.3118 45.2744 39.0985 32.4573 39.2826 36.971 31.7443 31.6477 31.1895 32.8877 30.9735 29.8962 35.0785 34.4158 30.9547 33.8775 32.2058 31.5045 29.9828 28.7955 29.0876 32.58 41.3268 33.7622 32.1235 50.2842 34.017 29.5303
threshold=-0.86283290253235112 -0.70163543588998201 -1.3831318875547542 1.35321484427453 -0.4125980357433478 -0.27642201460151267 1.0454229551509682 -0.55326332990463356 1.0000000180025095e-35 1.2191568012335126 0.37152704119635049 1.0000000180025095e-35 1.4355254717878594 -0.65751726450538361 1.0000000180025095e-35 -1.2842704497364974 -0.22706799479215015 1.1705655497795486 2.7042904249467168 1.8828081291110934 1.3778752582070839 0.47485221662462634 3.8316248741925851 0.64450141300588693 0.19507965803050628 1.0056208477415762 0.31682752303935818 -0.10843678457706492 0.8703138515806228 1.141286151527612
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 12 5 -2 13 -7 -8 -9 -5 11 -1 -3 14 -4 -15 17 -17 19 -18 -16 22 23 29 26 -26 28 -28 -25 -6
right_child=1 2 3 9 21 6 7 8 -10 -11 -12 -13 -14 15 20 16 18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00092553185417897142 0.00037963112025001888 -0.00083982731020022978 -0.00046101575777968693 -0.0005100097663452639 -0.00074576829349027706 -0.00038464400006539372 -0.00066593173771253085 0.0017512978913279381 0.00015285854489054671 -0.002033135232005585 -0.00065032760923178115 4.8298563467257354e-05 0.0005578309922998993 -0.0015341046772162361 0.0001582252848960276 8.1480133302321356e-05 0.00047362085495734126 -0.0016907015025415305 -0.0023027892141748948 0.0018816861241230103 0.0023103789733574303 0.00044520838322536669 0.0033175566149720387 -0.0026158809687532366 0.0022614015810644406 -0.0017937336011460913 0.0043410314325234619 -0.0019483828513003503 0.0018117139497896382 0.00065290392383109716
leaf_count=11673 42066 36887 23161 27354 29407 70547 2989 3074 3644 3367 4728 13158 3566 2037 10196 18186 29785 2145 897 2562 967 10056 316 1726 2138 491 438 421 342 3607
internal_value=0 -0.0257892 -0.039861 -0.0267382 0.0160488 -0.0142127 -0.0475591 0.0730888 0.157056 -0.116604 0.0532143 0.0820443 -0.125846 0.0133592 -0.0349204 0.0454038 0.0547699 -0.0149473 0.0941289 0.103047 0.0629221 -0.0331135 -0.065568 -0.0728241 0.0916395 0.290818 -0.114715 0.247498 -0.294299 -0.105379
internal_count=361931 332372 241364 200911 91008 170190 80254 9707 6718 30721 29559 24831 40453 89936 34324 55612 53575 20331 33244 32347 11163 48942 38886 38570 5556 2629 2927 859 2068 33014
shrinkage=0.00566176


Tree=1509
num_leaves=31
num_cat=0
split_feature=785 612 803 597 815 1154 954 791 1027 1234 519 126 1043 1089 1450 1453 984 287 954 1011 54 1449 331 905 254 770 626 1467 567 1043
split_gain=76.6779 66.5419 52.5883 77.4075 60.6476 102.84 44.8907 42.9773 42.4414 39.3265 39.8619 38.4352 36.6094 36.2567 38.2918 35.5829 34.6848 33.3963 30.5661 30.9029 35.866 31.4198 39.9161 41.1738 32.8748 30.3801 30.3062 30.1255 30.0303 29.198
threshold=-0.86283290253235112 1.0000000180025095e-35 0.85523949479533445 1.3592535390735871 1.0000000180025095e-35 1.0000000180025095e-35 0.98873640907070304 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.65569131416984383 1.402259659649604 1.0694830043742176 0.44837531086292992 0.15319084326732887 5.5477399240790328 -0.76235525386206404 -1.3240904332894121 6.099786963134739 -0.44652962571832033 1.2163275519470622 0.23597764718087469 3.3838079083271935 0.1298491098588668 1.4590023375957022 -1.00672638669981 -1.1817830309080255 2.6212945108504591 -0.053810745209331094 0.1529283414906312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 15 5 13 7 16 29 10 -9 25 -8 18 -15 -4 -6 -3 19 21 -21 24 -23 -24 -2 -5 -19 -7 -13 -1
right_child=1 17 3 11 6 27 12 9 -10 -11 -12 28 -14 14 -16 -17 -18 26 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.7555585776377791e-05 -0.00044067531554505159 -0.00029333498666697498 -1.3919572182593444e-05 -0.00025678471409217111 3.4391069515903758e-05 -4.4231928100325512e-05 8.2403139372166359e-05 1.5583905114602076e-05 -5.8122203802418623e-05 -6.1658795568626153e-05 0.00019089688937468566 0.00038591512011173926 -0.00012723846964877923 -0.00015145504760767178 7.7192206310388033e-05 0.00057650541548547724 -7.8864123808733511e-05 -0.00030819222452039326 0.00050888398596434002 -0.00019799848533823931 0.00010567085904131219 -0.00014904297530044772 0.0040513900531055011 -0.00054159398859912405 -4.9625961144036823e-05 0.00026794779847849691 -8.4578428332893706e-05 0.00017829756966411385 -0.00064138549505740334 0.00017024659757710939
leaf_count=12228 9938 5874 44443 395 10859 56568 16149 16448 8294 14601 5234 117 2681 11712 4244 273 63642 3573 141 17476 1926 3996 24 23 1390 5256 33172 1942 275 9037
internal_value=0 -0.0518949 -0.0409381 0.0217769 -0.0556883 -0.100343 -0.0261788 -0.0444556 0.0615406 0.0171736 0.0742638 0.238461 0.0624551 -0.197613 -0.101123 -0.0112255 -0.0748096 -0.147768 -0.252701 -0.260879 -0.194986 -0.369918 -0.14453 2.51024 -0.455962 0.281639 -0.12242 -0.0426087 -0.38371 0.110794
internal_count=361931 332372 289753 50759 238994 109380 129614 110784 29559 36283 21682 6043 18830 50870 15956 44716 74501 42619 34914 34773 19402 15371 4043 47 11328 5651 36745 58510 392 21265
shrinkage=0.000836755


Tree=1510
num_leaves=31
num_cat=0
split_feature=785 519 728 962 803 728 588 666 609 689 575 705 588 507 852 727 382 689 796 651 1307 815 1428 21 747 1049 1030 1116 430 785
split_gain=87.9543 73.9374 72.6793 83.8967 76.0215 72.1571 73.1075 61.1533 61.2164 54.8714 54.1582 50.0618 52.4905 49.4954 44.645 44.0086 41.0221 40.5236 39.0024 37.6311 36.7549 36.6845 36.1579 36.0165 35.8634 34.6803 34.3325 34.1817 33.6739 33.4924
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 1.9682860324222273 -0.49008176997875957 0.71188872395471614 0.45873907618427312 1.6285028476148826 -1.1110989058077336 1.0000000180025095e-35 0.42325249380490987 2.250834115212506 0.65809631222906606 -0.22706799479215015 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.38087715954262297 1.1107569744011787 0.75817053060304118 1.0000000180025095e-35 1.8149162610659533 -3.2545899522946695 1.0000000180025095e-35 1.511805152420109 0.99422031274767553 2.9156931588094528 -1.2369097968503453 0.58460966528228819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 13 4 9 -3 10 24 -9 18 -7 23 14 -2 -13 -1 25 -14 -4 28 22 -5 -16 -11 -6 -12 -17 -23 -15 -27
right_child=1 5 3 21 7 6 -8 8 -10 11 16 12 17 19 20 26 -18 -19 -20 -21 -22 27 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-1.8566198536024035e-05 -2.0272907340126998e-05 -0.00016560638947873643 5.7996591892099296e-05 -0.00023141004085754912 -0.00020337257131322297 -8.5904598203571974e-05 0.00031146382003572232 0.00032520395536265046 -0.00051056191894240056 0.00059672390030761694 0.00030301026871429267 -0.00011829526012691117 -8.3712134965314763e-05 -0.00016664374475291926 1.4610081770550987e-05 0.00013994335266243326 -4.6679365195083077e-06 0.00024344830822847671 -9.395659208045623e-05 -0.00018611976308263806 -0.00013245768246203596 -0.00011114436474465313 -0.00024556716466370436 -0.00011077563036928683 7.8411986457631501e-05 -0.00026639206395515504 -0.0001931514300472809 0.00055665936008237747 0.0001861307896202111 0.0007472267883317892
leaf_count=12551 48652 3824 19873 24092 2419 5883 3624 3537 279 218 3819 26881 1670 1067 33768 16011 3684 2989 8636 1168 9563 20675 1942 90731 4136 581 997 262 8296 103
internal_value=0 -0.0514437 -0.0615411 -0.0796496 -0.0630772 0.0640371 0.118065 0.111785 0.315516 -0.0739178 0.050012 -0.0900253 -0.0506543 0.00729018 -0.0666122 0.0698733 0.156408 0.153851 0.016292 0.13659 -0.0265878 -0.18931 0.00212873 -0.129709 -0.0164305 0.285298 0.142326 -0.119933 0.180624 -0.127255
internal_count=361931 332372 310854 251671 206642 21518 17694 10371 3816 196271 14070 167762 76813 59183 72154 29559 8187 4659 28509 10531 45273 45029 35710 90949 6555 4503 17008 20937 9363 684
shrinkage=0.000836755


Tree=1511
num_leaves=31
num_cat=0
split_feature=785 728 1431 727 852 727 539 923 189 784 694 1030 595 2 1051 582 322 1189 519 747 647 590 969 1049 346 428 1384 353 902 1010
split_gain=78.9536 66.1139 50.4694 42.591 42.4311 45.373 56.6291 48.0656 38.269 38.1038 33.1855 32.1933 32.1504 30.7797 30.1817 29.1285 28.9688 28.462 28.0986 27.4718 30.8984 38.065 29.2989 27.9749 27.2218 32.5487 27.1611 27.1036 42.5267 28.4628
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 2.7059755265676442 0.9594655836162902 1.2342127532274445 0.99422031274767553 1.0000000180025095e-35 -0.98356635867290676 3.5926503781727646 2.1384355827858248 1.4725277493311824 -1.0096337021262032 2.1420547332082829 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.25826253550662231 1.4391907879700609 0.22414172584433242 -0.68788648655711215 -0.59449999692908395 0.63280207191488913 2.0947916829856985 3.0713252103476614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 10 7 -7 9 -6 -2 24 16 -11 27 -15 17 -3 -8 -19 21 -21 23 -22 -5 -26 -16 28 29 -9
right_child=1 12 -4 11 8 6 18 14 -10 13 -12 -13 -14 15 26 -17 -18 19 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.9507361050466466e-05 8.8605259740641142e-05 3.5802118529804739e-05 -8.8604581341458947e-05 0.00016054912771667245 -7.4461740801587822e-06 -0.00032811793407815559 -2.1775342349629376e-05 -0.00014369788491132795 -0.00034212009082506363 -0.00010176045657786844 -3.9550307288785216e-05 -0.00017086315539182952 -0.00016027919158868018 0.00010230692765554516 0.0011629116415692276 -0.00016845521987338417 -0.0001959491875714288 -0.0001028300958013318 0.00015872848873483563 -3.1231601555678445e-05 -0.00016143896576236786 0.00043896116236804157 3.2131027203404072e-06 0.0001943660326010781 -0.00029959246380598098 7.6465064218599846e-05 -0.00033952539733710134 -1.0980794054398994e-05 0.00013170239216216356 0.00037104281264895136
leaf_count=12551 9356 10011 35150 12160 94682 2982 10815 29509 1168 2671 13873 997 20323 17925 87 1017 7036 38406 2419 1123 8150 702 13501 683 748 3103 55 8479 1980 269
internal_value=0 -0.0503147 -0.0315504 0.0648883 -0.0190491 -0.0600685 -0.0954171 -0.141001 0.00602564 0.0092932 0.0219463 0.136452 -0.106049 0.0876951 -0.119906 0.11552 -0.0868986 -0.074375 0.0181723 -0.0930092 -0.0338964 0.231002 -0.0594433 -0.169926 0.160694 0.00593514 0.865943 -0.124112 -0.158224 -0.181397
internal_count=361931 332372 232437 29559 197287 79824 56595 43361 117463 116295 23229 17008 99935 21613 40379 18942 79612 72576 13234 62565 24159 1825 22334 8833 16011 3851 142 40237 31758 29778
shrinkage=0.000757875


Tree=1512
num_leaves=31
num_cat=0
split_feature=1147 1454 1469 1452 1458 1459 1451 65 501 1449 1449 1449 1457 1458 1450 1463 21 1464 1465 1452 1449 1463 1457 21 1454 1462 1465 1460 1460 1463
split_gain=36.9959 36.7531 49.2789 42.973 36.6079 43.7968 40.1965 46.7291 37.6471 36.6336 38.0793 92.4522 68.7807 60.8274 89.2327 70.212 66.8107 51.3105 43.3067 37.1518 43.3468 35.8074 35.7588 35.3773 51.151 52.2444 48.2545 53.9813 57.8786 52.0122
threshold=1.0000000180025095e-35 -0.2363894608792538 1.6911153983873026 1.2756511722692228 0.24391125146464598 2.785683100472315 0.39905032773487564 -0.39289434837986426 0.70393111127789754 2.17305266581887 -0.66544449105861625 -0.16476281433214623 0.16218370110543842 0.73392005358173151 -0.052814238061147031 0.94170239728407068 -1.0798509198017876 0.24620065564723229 0.91277654818429999 -0.51198923951818787 -0.18734254815350851 0.97777839282527668 0.46813647843971296 1.189441983669046 0.50933602050530713 1.0525515758509212 -0.17812979263601394 0.58789048595350757 1.6294498763143352 0.45108069140960899
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 23 4 5 6 7 -1 -9 10 12 13 -6 14 15 19 22 -18 -14 -12 -21 -13 -15 24 -3 26 27 29 -29 -26
right_child=-2 2 -4 -5 9 -7 -8 8 -10 -11 11 21 18 16 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00014722750355000025 -0.00040880872050855449 0.00027704502352608723 -0.0014300244429947015 -0.0016225617900791174 -0.0016283411679507572 0.0035770217106793024 0.00032657044287772103 -0.00055267362180914416 -0.0016662509594468956 -0.0028749106318445229 0.002706159253359364 0.00015661829102307415 0.0004682688415893545 0.0019274643043235631 0.0055768715202573855 0.0088415209502441527 -0.0018338626125180095 0.0022226034671869272 0.0054854425548770576 -0.00093598857728366327 0.0083679086097927027 -0.0024103318139077623 0.0085218361076625226 0.00060054469823117378 -0.0021479154589247569 0.00047724954621952389 -0.00015318064174690962 0.0020135650707870903 -0.001642048778850868 -0.00019056379552254572
leaf_count=58435 71440 66631 3549 4168 4022 404 16081 37531 8327 608 1110 12986 1975 420 1166 159 1812 699 283 1568 66 1149 184 20490 8226 10408 22127 1551 1184 3172
internal_value=0 -0.00827748 0.0173488 -0.0334076 -0.0273832 -0.0452092 -0.0481239 -0.0651835 -0.126011 0.0456221 0.0578327 0.102863 -0.0987879 0.30854 0.48404 0.261283 0.0673016 -0.0984349 0.21264 0.164045 -0.0668932 -0.00432548 0.733552 0.0239306 0.00790376 -0.0476646 -0.0893209 -0.194681 0.0736548 -0.268543
internal_count=361931 290491 137338 153153 148985 120778 120374 104293 45858 28207 27599 21319 6280 7184 4069 2903 3115 2511 2258 2744 1634 14135 604 133789 113299 46668 36260 14133 2735 11398
shrinkage=0.00577499


Tree=1513
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 789 549 705 921 990 81 731 933 879 332 833 1423 821 1384 375 1394 853 485 951 217 633 590 1392 1451 419 639 1465
split_gain=36.4144 75.988 56.1992 34.2451 31.3003 34.3923 44.4059 38.9851 37.2855 36.7854 36.4856 34.1406 38.5794 32.7541 30.9169 31.336 30.682 30.2514 29.3584 29.3486 29.3143 27.9407 27.9144 27.8987 35.6923 28.7052 27.7248 27.5922 27.0419 26.9114
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 1.1248358748350926 -1.3900695809707992 0.33331205723331525 1.0525743831388839 1.09266583130301 -0.54843800388951081 1.7256957373890334 1.0000000180025095e-35 -0.65854580630962423 1.6399250563363121 3.300173316742304 2.2885552421444864 -0.72370887929751782 -0.49525306229900606 2.0992015153498529 2.4628180525684695 1.0000000180025095e-35 1.3532825923167258 1.0000000180025095e-35 2.6854763446249597 1.9976441459236287 0.58895901036483078 -1.1283819630554444 -0.16446795582476503 -0.37089037334701419 -0.15083628997294854 2.1301194935230918
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 9 8 -8 -7 16 -11 -10 29 17 15 -3 21 22 27 -4 -12 26 -2 -5 25 -25 -6 -18 -15 -13
right_child=3 14 19 23 5 6 7 -9 11 10 20 12 -14 28 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00061840682777101954 -0.00061835241821488304 -0.00041943149590593681 -0.0009879191415727265 -0.00052323965910806771 -0.00087773550394155606 -0.00029696409908854286 0.00067978156905093665 0.0025083295206899565 -9.1490993961164968e-05 0.0007090561568356339 -0.00061705442038681761 0.00044499791928056349 0.002409266054657703 0.0051283442892735226 -0.0013219383267193202 0.00013654236038375324 -0.00086903074740357189 0.0011588276014274812 0.0025633990748008674 -0.00040601014500619487 0.0015009416415082584 0.00047659682283906091 0.0025011164167954665 0.0083443415331938588 0.0043916443665810104 -0.00046226127265703242 0.00028145280694363237 -0.00019187530742536258 -0.0032087085267263498 0.0026271731771445794
leaf_count=4151 24431 23882 41110 22177 6424 15650 7583 1769 12438 13660 5820 22276 1335 254 3520 62016 14763 1584 433 29427 905 13660 500 51 263 847 5923 24265 117 697
internal_value=0 -0.0451339 -0.110708 0.0017025 0.0123203 0.0233438 0.060882 0.19305 0.0363072 -0.00613159 0.0708463 0.0714744 0.117669 -0.0680043 -0.0042927 0.00296972 -0.0335771 -0.0790101 -0.0746256 -0.133481 -0.0576326 0.0246574 -0.103329 -0.0789199 0.233964 0.00837806 -0.0567537 -0.0816507 0.629659 0.0965927
internal_count=361931 164106 74688 197825 174487 147601 61748 9352 52396 85853 20385 36746 24308 26886 89418 85898 65468 26515 39461 70537 6725 26007 24931 23338 1161 898 12347 39028 371 22973
shrinkage=0.0053352


Tree=1514
num_leaves=31
num_cat=0
split_feature=1431 785 21 967 1230 859 1468 1464 1459 1460 1459 1463 1452 938 866 923 902 1466 1469 1466 1466 1466 1460 1456 21 1455 1464 1457 1467 1457
split_gain=35.6532 36.6229 39.4107 43.3103 41.9055 49.5928 40.42 46.3645 53.381 62.774 45.7498 38.852 39.2033 38.6019 39.603 46.5042 39.1751 37.8411 59.1389 42.6845 73.6263 48.7934 49.7229 47.646 41.1618 40.0526 58.8665 51.4311 53.1525 40.853
threshold=1.8641952677858011 -0.86283290253235112 -0.70163543588998201 0.17355941391713439 1.0000000180025095e-35 -0.54135187694831066 2.4634311514058238 0.71492702701447042 -0.088205869773288079 1.5108086050703038 -0.05064362051825478 0.6663052748700633 0.010333415512314719 -0.57633625342910477 0.5880156106821478 -0.86449023226567734 1.8209945223308115 0.28675450570750938 1.510147188037138 0.048793375953514358 0.041666216359983001 -0.081864550713907927 0.099810043912261961 3.742879312526544 -0.89074317784588486 1.1386082259262511 -0.24723884320533576 0.118136917360207 -0.14455414991617818 -0.18238571527943001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 17 8 11 10 -10 -8 -13 14 16 -16 -7 19 -19 20 21 22 -3 25 -21 26 -24 28 29 -28
right_child=-2 2 3 -5 5 13 7 -9 9 -11 -12 12 -14 -15 15 -17 -18 18 -20 24 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00030548697708308214 -0.00068185039025032035 -0.00019455050941280793 -0.00031198140233368137 -0.00045325180418184861 0.0003972783934794028 -0.00057798646703219358 -0.0017045707393359743 -0.00041801489377751394 0.0074076133673337454 -0.0022687092974659792 0.0027747756066545891 -0.0049760952322709965 0.0056113321580960286 -0.00025312838678935926 0.0022126488759535577 0.00019231276810752836 0.0011349861556800231 0.00036133922842844236 0.0042918021884780465 -0.0019148396637782359 0.0032973648366426958 -0.0013999332685787054 -0.00079921995960110603 0.004588850242147011 0.00025160312053379641 0.002317915255937073 0.0015564706517053929 -0.00061387276797044744 0.00034320110382663632 0.0050551886830966343
leaf_count=28403 16755 37190 70261 60610 31901 5862 756 1746 265 231 1626 67 164 55223 2254 2858 2278 21590 521 3627 830 3976 4409 309 1900 1298 954 1774 1565 728
internal_value=0 -0.0124707 -0.0200614 -0.0348824 -0.0173884 0.0101866 0.0244843 0.220707 0.376299 0.563138 0.699019 -0.0642101 0.667617 -0.0240621 0.0804783 0.222276 -0.0184757 0.010662 0.0904875 -0.0233881 -0.00157816 -0.0143013 0.00709056 0.143037 -0.223928 0.11228 0.0529385 0.220907 0.383432 0.652852
internal_count=361931 345176 316773 231247 170637 100376 85526 4855 3109 2122 1891 987 231 68475 13252 5112 8140 80671 22111 58560 53033 52203 48227 11037 5527 10728 9430 5021 3247 1682
shrinkage=0.00502748


Tree=1515
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 728 588 869 609 648 575 507 705 566 126 1080 872 678 689 21 906 1450 667 382 430 1049 726 144 909 620
split_gain=90.9762 62.5607 76.4666 84.2641 70.9479 64.022 75.3162 63.9413 61.1908 59.6913 50.8915 49.7412 49.1107 47.7854 46.9976 50.4905 45.4449 45.1617 39.2438 39.2205 43.4717 38.6042 38.3412 37.7428 36.4932 36.0369 35.7402 35.6972 35.1047 33.9224
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 -0.49008176997875957 0.71188872395471614 1.0000000180025095e-35 1.6285028476148826 1.8166789435549495 1.0000000180025095e-35 0.65809631222906606 -0.0050352993931598944 2.1710320005650359 0.70880289725806289 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.1511195098725142 -1.6471741456694959 -0.12598777323505009 -0.49083279118224338 1.0000000180025095e-35 1.0000000180025095e-35 -1.2369097968503453 1.511805152420109 -2.5456679507321813 1.3470010873789862 -0.62658750036069699 1.1734518836084071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 11 7 17 -3 10 9 -6 14 -7 29 -1 22 15 19 -17 -5 24 -4 -21 -16 27 25 -13 -12 -26 -9 -14 -2
right_child=1 5 3 4 8 6 -8 13 -10 -11 23 18 28 -15 21 16 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-3.6784775159804115e-05 2.4275934956902354e-06 -0.00016601066242659932 0.00019821044474562354 -0.00022931057551515976 0.00034040239014124918 -9.5711030872724088e-05 0.00031818663744600606 -8.2079398948392738e-05 -0.00053051645892584869 7.42172472140156e-05 0.00029939273476906904 -0.00018332301298676961 -5.6955621529203741e-05 0.00011719894188431982 -8.9321125712511196e-05 -9.7583127538695754e-05 0.00025871935752075007 8.1256583027733753e-05 -0.00016378228589743849 -6.3883889356715535e-05 -0.00014584758890189313 4.815056458975552e-05 -0.0001997021529818157 -1.2126914616334273e-05 -0.00059207598750739244 -0.00013576999694558679 0.00022302620721166387 -0.00028456474380447283 0.00015546771232568667 -0.00014882038557942535
leaf_count=10316 41921 3824 2030 2881 3683 5883 3624 41031 279 11947 3819 1020 3120 2751 11912 2272 2492 4547 1511 56103 51514 19681 34126 3684 186 684 7814 4422 16123 6731
internal_value=0 -0.0500369 -0.0593352 -0.0779365 0.100437 0.056302 0.10725 -0.0881933 0.319992 -0.0629153 0.0381009 0.0113175 0.073394 -0.146272 -0.0761911 -0.0992058 0.110086 -0.0285949 0.141008 -0.110587 -0.116354 -0.00286769 -0.159153 0.141431 0.191158 0.265423 0.235186 -0.115929 0.137797 -0.0203121
internal_count=361931 332372 310854 251671 11390 21518 17694 240281 3962 157951 14070 59183 29559 82330 146004 114411 4764 7428 10531 109647 107617 31593 79579 8187 9020 4503 8000 45453 19243 48652
shrinkage=0.00087056


Tree=1516
num_leaves=31
num_cat=0
split_feature=815 878 1028 1444 1361 526 789 896 933 513 583 2 723 497 21 1312 1457 675 826 444 785 1329 566 657 792 125 60 665 1259 1449
split_gain=36.2409 78.0504 50.9995 39.6002 47.3873 34.9953 34.9886 39.5619 40.2498 49.3253 57.3909 47.5124 35.7054 34.464 37.2307 32.7597 32.5072 32.0736 28.5282 28.2621 28.1771 27.8019 27.5442 26.8956 26.7946 28.5611 26.4734 27.2878 27.7799 26.4569
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 0.61050815248025436 1.0000000180025095e-35 2.3757057381457001 1.1248358748350926 0.42670496010513392 0.68806224955729689 1.0454229551509682 -0.55326332990463356 -0.79998443882882009 1.0000000180025095e-35 -0.7553615547136906 1.0000000180025095e-35 0.44728035458284982 1.8601767835506282 0.44359160413691395 0.28344626543632634 1.0617732612454149 -0.86283290253235112 0.26536942375817424 1.9189241638422623 2.2603408215975165 0.6540212943698811 1.5320262332576917 1.0000000180025095e-35 0.85652824257920523 1.7802517673892091 0.79506610846124859
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 4 13 6 7 8 9 16 19 -12 -13 -4 -15 24 21 -8 -1 -11 -3 -2 -14 -10 -9 -26 27 -6 -29 -16
right_child=5 20 3 -5 26 -7 17 15 23 10 11 12 22 14 29 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.001321737483196558 0.00023996819689805425 0.00057302654644532912 -0.0011419767288485623 -0.0012398899456425297 0.00012796140314355264 -0.00081467816778593195 -0.00046269846593420099 0.00013728626648651244 -6.4040904094818477e-05 -0.00044745050493310478 -0.00015636487913201454 0.00070251388448780633 0.0016400403346693672 0.000182810873867125 -0.00079766928869270362 -0.00056178606005460017 0.0011493721383798339 0.00032292240376469752 0.00057534077233213198 0.0015273574249726511 -6.3012773553267813e-05 -0.00028154868504807139 0.0035413756308662649 -0.0012851843683306123 -0.0006551471172879128 0.00074509741043144058 -0.0012084870138128372 0.0010391101625509662 0.0055947015181334733 0.00041807372933311943
leaf_count=20782 45651 6687 8983 7681 8253 6789 23161 34907 18107 3684 2082 3459 4437 11759 15943 13393 2859 5895 1178 712 83108 13465 786 1876 8732 1384 1402 2420 122 2234
internal_value=0 -0.0435192 -0.108625 -0.0780571 -0.0567363 0.00315513 0.00791175 0.0206323 0.0470827 0.0693458 0.1745 0.256416 0.321886 -0.104429 -0.0664105 -0.0249931 0.0409654 -0.0632714 -0.257424 -0.0249465 -0.00170633 0.0294289 0.428622 -0.0400381 0.00200873 -0.0962245 0.0614896 0.0944782 0.283151 -0.138863
internal_count=361931 170552 80757 58797 51116 191379 184590 155534 97118 77135 15160 10764 8682 38919 29936 58416 61975 29056 21960 4396 89795 59116 5223 19983 45023 10116 12197 10795 2542 18177
shrinkage=0.00446426


Tree=1517
num_leaves=31
num_cat=0
split_feature=785 263 728 926 507 1148 119 150 965 878 848 1470 727 1392 539 497 927 885 43 876 635 967 1030 341 705 1047 14 1304 357 899
split_gain=74.5474 63.2639 77.5393 91.6051 81.3717 65.4097 62.1169 50.0098 45.4901 44.207 44.1576 44.0552 44.0238 43.4506 39.9728 39.0343 46.7113 38.597 36.0725 35.5888 34.7926 33.7426 32.8451 32.3119 31.8435 34.5319 32.5251 31.0325 30.0711 32.5497
threshold=-0.86283290253235112 0.66115833724634121 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 1.9644670326249816 1.0000000180025095e-35 -0.52571317712276111 0.10980254379742337 1.0000000180025095e-35 0.064962217503757108 -1.3072861918153278 1.0000000180025095e-35 0.33884867167867055 1.0000000180025095e-35 1.7001250133015622 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.58897366117843764 0.083619399866045191 0.99422031274767553 0.76477020397632989 0.42325249380490987 -0.71629993600141073 1.436274286981251 0.56633490548814824 2.8141068990389884 1.0537826598658413
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 5 8 6 11 -3 13 14 24 -4 -1 27 -5 17 -17 -9 -7 -11 -13 23 -14 -22 -8 -26 -27 -2 -10 -30
right_child=1 7 3 9 -6 18 10 15 28 19 -12 20 22 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-2.5534102363408978e-05 -7.5262515437314194e-05 -6.0961587728069101e-05 0.00014827100813986314 -0.00025322672781824231 0.00019220747375843196 0.00017534383592134162 -3.7572517705237002e-05 -6.2341510422774473e-05 -0.00010024892266406805 -5.7555925963098644e-05 -8.9854179910247531e-05 -0.00021074705315359801 0.00013292696429827072 0.00017027636488765681 -0.00011422252072468981 0.00021044105458919754 -0.00012443109190348037 5.8265137933115923e-05 -0.00018642484248236266 -0.00019181317918404202 -1.1720911669990288e-05 -0.00018226569140268411 -0.00019340666451643873 -0.00019926099979230736 -8.586507433518443e-05 0.00011287951989829545 -0.00017078524921245667 9.6599873585506669e-05 0.00072326182118474401 -0.00089521163092420311
leaf_count=12551 11748 25045 2023 26361 6453 5879 24335 14029 19053 32164 23383 16562 16011 5765 16477 6274 1413 20339 1210 10563 18013 12389 997 5838 4769 15420 1284 5288 239 56
internal_value=0 -0.0503852 -0.0681941 -0.0883843 0.0118391 -0.0519829 -0.0653377 0.005836 -0.0267976 -0.154058 -0.0246398 -0.131408 0.0615536 0.0415574 -0.220347 0.0476464 0.176168 0.0170486 0.146682 -0.105256 -0.14762 -0.107725 0.134358 -0.0570719 0.0126916 0.0688178 0.109192 -0.0186807 -0.10785 0.561665
internal_count=361931 332372 265272 216670 48602 131105 124016 67100 42149 85565 69191 54825 29559 22801 42838 42055 7687 34368 7089 42727 52802 36240 17008 23851 45808 21473 16704 17036 19348 295
shrinkage=0.000836755


Tree=1518
num_leaves=31
num_cat=0
split_feature=785 728 1431 727 852 727 539 923 65 784 694 1030 388 1470 982 708 647 590 1059 1107 1051 348 941 1046 583 914 493 346 428 353
split_gain=94.9027 75.4584 51.0307 48.3593 43.905 46.149 57.3775 47.8458 40.2818 45.6155 35.1633 33.7725 33.2066 33.1337 30.4155 34.832 30.0972 68.5509 29.9418 31.8867 29.3526 28.8476 28.3054 28.0813 27.7454 31.5036 28.0022 27.6792 32.5114 27.3435
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 1.3605314985471562 0.9594655836162902 1.2342127532274445 0.99422031274767553 1.0000000180025095e-35 -1.3664195657027294 3.0854258727671673 -0.55689657685208205 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.70798317714492942 3.5926503781727646 -1.2239035338659037 3.0707296396180284 -1.56246364468913 -0.55326332990463356 3.2762546484437549 -0.79147627600772263 0.22414172584433242 -0.68788648655711215 0.63280207191488913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 10 7 -7 9 18 -2 27 16 -11 21 -16 17 -3 19 -6 22 -14 29 -15 26 -26 -12 -5 -29 -9
right_child=1 12 -4 11 8 6 -8 20 -10 13 24 -13 14 23 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.5300209548208889e-05 9.8799496760467072e-05 -7.0780672774731877e-05 -9.1936488339377882e-05 0.00018455804585751787 -0.00015880089050839945 -0.00034615043662087719 1.6960645764379253e-05 -0.00013163049937165038 -7.2709578791047043e-05 -0.00054492153587430735 0.00029675957656971819 -0.00017457064367269842 -0.00040472676100025787 -0.00032631958921655932 0.001037884307931797 -0.00057078638394021924 -8.188847253958793e-05 0.00039205313489231396 2.7320438677104241e-05 -1.4240171026701127e-05 0.00068652505310552909 -0.00014908526537073046 0.00035417840369619911 0.00011127484254484565 -0.00011206184489908242 0.0011279947771478461 -1.4955889894257689e-05 -0.00030402554757908177 9.4083865240868685e-05 -1.4856025445193866e-05
leaf_count=12551 9356 3918 35150 12160 6469 2982 13234 31466 19174 217 1167 997 3341 523 146 103 74532 1190 49465 23769 142 16705 370 17846 9234 53 3419 748 3103 8401
internal_value=0 -0.0485063 -0.0284517 0.0775311 -0.0158889 -0.0576094 -0.0932615 -0.139132 0.00960977 0.0253329 0.0250719 0.153449 -0.107984 0.116661 -0.214027 0.650718 -0.0883533 0.0777109 0.00276889 -0.0512956 -0.118091 -0.228143 -0.12224 0.126174 -0.0511753 -0.127267 0.0864157 0.17813 0.0224443 -0.129179
internal_count=361931 332372 232437 29559 197287 79824 56595 43361 117463 98289 23229 17008 99935 18586 20295 249 79640 5108 79703 30238 40379 20046 40237 18369 13873 9287 4586 16011 3851 39867
shrinkage=0.000804263


Tree=1519
num_leaves=31
num_cat=0
split_feature=1235 407 785 319 1467 1470 1176 705 513 728 284 376 723 930 693 921 783 677 1323 326 1470 1116 1356 885 2 1455 1388 660 551 791
split_gain=76.0227 76.214 68.9615 58.881 58.5233 49.3944 52.1013 48.71 49.3488 46.4981 45.0407 45.0232 39.4603 71.5643 62.9229 46.3044 50.5262 42.7582 41.9219 38.6381 39.0853 38.1328 36.9263 48.3546 36.68 35.3954 35.2801 33.3192 37.8049 31.7846
threshold=-0.94625487755706195 -1.2965003005540392 -0.86283290253235112 2.3683501136148597 4.0242090356330973 -1.1535394197080833 -0.56141693056062925 0.86867179873090239 1.0454229551509682 -0.49008176997875957 2.3447682495800666 1.2189113891555967 -1.0570063487222232 1.0000000180025095e-35 -1.3595894605335417 1.0525743831388839 2.2099560249315608 1.0000000180025095e-35 2.8425200577949936 1.0000000180025095e-35 -0.31778773543280553 2.9156931588094528 1.0000000180025095e-35 1.6290983814687661 0.56540609001157427 0.80851755981579754 3.082668396781771 0.26872683687560334 1.1330630798453598 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 9 7 5 -1 -7 12 22 -3 26 -10 13 14 -4 17 -17 19 -15 20 -14 25 -9 -24 -22 -8 -2 -16 -29 -19
right_child=1 2 3 -5 -6 6 21 8 11 -11 -12 -13 15 18 27 16 -18 29 -20 -21 24 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=3.9877454350458262e-05 -0.00012433447630694872 -0.00016572891667078639 -9.782937164705478e-05 -0.00021015001269199539 0.00034711496274779846 -0.00016613252617423373 -9.2021792704040679e-05 -2.4663928295641156e-05 0.00011015288221948797 0.00011175598481786643 0.00031090086014396329 0.00048864930124109399 -7.324817825860719e-05 -6.3366548960161741e-05 0.00012441107934615695 1.4027133103253222e-05 0.00036473775608094819 -5.3355795985258975e-05 0.00050803971054205494 -5.7461219646333468e-05 -0.00032013576493322287 0.00056495489953086147 0.00014017409678339742 -0.00018649748440260336 -6.368880125455922e-05 4.9679587483319638e-05 0.00093031042298978757 0.0004097318812820354 -0.00021692486664896135 4.2281288594768706e-05
leaf_count=9999 34709 2130 3197 7322 989 40671 45000 27207 5666 20575 815 1042 10600 15668 6205 13390 1335 38541 366 24770 11115 295 9629 1577 3645 7434 103 2694 356 14886
internal_value=0 -0.0207411 -0.00732529 -0.0206321 -0.0976683 -0.104396 -0.123785 -0.0145382 0.0450886 0.103008 -0.128271 0.201137 -0.0345431 0.0347981 0.153532 -0.0531542 0.0579434 -0.0704435 -0.0583552 -0.123921 -0.204221 -0.0768829 0.014262 0.112817 -0.298584 -0.0824361 -0.143648 0.235324 0.411404 -0.0321152
internal_count=361931 257543 221916 199211 104388 103399 93400 191889 45121 22705 35627 6708 146768 28486 12452 118282 14725 103557 16034 50130 25360 52729 38413 11206 14760 52434 34812 9255 3050 53427
shrinkage=0.000836755


Tree=1520
num_leaves=31
num_cat=0
split_feature=785 470 395 728 203 471 1065 56 712 21 620 12 232 832 1085 1243 1235 332 1437 487 1322 651 596 784 1236 720 819 704 996 1449
split_gain=99.9779 74.3364 83.8968 55.0533 54.0378 47.8256 47.0665 43.5491 42.5741 40.5455 39.4308 37.7116 38.3346 35.8861 35.7365 35.2066 35.9878 33.1979 36.6035 32.8004 32.1169 31.9253 31.5694 31.1202 31.0226 29.8636 33.2033 32.7289 29.6045 29.1262
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0605395091208547 0.35930717134390644 1.0518754624258557 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 0.16760437365778322 -0.59727736220901595 0.92584771804271815 -0.55570228183368064 3.5775253332674297 0.14000445396469943 -1.24934742919911 0.65944866827063242 2.8257610812025367 0.013234244600584715 1.1026701529524578 1.1107569744011787 0.85969605735913768 0.9594655836162902 -0.66443602000037905 -1.0766812576247231 1.0000000180025095e-35 0.38857102954005002 1.0565563832172893 0.74561756370782817
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 7 15 11 8 -2 10 24 -7 17 19 23 16 20 -13 28 -4 -3 -8 -15 -10 -5 27 -27 -17 -19 -11
right_child=1 5 13 9 -6 6 21 -9 14 29 -12 12 -14 22 -16 25 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0001537644307121245 2.0319479405038434e-06 -6.5029531292199488e-05 4.4901476391489051e-05 -4.5813862408830231e-05 -0.00025338595280586563 -5.416496949995155e-05 -4.5966032954494826e-05 -1.2310475464640633e-05 -0.00021656111119558696 0.00010975523261016825 -0.00012808450512881477 4.030703936795803e-05 -7.5763837121034343e-05 -9.2485024201661257e-05 0.00092987846866098272 -5.8838119811254818e-05 -2.3007326704572305e-06 0.00020586597609294875 -0.00017575882555013678 -7.7787904443008937e-05 -0.00031125799684366448 -0.00031540628617937583 1.8558021687864199e-05 -6.2825446722217739e-05 0.0001700074145090525 -8.9975104270439198e-05 -0.00027071097841834956 0.00017379882924690922 -4.9881185193651612e-05 0.00032148531059010099
leaf_count=3396 5973 19462 19269 3178 20163 9355 4925 12527 27722 12857 3800 16878 4304 43736 67 7545 64163 9150 763 10343 2056 1391 9413 6676 4154 27947 4929 2385 1230 2174
internal_value=0 -0.0557349 -0.0967991 0.0734299 -0.170439 -0.0272414 0.0261466 -0.133536 -0.180904 0.104425 0.00982938 0.0515715 0.0829263 -0.0530231 -0.22262 -0.0511254 -0.0264976 0.109922 0.191825 0.00684536 -0.111687 -0.133537 -0.0897469 -0.228245 0.0989308 -0.106291 -0.141517 -0.000297993 0.222463 0.176683
internal_count=361931 332372 155889 29559 73128 176483 47996 52965 40438 26163 11132 41680 32325 82761 34465 128487 85681 28021 11143 29612 21518 6316 53149 34398 7332 42806 32876 9930 10380 15031
shrinkage=0.000788493


Tree=1521
num_leaves=31
num_cat=0
split_feature=1235 407 457 785 1467 634 332 257 705 1470 1176 284 723 713 1319 1454 1160 1116 1454 485 1469 1388 1255 403 1450 706 1458 1467 1002 771
split_gain=75.9847 78.9269 66.6885 62.754 59.8198 48.7393 51.9607 86.2536 49.1583 47.5624 54.2324 45.79 44.9804 44.1405 43.3437 42.1885 38.6575 37.7101 35.9086 35.6111 35.1029 34.8507 34.1676 33.5264 33.4801 32.4283 31.8105 32.4196 31.4398 35.1199
threshold=-0.94625487755706195 -1.2965003005540392 2.3716694046974869 -0.86283290253235112 4.0242090356330973 -1.3822626304572669 1.0000000180025095e-35 1.0000000180025095e-35 0.90721770011872871 -1.1535394197080833 -0.56141693056062925 2.3447682495800666 -1.0570063487222232 1.0000000180025095e-35 1.0122649484569957 -0.91909735138557946 0.68536004617275303 2.9156931588094528 -0.95790485680940063 1.4522995735257356 -0.63393269545937792 3.082668396781771 -0.043111472962934855 1.378570782590457 1.0705616865759604 -2.1369091745629771 -0.19179933198544472 2.6212945108504591 0.69854289147193727 1.5265272373495906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 3 13 9 -5 7 12 25 -1 -11 21 19 -3 16 18 24 22 -9 -7 -17 -2 -12 26 -14 -8 27 -22 29 -27
right_child=1 2 -4 5 -6 6 8 15 -10 10 17 -13 14 -15 -16 20 -18 -19 -20 -21 23 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=3.6273173098020343e-05 -0.00012381859495962292 -0.00017347083307430865 -0.00019915167981812042 -0.00015341106585604373 0.00034441803804602139 -2.0857837645727849e-05 -0.00039961513182823846 1.1043064592098935e-05 8.5915057784588603e-05 -0.00016416738439510982 -0.00012389202926681422 0.00030667536677812183 -0.00022421257219166571 0.00010917291978334037 4.6924624193790737e-05 6.847971024763915e-05 6.2035876646302022e-06 0.00055050121825185128 0.00056439368557115849 0.00040331147667478054 -8.0369550701225658e-05 0.00090290813215407502 -2.2370297513397461e-05 -0.0002261041390343164 1.2604365196307539e-05 2.2507558083552898e-05 5.694285786330597e-05 0.00064565936701295522 -7.694244433082838e-05 -0.00025760687077652094
leaf_count=9999 34709 1879 7781 9260 989 5419 677 720 22163 40671 24693 815 27686 20367 3882 13464 3566 295 697 676 14566 103 27741 2953 2676 59874 9879 164 12231 1336
internal_value=0 -0.0211774 -0.00752714 -0.00149552 -0.0980695 -0.0143691 -0.00746282 -0.0505628 0.0232086 -0.104872 -0.123908 -0.130547 -0.136123 0.104877 -0.173 0.0111248 -0.206194 -0.0760259 0.369961 0.0420349 -0.00125651 -0.146022 -0.0815561 -0.0463892 -0.242675 -0.00305002 -0.0219686 -0.0862844 0.000806719 0.0200932
internal_count=361931 257543 221916 214135 104388 191889 182629 86348 96281 103399 93400 35627 43905 22246 37810 42443 33928 52729 1417 6095 41026 34812 52434 27562 30362 74118 24609 14730 73441 61210
shrinkage=0.000820348


Tree=1522
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 470 728 507 962 1450 705 728 1465 50 21 620 1029 933 21 1098 967 1240 263 791 637 777 288 645 62 1236 789
split_gain=86.8293 72.5564 54.3228 59.5335 50.368 94.65 61.838 57.3479 52.8709 49.6934 49.1528 43.6964 42.0409 41.4209 38.9287 38.8366 36.7294 40.0303 38.704 44.2452 37.2321 34.284 32.9085 32.5996 32.158 32.9679 31.9805 31.5224 31.0691 30.901
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 0.66595742291584703 -0.49008176997875957 0.65809631222906606 1.3714217264408297 0.88343564287383192 0.62026487867602198 -0.49008176997875957 3.116712650924125 0.55630078546380823 1.0000000180025095e-35 0.16760437365778322 -0.65139616851932414 -0.84536291525214391 -1.4580664037135931 -0.65750918523183322 0.10708201222719889 0.82498411159110285 1.6445160113075163 1.0000000180025095e-35 1.0846750491945241 -0.8165053119859399 2.2163011302219005 1.0999280683389623 -0.67845511463764618 -0.66443602000037905 1.1248358748350926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 5 6 15 8 11 29 -1 12 16 14 28 -2 -7 -18 23 20 27 -3 -11 -19 25 -17 -26 -20 -12 -6
right_child=1 21 3 -5 9 7 -8 -9 -10 22 13 -13 -14 -15 -16 24 17 18 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00015228544177991641 7.0289383579705017e-05 -0.00011472913282318269 3.1163264733579316e-05 0.00036711965430168532 -1.4567131073881202e-06 -0.0002254756142666102 0.00018166535422389519 -0.00016439352812082977 3.619128026150013e-05 3.6644047019021858e-05 -5.4675651698442384e-05 0.00028735939729349042 -2.0910614965120864e-05 0.00014017592969861755 -0.00013881297442785347 0.00018112161500178416 0.00022130702485272682 -0.00011365292091044813 -0.00016246650996822325 -0.00015560083481841542 0.00012149117627628378 7.8827512568632445e-05 0.0001984514924931406 -0.00026964843425917717 -0.00012873343577406653 -0.0010581753377637854 9.8631822750986086e-05 -6.428709100140219e-06 0.00017031098775278285 -0.00012383532568373222
leaf_count=3396 12252 66760 10762 1780 27181 8661 6404 28905 16377 12315 3178 1019 28739 15031 3800 2086 1498 28898 7405 11838 4837 3060 4672 6559 13399 75 2268 16205 4154 8417
internal_value=0 -0.0520648 -0.0365543 0.0974231 -0.0442925 -0.0625738 0.0369987 -0.0880703 -0.0708693 0.0113267 0.0684445 -0.0887326 -0.0932001 0.0977498 0.00204492 -0.00711206 -0.121353 -0.105992 -0.113515 -0.0654098 -0.0184741 -0.125832 0.0985797 -0.17147 -0.0753475 0.171621 -0.112188 -0.0590683 0.090716 -0.0351501
internal_count=361931 332372 262552 12542 250010 197425 36484 160941 132036 52585 29559 115659 114640 26163 11132 30080 85901 77240 75742 40285 28447 69820 16987 35457 17828 2161 15667 23610 7332 35598
shrinkage=0.000820348


Tree=1523
num_leaves=31
num_cat=0
split_feature=1235 407 785 319 1467 634 332 257 1002 497 1176 713 284 723 1319 1454 1160 639 540 708 1454 485 1388 377 444 1469 1450 403 651 1465
split_gain=84.5999 82.5548 72.3528 61.0193 54.1 50.6876 51.3311 78.8258 51.5675 49.1335 48.7763 46.2464 46.1881 44.0108 43.6377 41.8006 40.9818 38.5046 37.8839 37.4664 36.8938 36.0832 35.3031 35.1963 38.1532 34.8884 34.499 34.0123 33.8827 33.7239
threshold=-0.94625487755706195 -1.2965003005540392 -0.86283290253235112 2.3683501136148597 4.0242090356330973 -1.3822626304572669 1.0000000180025095e-35 1.0000000180025095e-35 0.69854289147193727 1.5729800777409018 -0.49380082627878302 1.0000000180025095e-35 2.3447682495800666 -1.0570063487222232 1.0122649484569957 -0.91909735138557946 0.68536004617275303 0.20575322729665163 1.0000000180025095e-35 -0.49851309899333335 -0.95790485680940063 1.4522995735257356 3.082668396781771 1.4210717172751071 0.53875400747721158 -0.63393269545937792 0.95337257963916655 1.378570782590457 1.1107569744011787 -0.41120921193798426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 12 11 5 10 -4 7 13 9 18 17 -3 22 21 16 20 26 -1 -8 -20 -9 -7 -2 24 -11 -17 -15 -27 -10 -13
right_child=1 2 3 -5 -6 6 8 15 28 23 -12 29 -14 14 -16 25 -18 -19 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0001059193550454965 -0.00012546136849134659 -0.00017604087696242922 -0.00015481609527289491 -0.00020890100945739854 0.00031971754650281481 -1.9503312954800935e-05 -3.7821609862562017e-05 4.699478109548058e-06 -3.3476248625204384e-05 3.8662347220587741e-05 -5.1938839270328436e-05 2.3365870362478575e-05 0.00030633061290317022 -0.00022404632839090975 5.1358733728591751e-05 6.6501970271825103e-05 1.5154767992873883e-05 -0.00024646632297040962 0.00011146210094346189 1.1519070587537107e-05 0.00056537276594296711 0.00040734793938014552 0.00090734736219225121 0.0004113722227502595 0.00025743847787566457 -1.9494393496160897e-05 3.5029985977107463e-06 -0.00022853288967103415 -0.00024090615964507528 0.00016629057452415452
leaf_count=33533 34709 1925 9403 7322 989 5393 24678 719 12987 6935 55985 8054 815 27270 3879 13431 3568 13881 15404 29360 696 673 103 1126 3022 24583 3069 2961 2732 12726
internal_value=0 -0.0208087 -0.00685671 -0.020476 -0.101816 -0.0142754 -0.00717812 -0.0500591 0.0232507 0.0443309 -0.108276 0.10594 -0.132489 -0.131995 -0.168594 0.00885809 -0.201973 -0.172784 0.0234296 0.0566457 0.365959 0.0440635 -0.148006 0.166746 0.129199 -0.0034653 -0.239595 -0.0484164 -0.0830576 0.134374
internal_count=361931 257543 221916 199211 104388 191889 182486 86242 96244 80525 103399 22705 35627 43852 37786 42390 33907 47414 69442 44764 1415 6066 34812 11083 9957 40975 30339 27544 15719 20780
shrinkage=0.000820348


Tree=1524
num_leaves=31
num_cat=0
split_feature=785 728 1376 516 1116 1027 789 760 845 930 882 388 306 588 714 858 647 590 623 479 915 585 982 708 348 61 1452 570 1421 710
split_gain=94.8786 74.544 52.733 47.3312 50.6561 47.0201 40.4374 38.0695 36.8627 38.8926 36.4139 35.4392 35.3339 47.3515 40.9374 36.6698 34.6065 77.53 33.6358 33.7543 32.2173 31.5138 29.7497 34.5637 28.9794 28.8262 37.1693 28.0079 31.4958 27.9559
threshold=-0.86283290253235112 1.0000000180025095e-35 0.18805867694879752 1.0000000180025095e-35 -0.98151139863280401 1.0000000180025095e-35 1.1248358748350926 0.0340675632089932 0.28484765473989343 1.0000000180025095e-35 0.44470034393954044 1.0000000180025095e-35 1.0505480127069649 2.250834115212506 -0.62741635080033265 1.0825608069246189 -0.87782724458594241 0.58895901036483078 1.7453659736550049 1.6834386678921571 -0.11372201006058917 1.0000000180025095e-35 3.0854258727671673 -0.55689657685208205 -1.2239035338659037 1.0000000180025095e-35 1.0000000180025095e-35 -0.48460852809644533 1.0107116206971127 1.9207401787728819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 -5 21 12 8 9 -2 -8 16 13 18 -15 -14 17 -3 19 29 25 -1 24 -24 -13 26 -4 28 -18 -6
right_child=1 11 20 4 6 -7 10 -9 -10 -11 -12 22 15 14 -16 -17 27 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00017726716186706421 -6.9639832229942704e-05 -7.5166082365439899e-05 -5.5915953586633392e-05 -0.00012349047536178075 -1.9470826583285547e-06 -5.4511980290344539e-05 -0.00012142527793673839 -0.00011673556102181609 -0.00010280403795376023 7.0854093518342507e-05 0.00012221579142404916 -0.00042685691138772986 0.00017430626127467528 -0.00013032851630093311 0.00028965524130127203 -0.00013233726446315177 -1.680252018135641e-05 0.00043744193360110555 0.00015796423592689095 -0.00017411148381893214 -0.00012306972931775477 4.1269337661311774e-05 0.0010587839832464532 -0.00060180260348496981 -0.00016125046734514413 -0.00011190914254238338 8.5727838630518112e-05 -0.00011921892137941045 -0.00027668977844018177 0.00013738333498799764
leaf_count=9739 10757 3918 19864 8704 47093 8294 8937 22066 12830 16391 2127 3341 8239 844 3051 1232 24026 1190 4265 4176 31211 11526 146 103 16705 15397 10415 48137 2369 4838
internal_value=0 -0.0533415 -0.0334339 -0.0122966 0.0164266 0.0726244 0.0309382 -0.0609954 -0.0223708 0.0212259 -0.0847983 -0.112371 0.0488065 0.0301714 0.241726 0.160746 -0.0920826 0.0860088 0.0147576 0.000477392 -0.0860255 0.124321 -0.221559 0.630346 -0.23549 -0.0472244 -0.00715523 -0.106486 -0.0441416 0.0134163
internal_count=361931 332372 232437 155550 93506 29559 84802 62044 39978 27148 11064 99935 73738 64267 3895 9471 79640 5108 60372 56107 76887 21265 20295 249 20046 45676 30279 74532 26395 51931
shrinkage=0.000836755


Tree=1525
num_leaves=31
num_cat=0
split_feature=785 728 1376 1116 516 728 143 791 21 620 760 861 595 513 61 871 322 933 1065 1236 858 1449 1154 953 1452 363 710 776 720 588
split_gain=86.8852 75.1831 51.338 45.3473 51.6403 44.809 40.2015 41.8215 39.3608 39.4278 37.8856 41.071 33.2163 33.1359 31.9123 35.6355 31.6192 31.2338 40.9621 30.6527 29.4943 29.4865 30.2053 47.1943 29.4716 29.6463 29.4336 33.2611 28.5846 37.3942
threshold=-0.86283290253235112 1.0000000180025095e-35 0.18805867694879752 -0.98151139863280401 1.0000000180025095e-35 -0.49008176997875957 -0.72319605263816955 1.0000000180025095e-35 1.0000000180025095e-35 0.16760437365778322 0.0340675632089932 1.0000000180025095e-35 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 1.0000000180025095e-35 1.4725277493311824 -0.33422119364899694 1.0518754624258557 -0.66443602000037905 1.0825608069246189 0.74561756370782817 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.5507130340492431 0.39491139044278872 3.0067083171443492 -1.0766812576247231 2.250834115212506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 10 -1 -6 17 9 19 11 -5 16 -9 15 24 -3 28 -19 -7 -15 22 23 -10 -4 -26 -16 -28 -8 -30
right_child=1 12 14 4 6 8 7 13 21 -11 -12 -13 -14 20 26 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00015569729708137412 -0.00011815076876413961 -7.0726602464253656e-05 -5.9710056803915815e-05 -9.5462326585886551e-05 -5.8631469806336427e-05 -5.7519247905662852e-05 0.00020089566332410954 7.5151208976211037e-05 -0.000121216403951144 -0.0001510118672627069 -0.00012152644309511481 3.8129078701947283e-05 -0.0001944019596775108 0.00030747042993770567 -0.00019654787784707922 -0.00015562529018115078 -0.0002407738065595802 8.0934259067977568e-06 -0.00018455904884890782 0.00018409855468137803 -0.00013712604672894832 0.00035469254530775884 0.00021543131519602564 0.00018412595798951374 0.00020644892320165634 -2.4718279748333756e-06 -6.1250968450418639e-05 0.00099322857780733873 9.9871444558408941e-06 0.00034551284029240561
leaf_count=3396 15063 72576 25250 14652 16362 3178 4434 14705 3326 3800 19608 21425 20323 3816 16232 12288 7036 24722 4099 4154 532 2174 5917 3614 3759 9551 9704 103 15038 1094
internal_value=0 -0.0529114 -0.0329198 -0.0120673 -0.000994408 0.0675798 0.0302184 0.0515677 0.0954956 0.00229537 -0.0543457 -0.0142319 -0.112171 0.134033 -0.0848011 -0.0517328 -0.0927353 0.0198964 -0.02345 0.091375 0.284993 0.166754 0.129025 0.0370112 -0.0206429 0.0646684 -0.155735 -0.0520268 0.0821783 0.0403859
internal_count=361931 332372 232437 155550 140487 29559 84802 68440 26163 11132 55685 36077 99935 19053 76887 50848 79612 49387 28821 7332 4348 15031 12857 6940 38560 13310 26039 9807 20566 16132
shrinkage=0.000887971


Tree=1526
num_leaves=31
num_cat=0
split_feature=785 728 203 1307 852 544 551 700 405 1013 1469 961 388 1362 647 590 150 982 708 1466 348 1460 1154 953 943 596 21 592 521 574
split_gain=84.2129 68.3366 49.3872 47.064 59.3605 44.095 38.8973 39.6388 37.6518 37.041 36.2941 34.6314 32.1178 31.5866 31.566 71.5156 30.4714 29.7608 34.3586 29.2857 29.2547 28.7822 28.3765 29.6049 28.2047 29.5717 27.6535 28.1854 35.3649 31.3146
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3520813746060025 1.3390041783085433 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 -0.32020747625052681 1.0000000180025095e-35 1.0000000180025095e-35 -1.0352100314532211 1.0000000180025095e-35 1.0000000180025095e-35 1.0087403405179345 -0.87782724458594241 0.58895901036483078 -0.29312974472438658 3.0854258727671673 -0.55689657685208205 0.34470978700861038 -1.2239035338659037 0.9504607190545632 1.0000000180025095e-35 1.0000000180025095e-35 1.4693784537238983 3.0920830256423057 4.5933813388752975 -0.59494694347224619 0.61544172599432045 -0.71454879228704005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 21 -6 -8 10 -5 -2 26 14 -10 15 -3 -9 20 -19 -13 -14 22 23 -1 25 -16 27 28 -12 -30
right_child=1 12 -4 9 6 -7 7 16 13 -11 11 19 17 -15 24 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-9.2690088145727108e-05 5.6953752270401965e-05 -7.535048309678457e-05 -9.2402512776995209e-05 -0.00017752083955092977 -1.1011742089685058e-05 -5.6116679726619015e-05 0.00023664632652861699 -0.00011123936379852025 -8.247030665957626e-05 -3.40267745943194e-05 1.8852939854370662e-05 -0.0001412345543205091 -0.00042974581840971428 -0.00037570246715005502 -8.1655236302111047e-05 0.00042600623626874544 0.00014670372376831048 0.0010891810204152587 -0.00060623004022541016 4.3075835790255679e-05 -0.00015669448455985692 0.00027361987110456322 0.00015138826387126923 0.000102936838217666 -0.00023967186681437655 0.00032008460787654862 0.00086064873140651672 -2.5184877184974002e-05 2.0500452747823851e-05 0.00041425478288446832
leaf_count=4633 20394 3918 44513 12398 8286 8361 6494 2499 12026 19382 10603 14583 3341 1969 67289 1190 3306 146 103 3750 16705 2709 8580 5276 6654 589 89 69606 1099 1440
internal_value=0 -0.0518559 -0.0327982 -0.018996 -0.00528235 0.0668808 0.0967517 0.169233 -0.0221209 -0.104615 -0.0109292 -0.028243 -0.108424 -0.135564 -0.0891472 0.0807898 0.0447093 -0.212728 0.642127 -0.117482 -0.2267 0.117295 0.0876659 0.0118201 -0.102925 -0.0902112 -0.0106608 -0.0121325 0.0759666 0.292369
internal_count=361931 332372 232437 187924 156144 29559 20585 12299 135559 31780 121564 101170 99935 13995 79640 5108 5805 20295 249 18333 20046 21198 18489 9909 74532 67878 82837 82748 13142 2539
shrinkage=0.00085349


Tree=1527
num_leaves=31
num_cat=0
split_feature=1235 407 785 319 332 257 1467 678 1176 284 728 1071 723 1319 1160 657 1454 639 705 1453 485 1469 1388 1470 285 1455 917 1470 815 403
split_gain=90.9841 89.1029 80.0367 59.8141 56.9398 90.8004 56.3154 52.2952 49.1445 46.2732 45.6142 41.9422 41.8518 40.7141 40.5913 39.4792 39.388 38.7077 38.498 35.92 35.265 34.6398 34.4714 33.679 33.6745 33.2249 36.7471 32.6797 34.2675 32.1108
threshold=-0.94625487755706195 -1.2965003005540392 -0.86283290253235112 2.3683501136148597 1.0000000180025095e-35 1.0000000180025095e-35 4.0242090356330973 1.0000000180025095e-35 -0.49380082627878302 2.3447682495800666 -0.49008176997875957 0.69084194168817237 -1.0570063487222232 1.0122649484569957 0.68536004617275303 -0.29429909822911982 -0.91909735138557946 0.20575322729665163 0.90721770011872871 -0.033594567119601682 1.4522995735257356 -0.63393269545937792 3.082668396781771 -0.30201883572949845 -1.8386351294896461 0.33590288359190601 4.3127385003387806 -1.1535394197080833 1.0000000180025095e-35 1.378570782590457
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 9 10 4 5 12 8 -6 17 22 -3 18 20 14 23 -13 19 27 -9 -7 -4 -18 -2 -14 -23 26 -10 28 -1 -26
right_child=1 2 3 -5 7 16 -8 11 25 -11 -12 15 13 -15 -16 -17 21 -19 -20 -21 -22 24 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.00018883570343519165 -0.00013897936940094024 -0.0001643826983611105 -4.0259538663775899e-05 -0.00022210550158399748 -4.4796443458062998e-05 5.8921860852036797e-05 0.00034312667489687067 3.0162767300479166e-05 -9.6284354662039498e-05 0.00031923076409710752 0.00012156070973377817 7.5587006098797133e-05 -0.00013365008711173994 3.1631079028239413e-05 6.8140039961495568e-07 -0.00014213699691805875 6.15972243458276e-05 -0.00026665559498555537 0.00013192746338231963 0.00064291378518349445 0.00039573509554330843 0.00093277073925685232 0.00094157323522374783 -0.00028746218636200904 -3.1916868648026736e-05 2.1347848995436634e-05 0.00066038656661677022 -0.00014516725171378702 0.0002041068099912902 -0.00024417070867643079
leaf_count=1735 34709 2130 5805 7322 37096 974 989 37676 41520 815 20575 4050 13130 4079 3722 6450 14226 13881 15992 528 725 121 103 18366 25878 14249 216 29645 2153 3071
internal_value=0 -0.0234783 -0.00897822 -0.0232968 -0.0171647 -0.0613458 -0.107379 0.0142766 -0.11395 -0.139288 0.109556 0.0474972 -0.147726 -0.183153 -0.214843 -0.066954 0.000334071 -0.178583 0.0705335 0.339375 0.0186724 -0.0113503 -0.154777 -0.251647 -0.0552447 -0.0688688 -0.104674 -0.134853 0.0635853 -0.0600167
internal_count=361931 257543 221916 199211 191889 90625 104388 101264 103399 35627 22705 64168 45827 39297 35218 10500 44798 47414 53668 1502 6530 43296 34812 31496 29070 55985 41736 33533 3888 28949
shrinkage=0.00087056


Tree=1528
num_leaves=31
num_cat=0
split_feature=888 785 1027 803 666 126 815 1154 791 651 866 620 1234 1459 635 1298 1450 529 80 1453 713 585 1468 1467 414 569 601 1081 701 1049
split_gain=39.8099 37.5942 36.8907 36.537 67.8186 46.8254 37.607 68.0446 35.9633 37.5847 44.451 35.1574 33.6492 38.248 33.5348 48.2191 32.8092 35.1788 39.2302 32.5359 31.0598 30.8838 29.1117 28.1362 27.6089 27.5967 27.1561 26.8876 26.7232 26.486
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.85523949479533445 1.358136393041484 1.402259659649604 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.58396494997324677 0.5880156106821478 0.16760437365778322 1.0000000180025095e-35 0.6997810996132513 1.996609895293924 0.60955665694886108 0.13839823161113457 1.0000000180025095e-35 -1.9184277042439495 5.5477399240790328 1.0000000180025095e-35 1.0000000180025095e-35 3.2937191260639342 2.6212945108504591 -1.1344728020135331 0.5125857527683676 1.2182338416547627 1.4735812952876166 -1.0358122037206352 1.4069177371033732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 6 19 28 7 16 9 11 -11 -8 13 -10 -12 -16 20 22 24 -5 25 -1 26 -9 -19 -3 -18 -2 -6 -29
right_child=27 3 -4 4 5 -7 8 23 12 10 14 -13 -14 -15 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00089834882270802604 -0.00032615589262289472 0.0003929248633220631 -0.00029442456201879657 -1.6369742417105629e-05 -0.00073970181016735524 -0.0018728516191694241 0.00014426166119565849 -0.00013550450891825435 0.00024374947272088804 -0.00070013264063786633 -0.00045674122265285236 -0.00030609085278476551 -0.00016515529248407353 0.0012419327776792524 0.0023857718727985978 -0.00024344223942072702 0.00046751455115183368 0.014207715460576932 -0.0012368921735843037 0.0029056156294591014 -0.0010275634308308933 0.00015028582765638836 -0.0031424436184859096 0.00099622510401994446 0.0018981199747054233 -0.0016658193890501292 -0.0017391229745938562 -0.0017285462580339476 0.001454260385342528 0.0016943343096471677
leaf_count=8808 41839 3740 7217 44223 516 424 40340 56206 20943 18433 2416 26125 15515 3753 1051 1010 7896 30 5653 284 30681 10547 336 1928 114 1428 1049 4036 5067 323
internal_value=0 -0.0119921 0.064527 -0.0199785 0.0327491 0.237397 -0.0324182 -0.06818 -0.00908592 -0.0333569 -0.108984 -0.00699571 0.0452397 0.0933876 0.0699404 0.247992 -0.149009 -0.0460964 -0.241994 0.00158342 -0.197535 0.112671 0.039206 -0.0208736 1.2706 -0.0107486 0.0654213 -0.0913845 0.287479 -0.317909
internal_count=361931 315733 26572 289161 50514 6007 238647 109061 129586 89375 22910 66465 40211 24696 4477 2061 50927 15078 5797 44507 35849 19355 9281 58134 144 5168 8945 46198 5583 4359
shrinkage=0.00437672


Tree=1529
num_leaves=31
num_cat=0
split_feature=181 1169 795 548 608 1154 1367 1044 637 1365 1247 547 779 712 869 21 912 1450 1466 774 1246 1361 913 1252 890 1200 196 162 703 419
split_gain=39.265 35.2672 38.6747 46.0045 37.8039 42.8781 41.0138 34.2733 33.9165 32.9256 31.2926 29.3449 28.2378 27.4023 27.3608 33.9865 34.9213 29.5317 42.3768 27.8983 27.1787 26.3168 26.4468 25.5124 28.2163 28.5734 25.5 25.2945 24.9449 29.5715
threshold=1.0000000180025095e-35 1.0643747975631468 -0.29258408639884992 1.6327850790471963 0.66665475971017707 1.0000000180025095e-35 1.0000000180025095e-35 0.52549855904937026 -0.13898157243223117 3.6885994790703491 -0.43600671630864168 0.55489234843406188 -0.49064842772533596 1.0000000180025095e-35 -0.57653763495970078 -0.32341995197817647 1.7062504744213742 -0.49083279118224338 2.3955660385451081 1.5033568469461875 1.7162686212223128 0.55035703183932794 0.35928252288123524 -0.38817809359311101 -0.4085554837980378 1.0000000180025095e-35 0.72502857612549287 -1.0874050400604047 -0.49571808031551295 -1.897390608129444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 26 20 13 10 -8 -12 28 -6 19 16 -16 18 -17 -4 -7 22 -14 24 -5 -26 -1 -27 29 -3
right_child=-2 12 14 23 8 7 9 -9 -10 -11 11 -13 21 -15 15 17 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00031289809414423867 -0.00032554456031293931 0.0056393852778349332 2.6709241686234924e-05 -0.00077776550104569238 -0.00039255655515071214 0.00056443947888633707 -0.0004199066600751657 -0.00019889529269189198 0.0010178745071551189 -0.0040129146113115216 0.00064297696714503492 -0.0011202285367830299 -0.00042167476019242255 0.0006589537910539463 -4.4684832001231913e-06 -0.00068031525352125794 0.0014387503685140636 -0.0001550411604835732 0.0019618719830361451 0.00088051810584808534 -0.0007546757073396337 0.00010395917387351044 -0.0011754332906889291 -0.00090421080754876724 7.6823323584788609e-05 0.0086247444990085135 -0.0013084664546538628 0.0019204264139529026 0.00034716101372705255 -0.00045093213841244765
leaf_count=14154 75166 86 19229 2622 3959 27441 5469 8969 8907 180 10644 1202 24020 5089 33342 23009 1603 37444 521 4098 1631 6798 8947 7988 1688 77 4218 694 12407 10329
internal_value=0 -0.00820472 0.00342582 0.0343807 0.0494982 0.0265057 -0.0319459 0.0743482 0.133738 0.0393589 0.0489747 0.109187 -0.0617417 0.0434867 -0.023425 -0.0404384 0.0157021 -0.0711387 -0.133597 0.0411165 0.108788 -0.103303 -0.136707 -0.106416 0.0256835 0.192431 -0.115291 0.541799 0.00547136 -0.0857912
internal_count=361931 286765 224178 104932 91863 73908 35867 38041 17955 17495 17315 11846 62587 9048 119246 95919 34945 60974 23530 23327 29072 39765 32967 13069 5081 2459 18372 771 22822 10415
shrinkage=0.00455354


Tree=1530
num_leaves=31
num_cat=0
split_feature=50 56 1470 652 1035 1039 755 943 356 651 1176 1457 948 639 3 1246 1463 62 846 954 1448 1327 1459 898 1331 705 566 905 1314 1450
split_gain=38.5782 70.3964 33.3672 32.9972 35.6243 30.2233 29.3881 31.422 29.7862 28.3487 28.1296 28.0991 27.5509 27.3413 27.0294 45.4709 26.8957 27.1651 26.6173 26.013 25.4286 28.3197 32.8879 25.6706 27.1514 25.3029 25.9637 31.1213 25.215 26.4573
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.55024281929118113 -0.54601241768650477 -0.46713933630778215 0.27356497111670858 1.4693784537238983 -0.065741824432557605 1.1107569744011787 -0.54948467686383295 0.38861772836663444 3.754713660575463 1.7897613987468757 -1.5335238183863518 0.30763568297588462 -0.052537044703927886 -1.2811150420666217 1.2234972671348114 2.9053803668447165 -1.1530348467039975 0.23176722910246306 -0.1588990411266856 0.49743073782142011 -0.073809695637476025 0.58171897728819577 1.3455821480695043 0.74252482325830338 -0.82548413891789607 4.1029843513846318
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 18 5 -5 8 11 -3 28 14 13 -13 -8 15 -6 17 -10 -2 -18 23 22 -22 24 -1 -12 -27 -28 29 -4
right_child=3 6 9 4 10 -7 7 -9 16 -11 25 12 -14 -15 -16 -17 19 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0036925360596924348 0.00026885977085695881 -0.0001658709445606957 -0.0014087742886800547 -2.7777000608467028e-05 0.0023297651494955936 -0.00060521847254391874 7.7737945171449467e-05 -0.0015283401689450736 -0.00086633484031065132 9.0608110930100931e-05 -1.08118153364862e-05 -0.0009965935268614291 0.0097484992477368231 -0.0015934723699916797 -0.00038932436006388694 -0.0018784908992214144 0.00073300061902937272 0.00021012679979141716 -0.00044313389994382998 -0.0022932369501502798 0.0019761277849503914 -0.0014506687770992775 -0.00041759622682323891 -0.0032299934105995817 -0.00068365802346640099 0.00028836082832272756 0.0020247201268805458 -0.00068992857436193423 -0.00060910505993716382 0.0053623605770820237
leaf_count=506 55312 29402 12851 17749 1105 25328 18344 3549 3563 5936 46276 5615 48 1631 23581 573 11845 16194 6733 266 933 1195 1588 126 219 18509 1689 527 50669 69
internal_value=0 -0.0467253 -0.113616 0.00155552 -0.0185797 -0.0734158 -0.00918079 -0.0745836 0.0158467 -0.132224 0.00548048 -0.0490869 -0.198012 -0.00721119 -0.0625506 0.237393 0.0609497 0.0109823 0.0421134 0.139164 0.0643251 -0.0148364 0.11099 0.40102 0.531558 0.0275131 0.0874197 0.29509 -0.152755 -0.282542
internal_count=361931 164549 74092 197382 135337 43077 90457 29187 61270 69525 92260 25638 5663 19975 25259 1678 31868 19757 62045 12111 4567 3716 2521 851 725 67001 20725 2216 63589 12920
shrinkage=0.0047375


Tree=1531
num_leaves=31
num_cat=0
split_feature=728 659 480 526 785 1043 290 1458 588 714 725 921 921 830 651 507 519 369 896 771 497 930 515 973 744 911 489 998 990 1121
split_gain=37.8225 38.7424 36.7327 33.9257 34.2851 33.3616 31.7053 31.0477 31.368 52.0379 38.0108 67.5325 57.08 42.4287 40.4258 45.3499 35.6889 35.7493 35.6675 37.5154 33.3883 32.9207 34.3517 32.2835 30.0932 30.0135 30.7408 28.4305 29.846 28.0379
threshold=1.0000000180025095e-35 0.62821384419828064 -1.4181283859782512 2.3757057381457001 -0.86283290253235112 0.11420067967864868 2.1089670232183031 1.7240176626431569 2.250834115212506 -0.62741635080033265 1.0000000180025095e-35 1.0525743831388839 0.62154522891879982 1.682290731499746 1.1107569744011787 0.65809631222906606 2.1420547332082829 1.106599526467509 1.1780070679743837 0.90419804963812089 -0.89839960721943346 1.0000000180025095e-35 1.4353143596930875 0.44442249793720223 1.3025484894158337 -1.9113288392179579 0.64004213081112393 1.4163844920633186 0.65656536832909496 2.7535744895652434
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 4 5 -4 7 8 10 -10 12 16 14 18 15 23 21 -18 19 27 -11 -12 -23 29 -2 26 -1 28 -13 -6
right_child=24 -3 3 -5 6 -7 -8 -9 9 20 11 13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0029802904029102646 -0.00043020675356009999 -0.00039352101913382628 0.00022062613701946801 -0.0010024923552695822 0.00075201035381778291 0.0014753030265538714 0.00087550154150808446 0.0007704267242447867 -0.0010128287526658441 -0.0014665019206938049 -0.00069836290506738443 0.00018514842538723813 -0.00088698213853998778 0.0025815114111644617 -0.00067647842541720081 0.0018783706253530979 0.00081585552266494766 -0.0022898535137505101 -0.0014952273998295655 -0.0014807112665677245 0.0014606500408055059 -0.00028888668341200507 0.00088969224562590024 -0.00038238819172503971 0.00029588106203024336 -0.00047595048578827652 0.020156686803577021 0.0025755514053137367 0.0017401404278868538 0.00631578069097582
leaf_count=172 98011 41024 8336 6021 12931 6160 6952 7996 2191 718 38458 7570 5454 1456 3689 4452 5649 580 1547 1230 5974 39625 4712 5789 11079 30243 31 1252 2490 139
internal_value=0 -0.00344746 0.00860827 0.0189247 0.0236543 0.125544 0.0145609 0.0075998 -0.000204017 0.117398 -0.00898627 -0.0295753 0.0563392 0.098617 0.0970705 0.130782 -0.0540912 0.0906129 0.0624043 0.0985839 0.202616 -0.0677637 -0.0284392 0.0813986 -0.0571746 -0.0749491 1.02048 0.136906 0.0993598 0.138459
internal_count=361931 252841 211817 181371 175350 14496 160854 153902 145906 8883 137023 104569 32454 15545 27000 23311 89024 6229 14089 12542 6692 82795 44337 18859 109090 30446 203 11312 10060 13070
shrinkage=0.00589049


Tree=1532
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 852 727 539 923 65 784 1237 854 595 694 1470 927 714 322 1059 1107 1051 848 21 1112 1329 585 970 941 1046 497
split_gain=102.03 75.69 57.373 51.1678 49.7134 52.1559 57.415 48.7495 41.5028 48.8322 38.3519 34.7694 34.3638 34.1606 33.6213 31.9301 34.74 30.9375 30.8931 31.1935 30.6615 30.6172 34.5859 31.2763 29.7215 29.2273 29.1794 28.908 28.3058 28.2598
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 1.3605314985471562 0.9594655836162902 1.4298092310842805 -0.87473648844905705 1.0000000180025095e-35 1.2342127532274445 -1.3664195657027294 1.0483613175537825 1.0000000180025095e-35 1.4725277493311824 1.0000000180025095e-35 -0.70798317714492942 3.5926503781727646 -0.80540838421665562 -1.6471741456694959 2.0392883953790566 -0.18545265002268457 1.0000000180025095e-35 -0.11151978144639867 3.0707296396180284 -1.56246364468913 1.461728259125324
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 13 7 -7 9 18 11 -5 17 -2 -11 16 25 21 19 -6 27 23 24 -3 -23 -13 -24 -9 -16 -8
right_child=1 12 -4 10 8 6 29 20 -10 14 -12 15 -14 -15 28 -17 -18 -19 -20 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016180947909933384 0.00010420666743325928 -5.143666261315745e-06 -0.0001039505586648294 0.00031687000795839617 -0.00016825422286789366 -0.0003744756650806463 -2.8983450979249425e-05 -0.00011571205263239942 -7.8469468740648046e-05 -0.00057959799644730428 -0.00015471890630295226 8.4353680679605871e-05 -0.00018689262104377429 -4.2054138364877289e-05 -0.00034465511423362877 0.00027672017623943108 0.00012281070436855513 -0.00022813145896718242 2.8743108421745166e-05 -1.6754946699801196e-05 0.00074117299033517542 0.00058291280541965837 -5.4603731777197451e-05 0.0003807369765279296 -8.2582107560420521e-05 -0.00014254174615864032 -0.00014765275971014295 0.00037462158985074486 0.00012074736527286802 0.00017097439038136553
leaf_count=3225 9356 11633 35150 2402 6469 2982 10685 39867 19174 217 1892 3260 20323 13873 523 2725 12541 7036 49465 23769 142 541 32735 710 638 3514 26319 370 17846 2549
internal_value=0 -0.0510721 -0.0310149 0.0794371 -0.0177013 -0.062013 -0.0997995 -0.145557 0.00939844 0.0253412 0.108193 0.130364 -0.11051 0.0258447 0.11969 0.104361 0.0753716 -0.0907323 0.00202352 -0.052813 -0.124359 -0.077799 -0.101127 0.0261683 0.314772 -0.039176 -0.109193 -0.128582 0.129259 0.0144187
internal_count=361931 332372 232437 29559 197287 79824 56595 43361 117463 98289 26334 24442 99935 23229 18586 22040 19315 79612 79703 30238 40379 72576 60233 12343 1179 6774 59054 40237 18369 13234
shrinkage=0.00085349


Tree=1533
num_leaves=31
num_cat=0
split_feature=545 1442 785 470 119 705 543 1445 1454 1463 713 1466 1461 728 1098 1008 705 1097 792 1457 1469 1467 1237 1461 1456 332 497 772 1390 1452
split_gain=83.5396 74.5102 68.3724 50.8215 54.9389 49.2393 44.9487 44.636 43.0224 59.7465 42.4932 40.3789 40.1678 39.5327 53.8891 39.3393 36.8731 36.1657 35.7804 35.362 34.8558 39.3836 36.2439 32.2908 31.8554 31.4745 31.3257 32.2115 35.382 31.337
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 0.66595742291584703 1.0000000180025095e-35 0.62026487867602198 1.0000000180025095e-35 1.6380901172106308 -0.91909735138557946 -0.37812388882570003 1.0000000180025095e-35 0.60388684044670526 1.4098417307792441 -0.49008176997875957 -0.65750918523183322 0.49770748366498269 1.4639918312762195 -1.2571877020351898 1.0000000180025095e-35 -0.33496484878846661 -0.96833047545424733 3.8567296589757825 0.5723095224056084 -0.3640729456269281 1.0000000180025095e-35 1.0000000180025095e-35 2.2841970610333457 -1.3447714462136775 -1.3948684795961805 0.85148356494928035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 10 4 13 -5 15 12 9 -6 -3 20 23 -4 25 -1 -16 -12 -7 -13 -10 22 26 24 -2 -15 27 28 -22 -29
right_child=1 2 3 5 8 18 -8 -9 11 -11 17 19 -14 14 16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-8.9424166850710172e-05 -1.1220724450249806e-05 -0.00014989886715030009 1.6624783042588431e-05 -1.3551163186043371e-05 0.00037827197653873601 0.00018872856686298097 -0.00018904515540203024 -0.00017614141742946723 4.6006679984671868e-05 -9.3506086126182787e-05 -0.00019306237773692903 -2.0706696670253473e-05 0.00015132136870103663 -0.00019295047255729904 -4.8054830763774008e-05 2.7238438337827336e-06 0.00021805111338655666 0.00010731428763294541 4.2578737182546694e-05 0.00013750232178856 0.00041996688109279142 0.00052030630892817037 -0.00015032800260319731 -0.00021427136060343525 -0.00018197619890829709 -8.2208898258526219e-05 0.00025598050363299175 -1.5444846056265225e-05 -0.00029363113980457334 -0.00015895899294237863
leaf_count=58044 16268 2038 11868 25968 1583 5400 14850 14673 12008 1210 995 6182 2379 21738 26488 21165 1516 20526 10882 7060 225 258 9403 4390 4248 13582 801 39535 2424 4224
internal_value=0 -0.0235289 -0.00917786 -0.0224778 -0.0420655 0.0384219 -0.107864 -0.117612 -0.00740744 0.252635 0.0981872 -0.016157 -0.0664489 -0.0912399 -0.117349 -0.087311 -0.0435055 0.125032 0.122239 0.0870594 -0.0375423 -0.0606685 -0.0648782 -0.0955312 -0.0592604 -0.184693 -0.0433116 -0.050954 -0.308108 -0.0388685
internal_count=361931 267872 225914 202355 160105 42250 94059 41958 84913 2793 23559 82120 27285 75192 63324 79209 28004 21521 16282 13242 68878 56870 56612 24906 20516 35320 47209 46408 2649 43759
shrinkage=0.000743015


Tree=1534
num_leaves=31
num_cat=0
split_feature=785 1431 516 612 712 460 1160 1470 125 1237 652 657 854 927 1467 714 1047 12 729 284 377 1032 1457 1107 585 628 1110 18 1157 628
split_gain=91.7123 63.4201 47.6826 46.8034 45.4024 39.1324 38.5465 37.4149 39.005 36.7307 32.8594 32.2849 31.4353 33.8521 31.3804 29.9657 28.6894 31.9295 36.1963 28.0893 41.0178 27.9241 27.2067 27.1831 27.1448 26.6256 28.4563 26.3356 27.7436 25.8001
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.4788238215056537 0.68536004617275303 -1.1417127449306028 0.58518330826110332 1.4298092310842805 -0.55024281929118113 -0.80522708219444705 -0.87473648844905705 1.0483613175537825 4.0242090356330973 1.0000000180025095e-35 2.3738149868247693 0.12680148341908046 0.75637635299260908 -0.12890329430708061 1.0000000180025095e-35 -1.0769412657368138 1.1644139362256081 1.9154540409428416 1.0000000180025095e-35 -0.97087717511252636 -0.11878983175950131 -1.0530521793876233 2.7756082473683752 2.113959291928674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 5 -1 7 11 -3 -9 12 23 -2 -6 15 19 24 17 21 25 20 -13 -12 -11 27 29 -19 -27 -4 -29 -14
right_child=1 3 10 -5 9 -7 -8 8 -10 22 16 14 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00015756874716085789 -0.00019507077188756996 4.8304073851964526e-05 -0.00032336022032086785 -0.00019896891398071305 0.00030599612476768371 -0.00020484284435771168 1.9051278447855689e-05 -9.6621170383637275e-05 4.2752615764613129e-07 -0.0002438061524733629 -0.00016108468867071188 -7.2712391867452961e-05 0.00010350953098422873 0.00028159058652747645 0.00034297222707231411 0.00011395036448999727 0.00014975663288597241 -0.0001466895654784305 -9.8226455963020288e-05 -2.8635265710345266e-05 -0.00025520665953352134 -4.0156499065381773e-05 0.0004168282423191424 0.00023070978952470693 -0.00014127005911926854 0.0001402144010427619 -6.3697858857383607e-07 4.4964238839817449e-05 -0.00029862214905724161 -0.0010437370221087006
leaf_count=3225 11313 10718 813 17336 2402 10644 16259 70980 19606 1673 10025 20224 3183 2725 577 12541 3202 1930 8577 26638 8174 38161 219 2285 3514 10270 8990 34767 883 77
internal_value=0 -0.0510201 -0.0275616 -0.0936965 0.072836 -0.0782512 -0.0714296 -0.0658921 -0.0823846 0.0999309 -0.00097168 -0.0982064 0.121666 0.0969761 -0.0768089 0.0670968 -0.0267324 -0.0353189 0.0196274 -0.0833148 -0.13844 -0.0713799 -0.183384 0.0491455 -0.0391872 0.0624236 0.0863151 0.0345723 0.0425858 0.0938486
internal_count=361931 332372 203088 129284 29559 111948 83185 101304 90586 26334 119903 66926 24442 22040 55613 19315 81155 77953 29767 55036 28398 48186 1892 38748 6774 21190 19260 36463 35650 3260
shrinkage=0.00087056


Tree=1535
num_leaves=31
num_cat=0
split_feature=1442 752 1237 705 1457 702 503 561 906 1456 1467 138 1456 1388 993 844 1466 601 979 624 902 547 414 990 1461 153 462 1455 1464 1459
split_gain=38.8213 48.8654 42.8775 47.3602 46.6658 35.675 35.6161 34.304 35.0324 33.5406 36.2456 33.0349 31.6729 31.6331 31.5928 31.1656 30.2198 29.7136 29.2313 29.185 29.6931 28.3966 28.3677 38.2551 32.7141 32.1174 29.5149 27.936 27.8431 37.0036
threshold=-1.2625182715263061 -1.0752335520519363 0.5723095224056084 1.3612027609086828 1.2180895490156352 1.2813544906789154 -0.94607543640072678 -0.25501551215658241 0.013959331496272638 0.042545365537477266 3.8567296589757825 -0.0054639373162923078 1.5571501639310992 2.3422194059015995 -0.89727091510114898 0.75528886451846844 4.3648409664323795 1.2182338416547627 1.7480024097513165 -1.7542970784702376 3.4436453420943347 0.98135085155200674 -0.88842404664572883 -0.65173602059264935 4.3587965850032591 2.8563686579555259 1.9321621796069277 1.3141790966806519 -0.045917158466491741 -0.34268225306316674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 13 3 5 7 19 -1 8 -4 10 11 -8 -11 22 21 -15 18 -14 -7 -3 28 -5 -2 25 26 -24 27 -25 29 -21
right_child=1 2 4 14 -6 16 9 -9 -10 12 -12 -13 17 15 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00036963440076902206 -0.0011052298961634448 -0.0020936682545935384 0.00031365994187978086 0.0026543325189286068 0.0010177074392828283 -0.00021084960177047835 -0.0006791751145264613 -0.0010283338314358303 -0.00095775596424105876 -0.0016221609063197236 0.0026871673585520568 5.3347923747171995e-06 0.00011065252820608671 0.00053437698180252256 0.0005442263831835697 0.0054267689581636103 -0.0047173935831973084 -0.002955375294359415 -0.0019099280388715481 -0.00030042753673386409 0.003711246354109631 -0.0025373718939288108 -0.0010015692121083651 -0.00011881843905529243 0.0040490235690315412 0.0094418436648847671 -0.0023864719629996382 0.0015223392639269646 0.00032221178998995592 0.00020039158407242824
leaf_count=10062 11822 1166 10156 1605 3057 29010 31256 16010 6525 10092 534 23620 4678 1082 11560 224 225 880 1704 37872 300 183 13678 21547 255 54 1109 1789 59709 50167
internal_value=0 -0.00622071 0.0059732 0.0175335 -0.0721205 0.00815659 -0.0671159 -0.101948 -0.0268637 -0.0877619 -0.0602351 -0.0676972 -0.196786 -0.0784022 0.139619 0.266334 -0.0595813 -0.0495113 -0.0536678 0.0218648 0.0241537 0.397149 -0.0898387 -0.0564103 -0.000565523 -0.171605 -0.0117545 0.00613801 0.0227034 -0.00214715
internal_count=361931 280809 229249 193501 35748 180153 81122 32691 16681 71060 55410 54876 15650 51560 13348 1306 30939 5558 30714 149214 148048 1788 50254 38432 24700 13732 24445 23336 147748 88039
shrinkage=0.00555074


Tree=1536
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 516 143 21 620 561 595 1242 791 513 758 1071 1458 125 651 1002 322 1236 1458 21 848 1112 1452 1450 142 1382 1440
split_gain=94.3939 84.9056 51.4474 50.8332 44.6587 41.1826 37.2959 39.391 35.8997 33.399 32.4584 32.2396 39.8221 37.8155 32.9461 37.212 37.4687 33.1732 31.277 31.1088 30.2333 29.3619 29.0592 30.4643 30.0401 29.4198 32.3082 28.986 28.9348 32.4164
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 1.0000000180025095e-35 -0.72319605263816955 1.0000000180025095e-35 0.16760437365778322 0.40910772639584253 1.0000000180025095e-35 3.5578112322456241 1.0000000180025095e-35 1.0454229551509682 0.9327048103557759 0.69084194168817237 2.6054386111478895 1.0000000180025095e-35 1.1107569744011787 0.69854289147193727 1.4725277493311824 -0.66443602000037905 -0.82108684835595114 -1.6471741456694959 -0.80540838421665562 2.0951848200076593 0.42195240976845833 -0.49083279118224338 0.093087694967678575 1.0134361585418981 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 8 -6 7 20 10 19 28 14 -13 -14 15 16 -7 -16 -18 22 -5 -8 25 24 -24 26 -3 -22 29 -2
right_child=1 9 -4 6 5 11 21 -9 -10 -11 -12 12 13 -15 17 -17 18 -19 -20 -21 27 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015881618393343876 -2.5476505066295425e-05 -0.00026100426676474789 -9.3755396352822402e-05 -4.0880139861284204e-05 -5.6150527686343151e-05 -4.3734081365279089e-05 0.00032163351628285939 -0.00012949550695789876 -0.00011464490764137797 -0.00018184473451854716 0.00074341489430019311 4.0146614576494511e-05 0.00026764483206157739 -6.799657214059524e-05 -3.8109371639680188e-05 0.00029613268076003347 7.8863821053146946e-05 -0.00029714304681295747 -7.0352329698413149e-05 -0.00022415657219214036 0.00030148713560800038 0.0001127182425863699 -8.7399517281054238e-06 -9.0261971377932323e-05 0.00037630211422715108 -0.00026862935272774062 0.00059394628708784897 7.4057320156512954e-06 7.2967546508877061e-05 -0.0001744293558937046
leaf_count=3225 42157 282 35150 3207 25353 22421 2470 3831 23360 20323 183 20431 4658 1262 9481 1311 24903 1681 4814 7036 2482 12635 11475 59054 658 416 691 1709 8457 6815
internal_value=0 -0.0470954 -0.0257994 0.0786161 -0.0131807 0.0125129 0.107328 0.017 -0.0553288 -0.110139 -0.0271884 0.032702 0.0952308 0.238672 0.00747445 0.0299171 0.0202741 -0.0933332 0.0649307 -0.090625 0.10566 0.176621 -0.0776339 -0.0843135 0.0204146 0.26801 0.477314 0.220348 -0.0302401 -0.05152
internal_count=361931 332372 232437 29559 197287 116315 26334 11229 80972 99935 57612 90962 26351 5920 64611 53449 52138 11162 29717 79612 7398 15105 72576 71187 12133 1389 973 4191 57429 48972
shrinkage=0.000836755


Tree=1537
num_leaves=31
num_cat=0
split_feature=785 728 1431 1096 852 727 539 923 189 784 694 595 322 2 1051 21 848 661 590 537 1452 1450 585 582 1112 1463 564 521 583 914
split_gain=85.5996 71.5735 48.1657 46.456 44.0526 47.157 55.0765 46.7601 40.3663 40.6429 34.444 33.822 31.8325 31.0683 30.3196 29.6808 31.8374 31.2471 48.5418 41.568 29.8876 32.2599 29.3907 29.3345 28.9253 28.5349 28.4355 33.0741 27.8172 31.787
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 2.7059755265676442 0.9594655836162902 1.2342127532274445 1.0000000180025095e-35 1.4725277493311824 -0.98356635867290676 3.5926503781727646 -1.6471741456694959 -0.80540838421665562 -0.59275567010655072 0.58895901036483078 0.44238072866629086 0.42195240976845833 -0.49083279118224338 1.0000000180025095e-35 2.1384355827858248 2.0951848200076593 0.093599294775546141 2.1518408528082529 0.61544172599432045 -0.55326332990463356 3.2762546484437549
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 22 5 10 7 -7 9 -6 -2 12 15 -11 -9 20 24 18 -18 -20 21 -3 -1 -15 -17 26 -19 -28 -12 -30
right_child=1 11 -4 -5 8 6 -8 14 -10 13 28 -13 -14 23 -16 16 17 25 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00015890316701191556 9.2642571298290344e-05 -0.00023379752220090586 -8.8343404485274557e-05 -5.2364769102290246e-05 -7.3646894295829235e-06 -0.00033180242807573812 1.2006272945046769e-05 -9.6465295037710631e-05 -0.00035662496039580752 -0.00010181775798367281 6.6015510650868498e-05 -0.00016705571703289995 -0.00020704357636898042 0.00010710392003968897 0.00067053920783521274 -4.1445459054671063e-06 -5.6286406739152216e-05 -0.00014803404066366901 -6.1675574296897708e-06 0.00050492222329001396 -0.00024650940389725452 0.00055625915392809751 3.7512702781940643e-05 -0.00016974670423362009 0.00034550960975024685 -3.8732029331425839e-05 -4.5368682507171388e-05 0.00054604755410023144 -0.00010868875754909179 0.0010888249644554111
leaf_count=9701 9356 282 35150 8295 94682 2982 13234 40237 1168 2671 4586 20323 7036 17925 142 11475 7484 32060 921 788 416 691 11563 1017 658 16024 1413 364 9234 53
internal_value=0 -0.0503999 -0.0308771 0.0692804 -0.0186837 -0.0604503 -0.0964563 -0.141355 0.00684202 0.0102039 0.023109 -0.108285 -0.0886468 0.0910981 -0.12058 -0.0754994 -0.0822378 -0.1063 0.0156798 0.331271 0.274403 0.486203 0.12066 0.119025 0.0248932 -0.1317 -0.173595 0.114384 -0.0523286 -0.12849
internal_count=361931 332372 232437 29559 197287 79824 56595 43361 117463 116295 23229 99935 79612 21613 40379 72576 71187 59054 9193 1709 1389 973 21264 18942 12133 49861 33837 1777 13873 9287
shrinkage=0.000773033


Tree=1538
num_leaves=31
num_cat=0
split_feature=184 746 602 959 62 326 85 1369 1465 1467 1467 1457 21 1169 215 1286 792 746 1154 150 3 602 1457 561 1452 959 1469 21 942 158
split_gain=38.7565 37.8603 30.5268 34.0494 28.2059 30.5268 31.5104 28.0045 27.9138 29.8359 39.1418 32.5466 28.3991 29.5226 30.6922 30.1051 34.0539 33.9423 35.7876 36.4112 33.9157 27.6976 27.693 27.0808 26.5405 28.3913 26.3644 26.0546 26.8184 26.6597
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2907225086880219 1.0000000180025095e-35 1.0000000180025095e-35 0.075145464763796313 1.7956689146751461 3.116712650924125 -0.44899544734167229 -0.3295993541954565 3.9189526428767678 -3.9164670491403295 0.18848160436186537 -1.2360170231263641 0.78161905918100072 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.572229863602436 -1.2430446859170954 2.6455866734826223 4.7787224532167558 -1.0487237728655778 -0.18712507733977504 -0.98621059485438678 -1.2083100587446829 -0.70163543588998201 2.231519495564001 -1.2170507285727759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 7 -7 12 11 -11 -10 26 14 -14 16 17 18 -16 -20 -17 22 -18 -5 25 -6 -1 28 -22 -29
right_child=1 4 -4 23 24 6 -8 -9 9 10 -12 -13 13 -15 15 20 21 -19 19 -21 27 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0065429893145376571 -0.0022151739386269942 -0.00082693492645044401 -0.00029995401967606211 0.00076625413574144398 -0.00055471993468273796 0.00016377041275353167 -0.00079333558427902473 0.0030987896035493613 0.0025298826821164738 -0.0075490710987494167 0.00031978226760094944 -0.0018016323071853258 -0.00069041353376711294 -0.00025539733056511476 -0.00032951422910727329 -0.0014767053083537089 -0.00014355194624651458 0.00078680071322733531 -0.00042876098794890398 0.00065317760518966619 0.0010564691252765981 -0.0014372332844770925 0.002770801040848282 -0.00088365313434481184 -0.00021534914824321926 0.00062773555870599676 0.0043697363122056311 -0.0034177269918202399 0.0048266918168759438 0.00037848427754450713
leaf_count=35 7842 15632 34860 2248 4204 12645 6076 459 1607 75 2028 237 8791 67793 19471 1363 61797 10823 5864 15754 4560 2067 356 20912 16463 15003 294 273 230 22169
internal_value=0 -0.0507733 -0.0986473 -0.173212 -0.0166943 -0.067146 -0.0101544 0.0513476 -0.000501623 0.172828 0.00289614 0.36568 -0.00406321 -0.00508717 0.0105128 0.0172799 0.00131968 0.0436408 0.0131093 0.0708799 0.0782853 -0.031513 -0.023076 -0.133004 0.0245469 0.0793644 0.621906 0.0931827 0.235867 0.0635083
internal_count=361931 136344 65862 31002 70482 34812 19180 13104 225587 3947 2103 1844 221640 221311 153518 144727 116132 51912 41089 21618 28595 64220 62153 23160 35670 19207 329 27232 4790 22442
shrinkage=0.0053352


Tree=1539
num_leaves=31
num_cat=0
split_feature=1423 1426 1453 970 21 852 592 520 1469 1452 1429 1185 882 1464 1452 499 765 1463 692 1122 57 1361 1449 21 1465 1463 1454 426 496 704
split_gain=37.8164 37.6006 40.6134 39.8063 34.7838 34.7396 36.5395 86.959 34.1949 35.0198 31.6123 31.2808 29.7413 30.4958 38.8911 38.8135 29.2167 28.9828 28.5819 28.4335 27.3366 28.6559 35.2518 41.7693 30.7943 34.1373 31.5763 41.0502 28.9228 29.3252
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.9142027959396961 -0.33482593523350052 -0.13431221002227373 1.0747610123934368 -0.59494694347224619 1.5103007336851382 -1.1965077841566287 0.31080832553362553 1.0000000180025095e-35 -0.90509305188687483 1.0000000180025095e-35 0.74657910936426475 1.1844650239005572 -0.32417750224243447 1.9055793309111257 0.093599294775546141 -0.066302349236698185 0.54214313360808164 1.4243427035504792 0.55035703183932794 0.71251893840138358 0.62211875780133752 -0.13313348522110055 1.1779567482289683 -0.27695550371287897 1.4654480032270711 -0.3255975111611264 1.4574846684037308
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 16 8 6 7 -6 9 -1 19 -7 -8 14 -14 -15 -3 -16 -10 -5 21 22 24 28 25 -2 27 -27 -24 -30
right_child=20 2 -4 10 5 11 12 -9 18 -11 -12 -13 13 15 17 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00032867410275911056 -0.0011768892233211474 5.3676396557291086e-05 0.00078321223821165551 -3.5606843546826578e-05 1.3945707370065652e-05 -0.001518627254615379 -0.00057925672071691562 0.0025922975815488446 -0.00011507501756521193 0.001719582080683318 -0.00085234998226159809 0.00061053859069676504 -0.00013179511215732036 0.0015595849894821331 -0.0028606586182252092 -8.958412609366554e-05 -0.0016785346082929312 -0.00028800502131453128 0.0003748364979358639 -0.00097949687255719344 0.00052711810815533173 5.3147668249128611e-05 -0.0012283783253487935 0.0021175201933560529 -0.00034220777289388623 0.0019450634620791047 -0.00078656059368894214 0.012363081996344514 6.3232898770389134e-05 0.0035670009471535009
leaf_count=5579 25720 40480 4955 22522 13337 1122 27499 1884 33060 3528 27897 12135 35989 2935 1320 4798 1689 1064 38131 7144 4560 14121 3614 1203 19602 561 802 67 4213 400
internal_value=0 -0.00576285 -0.0422207 -0.053637 0.0125787 -0.0136337 -0.0297959 0.0667759 0.0480508 0.165295 -0.0967013 0.0862816 -0.050229 -0.0168755 -0.0426783 0.104662 -0.00155668 -0.312404 0.0297043 -0.0450998 -0.0673074 -0.0808643 -0.108976 0.0259237 -0.139466 -0.197947 0.185174 0.617505 -0.0453372 0.0726793
internal_count=361931 287068 104687 99732 182381 102083 88826 15221 80298 9107 57563 13257 73605 46106 38373 7733 42169 2384 71191 29666 74863 70303 56182 9430 46752 27150 1430 628 8227 4613
shrinkage=0.0053352


Tree=1540
num_leaves=31
num_cat=0
split_feature=612 56 188 1470 652 150 1470 1460 62 1425 475 1461 578 1466 1457 1468 1375 1457 1378 843 1119 848 1437 354 464 915 521 1454 1466 1449
split_gain=37.4049 32.8635 77.9811 39.2504 33.8782 36.6875 31.3792 34.3971 28.9011 32.0821 31.689 32.587 28.5718 28.4038 30.4631 46.0664 40.1285 30.8722 28.353 30.5625 28.1048 30.3698 27.7116 28.8918 27.5095 27.0955 26.9711 26.9437 58.8842 33.3188
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3782462404802098 -0.98896428961744431 -0.2067416126907046 -1.2126727935954851 0.40135300256177026 -0.97978507835213413 2.0058653102086748 1.0000000180025095e-35 0.81117059475233644 -0.87905496296652397 2.2763907064872897 0.65078176182541914 2.7220206540297416 0.59806352348768188 0.31419197391419401 1.0000000180025095e-35 -1.3576992449601988 -0.062727022344818098 3.7524743803482115 1.0000000180025095e-35 -0.94295402633510783 0.66699641782368668 -0.71147406142610647 0.61544172599432045 -0.91909735138557946 0.094792720476203268 -0.10644973506114641
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 22 7 -1 9 -8 12 -12 24 14 16 -16 17 27 -2 -20 -13 25 23 -6 26 -22 -10 28 29 -4
right_child=18 3 13 4 5 -7 8 -9 10 -11 11 20 -14 -15 15 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066318384687557587 -0.0006373112438721911 -0.0031115963961248143 0.003479134868328087 0.00044969953755896291 0.00021660624861871336 0.00017518774809613605 -0.0015825204763281332 -0.0012142279992172784 -0.00052561811170987068 0.0029757525019117261 -0.00032312560673524647 -0.00033710784940351037 -0.00093977570116775071 0.0010804438293413711 0.00028679105398120541 0.0027291268775408418 -0.00086236184491903021 -0.00089031970625925939 -0.0021395769256561475 0.00025042280198289788 0.0065873272610598253 0.01625561701570542 9.4501334089550562e-05 -0.00047133124490540874 0.0093905194945203708 0.0014810528097893387 0.0020678125586669361 2.0447421057036675e-05 -0.0022566984136992976 0.00035206508728302026
leaf_count=4963 34958 430 1033 22057 9833 72025 12671 1755 2443 291 13394 983 26617 2634 11164 894 9438 4641 967 9569 160 23 29198 40444 33 1040 771 46226 501 775
internal_value=0 -0.00804493 -0.0362414 0.0109219 0.0126182 0.000583318 -0.109583 0.0352385 -0.133297 -0.282008 -0.108544 -0.0124463 -0.157535 0.00678363 -0.0019786 0.0977946 -0.0224069 -0.000716089 -0.0858206 0.0148953 0.264209 0.500807 -0.033219 -0.0666291 0.0604997 0.447676 0.0317603 0.0154452 0.254122 0.43966
internal_count=361931 316437 142450 173987 173557 151500 65144 6718 58426 12962 45464 15600 29864 77306 74672 12058 62614 53176 45494 10536 2206 1223 79475 50277 3247 1200 3214 48535 2309 1808
shrinkage=0.00502748


Tree=1541
num_leaves=31
num_cat=0
split_feature=785 728 728 1080 1022 1361 150 21 620 595 619 625 471 1271 1236 1467 872 322 762 1151 52 1458 1449 142 139 1189 747 647 590 969
split_gain=91.498 70.9464 52.9102 50.8366 49.2919 56.1789 39.1189 38.7421 38.8039 33.9999 32.8107 32.8026 32.2429 31.455 30.8257 30.3034 33.7504 30.1348 29.7547 29.5404 39.7791 29.3774 29.4367 28.4983 28.3323 28.253 29.9249 32.052 41.485 29.4306
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 -0.45926076786608272 1.0000000180025095e-35 0.16760437365778322 1.0000000180025095e-35 0.83082504555296788 1.392426968282831 2.9395468797111257 1.0000000180025095e-35 -0.66443602000037905 2.6212945108504591 0.85297537480346686 1.4725277493311824 1.4137058901021422 2.4190504380954585 1.0000000180025095e-35 -0.82108684835595114 0.74561756370782817 0.093087694967678575 1.6307671772553987 -1.0096337021262032 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.25826253550662231
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 10 -6 8 14 17 11 13 -5 19 -4 16 -7 25 -18 -2 -21 -9 -23 -16 -8 -3 -27 28 -28 -29
right_child=1 9 7 12 6 15 24 21 -10 -11 -12 -13 -14 -15 23 -17 18 -19 -20 20 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.00017132966757142884 -0.00010475513091548555 4.2299172701406496e-05 -5.0603238597794567e-05 0.00013212746682926866 -5.2266647167665673e-05 -6.5664955020146447e-05 2.8211101830042867e-05 0.00034715484180705171 -0.00014370899078346624 -0.00019471359479680228 1.5714961321535992e-05 -0.00037970703395103075 -0.00080868986311130879 -0.00022164599524074295 0.00032344616412766444 0.00020369784368742293 1.1953922873831895e-05 -0.00023716245842725117 0.00028941459353022089 -4.2550579000555242e-05 0.00076677991210950987 8.3311713414228493e-05 0.00035127856261006775 6.4672227141833078e-06 -0.00013534612020285489 -0.00012444806202193548 -4.1093676804875071e-05 -0.00015212210374734766 0.0005449635331623517 5.8980459343126247e-06
leaf_count=3396 18945 10011 3178 7801 49367 44077 66951 2467 3800 20323 5287 4717 135 16970 2455 1823 9320 7036 1524 804 363 10738 1826 1699 4353 38406 1123 8833 702 13501
internal_value=0 -0.0492008 0.0744927 -0.0297703 -0.03651 -0.0758371 -0.0089278 0.104881 0.01234 -0.106859 -0.147687 -0.176569 0.12948 -0.153494 0.10082 -0.0340974 -0.0439718 -0.0871579 0.0596801 -0.0890362 0.264953 0.175582 0.133447 0.217221 0.021098 -0.0743812 -0.0929273 -0.0312542 0.238239 -0.0572722
internal_count=361931 332372 29559 232437 224501 103830 120671 26163 11132 99935 47086 41799 7936 37082 7332 56744 54921 79612 10844 20112 1167 15031 12564 4154 71304 72576 62565 24159 1825 22334
shrinkage=0.000905731


Tree=1542
num_leaves=31
num_cat=0
split_feature=51 519 858 701 911 588 723 785 906 583 21 1286 921 550 294 689 541 1035 271 552 1470 1452 416 1381 375 354 932 21 762 1053
split_gain=36.9739 32.9371 54.5187 43.5364 41.1303 50.9081 35.9245 56.6436 54.7083 48.8234 37.9292 35.8252 35.2738 37.2711 33.8013 33.715 32.5467 31.47 30.7782 30.7105 29.724 56.8112 32.6566 31.4 29.533 31.1677 29.3575 28.2731 28.2291 28.0569
threshold=1.0111847875080273 2.1420547332082829 1.0825608069246189 -1.077677565945242 0.91993200257387853 0.71188872395471614 -1.0570063487222232 -0.86283290253235112 -0.027201581659998756 -0.55326332990463356 -1.6471741456694959 1.8566435897555933 0.62154522891879982 0.29966714842153758 0.11261061366423297 0.72022076402865742 1.3659504366457669 -0.13254951413002389 2.2544765320025699 3.3057299501607855 0.88064864201853632 0.10933836406531246 -1.0825831117850246 0.15117245053153225 1.0591309280498242 1.5225780964414024 1.0405860362224371 -0.70163543588998201 2.109947825562037 0.17479285565113484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 24 9 18 11 12 -10 14 13 -1 -9 19 26 29 -8 20 28 22 -22 -23 25 -5 -13 -14 -11 -12
right_child=-2 2 -4 4 -6 -7 7 8 10 15 17 16 27 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00054666948212353777 -0.0003180284275945979 -0.0008090644740114184 -0.00092812700714267398 0.00017155859893153619 -0.00018954716429318426 0.0019181022278712343 0.00039764068215870452 1.2455617417806241e-05 0.0011521416925160074 -0.00016502460272866702 -0.00043313151193501999 0.00042667963508423174 0.0010000209075790439 0.0018184455568966645 -0.00037361313776945932 -0.00070478112907632962 -0.0019370787067293632 -0.00020791488830679221 -0.0012637639592036195 0.0033204100880804277 -0.0021546687564775891 0.0015217525575705665 0.00051451984967230415 0.0049689875958032976 0.0016698477094909761 0.0018658560871585594 0.0018993658691652266 -0.0010883912174484687 0.001470046477384204 -0.0010458233604247066
leaf_count=11317 54984 1988 2454 7554 3667 2639 20507 88155 1921 20158 29888 5775 784 1976 29600 6070 481 47879 914 235 594 678 3325 326 1513 930 1307 1690 869 11753
internal_value=0 -0.00648958 0.0730201 0.11178 0.145613 0.202263 -0.0134626 -0.0254102 -0.0376766 0.0415903 -0.083397 -0.00783509 0.137991 0.181447 -0.0182104 -0.0104111 0.134482 -0.090101 0.0774857 0.0235052 0.0157983 0.172727 0.0459018 0.630812 0.133907 0.0853553 0.167665 -0.0998582 -0.0209691 -0.139873
internal_count=361931 306947 20745 18291 16303 12636 286202 238180 216759 48022 91441 125318 15767 13293 117755 32255 7563 89520 21421 26185 25950 4923 3919 1004 9997 8484 7082 2474 21027 41641
shrinkage=0.00420677


Tree=1543
num_leaves=31
num_cat=0
split_feature=785 728 1445 784 728 1022 921 1430 964 21 620 727 785 595 211 771 322 1236 859 1458 1449 1189 142 747 647 590 969 1049 1154 953
split_gain=82.1702 64.2397 46.8353 49.5376 45.2935 43.3383 40.2554 37.551 37.2947 37.2372 38.1729 36.6126 32.2663 31.742 30.9022 33.3315 30.8709 30.5555 29.9207 29.3216 29.5088 28.9831 28.5976 28.3877 31.593 40.5729 29.3327 27.9339 27.8678 43.1868
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6380901172106308 0.9594655836162902 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 0.54622893720785959 0.80745641784395206 1.0000000180025095e-35 0.16760437365778322 -1.5722412400100421 2.9970139449733542 1.0000000180025095e-35 -0.49181971231032212 -1.045343385335564 1.4725277493311824 -0.66443602000037905 -0.98545034728205338 -0.82108684835595114 0.74561756370782817 -1.0096337021262032 0.093087694967678575 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.25826253550662231 1.4391907879700609 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 7 -5 8 14 10 17 -8 -7 16 -2 -16 21 -6 -13 -11 28 -3 -19 -23 25 -25 27 -26 29 -21
right_child=1 13 -4 6 9 12 11 -9 -10 19 -12 18 -14 -15 15 -17 -18 22 -20 20 -22 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00014901067045842512 -5.3193543909454196e-05 4.4776387219217729e-05 -0.00010480926994875864 1.3805285554743687e-05 -5.2109159373401492e-05 -1.2157199597016704e-05 -0.00013503956554499399 1.3605588028917211e-06 2.8405542954626575e-05 0.00032041797726521654 -0.00013877516690849462 0.00051389827870600808 0.00015723733247632199 -0.00017697635280139538 -0.00037749038928453562 -0.000138044225086862 -0.00022233807943467052 0.00029999609576226755 0.00016427713243025822 -0.00016514761044609697 0.00032483820784579855 -0.00011323225074952358 4.2430818599696101e-07 -3.5969352307188028e-05 -0.00017814046448226943 0.00051085591318983446 7.4749517599148875e-06 0.00022274226558653142 0.00017432563245129974 0.00014284081777366414
leaf_count=3396 17863 10011 30890 30210 3178 86201 1119 18440 6989 2467 3800 933 3855 20323 3514 27484 7036 2455 4939 2812 1826 38406 1699 1123 8150 702 13501 683 4935 2991
internal_value=0 -0.0474448 -0.0289447 -0.0183836 0.0699574 -0.0353192 0.0504879 -0.0784862 -0.112404 0.0980922 0.00726671 0.190445 -0.00586769 -0.102434 -0.138763 -0.187922 -0.0834028 0.0951155 0.254069 0.167536 0.125379 -0.0704485 0.211156 -0.0892546 -0.0291277 0.238771 -0.0549906 -0.165643 0.0838133 -0.0129181
internal_count=361931 332372 232437 201547 29559 164346 37201 74290 55850 26163 11132 6991 90056 99935 48861 30998 79612 7332 5872 15031 12564 72576 4154 62565 24159 1825 22334 8833 10738 5803
shrinkage=0.00085349


Tree=1544
num_leaves=31
num_cat=0
split_feature=1431 405 1470 667 697 1238 1455 556 21 1462 215 1089 1180 152 1311 651 996 886 716 766 75 1104 790 1393 862 574 601 1022 69 774
split_gain=36.4204 33.069 33.7877 33.8621 29.5667 29.133 29.8639 33.3872 28.4034 51.8086 27.0784 29.8675 38.347 37.7223 32.1129 31.6495 36.2858 30.5432 30.2862 29.0851 29.0367 29.6112 28.9841 27.2527 32.9485 26.7977 30.5262 28.653 29.6426 28.1195
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.1417127449306028 2.8959165655566772 1.5287275764984225 -0.40677623306953564 0.80851755981579754 -0.265526978028157 -2.9709283393608152 0.64216061943476632 2.2116149279191819 1.0000000180025095e-35 0.77481482633500665 -0.072124558321754365 3.3525900529922672 1.1107569744011787 1.0565563832172893 -0.56028990723182226 -0.69209399053639031 -1.695011218147956 -0.94793651273052093 0.1130216490547702 1.2042876177435089 0.88926366515746602 -0.97446007815901359 -0.71454879228704005 1.2182338416547627 0.67527595557081987 -1.1641295133489205 -1.418654849575685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 -4 7 -7 9 -1 11 12 15 14 19 17 22 -10 20 -13 21 -19 -17 24 -21 26 -20 28 29 -27
right_child=1 -3 3 -5 -6 6 -8 -9 10 -11 -12 13 -14 -15 -16 16 -18 18 25 23 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0059189847080945521 0.00040000883007938227 -0.00084113441544165872 2.2643030040105725e-05 -0.0027509626483343151 -0.0010347315333556768 -0.00017812379253346992 0.00038990083684691337 -0.00093237902136791991 0.00039130131229202258 0.0040817410684814703 0.00071845727150876418 0.0022288610288446606 -0.0007658052964289847 0.0003042201361258124 0.0040720895467063123 -0.00072819739264186117 -0.0024537838482542457 -0.0029882120025822921 0.000848408389681312 -0.0017127310873932323 -0.0031756424899603186 0.0086153892944355707 0.0012189010278948191 -0.00070642097094119087 1.0153111846958667e-05 -0.0025211009220411375 -0.0017898394463814087 0.00041891325982990009 -0.00064503579101345566 0.0014568073139302879
leaf_count=89 12817 18787 47885 1614 8786 20022 6310 23337 20271 448 6639 718 17483 60106 259 6458 1467 64 6756 2108 686 45 1279 11204 53649 407 991 6190 22929 2127
internal_value=0 -0.0463914 -0.0337075 -0.0483165 -0.0444154 -0.0336372 -0.0776098 -0.102305 0.0019358 0.481745 0.000595853 -0.0040808 -0.0374862 0.0169359 -0.0201355 -0.0148769 -0.133275 0.00495758 -0.0345648 -0.0232584 -0.428046 0.552227 -0.0742001 -0.0283002 -0.00792214 -0.0239606 0.103251 -0.0537646 -0.0920356 0.160525
internal_count=361931 139558 120771 107954 106340 97554 49669 43359 222373 537 221836 215197 87153 128044 67938 69670 9204 60466 40195 67679 795 109 7737 66961 55757 39400 7747 31653 25463 2534
shrinkage=0.0054419


Tree=1545
num_leaves=31
num_cat=0
split_feature=871 1298 1430 1469 785 189 21 1358 1370 601 1022 407 1380 738 598 749 735 150 885 767 838 497 701 1061 1004 1326 1 347 322 324
split_gain=35.9519 33.2052 60.125 48.7334 37.0941 35.1471 33.4579 33.4146 32.9763 31.9737 30.3444 30.2323 29.5148 27.9447 31.1645 29.4724 28.731 40.8608 27.6853 28.7698 27.9652 26.7546 32.2839 26.6608 42.2183 26.5892 26.5821 26.415 26.3913 30.8749
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 -0.86283290253235112 1.0062439196653703 -0.70163543588998201 3.1968723995974382 1.7737799021787686 1.2182338416547627 0.67527595557081987 -0.37808916136012399 -0.54527116141587595 1.0000000180025095e-35 2.8992606647053765 1.0000000180025095e-35 1.0000000180025095e-35 -0.82474901877781426 1.0000000180025095e-35 1.1849230938808055 -0.73003002677912943 1.2988238104382279 -0.88928343593451165 -0.87357009987099121 0.59444477453878863 -0.91072704165351459 -0.19420147657752682 -0.92774991855026945 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -3 7 13 21 10 11 28 12 25 14 15 -6 -15 -18 -8 20 -20 -4 -23 24 -22 -1 -13 -7 29 -5
right_child=-2 4 5 8 6 27 18 -9 -10 -11 -12 26 -14 16 -16 -17 17 -19 19 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00050587310391401921 -0.00032044135437915187 0.00060582229304072298 2.8037442421945982e-05 -0.00059904001310883358 0.00095967793519682344 -0.0016674872109089351 -0.00027520043369299717 0.0034108288135261135 -0.0018402233019823991 -0.0023182329115896791 0.0017785766402832379 -0.00059767094992044408 0.00059921909680593903 -0.00088234307965964277 -0.0026157148927089488 0.00023087186815982165 -0.0010671600441471568 0.00090739991252836508 0.0005375508417566721 -0.0004608598509630157 0.00012090250737136102 -0.00089910124474273793 0.0010937437407277577 -6.2464028138026147e-05 0.002603778601931595 0.0046336128438105957 0.001292790502431661 -0.00028237873707947781 -0.0010230447115034964 0.00025283701507537032
leaf_count=150 71831 13323 55267 24050 10303 2701 45440 294 4427 453 575 1880 778 4555 635 16065 1950 3982 14027 8921 2183 1036 4773 36324 893 455 1248 7760 17056 8596
internal_value=0 -0.00423509 -0.0327303 -0.0969811 0.0161771 0.00654482 0.00596382 0.0251489 -0.12463 0.0980132 -0.108371 0.147314 0.406669 0.0646473 0.101766 0.110737 -0.0375926 0.063433 -0.0127807 0.0144084 0.0327742 0.0213459 0.155441 0.00361998 0.184401 0.739945 0.0346086 -0.121214 -0.116927 -0.0788521
internal_count=361931 290100 131499 59668 158601 71831 145278 61370 54704 4964 50277 4511 1383 37490 27003 26368 10487 5932 107788 62348 53427 61076 5809 39400 3076 605 3128 10461 49702 32646
shrinkage=0.00483225


Tree=1546
num_leaves=31
num_cat=0
split_feature=785 728 125 257 727 703 1470 921 718 588 678 651 513 804 997 710 583 768 990 595 652 1452 1376 485 21 911 1028 715 322 1453
split_gain=95.016 78.7032 53.5314 94.5732 48.8674 45.0175 41.0532 40.4981 44.9975 51.7572 49.1942 43.4496 42.8336 38.6869 41.0517 52.0477 37.6813 34.1442 34.081 33.8453 32.9561 32.678 38.1334 32.4104 32.2969 32.1117 31.7338 40.3901 30.2316 30.0333
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 -1.2126727935954851 0.62154522891879982 1.0159173274103563 2.250834115212506 0.34708990927187483 1.1107569744011787 1.0454229551509682 2.2521318533151415 1.2208093854130835 1.4588992811557273 -0.55326332990463356 1.7378873544855813 0.22046490535518015 1.0000000180025095e-35 -0.98896428961744431 -0.5917826277685192 1.0000000180025095e-35 0.21839565384422893 1.0000000180025095e-35 1.1364642170254908 -0.96688480048775205 1.0000000180025095e-35 1.4725277493311824 1.3134811796837444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 -4 -2 8 9 10 20 16 -11 14 18 -16 17 23 -9 28 -7 -12 -23 -10 -6 -14 -8 -28 -3 -5
right_child=1 19 5 29 24 7 26 13 11 12 21 -13 25 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.7194903316144556e-05 1.999712812050743e-05 -6.6093014798387592e-05 -0.00015195891138825146 -2.6419183640447652e-05 3.6915667852032447e-05 4.0459254418103996e-05 -0.00029761993789037154 -4.9514735722146597e-05 0.00012880604316572398 3.54252183204927e-05 9.3062624487247027e-05 -0.00015735171503221651 0.0004489886569961362 0.00031595989298696003 0.00032080931510723238 -0.00034292351900225033 3.7801964427515828e-05 -0.00031282336552868669 0.00011806318655744305 -0.00018576422540033633 -0.00011219244593702071 1.3001670562695765e-05 -0.00014859063249319715 0.00040263740461485986 0.00019854122532161602 -0.00014292731575404297 5.6711326619061546e-06 -0.00017749012751348437 -0.00022624053497744624 0.00012312942053505782
leaf_count=12551 5332 72576 7397 49370 6893 5307 10857 10045 3172 7024 8866 2565 1406 1785 2838 481 12108 405 6130 20323 34783 15744 6894 2220 10115 324 6891 26019 7036 4474
internal_value=0 -0.0491917 -0.0287265 -0.0706915 0.0768368 -0.0018128 -0.161388 0.00703323 -0.0108919 -0.0332659 -0.0528592 0.0782063 0.113149 0.0891991 0.0612407 0.273853 0.114731 0.249229 0.0181295 -0.109865 -0.105705 0.00564247 -0.0362071 0.289792 0.153116 0.393923 -0.192702 -0.159167 -0.0902241 -0.0143871
internal_count=361931 332372 232437 102943 29559 129494 49099 122097 100818 80348 71594 20470 8754 21279 19494 3319 17905 5797 16175 99935 40090 31504 22638 5392 17008 1730 43767 32910 79612 53844
shrinkage=0.00085349


Tree=1547
num_leaves=31
num_cat=0
split_feature=728 659 625 1176 457 705 21 995 921 990 899 706 272 805 703 554 937 1089 885 909 457 348 1469 771 785 978 1462 294 1031 1065
split_gain=36.3627 37.3808 34.8805 38.1384 35.6807 31.9457 35.0036 32.0712 39.402 31.2707 31.4072 30.5708 30.0469 27.2888 26.9816 34.7502 26.0234 25.9939 26.0889 25.5103 28.2107 27.9307 26.6927 25.4097 29.3208 25.2778 26.1727 24.9672 24.8648 27.9145
threshold=1.0000000180025095e-35 0.62821384419828064 1.3252658997982083 -1.5478165694957997 2.3716694046974869 0.89008618839080589 -0.70163543588998201 0.38845619602581155 1.0000000180025095e-35 1.09266583130301 1.1219914327027658 -0.34486521972324052 0.19433589423024392 1.4663648571955066 0.036940811295759997 2.2781593037098271 2.1629107790618067 1.3034552812289562 -0.92873225317066288 0.9119020701661501 1.0000000180025095e-35 -1.2239035338659037 -1.3263328046252252 2.1044043402245265 2.9970139449733542 -0.76782521850537011 2.6555920454737483 -0.3147779585476172 0.19229998344560031 1.0518754624258557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 11 9 16 23 -11 14 25 17 15 -1 -9 19 -19 20 22 -22 -2 24 -7 26 -8 -13 29 -5
right_child=13 -3 3 28 -6 7 12 8 -10 10 -12 27 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00011307175859664099 0.0030719255649535003 -0.00032828622523726851 -0.0025723656085871911 -0.00020530482587932417 -0.00087140860191117179 -9.7534541932908913e-05 -0.00054447045399930671 0.000528569655040237 0.0017950231510783664 0.00058123817051415085 0.0026648815101158758 0.00040000068797275588 -0.00041602113432796144 -0.0010594104214913212 0.0010502971552835993 0.0032547230185690367 -0.0030495463264529027 -0.00070579073753029495 0.00063733079762506753 -0.00083240787762228513 -0.0024126945893907211 -0.00054761464426154351 -0.00012497702521557241 0.0010451953378893646 0.001821416801387822 0.000145080424400734 0.00218885200518542 -0.00060472810224579062 -0.00090158959825999954 0.0013741845593156904
leaf_count=12518 291 41024 1690 12629 6722 26631 12169 6429 4042 4743 1084 7001 28298 9728 10163 457 340 2745 7731 12415 2550 13495 60135 3452 1035 54942 396 7180 8298 1598
internal_value=0 -0.000477319 0.0113823 -0.0752881 0.0208494 0.0258162 0.00794143 0.0736854 0.179933 0.0439485 0.185848 0.0674153 -0.0137092 -0.0532308 0.117528 0.0462492 0.0711978 -0.0428549 0.0595698 -0.0582639 -0.0405999 -0.150843 -0.0195955 0.0161624 -0.00469764 0.00919452 -0.0830102 -0.0166717 -0.0534144 -0.000859437
internal_count=361931 252841 211817 24215 187602 180880 133124 47756 10811 36945 5827 37319 95805 109090 23138 12975 6769 99362 10476 88886 76471 16045 60426 31118 27666 67507 12565 14181 22525 14227
shrinkage=0.00523059


Tree=1548
num_leaves=31
num_cat=0
split_feature=785 516 136 789 125 726 921 507 712 924 50 150 689 922 1031 608 830 1092 520 728 382 566 578 1392 564 874 1237 609 870 498
split_gain=71.8887 59.8051 47.1027 45.8578 45.8556 52.4305 73.1832 56.2275 45.7649 41.6639 41.2267 40.6192 40.0163 37.9015 37.6641 37.0587 37.0479 35.4696 35.7019 44.3247 41.5721 35.7621 35.0634 34.2884 33.5856 33.4102 32.1457 31.5941 32.8424 29.992
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.58518330826110332 1.0000000180025095e-35 1.0525743831388839 1.0941628986121894 -0.63779424894106762 0.38785916688843908 0.55630078546380823 -0.572229863602436 1.1511195098725142 1.0000000180025095e-35 1.3639589500853952 1.0000000180025095e-35 1.8759508015093831 3.5957525378519168 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.58549121849924 -0.87905496296652397 0.4417539876894343 2.1518408528082529 1.0000000180025095e-35 1.4298092310842805 1.0000000180025095e-35 1.4311114217578251 2.2477103057654202
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 15 4 5 7 9 13 -1 10 14 -6 -9 23 -7 25 -8 18 19 -13 -21 -22 -10 -3 -5 -2 -24 -4 -29 -27
right_child=1 3 27 24 11 6 16 12 22 -11 -12 17 -14 -15 -16 -17 -18 -19 -20 20 21 -23 26 -25 -26 29 -28 28 -30 -31
leaf_value=-0.00015522252650690505 -9.3338402964599317e-05 1.3035544139327814e-05 -7.7614070742138309e-05 -0.00010613348916497024 -3.5673378275319219e-05 -0.00010214730663260556 4.6422236151582742e-05 0.00026744818077636853 0.00024246769588623035 -7.7029577090602939e-06 -1.8101001141629914e-05 -0.00010349039599105452 -0.00019381732989386918 -9.7251496952097902e-05 -0.00026113986007139292 -5.9700191818874885e-05 0.00037832000708180988 -0.00044367457377604151 4.5152926116842236e-05 0.0003492725789369378 6.5460122985202798e-06 0.00045526613748985534 7.0724643730454652e-05 0.00026317503337938865 0.00020060873044612233 -0.000213309121012312 -0.00017570547847034086 5.0763124364860453e-05 -0.00016461240752922105 0.0019756717598599415
leaf_count=3225 28036 7126 17777 22622 13643 36050 14083 4476 3439 30195 15812 1318 707 7153 9545 49859 1092 335 17599 3780 2596 622 21161 2237 1102 22603 1734 19382 2588 34
internal_value=0 -0.0441833 -0.0830697 -0.0197867 -0.00667715 -0.029301 -0.0513849 0.067386 0.0657753 -0.0776824 -0.113968 0.0532434 0.256555 0.0022845 -0.154824 -0.114215 0.0878346 0.0985379 0.107324 0.216955 0.281186 0.111454 0.0931143 0.0946284 -0.11009 -0.169428 0.063904 -0.0208392 0.0319937 -0.255883
internal_count=361931 332372 140279 192093 168369 128476 106777 21699 29559 91602 61407 39893 5183 16516 45595 100532 15175 26250 25915 8316 6998 3218 26334 9363 23724 50673 22895 39747 21970 22637
shrinkage=0.000820348


Tree=1549
num_leaves=31
num_cat=0
split_feature=50 194 728 694 1450 271 601 608 1043 1290 1455 699 982 1392 10 1469 1456 1452 1454 1450 1460 1457 1461 1451 1449 1458 146 1452 831 0
split_gain=36.3398 63.2358 29.1471 37.2338 33.5315 33.0794 30.5819 47.5606 29.1529 27.7929 34.0294 30.2497 31.9125 39.8946 37.3869 29.3769 38.6308 49.1127 39.6449 37.0656 35.7859 39.7661 33.3095 31.5922 31.2925 35.4137 30.1167 30.0663 30.0412 32.3091
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.7728219641349714 5.5426090097491345 1.8295593016215455 1.0000000180025095e-35 0.66665475971017707 1.6331856374152967 1.8124611990991408 2.5522110869383945 1.0515789206008181 3.0854258727671673 1.3811799370780193 -1.2912699953146529 0.25123789864468821 0.042545365537477266 -0.62767640989520535 -0.71584950188157126 -0.56086795541624013 0.16687898428478024 -0.14268812268834211 -0.17174023376621741 -0.35043874612534143 0.11043731599731825 -0.10624242523561524 2.0556245044164494 0.57845329651378008 2.0523937188146193 0.012397584012679904
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -4 11 -11 12 15 14 -14 26 19 -18 -19 27 22 24 -21 -20 -22 -26 28 -17 29 -2
right_child=9 -3 4 -5 -6 -7 -8 -9 -10 10 -12 -13 13 -15 -16 16 17 18 23 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00034738120782633168 -6.8601176265460496e-05 -3.0118351054654512e-05 -0.0005552348462074452 -0.0010452947557798881 0.0042693496171957819 -0.0020126413329233975 -0.0010232740732995492 0.0018134694709424667 0.0010478534813242154 -0.0006030987325508475 0.0026750328512107351 -0.00028337784617535008 0.0069577958936548672 0.0053210690522752973 0.0003021417353281261 -0.00027641905503754399 0.00069519788078765705 1.227257620303128e-06 -0.0025286574560504996 0.00026598902923566007 -0.00019370386178422188 0.0020716950529768405 -0.00069190913122582935 -0.00091412868983171557 0.0028156036813341756 -0.001197383431692074 0.00082702396636989283 -0.0022856554060073277 0.00091676615665642108 0.0003109144260587449
leaf_count=9327 52303 90336 32183 4498 126 4501 21071 1036 1471 11368 304 25914 75 216 1120 14199 2169 2816 2553 16756 3124 1949 5364 3491 843 330 6488 922 4433 40645
internal_value=0 -0.0415038 -0.106195 -0.00331368 -0.135094 -0.13925 -0.124495 -0.0805284 -0.100823 0.00544281 -0.106228 0.011621 0.0225315 0.348381 0.180384 0.0195804 -0.0231315 -0.146982 -0.228032 0.00572234 0.0529154 0.198056 0.00997831 -0.336276 0.0757357 0.379243 0.040493 -0.0838583 0.0305774 0.0218325
internal_count=361931 164549 74213 13825 60388 60262 55761 34690 33654 197382 11672 185710 159796 1411 1195 158385 54516 11029 8860 43487 28366 6246 22120 6044 4297 1173 103869 15121 97381 92948
shrinkage=0.00464461


Tree=1550
num_leaves=31
num_cat=0
split_feature=1371 50 401 533 278 1450 1055 1116 917 376 1454 1470 911 836 629 768 775 1470 49 1092 836 87 1323 1187 89 1189 214 1465 1464 636
split_gain=35.3323 34.0834 47.1068 39.3297 33.2995 34.26 34.52 30.439 30.0357 29.2764 28.164 26.5086 27.6895 26.2947 29.0963 27.9386 32.1805 26.0278 26.665 31.254 30.0164 24.9904 26.2905 36.7679 24.5077 27.0421 24.9419 24.493 30.8527 26.0082
threshold=1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.20780371193884792 -0.075093369740202656 1.908558163333788 0.11447391021459354 4.3127385003387806 -0.5514799173923951 -0.98478334500156417 -1.3664195657027294 -0.17907112360505958 0.33874722615291447 1.7152085040206202 -0.8266892245843136 3.081520672343963 -1.3664195657027294 1.0000000180025095e-35 2.9499917481720264 1.6776545001953791 0.59121943987967474 3.1011166587218653 0.91422344343810913 1.8007225764429928 3.3247017215659862 0.23165386377328931 -0.45749305878403218 2.6899512766821014 0.1159409986341219
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -4 17 11 -3 12 -6 15 24 16 -12 -9 19 20 -19 22 -2 -24 25 -15 -26 28 -23 -29
right_child=21 10 7 -5 9 6 -8 8 -10 -11 13 -13 -14 14 -16 -17 -18 18 -20 -21 -22 27 23 -25 26 -27 -28 29 -30 -31
leaf_value=-0.0014204333413626764 -0.00030441572604530753 -0.001867633748832573 -0.00011510268891391033 -6.0939451744885891e-05 0.009826564616019549 -0.00015274633431126226 -0.0041330409074076943 -0.0024747576832196689 0.0059844092182314134 -0.00065123819753611935 0.00089192634255018475 0.00010950921109291666 -0.00060154850634443527 0.00012276488599192816 -0.0011358258778144828 0.0002425254606661342 0.007066915362539815 0.00062412777332537675 -9.7204853062077289e-05 -0.0018033733126259477 -0.0011778832668992338 -0.0022285783332680969 -0.0012944230212662592 0.0086740244355843332 -0.0005170260531972582 0.006036546679547867 -0.004436318862426793 -0.0012823703464659851 0.0066127626921095315 0.0006169060899090487
leaf_count=19293 37538 1098 78853 45877 68 11182 733 430 109 21475 9534 13665 66 25360 3178 33469 105 28136 17659 725 1333 4097 134 82 800 97 369 4029 78 2359
internal_value=0 -0.00497239 -0.0193206 -0.059218 -0.105179 -0.17741 -0.0609715 0.00734069 0.04818 -0.0544295 0.0343195 0.0328128 0.939262 0.0390165 -0.00891196 0.0733715 0.174574 0.0454835 0.0503946 0.0871614 0.0981087 -0.0768988 -0.0492604 0.706432 0.0133854 0.0265555 -0.297505 -0.194336 -0.364523 -0.0962196
internal_count=361931 313614 239604 112359 66482 31208 11915 127245 48392 35274 74010 13799 134 72912 29804 43108 9639 48283 47853 30194 29469 48317 37754 216 26626 25457 1169 10563 4175 6388
shrinkage=0.00555074


Tree=1551
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 712 1237 726 747 746 520 647 590 846 146 20 795 566 981 1298 516 827 464 713 854 927 714 282 1396
split_gain=92.9239 63.7472 47.4698 51.7666 50.439 47.434 45.3739 36.351 35.362 31.7867 32.4746 32.3418 30.5898 88.7568 33.7575 31.0002 32.1202 30.2461 38.6361 37.8826 36.0402 31.5419 31.8155 35.7069 31.4761 29.9759 32.5145 33.4428 29.1685 29.2543
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.63779424894106762 1.4298092310842805 1.0000000180025095e-35 6.1031850957970919 1.0000000180025095e-35 1.5103007336851382 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 2.888475460910541 -0.37168563270387045 1.0000000180025095e-35 1.9839842507384622 1.7060327193526743 1.5690779363521359 1.0000000180025095e-35 -1.1316860141787215 1.0000000180025095e-35 1.0000000180025095e-35 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 -0.94278280720258245 -0.22066983381662078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 9 -4 -1 25 -7 10 28 -12 13 -3 -14 -16 -17 18 21 -19 -20 22 23 24 -5 -8 27 -27 -2 -30
right_child=1 12 5 17 -6 8 7 -9 -10 -11 11 -13 14 -15 15 16 -18 19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00015077055225151738 -0.00037845211507102984 -0.00010077509262471951 6.4527197413830848e-07 0.00024191119510318083 -3.7591569728011458e-05 -0.00011060311596783847 0.00029990551843481358 -0.00015164098817918941 0.0002106082539476145 0.00055991407062226781 -9.1628571394019093e-05 0.00024440828770136815 -3.9802868297332299e-05 0.0004231787699012335 -0.000130538577325025 -0.00024268677751441918 0.0009392582940880857 -8.2657595219455096e-05 0.00017600807694750415 0.00015560428978774596 -0.00023482056357806611 2.3523170861386625e-05 -9.5061532673780319e-05 0.00021693295452432018 -0.00018273948689888312 -3.3722332093008102e-05 0.00027712299669712022 0.00011989266398793179 -6.8085198818160702e-05 -0.00021811443105396774
leaf_count=3225 5009 4821 34551 872 45923 1345 2402 1892 6250 169 6267 1053 29774 1384 63616 158 182 26904 6081 2092 703 40756 20522 2489 2582 6774 2725 12541 11935 16934
internal_value=0 -0.0470749 -0.0286384 -0.0442646 -0.088938 0.035725 0.0778038 0.104902 0.182842 -0.161836 -0.168453 -0.0384359 -0.101897 0.0538679 -0.11427 -0.148213 0.520618 -0.0137525 0.0088576 -0.0730344 0.154851 -0.00734315 -0.0688023 0.0715017 -0.0861451 0.126533 0.102401 0.073081 -0.211318 -0.18264
internal_count=361931 332372 232437 190291 87290 42146 29559 26334 7595 41367 41198 7320 99935 6205 93730 63956 340 103001 74005 28996 6784 67221 26465 5943 3454 24442 22040 19315 33878 28869
shrinkage=0.00085349


Tree=1552
num_leaves=31
num_cat=0
split_feature=728 1445 548 785 852 1020 713 921 816 791 706 686 659 633 1366 1453 284 974 1188 1117 1327 213 1285 225 1159 77 365 906 1113 18
split_gain=77.3659 57.2637 52.5242 61.3617 52.7827 48.1403 41.3777 39.6516 44.9176 38.2459 38.2391 37.4132 35.4364 37.424 34.0743 33.795 31.9523 31.5764 32.714 32.6715 30.9331 30.1572 29.9887 28.9309 28.3824 27.9169 27.6372 27.5568 27.1251 29.7708
threshold=1.0000000180025095e-35 1.6380901172106308 1.3419342387057427 -0.86283290253235112 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.92870374882376117 1.0000000180025095e-35 2.0258146145105322 0.74125683352085103 0.62821384419828064 -0.77899086806337892 2.0183251275724516 0.51954049301251548 -0.21509394043555266 0.66264601578696347 -1.0109673526320224 -1.6505790610122235 -0.062887192807468448 1.0798933125503087 2.2712867920001698 -0.41542688760689644 2.1832209339875042 0.95053894427522623 -1.0700355915467834 0.24034435385576533 -0.75741102872009847 0.37011006970707366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 12 22 -1 9 -9 16 11 24 13 15 23 -5 -6 18 19 -12 -21 28 -2 -15 -7 -8 -11 -25 -4 -30
right_child=5 -3 21 4 7 10 25 8 -10 26 17 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-0.00013677382355712132 -0.00013051397267170017 -0.00010390253546033493 5.1900339443263707e-05 -0.0001147793020082883 -0.00019628506183901731 -2.4404151537832103e-05 0.00012730735511590658 -0.00040567869281852605 0.00020839871278805486 -0.00050487758243063848 -0.0010500271468751926 -0.00017111925740604441 -8.3899868533384499e-05 6.5606324412390135e-05 -0.00016491926401338686 6.3841437033592774e-05 3.3324046911278628e-05 -0.00025993823006778652 7.0451276130312863e-05 0.00067034497738205584 -0.00017548060433532941 -0.00023445195038003164 -0.00046823912995966051 2.2630559274859916e-05 -0.00032790132650888922 0.00038179604573366192 0.00020508855570895606 -6.9302869747395817e-05 -5.0234845061525849e-05 -0.00023319946680673337
leaf_count=2047 45368 32930 7944 19436 3536 40797 11967 437 8269 217 74 14272 25073 33115 4064 5304 5749 777 2914 926 253 5319 2161 38612 1548 2113 3732 18120 18526 6331
internal_value=0 -0.0152881 -0.00413407 0.00939153 -0.00263189 -0.0911519 0.137096 0.0907119 0.196879 0.0188343 -0.0502423 -0.0680143 -0.0181136 -0.00293463 0.015366 -0.081505 -0.0545677 0.142951 0.221231 0.508562 0.582677 -0.0877798 -0.155901 0.0235408 -0.0376765 0.17886 0.187001 -0.0056492 -0.0605008 -0.101814
internal_count=361931 252841 219911 181791 165664 109090 16127 21940 8706 13234 61561 56617 143724 118651 93911 24740 9285 4944 4167 1253 1179 38120 47529 89847 42345 14080 3949 56732 32801 24857
shrinkage=0.000905731


Tree=1553
num_leaves=31
num_cat=0
split_feature=785 728 1445 852 712 896 928 692 1237 1452 954 595 1023 854 927 730 77 899 791 885 460 848 1112 1454 6 1469 1470 585 1104 746
split_gain=95.4503 81.1146 52.4923 54.9261 50.3872 49.2405 51.0495 42.1823 35.9173 34.6957 34.6014 34.1782 32.3628 32.2243 32.4965 37.0777 31.0954 30.5258 30.6344 29.8237 29.7052 29.7406 38.4672 29.6472 31.8623 29.4945 29.0823 28.5918 28.3319 27.6967
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 1.0747610123934368 -0.63779424894106762 -0.28794826445342053 -0.52992354128753727 -1.0353775541481285 1.4298092310842805 0.68011561037582036 0.98873640907070304 1.0000000180025095e-35 1.0000000180025095e-35 -0.87473648844905705 1.0483613175537825 -0.33215574005720661 0.76064429937511846 0.61042563642583481 1.0000000180025095e-35 -0.92873225317066288 1.4788238215056537 -0.80540838421665562 1.9876916957218846 -0.2363894608792538 2.1700102224353928 1.4039267167446501 0.78209301887286675 1.0000000180025095e-35 0.37964429882696765 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 12 28 13 -4 11 20 -2 -6 15 -15 -14 18 -9 -19 21 22 -3 -7 -25 -11 -12 -17 -5 -8
right_child=1 10 9 7 8 23 29 17 -10 25 26 -13 16 14 -16 27 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016443842515988412 -2.9474805472710214e-05 -1.99588537933826e-05 -9.9268581201459612e-05 -0.00027412780404768692 0.00031374311914018546 -9.511246262788318e-05 -7.6522388249231955e-05 -1.2322212380307063e-05 -0.00015108673961301532 5.790925357742834e-05 0.00012204435611193581 -0.00020349564506455078 7.8468757431091366e-05 0.00012518964613185266 0.00028284559919357051 7.9744084229456608e-05 0.0002609804441595626 -0.00031551680553085914 0.00018010529689945615 0.000219924588776154 -0.00024810465110829268 -9.8648151852639426e-05 0.00040662199563099878 -8.9596605434459007e-06 -0.00033821105042848321 -0.00069276806615381644 -0.00020605374351591625 -0.00015082375408655371 0.00014264194774126778 1.3669405096480941e-05
leaf_count=3225 6980 11036 52267 1931 2402 39309 23488 8633 1892 8655 4512 19547 14016 12628 2725 3218 3653 358 3841 6874 6577 56060 754 34308 1159 324 1449 3469 788 25853
internal_value=0 -0.0481802 -0.0274035 -0.0095973 0.0780711 -0.0252748 0.0132377 0.0854625 0.106613 -0.0895845 -0.109752 -0.122844 0.0906413 0.128073 0.103076 0.0738357 0.137196 0.117318 0.05501 0.222997 -0.102055 -0.089047 0.0161028 -0.0656871 -0.0216085 0.0449052 0.0554497 -0.0458795 -0.168314 -0.0274744
internal_count=361931 332372 232437 171191 29559 148766 73990 22425 26334 61246 99935 93974 24649 24442 22040 19315 17669 19706 12474 7232 74427 67850 11790 74776 35467 8979 5961 6687 2719 49341
shrinkage=0.00087056


Tree=1554
num_leaves=31
num_cat=0
split_feature=184 785 718 925 921 783 608 788 533 577 969 693 644 1145 660 886 1155 1022 1465 1452 1469 1299 1458 21 1465 71 1071 657 219 1384
split_gain=35.4153 34.7477 38.1055 76.3542 61.1407 82.7146 53.038 52.772 51.283 46.8993 40.3024 40.1429 37.5294 36.9231 36.1325 35.473 34.9822 34.9728 34.6432 38.5571 35.0477 31.9318 29.7765 32.6281 30.6186 29.515 32.5488 33.8267 30.4057 29.1874
threshold=1.384368771371848 -0.86283290253235112 1.0159173274103563 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 0.66665475971017707 0.38349571241217301 1.0000000180025095e-35 0.49174072502200222 2.0231898336833463 -1.517863073859208 -0.34929633066952553 1.0000000180025095e-35 0.26872683687560334 -0.56028990723182226 1.0000000180025095e-35 0.67527595557081987 -0.41120921193798426 0.85148356494928035 -0.84637363804435373 3.4579656958340674 -0.23643646033011245 1.0000000180025095e-35 -0.42261094208562427 -0.89964315770520165 0.69084194168817237 0.72755686970153477 -0.88369819198717481 -0.66320941321144578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 4 11 6 10 8 9 12 21 15 -4 -3 29 -13 -6 -16 -9 19 22 -21 25 23 -1 -24 -8 28 -28 -27 -10
right_child=-2 2 3 -5 5 -7 7 17 13 -11 -12 14 -14 -15 16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0014300665859423552 -0.00043740414679108251 -0.00025311284443421244 -0.00019418560615597192 -0.00020907971537504 0.00048885802680096672 0.0018526511334552691 -0.00074928716099802617 9.1377939551049269e-05 0.00036169461060237397 -0.00085246151984102808 0.0015129970839705827 0.00053979053541714308 -0.00078035955618622316 -0.00044372707261047437 0.0022328608870509897 -0.00026837485543111179 0.00059501403851877719 0.0012488062494858784 0.0006003686030664891 0.00017429624624262397 -0.0032635486965791618 -0.0021965642837993063 0.00080498204788687457 0.0002381486668994924 -0.0054276131489282148 -0.00077212786667685165 7.3071949082851987e-05 -0.0015624960727161903 0.00060468745439002704 -0.00014104562640635909
leaf_count=2101 34788 34450 5664 24316 9957 3020 3867 4915 17336 6712 1894 11416 47058 32283 3122 19596 2665 5581 16608 502 772 529 4299 2864 87 2067 4741 1646 15734 41341
internal_value=0 -0.00707166 -0.0146609 0.0432313 -0.0262115 0.0597062 -0.0411907 0.0207797 -0.0623471 -0.018277 0.024313 0.135437 -0.112495 -0.028438 0.184778 0.0028774 0.326321 0.152014 0.0656853 -0.0297935 -0.382848 0.018286 0.0173175 -0.0964597 0.145278 0.0285251 0.0534765 -0.0733381 0.0993973 0.00302521
internal_count=361931 327143 299910 47183 252727 34467 218260 45792 172468 35296 31447 22867 81508 90960 17203 29553 5787 10496 27233 10625 1274 28584 9351 4965 4386 28055 24188 6387 17801 58677
shrinkage=0.0047375


Tree=1555
num_leaves=31
num_cat=0
split_feature=129 1458 21 131 1166 1308 1449 1454 1463 1462 1453 1450 1450 432 112 1463 1467 1467 1464 1451 1451 702 1466 1453 1468 1462 1469 21 1453 1454
split_gain=35.1249 33.9689 40.5763 36.3316 41.0642 59.9318 40.2367 43.4796 87.0776 57.7896 46.2507 43.3691 51.4853 37.5802 37.1908 35.2984 54.0018 76.2156 48.3096 56.0032 47.9344 47.6189 47.4972 73.1742 52.7884 47.6822 43.1654 43.0083 52.2425 63.3504
threshold=1.0000000180025095e-35 1.8460070869938618 -3.2545899522946695 -1.2826351221583661 -1.2508507625752519 -1.0499001947836037 1.6354124814891826 -0.91909735138557946 -0.37812388882570003 1.1880714473397529 0.47485221662462634 -0.34557539116087493 -0.21684755467505576 -0.56261265042188613 2.2718117149406565 -0.052537044703927886 -0.47799446732384149 -0.64471462602767315 0.11719349514402237 -0.051019922992007853 -0.0066164517430368063 1.4194251085743608 0.094792720476203268 5.5477399240790328 0.90889364240410331 0.79865288842650972 -0.31527128158191414 -0.13431221002227373 0.073843614844022104 2.1720878008874998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 13 7 8 9 10 -6 -8 -13 -5 15 18 17 21 22 -20 -21 -17 25 24 -24 -9 -22 -18 29 -29
right_child=-2 -3 3 4 6 -7 11 14 -10 -11 -12 12 -14 -15 -16 16 27 -19 19 20 26 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0033861796500189614 -0.0004450297292916678 0.00054197065594064828 -0.00038137893675729286 -0.00013340739437114668 0.0018495338763488281 -7.8698416399049001e-06 -0.00057692019072396947 -0.00039162031937064345 -0.00074209586247447131 -0.0099605989216704945 0.0057557487728919759 0.0045476260326752027 0.00098287246066126616 -0.0017563503940054954 -0.0010815169722829848 0.0007139074692803114 0.00045771247219269048 0.0032835717915272043 0.00069337185069821437 -0.0045535664115848359 0.00039515315377569024 -0.0010008486778974037 -0.00010185793733674754 0.0063830903119597594 0.0020862929351243699 -0.0017311063800721472 -0.0011260441050522602 -0.00016364532304942174 -0.0010830700565827233 0.0025815441767048693
leaf_count=512 48087 14497 62562 4891 3310 21570 2511 50252 2866 73 475 627 6351 10868 7145 21581 17073 1514 19344 453 6825 3014 17142 249 1833 4771 5320 15224 9734 1257
internal_value=0 -0.00495813 -0.0106361 -0.0118232 -9.64213e-05 -0.0784564 0.0110576 0.00374894 0.179212 0.386843 0.420472 0.144916 0.22811 -0.211245 -0.00260508 0.0027459 0.0405571 0.119065 -0.0227774 0.0473001 -0.0661842 0.0882106 -0.0543475 0.0387459 0.0216702 -0.0882389 -0.0411382 -0.0061091 -0.0606058 0.0123318
internal_count=361931 313844 299347 298835 236273 37329 198944 189455 6724 3858 3785 9489 6978 15759 182731 175586 69397 26109 106189 31942 12598 24595 74247 19224 18975 55023 12145 43288 26215 16481
shrinkage=0.00577499


Tree=1556
num_leaves=31
num_cat=0
split_feature=785 125 50 728 1470 56 57 497 1426 1465 602 651 1429 21 620 202 540 681 1311 747 713 962 613 844 693 1431 492 71 539 71
split_gain=107.328 81.8297 89.8896 67.5746 55.7446 63.6807 49.6436 50.2656 47.4565 53.3154 44.2706 41.55 41.1268 40.1315 37.7116 37.1572 36.0313 35.9058 34.9916 33.6556 33.1939 33.7513 32.7085 32.0851 30.9213 30.8488 31.6978 30.8117 34.4626 30.7235
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 -0.49008176997875957 -1.3072861918153278 1.0000000180025095e-35 1.0000000180025095e-35 1.7001250133015622 1.0000000180025095e-35 0.37973282798721492 0.66849908449309148 1.1107569744011787 1.0000000180025095e-35 1.0000000180025095e-35 0.16760437365778322 0.56345046278266753 2.9110317759397999 1.0000000180025095e-35 -1.23119566256695 0.98810451262880827 1.0000000180025095e-35 -0.38912969094538602 1.0000000180025095e-35 3.0589350061220624 -0.77015669366554274 1.0000000180025095e-35 -1.3434767594021841 1.0096100478220567 0.6695026854463163 -0.79229558791652044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 -2 11 7 -3 9 19 16 20 17 14 -5 29 18 -10 -8 25 -6 -22 24 -14 -9 -4 -27 -23 -29 -7
right_child=1 6 8 13 5 15 10 22 12 -11 -12 -13 23 -15 -16 -17 -18 -19 -20 -21 21 27 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00019360160556679197 5.3992188330898735e-05 -6.3669576774720381e-05 -1.8855537291674508e-05 9.3411863132306273e-05 -8.8863813800208461e-05 -0.00018601821946374861 -0.00018736379305532493 -0.00017826484477250656 -9.071420383041979e-06 7.7698132101268482e-05 -9.9392009443923128e-05 -1.7141304387728138e-05 -0.00015432917321604655 0.00016319845890918491 -0.00013312853527811073 -0.00022495052413849917 -0.000208508286489921 -0.00023086579573638197 0.00013207898162502526 6.1834061529967039e-05 -0.00018942994225794308 -0.0003764159583321787 -5.7753262852102918e-05 0.00053376837233631846 0.00025771310530913816 0.0002341046147218673 -0.00012501130775514414 -0.00013364983413342171 0.0014477992974557144 -2.9569767490053055e-05
leaf_count=3396 6485 39122 34387 7332 9449 7504 1336 670 24757 18491 4400 5378 26753 15031 3800 7600 1097 4126 20000 9599 26258 18951 2710 276 3745 1057 24484 2799 55 30883
internal_value=0 -0.0555018 -0.076656 0.0779362 -0.132091 -0.148087 0.00521874 -0.0393228 -0.042335 -0.0122749 0.0729319 -0.21135 -0.0964378 0.112231 0.0182317 -0.0877486 0.109599 -0.0388783 0.128795 -0.0407617 -0.237916 -0.271576 0.11703 -0.164995 0.222495 -0.0616542 -0.123856 -0.372347 -0.0886142 -0.0614676
internal_count=361931 332372 259292 29559 115362 108877 73080 46247 143930 88018 26833 62890 55912 26163 11132 45987 22433 28883 21336 69527 57512 48063 7125 27029 4415 59928 25541 21805 2854 38387
shrinkage=0.000887971


Tree=1557
num_leaves=31
num_cat=0
split_feature=785 516 136 728 729 143 917 791 513 1234 608 1237 803 627 609 281 766 870 395 579 21 597 126 1258 359 567 225 645 606 1458
split_gain=74.5469 65.3204 48.136 46.3092 45.0464 47.6108 46.001 38.4172 45.519 51.2549 38.1575 35.415 34.628 36.2206 33.3443 32.8447 35.2912 32.6928 32.3853 32.8776 31.8411 31.6764 39.79 31.5768 31.5759 30.8923 30.7199 33.3349 30.2303 29.4763
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.75637635299260908 -0.72319605263816955 -0.65713348567575725 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 1.0000000180025095e-35 1.4298092310842805 0.85523949479533445 -0.35369026901295375 1.0000000180025095e-35 0.022776133890683632 -1.695011218147956 1.4311114217578251 0.66415532897360485 -0.8964210114969734 -1.0798509198017876 1.3592535390735871 1.402259659649604 0.85748219557817029 2.245824749166097 0.69342415840256622 0.2165957666497452 0.66777575187080795 1.0000000180025095e-35 0.20667703603638712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 -1 5 29 15 12 26 -10 18 20 13 -7 -4 16 -6 -16 19 -2 -5 -14 -23 -21 -8 -24 27 -9 -15 -3
right_child=1 4 14 11 6 7 24 8 9 -11 -12 -13 21 28 17 -17 -18 -19 -20 23 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016056415743048399 -0.00036440121709413681 -0.00011291122921705963 -8.7882408549315889e-05 -0.00020004603345781866 0.00047649139187186211 2.8714389249337779e-05 -0.0001189664704831669 3.3435408214245658e-05 0.00032535307327451668 5.8929488560309524e-06 -6.7089636018333751e-05 -0.00016454522288267601 3.3574642559338122e-05 -0.00013048540848941103 5.413643038072748e-05 0.00014328706350046934 -8.365967375367589e-05 -0.0001786854051940511 -4.3617587983230158e-05 -0.00012629668528966648 0.0001186025021896236 0.00032527848593204262 0.00014751309517867253 -0.00031976180199611785 0.00018378528560137496 -0.0011538809297239258 -9.1789908760070611e-05 0.00025100867578585359 -1.4948411659037889e-05 2.1591633029280481e-05
leaf_count=3396 6872 21264 17777 1200 407 24296 41362 14926 4116 2789 49859 1877 12766 15718 19382 5978 9070 2588 8609 28913 23086 2322 127 6279 1327 117 6183 2898 17565 8862
internal_value=0 -0.0455046 -0.0861453 0.0665021 -0.019987 0.000111971 -0.0779112 0.0209357 0.0844622 0.227512 -0.117623 0.0950402 -0.00562489 -0.0305209 -0.0232004 0.0304564 -0.0587677 0.0311365 -0.173628 -0.21107 0.116516 0.0810056 0.285614 -0.180183 -0.1205 -0.503581 0.03706 0.0804459 -0.0767247 -0.079483
internal_count=361931 332372 140279 29559 192093 133949 58144 103823 30912 6905 100532 26163 72911 57579 39747 15455 9477 21970 50673 42064 24286 15332 2566 35192 42689 244 24007 17824 33283 30126
shrinkage=0.000887971


Tree=1558
num_leaves=31
num_cat=0
split_feature=785 728 1362 727 852 727 539 923 784 971 815 694 388 647 590 1175 1051 278 941 519 982 708 557 199 353 902 915 1111 846 1384
split_gain=76.9799 63.1799 46.5392 46.4729 45.0315 51.2357 56.3473 41.6209 40.5845 32.1411 31.8631 34.6671 31.3245 31.2937 74.3204 30.8159 29.8831 29.3054 29.2979 28.3212 27.9943 33.6177 27.9 27.3396 27.0787 45.991 27.7269 28.0335 26.9951 26.9756
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0087403405179345 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 0.9594655836162902 -0.8891902375834092 1.6638054002796892 1.2342127532274445 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.31923240808069592 3.5926503781727646 -1.1833072469291228 3.0707296396180284 2.1420547332082829 3.0854258727671673 -0.55689657685208205 2.5975192340023416 1.0000000180025095e-35 0.63280207191488913 1.7605980898334099 -0.45799692572047573 -0.21795816495495285 -0.53268848306471728 -0.59449999692908395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 10 7 -7 17 -5 11 22 13 14 -3 -10 18 23 24 -8 -14 -22 -2 -6 25 -9 27 -27 -15 -18
right_child=1 12 -4 9 8 6 19 16 15 -11 -12 -13 20 28 -16 -17 29 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.1066032705726634e-05 0.00014259692048652041 -6.5683720999816316e-05 -8.5049910914406166e-05 -0.0001100587770028317 -2.9892031774336083e-05 -0.00032671600735022558 -2.4145356643238833e-05 -0.00015503974448007713 -1.2631729035680991e-05 0.00013365101386240372 -0.00018195372737136572 -1.8749378528394535e-05 -0.00016852341494619786 -2.3017752341397473e-05 0.00039834422249151433 0.00011297097341862432 0.0012121385097583208 3.4413307478476399e-07 0.00034748478380800983 0.00016315040398528406 0.00097876115659090114 -0.00054748095650356508 -0.00037197359781897461 -0.00023835127124194631 -1.8615010758003524e-05 0.00067229420904328099 -3.6442812017842182e-05 1.2899084257525049e-05 -9.9494419144234423e-05 -0.0003353560406835778
leaf_count=12551 7847 3918 35365 1561 5594 2857 10585 27541 8254 15447 1808 12513 20046 23676 1190 14063 81 88596 361 2362 146 103 323 3720 8070 438 1558 447 50856 54
internal_value=0 -0.0463339 -0.0279775 0.0674051 -0.0159557 -0.0594716 -0.0979285 -0.14493 0.0091893 0.142126 0.0289258 0.055311 -0.100921 -0.0818477 0.0877281 0.0890067 -0.124784 -0.010305 -0.129092 0.0162195 -0.204424 0.63057 0.160191 -0.140346 -0.136424 -0.171766 0.13611 0.477114 -0.0956214 0.87535
internal_count=361931 332372 232437 29559 197072 76845 54354 41407 120227 17008 22491 20683 99935 79640 5108 22317 38550 97910 38415 12947 20295 249 8170 9314 38054 29984 2443 885 74532 135
shrinkage=0.000773033


Tree=1559
num_leaves=31
num_cat=0
split_feature=728 1394 659 705 131 754 623 781 869 706 813 690 362 236 361 1242 474 1470 430 897 1191 762 1323 351 146 495 627 1259 1258 1464
split_gain=35.0423 35.1363 33.2839 33.149 32.3399 36.0255 29.7929 29.1865 27.2095 30.1711 29.9602 29.0633 31.1223 26.7356 28.7829 27.434 26.0061 25.8383 25.3974 27.3595 30.4787 27.9436 30.5503 27.6272 27.1044 26.2989 24.8388 24.8128 24.8099 24.5113
threshold=1.0000000180025095e-35 -0.89507556284558343 0.62821384419828064 0.89008618839080589 -1.2826351221583661 1.451957509147501 -0.024657624075993714 1.0000000180025095e-35 1.0000000180025095e-35 2.1164963568036277 2.1641256470006294 0.96089715641551177 -0.74342236129186801 1.2867903879910008 3.3599785861478 -0.08068023241306356 3.5796600136738763 -1.3782462404802098 2.9077992315005976 -0.01344913784437095 4.7607379442394828 0.15480332075314776 -0.72810223961834974 -0.45343022196209987 2.888475460910541 2.175096133935289 -0.32279179578019612 1.4402330392665144 -0.27802159125708265 0.33722957473813192
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 3 6 -5 7 26 16 9 10 17 12 -11 -8 15 -15 -6 -2 19 20 -10 24 -23 -22 -21 27 -3 -20 -1 -19
right_child=8 2 -4 4 5 -7 13 -9 18 11 -12 -13 -14 14 -16 -17 -18 29 25 21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.201247399162216e-05 0.0068449530636643698 5.3155040900711761e-05 -0.00026247671125113832 -0.00050114756248557425 0.00076238395887927789 -0.0011384081168315365 0.00028954423931538633 0.00012352203198857638 -0.0009802793013351204 0.0018054637839382515 0.00080428268663480427 0.0058565664273270215 -0.00020966174431732184 -0.00092106600415385066 0.0076406753474826386 0.00019171464438343743 -0.0031397199114512014 -0.00041578123878547175 -0.0006608278609832065 -0.00074232476569669294 -0.0041697670277527693 -0.0011570708128524879 0.00094481781975043499 0.0081656330621091514 0.0063139714978641135 0.009645962058905385 -0.00039329296292020944 0.0066371783640636209 -0.00061740122475308513 0.00013055315538375067
leaf_count=22587 52 35337 34800 5532 25324 2054 50584 14018 20717 1691 3254 138 2886 5705 48 5694 260 48238 349 9745 68 1679 4544 91 68 49 29760 82 21138 15439
internal_value=0 -0.000345185 0.0107256 0.0230226 0.0717411 0.0904926 0.00411064 0.103027 -0.0521468 -0.026455 -0.0397209 0.15793 0.123068 0.0372626 -0.0619928 -0.0700713 0.145669 -0.052759 -0.112316 -0.120626 -0.185714 -0.039673 0.0895395 0.956579 -0.133123 0.467958 -0.0305639 0.224168 -0.063069 -0.0544504
internal_count=361931 252841 209116 174316 47188 41656 127128 39602 109090 71698 66983 4715 4577 62031 11447 11399 25584 63729 37392 36912 20876 16036 6223 159 9813 480 65097 431 43725 63677
shrinkage=0.00502748


Tree=1560
num_leaves=31
num_cat=0
split_feature=785 728 728 735 1022 1361 21 620 150 471 21 562 1453 990 146 1235 829 619 1469 1436 139 526 460 1236 1458 1449 791 705 861 519
split_gain=79.65 67.5358 47.5706 46.3685 45.2587 54.3162 36.5557 36.8384 35.8371 31.5158 35.9473 37.4603 34.6616 32.6752 32.1603 31.338 43.6664 30.9271 32.9853 31.5143 30.7348 30.6135 30.5104 30.1738 29.3034 29.2766 28.5179 35.4242 37.739 54.2742
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 2.2560756724538602 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.16760437365778322 -0.44597028601474703 1.0000000180025095e-35 -0.89074317784588486 3.0537978468623685 0.058091628562482463 1.0000000180025095e-35 3.0783482178314734 -0.94625487755706195 1.9012871557769564 0.83082504555296788 -1.3263328046252252 1.0000000180025095e-35 1.6307671772553987 1.0000000180025095e-35 1.4788238215056537 -0.66443602000037905 -0.82108684835595114 0.74561756370782817 1.0000000180025095e-35 -1.2599185334635039 1.0000000180025095e-35 0.65569131416984383
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 17 7 23 -6 10 11 12 14 -11 -3 -7 -17 18 -2 -20 26 -12 -21 -4 -8 -26 -10 -28 29 -29
right_child=1 9 6 -5 8 15 24 -9 20 13 21 -13 -14 -15 -16 16 -18 -19 19 22 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0001372717041002058 0.00011133071421300497 -0.00012131666875827314 -4.5961991120636682e-05 9.6646172230795322e-05 -4.0179187666767606e-05 -8.6950981292315606e-05 0.00028442377175748958 -0.00012019720049799692 4.2585792916496816e-06 -0.00010768486382588927 -0.00010685258362614221 0.0008408482947748116 9.5992356870612948e-05 7.4319418975707018e-06 0.0013084329339508195 1.292674672643014e-05 -0.00024198813617920499 1.4386797615292415e-05 -0.00017888481546183467 -2.5063188243063211e-05 -0.00011919987492438925 -0.00023669579123458678 -0.00041805452846208448 0.00015932582307286188 6.34227861760361e-05 0.00028772539295069608 -9.6622387387071515e-05 -8.0909623378769646e-05 0.0001619907233427307 0.00025973701761963021
leaf_count=3396 1320 8530 3178 7713 50288 17861 2467 3800 47166 13917 40489 176 5016 21012 40 36864 2105 5280 30851 8776 4285 10755 1061 4154 10738 1826 2800 4847 9740 1480
internal_value=0 -0.046144 0.0695439 -0.0271605 -0.0335147 -0.0711615 0.0984216 0.00832467 -0.0069844 -0.102573 -0.137733 -0.0170403 -0.033915 -0.0460939 -0.145096 -0.0299983 0.00128302 -0.141602 -0.169477 -0.187186 0.0223044 -0.168183 -0.0714683 0.0947822 0.167275 0.1251 0.0328394 0.101114 0.136541 0.00746204
internal_count=361931 332372 29559 232437 224724 104118 26163 11132 120606 99935 65006 13762 13586 34929 8570 56830 38969 47288 42008 40688 70318 51244 9837 7332 15031 12564 66033 18867 16067 6327
shrinkage=0.000757875


Tree=1561
num_leaves=31
num_cat=0
split_feature=545 1442 785 705 713 497 322 921 958 391 43 1049 61 1008 1097 1457 859 1323 588 1347 1452 341 64 1458 1465 484 1467 180 138 626
split_gain=99.348 89.0159 69.7061 48.0207 47.3827 45.6802 45.434 39.7969 37.7448 58.3815 41.362 36.8675 36.7948 39.1982 35.3791 34.3779 33.9069 33.3063 33.2648 31.657 36.1607 31.3542 34.7832 31.2241 32.3374 31.1126 31.0948 31.7592 30.6403 32.6497
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 0.86867179873090239 1.0000000180025095e-35 2.2206245932530155 1.0000000180025095e-35 0.62154522891879982 1.313041538630376 1.475049428936581 1.0000000180025095e-35 1.4391907879700609 1.0000000180025095e-35 0.49770748366498269 -1.2571877020351898 0.68635126017805159 -0.54135187694831066 2.5971848210182178 2.250834115212506 0.67705179624153933 0.62995620057108082 0.76477020397632989 2.3070226723580869 -0.71693843586677841 -0.46302671747230834 -0.74585530225572538 -0.36323917762374175 -0.4834968643268055 1.7149931478514953 0.73641872104671235
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 6 4 8 -3 7 25 18 10 17 15 -7 13 28 -6 21 -9 19 -5 20 23 22 -4 26 -25 -2 -10 -28 -1 -30
right_child=1 2 3 5 14 11 -8 16 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0001067770029231707 7.8890659744918078e-05 -0.00017284886176676059 -1.7165733863288178e-05 -2.148087640282348e-05 -0.00020312988168147875 0.00030684295576210698 -0.00018179830293601847 0.00026212822512665547 0.00046792262742275699 -0.000369096580084412 -0.000109606217846616 -0.00015626498183052447 -0.00014683084491899146 2.4302472008714732e-05 0.00012586475173895722 4.6366334131185851e-05 3.9104036740677168e-05 0.00049758579091617005 0.00017458959218517148 0.00024625786174770179 0.000209970253140588 -0.00011425215051488969 -0.00021222261323614527 6.6987192205241185e-05 -0.00017755328832360861 -8.4887006542265782e-05 0.00037212528961674883 -0.00036845437873366476 2.2126693396375024e-05 0.00064238050642930335
leaf_count=41107 5189 2038 74337 34108 995 2654 17635 3095 692 1168 26775 563 33847 16284 20526 16632 5224 530 2422 2347 2487 17110 3870 3037 4470 19134 333 501 2481 340
internal_value=0 -0.0180854 -0.00236798 -0.0158437 0.105984 0.0417751 -0.121001 0.0234923 -0.0354724 0.0668405 -0.047121 0.273357 -0.110139 -0.0742653 0.134317 -0.0303013 0.152116 0.101739 -0.0074497 0.079982 0.0305302 -0.0469356 -0.0299375 -0.0370412 -0.0965076 -0.0590629 0.250435 -0.0599937 -0.112788 0.134067
internal_count=361931 267872 225914 202355 23559 48066 41958 44849 154289 15565 138724 3217 94059 60212 21521 111949 8319 14397 36530 13867 11520 95317 78207 9033 7507 24323 1526 834 43928 2821
shrinkage=0.000820348


Tree=1562
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 728 588 648 575 126 507 728 566 382 667 1237 689 768 144 1049 858 906 785 1105 1122 21 911 470 791
split_gain=80.3649 61.6189 75.0477 76.347 68.3022 91.9279 63.7903 67.5988 51.5115 50.6477 48.4188 46.6886 45.5641 40.4733 37.4768 35.0126 34.7062 34.6182 34.3335 34.1871 33.7726 32.5903 32.4458 32.0577 32.0045 38.2569 31.7427 30.6656 30.2289 32.7999
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 -0.49008176997875957 0.71188872395471614 1.8166789435549495 1.0000000180025095e-35 1.0000000180025095e-35 1.0941628986121894 -0.49008176997875957 2.1710320005650359 1.0000000180025095e-35 1.0000000180025095e-35 1.4298092310842805 0.72022076402865742 0.12803632432176856 1.2876145863397357 1.511805152420109 1.0825608069246189 0.12097770570257828 0.58460966528228819 -0.53180658829786942 -0.26804079736314718 -1.0798509198017876 0.77693903076620996 0.66595742291584703 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 11 4 8 -6 -3 9 10 -8 22 18 -1 15 20 19 26 -13 -2 -5 -11 -7 24 -22 25 -4 -14 -9 -12 -30
right_child=1 6 3 13 5 21 7 27 -10 14 28 17 16 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00014615476419510857 2.7316512051118406e-05 -0.00015609568060205247 5.980507166575068e-05 -7.0448550925110342e-05 -1.1402518890039877e-05 0.00030685214235705283 -8.5349102830043551e-05 0.00038482149814877487 6.6134561208456376e-05 0.00029180162132569885 -4.9149002348157537e-05 0.00018833621538072719 -0.00018441426846474421 0.00010067742673836751 -4.9909148507421764e-06 -0.00017787415908441598 -0.00014911833291753 -0.00011271379093765102 -7.3565849814724441e-05 -0.00024756048392172465 -0.00026950117459073565 -0.00013944758354357092 -0.0001506700305759707 0.0007271055928248642 -0.00010616894316603855 -0.00016300087891218647 0.00011484954596369022 1.7776716744483528e-05 -1.3020770877637774e-06 0.00021754395040129198
leaf_count=3396 31293 3824 10651 41940 18652 4493 5883 2770 10838 3819 46932 6561 1200 2811 3684 35388 1877 1519 19810 5125 581 566 31823 103 28179 4060 23086 854 7653 2560
internal_value=0 -0.0453032 -0.0545469 -0.0730032 -0.0463497 0.0612878 0.060366 0.111277 -0.0660733 0.04581 -0.0791288 0.015549 0.0708374 -0.135383 0.148982 -0.146897 0.0990458 0.161888 -0.0108389 -0.106371 0.27264 0.307577 -0.119992 -0.135387 -0.0797143 0.00481218 0.120258 0.356711 -0.0316297 0.0650343
internal_count=361931 332372 310854 251671 166407 23711 21518 17694 142696 14070 131858 59183 29559 85264 8187 82453 26163 8080 51103 47065 4503 5059 74713 684 42890 14711 24286 3624 57145 10213
shrinkage=0.000836755


Tree=1563
num_leaves=31
num_cat=0
split_feature=1147 785 728 1469 1452 1456 1187 1466 710 903 120 1458 804 1022 1430 665 1452 1454 844 146 1190 1040 1229 578 1453 21 1467 1151 1190 706
split_gain=35.9872 35.7584 33.4428 30.6385 36.5439 38.127 35.7944 33.2122 33.1755 32.3945 31.0652 31.0101 29.4718 36.6048 40.3929 34.8124 31.2279 29.7103 28.9288 28.002 28.6951 27.9058 27.4381 27.4064 27.2751 30.0711 27.1344 26.6495 26.2889 27.0474
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.49008176997875957 -1.0470123060412753 0.039474337618497217 1.0000000180025095e-35 -0.8707700411448458 2.0364802837897087 2.5579636957383234 1.7055891618857262 1.0077541972150732 3.0919731056735245 2.2521318533151415 1.0000000180025095e-35 0.54622893720785959 1.0000000180025095e-35 -0.58911782507014421 -0.2363894608792538 2.537555509869978 0.42012962093841377 0.44997435113898837 -0.77756141933545375 1.0000000180025095e-35 -0.87905496296652397 0.47485221662462634 -0.13431221002227373 0.82834830438003937 1.0000000180025095e-35 3.0412637214590359 1.1319517261928802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 -6 11 8 24 12 18 27 13 14 16 -14 -8 22 -3 -12 -21 -16 -18 -4 -7 26 -26 -5 -29 -30
right_child=-2 3 23 6 5 7 9 -9 -10 -11 19 -13 15 -15 21 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0010499381100130096 -0.00043627707130449806 -1.4967575677940791e-06 0.0019818672268360898 -0.0012340890694096103 0.00038201045063204726 0.0025896663075867582 2.5494234408932508e-05 -0.0026171661086576777 0.0071796489913483483 -0.00091825238696837167 -0.0024663420608377748 0.0025673936354483344 -0.00023184607726922006 0.00011070224216900632 -0.0010224629758790343 0.0017201382689832798 -0.001537164101528874 -0.00037513059998444455 0.0033399237081448382 0.0017626301855424547 -0.0038691355769659317 0.00042167077232269242 7.9523699564952683e-05 0.00047484809175042436 0.0030539329175367086 -0.0046056636595494076 -0.0031489778443146081 -0.00043293515170781191 0.0040358452914914539 -0.0059911763228167412
leaf_count=2755 71440 18138 2923 15130 13687 2730 15975 297 223 10155 2458 580 3277 92148 3751 3762 19424 18846 516 789 274 16867 3083 19253 482 256 219 21821 557 115
internal_value=0 -0.00400668 0.0733094 -0.0121303 0.0417784 0.111539 -0.0231619 0.286395 0.337577 -0.0113604 -0.0180777 -0.094081 -0.00440715 -0.0108546 -0.0509594 0.127084 -0.0886841 -0.125589 0.0143294 -0.221589 0.0665387 0.0283984 -0.191415 0.0999868 0.287318 -0.0314027 0.192185 -0.104645 -0.0498029 0.426903
internal_count=361931 290491 24931 265560 40069 17894 225491 4207 3910 187288 22175 38203 177133 170094 77946 7039 57328 41353 18654 3521 1063 20618 22507 22176 3687 957 701 37623 22493 672
shrinkage=0.00663365


Tree=1564
num_leaves=31
num_cat=0
split_feature=545 785 1442 125 660 710 930 567 647 1097 728 553 21 543 391 1008 1160 21 852 1329 1193 694 322 498 564 777 77 119 507 854
split_gain=81.0233 73.2377 53.0448 46.4615 53.1421 50.1364 50.9733 47.8776 56.3616 41.6212 49.1826 40.8301 40.7991 44.4638 38.5424 38.0244 37.3264 36.9857 36.1863 35.8411 35.2118 34.0625 33.6692 31.7792 40.7282 31.147 36.4232 30.7833 30.7813 30.3652
threshold=-1.0372938969678034 -0.86283290253235112 -1.2625182715263061 1.5320262332576917 -0.72421686037558375 1.5115140669602134 1.0000000180025095e-35 1.5068697496762773 -0.87782724458594241 -1.2571877020351898 -0.49008176997875957 -0.41335429800538687 -2.9709283393608152 1.0000000180025095e-35 1.475049428936581 0.49770748366498269 0.68536004617275303 -1.6471741456694959 1.0000000180025095e-35 -0.079376867956600164 4.2386806022684906 1.1795712390774054 1.0000000180025095e-35 1.8624117431693454 1.8264116105874431 0.6412699315452165 2.6552749609921036 0.56114696576568235 0.22202972584594274 -0.87473648844905705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 9 22 4 18 7 14 11 -9 -2 -11 23 -1 15 28 -14 -5 -13 19 -4 25 -8 -3 -6 -25 -19 -27 -24 -7 -12
right_child=1 2 3 16 5 6 21 8 -10 10 29 17 13 -15 -16 -17 -18 20 -20 -21 -22 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=0.00054423436434434516 -0.00014423747571416589 -4.6878129200726202e-05 3.465985365793365e-05 0.00013003617817053268 -4.0272214065943733e-05 0.00011408644625953096 0.00016475989094477081 0.00031426272207246898 -4.5097764847340941e-06 -0.00015484284864992576 0.00031609888452708581 0.00026593192077618648 -9.6595049966595835e-05 -0.00020985241591553504 -0.00034525846562363365 6.1233564648835029e-06 -3.3813177450569704e-05 -9.1551519382074111e-05 9.2101178065628531e-05 -9.1145413381146841e-05 0.00069384456903138591 -0.00011636200622967951 -0.0002282813305049457 5.1545512509173381e-05 0.00060251069502432423 -0.00022798551257496277 0.00077230390960722473 -2.4436016203627254e-05 0.00038318980762976768 0.00010008925494546191
leaf_count=304 2486 22584 21363 10704 45097 3442 1781 1876 11309 2270 2285 895 57917 14791 498 21047 5947 50268 16841 12074 166 5434 12693 2263 499 9737 108 3905 2053 19294
internal_value=0 -0.0162925 -0.0289577 -0.0159581 -0.0269416 -0.0504743 0.074289 -0.0651903 0.0567427 0.0891065 0.116152 -0.0812655 -0.0996453 -0.103318 0.217191 -0.0828605 0.0838848 -0.120925 0.0322228 -0.0105744 -0.128078 -0.0495186 -0.11227 -0.0335604 0.1891 -0.131251 -0.254663 -0.202819 0.262949 0.146766
internal_count=361931 267872 241537 202355 185704 135426 13208 122218 13185 26335 23849 109033 94059 93755 5993 78964 16651 61174 50278 33437 60279 7215 39182 47859 2762 60113 9845 16598 5495 21579
shrinkage=0.000836755


Tree=1565
num_leaves=31
num_cat=0
split_feature=43 1454 1452 21 1454 1461 1461 1459 1454 21 1469 1467 1451 1227 1453 21 1453 1452 1459 21 1454 1459 1449 21 1454 1291 1151 1452 1465 1465
split_gain=35.8408 33.5283 44.7219 35.1963 51.4033 39.685 56.6782 58.6408 47.7264 57.3475 48.0159 66.5367 44.7269 39.4667 37.3196 49.3308 53.8882 57.2998 91.6943 53.062 64.1061 46.1392 43.6556 39.4232 37.1281 47.4913 36.5462 36.3967 37.7211 78.6801
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 -1.6471741456694959 -0.051110432140844611 -0.3640729456269281 0.92086227942272492 1.9632967188765165 0.33104948409706508 1.7567652095367545 0.55022885487539497 -0.3817254842551433 0.56703492698768387 1.3050901570463238 3.3620603879665567 1.3785497256249488 1.9142027959396961 0.57845329651378008 0.085311576063013358 2.3240884354044633 -0.12591398429191614 3.2302017972513801 0.43239001757989953 0.62211875780133752 -0.12591398429191614 1.1335042337638954 1.0000000180025095e-35 -0.12401946641855496 0.48890525498502457 0.16702641843835223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 14 7 13 9 10 -8 -12 26 -7 15 -5 17 19 22 24 -21 23 -19 -16 -17 -26 -10 28 29 -22
right_child=-2 3 -4 5 -6 6 8 -9 12 -11 11 -13 -14 -15 21 16 -18 18 -20 20 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0001312700615019342 -0.00039144260377931917 0.0040438010123203597 -0.0017329081908930186 0.00014936524189969002 0.00018994090663782245 -0.001841871624461837 0.00070367098357020357 0.0032699512352013346 -0.0023572705316105666 -0.0034364145156107551 0.0064925763673155589 -7.4025741281710558e-05 0.00053120801360104631 0.00087006394192270858 -0.00018412679572806 0.0045158395544587027 0.0036776407437218777 -0.0050801111851902806 0.0014995339374817606 -0.0072043528534863309 0.0020600434887273352 0.0025730842689568245 -0.00026562335577420696 -0.0032051057326220704 0.0011821327880652001 0.0060591236462014192 -0.00036517687432939885 -0.002593095805497474 0.0046396177407225202 -0.0063441792586768518
leaf_count=147014 74777 965 4165 86920 1882 8767 6357 437 2976 571 557 564 4371 1107 1440 649 1022 888 1281 291 789 426 483 1610 5853 336 4238 577 365 253
internal_value=0 -0.00339413 -0.02759 0.0211953 0.271597 0.0161663 -0.0562203 -0.200007 0.0102123 0.140125 0.189222 0.603579 -0.0803078 -0.242638 0.0361755 0.0441559 0.164575 0.122228 -0.149657 0.201368 -0.0867213 -0.181678 -0.536952 -0.282796 0.290666 0.237819 -0.19229 0.0339124 0.215161 -0.00609381
internal_count=361931 287154 151179 135975 2847 133128 29945 10311 19634 8049 7478 1121 11585 9874 103183 99707 12787 11765 2652 9113 2275 3476 1371 3050 6838 6189 7214 1984 1407 1042
shrinkage=0.00612847


Tree=1566
num_leaves=31
num_cat=0
split_feature=470 395 56 1436 635 1221 816 617 330 763 1469 626 1459 199 970 1450 809 1118 528 789 832 487 124 1460 389 1400 391 21 70 215
split_gain=34.8879 53.7996 38.1187 34.2653 32.0037 30.109 31.6147 29.7546 29.5374 42.604 32.7469 33.6878 30.7765 29.3569 28.3863 28.3485 28.0749 27.9483 31.5528 27.2103 27.0785 31.2403 26.7745 26.7327 26.6822 26.5208 28.8697 27.8119 27.1186 26.4318
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.60428344764309971 -1.1568354703102179 1.9111042213368361 1.0000000180025095e-35 1.6614250791469047 0.44542865074340127 -0.9505136901277319 -1.0588145806293296 -0.33402380448403773 -0.31424627443252701 1.0000000180025095e-35 -0.34252614743305576 -0.19357895333263911 0.66649192610754393 -1.8931406244523694 1.3633726830512116 0.58985743818788539 -0.55570228183368064 0.013234244600584715 0.9159563831342864 2.3001073513155119 2.0012238438612475 -0.52957939746957516 2.8985196875170618 -3.9164670491403295 -0.80550376057158224 -0.016417220444002633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 6 17 19 10 -10 15 13 -13 -12 -6 23 -14 18 -2 -1 21 -3 -11 -8 -5 26 28 -27 -19 -22
right_child=5 20 4 24 14 -7 8 -9 9 22 11 12 16 -15 -16 -17 -18 25 -20 -21 29 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00086342565605719318 0.0015648722173699171 0.00046443819276816971 -0.0018266729725541773 -0.00020139174717808536 0.00063823321227308907 -0.00058475436589352375 -0.00019761981164015814 -0.001968207343929127 0.0017599783804850063 0.00047364184865074502 -0.00011266133425474569 -0.00017263229607579665 0.00062056289003261983 -0.000973853025739681 -0.00035480324566793825 0.0010627651701038084 -0.00038409556848713886 0.00084381345897281137 0.010578365362038 0.00013617678487485904 -0.0004394187487567426 -0.00027672216851962086 -0.00062936394889210007 0.0028134524540786615 0.0020739889986651698 0.0037091069448684909 -0.0033533338724563919 -0.00029488327012752437 1.872931402163877e-06 5.7467916006317236e-05
leaf_count=38564 419 20861 2296 8760 7649 10260 4586 8198 2742 20210 16213 17305 16786 7345 9432 5840 3644 6043 42 5477 29016 11118 2723 299 660 206 380 53922 22387 28548
internal_value=0 -0.0400547 -0.0951438 -0.132738 -0.00215463 0.00584735 0.0120322 -0.165016 0.0366961 0.0966452 0.014226 -0.00577696 0.0321449 -0.0723297 0.0260717 0.11687 0.0865873 -0.0217616 0.560431 -0.144101 -0.00558118 0.0449731 0.0685238 0.00157223 0.0039777 -0.0247613 0.0299197 -0.0552243 0.0371919 -0.0363209
internal_count=361931 170579 81036 61659 19377 191352 181092 52239 97693 25675 72018 61293 37735 23558 17081 10725 20430 83399 461 44041 89543 31979 22933 4885 9420 82938 28810 54128 28430 57564
shrinkage=0.00502748


Tree=1567
num_leaves=31
num_cat=0
split_feature=785 516 789 928 728 470 507 689 864 1038 136 727 912 796 911 50 858 507 906 706 608 564 874 705 153 971 609 870 854 797
split_gain=84.6815 62.4312 52.2631 50.1544 72.6468 68.4884 57.0192 52.2796 51.3832 49.9542 49.1079 46.4896 43.9648 39.9723 39.5348 38.2324 37.8305 38.4074 35.8909 35.2422 35.1613 33.3988 32.968 32.077 33.4157 31.7522 31.3159 33.5815 30.2205 36.0974
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 -0.52992354128753727 -1.3163276726681863 0.66595742291584703 1.0941628986121894 1.1511195098725142 0.72275257928592751 1.5197873595272351 1.0000000180025095e-35 1.0000000180025095e-35 1.5201729453194983 -0.75739456769098112 0.77693903076620996 0.55630078546380823 1.0825608069246189 0.22202972584594274 -0.0066211250818630609 2.5612687118602371 1.0000000180025095e-35 2.1518408528082529 1.0000000180025095e-35 0.47036415105669754 1.3010301524262837 -0.8891902375834092 1.0000000180025095e-35 1.4311114217578251 -0.87473648844905705 0.63961785378869596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 10 3 8 6 12 18 -8 9 23 20 -1 15 -7 16 19 17 -15 -5 28 22 -4 -2 24 -3 -13 -12 -28 29 -6
right_child=1 2 21 4 5 13 7 -9 -10 -11 26 25 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.8490137506980975e-05 -9.7583669245647213e-05 -2.3575739158598482e-05 -0.00011485054118564461 -8.5842338543851856e-05 -9.9158580559694708e-05 0.00015062678145091182 0.00031961537930228276 -0.00027942252429468523 -9.445619899731955e-05 0.00023432589452438064 -8.0528415400284712e-05 -0.00011333963763602586 3.653714643256149e-05 0.00021206688776229593 -0.00014101233373253115 -2.8913719306125923e-05 -0.00019565606776899563 -4.9537895955725128e-05 9.9398885934576066e-05 0.00051700290418383254 -6.5105178142713547e-05 0.00019689290617239528 -0.00021557269515216554 0.00010138194994173437 0.00020229293663507963 0.00014872181650897877 5.0146992326575211e-05 -0.00017183155384469878 -0.00015257612394950712 0.00030161574543782966
leaf_count=12551 28036 23764 22622 6359 2717 6348 3717 568 8102 4575 17777 1561 9227 4072 4811 16937 1587 2807 7760 324 49859 1102 22637 16438 2358 15447 19382 2588 44901 997
internal_value=0 -0.0466785 -0.0217619 -0.0077685 -0.0354946 -0.0619159 0.0878382 0.297223 0.0456459 0.0736549 -0.0863601 0.0725289 -0.0972009 0.0438007 -0.0200687 -0.119873 0.0650703 0.12874 0.0186045 -0.157665 -0.118106 -0.118052 -0.171836 0.0490435 -0.00157687 0.147193 -0.0228465 0.0297236 -0.163195 0.0302413
internal_count=361931 332372 192093 168369 113132 94728 18404 4285 55237 47135 140279 29559 75103 19625 13277 65876 8466 6879 14119 48939 100532 23724 50673 42560 26122 17008 39747 21970 48615 3714
shrinkage=0.000836755


Tree=1568
num_leaves=31
num_cat=0
split_feature=785 728 728 784 1022 1016 921 726 21 620 647 590 846 746 520 747 566 419 715 146 138 1236 1458 1449 1154 953 282 1396 1453 281
split_gain=86.5578 69.4262 49.6208 49.6021 53.7015 56.4432 48.8134 35.9228 35.6615 38.0914 33.1096 90.727 35.6591 33.0677 33.6308 32.8613 32.6157 32.7533 32.6828 31.1711 39.4715 30.7198 30.1929 29.7312 31.6423 44.84 28.9859 29.6394 28.7671 28.4956
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 0.16760437365778322 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.0000000180025095e-35 1.5103007336851382 6.1031850957970919 2.2401583428922476 -0.83202065260420666 1.0000000180025095e-35 2.2368666814773395 -1.0321883268519072 -0.66443602000037905 -0.82108684835595114 0.74561756370782817 1.0000000180025095e-35 1.0000000180025095e-35 -0.94278280720258245 -0.22066983381662078 0.51954049301251548 -0.48485357901650905
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 13 28 -8 9 21 11 -3 -12 15 -15 26 17 -6 -18 -14 -21 -4 -10 24 25 -24 -2 -28 29 -5
right_child=1 10 8 6 16 -7 7 -9 22 -11 12 -13 19 14 -16 -17 18 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00015554956330712542 -0.00038220080566455956 -9.8836319965888949e-05 -4.6805519464259961e-05 -0.00011196882034916117 -9.6338245083740478e-05 -3.5515095566563575e-05 -0.00010884948181730379 0.0002143805585240297 0.00032533014586893345 -0.00013269552093856998 -4.0529429237420345e-05 0.00043064242409007221 -0.00013851566988558949 -8.9740813751320672e-05 0.00025160984185915207 0.00053991207909614199 -0.00010802634714802747 -5.0117805037310827e-06 0.00017245853562056074 0.00078043734418938688 -4.8113749382028523e-06 0.00018589033562115296 -0.00017117317292530767 0.00032755165016967318 0.00018276323096036586 0.00014239388242353641 -7.3095222099882435e-05 -0.00022361224706189626 0.0001020507777835243 1.5456090656792063e-05
leaf_count=3396 5009 4821 3178 9434 17767 45923 1345 6250 2467 3800 29774 1384 62243 6267 1058 164 1817 78330 5087 277 1436 4154 2812 1826 4935 2991 11935 16934 7226 17891
internal_value=0 -0.046976 0.0733542 -0.0277553 -0.0437052 -0.0891233 0.037958 0.186901 0.102759 0.0139708 -0.10408 0.0578923 -0.116913 -0.165952 -0.0347837 -0.20862 -0.0126567 -0.0233135 0.122652 -0.151712 0.147912 0.101634 0.170596 0.127878 0.086241 -0.0168499 -0.217383 -0.188873 0.00250121 -0.0304126
internal_count=361931 332372 29559 232437 190291 87290 42146 7595 26163 11132 99935 6205 93730 41367 7325 34042 103001 96097 6904 63956 1713 7332 15031 12564 10738 5803 33878 28869 34551 27325
shrinkage=0.00085349


Tree=1569
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 539 923 712 189 784 1237 694 854 927 714 2 1051 43 647 590 846 146 138 582 1025 156 585 1384 353 902
split_gain=75.6704 64.7344 49.8105 44.2224 46.0345 51.9496 45.9721 39.5984 39.2651 37.0071 34.8408 33.019 32.182 32.37 33.1414 30.4232 30.363 30.026 29.7537 74.7909 29.5517 33.6521 38.8709 28.7078 27.5367 28.6092 26.8664 26.8474 26.736 41.1706
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 -0.63779424894106762 2.7059755265676442 0.9594655836162902 1.4298092310842805 1.2342127532274445 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 -0.98356635867290676 3.5926503781727646 2.2744972866152193 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 2.2368666814773395 -0.98223957276639073 2.1384355827858248 0.77266072190293822 1.5339652507612456 1.0000000180025095e-35 -0.59449999692908395 0.63280207191488913 2.0947916829856985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 11 6 -6 -1 9 -5 12 -2 -9 14 26 -11 28 18 19 -3 24 -22 -23 -17 25 -20 -14 -18 29 -8
right_child=1 17 -4 8 5 -7 16 10 -10 15 -12 -13 13 -15 -16 23 27 -19 20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014233779795812433 0.00010181827323413541 -8.2336418558632299e-05 -9.313018735921271e-05 -3.168745018438973e-06 -0.00035284858057308587 1.4567104942796684e-05 -0.00014698926463570621 0.00029096825125205205 -0.0003780611995105305 -0.00010761562786631035 -0.00015345529887546408 -3.9472684113330076e-05 6.7750330990527989e-05 0.00026101359211428907 0.00010667907905463038 0.00011671462336999981 0.0012883544613059561 -0.00029916764928952761 1.8063679905655342e-05 0.00039319252845209339 -0.00012439108763136601 0.00073479670271748415 6.7344617234169272e-06 -0.00018032706057344761 -0.0001604867403839181 -0.0002626479252083931 -0.00014608339229485581 -0.00036426152969438314 -8.2034858248288604e-06 0.000145708668285509
leaf_count=3225 9356 4660 35150 94682 2982 13234 29778 2402 1168 2671 1892 13873 3260 2725 12541 17925 87 4157 20063 1349 59692 318 1338 1017 6519 1839 3514 55 8479 1980
internal_value=0 -0.044881 -0.0262936 -0.0138649 -0.0558069 -0.0914876 -0.135256 0.0679623 0.0117687 0.0150864 0.0933119 0.0268819 0.114545 0.0894865 0.0602255 0.0924419 -0.114612 -0.100164 -0.0928038 0.0626307 -0.105225 -0.137433 0.177874 0.120125 -0.0409317 -0.00261009 -0.0518788 0.875558 -0.11884 -0.152796
internal_count=361931 332372 232437 197287 79824 56595 43361 29559 117463 116295 26334 23229 24442 22040 19315 21613 40379 99935 95778 6009 89769 61348 1656 18942 28421 21902 6774 142 40237 31758
shrinkage=0.000836755


Tree=1570
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 789 545 1008 1442 652 754 858 1429 69 357 838 1438 1445 263 1185 1396 1260 425 1217 561 146 485 978 74 501 839 444
split_gain=35.8523 77.0975 55.0264 34.333 31.7499 33.0791 31.2206 29.8406 29.8039 29.422 31.2989 29.1491 32.1276 28.7536 27.8268 27.1763 26.1286 25.8593 25.7885 25.4189 27.5179 27.0229 26.7347 34.0265 32.0321 25.3531 27.8646 28.9381 27.8005 25.2718
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.1248358748350926 -1.0372938969678034 0.49770748366498269 -1.2625182715263061 -0.98896428961744431 1.451957509147501 1.0825608069246189 1.13172262110474 -0.61798460276589473 1.4111169447725282 3.799241536987588 1.0000000180025095e-35 0.47584960161614115 0.66115833724634121 0.78990804089858679 -1.5448172815541605 -0.92265339277649194 2.5071114709212377 1.9780750160580907 0.23497785287295059 -2.0136938995935423 -0.35666450625425083 -0.32638152614236859 0.9233466144140775 -0.13712335286240399 -1.226910691826484 1.0617732612454149
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 5 17 -3 -6 16 10 19 12 -9 -12 18 -10 -8 -2 -1 20 -4 22 -21 24 -24 -16 27 -27 -29 -5
right_child=3 6 9 29 7 -7 8 11 15 -11 13 -13 -14 -15 25 -17 -18 -19 -20 21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0080880521726206037 -0.00033245532457451961 -0.00060980330357131057 -0.0027831112512680797 -0.00028832188529830295 0.00072322033471687943 0.0004485494383463189 1.9990641402414491e-05 -0.00010200070261450642 -0.0016745925808764129 0.00016524600759723246 -0.002148034485681607 0.00025827562977353918 -0.0016457416746380733 0.014023207680825014 -0.0020687614891357221 0.00050072585768399136 0.00063529868740068429 -0.0016722734889783085 0.0022714177232571451 -0.0006005794932671801 0.019069303395370642 0.00049008211779427767 0.027976556561313995 -0.0015146049694841378 0.0021985011334302606 0.0020543310512271045 0.0055450341370145298 0.0062217704617096824 -0.0046583100953571377 -0.0016340146258044847
leaf_count=61 33400 18366 2390 20088 17396 12260 47777 26783 4404 5993 8986 77686 3011 36 814 2341 16530 3951 1662 33674 26 3373 43 16633 45 445 176 39 292 3250
internal_value=0 -0.0409892 -0.107143 0.00553989 0.0161822 -0.0375158 0.0001846 0.0329477 0.0188595 -0.127798 -0.14691 0.0191516 -0.0403412 -0.324173 0.138195 -0.144881 0.0313258 -0.074063 0.318067 -0.127088 -0.410004 -0.115874 -0.134067 -0.22928 1.75129 -0.0452757 0.172276 0.00196892 -0.47728 -0.0752933
internal_count=361931 164106 74688 197825 174487 49611 89418 124876 71052 71199 65206 107480 29794 9022 3489 6745 64307 37351 1723 56184 2416 53768 50395 16721 88 1766 952 776 331 23338
shrinkage=0.00637606


Tree=1571
num_leaves=31
num_cat=0
split_feature=888 1454 837 1464 21 1452 1457 1450 1465 1272 271 1097 1454 1467 746 1466 1450 1450 1468 1454 1460 21 1453 1463 1458 1460 1466 660 1468 846
split_gain=35.4813 34.5558 33.9052 35.6983 38.0609 41.4218 35.6068 33.4428 40.0712 32.8325 31.1171 30.2061 31.0108 37.7966 49.985 37.767 37.6851 39.1069 39.0958 39.6371 45.3207 52.3388 38.4273 36.1599 34.7674 33.5106 32.985 32.0549 31.7838 31.1324
threshold=1.0000000180025095e-35 -1.0640499357927207 0.7451066522233053 1.5993600128483978 -1.6471741456694959 0.85148356494928035 -0.39785226149588032 -0.50472565934813518 -0.17812979263601394 1.0425293070791588 3.1043109927646175 -1.2571877020351898 0.50933602050530713 0.3201007491635226 3.6288968102052546 2.7003307171580744 -0.20594505553673845 -0.16994354692735661 1.3991069528470244 0.17628833089535448 0.3667834300241784 1.189441983669046 0.56824715093290779 2.1410082715956329 0.58129157291468492 0.22912600144955811 -0.10924916476579039 -0.72421686037558375 1.3991069528470244 -0.4058741947570928
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 8 -3 10 11 -6 16 15 -15 -14 27 28 19 20 23 -22 -21 25 26 29 -24 -13 -18 -19
right_child=-2 2 -4 -5 9 6 -8 -9 -10 -11 -12 12 13 14 -16 -17 17 18 -20 22 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031551545999430183 -0.0003896698652217529 0.0075636559227589117 -0.00026321824924924121 0.00050479397785680076 -0.00037069853086890312 0.0032202099221188192 -0.002454654851249273 0.0024140222542316922 -0.0022673715796468039 0.00031117875003849893 -0.00087236740359616168 0.00029210663627819076 -0.00066968490271794004 0.00027565677909616539 -0.0063915228009597622 0.0015524811092347145 0.0013249668929172886 0.00050039233791414556 -0.00076200486261871403 0.00058792967231702329 0.0011631136523484961 -0.002648152344522499 0.004066860485376197 -0.0027660827585998444 -0.0010355177923584745 -0.002361178290127964 0.00074804387120387694 -0.00020519784058620059 0.0059497214022847973 -0.00016755431723997495
leaf_count=527 46198 74 64132 15847 35659 175 641 1953 487 28038 7378 19007 19147 10374 115 786 1832 13999 4049 4679 6882 477 937 528 280 692 480 57617 149 18792
internal_value=0 -0.00538799 -0.00451583 0.00659172 -0.00070486 0.242905 -0.230452 0.381228 -0.196041 -0.00406332 -0.0145147 -0.00980645 0.00185557 -0.060229 0.041371 -0.117753 0.0170072 0.0615598 0.0497795 0.0674848 0.0416853 0.195563 0.224155 0.00670524 0.494579 0.0158067 0.62329 -0.0149129 0.361688 0.0256425
internal_count=361931 315733 315206 251074 235227 3330 816 2514 561 231897 203859 196481 160822 30422 10489 19933 130400 53776 51795 47746 41370 7359 6376 34011 1697 33483 1417 76624 1981 32791
shrinkage=0.00483225


Tree=1572
num_leaves=31
num_cat=0
split_feature=785 728 727 125 257 703 727 921 858 728 513 783 718 519 126 651 660 513 689 1209 877 553 588 374 942 971 1044 583 261 789
split_gain=81.6909 62.8978 47.3195 46.4046 82.0871 42.6264 38.1271 35.1137 37.2796 44.8292 39.8791 38.3531 35.7736 47.2156 46.6111 42.6261 38.5022 37.5214 41.8393 38.7543 34.846 34.2296 34.0694 43.9475 33.7178 31.6497 31.611 33.9925 30.398 29.9152
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 1.0000000180025095e-35 0.62154522891879982 1.0825608069246189 -0.90320472132347296 1.0454229551509682 2.2099560249315608 1.0159173274103563 2.1420547332082829 0.70880289725806289 1.1107569744011787 -0.72421686037558375 1.0454229551509682 -0.4288425582216272 0.6851534687528501 1.0000000180025095e-35 -0.5300238381803829 -0.31407487021714353 1.2786303643043428 3.1241105236897999 -0.8891902375834092 0.62237472978279051 -0.55326332990463356 1.0000000180025095e-35 0.58985743818788539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 -5 -2 12 9 -9 11 24 13 14 16 17 -7 18 -14 26 29 -16 -15 28 -11 -4 27 -20 -24 -8
right_child=1 -3 25 5 -6 7 20 8 -10 10 -12 -13 15 22 21 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.2124830194324307e-05 -3.4469391124362842e-05 -8.8319805118354478e-05 -0.00011912614624804153 -0.00015271252701363455 -1.3375937081652785e-05 7.2688483866200177e-06 -0.00017284572614203122 -7.9241480117742949e-05 -0.0001399783334899194 4.2102730080792504e-05 0.00033188776227706504 0.00040748437555727024 -1.9753171634685216e-05 -5.0929563808840103e-05 0.00015919332854350758 -0.00016757753033013657 -0.0001037202727161449 -9.7585547951364589e-05 0.00037999848069548471 0.00043105908950698773 -0.00027951117992185983 -1.9770070719878096e-05 -4.9782034706079209e-05 0.00044776449990868104 0.00054132141757489913 0.00015329159139482591 -8.726884427860313e-05 0.00010272780162691159 0.00021317621661355997 1.5427620364387424e-05
leaf_count=12551 13115 99935 1561 7397 53844 14727 17311 3904 2396 10655 2729 1183 4462 3866 4784 2565 40500 2929 2149 1776 13777 9899 2544 1272 412 15447 1966 4623 2756 4896
internal_value=0 -0.0469524 0.0702541 -0.0286336 -0.0678592 -0.00354417 -0.152872 0.00507986 0.081772 0.113128 0.16372 0.111012 -0.0116399 -0.0316484 -0.0527192 0.0678851 -0.0833653 0.104108 0.14785 0.222195 -0.200803 0.0462538 0.0930979 0.179678 0.072648 0.14558 0.160413 0.22513 0.100193 -0.142084
internal_count=361931 332372 29559 232437 102943 129494 49099 122097 21279 18883 14979 12250 100818 80348 69910 20470 55227 17905 14976 10514 35984 14683 10438 6572 11067 17008 8738 6772 5300 22207
shrinkage=0.00087056


Tree=1573
num_leaves=31
num_cat=0
split_feature=785 125 50 1470 56 789 150 539 712 1426 1465 651 1429 333 726 202 681 1237 990 747 844 672 1229 1450 854 927 714 389 710 141
split_gain=75.0741 66.4249 81.1227 50.6129 48.7445 43.6967 47.5202 54.7845 43.2338 42.6713 48.4202 39.2242 37.924 36.3826 36.3294 35.445 35.1073 33.9705 33.2424 32.8851 32.3269 32.3216 32.0074 33.8539 30.4922 32.449 32.979 29.9949 36.1576 29.8691
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 -1.3072861918153278 1.0000000180025095e-35 1.1248358748350926 -0.51906793619709324 0.6695026854463163 -0.63779424894106762 1.0000000180025095e-35 0.37973282798721492 1.1107569744011787 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.56345046278266753 1.0000000180025095e-35 1.4298092310842805 0.65656536832909496 0.98810451262880827 3.0589350061220624 -0.65546635319905777 2.6861236952522742 1.3264365022561064 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 0.87707395870045979 -0.68076867489336879 -1.0797154838816565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 11 6 -3 -8 -1 10 19 14 16 -9 27 -6 -11 24 21 -4 -14 -15 23 -16 -10 26 -26 28 -5 -17
right_child=1 5 9 4 15 -7 7 13 17 12 -12 -13 20 18 22 29 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00015696130067760565 5.9001929684745732e-05 -4.1119939261978155e-05 -4.3746297926726757e-05 0.00088741971628466436 -4.6432188865953359e-05 -0.00010290977546267086 -1.8486239885943804e-05 3.0694780193463248e-05 0.000297846566109627 1.3091975629262817e-06 8.1131000567588761e-05 -2.2166533644951556e-07 -0.00013722941773215152 2.5597881247399844e-05 -0.0002472662947850636 5.3260138098573159e-06 -0.00021496236611853346 -0.00015554877106074188 0.00038080530868056598 6.9601641263509646e-05 0.00054295201430288426 0.0002152773269024203 0.00026711040150198263 -1.1772256622103909e-05 -4.352947690527197e-05 0.00027294869579478574 0.00011204199621128625 0.00016442836150213689 -0.00016053521975397381 -0.00030121493711631869
leaf_count=3225 6485 23881 59928 109 38387 10198 16338 9487 2402 24757 18491 5378 26753 4391 44120 2315 4126 1892 1967 9599 276 6818 547 3504 6774 2725 12541 1840 7392 5285
internal_value=0 -0.0443322 -0.063516 -0.116556 -0.131952 0.0105471 0.0313132 0.074303 0.0679223 -0.0308013 -0.00220907 -0.18795 -0.0824131 0.137352 -0.214089 -0.0790689 -0.0269305 0.0943966 0.202392 -0.0294845 -0.148721 0.160134 -0.249147 -0.259299 0.115322 0.090975 0.0617361 -0.0664193 -0.153685 -0.241775
internal_count=361931 332372 259292 115362 108877 73080 62882 39001 29559 143930 88018 62890 55912 22663 57512 45987 28883 26334 13176 69527 27029 11209 48171 47624 24442 22040 19315 9341 7501 7600
shrinkage=0.00087056


Tree=1574
num_leaves=31
num_cat=0
split_feature=785 332 395 678 203 728 712 1065 1449 1237 1430 54 1469 21 419 657 906 12 706 736 285 1299 56 794 1078 927 854 712 1470 1079
split_gain=89.7491 68.3952 127.098 69.3442 56.0629 46.6142 42.8068 39.8573 39.2257 36.6572 36.4938 35.5937 41.89 32.9577 32.3452 31.7927 31.0383 30.9734 30.1532 33.5127 30.0428 30.005 30.2692 33.446 29.5614 29.1495 32.6377 35.3812 29.1058 28.5024
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 1.0605395091208547 -0.49008176997875957 -0.63779424894106762 1.0518754624258557 0.74561756370782817 1.4298092310842805 4.2254883379486126 1.0000000180025095e-35 -1.0588145806293296 -1.0798509198017876 0.022660468432831 -0.29429909822911982 -0.86276811873230785 -0.58399151183051878 -0.3535015761321067 1.0000000180025095e-35 -1.1152437199248966 6.2176215555430128 1.0000000180025095e-35 2.2041218380651819 1.0000000180025095e-35 1.0483613175537825 -0.87473648844905705 1.0000000180025095e-35 0.22229707940546359 3.0729769241839433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 14 6 -1 -2 11 10 13 21 12 28 -7 16 -9 -3 -14 -4 -20 -10 22 23 -8 -16 26 -15 -28 -5 -21
right_child=1 3 18 7 -6 9 8 15 20 -11 -12 -13 17 25 24 -17 -18 -19 19 29 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00014310202418396772 1.6818418616070594e-05 6.6763887371487215e-06 1.8946999687679444e-05 0.00031373872846503269 -0.00027521609396094081 -0.00018329528073899175 -0.00023676888026668668 7.9500899173761945e-05 0.00045419917190313053 -0.00014965236468813699 0.00081936834613779346 0.00012938482037144866 -0.00010328402255367415 0.00030846452054573655 1.9198725513830333e-05 -0.00017740818379017196 -8.3341823436510208e-05 3.1352542738833646e-05 -2.0485933883405616e-05 -0.00013314063715924124 -4.2776180117646552e-05 0.00084719935399619984 -5.8682305223700913e-05 6.5951932362069433e-05 -0.00010322960625183187 0.0002937357258422434 -2.621648656305346e-05 0.00013379338220419871 5.2442834045278043e-05 0.00059250060951639106
leaf_count=3396 7874 17048 30816 2009 20329 1200 29907 2010 514 1877 97 12787 7692 2045 37151 3901 62703 18735 32414 19120 6141 70 6416 1901 9797 2888 6210 11943 2777 163
internal_value=0 -0.0450259 -0.0845374 -0.0176061 -0.175609 0.0775219 -0.137604 0.0448893 -0.172806 0.105934 -0.208918 0.0666392 0.0281988 0.127664 -0.0473796 -0.107496 -0.0757066 -0.0055489 -0.030576 -0.0654639 -0.00049282 -0.214812 -0.219526 -0.258746 -0.00214367 0.144934 0.117958 0.0898744 0.197681 -0.148827
internal_count=361931 332372 155762 176610 73249 29559 52920 49911 45046 26163 38391 44000 31213 24286 126699 5911 79751 26427 82513 51697 6655 38294 38224 31808 46948 23086 20198 18153 4786 19283
shrinkage=0.000836755


Tree=1575
num_leaves=31
num_cat=0
split_feature=800 1237 516 429 789 840 564 515 272 718 513 588 651 507 382 902 973 592 505 574 583 306 1116 491 150 505 251 280 1065 837
split_gain=35.7899 41.4436 41.3478 39.4722 37.1486 36.306 35.6626 36.3269 34.3441 34.1979 74.4478 63.2405 58.0559 59.907 56.5357 53.5699 39.2521 35.5398 46.8026 56.3401 35.153 33.7927 33.0038 35.9548 32.7464 31.6673 30.9084 30.6339 30.6149 30.4672
threshold=-0.57812715656594349 1.4298092310842805 1.0000000180025095e-35 1.3716071297642392 1.1248358748350926 2.6367356733857314 1.3431984933504835 1.4353143596930875 1.6568181847307961 1.7690287660176487 1.0454229551509682 2.250834115212506 1.1107569744011787 1.0941628986121894 1.0000000180025095e-35 -0.92905637071754088 0.71936209383847949 -0.59494694347224619 0.62503261066003934 -0.71454879228704005 -0.55326332990463356 1.0505480127069649 2.7733144026751986 -0.085484550239284432 -0.027320107697672739 0.62503261066003934 1.0000000180025095e-35 0.8687943386892174 1.0000000180025095e-35 -0.12570290937679326
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 5 9 7 29 -1 10 15 14 13 16 20 -4 26 18 -17 -20 -12 -19 23 -5 -22 -23 -11 -9 -3 -2
right_child=2 28 4 22 -6 -7 -8 27 -10 12 11 -13 -14 -15 -16 17 -18 21 19 -21 24 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00031243248219157179 -0.00022185825305405605 -0.0011708928392497107 -0.0010100390434216731 -0.00016003044527605618 -0.00042623534667455106 0.0011748468746031269 -0.0010362874207295342 0.00028158260945778264 -0.00059228602677513487 -4.2515226485709143e-05 -7.103717906704047e-05 0.0021299042733127749 -0.0011593116844956228 0.0017073541176176705 -0.0002304185922156329 2.7483672674998603e-05 -0.00081053623778524727 -0.00033360206016359932 -1.2338570103945177e-05 0.0030021372580813837 0.00063462230296419046 -2.766914464023401e-05 0.0043926416029419664 0.0013522865517616822 0.0020510153592108176 0.0014088721737344546 0.0011234307523233875 -0.00087022464454768233 0.00047017942666309818 -0.00072590620294282499
leaf_count=57267 39267 5897 12655 8082 23724 3262 10572 20575 7035 5322 3393 2127 2447 4432 11867 9708 3544 60108 1491 1557 4540 5967 231 2584 3049 2229 5707 5067 2234 35991
internal_value=0 0.0298 -0.0256947 -0.0609459 -0.00371043 0.0102341 -0.0755563 -0.0607513 0.0466582 0.00443912 -0.0111976 0.0887163 0.0844644 0.125714 0.0551392 -0.0437898 0.0548073 -0.0240108 0.0853142 0.320717 0.164693 -0.0452427 0.0708852 0.0507792 0.244887 0.0795946 0.116056 0.018643 -0.135663 -0.0883647
internal_count=361931 72433 289498 122369 167129 143405 111472 100900 64302 140143 118691 24976 21452 19005 22849 93715 14573 81060 12756 3048 10982 68304 10897 10666 7589 8196 11029 25642 8131 75258
shrinkage=0.00502748


Tree=1576
num_leaves=31
num_cat=0
split_feature=50 56 1470 1296 1013 1238 852 1311 1038 1122 844 567 703 1449 1454 1458 399 827 1454 1468 738 651 820 43 1450 1465 1460 1454 1458 885
split_gain=35.176 61.1302 30.1684 27.4292 40.0779 36.7784 34.9347 37.6602 30.6491 28.404 29.0304 27.5764 27.3232 27.3013 31.8604 40.0105 31.3185 32.2919 29.5325 51.9167 28.2447 27.2157 27.0924 27.0104 26.8884 27.5755 31.2036 29.4235 27.7734 25.9485
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.43652631067203845 0.54050183860820311 0.17334222901426247 1.0000000180025095e-35 3.3525900529922672 1.9327848824679486 0.32256057287756162 3.5537135076674065 2.2257286442902546 -1.6015642574650035 -0.4886477565438177 -0.91909735138557946 -0.025829243019717407 1.2961422998928038 -0.29566499431037491 -0.95790485680940063 1.0056208477415762 3.5871651185081377 1.1107569744011787 2.6461010908889477 1.0000000180025095e-35 -0.28900078866492313 -0.58496509356663973 -0.033944004575185656 -0.82542789839051101 0.11800097897884852 6.7447596507476248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 22 7 9 -8 10 11 13 -3 14 15 18 20 -18 19 -5 -15 29 -2 -14 -16 28 -27 -28 -26 -4
right_child=3 12 21 6 -6 -7 8 -9 -10 -11 -12 -13 23 16 24 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00036939759052993093 -5.1637177340595083e-05 -0.0012174546512506873 -0.00079730238818545628 -0.00094116605440477399 0.00037369574606065169 -0.00072679556456036127 0.00039599353326981413 0.0037071292877428213 0.0020772842727090936 -0.00049321422561409757 0.0037763585373014495 0.0019190529023484085 0.00010917330055211364 0.00013446999996516687 -0.00080439065243582324 -0.0052119692907538224 0.0017957069831507435 -0.0001998306722505242 0.0057953223655599524 0.0096974769242315888 -0.0040999510480838565 0.00015526489675689678 -0.0023740673450419634 -0.0004765069092592828 -0.0024023084403321945 -6.7546313258694721e-05 0.007767987659555115 0.0013686974550646107 0.00049781934861946125 0.0058754189521052517
leaf_count=4567 45542 3889 63528 436 18565 23876 31305 390 1491 15912 279 1064 68890 32268 11129 121 3270 1619 265 68 292 5936 808 17678 1244 4775 92 1769 802 61
internal_value=0 -0.0402397 -0.102872 0.00596448 -0.0240819 -0.0494021 0.0286357 0.00209212 0.0859833 -0.00151347 0.0193276 0.0158415 -0.00524436 0.009171 -0.0545107 0.354242 0.0440728 0.200021 0.523603 0.172311 0.018763 -0.120684 -0.0161377 0.00188857 -0.0724343 0.0166111 0.0816023 0.310576 -0.210354 -0.140922
internal_count=361931 164549 74092 197382 88791 70226 108591 75795 32796 75405 59493 59214 90457 58150 20701 890 37449 4889 769 504 32560 69525 46350 86568 19811 8682 6636 1861 2046 63589
shrinkage=0.00555074


Tree=1577
num_leaves=31
num_cat=0
split_feature=785 728 1431 728 784 677 602 784 878 21 620 921 727 647 590 570 1236 50 1421 1458 859 519 268 1449 1154 953 973 1245 979 284
split_gain=80.9596 75.9025 51.5566 45.3194 42.2473 40.0738 62.6858 40.4002 48.6999 36.0331 37.5909 35.2552 44.807 33.0012 90.8256 34.5631 30.6501 30.2897 29.7159 29.4089 29.2358 29.0993 53.1587 28.9419 29.0621 42.2266 28.7659 28.6534 28.0575 27.9867
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.49008176997875957 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.16760437365778322 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.48460852809644533 -0.66443602000037905 0.55630078546380823 1.0107116206971127 -0.82108684835595114 -0.98545034728205338 2.1420547332082829 1.0000000180025095e-35 0.74561756370782817 1.0000000180025095e-35 1.0000000180025095e-35 -0.089283776459394754 -1.7128333084108756 -1.1195857208238145 -1.5553584877332924
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 6 27 21 28 10 16 29 -13 14 -3 18 -5 26 -15 -11 -14 -7 -23 24 25 -21 -17 -2 -9 -6
right_child=1 13 -4 9 11 7 -8 8 -10 19 -12 12 20 15 -16 17 -18 -19 -20 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015090348765192299 -0.00070522281335636526 -0.00010173905051021153 -9.6850481787436751e-05 -5.1362556670515897e-05 -0.00032814960662615222 1.5593376773734768e-05 -1.5240544159488797e-05 -0.00025230359423871043 -0.00010549272067033839 0.00032784730792491764 -0.00013772331590557876 -0.0001755149466168735 0.00052770701465637787 -2.7995876465864999e-05 0.00043934679807082109 -0.00011428320162622081 0.00018627972697408829 -5.4466508880613189e-05 -0.00026600504917890572 -0.00016803475565064577 0.00017126387011283536 0.00025850213297621448 -6.6745684757679743e-05 0.00033016048952545806 0.00018083107550809503 0.00014303153124954591 -0.00022886497076418511 -0.00013182100651609952 4.9436565798833064e-05 2.7212179543427424e-05
leaf_count=3396 755 4821 35150 3178 1026 44939 38926 1366 20492 2467 3800 1119 926 30285 1384 24113 4154 13882 3085 2812 4670 4226 2571 1826 4935 2991 22365 33417 14754 28100
internal_value=0 -0.0449522 -0.0248087 0.071697 -0.0121581 -0.0278843 -0.0708461 0.000256435 -0.0531186 0.0998474 0.0104187 0.0531619 0.18746 -0.104732 0.0572066 -0.11756 0.0977286 -0.154498 -0.0539932 0.168221 0.260806 0.0380489 0.161288 0.12596 0.0848068 -0.0141891 -0.189886 -0.16043 0.0330669 0.0202666
internal_count=361931 332372 232437 29559 197287 161446 73098 88348 36612 26163 11132 35841 6715 99935 6205 93730 7332 60360 33370 15031 5596 51736 6797 12564 10738 5803 46478 34172 16120 29126
shrinkage=0.00087056


Tree=1578
num_leaves=31
num_cat=0
split_feature=785 728 727 1431 852 727 923 519 189 784 576 971 694 2 582 1452 1465 1458 21 924 540 21 1453 146 526 537 1039 1458 1467 1294
split_gain=72.9707 59.9605 45.577 45.0089 41.2469 40.3481 50.5317 46.608 36.9799 34.9254 33.6613 33.4514 31.7065 29.6471 28.8348 27.864 27.4309 27.4929 27.3691 27.3587 26.994 34.8467 41.1835 34.2917 33.4116 33.3755 27.0702 26.9013 26.7673 26.2134
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 2.7059755265676442 0.9594655836162902 1.1032265037225084 -0.8891902375834092 1.2342127532274445 -0.98356635867290676 2.1384355827858248 3.3900475580725948 -0.51923091368911811 -0.53528856453620277 1.189441983669046 1.8999064755685127 0.35001124564692748 -0.89074317784588486 0.058091628562482463 3.0783482178314734 1.0000000180025095e-35 2.1533051290640106 -0.39862444861828145 -0.46589091170928792 -0.16859189148488082 2.2019233343356794
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 12 15 19 9 -6 -9 -4 -2 -11 -15 -7 17 18 -13 28 21 22 23 -3 29 -22 -24 -18 -8 -23
right_child=1 20 11 -5 8 6 7 10 -10 13 -12 16 -14 14 -16 -17 27 -19 -20 -21 25 24 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011654182345200529 4.9615372960982283e-06 -0.00020279975000693997 -0.00022336829849210369 -0.00018590169668999683 -9.8271463091026594e-05 -0.00041884056389018587 -0.00023110226577372739 9.7849399362990151e-05 -0.00046764315969179642 -0.00020464326752446025 -0.00046274414255332739 -0.00039321070930039355 -0.00013686712881944799 2.3456050858336155e-05 -0.00028492547769211622 0.00070288130686593688 0.00023310566206997824 3.1512020489289748e-05 0.00034654691648444138 -1.5556286116099205e-05 -0.00011895768406355116 -0.0002034769094372752 0.00021503376759507469 0.0012987106292672035 -0.00032557170457733721 0.00039131674180797215 -7.7077113961790573e-05 3.4535151803031382e-05 -0.00013536630767529636 3.5383244202680507e-05
leaf_count=12551 9356 10888 1561 35150 94682 3650 24397 3098 1168 2671 368 1196 13873 17925 1017 68 4261 3625 219 3804 14500 51926 2067 48 13756 446 4117 6146 21210 2187
internal_value=0 -0.152271 -0.0407199 -0.134456 -0.122693 -0.162461 -0.195363 -0.177759 -0.0980664 -0.0948286 0.0447845 0.0351946 -0.0863242 -0.0199067 0.00757542 -0.450593 0.0674794 -0.0645384 -0.323301 -0.197666 -0.204023 -0.222495 -0.117803 -0.220106 -0.246687 -0.116278 0.038076 0.132465 -0.213422 -0.223201
internal_count=361931 332372 29559 232437 197287 79824 56595 52877 117463 116295 3466 17008 23229 21613 18942 3718 15447 5040 1415 49411 99935 84989 17120 10936 67869 14946 6184 10407 45607 54113
shrinkage=0.00087056


Tree=1579
num_leaves=31
num_cat=0
split_feature=728 189 473 659 693 797 854 1452 648 1470 1453 497 842 692 8 1053 1303 556 813 52 1466 708 1469 641 417 1316 572 2 1216 488
split_gain=36.1427 34.1863 35.8889 33.0067 32.1868 43.6157 45.7338 42.7044 34.1223 33.5603 31.5651 29.2589 28.2427 28.0191 27.9544 27.153 26.6627 26.6237 26.2578 26.083 25.9058 25.5045 26.3273 25.3988 27.4905 30.2629 25.4151 35.4653 25.2439 24.5323
threshold=1.0000000180025095e-35 2.7059755265676442 2.9797228729073066 0.62821384419828064 -0.55184826149220967 0.63961785378869596 -0.87473648844905705 0.90005214643023135 1.0000000180025095e-35 1.1841999613071987 1.3493607039916962 -1.1725558745221074 3.1048954322592532 -0.71894483417704913 -1.3679236329833524 -0.77285677048619605 1.0000000180025095e-35 1.0233112296380982 1.0000000180025095e-35 5.6574699592131381 -0.16756731545693382 0.73921663161214024 -1.0706168552173836 0.75102658654882404 -1.174887736109484 2.8857432444232107 0.43708411701849265 0.29385783357552936 2.3855481443271001 3.2837062419585581
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 7 8 -7 19 10 -9 11 -6 -3 -10 -8 -16 28 -18 29 23 -11 -20 -23 24 25 -1 27 -26 -13 -2
right_child=18 2 -4 -5 5 6 14 9 13 20 -12 16 -14 -15 15 -17 17 -19 21 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00099536255479355643 -0.00054862775337368699 -0.0016921263431922862 0.023555829674738935 -0.00029099334589004498 -0.00087106436503365105 0.0011109427542042095 -0.0026152556499802978 0.00043842429163443619 -0.00066590082538400136 0.0055264264172934568 0.00074829112278363525 0.00025149802374203098 0.008507285143301499 0.00057979420448056932 0.00078614993031639096 -0.00053987760686876208 -9.0303329226711085e-05 -0.0012277396329078395 -4.1608187320612389e-05 0.015326331675644882 -0.0037973354279044681 0.0017653381599360182 -0.0011248092992160515 -0.00080378270442683843 -0.00014669780301374528 0.0035564233732154876 -0.00063804639085882769 0.00077539776893195147 -0.0012668741773592138 0.0026431666436843001
leaf_count=8035 46653 3030 20 40694 5278 2167 941 7791 2448 236 7630 52186 33 33916 2059 17739 18298 3500 55185 21 66 501 6334 12249 17605 216 7724 7183 1776 417
internal_value=0 -0.00155653 -0.28559 0.000822364 0.0120285 0.0287517 -0.0598777 -0.0336539 0.0447078 0.115589 0.021068 0.00756995 -0.30277 0.0999347 -0.094485 -0.0788099 0.0173446 -0.050072 -0.0541622 -0.0589977 0.837016 -0.0238218 -0.17453 -0.0598674 -0.0335465 -0.170082 -0.00718709 0.0259693 0.0425281 -0.103321
internal_count=361931 252841 3083 249758 209064 147938 22906 61126 125032 8093 88668 81038 3063 36364 20739 19798 75760 21798 109090 53033 302 62020 6835 53012 40763 8251 32512 24788 53962 47070
shrinkage=0.00502748


Tree=1580
num_leaves=31
num_cat=0
split_feature=184 1467 470 602 959 1466 561 185 664 404 698 629 2 501 1046 5 635 1465 1079 1467 1467 1464 1455 763 489 1035 1458 1458 1465 1454
split_gain=34.6049 34.9636 35.7116 33.641 38.0033 31.5489 29.6926 29.139 35.1286 33.9711 30.0372 32.7589 27.9573 25.562 25.5316 26.0603 27.3957 25.3992 26.6848 26.6711 36.4914 29.9607 33.6562 26.4038 29.9033 27.0455 29.2035 40.2566 45.347 54.9892
threshold=1.0000000180025095e-35 4.0242090356330973 1.0000000180025095e-35 1.0000000180025095e-35 -0.68169868102075137 1.5748972947834672 -1.0001293895568637 0.45051850460492232 1.0000000180025095e-35 0.76881834321921005 0.89336498079172399 0.41457784020946126 3.2235193044207455 0.73833788481090989 2.0758783179787326 0.29122463164399942 -0.90310998112367791 3.116712650924125 3.0729769241839433 -0.44899544734167229 -0.22023664855122008 5.1943684130067558 0.99585112258034558 3.223690306720266 3.2172771588277067 -0.63421783711188728 -0.71693843586677841 -0.68909410285287098 0.14486519861544186 0.54504201778324368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 4 -2 -3 -6 8 9 -4 -11 -12 13 -5 15 16 -9 18 23 21 -21 22 -19 25 -25 -1 -27 28 29 -28
right_child=1 5 7 12 6 -7 -8 14 -10 10 11 -13 -14 -15 -16 -17 -18 19 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.00026280858772903027 -0.0020739524303272547 0.0031138782350101056 6.2528922648715603e-05 -0.00015492740534250814 0.00095602138412977751 -0.0016012649518616594 -0.00089072758084769818 -0.00051179920985613319 -0.00098282490674345656 -0.0013588182489635851 -0.00091266995937056732 0.0031778770689735465 0.0053382353476680621 -0.0011252849447834991 -0.002566228611568635 -0.00018891966518475519 0.0012143503812934028 0.0012634011295143276 0.0011435607657625804 -0.0054105589019184082 0.00048174453797950815 -0.0053754174820176111 0.0048682483623902319 -0.0016104231897448211 0.012209961360596062 0.00043000477357396167 3.9450084259554009e-05 1.9829386433746672e-05 -0.0046841371099795538 -0.0065981284055881021
leaf_count=54849 11091 795 34925 28128 2174 309 17828 2130 11060 5845 852 549 149 6751 477 5807 7474 1301 2701 157 1946 88 455 2390 31 29127 1779 129922 618 223
internal_value=0 -0.0458733 -0.0498435 -0.096512 -0.17616 0.335512 -0.117537 -0.0163587 -0.0425348 -0.0160869 -0.164566 0.141066 -0.0522707 -0.056848 0.0673037 0.0827712 0.155638 0.00173531 -0.00166891 0.167306 0.00658303 0.350094 0.404371 -0.00463647 -0.254768 -0.00221099 0.0119827 -0.00201004 -0.274801 -0.120024
internal_count=361931 136344 135240 66121 31093 1104 20002 69119 53231 42171 7246 1401 35028 34879 15888 15411 9604 225587 221640 3947 2103 1844 1756 218939 2421 216518 161669 132542 2620 2002
shrinkage=0.00566176


Tree=1581
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 800 1046 1175 900 221 683 1013 691 615 86 1321 968 211 462 794 522 1035 1462 1457 1097 1454 1434 858 1442 884 588 1189
split_gain=34.4983 73.317 51.6113 31.6772 29.8733 32.3606 28.8127 28.6528 28.5809 29.7922 32.365 28.2562 28.1038 29.9996 28.0806 29.8519 27.9306 27.9796 32.2692 30.6718 27.8736 27.8373 32.9092 31.3733 27.3478 26.9887 30.1086 27.383 26.6395 37.2066
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -0.57812715656594349 -1.4186728844878853 -1.6174739575907944 1.2044253514846195 1.5927696206574928 0.16607639870926683 0.54050183860820311 2.512505597105847 -0.59108387774323179 0.72229543698325704 -1.3042131388503162 0.95125703103703174 -0.87410847309552675 1.9321621796069277 2.2041218380651819 -0.71745339412579689 -0.57908944997102318 1.8461117166573322 1.9381496379694476 -0.95342879297703587 -0.94795818613911831 2.8669757903678827 1.0825608069246189 -0.66295959698510776 1.0000000180025095e-35 -0.31407487021714353 2.9355178520339691
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 -6 9 10 12 21 20 -14 15 -13 17 18 28 -20 -3 22 -10 -24 -25 26 -4 -28 29 -5
right_child=3 8 25 16 6 -7 -8 -9 11 -11 -12 14 13 -15 -16 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.00056618471098140684 0.0018102878922421938 -0.00033316366352500169 -0.00148153099380958 -0.00018892978713226571 0.00018284848416747607 -0.0016211649332050966 0.0012672693555578641 0.0015431859779737099 -0.0011391753362975448 0.00044401892182506996 -0.0033850451708072262 0.0016198369263425334 0.0026715217910233133 -0.0014997684297858389 0.0014739963548778634 0.00011223133304697414 -0.00077595015230095534 0.00063373498267815733 -0.00048405086219600581 -2.9067766263852467e-05 0.0016526126189886324 0.0016913248939331611 0.0025484408314477816 4.2318149804784731e-05 -0.0017738781991986836 0.00011455410620193009 -0.00087651930990197049 -0.00015152188570589152 0.00053877174493054169 0.0050071911628793405
leaf_count=4504 450 21001 17600 15726 28292 2234 4606 2230 5303 7434 878 1932 354 6199 3187 13416 8349 8668 33576 74304 1092 1097 650 25703 1172 5888 35896 10800 19203 187
internal_value=0 -0.0404187 -0.105022 0.00525883 0.0611722 -0.172719 0.0769816 0.0525578 -0.000251193 -0.0553735 -0.0909832 0.0295106 -0.0784118 -0.232001 0.0947556 0.056639 -0.00895333 -0.00237751 -0.0101499 -0.0300993 -0.0397743 -0.00876977 -0.0209871 0.00445552 -0.00672389 -0.127813 -0.146374 -0.11883 0.0467387 -0.0223049
internal_count=361931 164106 74688 197825 37812 2684 35128 30522 89418 36958 29524 52460 28646 6553 18535 15348 160013 151664 142996 107880 22093 33925 32828 27525 26875 70184 64296 46696 35116 15913
shrinkage=0.0054419


Tree=1582
num_leaves=31
num_cat=0
split_feature=785 728 1080 728 1022 1361 150 21 620 954 619 471 625 1271 1236 595 1235 829 1151 52 207 1449 1458 495 351 557 1154 953 142 221
split_gain=90.6555 77.2837 49.8696 48.0853 47.3717 54.7724 38.719 35.228 37.7036 33.4936 33.1796 32.425 31.0093 31.5887 30.4535 30.1759 29.5368 35.1565 29.1985 39.2027 28.9938 28.8629 29.4112 28.5391 28.3994 28.2945 27.8349 42.3572 27.7269 27.6329
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.45926076786608272 1.0000000180025095e-35 0.16760437365778322 0.98873640907070304 0.83082504555296788 2.9395468797111257 1.392426968282831 1.0000000180025095e-35 -0.66443602000037905 1.0000000180025095e-35 -1.24934742919911 1.9012871557769564 2.4190504380954585 1.0000000180025095e-35 -0.056979058706651924 0.74561756370782817 -0.82108684835595114 0.55441035372287939 4.0932393327620815 -0.43106393533754422 1.0000000180025095e-35 1.0000000180025095e-35 0.093087694967678575 1.3426618058617994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 10 -6 8 14 15 12 -4 13 18 -5 24 -7 23 -2 -20 -8 22 -9 25 -3 -18 27 -24 -16 -27
right_child=1 9 11 7 6 16 20 21 -10 -11 -12 -13 -14 -15 28 -17 17 -19 19 -21 -22 -23 26 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00016136679912935731 -0.00010310911282725403 -9.6948019539390418e-05 0.00013177465683921082 -4.8859273400324387e-05 -5.1724228575009663e-05 -0.00011737060593657364 -2.0163726997522956e-05 0.00032352243075016424 -0.00013951513519663399 4.826267045077337e-05 1.9026774693962348e-05 -0.00081310417776059643 -0.00037275041761352377 -0.00022057835589591577 0.00032245711556700384 -0.00020561625395091159 -4.2909120520825442e-05 -0.00025653348335691892 -4.1179105974550336e-05 0.00076208146805626493 5.5850882579820895e-05 0.0003635497304354334 -0.00017023442084087499 -7.6671279671038496e-05 0.00039735653977984617 5.7277774680904353e-05 0.00018825502782083192 0.0001533608011310685 9.5237563878546838e-06 0.00029933354095081609
leaf_count=3396 18945 73971 7801 3178 49367 14137 34973 2119 3800 5961 5287 135 4717 16970 2455 19547 11329 2298 804 363 36331 2174 2812 10677 456 16570 4935 2991 1699 1733
internal_value=0 -0.0492259 -0.0289114 0.0740678 -0.0355945 -0.0742004 -0.00852416 0.103018 0.0146878 -0.109433 -0.145285 0.129026 -0.174372 -0.151978 0.102009 -0.122345 -0.0329596 -0.00710665 -0.0873059 0.264657 0.021386 0.170533 0.13319 0.00654259 -0.102826 0.0417505 0.0876309 -0.00905154 0.217806 0.091256
internal_count=361931 332372 232437 29559 224501 103830 120671 26163 11132 99935 47086 7936 41799 37082 7332 93974 56744 42607 20112 1167 71304 15031 12857 40309 74427 29632 10738 5803 4154 18303
shrinkage=0.000905731


Tree=1583
num_leaves=31
num_cat=0
split_feature=1371 50 332 141 144 836 902 1357 1456 651 789 1149 885 930 872 59 1444 215 294 746 561 1430 1470 1452 73 2 406 56 909 347
split_gain=33.8372 32.6403 49.0859 33.7847 31.6042 29.9742 33.5255 33.1747 29.5552 29.455 29.3365 33.6763 38.1023 36.6675 32.5972 28.2695 26.2506 30.7538 28.9476 27.7324 27.4516 26.8879 26.6736 45.3424 34.0746 28.0994 27.3629 25.0667 31.6344 29.149
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.33114154060000872 -0.33957554213571883 1.0894132715996734 2.1632409731494207 1.3962008022525787 3.5267996248326976 1.0000000180025095e-35 1.1248358748350926 2.1900270400044222 1.6290983814687661 -0.9149690415980628 0.85297537480346686 1.0000000180025095e-35 1.0000000180025095e-35 1.233349361810008 -0.72690265318047287 0.66766320980544069 0.14993768208270106 0.54622893720785959 1.3497734081919235 0.30149987142069906 -0.84639712770568398 -1.5381367415352516 1.3204840876176156 1.0000000180025095e-35 2.5595747715045802 0.20965394370174817
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 7 9 10 -5 -7 11 16 13 -13 -15 -9 22 18 -18 21 -21 -20 -3 24 -24 -25 -27 28 -6 -29
right_child=-2 5 -4 4 27 6 -8 15 -10 -11 -12 12 -14 14 -16 -17 17 -19 19 20 -22 -23 23 25 -26 26 -28 29 -30 -31
leaf_value=-0.00084630633782637225 -0.00038180934508112913 0.00034685244765145841 5.3264688489716614e-06 0.00018393574403666505 -0.0008133114358656224 -3.371176193042216e-05 0.0017345866905442953 0.00019378129215936012 0.0038482312579278585 -0.00077609111879027321 -0.00028006629473941266 -0.0011607654146956199 -0.0029770210239884838 0.0011117561003386456 0.0032784095236867792 -0.00090034560416406956 0.00063549282000214418 0.00084452125265350542 -0.0011666872093656418 0.001367292196444815 -0.0012718369629586336 3.4232437023611086e-05 0.00080303555632505049 0.010743584649350425 -0.00081967154002806828 0.0008212282816041467 0.0059465601951291273 -0.00060365246575022212 0.0018797596079028107 0.0013263329738177454
leaf_count=29237 48317 79027 74810 12218 20141 15612 927 5688 294 10683 14635 612 233 2918 984 8238 3207 3070 9280 1410 698 3146 1910 32 8028 1264 114 2556 642 2000
internal_value=0 -0.00550833 -0.0334804 -0.091074 -0.0438038 0.0138094 -0.0518936 0.0265777 0.0573816 -0.0664224 0.0364881 0.0480666 0.217536 0.259595 0.329883 -0.0853176 0.0399277 -0.0342182 -0.0726 -0.116276 0.106976 -0.161759 0.0551246 -0.044366 -0.0987042 0.308451 0.259765 -0.0982262 -0.140851 0.0593527
internal_count=361931 313614 141898 67088 37851 171716 27222 144494 12512 26295 130568 115933 4747 4514 3902 13926 111186 20811 17741 14534 2108 12426 90375 11348 9938 1410 1378 25339 20783 4556
shrinkage=0.00502748


Tree=1584
num_leaves=31
num_cat=0
split_feature=785 728 1431 727 852 727 923 519 279 784 971 576 694 595 1452 1465 924 322 1189 747 647 590 969 1049 1458 21 1467 512 927 854
split_gain=77.5169 63.6452 49.8998 47.4021 41.6879 46.7514 51.2726 44.6133 37.5411 36.705 34.1639 33.4028 31.8121 31.1721 28.8399 28.6833 28.4374 27.9277 28.3672 27.6647 31.5674 38.8416 28.6167 27.9904 27.4881 27.2508 27.0056 27.1279 26.6669 28.1373
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 -0.99038483963279578 0.9594655836162902 -0.8891902375834092 1.1032265037225084 1.2342127532274445 1.0000000180025095e-35 3.3900475580725948 -0.51923091368911811 1.8999064755685127 1.4725277493311824 -1.0096337021262032 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.25826253550662231 1.4391907879700609 -0.53528856453620277 1.189441983669046 -0.16859189148488082 1.7364793524751543 1.0483613175537825 -0.87473648844905705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 28 5 12 14 16 -6 -10 -5 -9 -2 17 -7 24 26 18 -3 -20 21 -21 23 -22 25 -12 27 -8 29 -1
right_child=1 13 -4 10 8 6 7 11 9 -11 15 -13 -14 -15 -16 -17 -18 -19 19 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020139484508446045 9.9608318528121128e-05 4.3449199811912625e-05 -9.1726881564281476e-05 -0.00012228208520731937 -7.8987862809530779e-05 -0.00031541203554584995 -0.00011379539317851282 0.00017290475531071429 3.5077184198003681e-06 8.6283595277749593e-05 -0.00027942701199490497 -0.00035519238374598133 -3.6439910787086173e-05 -0.00016750473593735908 0.00076612727549167084 0.00019790762573566233 7.6145864747868456e-05 -0.00020539253745742323 -0.00010695728112311246 -2.9058455321170706e-05 -0.00016949105175338402 0.00048591743889393095 7.4714879748014678e-06 0.00021662346341752559 0.00011650701681975188 0.0004017585552455229 -4.1379613545868629e-05 -0.00033794345332197978 0.00019707103248368035 -7.9511921412944375e-05
leaf_count=1139 9356 10011 35150 1561 16097 3650 21957 3098 82097 19269 1196 368 13873 20323 68 10407 3804 7036 38406 1123 8150 702 13501 683 3625 219 21210 2440 1345 10067
internal_value=0 -0.0451727 -0.0267348 0.0690193 -0.0142857 -0.0550341 -0.0910053 -0.0729996 0.010607 0.0243726 0.144514 0.143988 0.0283566 -0.100004 -0.352523 0.176234 -0.093182 -0.0811174 -0.068814 -0.0874457 -0.0280228 0.240189 -0.0538995 -0.163391 0.0429871 -0.21265 -0.109585 -0.162896 -0.0266293 -0.0611384
internal_count=361931 332372 232437 29559 197287 79824 56595 52877 117463 101366 17008 3466 23229 99935 3718 15447 49411 79612 72576 62565 24159 1825 22334 8833 5040 1415 45607 24397 12551 11206
shrinkage=0.000820348


Tree=1585
num_leaves=31
num_cat=0
split_feature=785 728 728 1423 416 852 1458 654 21 620 1470 1451 1450 1466 1451 1454 1453 1452 1467 961 1464 1464 1454 1449 1465 402 1464 513 700 944
split_gain=84.2511 62.8274 49.8826 45.8671 45.2534 45.3796 38.0914 36.5948 35.7385 38.1227 32.1231 31.7115 43.0056 38.2617 70.5986 40.404 47.7001 57.7239 39.0551 36.6046 34.0197 33.1021 32.9673 32.588 31.6473 31.3056 30.9633 30.8131 30.53 30.3243
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -1.2405683649852424 1.0747610123934368 0.20667703603638712 1.0000000180025095e-35 1.0000000180025095e-35 0.16760437365778322 -1.1417127449306028 0.3239183524675191 -0.35262914890079794 0.99096960220324093 0.78031311377349299 2.6579444067051354 1.0524367085687503 -0.16682302883424749 -0.4611800328772096 2.7378363749037904 -0.065515111140320159 2.1080260826068837 0.8862013653042119 -0.55264915488512811 1.329319772130942 2.9541164636104842 -0.36563976881068611 0.5265745529457686 -0.27570258181167545 0.53713281317862982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 10 6 11 27 9 -4 -2 12 -6 15 22 16 -13 21 -17 -14 26 24 23 -15 -18 28 -19 -7 -9 -8
right_child=1 -3 8 -5 5 7 29 25 -10 -11 -12 13 19 14 -16 18 17 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015376399374708753 9.3570253140334134e-05 -8.4041506250452533e-05 8.5051624823065001e-05 -7.9480132102915295e-05 -9.5678223556141278e-05 -9.0112071522383672e-05 4.5668699040633794e-07 0.0002117947491184615 0.00014305489411389107 -0.00013088554755578036 -0.00015578813417738987 -3.0288615992440462e-05 3.0442458729843563e-07 0.0011655351481062943 4.5273788941328943e-07 0.00052461468275870392 0.00074476785074233847 -8.6160070789530923e-05 -0.00058580226113572227 -0.00026796340520211592 0.00026151697753400545 -0.00048244375043684124 3.3990363478351812e-05 0.00046552854323679067 -0.00012137126525731922 -0.00053465015895191176 -0.00097910554056665662 0.00014749119213378433 4.4697677966290851e-05 0.0001082640641578108
leaf_count=3396 2190 99935 7332 47693 40211 6150 29680 7035 15031 3800 13974 16494 40141 224 2435 118 830 611 616 2380 710 90 366 769 157 215 166 2224 5982 10976
internal_value=0 -0.0459177 0.0731992 -0.0275902 -0.013128 -0.00380171 -0.0180524 0.0845092 0.102805 0.013626 -0.138366 -0.0406283 -0.06153 0.0285365 0.217172 -0.0113083 0.00868651 0.272063 -0.492109 -0.0131907 -0.00276064 0.629565 0.584272 0.768334 0.737044 0.150427 -0.327585 -0.0262953 0.163051 0.0362904
internal_count=361931 332372 29559 232437 184744 168580 146974 21606 26163 11132 16164 106318 82732 23586 3794 19792 19058 2564 734 42521 1487 1077 1359 993 987 13232 777 8374 13017 40656
shrinkage=0.000836755


Tree=1586
num_leaves=31
num_cat=0
split_feature=785 728 1431 728 852 727 923 519 279 784 21 620 576 694 647 590 846 146 20 1236 1458 1449 1154 953 1452 924 142 763 1467 512
split_gain=79.9127 66.3738 47.3919 45.5816 41.7357 44.7124 51.6585 46.1251 37.2745 37.3716 34.9994 36.9162 33.7812 31.9248 30.0089 79.2058 32.1795 30.4733 32.4952 29.8136 28.6753 28.5451 29.0244 42.8122 28.4265 28.165 27.5735 27.0165 26.9468 26.5541
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.49008176997875957 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 -0.99038483963279578 0.9594655836162902 1.0000000180025095e-35 0.16760437365778322 1.1032265037225084 1.2342127532274445 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 2.888475460910541 -0.37168563270387045 -0.66443602000037905 -0.82108684835595114 0.74561756370782817 1.0000000180025095e-35 1.0000000180025095e-35 3.3900475580725948 1.8999064755685127 0.093087694967678575 0.35720372001585082 -0.16859189148488082 1.7364793524751543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 13 24 25 -6 -10 11 19 -9 -2 15 -3 -16 -18 -19 -5 -12 22 23 -22 -7 28 -21 -20 29 -8
right_child=1 14 -4 10 8 6 7 12 9 -11 20 -13 -14 -15 16 -17 17 18 27 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014219052207785487 9.9760694713605877e-05 -8.8708624149522124e-05 -8.8198819766264688e-05 -4.5482033710134662e-05 -7.7169132825258394e-05 -0.00031391143383979221 -0.00011200573514536572 0.00017840274994059075 4.8713441340719839e-06 8.8388878002167832e-05 0.00030683400397249131 -0.00012682136193240058 -0.0003527805715225286 -3.6542887993987041e-05 -3.7365584645870886e-05 0.00038707178261309684 -0.00012267002566443381 -0.00023859302836921439 0.00038449149218963534 0.0002886541219445558 -0.0001585620894465362 0.00031015700303490591 0.00017100462723697662 0.00013648402423706169 0.00075985163378871332 7.7345251818545439e-05 5.5850750748404999e-06 0.0017784227279060119 -3.9434729442565265e-05 -0.00033400119120422834
leaf_count=3396 9356 4821 35150 3178 16097 3650 21957 3098 82097 19269 2467 3800 368 13873 29774 1384 63616 158 122 2455 2812 1826 4935 2991 68 3804 1699 60 21210 2440
internal_value=0 -0.0433528 -0.024521 0.0725694 -0.0123954 -0.0531836 -0.0883809 -0.0702966 0.0125067 0.0262151 0.100795 0.0126037 0.150329 0.0283711 -0.0993631 0.0551905 -0.111626 -0.144823 0.517675 0.0991471 0.168159 0.126456 0.0856099 -0.0132698 -0.350914 -0.0908345 0.213868 1.10066 -0.107172 -0.160453
internal_count=361931 332372 232437 29559 197287 79824 56595 52877 117463 101366 26163 11132 3466 23229 99935 6205 93730 63956 340 7332 15031 12564 10738 5803 3718 49411 4154 182 45607 24397
shrinkage=0.000820348


Tree=1587
num_leaves=31
num_cat=0
split_feature=785 181 50 56 728 893 1039 21 620 941 290 207 1454 1398 263 841 519 530 382 1459 1217 1236 762 497 1450 1458 1449 142 1449 1373
split_gain=86.8208 60.9057 51.5271 65.5597 49.7989 44.711 38.9479 36.5679 37.3699 35.6026 33.5639 37.23 33.2259 33.1203 32.1456 31.5354 29.8434 30.2439 29.974 29.542 29.3749 28.8872 28.8748 28.5555 28.2461 28.2225 27.9901 27.7485 27.3581 27.3212
threshold=-0.86283290253235112 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 -0.49008176997875957 1.3799317331127356 0.2598797497308088 1.0000000180025095e-35 0.16760437365778322 1.9607587081991176 2.1089670232183031 -0.14046272109263877 -0.2363894608792538 -0.30456852597747852 1.6445160113075163 -0.39445783388824013 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.53912233727729608 1.9780750160580907 -0.66443602000037905 0.94819529371907352 -0.4931251251198287 6.3256978922114095 -0.82108684835595114 0.74561756370782817 0.093087694967678575 0.47799573524751798 -0.65530826815947285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 9 12 8 21 10 11 -5 13 -2 19 -12 17 -4 -18 28 24 -6 -11 -13 -21 -9 -27 -23 -3 -30
right_child=1 14 16 5 7 -7 -8 25 -10 22 15 23 -14 -15 -16 -17 18 -19 -20 20 -22 27 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00015366366655030639 -4.065812707834843e-05 -0.00015562241935602897 -3.8360977708501425e-05 -6.2370654349999953e-05 -4.399502852178527e-05 -0.00010544228197237688 -0.00016014295965090472 0.000314192571454147 -0.00013031016764418525 5.2838345718156086e-05 0.00029781636169490548 -6.3114095947852994e-05 -1.4592400686516944e-05 -0.00017620777628597469 8.3663862235673568e-05 3.0819267460033536e-05 0.00031186470588369505 4.139958487200343e-05 2.5843782939417986e-05 -7.7714362291785925e-06 -0.00049481425575134154 0.0002934505389149397 0.00034320588802838419 4.224382262310012e-05 0.0010986627529874892 7.4958040084771056e-05 0.0003172295923468978 3.9405107539502534e-06 -0.00018008137564573372 4.2641258475359884e-05
leaf_count=3396 15044 44107 28675 38326 3178 20379 27583 2467 3800 3234 1780 11589 28311 16491 3060 4388 1818 31072 2380 11586 460 2455 1412 30070 62 10738 1826 1699 4362 6183
internal_value=0 -0.0477424 -0.0335129 -0.0529532 0.0730121 -0.0207042 -0.106884 0.102521 0.0124291 -0.00270576 -0.012923 -0.0251461 -0.0742084 -0.131745 -0.115669 0.13143 0.0173619 0.00464682 0.180309 -0.129327 -0.0232675 0.0994358 0.170259 0.0178337 0.00145929 0.171347 0.129996 0.212332 -0.156465 -0.043061
internal_count=361931 332372 262552 198607 29559 111178 87429 26163 11132 90799 86153 79985 59846 31535 69820 6168 63945 59747 4198 66760 12108 7332 4646 41659 11648 15031 12564 4154 54652 10545
shrinkage=0.000836755


Tree=1588
num_leaves=31
num_cat=0
split_feature=785 728 728 1431 516 789 765 21 620 561 588 714 623 306 1242 513 540 537 595 1189 1236 1458 1449 155 9 706 912 1154 953 746
split_gain=99.9378 74.875 56.505 49.9934 42.8545 40.7405 37.9568 37.7636 38.6489 36.7237 33.5186 54.8662 39.8844 32.7539 32.4342 32.3343 30.1976 34.2017 32.7349 33.0115 29.7733 29.5559 29.2719 28.9896 29.1166 29.1444 28.9603 28.7298 41.9924 28.3399
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0099929608726099 1.0000000180025095e-35 1.1248358748350926 2.1763216024766678 1.0000000180025095e-35 0.16760437365778322 0.40910772639584253 2.250834115212506 -0.62741635080033265 1.896973990591279 1.0505480127069649 3.5578112322456241 1.0454229551509682 0.35001124564692748 2.1533051290640106 1.0000000180025095e-35 -1.0096337021262032 -0.66443602000037905 -0.82108684835595114 0.74561756370782817 0.85791629766231614 -0.6568624016424246 0.45399774809688326 -1.4522963016155972 1.0000000180025095e-35 1.0000000180025095e-35 3.6288968102052546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 9 6 10 8 20 14 12 26 13 -6 -2 -13 18 -18 19 23 -4 -9 27 24 25 -3 -12 28 -23 -17
right_child=1 16 7 -5 5 -7 -8 21 -10 -11 11 15 -14 -15 -16 29 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.000247586604579814 -0.00011577214862025203 -0.0002686411988049699 -0.0001258344887820213 -0.00018428654888001227 -9.4446827423619228e-05 -0.00016767577733753247 -0.00025381096165545252 0.0002503373995112373 -0.00021607331363418785 -0.00020625461216463209 0.00047662065640557201 5.5102451497380866e-05 7.6162177681365328e-05 8.0585562737617608e-06 0.00065612966795598347 0.00042706119706456861 -0.00011790585272760802 0.00038790319697779751 -0.0002895914257848076 -0.0001963914090357924 0.00010507472124950976 -0.0002377538688052955 0.0002538904396600068 -0.00030512053521333066 -0.000106727374621806 0.00025600637277609279 -0.00032186013814101478 0.00010392098846958168 6.8670125061623402e-05 -0.00055200006581252652
leaf_count=3396 57429 591 3178 35150 75713 14868 3694 2467 3800 23360 144 3079 5344 10665 183 1408 14500 446 18186 56803 4154 2812 1826 1990 5358 2061 1300 4935 2991 100
internal_value=0 -0.152593 -0.0224164 -0.132681 -0.120288 -0.0952308 -0.0797934 0.0101406 -0.0815933 -0.160833 -0.0720817 0.0725771 -0.0826878 -0.0940854 -0.132633 0.177822 -0.210271 -0.117551 -0.229737 -0.20813 0.00757146 0.0813526 0.0385058 -0.0780618 -0.015913 0.17946 -0.276752 -0.00324694 -0.101829 0.426757
internal_count=361931 332372 29559 232437 197287 116315 101447 26163 11132 80972 97753 6031 91722 86378 57612 4587 99935 14946 84989 66803 7332 15031 12564 10000 8010 2652 1444 10738 5803 1508
shrinkage=0.00085349


Tree=1589
num_leaves=31
num_cat=0
split_feature=785 120 1290 728 134 1181 1466 21 1466 1463 21 1010 237 898 777 585 854 1030 204 1161 83 809 496 374 417 889 1469 771 1449 285
split_gain=37.0606 35.1854 37.4383 34.607 32.4158 35.0769 32.3917 37.6113 35.1159 40.6717 43.944 31.4122 32.0824 30.9254 29.9262 30.3895 29.4401 28.2924 28.7007 28.0222 27.1201 27.0154 28.5491 28.0217 26.23 29.891 30.5518 27.8767 26.2757 26.1829
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.18779443907580573 1.1970704256371147 0.37829601484295772 -3.2545899522946695 0.33394102906587103 0.26178017910560175 0.81122649975724037 3.0713252103476614 1.0402268595720192 0.011730715345155454 -0.56917069483155347 0.59573659850611882 -0.87473648844905705 2.7042904249467168 -1.3966489319425637 1.0000000180025095e-35 -1.2197623435909548 3.6226755291136299 -0.52318489920737588 1.2786303643043428 -1.4397656118118147 1.0000000180025095e-35 -0.88964864486721928 0.78989268862989193 2.4498220593785009 -1.2283999180691032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 11 -1 29 -6 7 -2 13 -10 -11 12 -3 17 -8 -16 -5 21 20 -18 -19 22 -9 24 -24 27 -27 -26 -28 -4
right_child=1 2 4 16 5 -7 14 8 9 10 -12 -13 -14 -15 15 -17 19 18 -20 -21 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=-0.0011059636019646625 0.0060558931381064019 -0.00037227669229763935 -0.0029981834149013175 0.0020793512533295155 -0.0018295278596243663 0.00074574737456829766 0.00092343128602525974 -0.00034249589614739312 -0.0034952820043785298 0.0021647071532394663 -0.0059915919481517864 0.0024237068643723409 0.00055083956462005071 -0.00045420222735840566 -0.00020708252729907559 0.00084965033665134046 -0.00025469168176824936 0.0092306275933320588 -0.0020330257726244535 0.00078872851713512741 0.00022360681671757923 -0.0023888522243900351 -0.00189502878130005 0.0010489310311668143 0.00013079293847629889 0.0016863170427194561 0.0002234256824320987 -0.00093376489705705138 0.0048368118509844746 -0.00032775239089936561
leaf_count=3396 211 79191 1139 2511 14459 1802 12758 28164 1774 707 208 918 10010 54481 25119 8038 8538 128 3829 15114 688 926 1849 8974 30406 4520 14446 6665 239 20723
internal_value=0 -0.024213 -0.0565585 0.0555314 -0.123601 -0.217768 -0.00660739 -0.0224806 -0.0238503 -0.284095 0.0747031 -0.0309159 -0.0361349 -0.0194214 0.0443961 0.00914742 0.0804554 0.00283185 -0.202658 0.0573444 0.27881 0.0096325 0.0135075 0.0368343 0.0196428 0.0268811 0.096813 -0.00867613 0.0457011 -0.0664658
internal_count=361931 332372 128242 29559 38123 16261 204130 158215 158004 2689 915 90119 89201 155315 45915 33157 26163 100834 4645 23652 816 96189 95263 67099 58125 56276 19205 37071 14685 21862
shrinkage=0.00690165


Tree=1590
num_leaves=31
num_cat=0
split_feature=545 1442 785 705 194 1445 1461 958 391 1458 1465 885 1452 713 543 930 1160 416 1457 1008 1463 1455 954 1463 1465 1463 859 1458 1097 1323
split_gain=72.9667 66.6421 60.4251 47.3129 43.5245 43.4749 40.2716 40.0753 56.6398 44.0907 53.8839 58.1699 47.8721 40.0372 39.5977 39.2386 38.3518 38.1561 37.998 37.5611 36.1678 39.3128 39.0456 35.4901 59.675 46.545 35.186 34.6116 33.6177 33.6081
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 0.86867179873090239 1.5271592296785539 1.6380901172106308 1.4098417307792441 1.313041538630376 1.475049428936581 0.084403803362298288 -0.41120921193798426 5.4658443334279108 -0.63504016340352343 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6806596530386535 3.2292583109233575 1.5723103033889971 0.49770748366498269 -0.043407658172389896 2.3471481811667676 2.9053803668447165 -0.23884079478003004 -0.39749697962010117 -0.25589234859845938 -0.54135187694831066 0.044286003631707406 -1.2571877020351898 2.5971848210182178
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 5 13 7 15 6 -2 9 29 10 11 12 18 -3 19 17 -6 -5 -4 -1 23 27 -23 25 -25 -12 -17 -22 -15 -9
right_child=1 2 3 4 16 -7 -8 8 -10 -11 20 -13 -14 28 -16 26 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.8153645258109688e-05 -6.9377903288477487e-05 -0.00015387885696659131 -2.2757951275671424e-05 -6.4560707073470038e-05 0.00023277087844418741 -0.00017744705193806839 0.00016291679953226324 6.0100002080181233e-05 -0.00034384416219131712 4.7845367050805513e-06 -4.8364137721352111e-05 0.00082674416337661348 -0.00014850288297216509 -0.00019570637186795976 -0.00018502346890140054 0.00012503676496676108 -8.8294290057161536e-05 0.00093290729003576251 0.00058583612924727646 5.7475224419570549e-06 1.8143825824558482e-05 0.00042687988855472076 -0.00086152847433800656 0.00083949945250788431 -0.00021562586600672523 0.00053199225233834804 3.1057654940035206e-06 -0.00034427492913339402 0.00010656761378809462 0.00046957260222348562
leaf_count=58044 24906 2038 7576 15973 3933 14673 2379 13867 1168 40878 27441 143 31750 995 14850 9222 1096 93 253 21165 22343 839 60 133 6122 388 17749 798 20526 530
internal_value=0 -0.0218847 -0.00829941 -0.0208107 0.0364186 -0.111148 -0.0605639 -0.0402856 0.0652404 -0.0522759 -0.0787916 -0.144398 -0.150675 0.0929591 -0.100929 0.013012 0.208944 -0.0745589 0.00146425 -0.0816387 -0.0368169 0.0265045 0.438681 -0.084684 -0.24126 -0.0513293 0.0602254 0.00793762 0.119098 0.0996041
internal_count=361931 267872 225914 202355 48066 41958 27285 154289 15565 138724 97846 39722 39579 23559 94059 43037 5029 16066 7829 79209 58124 24040 899 34084 6255 27829 26971 23141 21521 14397
shrinkage=0.000773033


Tree=1591
num_leaves=31
num_cat=0
split_feature=785 728 727 1100 784 677 602 784 878 921 1429 1030 471 21 562 1124 990 519 268 526 1466 859 1452 1385 355 593 346 428 979 1178
split_gain=89.6888 60.6944 47.1847 44.3892 44.1708 47.3317 53.4232 44.3627 45.1799 40.1568 33.0119 32.2118 31.3439 35.4894 36.8039 34.0893 32.8533 31.1948 50.5106 31.1208 31.0567 30.7316 29.9697 28.6787 28.6722 27.1964 27.0106 31.597 26.9776 26.9452
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6293515030253838 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 0.99422031274767553 1.0000000180025095e-35 -0.89074317784588486 3.0537978468623685 -0.76993298829673895 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.57156622312866312 -0.98545034728205338 0.91361512331551464 3.3213820238416107 -0.056068790935586275 -0.58017643881618097 0.22414172584433242 -0.68788648655711215 -1.4277844451379638 -0.86201478099247575
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 10 17 28 -6 -2 26 13 14 15 29 -14 -7 24 -15 -8 -11 -22 -5 -19 -12 -4 -28 -9 -3
right_child=1 12 11 23 9 7 20 8 -10 21 25 -13 16 19 -16 -17 -18 18 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.8418758774479089e-05 -9.439503262519834e-05 0.0004499642622576691 0.00019989227541260187 -0.00011831172422279281 9.3148510259107434e-06 1.1233359080302423e-05 -5.584504181165641e-05 -0.00039458623315582255 -0.00011003659755898037 0.00045265470766745397 -4.7219030904385669e-05 -0.0001888851935369269 -0.000125631037163135 -0.00012381896249836344 0.0009757249414449685 -9.5947830721572689e-05 9.6862478088327447e-06 0.00012301643107687403 -6.396803288587311e-05 -0.0002772616554286192 1.4404828210264367e-05 0.00011277335061621258 0.00030440963828160021 0.00046009369687319436 0.00041188677889429127 -0.00031120032828007487 -0.00033358880026782212 0.00010079428795275971 3.236472388778161e-05 1.1092611595925464e-05
leaf_count=12551 20984 1032 12160 30639 30856 45092 32649 685 21606 1087 2677 997 13917 40489 176 10721 21012 2373 2587 10755 5233 6049 1461 454 2006 10022 748 3103 15977 1833
internal_value=0 -0.0479939 0.0748459 -0.029997 -0.0199262 -0.0360696 -0.0824947 -0.00609977 -0.0603849 0.0443615 -0.164966 0.150059 -0.10153 -0.136626 -0.0165432 -0.0333292 -0.045179 0.0334309 0.158925 -0.166888 -0.0339554 0.183146 0.0938055 -0.123489 0.287616 -0.278779 0.174234 0.0200581 0.0212502 0.202241
internal_count=361931 332372 29559 232437 201344 163352 73026 90326 38268 37992 33683 17008 99935 65006 13762 13586 34929 52058 6966 51244 39343 7136 6694 31093 4379 12699 16011 3851 16662 2865
shrinkage=0.000887971


Tree=1592
num_leaves=31
num_cat=0
split_feature=785 728 1423 416 852 705 1458 654 909 1470 944 954 595 1451 1450 1466 1451 1454 1453 1452 1467 961 1454 1464 1449 1464 1465 1459 791 333
split_gain=86.9474 70.3119 51.3567 50.8168 52.21 45.208 41.8486 36.641 36.3787 33.8529 33.3696 33.1253 33.2938 32.8245 47.6457 39.7378 69.5726 40.2095 49.6833 60.2388 39.7478 39.2774 34.392 33.8572 33.5066 32.9705 32.9319 32.6025 32.516 35.5948
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -1.2405683649852424 1.0747610123934368 -0.0050352993931598944 0.20667703603638712 1.0000000180025095e-35 -0.62658750036069699 -1.1417127449306028 0.53713281317862982 0.98873640907070304 1.0000000180025095e-35 0.3239183524675191 -0.35262914890079794 0.99096960220324093 0.78031311377349299 2.311341190271452 1.0524367085687503 -0.16682302883424749 -0.4611800328772096 2.7378363749037904 0.8862013653042119 2.1080260826068837 -0.55264915488512811 -0.065515111140320159 1.2105468773947827 1.9632967188765165 1.0000000180025095e-35 2.9869920577443172
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 9 6 -1 13 -6 -7 -2 -8 12 -3 14 27 17 22 18 -15 23 -19 -16 24 26 -17 -21 -20 -5 29 -9
right_child=1 11 -4 4 7 8 10 28 -10 -11 -12 -13 -14 15 21 16 -18 20 19 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.7738808228437061e-05 8.6746521358604549e-05 -8.7422489364137894e-05 -8.9055721313906723e-05 -0.00011050757572613394 -2.2154437386144981e-05 -6.6345160861271002e-05 -5.2016309093714795e-06 8.637222946895464e-05 0.00014150226464659893 -0.00016805239331607345 0.00010749345193547558 4.1292375553607679e-05 -0.00019618038023211119 -3.7530454732706142e-05 -4.7106486582944333e-06 0.0011679337869724923 -1.4033680760210816e-06 0.00048125019911657941 0.00076559236694632136 -0.00027469348159560802 -0.00058892168862743671 -0.00028081207212602094 1.8711569197129111e-05 -0.00048580685336338866 0.00045970993112828508 0.00025084004788220753 -7.3364198869401182e-05 0.00041994317498369581 0.00025431418601534907 -0.00059934464999752155
leaf_count=10316 2190 74427 47693 39873 8374 3120 29680 9057 16123 13974 10976 5961 19547 16481 40141 224 2435 137 793 777 629 2380 366 90 769 710 175 338 3939 236
internal_value=0 -0.054863 -0.0355366 -0.0202772 -0.0104138 0.0657645 -0.0256325 0.0839721 0.127584 -0.15216 0.0311238 -0.112171 -0.12498 -0.0491895 -0.0703601 0.0209061 0.212523 -0.0195117 0.000669072 0.269306 -0.489745 -0.0196557 0.575936 0.636129 0.763384 -0.00964207 0.745555 -0.125673 0.149706 0.0830664
internal_count=361931 332372 232437 184744 168580 29559 146974 21606 19243 16164 40656 99935 93974 106318 82732 23586 3794 19792 19026 2545 766 42521 1359 1058 993 1487 968 40211 13232 9293
shrinkage=0.000836755


Tree=1593
num_leaves=31
num_cat=0
split_feature=728 1431 557 207 1046 83 813 620 15 1236 1039 20 488 418 152 1188 1285 221 1467 559 1470 1469 1388 1363 361 833 10 418 529 484
split_gain=36.8414 34.556 31.6434 29.879 27.3727 26.7079 26.6695 41.4071 37.4786 29.8387 26.7487 29.9342 27.2118 26.8729 27.9644 26.2642 25.9894 25.3505 25.6205 24.8296 23.9247 25.1907 29.5301 23.5898 23.4234 29.9195 23.3649 24.135 23.0808 22.8835
threshold=1.0000000180025095e-35 1.8641952677858011 -0.70530571838800626 -0.029151171244656309 -1.56246364468913 -0.78685617336535607 0.44561103650162237 0.13102810056866962 1.7252490091840407 -0.66443602000037905 -0.92009887158837012 -0.055291290537593359 3.1716671059802404 1.2360848206256796 2.0568633722379759 1.7665110456065378 2.2712867920001698 1.3749337819644696 2.6212945108504591 -1.8534332812978433 -1.2718061674828867 -0.68900997687029764 1.3219495754446193 1.0000000180025095e-35 0.050954961846775997 0.99043796438645004 1.2644119448443958 0.52468011559008099 1.4795591430507427 -0.38529859338704892
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 4 -4 -5 8 9 10 -8 11 -2 13 14 16 -3 28 18 -6 -15 21 -1 -23 -22 -11 -26 27 -16 -12 -7
right_child=6 15 3 5 17 29 7 -9 -10 24 12 -13 -14 19 26 -17 -18 -19 -20 -21 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0040219254029029011 -0.00048150195059898365 -0.0009366834225695423 -0.0011532320248585986 -0.00026324685906380118 -0.00015631216010409885 0.00058327512341102919 -8.0833789772611597e-05 -0.00069836075204810573 0.00080246787642528571 0.00027345925521854621 -0.00053058036589312939 0.0010155708289400179 0.0021846136687169622 0.01373810536933363 0.00085245936010227598 0.0024661474233070024 -0.0024996861825916455 0.00044780727038222024 0.0012211056043609028 -0.0016297328917840379 -0.00018406255680200972 -5.8231407216827701e-05 0.0037652802414068131 -0.00083797639957602444 0.0020841900849268955 -0.0015007380097318032 0.0043586466569546694 -0.0034211839927686411 -0.0017927135151447518 0.00015035886141871795
leaf_count=261 6873 10991 4481 15361 77745 30238 10847 9099 4153 3951 48185 4375 738 23 1849 437 2358 12875 1930 8028 37778 2692 318 13793 3222 427 265 308 4389 43941
internal_value=0 -0.00340802 0.00159168 0.0145374 -0.0124668 0.0430526 -0.0564881 0.00293055 -0.0819483 0.0649399 -0.0955252 0.0160863 -0.116124 -0.121643 -0.104009 -0.139926 -0.117076 -0.00528408 -0.0209258 -0.2785 -0.0484566 0.129799 0.0678487 -0.061829 0.171149 0.296993 0.141022 0.0569912 -0.107414 0.0588555
internal_count=361931 252841 241413 186571 97031 89540 109090 27546 81544 18447 77391 11248 66143 65405 57354 11428 54932 92550 79675 8051 54842 3271 3010 51571 7600 3649 2422 2157 52574 74179
shrinkage=0.00566176


Tree=1594
num_leaves=31
num_cat=0
split_feature=785 728 705 263 119 727 694 72 56 927 519 723 772 909 561 689 898 1307 1458 471 21 562 990 1124 960 588 382 701 1452 526
split_gain=98.8236 69.908 49.1404 48.5078 56.9768 42.0921 56.0474 45.9298 44.166 39.7492 44.4538 65.0265 35.6091 35.5395 35.4956 41.0984 35.0123 36.1824 33.1533 33.0919 34.5194 36.3454 34.3871 34.2385 32.6325 32.2733 35.5566 32.1783 38.4055 32.1155
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.0050352993931598944 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 2.1748273896674011 -0.78513032087958678 1.0000000180025095e-35 1.0483613175537825 2.1420547332082829 1.0000000180025095e-35 1.5794154605437103 -0.62658750036069699 0.085145171004415682 -1.1110989058077336 -0.21153461756732098 1.3390041783085433 0.20667703603638712 1.0000000180025095e-35 -0.89074317784588486 3.0537978468623685 1.0000000180025095e-35 -0.76993298829673895 -0.64257916016084482 2.250834115212506 1.0000000180025095e-35 -1.6271604451432065 0.4926003403048807 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 27 -7 12 10 -5 -12 -9 -4 18 -16 17 24 -6 20 21 23 -21 -3 -10 26 -13 -2 -29 -22
right_child=1 19 13 9 14 7 -8 8 16 -11 11 25 -14 -15 15 -17 -18 -19 -20 22 29 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.1742339179456896e-05 -0.00017117133412447908 0.00016938017522022885 -5.301458435340459e-05 1.4543791595993114e-05 -1.4982259022809025e-05 -0.00024438483599637461 -0.0002441316355330402 -0.00018041930431792041 -3.4069282083223244e-05 -0.00010074068017153989 -0.00014344818031143425 0.00031082362121661797 0.00012762724239030355 0.00016079514434238021 9.5141083684576822e-05 -8.5725253149985292e-05 -0.00011279903905295933 -0.00023949017498957527 7.8481899135508895e-05 -0.0001279917732395434 -0.00012573758266056764 0.00094203730405965544 7.5059007939973053e-06 -0.00010071762702474384 0.00018820405636754841 0.00052449417976817693 2.3905432683917923e-05 1.3949410021759705e-05 0.00025014592064124722 -0.00027805983940217113
leaf_count=10316 3143 2865 3120 33519 45087 13448 4339 24395 4106 6812 1822 3025 1901 16123 5106 33753 9994 1766 17387 13917 40489 176 21012 10721 4691 1089 2286 11395 3373 10755
internal_value=0 -0.0491985 0.0794607 -0.029899 -0.0481109 -0.0982416 -0.0112123 -0.133115 -0.101689 0.0264572 0.0506777 0.183354 -0.179037 0.143756 -0.0162917 -0.0695762 -0.0317426 0.0517445 0.0141952 -0.106541 -0.142516 -0.0243888 -0.0487138 -0.0410164 0.0996064 0.276258 0.213921 0.0412598 0.081999 -0.172315
internal_count=361931 332372 29559 232437 183884 82551 22250 60301 46853 48553 41741 8222 26296 19243 101333 38859 20557 10563 62474 99935 65006 13762 34929 13586 8797 6400 5311 17911 14768 51244
shrinkage=0.00087056


Tree=1595
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 728 588 575 126 727 507 395 566 648 382 689 667 858 768 1049 144 911 909 785 1458 819 470 834 769
split_gain=96.5723 65.2405 75.6065 79.1615 74.0112 92.9059 66.0319 68.9848 52.2484 48.5178 46.8566 45.8036 41.6783 40.9072 40.1162 36.9419 35.8619 34.5982 34.0504 33.8647 33.629 33.389 33.1001 32.9286 31.9232 31.8575 33.2982 31.7196 30.9451 37.2904
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 -0.49008176997875957 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 2.1710320005650359 1.8166789435549495 1.0000000180025095e-35 0.72022076402865742 1.0000000180025095e-35 1.0825608069246189 0.12803632432176856 1.511805152420109 1.2876145863397357 0.77693903076620996 -0.67290761646258057 0.58460966528228819 1.795029572017613 1.0000000180025095e-35 0.66595742291584703 -0.55738587327289035 0.53390540777970152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 11 4 9 -6 -3 8 -8 12 -1 19 25 17 28 20 -13 21 -7 -2 -10 -5 -9 -12 -22 26 -4 -11 -14 -30
right_child=1 6 3 13 5 18 7 22 15 27 23 16 14 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.5228474889629723e-05 2.5457150177211118e-05 -0.00017028275735260674 -0.00015211177119393903 -8.005021660279353e-05 -1.1880934964171324e-05 0.00032866868203895228 -9.3268978417208244e-05 0.00041399709735155974 0.00030938242842584859 -4.5870318388052955e-05 -6.1217337935394369e-05 0.00019618603563593479 9.5326731235665306e-06 0.00010327864492554845 0.00014448345671255614 -3.5600557831673642e-06 -0.00012867031671158209 -0.00019319418649889312 -0.00015523046801653367 -8.0878052945055655e-05 -0.00028504346516392568 -0.00026576991996709351 9.0752574597968125e-06 0.00017146624600681269 0.00077104190372899071 0.00012997073212812476 -0.00039090388499506151 6.2083360510515939e-05 -0.00015607198681099628 -7.0299261924497715e-06
leaf_count=12551 31293 3824 28312 41940 18652 4493 5883 2770 3819 51052 2491 6561 11500 2811 3091 3684 1519 35388 566 19810 581 5125 854 14517 103 1442 4382 11032 22250 9635
internal_value=0 -0.0492477 -0.0587561 -0.0772709 -0.0501286 0.0619613 0.0594824 0.111272 0.0451342 -0.0706455 0.0780362 0.0116141 -0.109916 -0.140754 -0.0693218 0.14989 0.156541 -0.152319 0.309616 -0.0145321 0.272578 -0.112049 0.359179 0.152819 -0.134752 -0.180292 -0.198567 -0.0252283 -0.0880082 -0.124608
internal_count=361931 332372 310854 251671 166407 23711 21518 17694 14070 142696 29559 59183 80612 85264 46476 8187 8080 82453 5059 51103 4503 47065 3624 17008 684 34136 32694 62084 43385 31885
shrinkage=0.000887971


Tree=1596
num_leaves=31
num_cat=0
split_feature=785 728 728 1431 852 727 923 519 278 346 21 620 576 784 694 954 595 560 1236 1452 1458 924 1449 199 1470 1175 142 1348 1467 1189
split_gain=78.0879 54.6627 44.046 43.9648 38.2904 42.2775 51.8702 43.892 35.8523 36.7901 35.3631 36.05 33 32.6577 31.8366 29.8663 30.8232 29.4491 29.2612 28.6381 28.6019 28.1782 27.9499 27.937 27.9219 27.6997 27.6752 27.0621 26.7854 26.675
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 -1.1833072469291228 2.4847975134223916 1.0000000180025095e-35 0.16760437365778322 1.1032265037225084 0.9594655836162902 1.2342127532274445 0.98873640907070304 1.0000000180025095e-35 1.6590601587821199 -0.66443602000037905 3.3900475580725948 -0.82108684835595114 1.8999064755685127 0.74561756370782817 1.0000000180025095e-35 0.78209301887286675 -0.31923240808069592 0.093087694967678575 1.5405729298544251 -0.16859189148488082 -1.0096337021262032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 14 19 21 23 13 11 18 -9 -10 -2 16 29 25 -4 -7 -12 28 -22 -6 -17 27 -20 -15 -8 -3
right_child=1 15 10 -5 8 6 7 12 9 -11 20 -13 -14 17 -16 24 -18 -19 26 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014103229264798281 9.1357790798921395e-05 1.8680944291700572e-05 -4.9974395493242369e-05 -8.9473600772625985e-05 -2.6537759330843442e-05 -0.00031177538712005284 -0.00013207012887916889 0.00016665300011745157 1.1679391103237517e-06 -0.00022436346162957812 0.00029588325383163912 -0.00012856137646718419 -0.00034820300831294446 -3.541360334678604e-05 -4.1976233087615797e-05 0.0001108393747516009 -0.00017521423665218483 -0.0001657875367432471 0.00027615130192079921 0.00074489017799913844 6.4178483199516228e-05 7.2637543400486896e-05 0.00029744892082460435 -0.00022809789187365844 -0.00018713407559958189 0.00013997468853727631 -2.233711367275731e-06 0.00031636194669587884 -4.2004409225876215e-05 -8.8894708845550148e-05
leaf_count=3396 9356 10875 3178 35150 6397 3650 24397 3098 84756 2290 2467 3800 368 5840 13873 4512 19547 1259 2455 68 10738 3804 1826 4315 1449 11940 1699 666 21210 63552
internal_value=0 -0.0484077 0.0662987 -0.0313317 -0.0196568 -0.0586981 -0.0929225 -0.0748043 0.0041978 0.0147856 0.0941146 0.00542358 0.140697 0.0200846 0.020521 -0.0992668 -0.111535 0.0955813 0.0910617 -0.355834 0.161967 -0.0947976 0.120248 -0.128486 0.0546147 0.116821 0.204908 0.00406605 -0.111126 -0.0917495
internal_count=361931 332372 29559 232437 197287 79824 56595 52877 117463 106751 26163 11132 3466 104461 23229 99935 93974 19705 7332 3718 15031 49411 12564 10712 5961 18446 4154 6506 45607 74427
shrinkage=0.000804263


Tree=1597
num_leaves=31
num_cat=0
split_feature=785 50 125 750 728 930 1452 1470 694 837 546 1470 776 728 1466 279 789 519 1065 382 1465 51 1106 21 620 1236 1092 1469 1458 154
split_gain=37.0996 34.4664 50.5915 53.2596 41.8026 52.0553 46.5839 49.3099 43.1726 38.4382 40.0758 33.0732 33.0015 32.5358 32.1404 31.7537 33.0682 30.527 31.729 29.9038 29.2793 32.2282 30.7601 29.2516 35.298 29.0536 28.8061 28.8795 28.7142 28.6263
threshold=-0.86283290253235112 0.55630078546380823 0.58518330826110332 1.0000000180025095e-35 -0.90320472132347296 -0.9149690415980628 0.79547082264194502 1.3024667090820021 1.4410699139383063 0.31172700993860503 -0.60246384342380399 -1.3664195657027294 2.5659293755304176 -0.49008176997875957 -0.081864550713907927 -1.1438953002515546 1.1248358748350926 2.1420547332082829 1.0518754624258557 1.0000000180025095e-35 -0.52774419131799011 -0.68916341501484679 1.7407510129396675 1.0000000180025095e-35 0.16760437365778322 -0.66443602000037905 3.5957525378519168 1.6596426661524915 -0.82108684835595114 -0.15489933552323301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 6 -6 8 -8 -2 10 -7 -4 -11 -1 -9 -13 26 -3 19 -19 21 -5 29 24 25 -15 27 -17 -25 -22
right_child=1 17 11 20 5 9 7 14 -10 12 -12 15 -14 23 -16 16 -18 18 -20 -21 22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00082422409414273996 0.00040355314101067895 9.9853792878642473e-06 -0.0037820848609752523 -0.00030980928911670391 -0.00086016977676419239 -0.00035332469571657232 0.00090524642378831386 0.0077448045789269239 -0.0005966106127470222 -0.00056166686593577594 0.00023183192169981594 -0.00078464548029999763 -0.0042424320086546516 -0.00037721838200293777 -0.0058181362655685791 0.00040829646864685141 -0.0005397184782597106 0.0023036630939472515 -0.0010174351468094501 0.00044621517627735228 -0.001410330881226088 -0.0023387799605380784 0.0016845378965002597 0.0018657198053368801 -0.00089034161981761152 0.0010537584907094654 -0.0027551757041291416 -0.00068458121640718132 0.00052906617972229338 -0.0001839556389486921
leaf_count=3396 12575 73297 289 2397 31975 39252 4795 184 13374 32947 34233 6121 584 3178 36 40013 7041 1854 836 2258 8399 6828 996 2467 3800 4154 348 3538 12564 8202
internal_value=0 -0.0249008 -0.0393552 -0.060103 -0.0463783 -0.0656172 0.0280976 0.218318 -0.0127909 -0.0421341 -0.0135907 0.0148526 -0.114482 0.0548552 1.17495 0.0185227 0.0340016 0.0136541 0.167286 0.24107 -0.17939 -0.319204 -0.117003 0.0789901 -0.00221508 0.0832347 0.0555961 0.0607513 0.141377 -0.147628
internal_count=361931 332372 254127 196777 169955 138991 30964 5015 25949 107016 73485 57350 33531 29559 220 57061 50940 78245 4948 4112 26822 9225 17597 26163 11132 7332 43899 43551 15031 16601
shrinkage=0.0053352


Tree=1598
num_leaves=31
num_cat=0
split_feature=785 728 727 1431 852 727 539 923 65 784 1470 971 540 595 537 1189 694 1051 1059 155 1465 1107 50 9 706 1458 21 927 497 1384
split_gain=79.7682 59.434 48.1211 47.6622 45.0957 42.0324 53.2595 45.611 37.9159 42.5006 33.3344 33.1215 32.7757 36.1849 34.297 33.1764 31.6227 31.3031 30.9509 30.7766 30.7276 30.3512 30.154 29.6995 29.7224 28.884 28.4256 27.9721 27.356 27.2786
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 1.3605314985471562 0.9594655836162902 -1.3664195657027294 -0.8891902375834092 0.35001124564692748 1.0000000180025095e-35 2.1533051290640106 -1.0096337021262032 1.2342127532274445 3.5926503781727646 1.0000000180025095e-35 0.85791629766231614 -0.51923091368911811 -0.70798317714492942 1.4829784501753427 -0.6568624016424246 0.45399774809688326 -0.53528856453620277 -3.9164670491403295 1.0483613175537825 1.461728259125324 -0.59449999692908395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 27 4 5 16 7 -7 9 18 -11 -4 13 15 -14 19 -2 -9 21 23 25 -6 26 24 -3 -13 -17 -1 -8 -19
right_child=1 12 11 -5 8 6 28 17 -10 10 -12 20 14 -15 -16 22 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.6548054640796961e-05 9.5928698267116038e-05 -0.00018734619196287785 -0.00012712624491349503 -9.9442988172071623e-05 -0.00017187735162110731 -0.00036947542070029933 -2.862076776517186e-05 -0.00010739685854799179 -7.8599652851949798e-05 -0.00059659361644214893 0.00010430711829148703 -0.00019674811264109497 -2.1575565958365492e-05 -0.0002111925556438112 0.00050097375313379528 0.00059154207585590134 -4.7716856577294719e-05 0.0013534339212795499 2.7861184402138409e-05 -0.00022882724451039942 0.00020967867095019445 -1.91102823878366e-05 2.9123201634483167e-05 -1.264657018535761e-05 0.00036786427915578326 0.00011947072905450025 -0.00012814054486999396 0.0002121583633799669 0.00017247352318107594 -0.00037899575984845811
leaf_count=11206 9356 591 1561 35150 6469 2982 10685 40237 19174 217 18369 1415 14500 18186 446 186 13873 87 49465 1990 10407 23769 5267 5358 2061 3625 51350 1345 2549 55
internal_value=0 -0.0489761 0.0667059 -0.0311962 -0.0190544 -0.0613461 -0.095394 -0.139616 0.00679844 0.0220556 0.110253 0.142573 -0.101903 -0.122893 -0.00358608 -0.0997955 0.0175478 -0.119083 0.000271786 0.0339472 0.173737 -0.054712 -0.122407 0.0993067 0.299968 0.0359972 -0.143023 -0.0296621 0.0147902 0.885783
internal_count=361931 332372 29559 232437 197287 79824 56595 43361 117463 98289 18586 17008 99935 84989 14946 66803 23229 40379 79703 10000 15447 30238 56803 8010 2652 5040 51536 12551 13234 142
shrinkage=0.00087056


Tree=1599
num_leaves=31
num_cat=0
split_feature=1423 1458 1464 1464 1465 1450 1454 1465 1449 1467 1450 1454 1456 1462 1453 1463 1454 1458 1449 1451 1450 1449 1468 1458 1458 1467 1450 1457 1452 21
split_gain=37.2671 36.4532 72.764 89.3014 58.798 52.0394 58.7924 56.8124 68.8005 61.0429 53.0445 64.181 51.7769 51.0833 50.4238 66.7998 49.349 49.0351 59.9207 47.076 45.8609 47.3818 45.1035 42.7603 79.8716 69.4094 63.7101 65.4977 63.0703 51.9181
threshold=1.0000000180025095e-35 -0.19179933198544472 -0.46492268522126184 -0.42913060951834736 2.6851373032125321 -0.49083279118224338 0.67485211051868899 -0.48237602115329431 1.5121378571537194 -0.36323917762374175 -0.26757824130472208 -0.40696913463973794 0.82504800527607469 0.29780262075440644 -0.41398977458587483 2.2766972579015441 1.0692506903199488 -0.707411632239202 0.27039492291981121 0.19350284266606024 -0.62314278622779262 -0.67644785418678099 2.8970362673674974 -0.82108684835595114 -0.68909410285287098 0.3201007491635226 0.031350008669292655 -0.29762823873573524 0.039474337618497217 1.0003342417131433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 14 7 8 -7 10 12 17 -9 -8 20 22 -6 18 -12 -19 -1 -22 -16 29 26 -26 27 28 -25 -5
right_child=-2 -3 3 23 16 6 13 9 -10 -11 11 -13 -14 -15 15 -17 -18 19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-6.2504048736939801e-05 -0.00030005107749393154 9.2583479500512271e-05 0.0029845883568130646 0.00012220019350731601 0.0033973579918435046 -0.00075036268577030987 -0.00067199755043408451 -8.6376737154240468e-05 0.0026933390385237349 -0.00031870612128515849 0.0032532169778740315 5.1138472643862319e-05 -0.0054195070768637216 -0.0029450831465602572 -0.0017151349640677723 0.0067080718277355064 -0.00046097756767474971 7.0133006757769462e-05 -0.0041618927027209044 0.0034436630678806673 0.0043937805841059788 -0.001941818347166633 0.0039779019942312744 -0.0018163199546439562 -0.00022440078955773655 0.0007043626430464319 0.0018298734612340753 -0.0044518554742707496 0.0041561483102347989 0.001207090627590075
leaf_count=8489 74863 132395 840 25786 642 14898 4362 2190 575 10211 2066 3136 247 1410 8684 94 532 1793 152 452 108 2626 122 1765 47407 9827 376 1030 167 4686
internal_value=0 -0.0060577 -0.0302916 0.00956208 -0.0922308 -0.103213 -0.0566647 -0.0212987 -0.133299 0.0556065 0.178519 0.265774 -0.127396 -0.273337 -0.202377 -0.337593 0.371687 0.428986 0.650612 0.194065 -0.098832 -0.363894 -0.360834 0.00200684 -0.0333848 -0.0135627 -0.378645 -0.506151 -0.261627 0.0701403
internal_count=361931 287068 154673 91884 62789 61615 41492 35720 15473 20247 10036 7599 2437 5772 20123 8900 1174 4463 2218 2245 11223 2734 8806 91044 60572 57234 3338 2962 1932 30472
shrinkage=0.00446426


Tree=1600
num_leaves=31
num_cat=0
split_feature=785 728 727 1376 516 1116 791 760 927 845 930 909 980 566 416 471 21 562 1124 990 526 915 1322 513 758 1464 61 1452 1178 971
split_gain=77.3354 62.8657 46.7406 44.5096 41.5345 46.8771 38.0691 36.9056 35.4007 35.1933 34.8621 32.6211 32.043 31.0987 30.9521 30.9404 37.6284 36.2463 34.0078 33.1204 31.6521 30.2836 29.0984 28.6765 34.4917 32.8554 27.6078 35.3026 27.2087 27.1886
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.18805867694879752 1.0000000180025095e-35 -0.98151139863280401 1.0000000180025095e-35 0.0340675632089932 1.0483613175537825 0.28484765473989343 1.0000000180025095e-35 -0.67290761646258057 1.4201849982139072 1.9189241638422623 -1.2868079512877451 1.0000000180025095e-35 -0.89074317784588486 3.0537978468623685 -0.76993298829673895 1.0000000180025095e-35 1.0000000180025095e-35 -0.11372201006058917 1.0852794626332913 1.0454229551509682 0.9327048103557759 -0.13737360038314356 1.0000000180025095e-35 1.0000000180025095e-35 -0.86201478099247575 -0.94977692966989535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 7 -6 8 9 12 10 -2 -4 13 22 -8 16 17 18 28 -17 -18 26 -7 25 -25 -16 27 -5 -3 -13
right_child=1 15 11 21 5 6 14 -9 -10 -11 -12 29 -14 -15 23 19 20 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.5410437144386714e-05 -6.4098888858013717e-05 0.00043513513423621401 -6.8825803965192752e-05 -5.1411515496452754e-05 -0.00012140882773530917 4.0202208606414063e-05 -0.00018136351803013314 -0.00011459051694786667 -0.0001086013000687194 -9.9923637041113164e-05 7.197715264885061e-05 -0.00018467571239285505 -0.00011853650490012004 0.00021301004570529824 -4.0256583828034991e-06 -0.00012277717558445645 -0.00012074204055420197 0.00093170208931396125 -9.0208599056115763e-05 7.7425920355562078e-06 -0.00026928276658037549 -0.00011808881928231919 -8.6672584896464716e-05 0.00028110029429218009 -6.8928728240621467e-05 0.00015395597017000144 -0.00010770579747006646 8.9826327135506906e-05 1.1442987297325498e-05 0.00017286443962128789
leaf_count=12551 10757 1032 2491 19864 8704 38876 1574 22066 7461 12830 16391 738 4715 2589 9976 13917 40489 176 10721 21012 10755 31211 7126 4090 1058 7337 15397 10415 1833 13779
internal_value=0 -0.0487348 0.0653435 -0.0304177 -0.0109627 0.0159995 0.0299837 -0.0567235 0.00226719 -0.0185874 0.0241248 0.14024 0.0218273 0.0382498 0.100555 -0.103185 -0.138031 -0.0143843 -0.0310512 -0.0472234 -0.169154 -0.0789244 0.02489 0.11857 0.247911 0.0758488 -0.0411868 -0.00186022 0.204151 0.180474
internal_count=361931 332372 29559 232437 155550 93506 84802 62044 60767 39978 27148 17008 53306 48591 24035 99935 65006 13762 13586 34929 51244 76887 46002 22461 5148 17313 45676 30279 2865 14517
shrinkage=0.00085349


Tree=1601
num_leaves=31
num_cat=0
split_feature=129 785 728 803 735 1089 944 1238 1366 953 73 126 1451 1455 540 649 1390 1449 1459 327 488 14 1365 635 1454 21 1453 812 462 542
split_gain=36.0406 35.7844 34.9636 33.5446 66.2179 35.8438 48.7504 39.138 38.3651 35.8881 34.6348 33.5497 30.9125 33.503 31.4221 33.3133 34.7394 31.0853 30.4177 27.451 29.2011 27.2323 26.5015 27.8292 26.0781 26.0454 30.8054 32.8461 36.7856 31.2467
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.49008176997875957 0.85523949479533445 1.356718709411544 1.0000000180025095e-35 0.53713281317862982 0.17334222901426247 2.0183251275724516 2.6584305290829104 -0.57057743466235078 1.402259659649604 1.7177297842418249 1.1386082259262511 0.35001124564692748 0.85789485202400184 -0.93523728510198822 0.47799573524751798 0.49900387419946662 -0.65130284658053883 -0.89375297094727746 -0.1028530955559364 1.0000000180025095e-35 0.85283149959586979 1.6537132332631717 0.2439032738895319 -0.074792591002300263 1.0000000180025095e-35 1.0000000180025095e-35 2.9782905761990457
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 18 10 -8 -7 21 14 -14 15 -12 -17 -16 -3 -20 -21 -6 -18 -24 -10 26 -2 29 -29 -28
right_child=25 3 -4 4 11 8 9 -9 24 -11 12 -13 13 -15 17 16 22 -19 19 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.001067468669862771 -0.0011819691913018445 -0.00054755428475527492 0.00059329041326038696 2.1864486826262709e-05 0.00082719733820895921 0.00035360729201829521 0.00025038462844258333 -0.0010810394381395463 -0.00099212806169674136 -0.0032873722223487212 -0.00056587683899310534 -0.0020425289220261955 0.0017491274609323713 -0.00098339200784078448 -7.3955148903641959e-05 0.0031503008107706108 -0.0011052914144236148 0.0011423999294858872 -0.00071888598116778954 -0.00098954338647914714 0.0011940709172209348 0.0026693486394272488 0.0021274541015944876 -0.0031529635185999368 -0.0049791206608885532 2.4121877175193474e-06 -0.00096440464768631667 0.0015732448387642179 -0.0016172859199450875 0.0095220425673688981
leaf_count=2859 21582 41805 23351 44481 2736 41326 26046 29480 4714 491 47368 430 2995 1142 20696 929 2206 4900 3336 1604 5882 2861 1528 264 414 13903 7422 3733 1351 96
internal_value=0 -0.00832632 0.0669602 -0.0161673 0.0345844 -0.0282065 -0.0606437 -0.0899441 -0.00330415 0.0256915 0.00423706 0.2365 -0.0237016 0.15526 -0.0347317 -0.0695109 0.114526 0.0265161 -0.055773 0.0445982 0.119711 0.279319 0.0117434 0.216072 -0.205968 -0.0812873 -0.123133 -0.0249234 0.128512 -0.134427
internal_count=361931 313844 26210 287634 50508 237126 108644 82107 128482 26537 123354 6027 82028 4137 77891 52295 4927 25596 52627 10822 7486 5597 3998 1792 5128 48087 34184 12602 5084 7518
shrinkage=0.00637606


Tree=1602
num_leaves=31
num_cat=0
split_feature=728 691 556 765 1124 463 77 690 542 1458 1465 1452 1449 1457 1460 1467 1460 1467 1462 1465 1459 1458 1459 1459 1456 1453 1450 1459 1373 1453
split_gain=35.3674 32.5284 33.682 32.115 31.1283 29.9013 28.6708 29.3033 26.9191 26.048 60.9323 54.8337 42.1876 55.0238 39.248 37.1633 38.2908 49.6845 70.3258 52.7215 49.0616 39.8963 44.5038 39.7076 36.3266 37.2686 34.6083 46.3204 34.514 32.3341
threshold=1.0000000180025095e-35 1.4255342478983304 1.3560380072848763 2.0978455817330324 2.9119499769605071 2.519087262141118 1.761906972484778 -2.505024617274985 0.77058560189116454 -0.19179933198544472 -0.45749305878403218 -0.66449101068362226 -0.65446274039939711 1.5723103033889971 0.74209976395475563 0.45795951245827188 0.4801540438575525 -0.44899544734167229 1.8461117166573322 -0.44341668291998909 1.6164636501882159 -0.4840465965134057 -0.50282768380134069 -0.51431314994662358 5.6068634316437889 1.9142027959396961 1.5597835250428382 2.0049806708981972 1.1593483553776331 0.62153978536180354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 6 7 -1 -4 10 11 12 -9 -14 15 16 17 18 21 -19 -21 22 23 -12 25 -13 27 -17 -16 -24
right_child=-2 4 8 -5 -6 -7 -8 9 -10 -11 14 24 13 -15 28 26 -18 19 -20 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012542419373674663 -0.00026756994645908537 -0.00033193738817193332 -0.00023228654341213921 -0.00068743178470692581 -0.0030599465632137656 -0.0009349199669924749 0.00061187319236152208 0.0025067062211299594 -0.0013593529919328719 0.00022961293747827841 -0.0001136828406219942 -0.0007663991123374594 -0.00014802815413990852 0.0044398609090632729 0.0010797639422638963 0.00070653869254701988 -0.0015754927587184457 0.003662949762609195 0.0034761305032463834 -0.00038562387216127596 -0.0040324386799330814 -0.00041788063376552539 0.0014340222843156718 -0.0090482027669991864 0.0039642093781398135 0.0011038610899057595 -0.0014526467178919687 0.0050178249170574627 -0.0013823561612884457 -0.00026561742238701426
leaf_count=2189 109090 26598 16830 6914 655 3915 11311 928 4233 82429 4936 27373 5801 298 7162 9015 2037 387 707 20079 428 7397 6381 64 166 1165 785 251 768 1639
internal_value=0 -0.00223717 0.00615648 0.0141657 -0.0788421 0.0191486 0.0226725 0.0156011 -0.0860809 0.0185057 -0.00659492 -0.0826672 0.090551 0.0205705 0.0344519 0.0124145 -0.0156823 -0.00150876 0.0735688 -0.0794389 -0.0948204 0.0478284 0.120223 -0.044896 -0.128954 -0.136167 0.133137 0.172241 0.174965 0.220485
internal_count=361931 252841 225588 204525 27253 197611 193696 182385 21063 180196 97767 35731 7027 6099 62036 54106 44055 42018 21124 20894 20507 20417 13020 5000 28704 28538 10051 9266 7930 8020
shrinkage=0.0049289


Tree=1603
num_leaves=31
num_cat=0
split_feature=785 728 712 516 143 791 513 1234 691 429 578 471 21 562 1453 928 730 914 606 564 828 705 776 146 526 1469 515 122 1100 1292
split_gain=103.287 64.286 50.5366 48.5298 51.6134 43.82 43.9612 53.1162 39.4085 36.4945 36.06 35.3852 43.1089 37.4155 35.0668 34.7692 40.157 45.9233 33.7971 32.5281 32.3781 32.0227 31.8943 31.8343 31.7421 31.316 30.2941 32.7057 30.085 29.9386
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -0.72319605263816955 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 0.32551924250032394 1.3430836380569215 -0.87905496296652397 1.0000000180025095e-35 -0.89074317784588486 3.0537978468623685 0.058091628562482463 -0.52992354128753727 -0.33215574005720661 -0.0086942765600176112 2.1543936751333881 1.4188032667957222 -1.0536780337889886 0.37185795862114152 -1.1606562217510001 3.0783482178314734 1.0000000180025095e-35 -0.60639405475391805 1.4353143596930875 1.2828132024160503 1.0486018294583193 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 -5 15 28 -8 9 19 -4 12 13 14 23 -6 21 -18 -13 26 -12 -17 -10 -3 -14 -19 -2 -28 -7 -22
right_child=1 11 10 4 5 6 7 -9 22 -11 20 18 24 -15 -16 16 17 25 -20 -21 29 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00015038500348719995 -6.1781848871518701e-05 -0.00012381816594074217 0.00025233104831831442 -7.1347212934199305e-05 4.0255758208316918e-05 6.052674153587041e-05 0.00029043959081559922 -1.8955835023196499e-06 7.7593431628878663e-05 8.3193750128759389e-05 -0.00016314597240999002 -4.8486819850200644e-05 -0.00011906092968030262 0.00089544459840818055 0.00010790751233965607 -0.00013930733104786214 -7.3011930567366053e-05 0.00031310134165847428 0.00026653791031577546 -0.00017790680652552321 2.0026617523894478e-05 -3.1006445114157773e-05 -0.00013993595062505762 0.001384278129924128 -0.00025873298450107839 5.8840348091379613e-05 6.7907513881206977e-06 0.00029458211394173766 -9.0910883850368215e-05 0.00014658802054813059
leaf_count=3225 40325 8530 3439 30609 24806 18093 4174 2810 2748 7107 1661 33863 40489 176 5016 12374 4657 2078 1066 5877 10832 26035 26913 40 10755 4009 12222 1423 6177 10402
internal_value=0 -0.0504596 0.0809519 -0.0319713 -0.00684121 0.0146748 0.0820263 0.221415 -0.0727491 -0.043753 0.109507 -0.105394 -0.142528 -0.0103447 -0.0272266 -0.0133657 -0.0468317 0.0676324 -0.0456075 -0.0627733 0.0799279 -0.0795472 -0.148016 -0.139044 -0.175699 0.18925 -0.0449874 0.0467148 0.0357851 0.101888
internal_count=361931 332372 29559 232437 135822 105213 31254 6984 96615 66954 26334 99935 65006 13762 13586 73959 49153 10744 34929 59847 22895 38409 29661 8570 51244 6087 53970 13645 24270 21234
shrinkage=0.000804263


Tree=1604
num_leaves=31
num_cat=0
split_feature=785 181 869 728 566 727 705 67 971 21 484 1307 791 921 851 924 263 1459 1423 589 1217 1450 215 1465 1464 991 1122 87 783 1458
split_gain=85.902 69.7647 49.9355 51.5546 48.2806 43.9056 40.1958 36.5061 35.9622 35.7027 45.7932 35.2831 39.3265 41.6883 33.9693 33.7713 31.7846 33.0342 31.3855 31.4812 29.4908 29.0279 28.5476 28.5199 28.5022 28.4727 28.3874 28.3714 27.5723 27.121
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 2.1710320005650359 1.0000000180025095e-35 0.73161970490752004 1.0000000180025095e-35 -0.8891902375834092 -0.70163543588998201 0.081073671345261 1.6294210021612947 1.0000000180025095e-35 1.0525743831388839 0.68308976018130074 1.8999064755685127 1.6445160113075163 0.53912233727729608 1.0000000180025095e-35 0.34879007543356905 1.9780750160580907 6.3256978922114095 -0.5033952335291858 -0.51923091368911811 1.20947575187956 0.92095852375103993 0.09162029348856647 0.56076668980743449 1.1155635910225459 -0.53528856453620277
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 -4 7 -1 9 15 -7 -2 -11 12 13 24 -14 18 17 27 19 -5 21 -19 -17 29 26 28 -8 -3 -15 -10
right_child=1 16 3 4 -6 8 11 -9 23 10 -12 -13 14 25 -16 22 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9825108796488438e-05 2.3919231404151465e-05 -0.00011982134355354778 2.1490317740524639e-05 -0.0001737609123258767 0.00014984391631080908 -0.00013844825719144186 -7.0779043679104722e-06 -4.241260046192183e-05 -0.0001842539587131347 -2.4690601604727792e-05 -0.00011976361460667169 -0.00014290766807589488 0.00016661273382654964 -3.4598649727549089e-05 -0.000153034209845905 -0.00021500659906960917 7.8755389731904342e-05 -9.4548048892279246e-06 -0.00028305450917050755 -3.2640645863775336e-05 -0.00051600514852758513 0.001153796258238998 0.00021455491756504729 0.00020780495005299083 0.00015816606035373517 0.0003954907134981073 -0.00016860182134878396 -0.00025244287318248613 0.00030260891824583907 0.00012157521018107343
leaf_count=12551 34139 43381 17197 25833 2535 1561 17323 19742 1415 67452 27209 4686 10758 2248 1362 1194 3060 11586 9692 9505 460 62 1857 10407 2530 1271 4850 11271 1169 3625
internal_value=0 -0.050739 -0.0355251 -0.0826549 -0.1132 0.0692118 -0.0152714 -0.127024 0.141619 -0.0361438 -0.0575638 0.0373614 0.0542133 0.0132726 0.154398 -0.166956 -0.123182 -0.136723 -0.184744 -0.153738 -0.0247116 3.29036e-05 0.078577 0.174048 -0.0213378 0.190236 -0.0459977 -0.165269 0.0933948 0.04156
internal_count=361931 332372 262552 87555 70358 29559 174997 67823 17008 128800 94661 46197 41511 29391 12120 48081 69820 66760 45030 35338 12108 11648 3051 15447 24703 4688 22173 54652 3417 5040
shrinkage=0.00087056


Tree=1605
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 785 1442 734 816 21 810 1450 1455 1450 1463 1459 1450 1459 1466 1449 1460 1452 1452 277 678 1467 21 478 1453 898 1453 1218
split_gain=35.587 76.0861 51.4155 31.9378 29.1135 29.0369 29.0237 40.2546 34.5728 38.6173 33.6849 56.7584 37.5311 36.8086 91.8631 75.8352 39.8608 36.748 36.6354 33.3966 37.2311 32.9878 37.335 30.8169 31.2523 30.6417 30.1261 29.5081 30.1451 28.3811
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -0.86283290253235112 -1.2625182715263061 3.0820683777490774 0.98567350059335823 -0.70163543588998201 -0.65819684525605759 -0.49083279118224338 0.14145834482007744 -0.68961132794472235 1.8538152441063134 -0.088205869773288079 -0.35950514493807501 -0.069973186848726762 0.88160254281168682 0.17887655251925397 0.16687898428478024 1.6018939448921981 2.4171758643278944 0.18448107780116377 1.0000000180025095e-35 4.808695702623436 -1.0798509198017876 2.664053297859589 1.8161469081802322 0.76378236305033942 0.62153978536180354 2.1598224403851116
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -3 6 7 10 9 -8 12 19 -5 17 16 -16 -15 18 -13 -12 -21 22 -9 27 -25 -10 -18 -17 -29 -24
right_child=3 4 -4 5 -6 -7 8 21 25 -11 11 13 -14 14 15 23 26 -19 -20 20 -22 -23 29 24 -26 -27 -28 28 -30 -31
leaf_value=0.00057726420119670152 0.00056996392865791049 -0.00054602305117059009 -0.00075817455072031204 -0.00017754975564063079 9.2813025056216359e-05 0.0014052178227633354 -0.0011596979625647273 -0.00040085283866073178 0.00087935019815999242 0.00041525469351585671 -0.0014370071375242395 -0.0012197008813457115 0.0015640619210671751 0.0053539033686793728 0.0097839792888283379 -5.3571503031824541e-05 -0.003369178613645077 0.0017379794137451559 0.0017389109146662208 0.006796590380359839 -0.0023029985118867605 -0.0006308572764192696 6.8849459551709421e-05 0.0081085135445544063 -0.0058493240686889663 -0.0038119863685545045 0.010921087764343999 0.0010574490924941614 0.0057251594056425643 0.001587750082520099
leaf_count=4504 14912 18366 70184 29994 71052 1985 3492 41799 11485 5696 2748 3118 2111 1032 117 3802 156 1839 858 172 117 30273 38678 105 27 318 24 919 284 1764
internal_value=0 -0.0428674 -0.108581 0.00349143 -0.00195527 -0.00491422 -0.00810384 -0.0193799 0.0629854 -0.0296991 0.0376583 0.122006 -0.00739703 0.186346 0.294454 0.161789 0.789191 0.0511888 -0.0802366 -0.163842 0.529168 -0.0419639 -0.0200603 0.116949 0.998059 0.138238 -0.187557 0.0843322 0.389191 0.0247357
internal_count=361931 164106 74688 197825 89418 182913 180928 159937 20991 9188 47423 15318 32105 12281 6466 5254 1212 5815 3976 3037 289 112514 82241 5137 132 11803 180 5005 1203 40442
shrinkage=0.00577499


Tree=1606
num_leaves=31
num_cat=0
split_feature=181 49 1450 815 1361 705 1458 21 1455 1470 1464 1458 1452 1454 1465 21 1466 537 21 18 182 77 829 1367 1466 1466 978 630 704 21
split_gain=35.0348 31.7134 30.1579 32.589 65.1706 33.8016 32.2254 46.8648 47.7795 42.1059 36.5477 35.1604 37.8414 37.0104 30.748 29.4723 45.6646 35.5814 28.6684 28.7944 28.0743 34.1603 28.5828 27.721 27.4787 30.7654 27.8206 30.421 28.1927 27.7046
threshold=1.0000000180025095e-35 1.1349154245379338 0.88343564287383192 1.0000000180025095e-35 1.0000000180025095e-35 0.86010604286694103 -0.269398266067507 1.0000000180025095e-35 1.2270625707982405 -0.061543115254064751 1.4925201905101055 1.4886121372971279 -0.50237269228684578 0.67485211051868899 5.0903406167395211 1.7567652095367545 1.5748972947834672 0.44238072866629086 -0.70163543588998201 -0.73341146033961657 1.0000000180025095e-35 0.1693814277543281 1.9513112817942757 2.5331827323310612 2.8104277349532114 2.8496231131892427 -0.82756947762216748 -1.8303774159019441 3.5898303377266632 0.2439032738895319
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 18 7 10 15 -8 -4 12 13 -11 20 17 -17 -9 19 -5 21 -6 -23 -19 26 -26 27 -20 -28 -27
right_child=-2 -3 6 5 14 -7 9 8 -10 11 -12 -13 -14 -15 -16 16 -18 23 24 -21 -22 22 -24 -25 25 29 28 -29 -30 -31
leaf_value=-0.00063535628322883959 -0.00035842672847773263 -0.00039592672442668168 0.00017217688417880134 0.0011759832448383092 -0.00070123096584182314 0.00046011677851151968 0.00040511701998972155 -0.0027226732725716511 0.0025578861816004861 0.0040559564242777365 0.0029337896861274058 -0.004972516767976466 0.00080528170333361707 -0.0016176122037170598 0.0062237813937213535 0.0023447447420907185 -0.0066434074412181502 0.00011218947330226826 0.0076438706221026703 0.00012395805594413655 0.00028926553516525296 0.00034995835767875243 -0.0030205625018295576 -0.0095688428587492498 0.0080214805302333218 0.0028169460496828649 -5.1103468417078456e-05 -0.00081737948986635714 -0.0039559765920629056 -0.00090951029883788118
leaf_count=47381 75166 36398 6606 5019 14051 25910 17406 2533 397 1288 737 106 1650 210 97 444 93 1196 58 16942 29674 10156 468 44 80 530 55277 11282 242 490
internal_value=0 -0.00460899 0.00382232 -0.00606289 -0.0386011 0.0171932 0.0647762 -0.0274281 -0.191527 0.114817 0.0888051 0.337143 0.376918 0.611923 0.00925501 -0.263421 0.171704 -0.337235 -0.0032915 0.0671002 0.00674293 -0.0496 0.0412777 -0.0413318 -0.0245632 0.292598 -0.0304559 -0.13758 -0.0124643 0.193063
internal_count=361931 286765 250367 217657 101827 115830 32710 12050 4707 20660 7343 3254 3148 1498 54446 4310 537 3773 89920 21961 54349 24675 10624 1240 67959 1100 66859 11340 55519 1020
shrinkage=0.00555074


Tree=1607
num_leaves=31
num_cat=0
split_feature=785 728 728 1376 516 1116 791 760 927 845 578 930 828 520 915 980 566 471 21 562 1124 990 1154 416 513 758 1464 1022 526 1322
split_gain=91.5977 63.265 49.3232 45.4218 42.2839 46.1255 39.8687 37.072 36.2299 35.8003 35.1901 34.5385 33.2673 33.5151 32.5511 32.5118 31.9937 31.9767 37.155 36.1199 34.552 34.088 30.4939 30.3029 30.5329 34.7539 32.5588 29.9914 29.5285 29.357
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.18805867694879752 1.0000000180025095e-35 -0.98151139863280401 1.0000000180025095e-35 0.0340675632089932 1.0483613175537825 0.28484765473989343 -0.87905496296652397 1.0000000180025095e-35 -1.0536780337889886 1.5103007336851382 -0.11372201006058917 1.4201849982139072 1.9189241638422623 1.0000000180025095e-35 -0.89074317784588486 3.0537978468623685 -0.76993298829673895 1.0000000180025095e-35 1.0000000180025095e-35 -1.2868079512877451 1.0454229551509682 0.9327048103557759 -0.13737360038314356 1.0000000180025095e-35 1.0000000180025095e-35 1.0852794626332913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 7 -6 8 9 15 11 -4 -2 -12 22 -5 16 29 18 19 20 -3 -19 27 -8 26 -26 -25 -14 -20 -7
right_child=1 17 10 14 5 6 23 -9 -10 -11 12 -13 13 -15 -16 -17 -18 21 28 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00014970505192740081 -6.1062923587751301e-05 0.00017242061184497102 0.00025849838897079662 -3.2491516066829323e-05 -0.0001164393293955224 4.050501816830345e-05 -0.00017245853890494655 -0.00011146028695966585 -0.0001067927432089691 -9.7553097448006837e-05 -0.000176187704381998 7.1695277302481498e-05 -6.236898218395706e-05 -0.0001237949098828624 -0.00011672933350000449 -0.00011610239191473136 0.00021234778993431438 -0.00011971702887307551 -0.00011851587331545419 0.00091097814475341423 -8.8992338775709082e-05 1.0062937873927115e-05 0.00018103362354962731 -2.1470932173215888e-06 0.00028166423087683793 -6.2701805680291073e-05 0.0001519756521177679 0.00013022902595731498 -0.00025934398108345708 -8.4357346254645431e-05
leaf_count=3396 10757 2865 3407 45676 8704 38876 1574 22066 7461 12830 1657 16391 4664 2193 31211 4715 2589 13917 40489 176 10721 21012 8924 9976 4090 1058 7337 5318 10755 7126
internal_value=0 -0.0473531 0.0765185 -0.02899 -0.00934113 0.0178485 0.0317056 -0.0555039 0.00335678 -0.0172964 0.105804 0.0257768 0.0765173 0.098932 -0.0779604 0.0231303 0.0396549 -0.101974 -0.137399 -0.0145608 -0.0312044 -0.0450959 0.127241 0.103895 0.12169 0.255017 0.0776078 0.0476999 -0.168329 0.0261058
internal_count=361931 332372 29559 232437 155550 93506 84802 62044 60767 39978 26163 27148 22756 21099 76887 53306 48591 99935 65006 13762 13586 34929 18906 24035 22461 5148 17313 9982 51244 46002
shrinkage=0.000836755


Tree=1608
num_leaves=31
num_cat=0
split_feature=915 785 1237 470 942 727 723 930 803 791 1022 809 666 609 896 773 660 513 891 486 928 1465 207 552 690 500 1366 626 1165 1324
split_gain=35.0471 35.5249 34.3486 36.3085 33.9919 33.3743 33.3079 70.1356 52.1072 57.086 56.3969 57.7558 45.1762 56.2924 42.1835 38.3979 46.9465 34.3487 33.2303 34.7379 32.6259 31.9956 31.1843 30.5956 34.0068 30.4232 30.3702 30.0953 29.7967 31.3057
threshold=0.35539985303639915 -0.86283290253235112 1.0010593767449445 0.66595742291584703 3.1241105236897999 1.0000000180025095e-35 -1.0570063487222232 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 0.67527595557081987 1.0000000180025095e-35 0.45873907618427312 1.6285028476148826 0.13351389361957308 -1.2508132511595818 -0.72421686037558375 1.0454229551509682 0.82020235957464538 1.4946717929335269 -0.52992354128753727 -0.041608313787303196 -0.056979058706651924 3.3057299501607855 -2.505024617274985 0.96450650628855816 0.90180248132876506 -0.44341209176455237 1.0000000180025095e-35 0.99211257276485509
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 25 6 -1 7 18 9 14 11 15 21 -14 20 -11 -17 23 19 -3 -8 -10 -16 24 -9 -2 28 -12 -13 -30
right_child=2 4 -4 -5 -6 -7 8 17 12 10 27 26 13 -15 22 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-8.0330605554380143e-05 -0.00026686103653395253 0.00092155389655600238 -0.0010726641378452967 0.0003182134712782351 0.0010931590526204221 0.00077565826386627023 0.00017309007413783369 -0.0022616197198066148 0.00069000474044971904 -0.0020923721121870399 6.0643088615054566e-05 0.00067744334610965375 0.0020750970507516075 -0.0034467029210343597 -0.00086921204208106732 0.00062713821410191758 -0.0007788907315515733 -0.0012623727027023337 3.2887232073499644e-05 0.0029919982212449326 -0.00033423862955422537 -0.0010046172742261966 -0.00029200040871128514 0.0045403025040636038 4.8976203457053132e-05 -0.0011798098040914427 -0.00062034429441117805 0.001268961380645842 8.5278740042731684e-06 -0.0027487395819478714
leaf_count=10055 43186 10208 10998 12486 2969 14068 28554 1096 4057 4155 4470 17263 3154 242 30155 5337 16500 3136 6315 1068 54537 2332 26869 184 21790 9030 4634 6955 5393 735
internal_value=0 -0.00375162 -0.061949 -0.0425419 -0.0119478 0.07446 -0.0150729 0.0402846 -0.0272408 -0.0357487 0.0215379 -0.0139231 0.12384 0.31462 -0.0617147 -0.108976 -0.0734159 -0.0326576 0.148193 0.213295 -0.0288194 0.0142698 -0.110275 -0.000981073 -0.00878448 -0.0743641 0.0503881 0.154408 0.0827247 -0.0599461
internal_count=361931 286231 75700 64702 262108 24123 259139 43797 215342 205557 65442 54017 9785 3396 140115 25992 21837 26206 17591 11276 83091 6389 57024 23070 22886 52216 28025 11425 23391 6128
shrinkage=0.0053352


Tree=1609
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 727 126 588 728 382 395 507 566 648 706 689 430 726 921 667 1237 144 21 858 1458 819 470 649 834
split_gain=81.2954 61.8362 70.3207 76.8013 70.1037 93.7818 64.2056 48.1082 47.7134 44.6652 43.8118 43.0801 41.686 41.4393 40.1386 36.694 34.7539 35.5361 35.4139 34.6124 34.2916 34.1014 33.4364 32.5623 32.1164 32.0137 32.2861 31.4156 30.7935 30.4264
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.65809631222906606 2.1710320005650359 1.8166789435549495 0.85558832110916161 1.1511195098725142 -1.2369097968503453 -2.5456679507321813 1.0000000180025095e-35 1.0000000180025095e-35 1.4298092310842805 1.2876145863397357 -1.0798509198017876 1.0825608069246189 1.795029572017613 1.0000000180025095e-35 0.66595742291584703 1.0000000180025095e-35 -0.55738587327289035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 12 4 7 -6 15 11 10 -1 19 25 -2 20 29 -3 17 -14 -19 -8 22 23 -5 -11 -7 26 -4 -9 -17 -13
right_child=1 6 3 13 5 24 8 27 -10 21 -12 14 16 -15 -16 28 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014444879257039637 -1.3819207425091117e-05 -0.00014492675173671804 -0.00014123133472326087 -7.1499552392180243e-05 -1.0949521963362479e-05 0.00030993865500799424 8.2110325098054771e-05 -3.9792940378278178e-05 0.00033197274734693031 -0.00018874642557992032 -4.9416749945855453e-05 1.2559453313952312e-05 -0.00018260739669828205 0.00010307973894712579 0.00014060171413984754 -0.00011057454784274541 -0.00015013310240992971 -0.00057719044576984117 0.00020329863581485761 0.00037551498021931199 -0.00017789999277123043 -0.00014759281427110355 -0.0002468708601421166 0.00011465298231753236 -0.00013352734820292226 0.00012589526706374972 -0.00036339078929030846 6.1541948888402476e-05 0.00023841648462515601 -9.9897107149762556e-05
leaf_count=3396 48652 6191 28312 41940 18652 4493 3420 51052 2580 1200 4399 11500 1020 2811 3091 1462 1511 186 7814 1672 35388 1877 5125 23086 566 1442 4382 11032 1794 31885
internal_value=0 -0.0460922 -0.055363 -0.0732475 -0.0464896 0.0626736 0.0598371 -0.066489 0.153359 0.0708232 0.0879644 -0.10565 0.0125466 -0.135875 -0.064307 -0.0756455 0.131389 0.178538 0.222032 0.214076 -0.147535 0.0987578 -0.107395 0.119794 0.311648 -0.177263 -0.195606 -0.0212222 0.106115 -0.0830342
internal_count=361931 332372 310854 251671 166407 23711 21518 142696 12071 29559 9491 80612 59183 85264 46476 9447 10531 9020 8000 5092 82453 26163 47065 24286 5059 34136 32694 62084 3256 43385
shrinkage=0.000836755


Tree=1610
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 712 726 747 746 578 520 647 590 570 1046 566 715 419 1421 282 1002 990 1396 766 1394 520 272 284 834
split_gain=75.4298 68.3637 49.9779 49.3374 49.7355 49.2354 41.3416 37.855 33.8816 33.2703 33.2224 32.3109 31.1626 82.3277 33.8846 31.0218 30.6403 30.6998 30.2089 29.552 29.2522 28.2749 28.2567 28.1653 27.9298 27.6035 27.9668 30.8657 27.2746 26.7885
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.63779424894106762 1.0000000180025095e-35 6.1031850957970919 1.0000000180025095e-35 -0.87905496296652397 1.5103007336851382 -0.87782724458594241 0.58895901036483078 -0.48460852809644533 -1.4186728844878853 2.2401583428922476 1.0000000180025095e-35 -0.83202065260420666 1.0107116206971127 -0.94278280720258245 0.69854289147193727 1.0000000180025095e-35 -0.22066983381662078 -1.8402647513514425 -0.87085998388827057 1.5103007336851382 1.6568181847307961 -1.4950250354433621 1.3963992400794327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 8 28 -1 -7 9 20 -8 -11 13 -3 19 -12 18 -18 -5 29 -2 -9 -16 -22 -24 -17 27 -27 -4 -14
right_child=1 12 5 16 -6 7 10 21 -10 11 15 -13 14 -15 22 25 17 -19 -20 -21 23 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00016049161016531082 -0.00040105492429321816 -0.00010169893628892022 -0.00028503000169843976 -9.9986475895507153e-05 -3.8692151910085268e-05 -0.00012218776477580543 0.0002620518366393874 0.00028404315765467961 0.00061897728869334879 -9.4109343420599781e-05 -0.00028600195763572232 0.00026269066640241642 -9.1622265690966001e-06 0.00043401985251757672 -0.00020006026272510147 -9.6495082485034824e-05 -0.00011283082888745957 0.00017623092269742163 -6.7562072738511548e-06 -0.0002753951176943612 -7.2755176753045242e-05 -6.5074900580033962e-05 0.00072702830951813866 -0.00022916606756988482 -0.00010283158967793447 0.00014673611112967617 -0.00011695867460262737 -0.00016220592194559914 1.3010329989994139e-05 -0.00025923851965008724
leaf_count=3225 5009 4821 1572 17767 45923 1345 3439 5292 169 6267 935 1053 27682 1384 25787 3012 1817 5087 78330 3085 11935 958 142 16934 34431 15688 1974 1286 32979 2603
internal_value=0 -0.0467323 -0.0276227 -0.0436578 -0.0873314 0.0384889 0.0659689 0.188436 -0.159814 -0.166671 0.0918995 -0.0349263 -0.103506 0.0539561 -0.115978 0.0634971 -0.0138836 0.117504 -0.0242203 -0.0530158 -0.210117 0.254622 -0.152579 -0.181356 -0.108088 0.0792887 0.109161 0.136558 0.00280861 -0.0312381
internal_count=361931 332372 232437 190291 87290 42146 29559 7595 41367 41198 26334 7320 99935 6205 93730 22895 103001 6904 96097 33370 33878 6250 60360 28869 34573 21960 18948 16974 34551 30285
shrinkage=0.000905731


Tree=1611
num_leaves=31
num_cat=0
split_feature=253 1442 559 1461 1354 503 1465 1465 1452 1465 955 1465 1452 1452 1452 1465 1450 1463 1463 21 1456 1458 1458 1467 1469 1454 1459 1459 1457 1455
split_gain=34.8379 33.7275 29.2957 28.0535 27.3878 26.8833 26.3637 55.7877 37.0375 67.9544 44.7054 50.5795 46.9866 63.7105 45.7851 43.3043 42.6069 55.8014 58.7416 40.2426 39.9384 40.9761 49.7728 40.4202 39.9215 38.5515 47.4686 77.9624 50.8147 48.2002
threshold=1.0000000180025095e-35 -1.2625182715263061 0.028062655773745337 2.5032120688259147 2.2838735449754539 1.3586305813758979 0.37973282798721492 0.42261052687510853 -0.63504016340352343 -0.58331477857565561 1.0000000180025095e-35 -0.41120921193798426 -0.37083480438412358 -0.36594460794295663 0.85148356494928035 -0.57462309435395464 0.12871766264471352 -0.02432504473031508 -0.11337658786490251 2.1349806934485605 1.6651900077780224 -0.49418544158058714 -0.31379689007984696 -0.37267698834688912 -1.1256941366283033 -0.84722408107669478 -0.16909159747159788 -0.05064362051825478 -0.41944592117090779 1.5087449546153218
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -4 8 -8 9 25 12 14 -10 -14 -12 19 20 18 -18 -11 21 -17 23 -23 -15 -1 28 -28 -27 -29
right_child=1 2 5 -5 -6 -7 7 -9 10 15 11 -13 13 24 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.00083229245425038795 -0.00081849334105163615 4.0826797421318483e-05 -0.00032402823694233302 0.0013610507391745856 -0.00085732059611485546 -0.0014852500899237312 0.0023586144934420426 0.00020022384131936668 -0.00048027906445670718 -0.0018826905282818705 -0.00073301733064446166 -6.7583023658032015e-05 0.0061817130236044085 0.00096697348065149851 -0.0024432141557183692 0.00094172716135999411 -0.00030609004562604512 -0.0024241404051417795 0.0083227140774331226 -0.011385130635087179 0.0030142332986517807 -0.0044730662753936197 0.00014391967439879351 -0.0009281667318890663 2.2189343082294786e-05 0.003325870811436045 -0.0027389555913349532 0.0012938985629404182 0.0011055736030016164 -0.0021298131632321252
leaf_count=2105 33164 54427 36070 1202 8198 5263 2013 46923 26385 255 16188 19241 272 7654 4056 6511 3973 2735 111 122 827 869 7819 2129 57788 2298 1264 5786 5532 751
internal_value=0 -0.0474778 -0.0269089 -0.12219 0.000911696 -0.0772136 0.00496019 0.0494779 -0.00821496 0.0479088 -0.0272418 -0.0942277 -0.00147659 0.0298968 -0.17917 -0.0278967 -0.016407 -0.164318 -0.00293601 -0.775812 0.0416334 0.0177972 -0.0672204 -0.323095 0.0252473 0.149992 0.18536 0.0656156 0.304157 0.154032
internal_count=361931 130126 95760 34366 231805 41333 223607 48936 174671 43087 131584 39485 92099 65714 20244 25351 24974 6819 4084 377 18155 17328 10817 2998 65442 17736 15631 7801 7830 6537
shrinkage=0.00589049


Tree=1612
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 923 519 727 784 576 909 647 590 570 694 2 1421 50 973 1452 278 971 1384 924 582 15 151 1325 490 582
split_gain=73.7987 69.1569 53.6718 42.4166 44.4346 52.8887 49.601 41.4849 39.253 33.8114 33.1499 33.0387 82.8579 33.7256 31.3193 30.7362 29.7314 29.0812 28.7003 28.2659 27.6226 27.5552 32.3657 27.3871 27.3286 27.0857 26.7399 26.5175 26.6352 27.1513
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 1.0000000180025095e-35 0.9594655836162902 1.1032265037225084 -0.67290761646258057 -0.87782724458594241 0.58895901036483078 -0.48460852809644533 1.2342127532274445 -0.98356635867290676 1.0107116206971127 0.55630078546380823 -0.089283776459394754 3.3900475580725948 -1.1833072469291228 -0.94977692966989535 0.054422267959887458 1.8999064755685127 2.1384355827858248 1.9016026118134437 1.3534080646825177 -0.68688066482863919 0.90768501821798986 -0.49654814501204031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 14 19 23 -1 20 -8 -9 12 -3 16 -2 -10 25 18 -15 -6 -5 22 -12 -7 -17 26 -13 -4 29 -29
right_child=1 11 27 8 5 6 9 10 15 -11 21 13 -14 17 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.1043958257347768e-05 9.8325592134743071e-05 -9.1064198159074999e-05 -0.0001829851134718982 -0.00011468635434536472 -0.00032442040990349712 -9.2126042405542543e-05 0.00018658108062336455 -7.331550456018645e-05 -0.00010932622430377113 -0.00035545077056559115 6.5119816986663676e-05 -2.1454908137203863e-05 0.00040523999766400257 -0.00010840630224550342 -3.9254440520061293e-05 0.00011388984805776439 -0.0002558145529619232 -5.3014671364100717e-05 -0.00021842204820513635 0.00076621799726161414 1.1058942584770941e-06 0.00016539253041038902 -0.00073571165812994215 7.3829427524214978e-05 -0.00017493712734917231 0.00025647222600980348 -0.00024747968337591905 -0.00014022907540861974 -0.00020655338120488423 1.8302233040030925e-05
leaf_count=12551 9356 4821 11894 9027 3650 45607 3098 2491 2728 368 499 26624 1384 24113 13873 18070 3085 13882 22365 68 86616 13779 239 3804 1022 1161 2500 6457 4638 12161
internal_value=0 -0.047028 -0.0278193 -0.0149128 -0.0559854 -0.091026 -0.0727338 0.0643378 0.0101713 0.155908 0.134898 -0.104094 0.0580188 -0.116921 0.0252488 0.0894739 -0.0541532 -0.153415 -0.188099 -0.35614 -0.00919392 0.175452 -0.223887 -0.0939979 0.117307 -0.0323199 -0.0483696 -0.11592 -0.0731364 -0.0371309
internal_count=361931 332372 232437 197287 79824 56595 52877 29559 117463 3466 17008 99935 6205 93730 23229 21820 33370 60360 46478 3718 95643 14517 738 49411 19092 30285 29124 35150 23256 18618
shrinkage=0.000836755


Tree=1613
num_leaves=31
num_cat=0
split_feature=545 785 497 1442 664 1049 705 1097 728 681 921 783 710 694 747 332 326 712 391 879 1470 723 1323 506 1008 1186 1361 1308 1452 1447
split_gain=80.9553 71.121 53.2504 49.3529 43.1139 42.1867 42.9644 41.999 45.4475 41.3782 40.2205 69.8135 66.4509 57.5578 48.4965 54.0993 47.8772 42.3392 42.1584 42.1116 39.2392 38.1191 35.5126 35.4199 34.9347 33.7027 33.2428 33.1261 32.5581 31.0049
threshold=-1.0372938969678034 -0.86283290253235112 2.0895063784560848 -1.2625182715263061 2.3848607387285203 1.4069177371033732 0.70592243731563598 -1.2571877020351898 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.4588992811557273 2.1748273896674011 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.475049428936581 1.0000000180025095e-35 -0.31778773543280553 1.0000000180025095e-35 2.7132217573315578 -0.86624783496930458 0.49770748366498269 -0.65643826972653796 1.0000000180025095e-35 0.96721699165429253 0.075388382208316021 1.2420411362750934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 7 3 26 10 6 -4 -2 -9 24 12 21 14 18 -5 16 20 -13 19 22 28 -12 23 -14 29 -24 -3 -27 -16 -1
right_child=1 2 5 4 -6 -7 -8 8 -10 -11 11 17 13 -15 15 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00012136827935619807 -0.0001608311759829525 -0.00020390248847011868 3.897368540062522e-05 -0.00010160344781906414 -0.00020408184274606174 -0.00015471483801731575 0.00029204419318882858 -0.00016096958630890159 0.0001283091560055431 -0.00022168147298159456 -0.00011205506691958786 -0.00024137148312170246 0.00059262308047623247 -0.00013336749378105791 4.8710447567133616e-05 1.8853037876120843e-05 -1.6274304981354841e-05 0.00029469225619159343 -0.0002697717619115642 -2.8039518903123646e-05 -0.00022976295076597051 6.4879638542676701e-05 -0.0005912625224869767 0.00017190515444213375 2.8741430029756177e-06 0.0012776273472317773 -6.4038532121534904e-05 -0.0007406424039890923 -0.00020723577779449841 4.257491816286158e-05
leaf_count=52855 2486 15451 5416 46802 7389 1829 3879 2270 21579 14737 8061 565 682 3719 6702 48457 22720 4841 972 3058 15390 11052 57 7765 21295 224 22391 31 4084 5172
internal_value=0 -0.0188061 -0.0312794 -0.0392655 -0.0262725 0.104801 0.161152 0.0850861 0.112267 -0.102098 -0.0208518 0.0584141 -0.0338965 0.0919272 -0.049708 -0.0235454 -0.0818578 0.262909 0.156466 0.188067 -0.16479 -0.00369373 0.258099 0.23173 -0.0825265 0.905497 -0.121334 1.17115 -0.0525186 -0.113806
internal_count=361931 267872 241537 230413 192571 11124 9295 26335 23849 94059 185182 24519 160663 16508 144155 97353 48896 5406 12789 11817 26176 19113 8759 8447 79322 312 37842 255 10786 58027
shrinkage=0.000905731


Tree=1614
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 539 923 727 278 346 784 971 647 590 846 1051 694 146 138 1175 61 927 1465 1384 1325 497 595 490 353 902
split_gain=83.7299 60.7039 51.0497 46.7521 43.6047 53.0628 47.1241 43.3361 38.7136 37.7271 36.2128 35.6859 31.9448 79.9069 31.2981 30.9899 30.7248 30.7128 39.0406 29.4398 28.7023 27.8169 27.7987 27.2825 27.017 26.9751 26.8817 27.2387 26.5973 39.5672
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 1.0000000180025095e-35 -1.1833072469291228 2.4847975134223916 0.9594655836162902 -0.8891902375834092 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 3.5926503781727646 1.2342127532274445 2.2368666814773395 -1.0321883268519072 -0.31923240808069592 1.0000000180025095e-35 1.0483613175537825 -0.51923091368911811 -0.59449999692908395 -0.68688066482863919 1.461728259125324 2.3732793974093203 0.90768501821798986 0.63280207191488913 2.0947916829856985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 16 6 -6 21 20 10 -10 -9 13 -3 -14 28 -2 -16 -19 -12 -5 -1 -13 -17 -4 -7 27 -26 29 -8
right_child=1 12 24 8 5 25 15 11 9 -11 19 22 14 -15 17 23 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-4.5759588079994613e-05 9.1565727779055372e-05 -8.6805132015913046e-05 -0.00017993567847245841 -2.7187738643015712e-05 -0.00035149673654517541 -2.641193052620637e-05 -0.00014658118562373815 -0.00012856677873316111 4.9600230794586602e-06 -0.00022710612262297685 -5.3154171275555138e-06 3.6426301214034319e-05 -3.9947481527948797e-05 0.00039098655420550567 -0.00012883364448339812 0.0012730884623660306 -4.1968441758877846e-05 0.00075033540196823483 -1.3613473040436839e-06 0.00013325828378119454 -0.00023615978284149833 0.00020646130419469926 0.00019627675887866813 -0.00035864643090331564 -1.9550847996413148e-05 0.00016184148797489663 -0.00050440372611582323 -0.00019517394947482166 -1.1246670397981717e-05 0.00013423375761937879
leaf_count=11206 9356 4821 11894 6473 2982 10685 29778 1561 84756 2290 7001 5040 29774 1384 62243 87 13873 277 1436 12704 4239 1345 10407 55 18019 2549 730 4507 8479 1980
internal_value=0 -0.0476262 -0.0296401 -0.017056 -0.0601521 -0.0948583 -0.139047 0.0709342 0.00929557 0.0202947 0.0256616 0.142969 -0.101153 0.0583237 -0.113785 -0.118135 0.020278 -0.146508 0.151514 0.105106 -0.128479 -0.0205211 0.175329 0.881729 -0.115597 0.0151861 -0.0723875 -0.0607411 -0.122403 -0.156247
internal_count=361931 332372 232437 197287 79824 56595 43361 29559 117463 106751 104461 17008 99935 6205 93730 40379 23229 63956 1713 19705 10712 12551 15447 142 35150 13234 23256 22526 40237 31758
shrinkage=0.000820348


Tree=1615
num_leaves=31
num_cat=0
split_feature=545 785 1442 705 497 1097 713 859 921 543 1049 1008 958 391 1458 1465 885 1452 1457 1323 1463 1455 954 1463 1465 1463 1458 1445 1259 553
split_gain=73.7346 70.0915 51.8122 47.1953 46.5101 42.1583 46.2587 41.2369 43.3384 39.1094 37.2584 36.9076 36.4897 56.1602 39.5282 48.2115 53.1485 44.4219 34.9646 32.7227 32.6369 36.2015 40.201 35.0136 57.1919 45.5165 33.1511 32.4994 32.1543 31.9532
threshold=-1.0372938969678034 -0.86283290253235112 -1.2625182715263061 0.86867179873090239 2.2206245932530155 -1.2571877020351898 1.0000000180025095e-35 -0.54135187694831066 0.62154522891879982 1.0000000180025095e-35 1.4391907879700609 0.49770748366498269 1.313041538630376 1.475049428936581 0.084403803362298288 -0.41120921193798426 5.4658443334279108 -0.63504016340352343 1.5723103033889971 2.5971848210182178 -0.043407658172389896 2.3471481811667676 2.9053803668447165 -0.23884079478003004 -0.39749697962010117 -0.25589234859845938 0.044286003631707406 1.6380901172106308 0.22779783767111714 -0.094457554860397655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 5 27 12 7 -2 -7 8 -5 11 -6 -1 14 19 15 16 17 18 -4 -14 23 26 -23 25 -25 -17 -22 28 -3 -16
right_child=1 2 3 4 10 6 -8 -9 -10 -11 -12 -13 13 -15 29 20 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-9.3271295745653575e-05 -0.00014851646057626418 1.8847796209971819e-06 -2.3034043594358439e-05 3.9122519317096246e-05 0.00030497447006344445 -0.00016598293542122088 0.00011249357716814846 -2.4214520707312787e-05 0.00026221171318788455 -0.00019562037335639935 -0.00016108976399650384 5.5926293676256905e-06 6.003298804159568e-05 -0.0003671063212849069 4.1384384924223249e-05 -4.9730536889417276e-05 0.00083809153300190434 -0.00015183887440767886 0.00059693931719275199 0.00048886627110630875 1.678757986027825e-05 0.00043889031463415369 -0.00094925413866714056 0.00086789264367662805 -0.0002259578286586337 0.00055932010773965669 -0.00035992810000523876 -0.00018400940688020006 -0.00013553391543168374 -6.0203431925987523e-05
leaf_count=58044 2486 13750 7576 12208 2654 2059 21790 29546 3095 14850 563 21165 13867 1168 24826 27441 143 31750 253 530 22343 839 60 133 6122 388 798 13671 11761 16052
internal_value=0 -0.0212038 -0.0335834 -0.0207377 0.0364458 0.0819826 0.109252 0.0179815 0.104982 -0.100735 0.270407 -0.0815505 -0.0402122 0.0605266 -0.0516699 -0.0768215 -0.13903 -0.145052 0.00160291 0.0947677 -0.0371157 0.0230609 0.419392 -0.0826375 -0.238376 -0.0494924 0.00525941 -0.115911 -0.0705699 0.00369694
internal_count=361931 267872 241537 202355 48066 26335 23849 44849 15303 94059 3217 79209 154289 15565 138724 97846 39722 39579 7829 14397 58124 24040 899 34084 6255 27829 23141 39182 25511 40878
shrinkage=0.000820348


Tree=1616
num_leaves=31
num_cat=0
split_feature=470 395 56 1436 416 1392 1043 705 566 1387 617 1246 158 590 12 970 830 972 941 924 1430 789 823 84 1262 945 5 348 1292 626
split_gain=36.2241 56.7249 37.1077 32.541 31.5996 29.8884 31.0961 30.4316 32.0993 28.7115 28.1811 27.361 29.1448 27.3085 29.5707 27.2013 26.4258 26.6172 26.2539 26.1999 26.1814 26.1193 26.1147 26.362 25.9021 25.614 24.9576 25.3676 24.8909 24.528
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.60428344764309971 -0.97083744488730972 -0.31509801393811826 -1.4176934986619927 0.9500464794385356 2.549193755649195 0.29635552827357636 1.6614250791469047 1.5681913042637934 -0.63635442930805264 1.0000000180025095e-35 0.080301007094340307 -0.33482593523350052 1.9329096456298644 -0.99181322380558912 3.0707296396180284 1.0000000180025095e-35 4.2254883379486126 0.58985743818788539 0.58908699314668656 -0.4477549516365032 -0.70004682407826591 1.9181452473571214 -1.3560036230481451 -0.31915912480308434 1.0000000180025095e-35 1.4669762110987208
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -4 11 9 24 19 -7 20 13 -13 18 -15 -6 25 -18 29 -9 21 -1 23 -17 26 -3 27 -8 -16 -2
right_child=5 16 4 -5 15 6 7 8 -10 -11 -12 12 -14 14 28 22 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011223185852454773 -0.0003811720478705067 -5.2751622582895994e-05 -0.0017769879537683328 -2.1293100608109294e-05 0.00080437210448190731 -0.00043674435136592098 -4.8043611022546559e-05 0.00016551441813255908 0.0028042658992882188 -0.0035987350395787748 -0.0024291423805950763 0.0004035278128830368 -0.0015621637148685314 -5.5544174621063522e-05 0.00010767946578159062 -0.0017746426303192806 -0.0018619327241585746 0.0013583627704046688 0.0024354644063074122 0.0012196668405799118 0.005013158640268512 9.5614208449815836e-05 -0.0028780695628666361 0.00036564083245612587 -2.1281024134317644e-05 -0.00126848807696699 0.00047900492981621322 0.0054189576511137084 0.0016010936158495919 0.00065107994778815161
leaf_count=38458 53916 80789 3310 9420 7325 2655 280 10930 1104 1015 8198 2334 5863 16939 3809 2083 633 3887 570 6033 120 5463 1360 5299 62007 4234 14550 369 4328 4650
internal_value=0 -0.0428795 -0.0993738 -0.136432 -0.00771302 0.00388025 0.0289628 0.0353684 0.111313 -0.195004 -0.167877 -0.0260129 -0.158714 -0.0146759 0.045941 0.0286162 -0.00746242 0.155141 -0.0415632 0.08876 -0.147585 -0.15237 -0.0691713 -0.0216961 0.0163525 -0.0167887 0.0941472 0.511535 0.150701 -0.0468091
internal_count=361931 170579 81036 61659 19377 191352 98943 95273 18067 3670 52239 92409 8197 84212 25076 16067 89543 4520 59136 16963 44041 43921 8742 7382 77206 85023 15199 649 8137 58566
shrinkage=0.00625104


Tree=1617
num_leaves=31
num_cat=0
split_feature=51 545 1008 795 890 705 566 340 671 83 735 757 467 646 665 1441 414 710 660 622 843 771 902 550 136 1392 954 1183 1326 912
split_gain=35.4302 32.2287 35.7608 32.3044 47.4915 44.5135 38.7301 37.397 33.8191 31.9511 30.3326 28.9162 29.5198 28.4979 28.4214 28.2628 28.6 27.6017 40.7657 34.4451 31.6245 27.6111 27.4826 27.4479 27.3218 28.2394 27.123 29.2592 30.2851 26.6713
threshold=1.0111847875080273 -1.0372938969678034 0.49770748366498269 -0.29258408639884992 -1.0182342416987082 0.28191752204954684 1.7603402020327763 1.8162821653890682 2.6425086185778714 0.11941468766767303 2.2560756724538602 1.0000000180025095e-35 1.0000000180025095e-35 0.52332193018248507 1.0000000180025095e-35 1.0000000180025095e-35 -0.20060593504936666 1.3010549237422695 0.26872683687560334 -0.48010179208093867 2.0054490827892364 0.78989268862989193 0.74593802387706309 0.82007178199848485 1.0000000180025095e-35 -0.92257133103391709 -0.92790754870331005 0.31199978037999082 2.0188781329837453 -2.2204625114977006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 11 -6 7 9 10 -7 17 26 -13 -10 -12 16 -1 19 -19 20 -5 29 -4 -17 -2 -26 -3 28 -28 -21
right_child=24 3 22 8 5 6 -8 -9 13 -11 14 12 -14 -15 -16 23 -18 18 -20 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00061213374922569684 -0.00053946527400397363 0.00030826961582007621 0.00041427314901332311 1.7610021576252902e-05 6.7067709586608329e-06 0.0002300843086160158 0.0017021422270087321 -0.0012362623767047031 -0.00034156403963671745 0.00086009018383809198 -0.00020415081933880736 -0.00018494564972211275 0.0029676722826930159 -0.0024252628782698666 0.0014291091829649561 -0.00099347442689752237 0.000146387591757957 -4.2717850557602754e-05 0.0013222310142535854 -0.0041119906719861111 0.0015056244617401749 -0.00084335138923739925 -0.0010352936646279892 0.0012870140260707581 -0.0013135294091032382 0.00042909450059666604 -0.00053629667002509532 -0.0016077348284230495 0.0033649442493749781 -0.00020661427828878935
leaf_count=17048 44869 4787 15733 35916 43456 25197 3016 2047 1825 16818 2159 1058 684 1437 2856 18947 16332 9009 3942 339 1697 12698 2908 736 1803 8312 9212 5382 288 51420
internal_value=0 -0.00596651 -0.0539746 0.00535792 0.032712 0.0522801 0.0977321 0.08098 -0.0192631 0.09344 -0.0128989 -0.0741008 0.203164 -0.229768 0.142332 -0.0874915 -0.0449532 -0.0208735 0.0720282 -0.0336215 0.0182557 -0.0660201 0.0403243 -0.167085 -0.0736883 0.0307576 -0.103745 -0.156202 -0.0756675 -0.0430331
internal_count=361931 306947 71704 235243 111945 90534 47078 44062 123298 42015 120036 21411 1742 3262 5015 53063 33380 115021 12951 102070 37613 64457 18641 19683 54984 10115 19669 14882 9500 51759
shrinkage=0.00523059


Tree=1618
num_leaves=31
num_cat=0
split_feature=785 728 1100 859 784 727 795 843 923 714 588 689 566 513 567 1356 514 974 381 540 595 537 1189 971 422 882 155 2 1463 170
split_gain=79.1114 66.4879 45.9707 47.6754 46.3309 42.3495 39.8861 38.8095 60.3265 45.6508 55.6536 43.1579 39.8271 37.1657 35.5411 33.4538 33.3342 33.7385 32.469 31.9647 36.0744 35.3393 33.6372 31.8791 30.9337 30.6406 30.1436 29.8647 29.5379 29.518
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6293515030253838 -0.54135187694831066 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.4283687790122588 -0.86449023226567734 1.0000000180025095e-35 2.250834115212506 -1.1110989058077336 0.75597511057269628 1.0454229551509682 2.5094887342694556 1.1703909184639636 -0.54536942215353645 -0.079083799400265081 0.68415532788952937 0.35001124564692748 1.0000000180025095e-35 2.1533051290640106 -1.0096337021262032 -0.8891902375834092 1.7356518203801776 0.44470034393954044 0.85791629766231614 -1.0294618386339283 0.093599294775546141 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 15 9 -9 12 11 -11 16 -12 -13 -2 17 -5 24 20 22 -21 26 -7 29 -14 -3 -6 -24 -19
right_child=1 19 -4 7 27 23 -8 8 -10 10 13 14 25 -15 -16 -17 -18 18 -20 21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.6236510133690683e-05 6.1200739910347718e-06 9.1258490817047066e-05 -0.00010608949136184755 2.2928411227147808e-05 -0.00013413947107824756 -0.00012411537607455339 -9.5517799030009123e-05 0.00036151746837825963 8.8371773970544269e-06 2.4640113296351255e-05 2.7749372789957535e-05 -0.00010987711861343894 -0.00016286013964630444 0.0004001823962931802 0.00035689149953335849 0.00015261248174266049 7.844959945917217e-07 0.00049068062384295934 -0.00012135871554431661 -2.0855351907806863e-05 -0.00021282064310143187 0.0005214249077185294 -0.00014242010398482797 0.00015473143553534777 -0.00048214788003791086 0.00018659326240923061 -0.00022783864252415149 0.0001520653130540549 -3.7461618917272541e-05 9.0887796768595138e-05
leaf_count=12551 35021 8010 31093 3877 1560 1561 11821 1721 16805 11393 3983 67891 6197 1049 572 6244 16101 2215 609 14500 18186 446 38311 15447 153 976 1990 12232 18492 924
internal_value=0 -0.0431309 -0.0242798 -0.0140244 0.0320747 0.0722871 0.00253305 -0.0383531 0.0500038 -0.0541388 -0.0811627 -0.0969542 0.0174189 0.124504 -0.118702 0.034027 0.0611081 0.173165 0.305777 -0.0991811 -0.119942 -0.00196431 -0.0968543 0.14359 0.386529 -0.123448 0.0380606 0.138876 -0.119643 0.429834
internal_count=361931 332372 232437 201344 66878 29559 53086 134466 18526 115940 84888 79856 31052 5032 68463 41265 23879 7778 3901 99935 84989 14946 66803 17008 3292 7173 10000 13792 56803 3139
shrinkage=0.000887971


Tree=1619
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 727 588 126 382 395 566 507 727 648 706 921 689 430 726 67 924 1458 819 858 971 649 470 620 834
split_gain=92.9486 69.2686 73.1381 78.0259 72.0295 97.2138 66.8661 50.4746 47.8525 44.0114 42.8411 41.9774 41.9352 41.1537 40.5241 37.459 34.2893 33.8765 34.7269 34.6514 33.5355 34.2398 32.7156 33.9499 32.1964 32.0807 31.2038 30.7702 30.5396 30.2319
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1710320005650359 0.65809631222906606 1.0000000180025095e-35 1.8166789435549495 0.85558832110916161 1.0000000180025095e-35 1.1511195098725142 -1.2369097968503453 -2.5456679507321813 1.0000000180025095e-35 1.8999064755685127 1.795029572017613 1.0000000180025095e-35 1.0825608069246189 -0.8891902375834092 1.0000000180025095e-35 0.66595742291584703 1.1734518836084071 -0.55738587327289035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 12 4 8 -6 15 9 10 16 22 20 28 -1 29 -3 -8 18 -14 -20 21 -5 23 -4 -7 -15 -17 -10 -2 -12
right_child=1 6 3 11 5 24 7 -9 27 -11 14 -13 17 25 -16 26 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0128739922994018e-05 3.4136117287131878e-06 -0.00014177492274153238 -0.00014009915788528184 -0.00016581239476164264 -1.2840508204979915e-05 0.00030641888808956763 8.4464181439162912e-05 0.00033556250692936819 -4.1286185986470661e-05 -4.5405784608513017e-05 9.5152809448951924e-06 9.9688085137877934e-05 -0.00017654460091822476 -0.00011241959838113857 0.00013626447080241993 -0.00010718875936295402 0.00037057790091421126 -0.00014465471826372603 -0.00055985592914363535 0.00019747576357728413 -6.3404543049431803e-05 3.7118204405623008e-05 0.00012428743268184781 -0.00036286433595572734 -0.00012892905761784516 0.00014582483226703574 0.00023710359201113874 5.6999077140359219e-05 -0.00013221835023428922 -0.00010029197049430554
leaf_count=12551 41921 6191 28312 56484 18652 4493 3420 2580 51052 4399 11500 2811 1020 1561 3091 1462 1672 1511 186 7814 22169 3800 1442 4382 566 15447 1794 11032 6731 31885
internal_value=0 -0.0480826 -0.0578893 -0.0761117 -0.0491508 0.0614391 0.0639604 0.159297 -0.0694114 0.0919934 -0.108437 -0.139176 0.011349 0.0768894 -0.0672444 -0.0742743 0.218275 0.130532 0.177066 0.220041 -0.150892 -0.185534 -0.179817 -0.198337 0.314778 0.147065 0.109269 -0.0242808 -0.0177837 -0.0860417
internal_count=361931 332372 310854 251671 166407 23711 21518 12071 142696 9491 80612 85264 59183 29559 46476 9447 5092 10531 9020 8000 82453 60284 34136 32694 5059 17008 3256 62084 48652 43385
shrinkage=0.000820348


Tree=1620
num_leaves=31
num_cat=0
split_feature=612 1430 1298 1469 188 702 1453 737 890 1444 1392 1262 651 560 672 1459 395 21 254 608 1458 1467 785 1378 498 578 1455 835 1462 473
split_gain=35.8232 33.1716 53.9387 46.1701 35.6663 34.1525 34.0024 35.0714 32.4795 34.4379 32.1616 32.2899 30.8804 30.9777 28.5173 27.6988 26.8529 28.7206 26.6378 27.3726 26.4262 28.6328 26.4217 26.3646 25.9246 37.7262 25.7751 25.6353 25.5243 25.3405
threshold=1.0000000180025095e-35 0.54622893720785959 1.0000000180025095e-35 -1.0470123060412753 1.0000000180025095e-35 2.2275443133153514 0.85537653896615018 1.4683293454868511 -1.0182342416987082 1.0487318818042339 -0.5109500669908621 4.2650547548666031 1.1107569744011787 1.6590601587821199 -0.65546635319905777 0.31506939676116369 1.0000000180025095e-35 1.189441983669046 4.2563231476081782 1.0000000180025095e-35 0.12934318160464789 3.8567296589757825 -0.86283290253235112 0.29079056963915867 1.0157062599335271 -0.87905496296652397 2.2089723494148461 2.6047796401122034 1.2253339163776633 0.77164584159373273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 27 6 10 7 18 -6 15 -4 22 13 -3 -14 20 17 28 19 -5 21 -10 -12 -18 29 -26 -9 -1 -2 -24
right_child=16 12 5 4 8 -7 -8 26 9 -11 11 -13 14 -15 -16 -17 23 -19 -20 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00026083321767106751 -0.0011928994322850728 0.00032739258468137512 -0.00018156994225659414 -0.0014321714913664693 -0.00089577088311922461 -0.0011830598892811843 0.00018122994055106564 0.00038193540530697849 -0.0003781815606090942 -0.001180449084364736 0.00079286542666266594 0.0048479061600643827 -0.0011793769146834965 -0.00052560476279677663 4.0591325812965533e-05 0.00069387413684037359 -0.00035296994605965939 0.0005448245285155671 0.010390327263431341 -0.00065263346783115675 0.00055594022574851655 0.0058374249525092129 0.00012283281659778523 0.000727244429608584 0.0023313725381226887 0.0003645525948187268 -0.0056991848354761444 -0.003354867214332426 0.00047206663718463344 -0.00048904442164503909
leaf_count=16886 18314 59352 48475 23138 11534 2836 5865 4249 18529 4441 7971 168 3661 5612 6494 6163 19977 1968 23 12302 5267 74 49243 3423 1142 11020 131 309 1812 11552
internal_value=0 -0.00711884 -0.0209972 -0.0630002 -0.0875028 0.00740531 -0.144266 -0.17421 -0.044883 -0.0151661 0.0127228 0.0380493 0.0318675 0.049173 -0.0790019 0.0082081 -0.0833508 -0.158208 -0.204304 -0.206816 -0.027055 -0.0673781 0.0359907 -0.0310094 0.0230772 0.110207 0.0408513 0.0403084 -0.196718 0.00394906
internal_count=361931 316437 241318 108911 91716 132407 45708 39843 46008 34474 129571 81096 75119 64964 10155 30033 45494 22094 35463 35440 23870 18603 80928 23400 72957 12162 4380 17195 20126 60795
shrinkage=0.00512803


Tree=1621
num_leaves=31
num_cat=0
split_feature=476 1235 785 1470 332 395 705 1176 487 21 713 723 1470 541 508 1465 625 955 865 346 1154 1452 1469 899 566 652 377 993 1451 1430
split_gain=65.1705 70.0603 65.4212 50.4021 47.3167 70.1668 46.7901 44.7183 40.1203 39.6892 37.9007 36.5528 40.6839 35.8468 33.5421 33.4743 33.1332 33.095 33.9411 31.1473 31.5772 30.936 35.1157 29.6276 29.1531 33.1245 32.8049 33.3488 28.9092 31.3185
threshold=-1.0099296266851885 -1.24934742919911 -0.86283290253235112 -1.1535394197080833 1.0000000180025095e-35 1.0000000180025095e-35 0.90721770011872871 -0.54948467686383295 0.35570349484642388 -2.7818205974049124 1.0000000180025095e-35 -1.0570063487222232 -0.069427565105718306 -0.55676187874653171 0.93928964529742032 -0.40523020188868136 -0.62240508625585 -0.56067130660624642 1.0000000180025095e-35 2.3692614425069878 3.5588968425229606 0.55483083833984748 0.078137871353226335 0.9401013718043012 2.3824772829776841 -0.98896428961744431 1.4210717172751071 -0.89727091510114898 0.86071073439275814 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 10 -2 5 11 -6 -5 13 -10 -3 14 19 -1 -4 21 -11 18 -7 20 -13 -12 -23 -16 25 -8 -27 -28 29 -14
right_child=1 2 4 7 6 17 24 -9 9 16 15 12 28 -15 23 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=1.5711483253124897e-05 8.8531741858348674e-05 -0.00016627403385072349 -6.3092397004378887e-05 -0.00021713426256906129 -1.2851664531323313e-05 -4.1205399806210446e-05 0.00023543992269927123 -6.2534593129328673e-05 0.00065945870363997878 -5.3404799993757741e-05 7.079097040082227e-05 -7.3048376343514589e-05 -0.00035004398110256575 -9.284602717033514e-05 0.0003908092147762635 0.00017355673938573141 -0.00020211738468666198 -3.8651797919595563e-05 0.0001432557890332224 -0.00065473626381472392 0.0010229654802042297 -7.877058554412601e-05 -0.00080887712564398041 -0.00037482705544204982 0.00028626254560154595 8.4873484196400973e-06 0.0008365798267067437 0.00015862147399541921 9.7454051947459713e-05 -0.00015449394109824218
leaf_count=21047 4852 1975 5232 17767 81398 5895 2878 19241 207 11167 6987 20397 11005 37166 1206 12849 26969 33119 8181 571 74 1024 301 223 1911 17409 260 1469 1296 7855
internal_value=0 -0.0189548 -0.00513903 -0.112656 -0.0181561 -0.0578575 0.0101998 -0.146785 -0.0928528 -0.162884 0.101418 -0.132975 -0.165359 -0.0554332 0.0222484 0.126989 -0.171104 -0.00451728 0.0783264 -0.0889815 -0.0741081 0.0233283 -0.269073 0.308662 0.0875459 0.06661 0.0359642 0.299373 -0.253895 -0.282426
internal_count=361931 265375 223515 41860 200379 95054 105325 37008 96556 38343 23136 47859 41198 58213 6661 21161 38136 47195 14076 21042 20471 8312 1325 1429 23927 22016 19138 1729 20156 18860
shrinkage=0.000887971


Tree=1622
num_leaves=31
num_cat=0
split_feature=871 56 188 1470 785 1469 942 62 1425 1433 1470 1464 476 540 21 522 346 1450 461 1454 1464 1465 1469 713 930 355 1374 169 149 566
split_gain=35.2669 32.7919 70.0938 38.1407 32.0162 29.6365 28.4962 28.2528 32.8675 35.6921 31.1488 27.1712 28.9377 26.6201 35.4926 30.2716 31.0288 28.2822 33.485 31.1397 29.0865 28.9278 27.1651 26.318 31.9591 27.8511 26.8594 31.349 26.032 26.0424
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 -0.86283290253235112 -0.98013275004230149 3.1241105236897999 -0.97978507835213413 2.0058653102086748 1.2994777873310051 2.1658139678380679 0.61847808787738301 -0.70335058585943822 0.99026637822014563 -0.70163543588998201 -0.71745339412579689 0.17792729747817113 -0.35262914890079794 4.2641419949670061 0.54504201778324368 0.2291445000830519 -0.47849995239157511 -0.55918495640170118 1.0000000180025095e-35 1.0000000180025095e-35 -0.1814666702951391 -0.66177662735578835 -0.99423360622682078 -1.1460518166028362 2.1710320005650359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 11 -4 13 8 -1 -10 -9 12 -5 14 -6 28 23 20 19 -19 21 22 -15 24 25 26 27 -17 -16 -30
right_child=-2 3 5 4 6 -7 -8 10 9 -11 -12 -13 -14 17 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0017264790518085982 -0.00038823329874589476 -0.002421840384836468 0.00058827998138730826 -0.0010629608280679134 0.00031740266290770073 -8.199409727512631e-05 0.0016186874137683412 -0.00042744228794062164 0.002185520524435883 0.026536262361786807 -0.0027056168232497345 0.0019250709722144072 0.00072137183792923961 -0.0017148262579459949 -0.0010447438686273648 -0.0030106924154609631 -0.0008953716715806477 0.0012319639037359307 -0.0080566215022558861 -0.00016690811774102934 0.00096194499031851909 -0.0010806236771992409 0.001034740941983884 -0.00033699347114513853 -0.00023752132171205918 -0.00010809756518402448 0.00094137822358302523 0.0043748873879389362 0.00017585967740153767 0.0017871499393563577
leaf_count=11988 71831 896 12707 1655 34378 58052 1612 45582 304 22 1600 2578 9149 664 2972 97 14697 8248 65 2994 2799 4373 2341 38164 4615 1336 1216 797 22670 1529
internal_value=0 -0.00438357 -0.0337273 0.015223 0.0178411 0.00860939 0.00856893 -0.106249 -0.256427 0.565619 -0.0838922 0.119521 0.0733327 0.00512953 -0.00834454 -0.0307985 -0.0586318 0.069433 0.137772 0.145624 -0.00832043 -0.076389 0.0751717 -0.0323241 0.0749858 0.224381 0.366358 0.621387 0.0274678 0.0485298
internal_count=361931 290100 130255 159845 158949 70759 145567 59496 12314 326 47182 13382 10804 143955 122471 88093 60922 21484 11307 11242 10177 7378 3005 46225 8061 3446 2110 894 27171 24199
shrinkage=0.00589049


Tree=1623
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 923 519 544 784 576 647 590 846 694 2 146 138 1458 1452 1460 1154 953 1051 753 497 560 1243 405 1307 491
split_gain=66.7149 63.3964 47.1474 42.4793 41.2412 51.4737 46.3016 38.8768 36.293 33.2528 31.7174 80.1459 32.238 31.3707 30.2072 29.9005 38.5651 28.6315 28.4229 28.1534 29.3746 28.8488 28.1092 27.1726 26.4717 27.2926 26.4609 26.4269 26.9962 32.1532
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 1.0000000180025095e-35 0.9594655836162902 1.1032265037225084 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.2342127532274445 -0.98356635867290676 2.2368666814773395 -1.0321883268519072 1.6432510327171366 3.3900475580725948 0.9504607190545632 1.0000000180025095e-35 1.0000000180025095e-35 3.5926503781727646 -0.59375710567929785 -1.0374643804889057 1.6590601587821199 0.90228229025491624 1.0000000180025095e-35 1.3390041783085433 -0.25023694339587677
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 13 18 17 19 -5 -8 11 -3 -12 -2 -10 -14 -17 22 -6 20 21 -1 26 -24 -16 -26 -7 28 29 -4
right_child=1 10 27 8 5 6 9 -9 14 -11 12 -13 15 -15 24 16 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-8.6163734767565335e-05 8.9942462545812362e-05 -7.7190840262481513e-05 -0.00011689662551808703 -3.3446820134408377e-06 -0.00028789417704519162 -6.3364711363823572e-05 0.00016674326563285462 -4.5749203253642465e-05 -9.6998136447315003e-05 -0.00032073831005057104 -3.2307908927560361e-05 0.000365227243368837 -0.0001156027120706043 -3.4913656295534028e-05 -0.00012528734996007085 0.00068976172027445141 -2.8916219421425338e-07 9.9709197694579433e-05 0.00070390604969076942 0.00023792857316270685 0.00013215635120347713 8.5853600971522634e-05 0.0011309248835470276 -0.00028701622974410196 0.00012142491479930678 -0.00013334641468579287 -0.00018332748849017764 -0.00022287645901544449 -0.00015847519090853018 2.1623801628521463e-05
leaf_count=4633 9356 4821 9161 95643 3650 39268 3098 8361 2728 368 29774 1384 62243 13873 1563 277 1436 2507 68 2709 8580 5276 93 63 16468 1061 7480 5095 8922 11972
internal_value=0 -0.0414139 -0.0230029 -0.0109022 -0.0520813 -0.0859277 -0.067852 0.064655 0.0142357 0.153377 -0.0962191 0.0628674 -0.108838 0.0262512 0.0906095 -0.142102 0.152036 -0.088449 -0.348098 0.112146 0.0827454 0.00534768 -0.102448 0.811341 0.118242 0.139269 -0.105968 -0.105848 -0.0824253 -0.042448
internal_count=361931 332372 232437 197287 79824 56595 52877 29559 117463 3466 99935 6205 93730 23229 21820 63956 1713 49411 3718 21198 18489 9909 46904 156 19092 17529 46748 35150 30055 21133
shrinkage=0.000757875


Tree=1624
num_leaves=31
num_cat=0
split_feature=1431 728 1454 795 1444 706 638 1426 1470 59 1458 852 346 365 189 784 1470 582 1121 800 677 215 889 1014 1465 635 1469 21 704 65
split_gain=34.6165 32.864 26.7932 26.4118 26.7459 27.4475 27.4409 26.0784 27.9751 27.2016 26.071 28.241 35.4763 34.4773 28.7097 29.6311 33.4522 30.3009 28.2772 27.6504 29.2569 26.1816 25.3977 24.6909 24.519 23.684 23.6529 23.6161 28.4578 23.5333
threshold=1.0099929608726099 1.0000000180025095e-35 -1.0640499357927207 -0.80684465664869354 1.0000000180025095e-35 0.38922507503038667 -1.8101531960680208 1.0000000180025095e-35 0.37604385151270814 1.0000000180025095e-35 2.6054386111478895 -0.22706799479215015 2.3692614425069878 -0.80596157703324833 2.7059755265676442 0.9594655836162902 -1.3664195657027294 2.1384355827858248 2.7535744895652434 -0.57812715656594349 1.0000000180025095e-35 2.7718551199640826 2.6474452267957287 1.9117660652834578 1.3923513340380111 1.593871023569257 -1.1965077841566287 1.5676574675808517 -0.31307484622687892 1.3605314985471562
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 8 9 23 11 13 14 18 15 -13 -17 29 21 25 -21 -4 -22 26 -10 -15 -2 -9 -29 -18
right_child=7 3 10 4 -6 6 -8 27 24 -11 -12 12 -14 19 -16 16 17 -19 -20 20 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0037270491035099078 0.0033831748683168725 -0.00080097825056497636 0.00027882163040912037 -0.00061645544262317294 -0.00069609202832061738 0.0026222761274328188 6.1470262698370089e-05 -0.00095238884817721399 -0.00069341068850926717 -0.00035573074428119219 0.00083964314596645631 9.7880542274442558e-05 -0.001210659493554016 0.00033636774831070373 -0.0020029159615950649 -0.0040037538380947512 0.00089909520087772671 -0.0011997460025740742 0.005152790035023197 -0.00080420451142319013 -0.00025077957703265388 0.0050825018827216958 0.0016743174684062396 -0.0027258582348748807 -0.0061774767935787369 -0.0017105263612648236 0.00051457874575467147 -0.0015137264340968556 0.0051929597959223736 -0.00033991956320498243
leaf_count=351 386 16027 14121 12444 15679 595 46841 19111 11267 14114 5173 100200 3276 13247 1189 205 16403 1137 184 23645 31101 146 1024 457 168 911 9324 218 206 2781
internal_value=0 -0.00537183 0.00845275 -0.0454452 -0.0278861 -0.00665938 0.0181177 -0.0726396 -0.0366644 0.0083219 0.00934622 0.00517573 0.025225 -0.0277423 0.0307073 0.0335266 0.105731 0.114414 0.0731118 -0.0488481 -0.0728564 0.0613155 -0.0340622 0.0969149 -0.138331 0.0371374 0.118934 -0.155176 0.384865 0.134299
internal_count=361931 306680 215094 91586 75559 59880 47436 55251 35716 24281 214743 209570 125191 84379 121915 120726 20526 20321 14451 69928 55770 14267 32125 10167 11435 14158 9710 19535 424 19184
shrinkage=0.00555074


Tree=1625
num_leaves=31
num_cat=0
split_feature=785 728 728 859 1287 843 714 588 923 513 694 689 514 1437 416 691 914 620 578 927 1046 557 830 589 822 647 590 846 509 146
split_gain=79.4216 58.1617 45.6045 43.5594 54.2343 42.2262 57.2416 64.9546 53.7776 46.2474 44.8134 44.1741 43.0973 38.81 36.3006 35.1414 36.2636 33.9321 33.617 33.6758 34.3821 32.8278 36.9528 31.3539 31.221 31.0179 81.7514 31.7866 30.4756 29.9819
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 -0.54135187694831066 1.0000000180025095e-35 1.4283687790122588 1.0000000180025095e-35 2.250834115212506 -0.86449023226567734 1.0454229551509682 1.2615335103024639 -1.1110989058077336 -0.54536942215353645 0.72713696786055593 -1.4139668136196277 -1.0179773451201657 2.4975337861131606 0.88084169889549835 -0.87905496296652397 1.0483613175537825 -1.4186728844878853 -1.0471143175523501 2.240487403880465 0.34879007543356905 -0.62135608139798226 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 -0.37731140836110016 2.2368666814773395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 13 6 10 11 -7 -9 12 -8 -5 -2 -6 -12 17 -17 -4 20 -20 -16 -23 -13 -25 26 -3 -27 -22 -29
right_child=1 25 18 5 14 8 7 9 -10 -11 15 23 -14 -15 21 16 -18 -19 19 -21 28 22 -24 24 -26 27 -28 29 -30 -31
leaf_value=-0.00015049674245418913 -5.5465363552868608e-05 -9.0349555111585007e-05 0.00026180047328436848 0.00022946897369432054 -0.00022192360290305326 0.00032335189644507739 1.0625941691292336e-05 1.9692483540959362e-05 5.8572880860187296e-06 0.00040838598076291586 -0.00020105692245150949 -0.00013689829443890695 1.5654467651990181e-05 7.1807094658803838e-05 -0.00013082947225429812 1.4301544307173732e-05 0.00047213364915568278 -0.00022996693036358111 -0.00033397035256858652 0.00025579721777410478 0.00012856984807563712 8.9774840612697883e-05 0.00033082553651704989 -0.00014650528765591911 3.7533642723838354e-06 -3.6224912118390865e-05 0.00042305969839645589 -0.00013133736776605319 -1.7078642272214432e-05 0.00013430264638034751
leaf_count=3396 37466 4821 3407 4808 1589 1860 13455 4593 18220 1149 4783 57413 9892 10779 2323 14742 557 2905 837 2821 9289 20887 2228 8643 14145 29774 1384 62243 9809 1713
internal_value=0 -0.0423697 0.0732162 -0.024746 0.0177195 -0.0465468 -0.061636 -0.0905518 0.0434628 0.120394 0.0127104 -0.106614 0.103331 -0.0281303 0.0918288 -0.0536138 -0.00758517 -0.0268781 0.101441 0.0728022 0.0432186 0.108989 0.130771 -0.127483 -0.0579768 -0.094886 0.0624164 -0.107374 0.0609522 -0.140416
internal_count=361931 332372 29559 232437 75272 157165 137085 99398 20080 5742 37687 93656 14700 48245 27027 22987 18204 17647 26163 22756 19935 25438 23115 80201 22788 99935 6205 93730 19098 63956
shrinkage=0.00087056


Tree=1626
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 727 405 784 284 1022 1016 1044 971 471 21 562 1453 146 990 526 73 1362 1275 899 150 848 696 69 1181 678 905
split_gain=82.0038 58.5798 43.7787 46.4611 43.4227 38.4331 38.1522 35.9613 34.0874 43.6066 34.1085 31.1678 31.0171 35.0364 35.1264 33.3329 32.1664 31.967 30.5389 29.5595 29.4757 29.2966 28.8769 28.4049 28.0371 37.1439 27.6387 27.0342 26.7842 26.784
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 -0.016855454340067026 1.0000000180025095e-35 1.0000000180025095e-35 1.1794127114999575 -0.8891902375834092 1.0000000180025095e-35 -0.89074317784588486 3.0537978468623685 0.058091628562482463 3.0783482178314734 1.0000000180025095e-35 1.0000000180025095e-35 1.1571264759285285 1.0087403405179345 -0.89199997405495279 1.8419729237591864 -0.43600242462624522 -0.81381776201105571 -0.84383275908641842 -1.9724239810117987 -1.3088044079214605 6.0948733974029876 1.0727613779984251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 6 29 8 7 -4 9 10 21 -6 13 14 15 16 -3 -14 24 -11 -7 -2 27 -10 25 -15 -21 -5 -23 -1
right_child=1 12 3 22 11 20 -8 -9 23 19 -12 -13 17 18 -16 -17 -18 -19 -20 26 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.8609452423378419e-05 -0.00021680155046951898 -0.0001325408879624701 -5.6256735743972465e-05 -0.00054419158957263525 -0.00011671497304084387 -8.3354737903342394e-05 0.00018837051012249314 0.00010360517123008143 -4.3422390604656006e-05 -3.8650028473519711e-06 -0.00030042102304881415 0.00014849230748308992 -0.00011769345730885013 0.00016578808524792473 0.00091807829315947338 0.00010819304927779473 0.0014796182739344795 1.0752267410170795e-05 -0.00026306150634728212 0.00054347795186737648 -0.0002904300517901742 -6.5948122955373882e-05 0.00031121130486277547 2.0690751819397814e-05 -0.00014273194534805567 -0.00013942074028299012 -0.00019161573796009618 -0.00011906264520304681 0.00060353038666170311 0.00019859959794366901
leaf_count=11025 8025 8530 8900 934 1561 21307 6196 9111 38920 37901 5592 15447 13917 2995 176 5016 40 21012 10755 194 4644 25037 459 56082 33768 3726 4971 4005 159 1526
internal_value=0 -0.0461953 -0.0285065 0.0473565 0.0713552 -0.0407661 0.0823958 0.0329834 -0.03024 -0.0667845 -0.134697 0.143643 -0.0988614 -0.133829 -0.0144212 -0.030843 -0.140249 -0.0427548 -0.163955 -0.0239316 -0.130869 -0.107619 -0.155127 -0.00453268 -0.136737 0.00377469 -0.18976 -0.212638 -0.0687961 -0.0203123
internal_count=361931 332372 232437 29605 29559 202832 24207 18011 176881 81879 38813 17008 99935 65006 13762 13586 8570 34929 51244 43066 25951 33221 5398 95002 40489 6721 5165 4939 25196 12551
shrinkage=0.00085349


Tree=1627
num_leaves=31
num_cat=0
split_feature=198 785 728 652 588 719 728 650 872 892 518 685 791 788 896 909 654 906 74 1155 902 1112 1107 635 809 1469 828 54 917 69
split_gain=34.5462 32.1293 33.4834 30.1178 32.3008 42.917 34.6444 35.833 35.3546 34.1462 32.0036 29.9732 28.8197 31.6937 31.185 39.34 32.1215 29.8837 29.021 27.7844 27.1227 28.9829 26.9778 26.9597 30.7307 26.7175 26.4074 27.4914 27.1535 26.7678
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.49008176997875957 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 -0.49008176997875957 1.6923072129381651 3.0757328524286596 1.0342428102238199 1.0794040238867422 0.58104764358843186 1.0000000180025095e-35 1.7074187375765932 -0.43454379769620094 0.79941035963300433 1.0000000180025095e-35 0.40087191516522375 -0.58961152563653851 -0.65815051128771651 -1.2592235350366694 2.7487430156651658 2.236363792390887 -0.30705645097117101 0.66649192610754393 -1.3460032622719822 0.75929355538023924 -0.42445565733332025 -0.63196957688581024 0.67637883531587639
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 20 6 19 7 -5 9 12 -9 -2 14 23 26 16 17 18 -16 -6 21 -3 -22 24 -14 -4 27 29 -29 -8
right_child=11 3 25 4 5 -7 8 10 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010858166672985388 -0.00033073939299322822 -0.0011777763621735303 -0.011458257935817596 -4.6813245956047244e-05 -6.4749001795816357e-05 -0.00055307277577058215 -0.00094967172638564892 0.00077880482714705053 0.0020358887159175115 -0.0011667838304314239 0.0039158381350572098 -0.0014572514371510267 -0.00072352697520880168 -0.00065377420312724536 -0.00074626413428495767 -0.0014688369238256369 -0.00090565843771114548 -0.00093112149870327554 0.00062284937557455656 0.001846524351147665 0.0001372559696651157 0.0068086801706081007 0.0016592020838012305 0.00072755302182073644 0.001396190907699935 0.00062211216988724031 -0.00065067680963233892 0.0018059813830191413 0.00024638922846896918 0.0012053830977084045
leaf_count=2867 39192 5228 44 28525 2004 4995 5939 4654 1166 15976 711 9111 9564 11588 5777 11958 22036 8961 13139 4316 85022 84 2382 15251 1708 23289 12371 3089 9372 1612
internal_value=0 -0.00611392 0.0652954 -0.0135436 -0.0304512 0.0789768 -0.0386344 0.0249164 -0.0548773 -0.0585333 0.188957 -0.0778582 -0.047538 0.00739017 -0.0692229 -0.101475 -0.0716284 -0.0153778 0.035347 0.184304 0.0189314 -0.150242 0.0274682 0.0510722 -0.0437974 0.0909184 -0.0134837 0.035606 0.0989102 -0.0723231
internal_count=361931 313628 26200 287428 194712 11315 183397 33890 149507 148341 5365 48303 132365 38111 94254 61871 49913 27877 18916 6320 92716 5312 87404 26523 11272 23333 32383 20012 12461 7551
shrinkage=0.00663365


Tree=1628
num_leaves=31
num_cat=0
split_feature=1430 1160 884 809 789 807 484 1437 1101 73 705 859 731 689 651 648 698 691 479 291 1187 1259 579 497 1385 491 1469 986 1436 499
split_gain=34.4085 71.6733 35.7435 37.044 30.5274 30.9539 30.2207 28.7459 28.4252 36.3067 35.7995 34.573 34.2794 34.5561 45.4696 33.8553 30.444 32.732 31.127 31.8309 28.9467 28.0559 27.932 27.6916 26.7843 26.675 26.5937 32.1532 29.7389 26.502
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66905551989196432 1.0000000180025095e-35 1.1248358748350926 3.5737384174799574 0.86097350900685499 0.72713696786055593 -1.3835380039393297 1.2069272538391302 0.3847065924170836 -0.54135187694831066 1.7256957373890334 -0.4288425582216272 1.1107569744011787 1.0000000180025095e-35 -1.6853274762239667 -0.77884364829451236 -0.67311526897902707 -0.72019822778328257 0.39793609027398086 2.0979008423459367 1.0000000180025095e-35 1.4259687459988883 3.3213820238416107 -0.71848058710408658 -1.2673214316849539 -0.72236542271953108 1.0000000180025095e-35 -1.0012906699166788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 26 5 6 8 -3 24 10 12 -12 15 22 16 -10 17 -15 -19 -20 -18 -8 -14 -13 -2 -26 27 -1 -28 -16
right_child=4 7 -4 -5 -6 -7 21 -9 9 -11 11 23 13 14 29 -17 20 18 19 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0020212887441454748 -0.00035127688716858526 -0.00012251117524871073 0.0011372627177612196 -0.0001705473213938321 -0.00037022854872724193 -0.0018805120552677654 -0.00033862576421436638 0.00036908859074980254 -0.00026645710746054057 -0.00037691648125552846 0.00093201849047175789 0.00016941427300481152 -0.0010884378710359574 -0.0019022050805896638 0.0015278355332488025 0.00038062282629527645 0.00090276307703693283 0.0049069083920712311 0.0033312780065793321 -0.0020349742616236899 0.0022270101589417111 0.0016319270230751093 0.00087426189281650116 0.001240147799854838 0.0097777720323027166 0.0004078977157963824 -0.0011023287147350911 -0.00053525503479153369 -0.00023206148083892696 -0.001393418510245308
leaf_count=812 19014 66986 1516 21838 23338 1283 28887 19307 33985 13396 15306 26407 2550 854 510 15507 5583 195 239 425 2963 1184 1295 3157 73 119 42706 2329 8612 1555
internal_value=0 -0.0400816 -0.102336 -0.11234 0.00555604 0.0155979 0.0179426 0.000697433 0.0305631 0.0414596 0.0536257 0.0987315 0.0201991 0.103284 0.157411 -0.0100543 0.214315 -0.0566429 0.246372 -0.00774978 0.262707 -0.0505227 -0.0720967 0.0556766 -0.0577713 0.822122 -0.155219 0.0348051 -0.175082 -0.129838
internal_count=361931 164106 77813 76297 197825 174487 173204 86293 143133 123927 110531 44870 65661 16169 12324 49492 10259 1713 859 664 8546 30071 3845 29564 19206 192 54459 3141 51318 2065
shrinkage=0.00523059


Tree=1629
num_leaves=31
num_cat=0
split_feature=21 67 323 1368 1452 1464 1466 1457 1457 1451 1461 1462 556 831 1458 1466 1457 1449 1454 609 74 1395 374 1444 820 1452 1469 1437 697 1360
split_gain=34.6221 35.29 43.0829 36.039 39.4168 46.7494 40.5955 35.9632 35.3719 33.9131 33.7409 32.78 32.4531 34.8433 30.3601 35.7413 30.3377 30.0164 29.8519 29.4723 29.9643 29.546 43.1658 28.8778 28.661 27.9927 27.8138 41.9516 27.4364 27.3175
threshold=-3.2545899522946695 1.0000000180025095e-35 0.52426357255304767 1.0000000180025095e-35 -0.18157124906225561 1.1888330894775201 1.4251016753579637 1.3789366748870187 -0.33496484878846661 0.59897055457132509 -0.2634310735630721 0.64216061943476632 0.64086665763030715 2.1965197198778803 0.20667703603638712 0.18374710129823166 -0.30164077649911097 -0.66544449105861625 -0.47921441570843964 -0.93177752141597858 2.9526317387676815 0.72868613784757896 0.39139331969136187 0.61050815248025436 1.0000000180025095e-35 -0.4023942616259798 0.85315390263545321 0.72713696786055593 -0.77481008935895213 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 12 6 23 9 14 -8 10 -5 -1 13 -2 15 -4 -11 -16 -19 24 21 -21 -23 -6 -3 -17 -20 28 -28 -12
right_child=1 19 7 4 5 -7 8 -9 -10 16 29 -13 -14 -15 17 25 -18 18 26 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0042735198214119271 -0.00035552982618035085 -0.0010561532383546563 -0.0003887967996200715 0.00039989063151202168 -0.0004213702042600401 0.00086486390803157376 -0.0030989053582406089 0.0012250586734590836 0.00014863221994814433 3.1483376508534951e-05 -1.1680880447445394e-05 0.0034124973684343074 -0.00084411685141388016 0.00096081423970514749 -0.00065281792432609405 -0.00041548482862671329 0.002136377386282294 0.0019363430572339703 0.00023466670163142103 0.0003062527511885941 -0.0021770031302390572 -0.00039307165545630256 0.00091497720755515479 -0.0016725158152474115 9.5271788529258669e-05 0.00099133546517745112 0.0068793734612241295 0.0068788149256982581 -0.00091641259035385979 -0.0016086459777253949
leaf_count=89 84943 7027 30402 25297 23430 3851 1158 4222 1058 1766 5043 627 29472 3106 2953 3916 2707 2938 8096 72163 849 20502 4416 4345 7020 6750 82 190 393 3120
internal_value=0 -0.0138242 -0.0306227 -0.0484445 -0.00843118 -0.0695207 0.0396603 0.0243394 -0.264977 0.0574115 0.0311761 0.448868 -0.075562 -0.0541365 0.00733376 -0.0271929 0.239637 0.0960519 0.146647 0.0171402 0.0296142 0.0329662 -0.0303151 -0.104627 -0.0818766 0.0897109 0.0808851 0.506141 0.1003 -0.101971
internal_count=361931 361215 249238 189296 71775 31626 40149 59942 2216 37933 33460 716 117521 88049 55720 41068 4473 14652 11699 111977 97930 97081 24918 27775 14047 10666 8761 665 475 8163
shrinkage=0.00555074


Tree=1630
num_leaves=31
num_cat=0
split_feature=545 1442 785 125 660 710 930 567 647 322 553 1160 391 21 681 713 852 1329 1097 21 1193 1400 694 1077 540 1323 484 777 77 498
split_gain=66.922 64.4732 58.3585 43.6943 47.8539 44.2714 48.6977 48.0689 60.185 42.6392 40.3943 38.6929 37.9682 37.9042 40.6018 36.9207 34.0947 35.4926 33.7022 33.3781 33.7608 32.1002 32.0315 31.2385 30.5376 30.3632 30.1541 30.1415 35.4322 30.0607
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 1.5320262332576917 -0.72421686037558375 1.5115140669602134 1.0000000180025095e-35 1.5068697496762773 -0.87782724458594241 1.0000000180025095e-35 -0.41335429800538687 0.68536004617275303 1.475049428936581 -2.9709283393608152 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.079376867956600164 -1.2571877020351898 -1.6471741456694959 4.2386806022684906 0.293803636741442 1.1795712390774054 1.4357019976763823 2.9110317759397999 2.8425200577949936 -0.76153168090218959 0.6412699315452165 2.6552749609921036 1.8624117431693454
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 9 15 4 16 7 12 10 -9 26 29 -5 -7 -1 21 -3 17 -4 -17 -12 27 23 25 -15 -13 -8 -2 -21 -29 -6
right_child=1 2 3 11 5 6 22 8 -10 -11 19 24 -14 14 -16 18 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00056251492658926047 0.00010160291157946477 -0.00016288226354274887 3.7192798236426217e-05 0.00013858660932710728 -3.8749991856153224e-05 0.00022719499866311261 0.00010573658980981209 0.00034760784347276233 -2.4721775036490611e-06 -0.00017874582402517092 0.0002670375728292688 -3.045722214677367e-06 -0.00036850687448087129 -5.4892337272068322e-05 -0.00021105581896012579 -0.00022230742152525105 9.5332695365828084e-05 -9.5905586638911152e-05 0.00012606961893067727 -9.3185010411108427e-05 0.00072564569304472287 -0.00013638189584935128 -0.00012242329579768705 0.00012544396819252996 -0.00047984823955406658 0.0011152170818616316 -7.6164648804715111e-05 -0.00023608729204737503 0.00081324514022615793 0.00016648698052959253
leaf_count=304 5000 2038 21363 10704 45097 5495 1691 1876 11309 17635 895 5506 498 49392 14677 995 16841 12074 20526 50268 166 24829 5434 4857 441 90 19323 9737 108 2762
internal_value=0 -0.0149436 -0.00155351 -0.0139021 -0.0245777 -0.0469623 0.070461 -0.0608288 0.0615065 -0.103086 -0.0769867 0.0830989 0.210325 -0.0909416 -0.0944995 0.0980999 0.0316634 -0.00995745 0.123182 -0.116527 -0.123347 -0.0751226 -0.0507842 -0.0433845 -0.0436508 0.188335 -0.0428221 -0.126457 -0.248248 -0.0294277
internal_count=361931 267872 225914 202355 185704 135426 13208 122218 13185 41958 109033 16651 5993 94059 93755 23559 50278 33437 21521 61174 60279 79078 7215 54249 5947 1781 24323 60113 9845 47859
shrinkage=0.000887971


Tree=1631
num_leaves=31
num_cat=0
split_feature=470 257 56 678 330 785 1382 1323 1466 426 1470 488 561 125 292 1467 705 62 1356 1367 1442 726 1450 1362 809 898 858 941 1470 1452
split_gain=73.9273 94.7068 57.9271 53.1599 49.9026 42.0613 39.0435 38.7418 38.5129 37.9074 37.211 34.5352 35.7378 34.4044 32.7722 32.6627 32.5493 31.4985 34.2717 31.8008 30.8552 32.2614 29.7356 29.3192 28.937 28.5903 28.707 29.0373 28.5859 28.1065
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.44542865074340127 -0.86283290253235112 0.081171891487753292 -0.76788633206863777 0.59254817745699628 -0.76766706532187956 -1.2126727935954851 -0.84573619838514136 -0.80980138826440073 1.5320262332576917 1.0822039450126952 3.6863561541855714 0.85154028700297968 -0.97978507835213413 2.0056820137573372 1.5718264032714926 -1.2625182715263061 1.0000000180025095e-35 1.2758925700186299 -0.69930563466564566 1.6518864604429058 1.198562221879899 1.0825608069246189 1.9607587081991176 0.88064864201853632 0.90005214643023135
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -2 7 -3 -6 13 11 -4 14 -7 -13 -5 -1 23 25 18 -12 20 -19 -22 -23 -14 -11 26 27 -9 -24 -10
right_child=3 5 9 4 6 8 -8 16 29 24 17 12 15 -15 -16 -17 -18 19 -20 -21 21 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.1815037062706111e-05 -3.9305870816337954e-05 0.00011227201152402972 -0.0002351784215189054 -0.00012451017431618384 3.3217049938668303e-05 -0.00015623845521097469 0.00017269427132640799 1.5649730493939046e-05 9.7813514748234278e-06 6.0485580864183451e-06 -0.0003597192497877051 5.9906457411031637e-05 1.1605233686170774e-05 0.00014294281233703202 -0.00035298672621265941 0.00045066289035029957 8.1135921676293312e-05 -0.0003812015293005885 0.00046762549503749575 0.00012444752836825417 7.9244743261674622e-06 -0.00020467939085645602 1.0915251367123186e-05 -9.9144683057003345e-05 0.00073241901581845754 -0.00014677775060347597 -0.00011439943914795417 0.00026446596541368001 0.0012857662519639541 0.0002131787608181326
leaf_count=4866 88770 7107 4363 14166 15789 12697 10833 29678 10671 14854 12573 11501 12107 1831 1006 378 18312 5045 266 1458 4550 29795 1933 32266 170 4918 5566 1489 69 2904
internal_value=0 -0.0691746 -0.140806 -0.00303181 0.0281884 -0.023637 0.10439 -1.76671e-05 -0.0391653 -0.0282341 -0.186409 -0.0620507 -0.0397945 -0.101145 -0.00912749 -0.0694135 0.0225905 -0.212545 -0.376006 -0.185013 -0.201201 -0.178362 -0.21142 -0.0757871 0.0199332 -0.0106954 0.00854138 0.0329898 0.0721748 0.0652915
internal_count=361931 170579 80948 191352 102582 89631 26622 75960 82524 19387 61561 68949 56252 15997 5872 44751 59963 55689 12839 42850 41392 36347 31797 44373 15024 41651 36733 31167 2002 13575
shrinkage=0.00087056


Tree=1632
num_leaves=31
num_cat=0
split_feature=181 785 49 125 50 1357 1463 1463 189 334 773 332 409 705 1246 1456 497 57 1458 827 382 269 457 632 1453 1465 11 1450 60 406
split_gain=74.7215 60.941 45.5659 45.013 58.5707 42.1754 39.2231 40.999 39.0291 37.8941 37.7845 37.3777 38.0009 36.9728 36.0462 33.7037 33.0089 33.9321 32.9683 34.2394 31.6173 30.1692 35.6142 35.0372 34.0746 30.4418 29.9959 29.5482 29.5129 37.1348
threshold=1.0000000180025095e-35 -0.86283290253235112 1.1349154245379338 0.58518330826110332 0.55630078546380823 1.3962008022525787 0.94170239728407068 0.97777839282527668 1.8561097231165069 -0.5491441532643816 0.65377890490728563 1.0000000180025095e-35 0.96281525827728831 0.024944846130704988 -0.32264212766806971 1.3778752582070839 1.8511096242798462 0.72527224708021132 0.70333210766501042 0.15869425561807429 1.0000000180025095e-35 -0.97818596660968204 2.3716694046974869 -1.2395691072506938 -0.074792591002300263 -0.41120921193798426 -1.5500325022885593 1.1586251407167096 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 6 8 18 9 -3 16 12 28 -1 27 -7 17 -5 19 -8 -18 -2 23 -23 -24 -26 -15 -9 29 -11
right_child=21 2 -4 10 -6 15 7 14 -10 11 -12 -13 -14 26 -16 -17 20 -19 -20 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.5094753925093634e-05 -0.0001710245093531845 3.1322357667569753e-06 -0.00010258000296148113 6.38805475626161e-06 2.3614889043518235e-05 -0.00023974719421659182 -0.00018477171178572495 6.4850149200536099e-05 -0.00025516751656980206 -0.00013989288185458807 -4.8534777671027258e-05 -3.0327991090788315e-05 -0.00036041366592605499 -0.00043608120131297942 -7.5522977337006002e-05 0.00017090371235068715 0.0003196041466261623 0.00015946958571082151 0.0019876118079980546 0.0012183365994842602 4.2647241355899886e-05 -0.00023742487578069452 -0.0003147789950615627 -2.5453560554942618e-05 -0.00032543291811366638 0.000156372767419579 0.00014401765672652012 0.00038302811439281466 -0.00030338853900801783 2.0706884942225352e-05
leaf_count=8522 24167 30046 34036 26903 43382 10548 196 5535 6007 22455 15839 27419 4526 334 6944 1140 2983 5757 55 120 2594 4968 5997 36948 1169 1917 15357 1219 4375 10473
internal_value=0 -0.0203761 -0.0308109 -0.0201968 -0.0393509 -0.0660542 -0.054283 0.0553584 -0.0704842 -0.0608804 0.0307456 -0.0928869 -0.144091 0.0813485 0.0360335 -0.216545 0.066289 0.0403438 0.801662 0.471778 0.209755 -0.1067 -0.0764629 -0.0499564 -0.227771 -0.0128449 0.144821 0.144966 -0.121407 -0.0985963
internal_count=361931 286765 262552 228516 174440 131058 119370 14069 105301 99294 54076 69248 41829 24213 13698 11688 38237 32660 371 316 5577 75166 50999 41916 9083 3086 15691 6754 37303 32928
shrinkage=0.000905731


Tree=1633
num_leaves=31
num_cat=0
split_feature=476 1235 785 332 395 705 1470 1176 487 723 1470 541 713 21 955 865 625 357 1465 597 43 1452 1469 497 1049 1359 1451 1430 1452 968
split_gain=74.5502 77.3352 71.3902 55.1778 76.5627 49.7753 49.7577 46.0502 41.0818 39.9692 40.917 37.6502 37.602 37.193 34.4498 34.1333 33.8126 33.5101 33.0413 32.1153 34.034 30.2213 34.5874 30.1079 40.4351 28.184 27.682 30.0328 29.9071 27.4565
threshold=-1.0099296266851885 -1.24934742919911 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.90721770011872871 -1.1535394197080833 -0.54948467686383295 0.35570349484642388 -1.0570063487222232 -0.069427565105718306 -0.55676187874653171 1.0000000180025095e-35 -2.9709283393608152 -0.56067130660624642 1.0000000180025095e-35 -0.62240508625585 0.22320799764597363 -0.40523020188868136 1.3592535390735871 1.0000000180025095e-35 0.55483083833984748 0.078137871353226335 2.2206245932530155 1.4069177371033732 1.0000000180025095e-35 0.86071073439275814 1.0000000180025095e-35 -0.62378512353724791 2.7489499057834186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 6 12 4 9 -5 -2 -8 11 17 19 -1 -3 -10 15 -6 -15 -4 21 20 -11 -14 -23 -7 -25 -13 27 29 -28 -12
right_child=1 2 3 5 14 23 7 -9 13 10 26 25 18 16 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=1.5329407155243828e-05 8.2436168465443318e-05 -0.00015199910975389317 -0.00010556031391819348 -8.3180690443808633e-06 -3.633653475969479e-05 5.8928096174833019e-05 -0.00021082479413009344 -6.0230522208781078e-05 0.00066834209066824054 -7.5701311942667063e-05 -0.00035076672532632626 -5.5402985870605268e-05 7.5092937803435133e-05 -5.1931025132269382e-05 -3.5627717614484318e-05 0.00014137044965173849 -0.00019603865934970433 0.00017427579885440086 0.00017331674667442589 0.00012086185898614044 -0.00034160242514963619 -6.6311020481523184e-05 -0.00076220137855582764 0.00033967027921708417 -0.0001921804287813388 -0.0001865294777411626 0.0006454372306312758 -0.00015379724379578839 -0.00010703418720903565 0.000828844170590745
leaf_count=21047 4852 1975 3767 81398 5895 21000 17767 19241 168 15111 10901 26099 6987 11176 33119 8181 26999 2894 12849 2410 3521 1024 301 2420 507 11067 321 7855 975 104
internal_value=0 -0.0158187 -0.00131499 -0.0149074 -0.0577077 0.0157072 -0.114138 -0.148007 -0.0947443 -0.135931 -0.169627 -0.0569241 0.109817 -0.165479 -0.00197025 0.0824997 -0.172808 0.0264155 0.135175 -0.0932415 -0.135343 0.0323636 -0.256248 0.0953637 0.287781 -0.10717 -0.258158 -0.286049 0.0959961 -0.395264
internal_count=361931 265375 223515 200379 95054 105325 41860 37008 96556 47859 41198 58213 23136 38343 47195 14076 38175 6661 21161 21042 18632 8312 1325 23927 2927 37166 20156 18860 1296 11005
shrinkage=0.00085349


Tree=1634
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 727 588 575 648 126 566 727 507 382 667 689 430 726 144 1049 858 785 1463 1451 971 911 1450 1452 1392
split_gain=82.5188 60.0174 64.0966 75.1693 67.5038 90.345 62.2315 61.5862 47.2313 46.3616 45.8497 40.3575 39.9717 39.7696 35.0312 34.5196 33.8474 35.3279 34.8293 33.6842 33.52 32.5267 32.228 31.5951 36.1303 31.4073 30.3808 30.0824 41.8059 30.5772
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 -0.682906484622256 0.71188872395471614 1.0000000180025095e-35 1.8166789435549495 1.0000000180025095e-35 2.1710320005650359 1.0000000180025095e-35 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 1.1511195098725142 -1.2369097968503453 -2.5456679507321813 1.2876145863397357 1.511805152420109 1.0825608069246189 0.58460966528228819 0.093599294775546141 0.66026201556455011 -0.8891902375834092 0.77693903076620996 -0.67806027517800449 -0.58911782507014421 -0.77319264650216313
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 13 4 9 -6 -3 8 -8 10 23 15 -1 -2 20 19 17 -15 -19 -5 -10 -7 -22 24 -4 -14 -9 -12 -29 -30
right_child=1 6 3 11 5 21 7 26 14 -11 27 -13 25 16 -16 -17 -18 18 -20 -21 22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.0872225857251582e-05 -1.2983429150250036e-05 -0.00015238538647351394 -0.00014595560152030811 -6.6087842945469535e-05 -8.2907855406355372e-06 0.00030176274805749568 -7.7330424810132363e-05 0.0003665974585090142 0.00028144719176307362 6.1660858742784675e-05 -0.00010240910705109913 0.00010204762169919035 -0.000112597181673479 -0.00018066372542204485 -1.1956657764919154e-06 -0.00017086526646174378 -0.00014606673907727278 -0.00056257120753298883 0.00019627365618802306 -0.00023885226558992485 -0.00026833559477668518 -0.00013604392649528674 0.00071273830761768835 -3.8460497521949197e-05 -4.1134084676458167e-06 0.00014302050850827663 8.563848371356392e-06 8.7787821920862254e-05 -0.00018287813156023488 -1.457610903560151e-05
leaf_count=12551 48652 3763 43131 41940 18652 4493 5895 2790 3829 10838 12802 2811 1561 1020 3701 35388 1511 186 7814 5125 581 566 103 24232 7350 15447 856 12152 5052 27139
internal_value=0 -0.0431151 -0.0522569 -0.0693553 -0.042875 0.0642675 0.0612597 0.110995 0.0485013 -0.0625198 -0.074944 -0.131386 0.0747101 0.0125608 0.14794 -0.142911 0.128612 0.175133 0.218509 -0.102604 0.26751 0.308719 -0.139689 -0.114793 -0.149622 0.143935 0.344714 -0.02866 -0.00146365 -0.0444489
internal_count=361931 332372 310854 251671 166407 23711 21518 17755 14109 142696 131858 85264 29559 59183 8214 82453 10531 9020 8000 47065 4513 5059 684 74713 50481 17008 3646 57145 44343 32191
shrinkage=0.000820348


Tree=1635
num_leaves=31
num_cat=0
split_feature=785 519 727 181 713 869 921 783 382 727 126 588 507 657 1049 906 588 706 667 971 470 465 294 528 495 649 593 885 21 839
split_gain=95.4192 65.5057 68.6382 66.6141 50.7238 67.7136 60.7003 80.5343 48.343 45.1021 44.1632 43.0246 38.9588 39.0261 38.0849 37.1518 36.6218 35.8033 35.1956 32.5476 32.3701 32.7663 32.0085 31.8124 31.2642 31.261 30.8763 30.1065 29.9934 29.8618
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 0.65809631222906606 2.2603408215975165 1.2334500886949249 0.038655879390035473 2.250834115212506 0.85558832110916161 1.0000000180025095e-35 -0.8891902375834092 0.66595742291584703 1.0000000180025095e-35 0.92159612535094959 1.3633726830512116 0.94629748910210953 1.0000000180025095e-35 -0.58017643881618097 4.8263866747680533 -1.6471741456694959 2.6468806272926702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 17 4 11 6 10 -8 14 -1 15 12 29 -14 26 24 -10 -3 -7 -11 27 -22 -5 -13 -6 -19 -4 -12 -17 -2
right_child=1 2 8 22 5 18 7 -9 16 19 20 23 13 -15 -16 28 -18 25 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.096440840809202e-05 1.1166504314950563e-05 -0.00014794663728358485 -8.9051944579570646e-06 -9.125592365780857e-05 -1.1017421752939745e-05 -6.6494875095236391e-05 3.9069439665559825e-06 0.00028135014457511141 -2.6434377072808343e-05 -0.00011284752438280268 -3.2746064501664841e-05 -0.00013990942925970538 0.00020273548423767088 -0.00043116597325221125 -3.243148141615919e-05 0.00029411230826542758 0.00041785502119846905 -0.00011744915637913576 -0.00016471520172877221 0.00015787565185359465 3.1643044175238305e-05 0.00027051779460932274 -0.00023110134673616571 0.00023132193640659104 -0.00016571320365445433 0.00024095951411408245 0.00035911247251396722 0.00045229786582714468 -0.00014233075151769532 0.00045692122883124952
leaf_count=12551 28234 6191 782 55516 28953 39258 15088 4302 5060 1561 42128 7105 6266 344 1200 693 640 1462 27893 15447 7440 2174 10426 795 5554 1794 4389 366 27833 486
internal_value=0 -0.0459746 0.0630256 -0.055519 -0.0399356 -0.055798 -0.0287224 0.08161 0.159737 0.0806768 -0.0489158 0.0269543 0.0598115 0.201624 0.279349 -0.0907224 0.0249393 -0.0769716 -0.120517 0.154088 -0.00304568 0.0984373 -0.129353 -0.11594 -0.0428156 0.102395 0.354892 -0.0320929 -0.155088 0.0229389
internal_count=361931 332372 21518 310854 244912 201682 134531 19390 12071 29559 115141 43230 35330 6610 6371 63033 5700 9447 67151 17008 52108 9614 65942 7900 34507 3256 5171 42494 28526 28720
shrinkage=0.00085349


Tree=1636
num_leaves=31
num_cat=0
split_feature=785 519 727 588 181 728 869 803 575 712 126 906 588 1450 21 495 666 609 382 667 470 534 459 836 1049 507 689 726 1237 785
split_gain=86.2751 61.7043 62.6242 61.715 60.858 46.3633 64.3082 57.2175 46.2339 40.7661 39.7328 39.769 37.7287 37.6112 35.0616 34.9484 34.9008 59.3329 33.8903 33.8607 33.6902 36.4673 33.2273 32.4267 32.3679 32.1174 32.1072 32.9362 31.7995 31.6017
threshold=-0.86283290253235112 2.1420547332082829 -0.682906484622256 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 0.038655879390035473 0.71188872395471614 0.88343564287383192 -1.6471741456694959 0.94629748910210953 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 1.0000000180025095e-35 0.66595742291584703 1.0000000180025095e-35 1.3603813214016403 2.0990810520251384 1.511805152420109 0.65809631222906606 0.72022076402865742 -2.5456679507321813 1.4298092310842805 0.58460966528228819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 8 5 12 7 10 -4 -1 11 15 25 20 -13 -7 -9 -18 24 -8 -12 23 -14 -22 -10 -2 27 -27 -11 -26
right_child=1 2 3 -5 -6 6 19 16 18 28 13 14 22 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.00015266670414582192 1.5860946127563773e-05 -0.00017118173555469402 -8.6105840431528925e-05 0.00031062792424373239 -0.00011503133438736357 -7.2725795291283249e-06 -7.1326391094331861e-05 2.8151718309557399e-05 0.00030510864301317456 0.00010809979370199403 -4.7061594844191403e-05 0.00035586364624435647 -0.00014123387285660632 0.00013386683308689448 -0.00014680172684599396 -0.00016743936539427649 0.00037764487977173388 -0.00063351748337445841 -2.0995559076912433e-06 -0.00017452374924626721 4.243527826421003e-05 0.00029089323797843375 0.00025159476802862616 -0.00055475940647728525 -0.00029270416815749327 -0.00068647104447600677 -0.00012268517865167305 0.00023830514945083359 -0.00015015064100387136 0.00078028145246250428
leaf_count=3225 30606 3763 5895 3646 65942 34426 38686 4325 3829 24442 40783 688 7580 6562 27705 6476 2546 221 3701 27550 6552 2079 820 332 581 143 1284 5548 1892 103
internal_value=0 -0.0470764 0.0588218 0.108766 -0.0563402 -0.0414499 -0.0572745 -0.0306877 0.046186 0.0734322 -0.0424788 -0.0800501 0.0198792 -0.00043629 -0.149396 -0.0368763 0.150438 0.329009 0.144685 -0.120971 -0.0218105 0.0858988 -0.109236 0.0175833 0.262441 0.0497018 0.17505 0.238627 0.0991105 -0.137653
internal_count=361931 332372 21518 17755 310854 244912 198931 132695 14109 29559 125603 69295 45981 56308 28393 40902 7092 2767 8214 66236 49746 8963 8400 6884 4513 37581 6975 5691 26334 684
shrinkage=0.000905731


Tree=1637
num_leaves=31
num_cat=0
split_feature=785 263 50 1470 56 150 1076 544 927 497 126 356 543 54 651 713 389 1450 1229 1081 662 1467 1011 1460 1388 1465 1463 885 701 728
split_gain=83.6944 63.7119 71.4326 51.6 51.6449 47.366 45.3815 42.4601 41.9087 61.6746 33.6874 33.0007 33.2438 32.9153 31.437 34.278 32.8749 32.2785 33.5416 31.0468 31.0343 29.806 29.6759 28.7668 28.4639 29.1837 30.4207 28.2602 27.8817 40.3145
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 -1.319112866592808 1.0000000180025095e-35 -0.52571317712276111 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 1.7001250133015622 1.0000000180025095e-35 -0.93685814048692939 1.0000000180025095e-35 -0.42445565733332025 1.1107569744011787 1.0000000180025095e-35 0.87707395870045979 1.3264365022561064 2.6861236952522742 1.0000000180025095e-35 0.97723609435511094 3.6863561541855714 3.1117664249846109 0.9504607190545632 2.3422194059015995 2.3195887819936725 5.4579631273128628 6.7447596507476248 -1.580061912640524 -1.3163276726681863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 20 14 -3 22 23 9 10 -7 -6 28 -12 15 16 -5 18 27 -8 -2 -21 24 -1 25 26 -4 -17 -13 -30
right_child=1 5 6 4 11 8 19 -9 -10 -11 13 12 -14 -15 -16 17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=7.3430308772549799e-05 0.00010391764444919583 -5.17127522944069e-05 -2.1350447049981446e-05 -0.00012372322314895787 -0.00017213829874805761 -1.9854518976484227e-05 -3.415007286469229e-05 -4.521785375897174e-05 -8.484159147557377e-05 0.00020409335938200275 -1.4657947862762692e-05 -0.00025820485748616871 -0.0001961736811537583 0.00015233797814139172 -1.0103802497415873e-05 -0.00022172112404205357 0.00015609450674045755 -4.3960688828686684e-06 0.00026479048464828645 -0.00013520764311029753 -0.0003801300565688528 0.00038041554375220206 0.00022116867838231115 0.00025734723167326716 0.0001560020247581279 0.00015606458526398704 0.00057079137821221639 0.0010078854043969485 0.00014189185332403505 -3.6202788247637623e-05
leaf_count=18489 5179 25045 87683 7609 8897 17353 29844 8361 5809 6274 4853 1791 5302 7766 5207 44223 1871 3595 488 22314 487 309 1448 2709 2631 2587 209 40 4183 29375
internal_value=0 -0.0453416 -0.063245 -0.112297 -0.126437 0.0111292 -0.0328094 0.073305 0.0518317 0.078354 0.0381401 -0.0751595 -0.0499468 0.114699 -0.185313 -0.208199 -0.0667287 -0.242663 -0.266746 -0.0889923 0.0868806 -0.159281 -0.00545313 0.122809 -0.0106793 -0.0176788 -0.0248526 -0.277593 -0.0284418 -0.0151507
internal_count=361931 332372 265272 118247 112581 67100 147025 29559 42055 36246 29972 49548 40651 12619 63033 57826 9480 48346 44751 52467 5666 22623 94558 21198 93110 90479 87892 44263 35349 33558
shrinkage=0.000788493


Tree=1638
num_leaves=31
num_cat=0
split_feature=470 464 115 43 1454 1464 1454 1449 264 1463 1454 1461 1467 1456 1451 1454 192 880 1400 264 1465 1452 1452 1451 1452 1458 1450 1465 1461 1451
split_gain=36.1599 54.8461 37.4632 32.3269 37.8113 29.5848 34.2825 38.9429 36.6092 33.9411 39.0611 44.5932 50.6949 37.8877 58.3148 31.9814 31.6374 33.8182 31.2639 30.2984 32.008 30.7621 32.2656 30.1204 30.0058 37.37 33.8215 30.27 30.1234 29.7885
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3947035982071894 1.0000000180025095e-35 -0.80169152520006459 1.5993600128483978 0.67485211051868899 2.2529671283962887 0.38646845251715672 -0.052537044703927886 0.23288809561270282 1.2257192582534573 -0.14455414991617818 3.742879312526544 -0.17514941140794424 2.6579444067051354 1.0000000180025095e-35 1.0000000180025095e-35 1.1005526702613275 3.0032700312607088 2.6851373032125321 2.2210231518875871 0.99496526778696004 2.5044731587832345 -0.36594460794295663 -0.64685131495880988 -0.30577066801761243 0.45980927100075714 1.0519922171908489 -0.25910899813774896
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 19 9 10 11 13 -13 -2 -15 -9 -10 -18 24 20 -8 22 -22 -16 26 -26 29 -27 -28 -12
right_child=5 -3 -4 -5 -6 -7 7 15 16 -11 18 12 -14 14 23 -17 17 -19 -20 -21 21 -23 -24 -25 25 27 28 -29 -30 -31
leaf_value=-0.0014442632669117738 -0.00048349575959600515 -4.4974491679569319e-05 -0.0018032146050284313 -0.0012451171362709459 -0.0001939111843068451 0.00062265533137339157 -0.00063602322546973998 0.0016548845826770307 0.00015206461102245969 0.00023626683932822688 0.0033721777766778679 0.0021050020341786433 -0.00051240234925735266 -0.0022984899864359537 0.006107748635916517 -0.001162160139583151 0.0012060870955941413 -0.00054574439987462909 -0.0020132988141768932 -0.0043321728242997548 0.00091380506040941148 -0.0019367938798989784 0.0053587780353806262 -0.0070783453204382903 0.0033776726888204564 -0.0015021418920162187 0.0047982041464525761 0.0023100864377152129 -0.0010923548573516355 -0.0017865624522053309
leaf_count=7538 59306 89765 8797 14980 49499 11753 25397 2159 28016 39863 306 2440 2495 296 369 828 9443 1945 609 311 1147 421 286 29 487 1494 891 410 173 478
internal_value=0 -0.0422561 -0.0981574 -0.0815369 -0.0567298 0.00447249 -0.00286268 -0.0682397 0.0112526 -0.0112581 -0.0420299 -0.0573532 0.142116 -0.0753454 0.418214 0.15261 0.0644812 0.154586 0.147805 -0.0949703 -0.0869312 0.174801 0.316045 0.888337 0.211474 0.0479424 0.418211 -0.0955698 0.661566 0.0636558
internal_count=361931 170579 80814 72017 57037 191352 179599 30549 149050 109646 69783 64935 4935 60000 694 2987 39404 11388 4848 27562 27251 1854 1433 398 4239 2391 1848 1904 1064 784
shrinkage=0.00589049


Tree=1639
num_leaves=31
num_cat=0
split_feature=785 519 728 727 588 869 921 761 575 791 861 1229 813 934 924 648 704 672 382 1252 1443 544 1249 917 705 1055 580 911 762 3
split_gain=36.0336 35.4763 55.5831 55.2161 57.439 53.1235 55.2618 76.9729 43.5809 41.9003 47.6825 50.9656 40.2754 38.7437 35.6676 34.1621 36.4128 34.0792 33.2515 32.2521 31.7022 31.2752 30.1081 32.3085 38.9319 30.0147 29.7842 29.7301 28.8465 28.8176
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.682906484622256 0.71188872395471614 1.0000000180025095e-35 1.0525743831388839 1.5400801409269973 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 2.1641256470006294 1.0000000180025095e-35 1.8999064755685127 1.8166789435549495 -1.1956137993399691 -0.65546635319905777 1.0000000180025095e-35 2.4192096387169548 1.593744732512876 1.0000000180025095e-35 1.3162207633048641 -0.68229739446570437 -2.0693824626078556 -0.69726048215905656 1.0000000180025095e-35 0.77693903076620996 1.8387373041910313 -1.7352454381566689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 13 -3 8 6 9 20 -5 12 -11 15 -4 22 -7 16 -12 -10 -19 -16 28 -1 23 -2 -25 -15 -18 -6 -8 -30
right_child=1 3 5 4 27 14 7 -9 17 10 11 -13 -14 25 19 -17 26 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0004739272031048659 0.0013844683740345119 -0.00082897081916859293 -0.00036312314762558968 -0.00043728122315505973 0.002065332142047206 -0.00052833515151617374 0.00017144120004178773 0.0017637464457418547 -0.00022433273088568985 -0.00056743616048908745 -0.0016282086975239643 0.0018804993905639764 0.00070384948911118915 0.00045420787100132942 0.00027648059227282568 0.001388003905709087 -0.00021474294432583603 0.0017751502844577452 0.00024256229479131965 0.0050030623936450002 -0.00076737722138934964 -0.00026555857137990297 -0.00056206452939697225 -0.00065646967786441891 0.00059232804111119164 -0.00029135330813019145 0.00051652824241704275 5.7145357447802869e-06 0.012694803631358437 0.0015534837233366122
leaf_count=21198 4038 3763 94773 5895 2790 79939 14910 3368 2630 11003 2150 1865 3837 7890 5154 2316 13658 3131 2453 171 4247 8361 3444 3784 16297 23730 13094 856 22 1164
internal_value=0 -0.0216381 -0.0287539 0.0591502 0.106359 -0.0448674 -0.0224638 0.075275 0.04564 -0.0404161 0.0198205 0.0622374 -0.0665588 0.0320662 -0.0977524 0.0375826 0.0143299 0.141915 0.23508 0.0963957 0.0222483 0.0570244 0.0933455 0.119067 0.0811782 -0.0211579 0.0336205 0.333906 0.0637453 0.373034
internal_count=361931 332372 310854 21518 17755 251671 166407 23711 14109 142696 44086 33083 98610 59183 85264 31218 28902 8214 5584 5325 20343 29559 27563 24119 20081 31620 26752 3646 16096 1186
shrinkage=0.0047375


Tree=1640
num_leaves=31
num_cat=0
split_feature=785 728 1445 852 896 928 692 727 971 954 1023 1452 899 885 77 595 1104 1469 1465 1470 1458 1242 1400 21 746 878 1466 609 528 710
split_gain=72.9769 60.7073 44.8615 52.0448 40.7507 44.918 40.4006 37.6899 31.6109 30.5289 30.3668 29.6372 29.4044 29.6529 29.218 28.9148 27.8497 27.77 27.5164 27.5117 26.9938 26.6916 32.8853 26.5892 26.3631 31.4956 33.8686 30.4857 32.0071 26.7808
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76640973051476358 1.0747610123934368 -0.28794826445342053 -0.52992354128753727 -1.0353775541481285 1.0000000180025095e-35 -0.8891902375834092 0.98873640907070304 1.0000000180025095e-35 0.68011561037582036 0.61042563642583481 -0.92873225317066288 0.76064429937511846 1.0000000180025095e-35 0.37964429882696765 1.4039267167446501 -0.51923091368911811 0.78209301887286675 -0.53528856453620277 3.5578112322456241 -1.020282417857959 1.189441983669046 1.0000000180025095e-35 1.0000000180025095e-35 1.2338320192623506 4.8288533089034589 0.46114165859435363 -0.23646603921104295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 10 16 -1 -9 15 -2 21 -8 -14 -12 -3 -5 -13 20 -11 23 -4 -23 -10 25 27 -27 28 29 -7
right_child=1 9 11 6 -6 24 12 8 18 19 14 17 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.1662829527948665e-05 -2.628752916275829e-05 -6.6540595253149407e-05 -8.1123087752969051e-05 -0.00023406378688406373 -4.4408600407722535e-05 -0.000294610175943724 4.27953844524135e-05 -0.00010984621397027556 -0.0002592604898862805 0.00010889954255611205 6.5036074856709785e-05 4.9203216661014694e-05 -0.00027554692849670909 0.00019074033203815327 0.00021959974929908863 -0.00015930306471078208 0.00012696251256886406 -0.00059221373710836107 0.00017552778237634302 -0.00017014164819876591 0.00010269806535530317 0.0014206164982770227 -1.4302373360871526e-05 0.00036350522968284959 1.3192495635109342e-05 -3.6927714148850171e-05 0.00026043076715796153 0.00036047183137932065 3.5498086952253318e-05 -8.2996734689971623e-05
leaf_count=12551 6980 74427 52055 1931 74776 5852 12474 1561 1196 4512 14016 8655 358 6874 3653 19547 788 324 10407 1449 3625 68 144 219 25853 10346 983 277 2108 3922
internal_value=0 -0.0408745 -0.0228621 -0.0063558 -0.021675 0.0134765 0.0865249 0.0699925 0.137314 -0.0945342 0.0863241 -0.0806588 0.117811 0.221983 0.131573 -0.106958 -0.162823 0.0440488 0.167862 0.0611346 0.0373756 -0.103409 0.728548 -0.215986 -0.0248575 -0.0840429 -0.0105443 -0.181641 -0.206233 -0.275797
internal_count=361931 332372 232437 171191 148766 73990 22425 29559 17008 99935 24649 61246 19706 7232 17669 93974 2719 8979 15447 5961 5040 52267 212 1415 49341 23488 11329 12159 11882 9774
shrinkage=0.000757875


Tree=1641
num_leaves=31
num_cat=0
split_feature=1423 1426 1429 1036 21 1425 747 683 1466 428 982 1169 1465 276 294 681 1457 1440 970 481 131 602 471 1463 1465 799 835 878 540 1452
split_gain=35.9417 37.1308 35.5705 37.518 33.9472 34.9368 38.691 40.559 31.3907 34.8261 32.3852 31.7773 32.6968 30.3002 28.0581 29.0964 27.9431 27.9498 27.7886 29.2439 27.0848 27.1912 27.0317 31.3028 31.4853 27.8233 31.6289 28.1031 27.381 30.627
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.10116745471908 -0.13431221002227373 -0.49854827941355384 2.9062597313169154 -1.3831318875547542 0.4267932804440957 -0.63505054966787111 3.2926812086428403 1.6483035930306678 2.6851373032125321 1.7404623476930527 0.36828056311239343 1.0000000180025095e-35 -0.21045860072163367 1.0000000180025095e-35 -0.33482593523350052 2.3025960977601807 -0.37314326152536875 1.0000000180025095e-35 -0.93081268283970298 0.94170239728407068 0.57942899407087378 -0.58454210970522613 -0.82346294330616809 1.6473864309851525 1.6305215107933637 0.64630234182991153
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 16 8 -6 7 -7 9 -1 13 12 -10 14 15 -11 17 -3 -4 -20 21 -2 -9 24 25 28 27 -27 29 -24
right_child=20 2 18 -5 5 6 -8 22 11 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00038878649873434512 -0.001317549480089722 -9.5257410518687443e-05 -0.00012436922784221882 -0.0023156445523050437 -0.00036475780337836427 -0.00073419481952341622 -0.0020276139627361718 -0.00061400503012697539 0.00074538625164120864 0.00052466517437466088 0.0047620522402846144 -0.00081689461773988233 0.0027888572207951413 0.001688742301707547 -0.00034182968657146752 -0.00079148440768493622 0.00034198187068820517 -0.0013555206987641193 -0.0009067699765255582 0.0011087993772642775 -0.00016067111692031307 -0.0003780034359978566 0.0012619577376272208 0.0011909925692241126 0.0010787987160854593 0.00089002937288136606 -0.00026864437331837454 -0.0014769903056140307 -0.0017302726460406775 -0.0013130801060685082
leaf_count=17290 13872 25396 18894 1393 38611 8228 1212 5135 14281 27586 236 2323 1148 2355 11520 3559 26016 4038 27793 1157 44294 16697 6279 5255 5418 6382 23433 758 610 762
internal_value=0 -0.00314989 -0.0394573 -0.00191088 0.0151058 -0.0108368 0.0195778 0.027069 0.0502095 0.025373 0.0560273 0.129994 0.160802 0.0514996 0.037945 0.0711785 0.00665883 -0.0427054 -0.0900026 -0.14113 -0.0632817 -0.127497 0.0463671 0.0609925 0.0417799 0.0198811 -0.0085557 0.111608 0.136018 0.173433
internal_count=361931 287068 104687 56843 182381 102083 63472 62260 80298 62546 45256 17752 15429 45020 42665 31145 55450 29434 47844 28950 74863 30569 54032 48897 43642 38224 30573 7140 7651 7041
shrinkage=0.00566176


Tree=1642
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 516 143 578 561 828 1242 791 513 758 354 947 1168 1148 647 590 570 520 726 896 660 50 597 1421 272 63 45
split_gain=81.7192 67.359 48.4239 43.7735 40.9494 37.9939 36.2677 35.3867 33.1693 32.4573 32.1401 39.7008 35.0098 33.5567 33.6423 34.5036 31.9349 31.9106 83.0416 33.4897 31.5098 31.2575 42.9758 41.6362 31.0556 31.0402 29.7419 29.7274 29.7482 42.5749
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 1.0000000180025095e-35 -0.72319605263816955 -0.87905496296652397 0.40910772639584253 -1.0536780337889886 3.5578112322456241 1.0000000180025095e-35 1.0454229551509682 0.9327048103557759 1.3851549945161543 1.641280574724302 2.2727542560442529 0.85514867284464147 -0.87782724458594241 0.58895901036483078 -0.48460852809644533 1.5103007336851382 1.0000000180025095e-35 0.73822046824604237 0.26872683687560334 0.55630078546380823 3.1596628491584919 1.0107116206971127 1.6568181847307961 -0.64169633322170971 -0.4851739300165801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 7 -6 -5 9 -8 -2 13 -12 -13 14 15 16 21 18 -3 26 27 23 25 -7 -21 -23 -19 28 -10 -30
right_child=1 17 -4 6 5 10 8 -9 20 -11 11 12 -14 -15 -16 -17 -18 19 -20 24 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00015467360415935723 -2.2544925456455518e-05 -9.3527632519509155e-05 -9.4147028624021832e-05 0.00027368678532487174 -5.4940700574983462e-05 1.0559339932474104e-06 -0.00018970046240390946 -0.00011687240690628281 5.4155134239998497e-05 0.00079536409326807014 4.3942573638133495e-05 0.00028276825568577044 -6.0702256232895737e-05 0.00014370564430748721 -0.00014465501297017467 -0.00021878838850987269 0.00010816559893801277 -2.2768143183658062e-05 0.00043403913149250205 -0.00016202950568010315 -0.00012785890964065477 -1.4330038969072647e-05 -0.00020326808270013693 0.00027615689677696774 -4.731794053845492e-05 0.00042317678465969436 -0.00026605559807249134 -0.00013855577170106319 1.1734997399439193e-05 0.00029442531978207036
leaf_count=3225 57429 4821 35150 3439 25353 5571 1661 23360 8832 183 20431 4658 1262 6135 5119 2963 10380 30285 1384 46478 2203 26337 4730 2864 13882 512 3085 1608 2686 5905
internal_value=0 -0.041091 -0.0221207 0.0761316 -0.0098665 0.014771 0.102757 -0.0503116 0.0730214 -0.0223346 0.0341822 0.0966939 0.240215 0.00895074 -0.00616824 0.0100789 0.0213179 -0.0975139 0.0619222 -0.110154 0.0953348 -0.00639286 -0.0372937 0.106138 -0.14659 -0.00549234 -0.0475063 0.1227 0.147402 0.234201
internal_count=361931 332372 232437 29559 197287 116315 26334 80972 22895 57612 90962 26351 5920 64611 58476 53357 50394 99935 6205 93730 21234 40014 31579 8435 60360 26849 33370 19031 17423 8591
shrinkage=0.000887971


Tree=1643
num_leaves=31
num_cat=0
split_feature=545 785 1442 319 705 992 21 810 609 1097 713 1096 21 681 566 322 460 1024 1454 1453 1467 1450 1458 1454 1465 1459 1458 1463 1453 1465
split_gain=70.6773 65.0102 50.8888 45.8414 46.1835 42.4165 40.1491 46.5782 39.5001 39.1127 39.6573 38.867 36.2437 40.2094 36.1113 35.6528 33.0238 32.906 34.3937 35.1299 51.4847 57.5838 50.385 49.7626 62.4404 41.1967 41.1007 36.021 35.1096 45.1881
threshold=-1.0372938969678034 -0.86283290253235112 -1.2625182715263061 2.3683501136148597 0.99715813669032338 0.6146227839635201 -0.32341995197817647 1.0000000180025095e-35 0.98843275535716713 -1.2571877020351898 1.0000000180025095e-35 1.3185420132932633 -2.9709283393608152 1.0000000180025095e-35 2.3824772829776841 1.0000000180025095e-35 1.4788238215056537 1.3727948663943095 -0.2363894608792538 0.090414289886247015 -0.42189260964277353 0.65409016230270667 0.24391125146464598 -0.58754815837321106 0.018058328544225215 1.1875571719422735 0.036661978097680334 1.1779567482289683 1.257127198603895 0.14486519861544186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 9 15 4 6 14 7 11 -9 -2 -11 -4 -1 -14 -6 -3 -13 18 19 22 21 26 27 24 -22 -25 28 -8 29 -21
right_child=1 2 3 -5 5 -7 17 8 -10 10 -12 16 13 -15 -16 -17 -18 -19 -20 20 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053950359235556454 -0.00014618058041096046 -4.2959869663049954e-05 3.2470119111982653e-05 -0.0001833153754308161 7.3272668493458483e-06 0.00018515503508991667 -8.4251158894336792e-05 -9.6695904690580745e-05 0.00021725905693371325 -0.00015491984152775614 0.00012000311451544329 0.00025219166114918236 -6.6083556395549789e-05 -0.00020689472241120196 0.00030236712366537829 -0.00017477229030751619 -0.00030926898529401144 -0.00014360658506154989 3.3449987999271277e-06 9.3775760720539271e-05 7.5863266176591078e-05 -0.00090449355828028802 0.00013241910186904385 -0.00049978465468747998 -0.00058680072477122877 0.00036533749455070435 -0.00048430968864765403 0.00030087608436933698 0.00047954088656007186 -0.00042354076043427764
leaf_count=304 2486 22584 34045 7741 27050 6811 26465 16338 1534 2059 21790 4579 79078 14677 1294 16598 470 12295 45900 3487 2035 292 4983 3234 750 186 592 874 599 801
internal_value=0 -0.01364 -0.0255984 -0.0128482 -0.00735514 0.0611996 -0.0237596 0.0236926 -0.075089 0.0858367 0.112119 0.0643672 -0.0917202 -0.0951824 0.0258874 -0.10741 0.239224 -0.0492928 -0.0360879 -0.0806321 -0.183416 -0.0350275 -0.0432393 -0.325716 -0.10711 -0.508607 0.0130274 -0.0817235 0.0764038 0.00420358
internal_count=361931 267872 241537 202355 194614 35155 159459 56966 17872 26335 23849 39094 94059 93755 28344 39182 5049 102493 90198 44298 11976 5771 32322 6205 2785 3420 5479 27339 4887 4288
shrinkage=0.00087056


Tree=1644
num_leaves=31
num_cat=0
split_feature=1371 50 332 141 144 836 1357 659 789 519 727 1467 1470 1179 1467 1116 606 1154 1463 1089 409 886 59 693 710 352 1429 630 1460 1029
split_gain=35.3809 34.792 54.4385 31.8296 28.4387 27.9044 32.0607 30.4717 28.0966 30.3249 29.5207 27.6893 26.8196 31.3792 26.5568 26.1995 26.1628 26.1556 28.9232 27.1988 30.3703 27.0087 25.9494 25.5653 27.4125 36.0793 25.1446 29.5277 26.4537 27.5487
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.33114154060000872 -0.33957554213571883 1.0894132715996734 1.3962008022525787 -0.65794869715300641 1.1248358748350926 2.1420547332082829 1.0000000180025095e-35 4.808695702623436 -0.022120865995796931 -0.29512607637470384 1.5815791658356655 -0.22988401159848601 2.1543936751333881 1.0000000180025095e-35 1.4334175752012324 1.3034552812289562 0.54060196115873249 1.3656841161399589 1.0000000180025095e-35 -0.6391716343615429 1.3536697095467554 0.38680251030252566 1.13172262110474 -0.76515813422126111 0.085279704578113361 -0.36620993273385999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 6 8 -7 9 14 -11 22 13 -5 26 -4 -9 19 23 -2 -21 -20 -8 -19 -25 -26 27 -3 29 -29
right_child=17 5 15 4 -6 7 11 16 -10 10 -12 -13 -14 -15 -16 -17 -18 18 21 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0011502460246122885 -0.0012144112497830344 0.00075495472912262345 -0.00029226378968166057 0.0020431754468387365 -0.00068246426742786873 0.00082745673281236836 0.0001760936525728922 -0.00061278462132725202 -0.00036453757319586524 0.0001605490531580034 0.0019643893037890083 0.0074282794005646659 -0.00059118019235182681 -0.00018895345831076079 0.0011221045458059823 0.00026775460141473001 0.0027606369843377293 -0.0012649000622417519 0.0010418198182619131 0.0012743497329486637 -0.0054883944476016022 0.0075958377076374064 -0.0012406733864533206 -0.0002489927796450251 0.00011878359235005061 0.0051141069768558664 -0.00042475888406730191 -0.0003387535743763289 0.00062045844550890066 0.00037238229464739572
leaf_count=29237 21167 20969 36461 3509 25339 4151 5646 22600 14635 3131 4141 82 5747 3256 6771 38349 471 6714 1827 1804 253 150 8198 15045 869 488 14061 28771 17035 21054
internal_value=0 -0.00560359 -0.0344673 -0.0950405 -0.0492222 0.0143483 0.0266655 -0.0490715 0.0364059 0.0477309 0.17663 -0.0833723 0.0465203 0.14591 0.0380958 0.00192892 -0.07968 -0.0776097 -0.0277433 -0.145792 0.102674 0.23075 -0.0930092 -0.0529261 -0.00580893 0.289482 0.028945 0.0418762 0.0190758 -0.00694176
internal_count=361931 313614 141898 67088 37851 171716 144494 27222 130568 115933 7272 13926 12512 6765 108661 74810 23071 48317 25093 23224 2057 1977 13844 23116 16402 1357 101890 87829 66860 49825
shrinkage=0.00676632


Tree=1645
num_leaves=31
num_cat=0
split_feature=1431 1150 1425 1430 417 779 1469 1452 705 1459 1449 1458 890 710 693 50 1368 629 147 1470 984 834 885 278 704 767 547 291 1451 209
split_gain=35.5461 32.7266 30.7383 28.7977 27.3505 30.4254 28.3707 37.4561 28.288 30.921 28.8431 27.7467 27.6005 29.0164 50.8602 27.0335 26.5438 26.3244 25.3637 24.7841 33.7803 32.0083 24.7461 24.5889 27.3498 26.8641 28.3488 27.1366 25.1167 24.4662
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.54622893720785959 0.010950138188642858 -0.49889865862810595 0.42433792593615 0.75260204243716256 0.90721770011872871 1.8921119088243248 -0.007362941269655302 1.0431849131700892 -1.3230736206490437 2.6836545729379284 -1.517863073859208 1.4829784501753427 2.7867186816414384 -1.3786504836497775 -0.068881575837900333 0.26566155358955823 0.93177101755727243 1.3963992400794327 5.4658443334279108 -0.41438093111325908 2.3619500551345376 1.0266067165341717 3.113643367141731 0.81872043640250081 1.7901640241170054 -1.0573369817776388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 19 3 18 5 -1 12 11 9 22 -11 29 17 16 -15 -5 23 -6 -3 21 -21 -2 -7 24 -14 26 -25 -27 -26 -8
right_child=1 2 -4 15 6 8 7 -9 -10 10 -12 -13 13 14 -16 -17 -18 -19 -20 20 -22 -23 -24 25 28 27 -28 -29 -30 -31
leaf_value=0.0001531506551903286 0.00014338242671373713 -0.00058097830508204568 2.8587121119915498e-05 -0.0003293405543806446 -0.0022826082650898075 -0.00049471331418802654 -0.0015052135807216943 -0.0020003660354651299 0.00017548163750788471 0.0020846506964600185 -0.00029442241036484895 0.0020322554151199009 6.2606824898781975e-05 -0.0009465825338827355 0.0050079442910357739 0.0021617094108541189 -0.0010370009777072847 -0.00010815618143670195 -0.0014411230784136908 -0.00025519594944783611 -0.0016570867358059039 -0.00095368294159791332 0.0057409583022640948 0.00071447290608663851 -0.0048303360194390651 0.00029767059859729314 -0.0021515387933688365 -0.0014038222819699163 0.0059140433129811001 -2.867629795872359e-05
leaf_count=42340 52543 15482 12136 6535 1225 56707 2269 2049 16244 1337 1592 820 16182 356 420 679 1788 10522 15423 27802 3846 5112 73 34624 294 5081 719 1646 29 26056
internal_value=0 -0.0440051 -0.0980137 -0.136974 0.00381576 -0.0206544 0.0291961 -0.0284141 -0.0487813 -0.0736236 0.14067 -0.00999499 0.0519771 0.0686812 0.464214 -0.00719068 0.063204 -0.0546836 -0.176944 -0.0187811 -0.0725107 0.0093881 -0.086959 0.0712402 -0.00109967 0.0977967 0.121596 -0.0227658 -0.643933 -0.0227059
internal_count=361931 139558 50255 38119 222373 118293 104080 31194 75953 59709 2929 29145 72886 61139 776 7214 60363 11747 30905 89303 31648 57655 56780 58575 16505 42070 35343 6727 323 28325
shrinkage=0.00555074


Tree=1646
num_leaves=31
num_cat=0
split_feature=181 869 797 1361 1160 436 73 561 588 710 816 789 1230 340 705 774 1253 995 1423 1329 1470 1442 1299 1392 698 885 953 1469 566 320
split_gain=34.6236 31.0698 40.5058 36.9489 45.6653 31.6554 27.985 27.8047 26.9827 36.6318 29.9817 26.504 25.8081 27.9643 25.7256 28.7838 27.2089 27.2199 26.1171 25.9299 25.594 25.5537 31.9683 26.8118 26.7385 25.2195 25.1896 25.1433 24.8221 24.743
threshold=1.0000000180025095e-35 -0.57653763495970078 0.63961785378869596 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1801114503488062 2.0734653547192976 2.250834115212506 0.24291312034094031 0.98567350059335823 1.1248358748350926 0.38564141960353587 2.6624470928684718 0.62026487867602198 1.5317718715476969 -0.74322427047585415 1.2752139880854652 1.0000000180025095e-35 0.15171680011594094 1.2078533108621594 0.2363784148266897 1.3882238010523584 2.4301502551232241 0.68752700196120309 5.4658443334279108 3.6501159702170551 -1.3263328046252252 0.54452982816004791 3.1329729150046788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 21 6 28 11 9 10 -4 14 29 -14 15 18 -16 27 -1 -17 -7 23 -23 24 -3 -11 -10 -18 -5 -6
right_child=-2 2 8 5 12 20 -8 -9 26 25 -12 -13 13 -15 16 19 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00022248669298938835 -0.00033622632954668504 -0.00160346119365449 -0.0011431543383105757 0.00021183735995978129 -0.00022758259615289009 0.00052989500777965198 -0.00070484086206275786 -0.0011393359589755719 0.00094817402558274911 0.00012112397921232478 -0.0002683154796501637 -0.00047977513093110959 0.00049636368412414383 -0.0030344385219851873 -0.00029801139655197652 0.0018804246642067889 -0.0074673528358256596 0.0021650686855568409 -0.00077441867836839848 -0.0010423929840120531 -0.00038279493892798939 -0.00012883481811133406 -0.0014334368066557777 0.0042005042217513359 -1.1812311830970203e-05 0.0093836252938485146 -0.0053993399731863531 0.0007817071314042516 -0.00030794603033236034 0.0026612307306387501
leaf_count=23845 75166 12213 16634 46178 32240 32611 8565 2319 2131 7979 9458 5453 13169 412 3072 2039 54 2142 5260 542 5181 19330 3701 204 3123 29 77 10716 17711 377
internal_value=0 -0.00211007 -0.0140371 -0.00119958 -0.0398001 0.0240889 -0.00300376 0.0441851 -0.0845581 -0.102638 -0.145429 0.0536986 0.00307736 0.0771348 0.0705149 0.0331818 0.13989 0.180115 0.0120633 0.244245 0.0751798 -0.110885 -0.0653902 -0.210527 -0.225973 0.0319722 0.13203 0.136706 0.0117974 -0.0342125
internal_count=361931 286765 231323 195015 84769 110246 72454 55442 36308 34100 26092 53123 46198 13581 47670 31686 15984 12912 29105 2581 37792 38571 23031 15540 15336 8008 2208 10770 63889 32617
shrinkage=0.0054419


Tree=1647
num_leaves=31
num_cat=0
split_feature=476 959 785 112 660 585 633 574 1470 498 564 705 487 728 566 726 930 519 541 290 734 878 917 1218 21 1022 625 620 513 564
split_gain=67.3057 68.8166 63.873 54.4762 45.8843 45.8823 53.1145 59.1642 42.665 41.122 74.8009 40.7723 40.5715 40.0584 39.2651 44.8551 42.0567 37.7183 37.0957 36.035 35.5261 35.5167 41.8622 37.5341 33.6229 33.5796 33.1492 33.1284 32.4228 32.2924
threshold=-1.0099296266851885 -1.2907225086880219 -0.86283290253235112 2.2718117149406565 -0.72421686037558375 0.59573659850611882 1.9976441459236287 0.6251511886302028 -1.1535394197080833 1.7244653442151952 1.8264116105874431 0.62026487867602198 0.35570349484642388 -0.49008176997875957 1.8619965878080877 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 -0.55676187874653171 1.3774374262770357 1.968508212070009 1.0000000180025095e-35 4.3127385003387806 3.9048232315577729 -2.7818205974049124 0.67527595557081987 -0.62240508625585 0.88084169889549835 1.0454229551509682 1.8888677277813357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 8 13 4 11 9 29 -8 -2 14 19 -4 18 -3 15 16 -6 20 -1 -11 21 22 25 -23 -14 -17 -26 -13 -16 -7
right_child=1 2 3 -5 5 6 7 -9 -10 10 -12 27 24 -15 28 17 -18 -19 -20 -21 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=1.7701111479915707e-05 7.9052876126282784e-05 -0.00013375275840693537 -2.1019382676120835e-06 -0.00017741252593262143 0.00014311033877767039 1.1519668486853154e-05 -8.8180689207267726e-05 0.00036494569894073042 -0.00011854357783468362 -5.3192693866009586e-05 0.00046654020937305751 6.5407159856561289e-05 0.0005481570362566476 0.00010320498032831952 5.489552985526674e-06 -0.00018007928493158842 -5.3191314113404178e-05 5.4483383854049518e-05 -8.2398637395551751e-05 0.00029995766131140012 0.00010235608928279036 -6.9924148632530088e-05 0.00096093365466385402 0.00060390641920684467 -4.5850936624891066e-05 -1.8451492887896574e-05 -0.00018068479280148163 0.00025424984648096547 0.00027974500904361858 -0.00050637463074200233
leaf_count=21047 4220 2402 33312 8362 5326 32095 1340 2314 34014 5631 1120 16065 207 21844 5012 29772 7809 4960 37166 873 2601 36731 99 204 11167 4494 26969 2901 1464 410
internal_value=0 -0.0149431 -0.00217766 -0.0151723 -0.00893512 -0.030002 0.0360637 0.271625 -0.114714 -0.0535494 0.097831 0.0438459 -0.0901016 0.100432 -0.0660426 -0.0788667 0.0351729 -0.100096 -0.0524469 0.00426123 -0.114484 -0.124699 -0.183961 -0.0812801 -0.160589 -0.189163 -0.16809 0.118395 0.0863935 0.00696925
internal_count=361931 265375 227141 202895 194533 142255 36159 3654 38234 106096 7624 52278 96556 24246 98472 91996 13135 78861 58213 6504 73901 71300 34365 36935 38343 34266 38136 18966 6476 32505
shrinkage=0.000804263


Tree=1648
num_leaves=31
num_cat=0
split_feature=184 746 878 959 705 706 871 484 1240 50 12 970 263 152 785 498 1367 1449 372 1124 1185 852 354 927 207 1007 1462 1324 497 705
split_gain=33.9967 33.4148 28.0263 28.4886 29.5391 26.989 26.7679 26.4453 25.9239 25.6927 26.3545 31.9816 26.1196 26.0834 25.4165 26.3661 25.3177 26.3956 24.6303 29.2152 29.5177 30.5584 29.5925 27.8039 25.5089 30.6885 26.2554 25.1349 24.6541 32.4265
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2907225086880219 1.5624980237117756 2.1164963568036277 1.0000000180025095e-35 0.34365301367353634 1.0000000180025095e-35 1.0000000180025095e-35 1.0501680847246349 0.69315239340712365 1.0000000180025095e-35 3.2780187135401602 -0.86283290253235112 2.3761431599641116 0.61047007421192445 3.6725314242296441 -0.89164644713046382 -0.52753887707662517 -0.31466214285397442 1.0000000180025095e-35 0.20089120439563368 1.0483613175537825 -0.73597951277934481 -0.58509654268748301 1.4481397759782462 0.43956639473062592 -0.63616317762557151 0.9500464794385356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 -2 16 6 8 -6 9 12 11 13 -3 -11 -1 18 17 -5 28 24 22 27 -21 -23 25 -20 -26 -22 -16 -30
right_child=1 5 -4 4 7 -7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 19 20 21 23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00048745184107276327 -0.0025107852546992241 -0.0017406877091077988 -0.00030437792116884394 -0.0012014025826427024 0.0037712321653871088 0.0015779396763292725 -0.00075576591999792467 -0.0042757060046003711 0.0004957048689642246 0.00020577198236306971 0.0015733283001955342 -0.001168615113714666 -0.00032919418343430035 0.0077208076715847458 -0.00046222859326865395 0.0012799503388596497 0.00078064349810302608 0.0048374358177458122 0.0010665109778804709 -0.00032822937682615712 -0.00052207480793629163 0.00053571275626751718 -0.0012048232137314887 -0.00093676487507130001 0.00018582908661796504 -0.00073859391741009641 0.0013337719538389612 0.00020097186919051599 0.00034480984239588928 0.0018763983840172146
leaf_count=20095 7585 4944 35070 20406 626 2101 14380 204 14162 15098 2124 4364 13240 69 7025 2895 1815 156 2195 36489 29771 19742 11743 2513 44014 11215 3884 14471 16437 3098
internal_value=0 -0.0434134 -0.0886245 -0.160323 -0.125176 -0.0113171 -0.0190611 0.371273 0.00151955 -0.0298722 0.0199371 -0.00642424 -0.0970916 0.0393709 0.00383315 -0.00394863 -0.144894 -0.177524 -0.00711936 -0.0164353 -0.0380485 -0.00869796 -0.082812 0.0554106 0.0221169 -0.065615 0.0452014 -0.0438256 0.0589702 0.0969145
internal_count=361931 136344 65862 30792 23207 70482 68381 830 54001 39839 21655 19531 18184 15167 225587 205492 22377 20562 202597 176037 114729 66497 48232 22255 61308 13410 47898 44242 26560 19535
shrinkage=0.00637606


Tree=1649
num_leaves=31
num_cat=0
split_feature=21 915 401 1449 785 727 652 588 728 869 650 719 1462 500 1452 45 1180 927 906 602 686 16 971 351 771 1035 495 710 771 900
split_gain=33.6643 34.5822 33.7337 33.4132 32.9052 31.5728 31.337 37.5181 33.2985 35.5855 33.88 31.33 30.8228 30.6201 30.4995 28.7026 28.0801 27.5358 27.4892 27.61 29.4655 27.2549 29.2166 26.8568 29.5062 29.0975 26.7935 26.5789 28.0531 29.2468
threshold=-3.2545899522946695 0.35539985303639915 0.66778437295061321 3.0182001278972974 -0.86283290253235112 1.0000000180025095e-35 -0.55024281929118113 2.250834115212506 -0.49008176997875957 1.0000000180025095e-35 1.253152870847948 1.0000000180025095e-35 0.64216061943476632 0.44645613106682785 -0.0068002104804352915 1.0000000180025095e-35 1.9872037219500813 1.0483613175537825 0.10862943175569685 2.6455866734826223 0.45089741549439122 -0.83196480264313533 -0.4610442801722402 -0.54717598597703132 -0.4642911335437328 1.2401473256774929 -1.2356503748313998 2.2715054174694553 -0.11819990160215034 0.24550582840614629
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 4 3 13 5 17 26 8 10 16 14 -9 -1 -3 -8 21 18 -2 19 -10 -21 -16 -23 24 25 -12 -6 -28 29 -29
right_child=1 2 -4 -5 6 -7 7 11 9 -11 23 -13 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0042938242156919096 -0.00031464190532852146 -0.0003600332065485279 0.0001918830709905242 0.0018757188060817191 -0.0010582290516746441 0.00082344108101333163 -0.00050184388814971466 0.0010926980515433035 9.5256171451899171e-05 -0.00065013993409088785 0.0012907772070884719 -0.00028330077507708156 0.0034977139569177546 -0.0011002408693261525 0.0014514436696339774 0.0016349114995012398 -0.0013284178247355621 0.0016029166441046548 -0.00046465815113562323 -0.0019440881611782397 0.0034185205981484175 -0.0018102502717065449 0.00030681162901703094 0.00030820181332479816 0.0033855618034664453 -0.0043495748721092947 0.00012826681500156361 0.0022826965255328285 -0.00097051097403346798 2.4415191397345915e-05
leaf_count=89 8874 41504 14334 942 3713 14065 13474 5810 55445 46065 2005 4630 627 18562 1592 2270 4308 1170 29317 1635 169 1831 2729 5652 1073 200 74976 2598 850 1422
internal_value=0 -0.0126549 -0.0599246 -0.0886646 -0.00186398 0.0735089 -0.00977328 -0.0277542 -0.0370146 -0.0536092 0.0284427 0.0951498 0.444807 -0.0970568 -0.0189392 0.0831859 -0.028933 -0.0136822 -0.0208339 0.00698357 -0.249893 0.00141851 -0.086095 0.143775 0.308322 0.142484 0.0251142 0.032683 0.187494 0.263452
internal_count=361931 361215 75342 61008 285873 24109 261764 178205 167765 136939 30826 10440 716 60066 21896 8422 90874 10044 86566 57249 1804 6152 4560 8930 3278 2205 83559 79846 4870 4020
shrinkage=0.00577499


Tree=1650
num_leaves=31
num_cat=0
split_feature=888 1454 1458 21 1464 1464 1458 1470 1465 1468 1465 1462 1465 21 1462 1465 1469 1468 1457 1455 1454 1462 1450 1453 21 1454 1449 1449 1465 1453
split_gain=32.535 30.8295 31.3306 41.2466 37.4309 82.3276 61.1707 57.2266 54.2985 47.7038 61.482 75.364 61.2136 73.9328 53.8378 50.746 50.2349 49.5151 48.166 47.5978 47.2645 59.2478 50.6745 48.145 47.9053 47.0676 46.4209 61.4237 60.0342 43.7881
threshold=1.0000000180025095e-35 -1.0640499357927207 1.8460070869938618 -3.2545899522946695 -0.46492268522126184 -0.42913060951834736 -0.24405659694353735 -0.62922350457312126 2.6851373032125321 0.29530843783491928 0.56487967955244278 0.79865288842650972 0.66861085197629533 0.81122649975724037 -0.042537821935606991 0.43689596626273214 -1.0706168552173836 0.33149534616091186 0.65078176182541914 0.59295168827627476 0.54504201778324368 0.41759252774457617 -0.53388413047336081 -0.05502611741267005 1.9458729514926574 1.0692506903199488 0.075308567821545588 0.28981675053332695 -0.063611481550710794 0.35229435170537382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 8 -8 9 10 15 29 13 14 16 20 -11 -15 -18 -14 21 23 24 -5 -23 -10 -25 -28 -29 -12
right_child=-2 2 -4 4 5 -7 7 -9 25 12 11 -13 19 17 -16 -17 18 -19 -20 -21 -22 22 -24 26 -26 -27 27 28 -30 -31
leaf_value=-0.0032485735389903444 -0.00039680848104713145 0.0031859684417229529 0.00048159285149557607 -0.0006021976195155187 0.0033618295552138274 4.0172457358064989e-05 -0.00042256703069219027 0.00035219584274884849 0.0036945664375656493 0.0017585283110647921 0.0020063530292822609 -0.0023816616480694785 -0.003430696203496543 0.0079098511323384621 0.0011112742256807707 -0.0035826845816043632 -0.0017644589319964149 0.0014961523856334333 0.0011265158932045555 0.00057233402781075985 -0.0020575534547038012 -0.0017073752046509211 0.0012618262115819427 -0.0022740285590107834 0.0044648979816060141 -0.00077070944066347507 0.0031735904948084581 -0.0024979845150298395 0.003322798944541289 -0.0004282417787438365
leaf_count=527 46198 503 14523 23854 855 175979 21110 36669 695 857 2668 1031 1244 127 2986 1123 5607 2830 1060 592 4410 2029 3359 6537 222 482 547 1426 285 1596
internal_value=0 -0.00361605 -0.00279707 -0.0082212 -0.00938134 0.0114629 -0.0406201 0.0124132 -0.0907567 -0.10105 -0.137836 0.0853053 0.0111376 0.066072 -0.038279 -0.169488 -0.155716 0.349224 -0.237729 -0.379259 -0.156574 -0.129736 0.082924 -0.171443 -0.209316 0.355298 -0.324529 -0.0441231 -0.266808 0.214212
internal_count=361931 315733 315206 300683 300180 176834 123346 57779 65567 64390 49087 5295 15303 13467 10510 43792 7524 2957 6667 1836 42669 38259 5610 32649 2251 1177 8795 2258 1711 4264
shrinkage=0.00523059


Tree=1651
num_leaves=31
num_cat=0
split_feature=785 728 1431 727 427 852 1238 20 277 284 971 706 333 595 1189 155 9 1465 1458 21 629 1331 148 338 1325 595 490 972 843 1390
split_gain=64.3695 61.043 40.7668 39.4832 34.8073 37.6695 39.7797 35.3753 33.6614 32.7508 31.6164 30.289 29.5239 30.3649 27.05 27.4054 28.199 25.8795 25.8676 26.2118 25.8603 34.6206 25.559 37.3435 25.4807 27.1307 26.0709 25.1896 27.4762 25.3998
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 -1.2544068337130054 1.0747610123934368 1.6236383842237581 -0.57417801169028782 1.9062264005689884 -0.029784051259337831 -0.8891902375834092 0.49717953014121424 1.0308016862606064 1.0000000180025095e-35 -1.0096337021262032 0.85791629766231614 -0.6406388568692617 -0.51923091368911811 -0.53528856453620277 1.189441983669046 1.084337816590623 2.9070770062661153 1.3804050112346873 0.84835182578422852 -0.68688066482863919 2.3732793974093203 0.90768501821798986 0.44885821426093508 1.2959241191290178 1.1442591870756205
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 -2 7 9 -6 27 -7 -5 -11 13 14 15 16 -3 18 19 -12 -15 22 -22 -24 -4 26 -26 28 -9 -29
right_child=1 12 24 10 5 6 -8 8 -10 11 17 -13 -14 20 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-2.0324050295248432e-05 -9.8215732554960235e-05 0.0002447097477539245 -0.00017797175322780093 -0.00013242264616549087 3.115495378143814e-05 1.1620793391921109e-05 -0.00020655194436654595 -2.2053236575153639e-05 -0.00019419583453311024 0.00018793158353450515 -0.00029841016570607477 -0.00015570336498731539 5.7628501193663257e-05 -0.00022885029195713724 -9.2876249482188675e-05 -0.00021502997372272091 -1.6152072099981978e-05 0.00020109454095379331 0.00011898891005037217 0.00042701433709886469 -0.00012501346700652944 0.0012182616470847493 -7.3645570672263382e-05 0.0015934223716383587 -7.8611866417819024e-06 -0.00053794496828612332 -0.00019496769336580346 -9.7681077193059144e-05 8.15790130730533e-05 6.3471211007365066e-05
leaf_count=12551 19225 2925 11894 1561 46437 9835 2193 63223 5363 9677 1196 958 5744 16851 63831 2117 5731 10407 3625 219 2328 99 222 87 18019 730 4507 25373 10416 4587
internal_value=0 -0.0397452 -0.02165 0.064614 -0.0103912 -0.00190023 0.077149 -0.014537 -0.0364636 0.101858 0.13375 0.178504 -0.0936307 -0.105464 -0.0858436 0.030956 0.0896866 0.164406 0.0376331 -0.210663 -0.21114 0.0309346 -0.0388235 0.673746 -0.0989105 -0.0568018 -0.0450726 -0.0282717 -0.00690016 -0.0828924
internal_count=361931 332372 232437 29559 197287 178062 22663 155399 108962 20470 17008 10635 99935 94191 74604 10773 8656 15447 5040 1415 19587 2736 2637 309 35150 23256 22526 103599 73639 29960
shrinkage=0.000887971


Tree=1652
num_leaves=31
num_cat=0
split_feature=545 785 1442 125 660 710 930 567 647 1097 713 543 553 391 1160 1077 852 785 16 1445 1193 21 694 541 620 1187 1259 777 77 498
split_gain=72.9238 67.6366 48.5094 42.7502 46.8761 40.4753 46.8957 45.3649 55.3637 39.938 42.7387 38.3788 38.2902 36.5637 36.4237 34.4099 33.6515 34.2414 35.2773 33.0415 32.0901 32.5784 31.7905 31.3886 31.2102 33.4491 30.8261 29.7069 35.4599 29.5716
threshold=-1.0372938969678034 -0.86283290253235112 -1.2625182715263061 1.5320262332576917 -0.72421686037558375 1.5115140669602134 1.0000000180025095e-35 1.5068697496762773 -0.87782724458594241 -1.2571877020351898 1.0000000180025095e-35 1.0000000180025095e-35 -0.41335429800538687 1.475049428936581 0.68536004617275303 1.4357019976763823 1.0000000180025095e-35 0.58460966528228819 -1.5462233118716202 1.6380901172106308 4.2386806022684906 -1.6471741456694959 1.1795712390774054 -0.55676187874653171 -1.130853321005749 0.97425685659672867 0.22779783767111714 0.6412699315452165 2.6552749609921036 1.8624117431693454
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 9 19 4 16 7 13 12 -9 -2 -11 15 29 -7 -5 23 17 -4 -19 26 21 -14 -8 24 -1 -26 -3 -23 -29 -6
right_child=1 2 3 14 5 6 22 8 -10 10 -12 -13 20 -15 -16 -17 -18 18 -20 -21 -22 27 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00017954890414069628 -0.00014125763273047911 9.8280023551350822e-06 -4.0543113114979969e-05 0.00012850192095559303 -3.5784302203873337e-05 0.00020767202696293649 0.00015536373784753881 0.0003147629000368234 -1.7422291628293464e-06 -0.00015585584851283068 0.00011826769476197237 -0.00019247102549326664 0.00024998274803027134 -0.00034431565642480859 -3.3736001614253134e-05 7.8132996144572418e-05 8.9613749278908162e-05 0.00065447228300965794 7.0588686130976697e-05 -0.00018030009327141668 0.00065873334586957842 -8.5283286331985265e-05 -0.0001166994498771514 -0.00010999510809211892 -8.1616103174374425e-05 0.00010860122643331163 -0.00012796979956542767 -0.00021923760043144697 0.00077152572715426032 0.00015612918979586186
leaf_count=2612 2486 13750 25530 10704 45097 5495 1781 1876 11309 2059 21790 14850 889 498 5947 6783 16841 332 7575 13671 172 50268 5434 46844 18941 4029 11761 9737 108 2762
internal_value=0 -0.0134917 -0.0257034 -0.0132507 -0.0238191 -0.0459949 0.0663068 -0.0592708 0.0596466 0.088034 0.11458 -0.0928671 -0.074984 0.203586 0.0827462 -0.0738202 0.0318692 -0.00950949 0.116561 -0.105698 -0.113529 -0.116572 -0.0527177 -0.0897743 -0.0258244 -0.0537636 -0.0598126 -0.123296 -0.244362 -0.0286594
internal_count=361931 267872 241537 202355 185704 135426 13208 122218 13185 26335 23849 94059 109033 5993 16651 79209 50278 33437 7907 39182 61174 61002 7215 72426 25582 22970 25511 60113 9845 47859
shrinkage=0.000836755


Tree=1653
num_leaves=31
num_cat=0
split_feature=545 1442 785 497 1445 382 803 713 664 843 1461 974 543 21 294 1080 126 1462 1467 1458 1449 1459 1458 1454 1453 1457 1468 1466 1463 708
split_gain=75.4474 71.0354 62.2903 48.225 44.1428 44.1412 43.0394 41.9891 41.3647 40.6758 38.8673 36.3801 35.8066 34.3909 45.2743 35.814 34.4131 34.9777 40.4466 43.7598 44.3177 47.9513 56.7335 41.9041 50.5832 38.1126 48.3327 52.7772 41.0048 37.5504
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 2.0895063784560848 1.6380901172106308 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 2.3848607387285203 2.539957888746601 1.4098417307792441 0.33732592140660006 1.0000000180025095e-35 -0.32341995197817647 0.36828056311239343 2.2092738772757108 -0.67811062752501949 0.46541324990069172 -0.42730338151659453 -0.50691198241461255 0.60588132381810589 0.73871680408646412 0.75803698021777388 1.0000000180025095e-35 0.21713746504890322 -0.48707703692802368 0.10685318709370602 -0.41130995455850489 1.5602784260520435 -0.66587906885507964
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 4 7 6 10 -5 8 -3 9 13 -2 -7 -1 14 -4 16 -15 18 -18 23 21 25 -23 24 -20 26 28 -28 -21 -22
right_child=1 2 3 5 -6 11 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 17 -19 19 20 29 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.1548775606327712e-05 -7.8604837082663258e-05 -0.00018054252087992882 4.4752236943512846e-05 0.00022609888858777014 -0.00020700858109582682 8.8934074341987725e-05 9.3278203263199116e-05 0.00011475446919511721 -0.00020973310577649269 0.00030331397920595524 0.0001890400934254302 -0.00025942405680333668 -0.00020792170766669195 -0.00012861539448858687 -8.4594289654587679e-05 0.00011376271423255985 3.8329067187231112e-05 -0.0001136824987774907 -0.00013835142980409202 -0.00014351337121859301 -0.00027323729122933331 0.00034081498320784727 -0.00030055282749355625 2.9222224293491653e-06 -0.00046947064025027005 -0.00015932072986051283 -0.00014919705202140376 0.00046285048474070943 0.00049555638804016453 0.00021828180717089056
leaf_count=79209 24906 2038 43136 5139 14673 3198 10740 21521 7154 1332 2379 1447 14850 20907 15559 4469 29456 18511 7722 4646 687 1936 659 4874 2619 11405 859 1478 385 4037
internal_value=0 -0.0168 -0.00275608 -0.0155059 -0.109118 0.121345 -0.0238357 0.0999785 -0.0323458 -0.0267896 -0.0580298 -0.0204121 -0.0973254 -0.0298831 0.0140635 -0.0515919 -0.0599685 -0.0417606 -0.019611 -0.0634108 -0.010813 -0.0546761 0.204618 -0.158667 -0.241973 -0.0955694 0.0258858 0.277764 -0.0975084 0.168744
internal_count=361931 267872 225914 202355 41958 9784 192571 23559 181831 174677 27285 4645 94059 173345 58695 114650 110181 89274 70763 41307 26092 21368 2595 15215 10341 18773 7368 2337 5031 4724
shrinkage=0.000905731


Tree=1654
num_leaves=31
num_cat=0
split_feature=476 939 1235 1470 1176 852 551 1216 5 896 923 728 938 1361 843 317 130 21 495 902 1325 48 1268 3 626 0 681 1179 1175 701
split_gain=33.4947 39.3579 39.3283 40.7419 38.8259 38.3218 38.7519 37.942 35.661 34.5077 41.0839 49.4387 38.2579 35.1297 36.0959 31.9986 33.9804 32.5561 29.8979 27.9908 27.2486 29.4583 29.9634 27.2938 27.3054 39.8241 29.5276 29.0334 27.0152 26.9337
threshold=-1.316508667510939 1.4307804817950061 -1.24934742919911 -1.1535394197080833 -0.54948467686383295 1.0747610123934368 1.0000000180025095e-35 2.3855481443271001 -0.010834339265318186 -0.28794826445342053 -0.86449023226567734 -1.3163276726681863 -0.57633625342910477 1.0000000180025095e-35 0.3120495028535149 1.0000000180025095e-35 1.7243530357355066 -0.89074317784588486 0.66068483111385701 1.0881844746956724 2.1120075670880394 1.8372674881307383 1.8261795017836366 2.0167766895712269 -0.40434484630722572 -1.720749266676785 3.5711739485310314 0.13034796553044598 -0.47441580029618874 -1.0567448848329388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -2 -5 7 -7 9 -9 12 11 -11 13 -4 -15 -1 17 -17 -14 -16 23 22 -22 24 27 28 -27 -12 -26 -8
right_child=2 -3 5 4 -6 6 29 8 -10 10 20 -13 18 14 19 16 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00016803584322712045 0.00064624470242705416 0.00071883623189188822 0.00016901393657501549 -0.0010326612281997545 -0.00016854801139350249 -4.6885412090391429e-05 -0.0006453489174393669 -0.00019845101553141699 -0.0022163761289673597 0.0013123538696449423 -0.00022029044395390415 -0.0015447066025098119 0.00019409215327142296 0.00021314242808766326 0.0021967458412728443 0.00019197773001222167 -0.0024202459039158772 -0.00094945378456144885 -0.00031260196865195538 0.00049647301119213889 0.00089167290403245505 -0.0035974501017401995 0.0053438048157811151 0.00098286151681298132 0.0065462690703444 -3.2757633817340299e-05 -0.0034709652825699946 -0.0011250815138938771 0.0011565311847007232 0.00099538675498631458
leaf_count=35544 5563 6629 13785 20876 22767 12834 1614 4481 3072 988 17528 6183 58262 3929 4094 8334 3003 21509 26125 1926 3100 213 218 3160 236 50446 599 9615 459 14839
internal_value=0 -0.0613789 -0.00167874 -0.0673467 -0.0959213 0.00888605 0.0805174 -0.00206965 -0.1802 0.00295943 -0.0291238 -0.191533 0.0290712 0.104736 0.195596 -0.0799287 -0.142023 -0.116071 0.00680568 0.293563 -0.0154368 0.165787 0.212261 -0.0242577 -0.0327446 -0.00363836 -0.0105084 -0.0929353 0.548132 0.147886
internal_count=361931 75019 286912 49206 43643 237706 29287 208419 7553 200866 92745 7171 108121 23734 9949 68390 32846 29843 84387 6020 85574 3531 3318 82043 78883 51740 51045 27143 695 16453
shrinkage=0.00566176


Tree=1655
num_leaves=31
num_cat=0
split_feature=50 56 1470 651 885 419 1436 1223 1078 1326 0 461 774 557 517 1039 1467 291 836 45 1453 1449 1449 1028 1002 1083 910 424 562 734
split_gain=33.4784 61.2266 29.7245 28.17 26.6382 25.9925 28.505 30.5171 28.2577 29.3635 25.5754 37.3725 25.5265 25.6781 25.4752 24.7738 29.5258 26.151 25.6925 24.6531 29.3255 25.1175 34.8372 25.1352 24.1246 23.9961 23.7527 24.6956 26.299 23.7362
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.1107569744011787 6.7447596507476248 -0.78431752026725565 1.0000000180025095e-35 1.0000000180025095e-35 2.3773680579807461 -0.59581834209967233 -0.076481741663702904 1.0000000180025095e-35 2.2184682994175051 -0.90800616672965218 -0.55286502262096737 -0.58894358108911671 4.0242090356330973 2.1765898459781923 -0.4777667180172443 -0.4851739300165801 0.59428066624472364 -0.5170166133485804 -0.65058036630441818 -0.96688480048775205 0.69854289147193727 1.0000000180025095e-35 0.67909569382761958 -0.069207307525672515 -0.63888605681710853 1.968508212070009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 4 19 -3 7 8 9 -7 11 25 13 -12 -14 -13 17 -17 -19 -4 21 22 -21 -23 -5 -2 -1 28 -28 -22
right_child=10 5 3 24 -6 6 -8 -9 -10 -11 12 15 14 -15 -16 16 -18 18 -20 20 29 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.8025420572759085e-05 -0.00017706560672057489 -0.00048062707978085951 -0.0011413938850653742 0.00051867889809517783 0.0058514966451731643 -0.0017632894532804977 0.00026188066619509012 0.0001737448084161557 -0.0043614824168708415 -0.00028856325560038681 -0.00036330892239022888 0.0004600162475333914 -0.0017940189831062634 0.00023508925167795876 0.0022489365061469429 -0.00014937387419511561 0.0030244025722633689 -0.0011619351154750371 0.0038855549853413162 -0.00091830142519851686 4.1389106958791555e-05 -0.0016031098097654688 -0.0032425527889433769 -0.00020098113168399648 -0.0017824532660142512 -0.00079427949076122523 0.0033129780743499583 0.0043437334357149613 -0.0016639745613952664 0.0028807303018218212
leaf_count=3668 34067 17310 28233 5024 61 3547 43318 13363 590 12329 13515 18994 274 76753 1294 37566 369 224 394 6801 5957 5187 2167 14723 912 13932 219 333 347 460
internal_value=0 -0.037688 -0.100489 -0.118223 -0.138847 -0.00260499 0.0144033 -0.0424189 -0.116504 -0.101638 0.00746895 -0.0166252 0.0339255 0.0288967 0.299362 0.0213927 -0.0124675 -0.0193563 0.41426 -0.141613 -0.0958855 -0.135475 -0.259205 -0.0817541 0.0333663 -0.0634397 0.0677956 0.365695 0.0922313 0.0605481
internal_count=361931 164549 74092 69525 63589 90457 73147 29829 16466 15876 197382 105546 91836 90268 1568 57547 38553 38184 618 63528 35295 28878 8968 19910 5936 47999 4567 899 566 6417
shrinkage=0.0054419


Tree=1656
num_leaves=31
num_cat=0
split_feature=785 125 50 198 332 728 464 609 471 885 727 739 409 971 902 1048 858 705 43 938 738 559 146 1385 294 1187 557 1470 1023 848
split_gain=68.8938 62.6058 74.5614 60.4238 47.9524 52.4915 65.7519 48.9602 45.2231 50.0243 38.268 38.0708 35.8804 34.7952 31.1123 30.6101 30.2345 29.3298 31.0639 28.9784 28.9562 29.585 30.0052 34.0175 28.8215 29.2824 28.3245 29.4501 31.1784 27.2116
threshold=-0.86283290253235112 1.5320262332576917 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 0.34836266309945185 1.0000000180025095e-35 2.9080136987884808 1.0000000180025095e-35 1.0000000180025095e-35 2.2294551496329555 -0.8891902375834092 1.4787480715122026 -1.0271629633182908 1.0825608069246189 1.7937734320387331 1.0000000180025095e-35 1.0000000180025095e-35 3.5871651185081377 -0.61794453292036244 3.0783482178314734 -0.83148835040635605 0.26906535884892818 -0.35448268798071764 2.8558629426730668 1.1132399126423167 4.8633491825424118 -0.24618476088904745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 24 11 -6 -3 16 -1 12 17 -12 -9 -8 -10 18 26 29 21 22 -4 -24 -2 -26 27 28 -7 -17
right_child=1 8 20 -5 7 6 15 14 9 -11 13 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.7223668054297737e-05 4.7292972049420394e-05 -4.3222391711619711e-05 5.2735288435287775e-05 -0.0001523746844993193 -5.3618475084149593e-05 -7.5071773552316508e-05 -0.00020751784797693812 1.4134219799730866e-05 0.00016082468220107902 -0.00031824251304806019 -0.0001364645716334316 -0.00026080795215934713 -0.00060833476517134792 0.00013841138338779649 0.00020295812926246053 7.3111959771866188e-05 -8.7375472501666207e-05 0.00065483020917521916 -0.00029624908913061787 -0.00012595197602792576 -0.00045646248199355876 -1.7749714384722733e-05 0.0014555392521165634 0.00012577312542997319 -0.00035007837995168972 -8.3348408764576263e-06 0.00058878906496466054 -0.00028607842951173384 0.00073234728236444752 -6.854048241166757e-05
leaf_count=12551 13911 10673 23103 32867 70655 19387 4963 26724 11562 706 1561 19989 1293 15447 2740 10462 1530 222 5245 8521 509 49452 85 140 1943 2634 277 3693 128 8958
internal_value=0 -0.0422486 -0.0522967 -0.0746609 -0.0610353 -0.10233 -0.132282 -0.0293334 0.056863 0.128879 0.0655206 -0.202899 -0.148379 0.133374 0.0386686 -0.0578374 0.157123 -0.133878 -0.14155 -0.0314006 0.00611414 0.00943576 0.0708867 0.800868 0.00783624 -0.166261 -0.106211 -0.116072 -0.0788551 0.014107
internal_count=361931 332372 307901 234612 201745 101626 83138 100119 24471 13798 29559 50234 30245 17008 29464 32904 13092 28952 28730 27941 73289 72780 23328 225 18488 4577 23485 23208 19515 19420
shrinkage=0.000836755


Tree=1657
num_leaves=31
num_cat=0
split_feature=50 56 257 1039 62 426 1220 1091 712 799 940 1450 1470 846 1454 18 1450 1464 1159 728 1469 296 1323 678 905 69 1177 1392 261 1470
split_gain=32.035 57.5464 32.6101 35.6784 35.3286 32.0406 34.1991 31.3894 31.7519 29.6632 27.5885 27.3825 29.1207 27.0736 26.7424 26.9468 32.2127 25.9476 28.1474 25.9089 26.0009 25.6667 27.5853 25.1808 25.0804 26.851 31.7039 25.0777 24.6398 31.1888
threshold=0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.58894358108911671 -0.97978507835213413 -0.55562053062286942 1.0000000180025095e-35 0.69009342306031496 -0.63779424894106762 -0.58454210970522613 1.0000000180025095e-35 1.2758925700186299 0.95949314053507195 -0.56343134083626267 1.0692506903199488 -0.25014513511227293 -0.40458312552186665 0.13308716897351316 1.0078851103989419 -0.49008176997875957 -1.3263328046252252 -1.121402346815775 -0.13134085286403066 5.4562307876106422 1.8592458044189786 0.40330638002436342 -1.1174414295506361 -0.88273701515878267 1.3197782039773462 -0.14827206362225395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 27 -1 6 -3 8 -6 19 -8 23 -13 -11 15 16 -15 -12 -19 -7 -21 24 -23 28 25 26 -5 -4 -10 -30
right_child=-2 5 3 21 7 9 10 -9 11 13 17 12 -14 14 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0014696689169588243 0.00014866051821509933 -0.00066745262247796177 -0.0007397017785148671 0.0065441074527162043 0.00018176271794149377 -0.00060512730836996401 0.0002460726227270236 0.0002024191182828648 -0.0012171764674893575 0.00044652588672561868 -0.0014638383675242995 0.00021620261518076522 0.0086988717402396443 -0.00020907616754880815 -0.00076249418971612352 -0.00024727283996035945 0.0007413982451266785 0.00082665716459846752 -0.0045327054964701755 -0.0082193582128438827 0.00084812889329672605 -0.00090554963755534181 -6.309712761796178e-05 0.0048124721157964869 0.0077771849224622493 0.0040154922767019451 -0.0014287298105089539 0.00063605810973250759 0.00079918224088103285 -0.0011443516276403933
leaf_count=17482 84163 23261 3261 94 7555 2275 23620 9423 31388 20209 5106 3079 79 10332 8014 29900 13566 2391 247 65 15124 16339 13688 114 88 333 838 12001 3393 4503
internal_value=0 -0.0239303 -0.0671617 -0.0220487 -0.105139 0.00277262 -0.0445114 -0.0814578 -0.111985 0.0247622 0.00630636 -0.143622 0.0774735 0.00729105 -0.0155621 0.00254837 0.0566447 -0.131949 0.061853 0.105482 0.138731 -0.0691973 -0.0835751 -0.165153 0.247228 0.151909 -0.0731494 0.0649346 -0.170044 -0.0409324
internal_count=361931 277768 123658 46642 77016 154110 54625 59534 50111 99485 31364 42556 3158 82021 61812 53798 23898 7744 2638 17464 15189 31380 30027 39398 1353 1265 932 15262 39284 7896
shrinkage=0.00589049


Tree=1658
num_leaves=31
num_cat=0
split_feature=785 263 1430 1298 150 1469 497 927 712 885 555 181 1016 49 906 578 828 520 637 545 1154 710 46 367 1383 1442 761 694 272 1022
split_gain=79.684 59.2382 62.9618 58.8372 45.6853 40.2465 39.9447 46.897 39.5989 37.9576 35.568 34.5276 33.6185 33.3822 33.1332 32.8996 32.6286 31.7967 31.6417 30.1208 29.5239 28.8126 28.8875 27.7916 30.1029 27.0669 27.9339 27.0016 26.8163 26.6247
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 -0.52571317712276111 -1.2437168825088454 1.7001250133015622 1.0483613175537825 -0.63779424894106762 1.0000000180025095e-35 0.11102347168389676 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.54582908742901826 -0.87905496296652397 -1.0536780337889886 1.5103007336851382 1.758494774759918 1.0000000180025095e-35 1.0000000180025095e-35 0.88013663730638159 1.0000000180025095e-35 1.0000000180025095e-35 2.6046191430957468 -1.2625182715263061 2.3409658772999049 1.2615335103024639 1.6568181847307961 0.67527595557081987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 -3 -2 9 -8 -1 -6 12 13 -7 18 23 -10 -17 20 25 -16 28 -21 -23 24 -5 -4 -27 -24 29 -18
right_child=1 4 11 14 6 10 7 -9 15 -11 -12 -13 -14 -15 19 16 17 -19 -20 21 -22 22 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00014445333633624304 2.1279828633888394e-05 -5.5699605950341298e-05 -5.5689338226379407e-05 5.6280372803494682e-05 -6.1384158393523605e-05 -0.00028076537442066693 0.00022415249971682204 -0.00012581203023401166 0.0002564843132439519 6.3337989775492665e-05 -0.00010516770108590238 -9.0853855133925902e-05 -7.8764089569638931e-05 -4.9448054399744378e-05 -0.00016662271160817644 -0.00018681539189662611 1.472303627908566e-05 -0.00012928592093462867 -0.00016466335812921786 -7.651595478776401e-05 0.00018041355849318641 0.00023541889697643482 0.00020843235899469908 -8.0663277352096961e-05 0.00081912261292696855 3.8235446924954567e-05 0.00029738122414647839 -0.00033478657505241563 -0.00030501762202133232 0.00026310183266380972
leaf_count=3225 4171 25045 12860 12418 14029 26604 6274 1413 3439 20339 20815 32365 5159 53735 16345 1661 7305 2203 3314 21540 8974 2109 542 7933 166 42942 1391 863 831 1921
internal_value=0 -0.0430257 -0.0603376 -0.105268 0.0115041 -0.175001 0.0515283 0.181846 0.072895 0.02051 -0.202386 -0.0309167 -0.269675 -0.0145837 -0.0605004 0.0982137 0.0699235 0.0920817 0.0189983 -0.0997648 0.119606 -0.0558319 0.121865 0.0130162 0.0788285 0.0305899 0.053632 -0.129688 0.041414 0.0714741
internal_count=361931 332372 265272 118665 67100 56749 42055 7687 29559 34368 52578 146607 31763 114242 61916 26334 22895 21234 60507 41399 19031 25054 3514 20517 12584 57193 44333 1405 10057 9226
shrinkage=0.00087056


Tree=1659
num_leaves=31
num_cat=0
split_feature=198 785 21 609 1323 705 334 915 1460 728 69 699 522 969 685 1465 773 1175 363 424 276 970 982 1298 271 1451 710 414 651 1179
split_gain=31.9427 30.6686 32.0001 38.9647 35.5853 41.3511 37.4608 31.7691 33.6902 30.7057 29.9492 36.2157 28.648 27.7638 27.6931 27.1069 25.573 25.5562 32.9531 35.7344 31.7672 26.791 25.4834 26.5107 25.3278 25.2958 25.292 33.9647 25.9036 25.153
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 -0.76788633206863777 1.5881952913036597 2.3589082062198705 -0.4125980357433478 4.0225375500996012 -0.49008176997875957 0.61084144604591328 2.5161644892659889 -0.71745339412579689 0.53178104110333146 0.58104764358843186 4.1805237560306479 0.63746548172898276 -0.20568358450838409 -0.55832238087428832 -0.024396221624268927 1.6126547891949345 -0.22702296443972722 0.290135958136296 0.60955665694886108 2.6793937623835933 4.8841771283119515 1.6167436385691853 -0.84927992647357808 1.1107569744011787 0.87492753886445829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 7 12 10 6 13 8 25 -1 -5 -12 24 15 -2 -6 -7 18 19 -9 -19 -21 23 -22 -4 -3 29 -28 -29 -14
right_child=14 2 3 4 5 16 -8 17 -10 -11 11 -13 26 -15 -16 -17 -18 20 -20 21 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00083368670824904138 -0.00024643263615687261 0.00045863829152839819 0.00014086860134786142 -0.00080631020514833189 -8.5704476213424141e-05 0.0018051511884044182 -0.0016216719289044962 -0.00068703613252862601 -0.0029562751243246551 0.00049687334621860738 0.00016979637736355818 0.0065412551773595881 -0.00049465527278083014 0.00036768923439603718 -0.001137861763773112 0.0021843946652270606 -0.0010332728022105742 8.047161760420558e-05 -0.00088677854232923573 0.0027267547900579753 0.0020088387490077471 0.00020933072890265392 -0.00054483652272442552 0.0069892048903263749 -0.0015460006552197208 0.0046859537350801275 -0.0011589229033220655 0.0007115011598869365 -0.0013798023250428623 -0.0012709637169408216
leaf_count=2867 39192 35050 20119 14715 72472 2711 2460 3069 399 23333 4331 124 43439 28184 9111 596 520 19780 13179 1249 683 1845 402 190 1886 156 2872 6872 1013 9112
internal_value=0 -0.00306916 -0.0103421 -0.0241392 -0.000687333 0.0137197 0.00600104 0.0320788 0.0811584 0.0667845 -0.0954216 0.0695565 -0.0644116 0.0116236 -0.072204 -0.0114398 0.250441 -0.0161612 -0.0861011 0.0593338 0.0378363 0.248235 0.398754 0.621593 0.00528151 0.0892706 -0.0914851 0.00751258 0.0812949 -0.114848
internal_count=361931 313628 287428 211426 126113 106943 103712 76002 35605 26200 19170 4455 85313 101252 48303 73068 3231 40397 19342 6163 21055 3094 1275 873 22005 35206 63308 10757 7885 52551
shrinkage=0.0054419


Tree=1660
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 789 807 1423 858 1434 1360 614 1383 907 419 917 365 11 83 553 1020 633 590 764 1392 1143 307 28 6 777 1329 1249
split_gain=31.9505 70.193 50.2337 27.8696 28.418 27.703 27.2945 29.4275 30.1995 27.2233 31.9455 31.8833 27.2207 27.0354 27.0681 26.9978 26.9662 30.4106 28.1651 26.6167 34.505 26.5202 26.4985 26.4346 27.1162 26.2069 27.9811 25.3789 25.321 26.9718
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.1248358748350926 3.5737384174799574 2.2885552421444864 1.0825608069246189 1.0000000180025095e-35 1.1324559382631265 1.0000000180025095e-35 2.7085190290768657 2.5246176485371956 -0.2516325425046369 -0.03222975072540641 1.3569303513633253 -0.56566497026071294 0.40262433174049467 -0.41335429800538687 0.44670980992553178 1.9976441459236287 0.58895901036483078 -1.2985900350266149 -1.1283819630554444 0.2783345628009134 -0.9950931416161698 1.0000000180025095e-35 -0.11589791414590021 -1.2624571217036971 1.8640829963255896 -1.2597117492394727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 4 12 9 7 8 -4 10 11 15 13 -2 -15 -3 27 -18 -19 -5 22 -11 -21 -1 -25 -13 -27 -14 -17 -30
right_child=3 5 6 19 -6 -7 -8 -9 -10 21 -12 25 16 14 -16 28 17 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0014890216191911362 0.00010376008765125427 -0.0011236878493469055 -0.00092652179008924915 -0.00049385360655917056 -0.0020221726538942565 -0.0013481889776712037 0.00017161451941068658 -0.00040089120422315077 -0.0022949703105212532 -0.001598694883502351 0.0046634897052892791 -0.00031238720764458682 -0.0049146358730640669 -0.00026650948534742849 -0.0016446412101176885 -1.1830361940464794e-05 0.0010595236014849596 -7.488772142072637e-05 0.0011281109091747705 0.0088529264185969979 0.0048307173378018993 0.0002546538285276229 -0.00043685254990238502 -0.0063188673976933944 -0.00011725804314214794 0.00066765529574461138 0.0087586077941883243 0.00012609289037733099 0.0053319559645238794 -0.0026935419736956712
leaf_count=2366 53878 9378 34870 22177 1283 3520 5993 23265 7071 1657 235 364 202 24609 3353 18639 11915 12710 3942 51 263 53765 847 129 994 146 195 62595 96 1423
internal_value=0 -0.0359794 -0.0993635 0.00807054 0.0176773 0.00338291 -0.119213 -0.137727 -0.185533 0.0102553 -0.052446 -0.0601562 0.019921 -0.0106062 -0.0708745 -0.0726744 0.045491 0.0992722 0.0389186 -0.0649985 0.241227 0.0360115 0.0182972 0.135436 -0.132692 0.463493 0.91028 0.0190692 -0.0245462 -0.357446
internal_count=361931 164106 74688 197825 174487 89418 71199 65206 41941 85898 30476 30241 173204 81840 27962 29536 91364 28567 16652 23338 1161 55422 898 3489 1123 705 341 62797 20158 1519
shrinkage=0.00589049


Tree=1661
num_leaves=31
num_cat=0
split_feature=184 1458 21 1460 1460 1460 1460 1238 522 1108 760 148 771 885 809 1436 626 631 1095 1465 1452 1023 1106 466 718 905 464 62 701 425
split_gain=31.2029 32.188 39.5016 31.7853 66.6574 39.8072 33.1798 31.6932 34.7197 36.3824 32.5362 34.9477 31.5729 31.4391 32.0121 30.9143 30.7169 32.6777 30.6137 30.1686 37.7398 30.5409 29.4966 29.4793 29.3221 33.5883 29.9532 40.061 28.6471 28.5351
threshold=1.384368771371848 1.9740088896168135 -3.2545899522946695 0.85891196165308137 0.58789048595350757 1.0558419270737807 0.53687345587860014 -0.6968354641114346 -0.71745339412579689 -0.31459954124303607 -0.10395360026017735 -1.3937437073355068 2.5933772734263951 2.9080136987884808 3.6226755291136299 1.0000000180025095e-35 -1.0098871508957885 0.38120175396683292 3.5514530299163165 -0.48615332439502884 -0.62767640989520535 1.0000000180025095e-35 -1.3421831730226779 1.0000000180025095e-35 1.0159173274103563 -1.7081780303394425 1.0000000180025095e-35 -0.37712515092315846 -1.580061912640524 -1.9289156935002614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -3 10 9 -9 13 -12 18 14 19 -15 -7 -18 24 20 21 23 -14 -4 26 -26 27 -10 -27 -21
right_child=-2 3 7 5 -6 16 -8 8 12 -11 11 -13 22 15 -16 -17 17 -19 -20 29 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.0038000914210324904 -0.00053468540858358832 0.00038054746193621206 0.0004031886300729095 0.0058540633329128341 -0.0049253312841438072 -0.0021365412130071411 0.0077695400852072641 0.00056966253823239829 -0.0015481668760826978 -0.0002520865753001266 -0.0026032972455076156 -0.00013753570501989971 -0.0040081391453379066 0.00032082689839079223 -0.0020186679268606881 -0.0030744193992548021 0.00080550848751387131 0.0040339904249039223 -0.0027588903304497344 -0.002795671850747508 -0.00035870650187399845 0.0013930448659380513 0.0013658632426327289 -0.002936274238632788 0.0028783023485980017 -0.00096798222970511175 -0.00022854458751214368 -0.00049148656009184364 0.0003468096641732051 0.0005557818363484899
leaf_count=496 34788 8882 2128 320 514 454 85 21135 16596 25686 1375 48605 248 1037 1078 943 1853 746 1918 608 20610 4858 2868 717 974 5299 54698 36091 14646 51675
internal_value=0 -0.00349372 -0.00850916 0.0990949 0.0350712 0.269357 0.0740245 -0.00960478 -0.0312395 0.02224 0.0150014 -0.0308886 -0.0517323 0.0404554 0.0470753 -0.224612 0.192354 0.274116 -0.0582542 0.052111 -0.00579144 0.120688 0.159634 -0.06451 -0.0545744 0.0248181 -0.0713607 -0.117796 0.00431476 0.0823305
internal_count=361931 327143 314289 12854 9481 3373 8967 313793 180159 46821 133634 49980 133338 83654 81674 1980 3053 2599 130222 80596 28313 7703 3116 2845 128304 20919 107385 52687 19945 52283
shrinkage=0.00637606


Tree=1662
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 405 728 784 284 1022 1154 322 1450 578 927 1046 43 954 1362 509 1361 205 899 1470 1293 1189 810 1181 150 647 590
split_gain=72.3689 58.1922 43.5981 45.0302 42.1767 41.246 38.6901 36.0242 35.8101 53.4301 34.8548 39.3864 34.3116 32.6906 34.7847 31.8676 30.5712 30.4018 29.6152 31.9161 29.1223 28.8745 28.7154 28.6291 28.1948 31.0867 27.3195 27.2048 26.8987 78.3758
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 -0.016855454340067026 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.72848113776068646 -0.87905496296652397 1.0483613175537825 -1.4186728844878853 2.2744972866152193 0.98873640907070304 1.0087403405179345 -0.37731140836110016 1.0000000180025095e-35 0.81663018385003094 1.8419729237591864 0.78209301887286675 1.0000000180025095e-35 -1.0096337021262032 1.0000000180025095e-35 -1.3088044079214605 -0.43600242462624522 -0.87782724458594241 0.58895901036483078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 6 8 -1 7 -4 9 10 11 -2 -7 14 20 16 24 -6 -16 -20 -14 26 -18 -13 25 -3 -5 -10 29 -26
right_child=1 15 3 21 17 12 -8 -9 27 -11 -12 23 13 -15 18 -17 22 -19 19 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00014559847819696172 -0.00011468899873698675 9.6869335377783403e-05 -5.4113025168138713e-05 -0.00056134653880328194 -8.4528065212671012e-05 0.00026508260369822485 0.0002015361437453551 0.00011233030349604368 -3.7800009970750331e-05 -1.1642852094089169e-05 -0.00022603829967419664 0.0002359597503528049 -0.00045105979827542956 0.00025442046452082328 0.00012659146375442821 -0.00031766678218737431 0.00013851385372346236 -0.00030317229268327967 -0.00012138454749776476 8.9798526685974859e-05 0.00085977159377543079 0.00033189579383907094 -0.00019757570764664399 -0.00016078847588189097 -0.00010982505773352206 -0.00012920775851820457 -0.00011576258535857008 2.7530018369695202e-05 -0.00011493528303171022 0.0004777403695459167
leaf_count=3396 21333 7628 8900 934 21307 3407 6196 9111 38920 42908 13998 2345 783 2821 9289 4157 4445 4644 5175 4634 54 459 1422 1295 3973 5828 4005 56082 71481 1001
internal_value=0 -0.0399443 -0.0223205 0.0533782 -0.034562 0.070427 0.0878124 0.0380363 -0.0235285 -0.0609721 -0.135468 -0.0855375 0.0972468 0.0682926 0.0391884 -0.0925018 -0.0848863 -0.12895 0.0570434 -0.0223843 -0.389794 -0.146297 0.0714911 0.133081 -0.0976338 0.0114951 -0.203933 0.00284671 -0.115854 0.0471276
internal_count=361931 332372 232437 29605 202832 29559 24207 18011 176881 81879 38971 24973 26163 22756 19935 99935 95778 25951 19098 9809 837 5398 5867 3640 89911 13456 4939 95002 76455 4974
shrinkage=0.000887971


Tree=1663
num_leaves=31
num_cat=0
split_feature=785 728 1431 727 516 789 765 971 645 588 723 513 561 1242 647 590 846 146 138 744 1121 608 691 1382 776 564 515 706 381 1465
split_gain=65.4591 52.9857 42.6546 37.7706 36.1383 36.2244 35.024 33.4493 32.931 34.473 46.4259 35.9583 32.5129 33.1255 30.6599 76.8328 30.9175 30.1899 38.0861 29.464 28.4047 27.8947 27.4765 35.3128 33.7129 29.0555 29.7214 33.5512 28.448 27.1623
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.1763216024766678 -0.8891902375834092 0.66777575187080795 2.250834115212506 1.0000000180025095e-35 1.0454229551509682 0.40910772639584253 3.5578112322456241 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 2.2368666814773395 -1.0321883268519072 1.0000000180025095e-35 2.265446543733638 4.6119679209314484 0.23856153456372262 1.0323846192543809 -1.2897732854560913 1.4582492355497596 1.4353143596930875 -1.182591791383262 2.1979211646067411 -0.51923091368911811
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 12 6 8 -5 9 -6 20 -12 13 22 15 -3 -16 -18 -19 -7 -11 -13 23 25 -24 26 -2 -28 -29 -9
right_child=1 14 -4 7 5 19 -8 29 -10 10 11 21 -14 -15 16 -17 17 18 -20 -21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.6552215172545512e-05 -3.200522001969535e-05 -8.0632681662377555e-05 -8.638521707908456e-05 -0.00013426954417221368 3.9906636111940705e-06 -0.00015194418224992971 -0.00015863773372036576 3.0173359030502638e-05 0.00010407858910962687 -0.00018071674074695825 0.00012834155194356247 0.00052534711183193305 -0.00010838863991513194 0.00077377959535959078 -3.1402429244216609e-05 0.00040785032124228935 -0.00012372217865130739 0.00078203461680057256 8.4118230475214038e-06 8.2836024301804294e-06 0.0014209939395204135 -0.00098427820929834721 0.00024836874091823709 0.00013732822376392786 -0.00011022404019369 -0.0001642462448942454 -0.00015907986939366975 0.0001284322864996953 0.00060489364893179947 0.00019534661395841403
leaf_count=12551 22557 4821 35150 1561 76970 7727 3694 5040 15608 1286 2581 1234 23360 183 29774 1384 62243 277 1436 7141 34 40 1064 5748 16540 4298 1425 5410 387 10407
internal_value=0 -0.0390727 -0.0222321 0.0661692 -0.0107168 0.0124632 0.0271396 0.133812 0.0345791 0.0169289 0.175282 0.283299 -0.0488056 -0.0219535 -0.0893188 0.0674123 -0.101764 -0.134441 0.161769 -0.0845353 -0.161546 0.563281 -0.0250483 0.00569492 -0.102841 -0.0219352 0.00244318 0.124114 0.195603 0.165336
internal_count=361931 332372 232437 29559 197287 116315 101447 17008 97753 82145 5175 3855 80972 57612 99935 6205 93730 63956 1713 14868 1320 1274 57429 39825 17604 34077 29779 7222 5797 15447
shrinkage=0.00085349


Tree=1664
num_leaves=31
num_cat=0
split_feature=785 728 1431 727 516 143 561 791 513 758 1242 354 947 971 1168 43 647 590 570 1421 1148 726 660 896 597 990 901 1183 1465 1071
split_gain=67.8423 62.0622 41.417 37.7441 35.6258 35.5966 34.7395 34.0413 37.9292 34.2304 33.1657 32.4794 33.8282 32.1761 31.2013 30.8565 31.6229 79.7665 30.1665 30.231 29.5078 31.8887 42.3283 41.1334 31.4227 29.1665 29.2057 30.1064 28.7777 28.7723
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 1.0000000180025095e-35 -0.72319605263816955 0.40910772639584253 1.0000000180025095e-35 1.0454229551509682 0.9327048103557759 3.5578112322456241 1.3851549945161543 1.641280574724302 -0.8891902375834092 2.2727542560442529 2.2744972866152193 -0.87782724458594241 0.58895901036483078 -0.48460852809644533 1.0107116206971127 0.85514867284464147 1.0000000180025095e-35 0.26872683687560334 0.73822046824604237 3.1596628491584919 1.0000000180025095e-35 -0.95363576022433272 -0.099406260621074286 -0.51923091368911811 0.69084194168817237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 6 -6 10 11 -9 -10 -2 12 14 -5 20 16 17 -3 19 -18 21 22 -7 24 29 -20 27 -27 -15 -23
right_child=1 15 -4 13 5 7 -8 8 9 -11 -12 -13 -14 28 -16 -17 18 -19 25 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.4439399772670215e-05 -1.8734108563856171e-05 -7.6798683580565029e-05 -8.2381709910416622e-05 -0.00012503371653414333 -5.0679416646837359e-05 -4.4435391389670019e-08 -0.00010697390545760135 4.2493105647195149e-05 0.00026355855895696275 -5.6857101538343124e-05 0.0007614348841725394 0.00013158566919641373 -0.00013855096478777957 2.7524492084802023e-05 -0.00019810227017032147 -0.0002967937467858859 -1.3242067235569605e-05 0.00041569633531092482 -0.00017121640604739517 -0.0002504760531496235 9.6593688840028083e-05 1.0859447736299112e-05 0.00026176347114838282 -0.00018999833176317835 0.00039963723780307524 0.00028403736841921403 -9.2765963438590893e-05 -0.00014261098001154435 0.00019418731004803606 -0.0001440529681706616
leaf_count=12551 57429 4660 35150 1561 25353 5571 23360 20431 4658 1262 183 6135 5119 5040 2963 4157 29017 1349 24611 2904 10380 22079 2864 4730 512 1631 30380 1226 10407 4258
internal_value=0 -0.0388225 -0.0205834 0.0682837 -0.00924301 0.0137656 -0.0470648 0.0325795 0.0970379 0.237493 -0.0192917 0.00658025 -0.00831208 0.135853 0.00801728 -0.093135 -0.0856448 0.0750763 -0.098495 -0.0380127 0.0186993 -0.00797675 0.105846 -0.0392348 -0.00809167 -0.133674 -0.0878119 0.14489 0.166767 -0.0188177
internal_count=361931 332372 232437 29559 197287 116315 80972 90962 26351 5920 57612 64611 58476 17008 53357 99935 95778 6009 89769 31921 50394 40014 8435 31579 26849 57848 33237 2857 15447 26337
shrinkage=0.000836755


Tree=1665
num_leaves=31
num_cat=0
split_feature=785 728 519 712 382 666 1027 561 691 1049 588 427 1458 830 984 43 647 590 665 1450 771 570 1421 990 901 1183 1116 593 975 900
split_gain=71.4925 55.9826 43.0175 70.7498 45.4469 41.7167 37.3609 36.893 37.0155 35.155 34.1794 31.8375 36.6895 34.0758 34.0246 29.6908 30.8469 80.3851 29.6108 30.1459 28.8166 28.7907 29.9857 29.8859 28.583 29.6729 28.1222 27.95 27.3038 30.6336
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.2575337098986954 1.0000000180025095e-35 0.45770210970455655 1.2168357488504873 1.2334500886949249 2.250834115212506 -1.2544068337130054 0.20667703603638712 0.70639586890216266 2.1418612114282269 2.2744972866152193 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.1911932593428711 1.0820063889842551 -0.48460852809644533 1.0107116206971127 1.0000000180025095e-35 -0.95363576022433272 -0.099406260621074286 -0.57093079954797832 -0.58017643881618097 -0.9965828432294096 0.061712919816105619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -4 9 7 -1 8 11 27 -6 -2 13 14 -13 16 17 -3 19 -7 -15 22 -18 -23 25 -25 -10 -5 -9 -30
right_child=1 15 3 4 10 18 -8 28 26 -11 -12 12 -14 20 -16 -17 21 -19 -20 -21 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=9.3094929742915239e-05 -0.00010055483277822438 -7.5267011337926647e-05 -0.00014243701888072465 -6.4066544679138038e-06 -2.7300710059106584e-05 -8.7352613155322048e-05 -4.3581146409848778e-05 2.9364771987221648e-05 -0.00019329795031274689 -3.0131880273391678e-05 0.00037894467493061469 -3.0358728502237488e-05 4.8795107316334248e-05 6.4672412159750089e-05 -0.00024737875376436692 -0.00028115088280778741 -1.3184461483230078e-05 0.0004003126528137694 0.00018653438767451052 0.00039246939334067492 -0.00019355744255541014 -0.00016399067333680976 -0.00024046189669451522 0.00027193739634359871 -8.7169598006752859e-05 -0.00013566313359187978 -4.4670710619957278e-05 0.00032366880992302735 -0.0001359573937462163 -4.0935274871723507e-05
leaf_count=21265 12789 4660 3773 785 5087 2855 8294 7903 7140 1210 640 64420 32701 17132 2840 4157 29017 1349 4106 376 1453 24611 2904 1631 30380 1226 13021 4400 27626 22180
internal_value=0 -0.0406162 -0.0232976 0.0780813 0.150236 -0.03235 0.0694013 -0.038754 -0.0215942 0.266474 0.019711 -0.00868024 0.0013648 -0.0233057 -0.0473478 -0.0922591 -0.0849187 0.0738938 0.119031 -0.0311377 0.0567267 -0.0976276 -0.0385048 -0.13204 -0.0855456 0.144894 -0.113899 0.339475 -0.0908301 -0.111785
internal_count=361931 332372 232437 15895 12122 216542 29559 209205 151496 6395 5727 131335 118546 85845 67260 99935 95778 6009 7337 3231 18585 89769 31921 57848 33237 2857 20161 5185 57709 49806
shrinkage=0.000804263


Tree=1666
num_leaves=31
num_cat=0
split_feature=43 859 899 723 612 484 146 49 1449 1459 74 982 754 840 144 974 483 1453 1466 1459 749 982 155 1463 1453 1453 237 557 125 1087
split_gain=32.3893 30.0605 33.6455 51.406 28.98 29.0096 27.5931 33.0598 34.3551 33.113 28.2357 40.7634 30.4866 30.2147 30.3083 29.6845 26.8052 26.48 28.5033 36.4061 27.2458 26.0309 33.7716 25.6129 30.1883 33.566 25.5637 25.5024 25.6745 25.2544
threshold=1.0000000180025095e-35 -0.54135187694831066 0.56495312120121877 1.0000000180025095e-35 3.5802585502054165 2.2679284925270173 2.0556245044164494 1.1349154245379338 2.5214482292721478 1.2659885913983882 -0.60562166468469314 3.0854258727671673 3.1918176132088809 0.78049814275802964 -0.27622994102718534 -0.92925364604761451 -0.33894943861722099 1.1343281912642689 -0.29222153102773374 5.2231851033232575 1.0000000180025095e-35 3.5955928533842081 -0.25587823037998442 -0.60682752744967383 2.064536973519659 1.9142027959396961 1.0402268595720192 -0.68145860681840087 0.58518330826110332 2.3155123429949773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 -4 5 6 7 8 10 -10 11 -3 13 14 -12 -16 -17 21 20 23 -19 26 -23 24 25 -20 29 -1 -29 -2
right_child=17 4 3 -5 -6 -7 -8 -9 9 -11 12 -13 -14 -15 15 16 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0004646997017459271 -0.00060783251817752345 -0.00042503439174597276 -9.2891184380942211e-05 0.0010069463500858643 -0.0019696320138539499 -0.0013669038227309572 0.00066655696208171833 -0.00059014892801801148 0.0017262129327345348 -0.0007329348880438833 0.00041511384666310366 0.0040146270104806699 -0.0013229690514531985 -0.00039456402004593277 -0.00090083249339004796 -0.00037448281772751177 0.00027955883406708787 0.0006892577199177209 0.0026710925631011702 -0.0054719888032942841 -0.0019854526752941235 -0.0020593947088977569 0.0074742851950954283 0.00036105549940709336 0.00031947187818627282 0.0083667351044279682 0.0002864646665025818 -1.3224311409688362e-05 0.00061562168267643037 0.0010103708600751882
leaf_count=14871 58199 38485 11841 14627 2191 3320 7175 23392 2909 1058 40531 344 3537 18834 7339 15103 29140 1287 943 136 1481 133 139 2201 640 156 7220 40558 11899 2242
internal_value=0 -0.00062299 0.0314449 0.0966882 -0.0173415 -0.0149627 -0.011462 -0.0173891 -0.00634033 0.18734 -0.0121436 -0.0675883 0.00501686 0.010653 0.0276397 -0.00866594 0.0107119 -0.0582899 0.0770034 0.193193 -0.113384 -0.0748944 0.647474 0.232426 0.428636 0.655333 -0.0783267 0.00460605 0.0262162 -0.097303
internal_count=361931 287154 93796 26468 193358 191167 187847 180672 157280 3967 153313 38829 114484 110947 92113 51582 44243 74777 6844 4076 2768 67933 272 3940 1739 1099 67661 67328 52457 60441
shrinkage=0.00566176


Tree=1667
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 705 784 1431 284 909 714 588 827 938 791 896 928 513 768 930 861 923 145 212 405 954 513 595 539 1452 746
split_gain=81.958 63.6455 45.5905 46.7111 42.6845 38.9838 37.0229 35.5684 33.933 33.7909 69.0328 50.9127 48.406 38.5576 47.2599 36.5932 34.8313 34.3479 33.5099 32.6435 36.1418 32.4039 31.9224 31.5846 31.1376 30.8773 30.0275 29.7441 29.3368 28.4529
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 -0.0050352993931598944 0.9594655836162902 1.0099929608726099 -0.016855454340067026 -0.62658750036069699 1.0000000180025095e-35 2.250834115212506 -0.36836247429892682 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.52992354128753727 1.0454229551509682 0.11605232161583447 1.0000000180025095e-35 1.0000000180025095e-35 -0.86449023226567734 -0.5390624931521838 -0.5038579570464764 1.0000000180025095e-35 0.98873640907070304 1.0454229551509682 1.0000000180025095e-35 0.6695026854463163 0.62995620057108082 3.6288968102052546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 5 -1 7 9 -4 -6 11 12 28 13 14 15 -11 -12 21 -16 20 -15 -13 -21 -8 26 -22 -3 -14 -2 -18
right_child=1 24 3 -5 8 -7 23 -9 -10 10 16 17 27 19 18 -17 29 -19 -20 22 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.6784862306436535e-05 7.2322648202135742e-05 -7.4575955405806223e-05 -4.9044245070161925e-05 -0.00012437510253582345 -5.3470029060304525e-05 0.00019211918679621162 -7.2926787782004628e-05 0.00010691657158586235 0.00014775456344488162 6.1422164494650305e-05 6.2223871222869486e-05 0.00012444725571037675 -0.00013641735262494574 -0.00035517722564479737 -0.00024634488247316091 -5.9434786162372344e-05 0.00043351824004454363 -9.4640106697299029e-05 -7.7065360804283092e-05 -4.4207014182534438e-05 -4.5235340319555166e-05 -3.0524328549372734e-05 0.00015356237657260227 -0.00028263422304547784 5.1174292845455874e-05 0.00023278591046988598 -0.00017888439811740366 3.4431627070928063e-06 0.00027958661613589563 -0.0002604501123890029
leaf_count=10316 10650 74427 8900 5398 3120 6196 26081 9111 16123 14564 6027 7009 30363 1244 5427 18088 1341 12950 20669 3838 9626 11589 8860 4559 5961 1347 19547 5803 2610 187
internal_value=0 -0.0411865 -0.0227305 0.0547243 0.0763098 0.0898377 -0.0352574 0.0398349 0.136409 -0.0237843 -0.042256 0.0279486 -0.0564742 -0.0290445 -0.0593144 -0.00581071 0.144075 -0.0212758 -0.13052 0.0433692 -0.0428917 0.0367289 0.116348 -0.115041 -0.0961221 -0.00303562 -0.108663 -0.129367 0.139117 0.414542
internal_count=361931 332372 232437 29605 29559 24207 202832 18011 19243 172192 127384 44808 119829 83663 58748 32652 7555 31548 26096 24915 12217 18598 12698 30640 99935 10973 93974 36166 13260 1528
shrinkage=0.000836755


Tree=1668
num_leaves=31
num_cat=0
split_feature=51 519 858 933 712 1302 1432 853 1461 21 112 21 1469 1452 1452 1452 1469 1453 1452 728 1470 1458 1468 1469 1464 1467 1468 1452 785 1454
split_gain=31.9851 29.8185 52.2741 42.1081 44.7981 31.0729 34.1239 30.5873 30.3579 32.3715 29.2557 31.5721 45.3826 44.7724 49.6467 57.3715 63.8436 53.5481 48.869 47.3438 71.7276 46.3659 71.7501 50.6992 44.427 41.794 39.0383 37.8675 37.6101 36.2819
threshold=1.0111847875080273 2.1420547332082829 1.0825608069246189 0.68806224955729689 1.0000000180025095e-35 3.4186565904946842 4.0145804277550505 0.91359539958596292 3.9993613276323443 1.5676574675808517 2.2718117149406565 -0.32341995197817647 -1.1847055095685743 -0.58911782507014421 -0.44066592451945163 -0.1918276703369074 0.5030197565231781 1.0270461581008248 -0.61337927203742115 -0.90320472132347296 0.82151526813113451 0.20667703603638712 0.38892790084257617 0.32991972923171631 -0.37637186885837554 4.808695702623436 0.74910709165279876 -0.41856544355034714 -0.86283290253235112 -0.58754815837321106
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 8 -7 -5 10 -10 11 12 -1 18 24 17 19 21 -14 20 -17 22 -16 -24 -15 -21 -26 -19 -13 -23
right_child=-2 2 -4 7 -6 6 -8 -9 9 -11 -12 28 13 14 15 16 -18 27 -20 25 -22 29 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00076892511419996324 -0.00033491757183457097 0.00012186008634480872 -0.0010787528850320874 -0.0010124536817604055 0.0012975925058258148 -0.0014139874215453676 0.015212252312329474 0.0012077617890205168 0.0012495013149406565 -0.0021522443841383385 -0.00072352553229755297 0.00036799281739425708 0.0003442466172236082 -0.0020107802928122777 -0.00065063736638896552 0.00032455149953371216 -0.0011416302740657868 0.0060307516260282058 0.0025193443481003504 -0.00029656301249057619 0.0033533529237401312 0.0033656725005652274 0.00024000415927108885 0.0033713079272724772 -0.00074015289699172503 0.0032447529609967783 0.0016676772861539016 0.0016855281717359856 -0.00018779703186095175 0.0008204193497563122
leaf_count=10748 54984 6295 2454 2686 8444 3708 22 866 3243 353 11445 15890 22242 3903 8590 7316 10011 296 1534 29508 1111 852 1798 1083 5748 347 1106 1223 140425 3700
internal_value=0 -0.00208017 0.0737726 0.111826 0.161433 -0.00874112 -0.259966 -0.0898559 -0.00646132 0.184228 -0.00942237 -0.00531364 0.0256748 0.00788797 -0.0208219 0.00328511 -0.0401587 0.118134 0.0965477 0.00078198 0.144857 0.0745094 -0.0109368 0.297844 -0.175819 -0.0472332 -0.0649865 0.507092 -0.0251456 0.265743
internal_count=361931 306947 20745 18291 14739 286202 3730 3552 282472 3596 278876 267431 111116 100368 76592 65835 48293 17542 23776 38282 8427 16023 11471 2881 10757 29855 6854 1519 156315 4552
shrinkage=0.00502748


Tree=1669
num_leaves=31
num_cat=0
split_feature=1431 470 602 458 951 739 195 1285 541 1462 1464 1454 1449 885 941 1392 917 1118 1457 1460 885 1467 1450 907 397 827 1457 945 1020 1313
split_gain=31.454 31.8264 50.1219 35.6704 44.9969 37.4869 32.5527 28.8339 30.6361 28.7971 28.2029 32.5268 36.4134 31.5546 41.1232 30.8802 31.2478 27.7449 27.7443 27.0656 31.5599 31.5571 32.1866 26.9472 26.1959 25.9538 25.8472 25.6677 35.8729 26.4877
threshold=1.8641952677858011 1.0000000180025095e-35 1.0000000180025095e-35 1.9901706508881272 0.4454315257619969 1.0000000180025095e-35 1.3909106807663625 1.0000000180025095e-35 1.3659504366457669 1.2253339163776633 1.5993600128483978 0.67485211051868899 0.13621803835304128 1.0000000180025095e-35 1.9607587081991176 -0.85286127825243196 2.8951716385050976 -1.8043545647667931 3.5472541794166519 0.77863929375092356 2.2685560401286238 0.11818487607028773 0.42828692282830078 -0.94088321437730327 2.2339734547264651 -0.44105995428747874 3.3643623868376404 1.0000000180025095e-35 2.1590889378513896 -0.57075857074107439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 9 8 -1 -5 11 13 26 17 15 16 -15 -3 23 20 -14 -21 -23 -17 27 -4 -13 29 -29 -2
right_child=24 10 25 6 -6 -7 -8 -9 -10 -11 -12 12 19 14 -16 18 -18 -19 -20 21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00010030605707430788 -0.0013705254408611107 0.0026082427488362653 0.00034517749382005321 0.00060035702369901794 -0.00012470217562969121 -0.0015224968463366318 -0.002255611171943706 -0.0017271233967742709 -0.0019421271033746993 0.0039370214227171596 0.00065572767406878434 -0.00084571010485221811 -4.8414319283682793e-05 -0.00058783474046663795 0.0016023923484539506 0.00092445070615891601 0.0037855829732930729 -0.00013900515734224206 0.0040545034989658011 -0.00047857866489083056 -0.0037255039751725684 0.0035900285905149576 0.0003938245435410869 0.00018981326096415994 0.0023950601653923483 -0.00014354195396868339 0.0021138595451180996 -0.0021073207629887722 0.0097027518690349073 7.5856108729671073e-05
leaf_count=17246 5377 692 25647 3720 24151 21887 547 5806 2931 434 11242 15438 10211 10277 3055 8367 294 64399 258 1115 332 937 852 54567 641 60344 427 4078 45 6614
internal_value=0 -0.00583129 -0.0319725 -0.0863334 -0.104335 -0.161332 0.10334 -0.0964729 -0.0553099 0.17612 0.0127874 0.00545809 -0.0594091 0.0195432 0.0473553 0.0368648 -0.0803037 -0.0192463 0.0530413 0.0207371 -0.0305097 0.19706 0.364189 0.0500554 -0.122157 0.00192506 -0.130946 -0.142401 -0.332208 -0.084177
internal_count=361931 345176 162713 76722 72021 47870 4701 25983 20177 4154 182463 171221 29312 141909 76818 73763 10571 65091 63192 13447 10543 2904 1789 62934 16755 85991 15865 16114 4123 11991
shrinkage=0.00577499


Tree=1670
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 620 652 638 482 853 219 1383 194 5 858 77 365 759 986 1043 119 319 1217 912 996 1104 693 553 61 1431 989 415
split_gain=30.4932 67.6912 46.4816 27.3598 30.4354 30.8513 28.1278 25.8685 25.7986 28.0923 28.5868 26.5752 26.4972 25.7751 25.7732 25.7327 27.1278 26.5174 26.1224 25.5304 25.2553 24.3804 24.854 24.4225 28.7688 27.2956 24.5255 25.4131 24.4562 24.3736
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 -0.28959903995613662 -0.55024281929118113 -0.79116562681004876 0.41022707980174838 1.0000000180025095e-35 -0.94324465874991648 2.0131890228955309 0.58307762070518543 3.4527751938281903 1.0825608069246189 -1.0217758902554388 -0.093380902949106018 2.6812892246095155 -1.0853963633044355 -1.3660566162460162 1.4918152506281495 2.3683501136148597 4.2064965845853246 2.3933059664898395 1.0000000180025095e-35 0.37964429882696765 0.58881329661345505 0.080546755402096465 1.7262725660818381 1.0099929608726099 0.70096181329179597 2.2755360482202325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 13 20 14 10 11 19 -12 -2 -3 17 -17 -7 -19 -10 -4 23 -23 25 -25 26 28 -28 29 -5
right_child=3 8 7 21 5 15 -8 -9 9 -11 12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00064627481529512922 -0.00058841618507435875 -8.7475071648655581e-05 -0.0010141428725023802 0.00012053373265783622 -0.00071322967236634089 -0.0013396362593873761 -2.2912259728919985e-06 -0.00037594164145091341 -8.4393965379619157e-05 0.0013940074460881018 0.00060576444005097933 0.0068888175401830287 -0.0007910324164763572 0.0010467220529406399 -0.0015072184409950374 -0.0087485738616376197 0.0032132511592892436 0.00010382494574260858 0.0011894096157452564 -0.0019994586459351998 0.0045029039781532901 0.0032102314025299881 -0.00058869712075485566 -6.1341234315778187e-05 0.00078199766615456412 -0.00060178669973965661 -0.00075315733211080485 -0.0043572578345941132 -0.0010246600573910272 -0.0016850653569029934
leaf_count=4151 2048 7324 40983 48367 7834 2704 8557 29427 52572 2652 17493 93 2348 14782 4967 41 716 40177 3632 1969 127 710 471 22601 9612 26432 3122 485 3937 1597
internal_value=0 -0.0346892 -0.0970113 0.00837227 0.0393085 0.00884914 0.0994503 -0.117918 0.00397879 0.0174431 0.00914951 -0.0199685 0.0750894 0.149889 -0.106559 0.0303788 0.448645 0.0238761 0.0352027 -0.0221318 -0.166877 -0.0139223 0.29547 -0.0173404 0.0342904 -0.038085 -0.0118977 -0.199109 -0.000552684 0.0124015
internal_count=361931 164106 74688 197825 80491 55104 25387 70537 89418 77127 74475 54634 19841 16830 12291 47270 757 46513 43809 54541 41110 117334 1181 116153 32213 83940 57508 3607 53901 49964
shrinkage=0.00589049


Tree=1671
num_leaves=31
num_cat=0
split_feature=785 263 1430 1298 1096 150 1469 264 1092 555 497 927 600 1016 1454 906 1251 820 1362 1043 885 458 1023 1437 686 181 54 637 359 488
split_gain=87.1804 55.1909 64.4908 62.9021 45.2134 44.5064 38.9201 38.4654 37.2614 35.7327 35.1374 42.3316 33.9805 33.51 31.1043 29.429 31.8379 29.7138 29.313 28.7126 27.1192 26.8028 26.7464 26.2321 28.4246 25.7843 30.3052 29.5448 31.0231 30.1416
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.52571317712276111 -1.2437168825088454 -0.92193233685461917 1.0127093791323547 0.11102347168389676 1.7001250133015622 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 3.4974816677026177 -0.54582908742901826 0.56882567073781554 2.6461010908889477 1.0000000180025095e-35 0.1529283414906312 1.0000000180025095e-35 1.9901706508881272 7.4366709976304533 2.8257610812025367 1.6123350876002307 1.0000000180025095e-35 3.6775023658676358 1.8016192371961033 -1.1757373857848876 3.1716671059802404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 19 -3 -2 -7 15 13 20 23 14 22 25 -5 17 21 -14 -1 -9 -17 -8 24 -12 26 27 29 -29 -4
right_child=1 5 12 8 -6 7 9 10 -10 -11 11 -13 18 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.3516377320620138e-05 -7.1169667180137047e-05 -0.00014552987111653056 -8.1810090957582223e-05 -9.6669363999659128e-05 -0.00013864023787929638 -0.00019127298657053795 -0.00036918899630410194 -0.00013570918660056261 -3.5156276403282532e-05 -0.00019375833442411564 0.00021559481013435529 -0.00019615952174747194 -0.00012575209862765444 -0.00016782567321457062 0.00013006147257767355 -0.00018880687633949294 -0.00030692484707864077 0.00025182527837397996 -0.00023776405504791071 0.00010521835918328719 -1.8303887532416813e-05 0.00011760153352027088 0.00097013322679763902 -0.0003956743358802843 -0.00029640280314557183 -0.00016820287216551196 -0.00054900902087090943 0.00024688397380547787 -0.00029403060589498764 0.00028839422377518277
leaf_count=12180 4171 25045 76759 17286 8295 5921 26568 9745 9015 20815 4908 1272 24830 5159 1796 24687 9276 638 15593 9084 19551 1014 36 257 401 22028 478 478 3872 773
internal_value=0 -0.14621 -0.162498 -0.206953 -0.0242765 -0.0938365 -0.276859 -0.0542917 -0.161146 -0.302511 -0.0309706 0.0990675 -0.133101 -0.367548 -0.113033 -0.187146 -0.226747 -0.187347 -0.190105 0.0276718 -0.0618911 -0.200093 -0.418144 0.176801 0.207484 -0.118428 -0.102412 -0.0991767 -0.275957 -0.0896932
internal_count=361931 332372 265272 118665 29559 67100 56749 42055 61916 52578 36134 6838 146607 31763 106184 52901 35615 26339 40423 21264 29296 25701 26604 5566 5309 104388 82360 81882 4350 77532
shrinkage=0.00087056


Tree=1672
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 727 747 677 521 726 971 647 590 846 795 981 566 1298 146 138 624 1047 491 575 864 704 933 139 1270
split_gain=61.8107 51.6875 40.1077 43.5379 48.7778 39.4007 37.4528 31.5659 33.8646 33.0379 31.104 30.8965 29.3739 75.4526 29.9838 29.0742 39.1413 36.7465 35.7213 29.0612 37.6023 29.0134 28.1782 28.5676 26.9677 26.7795 26.684 27.8476 26.5718 28.8151
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 6.1031850957970919 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.8891902375834092 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.0000000180025095e-35 1.7060327193526743 1.9839842507384622 1.5690779363521359 2.2368666814773395 -1.0321883268519072 0.16939575003393284 -0.34654259480853461 1.2715548986558056 -0.34806466541374598 0.72275257928592751 -0.86123568666979211 0.68806224955729689 1.7958133547178743 1.4029819728521
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 -4 -1 8 24 -10 -7 -8 13 -3 -14 17 -17 21 26 -16 -21 28 -18 -24 -2 -12 -19 -28 -5 -30
right_child=1 12 5 15 -6 10 11 -9 9 -11 25 -13 14 -15 19 16 22 18 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-1.9164975394989402e-05 -0.00010115992249889983 -8.3436159345204693e-05 4.285969731332134e-06 -2.3288859677564163e-05 -2.9435825260738075e-05 -0.00010646247413316033 -0.00012989629043980394 0.00057591972557803227 -0.00013701383579190821 0.00010898201869551583 0.00024643616851203624 0.00014009037004540935 -3.2193973838060405e-05 0.00041022971997865712 -0.00012495293630496599 -7.9639167792916091e-05 -0.00011568578971561124 -6.7151055316595605e-05 -0.0002373742091424907 0.00078917448651541684 5.5462233271701985e-06 4.3625109220283408e-05 0.00041803678099042814 -0.00026085946517744789 -0.00024372017616052809 -0.0001105959633405933 0.00029498013866457009 -7.1043758496446076e-05 -0.00028873426141332433 0.000659830981997247
leaf_count=12551 13013 4821 34551 37644 45923 1345 1561 169 5388 3504 5497 15447 29774 1384 62243 26904 757 1248 703 277 1436 26996 1115 220 19293 753 4040 793 2440 141
internal_value=0 -0.0391337 -0.0224934 -0.0369126 -0.0780941 0.0368738 0.0631695 -0.150223 -0.156916 -0.0382539 0.171559 0.130587 -0.0887887 0.064596 -0.100985 -0.00886762 -0.0671796 0.013366 0.156135 -0.133193 0.157327 -0.00248758 0.193021 0.356542 -0.206447 0.231853 0.207474 0.272173 -0.0402357 -0.271874
internal_count=361931 332372 232437 190291 87290 42146 29559 41367 41198 8892 7595 17008 99935 6205 93730 103001 28996 74005 6784 63956 1713 67221 2092 1335 32306 6250 6081 4833 40225 2581
shrinkage=0.00087056


Tree=1673
num_leaves=31
num_cat=0
split_feature=785 728 1445 852 1096 1037 405 700 1359 1469 1466 1451 613 77 471 21 562 1124 990 651 488 526 585 21 1022 1016 1237 73 520 848
split_gain=83.3583 62.0544 44.79 53.2552 43.4704 38.6589 38.1211 36.7938 34.4725 33.8626 34.4605 45.3361 37.9902 35.4249 32.422 35.2527 35.9768 34.4544 32.7095 32.294 29.8388 29.4913 28.8949 28.8886 28.3233 31.0209 29.9424 28.7699 28.632 27.6692
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 1.0000000180025095e-35 -0.34850700291345432 1.0000000180025095e-35 -0.3146443644456704 1.8113258030550952 -1.0352100314532211 -0.22241172008597768 -0.0066164517430368063 1.3156155531097407 0.26432875020438201 1.0000000180025095e-35 -0.89074317784588486 3.0537978468623685 -0.76993298829673895 1.0000000180025095e-35 0.58396494997324677 -0.57364115386637049 1.0000000180025095e-35 1.0000000180025095e-35 4.5933813388752975 1.0000000180025095e-35 1.0000000180025095e-35 2.2873089397629531 1.1571264759285285 1.5103007336851382 -0.81381776201105571
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 22 -5 8 19 9 10 12 13 -2 -12 15 16 17 -3 -16 -7 -9 29 -1 24 25 26 28 -27 -11 -17
right_child=1 14 -4 5 -6 7 -8 20 -10 23 11 -13 -14 -15 18 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00018751407670379667 8.4162718955226528e-05 0.00018526255573228249 -0.00010821130517677655 -4.5839565754436496e-05 -5.4633550550472972e-05 0.00013184876004737226 -0.00011647630948708212 -0.00018299208814476204 -0.00013987080895450045 -0.00014792681923367403 -0.0002662302528157487 8.5310827514993888e-05 0.0004120998719099207 3.8784627576623291e-05 -0.00012557257085420544 3.4429736235889579e-07 0.00098316091467342301 -9.7412343873463133e-05 1.224772915032192e-05 0.00039149652557552626 8.3411873780488534e-05 -0.00027849135152506368 4.6090871768521724e-05 0.00091365962313440143 -1.3290797712098756e-06 -4.0900201757518864e-06 -0.00056065611705657687 -0.00020779272615732301 5.5319445667985138e-05 -0.00015332821466859916
leaf_count=9701 10796 2865 30890 8423 8295 6821 20981 2103 9438 20697 3618 6497 1404 2144 13917 6721 176 10721 21012 2085 6691 10755 11563 91 64797 26400 1285 3322 3954 33768
internal_value=0 -0.0456621 -0.027451 -0.0171135 0.0728192 0.070619 -0.0314541 0.124242 -0.0206681 -0.0127979 0.0567292 -0.0209066 0.134446 -0.158768 -0.099822 -0.135528 -0.0158392 -0.0324616 -0.0424671 0.216461 0.0274755 -0.165714 0.122614 -0.0285464 -0.0296509 -0.0695492 -0.138762 -0.0265648 -0.123154 -0.139016
internal_count=361931 332372 232437 201547 29559 26123 175424 17700 154443 145005 24459 12259 12200 5762 99935 65006 13762 13586 34929 8906 8794 51244 21264 120546 120455 55658 25936 29722 24651 40489
shrinkage=0.000905731


Tree=1674
num_leaves=31
num_cat=0
split_feature=125 50 267 885 858 471 1081 1470 1461 762 1465 254 1464 21 1454 1454 1443 1454 1061 628 21 1191 1305 1454 738 328 1457 958 959 1104
split_gain=30.5916 39.9466 43.5144 35.3851 35.1045 37.2694 33.197 40.2559 30.3042 28.7022 28.6488 38.535 33.5567 39.8007 55.034 44.5642 29.2755 36.0817 28.3014 29.4608 27.4516 35.1123 30.6548 34.7828 26.9349 26.8863 26.7475 26.2027 26.2846 26.1834
threshold=1.5320262332576917 0.55630078546380823 1.0000000180025095e-35 2.9080136987884808 1.0825608069246189 1.0000000180025095e-35 1.0000000180025095e-35 -1.1653660944855635 3.9993613276323443 1.6768205750143117 0.57942899407087378 2.3914426075998607 -0.23713253973767043 0.81122649975724037 1.6537132332631717 1.3030628896944136 -0.65766373710084702 -0.94795818613911831 1.0000000180025095e-35 -0.16456751337613995 -0.13431221002227373 -0.65980133340224845 1.0258675257732557 -0.9732642227179652 3.5871651185081377 1.0000000180025095e-35 0.84085476869502551 1.0000000180025095e-35 -0.68169868102075137 2.2515574857692706
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -2 10 9 18 -8 11 16 13 15 -15 -12 17 27 19 -9 21 29 -23 -24 -3 -26 -14 -1 -29 -18
right_child=3 24 -4 -5 -6 -7 7 8 -10 -11 12 -13 26 14 -16 -17 20 -19 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00023649457228987612 -3.0155439222898163e-05 0.00016475686890573228 -0.00080175900770458727 -0.0023921718765144901 -0.00082503837604706257 0.0010736990433441139 0.00026302975166459284 3.0631189437274337e-05 0.0025892209284657324 0.003388374164988015 0.0020016255915421086 0.0013107870253107675 0.00028132007120116893 -0.0024309601587170909 0.003295447453819138 -0.00089999101840205565 0.0010328250206730913 -0.00049035334060706741 -0.0010531797112871047 -0.00076486114964931576 -0.00024600946246225094 0.00048728598068300698 0.0037742848841676533 -0.00087736830176816114 -0.0049584207014520777 0.0035295441076337907 -0.0012768352397065433 -0.0022530347956902126 0.005862622836588372 0.0053016206906264032
leaf_count=856 9817 78283 33287 733 3410 12816 8040 21394 590 583 6304 3508 12403 1415 396 1230 7607 51909 25279 24050 31377 12879 424 9200 422 98 2740 138 414 329
internal_value=0 -0.0188175 -0.0343626 0.0552615 0.0686759 0.0984977 -0.0237655 -0.0653863 -0.0868616 0.0789854 -0.00395672 -0.0191231 0.0652839 0.169578 -0.137542 0.238022 -0.0267862 -0.0669328 -0.0923006 -0.0575629 0.00690946 0.0581956 0.00978126 -0.104093 0.0228253 -0.509829 -0.000353648 0.299444 0.681117 0.189324
internal_count=361931 335155 256352 26776 26043 22633 223065 79936 71313 8623 143129 118641 24488 9345 1811 7534 115133 53317 70723 45444 61816 30439 22503 9624 78803 520 15143 1408 552 7936
shrinkage=0.00637606


Tree=1675
num_leaves=31
num_cat=0
split_feature=785 561 363 1176 1110 727 971 1466 966 1041 290 1459 1053 17 400 3 1465 1458 21 1457 653 896 853 285 151 187 215 1458 633 846
split_gain=30.7768 31.8476 29.0555 30.7182 29.1342 27.6411 27.9614 26.9579 29.1585 27.5622 26.8769 26.1158 27.9143 26.6643 25.4838 26.2959 25.4798 26.0754 25.2948 25.3816 25.1915 26.8913 32.0006 25.0387 35.3221 27.6705 25.7992 24.8161 24.6413 24.3798
threshold=-0.86283290253235112 0.3443152153175571 0.82657874128394393 -0.68073946752859349 0.16061826788292341 1.0000000180025095e-35 -0.8891902375834092 0.59254817745699628 -0.76138141127790682 -1.0509888066479511 1.7613894246716233 0.40413748344094969 -0.47339948862679954 -0.24610391970996962 1.0000000180025095e-35 2.621941548882178 -0.51923091368911811 -0.53528856453620277 1.189441983669046 0.078020128969186059 1.4216543509230546 -1.1308725805994078 -0.92795792906937757 -0.084714058254443517 0.24254870447135532 3.6202434146685052 1.358326020035409 -0.46589091170928792 1.8691877217889983 -1.0053599213022271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 20 -7 8 -6 -9 11 14 13 -13 15 -3 17 18 -8 -20 21 -1 -23 -5 26 -26 -25 -18 -24 -12
right_child=1 10 3 23 7 6 16 9 -10 -11 29 12 -14 -15 -16 -17 27 -19 19 -21 -22 22 28 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0015989472266707111 0.00013696845038774241 -0.00028834678893164785 -0.0011420147615403167 0.0002007852329270722 -0.00085929185741292276 -0.00084349214256671044 -0.0019661100781626665 -0.0015273758745211234 -0.00015237731162106829 0.00052687783031810423 -0.0037213597632038803 0.001473563732613574 -0.00033177643720189696 -5.0012848827137757e-05 -0.00075887669391451452 0.0033302211867357184 0.0018192474941292984 0.00061495271980417676 0.0042961061854597379 -0.0066552716133347657 0.0013719144688036455 -0.001510800093664012 0.00046396313307655598 -0.0015784447791369054 5.4172865360089619e-05 0.01322271229477703 0.0011319311658884556 0.00063068212055019182 -0.0017346216237733622 0.00061207462892081147
leaf_count=1747 129064 40349 8730 12820 12381 1561 1196 1187 45090 10340 220 3231 12776 4096 33590 329 4261 3625 174 45 1334 1748 6989 6049 5553 20 597 6146 733 5950
internal_value=0 -0.0184082 -0.00442761 -0.0704844 0.00543539 0.0544641 0.113109 -0.0326122 -0.0538022 0.0633873 -0.0555076 -0.0667485 0.00787982 0.120378 -0.0892166 -0.0468393 0.142381 0.0151223 -0.237137 0.452992 -0.0191856 -0.0519182 -0.00800446 -0.0324421 -0.111783 0.0211107 -0.237004 0.204715 0.0473923 0.086765
internal_count=361931 332372 231831 33769 198062 29559 17008 68998 57471 11527 100541 94371 20103 7327 74268 40678 15447 5040 1415 219 12551 11217 9470 25039 12219 5573 6646 10407 7722 6170
shrinkage=0.0054419


Tree=1676
num_leaves=31
num_cat=0
split_feature=1371 659 450 821 705 692 1455 900 914 1216 816 1118 928 866 923 909 705 717 350 21 1104 839 842 281 1470 499 685 958 912 810
split_gain=29.7449 31.4906 46.4592 32.8753 39.9884 32.0251 29.0983 28.5252 28.1084 34.5839 30.7187 32.8764 30.0928 33.6921 66.3844 49.694 33.8869 32.2035 30.7115 29.6497 27.9954 27.9107 27.8805 27.5843 27.0945 27.391 26.9041 26.7419 26.6553 26.0978
threshold=1.0000000180025095e-35 0.62821384419828064 2.2203088264540187 -0.72370887929751782 1.3612027609086828 2.4305495817850997 0.40822562400327617 2.5269351937303468 -1.100693646724759 2.3855481443271001 -0.92870374882376117 1.8964098321274505 -0.52992354128753727 0.5880156106821478 -0.86449023226567734 1.2559943612087137 -0.67744713471412921 0.47434941765559457 -0.84928347683662031 -0.32341995197817647 0.3240979134577599 2.778493016390716 2.3752998519744484 -1.6480051259140922 1.5114046301508217 -1.2968559415205159 1.451957079582666 1.313041538630376 1.2482134797090643 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 8 6 -1 26 -5 10 11 27 13 15 -15 17 -17 -12 -14 28 23 -22 -4 -8 -21 -26 29 -10 -20 -6
right_child=-2 2 22 4 7 -7 20 -9 9 -11 12 -13 18 14 -16 16 -18 -19 19 24 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00052346182351046058 -0.00052122004608313728 -0.00056691552324898145 0.0017243630140658184 0.0007598327432829738 0.00060811139167563099 0.0024766630764347141 0.0047628533036644712 0.0056827758281776551 -0.001081509121333723 -0.0015376068720186829 -0.00021821413648329561 0.002370884520421382 -0.00090612510480465294 0.0032802366359143431 0.00038880387613381389 0.0014982401579581289 -0.001102275797363903 0.0010652140132145823 0.00031331170021187794 -7.8973292633332674e-06 0.0011324110409673329 0.013629054929052682 -0.005871676777179851 -0.00031282864561915473 0.0074162747044897673 -0.0013996710115252017 -0.0017109319677326451 0.00066482543357697572 0.0017667071594081878 0.0023214331033716488
leaf_count=63079 48317 46964 2857 15759 7026 1268 300 301 14916 5000 7922 954 10641 2909 6037 1506 8794 15848 19722 45608 5970 42 124 13242 91 5316 1193 3000 3825 3400
internal_value=0 -0.00349789 -0.0561617 0.00644625 0.0218985 -0.0356162 -0.0420351 0.143132 0.0129816 0.00378784 0.00907232 -0.0789551 0.0205311 0.0669926 0.182378 0.0352103 -0.0932402 0.088918 -0.00350519 0.0111767 0.0356793 0.166655 0.190453 -0.0246886 -0.0178177 -0.166027 0.124906 -0.102604 0.0759363 0.155786
internal_count=361931 313614 49945 263669 179768 83901 82633 11920 167848 152089 147089 18870 128219 43016 8946 34070 10300 23770 85203 74562 19554 6012 2981 13542 51015 5407 11619 17916 23547 10426
shrinkage=0.00747057


Tree=1677
num_leaves=31
num_cat=0
split_feature=1022 1016 1237 686 1436 597 1422 816 792 602 862 762 1124 418 1299 968 357 1218 491 1051 1191 1463 126 828 1312 434 623 1456 1394 1191
split_gain=29.5864 64.131 40.0994 37.309 38.2065 31.0069 30.3348 30.2601 29.4965 35.9368 29.0658 27.3939 29.9677 28.1579 26.8182 39.0582 31.7932 27.559 27.5492 26.6611 34.6138 27.7578 32.1516 27.6593 26.1715 26.1402 27.6688 27.9992 26.0621 28.0256
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.5723095224056084 1.6123350876002307 1.0000000180025095e-35 1.3592535390735871 4.0049041761242465 6.0906794990390116 1.0000000180025095e-35 0.66849908449309148 -0.97446007815901359 -1.2417284683960583 -0.69470722964222087 1.3920612532805436 1.3882238010523584 0.18027197647488721 -1.1665462023349533 1.0000000180025095e-35 1.1805075234903204 2.658618568664846 2.3689948402903473 -0.052537044703927886 1.0000000180025095e-35 0.54666108504557676 0.59490755894476621 -0.61666073896454232 0.61209604705635701 2.0994270724704638 0.037224227010962403 2.7042859296290112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -5 14 10 19 -2 -12 -13 -14 15 -1 -16 -18 -17 21 23 22 25 -21 -3 26 27 -10 29 -23
right_child=8 24 -4 6 5 -7 -8 -9 9 -11 11 12 13 -15 16 18 17 -19 -20 20 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00086949976952684907 -0.0011593398392531003 0.00013064556604422463 -0.0016090160804062882 -0.0016998825728336861 5.0942128762543448e-05 0.0020455474709579775 0.010856964945048873 0.0043848913520369761 -0.00054736255641987699 -0.00053419617970174125 -0.00025127210034650181 0.00095951214097728652 0.00034277266506709805 -0.00085986501887839312 0.0079549931918152083 1.0118240162571586e-05 -0.0010822128952461458 -0.0034661095328124315 0.0030478825409613157 0.0023975333797243087 0.0099265418331148797 2.2373236207483702e-05 0.00016971104106564238 -0.0022482119477865502 -0.00045925145647689885 -0.00076385362431210006 0.0015937579763677415 0.0032346281050242755 0.00068509895057848179 -0.0037460324298337583
leaf_count=22923 3057 71543 10984 11085 12018 1496 57 154 5782 24056 16381 12922 44915 4070 95 14018 6138 1190 631 946 68 17035 21767 302 18925 21499 1826 354 15270 424
internal_value=0 -0.0346518 -0.0935147 -0.0731217 -0.0540472 0.0512599 -0.266771 -0.0935054 0.00760745 -0.0157999 0.040061 0.0477274 0.0671477 0.042134 -0.0990004 -0.069695 -0.236732 -0.254207 0.0253344 0.00598994 0.313067 0.000994067 -0.0321643 0.220155 0.00305168 -0.0843681 0.0273993 -0.0494595 0.0499472 -0.00895062
internal_count=361931 171257 80789 69805 58663 13514 11142 45149 190674 109329 81345 78288 61907 48985 44995 37572 7423 7328 14649 85273 1316 83957 51228 1248 90468 29461 7962 6136 32729 17459
shrinkage=0.0060083


Tree=1678
num_leaves=31
num_cat=0
split_feature=785 519 728 803 678 666 609 268 533 332 507 588 678 464 689 608 900 712 264 1450 1228 768 689 1235 578 1470 382 921 784 1046
split_gain=81.1725 58.5833 62.3731 66.2209 67.3793 62.14 57.9581 57.3933 54.126 48.527 47.6958 44.231 43.1202 41.1855 40.9621 40.8498 41.1081 39.867 34.9486 41.7618 34.6147 34.4693 34.3248 33.9104 33.1767 32.6777 30.938 42.6457 30.8254 30.0396
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.34708990927187483 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0941628986121894 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 0.66665475971017707 0.48923120718859159 -0.63779424894106762 1.0406688472030448 -0.34557539116087493 0.9948761292206888 0.12803632432176856 0.72022076402865742 -0.64316232591501354 -0.87905496296652397 -0.30201883572949845 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 -1.4186728844878853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 10 4 8 12 -7 11 15 13 21 26 -5 25 -10 16 -4 -1 23 -20 -16 -2 -12 -11 -19 -6 27 -3 -18 -26
right_child=1 7 3 5 9 6 -8 -9 14 18 22 -13 -14 -15 20 -17 28 24 19 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.00014114780682355246 2.8400771841897131e-05 5.304924719557972e-05 -0.0002187914138516005 -0.00022494170058225552 -4.7737787183855e-05 0.00032095094914227798 -0.00052787775584220019 -7.3059178670363504e-05 4.2498132417935245e-05 -0.00016006864514500949 0.00019773493480047019 0.00031087178507499671 7.9551002740844929e-05 -1.4219906126930934e-05 -6.1486785340944864e-05 -4.9328571669073224e-05 -0.00013772388532626957 0.00026109493455582478 -8.2392289653886922e-06 0.00018013120854750347 -0.00018111395592228808 -7.6995062960289587e-05 -0.00011489358779251519 1.2747242140112128e-05 -0.00026082700503618738 -0.00022451581248663185 -2.8637040221550639e-05 0.00038599138390550078 9.6480291982444907e-05 7.8407275358575876e-05
leaf_count=3225 31293 3750 42311 2881 9447 3683 279 7713 12047 5837 6561 3001 4547 18438 67002 13426 11481 3439 6991 7271 11695 19810 1519 17690 935 13439 5293 1761 3206 21960
internal_value=0 -0.0393302 -0.0483775 -0.0652758 -0.0744353 0.0932551 0.29927 0.063964 -0.104999 -0.0233024 0.0156613 0.140838 -0.0278325 -0.0845067 -0.0707821 -0.16362 -0.202022 0.0776213 0.0258542 0.102511 -0.0908832 -0.0110582 0.163997 -0.0251129 0.102987 -0.168598 0.0792644 0.185949 -0.0880807 0.0745683
internal_count=361931 332372 310854 251671 240281 11390 3962 21518 161168 79113 59183 13805 7428 41324 90744 70424 56998 29559 37789 14262 78697 51103 8080 23527 26334 22886 10804 5511 14687 22895
shrinkage=0.00087056


Tree=1679
num_leaves=31
num_cat=0
split_feature=50 56 1470 651 115 1463 1466 1466 1451 699 323 150 1459 1392 1333 1311 519 1170 434 1386 43 674 1427 1470 703 91 1357 865 1450 1456
split_gain=29.4816 52.7487 27.2001 26.6683 24.6763 26.2625 29.1952 29.8033 24.9859 24.6404 27.4139 34.234 32.7876 30.6659 28.5448 26.507 25.8698 25.9862 26.0202 25.6909 27.2173 25.2523 25.1169 27.5464 24.4496 24.3733 24.9469 25.4391 24.0917 28.6249
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 1.1107569744011787 1.3947035982071894 0.94170239728407068 -0.18022961856084521 -0.43093759246890578 0.10174874292923865 1.0515789206008181 1.0000000180025095e-35 -0.57887510452810387 0.40413748344094969 3.0243454669273118 0.63319005852646459 -1.6774536468942296 2.1420547332082829 -1.0649788394625159 1.9396388055582421 0.37625148072740094 2.2744972866152193 1.0000000180025095e-35 1.0000000180025095e-35 -1.0707526962657208 -1.6015642574650035 0.6113505898814765 1.0000000180025095e-35 1.0000000180025095e-35 1.1911932593428711 1.3778752582070839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 4 5 -4 7 28 -8 10 11 12 -2 19 -15 -14 17 -13 22 20 -12 -17 23 -19 -3 26 -1 -28 29 -7
right_child=9 24 3 -5 -6 6 8 -9 -10 -11 13 16 15 14 -16 21 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0026060535640352565 -0.00077564542260901716 -0.0012655935106016681 -0.00080314934461013076 0.0002420935479341595 -0.0019515040823776782 -0.00078760471898165743 -0.0019958359013075842 0.0059636959336345167 0.00066466654467369662 -0.00034933756156999018 0.00042930471492357388 -0.00066990869355346594 -0.0043868367925173892 0.0013165928278280664 0.0071507509561500125 -0.00027322423367276904 0.0011498459080846247 -0.0017666259903895637 -0.0017392848972108881 -0.00011086334897303746 -0.0011767185228375361 0.0015228441322635308 0.00055917685893905735 3.5559576683472422e-05 2.4464668303388349e-05 0.0023165823020167634 0.0055651213389714066 -0.0021970497134180772 0.0036769594617385251 0.0039775338527467778
leaf_count=506 21180 3889 52158 6176 7282 1925 2007 331 1584 27448 61779 9247 247 515 178 3173 3524 1623 1341 28400 2600 2541 19009 14577 86568 957 169 139 527 331
internal_value=0 -0.0353416 -0.0938446 -0.104539 -0.124021 -0.108858 0.0435232 0.229014 -0.115907 0.00710417 0.0167034 -0.0145714 -0.0815625 0.0418724 0.484863 0.060865 0.0183349 0.00366116 0.0276631 0.038285 0.0620922 0.088652 0.0382323 -0.0237464 -0.00275934 0.163092 -0.123622 0.364441 0.14124 0.0125767
internal_count=361931 164549 74092 72321 66145 58863 6705 3114 3591 197382 169934 76462 27141 93472 693 5961 49321 45797 36550 92779 64379 5714 35209 16200 90457 1771 814 308 2783 2256
shrinkage=0.00612847


Tree=1680
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 1096 726 746 520 647 590 570 585 585 1421 795 981 566 1298 624 139 1047 491 1270 833 864 50 973 643
split_gain=63.5926 54.6155 40.9385 45.1786 47.2848 43.2082 36.4465 33.4426 30.6238 32.0151 29.825 80.2431 30.7162 28.9655 28.5945 27.9684 27.9558 38.5433 33.6998 35.2798 28.6046 28.0715 27.8844 28.7731 27.6384 30.3146 27.2861 26.8951 27.4292 26.6806
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5103007336851382 -0.87782724458594241 0.58895901036483078 -0.48460852809644533 -0.8867634123843694 1.0000000180025095e-35 1.0107116206971127 1.0000000180025095e-35 1.7060327193526743 1.9839842507384622 1.5690779363521359 -0.17924793956703625 1.7958133547178743 -0.34654259480853461 1.2715548986558056 1.4029819728521 -0.6736942773282707 0.72275257928592751 0.55630078546380823 -0.089283776459394754 -0.70057572354603204
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 8 -4 14 -7 13 -10 11 -3 15 -2 -1 -12 18 -18 20 -20 21 -5 -19 -24 -23 -26 -9 28 -14 -22
right_child=1 10 5 16 -6 7 -8 26 9 -11 12 -13 27 -15 -16 -17 17 22 19 -21 29 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00016949603818242415 -0.00030174043889528318 -8.7754516507496645e-05 3.7881864947931654e-06 -3.1741347853868858e-05 -3.0548782300812976e-05 -0.00010951336147551966 -5.0185331624181107e-05 0.00025494131648592033 -8.0165674430978488e-05 0.00026128256746962202 -1.8394256491806009e-05 0.00042193342749231356 -9.9064696292600982e-05 -0.00012941049870034856 3.3763924900663749e-05 -0.00025104400359189774 -7.790446102225762e-05 -0.00011441991381731848 0.00017540763826220181 -0.00024031320720887452 0.00013070832948129101 -0.00034785411908006989 0.00041784043436540855 -0.00026390294796722153 0.0023833912532353848 3.4451515421068557e-05 -0.00010551901921371091 -4.4185829173416476e-05 -0.00021181747045636933 7.476516040516038e-06
leaf_count=9701 9354 4821 34551 28272 45923 1345 8295 5497 6267 1058 30285 1384 24113 24688 11563 3085 26904 757 6081 703 7263 1889 1115 220 31 87 753 13882 22365 29679
internal_value=0 -0.0392513 -0.0221359 -0.036713 -0.0786811 0.0378512 0.064596 0.178774 -0.149772 -0.0227999 -0.0902951 0.0642847 -0.102586 -0.191357 0.110388 -0.0423689 -0.00813167 -0.0653562 0.0136721 0.150462 -0.00151301 -0.0527727 0.193023 0.355784 -0.328701 0.79151 0.241238 -0.137663 -0.171341 0.036701
internal_count=361931 332372 232437 190291 87290 42146 29559 7595 41367 7325 99935 6205 93730 34042 21264 33370 103001 28996 74005 6784 67221 30279 2092 1335 2007 118 6250 60360 46478 36942
shrinkage=0.00087056


Tree=1681
num_leaves=31
num_cat=0
split_feature=1430 1298 884 1016 1444 690 284 675 766 58 816 1227 1148 954 839 729 1092 1454 830 1253 1449 126 1294 344 223 348 1262 216 1392 255
split_gain=29.2413 52.0533 44.4085 39.708 39.8774 36.7167 35.4378 27.8917 26.941 31.7708 26.7992 26.9697 32.3158 31.161 26.8714 26.1204 33.9271 29.5071 27.6126 33.6283 26.748 29.0167 25.8308 27.0915 30.6667 29.0312 27.4496 27.012 26.2381 25.6384
threshold=0.54622893720785959 1.0000000180025095e-35 0.66905551989196432 1.0000000180025095e-35 0.61050815248025436 -0.20065500557806043 -1.4691678416048204 1.3006397995630099 0.88323899621393387 1.0000000180025095e-35 6.0906794990390116 1.0000000180025095e-35 0.85514867284464147 1.6276177283287072 0.29979302171084954 0.75637635299260908 1.0127093791323547 0.50933602050530713 0.75196294419854781 -0.81304202988458008 1.2624102624837521 2.7891731844326864 2.2019233343356794 -0.303605426308375 2.55335795470838 0.65455683113896346 3.3129579003675027 -0.58955157269177672 -0.74331690959581243 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 -1 15 9 -9 11 12 -8 -14 -15 17 22 18 -3 -20 21 -19 23 24 26 -26 -17 28 -24 -13
right_child=-2 7 5 -5 -6 -7 10 8 -10 -11 -12 29 13 14 -16 16 -18 20 19 -21 -22 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0024910867301937653 0.00012938273788285965 4.8263669537726451e-05 -0.00049623777367521587 -0.00012370355519907393 -0.0015933386481215175 0.0017048272883970165 -0.0013114705677044279 3.9323082223238373e-05 -0.00088609168367253621 0.0010974729725293606 0.0036713170665930626 -0.00047041002965255482 0.00030696686648633926 -0.00037520074218944419 -0.005015884695525095 -0.00023375584144967251 0.00096147669433759996 -0.00047204087031593934 -0.00052388928341433609 0.00083206458853192565 0.00044056289382741408 -0.0033836772284231561 -0.00044416639735061342 -0.00077805470845623164 0.0013974573258920288 0.0096297041363914218 0.0039413225002596693 -4.0003606230634252e-05 0.005601375009852699 0.00029530655457218641
leaf_count=2927 85047 60222 1615 47919 9236 2236 15800 6408 1687 7566 150 29022 4631 394 309 14263 2346 14691 3229 12340 4100 416 193 22841 243 74 251 1044 293 10438
internal_value=0 -0.022496 -0.0619783 -0.0720045 -0.114903 0.159378 -0.0941809 0.00390968 0.0878572 0.117817 -0.0840383 -0.0878661 -0.17162 -0.0192958 -0.455205 -0.00719541 -0.0604127 0.01138 0.0315245 0.111781 -0.063404 -0.106994 -0.0807315 -0.0937243 -0.0125021 0.702216 -0.030029 0.234257 0.680857 -0.0515425
internal_count=361931 276884 124677 120826 72907 3851 63671 152207 15661 13974 60744 60594 21134 5334 703 136546 41548 94998 75791 15569 19207 15107 39202 37672 14831 317 14514 1530 486 39460
shrinkage=0.00523059


Tree=1682
num_leaves=31
num_cat=0
split_feature=21 1451 639 147 1311 859 789 65 1470 862 705 519 796 1076 555 1290 1027 543 1384 277 21 150 1466 1466 1454 1457 1462 1467 1450 1451
split_gain=29.0259 42.3378 29.8365 38.8308 39.0277 32.2593 41.436 45.2665 38.0275 34.8007 35.3302 38.5601 35.2499 31.9648 31.6897 31.3083 29.1236 28.7589 26.8472 26.7807 27.0434 47.3576 37.9167 54.1235 69.2093 47.4581 57.6378 46.4629 43.7392 41.6983
threshold=-2.7818205974049124 0.29201411858153481 0.22452109662663058 -0.044493704381537387 3.1487438132378309 -0.54135187694831066 1.1248358748350926 1.6527691397016595 -1.3545928909252491 1.0000000180025095e-35 -0.70742728023799406 2.1420547332082829 0.38087715954262297 1.0000000180025095e-35 -0.44892272233114283 1.8124611990991408 1.0000000180025095e-35 1.0000000180025095e-35 -0.8464345232977436 1.3181246273988552 -0.13431221002227373 -0.42935718370057741 -0.34779812981506525 -0.43963506823211579 -0.2363894608792538 -0.60839379085046319 3.0530110531883921 0.55132319640754079 -0.66528511660178136 -0.39787897668649203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 13 -5 6 7 8 18 12 -11 -12 15 14 -4 -10 -14 19 -2 20 21 -7 23 25 27 26 -22 29 -29 -25
right_child=2 -3 3 4 -6 17 -8 -9 9 10 11 -13 16 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.004685351192401572 0.0012903268752702908 0.0028604546575059834 -0.00045462849345542133 -0.00061634749048399267 0.0034279144607465869 -0.00017008057084663182 -0.00055604918688599006 -0.00064078646336893021 0.0004763216801157912 -0.00010979810168730164 0.00063924113911658005 0.0020650572638857057 -0.0011477297897554823 -0.00050251899369639576 0.00047484562930903538 -0.0011942458080179809 0.00053452186067257405 -0.00057609318971155773 -0.0024439402412561309 -0.00053975540177863776 -0.00098253667269765778 0.00048533721750937159 -0.00037985130964500165 0.0011967727669566967 0.0039910986630331538 0.00023397815818764576 0.0054988855684925926 -0.001821814094821492 0.0060307197575466178 -0.0021664519366906662
leaf_count=132 299 807 8840 40687 396 32864 9401 8941 16954 7944 32653 2531 5304 16387 19592 2037 2184 21264 978 16280 7877 35301 42838 1096 925 25807 162 149 289 1012
internal_value=0 0.368433 -0.0107366 -0.0510243 -0.10763 0.000241227 0.0345392 0.0510607 0.0674348 0.074714 0.1115 0.140419 0.00921814 -0.00353826 0.0413472 0.059981 -0.124452 -0.0174998 -0.286958 -0.00840335 0.000689333 0.0353322 -0.0263075 0.0256678 0.281656 -0.00240594 -0.153559 0.0822952 0.702887 -0.0612874
internal_count=361931 939 360992 85902 41083 275090 89226 79825 70884 69607 43128 35184 26479 44819 28432 18991 7488 185864 1277 164600 148320 68165 80155 37317 3471 33846 8039 2546 438 2108
shrinkage=0.0053352


Tree=1683
num_leaves=31
num_cat=0
split_feature=785 332 395 540 1450 728 203 789 1356 714 712 1449 578 1430 1115 203 1016 677 1454 1469 518 566 652 710 703 496 982 416 1037 864
split_gain=74.6233 49.8138 97.2521 49.4841 43.5383 42.6288 42.2127 36.3146 37.5807 52.3328 35.114 34.7284 34.3926 32.7895 31.7607 32.999 31.8981 33.5654 30.3323 31.8731 29.4686 29.4226 32.3201 37.0836 36.5291 31.7685 32.6431 29.1884 29.152 29.6334
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 -0.35262914890079794 -0.49008176997875957 1.0605395091208547 1.1248358748350926 1.1703909184639636 1.0000000180025095e-35 -0.63779424894106762 0.74561756370782817 -0.87905496296652397 4.2254883379486126 -0.62075723651993064 1.6436232400911501 1.0000000180025095e-35 1.0000000180025095e-35 0.50933602050530713 -1.2083100587446829 1.0000000180025095e-35 2.1710320005650359 -0.98896428961744431 0.64337010118619475 -1.3699734350253194 -0.4378630725510409 1.5017825371017686 0.36240396016818616 1.6159143877994524 0.72275257928592751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 7 -5 -1 10 8 21 -10 -2 13 -7 -12 -14 16 17 -16 -6 -20 -18 22 -3 -24 -25 -23 -27 -26 29 -11
right_child=1 3 -4 4 18 12 -8 -9 9 28 11 -13 14 -15 15 -17 20 -19 19 -21 -22 25 23 24 27 26 -28 -29 -30 -31
leaf_value=-0.00023681720708940802 -7.0768077066757704e-05 -3.9088710396730383e-05 -0.00011472693706962171 -0.00011148092651511814 9.8186631439737897e-05 0.00018764797831486528 -0.00034665562811031817 -0.00018898272130647766 -0.000134816188807906 9.9102027448082816e-05 -0.00026210580536418544 -8.1842440412868331e-05 -0.00015409308100254224 0.0007596522656733931 -0.00016671659326989203 -0.0002634024647123054 0.00025070343104076527 7.4382758402507821e-05 0.00034538319087963848 -0.00017374747628091654 4.1189179063336793e-06 -0.00017407886213825058 -0.00016479536266439574 -0.00023266065744382398 -8.7937192594325736e-05 3.771038323530514e-05 0.00060488289184200666 8.7774164758050373e-05 0.00041999410417105587 -0.00024406569452439225
leaf_count=3396 7874 12825 82513 11331 9005 3407 20329 25940 7726 5820 38294 6655 5416 97 3845 1436 3772 4668 422 2896 3619 2883 70705 4559 10492 4467 373 5369 798 999
internal_value=0 -0.14019 -0.173387 -0.116868 -0.0329045 -0.0271011 -0.251794 -0.132463 -0.117508 -0.0206726 -0.219273 -0.250604 0.00124462 -0.283956 -0.0279295 0.0166141 0.0447264 -0.0427512 0.0486535 -0.114655 0.148962 -0.132075 -0.142238 -0.157469 -0.0758626 -0.00707362 0.0914702 -0.0287517 0.0965287 0.052899
internal_count=361931 332372 155762 176610 23654 29559 73249 152956 127016 15343 52920 45046 26163 38391 22756 17340 15904 8513 12323 3318 7391 111673 103950 91125 20420 7723 4840 15861 7617 6819
shrinkage=0.000905731


Tree=1684
num_leaves=31
num_cat=0
split_feature=545 1442 785 705 497 322 1049 958 391 1458 1465 885 1452 1457 921 21 1400 21 1053 1097 1463 1455 954 1458 1463 1465 1463 713 769 21
split_gain=62.6465 61.436 51.8032 42.8305 42.0025 41.6092 38.8343 37.3493 54.7737 38.4237 48.9822 48.6435 42.1861 35.9592 35.6399 35.3783 36.135 35.1923 32.878 32.8013 32.4249 37.3111 39.0625 34.1955 33.4244 55.1448 46.6368 31.9851 31.2126 30.7643
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 0.86867179873090239 2.2206245932530155 1.0000000180025095e-35 1.4391907879700609 1.313041538630376 1.475049428936581 0.084403803362298288 -0.41120921193798426 5.4658443334279108 -0.63504016340352343 1.5723103033889971 0.62154522891879982 -2.9709283393608152 0.27716963605031031 -0.70163543588998201 3.8289298140366834 -1.2571877020351898 -0.043407658172389896 2.3471481811667676 2.9053803668447165 0.044286003631707406 -0.23884079478003004 -0.39749697962010117 -0.25589234859845938 1.0000000180025095e-35 2.1003186601285262 -0.70163543588998201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 5 19 7 14 -2 -6 9 18 10 11 12 13 -4 -5 -1 17 -17 -9 -3 24 23 -23 -22 26 -26 -12 -21 -16 -27
right_child=1 2 3 4 6 -7 -8 8 -10 -11 20 -13 -14 -15 28 16 -18 -19 -20 27 21 22 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.00054486510177218471 -3.94632231009258e-05 -0.00022619676291792788 -2.4083036328807671e-05 -7.7478477623937077e-06 0.00032434295779418341 -0.00017864124064400497 -0.00019330562359217213 8.0226968943584182e-05 -0.00038843788767249507 7.1740185640311711e-06 -4.9487709074683724e-05 0.00086383667406137615 -0.00015930987722204197 0.00065871918301046799 0.00010597355808010812 1.545471256364483e-05 -0.0001521147609122001 -9.3599885956671791e-05 0.0009936193499254912 -0.00014763405500584393 2.3213255965331903e-05 0.00048508302522751802 -0.0010005031635927407 -0.00039197328072774552 0.00092700425881805243 0.00011063048753779187 0.00062068135682235106 0.00011665479051678299 0.00073795325044681407 -0.00029743030643677781
leaf_count=304 24323 1199 7576 36530 2654 17635 563 14243 1168 40878 27441 143 31750 253 8059 22792 30525 40438 154 1834 22343 839 60 798 133 922 388 20526 260 5200
internal_value=0 -0.0178694 -0.0047849 -0.0164085 0.0382372 -0.104002 0.261508 -0.0350148 0.0672529 -0.0466366 -0.0715228 -0.134426 -0.14024 0.00303959 0.0206554 -0.0914597 -0.0948769 -0.0625229 0.101097 0.0893897 -0.0313762 0.0287817 0.432113 0.0106436 -0.0769006 -0.229714 -0.0444464 0.107723 0.142953 -0.266386
internal_count=361931 267872 225914 202355 48066 41958 3217 154289 15565 138724 97846 39722 39579 7829 44849 94059 93755 63230 14397 23559 58124 24040 899 23141 34084 6255 27829 22360 8319 6122
shrinkage=0.000887971


Tree=1685
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 784 578 677 602 784 878 921 727 647 590 570 50 1046 519 268 1421 1150 1245 859 211 1134 1237 979 284 1362 725
split_gain=80.24 68.7377 46.6228 39.9158 38.3331 35.3789 34.4877 59.4999 35.6703 44.6265 34.4425 42.1363 30.822 83.7591 30.8842 30.5601 29.4024 29.0029 52.0821 28.2778 27.9492 27.949 26.716 26.5922 26.5858 29.7835 26.2078 26.1351 25.7581 25.6743
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 0.9594655836162902 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.48460852809644533 0.55630078546380823 -1.4186728844878853 2.1420547332082829 1.0000000180025095e-35 1.0107116206971127 1.0000000180025095e-35 -1.7128333084108756 -0.98545034728205338 2.1765558379704069 1.0445639817206116 1.4298092310842805 -1.1195857208238145 -1.5553584877332924 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 6 -5 7 21 17 26 27 -12 13 -3 19 20 -7 -8 -19 -14 -16 -2 -13 -9 25 -18 -10 -6 -22 -23
right_child=1 12 -4 5 10 16 8 23 9 -11 11 22 14 -15 15 -17 24 18 -20 -21 28 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013841512025123775 -0.00067150429070263423 -9.2276545520515325e-05 -8.8109603858987681e-05 0.00025405382483348945 -0.00030686729797995077 -0.00025129696939348077 1.3311121902317032e-05 -2.0057001190492345e-06 -0.00023489750662157634 -9.6375752853655229e-05 -0.00016196127549499061 0.00049271025230988321 -2.503999627297922e-05 0.0004079906169669819 -0.00011468409354992234 -4.5116678659674227e-05 6.7291883521754527e-05 0.00024621511083390167 -6.4158760055847786e-05 -0.0002492255663436141 -0.00016494835017070758 -1.1568492479241197e-05 0.00016324599857354448 -0.00025259653034381927 0.00023440190223733787 -0.00021122083946018228 4.6706292575449724e-05 2.4901780979527357e-05 -0.00035666989014919231 -0.00015532201971411101
leaf_count=3225 755 4821 35150 3439 1026 935 44939 37244 1366 20492 1119 926 30285 1384 29129 13882 17799 4226 2571 3085 10499 7447 4670 1682 2833 1328 14754 28100 6850 25970
internal_value=0 -0.0419498 -0.0227335 0.0745488 -0.0106831 0.100027 -0.0257069 -0.0657105 0.000452333 -0.049846 0.0517134 0.184956 -0.0990689 0.0578897 -0.111525 -0.146613 0.0705836 0.0360425 0.159483 -0.0512617 -0.182328 -0.153468 0.256366 -0.0136769 0.0859576 0.0583031 0.0328812 0.0191378 -0.27498 -0.144589
internal_count=361931 332372 232437 29559 197287 26334 161446 73098 88348 36612 35841 6715 99935 6205 93730 60360 22895 51736 6797 33370 46478 34172 5596 38926 21960 19127 16120 29126 17349 33417
shrinkage=0.000836755


Tree=1686
num_leaves=31
num_cat=0
split_feature=785 728 1080 1096 1022 1154 322 491 150 86 647 590 471 846 146 20 1466 725 1450 1362 980 1456 585 139 858 971 763 706 845 421
split_gain=61.2239 53.7106 40.1025 36.9741 36.019 44.1747 37.8088 32.3976 31.4792 30.8345 30.5601 84.9212 30.5538 30.0682 29.1937 32.0683 28.1047 28.1726 30.8324 36.2361 29.8873 29.8154 27.7864 26.9657 26.3936 28.5531 26.1954 26.1151 26.0144 25.9236
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2715548986558056 -0.45926076786608272 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 2.9395468797111257 -0.53268848306471728 2.888475460910541 -0.37168563270387045 4.2156336175810223 1.0000000180025095e-35 0.88343564287383192 1.0000000180025095e-35 -0.90914988908073269 1.3778752582070839 1.0000000180025095e-35 1.6307671772553987 -1.0336692051997565 0.33466094256361162 0.35720372001585082 0.27263426351069292 1.6673944371136227 -0.84969188237891136
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 22 5 6 7 16 -6 27 11 -3 -4 -12 -15 -16 17 20 -19 -20 -2 -22 -1 29 25 -7 -17 -8 -24 -10
right_child=1 10 12 -5 8 24 9 -9 23 -11 13 -13 -14 14 15 26 -18 18 19 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00015359527523256734 -0.00024831628676340187 -8.3692233817695997e-05 0.00010856506599532853 -4.9389218825643875e-05 -3.9935410778132229e-05 -0.00022228538051790461 -5.5750043058575592e-05 0.00015004823320148003 9.2359931814801712e-05 -0.00030265435159770453 -3.152088081439625e-05 0.00040060812588939792 -0.00070841356522652614 -0.00011273263002397563 -0.00023431664091391009 0.00037585133594579756 -0.00077605860177355703 -0.00014004033547585456 0.00022551469029773462 -0.00027408784313094983 5.4449341482375071e-05 0.00054599882559010899 8.4355945673425677e-06 -0.00011724786674200989 -7.4390324437828714e-06 7.583419579562733e-05 0.0017212843098650071 -0.00037612125285317881 0.00033572945050782852 9.0149929359056387e-06
leaf_count=9701 1523 4821 7801 8295 49367 4296 7867 2068 12576 8432 29774 1384 135 63616 158 122 216 20094 1683 915 4186 443 10837 4353 48886 1512 60 1709 726 54375
internal_value=0 -0.0402464 -0.0232742 0.0616671 -0.0292959 -0.0631655 -0.125122 -0.0772615 -0.00562691 -0.23651 -0.0908459 0.0655353 0.118925 -0.103286 -0.135525 0.513857 -0.102016 -0.0948344 -0.137426 0.103484 0.052231 0.134201 0.107828 0.0214066 -0.024589 -0.175648 1.09326 -0.133033 0.0372206 0.0312494
internal_count=361931 332372 232437 29559 224501 103830 49136 31128 120671 18008 99935 6205 7936 93730 63956 340 29060 28844 22692 2598 6152 4629 21264 71304 54694 5808 182 9576 11563 66951
shrinkage=0.000804263


Tree=1687
num_leaves=31
num_cat=0
split_feature=785 21 885 803 972 843 954 1466 1469 1466 1466 1453 1466 1469 1465 1458 1466 1466 682 1470 1452 1455 1457 1460 1467 1450 1450 1470 153 1458
split_gain=30.1583 30.2434 42.6511 41.5615 38.3539 32.7998 32.5985 31.7737 61.057 52.8912 89.8964 47.1775 46.4468 46.1546 54.8948 40.5164 88.4675 96.9929 60.7116 54.2244 43.5779 39.8403 42.011 47.8476 45.2916 39.401 37.7067 37.041 36.8405 36.2538
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 1.9682860324222273 0.22387664722040937 2.2892590682533238 1.6276177283287072 0.27725162624946764 1.171815316512917 0.048793375953514358 0.041666216359983001 0.47485221662462634 -0.035273251782798838 1.2111562318064311 0.62080061049844804 -0.14554587881095421 -0.30485107753748153 -0.27546937187240134 1.3140755578960717 0.56527064795239379 -0.51884229877715538 1.1386082259262511 0.55479587095569427 0.099810043912261961 0.45795951245827188 0.047327385624152674 4.2167433909250827 0.23412375418294393 2.4663449348564499 3.274982707062196
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 5 -4 -5 9 -9 10 12 -12 13 15 28 18 21 -18 26 20 -19 -17 23 -23 -25 -11 -2 -20 -15 -24
right_child=1 2 3 6 -6 -7 -8 8 -10 25 11 -13 -14 14 -16 16 17 19 27 -21 -22 22 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00035097205178032879 -0.0006231294810033392 -0.00047334394807570256 -8.6244201777952722e-07 0.0013585253538560031 -0.00048964098267167944 0.0015524689858250466 -0.0016073834301999323 0.0004179296337062602 0.0041100580162146908 -0.0024268447701838521 0.0010363512026061786 0.0076578415159388961 -0.0024214668411766641 -0.0016777310805655493 0.0046739080789636404 1.2912107150520703e-06 0.010059192190735918 -0.0011212064404836429 -0.00013814044733190595 -0.00152472924748381 0.0044459856184037427 -0.002088840457042722 0.0055716035277615129 0.0057914335818094872 -0.00063487170075893435 0.00042344019155533184 0.0087912682695030012 0.0033977401041660688 0.0092602465028249151 -0.0010416641275196061
leaf_count=29559 21368 100262 88977 5851 42690 2786 798 24586 1098 4251 455 465 2162 7643 315 17769 298 431 1518 775 1517 966 776 416 446 1682 76 1712 79 204
internal_value=0 -0.0192834 -0.0321553 -0.00846584 -0.0175626 0.00761238 0.151124 0.0190008 0.0872359 -0.0111533 0.011296 0.691637 -0.00230094 0.011139 -0.177202 0.0378132 0.10603 0.461902 -0.0359913 0.308233 0.501126 0.0465863 0.28624 0.0763944 0.414983 -0.231145 -0.0859247 0.278557 -0.231824 0.630717
internal_count=361931 332372 241364 141102 134453 91763 6649 91008 25684 65324 59391 920 58471 56309 8037 48272 23598 3021 24674 2723 1948 20577 2808 1828 862 5933 21444 3230 7722 980
shrinkage=0.00663365


Tree=1688
num_leaves=31
num_cat=0
split_feature=1431 1454 1458 346 50 56 1470 1400 1454 764 426 1366 1460 1465 1039 871 990 565 533 848 1117 1044 799 1178 831 967 476 710 629 1320
split_gain=29.2966 29.167 29.8016 32.7247 29.3599 46.2383 35.6881 30.5683 30.3496 34.2253 39.1787 30.8654 33.8336 31.694 29.3156 29.0865 28.6781 28.5332 27.7153 28.1822 30.1523 26.303 25.4351 25.1454 25.9727 24.6219 24.3126 27.5659 32.6322 30.6539
threshold=1.0099929608726099 -1.0640499357927207 2.6054386111478895 2.2729813834108188 0.55630078546380823 1.0000000180025095e-35 -1.3664195657027294 0.17736563190352031 0.8862013653042119 3.2730992757113588 -0.56224698483221347 2.0183251275724516 0.69190404625496948 1.4537820900595428 -0.57371805049144986 1.0000000180025095e-35 -0.65173602059264935 -1.368129984949457 1.0000000180025095e-35 3.7524743803482115 0.62706077109363811 1.1794127114999575 -0.58454210970522613 -0.30069677486371632 1.5439492150636704 1.8941509870684059 1.1361236590950645 2.0142775757586349 0.73433421603014482 -0.91147409347206354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 14 9 10 15 12 13 -10 18 23 -11 -14 19 -3 -21 -20 -12 -8 -25 -2 27 29 -29 -24
right_child=25 2 -4 -5 -6 6 8 -9 11 16 22 -13 17 -15 -16 -17 -18 -19 21 20 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0042745316177320329 -0.00037200669502804524 -0.00040819912006745932 0.00088379933245068937 -0.0010492406204044541 0.00024125474639689231 -0.0030903770391111978 -0.00057801612155444337 -0.00090773900936260159 -0.0011265830207363885 -0.0013765825731087316 0.00096303069322069106 -0.0038796058904539223 -0.0042433500834119092 0.00079893017465892111 -0.00049613826091998096 -0.0012969768962226762 0.0058191589875176532 0.0012032950016678257 0.00075025654021192211 0.011270243719027842 -0.0078729374988125884 0.01571205792857603 -0.00069495719501057015 0.00016926520277283077 0.0025056729181959065 -0.0020688600476063026 -0.0007953395589080771 0.0022687753831911271 -0.0014015233526509323 0.00037460989391585175
leaf_count=504 51986 13526 7237 9501 68231 744 13399 29964 10145 218 12540 625 256 2174 44603 7684 434 3246 10238 107 39 26 6951 12687 1143 3265 4833 2782 680 42163
internal_value=0 -0.00387293 -0.00306982 -0.0069265 -0.00298684 -0.0168707 0.00961567 -0.0596556 0.0127117 0.0268611 0.0237668 -0.0729764 -0.0551899 -0.1098 -0.0323929 -0.0421892 0.541694 0.125796 0.0332339 -0.0470559 1.04375 0.114466 0.0515816 -0.0106825 0.0553877 -0.0659859 0.0323299 0.0456987 0.229557 0.0324307
internal_count=361931 306680 306176 298939 289438 221207 122704 98503 121960 105514 104862 16446 15821 12319 68539 34913 652 3502 23936 13672 146 10264 69949 27229 13830 55251 57409 52576 3462 49114
shrinkage=0.00690165


Tree=1689
num_leaves=31
num_cat=0
split_feature=728 479 785 1020 519 728 382 723 921 791 789 859 861 921 507 651 1049 1457 714 706 660 593 1238 867 592 212 854 797 1023 686
split_gain=64.3436 49.9981 51.5202 45.6285 39.0717 72.9853 46.8721 41.1816 68.4438 57.9766 47.1513 48.1553 46.9673 45.9561 46.2677 51.659 39.7289 38.209 38.0176 37.9137 36.3149 35.5203 35.146 34.296 33.5329 33.1209 32.6083 61.7916 33.1705 32.3468
threshold=1.0000000180025095e-35 1.6834386678921571 -0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.90320472132347296 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.1248358748350926 -0.54135187694831066 1.0000000180025095e-35 0.62154522891879982 0.65809631222906606 1.1107569744011787 1.2334500886949249 4.7787224532167558 1.0000000180025095e-35 2.0258146145105322 -0.72421686037558375 -0.58017643881618097 0.46340146005616162 -0.72818492217606867 -0.59494694347224619 -0.59961894776944746 -0.87473648844905705 0.63961785378869596 6.1500100900864334 0.74125683352085103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 -2 7 -6 16 13 9 17 11 -10 -11 14 -4 24 21 20 -1 29 -9 -7 -14 -13 -16 -24 27 -22 -28 -5
right_child=3 -3 4 19 5 6 -8 8 10 12 -12 23 22 -15 15 -17 -18 -19 -20 -21 26 -23 25 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00012178585353271318 -0.00012635315844040378 -9.7837820528419005e-05 1.8781701932095458e-05 -2.9156619796659217e-05 -0.00017269003057034178 -3.6199438775591114e-05 1.9052866001876106e-05 -2.1363552122498879e-05 0.00020511204089223664 -7.5153932080039077e-05 -0.00020178426787972816 -0.0003143457860864275 0.00010621916258590384 -0.00010530298578855857 0.00047686935853610406 -0.00025514892388316796 -4.0617925564297379e-05 0.0004199921990841102 0.00012229139019307922 0.00012697763511188945 -0.00013375813373823358 0.00037520248319980877 -0.00032858182718708531 4.484069232201776e-05 0.00016263556425129554 1.7964775470926289e-05 -0.00012656198725149895 0.00027580818107187348 0.00055860519652243526 -0.00014996361141037556
leaf_count=2630 47529 31062 31905 42345 3033 725 5301 21633 6794 15882 2069 977 14823 7810 1230 839 1145 430 15880 4944 3216 3968 1635 10760 5630 4002 57435 1847 180 14272
internal_value=0 -0.0151353 -0.00532575 -0.0846458 -0.0154182 0.0861325 0.158838 -0.0244302 -0.0435319 -0.0644766 0.0687562 0.102528 0.00983693 0.0305491 0.0600767 0.203329 0.282371 -0.0962847 0.104152 -0.0446499 -0.100066 0.364892 0.0751001 0.0176865 0.261069 -0.0863504 -0.128425 0.0343189 -0.144603 -0.0624145
internal_count=361931 252841 221779 109090 203269 14172 11139 189097 141683 121083 20600 18531 36342 47414 39604 7699 5838 84741 18510 61561 84311 4693 20460 11737 6860 5637 62678 5063 57615 56617
shrinkage=0.00085349


Tree=1690
num_leaves=31
num_cat=0
split_feature=545 785 332 257 712 540 1065 657 1323 1002 1097 713 543 263 1092 1181 1436 1450 1008 1198 969 762 1098 1079 1080 1223 1023 265 921 622
split_gain=72.1418 66.4911 54.139 92.1019 48.3755 47.1877 51.4819 47.6756 42.5793 42.086 37.9926 41.1235 37.4403 35.5963 39.6125 33.4757 33.1811 33.7303 32.417 31.5981 29.911 29.5923 29.0688 28.9069 28.8538 28.5681 29.3325 27.8876 27.0323 29.2011
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0518754624258557 -0.29429909822911982 -0.81761644763149766 0.69854289147193727 -1.2571877020351898 1.0000000180025095e-35 1.0000000180025095e-35 1.6445160113075163 2.9499917481720264 -0.59467284272644005 0.60428344764309971 0.95337257963916655 0.49770748366498269 -0.921629809143793 -0.27438587380478469 -1.3307826694432541 -0.65750918523183322 3.0729769241839433 3.9810989087578279 1.0000000180025095e-35 7.4366709976304533 -0.54965261735414395 0.62154522891879982 1.611139978578408
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 10 3 4 15 24 8 -8 20 13 -2 -12 18 21 -15 -3 17 25 -1 -5 -7 -10 -13 -21 -4 26 -6 -19 29 -23
right_child=1 2 5 19 16 6 7 -9 9 -11 11 22 -14 14 -16 -17 -18 27 -20 23 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.603345586719006e-05 -0.00013478908293812646 -0.00018480666664101884 -4.544949297282782e-05 -0.00010465562489386145 -0.0002823855615889571 -0.00018716355151861139 5.9498383324309894e-05 -0.00017743621556002025 -0.0002032209322106412 -4.8775675681637648e-05 -0.00015028093411022339 5.8386697166292171e-05 -0.00018771101457724132 0.00021987079856404149 -0.00032056851493653251 9.0302994263767621e-05 -4.2945559373286734e-05 0.00022874195930766301 6.8213843934609596e-06 2.8534601671251749e-06 2.52169296142933e-05 6.0902803584404023e-05 0.00018627892346540615 0.00032358039038079357 0.00061330933821625441 -0.00014515479183891417 0.0012457142853146462 -0.00012847545627310287 0.00016376678242020971 -0.00013956939020843745
leaf_count=58044 2486 2539 51452 10521 20465 4535 3736 5888 1437 8380 2059 12450 14850 6129 374 5525 8103 1179 21165 47409 4488 31898 9340 794 181 14367 27 3103 6644 2363
internal_value=0 -0.0145002 -0.0265973 -0.066059 -0.1491 0.00153923 0.0325335 -0.103729 0.0534981 0.0722863 0.0861268 0.112007 -0.0934027 0.0953882 0.23008 0.0151475 -0.185664 -0.223441 -0.0746048 -0.0114108 -0.0916048 0.072925 0.138229 0.010812 -0.0519471 -0.254765 -0.33695 -0.0136848 0.0820776 0.0586209
internal_count=361931 267872 241537 114032 55308 127505 75872 9624 66248 57225 26335 23849 94059 48845 6503 8064 47244 39141 79209 58724 9023 42342 21790 48203 51633 34859 20492 4282 40905 34261
shrinkage=0.000820348


Tree=1691
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 1454 1452 21 1455 1466 1461 1467 712 1469 578 334 1226 561 1100 1450 83 828 520 1428 1469 1452 210 263 348 1049 1255
split_gain=65.2769 50.2769 38.5619 52.3909 39.2474 45.6128 42.7844 46.0079 47.9451 41.0544 40.366 38.0333 36.5783 34.6703 33.4863 33.134 40.0601 32.6391 30.9037 31.5597 30.8003 31.3306 30.2929 30.8434 30.193 29.1163 28.8805 28.3123 29.9259 28.5781
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.2363894608792538 1.2756511722692228 -1.0798509198017876 0.46304910557563933 1.2338320192623506 2.5032120688259147 2.7970633290015203 -0.63779424894106762 -1.1965077841566287 -0.87905496296652397 3.3282589927146211 1.3976603854473784 0.21068066121859358 1.3389766662418514 -0.54877514458847465 2.1827992373410878 -1.0536780337889886 1.5103007336851382 1.0000000180025095e-35 1.7225881306221138 2.3445682831865544 1.7227903396074284 1.6445160113075163 -0.1000730347161236 -0.4044072427894923 0.081590514740122175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 -4 5 15 7 9 10 12 24 -1 -6 -13 -14 16 18 22 19 -2 -15 25 23 -8 -9 27 -3 -22 -29 -30
right_child=1 26 3 -5 6 -7 17 8 -10 -11 -12 13 14 20 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00014535696871815612 -7.9189532650964612e-05 -9.9641127196604788e-05 2.4709341338731365e-05 0.00035503334087283716 0.0002884115853480055 -0.00028907056000376509 2.2662441225450921e-05 0.00032577337612157292 -0.00010870220963735708 0.00067736136145730313 0.00090635974491898297 0.00024824681261717644 -0.00012653125271672524 -0.00018590561510332514 0.0018861662012757481 -0.00014463221827040851 -9.046792150317944e-05 -0.00010111931198265583 1.6867972084674975e-05 0.00024332708781013627 -8.7188354420369722e-07 -0.00013534866249712607 -6.0846225487859497e-05 -0.0002313761033580828 -0.00047630309445620568 0.00038138974753489628 8.6365958342964804e-05 -5.4161889900229876e-06 8.788019769166117e-05 0.00032608881681266583
leaf_count=3225 26016 66760 10762 1780 844 3703 62949 2743 976 256 321 3439 5652 1661 26 13113 41114 17493 47555 996 8392 2203 24314 1742 197 1021 3060 3006 3215 3397
internal_value=0 -0.0415841 -0.02863 0.0848739 -0.0351995 -0.063256 -0.00658438 0.129226 0.293515 -0.00307144 0.414163 0.0636606 -0.0470187 0.0886431 -0.13253 -0.0565471 -0.0443692 -0.0196012 -0.0144842 -0.0760877 0.0594802 0.0810978 -0.00465441 0.0190411 0.329249 0.108522 -0.103679 0.0884018 0.166828 0.247175
internal_count=361931 332372 262552 12542 250010 132497 117513 11015 4237 6778 3261 29559 6522 26334 5678 128794 115681 106498 74567 27012 22895 21234 89005 64691 2940 19031 69820 18010 9618 6612
shrinkage=0.00085349


Tree=1692
num_leaves=31
num_cat=0
split_feature=476 1235 785 705 1467 713 487 1176 993 541 958 391 43 1080 1464 1467 1454 747 773 970 803 677 769 1003 836 21 1426 1465 625 1452
split_gain=63.0452 66.5057 60.4746 46.4446 43.2066 43.2027 40.2924 40.2852 38.9204 37.9548 37.6425 39.73 39.2624 35.1565 37.4455 37.5286 46.8388 36.331 39.1755 35.5297 35.363 36.9434 48.7567 34.833 33.9855 33.2437 32.2385 32.2352 32.1 30.4717
threshold=-1.0099296266851885 -1.24934742919911 -0.86283290253235112 1.4125972960924511 4.0242090356330973 1.0000000180025095e-35 0.35570349484642388 -0.54948467686383295 -0.89727091510114898 -0.55676187874653171 1.313041538630376 1.475049428936581 2.2744972866152193 2.2092738772757108 0.2602645535820674 -0.39672429944253701 -0.80169152520006459 1.0000000180025095e-35 -1.0346603940470678 -0.46572954262593952 1.9682860324222273 1.0000000180025095e-35 0.0251558044527329 -0.7850915137800657 -1.8078942722299221 -2.7818205974049124 1.0000000180025095e-35 -0.40523020188868136 -0.62240508625585 0.55483083833984748
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 5 10 7 -3 9 -2 -5 -1 12 -12 13 14 17 16 19 -4 -19 -16 21 26 23 24 -23 -8 -20 29 -27 -7
right_child=1 2 3 8 -6 27 25 -9 -10 -11 11 -13 -14 -15 15 -17 -18 18 20 -21 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=1.9933854675284955e-05 -0.00017155509990116418 -0.00017399861112767849 -9.3389705914474942e-05 0.00036953805785283817 0.00043682298367769427 6.814104999399718e-05 0.00056874046223695561 -4.183848934773539e-05 5.8310745931416891e-05 -8.5536548757930917e-05 8.4937875684653889e-05 -0.00027555972623779704 -0.00019060857737005966 0.00010031770522091312 0.00084907364966582937 -2.9134134847350862e-05 5.7784410266921003e-05 -0.00020835225488557846 -3.5553824322305771e-05 0.00013161540976997847 0.00014843774634849639 0.0015627785144202212 9.2287131863866932e-05 -6.7705552857772884e-05 9.0647278051192125e-05 -4.8216742628850633e-05 -0.00016984733699519817 0.00016283422092331306 -0.00018642626328457124 -0.0002219809188184807
leaf_count=21047 19858 1975 40813 1407 443 6987 207 21559 8918 37166 16036 1307 6738 6463 386 24120 17295 4325 22386 478 3660 54 13112 18612 3956 11167 10313 12849 26969 1325
internal_value=0 -0.0163246 -0.00285611 -0.0153841 -0.107855 0.0997885 -0.0891523 -0.117767 0.122678 -0.0515929 -0.0234105 0.0741319 -0.0331533 -0.027552 -0.0343637 0.0196589 0.0939387 -0.0550797 -0.028506 0.57369 -0.0177064 -0.0292633 0.0123184 -0.0445838 0.128715 -0.159517 -0.0892683 0.127233 -0.166983 0.0253547
internal_count=361931 265375 223515 200379 41860 23136 96556 41417 10325 58213 190054 17343 172711 165973 159510 42279 18159 117231 76418 864 72093 68433 35734 22622 4010 38343 32699 21161 38136 8312
shrinkage=0.000836755


Tree=1693
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 544 726 647 590 746 520 570 795 981 566 927 1470 858 854 490 585 623 1421 1047 491 1002 1154 1230 50
split_gain=67.8126 52.5247 44.2729 44.7032 46.1128 43.8637 39.2358 33.9631 31.6268 82.5596 31.1579 32.2198 30.8459 30.4656 36.9884 36.6254 36.215 31.0391 30.1872 29.0838 28.9215 28.7823 28.6222 27.8363 27.6483 28.8908 26.9377 26.8658 30.6209 26.6288
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.5103007336851382 -0.48460852809644533 1.0000000180025095e-35 1.7060327193526743 1.9839842507384622 1.0483613175537825 -1.3545928909252491 1.0825608069246189 -0.87473648844905705 0.71694933854781451 -0.8867634123843694 0.52492143731799945 1.0107116206971127 -0.34654259480853461 1.2715548986558056 0.69854289147193727 1.0000000180025095e-35 -0.92106560951488936 0.55630078546380823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 10 -4 19 -7 9 -3 21 -12 23 15 -15 20 17 -17 -19 -1 22 -2 -5 -10 -16 -26 -9 28 -21 -14
right_child=1 8 5 13 -6 7 -8 26 12 -11 11 -13 29 14 24 16 -18 18 -20 27 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00028147064488099097 -0.0002797076399585843 -7.9740031660565844e-05 3.7494298090288737e-06 -9.8092813177524254e-06 -3.0451720171643759e-05 -0.00010180138895029241 -4.7851022914954168e-05 0.00024236330430247948 -1.7655163999172667e-05 0.00039817889291597961 -7.437516185295185e-05 0.00024226771743373425 -0.00013846880678533289 -7.5646125535860028e-05 -0.00011281471147273479 -0.00051265884633750229 -0.00017874943967734387 0.00023673997886877065 -0.00013520180308953939 -0.00029088513692290894 -7.7954869184629537e-05 -0.00012101611814759919 7.9313939061092549e-05 -0.00023212693404791693 0.00037730937140472565 -0.00025365546619707697 -6.1446606651369677e-05 0.00013915433138593635 3.9968706111131738e-05 -4.197406591731907e-05
leaf_count=2141 9354 4821 34551 39379 45923 1345 8361 5292 30285 1384 6267 1058 46478 26904 757 182 931 5006 665 880 14103 24688 13739 3085 1115 220 958 9012 9165 13882
internal_value=0 -0.0407834 -0.0240006 -0.0391528 -0.080893 0.0384089 0.0664368 0.180521 -0.0908486 0.0684496 -0.151105 -0.0229604 -0.103499 -0.0107233 -0.07043 0.012047 0.154641 0.213909 0.239934 0.114271 -0.00378628 -0.19303 0.0174804 -0.0431431 0.182623 0.344704 0.243533 0.0881306 0.0136498 -0.138649
internal_count=361931 332372 232437 190291 87290 42146 29559 7595 99935 6205 41367 7325 93730 103001 28996 74005 6784 5853 5671 21198 67221 34042 53118 33370 2092 1335 6250 19057 10045 60360
shrinkage=0.000804263


Tree=1694
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 1027 746 726 520 647 590 570 585 50 585 1421 973 1002 1459 1459 788 1458 194 1078 284 913 1428 885 1038
split_gain=71.5738 54.966 41.3041 47.2986 49.6006 41.7295 37.7486 33.4937 32.5485 32.516 31.1852 85.0671 30.4272 28.479 27.7618 27.6714 27.6237 27.1525 26.5486 26.3571 27.6813 31.1668 26.4151 33.1873 26.3709 26.2313 26.0415 26.2081 25.9345 29.7855
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5103007336851382 -0.87782724458594241 0.58895901036483078 -0.48460852809644533 -0.8867634123843694 0.55630078546380823 1.0000000180025095e-35 1.0107116206971127 -0.089283776459394754 0.69854289147193727 0.77133902740777927 1.2659885913983882 0.38349571241217301 -0.21238062798407994 1.5271592296785539 1.0000000180025095e-35 -1.5553584877332924 -1.0282579537198486 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 25 15 13 -7 -9 11 -3 16 -2 17 -1 -12 -14 -10 22 21 -21 23 -5 -24 -4 -6 -28 -15 -30
right_child=1 10 5 19 26 8 -8 9 18 -11 12 -13 14 28 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00016336192266762183 -0.00029609573511748518 -8.9425173595250742e-05 -0.00028774408188866278 -7.1074049244114866e-05 -0.00015249011151237914 -0.00010752261359651201 -4.8699991477724217e-05 -7.8650622851360238e-05 0.00024352608100595543 0.00025212386078906821 -2.2437666158117897e-05 0.00041494399060304867 -0.000100089808894317 -0.00014342047892431108 -4.5504151641794706e-05 3.5132870721975663e-05 -0.00024442928581357609 -0.00020777139906264162 -7.0159858748758901e-05 6.3911838325583179e-05 -4.1151729484017974e-06 0.0003300977262426802 3.0678586467199125e-05 7.3457691514895474e-05 -9.4652752103813041e-05 8.9871025580149409e-06 1.079648752291804e-05 -9.589694167444692e-05 0.0011252565233010429 4.566577681498342e-06
leaf_count=9739 9354 4821 1318 42189 5981 1345 8294 6267 5292 1058 30285 1384 24113 24361 13882 11526 3085 22365 958 4502 9561 1877 32122 5224 7526 33233 28909 11033 89 238
internal_value=0 -0.0440802 -0.0269158 -0.0415426 -0.0844207 0.0333237 0.0660009 -0.157053 0.171923 -0.0242244 -0.0952286 0.0627247 -0.107779 -0.200359 -0.14265 0.112603 -0.0479042 -0.176801 0.233628 -0.0122974 0.0641822 0.170947 -0.027666 -0.0628267 0.0125688 0.000449473 -0.0397708 -0.0204728 -0.158108 0.408495
internal_count=361931 332372 232437 190291 87290 42146 29559 41367 7595 7325 99935 6205 93730 34042 60360 21265 33370 46478 6250 103001 15940 6379 87061 47413 39648 34551 45923 39942 24688 327
shrinkage=0.000836755


Tree=1695
num_leaves=31
num_cat=0
split_feature=785 728 1445 852 705 692 896 928 944 909 921 791 1023 388 696 647 590 982 708 563 710 1002 405 408 705 348 484 1181 704 77
split_gain=86.2156 61.4253 43.8343 49.4461 42.5052 38.8522 35.3862 47.1814 34.8783 33.7208 33.2389 41.7588 32.4531 30.7212 30.5977 29.211 70.9478 29.1903 33.5554 28.887 29.7533 28.072 27.1282 30.5454 27.8392 27.0506 26.9907 26.9248 26.6939 26.1889
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 -0.0050352993931598944 -1.0353775541481285 -0.28794826445342053 -0.52992354128753727 0.53713281317862982 -0.62658750036069699 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.45667540409088819 -0.87782724458594241 0.58895901036483078 3.0854258727671673 -0.55689657685208205 2.0405992520496379 0.88013663730638159 -0.32459312438081372 1.0000000180025095e-35 1.6811798254135624 -0.48900050570697862 -1.2239035338659037 -0.46368048661936984 -1.2831469864174478 -1.480657436370284 0.76064429937511846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 -5 7 12 19 -6 11 26 -2 15 21 16 -3 25 -19 22 -21 -12 -8 24 -24 -15 -7 -13 -10 -14
right_child=1 13 -4 5 9 10 8 -9 28 -11 14 27 29 17 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.6042990787259967e-05 -3.5975233275497376e-05 -7.0049148389464812e-05 -9.7604512105207546e-05 -0.00012532579234521298 -5.2549418453985006e-05 7.3061553412409849e-05 -6.3895796561743036e-05 -2.9175178920778781e-05 -0.00027668066860407089 0.00014800744281017473 0.00034154242491543163 -0.00043640604302572764 6.3967552154135611e-05 -0.00040519558320032767 -6.2701806076322434e-06 -7.6968279065153106e-05 0.00042112945751566285 0.0010694728692545578 -0.00058569456182782525 6.5461024364900931e-06 0.00046385964934678636 0.00011956625990816547 6.4503857466144382e-05 -0.00042553616593474106 -0.00020817487002278319 -0.00014460914109559086 -0.00011900269495105923 0.0002043537184121851 3.8511977355453728e-05 0.00021790687136459603
leaf_count=10316 8375 3918 30890 3404 3120 3720 59329 57832 1187 16123 3081 281 16172 3341 2446 74532 1190 146 103 1937 594 3678 2083 2154 4999 16705 5663 3850 16722 4040
internal_value=0 -0.0436034 -0.0254787 -0.0152521 0.0768591 0.0693098 -0.0290841 0.00164715 -0.060778 0.136845 0.0991508 0.0320978 0.0716985 -0.0975616 0.193927 -0.0786308 0.085403 -0.200319 0.651162 -0.0833132 0.146819 0.264022 -0.0921591 -0.217827 -0.148976 -0.214272 -0.0465322 0.205473 0.0257577 0.116468
internal_count=361931 332372 232437 201547 29559 26123 175424 86419 89005 19243 22719 13514 28587 99935 9205 79640 5108 20295 249 71096 2531 6759 68565 9236 7082 20046 9383 4131 17909 20212
shrinkage=0.000836755


Tree=1696
num_leaves=31
num_cat=0
split_feature=785 728 1080 1022 1154 322 1096 491 150 471 86 647 590 846 146 138 1466 725 1450 1362 980 1456 585 858 971 139 706 1235 421 852
split_gain=64.5294 51.4573 39.8675 38.4062 46.2291 38.619 37.1184 33.1795 32.2066 30.7876 30.6993 29.8938 80.5698 29.8715 28.9834 37.96 27.9586 29.7137 31.208 37.0005 30.5681 29.7682 27.4774 27.4233 28.3902 26.9383 26.129 26.0308 25.8479 29.6124
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2715548986558056 -0.45926076786608272 2.9395468797111257 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 2.2368666814773395 -1.0321883268519072 4.2156336175810223 1.0000000180025095e-35 0.88343564287383192 1.0000000180025095e-35 -0.90914988908073269 1.3778752582070839 1.0000000180025095e-35 -1.0336692051997565 0.33466094256361162 1.6307671772553987 0.27263426351069292 -1.24934742919911 -0.84969188237891136 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 22 16 -5 -4 26 12 -3 -13 -15 -16 17 20 -19 -20 -2 -22 -1 24 -6 28 -7 -25 -10 -30
right_child=1 11 9 8 23 10 -8 -9 25 -11 -12 13 -14 14 15 -17 -18 18 19 -21 21 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=0.00016330752958100661 -0.0002669581860640585 -8.7280927622513285e-05 0.00011299643865885219 -4.3985663793654917e-05 -0.00023990680094752739 -6.4260710585296331e-05 -5.1853558276805318e-05 0.00015829022576246049 9.6933271797195023e-05 -0.00075709062285118651 -0.00032544652076891721 -3.4152382812760726e-05 0.00041308418842220544 -0.00012488431832244487 0.00077398397494276845 2.1222007555588656e-06 -0.00082436779876089163 -0.00015340844660218864 0.00023723544745775534 -0.00029747106345979845 5.8301145480781335e-05 0.00057938047503148572 3.2903514123089967e-05 -9.215882671102011e-05 7.5234771538959069e-05 -0.00012525685800855545 -0.00040373552693729112 1.2562515847600568e-05 -2.0231278059223155e-05 6.8450215705479327e-05
leaf_count=9701 1523 4821 7801 49367 4296 7867 8295 2068 12576 135 8432 29774 1384 62243 277 1436 216 20094 1683 915 4186 443 11563 12191 1512 4353 1709 36695 37470 16905
internal_value=0 -0.0420699 -0.025469 -0.0314684 -0.0664139 -0.129699 0.0624876 -0.0813603 -0.00703362 0.116275 -0.242079 -0.0915855 0.0630739 -0.103883 -0.136005 0.153983 -0.106376 -0.0992184 -0.142869 0.0991779 0.0518055 0.134765 0.108701 -0.0269458 -0.180751 0.0203071 -0.13896 -0.0113045 0.0301412 0.010134
internal_count=361931 332372 232437 224501 103830 49136 29559 31128 120671 7936 18008 99935 6205 93730 63956 1713 29060 28844 22692 2598 6152 4629 21264 54694 5808 71304 9576 48886 66951 54375
shrinkage=0.00085349


Tree=1697
num_leaves=31
num_cat=0
split_feature=785 181 50 56 893 712 1462 143 578 1034 290 1466 120 207 1260 263 828 1292 1367 1459 1217 519 530 1463 119 1122 382 1450 1449 1373
split_gain=69.6119 58.5961 44.1535 65.425 42.9297 40.1697 37.6965 35.3208 32.8915 32.2214 35.2922 32.0453 31.6318 30.9126 30.443 30.4341 30.2644 29.7603 29.2744 28.1526 30.2946 28.1377 28.122 28.0635 28.6735 27.6935 27.3089 27.1654 27.1206 27.0429
threshold=-0.86283290253235112 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.6744786423712141 -0.63779424894106762 3.4653406265423476 0.78458919907207292 -0.87905496296652397 0.71742563768805134 2.1089670232183031 2.7761894192587961 1.0000000180025095e-35 -0.37978255326580107 0.34123676599340397 1.6445160113075163 -1.0536780337889886 1.0000000180025095e-35 1.0000000180025095e-35 0.53912233727729608 1.9780750160580907 2.1420547332082829 1.0000000180025095e-35 0.90719767209004865 1.0000000180025095e-35 0.79579885031402708 1.0000000180025095e-35 6.3256978922114095 0.47799573524751798 -0.65530826815947285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 9 -1 12 -8 -7 10 13 -11 14 -5 -2 19 -10 18 -18 28 27 22 -4 24 -14 -19 -23 -21 -3 -30
right_child=1 15 21 4 -6 8 7 -9 16 11 -12 -13 23 -15 -16 -17 17 25 -20 20 -22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00015601809921476055 -4.1436511380731266e-05 -0.00016009407784914773 -3.9215634002905991e-05 -4.8851937979630195e-05 -0.00013462051340208813 0.00025427529782707018 6.5168995835623405e-05 0.00083480310178822451 -0.00018884725037119165 -9.4794419328375423e-05 0.00015213584274817397 0.00040047594898899141 -0.00025332160533024614 3.0950395883876875e-05 -0.00017749719683896615 8.7890368751672386e-05 -0.0001047542120373481 0.0001822917775179692 9.08000847043382e-05 -5.2891956059808796e-06 -0.00053077736158716436 0.00031908954585854933 4.2444585706559115e-05 2.5066833203355127e-05 -0.00010826678092412364 -0.00010587704566601017 2.8992209416091499e-05 0.0011475394036478373 -0.00018606920350170675 4.9753582187638697e-05
leaf_count=3225 41403 44107 28675 28552 13656 3439 1026 252 1661 15991 5530 432 18132 47017 10339 3060 4727 9121 6105 11586 460 1818 31072 3865 12412 1281 2380 62 4362 6183
internal_value=0 -0.0441554 -0.0301843 -0.0482316 -0.0159604 0.0642265 -0.102217 0.267369 0.0898129 -0.00249493 0.0147411 -0.0899281 -0.109477 0.00212194 -0.0738764 -0.110929 0.0615103 0.0828662 0.00587183 -0.12427 -0.0205768 0.0169169 0.00457313 -0.17396 -0.202278 0.163474 0.175338 0.00460673 -0.150839 -0.0376382
internal_count=361931 332372 262552 198607 111178 29559 87429 1278 26334 97522 81099 16423 86151 75569 51742 69820 22895 21234 10832 66760 12108 63945 59747 34409 30544 10402 4198 11648 54652 10545
shrinkage=0.000887971


Tree=1698
num_leaves=31
num_cat=0
split_feature=545 785 1442 470 705 119 1097 713 1454 1463 1098 727 77 322 1466 61 792 1457 1457 1008 705 497 1467 1168 984 1016 830 332 885 119
split_gain=80.28 72.2626 56.2926 46.4329 48.1144 47.1163 40.0404 39.8111 38.8327 51.3624 36.2961 47.4128 43.4179 36.146 35.729 35.532 35.1349 34.5068 35.5135 34.1426 33.6611 31.438 32.0178 35.6411 30.9992 30.4511 30.3271 29.8657 31.9838 29.7872
threshold=-1.0372938969678034 -0.86283290253235112 -1.2625182715263061 0.66595742291584703 0.62026487867602198 1.0000000180025095e-35 -1.2571877020351898 1.0000000180025095e-35 -0.91909735138557946 -0.37812388882570003 -0.65750918523183322 -0.682906484622256 -1.1080916379373058 1.0000000180025095e-35 0.60388684044670526 1.0000000180025095e-35 1.0000000180025095e-35 -0.36470272073020465 -0.50400231188094136 0.49770748366498269 1.4639918312762195 2.4192885550665473 3.8567296589757825 0.56478982777245867 0.069581754424217143 1.0000000180025095e-35 1.9860712334756474 1.0000000180025095e-35 5.4658443334279108 0.56114696576568235
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 6 13 5 -5 10 -2 -8 9 -7 11 -4 -12 -3 21 19 -6 18 -16 -1 24 22 23 26 -14 -25 -10 28 -13 -15
right_child=1 2 3 4 16 8 7 -9 14 -11 12 27 20 29 17 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-9.0779695937901484e-05 -0.00015247088287342423 -5.1105829034728263e-05 3.8638521468318442e-05 -1.2087356617434538e-05 0.00023279901181990595 0.00043782732535520221 -0.00015890404714176192 0.00012752488594890824 -2.9162764092814909e-05 -9.7491762346305555e-05 -0.0003003561916762757 -0.00022835613918624598 2.412955276763118e-05 -0.00025140571842224206 2.4114532737796094e-05 -0.00015166000393569654 5.5665251227881776e-05 0.00016443410122816193 -0.00043423845512396433 2.9991898187489758e-05 0.00030534493137159555 0.000290262070051938 0.00041443089042296575 -0.00029861001635442599 -0.00012826202975746182 -6.9162758234805413e-05 0.00017120859905632183 -8.8204986808721852e-05 0.00088626795719469562 -3.4394856165467288e-05
leaf_count=43928 2486 22584 6413 25968 5400 1583 2059 21790 52560 1210 2961 21798 20446 12693 5266 33847 10882 7233 743 16284 1343 999 497 4554 8466 7587 2681 13681 84 3905
internal_value=0 -0.0163314 -0.0289313 -0.0155158 0.0428893 -0.0343343 0.0884881 0.115042 -0.0021503 0.2457 -0.0801528 -0.129858 -0.024762 -0.11484 -0.0104984 -0.0994267 0.125998 0.0868608 -0.0298921 -0.0640438 -0.00206871 -0.0307103 -0.0366644 -0.0410462 -0.0191621 -0.160214 -0.0206375 -0.169412 -0.242771 -0.208634
internal_count=361931 267872 241537 202355 42250 160105 26335 23849 84913 2793 75192 41976 33216 39182 82120 94059 16282 13242 6009 60212 30255 68878 67879 67382 28912 12141 55241 35563 21882 16598
shrinkage=0.000905731


Tree=1699
num_leaves=31
num_cat=0
split_feature=476 1235 785 322 1370 1398 594 319 21 1469 1452 1469 1458 1454 820 1458 1467 63 1466 1458 1451 852 705 896 723 675 1465 1457 1459 1459
split_gain=32.5839 38.6152 36.8529 36.3078 36.2376 35.5335 34.3128 33.1772 34.8012 51.4733 40.9915 41.2419 49.7145 87.3106 51.8401 51.752 37.3271 35.2485 34.8205 43.5726 34.7251 33.2333 35.5257 33.0894 38.5937 35.0985 31.8234 31.4459 39.7821 69.9832
threshold=-1.316508667510939 -1.24934742919911 -0.86283290253235112 1.0000000180025095e-35 0.70223084764880606 -0.41352958565951037 1.0000000180025095e-35 2.3683501136148597 -0.32341995197817647 -1.1256941366283033 -0.18157124906225561 0.5030197565231781 -0.58065270013075276 -0.63228822985738853 1.0000000180025095e-35 -0.41932532347212731 4.808695702623436 0.49708519682525326 0.51364500316626394 -0.38826732061105779 -0.014448310177426709 1.0747610123934368 -0.67744713471412921 -0.43454379769620094 -1.0570063487222232 0.44359160413691395 -0.53045922565799619 -0.37562804806261624 -0.22883417501387637 -0.069973186848726762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 26 4 -2 6 -1 8 9 -4 17 12 13 14 -12 -14 -15 27 -17 -20 -16 23 -23 -10 25 -25 -3 -11 -29 -30
right_child=1 2 7 -5 -6 -7 -8 -9 21 10 11 -13 15 16 20 18 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00064350713975223526 0.00020305374939904997 -0.00015667677689124737 0.00097957722748652173 -0.00088138185562537099 -0.00091122992554311583 -0.00067345698848369183 0.00029131429479645389 -0.00097057247534018155 4.1630307230592746e-05 3.0625914180708339e-05 0.0011971509812997282 -0.0012641373168852011 -0.0029740553226384062 -8.283350934943131e-05 0.0073615726523465173 -0.00057013223297629949 0.0084880446316311624 -0.00044751484319352605 0.0090797580192213834 0.0005710295603040071 -0.00078862762855574225 -0.00088497258345508658 0.00060842382691355008 -0.0001206572190686701 -0.00050525133683049759 0.001542323801844572 0.00078933043911729719 0.00026134437937499035 0.0041717657784747309 0.0010357808824497808
leaf_count=12343 19956 7736 10248 21069 8181 40377 22299 8253 50666 9527 643 6737 1419 4106 531 11361 53 6949 78 4013 100 2742 14243 6733 57977 2408 16133 7313 1257 6480
internal_value=0 -0.00502614 0.00544453 -0.0701001 -0.0160849 -0.0639064 -0.00660958 -0.00403606 0.000507379 0.0408965 0.0134613 -0.0499892 -0.00637447 0.181746 0.680297 -0.0669928 0.0169088 0.0684021 -0.0327439 0.13428 1.09913 -0.0197804 0.06626 -0.0334431 -0.0666894 0.0606326 0.0850707 0.106337 0.168496 0.273328
internal_count=361931 286912 237706 49206 28137 75019 34642 213837 205584 70815 60567 29041 22304 5433 1274 16871 4159 31526 15452 4091 631 134769 16985 117784 67118 9141 23869 24577 15050 7737
shrinkage=0.00566176


Tree=1700
num_leaves=31
num_cat=0
split_feature=728 659 480 797 854 1048 714 588 789 981 762 1356 678 218 630 787 540 1060 648 813 652 276 779 1249 1047 706 499 969 609 322
split_gain=31.8871 33.9097 31.3656 32.6299 60.0008 33.0238 32.6055 39.438 30.6133 39.1283 36.8966 31.5365 36.3162 33.4549 30.0778 29.7659 29.7324 28.9856 28.4492 27.7365 27.69 27.3172 27.1773 25.7605 25.663 25.612 27.6836 27.213 26.0954 25.7781
threshold=1.0000000180025095e-35 0.62821384419828064 -1.4181283859782512 0.63961785378869596 -0.87473648844905705 -1.0627241715616391 1.0000000180025095e-35 2.250834115212506 1.1248358748350926 2.2498806313446331 -1.1769617767253704 1.0000000180025095e-35 2.9016603484412591 -1.4101228480359083 -0.35514920315926241 0.90089217413124356 0.99026637822014563 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2046430620138719 -0.20999213199562125 -0.59790142946134683 0.72363534962095577 -0.45548895426714991 2.0733145747592965 -0.2274470497175424 -0.79033269934597883 -0.93177752141597858 1.4725277493311824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 5 -5 -4 23 -8 10 16 14 18 13 -13 -7 -15 -10 -18 20 -2 -12 -9 -1 -6 -11 28 27 -27 -21 -30
right_child=19 -3 3 4 6 8 7 21 9 24 11 12 -14 15 -16 -17 17 -19 -20 25 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00025350667817768184 -0.00063426689445870001 -0.0003798184995453276 -0.00035945366714963125 0.0015631009559017629 0.0008115111589666775 0.00028423722330005928 -0.0009891403632251159 -0.0010729681841174688 -0.00058058072052444526 -0.0010818352235992591 -9.7367361973860639e-05 -0.001172865406385966 -0.0068196046550657811 0.0010246520556807578 -0.0011384740145093358 -0.00030882150378901732 0.0025074231856543226 -0.00018906585396773296 0.00067834917171997675 -0.00074795801191369384 0.00068546351596662856 0.0027421433228242247 -0.000760938188917723 -0.0014115399708777008 0.0054555123868394416 0.0032449565662594701 -0.00051802339618152763 0.00035447129642831443 6.6851827521656614e-05 -0.0015815519767791205
leaf_count=9451 47070 41024 20613 2510 4484 6217 18557 492 15279 143 37017 1649 116 27429 6560 3375 1012 1527 20914 16517 11117 770 20995 1305 285 1347 1794 1373 38142 2847
internal_value=0 -0.00128659 0.010034 0.0195893 -0.0495147 0.0321237 -0.0841438 -0.128784 0.0436787 -0.0372416 0.0570723 0.0697935 0.123145 0.12721 -0.0626074 0.1417 -0.0538337 0.141369 0.04281 -0.0508181 0.0130492 0.211333 -0.0675461 0.0567368 0.55067 -0.0195569 0.149771 0.293972 -0.0335205 -0.00324479
internal_count=361931 252841 211817 181371 28118 153253 25608 19819 132640 18246 114394 101617 32569 32453 12777 30804 17818 2539 69048 109090 48134 1262 30446 5789 428 62020 4514 2720 57506 40989
shrinkage=0.00625104


Tree=1701
num_leaves=31
num_cat=0
split_feature=785 728 1080 1022 1154 322 712 578 491 150 471 86 1115 203 1016 677 131 333 595 1037 508 1466 725 1450 1362 980 1456 858 971 139
split_gain=63.0397 50.9434 39.3497 40.0473 44.7529 41.288 37.9684 35.5476 31.7501 31.6776 30.9107 30.5724 30.4887 32.7516 29.2022 32.2274 28.6243 28.5148 28.8986 28.4846 30.6713 28.2148 27.8183 31.3818 37.2856 30.245 29.7205 26.4975 28.2577 26.4391
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.87905496296652397 1.2715548986558056 -0.45926076786608272 2.9395468797111257 1.0000000180025095e-35 -0.62075723651993064 1.6436232400911501 1.0000000180025095e-35 1.0000000180025095e-35 -1.2826351221583661 1.0308016862606064 1.0000000180025095e-35 -1.1327673661923112 1.0000000180025095e-35 4.3648409664323795 1.0000000180025095e-35 0.88343564287383192 1.0000000180025095e-35 -0.90914988908073269 1.3778752582070839 -1.0336692051997565 0.33466094256361162 1.6307671772553987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 8 -1 -8 21 -5 -4 -7 -9 14 15 -14 -15 18 -3 -16 -21 22 25 -24 -25 -2 -27 28 -6 -11
right_child=1 17 10 9 27 11 7 12 -10 29 -12 -13 13 16 19 -17 -18 -19 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00015087599224112316 -0.00027615222897709563 -7.2203364118956625e-05 0.0001190774516936983 -4.2730051532946685e-05 -0.00024631224717028174 -0.00012453567326867979 0.00026047187991985282 -7.025687807581807e-05 0.00016354256285422715 2.9247430993872945e-05 -0.00078927878053642567 -0.00033933743852985343 -8.2076873878955952e-05 -0.0005117155697055728 -0.00029099348857113279 0.00014692235731819618 3.2369057815294389e-05 5.9602756110913744e-05 -0.00018107471650244332 0.0003429510850027598 9.3890396222837401e-05 -0.000876781686303429 -0.0001542899993866347 0.00025424834692033799 -0.00030526386076232406 6.0320733221285674e-05 0.000602401565561764 -9.2348826379596941e-06 8.1133609393824719e-05 -0.00012653679313965653
leaf_count=3225 1525 74604 7801 49367 4296 9576 3439 5449 2068 66951 135 8432 3876 616 359 4694 824 5744 19587 3698 3379 198 20109 1683 915 4187 443 48886 1512 4353
internal_value=0 -0.0394687 -0.0229409 -0.0289074 -0.0646206 -0.126968 0.0639142 0.0888463 -0.0768637 -0.00393613 0.117956 -0.243138 0.0593088 0.102138 0.129309 0.0463329 -0.204782 -0.0887909 -0.100451 0.226852 0.257825 -0.101406 -0.0943761 -0.136726 0.106479 0.0517768 0.134346 -0.0257755 -0.177145 0.0231923
internal_count=361931 332372 232437 224501 103830 49136 29559 26334 31128 120671 7936 18008 22895 17446 16006 8570 1440 99935 94191 7436 7077 29060 28862 22707 2598 6155 4630 54694 5808 71304
shrinkage=0.000887971


Tree=1702
num_leaves=31
num_cat=0
split_feature=470 464 341 1047 475 1470 346 1468 122 1290 708 1181 1323 795 624 427 633 513 1387 1002 263 927 858 582 635 519 784 481 359 694
split_gain=32.1633 50.3685 33.5069 31.2661 34.4028 40.9511 32.6677 29.4952 28.1606 27.66 28.4612 30.4554 29.5179 29.0144 29.9914 29.9872 29.5759 29.645 29.5585 28.8653 48.1165 27.8388 33.6574 28.4705 27.7014 30.4356 26.8364 26.6021 25.7601 25.5943
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.6369401821412268 -0.64366902969566719 1.0000000180025095e-35 -0.19557876273217531 0.070093631290461325 2.3634222294985348 1.0000000180025095e-35 1.8124611990991408 -0.054798667266842883 1.6417990650400018 2.8425200577949936 -0.29258408639884992 -1.2415857702335185 -1.2544068337130054 1.7407312976543683 1.0454229551509682 3.1446912422434825 0.69854289147193727 1.0000000180025095e-35 1.0483613175537825 1.0825608069246189 1.0000000180025095e-35 1.996609895293924 0.65569131416984383 0.9594655836162902 1.2867384597339566 2.3183667025572841 0.1569943314123903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 26 8 -5 10 13 -12 -13 14 -2 18 -17 -18 -16 21 -21 22 23 -15 25 28 -6 -8 -25 -7
right_child=9 -3 -4 4 6 29 27 -9 -10 -11 11 12 -14 19 15 16 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010249968593116022 -0.00054594440576104122 -3.286761100494571e-05 -0.0013844744565718495 0.00050463828612666995 0.00029255876929757459 -0.00069398881882907679 -0.00091167029537512427 -0.0022910203048918253 -0.00065294769542791086 -0.00055722459948342952 -0.00021689744907596215 0.00061857054862241956 0.005966978380709068 6.6072065102546726e-05 -0.00074709468115126193 0.00059190849865940016 -0.00098921629133695154 0.0015299362186960643 0.01002586352643552 0.0012773681170064448 -0.00080844670355026014 -0.00049231125662466482 -0.00056189549718779037 9.6548112430635763e-05 0.0019691343272338572 0.0014161627007416105 0.0018366127622618785 0.0029087391959764001 0.0022390079830630493 -0.0019765083431260359
leaf_count=15452 5365 89765 13354 9727 9147 14706 5440 919 5738 11355 57701 3854 115 21578 3715 41711 2833 754 30 1765 9773 8207 6265 10629 1653 3357 2114 292 692 3925
internal_value=0 -0.0394884 -0.0932849 -0.0751199 -0.0485297 -0.0938562 0.0466362 -0.00614712 0.0193254 0.00468958 0.0109607 -0.0279895 0.152657 0.0304254 0.0676651 0.0829618 0.096991 -0.0897557 -0.121272 -0.000700812 -0.0980753 0.0210404 0.0427283 0.0666261 0.131789 0.100912 0.120963 -0.124173 0.0458696 -0.18028
internal_count=361931 170579 80814 67460 52008 35015 16993 16384 15465 191352 179997 61670 3969 118327 54408 49043 45298 3587 3745 63919 11538 52381 44174 37909 16331 14678 11261 5732 11321 18631
shrinkage=0.00523059


Tree=1703
num_leaves=31
num_cat=0
split_feature=785 263 50 1470 56 150 705 1362 1454 1233 1291 927 497 909 356 543 662 126 54 540 1459 701 728 914 635 713 1450 1010 1398 689
split_gain=71.7862 52.407 65.2046 46.9078 46.3159 41.591 39.8217 39.4491 45.7477 46.9758 39.5938 38.2678 54.4241 32.7327 31.2322 31.0534 30.8268 29.9294 32.5669 29.218 33.7133 28.3276 34.0357 28.6588 28.2126 32.7545 30.2865 28.0481 27.6733 27.6293
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 -1.319112866592808 1.0000000180025095e-35 -0.52571317712276111 -0.0050352993931598944 -0.69930563466564566 3.8331818028246452 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 1.7001250133015622 -0.62658750036069699 -0.93685814048692939 1.0000000180025095e-35 0.97723609435511094 1.0000000180025095e-35 -0.42445565733332025 0.35001124564692748 0.40413748344094969 -1.580061912640524 -1.3163276726681863 0.2956334167645826 0.69173595090600304 1.0000000180025095e-35 1.3264365022561064 1.9615424434015647 -0.65023809462392423 -1.1110989058077336
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 16 24 -3 -1 -4 9 10 19 12 17 -8 -6 21 -2 -7 -19 20 -9 -16 23 -23 25 -5 -27 -24 -11 -12
right_child=1 5 7 4 14 11 13 8 -10 28 29 -13 -14 -15 15 -17 -18 18 -20 -21 -22 22 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.1570927532195022e-05 9.9355023219762972e-05 -5.2349705124466096e-05 1.8830003959475432e-05 -5.0101968628093634e-05 -0.00016851255721353917 -2.230455686253097e-05 -5.8574522126299558e-05 -6.0714687299002184e-05 0.00029831778636079835 5.0538892014223206e-06 4.1134326701560515e-05 -8.5709794098563302e-05 0.00018896972187358544 0.00012808938389812768 -0.00026053417329257255 -0.00019112385044970444 -0.0003835214318327357 -2.2857265139653158e-05 0.00014355993654661237 6.0759723744371114e-05 6.9957815476138691e-05 2.8751643389140382e-05 -4.7585773162414875e-05 0.00032296770465876988 -4.6809672059526606e-05 -0.00021236751395538577 -3.0601073744615491e-06 0.00019337415411439058 -0.00020865628998548212 -9.382465163645812e-05
leaf_count=10316 5179 25045 39492 8602 8897 17353 3120 27972 967 2955 5550 5809 6274 16123 1791 5302 487 4853 7766 13544 7409 2762 28003 1421 10639 40505 3287 1372 10372 38764
internal_value=0 -0.0456597 -0.0619414 -0.108996 -0.122555 0.00567842 0.0645109 -0.0328299 -0.0564846 -0.0615546 -0.0452793 0.0439051 0.0693262 0.122836 -0.0739143 -0.0493474 0.0811541 0.0315395 0.103827 -0.00327878 -0.0392638 -0.0285496 -0.01511 0.164128 -0.178624 -0.208612 -0.244429 -0.0435168 -0.202266 -0.0965525
internal_count=361931 332372 265272 118247 112581 67100 29559 147025 107533 106566 93239 42055 36246 19243 49548 40651 5666 29972 12619 48925 35381 35349 33558 4183 63033 52394 43792 29375 13327 44314
shrinkage=0.000788493


Tree=1704
num_leaves=31
num_cat=0
split_feature=1147 1454 1469 1452 1458 1464 1451 65 1468 1449 1450 1466 1451 21 1462 1450 1449 1449 1465 1458 1462 1461 1453 1463 1449 1458 1467 1466 1466 1449
split_gain=32.2955 33.8173 44.7072 38.2249 33.1916 38.5004 39.8605 37.6298 34.692 35.6446 80.0423 40.5728 36.9143 35.3277 33.375 33.3026 59.9647 81.6428 74.0896 69.0387 45.0715 42.8434 46.4668 50.9457 77.7095 43.955 41.2862 39.7413 54.2133 41.7724
threshold=1.0000000180025095e-35 -0.2363894608792538 1.6911153983873026 1.2756511722692228 0.24391125146464598 2.7618520897675594 0.39905032773487564 -0.39289434837986426 1.3991069528470244 -0.50862465489511488 0.39068977214012163 0.47080750042056613 2.5044731587832345 0.43301101584543472 2.2231938015227501 -0.4429405631277053 -0.16476281433214623 -0.47069643299368885 -0.56311572637093465 0.68465967500769709 0.23315867714148311 1.1139638132892824 0.015182868257454333 0.94170239728407068 0.021872375812114746 0.28733080960053564 0.47769311669757991 0.03640116555215793 1.0474173725204556 -0.49800120927997832
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 14 9 10 11 -8 -12 -13 -1 20 17 -17 -19 -20 21 22 23 25 -25 -6 -21 29 -29 -27
right_child=-2 2 -4 -5 15 -7 8 -9 -10 -11 12 13 -14 -15 -16 16 -18 18 19 26 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.00014698818841218399 -0.000382393128756798 0.00016708622793730279 -0.0014268200203914878 -0.001613418312734818 0.0051256734687251133 -0.0049795121638902887 -0.002088175470603222 -0.00066747309973464212 -0.002598088358417276 0.00098422348007075702 0.0034413931734640752 -0.0020396479725658134 -0.0064494502882998473 0.0068141054840357975 0.0030212708698607424 0.00027753648154538478 -0.0001348873123468603 0.0058932920949784405 0.0043486035475661248 -0.0013415458681290695 -0.0016948640041145864 0.0030212437576425158 -0.0023085100036085086 0.011149642321284613 3.3610894090003794e-05 -0.0048657929322396239 0.0054274826680755315 0.0025446868303552611 -0.0031624209102121253 -0.00050477528458380396
leaf_count=57963 71440 133789 3549 4168 294 409 3188 45928 768 10620 939 161 81 181 540 4528 8331 968 968 1228 3459 840 1614 156 278 511 178 1423 402 3029
internal_value=0 -0.00368291 0.0209832 -0.0279009 -0.0222154 -0.0392821 -0.0370599 -0.0540638 0.06786 0.0904985 -0.0801974 -0.255097 0.447531 0.472293 -0.0183817 0.0475132 0.113672 0.252343 0.502508 0.276424 -0.0442709 0.0401928 -0.0159724 0.0699775 0.76486 0.00940437 -0.056836 -0.0383377 0.220914 -0.183976
internal_count=361931 290491 137338 153153 148985 120778 120369 104431 15938 15170 4550 3530 1020 342 58503 28207 16201 7870 3342 2374 12006 8547 7707 6093 434 5659 1406 5365 1825 3540
shrinkage=0.00612847


Tree=1705
num_leaves=31
num_cat=0
split_feature=785 728 125 257 727 703 1470 921 716 858 997 990 1470 725 588 126 377 513 470 1323 296 912 783 647 590 1457 423 909 911 570
split_gain=61.2007 55.0101 39.1429 73.2832 38.9288 36.1924 35.2895 34.616 36.2793 43.4246 35.7681 43.8093 34.3208 34.0901 44.1275 44.0794 51.9011 39.23 35.9428 37.9548 33.734 49.8758 31.451 31.2348 75.6596 30.6505 30.3559 30.3446 29.8333 29.7885
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 -1.2126727935954851 0.62154522891879982 0.39849607246918939 1.0825608069246189 1.2208093854130835 0.65656536832909496 -1.3782462404802098 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 1.4210717172751071 1.0454229551509682 1.6515521334121408 2.8425200577949936 -0.55572005815129011 1.8398445978791313 1.1155635910225459 -0.87782724458594241 0.58895901036483078 5.4378793078107464 2.1829629099407479 -0.67290761646258057 1.1364642170254908 -0.48460852809644533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 -4 -2 12 9 10 11 -9 -7 18 15 20 -17 -16 19 26 25 -22 -13 24 -3 -15 -14 -6 -19 -25
right_child=1 23 5 -5 27 7 -8 8 -10 -11 -12 22 13 14 17 16 -18 28 -20 -21 21 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-2.3077739455534025e-05 2.3992333761910287e-05 -7.9377018996859989e-05 -0.00013292673619694982 -1.0208121453700803e-05 -7.0648877657087229e-05 -0.00053411554145066343 -0.00014136490309343095 3.6456851504822874e-05 -8.2350896121262721e-05 -0.00014504242944669789 0.00031765313075546737 0.00016951606876458225 8.2419879484096618e-05 -1.3153053342263994e-05 3.1759585059576841e-05 -1.3588480386997372e-05 0.00023501779943644813 0.00042254695551792779 -0.00013834343281815547 0.00057456877982602907 -0.00013567607050634511 0.00020272731290916607 0.0005597377480398469 -3.9035705805785977e-05 0.00038629576195795988 0.0010225630506661865 -0.00025422437267809183 0.00013661443048056568 -0.00013942763941248934 -0.00011591146463819583
leaf_count=12551 5332 4821 7397 53844 2491 370 43767 9681 4106 1839 2489 2340 18015 12974 6784 27204 2696 1357 2479 406 25864 1323 824 33370 1384 70 964 14517 312 60360
internal_value=0 -0.0430928 -0.0259239 -0.0620692 0.0587215 -0.00283146 -0.142848 0.00511319 0.0814622 0.122378 0.158842 0.114699 -0.0115224 -0.0091244 -0.0297674 -0.0480639 0.00996014 0.108559 0.0649473 0.096614 -0.0973971 -0.142335 0.324417 -0.0942472 0.0638958 -0.0071999 0.0819234 0.127484 0.384323 -0.106796
internal_count=361931 332372 232437 102943 29559 129494 49099 122097 21279 17173 15334 12845 100818 100448 78584 70131 29900 8453 21864 19385 40231 27187 3164 99935 6205 13044 18979 17008 1669 93730
shrinkage=0.000820348


Tree=1706
num_leaves=31
num_cat=0
split_feature=545 1442 785 705 921 1445 401 769 1461 713 681 958 391 1458 1465 885 1452 1457 1053 1097 416 1463 1455 954 1458 1463 1465 1463 553 791
split_gain=58.2998 59.769 48.7958 41.2335 41.8425 40.6414 40.0853 38.3746 37.7315 37.147 34.7481 34.4881 53.8542 36.1617 46.7213 49.4267 40.5332 35.49 32.418 31.6324 31.5638 31.3945 36.9032 37.0332 34.0541 33.9598 55.2976 44.4533 30.5618 30.0922
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 0.86867179873090239 0.62154522891879982 1.6380901172106308 0.66778437295061321 2.1003186601285262 1.4098417307792441 1.0000000180025095e-35 1.0000000180025095e-35 1.313041538630376 1.475049428936581 0.084403803362298288 -0.41120921193798426 5.4658443334279108 -0.63504016340352343 1.5723103033889971 3.8289298140366834 -1.2571877020351898 3.2292583109233575 -0.043407658172389896 2.3471481811667676 2.9053803668447165 0.044286003631707406 -0.23884079478003004 -0.39749697962010117 -0.25589234859845938 -0.094457554860397655 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 9 11 6 8 20 -6 -2 -3 -1 13 18 14 15 16 17 -4 -13 -11 29 25 24 -24 -23 27 -27 -16 -15 -5
right_child=1 2 3 4 7 -7 -8 -9 -10 19 -12 12 -14 28 21 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.9766877562403418e-05 -6.9804794674628508e-05 -0.00017062387237350138 -2.0532384922249137e-05 -7.3697211163746153e-05 0.00012772009568390706 -0.00019067804716740784 0.00010674087079183566 0.00078976544704306381 0.00018948439675658393 -0.00021942120780717866 -0.00019323609782169671 8.0262692506685932e-05 -0.00038481479554322242 5.060379485878484e-05 -4.4495635832943663e-05 0.00087913081110938191 -0.00015286498700275321 0.00065774597535842526 0.00098628169153095043 0.00011881405774806343 0.00083787044117505536 2.6383587758729715e-05 0.00048406222013444312 -0.00096134473521079691 -0.00038845603852508137 0.00093300254345587248 -0.00023336634924431924 0.00060917408576298914 -5.7337225331705982e-05 6.0721038179653514e-05
leaf_count=79322 24906 2038 7576 20650 8541 14673 9499 295 2379 995 14737 14243 1168 24826 27441 143 31750 253 154 20526 144 22343 839 60 798 133 6122 388 16052 8937
internal_value=0 -0.0141317 -0.0012193 -0.0125236 0.0411401 -0.0992454 0.0107336 0.169995 -0.0501215 0.0901946 -0.0852713 -0.0308079 0.067516 -0.0419986 -0.0661857 -0.127756 -0.133631 0.00689971 0.101086 0.115512 -0.0316437 -0.0269445 0.032296 0.4337 0.0142347 -0.0718164 -0.226032 -0.0390477 0.0111295 -0.0368395
internal_count=361931 267872 225914 202355 48066 41958 39230 8836 27285 23559 94059 154289 15565 138724 97846 39722 39579 7829 14397 21521 29731 58124 24040 899 23141 34084 6255 27829 40878 29587
shrinkage=0.000887971


Tree=1707
num_leaves=31
num_cat=0
split_feature=1430 1160 1469 1436 1154 785 1365 151 265 1458 1092 734 737 1014 120 267 281 1318 529 609 1450 772 630 411 388 156 134 216 1256 1468
split_gain=31.617 67.4614 32.0435 33.8257 31.1113 29.3654 29.3168 30.0839 29.1881 29.729 27.0455 25.9833 26.7721 32.0246 27.7666 26.8031 26.7081 31.2004 26.22 25.9005 42.6576 25.8664 25.7843 29.7671 30.2323 25.6237 25.5229 25.0831 25.0963 24.9751
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2437168825088454 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.42638832581415231 -1.109219914580782 1.0000000180025095e-35 1.6277135134391718 1.0127093791323547 3.0820683777490774 1.0000000180025095e-35 1.9117660652834578 1.0000000180025095e-35 1.0000000180025095e-35 -0.50883608513810863 1.9843047659951207 1.0000000180025095e-35 0.98843275535716713 0.77564961053780224 -0.92703045953405072 2.0285301705639269 -0.71878626413367297 1.0000000180025095e-35 0.3066483305190903 0.47914954037548679 -0.7695639776090929 -1.5789511732583497 0.82408035764145182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 25 19 -8 -9 -10 27 12 13 15 29 16 -7 -18 -16 -4 -21 -13 -6 24 -24 -2 -5 -3 -29 -14
right_child=5 10 3 26 22 11 7 8 9 -11 -12 21 14 -15 18 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00035849784092670083 0.00094619191975312857 0.00038282095130719038 -0.0014645109366599315 0.00037277951211240847 -0.0001839999787399266 -0.00049547152030706928 -0.0028528689760995859 -0.0004071332509431274 -0.0018693776215394208 0.0031008185005036533 0.00055952152382932876 -0.0038604105664976586 0.00017757544757220753 -0.0016379597070103424 6.3588343828445073e-05 -0.0010479383164950866 5.05299533331598e-05 0.0021233809462104826 -0.00082599723300393383 -0.0043062260123704951 0.0012923711059565819 0.0020412363153624082 0.0074740470930073268 0.00067096073544891299 0.029656544945431382 -0.00058291018224569094 -0.0013493562546457408 -0.0025988991185376246 -0.00024307082776042714 0.0010035338780132537
leaf_count=5636 12108 17008 14460 8717 6653 25316 3502 21357 9819 393 13768 174 54850 4251 23132 8999 39715 1776 13861 2708 399 1811 96 170 27 2804 3876 1459 54058 9028
internal_value=0 -0.0390492 -0.0995869 -0.118463 -0.149114 0.00476763 -0.17532 -0.133108 -0.111042 -0.241746 0.00056469 -0.00331296 -0.00633752 -0.0372894 0.0176665 -0.0273536 -0.0133514 0.0196279 -0.0341794 -0.280081 -0.493829 0.232071 0.0037592 0.736775 1.75072 0.096259 -0.0070127 -0.0188021 -0.0429863 0.0440556
internal_count=361931 164106 77813 72177 59584 197825 52638 35071 31569 10212 86293 182913 180928 80057 100871 75806 66807 41491 36993 17567 3107 1985 6946 293 123 14912 12593 72525 55517 63878
shrinkage=0.00676632


Tree=1708
num_leaves=31
num_cat=0
split_feature=545 1442 785 705 497 1445 713 1461 21 543 1049 921 958 391 43 1457 1097 1053 541 939 1106 1031 769 1461 588 1059 1456 485 341 64
split_gain=72.2916 65.2163 61.0794 47.6037 44.5147 44.0179 41.4237 37.4045 37.3383 39.0227 37.2011 37.1606 33.5621 53.9582 36.266 33.0157 32.7759 32.5877 31.3225 30.9746 34.3987 33.3672 30.8309 29.8451 29.8217 29.651 29.0971 29.0132 28.375 30.615
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 0.86867179873090239 2.2206245932530155 1.6380901172106308 1.0000000180025095e-35 1.4098417307792441 -2.9709283393608152 1.0000000180025095e-35 1.4391907879700609 0.62154522891879982 1.313041538630376 1.475049428936581 1.0000000180025095e-35 0.68635126017805159 -1.2571877020351898 3.8289298140366834 -0.55676187874653171 1.4307804817950061 2.1289723548756667 1.0710442084254466 2.1003186601285262 -0.3640729456269281 2.250834115212506 1.0885083440240186 1.0000000180025095e-35 0.4697464522978691 0.76477020397632989 2.3070226723580869
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 6 12 11 7 -3 23 -1 18 -6 24 14 17 15 28 -8 27 -10 21 -21 -20 25 26 -5 -13 -2 -14 29 -4
right_child=1 2 3 4 10 -7 16 -9 9 -11 -12 22 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053377135754381199 -4.7808340009804962e-06 -0.00017006080535389521 -1.9485187713493926e-05 -2.1006586033601768e-05 0.00031747571825930843 -0.00019232140808964055 -0.00020808860391586693 0.00017684384184686594 -1.6628907532388432e-05 -0.00020354645814125451 -0.00016818872064978978 5.1517916027169924e-05 1.1614012517218113e-05 -0.00037464337546614171 -0.00010944248926849542 4.6213545061815059e-05 0.00012232296054089193 0.00094250798312151874 -8.7454392139923255e-05 3.4092543376377888e-05 0.0010812532430824848 -0.00022647428496674578 0.00070904281124094216 -0.00023050990288918499 0.0001727933837919952 0.00031830750731941883 -0.00019371489242521182 0.00018978814770734501 -0.00011574329175443972 -0.00021092706807474568
leaf_count=304 16268 2038 74337 34108 2654 14673 995 2379 27964 14791 563 6463 9666 1168 26775 16632 20526 154 33436 4339 124 13101 260 4390 2422 1596 4248 4577 17110 3870
internal_value=0 -0.0171204 -0.00366066 -0.0162945 0.0412502 -0.105767 0.0982202 -0.0546728 -0.0960341 -0.0995456 0.270574 0.0231495 -0.0358891 0.0608595 -0.0469039 -0.0311325 0.124819 0.0943959 -0.0803975 -0.120286 0.0820427 -0.139938 0.147856 -0.082968 -0.00683019 0.12442 -0.0479563 0.0836993 -0.0474801 -0.0312789
internal_count=361931 267872 225914 202355 48066 41958 23559 27285 94059 93755 3217 44849 154289 15565 138724 111949 21521 14397 78964 51000 4463 46537 8319 24906 36530 8059 20516 14243 95317 78207
shrinkage=0.00085349


Tree=1709
num_leaves=31
num_cat=0
split_feature=785 728 705 1080 1022 1016 1010 567 909 150 1470 706 493 954 471 595 129 908 13 624 146 1470 149 139 746 1259 1189 155 9 961
split_gain=77.2574 66.7447 44.2577 41.9964 40.7887 45.8633 40.5406 38.439 34.5363 33.1309 30.7504 32.886 33.0729 30.5441 30.2434 29.9495 28.8268 28.7554 27.901 33.1366 27.8121 27.2487 27.1716 27.0283 26.6627 28.4326 26.3321 28.4416 34.5919 28.3209
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.0050352993931598944 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.9615424434015647 -0.64024826449968064 -0.62658750036069699 -0.45926076786608272 -1.2599794927054064 -0.38804700176757151 -0.379433800897165 0.98873640907070304 2.9395468797111257 1.0000000180025095e-35 1.0000000180025095e-35 2.6300269735309612 -0.29753458103737934 0.14888729770446407 1.1278371694618909 0.78209301887286675 -0.9808808125639018 1.6307671772553987 1.0000000180025095e-35 -0.98911129455747349 -1.0096337021262032 0.85791629766231614 -0.6406388568692617 -0.28238689466330313
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 7 17 -4 -6 16 12 -12 15 -5 26 18 -2 -9 -20 -18 -15 -13 -11 25 -24 27 28 -3 -28
right_child=1 13 8 14 9 -7 -8 10 -10 23 11 22 -14 21 -16 -17 20 -19 19 -21 -22 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=-3.199242338924394e-05 -0.00027112794796563011 0.00022872581944239164 -5.6710930191694359e-05 0.00010984600729656243 -4.0927210259049175e-05 -2.2439186718675457e-05 8.0609022203400875e-05 -0.00020276444858650106 0.00013865205493181687 2.5570035848589428e-05 7.4147745339750686e-05 -0.00043381025829711007 -0.00012661270695517492 0.00011103260509399237 -0.00070357941440932887 -0.0001747561005206761 0.00050454004828517755 0.00051566770046583186 2.958037322333765e-05 0.00073336775494423426 0.0024618800770023997 -0.00018385598241505056 -0.00050670961913783046 -0.00011688508274862481 4.6045411589021826e-06 -0.00016192782542131344 -5.9331789729522803e-05 -0.00020696613723347398 -3.0814014280954254e-05 -0.00014662328905182715
leaf_count=10316 10917 2955 3120 7801 49367 54880 3261 819 16123 66951 5721 2083 8661 4512 135 19547 184 220 713 290 26 1449 1279 4353 2723 12053 40344 2113 5807 23208
internal_value=0 -0.0437083 0.0704669 -0.0247859 -0.03094 -0.0669322 -0.13035 -0.155257 0.131804 -0.00576835 -0.116983 -0.138714 -0.0473098 -0.0999514 0.120634 -0.112368 0.159056 -0.312897 0.0767154 0.323476 1.09486 0.0558549 -0.214424 0.021948 -0.182255 -0.242226 -0.0928471 0.0215528 0.0805105 -0.111517
internal_count=361931 332372 29559 232437 224501 103830 48950 45689 19243 120671 34552 32520 14382 99935 7936 93974 2032 11137 1822 1003 210 5961 18138 71304 16055 13332 74427 10875 8762 63552
shrinkage=0.000804263


Tree=1710
num_leaves=31
num_cat=0
split_feature=785 728 712 1445 852 1037 700 578 487 896 928 828 944 651 520 647 590 846 1154 488 705 146 138 723 513 906 1240 914 272 284
split_gain=80.9157 62.1677 46.4173 42.7884 46.8606 37.5217 35.9048 35.4584 34.4209 34.38 45.5422 32.7365 31.9135 31.7257 31.0631 30.8526 76.3407 29.9278 29.7895 29.6098 28.8212 28.0228 36.9106 27.8729 42.1013 29.7043 28.592 28.0625 27.2992 26.7378
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 1.6380901172106308 1.0747610123934368 -0.34850700291345432 -0.3146443644456704 -0.87905496296652397 1.2575391871604671 -0.28794826445342053 -0.52992354128753727 -1.0536780337889886 0.53713281317862982 0.58396494997324677 1.5103007336851382 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.0000000180025095e-35 -0.57364115386637049 0.53032444210442742 2.2368666814773395 -1.0321883268519072 -1.0570063487222232 1.0454229551509682 0.38440754990271525 3.4352390592856969 -0.084776199891167622 1.6568181847307961 1.8491720343413525
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 8 -6 13 -4 9 10 20 -9 -11 -7 18 16 -3 -17 28 -8 -2 -19 -23 27 25 -25 -26 -12 -13 -10
right_child=1 15 7 -5 5 6 19 11 29 12 23 14 -14 -15 -16 17 -18 21 -20 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00014997148513176385 7.694711273591472e-06 -8.3620417052098127e-05 0.00024309907413963447 -9.4649227617640903e-05 -4.3898872979159764e-05 0.00011157191020662451 -0.00016635565319651199 -0.00017391475082683625 -0.00012422792210705377 -6.195460536053775e-05 -4.831449823645656e-05 5.6516531160501812e-05 2.5821654898520161e-05 0.00034038790752672802 -0.00011796364679708971 -3.9200682797485067e-05 0.00037488912769312186 -0.00012443838923723288 0.00016614985270954399 6.965607183526568e-05 0.00012109859315860189 0.00070693073370826465 -7.5839223712853903e-06 -3.2362968804007503e-05 0.00010365161848988211 -0.0001419872710580156 -0.00039866678653057569 0.00012890328068132978 -0.00028605612655658604 0.00019314339060428812
leaf_count=3225 12993 4821 3439 30890 8423 6821 2103 1661 16930 63357 4605 9226 16178 2085 2203 29774 1384 62243 8974 6691 12972 277 1436 22523 5857 12428 301 6447 831 833
internal_value=0 -0.0458052 0.0710356 -0.0275532 -0.0174437 0.0649647 0.117884 0.0985751 -0.0309112 -0.0214706 0.0100827 0.0691346 -0.0543145 0.209118 0.0913389 -0.100087 0.056934 -0.112531 0.118566 0.0221568 0.0818967 -0.144599 0.13968 -0.0273983 -0.0535225 -0.0854648 0.0973067 0.068572 0.0398829 -0.131376
internal_count=361931 332372 29559 232437 201547 26123 17700 26334 175424 157661 78126 22895 79535 8906 21234 99935 6205 93730 19031 8794 25965 63956 1713 52161 41109 34951 6158 11052 10057 17763
shrinkage=0.000804263


Tree=1711
num_leaves=31
num_cat=0
split_feature=785 519 727 728 962 872 652 816 382 544 831 507 588 1049 588 689 332 464 1450 706 590 689 430 726 593 1458 1031 277 815 1116
split_gain=90.9756 57.9297 61.9776 58.0474 68.4389 65.0296 52.7408 52.3299 46.9193 45.906 44.8327 42.4548 39.6246 38.0006 36.324 36.4825 34.767 41.0432 39.5578 33.7257 33.2662 32.8465 33.9349 33.5456 32.0129 31.8946 32.1138 33.2964 30.4018 31.7634
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.3714217264408297 3.0757328524286596 -0.98896428961744431 0.98567350059335823 1.0000000180025095e-35 1.0000000180025095e-35 2.1965197198778803 0.65809631222906606 2.250834115212506 1.2334500886949249 2.250834115212506 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.35262914890079794 0.85558832110916161 -0.67541201360492764 1.1511195098725142 -1.2369097968503453 -2.5456679507321813 -0.58017643881618097 1.8460070869938618 1.0710442084254466 0.90026284119902344 1.0000000180025095e-35 2.9156931588094528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 19 11 5 6 20 10 13 -1 14 -2 -10 24 25 -16 17 -9 -18 -3 -5 22 -13 -24 -4 26 27 -8 -6 -30
right_child=1 2 8 4 28 -7 7 16 12 -11 -12 21 -14 -15 15 -17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=2.4295585909624149e-05 -0.00010702501045842936 -0.00022977108500839489 -0.00011132363482787121 8.769720501434709e-05 -0.00029718306162024685 0.00013455493955354022 -0.00016318741943338827 -0.00025428770848500326 -0.00012241557240459222 -0.00013599821576892979 1.3080415807904105e-05 -0.00026774023582017039 0.00034719825445239883 -0.00013081853107806734 -0.00021732547222036024 3.8512450141230741e-05 -0.00012451043374180987 -6.0032320666325372e-05 4.4375449643259679e-05 -3.4714819166901525e-06 -9.1359163886311982e-05 -0.00023513852380909698 -0.00065484896613230814 0.00011179737851261742 0.00026534587270962722 -5.3726003636465871e-05 -0.00026489356046944656 -0.00026254699090284437 -0.00018824840449245688 0.00045966341936200722
leaf_count=21198 48652 6191 782 4245 24092 2766 87797 9867 5060 8361 4359 1020 640 1200 2890 4856 7620 6996 8390 3256 21276 1511 186 7814 4389 5849 23247 16484 20675 262
internal_value=0 -0.148829 -0.0462025 -0.157547 -0.173517 -0.158597 -0.163615 -0.177917 0.0473149 -0.0242534 -0.197721 -0.0966418 -0.0858241 0.166557 -0.205331 -0.0657291 -0.102163 -0.180585 -0.0408355 -0.176931 -0.0721987 0.0224477 0.0681668 0.110676 0.242765 -0.215077 -0.223478 -0.20785 -0.270533 -0.20842
internal_count=361931 332372 21518 310854 251671 206642 203876 178355 12071 29559 145482 59183 5700 6371 141123 7746 32873 16863 16010 9447 25521 10531 9020 8000 5171 133377 127528 104281 45029 20937
shrinkage=0.00085349


Tree=1712
num_leaves=31
num_cat=0
split_feature=616 1307 1151 705 747 497 21 740 1394 567 224 1450 363 1166 815 554 913 1286 888 1434 878 1457 981 151 1398 1186 500 21 237 374
split_gain=32.2216 36.5601 39.4825 34.4758 40.0696 39.9434 35.9548 33.3316 33.2985 33.1951 32.6018 30.8496 34.1669 30.0288 29.5765 29.5615 29.6703 29.4238 29.4047 29.2322 28.2342 26.9711 28.6536 26.6451 26.4142 26.3041 26.8464 30.7391 26.2954 27.6242
threshold=0.57091520978742472 1.6294210021612947 1.0000000180025095e-35 0.87723755459486374 2.2668746584208797 2.0895063784560848 1.0000000180025095e-35 1.0000000180025095e-35 1.9704346137697744 1.8142765138204122 1.1067727889813797 -0.28900078866492313 -0.185464386447072 -1.2508507625752519 1.0000000180025095e-35 -0.22830974477530755 1.1122114636725213 4.0066926509047791 3.5515546685878348 1.0000000180025095e-35 1.0000000180025095e-35 -0.21045860072163367 1.7060327193526743 0.10871022733748033 -0.3158403597376887 -0.085189286244496065 -1.438175406377743 1.189441983669046 1.0402268595720192 1.2786303643043428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 9 19 -4 28 13 11 15 18 -5 17 16 -1 20 -13 -6 -2 25 -23 -17 -7 26 -16 -28 -9 -30
right_child=14 2 7 4 6 24 -8 8 -10 -11 -12 12 -14 -15 21 23 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00041823109292404853 -0.0018664782990791069 -0.0013206654964692005 -0.00090727118845289518 -0.00090313214408811867 0.0022244828067242016 0.00051658248486436743 -0.0020096415375433986 -0.000120696641466166 0.0043607407802436129 0.0016140039013982947 -0.00061663597072281195 0.00043766202066119911 -0.00018097592421151206 0.0003367903781898263 0.0040623099455319974 -0.00036350281687388535 -0.0017923608374837362 0.0095750068316795989 -0.0045141542370124273 -0.0028245546636819462 -0.00058010233377264362 0.00017298535177710155 0.0035609055072535391 0.00032098013162639593 0.0029329894053948349 -0.0013564559811198636 -0.00052786795221915412 0.0034125868551182041 0.00086180053276243597 0.0055132111860153061
leaf_count=30443 11585 15468 12359 5852 882 1726 2892 8837 506 3761 28512 53990 39477 39047 371 26692 4704 60 428 328 14747 13393 592 26524 2124 7524 6937 458 1270 442
internal_value=0 -0.00772914 -0.0855908 0.000223582 0.0470714 0.0633815 -0.155184 -0.0173661 0.0704682 0.0460917 -0.0135134 -0.00313512 0.0245681 0.0290405 -0.0722684 -0.0336961 -0.0871227 -0.141243 0.0597653 0.136484 -0.146501 -0.0240992 0.0488844 -0.00175952 0.268913 -0.0946033 0.00218433 -0.0312914 0.0389057 0.300966
internal_count=361931 306264 38882 267382 56612 52510 4102 23414 11055 48660 210770 182258 93895 44899 55667 88363 35147 26392 54418 1210 26332 29275 13985 53216 3850 15290 7766 7395 10549 1712
shrinkage=0.00690165


Tree=1713
num_leaves=31
num_cat=0
split_feature=43 1454 1452 811 1463 1467 1465 1458 1463 1457 1458 1463 1463 1458 21 1463 1457 1463 1450 1450 1454 1449 1466 1461 1462 1467 1464 1449 1466 1457
split_gain=31.3341 31.1291 40.3496 32.824 35.7649 52.7775 54.6323 71.0762 45.4143 41.8358 40.543 39.4885 51.031 52.234 44.0846 40.2585 38.7236 37.3757 62.1531 48.5617 39.5673 67.9949 43.5254 42.5254 47.7222 51.0723 41.6231 37.2503 36.9292 44.0033
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 1.0000000180025095e-35 -0.052537044703927886 -0.46555852133708692 -0.40523020188868136 -0.53528856453620277 1.2754859865074317 -0.18238571527943001 -0.54544881628266473 1.5365683213542474 1.4771503405264144 0.6450643276075535 -0.89074317784588486 1.4334175752012324 -0.18701524502741454 -0.45723996025542596 -0.56907166647791152 -0.60233051400151494 -0.90309121467478037 -0.016736665957810089 -0.018028881616481741 1.4098417307792441 0.46541324990069172 0.70872657208387635 0.28596086599967491 -0.36584730105349633 0.21011020316792214 1.9381496379694476
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 17 6 11 8 -8 16 -7 12 13 15 -15 -6 -9 20 19 -19 21 22 -1 28 25 26 -25 -11 -22 -30
right_child=-2 -3 -4 -5 5 10 7 9 -10 27 -12 -13 -14 14 -16 -17 -18 18 -20 -21 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0030875200163489676 -0.00033873882500117561 9.9042818999652064e-05 -0.0014835497231963778 -0.00046230627621455904 -0.0009744233916207034 -0.00089333850694827853 0.0030636164406144932 -0.00018365595614299756 -0.0013367650426460086 0.0031811269951255898 0.0002592148400525108 0.0032210689329878897 -0.0086210457857246754 -0.0026417592158840737 0.0049175952884645251 0.0058515380901242413 -0.0095354836137483395 -0.0010794919234595893 -0.00011139348050959255 -0.0038513991924105585 -0.00040583018722393778 -0.0012569997318226936 -0.00031477442821672253 0.0031468346464021599 -0.0021656494958859924 -0.0018741251484229592 -0.0058204670321194045 0.00040437307915787483 0.00038489138098216221 0.0088871866659371995
leaf_count=2010 74777 135975 4165 36994 4557 7113 3214 3504 376 1146 13944 445 131 176 402 119 75 7536 15194 1202 32650 1323 897 1837 525 492 103 1614 9359 76
internal_value=0 -0.00554173 -0.0289118 -0.0230558 -0.00384896 0.0530195 0.150467 0.246896 0.483512 0.100304 -0.0216572 -0.0295887 -0.0874871 -0.0535238 0.558083 -0.140528 -0.0673557 -0.0336954 -0.109727 -0.267818 0.00187787 0.212739 0.40121 -0.0180545 0.241267 0.368006 0.51384 0.297519 -0.0371203 0.0859404
internal_count=361931 287154 151179 147014 110020 36816 15759 9929 3590 6339 21057 5830 5385 5254 578 4676 3579 73204 23932 8738 49272 4230 2907 45042 2957 2432 1940 2760 42085 9435
shrinkage=0.0054419


Tree=1714
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 516 789 578 804 765 872 561 1242 588 723 828 647 590 846 744 520 272 63 45 1467 770 893 146 138 513 746
split_gain=76.5655 60.0108 47.9141 42.6144 40.942 41.7542 35.5315 34.5336 37.4696 37.0477 33.9854 32.8072 31.6506 47.5918 31.0719 31.071 79.5103 30.9163 30.1571 29.8717 30.3989 30.8995 41.6231 29.0349 29.9646 33.7959 28.3519 37.1526 28.2947 29.2662
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 1.0000000180025095e-35 1.1248358748350926 -0.87905496296652397 1.3537602816678871 2.1763216024766678 1.0000000180025095e-35 0.40910772639584253 3.5578112322456241 2.250834115212506 1.0000000180025095e-35 -1.0536780337889886 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.0000000180025095e-35 1.5103007336851382 1.6568181847307961 -0.64169633322170971 -0.4851739300165801 2.6212945108504591 1.3463821185237228 1.6744786423712141 2.2368666814773395 -1.0321883268519072 1.0454229551509682 3.6288968102052546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 10 7 -5 8 12 -9 11 -2 23 -14 -8 16 -3 -17 -7 20 21 -16 -23 24 25 -6 -19 -28 -15 -30
right_child=1 15 -4 6 5 18 14 9 -10 -11 -12 -13 13 28 19 17 -18 26 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00015877808539693094 -2.8080489440628358e-05 -9.3718191372395239e-05 -9.873972558027119e-05 0.00026504100452585418 2.5474135461432528e-05 -0.00016806837207200461 -0.00018913893101562721 -9.124412690713125e-06 -0.00019568294483477691 0.00019642916297220016 -0.00012051155410954677 0.0007938729776982592 -0.00014669231877574126 0.00013976916658342911 4.4432862250637648e-05 -4.1383247307656748e-05 0.00042248410116138281 -0.00013690739878860164 3.3516356380490931e-07 -0.00013027281590257512 -0.00014989153475860483 7.2344570963215076e-06 0.00028719586373929479 0.0002204832520388852 -0.0001204822447970639 -0.00011267310648029559 0.00078480609032418442 -6.7717428439045113e-06 0.0005267493932550536 -0.00054522847200636599
leaf_count=3225 57429 4821 35150 3439 62086 7727 1661 4979 3422 7050 23360 183 1389 2687 8832 29774 1384 62243 7141 2203 1608 2686 5905 2026 7122 9329 277 1436 1265 92
internal_value=0 -0.0456397 -0.0277238 0.0680322 -0.0155178 0.00914387 0.0944192 0.0248971 0.00966144 0.127287 -0.0559824 -0.0285467 0.0181144 0.166119 0.0649603 -0.0989516 0.0584664 -0.111441 -0.094834 0.0866028 0.113321 0.138382 0.226957 0.00660909 -0.000356606 0.0128525 -0.144007 0.14195 0.273263 0.514331
internal_count=361931 332372 232437 29559 197287 116315 26334 101447 89418 12029 80972 57612 85996 5433 22895 99935 6205 93730 14868 21234 19031 17423 8591 80563 78537 71415 63956 1713 4044 1357
shrinkage=0.000887971


Tree=1715
num_leaves=31
num_cat=0
split_feature=545 785 1442 470 1430 1298 705 1444 1083 637 1097 713 792 921 784 1445 728 613 513 552 694 21 1259 432 527 557 1118 1055 1438 702
split_gain=71.4188 65.1147 49.6909 42.3613 44.4467 55.7222 44.0677 39.5049 38.026 39.2615 37.9166 40.0266 35.973 35.5031 56.8101 34.9655 34.6195 44.7354 50.4829 34.4459 30.9694 30.7216 30.3325 29.7823 29.4572 28.8262 28.7682 28.2735 31.3769 28.0641
threshold=-1.0372938969678034 -0.86283290253235112 -1.2625182715263061 0.66595742291584703 1.0000000180025095e-35 1.0000000180025095e-35 0.62026487867602198 1.0000000180025095e-35 1.911083489114747 1.758494774759918 -1.2571877020351898 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 0.9594655836162902 1.6380901172106308 -0.49008176997875957 1.0000000180025095e-35 1.0454229551509682 3.3057299501607855 0.77366284824854448 -2.9709283393608152 0.22779783767111714 -0.45588660627771938 1.9849653232297506 1.0593805377627932 1.073120915043017 -0.055068209336175532 0.73556760293882195 1.1798319775204995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 10 15 4 5 7 25 27 9 13 -2 -12 -8 -6 -15 22 19 18 -18 20 26 -22 -3 -17 -7 -5 -1 28 -4 -10
right_child=1 2 3 6 8 24 12 -9 29 -11 11 -13 -14 14 -16 23 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00016803363188579612 -0.00014004461677479481 7.2038974668912443e-06 -1.0830561184824326e-05 1.166048629090931e-05 6.9326222293174933e-07 -2.9189971784944932e-05 0.00021115475573181379 -0.00029921077946350384 -0.00011535236671375363 -0.00015057658449676658 -0.00015257358846235288 0.00011291136110923842 4.5251916406896898e-05 2.8216005725229365e-05 0.00030943755156662589 -5.8697551327599308e-05 -9.9552525093989731e-05 -0.00018604497455023233 8.9828143443811741e-05 0.00055953626152144384 0.00096803596512645229 -7.1283450770028782e-05 -0.00012952954226443125 -0.00027057854047988789 0.00019195390850129641 -0.00015242726538860279 -0.00024842092854067177 -0.00018180276729621103 -0.00019546762833361106 -0.00056285507759096861
leaf_count=3907 2486 13750 16113 22202 63376 34209 5400 6356 3716 5041 2059 21790 10882 7579 2966 5238 40543 24041 5568 321 81 18911 11761 8433 1877 3766 687 12479 5787 606
internal_value=0 -0.0167038 -0.0286777 -0.0160645 -0.0340737 -0.0769798 0.0397984 -0.147134 -0.00154054 0.00838279 0.0830614 0.108982 0.119517 0.0204338 0.131817 -0.109627 -0.0952671 -0.126098 -0.0816923 -0.0188248 -0.0306922 -0.077437 -0.0623698 -0.222401 -0.0191371 -0.0140526 0.128945 -0.116884 -0.0649731 -0.213137
internal_count=361931 267872 241537 202355 160105 76821 42250 40735 83284 78962 26335 23849 16282 73921 10545 39182 94059 70152 46111 23907 23586 18992 25511 13671 36086 25968 4594 34379 21900 4322
shrinkage=0.000836755


Tree=1716
num_leaves=31
num_cat=0
split_feature=545 785 332 257 540 1065 657 712 1323 1002 1097 713 61 21 1459 497 369 1181 1436 1450 1198 969 727 550 1114 1080 1079 1243 139 588
split_gain=63.8664 60.2936 48.8813 85.5522 46.0398 51.7389 48.1924 41.8078 41.5626 40.0672 36.3157 41.4846 36.0467 35.652 35.241 34.4823 35.121 33.0486 32.3559 31.8442 31.7406 29.5101 29.4352 30.3647 29.3452 29.282 28.8863 28.0415 30.4292 27.9042
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 -0.29429909822911982 -0.63779424894106762 -0.81761644763149766 0.69854289147193727 -1.2571877020351898 1.0000000180025095e-35 1.0000000180025095e-35 -0.89074317784588486 0.43577943106047246 0.29755744289802777 0.2313107406515203 -0.59467284272644005 0.60428344764309971 0.95337257963916655 -0.921629809143793 -0.27438587380478469 -0.682906484622256 1.0000000180025095e-35 -0.13138198585856078 3.9810989087578279 3.0729769241839433 -1.0444580301170217 -0.82189578550092313 2.250834115212506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 10 3 7 25 8 -7 17 21 15 -2 -12 13 14 -1 -10 -17 -3 19 -9 -5 -6 23 -14 -15 -4 -22 -24 -29 -18
right_child=1 2 4 20 5 6 -8 18 9 -11 11 -13 22 24 -16 16 29 -19 -20 -21 26 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.8574348533613863e-05 -0.00013618676955422959 -0.00019080228799369796 -4.7639626135491778e-05 -0.00010654041362321156 -0.00018817103186278853 5.7070961525726479e-05 -0.00018136738754765742 -0.00020392667155511206 3.7082882825451667e-05 -4.9289839165262115e-05 -0.00015723672927734329 0.00010742375905539602 -7.6217328676306704e-05 -2.2098900966919537e-05 0.00019045493905481365 0.0001740705274660075 -1.7064705992249729e-05 8.2482090361002671e-05 -3.9930213454331507e-05 -1.1295697399193387e-05 1.279486942175828e-06 2.3013293104709386e-05 4.5933676721423265e-05 0.00029965627166658943 -0.00012511072362205735 0.00061798761092085683 0.00032228570253689027 -4.4773533227854232e-05 -0.00024047120359896345 0.00032027180916292184
leaf_count=10532 2486 2539 51452 10521 4535 3736 5888 34859 28901 8380 2059 21790 8302 22306 4358 13662 5544 5525 8103 4282 47409 4488 2193 695 23016 181 794 4511 18146 738
internal_value=0 -0.0169734 -0.0284953 -0.0660519 -0.0017419 0.0289171 -0.107809 -0.146342 0.0499622 0.0685476 0.0790697 0.104459 -0.0913226 -0.0555602 0.0563336 0.0911259 0.155108 0.00622885 -0.18053 -0.218006 -0.0134029 -0.093551 -0.160064 -0.044571 -0.0885949 -0.0545975 0.00889253 -0.210856 -0.241008 0.0296399
internal_count=361931 267872 241537 114032 127505 75872 9624 55308 66248 57225 26335 23849 94059 60212 14890 48845 19944 8064 47244 39141 58724 9023 33847 8997 45322 51633 48203 24850 22657 6282
shrinkage=0.000820348


Tree=1717
num_leaves=31
num_cat=0
split_feature=785 728 727 1431 852 727 923 519 189 784 909 576 647 590 815 694 846 146 20 1452 1175 971 1384 924 1467 512 914 763 706 890
split_gain=84.2724 60.7237 45.7533 42.441 37.6633 42.6954 48.2212 42.3056 34.0443 34.8517 32.9808 32.2486 30.8177 76.5701 30.5999 34.303 29.9658 28.1309 31.3329 28.0288 27.6818 27.1236 31.5567 25.9457 25.7381 26.4925 25.4696 25.3695 24.7202 25.8543
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 2.7059755265676442 0.9594655836162902 -0.67290761646258057 1.1032265037225084 -0.87782724458594241 0.58895901036483078 1.6638054002796892 1.2342127532274445 -0.53268848306471728 2.888475460910541 -0.37168563270387045 3.3900475580725948 -0.31923240808069592 -0.94977692966989535 0.054422267959887458 1.8999064755685127 -0.16859189148488082 1.7364793524751543 2.4975337861131606 0.35720372001585082 1.5724059030450566 -1.0182342416987082
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 28 4 5 14 19 23 9 -6 -4 -9 13 -3 15 -2 -14 -18 -19 -7 -11 22 -12 24 25 -8 -17 -20 -1 -30
right_child=1 12 10 -5 8 6 7 11 -10 20 21 -13 16 -15 -16 26 17 18 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.5064437472528391e-05 0.00013145548124539967 -8.7575525000352654e-05 -6.2859473983823113e-05 -8.9897156505571574e-05 -5.7295317313497873e-06 -0.00031961395599340657 -0.0001148741818864264 0.00017627431196505825 -0.00036435669956955434 -1.2664757750682008e-05 7.717560705847149e-05 -0.00036453692165476406 -4.0038409671943022e-05 0.00039965493070761736 -0.00019809179445342778 -3.9994297136992315e-05 -0.00012580878711356772 -0.00025698978316023258 0.00038258995581206856 0.00079005526910834077 0.00012100938453542902 0.00018034756312936405 -0.00073155151662632081 7.4351188257623771e-05 -4.1401161705679323e-05 -0.00034606335165525534 0.00043008187592399937 0.0017818905995960026 -0.00031557508753231745 0.0002210134898637615
leaf_count=10322 8468 4821 2491 35150 94682 3650 21957 3098 1168 7962 499 368 29774 1384 1826 12522 63616 158 122 68 13651 13779 239 3804 21210 2440 413 60 343 1886
internal_value=0 -0.0446493 0.0746087 -0.0266104 -0.0151265 -0.0539401 -0.0883984 -0.0709181 0.00855745 0.01163 0.148775 0.140781 -0.0983119 0.0586271 0.0258623 0.0511962 -0.110754 -0.142853 0.492284 -0.342787 0.0868279 0.189262 -0.20786 -0.0906129 -0.106339 -0.158524 -0.0270479 1.06267 -0.0196709 0.17166
internal_count=361931 332372 29559 232437 197287 79824 56595 52877 117463 116295 17008 3466 99935 6205 23229 21403 93730 63956 340 3718 21613 14517 738 49411 45607 24397 12935 182 12551 2229
shrinkage=0.00085349


Tree=1718
num_leaves=31
num_cat=0
split_feature=785 728 784 921 544 1022 1016 726 1460 63 747 677 521 647 590 570 869 151 864 901 636 785 1289 705 1250 55 775 635 14 225
split_gain=33.0669 32.2265 30.8965 33.9038 29.876 29.7296 34.6881 29.3238 27.6311 27.3657 27.0575 27.9871 32.6489 26.8441 73.7604 27.7509 26.193 25.6684 25.6012 25.4768 26.4938 25.426 25.2704 25.9399 32.4564 25.7676 24.7343 33.7911 28.9848 24.5201
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9504607190545632 -0.64169633322170971 6.1031850957970919 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.48460852809644533 1.041070318382423 1.3534080646825177 0.72275257928592751 -1.2485839646897763 2.4129057422810987 2.9970139449733542 2.2864860975783183 1.6353069485554472 -1.0904779098886848 2.028461052144193 0.13281703179381904 1.6744187979141905 -0.29015431142025017 0.51357026684262508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 26 8 6 10 -5 9 -1 11 22 -13 14 -3 17 -11 -15 -9 -17 -21 -7 23 -2 -25 29 27 28 -4 -26
right_child=1 13 3 7 -6 21 -8 18 -10 16 -12 12 -14 15 -16 19 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-9.4331590260943369e-05 -0.0012505938288875802 -0.00045251593078415934 -0.00010798741752125609 -0.00071163570959948373 -0.00034940823458596133 -3.9201785065684397e-05 -0.000117812476562284 0.0016697203179374702 0.0017837864277320625 0.0010496643621199743 0.0038207383283429741 -0.00081888753055188652 0.00088402556645778582 2.6135986429146407e-05 0.0029389039568515972 0.0014278722175758473 -0.0021472361358151758 -0.0014934181938323719 -0.00075184266273754232 -0.00073571079695569435 0.0023502557499202287 0.00096568231638592792 0.00078276699366261796 -0.0038353892954892535 0.0035959350901695252 0.018019759328737787 -0.00045992544129688708 -0.0017018868987896897 0.00082943322394212046 -0.007759863048559433
leaf_count=9453 29488 4821 10375 1345 8361 98491 45923 5497 2709 8598 169 5388 3504 30533 1384 1345 438 2837 753 58436 579 4510 1700 405 604 23 10486 1294 12396 86
internal_value=0 -0.0230611 -0.00986343 0.0425508 0.0524154 -0.0226259 -0.0570211 0.168331 0.0945755 0.0651395 -0.118878 -0.125224 -0.0165755 -0.062731 0.0850385 -0.0745532 0.148715 -0.0167608 0.227352 -0.108303 -0.116501 0.000644741 -0.171206 -0.192501 0.258545 0.552203 0.0127472 0.050631 0.070345 0.43877
internal_count=361931 332372 232437 42146 29559 190291 87290 7595 21198 18489 41367 41198 8892 99935 6205 93730 9036 33370 6250 60360 59015 103001 32306 30606 1118 713 34551 24065 22771 690
shrinkage=0.0060083


Tree=1719
num_leaves=31
num_cat=0
split_feature=785 728 712 1431 516 561 578 143 791 513 1234 1242 1071 125 1002 828 651 520 388 647 590 1458 272 982 708 1382 1440 691 213 564
split_gain=86.6843 56.6058 45.1031 43.628 37.4001 37.0813 36.2959 35.5758 32.2848 37.3198 34.0863 32.014 31.9081 33.5846 33.914 31.2296 31.2089 30.606 29.4113 29.89 67.0436 29.2556 29.1515 27.9108 33.1219 27.3622 28.9126 28.4374 28.6892 28.014
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 1.0099929608726099 1.0000000180025095e-35 0.40910772639584253 -0.87905496296652397 -0.72319605263816955 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 3.5578112322456241 0.69084194168817237 1.0000000180025095e-35 0.69854289147193727 -1.0536780337889886 1.1107569744011787 1.5103007336851382 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 2.705011497421657 1.6568181847307961 3.0854258727671673 -0.55689657685208205 1.0134361585418981 1.0000000180025095e-35 0.75595989678650033 2.9503823630974306 1.4582492355497596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 11 -4 -6 12 -10 -11 25 13 21 -15 -8 -14 22 19 20 -3 -9 -17 -20 -25 26 29 28 -27 -2
right_child=1 18 6 -5 7 -7 15 8 9 10 -12 -13 16 14 -16 17 -18 -19 23 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0001404038731152347 -3.9532399289789157e-06 -5.8845276389928471e-05 0.00025173425178920357 -8.3071801293882773e-05 -5.0281700099648693e-05 -0.00010769616464690636 -0.00016204080059334714 -4.342927274215979e-05 3.8254135612297491e-05 0.00028684098439806405 3.3997038760119294e-05 0.00071605421631269013 -3.8382377574231537e-05 8.0146387930102891e-05 -6.7524333284958604e-05 0.00012107940616698217 -0.00028077183101511905 -0.00011022708941918563 -0.00016676865505191058 -7.0565383685900434e-05 0.00040046458291103504 0.00035008775748704651 -0.00012120020454983033 0.0010190437589404063 -0.00056350362867179195 0.00010799002489810104 -0.00015671149425104918 -0.00014093720032531617 0.0010963659227172333 -0.0001473351611738968
leaf_count=3225 37242 3918 3439 35150 25353 23360 1661 22466 20431 3493 2427 183 9481 25538 4949 17423 1681 2203 20046 74532 1190 496 1608 146 103 6629 6815 1737 91 4915
internal_value=0 -0.0408297 0.0801185 -0.0234081 -0.0117534 -0.0505083 0.107174 0.0118445 0.0306659 0.0934629 0.232864 -0.0217802 0.00532042 0.0275088 0.0693869 0.0773705 -0.0941886 0.0990392 -0.0927431 -0.0742094 0.0920696 -0.0403584 0.12607 -0.19365 0.640874 -0.0248292 -0.0456205 0.0898746 0.150802 -0.0256732
internal_count=361931 332372 29559 232437 197287 80972 26334 116315 90962 26351 5920 57612 64611 53449 30487 22895 11162 21234 99935 79640 5108 22962 19031 20295 249 57429 48972 8457 6720 42157
shrinkage=0.000804263


Tree=1720
num_leaves=31
num_cat=0
split_feature=476 1166 1470 705 1464 939 840 1465 1465 1452 1466 1465 1451 1454 1452 1464 1457 1464 1451 1454 1456 1465 1464 1457 1457 1453 1453 1467 1458 1458
split_gain=32.291 37.0754 44.98 37.0734 34.5412 34.2354 33.2803 33.2237 47.9771 55.1374 59.3298 37.5244 35.4054 47.7691 49.1717 60.8834 49.2515 35.6118 35.3795 34.6055 32.7792 32.503 31.7922 31.083 33.2656 52.2423 55.6622 46.4205 44.0708 54.9697
threshold=-1.316508667510939 -1.2508507625752519 -1.1535394197080833 1.4125972960924511 0.2602645535820674 1.4307804817950061 -0.94692575140262492 0.18254151478801925 -0.31700245676584721 -0.62767640989520535 -0.088962738113969639 -0.42261094208562427 -0.34358033902177965 -0.80169152520006459 1.0409243383084115 1.1235102970770516 0.14149010266814824 0.38951608599244769 -0.32912190003846087 -0.74726004084035758 1.3778752582070839 -0.17017227380675984 1.4252756032517901 0.68635126017805159 0.4301736276701606 5.5477399240790328 3.5235182473523379 2.500819528513873 -0.71693843586677841 -0.57564690069438296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 23 -1 -5 8 9 10 20 -12 13 21 15 16 19 -18 -14 -15 22 -10 -6 24 25 26 28 -26 -3 -30
right_child=1 3 -4 6 7 -7 -8 -9 12 -11 11 -13 18 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.00044431274718460242 0.00065973008363908099 0.00035887751084141757 -0.00054751954559953018 -0.00098512449448794016 0.0020333549245851448 0.00060312673000086157 0.00085449106632163186 -9.1140968359494355e-05 0.0010010165849972646 -0.00026021676672902133 0.00053857510967087678 -0.0029071672289165814 -0.0089999280720427059 -0.002743371489238644 0.0041584617455413045 -0.0009980697238250577 0.0039955930184860768 -0.0022463903958783306 0.00049120717553763793 0.0027184916683691959 0.0052477279945418861 0.0067589563624011048 -0.0018753547431099428 0.00028662429390341292 -0.0011441168572306675 0.0043032303012736804 -0.0031467303685464264 0.0042341786279127868 -0.00086949966592968166 -0.00011024992491807707
leaf_count=68390 5504 23189 43028 1896 2813 6629 11141 26066 211 15603 1463 647 69 209 640 1640 157 610 6753 2739 321 303 316 23448 7385 325 943 212 17454 91827
internal_value=0 -0.00568822 -0.0701334 0.00446533 -0.00228084 -0.0642998 0.116737 0.0416227 0.0857122 0.0204547 0.201951 -0.0818957 0.185677 0.29713 0.240009 0.168392 0.318561 -0.172087 0.0763168 0.442843 0.373801 0.878426 0.300533 -0.0193198 -0.0323 -0.02418 -0.0265817 -0.177666 -0.0227904 -0.0415802
internal_count=361931 286912 48532 238380 225343 75019 13037 60560 34494 21163 5560 2110 13331 6509 5995 5355 3715 767 6822 2948 3450 514 3129 164783 141335 133738 133413 7597 132470 109281
shrinkage=0.0054419


Tree=1721
num_leaves=31
num_cat=0
split_feature=50 194 1470 678 652 61 631 1321 864 1425 1230 1193 1454 842 1023 65 1452 21 754 1465 1458 471 1117 72 899 1175 154 1079 632 363
split_gain=32.2478 59.6563 27.5809 26.9321 26.5742 31.0121 26.7947 28.8154 27.9996 26.4571 34.4837 30.012 27.1329 26.0104 28.4975 26.9587 25.9433 29.319 25.0001 27.3133 44.5221 27.0266 27.3564 26.15 25.806 24.5391 32.3932 25.3542 24.5452 24.8542
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 0.34708990927187483 -0.55024281929118113 1.0000000180025095e-35 0.32762169074066277 1.1376622107197292 0.72275257928592751 -0.49854827941355384 -0.92106560951488936 4.2386806022684906 -0.42482213327870627 -0.27102987990603095 7.4366709976304533 1.3605314985471562 -0.58911782507014421 -1.0798509198017876 1.0000000180025095e-35 -0.65327714863568986 -0.21734572720002096 1.0000000180025095e-35 -2.1666068354737078 -0.0099052370024908434 -1.0531105455413694 0.41883494513933106 2.6586950529456823 1.9634214862007473 1.6260734250357183 -0.20068308009716249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 18 -2 6 8 -8 9 -6 11 -11 16 14 -4 -15 17 -12 19 20 -3 22 23 -20 -24 26 27 28 29 -1
right_child=4 3 13 -5 5 -7 7 -9 -10 10 12 -13 -14 15 -16 -17 -18 -19 21 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0054905027359058176 0.00024993821046065889 -0.0014869340387347646 -0.0010961281420879233 0.00027625098955644478 -0.00046161158045974392 -0.00043346422107246361 0.00016317127968101792 0.0012196855376704462 -0.00082555423156774246 -0.0011278608582821409 0.0058208805554138023 0.0069897375604882715 0.0007609763245204562 -0.00022451168434427064 0.010561911094348654 -0.001498508448713182 -0.00060677657624141435 0.00051681485854497447 0.015167946541203304 0.00014848721482574705 0.00011665552549933036 -0.0017367150166687694 0.0011660636774440088 -0.0040976303827196144 -0.00081216489879256206 -0.0016337375872274959 -0.0056152925098809032 -0.0076698645646987957 -0.0058484333268686755 0.0010923943201097911
leaf_count=507 62045 7028 35673 28832 16454 40429 32214 6292 9495 4490 197 71 15032 29056 25 7920 7348 3315 34 32506 7695 4587 2096 28 7530 425 99 43 56 409
internal_value=0 -0.0408495 -0.103886 -0.00677059 0.00347958 -0.0146665 0.00649978 0.0526494 -0.0235544 -0.00149951 0.0361115 -0.152395 0.0647062 -0.114004 -0.17176 -0.0661182 -0.0209439 0.132551 -0.0360883 -0.0122674 -0.0957432 -0.127807 -0.0514437 1.42066 -0.0633304 0.175839 0.340834 0.446682 0.513259 0.590674
internal_count=361931 164549 74213 90336 197382 135337 94908 38506 56402 46907 30453 4561 25892 72674 35698 36976 10860 3512 61504 47229 14723 14275 9688 62 9626 1539 1114 1015 972 916
shrinkage=0.00625104


Tree=1722
num_leaves=31
num_cat=0
split_feature=1147 785 705 543 21 277 1463 1463 1458 610 1453 1453 1457 1454 1464 1458 747 710 1080 215 693 1450 1459 1459 1457 1359 1449 1469 1464 126
split_gain=31.701 33.4017 27.7237 27.428 29.0871 30.2038 36.9527 48.2068 30.7176 35.6598 28.4395 51.6547 36.6093 30.4874 32.8146 37.4872 30.6272 33.4055 29.4571 27.9748 27.7273 27.4322 38.0885 29.645 32.73 29.5665 28.712 39.4173 29.5898 28.0842
threshold=1.0000000180025095e-35 -0.86283290253235112 0.024944846130704988 1.0000000180025095e-35 -0.70163543588998201 0.34311379293258132 0.94170239728407068 0.97777839282527668 0.70333210766501042 1.0000000180025095e-35 5.5477399240790328 3.7574571891249255 0.4301736276701606 3.8331818028246452 1.1235102970770516 2.22567558773348 1.0000000180025095e-35 1.9207401787728819 3.9810989087578279 2.569306742840157 -0.066111999906544011 1.0909351122468025 0.015014468430795973 -0.0082725336293530856 -0.52260270599167302 1.0000000180025095e-35 -0.36584730105349633 0.64858114310918025 0.020652577133266702 3.4826299468242277
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 10 8 9 -8 11 13 -12 16 -15 -16 17 18 19 -6 -7 22 23 24 -9 -23 27 -26 -28 -30
right_child=-2 3 -4 -5 5 20 7 21 -10 -11 12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 25 -24 -25 26 -27 28 -29 29 -31
leaf_value=-0.00014201910357912749 -0.00038284579310845666 0.00024993162115223225 0.000769666386939786 -0.0005002640524687 -0.00066182761484963402 -0.00094910180563657269 0.00041420935504462138 -0.00059799673877504998 0.010805905207685982 0.0088968398118688344 0.0047814924505093434 -0.0033204502106548303 -0.0021464365071322232 -0.00018730256206835126 0.0073363793731779734 -0.0018331995526916791 4.2912871008969097e-05 0.00049977969231472302 0.0034242800762329805 0.001866177663696698 -0.00014710069137652463 0.0021847658408290214 -0.00072916698176399752 0.0047468061715646506 0.0017453313921660931 -0.00069660475167829532 -0.00085390930862958134 0.0071842606246376598 0.0026303407741509665 -0.008140311133299374
leaf_count=8762 71440 58336 16169 33101 39134 15834 313 2512 88 132 376 869 185 347 241 92 74876 6139 284 777 19806 2247 4981 274 1266 740 1441 246 882 41
internal_value=0 -0.00430742 0.0706586 -0.0121769 -0.00446964 -0.0184064 -0.00431029 0.0938274 0.735349 0.471388 -0.0174659 -0.0199357 0.438771 -0.0159927 0.394256 0.823775 -0.0189755 -0.0666405 -0.092476 -0.0985639 -0.0791723 0.071617 0.0225668 0.128454 0.0968922 0.242642 0.218321 0.439855 0.0664261 0.350522
internal_count=361931 290491 24931 265560 232459 174123 138483 15163 533 445 123320 122759 561 121890 680 333 121210 46334 40195 39911 35640 14630 11643 6662 6388 2987 3876 1512 2364 923
shrinkage=0.00612847


Tree=1723
num_leaves=31
num_cat=0
split_feature=21 1426 1223 1160 890 1458 49 421 1285 561 1462 1458 1458 1465 1465 1469 21 1463 1450 1466 1452 1452 1466 1459 1316 1450 1462 1468 1457 1455
split_gain=31.185 32.55 39.1541 47.6517 36.4867 34.2648 34.0833 30.4324 29.6694 28.8626 27.4656 26.3025 45.8923 57.2012 41.3912 39.9431 39.5214 47.6309 46.973 54.5688 51.9441 77.5772 41.4663 38.5535 45.0074 38.3355 37.8554 33.6903 33.6265 33.1224
threshold=-3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0182342416987082 1.8460070869938618 1.0000000180025095e-35 0.093393575567790196 2.2712867920001698 -0.8664948354579004 0.64216061943476632 -0.71693843586677841 -0.67567940349836197 -0.079034750824344205 -0.51322729858334903 0.79414252969518218 -0.13431221002227373 0.45108069140960899 0.3069025953120062 -0.23309338507459412 0.14410944150581126 0.57845329651378008 2.2763907064872897 -0.33635779137711869 -0.73118402716172903 -0.56086795541624013 0.045835862831430298 0.60907911972533268 -0.16810441299000942 1.3141790966806519
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 3 4 -3 8 -5 -6 11 -4 -1 14 13 -13 -2 16 22 18 20 -20 29 -22 -16 26 -25 -23 28 -28 -17 -18
right_child=1 2 9 6 7 -7 -8 -9 -10 -11 -12 12 -14 -15 15 23 17 -19 19 -21 21 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0051561351453641808 -0.00057949036214651351 -0.0028799084640024238 0.00060488893501922083 0.00018694738689728545 -0.00043841743020813471 0.00088298826932034047 -0.00094177419900786502 -0.0019273281532484164 -0.0012538533280755776 -0.00024142103036440613 0.0042535028405188786 -0.00034154942282918255 -4.4279620856891493e-05 -0.0037848201056880407 0.00075097824083020844 -0.0020009490024105584 -0.00093257511489680219 -0.0019284298209279211 0.00056818608568289354 -0.0042042009487968796 0.0054064646061431978 -0.0040467220198839218 0.0042635097887176341 -0.0016414947480052748 0.003937527595436998 0.0023834875459586629 0.0055886421169216169 -0.0075796023688383734 0.0017980533147532369 0.002608472414367599
leaf_count=89 10038 9502 13762 18411 12989 9954 14524 8757 7404 57176 627 3613 162919 2195 11063 1557 3127 3250 1391 1034 1220 456 805 525 2499 503 464 74 1170 833
internal_value=0 -0.0142893 -0.0446985 -0.0928028 -0.179973 0.00153457 -0.0368841 -0.135185 -0.00493574 -0.0095424 0.428589 -0.000706876 -0.013054 -0.210136 0.0510592 0.0911789 0.0498341 -0.0385407 0.0473888 -0.204381 0.151963 0.406539 0.142792 0.250651 0.426614 -0.0708928 0.0749863 0.586254 -0.0436406 -0.00990551
internal_count=361931 361215 135121 64183 31248 226094 32935 21746 216140 70938 716 208736 168727 5808 40009 29971 23682 11814 8564 2425 6139 2179 11868 6289 3024 959 3265 538 2727 3960
shrinkage=0.00732408


Tree=1724
num_leaves=31
num_cat=0
split_feature=51 1371 789 332 1430 1436 858 927 497 633 590 1391 1469 199 507 728 566 773 887 1467 269 748 1441 1323 906 774 697 1186 444 1244
split_gain=30.8729 28.6802 27.9449 45.2822 47.5521 62.2974 42.2561 33.9199 40.7116 33.8246 41.2316 35.6654 33.6922 33.4889 37.6532 30.7377 32.4243 28.3473 28.1556 27.9781 35.2235 34.3028 29.5771 27.9339 27.3671 27.3383 27.2879 29.2764 27.1197 26.8114
threshold=1.0111847875080273 3.4357416210103824 1.1248358748350926 0.65944866827063242 1.0000000180025095e-35 1.0000000180025095e-35 1.0825608069246189 1.0483613175537825 1.5332472853781953 1.9976441459236287 0.58895901036483078 1.9262293263007251 -1.2319146079207914 1.0000000180025095e-35 0.65809631222906606 -0.49008176997875957 -0.041010953905747653 0.63746548172898276 0.77264864957267976 0.53610868468533202 1.157225556610191 -0.55983428269634117 1.0000000180025095e-35 -0.71815621650577788 -0.56229345269152675 -1.4754848987787037 -1.210304772456366 1.721551684768474 1.0617732612454149 1.9995209093105046
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 12 7 8 13 11 -11 26 -1 14 -5 -10 -17 -8 24 20 22 -21 -6 29 -7 -26 -4 28 -28 -15
right_child=-2 -3 9 6 19 18 17 -9 15 10 -12 -13 -14 23 -16 16 -18 -19 -20 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00039868256096603223 -0.00047708999228452303 -0.001681255242762907 0.00091828404326920062 0.0010718750140700389 0.00025845347444638025 0.00073372851613219287 -0.00018442181225581915 -0.00047982488952020262 -0.00035826835622323891 3.9734818095621421e-05 0.0048384520322680754 -0.0034710138542535913 -0.0010821925239736705 -0.0022271795491909962 -0.00061319100992781499 0.00086309021068855401 0.0030075155455698685 -0.0026333925019962801 -0.00082988029245815748 0.0013647460034826103 -0.001158145276308638 0.00016949491697563368 -0.00038819657158759653 0.00020542559922729622 -0.0024807265238786847 -1.9758746202198589e-05 -0.00031696769271372203 -0.0029915765811158678 -0.0017803456371261958 0.0045712762119773783
leaf_count=4099 54984 3906 2928 18382 62774 13625 4644 5550 1230 1371 458 1082 44313 2399 3472 2556 3791 1332 10210 8113 6259 17062 26013 6248 1629 26019 22411 1319 3612 140
internal_value=0 -0.00434064 -0.00226576 0.00556647 -0.00995645 -0.0514022 0.0618937 0.0845844 0.107138 -0.0633276 0.210675 -0.0819111 -0.126031 0.0723541 0.114917 0.243557 0.303443 -0.104547 -0.000687246 0.0183029 0.00033557 0.0828078 0.0116521 -0.0427372 0.0238266 -0.0181709 -0.067967 -0.0908249 -0.0745849 -0.253182
internal_count=361931 306947 303041 269860 220116 99895 49744 43768 38218 33181 1829 31352 48412 30641 21854 7577 6347 5976 51483 120221 95046 25175 88787 8787 41273 27648 30270 27342 26023 2539
shrinkage=0.00703968


Tree=1725
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 712 1449 712 12 578 1430 651 1243 1235 232 706 736 1115 203 131 285 1016 677 1037 508 1181 705 777 21
split_gain=72.3439 59.7453 112.877 55.4442 52.9594 51.2552 40.8771 40.8409 40.0978 38.6284 37.3839 33.417 31.8308 31.4524 31.3237 30.7247 30.2674 31.3131 29.8584 33.9563 29.2478 28.8573 28.373 31.6209 28.1951 30.3975 27.7125 27.5758 29.2451 27.4794
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.63779424894106762 0.74561756370782817 -0.63779424894106762 -0.59727736220901595 -0.87905496296652397 4.2254883379486126 1.1107569744011787 0.14000445396469943 -1.24934742919911 0.92584771804271815 -0.3535015761321067 1.0000000180025095e-35 -0.62075723651993064 1.6436232400911501 -1.2826351221583661 -1.1152437199248966 1.0000000180025095e-35 1.0000000180025095e-35 -1.1327673661923112 1.0000000180025095e-35 -0.59467284272644005 1.2926767139969917 -0.14570385030964947 -0.89074317784588486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 13 9 6 26 11 -1 -5 -10 -8 -6 14 -3 -11 -4 -18 -12 22 -21 -9 23 -20 -24 -26 -2 -16 -29 -15
right_child=1 3 16 4 12 -7 7 21 10 15 18 -13 -14 29 27 -17 17 -19 19 20 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00014627645728805498 -0.00017317137123216224 -8.4807055615484267e-05 2.1695298715378538e-05 -4.6411870364087869e-05 -4.6099648672260234e-05 -0.00026776992631145251 -0.0001762558674384435 0.00046740646196100934 0.00025907633323636804 0.00010541160815926065 -6.2179885214384747e-05 0.0007989961188886028 -0.00033892311075887135 2.9297191300920003e-06 -7.4875932989013991e-06 -5.1304323185036975e-05 -2.0007136736823372e-05 -0.00012295388034891776 -7.2631556458658668e-05 -0.00049505655886859725 3.2636492381526316e-05 -3.1480043171353133e-05 -0.00027425018146736671 0.00014519182525216714 0.00033143689953827476 9.346018466603297e-05 9.6146466500793192e-05 2.5059691385137755e-05 0.00033658857264908773 -0.00011170921430584839
leaf_count=3225 2450 21458 30816 9440 4949 20329 38294 514 3439 28491 5449 97 1384 11662 59783 4378 32414 19283 3876 616 824 6141 359 4694 3698 3379 5424 2538 1509 31018
internal_value=0 -0.0418964 -0.0790067 -0.0161878 0.0410031 -0.165508 -0.129094 -0.163737 0.0687227 0.067872 0.0943029 -0.200805 -0.128552 -0.0423934 -0.0189167 0.0993608 -0.0280895 -0.0631527 0.064021 0.106346 -0.205737 0.0131415 0.133985 0.0522522 0.229976 0.260727 0.0256919 0.00325409 0.169789 -0.0952017
internal_count=361931 332372 155762 176610 48642 73249 52920 45046 29559 42309 26334 38391 6333 127968 85288 32869 82513 51697 22895 17446 1440 6655 16006 8570 7436 7077 7874 63830 4047 42680
shrinkage=0.00085349


Tree=1726
num_leaves=31
num_cat=0
split_feature=785 728 712 1080 1022 1361 578 150 619 471 625 1271 647 590 1237 570 927 11 1421 513 990 1392 829 9 1189 499 17 703 141 216
split_gain=78.2459 60.7344 40.6272 40.4975 38.703 47.0642 36.0925 31.6845 30.4725 30.447 29.5449 30.5605 29.0972 74.4954 28.961 28.9095 28.6079 30.2609 27.4901 27.1789 27.159 26.7356 30.0165 28.0331 26.6761 29.6713 28.0679 27.2751 26.6225 26.4859
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -0.45926076786608272 0.83082504555296788 2.9395468797111257 1.392426968282831 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.4298092310842805 -0.48460852809644533 1.0483613175537825 -0.42129106556329554 1.0107116206971127 1.0454229551509682 1.0000000180025095e-35 -0.57734059344941924 1.9012871557769564 0.88843023800134147 1.7359785281339166 -0.35642098641739844 -0.43958414546207042 -0.53045670368146547 1.5322441354182872 -1.0968592592769404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 8 -4 -6 10 -5 11 -2 13 -3 16 18 17 -8 -14 -18 24 23 -23 -7 -17 26 -26 -28 -16 -21
right_child=1 12 6 9 7 21 14 -9 -10 -11 -12 -13 15 -15 28 20 19 -19 -20 29 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00014523591045739967 -6.2323733309165892e-05 -8.727729989119079e-05 0.00026695479026845356 0.00011954032324363643 -4.1241828231014987e-05 -4.4946149764316501e-05 -5.5661651941203389e-05 2.0869435810891006e-05 2.6774410481792089e-05 -0.00076455827753280309 -0.00034135110177149368 -0.00019729234481670986 -2.2871679598488634e-05 0.00040354496975324714 -0.00023656670457991721 -0.00019848154306114268 0.00033848049828769599 0.00010472217121466647 -0.00025344209001192271 -0.0019077262077024908 -8.3487853991336098e-05 1.8300196956402143e-05 -0.0002380443873557199 -0.00023540453037186783 -8.9780004282641717e-05 -0.00014765790552167022 -0.00011183590584227725 0.0013533579245986918 0.00061851101694574068 -6.921710993930443e-05
leaf_count=3225 20112 4821 3439 7801 49367 15275 5707 71304 5287 135 4717 16970 30285 1384 1613 24391 2233 12816 3085 43 34573 35372 1929 4168 212 869 107 208 121 362
internal_value=0 -0.0397389 0.0753543 -0.0216683 -0.0277267 -0.0628672 0.101068 -0.00317379 -0.129398 0.12129 -0.157605 -0.135637 -0.0935476 0.0591925 0.0712996 -0.105679 0.0924622 0.0642681 -0.0473102 0.305112 -0.139726 -0.0245266 0.00774318 -0.0953077 -0.207175 0.146927 0.613429 1.09567 -0.194339 -0.276241
internal_count=361931 332372 29559 232437 224501 103830 26334 120671 47086 7936 41799 37082 99935 6205 22895 93730 21161 18523 33370 2638 60360 56744 37301 19443 25787 1396 527 315 1734 405
shrinkage=0.00087056


Tree=1727
num_leaves=31
num_cat=0
split_feature=545 1442 785 705 1445 921 401 713 769 1461 958 391 43 1097 728 613 513 694 1053 416 1118 485 791 902 21 1400 59 1457 1396 830
split_gain=73.2065 67.766 61.7714 40.3621 40.0859 39.5637 41.4629 39.3908 38.316 35.3676 34.719 54.5456 34.9185 33.7662 32.8893 42.7026 50.2203 33.9397 32.8186 31.8654 31.4138 30.0498 29.8486 30.0089 29.7187 29.2827 29.2065 30.2304 29.0988 27.7809
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 0.86867179873090239 1.6380901172106308 0.62154522891879982 0.66778437295061321 1.0000000180025095e-35 2.1003186601285262 1.4098417307792441 1.313041538630376 1.475049428936581 1.0000000180025095e-35 -1.2571877020351898 -0.49008176997875957 1.0000000180025095e-35 1.0454229551509682 0.77366284824854448 3.8289298140366834 3.2292583109233575 1.073120915043017 0.4697464522978691 1.0000000180025095e-35 3.2986939041005705 -2.9709283393608152 1.0000000180025095e-35 2.8274668207868303 0.68635126017805159 0.66386066127205579 0.16718547789493751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 4 7 10 9 6 19 -3 -7 28 12 18 26 -9 17 16 -16 20 21 22 -1 -12 -5 29 -19 -26 27 -4 -2 -24
right_child=1 2 3 5 -6 8 -8 13 -10 -11 11 -13 -14 -15 15 -17 -18 24 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00019170713197101192 -4.7316746141962003e-05 -0.0001712643828568033 -3.8907668654613583e-05 -7.8209713310471775e-05 -0.0001983622573380679 0.00011968024548259847 0.00010430346647481134 -0.00022270509587609449 0.00078120175907751182 0.00017270950019053494 1.2940539829984596e-05 -0.00039086316090628236 -0.00011246918969538322 0.00012663370889705861 -0.00010819898021396347 -0.00019724510604688175 9.2288520102536066e-05 0.0010218030820223177 0.00098668114784533937 0.00083644606758722739 -0.00026478394543573788 0.00020185505208394067 -3.6204275214654961e-05 0.0011334678993181314 3.2729210731160043e-07 -0.00017081864659798904 -0.00037138902925820845 4.7824201400625596e-05 -0.00024266981768049139 0.00018989351456529424
leaf_count=3974 20717 2038 94315 20650 14673 8541 9499 995 295 2379 9666 1168 26775 20526 40543 24041 5568 81 154 144 698 4577 5937 82 10685 8469 1143 16491 4189 2918
internal_value=0 -0.0184851 -0.0047411 -0.0174664 -0.10895 0.0356025 0.00607452 0.0978537 0.160925 -0.0602201 -0.0355348 0.0630066 -0.0467548 0.123805 -0.0980043 -0.128061 -0.0847102 -0.023565 0.0967769 -0.0369453 0.141592 0.0860215 -0.0421602 0.0625384 -0.0721675 -0.0796066 -0.0312537 -0.0280573 -0.0877616 0.0494784
internal_count=361931 267872 225914 202355 41958 48066 39230 23559 8836 27285 154289 15565 138724 21521 94059 70152 46111 23907 14397 29731 4672 14243 29587 8937 19235 19154 111949 110806 24906 8855
shrinkage=0.000887971


Tree=1728
num_leaves=31
num_cat=0
split_feature=785 470 395 203 1096 526 498 497 1049 705 712 1085 579 56 706 509 794 1221 566 719 585 736 840 419 1449 1181 1313 981 974 1173
split_gain=69.5738 55.1641 62.5669 49.1651 39.9005 38.9675 35.9281 37.0196 37.3362 46.0425 33.5738 35.7502 32.4718 32.2666 32.2464 34.6005 30.961 30.5967 32.2997 32.8352 30.4549 30.205 29.5493 28.2277 28.0357 26.8443 29.4578 26.8322 30.77 28.0144
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 1.0000000180025095e-35 2.3757057381457001 1.9004659221911799 2.0895063784560848 1.6247608304535173 0.70592243731563598 -0.63779424894106762 3.5775253332674297 0.38369638209385348 1.0000000180025095e-35 -0.33622886331437435 1.0000000180025095e-35 2.2041218380651819 1.9111042213368361 1.9839842507384622 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2007510576511109 -0.0051663587637237199 0.74561756370782817 -0.59467284272644005 2.1904770918004068 1.5263264527814182 -0.47814311517351077 2.437247391288011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 20 6 7 12 9 -9 25 13 17 16 15 -4 24 18 23 -20 -1 -16 -15 27 -12 -2 -27 29 -29 -3
right_child=1 5 14 -5 -6 -7 -8 8 -10 -11 11 -13 -14 22 21 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00018629624631928901 -0.00017903045687420901 -0.00010284284078460279 5.7225921643368023e-05 -0.00026726597317793286 -5.6390391674551882e-05 -0.00020604843930196274 0.00012075147484625137 2.3592631737703098e-05 -0.00017036120624740449 0.00027018706474292599 -0.00023074366799491478 0.0010334271248686336 2.0897759489691874e-05 -6.3840299516248661e-05 -3.429672952756745e-05 -9.1197822511478009e-05 0.00012327285174961719 -0.00020261661659053845 0.00014921579420209115 -6.509912011003373e-05 3.7634367542244028e-05 -0.00014440937615086349 0.00036621926606278615 -1.0351724033575502e-05 -3.0227427016644054e-05 7.8478986799414415e-05 0.0008666555487464371 -0.00024743969390552637 0.00019300618447881128 0.00019168363932665222
leaf_count=9701 2417 50383 21310 20163 8295 6125 7148 7274 1813 4312 27610 82 39276 10051 32106 10073 1981 5590 5927 5157 11563 19272 688 38627 4807 5143 186 908 2462 1481
internal_value=0 -0.0418466 -0.0776046 -0.142266 0.0667692 -0.0171722 -0.0120555 -0.0190274 0.0836707 0.127397 -0.106822 -0.137881 -0.0295011 -0.142441 -0.0397009 0.0148784 -0.189377 -0.0494489 -0.0414745 0.065109 0.114713 -0.0764116 -0.031849 -0.0555211 -0.211354 0.0353822 0.121345 -0.0889363 0.0945581 -0.102392
internal_count=361931 332372 155889 73128 29559 176483 170358 163210 13399 11586 52965 45219 149811 45137 82761 31383 34398 110535 104945 11084 21264 51378 10739 93861 32417 7746 5329 55234 3370 51864
shrinkage=0.000923845


Tree=1729
num_leaves=31
num_cat=0
split_feature=785 728 727 871 203 852 487 1256 1469 971 388 647 590 1375 1362 624 1427 1046 563 982 708 21 21 427 217 348 221 1432 340 1099
split_gain=97.2489 65.6042 48.9908 43.6666 38.1452 40.1443 36.9214 34.2514 32.3199 31.979 31.0015 32.3779 73.646 30.5253 32.6975 30.3025 29.6815 30.9936 29.3496 28.9863 33.5196 28.3383 27.344 28.4051 26.9102 26.5149 26.2175 27.715 26.2173 26.6444
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3520813746060025 1.0747610123934368 1.6304501485392697 -0.6406676208460812 -1.0588145806293296 -0.8891902375834092 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.27377523386692942 1.0087403405179345 0.14888729770446407 2.2971197365863145 -1.0700892233939583 1.5259646835875491 3.0854258727671673 -0.55689657685208205 4.5933813388752975 -0.13431221002227373 -1.513344573097203 -0.71444552582494147 -1.2239035338659037 1.403171761054306 2.2009418148844504 1.3931997016493665 3.1210475520479206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 8 13 -7 18 -4 11 12 -3 14 -5 -9 21 -18 22 25 -21 24 23 -2 -10 -12 -15 -28 29 -11
right_child=1 10 9 6 -6 7 -8 15 16 28 19 -13 -14 26 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.5806414638980971e-05 -0.00030181354713838273 -7.274824951227563e-05 -0.0001097852357808805 4.7706858515133498e-06 -7.8379870181653083e-05 -6.1789748838531698e-05 -0.00030680017934576218 2.2434846322359076e-05 1.205381189908836e-05 0.00018637967730274449 -0.00041665445893460405 -8.5055525081355503e-05 0.00043763365083448287 -0.00016713034332719822 -0.0002005995996065411 0.00017767241510164623 0.00081753872663743884 8.9260808845686795e-05 0.0002930105848135844 0.0010775140879794403 -0.00060461129128447746 0.00085703698619227263 -3.91592319920774e-05 0.00011647326814029092 -5.3188963095703875e-05 -0.000154101872646545 5.141895888849017e-05 0.0013940032268516408 -0.0001311394126857584 -0.00063864527223189997
leaf_count=12551 617 3918 1561 20934 33532 5142 3878 7074 29184 14376 3341 74532 1190 15240 4824 8392 220 3588 1327 146 103 88 9074 9169 78721 16705 1383 50 937 134
internal_value=0 -0.0489864 0.0789349 -0.0302441 -0.0166698 -0.00374183 -0.0986176 0.0806037 -0.0179518 0.155531 -0.104642 -0.0856391 0.0870613 -0.0804554 -0.0297034 0.12696 -0.0330572 0.148954 0.0566906 -0.207609 0.638125 -0.0398975 0.0354661 0.110297 -0.0410788 -0.221493 -0.163005 0.125008 0.186155 0.209413
internal_count=361931 332372 29559 232437 186128 152596 46309 20608 131988 17008 99935 79640 5108 42431 25758 15466 111801 3808 20187 20295 249 107993 18860 9786 107905 20046 16673 1433 15447 14510
shrinkage=0.00085349


Tree=1730
num_leaves=31
num_cat=0
split_feature=253 1442 478 1463 890 706 44 966 705 905 623 557 793 33 932 1461 623 498 1376 1116 414 701 1026 1400 21 1367 69 48 21 345
split_gain=32.325 30.8272 28.2373 31.1447 30.7903 34.6643 29.5614 35.312 32.4441 29.4199 28.571 28.7424 27.3335 27.1576 26.8517 25.3819 25.3392 28.1105 25.5607 36.3846 25.9747 30.9534 25.1254 25.1131 25.4615 24.5475 26.9246 24.5027 24.2893 23.7529
threshold=1.0000000180025095e-35 -1.2625182715263061 2.664053297859589 5.6853485453425652 -1.0182342416987082 2.1164963568036277 1.0000000180025095e-35 0.34792865795694222 0.63739639040394469 -1.3040727725653463 1.2564301190355216 3.1698499116728711 -0.93709527067116338 2.1497888835901704 1.0000000180025095e-35 2.5032120688259147 2.5564688642640712 2.3761431599641116 0.18805867694879752 -1.0477340759045499 -0.42428662174737058 -0.062442531998527485 3.5518654399167393 -0.89968591284725463 -0.70163543588998201 1.0000000180025095e-35 1.5338263449312268 1.0000000180025095e-35 2.3240884354044633 -1.0391803197030696
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 15 3 4 23 6 8 10 28 -7 11 22 -11 -12 -9 27 18 -18 19 -1 -21 -22 -8 -3 -25 26 -20 -2 -6 -13
right_child=1 2 -4 -5 5 9 7 14 -10 12 13 29 -14 -15 -16 -17 17 -19 25 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00064119635013033663 -0.00043614994145565924 0.0004704972160378752 -0.00099934759968196862 0.003827938189117361 -0.00051907553238007592 0.0045230840617788946 0.00027319391967919616 -0.00093540505105956472 0.00019082501752810483 0.0082666856809470272 0.0016486871409691422 -0.0043145978627262514 0.00044993806911339804 -0.0039767353570021244 0.00020411145716789955 0.0010991939199104749 0.00064070729190078275 0.0047021362472765395 -0.00059272737836473389 -0.00011770517395350454 -1.6902338847926204e-05 0.00036556843618404714 -0.0041877494538478978 -0.0001561681397632934 -0.001158778406883095 -1.6950533927642979e-05 0.00066718798541432313 -0.0012599703179908312 -0.0032450724188956993 0.0054569680550433895
leaf_count=9855 23351 3406 6708 222 19409 309 20761 5262 10813 64 2739 45 1170 110 5153 1202 3967 188 29693 45731 45224 56750 238 7981 10758 37446 2951 9813 424 188
internal_value=0 -0.0454739 -0.0257754 -0.0162462 -0.0187132 0.00273273 -0.00534922 0.0389986 -0.0577528 0.331841 0.0862818 0.0566269 0.165977 0.287121 -0.0693992 -0.117142 0.00124744 0.168953 -0.00203639 0.0124404 0.0203315 0.0393745 0.0474286 -0.107432 -0.147088 -0.0411618 -0.0944581 -0.133198 -0.115893 0.804194
internal_count=361931 130126 95760 89052 88830 66685 65142 34496 30646 1543 24081 21232 1234 2849 10415 34366 231805 4155 227650 157560 147705 101974 20999 22145 18739 70090 32644 33164 19833 233
shrinkage=0.00502748


Tree=1731
num_leaves=31
num_cat=0
split_feature=785 519 651 578 1115 958 623 815 1154 872 791 809 1459 708 706 982 1251 1191 516 1467 666 657 980 388 1470 123 747 834 565 497
split_gain=31.2503 31.5024 29.0156 28.3784 30.4202 28.3683 28.2698 28.3719 45.1801 36.208 35.6501 36.7008 34.0834 31.7649 29.1945 32.4394 29.0164 28.3528 27.5715 27.4813 27.2497 25.4458 34.9359 25.2472 24.8235 24.6053 28.412 26.0181 26.1342 24.5078
threshold=-0.86283290253235112 -0.830672104868595 -0.9964111233105486 -0.87905496296652397 -0.62075723651993064 1.0000000180025095e-35 2.4730844549491207 1.0000000180025095e-35 1.0000000180025095e-35 0.85297537480346686 1.0000000180025095e-35 1.6518864604429058 0.49900387419946662 -0.26108695570108847 -0.025320032595191073 3.0854258727671673 0.43560593644893381 0.29019008639063198 0.6082395262932252 4.1209713034531967 0.45873907618427312 -0.29429909822911982 0.072265684062638114 1.0000000180025095e-35 -1.2954595170378473 1.0000000180025095e-35 5.463800022901057 0.38978378614131903 1.1604233505739945 -0.62821661915303018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 18 7 8 9 14 11 16 -12 -14 17 -16 21 25 -6 -18 -11 23 -23 -9 -4 26 27 28 -3 -27
right_child=1 6 24 4 5 -7 -8 10 -10 20 12 -13 13 -15 15 -17 19 -19 -20 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0014739783868182748 -0.0016952009324899292 -0.0006231160066106228 0.0013458481811098294 -0.00065719038688161636 0.0010583544939535027 -0.00042181890168988982 0.00085921538164432116 0.00056234917585292735 -4.3527826416730762e-05 -0.00050674005895628006 0.00015717089356414543 -0.0010386732100496308 0.0018291830255193827 0.00020943883580187061 -0.0014461271685827992 0.0047456480801893646 -0.00051217397402227439 -0.0016672765831740816 -0.00042351934354054711 0.0050654354074156343 0.0010281596298971842 0.00025706386838089706 -0.00056596579167375138 -0.00046605741889740079 -0.00045671515866652329 -0.0011553058532359627 0.0066950892891685324 -0.0020368788914615957 0.0020711234765237083 0.0012616346253869308
leaf_count=3725 5999 7733 1630 6273 11335 5327 6191 25572 67128 7634 35367 7361 4800 4051 24320 212 24618 5557 2899 144 3857 20212 18370 6869 44396 1685 78 3299 1053 4236
internal_value=0 -0.0200429 -0.0782387 0.05339 0.0284457 0.0696628 -0.0112277 -0.0148589 -0.0431054 -0.10206 0.00444436 -0.0177366 0.0564404 0.172433 -0.140193 -0.214796 -0.00606848 -0.0758473 0.118547 -0.0737521 0.0159377 0.0153075 -0.0215616 0.0605885 -0.0590952 -0.0290748 -0.100276 -0.114835 -0.0389375 0.10342
internal_count=361931 332372 52025 29559 25834 19561 280347 274156 126792 59664 147364 103146 44218 8851 48173 24532 95785 23641 14234 24762 11491 71023 38582 32441 46026 18084 12163 12085 8786 5921
shrinkage=0.00637606


Tree=1732
num_leaves=31
num_cat=0
split_feature=785 728 1445 852 727 1037 700 651 487 896 928 971 944 723 513 906 713 746 563 954 595 909 1240 488 914 703 1189 432 485 623
split_gain=74.3704 55.6223 41.6675 48.0601 41.3466 37.2275 34.6547 32.2356 32.1057 33.2526 47.4461 31.7918 31.7595 31.1287 40.7312 29.9146 29.2891 36.957 36.2196 29.185 29.4787 28.8038 28.6897 28.4763 28.266 28.1283 28.2841 27.601 31.4194 27.314
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 1.0000000180025095e-35 -0.34850700291345432 -0.3146443644456704 0.58396494997324677 1.2575391871604671 -0.28794826445342053 -0.52992354128753727 -0.8891902375834092 0.53713281317862982 -1.0570063487222232 1.0454229551509682 0.38440754990271525 1.0000000180025095e-35 0.66766320980544069 2.4254940133364093 0.98873640907070304 1.0000000180025095e-35 0.95160502682490733 3.4352390592856969 -0.57364115386637049 -0.084776199891167622 -1.341024582220359 -1.9586025894782442 -0.47875647288004081 2.0616348425042577 2.7459788854344134
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 -1 -5 7 -7 9 10 -2 -6 16 24 15 -15 18 21 25 20 -3 -18 -16 -8 -12 26 -11 -4 -29 -27
right_child=1 19 27 5 11 6 23 -9 -10 12 13 -13 -14 14 22 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-1.7849532875524317e-05 7.8893752593915496e-05 -7.9534488105424271e-05 -1.1157820288706619e-05 -4.6453117851133065e-05 -0.00013184642526776151 0.00012975092554938134 -0.00018243711168321023 0.00039497904383044009 -0.00011589456183659058 0.0011195047980730628 -4.9950239238648539e-05 0.00015856774483685252 3.2207461344293407e-05 -3.6899313448029739e-05 0.00011670685664946509 -0.00016338166240089516 -0.0001067323853153649 -3.471666677758578e-06 0.00059998599243880847 5.468717216370369e-05 -0.0001939619035808131 -0.00027649161351467458 -0.00046207980939553384 8.3897680328220856e-05 0.00015472709482717463 1.8045064923068529e-05 -0.00020132846810389416 -0.00017910430797446651 0.00026853158536316481 0.0006743627302243548
leaf_count=12551 25965 74427 10883 8423 1561 6821 2103 2085 17763 70 4605 15447 16178 22523 5857 12428 29901 11334 353 5961 19547 5249 301 6691 6447 12451 3772 19206 801 227
internal_value=0 -0.0418213 -0.0245462 -0.0145633 0.0703301 0.0690012 0.121758 0.211479 -0.0282204 -0.0190976 0.0119752 0.140956 -0.0514369 -0.0263161 -0.053934 -0.0853653 -0.0741326 -0.103464 0.00364474 -0.0933031 -0.105482 -0.143222 0.0946529 0.0275871 0.0753029 -0.0123073 -0.189509 -0.113677 -0.171273 0.0339567
internal_count=361931 332372 232437 201547 29559 26123 17700 8906 175424 157661 78126 17008 79535 52161 41109 34951 63357 46484 16873 99935 93974 35150 6158 8794 11052 16520 3842 30890 20007 12678
shrinkage=0.000923845


Tree=1733
num_leaves=31
num_cat=0
split_feature=785 181 728 1148 932 706 497 382 848 967 1187 578 422 89 21 1373 828 521 662 1361 263 579 1459 1217 567 272 1122 1104 1458 87
split_gain=80.228 57.1393 46.1192 45.8171 53.7588 42.9758 46.9461 44.3495 39.0114 38.6344 33.9396 33.7621 33.2598 35.5628 34.2469 32.3956 32.2108 31.1961 30.1148 33.8546 29.5259 29.0811 28.9172 29.4104 28.7678 28.3711 28.3239 33.5925 28.7299 27.8018
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.9644670326249816 1.0405860362224371 -0.20668351718138131 1.5729800777409018 1.0000000180025095e-35 1.0000000180025095e-35 1.9880014365130207 1.2584150122141946 -0.87905496296652397 -1.2415873250643052 -0.83154460667102204 -0.70163543588998201 1.0000000180025095e-35 -1.0536780337889886 0.61544172599432045 -0.58271687606615485 0.55035703183932794 1.6445160113075163 1.0000000180025095e-35 0.53912233727729608 1.9780750160580907 1.2278389945300623 1.6568181847307961 -0.47626563943519201 -0.37023190365733755 7.4645545680660215 0.56076668980743449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 9 8 -8 18 12 15 -4 13 -2 26 -10 -13 25 19 24 22 -16 29 -24 -7 -18 -14 -28 -29 -3
right_child=1 20 11 4 -6 6 7 -9 10 -11 -12 16 14 -15 21 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00014433067944035887 9.0332516672422811e-05 -0.00010115036574283967 0.00024623978066862429 2.9530322742712533e-05 0.0003504430341319248 -6.342570782074731e-05 0.0001646413629388215 -5.7375960053474272e-05 -0.00020228616351408306 -0.00017151061965338792 3.8293859654448281e-05 -0.00017406509822998485 0.00014304921928777058 -0.00018285119067262075 -3.474110977812663e-05 -8.7083051619142953e-05 0.00012607882099603023 -7.6996645183787912e-05 -6.0162303012733582e-05 0.00016314108052547252 7.8852860877160448e-05 3.9454265288527039e-05 5.0384286082157015e-06 -0.00048252763884583377 0.000165872437625281 -0.00012501154679767548 -9.7547850409448013e-05 9.6885393306064032e-05 -0.0015697462145230826 -0.00022580701165038033
leaf_count=3396 2416 43381 3407 10762 1780 10451 5340 5301 18365 5006 4684 1657 9964 7541 46184 23305 16276 3311 67247 3724 3060 24720 11648 460 1994 1512 5644 8095 29 11271
internal_value=0 -0.0447248 0.0716469 -0.0309197 0.092651 -0.0380669 -0.0656044 0.0670405 -0.0790664 -0.00624351 -0.137072 0.100121 0.00212931 -0.134577 0.0132651 -0.16074 0.0713554 0.0935016 -0.0508887 0.0326184 -0.110704 -0.00969382 -0.123857 -0.0186749 -0.0272125 0.128496 0.0871015 0.0193734 0.109411 -0.150796
internal_count=361931 332372 29559 262552 12542 250010 140411 10641 129770 109599 46354 26163 104593 9957 94636 41670 22756 21099 83416 16169 69820 70904 66760 12108 12445 17788 23732 13768 8124 54652
shrinkage=0.000820348


Tree=1734
num_leaves=31
num_cat=0
split_feature=50 56 1470 582 182 123 475 1457 1450 540 896 1188 1119 835 729 928 858 902 1453 268 968 513 991 217 913 835 155 885 755 43
split_gain=31.9789 57.694 26.4527 26.6917 27.5649 41.6139 36.0724 33.2929 30.9575 28.2326 27.4782 36.6097 26.932 25.9418 25.8955 25.907 32.631 35.3266 31.4432 28.3354 39.2194 30.7774 27.2765 25.8836 36.1647 32.0708 25.13 25.0741 24.8609 28.2632
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.0844420916666788 0.80071687052116158 1.0000000180025095e-35 1.3178422683400421 -0.29458095333199857 -0.19357895333263911 1.6305215107933637 0.13351389361957308 0.77421534435549644 2.3215534417818238 2.0074963260560188 0.75637635299260908 -0.52992354128753727 1.0825608069246189 2.1632409731494207 1.3493607039916962 1.0000000180025095e-35 1.065759761912598 1.0454229551509682 -0.92814047533286648 2.6854763446249597 -0.8185134630708476 -0.46754754383433256 1.4304693080615711 5.4658443334279108 0.27356497111670858 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 13 9 8 -7 12 11 -5 -6 27 15 16 19 -18 23 20 21 -2 -23 -17 25 -25 -27 -4 29 -3
right_child=14 28 3 10 6 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 18 17 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00041157121116053633 0.00035850941963070981 0.00026881454311758289 -0.001669902168974505 0.00019635685181566443 -0.00043262739634339467 -0.0021457670042226932 0.0024763072040700574 0.00023159202365015635 -6.2046335925418399e-07 -0.0035378680369237544 -0.0011723048034691993 0.0041652680970173444 0.0059829601631883169 -0.0050418293717393913 -0.00025600254043540917 -0.00012954054353575594 -0.0011349410027134135 0.0025887825623030622 0.00087436095833366375 8.897517338269673e-05 0.0023058930745709881 0.0043863879067626383 0.0012215199372287199 -1.9586346504632047e-05 0.00047875027875426106 0.0082514004210366525 0.026495200330021534 0.0054667607513553063 -0.00046280583694782837 -0.00063456429547140191
leaf_count=4567 15867 49686 29395 2648 10501 6693 1385 9270 3713 887 2420 744 192 1583 62033 82084 4502 596 7660 16196 3694 698 2839 123 886 184 20 94 29187 11584
internal_value=0 -0.0392909 -0.100336 -0.117103 -0.136655 -0.169979 -0.0327561 -0.0793902 -0.187045 -0.0812779 0.0348107 0.167997 -0.0422415 -0.246184 0.00488144 0.0205462 0.0625692 -0.0951893 -0.000677939 0.0837895 0.130142 0.0919551 0.264039 -0.013724 0.302954 0.908147 1.40312 -0.229326 -0.00520671 0.0178736
internal_count=361931 164549 74092 69525 63713 50748 12965 19676 10406 11580 5812 3392 10693 31072 197382 135349 44392 5098 90957 39294 23098 19404 3537 83297 1213 327 204 29489 90457 61270
shrinkage=0.00703968


Tree=1735
num_leaves=31
num_cat=0
split_feature=1431 432 986 1037 1107 1167 1322 1455 651 996 388 1459 1452 1113 914 1389 1389 1090 560 819 937 1469 1307 635 982 700 1176 870 821 276
split_gain=30.6539 30.2918 30.8452 29.6774 26.5013 25.9026 37.2353 32.6875 34.8468 43.5348 31.2058 29.948 28.632 28.0827 29.6542 27.2688 32.4657 26.3893 26.1194 27.2961 27.1543 30.2865 29.5441 31.8332 27.7569 27.5341 31.2076 25.3876 27.5222 25.3555
threshold=1.0000000180025095e-35 0.71809987930811581 0.28327201039497474 0.26985212967179845 -1.2615524983928077 -0.37779302995283986 1.2244049851866226 2.7107395734957884 1.1107569744011787 1.0565563832172893 1.0000000180025095e-35 0.12590931224363375 0.35442217057080599 0.52480168423610773 -1.5527097794568856 -0.76525058819862901 -1.3960912987134144 3.3676253767430286 1.4889352106746172 3.5547049458807911 1.0000000180025095e-35 -1.3460032622719822 1.6294210021612947 1.7670487384108637 2.3308038806044604 1.0928229221830044 2.930755984701789 1.4311114217578251 -1.3373200915743719 0.35124975532220237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 10 7 8 18 -10 13 12 -12 14 -1 16 -9 27 19 20 21 -7 -23 29 25 26 -22 28 -16 -24
right_child=1 3 -4 4 -6 6 -8 15 9 -11 11 -13 -14 -15 17 -17 -18 -19 -20 -21 24 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017024767821749152 -2.1832209325453222e-05 -0.0010998062386830848 -0.0005231957930868043 -0.0026581113017102448 0.00015380162885143359 -0.0023023017021734883 -0.00062849098427013306 -0.0037953038287692766 -9.9635523401078789e-05 -0.002471232511164578 -0.00051332937482647951 0.0001636947351805868 -0.0017705689089988427 -0.000428892578744275 -0.00071892266651473965 0.00086285564436539518 0.0049490655801915293 -0.0022755976579933498 -0.00044669172175808086 -0.0027963914282287811 -0.00036405060601659328 0.00081897257696439982 -0.0012787355145576671 0.013759738579151621 0.0029636831223517068 0.0011066598624911213 0.0045461630881386854 -0.00056039661426615553 0.00018948365929829887 0.0011985086310925834
leaf_count=1683 84271 15945 30939 817 7586 452 7690 67 7328 1397 14134 8028 5103 20346 6876 1186 455 861 5382 726 13834 30570 3114 36 473 3111 165 9057 79064 1235
internal_value=0 -0.0413468 -0.0263125 -0.125636 -0.0125036 0.00316506 0.0365288 0.0528829 0.0443424 -0.0842275 -0.0145364 -0.0914241 -0.146988 -0.00037296 0.0147196 0.332113 0.711554 0.00969887 0.064721 0.0803907 0.0849 0.119267 0.127249 -0.0807144 0.00805855 -0.00855222 -0.0515422 0.012861 0.0241621 -0.100697
internal_count=361931 139558 115210 24348 8403 222373 77221 69531 67823 8725 145152 27265 19237 117887 97541 1708 522 95858 59098 53716 52990 35407 34955 4385 17583 17110 13999 94997 85940 4349
shrinkage=0.00555074


Tree=1736
num_leaves=31
num_cat=0
split_feature=785 561 634 1458 770 1030 767 852 1449 1449 1454 1452 1459 1449 1459 1449 1462 1455 207 207 281 909 712 578 84 1456 820 1394 766 125
split_gain=30.2287 30.5606 27.9248 28.5258 30.4903 29.3572 29.1808 28.8523 28.5432 44.6347 40.9379 37.307 33.553 33.2609 31.6711 30.5492 30.2374 29.3831 34.2362 29.1739 27.958 27.9409 27.4628 29.237 27.2072 26.9298 29.1277 27.3903 27.001 26.6618
threshold=-0.86283290253235112 0.3443152153175571 -1.2831242974873747 0.20667703603638712 0.91337516310154843 2.7042904249467168 0.70997396184090433 1.0747610123934368 -0.66544449105861625 -0.32183734465273589 0.67485211051868899 1.6018939448921981 1.0600172940573851 -0.30724857489969548 1.5920741037925519 -0.33071816874506621 -0.029674230372801095 0.14145834482007744 -1.4873324742532266 2.4308340803957571 3.4123036657434356 0.50825534413545037 -0.63779424894106762 -0.87905496296652397 0.15634402377045239 0.37396721338577926 1.0000000180025095e-35 -1.5771477034765626 1.0728755534518195 1.5320262332576917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 20 5 6 7 8 -4 -5 10 12 -12 15 -11 19 16 17 18 -10 25 -2 -9 -1 -24 -7 -15 27 -27 -28 -3
right_child=1 29 3 4 -6 24 -8 21 9 13 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0008007880808600079 -0.0005653211990270568 -0.00036304853469328573 -0.00011613684685558914 -9.8031771535566592e-05 -0.00037820316378356817 -0.00032447274070040142 -0.00017432095467405392 0.00064485393921087013 0.0074900939520876021 -0.0042667611972386074 -0.0031335313945210878 0.006724159656772674 0.0056903337939316597 0.00044732699163954929 -0.00045181083997087543 0.0088747747613505748 0.0028840135189934168 0.0027911947115948675 -0.00088326698440414496 0.0033385698854134088 0.0033997377825734009 -0.00038835682248047047 0.0014305280986724681 0.00026117751496573571 -0.0020265548170847569 0.0097787133845542266 0.003546382014126789 0.00027837947614157716 -6.1470631409937836e-05 0.00044512093794368579
leaf_count=3225 21729 94611 123758 8430 9746 6131 10718 14397 84 228 437 48 300 16268 3561 71 1499 634 1407 581 277 4795 3439 22895 3305 50 1236 1708 433 5930
internal_value=0 -0.0187412 -0.00504117 0.00213667 0.0431296 -0.0147662 0.0656531 -0.00806345 0.0954764 0.128252 0.333071 -0.306999 0.403925 0.0916511 0.0991701 0.33959 0.30756 0.118934 -0.0722989 0.133878 -0.0923622 0.0698077 0.0535126 0.0749173 -0.165023 0.119419 0.296593 0.096095 0.501507 -0.0551097
internal_count=361931 332372 231831 209825 57439 152386 47693 142950 36975 28545 4480 485 3995 24065 23837 3695 3624 2125 1491 20276 22006 19192 29559 26334 9436 19695 3427 1758 1669 100541
shrinkage=0.0054419


Tree=1737
num_leaves=31
num_cat=0
split_feature=21 484 62 1469 503 339 257 1039 705 639 1437 954 1449 1454 1463 1467 1449 678 21 1469 1464 1454 1453 1463 21 1449 1454 1453 1463 21
split_gain=30.1874 31.7017 29.8712 36.7963 34.6388 32.4156 29.5768 28.4496 27.2102 29.1717 27.2594 28.3587 27.6842 38.8817 61.6152 44.618 62.1688 35.2472 35.0937 35.5536 41.0604 31.9336 42.5051 42.6077 54.4397 38.6862 40.2665 34.8448 53.4613 40.3044
threshold=-3.2545899522946695 0.40243943359777712 -0.67845511463764618 -1.1138918620402491 0.4990375260970486 0.51440846954690223 1.0000000180025095e-35 1.2000562641367356 1.3483541271127406 2.4991868594200803 3.5253024523165304 6.099786963134739 0.60588132381810589 -0.91909735138557946 -0.37812388882570003 -0.22023664855122008 0.015200077927196893 0.34708990927187483 2.3240884354044633 -0.34280992228737395 1.9500656699900734 -0.2363894608792538 1.4646939803042962 0.017504712771633606 1.5676574675808517 0.51202977461113408 -0.71584950188157126 0.090414289886247015 0.14997226284293133 -0.13431221002227373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6 -3 10 -10 12 -12 13 14 15 16 -4 -14 21 20 -20 22 23 24 25 -15 -27 -25 -29 -30
right_child=1 7 8 4 6 -7 -8 -9 9 -11 11 -13 17 18 -16 -17 -18 -19 19 -21 -22 -23 -24 27 -26 26 -28 28 29 -31
leaf_value=0.0026018339870372597 -0.00050278932200270468 -0.00023162088006059415 0.0049706797077176037 -0.00021933350038733814 -0.0019774754828932248 0.0010033982900636781 -0.00054141340918525439 -0.0010891534601557254 0.00074084790028399264 -0.0029427036681623593 -0.0022073026653443182 0.0031056176874675458 6.9658927090868568e-05 -0.00034530856159640643 -0.00059370121770675895 0.00053147834101450152 -0.002862323762832348 0.00099173936180371389 0.00074658188913471677 -0.0023221400003045666 -0.005266598679875713 0.00019028697375726323 0.0020386536293155824 0.00053867673709323387 -0.0026175617633946648 -0.006340429355173453 -0.0011884634059795781 0.0017250834144845011 -1.7568176850666559e-05 -0.0025096152053916193
leaf_count=716 4148 76527 1290 55208 7092 7016 8855 11942 13809 596 1574 148 20682 43919 2372 1371 234 10877 1676 2492 239 61408 1415 15903 2479 441 981 1306 2399 2816
internal_value=0 -0.0123577 -0.000863153 -0.0401774 -0.0628028 0.074834 -0.171322 -0.053198 0.0135548 0.104443 0.00579041 -0.262056 0.00865538 -0.00497763 0.185728 0.397329 0.641132 0.0664315 -0.0121473 -0.201861 0.0114144 -0.00539775 -0.0385037 -0.0467614 -0.0861352 -0.0685576 -0.435292 0.0330037 -0.108573 -0.217984
internal_count=361931 361215 272746 82319 71155 11164 15947 88469 190427 14405 176022 1722 174300 142741 5267 2895 1524 31559 137474 4407 1915 133067 71659 70244 47820 45341 1422 22424 6521 5215
shrinkage=0.00612847


Tree=1738
num_leaves=31
num_cat=0
split_feature=1371 659 450 821 705 997 692 718 669 1234 493 755 650 769 905 728 239 1078 733 285 21 1449 346 1451 1452 1460 1459 1450 1465 1450
split_gain=29.932 29.2662 42.8653 30.6991 33.265 32.293 28.4875 27.0903 38.0763 33.0731 32.368 35.2905 28.5547 26.4181 26.3315 26.416 26.055 25.8922 25.7854 27.0562 34.1509 33.6909 40.1159 34.5778 42.6222 36.0895 33.5135 43.7202 40.6548 36.5748
threshold=1.0000000180025095e-35 0.62821384419828064 2.2203088264540187 -0.72370887929751782 1.1384931084456864 1.2208093854130835 2.4305495817850997 1.0000000180025095e-35 1.0000000180025095e-35 1.3209563504582784 -1.4722421044512528 0.89810127471441203 1.6923072129381651 2.5153512312636845 -0.26991093008970174 1.0000000180025095e-35 2.6808381144923019 1.0000000180025095e-35 2.3938204998800492 0.4891495180483188 -0.13431221002227373 1.1079199123424177 0.093200845473542002 3.037396938559827 -0.060987887696048425 1.3228809068545828 -0.34268225306316674 -0.72652745290513976 -0.099720559038131346 -0.67498855617904396
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 18 -6 7 8 9 17 -9 12 -12 -7 -4 -16 -13 -1 19 20 -5 23 -23 24 -22 -25 28 -28 -26 -29
right_child=-2 2 14 4 5 13 -8 10 -10 -11 11 16 -14 -15 15 -17 -18 -19 -20 -21 21 22 -24 25 26 -27 27 29 -30 -31
leaf_value=0.00010182773859757596 -0.00049147287354540025 -0.00051442985213556399 0.0029896596485880483 0.00052357054967141407 0.00046235059761120433 0.0018460101893217303 0.0021890176142533653 0.0034856873859365495 -0.0012261018482437125 -0.0021798589456466051 0.0004320119318525464 -0.00075816321630688892 0.0029939575538086832 0.0090611729904693118 -0.00081477263122340228 0.0031822170420645873 0.0042491386185636408 -0.0010485159839049595 -0.00117122773925931 -0.00028324257373959398 -0.00039436361041900354 0.0016229856017405874 -0.001282459760689062 -0.0041863846251290289 -0.0011566463444557641 0.0028602511350508345 -0.00068269648102909958 0.0092151360401768623 0.00085351417442928719 0.0014081517746778326
leaf_count=32315 48317 46964 1152 48723 20269 2930 1268 705 17586 2993 7635 10527 1163 107 1344 485 293 9416 5702 36898 37361 4822 1384 818 5165 190 2687 122 4226 8364
internal_value=0 -0.00328385 -0.0541005 0.00630958 0.0212516 0.0969504 -0.0343753 -0.0404568 -0.0685076 -0.0310071 0.0319938 0.0132097 0.112197 0.302792 0.182855 0.0288108 -0.0865021 -0.0142718 0.0093538 0.013951 0.0300042 -0.00207228 0.143903 -0.0186443 -0.0114256 -0.401629 0.066433 0.144372 -0.0297512 0.217727
internal_count=361931 313614 49945 263669 179768 23306 83901 82633 62310 44724 20323 19618 8798 3037 2981 1829 10820 41731 156462 150760 113862 65139 6206 58933 57925 1008 20564 11173 9391 8486
shrinkage=0.00703968


Tree=1739
num_leaves=31
num_cat=0
split_feature=50 56 651 361 203 10 736 1284 1045 1465 1456 789 1375 407 746 959 1470 1097 852 797 969 1451 958 785 1002 1092 714 948 928 896
split_gain=29.3127 52.5613 26.1979 27.3768 28.0901 26.1156 25.1323 27.893 41.8924 26.6166 26.2953 25.9816 29.3037 27.3278 31.4241 30.0238 33.8576 29.5054 27.993 30.6576 30.8376 27.1365 26.792 28.2648 30.8574 29.7398 29.1983 26.5719 26.5445 31.0541
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 0.18459888851483028 1.0605395091208547 1.4655535790235801 1.470578089058822 3.1205241757486877 0.71616597904841683 3.116712650924125 5.6068634316437889 1.1248358748350926 0.59806352348768188 -1.2965003005540392 0.66766320980544069 -1.2907225086880219 -1.3664195657027294 -0.34591097486072769 1.0747610123934368 1.0000000180025095e-35 1.3863179709059346 0.43306149721146375 1.313041538630376 -0.86283290253235112 0.69854289147193727 2.9499917481720264 1.0000000180025095e-35 -0.65751726450538361 -0.52992354128753727 0.13351389361957308
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 -8 -9 11 -11 12 13 14 17 -15 -17 -2 22 -20 -21 -19 23 25 28 26 -18 -24 29 -25
right_child=6 -3 -4 -5 -6 -7 7 8 -10 10 -12 -13 -14 15 -16 16 18 21 19 20 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030349642395529464 -7.8448862007655324e-05 -1.4973976214912113e-05 0.00024976004716071399 -0.00095728985007409201 -0.0011293916756481258 0.0010122580835486327 -0.00049807469840454149 0.0008488262468699944 0.022633596898420236 0.00094909734013361321 0.0070547431594698935 -0.00034353136615439532 -0.00031796783189237562 -0.0002326890856461466 0.00063195101171049396 -0.0027446217296735898 0.00012981652462090403 -0.001506517351070079 0.0012472647355076705 -0.00040870830598963947 0.0022739637100896801 0.00025741046345941474 0.0019137999821826446 0.0008856174205320997 -0.00045513024910664757 -0.0062746209080614991 0.001554709641855467 0.00033003480864853788 3.581897005431973e-05 -0.00014013809066866254
leaf_count=23650 16040 90457 6387 29255 11852 2948 16784 42 20 2815 76 20960 23196 18419 5188 432 3117 5753 8100 3229 600 1703 2345 12652 9776 92 5124 3305 32116 5498
internal_value=0 -0.0352958 -0.093748 -0.112733 -0.0629206 -0.0229876 0.00705909 -0.0848923 1.43487 0.0138944 0.210046 0.0102486 0.0199388 0.0315232 -0.0337875 0.0464026 0.061105 -0.0739591 0.0641504 0.156478 0.00653813 -0.194372 0.0486466 0.0371638 0.0219254 0.157067 0.170081 0.187992 0.0432237 0.106655
internal_count=361931 164549 74092 67705 38450 26598 197382 16846 62 180536 2891 177645 156685 133489 28684 104805 86386 23496 85954 11929 3829 7456 74025 68375 60042 8333 8241 5650 50266 18150
shrinkage=0.0054419


Tree=1740
num_leaves=31
num_cat=0
split_feature=785 728 712 516 143 791 513 1234 691 429 804 941 354 578 506 195 1237 854 927 730 938 471 990 1122 564 776 515 122 1100 701
split_gain=77.6772 63.0009 42.298 41.9464 46.0656 41.0472 45.4122 50.373 38.4158 34.3642 32.8611 41.6524 35.9614 35.1322 64.2195 32.3961 31.168 31.0733 32.9735 32.5348 30.8378 30.7597 32.3932 32.0108 29.9417 29.5731 28.7158 32.9404 27.5287 27.2803
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -0.72319605263816955 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 0.32551924250032394 1.3430836380569215 1.3537602816678871 1.0000000180025095e-35 1.4538665454787782 -0.87905496296652397 1.0000000180025095e-35 1.3909106807663625 1.4298092310842805 -0.87473648844905705 1.0483613175537825 -0.33215574005720661 -0.57633625342910477 1.0000000180025095e-35 1.0000000180025095e-35 -0.62013007577587742 1.4188032667957222 -1.1784654719172196 1.4353143596930875 1.2828132024160503 1.0486018294583193 1.4499436783653932
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 -5 10 28 -8 9 24 12 -12 13 14 -6 -13 17 -4 19 -19 -15 23 -23 -3 26 -10 29 -28 -7 -2
right_child=1 21 16 4 5 6 7 -9 25 -11 11 15 -14 20 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00015578526478133453 -4.1401863852713319e-05 -3.3146745376560459e-05 0.00031773945732751363 -6.8672125368733592e-05 -5.2840228218500076e-05 7.1107302846816874e-05 0.00033197892797205697 9.9111358534000191e-06 9.8158686770664146e-05 0.00010205230020180439 -5.9510724801894695e-05 0.00024352126245904217 0.00012580544385088629 4.1170525518701113e-05 0.00042984584895057687 -0.00022231660540651408 -0.00014668053832118168 0.00012027501091720025 0.00029058883139339742 -4.1485059727541706e-05 -7.2315597636440663e-05 -0.00012187992253722988 1.5615655868663618e-05 -0.00014947867596101053 -0.00018325322093981408 -0.00014406995161279196 1.7081105064941564e-05 0.00034400433956740753 -9.2978379698593398e-05 -0.00024041216686742557
leaf_count=3225 36874 17285 2402 30609 2619 18093 4174 2810 2623 7107 3644 5030 6153 10993 1575 571 1892 12628 2725 6687 43374 13917 21012 47721 5877 27038 12222 1423 6177 3451
internal_value=0 -0.0398366 0.0747473 -0.0214506 0.00201229 0.0224107 0.0878846 0.230134 -0.0596033 -0.030847 -0.00485898 0.108761 -0.022679 -0.0385428 0.145752 0.217261 0.100984 0.121056 0.096407 0.0667573 -0.0534645 -0.0945763 -0.0385943 -0.129487 -0.0494198 -0.134472 -0.0322649 0.0574793 0.0406575 -0.0634417
internal_count=361931 332372 29559 232437 135822 105213 31254 6984 96615 66954 73959 9245 64714 58561 4194 5601 26334 24442 22040 19315 54367 99935 34929 65006 59847 29661 53970 13645 24270 40325
shrinkage=0.000905731


Tree=1741
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 1449 712 12 727 651 1430 1243 232 971 21 1463 1450 1458 704 706 736 1235 508 354 175 553 1468 705 777
split_gain=68.0759 60.9328 113.488 61.7204 52.2091 49.0157 40.7912 39.6671 38.194 37.935 33.6853 33.6567 31.2896 30.8953 30.4595 29.4574 37.5254 35.1731 30.8754 30.8523 28.7693 29.818 27.7297 27.4711 29.541 27.5252 27.3433 27.1252 26.6706 29.6087
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 0.74561756370782817 -0.63779424894106762 -0.59727736220901595 1.0000000180025095e-35 1.1107569744011787 4.2254883379486126 0.14000445396469943 0.92584771804271815 -0.8891902375834092 -0.89074317784588486 0.040494202082528748 -0.67498855617904396 0.40777385144286077 -1.4477677859437093 -0.3535015761321067 1.0000000180025095e-35 -1.24934742919911 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35 -0.40557632866038712 1.5815342945870006 1.2926767139969917 -0.14570385030964947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 12 8 6 7 -2 -5 -1 -6 -9 22 23 -11 16 18 27 -14 -19 -4 -22 -3 24 25 -10 -27 -18 -24 -30
right_child=1 3 20 4 10 -7 -8 11 13 14 -12 -13 15 -15 -16 -17 17 19 -20 -21 21 -23 28 -25 -26 26 -28 -29 29 -31
leaf_value=-1.9091734337273993e-05 1.9019827119343043e-06 -8.6160978216801183e-05 2.0113325335353521e-05 -4.5909808165730013e-05 -4.2946175713180807e-05 -0.0002772632149657051 2.5120657068566332e-05 -0.00018496157494794923 0.00018942801375473078 -0.00012929569543400924 -0.000356163273680846 0.00083367536638141672 -0.0002019024252747543 -5.2101572325976448e-05 0.00014385494184740154 -0.00011922349843999752 -0.00037542341613544864 -0.00033481338997776909 9.3166605953215619e-05 0.00029115410797741505 -2.2141462451187953e-05 -0.00012661776703771677 -1.0919561067184115e-05 -3.7924383619830521e-05 0.0003691662155811523 0.0001583743065869671 -4.4678818531317045e-06 0.0007867075480602982 1.9518307613322142e-05 0.00034538773473001474
leaf_count=12551 6643 21458 30816 9440 4949 20329 7886 38294 9671 1561 1384 97 4917 4378 15447 31018 817 420 2271 3154 32414 19283 59783 3544 1669 5574 8033 83 2538 1509
internal_value=0 -0.0430422 -0.080489 -0.0170841 0.0432353 -0.167166 -0.131635 -0.165029 0.069893 0.0642122 -0.12512 -0.202582 -0.0447228 0.10117 0.13194 -0.0973626 0.00477053 0.164823 -0.108251 0.259139 -0.0294702 -0.0636381 -0.0213102 0.125366 0.148924 0.130729 0.0722304 -0.26953 -0.000470544 0.163179
internal_count=361931 332372 155762 176610 48642 73249 52920 45034 42309 29559 6333 38391 127968 32869 17008 42680 11662 4474 7188 3574 82513 51697 85288 28491 24947 23278 13607 900 63830 4047
shrinkage=0.000887971


Tree=1742
num_leaves=31
num_cat=0
split_feature=1430 1298 1022 395 133 1031 127 1444 712 148 555 288 1454 632 803 651 1319 475 779 747 794 734 746 533 578 1455 773 981 946 21
split_gain=29.0635 51.0424 42.9922 37.8185 38.7667 30.4667 31.0549 29.0374 28.5735 27.2357 27.1852 26.8282 26.3501 26.2939 29.1736 26.1473 27.6741 25.9964 25.3333 25.2084 27.9295 32.5373 28.6642 35.2481 26.9959 27.5155 25.1373 25.0378 25.5541 28.0424
threshold=0.54622893720785959 1.0000000180025095e-35 0.67527595557081987 0.66415532897360485 0.5744186475241726 1.6568736917453439 1.7945150566950006 0.61050815248025436 -1.5590971551374573 2.2512542853489554 1.4861854481620089 -0.26704414188828945 -0.98478334500156417 -1.2915142891048281 0.85523949479533445 1.1107569744011787 -1.9061454630617805 1.0000000180025095e-35 -0.64740281487796725 0.98810451262880827 1.0000000180025095e-35 3.0820683777490774 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 0.43490599497125654 -0.10887362867837648 2.8457487783966928 1.0000000180025095e-35 1.5676574675808517
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 27 -4 -6 -8 -3 -5 -13 -15 19 -17 26 -9 20 22 -22 23 -2 -21 -26 -14 28 29 -1
right_child=15 11 8 12 9 -7 10 18 -10 -11 -12 13 17 14 -16 16 -18 -19 -20 24 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00012797706732563336 -0.00094562223136182902 -0.00016992933505676852 -0.0035851426953303861 -0.0038307628508414604 -0.0014838028602660357 -0.0013544643035870553 -0.0018096848999366619 0.00036746257565726929 0.0022537122623041464 0.002514220758928272 0.0029809893564460362 -0.00082525426688617785 0.0010772975198363522 0.00012275760503680693 0.00080864604857337709 0.0044383935367602019 -0.0005152556034483739 -0.00046355411566655899 -0.001741912365548677 0.0034339095681055641 -0.00020853873603568355 0.0030087941774590613 0.00075272036217165206 0.0003705102460169181 0.0010694656863293639 -0.00063648248928139519 -6.0508716109193168e-05 0.0052963153931075667 -0.00061540458145458354 -0.0011005240557369394
leaf_count=35683 6247 75696 167 358 14136 12199 4682 1798 1317 451 231 5248 6392 59707 11556 161 11215 8462 5839 524 29442 472 16975 12344 5862 1805 6917 132 21824 4089
internal_value=0 -0.0228743 -0.0620094 -0.0681309 -0.0914663 -0.0730438 -0.0586583 -0.0460959 0.289553 -0.228938 -0.258586 0.00327925 0.0144078 0.0312146 0.0408137 0.0242385 -0.073388 0.0235674 -0.205108 0.0393225 0.023844 -0.0255768 0.0659609 0.00196238 0.145216 0.113773 0.0831174 -0.0303991 -0.032943 0.000888298
internal_count=361931 276884 124677 123193 101064 86477 74278 69365 1484 14587 4913 152207 22129 76511 71263 85047 11376 21771 7637 73671 65480 29914 35566 18591 8191 7667 13309 61728 61596 39772
shrinkage=0.00589049


Tree=1743
num_leaves=31
num_cat=0
split_feature=785 728 1445 852 712 405 1037 700 651 1237 1359 1469 1466 1451 613 77 43 647 590 854 927 730 488 21 563 585 734 487 969 1358
split_gain=78.2871 56.6254 40.9363 49.8438 40.6919 39.1929 37.56 35.4585 32.4898 32.0976 30.5338 33.5751 33.7909 43.5335 37.7002 34.5972 30.2656 30.5371 75.4455 30.1834 33.2845 32.501 30.0379 28.3729 27.6285 27.5217 27.1145 26.7845 27.1662 27.1517
threshold=-0.86283290253235112 1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 -0.63779424894106762 1.0000000180025095e-35 -0.34850700291345432 -0.3146443644456704 0.58396494997324677 1.4298092310842805 1.8113258030550952 -1.0352100314532211 -0.22241172008597768 -0.0066164517430368063 1.3156155531097407 0.26432875020438201 2.2744972866152193 -0.87782724458594241 0.58895901036483078 -0.87473648844905705 1.0483613175537825 -0.33215574005720661 -0.57364115386637049 4.5933813388752975 -0.99963689609194251 1.0000000180025095e-35 4.1956285434281462 1.6304501485392697 1.208961249626149 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 10 -5 8 -8 19 11 12 14 15 -2 -14 17 18 -3 -6 21 -21 -9 27 -16 -23 -19 29 -29 -13
right_child=1 16 -4 6 9 -7 7 22 -10 -11 -12 23 13 -15 24 -17 -18 26 -20 20 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0001613385740812673 8.7092429561143016e-05 -8.7822297031582612e-05 -0.00010848602877778738 -4.8693830550469839e-05 0.00032360178834769384 -0.00012206038070778418 0.00013231573718059205 -0.00019315817588438878 0.00040371153660880856 -0.00016033101563399095 -0.00013772886698101887 -5.9455330900981589e-05 -0.00027288472777237842 8.7409710656782651e-05 -0.00024395274797893245 4.1303964264482166e-05 -0.00033482606285183651 -9.7627517401303244e-05 0.00045137671066819928 0.00012137915170228533 0.00029962965636960595 8.0898472936764631e-05 8.5502318796234171e-05 0.0009424763659002704 0.00053912387084564903 -0.00016488058840669165 0.00071899651600551649 -0.00020848559409423177 0.0001753782297120572 5.6727573250199758e-06
leaf_count=3225 10796 4660 30890 8423 2402 20981 6821 2103 2085 1892 9438 44855 3618 6497 246 2144 4157 89625 1349 12628 2725 3218 6691 91 1158 3469 144 6974 956 67670
internal_value=0 -0.044317 -0.026896 -0.017006 0.0706945 -0.0309018 0.0680238 0.120979 0.211663 0.0964322 -0.0199426 -0.0125294 0.0568231 -0.0202165 0.133887 -0.155599 -0.0961814 -0.0887697 0.069151 0.116815 0.0925414 0.0627527 0.0257984 -0.028236 0.453436 -0.0496313 -0.101392 -0.0293338 -0.164999 -0.0214694
internal_count=361931 332372 232437 201547 29559 175424 26123 17700 8906 26334 154443 145005 24459 12259 12200 5762 99935 95778 6009 24442 22040 19315 8794 120546 1404 6687 89769 120455 7930 112525
shrinkage=0.000942322


Tree=1744
num_leaves=31
num_cat=0
split_feature=1431 728 659 633 1453 797 868 705 485 1237 1187 497 362 861 428 501 803 771 885 804 1467 993 648 1256 772 1020 706 1285 635 409
split_gain=28.6546 30.2572 28.1812 27.7346 32.2551 28.4509 50.4609 29.4148 35.9359 32.6922 29.7174 27.798 33.8361 27.7053 26.7983 26.8218 25.964 31.1403 36.0131 31.8467 29.969 32.8999 27.7756 27.7539 27.3898 25.5249 27.1037 26.1139 25.6113 25.4616
threshold=1.8641952677858011 1.0000000180025095e-35 0.62821384419828064 -0.77899086806337892 0.43370469085150809 0.63961785378869596 -0.5942415351291912 0.42325249380490987 0.65254703299142569 2.2873089397629531 2.5351255987208376 1.394182512108723 -0.0038617735281439975 1.0000000180025095e-35 -0.8016869660108622 -0.55382761009555326 1.9682860324222273 1.8821439160418587 0.35018306414905159 3.1505034249623955 0.30995203841187846 -0.89727091510114898 0.36290967392287965 0.072105721544354448 -0.89592208818556796 1.0000000180025095e-35 2.0258146145105322 2.2712867920001698 -1.0883698621170246 1.8072418525143996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 14 11 -11 16 13 -13 -5 -16 17 18 19 22 21 -20 -9 -19 -18 27 28 -3 -27 -4
right_child=-2 25 29 5 -6 6 -8 9 -10 10 -12 12 -14 -15 15 -17 24 23 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00051937691872500601 -0.00089729408430728682 -0.00062076744088378341 -0.00026886029585496092 -0.001078084652622592 0.00055349880470969236 0.0012319411264832612 -0.00066418663277354167 -0.00057230144620597418 0.00075297824777094847 -0.0016370571567236114 0.0092545083941420244 0.0026096558063609756 0.0028805833290357721 -0.00013825822710052807 0.00081870461383681131 -0.00023180316094714509 -0.002662119942912895 0.0006056439744863614 0.0028275086480439578 0.0035925777956321864 0.0018954586885593474 0.00016963488023437142 0.00069106426964318324 0.0027953402174168266 0.0023488150934324603 -0.0016893818567909689 0.0011910659219761693 -0.0034653309796644264 -0.00010696106464840266 -0.002200267380821427
leaf_count=38275 16755 42744 36513 9008 11320 4403 20289 18763 15381 2955 66 1331 2939 3076 8658 29920 320 4094 1302 509 4495 12734 6465 2829 2937 5015 4716 2049 49239 2831
internal_value=0 -0.00646578 0.00622127 0.0167728 -0.0332115 0.0304249 -0.037827 0.0434825 0.00892284 0.0752443 -0.172947 0.0846773 0.204461 0.0893491 -0.0222272 0.0013507 0.0674265 0.055144 0.0348373 -0.0196512 0.103636 0.0549949 -0.0317471 0.194464 0.247194 -0.0430352 -0.0124651 -0.0927425 -0.0279052 -0.0489405
internal_count=361931 345176 241413 202069 49595 152474 24692 127782 62967 64815 3021 61794 7346 4407 47586 38578 54448 51191 44268 25737 18531 14036 25228 6923 3257 103763 58970 44793 54254 39344
shrinkage=0.00761998


Tree=1745
num_leaves=31
num_cat=0
split_feature=1430 1160 809 1469 12 1117 1464 1458 816 249 1469 1436 422 1458 1458 701 984 691 1457 1458 131 829 694 956 1111 86 1437 820 56 408
split_gain=28.6162 57.9872 30.4903 27.8506 27.3269 29.2252 29.0265 33.6574 48.2809 28.7477 27.9663 26.6949 26.9535 26.5184 28.2215 26.3705 26.3204 25.9116 25.5764 28.5374 25.5321 25.3751 24.9302 24.4409 24.3651 23.8897 23.8786 23.7422 26.9709 25.6336
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2673214316849539 0.17662342233844491 1.4633816469450096 -0.46204076373648789 -0.19179933198544472 0.98567350059335823 2.3071270626897213 1.3331130692163249 1.0000000180025095e-35 0.14226136863936198 -0.82108684835595114 -0.68909410285287098 0.88999445861127724 -0.85689355025823244 0.2037784513890821 -0.47781463722300127 -0.15647545104892951 -1.2826351221583661 0.72764419921677292 -0.018639106927020675 1.8798048064557757 1.1542828811893913 2.4922719907431401 0.72713696786055593 2.6461010908889477 1.5243871133269826 0.23688239996514773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 5 9 7 10 18 15 -6 12 20 -8 22 -2 -1 25 -9 -20 -5 -7 -15 -14 -18 -16 27 28 -3 -29
right_child=4 26 -4 11 6 21 13 8 -10 -11 -12 -13 23 14 17 -17 24 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0037402202407034349 5.5735141472805639e-05 -0.00028423345352082495 -0.00012527957127208493 -0.003575371038353297 -0.00029511872109428246 -0.00055546802821019876 0.001310621346855037 -0.0010252200890725452 0.0026318214266390105 0.0015565887120500073 -0.0021068652011864454 -0.00018405435133043681 -0.00038651297266483311 -0.00073464175537107815 0.00073682861102909291 -0.00052697047363837546 0.0003624212630173273 -0.00022987880710850078 0.004300017499858518 0.00033933031951004716 -0.0013944333083424933 -0.0027379287494592474 -0.0059811024821270192 -0.0045677679647015031 -0.0040802917212773458 -0.0036712746355889911 0.00043897730912332829 0.0025438949837452694 0.00073032771573489509 -0.0021946513119457662
leaf_count=386 97436 59729 22218 4275 12896 8602 7063 3054 1555 2499 2342 8873 12381 769 21578 21615 2493 9369 372 6541 26094 1572 271 747 346 291 19307 1192 5661 404
internal_value=0 -0.0343765 -0.0907884 -0.129212 0.00740429 -0.0120931 0.0428216 -0.0133068 0.0730666 -0.00234123 -0.0833341 -0.149344 -0.183061 0.0796281 0.053132 -0.00748867 0.0631256 0.0646495 0.0131966 0.0857127 -0.235151 -0.129514 -0.300495 -0.0815554 -0.0140076 0.103534 0.00235305 -0.0197204 -0.0267877 0.247022
internal_count=361931 164106 77813 55595 197825 131724 66101 26760 11522 121550 15238 52370 43497 39341 32278 119051 3225 31238 9967 6913 30369 10174 1040 13128 2839 21869 86293 66986 65390 1596
shrinkage=0.00663365


Tree=1746
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 727 746 971 859 954 520 927 795 981 566 1298 487 624 595 585 1047 491 284 1470 1398 913 1428 788 1323
split_gain=57.451 53.0713 42.59 42.639 46.505 37.9012 35.5629 32.2765 31.6847 31.0194 30.9034 30.3736 29.1294 28.6549 36.2783 35.0082 34.3445 28.9233 27.784 27.7699 27.5777 26.998 28.7141 26.3669 26.3629 26.0295 25.8373 26.5177 26.7048 26.0229
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.8891902375834092 -0.98545034728205338 0.98873640907070304 1.5103007336851382 1.0483613175537825 1.0000000180025095e-35 1.7060327193526743 1.9839842507384622 1.5690779363521359 1.2917861121850509 0.16939575003393284 1.0000000180025095e-35 -0.8867634123843694 -0.34654259480853461 1.2715548986558056 -1.4950250354433621 0.78209301887286675 0.44312978011646392 -1.0282579537198486 1.0000000180025095e-35 0.38349571241217301 0.68754838340439639
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 23 12 20 -8 -7 19 -9 -1 15 -15 17 -17 18 -5 25 -2 -16 -23 -4 -12 -3 -6 28 29 -28
right_child=1 10 5 13 26 9 8 11 -10 -11 24 -13 -14 14 21 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.781643342787627e-05 -0.00027555914696603931 -4.9557052488443198e-05 -0.00024606857318901806 -2.2254307562125871e-05 -0.00014197067551984367 0.00039607273116901631 -0.00012695824415835118 -6.8649202223961588e-05 0.00012577175913120714 9.3506728747506481e-05 0.00011972953921709578 0.00023877038406527781 0.00020605141476015424 -7.2797373229876273e-05 -0.0001089187705865942 0.00016306514833266077 -0.00021590703034585638 -0.00011989799627091317 5.2106117456311278e-05 -0.00016363194206406122 -0.00012007234196767378 0.00037625275209316004 -0.00025317420447812567 1.543383146205037e-05 -0.00017134240574790348 -0.00014664151576406292 -5.8485893882980981e-05 -8.8494963011594578e-05 9.0635576194874774e-05 9.0262636144098414e-05
leaf_count=11206 9354 59467 1572 36054 5981 1153 1561 6267 15447 6442 4512 1058 1345 26904 757 6081 703 6798 24369 19547 24688 1115 220 32979 1449 14960 15116 11033 9390 4403
internal_value=0 -0.0389256 -0.0220479 -0.0369179 -0.0777079 0.0391782 0.0597953 -0.148258 0.125599 0.171384 -0.089266 -0.0177271 -0.0232318 -0.00914528 -0.0670899 0.0129389 0.152387 -0.00254527 0.0109808 -0.101804 -0.190941 0.183543 0.343799 0.00781685 0.0678889 -0.0829961 -0.0344728 -0.0152318 0.0183665 -0.0276904
internal_count=361931 332372 232437 190291 87290 42146 29559 41367 17008 7595 99935 7325 12551 103001 28996 74005 6784 67221 60423 93974 34042 2092 1335 34551 5961 74427 45923 39942 28909 19519
shrinkage=0.000804263


Tree=1747
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 712 12 727 1449 1430 651 232 706 1243 909 285 736 1181 508 354 175 553 1178 982 1012 1079 1431 1384 21
split_gain=62.8381 53.5752 110.265 49.4996 52.9634 45.2733 37.7637 36.406 35.6418 35.639 32.5903 30.5614 30.2156 29.9245 29.7692 29.1688 28.631 28.5512 27.266 27 29.3146 27.6748 26.6188 26.4216 26.8708 26.3208 26.2737 26.0191 26.5692 29.576
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.63779424894106762 -0.59727736220901595 1.0000000180025095e-35 0.74561756370782817 4.2254883379486126 1.1107569744011787 0.92584771804271815 -0.3535015761321067 1.473013388195284 -0.67290761646258057 -1.1152437199248966 1.0000000180025095e-35 -0.59467284272644005 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35 -0.40557632866038712 2.0007070502641984 -0.94276757835488645 1.4711245761114824 3.0729769241839433 1.0099929608726099 2.0240922013875893 -0.70163543588998201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 14 7 6 18 -5 -1 10 -8 25 19 -4 27 -10 23 -15 -2 20 21 -9 -23 24 -11 -6 -19 28 29 -3
right_child=1 3 13 4 11 -7 9 12 15 16 -12 -13 -14 17 -16 -17 -18 26 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.6167567523424878e-05 -0.00017738573728004922 4.9310093262201049e-05 2.5939730659872558e-05 -4.5443302669613397e-05 -7.829562958050086e-05 -0.00026133615876906336 -0.00017371295138593671 0.0001823425189461304 -6.8890277465303405e-05 0.0012403211701078525 0.00080929983836548899 -0.00034232172217531828 -5.3098849160062252e-05 -1.7857982936333193e-05 -0.00013192174563036348 0.00014702641982369287 -3.7999145359687774e-05 -0.000127089115486025 9.5489048717142496e-05 -3.9682165628903242e-05 0.00035770065258225469 0.00015029354766660732 -7.4613050924483619e-06 0.0017676871340254589 3.6678840204915859e-05 0.00050694222988934478 0.00060025308299806158 -9.6774562990004014e-05 -0.00016028640343112194 -2.7474468544580709e-05
leaf_count=12551 2450 26360 30816 9440 4692 20329 38294 9671 2491 96 97 1384 4378 32414 12354 14517 6141 19120 5424 3544 1669 5574 8033 47 371 257 163 19208 4882 65164
internal_value=0 -0.0386394 -0.0738922 -0.0142689 0.0398117 -0.15976 -0.125555 0.0667131 0.0646847 -0.159016 -0.193866 -0.129913 0.0972893 -0.0235129 -0.0390931 0.130551 0.00624082 -0.0584562 0.023354 0.121256 0.144651 0.126502 0.067761 0.53874 0.346894 -0.0567787 -0.136002 -0.0286168 -0.0149817 -0.00706409
internal_count=361931 332372 155762 176610 48642 73249 52920 42309 29559 45046 38391 6333 32869 82513 127968 17008 6655 51697 7874 28491 24947 23278 13607 514 467 4949 19283 115614 96406 91524
shrinkage=0.00087056


Tree=1748
num_leaves=31
num_cat=0
split_feature=21 1451 888 691 1425 816 471 751 256 61 714 514 519 712 582 561 527 1442 21 817 1081 757 759 258 671 1218 489 461 1454 1466
split_gain=28.8058 39.366 30.157 28.7862 31.9122 37.6434 39.1295 34.0752 33.9883 31.5034 42.2083 30.542 29.7625 34.8962 28.8325 31.1134 29.8913 28.6879 38.0717 31.8557 28.0502 27.9306 26.0388 31.1316 25.6568 30.4545 26.4579 25.3002 24.8779 54.4276
threshold=-2.7818205974049124 0.29201411858153481 1.0000000180025095e-35 0.11682074345248079 -0.49854827941355384 2.9000507500104784 -0.93081268283970298 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.62741635080033265 -0.54536942215353645 2.1420547332082829 -0.63779424894106762 2.1384355827858248 0.57918806797634159 0.86558768754863191 1.0000000180025095e-35 -0.13431221002227373 3.2800011617759632 1.4735812952876166 2.7932316895974547 2.1361056549418347 1.0000000180025095e-35 1.0000000180025095e-35 2.1598224403851116 -1.3798460583245715 3.3289722190178597 -0.17470481038223243 1.6394897097726615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 17 6 7 -6 -7 27 -11 -10 14 -14 15 -8 -17 -2 21 28 22 -19 24 -24 25 26 -4 -5 29 -20
right_child=2 -3 20 9 5 8 12 -9 11 10 -12 -13 13 -15 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0062143395726009651 -0.00072490130310514571 0.0038603847796385162 -0.0052975409131143071 -0.00010297018726092645 -0.0013074801573908948 -0.0033482637785801125 0.00052152360553196526 0.00015510136482937772 -0.0096188125097502412 0.00042267525116895593 -0.001075104692334135 0.0049332525064317758 -0.0015046062960488926 0.001651649625164066 -0.00076097974211586372 -0.00045678461085871513 0.0010898325865629414 0.00073823730338122757 -0.00053110303754051432 -0.0051644744432974721 -0.0022783516292751048 -0.0019292108553010826 0.0042136592734670743 -0.0020317593542335693 -0.00010254192107079664 0.0028783305821977142 -0.0010790118040279221 0.0032060639368499764 0.00017413543460948838 -0.0059183394785651128
leaf_count=132 24415 807 1000 69735 8512 1234 72464 10804 47 6894 27078 221 908 6672 6053 19753 3971 17997 18500 557 4338 947 847 537 20899 498 17942 570 16970 629
internal_value=0 0.366822 -0.0112573 -0.00413138 0.0104135 0.031319 0.0355261 -0.0628153 -0.304845 -0.0368399 -0.0991673 0.373433 0.0506625 0.174286 0.0400944 0.0496352 -0.0236443 -0.0260331 -0.000271592 -0.042383 -0.0740727 0.0798605 -0.0568305 0.301616 -0.0681834 -0.144531 -0.166537 -0.00970124 -0.0358839 -0.092821
internal_count=361931 939 360992 314931 210654 130639 129137 19316 1502 104277 33972 268 109821 7580 102241 96188 23724 80015 55600 36656 46061 18944 41723 1384 40339 19440 18942 70305 36099 19129
shrinkage=0.00732408


Tree=1749
num_leaves=31
num_cat=0
split_feature=1423 1457 51 944 869 797 419 119 723 857 938 774 705 951 550 602 1187 652 554 1259 1375 1470 424 422 57 125 221 496 146 21
split_gain=28.2679 31.2621 35.5334 34.9164 32.4208 38.4611 32.2013 31.1453 28.8568 34.6731 28.6064 27.4468 25.5727 25.7538 25.3193 25.3183 25.2613 30.857 25.1746 25.0841 24.62 24.2937 24.2737 29.139 24.9649 29.0076 27.4126 25.5335 25.2325 24.9848
threshold=1.0000000180025095e-35 1.5416109563948532 1.8613588887694643 0.53713281317862982 -0.57653763495970078 0.63961785378869596 -0.97910531064313877 3.3531518203530832 -1.0570063487222232 -0.49205703050329141 -0.57633625342910477 2.0716573389763737 1.215584911221339 0.4454315257619969 0.29966714842153758 1.0000000180025095e-35 -1.122910376411048 1.8627252675032671 2.2781593037098271 -1.382817190278488 1.9058216595195987 0.34450605210609392 2.0951681415121222 -0.68717475692435015 1.4243427035504792 0.58518330826110332 1.1248259671687759 -2.1847152077781105 1.5766273221840958 -3.2545899522946695
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 11 6 19 14 -7 -10 -11 -1 13 18 15 -4 -14 20 21 -6 -18 -8 24 -24 26 -26 28 -28 29 -2
right_child=22 3 7 -5 5 8 12 -9 9 10 -12 -13 16 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0002721301022119308 0.0052082739577219966 0.00023302403758743858 -0.0023960724491876549 0.0018136922796090096 0.0014895158267504958 0.00048272033794529779 -3.0538081021729301e-06 0.012215373287618261 -0.0016736985813053315 0.00082621089224296004 -0.00076764989070861713 0.0021730562959728049 -0.00185880901387173 0.00036648456684692154 0.0011354396069722537 -0.00057381146959423765 0.00076654009366303568 0.0033131622402376238 0.0012270571211957309 -0.0008138237704167872 -0.0033549465468505311 -0.00054927301868835769 -0.00075648039461640576 0.0030432265652727574 -2.1340201228897307e-05 0.0030154332538397557 0.01188910552592305 0.0002897737898749763 0.0006249344385492844 -0.00082314423483349829
leaf_count=48174 147 13855 5993 4254 1457 4851 66321 34 9196 3866 15199 1768 1150 34374 1163 4943 11276 1122 3372 20313 467 33920 1477 1218 3594 863 51 8165 3879 55469
internal_value=0 -0.000146235 -0.00667095 0.0860446 -0.00166567 -0.0146487 -0.00123157 -0.144045 -0.0870434 -0.117257 -0.0594384 0.0484168 0.00961212 -9.59828e-05 -0.153336 -0.198308 0.0980856 0.122124 -0.018868 -0.0901276 0.0891513 -0.0256282 -0.0537636 0.182527 -0.062363 0.0987218 -0.0758085 0.0512187 -0.0960933 -0.111113
internal_count=361931 287068 268959 18109 256826 206884 173772 12133 33112 28261 19065 49942 152002 137987 12099 10936 14015 12865 103613 21770 11743 100241 74863 2695 72168 4457 67711 8216 59495 55616
shrinkage=0.00718047


Tree=1750
num_leaves=31
num_cat=0
split_feature=785 263 728 926 507 119 878 1010 43 150 921 933 497 539 728 848 876 21 338 1097 1217 1465 1458 1452 1080 126 54 74 879 1449
split_gain=64.4648 45.085 67.5803 71.3462 62.7348 52.3708 43.3907 42.0133 41.7599 39.5729 38.9968 38.2174 49.002 36.9356 36.8524 34.8286 33.2239 31.0034 30.9432 37.3226 30.6492 30.6337 49.434 29.9655 29.9428 28.8839 30.7815 28.6136 28.3872 28.2434
threshold=-0.86283290253235112 0.66115833724634121 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 1.0000000180025095e-35 3.0713252103476614 1.0000000180025095e-35 -0.52571317712276111 0.62154522891879982 0.68806224955729689 1.7001250133015622 1.0000000180025095e-35 -0.49008176997875957 0.064962217503757108 1.0000000180025095e-35 1.0000000180025095e-35 -0.98257908251360637 -1.2571877020351898 1.9780750160580907 -0.51322729858334903 0.084403803362298288 0.32331123534916567 2.2092738772757108 1.0000000180025095e-35 -0.42445565733332025 0.3629917477286641 -0.65854580630962423 0.74561756370782817
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 4 5 10 8 13 15 20 -3 28 12 25 -5 -1 24 -8 18 -16 -20 29 22 23 -21 -7 -11 -27 -17 -2 -4
right_child=1 9 3 6 -6 7 16 -9 -10 11 -12 -13 -14 -15 17 27 -18 -19 19 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00013813109776463541 0.00010350420073618733 -5.3595132128300086e-05 -0.00010026648821904948 -0.00024627640389268197 0.00019042743053904971 7.3304166952160191e-06 -4.1003407990829448e-05 0.00034039849699411535 -0.00022092314468611092 -1.8048239098187779e-05 -0.00015267526066580015 -7.3908127349557167e-05 0.00021601239915993489 -0.0001027739511279938 -0.00017236677183790045 -0.00011738258438037247 -0.00018017538594705532 0.00013900098189708164 -0.00023864895015044478 -9.5234639316102828e-05 0.00015035290317046146 0.0002012505751008154 0.00029655429637987754 -0.00066644188674289486 0.0002060703529599798 -1.744427943216341e-05 0.00016967877847257938 3.9098289715755683e-05 -2.1419580597841928e-05 5.0333873112039178e-05
leaf_count=3396 9604 25045 36840 26361 6453 45131 32164 1183 12320 16393 6715 7664 5989 16477 2603 17817 10563 15031 1238 1265 2419 4681 899 446 2657 4613 7396 6450 25830 6288
internal_value=0 -0.0375492 -0.0527314 -0.0717682 0.0224794 -0.0394663 -0.130407 -0.00303526 -0.0986546 0.010183 -0.0117974 0.0475504 0.0773257 -0.196942 0.0671874 -0.010268 -0.0816633 0.0926815 0.00930346 0.0695358 -0.0685971 0.126156 -0.0564844 -0.270198 0.022262 0.0403862 0.113147 -0.0828173 0.0183056 -0.0853054
internal_count=361931 332372 265272 216670 48602 131105 85565 73238 57867 67100 42149 42055 34391 42838 29559 72055 42727 26163 11132 8529 45547 7291 2610 1711 47788 28402 12009 24267 35434 43128
shrinkage=0.000887971


Tree=1751
num_leaves=31
num_cat=0
split_feature=785 470 395 203 712 1436 526 885 1065 578 828 1037 706 210 736 1449 852 520 210 348 1049 1255 657 712 961 1040 156 512 1459 21
split_gain=68.7333 57.6193 66.4849 47.6144 39.7277 36.2164 36.0587 35.0044 33.3844 32.459 31.4038 30.2068 30.0232 32.2303 30.9913 29.6405 29.1689 29.1309 28.7371 28.6815 29.7245 28.7011 28.0825 27.2614 28.6664 27.0977 26.8348 26.562 26.4512 29.2806
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 -0.63779424894106762 0.60428344764309971 2.3757057381457001 0.35018306414905159 1.0518754624258557 -0.87905496296652397 -1.0536780337889886 -0.60489981398538839 -0.33622886331437435 -1.5539264887124189 1.0000000180025095e-35 0.52358129808114695 -0.22706799479215015 1.5103007336851382 1.7227903396074284 -0.1000730347161236 -0.41247550550616424 0.081590514740122175 -0.29429909822911982 -0.63779424894106762 1.0000000180025095e-35 3.4299001835843828 -0.45803510888412152 1.7364793524751543 0.46383055849355342 -0.70163543588998201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 11 7 28 15 -6 -11 -2 13 -4 -14 16 -9 18 19 -12 -21 -22 -10 -13 -25 -8 -15 -28 29 -3
right_child=1 6 12 -5 9 -7 25 8 22 10 17 23 14 26 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00015839488527320217 -0.00026238212362502533 1.3404365506399462e-05 -0.00026747565514350036 -0.00026618895555669496 0.00026702283347456346 2.7341069046824784e-05 -0.0002118625066246265 -5.2957993986160017e-05 8.2798368334326624e-05 -0.00019822004223996194 3.2791575720052068e-06 5.3182811512617772e-05 -3.0590385292436285e-05 0.00010491925727780491 -0.00014224571159485562 0.0001449240528568297 6.427413029062905e-05 -0.0001326158406802988 0.00041503495288565373 -1.249241026811725e-06 9.9645709249483443e-05 0.00035708457516432911 -0.00018935459866157783 -0.00010379429874387315 -0.00035508431159985424 0.0015719804975734416 4.5934808272686976e-06 -0.00026688826463537038 2.6699476122378943e-05 -6.8404015595552672e-05
leaf_count=3225 11052 27650 1955 20163 3439 8422 6091 12224 1926 1661 8392 4592 32106 11435 19272 9070 21988 2203 1021 2976 3234 3408 3848 24626 4273 34 16169 1824 25694 67958
internal_value=0 -0.0400199 -0.0765866 -0.14326 0.0678879 -0.108393 -0.0147818 -0.00986844 0.0348397 0.0933494 0.0651987 -0.142938 -0.0374746 0.0151931 -0.0729499 0.0548273 0.026707 0.0869899 0.11343 0.0934708 0.172289 0.251668 -0.106869 -0.1077 -0.141627 -0.213455 0.0315478 -0.021756 -0.0315883 -0.0496125
internal_count=361931 332372 155889 73128 29559 52965 176483 170358 49056 26334 22895 44543 82761 31383 51378 43282 34212 21234 19031 18010 9618 6642 5774 33491 28899 6125 29428 17993 121302 95608
shrinkage=0.000923845


Tree=1752
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 852 727 539 923 278 346 784 815 694 578 1051 828 520 210 348 1049 1255 647 590 846 146 138 1175 61 1384 353
split_gain=86.7039 55.9946 42.6899 41.4921 37.5385 49.3149 50.9752 44.6453 33.0555 33.9492 32.9202 31.5255 33.2587 30.8389 30.3692 28.9607 28.2287 28.3769 27.9854 29.0289 28.2574 27.7375 71.7954 29.9257 28.4185 36.9335 27.4604 27.1654 27.0336 25.9583
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 -1.1833072469291228 2.4847975134223916 0.9594655836162902 1.6638054002796892 1.2342127532274445 -0.87905496296652397 3.5926503781727646 -1.0536780337889886 1.5103007336851382 1.7227903396074284 -0.1000730347161236 -0.41247550550616424 0.081590514740122175 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 2.2368666814773395 -1.0321883268519072 -0.31923240808069592 1.0000000180025095e-35 -0.59449999692908395 0.63280207191488913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 11 7 -7 27 10 -10 12 -2 -5 29 -15 17 18 -17 -20 -21 22 -3 -23 -25 -26 -12 -6 -16 -9
right_child=1 21 -4 13 8 6 -8 14 9 -11 26 -13 -14 15 28 16 -18 -19 19 20 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00014455300646523336 0.00014005290268371626 -8.8289528924073371e-05 -9.0612464934370022e-05 0.00025704513233720751 -2.152098419705268e-05 -0.00036251547322524696 1.6409588183281118e-05 -0.00013089366392069959 5.8201236488014353e-06 -0.00022918952188847536 -5.8447629274643776e-06 -0.00019910142743443285 -1.5509745008728256e-05 -0.00016676990485995144 0.0013492281167865525 1.3559053982492277e-05 -0.00011189238221486436 0.0003983791593991166 9.2676271663718988e-06 0.00010268279843057069 0.00034317287592810917 -3.6489538180666213e-05 0.00039335456668213313 -0.00012904239020013458 0.00077429461024998371 -6.2661534369068742e-07 0.00013663752530500357 -0.00023846798782625395 -0.00037836949245990519 -7.8124301631833337e-06
leaf_count=3225 8468 4821 35150 3439 6473 2982 13234 31758 84756 2290 7001 1826 12935 1661 87 8392 2203 1021 2976 3234 3408 29774 1384 62243 277 1436 12704 4239 55 8479
internal_value=0 -0.0423671 -0.02503 0.0787657 -0.0134956 -0.0523064 -0.0893529 -0.132899 0.0101786 0.0203562 0.0254482 0.0336903 0.0594694 0.104738 -0.112486 0.0773026 0.0981888 0.124208 0.104381 0.182156 0.260513 -0.0940176 0.0550478 -0.105859 -0.138006 0.148934 0.101428 -0.11781 0.879999 -0.116738
internal_count=361931 332372 232437 29559 197287 79824 56595 43361 117463 106751 104461 23229 21403 26334 40379 22895 21234 19031 18010 9618 6642 99935 6205 93730 63956 1713 19705 10712 142 40237
shrinkage=0.00087056


Tree=1753
num_leaves=31
num_cat=0
split_feature=785 263 728 926 507 1010 119 150 878 712 933 497 965 1392 43 539 848 876 126 1080 72 54 1237 1304 74 56 875 764 915 854
split_gain=88.0051 56.2912 68.5847 78.0629 64.6915 58.7357 53.2819 44.0809 43.763 40.5952 39.8906 51.3379 39.4109 41.063 39.3367 39.1106 38.1919 33.821 32.7675 32.6883 31.5325 31.2505 31.0489 30.3406 29.6584 29.5918 32.0783 31.3619 29.5271 28.7635
threshold=-0.86283290253235112 0.66115833724634121 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 3.0713252103476614 1.0000000180025095e-35 -0.52571317712276111 1.0000000180025095e-35 -0.63779424894106762 0.68806224955729689 1.7001250133015622 0.10980254379742337 0.33884867167867055 1.0000000180025095e-35 1.0000000180025095e-35 0.064962217503757108 1.0000000180025095e-35 1.0000000180025095e-35 2.2092738772757108 -0.78513032087958678 -0.42445565733332025 1.4298092310842805 0.56633490548814824 0.3629917477286641 1.0000000180025095e-35 2.4182337862533374 -1.7715234119995087 -0.78713887805465299 -0.87473648844905705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 5 12 6 14 -3 15 -1 11 18 13 23 20 -5 19 -10 -9 -8 -4 -20 29 -2 -18 26 -22 -27 -25 -11
right_child=1 7 3 8 -6 -7 16 10 17 22 -12 -13 -14 -15 -16 -17 24 -19 21 -21 25 -23 -24 28 -26 27 -28 -29 -30 -31
leaf_value=-0.00012847454314668871 -6.6586086326938805e-05 -5.0154455854923092e-05 -0.00018146658980299106 -0.00022734418876522669 0.00016606961102033887 0.00024465645920032528 3.7495824905644177e-06 -1.726123715405711e-05 -4.3484970935152643e-05 0.00027281044235356839 -6.5719439895279124e-05 0.00019692532794073005 -7.451979876125623e-05 0.00016015236245807792 -0.00020313211949334373 -9.6818643484569103e-05 -0.00011070778465057986 -0.00016767462317412616 -1.0682235562513225e-05 0.00018767963894254745 -0.00011662946843672184 0.00015643506860738951 -0.00012416317399385475 0.00042573760059340973 3.0332133499574077e-05 0.0010870978917821308 0.00025551460869777706 3.503569124143127e-06 4.4667072120845738e-05 7.9854882635719692e-05
leaf_count=3225 11748 25045 8897 26361 6453 1980 45131 16393 32164 2402 7664 5989 19348 5765 12192 16477 17817 10563 4613 2657 19501 7396 1892 624 6450 89 869 15522 4664 22040
internal_value=0 -0.0425936 -0.0594892 -0.0785884 0.0160884 -0.0448898 -0.0516556 0.0106319 -0.139664 0.0793257 0.0499996 0.0803512 -0.0186072 0.0452266 -0.111682 -0.206148 -0.0146481 -0.0908554 0.0426037 0.0193562 -0.0822165 0.119986 0.104951 -0.0136375 -0.0903436 -0.0542095 -0.124732 0.0113599 0.119497 0.124959
internal_count=361931 332372 265272 216670 48602 131105 129125 67100 85565 29559 42055 34391 42149 22801 57070 42838 72055 42727 28402 47788 44878 12009 26334 17036 24267 35981 20370 15611 5288 24442
shrinkage=0.000788493


Tree=1754
num_leaves=31
num_cat=0
split_feature=470 602 670 1467 797 1020 1463 527 471 347 1464 1454 626 789 1449 1454 559 1464 1457 1452 1454 1464 1146 665 21 1466 1470 1178 429 917
split_gain=29.6087 48.0976 32.6951 38.2105 36.0649 33.2243 29.1073 28.7189 42.2988 28.4955 27.639 31.0462 30.0474 36.5038 29.7987 27.9243 28.4939 27.0849 26.4417 27.0503 35.0166 32.5168 29.6491 27.3171 30.0665 26.0876 29.1406 26.0109 25.7666 26.2368
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4788072840855835 2.2664977771003176 0.44670980992553178 0.26178017910560175 0.86558768754863191 1.0043670984357114 2.1359641885258727 1.5993600128483978 0.67485211051868899 -0.32621035539257243 1.1248358748350926 2.2529671283962887 2.6579444067051354 1.3967903868193867 0.3050332745950638 -0.40593421939817159 0.075388382208316021 -0.12591398429191614 6.0258512330411982 1.0000000180025095e-35 0.85652824257920523 -0.51252769393407926 2.1415518475315092 0.61257734706231515 2.365563754247892 0.84392253317886257 4.3127385003387806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 9 -5 -1 -9 -4 11 12 -2 -14 25 -16 -17 -7 19 20 -12 22 23 24 -21 -13 -27 -19 29 -15
right_child=10 -3 5 6 -6 17 -8 8 -10 -11 18 14 13 28 15 16 -18 27 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00072441179057226759 -0.000197369217014081 -2.2959463848832806e-05 -0.0020588252581013869 -0.00014344744210330999 -0.0031312509007626944 -0.00098687961335802254 0.0037358913049882997 0.0013172293136184112 -0.0018796665434836725 0.0016926716221498704 -0.0040583945064726875 -0.00088581688746494625 0.00046714060254976779 -0.0010748205206500864 0.0020332197467158673 -0.0027007311632635356 0.0072951226622719493 0.0013004416504845931 0.00018268213354167605 -0.001448493098186151 0.0014597149405518109 -0.0089477324509262823 0.0045862237691321403 -0.0048923909441182774 0.0050922237043305599 0.0011154245064598479 -0.01022373255515862 0.013994958546891147 0.0010066613413657914 0.013072998771830376
leaf_count=33243 64611 89908 23792 1759 2806 6070 1365 6604 1777 1082 453 24733 72075 10045 2159 744 84 2106 7091 349 1629 71 1549 190 421 2753 76 67 2284 35
internal_value=0 -0.0354502 -0.0879874 -0.0478846 -0.068412 -0.163815 0.216806 -0.0510789 0.0694158 -0.228842 0.00702051 -0.000103419 0.013379 0.0396124 -0.0625881 0.131246 -0.197209 -0.026441 0.105174 0.224881 0.0424191 0.360652 0.396052 0.112595 0.278023 -0.086093 0.104613 0.210656 -0.0727631 -0.125254
internal_count=361931 170579 80671 47554 44430 33117 3124 41624 8381 24874 191352 179599 149050 84439 30549 2987 828 8243 11753 4662 2082 2580 2509 960 770 27562 2829 2173 12364 10080
shrinkage=0.00808638


Tree=1755
num_leaves=31
num_cat=0
split_feature=785 728 727 1431 852 727 923 519 576 993 908 727 1049 968 815 694 971 1149 43 647 590 1452 374 846 146 138 476 1077 21 1465
split_gain=66.0296 50.7898 40.188 35.7127 35.0809 39.5404 47.6926 38.5901 32.1029 31.4278 35.5605 37.515 32.7643 31.2775 30.2147 32.7192 29.3505 29.0742 27.7908 27.8282 69.4073 27.7772 27.2963 26.6473 31.2192 36.8845 25.9683 25.4621 27.2773 25.4278
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 1.1032265037225084 -0.89727091510114898 -0.42487639646845682 -1.1275738623161491 -1.7276023283237012 2.0695670359217271 1.6638054002796892 1.2342127532274445 -0.8891902375834092 2.1900270400044222 2.2744972866152193 -0.87782724458594241 0.58895901036483078 3.3900475580725948 0.83501184199785239 -0.53268848306471728 2.2368666814773395 -0.98223957276639073 -1.0099296266851885 4.2406324835638474 4.3097197259414433 -0.51923091368911811
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 14 21 -8 -9 10 -6 -12 -11 17 15 -2 -4 27 19 20 -3 -7 -13 -21 -25 -26 -24 28 -14 -18
right_child=1 18 16 -5 9 6 7 8 -10 12 11 22 13 -15 -16 -17 29 -19 -20 23 -22 -23 26 24 25 -27 -28 -29 -30 -31
leaf_value=-2.279995974536426e-05 0.00013542780283024865 -8.1669889898533735e-05 -0.00012676480424457222 -8.9377242022262483e-05 -6.8968441745369973e-05 -0.00033672183727932416 -7.9606675405240507e-05 0.00018091534222684956 -0.00039287426639670074 -0.00043897089329426013 -6.9890795139964922e-05 0.00017110910463159927 -1.6736969960284042e-05 0.00014356445596130457 -0.00021121927776417352 -2.5036863820351192e-05 3.3429699713547772e-05 0.00013369466610755709 -0.00030995293985084901 -3.2242524311749908e-05 0.0004160017043783942 0.00083982968306651313 4.825194917270568e-05 -0.0001256315619269046 0.00077741259734917414 9.309931120133687e-06 0.00062956219712891786 -0.00072468460171874044 0.00091672674339536521 0.00020348209046322272
leaf_count=12551 8468 4660 1561 35150 3692 3650 49411 3098 368 916 2040 5066 94265 5158 1826 12935 5040 4553 4157 28421 1349 68 482 59692 318 1338 985 211 95 10407
internal_value=0 -0.0427135 0.063266 -0.0261817 -0.0156292 -0.0531874 -0.0864715 -0.0690314 0.133825 0.0072923 0.112281 0.185928 -0.00453687 -0.00153635 0.0237341 0.0489457 0.133273 -0.010183 -0.0919956 -0.0849029 0.0661318 -0.34016 0.263323 -0.0970027 -0.127784 0.176575 0.521022 -0.0187756 -0.0171732 0.162922
internal_count=361931 332372 29559 232437 197287 79824 56595 52877 3466 117463 12265 8573 105198 104282 23229 21403 17008 99124 99935 95778 6009 3718 6533 89769 61348 1656 1467 94571 94360 15447
shrinkage=0.000905731


Tree=1756
num_leaves=31
num_cat=0
split_feature=785 728 728 125 395 703 921 718 588 651 678 513 716 858 476 486 689 1209 513 410 712 21 338 1097 795 911 1465 1458 1044 583
split_gain=76.565 57.9665 39.9304 38.4585 66.8812 36.179 34.0347 35.7025 41.5777 39.9924 39.2674 38.4002 34.9413 39.7818 34.9808 37.036 34.8204 47.2023 35.1135 33.385 33.63 31.59 31.7777 38.1338 31.4359 31.0362 30.2146 48.8007 30.1576 32.8214
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 0.62154522891879982 1.0159173274103563 2.250834115212506 1.1107569744011787 0.34708990927187483 1.0454229551509682 0.39849607246918939 1.0825608069246189 1.1361236590950645 -0.61439469619048348 -0.4288425582216272 0.6851534687528501 1.0454229551509682 1.644349105518915 -0.63779424894106762 1.0000000180025095e-35 -0.98257908251360637 -1.2571877020351898 0.73593705410083743 1.1364642170254908 -0.51322729858334903 0.084403803362298288 0.62237472978279051 -0.55326332990463356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 19 -5 7 8 10 16 -7 -10 13 14 15 -8 -9 18 28 20 -2 22 -4 -24 -22 -13 27 -25 29 -18
right_child=1 -3 21 5 -6 6 12 9 11 -11 -12 25 -14 -15 -16 -17 17 -19 -20 -21 24 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012983424092598376 1.0697353175852334e-05 -7.6497608681042238e-05 -0.00015619907561370807 -0.00013089193032915817 -9.3134443642072961e-06 -7.7093968951877584e-05 -2.4364433482339548e-05 -2.8976011145490867e-05 2.8957930963882675e-05 -0.00014948168495075435 5.0577956612055718e-06 0.00041273582069172748 -7.7949672117133944e-05 -0.00013352346455773538 -0.00023131305051804623 0.0001916953426048634 0.00035517335180666244 0.00036313825769549688 -0.00014766189876067333 -0.00027992888997805602 -0.00015363684856267102 0.00013472173038319747 -0.00021776556009422762 -0.00021285604089816429 4.9692293387920666e-05 -0.00015012102771391018 0.00019150776483189475 0.00027901410312217796 -7.760700915759343e-05 9.7486944230953891e-05
leaf_count=3396 9214 99935 2603 7397 53960 40090 3188 5365 7024 2565 31504 1406 4106 1839 784 11362 2149 2153 1649 8334 28067 15031 1238 1711 3368 324 4681 899 1966 4623
internal_value=0 -0.0406213 0.0733916 -0.0229527 -0.0588955 -2.59574e-05 0.00793297 -0.008596 -0.0286791 0.0711764 -0.0463659 0.103363 0.0838015 0.124047 0.159045 0.181501 0.10639 0.16883 0.105725 -0.136294 -0.11274 0.0998904 0.0157679 0.076701 -0.155842 0.371636 0.133783 -0.0473945 0.161083 0.224506
internal_count=361931 332372 29559 232437 102943 129494 122097 100818 80348 20470 71594 8754 21279 17173 15334 14550 17905 12540 10387 48983 40649 26163 11132 8529 31435 1730 7291 2610 8738 6772
shrinkage=0.000820348


Tree=1757
num_leaves=31
num_cat=0
split_feature=785 728 1423 728 416 852 713 519 938 1049 975 868 654 593 21 338 1097 791 333 1465 1458 1452 513 997 1470 422 954 261 486 620
split_gain=83.6408 57.769 43.0635 42.7724 38.6141 37.6788 35.4513 57.3646 56.0923 36.9963 36.5476 35.7749 34.5623 32.947 31.8977 31.9843 38.648 31.3369 34.4642 29.3477 49.6485 30.4475 29.2847 28.9289 28.8753 28.7929 28.2595 28.2043 27.3912 27.1043
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -1.2405683649852424 1.0747610123934368 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.285893796353293 -0.52188658528198573 0.53022336195039899 1.0000000180025095e-35 -0.58017643881618097 1.0000000180025095e-35 -0.98257908251360637 -1.2571877020351898 1.0000000180025095e-35 2.9869920577443172 -0.51322729858334903 0.084403803362298288 0.32331123534916567 0.5265745529457686 1.8859961581257856 -1.1417127449306028 1.0371792935896833 0.98873640907070304 1.0000000180025095e-35 0.67221729331373903 1.1734518836084071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 24 6 10 8 11 13 -6 23 22 -9 15 28 -17 18 -14 20 21 -18 -7 -8 -2 -25 -3 -15 -5 -21
right_child=1 26 -4 14 5 12 7 9 -10 -11 -12 -13 17 27 -16 16 19 -19 -20 29 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013658189950474064 9.7164377547619965e-05 -8.8634596387565748e-05 -7.4516432105267274e-05 -0.00025633596059516597 0.00011245174103507662 -9.0375706911172395e-05 -1.1642436195313213e-05 -0.00010218732150340726 -0.0001095184860459251 -0.00013766145306261872 -8.8460150730166125e-06 -0.00015478678715120681 8.5349433958655467e-05 8.5464884705884622e-05 0.00014635369497383916 -0.00022247069753736975 -7.4529696064141226e-05 0.00025443347177494824 -0.00060632219256689902 0.0002522203733926697 0.00030077814642344772 -0.0006264190192745864 0.00014656733149702271 6.7029873961091334e-05 -0.00014487672623753056 0.00042302727286415523 4.9771313152308475e-05 0.00032869724742048002 0.0001912935657021518 -0.00017282508894812999
leaf_count=3396 2190 93974 47693 2079 13633 6150 59596 1116 32495 1425 21458 6324 9057 2600 15031 1238 1265 3939 236 4135 899 446 2224 4418 13974 873 5961 3036 524 546
internal_value=0 -0.0393173 -0.0216958 0.0796494 -0.00765153 0.000968715 -0.0120591 -0.0312361 -0.0465687 0.128822 0.0478501 -0.0144029 0.0816683 0.191228 0.106987 0.0225741 0.0835208 0.145919 0.0799911 0.14081 -0.0373246 -0.250875 -0.0263167 -0.000405231 -0.12402 0.154342 -0.0918454 0.254232 -0.184221 0.238854
internal_count=361931 332372 232437 29559 184744 168580 146974 111883 103706 8177 35091 71211 21606 6752 26163 11132 8529 13232 9293 7291 2610 1711 8374 64887 16164 5291 99935 5636 2603 4681
shrinkage=0.00085349


Tree=1758
num_leaves=31
num_cat=0
split_feature=785 713 519 930 588 921 783 575 657 513 848 990 1049 382 791 861 1229 854 797 486 1061 797 646 620 693 1122 1329 691 1004 1459
split_gain=31.0178 30.0195 67.1125 55.8494 51.9369 48.2085 86.0076 41.4676 37.8615 35.1662 40.9859 33.9129 33.5442 37.2508 32.5957 43.6165 46.2097 33.4102 103.91 32.3059 31.4868 31.4502 32.86 31.0021 32.477 30.9363 30.7841 30.4584 30.2638 29.7574
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.71188872395471614 1.0525743831388839 2.2099560249315608 1.0000000180025095e-35 -0.80522708219444705 1.0454229551509682 3.5086024243106082 0.65656536832909496 1.7619212966369413 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 -0.87473648844905705 0.63961785378869596 1.8692550303841236 -0.87357009987099121 0.63961785378869596 -0.42980666616629565 -0.28959903995613662 -1.4196242793812084 0.4096364159258713 -0.026338976923557949 -0.96580272035820502 0.59444477453878863 0.49900387419946662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 19 7 8 11 -4 -3 10 -5 -7 13 -9 17 26 -17 18 20 27 28 22 25 -24 -25 -19 29 -2 -10 -16
right_child=1 2 4 9 -6 6 -8 12 14 -11 -12 -13 -14 -15 15 16 -18 21 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00038072985013513173 -0.00039918821016022828 -0.00090917599693855723 -0.00068377262602194947 -0.0001189675072001174 0.0021315164971094573 -0.00027156144730226275 0.0025910746704391227 0.0021546622173888373 -5.4601944195424409e-05 -0.0014926484082516695 0.0039170317651971475 0.00096734250796069016 -0.0016448503642560791 0.00011108706821190306 -0.00048175476490394203 0.00024678974163616272 0.0026417093854483559 0.00049358448139986955 0.0024773994828482366 0.002774961288750117 -0.001233061133324644 -0.00096497048224721579 -0.00014165856123084488 0.0018726788387941691 -0.0009451959946788366 -0.0010847245684477791 -0.0014208431696151238 0.00088176019326827333 0.0063814006926639407 0.001269698284598271
leaf_count=29559 5935 36644 5969 28475 3688 25322 3076 3962 503 4038 588 6428 905 3407 13522 30648 1785 17452 3153 1450 5489 30433 27554 1280 34875 4850 8537 19005 204 3195
internal_value=0 -0.0180782 -0.0289297 0.0270853 0.0925412 -0.0401169 0.0373553 0.0348883 -0.0538772 -0.0337454 -0.00474427 5.62123e-05 0.129023 0.176305 -0.0412135 0.00592366 0.0590461 -0.06215 0.0628936 0.104457 -0.116707 -0.0738326 -0.0510453 -0.0775702 -0.124162 0.0286368 -0.0749032 0.0836743 0.301123 -0.0165573
internal_count=361931 332372 272881 59491 17931 254950 34826 14243 220124 33101 29063 31750 8274 7369 183480 57687 32433 125793 9349 26390 6196 116444 86011 63709 36155 22302 25254 24940 707 16717
shrinkage=0.00690165


Tree=1759
num_leaves=31
num_cat=0
split_feature=46 1467 1466 1442 326 561 1323 706 948 1397 148 973 1250 40 961 1470 829 500 1107 0 1439 49 704 689 1464 1465 1371 1442 540 1071
split_gain=29.4182 32.8853 34.5387 31.8282 35.0885 33.0216 30.7296 30.7321 29.9245 38.8665 29.1422 28.4483 29.6358 28.1482 27.4561 27.3555 27.3291 33.0076 26.0659 33.9561 25.9186 25.688 33.1705 26.4449 25.7684 25.4446 26.1385 28.1988 25.1868 29.4275
threshold=1.0000000180025095e-35 4.0242090356330973 1.5748972947834672 -1.2625182715263061 0.65872944223055041 0.55894040826437752 2.9187729016580457 2.0733145747592965 2.8722674755592941 1.2047796577968708 -1.5777891724833675 2.0738439265874189 2.4631475240522356 2.1567844784062702 0.58053403949872362 -1.2126727935954851 2.2322159894299918 2.759819013522486 0.3189280274888156 -0.78196138921999159 0.70356782200899082 1.0000000180025095e-35 1.5616352280878845 1.0000000180025095e-35 0.55442978634158557 2.0147527329400829 1.0000000180025095e-35 -1.2625182715263061 2.9110317759397999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 3 -3 4 10 6 7 11 -6 -10 13 16 -13 -2 -8 -12 21 -18 20 -20 -1 23 24 -5 -23 26 -22 -28 -21 -30
right_child=1 2 -4 5 8 -7 14 -9 9 -11 15 12 -14 -15 -16 -17 17 -19 19 28 25 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=4.5847837033405898e-06 0.0017366921127320919 0.003931530380329608 -0.0024003439212989456 -0.00019595649619308765 9.9970323417908713e-05 -0.0007610554490059475 0.0010428936897421861 0.0018894097951546738 0.0042889609565981736 0.038097447099335109 0.00090447462165293372 -0.0021648640287628418 0.0080154114630502371 0.017930340184924197 0.0068776319560323361 -0.0014860575143455046 -0.0022650929806147702 0.015925151580327448 -0.0004577947826029117 0.00044998939862370168 -0.00049472143767928609 -0.00081575554394764651 0.0017559393621409574 0.00066062354412760641 0.00053036502968203838 0.0015467981364331886 -0.0049180108705465173 -0.0011432391614340305 -5.7045565656951496e-05 -0.0048794129400479662
leaf_count=115694 612 803 305 17571 7171 24236 689 2244 48 22 1614 2928 83 40 286 25616 2250 29 14318 64259 26183 21155 1849 20818 4741 1473 1282 2321 860 431
internal_value=0 -0.0398001 0.32948 -0.0436955 -0.115591 -0.0241265 -0.00144251 -0.00707651 0.0268585 1.84259 -0.166483 -0.0153622 -0.255935 0.384265 0.390276 -0.181321 -0.00648322 -0.278598 0.00429738 0.0357642 -0.0142241 0.00133604 -0.0543637 0.038274 -0.0766545 -0.0761666 -0.0921843 -0.309542 0.0563542 -0.234159
internal_count=361931 135110 1108 134002 35123 98879 74643 73668 7241 70 27882 71424 3011 652 975 27230 68413 2279 226821 79868 146953 66134 27745 38389 25896 31259 29786 3603 65550 1291
shrinkage=0.00718047


Tree=1760
num_leaves=31
num_cat=0
split_feature=785 728 1431 728 771 125 395 703 21 620 1470 794 753 954 1079 773 497 705 804 1449 666 154 727 354 1154 953 1463 1458 595 725
split_gain=81.1087 62.5219 45.5431 44.5141 35.3126 36.0071 54.0585 40.4089 34.0434 33.1618 32.0841 31.8892 31.6326 30.2672 29.0045 29.8752 37.8915 29.3165 29.2629 28.1763 28.1544 28.1398 27.4472 26.909 26.8797 39.0923 27.2795 26.6274 26.5475 26.4848
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.49008176997875957 1.4820751525130569 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 1.0000000180025095e-35 0.16760437365778322 -1.3664195657027294 2.2041218380651819 -0.59375710567929785 0.98873640907070304 1.9634214862007473 0.57629014481034668 2.0895063784560848 1.0870985732619181 1.3537602816678871 0.74561756370782817 2.2575337098986954 -0.63631282404453016 1.0000000180025095e-35 1.0860576550317909 1.0000000180025095e-35 1.0000000180025095e-35 -0.26393080214824122 -0.54909029163641709 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 6 11 -7 9 -5 -9 22 -13 28 15 16 20 -18 -16 24 29 -14 -2 -19 25 -10 -26 -24 -3 -12
right_child=1 13 -4 8 -6 7 -8 10 19 -11 14 12 21 -15 18 -17 17 23 -20 -21 -22 -23 27 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00023645297448643529 -0.00011427677236579947 -0.00016895923591636139 -0.0001822951691920081 2.5642518274855299e-06 -0.00027022781397210483 -0.00023717608400602107 -8.6644217519169403e-05 -0.00042687957572993797 -0.00018775825118479104 -0.00021693562946183191 6.7796078143764257e-06 -0.00025523199444651848 -0.00032405376203345298 -3.573314094374654e-05 1.6323319852557366e-05 -0.00012100319418652945 1.1286766810809567e-05 0.00019217229544263119 0.00041724805352925769 0.00027951243937066235 0.00015331177044769416 0.00043261144841341703 -0.0003666797405187872 0.00078992513072267186 0.00027797843817414916 9.9970200631935958e-05 7.7089236509739151e-06 -0.00020542784129917984 -0.00027217049281146944 -8.9513422721557623e-05
leaf_count=3396 9967 74427 35150 7332 4703 5945 44727 824 3326 3800 13136 1004 325 5961 4652 27926 3361 1281 757 2174 1941 951 8430 355 2744 3614 3173 19536 19547 47466
internal_value=0 -0.139538 -0.121271 -0.0217187 -0.109391 -0.104912 -0.141788 -0.0809558 0.00722304 -0.0801866 -0.0719153 -0.214802 0.0598681 -0.192693 -0.0685016 -0.0770724 -0.0530816 0.117899 0.0765366 0.0751588 -0.0674103 0.293802 -0.233485 0.350398 0.0377424 -0.0498815 0.148081 -0.277441 -0.204686 -0.0757462
internal_count=361931 332372 232437 29559 197287 192584 84940 107644 26163 11132 101699 40213 2280 99935 100875 95466 67540 4997 5409 15031 62543 1276 37933 1636 12857 6940 5917 27966 93974 60602
shrinkage=0.000905731


Tree=1761
num_leaves=31
num_cat=0
split_feature=60 697 1458 1457 1463 1465 1457 1450 1467 1469 1455 1450 1449 1459 1458 1454 1465 1450 1466 1459 1458 21 1470 1464 1468 1452 1451 1449 1468 1449
split_gain=29.3583 32.8578 33.0377 31.1981 37.4338 53.3477 59.0698 50.6643 58.0463 42.4359 42.3931 40.0292 48.679 44.3734 52.5781 39.2171 36.5528 35.5993 41.8862 35.492 33.9561 33.5865 32.9905 32.4745 51.1472 40.3677 45.2822 40.4466 72.2694 54.3394
threshold=1.0000000180025095e-35 1.6146804744781753 1.8460070869938618 0.68635126017805159 -0.50031801791506403 0.92950558758689994 0.95845855468509078 -0.43080633702116927 0.70872657208387635 1.9428972562657925 1.1386082259262511 0.11228637269241322 -0.30724857489969548 1.036536717954134 -0.035273121668496853 4.559288761755254 0.84595576380118198 3.2607042407486069 -0.10924916476579039 0.19507965803050628 1.1037714186769987 1.0003342417131433 -0.55826345590823923 0.2291445000830519 1.9784022788073294 0.69404526084459894 2.7768142128538291 0.015200077927196893 0.82408035764145182 0.27039492291981121
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 -5 7 15 8 9 -6 22 12 13 14 16 -7 -9 18 -8 -14 -12 -13 -10 -1 25 -25 27 28 -27 -29
right_child=-2 -3 -4 4 5 6 17 11 10 -11 20 21 19 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.00024715037316118095 -0.00053920696523531136 -0.0007713717937966742 0.00077532273494578365 -0.00013683545276940235 -0.0013666060018893038 0.0038439226887307569 -0.0050182517828381819 0.0046690746959067025 -0.0025808451650292659 0.0042884438926744676 0.01008112532421007 0.0005797741458634638 0.0027617850938337725 0.0085023797356308939 0.00055249420167531767 -0.0087860948513221997 0.014394272742502965 0.002819445659589487 -0.00092700918865474462 -0.0015479330995495802 -0.0055725996647092105 0.0046273927277812087 0.0042765154133369886 0.00010783841598323384 -0.0019395390292427808 0.0034293015260907452 -0.0024208539365009256 -0.0041116678187692272 -0.0020371072527573635 0.001154997253538024
leaf_count=173072 48256 20488 13460 21007 4538 824 1288 1287 368 358 250 5581 1510 460 1077 76 85 341 1872 866 44 532 386 50432 3153 4046 831 685 869 3889
internal_value=0 -0.00490178 0.000784495 -0.00499239 0.0499962 0.113669 -0.102926 0.168813 -0.0007203 -0.112515 0.439676 0.252756 0.39154 0.57142 0.443786 0.376423 0.717519 -0.238882 -0.321681 0.147674 1.06813 0.131624 0.157069 -0.0155818 0.02731 0.04163 0.163446 0.205845 0.339227 0.0571927
internal_count=361931 313675 293187 279727 42750 21743 4401 17342 5944 4896 1048 11398 5285 2909 2449 900 1372 3501 3160 2376 294 6113 754 236977 63905 60752 10320 9489 4915 4574
shrinkage=0.00761998


Tree=1762
num_leaves=31
num_cat=0
split_feature=785 21 683 1036 678 1011 734 672 710 678 1461 1459 1461 1462 1455 1455 1450 1449 1449 1454 1454 1457 1457 1455 1449 1451 1450 21 1249 1463
split_gain=28.7697 28.532 41.6444 35.9875 31.043 36.5009 48.0979 41.8526 35.1619 33.5152 30.8464 36.7301 33.4992 38.3913 40.548 32.5817 59.0384 65.9293 62.5523 43.8468 56.6178 47.0602 49.7086 75.3696 44.0411 39.306 38.4124 47.2464 38.0534 36.639
threshold=-0.86283290253235112 -0.70163543588998201 -1.3831318875547542 0.14110589220600589 -0.93019531031281677 1.3326183996331451 1.0000000180025095e-35 1.0000000180025095e-35 -0.38846430931289122 1.6243751288565669 2.5032120688259147 0.015014468430795973 3.8316248741925851 0.64216061943476632 0.14145834482007744 0.14145834482007744 -0.59149681175405766 0.21031501113833881 1.1301281763007487 0.17628833089535448 -0.33546787509067016 -0.043924821398005055 0.0065637448019396092 0.64338500466609516 2.7154401984737215 2.0946814787157892 0.074398950847232179 -0.89074317784588486 0.034301296968245763 2.8481914748221446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 -3 4 8 -6 7 -7 -4 -8 15 12 -12 14 -14 28 17 -17 -19 20 21 -18 -23 -24 -21 29 -25 -28 -2 -22
right_child=1 2 3 -5 5 6 9 -9 -10 -11 11 -13 13 -15 -16 16 19 18 -20 24 25 22 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.00032616344745997578 0.00020718626098699991 -0.00067683969341747257 -0.0014680096530896131 -0.00045638494971821228 -3.4222744990053871e-05 -0.00093099334388779776 0.0015138582488988077 0.0015752681728381215 -6.3403719342138769e-05 -0.0015540736378198182 -0.0018068858423789639 0.00265612452641853 0.0070299827460768493 -0.0043298475110653449 -0.00078865233859548524 -0.002000715928993555 -0.0004444509822171752 0.0030857159788654511 -0.0014379522537586505 -0.00040384513517847232 0.0029063458064387112 0.0067727644243847961 -0.0017225371319645243 0.0071592032850122788 0.0035046570380581868 -0.0023419263060320589 -0.001739734141167586 0.0063379125785531735 -0.00057503279009390323 -0.0035033379705544251
leaf_count=29559 30344 40453 7184 52074 117920 4261 7866 1639 9335 632 1096 1780 264 138 212 4495 4785 1317 1203 6665 4860 333 1214 357 534 358 350 199 30282 222
internal_value=0 -0.0183855 -0.0309062 -0.0191549 -0.00234986 0.00804649 0.106519 -0.0410985 -0.100874 0.204963 0.0188456 0.219508 -0.025526 0.356458 0.625811 0.00886583 0.0755057 -0.120811 0.162841 0.13699 0.21871 0.0737711 0.330987 0.185808 -0.00706287 0.383083 0.61409 0.248519 -0.0244539 0.429665
internal_count=361931 332372 241364 200911 148837 132318 14398 5900 16519 8498 91008 3490 1710 614 476 87518 26892 7015 2520 19877 12678 7238 2453 2120 7199 5440 906 549 60626 5082
shrinkage=0.00625104


Tree=1763
num_leaves=31
num_cat=0
split_feature=470 464 203 789 626 869 981 785 961 1002 381 56 1187 744 712 1037 728 666 771 885 3 1375 781 595 1469 710 350 288 701 908
split_gain=58.9705 81.681 41.5855 40.6262 45.3653 36.739 34.0239 33.4069 32.4773 31.6882 31.64 31.2068 30.6402 27.5463 27.5279 30.4964 27.4134 27.3378 27.3257 27.0631 26.8714 31.4374 26.8107 26.6721 26.6182 28.8343 25.7378 34.5151 25.5882 31.4327
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 1.1248358748350926 -0.34965070266696835 -0.57653763495970078 1.469577105443127 -0.86283290253235112 1.0000000180025095e-35 0.69854289147193727 1.0000000180025095e-35 1.0000000180025095e-35 -0.84675667588139802 1.0000000180025095e-35 -0.63779424894106762 -0.26178590505088833 1.0000000180025095e-35 3.1569310267559065 2.460021018916795 1.6290983814687661 -0.96466885063405805 0.59806352348768188 1.0000000180025095e-35 1.0000000180025095e-35 -0.65753724463548624 2.5579636957383234 2.5137700136157455 2.2163011302219005 -1.014879522608332 -1.2776120134179345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 20 9 10 -3 11 -6 -5 14 -7 -8 -1 -16 17 -9 -4 -19 -2 -22 28 -13 25 -10 -17 -28 -14 -30
right_child=3 7 18 6 5 12 13 16 24 -11 -12 23 22 -15 15 26 -18 19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=3.6250704981059885e-05 -0.000114229403313677 9.8761768486667014e-05 -0.0002402073074750936 -4.4453557920808812e-05 0.00013287719038825423 -7.4554861971286155e-05 -7.8174938464087339e-05 -1.3435190711430967e-05 -0.00010167226889459237 -7.3111744473091517e-05 -0.00018142602065223526 5.9447062093619528e-05 -8.5779648464284189e-05 0.0002529875824721072 -0.00021390879865562727 -8.5956427741618074e-05 -8.6454839956852061e-05 0.00038702759680937456 0.00016766261925521374 -0.001255741581558054 3.5266416939486055e-06 -0.00012758446099096115 -1.3601728638510072e-05 -0.00020140204669289987 -0.00030623065527948302 0.00078080133180607775 0.00021706829348255182 0.0020773862931249944 -0.0001748048593121889 8.7798326196291023e-05
leaf_count=5176 12318 6813 20987 18206 15403 12443 1372 55905 2737 2632 8807 9269 3650 1588 13125 19050 26330 683 653 34 47104 8168 26465 2164 7058 133 421 41 1771 31425
internal_value=0 -0.0637508 -0.131166 -0.00436131 0.00906441 0.0388012 -0.0799176 -0.0215353 -0.101609 0.122584 -0.10733 -0.0782917 0.0173592 0.125485 -0.117325 -0.147665 -0.0350979 -0.0101183 -0.258472 0.380879 -0.0357959 -0.0161152 0.0350344 0.0242269 -0.256898 -0.0484925 -0.0882138 0.49065 0.0724665 0.0905805
internal_count=361931 170579 80814 191352 161379 93789 29973 89765 59174 18035 27013 49246 75754 2960 37813 32637 82952 56622 21640 717 67590 55272 63311 11433 9928 2870 19512 462 36846 33196
shrinkage=0.000836755


Tree=1764
num_leaves=31
num_cat=0
split_feature=50 194 1426 728 694 1450 464 1449 80 1023 608 686 494 1256 776 1404 890 534 678 74 1319 1296 1151 1244 1029 407 959 852 567 902
split_gain=28.9621 52.9921 26.0203 25.7025 30.9638 29.7634 29.9843 31.2046 29.435 27.1845 27.8683 28.7118 26.6634 25.9299 25.7539 25.6654 24.0609 26.1279 30.3708 28.0308 23.9438 23.9045 34.1887 32.1411 31.277 28.5773 39.6856 29.5149 30.5542 29.8381
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3963709736238232 -0.49008176997875957 1.7728219641349714 5.5426090097491345 1.0000000180025095e-35 3.6725314242296441 -1.4992037477290523 5.5066796363144226 0.66665475971017707 1.321975669573771 1.1354208424312238 -0.70107214138764362 2.3433137484526747 1.0000000180025095e-35 -0.4085554837980378 1.0000000180025095e-35 0.34708990927187483 -1.8944378580611436 -1.1636675201312683 -0.43652631067203845 1.0000000180025095e-35 -0.57095125401788782 1.0000000180025095e-35 -1.2965003005540392 -1.2907225086880219 1.0747610123934368 2.5094887342694556 3.2986939041005705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 4 14 6 7 8 -5 10 12 -12 -10 -9 -1 -13 -3 -18 19 -19 -8 22 23 -2 -24 -23 -27 28 29 -28
right_child=21 2 -4 5 -6 -7 20 13 9 -11 11 15 -14 -15 -16 -17 17 18 -20 -21 -22 25 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00034759544930638807 -0.001204690431390019 -0.00040216270178592615 -0.00095945933672741577 -0.0039753402066998109 -0.0014053219371260191 0.006004838967361501 -0.0027763703994939182 0.0099763408859638147 -0.0010477424657727072 0.0059700631467524612 0.00021627790871189332 0.013181182603040281 -0.0026020733056578899 0.00072896704497756992 0.0056674386800341014 0.0011932433390976814 -3.8933274575397395e-07 0.0093533376336566217 0.0015310011523875903 0.00013806374791996919 0.0001572833693239299 -0.00039563792894495487 -0.00020082096974932565 -0.00021667394752988728 0.00061166028655510959 -0.00077618499833768625 0.00021840726430408372 0.0011048109763787083 0.0036286099730662154 0.0038956821541082766
leaf_count=9054 12674 25781 8196 2813 4498 126 1258 118 39611 103 1007 107 5066 274 273 132 39544 73 5646 11096 9773 19549 28130 27683 20304 9115 68941 10000 520 466
internal_value=0 -0.0363743 -0.00422493 -0.0960583 0.00101749 -0.123443 -0.127416 -0.162142 -0.170224 -0.157497 -0.162308 0.180056 -0.177106 0.507231 0.0721445 1.02716 0.00652989 0.0288673 0.101944 0.0296738 -0.0124595 0.0057411 -0.0224244 -0.071415 0.0182047 0.0269871 0.0418724 0.0551586 0.0393723 0.0353166
internal_count=361931 164549 90336 74213 13825 60388 60262 49231 48839 46026 45923 1246 44677 392 9327 239 82140 56359 16815 11169 11031 197382 88791 40357 48434 108591 89042 79927 69927 69407
shrinkage=0.00690165


Tree=1765
num_leaves=31
num_cat=0
split_feature=785 470 723 464 508 203 712 526 848 955 961 498 497 382 579 854 927 719 591 773 692 1221 566 719 1309 971 1116 1037 762 854
split_gain=60.1304 51.0113 54.6037 57.064 52.5306 48.4666 37.5403 36.3721 35.1876 37.255 33.7375 33.3693 34.2239 33.7774 32.6757 31.6586 31.8404 32.9607 31.5789 30.7379 37.7374 30.4743 33.1035 33.8084 29.8414 29.5357 29.4364 28.9649 29.7255 28.8131
threshold=-0.86283290253235112 1.0000000180025095e-35 -1.0570063487222232 1.0000000180025095e-35 0.93928964529742032 1.0605395091208547 -0.63779424894106762 2.3757057381457001 0.22474039559735945 -0.56067130660624642 1.0000000180025095e-35 1.9004659221911799 2.0895063784560848 1.0000000180025095e-35 0.38369638209385348 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 -0.73065235057769284 1.1635733792292526 -0.77827596917162645 1.9111042213368361 1.9839842507384622 1.0000000180025095e-35 1.0000000180025095e-35 -0.87707289916611197 -0.83251037477137524 -0.26178590505088833 -0.17307805582970934 0.6247898780741229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 5 -2 10 -1 11 9 26 27 12 14 19 21 -8 17 25 -6 20 -14 22 24 -24 -3 -17 -5 -4 -29 -19
right_child=1 7 3 8 18 -7 15 -9 -10 -11 -12 -13 13 -15 -16 16 -18 29 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00014315372491390606 -2.6678888723252326e-05 -6.8082135924220165e-05 -0.00016816479473620406 -0.00012570645544054986 0.0004444887221158112 -0.00028325229479008915 0.00026186902453606504 -0.00018018226629458575 -0.00012000147083405561 -5.5809887627336989e-05 -0.00026743619675865111 0.00010618394638499955 -5.8070553329631387e-05 -2.309367622348349e-05 2.070403286150533e-05 -0.00016469607468374436 0.00023047552662212447 -1.1525858808813075e-05 0.00010278140006510072 -6.021230870827727e-05 0.00028684495758405748 -0.00018185566268383822 0.00013909566828418401 -5.806470733474021e-05 2.7170302019965891e-06 0.00011144876950632476 9.5037860022198495e-05 -0.00014998068324461735 1.3926453586162603e-05 -0.00029012458704013168
leaf_count=3225 21300 66962 14910 2838 1150 15931 2530 6125 19839 35067 7780 7148 1296 6318 39276 1330 2923 5928 3654 1554 4231 5590 5927 5157 26899 12205 10796 8323 14301 1418
internal_value=0 -0.039483 -0.0739536 -0.0962407 0.0224291 -0.165597 0.0615926 -0.0157368 -0.0563886 -0.0255502 -0.128393 -0.0107983 -0.0175283 0.0814233 -0.0276027 0.086416 0.0626212 0.0344709 0.225023 0.179087 0.252258 -0.0476365 -0.0396673 0.0683331 -0.0539082 0.0992412 0.0679725 -0.099936 -0.0468168 -0.0739434
internal_count=361931 332372 155889 129785 26104 61245 29559 176483 68540 48701 45314 170358 163210 13399 149811 26334 23804 20881 4804 7081 5527 110535 104945 11084 93861 13535 13634 37534 22624 7346
shrinkage=0.000836755


Tree=1766
num_leaves=31
num_cat=0
split_feature=785 728 712 1431 771 852 692 1238 714 588 827 938 791 896 768 928 513 145 1237 519 861 43 647 590 1452 923 212 930 854 927
split_gain=84.5837 66.4631 45.6687 40.422 36.923 33.9295 42.805 35.264 32.8191 64.7424 49.051 45.9117 39.6726 43.8467 36.8449 36.7579 33.486 32.2064 31.3901 31.2886 34.0623 31.2379 31.1555 75.1901 30.5989 30.2512 30.2273 30.121 29.6571 32.2329
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 1.0099929608726099 1.4820751525130569 1.0747610123934368 -0.9958234641517435 1.6236383842237581 1.0000000180025095e-35 2.250834115212506 -0.36836247429892682 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.11605232161583447 -0.52992354128753727 1.0454229551509682 -0.5390624931521838 1.4298092310842805 0.65569131416984383 1.0000000180025095e-35 2.2744972866152193 -0.87782724458594241 0.58895901036483078 0.62995620057108082 -0.86449023226567734 -0.5038579570464764 1.0000000180025095e-35 -0.87473648844905705 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 8 -7 -8 10 11 24 12 13 15 17 -10 -11 -12 28 20 25 22 23 -3 -2 -14 -22 -15 -4 -30
right_child=1 21 18 -5 -6 6 7 -9 9 16 14 -13 19 27 -16 -17 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00014563574322341589 6.9291023819625117e-05 -7.6936496704451519e-05 0.00027909813566874591 -8.2476719395368391e-05 -0.00016879360886567219 -0.00013585749850501575 9.7041064821707878e-05 -0.00016767667365381731 6.041853696638076e-05 5.924381675859806e-05 0.00012490165431306129 -0.00010133160151988693 -0.00039236936069395224 -0.00023030296975622949 -9.1748394183661491e-05 -5.810970915708321e-05 0.00033120351914029376 -2.5206911156190779e-05 -0.00012993236310251583 0.00016646420224695994 -7.5384247196681956e-05 -0.0002922670609235638 -8.5177658348457782e-05 0.00038293418714959723 0.00027530431520473718 -4.0322457211842142e-05 0.00013341734293197149 -7.311301342591407e-05 5.5578127581507515e-05 0.00025760868766504924
leaf_count=3225 10399 4660 2402 35150 4703 3376 19066 2059 14109 5877 6880 35241 1008 5232 12853 17463 1498 11405 1892 4180 3127 4157 89769 1349 2555 8951 7158 20147 19315 2725
internal_value=0 -0.0445002 0.0750637 -0.0255915 -0.0143666 -0.00974197 0.0631386 0.0966386 -0.0214118 -0.0399652 0.030029 -0.05396 -0.0268116 -0.0581261 -0.0185532 -0.0055582 0.14309 0.0423227 0.102346 0.0474898 0.00868419 -0.100708 -0.0931539 0.0664933 0.140797 -0.0912661 0.0924962 -0.12766 0.122486 0.0984154
internal_count=361931 332372 29559 232437 197287 192584 24501 21125 168083 123991 44092 116616 81375 56951 31138 31572 7375 18285 26334 24424 20244 99935 95778 6009 12954 9959 10285 25379 24442 22040
shrinkage=0.000804263


Tree=1767
num_leaves=31
num_cat=0
split_feature=785 728 728 1431 852 727 923 539 279 346 784 21 620 815 694 1051 647 590 846 146 138 1452 1384 1449 1236 142 1225 1154 834 353
split_gain=59.5484 53.5716 41.08 38.3896 33.1908 41.8201 47.8434 38.3091 32.7375 31.2763 33.3354 31.1505 31.777 29.9256 32.4392 29.3903 28.7083 76.2027 28.2967 27.9016 36.5015 27.7337 26.3251 26.2052 26.1055 25.9358 25.9208 27.1159 26.9801 25.8468
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 0.6695026854463163 -0.99038483963279578 2.4847975134223916 0.9594655836162902 1.0000000180025095e-35 0.16760437365778322 1.6638054002796892 1.2342127532274445 3.5926503781727646 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 2.2368666814773395 -1.0321883268519072 3.3900475580725948 -0.59449999692908395 0.74561756370782817 -0.66443602000037905 0.093087694967678575 1.0000000180025095e-35 1.0000000180025095e-35 1.4479189286668166 0.63280207191488913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 13 21 15 -6 10 -10 12 24 14 -2 29 17 -3 -18 -20 -21 -7 -17 26 -4 -26 27 -13 -28 -8
right_child=1 16 11 -5 8 6 7 -9 9 -11 -12 23 -14 -15 -16 22 18 -19 19 20 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00015036369724786289 0.00013653554849392188 -8.6421897593527165e-05 -5.1695149506315076e-05 -8.4656926965557072e-05 -7.7708429584628824e-05 -0.0003201748448896597 -0.00012334961872402281 2.7966622345294127e-05 8.3892771597988657e-06 -0.00022394172047827561 9.3217514960478053e-05 5.495559622688725e-05 -0.00013113498166639461 -0.00019527255137385429 -1.7185266622749468e-05 0.0013349025069700252 -3.4345100806406697e-05 0.00041064810052792616 -0.00012475184695824137 0.00077366341485667729 2.2274661111258177e-06 0.00080882427971823683 -0.00037346310835432685 0.00032637802992443603 0.00028612445454676477 -6.7896329027252113e-06 -1.8902797847154784e-05 0.00024263436757740244 -0.00075223082111366014 -2.2341021968488836e-07
leaf_count=3396 8468 4821 3178 35150 16097 3650 31758 12498 80367 2138 18861 5741 3800 1826 12935 87 29774 1384 62243 277 1436 68 55 2174 2455 1699 1958 4969 189 8479
internal_value=0 -0.0390433 0.0615775 -0.0220632 -0.0111158 -0.0476824 -0.0819253 -0.064444 0.0111776 0.0240635 0.029023 0.0885725 0.0050454 0.031513 0.0566424 -0.103826 -0.0897021 0.062203 -0.10179 -0.133134 0.15165 -0.336136 0.873611 0.152608 0.0858104 0.193861 0.116849 0.160053 -0.0944207 -0.108028
internal_count=361931 332372 29559 232437 197287 79824 56595 52877 117463 101366 99228 26163 11132 23229 21403 40379 99935 6205 93730 63956 1713 3718 142 15031 7332 4154 12857 10710 2147 40237
shrinkage=0.00087056


Tree=1768
num_leaves=31
num_cat=0
split_feature=785 728 728 125 395 703 1047 921 718 651 588 126 377 513 716 858 997 968 912 296 689 1209 513 911 21 338 1097 1044 583 1465
split_gain=77.9477 56.7627 44.9119 41.5505 66.5444 36.2017 33.4092 33.1454 35.8697 42.3279 41.3359 43.8273 52.3097 37.9596 34.5338 39.9592 35.1265 42.1798 34.1418 41.6913 33.7705 47.035 34.948 31.7122 31.3658 31.2231 36.9822 30.3918 32.4508 29.5743
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 -0.72620415049764853 0.62154522891879982 1.0159173274103563 1.1107569744011787 2.250834115212506 1.0000000180025095e-35 1.4210717172751071 1.0454229551509682 0.39849607246918939 1.0825608069246189 1.2208093854130835 0.28332443426289666 1.9448114091673692 -0.55572005815129011 -0.4288425582216272 0.6851534687528501 1.0454229551509682 1.1364642170254908 1.0000000180025095e-35 -0.98257908251360637 -1.2571877020351898 0.62237472978279051 -0.55326332990463356 -0.51322729858334903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 -5 -2 8 10 20 11 18 -13 -12 15 16 17 -9 19 -7 -10 22 27 -15 25 -4 -27 28 -22 -28
right_child=1 -3 24 5 -6 7 -8 14 9 -11 13 12 -14 23 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.00015051773131661693 -0.00025331826497716536 -8.1213389033422511e-05 -0.00016380131740530225 -0.000139992637779454 -1.0548420528799513e-05 -4.626710332914582e-06 -9.2361444424595113e-05 5.3268631932448967e-07 -2.6460672040210618e-05 -0.00016590269649596097 3.3133771486645811e-05 -1.1710104983310378e-05 0.00025630981095536306 0.0004473339156139029 -8.2650181767893573e-05 -0.00014442350461325455 0.00034310546586173159 0.0002124705110976053 0.00017338782812213274 -0.00013974363365457831 0.00038554157064501376 0.00039472293655314658 -0.00015676396635300652 -0.00016809229644338826 0.00014873217199489659 -0.00022780988339584157 -3.7925817783618703e-05 -8.2706265225653496e-05 0.00010835883518513699 0.00020835109699968572
leaf_count=3396 11071 99935 2603 7397 53960 12749 37912 6730 5365 2565 7024 27792 2740 1406 4106 1839 2489 6115 1674 26639 2149 2153 1649 324 15031 1238 2610 1966 4623 4681
internal_value=0 -0.0393851 0.0754559 -0.0219191 -0.0592638 0.00188848 -0.13645 0.00983914 -0.0064567 0.0734647 -0.0265621 -0.0441845 0.0130911 0.104949 0.0846592 0.124622 0.159665 0.115874 -0.0928352 -0.10677 0.109706 0.171169 0.108233 0.371242 0.103539 0.0198092 0.0800685 0.163455 0.227086 0.136158
internal_count=361931 332372 29559 232437 102943 129494 48983 122097 100818 20470 80348 71594 30532 8754 21279 17173 15334 12845 41062 39388 17905 12540 10387 1730 26163 11132 8529 8738 6772 7291
shrinkage=0.000887971


Tree=1769
num_leaves=31
num_cat=0
split_feature=43 862 785 692 579 706 498 564 290 662 519 728 591 379 422 21 1362 1193 1464 389 654 507 348 150 318 1453 1466 1459 194 1024
split_gain=29.8423 29.0806 29.5056 27.9853 27.944 38.6547 36.4399 75.618 41.481 33.8683 31.1027 42.4668 35.4412 41.6366 29.8165 27.3534 34.3201 28.6132 28.4971 25.9138 24.2401 23.8599 23.8412 23.7624 23.6263 23.6147 24.8608 32.7813 23.7666 29.4602
threshold=1.0000000180025095e-35 -0.97446007815901359 -0.86283290253235112 -0.76344318542298206 1.0000000180025095e-35 -0.1721380915459165 1.5674918557501278 1.8888677277813357 1.4461446259897515 -0.58271687606615485 2.1420547332082829 -0.49008176997875957 -0.73065235057769284 1.0000000180025095e-35 0.88002297506182192 -0.32341995197817647 1.8627633281097242 -0.49232983172778849 1.5430059779684882 2.0012238438612475 2.1031908482322286 1.0941628986121894 0.7640998761824439 0.83988383310198145 2.3237288449655509 1.1343281912642689 -0.44769707068251413 5.2231851033232575 1.0000000180025095e-35 2.3389399539002458
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 22 6 21 10 8 -8 -7 15 -12 -13 -14 -10 16 17 -4 24 -9 -17 -6 -3 -11 -19 28 -27 -28 29 -2
right_child=25 2 4 -5 5 9 7 19 14 23 11 12 13 -15 -16 20 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00086430416983100233 -0.00097926383983989334 -0.0013434091966827426 0.00048732545391667772 0.00069705244042476955 0.0003694625468882674 0.0006374101615316543 -0.00026559576443708235 0.0036994979001142747 0.0033594752385400968 -0.0001566095903429755 -0.0014582403090357345 0.0026647895838090617 0.0014687731698400212 -0.00062950871742598047 -0.0021898681391447207 -0.00053234142977635966 -0.0018229506309590505 -0.00041659396699039817 0.0013068172282241094 -0.010665217892432206 0.00082541000518549944 0.0014353108297101322 0.0020356687556115599 -0.0011480822307612497 0.0027538819503322457 -0.00077734065483028652 0.0014239895343920372 -0.0063402493229459053 -0.0002353638380545773 0.0028593993966923798
leaf_count=11263 31156 2788 21997 20425 33273 9632 8934 1532 1048 29816 1921 1761 3794 3576 219 77078 3792 35270 2628 28 3118 4897 508 7228 628 2658 4050 136 36053 724
internal_value=0 -0.00263772 0.00152224 0.0738985 -0.00601569 0.0264582 -0.0235838 0.0935705 0.0199666 -0.0190891 -0.0333695 0.0716719 0.12917 0.066675 0.356019 -0.0434632 -0.0057817 0.00584005 -0.034458 0.512851 -0.0705865 0.0758121 -0.114494 -0.0525181 -0.0532351 -0.0581047 0.069789 0.174504 -0.0738363 -0.132066
internal_count=361931 287154 275891 23721 252170 84846 167324 11761 10201 46676 155563 11052 9131 7370 1267 144511 64315 60523 38526 1560 80196 38170 3296 37044 35898 74777 6844 4186 67933 31880
shrinkage=0.00676632


Tree=1770
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 462 846 1456 785 49 1451 1458 1449 1464 1458 1428 1441 1449 1449 1468 1459 1461 1449 1467 1467 1449 1459 21 1467 1462 419 1457
split_gain=29.8347 60.7945 42.6502 27.4722 39.6429 28.0954 35.5137 32.7869 34.5814 34.1207 32.2346 35.4082 33.4447 31.7114 48.8747 30.4144 37.7872 48.2171 53.318 40.9219 37.862 39.3123 48.3288 33.812 33.654 33.4426 32.4671 32.2349 31.8806 31.6713
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.9321621796069277 -0.3021170497781272 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -0.24866297318789465 -0.016166165498515375 -0.28903415273037497 -0.26622605535981053 0.75803698021777388 1.0000000180025095e-35 1.7193014468115779 -0.24052749074957577 -0.4886477565438177 2.0793728249637273 0.92788542500031268 1.6859053074631882 -0.59874495545244111 -0.48833496455175684 -0.51158205547036639 -0.46216742339022565 -0.088205869773288079 -0.32341995197817647 -0.30623595977454926 0.79865288842650972 -0.85587221877268205 -0.43873611265764639
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -2 8 -7 -10 11 12 -11 15 -15 16 20 18 19 23 21 22 28 26 -19 -23 -18 -22 -8 -27
right_child=3 -3 -4 4 -6 7 13 -9 9 10 -12 -13 -14 14 -16 -17 17 24 -20 -21 27 25 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00089803550669877239 0.0009807079060712362 -1.4678745149951814e-06 -0.00080376344939882282 0.00012977422119402234 -0.0019482085714175839 -0.00060509841727488358 -0.00099105797376772427 -0.00084681334862134964 5.7713840183989155e-05 0.00667867875797175 0.0027902836474649638 -0.0024803247448635063 -0.0021564783877304752 -0.0001603625620536061 -0.0027425218791023971 -2.9656354468617949e-05 0.0054913939211330047 1.849228586895675e-06 0.003680852684359478 -0.0037385642722667632 -0.00055465125765122802 0.00084331884863518764 0.0077509974866711061 0.00053571986676928464 0.0067882307130815635 0.0003537896886566286 0.00020659134064588214 -0.0051809287275148292 0.001448087527533954 -0.0012813932001606218
leaf_count=3304 11669 89389 71413 5357 4756 9453 1688 17745 7435 227 2461 752 173 35119 2258 49348 635 240 1327 522 6609 7990 224 11480 498 5288 493 439 8049 5590
internal_value=0 -0.0366449 -0.0962377 0.00601093 -0.113262 0.0118315 0.0252089 -0.0438322 0.0148241 0.0977692 0.265637 -0.0466647 0.450541 0.0149773 -0.0424863 0.0347452 0.072331 0.16425 0.134339 0.0881283 0.0334449 0.0673507 0.177635 0.11303 0.677182 0.00854447 0.471885 -0.116871 0.152809 -0.0674906
internal_count=361931 164106 74717 197825 10113 187712 149466 38246 20501 11048 3613 1152 400 137797 37377 100420 51072 15195 14457 13130 35877 28829 9961 12608 738 18868 1128 7048 9737 10878
shrinkage=0.00703968


Tree=1771
num_leaves=31
num_cat=0
split_feature=476 1235 785 1467 595 1176 332 257 1002 713 705 487 1454 541 891 205 1466 1465 1452 1469 21 651 625 893 899 215 965 955 865 1454
split_gain=64.989 66.709 55.3639 46.1266 42.1997 41.1459 40.3226 59.562 42.9034 38.3927 38.199 37.3705 36.6722 35.5535 34.0584 33.6645 36.7226 33.5168 33.2172 35.3388 31.8456 31.7179 31.4566 30.2838 32.7874 32.1102 29.4868 29.4038 37.2201 28.362
threshold=-1.0099296266851885 -1.24934742919911 -0.86283290253235112 4.0242090356330973 2.3732793974093203 -0.54948467686383295 1.0000000180025095e-35 1.0000000180025095e-35 0.69854289147193727 1.0000000180025095e-35 0.9500464794385356 0.35570349484642388 -0.91909735138557946 -0.55676187874653171 -0.33672929813836994 1.0000000180025095e-35 -0.35193789771552797 -0.40523020188868136 0.55483083833984748 0.078137871353226335 -2.9709283393608152 1.1107569744011787 -0.62240508625585 1.3799317331127356 -0.1095558546305863 -1.0377781859412452 1.1499880566851084 -0.56067130660624642 1.0000000180025095e-35 -0.98478334500156417
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 9 5 6 -2 7 14 10 -3 23 13 29 -1 -4 16 -16 18 -11 -20 -13 26 -22 24 -8 -26 -10 28 -14 -9
right_child=1 2 4 -5 -6 -7 8 12 21 17 -12 20 27 -15 15 -17 -18 -19 19 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.6871682310262199e-05 -0.00018728318373179397 -0.00017706849966653843 -0.00014336893638360534 0.00049254096960830366 -0.0001885079697878492 -4.5219633973404368e-05 -2.3894564037007603e-05 -8.9614071354081524e-05 -7.1139662069971978e-05 6.864881482830468e-05 0.00010621650176523602 0.0006617496346552821 -5.4601429511163236e-05 -9.3711312873612134e-05 7.5287681978478043e-05 0.00015364205686126223 -0.00026404656308928515 0.00017209573054309426 -9.5298972699047333e-05 -0.00084469685884417355 -5.1546622236711969e-05 -0.00025782272500345321 -0.00019974754897811976 -9.7788122224437961e-05 -0.00016269962499704528 8.1430932255200945e-05 0.00016937679741356693 -4.2137949792805643e-05 0.00014872124949487115 0.00047577648501781217
leaf_count=21047 19858 1975 35748 443 7653 21559 25904 546 11917 6987 17985 168 5584 37166 3270 3535 3570 12849 1024 301 11176 2736 26999 9726 2248 28776 2030 30777 7386 988
internal_value=0 -0.0165489 -0.00303014 -0.108332 -0.0150417 -0.11858 -0.00980827 -0.0471 0.0167855 0.0953297 0.0358008 -0.0905819 0.00269076 -0.0543892 -0.117778 0.0024003 -0.111742 0.121215 0.017175 -0.286837 -0.158456 -0.0782796 -0.165227 0.012094 0.0285588 0.0728557 -0.0394303 -0.00868418 0.0723126 0.327361
internal_count=361931 265375 223515 41860 200379 41417 192726 91404 101322 23136 84639 96556 45281 58213 46123 10375 6840 21161 8312 1325 38343 16683 38175 66654 56928 31024 13947 43747 12970 1534
shrinkage=0.000905731


Tree=1772
num_leaves=31
num_cat=0
split_feature=733 1048 1312 846 795 635 705 600 417 702 365 3 192 1463 180 1320 906 623 1326 396 434 1077 737 1322 567 982 907 1391 140 572
split_gain=29.107 28.1101 27.2668 26.9117 28.4754 33.3106 42.783 29.2106 28.8023 26.7143 26.8088 27.0257 25.8764 28.0067 28.3317 27.0997 25.7927 25.2062 24.8228 24.7194 24.6929 24.6405 32.8147 24.0434 31.1167 22.9684 26.5463 22.9574 22.7851 24.2912
threshold=1.0000000180025095e-35 -1.0627241715616391 0.31519285594324048 0.65091154113977889 -0.29258408639884992 -1.0883698621170246 1.3055253477929336 3.5873979600380177 -0.013500127260803059 0.83871633330822193 -0.49577940125544523 1.9683635008263507 -0.43085510457888271 0.017504712771633606 2.1624324425259172 0.24793093517802081 -1.43490481160448 -1.9045970340857907 2.15724710703013 1.1096329385457746 3.976297131194428 1.0000000180025095e-35 0.52953867530939236 -0.14076420486793959 1.6203737856679579 2.0650919115330848 -0.92288061249203313 2.2608299161800152 -0.84835536913869791 -1.2237178158119233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 16 4 5 -3 7 8 -7 12 11 -11 13 14 -6 -16 27 -14 -18 -1 -15 -4 -23 -19 -25 26 -24 -2 29 -5
right_child=2 3 21 28 9 6 -8 -9 -10 10 -12 -13 17 20 15 -17 18 23 -20 -21 -22 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00032045043202404339 0.0017575775426064187 -0.00077811124760159217 -0.0018911263423329904 0.0032909447879546335 -0.00071479855974601202 -3.6215026911198324e-06 0.0016513365299932724 -0.0042507307503491815 0.00062933896396279892 -5.6407435289664872e-05 -0.00092120567180707538 0.0039162230047360812 -0.006053834158950301 0.00028318828698144883 0.00044258618119420506 0.0071395037340190011 -0.0003689768140867059 -7.2356413204966035e-05 0.0023236583346411149 -0.0017612711233780231 0.008853292685910041 -0.0010507431931627037 -0.0033902089045095055 0.00051096619130341025 0.0024939136842367479 0.0088988992982354798 0.0019315428986223545 0.018307740653895576 -0.00020622030499178241 -0.0016494262022151093
leaf_count=30581 1628 8651 8894 355 23883 39926 7089 464 40792 10967 17717 444 223 13906 606 260 47121 20948 1104 6166 93 10121 508 24730 2189 122 2237 32 32986 7188
internal_value=0 -0.00235627 -0.0586832 0.00524344 0.0146247 0.0426563 0.0542953 0.0398994 0.0428068 -0.00872881 -0.0660692 0.0147225 0.0109049 -0.0324586 -0.0793562 0.328025 -0.0281102 0.0446633 -0.0390237 -0.0676949 0.044722 -0.140143 -0.0638064 0.0476856 0.0901438 0.189187 0.130004 0.26877 -0.0513246 -0.181513
internal_count=361931 290164 71767 253417 212888 96922 88271 81182 80718 115966 29128 11411 86838 38748 24749 866 49885 48090 48225 36747 13999 21882 12988 47867 26919 2867 2745 1660 40529 7543
shrinkage=0.00761998


Tree=1773
num_leaves=31
num_cat=0
split_feature=728 659 625 1176 526 744 135 1437 705 276 995 921 21 771 990 921 859 49 772 554 84 1320 358 914 539 886 148 1306 768 904
split_gain=28.7048 29.5186 28.4594 34.4513 29.3913 25.9238 24.0551 24.3328 25.2671 34.6276 34.1504 41.0338 31.3288 30.7156 35.0037 33.9484 27.332 26.7265 24.4822 23.8196 28.3277 24.1906 27.4231 23.803 24.1908 25.5454 23.5723 23.3723 23.2637 25.966
threshold=1.0000000180025095e-35 0.62821384419828064 1.3252658997982083 -1.5478165694957997 2.3757057381457001 1.3025484894158337 -1.3946603837892411 3.5253024523165304 0.51747580830848527 -1.7992513376678743 0.38845619602581155 0.62154522891879982 -0.70163543588998201 1.8821439160418587 0.22046490535518015 1.0525743831388839 -0.54135187694831066 1.0000000180025095e-35 -1.2292260669193127 0.93117135704300669 0.34185473275369077 0.16309642088655121 2.1541820839379349 -0.36225144968712647 2.6492187062739894 1.0000000180025095e-35 -1.5194332932901433 1.8788488985925911 -0.56703583262240842 -1.0827682184680809
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -2 -1 8 12 -10 13 18 19 14 -11 27 -13 23 -12 20 21 -8 26 24 25 -14 -23 -16 29 -5
right_child=5 -3 3 28 -6 -7 7 -9 9 10 11 16 17 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00032930465276207946 -0.00043638241587089574 -0.00039067947891405078 -0.0033622000811214009 0.0026628146916348812 -0.001101390858125475 0.00038951919675549054 0.0011987057287200489 -0.0019889883176668647 -0.0037873199162905178 -0.00015706547649054774 -0.001772949078288396 0.0043538346852353823 6.4053496846354157e-05 0.0014237801991263874 0.00049730690223621574 0.0019947544210708506 0.0015093611131514516 -0.00054710163119536597 0.00092992381922218145 0.0016133152373126794 -0.00063465366296390003 0.0058957256267588957 0.0085674625515528013 0.00049395680890598097 -0.0029885116378886925 -0.0018911351540372226 -0.00051718051907673527 -0.0024744811537645616 -0.00076538846064901555 -1.8007378159337905e-05
leaf_count=25579 98011 41024 1690 1076 6625 11079 8769 1122 564 27551 1165 1227 13031 6072 16747 3561 1943 23488 10754 4225 5796 159 82 20271 666 1891 5423 891 14559 6890
internal_value=0 0.00123153 0.0118183 -0.0669714 0.0203977 -0.045904 0.0248522 0.0340416 0.0364295 0.0662368 0.0700818 0.162627 0.0103562 0.0455983 0.02872 0.0931845 0.372235 -0.0163944 0.100542 0.0778887 0.0449099 0.0978047 -0.0238449 0.0195867 -0.0427911 -0.0238476 -0.0454636 0.0542198 -0.0462046 0.0517985
internal_count=361931 252841 211817 24215 187602 109090 180977 155398 154276 70475 69911 15089 83801 54822 48750 21199 3170 59347 11919 24454 20229 14433 5664 35859 15588 14922 5582 17638 22525 7966
shrinkage=0.00718047


Tree=1774
num_leaves=31
num_cat=0
split_feature=1442 752 1237 795 705 1457 633 854 797 784 1445 590 272 771 432 852 1396 1466 701 762 1470 628 677 568 1460 1392 1268 770 1329 774
split_gain=68.3905 75.321 57.072 49.8871 42.952 42.5225 40.9553 39.2121 78.8807 54.3574 38.9126 36.1571 34.0256 32.1808 32.0445 32.0306 31.7925 31.7268 31.6781 29.3462 29.4427 28.8139 28.7676 32.4058 28.6905 28.4539 28.4376 28.237 28.2137 27.7625
threshold=-1.2625182715263061 -1.0752335520519363 0.5723095224056084 -0.29258408639884992 1.2284335450172812 1.2180895490156352 1.7407312976543683 -0.87473648844905705 0.63961785378869596 0.9594655836162902 1.6380901172106308 0.58895901036483078 1.3643217266306855 0.75179090162714879 -0.50162633948236224 1.0747610123934368 1.0399185364295171 0.43316319964305666 0.84289592610859465 -0.26213225687690506 -1.1180593953756421 -0.20067093106582889 1.0000000180025095e-35 1.891802923094746 2.3001073513155119 -0.56406248815770799 1.8261795017836366 -1.5578261481462137 0.15171680011594094 1.3233950244699619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 19 3 4 6 17 12 8 -5 13 16 -8 15 -9 -12 22 25 -4 24 -2 -21 27 23 -3 -19 -1 29 -17 -14 -6
right_child=1 2 5 7 26 -7 11 9 -10 -11 14 -13 28 -15 -16 21 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.1990211955359249e-05 -0.00014357358021662684 6.3211349385278953e-06 -0.00014182605575501696 -5.0390559825588776e-05 0.00019581284397673368 0.00013357050298537821 -0.00017653181400610515 -3.4834646280067506e-05 0.00028469028458336532 5.4929279996709848e-05 -5.8794365874555289e-05 0.00013382608879335109 -2.5343476426054721e-06 -0.00013209745921652192 -0.00023263831590726681 -0.00058294399977255505 -0.00021998716118868978 5.4038782882894844e-05 -0.00024917487081548131 0.00018370920850682267 -6.4943928933287474e-05 4.1410209883276853e-05 7.9683521616942716e-05 -0.00032347396408755335 0.00062503596471049315 2.2321899750630262e-05 -0.00029426075865929307 0.00029015816433229495 -0.00024909818407864768 -0.00034143366253793709
leaf_count=30523 30368 24769 26427 6020 9821 3057 6133 57572 3937 19991 9383 1706 6687 16946 17064 149 5375 4440 1489 2098 19094 3606 26778 1310 335 18777 510 4193 2999 374
internal_value=0 -0.0178286 -0.00268055 0.0106468 0.0479931 -0.0923274 0.0304238 -0.0214742 0.103149 -0.0355477 -0.09813 -0.118275 0.0467265 -0.0633267 -0.187547 0.0639222 -0.0648826 -0.120661 0.0260624 -0.106772 -0.0410861 0.186205 0.0444416 -0.0103172 0.11481 -0.0466606 0.175129 0.297935 -0.0832372 0.199177
internal_count=361931 280809 229249 193501 89035 35748 78330 104466 9957 94509 81122 7839 70491 74518 26447 60805 54675 32691 6264 51560 21192 7948 52857 26079 4775 49300 10705 4342 9686 10195
shrinkage=0.000887971


Tree=1775
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 712 12 1449 712 1430 651 578 1243 962 1235 232 232 819 1329 1256 706 736 1012 508 354 175 553 1079 981
split_gain=69.2697 54.3705 106.641 54.2466 52.0039 47.7631 40.0155 36.9076 35.7106 35.4979 32.9151 31.5214 30.91 30.6191 30.2022 29.9102 29.8156 29.5758 28.5425 28.5293 28.2429 27.3529 30.7781 26.4726 26.2498 29.313 26.9952 27.375 26.2434 26.1126
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.63779424894106762 -0.59727736220901595 0.74561756370782817 -0.63779424894106762 4.2254883379486126 1.1107569744011787 -0.87905496296652397 0.14000445396469943 0.78457125397875782 -1.24934742919911 0.92584771804271815 0.46230557827731739 1.0000000180025095e-35 -0.49231473385671448 -0.18964720080241573 -0.3535015761321067 1.0000000180025095e-35 1.4711245761114824 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35 -0.40557632866038712 3.0729769241839433 -0.38896401988591511
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 13 7 8 -1 -5 9 29 -11 23 -8 15 17 -3 24 20 19 -15 -14 -4 -23 -6 25 26 -9 -28 -24 -2
right_child=1 3 21 4 11 -7 12 16 -10 10 -12 -13 14 18 -16 -17 -18 -19 -20 -21 -22 22 28 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00015636987465802117 -0.00019069476190605142 -8.7186606858249242e-05 2.5527590850239907e-05 -4.5450032721092431e-05 -7.6947949210994901e-05 -0.00027869940352407427 0.00026576241564962475 0.00019595785994448508 2.5699498746827711e-05 -0.00018040119520829618 0.00086940737519706969 -0.00036206865969820395 -3.3865451570790813e-05 1.523270402186025e-05 -8.2698717486742463e-05 5.695229531173506e-06 -5.169206318910856e-05 0.00024506830452658199 -0.00023517576012876319 -0.00010871310678444432 0.00013831959340249395 -1.599184634965346e-05 -0.00013601182154795313 0.0005468838881805422 -3.6382372976446438e-05 0.00038310350385774316 0.00016487548937761643 -4.978254740226627e-06 0.00063616530074682236 0.00010343224603816732
leaf_count=3225 2463 21458 30816 9440 4692 20329 3439 9671 7886 38294 97 1384 6777 13044 4332 63830 4378 4047 6495 23141 7739 32414 19120 257 3544 1669 5574 8033 163 4180
internal_value=0 -0.0372985 -0.0728334 -0.0127391 0.0439109 -0.157404 0.0710796 0.070579 -0.122197 -0.153689 -0.189557 -0.124387 0.0966393 -0.0387324 0.0691578 -0.0155285 0.101387 0.106136 -0.0909873 -0.0685164 0.0616148 -0.023308 -0.056748 -0.0500443 0.125206 0.148288 0.13013 0.0720867 -0.137254 0.00472845
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 45034 38391 6333 26334 127968 22895 85288 32869 18563 42680 36185 14516 82513 51697 4949 28491 24947 23278 13607 19283 6643
shrinkage=0.000923845


Tree=1776
num_leaves=31
num_cat=0
split_feature=253 785 1442 478 959 729 401 459 2 471 497 376 1469 416 1470 804 143 997 705 1452 840 1452 1465 1465 1468 1386 1450 1224 143 83
split_gain=73.4436 54.1086 50.6813 41.1907 39.2817 36.2037 32.5962 33.1759 37.4488 32.5535 31.3866 36.9724 29.9894 32.1392 31.4236 33.2027 29.2498 31.9267 32.9423 28.6685 28.5169 28.3875 31.8401 27.5253 27.3912 26.7694 26.7418 26.1025 25.8704 25.8563
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.962738934255707 2.2403807688518929 -0.68169868102075137 0.75637635299260908 1.0000000180025095e-35 0.45971323088519633 3.2235193044207455 1.0000000180025095e-35 -0.50504496282864053 1.2189113891555967 -0.48837130887337593 -1.4409399056294208 0.22229707940546359 2.2521318533151415 -0.72319605263816955 1.2208093854130835 0.53032444210442742 1.434259801303694 0.030736720244705276 1.434259801303694 1.4537820900595428 1.9404364142468602 0.35527105212377691 -1.8196122076208892 -0.43796921585269916 1.0000000180025095e-35 -0.93973967921357671 0.25697365764590069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 26 4 27 10 7 8 29 -7 -3 12 13 -12 15 -15 25 -18 -19 20 -1 24 -23 -21 28 -13 -2 -4 -14 -6
right_child=2 5 3 -5 6 9 -8 -9 -10 -11 11 16 21 14 -16 -17 17 18 -20 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.1402552830508459e-05 -0.00022447312294174355 -5.1072825561456777e-05 -5.413861078307205e-05 -0.00022281043827464608 -0.00016754355218572711 -0.00010733350738207072 3.0535463733859843e-05 5.3613058827606811e-05 0.0012813495361523254 -7.9741083441394972e-06 -0.00030713541489175278 0.001578067313633308 -0.00021077177165250356 8.7879777383825501e-05 -7.9707477934467445e-06 0.00044282514655097772 0.00010588663363397983 0.00011356324497052401 0.00064942028812887964 -0.00032335808935909466 0.00016977921192798959 -0.00037345361586682167 0.00047992374219146453 0.0005194298664034908 6.2882661051067386e-05 -7.6922720424478096e-05 -0.00010100215380975823 -0.00021494705303523728 -3.2773378545443546e-05 2.9196861576552887e-06
leaf_count=8938 15698 46463 12216 7266 15555 40790 29279 6854 67 24584 1092 33 3920 14265 16382 898 9460 919 839 1057 10385 1667 155 171 10440 3525 27950 9755 35822 5486
internal_value=0 -0.0133387 -0.0829461 -0.0529539 -0.039651 -0.0244753 -0.0119481 -0.0734687 -0.124057 -0.0733151 -0.00693228 0.0134818 -0.00328281 0.0451804 0.0561669 0.121522 0.113704 0.165843 0.433375 0.0905093 0.110376 -0.0361079 -0.309233 -0.227943 -0.0268603 -0.0641963 -0.158308 -0.134148 -0.0530281 -0.130858
internal_count=361931 231805 130126 86478 79212 211254 57241 27962 21108 65374 145880 99417 84641 32637 31545 15163 14776 11218 1758 20551 19323 52004 1822 1228 50182 3558 43648 21971 39742 21041
shrinkage=0.000905731


Tree=1777
num_leaves=31
num_cat=0
split_feature=470 395 592 1085 223 828 627 771 348 762 582 551 1329 1425 785 565 61 1160 710 1124 919 957 911 488 832 774 1465 1179 625 1193
split_gain=29.7761 47.6271 34.4034 31.7126 28.4566 29.0812 27.7763 25.9539 25.3291 27.4752 25.1324 27.7442 27.5528 26.0727 25.93 24.8321 28.713 24.5347 23.9022 23.4512 30.6705 24.7245 23.3748 23.1616 27.1253 25.4674 24.8034 26.041 25.5049 24.1394
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.59494694347224619 3.5775253332674297 1.568233825846985 -1.2383325475006692 -1.102978244907326 2.6410045071798245 0.050041508491608759 2.267816636509338 2.1384355827858248 0.70075070563467123 -0.011185293771260176 1.1710607803345987 -0.86283290253235112 -0.16234298509129871 1.0000000180025095e-35 0.68536004617275303 2.639808918100857 -0.71978248252706023 -1.3785524881297226 1.0000000180025095e-35 0.82596519252883915 -0.92976555036887942 -0.55570228183368064 -1.2529005394002142 0.37973282798721492 0.91432328348530545 -0.48062060834386883 0.6738807822468188
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 18 -1 -6 -7 17 12 -12 14 15 -2 19 -17 -10 -4 20 -14 -21 -13 -3 -25 -26 -27 28 -28 -30
right_child=10 23 3 -5 7 8 -8 -9 9 -11 11 22 13 -15 -16 16 -18 -19 -20 21 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-0.0034384918936356426 0.0010311828172632465 -0.00071885413243500762 -0.0032560916207641263 0.0085310193420017368 -0.0026238441211464225 -0.001069649105910425 0.00035362109417178401 0.005283611742228027 -0.0005681880693640584 0.0034080734404814596 -0.0012243535578210069 0.0014683806748258736 0.017099280196823479 0.00079711056930367936 0.00015775372635918125 0.00033950231700120701 -0.00081317018197169411 0.0013359945811589734 0.003164272030532757 -0.00074973337235637418 0.00035491729907070283 -0.0025237725252529489 -0.0020033178671217491 0.00049710040971535007 -0.0015743184514045219 -0.00027130426776425081 -0.00021577228608610108 -0.0012409147636121612 0.0022102183551647309 -0.00085743753602164434
leaf_count=1044 9836 13980 3873 81 5549 33621 13851 108 19789 589 7949 2062 35 5877 112942 19049 9056 2250 281 16734 3725 3427 660 25993 4096 35779 2694 1658 4407 936
internal_value=0 -0.0364447 -0.0886722 -0.117659 -0.120614 -0.103364 0.0216042 -0.314638 -0.0889622 -0.0258012 0.00615858 -0.0966181 0.0123485 -0.0284961 0.0304525 -0.0453485 -0.001534 -0.0424859 -0.36198 -0.101048 0.0672682 -0.132149 0.0871586 -0.00394125 0.0105719 -0.0218602 -0.00760846 0.0906026 0.141582 0.231704
internal_count=361931 170579 81036 66141 66060 60403 14895 5657 56249 22628 191352 10671 180681 57903 122778 52026 28105 22039 4154 23921 3760 20161 2722 89543 75563 49570 45474 9695 8037 5343
shrinkage=0.00747057


Tree=1778
num_leaves=31
num_cat=0
split_feature=476 1097 1470 785 728 21 487 332 188 705 1319 723 1470 541 21 625 1454 1453 1469 209 740 899 774 334 1452 854 1098 1465 418 553
split_gain=56.3665 58.3281 48.3406 42.023 39.7677 38.1274 36.5558 36.249 59.4451 37.8865 33.9794 39.1411 35.1321 33.6606 31.8885 30.8728 30.529 33.2982 33.18 29.6337 31.8599 42.5303 28.844 28.4345 28.26 28.1809 30.0916 27.9471 27.6865 30.2261
threshold=-1.0099296266851885 -0.95342879297703587 -1.1535394197080833 -0.86283290253235112 -0.49008176997875957 1.189441983669046 0.35570349484642388 1.0000000180025095e-35 1.0000000180025095e-35 0.90721770011872871 1.0337238485416924 -1.0570063487222232 -0.32567218528445913 -0.55676187874653171 -2.9709283393608152 -0.62240508625585 -0.91909735138557946 -0.033594567119601682 -0.63393269545937792 -0.99972692031884824 0.66719174563581007 -0.011032071643918175 1.8111862801292049 1.3895574197251197 0.039474337618497217 -0.87473648844905705 -0.65750918523183322 -0.16063340327381712 1.3578225241611832 -1.3856004661303538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 28 13 8 10 19 11 -5 -13 -1 -8 -16 17 -10 24 -9 21 -21 -23 -20 -18 -6 -27 -14 -4 -30
right_child=1 3 5 7 25 -7 14 9 16 -11 -12 12 27 -15 15 -17 18 -19 23 20 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.9901835309625795e-05 8.526418163787293e-05 -0.00017275178717460451 -0.00010308145197214158 2.7981516128354979e-05 0.00030507775521973127 0.00014502236606543658 0.00065649331325546732 -0.00013090390176890947 3.1846462849063838e-05 7.5722695635930252e-05 6.4493930318024827e-05 -8.1169869757557393e-05 -0.00015729516562786207 -8.5796743022607772e-05 -4.5468092864757177e-05 -0.00018978051052352178 -1.2222013806415168e-05 0.00060719911563618812 -2.6633367691216799e-05 -2.7765846544981764e-05 -7.5467102330935705e-05 6.0056850788235634e-05 0.00032080547650949697 -0.00023005267014426805 0.00015128817841646817 1.1046259785018989e-05 0.00016597105825991908 -0.0003443235609964212 0.0013460327706647118 -0.00031754610855809403
leaf_count=21047 6179 2135 41187 5401 2223 2284 168 7210 956 22878 4345 14233 11437 37166 11176 26999 7974 536 26647 28406 13705 25368 1415 3140 6568 10490 7888 8344 44 4382
internal_value=0 -0.0154769 -0.088817 -0.000639271 0.0859895 -0.117813 -0.084577 -0.0115203 -0.0473208 0.0140443 -0.121556 -0.148383 -0.186348 -0.0487195 -0.151917 -0.158719 0.00121024 0.301245 -0.00898796 -0.00897409 0.00328285 0.0257807 0.0840929 -0.0517778 0.0713711 0.114484 0.0872448 -0.264547 -0.135209 -0.332411
internal_count=361931 265375 54076 211299 22736 47897 96556 188563 89581 98982 43760 39415 34014 58213 38343 38175 45821 1492 44329 76104 68894 55189 26783 29787 14542 20601 18378 19781 45613 4426
shrinkage=0.000887971


Tree=1779
num_leaves=31
num_cat=0
split_feature=184 1430 1436 1191 1469 1438 1323 12 1 21 1468 124 1467 1466 278 971 1442 556 1311 1392 967 904 541 1383 1457 357 16 153 1109 1036
split_gain=29.0256 28.4457 55.537 34.6054 29.7781 39.1099 33.0579 28.8471 27.7209 26.4559 32.913 26.3092 25.0839 32.6299 24.8468 24.8222 23.938 23.8722 30.9119 23.861 23.7187 27.5276 23.5937 27.7013 27.0896 25.1344 23.3184 25.263 22.8813 23.4573
threshold=1.384368771371848 1.0000000180025095e-35 1.0000000180025095e-35 0.5099920227348671 -1.3263328046252252 1.0000000180025095e-35 1.5826904635358752 -0.21530916382722204 -0.3032070910984635 -0.89074317784588486 1.8034839195215984 4.2851108724116029 3.8567296589757825 1.6394897097726615 -0.23840774440913107 -0.38026202405692527 -1.2625182715263061 -0.25787808658800115 2.5978080301177324 -1.1715358052535065 0.14227593076892944 1.2554915733411622 -0.55676187874653171 -0.41247369981751325 2.1945478349411114 1.0000000180025095e-35 -1.7626652843651005 1.9003348976760834 -0.69396135343409859 -0.64755793176375132
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 19 14 9 -9 10 12 20 -3 -14 -7 -10 22 -2 26 -1 21 -11 23 -4 -24 -26 27 -19 29 -6
right_child=17 7 16 -5 28 6 -8 8 15 11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0082177103791780358 -5.8383667936492357e-05 0.00011862207436591354 -0.0011502891484084792 -0.0017534523971870519 -4.2126751834467614e-06 -0.0039741588881692536 0.0077200755861361152 0.00061759304321297827 -0.00056132564927525801 7.4231793723064272e-05 0.0026036010103661624 -0.0068773078204046783 0.0084582371638916784 -0.0032921373612396932 0.00054052255564733401 0.00029748015302273281 0.00017147269897252947 0.0016740315388960353 0.004014854956864264 0.0036639616414015311 -0.00073816588512545193 -0.0011455660327686979 -0.0014605947854002663 0.0014916682490246093 -0.00020091566906940543 0.0076929589934474178 -0.0013406821832333278 0.019487035243259294 -0.00043591085428374625 -0.0022450841707897956
leaf_count=46 13834 14470 2611 12095 2890 568 92 40535 14779 50509 1752 183 168 88 660 27979 65209 570 454 1052 21522 6439 10131 2702 355 164 19909 21 42552 7592
internal_value=0 -0.00532995 -0.0306063 -0.0893584 -0.0646113 0.151671 -0.0910064 0.0127246 0.0415826 -0.0147673 0.0692149 -0.0316846 0.030524 0.643972 -0.186666 0.00198805 0.0057898 -0.0830237 -0.143819 0.42391 -0.0297354 -0.00689007 -0.0835202 0.0426344 -0.157499 0.339835 -0.1598 0.352998 -0.0809064 -0.20378
internal_count=361931 327143 148719 67547 55452 2418 1320 178424 83293 95131 16478 78653 14726 256 1228 42758 81172 34788 20954 1098 78470 56948 15963 5313 10650 519 20500 591 53034 10482
shrinkage=0.00761998


Tree=1780
num_leaves=31
num_cat=0
split_feature=785 263 728 926 507 1010 119 878 150 43 921 933 497 539 848 712 876 126 54 1080 72 1237 854 927 730 74 879 973 839 585
split_gain=54.3564 44.8398 57.0352 71.2829 61.0466 51.576 46.2288 42.1994 40.3416 37.8401 37.2955 37.2904 47.7777 35.1877 34.5438 33.8119 32.5287 29.6258 30.378 29.4969 29.3919 28.9939 29.1875 31.3484 29.0446 28.5704 27.6047 28.424 27.5039 27.2141
threshold=-0.86283290253235112 0.66115833724634121 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 3.0713252103476614 1.0000000180025095e-35 1.0000000180025095e-35 -0.52571317712276111 1.0000000180025095e-35 0.62154522891879982 0.68806224955729689 1.7001250133015622 1.0000000180025095e-35 0.064962217503757108 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.42445565733332025 2.2092738772757108 -0.78513032087958678 1.4298092310842805 -0.87473648844905705 1.0483613175537825 -0.33215574005720661 0.3629917477286641 -0.65854580630962423 0.84874543308613937 -0.64342910015847998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 4 5 10 6 9 13 -3 20 26 12 17 -5 19 -1 -9 -10 -19 -8 -4 22 -17 24 -24 -16 27 -2 -27 -26
right_child=1 8 3 7 -6 -7 14 16 11 -11 -12 -13 -14 -15 25 21 -18 18 -20 -21 -22 -23 23 -25 29 28 -28 -29 -30 -31
leaf_value=-0.00012897994433966084 0.00012332521046271508 -4.8993066885314165e-05 -0.00017052749796142154 -0.00021619094460700121 0.00016139374276766941 0.00023312660051438226 6.1577537622360659e-06 -3.6768825081561549e-05 -1.7111100117250095e-05 -0.00019364256563200833 -0.00013797392760376062 -6.4962814657731931e-05 0.00018938030924444367 -9.1712195409736236e-05 -0.00010435212808485326 0.00025612447466720896 -0.00015914820996526676 -1.453282037948119e-05 0.00015052610281276446 0.00018139417904321223 -3.5768497078749575e-05 -0.00013619072238802734 8.7349222654410866e-05 0.000234502534986429 6.0430174146549878e-05 -0.00018157120586719178 -2.4291895441137676e-05 -0.00013925471752657966 9.6427923189700701e-05 -0.00014467183996947082
leaf_count=3225 8048 25045 8897 26361 6453 1980 45131 32164 16393 12192 6715 7664 5989 16477 17817 2402 10563 4613 7396 2657 35981 1892 12628 2725 3218 1587 25830 1556 4863 3469
internal_value=0 -0.0385119 -0.0536631 -0.0711826 0.0153651 -0.0388724 -0.045229 -0.129834 0.00908823 -0.101463 -0.0184103 0.0468192 0.0762293 -0.195514 -0.0106908 0.0577556 -0.0817469 0.0397737 0.113466 0.0217156 -0.0724723 0.081344 0.100843 0.0768686 0.0479176 -0.0829811 0.0109911 0.107815 0.0438313 -0.0585398
internal_count=361931 332372 265272 216670 48602 131105 129125 85565 67100 57070 42149 42055 34391 42838 72055 29559 42727 28402 12009 47788 44878 26334 24442 22040 19315 24267 35434 9604 6450 6687
shrinkage=0.000788493


Tree=1781
num_leaves=31
num_cat=0
split_feature=181 1169 785 422 488 125 50 519 974 885 57 697 622 706 900 710 294 194 660 773 148 671 792 497 281 832 289 967 1453 1451
split_gain=63.7385 49.7331 56.1432 40.1221 57.0456 39.1916 40.6148 38.5492 34.9686 35.5873 40.0069 33.6696 32.6533 34.4268 34.891 28.6767 28.3151 30.1134 28.4716 28.291 27.4748 26.9979 42.0083 26.747 26.6544 31.6557 28.093 26.1118 26.0934 28.3516
threshold=1.0000000180025095e-35 1.0643747975631468 -0.86283290253235112 -1.2415873250643052 2.1072953141862252 0.58518330826110332 0.55630078546380823 -0.830672104868595 1.0009789139425416 3.5474713574483379 1.0000000180025095e-35 2.3080338515148484 -0.48779018094365689 -0.042592745412923474 -0.038174530504568656 0.44168008893566513 0.92159612535094959 1.5271592296785539 -0.72421686037558375 -0.31279141840716312 -1.1378756216421395 0.66766422009387627 1.0000000180025095e-35 1.656418941702585 -0.3169760361653115 -0.64013730554841375 -1.6144310803596809 2.3555823635044288 1.1343281912642689 0.043860538130293468
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 -4 6 7 -5 9 10 23 12 -9 27 -15 -1 17 18 -2 -8 -20 -10 -23 -7 -16 -26 -27 -14 -22 -30
right_child=16 -3 3 5 -6 8 19 11 21 -11 -12 -13 13 14 24 -17 -18 -19 20 -21 28 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00012429129038712473 4.7187641494283334e-06 -6.7687871188601583e-05 -0.00015505633578603888 -0.00014596918328286252 0.0003688236527388113 -1.22880034517217e-05 9.7966836950748253e-05 2.7220024123485111e-05 1.6422827844654989e-05 -0.00045341970274582154 0.00013813641891365137 -0.00032806973251472185 4.4158311923239933e-06 -0.00018162815266350933 -0.00016072469644901193 -8.8309545344613473e-05 -0.00019131507983839759 0.00011240576251737803 -0.00027959952574499735 -7.3275382439637342e-06 -0.00010874332683001916 0.00010448186313750523 -0.00035999818146210201 0.00015428726934714587 0.00022338015500838733 0.0020154391326553649 -5.1299097817343741e-05 -0.00039228962805579393 -0.00012388608820154871 0.00023007635474034063
leaf_count=17319 14095 62587 14232 14500 928 17858 13948 32724 4592 417 15678 1705 27475 14607 5140 2722 11767 3279 4546 23398 37676 920 1977 3802 2293 29 7167 747 1809 1994
internal_value=0 -0.0129094 0.000896071 -0.0102681 -0.133067 -0.00254786 -0.0217833 -0.0461922 0.048622 0.0738489 0.0805541 -0.0301373 -0.0245895 -0.0581776 -0.117719 0.108558 -0.0931434 -0.0738308 -0.0883444 0.0357142 -0.119835 -0.0787987 -0.233145 0.0211458 -0.0396162 0.0299837 -0.0487241 -0.00534488 -0.100336 0.0792191
internal_count=361931 286765 224178 204137 15160 188977 143733 106387 45244 37755 37338 91887 90182 57458 29236 20041 75166 63399 60120 37346 46025 7489 2897 21660 14629 9489 7196 28222 41479 3803
shrinkage=0.000887971


Tree=1782
num_leaves=31
num_cat=0
split_feature=819 785 728 713 784 921 726 284 794 513 820 927 561 322 1043 1458 662 1469 133 215 759 361 900 43 252 401 567 428 527 593
split_gain=50.1648 47.2278 42.3324 37.9291 36.6359 32.1698 31.5059 30.419 28.7852 38.2501 51.9313 36.2739 29.7157 29.6668 43.6143 35.5855 30.6276 29.5512 28.2669 28.2136 28.1779 26.7315 26.6922 26.4408 26.5427 35.6126 27.9773 30.6662 27.4797 26.0685
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -0.62018997723937119 -0.55929652627125603 1.0454229551509682 1.0000000180025095e-35 1.0483613175537825 0.36051334308712851 1.0000000180025095e-35 1.0092399748889116 1.7240176626431569 -0.58271687606615485 -1.161100960392466 2.7171092817986957 -0.91711106765465122 2.4901939527672359 1.6546820818634271 -0.84926062710844363 2.2744972866152193 0.46192366645804389 1.0000000180025095e-35 1.9230512149791059 -1.0699309532947014 1.9849653232297506 -0.58017643881618097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 8 -6 -7 20 9 12 29 -12 -3 14 15 17 -16 -10 22 -9 -2 -22 -5 24 25 -4 -27 -28 -26 -11
right_child=7 2 23 18 5 6 -8 19 13 10 11 -13 -14 -15 16 -17 -18 -19 -20 -21 21 -23 -24 -25 28 26 27 -29 -30 -31
leaf_value=-0.00016048782558391789 -0.00019614704570773366 1.5788428014956792e-05 -9.7722500474042387e-05 -7.093991598264365e-05 1.4661724920042962e-05 -0.00011912141952423542 0.00020352508321033538 -0.0002220931105237293 0.00010711666130063584 -5.0750946346485544e-05 1.4609868919916981e-05 -0.00052585212889077321 -8.0260528741630876e-05 -9.4514997044779119e-05 6.7250500708755147e-05 0.00018773638108597048 -0.00017574878573529046 -2.883078771409304e-05 -0.00027499227126375831 -3.2342846989635698e-05 0.00030671088602646722 0.0026984259103222771 0.00011319995092113149 -0.00028559430812149329 -0.00013516652822052088 -5.4568109799120971e-06 -0.00073588147119606629 0.0003596043874491669 0.00018681571390656774 0.00027757942649441278
leaf_count=2685 15084 40414 29208 2921 30375 1185 5686 4952 5473 850 2969 456 18994 31979 1891 2752 8405 46899 694 25672 297 22 20307 3562 21501 30282 124 1035 959 4298
internal_value=0 -0.0190357 -0.0279838 0.066603 -0.0120217 0.047838 0.175581 -0.108271 -0.0266736 0.00885628 0.134921 -0.0671729 -0.0134918 -0.0508165 -0.0260381 -0.00105213 -0.149526 -0.0147473 0.0921505 -0.0669043 -0.213066 0.633939 0.105025 -0.0755115 -0.0682376 -0.0405343 0.00867285 0.324702 -0.13845 0.260614
internal_count=361931 315904 289297 26607 202626 37246 6871 46027 165380 67981 8573 3425 59408 97399 65420 55124 10296 52372 23922 30624 15403 319 23228 86671 83109 60649 31441 1159 22460 5148
shrinkage=0.00085349


Tree=1783
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 923 519 727 784 576 971 815 694 954 595 1046 1452 1470 145 1470 905 65 1398 1051 971 1458 1243 221 560 691
split_gain=58.203 51.6858 42.167 35.3378 41.6044 47.7722 38.9383 35.2857 33.1285 31.3307 30.18 29.2116 32.5849 28.3865 28.471 27.9071 27.7352 26.4068 26.0975 26.0189 25.586 25.363 25.2108 25.0237 27.3287 25.1695 26.0826 24.5895 24.2215 24.2124
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 1.0000000180025095e-35 0.9594655836162902 1.1032265037225084 -0.8891902375834092 1.6638054002796892 1.2342127532274445 0.98873640907070304 1.0000000180025095e-35 -1.56246364468913 3.3900475580725948 -1.3664195657027294 3.2005170775033385 0.78209301887286675 1.0727613779984251 1.3605314985471562 0.49948894891751489 3.5926503781727646 -0.41257492650305128 1.6432510327171366 0.90228229025491624 3.2426743989065034 1.6590601587821199 -1.31798143750144
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 11 16 23 20 -5 -8 -9 12 -2 14 22 -10 -6 -17 29 -15 -1 28 -3 25 -25 26 -7 -23 -19 -14
right_child=1 13 -4 8 5 6 9 10 15 -11 -12 -13 18 19 -16 17 -18 21 -20 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.0332819285035259e-05 0.00012849406885783495 -5.2798877415541798e-05 -8.6160987057267452e-05 -6.4508371581731213e-06 -0.00030959033413445073 -6.7200625964339316e-05 0.00016866774231599589 -0.00012794945462464102 -0.00031769189607067821 -0.00035478156458319723 0.00012900958840004209 -0.00018753211769086776 -0.00033684723798382501 0.00011738345563604224 -0.00017206196051305567 -0.00051833800094271804 0.00077532788810216388 0.00012617917709673699 0.0010229725099101411 -0.00018336342082592158 0.00018711828403357428 -9.3590836675006326e-05 -0.00015389569453264093 -0.0001340534264053584 0.0013418445401580808 9.8513826539701614e-05 -0.000199220607928622 0.0014282989235261296 -0.00013131500839956334 -3.8946659766143585e-06
leaf_count=11025 8468 60017 35150 95643 3650 39268 3098 1561 717 368 15447 1826 926 4512 19547 213 68 16715 67 1449 1526 3019 14410 87 76 2500 7480 25 1131 11942
internal_value=0 -0.0409704 -0.0243091 -0.0128396 -0.0505294 -0.084645 -0.0671955 0.0584735 0.0101462 0.136481 0.124112 0.0283901 0.053195 -0.0906824 -0.102719 0.0833717 -0.338403 0.0955051 -0.0232549 0.0598689 -0.02425 0.103136 -0.0836457 -0.086134 0.755543 -0.089353 -0.102563 -0.0890523 0.130691 -0.0319453
internal_count=361931 332372 232437 197287 79824 56595 52877 29559 117463 3466 17008 23229 21403 99935 93974 21820 3718 21103 12935 5961 12551 20890 74427 49411 163 49248 46748 3044 17846 12868
shrinkage=0.000836755


Tree=1784
num_leaves=31
num_cat=0
split_feature=681 697 1458 21 1442 706 221 64 760 940 968 1024 16 1153 635 1318 48 273 276 834 1454 1468 1457 1456 1462 1459 1463 1465 1455 21
split_gain=29.5481 28.7167 32.3747 37.3496 31.1693 34.0198 32.5464 33.499 32.5937 30.5005 27.0793 26.5373 26.5239 27.027 26.4934 27.189 31.4693 35.1657 28.16 26.1517 25.8289 25.0515 28.8283 41.6919 33.9375 32.631 42.0931 48.0703 29.7114 33.0531
threshold=1.0000000180025095e-35 1.7120937588552285 2.0019660229778804 -3.2545899522946695 -1.2625182715263061 -0.31895615049664189 1.2256758924896201 2.7377570030873941 -0.050278703355499908 4.2871167136283317 0.50469638062232425 4.2712301289121175 0.10414672839116691 3.8118513220094745 -0.5809188837439444 0.055215013725235067 1.0000000180025095e-35 -1.4062429412021196 3.2963804511484063 2.367347217303204 -0.58754815837321106 0.55644284503728569 0.53497861476567399 1.3778752582070839 1.7040583319813172 2.2026343062995877 0.6663052748700633 1.5526536492403793 0.72809816964645935 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 7 8 11 19 -5 -6 -9 -14 -2 16 17 -16 -17 -10 -4 22 23 25 -25 26 27 28 29 -22
right_child=14 -3 20 4 6 -7 -8 12 9 -11 -12 -13 13 -15 15 18 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0038738497756399867 -0.0010973025353044402 -0.00066345605219879182 -0.00494694432588499 -0.00029826186194400057 0.00014588695976853474 -0.00071286909342609768 0.00048597760646635908 -0.00035060160051711181 -0.00019298443414358878 -0.0046753090503576511 0.0008030158847609568 -0.0057647501508010374 -0.0023626413056157857 0.010368656149740606 -0.001426693272704384 -0.00090460309539851951 -0.00092041437336476341 0.00097240517339100975 0.0075502085222458213 -0.0020651587727444462 9.7714013458447498e-05 -0.00040946079172206372 0.00021894118438767736 0.0063975804010817511 -0.00122639767272929 -0.0014627013675373112 -0.00022482190565938163 -0.0027866440255794236 0.005132511158529615 0.0049528594654420091
leaf_count=485 16023 17971 159 17224 120946 35527 25864 5885 67302 610 7534 282 3543 29 2300 12646 5023 9423 84 1862 731 2576 3755 497 132 655 1271 287 934 371
internal_value=0 -0.00508275 -0.000214112 -0.00534679 -0.00646996 -0.0575451 0.0045799 -0.00563899 2.24054e-05 -0.040168 0.00896998 0.0212615 -0.154942 -0.336262 -0.0748471 -0.0329991 0.0288371 0.0944165 -0.127263 -0.036764 0.108649 0.120039 0.173201 0.276742 0.754986 0.200633 0.278233 0.439247 0.539653 0.298876
internal_count=361931 316432 298461 287093 286608 60285 226323 200459 191002 69774 24758 121228 9457 3572 45499 29476 16746 11723 12730 69164 11368 11209 8633 4878 629 4249 3594 2323 2036 1102
shrinkage=0.00650358


Tree=1785
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 852 727 539 923 279 784 133 1051 911 694 540 537 595 1189 155 1384 7 1463 583 914 493 1398 626 21 1122 838
split_gain=75.9468 57.4166 42.7944 42.2889 36.6475 42.92 49.5723 43.9986 34.5054 33.0241 32.6093 32.1567 31.4748 30.4419 28.8502 35.2335 33.9964 31.9231 28.9607 27.5768 27.2323 27.1393 26.1373 29.3084 26.8024 26.0363 25.9807 27.1709 34.3124 34.208
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 -0.99038483963279578 0.9594655836162902 2.7171092817986957 3.5926503781727646 -0.88177944220274473 1.2342127532274445 0.35001124564692748 2.1533051290640106 1.0000000180025095e-35 -1.0096337021262032 0.85791629766231614 -0.59449999692908395 -0.77831250845127598 0.093599294775546141 -0.55326332990463356 3.2762546484437549 -0.79147627600772263 0.9203040759653619 -0.28714310993524578 -0.70163543588998201 -0.66556095040977803 0.43924779532088359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 13 7 -7 -6 -10 12 -9 -5 -2 16 -16 17 18 20 -13 -3 25 24 -24 -15 -19 -18 28 29 -28
right_child=1 14 -4 10 8 6 -8 11 9 -11 -12 19 -14 22 15 -17 26 21 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00015194434793224497 9.9851522493740646e-05 0.00026887926908586944 -9.0948818129541934e-05 -7.8329186970988335e-05 -8.1399934023100817e-05 -0.00035273769659110852 1.5166788311218462e-05 -9.8916137874360623e-05 1.3259940012247702e-06 8.3165082164335713e-05 -0.00027214918078793997 0.0013561814606083762 0.00011575520401326785 0.00031299443514058533 -2.2457101615825108e-05 0.00049826861563324572 -0.00029969609262503482 -0.00011175959158703683 -0.00021561391846508659 -0.00035868522614227843 1.8424166912063247e-06 -3.6264096617558847e-05 -0.00011233814167726581 0.0011556721937209583 -1.2396789422955549e-05 -0.00027833105109812398 0.00073685395456691161 -0.00021144836022269614 -0.00010238571836568985 -0.0002071338296797506
leaf_count=3225 9356 2305 35150 3087 16097 2982 13234 40237 82097 19269 822 87 22425 1167 14500 446 9116 32639 1990 55 5705 18492 9234 53 3419 5672 566 5631 2516 357
internal_value=0 -0.0450198 -0.027472 0.068353 -0.0159314 -0.0542495 -0.0888318 -0.131786 0.00744357 0.0206494 0.0946615 -0.111531 0.108039 0.0258083 -0.0972586 -0.00475574 -0.117061 -0.0946081 0.0372485 0.911864 0.100844 -0.116861 -0.0455813 -0.119845 0.0886016 -0.156063 -0.233777 -0.128009 0.0781217 0.506359
internal_count=361931 332372 232437 29559 197287 79824 56595 43361 117463 101366 26334 40379 25512 23229 99935 14946 84989 66803 10000 142 8010 56803 13873 9287 4586 38311 18186 9070 3439 923
shrinkage=0.00085349


Tree=1786
num_leaves=31
num_cat=0
split_feature=50 56 257 1034 62 353 1039 651 471 198 795 1298 624 981 1255 1047 779 207 1106 16 1454 1356 1433 904 1459 1217 296 705 938 345
split_gain=29.3432 53.8388 31.5543 31.5286 31.3259 30.4574 29.772 29.5801 28.604 31.6904 29.867 27.6656 26.633 24.8242 27.751 24.4234 24.3404 24.422 25.5395 25.4255 24.1322 24.0335 33.8565 23.8685 23.3046 25.8495 23.1182 25.8301 26.9236 22.9428
threshold=0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 0.71742563768805134 -0.97978507835213413 -0.63250700036680552 -0.58894358108911671 1.1107569744011787 1.0043670984357114 1.0000000180025095e-35 0.73593705410083743 0.60955665694886108 -1.6394497454252126 2.4532324593068444 -1.5395353253996189 2.4233360593059579 -0.77115627841951839 -0.37978255326580107 -0.74082070218064033 -1.8492420733624926 -0.98478334500156417 2.0056820137573372 1.2994777873310051 -0.12453215667585182 -0.028369740785481889 0.86386423179447369 -1.121402346815775 0.62883063453998334 1.0000000180025095e-35 0.9063619946180097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 21 23 -4 11 9 13 -10 15 -7 14 -6 -5 -14 19 -19 -18 24 -1 -23 -3 -2 -26 -8 -28 -29 -9
right_child=20 3 6 7 8 12 26 29 10 -11 -12 -13 16 -15 -16 -17 17 18 -20 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0018345519865888796 -0.0036230245627189499 5.9853518316975031e-05 0.00039762205045238672 -0.00060307315129681392 -0.002956884863518808 -0.0015704245297217723 0.0016238454363413598 -0.0024553469617874506 -0.0015649361328896087 -0.0018512580393419762 0.0009588823931217978 0.00036256567612384172 0.0008364804486653513 0.0039540621274892079 -0.00015946328732937699 -0.0040534078188096253 0.0040336262043177418 -0.00046217369828499392 0.00051198296161161718 -0.00024356302560630456 0.00018574307285392546 0.0015154625994594345 0.024785423113924586 -0.00081849112269869189 -0.0011788382881081395 0.0082463580794930168 -0.00086185130995073756 0.0007403281165715166 -0.0012136404985739618 0.0011474804449413826
leaf_count=17109 893 17947 15262 14415 1591 2486 1353 2718 11949 5608 1339 8702 14991 385 38662 538 358 8102 40132 27776 82873 345 28 15446 318 79 21803 5614 2610 499
internal_value=0 -0.0244118 -0.0663439 0.00147524 -0.103829 0.0159247 -0.0218806 -0.0696779 -0.0815372 -0.0495901 -0.182905 -0.0415432 0.0351141 -0.0280091 -0.0347671 -0.106224 0.040318 0.0245675 0.0536194 -0.0279976 0.0227396 -0.240633 0.422501 -0.046343 -0.298806 0.148437 -0.0651283 -0.0788491 0.0257798 -0.272789
internal_count=361931 277768 123658 154110 77016 127238 46642 26872 59534 46246 13288 23655 93845 40638 40253 14953 91359 76368 48234 28134 84163 17482 373 33393 1290 397 31380 30027 8224 3217
shrinkage=0.00690165


Tree=1787
num_leaves=31
num_cat=0
split_feature=785 728 728 516 143 791 513 1234 332 691 1373 1237 354 1168 1065 656 980 617 125 1458 21 21 585 561 972 333 355 595 632 361
split_gain=74.813 50.5976 45.5758 37.6454 43.6827 42.0228 41.1817 48.1245 37.9385 33.3324 32.9292 32.0778 31.2689 31.6534 35.4731 35.7827 32.7597 40.7714 32.2978 31.065 29.6557 29.5511 29.3512 29.3089 30.2257 28.9803 28.6919 28.5652 27.994 26.7006
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.72319605263816955 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 1.6399250563363121 0.32551924250032394 -0.95775103874899059 1.4298092310842805 1.5953315033430044 2.2727542560442529 1.0518754624258557 1.0000000180025095e-35 1.114765214040659 1.3680112666802988 1.0000000180025095e-35 2.705011497421657 -1.8362818876253988 -1.0798509198017876 1.0000000180025095e-35 0.39290959862627112 0.51201093483371429 1.0308016862606064 -0.78158509294442768 1.0000000180025095e-35 1.8944568646154127 -0.55846134375955125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 -5 12 -7 -8 9 23 -10 21 13 14 16 -16 17 18 19 -6 -11 -4 -23 24 -2 27 -18 -3 -17 -28
right_child=1 25 11 4 5 6 7 -9 10 20 -12 -13 -14 -15 15 28 26 -19 -20 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00015928516007714466 1.4442023918736666e-05 -7.5935328534863265e-05 -0.00019114474388850318 -7.1623076677759548e-05 -3.6326063291421465e-05 3.4437425253872666e-05 0.00031926793848070046 3.9554909134511213e-06 -0.0001936855130758888 0.00034101975754876441 0.00018634882914999267 -0.00015333463679516245 0.00013097623101005799 -0.00021731828968346247 7.8404423788242028e-07 -0.00027916097753951497 8.0636755032761361e-05 -0.000155692681969378 8.3511577377390155e-05 0.00048197014983919197 -0.00014271297696574956 0.00019512078821451031 5.8458694562379346e-05 -0.00011691218980395819 -0.00010960167798882706 5.995293239981158e-05 3.3189798987033582e-05 -0.00018638662214408408 0.00034368577459145281 -0.00027019087108533886
leaf_count=3396 33930 74604 1200 30609 18739 24270 4174 2810 1244 612 3464 1877 5821 3862 4026 4008 1898 5457 24301 379 27768 10808 12278 18506 11091 5744 1401 19587 244 3823
internal_value=0 -0.0419487 0.0706564 -0.0254669 -0.0032112 0.0166772 0.0830037 0.218759 -0.0616381 -0.0735832 0.116663 0.0990299 -0.0109445 -0.0233578 -0.0136124 -0.136919 0.00643352 0.0266557 0.0458536 -0.0255928 -0.145376 0.119489 0.135956 -0.0457727 -0.0165358 -0.0911141 -0.124799 -0.102866 -0.266328 -0.20621
internal_count=361931 332372 29559 232437 135822 105213 31254 6984 96615 91907 4708 26163 73959 68138 64276 8278 55998 48876 43419 19118 28380 24286 23086 63527 45021 99935 7122 94191 4252 5224
shrinkage=0.000905731


Tree=1788
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 539 923 727 279 346 784 1030 1051 647 590 694 846 146 20 1384 353 902 1010 763 1175 1348 346 428 507 785
split_gain=74.1048 57.7766 43.8606 42.3892 41.1647 50.0877 43.271 40.6612 36.2135 32.9198 34.1581 30.021 29.9912 29.934 74.9096 29.668 28.2809 27.7959 31.0121 26.7176 25.89 36.7876 26.7921 25.4283 24.7908 26.6379 24.6273 30.7101 24.3614 24.7624
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 0.6695026854463163 -0.86449023226567734 1.0000000180025095e-35 -0.99038483963279578 2.4847975134223916 0.9594655836162902 0.99422031274767553 3.5926503781727646 -0.87782724458594241 0.58895901036483078 1.2342127532274445 -0.53268848306471728 2.888475460910541 -0.37168563270387045 -0.59449999692908395 0.63280207191488913 2.0947916829856985 3.0713252103476614 0.35720372001585082 -0.31923240808069592 1.5405729298544251 0.22414172584433242 -0.68788648655711215 1.0941628986121894 2.9970139449733542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 15 6 -6 -1 -5 10 -10 26 20 14 -3 -2 -15 -18 -19 -14 21 22 -8 -20 25 -12 -9 -28 29 -7
right_child=1 13 -4 8 5 28 12 11 9 -11 24 -13 19 16 -16 -17 17 18 23 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.586056823490938e-05 0.00010991469892892796 -9.1944828684973993e-05 -9.6641330203970624e-05 -8.5735270489247759e-05 -0.00038519477557884632 3.0658408602653276e-05 -0.00016651448375801638 0.00020224973884788231 1.275697113440736e-05 -0.00024509319948308315 -3.7647672378560314e-05 -0.00019755340594780225 0.0014544829401666635 -4.0151620534196566e-05 0.00044107406915415773 -4.1483353897107273e-05 -0.00013255039685329247 -0.00027811132009017138 0.00042195251630686978 -0.00040520514227137909 -5.1822651653537346e-06 0.00015354551983594672 0.0004581734100509199 0.0019705470770519425 0.00015600142595993287 0.00037139418152766008 -0.00035206293187253882 0.00010411290986903951 -0.00022527466582985753 0.00048954236394801965
leaf_count=12551 9356 4821 35150 16097 2982 11369 29509 12160 80367 2138 5964 997 87 29774 1384 13873 63616 158 122 55 8479 1980 269 60 12239 658 748 3103 1415 450
internal_value=0 -0.0399719 -0.0223545 -0.0106569 -0.0519218 -0.0858467 -0.129104 0.0721339 0.0145205 0.0280663 0.0331535 0.142325 -0.10899 -0.092503 0.0625348 0.0265615 -0.104817 -0.136116 0.496375 0.877563 -0.113227 -0.146859 -0.168665 1.06433 0.112067 0.00655657 0.165759 0.0180881 0.0214197 0.0515677
internal_count=361931 332372 232437 197287 79824 56595 43361 29559 117463 101366 99228 17008 40379 99935 6205 23229 93730 63956 340 142 40237 31758 29778 182 18861 6622 16011 3851 13234 11819
shrinkage=0.000942322


Tree=1789
num_leaves=31
num_cat=0
split_feature=1423 1426 1453 970 21 816 1122 705 799 1457 869 1105 791 728 125 188 1383 842 561 705 627 716 1375 1469 1465 1398 1047 1247 899 279
split_gain=29.5253 31.1256 33.0886 34.4893 27.848 27.8036 27.6894 30.9371 26.8111 26.3 26.6399 27.4455 26.2546 28.6833 26.0765 34.475 31.2743 25.6881 25.5431 25.0884 24.9196 28.6739 24.8976 31.0327 26.246 25.8505 24.6887 24.3122 24.183 23.7432
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.9142027959396961 -0.33482593523350052 -0.70163543588998201 -0.92870374882376117 0.4323518532428216 0.99715813669032338 -0.58454210970522613 5.4378793078107464 -0.57653763495970078 -0.1510208615922484 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.54035048256350571 -0.41530019239172683 -0.8664948354579004 0.12773391649824176 0.31062690549133531 -1.2373890220391799 -0.27377523386692942 1.191485774159674 0.54043294952030163 -0.21439385589579707 -0.59414795721447844 -0.60459831854325385 -0.96974426762957333 1.2153180945209467
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 18 22 28 7 -5 14 10 11 -10 13 20 15 16 -7 -14 29 -16 -12 -22 25 -24 -25 -1 -19 -9 -6 -3
right_child=-2 2 -4 6 5 8 -8 27 9 -11 12 -13 17 -15 19 -17 -18 26 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010882986727065228 -0.00037095537913476548 0.0004071612034591933 0.00088351508264072377 -0.00055363604882418226 0.00081712899627326666 -0.0031288681421985892 -0.001173651009260955 -0.00090064054710957387 0.00078491266618400208 0.0035459781003727674 0.00093358665797733627 -0.00025124072667407352 -0.00043937126274099663 -0.00046318097555825022 0.00010472695163206465 0.0007521054012952764 -0.00030793894225969383 -0.00045410425681124413 -0.00017975330246604632 0.0014270574310117539 0.0083544027806070099 -0.001130294889274282 0.00015063043602711926 -0.0029410009372092213 0.0053374848855192144 0.00013450108306551579 0.00083199134737056463 0.0011540658876999848 -0.00081483142417820083 0.002602901937930965
leaf_count=14884 74863 7770 4955 35463 2680 1161 15841 1868 12773 344 5394 8163 8958 49335 4094 5359 3878 4225 33247 8279 48 2088 11484 1510 76 10531 12476 4391 14641 1152
internal_value=0 -0.00227151 -0.0356549 -0.0460305 0.0144869 0.000674248 -0.0864211 -0.0557011 0.0111771 -0.00383958 -0.00605377 0.0612292 -0.0244304 -0.0508228 0.0786937 -0.00205468 -0.136172 0.0343504 0.00266927 0.145812 0.0695832 -0.129546 0.0689161 -0.0132783 -0.357954 0.109318 0.0824181 0.089819 -0.0889297 0.108688
internal_count=361931 287068 104687 99732 182381 143896 57563 41722 126575 103804 103460 20936 82524 56865 22771 10398 5039 25659 42169 12373 7530 2136 38485 13070 1586 25415 16701 6259 17321 8922
shrinkage=0.00650358


Tree=1790
num_leaves=31
num_cat=0
split_feature=51 789 332 1430 1436 858 927 519 728 566 633 590 1391 1469 1122 199 507 1467 200 748 1463 1441 414 726 766 597 773 422 621 1365
split_gain=28.9575 26.1164 41.7196 46.8582 55.1268 37.7126 31.9048 35.7687 36.5116 34.0932 31.5603 36.0296 31.7578 29.4302 28.7265 26.6908 32.6723 26.5362 31.4587 31.1365 28.9884 29.376 34.0849 36.644 33.4421 26.4464 25.8929 26.0697 27.0034 25.7757
threshold=1.0111847875080273 1.1248358748350926 0.65944866827063242 1.0000000180025095e-35 1.0000000180025095e-35 1.0825608069246189 1.0483613175537825 2.1420547332082829 -0.49008176997875957 -0.33784760036965783 1.9976441459236287 0.58895901036483078 1.9262293263007251 -1.2319146079207914 1.5681237190903388 1.0000000180025095e-35 0.65809631222906606 0.53610868468533202 1.1543371994524385 -0.55983428269634117 1.3753271246929319 1.0000000180025095e-35 -0.49139082775677184 3.0900836077354543 -1.2067979537695697 3.1596628491584919 0.63746548172898276 1.0022556672501586 1.7506200140900805 2.0426043571165486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 6 7 15 14 -10 12 -12 -3 -1 -9 16 -4 18 20 -19 21 22 -5 24 -24 -6 27 -7 -29 -2
right_child=29 10 5 17 25 26 -8 8 9 -11 11 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00034823025683822781 -0.0005453904609841496 -0.00048125666767653819 0.0010151788557250289 -0.00040407774363687221 -6.9697533470652683e-05 0.00044090787543922582 -0.0004905728507537089 -0.0013752865286086385 0.00049897478498147751 0.0028240734942452128 7.9084221925676434e-05 0.0046471784814165274 -0.0033622821177332783 -0.0010603597936189296 0.0066652144157049427 -0.00024693102498781307 -0.00057123450832682117 0.0013305090361725906 -0.0011060938709988517 0.00017286770463768793 0.001159389022420789 -0.00049878043550869941 0.0025027164570383693 -0.0067904810196531863 0.00036157768462781453 0.0034684779729554846 -0.0025591812502777089 -0.0028411244792806347 0.0078041875510093577 0.0014414286163531786
leaf_count=4146 53198 30697 18416 18689 51723 3610 5608 1148 2087 4530 1385 460 1097 45071 104 8864 3567 8210 6387 17256 5629 24488 1965 150 38794 447 1338 1034 47 1786
internal_value=0 -0.00336711 0.00418563 -0.0106849 -0.0517095 0.0580559 0.0793984 0.101178 0.227006 0.290158 -0.0622106 0.201838 -0.0800914 -0.121824 -0.0958057 0.0682863 0.106227 0.0173012 -0.000163882 0.0799253 0.0106124 -0.000226243 0.0254238 0.0599901 0.0642863 -0.00420529 -0.0987875 -0.0243053 -0.314879 -0.0649136
internal_count=361931 306947 273308 222955 101387 50353 44324 38716 7869 6617 33639 1845 31794 49217 1252 30847 21983 121568 96102 25466 89715 84086 59598 40909 40759 52170 6029 4691 1081 54984
shrinkage=0.00718047


Tree=1791
num_leaves=31
num_cat=0
split_feature=1431 813 612 460 1453 241 570 89 905 87 276 5 727 700 86 1463 1023 1442 1457 762 1452 1465 1459 1459 1450 1461 21 1453 1457 1458
split_gain=28.8256 29.0383 27.4596 28.6315 28.0871 32.5752 27.779 27.9078 26.3369 31.2822 25.8533 25.5538 24.92 23.9492 23.4195 23.3448 50.928 30.9996 30.1278 23.1303 22.8011 59.1063 49.0243 63.5917 52.7473 46.4408 41.151 54.7904 48.1705 45.0158
threshold=1.0000000180025095e-35 2.1641256470006294 1.0000000180025095e-35 1.4788238215056537 1.3493607039916962 -0.55389783076229848 0.091819972623059215 0.64386629851390342 2.5979328347587249 -0.92761146997330479 0.54573951825412148 -0.74383077533859521 -0.682906484622256 2.8118244698836383 -0.49961731079006327 3.5642877411819058 -0.92662490140568188 -1.2625182715263061 1.9381496379694476 1.9237435870088089 -0.58911782507014421 -0.58331477857565561 -0.16909159747159788 0.84568063206599431 -0.46548562301985819 0.24958497069641289 -0.32341995197817647 0.10786919360362883 0.18998039427901892 -0.58065270013075276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 3 4 5 8 -7 -8 13 -10 -9 -12 -4 19 -5 -14 17 -17 -18 -2 21 22 -1 24 -24 -26 -23 29 -29 -28
right_child=1 -3 12 14 -6 6 7 10 9 -11 11 -13 15 -15 -16 16 18 -19 -20 -21 -22 26 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0015597877467546852 -0.0010462563407438381 0.00092267997967954228 0.00029985483071981499 -1.3986072708736213e-05 0.00061525339700865139 7.3203880161032135e-05 -0.00027501588858287772 -0.0022268393805659186 0.016882211795225626 0.0018021669501031101 -0.0051675692375552917 0.0015206409613161252 -0.0013555783914666411 0.0036965376711031723 -0.0016413352508074584 0.038557954979185891 -0.0037898107446474294 0.0054974999016841131 0.011352226108339586 0.0012081939572918901 -6.1003436059452143e-05 0.00059042541451100907 -0.0027747329511521169 0.001532189641642286 0.00057746659724708697 -0.0051975957867391991 0.0010572363020779497 -0.0019521578933568886 0.00053787256431812858 -0.0003969184720893875
leaf_count=9741 19274 3816 3595 3605 8298 56093 16277 3832 22 283 198 863 14355 287 7546 24 135 20 34 1001 161859 14215 1812 3462 3722 302 5951 6207 1872 13230
internal_value=0 -0.038812 -0.0453553 -0.0337378 -0.0233635 -0.0353916 -0.0143275 -0.0899951 -0.124013 0.512413 -0.258072 0.0814917 -0.148127 -0.136362 -0.167302 -0.202532 0.688765 3.78906 0.120785 -0.146373 0.00443676 0.0411914 0.141736 0.0265923 -0.125783 0.0215834 -0.00709006 -0.0563572 -0.211781 0.007292
internal_count=361931 139558 135742 117579 106428 98130 77263 21170 20867 305 4893 1061 18163 20562 11151 14568 213 44 169 20275 222373 60514 19039 9298 5836 4024 41475 27260 8079 19181
shrinkage=0.00625104


Tree=1792
num_leaves=31
num_cat=0
split_feature=728 1394 859 1287 1437 563 706 432 910 813 899 730 451 669 659 976 708 570 1021 7 833 142 1025 1107 970 283 1470 843 1235 363
split_gain=27.6814 28.8791 28.4868 39.5151 32.7655 26.0755 25.2359 25.6685 26.8406 24.7154 24.5237 27.9132 24.0338 23.8111 23.3131 23.169 23.1341 23.7977 23.0791 22.9983 22.6822 22.6441 26.57 22.9499 24.8165 23.1415 22.3873 32.4339 36.7175 27.8457
threshold=1.0000000180025095e-35 -0.89507556284558343 -0.54135187694831066 1.0000000180025095e-35 0.72713696786055593 1.5605619655009668 0.652633945500806 -0.83705104964974375 -0.73621429485751155 1.0000000180025095e-35 0.56495312120121877 -0.33215574005720661 0.34454096753513069 3.5848725730164062 0.62821384419828064 0.38412404055624316 0.73921663161214024 0.1987073767299872 1.0137768089431767 -1.7027140487458963 0.21651622305888105 0.96896132461308226 2.9844287549711388 -0.61171025171051585 -0.8353397282045909 -1.8350253128521425 0.10008810670483333 1.4283687790122588 -0.94625487755706195 -0.65724388959987634
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 4 13 14 7 -7 -9 -2 -5 12 -12 15 26 -3 18 -18 -11 -6 -13 23 -23 24 -1 -25 27 29 -29 -4
right_child=9 2 5 10 19 6 -8 8 -10 16 11 20 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.00030509841603812703 -0.00065249070347842616 -0.00045760150329939568 0.00067927071548270525 0.00042158844813763017 0.012032304497431281 -0.002181313687945816 -0.002197841482317343 0.0030568841268551676 0.00077493633835017096 0.00012885433973719296 0.0022216566865372262 -0.001685048740831172 0.0003983034481117096 -0.0043638468196348038 -0.00058003921068569076 0.00044343286325008514 -0.00024369650064460675 -0.0024607062468934983 -0.00089960225070206306 0.00071117176819423991 0.0017929641393431505 -0.0013889897692259791 0.0082324646708573247 0.0081276322161881673 -0.0012202264582909053 8.3552985746593241e-05 -0.00029102800423937868 -0.0018662526126449453 0.0013621989366118363 -0.00015523345843688533
leaf_count=4330 47070 21535 12594 15417 35 612 736 1660 5488 47763 5892 1103 2125 398 21837 10694 3783 3052 7422 10751 680 8047 125 83 11268 19872 44105 1052 7230 45172
internal_value=0 0.00165161 0.0117248 0.0475991 0.00622524 -0.00691993 0.112189 0.146663 0.181908 -0.0446517 0.113172 0.194852 0.246601 -0.030151 -0.0147317 -0.0239993 -0.0150737 -0.159784 -0.000224863 0.107088 -0.0476126 -0.0555904 -0.181015 -0.0315015 -0.10644 0.0172087 -0.00163111 0.0239557 0.145885 0.00410405
internal_count=361931 252841 209116 68630 43413 140486 8496 7760 7148 109090 25217 9800 8017 32627 131990 32229 62020 6835 55185 10786 1783 43725 8172 35553 15598 19955 110153 66048 8282 57766
shrinkage=0.00703968


Tree=1793
num_leaves=31
num_cat=0
split_feature=181 118 50 56 21 202 693 773 629 911 1029 705 21 891 641 710 703 1459 966 80 1454 54 912 1307 1470 1244 710 1458 812 777
split_gain=27.3469 26.3273 24.5124 38.6386 35.9888 35.1186 36.5771 30.9465 29.2376 31.9645 27.9239 31.1093 26.6264 33.8719 30.7954 27.9527 30.7686 33.6931 25.0611 24.3765 25.761 24.2601 24.7699 24.139 24.0811 24.0805 23.8639 24.8481 23.7854 23.7829
threshold=1.0000000180025095e-35 1.1315434704044114 0.55630078546380823 0.58160213896575708 -2.9709283393608152 0.56345046278266753 -0.077027421515210664 1.1635733792292526 1.2658211650293891 0.04971763128720999 1.0000000180025095e-35 1.3055253477929336 2.1349806934485605 -0.62596221256662365 -0.2988968255225074 2.2276597626323835 -1.642092651391948 -0.12173401169023605 -1.1515909833705673 -0.12362514041454555 0.8862013653042119 2.8571107612274447 -0.88929249561504953 1.3390041783085433 -1.3664195657027294 -2.0027994516645182 2.1867371514511169 -0.04167046104288237 1.0000000180025095e-35 -0.88770770177280878
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 12 18 -4 -10 26 23 14 -14 15 21 -17 -18 -5 -7 -21 22 29 -12 -20 -2 -8 -28 -19 -6
right_child=25 -3 8 7 5 19 10 -9 9 -11 11 -13 13 -15 -16 16 17 28 24 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0044613991595014229 -0.0051712219903081291 -0.000461582353579329 0.00047572023051137345 -0.00084344753611145351 0.0019833675482914411 -0.00042116642236734455 -0.00012359367692167498 -0.00057511808776626919 0.00045127531271174583 -0.0014255068000779282 0.000788674313810728 0.0035970426436491942 -0.0037343447010984377 0.0010078226329282916 -0.00079693090964260424 -0.0017623864337770309 0.0040106681214745633 -0.0022661932390930211 -0.0056098735284589672 -0.0023371993029470809 0.00058608697814064735 -0.0028391499501402477 0.00016679635094752197 -0.00093991749118256312 0.00067323440277875326 -0.00037844792613527911 0.0066429765543050568 -0.0010374285334772012 0.0028840546731612967 -0.0017608024619110527
leaf_count=422 504 36660 50639 3496 618 10936 41434 7512 4513 4683 15947 918 1561 571 29272 748 1389 584 160 6537 1170 1009 21776 3787 35090 74662 248 175 428 4482
internal_value=0 -0.00058992 0.00711717 -0.00635429 -0.0268106 -0.0290255 -0.0161368 0.0457298 0.04382 -0.0667849 0.0217086 0.0927277 -0.057958 -0.310645 -0.0483598 0.00156885 0.202652 0.31645 0.070389 -0.134041 -0.244702 -0.0228272 -0.00946245 0.0716782 0.0864453 -0.0539038 -0.0107016 0.479636 0.00416391 -0.168535
internal_count=361931 286765 250105 190270 144012 143590 124947 46258 59835 9196 62509 20652 62438 2132 60306 31034 3149 2401 38746 18643 7707 27885 26876 19734 35250 75166 41857 423 1012 5100
shrinkage=0.00747057


Tree=1794
num_leaves=31
num_cat=0
split_feature=785 728 728 516 789 645 588 714 513 332 1373 578 691 306 787 927 1046 882 205 21 564 423 661 590 537 846 509 608 513 216
split_gain=61.4014 48.2391 43.323 36.7854 44.9222 37.7231 44.3124 48.8904 38.3418 35.3734 31.5241 31.102 31.0563 30.6598 31.4246 29.8398 32.0233 28.9342 28.2474 28.1762 27.7378 28.2455 27.635 49.2621 37.2838 34.1169 27.3926 27.3153 26.9798 26.4978
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.1248358748350926 0.66777575187080795 2.250834115212506 -0.62741635080033265 1.0454229551509682 1.6399250563363121 -0.95775103874899059 -0.87905496296652397 0.32551924250032394 1.0505480127069649 1.4337814159034321 1.0483613175537825 -1.4186728844878853 0.44470034393954044 0.81663018385003094 -1.8362818876253988 1.4188032667957222 -0.29489138825914057 -0.59275567010655072 0.58895901036483078 0.44238072866629086 -0.53268848306471728 -0.37731140836110016 4.6119679209314484 1.0454229551509682 -1.0968592592769404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 9 5 6 13 -8 -9 12 -11 -4 20 14 -5 16 18 -6 -13 -14 21 -2 23 -3 -25 -24 -18 -10 -17 -30
right_child=1 22 11 4 17 -7 7 8 27 10 -12 15 19 -15 -16 28 26 -19 -20 -21 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0001563623905823883 2.2692079492815459e-05 -5.5959335595803402e-05 0.0002537593190885608 -1.7636487182754196e-05 -0.00012785718056743846 9.109903488767248e-05 -0.00015395265283925488 0.00012079682935853892 0.00050805113516114381 -0.00018575121034101322 0.00017965347802209667 -0.00043992735605712856 0.00033150105630590595 7.4868794860555416e-05 -0.00018571168482297025 0.0003142940948171813 0.00012147370152586211 7.03741463056428e-05 0.00085852951641574775 -0.00013356467056259815 -0.00016201249055813126 -6.8486137385228581e-05 -2.8912040420350847e-05 1.729462247019513e-05 0.00048051860685888599 -0.00012522625938098174 -2.032706527733104e-05 -0.0008821969132206596 -0.0019390404957968328 -9.0661733292948774e-05
leaf_count=3396 27446 12157 3407 77278 14259 18607 1484 3232 1496 1244 3464 783 612 11482 4963 2398 9289 2972 54 27768 6448 29633 27156 1464 1125 58033 9809 49 44 379
internal_value=0 -0.0376539 0.0646521 -0.0215297 0.000513757 0.0158074 -0.00153729 0.163696 0.260006 -0.0573859 0.115083 0.0924308 -0.0689612 -0.0143772 -0.0304069 0.064734 0.036722 -0.1014 -0.377953 -0.138523 -0.0420735 -0.0255738 -0.0858119 0.00864996 0.274699 -0.104586 0.0539537 0.524051 0.274417 -0.292215
internal_count=361931 332372 29559 232437 135822 118591 99984 6261 4777 96615 4708 26163 91907 93723 82241 22756 19935 17231 837 28380 63527 57079 99935 14746 2589 85189 19098 1545 2821 423
shrinkage=0.000887971


Tree=1795
num_leaves=31
num_cat=0
split_feature=785 713 519 930 872 566 382 962 652 816 590 921 853 1028 1450 831 588 689 513 848 392 332 889 728 260 2 912 854 1452 927
split_gain=27.3003 28.6277 59.2519 50.7429 46.0024 45.4567 50.6382 37.0477 36.6449 38.0098 34.0039 32.5542 32.509 31.8154 31.555 31.2137 32.2549 38.8866 30.6186 37.136 29.9467 30.034 29.8962 28.5056 28.1036 28.8604 27.3935 27.2449 27.1707 27.1599
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 3.0757328524286596 1.7115451368606267 1.0000000180025095e-35 1.3714217264408297 -0.98896428961744431 0.98567350059335823 -0.67541201360492764 1.0000000180025095e-35 0.91359539958596292 0.24965236237700447 -0.35262914890079794 2.1965197198778803 2.250834115212506 1.0000000180025095e-35 1.0454229551509682 3.5086024243106082 4.2575473192899809 1.0000000180025095e-35 3.9799828580384387 -0.49008176997875957 1.0000000180025095e-35 -0.45194371579107256 0.41325020809808216 -0.87473648844905705 1.6384569691010111 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 3 4 13 7 6 11 8 10 15 -3 12 -4 22 -11 16 -10 -18 19 -5 21 -16 26 -1 -23 -26 -2 -25 -17 -29
right_child=1 2 5 18 -6 -7 -8 -9 9 14 -12 -13 -14 -15 20 28 17 -19 -20 -21 -22 24 -24 27 25 -27 -28 29 -30 -31
leaf_value=-0.0010164756857638175 0.00055267900128651997 0.0016002440514632306 -6.2878984618111887e-05 -0.00010538996659924699 0.0015724012655304652 0.0027192482849998619 -0.00050258906907678055 -0.00081651001975440102 -0.00053414034836358115 -0.00034402234936892787 8.147529926655975e-05 0.0024535774953211202 0.0026844152848048402 0.0013739510572527442 -8.1558687797870505e-05 0.00048701757784349236 -0.00091125845020825942 0.0012821131093108114 -0.0014140330916559689 0.0038032559261589349 -0.0092203734436080102 0.0017554148779239218 -0.0064489995247820897 0.0020353100506757689 -0.0025399568938745125 0.00083417076808757094 -0.001667061961125284 0.00018825175308816237 0.0048788001811827337 0.0017786315725917415
leaf_count=3396 14731 4286 4494 28475 2968 1939 7681 45559 135148 15799 21512 2686 1131 9651 8805 4121 2972 4957 4038 588 84 5615 225 2511 708 2096 1783 20740 320 2912
internal_value=0 -0.0161351 -0.0267551 0.0280091 -0.0372874 0.0875356 0.0508995 -0.0412034 -0.0300463 -0.0423079 0.0473025 0.162822 0.0720776 0.101777 0.0231894 -0.0597085 -0.0662961 0.0661654 -0.0300793 -0.00301816 0.0857434 0.0914699 0.0364781 0.0526672 0.169559 0.00369161 0.0467004 0.0753809 0.120106 0.0530588
internal_count=361931 332372 272881 59491 254950 17931 15992 251982 206423 180625 25798 8311 5625 26390 33107 147518 143077 7929 33101 29063 17308 17224 16739 29559 8419 2804 16514 26163 4441 23652
shrinkage=0.00703968


Tree=1796
num_leaves=31
num_cat=0
split_feature=476 1097 785 1470 713 21 487 332 395 475 402 1071 994 1470 541 21 253 1456 625 955 1465 1452 1469 657 865 921 968 21 418 553
split_gain=64.4023 56.4223 52.3154 48.0027 42.1791 38.4444 36.7797 36.4096 60.7094 38.8526 38.7628 42.7492 37.4958 36.9751 32.2717 31.4408 31.2249 33.8684 31.1554 31.1076 30.6809 31.315 36.8904 29.9569 29.1677 29.1526 30.8425 28.7557 28.1746 29.8632
threshold=-1.0099296266851885 -0.95342879297703587 -0.86283290253235112 -1.1535394197080833 1.0000000180025095e-35 1.189441983669046 0.35570349484642388 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.69084194168817237 -0.71270203125691001 -0.32567218528445913 -0.55676187874653171 -2.7818205974049124 1.0000000180025095e-35 1.3778752582070839 -0.62240508625585 -0.56067130660624642 -0.40523020188868136 0.55483083833984748 -0.11463261358499251 -0.29429909822911982 1.0000000180025095e-35 1.0525743831388839 -0.20903730850203722 -0.32341995197817647 1.3578225241611832 -1.3856004661303538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 -2 -3 28 14 8 9 13 -9 12 -12 -4 -1 -8 17 -11 -17 24 21 -6 -23 -13 -10 -14 -27 -21 -5 -30
right_child=1 2 7 5 20 -7 15 10 19 16 11 23 25 -15 -16 18 -18 -19 -20 27 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.4403320939977715e-05 8.2936402299657353e-05 -0.00018171564011513707 -6.3680767145148404e-05 -9.7338314519012487e-05 6.8193267917345619e-05 0.00014199814156957492 0.00056500122455612639 -3.7150349817765611e-05 -3.0484751497684467e-05 1.2506781015060986e-05 0.00016756178798219088 5.2308066169683598e-05 2.0329670642627818e-05 -0.00021781862639281706 -8.4956639627345112e-05 -4.7274206416377597e-05 -0.00015545975931873724 0.00042014653112633414 -0.0001865193800322367 4.9643871295314684e-05 0.00016207941374174074 -5.6163199130517791e-05 -0.00074727568662516595 -0.00013430340562380395 0.00014037135462852018 -6.1061951651866797e-05 0.00022931596706371831 -7.0529765080438241e-05 0.0012802459483904224 -0.00030496915741262139
leaf_count=21047 6179 1923 12780 41187 6872 2284 207 36935 5318 8864 7939 4106 37948 17730 37166 11167 5400 870 26969 10658 12661 932 348 6465 7759 1481 4108 20202 44 4382
internal_value=0 -0.0148207 -0.000244412 -0.0869665 0.0961569 -0.115874 -0.0886055 -0.0124027 -0.0482609 -0.119589 0.013215 0.0427634 0.0670873 -0.173306 -0.0526704 -0.15605 -0.0151832 0.0642824 -0.163336 0.00327061 0.123457 0.0229282 -0.277796 -0.0728427 0.0864604 0.0439875 0.179646 -0.0357256 -0.133349 -0.33222
internal_count=361931 265375 211299 54076 22736 47897 96556 188563 89581 45644 98982 62047 51476 30510 58213 38343 15134 9734 38136 43937 20813 8152 1280 10571 13077 43537 5589 30860 45613 4426
shrinkage=0.00085349


Tree=1797
num_leaves=31
num_cat=0
split_feature=785 728 712 516 789 691 645 588 714 513 429 306 787 564 578 564 515 122 776 43 647 590 828 520 210 608 348 1049 1255 203
split_gain=62.7752 49.2675 41.3878 37.8105 43.4963 37.6615 35.6912 39.2544 46.3173 35.1088 33.1189 32.6173 30.6184 30.117 29.6732 28.9673 28.8766 32.4691 28.5744 28.3818 29.4601 76.8702 27.9009 27.7905 28.0529 27.3466 27.1348 29.2768 28.3222 26.8245
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.1248358748350926 0.32551924250032394 0.66777575187080795 2.250834115212506 -0.62741635080033265 1.0454229551509682 1.3430836380569215 1.0505480127069649 1.4337814159034321 1.4188032667957222 -0.87905496296652397 2.1518408528082529 1.4353143596930875 1.2828132024160503 -1.1606562217510001 2.2744972866152193 -0.87782724458594241 0.58895901036483078 -1.0536780337889886 1.5103007336851382 1.7227903396074284 4.6119679209314484 -0.1000730347161236 -0.41247550550616424 0.081590514740122175 1.6436232400911501
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 6 10 7 11 -9 -10 13 12 29 16 -4 -6 -2 -18 -7 20 21 -3 -16 24 26 -11 -24 -28 -29 -5
right_child=1 19 14 4 15 18 -8 8 9 25 -12 -13 -14 -15 22 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00015570012583710594 -5.1665705227637282e-05 -7.5182728803231496e-05 0.00025121803722782249 -1.8641778231354865e-06 -0.00010315146594058412 9.3065284829662776e-05 9.2143620142381567e-05 -0.00015085985774968648 0.00011877968389612789 0.00049210035710103525 0.0001025449561917734 8.1917891406100689e-05 -0.0001798951988977599 -0.00017567364922754425 -0.00017430683270516558 0.0002539904660888323 2.219089532724028e-05 0.00034130904228347157 -0.00013645319145159647 -0.00029888548408470064 -7.8390574120502048e-05 0.00043978350289661206 6.4495824515763424e-06 -0.00012158160376717201 0.00039725170918881363 -0.0009031246628981378 -8.5801253174829666e-07 9.5550564213658695e-05 0.00034199270521594852 -0.00012530308759708172
leaf_count=3225 40325 4660 3439 67465 16457 2748 18607 1484 3232 1496 7107 11482 4963 5877 1661 774 12222 1423 26913 4157 89769 1349 8392 2203 1021 49 2976 3234 3408 9813
internal_value=0 -0.0342753 0.0691071 -0.0179862 0.00436273 -0.0543378 0.0194027 0.00252419 0.158129 0.251985 -0.0257819 -0.00955428 -0.0260846 -0.0440893 0.0952071 -0.0959811 -0.0268107 0.0635011 -0.128769 -0.0829739 -0.0757853 0.0799613 0.0682356 0.0888165 0.114708 0.505868 0.0949385 0.171806 0.250791 -0.0156811
internal_count=361931 332372 29559 232437 135822 96615 118591 99984 6261 4777 66954 93723 82241 59847 26334 17231 53970 13645 29661 99935 95778 6009 22895 21234 19031 1545 18010 9618 6642 77278
shrinkage=0.000887971


Tree=1798
num_leaves=31
num_cat=0
split_feature=50 194 115 728 1452 739 671 1023 1030 294 705 1124 1449 147 121 775 828 153 567 1465 1465 1467 1465 1290 1470 1362 1454 1457 21 767
split_gain=27.5072 47.2109 24.9024 26.5964 26.9663 26.9635 27.2246 25.9502 25.3437 25.0123 23.8374 28.1873 26.8401 30.1286 27.3042 25.1455 24.876 24.3805 25.0194 23.4326 25.4698 45.3928 28.4629 24.3168 28.3076 32.1417 32.5386 31.3787 31.9256 27.792
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3947035982071894 -0.49008176997875957 0.79547082264194502 1.2177549451092726 1.0000000180025095e-35 5.5066796363144226 1.849255368847196 0.24998551187518486 1.4811233430041424 0.9142881638016378 0.74561756370782817 -1.2842105034133204 1.0000000180025095e-35 1.4559532807586273 -1.2607149127990549 -0.79653645594801525 0.31980670659661753 0.56487967955244278 0.60673285399673105 0.013940624581295987 0.57942899407087378 1.8124611990991408 -1.0707526962657208 1.0000000180025095e-35 3.8331818028246452 -0.16810441299000942 -2.2144973715372043 -1.7043507926952586
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 7 10 -6 -1 12 -12 15 14 -14 16 -5 -15 -19 23 21 22 -21 24 27 29 -27 28 -2 -26
right_child=19 -3 -4 5 8 -7 -8 -9 -10 -11 11 -13 13 17 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00027666950448047953 0.011069503506810663 -3.1187583703417182e-05 -0.0022447741777049633 -0.0053958423681507665 0.0028832772661699451 -0.0026919829552473316 3.8909529192344652e-05 0.0071399980502607138 -0.0049616409360775174 -0.002293360180376596 0.00026833106503441326 0.0085913994971037067 0.003306377437224619 -0.0048172097436907022 0.0228422814616621 -0.0039959192765226881 -0.0012481643321251941 0.002031279769165071 -0.0013673221459336257 -0.0015576890846052357 0.00036754972399311513 0.0066194720743470072 0.0043339526884117758 -0.0010010628038849808 -0.0020568531319353541 -0.00030384560797005696 0.0071121782128108586 9.7866342816640948e-05 -0.0015710101103220729 0.00036064120124180336
leaf_count=7616 67 90336 8149 1191 1847 5660 13059 102 222 2413 1349 224 125 690 45 2893 24794 2065 1769 786 32376 579 396 9623 1992 53215 154 8088 8543 81563
internal_value=0 -0.0341282 -0.0905923 -0.0763521 0.0266257 -0.105271 -0.0877816 -0.13333 0.27059 -0.0298224 -0.139329 0.178184 -0.156773 0.0244956 1.17069 -0.193066 -0.16768 -0.014127 0.0508484 0.0069601 0.0582453 0.313852 0.0628262 -0.00449908 0.00188521 0.0126471 -0.0331431 -0.0832323 -0.17836 0.0382335
internal_count=361931 164549 74213 66064 12098 53966 48306 35247 2069 10029 35145 1573 33572 4694 170 28878 25985 4524 3834 197382 34137 1761 1182 163245 153622 136924 53369 16698 8610 83555
shrinkage=0.00824811


Tree=1799
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 516 789 765 332 561 1242 1237 954 645 588 723 513 744 1121 608 1382 624 21 585 630 833 568 1373 1470 595 1189
split_gain=62.8665 50.3745 37.0976 37.078 33.0393 36.1646 33.2949 31.2053 30.7649 34.9914 30.4059 28.3068 28.0274 33.8031 41.5554 30.8165 28.0189 27.8642 27.5111 26.3922 27.2681 26.2323 26.9853 26.2771 26.2054 25.9538 25.8179 25.66 25.4634 25.0651
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 1.0000000180025095e-35 1.1248358748350926 2.1763216024766678 1.6399250563363121 0.39290959862627112 3.5578112322456241 1.4298092310842805 0.98873640907070304 0.66777575187080795 2.250834115212506 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 2.265446543733638 4.6119679209314484 1.0134361585418981 -0.24487498702133631 -1.0798509198017876 1.0000000180025095e-35 -0.33907042154898792 0.84607950486420924 -1.2796133882301775 -0.95775103874899059 0.78209301887286675 1.0000000180025095e-35 -1.0096337021262032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 7 6 12 8 9 19 21 28 13 -6 17 -16 -7 -15 -17 20 -2 -5 -23 24 -24 -25 -9 -13 29 -3
right_child=1 11 -4 10 5 16 -8 26 -10 -11 -12 27 -14 14 15 18 -18 -19 -20 -21 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014662353581994155 -0.00010786596800491711 2.8638448045780292e-05 -8.3829169015986875e-05 -0.00017505198551393672 5.4336601187137978e-06 -0.00015635564543801955 -0.0001608928841135057 -0.00019821500879851109 -0.00012026519703855792 0.00082971818242347987 -0.00015011434611486693 0.00012838750881060659 0.00010257207647613161 -0.00017193869350229263 0.0001381741292903753 0.00052634993424855131 6.6828518694213826e-06 0.0014787854084902284 -0.0010438104117017153 7.4726474863424071e-05 -8.2378930153175019e-06 0.00018018424924085352 1.6113619864231185e-05 -0.00059095899547209423 -0.0003209906822267297 0.00014430433054752752 0.00017950705650784257 -0.00018933801029399558 -0.00017395669954813994 -8.7355895578897751e-05
leaf_count=3225 20135 10875 35150 1222 76970 7727 3694 869 22758 179 1892 4512 15608 1286 2581 1234 7141 34 40 7880 26002 10877 4267 191 1070 6815 3149 1449 19547 63552
internal_value=0 -0.0368492 -0.0203739 0.0666005 -0.00961021 0.0126318 0.0273574 -0.0461564 -0.0578954 -0.0303436 0.0912644 -0.08605 0.034633 0.0182899 0.175746 0.278548 -0.0845628 -0.143648 0.540349 -0.0337573 -0.0548984 0.111185 0.126805 0.0584133 -0.056493 0.142164 0.126706 0.0646055 -0.0981025 -0.0800654
internal_count=361931 332372 232437 29559 197287 116315 101447 80972 76954 54196 26334 99935 97753 82145 5175 3855 14868 1320 1274 54017 46137 24442 23220 12343 5337 7006 4018 5961 93974 74427
shrinkage=0.000887971


Tree=1800
num_leaves=31
num_cat=0
split_feature=785 728 727 1431 771 43 784 921 727 971 954 677 602 767 214 701 1245 372 200 519 1470 1116 889 363 284 1149 212 487 905 1465
split_gain=73.4669 56.1576 44.1343 41.6502 35.0245 33.1016 32.3917 32.0222 41.0297 31.6842 30.6465 30.166 51.5734 32.5883 29.086 29.0573 29.003 28.5624 34.6692 27.7103 26.9875 26.2451 25.8168 26.2603 25.7422 25.5572 25.5563 25.9339 25.3423 24.8354
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 1.4820751525130569 2.2744972866152193 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.8891902375834092 0.98873640907070304 1.0000000180025095e-35 1.0000000180025095e-35 1.1233556138015588 1.3758997814403655 -1.6742589776458892 -1.7128333084108756 -0.89164644713046382 -1.281871280663196 2.1420547332082829 0.78209301887286675 3.0978055213067548 2.6474452267957287 -0.70289997055014775 -1.4950250354433621 -0.45171589405301432 2.8437866769773872 -0.64506775864975041 1.0727613779984251 -0.51923091368911811
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 28 4 6 10 11 24 -9 -4 21 12 16 14 15 -13 -2 18 -17 -20 -12 -3 -19 -24 -8 -23 -18 -28 -1 -11
right_child=1 5 9 -5 -6 -7 7 8 -10 29 20 13 -14 -15 -16 17 26 22 19 -21 -22 25 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.0617967614255688e-05 -0.00075079506447248406 -9.0530544534488629e-05 -0.00012648217784440522 -9.1353547976166604e-05 -0.00018485788842092008 -0.00033320087907161999 -0.00030470016829254064 -0.00017971030397213213 0.00023550104613757791 4.914944465382123e-05 0.00014574296480665875 -0.00013953100104933415 -7.2172022781530158e-06 -8.0784351147247175e-05 -0.00010668422114474777 -7.2397609992497016e-05 -0.00013054312301335441 2.162827051171103e-05 0.0001747404286434311 0.00054513841860520738 -0.00019567567649173996 -0.00046961063169712286 0.00091851557307951208 0.00017628137993940638 3.0818915840374399e-05 0.00077156682206372092 0.001066766784962971 6.3258539484298244e-06 0.00021034219452999774 0.00022024208709597564
leaf_count=11025 742 89530 1561 35150 4703 4157 1202 1098 5482 5040 4445 3920 38013 14282 6832 2057 31755 52667 4238 862 1422 135 188 1348 27258 246 179 461 1526 10407
internal_value=0 -0.0379939 0.0736643 -0.0206051 -0.00919709 -0.0898486 -0.00469005 0.0533923 0.183502 0.146832 -0.0820336 -0.0187132 -0.0567663 0.00603309 0.0239931 0.0368008 -0.140223 0.0471739 0.173652 0.260432 0.0755075 -0.0948304 0.0311948 0.295532 0.0215709 0.495386 -0.130982 0.406813 -0.0190144 0.177534
internal_count=361931 332372 29559 232437 197287 99935 192584 35040 6580 17008 95778 157544 71150 86394 72112 65280 33137 61360 7157 5100 5867 89911 54203 1536 28460 381 32395 640 12551 15447
shrinkage=0.000923845


Tree=1801
num_leaves=31
num_cat=0
split_feature=1440 1454 1465 665 678 21 1154 338 1423 1398 701 1427 869 798 141 1458 831 1246 3 1119 761 168 131 1293 94 567 21 503 212 1469
split_gain=28.0951 28.0307 28.2093 28.0855 42.2459 26.3334 25.5363 28.3787 25.5278 29.7072 26.2001 25.6359 26.7633 26.8438 25.4231 25.0604 28.1324 25.0377 27.4725 24.8923 24.8497 24.7716 27.8527 26.9582 24.6296 28.5143 24.6206 34.0347 26.6179 26.2017
threshold=1.0000000180025095e-35 -1.0936914102283182 2.873316917895123 3.0858555402564884 1.6243751288565669 -3.9164670491403295 1.0000000180025095e-35 -0.67742393113063393 1.0000000180025095e-35 1.8521090001427376 1.9104626628360679 0.48575677691355118 -0.57653763495970078 -0.72980068035298162 1.9266540625236714 0.084403803362298288 2.5208032222702177 0.96828832786774044 0.08428357217159009 -0.50620318867237335 2.4130835502434373 2.083638303870464 -0.37314326152536875 1.0000465497840521 -0.92452276083484231 -0.62606026000072057 -0.32341995197817647 -0.58479719577628297 -0.46395754424523855 -1.1847055095685743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 20 -3 7 -2 9 10 11 12 13 -7 -8 16 -13 18 -14 -16 -5 22 -10 -24 25 -23 27 29 -29 -20
right_child=6 2 -4 4 -6 8 14 -9 21 -11 -12 15 17 -15 19 -17 -18 -19 26 -21 -22 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0054967503493831846 -0.002078971645873149 0.003587763133320097 0.0010021133326957529 0.0011579944121069584 -0.0050719900583153302 -0.00049219884754242004 -0.00025178248295262357 -0.00055929346107648644 -0.0010277505924087989 -0.0008385717109137881 -0.00094640146200211867 8.6960080081737907e-05 -0.00027781546069622774 0.0006341876474146523 0.0053127203786157628 0.00086151747159571865 0.00461210808247831 -0.00070338732144377338 0.0034265201944547554 0.00035178955370899665 0.0046788895533199371 -0.0010433480340013236 -3.4538286046545141e-05 -0.0015224995795246462 0.00017824675951751601 0.0054556494994603202 -3.4468933035817074e-05 -0.00093592967776653967 0.00065749866983093525 0.0010501714409510816
leaf_count=309 8254 477 6470 2547 224 6750 24122 14963 23269 11580 6991 37158 63189 24054 435 17631 319 19294 1223 690 559 292 30094 4905 2803 574 34257 4119 9092 5287
internal_value=0 -0.0026531 -0.00203789 -0.00537615 0.185608 -0.00789843 -0.0667821 -0.134522 -0.00880007 0.000945448 0.00627713 0.010468 -0.00337342 0.0544546 -0.0179126 0.0526163 0.0183711 -0.0173642 -0.00570065 0.312853 0.247931 -0.0544022 -0.0678853 -0.0285709 0.127249 0.471336 0.0300889 0.0933191 0.0260404 0.220794
internal_count=361931 313467 313158 306688 3330 303358 48464 23217 302881 240944 229364 222373 167265 30804 25247 55108 37477 136461 117167 1125 3106 61937 58268 34999 3669 866 53978 19721 13211 6510
shrinkage=0.00718047


Tree=1802
num_leaves=31
num_cat=0
split_feature=785 728 728 516 789 691 804 588 714 872 429 306 578 143 791 731 660 854 87 701 564 515 122 899 954 1100 927 1115 203 882
split_gain=82.2644 55.9355 45.5893 39.3792 45.7796 36.8932 36.7053 42.764 51.2782 41.4932 35.0488 34.0648 33.3232 33.145 35.7085 33.2515 41.9557 40.3694 34.9063 33.1923 32.6983 30.6162 32.2863 30.4538 30.2756 30.2546 30.2524 30.0597 33.4873 29.6185
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.1248358748350926 0.32551924250032394 1.3537602816678871 2.250834115212506 -0.62741635080033265 1.0000000180025095e-35 1.3430836380569215 1.0505480127069649 -0.87905496296652397 -0.72319605263816955 1.0000000180025095e-35 1.7256957373890334 0.26872683687560334 -0.87473648844905705 0.53412053349422439 -1.5015643584693861 1.4188032667957222 1.4353143596930875 1.2828132024160503 0.49295497209557659 0.98873640907070304 1.0486018294583193 1.0483613175537825 -0.62075723651993064 1.6436232400911501 0.44470034393954044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 6 10 7 11 -9 -8 20 13 -4 -5 15 17 -17 -15 19 -18 21 -2 -23 -21 -3 -16 -10 -14 -29 -6
right_child=1 24 12 4 29 -7 9 8 26 -11 -12 -13 27 14 25 16 18 -19 -20 23 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00016399143594080569 -6.3741256619756612e-05 -0.00010184343278950236 0.00029183625667741171 -0.00011200311387776096 -0.00014178030457479094 -0.00012978939042513154 -2.0009838784212349e-05 -0.00017020596787899365 0.00030086418823586301 0.00020117966558292014 0.00010759628028024737 8.4163779335024019e-05 -5.9526891803465621e-05 0.00015446783093321713 9.8527472806466749e-05 -3.3980082935512695e-05 -6.2043241490319389e-05 -9.5104808926587474e-05 -0.00018133878666832436 0.00067126685169958315 -0.00020365612220201563 1.9670434581613012e-05 0.00036375923675973601 3.4466657173892119e-05 5.9782095338197838e-05 -8.5522500925593769e-05 -0.00015960141771259934 0.00014048781775654763 -0.0001849776631826676 7.5212716344044884e-05
leaf_count=3396 40325 93974 3407 19035 14259 29661 5897 1566 4401 7891 7107 12147 5416 2886 17332 5497 614 32201 669 1291 5877 12222 1423 412 5961 6152 600 15904 1436 2972
internal_value=0 -0.0418254 0.0762419 -0.0244705 -0.00168036 -0.061501 0.013737 -0.000930025 0.157442 0.11337 -0.0332773 -0.0132628 0.104573 -0.0298954 -0.00795334 -0.0451224 0.0765398 -0.0753412 0.284911 0.402149 -0.0520649 -0.0340778 0.0588094 0.543278 -0.0935429 0.0610988 0.254348 0.0759439 0.11859 -0.10448
internal_count=361931 332372 29559 232437 135822 96615 118591 104803 6567 13788 66954 98236 26163 86089 67054 43570 8483 35087 2986 2317 59847 53970 13645 1703 99935 23484 5001 22756 17340 17231
shrinkage=0.000961169


Tree=1803
num_leaves=31
num_cat=0
split_feature=785 516 452 506 564 789 515 928 718 651 507 912 677 1038 973 914 788 701 564 1238 8 1214 634 363 1431 728 424 864 578 659
split_gain=27.7212 28.3944 35.1471 68.3231 39.8664 34.599 31.28 31.154 56.6169 50.5947 54.1026 37.8563 37.7641 37.2161 32.6398 32.6715 31.9709 30.31 29.8987 28.8523 28.4629 28.2416 28.1378 29.4196 27.9703 27.2158 26.8215 26.4973 26.4927 26.4309
threshold=-0.86283290253235112 1.0000000180025095e-35 0.60725649753328859 -0.33605752069368178 1.4188032667957222 1.1248358748350926 1.4353143596930875 -0.52992354128753727 1.7690287660176487 1.1107569744011787 1.0941628986121894 1.4915456331499788 1.0000000180025095e-35 1.5197873595272351 0.84874543308613937 -0.20113678851527941 1.2661110625217866 -1.7736892129293305 2.1518408528082529 -0.40677623306953564 1.8266921461592336 1.0000000180025095e-35 -0.50353649731503902 0.31294783059339076 1.0099929608726099 -0.49008176997875957 -1.1850033464706222 0.72275257928592751 -0.87905496296652397 0.62821384419828064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 4 -4 6 7 26 13 11 10 14 12 21 27 15 24 -14 20 -7 -18 -17 -9 -12 -24 -10 -1 -2 -3 -27 -28
right_child=1 5 3 -5 -6 18 -8 8 9 -11 22 -13 16 -15 -16 17 19 -19 -20 -21 -22 -23 23 -25 -26 28 29 -29 -30 -31
leaf_value=-0.00096482393914962836 0.00057423626544214005 0.00039302990493966908 0.0020016806954068463 -0.00019367111466943277 -0.0013909730685058965 -0.00067320605469205956 0.00016879956225919994 -0.0004766843765537585 0.00016843406344723655 -0.0015313466784071179 0.00088491978450162161 0.00054486744834864921 -0.00031244865813224266 0.0015410255796782712 -0.0011454153116461476 -0.0017284685889632297 0.0012724812103862191 0.0020048654887621633 0.0017843387838462786 -0.0003314649220902702 0.0084897994623617939 -0.001509647987553109 0.0043947331902514696 0.00048676629138830196 -0.0042688093472725347 0.0017645510652351717 -0.00045184526603755828 -0.00059125925515830628 0.00034088242640861521 -0.0013722637179505379
leaf_count=3396 6424 42560 4108 17725 10410 22622 27590 25356 3073 2045 1480 12196 34096 5295 2631 961 5992 4944 1102 4658 59 12951 1657 573 460 3407 63140 7382 22756 10882
internal_value=0 -0.0164296 -0.0437548 0.0430496 -0.0610332 0.00058831 -0.0465155 0.0121448 -0.0100732 0.102266 0.144282 -0.0333984 -0.0522317 0.0548228 0.069495 0.125978 -0.0125208 0.22423 -0.0789792 0.0919496 -0.142028 -0.114293 0.364259 0.507127 -0.0420156 0.0528989 -0.0713965 0.0351829 0.0750743 -0.0846244
internal_count=361931 332372 140279 21833 118446 192093 108036 168369 113132 17883 15838 95249 83053 55237 12128 9497 44746 5964 23724 10650 1020 38307 3710 2230 3533 29559 80446 49942 26163 74022
shrinkage=0.00690165


Tree=1804
num_leaves=31
num_cat=0
split_feature=785 728 727 516 143 791 513 1234 691 429 354 592 498 980 971 588 762 564 776 515 122 540 537 595 1189 155 1116 50 1250 1323
split_gain=62.6915 49.3042 37.3455 36.6535 42.9856 41.0225 43.6141 46.6455 40.1566 33.8432 31.5105 31.373 55.4128 32.3375 30.7828 29.5131 32.9524 29.0767 29.0716 28.9234 32.4962 28.7297 34.4203 32.3686 31.7163 28.3206 28.1455 26.8245 26.7631 27.0237
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.72319605263816955 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 0.32551924250032394 1.3430836380569215 1.5953315033430044 -0.59494694347224619 1.0537604389553616 1.1391987967745187 -0.8891902375834092 2.250834115212506 2.109947825562037 1.4188032667957222 -1.1606562217510001 1.4353143596930875 1.2828132024160503 0.35001124564692748 2.1533051290640106 1.0000000180025095e-35 -1.0096337021262032 0.85791629766231614 -0.55768626409362898 1.4829784501753427 -1.4342385322771654 3.0082871096711936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 -5 10 -7 -8 9 17 11 12 -6 15 -4 16 26 19 -10 -2 -21 23 -23 24 25 -3 -13 -26 -20 -30
right_child=1 21 14 4 5 6 7 -9 18 -11 -12 13 -14 -15 -16 -17 -18 -19 28 20 -22 22 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-1.8651289758806218e-05 -5.6450141917709406e-05 0.00010199958290915588 -0.00013622594160289447 -6.959323401477427e-05 -3.4086674651212558e-06 3.6095372692308729e-05 0.00032986281626459345 1.273204556981135e-05 9.3124760499289802e-05 0.00010579884668868473 0.00013751693865572565 -0.00013500104252401357 0.00031529641953967433 -0.00015362013597721268 0.00015049445727960311 0.00014274738254397461 0.00019125436646149708 -0.00018264739920888492 -0.00043052328355630039 2.0382872794899087e-05 0.0003521748438471474 -1.4462062498429193e-05 0.00054400141521877084 -0.00020450102896079085 -0.00011705623868687362 -0.00022253064269699729 -1.6774518956225133e-05 3.7462040191441675e-05 -0.00013521346174431847 0.00078605847422291556
leaf_count=12551 40325 8010 1561 30609 8224 24270 4174 2810 2748 7107 5821 11771 2671 7632 15447 3623 2251 5877 2251 12222 1423 14500 446 18186 51536 1990 31966 5267 24524 138
internal_value=0 -0.038221 0.0650525 -0.0219395 4.24824e-05 0.0197864 0.0853735 0.225297 -0.0576836 -0.0282059 -0.00753915 -0.020009 0.0827198 -0.0404171 0.132551 -0.0198377 -0.0356134 -0.0466852 -0.134371 -0.0297375 0.0605396 -0.0868543 0.00574249 -0.106721 -0.0847624 0.0472748 -0.0494159 -0.107022 -0.159434 -0.139849
internal_count=361931 332372 29559 232437 135822 105213 31254 6984 96615 66954 73959 68138 10895 57243 17008 49611 45988 59847 29661 53970 13645 99935 14946 84989 66803 10000 43737 56803 26913 24662
shrinkage=0.000923845


Tree=1805
num_leaves=31
num_cat=0
split_feature=685 1242 1445 184 1469 636 432 859 789 1470 470 284 1152 1465 843 980 1185 951 345 12 622 359 418 1023 815 1400 1049 497 218 349
split_gain=27.6755 34.3998 32.6191 30.1897 31.2459 30.011 29.3687 28.3525 36.9496 35.6345 32.8965 29.2871 28.8992 28.0447 28.4073 27.0256 28.1836 37.8739 27.5997 26.3686 26.297 25.997 25.0365 24.9424 24.4702 28.1968 26.2478 35.3092 28.2449 24.359
threshold=0.58104764358843186 1.9493317737837044 1.6380901172106308 1.384368771371848 0.40860155981874441 -1.1034353467587172 -0.50162633948236224 -0.54135187694831066 1.1248358748350926 -1.3545928909252491 0.66595742291584703 -1.4433106477662789 1.9060981115738789 2.873316917895123 2.0054490827892364 -1.1249798698964946 1.1813172952012962 0.4454315257619969 -0.56803759401277953 -0.0027355577712671122 -0.52623212525724783 -1.6311396487406724 -0.90954220418756992 5.5066796363144226 1.0000000180025095e-35 0.060927627065598684 1.181006381036557 0.84189669826710489 1.7137044554837673 -1.1297313163864542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 24 -3 -4 8 9 -1 11 -11 -13 14 15 29 17 23 21 -6 -16 22 -19 -17 -2 26 28 -28 -26 -9
right_child=1 5 6 -5 19 -7 -8 13 -10 10 -12 12 -14 -15 20 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0022104337321302192 -0.00069562096326102225 -0.0014214003378645486 0.00021110700844483352 -0.0017979373393543054 -0.00052595865042853274 0.0031837025219066247 -0.00093449471048539915 0.0012983398742376633 -0.00065966567774494559 -0.0014947920967386312 0.0011291962300709292 0.0004258282004505283 -0.001178544772579355 0.0012488396637441875 0.0018373918557060809 -0.00018787752269237176 -0.00067067122972471263 -0.0029266840644887925 0.00074065075806959812 -0.0022133514000501997 7.3055644417014675e-05 -0.00062272698198451539 0.011374285463599742 0.0045698859261740265 0.00069540419411423201 -0.00062520969479008305 0.003772448320009151 -0.0024791313424988672 -0.003261428631450848 -0.0012000030888573057
leaf_count=1182 14604 705 12287 6651 9299 1458 25914 1392 9594 3237 12697 57485 3560 3887 3113 103196 20733 59 22913 5399 5454 6233 94 216 8296 6332 1345 279 592 13725
internal_value=0 -0.0622547 -0.00192407 -0.0752067 -0.0540461 0.241781 -0.0758232 0.00559879 0.0374771 0.0533007 0.0594619 0.0377671 0.0470633 -0.0111024 -0.0155213 -0.0225538 -0.0146216 -0.00239523 0.0663749 -0.155983 0.102885 -0.0635253 0.873537 -0.0237006 -0.0129167 0.0432402 0.112786 0.36722 0.0623684 -0.128356
internal_count=361931 54960 306971 52797 46146 2163 38201 268770 87755 78161 76979 64282 61045 181015 177128 168561 153444 132711 29299 14698 8567 6386 153 103412 31448 16844 10512 1624 8888 15117
shrinkage=0.00732408


Tree=1806
num_leaves=31
num_cat=0
split_feature=1430 1298 746 809 1158 708 968 144 150 1444 1294 1437 225 498 668 651 980 602 483 1112 906 1113 897 675 970 346 1451 21 495 1443
split_gain=27.5117 49.5708 37.7186 44.9936 32.618 31.8392 30.9481 30.1003 27.2331 27.0525 25.7453 25.5938 28.2061 27.0783 25.5707 25.4762 26.2392 30.3089 27.191 32.9394 25.4519 25.6188 30.2771 25.1826 29.3756 24.8227 25.1888 24.7935 27.6399 26.8575
threshold=0.54622893720785959 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 1.0000000180025095e-35 0.65358753075264209 0.40164392283431488 -1.2580867582094546 0.072358506187344976 1.0000000180025095e-35 5.8276895212233049 1.0000000180025095e-35 -0.58295096463877727 1.9004659221911799 2.4066784983698959 1.1107569744011787 0.096699266796497971 2.6455866734826223 -0.88475961544779758 1.7985037969789224 -0.87511639267918928 0.22453668183497077 3.6478620742481156 0.44359160413691395 -0.68903569641304141 -0.10321047508264365 0.311727642589465 1.5676574675808517 -0.51829765244230097 -0.37623767839913169
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 8 10 -6 -4 27 14 12 13 -3 -1 -2 18 -18 19 -17 21 22 -5 -13 -25 26 -26 28 -9 -29
right_child=15 11 5 20 7 -7 -8 9 -10 -11 -12 23 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.0023606698237060549 0.00028374850364863154 0.00022217047339357935 0.00025010820915141724 0.0011173592829069284 -0.0034942688619851547 -0.0016426640797819103 -0.00059006674660707595 -0.0011847370898949874 0.0023947464977418544 -0.0017587258055211346 0.035714238622634044 5.8911745478727996e-05 -0.00033503680435994056 0.0033893234440705595 0.0012157953962204746 0.0033197172154866895 -0.00072893563118097359 -0.0037076167842025362 -0.00032744021848219509 -0.0044167973606459481 -0.00034852716465127721 -0.00067978408869704288 0.017185113049336807 0.0017707796068676858 0.00041950391718588301 -0.00044417627510242322 0.0023827463443948805 -0.0023363718306342309 0.00013330674350988783 0.0024353484031181686
leaf_count=16081 73671 25149 3419 6025 1907 1319 7881 8145 2204 6453 20 42775 65575 722 718 1050 4806 1084 4266 170 40544 3053 24 4624 6143 5308 1911 3362 23108 414
internal_value=0 -0.0213251 -0.059989 -0.0725281 -0.12198 0.0912786 -0.210298 -0.0817949 0.156632 -0.0700241 -0.294345 0.00448356 -0.0211361 0.0443004 -0.297161 0.0245975 -0.0719231 -0.174543 0.0360322 0.324606 -0.0229818 0.0855876 0.166901 0.0380168 0.103483 0.0526462 0.125414 -0.0448262 -0.0215591 -0.24344
internal_count=361931 276884 124677 117735 68089 6942 24700 43389 5623 41482 16819 152207 91446 25871 16799 85047 11376 5890 5486 1220 49646 9102 6049 60761 17986 13362 8054 35029 31253 3776
shrinkage=0.00718047


Tree=1807
num_leaves=31
num_cat=0
split_feature=476 1235 785 1467 332 395 705 1176 713 487 541 1467 955 865 21 625 710 899 508 1119 906 1470 1465 1452 1469 1154 1468 705 1464 467
split_gain=58.675 56.5844 58.1794 42.3337 39.4973 56.242 41.4289 39.3564 37.7354 35.5497 33.7613 32.6844 32.3941 30.8296 30.7253 30.4847 30.4584 34.6994 37.8468 34.8581 31.3667 32.4281 30.3126 30.0548 34.1774 29.7753 28.1127 27.6924 34.8264 32.5159
threshold=-1.0099296266851885 -1.24934742919911 -0.86283290253235112 4.0242090356330973 1.0000000180025095e-35 1.0000000180025095e-35 0.9500464794385356 -0.54948467686383295 1.0000000180025095e-35 0.35570349484642388 -0.55676187874653171 1.4788072840855835 -0.56067130660624642 1.0000000180025095e-35 -2.7818205974049124 -0.62240508625585 1.0759805622453016 0.9401013718043012 0.93928964529742032 2.3215534417818238 0.16625471017447682 -0.014236416144143367 -0.40523020188868136 0.55483083833984748 0.078137871353226335 3.5588968425229606 2.8970362673674974 1.4811233430041424 -0.045917158466491741 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 8 7 5 11 -6 -2 -3 10 -1 16 13 -7 -11 -16 20 18 19 -18 21 25 23 -10 -25 -4 -13 -23 29 -29
right_child=1 2 4 -5 6 12 -8 -9 22 14 -12 26 -14 -15 15 -17 17 -19 -20 -21 -22 27 -24 24 -26 -27 -28 28 -30 -31
leaf_value=2.0715433307194163e-05 -0.00017253740836870276 -0.00016738298548260008 -3.7330947590760961e-05 0.00046949608431612387 -7.7144578325285951e-06 -3.424217191965433e-05 8.0595678133950344e-05 -3.5735485470235215e-05 7.3782577967640252e-05 0.00058723607630699738 -8.5213871359758326e-05 0.00017059100545311731 -3.5624944504514499e-05 0.00014228844683236998 -4.4486531972528122e-05 -0.00018809218385769545 -5.3435912342367032e-05 -0.0003906773541344052 0.00041443703776117654 0.0012724515285494028 -0.00024610443618576993 -0.00021586944213360638 0.0001702799620972172 -7.4301128402940589e-05 -0.00079776390515699249 0.0011144970644880311 -0.00054342700870134105 1.2775663669753099e-05 -0.00047093052711363631 0.0012731968807819895
leaf_count=21047 19858 1975 13328 443 83411 5895 21914 21559 6987 207 37166 2792 33119 8181 11167 26969 3581 803 1030 74 13188 12191 12849 1024 301 60 275 184 193 160
internal_value=0 -0.0127762 -0.000330051 -0.0976775 -0.0126747 -0.0491817 0.0133253 -0.107549 0.100584 -0.0833301 -0.047952 -0.117172 -0.00139002 0.0809016 -0.149814 -0.15703 -0.136425 0.0274511 0.104138 -0.0213789 -0.164548 -0.115167 0.126228 0.0272998 -0.261844 -0.0310909 0.120438 -0.213525 0.30453 0.73189
internal_count=361931 265375 223515 41860 200379 95054 105325 41417 23136 96556 58213 47859 47195 14076 38343 38136 44792 5488 4685 3655 39304 26116 21161 8312 1325 13388 3067 12728 537 344
shrinkage=0.000887971


Tree=1808
num_leaves=31
num_cat=0
split_feature=129 699 700 760 1450 1051 126 1455 954 1458 1217 1465 541 1243 427 87 1368 1400 21 564 917 521 1078 1232 21 622 1276 1392 488 83
split_gain=27.1861 27.5154 31.871 34.4351 34.4472 28.9275 27.9051 26.8412 26.2292 27.2879 25.3436 27.7296 25.9344 28.204 27.9379 26.0703 25.073 25.0364 30.2197 25.8831 27.7429 26.0857 24.6842 24.6693 24.8338 24.6399 24.5783 24.663 24.5346 24.4558
threshold=1.0000000180025095e-35 0.59162642796216924 0.71453131945276749 0.32927949618471913 1.1061061531643281 2.658618568664846 3.4826299468242277 4.0789913919971044 3.5442616861027205 -0.46589091170928792 1.9780750160580907 5.0903406167395211 -0.55676187874653171 -0.071087869931052941 -1.299051271537867 -0.39849493746813164 2.0941200464680074 0.71797065436529939 3.0805194032280743 2.3227733840757487 0.064231899636057174 0.61544172599432045 1.0000000180025095e-35 0.78391842308143811 -0.13431221002227373 1.3766441182655031 -0.96919729058253512 3.0243454669273118 3.1716671059802404 1.7782140315227712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 23 7 10 9 16 11 12 13 14 -1 -16 -9 18 19 -14 21 -21 -15 24 25 -4 -5 -28 -25 -3
right_child=-2 29 5 26 -6 -7 -8 8 -10 -11 -12 -13 17 22 15 -17 -18 -19 -20 20 -22 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-0.0012765244705267437 -0.00043742377929739977 -0.00034516842233801002 0.0012301895401513902 -0.0022052994140110264 0.00069622922297057509 0.0039015808053604727 -0.0020354773436388144 0.0051042152607864719 -0.014648061278461572 0.00043016429312519553 0.00087918096530264025 0.0040446709226687342 -0.00015073487782217522 8.1569851995612595e-06 0.0011508495717078631 0.00023454667888515794 -0.0043722258845509806 -0.00085534856214166983 -0.0038491364065418084 0.000949901994760874 -0.0012379712516051512 0.0041321001382981304 -0.0014687345759688449 -0.00053378006419929245 0.00012597986675186415 -0.00044177200041759033 -0.00035768006763326409 0.0038055022131755468 0.008689516820305377 0.00078712684933183031
leaf_count=2121 48087 72142 14231 2120 16848 561 1353 618 20 857 6291 299 66544 12419 10496 15569 69 13221 425 2004 896 697 3531 7174 13362 2590 42703 297 69 4317
internal_value=0 -0.00205578 0.00973941 -0.00160347 0.013599 0.0708818 0.00134084 0.00467944 0.282813 0.313554 0.00108265 -0.00619603 -0.00798984 0.0341647 0.0744759 0.0918614 0.637814 -0.0325736 -0.0161379 -0.0121708 0.170751 0.276897 -0.0417328 0.0631051 0.0900934 0.149704 -0.0600373 -0.0487629 -0.0659155 -0.0410228
internal_count=361931 313844 237385 199398 154278 37987 137430 136077 1564 1544 134513 128222 127923 44136 28186 26065 687 83787 70566 70141 3597 2701 15950 37426 30183 16821 45120 43000 7243 76459
shrinkage=0.00663365


Tree=1809
num_leaves=31
num_cat=0
split_feature=785 516 691 789 928 728 470 507 689 3 1038 796 911 912 712 429 858 507 764 906 50 1237 564 554 1262 749 388 694 841 854
split_gain=65.9643 44.2187 41.768 38.7573 38.3973 52.0235 49.5493 42.8548 47.4263 41.3373 41.3482 40.1343 39.4252 36.3243 35.5213 34.3512 31.9649 34.663 31.0292 31.0068 30.792 30.0699 29.0614 27.405 29.063 27.9355 28.1661 27.2926 27.2496 27.0667
threshold=-0.86283290253235112 1.0000000180025095e-35 0.15595171202395139 1.1248358748350926 -0.52992354128753727 -1.3163276726681863 0.66595742291584703 1.0941628986121894 1.1511195098725142 -1.1986659295676256 1.5197873595272351 -0.75739456769098112 0.77693903076620996 1.5201729453194983 -0.63779424894106762 1.3716071297642392 1.0825608069246189 0.22202972584594274 3.4031559543789043 -0.0066211250818630609 0.55630078546380823 1.4298092310842805 2.1518408528082529 -0.23596308538136901 -0.59982610255204472 1.0000000180025095e-35 1.0000000180025095e-35 1.2342127532274445 2.6160775462607586 -0.87473648844905705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 15 4 9 7 13 19 27 -3 -11 -8 16 18 -1 23 17 -13 20 -6 -7 29 -5 24 -2 26 28 -9 -25 -16
right_child=1 3 -4 22 5 6 11 8 -10 10 -12 12 -14 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014208803501062392 -6.4303532310320769e-06 -0.0001479129849358772 -0.00011831318760062001 -0.00010536079236668687 -8.6864700534540181e-05 -0.00012570768040912568 0.00016124417916101675 0.00052268705075226608 -0.00031135158785844868 3.6658652371999541e-05 0.00022110583692982628 0.00021758828625472341 -0.00015627024105064249 4.4379065068301756e-05 0.00029858987139725398 8.2572042308131738e-05 -0.00019431210343880749 -5.3125544600003037e-05 0.00057646543083041026 0.00010052263919937129 -2.4584694553725958e-05 -0.00014892819881096421 0.00021059549102774033 8.7266746339681166e-05 -0.00013655714554106066 -6.477195279086123e-05 -0.00013588779343437786 0.00018653547012078111 -0.00068910454412819905 8.2531622829175874e-05
leaf_count=3225 11879 5071 49242 22622 6359 48739 6348 1283 568 45272 4894 4072 4811 9227 2402 8959 1587 2807 294 7760 16843 1892 1102 14501 27316 24428 3729 2434 225 22040
internal_value=0 -0.0356505 -0.0693719 -0.0145452 -0.00241699 -0.0268804 -0.0494909 0.0779227 0.25991 0.0446134 0.062023 0.0408708 -0.0235541 -0.0798564 0.0702752 -0.0408623 0.0620767 0.120962 -0.100713 0.0174793 -0.104331 0.0943574 -0.0981701 -0.0568038 -0.105141 -0.0178716 0.0466928 0.340792 0.0858081 0.114149
internal_count=361931 332372 140279 192093 168369 113132 94728 18404 4285 55237 50166 19625 13277 75103 29559 91037 8466 6879 65876 14119 65582 26334 23724 82078 39195 42883 18455 3717 14726 24442
shrinkage=0.000905731


Tree=1810
num_leaves=31
num_cat=0
split_feature=51 1371 150 1216 980 651 194 395 899 764 771 911 921 1298 1436 574 1116 795 1435 858 497 1071 568 87 1318 1156 1447 914 156 67
split_gain=26.5232 25.466 25.415 25.1343 24.2673 48.7211 30.4737 49.9534 33.2089 32.6694 30.3577 29.6923 29.3351 32.4993 28.468 28.2883 27.7728 30.967 27.2924 25.7479 26.7358 30.4335 25.7358 32.4984 25.7197 24.9862 24.6735 31.6224 24.385 24.2394
threshold=1.0111847875080273 3.4357416210103824 2.9995871339440323 2.3855481443271001 1.456835372314697 1.1107569744011787 1.0000000180025095e-35 1.0000000180025095e-35 0.26180301970377823 -1.0542411235906197 2.1520315739779554 2.309006585848373 1.0000000180025095e-35 1.5690779363521359 0.60428344764309971 0.6251511886302028 2.8395370799469446 2.2787187648503688 1.0000000180025095e-35 1.0825608069246189 1.656418941702585 0.69084194168817237 -1.3060859784749599 -0.60024440669672285 2.0813658856061843 1.0000000180025095e-35 1.2420411362750934 -0.048972941852979381 -1.1003691979828194 0.77035905420283102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 12 7 14 10 -10 15 -9 13 16 25 18 -6 -18 28 20 -11 -22 -13 -24 -7 -1 -20 -28 -8 -2
right_child=29 2 -4 -5 5 24 8 11 9 19 -12 22 -14 -15 -16 -17 17 -19 26 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00059139850844543151 -0.00057019844565430237 -0.0019110088252072099 0.009951642607676699 -0.00092736137038951954 -0.00030952090480773549 -0.0025382300472890865 -0.0034927468823561293 9.0605885149891348e-05 -0.00071515570302300914 0.00065460971355459118 0.0011722967034681413 -0.0048589133640187573 -0.0010511735545405505 0.0015955205075636112 0.00030087325015047277 0.00057705972387772511 0.0017730425295871767 0.014879491932709115 -0.00068863783113251424 -0.00037389077819601434 0.0025235693559303432 -0.00056422198143640085 0.0070340755537893016 0.0014940103249360215 0.0054611179545599551 -0.0017515048758015631 -0.00081422010888469601 0.002134010808431432 0.00017216243723290107 0.00084341404421753091
leaf_count=37319 51240 3846 60 10846 11831 3321 589 61795 5594 37976 5888 140 6832 3313 8988 15030 188 45 30391 5294 3726 945 346 1014 118 11076 1689 1798 36949 3744
internal_value=0 -0.00134595 -0.223788 0.000607745 0.0040764 -0.0604293 0.0107329 -0.0191489 0.0306393 0.0728898 0.00507597 0.0200576 -0.0226947 0.0315897 -0.0813524 -0.00536032 -0.0253491 0.697497 -0.0244655 0.0896056 0.107089 0.253655 0.318107 0.399722 -0.304662 -0.110909 -0.0702428 0.093376 0.0164887 -0.0603491
internal_count=361931 306947 3906 303041 292195 25648 266547 120678 145869 53535 92334 63295 22209 15377 57383 86446 12064 233 71416 47941 42647 4671 1500 1360 3439 48395 33878 3487 37538 54984
shrinkage=0.00747057


Tree=1811
num_leaves=31
num_cat=0
split_feature=785 181 837 567 727 1286 8 1463 942 484 1030 263 145 444 1467 139 402 1464 905 264 619 4 346 428 913 1244 1047 1272 746 713
split_gain=53.7088 48.7821 36.7878 39.3544 36.1103 33.0677 36.5508 35.8074 45.3611 30.2652 28.542 28.3847 27.0484 26.4549 25.7315 25.376 24.9656 25.5444 24.8978 24.4781 24.3915 24.3708 24.0194 30.0692 23.8568 23.4977 23.4612 23.3561 23.478 31.7062
threshold=-0.86283290253235112 1.0000000180025095e-35 0.64384972645585192 0.98191358321475442 1.0000000180025095e-35 0.78161905918100072 -1.3201780167189929 -0.043407658172389896 0.44633743931240322 0.40243943359777712 0.99422031274767553 1.6445160113075163 -1.1507712560729344 -1.030303753827398 -0.41259912630364309 -1.0330013613250195 2.3072461888407707 1.7288330941478851 1.0727613779984251 1.0000000180025095e-35 0.83082504555296788 2.1904736008933035 0.22414172584433242 -0.68788648655711215 0.40768509764638933 -2.0027994516645182 2.5785020864136827 1.0425293070791588 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 13 18 9 -7 16 14 27 22 20 -11 -4 15 -9 -8 -18 -1 -17 25 26 -6 -24 -23 -3 -22 28 29 -2
right_child=1 11 3 -5 10 6 7 8 -10 12 -12 -13 -14 -15 -16 19 17 -19 -20 -21 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.917100468337464e-05 5.2724864212856211e-05 -0.00064733233817084726 -0.00024741631533594787 5.4442152789147794e-05 0.00016200886705413124 -0.00018955577121654966 1.5335020710832675e-05 0.00066161940856580728 0.00024693931710486608 0.00010551978138036768 -0.00017863352006736966 8.7107003433912e-05 -8.5665350274992849e-05 -7.2454413117027506e-05 -2.6650568747743465e-05 -6.2929133105553021e-05 -0.00038027563627942619 0.0010256506018429434 0.00018112170765112635 0.00022624449377364099 -2.1879137260536126e-05 8.659308460458472e-05 -0.00031645152961824676 7.7540032718746772e-05 0.0013013313213612967 -0.0001016196867557146 0.0006940168369938606 5.3091840012451216e-05 4.1763856445246975e-06 -7.3346206892201598e-05
leaf_count=11025 8193 465 4473 8329 12160 2580 21683 268 4928 2973 997 3060 33295 46023 6130 1569 724 32 1526 2248 5295 148 748 3103 82 60630 140 16035 60053 43016
internal_value=0 -0.0362422 -0.0234483 -0.0770355 0.0594899 -0.0100887 0.0450989 0.0605067 0.139464 -0.0246561 0.125974 -0.0976486 -0.0852126 -0.103798 0.0560679 0.186923 0.00476581 -0.371098 -0.0244428 0.141224 -0.110655 0.0304225 0.14897 0.00269783 0.75831 -0.127835 -0.000224638 -0.00929805 -0.021454 -0.0611216
internal_count=361931 332372 262552 58825 29559 203727 40162 37582 15143 163565 17008 69820 36268 50496 10215 4085 22439 756 12551 3817 66760 5665 16011 3851 230 61095 5435 127297 111262 51209
shrinkage=0.000820348


Tree=1812
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 728 12 712 1449 651 1237 1430 232 21 1243 706 285 736 927 854 712 585 690 1181 508 354 175 553 1012
split_gain=74.3987 51.8826 97.01 48.1275 53.8254 43.7778 43.2114 35.5847 34.3312 33.9065 32.8861 30.9762 30.4238 29.7479 29.7445 29.6779 28.9764 28.0438 27.7953 27.5877 28.4456 31.6044 27.8025 27.4318 27.092 26.1435 29.6744 26.7243 26.1592 25.9922
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.49008176997875957 -0.59727736220901595 -0.63779424894106762 0.74561756370782817 1.1107569744011787 1.4298092310842805 4.2254883379486126 0.92584771804271815 -1.0798509198017876 1.473013388195284 -0.3535015761321067 -1.1152437199248966 1.0000000180025095e-35 1.0483613175537825 -0.87473648844905705 1.0000000180025095e-35 1.0000000180025095e-35 2.5658375092775985 -0.59467284272644005 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35 -0.40557632866038712 1.4711245761114824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 15 7 8 -1 -5 24 12 29 14 -10 25 -8 -3 -4 -11 -18 20 -16 22 -22 -23 -2 26 27 -9 -29 -6
right_child=1 3 16 4 10 -7 11 13 9 17 -12 -13 -14 -15 19 -17 18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00014550937928798166 -0.00017867882963086462 -2.5108294952748075e-05 2.2756285315435425e-05 -4.5245461316487856e-05 -7.8070926112095598e-05 -0.00025526215312875048 -0.00018342771363863173 0.00017951396106335118 -0.00016755753609398315 0.00046689485404870186 -0.00035338865406925286 -0.00014172344729507453 0.00078157750550028918 -5.3313642626247195e-05 0.00030277504289435086 -0.00013208681107361301 -2.0289567792729512e-05 -3.5553589654954214e-05 -0.00011957372903870385 0.00029578789946112059 9.7321203956113119e-05 0.00013832168797811906 -0.00013910173227516469 -0.001165216738332282 9.3582530783382659e-05 -3.877714677106998e-05 0.00035791201527290485 0.00014877061270873523 -7.7983486994420564e-06 0.00050447465449470397
leaf_count=3396 2450 115614 30816 9440 4692 20329 1200 9671 38294 514 1384 1877 97 4378 2045 12354 32414 6141 19283 2888 2973 11887 3237 56 5424 3544 1669 5574 8033 257
internal_value=0 -0.0388131 -0.0735642 -0.0148051 0.0385835 -0.154427 0.0735622 0.0657368 -0.120752 -0.152808 -0.132715 0.101146 -0.186947 0.0960018 0.121246 -0.0393157 -0.026348 0.00868295 -0.0607623 0.137761 0.111338 0.0850186 -0.0300217 0.151814 0.0213266 0.119811 0.142862 0.124585 0.0667975 -0.0566954
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 45046 6333 26163 38391 32869 24286 127968 82513 6655 51697 23086 20198 18153 6210 11943 7874 28491 24947 23278 13607 4949
shrinkage=0.00087056


Tree=1813
num_leaves=31
num_cat=0
split_feature=545 785 1442 921 783 712 710 841 470 796 723 629 769 1097 713 1452 583 419 464 726 795 543 854 797 660 1160 646 1315 322 1145
split_gain=64.3055 59.2033 43.977 39.7042 69.1918 45.7375 45.5117 50.603 50.2122 45.7301 43.3796 39.9413 38.784 37.7458 38.0608 36.9732 35.6224 34.5928 33.5959 35.4109 38.4135 33.2977 32.9004 40.2446 33.2088 32.7485 31.6327 31.5176 29.9961 29.2142
threshold=-1.0372938969678034 -0.86283290253235112 -1.2625182715263061 1.0525743831388839 1.1155635910225459 -0.63779424894106762 1.9207401787728819 -0.99024594510213471 0.66595742291584703 -0.75739456769098112 1.0000000180025095e-35 0.85100208288363743 2.2342001346882543 -1.2571877020351898 1.0000000180025095e-35 0.64630234182991153 -0.55326332990463356 -1.7224791228939573 1.0000000180025095e-35 1.0000000180025095e-35 0.73593705410083743 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 -0.72421686037558375 0.68536004617275303 1.0000000180025095e-35 -1.3414588660583417 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 13 28 6 10 -6 8 17 18 16 -5 15 -12 -2 -15 27 -10 -8 19 -4 22 29 23 -21 -24 -11 -27 -9 -3 -1
right_child=1 2 3 4 5 -7 7 11 9 25 12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.12554032488199e-05 -0.00015340479919020679 -4.4222321968608775e-05 7.4251828366696097e-05 -0.00010853853016353135 -0.00024382725167343121 0.00029663872578162263 0.0015887681255443286 0.0011017068232783789 -4.1524796560081869e-05 4.9349493199915564e-05 5.5362939230232965e-05 -0.00016901165015968726 0.00069680806290090707 -0.00016112797043389668 0.00012000538443193025 0.00042254786530463481 0.00022903170491993244 -0.00017145741556068338 -2.4661201810208681e-05 -0.00010561970661726 6.4267235763433434e-05 -0.00019714361515675051 -5.4333054562427157e-05 0.00026935189688594467 -0.00018510798559605738 3.4258513594749327e-05 -0.00015738692196164893 0.00010947160333979227 -0.00017082881610622032 -0.00012069031162525771
leaf_count=47536 2486 22584 4574 8812 609 5096 39 102 2392 14671 11639 1290 341 2059 21790 1817 5637 3196 64523 3904 5282 14850 12600 1650 35435 4851 7166 6729 16598 31673
internal_value=0 -0.0142559 -0.0257102 -0.0138248 0.0626844 0.262964 -0.026222 0.09382 -0.0367466 0.0300156 0.00349729 0.162462 0.0815634 0.081161 0.107111 0.212522 0.165287 -0.16006 -0.0594554 -0.101637 -0.119655 -0.0890635 -0.14033 0.027016 -0.162688 -0.0102004 -0.0883316 0.139707 -0.102216 -0.0713104
internal_count=361931 267872 241537 202355 26497 5705 175858 13173 162685 34717 20792 9938 11980 26335 23849 8648 8029 3235 127968 63445 58871 94059 53589 5554 48035 26688 12017 6831 39182 79209
shrinkage=0.000905731


Tree=1814
num_leaves=31
num_cat=0
split_feature=785 728 712 516 143 791 513 1234 332 1373 354 691 1047 1148 728 660 1237 645 43 561 972 647 590 21 1071 588 1450 478 1380 899
split_gain=67.4721 53.0984 41.8735 36.4854 44.0915 41.3731 45.1561 47.1463 36.9918 32.4216 32.1795 32.1375 31.566 39.2784 34.015 34.6159 31.5616 31.4037 30.6741 29.3927 29.3521 29.145 73.2189 28.6206 28.3932 32.9803 30.8066 27.4973 27.2652 26.3954
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 -0.72319605263816955 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 1.6399250563363121 -0.95775103874899059 1.5953315033430044 0.32551924250032394 -0.58754514755031995 0.85514867284464147 -1.3163276726681863 0.26872683687560334 1.4298092310842805 1.0999280683389623 2.2744972866152193 0.39290959862627112 0.51201093483371429 -0.87782724458594241 0.58895901036483078 -1.8362818876253988 0.69084194168817237 2.250834115212506 1.1911932593428711 1.0000000180025095e-35 -0.7441865517000823 0.59526813135096279
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 -5 10 -7 -8 11 -10 12 19 -6 14 15 17 -4 27 21 20 -2 22 -3 -13 25 26 28 -14 -16 -17
right_child=1 18 16 4 5 6 7 -9 9 -11 -12 23 13 -15 24 29 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016276784033253386 1.5212373836798685e-05 -8.1505208950534731e-05 0.00010168363686800012 -7.13281471094681e-05 -9.5661180471405972e-05 3.2862154319403364e-05 0.00032435984629048027 1.186079042512706e-05 -0.00019212947957309671 0.00018521968086593823 0.00013411540070553773 0.00033652415609512781 6.8643383425052781e-06 0.00010579074133641755 -0.0002252221218547935 0.00037845894298014452 -0.00015666749444049062 0.00038327971806164821 -0.000320097310087891 -0.00011593800836270221 -0.0001071305425893146 -8.7480887135951149e-05 0.00043015592051264516 -0.00013985648338502504 -0.00016698950687965946 0.00020977967187701659 0.00015554502554394577 -0.00041961236423215229 -3.7645556189387464e-05 -0.00014775181932574031
leaf_count=3225 33930 4660 24442 30609 17458 24270 4174 2810 1244 3464 5821 612 3384 10087 3583 1896 1892 625 4157 18506 11091 89769 1349 27768 5958 1801 2391 760 19745 450
internal_value=0 -0.0412916 0.0657548 -0.0243909 -0.00246142 0.017536 0.083374 0.225714 -0.0600294 0.116104 -0.00990712 -0.0718392 -0.0225104 0.00286564 -0.0271993 0.104412 0.0919899 0.00189223 -0.0916897 -0.0445248 -0.0152248 -0.0842034 0.0704429 -0.142436 -0.0556866 -0.0261024 -0.0472057 -0.0669171 -0.0723093 0.313571
internal_count=361931 332372 29559 232437 135822 105213 31254 6984 96615 4708 73959 91907 68138 50680 40593 7115 26334 4769 99935 63527 45021 95778 6009 28380 33478 27520 25719 4144 23328 2346
shrinkage=0.000905731


Tree=1815
num_leaves=31
num_cat=0
split_feature=253 61 0 837 1361 1469 414 1464 68 566 360 970 1327 285 639 1387 831 1042 771 1176 1470 1177 1178 1047 547 1458 1393 1358 1458 1457
split_gain=27.5957 27.5237 34.0505 29.2866 28.1828 36.5222 38.1328 29.3551 27.9696 27.5956 34.6705 33.4701 25.5151 24.9257 26.8226 25.2734 24.6528 24.4959 24.3004 23.7919 23.6973 23.4464 22.9258 22.4892 29.7593 29.6348 29.3198 28.7614 24.7895 28.887
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.7232170171423564 0.21452036120184984 1.0000000180025095e-35 -1.2555191570968998 -1.3693375230464373 1.0388566758402207 -1.1626050849680647 1.8619965878080877 -0.035146583746198438 0.58149931651357278 0.95500990106320405 0.78012259899056458 -0.087025534251020095 -1.824745535321034 0.3388957061736263 1.2377017144463676 2.5012979548364331 -1.4603133757192925 -1.2954595170378473 -0.8893948489254806 -0.44503569072539734 -0.28051449816694968 3.113643367141731 -0.71693843586677841 1.4255492411410262 0.48172645892998917 -0.68909410285287098 -0.29762823873573524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 9 -4 5 6 -3 13 -9 11 -11 16 21 14 22 -15 18 -18 20 -13 -2 -8 -6 27 25 -25 28 -1 29 -27
right_child=1 4 3 -5 7 -7 12 8 -10 10 -12 19 -14 15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0003109958943305977 0.0015434971667123872 0.0088185367300791274 0.00083120565335019611 0.0062284014323957439 -0.00065186142383742143 -0.0015843072506956017 0.0033335659378319949 -0.0038596363982859451 0.0019798793705384627 -0.00027799478003957009 0.0026773701707758072 -0.0036079060458375622 0.0062331062514168522 0.018844841564582816 -0.0011247288009742784 -0.0018509120207441825 0.00065828025087533745 -0.0013629205492124987 0.0018423312039688258 -0.00077328701547491681 -0.00049592788212756843 -0.0028407677637383366 0.0010476094381181749 0.00075602666997614024 -0.0016939268005847889 7.0430551974164036e-05 -0.00089041471724105807 0.00036397196087064384 0.00020945844379155373 -0.0040733943284876244
leaf_count=83089 1662 154 1014 468 4501 17560 206 316 2360 2389 1930 1721 140 20 6915 4958 16930 2248 1305 18685 38461 541 5642 21835 3296 1034 7668 24468 89598 817
internal_value=0 -0.0394313 -0.015345 0.346581 -0.09218 -0.174753 0.206113 -0.0419216 0.185436 -0.0216709 0.149055 -0.0327293 0.0354342 -0.072506 -0.0314156 -0.235528 -0.00643522 0.0604049 -0.040922 -0.125456 -0.0529014 -0.12824 0.0443388 0.00389294 0.0235191 0.0281547 0.0120459 -0.0211521 0.0228731 -0.228928
internal_count=361931 130126 86813 1482 43313 18601 1041 24712 2676 85331 4319 81012 887 22036 17058 4978 60606 19178 41428 20406 40123 747 10143 231805 124248 120952 99117 107557 91449 1851
shrinkage=0.00747057


Tree=1816
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 727 12 712 1449 1430 651 232 1243 909 706 285 736 1181 1012 508 354 175 553 971 1384 1079 78 953 905
split_gain=62.8236 47.817 96.8565 48.7348 50.5845 45.8829 36.9582 35.041 34.1682 34.5713 31.0466 29.9413 29.6051 29.2754 29.2735 27.9481 27.6297 27.4799 27.0985 26.2046 25.9143 29.591 26.414 26.1556 25.6 31.0714 25.4229 25.2956 26.7354 25.1809
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 1.0000000180025095e-35 -0.59727736220901595 -0.63779424894106762 0.74561756370782817 4.2254883379486126 1.1107569744011787 0.92584771804271815 1.473013388195284 -0.67290761646258057 -0.3535015761321067 -1.1152437199248966 1.0000000180025095e-35 -0.59467284272644005 1.4711245761114824 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35 -0.40557632866038712 -0.94977692966989535 0.054422267959887458 3.0729769241839433 0.51980652663356819 1.0000000180025095e-35 1.0727613779984251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 13 7 8 29 -5 18 10 -10 19 20 -3 -8 -4 -11 -17 -2 -6 21 22 -9 -24 25 -16 27 28 -19 -1
right_child=1 3 15 4 11 -7 14 12 9 16 -12 -13 -14 -15 24 17 -18 26 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.739710870014425e-05 -0.00017578184590828519 -2.4857198306270574e-05 2.4423316335361947e-05 -4.446632143636827e-05 -7.5949059231539623e-05 -0.0002555646341966776 -6.7080136457235798e-05 0.00017880254613450642 -0.00016462327596313426 0.00046848351451815574 0.00079469399415084082 -0.0003373438501963617 -5.3185684471365437e-05 -0.00013114901240151149 7.094247457700195e-05 -1.7476574448401113e-05 -3.04980006290511e-05 -0.00015413264467471874 9.6615235195712565e-05 0.00050918140385584302 -3.8396101344090458e-05 0.00035724013735214516 0.00014876853461490003 -7.7958125113819273e-06 0.00016813291544252022 -0.00075039815620660494 0.00059164097061967442 -0.0002592924376763942 3.6178409095511574e-05 0.00019791093459487711
leaf_count=11025 2450 115614 30816 9440 4692 20329 2491 9671 38294 514 97 1384 4378 12354 499 32414 6141 9011 5424 257 3544 1669 5574 8033 13779 239 163 5175 4934 1526
internal_value=0 -0.0373316 -0.0707156 -0.0142849 0.0394439 -0.151545 0.0660378 0.0657674 -0.117024 -0.149032 -0.183516 -0.12665 0.095796 -0.0389551 0.133142 -0.0235061 0.0141916 -0.057334 0.0247647 -0.0541301 0.119547 0.142495 0.12424 0.0667886 0.171557 -0.215546 -0.133561 -0.143403 -0.0912188 -0.0187751
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 45046 38391 6333 32869 127968 17008 82513 6655 51697 7874 4949 28491 24947 23278 13607 14517 738 19283 19120 13945 12551
shrinkage=0.00087056


Tree=1817
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 727 12 1449 712 651 1430 232 909 1243 706 736 508 354 175 553 1012 971 1384 981 1431 1384 21 200 705
split_gain=57.3717 47.0485 92.0594 49.2435 51.0939 43.4813 35.9698 34.7161 33.1988 32.5071 31.2717 30.9732 29.7484 29.6759 28.9242 26.2979 28.4934 26.0802 29.2653 26.6245 26.5962 25.9334 25.7805 31.0154 25.4289 25.1046 25.6809 26.9785 35.3401 32.3304
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 1.0000000180025095e-35 -0.59727736220901595 0.74561756370782817 -0.63779424894106762 1.1107569744011787 4.2254883379486126 0.92584771804271815 -0.67290761646258057 1.473013388195284 -0.3535015761321067 1.0000000180025095e-35 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35 -0.40557632866038712 1.4711245761114824 -0.94977692966989535 0.054422267959887458 -0.38896401988591511 1.0099929608726099 2.0240922013875893 -0.70163543588998201 -0.97734522064874174 0.89008618839080589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 14 7 8 -1 -5 9 24 21 -11 17 -8 25 -4 -17 18 19 -9 -21 -6 23 -15 -2 26 27 -3 -29 -30
right_child=1 3 15 4 10 -7 13 12 -10 11 -12 -13 -14 22 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.6567053528935515e-05 -0.00017140899252272756 4.7770937468205093e-05 2.4156554916930119e-05 -4.057941128299899e-05 -7.1214790830469307e-05 -0.00024360795031669842 -6.9348978258839929e-05 0.00017822076042815318 2.7086950528537588e-05 -0.00015681068032319078 -0.00033391328702631301 0.00078326372389813303 -5.0023092558824949e-05 6.615712908833381e-05 -0.00012595927958477293 -1.4147622445544473e-05 -0.00011282738776232845 -3.5605855703854388e-05 0.00035155571461740245 0.00014903044563289246 -5.7490135991051814e-06 0.00049955498929073064 0.00016293109734241549 -0.00073915790628221935 9.7398764053859059e-05 -9.1703762762229937e-05 -0.00015311582539473027 -9.5347039880596134e-05 -2.1915473672464024e-05 0.0001001760589807172
leaf_count=12551 2463 26360 30816 9440 4692 20329 2491 9671 7886 38294 1384 97 4378 499 12354 32414 19283 3544 1669 5574 8033 257 13779 239 4180 19208 4882 19983 36811 8370
internal_value=0 -0.0345465 -0.0676974 -0.0116898 0.0423178 -0.146676 0.0642923 0.0687759 -0.113075 -0.143609 -0.124612 -0.178134 0.0986635 0.130545 -0.0364987 -0.0216979 -0.0545424 0.122472 0.145493 0.12734 0.0696599 -0.0505063 0.169245 -0.219655 0.00823413 -0.0261594 -0.0127545 -0.00496275 -0.0283954 0.00268593
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 45034 6333 38391 32869 17008 127968 82513 51697 28491 24947 23278 13607 4949 14517 738 6643 115614 96406 91524 65164 45181
shrinkage=0.00085349


Tree=1818
num_leaves=31
num_cat=0
split_feature=728 691 1124 556 785 1465 771 6 928 727 858 507 470 590 878 1221 651 789 1038 326 476 1230 1458 904 844 561 651 788 140 212
split_gain=27.9464 28.2352 27.162 26.7379 27.581 38.135 29.546 26.5762 26.5721 38.9001 37.3016 37.1542 34.1888 30.9601 30.8871 38.0244 35.7227 28.1661 34.4926 30.5075 28.9808 26.9135 26.089 25.4887 27.3729 25.3381 25.327 25.0685 26.1289 25.1572
threshold=1.0000000180025095e-35 1.4255342478983304 2.9119499769605071 1.3560380072848763 -0.86283290253235112 -0.51923091368911811 1.4820751525130569 2.1700102224353928 -0.52992354128753727 -1.1275738623161491 1.0825608069246189 0.65809631222906606 0.66595742291584703 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.9964111233105486 1.1248358748350926 1.4877098820172767 1.0000000180025095e-35 1.1361236590950645 -0.92106560951488936 2.6054386111478895 -0.71421588700953131 -1.1174211628359536 1.8547906298300847 1.1107569744011787 1.0000000180025095e-35 1.8255777504023045 -1.4335375753153206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 23 7 8 10 11 17 -10 14 26 16 -16 -11 18 19 20 22 -21 -6 -1 -25 -18 -13 28 -14 -29
right_child=-2 2 -4 -5 6 -7 -8 -9 9 12 -12 13 27 -15 15 -17 25 -19 -20 21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0018413642969880115 -0.00039110995766314469 -0.00051833889952874362 -0.0051083235440079261 -0.00063960006369840434 0.00017692051093470056 0.001543620297478376 -0.0015141750464938524 -0.001240749373503137 0.00025664532382792059 -0.0034707774155875995 -0.00085511121076832324 0.0030018250414057496 0.00010364164552825359 -0.0018127629950231102 0.00022179299696883936 -0.0012452252113274269 -0.00062789554860226567 -0.00058484373547836564 0.0022873019760157711 -0.0010504691615931105 -0.002425995238320103 0.0013268839987015562 0.004867408324067804 -0.0086163284638357106 -0.0008254427619701362 -0.0036695860073930873 -0.0014610753799325807 -0.0055477737205495382 -0.0039018171768096304 0.0014152813515223963
leaf_count=1466 109090 26598 655 21063 19293 11314 4469 5583 25176 3319 6292 4036 12468 676 27687 8987 26522 5682 4843 1889 1847 18424 381 181 4075 1597 516 210 568 7024
internal_value=0 0.00186087 -0.069926 0.00971943 0.0168784 0.102103 0.00908413 0.0133498 0.0179595 -0.00156037 0.0556701 0.0671803 -0.0253515 0.227648 -0.0522831 -0.0124834 -0.112666 0.0754248 0.0935793 0.0723201 0.00842906 0.127942 0.0338277 -0.045516 -0.131065 -0.0880188 0.288648 0.0464902 -0.00745081 0.142949
internal_count=361931 252841 27253 225588 204525 17036 187489 183020 177437 118786 58651 30404 88382 5228 68112 36674 31438 52359 46677 41834 21521 20313 19674 5722 4256 28119 4552 20270 13036 7234
shrinkage=0.00875296


Tree=1819
num_leaves=31
num_cat=0
split_feature=785 181 712 837 567 1286 8 1463 942 133 263 484 911 145 1467 1459 1217 1450 1465 1452 1457 1469 1449 444 402 139 476 1458 1047 1464
split_gain=77.9058 56.7162 39.7801 39.4497 39.5556 37.8735 35.8137 38.8835 47.0676 33.0008 31.1387 30.7964 29.9103 27.7568 26.4201 26.3731 30.4851 27.56 25.9412 30.5662 32.2627 29.5114 37.6673 25.8364 25.509 25.5006 25.3923 26.5647 26.0985 25.299
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 0.64384972645585192 0.98191358321475442 0.78161905918100072 -1.3201780167189929 -0.043407658172389896 0.44633743931240322 2.7171092817986957 1.6445160113075163 0.40243943359777712 -0.88177944220274473 -1.1507712560729344 -0.41259912630364309 0.53912233727729608 1.9780750160580907 6.3256978922114095 -0.40523020188868136 0.32331123534916567 1.4496650373183211 -0.83850545498565088 0.59618467655696206 -1.030303753827398 2.3072461888407707 -1.0330013613250195 0.21638653661781299 1.8460070869938618 2.5785020864136827 1.7288330941478851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 23 11 -7 24 14 12 15 -2 -4 -13 25 26 17 -17 19 20 -14 -21 -23 -5 -8 -9 27 -3 -28 -26
right_child=1 10 9 4 -6 6 7 8 -10 -11 -12 13 18 -15 -16 16 -18 -19 -20 21 -22 22 -24 -25 29 -27 28 -29 -30 -31
leaf_value=-0.00014169081468114395 -1.1642723409401436e-05 -0.00018958983152709421 -7.014700412358116e-05 -0.00025995044390059304 5.1845876317045468e-05 -0.00019428603104977896 1.42703976247437e-05 0.00069221744448884782 0.00026213071721522451 -0.00027066472992850549 9.0457276060070316e-05 0.00010773268363258453 7.2203936241492685e-05 -9.3424363633578535e-05 -2.7025335742964032e-05 -4.5847663479635725e-06 -0.00051301718165898012 0.0011109793104956741 0.00016890317435768311 0.00015232618004339202 0.00065483254030565216 -0.00049611674964513547 0.00021389057549391495 -8.0432768218438195e-05 -0.00039983558538335851 0.00012348035392471148 -9.1534384514614506e-05 0.00016737468121676583 0.00028528151310982912 0.0010586104995809202
leaf_count=3225 127297 28440 3087 4473 8329 2580 21683 268 4928 822 3060 2973 6477 33295 6130 11586 460 62 13632 637 332 985 362 46023 724 3817 24599 885 728 32
internal_value=0 -0.0411602 0.0738338 -0.0273716 -0.0827319 -0.0135567 0.0454319 0.0606588 0.142847 0.0993266 -0.107114 -0.02911 0.112801 -0.0900546 0.057956 -0.120664 -0.0199923 0.00534251 0.139728 0.0506315 0.116788 -0.183059 -0.370188 -0.109495 0.00266882 0.190442 -0.146502 -0.205001 -0.0927037 -0.376863
internal_count=361931 332372 29559 262552 58825 203727 40162 37582 15143 26334 69820 163565 25512 36268 10215 66760 12108 11648 22425 8793 6809 1984 1347 50496 22439 4085 54652 29325 25327 756
shrinkage=0.00085349


Tree=1820
num_leaves=31
num_cat=0
split_feature=43 862 785 1355 8 728 650 567 417 936 652 903 646 1463 1080 616 1450 277 1466 659 527 141 557 1106 224 63 865 692 635 420
split_gain=27.8039 26.3978 26.9558 26.4317 33.8168 31.8003 45.5967 38.6827 35.3897 34.0717 31.6569 32.1523 30.4708 30.3121 36.2947 29.9286 29.3188 27.0088 25.7309 25.5132 26.5585 30.7273 26.7442 27.7752 26.1331 27.2905 25.7694 25.3602 24.6219 24.3717
threshold=1.0000000180025095e-35 -0.97446007815901359 -0.86283290253235112 0.78446141766648569 -1.4200097598171988 -1.3163276726681863 1.6923072129381651 2.0365552509707867 2.060697391700526 0.30310323293594316 -0.98896428961744431 1.7055891618857262 0.99988622835687535 -0.043407658172389896 1.0000000180025095e-35 1.8678075598288324 0.88343564287383192 1.3490773523025463 -0.040841789135633681 2.2359170208873898 1.0000000180025095e-35 -1.4097319535004476 -0.28003222873004341 0.87296213096508113 -0.25595117220695285 1.6358667268722165 0.34189790550582932 -0.76344318542298206 -1.0078220877720911 -1.6094091862567068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 27 5 -5 6 8 9 12 10 -7 16 19 -6 15 -15 -12 -8 -16 20 21 24 -22 -24 -4 -26 -21 -3 -9 -11
right_child=-2 2 3 4 13 7 17 28 -10 29 11 -13 -14 14 18 -17 -18 -19 -20 26 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00084632560068160709 -0.00038254764779847736 -0.00075381538871307423 -0.0010364546075285652 -0.0016496066303052397 5.1227018107055043e-05 0.00057548348042855426 0.001563497578959336 -0.0023013595279673797 0.0026794890656773353 0.0026685280804143929 -0.00024057387398784626 -0.0012949936540218446 0.0010395097838935127 0.00060137123520791137 0.002654622320973723 -0.0022537530302137515 0.00058500479110623052 0.0061296858078332865 0.00061518536014568939 0.00047130842280482699 -0.0007388646481710973 -0.0012109345181506308 0.0013790349904536532 -0.0017138087376241623 0.0090824964498471602 0.00086690617028669368 0.0050248985089977249 0.00070611647083203288 0.001358031360113969 -0.00063986728336614014
leaf_count=11263 74777 3296 407 2529 27213 14242 3076 589 1140 806 79254 7058 5322 11295 3366 1232 11849 370 2232 1240 4551 9795 4292 803 219 368 408 20425 4829 53685
internal_value=0 -0.000708088 0.00325595 -0.00395777 0.0422716 -0.015663 0.048381 -0.0284023 0.0188415 -0.0351032 -0.013451 -0.0286412 0.00184298 0.0546598 0.122385 0.0548833 -0.0176759 0.287077 0.260669 -0.0361749 -0.0576638 -0.137537 0.0246235 0.128319 0.297084 0.687341 0.236154 0.0725429 0.149165 -0.085333
internal_count=361931 287154 275891 252170 47867 204303 31991 172312 28545 166894 112403 98161 27405 45338 18125 12527 91103 3446 5598 22083 20435 10789 9646 5095 994 587 1648 23721 5418 54491
shrinkage=0.00703968


Tree=1821
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 712 12 1449 712 651 1430 232 1237 1243 706 736 1012 21 585 630 833 568 1079 981 1431 1384 21 200 705
split_gain=57.9536 43.7702 89.2647 46.6208 51.7619 44.1175 37.5602 34.6348 33.5375 34.204 30.6998 30.6991 29.5763 29.2975 29.0072 26.3622 27.9579 26.204 26.0289 27.2779 26.306 26.2887 25.6041 25.5608 25.4907 25.3881 25.3833 26.9449 35.291 31.7008
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.63779424894106762 -0.59727736220901595 0.74561756370782817 -0.63779424894106762 1.1107569744011787 4.2254883379486126 0.92584771804271815 1.4298092310842805 1.473013388195284 -0.3535015761321067 1.0000000180025095e-35 1.4711245761114824 -1.0798509198017876 1.0000000180025095e-35 -0.33907042154898792 0.84607950486420924 -1.2796133882301775 3.0729769241839433 -0.38896401988591511 1.0099929608726099 2.0240922013875893 -0.70163543588998201 -0.97734522064874174 0.89008618839080589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 14 7 8 -1 -5 9 24 17 -11 -9 18 25 -4 -17 -6 -8 -20 21 -21 -22 -18 -2 26 27 -3 -29 -30
right_child=1 3 15 4 10 -7 13 12 -10 11 -12 -13 -14 -15 -16 16 23 -19 19 20 22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00015969676955226937 -0.00018467668066141213 5.1505102538381292e-05 2.6024338128750886e-05 -4.7765377526907096e-05 -8.3696869257196747e-05 -0.00026892996924477461 -0.0001876826216859876 0.00011224430952569009 3.2043067909318473e-05 -0.00017281204568384055 -0.0003705838770950271 0.0008596871744940655 -5.7947970658707558e-05 -0.00015746269519188266 -0.0001404610108275047 -1.6707912912871808e-05 -0.00013394052274020611 0.00054957477184768889 0.00018866585622019777 1.3763904808112979e-05 -0.00062599218361251031 -0.00034476362157140252 0.00014974217517567146 0.00064403523402700627 0.00011278760574142157 -0.00010289760658270514 -0.00016931121190487159 -0.00010641622124368648 -2.5145252405106883e-05 0.00010835788979152362
leaf_count=3225 2463 26360 30816 9440 4692 20329 1222 28491 7886 38294 1384 97 4378 1892 12354 32414 19120 257 10877 4267 191 1070 6815 163 4180 19208 4882 19983 36811 8370
internal_value=0 -0.0357353 -0.0677197 -0.0136895 0.038871 -0.145563 0.0636423 0.0655118 -0.111688 -0.14239 -0.129137 -0.177809 0.095372 0.0885038 -0.0378276 -0.0224451 -0.0553278 -0.0557041 0.108076 0.12365 0.0548349 -0.0602178 0.13869 -0.132263 0.0135525 -0.0274716 -0.0139866 -0.00623918 -0.0296614 0.00140298
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 45034 6333 38391 32869 26334 127968 82513 51697 4949 24442 23220 12343 5337 7006 19283 6643 115614 96406 91524 65164 45181
shrinkage=0.000942322


Tree=1822
num_leaves=31
num_cat=0
split_feature=545 1442 785 713 1445 566 1367 660 585 633 574 852 498 564 290 1461 785 843 1097 61 564 1039 21 1459 507 728 703 602 1453 1114
split_gain=65.489 54.6795 50.7517 37.3793 37.2008 35.2303 36.9113 35.6331 45.0662 42.341 59.8671 35.2764 35.1749 72.5507 40.0601 34.2411 34.1501 38.6439 32.12 30.9581 30.5445 30.4083 30.2575 33.6497 29.7454 29.4373 34.678 30.149 29.1389 28.8027
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 1.0000000180025095e-35 1.6380901172106308 2.1710320005650359 1.5718264032714926 -0.72421686037558375 0.59573659850611882 1.9976441459236287 0.6251511886302028 1.0747610123934368 1.7244653442151952 1.7639554933935504 1.3451046264122284 1.4098417307792441 0.58460966528228819 1.7594804287203607 -1.2571877020351898 1.0000000180025095e-35 1.8888677277813357 -0.47475210160661557 -0.89074317784588486 0.43577943106047246 -1.0861700333034265 -1.3163276726681863 -1.3699734350253194 1.0000000180025095e-35 1.9142027959396961 -0.13138198585856078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 4 3 -3 15 7 -7 11 12 20 -11 16 21 14 -14 -2 17 -4 -5 22 24 -9 23 -1 -10 26 -23 -27 -26 -24
right_child=1 2 5 18 -6 6 -8 8 9 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 25 29 -25 28 27 -28 -29 -30 -31
leaf_value=-3.6712425533564478e-05 -6.5939304313822033e-05 -0.00016710172010043687 -4.3696963806906744e-05 -0.00021680043843467096 -0.00017984470481815823 0.00015619500265579077 -0.00018648780358258228 -2.4266891411448966e-05 0.00020935098695533286 -0.00011666269696813388 0.0003669413703679418 0.00014107930192495426 -8.1074112299469735e-05 0.00046950326814748471 0.00033371015605561469 0.00017672868667721066 9.9832964276867938e-05 0.00016053558157545303 0.00011801067109139508 -0.0001335710684380177 -0.00052058238494942174 -0.00026951008493680703 -2.2221304904983968e-05 0.00019086294612313364 -2.4863539487811021e-05 -0.00016981680218344786 7.1084768980487399e-05 -7.037481197834223e-05 0.0002179517172387075 -0.00013082255911292919
leaf_count=10532 24906 2038 32817 995 14673 6660 1125 37842 2497 1446 2340 7186 5745 1202 818 2379 10451 3178 20526 33847 459 1438 22306 4358 29198 24616 6185 25430 1722 23016
internal_value=0 -0.0138902 -0.00153281 0.0917491 -0.0955928 -0.0130982 0.12075 -0.0193871 -0.038479 0.0259619 0.234235 0.0273017 -0.063127 0.078187 -0.0188015 -0.0484869 0.00473858 -0.0265176 0.11714 -0.0894127 6.4186e-05 -0.0752555 -0.0562252 0.0470165 0.00737944 -0.109211 0.015562 -0.130639 -0.0111215 -0.0867654
internal_count=361931 267872 225914 23559 41958 202355 7785 194570 140938 37662 3786 53632 103276 7765 6563 27285 46446 35995 21521 94059 33876 95511 60212 14890 33417 57669 7623 50046 30920 45322
shrinkage=0.00087056


Tree=1823
num_leaves=31
num_cat=0
split_feature=785 181 712 837 567 1442 705 763 1237 992 138 128 263 854 927 11 1459 1217 87 1450 401 1246 21 444 1355 1436 1464 1464 1459 1451
split_gain=61.0208 48.4367 37.1806 36.3532 38.8255 32.7952 38.4457 31.6447 31.5789 30.8825 30.2037 29.0744 27.897 26.6761 29.2327 27.9928 26.5492 30.4055 27.0743 26.6756 26.3973 26.331 28.4999 26.1228 26.0373 25.5635 24.6809 41.1567 27.1568 26.8422
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 0.64384972645585192 0.98191358321475442 -1.2625182715263061 0.99715813669032338 2.1520364978346938 1.4298092310842805 0.6146227839635201 -0.016563660446407062 2.8224158231388636 1.6445160113075163 -0.87473648844905705 1.0483613175537825 -0.33379172938304252 0.53912233727729608 1.9780750160580907 0.56076668980743449 6.3256978922114095 2.6445107718578433 -0.77826464138659079 -0.51252769393407926 -1.030303753827398 1.8622484740039453 2.5160119748016476 0.32487369541553784 0.35193241984319928 0.039894081809809197 -0.31358218297482993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 23 10 11 9 13 -8 21 26 16 -4 15 -15 18 19 -3 -18 -16 22 25 -5 -12 -2 29 28 -28 -7
right_child=1 12 8 4 -6 6 7 -9 -10 -11 24 -13 -14 14 20 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00015683473068034399 0.00014012315991694945 -0.00010412803448401114 0.00029668545351539438 -0.00028016828965803575 5.6997815416111223e-05 -6.4803421749008488e-05 1.8724591990563879e-05 0.00038023375729608115 -0.00016479702021809662 0.00018918402423185972 -2.1341491165185686e-05 -0.00033792054103009981 9.2769282945613519e-05 -5.1335229391713539e-05 0.00031152774886671254 0.00010505777851884861 1.7966801528480829e-06 -0.00054853141346575295 -0.00024348762307600889 0.0011889371818440016 -0.00078549354012755342 -0.0001666366581782149 -0.00013951989701042403 -8.4691197918872663e-05 0.00037996648346427559 0.001770008950150483 0.00046271636599770958 1.579641354685441e-05 -3.6223977657586596e-05 2.6820806626494511e-06
leaf_count=3225 2503 43381 2402 4473 8329 47641 20691 1199 1892 5146 18157 1497 3060 6620 2587 12695 11586 460 11271 62 138 18407 2985 46023 664 33 1295 31783 610 51116
internal_value=0 -0.0400458 0.0618338 -0.0273146 -0.0804874 -0.0140547 -0.00089532 0.0709938 0.0865648 0.055762 -0.0744427 -0.0166779 -0.101103 0.106886 0.0840302 0.0561272 -0.11398 -0.0128258 -0.139953 0.0125257 0.296871 -0.132897 0.00495594 -0.107021 -0.00446608 0.182242 -0.0136804 0.0358197 0.333874 -0.0317796
internal_count=361931 332372 29559 262552 58825 203727 160978 27036 26334 25837 42749 133942 69820 24442 22040 19315 66760 12108 54652 11648 2725 23928 5521 50496 18821 2536 132445 33688 1905 98757
shrinkage=0.000923845


Tree=1824
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 712 1449 12 712 651 1430 232 1237 1243 955 865 1122 21 1106 886 219 585 508 354 175 553 1012 1431 1384
split_gain=61.4123 48.8706 96.3941 52.4256 51.292 46.1524 40.9933 36.3932 35.2202 32.6083 31.3085 30.7383 29.8167 29.7405 29.1058 26.7889 35.5941 27.7518 31.2645 31.398 29.5022 30.1607 26.0951 25.9658 29.6501 26.5877 26.5126 25.8705 25.5087 26.1916
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.63779424894106762 0.74561756370782817 -0.59727736220901595 -0.63779424894106762 1.1107569744011787 4.2254883379486126 0.92584771804271815 1.4298092310842805 1.473013388195284 -0.56067130660624642 1.0000000180025095e-35 -0.46869382699620854 -0.32341995197817647 0.13077427138155354 2.3286711278258498 -1.0888026886143964 1.0000000180025095e-35 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35 -0.40557632866038712 1.4711245761114824 1.0099929608726099 2.0240922013875893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 14 8 7 -1 9 -5 -2 27 -11 23 22 28 16 -4 18 19 20 -17 -22 -8 24 25 -10 -27 -6 29 -3
right_child=1 3 15 4 10 -7 13 -9 12 11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0001504743791105137 4.1606947904117687e-06 -5.0715312604746628e-06 -5.276096219669722e-05 -4.0138339859252605e-05 -7.0308353423720132e-05 -0.00024949003753291482 0.00015792689500632352 3.123587069507658e-05 0.00017936920249498922 -0.00015973256554165915 -0.00033315153604840636 0.00077581093634576388 -4.8833695448546134e-05 -0.00014060217224824768 -0.00012722040352609282 0.00015603884178703556 8.7105429292870309e-05 -7.8350995554149529e-05 -6.7824472793371842e-05 -2.1978201528915428e-05 -0.001152716111062903 0.0011111141328195564 3.9677829197931855e-05 -3.3932033555453324e-05 0.00035436851105436081 0.00015013078127581217 -4.3902824352025205e-06 0.00049934930269499218 -9.319788568649193e-05 -0.00015530019087688643
leaf_count=3225 6643 91524 11351 9440 4692 20329 11529 7886 9671 38294 1384 97 4378 1892 12354 5738 14799 35199 9647 5568 31 180 12913 3544 1669 5574 8033 257 19208 4882
internal_value=0 -0.0354047 -0.0691563 -0.0121108 0.0436131 -0.149842 0.0667978 -0.115202 0.0701219 -0.147072 -0.123601 -0.181589 0.100222 0.0927658 -0.0376919 -0.0220886 0.0346775 -0.0515267 0.0137487 0.0970164 0.217229 1.01496 0.112452 0.124056 0.147023 0.128757 0.0711203 -0.0494734 -0.0273234 -0.0138119
internal_count=361931 332372 155762 176610 48642 73249 29559 52920 42309 45034 6333 38391 32869 26334 127968 82513 26150 56363 21164 11517 5949 211 24442 28491 24947 23278 13607 4949 115614 96406
shrinkage=0.00085349


Tree=1825
num_leaves=31
num_cat=0
split_feature=785 728 712 1431 852 727 923 539 279 1237 694 346 784 1051 43 647 590 1452 927 854 730 585 1384 734 353 902 1010 1457 846 146
split_gain=56.5702 47.418 37.1735 36.3383 30.7401 35.9581 48.9848 37.2067 31.2776 30.459 29.9405 29.6298 31.4361 29.6283 27.985 29.0304 73.5509 27.8301 27.2447 31.1603 29.4279 26.8295 26.3199 25.1996 24.8608 35.2665 25.6157 24.3365 24.2182 31.3975
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 0.6695026854463163 -0.99038483963279578 1.4298092310842805 1.2342127532274445 2.4847975134223916 0.9594655836162902 3.5926503781727646 2.2744972866152193 -0.87782724458594241 0.58895901036483078 3.3900475580725948 1.0483613175537825 -0.87473648844905705 -0.33215574005720661 1.0000000180025095e-35 -0.59449999692908395 4.1956285434281462 0.63280207191488913 2.0947916829856985 3.0713252103476614 1.1644139362256081 -0.53268848306471728 2.2368666814773395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 10 17 13 -6 18 -2 12 -10 24 15 16 -3 -7 19 -4 -21 -22 -15 28 25 26 -8 -11 -17 -30
right_child=1 14 9 -5 8 6 7 -9 11 27 -12 -13 -14 22 -16 23 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00014656184429735476 0.00010003121795569945 -7.2836614821316503e-05 0.00027551737431611752 -8.1459317766453796e-05 -7.5402659138501464e-05 -0.00031373015763813965 -0.00014201825281252427 2.9329677336099894e-05 7.2674927404697617e-06 -0.0002286102241466752 -3.7837261459389211e-05 -0.00021478341762569322 8.808444415671559e-05 0.0013157840521884627 -0.00028816558512650248 -2.9514976216530216e-05 0.00041086015840226063 0.00079708853973857929 0.0002573670970259508 9.8916646753972534e-05 6.8047146050552722e-05 -0.00015223534317349515 -0.00035915414664148242 0.00063374912949925926 1.5294227917931493e-06 0.00014230191941192353 0.00041184373607304909 0.00038943433213397714 -0.00011417144389372699 0.00015618160960971311
leaf_count=3225 9356 4660 2120 35150 16097 3650 29509 12498 80367 1673 13873 2138 18861 87 4157 28361 1349 68 3007 12628 3218 3469 55 144 8479 1980 269 219 59609 1655
internal_value=0 -0.0381762 0.0599552 -0.0221961 -0.0115448 -0.0467586 -0.0785784 -0.0608588 0.00992285 0.0846882 0.0266167 0.0225218 0.0273481 -0.0997358 -0.0859038 -0.0787751 0.0757449 -0.335916 0.104651 0.0792346 0.0527034 -0.054395 0.881802 -0.0911634 -0.103965 -0.137046 -0.158494 -0.175611 -0.0933163 -0.122761
internal_count=361931 332372 29559 232437 197287 79824 56595 52877 117463 26334 23229 101366 99228 40379 99935 95778 6009 3718 24442 21435 19315 6687 142 89769 40237 31758 29778 1892 89625 61264
shrinkage=0.00085349


Tree=1826
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 852 727 923 539 65 784 1237 1051 647 590 694 846 146 138 1470 1452 1059 1107 854 927 730 585 1384 1046 401 583
split_gain=65.993 53.0514 39.1397 38.0572 34.8798 39.7067 49.2752 37.1344 33.4219 37.6576 30.9489 30.2329 29.9513 78.5987 29.8046 28.863 27.9795 36.4315 27.9286 27.6505 27.5733 28.1103 26.5976 28.8583 31.6705 27.9353 26.5603 26.166 26.1047 25.6991
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 0.6695026854463163 1.3605314985471562 0.9594655836162902 1.4298092310842805 3.5926503781727646 -0.87782724458594241 0.58895901036483078 1.2342127532274445 -0.53268848306471728 2.2368666814773395 -1.0321883268519072 -1.3664195657027294 3.3900475580725948 1.0000000180025095e-35 -0.70798317714492942 -0.87473648844905705 1.0483613175537825 -0.33215574005720661 1.0000000180025095e-35 -0.59449999692908395 -1.56246364468913 2.6445107718578433 -0.55326332990463356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 14 19 11 9 20 22 -8 13 -3 -2 -14 -17 -18 -11 -7 21 -6 -5 24 -24 -26 -13 -20 -25 -16
right_child=1 12 -4 10 8 6 7 -9 -10 18 -12 26 15 -15 29 16 17 -19 27 -21 -22 -23 23 28 25 -27 -28 -29 -30 -31
leaf_value=-0.00015608331079945592 0.0001086296062485539 -9.1814475494782517e-05 -9.1767838143862762e-05 0.00029974945413010129 -0.00017218038691810462 -0.00034411820977454704 -0.00010024957039294449 2.732090404315318e-05 -7.5164117002293082e-05 -0.00057808845226907629 -0.00015862802044008977 0.0014313665059312493 -3.7063403122714715e-05 0.00044420073808746464 8.2939277222425259e-05 -0.00013383402847096123 0.00081858711895621637 1.3090634219789544e-06 -0.00037049943669580088 0.00085322895999891048 3.1732986049570792e-05 -1.5067481620163369e-05 0.00011596688328709122 0.00031348883018044967 7.9250287411479167e-05 -0.00016399060741957623 -0.00038960675141998534 0.0001191494308187616 -0.00077445367374275173 -0.0001083478422619371
leaf_count=3225 9356 4821 35150 2402 6469 3650 40237 12498 19174 217 1892 87 29774 1384 4586 62243 277 1436 523 68 49465 23769 12628 2587 3218 3469 55 17846 138 9287
internal_value=0 -0.0403275 -0.0234304 0.0655724 -0.0123795 -0.04985 -0.0832249 -0.0654729 0.0104739 0.0248584 0.090545 -0.104251 -0.0907158 0.0644677 0.0272489 -0.10305 -0.134691 0.150375 0.108382 -0.340974 0.00424711 -0.0479621 0.11064 0.0878356 0.0601309 -0.0510015 0.886963 0.117169 0.299159 -0.0435244
internal_count=361931 332372 232437 29559 197287 79824 56595 52877 117463 98289 26334 40379 99935 6205 23229 93730 63956 1713 18586 3718 79703 30238 24442 22040 19315 6687 142 18369 2725 13873
shrinkage=0.000923845


Tree=1827
num_leaves=31
num_cat=0
split_feature=785 728 712 784 1022 1016 921 1237 727 954 561 1040 595 771 361 1456 1311 913 1459 1459 788 635 1470 1189 155 9 961 805 73 912
split_gain=72.2912 52.6727 38.2659 37.5312 44.8748 48.4267 37.5588 31.7547 30.5636 28.7271 28.1248 27.998 27.2836 26.9826 27.8559 27.4348 29.4329 26.3845 26.3693 26.5892 29.3154 26.3008 25.7599 25.5998 27.2948 33.2882 26.1795 28.1 25.5424 30.5661
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.4298092310842805 -1.5722412400100421 0.98873640907070304 1.3850449245125158 -0.86195176667195483 1.0000000180025095e-35 1.5773296200199145 -0.29117349042344282 3.5267996248326976 -0.096267949339548062 -1.0282579537198486 0.77133902740777927 1.2659885913983882 0.38349571241217301 -1.1568354703102179 0.78209301887286675 -1.0096337021262032 0.85791629766231614 -0.6406388568692617 -0.28238689466330313 1.4663648571955066 0.90046092823542667 1.6442246313874156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 10 -5 -4 -8 12 11 -2 23 14 21 -16 -17 -7 -6 20 -20 -13 -11 24 25 -3 27 -25 -19 -30
right_child=1 9 7 6 18 17 8 -9 -10 22 -12 13 -14 -15 15 16 -18 28 19 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.00013882316612602889 -0.00028353713250599185 0.00024793378961906939 0.00010083460385636497 4.4011821602926702e-06 -1.880105447773967e-05 -0.00015085473448495998 -0.00011172160543590633 -0.00014348070556987122 0.00019363777798916086 0.00012251834154693327 -0.00030915445852784982 -0.00037607667763347698 -0.00017186859885127222 -0.0005310226381560081 -0.00014171008108218092 -0.00035213257416165622 0.00083021384213216457 8.3948597724577079e-06 7.0845645310456658e-05 1.8807577238583405e-06 0.00033483031317592935 3.8406305088707537e-05 -0.0001832906271145394 -4.1149286040973658e-05 -0.00020784798494249507 -2.3553481304154802e-05 -0.00014398092277061609 -0.00027938623695536756 -0.00015867491701134401 0.00040063698315310055
leaf_count=3225 5268 2955 24442 34551 87061 5981 1294 1892 6301 4512 5342 1196 19547 709 18457 137 201 33173 4502 9561 1877 10057 1449 37012 2113 5807 23208 3332 6408 361
internal_value=0 -0.0380051 0.0728238 -0.0211647 -0.0351481 -0.0770951 0.0364163 0.0978236 0.168337 -0.0882661 -0.149284 -0.126371 -0.100391 -0.100234 -0.089039 -0.150542 0.481567 -0.0329051 -0.00662357 0.0700543 0.174984 0.0111457 0.0634381 -0.0817084 0.0317036 0.0896565 -0.100204 -0.0637772 -0.013426 -0.145826
internal_count=361931 332372 29559 232437 190291 87290 42146 26334 7595 99935 41367 36025 93974 30757 30048 18795 338 45923 103001 15940 6379 11253 5961 74427 10875 8762 63552 40344 39942 6769
shrinkage=0.00085349


Tree=1828
num_leaves=31
num_cat=0
split_feature=476 1235 1176 785 1467 112 1398 1173 713 870 705 588 958 391 1470 376 519 618 1464 1458 1458 1458 1452 1462 1462 1452 1456 820 876 692
split_gain=29.8354 31.2111 33.9899 31.9086 31.6396 30.7458 30.1956 30.238 29.8624 29.523 29.7373 32.828 32.1189 36.1142 30.4739 30.2236 34.9983 29.5513 31.0516 35.4002 28.9506 33.8762 49.3779 32.0955 54.8649 30.2698 27.6717 27.7803 27.4604 27.2358
threshold=-1.316508667510939 -1.24934742919911 -0.49380082627878302 -0.86283290253235112 4.0242090356330973 2.2718117149406565 -0.41352958565951037 2.7124282183202371 1.0000000180025095e-35 1.4311114217578251 0.86867179873090239 2.250834115212506 1.313041538630376 1.475049428936581 1.5665957791123966 1.8828081291110934 -0.33521763185578218 -1.4147875658213491 -0.045917158466491741 -0.06493454140346698 -0.14006579065864352 -0.19179933198544472 -0.17016614494675433 0.33429654125592945 0.54671325286358485 1.2421253483605348 1.3778752582070839 1.0000000180025095e-35 1.9171314223323328 1.9064578893329995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 8 29 9 7 -1 -3 10 12 15 17 14 -14 -12 -17 -5 19 20 21 23 -23 -19 25 -25 -24 -28 -26 -4
right_child=1 3 4 5 -6 -7 -8 -9 -10 -11 11 -13 13 -15 -16 16 -18 18 -20 -21 -22 22 26 24 28 -27 27 -29 -30 -31
leaf_value=-0.00012724385849357346 -0.00098257308312887253 -0.001240981396933905 -0.00023449709183106721 -0.0010196827844370625 0.0052626356400637701 -0.0011436650434119096 -0.000805299557022453 0.0035142309736360174 0.00076403750063171974 -0.00064433759989417625 0.00017653359026703467 0.0018718634852349905 0.00062470100925760366 -0.0022529203093427175 0.0031701510351355888 -0.00041482092062941948 0.0029581577301189244 -0.00078782017805739072 0.0002571943555015648 0.00022262342233122102 -0.002171180822324285 0.0033607316451947544 -0.0025250576224618302 0.00290991655265746 -0.00024470370868777717 -0.0050665256618625349 -0.00070264308017533791 0.011914243331405066 -0.0055554914760270807 0.0022349929022759201
leaf_count=33861 24378 2094 23180 11052 240 8805 40377 781 21775 16960 37523 3123 13035 1260 1308 1253 2014 34203 46581 23550 2806 1338 882 2043 5483 139 112 59 308 1408
internal_value=0 -0.00241256 -0.0611919 0.00701124 -0.00135644 -0.00183661 -0.0589425 -0.00604461 0.0812775 0.00275519 0.0104775 0.0583046 -0.00553434 0.0893023 0.117909 0.0412187 0.238229 -0.0171759 -0.00783135 -0.037871 -0.0744855 -0.0603363 0.191057 -0.0758861 0.0482546 0.335288 -0.174197 0.585527 -0.0669465 -0.0116312
internal_count=361931 286912 49206 237706 24828 213837 75019 34642 23869 205032 188072 43913 144159 15603 14343 40790 3267 128556 117504 70923 47373 44567 2391 42176 7973 2182 1053 171 5791 24588
shrinkage=0.00732408


Tree=1829
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 728 729 645 588 758 513 917 359 564 515 1031 1373 1237 841 3 290 715 660 513 904 996 763 1290 703 1049
split_gain=59.6852 46.7221 38.9431 38.5241 60.836 37.6938 36.6493 38.3917 45.432 43.2147 36.1276 33.4053 32.8219 32.6953 33.4245 31.4302 30.3187 29.6111 29.345 29.2259 33.7652 28.3275 61.8778 54.9563 38.8993 35.063 40.096 33.0207 32.9912 32.1519
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 -0.49008176997875957 0.75637635299260908 0.66777575187080795 2.250834115212506 1.7946960378661232 1.0454229551509682 -0.65713348567575725 2.245824749166097 1.4188032667957222 1.4353143596930875 1.6568736917453439 0.25202004360908004 1.4298092310842805 1.4876909719920182 -1.0776329577054355 1.5916422253813844 1.0000000180025095e-35 0.26872683687560334 1.0454229551509682 1.3660572727787272 1.0565563832172893 1.8597672772295377 1.8124611990991408 -1.3989222878302801 1.2334500886949249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 6 13 -5 -1 7 8 15 10 -10 -8 18 14 -2 19 -16 -7 -13 -3 21 22 -21 24 27 -25 -27 -23 29 -24
right_child=1 2 -4 4 -6 17 11 -9 9 -11 -12 12 -14 -15 16 -17 -18 -19 -20 20 -22 23 28 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00015196586969176226 -9.1981723779589308e-05 -0.00011920843752315413 -9.3524761582530825e-05 0.00030208183097089403 -3.9241556532215406e-05 0.00010294544409159196 3.6879968594594041e-05 9.8368659674849052e-05 0.00012684696707675048 -0.0001607105058726323 0.00048161951753515609 -8.8353944051966483e-05 0.00024571850197706557 -0.00019522567913634237 -7.2004904396286455e-05 -0.00013617405402758327 7.5055142954664103e-05 -0.00015879655060424769 -0.00034735571759899741 -3.5596362408107175e-05 0.00015286302244889755 -2.9198290221831743e-05 -0.00026048492525279323 0.0001380518857431361 -0.00028949597966152141 -0.00025570961818068911 0.00085272419803732928 -0.0003067575863257313 0.00030944839940830508 0.00072689682521632625
leaf_count=3396 86094 9130 23724 2736 10940 24286 13752 18391 3251 1342 1549 33881 1140 11199 16926 11173 12384 1877 2681 7841 5559 36517 911 9387 3457 1488 117 2203 4449 150
internal_value=0 -0.0371343 -0.0154346 -0.0717821 0.0438565 0.0636809 -0.0032751 0.0163811 -0.00129004 0.167704 0.254228 -0.0591485 -0.0982849 -0.0857026 -0.0731018 -0.0143671 -0.00263585 0.089519 -0.113003 -0.00171047 0.0117564 -0.00254043 0.0842285 -0.0253158 -0.0641238 0.0994064 -0.176903 -0.045645 0.254408 -0.103941
internal_count=361931 332372 192093 140279 13676 29559 168369 116915 98524 6142 4800 51454 37702 126603 115404 92382 29310 26163 36562 81209 72079 66520 13351 53169 42177 10992 1605 38720 5510 1061
shrinkage=0.000942322


Tree=1830
num_leaves=31
num_cat=0
split_feature=785 470 395 203 728 264 1071 1237 657 526 1436 1309 192 1037 21 990 263 1363 728 735 617 967 927 854 712 585 690 1461 1461 1457
split_gain=84.4077 55.5954 55.2193 48.597 43.9439 42.8543 38.9072 33.3933 33.1539 32.9971 32.0956 30.9385 30.9093 30.5706 29.9984 29.39 29.0674 34.992 28.0843 31.0348 27.4441 29.6368 27.3032 30.9219 29.0743 28.8658 27.1473 26.6736 32.8636 35.2522
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 -0.49008176997875957 0.38646845251715672 0.69084194168817237 1.4298092310842805 0.72755686970153477 2.3757057381457001 0.60428344764309971 1.0000000180025095e-35 1.0000000180025095e-35 -0.60489981398538839 -1.0798509198017876 1.09266583130301 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 3.1554326354961759 0.48776982928048135 -0.20575281925485042 1.0483613175537825 -0.87473648844905705 1.0000000180025095e-35 1.0000000180025095e-35 2.5658375092775985 1.5063652653673414 -0.039446766248907701 -0.34506681842024162
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 -1 9 12 14 -8 11 13 27 -7 -2 -6 -10 -14 -18 19 -4 21 -15 23 -16 25 -25 -26 28 -3 -30
right_child=1 5 18 -5 7 6 8 -9 15 -11 -12 -13 16 20 22 -17 17 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.00014381052761879812 -0.00024253506670817964 -4.0633870520877919e-05 -2.0809467223436589e-05 -0.0002485921092805866 -0.00017996499569839154 2.2175581714730778e-05 -1.8068267954530621e-05 -0.00014657475165730713 -0.00038293704489871151 -0.00021699567647842855 2.2666026131634691e-05 1.6463396013616334e-05 6.8321098480756751e-05 1.0399436462960895e-05 0.00031477106542050065 0.00021080476487928153 0.00034671477635455077 -8.7332363686798474e-05 -9.7257876871067938e-05 0.0003342054096703151 -0.00022162882868257506 -0.00014267625036803501 0.00029843641415483951 0.00010679410075641141 0.00013895701684742275 -0.00013357629674632244 -0.0011586582185690981 6.9461212465465216e-05 -4.7749321643416735e-05 -0.00023799492202127909
leaf_count=3396 11052 68271 55743 20163 1200 27577 6252 1877 1577 5138 8422 34124 7096 13590 2045 286 2722 684 26248 770 8257 11644 2888 2973 11887 3237 56 6255 8215 8286
internal_value=0 -0.0422141 -0.0781424 -0.139041 0.0772148 -0.0174524 0.0350641 0.104947 -0.0916388 -0.03951 -0.103755 -0.0334715 0.0631271 -0.136398 0.125776 -0.32737 0.15476 0.300814 -0.0425794 -0.0173446 -0.100882 -0.064016 0.142329 0.116098 0.0886616 -0.0214277 0.152613 -0.0567947 -0.0679402 -0.163339
internal_count=361931 332372 155889 73128 29559 176483 46194 26163 8115 130289 52965 125151 38079 44543 24286 1863 10502 3406 82761 56513 33491 25234 23086 20198 18153 6210 11943 91027 84772 16501
shrinkage=0.00087056


Tree=1831
num_leaves=31
num_cat=0
split_feature=1430 1160 809 1469 785 1436 1092 422 639 901 1316 737 1014 1089 1435 696 73 64 1225 1059 1466 702 710 216 330 81 131 1048 694 636
split_gain=29.3356 65.579 31.1441 27.1336 26.0424 25.9836 25.754 25.1457 24.513 24.0682 27.1179 24.061 27.7179 25.0556 23.8334 25.6049 25.4784 24.153 23.7403 23.663 27.7081 30.9556 26.1994 25.0565 25.005 24.9409 23.6433 23.457 23.7168 23.3575
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2673214316849539 -0.86283290253235112 1.0000000180025095e-35 1.0127093791323547 0.14226136863936198 2.3040010183882997 -1.0340761796239992 -1.0964896672441145 1.0000000180025095e-35 1.9117660652834578 1.0000000180025095e-35 0.89654117410713363 1.7437762666168826 -0.7314722556042953 2.3070226723580869 1.0000000180025095e-35 1.0000000180025095e-35 0.37829601484295772 -1.0902114167016799 -0.72753737338624513 -1.2073214168398387 3.847662738988014 -0.48209318449225264 -1.2826351221583661 -0.4492933293638845 -0.29574964297364675 -1.3728324463222514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 18 7 8 26 -3 -1 -11 12 13 -6 16 -16 17 -15 27 24 21 -21 -22 -23 -4 -25 -5 28 -2 -10
right_child=4 6 19 5 11 -7 -8 -9 29 10 -12 -13 -14 14 15 -17 -18 -19 -20 20 22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.002995444200353135 0.00069129832637392118 -4.7506813842412341e-05 -0.00081411148146940131 -0.0031365516224989339 -0.00037029201067695572 -0.00020815233799852722 0.00048747598660639979 -0.0005335797321325852 -0.0040750670366596336 -0.0047631529785304508 0.0002126534603046991 0.00012235576219531345 -0.0013047678507874139 0.00096879568769131725 -0.00095044981118481866 0.0027843605799250729 2.0567691819055054e-05 -0.0032440568808222341 -0.00050230441404133092 -0.0026820231014241473 0.0035659864588533262 0.0029483462273720991 0.00063687080132043751 -0.0012404370778846012 0.0097006405107268687 0.00037436001926774253 -0.0012658862996757809 0.0011411748297280901 -0.0015075859479089771 -0.0007791603999727937
leaf_count=430 2176 69234 8977 4275 39960 8873 13768 13128 683 265 2530 101798 4282 7694 4898 312 23675 294 2745 1074 647 524 2324 2798 29 5845 26094 8736 1255 2608
internal_value=0 -0.0366201 -0.0965514 -0.135362 0.00568853 -0.155203 0.0024774 -0.18845 -0.016463 0.0545494 -0.0232839 -0.00193662 -0.031097 -0.0219461 0.0183977 -0.120684 0.0408192 0.144525 0.0920568 -0.0239287 0.0351029 -0.0253873 0.221582 0.0134338 -0.128088 -0.0168059 -0.238788 0.133789 -0.0169038 -0.229455
internal_count=361931 164106 77813 55595 197825 52370 86293 43497 72525 3225 2795 182913 81115 76833 36873 5210 31663 7988 14912 22218 13212 10241 2971 9167 9006 8643 30369 12167 3431 3291
shrinkage=0.00589049


Tree=1832
num_leaves=31
num_cat=0
split_feature=785 728 1431 727 666 1467 677 395 485 791 703 764 1030 651 1065 1002 560 1181 782 716 774 647 590 341 569 337 846 146 138 288
split_gain=52.1202 46.5311 39.3355 35.796 30.3312 31.2584 33.7718 39.9058 37.9432 30.2567 52.866 36.7271 28.5832 27.7656 37.2989 47.2607 29.5733 29.5705 27.4909 27.4338 27.3565 27.1167 68.9766 26.2382 26.2267 27.0137 26.2262 27.2255 36.1687 26.1843
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 2.2575337098986954 3.2089320700182484 1.0000000180025095e-35 1.0000000180025095e-35 -0.40998134228987149 1.0000000180025095e-35 -1.4278711406352407 0.10444564999296994 0.99422031274767553 1.0000000180025095e-35 1.0518754624258557 0.69854289147193727 1.6590601587821199 1.6417990650400018 -0.33729624418304543 -0.69209399053639031 -0.064205343570408968 -0.87782724458594241 0.58895901036483078 1.3462168560862613 1.565116722502391 1.0000000180025095e-35 -0.53268848306471728 2.2368666814773395 -1.0321883268519072 -0.027364705437976384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 6 7 8 19 13 -11 24 -5 16 15 20 17 -8 -10 29 -15 22 -3 -20 25 -12 -23 -28 -29 -2
right_child=1 21 -4 12 -6 -7 9 -9 18 10 11 -13 -14 14 -16 -17 -18 -19 23 -21 -22 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-2.4059059260066002e-05 -0.00013363028323860144 -8.0210560137836416e-05 -8.6046622392234507e-05 0.00012637883719728325 0.00010631885977888092 0.00016241717088522577 1.0859980281279775e-05 -1.5049164542276479e-05 3.0444614036341845e-05 -0.00023063219259078499 0.00011062745425868881 0.00019998666297387679 -0.00019324180834073327 -8.6998095156913744e-05 -0.00020414257155993616 -0.00019991452465210489 -0.00015725551383537033 0.00020403669756154607 -8.5222580870478282e-05 -0.00023139352748103296 6.2190308871860582e-05 -3.2648199694709143e-05 0.00039297954215761015 -0.00037186997972051461 -0.00017627064812754587 -2.7434702335114273e-05 -0.00012005208048475374 0.00077273229961245121 4.4368295685105992e-06 0.00099070680448338469
leaf_count=12551 199 4821 35150 16011 6806 3103 38648 44879 9054 2492 11743 5605 997 6615 4983 4546 3331 2735 13726 14717 11312 29774 1384 2568 1964 8143 62243 277 1436 118
internal_value=0 -0.0384855 -0.0226489 0.0558351 -0.0115544 -0.0171402 -0.0210758 -0.057479 -0.122396 0.00317756 0.0595323 0.0837324 0.12213 -0.0202101 -0.0722995 -0.0356527 0.0126457 0.0280255 -0.068296 -0.242318 0.0119444 -0.0857901 0.0620687 -0.134349 0.0435807 0.0652708 -0.0975625 -0.127824 0.153727 0.400293
internal_count=361931 332372 232437 29559 197287 190481 187378 85261 40382 102117 29947 27455 17008 72170 27456 22473 44714 41383 25348 15034 17927 99935 6205 16294 21850 19886 93730 63956 1713 317
shrinkage=0.00087056


Tree=1833
num_leaves=31
num_cat=0
split_feature=545 1442 785 1445 1461 660 194 710 925 567 647 785 942 964 681 713 21 322 464 1097 843 747 899 690 450 1461 1456 1463 1427 760
split_gain=53.766 54.0171 43.8894 37.4988 35.4583 34.9758 41.3335 38.1785 46.0306 39.6163 67.2769 35.7557 40.2561 33.8088 33.1289 33.0947 32.8521 32.2134 31.21 30.4026 29.6692 30.524 29.6499 29.4048 29.3183 29.1974 28.814 28.3336 28.1411 27.7356
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 1.6380901172106308 1.4098417307792441 -0.72421686037558375 1.5271592296785539 1.5115140669602134 1.0000000180025095e-35 1.3224256911897962 -0.87782724458594241 0.58460966528228819 0.44633743931240322 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.6471741456694959 1.4725277493311824 1.0000000180025095e-35 -1.2571877020351898 1.4851307761050763 2.2668746584208797 0.58011062627609078 -1.9929424813423355 0.69231615738246322 -0.3640729456269281 1.0000000180025095e-35 1.7708704758753313 2.2971197365863145 0.15291912064077898
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 15 4 25 11 7 9 17 13 -11 12 20 16 -1 -3 -7 23 -18 -17 -4 -22 -14 -9 -12 26 -2 -16 -27 -24
right_child=1 2 5 -5 -6 6 -8 8 -10 10 24 -13 22 -15 27 19 18 -19 -20 -21 21 -23 29 -25 -26 28 -28 -29 -30 -31
leaf_value=-5.6465028229060923e-05 1.3730313763869703e-06 -0.00015854582885764312 -5.3231052781346181e-05 -0.00017985949058210013 0.00018122172925034072 0.00026303456515154762 8.3877321746815439e-05 -9.9333902863895225e-05 -5.3669401645941126e-05 0.00031292240178227909 -5.214567378901114e-05 0.00011731302954338725 2.0338919751790416e-05 -1.9139072180100554e-05 -0.00021694531991814115 -0.00021495721786510096 -0.00014602507358513867 -0.00030089185030625343 -5.7700362321616415e-05 0.00011078001885695352 0.00018110758922772587 -0.00023005329528005095 0.00028159995390154879 0.00025653953468476252 0.00017995290198691383 -0.00024015397921527465 -0.00019147661039078587 0.00020028052369681164 0.0022228868845600392 -8.6672799111371705e-05
leaf_count=79322 16268 2038 28638 14673 2379 969 9424 1024 6663 2326 12652 12494 6718 37767 13804 995 33680 567 33989 20526 3326 677 3447 5059 2091 4369 4248 933 21 844
internal_value=0 -0.0139179 -0.00162888 -0.0951303 -0.0478411 -0.0123673 -0.0309278 -0.0418878 0.0670387 -0.0547352 0.0420516 0.0326689 0.00398725 -0.0715081 -0.0824249 0.0853116 -0.104331 0.191312 -0.110793 0.109256 -0.0350829 0.127495 0.112068 0.232285 -0.0167553 -0.0755713 -0.0407766 -0.212217 -0.261773 0.244123
internal_count=361931 267872 225914 41958 27285 202355 146211 136787 13313 123474 17069 56144 43650 106405 94059 23559 68638 6650 67669 21521 32641 4003 11009 6083 14743 24906 20516 14737 4390 4291
shrinkage=0.00087056


Tree=1834
num_leaves=31
num_cat=0
split_feature=470 602 269 1449 332 343 1464 281 1223 1112 1470 909 678 644 1457 86 1457 1462 1469 884 365 1120 1316 627 538 425 515 362 915 497
split_gain=29.3191 46.1753 32.1043 44.5285 34.176 30.2756 25.503 29.8307 25.1165 28.0961 26.3381 26.2043 25.0432 24.5764 24.4725 24.4336 24.2749 28.5843 24.2498 24.4403 25.8382 36.37 26.6657 26.2442 24.1583 25.4456 23.871 25.9941 36.4663 25.6912
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.36806838854686125 0.74561756370782817 1.0000000180025095e-35 1.0000000180025095e-35 1.5993600128483978 -0.33296437357971126 1.0000000180025095e-35 -1.0092166093654968 2.1658139678380679 2.2320253790698321 2.2630177386489128 -0.34929633066952553 -0.40593421939817159 0.63694123769026778 -0.21879035229057839 0.15277215250057224 -1.2987941639197651 1.0000000180025095e-35 4.2030613966758716 0.18683727352032156 0.60960810237142249 -0.81716736750431818 2.2082442677178507 0.5146214809787083 1.4353143596930875 0.25610497853425607 0.72994069534770445 1.461728259125324
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 18 7 15 10 -10 -4 13 -5 -11 -8 -2 17 -16 -1 20 22 -22 -20 -23 25 -7 27 -9 29 -29
right_child=6 -3 3 12 -6 24 14 26 9 11 -12 -13 -14 -15 16 -17 -18 -19 19 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0018876508801154894 -9.2247203859234262e-05 -3.0931845192872977e-05 -0.00098372524240865344 0.00092714829403249424 0.00071785998419933081 0.0024502950557776181 0.0014279423686962079 -8.5775554475409215e-05 -0.002748436673811477 0.00057846125653784398 -0.0038912720252123156 0.0026275618008309264 -0.002564956917044395 -0.00090416942606403358 -0.006137368332233049 -0.00073555193663993605 0.00034315365564152692 0.0013039829822526279 -0.0029446382533712396 -0.00073307336881424205 -0.0031028472628011586 0.032755610321121641 -0.00050278881498016592 -0.0021577080754250745 -0.0055516083764595801 -0.0019660368210827409 0.00086587550077753413 0.00044982957354049673 -0.00068919119453893913 0.001701098266816058
leaf_count=521 59572 89908 29929 7482 4017 1275 4662 61455 1315 4653 1243 741 510 6398 265 18006 6660 166 12565 5943 58 24 3226 20 197 554 9311 21650 5834 3771
internal_value=0 -0.0366198 -0.0881425 -0.0601726 -0.0922153 -0.195058 0.00566495 -0.00118131 -0.116185 -0.0329763 -0.163691 -0.00107081 0.103133 -0.0320328 0.100009 -0.0351701 0.0205207 -0.471468 -0.241766 -0.265783 -0.351574 1.24391 -0.365278 3.35528 0.0961104 0.180249 0.0226599 0.0124318 0.064294 0.0977002
internal_count=361931 170579 80671 56288 48296 24383 191352 179599 44279 13107 31172 11792 7992 11051 11753 77578 7091 431 22357 21836 15893 102 15791 44 2026 1829 102021 92710 31255 25421
shrinkage=0.00663365


Tree=1835
num_leaves=31
num_cat=0
split_feature=888 522 773 691 21 630 21 50 56 651 1048 1451 1453 1468 426 1464 1011 560 1041 1467 1465 51 569 971 347 1449 416 1388 1180 1354
split_gain=29.0937 28.4351 32.3024 31.1936 30.7134 26.6155 24.9772 24.899 34.1527 28.7569 25.6696 24.5982 25.7044 26.1755 26.6319 27.9151 25.338 27.0732 32.9638 26.4123 24.8313 25.0716 24.9983 27.4747 24.3851 24.0134 23.894 23.8754 31.2836 23.1632
threshold=1.0000000180025095e-35 -0.71745339412579689 0.70271917444219445 0.11682074345248079 -1.8362818876253988 -0.81339447905208451 1.7567652095367545 1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 2.1866812316742936 -0.31358218297482993 -0.093080794707546363 2.6066257441367156 -0.49598244273877284 0.9107619764044933 1.3326183996331451 2.0821914399725756 1.6756531731504134 3.2890808626209771 -0.070053018096836298 1.0111847875080273 0.81266905052232308 3.1701181322111656 -0.7515863573933913 3.6725314242296441 0.68608106428570548 1.072263287822236 -1.1988415153639518 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 -1 11 8 9 26 -11 12 16 14 25 -16 17 19 -19 27 21 22 -13 -24 -10 -14 -3 -2 -29 -7
right_child=6 3 -4 4 -6 29 -8 -9 24 10 -12 20 13 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010706107725611479 -0.0027162367931496106 -0.0012616828601928298 -0.00037227047094966329 0.0020308389404305408 -0.00047393425099428327 0.00040943949611044927 0.0014832052325885285 0.00017683703356652998 -0.0008774245807744985 0.0005240227469928445 0.0094394440378839511 -9.346505186069773e-05 -0.0021269459612847201 0.0057730471210364707 0.0011314147864588094 -0.0037556843578128388 0.00096416558102985596 0.0014503931579249959 0.025807922745948033 0.0045839747918425024 0.00046051945994724105 -0.0029624162421846515 -0.0027524405513301769 0.016209315611030339 0.00025950731673592793 0.019487581012213224 2.5436853836841022e-05 0.0074358257020493944 -0.0011128552452902352 -0.00055403115868019699
leaf_count=12954 10098 24910 17567 1561 78252 37441 1561 87542 7219 2871 86 9910 2970 199 3278 427 981 379 20 149 10110 2282 2279 26 28762 20 6864 156 1353 9704
internal_value=0 -0.00431371 0.0320164 -0.017228 -0.0566837 0.0568475 -0.0728991 0.000453894 -0.0342802 -0.0985711 0.107372 -0.0862585 -0.155816 -0.0299946 -0.0614568 0.0707085 -0.227118 -0.266016 0.348742 -0.292727 -0.0323891 -0.103767 -0.0630501 -0.330945 0.00866477 -0.26351 -0.126759 -0.31117 -0.0170629 0.0316042
internal_count=361931 315733 77666 238067 79813 60099 46198 158254 70712 34731 2957 44637 20030 6894 6695 3705 13136 12155 399 11756 24607 14497 12215 2305 35981 2990 31774 11607 1509 47145
shrinkage=0.00747057


Tree=1836
num_leaves=31
num_cat=0
split_feature=733 423 50 708 1450 1467 1458 1452 1455 1464 1461 1454 1458 1458 1453 1467 1458 1468 1468 1459 1254 1459 1450 1453 21 1458 1464 1459 1458 1468
split_gain=28.1091 27.9644 29.6961 28.9654 27.0622 26.1994 43.04 32.7871 43.5048 43.4924 61.1553 43.1809 41.4986 64.3159 49.2269 41.1681 56.5703 41.085 39.7513 38.5685 42.9016 36.8931 62.1149 47.5409 75.9964 48.4491 36.4707 35.5622 33.1641 33.8449
threshold=1.0000000180025095e-35 0.26303606961368176 0.55630078546380823 0.28382550431389991 -0.33386868244407664 0.44520113322763349 1.2067754800055484 -0.5285793083120659 0.80851755981579754 0.74657910936426475 0.71805535841975177 -0.80169152520006459 0.61837135740476723 0.024841443727429375 -0.010278269864946675 -0.32396346884678595 0.3822301214879455 1.1169629351287809 1.5815342945870006 -0.15184483386147815 -0.80855285694007917 -0.19467617432788356 -0.55579718119573385 0.89653246390762387 1.9458729514926574 -0.66626202780038846 -0.29199363580579096 1.2659885913983882 0.35223464835709856 1.1169629351287809
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 15 10 11 21 13 -12 -15 17 28 -1 -19 20 -18 23 -23 24 25 -9 -13 -10 29 -17
right_child=-2 2 -4 -5 -6 -7 -8 9 27 -11 12 26 -14 14 -16 16 19 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00077761527826116623 -0.00040255557249602771 -0.00023104469543626767 0.00024698118161759879 -0.0010126129953329571 0.00025526720871328954 0.00039012748236956995 0.0012687737401925244 0.0048264502264612199 -0.0022887383058094288 0.00059444864430720419 0.00010169582367701535 -0.0020858975335360575 -0.0043216503934350491 -0.00057464215255317657 0.0064083030237891388 -0.00063557293459783428 -0.0035686612297171376 0.0077934461788228661 0.0013763606658081995 -0.0021123409562993044 0.0047056941190243354 -0.0035740001149985549 0.0023201848689178672 -0.0080182111495686048 0.0073722505905688008 -0.0003757032317024185 -0.00086092841111974324 0.0029845622677380623 -0.0083178511737627588 -0.007634136947545566
leaf_count=9169 71767 52820 20358 19458 107301 19337 3943 554 2624 6127 4993 11895 413 381 679 7325 201 344 572 412 914 1587 726 150 376 2982 13896 303 138 186
internal_value=0 -0.00178345 -0.0359193 -0.0607453 0.0127082 -0.0162459 -0.0367837 -0.0511182 0.0193873 -0.0869494 -0.116439 -0.159223 0.0782475 0.123574 0.598301 0.0587527 -0.051213 0.157694 0.594426 0.318712 0.504272 0.0150492 -0.230257 0.145816 0.195139 0.0716907 -0.200388 -0.233324 -0.136548 -0.114754
internal_count=361931 290164 92636 72278 197528 90227 70890 66947 22188 44759 38632 32166 6466 6053 1060 19261 9176 10085 916 1527 1115 6375 2313 4062 3912 3536 25791 2927 7649 7511
shrinkage=0.00703968


Tree=1837
num_leaves=31
num_cat=0
split_feature=728 659 633 1453 1314 797 854 693 705 73 671 1243 200 245 250 591 622 1053 637 967 903 842 1427 284 288 488 1036 429 1227 715
split_gain=28.3215 27.8642 26.9672 30.7475 29.164 27.7109 49.0347 25.0495 28.2681 27.3818 25.8577 24.4988 24.1035 30.3837 26.1341 24.0327 29.9844 24.8525 23.8269 30.5906 29.2946 24.257 23.4219 23.2809 23.1033 22.9478 22.9447 25.9113 22.7657 24.0836
threshold=1.0000000180025095e-35 0.62821384419828064 -0.77899086806337892 0.43370469085150809 -1.8508043028056715 0.63961785378869596 -0.87473648844905705 -0.34445525092754348 1.215584911221339 -0.15684789509735098 2.6425086185778714 -0.46981781506747394 -0.67281916063428748 -0.6654840235061783 1.0000000180025095e-35 -0.73065235057769284 -0.51854373639452966 -1.2732157730867069 1.294906803570927 4.8582610153608234 -0.82392709286900789 2.5443022180291206 1.3914382567499328 1.8965768897120119 2.7655665054205345 2.9515902317371174 -0.47745396973105864 -0.70109993430084383 0.45217487547399066 1.3466159793310484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 -4 7 -7 9 10 -6 11 -9 13 24 25 -8 -17 -18 21 20 -20 -14 -11 -1 -2 -15 -24 -28 29 -13
right_child=12 -3 4 -5 5 6 15 8 -10 22 -12 28 18 14 -16 16 17 -19 19 -21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00065346413324596719 -0.0024635066268022562 -0.00040612515762582273 -0.0021643764823079982 0.00050925347626856157 0.00033877842317302985 0.001836191461835011 0.00035316723945058462 0.00080462015385671462 0.0012891882198056276 -0.00077006682214831289 -0.0013889609045023192 4.5431174844567008e-06 -0.00010233676017807151 -0.00037973987232762033 -0.0018696272449164218 1.9592393592814863e-05 0.015587023517600612 -0.0015261672274682505 -0.0038856124473127186 0.014487813858123021 -0.00072976541161303148 0.0024162444486222363 -0.0014659419997796156 0.0012277589833764005 0.013537627671776213 0.0039497949506976477 -0.0028802965300532427 0.0039324297381554537 0.00074889429802586056 -0.0031986154504433169
leaf_count=38760 5687 41024 1897 11927 23863 2431 5883 28040 10448 17385 2140 33638 62434 24262 7224 6202 26 10864 1547 34 6182 1191 604 2075 42 487 240 950 13830 614
internal_value=0 0.00184987 0.0121414 -0.0359627 0.0254745 0.0283891 -0.0383835 0.041116 0.0613892 -0.00399816 0.0470711 0.0539625 -0.0449988 -0.102944 -0.0726337 -0.0725868 -0.116452 -0.190922 -0.0210748 -0.151634 -0.163724 -0.00624509 -0.0717615 -0.0691667 -0.300236 -0.0372956 0.173006 0.353419 0.0233102 -0.00796945
internal_count=361931 252841 211817 52762 159055 157158 25406 131752 88710 43042 78262 76122 109090 37702 31973 22975 17092 10890 71388 7763 7729 63625 19179 40835 5729 24749 1794 1190 48082 34252
shrinkage=0.00777238


Tree=1838
num_leaves=31
num_cat=0
split_feature=129 785 728 55 1458 21 639 1453 1094 734 666 1453 1465 1374 804 345 158 829 489 519 1469 143 1184 834 1469 614 1449 1250 627 1316
split_gain=27.3456 26.4242 29.422 26.1123 34.2115 32.783 33.7559 31.641 31.2445 29.565 55.3431 27.2385 31.4756 26.0769 27.4398 27.4666 25.1828 25.0839 29.5486 27.5222 24.7054 24.4817 24.0132 23.8516 23.4208 24.5167 26.8318 27.5925 23.6981 28.5416
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.8460070869938618 -1.8362818876253988 -0.19963275023089383 3.5235182473523379 1.0000000180025095e-35 0.85494804639094091 1.358136393041484 1.2041679343814773 -0.50774874858985386 1.5927508501921366 3.1505034249623955 -0.0082091787807882424 -0.1642775817043568 1.6627105547712799 -1.2533559955998312 -0.830672104868595 -1.3381350792132791 -0.56680343344481987 2.1346430292399634 1.3488426044603095 -1.3263328046252252 -0.75411934043310735 -0.097676578015349638 1.8271903726335454 -0.96779742451401163 -1.0443031472323452
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 -3 -7 9 16 11 22 13 -13 14 17 -16 -8 19 -19 -5 -12 -9 -11 -4 28 26 -26 -28 -2 -30
right_child=24 3 23 4 -6 6 8 21 -10 10 20 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0012205570609075541 0.0082281894802039499 0.0026831595860741493 0.00086120928294426008 -0.0012898109616847505 0.00098079954542191344 0.00029131855512003608 0.00063654111898234103 0.00063391498872628028 -0.00066905324649757134 6.6407275789962336e-05 -0.0099037671565201171 -0.0011378180050576727 0.00122858762259879 -0.0011812573126724997 -0.00059437155983713412 0.0056577750731883368 -0.00043006664767411361 0.0046861923544307621 -0.0019306251581936644 -0.00019652034583468985 0.0029240190754023397 -0.0040671901557114533 -0.0040813065537808396 -0.0009964024071608599 -0.0021443219975419729 -0.00030734038122251419 -0.00073137766579600206 0.0043820571270607803 -0.0070642410755946483 0.0022101888404628791
leaf_count=2859 145 1682 21157 10327 5853 84703 15257 466 34251 18350 41 2508 5837 19825 362 371 13408 322 5581 64497 2280 1213 500 2194 9691 29555 7516 423 117 640
internal_value=0 -0.0026 0.0624756 -0.00937968 -0.0324624 0.011476 0.00795749 -0.0409706 -0.0336334 -0.0366865 0.0390499 -0.052901 0.0677976 -0.0642816 -0.0472958 0.343755 0.0197432 -0.0519444 -0.205976 -0.0410277 0.339763 -0.343459 -0.00430053 0.0865315 -0.06665 -0.0760925 -0.166166 -0.0457727 0.264039 0.11697
internal_count=361931 313844 26210 287634 138333 149301 147619 132480 62916 130801 21171 109630 8345 101285 81460 733 28665 80727 5903 74824 2321 1679 18850 23351 48087 47185 17630 7939 902 757
shrinkage=0.00792782


Tree=1839
num_leaves=31
num_cat=0
split_feature=785 728 125 257 703 1096 1470 921 789 718 651 588 678 513 911 689 1209 1044 858 716 486 476 513 583 290 767 333 689 376 94
split_gain=52.1212 49.5264 35.6931 63.1365 35.6788 32.2765 31.7943 30.2757 33.0025 32.8546 38.4995 37.7458 37.7461 35.136 32.8928 32.5096 46.5995 32.6368 30.4702 33.6553 30.0909 31.7085 28.7399 31.8317 28.3872 27.8996 27.6643 27.32 26.4505 26.4438
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 1.0000000180025095e-35 -1.2126727935954851 0.62154522891879982 1.1248358748350926 1.0159173274103563 1.1107569744011787 2.250834115212506 0.34708990927187483 1.0454229551509682 1.1364642170254908 -0.4288425582216272 0.6851534687528501 0.62237472978279051 1.0825608069246189 0.39849607246918939 -0.61439469619048348 1.1361236590950645 1.0454229551509682 -0.55326332990463356 1.5916422253813844 0.74515537902904516 1.0308016862606064 -0.35702610058098444 1.8828081291110934 0.91740682425479936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 -4 -1 -2 9 18 11 15 12 -6 27 -15 -11 17 22 19 20 -9 -22 23 -17 28 -25 -3 -13 29 -14
right_child=1 26 4 -5 7 -7 -8 8 -10 10 -12 13 24 14 -16 16 -18 -19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=9.7177863571831172e-05 3.3436521430221486e-05 -8.9399396911441067e-05 -0.00014589463692111674 -6.3543183243772416e-06 -8.1722930640080394e-05 -5.2341002562123615e-05 -0.00014779456640147171 -7.9636720445397094e-06 -0.0001483300079925185 -2.8005911906302234e-05 -0.00016600906320471769 -0.0001210651731927095 -3.6071018859632871e-06 0.00046733186911376151 -0.00020026752275883165 0.0004022069852244508 0.00041488086531711805 -0.00013148015721668147 -0.000118801898078257 -5.5934848089219549e-05 0.00024341320600117656 -0.00026885582716254405 -0.0001157622546197646 0.00019944814270939226 0.00015799816639498927 -0.00017160960182011068 6.6624778463556412e-05 0.00012814417107253907 0.00020274848804434755 -0.00018372032029424545
leaf_count=21264 5332 94191 7397 53844 40090 8295 43767 3071 2253 5365 2565 2582 21835 1406 324 2149 2153 2301 2063 3178 10200 514 1314 3502 3953 1121 5744 4442 2081 3635
internal_value=0 -0.0345058 -0.0181583 -0.0528828 0.00395413 0.0598538 -0.128547 0.0118664 0.0835494 -0.00374639 0.0728731 -0.0230498 -0.039935 0.102937 0.360304 0.107455 0.167832 0.105077 0.111858 0.141437 0.184962 0.234121 0.165307 0.221415 0.0116238 0.117262 -0.0833318 0.0378335 -0.0128145 -0.0308421
internal_count=361931 332372 232437 102943 129494 29559 49099 122097 21279 100818 20470 80348 71594 8754 1730 17905 12540 10387 19026 16963 13785 10714 8086 6772 31504 4623 99935 7024 27551 25470
shrinkage=0.000942322


Tree=1840
num_leaves=31
num_cat=0
split_feature=677 878 1458 359 1168 1453 792 809 1466 1242 654 1171 337 630 762 869 1014 76 609 181 1112 1461 1461 1436 771 933 829 20 1430 378
split_gain=27.0196 63.8999 44.0533 42.4901 36.1931 31.5382 30.7178 40.5343 30.1943 32.9664 28.8865 30.8384 29.3178 28.0288 27.7189 29.6141 28.7394 27.5417 27.7236 26.9351 26.296 26.0195 39.3867 25.6775 25.4024 25.5463 26.5178 25.2724 26.3999 25.2258
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.6054386111478895 -0.91781044039400095 1.0000000180025095e-35 1.2041679343814773 1.0000000180025095e-35 0.66649192610754393 0.27725162624946764 0.32975935353928842 2.1031908482322286 0.30028666319685293 1.0000000180025095e-35 0.13927333135667727 0.013126182723518115 -0.57653763495970078 1.0000000180025095e-35 -0.16134411797310338 -0.93177752141597858 2.2660174815480416 0.59888052994968344 -0.21004840118973137 0.56849382259836123 1.0000000180025095e-35 1.7487876615322582 0.68806224955729689 1.3510217695864444 -1.0550974117830287 0.54622893720785959 0.6186186293594903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 14 10 19 -6 13 11 12 17 -10 16 23 -5 -2 -19 24 -4 -3 -23 -16 25 -8 29 -17 -29 -27
right_child=6 21 20 4 8 -7 7 -9 9 -11 -12 -13 -14 -15 15 27 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0016975008621984782 0.00068252627872732044 0.0001716551628384472 0.0025460417803172849 -0.0012448707062095868 -0.0020777766036154887 0.00087563726837648008 0.00022445987875112063 -0.00062298558191641994 0.0028533650086141758 -0.0033711356792558607 0.0016433606027132916 0.00081133669381619131 -0.00030570499857019085 -0.0020290026263936798 -6.9810938476815395e-05 -0.0034753489424557363 4.7083811239406512e-05 -0.0016314578662813776 0.00011905883716245044 -0.0014919991916094648 -0.002985985071263499 -0.0014426360956950326 -1.621454250782603e-05 0.0020976192937550522 -0.0023287188594758351 -0.00058775729322080056 -0.0024465380618735712 -0.00051991624294710215 0.0017594044699525593 0.00085481214960299876
leaf_count=15083 19945 67915 1449 19249 9098 4685 67255 23496 1231 679 2900 13389 27341 629 2992 732 7691 2711 15456 3384 225 7074 14565 1991 937 10461 1343 13915 1128 2982
internal_value=0 -0.0332583 -0.0929535 -0.103835 -0.0783942 -0.0527249 0.00736741 -0.0164066 -0.232561 0.0335345 0.0402258 0.0319893 0.0110695 0.219371 -0.074194 -0.00991122 -0.135494 0.050001 -0.014569 0.00597362 0.277163 0.00490542 -0.0658635 0.142364 0.0124031 0.0163611 -0.0657417 -0.0665506 -0.0449656 -0.0382189
internal_count=361931 170331 80777 79103 64020 52383 191600 109858 11637 2539 81742 78842 65453 1860 47698 20758 26940 38112 18167 86362 1674 89554 21639 4983 82978 82041 14786 15775 15043 13443
shrinkage=0.00650358


Tree=1841
num_leaves=31
num_cat=0
split_feature=545 1442 785 1445 194 1160 660 710 925 567 647 1461 964 21 713 464 21 681 322 960 639 885 1097 540 450 690 1461 1456 1462 487
split_gain=58.018 55.8199 50.7746 40.7469 36.0355 39.6213 37.4047 39.8203 46.3939 41.3129 69.6808 35.3548 33.5968 34.6802 33.354 32.4959 31.9827 35.111 31.9381 31.8547 36.516 30.7627 30.2204 30.0362 29.7159 29.5348 29.3422 29.2386 27.8385 27.6921
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 1.6380901172106308 1.5271592296785539 0.68536004617275303 -0.72421686037558375 1.5115140669602134 1.0000000180025095e-35 1.3224256911897962 -0.87782724458594241 1.4098417307792441 1.0000000180025095e-35 -1.6471741456694959 1.0000000180025095e-35 1.0000000180025095e-35 -2.9709283393608152 1.0000000180025095e-35 1.4725277493311824 -0.64257916016084482 -0.14332914224095697 -0.92873225317066288 -1.2571877020351898 2.9110317759397999 0.69231615738246322 -1.9929424813423355 -0.3640729456269281 1.0000000180025095e-35 0.64216061943476632 3.8907472001618086
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 3 14 11 6 21 19 9 18 12 -11 26 13 -8 -3 -15 28 -18 25 20 -4 -6 -16 -7 -12 -9 27 -2 -1 -17
right_child=1 2 4 -5 5 23 7 8 -10 10 24 -13 -14 15 22 29 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010560689266152785 3.2373650560834929e-06 -0.00015616271137224112 2.943233547386529e-05 -0.00018774336436693867 -0.00018064676821305065 -4.9890506285071003e-06 0.00027727320154307192 -9.9150056138965314e-05 -5.2580368640702702e-05 0.0003263088808452331 -5.2214872255996773e-05 0.00018579597671524928 -1.9656935279286855e-05 -0.00014996479210244404 -0.00021160475975503393 -6.1882680087829139e-05 -6.1580131010500778e-05 -0.00019692028472936317 -0.00030215343094162412 7.4756932837010044e-05 -0.00012805979092727639 0.00016985732214883296 0.00011960143357848783 -0.00046826851241455462 0.00018600603217114819 0.0002646537548055418 -0.00023135780545416218 -0.00019477959915382328 0.00071990647086552233 0.00077390679758233664
leaf_count=48 16268 2038 16533 14673 1019 6060 969 1024 6663 2326 12652 2379 37767 33680 995 33854 79078 14677 567 23467 9027 8999 20526 463 2091 5059 4390 4248 256 135
internal_value=0 -0.0130173 -0.000529668 -0.0955 -0.0120821 0.0765793 -0.0217857 -0.0412559 0.0699981 -0.0543639 0.0444548 -0.0461755 -0.0714784 -0.10418 0.09285 -0.110831 -0.0841077 -0.0873734 0.194753 0.0291 -0.0262455 0.15676 0.116803 -0.0430136 -0.0153646 0.235519 -0.0738658 -0.0390148 0.588277 -0.0654162
internal_count=361931 267872 225914 41958 202355 16541 185814 136787 13313 123474 17069 27285 106405 68638 23559 67669 94059 93755 6650 49027 25560 10018 21521 6523 14743 6083 24906 20516 304 33989
shrinkage=0.000887971


Tree=1842
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 712 12 712 1449 651 1237 1430 232 1243 854 927 11 285 706 736 1181 1431 401 508 354 175 1079 1012 553
split_gain=73.7642 48.466 94.3547 55.5549 52.8248 45.6733 40.9342 35.4696 33.7125 34.2951 32.2198 30.8494 30.4671 29.2142 29.0876 28.1527 28.1022 28.16 27.9784 27.8616 27.7435 27.1322 26.4711 26.3725 26.3639 29.2855 27.0116 26.2452 26.1385 25.9202
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.63779424894106762 -0.59727736220901595 -0.63779424894106762 0.74561756370782817 1.1107569744011787 1.4298092310842805 4.2254883379486126 0.92584771804271815 1.473013388195284 -0.87473648844905705 1.0483613175537825 -0.33379172938304252 -1.1152437199248966 -0.3535015761321067 1.0000000180025095e-35 -0.59467284272644005 1.0099929608726099 2.6445107718578433 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35 3.0729769241839433 1.4711245761114824 -0.44446617538538585
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 14 7 8 -1 -5 21 12 28 15 -10 24 22 -8 17 -17 -11 -4 -21 -2 -3 -18 25 26 -9 -22 -6 -28
right_child=1 3 19 4 10 -7 11 13 9 18 -12 -13 -14 -15 -16 16 23 -19 -20 20 27 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00015877754671751328 -0.00018981627759381318 -1.8240281423302998e-05 2.1815951911841991e-05 -4.6948869820993605e-05 -8.1031636075364164e-05 -0.00027302650696796603 0.00031114254197120162 0.00019159952520014757 -0.0001766655650638347 0.00049661042577231864 -0.0003697738129167606 -0.00015246166969311192 0.00083091485694229705 -5.4429284993762229e-05 -0.00014320120545673984 -4.2212571113110012e-05 0.00031633610322266979 0.00011457162282419741 -3.5559355251780544e-05 -2.2284078612474253e-05 -0.00013666403507333583 9.9146940368680483e-05 -0.0001078384708482994 -0.00077886844287252787 -4.1154977794385362e-05 0.00037874841363150637 0.00016321938099826772 0.00063525935679768265 0.00053884880106530066 -3.7272729973314305e-06
leaf_count=3225 2450 96406 30816 9440 4692 20329 2402 9671 38294 514 1384 1892 97 4378 12354 6620 2587 12695 6141 32414 19120 5424 19208 138 3544 1669 5228 163 257 8379
internal_value=0 -0.040746 -0.074312 -0.017571 0.0397693 -0.154027 0.071209 0.0666497 -0.119606 -0.151371 -0.129855 0.0971207 -0.185701 0.0968426 -0.0438581 0.117158 0.0936642 0.0663133 0.0109822 -0.0277983 -0.0615204 0.0211085 -0.0335024 0.302128 0.120418 0.143546 0.125408 -0.137959 -0.0546687 0.0673418
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 45046 6333 26334 38391 32869 127968 24442 22040 19315 6655 82513 51697 7874 115614 2725 28491 24947 23278 19283 4949 13607
shrinkage=0.000923845


Tree=1843
num_leaves=31
num_cat=0
split_feature=50 56 1470 703 651 940 973 891 1175 357 153 708 1181 1408 1314 1470 54 668 807 73 1110 825 1380 729 1104 1219 830 519 1178 1258
split_gain=27.3278 47.8701 25.2138 24.124 23.9874 23.807 23.2678 22.9081 23.2126 25.1112 24.004 23.094 22.7497 28.7823 22.73 25.3194 22.7654 30.6579 27.0307 25.1704 29.3542 22.6602 22.6555 22.5826 23.996 26.4435 23.8876 24.2602 23.4167 26.7024
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -1.6015642574650035 1.1107569744011787 2.3907917078320593 1.8838121470674183 -0.33672929813836994 0.055478709707933123 0.36549235621544957 0.52573909309519362 1.0583796439066335 1.2997001116531657 0.86526967358160645 -0.82548413891789607 2.1658139678380679 -0.42445565733332025 6.162002192503798 1.0000000180025095e-35 -0.33306603231948056 -0.13453113314780693 -1.0405785940098136 0.30011924729200168 0.75637635299260908 -0.35912262658349597 2.9174730118466901 0.70639586890216266 2.1420547332082829 -0.82593005202705549 -0.46993772424332264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 14 6 -5 8 9 -1 -10 -9 -7 -14 -4 16 18 -18 -16 20 -20 -13 -6 24 28 26 27 -26 29 -2
right_child=23 3 4 5 22 12 -8 11 10 -11 -12 21 13 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00072406092233206348 4.5758756337898572e-05 -0.0015998935562494526 -0.001954000518222726 0.00013047105250070548 -0.00057299638311118426 -0.0025847283716906068 -0.0013632334135661305 0.0026680208157541427 -0.0001580210369753864 0.0035323567515554368 -0.0053776978434599372 0.0069265500085638277 0.0013749755894694067 0.02288332912924948 -0.0019820948800339587 -0.0035108007170359477 -0.00044277141047627163 0.013322734966912123 0.0046684266032193458 -0.0014616169741512967 -0.0010310937958216565 -0.0083239227302488693 0.0017899795040441121 -0.00024637833342681307 0.00011719210213222948 -0.003111633562809669 0.00087770883621800602 0.0013995689594285114 7.8694285365274748e-05 -0.0015495255049262089
leaf_count=1201 6447 3889 12920 79724 3957 2582 4018 1608 579 534 457 60 222 22 11501 1741 32948 34 896 2669 880 128 1979 62033 57747 885 18691 4087 40688 6804
internal_value=0 -0.0340271 -0.0899812 -0.00295274 -0.106481 0.00376445 0.00927217 0.065466 -0.0561064 0.0957411 -0.316786 0.265219 -0.248512 0.490952 -0.125728 -0.102584 -0.0915939 -0.0531283 -0.184099 0.0187461 0.268795 -0.563822 0.0337586 0.00694011 0.021605 0.0444786 0.0478326 0.0269724 -0.0147088 -0.0991681
internal_count=361931 164549 74092 90457 69525 86568 83742 4567 2771 1735 1036 1796 2826 244 63589 50669 48928 32982 15946 4445 1776 188 5936 197382 135349 81410 80525 61834 53939 13251
shrinkage=0.00777238


Tree=1844
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 578 784 647 590 815 1016 561 767 981 1071 828 520 210 921 727 846 146 20 348 1049 1255 859 706 1055 763 284
split_gain=51.9491 41.7383 36.0531 32.4772 30.0079 29.7359 28.7994 74.5939 28.367 43.8512 30.9608 29.3461 28.4285 31.415 28.2688 28.6318 28.047 27.1315 38.7322 27.1111 27.3977 30.6611 26.0852 28.1979 28.0322 25.5544 25.4645 25.1643 25.0568 23.969
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 -0.87905496296652397 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 1.4862832230723366 1.1233556138015588 1.7060327193526743 -0.32553500826022114 -1.0536780337889886 1.5103007336851382 1.7227903396074284 1.0525743831388839 -1.5722412400100421 -0.53268848306471728 2.888475460910541 -0.37168563270387045 -0.1000730347161236 -0.41247550550616424 0.081590514740122175 -0.98545034728205338 -0.44850149662963495 -0.06330144360313554 0.35720372001585082 -1.5553584877332924
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 -5 8 7 -3 9 10 26 12 -10 -14 -6 16 22 29 -19 -8 -21 -22 -16 -24 -25 -20 27 -2 -23 -7
right_child=1 6 -4 4 14 17 19 -9 11 -11 -12 -13 13 -15 15 -17 -18 18 25 20 21 28 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013669499999848864 5.4671853219270083e-05 -7.5375474676012868e-05 -8.0012830065763268e-05 0.00023769488605539197 -0.00018302274506817328 -0.00030822496118255749 -2.5832334667835815e-05 0.00041783641408361694 6.6551834138408074e-06 -1.0750902888957063e-05 -0.00034663917236792206 -7.5112358130506921e-05 0.00029141618324988018 1.082198035391242e-05 -2.0441814698631442e-06 -0.00013277410820332615 0.00038060140388379457 -0.00017218843055130564 0.00049111486244992524 -0.00010992273554158491 -0.00024681902786009185 0.0003987867403519136 -9.1352629329104209e-06 8.2132048632861131e-05 0.00032327795836251295 0.00015251491846536759 -0.00015205435187549249 -0.00014892774792702479 0.0018205363395167465 2.4590429807209646e-05
leaf_count=3225 7779 4821 35150 3439 1661 1026 29774 1384 68928 38883 3660 14374 2353 2587 8392 2203 1021 1119 926 63616 158 122 2976 3234 3408 4670 17601 5281 60 28100
internal_value=0 -0.0338071 -0.0187959 0.060495 0.0836431 -0.00816916 -0.0787168 0.0739511 -0.021465 -0.0577262 -0.132118 0.00249502 0.0193093 0.166756 0.0564653 0.0772557 0.103603 0.0470335 0.166125 -0.0908792 -0.121713 0.508092 0.0837875 0.1594 0.237219 0.235296 -0.108474 -0.0233576 1.0729 0.0180633
internal_count=361931 332372 232437 29559 26334 197287 99935 6205 161446 73204 34321 88242 73868 4940 22895 21234 19031 35841 6715 93730 63956 340 18010 9618 6642 5596 30661 13060 182 29126
shrinkage=0.00087056


Tree=1845
num_leaves=31
num_cat=0
split_feature=785 728 727 784 1022 1016 921 859 971 333 747 746 520 282 1396 595 1189 155 7 913 566 715 792 419 982 635 1113 748 933 284
split_gain=65.1934 46.6617 38.198 36.914 36.3417 38.4583 36.1968 30.4078 28.9366 27.8642 27.0395 27.2254 27.6349 26.3623 27.8063 26.0867 25.9361 25.9053 26.9176 25.8299 25.6776 26.7372 25.2971 25.1271 25.0513 24.917 32.4855 31.5762 24.5941 24.5225
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.98545034728205338 -0.8891902375834092 1.0308016862606064 6.1031850957970919 1.0000000180025095e-35 1.5103007336851382 -0.94278280720258245 -0.22066983381662078 1.0000000180025095e-35 -1.0096337021262032 0.85791629766231614 -0.85975757808075792 -1.0282579537198486 2.2401583428922476 1.0000000180025095e-35 -0.87246257202899724 -0.83202065260420666 1.7621802667917166 -0.19831695560551094 -0.8669671782448376 2.3188760003929425 0.68806224955729689 -1.4950250354433621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 10 29 -8 -4 15 11 13 -13 -2 -15 16 17 18 -3 -7 23 -22 -21 -6 -9 -17 27 -27 -23 -5
right_child=1 9 8 6 20 19 7 24 -10 -11 -12 12 -14 14 -16 25 -18 -19 -20 22 21 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.715347447070843e-05 -0.0003719004823305449 0.00029187399010413605 -0.00012317802304925951 -0.00027139636260651971 -8.9785451784843906e-05 -0.00016033902408864862 0.00043848409600805117 0.0001236212651867995 0.00014974420701286024 6.272461050651755e-05 0.00055874210157206899 -8.1033237037424663e-05 0.00025068680965023018 -5.0535159252721378e-05 -0.0002079746403090282 -0.00027599018095593664 -8.8055594508395824e-05 -0.00020942478725572705 8.1317350419383541e-06 5.5827931732275602e-05 -0.00010548634521652071 0.00022736728335985529 -4.9812981840116795e-05 -4.1435339420624847e-06 -0.00047641292214012165 0.00012215920919676204 -0.00015964431865520649 0.0013628571852304415 -9.9642982240897172e-05 1.3816299780016863e-05
leaf_count=12551 5009 2148 1561 1572 17767 5981 1153 6164 15447 5744 169 6267 1053 11935 16934 10179 63831 2117 6508 13657 1817 4129 26285 78330 278 1565 7760 83 958 32979
internal_value=0 -0.0380488 0.0674645 -0.0221846 -0.0360696 -0.0739109 0.0349818 0.164683 0.135838 -0.0854313 -0.138592 -0.144852 -0.0249305 -0.184891 -0.157416 -0.0970003 -0.078783 0.0362139 0.0935223 -0.034592 -0.010403 0.110568 -0.0153102 -0.0199236 0.109969 -0.195845 -0.094328 0.245531 0.182969 0.00427393
internal_count=361931 332372 29559 232437 190291 87290 42146 7595 17008 99935 41367 41198 7320 33878 28869 94191 74604 10773 8656 45923 103001 6904 39942 96097 6442 19587 9408 1648 5087 34551
shrinkage=0.000905731


Tree=1846
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 712 12 1449 705 909 651 1430 232 1243 1181 285 706 736 1079 1012 508 354 175 553 78 953 1048 1007 156
split_gain=52.7765 46.3629 92.9567 48.5945 51.5064 46.7077 37.6339 35.4621 33.0983 31.0134 31.2933 30.679 30.203 29.3683 28.557 27.2051 27.1553 26.4895 27.3501 26.1019 25.9061 25.3895 28.2782 26.03 26.0336 25.1274 26.1992 24.6445 24.4622 24.1726
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.63779424894106762 -0.59727736220901595 0.74561756370782817 -0.0050352993931598944 -0.62658750036069699 1.1107569744011787 4.2254883379486126 0.92584771804271815 1.473013388195284 -0.59467284272644005 -1.1152437199248966 -0.3535015761321067 1.0000000180025095e-35 3.0729769241839433 1.4711245761114824 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35 -0.40557632866038712 0.51980652663356819 1.0000000180025095e-35 -1.462787764299305 -0.58509654268748301 0.52458311074900565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 14 7 6 15 -5 12 -1 -11 20 -8 21 29 -2 -10 -4 27 25 -6 22 23 -9 -25 26 -20 -19 -13 -3
right_child=1 3 17 4 11 -7 8 13 16 10 -12 28 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.9458535417741987e-05 -0.00016463768194758413 -1.1370175965951503e-05 2.2716389138217374e-05 -4.3983730116705784e-05 -7.4855824463690015e-05 -0.00024963406205604904 -0.00015973061945503421 0.00017523476375473033 0.00045304113532983848 -7.1334942337737713e-05 0.00012708917939017181 0.00011811699976705794 0.00076764017166088331 -5.1277562515902142e-05 -0.00012732681917316231 0.00010373979748843838 -3.1563019681794093e-05 -0.00028657192343047911 -0.00014988167686763728 0.00059121322448310077 0.00049538015946350698 -3.5967984317167592e-05 0.00034534625052119191 0.00014644329725285087 -6.7077550130683638e-06 -0.00025310742511882212 3.4833919266389684e-05 -6.2772639541798517e-06 -0.00044919813718121603 -8.308387508100766e-05
leaf_count=10316 2450 92841 30816 9440 4692 20329 38294 9671 514 3120 16123 262 97 4378 12354 5424 6141 1583 9011 163 257 3544 1669 5574 8033 5175 4934 30831 1122 22773
internal_value=0 -0.0368922 -0.0697884 -0.0142054 0.039456 -0.149106 -0.114211 0.0660226 -0.147799 0.0580454 0.109873 -0.12816 -0.181625 0.0962362 -0.0388357 0.0350181 0.0118538 -0.0235684 -0.0565164 -0.132594 -0.0547732 0.11989 0.142603 0.124767 0.067723 -0.142557 -0.090536 -0.0193433 -0.392332 -0.0285663
internal_count=361931 332372 155762 176610 48642 73249 52920 42309 45046 29559 19243 6333 38391 32869 127968 7874 6655 82513 51697 19283 4949 28491 24947 23278 13607 19120 13945 32414 1384 115614
shrinkage=0.00085349


Tree=1847
num_leaves=31
num_cat=0
split_feature=1431 146 134 1030 800 1047 552 1438 819 416 200 561 794 644 671 221 792 852 1376 0 747 115 710 813 974 633 1323 691 1245 1092
split_gain=27.5136 27.2099 28.7947 28.5133 28.727 31.7437 28.5716 26.764 25.6604 28.7728 25.0416 25.0038 28.3188 29.1453 37.424 28.6931 27.4468 27.2552 26.7941 26.1588 25.8447 25.7309 26.144 25.0404 25.8195 25.696 24.5379 24.4159 24.2768 26.1231
threshold=1.0099929608726099 2.0556245044164494 1.6445699455742113 2.7042904249467168 -0.57812715656594349 2.8162032343233889 0.88550564370688412 1.8084897874314609 1.0000000180025095e-35 -0.13467159258371844 0.54528507942352966 0.36051334308712851 2.2041218380651819 -0.34929633066952553 0.66766422009387627 1.8227074503890177 1.0000000180025095e-35 0.64081800999824112 -0.39507898286537607 -0.82640105205818293 2.2668746584208797 1.0000000180025095e-35 1.7745879959826432 0.44561103650162237 0.22888588994647893 2.2512632397278991 3.1011166587218653 -1.0179773451201657 0.048838786062320692 2.9499917481720264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 28 11 -7 -5 -4 -10 -3 12 13 14 20 21 17 -16 -19 -20 -6 22 -15 24 -18 -25 -23 -24 -1 -30
right_child=-2 10 8 7 5 6 -8 -9 9 -11 -12 -13 -14 15 16 -17 23 18 19 -21 -22 26 27 25 -26 -27 -28 -29 29 -31
leaf_value=4.409823521602426e-05 -0.00053940248288644114 0.0014584848367741451 -0.00042598924274247151 -0.0012631931856019328 0.00061278216223170775 0.001020983445116429 0.0059867222289459896 0.0027908695900837172 -0.003906770260743664 -0.00046558199449229701 -0.00035642006212889359 -0.00046992808021441588 0.0011061076692509542 -0.00032858431882147149 -0.00015282991892960813 0.0011329126207947613 -0.00046460957690942371 0.00089681978413020649 -0.0023829048509841307 0.0092687454801732919 -0.0015365509606183228 -0.001096721303129707 -0.0017925160812015727 -0.00038002566888389443 -0.0026843029344945199 0.0048475482022582502 0.0074849383935062606 0.0020902615905830325 0.000917124019222449 -0.0053011277714719602
leaf_count=27134 55251 7682 30406 12789 44161 2120 471 869 3768 2920 3693 54521 7995 38126 5168 4007 3217 653 83 270 1865 21387 742 1517 3957 321 115 2819 23670 234
internal_value=0 -0.0024986 -0.00705088 0.000277772 0.00506038 -0.00787915 0.233055 -0.116874 -0.0769288 -0.253119 0.0992532 -0.0113417 0.00400976 -0.00417239 0.0288332 -0.0381234 -0.0611835 0.0456101 0.349824 0.79801 0.060357 -0.0512767 -0.0202909 -0.136318 -0.19626 0.0717289 -0.121053 0.155952 0.0504666 0.099859
internal_count=361931 306680 295305 258211 244553 193515 2591 13658 37094 6688 11375 190924 136403 128408 61212 67196 15186 6174 1006 353 46026 63189 41687 9012 7174 1838 21502 3561 51038 23904
shrinkage=0.00858133


Tree=1848
num_leaves=31
num_cat=0
split_feature=1430 1160 884 1066 12 637 1114 754 852 600 492 1287 291 3 1386 462 1023 1459 216 747 550 219 1423 540 1380 726 1104 572 910 419
split_gain=27.1222 59.7517 27.7618 28.4375 24.6607 28.52 32.4639 28.2013 27.1966 26.9709 26.7997 26.014 26.8071 26.6853 25.6778 25.6495 24.1459 24.0874 26.025 23.3892 32.7262 23.2478 23.0985 22.7112 22.8833 22.677 30.8847 25.3922 22.5796 26.4878
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66905551989196432 -0.54928301346280928 -0.16880868750248187 1.8501342574368116 3.3498340555328805 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.075057720655872753 2.0134489336482666 1.0521786857681461 -0.99694430979730886 -1.4953120543594869 3.5900732819318715 -0.92662490140568188 0.79663687415197149 -0.76138159556739671 2.2668746584208797 0.29966714842153758 -0.21876264646989135 2.2885552421444864 5.4720523062326718 3.3446298041419404 1.2114997549129087 1.5183451988957275 -0.31973701692954509 -0.82967816203483158 0.2890029573141405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 25 9 7 -7 8 15 -2 -9 13 -13 -10 21 -6 -4 22 -19 -16 -21 -11 -3 24 -5 -1 27 -27 -20 -30
right_child=4 17 16 23 5 6 -8 10 11 14 -12 12 -14 -15 19 -17 -18 18 28 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00040494905260806058 4.7719242063285664e-05 -5.1838285012388697e-05 -0.0060416578482412765 -0.0012975798403020219 0.00027979360726995011 -0.0014248392182504739 0.018164378070081484 0.0002536047594169893 -0.0026479402320926187 0.0035790239823116424 -0.0014374477800201378 0.0038957571052151484 -0.0022017584014953585 0.00095555448800753895 -0.00068748898001544097 -0.0055152908507273505 0.0023472599095215956 0.0021447452776449018 -0.0017059730451491146 -0.00163585003783356 -0.01315537012128476 -0.0034860037692291657 -0.0021431482944230884 0.0052974389454953303 0.0058137565289001387 0.0008586270110732242 -0.015513337472367238 0.01055460300019663 -0.00017326517001551466 0.0020577843643407264
leaf_count=27226 79331 70662 158 48306 43968 4049 23 9117 856 906 6569 1565 266 20172 30075 301 1358 3245 1921 251 118 258 2896 154 258 176 28 149 4795 2774
internal_value=0 -0.0336166 -0.0909853 -0.0998755 0.00711667 0.0341337 -0.148492 0.042713 0.0607377 -0.0160121 -0.0472789 0.118993 0.35293 0.0974399 -0.0748108 0.0285071 0.192924 0.00370821 0.0893351 -0.088282 -0.610288 0.259176 -0.0129316 -0.142152 -0.146835 -0.0368044 0.473391 0.631961 0.0304225 0.0793699
internal_count=361931 164106 77813 76297 197825 86886 4072 82814 67128 110939 15686 22859 1831 21028 31608 44269 1516 86293 12735 30444 369 1164 73558 48718 48564 27579 353 325 9490 7569
shrinkage=0.00858133


Tree=1849
num_leaves=31
num_cat=0
split_feature=470 464 678 330 203 1382 785 1043 564 961 741 771 1037 1469 432 728 762 1469 710 1326 356 666 885 1169 781 80 1426 577 1463 1173
split_gain=49.9876 62.7117 40.5337 40.4192 38.1006 37.0338 32.085 31.9879 33.0208 30.8266 27.5819 27.5149 27.465 26.4543 28.7335 26.2334 26.2318 26.079 27.8051 25.6583 30.8151 25.4149 27.0353 25.0462 28.1498 24.9174 24.6791 24.6458 24.5275 24.1449
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.44542865074340127 1.0605395091208547 0.081171891487753292 -0.86283290253235112 1.0092399748889116 -1.0367082881431129 1.0000000180025095e-35 -0.65696253498209489 2.460021018916795 -0.26178590505088833 -1.0470123060412753 -0.22718794025450476 1.0000000180025095e-35 -0.16498221937087335 -0.65753724463548624 2.5579636957383234 0.18668206285229913 -0.3532102087305003 3.1569310267559065 1.6290983814687661 1.3563391952969075 1.0000000180025095e-35 -0.35070478352678153 1.3963709736238232 -0.9250398530534788 3.2146045722163294 2.437247391288011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 29 7 9 23 -3 8 25 12 -9 27 -1 14 -10 21 -14 18 -11 -16 -21 -8 -23 24 -5 -4 -15 -6 -27 -2
right_child=2 6 3 5 11 -7 15 10 13 17 -12 -13 16 26 19 -17 -18 -19 -20 20 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00013611616976592287 -4.3940104136097609e-05 0.00010610575631658152 -0.00030884573905854329 0.00012029239813584442 -0.00046206738359510119 0.00017013528952123226 -1.5425270616654372e-05 -0.00021448261481805879 0.00021863592359882181 -9.9303111279249007e-05 -2.0728501702505321e-05 0.00020453561739905196 -0.00011104428790122292 2.1492193734965225e-05 -0.00012780129146035409 -9.4477570165429474e-05 2.8924570426413051e-05 -0.00032450572902619569 0.00085984813941019993 0.00058327518689150505 1.8140569665853683e-05 0.00041510021111326669 -0.0013939561802525447 -0.00017789459822904635 -5.9896731023627954e-05 -4.7945561711306255e-05 -0.0001497592274323572 -0.00019846536881716164 0.0011843067893863555 0.00017132930230855309
leaf_count=19765 86322 6813 2725 8771 5421 10833 55905 4289 4753 2737 7324 653 11507 45582 2349 26330 17974 7058 133 457 1164 683 34 2242 4776 3089 4165 15566 63 2448
internal_value=0 -0.059089 -0.00429868 0.0231074 -0.118545 0.0920888 -0.0221346 -0.00240968 0.0165083 -0.0902078 -0.103283 -0.241443 -0.0674399 0.029995 0.132081 -0.0354411 -0.0229937 -0.2425 -0.0351135 0.00286316 0.193921 -0.0109719 0.367055 0.0272187 0.0585474 -0.156953 0.0102086 -0.270444 -0.0189774 -0.0413013
internal_count=361931 170579 191352 102582 80814 26622 89765 75960 64347 59174 11613 21640 49246 58470 8723 82952 29481 9928 2870 3970 1621 56622 717 15789 13547 5877 49747 20987 3152 88770
shrinkage=0.000923845


Tree=1850
num_leaves=31
num_cat=0
split_feature=785 263 728 926 507 1010 119 150 43 712 878 965 1392 927 497 539 848 126 876 54 1237 83 74 1080 1304 915 839 1176 1321 854
split_gain=70.9177 48.6755 55.6907 66.516 58.2774 53.5598 44.7417 40.4541 38.4569 38.1413 37.9276 37.6433 39.0069 37.6002 49.0539 34.9038 33.6881 31.6118 31.5311 31.3237 30.1717 29.8898 28.5838 28.5649 28.2329 28.4881 27.7963 27.5068 29.5188 27.0362
threshold=-0.86283290253235112 0.66115833724634121 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 3.0713252103476614 1.0000000180025095e-35 -0.52571317712276111 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 0.10980254379742337 0.33884867167867055 1.0483613175537825 1.7001250133015622 1.0000000180025095e-35 0.064962217503757108 1.0000000180025095e-35 1.0000000180025095e-35 -0.42445565733332025 1.4298092310842805 -0.84754395423810358 0.37499935201478013 2.2092738772757108 0.56633490548814824 -0.78713887805465299 -0.64342910015847998 2.3858497325480861 1.1154633439054562 -0.87473648844905705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 5 11 6 8 -3 21 -1 15 12 24 14 17 -5 23 -9 -12 -19 29 -4 -18 -8 -2 -26 -24 -17 -29 -11
right_child=1 7 3 10 -6 -7 16 13 -10 20 18 -13 -14 -15 -16 27 22 19 -20 -21 -22 -23 26 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00015149078234624513 -7.6429395103323535e-05 -5.5728688027603944e-05 -0.00020412645342708619 -0.00024888002058437713 0.00018360087128374499 0.00027792903844942648 4.9220296277766679e-06 -2.1709455536889265e-05 -0.00022870914240964257 0.00030649702957403184 -4.462801459274507e-05 -8.6412446211566095e-05 0.00018232997149421565 -9.4998086393817828e-05 0.00021849864023488398 -0.00011724849807091192 -0.00012302933807073076 -1.6644864334525365e-05 -0.00018580297943728382 0.00017510905927387434 -0.00015075426242165953 -4.2703362561668582e-05 -0.0002152811228890862 0.0002070181694796533 0.00048774606094673117 4.8535549504269868e-05 0.00011437173266887637 8.2065132240862461e-05 0.0014551122672564077 8.6027554226053988e-05
leaf_count=3225 11748 25045 8472 26361 6453 1980 45131 17353 12192 2402 32164 19348 5765 5809 6274 16136 17927 4853 10563 7766 1892 36406 1566 2657 624 4664 4774 243 98 22040
internal_value=0 -0.0385825 -0.0543706 -0.0716915 0.0138351 -0.0404865 -0.0469577 0.0110311 -0.102311 0.0713123 -0.128392 -0.0191791 0.0433176 0.0488255 0.0741076 -0.190812 -0.0129918 0.0381722 -0.0828606 0.112649 0.0963089 -0.0730539 -0.0843815 0.0190057 -0.0142166 0.114381 0.0439754 -0.111901 0.540512 0.116143
internal_count=361931 332372 265272 216670 48602 131105 129125 67100 57070 29559 85565 42149 22801 42055 36246 42838 72055 29972 42727 12619 26334 44878 24267 47788 17036 5288 6340 16477 341 24442
shrinkage=0.000923845


Tree=1851
num_leaves=31
num_cat=0
split_feature=785 728 727 125 257 703 727 1458 1470 1148 804 1452 1465 1459 1323 1464 547 333 618 794 1457 21 595 1189 155 7 843 1452 1121 491
split_gain=63.3004 48.4448 36.9189 35.3961 59.5419 34.6408 30.7332 31.3911 28.9949 29.0176 32.3829 30.1153 28.77 28.2706 33.7573 32.0334 28.0644 27.6945 27.3081 27.9536 26.9008 26.2357 25.9701 26.0505 25.9887 27.1184 25.369 25.1935 29.962 25.0215
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 1.0000000180025095e-35 -0.43379039697338312 -1.3782462404802098 0.85514867284464147 1.3537602816678871 -0.76841635434299438 -0.58077491096849221 -0.31424627443252701 -1.0065908867703655 -0.065515111140320159 1.4078093546699517 1.0308016862606064 -1.4147875658213491 2.2041218380651819 0.874379273111902 -1.0798509198017876 1.0000000180025095e-35 -1.0096337021262032 0.85791629766231614 -0.85975757808075792 -1.1732227544085421 0.90005214643023135 -0.69466879750206123 -1.5509137314742372
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 -5 -2 -8 -7 11 29 12 21 15 -15 -13 -4 22 -9 -20 27 -10 23 24 25 -3 -14 -17 -29 -11
right_child=1 17 16 5 -6 8 7 18 9 10 -12 13 26 14 -16 20 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.3657507779432376e-05 -2.1521022600150192e-05 0.00030223435267391776 0.00014834976431849975 -0.00014054265844257717 -6.8583419282657647e-06 -0.00048435815417466517 -0.00025491635023915533 -0.00037081650780035721 0.00047810875962687289 -0.00033737248388559225 0.00028148438119120125 -0.00011076907063883286 0.00025700601307832423 -0.00015312427962913962 3.3206714813344929e-05 9.6770555509024949e-06 -0.000181591689465282 6.664058393661461e-05 -9.5296361998533976e-05 0.00029161550673206501 -0.00021602784849200182 0.00011753866544022397 -0.00017777072000407687 -8.6802222001858642e-05 -0.00021085804785743177 1.1464965937733188e-05 -1.6160078187622359e-05 -0.00014309791803188021 0.00045694323756798489 6.17842016033835e-05
leaf_count=12551 13115 2148 15968 7397 53844 438 13989 3457 855 788 2392 22188 1632 5073 36440 10821 1040 5744 17518 1020 1776 6495 19587 63831 2117 6508 13039 439 1018 18703
internal_value=0 -0.0337666 0.0701691 -0.0175952 -0.0522078 0.0044227 -0.125833 -0.169718 0.0122175 0.0142161 0.0822381 -0.00161827 0.0665709 -0.0218274 0.0156565 -0.0665672 0.137323 -0.0820944 -0.107923 -0.0771477 0.0115893 0.171251 -0.0936484 -0.075464 0.0398977 0.0973502 0.01156 0.0467533 0.301461 0.0536221
internal_count=361931 332372 29559 232437 102943 129494 49099 35984 122097 121659 21883 99776 22021 77755 41513 36242 17008 99935 21995 18538 14054 7350 94191 74604 10773 8656 14671 12278 1457 19491
shrinkage=0.000923845


Tree=1852
num_leaves=31
num_cat=0
split_feature=785 181 837 567 727 1286 8 1463 942 484 909 263 145 1467 444 139 971 1384 1459 1217 1450 87 979 264 614 820 189 886 1107 402
split_gain=64.0012 48.2051 36.2306 37.8214 36.2209 33.4445 33.2942 34.7972 43.1976 30.434 29.4273 28.2385 26.5358 25.8563 25.7005 25.4964 24.665 30.831 24.2864 30.6383 26.7426 26.0503 24.4892 24.1995 23.7488 27.3631 32.2987 27.1786 25.8164 23.7053
threshold=-0.86283290253235112 1.0000000180025095e-35 0.64384972645585192 0.98191358321475442 1.0000000180025095e-35 0.78161905918100072 -1.3201780167189929 -0.043407658172389896 0.44633743931240322 0.40243943359777712 -0.67290761646258057 1.6445160113075163 -1.1507712560729344 -0.41259912630364309 -1.030303753827398 -1.0330013613250195 -0.94977692966989535 0.054422267959887458 0.53912233727729608 1.9780750160580907 6.3256978922114095 0.56076668980743449 1.4755368708648944 1.0000000180025095e-35 -0.44567324718331602 2.6461010908889477 -0.69348768723690357 -0.56028990723182226 0.13440492040618951 2.3072461888407707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 14 -1 9 -7 29 13 -2 -6 18 -11 15 -4 -9 17 -12 21 20 -20 24 -23 -17 27 -26 -27 -3 -28 -8
right_child=1 11 3 -5 10 6 7 8 -10 12 16 -13 -14 -15 -16 23 -18 -19 19 -21 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=-1.1920273433287129e-05 -6.4542051869163058e-06 -4.5645292787343829e-05 -0.00025297764218846423 5.617474931622217e-05 -6.3476618873467515e-05 -0.00018532654584363953 1.747762845108886e-05 0.0006919250028029093 0.00025385995401877554 0.00010931922782572588 7.7544667724690496e-05 9.2100648527891656e-05 -8.7720584093417872e-05 -2.6030754317604374e-05 -7.3243516975709058e-05 -6.2444065415661007e-05 0.00016766702223932646 -0.00072573174205684443 2.8975136884041024e-06 -0.00050846978724364202 0.0011045104555443346 -0.00024507168546332247 0.00023560720134303671 0.00023691303497432446 -6.4162008971022818e-05 -0.00039374447355460652 0.00037067483809417656 -0.00024163930105008694 0.0015814798317441217 -0.00030735434020199502
leaf_count=12551 127297 5879 4473 8329 2491 2580 21683 268 4928 2973 499 3060 33295 6130 46023 1569 13779 239 11586 460 62 10680 591 2248 25854 144 218 11198 88 756
internal_value=0 -0.0343051 -0.0215801 -0.0747985 0.0701921 -0.00831533 0.0472247 0.0619061 0.139773 -0.0229727 0.136683 -0.0953915 -0.0837293 0.058319 -0.101065 0.189578 0.175242 -0.205177 -0.108383 -0.011496 0.0139914 -0.133328 -0.255119 0.143717 -0.106563 -0.0643783 0.512305 -0.192491 0.923031 0.00691849
internal_count=361931 332372 262552 58825 29559 203727 40162 37582 15143 163565 17008 69820 36268 10215 50496 4085 14517 738 66760 12108 11648 54652 11271 3817 43381 26304 450 17077 306 22439
shrinkage=0.00085349


Tree=1853
num_leaves=31
num_cat=0
split_feature=1426 1223 1160 210 49 1227 1459 1423 21 83 81 1260 772 915 1381 816 942 799 1301 221 218 1023 1374 358 669 125 1287 1242 1457 683
split_gain=27.6691 32.7932 40.411 35.2709 30.9441 29.5301 27.3982 26.7687 28.8316 26.7159 26.6838 29.0412 27.1396 26.7057 26.5855 26.3707 25.4514 25.3944 25.332 24.8747 24.6533 24.4962 23.6608 23.9033 24.0775 30.5985 23.4467 23.7073 23.3966 24.9654
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3427873622283644 1.0000000180025095e-35 0.45217487547399066 2.6310845791442943 1.0000000180025095e-35 -0.70163543588998201 2.1827992373410878 -0.06080358131966291 0.92224895838314735 1.1794506860632166 -0.56771090983186812 -1.1091064714145937 -0.92870374882376117 0.44633743931240322 -0.58454210970522613 1.0000000180025095e-35 2.0566792771333762 0.12323260755954422 2.2900273674543703 -0.66177662735578835 -1.6807338813750647 1.0000000180025095e-35 1.0000000180025095e-35 1.1763035833334732 0.24656214017056841 5.4378793078107464 -1.3831318875547542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 18 6 16 8 -1 -3 19 14 -13 20 -12 26 -5 22 -4 -9 -14 -6 23 -17 25 -25 -10 -28 29 -19
right_child=1 9 4 5 21 -7 -8 10 15 -11 11 12 13 -15 -16 17 -18 28 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00044133842249517518 -0.0033972781386532821 -9.7891811157509328e-05 0.00071764470188848952 -0.0018303760037971756 -0.00083785120591812166 -7.7111515993610701e-05 0.0025904444626777931 -0.00075855674620960991 -0.00027242570560105872 0.0013003736825434897 -0.0031748097081712558 -0.0019795573078375617 -0.0010102957101958939 0.00032356790738543927 0.00045016815477292037 0.006601817506458562 -0.00039296582301881987 -0.00065332150997965627 -0.00033997446939603874 0.0013548755520833989 0.01902720431812285 0.0034540643050655086 0.0009045551729258913 -0.0012650187674033918 0.0011241947632618038 0.00039151481474204209 -0.0025730721220388313 2.3868772825161029e-05 0.0032195816072281645 3.9562804477069736e-05
leaf_count=38485 2993 68524 8441 15547 14349 7737 409 25147 14221 2563 521 2388 24 169 14657 119 4657 13510 10010 1173 30 211 11642 4032 2559 4419 2030 1070 344 89950
internal_value=0 -0.0385201 -0.0826475 -0.163266 -0.0311624 -0.138818 -0.204305 0.00417604 0.0151627 -0.00631768 -0.0507715 0.0185166 -0.232682 0.571238 0.0549636 0.00108941 -0.223157 0.0113304 0.0282436 -0.102893 1.92337 -0.118831 0.0771484 0.00412492 -0.00573338 -0.0625532 -0.0862827 -0.263863 -0.00329546 -0.00538674
internal_count=361931 135441 64354 31343 33011 28350 20613 226490 182381 71087 44109 17789 2611 223 15178 143896 20204 126575 18451 26320 54 14560 22771 11129 11010 8451 17321 3100 103804 103460
shrinkage=0.00625104


Tree=1854
num_leaves=31
num_cat=0
split_feature=51 1041 404 577 834 54 606 1371 472 1027 891 132 915 923 358 1453 1465 1451 1324 1382 490 207 770 470 741 869 1454 318 557 211
split_gain=27.0935 33.4277 28.2248 27.7069 24.8106 24.5702 27.2247 27.3654 27.7688 28.2813 42.5909 30.2482 26.8341 26.781 25.2765 24.834 29.6957 29.1233 31.6617 25.032 24.2653 26.9398 27.5505 24.1099 24.0932 23.7 34.924 23.6928 25.0607 24.4226
threshold=1.0000000180025095e-35 -1.16817972268513 0.76881834321921005 -0.9250398530534788 1.8759286492389278 2.8571107612274447 2.1543936751333881 3.4357416210103824 1.0000000180025095e-35 1.0000000180025095e-35 1.3986681884311531 -0.35597889642441949 0.10192271733076834 1.1329310957806376 2.8477783203714409 -0.033594567119601682 0.56487967955244278 0.88359250333053418 -1.3551035915245497 2.2071891834283033 1.1146535216898825 -0.034716748737055429 1.1451869675194801 1.0000000180025095e-35 2.8718069931529517 -0.57653763495970078 3.8331818028246452 0.48132849711848924 0.77718971752246258 0.63593213200603171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 8 20 11 12 15 -11 -14 -8 16 -10 18 -18 -20 21 22 -1 -7 -22 -5 -27 29 -29 -13
right_child=1 2 -4 25 -6 23 14 -9 9 10 -12 27 13 -15 -16 -17 17 -19 19 -21 24 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00017650189412900391 -0.0013521278704219065 -0.0007259618057081468 -0.00085652092131743775 0.0006554537597195947 -0.00085239854755530945 -0.0024147782959881214 0.0011734515982242623 -0.0021617228829089604 -0.001559567866433904 0.001164918295211556 -0.001830787775207782 0.00021420753215412253 -0.0014995348534567212 0.0014984186535467526 -0.012831473920612371 -0.00013348834942068419 0.0092568696830521106 -0.0028379442042544942 0.00039496420757479875 0.010425555254605139 -0.00047691023011571927 0.00055606702393036001 -0.00094235012461594571 3.121575220989787e-05 0.012342138634351213 -0.00014605587533766655 0.0040101948097677311 0.0022182599515405137 -0.0019824706035362688 -0.0023155781811200612
leaf_count=56075 12384 21545 22395 15686 9839 2682 7297 2533 15983 11087 3336 6380 3387 1607 42 10462 154 643 2226 63 17301 57626 7680 2176 91 65584 518 2864 582 1703
internal_value=0 -0.0371427 -0.0268379 -0.0114815 0.00484718 0.00980806 0.0135501 0.00836909 0.0107996 -0.0320013 0.0443697 -0.0659338 0.0896909 -0.0646085 0.142078 -0.105815 -0.157625 0.0445906 0.163297 0.0969397 0.0274485 0.037742 0.00585457 -0.147052 -0.0565749 0.00668407 -0.0133451 0.0344439 0.197493 -0.0331901
internal_count=361931 138112 125728 103333 223819 213980 209122 201783 199250 60477 19417 41060 16081 4994 7339 29531 19069 3086 2443 2289 138773 121381 63755 4858 17392 81788 66102 11529 3446 8083
shrinkage=0.00777238


Tree=1855
num_leaves=31
num_cat=0
split_feature=50 56 10 195 1452 499 1463 391 572 1259 874 120 1312 558 639 197 258 842 21 969 912 707 1235 1462 1014 1188 231 582 158 361
split_gain=26.2369 45.5632 23.1273 29.2146 24.2081 28.1087 23.4863 28.0706 23.8009 23.0604 24.8274 30.0151 23.1574 23.0728 22.5509 22.271 25.1782 24.1986 23.1218 24.2744 31.8455 27.141 24.272 32.9776 29.3434 25.556 35.3639 24.3652 23.8234 24.4518
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.4300579965213711 3.4643624210569857 0.065831437678632129 0.55714439853991571 0.94170239728407068 1.475049428936581 -1.1059900838644507 -0.063007653486450502 1.4669069232400107 1.0077541972150732 1.1349123327949342 0.29693762642469962 -0.12080769904498222 1.7525974049969186 2.0040214161005392 2.9606251197735571 1.5676574675808517 0.99129618260095764 -0.78909690302173163 -0.16664054148809174 -0.94625487755706195 3.4653406265423476 1.0000000180025095e-35 -1.58070651124506 0.66120899063968608 1.0844420916666788 -0.68648648392083456 -0.31255651869033152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 14 15 -8 -9 10 12 13 -6 -12 -4 16 18 -18 22 -20 21 -21 -1 24 27 26 -26 -24 -25 -30
right_child=-2 -3 3 -5 9 -7 7 8 -10 -11 11 -13 -14 -15 -16 -17 17 -19 19 20 -22 -23 23 28 25 -27 -28 -29 29 -31
leaf_value=-0.001847983970340288 5.7420771348004067e-05 -2.3754447411321164e-05 0.0015120203621330531 0.014626454861553178 0.0033409382070455386 -0.0031310057183058151 0.00061673156727866418 0.014150659636545278 -0.0060560476691522641 -0.00058676285194490059 0.0043316949875064955 0.044865235755337074 -0.0053777521160963682 0.025836802183389913 -0.0018772696016163323 -0.0028378872248529989 -0.0040949541585351412 0.012757059645970181 -0.0030510447187238887 0.024265643315955029 -0.00027075158846374855 -0.0022821150360307079 -0.0011313941082389618 0.014508525427171215 0.0029079821669936996 0.00036584431043016729 0.023992582527080801 0.0009439423582820629 0.0099126673381870235 -0.0020678536856991061
leaf_count=11266 197382 90457 2305 46 1213 1408 6724 40 734 1218 94 23 144 24 1453 4604 2625 37 3869 39 452 28 23674 67 175 9335 49 2203 84 159
internal_value=0 -0.0331914 -0.0878307 0.0388742 0.0254659 -0.0774111 -0.106425 0.0322032 -0.5844 0.21423 0.397996 1.41376 0.306619 1.07604 0.0378717 -0.126218 -0.112569 -0.44223 -0.101734 -0.286872 0.189325 1.76197 -0.0834343 -0.0556414 -0.0645318 0.065435 0.999994 -0.108611 0.659662 0.319258
internal_count=361931 164549 74092 7928 7882 5166 66164 7498 774 2716 1498 141 1357 118 3758 58666 54062 2662 51400 4388 519 67 47012 35746 35436 9559 224 25877 310 243
shrinkage=0.00824811


Tree=1856
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 516 789 765 332 578 333 828 561 1242 588 714 623 306 912 744 520 210 595 348 1049 1255 1382 624 513 746 1189
split_gain=63.6338 43.8037 34.3002 34.0085 31.0371 36.4818 32.4904 29.5984 29.056 28.2585 28.25 27.6053 34.4332 27.4925 49.7737 33.2524 27.767 27.6267 27.1149 26.9881 27.8562 26.8132 26.635 28.0151 28.0658 26.0866 26.2771 25.9604 27.4443 25.5377
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 1.0000000180025095e-35 1.1248358748350926 2.1763216024766678 1.6399250563363121 -0.87905496296652397 1.0308016862606064 -1.0536780337889886 0.39290959862627112 3.5578112322456241 2.250834115212506 -0.62741635080033265 1.896973990591279 1.0505480127069649 -1.4522963016155972 1.0000000180025095e-35 1.5103007336851382 1.7227903396074284 1.0000000180025095e-35 -0.1000730347161236 -0.41247550550616424 0.081590514740122175 1.0134361585418981 -0.24487498702133631 1.0454229551509682 3.6288968102052546 -1.0096337021262032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 7 6 13 11 -5 21 -10 12 25 15 17 16 -6 -15 -7 20 22 29 -12 -24 -25 26 -2 -16 -29 -3
right_child=1 9 -4 8 5 18 -8 -9 10 -11 19 -13 -14 14 27 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00013764166268450249 -0.00010797331165299951 3.4073098776926333e-05 -8.2193330340279115e-05 0.0002462736308749047 -3.147745444294427e-06 -0.00015721247617366853 -0.00016051897809793078 0.0001083138327075452 -0.00017922552140773381 6.4999229660874105e-05 3.6635790389529243e-06 -0.00011671327256148356 0.00082076228583737672 0.00058072410666026929 0.00014357732848041326 0.00016096446498444939 9.6103092644986935e-05 -0.00024216953761090345 3.1653295830518522e-06 -0.00012201934336155284 0.00039317429478421796 -0.00017273745000609249 -1.5742024037876011e-06 9.0604362827861412e-05 0.00033629071744450099 7.2913190588346996e-05 -1.0119480435502782e-05 0.00049694764521239249 -0.00049916658604690317 -8.3565407417068863e-05
leaf_count=3225 20135 10773 35150 3439 75713 7727 3694 4018 1661 5744 8392 22758 179 144 3079 5344 10665 1300 7141 2203 1021 19587 2976 3234 3408 7880 26002 1408 100 63831
internal_value=0 -0.0366873 -0.0213209 0.0675427 -0.0109666 0.0105995 0.025407 -0.0464154 0.0911691 -0.0826259 0.0644778 -0.0578612 -0.0317686 0.0325971 0.164342 0.0227436 0.0120985 -0.173507 -0.0870064 0.0852204 0.110771 -0.0942851 0.0910568 0.167322 0.244741 -0.0351615 -0.0561917 0.264309 0.486762 -0.0758017
internal_count=361931 332372 232437 29559 197287 116315 101447 80972 26334 99935 22895 76954 54196 97753 6031 91722 86378 1444 14868 21234 19031 94191 18010 9618 6642 54017 46137 4587 1508 74604
shrinkage=0.000887971


Tree=1857
num_leaves=31
num_cat=0
split_feature=785 728 727 487 143 852 1037 1181 0 1469 843 21 909 43 647 590 563 802 1116 791 429 512 333 296 846 146 138 497 773 971
split_gain=59.8942 44.5885 35.3856 32.9408 34.5488 33.6083 42.0473 29.5315 28.1251 28.7317 30.9316 29.5544 27.9983 27.7422 28.4884 72.7465 27.1825 26.8423 26.1325 26.0607 28.5727 26.2779 25.2625 25.1583 25.1219 29.1341 35.6691 24.8742 25.4618 24.5377
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.2575391871604671 -0.72319605263816955 1.0747610123934368 0.054934626273265431 1.3510149546611909 2.3676997144368248 -1.0588145806293296 -0.37855479510909762 -0.13431221002227373 -0.67290761646258057 2.2744972866152193 -0.87782724458594241 0.58895901036483078 1.5259646835875491 1.0000000180025095e-35 -1.0609786113588993 1.0000000180025095e-35 -1.2478001920244324 1.7364793524751543 2.9869920577443172 -0.93703182310290589 -0.53268848306471728 2.2368666814773395 -0.98223957276639073 -0.37392674803170961 1.1391032444617981 -0.94977692966989535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 7 8 19 -2 9 11 23 18 -4 14 15 -3 -13 -5 -6 -7 -21 -22 27 -11 -16 -26 -27 28 -8 -14
right_child=1 13 12 17 5 6 22 -9 -10 10 -12 16 29 -15 24 -17 -18 -19 -20 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-1.2273073091513931e-05 -7.8007851763449703e-05 -7.0847537995284953e-05 -6.3876231820411062e-05 -5.7402380243366786e-05 -0.0001525704460475966 -8.352821340831003e-05 8.7784799579224105e-05 8.0902866415244771e-05 0.00017389400608787178 9.7530673776807808e-05 -6.6270620607924881e-07 -4.548103063250936e-05 -0.00018724110670043396 -0.00029864156341494392 -2.1087831818010051e-05 0.0004406467372916592 0.00033999128689050413 -0.00024715192466236938 0.00016173504793059971 -0.0004520092737164008 0.00023617040961475949 -0.00042808615812735333 -0.00052529901290295086 -8.8472766486980415e-05 -0.00011220698129335013 0.0007714301500261492 1.5498920779603564e-05 0.00023190084057543827 -0.00048010776142819449 0.00017599855487266492
leaf_count=12551 41089 4660 2491 19116 1275 6675 3033 5270 3504 3431 78426 9099 738 4157 28421 1349 668 5710 8763 355 2658 261 194 35426 59692 318 1338 7135 349 13779
internal_value=0 -0.0315318 0.0696431 -0.0160148 -0.00770375 0.00683211 0.0856036 -0.0639337 -0.00587096 -0.0107856 -0.0247529 0.062104 0.135463 -0.0779707 -0.0708601 0.0825901 -0.0195276 -0.101472 0.14188 -0.0154674 0.139818 0.201654 0.174797 -0.0791234 -0.0831781 -0.113241 0.181399 0.188306 0.0374307 0.173138
internal_count=361931 332372 29559 232437 207611 161252 20660 46359 140592 137088 117283 19805 17008 99935 95778 6009 9767 24826 10038 9949 3274 2919 10711 38857 89769 61348 1656 10517 3382 14517
shrinkage=0.000905731


Tree=1858
num_leaves=31
num_cat=0
split_feature=785 516 451 506 564 789 515 921 728 660 645 703 513 583 713 581 911 902 290 1047 498 776 830 513 258 1188 768 575 430 413
split_gain=26.8772 26.7518 33.143 55.5402 33.0123 32.91 30.9097 29.0192 60.2962 48.8624 52.2101 51.2401 46.4153 67.1855 44.1736 42.518 48.5832 37.0561 45.1483 32.5231 32.483 32.3213 33.0977 30.4011 30.0877 28.451 28.3721 27.6728 27.6612 27.0454
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.1248358748350926 1.4353143596930875 1.0525743831388839 -1.3163276726681863 0.26872683687560334 0.66777575187080795 -1.4278711406352407 1.0454229551509682 -0.55326332990463356 1.0000000180025095e-35 1.0000000180025095e-35 0.77693903076620996 -0.204299180748722 1.514851825702467 -0.13195128072338333 1.3629506435077672 2.5659293755304176 1.8759508015093831 1.0454229551509682 1.1203171907964993 -1.1296630106764052 1.530164640916057 0.68932268642900596 -1.306885403822504 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 7 -2 8 9 10 28 -11 17 -14 -9 16 -15 -10 24 27 -20 22 29 -12 -19 -21 -27 -13 -3 -16
right_child=1 5 3 -5 -6 -7 -8 14 12 11 23 19 13 15 21 -17 -18 18 20 25 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0003685402527670389 -0.0004691981199976398 -0.0028417426118468253 0.0023330551037045299 -0.00012019061206231081 -0.0012600027098700541 -0.00054269594552789756 0.00018080559579141607 -0.00098573407979348133 -0.00070684161390749509 -0.00078565777088552148 0.0023139849629875754 0.00091497683064343258 -0.00079932214283758973 0.0023115530516273522 2.9560354092833673e-05 0.00021619997652912824 -0.00034942280447811818 -7.9808797764854779e-05 0.00054415739878836634 -0.0023867646321125971 0.0034364746147642353 -0.0052854855668744141 0.0031674478591221982 -0.00097795214475118026 -0.0015750750367697428 0.0045157754225191903 -0.0015280267797319299 0.0054110131912059444 -0.00010983381438844372 0.0012342682114188223
leaf_count=29559 86094 1109 2736 10940 11199 23724 29310 3563 44386 1812 3105 3281 7410 6049 7432 10065 1905 43161 2760 196 1094 260 1373 751 4798 2030 211 341 10385 10892
internal_value=0 -0.0159748 -0.0425149 0.065685 -0.0556008 0.000546649 -0.0427882 0.0118197 -0.00069033 0.10041 0.0290428 0.241016 -0.0220704 0.0566337 0.0824668 0.126466 0.237238 -0.0476827 -0.00722704 0.329653 0.207904 0.12266 0.131505 0.236772 -0.0285765 0.512635 0.572524 0.193984 -0.0487718 0.10641
internal_count=361931 332372 140279 13676 126603 192093 115404 168369 144849 23221 15350 7871 121628 25429 23520 18019 7954 96199 51813 6059 3854 19957 19697 3856 47959 2437 2241 3622 11494 18324
shrinkage=0.00703968


Tree=1859
num_leaves=31
num_cat=0
split_feature=819 1464 1454 1457 1457 1465 1452 1461 1449 1452 1462 1230 1458 1449 1468 1462 1451 1452 1459 1459 1451 1468 1458 1465 1452 1454 1458 1459 1459 1459
split_gain=26.6761 27.0483 33.5757 33.2596 36.8545 33.1651 39.613 41.5899 45.8807 40.5677 39.4066 36.8031 36.2352 58.392 33.0654 36.5151 40.5963 31.9564 50.4809 34.6082 31.8176 37.4676 31.6957 33.5411 58.6651 97.1493 115.682 92.4478 94.1714 66.3488
threshold=1.0000000180025095e-35 1.5993600128483978 -0.12591398429191614 0.68635126017805159 0.57275488436352984 -0.34934968739461808 0.69404526084459894 2.5032120688259147 0.23597764718087469 1.7369906976833109 2.5899815736749394 1.0000000180025095e-35 1.0000000180025095e-35 0.11043731599731825 3.2937191260639342 0.51820475264331234 0.13675593870780142 -0.48130049356481425 5.488374436184996 0.89293416550029103 -0.38712238392461751 1.0056208477415762 2.0019660229778804 -0.41120921193798426 -0.63504016340352343 -0.63228822985738853 0.6450643276075535 -0.16909159747159788 -0.05064362051825478 -0.22883417501387637
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 14 11 12 10 9 -9 -8 -5 13 -7 22 -16 -17 18 19 20 -13 -22 23 24 27 26 -26 29 -29 -1
right_child=-2 2 -4 5 -6 6 7 8 -10 -11 -12 17 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0010577860367579712 -0.00062324971906194766 -0.0010923788410771985 0.0010625203624509748 8.1838145828323563e-05 -0.0018758147365893648 0.001504452004706317 0.0013465294299515246 0.012974207278162059 0.00024570223762851126 -0.0014126094748623632 -0.0046234698555675906 0.0040591666336130955 -0.0012947611291746631 -0.0015587541969911741 -0.0049226397481341921 -0.0027595287003346724 0.0050004509939450773 0.00078134042161226739 -0.012596436675667682 0.0059715382632856166 -0.00053212648074400619 0.010181480052361755 0.0013302179891797874 5.7829771728524968e-05 -5.5833427674043463e-05 -0.0013285618288253255 0.0062050045132392932 -0.0052894357217177293 -6.9599823834836432e-05 0.0056940008068678011
leaf_count=11368 46027 4099 15711 9388 5784 7078 4093 266 304 88 474 1822 10615 4295 1353 821 414 5364 73 1155 1761 122 5441 137450 26548 48139 1238 2011 7287 1342
internal_value=0 -0.00238751 0.075393 -0.00813357 -0.0190455 0.0459504 -0.00424916 0.158438 0.617894 1.07798 0.0815127 0.115777 -0.0484856 0.0408811 -0.0148415 -0.272491 0.00395079 0.202867 0.328105 0.356117 0.244636 0.0351189 -0.0120433 -0.0164616 -0.049774 -0.0820248 0.0297365 0.0516215 -0.12306 0.17387
internal_count=361931 315904 19810 296094 249196 46898 27213 5225 658 354 4567 19685 21988 11373 243412 2588 1235 10297 4933 4860 3705 1883 240824 235383 97933 75925 27786 22008 9298 12710
shrinkage=0.00910658


Tree=1860
num_leaves=31
num_cat=0
split_feature=1454 21 984 1449 1467 1465 765 1230 1452 1465 1465 1453 1454 1456 1459 1453 1454 21 1456 1459 1455 1452 21 1459 1464 1458 1452 1468 1451 701
split_gain=26.4283 27.754 28.0294 36.7565 34.0968 29.8152 29.719 28.5616 33.8737 41.3693 40.8374 42.6495 48.6977 44.6432 36.4274 35.3577 48.6526 35.3431 33.3702 33.0546 53.9047 50.8838 50.1983 35.6872 34.7182 32.7969 58.0227 37.8546 32.6504 30.7993
threshold=-1.0640499357927207 -3.2545899522946695 0.82210659373771711 2.6682367991512277 4.5114904631235966 -0.65327714863568986 1.9055793309111257 1.0000000180025095e-35 -0.58911782507014421 -0.58331477857565561 -0.57462309435395464 0.10786919360362883 -1.0247127271972578 2.0994270724704638 5.488374436184996 1.3990727291183711 -0.47921441570843964 2.1349806934485605 2.0994270724704638 -0.50282768380134069 -0.11655890663531634 -0.55537993649074191 3.0805194032280743 -0.51431314994662358 -0.19194956937484473 -0.34425841020341802 -0.67361960556891953 0.82408035764145182 -0.16446795582476503 -1.8835857887689234
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 -4 7 -3 9 14 17 13 -13 -12 25 18 -17 -11 -14 20 21 -10 -21 24 28 26 27 -9 -23 -26
right_child=1 2 3 -5 -6 -7 -8 8 19 10 11 12 15 -15 -16 16 -18 -19 -20 22 -22 23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0045082045125515802 0.0033659652887566911 -0.0001846121556058487 -0.001336731639722968 0.0026007258504014007 0.0064468811401707255 -0.00030145631515509237 -0.00089290707921273757 0.0016562550452698184 -0.0042338775495131837 -0.0023973274869648555 0.00058315885108315606 0.01553882623434397 -0.001234263806862825 0.0052928217477037848 -0.0081585407743606734 0.006002902169873937 -0.00031325144169806545 -0.016083295077524623 -0.0073455745239806884 0.00031191043550692841 0.00033766079480880443 -0.0020866919125816273 -0.00645258677257939 -0.010385914397917856 0.0074032988666157228 0.0020658363076708972 -0.004279648197257453 -0.0049789740835897373 -0.00027971458007559089 -5.4505796512555654e-05
leaf_count=604 702 131507 17328 1142 192 34931 13410 3544 1665 184 20855 44 6640 606 111 454 1753 101 341 68113 21293 7973 318 146 189 9198 863 303 6005 11416
internal_value=0 -0.00790001 -0.0088736 -0.0615386 -0.0724619 -0.0770532 -0.000936531 0.00372163 0.0229668 0.0745484 0.0282661 0.0362229 -0.0917608 0.0904527 0.17234 -0.104986 0.132708 -0.798993 -0.186857 0.00270207 -0.0424437 -0.109435 0.034172 -0.086349 -0.0804399 0.182842 0.0276846 0.139956 -0.159057 0.00759431
internal_count=361931 361327 360625 53593 52451 52259 307032 293622 162115 44997 30978 30693 9232 21461 14019 9188 2207 285 6981 117118 48687 27394 68431 25729 25583 13908 4710 3847 13978 11605
shrinkage=0.00808638


Tree=1861
num_leaves=31
num_cat=0
split_feature=785 728 125 257 703 712 727 794 1458 333 1148 804 1237 1452 1459 1323 1464 1457 1470 595 1189 155 7 854 927 730 585 401 1452 1121
split_gain=62.9707 49.2573 36.3144 62.6217 35.3925 34.2282 30.93 30.4907 28.9189 28.1424 28.0153 32.253 27.5002 25.741 25.6516 32.8472 32.4644 27.4558 26.2314 25.494 26.0515 25.5356 26.6186 25.2137 27.9037 29.35 27.5605 26.7682 25.0082 29.407
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 -0.63779424894106762 1.0000000180025095e-35 2.2041218380651819 -0.50691198241461255 1.0308016862606064 0.85514867284464147 1.3537602816678871 1.4298092310842805 -0.76841635434299438 -0.31424627443252701 -1.0065908867703655 -0.065515111140320159 0.874379273111902 -1.3782462404802098 1.0000000180025095e-35 -1.0096337021262032 0.85791629766231614 -0.85975757808075792 -0.87473648844905705 1.0483613175537825 -0.33215574005720661 1.0000000180025095e-35 2.6445107718578433 0.90005214643023135 -0.69466879750206123
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 -4 -1 -2 8 -8 19 13 -12 23 -6 16 -16 -15 28 -17 20 21 22 -3 -7 25 -25 -27 -26 -18 -30
right_child=1 9 4 -5 10 12 7 -9 -10 -11 11 -13 -14 14 15 18 17 -19 -20 -21 -22 -23 -24 24 27 26 -28 -29 29 -31
leaf_value=-0.00012824506399063866 -1.8429487900572339e-05 0.00027965396632297654 -0.00012803605580399659 -2.612703336412432e-06 5.4284771660657503e-05 0.00027699885747145721 -0.00026216255264424376 0.00012234979632461671 -0.00011476041371683026 6.536271095044343e-05 4.6476752438461195e-05 0.00025995159822433456 -0.00012901032609064636 -9.7553617336731423e-05 -0.00013757594720200476 -0.00075472635501500388 1.4778644994314751e-05 -0.00019599367894838321 3.5064052862074434e-05 -0.00016111154912961293 -7.7839952718172675e-05 -0.00019067330687114078 1.3255374320741537e-05 0.00011051349695325492 0.00029211879940773961 8.1381789240887487e-05 -0.00014218551889934883 -0.0007300474262295194 -0.00012274749690180246 0.0004246179672604703
leaf_count=3225 13115 2148 7397 53844 22118 2402 11447 1956 22581 5744 19566 2401 1892 22242 5092 147 10842 1782 36440 19587 63831 2117 6508 12628 2587 3218 3469 138 443 1024
internal_value=0 -0.0302649 -0.0139498 -0.049041 0.00836643 0.0734016 -0.124593 -0.168623 -0.18908 -0.079056 0.0162499 0.0829782 0.097046 0.000701293 -0.0179855 0.0176653 -0.0606029 0.018014 0.0376424 -0.090717 -0.0726928 0.0428133 0.099808 0.115974 0.0937476 0.0664477 -0.0407181 0.301703 0.0535366 0.306493
internal_count=361931 332372 232437 102943 129494 29559 49099 35984 34028 99935 122097 21967 26334 100130 78012 41679 36333 14091 36587 94191 74604 10773 8656 24442 22040 19315 6687 2725 12309 1467
shrinkage=0.00085349


Tree=1862
num_leaves=31
num_cat=0
split_feature=476 1442 322 843 939 694 351 271 138 484 975 415 566 842 927 710 921 771 785 936 701 1456 1469 1455 540 889 1116 823 852 1218
split_gain=26.4998 29.3006 41.8101 29.9049 28.9156 28.6686 28.4551 29.7516 27.5627 27.3825 27.2885 26.8627 28.8881 34.5719 29.4742 28.4158 37.8947 38.9096 37.5767 37.0644 34.3997 31.7946 40.2643 33.7038 29.8444 34.8324 35.552 33.7763 31.5768 30.8808
threshold=-1.316508667510939 -1.2625182715263061 1.0000000180025095e-35 2.539957888746601 1.4307804817950061 2.1748273896674011 1.2027449423016912 3.1043109927646175 1.8037909328924133 -0.80072262751835011 -1.0452696389163247 2.4784959836639584 2.1710320005650359 0.65230012000242288 1.0483613175537825 1.8739714802800056 1.0525743831388839 1.8122906398701633 -0.86283290253235112 0.30310323293594316 -1.580061912640524 1.0000000180025095e-35 0.44007429205355564 0.49277866179710311 -0.93049901949950853 1.0000000180025095e-35 2.6508024497224683 2.7559558503392179 1.0747610123934368 3.9048232315577729
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 5 6 11 7 8 10 -2 -1 12 15 14 -14 18 17 20 -3 24 -17 -22 23 -23 25 29 -27 28 -26 -20
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 19 -21 21 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.00075289723612177533 0.0012370659702027045 0.00070519030469042227 -0.0012076519800288627 0.0022324272984660413 0.0008770191845802964 -0.0010669662810592791 -0.0018710630517743086 -0.002351636094044025 0.0013957726978374618 -0.00029192850455839924 -0.0006173086023384544 -0.0012977438941243367 0.0021827405909819178 -0.00057366028659105702 -0.0015249632414970609 -0.00045665277173364914 -0.0018158587044325106 -0.0033912975883465899 -0.001948103079083798 -0.00047599467407367463 0.0013730412846607069 0.0064515770157950328 -0.0010179648937201414 -0.00023472729354761669 0.00010284520038521275 2.5455084694708763e-06 0.007990476584889529 -0.0019482668647208092 0.0009575724621252844 0.0083958617761803363
leaf_count=6819 5170 21605 20690 1869 6629 7304 6782 3763 3767 22527 47259 5250 5301 2500 677 2473 1442 613 6808 55403 6286 1115 437 265 95786 5102 179 3534 14504 72
internal_value=0 0.000424942 -0.0562659 0.00962838 -0.0529791 0.00730533 -0.0690666 -0.0517523 -0.0381495 0.00100293 -0.0532573 0.0116036 0.0149633 0.132863 0.218209 0.0095868 0.108124 0.14966 0.0029705 -0.00795141 0.177706 0.240927 0.485241 0.644941 0.0121841 -0.102516 0.0402397 0.0222268 0.0276145 -0.219495
internal_count=361931 286912 48387 238525 75019 236656 68390 61608 57845 27697 54078 229352 224102 8478 5978 215624 12631 11189 202993 181388 10576 8103 1817 1380 125985 12161 5281 113824 110290 6880
shrinkage=0.00808638


Tree=1863
num_leaves=31
num_cat=0
split_feature=1430 1298 1469 1053 395 1470 1022 14 1179 1222 21 1451 1231 1147 114 908 288 851 620 1035 651 1319 560 937 138 1071 905 582 348 974
split_gain=25.6079 47.0295 36.764 32.6674 34.0643 30.1332 29.8106 26.0983 25.5666 25.0887 24.3959 24.3658 28.1137 29.9626 27.7815 26.5762 24.3226 24.401 26.3972 26.4169 23.9667 24.9218 24.363 24.8061 32.4584 24.1239 27.0917 26.9 25.2208 28.1645
threshold=0.54622893720785959 1.0000000180025095e-35 -1.0588145806293296 0.44392534947413687 0.66415532897360485 -0.90123702445516929 0.67527595557081987 -0.29015431142025017 -1.0318265007845462 1.2281653790456704 -1.8362818876253988 -0.62073360516980247 -0.55512259543958953 2.3776019160615971 -0.48224317521809829 1.0080710835600473 -0.26704414188828945 0.68308976018130074 -0.43590413231259101 2.9711786819006263 1.1107569744011787 -1.9061454630617805 1.6590601587821199 1.0000000180025095e-35 -0.51050133973651357 0.69084194168817237 1.6941275270489176 1.0844420916666788 0.24478469968001834 2.0376656147012997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -4 7 -7 -9 11 -5 -1 15 14 -14 -13 -3 18 -18 -20 22 -22 23 -2 -25 26 27 -23 29 -29
right_child=20 16 3 10 -6 6 -8 8 -10 -11 -12 12 13 -15 -16 -17 17 -19 19 -21 21 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00047619124780768181 0.00064921105670451176 -0.00020365029184711987 6.4984834014852677e-05 0.0031600120873610622 0.00032038019906495803 -0.0015262566309446799 0.0030490906571871584 -0.0026745304968202547 -0.00038015172987601565 -0.0020387865570294433 -0.0015268338016929414 0.0027593259069622956 -0.001062372745401484 -0.0084300170143967196 0.0013037587858347576 -0.0013220618856809706 0.00079734450669218318 -0.00084066445152781923 4.8646210419433161e-05 0.0048390858253172632 0.0057838070362407944 -0.00024752823488233196 -0.00072192535201606603 -0.0010650904263812518 0.0004049922774423605 -0.0020069747210234253 -0.0025280045287672534 0.0060012336142650086 -0.00014393625354084104 -0.006540822532307717
leaf_count=6091 44874 75696 16272 517 14702 24988 539 3029 24043 1837 21678 3202 2778 203 4225 573 24772 6194 45162 383 161 5628 6279 7805 14713 3112 1325 552 535 63
internal_value=0 -0.0196519 -0.0573794 -0.0780647 -0.0569204 -0.0836532 -0.115447 -0.123333 -0.0705175 0.0322633 -0.173971 0.0559958 0.117813 0.0324342 0.0521574 0.26543 0.00549419 0.0321471 0.04341 0.0108769 0.0246856 -0.0690205 0.0391602 0.0515535 -0.0102997 -0.0824612 -0.0198383 0.035012 0.323527 0.604185
internal_count=361931 276884 124677 105768 83573 68871 52599 52060 27072 18909 22195 17072 10981 7206 7003 3775 152207 76511 70317 45545 85047 11376 73671 67392 22518 11215 8103 6778 1150 615
shrinkage=0.00808638


Tree=1864
num_leaves=31
num_cat=0
split_feature=785 728 727 1431 771 971 43 784 954 677 602 784 878 497 758 921 714 1245 1189 155 1470 9 294 355 647 590 1233 912 212 289
split_gain=63.7886 49.5424 38.3287 37.7288 32.5095 32.0798 31.6966 31.5924 29.9091 29.8016 48.6071 35.0363 46.1001 29.9179 41.7001 28.7373 38.7375 27.9731 26.4811 28.399 25.8985 25.1893 26.6934 25.9312 25.1573 72.1131 27.3151 25.5679 24.7952 24.6776
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 1.4820751525130569 -0.8891902375834092 2.2744972866152193 0.9594655836162902 0.98873640907070304 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.0895063784560848 -0.43523778982368799 1.0525743831388839 -0.62741635080033265 -1.7128333084108756 -1.0096337021262032 0.84002401608733945 0.78209301887286675 -0.6568624016424246 0.70790183924502448 -0.29790755827186671 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 2.6843503068799532 2.8437866769773872 1.3266054900639306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 7 -4 8 9 18 10 17 13 -13 -11 -15 -9 -17 -2 19 21 -10 22 -3 -23 25 -20 27 29 -19 -26
right_child=1 6 5 -5 -6 -7 -8 15 20 11 -12 12 -14 14 -16 16 -18 28 24 -21 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-1.720915209101202e-05 -0.00075750542800705949 0.00029672811944265874 -0.00014092849019855646 -8.8974634985624471e-05 -0.00018206569875806088 0.00015798406229956542 -0.0003310750905970867 2.1518770289726531e-05 0.00015006185869343507 2.4028473804119254e-05 -8.2117248783281756e-06 3.8971438198310635e-05 -0.00010522616106415314 0.00028832359036317268 -0.0001657745800724381 -0.00017448365931517338 0.00023332313453981152 -0.00013071598414549605 -0.00010787231190684738 -0.00021951149380513977 -0.0001918730081779902 -0.00018113097755900675 -0.00035448327721872411 0.00011665151722573534 -8.5680411904987664e-05 0.00049315921054985182 -0.00025115531891326757 0.00078770171121828926 0.00037924997201396483 -0.000249488195738707
leaf_count=12551 742 3010 1561 35150 4703 15447 4157 28460 4445 46263 38013 15638 20032 3459 1002 1127 5453 31755 3973 2804 1422 3217 453 3972 56268 1001 9388 167 640 5658
internal_value=0 -0.0360614 0.0682365 -0.0197032 -0.00883458 0.136657 -0.0848914 -0.00448734 -0.0772481 -0.0183535 -0.056255 0.00627504 -0.0444491 0.0419688 0.201897 0.0530106 0.176706 -0.137564 -0.0899294 0.0165672 0.078635 0.0734483 0.240412 -0.0191369 -0.107701 0.0509197 -0.120928 -0.103978 -0.128515 -0.106722
internal_count=361931 332372 29559 232437 197287 17008 99935 192584 95778 157544 71150 86394 35670 50724 4461 35040 6580 33137 89911 13456 5867 10652 3463 7189 76455 4974 71481 62093 32395 61926
shrinkage=0.000942322


Tree=1865
num_leaves=31
num_cat=0
split_feature=476 1097 785 1470 728 21 487 210 21 1469 1468 1454 1453 541 540 209 1356 885 705 710 1456 1455 1469 923 21 625 824 964 631 208
split_gain=50.3525 50.036 49.3397 45.4467 41.6654 36.4417 33.5511 32.7051 39.6688 55.5243 37.6236 49.0844 36.4618 32.7005 32.0715 37.743 31.4021 49.9197 40.6085 33.8761 34.389 36.7943 38.0515 34.4914 29.6943 29.7664 29.5432 28.9598 28.8907 28.8442
threshold=-1.0099296266851885 -0.95342879297703587 -0.86283290253235112 -1.1535394197080833 -0.49008176997875957 1.189441983669046 0.35570349484642388 -1.5255039139934115 -0.32341995197817647 -1.1256941366283033 0.38892790084257617 -0.82542789839051101 -0.13332918316212281 -0.55676187874653171 1.6305215107933637 1.2240214519904722 1.0000000180025095e-35 2.2685560401286238 0.83440877527505686 1.3536697095467554 0.042545365537477266 0.49277866179710311 0.44007429205355564 -0.86449023226567734 -2.7818205974049124 -0.62240508625585 1.6273301965107299 0.80745641784395206 -0.68146950001887485 2.0281345528622965
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 -2 -3 -5 13 -4 9 -9 14 26 -13 -1 29 -16 19 18 27 28 23 22 -22 -21 -8 -26 -12 -18 -10 -11
right_child=1 2 7 5 -6 -7 24 8 16 10 11 12 -14 -15 15 -17 17 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.4244517643119097e-05 8.7095060935061839e-05 -0.00016686876797761052 -0.00018305258759035778 -0.00010871523941352226 0.00010914683407298478 0.00014586981894758297 0.00057076090938886468 0.00016617315328331376 -8.5785703997559835e-07 -2.3753351937689797e-05 0.00061671484220157658 -3.2948325878105734e-05 0.0001971142226072936 -7.8172024970321895e-05 0.00026143555890593078 -0.00062301324055510281 -4.7566724554191152e-05 -0.00032250556765143644 0.00012922787232276552 0.00035937959016095944 0.00062494413910981459 -0.00028205581234833809 -5.5054484281212027e-05 -3.8183949012418722e-05 -3.7351988570935698e-05 -0.00017687773818967622 -0.00060427008332138382 9.1921968384991515e-05 -8.0189828907035785e-05 -0.00031837867419722948
leaf_count=21047 6179 2135 4824 45613 20601 2284 207 8632 23054 34900 812 5803 4489 37166 2023 191 18086 1384 10187 773 907 313 417 6268 11167 26969 108 6612 57228 1552
internal_value=0 -0.0113295 0.00241753 -0.079516 0.0962814 -0.107776 -0.0768389 -0.00941521 -0.00528774 0.0422379 0.0113057 0.122841 0.0780296 -0.0424211 -0.0224403 0.220735 -0.0268803 0.0247997 0.0402931 -0.0497408 0.0747691 0.348036 0.494952 0.01035 -0.14166 -0.1488 0.594596 -0.0075752 -0.0645049 -0.039626
internal_count=361931 265375 211299 54076 22736 47897 96556 188563 183739 58510 49878 11212 10292 58213 38666 2214 125229 36269 34885 88960 8678 1637 1324 7041 38343 38136 920 24698 80282 36452
shrinkage=0.00087056


Tree=1866
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 1096 859 585 746 520 43 647 590 585 1459 1459 788 913 779 1453 845 1452 905 846 146 138 982 792 85
split_gain=52.9682 44.834 34.433 37.5667 40.3459 35.0465 33.4355 28.9032 27.7299 27.2242 28.4186 27.2184 28.5766 74.8994 26.8246 25.7384 26.4846 29.8672 25.3896 25.3242 25.2403 25.2213 26.1576 25.7069 25.2164 30.0948 35.8117 24.6591 24.4992 24.0276
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.98545034728205338 1.0000000180025095e-35 1.0000000180025095e-35 1.5103007336851382 2.2744972866152193 -0.87782724458594241 0.58895901036483078 -0.8867634123843694 0.77133902740777927 1.2659885913983882 0.38349571241217301 -1.0282579537198486 0.26837281532951079 4.3161488702054323 1.6673944371136227 1.434259801303694 -0.90865795044230568 -0.53268848306471728 2.2368666814773395 -0.98223957276639073 1.7621802667917166 -0.87246257202899724 -1.3274107148674466
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 9 -4 8 -7 -1 14 -11 12 13 -3 19 -5 17 20 29 -2 -17 22 23 -10 -14 -26 -27 -9 -20 -6
right_child=1 11 5 15 18 7 -8 27 21 10 -12 -13 24 -15 -16 16 -18 -19 28 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00016207839665744115 -0.00019303913134492392 -7.4248190986807679e-05 3.4558009377354706e-06 -2.054393433306368e-05 0.00018813322417786805 0.00041294910879872862 -5.129254793739911e-05 0.00011753549416572412 -0.00026645115072745061 -7.3836633388506821e-05 0.00024890323131599573 -0.00028925016054205844 -2.4768812014640258e-05 0.00042456629834410677 -0.00011976880033301347 8.9073091941492078e-05 -2.5257050511762548e-07 0.00034152638545153292 5.4191662267630245e-05 -0.00050805088404801883 -0.00086786420035933783 0.0003550745368445465 -0.0003691861227824522 5.6774979116973881e-05 -0.00011255542643212019 0.00074230890433793029 1.426716083678983e-05 -0.00045499596192236379 -4.5817906923783548e-05 -0.00019942770806868074
leaf_count=9701 6098 4660 34551 87061 733 1153 8295 6164 932 6267 1058 4157 28421 1349 24688 4408 9561 1877 13657 3256 94 726 629 9276 59692 318 1338 278 26285 5248
internal_value=0 -0.0366159 -0.0210571 -0.0344812 -0.0729812 0.0341953 0.0586055 0.161973 0.102714 -0.139246 -0.0190729 -0.0831289 -0.0760933 0.0774696 -0.178906 -0.00835592 0.0675337 0.17246 -0.0326562 -0.330031 0.0794811 0.0318712 0.00542821 0.0311247 -0.0884153 -0.118495 0.180918 0.108671 -0.013524 -0.174034
internal_count=361931 332372 232437 190291 87290 42146 29559 7595 21264 41367 7325 99935 95778 6009 34042 103001 15940 6379 45923 9354 4502 11563 10837 10208 89769 61348 1656 6442 39942 5981
shrinkage=0.00087056


Tree=1867
num_leaves=31
num_cat=0
split_feature=181 1087 1113 702 6 202 705 570 869 840 1254 1388 1193 294 660 148 1053 488 194 844 1394 664 1324 419 569 913 1431 21 706 503
split_gain=26.0793 25.1049 25.0372 26.7518 26.1406 26.4553 28.9082 32.2778 26.0706 29.0575 26.0314 24.4593 24.3624 23.7472 26.1373 27.2363 28.5857 24.3214 23.8332 25.3568 23.4944 23.2741 23.2446 23.1635 28.1122 29.7741 22.9011 23.5789 30.5358 33.9298
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61001202275534927 2.2275443133153514 2.6240334274558568 2.2706774934648286 -0.59178957607451521 -0.091415577274531645 -0.57653763495970078 0.78049814275802964 2.3190029559821999 2.0839232462922377 2.7499010950668645 0.92159612535094959 -0.72421686037558375 -0.93138558757380785 -0.83350634655898526 -0.9177613572283454 1.5271592296785539 -1.2610665342523439 2.5475725789190649 4.2765726321909083 1.1158829166445223 -0.87972378494115755 2.5370282988099784 -0.93145280418954046 1.8641952677858011 -0.70163543588998201 0.38922507503038667 -0.55988145504356268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 22 -1 10 26 -4 -5 14 21 -16 -17 -18 -19 -20 -12 -2 -8 -3 -25 -26 27 28 -10 -30
right_child=13 23 11 12 -6 6 7 -9 9 -11 20 -13 -14 -15 15 16 17 18 19 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00068591752800289843 0.00047895820720536477 -0.0010726522518873713 -0.00035919679472997659 -0.0013543845248325643 -0.0013632832554354034 0.00069701917441811938 -1.14478491855855e-05 -0.003214366900266758 0.0011452457779042803 -0.00040849581339544625 0.0013091976261845339 0.0016221000072098634 0.0074041898011940445 -0.0012421323752430469 -0.0014985171620577407 0.0013154221756323872 -0.0016822330504756727 -0.00038107457484480123 0.011304307046555101 0.0012877396922714461 0.0084231594659698455 -0.0052087422859903405 -0.0044517446921348465 -0.00021001544479997097 0.0078084101520413734 0.00077508890753574811 -0.0012100868142531553 0.00012739949315191711 0.0013675122431921981 -0.0011070411186124313
leaf_count=32083 14909 11240 46029 3938 3053 3182 3857 2488 15683 19643 4253 1708 88 11767 8278 3700 5979 28738 68 1346 103 381 486 52663 264 645 3869 73890 2529 5071
internal_value=0 0.00036175 0.0114467 0.0232823 0.0275426 0.0311676 -0.0938046 -0.189593 0.0374395 0.0225216 0.0374456 -0.0368944 -0.155346 -0.0517754 -0.0338814 -0.0641683 -0.0372451 -0.0588816 -0.032872 0.237359 0.20332 0.0522087 -0.0638792 -0.0403078 -0.0215032 0.400051 0.0300201 0.0359164 0.0996077 -0.0272116
internal_count=361931 286765 221953 174216 170190 167137 10013 6831 157124 125041 105398 47737 4026 75166 63399 48109 39831 36131 30152 1414 4356 15290 4343 64812 53572 909 101042 97173 23283 7600
shrinkage=0.00747057


Tree=1868
num_leaves=31
num_cat=0
split_feature=60 1469 697 652 1307 1396 1323 64 1229 843 21 1449 1467 124 1467 1233 1453 1453 1453 1464 1456 1463 21 1449 1458 1464 1450 1456 1461 1469
split_gain=25.357 28.1277 28.0181 26.1349 28.6721 34.3414 36.6555 27.2938 33.2781 26.2932 26.455 40.2564 40.114 46.0308 48.1079 38.8639 37.3661 58.8336 38.8086 43.6757 65.8586 45.0357 41.9361 54.0862 37.1557 40.4594 36.4241 55.0589 36.1971 35.552
threshold=1.0000000180025095e-35 -1.3184646215665221 1.6146804744781753 -0.98896428961744431 1.6294210021612947 -1.2905809715885528 -0.5358124594419581 0.58408534944085788 1.0000000180025095e-35 2.539957888746601 -0.32341995197817647 1.1079199123424177 -0.42730338151659453 2.0390078795600584 -0.43593248692067116 1.0000000180025095e-35 1.4378226153709586 1.6424005247413633 0.89653246390762387 -0.014205097036277146 1.6651900077780224 0.093599294775546141 0.2439032738895319 -0.56797895469754189 -0.55383951697340417 -0.1792923271419434 -0.4429405631277053 1.3778752582070839 1.6859053074631882 1.9822381715593067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 6 -6 9 -9 10 15 12 13 14 16 -5 18 -18 19 21 -21 26 -20 -24 25 -23 -12 28 29 -28
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 17 -19 22 20 -22 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00044184898085190453 0.0020295846669735706 -0.00056391370591197393 -0.00069022699846306977 0.00048348924494841445 -3.8091205607170062e-05 -0.00085418168423973396 0.0043909800147335087 -0.0012334637445539386 3.2993667381619763e-05 0.0022958454863312877 -0.0016355531800163528 0.00080233263313922345 -0.00045019518949110317 -0.0021062401432522275 0.004571721046824807 -0.00086652817660397871 0.0060525346479404617 0.00080497925482639961 0.0013721826116032604 0.0013791640215841932 -0.0026937188471833403 0.0027073864157020457 0.00027782521429607404 -0.0054091714427575398 -0.00011878973727769372 -0.0067647161538987761 0.00018023763523437278 0.0048026458641429841 -0.005532662622738967 -0.0043542999911691848
leaf_count=37173 1093 47163 20488 61582 2779 28486 940 13729 15369 1372 7219 12425 64350 2681 675 8285 622 2880 838 12158 1246 2808 775 1287 4439 173 7329 572 381 614
internal_value=0 -0.0627147 -0.00128148 0.00397584 -0.00460974 -0.080181 0.15626 0.00319203 -0.0670347 0.012009 0.0096882 -0.00938295 -0.0232447 0.0262991 0.0423343 0.0453929 0.0327549 0.240868 0.012476 0.0316786 0.131758 -0.0265608 -0.238029 -0.412644 0.11464 0.301182 -0.0938941 0.000157563 -0.0483061 -0.0164068
internal_count=361931 48256 313675 293187 256014 32205 3719 223809 29098 194711 193339 123472 111047 46697 44016 69867 43341 3502 39839 36939 13404 23535 2900 2062 7420 2981 16115 8896 8324 7943
shrinkage=0.00761998


Tree=1869
num_leaves=31
num_cat=0
split_feature=785 728 544 784 921 1022 1016 859 540 537 595 1189 155 1015 221 1055 771 1459 1459 788 7 1151 1453 913 1460 1463 1456 982 214 792
split_gain=71.3371 58.1753 41.4743 36.9486 38.7399 37.2961 36.9284 30.1537 29.0314 35.2947 32.5029 31.9771 28.4702 27.5831 30.3427 27.6355 30.058 27.4589 27.2493 30.3277 26.4383 26.3247 26.1493 26.0432 25.9914 25.7194 25.4618 25.3766 25.3676 25.3498
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 0.35001124564692748 2.1533051290640106 1.0000000180025095e-35 -1.0096337021262032 0.85791629766231614 1.2191568012335126 -1.1987563122234735 -0.050951592202695524 0.49460383935863333 0.77133902740777927 1.2659885913983882 0.38349571241217301 -0.77831250845127598 2.4190504380954585 4.3161488702054323 -1.0282579537198486 0.9504607190545632 0.093599294775546141 3.5267996248326976 1.7621802667917166 0.77943116478412378 -0.87246257202899724
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 24 5 -5 6 13 -6 10 -10 11 12 20 14 -2 16 21 28 19 22 -3 -16 -19 -8 -1 -13 -17 -9 -7 -25
right_child=1 8 -4 4 7 17 23 27 9 -11 -12 25 -14 -15 15 26 -18 18 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=7.8949570029698742e-05 -0.00038257896966466135 0.00027130723001668315 -4.9602728964668411e-05 3.9721934363174224e-06 0.00041625600693371613 -5.7176335260376142e-06 -0.00015131339741056993 0.00012167396751109526 -1.6867947015298503e-05 0.00050577133708073346 -0.00019271021510810214 -0.00012785525051612571 -0.00020937755478984391 -0.00030031850073794866 -6.7009700810740325e-06 -0.00018698308607074411 -0.00016838548715690179 9.0046597749045938e-05 7.9398637525146085e-07 0.00033871491868375927 7.5282822813131836e-06 0.00037785974897361948 -0.00086252891393048424 5.2829644241748848e-05 0.00026927353985071128 -3.3217657980090786e-05 0.00042107941341611578 -0.00044657223693832568 -8.6738840159106167e-05 -4.6735874227504244e-05
leaf_count=18489 2819 2305 8361 34551 1153 69195 5981 6164 14500 446 18186 38311 1990 5431 14184 12411 5547 4408 9561 1877 5705 722 94 13657 2709 18492 253 278 17866 26285
internal_value=0 -0.038432 0.0716584 -0.020719 0.0364054 -0.0345985 -0.072905 0.170343 -0.0911955 0.00188877 -0.111131 -0.0891308 0.0432296 -0.136242 -0.113901 -0.0964096 -0.0411728 -0.00862981 0.0696135 0.175823 0.106413 0.0191348 0.0822918 -0.0344142 0.12082 -0.111478 -0.197885 0.115916 -0.0243359 -0.0150677
internal_count=361931 332372 29559 232437 42146 190291 87290 7595 99935 14946 84989 66803 10000 41367 35936 33117 20453 103001 15940 6379 8010 14906 4502 45923 21198 56803 12664 6442 87061 39942
shrinkage=0.00085349


Tree=1870
num_leaves=31
num_cat=0
split_feature=785 21 407 126 1468 1450 1467 1458 1450 1458 1460 1460 1451 1465 1458 1458 1457 1451 1465 1466 1467 1464 1468 1466 1459 1454 1467 1454 21 21
split_gain=25.434 25.6275 37.4881 30.8699 33.0262 42.7855 49.5427 39.9358 52.4759 48.6275 42.6449 64.8745 38.5022 42.4807 36.2947 37.0812 57.8977 39.5995 35.4109 35.058 36.6751 35.0484 43.4231 34.4054 32.9817 32.7578 31.9472 36.5858 33.8658 58.367
threshold=-0.86283290253235112 -0.70163543588998201 -1.2965003005540392 -0.67811062752501949 2.4634311514058238 -0.35262914890079794 -0.31819417591303473 0.68465967500769709 -0.23049243316032988 0.63120342562971821 1.3228809068545828 0.74209976395475563 0.311727642589465 -0.24758448501956196 0.59755703931761683 0.24391125146464598 -0.46146795777112848 0.13675593870780142 3.116712650924125 2.1415518475315092 -0.37267698834688912 0.46787064418763252 0.07694662735021153 -0.31019712912696545 0.37882653492821733 -0.71584950188157126 0.44520113322763349 1.0692506903199488 1.9458729514926574 2.3240884354044633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 12 7 9 -9 10 11 14 18 21 15 19 17 -17 26 20 -7 22 -14 -24 -23 -15 27 28 -5 -30
right_child=1 2 3 4 -6 6 -8 8 -10 -11 -12 -13 13 25 -16 16 -18 -19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00043789294190318062 0.00017615474461760795 -0.00080378468871455987 -0.00058138016832790971 -0.00080382488595528566 -0.0015802954786763763 0.00051746619908342667 -0.00010645170694732651 0.0050873284868953239 -0.0014949750310858782 0.0090929619138429563 -0.0013071883700764622 0.0044554689941186656 -0.00094068682636846415 -0.0032522928320608277 -0.010253938033945739 0.0082729031128006905 0.00064083792572621585 -0.0010012535872844486 0.007573963328040785 0.0057435949997457726 0.0034233810122087046 -0.0059769439563952384 -0.00034212301596950854 0.0060317337661897705 -3.2079961394599769e-05 0.0017153704700928894 0.0004061927126338425 -0.0030537949886131946 0.0028457077148135675 -0.0018104191975650843
leaf_count=29559 91008 43986 44070 40473 4445 23935 40229 427 3952 202 2592 1797 3654 616 113 768 1324 197 154 402 1587 751 571 609 545 7460 10303 2404 2202 1596
internal_value=0 -0.0144445 -0.0263384 -0.0144523 6.98336e-05 0.00578925 0.0414414 0.0993602 -0.0961967 0.126102 0.11852 0.141881 -0.0344519 0.0678664 0.114634 0.119378 0.385188 0.774958 -0.0613122 0.0949784 0.0835877 -0.0757982 0.0151721 0.379445 -0.395245 0.169374 -0.0646309 -0.090217 -0.0753392 0.120712
internal_count=361931 332372 241364 197378 153308 148863 77525 37296 4379 32917 32715 30123 71338 14206 28326 28213 2289 965 57132 25924 25522 6130 4834 1180 1296 8076 56978 46675 44271 3798
shrinkage=0.00841307


Tree=1871
num_leaves=31
num_cat=0
split_feature=50 56 651 1071 1470 891 1427 223 770 1197 386 323 12 1392 1333 20 1465 1451 1469 21 347 699 1386 623 1051 1313 192 567 224 566
split_gain=25.8266 45.0742 23.4426 25.0496 24.9957 28.9402 28.0265 23.2201 24.2915 25.4585 28.5597 21.9086 34.4505 25.0137 28.7198 23.4951 22.7748 25.6169 29.0109 29.9489 23.6318 22.9301 24.8762 23.4646 26.1045 30.0175 22.4319 25.0242 23.6525 22.5796
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 2.2154073666107625 -1.2126727935954851 -0.33672929813836994 3.2028012164226962 -1.0856798109216901 1.0052251233426157 0.22462025654885495 -0.5842495347762191 1.0000000180025095e-35 0.25965998720405231 3.0243454669273118 0.63319005852646459 -0.59105237660582255 2.3195887819936725 1.6622081177742041 -0.4647667596972675 1.5676574675808517 -2.02302771182999 1.3481272382231044 0.37625148072740094 1.370136131737727 3.3097721730075098 -0.46441111743823876 -0.43085510457888271 -0.18150278569997172 0.91401907078697731 -0.085739763646884806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 9 10 -9 12 26 16 15 -15 20 18 19 -18 -13 22 23 24 -22 -26 28 -28 -2 -29
right_child=11 -3 3 -5 -6 -7 -8 8 -10 -11 -12 13 -14 14 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.0034408277860121638 -0.0005101096377236017 -9.6176266727609687e-06 0.00064787621602532916 -0.0047631009166990892 -0.0010250546808696778 0.0017724908434805528 0.0058603150511662193 0.0033338650085248281 -0.0052131574888758508 -0.0033823738312903002 -0.0011655589278864735 -0.0041473732055256739 0.00037146695314141907 0.0062874448609790612 0.0088535228160601491 -0.0011090483388655459 -0.0010247412417339623 0.004184806719577377 0.0035490527158060742 0.0053287196837975143 0.00030495992630419838 -0.00071242545907909075 -0.00018660871086864821 0.0014577344527664151 0.0083549118615034862 -0.0011279632276496318 -0.00060703759703652682 0.0011852759526542577 -0.0018857586308882286 -0.00018437549087917698
leaf_count=392 27424 90457 6070 317 60378 2695 183 633 604 1045 1775 517 27483 185 185 421 1914 740 849 204 58160 9229 28771 6211 245 169 13870 7201 5478 8126
internal_value=0 -0.0313565 -0.0857878 0.0466212 -0.103875 0.0229331 -0.0890518 -0.130131 -0.182493 -0.110434 0.0206279 0.00852141 -0.0174586 0.0297253 0.4097 0.165841 0.0267191 0.18887 0.095294 -0.0349288 0.0202543 0.0223759 0.0323495 0.0558634 0.0417896 0.573621 -0.0478642 -0.00289497 -0.0891612 0.0570658
internal_count=361931 164549 74092 6387 67705 7327 4632 4449 4057 3453 2408 197382 89582 107800 791 606 107009 3707 2967 2118 103302 102785 93556 64785 58574 414 62099 29197 32902 15327
shrinkage=0.00808638


Tree=1872
num_leaves=31
num_cat=0
split_feature=785 728 727 784 815 1016 784 878 921 561 971 704 566 714 519 382 498 290 859 954 706 225 624 858 595 927 1470 1189 155 9
split_gain=67.6994 58.6413 41.7861 37.6325 37.2313 56.6321 36.9223 37.916 36.575 33.9539 32.1806 31.6266 31.7236 33.9515 32.0991 35.2234 34.3502 33.3953 29.8638 29.6861 29.5732 30.9981 32.3573 26.8905 26.8409 25.6758 25.2886 25.2642 26.4209 33.0827
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.4862832230723366 -0.8891902375834092 -0.69678743453691805 1.7603402020327763 -0.62741635080033265 2.1420547332082829 1.0000000180025095e-35 1.2630584235754516 1.676515825026504 -0.98545034728205338 0.98873640907070304 -0.20668351718138131 -0.49157419534866048 -1.3605347937444374 1.0825608069246189 1.0000000180025095e-35 1.0483613175537825 0.78209301887286675 -1.0096337021262032 0.85791629766231614 -0.6406388568692617
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 25 4 5 9 11 -8 -5 20 -4 -6 14 -14 16 -16 -13 -18 -10 24 21 -2 -23 -17 27 -1 -21 28 29 -3
right_child=1 19 10 8 6 -7 7 -9 18 -11 -12 12 13 -15 15 23 17 -19 -20 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.6683569809448628e-05 7.6795327913401618e-05 0.0002493379522195875 -0.00012559438213780721 7.0380480818343592e-06 -5.1318341367855077e-05 -2.0320003182656099e-05 1.4340319341917063e-05 -9.7747162647762931e-05 0.00042291529242942171 -0.00035129333680452256 0.00015055653021626658 -1.4877691095668697e-05 -0.00014280783229118991 0.00025149942971523461 0.00029417487509051738 7.1695098540541568e-05 8.3352180147275038e-05 0.00049771425922914641 0.0001001952059379848 0.00012555022449004311 -0.00018863443924139873 -0.00062722223206127068 -9.1029653111283085e-05 -0.00049938482913138016 -0.00017593852762541257 0.00021163508227123185 -0.00018392429909221757 -8.8580175745993451e-05 -0.00021040795563158322 -2.6639758704187126e-05
leaf_count=11206 6328 2955 1561 34551 16093 45506 18849 23730 1153 4775 15447 30455 913 3913 2788 2388 3346 676 6442 4512 15636 1057 13542 296 19547 1345 1449 63552 2113 5807
internal_value=0 -0.0365504 0.0707275 -0.0187464 -0.0327679 -0.071622 -0.00715444 -0.0555423 0.0389726 -0.150537 0.141982 0.0266873 0.0545222 0.210394 0.034197 0.177792 0.00896197 0.183968 0.169263 -0.0895794 -0.126749 -0.0629848 -0.130926 0.0116508 -0.101896 -0.0195222 0.0648058 -0.0833693 0.0292686 0.0862266
internal_count=361931 332372 29559 232437 190291 86844 103447 42579 42146 41338 17008 60868 44775 4826 39949 5472 34477 4022 7595 99935 36563 20927 14599 2684 93974 12551 5961 74427 10875 8762
shrinkage=0.00087056


Tree=1873
num_leaves=31
num_cat=0
split_feature=785 728 728 1431 852 727 923 519 21 189 993 705 374 1049 968 576 338 1097 1465 1458 1452 930 427 694 647 590 846 1452 1149 146
split_gain=62.6035 44.2185 36.6476 36.397 34.5361 36.4506 48.4032 37.421 32.5188 31.8641 32.2171 33.5624 36.3497 31.4153 31.4973 31.2054 31.1159 38.2478 30.674 49.1954 30.7744 28.7169 30.1682 28.4514 27.7462 71.0245 28.5628 27.5886 27.246 27.0424
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 1.0000000180025095e-35 2.7059755265676442 -0.89727091510114898 -0.0050352993931598944 0.83501184199785239 -1.7276023283237012 2.0695670359217271 1.1032265037225084 -0.98257908251360637 -1.2571877020351898 -0.51322729858334903 0.084403803362298288 0.32331123534916567 2.1042721739608483 -1.2544068337130054 1.2342127532274445 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 3.3900475580725948 2.1900270400044222 2.888475460910541
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 23 27 -8 16 10 11 -6 21 -12 28 -9 -4 -18 19 20 -19 22 -13 -2 25 -3 -26 -7 -15 -28
right_child=1 24 8 -5 9 6 7 15 -10 -11 13 12 -14 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=-0.00012981273909961477 9.6224035062152934e-05 -7.4617169155318896e-05 -0.00016477132193424692 -7.8630337993397306e-05 -2.4014265101948488e-05 -0.00030702362199152498 -6.7239763049536925e-05 0.0001701546777000227 0.00013227226856216056 -0.00034452295707888456 -0.00039328171056376 -0.00046557111000491253 0.00041169359169622498 -8.6693660202201425e-06 0.00014069851951301244 -0.00035307946456530789 -0.00022999372186754353 -8.8365833144971848e-05 0.00018878044525504436 0.00027785614251349291 -0.00063356035742811632 0.0006275716659203828 0.00011065218668293448 -3.5653364141821215e-05 -2.622866373817185e-05 0.00038730335733190194 -0.0001089942030478141 0.00077766673445237575 0.00012662967404779562 0.0004174023603345017
leaf_count=3396 9356 4821 2603 35150 4593 3650 49411 3098 15031 1168 905 444 1670 93643 5110 368 1238 1265 4681 899 446 308 5102 13873 29774 1384 63616 68 4520 340
internal_value=0 -0.0360525 0.0672229 -0.0206164 -0.00994501 -0.0472917 -0.0793392 -0.0617186 0.0926454 0.0128368 0.0158136 0.122844 0.210439 0.00379071 0.00673657 0.13827 0.00721982 0.067626 0.124979 -0.0577784 -0.270848 0.129867 0.0926948 0.0266635 -0.082226 0.0674792 -0.0941495 -0.335351 -0.00198703 -0.125738
internal_count=361931 332372 29559 232437 197287 79824 56595 52877 26163 117463 116295 12117 7524 104178 103273 3466 11132 8529 7291 2610 1711 5854 5546 23229 99935 6205 93730 3718 98163 63956
shrinkage=0.000836755


Tree=1874
num_leaves=31
num_cat=0
split_feature=785 612 712 253 815 1154 1148 21 620 291 624 1469 982 1465 51 395 678 728 507 651 505 629 1467 1462 551 593 590 588 379 693
split_gain=62.3416 46.8998 38.7602 36.5884 39.3687 48.5591 31.7297 30.7202 31.8366 29.7068 31.5892 29.5239 30.8601 27.8874 26.6278 26.8404 26.5105 34.7596 46.3438 37.0932 36.1963 37.8973 34.5557 38.4439 31.5134 36.7526 31.2741 40.9147 30.2986 34.2847
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9644670326249816 1.0000000180025095e-35 0.16760437365778322 -1.3395772567125455 -1.2620942225629872 -1.2673214316849539 3.0854258727671673 2.4014220305861813 1.0111847875080273 1.0000000180025095e-35 0.34708990927187483 -1.3163276726681863 0.65809631222906606 1.1107569744011787 1.0000000180025095e-35 0.42754093652651598 0.027744735654897854 0.60855133363586655 1.4753103760954882 -0.58017643881618097 0.58895901036483078 0.71188872395471614 1.0000000180025095e-35 -0.81927609090454279
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 5 11 13 8 -4 -3 -11 -5 -13 16 15 -12 17 18 20 26 -2 -22 -18 -24 -19 -26 27 -20 29 -27
right_child=1 9 7 4 -6 -7 -8 -9 -10 10 14 12 -14 -15 -16 -17 22 24 19 -21 21 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=-0.00014565057696058642 -8.546781594006779e-05 -0.00026730257680566451 7.6244632216686552e-05 0.00012414397327624636 -2.1919923534667935e-05 -5.1526233392570252e-05 9.3931592804892176e-05 0.00013221672854352146 -0.00012497825311684344 -0.00027038699354438474 -0.00011708178328063626 -0.000232467686560142 0.00059671504087255019 0.00011335394841307107 -0.00024094559422899831 1.6819857243497294e-05 -2.0580827496961649e-05 -6.7006756595449298e-05 0.00041713515811464742 -0.00027915780370896823 0.00017512958535142876 -0.00011792971130390898 0.00011438813237139449 -8.0879413086825389e-05 -0.00021151419363816599 -0.00025281418768340898 -0.00025584689254922881 -7.7836509667273532e-05 -2.0600243821528251e-05 0.00028308158197976811
leaf_count=3225 10262 5575 7398 972 54461 27217 9025 15105 3831 5216 12969 21697 221 5305 4368 14491 37407 83395 2490 479 5107 2230 15681 4102 1487 553 364 707 3408 3183
internal_value=0 -0.0369103 0.0661456 -0.0276678 -0.0647878 -0.120746 -0.0100002 0.091395 0.008834 -0.118622 -0.094427 -0.229424 -0.259221 -0.0169921 -0.0691168 -0.0443297 -0.0222039 -0.04319 0.0342122 0.234386 -0.016245 0.101488 0.0143926 0.0857271 -0.0636604 0.0586656 0.305905 0.368924 0.122517 0.255444
internal_count=361931 332372 29559 289753 104568 50107 185185 26334 11229 42619 37044 22890 21918 176160 31828 27460 170855 113665 21639 4040 17599 7337 57190 19783 92026 8631 3561 3197 7144 3736
shrinkage=0.00085349


Tree=1875
num_leaves=31
num_cat=0
split_feature=785 470 395 203 1096 1436 471 1065 192 651 1363 263 1037 1323 1243 150 706 210 736 585 1449 845 1452 905 1039 156 1464 577 1450 1431
split_gain=49.1178 42.5528 50.5375 44.308 31.8752 31.7689 30.1289 46.1019 31.4952 31.355 30.8578 32.3731 28.8201 28.6441 28.1409 28.0981 26.3088 30.6702 28.349 25.6534 25.4105 25.1717 26.6634 25.5905 25.1166 24.956 25.5355 24.856 25.6699 24.7205
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 1.0000000180025095e-35 0.60428344764309971 0.35930717134390644 1.0518754624258557 1.0000000180025095e-35 1.1107569744011787 1.0000000180025095e-35 0.66115833724634121 -0.60489981398538839 -0.86734656319435766 1.3361942893739629 -0.18016064898803322 -0.33622886331437435 -1.5539264887124189 1.0000000180025095e-35 1.0000000180025095e-35 -0.56302999431273337 1.6673944371136227 1.434259801303694 -0.90865795044230568 -0.46713933630778215 -0.46568194327815365 -0.23713253973767043 -0.9250398530534788 4.2167433909250827 1.0099929608726099
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 19 12 14 8 13 -9 11 20 -2 -8 29 -13 17 -4 -18 -1 -10 22 23 -21 -20 -19 -27 -5 -29 -3
right_child=1 6 16 27 -6 -7 7 9 10 -11 -12 15 -14 -15 -16 -17 18 25 24 21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00015200738425020184 -0.00021916800275399934 -5.3276705919127199e-06 -0.00023451209386370027 -0.00042190128648672185 -4.7102832192906007e-05 3.34504826892999e-05 -0.00013838237296225401 -4.4315202087250381e-05 -8.1011702633168391e-05 -0.00032986166822824219 -5.3879956587617803e-05 6.749045521577666e-05 -7.3597279896598744e-05 3.527789536356833e-05 -0.00010994962186612487 0.00039561845510812727 -2.1723850420839277e-05 9.6176521433323896e-05 -2.7493610269946999e-05 -0.00025382840358544864 0.0001588461397768116 0.00034173658649312743 -0.00035658285007176958 5.5921098726608007e-05 -0.00018035395374802656 5.3952036785775985e-05 -8.4483290006072105e-05 -0.00018257296398450007 0.0011593044025957446 -8.4395374555117574e-05
leaf_count=9701 11052 95285 1955 5218 8295 8422 3904 4925 1837 1391 2364 1039 33491 26029 14325 2214 32106 11266 7108 932 4293 726 629 9276 12164 9434 8728 14898 47 18877
internal_value=0 -0.0332663 -0.0649014 -0.123658 0.0583553 -0.0898684 -0.0115454 0.0311421 0.0565445 -0.128051 0.143708 0.194561 -0.122592 0.0197922 -0.030768 0.350274 -0.0307835 0.0186533 -0.0641502 0.101382 0.105839 0.0333707 0.00698331 0.0328881 -0.14211 0.0346182 -0.0163078 -0.26525 -0.206953 -0.0197223
internal_count=361931 332372 155889 73128 29559 52965 176483 47996 41680 6316 11747 9383 44543 29933 128487 3253 82761 31383 51378 21264 6130 11563 10837 10208 19272 29428 18162 20163 14945 114162
shrinkage=0.000836755


Tree=1876
num_leaves=31
num_cat=0
split_feature=545 1442 785 1445 705 497 1049 1461 713 21 543 958 460 43 1097 921 1145 769 1323 1461 1456 59 1427 1462 1347 1452 1458 1467 180 47
split_gain=55.8609 54.5915 46.6588 38.5943 36.6354 36.5808 36.738 35.6324 33.2154 31.3491 32.8762 29.9831 47.8626 31.7686 29.8265 29.7277 29.5936 29.2667 29.2649 28.2566 29.0098 27.5448 27.5442 27.2535 27.1016 31.776 30.7943 30.3856 28.1519 27.8328
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 1.6380901172106308 0.86867179873090239 2.2206245932530155 1.4391907879700609 1.4098417307792441 1.0000000180025095e-35 -2.9709283393608152 1.0000000180025095e-35 1.313041538630376 1.4788238215056537 1.0000000180025095e-35 -1.2571877020351898 0.62154522891879982 1.0000000180025095e-35 2.1003186601285262 2.5971848210182178 -0.3640729456269281 1.0000000180025095e-35 2.8274668207868303 2.2971197365863145 0.64216061943476632 0.67705179624153933 0.62995620057108082 -0.71693843586677841 -0.36323917762374175 -0.4834968643268055 0.46153491174503314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 8 7 11 15 -7 19 -3 23 16 13 18 21 -10 -6 -11 -17 24 20 -2 -4 -21 -1 25 26 27 -13 -29 -28
right_child=1 2 4 -5 5 6 -8 -9 14 10 -12 12 -14 -15 -16 17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.001142915338312748 4.4991213737605231e-06 -0.00017371399669071651 -1.8874851040930103e-05 -0.0002016259677583474 -2.006842808470015e-06 0.00034587187086483384 -0.00021188101031032703 0.00020850019763386232 -0.00023323898499540217 -2.8411278553141215e-05 -0.00020901530377404715 0.00055685616735799009 -0.00041058457054993463 -0.00011168169013029965 0.00013049732950972279 0.00011189009213912068 -0.00012629986748581372 0.00078974736526292682 0.00056142739263150292 -0.00026461732088380393 -0.0002136708573379917 -0.00039327552373365145 0.0024734958394005391 0.00079266111826195031 0.00027557873278208399 0.00023809196824344962 -0.00018400466642670249 0.0004211975294909597 -0.0004187946401660757 0.00010218337428279713
leaf_count=48 16268 2038 110806 14673 36530 2654 563 2379 995 47368 14791 696 1136 26775 20526 8059 31596 260 532 4369 4248 1143 21 256 2345 2480 5153 331 503 2389
internal_value=0 -0.010672 0.00170151 -0.0924311 -0.00940242 0.0413631 0.250931 -0.0443779 0.0913547 -0.0805977 -0.0838398 -0.0267066 0.065234 -0.0371917 0.115301 0.0248985 -0.0662179 0.137137 0.0962913 -0.0722142 -0.0379731 -0.0223606 -0.255872 0.5866 0.0757581 0.0297416 -0.033892 0.252725 -0.0577998 -0.0934359
internal_count=361931 267872 225914 41958 202355 48066 3217 27285 23559 94059 93755 154289 15565 138724 21521 44849 78964 8319 14429 24906 20516 111949 4390 304 13897 11552 9072 1530 834 7542
shrinkage=0.000980392


Tree=1877
num_leaves=31
num_cat=0
split_feature=728 1394 659 705 899 781 0 1104 556 909 1020 706 1189 686 969 280 774 479 971 976 348 707 1395 773 787 966 559 776 845 706
split_gain=26.7136 26.5472 25.8277 24.5014 27.5635 26.9476 26.4432 24.6174 29.1204 25.7246 23.9283 27.6527 27.0894 25.8842 23.6726 24.1009 26.1164 23.3923 28.8948 27.2994 25.4684 23.9159 23.4893 23.3516 23.1883 23.3506 24.0205 22.7463 22.6933 23.3774
threshold=1.0000000180025095e-35 -0.89507556284558343 0.62821384419828064 0.89008618839080589 -1.4623631825629138 1.0000000180025095e-35 2.7232170171423564 -0.35912262658349597 1.0424334582384878 2.6786836414808524 1.0000000180025095e-35 1.5724059030450566 -1.4787868599182235 0.1605379974679314 -0.53235928657538167 -0.77089159925350281 1.1292256896929815 0.50516169945656497 -0.42065315211458276 0.54487619248161356 0.61398533297471147 1.1009860539358958 -0.40325263835755759 0.80059971351201209 1.4337814159034321 0.57090555629560535 1.0899369721896857 0.054825102093476227 -1.2467973100466889 0.1560434519909992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 24 7 8 9 -3 28 13 -13 14 -12 -16 -17 18 21 20 -20 22 -9 -4 25 26 -6 -26 29 -2
right_child=10 2 23 4 5 -7 -8 17 -10 -11 11 12 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00046647165323740063 -0.0033381122617190859 -0.00024209762752982919 -0.00013721117727668886 -0.0025353475818110987 0.0016925487763526086 1.3471335135200048e-05 0.0023272535652464777 0.001206630554417938 -0.0016980990204241559 0.0029230934490003459 -0.0010981852735720355 0.0039206752323180044 0.00045661534957789197 -0.001211955721027865 0.001427046341754975 -0.00039734137931725876 0.00169055554123835 -0.00040978552278892562 5.2879894178177946e-05 0.0015470332421417511 0.0012316293440205039 -0.0024283525643013218 -0.00050665500110900585 -0.0014590698377982053 -0.0022792836347261753 0.00016372050371589748 -0.00040573677893082822 0.0027303903373705959 -0.00096194446846266206 0.0016856498514577648
leaf_count=43725 676 38451 28509 1434 18169 16158 2065 4201 6693 948 8378 936 11666 15064 5038 17666 2813 20608 22423 9976 9103 1833 10827 6291 1541 6915 2521 450 43647 3206
internal_value=0 0.00273551 0.0123993 0.0232945 0.0654642 0.0734079 0.00695083 0.00288286 -0.039076 -0.0176536 -0.0428132 -0.0135407 0.0854304 -0.0396533 -0.00783689 0.0244806 -0.0113694 0.0261499 0.0461653 0.0757182 0.0452178 -0.0308548 -0.00268052 -0.0433877 0.112011 0.127723 0.163787 -0.121613 -0.0899371 0.101799
internal_count=361931 252841 209116 174316 47188 45754 127128 125063 46092 39399 109090 61561 12602 48959 33895 25517 20479 78971 58363 41502 31526 16861 15028 34800 29596 27605 20690 1991 47529 3882
shrinkage=0.00892802


Tree=1878
num_leaves=31
num_cat=0
split_feature=181 1169 785 422 488 125 50 21 1470 927 740 1002 885 539 519 150 497 697 622 706 900 1154 1367 773 651 138 281 832 289 1378
split_gain=55.6248 44.8038 48.509 39.93 54.8269 35.848 38.8464 35.4608 35.346 35.0439 42.88 36.0732 40.8338 39.906 34.8478 31.225 32.6675 30.879 29.8089 29.7099 32.5215 29.5669 33.1507 28.5905 28.5462 26.7791 26.674 32.6475 27.0691 26.5465
threshold=1.0000000180025095e-35 1.0643747975631468 -0.86283290253235112 -1.2415873250643052 2.1072953141862252 0.58518330826110332 0.55630078546380823 -3.2545899522946695 -1.3664195657027294 1.0483613175537825 1.6535846841559774 0.69854289147193727 3.5474713574483379 0.6695026854463163 -0.830672104868595 -0.64200489332194854 1.656418941702585 2.3080338515148484 -0.48779018094365689 -0.042592745412923474 -0.038174530504568656 1.0000000180025095e-35 1.0000000180025095e-35 -0.31279141840716312 0.58396494997324677 -0.016563660446407062 -0.3169760361653115 -0.64013730554841375 -1.6144310803596809 1.8451527406583355
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 4 -4 6 7 -5 -7 11 24 12 13 25 -9 29 -17 18 -16 -20 -21 22 -1 -8 -11 -10 -22 -28 -29 -15
right_child=-2 -3 3 5 -6 8 23 14 9 10 -12 -13 -14 15 17 16 -18 -19 19 20 26 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-9.2178195420109088e-05 -7.5977721011620059e-05 -6.3490738223451705e-05 -0.00014761287895491778 0.00063051926021305321 0.00033656986437680114 -0.00071033239473303948 9.0202044660675875e-05 -0.00013607436015899342 -6.0738994203221093e-05 6.3494078648288158e-05 -0.00039009165906450009 -5.3530108216706562e-05 -0.00046327739095488604 -3.6812612064324488e-05 1.9850089724430239e-05 0.00013408784658102145 0.00032559637945153204 -0.00030182651601619 -1.0177639759422785e-05 -0.00016814967928882187 -0.00015328976055940135 0.00015655093938239236 0.00010731879779262422 -9.6894477497729407e-06 -0.00019452293656873259 9.6600907691583304e-05 0.00021257660472992539 0.0019106079720735292 -5.0548867152107577e-05 0.00040087481560897593
leaf_count=4602 75166 62587 14232 252 928 192 13948 14460 6846 3961 1078 6679 380 3926 32688 10346 3326 1702 28126 14583 5122 9382 6057 23398 1753 6333 2288 26 7140 424
internal_value=0 -0.0156721 -0.00255028 -0.0129315 -0.135587 -0.00521696 -0.0236354 -0.0475379 0.0438062 0.0474578 -0.0858535 0.0718013 0.100898 0.109194 -0.0497229 0.170053 0.215472 -0.0344461 -0.0291281 -0.061337 -0.116866 0.0977996 0.0219503 0.0326794 -0.0182387 0.0208892 -0.0411802 0.02866 -0.0516879 0.013659
internal_count=361931 286765 224178 204137 15160 188977 143733 106387 45244 45052 6792 38260 31581 31201 106135 18022 13672 91675 89973 57285 29159 20041 10659 37346 5714 13179 14576 9454 7166 4350
shrinkage=0.000836755


Tree=1879
num_leaves=31
num_cat=0
split_feature=1430 1298 1091 1469 1434 1191 1320 476 609 1450 1424 43 789 555 484 1259 980 885 1467 499 1237 1427 1459 276 187 1327 320 1120 361 707
split_gain=26.9007 56.4534 37.1444 32.739 28.369 34.9824 27.81 27.7068 26.8366 33.4302 32.8533 25.5325 25.4664 26.4129 25.7236 27.4008 26.5829 34.3394 31.264 27.3829 25.7651 25.4022 24.5961 26.0855 25.5376 31.9231 24.1144 23.7877 27.1229 23.9858
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.69009342306031496 -1.2987941639197651 -0.42195508979895918 0.5099920227348671 -0.083327644436289053 -0.39677154503368783 0.98843275535716713 0.77564961053780224 1.0000000180025095e-35 2.2744972866152193 1.1248358748350926 -0.6753715507931074 0.86097350900685499 2.0979008423459367 1.5301361205162765 0.35018306414905159 0.10125702873050858 0.36368349349013146 1.4298092310842805 1.0000000180025095e-35 1.1875571719422735 0.94027589448744298 2.374227731220127 -0.37361367409430529 2.0072900790561738 -0.45390393477321206 -1.7024533560380957 1.8217933336867909
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 8 -6 7 -1 10 -10 -5 -3 14 27 16 -16 17 19 20 21 -19 -2 23 -12 -25 -26 -24 -14 -29 -30
right_child=12 11 -4 4 5 -7 -8 -9 9 -11 22 -13 13 -15 15 -17 -18 18 -20 -21 -22 -23 26 24 25 -27 -28 28 29 -31
leaf_value=0.0039768393826300564 -7.761536384859941e-05 7.1261106117282639e-05 0.00469490212703108 -0.0025257740724053948 -0.00037513498978978226 -0.0020082394445437748 -0.0015448413670451769 0.00045609375526516798 -0.0039122036811643501 0.001097471746920991 -0.0012932004783633296 -0.0017382811708376922 -0.00080371934553203728 -0.00079921606845092695 -0.00047873390610795523 0.0024731730065895175 -0.00053709778254280285 0.00051075575468782753 0.001448228890059683 -0.00037210578947459644 -0.0021370703901420294 0.000610441377505309 0.0015253485137590847 0.0012867141212384535 0.031491637650614884 -0.0089342966313141221 0.01248821098866397 -0.0070358818052902025 0.0017264397891518567 0.009532952363844582
leaf_count=870 31200 85759 326 8248 38115 8114 1180 1935 3401 524 9382 3676 2249 18065 29075 1189 12637 22828 11490 26189 1424 38455 895 1562 29 28 62 147 2729 148
internal_value=0 -0.0327043 -0.0904889 -0.0956591 -0.113075 -0.0771916 0.0843248 0.192423 -0.196095 -0.385784 -0.146866 0.0023476 0.00788553 -0.0622479 0.0170964 -0.0462565 0.0287489 0.0381086 0.0930958 0.0148324 0.049358 0.0383496 -0.0630233 -0.105081 0.220374 2.32452 0.318417 0.0874143 0.221796 0.266435
internal_count=361931 164106 74671 74345 70360 46229 3985 2805 24131 3925 20206 89435 197825 23338 174487 30264 144223 131586 35742 95844 24252 69655 11958 11001 1619 57 957 5273 3024 2877
shrinkage=0.00792782


Tree=1880
num_leaves=31
num_cat=0
split_feature=785 470 728 878 666 507 728 1469 705 665 294 471 1065 885 813 1470 192 651 1363 263 21 620 61 1243 1323 989 1437 900 1442 1470
split_gain=68.7896 47.5375 47.9864 52.5748 60.0284 48.0106 39.2647 37.7199 37.1288 36.7164 36.0519 35.4546 46.662 32.6758 36.2998 33.1537 32.5893 32.4184 30.9175 32.0383 30.8133 31.0226 29.5786 29.1461 29.1029 28.4318 27.9089 27.6023 27.7044 27.3338
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.90320472132347296 1.0000000180025095e-35 0.45873907618427312 1.0941628986121894 -0.49008176997875957 -0.2995349154645085 0.33331205723331525 0.85652824257920523 -0.4063612240215852 0.35930717134390644 1.0518754624258557 4.8263866747680533 0.44561103650162237 -0.33355663513611272 1.0000000180025095e-35 1.1107569744011787 1.0000000180025095e-35 0.66115833724634121 1.0000000180025095e-35 0.16760437365778322 1.7262725660818381 0.14000445396469943 -0.86734656319435766 -0.34074791428679363 2.8257610812025367 0.6650331197529783 -0.66295959698510776 -1.2126727935954851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 13 25 -1 9 -5 29 -11 23 16 14 -4 -16 24 -14 19 -18 21 -8 27 -3 -13 -2 -21 -10 -29 -6
right_child=1 11 3 8 7 -7 20 -9 22 10 -12 12 17 -15 15 -17 18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00014336517908510545 5.0449518003116622e-05 -1.0601209692475551e-05 -0.00026158907541931305 -9.69665801700231e-05 0.00077571668991626374 0.0002199186833937043 8.5886722779694599e-05 -0.0001323583125639478 -2.2873199126267927e-05 1.1669893778990248e-06 0.00056291157079946437 -0.00014991145917210715 -4.6165534619633546e-05 0.00039795123883846334 3.3617343627124632e-05 -0.00020625517673022108 9.9315089097358011e-05 -0.0003604001153999604 -5.5454649793802066e-05 0.00035735459167950405 0.00014651224315552529 -0.00012583697494126253 -0.00027528287208153645 -7.7118693146540181e-05 3.9455547331079325e-05 -9.8150987306543257e-05 -0.00039145086410419315 -6.6565634914041302e-05 0.00018634621442987722 -5.4884360265191071e-05
leaf_count=3396 11233 85681 31689 36112 153 3639 7332 8314 21749 786 1006 3904 4925 323 5533 8730 6130 1391 2364 3084 15031 3800 1729 42806 26029 12344 169 2586 5210 4753
internal_value=0 -0.0364339 -0.0698178 -0.0915165 -0.156375 0.0176705 0.071796 -0.0254206 -0.0514943 0.104276 0.357562 -0.0134845 0.0328267 -0.215683 -0.22506 -0.116499 0.0583846 -0.127269 0.147045 0.197947 0.0981052 0.0149463 0.00185496 -0.0343048 0.0210072 -0.0247809 0.352775 0.0169926 0.124303 -0.0205369
internal_count=361931 332372 155889 128673 61287 27216 29559 15012 67386 6698 1792 176483 47996 46275 45952 14263 41680 6316 11747 9383 26163 11132 31274 128487 29933 23577 3253 29545 7796 4906
shrinkage=0.000905731


Tree=1881
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 727 12 712 651 1449 1430 909 232 1243 285 1181 508 354 175 553 1012 971 1384 706 736 1112 1431 1384 1465
split_gain=51.0131 45.477 86.9419 46.2159 50.7998 39.742 35.707 33.186 30.5081 30.345 29.7156 29.1784 29.0409 28.8762 27.2898 26.3771 25.8101 25.3971 28.9468 26.3133 25.3961 25.288 25.2177 30.5811 24.7674 26.0138 24.4873 24.4029 24.7137 24.7201
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 1.0000000180025095e-35 -0.59727736220901595 -0.63779424894106762 1.1107569744011787 0.74561756370782817 4.2254883379486126 -0.67290761646258057 0.92584771804271815 1.473013388195284 -1.1152437199248966 -0.59467284272644005 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35 -0.40557632866038712 1.4711245761114824 -0.94977692966989535 0.054422267959887458 -0.3535015761321067 1.0000000180025095e-35 0.68487502937830269 1.0099929608726099 2.0240922013875893 0.56487967955244278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 14 7 8 -1 -5 16 21 11 -10 -8 17 27 -12 -2 18 19 -9 -21 -6 23 -14 -4 -26 -24 28 29 -3
right_child=1 3 24 4 9 -7 12 13 10 -11 15 -13 22 -15 -16 -17 -18 -19 -20 20 -22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00010381061619959901 -0.00025281385611500604 -0.00010286903579766916 -6.0865515302057671e-05 -0.00012365002306198355 -0.00015813551547943827 -0.00031821874510952323 -0.00015601440050737255 9.4796894241048932e-05 -0.00023617451371491774 -0.00042163328055643191 0.00036350537888405653 0.00069154042554356039 -1.4553173143390714e-05 -0.00013450450486781606 -0.00020666430727122405 -0.00011600125662511747 8.6230812532492464e-06 -0.00012020059845153683 0.00027040050252830322 6.4139346385542838e-05 -8.9964428776237763e-05 0.00041311405249963649 4.0751531124098298e-05 -0.00083447277251290938 -9.8613881844418085e-05 -0.00019306490075368454 0.0002466999439831427 -0.00017407270716954379 -0.00023414207976085776 -2.3869317036727283e-05
leaf_count=12551 2450 74892 30816 9440 4692 20329 2491 9671 38294 1384 514 97 499 4378 12354 6141 5424 3544 1669 5574 8033 257 10827 239 32414 19283 2952 19208 4882 16632
internal_value=0 -0.130223 -0.162156 -0.107881 -0.0555511 -0.237014 -0.0362743 -0.029309 -0.205298 -0.22187 -0.234839 -0.266081 0.0314342 -2.46862e-05 -0.131429 -0.0860042 -0.0732349 0.0233998 0.0460985 0.0280848 -0.0291654 -0.148978 0.0708257 -0.316792 -0.117893 -0.1492 0.0928905 -0.121472 -0.108321 -0.100724
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 6333 45046 38391 17008 32869 127968 6655 7874 28491 24947 23278 13607 4949 14517 738 82513 51697 13779 115614 96406 91524
shrinkage=0.00087056


Tree=1882
num_leaves=31
num_cat=0
split_feature=1078 785 1464 1452 962 705 21 1458 843 1315 1457 1357 1458 1459 1449 1449 1464 1464 710 1466 1470 341 1449 55 1452 1467 1444 1454 1450 1038
split_gain=26.8139 28.0555 26.9234 24.082 26.3006 25.4569 24.6816 28.9587 27.3174 24.2785 23.7424 23.5587 24.4294 41.1362 49.7241 47.0001 43.7069 76.5964 45.5777 32.6764 52.9072 32.4668 33.5052 30.3871 28.605 29.1911 36.713 32.4199 33.3778 30.7555
threshold=1.0000000180025095e-35 -0.86283290253235112 0.64223275086548759 1.1844650239005572 0.78457125397875782 -0.0050352993931598944 -0.70163543588998201 -0.82108684835595114 0.92697113802570419 1.1007948224177289 0.041329821661130785 1.3962008022525787 -0.21734572720002096 1.6998021173033007 0.11043731599731825 0.28981675053332695 -0.46204076373648789 -0.45756588712085861 2.0990458417769733 -0.33917594473190665 0.86093751738940238 -0.6888464262984979 0.76657840494507024 3.1467007441384443 3.8713093281147861 0.11818487607028773 2.3634030697761719 2.0210792552568502 1.5597835250428382 -0.32867728198411356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 8 -8 -7 -5 12 13 16 -15 -16 18 -18 -3 20 -20 23 -23 24 25 -19 27 29 -29 -27
right_child=-2 11 -4 10 -6 6 7 -9 -10 -11 -12 -13 -14 14 15 -17 17 21 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00034141888458996564 -0.00056120225396704706 -0.001093598278053543 0.0021795597573355317 -0.0049638762194761255 -0.0011924043042539688 -0.00023373394081996866 0.0061300984564564495 0.001355881184153941 -0.00076563693407349226 -0.0095511107472355788 0.00098782541999596651 -0.00085001643366270502 0.00020286587005264689 0.0037563619493954214 -0.011985656305784902 0.00014114481181157188 0.014281767686312934 0.00018991798246918563 0.00068652693355036128 -0.00069746387722472542 0.008593042316840353 -0.00072641754706975574 0.0015827674429085984 -0.0051856751148633183 -0.0063028281892688479 -0.00058877838518465358 -0.0065296612420549039 0.010356187124461035 -0.00061076958789013679 0.0023765981594026622
leaf_count=4720 71586 46003 4689 802 3438 964 1227 7879 368 149 525 24608 114109 2486 183 1279 147 23084 1215 1728 632 36907 3638 532 283 2510 343 339 160 5398
internal_value=0 -0.0020613 0.0672012 0.0332213 0.0528896 0.0908836 0.152591 0.18998 0.457282 -0.145919 -0.25043 -0.00926552 -0.00312034 -0.025391 0.188393 -0.121042 -0.0333842 0.00105365 -0.0880773 0.157611 0.36433 -0.00273618 -0.0498237 0.0458159 0.0535549 0.0596504 0.164418 0.187979 0.674324 0.152154
internal_count=361931 290345 24761 20072 18745 15307 10587 9474 1595 1113 1327 265584 240976 126867 3948 1462 122919 73341 49578 3575 1847 73194 40545 32649 32117 31834 8750 8407 499 7908
shrinkage=0.0100544


Tree=1883
num_leaves=31
num_cat=0
split_feature=785 728 519 712 382 666 1049 714 791 803 861 583 545 708 485 1096 993 981 1047 1169 914 575 767 588 745 1467 501 566 475 782
split_gain=67.0276 57.7064 41.1435 68.4347 46.6126 36.5675 36.0226 35.669 56.6601 67.236 47.959 45.6336 44.1939 44.104 36.1715 35.6455 33.649 41.0985 35.5883 34.6585 32.5513 33.3418 32.9122 32.1014 30.6528 34.297 29.96 29.7324 28.9384 28.6843
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.2575337098986954 1.2334500886949249 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 -0.55326332990463356 -1.0372938969678034 -0.19102678227058997 0.55353005178241588 1.0000000180025095e-35 -0.89727091510114898 1.5547011264505639 2.2054433403887272 1.0000000180025095e-35 2.4975337861131606 1.0000000180025095e-35 0.46370404152391853 2.250834115212506 1.0191313245711819 3.2089320700182484 -1.0469913640687298 1.471636066430891 1.3178422683400421 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 5 -4 6 7 -5 11 9 16 -10 14 -12 -13 -2 -1 19 24 -19 -9 21 -15 -22 -6 25 -18 -14 29 -16 -28
right_child=1 -3 3 4 23 -7 -8 8 10 -11 12 13 26 20 28 -17 17 18 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00010525042127700094 3.5421321770020105e-05 -8.3852735106293826e-05 -0.00015960292681594984 0.00031596927881872856 -3.1948536487137301e-05 0.00010401560374242361 -3.7221617883621351e-05 0.00010182741931634814 -7.0618032599388989e-05 0.00012527026525504804 -9.5750368738768872e-05 0.00014368164356990336 -0.00046578781300143571 -0.00015805280195188546 0.0001322625036818531 -4.8535202399192067e-05 -0.00011047608953348276 -1.7523614603342189e-05 0.00040526101292538507 -0.00014085166871513177 0.00054458195614685303 -1.7131366122339036e-05 -0.0004853687618451741 0.00042243757388617438 -0.00022990017971942243 0.00022830249864419299 0.00021069126217754518 0.00036338900598423929 0.00045002167999885621 4.035792975279684e-05
leaf_count=21264 12730 99935 3773 5185 5087 7337 1210 7121 20933 5739 6751 4668 492 12085 3411 8295 68126 8260 788 4978 649 20102 169 640 10124 1096 5493 1510 1572 12408
internal_value=0 -0.0382023 -0.0205672 0.0788126 0.149948 -0.0294485 0.267915 -0.035465 -0.053343 -0.082213 0.0120511 0.0131355 0.0710144 -0.0330486 0.102636 0.0685847 -0.0970397 -0.111918 0.0257993 0.0189808 -0.0651654 -0.0771911 0.369842 0.0174046 -0.129191 -0.112505 0.116886 0.127928 0.252349 0.10183
internal_count=361931 332372 232437 15895 12122 216542 6395 209205 153819 106232 47587 55386 26654 37673 17713 29559 100493 88394 9048 12099 33005 32187 818 5727 79346 69222 19903 19411 4983 17901
shrinkage=0.000923845


Tree=1884
num_leaves=31
num_cat=0
split_feature=470 464 84 56 712 271 1313 281 1037 439 1467 1467 1461 1457 1463 1458 1457 21 1458 1458 1453 1458 1464 1454 1450 1450 1457 1462 1454 1463
split_gain=26.8649 43.9419 31.563 31.9726 28.2184 28.3237 27.0323 25.22 25.0236 24.1463 23.6766 46.5094 63.706 35.1128 45.7776 54.9057 52.308 39.1821 53.9607 44.1128 37.4361 34.3054 49.9285 34.2981 34.1503 46.8331 38.2202 38.1651 41.8658 34.2242
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.82828973929442806 1.0000000180025095e-35 -0.63779424894106762 1.8295593016215455 2.4905288350476931 -1.0484424728741006 -0.26178590505088833 0.92967818518057688 -0.31819417591303473 -0.25198177114056969 1.6859053074631882 -0.18238571527943001 -0.02432504473031508 -0.10173715805376345 -0.097352447621244162 0.81122649975724037 -0.14554587881095421 1.0700626368922463 1.0000000180025095e-35 -0.60078376361715269 -0.29199363580579096 -0.27695550371287897 -0.3805019693378176 -0.59149681175405766 -0.53019009759442548 0.84441236097139671 -0.80169152520006459 0.78297113481662528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 8 9 -5 -6 -4 13 12 21 20 17 16 -16 -15 -19 -20 24 22 -12 -24 25 26 -2 28 -27 -26
right_child=10 -3 3 7 5 -7 -8 -9 -10 -11 11 -13 -14 14 15 -17 -18 18 19 -21 -22 -23 23 -25 29 27 -28 -29 -30 -31
leaf_value=-0.0020814498901303778 0.00087500203577687034 -3.1807559689820012e-05 -0.00059025459790193024 -0.0034300969588565117 -0.0019649107683308142 -0.0048664811682860238 0.0092330794478591924 0.00052441316436151533 -0.00060354836485088895 0.0027532387467737664 -0.0039867878005548606 -2.1015397624979571e-05 0.0053423704264989151 -0.00030086710461180578 0.0065263345165166263 0.00020403198453984291 0.0020684163191426229 -0.00016561635737752557 0.0064889657853212639 -0.00091263738440834727 0.00064386157380178942 -0.0030755137405705053 -0.000717561411083959 0.0055136190886964417 0.0003613588080133756 0.0021830000943437668 -0.0022901826247712642 -0.010316981799071362 -0.0036303080293475752 -0.0028338356247394744
leaf_count=14710 4161 89765 6056 1321 17165 2530 154 14250 23206 1422 945 99402 467 16808 1231 6166 7072 2113 1168 407 19557 5597 884 679 15644 696 3003 346 3395 1611
internal_value=0 -0.0344281 -0.0850445 -0.0629871 -0.100363 -0.130673 0.0422647 0.0306915 -0.116935 0.0169188 0.00611352 -0.0153619 -0.174132 0.0341066 0.0868494 0.178284 0.290492 0.0179027 0.208497 0.487561 -0.00483026 -0.224792 -0.0092515 0.231133 -0.0571181 -0.152263 -0.0415822 -0.338348 -0.27839 0.0055853
internal_count=361931 170579 80814 66104 50533 42901 7632 15571 40371 7478 191352 107974 8572 83378 34965 14469 8303 20496 3688 1575 48413 8105 2508 1563 28856 11601 7164 4437 4091 17255
shrinkage=0.00947448


Tree=1885
num_leaves=31
num_cat=0
split_feature=785 728 1431 712 666 519 690 1049 382 714 791 803 861 768 650 993 545 981 930 354 862 745 476 908 645 426 578 751 566 829
split_gain=61.7834 46.7216 36.5788 35.4206 30.5728 30.7146 45.1026 36.2646 35.8131 33.3867 51.4653 67.665 56.818 38.7434 41.0962 38.26 38.1026 37.2283 32.4571 32.1845 32.7572 32.0552 31.5177 31.0012 30.3654 29.9094 29.0694 28.9649 27.7478 28.3694
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.63779424894106762 2.2575337098986954 2.1420547332082829 -0.55036963499547997 1.285893796353293 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.4582606246804526 2.1314615550283826 -0.89727091510114898 -1.0372938969678034 1.3608075230447352 1.0000000180025095e-35 1.3851549945161543 1.0000000180025095e-35 1.0191313245711819 0.52296557744356353 0.73554732968959546 1.0999280683389623 0.86906712438610501 -0.87905496296652397 1.0000000180025095e-35 1.471636066430891 -0.26514230174233305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 9 -7 8 -8 13 11 15 -12 14 18 19 27 21 22 20 -11 -17 -2 -22 -15 -21 -5 -14 29 -18
right_child=1 -3 -4 26 -6 6 7 -9 -10 10 12 -13 16 24 -16 17 28 -19 -20 25 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014963453604200727 1.5907701827147974e-05 -7.8650602386079441e-05 -8.8103223461696067e-05 0.0002543880868255566 0.00011379221504760492 -0.00011582108207150556 0.00030405263376133532 -0.00012632667882786594 5.8970771547948434e-05 -0.00016098489600848334 -7.4362847434862454e-05 0.000144876800899009 2.0041653108779403e-05 -0.00021463650640266089 0.0003244535313613322 -9.8155232134499731e-05 0.00017178976106926251 1.3585668722805725e-05 -2.2310011122533553e-05 0.00022478199305164974 2.0477625511794451e-05 -0.00023724870389936522 0.00019050545523822501 0.00043756062104989877 0.00020460750379980129 0.0011277949333423536 5.7701463756282889e-05 -0.00034302510374430243 0.0003800482193068354 1.7634923615807555e-06
leaf_count=3225 9972 99935 35150 3439 6806 3559 4256 1541 4074 3324 17274 5156 3630 4805 1992 58310 8985 10418 22047 897 2992 8568 7090 919 844 174 22895 1675 1327 6652
internal_value=0 -0.0376768 -0.0217971 0.0650385 -0.0110938 -0.0167087 0.076432 0.145301 0.198442 -0.0251803 -0.0437272 -0.0729212 0.023843 0.025271 0.0475781 -0.0890878 0.0930273 -0.104383 0.0317271 0.0578803 0.00442969 -0.124661 0.103304 0.134969 -0.155817 0.433192 0.0891667 -0.0884371 0.137392 0.110762
internal_count=361931 332372 232437 29559 197287 190481 13430 9871 8330 177051 130301 90758 39543 46750 41101 85602 22269 77296 39109 8306 7235 66878 17062 3911 5649 1071 26334 5305 16964 15637
shrinkage=0.000923845


Tree=1886
num_leaves=31
num_cat=0
split_feature=253 815 1154 285 1048 200 422 983 572 741 766 703 832 51 324 276 9 659 526 12 363 1075 350 762 955 369 719 639 1465 1465
split_gain=26.4328 27.1259 41.993 27.3541 26.9302 25.9898 28.5337 28.3762 24.3994 32.6032 24.0118 23.9591 30.3719 23.9476 25.0065 23.6901 25.2695 27.7802 22.6852 31.9284 28.6849 22.3757 22.2373 22.2228 21.8826 23.4332 21.8168 21.727 21.8591 48.6474
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.6346360585194416 -0.77823450561485441 -0.36829310061983322 -0.14149309536927643 2.4893383828373485 -0.79485250657470208 2.8718069931529517 -1.2431113370704414 0.74329281973679595 0.85282743195300459 -0.68916341501484679 1.0000000180025095e-35 -0.31001543864632247 1.3264659468767397 1.0000000180025095e-35 2.3757057381457001 -0.62384906296601039 1.5608807099008091 -0.59407093791631038 0.35180705546779578 0.67698477234806831 -0.56067130660624642 0.2313107406515203 4.6927044435880791 3.103512251845403 0.37973282798721492 0.42261052687510853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 3 8 26 6 7 10 9 -2 -3 12 -8 -6 -15 24 17 -17 -7 20 21 -20 23 -18 25 -13 -4 28 -1 -30
right_child=1 5 4 -5 13 18 11 -9 -10 -11 -12 15 -14 14 -16 16 22 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.3550413056118037e-05 0.00070908349476338543 0.0012271395092439831 -0.0014062005050738907 -0.0027977263246960152 0.0010012162904934024 0.00030713807420788592 3.7321418548311958e-06 0.0039132659014316914 -0.0013616552562258262 0.041260264751054307 -0.0017013734181816093 0.00027837034639231496 -0.0026238053644971606 0.00011187887983804379 -0.001547420056886331 0.00029425426052206809 0.0060280709040384942 0.0054381987267835908 0.011036815690621728 -0.0052278716274999802 0.01464672238699582 -0.0016685280787114968 -0.004356756208470508 0.017638351640809784 -0.0019938717025622058 0.007749055458454359 0.011008009994518151 -0.0016209007726320703 0.0030792546785249082 0.00025981000873143644
leaf_count=178230 3259 1313 8352 8059 6770 35396 9196 412 17844 24 12670 642 2308 13209 5152 1444 217 488 65 900 51 678 56 67 1327 186 41 3489 2038 48048
internal_value=0 -0.0393135 -0.0813536 -0.171816 -0.0296396 -0.00947168 -0.0651169 -0.150495 -0.121762 0.102308 -0.171095 0.00112821 -0.056533 0.00684675 -0.0400953 0.147396 0.308635 0.204904 0.0274631 -0.277895 0.102618 -0.0478525 0.879253 1.11984 -0.0355205 0.246457 -0.158871 0.00312409 0.00550571 0.045851
internal_count=361931 130126 62710 29186 33524 67416 30326 14395 21127 3283 13983 15931 11504 25131 18361 4427 2272 1932 37090 1694 794 743 340 284 2155 828 8393 231805 228316 50086
shrinkage=0.00824811


Tree=1887
num_leaves=31
num_cat=0
split_feature=785 263 119 405 56 150 933 497 1096 1357 728 795 183 126 54 984 1362 1470 1469 807 404 1458 1454 1452 1460 1249 885 570 1459 1467
split_gain=66.3466 45.4899 53.8267 45.878 41.463 41.2994 37.5184 48.673 35.8252 32.8937 30.9521 31.6673 31.1363 30.6262 29.8114 29.542 29.3094 33.683 29.4192 37.0402 28.9112 28.1711 34.0746 28.937 31.0415 27.1927 27.0693 26.881 26.8607 34.812
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.52571317712276111 0.68806224955729689 1.7001250133015622 1.0000000180025095e-35 1.3962008022525787 -0.49008176997875957 0.73593705410083743 -0.47672773491226839 1.0000000180025095e-35 -0.42445565733332025 -0.051427264962878326 1.0000000180025095e-35 -1.2126727935954851 -0.61819632934197222 3.5737384174799574 1.0000000180025095e-35 -0.052322186247877135 -0.91909735138557946 3.8713093281147861 0.74209976395475563 1.0058188799466266 5.4658443334279108 -0.66020926341496977 -0.15184483386147815 0.47769311669757991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 10 -3 7 13 -1 16 -2 12 26 -7 -15 25 18 -18 19 -4 -13 22 -20 24 -24 -6 -12 -11 29 -23
right_child=1 5 9 -5 15 6 -8 -9 -10 27 11 20 -14 14 -16 -17 17 -19 21 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010634521707521791 -1.9238200674451219e-05 -5.9374924464934716e-05 6.390203494177598e-05 -0.00023661840853560678 3.6853102609084913e-05 -2.128673444567266e-05 -7.761668084683915e-05 0.00022806155633004279 -5.0965046803785596e-05 3.781093635335363e-05 -0.00029357279249316991 0.00015065433805295001 -0.00012853754791911117 -1.492257786422894e-05 0.00018048662106477461 -0.00010966378345047872 0.00015071962583284616 -7.2310460180698971e-05 0.00021078522507313112 -0.00078004898569464709 -0.00016708217350284478 0.00019721760771554623 -9.4674914957806251e-05 -0.0010238554445895973 9.4703390276396844e-05 -0.00014839555773272831 0.00071073422560413355 -0.00018867760870065785 -3.7340912675022829e-05 -0.00011669671544589936
leaf_count=21264 11131 25045 27757 15655 23619 16393 7664 5989 8295 3598 18285 3112 22349 4613 7396 15323 2992 49891 1931 254 3734 6497 28647 151 4064 4810 93 11145 8301 1933
internal_value=0 -0.0388993 -0.0541643 -0.0973418 -0.0806808 0.0090241 0.0471905 0.0766821 0.0673828 -0.0277305 -0.133067 -0.168258 -0.201391 0.0398777 0.114817 -0.0316961 -0.0176034 -0.0611837 0.00748452 0.0612681 -0.00760717 -0.0246665 -0.0611307 -0.078013 -0.0737241 0.0100844 -0.298535 -0.138768 0.0478887 0.134068
internal_count=361931 332372 265272 118111 102456 67100 42055 34391 29559 147161 58704 47573 40727 28402 12009 43752 132418 52883 79535 28011 6846 51524 34793 32862 32711 28429 18378 14743 16731 8430
shrinkage=0.000942322


Tree=1888
num_leaves=31
num_cat=0
split_feature=685 1242 1445 184 1469 859 789 705 62 1152 1048 809 65 843 923 651 1185 980 851 927 785 635 507 785 727 973 608 672 553 487
split_gain=26.3946 31.0075 30.2092 27.9224 28.9599 27.2491 36.5291 33.3176 32.8708 34.6216 31.2114 27.126 27.0781 25.7948 54.459 29.5655 34.8277 34.0808 29.2384 32.2234 31.5412 27.4518 32.3952 26.2426 31.2865 44.9848 34.0374 30.9291 27.3855 26.7619
threshold=0.58104764358843186 1.7163795763512886 1.6380901172106308 1.384368771371848 0.40860155981874441 -0.54135187694831066 1.1248358748350926 1.3612027609086828 1.1295246676492809 1.9060981115738789 -1.409445951934283 1.0000000180025095e-35 1.6527691397016595 1.5702737717443023 -0.86449023226567734 1.1107569744011787 1.2078535158319883 1.2695112380217715 1.0000000180025095e-35 1.0483613175537825 0.58460966528228819 1.4770767507691036 -1.0861700333034265 -0.86283290253235112 -1.1275738623161491 0.15330998462996751 0.66665475971017707 1.1077000048186139 -0.40557632866038712 3.8907472001618086
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 6 7 8 9 10 -1 -4 -12 15 -15 16 23 18 -17 20 -20 -16 -23 -7 25 -25 28 -28 29 -26
right_child=1 -3 11 -5 -6 13 -8 -9 -10 -11 12 -13 -14 14 21 17 -18 -19 19 -21 -22 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.0016289372613285712 -0.00013894374208215157 0.0016889249272770016 -0.0014116952019516881 -0.0021535641733606932 -0.0013788620726037919 0.00094863745665260625 -0.00081304381275820975 0.002029125456811946 -0.00093714928954750335 -0.0014076663799775836 0.00080693691250538024 -0.00012827941588614472 -0.00066284404939282978 0.0033570547665361283 -0.00014402075919679963 -0.0016918869444515034 -0.00093541560082003824 -0.003091692051263742 -0.00013203844100025027 -0.0028470003866563902 0.0027784665633101648 0.0073642518652135211 0.0011430094405075438 0.0014396949153403279 -3.9474019498944575e-05 -0.00061928060994329102 0.00019737559681113506 0.0025682892526768283 -0.00080720982682330809 0.0078548734326222072
leaf_count=3014 31062 2816 19159 6568 14514 10236 9594 4685 7018 3999 52868 19042 6577 2093 15327 6235 17774 2559 6709 1281 1869 286 2137 10913 32897 7201 16077 2476 44783 162
internal_value=0 -0.0616743 -0.00269449 -0.0758561 -0.0553878 0.0045473 0.035817 0.0515603 0.039905 0.0547773 0.0665559 -0.0738816 0.0761174 -0.0118364 0.0603056 -0.022081 -0.0104212 -0.105049 -0.0675342 0.0060231 0.0548084 0.0205593 0.214659 0.00335421 -0.00755282 0.0767532 -0.0251064 0.05403 -0.0496869 0.000678474
internal_count=361931 54960 306971 52144 45576 268770 87755 78161 73476 66458 62459 38201 59445 181015 19843 161172 142519 18653 16094 9859 8578 17750 2423 124745 114509 18114 96395 18553 77842 33059
shrinkage=0.00892802


Tree=1889
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 1096 727 585 647 590 746 520 885 1038 846 146 138 575 795 981 566 1298 487 1047 491 645 11 913 73
split_gain=64.0397 47.3302 40.7465 42.2043 48.6029 41.2785 36.0578 30.5294 29.2072 29.1043 74.2923 28.6595 29.1929 28.9993 28.8576 27.2766 27.4601 35.9417 26.7064 26.2948 37.9164 32.0675 34.2627 29.9146 26.4269 27.8016 26.3617 30.9934 26.2339 25.4974
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -1.5722412400100421 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.5103007336851382 4.8263866747680533 -0.17630926381181156 -0.53268848306471728 2.2368666814773395 -1.0321883268519072 -0.34806466541374598 1.0000000180025095e-35 1.7060327193526743 1.9839842507384622 1.5690779363521359 1.2917861121850509 -0.34654259480853461 1.2715548986558056 2.1803088595093478 -0.59191477111478885 -1.0282579537198486 0.90046092823542667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 11 -4 8 -7 -1 10 -3 13 -13 18 -15 -11 -17 -18 -2 21 -21 23 -23 26 -22 -26 -5 -28 -6 -30
right_child=1 9 5 19 28 7 -8 -9 -10 15 -12 12 -14 14 -16 16 17 -19 -20 20 24 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00016666775505933375 -9.8691921300687494e-05 -8.0531712874850871e-05 2.621818900965211e-06 -1.6345409044122684e-06 -0.00015230440505601984 -0.00010689421130705689 -4.9032689267939993e-05 0.00019837000421526465 3.1947072963879836e-05 -3.3025171455565081e-05 0.0004009300142279757 -8.102217911719243e-05 0.00023881008143885414 0.0011305050993866508 7.8226104675089654e-06 -0.00012018216411462462 0.0007531100710823133 3.1647089310827571e-06 -0.00023438117938923134 -7.730874115807526e-05 -0.00010765930170653979 0.00016565426765787058 -0.00023613860800808466 -0.00013128943647920961 0.00040191011732758439 -0.0002565303724362099 -0.00012700934517722597 0.0002633853027466963 6.4934227774977939e-06 -0.00012620725888662631
leaf_count=9701 13592 4821 34551 57206 5981 1294 8295 6301 11563 29774 1384 6267 1058 92 241 62243 277 1436 20117 26904 757 6081 703 6798 1115 220 893 2324 33173 6769
internal_value=0 -0.0400827 -0.0241306 -0.038693 -0.0793516 0.0358515 0.0643057 0.174038 0.109942 -0.0877346 0.0653645 -0.151571 -0.0286872 -0.191948 0.409094 -0.099908 -0.130711 0.15177 -0.203045 -0.0110388 -0.0666123 0.0101404 0.143708 -0.00470173 0.190015 0.34876 0.00907754 0.189025 -0.0350617 -0.0156369
internal_count=361931 332372 232437 190291 87290 42146 29559 7595 21264 99935 6205 41367 7325 34042 333 93730 63956 1713 33709 103001 28996 74005 6784 67221 2092 1335 60423 3217 45923 39942
shrinkage=0.00085349


Tree=1890
num_leaves=31
num_cat=0
split_feature=51 545 142 1146 795 890 705 566 340 671 495 148 760 843 689 1395 1190 1314 1394 697 735 904 289 257 1365 474 671 73 665 613
split_gain=26.2286 24.7085 27.9779 32.1542 27.8782 35.2277 37.0628 33.0539 31.7705 29.5285 27.2206 25.8387 27.6007 25.4524 26.3038 24.9064 28.9044 27.0967 26.2268 27.0082 24.5755 24.3434 30.5592 24.0037 23.5791 26.6305 23.9818 25.2541 23.4375 23.3047
threshold=1.0111847875080273 -1.0372938969678034 0.59795808410826068 1.4355254717878594 -0.29258408639884992 -1.0182342416987082 0.28191752204954684 1.7603402020327763 1.8162821653890682 2.6425086185778714 0.7935279278525792 0.53200030604088977 0.1682548054706868 -0.90360326821765913 0.12773498849335438 0.1603486769914434 0.79785829414236831 1.2730310603232324 1.1471049292211364 1.1448046321888603 2.2560756724538602 0.117074371724753 -0.09474653029276929 3.5639524758639904 2.0426043571165486 1.0000000180025095e-35 1.6550864193358736 -0.83107381142549885 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 15 -7 8 10 20 11 12 -8 -11 -15 16 17 -3 -18 -20 29 -5 -23 24 25 -2 27 -26 -22 -6
right_child=23 4 -4 21 9 6 7 -9 -10 13 -12 -13 -14 14 -16 -17 18 -19 19 -21 28 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00026216230062883902 -0.0004057757410621765 0.0007072442983061801 -0.00099403074757816747 0.00023439937051362793 -0.00027456077727587894 2.1990142271602669e-05 0.00090461737230434255 0.0021380412627927435 -0.0015444163779846723 0.0024465037177118345 -6.8909155356588253e-06 0.0016953134806317316 -0.00033221410296104491 -0.00036001514872351429 -0.0031917678015263413 -0.0012556285868629878 -0.002360195750003543 -0.001884372434347394 0.00053489601473004171 0.013018641352966379 -0.000244205767423559 0.0053501395297481467 0.00079261305300701204 0.0056595564393891436 0.0057270050460748664 -0.0018142635323510692 0.014220467887652008 0.0002886587792383285 0.0017620549482880428 0.00020297505562548513
leaf_count=49949 46531 9719 17355 2570 76749 43456 18046 3016 2047 333 11910 6534 5525 1201 1728 7426 2616 1295 305 50 2159 901 929 132 238 6539 25 1519 2856 38272
internal_value=0 -0.00256162 -0.0449002 -0.0188618 0.00740593 0.0329734 0.0498831 0.0916273 0.0760916 -0.0156017 0.0875948 0.121753 0.0883314 -0.213501 -0.275491 -0.0598343 0.000903321 0.0552149 -0.231756 0.353491 -0.00962009 0.18034 0.403498 -0.0612635 -0.0644346 -0.075066 0.189999 0.152517 0.130812 -0.0168476
internal_count=361931 306947 71704 54349 235243 111945 90534 47078 44062 123298 42015 30105 23571 3262 2929 21411 13985 11014 2971 355 120036 4400 1830 54984 54852 53070 1782 1757 5015 115021
shrinkage=0.00703968


Tree=1891
num_leaves=31
num_cat=0
split_feature=785 470 395 203 264 1065 712 1436 54 497 1393 1309 1237 1037 706 210 736 854 927 730 585 401 1079 617 967 1457 577 1450 156 1464
split_gain=58.7459 47.9894 53.076 42.4778 37.3289 38.7195 35.4787 32.4087 31.1912 31.373 30.0115 29.7001 29.2708 28.4463 27.206 30.672 28.6077 25.8203 28.6069 28.3694 27.7609 27.1972 25.2728 24.8277 29.2748 24.6821 24.6531 26.0157 24.5786 25.7005
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.38646845251715672 1.0518754624258557 -0.63779424894106762 0.60428344764309971 1.0000000180025095e-35 0.22206513740888564 0.038298123100908202 1.0000000180025095e-35 1.4298092310842805 -0.60489981398538839 -0.33622886331437435 -1.5539264887124189 1.0000000180025095e-35 -0.87473648844905705 1.0483613175537825 -0.33215574005720661 1.0000000180025095e-35 2.6445107718578433 3.0729769241839433 0.48776982928048135 -0.20575281925485042 1.1644139362256081 -0.9250398530534788 4.2167433909250827 -0.46568194327815365 -0.23713253973767043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 11 8 -1 13 10 -10 -6 -3 17 -2 15 -4 -16 -8 19 -19 -21 -20 -18 24 -15 -14 -5 -28 -17 -30
right_child=1 4 14 26 5 -7 12 -9 9 -11 -12 -13 25 23 16 28 22 18 21 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0001415901034117876 -0.00023299748232887246 -4.8691877616685703e-05 -0.0002462517853645405 -0.00044029010267408047 -3.6054226271850009e-05 -9.7296308677140731e-05 0.00027803319249205773 3.0055808496179483e-05 4.8861746717254949e-05 0.00023410437072608458 8.2017158977779249e-05 1.5276630672465648e-05 -0.00022682809342317386 1.3748765407373349e-05 -2.6100138453685166e-05 9.6986460297377087e-05 -0.00013642791087203961 0.00010447606389324917 0.00029357127638653119 7.7629463341910126e-05 -0.00015118460741528727 -0.00076155425318920171 0.00055893244814932466 -0.0002110771591587506 -0.00013898844701834402 0.00040863991340126654 -0.0001926556648324994 0.0012117385386874772 5.4191258976263913e-05 -9.0212431739900988e-05
leaf_count=3225 11052 95123 1955 5218 15450 6110 2402 8422 6646 4845 13143 35166 1673 13590 32106 11266 19096 12628 2587 3218 3469 138 176 8257 11644 219 14898 47 9434 8728
internal_value=0 -0.0358298 -0.0693836 -0.129492 -0.0127822 0.0363421 0.0643109 -0.0964738 0.0603496 0.148225 0.0224709 -0.0334387 0.0884773 -0.129455 -0.0344385 0.0158074 -0.0683246 0.108053 0.0855535 0.0579098 -0.0473723 0.296401 -0.146506 -0.0951025 -0.0599964 -0.167287 -0.267981 -0.210006 0.0317641 -0.0187498
internal_count=361931 332372 155889 73128 176483 46194 29559 52965 40084 11491 28593 130289 26334 44543 82761 31383 51378 24442 22040 19315 6687 2725 19272 33491 25234 1892 20163 14945 29428 18162
shrinkage=0.00087056


Tree=1892
num_leaves=31
num_cat=0
split_feature=50 56 581 1470 1462 1467 1459 1034 62 278 1454 1464 1319 1226 766 647 913 547 143 62 651 1452 1457 1298 188 471 795 569 981 183
split_gain=25.9974 44.5261 29.4155 28.6635 27.8122 29.5033 38.3895 27.7508 27.695 38.8046 27.8612 29.0524 32.8338 28.9843 29.579 29.2364 28.1579 27.6337 27.1275 26.4156 26.3226 25.71 25.123 24.7662 24.4416 27.0084 32.7367 25.749 25.5343 26.4927
threshold=0.55630078546380823 1.0000000180025095e-35 2.1516800948178267 -1.3782462404802098 3.4653406265423476 3.8567296589757825 4.5780457843415556 0.71742563768805134 -0.67845511463764618 1.8464919676289078 0.46457600248903658 1.5430059779684882 0.97363892830454113 2.7860623538189473 1.0970844756524005 -0.39658881029650567 0.81641795121880179 2.6871848640237861 0.78458919907207292 -1.2811150420666217 1.1107569744011787 2.4171758643278944 0.7343439707691487 0.60955665694886108 1.0000000180025095e-35 1.0043670984357114 0.73593705410083743 1.990607965586358 2.4532324593068444 -0.47672773491226839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 17 21 8 9 -5 13 12 16 14 -10 -16 -12 19 -6 -1 23 -7 -13 -9 25 28 27 -27 29 -21
right_child=-2 3 -4 7 18 6 -8 20 10 -11 11 22 -14 -15 15 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013691663765015227 0.00020201917987228591 -0.0046866984527157325 -0.0024763921098697405 -0.00016345453247139084 0.00074523296315282493 0.0043486920494708592 -0.014948334200341036 -0.00087806751278643252 0.00072217477389491084 -0.0031066844697413935 -0.0006021432492649962 0.0026187318836367861 0.0014283544015238263 -0.0028723432272358147 0.00065346164136904071 -0.0016927966415142999 -0.0028828198866036117 -0.0024346403757417672 0.0069195256624771566 -0.0012078064473206738 -0.0022863120270742734 -0.0072270585455981272 -0.0012694879299363165 0.00046803100146071441 4.7378847221283281e-05 -0.0021842138903186608 0.001525103503103627 0.005705180163246738 0.0050422545239691297 1.2305740949664053e-05
leaf_count=21429 84163 473 5028 38866 1370 924 46 14918 57558 2174 10867 1879 2253 996 4035 4865 2551 6077 328 17391 3213 91 805 8657 33725 10967 1255 225 403 24399
internal_value=0 -0.021838 -0.060121 0.00172635 -0.0529211 -0.0582856 0.301321 0.00350772 0.0171058 -0.0357613 0.0378009 -0.0361968 -0.0731872 0.0584977 0.0638601 -0.060053 -0.115234 -0.0628778 0.231903 -0.0554119 -0.0635154 0.38758 0.161335 -0.0368993 -0.0395793 -0.0767127 -0.179234 -0.22728 -0.0438852 -0.0507867
internal_count=361931 277768 123658 154110 118630 116932 1061 153637 126849 41040 85809 18355 15671 67454 66458 8900 13418 115871 1698 109794 26788 1015 2684 23575 88365 54640 12447 11192 42193 41790
shrinkage=0.00892802


Tree=1893
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 728 12 712 1449 21 620 651 1430 232 1243 285 1181 1236 1012 508 354 175 553 142 706 736 1079 78 953
split_gain=57.5332 43.3208 88.2164 46.9268 50.3259 41.6034 36.1332 33.4433 31.5092 30.3959 30.0074 30.7299 29.7847 29.5715 29.0056 28.2345 26.9096 26.3376 26.0304 25.6584 25.4013 28.5813 26.5563 25.2833 25.2743 25.1637 26.6524 24.9852 24.8834 25.3073
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.49008176997875957 -0.59727736220901595 -0.63779424894106762 0.74561756370782817 1.0000000180025095e-35 0.16760437365778322 1.1107569744011787 4.2254883379486126 0.92584771804271815 1.473013388195284 -1.1152437199248966 -0.59467284272644005 -0.66443602000037905 1.4711245761114824 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35 -0.44446617538538585 0.093087694967678575 -0.3535015761321067 1.0000000180025095e-35 3.0729769241839433 0.51980652663356819 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 15 7 8 -1 -5 17 13 11 18 19 -10 20 -3 -11 -2 -8 -6 21 22 -9 -24 -20 -4 -27 28 29 -28
right_child=1 3 25 4 12 -7 10 14 9 16 -12 -13 -14 -15 -16 -17 -18 -19 24 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00013569504383954554 -0.00017217088670190279 -2.5053649983322968e-05 2.1222100981459181e-05 -4.3198620224622206e-05 -7.5874932325041252e-05 -0.00024154490034618322 -5.1829837679593179e-05 0.00017323565148535873 -0.0001560090891587768 0.00044822517748365382 0.00012825492579080565 -0.00012670063900570216 -0.00033223075362801994 0.00076325465456034125 -5.3252016480078001e-05 -0.00012759077782422741 -3.4381597818895151e-05 9.1990531749430368e-05 0.00027862592225666764 0.00049231588105023332 -3.8936576153222775e-05 0.0003441290661417276 0.00014680887806470586 -5.8513755199658025e-06 -5.7735252884001376e-06 -1.6681549114319527e-05 -0.00014796005447375993 0.00057758087705631978 -0.00025174476680971667 3.3913836774061166e-05
leaf_count=3396 2450 115614 30816 9440 4692 20329 3178 9671 38294 514 15031 3800 1384 97 4378 12354 6141 5424 2455 257 3544 1669 5228 8379 1699 32414 9011 163 5175 4934
internal_value=0 -0.0372926 -0.0691725 -0.0153355 0.0374755 -0.14674 0.0619181 0.063777 -0.113821 -0.144725 0.0872583 0.00501999 -0.128457 -0.177296 0.0931492 -0.0395824 0.00849043 0.0226721 0.084728 -0.056072 0.116695 0.139445 0.121484 0.0637891 0.192966 -0.0241147 -0.0562926 -0.131562 -0.141341 -0.0894778
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 45046 26163 11132 6333 38391 32869 127968 6655 7874 7332 4949 28491 24947 23278 13607 4154 82513 51697 19283 19120 13945
shrinkage=0.00085349


Tree=1894
num_leaves=31
num_cat=0
split_feature=785 728 728 784 815 1016 921 561 784 981 519 268 706 225 624 21 620 647 590 859 1236 261 878 846 146 20 142 1449 982 1154
split_gain=70.0944 51.2344 43.1916 35.2927 40.4011 56.8189 38.4364 33.9611 33.9189 36.9841 31.1095 57.0972 30.6317 30.2193 32.1041 30.034 30.9082 29.4926 76.0575 29.3907 26.6972 26.3256 26.3067 26.2824 27.1245 31.0423 25.1793 25.0488 24.7271 24.6573
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.4862832230723366 1.0000000180025095e-35 1.7060327193526743 2.1420547332082829 1.0000000180025095e-35 -0.20668351718138131 -0.49157419534866048 -1.3605347937444374 1.0000000180025095e-35 0.16760437365778322 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 -0.66443602000037905 1.0000000180025095e-35 1.0000000180025095e-35 -0.53268848306471728 2.888475460910541 -0.37168563270387045 0.093087694967678575 0.74561756370782817 1.7621802667917166 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 7 -5 12 10 22 -6 -12 13 -2 -15 16 20 18 -3 -8 -4 -11 -10 -19 -25 -26 -22 29 -21 -17
right_child=1 17 15 6 8 -7 19 -9 9 21 11 -13 -14 14 -16 27 -18 23 -20 28 26 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00015774405392450156 7.6113119509648306e-05 -8.8859194898048164e-05 -4.7732712538611735e-05 1.5694780379636556e-06 3.0653719724288819e-06 -2.6081673514194038e-05 0.0004448667587250597 -0.00037726052407927924 -1.0474279636604195e-05 -7.3466044345780565e-05 0.00025334477749878271 -8.1215888852874944e-05 -0.00020626708922748436 -0.00066653468234983645 -9.9532140293650756e-05 3.8581110501951924e-05 -0.0001275080940076487 -3.7834606559404135e-05 0.00043912918197684339 0.00012899209000401043 0.00031211334498831221 0.00026739168675020652 -0.00011452115402594506 -0.00012552674407771108 -0.000275998020893605 0.00098154344585148928 5.3757906194002563e-06 0.00034945219993057686 -0.0004793439884742569 0.00021183687574060495
leaf_count=3396 6328 4821 3178 34551 52910 45506 1153 4775 17056 1296 4912 3046 15636 1057 13542 6940 3800 29774 1384 6164 2455 1966 22261 63616 158 182 1699 2174 278 5917
internal_value=0 -0.0391937 0.0701102 -0.022558 -0.0361393 -0.0766098 0.0333448 -0.155627 -0.0094463 -0.0558335 0.0230011 0.142196 -0.13182 -0.0668868 -0.133997 0.0977864 0.0156346 -0.0888115 0.0654532 0.167022 0.0954488 0.147378 -0.0754554 -0.101078 -0.131356 0.49391 0.204854 0.160694 0.113292 0.125713
internal_count=361931 332372 29559 232437 190291 86844 42146 41338 103447 42579 60868 7958 36563 20927 14599 26163 11132 99935 6205 7595 7332 3262 39317 93730 63956 340 4154 15031 6442 12857
shrinkage=0.000923845


Tree=1895
num_leaves=31
num_cat=0
split_feature=21 848 626 984 1124 488 1462 898 1456 472 1325 728 71 1258 225 1029 498 1090 785 359 698 695 21 701 15 1098 693 427 557 139
split_gain=26.1894 27.0092 41.1384 35.6162 35.5105 28.0663 26.5873 26.053 25.8873 28.5793 25.8612 24.6856 24.0489 32.4361 26.7209 24.7857 26.5478 25.3895 24.0456 23.7048 25.9222 23.6912 23.4381 24.8361 26.4767 23.3135 23.2939 22.9621 28.2592 23.4728
threshold=-3.2545899522946695 -0.014926871543044078 -0.33402380448403773 -0.028738073827797934 -1.4051727280460025 -0.54963276758530244 0.64216061943476632 0.023481522340548951 3.5267996248326976 1.0000000180025095e-35 3.2949187825829109 -0.49008176997875957 -0.79229558791652044 -1.2749192820467179 2.2230773256452285 -0.65139616851932414 2.5426301931846376 1.0111579468260208 -0.86283290253235112 2.8987023296867798 -0.6103958089979139 0.0086998499117007175 -0.70163543588998201 0.90569396944550484 -1.8971493150955931 1.3289106712562746 -1.3595894605335417 -1.1651179580632818 2.8558629426730668 2.256407338334085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 10 8 -5 -6 -1 12 22 -10 11 26 13 14 -2 17 18 19 -17 -14 -21 -9 23 24 -4 -24 -3 28 -20 -29
right_child=1 2 3 4 5 -7 -8 21 9 -11 -12 -13 15 -15 -16 16 -18 -19 27 20 -22 -23 25 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0054582342118248703 0.0017736378747563522 -0.0012714219885705045 0.0057705848034690201 0.0069260280677402803 -0.0017503970754722668 -0.00032444213003156617 0.0041902228540055993 -0.00058152687477034846 0.004697118092930711 -0.0015573210343712753 0.0051066980949150244 -0.00099412346562557669 5.7429874325106464e-05 -0.0005279955930489671 -0.0069884443012163963 0.0014717972498302376 0.0039898757486354413 -0.0010383644345021337 -0.0010060500283382147 -0.0026802217666847105 0.00552528692415084 7.8956599211975795e-05 0.00011358513988300206 -0.00089894888078890156 0.0010241432722276522 -0.0013606669849490435 0.00051631642054091628 0.00045904567083491729 0.0057764306549939332 -0.0019702341515055789
leaf_count=89 3064 3738 374 195 6411 29359 627 37965 648 291 223 39786 48544 27114 157 5351 527 6823 6117 132 371 32184 27906 2281 10560 4506 7307 57792 195 1294
internal_value=0 -0.0111338 -0.0388411 -0.00726873 -0.0660754 -0.072072 0.397847 0.00338688 0.0336429 0.38219 -0.0952856 -0.0993657 0.0188149 -0.0427223 0.188385 0.0312575 0.0580203 -0.00419124 0.05419 0.0129127 0.456046 -0.0349505 0.0251354 0.11058 0.15718 -0.0070519 -0.00298863 0.0424706 -0.100362 0.0542767
internal_count=361931 361215 133585 82531 35965 35770 716 227630 46566 939 51054 50831 157481 30335 3221 127146 71276 55870 70749 49047 503 70149 45627 13215 10934 32412 11045 65398 6312 59086
shrinkage=0.00761998


Tree=1896
num_leaves=31
num_cat=0
split_feature=785 728 784 727 1022 1016 921 954 971 747 746 859 795 981 566 1298 1178 595 520 1047 491 913 73 912 783 282 1396 376 752 927
split_gain=68.7424 62.5491 41.7311 41.1537 40.5796 43.4142 38.6324 30.9938 30.1576 29.4916 29.7195 29.379 28.364 36.573 31.647 33.2635 27.7144 27.677 26.6936 26.292 27.6361 26.2041 25.8326 30.4112 30.127 25.7377 27.5129 25.6159 26.0504 25.3588
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 0.98873640907070304 -0.8891902375834092 6.1031850957970919 1.0000000180025095e-35 -0.98545034728205338 1.0000000180025095e-35 1.7060327193526743 1.9839842507384622 1.5690779363521359 -0.46909217670234421 1.0000000180025095e-35 1.5103007336851382 -0.34654259480853461 1.2715548986558056 -1.0282579537198486 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.94278280720258245 -0.22066983381662078 1.8828081291110934 -1.0752335520519363 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 29 5 9 -4 17 -5 10 25 -8 14 -14 16 -16 -6 -3 -12 -15 -21 -7 24 -24 -23 -2 -27 -18 -29 -1
right_child=1 7 6 8 12 21 11 -9 -10 -11 18 -13 13 19 15 -17 27 -19 -20 20 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-4.6376028813266712e-05 -0.00037309408373779521 -7.6397164471829352e-05 1.049754241293143e-05 -0.00012143439213447772 -5.3582797696717298e-05 -0.00015751238969360882 0.00044462238427209872 6.0948090731790306e-05 0.00015680811788582234 0.00058722384141714754 -7.7388231525720171e-05 0.00011183608835889986 -7.8299364992081145e-05 -0.00011435188669229777 0.00018086232999078684 -0.00023969364963929719 1.5889103649621776e-05 -0.00018553689048273232 0.000248456003861315 0.00042523916664047735 -0.00027140198997284654 7.2786099699768072e-05 -0.00016934167856356264 0.00043129438262250918 -4.5602767503915153e-05 -5.5304240806789132e-05 -0.00021167050855119701 -0.00010171378934606279 0.00027387699035048049 0.00022095804994963516
leaf_count=11206 5009 74427 34551 1561 23994 5981 1153 5961 15447 169 6267 6442 26904 757 6081 703 39410 19547 1053 1115 220 15948 6243 350 17401 11935 16934 1134 2683 1345
internal_value=0 -0.0358303 -0.017435 0.0723522 -0.032202 -0.0721862 0.0433756 -0.0906036 0.143119 -0.140779 -0.147301 0.177231 -0.00505991 -0.0628527 0.0169756 0.149907 0.0022111 -0.103181 -0.0220285 0.189253 0.347625 -0.0303236 -0.0108857 -0.146355 0.0121738 -0.189046 -0.161955 0.0333279 0.201842 -0.0172874
internal_count=361931 332372 232437 29559 190291 87290 42146 99935 17008 41367 41198 7595 103001 28996 74005 6784 67221 93974 7320 2092 1335 45923 39942 6593 33349 33878 28869 43227 3817 12551
shrinkage=0.000905731


Tree=1897
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 1154 815 1453 785 194 60 1368 810 1166 1127 909 901 414 1328 1469 977 535 475 701 131 1015 766 0 368 213 570 208
split_gain=26.1456 56.5917 39.1273 25.4654 25.8065 28.2186 24.6919 24.4978 25.0486 29.8901 24.9702 24.6413 24.3322 28.1567 24.1432 24.3992 25.0643 23.5349 26.3005 23.5053 25.4075 23.7429 23.3931 23.3504 23.2665 23.2541 23.1919 23.145 25.7345 22.9918
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.0000000180025095e-35 1.0000000180025095e-35 0.85537653896615018 -0.86283290253235112 0.58307762070518543 1.0000000180025095e-35 1.4015214112945762 -0.65819684525605759 -0.64460186713261591 1.0000000180025095e-35 2.6191292064927163 -0.97661873719566594 -0.94993623548767991 0.3566818191918471 -1.2437168825088454 -0.2249654920564165 1.0000000180025095e-35 1.0000000180025095e-35 -0.59099273008418829 -0.67630721506970115 1.2191568012335126 -1.0413703187322654 2.6232277757564257 -0.84946560089001755 -0.73863770881494839 0.023106641411462632 2.168146901197614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 23 19 8 25 17 -9 24 -1 14 -14 -16 27 18 -10 20 -2 -22 -6 -4 -12 29 -13 -17 -29 -3
right_child=6 7 3 -5 22 -7 -8 10 9 -11 11 26 13 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0025327839270602209 0.0017513704149612151 -4.4477771362666152e-05 -0.0016310939263852783 0.00015847639968219753 -0.001924832363893212 3.9275962208322265e-06 -7.3759101508873498e-06 -0.00030056699771038788 -0.0023040445758674764 0.0028240500530910084 -0.0036623653102640158 -0.0025606662083800481 0.0053559448679985529 -0.010232279906610485 0.0042306463730595757 -0.0073231382722415304 -0.0079475688477696742 -0.0020955405416204285 0.0078004877089403839 -0.00068681060071984924 -0.0027987285545455387 0.00081786878796867731 -0.00010598719905556466 -0.0040455680303603412 0.00033751165814866201 0.0028692722414743474 0.0016586353888173035 -0.00079947472267448893 0.0098071669791268343 -0.002436936701846209
leaf_count=1744 8797 53420 34493 8249 5214 6016 182913 7968 224 587 756 478 239 99 236 160 243 8330 190 2985 990 2140 12392 5049 4413 1143 9783 489 94 2097
internal_value=0 -0.0334114 -0.0911532 -0.108417 -0.12909 -0.172618 0.00660962 0.00176361 -0.0230489 -0.150862 0.0587842 0.11023 0.123719 -0.0701844 0.00361658 -0.118396 -0.267944 -0.197892 0.319215 0.0908562 0.134679 -0.0283424 -0.0584176 -0.204027 -0.0245878 -0.00680538 0.164417 -0.0847992 0.100405 -0.0134247
internal_count=361931 164106 74717 71413 63164 45558 197825 89389 65991 9331 23398 15430 3304 1560 1461 1222 986 8744 414 14912 11927 3130 17606 39542 5169 56660 10261 743 583 55517
shrinkage=0.00892802


Tree=1898
num_leaves=31
num_cat=0
split_feature=785 728 727 487 784 1022 1016 921 795 981 909 551 268 588 440 1047 491 333 567 859 595 906 629 1331 148 338 1189 155 7 1319
split_gain=60.5685 50.1152 38.9768 35.4548 32.9644 34.8443 34.1864 31.986 31.5234 35.2352 28.326 27.7436 36.3242 31.1778 30.4232 26.8813 27.0242 26.814 26.1084 25.9383 25.8332 25.1081 25.0437 33.3467 25.338 35.9168 25.0437 25.1429 26.8027 24.856
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3945268872588026 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.7060327193526743 -0.67290761646258057 0.84485483037156739 1.0000000180025095e-35 -0.31407487021714353 -0.37637092764456631 -0.34654259480853461 1.2715548986558056 1.0308016862606064 -1.7658299547505127 -0.98545034728205338 1.0000000180025095e-35 -1.2867255242419031 1.084337816590623 2.9070770062661153 1.3804050112346873 0.84835182578422852 -1.0096337021262032 0.85791629766231614 -0.85975757808075792 -0.56281831775975577
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 18 -6 11 -10 -4 -7 13 14 -13 -11 -17 20 -2 -9 26 -5 -22 24 -24 -26 27 28 -3 -14
right_child=1 17 10 21 7 8 -8 19 9 15 -12 12 29 -15 -16 16 -18 -19 -20 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.7308410110589349e-05 -0.00051136969284898979 0.00027968667869879331 -6.1442903221012711e-05 0.00020052214545464311 1.4063639933625846e-05 4.7393710177965677e-06 -2.0592452285605383e-05 0.00041844209877983575 -7.4131074602156604e-05 -0.00012033767841843913 0.00015180378085073205 0.00020730825783135524 -0.00022584991605821927 0.00027316041927320659 -0.00016852824440267018 0.00041976030460143477 -0.00024666388630093384 5.9513468689792263e-05 -0.00010036107162206684 0.00010491713880383573 -0.00020866147721008494 -0.00011748855699529923 -0.00010881601722075529 0.0011888710918487842 -5.1619746489202831e-05 0.0015633858791349155 -8.2503067604607357e-05 -0.00019799742359692001 7.387127774256757e-06 5.8598423662240208e-05
leaf_count=12551 1279 2148 2491 1168 31714 54742 41495 1061 24605 710 14517 1423 1585 4415 1349 1052 219 5744 35552 5985 16851 20245 2328 99 222 87 63831 2117 6508 3838
internal_value=0 -0.0342519 0.0674679 -0.017795 -0.00987684 -0.0235955 -0.0623649 0.0461406 0.00248808 -0.0607886 0.136493 0.0266736 0.114366 0.207591 0.036252 0.193102 0.35577 -0.083402 -0.12609 0.17255 -0.0947704 -0.114263 -0.19328 0.0467641 -0.0226569 0.692915 -0.0766329 0.0364507 0.0929054 -0.0197819
internal_count=361931 332372 29559 232437 211024 172264 78326 38760 93938 26586 17008 67352 12610 7187 2772 1981 1271 99935 36831 7046 94191 21413 19587 2736 2637 309 74604 10773 8656 5423
shrinkage=0.00087056


Tree=1899
num_leaves=31
num_cat=0
split_feature=785 519 727 728 872 678 533 900 382 332 728 689 1230 507 464 761 735 608 1470 706 12 1237 689 430 726 588 355 208 1228 1457
split_gain=63.403 43.5292 53.196 50.5331 59.0953 54.8824 46.6878 50.3446 43.2401 41.2713 39.7958 38.6188 37.3552 36.6194 35.5978 34.6619 37.7606 33.0105 30.7822 30.5549 29.6326 29.5861 29.5334 30.2817 33.1782 29.3863 29.1943 29.1012 28.5976 29.3428
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 3.0757328524286596 0.34708990927187483 1.0000000180025095e-35 0.54117268135534224 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -1.1110989058077336 2.3457019632811744 0.65809631222906606 1.0000000180025095e-35 1.5021234709567175 1.356718709411544 0.66665475971017707 -0.30201883572949845 0.85558832110916161 -0.58399151183051878 1.4298092310842805 1.1511195098725142 -1.2369097968503453 -2.5456679507321813 2.250834115212506 1.4218347872305723 0.22742018399418559 0.9948761292206888 1.4942246234200935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 19 13 5 6 7 17 12 14 -1 -8 -4 -2 18 27 -17 -5 -7 -3 -11 -12 23 -15 -25 -10 -21 -9 29 -13
right_child=1 2 8 4 -6 9 11 15 25 20 21 28 -14 22 -16 16 -18 -19 -20 26 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014895294300724076 -1.3001545474407728e-05 -0.00014586260616240238 0.0002715025743144317 -0.00020877453232369156 0.00021346460954672466 -3.9060722331123404e-05 4.963755804752569e-05 -1.2779956775526925e-05 -3.6015431211602687e-05 -7.3642365804436733e-05 0.00010271492311706695 -6.8380392730136693e-05 -0.00023186713115985234 -0.00018166905197720642 -1.0756293160600355e-05 7.7916433770682391e-07 0.00059463380494712459 -7.1712241422252585e-05 -0.00021422753960934773 2.7717440190681952e-05 5.0753864228974605e-05 -0.00014936535984354937 -0.00014815334435213604 -0.00061190635173168518 0.00020787083793072605 0.00039317580414494481 0.0006577472962798073 -0.00023212592147286992 -0.00016767321345792551 9.1840087068455529e-05
leaf_count=3396 48652 6191 5842 44530 2933 9849 12361 11586 5060 9464 24286 64531 529 1020 19062 1379 629 10300 13981 2965 29474 1877 1511 186 7814 640 291 4740 11989 4863
internal_value=0 -0.036996 0.0525386 -0.0448398 -0.060159 -0.0645918 -0.0917382 -0.145183 0.138449 -0.0190551 0.0670806 -0.0603322 0.252697 0.0130428 -0.0744828 -0.0354157 0.249637 -0.189732 -0.151098 -0.0714849 0.0258488 0.0936714 0.125114 0.16878 0.209067 0.0101301 0.0955007 -0.0763283 -0.0794771 -0.0614578
internal_count=361931 332372 21518 310854 251671 248738 166908 73164 12071 81830 29559 93744 6371 59183 42892 18334 2008 54830 23830 9447 38938 26163 10531 9020 8000 5700 3256 16326 81383 69394
shrinkage=0.000905731


Tree=1900
num_leaves=31
num_cat=0
split_feature=785 728 784 727 921 1022 1016 43 647 590 859 971 1055 1249 913 734 1145 848 1037 927 982 284 1193 792 566 715 892 634 562 70
split_gain=60.6279 54.34 38.8694 38.7107 37.3137 34.6358 35.1306 30.9386 29.9181 73.1667 29.5227 29.4724 26.5282 27.2856 25.9165 25.3453 25.1909 28.8162 24.8214 24.6135 24.5638 24.5145 24.4077 24.289 24.236 26.6873 24.323 25.3205 23.8836 26.1056
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 2.2744972866152193 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 -0.8891902375834092 -0.050951592202695524 0.24795454135768219 -1.0282579537198486 4.1956285434281462 1.0000000180025095e-35 -0.76336149524465491 -0.67276849926913551 1.0483613175537825 1.7621802667917166 -1.4950250354433621 2.9318630348359518 -0.87246257202899724 2.2401583428922476 1.0000000180025095e-35 0.59794297480505565 -0.62520626959627068 -0.68337622433131906 1.4274108786695647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 19 21 6 12 8 9 -3 -6 -5 13 18 -8 16 17 22 -2 -1 -12 -4 -10 -16 -7 -26 -27 -28 -19 -30
right_child=1 7 4 11 10 24 14 -9 15 -11 20 -13 -14 -15 23 -17 -18 28 -20 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-4.9546127168025719e-05 -0.00023691515653989894 -7.5109743888929109e-05 -0.000263579110940852 -0.00012502936756597765 0.00043090636147680254 -1.6413199890483279e-05 -0.00015673595757431742 -0.00031224511068626631 1.8805463716944831e-05 0.00042772308804641366 0.00012671070842993303 0.00014501873897356313 -0.00019949872982793273 -0.00018758493301730615 5.4217744236575484e-05 0.00066189292864691704 -0.00013905587288969658 -7.9151767660906192e-07 1.440065122872965e-05 0.00020916758359525113 -0.00045625824909210162 1.6364182138239981e-05 0.00058282746550766698 -4.7344688241682808e-05 -0.00010523218102362922 0.00011709741139459235 4.5131106122765588e-06 0.00081025579451628302 -0.00013296840554712937 8.8310801625184797e-05
leaf_count=11206 3134 4660 1572 1561 1153 96097 5981 4157 10789 1349 6164 15447 16255 8876 13657 144 32200 11797 13102 1345 278 32979 330 26285 1817 4521 221 345 31389 3120
internal_value=0 -0.0371816 -0.0200332 0.0646211 0.0386765 -0.0342973 -0.0712974 -0.0883051 -0.0807587 0.0764156 0.170351 0.13351 -0.133279 -0.0822885 -0.0337163 -0.0933354 -0.0954917 -0.0659996 -0.0243853 -0.0223692 0.116458 0.00744199 0.0412143 -0.0143855 -0.00922905 0.108412 0.180852 0.584361 -0.0945082 -0.128764
internal_count=361931 332372 232437 29559 42146 190291 87290 99935 95778 6009 7595 17008 41367 25112 45923 89769 89625 57425 16236 12551 6442 34551 11119 39942 103001 6904 5087 566 46306 34509
shrinkage=0.000887971


Tree=1901
num_leaves=31
num_cat=0
split_feature=785 728 727 1431 519 712 1049 583 559 852 727 923 189 784 43 647 590 971 694 382 1048 846 146 138 566 1051 971 592 583 914
split_gain=63.2873 53.7406 41.1202 38.1134 31.867 49.8282 41.1761 35.4079 33.7768 32.9 47.9136 43.7462 33.4613 31.956 31.2863 30.6154 75.051 30.4603 29.2036 27.6006 26.0037 25.916 29.615 35.0267 25.8735 24.923 27.3264 24.8722 24.6813 27.4838
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 2.1420547332082829 1.0000000180025095e-35 1.285893796353293 -0.55326332990463356 2.0670228450895238 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.7059755265676442 0.9594655836162902 2.2744972866152193 -0.87782724458594241 0.58895901036483078 -0.8891902375834092 1.2342127532274445 1.0000000180025095e-35 -1.5472456338772569 -0.53268848306471728 2.2368666814773395 -0.98223957276639073 2.1710320005650359 3.5926503781727646 -0.41257492650305128 -0.59494694347224619 -0.55326332990463356 3.2762546484437549
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 27 4 9 -6 7 -7 19 10 18 -12 13 -11 15 16 -3 -4 -2 -9 -15 -17 -23 -24 -21 -13 -27 -1 -20 -30
right_child=1 14 17 -5 5 6 -8 8 -10 12 11 25 -14 20 -16 21 -18 -19 28 24 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00014094483700850769 0.00010701656553832386 -7.4956188811453267e-05 -0.00012427452860470947 -8.4325881644630948e-05 -0.00012828595298005103 2.3309702124341829e-06 -0.00010608686158171198 0.00039570582445743954 -0.00032566203274937185 -9.9700840382530371e-06 -0.00030363323778754024 -7.0977297282083317e-05 -0.00038892279777872799 -0.00036146493665125214 -0.00030821898222655603 -2.9710922392041472e-05 0.00042381814466689453 0.00014472416714222009 8.0869640560019728e-05 9.7688574218259222e-05 8.1219795395391501e-05 -0.00011828808893602936 0.00072589205613508758 7.6109274576199589e-06 0.00064979640286413963 -0.00013418548599044143 0.0014029599915864434 -6.1989275020677244e-05 -0.00011262194274884898 0.0011551524759947731
leaf_count=2447 8766 4660 1561 35150 3202 2413 1844 3105 321 87448 3512 49248 1114 627 4157 28421 1349 15447 4312 2496 19629 59692 318 1338 319 87 76 10104 8716 52
internal_value=0 -0.0388757 0.0650479 -0.0218372 -0.0109148 0.0829454 0.148087 0.207002 0.288544 -0.0192774 -0.0572351 -0.0959236 0.00397388 0.00718531 -0.0896528 -0.0820706 0.0767526 0.135981 0.0302219 0.322101 0.081883 -0.0947763 -0.125196 0.171201 0.177958 -0.0783013 0.762595 -0.0245472 -0.0423106 -0.117229
internal_count=361931 332372 29559 232437 197287 13700 10498 8654 6241 183587 74769 52923 108818 107704 99935 95778 6009 17008 21846 5920 20256 89769 61348 1656 2815 49411 163 12551 13080 8768
shrinkage=0.00087056


Tree=1902
num_leaves=31
num_cat=0
split_feature=785 728 727 784 1022 1016 921 1030 859 647 590 746 520 343 846 146 20 1185 1397 913 630 566 715 763 73 912 783 982 632 1087
split_gain=61.1035 51.4532 36.6929 36.1944 41.5713 43.0483 40.1711 29.3237 29.1183 28.7721 72.0617 28.3566 27.6616 26.8225 26.7835 26.8648 30.4231 26.1993 26.7473 26.0409 25.3808 25.1469 26.836 24.7464 24.7055 30.2717 28.6627 24.6711 24.655 25.6233
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 0.99422031274767553 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.5103007336851382 2.3762556165969095 -0.53268848306471728 2.888475460910541 -0.37168563270387045 -1.1306509272477581 -0.69241097846460264 -1.0282579537198486 -0.91790655951886846 2.2401583428922476 1.0000000180025095e-35 0.35720372001585082 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 1.7621802667917166 -0.8759528342717533 4.1936450872564981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 11 -5 -4 -8 10 -3 13 -13 17 -11 -16 -17 -2 20 -7 -19 -6 -23 -18 26 -26 -21 -10 -28 -30
right_child=1 9 7 6 21 19 8 -9 27 14 -12 12 -14 -15 15 16 23 18 -20 24 -22 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=-1.8098924508061423e-05 -0.00048830728050008572 -7.8632246259756594e-05 0.00012822147272820178 1.4837932217522734e-06 -1.5191632706991224e-05 -0.00014890608057716633 0.00040403168942874235 -0.00018298768528369737 0.00011997428910432925 -3.3675612929287781e-05 0.00038627144026894645 -7.2862145582654162e-05 0.00023285236801387908 8.738733575131371e-05 -0.00011374886200903227 -0.00024623584878739289 0.00037080553982776245 0.00021517366229375861 -0.00019891757958116505 6.1362788367393299e-05 -0.00011057728002329356 -9.7473386253834696e-05 0.00015350429344444271 0.0017262307162310715 -0.00015772130567901527 0.00039546727864549691 0.00012107441728679049 -0.00042990678975888896 -7.6921025536905846e-05 0.0015087893813401877
leaf_count=12551 2213 4821 16011 34551 96097 5981 1153 997 6164 29774 1384 6267 1058 1593 63616 158 122 1373 23200 15948 5663 1817 5087 60 6243 350 2759 278 14607 35
internal_value=0 -0.0391076 0.0629742 -0.0224475 -0.0361942 -0.0766201 0.0341182 0.129961 0.170593 -0.0887978 0.0634705 -0.144859 -0.0223363 -0.185173 -0.100906 -0.131447 0.490377 -0.206613 -0.189333 -0.0349735 -0.0456061 -0.00873289 0.11095 1.05247 -0.0156122 -0.148001 0.00691259 0.117111 -0.0540359 -0.0876368
internal_count=361931 332372 29559 232437 190291 87290 42146 17008 7595 99935 6205 41367 7325 34042 93730 63956 340 32449 30236 45923 7036 103001 6904 182 39942 6593 33349 6442 17401 14642
shrinkage=0.000836755


Tree=1903
num_leaves=31
num_cat=0
split_feature=785 728 728 784 921 1022 1016 578 828 520 859 210 21 647 590 846 146 20 1055 1249 913 763 982 1037 1115 348 1456 85 1459 1459
split_gain=48.7264 41.6693 33.6334 32.8411 35.1466 33.0726 35.6045 29.8454 29.0863 29.7346 28.744 28.0188 26.9698 26.8159 69.6408 26.3487 26.3705 30.3148 26.133 27.1519 25.2781 24.7392 24.5618 24.4077 24.3557 26.7526 24.0671 23.9058 23.7587 27.1847
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -1.0536780337889886 1.5103007336851382 -0.98545034728205338 1.7227903396074284 -1.0798509198017876 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 2.888475460910541 -0.37168563270387045 -0.050951592202695524 0.24795454135768219 -1.0282579537198486 0.35720372001585082 1.7621802667917166 -0.67276849926913551 -0.4897491130826726 -0.14064453288037557 1.9815654246374563 -1.3274107148674466 0.77133902740777927 1.2659885913983882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 18 -4 -9 11 -6 12 -10 14 -3 -15 -17 -18 19 23 27 -19 -12 -2 -14 -26 -20 -8 -7 -30
right_child=1 13 7 4 10 28 20 8 9 -11 22 -13 24 15 -16 16 17 21 26 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00013684548306426306 -0.00023223984113470916 -7.5656793823308731e-05 0.00024329015802012125 5.739121989980565e-06 0.00042294065139700991 -1.8208084984955152e-05 0.00019502144179231161 -0.00019048245484877069 -0.00023892110474054191 -0.00013964268187054182 0.00012240187180261438 0.00039173683018260908 -2.1846957316971515e-05 -2.5325266507033085e-05 0.00041054768225873056 -0.00010997279628586195 -0.0002558290296575517 0.00039875282284480292 -0.00021967339717047981 -0.00018405018543016092 -8.5175544726871822e-06 0.0018391929909968394 -0.00046112897711878231 1.7498324459637191e-05 3.5652211841072065e-05 0.00021395173694933496 0.00018796718480616046 -0.00019975979482402727 0.00015398114727465027 -1.4611140381202518e-06
leaf_count=3396 3134 4821 3407 34551 1153 87061 733 1657 955 2193 6164 1009 4773 29774 1384 63616 158 122 15442 8876 39942 60 278 13102 5220 6949 813 5248 6379 9561
internal_value=0 -0.0322314 0.0592088 -0.0172236 0.0367706 -0.0303545 -0.0665626 0.0837123 0.0565345 0.0777835 0.164753 0.104797 0.0849655 -0.0771644 0.0702784 -0.0889199 -0.119365 0.498146 -0.129068 -0.0783946 -0.0286943 1.05972 0.111574 -0.0205687 0.104172 0.154442 -0.219942 -0.169966 -0.0058399 0.0670783
internal_count=361931 332372 29559 232437 42146 190291 87290 26163 22756 21099 7595 18906 17897 99935 6205 93730 63956 340 41367 25112 45923 182 6442 16236 16942 12169 16255 5981 103001 15940
shrinkage=0.000887971


Tree=1904
num_leaves=31
num_cat=0
split_feature=728 487 802 1461 1461 1461 1451 1454 1454 1470 1462 1227 1469 1449 705 1383 747 1246 1464 1454 1469 1166 83 569 1455 1104 1450 1454 1435 1457
split_gain=27.5377 27.2676 28.2045 26.1249 27.5646 68.349 54.9677 58.5729 44.8894 48.7895 41.7717 34.75 33.5515 33.0194 31.1336 30.9562 52.4602 31.6955 29.9377 30.5861 29.238 30.0333 28.6352 28.1042 27.8351 27.1241 26.5908 26.1749 25.6387 25.485
threshold=1.0000000180025095e-35 1.2575391871604671 1.0000000180025095e-35 3.9993613276323443 -0.2634310735630721 0.53704323757840622 0.64614069530580831 -0.71584950188157126 0.33104948409706508 -1.2599794927054064 -0.11741179351746577 0.45217487547399066 -0.4647667596972675 -0.11983468864906892 -0.60892108780243814 0.33880239881519236 2.2668746584208797 -0.19354908211448871 1.0000000180025095e-35 -0.2363894608792538 -1.3460032622719822 -1.2508507625752519 -0.85968151041265306 -1.216252350709645 1.650979544311745 -1.1756544915108504 -0.12464057240991257 -0.95790485680940063 2.0083258921000415 0.63151525041848589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 15 6 10 -8 20 -10 14 18 -11 -9 23 25 28 -18 19 26 -7 -22 -23 -6 -24 -1 -12 -16 -17 -29
right_child=-2 2 -4 -5 5 8 7 13 9 12 11 -13 -14 -15 27 16 17 -19 -20 -21 21 22 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00081833682035093434 -0.00032084823924064746 -0.00025891078377460262 -0.0017194587759372347 0.0014292006236912714 -0.0056570026618839361 -0.0050659444832291877 0.0098539035316278327 -0.0018339450439288636 0.0025030623433062492 -0.00049517891295230835 -0.0019039580624158657 0.0020219010959784383 -0.0025468435630403487 0.0031091517572852984 0.0018206407779675689 0.00058580726707421283 -0.0028818655287881833 0.00064325458520966643 0.0011419687158897641 -0.0051957528319520069 -0.00066135139899246734 -0.00068948926381577039 0.00113985455676015 7.4100408130054003e-05 -0.0015936869701572065 4.9050004344700658e-05 0.0034205840491947697 -0.0030960659963056945 -0.00094141408198556732 0.00011187355137742559
leaf_count=11087 109090 20504 6065 2868 320 210 163 758 925 5729 1613 1198 3202 629 369 52701 1643 860 1073 715 5422 3220 15384 2487 917 101531 322 7305 2860 761
internal_value=0 0.000642686 -0.0744438 0.0079063 0.00496908 -0.0407135 -0.164071 0.238051 0.0135728 -0.113743 -0.207896 -0.030619 -0.165951 0.0735642 -0.291675 0.0184047 0.0584959 -0.239492 -0.151751 -0.297655 0.06332 0.0706477 0.106788 -0.0700006 0.140573 -0.00384521 -0.142004 -0.365212 0.0727096 -0.394468
internal_count=361931 252841 26569 226272 223404 52722 17713 1550 35009 9856 16163 4921 8931 1387 11242 170682 58064 2503 3723 2650 25153 24943 19521 2807 16301 112618 1935 8435 55561 8066
shrinkage=0.00703968


Tree=1905
num_leaves=31
num_cat=0
split_feature=785 728 728 1431 784 815 878 767 43 1237 990 954 21 585 189 1461 981 1071 554 915 1189 155 775 1470 647 590 1233 214 701 125
split_gain=69.9483 55.3801 40.8942 40.4546 33.0045 35.1345 46.5389 34.0918 31.0325 30.1342 30.081 29.3194 28.5616 28.9288 28.5278 33.1343 28.3785 31.5891 27.6165 26.4096 25.9295 28.2302 25.7855 25.6886 25.5204 69.215 27.3942 25.438 27.4312 29.7657
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0099929608726099 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.1233556138015588 2.2744972866152193 1.4298092310842805 1.09266583130301 0.98873640907070304 -1.0798509198017876 1.0000000180025095e-35 1.0062439196653703 1.3050064473793943 1.7060327193526743 -0.32553500826022114 -1.3074307702299757 -0.52231201985474018 -1.0096337021262032 0.84002401608733945 -1.514352584264411 0.78209301887286675 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.3758997814403655 -1.6742589776458892 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 14 16 11 12 18 20 -4 -14 15 -2 27 -18 -6 -8 21 -3 -20 -13 25 -22 -26 28 -7 -30
right_child=1 8 9 -5 10 7 19 -9 -10 -11 -12 23 13 -15 -16 -17 17 -19 22 -21 24 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.00014912331869593257 -0.00012813497304365272 5.9580635318662068e-05 -0.00018925067508400234 -8.9920066058204093e-05 -0.00024729407840470982 -0.00015050113584643272 5.5291292198672393e-05 -8.4834048621987372e-05 -0.00032062889603910375 -0.00014858570258906675 0.0001689334613447823 0.00013663752132136048 0.00019190129727184515 5.5917730219417661e-05 -0.00031883667327113038 0.00014860441115623202 0.00030345498709441932 1.1260210664438002e-05 0.0005272808866939833 -5.3794085180926854e-05 -0.0001048414982891172 -0.00021634055050480372 2.4173633825415916e-05 -0.00018986787679475047 -9.9381631995092994e-05 0.00046015657188944409 -0.00024643916537929434 -0.00010999477421189692 -4.5920013866401958e-05 5.3314340346671701e-05
leaf_count=3396 26897 10652 1200 35150 1816 3775 13032 14374 4157 1877 5672 4445 10808 12278 5121 2254 2353 2587 404 25900 3973 2804 27949 1422 62093 1001 9388 6993 16340 41820
internal_value=0 -0.039349 0.0697913 -0.0220642 -0.0108166 -0.0247933 -0.0650435 0.00184243 -0.0908471 0.0966927 0.0472621 -0.0833044 0.116561 0.132795 -0.141667 -0.114166 0.0199427 0.166986 0.0198719 -0.0185037 -0.0958303 0.00924028 0.0341785 0.070701 -0.113388 0.0461598 -0.12667 0.00830193 0.0210639 0.0315386
internal_count=361931 332372 29559 232437 197287 161446 73204 88242 99935 26163 35841 95778 24286 23086 34272 29151 73868 4940 30169 38932 89911 13456 28353 5867 76455 4974 71481 68928 61935 58160
shrinkage=0.000905731


Tree=1906
num_leaves=31
num_cat=0
split_feature=785 728 519 712 382 728 784 921 1049 1091 1016 747 746 588 1237 859 21 365 647 590 585 730 783 1089 913 846 146 20 930 1441
split_gain=66.445 50.7972 38.7549 59.1476 42.9301 37.8841 37.8694 42.3861 35.6429 32.0262 41.8131 31.2594 31.3248 31.1869 30.2906 29.985 28.5636 27.889 27.6483 68.8021 27.3768 27.161 48.5959 27.8004 26.9523 26.8743 26.7005 30.4796 26.564 26.1137
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0525743831388839 1.2334500886949249 1.0000000180025095e-35 1.0000000180025095e-35 6.1031850957970919 1.0000000180025095e-35 2.250834115212506 1.4298092310842805 -0.98545034728205338 -1.0798509198017876 1.2772889819068622 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459 2.1585352515949823 -1.0282579537198486 -0.53268848306471728 2.888475460910541 -0.37168563270387045 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 -4 8 -1 9 17 29 10 11 12 -2 -6 16 -9 -7 21 19 -3 -18 22 23 -8 -12 -20 -27 -28 -23 -5
right_child=1 18 3 4 13 14 7 15 -10 -11 24 -13 -14 -15 -16 -17 20 -19 25 -21 -22 28 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00013768932497942177 -0.00017651874004368315 -7.948385003316156e-05 -0.00013915417918758017 0.00037202081124412828 -3.0568938500170999e-05 -0.00018555070611581503 0.00014425832922057908 0.00044479932456705531 -4.3912936090065368e-05 -1.4345145181971772e-05 -0.00016520124582080763 0.00059264716670166307 -1.9115046546676516e-05 0.00040132944234856931 -0.00014612355387598448 0.00010715215633381225 0.00018672286460728329 -0.00017715822576798315 -3.1741316276214379e-05 0.00040308014215512832 5.694481491091711e-05 0.00021324669687998164 -8.0207806299694112e-05 -0.0004913594086275679 -1.4164334310915433e-05 -0.00011701300354527654 -0.00026046184637125029 0.0009378709716357309 -1.8141033433765215e-05 8.4221398573804677e-05
leaf_count=3396 32368 4821 3773 3764 5087 1200 6353 1101 1210 94030 5672 167 6911 640 1877 6023 10808 3431 29774 1384 12278 4152 14884 272 38022 63616 158 182 3156 1421
internal_value=0 -0.035246 -0.0186775 0.0780397 0.144283 0.0712324 -0.0273096 0.032802 0.257846 -0.0420923 -0.0781912 -0.147704 -0.154817 0.0168491 0.0970964 0.17745 0.117026 -0.00203423 -0.0847244 0.0647714 0.133259 0.0187989 -0.0208344 0.133647 -0.0361298 -0.0966222 -0.127282 0.493282 0.130556 0.331789
internal_count=361931 332372 232437 15895 12122 29559 216542 39372 6395 177170 83140 39446 39279 5727 26163 7124 24286 32248 99935 6205 23086 28817 21509 6625 43694 93730 63956 340 7308 5185
shrinkage=0.000887971


Tree=1907
num_leaves=31
num_cat=0
split_feature=785 263 50 405 150 1362 1233 1291 933 497 341 727 202 126 458 544 1312 1030 54 747 1466 689 87 1398 77 340 760 363 1351 913
split_gain=69.5469 49.3303 57.9495 44.4116 41.3687 38.5483 42.166 41.0795 36.9644 50.2241 35.3304 34.865 33.5639 31.0818 29.7209 30.7324 30.1545 29.6218 29.3482 27.8426 37.551 27.2861 28.8526 26.6432 26.3669 28.6909 26.1447 25.7709 25.5659 24.6674
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 -0.52571317712276111 -0.69930563466564566 1.0000000180025095e-35 1.0000000180025095e-35 0.68806224955729689 1.7001250133015622 1.3462168560862613 1.0000000180025095e-35 0.56345046278266753 1.0000000180025095e-35 0.86931409669296944 1.0000000180025095e-35 0.22195462160939852 0.99422031274767553 -0.42445565733332025 1.0000000180025095e-35 0.66071108019312641 -1.1110989058077336 -0.30333009349238099 -0.65023809462392423 1.5029597294391763 2.6624470928684718 0.057071090453854952 0.29392446353077767 1.0000000180025095e-35 1.0691869527701621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 10 -3 -4 7 19 9 13 12 -1 14 -6 29 -16 -17 24 27 20 -7 -9 -23 -8 25 -13 -21 -15 -25 -2
right_child=1 4 5 -5 8 6 23 21 -10 -11 -12 17 -14 18 15 16 -18 -19 -20 26 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-1.5516792725037629e-05 -5.1222186531064708e-05 -5.9439766065110887e-05 2.204684617731748e-05 -0.0002297924580201332 -2.3901154091213785e-05 -9.3419055276784026e-05 1.4439666669246788e-05 4.9450183077819475e-05 -7.6080472391858178e-05 0.00021889794068326386 -0.00017648721562057073 0.0001337824448136032 -0.00020277236447012318 5.4422812038155984e-05 -3.8129996259372918e-05 0.00024683431116405419 -0.00011319326921355887 -0.00019864763885347604 0.00017025734804131313 8.2373959086619455e-05 0.00012754374043362585 -5.0116949246492295e-05 -0.00016473751254532024 -0.00012689440659543205 0.00044294956458905405 -0.00036055613867381315 -4.8463196550783956e-05 -0.0002885331388781735 -0.00035487094539682189 -0.0001795987624854913
leaf_count=12551 48430 25045 39492 15693 16393 18804 2975 5627 7664 5989 21927 14449 9202 3586 8861 3775 1410 997 7396 18142 3650 20375 18706 5616 1113 449 8802 1027 4836 8949
internal_value=0 -0.0434786 -0.0593356 -0.103886 0.00639864 -0.0318506 -0.0552887 -0.0399547 0.0445727 0.0738084 -0.08747 0.0652606 -0.0672537 0.0364672 -0.0516068 0.0401168 0.175951 0.130421 0.111914 0.00268199 -0.0589997 -0.0919757 -0.114291 -0.188427 0.153777 0.130642 0.0470295 -0.0176166 -0.249544 -0.0776292
internal_count=361931 332372 265272 118247 67100 147025 107533 94106 42055 34391 102554 29559 80627 28402 71425 14046 5185 17008 12009 49398 22454 44708 39081 13427 16011 14898 26944 4613 10452 57379
shrinkage=0.000905731


Tree=1908
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 706 497 382 848 21 978 712 357 1187 1237 83 1049 965 854 927 714 585 401 263 972 1 202 566 279 11 557
split_gain=53.0146 43.2806 34.3984 49.7064 32.7061 37.3381 37.4313 32.8619 32.531 34.7319 32.0635 31.6953 30.629 28.3953 26.8542 28.0504 26.3221 26.2887 29.0336 28.162 26.6563 26.4107 25.9692 25.689 30.7811 25.8559 25.6043 25.2805 27.6656 26.6199
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.2757743684523109 1.5729800777409018 1.0000000180025095e-35 0.014505950737356355 -0.70163543588998201 -0.86739898370003232 -0.63779424894106762 2.886903547609418 1.2584150122141946 1.4298092310842805 -0.41868363607068798 -1.1466874127233166 -0.45591238426429986 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 2.6445107718578433 1.6445160113075163 1.4356194732106096 -0.050158343103431875 0.56345046278266753 2.1710320005650359 0.3831298080087287 -0.87191264689159853 2.5220033806985911
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 8 7 27 14 -2 11 -1 -10 26 17 -6 -16 -8 -12 19 20 -19 -20 -3 24 25 -11 -9 29 -29 -7
right_child=1 22 3 -5 5 6 16 12 9 23 13 -13 -14 -15 15 -17 -18 18 21 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00012587178267440359 5.3659465179212854e-05 -8.526288413450439e-05 2.3707039052980568e-05 0.00032830150401114063 -7.3779423110934147e-05 0.00024183963596523356 0.00011599251537768634 -0.00012091037366092354 -0.00012096445981204134 4.9272948243238743e-05 0.00025362775645845992 0.00092654318990548451 4.4064578689970214e-05 -0.00013617609691203016 -0.00016876284815770423 3.329273843028377e-06 -0.00013009995569516811 6.4909615381941854e-05 0.00026728626316134866 9.1680737559650226e-05 -0.00014095649189462757 -0.00069004707415284245 8.1542276039003802e-05 -0.00011805466796135613 -4.9825655137908385e-05 -0.00011836829402483077 0.00013916557616023781 -0.00068160425609261114 4.5529024221125774e-05 -0.00069571444733896595
leaf_count=3225 28160 66760 10762 1780 34642 3846 1792 42307 12193 33253 2402 111 4888 1892 4386 49218 3826 3260 2587 12541 3514 138 3060 5459 19509 3400 1220 184 1518 98
internal_value=0 -0.0355648 -0.0235116 0.0841158 -0.0297431 -0.052436 0.0628945 -0.0642112 -1.56132e-05 -0.0232417 0.0596584 -0.139308 -0.11671 0.0826342 -0.0391195 -0.0088825 -0.0593707 0.101947 0.0792196 0.0513479 -0.0524517 0.291873 -0.0935224 -0.00402166 0.00944953 0.0447692 -0.138847 0.18309 -0.0316406 0.274752
internal_count=361931 332372 262552 12542 250010 147925 11264 136661 102085 73925 29559 12304 48415 26334 88246 53604 5618 24442 22040 19315 6774 2725 69820 61621 56162 36653 43527 5646 1702 3944
shrinkage=0.000804263


Tree=1909
num_leaves=31
num_cat=0
split_feature=785 181 728 852 712 189 1183 1237 647 590 5 968 263 1077 854 927 714 585 846 188 148 1024 21 1035 1116 365 1109 970 401 1121
split_gain=75.5794 61.5029 44.1752 36.1351 35.2597 33.9994 30.7377 30.0768 30.0626 64.2806 29.932 30.5172 28.758 27.9346 26.5436 29.4732 28.764 27.4243 26.5339 26.4615 31.5942 30.0904 34.2024 27.2875 28.9281 26.4401 29.4466 27.1708 26.0451 25.9948
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.22706799479215015 -0.63779424894106762 2.7059755265676442 -1.5169683801573526 1.4298092310842805 -0.87782724458594241 0.58895901036483078 -0.87673672253869495 2.0084989127880917 1.6445160113075163 4.2406324835638474 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 -0.53268848306471728 1.0000000180025095e-35 -1.2590762938126818 2.3389399539002458 -0.13431221002227373 2.4254076492060714 2.425645346998532 -0.78919497293715091 -0.49995493244068684 -0.68133548421348611 2.6445107718578433 2.6505750147567397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 25 -1 6 -5 14 9 -4 -8 13 19 -12 -6 16 17 -16 -10 20 -3 23 -23 -21 -25 29 27 -27 -17 -2
right_child=1 12 8 5 7 -7 10 -9 18 -11 11 -13 -14 -15 15 28 -18 -19 -20 21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00014100678844996444 2.4229943561625888e-05 -0.00051319990277583422 -6.6729613091633049e-05 -0.00029548960945740665 0.00029718203366159917 -0.00038166362015121816 -6.3315132186907253e-05 -0.00014863190577534449 -2.3485873784625956e-05 0.00044245002569552903 2.4080551114938279e-05 0.00018375980598736729 8.4685955645755922e-05 -0.00074710006750489718 8.4822004530719274e-05 0.00031260020741106723 0.00011478492427649207 -0.00014980513414441696 -0.0001136843272941159 -9.427662034943754e-05 -0.00015119205546116051 0.00073531309633232463 -0.00031168596863348741 0.00015112902686977936 0.0014003134013088308 -3.2257871637277532e-05 -3.3296761032788296e-05 -0.00019059588973473597 -0.0007510836551923672 0.00075996725643520376
leaf_count=3225 13146 1897 3910 1371 2402 1185 15850 1892 23148 1186 87182 4390 3060 191 3260 2587 12541 3514 50211 34074 29175 421 231 902 60 7268 40046 13280 138 188
internal_value=0 -0.0425508 -0.028185 -0.0111653 0.0707868 0.0125648 0.0158193 0.0947507 -0.0785311 0.0890848 0.0195799 0.0337322 -0.111229 0.0248918 0.114527 0.0917588 0.0637427 -0.0409986 -0.0923013 -0.124255 -0.18795 -0.083279 0.423917 -0.092895 0.309709 -0.0506878 -0.0711173 -0.143945 0.305042 0.0388487
internal_count=361931 332372 262552 184097 29559 110169 108984 26334 78455 5096 107613 91763 69820 87373 24442 22040 19315 6774 73359 66760 31072 35688 652 35036 962 73928 60594 20548 2725 13334
shrinkage=0.000905731


Tree=1910
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 728 12 712 651 1449 21 338 1097 1465 1458 1430 1243 1235 1452 1002 651 231 1181 819 1329 285 620 1023 1010
split_gain=68.3412 53.3025 98.6949 56.5008 52.3544 47.8352 40.713 34.4568 33.5607 33.0471 32.4041 31.0875 31.8268 39.3877 30.2778 49.2807 29.8628 29.3893 31.0896 29.3585 28.7665 33.4822 29.0859 26.9724 26.8918 27.4546 26.7281 26.6496 26.5264 26.3202
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.49008176997875957 -0.59727736220901595 -0.63779424894106762 1.1107569744011787 0.74561756370782817 1.0000000180025095e-35 -0.98257908251360637 -1.2571877020351898 -0.51322729858334903 0.084403803362298288 4.2254883379486126 0.14000445396469943 -1.24934742919911 0.32331123534916567 0.69854289147193727 1.1107569744011787 0.22376382858708338 -0.59467284272644005 1.0000000180025095e-35 -0.49231473385671448 -1.1152437199248966 1.1734518836084071 7.4366709976304533 4.1811079772937587
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 17 7 8 -1 -5 23 -6 16 12 -8 -14 15 19 28 18 -3 -15 22 -22 -9 -2 25 -19 -12 -16 -10 -4
right_child=1 3 29 4 9 -7 11 20 10 -11 26 -13 13 14 27 -17 -18 24 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014940307450385355 -0.00018589760706136437 -9.0651234317861999e-05 -2.8736077237984191e-05 -4.3719515350522672e-05 -4.6989731581565754e-05 -0.00026937383221330125 -0.00017532692675488337 0.00015228241026088313 -0.00017587991538722922 -0.00035782848710637995 0.00045761177591530935 0.0001387291238360315 -0.00024655872832506694 -9.3325668377578332e-05 0.00025244177006666826 0.00029863947452868952 0.00078745450112608576 8.3292140629341259e-06 2.9088300710703772e-07 -0.00065767628028005789 2.1586492627803032e-05 -0.00039179881531745196 3.0797227101683349e-05 9.1144315035015809e-05 -0.00022612553794386291 -0.00010846463884516961 -4.0949746330927124e-05 -0.00018726625065483549 0.0010203203154791549 0.00056626030436270579
leaf_count=3396 2450 21458 82259 9440 4949 20329 2603 17722 38247 1384 514 15031 1238 1265 4135 899 97 13044 63830 446 4208 754 10185 5424 6495 23141 6141 546 47 254
internal_value=0 -0.0423312 -0.0775208 -0.0180207 0.0398191 -0.158944 0.065464 0.0665846 -0.123682 -0.12908 -0.155336 0.0922865 0.00883837 0.0698811 0.127989 -0.0533402 -0.188705 -0.0445295 -0.0218028 -0.26637 0.0963442 -0.0446876 0.12199 0.0167454 -0.0957054 -0.0739334 0.00227508 0.227916 -0.194166 -0.0299073
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 6333 45046 26163 11132 8529 7291 2610 38391 127968 85288 1711 32869 4962 27907 7874 42680 36185 6655 4681 38294 82513
shrinkage=0.000887971


Tree=1911
num_leaves=31
num_cat=0
split_feature=785 519 727 728 803 678 666 609 533 332 1049 583 678 583 728 689 900 550 608 708 464 914 767 21 338 1097 1228 261 54 126
split_gain=83.3064 55.6308 55.4879 51.9483 66.0478 65.5987 64.9043 59.3901 50.5743 44.992 42.3821 45.6441 42.0825 41.4072 40.4611 40.42 38.1588 36.9712 36.5802 34.8527 34.1662 33.375 32.4239 32.3556 32.8195 39.2711 32.2454 32.1503 31.468 33.2243
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.9682860324222273 0.34708990927187483 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 1.0000000180025095e-35 1.4069177371033732 -0.55326332990463356 1.0000000180025095e-35 -0.55326332990463356 -0.49008176997875957 -1.1110989058077336 0.48923120718859159 0.29966714842153758 0.66665475971017707 -0.19491901412783988 1.0000000180025095e-35 2.4975337861131606 0.46370404152391853 1.0000000180025095e-35 -0.98257908251360637 -1.2571877020351898 0.9948761292206888 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 -3 13 5 8 12 -8 16 20 11 -4 -6 17 -1 -10 18 -2 -5 -15 -7 -21 -23 24 -16 -26 -17 -13 -11 -30
right_child=1 2 10 4 6 9 7 -9 15 28 -12 27 -14 19 23 26 -18 -19 -20 21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00013433822451624908 3.7930033665203672e-05 -5.8434435835344367e-05 -1.8010653353103023e-05 -0.00021174774892846439 -0.00022252954647452745 -0.00013842834715580517 0.00031808164798432115 -0.0005282227105141259 3.8731155671651885e-05 -1.569995632491603e-05 -0.0001161545201082688 0.00011486190426180427 7.2942887584142246e-05 9.2804212795683419e-05 -0.00016395217559116398 -6.31471927522036e-05 -5.7986474774637787e-05 0.00025142313131491242 -7.2536007081812728e-05 -6.7202277135108764e-05 -1.9601726811407372e-05 0.00049369850225023683 -0.00042787181852255694 0.00014291808861989228 -0.0002283901502652107 0.00011693420849637971 -0.00017651727537111442 0.00034271872405426538 -5.8485060700935441e-05 0.00015115343645191655
leaf_count=3396 16470 9447 2814 42311 2881 22886 3683 279 12047 26642 1805 3405 4547 5943 2603 67002 18294 2851 9819 33076 18438 668 175 15031 1238 7291 11695 4047 3185 7962
internal_value=0 -0.0429863 0.0579152 -0.0518132 -0.0672786 -0.0764426 0.0913876 0.302451 -0.106628 -0.0258367 0.145297 0.195999 -0.0325936 0.00666833 0.0758091 -0.0735537 -0.163474 0.0872416 -0.203845 -0.0361128 -0.0850121 -0.0667787 0.364185 0.102422 0.0173908 0.0791742 -0.0935388 0.279525 0.0215506 0.109967
internal_count=361931 332372 21518 310854 251671 240281 11390 3962 161168 79113 12071 10266 7428 59183 29559 90744 70424 19321 52130 39862 41324 33919 843 26163 11132 8529 78697 7452 37789 11147
shrinkage=0.00085349


Tree=1912
num_leaves=31
num_cat=0
split_feature=785 728 519 727 382 784 921 712 1230 1091 1016 747 746 588 830 133 911 540 537 595 1189 50 149 365 155 730 783 1089 913 73
split_gain=73.9345 50.0669 37.8938 60.8753 42.4486 38.1204 41.3793 37.3711 35.7274 34.274 42.9538 31.2567 32.7934 30.4414 30.0732 29.6268 29.8798 28.6801 34.0284 33.0949 30.1271 28.2889 31.1514 28.1546 27.6453 27.5643 48.0474 27.6243 27.2137 27.0935
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.63779424894106762 2.3457019632811744 1.0000000180025095e-35 1.0000000180025095e-35 6.1031850957970919 1.0000000180025095e-35 2.250834115212506 1.8227892136636004 2.7171092817986957 -0.88177944220274473 0.35001124564692748 2.1533051290640106 1.0000000180025095e-35 -1.0096337021262032 0.55630078546380823 -1.124318789755608 1.2772889819068622 0.85791629766231614 -0.33215574005720661 1.1155635910225459 2.1585352515949823 -1.0282579537198486 0.92727673172575076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 -4 8 9 23 -1 21 10 11 12 -2 -6 -8 16 -9 19 -19 20 24 22 -5 25 -3 26 27 -7 -12 -30
right_child=1 17 3 4 13 6 14 15 -10 -11 28 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00014360771636832452 -0.00018375376327347674 9.1703661231825383e-05 -0.00014544379941016617 -0.0002352525469405557 -3.4352228578375173e-05 0.00013849075150717329 0.00010777785343341572 -7.6627424543200518e-05 -0.00021762081557081197 -1.8576386808709398e-05 -0.00017099207234237565 0.0005845306356603232 -2.3154227576954046e-05 0.00039252992293574239 0.00048645213849754406 -0.00026622638517819868 0.00012047706087837648 -1.6460413501570981e-05 0.0005175436319448494 -0.00020014035757319072 -9.6905382450016651e-05 0.00051063336852703238 0.00025059369612269922 -0.00018196956212916351 -0.00021632183138557074 0.00011205756330529988 -8.4302805412137462e-05 -0.0004942798011521555 1.8327722953752132e-06 -0.0001456508628556042
leaf_count=3225 32368 8010 3824 505 5060 6353 6265 3087 529 94030 5672 167 6911 640 859 822 22425 14500 446 18186 56803 1155 4182 3431 1990 7308 14884 272 31735 6287
internal_value=0 -0.0408238 -0.0244062 0.0710651 0.13897 -0.0329176 0.0272717 0.0713031 0.251948 -0.0477099 -0.0849342 -0.155104 -0.16218 0.012079 0.169951 0.0959983 0.108746 -0.0898018 0.00272556 -0.109631 -0.087422 0.297839 0.226676 -0.0070633 0.0410668 0.0138367 -0.0260028 0.127318 -0.0423753 -0.0221372
internal_count=361931 332372 232437 15895 12071 216542 39372 29559 6371 177170 83140 39446 39279 5700 7124 26334 25512 99935 14946 84989 66803 5842 4687 32248 10000 28817 21509 6625 43694 38022
shrinkage=0.000887971


Tree=1913
num_leaves=31
num_cat=0
split_feature=785 728 784 677 602 784 878 921 727 519 268 43 971 859 954 498 285 1470 624 1429 212 1423 979 415 1189 155 647 590 1233 912
split_gain=60.2919 47.1748 39.7788 39.9532 67.0007 40.0631 40.5707 37.4546 35.5467 31.0032 57 30.3431 29.3637 29.0746 28.6453 26.2437 26.1607 26.0304 26.012 26.0283 30.4375 27.8881 25.6665 26.2665 25.4433 27.8829 25.2694 70.277 27.7234 25.4569
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 2.2744972866152193 -0.8891902375834092 -0.98545034728205338 0.98873640907070304 1.7577627508593003 0.78012259899056458 0.78209301887286675 1.8510888410503721 1.0000000180025095e-35 3.2747111352307567 1.0000000180025095e-35 -1.1195857208238145 -0.37465233959304217 -1.0096337021262032 0.84002401608733945 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 2.6843503068799532
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 18 9 22 -4 -1 15 -11 14 -10 -9 24 -5 -17 -16 19 21 -21 -2 -7 -24 25 -3 27 -26 29 -28
right_child=1 11 7 5 -6 6 -8 13 12 10 -12 -13 -14 -15 17 16 -18 -19 -20 20 -22 -23 23 -25 26 -27 28 -29 -30 -31
leaf_value=-1.6919644667831814e-05 -8.1514095464571543e-05 6.7789948812628113e-05 7.4485856582653216e-06 -5.3302595328201191e-06 -2.2199176570652382e-05 -0.00024419585195230211 -0.00011045726656110259 0.00045582570359467637 -0.00013419343101578923 0.00026164637794322905 -7.9148955154134153e-05 -0.00032531839718363446 0.0001517278760126374 0.00011085345224007159 0.00014782082422888618 0.0002425699579987236 -0.00024892698577117455 -0.00019470187093519723 0.00012995489756881663 -0.00026818056060438011 0.0012106959430265589 -0.00031887593707517271 0.00012402862057219629 -3.4003714856749993e-05 -0.00010435437475653225 -0.00021837471114017146 -9.9043975192293447e-05 0.00048863908417917917 -0.00025075058211638054 0.00078711492133111708
leaf_count=12551 18498 10652 34551 49937 45859 1814 23753 1153 1561 4912 3046 4157 15447 6442 4445 2714 516 1422 1609 15971 116 4568 7308 9670 3973 2804 61926 1001 9388 167
internal_value=0 -0.0361473 -0.0201964 -0.0346072 -0.0751263 -0.00825135 -0.0586515 0.0391744 0.0652928 0.0268159 0.145816 -0.0838076 0.131288 0.171075 -0.0763483 0.00732559 0.183325 0.0760901 -0.163245 -0.179113 -0.274057 -0.126095 0.0158305 0.03863 -0.0887693 0.0156104 -0.106194 0.0528041 -0.119452 -0.102367
internal_count=361931 332372 232437 190291 86621 103670 42545 42146 29559 61125 7958 99935 17008 7595 95778 53167 3230 5867 40762 39153 16087 23066 18792 16978 89911 13456 76455 4974 71481 62093
shrinkage=0.000942322


Tree=1914
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 12 727 712 1449 1430 651 232 1243 909 285 1181 706 736 1079 1012 508 354 175 553 1431 1384 1465 1464 416
split_gain=64.7297 50.2082 93.5301 53.7842 49.6316 43.5702 34.4685 34.4091 33.9627 31.2686 30.297 29.8142 29.1045 29.0806 28.2362 26.7853 26.4844 26.34 28.1557 26.0738 25.6057 25.4266 28.5546 26.476 25.6483 25.246 25.5053 25.4503 35.5287 27.8509
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.59727736220901595 1.0000000180025095e-35 -0.63779424894106762 0.74561756370782817 4.2254883379486126 1.1107569744011787 0.92584771804271815 1.473013388195284 -0.67290761646258057 -1.1152437199248966 -0.59467284272644005 -0.3535015761321067 1.0000000180025095e-35 3.0729769241839433 1.4711245761114824 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35 -0.40557632866038712 1.0099929608726099 2.0240922013875893 0.56487967955244278 -0.23713253973767043 -1.2405683649852424
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 13 6 8 -5 -1 16 10 -10 20 21 25 -9 -11 -2 -4 -19 -20 -6 22 23 -8 -25 26 27 29 -29 -3
right_child=1 3 17 4 11 -7 12 14 9 15 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-1.3200076103905647e-05 -0.00018540443114103971 -0.0001532847102627544 2.2907215188198565e-05 -4.3583854478007616e-05 -7.6065466171910479e-05 -0.00026790691107737667 0.00019225990307355107 -6.8452804174846859e-05 -0.00017362373522039 0.00048033823742633632 0.00083280902634709616 -0.00035334921873685326 -5.2712391297225592e-05 -0.00013948161792309824 0.0001572854655085425 -3.9709157660727513e-05 0.00010096015259575165 -1.8828907492980976e-05 -0.00013416897980313353 0.00063696449867710347 0.00053713799273813023 -3.7036554988445611e-05 0.00037677157957892839 0.00015928199157238951 -5.2475823997935637e-06 -0.00010231480424736778 -0.00016799145706193096 0.00017240700924191828 -1.3191477071046761e-05 -1.2022149202464624e-05
leaf_count=12551 2450 7679 30816 9440 4692 20329 9671 2491 38294 514 97 1384 4378 12354 14517 6141 5424 32414 19120 163 257 3544 1669 5574 8033 19208 4882 6670 9962 67213
internal_value=0 -0.0373746 -0.0716151 -0.0137721 0.0426874 -0.151201 0.0687609 0.0676616 -0.117558 -0.149497 -0.182406 -0.12189 0.0985378 -0.0396752 0.132468 0.00554585 0.024026 -0.0252564 -0.0581078 -0.135274 -0.0495595 0.122084 0.144807 0.126868 0.0693449 -0.0293114 -0.0158696 -0.0081064 0.0668182 -0.0260686
internal_count=361931 332372 155762 176610 48642 73249 42309 29559 52920 45046 38391 6333 32869 127968 17008 6655 7874 82513 51697 19283 4949 28491 24947 23278 13607 115614 96406 91524 16632 74892
shrinkage=0.000923845


Tree=1915
num_leaves=31
num_cat=0
split_feature=476 959 785 112 332 257 402 1071 1002 728 487 635 1470 651 263 1092 941 1319 710 1470 541 922 21 625 585 1114 486 225 921 429
split_gain=62.1978 59.6634 59.0658 43.8793 37.478 51.6795 41.5156 37.7695 36.5388 36.0817 35.2711 34.8219 34.789 34.0484 33.7104 35.9372 33.635 33.2244 37.1305 37.6749 31.7003 31.6872 30.8347 28.8596 27.3461 26.9741 26.9206 26.7137 26.688 26.0389
threshold=-1.0099296266851885 -1.2907225086880219 -0.86283290253235112 2.2718117149406565 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.69084194168817237 0.69854289147193727 -0.49008176997875957 0.35570349484642388 -0.97560297803411788 -1.1535394197080833 1.0000000180025095e-35 1.6445160113075163 2.9499917481720264 1.9607587081991176 1.0337238485416924 1.5115140669602134 -0.32567218528445913 -0.55676187874653171 0.8808338060330112 -2.7818205974049124 -0.62240508625585 1.0000000180025095e-35 2.8525174781912463 0.11034243713784427 -0.87231073405748061 0.62154522891879982 -2.2223528253577856
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 12 9 4 5 17 -6 8 11 -3 20 -8 27 -9 28 -16 -7 18 19 -4 -1 26 -12 -24 -11 -14 -20 -2 -13 -21
right_child=1 2 3 -5 6 16 7 13 -10 24 22 14 25 -15 15 -17 -18 -19 21 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.5097084060518166e-05 0.00041090598312690073 -0.00013430706172732539 -6.3657082314466133e-05 -0.00017136302788853713 -3.5129956202892001e-05 -1.2374719992822373e-05 -0.00011304943107795557 3.741167454843539e-05 -4.7324555020206528e-05 0.00017345430039772573 0.00056040140221232354 4.8565885377186185e-05 -0.000126140561272114 -0.00015287188806942505 0.00024125344271083644 -0.00030413587342379772 0.0001829565077588103 5.9846876735755456e-05 -4.7808450025734121e-06 0.0011231446142133566 -8.3515747804934975e-05 -0.00033764018458462813 -4.7874404205243681e-05 -0.00018208636944489756 4.4849205107776734e-05 0.00029733943622687112 0.00036361437001425259 1.8793781952491524e-06 0.00017246369800716431 -0.00021156414082025937
leaf_count=21047 664 2402 16091 8362 38091 42682 3052 5902 8065 10212 207 30117 33347 5114 5514 364 2876 4811 2023 56 37166 710 11167 26969 11632 667 1195 3556 6245 21625
internal_value=0 -0.0139346 -0.00201231 -0.0145597 -0.00897064 -0.0448935 0.0165184 0.0465809 0.0691391 0.0970976 -0.0865522 0.091724 -0.107374 -0.0597983 0.105854 0.24329 0.00131818 -0.110722 -0.136942 -0.165311 -0.0513268 0.0769266 -0.152749 -0.160001 0.123664 -0.137207 0.170492 0.0850526 0.082135 -0.242168
internal_count=361931 265375 227141 202895 194533 92069 102464 64373 53357 24246 96556 45292 38234 11016 42240 5878 45558 46511 41700 37772 58213 3928 38343 38136 21844 34014 3218 4220 36362 21681
shrinkage=0.00085349


Tree=1916
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 727 12 712 1449 1430 651 1243 1235 232 1030 705 777 755 982 1181 285 1023 508 354 175 553 1010 706 736
split_gain=67.604 53.2344 97.1844 56.4005 49.6472 45.9642 36.13 35.7353 32.9502 32.2966 30.3569 30.3268 30.1992 30.5472 28.7549 27.9523 27.1798 27.6499 27.2084 27.0835 26.6144 26.478 26.2099 25.6304 28.667 26.3724 26.5415 25.5427 25.6557 28.942
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 1.0000000180025095e-35 -0.59727736220901595 -0.63779424894106762 0.74561756370782817 4.2254883379486126 1.1107569744011787 0.14000445396469943 -1.24934742919911 0.92584771804271815 0.99422031274767553 1.2926767139969917 -0.14570385030964947 0.27356497111670858 2.9259986913243421 -0.59467284272644005 -1.1152437199248966 7.4366709976304533 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35 -0.44446617538538585 4.1811079772937587 -0.3535015761321067 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 12 7 8 -1 -5 20 10 22 -6 13 -3 23 -8 18 -18 -15 -20 -2 -11 -10 24 25 -9 -27 28 -4 -30
right_child=1 3 27 4 11 -7 15 14 9 21 -12 -13 -14 16 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-1.2817084772573091e-05 -0.00017874805362787076 -8.4389897344619707e-05 1.8300807060177217e-05 -4.1710507212864441e-05 -4.1437225826957743e-05 -0.00025797909382087531 0.00013773777469997827 0.0001826024918955554 -0.00016884123596683139 0.0004504894601846458 0.00078390346657756095 -0.00033369538863081244 -8.0287211819234772e-05 1.9097583768155022e-05 -4.7190545637518959e-05 -0.00017833790085035377 2.9137084258073445e-05 0.00033892664254332381 -8.0442215371462228e-05 0.0004603039214710786 9.1346573623667801e-05 -3.6442169575355664e-05 0.00099580950477268422 -3.3908158718199128e-05 0.00035716827589277536 0.00015839827512736704 -8.8938304088514965e-07 0.00055097207431947163 -1.9654421897019868e-05 -0.00012116790072902915
leaf_count=12551 2450 21458 30696 9440 4949 20329 16011 9671 38247 514 97 1384 42680 40805 4378 997 2538 1509 18631 347 5424 6141 47 3544 1669 5228 8379 254 32315 19248
internal_value=0 -0.0380828 -0.0733019 -0.013774 0.0440384 -0.154274 0.0691873 0.0701145 -0.119704 -0.151137 -0.184526 -0.120542 -0.0402928 -0.0172349 0.100434 0.135552 0.0047097 0.170516 -0.0072603 -0.0802197 0.0195526 0.00636946 -0.190048 0.123837 0.146653 0.128686 0.071274 -0.0260338 -0.0284516 -0.0609152
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 45046 38391 6333 127968 85288 32869 17008 63830 4047 59783 18978 7874 6655 38294 28491 24947 23278 13607 82513 82259 51563
shrinkage=0.00087056


Tree=1917
num_leaves=31
num_cat=0
split_feature=785 728 728 784 815 878 921 784 878 189 519 268 578 727 1376 954 927 1046 272 205 706 490 595 1394 1099 513 216 1470 415 284
split_gain=80.1118 53.4196 47.5744 42.0661 45.7323 56.3715 44.7882 37.533 38.7863 36.5614 32.9965 59.227 32.3931 31.8128 30.581 29.8532 29.6612 33.3263 28.4514 28.3558 28.0825 33.6747 27.582 26.8718 26.5262 26.4774 25.9615 25.1247 25.0168 24.7805
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0062439196653703 2.1420547332082829 1.0000000180025095e-35 -0.87905496296652397 -1.5722412400100421 1.6459028264842319 0.98873640907070304 1.0483613175537825 -1.4186728844878853 1.6568181847307961 0.81663018385003094 -0.43986514022076878 1.4230771739225063 1.0000000180025095e-35 -0.87085998388827057 0.98842746550066363 1.0454229551509682 -1.0968592592769404 0.78209301887286675 -0.44490770186202439 -1.4950250354433621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 9 29 10 28 14 -6 -12 -4 -8 20 22 17 19 23 -14 21 -2 -3 -19 -22 -18 -27 -17 -9 -5
right_child=1 15 12 6 7 -7 13 8 -10 -11 11 -13 16 -15 -16 27 25 18 -20 -21 24 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00016871951517301634 1.951360506732747e-05 -8.2517176210963175e-05 0.00028126342405425744 -0.00028681535751699805 8.1485397114973502e-07 -3.4334411035833618e-05 -0.00011984676479659451 0.00010080405355238607 -0.00011210843883836542 -0.00035688356711112169 0.00026164779167776723 -8.5101441732359753e-05 -0.00046519158495816464 0.00022396789800809645 -0.00036294567778800935 0.00013154604078894971 0.00034014237116477744 -0.00011555159028648489 -0.00019859382391571414 0.0009142467136328881 -0.00014204961777433665 -0.00043262911379926685 -0.00019565483960936903 0.00011266244691052245 -0.00053222045960872393 -0.00201565783954777 -8.3816254607059785e-05 -0.00020179896271594583 -4.9489906242630777e-05 1.0618960969831876e-05
leaf_count=3396 11012 74427 3407 1572 52910 45705 1294 7271 23730 6739 4912 3046 783 6301 4949 4512 2398 2300 1627 54 15517 1294 19547 15171 1628 44 379 1449 11578 32979
internal_value=0 -0.043482 0.0730442 -0.026531 -0.0413195 -0.0842205 0.0343698 -0.0129544 -0.0616677 -0.163088 0.0211029 0.143556 0.102005 0.178162 -0.133045 -0.0940026 0.073797 0.0459564 0.0634601 -0.376319 -0.108557 -0.0183519 -0.106327 0.0874262 -0.177511 0.282248 -0.276333 0.0605679 0.0110456 0.000238545
internal_count=361931 332372 29559 232437 190291 86844 42146 103447 42579 41139 60868 7958 26163 7595 34400 99935 22756 19935 19098 837 29451 12306 93974 17471 17145 2821 423 5961 18849 34551
shrinkage=0.000942322


Tree=1918
num_leaves=31
num_cat=0
split_feature=785 516 789 691 429 921 728 513 583 485 713 689 581 911 694 902 290 761 126 799 768 258 728 776 1193 564 679 858 701 796
split_gain=33.435 29.9048 32.6716 31.3008 30.6967 30.1948 52.2782 50.0781 62.4352 44.6936 41.201 40.753 40.7365 44.1166 39.6078 35.2765 41.9662 34.48 30.4777 30.025 29.5596 27.9074 27.6052 27.3316 26.8944 26.6653 26.6225 26.5314 26.7922 26.2552
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 0.15595171202395139 1.3716071297642392 1.0525743831388839 -1.3163276726681863 1.0454229551509682 -0.55326332990463356 0.4697464522978691 1.0000000180025095e-35 1.1511195098725142 1.0000000180025095e-35 0.77693903076620996 1.4410699139383063 -0.204299180748722 1.514851825702467 1.5021234709567175 1.402259659649604 1.0000000180025095e-35 1.0947458759337851 1.1203171907964993 -0.49008176997875957 2.5659293755304176 3.7217432733790368 2.2668915950075288 -0.56041393223308222 1.0825608069246189 -1.2451390148436692 -0.75739456769098112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 3 5 4 -2 6 9 15 -9 19 -7 14 13 27 -11 -8 21 23 -19 -3 24 -17 -1 26 -18 -4 -12 28 -10 -15
right_child=1 2 25 -5 -6 10 7 8 12 11 17 -13 -14 29 -16 16 20 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012244842933721361 -0.00035194047517500722 0.00092601111861513434 -0.00085716481710201419 -0.00090560770272194466 0.00088027894682605535 -0.001190837488568489 -0.00090775052269126107 -0.0009465090950942453 -0.0037416524132613993 0.0034959837868890537 0.0018083560757686261 -0.0014908065742112108 0.00025732059251892781 0.0027165927123083519 0.00094823678583854341 -0.00014818956676556706 0.00081108695749086007 0.0036112137956214943 -0.0017547271118194176 -0.00090369705814084974 0.0051310176320015777 -0.0019377995245461342 0.00066985175603366846 -0.0063688995733929372 0.02012047191967218 0.0022793146526704274 0.00020614253341208315 -0.00073438788664218293 0.003423389181708098 -0.0018179937927224846
leaf_count=3396 82078 6570 22768 49242 8959 3563 44386 7410 200 3887 5368 1337 10065 609 4614 43161 3159 2588 405 6813 672 4798 26163 260 23 956 11336 648 5201 1296
internal_value=0 -0.0218288 -0.00438208 -0.0498168 -0.0250063 0.00682965 -0.00591168 -0.0257928 0.0558468 0.0880438 0.0787644 0.196496 0.123004 0.231202 0.248464 -0.052348 -0.0129413 0.117456 0.32585 0.00373195 0.194211 -0.0334823 0.0542407 0.0780668 0.109457 -0.0816248 0.0876691 0.31782 0.364452 -0.0417924
internal_count=361931 332372 192093 140279 91037 168369 144849 121628 25429 23221 23520 9838 18019 7954 8501 96199 51813 19957 2993 13383 3854 47959 29559 16964 3182 23724 16704 6049 5401 1905
shrinkage=0.00875296


Tree=1919
num_leaves=31
num_cat=0
split_feature=614 785 332 395 540 1065 657 712 1323 1002 21 497 1436 1097 728 87 125 1010 1463 1458 210 1452 87 269 1465 1452 1469 21 1455 947
split_gain=70.759 63.5815 53.3114 71.6395 48.4688 50.1581 43.6773 43.3705 43.1439 40.7223 34.7817 34.3931 34.304 34.0653 40.7949 33.5845 32.7234 28.7016 27.6547 27.3045 30.8634 27.0287 30.352 26.9847 29.9655 39.2029 33.413 26.6627 30.1677 31.021
threshold=-1.0625654336828987 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 -0.29429909822911982 -0.63779424894106762 -0.77783235518120974 0.69854289147193727 -0.70163543588998201 1.5729800777409018 0.60428344764309971 -1.2571877020351898 -0.49008176997875957 1.0061381596139476 1.5320262332576917 4.1811079772937587 0.29882605968400883 -0.63701179010696707 1.0122259716322446 0.79547082264194502 0.25243259532600248 -1.2832447556410924 -0.40523020188868136 0.52142301186363793 0.078137871353226335 -2.7818205974049124 0.80851755981579754 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 13 3 7 -4 8 -7 21 16 11 27 -10 -9 -2 -15 18 -6 -5 -12 -14 -21 22 -3 -16 25 -25 -27 -1 29 -29
right_child=1 2 4 17 5 6 -8 12 9 -11 15 -13 19 14 23 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00050404109434616911 -0.00013162964576881629 2.9307010128705148e-05 -5.1368366490509544e-05 -2.2584612222111941e-05 -0.00012560045051610924 5.8744063044284445e-05 -0.00019171268399324358 -0.00019571830681439312 6.3846579904148882e-05 -5.5217842612080421e-05 -0.00013579528552252161 0.00020634964743799261 -0.00028071402733025812 -0.00015343962665032593 -0.00013915893831496773 -0.00028238470210829685 0.00020192323038640563 0.00062868398203202319 -1.1131373684638409e-05 -4.2161128985639774e-05 0.00035105802428666552 0.00027819119317852386 -0.0003317108872681076 0.0001045903387762692 0.00019547637885287009 -9.1010756776573764e-05 -0.00081791363472171125 -0.00017347402427567935 0.00010447494035774042 -1.4422931803514118e-05
leaf_count=337 2778 4950 52203 58875 8945 3706 6011 39596 42010 8302 36578 6412 1849 2348 1356 7065 1219 241 11310 5403 963 1293 1555 6815 12639 1002 304 14551 5135 16180
internal_value=0 -0.0185722 -0.0305199 -0.0697891 -0.00275201 0.0286102 -0.105544 -0.143288 0.0492523 0.0694723 -0.0979501 0.0923195 -0.177491 0.0783282 0.103595 -0.137167 -0.0866772 -0.0216586 -0.115037 -0.0426127 0.0270571 0.0149399 -0.0499982 0.131184 0.150443 0.0509691 -0.28161 -0.0351229 -0.0434299 -0.078943
internal_count=361931 270775 243533 114725 128808 76605 9717 55609 66888 56724 91156 48422 47811 27242 24464 54953 10164 59116 47888 8215 6366 7798 6505 22116 20760 8121 1306 36203 35866 30731
shrinkage=0.000905731


Tree=1920
num_leaves=31
num_cat=0
split_feature=43 1454 1452 363 54 21 21 1222 1467 1452 1450 1450 1226 1462 1462 1465 1468 21 1451 1461 1458 1468 1468 982 1454 1112 1463 1450 125 1459
split_gain=31.3499 29.3286 39.6602 30.0091 29.6256 33.4268 29.41 32.7178 36.1851 41.8505 41.2683 51.3414 29.2646 28.9218 46.2103 62.5341 44.4007 37.733 36.9013 33.7677 50.9621 33.6186 31.0474 32.4784 30.3546 29.736 29.548 46.8032 30.4095 30.1895
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 0.86082080199664757 -0.42445565733332025 -1.6471741456694959 1.189441983669046 1.0000000180025095e-35 1.2900937263942669 1.3443654743737397 -0.68397754828010371 -0.53957858280654969 1.3976603854473784 0.64216061943476632 0.4911404330263035 0.91277654818429999 1.1169629351287809 2.1349806934485605 2.0946814787157892 1.2257192582534573 -0.66626202780038846 1.1169629351287809 1.0056208477415762 0.38579226700199115 -0.53254169354491554 -0.037478765822099261 1.5896008821182519 0.58910982291428715 1.5320262332576917 1.2659885913983882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -3 -6 -7 8 10 -10 -8 -12 13 14 19 -16 18 -18 22 26 -21 24 25 -24 -22 -15 28 -28 29 -1
right_child=-2 4 -4 -5 5 6 7 -9 9 -11 11 -13 -14 16 15 -17 17 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00012747414837211218 -0.00048588135294871221 -0.00016322029759488496 -0.0021356877042604514 -0.00085487641122426945 0.0031539583190040021 0.00014705360898167665 -0.0022243896591891072 0.0023907802060113533 0.0043113927735021467 -0.0019349408297126998 0.0036690847124791915 3.432787067399291e-05 -0.00094038673019513871 -0.0016990489850887617 0.0016273438725386412 0.011324891956724615 -0.0030961120016219285 -0.014396146448047072 0.0056980665229148589 -0.0013349779603031246 0.0012441823715587414 -0.0017688590379244245 0.0012559057517884658 0.01537956886452985 0.0040899697978106853 0.00013976452690647276 0.0029417547685287359 -0.0054294369106884423 0.00099760308790412789 -0.002167951907036413
leaf_count=80011 74777 56105 4165 21208 1358 63770 1854 3588 1150 367 1354 6429 12187 5890 2066 210 1167 115 273 1888 2335 610 185 69 2093 5610 1913 304 6456 2424
internal_value=0 -0.00443474 -0.0271743 -0.021356 0.0186564 0.0458957 0.0400897 0.124927 0.0680893 0.355876 0.0170905 0.083287 -0.00872865 0.00237674 0.0156507 0.329664 -0.0976659 -0.516919 -0.0561546 0.00799719 0.155689 0.265646 -0.0766687 0.726659 0.33006 -0.0937585 -0.00418349 0.254989 -0.0107583 -0.0239227
internal_count=361931 287154 151179 147014 135975 79870 78512 14742 11154 1517 9637 7783 125806 113619 100310 2276 13309 1282 12027 98034 6926 5038 11754 254 4428 11500 91108 2217 88891 82435
shrinkage=0.00792782


Tree=1921
num_leaves=31
num_cat=0
split_feature=785 470 723 464 508 203 591 967 896 955 475 498 684 727 492 965 979 971 494 827 276 423 487 486 1382 489 1260 567 21 1248
split_gain=30.6724 29.236 39.6003 42.3135 40.6736 39.3302 29.6394 28.5219 28.416 36.8837 30.1359 26.827 26.7878 26.3255 26.1478 26.1352 25.6813 25.5305 24.9005 24.8218 24.1942 25.4259 23.9443 26.4687 25.8342 24.7279 26.871 23.6408 23.4083 23.7682
threshold=-0.86283290253235112 1.0000000180025095e-35 -1.0570063487222232 1.0000000180025095e-35 0.93928964529742032 1.0605395091208547 -0.73065235057769284 0.18529072009771122 0.73822046824604237 -0.56067130660624642 1.0000000180025095e-35 1.9004659221911799 -0.58965889020528339 1.0000000180025095e-35 -0.62605702236132776 0.10980254379742337 1.9936680595669429 -0.8891902375834092 -1.1345378868491331 -0.44105995428747874 -0.18220788014820424 -0.38924676716410322 1.7255804958297805 -0.39045906510588785 -0.50244069845671124 -1.27707288236072 1.6579462149805495 -0.88617367581498852 -0.32341995197817647 1.3282691805558753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 4 5 15 7 -6 12 9 10 -5 16 -4 -1 27 18 20 -15 -2 -20 21 -3 -22 24 -24 26 -26 -7 29 -21
right_child=1 11 3 8 6 14 -8 -9 -10 -11 -12 -13 -14 17 -16 -17 -18 -19 19 28 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00017454864073271464 -0.0015866614819153152 9.6389956297908592e-05 -0.0011260183793428021 0.0010676392519627614 0.0045808886723792764 -0.0048250545692808703 0.00102955386580845 -0.0019212725002339152 -0.0016202230638777172 -0.00048503889225769619 -0.00083425219664074661 0.0010781721329853834 0.0002470615002247752 -0.001309558470585886 -0.0034969487823786308 -0.00099078721633956706 -0.001370088162108309 0.0012309028657732882 0.0026606905265776702 0.00085142975314442932 0.00026945126164409569 -0.0006192346276331144 -0.0050459184082344245 0.0014567114371373429 0.003789608999054683 -0.0015828527767768302 0.030148600845255977 0.00028602214781363772 -0.00096090816071402445 0.0061128994882258701
leaf_count=12551 2681 36279 18532 12517 1150 1242 3654 12424 7267 44115 4641 7323 14358 1561 11245 9062 5805 15447 2537 3412 78714 43811 1277 1007 133 2113 21 3444 3190 418
internal_value=0 -0.0204792 -0.0469353 -0.0662224 0.0357759 -0.127185 0.21489 -0.0934745 -0.0317417 -0.0169817 0.0674029 -0.00241822 -0.0544826 0.0524115 -0.287617 -0.0126015 -0.00840757 0.109801 0.0592843 0.108486 -0.00330177 -0.0316034 0.0222191 -0.148532 -0.256756 -0.112941 0.854483 -0.0886345 0.0344222 0.164032
internal_count=361931 332372 155889 129785 26104 61245 4804 45314 68540 61273 17158 176483 32890 29559 15931 21300 169160 17008 12238 9557 163355 80090 83265 4551 3544 2267 154 4686 7020 3830
shrinkage=0.00892802


Tree=1922
num_leaves=31
num_cat=0
split_feature=1147 785 543 1469 1452 21 1453 1238 1393 1394 1041 21 416 997 784 1467 464 1468 415 1454 728 578 289 47 1329 561 1109 1464 834 21
split_gain=30.1171 30.7621 25.9693 26.3062 29.3774 31.0376 31.4342 27.7682 28.1782 28.1305 26.856 26.2223 31.1898 25.0829 27.5158 24.9979 24.4352 24.4318 24.3862 24.361 24.3287 24.898 24.2775 26.8151 24.0637 23.7273 23.6835 23.6477 30.3689 28.9457
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -1.0470123060412753 0.82711375264874976 0.43301101584543472 3.2626363377132068 -0.40677623306953564 1.1418940604555068 1.0744581923491976 1.5350240739057985 -1.4580664037135931 -1.4948860896490075 -0.55302200848745542 0.9594655836162902 4.5114904631235966 1.0000000180025095e-35 1.8034839195215984 -0.14827395005965505 -0.84722408107669478 -0.49008176997875957 -0.87905496296652397 0.43714306223064986 1.3600231693380471 -1.0681546936440298 -0.89079202711225747 -0.2008617000758437 -0.37108902840936864 0.5324536929986895 3.0805194032280743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 11 -6 10 8 13 15 26 12 -3 14 -5 -9 18 19 -4 -14 -1 -22 23 -18 -25 -15 -7 28 29 -23
right_child=-2 2 16 7 5 6 -8 9 -10 -11 -12 -13 17 25 -16 -17 22 -19 -20 -21 21 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0009392095230619324 -0.00043373630357260759 -0.0075969973966519902 -0.00051181398975234309 0.00025966285539869472 0.0017465914830105871 0.0025733648871755091 -0.0050493806598027168 -0.00050014012068791208 -0.00056583401081587118 0.00045275293546651627 -0.0056396146153862917 4.1198787413547696e-06 -0.011381632652740028 0.00062792615624562614 0.0013521562515030445 0.0040727981550454017 -0.00085082731463181275 -0.0024588685780133944 -0.0021043323960493448 0.0040898957239102786 0.0020268558331510492 0.00047359317248991375 0.00074788803959098061 0.013366404383199519 0.0015289966526443111 -0.00017532209426014551 -0.00079384783676656671 0.00091705580738888606 -0.0018016162890096494 -0.01100213148040682
leaf_count=2755 71440 104 8470 26703 5602 861 273 72744 16349 10030 178 26177 30 10557 6686 260 11005 169 7338 924 2923 5857 5450 40 798 53820 992 11292 2037 67
internal_value=0 -0.00353901 -0.0111069 -0.00359634 0.0493051 0.160088 -0.0436833 -0.0144266 0.00660819 -0.049064 0.0460995 0.0153188 0.313166 0.0205216 0.0684852 -0.0664876 -0.0789033 0.39393 -0.163591 0.518674 0.0685934 0.0913959 -0.0221778 -0.0852644 0.311966 -0.00512545 0.115223 0.0642309 -0.0243846 0.052029
internal_count=361931 290491 265560 232459 35310 7906 2304 197149 114115 83034 2031 27404 1227 97766 33389 73004 33101 1123 15808 954 24931 22176 17293 11843 838 64377 1853 19253 7961 5924
shrinkage=0.00718047


Tree=1923
num_leaves=31
num_cat=0
split_feature=1362 50 56 188 1039 426 1470 799 1455 283 1469 765 1012 1400 197 629 691 424 419 567 1392 322 810 21 1309 551 565 829 905 74
split_gain=28.6557 27.726 37.8199 31.7437 31.7893 30.1787 30.58 30.2701 26.3959 25.5812 25.3127 27.2126 24.0846 23.8923 23.7939 23.5612 23.1642 23.9451 22.81 22.587 22.5616 21.9887 21.9483 27.7817 27.3826 28.2344 27.0377 26.9306 24.4189 24.2039
threshold=1.0087403405179345 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.58894358108911671 -0.95652101028818559 -1.3664195657027294 -0.58454210970522613 8.4982874954323897 -1.218209174498915 -1.3263328046252252 -0.068092590791301963 1.0000000180025095e-35 0.14409763052125699 1.7525974049969186 1.7152085040206202 0.45160791900839581 1.1048431430911021 0.93299524386297827 -1.2976258062848307 -0.70016306739775025 1.4725277493311824 -0.65819684525605759 -0.13431221002227373 1.0000000180025095e-35 0.70075070563467123 -2.1599901042592919 0.11581065792802152 0.20371781289284141 -1.1739816008941835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 13 -4 -7 10 22 19 18 -12 -2 -5 21 -3 -14 -18 -8 -6 -11 -1 23 28 -24 26 -26 -28 29 -9
right_child=12 15 5 4 9 6 7 8 -10 20 11 -13 16 -15 -16 -17 17 -19 -20 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00054986023386751519 -0.00024466530837466101 0.00033858113004050914 -0.00067159806277540892 0.0010002375602000426 -0.0036705439379369083 -0.0031070255424395536 -0.00158839662340666 -0.0026435250128963115 -0.0085476892278013288 -0.001650154452695752 0.0014170586829895947 0.00011208133127896104 -0.00067642599268926751 -0.00065208517696879829 -0.0024175660925360365 -0.00072158067514238263 -0.0029692132208576807 0.0006350805772356331 -0.012243683401887929 0.0028111979707946696 -0.00030820360089399835 -0.0022184371435940986 -3.5911189177728618e-06 -0.0006982691178548723 0.018113003787141042 0.0020922997941670738 0.00085511434757635423 -0.00081481401099827658 -0.00058076783683953304 0.0011319175208910025
leaf_count=52550 35566 65692 18435 10114 252 750 318 667 95 6028 10645 8030 13391 3782 4805 6490 4999 1359 67 1257 20313 5448 43015 18264 24 3480 9491 3680 5320 7604
internal_value=0 -0.00440023 -0.0175218 -0.0551014 -0.00938746 0.00583751 0.0181512 0.0212731 0.00470658 -0.0566143 0.0998089 0.111764 -0.0660638 0.0756843 -0.0971485 0.0315231 -0.14663 -0.296339 -0.422645 0.244058 -0.0733364 -0.0842173 0.00595051 -0.0383671 0.0317565 0.10183 0.05767 0.0537342 0.0380555 0.114232
internal_count=361931 306616 234434 104549 41746 129885 111450 110700 91640 27850 19060 18675 55315 13896 62803 72182 19749 6358 385 1509 26341 57998 91545 31855 59690 16675 13195 13171 13591 8271
shrinkage=0.00777238


Tree=1924
num_leaves=31
num_cat=0
split_feature=614 785 332 395 540 1065 657 1323 1002 712 1077 497 125 1097 713 1436 21 87 1010 1458 210 705 203 910 1450 772 1361 269 1465 1452
split_gain=64.9939 58.5609 43.9471 61.6958 47.9605 50.124 42.9028 40.7341 38.377 35.8527 33.1256 33.0056 32.6577 31.7453 38.6894 31.1408 30.5488 34.0318 27.8286 27.2941 30.2756 26.969 29.0943 28.5425 28.0497 34.4439 30.7244 26.8875 27.9641 32.5902
threshold=-1.0625654336828987 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 -0.29429909822911982 -0.77783235518120974 0.69854289147193727 -0.63779424894106762 1.4357019976763823 1.5729800777409018 1.5320262332576917 -1.2571877020351898 1.0000000180025095e-35 0.60428344764309971 -0.70163543588998201 1.1241425661438782 4.1811079772937587 -0.63701179010696707 1.0122259716322446 1.4811233430041424 1.0605395091208547 3.0735509577037226 0.95337257963916655 2.4282295930523143 1.0000000180025095e-35 -1.2832447556410924 -0.40523020188868136 0.52142301186363793
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 13 3 9 -4 7 -7 12 11 -3 16 -9 -6 -2 -15 21 -1 -18 -5 -17 -21 22 24 -24 26 -26 -11 -16 29 -29
right_child=1 2 4 18 5 6 -8 8 -10 15 -12 -13 -14 14 27 19 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-3.8962816902510179e-05 -0.00012050331925967642 1.1205105547243261e-05 -4.8068706471330473e-05 -1.8291591862832055e-05 -0.00011666371116167522 5.629220571046282e-05 -0.0001827069501142583 6.1781461318252258e-05 -4.9337702816798254e-05 -0.00027035641560584767 5.7529306722138449e-05 0.00019622504981836123 0.00019846453883663769 -0.00015772696927106425 -0.00013639155482350851 -0.00026294544417699423 -0.00010694726100099468 -0.00029534307207306192 0.00059993905862601091 -3.2223139136307151e-05 0.00034296493831240235 0.00010580663586908511 -0.00036403658685421543 0.001604090798515942 -1.1206936042986381e-05 0.0013469792398528074 -0.0001082502415297152 9.5779012386454322e-05 0.00018264280818909256 -0.00021688718942653563
leaf_count=33126 2778 7798 52203 58875 8945 3706 6011 42010 8302 15938 7698 6412 1219 2133 1362 1849 44424 5908 241 5403 963 1637 7956 46 3232 73 10714 6884 12758 1327
internal_value=0 -0.0151709 -0.0266686 -0.0624484 -0.00142883 0.0298197 -0.104519 0.0504923 0.07016 -0.13107 -0.0914671 0.0923774 -0.0819153 0.0779937 0.102418 -0.162454 -0.106452 -0.145099 -0.0177827 -0.0336195 0.0361852 -0.199552 -0.216154 -0.400635 -0.183368 0.0292515 -0.215668 0.127698 0.14678 0.0512167
internal_count=361931 270775 243533 114725 128808 76605 9717 66888 56724 55609 91156 48422 10164 27242 24464 47811 83458 50332 59116 8215 6366 39596 37959 8002 29957 3305 26652 22331 20969 8211
shrinkage=0.00087056


Tree=1925
num_leaves=31
num_cat=0
split_feature=785 728 871 712 125 878 50 72 487 954 1237 885 595 930 728 1375 1362 854 927 730 585 279 486 692 1455 251 1470 401 617 806
split_gain=80.9235 64.1793 41.2818 37.5032 34.6553 34.2314 32.196 37.5127 32.1202 31.7298 31.0868 30.99 30.0068 29.1908 42.3749 28.2395 30.5517 28.1111 31.055 32.2754 28.9786 27.9757 27.5203 31.3933 26.0049 27.1771 25.5191 25.3795 25.1482 25.1153
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 0.58518330826110332 1.6473864309851525 1.0000000180025095e-35 -0.78513032087958678 1.6304501485392697 0.98873640907070304 1.4298092310842805 3.5474713574483379 1.0000000180025095e-35 1.0000000180025095e-35 -1.3163276726681863 -0.27377523386692942 1.0087403405179345 -0.87473648844905705 1.0483613175537825 -0.33215574005720661 1.0000000180025095e-35 -1.1236965554332967 1.4946717929335269 -1.534747940352488 0.75934798726561159 1.0000000180025095e-35 0.78209301887286675 2.6445107718578433 0.48776982928048135 0.53322213276968733
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 6 11 7 -2 15 12 17 21 -3 14 22 16 -4 -5 19 -19 -21 -6 23 -8 25 -13 -11 -20 -7 -15
right_child=1 9 8 10 5 28 13 -9 -10 26 -12 24 -14 29 -16 -17 -18 18 27 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014302031964084932 -0.0001746645779432397 -8.1659446155889115e-05 9.1701800821692002e-06 0.00030718503227020064 -0.00011092188537170267 -0.00021734262015081577 -0.00017608074281763497 -3.8485175915197694e-05 -0.00030437844095650021 0.00012868218441140674 -0.00014765885428291161 0.00010932303196404194 -0.00019482302564410037 4.133462788191003e-06 -9.2648005728340204e-05 -0.00013849999054805777 -0.00020267859244078583 0.00012112326017404966 0.00032114478327530528 8.588902281284931e-05 -0.00015682932331268943 7.0477434340221446e-05 0.00037855782186024659 0.00010733806702733482 -0.0012954087028640155 -0.00089667863552340651 -0.00019425525161156966 -0.0007211557614820144 0.00029391344368913765 0.00010770872485623407
leaf_count=3225 14593 74427 20934 2402 3766 2592 2242 49439 3878 4512 1892 264 19547 36927 23232 16673 4824 12628 2587 3218 3469 35919 833 5122 92 135 1449 138 375 10597
internal_value=0 -0.0417511 -0.0231506 0.0753656 -0.00991786 0.0396225 -0.0278712 -0.0699156 -0.0899829 -0.0970684 0.100038 0.0553896 -0.109748 -0.00109598 -0.0532799 -0.0730636 -0.0240719 0.120092 0.0966556 0.0678897 -0.0442782 0.061862 0.0768604 0.0324693 -0.441344 -0.229237 0.0623595 0.314915 -0.169849 0.0309191
internal_count=361931 332372 232437 29559 186128 43143 142985 64032 46309 99935 26334 40176 93974 78953 31429 42431 25758 24442 22040 19315 6687 39685 8197 7364 491 399 5961 2725 2967 47524
shrinkage=0.000905731


Tree=1926
num_leaves=31
num_cat=0
split_feature=181 1454 1452 21 1455 1461 21 1466 1453 1453 1464 21 1465 1458 1449 21 1463 1454 1458 1467 1458 1467 1458 1451 1458 1470 1465 1455 814 334
split_gain=57.6688 47.9996 46.9834 40.9148 60.1158 54.9144 45.6787 41.8077 40.4471 40.2715 47.8737 59.8518 60.2399 45.8254 75.7559 54.9736 65.1341 54.4949 47.5975 44.6412 54.6883 43.6855 41.0939 45.8785 41.4093 40.6692 38.6309 38.1837 48.4764 37.9608
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 -1.0798509198017876 0.46304910557563933 1.6859053074631882 1.189441983669046 1.2338320192623506 3.5235182473523379 1.9142027959396961 0.98643841804850318 2.3240884354044633 0.48890525498502457 -0.6965956982293865 0.021872375812114746 2.1349806934485605 0.017504712771633606 2.6579444067051354 -0.21238062798407994 -0.2443694657244202 -0.34425841020341802 -0.52300661058548015 1.0000000180025095e-35 0.20971383832489085 0.15681264966731423 -0.67653020368304262 -0.32159838348241315 0.8703138515806228 3.3844084325317341 3.3282589927146211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 29 -5 -6 9 10 11 13 -13 14 -8 18 25 -18 19 -15 26 27 23 -12 -24 -17 -21 28 -20 -3
right_child=-2 3 -4 6 7 -7 8 -9 -10 -11 22 12 -14 15 -16 16 17 -19 21 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.5422079189246822e-05 -8.6301023488276251e-05 -9.3675313363795023e-05 -0.00028639798669826381 -1.6343469456919728e-05 0.00040890002613741186 0.00047617228664151133 0.00015529159420242449 -4.4760308068008175e-05 -0.00027845953907683785 0.00041186114586259909 0.00021075978680174551 -0.0004473848983130864 0.00031238550736792695 -0.00046877624253823631 0.0010083460927820768 0.00011852815305681915 -0.00022276993075398318 0.0012585530009761843 0.00049078569730925546 -0.00049924518794391536 -0.00055761038082535427 -6.6240333642159137e-05 0.0010361408724364875 -0.00060514766096293824 0.00032165647275947157 0.0010476919117587209 0.00044378042499106844 -0.00019941434330736203 0.0038350858038210724 0.0020187492773788757
leaf_count=146858 75166 6544 4160 102408 3497 828 2656 1072 1092 1436 2242 1811 497 1901 426 259 777 96 1035 214 502 2828 376 376 1097 452 899 374 21 31
internal_value=0 -0.0150687 -0.0439101 0.0142991 0.141432 -0.000896531 0.00283738 0.323326 0.0907156 0.112487 0.0852399 0.0282901 -0.284797 0.0867465 0.313594 0.013441 0.35235 -0.0407368 -0.0644422 -0.258988 0.000392269 0.080026 0.285344 0.11715 0.547857 0.778114 0.267561 0.379062 0.577902 -0.0841684
internal_count=361931 286765 151018 135747 11972 7403 123775 4569 21367 20275 18839 14748 2308 12440 3082 9358 1584 873 7774 3516 1615 4258 4091 2618 1473 711 1113 1430 1056 6575
shrinkage=0.000942322


Tree=1927
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 815 1154 1023 1043 1229 995 1096 263 529 846 1081 1314 405 1458 324 1469 497 728 382 1400 629 73 1459 1217 1450 341
split_gain=70.2476 57.9253 44.2345 50.6923 40.4438 79.4851 41.2115 53.9873 40.3064 36.179 35.738 30.2395 29.9464 29.4925 28.8629 28.8203 28.4507 28.3953 30.2058 27.7447 26.8992 37.2041 32.6413 28.7372 30.8677 28.5832 26.8714 29.4406 27.8275 26.3671
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 1.0000000180025095e-35 1.0000000180025095e-35 1.0033664599103493 1.0092399748889116 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6445160113075163 1.0000000180025095e-35 0.20898296067381433 1.0000000180025095e-35 -0.63398465305558782 3.5736363738346935 -0.72983201679721443 1.0000000180025095e-35 -1.2673214316849539 2.0895063784560848 -0.49008176997875957 1.0000000180025095e-35 -0.8206744095643792 0.75161834445288445 -0.7314722556042953 0.53912233727729608 1.9780750160580907 6.3256978922114095 1.3462168560862613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 29 5 8 13 -8 9 12 16 26 -2 20 17 -10 -1 -7 -19 -14 23 -22 -23 25 -25 -6 -3 28 -28 -4
right_child=1 11 3 -5 6 14 7 -9 15 -11 -12 -13 19 -15 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00011002407512392588 -6.6079278603371522e-05 -0.00013630341878495165 7.0478896329093235e-05 0.00038789145943517259 0.00019574382842957606 0.00012639572647226452 0.00011016750884368444 -0.00015952444651656976 -0.00023792840716375607 -0.00027918609509715173 -4.9335893304163105e-05 9.3947705203466871e-05 0.00024440841381561198 -8.4799228982099828e-05 -8.1241215152919722e-05 1.5534190173664215e-05 -0.00080470719965761281 2.1823063587567463e-05 -0.00012289219766975677 -0.00032486746962393019 -0.00016579152130199838 0.00030567494691431549 1.8744730512666887e-05 -1.1293908808149189e-05 -0.00011160578388614966 -8.5914202334770637e-08 -5.3393580360741178e-06 -0.00054600746643531837 0.0012069734960704535 -0.00023428053451660197
leaf_count=21115 15029 54652 9281 1780 4262 7166 16150 2958 3302 18730 8295 3060 397 28597 23048 9844 149 23689 8215 7031 1479 2992 2647 49066 16382 9026 11586 460 62 1481
internal_value=0 -0.0415046 -0.0275809 0.0940739 -0.0346207 -0.0692507 -0.0107011 0.0737491 -0.150758 -0.199789 0.0676461 -0.108126 -0.131481 -0.0275994 -0.0203615 -0.0408365 0.11299 0.0138946 -0.014025 -0.29248 -0.00850595 0.110988 0.18589 -0.0206433 -0.039333 0.0706814 -0.121477 -0.0198882 0.0049884 0.039002
internal_count=361931 332372 262552 12542 250010 116451 133559 19108 54333 41187 29559 69820 22457 114451 62118 13146 21264 39070 31904 7428 85854 7118 5639 78736 65448 13288 66760 12108 11648 10762
shrinkage=0.000923845


Tree=1928
num_leaves=31
num_cat=0
split_feature=888 522 694 954 691 21 795 64 1246 1108 51 21 1449 276 1458 626 1452 556 151 220 592 516 564 900 1359 1457 113 905 9 2
split_gain=29.5667 27.7513 31.2628 29.8582 28.1767 27.6803 24.5345 24.8119 25.7242 26.2406 24.4043 24.892 35.7455 34.0314 32.2644 32.1711 31.2635 30.4835 29.3927 28.1044 25.8048 48.3749 30.1292 25.6883 25.3109 24.856 24.6603 24.47 23.9678 33.9731
threshold=1.0000000180025095e-35 -0.71745339412579689 1.4410699139383063 2.9053803668447165 0.11682074345248079 -1.8362818876253988 -0.29258408639884992 2.3070226723580869 0.92272607649588823 -0.33742104342896556 1.8613588887694643 -0.32341995197817647 1.1079199123424177 0.8569231389451919 2.0019660229778804 -1.4161865036519854 0.70902136653063086 0.64086665763030715 -1.109219914580782 1.2802595852882124 -0.59494694347224619 0.6082395262932252 1.8888677277813357 -0.19000345499199353 1.8113258030550952 3.3643623868376404 1.0000000180025095e-35 2.5979328347587249 -1.4193690059810808 -0.96826786535256615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 10 -6 7 8 -1 -10 11 13 14 17 15 -13 -16 24 -15 -19 21 -17 -23 25 -3 -22 -14 28 29 -12
right_child=-2 4 -4 -5 5 -7 -8 -9 9 -11 27 12 26 18 16 20 -18 19 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011504652584699926 -0.00063167682525339889 0.00052797623242532962 -0.0008339820586093532 -0.002718408448584334 0.0021402708639565913 -0.00052702173462357228 9.1402004367307165e-05 -0.0010684463617339557 0.0011273394232341086 -0.0018529224884429652 0.028279751749276185 -0.0035182156452531646 1.6562425437225913e-05 -0.0011743908522800041 0.0044284885180271294 -5.9378168021697263e-05 -0.00076796767563582652 -0.0011751740364930991 0.0019326771874823251 0.0023976856321834546 -0.00089867355828269851 0.00065269100014866965 0.0046874933611854427 -0.00012135649703345187 -0.0019058788787609637 0.005613318171874826 0.0018358263351997018 0.0075482658021538591 -0.0016435766124264872 0.0024247904290373343
leaf_count=25757 46198 32798 8340 941 1561 78252 35447 2768 1973 2440 20 1440 5150 1654 816 12638 590 9706 7123 961 30892 1184 1203 38495 1900 168 4515 97 6720 184
internal_value=0 -0.00593528 0.0299355 0.0451614 -0.0186948 -0.0562013 0.0508589 0.094635 0.111368 -0.0515712 -0.00189741 0.00352934 -0.0172186 0.0438161 -0.0320182 -0.0380373 0.273527 0.0179659 0.173861 -0.0984286 -0.0331184 0.0495685 0.326213 -0.0514923 0.0489793 -0.101361 0.105656 -0.14748 -0.16858 0.653958
internal_count=361931 315733 77666 69326 238067 79813 68385 32938 30170 4413 158254 151233 97091 54142 87426 86020 1406 45365 8777 10667 84580 15025 2387 69555 34698 31060 9665 7021 6924 204
shrinkage=0.00841307


Tree=1929
num_leaves=31
num_cat=0
split_feature=728 659 633 1453 1314 83 744 0 588 43 480 797 854 714 1449 1379 974 839 285 904 1463 1182 1117 983 1121 409 426 620 761 1443
split_gain=29.6718 26.8363 26.3864 28.1327 26.3326 26.923 25.9708 24.0089 23.6372 23.5725 22.8761 25.9077 34.1455 28.4859 31.6817 29.3014 28.0285 27.0347 23.3473 23.9101 28.2036 22.8099 29.7946 23.2664 22.9658 22.7773 23.5041 22.6595 26.4801 24.0495
threshold=1.0000000180025095e-35 0.62821384419828064 -0.77899086806337892 0.43370469085150809 -1.8508043028056715 0.32575314263501454 1.3025484894158337 -0.28757014014511212 2.250834115212506 2.2744972866152193 -1.4181283859782512 0.63961785378869596 -0.87473648844905705 1.0000000180025095e-35 0.57283334291142962 1.1367598940215171 0.94892769884168326 2.4231395658259918 -0.084714058254443517 -0.94763236359994607 0.34874662877675894 0.25084357547676239 2.4287094664117519 -0.77837749054525918 1.8086662641480988 1.8072418525143996 2.6217642627576114 0.16760437365778322 1.0276650963282175 -0.65766373710084702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 8 9 -7 10 -2 -6 21 16 15 18 17 -13 -14 19 20 -15 22 -12 -23 -25 26 -3 28 29 -8
right_child=6 25 4 -5 5 7 27 -9 -10 -11 11 12 13 14 -16 -17 -18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00057105376821751626 -0.00046255805868501601 -0.00026260479445245667 -0.0021961399621716693 0.00049063813061825596 -0.0009756272346543364 6.7786380812091216e-05 0.00035519922371852466 0.00083419857274584497 0.0010866219913065875 -0.0024313515342257595 0.00045867431970713892 0.00082795615562243131 -0.00048877304829776039 0.0041227302261825421 0.00071287790517676839 0.0050080780367918482 0.0076444530048139919 0.011610182983822987 -0.0032319672609050576 -0.0016862051622944488 -0.0057552723969964293 0.00079071160407377411 -0.0025990918831021673 -0.00047820665390716389 -0.0036851685165116021 -0.0022856241382965773 -0.0033371704393376361 -0.00098546922517830969 -0.0025929306033606212 0.0024457417014348433
leaf_count=40835 93858 37144 1897 11927 10663 21494 4588 32073 5933 4153 48776 1246 2278 445 1741 366 174 51 3537 4294 127 4863 1120 16996 981 2950 930 2830 691 2970
internal_value=0 1.71624e-05 0.0101144 -0.0374512 0.0233008 0.0260618 -0.0479064 0.0645974 0.00464825 -0.0627816 -0.00421967 0.00601017 -0.0812892 -0.121244 -0.17987 0.071413 0.217608 -0.0215331 -0.241396 -0.142598 0.265225 0.0225055 0.04787 -0.0369239 -0.0756325 -0.0530624 -0.0403588 0.0523624 0.110983 0.148099
internal_count=361931 252841 211817 52762 159055 157158 109090 53567 103591 98011 97658 86995 14259 12839 10144 2695 1420 2329 8403 4866 572 72736 49896 22840 17977 41024 38074 11079 8249 7558
shrinkage=0.00824811


Tree=1930
num_leaves=31
num_cat=0
split_feature=785 728 727 519 727 382 1049 784 921 830 588 1091 1016 909 747 746 647 590 365 913 593 278 846 905 73 783 912 632 146 20
split_gain=68.3574 52.6591 39.2671 37.2457 57.2847 42.1138 34.4121 34.2679 39.747 32.0031 30.8334 30.2454 37.9383 29.3933 29.2205 29.853 28.3829 71.9962 27.4122 26.5198 26.3891 25.9717 25.5551 25.3513 25.2253 27.5139 27.067 24.959 24.9165 28.9283
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.2334500886949249 0.9594655836162902 1.0525743831388839 1.8227892136636004 2.250834115212506 1.0000000180025095e-35 1.0000000180025095e-35 -0.67290761646258057 6.1031850957970919 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.2772889819068622 -1.0282579537198486 -0.58017643881618097 -0.51766954070046467 -0.53268848306471728 1.0727613779984251 0.92727673172575076 1.0000000180025095e-35 1.6442246313874156 -0.8759528342717533 2.888475460910541 -0.37168563270387045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 23 7 -5 6 20 11 18 -10 -7 12 14 -4 15 -2 17 -3 -9 -14 -6 -15 -18 -1 25 -21 -26 -27 -24 -30
right_child=1 16 13 4 5 10 -8 8 9 -11 -12 -13 19 21 -16 -17 22 -19 -20 24 -22 -23 28 -25 26 27 -28 -29 29 -31
leaf_value=-0.0001201943593227044 -0.00023136698967558394 -0.00015148161010556551 -0.00013494711161652292 -0.00020007302085398493 -8.8219842435685017e-05 -0.00010756881699467043 -0.00011948033887100309 -6.6492185818177495e-05 1.6661906549026563e-05 0.00037482002467273352 0.00028815009190507175 -9.3064691616005991e-05 -0.00022612542915061634 -6.5927168704004618e-05 0.00043992371105352091 -9.4567796087405623e-05 -0.00011104198712492608 0.00029069508551143397 -0.00023781433074806293 -2.1345142219409104e-05 0.0002350405435817667 0.0001094960152525844 -0.00018448072625010267 0.0001086176777574272 -0.00023175174867281356 3.8145602699705242e-05 0.0002811421660890201 -0.00015083097553697904 -0.00031008291767503106 0.00072503086923393113
leaf_count=11025 32368 4821 2491 3824 782 5060 1200 28817 6265 859 640 94030 5672 3414 167 6911 29774 1384 3431 15184 4389 11103 63616 1526 5957 2636 330 13915 158 182
internal_value=0 -0.135439 -0.0269508 -0.118642 -0.0236619 0.0433163 0.15689 -0.126872 -0.0701895 0.0703019 -0.0833166 -0.140659 -0.175036 0.0437486 -0.239592 -0.246177 -0.184438 -0.0355076 -0.103167 -0.135411 0.229871 0.0831884 -0.196106 -0.113899 -0.115611 -0.0924425 -0.250178 -0.152928 -0.225175 0.362089
internal_count=361931 332372 29559 232437 15895 12071 6371 216542 39372 7124 5700 177170 83140 17008 39446 39279 99935 6205 32248 43694 5171 14517 93730 12551 38022 31735 6287 16551 63956 340
shrinkage=0.000804263


Tree=1931
num_leaves=31
num_cat=0
split_feature=476 959 785 112 803 815 1154 1436 1470 487 371 354 497 541 728 666 609 791 974 21 885 728 1470 464 1237 625 119 728 1047 838
split_gain=60.1204 60.6007 56.2043 45.4579 40.6139 44.4416 50.8632 37.5421 35.8648 35.7235 34.3984 37.9806 37.3126 33.5926 33.5497 32.6786 58.154 32.4302 31.6604 31.2006 30.7766 30.0337 41.7901 29.8506 30.005 29.6268 29.5587 29.0465 28.3185 28.7903
threshold=-1.0099296266851885 -1.2907225086880219 -0.86283290253235112 2.2718117149406565 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1535394197080833 0.35570349484642388 1.0000000180025095e-35 0.20089120439563368 1.9107088128239058 -0.55676187874653171 -0.49008176997875957 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 0.37636433273224362 -2.7818205974049124 6.1053019920877674 -0.49008176997875957 -0.33355663513611272 1.6531610034819855 -0.28519018627306392 -0.62240508625585 1.4918152506281495 -0.49008176997875957 2.8162032343233889 -0.78378992664579661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 8 14 4 5 6 7 20 -2 13 11 17 -12 -1 -3 -6 27 18 28 -11 21 -4 -23 24 -20 -21 -24 -17 29 -7
right_child=1 2 3 -5 15 10 -8 -9 -10 19 12 -13 -14 -15 -16 16 -18 -19 23 25 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.7617005512349292e-05 7.8665083454441999e-05 -0.00014100852669380421 -1.3408651877121691e-05 -0.00018987552321367862 2.1446018526604222e-05 0.00011799038581869452 -1.0087257199793212e-05 -2.9078426373229903e-05 -0.00012962555551140247 0.00061051457385365702 4.3593825532803081e-05 -0.00011554450312523654 0.00026962639010346285 -9.2184450125242442e-05 0.00010935770184541984 -4.1074519096636166e-05 -0.00060827728474864215 7.8755184103618242e-05 8.4906622276883407e-06 -5.1702317243186664e-05 0.00062628245190488236 -9.6112839617052618e-05 -0.00034124047681793413 -0.00031536999649729475 -0.00017523307389177327 -0.00019876286422400099 6.5491669445078162e-05 0.00037259618569353194 0.00043588269303950882 -2.368813439111454e-05
leaf_count=21047 4220 2402 4339 8362 7248 6692 42960 13640 34014 207 19771 10880 2940 37166 21844 707 282 16707 8659 11167 142 10300 14671 1824 5405 26969 853 3161 534 22818
internal_value=0 -0.0160634 -0.00404549 -0.0162605 -0.010572 -0.0188557 -0.0590776 -0.125075 -0.110087 -0.0873935 0.00996665 -0.0115136 0.0816744 -0.0519681 0.092717 0.109039 0.252456 0.00794958 -0.0206493 -0.153932 -0.184486 -0.193128 -0.234252 -0.0951073 -0.0625615 -0.161205 -0.330812 0.316688 0.0190594 0.0101033
internal_count=361931 265375 227141 202895 194533 183135 86905 43945 38234 96556 96230 73519 22711 58213 24246 11398 4150 62639 45932 38343 30305 30163 25824 15888 14064 38136 15524 3868 30044 29510
shrinkage=0.000923845


Tree=1932
num_leaves=31
num_cat=0
split_feature=181 837 567 148 444 1256 64 702 1449 1457 1464 1464 1469 1457 1466 111 1452 1469 1452 1449 1467 21 1467 1454 1468 1457 1469 1458 769 21
split_gain=29.4938 27.6859 40.6821 27.2628 25.436 24.5906 26.6221 26.0055 25.8755 25.2775 24.5718 63.1127 39.3108 39.1171 29.8549 29.7377 27.6634 40.7493 40.251 38.5054 46.3358 49.2114 82.282 37.4923 35.4928 36.4376 33.2455 32.7587 28.9658 27.9914
threshold=1.0000000180025095e-35 0.64384972645585192 0.98191358321475442 -0.49596095051667405 -1.030303753827398 -1.5427084609334123 1.0148196801701652 2.2275443133153514 -0.51203643819070244 -0.12079754434871555 -0.46204076373648789 -0.42913060951834736 1.6911153983873026 0.18998039427901892 0.37829601484295772 3.0393343501846242 -0.5917826277685192 -1.0470123060412753 -0.6089211083739523 -0.32183734465273589 -0.36323917762374175 1.9458729514926574 -0.089735161984899933 -0.40696913463973794 0.71479030472382699 -0.097352447621244162 -0.57885541404845819 2.9559322931512657 -1.108374013486302 -1.2689586617576902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 7 10 9 -8 12 -12 16 15 -15 -14 18 -18 19 20 -7 23 -23 29 -21 -26 -27 -19 -20 -22
right_child=-2 2 -4 4 -6 6 8 -9 -10 -11 11 -13 13 14 -16 -17 17 27 28 24 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0013836764450648182 -0.00053547073196286968 -4.1401020495974871e-05 0.00080107744501080379 -0.0031564363701916277 -0.00088058202952742757 0.003608622293499824 -0.0027580782942540315 -0.0013145258043700098 -0.00012862890281565306 -8.4913577732498199e-05 0.0063805988445883128 0.00033762576172968311 -0.0027344165218288253 0.00082064604592511415 0.015155853499777735 0.0081745256388807939 0.0009162448124876081 -0.0005684936095695282 -0.0077162569313466061 -0.00055159628412387342 0.012926607485934691 -0.0023110482965084211 0.010393940895637265 -0.0029965235958595948 0.005167232026876782 -0.0033023625854719692 0.0027409430653148135 0.0035560435754711061 0.0077883094920735661 0.0007834681606408427
leaf_count=5749 75166 18850 9150 3162 32338 2763 4640 4606 14865 2613 558 112605 4792 1125 48 99 9123 41288 61 11304 64 313 387 1643 835 613 788 643 421 1319
internal_value=0 -0.00465721 -0.0493558 -0.0756995 -0.116796 0.00642827 0.00983113 0.0173994 -0.0703946 -0.192669 0.0213418 0.0418133 -0.00933292 -0.18601 0.173412 -0.279378 0.00487362 -0.0232586 0.0727075 0.0573894 0.195291 0.0322562 0.517893 -0.100356 -0.00994537 0.235792 0.0169078 -0.0548497 0.691053 0.165134
internal_count=361931 286765 63500 54350 35500 223265 217516 195398 22118 7253 190792 113163 77629 6064 1173 4891 71565 51054 20511 20029 6489 3726 700 3026 13540 2236 1401 41931 482 1383
shrinkage=0.00892802


Tree=1933
num_leaves=31
num_cat=0
split_feature=815 1154 1436 766 276 995 1092 810 996 1400 1251 885 846 1051 1442 409 961 393 1450 1071 838 759 699 221 207 719 1260 568 832 1469
split_gain=28.8953 71.2915 38.0561 35.2663 33.346 31.1285 30.9497 42.24 34.5584 32.7296 31.8072 28.265 27.4694 35.9078 27.2729 32.1187 26.99 26.8926 26.622 26.2764 25.524 26.6552 24.9516 24.9715 24.7243 24.6145 28.3318 24.8662 24.2994 23.8405
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2625121106897048 -1.0546333881570982 1.0000000180025095e-35 0.36694858945246428 -0.65819684525605759 1.0565563832172893 -0.52957939746957516 1.0000000180025095e-35 6.1053019920877674 0.19361153178804166 3.5926503781727646 -1.2625182715263061 3.0738817438700674 3.1692968419848038 1.9306075413196593 3.2179195832630856 1.0000000180025095e-35 -0.90026970969024234 2.4901939527672359 1.0515789206008181 1.7702654892221787 -0.079241368676248411 -1.5042199147372537 -0.49632626459440771 1.1082142518491886 -1.2273445159281489 2.7218473790773707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 11 9 8 19 12 24 25 29 20 -9 -16 18 -3 -6 28 21 -14 23 -12 -11 26 -1 -27 -8 -2
right_child=6 17 3 -5 16 -7 7 14 -10 10 22 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0068693193684000496 0.00052376385308906836 8.9615768188066098e-05 -0.0024724406244459973 -0.002426775543131031 0.00024400606809937548 -0.0019204561543648506 -0.0060340310014976185 -0.00067545373401352109 -0.0018524649409715536 -0.00042023365894128202 -0.00070244261341436787 0.0060699084466438041 0.0012678004032712559 0.011976934857527741 0.0010273047240197605 -0.0035220487820824776 -0.0051774577087800415 -0.0015330456749176639 0.006022229393692285 -0.00086533509802822406 -0.0011175165285960676 0.015313459517602199 -0.0019178546739037827 0.0013344782123511751 0.00038562347965282319 -0.00070063138332619344 -0.00033921901103684432 -0.0026105867077952085 0.00061805956967778434 -0.0049285047929955444
leaf_count=235 36942 85246 2437 3670 20061 24216 183 4286 3232 28439 30056 141 1082 61 27447 672 619 4408 243 5758 8749 41 6420 2088 23790 24508 461 4307 11826 307
internal_value=0 -0.0378594 -0.100232 -0.028518 0.00135399 -0.147951 0.00407742 0.0458003 -0.0255579 -0.0148463 -0.0404675 -0.0930324 0.032523 -0.0781046 0.0941956 0.115446 0.02908 0.00254981 0.0403157 0.00956835 -0.0910386 0.228135 -0.0920814 -0.0670493 -0.00525609 -0.101442 0.284571 -0.11733 0.0641975 0.0587537
internal_count=361931 170552 80898 27030 23360 53868 191379 53404 20999 137975 90793 29652 47182 9933 32405 28119 20923 89654 20304 17767 9872 1123 38564 32144 52229 29511 696 28815 12009 37249
shrinkage=0.00824811


Tree=1934
num_leaves=31
num_cat=0
split_feature=1431 1150 963 1356 35 766 468 21 1462 1230 765 841 810 832 1452 1450 1082 353 606 566 907 6 1460 1168 21 1467 731 18 701 706
split_gain=27.703 28.1811 27.2646 24.4642 23.8027 23.6323 22.4479 21.9435 41.3555 22.7324 31.2693 29.7883 26.8045 26.8865 27.343 41.5462 27.1977 27.0624 29.9514 27.0038 27.5449 25.6086 25.5836 29.8152 25.3401 26.9395 25.4904 26.2345 33.4352 25.8948
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.4102422017267129 1.0000000180025095e-35 -0.59592090978549905 -1.3601211277065837 2.1467708086619246 -2.9709283393608152 0.64216061943476632 1.0000000180025095e-35 1.5328182323788582 1.2890949349207199 -0.65819684525605759 0.78758218635525623 -0.52432220502390359 1.6430862106826085 0.54210842497312506 0.73212667485850347 2.1543936751333881 2.1710320005650359 -0.81486500118041227 0.64212343684478757 0.4801540438575525 2.2727542560442529 -0.70163543588998201 2.0795777984847859 1.7256957373890334 -0.78668491351428438 -1.1195429281698488 1.8617238427420744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 6 4 -4 -5 -3 8 -1 11 12 24 22 14 15 21 -17 18 -15 20 -16 -14 23 -11 25 26 29 -28 -29 -9
right_child=1 2 3 5 -6 -7 -8 9 -10 10 -12 -13 13 17 19 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0084643444593263464 -0.00014140164800418537 -0.0020402082604962322 -0.0017926509460593138 0.0047432711475702983 -0.00045784404327437681 7.4732962088370128e-05 0.0054565873100504746 -0.00044345503843323878 0.0057145512347290426 -0.00018076962227859462 -0.00088967970432163746 -0.0012832754536511771 0.0014538575625809343 -0.0010563697477232088 0.0012778346924357897 0.0031656271379754642 0.010184093137487915 0.0015515626330899158 0.0044249406455675842 0.0027072734025878641 6.1601794520418014e-06 -0.00034691155653587331 0.00074529093171505094 -0.0031437579928456174 -0.00033551290556268272 0.0026665709148102411 0.0034032838435758711 -0.0012270837591917591 0.0018365042828348802 0.002085712127314291
leaf_count=89 89303 11657 9657 427 18465 9903 146 16901 448 40067 9371 9192 12338 9520 7389 668 209 2082 351 1419 28082 3517 10157 1750 58591 1652 1405 2340 3064 1771
internal_value=0 -0.0402997 -0.0907423 -0.0633888 -0.104009 0.0328429 -0.222651 0.00211961 0.43425 0.000956597 0.0197363 -0.0268418 0.0293248 0.0597969 0.0798087 0.153282 0.589519 -0.0423939 -0.0978116 0.0459597 0.0329531 0.125817 -0.0071093 -0.0314219 -0.013343 0.0468873 0.0263152 0.142202 0.0673153 -0.0225038
internal_count=361931 139558 50255 38452 28122 10330 11803 222373 537 221836 126920 94916 117549 65575 53622 16732 877 11953 9871 36890 35471 15855 51974 41817 85724 27133 25481 6809 5404 18672
shrinkage=0.00841307


Tree=1935
num_leaves=31
num_cat=0
split_feature=1423 425 785 1076 1004 1061 896 21 1463 1312 365 488 1384 1057 1162 752 260 3 1122 820 700 509 1454 1450 977 1303 945 634 131 1470
split_gain=27.5455 28.8777 28.4127 28.5462 65.1594 55.063 31.7715 27.372 30.9402 31.076 26.7297 25.8855 25.1479 24.7041 24.6638 24.9527 29.5314 26.0468 24.5888 24.6439 26.28 24.64 24.5255 25.9216 24.4332 24.4069 24.3737 23.9892 23.9751 24.1743
threshold=1.0000000180025095e-35 -1.1012660053702876 -0.86283290253235112 -0.58297395077464731 0.59444477453878863 -0.87357009987099121 -0.65443709756037149 -0.70163543588998201 0.94170239728407068 -0.52006632663076002 -1.1915934712434899 3.2837062419585581 -0.2204153971695593 1.0000000180025095e-35 3.334899416639062 -1.385907308364305 2.74126892728377 2.0651898783161031 2.510814367743778 1.3142566725829428 -0.80976131507789184 -0.37731140836110016 3.8331818028246452 2.2492318380171201 -0.43525552533730011 1.7160994611581364 1.9181452473571214 2.1281356142493784 -0.37314326152536875 2.2722540408353908
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 -4 6 -6 18 14 10 -10 12 -1 -14 15 16 22 -17 19 26 -21 -22 -9 -24 -18 28 27 -5 -2 -30
right_child=25 2 3 7 5 -7 -8 8 9 -11 -12 -13 13 -15 -16 17 24 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00013620397454149034 -0.00085436792389652404 0.00062309543813992077 3.5574597242856077e-05 0.00022676832795366043 0.00079010050624222898 0.0004445276278176284 0.0041902122843040963 -0.0011352664623223378 -0.006081369809145757 -0.00015160199283280302 0.0016122651823199602 0.003259042815838518 -0.0017459600363785666 -0.00010207342398921555 -0.0037642433201031467 -0.00027638582819361057 -0.0028038614840352472 0.0011553612343433673 -0.0018088775903664571 -0.0011793560098968818 0.0034730149857557795 0.00083252346103989512 0.009246855763870819 -0.0087863265200849722 0.0089568670964897592 -0.0019106225101642835 -0.0018981743895609368 0.0035918453747130754 -1.5287414335700435e-05 -0.0029931066481099465
leaf_count=17341 28343 22120 35371 35109 1087 4741 2593 19741 145 9125 5587 593 11713 5800 994 99877 125 3820 2253 1044 1984 2832 93 26 189 4960 2081 684 40470 1090
internal_value=0 -0.0028359 0.00487877 -0.00286162 0.0476788 0.216149 0.404392 -0.0153957 -0.0305055 0.0619097 0.181589 -0.0702947 -0.0797376 -0.151716 -0.04257 -0.0402454 -0.122231 -0.0277794 0.0347745 0.0459637 0.185939 0.25816 -0.134269 0.731406 0.639106 -0.0558175 0.0240015 0.0373541 -0.0447617 -0.0109367
internal_count=361931 287068 251621 229501 43792 8421 3680 185709 139722 14857 5732 35447 34854 17513 124865 123871 20174 103697 45987 43734 5860 4816 19860 119 314 74863 37874 35793 69903 41560
shrinkage=0.00792782


Tree=1936
num_leaves=31
num_cat=0
split_feature=50 194 747 317 1459 1367 1468 1454 75 294 1296 1013 1238 767 982 73 556 852 483 706 1038 1297 844 572 11 820 1047 1040 1457 1454
split_gain=27.8859 46.5659 24.9892 24.2423 23.7396 25.8334 25.7805 27.1244 22.322 22.9873 22.0966 30.6598 27.5065 25.7404 26.2332 34.1135 28.6108 29.8061 28.345 26.0703 25.3893 25.1099 26.8664 25.454 24.3995 24.0764 23.0852 22.7458 22.3931 22.3664
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.34871943973277292 1.0000000180025095e-35 0.6997810996132513 5.4172517195097649 3.2937191260639342 -0.84722408107669478 -1.7478931859924631 2.8830043942517625 -0.43652631067203845 0.54050183860820311 0.17334222901426247 -1.8450764614478219 3.0854258727671673 -0.11853960439688803 0.75560002923264447 1.0000000180025095e-35 -0.88475961544779758 0.026498105858006143 1.8926880355805007 2.027125411768508 2.537555509869978 2.484705740533462 1.1405720852542209 2.6461010908889477 0.70990695145682581 -0.66102236825171434 1.5416109563948532 1.2135428536618729
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 -4 6 7 -6 -3 -10 11 12 25 -12 16 -16 17 21 -18 -17 -19 22 23 -15 28 26 27 -2 -13 -23
right_child=10 2 4 -5 5 -7 -8 -9 9 -11 13 24 -14 14 15 19 18 20 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00051659674728809883 -0.00062650145080875666 0.004260825109385356 0.00013319339148842806 -0.0014785766447283342 -0.0065086582722327889 -0.014296419462788104 -0.0049459321571922203 0.0021302321067952004 -0.0002844781338309446 -0.0032241538233795598 -0.002799335885464947 0.0005397652312965894 -0.0010293485852507318 9.6799317008220692e-05 -9.3850157337015206e-05 0.0017751935409041535 -0.0022622548538373879 0.00075594773154514508 -0.00014202503262573617 0.011293794500394683 0.0033395766159919214 -0.0015015965495708888 0.0026533953544669482 0.006956418590965319 -0.0015332923126443053 -0.003634969725630109 -0.001261951433508191 0.00039564131478210291 0.0030604093547953585 -0.0089380689402080663
leaf_count=46892 12977 511 23931 27321 139 34 198 4609 59469 1445 1438 15089 23876 56888 480 187 3398 25290 15977 250 1362 1371 1571 198 2151 808 5299 27266 1325 181
internal_value=0 -0.0360842 -0.00595614 -0.0922349 0.0431966 0.171225 0.18351 0.213182 -0.0343361 -0.0381781 0.00530393 -0.0218103 -0.0441269 0.0257579 0.0290983 0.393687 0.0258988 0.0418865 -0.0543732 0.825089 0.100261 0.0144213 0.0215203 0.0136162 0.0583819 -0.0152883 -0.00884617 0.00972162 0.0868101 -0.265356
internal_count=361931 164549 90336 74213 28911 4980 4946 4748 61425 60914 197382 88791 70226 108591 107153 917 106236 86861 19375 437 26652 60209 58657 57086 18565 46350 45542 40243 16414 1552
shrinkage=0.00892802


Tree=1937
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 789 777 761 928 785 552 1370 629 565 194 737 120 276 1468 1466 535 60 1368 404 1119 1258 1127 414 1328 361 519 898
split_gain=27.9402 59.6171 39.6848 25.0708 24.7028 26.439 28.9111 25.2298 24.6293 26.7197 25.3633 24.5018 24.0815 23.6133 29.4619 28.7567 25.7642 25.2276 23.5863 23.527 27.3123 23.3929 24.4103 23.2458 23.6771 27.3517 24.962 23.2452 23.1358 23.125
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.1248358748350926 -1.1687697667209751 2.4130835502434373 -0.52992354128753727 -0.86283290253235112 -1.2602024798390514 1.7737799021787686 0.86828621130637706 -0.65725555965994575 0.58307762070518543 1.0000000180025095e-35 1.0000000180025095e-35 0.4623867627118704 0.82408035764145182 6.0895163719088261 1.0000000180025095e-35 1.0000000180025095e-35 1.4015214112945762 0.76881834321921005 1.7636318131761899 -1.6534205443251355 1.0000000180025095e-35 -0.94993623548767991 0.32990629675366129 2.9376637778767485 2.1420547332082829 1.743016279333131
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 4 -2 7 -7 18 -4 10 -10 27 19 15 16 17 29 -9 -6 -3 -21 -16 -23 -1 -25 -26 -27 28 -5 -15
right_child=3 12 8 11 5 6 -8 13 9 -11 -12 -13 -14 14 21 -17 -18 -19 -20 20 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0093727533318515559 -0.0019611141190233757 -5.8873828197251837e-05 -0.0024817690014207429 0.00070775694277416573 0.0010504308125746638 0.0030734301740298555 0.00032201276336734459 -0.00042559895957193587 -0.00080845740768928235 -0.0023287770724662251 0.00028358278091171235 -0.00074814523543600747 0.00042003980824363406 0.00036865917028327714 -9.2486503414095686e-06 0.00036691370409063797 0.0012579982350026081 0.0076625634706916626 -0.00052647754062941246 -0.0014127909390360648 0.0021819083038152206 -0.001536634274904984 0.003756793900887275 0.0022133411291423385 0.0038900356265064661 -0.0001477364845268121 -0.0052805859312295761 0.008609052663465077 -0.0036239426371647925 -0.0011493361197294253
leaf_count=60 1648 56660 4311 5040 11649 1534 2526 49839 53658 5270 8174 17875 23398 44317 25885 17149 7827 79 2887 8744 587 5768 242 1715 283 937 309 81 342 3137
internal_value=0 -0.0352602 -0.0944694 0.00609468 0.0152341 0.0177382 0.190844 0.0133179 -0.111813 -0.100722 -0.0875329 -0.063459 0.000841574 0.00458825 0.0286746 -0.0274699 0.057885 -0.0557287 0.0990964 -0.0237546 -0.147763 -0.0290879 -0.172444 0.122122 0.143293 -0.0498171 -0.18499 0.0747995 0.0537119 0.0383757
internal_count=361931 164106 74717 197825 174487 172839 4060 168779 71413 67102 61832 23338 89389 154243 87176 67067 55281 49918 14536 65991 9331 31895 6010 3304 3244 1529 1246 5463 5382 47454
shrinkage=0.00732408


Tree=1938
num_leaves=31
num_cat=0
split_feature=785 519 727 728 872 678 533 900 382 332 689 583 1436 464 1049 784 968 608 1165 708 550 588 914 706 767 12 782 575 908 355
split_gain=56.8278 49.5366 52.7357 51.464 63.1366 51.5994 47.6767 51.6524 44.4061 43.5692 39.1146 38.2818 36.3793 40.6987 36.1371 35.7685 35.5303 34.5622 33.1321 33.1283 32.7423 32.5585 32.5572 32.4776 32.248 30.1088 29.9347 32.0612 29.5405 29.5166
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 3.0757328524286596 0.34708990927187483 1.0000000180025095e-35 0.54117268135534224 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 -0.55326332990463356 0.60428344764309971 1.0000000180025095e-35 1.2334500886949249 0.9594655836162902 0.35584283048408843 0.66665475971017707 1.0000000180025095e-35 -0.19491901412783988 0.29966714842153758 2.250834115212506 2.4975337861131606 0.85558832110916161 0.46370404152391853 -0.58399151183051878 -0.84243843966579501 1.0000000180025095e-35 -0.85563974936046094 1.4218347872305723
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 3 23 11 5 6 7 17 14 12 -8 20 13 -7 -4 -9 -17 -5 -1 -13 -2 -10 26 -3 -24 -11 -21 -28 -15 -25
right_child=1 2 8 4 -6 9 10 15 21 25 -12 19 -14 28 -16 16 -18 -19 -20 22 -22 -23 24 29 -26 -27 27 -29 -30 -31
leaf_value=8.8574073096833378e-05 4.1653063718310782e-05 -0.00013550697124790982 0.00028350987567696978 -0.00019942444324207295 0.00020744109961377436 -0.00017775101403490301 4.6485164965752111e-05 -8.6432494073118872e-05 -3.4337161840281438e-05 -7.2068261023527041e-05 -6.8795845209641745e-05 9.5460143748893239e-05 5.1656033768728029e-05 -0.00026843138545972779 -4.5066439961200703e-05 -4.5678925885778785e-05 0.0003188916248319831 -6.7403198693181298e-05 -4.8883734374562246e-05 0.00013740280439185823 0.00024286844399329019 0.00038875958258713253 0.00049589107765575036 3.4480571976513186e-05 -0.000425368840933737 4.5963303224689661e-05 -0.00015995293868391116 -2.8703871629244919e-05 -8.0164450762771564e-06 0.00063150191384453631
leaf_count=21289 16470 6191 5171 44530 2933 19834 12361 14206 5060 9464 81383 5943 7156 1992 1200 2324 1804 10300 8270 2328 2851 640 668 2965 175 29474 11440 19308 13910 291
internal_value=0 -0.0384116 0.0569762 -0.0467722 -0.0622127 -0.0667925 -0.0930875 -0.146996 0.142317 -0.0226889 -0.0613599 0.0115906 -0.0795324 -0.114425 0.257891 -0.0359814 0.147788 -0.192049 0.0601117 -0.0296893 0.0892087 0.0124953 -0.0596984 -0.066476 0.366901 0.0234314 -0.0715577 -0.0921168 -0.0416482 0.105524
internal_count=361931 332372 21518 310854 251671 248738 166908 73164 12071 81830 93744 59183 42892 35736 6371 18334 4128 54830 29559 39862 19321 5700 33919 9447 843 38938 33076 30748 15902 3256
shrinkage=0.00085349


Tree=1939
num_leaves=31
num_cat=0
split_feature=728 189 473 659 526 705 908 1104 497 1049 1458 21 755 992 561 1175 785 803 997 771 972 144 706 703 237 1248 417 355 909 813
split_gain=27.0794 25.9898 29.2241 25.8954 24.96 26.0668 29.7708 28.6055 27.935 29.0035 27.3481 25.829 28.0022 25.3255 27.2299 26.2409 25.4552 28.2613 26.7016 24.8193 26.0182 24.524 23.6274 23.7319 25.4774 33.6671 25.4201 23.6188 23.4794 23.4777
threshold=1.0000000180025095e-35 2.7059755265676442 2.9797228729073066 0.62821384419828064 2.3757057381457001 0.89008618839080589 -1.5061803231157327 -0.35912262658349597 2.4192885550665473 1.261689008203277 -0.24405659694353735 -0.70163543588998201 1.8349057301109672 0.6146227839635201 0.49009836524369915 3.1894262403037401 2.9970139449733542 1.9682860324222273 -0.55302200848745542 2.1044043402245265 1.0843324650245254 1.0183957816284683 -0.34486521972324052 0.036940811295759997 1.0402268595720192 -0.17153692412172575 0.98081066768333092 0.53509264033087722 2.6786836414808524 0.44561103650162237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 10 13 -10 -1 22 -13 16 21 -16 17 19 -19 20 -8 -15 23 24 26 -26 -9 -23 -25 -2
right_child=29 2 -4 -5 -6 6 8 11 9 -11 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 27 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.00078214436296522789 -0.0005919408967524594 -0.002295504308393597 0.03392900307776326 -0.00042286830444814331 -0.0011786710344681005 -0.0017567213616767093 8.6073371298570775e-05 -0.00048821361674211445 0.0034396331152074661 -0.0013642111107245083 7.3143812244289678e-05 0.00011687037376217316 -0.0016690208059018403 0.0023418070399828001 -0.0007099369530200871 0.019378864440304448 0.0028583399767780639 0.0039242236303809281 -0.00012077011728024923 0.0015105360588411963 -0.0015340305361935375 -0.0025128023985824927 6.5453773201622051e-06 0.0021389554147347111 -0.0010040201505604027 0.005927725284637338 0.0027534183743744963 0.0038536192254333829 -0.0082151284085228964 9.6329095655308129e-05
leaf_count=28210 81544 3063 20 40694 7592 2708 27073 6432 2022 521 28972 60517 4584 6213 2522 20 1250 1199 936 3969 4072 788 10171 6935 425 548 1011 288 86 27546
internal_value=0 0.000992591 -0.250451 0.00306174 0.0130475 0.0170361 0.0583325 0.0014633 0.0685291 0.285075 -0.0387739 0.0256166 0.00314641 0.0564561 0.157799 -0.0576933 0.0317647 0.0213842 0.253962 0.00593846 -0.0138416 0.221528 0.0881125 0.143721 0.0568421 0.374568 0.00435857 -0.0904618 0.235629 -0.0448595
internal_count=361931 252841 3083 249758 209064 201472 53581 147891 50873 2543 57182 90709 65101 48330 9831 2542 38499 37249 2135 35114 31145 7289 25608 15437 8416 973 7443 1076 7021 109090
shrinkage=0.00858133


Tree=1940
num_leaves=31
num_cat=0
split_feature=1440 1459 1449 21 1458 1458 885 1230 1468 1450 21 1449 1458 1459 63 1457 1465 1298 733 1449 1449 1449 1464 1454 21 1455 1466 1464 678 1464
split_gain=26.5438 27.4432 33.4338 32.6707 37.417 44.2321 37.3236 37.6297 36.5629 35.2563 52.5623 43.9094 42.629 33.4478 39.3749 39.1187 50.1833 37.9195 31.9388 31.5937 66.8099 61.7642 56.4567 56.1245 52.1502 45.9046 50.8257 42.3025 36.6471 36.2704
threshold=1.0000000180025095e-35 0.49900387419946662 0.54666235280553288 0.62211875780133752 2.1367841577049291 2.22567558773348 2.2685560401286238 0.38564141960353587 1.5815342945870006 -0.3805019693378176 -1.2689586617576902 0.74561756370782817 -0.44527173597200392 -0.28315307149087915 1.0664759618487349 -0.49149927429923285 0.43689596626273214 1.0000000180025095e-35 1.0000000180025095e-35 -0.32183734465273589 -0.41360575089286639 -0.30724857489969548 -0.34821093172591422 -0.80169152520006459 2.1349806934485605 -0.2541159255210349 1.4808384683488722 1.6196093032808887 2.9016603484412591 -0.29994047272053637
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 4 9 -6 7 8 -5 12 11 -11 -4 15 -15 16 -14 -17 -1 20 27 -21 24 -23 -22 26 -24 29 -25 -3
right_child=-2 19 3 6 5 -7 -8 -9 -10 10 -12 -13 13 14 -16 17 -18 -19 -20 21 22 23 25 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012656041219946063 -0.00056302598332683444 0.00111450328577108 -0.001558582839258352 0.0010470941352193055 0.010038386016752658 0.0014331612812311688 -0.0034560355341710083 0.0030335989582693109 -0.004548981254465124 -0.0054409149466798368 -0.00082010218321917037 0.0043355167946561874 -0.0056110977292028203 0.0043147825696057034 -0.0012988637965980793 -0.0012799373755843595 0.0076089726913032962 0.0028045368463975135 -0.00080916245697807711 -0.0066852086988991631 0.0091549822339667668 -0.0043844040849304756 0.0019869021383399654 0.00026630093677695198 -0.0047462870669477599 -0.0028159514053314101 0.013492512791673484 0.002714650981600421 -0.0045476476600989878 -0.00054483918227690026
leaf_count=165608 48464 8747 2374 5343 166 2377 503 3496 477 277 21370 1418 669 2153 732 1546 105 2219 40032 580 672 1228 719 36151 110 681 124 2504 519 10567
internal_value=0 -0.0031634 -0.014439 0.041071 0.00713977 0.249894 0.15043 0.182793 0.0708856 -0.0157986 -0.0658923 0.348672 0.0988383 0.180251 0.369574 0.0581525 -0.40015 0.155186 -0.0273377 0.0376837 0.100209 -0.0015171 0.451834 0.00850946 0.875772 0.178572 0.48428 0.0619573 0.0223234 0.0248369
internal_count=361931 313467 250865 45225 35406 2543 9819 9316 5820 32863 23065 1695 9798 7424 2885 4539 774 3765 205640 62602 24124 38478 2306 37898 782 1524 843 21818 36670 19314
shrinkage=0.00858133


Tree=1941
num_leaves=31
num_cat=0
split_feature=184 746 602 429 343 30 89 875 77 563 75 271 70 429 425 98 1206 636 1470 155 11 1274 953 564 630 392 763 1079 1465 1467
split_gain=26.1688 29.8743 24.1427 29.3984 28.8987 24.7517 24.47 24.2447 23.9287 24.194 23.3883 23.3117 25.7624 30.9466 25.6186 24.6693 26.8955 24.2422 23.4972 22.9228 22.6754 28.7624 26.0371 24.0612 23.5386 22.6448 24.9352 22.4283 22.442 23.0251
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4524236896016391 1.3382816563602551 1.0000000180025095e-35 -0.26149948421321001 2.4182337862533374 1.6410649257301639 0.38425438044476518 0.12527268753673829 1.8295593016215455 1.0913147305484925 -2.0559657903984325 -1.0005467311534126 1.7308894233658034 -0.89070711086558196 2.4129057422810987 2.4654230622009035 -0.56899315794207694 -0.027544052752157006 1.0000000180025095e-35 1.0000000180025095e-35 -0.073569217732030429 2.7962919924545324 0.52324844451863972 1.2527465882803674 3.0729769241839433 3.116712650924125 -0.44899544734167229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 3 4 6 -6 20 -5 9 11 -11 14 17 -14 25 -15 -17 -13 -16 -7 21 22 24 -24 -2 -3 -27 28 -1 -30
right_child=1 8 -4 7 5 19 -8 -9 -10 10 -12 12 13 15 18 16 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-1.4518805922957797e-05 -3.0569623838985208e-05 -0.0020893357981852643 -0.00037312108611084574 0.00065613163003304972 -0.001109271716588133 -0.0036383151024718991 -0.0025915273079555466 0.012783466865431132 0.0012558788844597478 0.00094707637050278702 -0.00040650428269938611 -0.0030779295068183903 0.021539353520665563 -0.0014267239711957898 -3.2802763552694239e-06 -0.0084629658141269562 0.011741623780931557 0.010026203715459816 -0.0041427992086275917 0.0073073560920981842 -0.0022101538270329702 -0.002792769776444486 0.0011407115535244478 0.0093732012199394706 0.024041172821993358 -0.0001889753543874056 0.0080642388358660513 0.0016603921422028046 0.0029055466457430005 7.0644948426755111e-05
leaf_count=218939 4047 6083 34860 2598 721 111 14952 81 4742 12064 8787 3506 29 684 32260 43 122 56 565 386 5138 2172 475 292 29 1359 182 2773 1815 2060
internal_value=0 -0.0374216 -0.0805437 -0.148225 -0.179811 0.185297 -0.205928 0.127308 -0.00690578 -0.0188742 0.0445752 -0.0498388 -0.224165 0.15102 -0.0336802 0.058729 0.855751 -0.321977 -0.00831592 0.577381 -0.109952 0.00616805 0.123315 0.559903 0.0158609 -0.16704 0.0940552 0.00429506 0.00157875 0.159507
internal_count=361931 136344 65862 31002 28323 1218 27105 2679 70482 65740 20851 44889 4440 878 40449 849 165 3562 32825 497 12153 7015 4843 767 4076 7624 1541 225587 222814 3875
shrinkage=0.00875296


Tree=1942
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 853 683 1013 691 1395 21 1383 21 1012 844 1450 1327 280 346 1145 1454 651 927 996 866 1065 784 566 762 659 555 152
split_gain=25.8489 54.5996 42.0644 25.8393 24.501 25.4625 28.1414 26.8345 24.778 27.5357 26.0882 24.9932 36.4296 24.205 23.6751 23.6406 24.9493 25.2566 24.8306 25.0709 53.296 49.7379 38.0913 40.8017 33.3823 26.0448 35.6218 30.4719 30.2915 29.0602
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 1.0000000180025095e-35 0.16607639870926683 0.54050183860820311 2.512505597105847 -0.31800201922913723 1.189441983669046 2.7085190290768657 -2.2144973715372043 1.4711245761114824 -2.1122983648679905 5.9886066514163909 2.1604143543311061 1.3759530125180122 -1.3124880173305316 1.0000000180025095e-35 -1.0936914102283182 1.1107569744011787 1.0483613175537825 1.0565563832172893 0.5880156106821478 1.0518754624258557 -0.90362276233551631 0.48760225212587333 -1.1769617767253704 0.62821384419828064 -2.0011265101522451 3.0811877539223738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -7 9 10 -3 13 -13 -12 -6 18 17 -17 -2 25 21 22 23 24 -21 26 -20 -27 -28 -30
right_child=15 4 3 -5 14 7 -8 -9 -10 -11 11 12 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 27 28 -29 29 -31
leaf_value=0.00093224513036377073 -0.009027879467165845 0.005532935163819668 -0.0013596927883657982 -0.00046968694883353049 0.00018113211449261613 0.0021963280041636009 -0.0050358928449243815 -0.00036560559631185587 0.0015098625828288365 0.0063974335441458309 -0.00077186831318611299 0.018263726964525245 -0.0034405722183569651 0.0094779764394495123 0.0023414932400963777 0.0092186079012783455 -0.00074114696534207378 -0.0033815450676559595 -0.00066646940252159303 0.0025163733843320407 -0.0024097844028319855 -0.002276843346387435 0.0023142278554040543 -0.0024299270773506711 -0.00012669210473088989 5.0889887694941514e-05 -0.0036760456439592008 -0.0012815817877160475 0.00048644153275599985 0.0047778484743860169
leaf_count=4151 142 238 41110 29427 50637 3105 878 4329 1817 199 23304 32 2992 64 1823 185 18359 101 13435 2178 4130 3045 2654 2189 7871 36480 829 7254 98462 511
internal_value=0 -0.0326375 -0.0890717 -0.109127 0.00212571 -0.0492606 -0.082513 0.0777274 -0.0708361 -0.0923334 -0.0999831 -0.108211 -0.360253 -0.0846619 0.0298111 0.00717643 -0.0749136 0.601315 0.014489 0.0151329 -0.0539305 -0.00274042 0.0478506 -0.00684817 0.051788 0.0251778 0.0434221 -0.0200697 0.0565061 0.0595848
internal_count=361931 164106 74688 70537 89418 36958 29524 7434 28646 26829 26630 26392 3024 23368 52460 197825 18645 286 179180 179038 22067 17937 14892 12238 10049 156971 113237 43734 99802 98973
shrinkage=0.00858133


Tree=1943
num_leaves=31
num_cat=0
split_feature=785 728 1080 1022 1361 727 471 619 625 1271 139 1030 333 779 145 1470 431 150 421 852 1145 848 21 837 661 567 871 362 699 1178
split_gain=50.7566 43.5176 32.3948 32.205 37.4844 31.7283 28.9193 27.668 27.9887 27.5407 26.9078 26.5863 25.948 25.2402 29.1325 24.8251 24.7907 24.4853 25.3782 27.5666 24.1435 24.6071 24.3476 32.179 30.0493 33.7421 27.618 26.7572 24.3765 23.7434
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.9395468797111257 0.83082504555296788 1.392426968282831 1.0000000180025095e-35 1.9109618506219268 0.99422031274767553 1.0308016862606064 0.28487327713505095 -1.1344590223950477 -1.3782462404802098 3.0492231482842245 -0.45926076786608272 -0.84152664031876678 1.0000000180025095e-35 1.0000000180025095e-35 -0.79699900642225552 -0.89074317784588486 -0.62388698415266342 -0.59275567010655072 1.3980950485175831 2.4008401756919917 0.72673444347480787 0.6339904733367816 2.8587217167753018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 -1 -4 8 9 13 17 -7 15 -2 -15 -3 -11 -5 -19 -20 21 -17 23 27 25 -24 -26 -23 -25 -22
right_child=1 12 6 10 -6 11 -8 -9 -10 16 -12 -13 -14 14 -16 20 -18 18 19 -21 29 22 24 28 26 -27 -28 -29 -30 -31
leaf_value=-1.4477511048426351e-05 -9.0087512985307136e-07 0.001113202718125567 0.00011956680458137681 -2.9221464256811807e-05 -1.6877329250065154e-05 0.0001367327188617684 -0.00080007055661929357 3.781715957735069e-05 -0.0003432088471154493 -0.00019580207288511295 -0.00013462111285550781 -0.0001914157908377606 6.7883648513515662e-05 0.00042192789866338318 -0.00023920274150837786 4.174078726656838e-05 0.001598429145405381 0.00010595755527221099 -1.7597171627470371e-05 7.4532858192399385e-05 -0.00014698657964355317 0.00016743475316807592 -2.2058581468023688e-05 6.0402813110375562e-05 -0.00011932116118944202 0.0004718520902798103 -0.00057435075948184932 0.00087314216374334683 -0.00025606337957001046 0.00026367998601236568
leaf_count=12551 14026 63 7801 45620 56744 16011 135 5287 4717 16896 6214 997 5744 425 5661 10366 74 13074 38471 17292 33236 1145 5844 4612 33397 590 1246 354 2481 857
internal_value=0 -0.0301751 -0.0148154 -0.0202706 -0.0525878 0.0631773 0.113728 -0.112654 -0.139901 -0.11838 0.00221598 0.125738 -0.0761443 -0.0571279 -0.205844 -0.0873793 -0.20589 0.00917614 0.0332172 0.0133846 -0.0887171 -0.0600537 -0.0843135 0.0440867 -0.108522 0.0376961 -0.139706 0.360645 -0.0377239 -0.147443
internal_count=361931 332372 232437 224501 103830 29559 7936 47086 41799 37082 120671 17008 99935 20112 6086 94191 16970 114457 68837 55763 94128 60035 49669 8592 41077 6434 34643 1499 7093 34093
shrinkage=0.000923845


Tree=1944
num_leaves=31
num_cat=0
split_feature=785 263 119 405 56 150 933 497 727 1357 1470 1460 21 1468 816 1463 322 984 1436 1149 126 54 526 1293 1030 570 1112 277 871 846
split_gain=51.5613 44.3407 51.1695 44.1716 38.9137 37.6987 36.7397 47.4646 32.5778 30.6314 29.0893 29.085 28.7918 39.6262 36.89 28.7053 30.6521 28.5301 28.4799 28.4092 28.3428 28.5265 28.1123 27.4547 27.2276 27.1306 26.5801 26.2363 26.1639 26.7153
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.52571317712276111 0.68806224955729689 1.7001250133015622 1.0000000180025095e-35 1.3962008022525787 -1.319112866592808 0.40135300256177026 -0.70163543588998201 2.3011637109198864 0.34754775078765171 0.94170239728407068 1.0000000180025095e-35 -0.051427264962878326 1.0000000180025095e-35 3.070608018023568 1.0000000180025095e-35 -0.42445565733332025 6.1483263982031167 1.0000000180025095e-35 0.99422031274767553 -0.66020926341496977 2.4004652929792578 0.16900471534931819 2.4008401756919917 -1.0437884935166588
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 10 -3 7 20 -1 12 11 27 13 18 19 -12 -17 28 23 26 -7 -22 -20 -4 -10 -11 -14 -2 -6 -30
right_child=1 5 9 -5 17 6 -8 -9 24 25 15 -13 14 -15 -16 16 -18 -19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.8674507400139633e-05 0.00029870229778976694 -5.109291094641756e-05 2.2732603004226906e-05 -0.00022069555437817783 2.0858038187905345e-05 -1.6530302806259108e-05 -7.1828184551715114e-05 0.0002193113087112165 0.00013135039170017489 4.412518199870059e-05 -0.00015470769563286478 -0.00022789512877848084 -7.2433550457691245e-05 0.00027838588067458569 2.4228472723317433e-05 0.00013446360029781615 -0.00022402298463149016 -0.00010113280423949109 6.6661476662417088e-05 0.00023635183659764447 -1.2587863666539204e-05 0.00017147403362096015 0.0025167879571227399 -0.00016037795173744437 -0.00019377443307208667 -0.00017535644656505993 0.00016164318798810587 -0.00015648528537041869 0.002253849189780601 -0.00047942414944508396
leaf_count=12551 1705 25045 8548 15655 27450 16393 7664 5989 16011 3598 49000 1041 63952 2282 28967 3818 2430 15323 18522 1089 4613 7396 25 7181 997 11145 1852 710 26 953
internal_value=0 -0.0347858 -0.0499007 -0.0921294 -0.0757564 0.0126418 0.0491634 0.0784132 0.0591911 -0.0240673 -0.126695 0.0637015 -0.0142812 0.0405453 -0.0339679 -0.146392 0.0208422 -0.0282107 0.0194723 -0.0649227 0.0420113 0.114198 0.076375 -0.0571534 0.122509 -0.131623 -0.0716288 0.190543 0.0129294 -0.452485
internal_count=361931 332372 265272 118111 102456 67100 42055 34391 29559 147161 58704 3456 132418 36558 95860 55248 6248 43752 34276 66893 28402 12009 18547 15729 17008 14743 65804 2415 28429 979
shrinkage=0.000905731


Tree=1945
num_leaves=31
num_cat=0
split_feature=785 728 727 519 727 382 714 930 791 1080 803 930 1028 851 588 1025 1049 993 768 770 498 578 503 588 1324 264 872 628 444 1030
split_gain=57.5008 51.5715 37.212 36.2142 61.0258 42.4427 36.156 63.3036 51.4488 65.3335 61.1629 38.9689 38.0588 36.6859 35.0497 34.457 33.6221 33.0745 32.6213 31.1443 30.9001 45.0047 30.4782 30.382 30.0326 29.9461 29.5657 28.3831 28.3048 28.0008
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2092738772757108 1.9682860324222273 1.0000000180025095e-35 0.24965236237700447 -0.33811283005707693 2.250834115212506 1.0000000180025095e-35 1.2334500886949249 -0.89727091510114898 0.080100313498032205 0.93087039362365653 1.7910601575034055 -0.87905496296652397 -0.88378608456892616 2.250834115212506 2.0883641899847656 1.6948692418889324 1.0000000180025095e-35 1.3277070844643368 0.53875400747721158 0.99422031274767553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 16 11 14 9 10 17 12 18 15 20 -10 -6 -9 19 -2 -8 -22 -20 -7 -13 26 -11 -21 -19 -4
right_child=1 -3 29 4 5 23 7 8 13 25 -12 24 -14 -15 -16 -17 -18 28 22 27 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.914371066631764e-05 0.0001477308903894115 -7.6738850040050294e-05 0.0001399660822305709 -0.00014534798921336846 0.00029735251056583995 -3.1277005788769209e-05 -0.00011992759137799171 5.810599846924971e-05 0.00023073983080837608 1.7682507405288221e-05 0.00016125242549967043 -3.9512369196901408e-05 0.00017356758656486275 -1.274831077251827e-05 9.1411567670692852e-05 4.0183579192601471e-05 -3.9332943857332904e-05 -6.3922493021919624e-05 0.00021607795637610237 -0.00027265181817561282 0.00073888598069683038 -2.7355334848503472e-06 -0.00017877039867331671 0.00040400720977152069 0.00030483701697603762 -0.00030507216707074806 0.00037716814269505677 0.00027743367857930088 -0.00017208980214509232 -0.00018951424873039352
leaf_count=12551 7425 99935 16011 3824 5171 5060 56993 7100 6276 1218 4212 30455 9256 14967 3396 7873 1200 39334 980 1680 329 3114 5642 640 994 377 2175 502 12244 997
internal_value=0 -0.0348874 0.064286 -0.0181835 0.0753006 0.14334 -0.0265327 -0.0441066 -0.00989781 -0.0435586 -0.0618347 0.02177 0.0871843 0.0672979 -0.103359 0.142287 0.256505 -0.0816319 0.0151049 0.0952729 -0.118369 0.0882939 -0.120936 0.016298 -0.0306586 0.215716 0.275411 -0.14868 -0.1007 0.131766
internal_count=361931 332372 29559 232437 15895 12071 216542 159608 95776 66660 62890 56934 25485 29116 63832 14149 6371 58678 16229 9607 60436 3443 6622 5700 31449 3770 3393 2182 51578 17008
shrinkage=0.000905731


Tree=1946
num_leaves=31
num_cat=0
split_feature=785 470 395 203 264 1065 1096 1436 54 497 1393 1037 585 526 1309 706 210 736 428 617 967 156 1464 845 1452 905 577 1450 1461 1461
split_gain=56.8123 45.4388 50.2958 39.7462 34.5852 35.5294 34.1799 33.6091 29.3716 30.3391 30.1809 28.7255 27.2114 27.0031 26.3225 25.9859 30.2492 27.3582 25.119 25.054 27.8173 24.8372 25.9878 24.8303 25.6976 25.5798 24.4484 24.9968 24.2872 30.1688
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.38646845251715672 1.0518754624258557 1.0000000180025095e-35 0.60428344764309971 1.0000000180025095e-35 0.22206513740888564 0.038298123100908202 -0.60489981398538839 1.0000000180025095e-35 2.3757057381457001 1.0000000180025095e-35 -0.33622886331437435 -1.5539264887124189 1.0000000180025095e-35 2.6163917204392715 0.48776982928048135 -0.20575281925485042 -0.46568194327815365 -0.23713253973767043 1.6673944371136227 1.434259801303694 -0.90865795044230568 -0.9250398530534788 4.2167433909250827 1.5063652653673414 -0.039446766248907701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 13 8 12 11 10 -10 -6 -2 -1 14 28 16 -4 -17 -19 20 -13 -18 -23 24 25 -14 -5 -28 29 -3
right_child=1 4 15 26 5 -7 -8 -9 9 -11 -12 19 23 -15 -16 17 21 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00016728385062108011 -0.00023135786281576676 -3.2692986901338752e-05 -0.00024403452022877874 -0.00043347430498064869 -3.6405390085707952e-05 -9.2159741944689954e-05 -4.6962672806968906e-05 3.537373780964506e-05 4.6944066008760195e-05 0.00022928732878727716 8.2133273113253077e-05 1.483149674975011e-05 -0.00025934153041252424 -0.00019415809294686748 1.9865751831935501e-05 -2.4336512537046996e-05 9.8305603711764799e-05 -0.00012755436989629379 0.001476039322698639 -0.00020933496098060305 -0.00013427483908468258 5.5257639870183697e-05 -9.0144166151486215e-05 0.00035874915263177446 -0.0003587514815866231 6.3169116129925017e-05 -0.00018536987774356049 0.0011906244516287122 7.2748115243373698e-05 -0.000130600452900842
leaf_count=9701 11052 68271 1955 5218 15450 6110 8295 8422 6646 4845 13143 13590 932 5138 34124 32106 11266 19236 36 8257 11644 9434 8728 726 629 9276 14898 47 6255 16501
internal_value=0 -0.0336432 -0.0663543 -0.125006 -0.0111818 0.0361415 0.0649521 -0.0930959 0.0591664 0.144508 0.0223589 -0.126706 0.109493 -0.0311136 -0.0256599 -0.0322947 0.0168762 -0.0654743 -0.142146 -0.0921356 -0.0568408 0.0327364 -0.0181054 0.0393836 0.0131605 0.0386197 -0.25967 -0.201758 -0.047303 -0.0580033
internal_count=361931 332372 155889 73128 176483 46194 29559 52965 40084 11491 28593 44543 21264 130289 125151 82761 31383 51378 19272 33491 25234 29428 18162 11563 10837 10208 20163 14945 91027 84772
shrinkage=0.00087056


Tree=1947
num_leaves=31
num_cat=0
split_feature=677 878 683 1467 785 713 271 792 809 555 1158 885 727 772 1400 475 257 624 519 858 705 596 471 142 1262 630 44 1460 1106 156
split_gain=25.8415 58.6553 42.1206 40.963 34.9435 32.3363 30.7768 30.0712 37.2379 29.7053 37.0335 29.4681 29.4581 40.0622 32.8754 28.9742 33.9184 28.3895 26.6591 27.6916 26.6223 25.4365 33.4724 25.9028 25.7277 25.271 25.2698 25.239 30.7859 26.3998
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.76344857304914582 1.4788072840855835 -0.38035204659413802 1.0000000180025095e-35 0.55480761047847393 1.0000000180025095e-35 0.66649192610754393 0.45687259151671539 1.0000000180025095e-35 4.8263866747680533 1.0000000180025095e-35 -1.1225687937245141 -0.42561689315000234 1.0000000180025095e-35 1.6190362871375259 -0.74528122386037421 2.1420547332082829 1.0825608069246189 1.4811233430041424 0.85969605735913768 1.0043670984357114 1.0837045948723056 -0.99235726186307727 1.0678229693500276 1.0000000180025095e-35 0.085279704578113361 0.24876311059739639 0.55517044832513418
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 21 9 25 12 27 -6 -11 20 14 15 -2 16 -14 -1 -15 -20 -7 -4 24 26 -23 -5 -24 29 -29 -9
right_child=7 -3 3 6 5 11 -8 8 -10 10 -12 -13 13 18 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0037305287868812692 0.00067199954045367839 3.2290802458543791e-05 -0.00062159787937572024 0.003038115961799575 -0.00073550413050336159 -0.0020216494883742641 -0.0039685270360618596 1.3968276520049787e-05 -0.00088212298026085886 -0.0023100649479571031 0.0066211607518169083 0.0040891270418948744 -0.00022528408506844805 0.00081159556657190498 -0.00058111163561959367 -0.0024493878251166147 0.0058449731130351887 -0.0011752253562641961 0.0030057141710213681 -0.0017737658154043008 0.0016588485425508377 -0.0044870830815668663 0.0035265349997599658 0.0075355046643377369 0.0021857048657107033 -0.0035838289456289374 -0.0052156872605833198 4.3849751256271357e-05 0.0016437820535431537 -0.0011564658081411924
leaf_count=10550 16318 89554 18418 2916 2694 27324 603 53601 23496 356 635 332 5263 27964 24091 2889 376 9471 4277 564 1228 316 158 95 4579 369 733 13794 7730 11237
internal_value=0 -0.0331546 -0.0904791 -0.0647915 -0.0831867 -0.145567 0.174421 0.00661251 -0.0169242 0.0616322 0.393256 -0.181 0.0391456 0.0788139 -0.00590129 -0.0629922 0.0282904 -0.240936 0.111042 0.258095 -0.193789 -0.0183843 0.10866 -0.252332 0.189365 0.25246 -0.370108 0.00452752 0.0683503 -0.0177142
internal_count=361931 170331 80777 60756 56868 32569 3888 191600 109858 3685 991 28884 81742 41333 40409 8528 5639 20021 32805 4841 28552 24299 5881 986 4895 3285 891 86362 21524 64838
shrinkage=0.00947448


Tree=1948
num_leaves=31
num_cat=0
split_feature=50 56 1470 840 775 907 1450 1320 1459 1024 984 651 1448 1327 1459 966 773 872 624 1429 800 567 562 635 498 1053 632 1250 1040 392
split_gain=25.944 42.4788 24.1695 22.9377 29.0206 25.9799 25.1496 26.1565 24.535 31.5244 24.7493 22.7514 22.7287 24.1323 30.1407 23.5397 21.7594 23.4775 21.8285 21.6683 24.7043 24.3994 29.5234 23.2635 22.7771 24.5783 28.6209 28.5263 26.0787 25.8617
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.79829463240218612 -1.6007614821559903 0.84137437226443879 -0.46548562301985819 -0.22067876281295409 0.73871680408646412 3.3050850414061812 0.78807280703509652 1.1107569744011787 -1.1530348467039975 0.23176722910246306 -0.19467617432788356 2.8118233845991703 -1.0672872404036735 4.1871115912412558 2.6591218628314417 1.13172262110474 -0.57812715656594349 2.0791192644676673 -0.79905065986826651 1.0662831016099434 2.1953858096103978 -0.56816445124053272 1.9464020464695471 -0.16232422943978689 -0.56055766904159421 0.52324844451863972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 6 -3 -8 10 -10 16 -4 15 14 -14 -1 18 -18 -5 20 23 24 -23 -2 25 27 -27 29 -29 -22
right_child=19 3 11 8 -6 -7 7 -9 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.003027157153761055 0.00085961457792864578 0.0081364099506745745 -0.001146401023006766 -0.0018790197060642331 -0.0010771193475777913 -0.0055145344640169713 0.0047133693456068975 -0.0038047706512987574 0.00089403061941457451 0.014543700715831179 -0.0011596943508804458 0.00032787622103081453 0.0038692874256412682 -0.0026669514233036199 -0.00076206531580743806 0.022232618516549809 0.00018575566093516184 0.0082446741782420119 0.012496431132087309 -0.00052622707239723056 0.0006629251553121945 -0.00097767349489421662 0.002857894111590843 -0.00076612017262683396 0.0018976662833824923 -0.00033148899320858678 0.0015747302820340516 -0.0011482373407561805 0.00037215156841176024 0.0028628576577715459
leaf_count=828 28559 404 63589 3707 17165 257 414 382 11021 59 9105 5936 903 1195 1618 23 47761 130 52 27079 13098 1232 2359 4272 2447 88746 3498 7126 16017 2949
internal_value=0 -0.0330958 -0.0859679 -0.0038254 -0.0843206 0.250778 0.38206 0.125039 0.0123035 0.103287 -0.00601822 -0.102184 0.0664159 -0.00910022 0.107305 0.386353 0.0113394 0.0223577 -0.173896 0.00687454 0.0156048 0.00223768 0.17154 0.0685821 -0.00293584 -0.00708209 -0.0270037 0.0394918 -0.00817522 0.114898
internal_count=361931 164549 74092 90457 18622 1457 1200 796 71835 11080 60755 69525 4567 3716 2521 851 51650 47891 3759 197382 170303 137472 3591 32831 133881 131434 92244 39190 23143 16047
shrinkage=0.00947448


Tree=1949
num_leaves=31
num_cat=0
split_feature=888 623 785 21 1031 1454 1466 1454 1456 599 1455 1454 21 1464 1468 1450 1455 1461 1466 1452 1452 1451 1451 1457 1331 1453 1450 1463 1466 1450
split_gain=25.5949 25.6485 24.8922 26.9266 30.3744 29.1203 38.2697 54.9634 38.5298 37.5125 36.4498 33.442 39.7951 57.3856 40.9552 34.4751 54.5836 40.8234 36.8795 67.0172 33.4374 32.9455 30.7275 31.1944 30.0098 29.6314 54.3218 29.1896 29.7179 28.2667
threshold=1.0000000180025095e-35 2.4730844549491207 -0.86283290253235112 -0.70163543588998201 1.6568736917453439 0.95531609900580594 0.27725162624946764 -0.74726004084035758 0.13944338355182523 0.52593209993270462 -0.15930086585587508 -0.2363894608792538 -1.0798509198017876 -0.25692825616955844 2.7220206540297416 -0.01180047070279761 0.40822562400327617 2.5032120688259147 -0.24821896994650608 -0.16682302883424749 0.62995620057108082 -0.32149464372586883 -0.46850269934902838 -0.16317383343250411 1.2342587305143111 -0.25670550874767634 0.074398950847232179 0.92572597085387931 -0.035273251782798838 0.95337257963916655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 11 8 10 -9 22 12 13 25 20 16 17 18 19 -13 27 -15 -8 -24 -22 26 -4 -14 -29 -11
right_child=-2 -3 3 4 -6 -7 7 9 -10 29 -12 15 14 21 -16 -17 -18 -19 -20 -21 24 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00043037851012104564 -0.00050028590733842732 0.00097635533710982978 0.00035605356593001899 -0.0001324088733260533 -0.00094585428794381299 -0.00072250413817081681 0.0087997690964614454 0.00010579999997651176 -0.0026888430137467852 0.0013243337510064456 0.0011257034059141209 0.0031031281659731394 -2.5894218534745126e-05 0.0024170521530655943 0.0063132622004739075 -0.00012367961835003921 0.0033935209221966594 0.0055859947398076999 -0.0026876538367952645 -0.001955007935201627 0.0011090507561282328 -0.00096671941614583806 0.0061905157912602263 -0.00051744583538794995 0.0063560616494182237 -0.0037679785894468515 -0.0050372340667403162 -0.0012710528201977226 -0.0075062220911790156 0.0049676261233000613
leaf_count=26248 46198 6772 2572 187798 19460 8609 517 10792 412 3058 901 1904 18352 1707 260 7635 2387 352 1408 1723 2419 2681 565 353 410 3334 1015 1036 366 687
internal_value=0 -0.00241358 -0.00560703 -0.0122893 -0.0251976 0.026853 0.0446845 0.137064 0.451258 0.082908 0.551272 0.0088157 -0.0362939 -0.167078 0.0187959 0.0979274 0.205631 0.0532383 -0.0125728 0.117622 0.00604217 0.060995 0.76649 0.494939 0.254704 -0.320779 -0.155749 -0.0290925 -0.36876 0.280951
internal_count=361931 315733 308961 282713 207258 75455 66846 17285 2748 14537 2336 49561 34152 11309 22843 15409 7774 5387 5035 3627 22583 4388 1435 918 2829 6921 3587 19754 1402 3745
shrinkage=0.00747057


Tree=1950
num_leaves=31
num_cat=0
split_feature=476 959 785 112 1356 1023 705 21 1469 1022 728 1470 258 487 541 631 562 888 334 625 463 1465 1452 1469 408 1050 1049 1449 637 1114
split_gain=51.0927 52.5004 49.9992 38.8317 36.0254 45.5047 51.8374 41.1162 47.4011 43.0568 33.8636 33.5517 33.4192 32.7245 32.296 32.2881 37.1609 31.9273 29.3894 28.6558 28.1176 27.8474 34.2312 34.1269 27.4357 27.5437 27.4103 27.2061 27.0622 26.6955
threshold=-1.0099296266851885 -1.2907225086880219 -0.86283290253235112 2.2718117149406565 1.0000000180025095e-35 2.2900273674543703 0.74446833870346218 -0.13431221002227373 -1.1256941366283033 0.67527595557081987 -0.49008176997875957 -1.1535394197080833 1.1203171907964993 0.35570349484642388 -0.55676187874653171 -0.66360947894348477 -0.82574476037679279 1.0000000180025095e-35 2.3589082062198705 -0.62240508625585 2.519087262141118 -0.40523020188868136 0.52142301186363793 0.078137871353226335 0.52574188505483066 2.1070440578442247 0.17247354145255611 0.41413877860891823 2.3568466910619876 2.8525174781912463
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 11 10 4 7 6 -6 8 20 12 -3 -2 17 14 -1 -9 -17 -10 -18 -15 24 22 -12 -24 25 -4 -23 -7 -8 -13
right_child=1 2 3 -5 5 27 28 15 9 -11 21 29 -14 19 -16 16 18 -19 -20 -21 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.4864041023672358e-05 8.3671106270562112e-05 -0.00014339868073616805 9.0096283563197336e-05 -0.00017318269424942295 4.4038065072050117e-06 -0.00014390353941376454 0.0001474648985598965 6.1942859634508072e-06 1.2352692872063081e-06 0.00010186644606797324 7.760567469338009e-05 -0.00012836428976401081 -0.0002345038414405845 -3.4596692621948272e-05 -8.3239410825360107e-05 4.0697398975192456e-05 -9.4794977075957564e-05 -0.00019933799877866021 -0.00040056154616556581 -0.00017946371836722149 -0.00084038218066520153 9.465486852714264e-05 -8.8730103636018915e-05 -0.00080611547939889129 0.00044735238160899623 0.00059435337791391765 0.00027971465561022038 -0.00075112915000250901 -0.00035105065128173936 0.00032911833539454351
leaf_count=21047 4220 2402 6558 8362 38927 1024 15647 24660 29281 10066 7176 33347 4420 11223 37166 8567 46051 5087 1891 27120 120 7979 1081 343 1013 388 5265 390 443 667
internal_value=0 -0.0109316 0.000266089 -0.0112976 -0.00604437 0.0386688 0.0484114 -0.0258177 0.0203427 -0.00846501 0.0917444 -0.0989272 -0.0464438 -0.0769882 -0.0429795 -0.0573447 -0.0873742 -0.02417 -0.112114 -0.141107 0.163854 0.117595 0.0242422 -0.274306 0.177519 0.130257 0.179719 -0.335166 0.145951 -0.128364
internal_count=361931 265375 227141 202895 194533 56431 55017 138102 56933 48854 24246 38234 38788 96556 58213 81169 56509 34368 47942 38343 8079 21844 8600 1424 7959 6946 13244 1414 16090 34014
shrinkage=0.000923845


Tree=1951
num_leaves=31
num_cat=0
split_feature=785 519 728 872 678 268 533 900 332 689 588 583 1033 1096 257 908 550 708 914 767 608 12 575 1366 1049 578 468 615 1457 692
split_gain=54.6773 42.7111 50.7613 61.1151 52.2758 48.8529 45.4913 50.6367 38.7613 38.2135 37.989 35.3372 33.6835 33.6831 33.4172 35.2697 32.7542 32.0774 32.3409 32.4612 30.9417 30.3229 29.6472 28.4262 26.9096 30.7336 26.9061 28.7549 26.5255 26.363
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 3.0757328524286596 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 0.54117268135534224 1.0000000180025095e-35 -1.1110989058077336 0.71188872395471614 -0.55326332990463356 1.3676396968132438 1.0000000180025095e-35 1.0000000180025095e-35 -0.85563974936046094 0.29966714842153758 -0.19491901412783988 2.4975337861131606 0.46370404152391853 0.66665475971017707 -0.58399151183051878 1.0000000180025095e-35 1.0000000180025095e-35 1.7619212966369413 -0.38254056328201841 1.2937612979457498 0.59002247421334952 1.9381496379694476 1.6839661331033347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 11 4 6 10 7 20 14 29 24 16 -9 -1 26 -16 -2 -13 22 -20 -4 -10 -19 -11 25 -3 -6 -28 -26 -8
right_child=1 5 3 -5 8 -7 9 12 21 23 -12 17 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=9.0120396667296596e-05 4.2839804028172851e-05 -4.9962114386751522e-05 -0.00018804122516238132 0.00020463227044536708 -0.00015478399479155347 -6.8402618425225932e-05 2.5969417917259794e-05 -6.1676438929058298e-05 -6.8090306625358818e-05 -2.70033528292232e-05 0.00027538285081174697 9.7645053073835329e-05 0.00019286816643140288 -4.5632956689049988e-05 -0.00023211427818526099 1.6991173187305568e-05 0.00024038320522580677 -0.00012678483720795402 0.00049292542766587858 -0.00041487111839383584 -6.536359291890083e-05 4.8201346136195032e-05 -8.1431742421838372e-06 -9.9874767112585394e-05 -0.0001214901318471241 0.00015540473763304006 3.0786738902473807e-05 0.0014678717819944891 -0.0011404695987754301 0.00037458926097744168
leaf_count=21264 16470 3248 44530 2933 20206 7713 11576 16259 9464 40623 3001 5943 2075 8295 2506 17114 2851 12426 668 175 10300 29474 20650 40760 967 6508 3004 62 81 785
internal_value=0 -0.0332658 -0.0410461 -0.0564169 -0.0609323 0.0554749 -0.0874642 -0.140314 -0.0164617 -0.0564454 0.12687 0.0170194 -0.0301296 0.0634669 -0.0702662 -0.0113667 0.0916704 -0.0227448 -0.0523629 0.373709 -0.185092 0.0270518 -0.0642114 -0.0755105 0.0696004 0.104024 -0.146909 0.0727868 -0.236226 0.0581784
internal_count=361931 332372 310854 251671 248738 21518 166908 73164 81830 93744 13805 59183 18334 29559 42892 19620 19321 39862 33919 843 54830 38938 33076 81383 10804 9756 23272 3066 1048 12361
shrinkage=0.000836755


Tree=1952
num_leaves=31
num_cat=0
split_feature=1426 194 1223 1235 76 561 1160 133 1449 565 915 1423 21 1425 885 683 200 547 1453 1454 1466 1466 1356 405 1236 405 1301 878 656 852
split_gain=26.0187 32.1847 31.3069 37.3751 28.6036 27.0423 26.3922 28.757 27.4684 25.4195 27.9072 25.17 25.8571 30.8563 35.1633 35.5809 27.4956 25.7463 32.0767 34.4674 34.7947 30.1756 26.8658 26.231 25.7793 25.0872 24.7341 24.5865 32.9958 25.9725
threshold=1.0000000180025095e-35 3.4153224476252908 1.0000000180025095e-35 -0.64316232591501354 3.1669479266700802 -0.8664948354579004 1.0000000180025095e-35 1.4314949012339819 0.43239001757989953 0.26958071635042968 -0.45799692572047573 1.0000000180025095e-35 -0.13431221002227373 -0.49854827941355384 2.2685560401286238 -1.3831318875547542 -0.36829310061983322 2.2607263609058417 0.47485221662462634 -0.91909735138557946 -0.29222153102773374 -0.051615836820850705 -0.50019127212278292 1.0000000180025095e-35 1.0296388142365673 3.5736363738346935 1.0000000180025095e-35 1.6473864309851525 1.0000000180025095e-35 -0.22706799479215015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 -2 6 -4 7 8 9 -5 -11 12 17 -14 15 -15 -16 18 -1 -20 22 -22 -21 24 -19 -13 -8 29 -29 -17
right_child=1 -3 5 4 -6 -7 26 -9 -10 10 -12 25 13 14 16 27 -18 23 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00029040626657096961 -0.0015879077019331994 0.0038613938606726233 0.00071663925386535672 -0.002108974749752416 0.009488760734893447 -0.00026774858388440426 0.00071648326244776336 -0.0043330934367238547 0.00080894033185709288 0.0022876083937508592 -0.0012044178787281449 -0.00037696229784762737 -0.00050544759028436871 -0.0010133491303803679 0.0033903608715446501 -4.3819263281442338e-05 -0.0026885440385283469 -0.0010720935416664488 0.0062449137952612409 0.0016615015500018059 0.0047641028815779037 0.001420992093827558 -0.0011700432468607237 -0.0043523328809297497 0.0024977012611267181 -0.0060940484595959805 -0.00065934710200850084 0.0010750038841684101 -0.0020578203901018347 0.00088227669094024348
leaf_count=58142 24347 564 13710 8721 115 57099 9798 1893 3666 1556 3696 43539 38611 8211 268 16749 2259 4980 485 2075 1048 7770 3474 1222 1102 570 10276 1777 2915 31293
internal_value=0 -0.0364177 -0.0393499 -0.0827873 -0.0433587 -0.00779811 -0.0470537 -0.120854 -0.0937653 -0.149534 -0.0129323 0.00506312 0.0157275 -0.00705402 0.0216839 0.0321968 -0.225754 0.0465315 0.0577366 0.147486 0.128009 0.209196 -0.0137788 -0.10015 -0.0407302 -0.0483281 0.0052001 0.0507412 -0.0931642 0.0655686
internal_count=361931 135441 134877 64068 39721 70809 39606 19532 17639 13973 5252 226490 182381 102083 63472 60945 2527 80298 72994 14852 14367 8818 5549 7304 6082 44109 20074 52734 4692 48042
shrinkage=0.00875296


Tree=1953
num_leaves=31
num_cat=0
split_feature=728 1431 794 882 795 491 714 993 1080 981 544 645 920 763 1047 803 899 781 915 508 965 363 476 354 1111 497 1243 407 21 357
split_gain=25.6174 24.9042 24.2635 25.4735 25.2368 41.1128 38.6269 37.3642 36.4857 36.5452 33.8412 39.5152 32.7789 32.6232 30.3859 30.0014 29.1124 28.3836 27.592 27.0008 26.7811 26.7084 26.5819 30.8854 28.1887 25.6365 25.5378 26.0536 24.8315 24.47
threshold=1.0000000180025095e-35 1.8641952677858011 2.2041218380651819 1.3034185432944076 -0.29258408639884992 -1.2387513023354306 1.0000000180025095e-35 -0.89727091510114898 2.2092738772757108 1.5547011264505639 1.0000000180025095e-35 0.66777575187080795 -0.83967173534858641 0.61200252772291008 2.2054433403887272 1.9682860324222273 0.52326998224532062 1.0000000180025095e-35 0.80182227114482363 0.47029952550098625 -1.1493693928560895 -0.67246258324996677 -1.0099296266851885 0.93650898528960891 -1.1125459855977258 0.77435095125050413 1.8443795135674408 -1.2965003005540392 0.81122649975724037 -0.85881491519631947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 18 -6 22 9 15 12 13 -7 25 -11 19 -10 20 21 -9 -14 -1 24 -24 -8 -12 -27 29 -5 -28
right_child=-2 -3 3 28 6 10 7 8 16 14 11 -13 17 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0009429936971390077 -0.00038844427518775355 -0.0010634533078227564 0.0012812497053315654 0.00034812609069287973 0.00045364027591665579 0.0021914146376054624 0.0045632511628805918 -0.00070877055749658162 -0.00058428252568728742 0.00019613584318352732 0.00048868308766054013 0.0012635418155131678 0.0021156990212836701 -0.0012215609384972669 0.0044088240734812441 0.0011841023985466157 0.0028175987956425208 -0.00018615941120291826 -0.0038037987056899428 -0.001747847410045181 0.00059844722570367341 -0.0015457945246657254 0.00082691831909885319 0.0046067119971522101 -0.0026011810610149966 -0.0015210596018125622 -0.0010758846191899799 0.00087248908306981248 -0.0059531921864187567 0.021856012018257501
leaf_count=3493 109090 11428 10396 655 28615 5104 344 49246 1709 7183 17413 7241 5647 14287 670 2561 1975 16533 2275 13709 30962 6696 6043 1059 2012 4861 34 229 413 48
internal_value=0 0.0028315 0.00709023 0.104544 0.00191388 0.025782 -0.0212366 -0.0450118 -0.0609146 -0.0727913 0.0386272 -0.00943196 0.072766 -0.0411427 0.0641882 -0.0910399 0.137337 0.0561068 -0.116545 -0.101682 0.0901707 -0.0659516 0.09071 0.150003 -0.156205 0.010185 -0.124529 0.481509 -0.209907 1.51085
internal_count=361931 252841 241413 11464 229949 114823 115126 86511 77053 73369 102359 44113 58246 36872 7853 65516 3684 53142 12464 62955 36609 10189 9458 7102 2356 22585 5172 311 1068 82
shrinkage=0.00928871


Tree=1954
num_leaves=31
num_cat=0
split_feature=470 464 678 330 1382 115 626 785 43 1454 1221 1323 773 458 616 77 789 886 361 1466 1452 49 596 323 346 1169 781 1449 1453 1469
split_gain=51.9168 72.076 39.3329 40.147 37.299 37.1073 32.2049 32.1155 31.4993 34.5336 30.8139 35.1921 28.9488 26.6582 26.3865 31.5943 26.2277 30.1507 25.7203 25.6829 28.3509 28.2356 25.5505 25.5407 26.4224 25.3497 27.4251 25.3003 28.7555 30.4973
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.44542865074340127 0.081171891487753292 1.3947035982071894 -0.35746415175843377 -0.86283290253235112 1.0000000180025095e-35 -0.80169152520006459 1.0000000180025095e-35 -0.58885791604234206 0.92702874314385986 3.1110272050832855 1.0000000180025095e-35 -0.55998664015744948 1.1248358748350926 -0.56028990723182226 2.9376637778767485 0.57156622312866312 0.90005214643023135 1.0000000180025095e-35 1.9758895415007218 1.0000000180025095e-35 -1.1545887204128136 1.3563391952969075 1.0000000180025095e-35 -0.27114888714012447 0.32774520349467018 -0.83850545498565088
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 16 6 25 8 10 -3 9 27 11 -4 -8 -10 15 -11 17 -2 -18 22 -21 -22 -9 -19 -25 26 -5 28 -1 -30
right_child=2 7 3 4 -6 -7 12 19 13 14 -12 -13 -14 -15 -16 -17 18 23 -20 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0002171164190446677 4.2973103800001096e-05 0.00011039189079949602 -0.0001362215051013278 0.00012184181691006065 0.00017387643580073805 -0.00031031177806443294 5.4525942834499002e-05 -5.9466623419599889e-05 -0.000238049376162436 -0.00013741272657065049 -0.00016714972213465482 4.3683777707362886e-05 -6.4523429368017654e-05 0.00062423862201011848 -0.00019640413252032841 7.4837557397377198e-06 -0.00013740159149670274 -0.00010730230818580676 0.00058162624982452079 -2.2857568639013406e-06 0.00037109205007142151 -2.5105434163570998e-05 0.00012178327851227029 0.00027312282566930852 -2.4772029818302791e-05 -0.00018327143353325594 -5.9739380046094311e-05 -0.00042407759904985125 -0.0010172724776456464 0.00053941583079894625
leaf_count=3539 20762 6813 7451 8771 10833 8797 37010 65653 14816 13723 8291 13036 10172 164 8608 27168 14384 22598 232 11085 1711 1223 3280 1411 29383 2242 4776 3319 93 587
internal_value=0 -0.059689 -0.00380012 0.0232239 0.0920466 -0.123413 -0.00223185 -0.0199954 -0.106934 -0.0825233 -0.0608474 -0.0168307 0.0306121 -0.234361 -0.0598973 -0.0363595 -0.0402903 -0.0235553 -0.132638 -0.0333325 0.0511325 0.231258 -0.0523343 -0.0538992 -0.0112509 0.0268573 0.0584151 -0.26212 -0.120524 0.362076
internal_count=361931 170579 191352 102582 26622 80814 75960 89765 72017 57037 28778 20487 47182 14980 49499 40891 88770 74154 14616 82952 14019 2934 68933 53392 30794 15789 13547 7538 4219 680
shrinkage=0.000942322


Tree=1955
num_leaves=31
num_cat=0
split_feature=43 49 1456 1456 910 1300 1312 188 1462 791 1333 839 1434 1051 1372 1091 1457 652 1450 1458 1449 1463 21 1455 823 1467 1469 631 1458 21
split_gain=25.7091 25.4483 25.2039 37.7027 31.9198 30.084 25.3405 25.0513 29.0637 26.1116 27.643 32.4714 27.1548 26.5024 24.6113 26.3722 25.4167 24.9094 25.3275 25.433 32.9421 36.5618 29.908 36.5929 28.6553 27.0736 41.0462 27.4171 25.7666 25.5567
threshold=1.0000000180025095e-35 1.1349154245379338 3.5267996248326976 3.0602099695377443 0.59898380767563097 0.72569580879455042 -0.64438397240921597 1.0000000180025095e-35 4.0723155983858552 1.0000000180025095e-35 1.9667180021210251 -1.5691029034814035 1.0000000180025095e-35 3.0856045387256095 1.7231870616215912 0.69009342306031496 1.5723103033889971 1.8627252675032671 0.88343564287383192 -0.269398266067507 0.45997831635012221 0.22129606780172761 1.0000000180025095e-35 1.2270625707982405 1.8892083074622052 -0.36323917762374175 -0.67720770228224325 -0.11887883614408844 3.864501503914537 0.43301101584543472
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 -5 6 -4 -2 9 12 -11 -12 -9 -14 17 -16 -17 18 -1 22 21 25 24 -24 -20 26 -21 -28 -27 -22
right_child=7 -3 5 4 -6 -7 -8 8 -10 10 11 -13 13 -15 15 16 -18 -19 19 20 29 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=-5.2507187704052887e-05 -0.0010040621276069508 -0.00055714443640350446 0.0045406647656974835 -0.0090559247592251445 0.0028092036049701292 -0.0016448549815552935 0.0011680269076551413 -0.0009517718031153865 0.0061947786518560533 0.00039709867282769181 0.016596962112479401 0.0029915832910817558 0.00050382657155685206 0.011940735319523969 -0.0013111119532920117 0.00029278258309396038 0.0069850307474457023 0.0008207715913334994 0.0012485960814937777 0.0014119577707634487 -0.00080883760285795482 0.00028078803503673986 -0.0021533042102803218 0.0041262850712957596 -0.0036908434629768258 0.0011429056670406224 0.0082998607505816568 0.0029057083536866085 0.01007496219157253 0.0016425830595098766
leaf_count=182947 35052 36494 1202 397 131 1058 2892 21402 271 11420 93 699 5766 74 12274 2676 208 20376 5137 1107 4779 3524 3719 350 716 3030 960 648 106 2423
internal_value=0 0.000363733 0.00796079 0.00449813 -0.617881 0.155593 0.235627 -0.0513396 -0.0133951 -0.019523 0.0736302 0.500685 -0.0600922 0.0730518 0.00575563 -0.0870319 0.0935711 0.0112727 0.00415208 0.0663351 0.116379 0.200331 -0.0234872 -0.162885 0.0824944 0.305471 0.458583 0.680488 0.165514 0.00838791
internal_count=361931 287154 250660 245508 528 5152 4094 74777 39725 39454 12212 792 27242 5840 244980 15158 2884 229822 209446 26499 16577 9375 9922 4069 5853 5851 2715 1608 3136 7202
shrinkage=0.00928871


Tree=1956
num_leaves=31
num_cat=0
split_feature=1430 1298 1444 1022 959 395 712 1043 846 1053 1117 1469 428 983 634 488 1023 623 982 596 322 1223 777 1318 462 560 555 1382 677 1379
split_gain=25.526 42.9223 34.9582 35.5643 31.1911 27.3352 26.4876 26.123 28.864 25.7783 25.2576 24.3773 29.2472 28.9943 30.6593 24.9074 23.5108 26.4528 27.5724 25.7313 23.1126 23.1041 25.5479 23.0084 22.7762 29.6687 23.0956 22.7743 27.0879 26.205
threshold=0.54622893720785959 1.0000000180025095e-35 0.61050815248025436 0.67527595557081987 -1.2907225086880219 1.0000000180025095e-35 -1.5590971551374573 -1.85230392566313 0.27815439065979142 0.35295098536495306 2.1840411250722549 -1.2083100587446829 -1.03741653059363 -1.1801458356332846 0.92946304288613313 1.4630702823108999 0.36003600613833892 1.0896613004056201 2.9259986913243421 3.0920830256423057 2.8938752694049605 1.0000000180025095e-35 -0.78652535839146887 1.9398184195067165 1.0000000180025095e-35 -1.0149550512152934 -0.92652388781455908 -1.0481563669762106 2.6489064257134509 -0.68228974393190578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 21 10 -5 8 -4 -7 11 13 -13 -6 24 -14 17 18 20 -19 -3 -1 -23 -8 25 -15 -26 -18 -29 -30
right_child=-2 16 7 6 5 9 23 -9 -10 -11 -12 12 15 14 -16 -17 27 19 -20 -21 -22 22 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.002445496943195233 0.00021431238463854031 -0.00026998181920408578 0.00087041539713112088 -0.0056576301465732521 0.0052667018698356926 0.00031271619671150981 0.0038997867533701451 -0.0016340300706831985 0.017747296080527414 -0.0010138980414975689 -0.003673496229239548 -0.0029688968726452342 -0.00080508651095261973 0.0059474359958237143 -0.0043331069090973024 0.0010596005759179112 -0.0011604640704343065 0.00048411320519456288 0.0028866823245678702 0.0048877189249512554 -0.003367419635157558 0.0017494465966416434 -0.0012504437443203737 -0.010235742269905911 -0.0065631610778814223 -0.00088343986343546925 0.0046868495367731267 0.00062374135915395953 -0.0042020928804768357 -6.3399181140252097e-05
leaf_count=12394 85047 90894 228 140 428 31646 1125 17087 78 7480 1437 4031 32186 270 502 3883 3648 13964 1133 447 1588 1614 7283 44 103 1999 719 38315 727 1491
internal_value=0 -0.0198163 -0.0559284 -0.0407769 -0.0467546 -0.030224 0.299307 -0.172663 0.647909 0.00992188 -0.0757945 -0.0652992 -0.0876914 0.0950142 0.0262589 -0.0681743 0.00420766 -0.0154691 -0.0302773 0.0740751 -0.0347505 -0.156507 -0.0729619 0.391996 0.106513 -0.00809854 0.419436 0.0444245 0.0576066 -0.160784
internal_count=361931 276884 124677 107284 105975 84684 1309 17393 306 39126 45558 44121 40100 4021 3593 36069 152207 108026 93615 14411 92482 21291 8897 1169 3091 2269 822 44181 40533 2218
shrinkage=0.00875296


Tree=1957
num_leaves=31
num_cat=0
split_feature=785 181 727 1148 932 120 324 134 217 1030 809 608 623 869 1457 263 1469 1427 1441 354 1383 544 633 341 346 428 905 1453 1453 1458
split_gain=62.6018 46.7187 37.5059 36.9412 49.1081 34.9234 42.8822 35.3615 30.1992 29.3807 28.7198 31.1935 31.3766 28.5546 27.7074 27.3182 26.5642 26.379 27.4817 26.5884 25.5214 25.4306 29.8793 24.585 24.3644 28.6537 24.0057 23.9662 30.6609 34.8351
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 1.0000000180025095e-35 1.0000000180025095e-35 0.47914954037548679 -0.95665631870659673 0.99422031274767553 1.0000000180025095e-35 0.66665475971017707 -1.0745431413596906 -0.57653763495970078 0.68635126017805159 1.6445160113075163 -0.95652820086619317 2.2971197365863145 1.7193014468115779 1.4862013929906015 2.2050041970145204 1.0000000180025095e-35 0.29477308752353021 1.3462168560862613 0.22414172584433242 -0.68788648655711215 1.0727613779984251 1.8542327338821203 2.2885072527523254 -0.16839995161411095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 26 5 23 8 10 -8 -2 24 11 13 -13 -7 -15 -3 21 18 19 27 -20 22 -10 -5 -4 -26 -1 -18 29 -29
right_child=1 15 9 4 -6 6 7 -9 16 -11 -12 12 -14 14 -16 -17 17 -19 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-4.9401941978311457e-05 5.1852929706732414e-05 -9.8088789213000317e-05 0.00017728827851918222 5.7644195060451175e-05 0.00035419637540754439 1.0918534867138675e-05 -8.0432542658783948e-05 -0.00024529216523160345 4.5752939923238164e-05 -0.00018988245818263685 -9.1446954145770361e-07 -0.00034904729356669353 6.5918398394896542e-05 -0.00021026393263292163 1.9434403955946554e-05 8.7079602206932986e-05 -5.0552391834814825e-05 0.00012081949725666908 -0.00019968328965782795 0.00010296329680528521 0.00056660211241851951 0.00010703566962556894 -0.00012246509380033676 -0.0002206529768428063 -0.00032436605886374236 8.4402542519361218e-05 0.00019056026775579 0.00051583571098811698 -5.5824533170782257e-05 1.0898821497991367e-05
leaf_count=11025 22862 66760 12160 9281 1780 5227 16916 9799 9842 997 37675 901 5950 16961 3344 3060 86320 3562 6169 5425 166 9366 5562 1481 748 3103 1526 864 2156 943
internal_value=0 -0.0397274 0.0636771 -0.0272016 0.0843962 -0.0336522 -0.0698427 -0.153665 -0.0137605 0.131489 -0.0401109 -0.097999 0.0254087 -0.147393 -0.196245 -0.0998841 -0.0269168 -0.0431251 -0.0500225 -0.041129 -0.202573 0.03483 -0.0174629 0.0300867 0.154792 0.00729745 -0.0218701 -0.0498437 0.110714 0.309006
internal_count=361931 332372 29559 262552 12542 250010 96773 26715 153237 17008 70058 32383 6851 25532 20305 69820 130375 105605 102043 95708 6335 24770 15404 10762 16011 3851 12551 90283 3963 1807
shrinkage=0.00087056


Tree=1958
num_leaves=31
num_cat=0
split_feature=476 1097 785 1470 728 21 332 395 402 1071 994 475 1470 487 541 21 657 921 968 253 1456 625 955 21 865 418 632 854 1098 417
split_gain=53.4565 52.7911 50.1088 45.5402 39.0894 35.7678 34.8359 52.4485 37.8551 38.1773 37.267 34.4497 34.582 33.5633 31.8362 31.3106 29.2692 28.8004 29.9062 28.4446 32.4976 28.2365 28.2361 30.0794 28.9758 27.4368 28.2524 26.6993 29.2836 26.4336
threshold=-1.0099296266851885 -0.95342879297703587 -0.86283290253235112 -1.1535394197080833 -0.49008176997875957 1.189441983669046 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.69084194168817237 -0.71270203125691001 1.0000000180025095e-35 -0.32567218528445913 0.35570349484642388 -0.55676187874653171 -2.7818205974049124 -0.29429909822911982 1.0525743831388839 -0.20903730850203722 1.0000000180025095e-35 1.3778752582070839 -0.62240508625585 -0.56067130660624642 -0.32341995197817647 1.0000000180025095e-35 1.3578225241611832 -1.9105277061999291 -0.87473648844905705 -0.65750918523183322 0.98081066768333092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 4 -2 -3 25 7 11 -8 10 -10 12 -4 14 -1 -15 -11 -12 -19 20 29 -17 24 -24 -9 -5 -27 -6 -29 -13
right_child=1 2 6 5 27 -7 8 22 9 16 17 19 -14 15 -16 21 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=2.5125011715399505e-05 9.4406291427611417e-05 -0.00016988528334643908 -6.0787813825579517e-05 -9.9715064147456989e-05 0.00033023909645628233 0.00015540016615900025 -3.6338577007090562e-05 -3.5167026349269247e-05 0.00018755235081800012 6.6240861479553034e-05 2.5239599762039065e-05 -4.095679565704833e-05 -0.00022636251503173216 0.00063675775274146221 -8.4303589575718876e-05 -4.3582754134409288e-05 -0.00013772453306375577 -6.2086941412588606e-05 0.00025415430509746377 -0.00016137526783919072 0.00045764266513228358 -0.00019070591083219496 6.0656371645201379e-05 -7.5420090801740699e-05 0.00015323561319928236 0.00088297707034086493 -0.00033654488474620927 2.5395046606855124e-05 0.00018751742901360174 0.00030870704280106816
leaf_count=21047 6179 2135 12780 41187 2223 2284 36935 5318 7939 4106 37948 7669 17730 207 37166 11167 6465 1481 4108 5400 870 26969 10658 20202 7759 97 4329 10490 7888 1195
internal_value=0 -0.00960552 0.00452023 -0.0796732 0.0991155 -0.107968 -0.00741341 -0.0426432 0.0176733 0.0469122 0.0699499 -0.109408 -0.160359 -0.0771331 -0.0426951 -0.141997 -0.0624944 0.0468758 0.181921 -0.0106999 0.0652723 -0.149345 0.0052752 -0.0319798 0.0846881 -0.124919 -0.322228 0.127251 0.100773 0.0164364
internal_count=361931 265375 211299 54076 22736 47897 188563 89581 98982 62047 51476 45644 30510 96556 58213 38343 10571 43537 5589 15134 9734 38136 43937 30860 13077 45613 4426 20601 18378 8864
shrinkage=0.000942322


Tree=1959
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 712 12 1449 712 1430 232 651 1237 1243 854 927 730 585 401 1012 706 736 1079 78 953 981 508 354 175
split_gain=60.6928 44.1856 80.2383 49.3826 46.6836 40.5832 34.3226 32.9289 28.8888 29.0714 29.4673 28.6602 28.3566 28.1422 28.0872 25.6314 29.1075 29.896 26.7874 25.7516 25.406 24.6878 26.5497 25.201 24.7453 25.9709 24.6097 24.3207 28.0312 26.0182
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.63779424894106762 -0.59727736220901595 0.74561756370782817 -0.63779424894106762 4.2254883379486126 0.92584771804271815 1.1107569744011787 1.4298092310842805 1.473013388195284 -0.87473648844905705 1.0483613175537825 -0.33215574005720661 1.0000000180025095e-35 2.6445107718578433 1.4711245761114824 -0.3535015761321067 1.0000000180025095e-35 3.0729769241839433 0.51980652663356819 1.0000000180025095e-35 -0.38896401988591511 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 14 7 8 -1 -5 9 26 -11 27 20 15 -3 -8 17 -17 -19 -18 -6 -4 -23 24 25 -24 -2 28 29 -9
right_child=1 3 21 4 12 -7 13 11 -10 10 -12 -13 -14 -15 -16 16 19 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013822664864225926 -0.00017635106967467574 -2.3213655322840165e-05 2.2722052743029447e-05 -4.0389144007149334e-05 -7.0257224244861641e-05 -0.00024432701754280989 0.00028573676602203164 0.00018271873718842156 2.468906009551123e-05 -0.00015502504076062116 0.00080068845331288216 -5.1029220861470465e-05 -0.0003299390228304854 -0.00014141425071539796 -0.00012968425690899145 0.00011056684428470261 0.0003030016683873097 7.7190040060995914e-05 -0.00015240888233907201 -0.00073348574885916508 0.00051799160714357259 -1.6115228515991527e-05 -0.00015366896777738488 0.00060538470326839051 -0.00026028518418705099 3.8086249579427831e-05 9.9531602722885334e-05 -3.3943978964254418e-05 0.00035894556916747801 6.0363947652936582e-05
leaf_count=3225 2463 115614 30816 9440 4692 20329 2402 9671 7886 38294 97 4378 1384 1892 12354 12628 2587 3218 3469 138 257 32414 9011 163 5175 4934 4180 3544 1669 13607
internal_value=0 -0.0336357 -0.0658644 -0.0114578 0.0427269 -0.140042 0.0682478 0.0680716 -0.107524 -0.136197 -0.16908 0.0972207 -0.117083 0.0919845 -0.0363456 0.111169 0.0887344 0.060783 -0.0474921 0.301153 -0.0464561 -0.0229384 -0.0548103 -0.129976 -0.139805 -0.0880878 0.00770374 0.120626 0.142893 0.125106
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 45034 38391 32869 6333 26334 127968 24442 22040 19315 6687 2725 4949 82513 51697 19283 19120 13945 6643 28491 24947 23278
shrinkage=0.000887971


Tree=1960
num_leaves=31
num_cat=0
split_feature=125 50 267 885 471 671 189 858 738 1298 560 1286 1150 638 1366 1458 651 710 1400 1383 328 1469 813 1189 1470 1181 471 1452 789 377
split_gain=25.484 34.1027 38.0706 32.5365 32.7859 30.2051 28.4466 25.7977 25.2766 24.2428 35.5233 26.3197 26.1587 31.4202 27.694 26.1994 25.4683 25.4067 25.0856 24.8332 23.793 23.7037 27.0305 23.621 23.4949 23.3392 23.2499 24.0291 23.9091 23.8942
threshold=1.5320262332576917 0.55630078546380823 1.0000000180025095e-35 2.9080136987884808 1.0000000180025095e-35 3.6299308178198681 1.8561097231165069 1.0825608069246189 3.5871651185081377 0.60955665694886108 1.0439930387011487 1.8566435897555933 1.0000000180025095e-35 0.24987795044052011 2.0183251275724516 2.6054386111478895 1.1107569744011787 2.0581232305957067 1.8781922025717328 2.7085190290768657 1.0000000180025095e-35 -1.2319146079207914 1.304868341751126 2.1624813988539358 -0.97613929804587818 0.95332492134899383 1.0043670984357114 -0.57258149932046476 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -2 7 9 -6 26 11 16 12 14 24 15 -1 17 -11 21 23 -10 22 -13 25 -14 -19 28 -28 -3 -30
right_child=3 8 -4 -5 5 -7 -8 -9 20 10 -12 18 13 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00012745876582846935 -0.00025281240796230396 0.00048039051106443505 -0.0012570939483520346 -0.0039357632479145553 0.0018049182213151944 -0.014726400704243546 -0.0016225449369834497 -0.0011074659824125458 -0.008201506265843159 0.00063743824743520648 -0.0014144482999357757 0.0055214910797357387 0.00086157848354389123 -0.0017666977282987577 -0.0020334044073199863 0.0024474989541882525 -0.0011437711405115391 0.0010732254712452463 0.0069101906210716196 0.018618458709886265 0.0054060523811139865 0.00028154376551370677 -0.016859021029030769 0.012966364490473292 -0.00077388575798241705 0.0066044935335976629 0.0032843507362457199 0.00059545302640115136 -0.00087657416123705211 0.00074206839825420915
leaf_count=93589 11489 44944 33287 733 12785 62 11960 1707 422 30359 5688 663 7380 21337 5406 2082 4163 2119 389 42 98 7899 32 103 29328 526 2334 5145 18561 7299
internal_value=0 -0.0148926 -0.0293532 0.0530042 0.0659142 0.128308 -0.0194088 0.134188 0.0237194 -0.0139024 0.0320546 -0.0277061 -0.0354488 -0.0795331 -0.013906 -0.0052508 0.0568933 0.0774354 0.0879634 0.275717 -0.496021 0.0630891 0.424211 0.246391 -0.0375638 0.203166 0.0266418 0.133538 0.0134987 -0.0394493
internal_count=361931 335155 256352 26776 26043 14554 223065 14492 78803 211105 43000 168105 159122 58045 101077 95671 37312 33149 8983 2790 520 8594 695 2748 36708 2645 78283 7479 70804 25860
shrinkage=0.0108832


Tree=1961
num_leaves=31
num_cat=0
split_feature=785 519 727 728 869 921 783 382 126 583 395 566 648 550 727 789 639 965 588 706 667 144 649 1030 834 769 858 747 791 813
split_gain=68.9211 52.141 52.9528 52.3598 65.3026 57.4778 87.0134 45.0253 42.9811 41.005 37.4355 36.8215 36.5563 33.9489 33.7926 33.743 32.9433 32.7182 31.7099 31.6995 31.4081 32.3826 29.5994 29.5465 28.9541 34.7093 28.8308 28.4543 28.3797 34.1096
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 -0.55326332990463356 1.0000000180025095e-35 2.1710320005650359 1.8166789435549495 0.29966714842153758 1.0000000180025095e-35 1.1248358748350926 0.11942102837874842 0.1463002810917281 2.250834115212506 0.85558832110916161 1.0000000180025095e-35 1.2876145863397357 1.0000000180025095e-35 0.99422031274767553 -0.55738587327289035 0.53390540777970152 1.0825608069246189 1.6274895855248437 1.0000000180025095e-35 2.1641256470006294
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 19 9 5 8 -7 15 10 13 -5 20 24 -2 -1 -4 17 -11 -9 -3 21 -6 -21 -16 -12 -26 27 -8 29 -10
right_child=1 2 7 4 11 6 26 18 28 16 12 -13 -14 -15 23 -17 -18 -19 -20 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.362834229307923e-05 4.7488264998546784e-05 -0.00015498951396045554 0.0003222039284383579 -0.00016013552957420697 -7.2737951221014342e-05 -1.4027988594425007e-05 0.00039985503187828019 -3.9616808700702414e-05 -5.8068701277766415e-05 6.7786178884750401e-05 2.0453428271473697e-05 0.0001198529499974619 0.00016193043262444093 0.00028286030410263453 0.00015180570867846934 -4.8622248116222985e-05 -0.00014197145387033895 -8.0742426178230287e-05 0.00044108488409855235 -0.00012900536084487404 -0.00019361527043700638 -0.00027666962602644211 0.00027375013378683086 -0.00021408316160328815 -0.00015754652990991627 2.2959801592388229e-06 -0.0001444415431024985 -0.00018438773753876232 5.9794621893987022e-05 0.00022482439988676358
leaf_count=12551 16470 6191 5244 34136 41940 18652 4131 5060 42517 16348 11500 2811 3091 2851 16011 1127 11228 12286 640 1462 35388 5125 1794 997 22250 9635 566 362 17665 1902
internal_value=0 -0.0410587 0.0568202 -0.0496244 -0.0651814 -0.0403973 0.0589356 0.142394 -0.0586332 0.00922986 -0.0959137 -0.123435 -0.0572499 0.0895801 0.0673019 0.258744 -0.0334545 0.00443431 0.0115531 -0.0668267 -0.134537 -0.0959087 0.102864 0.13151 -0.0752585 -0.110936 0.300314 0.356525 -0.0156288 -0.0453824
internal_count=361931 332372 21518 310854 251671 166407 23711 12071 142696 59183 80612 85264 46476 19321 29559 6371 39862 28634 5700 9447 82453 47065 3256 17008 43385 31885 5059 4493 62084 44419
shrinkage=0.000980392


Tree=1962
num_leaves=31
num_cat=0
split_feature=184 1467 470 602 1291 1036 391 508 556 1432 185 348 871 1043 1466 1469 1318 1463 217 947 1469 965 21 1450 1464 838 1283 506 1183 1111
split_gain=25.0122 27.6871 28.2595 26.3476 25.3306 27.0993 25.0717 24.8901 26.6573 34.2822 24.4725 28.8389 28.7265 25.3464 24.3368 24.2563 29.0374 23.7668 23.5296 24.3401 23.7015 23.4996 28.3643 27.0724 24.8755 23.221 23.1272 23.601 23.948 22.1819
threshold=1.0000000180025095e-35 4.0242090356330973 1.0000000180025095e-35 0.66849908449309148 1.0000000180025095e-35 0.036723915504126216 2.8985196875170618 0.47029952550098625 -0.75505603019812917 1.0000000180025095e-35 0.45051850460492232 -0.55041666433932057 1.0000000180025095e-35 2.91119847721072 1.5748972947834672 -0.71261452604640596 -1.1095184216075256 5.6853485453425652 0.25888303075504332 3.6025679908205368 1.569158560977409 -1.1493693928560895 1.0003342417131433 -0.61730124752240512 0.62857067858593341 2.629963714887575 3.4173003939220594 -0.33605752069368178 1.9531521395907616 1.3000075940542775
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 15 8 -2 -10 11 13 25 -4 -3 16 -6 18 19 -5 26 23 -23 -17 -24 -13 27 -20 -29 -27
right_child=1 14 10 17 6 -7 -8 -9 9 -11 -12 12 -14 -15 -16 21 -18 -19 20 -21 -22 22 24 -25 -26 29 -28 28 -30 -31
leaf_value=4.688341115441873e-05 0.0015074468541152197 0.0045864267975063832 -0.0011469532820872646 -0.00086933995061750518 -0.0048498401131632819 -0.0017060382508327556 -0.0063834669515211336 0.0016113676066356007 -0.00035463097071911315 -0.0036479263120299732 0.00062995040935858078 0.00022272177690531254 -0.001364650693081256 0.0055986505766315803 -0.0022814800770866654 -0.0052785606551469955 0.00038534876781875095 0.014331322177354191 0.0026971628102338114 0.0060878909694042352 -0.0045191058298749568 -0.0029659028003577522 0.002286723105584804 0.0021300586399635615 -0.0066851657840035919 0.0032843358765808554 0.010558095119335188 -0.00089912869398475976 0.0097194000236269559 0.017341778928309667
leaf_count=225587 2702 795 18028 8571 813 9906 1299 3576 8373 2781 15888 27755 6859 206 309 556 5636 35 2333 194 380 13672 1057 1653 236 322 118 2128 102 61
internal_value=0 -0.0357699 -0.039347 -0.081373 -0.114656 -0.0612892 -0.185444 -0.00336778 -0.057607 -0.118653 -0.00936043 -0.0335902 0.00319539 -0.112304 0.305821 -0.168108 -0.0274587 0.00340525 -0.00245949 -0.0736662 0.123548 -0.230012 -0.272489 0.0559674 0.0872419 0.0313888 0.16458 0.137763 -0.0413648 0.579694
internal_count=361931 136344 135240 66121 52260 27338 24922 17432 13856 11154 69119 53231 34997 18234 1104 23623 6449 13861 13826 8765 5061 17174 14965 2209 1293 28138 4681 4563 2230 383
shrinkage=0.00928871


Tree=1963
num_leaves=31
num_cat=0
split_feature=21 476 1235 1467 1176 487 541 705 993 1464 1467 1449 1467 1465 1458 1458 1449 1469 1452 1465 1449 1454 1449 1450 1464 501 1449 1462 1463 3
split_gain=24.584 25.023 33.0271 34.3739 30.2234 29.5062 27.6109 27.5432 30.0773 29.585 42.6033 48.2167 49.0387 54.2436 39.5703 55.7114 47.4062 44.617 67.8841 43.5437 42.822 41.9784 38.4485 37.1265 36.8732 34.5679 33.9365 39.0753 35.6335 33.6439
threshold=-3.2545899522946695 -1.0099296266851885 -1.24934742919911 4.0242090356330973 -0.54948467686383295 0.35570349484642388 -0.55676187874653171 1.4125972960924511 -0.89727091510114898 -0.014205097036277146 -0.4611800328772096 -0.52348104485600955 1.9487771429729768 0.29401783374750207 -0.71693843586677841 -0.68909410285287098 0.73264649818312855 0.25123789864468821 0.37490402264961914 -0.50774874858985386 -0.557922637262383 -0.58754815837321106 -0.37234281155855747 1.1911932593428711 1.0000000180025095e-35 -0.36267886824548479 -0.42419611893005865 -0.029674230372801095 -0.27912251124520765 2.0167766895712269
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 -2 9 -9 14 24 12 13 -12 16 20 19 29 -19 22 -16 25 -4 -15 -11 -22 27 28 -13 -17
right_child=1 2 7 -5 -6 -7 -8 8 -10 10 11 26 -14 23 15 17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0037639124767542128 0.00050146775444738685 -0.0014674300935111678 -0.0029908368471316775 0.0048711426333422495 -0.00014007332291894047 -0.0010437822418901523 -0.00055636213822717062 0.0036716946901180505 0.00065298205902003547 0.011139920336071521 -0.00047065739391776259 -0.0047055012555433443 0.0030265658190634791 -0.0038146526236997129 -0.0074883340795807623 -7.8429411488127024e-06 -0.0017054484195694742 -0.00053024040178854261 -0.0035157263816681717 0.0017043408169953049 0.0079008667098493506 -0.0055996890386118096 0.00067950887059321753 0.0029010006875979755 0.00092549924356892825 -0.0011933370943318687 0.00026901732428676658 0.005753541465723106 0.0032499753102741371 0.0024650936716554559
leaf_count=716 20998 19817 2166 441 21486 38192 37081 1600 10468 126 11213 475 1234 4395 990 60147 3417 37093 5049 13553 251 687 4462 365 30858 672 29939 1051 570 2419
internal_value=0 -0.00921972 0.000977664 -0.0650085 -0.074125 -0.0458614 -0.0132969 0.0105315 0.110931 0.00453682 0.0372179 -0.00222877 -0.0971591 -0.130942 -0.0164257 -0.0346016 0.0663229 -0.0268221 -0.0845824 0.107531 -0.366585 -0.154236 -0.0486476 -0.332744 0.101217 0.149606 0.0464203 0.310976 0.00769444 0.00982635
internal_count=361931 361215 264944 41744 41303 96271 58079 223200 12068 211132 80226 49242 17207 15973 130906 107308 23598 104708 42142 20181 2600 1610 6628 4760 30984 923 32035 2096 1045 62566
shrinkage=0.00966397


Tree=1964
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1117 138 800 208 1169 897 853 31 560 148 981 139 691 1464 487 1122 869 210 570 1244 815 13 915 283 791 513 717
split_gain=24.0722 49.3485 37.5924 23.275 27.6952 24.6971 26.7384 25.8325 25.9479 22.9714 23.5353 25.6342 32.5933 25.4501 23.4575 23.2584 22.9465 22.9111 34.5502 23.1939 30.4685 25.7769 22.9138 22.3099 23.719 23.0515 24.5059 22.3023 38.8992 38.3321
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 1.3254776727354749 -0.11091130705238249 -0.57812715656594349 0.24297711158699861 0.48044600209562588 -0.22122293362262549 1.0000000180025095e-35 -0.56960846659031006 0.21517918894664859 -0.43311615753935567 2.8457487783966928 -0.7911895199265091 -0.99189003273918541 1.6528157289603602 2.2811417240063645 -1.0062925101640332 -0.57653763495970078 -1.6838582588564524 -0.2402944615663242 -0.49478911584519475 0.67237773758774566 1.9102003259675611 -0.71904054308896115 -1.2993691927032869 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 5 -5 6 -2 8 -8 10 13 14 16 -4 -12 -11 -13 19 22 21 -21 -3 -19 25 -25 26 -1 -7 -29 -30
right_child=3 17 9 4 -6 27 7 -9 -10 15 11 12 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0079849660842390095 0.00094779161297718921 0.0014724425130044605 -0.00053595429165760155 -0.0014351809488434566 0.0001670485832484334 -0.00017010848199723569 -0.0011456398860727366 -0.0018641172281362571 0.0014261397331006354 -0.0023813581076836854 -0.00010437888806171905 0.00054265042024908097 -0.0019966200907565049 0.020683627265791874 -0.0027780926877445994 -0.00025181119101243255 0.0084172959576702504 0.015209444308624375 -0.0024721438616828262 -0.0031682988735380821 -3.5887635077839991e-05 -5.4995129448639678e-05 -0.0024409972382121743 0.0054273108328936458 -0.01027770282622702 -0.00038342160401236248 0.004338115719931375 0.00012021086760444168 0.00010853603729443431 0.0029425704807072542
leaf_count=64 24985 8831 12891 9266 8826 92368 2673 3318 3789 3050 2754 3105 5264 27 16887 26377 182 82 3122 2008 66616 8693 66 462 35 2923 667 45646 3362 3592
internal_value=0 -0.0304442 -0.08424 0.00801826 -0.0688683 0.0157144 0.0675203 -0.0324191 0.0440792 -0.103271 -0.149964 -0.197936 -0.0794745 -0.0522256 -0.262205 -0.0519538 0.117434 0.00260874 -0.209556 0.00889036 -0.0108784 0.0791595 0.919326 0.102777 0.484757 0.0429074 0.364426 0.0023813 0.0396204 0.182947
internal_count=361931 164106 74688 197825 18092 179733 34765 9780 6462 70537 41110 28192 8551 12918 19641 29427 3287 89418 3270 86148 68624 17524 148 4151 497 3654 731 144968 52600 6954
shrinkage=0.00910658


Tree=1965
num_leaves=31
num_cat=0
split_feature=785 519 727 728 803 666 609 678 533 712 382 678 689 332 583 900 1049 550 608 639 965 706 1366 588 133 264 1450 947 1470 649
split_gain=86.8199 54.805 53.7785 52.9235 63.6731 65.3451 62.8173 55.5895 45.1216 43.1524 42.8976 40.2945 39.3629 38.5057 38.1945 36.0833 33.6698 33.307 33.2422 32.6261 32.8221 32.0701 31.644 31.5312 31.2311 30.5976 36.8138 30.5658 32.1871 29.4918
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 1.0000000180025095e-35 -0.55326332990463356 0.48923120718859159 1.2334500886949249 0.29966714842153758 0.66665475971017707 0.11942102837874842 0.1463002810917281 0.85558832110916161 1.0000000180025095e-35 2.250834115212506 2.7171092817986957 1.0406688472030448 -0.34557539116087493 1.0000000180025095e-35 -0.31778773543280553 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 21 14 7 11 -7 8 15 -1 16 -6 -10 27 17 18 -4 -2 -5 20 -16 -3 -14 -12 -11 -15 -27 28 -9 -23
right_child=1 2 10 4 5 6 -8 13 12 24 23 -13 22 25 19 -17 -18 -19 -20 -21 -22 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00015416496866561518 4.5597205908343087e-05 -0.00014244547656893519 0.00030872189664716236 -0.00021754454918908634 -0.00023557774800566327 0.0003498536121129781 -0.00059740334818780155 -3.3526391799209474e-05 4.5902438516198961e-05 0.00011396033185988094 -2.8543977867148069e-05 7.8488048328475768e-05 -3.8009141335179137e-05 -2.6539629150894967e-05 6.8311836663463056e-05 -5.5516196405324277e-05 -3.4441758288188992e-05 0.00026544962957624765 -7.3282407238390736e-05 -0.00012909831020262291 -7.2069525736128098e-05 -0.00011622261893536673 -0.00012442011560115859 0.00042247769031163456 -0.00027405593139902929 -1.326975691302674e-05 0.00017507343009918205 -1.7318412596218654e-05 -0.00021852333875532886 0.00026306882631147279
leaf_count=3225 16470 6191 5171 42311 2881 3683 279 9271 12047 25512 5060 4547 39111 23527 16348 18294 1200 2851 9819 11228 12286 1462 39586 640 822 6991 7271 18401 13652 1794
internal_value=0 -0.0378942 0.0625053 -0.0466941 -0.0623566 0.0939444 0.30641 -0.0713877 -0.0993063 0.0837097 0.148711 -0.0308764 -0.0680164 -0.0246958 0.0125524 -0.153342 0.262339 0.0901553 -0.192882 -0.0287211 0.00903037 -0.0622912 -0.0878043 0.0210187 0.110265 0.0191892 0.0911448 -0.0796824 -0.150504 0.108586
internal_count=361931 332372 21518 310854 251671 11390 3962 240281 161168 29559 12071 7428 90744 79113 59183 70424 6371 19321 52130 39862 28634 9447 78697 5700 26334 37789 14262 41324 22923 3256
shrinkage=0.000923845


Tree=1966
num_leaves=31
num_cat=0
split_feature=785 728 519 712 382 712 666 1049 714 588 930 791 803 851 583 708 993 1025 485 689 645 914 767 575 588 647 590 475 852 764
split_gain=61.0862 52.3235 37.9225 56.7406 42.7224 36.0063 34.3946 32.418 30.8378 55.5821 53.2729 47.8712 44.044 40.5902 40.5286 39.5842 35.9828 33.0429 32.5345 31.1277 33.9757 31.0096 32.1976 30.8354 30.418 28.6704 71.8804 28.2491 28.0777 30.8491
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 2.2575337098986954 1.2334500886949249 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 -0.33811283005707693 -0.55326332990463356 -0.19102678227058997 -0.89727091510114898 1.0000000180025095e-35 0.55353005178241588 1.0000000180025095e-35 1.0999280683389623 2.4975337861131606 0.46370404152391853 1.0000000180025095e-35 2.250834115212506 -0.87782724458594241 0.58895901036483078 1.3178422683400421 -0.22706799479215015 -0.94389000229694453
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 -4 7 -1 8 -5 14 10 28 12 16 17 18 -16 -12 -13 -2 -11 -21 23 -23 -17 -6 26 -3 -20 -10 -30
right_child=1 25 3 4 24 -7 -8 -9 9 19 11 13 -14 -15 15 21 -18 -19 27 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00015256747465549952 3.7960786041898267e-05 -8.3945648665499634e-05 -0.00014352118023556556 0.00031716525492305072 -3.0675984213667942e-05 9.1220623259794127e-05 0.00011035960798556087 -3.2482853660617982e-05 -0.00017455928101703033 -2.8956797748845673e-05 7.7974973857988835e-05 0.00024589526307917134 0.00014294568023665629 -3.4044355484623842e-05 0.00014566679100799811 -0.00015438833529541165 -9.3444074130881374e-05 3.6134002153416141e-05 0.00012954809308831467 0.00028525514437498434 -0.00014972672316499589 0.0005620384359936232 -0.00050090916519617695 -1.2832535671362741e-05 0.00043156306779383347 -9.0350748820076544e-05 0.0004506116065225536 0.00045671702092430069 -0.0002715192786391768 -4.9076113506542912e-05
leaf_count=3225 12730 4821 3773 5185 5087 26334 7337 1210 24674 3666 6679 5619 4054 13821 4668 12085 48668 7206 3411 4057 856 649 169 20102 640 93730 1384 1572 4157 30362
internal_value=0 -0.0315867 -0.0147424 0.081023 0.145918 0.0706061 -0.0232996 0.259336 -0.0291617 -0.0458576 -0.0575777 -0.0238073 -0.0589528 0.0544549 0.0161633 -0.0275503 -0.0766109 0.13819 0.100679 0.113389 0.21963 -0.0581181 0.367339 -0.0699191 0.0187259 -0.0818675 0.0705521 0.242868 -0.114447 -0.0739977
internal_count=361931 332372 232437 15895 12122 29559 216542 6395 209205 153819 145240 86047 59401 26646 55386 37673 55347 12825 17713 8579 4913 33005 818 32187 5727 99935 6205 4983 59193 34519
shrinkage=0.000961169


Tree=1967
num_leaves=31
num_cat=0
split_feature=785 519 713 872 268 934 382 911 869 648 566 553 620 904 540 592 560 965 486 1328 1105 359 540 989 960 536 809 700 787 1108
split_gain=24.0822 25.603 43.9412 43.1344 42.5679 41.1995 35.2592 37.0485 33.9923 37.466 32.8697 32.6652 30.4964 29.4731 29.9458 30.5441 29.3255 27.883 28.9544 28.0052 27.7591 26.6647 26.1354 25.1144 25.1932 26.9584 26.0584 27.4576 25.4331 25.1017
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 3.0757328524286596 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.7533767525385751 1.0000000180025095e-35 1.8166789435549495 2.1710320005650359 -0.032233800100399751 1.5209264779549863 1.0589303298966024 -0.93049901949950853 2.2072823260557821 1.4889352106746172 0.85800615833067029 1.7878238918079068 3.0431592371564915 -1.1873861383992999 -0.57122110752499655 0.99026637822014563 0.70096181329179597 -0.64257916016084482 1.0000000180025095e-35 1.0000000180025095e-35 -0.83201376229731749 1.4337814159034321 0.84929707023936563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 8 6 17 7 -3 9 11 -10 13 -8 14 15 20 21 18 -2 -19 -4 -13 -5 24 25 26 -16 -28 -26 -7
right_child=1 4 3 22 -6 29 12 -9 10 -11 -12 16 -14 -15 23 -17 -18 19 -20 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.00045156427579827956 0.0011444340602475762 0.0025159908286144202 0.004618296500076469 0.0027910109765073147 -0.00066120093801881358 -0.00045645860832967588 -0.0002886752994886129 -0.0015972697593723217 -0.0008153738814400441 0.00085944241126345848 0.0013544413147791989 -0.0014149025366797809 0.003591253174655524 -0.0010003817552792066 -0.00042238310291243674 0.005807201525427891 -0.0030049579623738689 -0.0001065251352224852 0.0042010536459904657 0.010143517448269575 -0.0017657584313867192 -0.0003141433935223213 -0.0017986341985792621 -0.0010555849325705234 0.00075082198028280408 -0.00088575201104247017 -0.00088478514698977974 0.00161638458747041 -0.0019290802205966389 0.0010851627518902256
leaf_count=29559 15548 6126 318 2449 7713 24200 6082 810 82895 12490 2854 15467 787 13722 10251 324 2338 9326 1135 93 7822 39862 519 6191 34724 12242 2066 6886 1530 5602
internal_value=0 -0.0142182 -0.0203115 -0.034212 0.0549319 0.0362956 0.121996 0.225626 -0.0380133 -0.0199344 -0.0805809 -0.0303345 0.016902 -0.00553364 0.00940039 -0.135762 -0.0766199 0.101521 0.155728 0.00168423 -0.16549 -0.065257 0.218888 0.0220954 0.0340721 -0.0135152 0.0376111 0.117234 0.0725243 -0.0210783
internal_count=361931 332372 310854 254950 21518 55904 13805 6936 251982 166233 85749 153743 6869 96076 82354 8464 57667 26102 16683 9419 8140 55329 2968 73890 67699 31445 19203 8952 36254 29802
shrinkage=0.00892802


Tree=1968
num_leaves=31
num_cat=0
split_feature=1371 1454 1459 1449 1463 1465 1459 747 1462 1028 754 1469 1451 694 1449 1449 1449 1464 1455 21 1458 1454 1457 1458 1466 1458 1470 1462 609 1463
split_gain=23.8498 24.8275 24.1712 29.296 30.8139 33.8781 38.333 33.1092 30.4873 29.6501 29.4598 27.9707 31.6619 33.7907 30.9728 59.2945 55.3162 47.8749 48.2255 46.7282 45.3067 43.9674 46.7993 43.9113 42.6207 41.3396 35.4988 37.7542 36.2721 33.8101
threshold=1.0000000180025095e-35 -1.0936914102283182 0.49900387419946662 0.54666235280553288 0.75882227130447155 0.73445787724978617 0.015014468430795973 1.0000000180025095e-35 1.7040583319813172 1.0000000180025095e-35 1.0000000180025095e-35 1.510147188037138 -0.39787897668649203 1.7376952764670892 -0.32183734465273589 -0.41360575089286639 -0.30724857489969548 -0.34821093172591422 -0.2541159255210349 2.1349806934485605 0.24391125146464598 -0.2363894608792538 0.4507922622690933 0.036661978097680334 1.4808384683488722 0.19850331643925798 0.43911945032593663 3.0530110531883921 2.9086430321303127 1.1980566001670445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 8 10 -5 -6 -9 -7 14 13 -13 15 20 -16 19 24 -17 21 22 23 29 -19 -23 28 -28 -18 -4
right_child=-2 2 11 4 5 6 -8 9 -10 -11 -12 12 -14 -15 16 17 26 18 -20 -21 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0068887707210626477 -0.00057551295973364231 -0.00021882295988747303 0.00081908233685176865 -0.00060863275687357359 0.0037405832651085402 0.0021599124616212052 -0.0053802589115753046 -0.00053962613909599728 -0.0012612222362674932 0.0011783940590932053 -0.0042600777500510327 -0.00033606145619237686 -0.0050894618256654587 0.01769952472971275 -0.0069570276349669672 0.0096132024419116266 0.0004244987982210003 0.0024156401171139845 -0.0033137811377364716 -0.004968462010375139 -0.00064745371425618077 0.0020384761119642634 -0.0041778808040515902 0.0096605594575537804 0.014184785660032015 0.0082862851669306872 -0.0023179137597544195 0.017693082748028749 -0.0051778053582293669 -0.007435623757179168
leaf_count=311 48317 205576 4810 17168 3252 1705 607 7058 644 14355 404 632 987 48 580 670 33653 642 649 110 7253 6845 1078 202 124 386 3127 36 467 235
internal_value=0 -0.000999426 -0.00042499 -0.011015 0.0410069 0.179088 -0.010931 0.0156049 0.3097 0.0714906 0.112849 0.0379493 -0.25876 0.108015 0.0452775 0.108885 0.00649019 0.448853 0.180308 0.833839 0.072209 0.14731 0.00489754 0.0908363 0.513828 0.25767 0.0160655 -0.215021 0.0360183 0.0446675
internal_count=361931 313614 313303 250769 45193 6612 2716 38581 3896 21413 2109 62534 1667 680 60867 23004 37863 2195 1415 780 20809 13556 6325 5247 766 7231 37283 3163 34120 5045
shrinkage=0.00947448


Tree=1969
num_leaves=31
num_cat=0
split_feature=470 464 678 330 601 718 1382 785 1043 1376 1298 81 705 1185 462 741 213 351 570 557 534 996 60 158 1169 781 841 1173 704 1465
split_gain=53.0256 73.761 41.8669 41.3328 39.337 40.2652 36.8001 34.7305 30.7878 32.9205 30.3065 32.4019 28.9278 28.8656 27.2114 26.8815 26.8106 35.2033 26.353 26.2335 27.1213 31.549 26.2262 26.1159 25.7847 27.8697 25.609 25.8292 26.9158 26.3701
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.44542865074340127 1.0000000180025095e-35 1.0000000180025095e-35 0.081171891487753292 -0.86283290253235112 1.0092399748889116 1.0000000180025095e-35 0.60955665694886108 -0.89343106475525358 -1.0414917589324884 -1.0377741550403357 1.0000000180025095e-35 -0.65696253498209489 -1.3901114593260184 -0.40655733995463411 0.011654419542863202 -1.0471143175523501 -0.65191143814350749 1.0565563832172893 1.0000000180025095e-35 -0.87865935993649835 1.3563391952969075 1.0000000180025095e-35 1.1672291848996961 2.437247391288011 1.4574846684037308 0.18254151478801925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 26 8 10 -6 24 -3 9 13 11 -1 -7 -4 -9 -10 17 23 -11 -15 21 -21 -13 -14 25 -5 27 -2 29 -29
right_child=2 7 3 6 5 12 -8 14 15 18 -12 22 16 19 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00034882039825800975 -3.1056994499328621e-05 0.00011595730577268801 -0.00017804599286229845 0.00012541057369229043 -0.00024155060995194419 -0.00013116067977123953 0.00017572514941596455 -9.0265295625533558e-06 -0.00021428306888116917 5.2444589793789561e-07 6.1960051197721812e-05 -6.4089152724081729e-05 -0.00051766119284802833 -0.00013951588361672162 -9.8891068476444932e-05 -1.9021878749616218e-05 0.00017922978436850714 -0.00022500185879396455 -0.00015172432669790508 4.2523523223568502e-05 0.00011566745913510539 -0.00022889413644660344 -0.00030126001606837214 0.0031534046456193647 -0.00018239535722123389 -5.770104312193664e-05 -0.00013459856865373276 0.00046431368057205514 -0.00059843214715671659 -7.1821989091322831e-05
leaf_count=4488 75396 6813 2490 8771 27693 3813 10833 60803 4289 15385 6318 32912 22 2784 22149 7324 1492 56 8102 11644 22147 1795 3953 67 2242 4776 11227 1309 190 648
internal_value=0 -0.0596535 -0.00314182 0.024752 -0.124162 -0.206524 0.0945996 -0.0194768 -0.00109266 0.0175052 -0.0804351 -0.109492 0.00687967 0.0512632 -0.033371 -0.100146 0.283154 1.44656 -0.0518008 0.0639634 0.0777316 0.00633736 -0.0886076 2.58532 0.0298324 0.0616544 -0.0408006 -0.0260019 0.224698 0.302989
internal_count=361931 170579 191352 102582 80814 33143 26622 89765 75960 64347 47671 41353 5450 40860 82952 11613 1637 145 23487 38370 35586 13439 36865 89 15789 13547 88770 77543 2147 1957
shrinkage=0.000942322


Tree=1970
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 712 12 651 232 486 710 1237 1470 1243 854 927 11 401 1436 406 1097 1046 1106 1012 568 706 736 1079 78
split_gain=53.2491 47.2296 91.8206 45.9093 47.3824 39.3512 34.0775 33.2267 29.2028 28.4652 28.4502 30.6337 27.7306 27.4799 26.9784 25.9871 28.8154 28.0744 25.9424 25.7697 27.023 27.4061 26.2914 25.8588 25.1737 25.0454 24.3958 24.3396 24.5197 24.7565
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.63779424894106762 -0.59727736220901595 1.1107569744011787 0.92584771804271815 1.4335984390013645 -0.35338778544323396 1.4298092310842805 -1.2126727935954851 1.473013388195284 -0.87473648844905705 1.0483613175537825 -0.33379172938304252 2.6445107718578433 1.5601477112223734 1.0000000180025095e-35 -0.34591097486072769 1.661935220429694 1.7864241119909614 1.4711245761114824 -2.1108527219163427 -0.3535015761321067 1.0000000180025095e-35 3.0729769241839433 0.51980652663356819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 14 7 10 -1 -5 24 -9 13 -12 15 -2 -3 -8 17 -17 -18 20 23 25 -23 -15 -6 -22 -4 -28 29 -29
right_child=1 3 26 4 8 -7 12 9 -10 -11 11 -13 -14 19 -16 16 18 -19 -20 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00014996217413348369 3.958409265691951e-05 -2.1242651712671226e-05 2.7844024281738539e-05 -4.2270560329495205e-05 -7.3601808922102969e-05 -0.00026110128987232619 0.00030060776169044655 0.00011490915181430761 -0.00035396249788382953 -5.2413721414189408e-05 -0.00010194538864950283 0.00027572069366736728 -0.00015251577447506545 -0.00023504154245576966 -0.0001321897815482335 -5.2631021553368341e-05 0.00031671131192829733 0.00010761418732824858 -0.00079104911922251505 7.7324893293717256e-05 0.0015039533564827601 2.2532744120328276e-05 -0.00049733192420157958 0.00010244310371594227 0.00054853752819450439 -0.00028872744410920781 -1.4498311648108477e-05 -7.5930645069470225e-05 0.00063901307060739159 -0.00026971844785597134
leaf_count=3225 4401 115614 30816 9440 4692 20329 2402 28491 1384 4378 2607 1952 1892 25504 12354 6620 2587 12695 138 2269 43 9059 727 1418 257 4940 32414 13945 163 5175
internal_value=0 -0.0314676 -0.0648079 -0.00850943 0.0437557 -0.144048 0.064042 0.0693073 -0.117329 0.0985995 -0.112065 0.0696059 0.0877244 -0.133068 -0.032548 0.106787 0.084174 0.0563617 0.295885 -0.156554 -0.174881 -0.0810288 -0.01106 -0.227495 -0.0455933 -0.280274 -0.0187558 -0.0504926 -0.122683 -0.132427
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 6333 32869 52920 4559 26334 48361 127968 24442 22040 19315 2725 43960 41691 14769 9786 26922 4949 4983 82513 51697 19283 19120
shrinkage=0.000942322


Tree=1971
num_leaves=31
num_cat=0
split_feature=470 464 1047 341 106 475 1470 391 762 114 1468 915 1331 164 467 239 280 363 694 753 278 351 1329 560 325 635 626 699 1428 967
split_gain=24.2386 40.8391 28.7065 26.5152 31.2421 28.9302 34.7149 28.7027 31.7087 27.4519 27.3105 25.345 25.9503 25.0948 24.1858 24.8033 26.3049 33.3805 24.0907 28.3692 24.3811 23.7563 23.2018 23.1273 27.3625 27.5682 25.0835 27.7633 26.2725 31.773
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.64366902969566719 1.3462168560862613 1.5231831222158887 1.0000000180025095e-35 -0.19557876273217531 1.0000000180025095e-35 2.32448749172119 3.7888525678453377 2.3634222294985348 -0.74173998807752506 -0.95843289409269072 -0.37949087692264194 1.0000000180025095e-35 1.430904964000941 -0.59548333612474669 0.012378631004104008 0.1569943314123903 0.29736051286470905 -0.1771996794685648 -0.74247966100813867 0.53813572049953429 1.6590601587821199 1.2204488099017878 2.0610481147698709 -0.31839690630110712 1.1242029983858679 1.0000000180025095e-35 1.4952865769287931
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 5 -5 6 10 8 9 13 14 12 -9 -7 -4 -16 17 -17 19 20 21 -8 -1 26 25 -25 28 -28 29 -2
right_child=23 -3 3 4 -6 7 18 11 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0015220693101630333 0.00028342975017467875 -6.0545191725749447e-06 0.001160225218875076 -0.0027941073258429599 0.0033909667714837662 0.0029717124427655166 -0.0072818793157785984 0.014375531834014943 0.010520898182671688 -0.012154875064552061 -0.0046238296413523873 -0.0018991078907198617 0.0010427387151015982 0.00015758151054102028 -0.0017578384437520317 0.0077918572500539039 0.00010153642641533555 0.039586549547283245 -0.0038696382071741436 0.0033832498463627842 -0.00060333412275052553 -0.002189845460436659 -0.0047057712466644008 -0.00086831633212315856 -0.0040512256209063952 0.0027913720193396751 0.00053535165183570238 -0.00073819490293070065 -0.00089268283043728957 -0.001997718593109894
leaf_count=16596 48325 89765 9207 10626 999 3833 1040 105 201 81 858 4983 544 5633 4790 129 351 31 3720 1182 7616 4117 4172 11516 1497 1163 89338 11440 23607 4466
internal_value=0 -0.0305336 -0.0795266 -0.0539104 -0.200255 -0.032604 -0.0750217 0.0592772 0.135222 0.111293 0.00836778 -0.101926 0.363216 0.125722 0.0334085 -0.105425 0.432766 1.23384 -0.156995 -0.109621 -0.142251 -0.288617 -0.185693 0.00805381 -0.0769925 -0.0456491 0.0149795 0.0368339 -0.0166317 0.0104391
internal_count=361931 170579 80814 60046 11625 48421 33041 15380 9748 9547 15366 5632 649 9466 14508 5301 511 160 17675 13955 12773 5157 20768 191352 14176 12679 177176 100778 76398 52791
shrinkage=0.0108832


Tree=1972
num_leaves=31
num_cat=0
split_feature=43 862 785 579 706 363 498 564 312 422 662 519 728 566 382 686 21 1362 1262 635 389 207 899 1029 1106 154 1397 150 214 478
split_gain=24.0213 24.3708 24.2528 25.7808 32.1859 30.5701 29.3306 62.6954 34.2063 32.2532 28.6289 28.4878 37.7455 29.1136 29.1081 25.2983 24.715 29.1185 25.4461 23.9187 23.511 23.2113 23.1971 23.8884 23.1793 22.8254 23.9585 22.7657 22.7611 22.7286
threshold=1.0000000180025095e-35 -0.97446007815901359 -0.86283290253235112 1.0000000180025095e-35 -0.1721380915459165 1.0053983916725071 1.5674918557501278 1.8888677277813357 2.2039299641339203 0.89748478823158429 -0.58271687606615485 2.1420547332082829 -0.49008176997875957 1.7115451368606267 1.0000000180025095e-35 1.6123350876002307 -0.32341995197817647 1.8627633281097242 -0.62488128293360001 -1.1044794169860113 2.0012238438612475 -0.079241368676248411 1.7927110322658526 1.0597212461934613 -0.63805622931522887 -0.4437474286360113 2.3698779073597995 0.83988383310198145 1.3758997814403655 2.664053297859589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 24 6 -5 10 11 8 22 -10 19 16 -13 14 15 -14 17 18 25 29 -9 -16 -8 -24 -3 26 -4 -12 -27 -6
right_child=-2 2 3 4 5 -7 7 20 9 -11 27 12 13 -15 21 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0010194767332298777 -0.00043679264645306938 -0.00054708975439068529 0.0013987868089257718 0.00066536920121423719 -0.0056926229438915305 -0.0016820524258270688 -0.0004947546045629671 0.0044660113380471924 0.0048457119504441773 -0.0042295480683384032 4.7932129516713463e-05 -0.0017772622062179543 0.002280028813261246 0.0035502760691173362 -0.0020267987382028667 -0.0029038271150587493 -0.00056511119044911685 -0.0022035941302298353 -0.0002113477124361114 0.0012625026930575566 -0.013743535808983772 0.00087267182965127324 0.0016293253579202729 0.011899016001588021 0.00094201556665220783 0.00047556043244287207 0.0074575453822238605 -0.0012986484760213837 -0.0025100762274052031 0.0078516632189993968
leaf_count=11263 74777 4941 6850 38170 391 5422 8770 1532 752 153 26126 1921 3430 1457 1812 430 80196 3792 42534 8100 28 2002 423 103 18780 9381 284 6573 1474 64
internal_value=0 0.00110555 0.00491845 -0.00193938 0.0293626 -0.0123843 -0.0188843 0.086545 0.0190828 0.380392 0.00719384 -0.0277064 0.0731569 0.127438 0.0768492 0.202619 -0.0374123 -0.00144224 0.00924063 0.116993 0.468205 -0.0521658 -0.0266699 0.412696 0.0708203 0.0818698 0.184903 -0.0254678 0.0151345 -0.418257
internal_count=361931 287154 275891 252170 84846 46676 167324 11761 10201 905 41254 155563 11052 9131 7674 3860 144511 64315 60523 8555 1560 3814 9296 526 23721 17989 7134 32699 10855 455
shrinkage=0.00892802


Tree=1973
num_leaves=31
num_cat=0
split_feature=50 194 13 707 56 361 1381 1426 890 534 678 1177 214 1038 350 1106 773 1465 544 55 1465 1467 1465 1455 1181 878 1078 1456 837 1450
split_gain=23.8423 40.8615 22.8508 25.31 23.7688 26.4002 22.6125 21.744 22.2301 23.1994 26.5875 23.5091 24.4507 22.9214 23.4934 23.1229 21.7518 21.4152 23.3992 30.8534 23.0685 40.4336 25.8712 22.2655 22.1695 25.9687 23.2463 23.4362 22.1356 22.0613
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.0872934095594717 -1.2602791728342766 1.0000000180025095e-35 0.18459888851483028 -0.72221233428219644 1.3963709736238232 -0.4085554837980378 1.0000000180025095e-35 0.34708990927187483 0.14441631657522511 0.32903649506410432 -0.5452002551763323 -0.64109445123718822 0.35152758346280794 1.0085958590353747 0.56487967955244278 3.9842396498892509 0.91022136014994126 0.60673285399673105 0.013940624581295987 0.57942899407087378 -0.064444062103805558 -0.24829765242226851 2.630508148566769 1.0000000180025095e-35 0.25279868882371143 -1.4298921132615916 -0.33386868244407664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -6 8 -3 13 11 -11 -13 14 -10 16 -15 18 29 -20 21 22 -19 -23 -22 26 28 -28 -26 -2
right_child=17 7 4 -5 6 -7 -8 -9 9 10 -12 12 -14 15 -16 -17 -18 20 19 -21 24 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0019643667113239277 -0.00026141797150525879 -0.00048516808686926641 -0.0002809697135637136 -0.0025744192363034691 0.0035818368622753602 -0.0013329836123714982 6.1983412009067047e-05 -0.0011217358470443338 -0.00097723056177184816 0.00091390454988092725 0.0018871160834304289 0.00021336837418103275 -0.0032495248548899051 -0.00036101312511020457 0.0012964379169884558 0.00045119635346134749 -0.0021144978439612398 -0.0015873024806810562 -0.0071335505243337368 0.010472479814412494 -0.0002099094947548802 0.010264892019132575 0.0044999561872796018 0.0027203055472421007 -0.0033775007181428853 -0.0023701544497618551 5.5483298359594284e-05 -0.0051297484773809134 0.0013891778680216096 0.0002061610218237225
leaf_count=1052 76301 25781 32088 9915 1098 25697 4363 8196 2378 7297 5646 2315 1557 15830 7734 10663 2939 786 367 43 14131 292 396 287 363 848 2588 463 13983 86534
internal_value=0 -0.0299029 -0.0827663 -0.229432 -0.0664129 -0.0842534 0.0890198 -0.00163403 0.00820781 0.0297391 0.0988378 0.0309711 -0.120663 0.00239685 0.0914562 -0.0268569 -0.0719706 0.00847807 -0.00250984 -0.56116 0.0576182 0.301206 0.0634464 0.762086 0.0445518 0.0919026 0.109815 -0.0735666 0.14263 -0.00121764
internal_count=361931 164549 74213 10967 63246 57785 5461 90336 82140 56359 16815 11169 3872 39544 10112 29432 18769 197382 163245 410 34137 1761 1182 579 32376 18245 17397 3051 14346 162835
shrinkage=0.00892802


Tree=1974
num_leaves=31
num_cat=0
split_feature=785 728 784 921 712 1022 1016 578 859 647 590 828 520 232 348 846 146 20 747 746 282 1396 520 962 913 763 982 350 306 139
split_gain=57.0493 43.7517 37.4737 39.1957 35.2156 31.3305 32.9771 29.1794 29.0391 28.6388 71.7509 28.1845 27.7906 27.9385 28.8015 25.9177 26.0066 29.9673 25.4192 26.869 24.972 26.2333 24.7353 24.691 24.6031 24.1068 24.0573 23.9335 28.6176 24.8197
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 -1.0536780337889886 1.5103007336851382 0.46230557827731739 -0.15687313214607637 -0.53268848306471728 2.888475460910541 -0.37168563270387045 6.1031850957970919 1.0000000180025095e-35 -0.94278280720258245 -0.22066983381662078 1.5103007336851382 0.78457125397875782 -1.0282579537198486 0.35720372001585082 1.7621802667917166 -0.57303265440660456 1.0000000180025095e-35 1.6307671772553987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 27 -1 6 18 -6 -5 10 -3 -9 13 14 -13 -11 -17 -18 19 20 -2 -22 -21 -15 -8 -19 -10 28 -4 -29
right_child=1 9 3 8 7 -7 24 11 26 15 -12 12 -14 23 -16 16 17 25 -20 22 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00014570250806431856 -0.00035822232757757059 -7.6527086527025597e-05 -0.00016322884919669586 0.00044225426702478455 0.00025085643528231652 -7.0095600029079009e-06 -0.00015403322079366483 -0.0001840024758543028 0.00013388120165460456 -2.8311200353902479e-05 0.00042740589986125328 -3.3383302652534804e-05 -0.00012907067709793421 0.00030399854702772811 0.00013645410563854155 -0.00011396426422149574 -0.00026283845461626937 0.00040322575788348302 0.00054723284131327711 -6.8171510692946761e-05 -4.295229803848093e-05 -0.00019683228473603065 0.00024667496567469071 -9.8708466001149158e-05 -1.0522964120474601e-05 0.001851579430804919 -0.00045631624397017068 5.6796913686882111e-05 5.0503848434422986e-05 -0.00019879965699825378
leaf_count=3225 5009 4821 6553 1153 3439 103001 5981 1661 6164 29774 1384 6629 2203 3455 8286 63616 158 122 169 6267 11935 16934 1053 661 39942 60 278 22149 4133 1716
internal_value=0 -0.0329741 -0.0175679 0.0401794 0.0659214 -0.03161 -0.0669171 0.0900243 0.17538 -0.0790199 0.0735407 0.0632209 0.0839952 0.109964 0.067138 -0.0911606 -0.12137 0.4916 -0.127259 -0.133414 -0.173516 -0.146693 -0.0137524 0.263871 -0.0304712 1.04942 0.121833 0.00810734 -0.0816272 0.0446128
internal_count=361931 332372 232437 42146 29559 190291 87290 26334 7595 99935 6205 22895 21234 19031 14915 93730 63956 340 41367 41198 33878 28869 7320 4116 45923 182 6442 34551 10686 23865
shrinkage=0.000905731


Tree=1975
num_leaves=31
num_cat=0
split_feature=51 1371 1461 21 346 691 771 708 828 1152 330 419 728 43 841 219 572 570 706 969 483 841 768 581 759 928 789 858 494 77
split_gain=23.9789 23.0983 23.0543 27.193 24.6435 24.9494 22.8897 26.0457 25.3591 22.7421 38.7351 26.7871 22.5378 25.9021 25.4719 25.0205 26.1307 28.8158 24.7291 26.0089 27.7748 32.8148 24.4861 24.2021 23.9906 22.5645 28.7281 31.1443 26.0341 25.9192
threshold=1.0111847875080273 3.4357416210103824 3.9993613276323443 1.5676574675808517 2.2729813834108188 2.2690240148833634 2.1044043402245265 0.93382822447463609 -1.2159501822022838 1.0000000180025095e-35 3.847662738988014 -0.40269246157164823 1.0000000180025095e-35 2.2744972866152193 0.68879327740975038 -1.0888026886143964 2.484705740533462 0.091819972623059215 1.5724059030450566 -0.79033269934597883 0.2458471794155398 -1.7756030007931778 2.6406822249992823 2.1516800948178267 -2.1972606565404553 -0.52992354128753727 1.1248358748350926 1.0825608069246189 1.1748602798125427 0.026960444079247237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 12 8 -8 -2 11 -11 24 14 18 -16 -17 -18 22 20 21 -20 -14 -24 -1 26 27 28 -26 -29
right_child=9 -3 3 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15 15 16 17 -19 19 -21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0040504422976776564 -0.00023199939476056873 -0.0019390430454338426 0.0019787377356154617 -0.0035635288997099409 -0.00115697234168533 -0.0011518930066137575 -0.0026549005919680709 -0.0018949833544748597 0.0011640467915146214 -0.0024427022000799116 0.019011003544366311 -0.0004634894557593932 -0.00031696564743285586 -0.0029306504533022043 -0.0040846332810085956 -0.0009150635682553625 0.022345059974117114 0.0027536000914651615 0.011240286655938504 0.00017489751085597859 -0.00098059022880331304 0.002763750431497953 0.0033259369606456371 0.021082291357667583 0.00092252072449868297 -2.8282552871400687e-05 -0.00075219051555468956 -0.00205532919232825 -0.00057340146274323107 0.00056304188441889979
leaf_count=685 39286 3906 3524 368 9462 8523 758 1479 14785 7469 35 8194 45450 2977 1534 16061 35 460 239 8203 1076 2735 404 33 43841 122804 6769 2949 5225 2662
internal_value=0 0.000168794 0.00202792 0.161926 -0.000466595 0.00295425 0.00643249 0.0836859 0.108615 -0.0561253 -0.141462 -0.149025 0.000941884 -0.0354117 -0.0283135 -0.109221 -0.0843403 0.501879 -0.0029915 0.0960187 0.266003 0.385891 -0.0293676 0.572756 0.0132469 0.0146384 0.0485242 0.0655115 0.0838573 -0.0831651
internal_count=361931 306947 303041 3892 299149 289687 281164 17022 15543 54984 15698 15663 264142 79207 76230 18090 16556 495 58140 12253 4050 2974 45887 437 184935 184250 61446 54677 49066 5611
shrinkage=0.00910658


Tree=1976
num_leaves=31
num_cat=0
split_feature=785 728 728 784 1022 1016 921 21 338 1097 1465 1458 1452 647 590 859 746 885 1038 846 520 146 20 1393 620 486 828 630 575 913
split_gain=60.0056 42.9112 40.2233 36.484 41.3882 41.9148 38.0529 30.0909 30.5263 37.5253 31.1582 49.5264 30.1207 29.2199 73.8284 28.1944 27.8511 27.2563 27.8813 26.5102 25.9375 25.8766 29.7294 25.7382 25.5162 25.2047 25.0357 25.6516 24.8297 24.8297
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.98257908251360637 -1.2571877020351898 -0.51322729858334903 0.084403803362298288 0.32331123534916567 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 -0.53268848306471728 1.5103007336851382 2.888475460910541 -0.37168563270387045 1.1950794068340416 1.1734518836084071 0.67221729331373903 1.3412350531382633 -0.29083407671816458 -0.34806466541374598 -1.0282579537198486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 16 -5 8 25 23 11 12 -11 14 -3 -8 17 28 -19 -15 -18 -21 -23 -10 -12 -4 27 -9 -2 -7
right_child=1 13 7 6 -6 29 15 26 9 10 24 -13 -14 19 -16 -17 20 18 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015002712184006051 -9.6854720429421527e-05 -7.7530547068804413e-05 -0.00027433696686221157 6.0328579450899978e-06 -4.591449808931417e-06 -0.0001557540797791043 0.00043445239485851334 8.2848237077642867e-05 -0.00035808024273042348 -9.6413875627541557e-05 0.00025843822682373958 0.00030380722560584354 -0.00068120839852160177 -2.8269236284061469e-05 0.00043348945191229579 0.0001074831997777579 -7.4130553755401597e-05 0.0011744246633394061 6.7487022693684711e-06 -0.00011479218513234471 0.00024695727226802531 -0.00026242704561838833 0.0009449097639742676 0.00041836098039034123 -0.00018127668260178176 0.00018326159776408554 -6.0092653466327775e-05 0.00025503077721398377 -0.00023673362850719945 -1.1686531316141958e-05
leaf_count=3396 13592 4821 2079 34551 103001 5981 1153 6303 1073 1265 4135 899 446 29774 1384 6442 6267 92 241 63616 1058 158 182 165 546 524 2000 6728 20117 39942
internal_value=0 -0.0339453 0.0673536 -0.0186997 -0.0325451 -0.0730085 0.0382389 0.0940805 0.0117445 0.0716291 0.12848 -0.0560708 -0.270441 -0.079518 0.074487 0.171358 -0.14063 -0.180794 0.400609 -0.091773 -0.0189194 -0.122297 0.488498 -0.268536 0.230028 -0.191069 0.157151 0.191291 -0.191737 -0.031838
internal_count=361931 332372 29559 232437 190291 87290 42146 26163 11132 8529 7291 2610 1711 99935 6205 7595 41367 34042 333 93730 7325 63956 340 1238 4681 2603 15031 13031 33709 45923
shrinkage=0.000905731


Tree=1977
num_leaves=31
num_cat=0
split_feature=785 728 712 852 1307 784 284 647 590 1431 597 405 20 277 578 899 1046 846 146 20 1181 1134 1237 1235 1442 211 5 6 1242 893
split_gain=55.9379 39.4553 36.5414 32.12 37.9946 34.9363 33.6887 29.2978 74.3728 28.3793 28.6109 28.0854 27.5666 27.591 27.5614 27.2093 26.4416 25.9014 25.8798 29.8442 25.0864 24.5911 27.1702 24.465 24.051 23.5598 26.3283 23.2063 25.8472 25.245
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.87782724458594241 0.58895901036483078 1.0099929608726099 3.1596628491584919 1.0000000180025095e-35 -0.57417801169028782 1.8017609540190305 -0.87905496296652397 1.8419729237591864 -1.4186728844878853 -0.53268848306471728 2.888475460910541 -0.37168563270387045 -1.3088044079214605 1.0445639817206116 1.4298092310842805 -0.34006977427296536 0.2363784148266897 -0.62944366619299574 -1.0821368227570305 1.2145874779575465 3.5578112322456241 1.6744786423712141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 9 5 6 -5 8 -3 10 12 23 -2 27 -4 20 -16 -9 -19 -20 -6 22 -18 -11 -21 -7 -27 28 29 -14
right_child=1 7 14 4 15 25 -8 17 -10 11 -12 -13 13 -15 16 -17 21 18 19 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00014712542574525682 2.1784774939896663e-05 -7.2214658772186429e-05 0.00024921076723909082 -5.5815725738377617e-05 -0.00055253366812377139 2.8676830352609951e-05 0.00010972162695318009 -2.3073504121252468e-05 0.00044160254845526285 -0.00012598297434307894 0.00027301202412121419 -0.0002805080666737188 -4.2161809007320856e-06 -0.00016125391279391005 -0.00026019477401360684 0.00033934363081194763 6.91080030912906e-05 -0.00010886593731476164 -0.00025865487224931838 0.0014806167866501137 -0.00010935468727437311 0.00024441576252791039 -0.00022115393466990823 9.0441757111655122e-06 2.0171513111128595e-05 -0.00033880914700274681 0.0003117545260754211 -9.5826137781300163e-05 0.00069369506993489948 -0.00011330945037349125
leaf_count=3225 52449 4821 3439 8900 934 2043 9111 29774 1384 15340 1123 4559 81308 7487 935 459 17799 63616 158 113 4005 2833 1328 10741 69 281 3872 16858 212 12755
internal_value=0 -0.0293466 0.0686511 -0.0147182 0.0508236 0.0826451 0.0349878 -0.0731698 0.0813396 -0.0253387 -0.0152264 -0.0960132 -0.0178274 -0.0369312 0.0932295 -0.134736 0.067176 -0.0854803 -0.115737 0.496121 -0.191444 0.0818416 0.0550642 -0.0695711 1.05243 0.21611 0.304491 -0.0286676 -0.0152079 -0.0169466
internal_count=361931 332372 29559 232437 29605 24207 18011 99935 6205 202832 172192 30640 171069 118620 26334 5398 22895 93730 63956 340 4939 21960 19127 26081 182 6196 4153 111133 94275 94063
shrinkage=0.000905731


Tree=1978
num_leaves=31
num_cat=0
split_feature=1430 1298 1015 1469 671 1470 194 1469 1286 1463 1451 1011 1221 794 695 363 1451 1453 857 1464 1244 347 81 560 675 1457 896 766 809 58
split_gain=23.7852 39.2897 32.3238 30.432 27.9799 26.4928 28.0083 28.7233 32.3681 27.2733 28.5046 26.6388 26.5223 25.9651 25.8307 26.0561 24.7216 26.5627 25.3817 23.4566 23.4536 23.1351 22.9669 25.6409 22.9126 24.7801 29.5129 36.4788 22.8701 22.7616
threshold=0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35 -1.0470123060412753 0.66766422009387627 -0.34144108498776621 1.0000000180025095e-35 -0.40575538675699646 1.0000000180025095e-35 1.1779567482289683 -0.18887847277060996 2.2221924123088783 1.9111042213368361 2.2041218380651819 -0.27662889626126591 -0.79421213245069044 0.3758385437834118 0.9942357898018469 1.2941706261999817 1.4252756032517901 -1.4163509877347813 3.1776269849317611 0.23774810596799917 0.78226234930499083 1.3006397995630099 0.63151525041848589 -1.1308725805994078 0.88323899621393387 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 11 7 8 28 10 -9 14 -8 -4 20 -16 -10 -18 -19 -11 -5 -22 -17 -24 -3 26 -26 29 -7 -28
right_child=-2 24 4 5 -6 6 12 9 16 19 -12 -13 -14 -15 15 22 17 18 -20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00078564897751578924 0.00024325189119900198 -5.7499283075352309e-05 -0.001517818855274999 0.0038850842204439344 0.00016148359473468346 -0.0046818311214708004 -9.1077680066661563e-05 -0.0020361693544725568 2.8435708188640039e-05 0.0038307207550229028 -0.0053812592285039686 0.0029470840351338589 -0.0043475763786945034 0.0015746878645879316 -0.0028413660836157963 -0.00011669776043955793 0.0026853403307442372 0.010522180398645898 0.040400780682546357 0.035242562587838942 -0.0016098858404029635 0.01725080756877163 0.0011019564567789773 0.0051845481913265525 -0.0022500263347987578 0.0027756843861537401 0.00010793130280884703 -0.0026505895847966387 -6.7054744319656499e-05 0.0021280703083722983
leaf_count=11967 85047 136546 42600 667 8053 2447 14295 6183 2778 201 3109 1315 995 1960 1379 9405 544 111 21 21 8909 46 5672 846 1693 2353 4598 1296 1153 5721
internal_value=0 -0.018598 -0.0532102 -0.0215919 -0.105086 -0.0465131 -0.0975063 -0.183612 -0.0523601 -0.285362 -0.309328 0.00652112 -0.0323756 -0.136035 -0.0128354 0.0405894 0.120529 0.53812 1.42427 0.653896 -0.120322 -0.151313 0.067421 0.172171 0.00439126 0.0807748 0.0441877 0.0818934 -0.251694 0.123125
internal_count=361931 276884 124677 72064 52613 60097 31858 16568 7054 9514 9292 28239 15290 44560 26924 17302 3454 676 132 222 9622 8955 15923 6518 152207 15661 13308 11615 3600 10319
shrinkage=0.0100544


Tree=1979
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 712 12 651 486 710 232 133 911 1243 1470 1436 1253 984 552 1012 1089 1137 1469 506 1002 372 332 1230 1465
split_gain=53.199 38.4964 79.1044 43.4767 46.6952 39.6627 34.6346 32.0414 29.0682 28.7251 30.6366 27.9642 27.2531 27.4699 26.9107 26.0765 25.73 26.8829 25.6861 26.7967 25.6611 24.0138 24.4315 28.448 23.8433 24.1417 25.8739 28.273 28.8003 26.056
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.63779424894106762 -0.59727736220901595 1.1107569744011787 1.4335984390013645 -0.35338778544323396 0.92584771804271815 2.7171092817986957 -0.88177944220274473 1.473013388195284 -1.2126727935954851 1.5601477112223734 -0.39849908339527068 0.55739936382844579 2.8407331505411704 1.4711245761114824 0.44837531086292992 1.0000000180025095e-35 -1.1965077841566287 -0.86624783496930458 0.69854289147193727 -0.89164644713046382 0.65944866827063242 2.3457019632811744 -0.094677245688818093
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 14 7 9 -1 -5 20 15 -11 24 13 -8 -3 -2 17 -17 19 21 -6 -19 23 -23 -9 26 -26 -28 -29 -30
right_child=1 3 -4 4 8 -7 12 11 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.0001391335939007387 4.5065338063215005e-05 -1.7483442693371143e-05 -1.2856920621957296e-05 -3.7478313877384407e-05 -6.7998005227407735e-05 -0.00023568507374545112 -7.3852634947068119e-05 -0.0001299175919422275 -0.00033129616605038413 -8.3682282137707555e-05 0.00027330344570836564 -4.8097269634971513e-05 -0.00025630532346357989 0.00011599544125325518 -0.00012198881441462971 -0.00024121419085002948 8.5249892749691945e-05 -0.00013481737565882373 -0.00027570414860637681 0.00069910743772020419 0.00052420166185669311 0.00048407296317290352 0.00015483454250336953 -0.00018982978550022861 0.00033093846638654442 -6.5704508771300505e-06 6.6247684341858468e-05 0.00023967493697721472 -0.00032841185930761017 0.00024311769411161855
leaf_count=3225 4401 115614 82513 9440 4692 20329 3087 1328 1384 2607 1952 4378 822 22425 12354 13460 2269 15913 5013 239 257 275 3535 3256 2228 4116 12490 7331 575 423
internal_value=0 -0.0269963 -0.0571774 -0.00627044 0.0446076 -0.131118 0.0685365 0.0699901 -0.115345 -0.0989202 0.0841739 0.0987609 0.0924191 0.104704 -0.029691 -0.120125 -0.14314 -0.161552 -0.116549 -0.0821604 -0.0437472 -0.0915814 0.0315849 -0.129379 0.121907 0.134862 0.160788 0.138734 0.226653 -0.0881184
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 6333 52920 4559 32869 26334 25512 127968 48361 43960 41691 28231 23218 4949 22979 7066 3531 28491 27163 23047 20819 8329 998
shrinkage=0.000887971


Tree=1980
num_leaves=31
num_cat=0
split_feature=785 728 728 784 921 815 1016 784 878 561 21 620 704 566 714 519 382 498 290 859 647 590 706 225 624 846 858 146 20 1236
split_gain=48.7776 43.5958 36.063 34.5462 36.294 36.1311 48.7083 32.8918 37.0762 32.5891 29.417 29.3473 29.0449 31.8457 32.6855 30.9529 33.1912 32.0025 30.2699 28.5634 28.4873 69.9357 27.7791 29.2863 31.2803 26.531 25.7308 25.683 29.6629 25.5373
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4862832230723366 1.0000000180025095e-35 0.16760437365778322 -0.69678743453691805 1.7603402020327763 -0.62741635080033265 2.1420547332082829 1.0000000180025095e-35 1.2630584235754516 1.6320582252123939 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 -0.20668351718138131 -0.49157419534866048 -1.3605347937444374 -0.53268848306471728 1.0825608069246189 2.888475460910541 -0.37168563270387045 -0.66443602000037905
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 9 12 -9 22 11 29 -7 15 -15 17 -17 -14 -19 -6 21 -3 23 -2 -25 -22 -18 -27 -29 -4
right_child=1 20 10 4 19 7 -8 8 -10 -11 -12 -13 13 14 -16 16 26 18 -20 -21 25 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.00014298935502777443 8.1022159039371121e-05 -7.2405195595030185e-05 -5.5446031561108372e-05 7.4266526324584876e-06 0.00042625420156541696 -4.8613657752589344e-05 -2.0751539377837308e-05 1.8816154016678762e-05 -9.4514062863080406e-05 -0.0003478235084925169 0.00013122400373382796 -0.00012989212602267677 -1.4334913932312851e-05 -0.00013961238493998863 0.00025579012827542808 0.00029416113281532577 7.3711696101025264e-05 8.2966208450979044e-05 0.00048402206293539682 0.0001032513916744614 -2.5802430623504131e-05 0.00041510559562488717 -0.00018312914846503988 -0.00062993313818064157 -8.607160497576955e-05 -0.00011069854086560903 -0.00049753237287461212 -0.00025689531379510821 0.00092566995446011018 0.00016805316947015117
leaf_count=3396 6328 4821 3178 34551 1153 16093 45506 18849 23730 4775 15031 3800 30455 913 3913 2788 2388 3334 688 6442 29774 1384 15636 1057 13542 63616 296 158 182 4154
internal_value=0 -0.031607 0.0598872 -0.0162323 0.0392072 -0.0297115 -0.0681498 -0.00443499 -0.0502114 -0.141879 0.0852567 0.00373946 0.0275924 0.0543161 0.210835 0.0338993 0.175297 0.00906712 0.178353 0.169352 -0.0775692 0.0745509 -0.118479 -0.0563742 -0.122842 -0.0896791 0.0137079 -0.120233 0.488363 0.0818225
internal_count=361931 332372 29559 232437 42146 190291 86844 103447 42579 41338 26163 11132 60868 44775 4826 39949 5472 34477 4022 7595 99935 6205 36563 20927 14599 93730 2684 63956 340 7332
shrinkage=0.000887971


Tree=1981
num_leaves=31
num_cat=0
split_feature=785 728 712 784 921 1022 1016 859 1237 647 590 846 585 146 20 567 913 746 885 1038 1397 630 520 1457 982 73 912 783 632 1087
split_gain=52.2088 42.7038 32.911 32.6338 36.2734 32.8889 33.5731 28.8489 27.7727 27.1054 71.1889 26.8405 26.0859 25.5347 29.6241 25.4144 25.3813 25.184 24.5554 29.0826 25.581 24.9719 24.1974 24.0302 24.006 23.9157 29.8125 26.517 23.9415 25.4583
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 1.4298092310842805 -0.87782724458594241 0.58895901036483078 -0.53268848306471728 1.0000000180025095e-35 2.888475460910541 -0.37168563270387045 -1.7658299547505127 -1.0282579537198486 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 -0.69241097846460264 -0.91790655951886846 1.5103007336851382 1.1644139362256081 1.7621802667917166 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 15 -6 12 10 -3 -11 -4 -13 -15 -2 -8 18 20 -20 21 -17 -19 -10 -9 27 -27 -18 -29 -30
right_child=1 9 8 4 7 -7 16 24 23 11 -12 13 -14 14 -16 17 25 22 19 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00015219763662362897 -0.00053936549707176622 -8.4541751903132356e-05 0.00016953388922271513 4.3892839468775808e-06 0.00045864645926400844 -6.8312378868978375e-06 -0.00016583605703211819 0.0001326398760018257 -0.00024762634253373768 -2.8830103480886569e-05 0.00044761012737411872 -0.00012115526279211327 3.5774154295753942e-05 -0.00028072694638300291 0.00099782380174035521 0.00024467081584986743 7.1509456783055536e-05 -6.0288631726491101e-05 0.0012649796148193867 -4.912999463375353e-06 -0.00020553930523830541 -0.00011152990601461639 0.00027239196523932459 0.000446591890831118 -0.00049213388510588297 -0.000175659731319672 0.00045689612946082003 0.00014212638140889575 -8.2519327708503482e-05 0.0017355814931445028
leaf_count=3225 1482 4821 11529 34551 1153 103001 5981 6164 1673 29774 1384 63616 12913 158 182 1508 15948 6000 92 241 24925 6093 1026 219 278 6243 350 2759 14607 35
internal_value=0 -0.0336634 0.061004 -0.0184561 0.0353653 -0.0315544 -0.0676887 0.165352 0.0843303 -0.0791178 0.0690885 -0.0909268 0.103458 -0.121636 0.484862 -0.128482 -0.030931 -0.118106 -0.156909 0.395985 -0.167597 -0.0319014 -0.000710884 -0.165414 0.112046 -0.0117874 -0.142455 0.0104032 -0.0483665 -0.0815619
internal_count=361931 332372 29559 232437 42146 190291 87290 7595 26334 99935 6205 93730 24442 63956 340 41367 45923 39885 32859 333 32526 7601 7026 1892 6442 39942 6593 33349 17401 14642
shrinkage=0.000961169


Tree=1982
num_leaves=31
num_cat=0
split_feature=785 181 728 1148 932 21 837 567 620 1442 702 128 277 705 597 263 513 1236 138 1246 21 1436 828 630 142 1244 1031 145 1186 341
split_gain=72.83 45.2931 43.6099 34.8345 50.9808 31.9078 31.1974 32.9415 30.3753 28.9077 30.757 30.3081 27.246 26.9473 26.4838 26.2567 25.9998 25.6185 25.2886 24.976 27.7114 27.7794 24.9393 25.5394 24.92 24.823 24.5989 24.5726 24.5296 24.2127
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.9644670326249816 1.0405860362224371 1.0000000180025095e-35 0.64384972645585192 1.2467563338620093 0.16760437365778322 -1.2625182715263061 -1.634372087230789 2.8224158231388636 1.383899167819199 1.4125972960924511 3.1596628491584919 1.6445160113075163 1.0454229551509682 -0.66443602000037905 -0.0054639373162923078 -0.77826464138659079 -0.51252769393407926 2.5160119748016476 1.3412350531382633 -0.29083407671816458 0.093087694967678575 -2.0027994516645182 1.0000000180025095e-35 -1.2527227165597261 0.9421732266844477 1.3462168560862613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 29 8 9 12 17 10 -2 13 26 -11 15 25 -15 -4 19 20 21 -12 23 28 -19 -3 27 -8 -7 -5
right_child=1 14 5 4 -6 22 7 -9 -10 11 18 -13 -14 16 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014457386039631241 0.00022431625480628359 -0.00066699332304694819 -4.1910443291882413e-05 5.3390696526221617e-05 0.00035012805519124112 0.00013589729172716475 0.00019924582451414982 6.6759015215607341e-05 -0.0001165948066372199 -9.1876248031185501e-06 0.00012781587946689407 -0.00028966092057743282 -0.0002574113698843453 5.2569586533179058e-05 0.00044936795078039338 8.0687332931920065e-05 0.00033200338609427915 0.00028593474436874135 -2.0078796102744098e-05 -0.00016452260069485709 -0.00013980757258748902 0.00178240108227511 -4.8766609534479992e-05 0.00024704712201860439 3.5711208115854224e-06 -9.4480630494760706e-05 -0.00013960797351618401 -5.4740801873748372e-05 -0.00017551772448388966 -0.00021742815902897519
leaf_count=3396 1371 483 3178 9281 1780 5273 1516 5756 3800 142698 2249 1701 4401 6117 298 3053 1232 2455 17602 17538 2745 29 2000 6728 1699 65986 19173 25882 1030 1481
internal_value=0 -0.0385716 0.0729036 -0.0262363 0.0820975 0.100708 -0.0325074 -0.082964 0.0158707 -0.0197507 -0.0775158 -0.00681539 -0.103859 -0.00393227 -0.0978474 -0.101823 0.121922 0.0951118 -0.0902834 -0.145809 -0.00299622 0.18399 0.165478 0.199499 0.202495 -0.114434 -0.0879455 -0.0473577 0.100104 0.0267225
internal_count=361931 332372 29559 262552 12542 26163 250010 56728 11132 193282 41534 151748 50972 150047 69820 69522 7349 7332 40163 22561 5023 2278 15031 13031 4154 66469 46571 27398 6303 10762
shrinkage=0.00085349


Tree=1983
num_leaves=31
num_cat=0
split_feature=785 728 728 784 921 1022 1016 21 620 647 590 859 846 747 746 1236 146 138 913 282 1396 1451 142 520 828 1458 1449 73 912 783
split_gain=53.0316 43.3641 36.0236 35.7163 38.0224 36.7503 38.5323 29.5208 29.683 28.1058 68.9334 27.9625 26.699 26.1914 27.0232 25.8663 25.3902 34.5531 25.2946 25.1261 26.8269 25.0492 24.9844 24.7527 24.4249 25.4342 27.0678 24.4033 30.0245 27.6951
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.16760437365778322 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 -0.53268848306471728 6.1031850957970919 1.0000000180025095e-35 -0.66443602000037905 2.2368666814773395 -1.0321883268519072 -1.0282579537198486 -0.94278280720258245 -0.22066983381662078 0.25091737626799537 0.093087694967678575 1.5103007336851382 1.3412350531382633 -0.82108684835595114 0.8598774435242994 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 13 8 15 10 -3 -6 -11 14 19 -4 -14 -18 -8 -2 -21 -19 -17 -16 25 -9 -27 29 -29 -20
right_child=1 9 7 4 11 -7 18 24 -10 12 -12 -13 16 -15 23 22 17 21 27 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.000153071297372855 -0.00038743859689083839 -8.0250202360378182e-05 -5.9092099914977445e-05 5.9497375684906556e-06 0.00045910591038775017 -6.1570575942581435e-06 -0.00016564894869388916 0.00037951737134516594 -0.00013995892614797632 -2.9735189147454378e-05 0.00044313690682778279 0.00011369947962092399 -0.0001269518173891239 0.00058367691807904485 -7.9899142909861166e-05 0.00031175934022666536 0.00083097598737948283 -0.00019741705777800479 7.2991634983965724e-05 -5.2604756969382636e-05 -0.00021710371095366254 0.00042112199271859125 -6.8371786928262101e-06 0.00025357093475076751 -6.8751499186889178e-05 9.7896333605996153e-05 0.00041763158774562719 -0.00017707079216313111 0.0004573025602670343 -4.7568384819986467e-05
leaf_count=3396 5009 4821 3178 34551 1153 103001 5981 2131 3800 29774 1384 6442 62243 169 6267 2455 277 1011 15948 11935 16934 425 1699 1053 2000 9615 1285 6243 350 17401
internal_value=0 -0.0338816 0.0614042 -0.0185654 0.0377308 -0.0322574 -0.0703989 0.0867144 0.0051386 -0.0796678 0.0712658 0.170717 -0.0916814 -0.135317 -0.141517 0.0835519 -0.122295 0.149483 -0.0309778 -0.18155 -0.15472 0.00384795 0.191522 -0.0218644 0.149254 0.18303 0.140762 -0.0118775 -0.143795 0.0105374
internal_count=361931 332372 29559 232437 42146 190291 87290 26163 11132 99935 6205 7595 93730 41367 41198 7332 63956 1713 45923 33878 28869 1436 4154 7320 15031 13031 10900 39942 6593 33349
shrinkage=0.000961169


Tree=1984
num_leaves=31
num_cat=0
split_feature=1078 785 11 227 294 1386 700 146 1189 1311 1116 493 904 568 1162 706 367 967 1186 21 606 729 771 852 1256 284 292 428 658 1469
split_gain=24.247 24.9123 25.3454 22.6045 23.0409 21.5011 28.9418 27.049 26.7893 27.4066 27.1978 24.128 28.5124 27.6465 24.3482 23.4745 26.6262 24.3984 28.7852 23.2166 22.0261 20.8952 25.776 26.2329 34.785 31.8673 29.8457 24.5773 28.7922 23.4154
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.42129106556329554 1.0193213537740753 2.8830043942517625 -0.27234882579540365 0.45862817642937209 2.4483158880483784 -1.8466455859142397 -0.94470905534449912 3.0084049069898975 1.0089701913231928 2.7378909509855514 -0.030107128676451638 3.334899416639062 -0.75077397093995202 -0.70469139264431979 0.80704994766828431 1.0971632609625213 1.0003342417131433 2.1543936751333881 0.75637635299260908 1.4820751525130569 1.0747610123934368 -0.6406676208460812 -0.051331712791455826 -0.86143770889851801 2.5310413608489593 1.5156430105524465 -1.0588145806293296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 11 8 15 -7 10 -10 13 -13 14 20 16 19 18 -18 -8 -2 22 23 29 26 -26 -25 -23 -29 -3
right_child=3 21 -4 -5 -6 6 7 -9 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 27 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00039650425940656833 -0.0012779064525035475 0.00068388458654749791 0.0012820295383660092 -0.0018628388053576006 -0.004518434503703244 0.0062018065309932041 0.0079767175898887814 0.011194632236410351 -0.0045238003813249782 -0.0010929949123694711 0.0096697258963391874 0.0019426006019659032 0.021103966914112829 0.00091850722387076995 0.023028739407941385 -0.00050060182344681685 -0.0029772912332197573 0.0064910198897772829 0.010565793083136769 0.035210882820634753 0.0050408203568949239 -0.00054470151547975152 -0.001869440256398131 -0.0042583327824190298 0.00021603442035859522 0.0022505826434851581 8.57305443766755e-05 0.0010202552315743926 0.0096010505502502862 -0.00015467788428807948
leaf_count=8030 12752 22608 16731 10939 1391 357 332 153 3301 17892 80 4488 68 10832 29 7139 867 488 119 22 337 80124 4460 1336 8039 9521 4702 1548 235 133011
internal_value=0 3.2683e-07 0.0653924 -0.0512353 -0.033194 -0.026593 -0.0734443 0.05211 -0.121574 -0.133135 -0.353122 0.0223768 0.196886 -0.00779726 -0.0873856 0.0303489 0.273083 0.130573 -0.0922881 0.886083 -0.0929537 -0.00679956 0.00527059 0.00930664 0.0748097 0.119958 -0.0722487 -0.0409118 0.216647 -0.00163029
internal_count=361931 290345 24761 71586 60647 59256 30750 9120 21630 21273 3381 28506 4556 23950 13118 8967 1828 1474 986 354 13089 265584 183677 179217 23598 17560 6038 81907 1783 155619
shrinkage=0.0113229


Tree=1985
num_leaves=31
num_cat=0
split_feature=785 728 727 519 727 1049 382 588 666 967 794 714 588 930 993 734 788 657 583 708 806 937 842 704 655 498 578 1030 485 694
split_gain=50.3381 41.4314 35.7327 32.9044 53.0884 40.3143 40.4805 33.7159 32.257 28.456 30.0811 30.933 48.9827 46.1015 33.6626 35.5258 33.7703 32.642 31.9665 34.982 31.8174 31.1096 29.7777 29.1935 31.9744 28.6984 38.0564 28.3179 28.2892 36.7552
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.4069177371033732 1.0000000180025095e-35 2.250834115212506 2.2575337098986954 2.4650745545231465 2.2041218380651819 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 -0.89727091510114898 3.0820683777490774 0.38349571241217301 0.72755686970153477 -0.55326332990463356 -0.19102678227058997 0.53322213276968733 -0.58363259351866237 -0.68735278165046754 -0.76256673539006781 1.0000000180025095e-35 1.7910601575034055 -0.87905496296652397 0.99422031274767553 1.1857153933476321 1.4098461915668554
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 -5 6 -6 -8 9 10 11 18 13 25 21 16 -16 23 28 -20 22 -15 -18 -14 -25 -13 -27 -4 -2 -30
right_child=1 -3 27 4 5 -7 7 -9 -10 -11 -12 12 17 14 15 -17 20 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00010582937309829231 -3.7142160587608882e-05 -0.00015577958063467639 5.5435190860969777e-05 -0.00021983429457224569 0.00020124812128998964 -0.00021501867225970703 -8.759823725341121e-05 0.00042988919832453944 1.4775006759449273e-05 -0.0002732888433086755 -7.3511344618345767e-06 -0.00020589834790118503 -0.00037461478674324737 0.00022144065425610247 -0.00016233881602772233 0.00017645293924928589 -0.00027718914029567943 0.00025388575442916104 5.0148824008723737e-05 -0.0001371986047792725 9.6331283057792791e-05 -6.0296680138299481e-05 -5.5214916694801749e-05 0.00013990660173030593 -0.00014681783114841673 0.00064333585895407787 -8.1937397984004041e-05 -0.00028378893833693163 0.00042750092922395352 -5.1974307088783094e-05
leaf_count=12551 13946 99935 16011 3824 5334 1805 4381 551 7337 5575 10662 51313 942 2058 49878 1405 3742 1492 4333 30225 4110 8041 10473 2874 2660 297 2854 997 1121 1204
internal_value=0 -0.124862 -0.0313956 -0.109928 -0.020389 0.0442272 0.0942191 -0.038551 -0.117703 -0.12325 -0.119301 -0.125919 -0.143114 -0.154366 -0.122036 -0.138823 -0.14627 0.0114727 -0.0792376 -0.119047 -0.0652035 -0.000187063 -0.115011 -0.0534017 0.000684216 -0.208686 -0.00213249 0.0363998 -0.00183271 0.20742
internal_count=361931 332372 29559 232437 15895 12071 10266 4932 216542 209205 203630 192968 142139 134171 79707 69608 68203 7968 50829 34558 18325 10099 14215 6476 5534 54464 3151 17008 16271 2325
shrinkage=0.000923845


Tree=1986
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 728 12 712 651 21 620 896 232 1243 352 1181 1236 1301 78 706 736 1012 142 828 1458 1449 1048 1007 78
split_gain=55.7874 47.0312 83.9137 47.1339 47.5595 39.4281 35.1255 33.329 31.9851 31.0611 30.402 29.7417 28.5866 28.1928 28.0304 27.1749 26.1543 25.6309 25.3509 25.6033 25.3365 26.491 25.0588 25.0252 24.6965 25.8168 27.0448 24.5958 24.4258 24.2294
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.49008176997875957 -0.59727736220901595 -0.63779424894106762 1.1107569744011787 1.0000000180025095e-35 0.16760437365778322 -0.43454379769620094 0.92584771804271815 1.473013388195284 -1.4909506439985412 -0.59467284272644005 -0.66443602000037905 1.0000000180025095e-35 -0.2017968994791223 -0.3535015761321067 1.0000000180025095e-35 1.4711245761114824 0.093087694967678575 1.3412350531382633 -0.82108684835595114 0.8598774435242994 -1.462787764299305 -0.58509654268748301 0.47115910464844296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 14 7 8 -1 -5 16 22 11 17 15 -9 -3 -10 -2 -8 -17 -20 -4 27 -6 -19 25 -12 -27 -22 -11 -23
right_child=1 3 20 4 9 -7 10 13 12 28 24 -13 -14 -15 -16 18 -18 23 19 -21 21 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00014616637952635694 -0.00018571585353508203 -2.713783444271664e-05 2.0050408097917668e-05 -4.7063636047459371e-05 -7.5838976836523604e-05 -0.00025855806824409949 -5.919398191347921e-05 0.00010688071506340952 0.0010550960470032964 0.00013043397483982204 0.0003653284870854412 -0.00013783314799812015 -0.00018791009857161984 -5.6173173929521101e-05 -0.00013768963658245591 1.9331441363855906e-05 9.9210925158731193e-05 0.00029644016883059092 -3.5680944215061041e-05 -0.0003102104556361614 -0.00031373569646695869 -7.6143527092789818e-05 0.00053174872768984032 -1.0157748583239707e-05 -6.8352587251433068e-05 9.2894625403618984e-05 0.00040016469249419491 -1.0254063466980078e-05 -0.0004837210032179977 -0.00025972190194187571
leaf_count=3396 2450 115614 30816 9440 4692 20329 3178 28491 139 262 2131 3800 27905 4378 12354 8422 5424 2455 4282 4298 1583 13849 257 1699 2000 9615 1285 30831 1122 5434
internal_value=0 -0.0381365 -0.0713379 -0.0152682 0.0376294 -0.146993 0.0596031 0.0631851 -0.115009 -0.123588 0.084614 0.00179022 -0.146107 0.0924938 -0.0395608 -0.0642916 0.0225421 0.0802965 -0.07326 -0.181218 -0.027435 -0.0596878 -0.0496648 0.187842 0.148082 0.182046 0.139448 -0.0230813 -0.389615 -0.134667
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 6333 26163 11132 45046 32869 127968 17141 7874 7332 17002 8580 82513 51697 4949 4154 15031 13031 10900 32414 1384 19283
shrinkage=0.000923845


Tree=1987
num_leaves=31
num_cat=0
split_feature=785 263 119 405 150 933 497 712 56 1145 1371 21 689 126 54 133 911 984 728 795 404 183 871 846 885 1249 491 1360 360 1110
split_gain=47.6596 39.1027 44.2079 38.8462 37.7198 35.5195 45.3347 34.8393 33.8348 29.7435 32.1112 28.4315 29.5948 28.3713 28.6643 27.2651 27.2686 27.1523 26.7559 31.3362 28.1874 27.2749 26.0768 26.4308 26.0701 25.9409 25.8086 25.7204 25.2933 25.1359
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.0000000180025095e-35 -0.52571317712276111 0.68806224955729689 1.7001250133015622 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.70163543588998201 -1.1110989058077336 1.0000000180025095e-35 -0.42445565733332025 2.7171092817986957 -0.88177944220274473 -0.051427264962878326 -0.49008176997875957 0.73593705410083743 1.0000000180025095e-35 -0.47672773491226839 2.4008401756919917 -0.98614563519501142 5.4658443334279108 1.0058188799466266 -1.1130192128211891 1.0000000180025095e-35 -1.8238777197135765 -1.7480145254491328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 8 -3 6 13 -1 18 11 -11 12 -4 -6 -15 16 -9 22 -2 21 -21 24 25 26 -20 -10 -24 -13 -27 -14
right_child=1 4 9 -5 5 -7 -8 15 17 10 -12 27 29 14 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0001496057776061978 -1.2980557849401421e-05 -5.1762263243274093e-05 0.00022402789301435996 -0.00020442894487149096 -1.7518516892768493e-05 -7.0123646017878466e-05 0.00020995900738141364 -8.3545638703162557e-05 4.5522091517034621e-05 -4.2393866606948276e-05 -0.00019775983498926815 7.7053039539867239e-06 0.0013283856089753719 -1.387456013650797e-05 0.00016711882143103737 -0.00026636432043401141 0.00010567503717073939 -9.695340585338873e-05 -0.00025837638780202822 0.00015448136705299373 -0.00014285873097924037 -0.00011094949611886238 0.0037962047450452972 -0.00048500893878000159 0.0006701923201679874 -0.00089141758062090729 -0.00049644048964523138 -6.9304607720777495e-05 -9.4958282996850788e-05 2.4926315904219834e-05
leaf_count=3225 11131 25045 3451 15655 16393 7664 5989 3087 22820 44294 7896 41762 54 4613 7396 822 22425 15323 18285 3112 3734 22349 20 938 93 246 21 27822 4384 21882
internal_value=0 -0.0337408 -0.047957 -0.0873245 0.0108211 0.0473786 0.0761697 0.0567303 -0.0719849 -0.0239601 -0.0698071 -0.00164584 0.063568 0.0406006 0.112863 0.0807914 0.093119 -0.0276559 -0.119677 -0.15271 0.00797032 -0.18596 0.0124956 -0.452738 -0.277947 0.0225812 1.94545 -0.0239398 -0.143675 0.0320923
internal_count=361931 332372 265272 118111 67100 42055 34391 29559 102456 147161 52190 94971 25387 28402 12009 26334 25512 43752 58704 47573 6846 40727 28429 979 18378 27450 41 69584 4630 21936
shrinkage=0.000887971


Tree=1988
num_leaves=31
num_cat=0
split_feature=1431 1439 264 332 1002 114 391 1386 326 915 83 4 132 1452 21 1457 792 911 1253 569 672 216 1053 1154 298 700 1032 986 1287 702
split_gain=24.6639 27.4232 30.2559 29.3528 28.0549 25.6566 25.1387 28.1678 23.5347 23.1854 29.495 24.3132 26.7048 23.926 23.0269 26.5538 23.9827 22.7356 22.6274 22.3317 29.4928 26.4717 21.9982 23.8425 21.5644 24.7314 29.2887 21.5127 21.3556 25.8768
threshold=1.0000000180025095e-35 0.70356782200899082 0.38646845251715672 1.6399250563363121 0.69854289147193727 2.9346334192326506 1.0000000180025095e-35 0.34499363462991639 0.65872944223055041 -0.57527739149472279 2.7289892651958154 -0.27522442673184522 -0.64123316691334564 -0.51544042299199566 -0.89074317784588486 1.7990689258948909 1.0000000180025095e-35 0.34387460186298524 -0.84795090958894292 -0.90721134257497449 1.9892831838274496 -1.174591888673054 0.77749801787447737 1.6175562831749029 1.9594622079098714 0.98156068608587577 -0.7386519870112136 -1.102087441032477 1.0000000180025095e-35 -0.73691307091039271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 28 7 14 9 11 -11 -8 -13 -12 15 -2 17 -16 -3 20 -19 -21 -20 24 -24 -26 -27 -10 -4 -30
right_child=1 18 3 4 -6 -7 8 -9 27 10 13 12 -14 -15 16 -17 -18 19 22 21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=3.1543171902065166e-05 0.0010507748142853926 -0.0021521860091192357 -0.00012758620652153174 0.003829415214602215 -0.0035148718565628165 -0.0078462430025114192 -0.0018084621158603793 -0.00089623861251599359 0.004703554121465712 -0.0019371227571285145 -0.004808200439913997 0.0030598590560934865 -0.00069451566648554659 0.0094566810971749658 1.826915515240028e-05 0.006540929033854735 -0.00056523458443267561 0.0036092438939070663 -0.00027387207769185727 0.007930953079348069 0.016270751125253818 0.00065699705648794788 -0.0035795194070223522 0.005966615079178849 8.2736097186632482e-05 0.0400182210726251 0.00083395458547252976 -0.0001914411080580466 -0.001637852458791284 0.0016605641082694223
leaf_count=222373 5036 8290 19955 1308 214 158 3134 16029 401 18258 80 1819 2684 171 8549 377 16477 673 15078 223 88 3090 2994 130 167 29 26 6720 1294 6106
internal_value=0 -0.036656 -0.0213097 0.0406907 0.312354 0.0214687 -0.0461244 -0.0149968 -0.103627 -0.144998 -0.19779 -0.0240199 0.102263 0.58404 0.0220602 0.166886 -0.00314042 0.072589 -0.112177 0.209553 0.549497 0.127418 -0.0665706 -0.27281 -0.331279 0.512964 2.25396 0.0117033 0.0270031 0.126812
internal_count=361931 139558 112844 29035 1522 27513 83809 50542 33267 26146 18509 7637 4503 251 34513 5413 29100 12623 26714 4074 761 3313 18424 3346 3216 222 55 7121 27355 7400
shrinkage=0.00910658


Tree=1989
num_leaves=31
num_cat=0
split_feature=129 655 492 1221 643 556 903 553 914 1457 1467 1449 1449 1470 1467 1462 1449 21 1451 1454 1469 1449 1459 21 1467 1449 1454 1467 672 1450
split_gain=24.3044 24.657 35.2553 25.8909 25.5291 26.7591 29.4657 26.5658 25.7903 25.6446 36.4797 44.4952 42.2444 41.0937 40.3289 57.5487 37.2621 44.9752 41.6847 38.5894 41.0462 39.0716 38.8879 36.7275 36.7742 35.9743 37.6375 35.1683 33.7945 33.3244
threshold=1.0000000180025095e-35 -0.95426889869109321 0.24626015790425895 3.5513468637286456 -0.70057572354603204 1.5013669446478366 -0.81201414347455858 -0.10612450887789726 -1.2439066788775117 -0.17133938114537597 -0.31819417591303473 -0.48085314393774437 -0.33812127112891666 0.78209301887286675 -0.30003673738076403 0.15277215250057224 -0.16476281433214623 0.62211875780133752 -0.13372254152465551 -0.84722408107669478 0.71546069910815413 -0.007362941269655302 -0.028369740785481889 1.5676574675808517 0.17313111249397309 -0.20094132613719282 -0.63228822985738853 1.4133641467104867 1.0000000180025095e-35 -0.58141044870692282
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -7 -8 -3 -6 12 27 -11 -14 15 -13 17 25 19 -18 23 -22 -23 -21 -25 29 -27 -12 -17 -16
right_child=-2 3 -4 -5 9 6 7 -9 -10 10 11 14 13 -15 16 28 18 -19 -20 20 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00023883420933393847 -0.00054905426934397723 0.0023139058895114764 -0.0026491028779375269 -0.0022588644653647291 -0.00023638937400096024 -0.0055283709303617506 0.0011504764857504608 -0.0028202258392909861 0.00044316820831136064 0.0013135535290445131 -0.0012926386675782102 -0.0048265382012370782 0.00042253329684315048 -0.0016251369162558877 -0.00052380962995229245 0.0022894327943148735 -0.0048491082255881172 -0.0014752879311009386 0.00065222947168026531 -0.0011895693002305766 -0.0024864420747304347 0.0017641969829388215 0.0087482565832030026 -0.0076689972002826779 0.005200460576776954 0.0095392542738705222 0.0017007716403258603 0.00093782830625116585 0.021581488451689931 0.0021294655259504938
leaf_count=9639 48087 2852 4494 2297 140393 701 1663 1297 37961 18019 16611 1267 24675 4663 2732 137 998 1801 15333 12872 630 1393 340 94 490 390 553 3024 30 6495
internal_value=0 -0.00342309 -0.10722 0.000558518 0.00226672 0.0521035 -0.148759 -0.0522665 0.0673979 -0.00670629 0.018729 -0.0160546 0.0668652 0.013247 0.0224682 -0.360597 0.0343034 0.143713 -0.00516563 -0.0861492 -0.0607658 0.214516 0.383267 -0.110228 0.395941 0.206003 0.630222 -0.107377 0.708835 0.161617
internal_count=361931 313844 14133 299711 297414 44474 3661 2960 40813 252940 112547 65190 47357 29338 45555 1434 44121 11971 32150 16817 15819 2363 1733 13456 584 10170 943 19635 167 9227
shrinkage=0.00858133


Tree=1990
num_leaves=31
num_cat=0
split_feature=785 263 119 150 405 56 933 497 712 1362 1429 1455 1467 1466 1371 1459 126 54 984 728 795 404 183 133 911 1039 1249 885 363 871
split_gain=50.2202 40.8846 47.5484 38.784 38.575 37.4806 33.9486 45.6302 32.9707 30.215 39.0537 33.4163 29.3231 30.9413 29.291 28.6746 28.5479 28.6325 27.8522 27.5463 30.3852 28.127 27.6128 27.4177 27.0842 26.3647 26.0313 25.9154 25.0089 24.4682
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 -0.52571317712276111 1.0000000180025095e-35 1.0000000180025095e-35 0.68806224955729689 1.7001250133015622 -0.63779424894106762 -0.69930563466564566 1.0000000180025095e-35 0.33590288359190601 0.5258453444190252 1.6394897097726615 1.0000000180025095e-35 1.9180049990213217 1.0000000180025095e-35 -0.42445565733332025 -0.051427264962878326 -0.49008176997875957 0.73593705410083743 1.0000000180025095e-35 -0.47672773491226839 2.7171092817986957 -0.88177944220274473 2.0184285337613277 1.0058188799466266 5.4658443334279108 0.29392446353077767 2.4008401756919917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -3 5 19 7 16 -1 -4 14 25 -13 15 -11 -14 -5 28 26 -2 22 -22 27 24 -10 -12 29 -21 -18 -7
right_child=1 3 9 6 -6 18 -8 -9 23 10 11 12 13 -15 -16 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014871316824549571 -1.6615971979624736e-05 -5.4397030841405921e-05 2.3940806024748157e-05 -1.8296804255618363e-05 -0.00021428960568778039 4.796344015951119e-05 -6.9550997382581157e-05 0.00021911652223539866 -8.5261554058672201e-05 1.1416477918581233e-05 -0.00010638207813476316 -5.7898195763617231e-05 0.00032346649200762665 -0.00029448019791671287 -0.00013823198010877289 -0.00031488419568457757 5.6831370139136367e-05 0.00017414831162717765 -0.00010189293285983503 -0.00027348087115359223 0.00015289225041673643 -0.00015552626364002402 -0.00011949268915143098 -0.00027707026500801908 0.00011083469890380412 -0.00037939059006992073 -0.00014008556616827415 0.00068891935614246705 -0.00028914919774356007 -0.00041503418971140826
leaf_count=3225 11131 25045 39474 16393 15655 22820 7664 5989 3087 49357 36423 8836 2517 506 7471 318 3586 7396 15323 18285 3112 3734 22349 822 22425 2259 4810 93 1027 799
internal_value=0 -0.0343789 -0.0489084 0.0111878 -0.0896999 -0.074419 0.0482611 0.0764038 0.0584672 -0.0240137 -0.0448262 -0.0933047 0.00897378 0.181673 -0.00557259 0.27065 0.0407153 0.113198 -0.0277386 -0.124525 -0.157979 -8.18294e-05 -0.190697 0.0818248 0.094179 -0.128886 0.0129306 -0.28307 -0.0151969 0.0413923
internal_count=361931 332372 265272 67100 118111 102456 42055 34391 29559 147161 107687 50859 12177 3341 56828 2835 28402 12009 43752 58704 47573 6846 40727 26334 25512 38682 28429 18378 4613 23619
shrinkage=0.000923845


Tree=1991
num_leaves=31
num_cat=0
split_feature=785 181 727 1148 932 815 1154 322 1470 954 1043 846 1469 1450 1231 1030 1319 724 1304 509 1038 1081 1458 324 263 1191 766 1459 1380 766
split_gain=57.9997 43.6564 39.0141 34.9221 50.1793 32.416 64.8956 38.5185 38.9484 35.1749 45.4001 30.8513 30.4809 29.9559 36.5754 29.2244 28.4716 29.0976 28.0992 27.9569 27.4746 27.2377 27.8599 28.8255 27.0068 26.9506 32.6961 28.2421 29.9696 34.6022
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.38480555917186082 0.98873640907070304 1.0092399748889116 0.20898296067381433 -1.2673214316849539 -0.3805019693378176 -0.55512259543958953 0.99422031274767553 -0.81174155874223952 1.0000000180025095e-35 0.86938636594157181 1.0000000180025095e-35 1.2872256475800372 1.0000000180025095e-35 -0.72983201679721443 1.0000000180025095e-35 1.6445160113075163 -0.16804106903887508 1.2140942662885428 1.1409958615064268 1.3444250462840859 -1.0050569354313941
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 7 8 25 11 13 -7 18 -11 -15 -4 -10 19 -9 -18 -19 22 -8 -24 -3 26 27 28 29 -2
right_child=1 24 15 4 -6 9 21 12 16 10 -12 -13 -14 14 -16 -17 17 20 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.3754444403746258e-05 -0.0003198070518152999 -0.0001006299686039854 0.00014224625414337546 2.5569375439698829e-05 0.00037722407850917746 -6.3315594866480169e-06 0.00012580556259635169 0.00044053856777375442 -0.00037038804500374122 1.4566538361008159e-05 -0.00014573210446600026 -8.538973930527743e-05 -0.00026114079719568098 3.6401087319245021e-05 0.00027740378990789058 -0.0002012406107439934 0.00025765527680729797 -0.00019610468737967947 -0.00036418292652542122 -0.0003096948015431815 0.0001244571358887715 -7.8572265977429987e-05 2.1499428060739587e-05 -0.00012027506094657985 9.4803990308469038e-05 -0.00011362144925298461 -0.00031268313450577627 -0.00019418848268263147 0.00064078085618811907 0.00022154194321126317
leaf_count=12551 742 66760 16011 10762 1780 85859 7166 544 3944 7462 2976 28555 18844 3762 4945 997 1490 13138 295 659 1431 23048 23689 8215 3060 6010 1167 1007 691 4371
internal_value=0 -0.037995 0.06155 -0.025887 0.0825896 -0.0321644 -0.0633275 -0.137674 -0.0907797 -0.0107075 0.0673872 -0.0263956 -0.249185 0.109376 0.188434 0.130718 -0.165178 -0.124723 0.168301 0.12492 -0.170465 -0.0191718 0.0141656 -0.0135625 -0.0961934 0.0101795 0.102172 0.159201 0.225565 0.159998
internal_count=361931 332372 29559 262552 12542 250010 116451 54333 34650 133559 19145 114414 19683 16169 8707 17008 20662 16718 839 2149 14569 62118 39070 31904 69820 13988 7978 6811 5804 5113
shrinkage=0.000923845


Tree=1992
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 815 1154 322 1470 1023 1043 1165 1469 1043 1319 724 1304 509 1191 766 1459 1380 766 1038 846 903 1104 597 263 1081 1458
split_gain=52.1488 46.4849 34.4954 51.4149 32.7934 69.46 36.166 40.5657 33.6759 52.5538 32.6996 30.1855 29.059 27.9939 28.9511 27.9613 27.6359 27.2379 32.3819 27.934 30.0195 34.2115 26.8048 26.5037 30.7782 27.8028 26.3145 25.9053 25.8499 27.2195
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.38480555917186082 1.0033664599103493 1.0092399748889116 1.0000000180025095e-35 -1.2673214316849539 0.1529283414906312 -0.81174155874223952 1.0000000180025095e-35 0.86938636594157181 1.0000000180025095e-35 -0.16804106903887508 1.2140942662885428 1.1409958615064268 1.3444250462840859 -1.0050569354313941 1.4877098820172767 -0.53268848306471728 0.22044147071104706 -0.60352672220801018 3.1596628491584919 1.6445160113075163 1.0000000180025095e-35 -0.72983201679721443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 5 6 7 17 23 -10 12 15 -1 -9 16 -8 -15 18 19 20 21 -2 -16 -6 -25 -26 27 -3 29 -7
right_child=1 26 3 -5 8 28 11 13 9 -11 -12 -13 -14 14 22 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=3.187130465448297e-05 -0.00031823349845294674 -0.00010472180978582417 2.5770309014532515e-05 0.00038155529253039124 2.2537998423552514e-05 0.00012655851787774831 0.00044063512555218642 -0.00037223976397635111 0.00010403831284356702 -0.00016260902953896592 -5.4576026747136367e-05 -0.00025900443669247706 0.00017917665881162165 0.00025197914177569995 -0.00019572205085985892 -0.00036264047469083895 -0.00031205392827303913 -0.00011472871039204878 -0.00031107304732624539 -0.00019285339810115904 0.00064057063449037216 0.0002203962469867112 0.00014833308899287484 -1.4809962452686354e-05 -0.00020933920458343026 -6.0349597317498178e-05 0.00048523449295510959 8.703804056443117e-05 -7.430641444014441e-05 -1.0254724239965504e-05
leaf_count=12186 742 66469 10762 1780 36173 7166 544 3944 16150 2958 8270 18844 9103 1490 13418 295 659 6010 1167 1007 691 4371 1151 50973 7611 19694 298 3053 23048 31904
internal_value=0 -0.0367912 -0.0242891 0.0835376 -0.0305327 -0.0618981 -0.138803 -0.0934114 -0.00894593 0.0675781 0.0577264 -0.246997 0.101164 -0.169276 -0.129182 0.168784 0.119769 0.00966108 0.102184 0.158916 0.224889 0.159264 -0.174776 -0.0242853 -0.0470664 -0.107982 -0.0968547 -0.100821 -0.0161546 0.0163286
internal_count=361931 332372 262552 12542 250010 116451 54333 34650 133559 19108 29559 19683 21289 20662 16718 839 2149 13988 7978 6811 5804 5113 14569 114451 78278 27305 69820 69522 62118 39070
shrinkage=0.000923845


Tree=1993
num_leaves=31
num_cat=0
split_feature=1442 752 702 1237 1457 795 854 797 784 633 590 138 1466 701 771 1462 80 1190 908 1460 1325 857 883 1193 1390 852 268 654 1268 83
split_gain=24.763 34.4076 33.9491 32.3961 38.8039 31.9851 41.5919 88.4899 44.5948 41.2379 35.6893 30.8972 29.7193 30.3724 29.5594 27.1089 26.3738 29.8357 29.6013 26.3588 26.3306 26.2104 27.6058 27.9483 26.0344 26.0294 31.0188 26.6634 25.5197 26.5957
threshold=-1.2625182715263061 -1.0752335520519363 -1.634372087230789 0.5723095224056084 1.2180895490156352 -0.29258408639884992 -0.87473648844905705 0.63961785378869596 0.9594655836162902 1.7407312976543683 0.58895901036483078 0.011185647378879829 0.43316319964305666 0.84289592610859465 0.75179090162714879 3.938751423652564 -2.1236727662877013 0.35631328956115532 -0.96113281537482942 2.3001073513155119 -0.23376552126619701 -0.49205703050329141 1.015113672374734 3.1138249746050395 2.8221361689184978 1.0747610123934368 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.3850918402502468
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 12 9 7 -7 14 25 -11 28 15 19 21 16 17 -5 -19 -14 -13 -8 23 24 -23 -3 27 -27 -4 -30
right_child=1 3 11 4 -6 6 8 -9 -10 10 -12 20 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0022651728030073258 -0.00061771790746649826 0.00048343159448356447 -0.00055717606183215967 0.012651283840715139 0.0017245947803174559 -0.00047771065393073937 -0.00073330114161711528 0.0034962994791276022 0.00066523407047883079 -0.0016726101682485645 0.0015893857612229989 -0.00080141497891196318 0.00090551924560035302 -0.0024501441912007042 -0.0012789717297472538 0.009941959300293339 -0.0013862609980003085 0.024500209354696583 -0.0057298945327067929 0.0070388675924048091 0.00059451920443266096 0.00023904930478442447 -0.0018705699209765737 0.0055175340334644571 0.0070413279625409419 0.00046085323284189464 -3.9533632857333916e-05 0.0032389726282681143 -0.0019798402408197609 0.0034854091742540874
leaf_count=2523 51560 69717 26524 159 3057 6020 25795 3937 19991 6873 1943 16378 4440 1489 16946 90 25992 20 166 335 16763 27962 3110 449 256 2244 3412 4846 18419 515
internal_value=0 -0.00135982 -0.0505362 0.00892796 -0.0597201 0.01903 -0.0069193 0.122551 -0.0215711 0.0492985 -0.0931719 -0.060143 -0.0873126 0.0566032 -0.046994 -0.125824 -0.131474 0.552558 -0.181348 0.144526 -0.00287137 -0.0236824 0.0195531 0.0399909 0.0308443 0.0646973 0.16272 0.242362 -0.104406 -0.181931
internal_count=361931 280809 81122 229249 35748 193501 104466 9957 94509 89035 8816 78599 32691 6264 74518 26427 26337 345 186 4775 33141 57572 31777 28667 28218 80219 10502 7090 45458 18934
shrinkage=0.00985725


Tree=1994
num_leaves=31
num_cat=0
split_feature=21 1451 677 878 683 1467 785 713 885 271 555 1158 792 809 727 772 1400 475 257 1037 1050 1225 1461 1461 705 639 1356 1119 1451 181
split_gain=24.8022 35.5861 26.0372 56.3248 40.5679 36.1019 32.1461 27.8077 28.1629 27.6464 27.2684 32.7539 27.1264 34.4376 28.8209 35.8677 31.749 25.0716 29.9464 24.8114 32.6633 28.9825 24.4188 32.1272 24.3385 25.1114 24.2926 26.6224 25.5818 24.2137
threshold=-2.7818205974049124 0.29201411858153481 1.0000000180025095e-35 1.0000000180025095e-35 -0.76344857304914582 1.4788072840855835 -0.38035204659413802 1.0000000180025095e-35 4.8263866747680533 0.55480761047847393 0.45687259151671539 1.0000000180025095e-35 1.0000000180025095e-35 0.66649192610754393 1.0000000180025095e-35 -1.1225687937245141 -0.42561689315000234 1.0000000180025095e-35 1.6190362871375259 0.28493405973485336 0.60794813133806003 1.0000000180025095e-35 -0.21004840118973137 0.63802195525331329 1.6353069485554472 -0.8227260119861951 1.1703909184639636 -0.1437925581251239 4.6300963094282297 2.2660174815480416
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 19 10 24 -7 -8 -12 14 29 16 17 -4 18 -16 21 -21 -6 -5 -24 -9 -26 27 -17 -29 -14
right_child=2 -3 12 22 5 9 7 8 -10 -11 11 -13 13 -15 15 26 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0078667934913407272 -0.0022767483741977937 0.0046978563141545559 0.00063707137259364974 0.00020972194391741312 -0.00029679729284596727 0.0022007028563013221 -0.00080930391470778623 -0.0019209254461381839 0.0039904037518942613 -0.0038563475649212439 -0.0022381480389791742 0.0061701890659076487 9.3472704848884556e-05 -0.00085544102525673775 -0.00021977992264090402 5.1814850180273101e-05 -0.00059753717717895367 -0.0022943537551017973 0.0054821779038726559 0.0016158695230335503 -0.0011555886769818197 -0.0028618680994114752 -0.0018557130427352552 -3.659384759461348e-05 -0.011262544659207839 0.0044638619898023134 0.002497828911035488 0.0013631718760057602 -0.010455250631943311 -0.0020955938279917279
leaf_count=132 19934 807 16290 67838 12046 3285 2680 27828 332 602 356 635 82821 23448 5255 12014 23947 2878 376 5936 3047 3234 8030 13400 79 579 3702 16970 75 3375
internal_value=0 0.342971 -0.0111182 -0.0345087 -0.0909433 -0.0658189 -0.0831916 -0.143401 -0.176464 0.158741 0.0493636 0.366074 0.00551634 -0.0168732 0.0364974 0.0757774 -0.00822688 -0.0588625 0.0259274 -0.0210337 0.0719786 -0.0841503 0.00137782 -0.0678179 -0.189116 0.30046 0.106277 0.0845989 0.138351 0.0037901
internal_count=361931 939 360992 169841 80573 60639 56752 32489 28818 3887 3671 991 191151 109644 81507 41270 40237 8509 5631 24263 8983 15280 89268 21430 28486 658 32761 29059 17045 86196
shrinkage=0.00947448


Tree=1995
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 462 846 1456 1460 1469 1452 1452 1454 1451 21 1453 1449 1467 1458 1452 21 1468 1457 1467 1463 1467 1463 1303 1469 705 1470 1461
split_gain=24.5735 49.2598 36.0779 23.9882 35.8246 26.3745 32.1978 31.1826 36.7808 35.5959 44.7463 51.75 46.5255 34.8506 33.2692 32.7734 40.8451 31.7857 37.3757 31.398 30.8923 30.007 46.9757 30.4578 31.0693 29.6459 37.3782 29.9504 29.573 30.1678
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.9321621796069277 -0.3021170497781272 1.0000000180025095e-35 0.74209976395475563 -1.0470123060412753 0.47270872550543164 -0.62767640989520535 -0.80169152520006459 -0.35706656885214555 0.2439032738895319 0.95496318747388242 -0.13618373282028026 1.2299399009117524 2.1367841577049291 0.37490402264961914 1.0003342417131433 0.47537500682455874 2.9048651742706286 -0.39040827012043883 -0.21051230957914138 -0.14455414991617818 0.45108069140960899 1.0000000180025095e-35 -1.3460032622719822 0.30761478964143102 0.84122639276026845 0.67658205949233852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 25 7 8 -7 13 12 -12 19 -9 17 16 -16 18 -13 28 -10 22 -8 -23 -25 26 -2 -28 -11 -30
right_child=3 -3 -4 4 -6 6 21 9 20 10 11 14 -14 -15 15 -17 -18 -19 -20 -21 -22 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00096005049760152146 -0.0052183259373421026 7.0122475851716348e-06 -0.0011259885767538834 0.00021297152806527773 -0.0027948483094512992 -0.00042543117846310187 -0.00053850085617964175 8.9078233634598108e-05 0.0047548869436805632 -0.0041204908148629836 -0.0035593596795617586 -0.0020161568326884306 0.0061900011644159666 0.0065439674845728163 0.00044594673346344673 -0.0065876606439035099 0.012871055276371082 -0.0050496778831771371 0.0042474477732486965 0.0051954390979032528 -0.010570642437397656 -0.0065053834405423743 0.0074244206103410834 0.0025436005015013283 -0.0032265438067195428 -0.00027848934924603274 0.00013943197403213604 0.00093202997385637956 0.00022417752236105252 0.015618585049097284
leaf_count=4504 550 89418 70184 5357 4756 3057 714 4665 1350 1585 7683 4323 728 482 5683 411 117 1934 548 479 70 427 865 1708 718 43742 59104 46070 626 73
internal_value=0 -0.0323665 -0.0861269 0.00649927 -0.105443 0.0119486 -0.0421779 -0.0676877 0.0979837 -0.0974187 -0.136341 -0.176977 0.115673 0.072965 -0.0891595 0.0315501 0.0746155 -0.203481 -0.108328 -0.049428 0.374971 0.131683 0.367022 -0.00558352 0.0803515 0.0249431 0.0441498 0.0473403 -0.180211 0.218771
internal_count=361931 164106 74688 197825 10113 187712 38246 33814 4477 29337 24190 20699 3491 5147 13016 6211 5800 6805 4871 2763 1420 4432 1579 2853 2426 149466 105724 105174 2284 699
shrinkage=0.0106698


Tree=1996
num_leaves=31
num_cat=0
split_feature=51 1392 955 185 846 1193 1247 45 1115 1179 73 534 72 294 407 276 151 961 21 1462 1462 1467 1449 1467 1455 1454 1450 1467 1451 1463
split_gain=23.7036 31.1544 28.9493 31.0415 28.4245 35.9586 24.1351 23.1697 26.7838 25.0429 23.6166 22.5743 22.5693 22.1719 27.752 29.1772 24.7488 24.0844 27.2695 31.7909 61.1888 28.2972 27.1165 37.8485 28.4548 34.0231 34.6007 27.7054 29.3619 29.7357
threshold=1.0000000180025095e-35 -0.56406248815770799 2.3308467365638124 1.0000000180025095e-35 0.40496867896741601 -0.37653587005655087 -0.37980951556377091 -0.4851739300165801 -0.35874098964541451 -0.31876352314721212 -0.67017899048355456 1.0000000180025095e-35 -1.8495585448559102 -0.4101771934163338 -0.68422620775809573 0.97361699670434332 1.5140142372431677 2.7378363749037904 0.43301101584543472 0.72194837801756251 1.1880714473397529 -0.18311682575193569 0.73264649818312855 1.4313388615552618 -0.14935260350269791 0.67485211051868899 -0.37346915815988274 1.4313388615552618 4.3250660786149879 -0.45497734024656833
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 6 -4 7 -6 -2 8 9 -3 -10 -11 -5 16 15 -15 -1 18 -16 22 21 -21 27 24 25 -24 -27 28 29 -20
right_child=1 4 3 12 5 -7 -8 -9 10 11 -12 -13 -14 14 17 -17 -18 -19 19 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00048719952909482276 -0.0016726348263145735 -0.0032658161877138054 -0.0032543044206224539 0.032046156009938521 0.00080734264329092819 -0.0019837553150552282 -0.00037916349708896354 0.00055288380328128524 0.0019428160175459191 -0.0028343288732122752 -0.00044584646160842056 0.0013409541102869626 0.0074808351151331477 -0.0013596034675180937 0.00049624092096715519 0.0013144828815520081 -0.0013177816485567325 -0.0021773771678482044 0.00082073497179952024 -0.0086242373658782165 -0.00034030477598281591 -0.0028386103116991618 0.0035213019674951098 0.0062460680482348983 -0.0034758661321764341 -0.012119881899210183 1.3437363336958871e-05 -0.004106835713049652 -0.013175205782632213 -0.00080310706534737633
leaf_count=85382 28418 4759 315 24 5568 13673 23287 39707 3916 1657 13443 2870 475 25633 53493 4067 5726 4672 12330 1147 4778 1273 2129 818 882 193 939 1332 115 18910
internal_value=0 -0.034646 -0.0844953 0.405446 -0.00812973 -0.0953821 -0.0917152 0.0130444 -0.0421782 -0.150619 0.0102794 -0.0217646 0.788584 0.00473673 -0.0141604 -0.0835959 0.0317285 0.0014716 0.00766602 -0.0315145 -0.164045 -0.462071 -0.00613465 0.137721 0.0519709 0.140814 -0.152053 -0.0298977 -0.017129 -0.0130558
internal_count=361931 138112 52519 814 85593 19241 51705 66352 26645 9286 17359 4527 499 223819 132711 29700 91108 103011 98339 44846 7198 2420 37648 4961 4143 3261 1132 32687 31355 31240
shrinkage=0.0117803


Tree=1997
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 727 12 712 651 896 232 1243 352 909 1010 1181 706 736 905 1301 78 1012 1464 971 1384 1048 78 1007 1458
split_gain=64.3403 46.5711 88.6528 45.9928 48.3552 41.2603 37.2692 33.0731 30.8602 29.9718 27.7776 27.7007 27.3718 27.362 27.3551 25.4059 25.3979 25.3203 26.397 25.1784 24.8961 25.8884 24.8377 24.6899 24.4243 30.0465 24.3613 24.051 23.9304 23.4964
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 1.0000000180025095e-35 -0.59727736220901595 -0.63779424894106762 1.1107569744011787 -0.43454379769620094 0.92584771804271815 1.473013388195284 -1.4909506439985412 -0.67290761646258057 4.1811079772937587 -0.59467284272644005 -0.3535015761321067 1.0000000180025095e-35 1.0727613779984251 1.0000000180025095e-35 -0.2017968994791223 1.4711245761114824 1.2376035477492302 -0.94977692966989535 0.054422267959887458 -1.462787764299305 0.47115910464844296 -0.58509654268748301 2.8238293063641735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 12 7 8 19 -5 16 22 13 23 -3 -10 -8 17 -2 -4 26 -1 29 -22 -6 -9 25 -16 -19 -20 -11 -15
right_child=1 3 15 4 9 -7 14 11 10 28 -12 -13 -14 20 24 -17 -18 18 27 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.8481033770794455e-05 -0.00018172150824159259 -2.5775645749270177e-05 1.9609561553610261e-05 -4.5480754905435606e-05 -7.6535911883499386e-05 -0.00025703511293658914 -6.2062941802802727e-05 8.7242484022892177e-05 0.0010371682058759437 0.00012611555792402783 -0.00018330330009493274 -5.3674573753734805e-05 -0.00013298049573695273 -3.8914151324022237e-06 7.7912126435162194e-05 0.00057296170319426159 9.3532526726606015e-05 -0.00030657592676310751 -7.4858378454523302e-05 0.00020716846076835964 -3.4258245013876758e-05 -0.00030489933041761414 0.00051687746019874066 0.00027213436249357627 0.00017524711611305852 -0.00076405273320252971 -1.0244634542535534e-05 -0.00025440552148875406 -0.00047009555967599984 0.00070294485525484497
leaf_count=11025 2450 115614 30696 9440 4692 20329 2491 25907 139 262 27905 4378 12354 8258 499 254 5424 1583 13817 1526 4282 4298 257 2584 13779 239 30732 5431 1122 164
internal_value=0 -0.0372847 -0.0703213 -0.0145153 0.0377593 -0.14805 0.0675556 0.0635426 -0.115301 -0.12484 -0.14586 0.0927459 -0.038521 -0.0652644 0.135116 -0.02517 0.0197474 -0.0275873 -0.0598887 -0.0177729 -0.0742581 -0.181281 -0.0522293 0.11575 0.172347 -0.206408 -0.0232751 -0.134884 -0.386314 0.0189777
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 6333 45046 32869 127968 17141 17008 82513 7874 82259 51563 12551 17002 8580 4949 28491 14517 738 32315 19248 1384 8422
shrinkage=0.000905731


Tree=1998
num_leaves=31
num_cat=0
split_feature=50 194 1470 676 842 1023 65 966 911 154 1175 1079 560 264 363 844 624 1450 1186 1426 1463 1450 1029 772 900 1453 531 1465 345 211
split_gain=23.8795 41.8713 22.805 23.4958 23.9479 25.6284 24.4393 23.0826 22.9218 21.6946 24.9909 22.2588 22.2091 21.9289 21.5953 21.3343 21.2631 21.1555 23.6545 20.8378 27.9879 29.8358 26.7808 26.0392 24.9252 22.2296 22.5161 26.1913 21.9929 21.4771
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 2.2057843579161749 -0.27102987990603095 7.4366709976304533 1.3605314985471562 0.42597057237547425 -1.4946064642356096 2.6586950529456823 0.41883494513933106 1.9634214862007473 -0.2079520922438067 0.38646845251715672 -0.11317559160914231 -0.69180524752813055 -0.28589189168027379 1.0705616865759604 -1.6085199088632745 1.0000000180025095e-35 -0.052537044703927886 0.25736028940779887 -0.65139616851932414 0.94391587442470348 0.89277650648411566 0.4143297477252143 1.0000000180025095e-35 -0.44824385426861751 -1.4992373342006464 -0.39242463450616888
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -4 7 8 -6 10 11 14 -12 -14 16 -16 -1 18 -10 20 23 -22 -23 24 25 28 -27 -28 -3 -26
right_child=-2 19 3 -5 6 -7 -8 -9 17 -11 12 -13 13 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 29 26 27 -29 -30 -31
leaf_value=0.010665866780489263 6.4472112382856698e-05 -0.005249784549114748 -0.0014022392858259254 -0.0032945600071214286 -0.006422392428098298 0.01576033313531354 -0.0020098818937292814 -0.0011406626881606758 -0.0065501698458941271 -0.0068178110740868252 -0.0070793003315269554 -0.011300658245869649 0.007054770322798257 -0.0086945409758252511 0.0091023109703180817 -0.0027138129103265606 0.0032405330394449806 0.0027745145461121638 0.00034678488779015415 -0.00049964198456334936 0.0012538671143325904 -0.0020400064159933084 0.00074617237066776864 -0.0014977376178601134 0.0028476792382116133 0.0019264990178292235 -0.0056859130792199326 0.00078405912194180836 -0.00042541054946397067 8.7882854595144701e-05
leaf_count=289 197382 580 34265 3168 488 25 7636 8396 506 126 214 43 134 50 85 278 320 1987 16203 32935 16056 2714 3401 5736 2346 3434 463 840 19165 2666
internal_value=0 -0.0317299 -0.0852088 -0.0945714 -0.0842036 -0.141481 -0.0368424 -0.00728966 0.0432925 0.170196 0.243658 0.416574 -0.220853 0.293388 0.478475 0.0388705 0.703592 0.0547401 0.0220327 -0.00311109 0.0209529 0.0806176 -0.0475801 -0.0184048 0.00814398 -0.0215452 0.110709 -0.140396 -0.0554442 0.147774
internal_count=361931 164549 74213 72674 69506 34290 35216 27580 19184 1539 1413 1015 398 184 972 363 609 18696 16709 90336 57401 22171 6115 35230 29494 24482 4737 1303 19745 5012
shrinkage=0.00966397


Tree=1999
num_leaves=31
num_cat=0
split_feature=888 522 1437 694 1464 691 1454 794 320 26 214 792 864 804 1051 938 1065 21 130 92 1468 1430 609 552 1188 561 697 1178 635 554
split_gain=23.578 24.1334 27.8315 26.8102 24.705 27.5778 25.8714 24.9804 29.9556 24.3282 28.9694 24.2347 25.8308 28.4386 26.7987 24.6366 24.4689 23.9923 26.6109 26.2174 25.2284 24.2979 30.6363 24.6926 24.6077 23.5509 23.3048 28.0317 23.0391 24.2092
threshold=1.0000000180025095e-35 -0.71745339412579689 3.5253024523165304 1.4410699139383063 1.5993600128483978 0.11682074345248079 -0.12591398429191614 2.2041218380651819 2.0072900790561738 -0.39337817035528566 1.8100640126119156 1.0000000180025095e-35 0.72275257928592751 0.45538871002063286 2.3063551433647169 -0.57633625342910477 0.53317830391623378 -1.6471741456694959 1.0000000180025095e-35 3.4714126686442319 3.2937191260639342 0.54622893720785959 1.6285028476148826 -1.6691755686611225 -1.8655760905515792 0.55894040826437752 -0.23617192868583473 -1.3872480581558151 2.7537589741362978 3.0320133534068829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 7 -6 9 -9 10 28 26 13 15 -14 -13 -17 20 21 -20 -7 24 23 -23 -19 -11 27 -1 29 -3
right_child=-2 4 -4 -5 6 17 -8 8 -10 25 -12 12 14 -15 -16 16 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025971937392092323 -0.00053041149517330823 0.0002771236635806145 -0.003489853568787663 -0.00070116962225228114 -0.0010456241971793072 0.0011458811313860317 0.00094372818837281291 0.00082373575737711927 0.0079861473197734897 -0.00014273749810229112 -0.0016535166602838671 0.0010558710935014688 -0.0011596508785141309 0.0011387577938582352 0.0071795492887002628 9.5713792043893962e-06 -0.0015915812795792767 -0.004011495364581074 -0.0012267186491870233 0.0037911157140428785 0.011252309919109731 0.006079887343722795 0.0041555037220123801 5.5233431141459622e-05 -0.00048110412688448598 -0.00095703960297762456 0.00029634404104772981 0.0014955508411628128 -0.0025397613057869094 0.005381687652692391
leaf_count=657 46198 60057 581 8318 3163 2006 11851 7061 172 57881 3234 5109 5772 9116 121 14823 3940 1043 23267 512 93 249 565 10367 36750 18557 15516 13713 918 321
internal_value=0 -0.00224614 0.0313178 0.0351941 -0.0141907 -0.0206315 0.0722049 -0.00335982 0.12425 -0.0102152 0.0212076 0.049431 0.013769 0.0379034 -0.118807 -0.0036697 -0.0424332 -0.0592768 -0.0664493 -0.136976 0.202828 -0.0360746 0.0530334 0.0229965 -0.0674797 -0.0387851 0.0979465 0.16127 0.0313338 0.0368364
internal_count=361931 315733 77666 77085 238067 223053 15014 148201 7233 140968 64530 68767 38881 32988 5893 23872 18763 74852 72753 23779 2099 48974 11181 10616 37793 76438 29886 14370 61296 60378
shrinkage=0.00824811


Tree=2000
num_leaves=31
num_cat=0
split_feature=785 181 727 1286 221 59 1361 884 1454 804 471 965 920 718 77 340 971 813 1465 1374 771 472 597 1244 120 263 288 905 1172 1383
split_gain=53.0715 41.2792 34.8412 34.5407 37.3206 33.3759 30.8089 49.7652 33.0157 29.1609 33.0855 32.9423 41.125 31.7862 27.6324 27.9642 31.9468 26.8699 26.66 25.8881 29.727 28.1071 25.5097 25.7744 25.0488 24.4357 23.9188 23.9089 23.6905 27.8317
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.78161905918100072 -0.96478448547911522 1.7621890616334766 1.0000000180025095e-35 1.0000000180025095e-35 -0.77574368866889332 0.45538871002063286 2.2944869526193208 -0.67489880803012814 -0.83967173534858641 1.0000000180025095e-35 1.5029597294391763 1.3931997016493665 -0.69531282290665342 1.304868341751126 -0.51923091368911811 1.5927508501921366 1.6852846831943531 1.3745030404662117 3.1596628491584919 -2.0027994516645182 3.5559217545737982 1.6445160113075163 -0.39354162223706585 1.0727613779984251 0.85199028794622211 2.2569541400050794
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 27 5 -5 6 7 8 -2 -6 11 -11 13 -13 15 16 -4 -10 -18 20 28 -21 23 -3 -7 -25 -14 -1 -9 -30
right_child=1 22 14 4 9 24 -8 19 17 10 -12 12 26 -15 -16 -17 18 -19 -20 21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-5.0485537186520705e-05 -0.00029727234435203583 -0.00067065657168655958 -0.00010093566513197102 -0.00012147816949658883 8.1909165121547465e-06 -0.00014514731739365079 -6.7543373872663216e-06 2.535110546994552e-05 -0.00012757503828152034 0.00032158971976019318 -0.00049373043764726658 0.0003353098835938546 -0.00011530088640762753 -0.00025061017292477602 0.00039986830639915805 -0.00019587399553609058 2.320720958702038e-05 4.5433950047309442e-05 0.00020870880107129081 -0.00010398224514192033 -0.00042550264344072872 -0.00064774950646676478 0.00045288112202835419 -9.1556565634386377e-05 0.0024716520599563922 8.4365688641059876e-05 9.3228538345006996e-05 0.0001895127720176831 -0.00010594588177825267 0.0006543324290763132
leaf_count=11025 6388 491 2118 6665 29971 12649 110749 31321 29710 2286 291 2612 3191 336 1173 1085 4122 5067 8510 7313 606 578 298 65986 35 3045 4791 1526 7835 158
internal_value=0 -0.0358965 0.0595081 -0.0241125 0.0271755 -0.0372824 -0.0307367 -0.0654108 -0.142305 0.0486011 0.128967 0.144627 0.0952521 0.305552 0.125 0.101988 0.127438 -0.111854 0.16954 -0.023418 -0.00405764 -0.157562 -0.0926152 -0.0965332 -0.162597 -0.0929099 0.014897 -0.0231169 0.00298283 -0.102578
internal_count=361931 332372 29559 262552 50143 212409 199725 88976 41165 43478 13507 13216 10930 2948 17008 15835 14750 34777 12632 47811 39920 7891 69820 69522 12684 69031 7982 12551 39314 7993
shrinkage=0.00087056


Tree=2001
num_leaves=31
num_cat=0
split_feature=1100 800 677 1466 1016 272 869 1452 791 723 854 796 1452 549 984 585 633 1467 488 588 1470 484 1290 493 981 564 783 63 1107 1375
split_gain=44.9638 45.9262 42.3055 47.0195 39.9538 38.1433 36.9086 34.9471 32.1455 40.53 34.7407 48.6144 32.1104 30.8752 30.0287 29.1652 37.0315 29.1028 27.8569 27.6428 27.4475 27.4171 26.8726 27.2557 28.5714 26.8678 26.6547 26.6057 29.667 26.3957
threshold=1.6293515030253838 -0.57812715656594349 1.0000000180025095e-35 0.57156622312866312 1.0000000180025095e-35 1.6568181847307961 1.0000000180025095e-35 0.91361512331551464 1.0000000180025095e-35 1.0000000180025095e-35 -0.87473648844905705 0.38087715954262297 1.6384569691010111 -1.3900695809707992 0.89773723085465185 0.59573659850611882 1.9350628110888086 1.6166021676452613 -0.30954890477462232 -0.31407487021714353 -1.2363261431504455 -0.15015291369008593 1.0000000180025095e-35 -0.89896561734091163 1.3844530844356899 -0.71785337404797633 0.2400496438953339 -0.64169633322170971 0.28282568045091055 0.59806352348768188
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 27 17 21 10 -10 11 -4 -9 -11 -2 22 -17 26 -19 -15 -14 -5 23 -12 -25 -8 -3 -1 -29 -27
right_child=14 2 8 7 -6 -7 25 12 9 13 15 -13 20 19 -16 16 -18 18 -20 -21 -22 -23 -24 24 -26 29 -28 28 -30 -31
leaf_value=7.3784689082805115e-07 -6.4074581267668326e-05 -0.00018364281762123718 -8.6180316444633333e-05 5.9627101427866008e-05 -4.8393816562210524e-05 -0.00012744010567660333 -0.00048408128742654071 0.00037949996863247218 -2.8912625616255162e-05 -0.00011777037548431295 6.9326838091581506e-05 0.00025513772429470847 0.00045424323388910509 3.097989673540955e-05 -0.00021680022133492607 2.7028550016721987e-06 0.0003288362811243831 -0.00021867373420042345 0.00045161436112939253 0.00017124495183515795 -0.00010298444340886067 -0.00012485707173871227 -0.00012271468143392085 -7.5313698943537842e-05 0.00010233358474069521 -0.00015505484139531254 -3.1991078737832937e-05 3.2790220560939869e-05 0.00015626801991736183 -0.00056617574324540037
leaf_count=27253 38134 15628 2749 8413 52250 6673 3848 1990 22140 2884 7963 3183 389 8590 10803 17472 1239 518 775 11291 1661 6926 20288 33781 3544 9632 10716 17354 12359 1485
internal_value=0 -0.0175507 -0.0320173 -0.0682506 -0.0916802 0.0341227 -0.158053 0.0358374 -0.00769192 0.0394461 -0.0314379 0.120315 0.216771 0.098476 -0.103957 -0.0434251 0.0294997 -0.106358 0.243163 0.124137 0.0232069 -0.0186864 -0.0660207 -0.0373926 -0.0623918 -0.282142 -0.126858 0.0503587 0.0940325 -0.219212
internal_count=361931 312994 249355 114231 94852 63639 42602 19379 135124 44905 90219 5932 4040 22765 48937 84287 18711 27637 1293 19881 2050 15339 65576 45288 37325 14965 26344 56966 29713 11117
shrinkage=0.000905731


Tree=2002
num_leaves=31
num_cat=0
split_feature=871 462 1466 710 423 268 984 1450 12 1467 1452 1458 1454 1451 1455 1467 1464 1461 1451 1458 1458 1453 1454 1465 1457 1459 1469 1455 1467 1459
split_gain=23.7208 26.7711 25.4053 24.2991 23.5523 28.8956 29.3956 27.713 25.3068 25.0598 31.9271 43.5226 41.3103 43.3886 38.8628 36.575 37.9321 52.6102 42.6569 42.5533 57.2963 46.9306 40.5216 84.7014 34.3961 33.9285 33.5789 32.5032 32.1831 56.9246
threshold=1.0000000180025095e-35 3.5900732819318715 2.0059357122245594 -0.77430607187912159 0.26303606961368176 1.0000000180025095e-35 -0.074116456097958722 -0.33386868244407664 -0.21530916382722204 0.47769311669757991 -0.5285793083120659 1.136946192861312 1.0000000180025095e-35 -0.30536821463819236 1.0351366075872801 0.40548763321784648 0.74657910936426475 0.71805535841975177 -0.39787897668649203 0.61837135740476723 0.024841443727429375 -0.010278269864946675 -0.94795818613911831 -0.28736224657391418 1.1644139362256081 -0.069973186848726762 1.7579949543862765 0.40822562400327617 -0.42189260964277353 -0.16909159747159788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 6 -6 9 -9 10 14 15 24 -14 27 16 17 22 25 20 -19 -22 23 -12 -13 -18 -23 28 -1 -30
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 11 12 13 -15 -16 -17 18 19 -20 -21 21 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001191621951141679 -0.00045071463294257716 0.0026952603664178345 0.0091701088357618275 -0.0040759890200453711 0.00034026016303080793 -0.00073926810378914163 -0.00064830248000183777 3.496168537483829e-05 0.00063416475060871667 0.00050590345083477862 -0.0032156673250290919 0.0053923828760379629 -0.0057549455392457739 0.0018126030985889119 -0.0020135654664588773 -0.0050026825402548422 0.0010716481326987588 0.00013097175799733901 0.0017750109789281265 -0.0059702381571589587 -0.0008791103062415664 0.0067187427364709257 -0.0014278863160408714 0.0074641301459609762 -0.0018708260911334106 -0.0043564557257846749 0.025736957286907676 0.0025722550059734833 0.00055582387242941636 -0.002526228185814335
leaf_count=8246 71831 269 69 1633 36686 35794 19638 54352 52120 18271 699 1082 443 754 2510 932 797 4948 4156 357 382 648 30207 570 278 992 33 2496 7200 3538
internal_value=0 -0.000504858 -0.287145 -0.345897 0.00115911 -0.0303598 0.00174077 0.0145495 0.038535 -0.014951 -0.0345637 -0.069208 0.20037 -0.0979216 0.032052 -0.0869476 -0.0781087 -0.105979 0.0841848 0.0759187 0.119069 0.566179 -0.146391 0.266952 0.446832 -0.208439 0.869003 0.0633798 0.0300249 -0.0520935
internal_count=361931 290100 1971 1902 288129 92118 56324 196011 106472 89539 71268 47278 2557 1197 23990 44721 43789 37844 5945 6368 6011 1063 31476 1269 1360 1789 681 21480 18984 10738
shrinkage=0.00875296


Tree=2003
num_leaves=31
num_cat=0
split_feature=785 728 728 519 727 382 666 714 588 930 791 803 583 806 708 993 485 842 689 645 1049 21 647 590 914 767 620 575 475 852
split_gain=59.5416 46.9098 37.1348 34.0917 50.8822 40.3061 34.2016 35.5062 56.651 53.1646 47.5905 46.4317 40.7844 40.458 38.477 37.3326 34.5057 33.8912 32.6726 33.1806 32.3052 31.5883 30.8578 71.2166 30.5621 31.9668 30.4493 29.9805 28.8216 28.3359
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.2575337098986954 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 -0.55326332990463356 0.53322213276968733 -0.19102678227058997 -0.89727091510114898 0.55353005178241588 -0.68735278165046754 1.0000000180025095e-35 1.0999280683389623 1.2334500886949249 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 2.4975337861131606 0.46370404152391853 0.16760437365778322 1.0000000180025095e-35 1.3178422683400421 -0.22706799479215015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 20 7 12 9 29 11 15 16 17 -14 -11 -2 -12 -10 -20 -6 26 23 -3 27 -26 -4 -16 -18 -9
right_child=1 22 21 4 5 -7 -8 8 18 10 13 -13 14 -15 24 -17 28 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00013902199381942161 3.1249001172416417e-05 -7.2374002070387409e-05 7.4024203871165644e-05 -0.00012669584515161925 0.00027280686263423564 7.4130376047095634e-06 9.4950191297723827e-05 -0.00016388948897360538 -3.3578714491342809e-05 6.6976783572967772e-05 -0.00014449917316170034 0.0001285186775536857 0.00012776152466156441 0.00018379891534039451 -0.00014005138463449315 -9.1030164340552588e-05 0.00011850810904597258 4.3164095051628774e-05 0.00025529236258736243 -0.00013399908246803285 -4.4713116778601624e-05 0.00013463120892261192 -8.4098009840473346e-05 0.00040973894917203989 0.00050331214928632235 -0.00045540176733974608 -0.00012803197699901055 -1.3740505613060081e-05 0.00041769698469902279 -6.9913367060423892e-05
leaf_count=3396 12730 4821 7332 3824 5171 5700 7337 24674 3666 6679 5363 4054 4668 5730 12085 48668 3411 15553 4057 856 1200 15031 93730 1384 649 169 3800 20102 1572 34519
internal_value=0 -0.0364827 0.0644177 -0.0205462 0.0702934 0.132443 -0.0286424 -0.0344777 -0.0523721 -0.0641885 -0.0304748 -0.0654868 0.0141179 0.0474833 -0.0296928 -0.0835945 0.0988334 0.00173134 0.108282 0.217099 0.242872 0.0900727 -0.0840467 0.074195 -0.0597989 0.362037 0.00566595 -0.0715083 0.245199 -0.120918
internal_count=361931 332372 29559 232437 15895 12071 216542 209205 153819 145240 86047 59401 55386 26646 37673 55347 17713 20916 8579 4913 6371 26163 99935 6205 33005 818 11132 32187 4983 59193
shrinkage=0.00087056


Tree=2004
num_leaves=31
num_cat=0
split_feature=785 728 712 519 727 382 784 921 1049 647 590 730 783 830 578 566 723 588 938 827 1452 854 788 3 657 500 606 1229 661 650
split_gain=56.6596 48.0075 36.3496 35.5165 53.6424 40.6919 34.7619 38.1056 34.4489 31.1184 71.1033 30.0131 47.5468 29.2132 28.6081 28.3989 28.2408 61.6484 43.1489 38.2683 35.6996 35.3656 36.9074 32.8561 31.4955 29.401 28.8436 28.4037 28.3531 28.0885
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.2334500886949249 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.8227892136636004 -0.87905496296652397 1.6261537728093647 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 -0.36836247429892682 0.4926003403048807 1.1246320002485164 0.38349571241217301 -0.69839631253723977 0.72755686970153477 1.6924566025053001 0.44224916350105375 1.0000000180025095e-35 1.0000000180025095e-35 1.6923072129381651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 8 16 11 -6 10 -3 12 -8 -9 -4 -7 19 18 21 20 -2 22 -18 -21 28 26 -24 -26 -19 -13
right_child=1 9 14 4 5 15 7 13 -10 -11 -12 29 -14 -15 -16 -17 17 24 -20 23 -22 -23 25 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00015445339375029117 2.5774470563751319e-05 -7.7551880704186828e-05 0.00024331800747062486 -0.00013759247792444415 0.00028674391224168367 -4.2333430011528138e-05 8.9172393199728791e-05 0.00010462062541453895 -5.4075109015697545e-05 -9.0550068006925536e-05 0.00042320789804358545 4.930561202576512e-05 -0.00010204461556509868 0.00048696776596814269 5.1735455212025415e-05 0.00034144389185671069 -6.439491114520458e-05 -6.4270013835054365e-05 -0.00013162656550334809 5.650579606360781e-05 0.00024327068920915876 -0.00022289819523701906 9.0333978295444034e-05 -8.8585620658317418e-05 0.00065964506145985255 -0.00024887631167494641 -7.7252164716915873e-05 0.00013745711487012663 0.00019771897150743723 0.00038072211913758007
leaf_count=3225 12929 4821 3439 3824 5171 4923 7388 6265 1200 93730 1384 7282 16536 859 22895 777 53735 3404 39264 10458 3671 5270 16911 20523 553 1754 5346 845 2507 1042
internal_value=0 -0.0393197 0.0591071 -0.0232097 0.069397 0.133144 -0.0314685 0.0261043 0.243933 -0.0873813 0.0713677 -0.00687227 -0.0469738 0.16339 0.0836195 0.00872233 -0.0456303 -0.063249 -0.0769417 0.00121273 0.0854821 -0.0496475 -0.0387521 -0.0473429 0.117814 0.0341373 0.0539174 0.38349 0.050004 0.103405
internal_count=361931 332372 29559 232437 15895 12071 216542 39372 6371 99935 6205 32248 23924 7124 26334 5700 177170 129589 122280 47581 16600 83016 77746 30981 7309 24011 22257 1398 5911 8324
shrinkage=0.000905731


Tree=2005
num_leaves=31
num_cat=0
split_feature=785 728 585 630 21 332 395 203 540 1450 1454 1469 458 789 872 942 1040 7 386 917 560 816 486 710 1243 705 313 5 976 634
split_gain=23.778 25.9444 25.4753 24.5702 34.2638 24.1762 61.7947 32.6074 27.9321 35.4198 33.3771 28.9724 27.613 27.5359 28.0516 57.1561 31.5042 32.5798 30.0988 27.5634 27.4405 27.3245 26.6437 31.174 26.4212 28.8604 25.9961 25.8574 25.6414 25.6054
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 -0.33907042154898792 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.99026637822014563 -0.35262914890079794 0.50933602050530713 -1.2083100587446829 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 2.231519495564001 -0.52037178935754602 0.94425071421226758 -0.5842495347762191 -0.90877257357522745 -0.19050337961739619 -0.92870374882376117 1.4335984390013645 -0.35338778544323396 0.22991414747585318 1.1384931084456864 1.5188581659014118 0.267059913971254 -1.2591201791253208 -0.49452392159050335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 22 13 12 -11 -12 26 14 19 16 -16 18 29 -7 -15 -17 -2 -24 25 -21 -10 -28 -22 -18
right_child=5 2 3 4 -6 8 -8 -9 9 10 11 -13 -14 20 15 21 17 -19 -20 24 28 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013758694832260129 -0.0009558746005151386 0.0013948955174203346 -0.00099160768115947673 -0.00065388491693174882 0.0021103848733994494 0.00096910915002239621 -1.453112508400401e-05 -0.0022651506909376691 0.0014383291926767334 0.0019926986597565855 0.0043380455341098618 -0.0010659602619103477 -0.0013844776666211474 0.00012788823284486017 -0.00049621529212660615 -0.0008134457634480011 -0.0024933563355652982 -0.00083047412880604037 0.0011261900126969253 -0.00043046476008565108 0.0025655515564118208 0.0048020037955545034 -0.00078896224516353535 0.0032412216161947596 -0.0013181860711747181 0.0014162693842110011 -0.0033676708106361816 0.0011713432419289697 -0.001591491121542768 0.00034016573109589744
leaf_count=3396 48361 12309 5860 3653 4341 7062 82513 20329 4749 9005 422 2896 4547 10551 22336 469 2125 7224 27434 32827 784 1630 2607 1952 16286 4239 1116 919 14605 5384
internal_value=0 0.0492369 0.0709412 0.00736331 0.0835557 -0.0151645 -0.0393123 -0.105599 0.00132426 0.0648632 0.138891 -0.0336123 -0.017553 -0.0108595 0.00241272 0.0332916 0.0206446 0.0544706 0.0809006 -0.0334041 -0.0793862 0.365091 -0.0762741 0.10146 -0.0512244 -0.0202633 0.0642349 -0.12872 -0.139867 -0.0400172
internal_count=361931 29559 26163 13854 7994 332372 155762 73249 176610 23654 12323 3318 11331 152956 127016 66602 64503 42167 34943 60414 25940 2099 52920 4559 53352 37066 6784 2035 15389 7509
shrinkage=0.00985725


Tree=2006
num_leaves=31
num_cat=0
split_feature=728 659 1020 706 1189 686 625 1176 526 1308 1454 1251 708 469 708 797 854 1449 714 430 1247 702 868 731 975 843 142 971 1470 1425
split_gain=23.4356 27.1156 24.0409 24.5338 24.8685 22.9319 22.8438 31.1227 25.8908 23.0149 27.7724 22.7986 22.6862 22.3098 22.7259 22.0186 50.0553 28.5096 23.9768 23.6285 23.5848 23.155 28.0509 27.1255 23.5863 23.1777 22.1932 22.0148 23.0824 21.9418
threshold=1.0000000180025095e-35 0.62821384419828064 1.0000000180025095e-35 1.5724059030450566 -1.5161058611062252 0.1605379974679314 1.3252658997982083 -1.5478165694957997 2.3757057381457001 1.303403189393942 -0.74726004084035758 -1.0944025270506461 0.73921663161214024 1.0000000180025095e-35 -0.6425256777115802 0.63961785378869596 -0.87473648844905705 1.6354124814891826 1.0000000180025095e-35 -0.42411620817373213 -1.3873450432039534 -0.3673711230137589 0.53022336195039899 -0.58233090799287746 -0.78966396156001972 2.4406243938341703 0.23077961927874641 -1.3900402254983617 0.70719074528215786 -0.49854827941355384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 5 11 12 8 -8 15 -10 -11 -5 -4 -6 -15 21 26 18 -18 20 27 24 29 -24 -1 -26 -17 -20 -29 -23
right_child=2 -3 3 4 13 -7 7 -9 9 10 -12 -13 -14 14 -16 16 17 -19 19 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00073291699062660355 -0.00091749609242822779 -0.00053498605657280752 0.00014840280186179558 -0.0058881541383844884 0.0014699017660566606 -0.0013235180592049097 -0.0046505754196348465 -0.00040499896515947925 -0.001871907423355437 0.030218447145948381 0.0030326555821724656 0.0058822479059378917 -0.0019444615151850021 -0.0036009892686648345 0.00026168172113159795 0.0013320199437277676 0.0004136333340759499 0.0022072401995651683 0.026373281238372504 -0.0019272276890817273 -0.00037378721988243235 0.00022348634687371354 0.010041284640959037 -0.0011485860556153982 -0.0003111012105228802 0.0048381393547780186 0.0059827623902393911 0.0088705396566861432 -0.014132191859101932 0.0010010750311030764
leaf_count=18293 47529 41024 30038 114 6632 15064 1690 22525 6355 24 246 738 3857 1431 3687 1756 5542 1524 32 12174 5750 30624 93 6439 48274 448 663 154 43 49168
internal_value=0 0.00238174 -0.040378 -0.010964 0.0823925 -0.0356402 0.0125682 -0.0584309 0.020269 -0.143856 0.555872 0.436862 -0.00568524 0.0508822 -0.0708435 0.0244542 -0.0334201 -0.0653334 -0.0859333 -0.126933 -0.00955656 0.0348052 0.0577232 -0.0886308 0.00240076 -0.024587 0.247847 0.772271 0.435113 0.0682181
internal_count=361931 252841 109090 61561 12602 48959 211817 24215 187602 6625 270 852 33895 11750 5118 180977 27638 25219 23695 18153 5979 153339 86324 6532 67015 48722 2419 229 197 79792
shrinkage=0.0104606


Tree=2007
num_leaves=31
num_cat=0
split_feature=1022 1154 651 1010 1229 1365 577 491 844 540 341 1329 1459 1177 695 1465 654 1116 10 618 1053 804 478 830 706 1458 220 900 5 656
split_gain=23.1176 50.5777 31.638 30.2125 30.1652 26.6017 24.7458 24.2342 33.1697 23.9808 27.104 23.7965 27.0099 29.6712 26.9892 25.8354 26.7401 24.8908 24.6145 23.659 23.5542 23.5474 23.3635 24.4166 23.3234 23.0287 23.0162 22.9828 22.8087 24.2725
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.9964111233105486 1.9615424434015647 1.0000000180025095e-35 -0.42638832581415231 0.49174072502200222 1.1588295770223476 0.7872100581665552 0.99026637822014563 0.4740468779213643 -0.037704239287781278 0.77133902740777927 3.6107243420775919 -0.18324857933193137 2.6851373032125321 2.1031908482322286 -0.59079760272950199 1.8323412648797399 -0.73795231540088524 -0.20805759330834692 2.2521318533151415 3.087725826867286 2.1113806905407069 -0.038274567208490373 1.7240176626431569 0.65513816693005567 0.6490511277016705 -0.34511293373829616 2.2886525133890401
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 4 5 7 11 -4 -9 10 -5 12 15 14 -14 16 17 18 -2 -8 -15 -3 23 -19 -1 28 -24 -23 29 -7
right_child=6 21 3 9 -6 25 19 8 -10 -11 -12 -13 13 20 -16 -17 -18 22 -20 -21 -22 27 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010064186573070133 -0.00054796345253778963 -3.733216889605502e-05 -0.0020665692394894867 0.0025141183135193885 0.00040534914059423937 -0.0013210725414439174 -0.001497261547289051 0.0022524597691477716 -0.0057080444151101995 -0.0018580516525116134 -0.0017205310343166972 -0.00017341295944189565 0.00010741800859323847 0.014289267061133823 0.0017062887342093032 0.0025287695377417129 0.0019715048335674007 0.00031382084521994376 0.0020431746928866673 -0.0001641124454810184 -0.0075196091172273737 -0.00029905085839283986 -0.0040838860049181355 0.0026192846025941802 -0.0037232991625269778 0.001838085513560827 0.002205926593156137 0.0026858677858941399 -0.00032869989514001794 -0.0060787071477957444
leaf_count=4640 27580 86568 17979 2752 8829 12721 5678 1352 349 884 919 50278 6714 83 7938 1609 2873 48755 1484 34548 29 1469 1164 1578 4584 1531 363 2092 23882 706
internal_value=0 -0.0297945 -0.0823904 -0.0658491 -0.0829447 -0.108171 0.00778255 -0.198879 0.0866261 0.108085 0.190408 0.0210353 0.0403191 0.123058 0.114644 0.0244119 0.0187371 0.0110527 -0.045748 -0.0407715 1.18877 0.00393628 0.0380252 0.0447481 -0.254093 -0.0702842 -0.27745 0.169235 -0.0853324 -0.177458
internal_count=361931 171257 81128 71904 67349 58520 190674 19680 1701 4555 3671 150448 100170 14764 14652 85406 83797 80924 29064 40226 112 90129 51860 50333 9224 38840 1527 3561 37309 13427
shrinkage=0.00875296


Tree=2008
num_leaves=31
num_cat=0
split_feature=785 181 1286 221 728 59 728 497 507 436 620 583 261 1080 1011 471 934 662 590 428 647 369 928 133 911 263 1180 965 374 85
split_gain=60.5629 45.5145 38.5846 37.7736 36.128 33.923 31.9254 51.5975 42.745 39.3965 35.9954 33.1898 42.5581 31.5065 29.944 37.6084 31.2854 29.9212 39.4932 35.6871 30.442 29.605 28.9925 28.0803 29.577 26.8463 26.6111 25.7006 36.1662 26.3716
threshold=-0.86283290253235112 1.0000000180025095e-35 0.78161905918100072 -0.96478448547911522 -0.49008176997875957 1.7621890616334766 -1.3163276726681863 1.461728259125324 1.0941628986121894 1.0000000180025095e-35 1.5209264779549863 -0.55326332990463356 1.0000000180025095e-35 3.0951863930167689 1.0000000180025095e-35 2.2944869526193208 1.49738043113866 -0.58271687606615485 0.58895901036483078 2.5310413608489593 -0.87782724458594241 0.2313107406515203 -0.52992354128753727 2.7171092817986957 -0.88177944220274473 1.6445160113075163 1.4676084809721923 0.40178444215186121 1.7222488866108332 1.8784319814325376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 6 8 9 10 13 27 -9 -13 17 -5 16 22 18 -8 -19 -20 -14 -16 24 -6 -3 -11 28 29 -2
right_child=1 25 3 14 23 -7 7 11 -10 26 -12 12 21 -15 15 -17 -18 19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014513347774424982 0.00012673134691662218 -0.00010156596513848578 -0.00012829303971444438 9.9092753171227997e-06 -8.646502868097931e-05 -0.0001528872098977633 -6.0679406462436747e-05 -8.5412785581187979e-05 0.00020933280184111077 1.8973729741205606e-06 -0.00022296044751565541 -1.3623537731121315e-06 0.0003083552734776675 0.00021985719655210313 0.00019115523233645521 -0.00049111419350878144 0.000445016228198282 -0.00011574166983536804 0.00037208874296653982 0.00012022338234114787 2.2491407950528409e-06 -2.2257948830695898e-05 -3.4952625232314686e-06 -0.00027507403282604027 0.0001189784916958945 9.3344885969473762e-05 -0.00018214553902500645 -6.2026630418222906e-05 -0.00025071196072776756 -0.00031801947466512953
leaf_count=3396 12884 66760 6665 30122 3067 12684 15372 4151 4223 51584 2837 5869 4357 1221 6863 359 1071 74127 1462 2551 1914 1307 5063 818 22278 3060 4605 9257 1405 599
internal_value=0 -0.0378068 -0.0254384 0.0287144 0.0639725 -0.0393414 -0.0327471 -0.0455057 0.0318211 -0.0596165 -0.00250157 0.0674936 0.125257 -0.0880103 0.0502437 0.131917 0.150653 -0.0933477 -0.0152566 -0.114854 0.188331 0.252498 0.118532 0.0892858 0.101811 -0.0972428 -0.0113841 0.0252218 0.0823496 0.116324
internal_count=361931 332372 262552 50143 29559 212409 199725 168520 31205 152836 26982 15684 11533 96647 43478 13356 12997 95426 18748 76678 3376 5664 11926 26163 25345 69820 56189 24145 14888 13483
shrinkage=0.000923845


Tree=2009
num_leaves=31
num_cat=0
split_feature=557 940 1043 56 188 1470 1431 773 74 633 94 393 968 1116 962 1155 705 890 1389 278 58 1466 1325 83 1053 984 1469 898 1452 1466
split_gain=23.3193 27.3702 25.9669 25.8298 53.822 28.3554 29.6353 28.5063 27.6809 25.8005 25.261 25.4337 25.6551 24.7294 28.4443 24.6261 23.947 25.1406 23.8926 23.3224 23.2199 28.5554 27.2513 25.1572 23.1842 22.863 23.1972 22.8246 22.8071 26.9013
threshold=-0.90800616672965218 2.3907917078320593 1.6331856374152967 1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 1.8641952677858011 1.0942413307214649 -0.61362673420877045 2.7486201639414669 0.91740682425479936 1.9306075413196593 1.3672836198849219 2.9156931588094528 1.3714217264408297 4.6413310694208594 1.215584911221339 -1.3230736206490437 1.1919731546805774 2.4891766495048535 1.0000000180025095e-35 0.45502499280034486 -0.20168657304938695 0.31361558646046506 -0.47339948862679954 0.20571690123469955 -0.92505546863138177 1.171143672223981 -0.16089806472507856 -0.17272734530449643
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 4 8 18 7 10 -2 -9 16 12 28 -1 -15 19 20 24 -5 -10 22 -22 -7 -23 -18 -25 -27 -11 29 -12
right_child=1 -3 -4 5 -6 6 -8 9 15 27 11 -13 -14 14 -16 -17 17 -19 -20 -21 21 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00081911456388082562 -0.002151685854512008 -0.0014939446324376319 0.0011333189309341825 -0.0052310688725465317 0.00014043579596612676 -0.00055272171157968043 -0.0013930173571059367 -0.00052079425738212092 -0.00071837592276004843 0.0039213172753183329 0.0012398865381073737 -0.0043548022151461818 0.0022308582854304311 -1.0749001995143357e-05 0.010317009521080231 0.044266622433634731 -0.0063206499217847321 0.0018267562168950318 0.0046828289472268698 0.003170759848239604 0.00049638650779618772 0.00094182894422636769 0.00054481214733893477 0.004200691774068217 0.00074700504163761449 0.005430313816799117 -0.0018097256965153305 0.023869349108145359 -0.0013063264524201352 -0.0010215689830671759
leaf_count=51199 13042 9713 4528 714 72244 20740 7066 22448 47831 242 6067 803 1963 404 231 21 455 10026 139 973 42138 6386 25599 2660 727 272 750 25 8009 4516
internal_value=0 -0.000848177 -0.0556711 0.00241008 -0.0235469 0.0199521 0.0221559 0.0277294 -0.0867232 -0.0424133 0.040231 -0.0280435 -0.013885 -0.0731167 0.378576 -0.0602152 0.0536409 0.147183 -0.360157 -0.0610213 0.04254 0.0741757 0.00693576 0.175673 -0.184944 0.311419 0.0355217 0.584524 -0.0392344 0.0264107
internal_count=361931 305569 56362 295856 134111 161745 160892 153826 61867 22715 131111 21358 20555 51834 635 48825 109753 11208 853 48804 98545 52206 46339 10068 1182 3682 1022 267 18592 10583
shrinkage=0.0102555


Tree=2010
num_leaves=31
num_cat=0
split_feature=198 912 785 21 126 1468 1450 537 1148 900 1463 1462 1110 1467 1456 1460 1451 1465 1462 1459 1217 1449 1453 1460 1470 1469 1470 1089 1459 492
split_gain=22.9192 26.5647 23.7845 26.6096 34.4243 36.0082 31.7528 32.2429 30.6181 42.761 29.1586 39.7137 28.6793 28.0876 29.7257 29.0955 41.14 41.4719 48.645 40.7781 37.2145 36.0482 33.4665 30.6494 33.3725 40.0881 31.5812 29.8334 28.2092 28.128
threshold=3.4235745390380132 1.3197817601328625 -0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 2.4634311514058238 -0.35262914890079794 1.2978429288651507 1.9644670326249816 1.7038626030879909 0.27735576329560918 3.0530110531883921 -0.16601373592441815 0.37373038027810929 1.3778752582070839 0.25278969693660014 0.36244433757593303 -0.3943054613730741 1.8461117166573322 -0.15184483386147815 0.86386423179447369 0.73264649818312855 0.43370469085150809 1.3228809068545828 -0.71595245294131049 0.062401505235820713 -0.68441465353469622 1.0000000180025095e-35 -0.29335017616020637 -0.16544094119305072
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 8 6 13 -8 10 -10 11 12 -5 15 -15 16 17 19 27 20 28 -21 -23 -17 29 -26 -27 -19 -6 -25
right_child=1 -3 3 4 5 -7 7 -9 9 -11 -12 -13 -14 14 -16 23 -18 18 -20 21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00054041942473148576 -0.0027551399020537843 0.0042644370242852538 0.00024901523414498628 -0.00049727760637223299 -0.00016006433564305994 -0.0024482647230607115 0.00032032233076367963 0.0021566930538972442 0.00027168434895669368 0.0056404116351389186 1.1742411701533112e-05 0.0025441869781927056 -0.0013562138914240979 0.0010812695040606918 -0.0046251179732673302 -0.0028400042599750607 0.0017144226511203464 -0.0030525991667410797 0.008057121509305579 -0.0019671124713061339 0.0049780438539453924 0.00097389220085126885 0.014904885386860271 -0.0070336833072994435 -0.00011755411373599243 0.02985144905147093 0.0060094859617922667 -0.00083296955973988262 0.0038734745368593946 0.0012938920111616047
leaf_count=29217 4387 375 89325 49925 4521 2959 47379 5037 5461 803 32037 1572 44564 9259 532 5653 4551 5628 241 4364 1196 303 95 490 1339 33 441 8734 1152 358
internal_value=0 -0.199045 -0.00598951 -0.012102 -0.0242812 0.00552062 0.012601 0.0500857 -0.0499558 0.097328 -0.0585572 -0.0799453 -0.0871466 -0.0292615 0.0769349 -0.0569296 -0.0249441 -0.0607118 -0.142148 0.0401847 0.149679 -0.12502 0.475633 -0.17688 0.0150141 0.184487 0.734498 -0.16092 0.067917 -0.344919
internal_count=361931 4762 357169 327952 238627 104265 101306 52416 134362 6264 128098 96061 94489 48890 9791 39099 30785 26234 14603 11631 6869 4762 398 8314 2661 1813 474 14362 5673 848
shrinkage=0.0102555


Tree=2011
num_leaves=31
num_cat=0
split_feature=21 484 945 1430 1436 1469 1312 1154 1091 692 697 350 1262 1242 80 1323 1325 76 980 560 885 1467 1463 1242 634 1086 1451 554 499 1450
split_gain=22.6539 23.6411 33.4193 24.2145 38.1286 28.5146 26.2373 25.6263 26.6504 24.6575 24.2463 23.5742 24.6578 24.6025 23.4287 24.5868 25.2629 23.3608 23.0058 27.1387 24.5971 26.9318 27.0093 30.18 32.1466 27.5423 33.9165 26.6196 22.9636 22.8739
threshold=-3.2545899522946695 0.86097350900685499 1.9181452473571214 1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 -1.1649641141064999 1.0000000180025095e-35 1.0000000180025095e-35 -2.4098821815225038 1.6777125996633273 -0.46893814160688857 4.2650547548666031 -1.467300455225063 -0.49044610236508063 3.1011166587218653 2.3084911249160016 2.9761799680137027 1.4934857464154867 0.88695462506345402 0.35018306414905159 0.17313111249397309 -0.28630767657095513 0.72355949681789655 0.028205470432565678 -0.65796938237434777 1.4415502319001241 -0.014016207805586146 0.36368349349013146 -0.49083279118224338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 11 4 5 -2 -7 8 -8 -9 18 12 -3 -14 15 16 -6 -13 20 -20 28 22 25 -24 27 29 -27 -25 -5 -22
right_child=1 2 -4 10 14 6 7 9 -10 -11 -12 17 13 -15 -16 -17 -18 -19 19 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0039344964197994547 0.00069432276402531712 -0.0012745592620321319 -0.0032571925297314327 0.0003526612701487366 -0.00086944928005180781 -0.0058675305560583011 -0.0015462353175251897 0.02480822223520961 3.1092677542420884e-05 0.00046209352501351721 -0.0010268934533513392 -0.00011810143749997682 0.025110647452366408 -0.008870147121845362 0.00033290417338327705 0.012540825593972509 0.0024897163779408404 0.009377325648430402 -8.6534640224232578e-05 -0.0024605016579291052 -0.0022194914328142927 0.0016852679648466219 -0.00084661141291999056 -0.0034683880322022437 0.0039925590868657677 0.0021819173001595919 -0.0047191786294493478 0.0025364718637752351 -0.00044381008827377354 0.00091528092515903692
leaf_count=716 5445 18773 3286 73344 21093 1054 41711 25 8172 6257 9914 38316 39 22 51685 70 1292 170 11295 3190 1742 11488 10788 834 1390 8073 373 672 27586 3116
internal_value=0 -0.00828159 -0.053307 -0.000414582 -0.0248838 -0.0757757 -0.0978923 -0.0906727 -0.113549 0.0542753 0.0170031 -0.040262 -0.116107 1.38753 0.00682832 -0.0575662 -0.0623742 -0.00736851 0.0233461 -0.0600861 0.0321117 0.0767078 0.0396967 -0.0276701 0.162076 0.106591 0.180162 -0.0615794 0.0127363 -0.0178938
internal_count=361931 361215 60606 300609 136804 62664 57219 56165 49883 6282 163805 57320 18834 61 74140 22455 22385 38486 153891 14485 139406 38476 26988 13684 2896 13304 8446 1506 100930 4858
shrinkage=0.0104606


Tree=2012
num_leaves=31
num_cat=0
split_feature=46 404 1463 227 51 906 777 484 764 1323 1454 1456 1051 2 537 561 1107 0 1390 1462 941 533 540 1458 1395 1458 1439 1465 1371 1442
split_gain=22.2628 26.5999 26.8453 26.4839 24.182 24.0321 23.864 23.7396 23.3377 22.9637 22.6218 22.3943 21.9424 21.7961 28.0013 21.7296 21.4445 28.362 23.4376 22.1681 26.7913 24.8805 25.1834 22.0952 21.7419 24.607 21.6558 22.1055 22.3019 25.6991
threshold=1.0000000180025095e-35 0.76881834321921005 5.6853485453425652 1.6420944083540536 1.8613588887694643 -0.83395547952291793 -0.84273777138110206 0.61407054532504379 2.2996447414421524 -1.0065908867703655 -1.0936914102283182 3.742879312526544 3.5926503781727646 3.2235193044207455 1.0000000180025095e-35 0.67232730265137686 0.3189280274888156 -0.90972541987979183 -1.0824977648913896 1.4481397759782462 4.1807005710369394 1.6588124724289799 1.6305215107933637 0.11800097897884852 -0.25169598212925481 -0.44174279345996664 0.70356782200899082 2.0147527329400829 1.0000000180025095e-35 -1.2625182715263061
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 5 7 -3 9 12 -6 -7 -1 -4 13 15 -15 -2 26 18 24 20 -19 22 23 -21 25 -18 -12 28 -28 -30
right_child=1 3 11 -5 8 6 -8 -9 -10 -11 16 -13 -14 14 -16 -17 17 19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0083759706597886056 0.00019559287401174803 0.00072392384275123654 0.0078358331815795712 -0.0039380512038615758 -0.0026708004990953203 0.0062963260306093559 -0.0016460153594845192 -0.00088351437088988365 0.0075570886988631869 -0.00027887934829712595 3.4273103463341215e-05 -0.015828163637471949 0.0063663745000413401 0.012141531446437903 -0.002325462756424691 -0.00081240840232316971 -0.0013976327600794339 0.00035990702735745524 -0.0011732273577792038 0.0042905223397697104 0.0059697442123538055 -0.0025185892683797896 -0.0019044895785514111 0.0012666468347783835 -0.00031421194074486309 0.0089134787257180142 -0.0006237619162605734 0.0021100712634364973 -0.0066947978390903828 -0.0014588600888919118
leaf_count=216 62686 4967 274 2501 4574 506 17124 22866 183 1330 115590 26 268 171 149 17485 186 62898 9501 2366 396 544 586 2180 813 335 26141 1470 1280 2319
internal_value=0 -0.0326136 -0.0171463 -0.108871 -0.0194265 -0.0835581 -0.128326 -0.0129382 -0.218931 0.146513 0.00598113 0.610808 0.00498369 0.00253215 0.612302 6.31154e-05 0.00660161 0.0352665 -0.0732202 0.0511875 0.0388756 0.176931 0.223044 0.276556 0.197622 0.541065 -0.0102927 -0.0673002 -0.0823551 -0.285576
internal_count=361931 135110 108682 26428 108382 23927 18960 103625 4757 1836 226821 300 80759 80491 320 80171 226605 79805 10835 68970 63294 5676 5132 4546 1334 521 146800 31210 29740 3599
shrinkage=0.0102555


Tree=2013
num_leaves=31
num_cat=0
split_feature=785 263 728 926 507 1010 869 909 150 712 927 497 878 921 1323 539 807 119 388 1110 133 911 197 979 1437 967 879 973 1166 1176
split_gain=59.1762 40.7397 52.2753 57.3989 50.2172 49.8868 41.1824 38.6721 37.1464 36.3757 36.1427 42.2047 34.742 33.018 32.3852 30.7646 30.7444 30.131 28.4125 28.3786 28.2745 28.102 27.0013 26.3437 25.7833 25.7146 25.6849 25.7887 25.7024 25.6309
threshold=-0.86283290253235112 0.66115833724634121 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 3.0713252103476614 1.0000000180025095e-35 0.9119020701661501 -0.572229863602436 -0.63779424894106762 1.0483613175537825 1.7001250133015622 1.0000000180025095e-35 0.62154522891879982 -0.20759369672708256 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.3609703674020031 -0.60677017479697548 2.7171092817986957 -0.88177944220274473 1.7525974049969186 -1.548383945956544 2.8257610812025367 -0.20966325464837607 -0.65854580630962423 0.84874543308613937 -0.64460186713261591 2.3858497325480861
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 5 13 6 17 14 -3 -1 11 -10 15 26 -8 -5 19 18 22 -14 21 -11 25 -21 -13 -4 27 -2 -29 -17
right_child=1 8 3 12 -6 -7 7 -9 10 20 -12 24 16 -15 -16 29 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00014359557945195695 0.00013388050741158257 -5.4829979182664028e-05 1.1891175089873656e-05 -0.00022135612371489361 0.00016431728790061113 0.00025502952147370058 -0.00012410415752154612 -0.00022599050050545446 3.1251415651615472e-05 -7.6117835186072119e-05 -8.8818269485968753e-05 0.00021208052405527627 5.302401967887064e-05 -0.00014125961521486432 8.1609392421705771e-06 -0.00010448370361811142 -0.00016731534848823452 1.503068603773533e-05 -0.00044213445748924143 0.00027319173914942363 -0.00025916426161666419 0.00011213943389013434 -0.00029824336887151857 -9.0999908610359492e-05 -0.00033166868538293489 -0.00010284359834365233 -2.3406138285649474e-05 0.00014704603705291124 -0.0003696741977873025 0.00045767450122181214
leaf_count=3225 8048 23094 18343 26361 6453 1980 19486 8499 31387 3087 6046 6291 10224 6715 15259 16136 10659 47626 1455 996 822 22425 2483 20848 282 15974 25830 717 839 341
internal_value=0 -0.0351653 -0.0496788 -0.0665286 0.0166804 -0.0374657 -0.043737 -0.108115 0.0103615 0.0655685 0.0443432 0.0685874 -0.119499 -0.0141463 -0.0716165 -0.179703 -0.0758122 -0.0166623 -0.0700578 -0.0413013 0.0900684 0.102592 -0.0600154 -0.0883293 0.216345 -0.0448893 0.0136184 0.107404 -0.165223 -0.105425
internal_count=361931 332372 265272 216670 48602 131105 129125 43244 67100 29559 44006 37960 85565 42149 34745 42838 42727 85881 38255 32068 26334 25512 36800 21844 6573 34317 35434 9604 1556 16477
shrinkage=0.00087056


Tree=2014
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 678 588 533 575 678 689 728 1458 650 1425 332 120 1228 1452 1452 1470 1465 759 927 264 1450 968 269 1093
split_gain=47.0088 39.8088 53.2248 50.9637 54.9877 56.4354 42.4998 42.4899 41.3627 39.762 39.3195 37.8363 35.9756 34.5704 34.5584 33.3127 33.0428 32.2997 31.204 30.2953 30.1455 46.6631 30.4063 30.2172 29.7899 29.5214 32.47 29.2302 33.4368 29.1356
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 -0.49008176997875957 1.8992776531617575 1.6923072129381651 1.1710607803345987 1.0000000180025095e-35 1.0000000180025095e-35 0.9948761292206888 6.7057942035045022 0.4926003403048807 0.88064864201853632 0.28325886342528439 0.33756191995566981 1.0483613175537825 1.0406688472030448 -0.34557539116087493 -0.010565908317722831 0.85216676757878052 -0.55864201032658711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 14 6 10 -6 8 9 13 -3 -5 -10 -1 15 20 17 19 -4 -13 -8 -2 23 -23 -22 -9 -18 -27 28 -25 -28
right_child=1 7 3 4 5 -7 16 24 11 -11 -12 18 -14 -15 -16 -17 25 -19 -20 -21 21 22 -24 27 -26 26 29 -29 -30 -31
leaf_value=-0.0001502765633112948 -2.5806163032040389e-05 -0.000101413188720208 -0.00011606573444834148 -0.00023265360295277721 0.00032353359377102246 -0.00057454532430511486 -7.0298485105392525e-05 0.00027978172600341548 5.3597000000903041e-05 8.6597182165111945e-05 7.8578378260677547e-05 -5.3487189090186168e-05 7.7133276972776198e-05 0.00011500079583276479 0.00016385900557611968 -9.8925963814443173e-07 -2.6633933845745768e-05 -0.00023643962093136244 -0.00017512033959135337 0.001472532028567734 -1.2692844628266721e-05 0.00059760744615304441 -0.00077208790878205153 -0.00017461727450642506 -0.00016859222888652902 -9.4105536881235888e-06 3.217601492602063e-05 0.00044989362792329402 0.00043418417574881633 0.00026801042246326723
leaf_count=3396 41258 7439 33622 2881 3683 279 41285 3780 12047 9681 4547 67002 26163 2639 6225 7269 23527 26894 11695 39 7975 891 86 1083 618 6991 3119 1150 515 4152
internal_value=0 -0.0318294 -0.0393584 -0.0551411 0.0851614 0.28105 -0.0632611 0.0540927 -0.0878265 0.0064431 -0.0295381 -0.0577741 0.058103 -0.139917 0.020245 -0.153444 -0.0223484 -0.177217 -0.0772763 -0.0735089 0.00167693 0.0977801 0.544001 0.0558698 0.233953 0.0183624 0.0891705 0.246185 0.0474608 0.181664
internal_count=361931 332372 310854 251671 11390 3962 240281 21518 161168 17120 7428 90744 29559 70424 59183 67785 79113 60516 78697 41324 52958 11700 977 10723 4398 37789 14262 2748 1598 7271
shrinkage=0.000923845


Tree=2015
num_leaves=31
num_cat=0
split_feature=785 519 713 962 872 588 575 507 652 816 657 727 848 841 1080 714 872 907 965 635 590 945 1089 1311 1030 1029 697 986 566 981
split_gain=52.9314 46.2852 48.7489 52.2587 48.2621 45.1941 41.6577 40.3228 35.9579 43.432 35.1964 34.2111 31.9961 35.7844 34.1948 31.6703 31.5584 30.2344 30.1143 28.799 28.5157 28.3652 27.818 27.7731 27.6068 27.5745 28.712 27.3532 27.1895 31.5008
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.3714217264408297 3.0757328524286596 0.71188872395471614 1.0000000180025095e-35 1.0941628986121894 -0.98896428961744431 0.98567350059335823 2.2603408215975165 1.0000000180025095e-35 -0.0023128048514438936 1.076958258958197 2.2092738772757108 -0.62741635080033265 1.0000000180025095e-35 1.9845395919790918 0.10980254379742337 -0.73395965499931781 -0.67541201360492764 1.0000000180025095e-35 0.44837531086292992 3.6225485867211153 0.99422031274767553 1.0000000180025095e-35 -1.0269385900995602 0.23319877721084994 1.9839842507384622 -1.3868067105842048
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 7 4 8 6 19 18 20 12 -9 -1 13 14 -10 -7 -16 28 25 -3 -4 23 -8 -5 -13 -2 -27 -23 29 -14
right_child=1 5 3 21 -6 15 22 10 9 -11 -12 24 17 -15 16 -17 -18 -19 -20 -21 -22 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.3825523064753464e-05 8.9966491899655583e-05 -0.00035918662650352506 0.00018044242756655782 -0.00010856324885216363 0.00021532777097653025 -0.00017508003561876937 3.6128674908222005e-05 0.00017993316864888675 -4.8638792578865634e-05 5.3271361551955081e-06 -0.00043056693771014853 0.00013911283426899616 -0.00039363327973249769 -0.000156150916393169 -4.8693809689484876e-05 0.00029958825755037349 0.00032759650684508352 0.0002220787449785208 -7.1197257929683257e-05 -4.6014984564972387e-05 -8.261856717349734e-06 -0.00015917717240870302 0.00030035454296122087 0.00079218402936251842 -0.00020857740718205534 0.00024582534750448414 -0.00010616497312867867 -0.00042089489629993184 0.00010230251425420989 -0.0001336836633281764
leaf_count=12551 15687 1645 4286 32410 2801 676 7789 7248 75725 33107 430 16011 3379 15024 1745 3722 1869 1325 22291 5794 21512 8056 1892 165 997 1241 9007 5095 2024 46427
internal_value=0 -0.0382167 -0.0463134 -0.0608115 -0.0477478 0.0543423 0.00522905 0.0128917 -0.0522202 -0.0642949 0.153332 0.0570967 -0.082737 -0.0583779 -0.039114 0.239566 0.158502 -0.131975 -0.0128088 -0.113616 0.0240151 -0.148496 0.0944922 -0.106001 0.122038 0.0392421 -0.060111 -0.261333 -0.141407 -0.154154
internal_count=361931 332372 310854 254950 209224 21518 17120 55904 206423 180625 7678 29559 147518 94363 79339 4398 3614 53155 48226 7439 25798 45726 9681 32575 17008 25935 10248 13151 51830 49806
shrinkage=0.000961169


Tree=2016
num_leaves=31
num_cat=0
split_feature=728 1100 800 744 791 519 714 519 666 507 1049 1182 138 854 797 803 369 775 981 993 420 773 1115 467 281 6 641 805 215 1234
split_gain=48.7002 37.7703 39.1562 37.7425 37.0782 45.2741 44.0803 47.5659 36.6541 34.2831 33.9564 33.8666 32.9434 32.3792 64.3002 32.8242 32.2281 29.0319 28.942 31.639 30.0854 28.5788 28.4498 28.4406 28.1332 28.9649 27.736 27.6139 27.5763 27.3889
threshold=1.0000000180025095e-35 1.6293515030253838 -0.57812715656594349 1.3025484894158337 1.0000000180025095e-35 0.65569131416984383 1.0000000180025095e-35 2.1420547332082829 3.1569310267559065 1.0941628986121894 1.285893796353293 0.073158326182919689 -1.2430830663240875 -0.87473648844905705 0.63961785378869596 1.9682860324222273 1.106599526467509 2.0122105609356695 1.5547011264505639 -0.89727091510114898 -0.78095461750366424 1.2736889856827973 -0.79106779698836616 1.0000000180025095e-35 -1.1763491721892991 -0.63703759295199791 0.81742490509878973 1.4663648571955066 1.4488263587503545 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 28 27 6 11 9 8 13 -4 16 23 -7 14 -8 18 -9 29 19 22 -21 -20 -15 -6 -25 -26 -3 -2 -1 -14
right_child=3 26 4 -5 5 12 7 10 -10 -11 -12 -13 17 15 -16 -17 -18 -19 21 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=3.270932594648704e-05 -6.849299489174785e-05 -5.1873941664174746e-05 1.3306413758718409e-06 4.1730421407555107e-05 -9.9095127093200048e-06 -0.00023829833737259315 -0.00012308915481684966 0.00019419495912431582 0.00021467119324336325 0.00018646013135261059 -0.00015688359768896895 -6.892246013144674e-05 0.00023849490596687746 -0.00029784905211980439 0.00025698691775074585 8.9565808434676828e-05 -0.00028318768041925329 -0.00105305840413439 -5.2907764621537777e-05 -3.3619844493671164e-05 -0.00015186143088215793 0.00023244606872923308 5.2573241062196829e-05 -0.00020864000901186936 0.0003102887335784555 8.0211285334674313e-05 -0.00022170365221614084 -0.00021289354001845107 0.00019963880957036856 4.2523883845597418e-05
leaf_count=41369 88725 25796 24549 11079 18582 817 3512 4601 1357 3867 1368 19656 5930 1234 2577 3110 483 78 5237 10853 43974 1427 6609 1062 2705 7481 7014 9286 3685 3908
internal_value=0 -0.0116204 -0.00276008 -0.0725801 -0.017879 0.0265369 -0.0410159 -0.0660833 -0.0825375 0.0331089 0.0969832 -0.00377634 0.147396 -0.0894534 0.058074 -0.10337 0.172375 0.178965 -0.114412 -0.130125 -0.149112 0.0202296 0.00590781 0.0416902 0.12864 0.161339 -0.0960227 -0.0902764 0.0539012 0.188035
internal_count=361931 252841 220031 109090 174977 60219 114758 86342 79890 28416 6452 49486 10733 78533 6089 72444 5084 9916 69334 62670 54827 6664 7843 29830 11248 10186 32810 98011 45054 9838
shrinkage=0.00087056


Tree=2017
num_leaves=31
num_cat=0
split_feature=181 190 118 1454 21 1455 334 1466 1466 1456 1452 1464 1464 1449 1469 1466 1450 21 1462 1462 1458 1453 1458 1453 1452 1453 1458 1452 1454 1449
split_gain=22.4866 22.6768 22.2115 22.701 33.6089 52.6618 34.1012 33.3728 50.2245 43.1506 37.3136 31.834 69.8821 38.1133 36.8502 31.3562 30.7118 30.5713 39.3925 39.088 36.7935 41.3324 48.9118 35.8443 48.0854 43.0703 48.3353 48.6059 33.0881 32.9348
threshold=1.0000000180025095e-35 7.4496836152530284 1.1315434704044114 -0.2363894608792538 -1.0798509198017876 0.93792226267099765 3.3282589927146211 0.37829601484295772 0.41217482453263737 2.0994270724704638 1.2756511722692228 -0.45756588712085861 -0.40496521894048304 -0.48085314393774437 1.569158560977409 0.99096960220324093 0.83479547028963264 -1.2689586617576902 2.6555920454737483 0.60855133363586655 0.24391125146464598 1.3990727291183711 -0.51735096401482072 0.12628105476165655 -0.52432220502390359 -0.14756540052680775 0.35223464835709856 -0.45029730769835991 -0.82542789839051101 -0.46216742339022565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 10 16 -10 17 14 13 -13 -6 -7 -9 -1 19 20 21 -19 -23 25 -25 -22 -27 -28 -26 -21
right_child=-2 -3 -4 4 11 15 -8 8 9 -11 -12 12 -14 -15 -16 -17 -18 18 -20 29 23 22 -24 24 28 26 27 -29 -30 -31
leaf_value=-0.0028190966520523098 -0.00052569355126340172 0.041587867072817905 -0.00061269650206597108 0.00042166059023821076 -0.00017879714186952141 0.0061757385058709554 0.022043601682874021 0.0068569594985730745 0.00064057255455768477 -0.007253715075167492 -0.0033733412756373066 0.0039881904200216364 0.00044392484520519891 0.016418799622673969 -0.0038653713742085398 0.00032100193658902309 -0.010853655417437233 -0.00037634670274550638 0.0075899386106028635 -0.0041215502997612868 0.00096778530348244662 -0.0011942909115097574 0.0075430479041928376 -0.0076796933838170489 -0.0081161261153804495 0.010821780324099394 -0.0026912196327177253 0.0067921110495518435 0.0014257097940894822 -0.00083162251833460209
leaf_count=3449 75166 20 36660 7237 41694 1770 33 987 18685 493 2983 339 66546 177 1733 662 79 76956 347 2800 10601 618 764 670 302 479 636 621 1718 6706
internal_value=0 0.000265124 0.000158039 0.00725725 0.028641 0.156059 0.0513819 -0.0143074 0.069688 0.0426248 -0.0305173 0.0179699 0.0474729 0.791858 -0.0293387 0.419436 0.537736 -0.0240182 -0.0175395 -0.0203593 -0.00613461 -0.0268148 0.336064 0.0944867 -0.146621 0.143803 0.457407 0.215888 0.0214164 -0.161543
internal_count=361931 286765 286745 250085 120191 9702 7270 129894 20244 19178 109650 110489 67062 516 43427 2432 1066 106667 103218 102871 93365 78338 1382 15027 2690 12337 1736 1257 2020 9506
shrinkage=0.0108832


Tree=2018
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 727 678 533 382 678 689 332 583 712 1458 156 608 1049 639 550 965 1228 899 1452 133 464 54 126 665
split_gain=50.3839 44.0072 55.4911 52.4095 55.9077 56.937 47.1538 46.073 43.7931 40.8468 39.4809 38.3848 37.11 37.0847 33.2462 32.6475 34.028 32.3931 32.3279 32.3063 30.9434 30.8882 30.5715 30.4819 30.0729 29.9948 29.7762 29.5384 32.6091 29.3289
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 1.0000000180025095e-35 -0.55326332990463356 -0.63779424894106762 1.8992776531617575 0.41752742923255598 0.66665475971017707 1.2334500886949249 0.11942102837874842 0.29966714842153758 0.1463002810917281 0.9948761292206888 -0.071662091943406239 6.7057942035045022 2.7171092817986957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.85652824257920523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 13 7 10 -6 -3 8 15 18 -5 -10 24 20 -1 16 17 23 -8 21 -2 -15 -13 -4 26 -16 -9 -14 -29 -25
right_child=1 6 3 4 5 -7 9 12 11 -11 -12 22 27 19 25 -17 -18 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=-0.00014542981831639989 5.1741072765508169e-05 -5.4275978791560658e-05 -0.00021820746455836922 -0.00022917634207859298 0.00031864896943422727 -0.00056570809031129007 0.00028990124690294971 -0.00013789433626800333 5.1352050316188376e-05 1.2040903474646147e-05 7.6391211580192989e-05 -5.4639398095799472e-05 -1.6655694865222737e-05 7.2380536986662271e-05 8.7325967080278293e-05 0.00010164045719123483 -0.00025624250015685035 -1.6907482262921173e-05 -4.0790768530167146e-05 -0.00011936958747209728 0.00025992375723243454 -6.1560404884682219e-05 -0.00017260289993881346 -0.00013326911549778762 0.0014332808792301426 -0.00028609259509140703 -1.9257323304396183e-05 -6.4316714234024353e-05 0.00015685721782383741 9.491753480478291e-05
leaf_count=3225 16470 9447 23706 2881 3683 279 5171 22868 12047 5700 4547 67002 26642 16348 25512 2639 15112 10130 1200 11228 2851 12286 11695 15210 39 822 18417 3185 7962 3627
internal_value=0 -0.0330043 -0.0409194 -0.0570124 0.0851711 0.282488 0.0572062 -0.0652382 -0.0907775 0.138183 -0.0304457 -0.0598637 -0.0226509 0.019937 0.0600379 -0.144275 -0.1574 -0.128013 0.249453 -0.020877 0.0966154 0.016786 -0.0794862 -0.167642 -0.0768066 0.0834865 -0.0793803 0.0205007 0.106442 -0.0918279
internal_count=361931 332372 310854 251671 11390 3962 21518 240281 161168 12071 7428 90744 79113 59183 29559 70424 67785 52673 6371 39862 19321 28634 78697 42543 41324 26334 41285 37789 11147 18837
shrinkage=0.000905731


Tree=2019
num_leaves=31
num_cat=0
split_feature=785 263 728 926 1010 507 119 150 1470 921 933 497 878 727 43 876 539 1011 72 126 54 1030 848 764 494 1176 1321 879 865 973
split_gain=41.3341 37.1019 49.1785 53.2922 47.1399 47.0061 38.6511 36.4233 34.3567 33.9378 33.7801 44.142 32.749 32.6896 30.9331 30.7141 29.9115 29.5106 28.6239 27.0237 27.7733 26.765 26.6145 26.3518 25.81 25.7944 28.5012 25.5925 25.8737 25.4424
threshold=-0.86283290253235112 0.66115833724634121 -0.90320472132347296 1.0000000180025095e-35 3.0713252103476614 1.0941628986121894 1.0000000180025095e-35 -0.52571317712276111 -1.3072861918153278 0.62154522891879982 0.68806224955729689 1.7001250133015622 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.1117664249846109 -0.78513032087958678 1.0000000180025095e-35 -0.42445565733332025 0.99422031274767553 -0.0023128048514438936 -1.7715234119995087 -0.025851480463167625 2.3858497325480861 1.1154633439054562 -0.65854580630962423 0.34189790550582932 0.84874543308613937
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 5 4 6 9 8 -3 24 27 11 19 16 -1 18 -14 -5 22 -10 -9 -21 -15 -8 -20 -4 -18 -27 29 -29 -2
right_child=1 7 3 12 -6 -7 17 10 14 -11 -12 -13 15 21 -16 -17 25 -19 23 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-2.4698319955201473e-05 0.00014221707708039115 -5.0825507059520615e-05 0.00035541493915334973 -0.00022231255302275203 0.00026078784737882781 0.00016796003845236779 1.4257740954008596e-05 -1.6416391743158989e-05 -0.00020447533727411662 -0.0001460130331626584 -6.8394653933561526e-05 0.00021228118463630533 -3.2853752365447136e-05 0.0001257834625917393 -0.00021645877748437242 -0.0001702506586644923 -0.00010232291539483793 0.00027745023651318365 0.00091934576839390093 -1.37563185980624e-05 0.00016821789659454532 -0.0001972477243107845 -6.8569597208147613e-05 -4.9921999864591647e-05 -8.0553405646929444e-05 8.1106571781837595e-05 0.0014073495023961666 -5.9437070015632195e-05 9.6247403207047261e-05 -0.00014500799597735989
leaf_count=12551 8048 25045 1172 26361 1980 6453 45277 16393 8564 6715 7664 5989 32164 16011 11954 10563 16136 1210 147 4613 7396 997 25568 34298 935 243 98 19595 6235 1556
internal_value=0 -0.0315659 -0.0454423 -0.0618181 -0.0337914 0.0189637 -0.0398924 0.0118995 -0.0917133 -0.0109082 0.047874 0.0759928 -0.112966 0.0527972 -0.106003 -0.0705285 -0.171607 -0.00824688 -0.0785907 0.0408441 0.111464 0.11646 -0.0146577 -0.0509439 0.177334 -0.0982933 0.535498 0.0172665 -0.0232185 0.110931
internal_count=361931 332372 265272 216670 131105 48602 129125 67100 57070 42149 42055 34391 85565 29559 54963 42727 42838 72055 43009 28402 12009 17008 70845 34445 2107 16477 341 35434 25830 9604
shrinkage=0.000905731


Tree=2020
num_leaves=31
num_cat=0
split_feature=888 785 713 21 1454 1467 1466 1454 1466 1466 1450 1458 1465 1453 1449 599 1453 1456 1454 1459 1454 1463 1450 1450 1451 1453 1449 1454 1450 1148
split_gain=22.7328 23.5629 29.6462 25.3016 29.1504 35.9811 29.864 52.5216 35.6454 72.8593 37.5026 35.15 44.0881 37.1137 43.7103 34.9041 34.7958 34.6674 34.1274 33.5506 45.0376 38.0053 48.5858 50.1468 35.6795 33.3526 33.0871 34.534 33.0718 35.0416
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -0.70163543588998201 0.95531609900580594 4.808695702623436 0.27725162624946764 -0.74726004084035758 0.048793375953514358 0.041666216359983001 0.047327385624152674 -0.12052071717882297 -0.59934872050382859 -0.010278269864946675 1.8300156781960906 0.52593209993270462 0.090414289886247015 0.13944338355182523 -0.90309121467478037 -0.028369740785481889 0.67485211051868899 -0.043407658172389896 0.20285747808121529 -0.43080633702116927 1.4801875219656624 1.6424005247413633 0.17887655251925397 0.10128998396582999 0.23668915925375497 3.073785392405322
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 17 9 11 -10 12 -3 14 18 -9 -15 -8 -13 20 -20 24 23 -23 -21 28 27 -18 -14 -30
right_child=-2 3 -4 -5 -6 -7 7 15 10 -11 -12 13 25 16 -16 -17 26 -19 19 21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0017304560854381102 -0.00064660117767602538 -0.0019792677483925999 0.00084077986320827964 -0.0002136895333668582 -0.00095478845406210848 0.0068042034192534896 0.0053384875556713477 3.811537378302587e-05 -0.0033802126844036211 0.0076413666064147779 0.0014795040977781245 -0.0069835526952419184 0.0011774149583074541 0.0064925352639090489 0.0051303719878115373 0.002669360385780591 0.0011912974307700037 -0.0034163026888077348 0.00074294878684577669 -0.0038862184124655954 0.0098734658325767607 -0.0035000119204915141 -0.0034745211694317954 0.0067850768221168018 0.0046493700286653677 -0.010581110284795499 0.0039308103734857387 -0.0053694940446144986 -0.0016352983599812357 0.017805359217523554
leaf_count=2683 46198 9562 23889 212161 8818 387 2377 10862 3534 682 1246 551 11146 794 806 3769 3334 421 5434 3162 281 401 882 762 327 190 2107 620 4506 39
internal_value=0 -0.00207432 0.0591341 -0.00847522 0.0291172 0.0468196 0.0418617 0.123247 0.0104316 0.0315566 -0.189911 0.0181547 -0.0466487 0.090684 0.0118913 0.0700131 0.224162 0.426578 -0.0284436 -0.00292716 0.126763 -0.134074 0.103488 0.378616 -0.29719 0.0296265 0.1592 0.0285717 0.0417294 -0.134558
internal_count=361931 315733 26572 289161 77000 68182 67795 17429 50366 45586 4780 44904 25443 19461 12606 14631 6855 2798 11800 11249 5715 5534 2045 1163 3489 15881 6061 3954 15691 4545
shrinkage=0.0102555


Tree=2021
num_leaves=31
num_cat=0
split_feature=728 1100 800 791 714 519 519 666 1182 1049 138 513 369 813 620 15 993 981 941 1047 839 775 467 1107 1052 768 281 6 984 215
split_gain=42.5264 33.764 35.9679 34.4465 44.036 43.4771 42.657 35.9446 32.693 32.2845 32.1099 31.9743 31.6541 31.2348 35.397 32.8277 30.3719 35.232 33.1752 30.035 29.7393 28.5723 28.3166 27.3156 32.2273 27.2497 27.2493 28.8883 26.9394 26.7922
threshold=1.0000000180025095e-35 1.6293515030253838 -0.57812715656594349 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 0.65569131416984383 3.1569310267559065 0.073158326182919689 1.285893796353293 -1.2430830663240875 1.0454229551509682 1.106599526467509 0.44561103650162237 0.13102810056866962 1.7252490091840407 -0.89727091510114898 1.3135164002628257 1.9607587081991176 2.2054433403887272 2.778493016390716 2.0122105609356695 1.0000000180025095e-35 -0.3108573597279734 -0.35919742157262335 -0.11563839736555788 -1.1763491721892991 -0.63703759295199791 1.0036201228183603 1.4488263587503545
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 4 11 7 8 16 22 12 -8 20 -7 15 -15 -2 -6 18 -18 23 -4 -12 25 -19 -25 -5 -24 -28 -3 -1
right_child=13 28 3 6 5 9 10 -9 -10 -11 21 -13 -14 14 -16 -17 17 19 -20 -21 -22 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=3.4946211323865722e-05 -9.8200761855133642e-05 -4.9730568014577281e-05 5.2285197564585221e-05 0.00015767275004180195 3.7787624353056678e-05 0.00020143423015353697 -0.00025060293682356338 0.00022958291922640554 -7.0057674213995868e-05 -0.00016351253828204775 0.00017167673186371972 -0.00013648793809463124 -0.00030163469136667323 5.1662934230391087e-05 -0.00010960501190991952 0.00010708496957285975 -0.00012415398039437937 -0.00016457622896417471 9.8297872980845243e-05 0.00036909204764046672 0.00062965993327224938 -0.0011132212799152832 -0.00021573268517664684 -0.0001050802707378071 0.00018877065043157833 -4.5728393166616451e-05 0.00033038593712522008 8.6027516831472376e-05 -0.00023099596088349276 0.00020987640750636994
leaf_count=41369 77391 26207 24484 3154 8809 4601 817 1357 19656 1368 9838 3593 483 18447 9099 4153 56958 3587 2576 784 339 78 1062 2516 3303 15428 2705 7481 6603 3685
internal_value=0 -0.00883367 -0.000448197 -0.0149824 -0.0373428 -0.0624614 0.0279303 -0.0782312 -0.00155812 0.0938568 0.145559 0.0369387 0.167608 -0.0659902 -0.00150781 -0.0935615 -0.0850979 -0.10046 -0.12208 0.0160573 0.0659686 0.176811 0.0432069 -0.0197253 0.0663973 -0.00987751 0.130153 0.16237 -0.0889625 0.0539536
internal_count=361931 252841 220031 174977 114758 86342 60219 79890 49486 6452 10733 28416 5084 109090 27546 81544 78533 69724 59534 10190 24823 9916 29830 9406 5819 18582 11248 10186 32810 45054
shrinkage=0.000923845


Tree=2022
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 647 590 1016 1096 859 585 570 1421 747 746 913 845 1452 566 715 282 1396 905 520 990 1189 499 17 703 50
split_gain=53.5565 48.909 35.6225 36.0437 35.4313 34.4249 78.7255 34.3836 31.7495 27.4038 25.7448 25.5666 25.7657 25.3888 27.0457 25.0007 24.9227 27.0606 24.7619 25.9272 24.7072 25.9958 24.4945 24.4665 24.1614 26.3063 28.2585 27.3739 26.1234 24.0701
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 1.0000000180025095e-35 -0.48460852809644533 1.0107116206971127 6.1031850957970919 1.0000000180025095e-35 -1.0282579537198486 1.6673944371136227 1.434259801303694 2.2401583428922476 1.0000000180025095e-35 -0.94278280720258245 -0.22066983381662078 -0.90865795044230568 1.5103007336851382 1.0000000180025095e-35 1.7359785281339166 -0.35642098641739844 -0.43958414546207042 -0.53045670368146547 1.4829784501753427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 7 6 -3 13 10 -5 -1 12 -7 14 20 -9 17 22 -6 -20 -2 -22 -12 -16 25 -13 27 -27 -29 -26
right_child=1 5 3 9 18 11 -8 15 -10 -11 16 24 -14 -15 23 -17 -18 -19 19 -21 21 -23 -24 -25 29 26 -28 28 -30 -31
leaf_value=0.00016837926068953088 -0.00035976217657047191 -7.2796225521587488e-05 7.4865700293318023e-06 0.00042905643373251673 -1.3571504436609041e-05 -1.7996174974809779e-05 0.00045596586187116343 -0.00015583497047121157 -4.758523250690909e-05 0.00010583655052823226 -0.00026557816743459357 -0.00019287687264874886 -0.00025226781099206021 0.00054404252330989065 -7.0128944386395735e-05 -1.1140705484513985e-05 0.00037235590490239991 -0.00038658984197571865 -0.00010026624065207942 0.00016765717418913567 -4.6250908137228787e-05 -0.00019938543747632034 6.3484885483302625e-05 0.00024293097639308881 -9.8805630644366725e-05 -8.3949379066527806e-05 -0.00013590549180595327 -0.00010150103632374974 0.0014021850057218978 9.5801548840046435e-05
leaf_count=9701 5009 4821 34551 1153 96097 30285 1384 5981 8295 6442 932 24391 3085 169 6267 39942 726 629 1817 5087 11935 16934 9276 1053 31715 212 869 107 208 2858
internal_value=0 -0.0336247 -0.0173182 0.0390168 -0.0310137 -0.08228 0.0852252 -0.0685565 0.0622924 0.168827 0.105303 -0.0955615 -0.0403232 -0.130142 -0.136291 -0.0313149 0.0370045 0.0106885 -0.00560399 0.113576 -0.17651 -0.149831 0.0368394 -0.0162568 -0.127844 -0.192076 0.162371 0.61978 1.09854 -0.0862742
internal_count=361931 332372 232437 42146 190291 99935 6205 87290 29559 7595 21264 93730 33370 41367 41198 45923 11563 10837 103001 6904 33878 28869 10208 7320 60360 25787 1396 527 315 34573
shrinkage=0.000905731


Tree=2023
num_leaves=31
num_cat=0
split_feature=785 470 395 203 712 1436 264 1065 54 497 1393 854 927 719 854 1037 1309 401 577 1450 651 617 967 1371 665 585 971 1465 706 509
split_gain=49.3258 41.6558 43.6727 34.8389 33.0295 30.7908 29.817 35.7693 29.2519 30.5819 29.6868 28.2648 27.4856 29.1326 27.9694 27.1637 25.5138 25.3461 24.6273 25.2737 24.3846 24.1163 27.3616 23.8363 24.3992 23.5413 23.4764 24.7364 23.4589 27.8988
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 -0.63779424894106762 0.60428344764309971 0.38646845251715672 1.0518754624258557 1.0000000180025095e-35 0.22206513740888564 0.038298123100908202 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 0.6247898780741229 -0.60489981398538839 1.0000000180025095e-35 2.6445107718578433 -0.9250398530534788 4.2167433909250827 2.1643410232570424 0.48776982928048135 -0.20575281925485042 1.0000000180025095e-35 4.2005191890951297 1.0000000180025095e-35 -0.87707289916611197 -0.51923091368911811 -0.39668335817643774 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 15 16 8 10 -10 -8 -6 13 26 25 -2 -3 -14 -5 -20 -9 22 -17 24 28 -15 -13 -28 29 -4
right_child=1 6 23 18 11 -7 7 20 9 -11 -12 12 17 14 -16 21 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00015487362770799854 -0.0002481514801642945 -4.9382012733162305e-05 7.435235386775916e-05 -0.00046891329290303646 0.00028600879606383592 3.6730148819573197e-05 -4.352806766741458e-05 -7.926093319153446e-05 4.7550856800871243e-05 0.00024993008663499935 8.6436225580256322e-05 -0.00016379541401096147 0.00028399816091760448 0.00011880524189672105 -0.00032623484362798697 1.8883850198266788e-05 1.6260400836145753e-05 -0.00082865145582766329 -0.0001919188478890172 0.0013424112286035818 -0.00065816608278701093 -0.00022557001838419255 -0.0001448962065386092 -0.00013845600104240305 0.00065831050389965914 -0.00012827275260628195 -1.4170901802938228e-05 0.00018544063877635561 -5.1478322205098666e-05 -7.9277573696180832e-05
leaf_count=3225 11052 95123 17190 5218 2530 8422 15450 5804 6646 4845 13143 1330 2784 2868 1418 13590 35166 139 14898 47 306 8257 11644 10834 226 3060 3980 8225 46432 8079
internal_value=0 -0.0334313 -0.0648297 -0.11975 0.0586248 -0.0898729 -0.0119092 0.0320821 0.0552199 0.140488 0.0184397 0.0820087 0.0594373 0.0331873 -0.0691125 -0.122223 -0.0304415 0.258548 -0.246799 -0.188334 -0.110523 -0.088544 -0.053836 -0.0331096 -0.019589 -0.00967085 0.0944799 0.124984 -0.022034 0.0306842
internal_count=361931 332372 155889 73128 29559 52965 176483 46194 40084 11491 28593 26334 23804 20881 7346 44543 130289 2923 20163 14945 6110 33491 25234 82761 71927 5928 13535 12205 71701 25269
shrinkage=0.000961169


Tree=2024
num_leaves=31
num_cat=0
split_feature=728 659 813 1161 252 458 544 540 834 135 705 588 785 1356 485 997 376 1262 932 1060 635 627 544 583 1035 635 706 570 1452 1189
split_gain=23.9547 25.5651 22.8982 23.9757 23.0966 26.5721 25.0953 23.0257 23.7361 22.7126 24.5239 32.6978 31.4776 40.0193 26.294 26.09 32.1668 28.0602 24.9222 24.2337 23.5335 22.653 21.9683 27.1171 22.8054 21.8461 35.3054 29.0622 25.9873 25.2852
threshold=1.0000000180025095e-35 0.62821384419828064 2.1641256470006294 -0.92422161023524152 0.46192366645804389 1.9901706508881272 1.3187279471247144 1.0000000180025095e-35 -0.87443011073371346 -1.3946603837892411 0.59028473315215713 2.250834115212506 -0.86283290253235112 1.0000000180025095e-35 0.45070472514229032 1.8859961581257856 1.2189113891555967 -0.95477449129074443 -1.1533258067577827 1.0000000180025095e-35 -1.0400411975100645 -0.92144971466487513 1.3187279471247144 -0.55326332990463356 -0.83268003081899811 -0.31511122840566436 1.5464968338184579 -0.62967000509870463 2.3445682831865544 -1.4787868599182235
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 25 6 7 -6 -9 -1 14 12 -12 15 -11 -14 20 -18 -19 -20 -17 -5 -16 24 -24 26 -2 -27 -29 -28
right_child=2 -3 3 21 5 -7 -8 8 -10 10 11 -13 13 -15 22 16 17 18 19 -21 -22 -23 23 -25 -26 27 29 28 -30 -31
leaf_value=-0.00060580000904355712 -0.0015613957948886355 -0.00058415280612158019 -0.0020006829488989084 -0.0044628264296316025 -0.0022867476756117788 0.0025862971309957641 0.0027134096939558068 0.0036480460284532314 -0.0010178666945834698 -0.00031012236001912781 0.0019987389310070938 0.0024919504305016154 -0.00039332387621318258 0.0011878589561456451 0.00029758153429369359 -0.0060825001530536594 0.025799031718320049 0.024423966816086766 -0.0016924985275201716 0.0090965050393299867 0.0015203936997965773 0.0031605914620816029 -0.001128751582971459 0.00069944393577936654 0.006070530216263444 0.0015404482594500461 0.004666928060427602 -0.00015267223255913776 -0.005279754124785787 2.696455983886876e-05
leaf_count=31431 25123 41024 1099 299 18072 1138 1276 982 6351 72127 8080 4994 39947 19277 27151 443 51 52 294 281 2775 2840 371 3211 1332 9478 978 31521 813 9120
internal_value=0 0.00239822 -0.0408416 0.115747 -0.0493136 -0.109362 -0.126909 -0.14298 -0.03533 0.0122902 0.020825 0.0503429 0.0376286 0.0215077 -0.00173128 -0.0167721 0.159862 0.601876 0.471442 0.347153 0.0646502 0.210511 0.0494753 0.183401 0.394185 -0.0258242 -0.0761804 0.0110338 -0.0246826 0.049747
internal_count=361931 252841 109090 4238 104852 27819 26681 25405 7333 211817 180386 76194 71200 63120 104192 43843 3896 678 627 575 3218 3139 32065 4914 1703 77033 35221 41812 32334 10098
shrinkage=0.0117803


Tree=2025
num_leaves=31
num_cat=0
split_feature=815 878 1028 1306 1361 289 1436 1469 1470 60 288 838 418 1453 1176 223 850 284 619 694 1465 1469 1400 1175 785 760 459 651 1002 927
split_gain=23.3946 55.1723 42.255 31.1029 32.7404 32.9777 28.2176 28.5995 35.3021 25.5396 25.072 24.9445 26.1446 25.2369 24.3074 24.0738 28.7734 23.2425 25.594 25.3665 23.2299 35.3984 24.8277 22.8216 22.6492 22.8003 22.6551 22.5485 33.6774 35.7228
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 1.8788488985925911 1.0000000180025095e-35 2.4797778839382345 1.0000000180025095e-35 -1.0706168552173836 -0.30990328558115199 1.0000000180025095e-35 -0.48342141090593344 -0.78378992664579661 1.2360848206256796 0.97038406057440196 1.9204918383730256 -1.8500930693824447 -1.0000000180025095e-35 1.0000000180025095e-35 2.3990892948783942 2.0694473266637545 0.18254151478801925 0.18829243417506566 -0.77077240749098419 1.0000000180025095e-35 -0.86283290253235112 2.4762753723718167 3.1617175024345281 0.58396494997324677 0.69854289147193727 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 5 6 7 -4 10 -6 -9 17 27 -14 -1 16 -5 18 19 -2 21 22 -10 -24 -3 26 -26 -13 29 -29
right_child=11 24 3 15 9 -7 -8 8 20 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0024933114414541213 0.00037864261769848296 0.0012066701494810382 0.00037152720909193563 -0.01105549519474097 0.00080558969944028358 -0.0060994428782885088 9.7270341688888347e-05 -0.0032399884102490362 -0.0049793318504771939 -0.0026607967852243001 1.7319759060872149e-05 0.00019598122593612687 -0.0013664980728614749 0.0014172551636093171 0.0025086714934901403 -0.0036513051685802171 0.040653857314398516 0.00098879803601617825 -0.0032937742199927711 -0.0026538212684638551 -0.0051889133794770165 -0.0047072224952534889 -0.0022090510269148086 0.0015199397101936882 -5.3715117118757221e-05 -0.0025392330696555861 0.0029468302959700945 0.00022676045131960631 -0.0018282364726076399 -0.0019415077533084142
leaf_count=21036 19684 6687 4481 27 11660 934 12744 2586 1067 1523 8125 97505 13557 1764 924 3829 23 22365 959 1529 3102 3352 2767 2577 79719 2341 1048 22790 6929 4297
internal_value=0 -0.030355 -0.086172 -0.0581414 -0.0460279 -0.0853945 -0.0753279 -0.130272 -0.176735 0.0500169 -0.0649936 0.00754203 -0.00668211 -0.100409 -0.225116 -0.342544 1.99913 0.0525905 0.000455532 0.0175884 -0.286791 -0.219756 -0.0982412 -0.0187952 0.00493399 -0.00630048 -0.000507855 0.00274595 -0.0462024 -0.0115124
internal_count=361931 170552 80757 58797 54918 41735 40801 28057 23576 13183 10711 191379 146842 15321 21960 3879 50 44537 22172 21213 12865 9763 6411 5344 89795 83108 80767 131521 34016 27087
shrinkage=0.00985725


Tree=2026
num_leaves=31
num_cat=0
split_feature=685 701 970 519 927 583 727 77 382 1040 940 1458 62 1424 1454 1464 54 1449 1437 889 1468 1470 1470 1193 1464 1455 1458 1455 349 221
split_gain=22.7262 29.3672 28.995 28.2955 42.3976 39.575 36.8259 27.8416 27.4031 26.4782 29.2573 27.7172 31.3874 27.5641 39.6667 37.4355 30.2701 30.229 28.6054 31.4053 26.9769 72.4788 26.5066 26.3061 26.0772 26.6498 35.4154 26.064 26.722 27.7151
threshold=0.58104764358843186 0.84289592610859465 -0.12692020584550914 2.1420547332082829 1.0483613175537825 -0.55326332990463356 1.0000000180025095e-35 2.9099064166536119 1.0000000180025095e-35 -1.1794202161759346 2.3907917078320593 1.8460070869938618 -1.2811150420666217 1.0000000180025095e-35 0.46457600248903658 -0.15205433594669945 2.8571107612274447 1.0869982917406198 1.0000000180025095e-35 1.3149075955530187 1.0056208477415762 0.360274951809401 1.0659332135323951 -0.66602077423464479 -0.10146673164146425 1.7778406063357999 -0.30532924199584149 1.2831308907880747 1.3604454572442528 -0.59365676029840875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 9 5 -5 -7 -2 -8 -1 11 12 -11 16 17 20 18 -15 19 -14 -16 -22 23 -20 -17 -26 -27 28 -24 -30
right_child=1 -3 -4 4 -6 6 8 -9 -10 10 -12 -13 13 14 15 24 -18 -19 22 -21 21 -23 27 -25 25 26 -28 -29 29 -31
leaf_value=-0.00094343265542374492 9.9295959997788488e-05 -0.0021845911696552873 -0.0011071950282851343 -0.00035195798047071467 -0.001558990903810327 0.00034245432803427087 0.0040518321376148787 0.0083290742871310938 0.0014284886540699916 -0.00061118987893576688 -0.0017540995271409625 0.0010634404062634371 -0.00073306209139998527 0.00045093760012610007 -0.0023596518014998343 0.0068529752525310454 -0.0024112054747081092 0.0021939192324276591 0.0016530969733469588 0.0014529383164229226 -0.0012034380679343424 0.012951615680167441 -0.0015309478152711207 0.00020444820008664301 -0.00042213102528806696 0.0068841968891811779 0.00018311525662504239 0.0068433565877746407 -0.0066625699684471039 0.0067999083377734493
leaf_count=22649 26718 7097 20950 5444 3022 4686 3858 195 3424 52239 7721 11315 42085 74742 6610 257 3315 5216 8127 4207 1060 176 7240 29055 8283 516 998 210 139 377
internal_value=0 -0.0557498 -0.0341542 -0.000810136 0.0740371 0.11439 0.181868 0.0175168 0.273294 -0.00729965 -0.00146762 0.00197256 -0.0035706 0.00844751 0.0341742 -0.0576851 -0.0194671 0.0557934 -0.0118418 -0.0528927 -0.172454 0.115252 0.0273507 0.0517893 0.0280324 0.00933333 0.258691 -0.0918947 -0.114086 0.391044
internal_count=361931 54960 47863 306971 20434 17412 11968 26913 7282 286537 263888 256167 244852 192613 97858 17900 94755 79958 91440 46292 7846 1236 45148 37182 10054 9797 1514 7966 7756 516
shrinkage=0.0102555


Tree=2027
num_leaves=31
num_cat=0
split_feature=50 56 335 143 202 462 341 184 831 71 225 215 973 283 846 1437 761 1470 1400 140 821 1155 621 1191 239 775 293 698 472 1257
split_gain=22.742 38.7885 27.1781 23.8371 23.4376 24.9094 24.8512 26.4028 23.5232 23.4738 25.3094 24.0356 23.2255 22.9754 25.0803 22.5967 21.7768 21.8702 21.8801 21.6444 31.2679 29.3954 26.6649 24.9827 22.5892 22.0592 24.7735 25.9552 21.6195 21.1691
threshold=1.0000000180025095e-35 0.58160213896575708 1.8693870961107655 -0.72319605263816955 0.56345046278266753 1.9321621796069277 1.3462168560862613 4.1337921110186775 1.916274717810428 -0.25939158075128166 0.43361559371377273 2.1555909087146916 1.8393366242010354 -0.58110303159459453 0.25894010455257555 3.5253024523165304 2.4965882241780535 2.5482097856432659 2.7182092374738818 -1.4366206554377183 0.19670793911776327 1.9915902790665707 -0.37898160952851428 -0.93175966142138666 2.6808381144923019 0.024805909429344897 -1.4483498723868022 -0.57608947919282716 3.3023598640681366 2.2565813599377935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 16 28 10 11 19 13 -5 15 -15 17 -1 -19 21 24 23 -23 -6 -21 26 27 -22 -7 -28
right_child=-2 3 -4 12 9 8 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 25 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-8.7898945666996334e-05 7.5202359824352052e-05 -0.00082091727675152599 -0.0021912011406497083 -0.00013218040312570759 0.014740748877431799 -0.0024878808705692539 -0.0012168966520695588 -0.011873994703545204 0.0058508906536257231 -0.0027378657274666732 -0.0033266261201964345 0.019593345134049783 -0.0025194951029251845 0.0015975890338500661 -0.00032418592072579406 -0.0056974208090599544 0.0024672479620076416 -0.004105075948180742 0.018790528339170078 -0.0030819437420624364 0.00066000768475360841 0.044015316088085829 0.00053091612094284524 0.0011235411076656197 0.013486422535169948 -0.0011974859806431039 0.0018040223462747155 0.032576815825467217 0.023337091792334751 0.015030714525221827
leaf_count=75681 197382 8016 7677 10180 112 5228 18811 216 177 6356 2259 35 1281 13790 4658 166 1597 1072 24 3071 33 23 22 871 66 1508 1500 42 26 51
internal_value=0 -0.0297467 -0.0540055 0.0288939 -0.045848 -0.0335342 -0.0249068 -0.00922263 -0.208976 -0.149191 -0.0599343 0.0156786 0.0551364 0.0664768 0.112269 0.155446 -0.007628 -0.013736 -0.369378 0.00283223 -0.0569257 0.394773 2.67296 0.289233 -0.280549 0.117448 0.320303 1.89285 -0.246422 0.25595
internal_count=361931 164549 126458 38091 118781 102832 97401 78590 5431 15949 9593 7334 30075 28794 18614 13956 78374 76777 1096 7299 6271 1028 45 983 3137 3134 1626 75 5254 1551
shrinkage=0.00966397


Tree=2028
num_leaves=31
num_cat=0
split_feature=1431 146 846 221 117 254 585 633 567 705 445 649 981 1061 698 200 945 1052 967 675 1303 760 1326 1373 453 823 1050 1118 208 830
split_gain=22.2765 23.6255 23.6189 33.9134 28.9827 27.267 25.6469 32.5444 32.5606 25.7629 25.3953 23.904 22.7558 28.9344 22.6726 22.625 22.5546 26.5471 25.0365 24.467 22.683 22.3112 23.0173 22.2754 21.8489 22.5145 21.6082 28.0399 26.2966 21.9546
threshold=1.0099929608726099 2.0556245044164494 -0.35975990809977476 1.6371435877986644 1.8421106730875214 2.3914426075998607 0.59573659850611882 2.0602254807584486 0.98191358321475442 0.28191752204954684 -0.98875111453437525 0.85789485202400184 1.7060327193526743 -0.87357009987099121 -2.0912857122508268 0.54528507942352966 1.0000000180025095e-35 3.2265450694491338 2.7427154674634653 2.1576879949891059 1.0000000180025095e-35 0.58998613829315238 0.61610301678935675 0.25202004360908004 -0.71984360562929195 2.7559558503392179 2.1070440578442247 -0.62592140894005455 -1.0754725019039069 -1.0783145802062581
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 6 12 21 9 -9 -10 -1 26 -14 -13 -3 18 19 20 -18 -2 24 -23 -21 25 -8 -4 28 -28 -29
right_child=16 15 3 -5 -6 -7 7 8 10 -11 -12 14 13 -15 -16 -17 17 -19 -20 23 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=8.8250574840653556e-05 0.00017192977433067106 0.0016968081422768977 -0.00066629432309769682 0.00094067933393813218 -0.0018144679227352092 0.0015348433132957298 0.00193218875253145 0.0026460986801976143 -0.0047676595229626355 -0.0062332063389734429 0.005992930498818768 -0.0070021012280532639 0.0047671401960936296 0.00020826604313884498 0.0013373836429479843 -0.00041166378624026196 -0.0017324872193387002 0.023776294291869487 -0.0054268456540797049 -0.0034134627301355301 -0.0013016675373625447 -0.00049382632262066082 -0.0042916297779534585 0.010176869037919046 -5.2580678367386666e-05 -0.0058395883953599008 -0.017034284724384452 0.0067292414791330071 0.0056230340750529845 -0.0012769758489087793
leaf_count=118749 28857 7682 100778 11286 8409 4254 5108 453 122 324 1135 212 794 5761 11619 3693 14662 27 836 109 10591 4354 1331 169 17668 315 39 243 904 1447
internal_value=0 -0.00015144 -0.00441799 -0.0231771 -0.0330218 -0.0256561 -0.0315976 0.0259947 0.28741 -0.095322 0.480361 0.0181608 -0.0489012 0.0787516 0.115302 0.0948842 -0.0547441 -0.143023 -0.0249469 -0.148102 -0.0170384 0.00505685 -0.132382 0.498705 0.0345461 0.156362 -0.0579091 0.144101 0.466602 -0.0248027
internal_count=361931 306680 295305 164725 153439 145030 140776 30810 2034 777 1257 130580 109966 6555 11831 11375 55251 14967 40284 14940 39448 28776 5685 278 23091 5423 103411 2633 943 1690
shrinkage=0.0104606


Tree=2029
num_leaves=31
num_cat=0
split_feature=1426 216 49 1461 51 1120 543 1090 1359 651 1465 1465 1161 1451 1452 1465 1460 1450 1450 1458 1465 1459 1465 1464 1449 1464 1467 1458 1454 1453
split_gain=21.7492 29.0157 34.228 30.2675 25.1801 23.9395 22.3806 23.4933 23.056 27.0574 24.6278 32.8704 32.857 30.1253 44.335 45.7974 38.4685 33.5215 31.7052 31.654 36.4642 48.1348 35.7608 33.2657 40.5864 31.8806 31.4208 36.8595 29.4529 29.3898
threshold=1.0000000180025095e-35 -0.80229350577587755 1.0000000180025095e-35 1.5692664354072514 1.0000000180025095e-35 -0.03208263931330245 3.5790413131208703 1.0000000180025095e-35 1.8113258030550952 1.1107569744011787 0.37973282798721492 0.29401783374750207 2.9844196626450645 -0.46515414779715875 0.039474337618497217 0.64834865125365748 0.69190404625496948 4.9048084466922406 -0.30577066801761243 0.40777385144286077 0.66861085197629533 0.73871680408646412 0.42261052687510853 -0.20402463325828898 -0.60645872206246954 -0.31497481326640125 -0.12062852467941906 0.63120342562971821 1.0000000180025095e-35 0.95496318747388242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 -2 8 -8 10 -10 11 -1 13 14 17 28 18 29 -17 22 21 -21 -15 24 25 -24 -22 -28 -16 -12
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 12 -13 -14 19 15 16 -18 -19 -20 20 26 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=5.3288095483960137e-05 0.0014103783828776546 -0.00010605787111901445 -0.0010509905247525406 0.0010784079319051364 -0.00053925345859041343 -0.00014529869011140807 -0.00020070358162281796 -0.0052379522477482617 -0.00042502614077166993 -0.003309998720224579 -0.0016243791205769538 -0.0015788292294351986 -0.0039828446078620126 0.0045351880750272664 -0.00088167717103919917 -0.0030536732390629047 0.0030714729546979162 0.008653176404914394 0.00050499228278643479 -0.0041743647740914219 0.0019225234145862859 0.0022397447984968334 0.0033760679239110331 0.00043813506583704196 0.0012039558105817092 0.010105152613568216 -0.0051240099509300054 0.00026984131863458757 0.0059305710855552737 0.001662898951787198
leaf_count=159552 10521 56146 47055 3252 11168 7299 1278 1053 11403 1599 8313 5283 616 1269 297 1535 1293 111 3006 1609 3589 588 2162 10489 5778 291 630 2592 954 1200
internal_value=0 -0.0318417 -0.0508543 -0.100253 0.0349911 0.0871854 0.00619683 -0.265564 0.00806921 -0.0906209 0.0134173 0.000162129 0.0582555 0.0651458 -0.0104814 0.116275 0.0337994 -0.114386 -0.0663935 0.107853 0.00130354 -0.250278 0.15769 0.132553 0.237711 0.473003 0.0776005 -0.0789032 0.48247 -0.131108
internal_count=361931 135441 106453 50307 28988 17820 226490 2331 224159 13002 211157 164835 46322 45706 16709 7085 5834 9624 4541 28997 9008 2197 19989 18720 8231 2453 6811 3222 1251 9513
shrinkage=0.00892802


Tree=2030
num_leaves=31
num_cat=0
split_feature=785 519 728 872 588 869 660 126 575 583 728 566 714 639 965 906 21 550 1450 138 545 1356 927 133 911 635 667 144 332 1089
split_gain=55.3019 39.0376 55.215 54.8297 46.0246 45.408 40.3322 40.3856 38.2642 36.9029 34.8637 32.5079 32.3083 31.8131 31.2497 30.2905 30.9385 30.1959 29.1464 30.0091 28.8236 29.6209 28.7415 28.6197 29.1512 28.6152 28.2182 33.3586 26.7473 26.6212
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 3.0757328524286596 0.71188872395471614 1.0000000180025095e-35 -0.72421686037558375 0.70880289725806289 1.0000000180025095e-35 -0.55326332990463356 -0.49008176997875957 2.1710320005650359 -0.62741635080033265 0.11942102837874842 0.1463002810917281 -0.12598777323505009 -1.6471741456694959 0.29966714842153758 -0.68105566923231198 -0.44390300095582519 -1.0372938969678034 1.0000000180025095e-35 1.0483613175537825 2.7171092817986957 -0.88177944220274473 -0.73395965499931781 1.0000000180025095e-35 1.2876145863397357 1.0000000180025095e-35 0.44837531086292992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 9 5 8 6 20 15 25 17 -1 26 -6 14 -11 -8 -17 -2 -9 -20 -4 -22 -14 24 -12 -3 27 -7 -21 -10
right_child=1 4 3 -5 12 11 7 18 29 13 23 -13 22 -15 -16 16 -18 -19 19 28 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014648190426570174 5.6367324465106724e-05 -0.00035579162695427256 -0.0001156167577561726 0.00022090659501187109 -0.00017862151839976139 -5.8227708487420048e-05 -4.4982734723485066e-05 -0.00011797001135643448 3.1980082612366901e-05 7.817205380599156e-05 -8.7984221677895499e-05 0.00011822587236698224 0.00037016847866556631 -0.00012475533774872533 -6.4900355625899462e-05 0.0002911149176468393 -0.00013512737675508795 0.0002747825343284651 -9.3274801843668017e-05 1.2849128431431494e-05 1.92718578723071e-07 0.00013276989274188018 -0.00013037658908961761 -0.0002895185873424865 0.0001247922107574253 -4.3354452827535159e-05 -0.00017340927617970638 -0.00026373194158244164 0.00018888389479989026 0.00029086361918614434
leaf_count=3396 16470 1645 7973 2933 676 41643 50446 6101 7789 16348 3067 2798 3215 11228 12286 1069 44442 2851 5034 9304 23199 10266 507 818 22278 5794 35115 5086 6262 1892
internal_value=0 -0.0321601 -0.0396206 -0.0556924 0.0529121 -0.0599866 -0.0390201 -0.0610135 0.00329347 0.0211331 0.065364 -0.109145 0.239957 -0.0196103 0.017784 -0.0847924 -0.131332 0.097697 0.0143477 0.0536818 0.0203582 0.0449092 0.312936 0.0902953 0.102982 -0.11067 -0.119776 -0.0828302 0.101084 0.0889601
internal_count=361931 332372 310854 251671 21518 248738 164096 122658 17120 59183 29559 84642 4398 39862 28634 95957 45511 19321 26701 20600 41438 33465 3722 26163 25345 7439 81844 46729 15566 9681
shrinkage=0.000961169


Tree=2031
num_leaves=31
num_cat=0
split_feature=1371 842 210 494 785 1465 1452 1469 713 519 930 588 921 783 575 791 746 809 289 854 797 797 1243 965 414 1035 651 706 1452 1470
split_gain=21.7512 28.9703 26.6191 24.7806 22.3933 26.4933 29.4231 25.8959 24.7038 52.9143 44.5406 41.7886 35.8117 77.5662 33.3692 31.0541 43.4593 46.8968 34.6922 34.5623 119.535 33.3376 32.8956 32.2212 35.9953 30.1766 29.1 28.1274 28.0278 37.9941
threshold=3.4357416210103824 2.3752998519744484 0.99192413254723921 0.85496262105295562 -0.86283290253235112 -0.41120921193798426 0.4926003403048807 -0.83850545498565088 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.71188872395471614 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 -0.87473648844905705 0.63961785378869596 0.63961785378869596 0.1517318052922412 1.0000000180025095e-35 0.83391724092890185 -0.34755022397939389 1.1107569744011787 0.03945264047130545 0.039474337618497217 1.3024667090820021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 -1 -8 10 12 28 14 15 -14 -11 19 17 18 -17 20 -10 22 -21 24 -23 -24 -15 -20 -6 -30
right_child=1 -3 3 -5 8 -7 7 -9 9 11 -12 -13 13 26 -16 16 -18 -19 27 21 -22 23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00025314564847284717 -0.0037473323698628347 0.011571685218633462 -0.00054795795658560951 0.012764637708118549 0.00047070306969685294 0.0011540717834188519 0.00055091712338359755 -0.0049391969717688987 -0.001369199324201765 -0.00094491414686641154 -0.00027237938852663155 0.0031605606192044865 -0.00022587139604296743 0.0031459916388549428 0.0013459322422551751 -0.0039127950808883066 0.0014037190516367583 0.00031494642087044795 0.000212645227959543 -0.00027561980813080154 0.003963079617067951 -0.00025616440415800239 -0.0025250391099024662 -0.0024615878111907551 -0.0030910593599092814 -0.00070574400384362747 -0.0025171164691598449 -0.0018716015659315593 0.0017404909267767458 0.0078630146166027218
leaf_count=9334 3899 116 492 137 16596 17837 750 1386 7251 5896 32643 3632 27750 6123 8179 5738 10178 29477 10132 70807 3640 15717 11794 15782 4072 19909 551 12759 8740 614
internal_value=0 -0.200282 -0.240767 0.252318 -0.00508595 0.0518175 -0.0293176 -0.259731 -0.0110265 -0.020974 0.0303759 0.0879281 -0.0310208 0.0363385 0.0359416 -0.0430279 0.000239028 -0.0296814 -0.116517 -0.0621271 0.0576188 -0.0731981 -0.0514445 -0.137415 -0.0741424 -0.120778 0.24061 -0.0770729 0.100181 0.194996
internal_count=361931 4644 4528 629 357287 29307 11470 2136 327980 269387 58593 17707 251680 34424 14075 217256 68284 58106 28629 148972 10891 138081 102510 35571 19789 31703 6674 22891 25950 9354
shrinkage=0.0111009


Tree=2032
num_leaves=31
num_cat=0
split_feature=733 785 125 713 930 507 1148 866 920 789 651 1049 926 1256 650 727 464 1368 1318 1016 1389 839 842 840 1035 580 1470 470 150 333
split_gain=47.143 45.1983 36.0358 39.9829 57.0791 41.8743 41.091 39.6864 106.284 36.1345 35.027 34.5059 34.1744 33.5908 32.8031 31.1638 30.1622 30.9167 29.6837 29.4833 28.8502 27.5423 27.0471 27.4877 28.1977 26.9079 26.4607 28.007 35.856 32.396
threshold=1.0000000180025095e-35 -0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.0000000180025095e-35 1.0941628986121894 1.9644670326249816 0.5880156106821478 -0.32170327698043522 1.1248358748350926 1.1107569744011787 -1.2475406966817169 1.0000000180025095e-35 2.0533739953076 2.1314615550283826 1.0000000180025095e-35 1.0000000180025095e-35 1.4015214112945762 0.37875207909544656 1.0000000180025095e-35 -0.87847840803461608 2.4231395658259918 3.1048954322592532 2.7490347410749516 -0.34755022397939389 1.0000000180025095e-35 -1.3664195657027294 0.66595742291584703 -0.047255830474676276 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 5 7 14 11 12 -9 26 -10 -6 -5 16 18 -1 22 -18 21 -14 -19 -3 23 24 -13 -26 -4 -28 -29 -30
right_child=-2 2 9 4 6 -7 -8 8 10 -11 -12 13 19 -15 -16 -17 17 20 -20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-9.1585951183502322e-06 -7.9162225857466598e-05 1.1272263809305943e-05 -0.00068166753980232193 -0.00024257112774332226 -0.00021313845576051972 0.00019501169122764493 0.00014335213788085093 0.00037169707881904573 -0.00017418050802042558 -9.6249593068997903e-05 0.00021917651478189879 -0.00018569075959431574 -0.00017262941188478709 0.00016923460386908347 0.00029918991154343183 0.00013539534694443904 -1.6824685171750696e-05 -0.00019557606211596844 -0.00012480080544687965 -5.1647735446324089e-05 0.00021715907209085274 0.00049978813391063077 0.0006843084893386692 0.00038335104716208786 -0.00012302433501373399 2.8474998517936004e-05 -2.0431031906992305e-05 2.1041210176842439e-05 2.8621728210904747e-05 0.00022274562525313892
leaf_count=10471 71767 19909 203 10929 6160 4860 5870 2506 8017 8763 1093 12734 22141 3583 1489 14288 42666 752 9229 23930 3816 457 191 584 13571 11314 18180 18959 5268 8231
internal_value=0 -0.0127274 -0.0217952 -0.0375864 -0.0534251 0.028775 -0.0203337 -0.109592 0.0155398 0.0224038 -0.119767 -0.0326632 -0.137449 -0.0227767 -0.00328916 0.0747471 -0.0324503 0.00170009 -0.0197508 -0.106859 0.159379 0.0248304 -0.086384 -0.0916267 -0.100369 -0.0533273 0.0437517 0.0467247 0.0821503 0.160871
internal_count=361931 290164 265405 205801 169857 35944 101241 68616 11616 59604 9110 95371 57000 89211 31084 24759 85628 47234 29595 46071 4568 20366 38394 38203 37619 24885 50841 50638 32458 13499
shrinkage=0.000942322


Tree=2033
num_leaves=31
num_cat=0
split_feature=21 1451 50 332 533 140 62 148 885 1150 567 616 725 1454 1023 893 671 619 760 1252 1318 453 1113 280 555 1166 72 532 1454 212
split_gain=21.6366 32.6901 23.0752 40.1995 36.499 30.8208 27.9203 27.2467 25.0782 24.0478 24.0136 23.2956 28.1768 22.7017 22.7008 22.5353 25.2812 27.7582 22.4183 27.3656 21.4554 20.9278 20.9077 24.4909 22.1201 25.906 20.6538 20.6422 20.5421 28.9676
threshold=-2.7818205974049124 0.29201411858153481 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.43962559229457338 -0.67845511463764618 1.5913839590871131 3.5474713574483379 1.0000000180025095e-35 1.9608858936429996 1.43551010981503 -1.7381742991555973 -0.98478334500156417 7.4366709976304533 1.6744786423712141 0.66766422009387627 2.3990892948783942 0.40979184154173526 3.7630303067895454 1.8144478066757597 2.3178925073180721 2.1275675754313657 3.6028753096309161 -0.43245371662481813 -0.64460186713261591 -0.31115850793918615 2.5111138481842983 -0.91909735138557946 -0.83902142457687512
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 27 9 8 10 26 15 -6 -13 -4 18 16 -8 20 -7 -20 -18 -9 28 24 -24 -26 -5 -2 29 -15
right_child=2 -3 13 6 11 14 7 21 -10 -11 -12 12 -14 22 -16 -17 17 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0078515679964332973 -0.0016535901946357638 0.0045560326408546062 -0.0028136482533463857 -0.00072322441394876205 4.5078417805990669e-05 -0.0003459554499549006 0.00032570625168199376 0.0013918905001196215 -0.0036925778265970376 -0.001124180350391303 0.0015827254838121155 0.0077430374812172712 -0.0020470631192618465 -0.0031792312502351371 0.011830712446118814 -0.0010554210811952916 -0.00069395060077240441 -0.0041316574073252312 -0.0017837585793020606 0.027825961584052619 0.003859151416755927 0.0075806713010091861 -0.0038902421228952716 0.01992902621369072 -0.0018980222644398514 0.0029947716490785546 0.00049594792691123304 -0.0068341430826639269 0.00027614503011374038 0.0035747276471812012
leaf_count=132 26112 807 1290 13315 46973 37565 70656 5051 665 19364 4556 113 5617 403 44 9254 7824 933 11763 24 481 255 1394 21 1598 674 15187 1220 77037 1603
internal_value=0 0.324893 -0.00774147 -0.018985 -0.0544499 -0.0971839 0.00424466 0.0234662 0.0149477 -0.0450219 0.018094 -0.0102232 -0.175104 0.0230745 -0.061463 0.00981789 0.0198636 -0.0852437 -0.0639917 -0.178096 -0.0451396 0.174277 0.0271325 -0.141987 -0.157819 -0.0281064 -0.00426492 -0.185033 0.0341662 0.251877
internal_count=361931 939 360992 276972 129431 76728 147541 99675 94369 47866 93704 52703 5730 84020 49396 89148 79894 9238 49352 11787 8305 5306 82730 3687 3666 2272 28502 27332 79043 2006
shrinkage=0.00966397


Tree=2034
num_leaves=31
num_cat=0
split_feature=1430 1160 1438 1469 1456 560 977 1116 967 1317 81 881 14 561 1393 134 1092 296 1464 1465 567 1450 841 1457 564 789 444 381 513 565
split_gain=21.3648 44.1217 25.451 26.7677 30.1321 26.6943 28.4501 25.8295 32.8289 23.2178 28.1027 24.9597 23.1517 23.324 22.6525 23.3703 25.5099 27.3249 26.1 32.2515 23.9497 25.3681 24.904 23.9405 25.2991 22.4774 23.3707 24.9448 25.0681 23.6732
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.73556760293882195 -1.3263328046252252 3.742879312526544 2.9589892494497048 -0.17239298373619558 -1.1007122177219468 -0.8040494344642698 -0.86881244767357901 -0.10724495489774367 1.0000000180025095e-35 -0.47745552728456403 -0.14162861776958305 1.5363520460963069 1.6445699455742113 1.6584701688122452 -0.16183757567379689 2.0300025928984748 -0.42261094208562427 -0.92400835447888208 1.2758925700186299 -1.0805168710436337 0.84085476869502551 2.9440473919518393 1.1248358748350926 1.0617732612454149 1.0000000180025095e-35 1.0454229551509682 -0.49528417161929766
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 14 12 -7 -1 -9 11 -11 -10 -4 -14 15 16 17 20 19 -18 23 -22 -23 24 -5 -2 27 28 29 -27
right_child=25 -3 5 4 -6 6 -8 8 9 10 -12 -13 13 -15 -16 -17 18 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0071893047550625824 0.00018798651169116403 4.7501534372889191e-05 -0.0033198772242339345 -0.0014573807760616354 0.0037500619174629084 -0.0012052854643895066 0.033662188820273789 0.0087965057227908702 0.00032421061482094894 0.0047201307230217695 -0.0020827202696527308 -0.015970726912647389 0.00011625022466223858 -0.0025046717269320735 -0.0030617104451783447 -0.0026777687379807092 -9.7059032116181066e-06 -0.0010997743014007947 0.0059426740738592696 -0.0044208765329284737 0.00044442427532666513 -0.0055156288853901447 0.005008848861942662 -0.0087347927737658985 0.017924604933091275 0.0024712013411998133 -0.0025407440456549973 -0.0015495631393975258 -0.0022048058599336297 1.7981888553301073e-05
leaf_count=176 174487 86293 7304 2921 1019 37 22 342 132 810 479 90 5791 5771 3609 7302 1870 17944 219 2866 16996 241 1325 498 49 3651 3250 6487 1917 8033
internal_value=0 -0.027744 -0.0775344 -0.0510051 -0.0649966 -0.166199 1.37815 0.178715 0.243082 0.112277 0.210719 -0.541773 -0.173136 -0.102386 -0.0743685 -0.0601061 -0.0426 -0.0183669 -0.203026 -0.243488 0.0396025 0.0708877 0.357275 -0.188829 -0.0922043 0.00858359 -0.0574704 -0.0283014 0.0276873 0.0692419
internal_count=361931 164106 77813 58888 56859 18925 59 2029 1853 1511 1289 222 18866 11562 55840 52231 44929 39974 4955 4736 22030 18562 1566 3468 2970 197825 23338 20088 13601 11684
shrinkage=0.0108832


Tree=2035
num_leaves=31
num_cat=0
split_feature=728 659 689 565 694 797 854 718 470 1427 974 487 768 5 421 1320 754 796 1042 631 151 1268 843 805 1116 560 1104 76 1326 209
split_gain=21.2669 23.7145 22.3403 28.2243 29.1907 24.4812 41.734 26.6354 29.7454 24.7819 23.5072 22.9687 22.5671 22.391 22.1568 22.4425 21.9952 23.7231 29.8574 22.1615 21.855 21.8292 28.7662 21.7734 21.6925 21.5855 25.5979 24.3817 21.1635 22.9567
threshold=1.0000000180025095e-35 0.62821384419828064 1.1511195098725142 -0.48628576117259498 0.67999168113419184 0.63961785378869596 -0.87473648844905705 1.0159173274103563 1.6515521334121408 0.48575677691355118 2.4150369241825209 1.5847875818398245 -0.46716914340629107 2.9654533874278246 -0.31895114846951217 -0.54789760365147966 1.0169924831321562 -0.75739456769098112 0.89338016980677748 -1.2887102165821365 2.2367420137660932 -0.38299609385059868 1.3432257833730323 1.4663648571955066 2.594513174041484 0.7473649240521697 -0.57019889098648557 2.834118722205762 1.1504935372443621 -1.2762552153210434
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 16 9 -7 8 -8 11 -4 -1 -12 28 15 -15 17 18 -5 -19 23 24 -23 -2 -21 26 -6 -27 -13 -30
right_child=20 -3 3 4 25 6 7 -9 -10 -11 12 13 -14 14 -16 -17 -18 19 -20 21 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00026348594063213044 -0.00021177462979455426 -0.00045108656821319764 -0.001572746648758326 0.0034533666437630527 -0.0031868394647135449 0.0022049497118625727 -0.001278426800032913 0.00075571734924796848 0.002348702209929881 0.00084207657910585028 0.010776342351397581 -0.0016873507691815585 -0.0018681087567034569 0.00043959430109032815 -0.0049221432454318211 0.019878262543769624 -0.0024149043886139069 -0.0075639013913213664 -0.002304189201861595 0.0015750412012692173 -0.0026273654273448895 -0.001239960489935029 0.0026161219654068459 -0.0016621702421710295 -0.0085921810532242158 -0.0036283457614916938 0.0006781625321053877 0.012816220290676099 -0.010616981860353439 0.0032035503479574778
leaf_count=105415 96945 41024 11180 2307 1275 2342 18954 5052 924 36982 125 7572 137 53 78 59 1397 167 593 5082 2628 5026 963 9517 104 1987 3117 34 101 791
internal_value=0 0.00439358 0.0139351 -0.0403972 0.00350259 0.0238113 -0.0386587 -0.0685327 -0.106905 0.0349352 -0.140795 0.0185227 0.502455 -0.105478 0.686076 1.22244 0.0528866 0.0756284 0.250454 0.0306453 -0.0364309 0.0422204 -0.0511006 -0.0309045 0.141129 -0.129162 -0.0394421 -0.328217 -0.125668 0.214703
internal_count=361931 252841 211817 33494 22052 178323 27272 24930 19878 151051 11442 114069 262 8654 190 112 15639 14242 2900 11342 109090 11175 5989 106462 5186 6413 4392 2021 8464 892
shrinkage=0.00985725


Tree=2036
num_leaves=31
num_cat=0
split_feature=1147 785 728 1036 578 1065 1464 21 1048 131 519 210 630 21 1467 21 683 1390 767 495 452 972 669 872 1467 705 277 1077 1467 1464
split_gain=20.9742 21.9527 22.8006 23.1499 22.4483 22.1885 22.8 36.6897 22.947 22.0483 21.7048 21.3962 21.1255 23.0716 24.1808 21.0882 26.3131 29.8335 27.1931 26.1794 47.3276 25.3925 24.9808 24.1774 24.7112 41.4843 29.1884 29.5027 29.4237 47.3187
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.49008176997875957 -0.77126990415116425 -0.87905496296652397 1.0518754624258557 0.64223275086548759 3.0805194032280743 -1.436116858116794 1.1426765061962938 1.0000000180025095e-35 1.6131604085483999 0.058879423305304941 -0.70163543588998201 1.0218964722751724 -0.70163543588998201 -1.3831318875547542 -0.0070500185506093506 1.2069114796233935 1.7732457663006544 0.60725649753328859 1.4079901579600185 3.5848725730164062 4.1871115912412558 -0.31819417591303473 1.4468603195482965 0.045193815734553257 1.4357019976763823 -0.28049130630836877 0.83081899317299002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -4 6 7 8 -6 -8 -1 12 -10 14 -14 -3 17 -17 19 22 -21 -20 23 24 25 -18 27 28 29 -26
right_child=-2 15 4 -5 5 -7 9 -9 11 -11 -12 -13 13 -15 -16 16 18 -19 21 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0052945395752798498 -0.00041669205165070241 0.00029127869037525242 0.0024412947968570392 -0.0021155183255544686 -0.0045099093248580305 0.0022865960162804307 0.0024422408869602475 -0.012610813491894116 -0.00069847919390057561 -0.0029007490754348162 -0.003709756225325332 0.0032608258216190612 -0.0031459220732048291 0.0015269624582646029 0.0070019203974824957 -0.0014133238489120463 0.0003030131737003831 1.8766171564112122e-05 -0.00053554728142348189 -0.001509775629800036 0.0014561508308845359 -0.0032168881767768286 -0.00341258673477103 0.0037038000500051642 -0.0035795418760390988 0.0026333487449463713 -0.0007928619679870544 -0.0014502111023494955 0.00038998163829052478 0.0041509429598957639
leaf_count=352 71440 68787 2923 2248 435 2602 2681 101 7266 374 155 777 766 4159 92 16973 57308 14470 18592 10393 2729 1572 986 701 1698 3140 20646 4630 42564 371
internal_value=0 0.00205313 0.0633118 -0.130612 0.0855198 0.0596341 0.0317778 -0.0050023 0.00389674 0.202459 0.287851 0.0193819 -0.00255666 0.102801 -0.215562 -0.00437706 -0.0158754 -0.0845101 -0.00587067 0.00496697 -0.0919432 -0.0808944 0.0142111 0.0166185 0.014281 0.0474013 -0.0140275 0.0140955 0.0306842 -0.228156
internal_count=361931 290491 24931 2755 22176 19253 16651 13596 13495 3055 507 13060 12283 5017 858 265560 196773 31443 165330 145166 13122 20164 132044 131058 130357 60448 69909 49263 44633 2069
shrinkage=0.00910658


Tree=2037
num_leaves=31
num_cat=0
split_feature=1097 407 785 1470 713 1455 1361 317 1457 733 21 1469 821 1458 1095 1458 852 541 1455 706 219 1077 1465 1452 1469 1458 1386 897 1451 1469
split_gain=45.8358 55.6366 44.9628 44.5199 36.8534 31.4056 31.8203 29.946 29.1206 28.734 34.1488 45.7834 38.9756 31.496 30.042 28.793 27.5618 32.6945 31.7308 27.5433 27.2356 27.0993 26.858 30.7815 30.3247 26.5662 25.7624 25.6369 25.5494 33.3691
threshold=-0.64966988391888181 -1.2965003005540392 -0.86283290253235112 -1.1417127449306028 1.0000000180025095e-35 0.35881941651261778 1.0000000180025095e-35 1.0000000180025095e-35 1.339295830115254 2.3938204998800492 -0.32341995197817647 -1.2201123333327371 -1.0305144854359449 -0.60078376361715269 1.0000000180025095e-35 -0.55383951697340417 -0.22706799479215015 1.3659504366457669 1.070009592466624 -0.53054688251386384 2.9802058735062937 4.2406324835638474 -0.41120921193798426 0.52142301186363793 0.046665139118415085 3.1438252248132805 -0.24109097969791912 -1.0467026087416367 0.11757366443131641 0.45581065817096128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 4 8 -3 6 -5 -2 -1 10 11 -4 19 -14 15 -15 -12 21 -19 -13 -21 -18 23 -6 -25 -8 -16 -7 -17 -30
right_child=1 2 9 5 22 27 25 -9 -10 -11 16 12 13 14 26 28 17 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.2447196711419621e-05 -2.614611327056878e-05 -0.00018246652170980082 0.0001917961032542078 -0.00016795048751693808 7.8068473270741484e-05 -0.00016652960554755533 -7.3676486599774191e-05 -0.00016901749202418104 0.00028296844605736447 -0.00016567653607490318 -6.5118643167461789e-05 2.4111730415280166e-05 0.00014145552844253818 -0.00027695756331373592 2.780538138708143e-05 8.8254090172671277e-05 1.4956490186639569e-05 -7.1549999915747467e-05 -0.00043936066071566162 -0.00024663086546412052 0.0017447408814327691 -0.00074023512266024622 0.00017025507911862746 -8.9858445859780119e-05 -0.0008028381301353419 0.00037935608353415287 -0.00031168139142934701 2.2675352516593802e-05 1.3165363295382157e-05 -0.00030640282649053958
leaf_count=10767 14610 1891 5936 33229 6603 4438 49073 16739 1923 6688 41029 3369 9908 1297 1907 18262 71617 8365 1240 5844 33 219 12554 992 306 502 2436 20782 7697 1675
internal_value=0 -0.00646074 0.00501734 -0.0641429 0.0958312 -0.082132 -0.107776 -0.106271 0.0645452 -0.00635 -0.0020589 0.0421245 0.0189839 0.0434739 0.0116669 0.0347447 -0.0225203 -0.000263355 -0.129387 -0.132743 -0.251694 0.0140951 0.12176 0.0252787 -0.2716 -0.0732954 -0.174286 -0.00954899 0.0485652 -0.0423994
internal_count=361931 241217 209868 120714 22346 108024 82804 31349 12690 187522 180834 58364 52428 43182 33274 28931 122470 81441 9605 9246 5877 71836 20455 7901 1298 49575 4343 25220 27634 9372
shrinkage=0.000923845


Tree=2038
num_leaves=31
num_cat=0
split_feature=785 727 263 728 926 1010 507 65 150 264 1049 878 921 876 539 208 1437 551 971 852 909 846 1176 1321 879 779 630 865 973 885
split_gain=67.0505 43.8895 43.6044 49.028 55.6476 49.9954 47.9906 39.3934 38.2103 35.7615 35.3601 33.0164 32.8147 31.0805 30.7954 29.5213 28.7233 32.3072 27.6032 27.5123 47.5496 29.9285 26.9222 30.812 26.9201 26.5377 26.4124 26.0993 25.6778 25.6278
threshold=-0.86283290253235112 1.0000000180025095e-35 0.66115833724634121 -0.90320472132347296 1.0000000180025095e-35 3.0713252103476614 1.0941628986121894 0.48381857508364595 -0.572229863602436 -0.92193233685461917 -1.0942437050649487 1.0000000180025095e-35 0.62154522891879982 1.0000000180025095e-35 1.0000000180025095e-35 4.836159983365051 2.8257610812025367 0.70075070563467123 -0.8891902375834092 -0.22706799479215015 0.9119020701661501 -0.38665990864987693 2.3858497325480861 1.1154633439054562 -0.65854580630962423 -0.24314150064223375 -0.61240970892365376 0.34189790550582932 0.84874543308613937 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 7 12 10 -4 -10 15 14 24 -13 -6 -5 17 29 -3 20 21 25 -16 -24 28 -12 -9 -26 -2 -11
right_child=2 18 8 4 11 -7 -8 26 9 16 19 13 -14 -15 22 -17 -18 -19 -20 -21 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-1.5820445472539507e-05 0.00014252993414182429 -0.00010606772009932025 -5.3412875634101641e-05 -0.00017283513762750434 -0.00022539737640577537 0.00026838195885793174 0.00016819504947143487 -1.4947182145957174e-05 -9.8874246057877187e-05 -5.0564724792300991e-05 -1.0629890898855216e-05 -3.462324225474982e-05 -0.00014513429719084355 -0.0001726871696402228 -0.00010384288510298956 0.0026140490005902061 -0.00019511345781954813 0.0001610898658270255 0.00016070168994925459 2.1705316833231973e-05 -0.0002152084351911879 -6.0409171441154246e-05 7.6733594225371273e-05 0.0014563585844387843 -6.2403428995622397e-05 0.00024766584942348326 -0.00014554643436740335 9.3803606811878004e-05 -0.00014582388410952146 7.7965916086634627e-05
leaf_count=12551 8048 1561 23094 7797 26361 1980 6453 11535 6281 8563 3826 32164 6715 10563 16136 28 1317 10731 15447 52589 6732 17658 243 98 19595 3041 25919 6235 1556 17114
internal_value=0 0.0755003 -0.0316438 -0.0466673 -0.0630064 -0.0343829 0.0175811 -0.0406689 0.0154777 0.0499454 -0.0175394 -0.115219 -0.0125645 -0.0726555 -0.174053 -0.182851 0.0720278 0.0832079 0.148664 -0.00557166 -0.0614613 -0.0146159 -0.0996681 0.547846 0.0151096 0.11163 -0.112832 -0.0263601 0.111106 0.0435317
internal_count=361931 29559 332372 265272 216670 131105 48602 129125 67100 44006 91671 85565 42149 42727 42838 7825 37725 36408 17008 83846 31257 24525 16477 341 35434 6867 37454 25830 9604 25677
shrinkage=0.000905731


Tree=2039
num_leaves=31
num_cat=0
split_feature=129 699 76 347 494 626 909 866 705 120 0 923 534 563 904 365 8 555 1418 980 1114 1315 562 190 1176 828 701 87 10 1082
split_gain=21.2389 22.2619 28.4259 27.4536 26.5372 25.658 32.9381 32.1566 31.8716 29.6414 28.8431 28.8003 28.2232 27.7239 27.3716 27.2672 26.2081 25.6319 24.8353 24.6767 24.1405 23.9913 26.6698 23.0732 22.8819 25.8141 22.5379 22.4035 22.1466 26.0888
threshold=1.0000000180025095e-35 1.0515789206008181 1.0000000180025095e-35 -0.14650282124585337 2.2353429293991192 -0.32621035539257243 1.0177766212561699 0.5880156106821478 -0.92585405476900962 1.0000000180025095e-35 2.8398711320926089 -0.86449023226567734 -0.65191143814350749 2.4254940133364093 1.0343601744660325 4.2030613966758716 -1.9669140915725871 -1.1447382134233612 -0.66484004666273744 -0.48156219123818528 3.7799456899905106 3.118308738984918 1.2741911462939457 -1.0000000180025095e-35 2.7398399255530461 -0.57805277119829612 2.0098928981195092 0.14204137631413177 1.1855328726172645 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 21 20 9 14 8 -8 12 26 19 15 -14 24 -1 18 -6 -16 -9 -4 -3 -23 -24 -7 -26 28 -10 -11 -30
right_child=-2 2 4 -5 17 6 7 11 27 10 -12 -13 13 -15 16 -17 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00058695750160680572 -0.00064141359701894846 0.00081426008934647241 -0.0016532477037215624 -0.00080551530504658383 0.018106339233462235 0.00057325373085963618 0.001963631742973264 -0.00082431375317712551 -0.00088583753073809225 -0.00099618977384658466 0.0046187639876872156 -0.00050797677031713825 0.00044636295493348299 0.0049874555696355193 0.033624976005356265 0.010818735479884748 -0.00054042896530687233 0.0019156590629484582 0.0053156818935223013 0.0044812752239326735 0.014864742927439863 0.0054086623205339864 0.011606076939178664 0.053836196122397185 0.012322380154208872 0.0016789175116821442 -0.0042369563350280349 -0.003067598787456524 -0.0011463687117777902 0.0027834982827712779
leaf_count=26541 48087 11070 18458 12789 92 111787 1991 778 14731 37379 719 3235 38530 924 33 134 20541 389 115 1754 63 152 25 20 211 390 1547 4120 2553 2773
internal_value=0 0.000169658 -0.050499 0.000121338 -0.124724 0.00757536 0.025464 -0.0460596 -0.0880887 -0.0201345 -0.0696664 0.0970917 0.00933511 0.0489118 0.0401044 -0.0466766 -0.0408652 0.425742 1.01995 0.264343 -0.14044 0.0857713 0.933232 2.71441 0.0530511 0.472527 -0.0776393 -0.117587 -0.0674388 0.0822461
internal_count=361931 313844 43058 24056 19002 270786 159686 26609 20842 111100 44971 5767 66129 39454 133077 26675 20689 481 148 2532 18521 11267 197 45 112388 601 44252 18851 42705 5326
shrinkage=0.0113229


Tree=2040
num_leaves=31
num_cat=0
split_feature=785 728 784 921 712 1022 1016 647 590 859 854 927 758 854 401 1429 1040 913 85 585 1469 275 44 1145 838 284 982 73 912 783
split_gain=42.7376 34.7988 30.1517 30.7115 29.7179 28.9808 28.6022 28.4842 69.786 27.0653 26.2145 26.4277 29.3981 26.5963 25.9057 24.9649 25.0102 24.5605 23.9037 23.8805 23.8129 32.3207 23.5705 23.47 27.334 23.0251 23.0107 22.765 29.2912 25.8594
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 -0.87473648844905705 1.0483613175537825 -0.1354147541679151 0.6247898780741229 2.6445107718578433 1.13172262110474 -0.8740075305771694 -1.0282579537198486 -1.3274107148674466 1.0000000180025095e-35 -1.3263328046252252 0.4022431516292117 4.0886425239914255 1.0000000180025095e-35 -0.91818967631246473 -1.4950250354433621 1.7621802667917166 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 25 -1 6 15 8 -3 -5 -6 12 -12 19 -13 16 -2 18 -8 -14 21 -9 23 24 -22 -4 -11 29 -29 -19
right_child=1 7 3 9 10 -7 17 20 -10 26 11 14 13 -15 -16 -17 -18 27 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00013806967907879547 -0.00027482331864375222 -6.7410978737381553e-05 -0.00026138692521210366 0.00041729185123578111 0.00026038839741152444 -4.6630111013995586e-06 0.00020194613762408465 0.00077434835706451143 0.00043104188162227178 0.00011805157563550551 8.3690878630649065e-05 0.0002628758779191872 0.0001097341373117906 -0.00030639678514143257 -0.00080275589660151942 -0.00029510256352347267 -6.6344240469545657e-05 6.8530629840631279e-05 -0.0002022164561451176 -0.00012715424036933409 5.234404631942048e-05 -0.00045455011938021141 0.00058814075958628354 -0.00013304464997270478 -7.6301093016312914e-05 1.6889634347032954e-05 -0.00046026433254474201 -0.00016074815391028442 0.00043160027168452576 -4.1568702319834104e-05
leaf_count=3225 4959 4821 1572 1153 2530 103001 733 244 1384 6164 13633 2784 2834 1405 139 5346 31062 15948 5248 3009 9426 110 219 33574 50157 32979 278 6243 350 17401
internal_value=0 -0.0292794 -0.0155184 0.0363891 0.056664 -0.0281542 -0.0622275 -0.0705276 0.0821348 0.156512 0.0789081 0.0571445 0.0313285 -0.0728636 0.252911 -0.118756 -0.0971949 -0.0282719 -0.16806 -0.0141716 -0.0826936 0.44901 -0.0858466 -0.088117 -0.0597506 0.00798079 0.104825 -0.00939841 -0.137348 0.0122945
internal_count=361931 332372 232437 42146 29559 190291 87290 99935 6205 7595 26334 23804 20881 7248 2923 41367 36021 45923 5981 5843 93730 354 93376 93157 59583 34551 6442 39942 6593 33349
shrinkage=0.000905731


Tree=2041
num_leaves=31
num_cat=0
split_feature=43 1442 1456 48 487 1254 553 774 898 1457 890 1236 594 417 696 21 557 634 1458 1462 1463 1468 1449 1018 470 1452 21 21 1461 1461
split_gain=21.3721 22.962 29.8979 22.9296 29.7578 26.6847 30.244 25.4408 25.3713 23.4332 22.9187 28.6512 27.5347 30.8732 27.1201 26.3791 33.5389 29.8417 28.1434 28.0511 37.3806 37.4943 31.198 42.2491 35.2759 29.4874 42.4752 34.5462 35.2594 33.083
threshold=1.0000000180025095e-35 -1.2625182715263061 0.042545365537477266 1.0000000180025095e-35 0.14261151691567953 0.87755017116812606 1.2316862184620581 -0.17312960454286125 0.2154113699319761 5.8677642129807399 -1.3230736206490437 0.46494720282425184 1.0000000180025095e-35 -0.43730472838453222 -0.40586093781021215 -0.32341995197817647 -1.0630123919320871 -0.15655233192041559 -0.60078376361715269 0.64216061943476632 0.075761483801935647 4.6273942544398832 0.74561756370782817 1.0000000180025095e-35 1.0000000180025095e-35 -0.22703747551118403 1.9458729514926574 1.5676574675808517 1.6859053074631882 0.28084021046779678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 9 -7 8 -1 -5 12 15 13 -3 -13 16 17 -12 -18 22 21 -21 23 -17 -25 26 29 28 -27 -22
right_child=-2 10 -4 5 -6 6 -8 -9 -10 -11 11 14 -14 -15 -16 19 18 -19 -20 20 25 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.00086926135248191439 -0.00051221767690566556 0.00034174609384708503 -0.001708845744168046 -0.0015991226269848086 -0.00089557818090601614 0.0016374063138902425 0.017517603058068737 -0.00016961205644292827 0.0036809516218440424 0.0097862745540672775 0.00033995434452451472 0.0021831685898771524 6.0238496130209176e-05 -0.0027733359739090715 0.00029920292589680485 0.00017493512436421156 0.0018980843939140947 -0.0034264392422676754 0.00046274499011122111 -0.0018942888827957114 -0.00037742382528755894 0.0095601135005093964 0.0012274360924197255 -0.0026998753966111029 -0.00024111453436678756 -0.0011995271558976151 0.0067712356309946979 -0.0070913238018436939 0.0058212103137001477 0.0062466560619024733
leaf_count=7780 74777 4278 13459 12906 13775 627 96 10391 3266 100 3645 8281 19287 7401 10427 71057 11172 2697 36979 12895 3207 151 12220 7743 7748 3240 896 514 439 477
internal_value=0 0.00207554 -0.0408995 -0.014118 0.0177246 -0.10236 0.349095 0.0689796 0.146261 -0.129675 0.0117578 0.0195609 -0.0534573 -0.15079 0.100222 0.0107304 0.051427 -0.114473 0.0696959 -0.00714802 -0.0781159 -0.153365 0.00854365 -0.00660153 -0.113568 0.0307958 0.155252 -0.0963333 -0.0256266 0.0533856
internal_count=361931 287154 62400 48941 35212 13729 723 21437 11046 13006 224754 193788 30966 11679 18708 175080 54493 6342 48151 120587 21819 13046 98768 86548 15491 8773 4580 4193 3679 3684
shrinkage=0.0113229


Tree=2042
num_leaves=31
num_cat=0
split_feature=785 263 728 926 507 1010 869 909 150 933 497 921 1323 878 876 119 1096 388 539 572 126 54 1326 879 865 197 1467 585 845 1452
split_gain=38.5048 33.2116 46.8431 53.9485 47.8323 44.615 39.203 37.2362 34.6098 33.3415 42.8185 32.92 32.1473 31.7338 30.6895 29.2304 29.0031 28.5998 26.7551 26.0578 25.7497 27.896 25.3448 26.2412 25.3531 25.3163 25.1445 24.6002 24.9543 25.5655
threshold=-0.86283290253235112 0.66115833724634121 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 3.0713252103476614 1.0000000180025095e-35 0.9119020701661501 -0.52571317712276111 0.68806224955729689 1.7001250133015622 0.62154522891879982 -0.20759369672708256 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.3609703674020031 1.0000000180025095e-35 2.484705740533462 1.0000000180025095e-35 -0.42445565733332025 2.15724710703013 -0.65854580630962423 0.34189790550582932 1.7525974049969186 3.8567296589757825 1.0000000180025095e-35 1.6673944371136227 1.434259801303694
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 4 5 11 6 15 12 -3 10 20 22 -8 18 -15 17 27 19 -5 25 -10 -22 23 -2 -25 -4 -9 -1 29 -29
right_child=1 8 3 13 -6 -7 7 26 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00016675308416482125 0.00010054040863634091 -5.1566803547043256e-05 -4.62080792371389e-05 -0.00022803888392222455 0.0001821512747505052 0.00027292153141854298 -0.00012822812217348208 -0.00025203336981453471 -1.5815576464625828e-05 -7.1968854326249907e-05 0.000223044158146245 -0.00015095912496839378 1.7783419768821085e-05 -3.1774953840488491e-05 -0.00017776285779594597 2.3679284948787166e-05 -5.4618962307733042e-05 -0.00048316943960890243 -9.392497710569146e-05 0.00030036848294055351 -1.6213636422960893e-05 0.00017746772999688409 0.00035407491929393239 -7.3088982359339615e-05 9.3288492792006344e-05 -0.00032980752477341737 0.00099263942970822779 2.5546546835865417e-05 0.00038736306698633434 -0.00040869704931695299
leaf_count=9701 9330 25045 33223 26361 6453 1980 19486 8434 16393 7664 5989 6715 15259 32164 10563 47626 8295 1455 16477 1197 4613 7396 929 19116 6059 2380 65 10208 726 629
internal_value=0 -0.0284132 -0.0415677 -0.0575859 0.0213536 -0.0293452 -0.0352945 -0.0983608 0.0127546 0.0478498 0.0758113 -0.00880797 -0.0624338 -0.109152 -0.067341 -0.00883212 0.0531484 -0.0616129 -0.167049 -0.0515147 0.041179 0.110155 0.0189611 0.00819137 -0.0334669 -0.0629183 -0.247635 0.094411 0.0274769 0.00107763
internal_count=361931 332372 265272 216670 48602 131105 129125 43244 67100 42055 34391 42149 34745 85565 42727 85881 29559 38255 42838 36800 28402 12009 35434 34505 25175 35603 8499 21264 11563 10837
shrinkage=0.000961169


Tree=2043
num_leaves=31
num_cat=0
split_feature=785 181 727 837 567 1286 1463 942 718 508 497 620 996 320 1442 620 1030 1450 1467 1467 77 340 2 402 1464 905 597 1244 1465 1464
split_gain=43.8955 37.594 32.1643 31.0428 32.3786 29.557 31.9633 44.5149 29.4352 53.7191 35.9003 33.3198 32.7669 31.0795 28.5327 27.6245 27.0152 26.461 35.6445 29.6974 25.6886 26.0853 25.5042 25.2007 25.1117 25.0066 24.8216 25.7664 24.6878 24.4938
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.64384972645585192 0.98191358321475442 0.78161905918100072 -0.043407658172389896 0.44633743931240322 1.0159173274103563 0.93928964529742032 1.461728259125324 1.5209264779549863 1.0565563832172893 0.88160724310766836 -1.2625182715263061 -1.130853321005749 0.99422031274767553 0.88343564287383192 2.6212945108504591 -0.29368347943054773 1.5029597294391763 2.6624470928684718 -0.69671960891652129 2.3072461888407707 0.38951608599244769 1.0727613779984251 3.1596628491584919 -2.0027994516645182 3.4375096564090204 1.5814796297902207
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 25 5 -5 8 23 -8 10 11 14 -10 13 -12 -2 -11 20 18 28 -19 21 -4 -15 -7 -25 -1 27 -3 -16 -21
right_child=1 26 16 4 -6 6 7 -9 9 15 12 -13 -14 22 17 -17 -18 19 -20 29 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.5235294055077118e-05 -0.00011459707923955449 -0.00070791681445019658 0.00012422737193847367 -8.7009798906906551e-05 5.6054710671776976e-05 5.8069018879897173e-06 3.4202003699483823e-05 0.00025339120271828557 2.4990383508555126e-05 0.00062991500883081834 0.00013534808923819318 -0.00024422327903518554 -0.00018222964878265342 -0.00083029639466878822 -5.2667281721107653e-05 0.00017465983865437375 -0.00020080644298261366 0.00016145945543708293 0.00026475665699689298 -7.7344235133897945e-05 0.00043852332626601601 -0.00036000541400581514 -6.8912937097089888e-05 -0.00056947619718762037 0.00023145993805370708 0.00020558368832731879 0.00047932621331502127 -7.9491100680315947e-05 0.00030050684936071997 0.00027239782885947364
leaf_count=11025 25758 491 14449 50496 8329 23199 11001 5199 18439 545 10122 2213 1723 221 84702 4072 997 5693 1407 6122 1113 449 1078 578 185 1526 298 69031 694 776
internal_value=0 -0.0314973 0.0554519 -0.0202408 -0.0697237 -0.00792867 0.0444289 0.117197 -0.0217645 0.0469496 -0.0350378 -0.0034203 0.067427 0.108209 -0.0479912 0.251069 0.11856 -0.0323673 -0.04692 0.0589111 0.141062 0.118074 -0.200329 -0.00707575 -0.384763 -0.024044 -0.0857857 -0.0896714 -0.0531408 -0.0346657
internal_count=361931 332372 29559 262552 58825 203727 40162 16200 163565 25269 138296 20652 13144 11421 125152 4617 17008 99394 86803 12591 16011 14898 1299 23962 763 12551 69820 69522 85396 6898
shrinkage=0.000923845


Tree=2044
num_leaves=31
num_cat=0
split_feature=1440 740 338 1456 140 1202 1469 1454 10 212 769 678 1188 567 986 343 46 257 182 125 906 764 1175 1454 471 1449 606 1464 760 21
split_gain=21.4338 22.3911 31.7604 23.8794 27.5493 26.3293 24.8274 26.1596 23.561 30.1898 23.0762 24.6688 23.7727 24.227 27.9376 22.9007 22.1824 23.9137 42.9218 33.1711 24.0534 24.4039 22.3588 22.7823 22.5753 34.2305 30.7685 24.3615 23.8341 29.3703
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.67742393113063393 0.91809667461792233 1.0233978145400038 0.39441124349215584 -0.54738268181364702 1.3763541472649148 2.4318222138059364 -0.44001729656449579 1.8950337324702755 2.9016603484412591 -0.60265428895934525 -0.72537629149344107 -0.889276199999947 1.3382816563602551 1.0000000180025095e-35 1.0000000180025095e-35 0.80071687052116158 1.0000000180025095e-35 -0.97801867556986777 -1.1448866875104242 -1.3563116633744772 -1.0936914102283182 2.2944869526193208 0.35230925177867972 1.0000000180025095e-35 -0.13737360038314356 -0.10395360026017735 -0.70163543588998201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 8 4 -4 6 -5 -8 15 -10 11 -3 -12 -14 -15 -2 22 18 19 -18 -19 -22 -1 -24 28 -26 -27 -28 -25 -30
right_child=1 10 3 5 -6 -7 7 -9 9 -11 12 -13 13 14 -16 -17 17 20 -20 -21 21 -23 23 24 25 26 27 -29 29 -31
leaf_value=-0.00099599210264099056 -0.0035522793791198906 -0.00030296927772382781 -0.00048750088226050253 0.0069953209061244317 -0.0036328125800927347 -0.004670302337308768 0.0017509797064239089 -0.01564204177160922 0.012163703525808266 -0.0077603128390020971 0.0080255122112673164 0.013383346913489009 0.0073222029223252629 0.011987754938048784 -0.0044584387318899899 0.0069098389487894599 -0.0021385837507687873 0.0010942064798091771 0.00066588536027996532 -0.00057864637440532536 -0.0018020351914765172 -2.2931480821109291e-05 -0.0089836246300306309 0.00044430553384324281 -0.00011917869043599197 -0.0060618067049253424 -0.0046801557688580988 0.0027540047170484709 0.00069943843125565232 -0.0003673864794870676
leaf_count=10428 7997 23913 11100 549 2162 362 791 65 158 112 379 50 222 56 437 111 19988 8991 10810 23290 5153 46259 176 110181 5491 995 382 456 19131 51736
internal_value=0 -0.0563538 -0.120182 -0.0613855 -0.099111 0.205876 0.33994 0.0541246 -0.289463 0.52551 -0.010247 -0.0258263 0.32506 0.0688924 -0.219866 -0.324607 3.37193e-05 -0.0274952 -0.0693295 -0.108674 0.00170064 -0.0177705 0.01366 0.0186746 0.0193341 -0.0977992 -0.35038 -0.046019 0.024427 -0.00882657
internal_count=361931 48464 23407 15029 13262 1767 1405 856 8378 270 25057 23963 1094 715 493 8108 313467 114491 54088 43278 60403 51412 198976 188548 188372 7324 1833 838 181048 70867
shrinkage=0.0100544


Tree=2045
num_leaves=31
num_cat=0
split_feature=1368 1469 1456 1453 1452 21 1426 1051 196 1452 152 1464 352 1456 929 1458 1089 1231 1454 1467 602 1463 1470 1225 917 1381 346 1458 350 710
split_gain=20.843 29.4674 36.5492 32.3232 30.8118 46.9483 31.0288 31.6387 29.3662 28.2506 27.9917 27.521 36.5364 29.8479 34.6653 29.5072 27.4463 27.3858 26.7653 26.7155 25.7457 25.6784 25.5917 25.2242 25.1875 25.1404 25.6125 25.0563 24.848 24.6968
threshold=1.0000000180025095e-35 0.42433792593615 1.0000000180025095e-35 2.1014957791897717 0.010333415512314719 -1.8362818876253988 1.0000000180025095e-35 3.3097721730075098 2.8514829508106252 0.70902136653063086 -0.2569046428609007 0.62857067858593341 0.07790805201923319 0.82504800527607469 1.4515737196029159 -0.06493454140346698 1.0000000180025095e-35 -0.55512259543958953 0.17628833089535448 4.0242090356330973 1.6570428789878571 -0.30638895574665109 -1.319112866592808 6.0767318044609535 -0.19579515786006202 0.27758340622825617 -1.0313502447697169 0.084403803362298288 0.28374525863721217 1.5115140669602134
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 5 -1 7 10 16 -3 -7 13 -13 15 18 20 23 -6 -15 24 -4 27 -23 -2 -8 26 -26 -11 -21 -19
right_child=8 2 11 -5 17 6 19 -9 -10 21 -12 12 -14 14 -16 -17 -18 29 -20 28 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0047750256580518591 -0.00024388470577932418 -0.00020291406957446306 -0.0058909981728043808 -0.0076091095975980728 0.001114416669441092 -0.00081287683060383498 -0.00046725139990572791 0.0075333127496324875 -0.0028635466306955628 -0.0025424360408920228 0.00040083321442987551 -0.001828444578379467 0.0090917277924708884 -0.0013281577857684372 0.0040473422265699423 -0.00010785699916903277 0.00047673155131024131 -0.00024515248422957153 -0.0069750916336828346 0.00085013015736270332 0.0029373338659543389 0.0065133985067393216 -0.007832485850711975 0.032093340631433452 0.0034078384708955754 -0.0034711348581732029 -0.0015715948505109257 0.0067086491736807813 0.014489879468411376 0.0016822104855774372
leaf_count=1138 58279 47305 4429 456 20294 23007 17727 319 2305 1384 28434 573 347 5602 860 1223 85336 37691 729 210 229 92 1125 20 825 6561 10433 221 98 4679
internal_value=0 -0.0213616 -0.0657374 -0.0369369 -0.0039706 -0.0329519 -0.039411 -0.00481654 0.0143636 -0.0311696 -0.00959267 -0.183779 0.216079 -0.216421 -0.115099 -0.367534 0.0181426 0.034785 -0.177024 -0.0973539 -0.472925 -0.287014 -0.579186 -0.0211743 -0.104999 -0.175064 -0.107496 -0.0731182 0.506462 -0.000780749
internal_count=361931 215991 64575 50583 151416 88752 87614 51760 145940 50127 51441 13992 920 13072 7191 5881 143635 62664 6331 35854 4658 2822 1217 58299 35546 17819 11258 1605 308 42370
shrinkage=0.0111009


Tree=2046
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1175 1127 284 858 1429 838 1260 425 560 1193 422 700 830 210 634 1464 362 429 362 1423 836 485 979 194 1426 1071 557
split_gain=20.6996 43.1903 31.6396 22.7296 23.5868 24.2406 22.4613 27.0309 24.9921 22.4425 24.1418 21.8786 27.748 23.7067 22.8974 22.0718 24.604 28.8866 21.8016 21.5475 26.4612 21.7588 21.526 23.165 26.7489 23.562 22.0411 23.0724 24.6334 22.722
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.3196556121463385 1.0000000180025095e-35 -0.30990365117687185 1.0825608069246189 1.13172262110474 3.799241536987588 -0.92265339277649194 2.5071114709212377 0.53361819437864078 2.1254408017684043 0.19464680814864907 -1.0767906817109998 -0.091027948784578705 0.57370624739613107 -1.8914731588935327 0.74657910936426475 0.61916199434553887 -0.84847130812198512 1.3452760259681045 2.2885552421444864 0.58896924130183403 -0.53565674151669151 -0.79798705197426711 1.5271592296785539 1.3963709736238232 0.69084194168817237 2.4464875273948405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 10 -4 15 13 18 -14 16 -11 -18 -13 -15 -21 -22 23 26 -25 -26 27 28 -3 -28
right_child=-2 22 6 -5 -6 -7 -8 8 -10 11 -12 12 14 19 -16 -17 17 -19 -20 20 21 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=-0.00243434254661371 0.00011940486890779974 0.00064938306030939052 -0.0051997181946282301 0.0061685907649070846 -0.0021855640008716392 0.005080768957066749 0.0005579780371477032 -0.0038852106451984793 0.026833657557164853 -0.0030020526006340571 0.036041592365061527 -0.0024568953239709991 -0.018190708358237793 0.00045239757956542912 0.011236307686495719 -0.00068303252562531419 0.027912460909141609 -0.00024166846815900156 0.0030332541194020993 0.02383381929009272 0.0079675462489786613 -0.0025787583049241571 -0.0026999277657564231 -0.0026015826939967848 -0.0028081619638149944 0.00044340415585525334 0.0022476200604482004 -0.0019490677412520366 -0.0011326136244694724 -0.0066199852943903464
leaf_count=484 197825 46583 2390 605 1424 976 5993 8986 36 18517 26 5199 46 3510 411 19713 61 4414 874 73 568 382 3520 5876 2568 11066 6130 5315 8136 224
internal_value=0 -0.0267761 -0.0773813 0.110803 0.0328378 0.20979 -0.0934499 -0.110644 -0.280064 -0.0919936 -0.364922 -0.0813233 0.0158799 -0.00822016 0.668354 -0.111672 -0.176558 0.005359 -0.116743 0.120147 0.441361 0.322816 0.00418732 0.0102478 -0.0577952 -0.00750083 0.030737 0.0157069 0.0282708 0.14557
internal_count=361931 164106 74688 3489 2884 1460 71199 65206 9022 56184 2416 53768 11063 10606 457 42705 22992 4475 6073 4533 1023 950 89418 85898 19510 13634 66388 60034 54719 6354
shrinkage=0.0132666


Tree=2047
num_leaves=31
num_cat=0
split_feature=785 1431 728 612 854 927 712 854 263 1452 50 871 1468 211 73 971 401 1465 516 1160 820 705 879 1049 188 746 415 846 651 905
split_gain=49.0388 37.1071 34.6779 30.1307 27.7969 29.5974 30.3463 27.7606 27.3268 29.935 30.1692 29.6313 26.698 27.9218 26.241 25.3978 25.3842 25.2536 25.1983 29.387 26.2197 32.5158 39.1277 31.9347 26.8522 29.6421 26.2601 25.7062 25.808 26.4541
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 0.6247898780741229 1.0000000180025095e-35 0.13166737952109073 0.55630078546380823 2.4008401756919917 1.3195544013298623 -1.1646479312922822 -0.26411110905864721 -0.87707289916611197 2.6445107718578433 -0.51923091368911811 1.0000000180025095e-35 0.68536004617275303 1.3142566725829428 0.42325249380490987 1.0000000180025095e-35 1.342371635369997 0.56595263301418985 1.6547410766053783 -0.015569376884910875 -0.29827419255668403 1.1107569744011787 0.11681345638228302
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 -1 8 -4 6 7 -6 9 10 11 14 13 -11 -3 -8 -7 -17 19 -2 21 27 23 -23 25 -24 -22 28 -20 -30
right_child=1 3 4 -5 5 16 15 -9 -10 12 -12 -13 -14 -15 -16 17 -18 -19 20 -21 26 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00013196761590498267 -5.9155138928029541e-05 -7.6801611691587802e-05 0.00025064419917695299 -0.00014811005478830244 -9.4343811691110634e-06 0.0002560638613672868 -0.00015079232173797875 -0.00028626708159507042 -1.8837690002304265e-05 0.00042720133854840881 -2.7184983059638287e-05 -0.00068225414364118887 -0.00024267769079169095 6.1696882986660662e-06 -0.00021831268114672964 -1.0757054517651455e-05 -0.00071075019982416276 0.00016535895008084993 2.4543278547106915e-05 2.9673039892197339e-05 0.00014858996554359177 2.7327706504292282e-05 4.5532187923704989e-05 -0.00012887355544679367 0.00033046168975983718 0.00052771097618414115 -3.4072843072403497e-05 -7.2786604302678255e-05 3.0117108568697635e-05 -0.0002675947649226194
leaf_count=3396 66926 12551 2511 17336 5839 2773 1322 1405 59376 684 9386 883 1823 12129 15116 3975 139 8199 27042 16259 7663 33343 5441 4357 1735 393 4379 31667 1757 2126
internal_value=0 -0.0325604 0.0593772 -0.065816 0.0843112 0.0618368 0.0343523 -0.0712695 -0.0533302 -0.0987749 -0.138771 -0.18994 -0.0038526 0.0360603 -0.177288 0.0969038 0.268803 0.128675 -0.0144042 -0.0468189 0.00515102 -0.00562709 0.0367246 0.00940498 0.179839 0.102016 0.103264 -0.0399934 0.00436099 -0.158539
internal_count=361931 332372 29559 129284 26163 23652 20740 7244 111948 52572 37936 28550 14636 12813 27667 13496 2912 12174 203088 83185 119903 107861 45269 37700 7569 5834 12042 62592 30925 3883
shrinkage=0.000836755


Tree=2048
num_leaves=31
num_cat=0
split_feature=785 728 1431 727 852 727 923 519 784 647 590 815 576 783 576 1321 1030 1452 1046 1145 848 21 1051 695 905 1329 839 3 2 855
split_gain=56.7854 46.3506 36.4629 34.7408 31.1409 37.5065 49.7059 35.7395 29.7502 29.4685 68.6637 28.5977 28.5816 28.4706 29.5784 27.7897 27.0291 26.709 25.4449 24.3053 29.7771 24.2834 32.8433 32.9061 25.2736 24.4896 24.952 28.1821 25.4796 25.362
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.6638054002796892 1.1032265037225084 -1.0732212767954836 0.66546334935299256 -1.1798994846903865 0.99422031274767553 3.3900475580725948 -1.56246364468913 1.0000000180025095e-35 -0.76336149524465491 -0.13431221002227373 3.0856045387256095 -0.70721591321319732 0.6816917737009125 -0.39002737257870451 -0.6302678612486754 -1.7796241945061386 2.5771579616363574 -0.9020712135991068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 11 17 21 -6 10 -3 13 -9 -2 -15 -16 -5 -7 -10 20 -11 22 23 -8 -23 -25 27 -27 -28 -29
right_child=1 9 -4 16 8 6 7 12 18 19 -12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 24 -24 25 -26 26 28 29 -30 -31
leaf_value=-1.6525843479742766e-05 -0.00017711581403564557 -7.3947419948787335e-05 -8.3501307199530434e-05 0.00013788753736086436 -2.7850078917847497e-06 -0.00033272274736357774 -0.0002549354050580293 0.00018162810820228335 -0.00032862137233303026 3.8172723771020269e-05 0.00041938397990157027 -0.00019857248758880239 -0.00036197653407780831 3.6791384599420501e-05 0.00077594753552658611 0.00018149589802717828 -0.00018694882223321493 0.00082670945439508429 8.6343861649267937e-05 -0.00013885297369166109 -8.5202488854033753e-05 -0.00015480921761617259 0.00068053981354439783 7.375205241190272e-05 -5.1822892554439096e-06 0.00070569735829545876 -6.2501744604118876e-06 -4.154230534589776e-05 0.00087764427925803631 -0.00036188099693998502
leaf_count=12551 2299 4821 35150 16011 95643 3650 2984 3098 717 11582 1384 1826 368 15754 315 3035 997 68 21103 33755 48393 17948 266 10174 5918 184 6429 2324 133 3051
internal_value=0 -0.0343365 -0.0184634 0.064455 -0.00774894 -0.0433551 -0.0759761 -0.0580413 0.0139527 -0.0817272 0.073189 0.0319831 0.138021 0.0566685 0.0835524 0.265127 0.129836 -0.336209 0.0837297 -0.0940314 -0.0654012 -0.076337 -0.0230563 -0.032668 -0.12635 -0.002321 -0.0776 -0.208715 0.0154292 -0.242317
internal_count=361931 332372 232437 29559 197287 79824 56595 52877 117463 99935 6205 23229 3466 21403 19104 3350 17008 3718 21820 93730 59975 49411 25545 25279 23866 22295 12121 5559 6562 5375
shrinkage=0.000905731


Tree=2049
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 678 727 533 382 678 689 507 332 789 712 900 1228 1452 608 854 264 1450 928 1235 927 719 1093 657 854
split_gain=64.9064 41.9382 47.6086 53.0468 57.411 56.8583 51.4697 44.6781 42.1612 40.952 39.9969 39.154 35.7932 35.7217 35.1043 35.0462 33.0836 31.5513 31.2548 30.8803 30.7512 30.6035 32.232 28.7854 28.6744 28.5646 30.8929 28.5552 28.1622 28.0662
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 0.65809631222906606 1.0000000180025095e-35 1.1248358748350926 -0.63779424894106762 0.48923120718859159 0.9948761292206888 6.7057942035045022 0.66665475971017707 -0.87473648844905705 1.0406688472030448 -0.34557539116087493 -0.97827964681891932 -0.64316232591501354 1.0483613175537825 1.0000000180025095e-35 -0.55864201032658711 2.2603408215975165 0.6247898780741229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 12 6 10 -6 8 -3 16 14 -5 -10 -2 18 -9 -1 19 -13 -8 -4 -17 24 23 -23 -15 26 -22 -24 -14 -28
right_child=1 7 3 4 5 -7 13 9 11 -11 -12 17 28 21 -16 20 -18 -19 -20 -21 25 22 27 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00014166995699040646 -1.2554459321108834e-05 -5.5409930400774223e-05 -0.00020379782839305877 -0.00023180816720470222 0.00032090412189038982 -0.0005623154659633034 -6.9632458687529325e-05 0.00028508729333940144 4.9612519084108053e-05 5.9843284487723173e-06 7.5630576493304773e-05 -5.7225497419342459e-05 0.00013570970914647553 -0.00015782446779382281 -6.544464244956408e-05 0.00028807124049993403 -5.0789102368835865e-05 -0.00017690632226261463 0.0014628765292186775 -6.6970849264587926e-05 9.6658007218511388e-05 0.00031275732991809804 3.6289206952602832e-05 -4.8755408984648966e-05 8.9041005859580348e-06 0.00024699402967273183 -1.912056706744291e-06 0.00026515514069603207 -0.00031344315853156548 -0.00030120539968675198
leaf_count=3225 48652 9447 42311 2881 3683 279 41285 5244 12047 5700 4547 67002 9956 5837 1127 2530 18294 11695 39 9819 13535 796 3119 6195 17690 2923 5928 4152 575 1418
internal_value=0 -0.0352693 -0.0429845 -0.0578931 0.0851086 0.285017 -0.0661619 0.0528051 -0.0931238 0.131658 -0.0320034 -0.0628372 0.0132889 -0.0211491 0.243112 0.0701618 -0.14561 -0.0826316 -0.0742547 -0.183684 0.0941451 0.0211914 0.0932826 -0.00569846 -0.0268341 0.0705961 0.043813 0.185423 0.124211 -0.0615844
internal_count=361931 332372 310854 251671 11390 3962 240281 21518 161168 12071 7428 90744 59183 79113 6371 29559 70424 78697 41324 52130 26334 37789 14262 6991 23527 23804 20881 7271 10531 7346
shrinkage=0.000905731


Tree=2050
num_leaves=31
num_cat=0
split_feature=785 519 713 872 678 727 533 900 934 1049 382 332 728 1436 588 326 908 689 208 652 608 1366 810 470 1237 706 355 692 1400 70
split_gain=58.8022 39.283 45.1558 47.691 46.8886 43.5593 38.7175 42.9943 38.4816 38.2827 39.0537 37.5802 37.1616 33.4031 33.1965 32.9348 35.4862 32.7235 31.7286 28.8556 28.1349 27.4677 27.1592 29.5135 26.8381 26.7987 27.9929 26.5534 28.6838 27.1877
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 3.0757328524286596 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 0.54117268135534224 1.0000000180025095e-35 1.4069177371033732 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 0.60428344764309971 2.250834115212506 1.0000000180025095e-35 -1.0138793483820134 -1.1110989058077336 0.22742018399418559 -0.98896428961744431 0.66665475971017707 1.0000000180025095e-35 1.0000000180025095e-35 0.66595742291584703 1.4298092310842805 0.85558832110916161 1.4218347872305723 1.6839661331033347 1.8781922025717328 1.6398854550679438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 8 4 6 25 7 20 22 10 -7 13 -1 15 -12 -6 -17 27 19 -9 -4 -19 23 -2 -14 -3 -27 29 -29 -8
right_child=1 5 3 -5 11 9 17 18 -10 -11 14 -13 24 -15 -16 16 -18 21 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00013739112997141281 0.00017429489718317746 -0.00012590853185446825 -0.00018567119148162089 0.00019614824951205858 -0.00016659366127418687 0.000276971483170579 -4.0027552060790097e-07 0.00026146567725615524 -2.960291628138847e-05 -0.00012010757680832928 -2.0572341317757354e-06 2.9309640163351186e-05 0.00010691773762604012 6.3774612520678292e-05 0.00049398267966809818 -0.00034586744472471281 -3.0881562195630601e-06 -2.213440514119844e-05 -0.00018351763777844376 -1.4457934702965478e-05 -5.9886027315966399e-05 -9.9327798574515481e-05 -9.2384287939864038e-06 -2.7699713122217931e-05 -0.00013459072103171168 3.485863711130471e-05 0.00065363691412322555 0.00031106811128310823 0.0019367580418512378 0.00037514791552655788
leaf_count=3396 12174 6191 45255 2968 19649 5334 10843 1930 29802 1805 4381 39263 24286 7233 551 1634 14819 41232 5308 11331 10545 41245 10530 3398 1877 2965 291 739 47 909
internal_value=0 -0.0270923 -0.0345946 -0.0486126 -0.0525873 0.058341 -0.07756 -0.126148 0.0225797 0.136344 0.184996 -0.0104694 0.0735254 -0.0633474 0.0545084 -0.0969772 -0.0331475 -0.0490869 -0.0247962 0.0350897 -0.167173 -0.0666577 0.085347 0.140071 0.0992418 -0.0545274 0.102351 0.0564566 0.448354 0.029552
internal_count=361931 332372 310854 254950 251982 21518 169384 74369 55904 12071 10266 82598 29559 43335 4932 36102 16453 95015 18569 13261 55800 82477 26102 15572 26163 9447 3256 12538 786 11752
shrinkage=0.000905731


Tree=2051
num_leaves=31
num_cat=0
split_feature=1431 667 813 692 57 231 1426 1455 1364 1454 1124 877 1319 1016 1187 1329 1249 692 1072 767 845 152 276 1392 774 416 360 1047 487 554
split_gain=21.2968 24.8229 23.5894 25.7159 23.5158 21.7395 21.6987 23.667 25.4603 28.8497 22.5586 21.5535 21.2199 20.9946 26.1991 21.6477 23.4638 22.3575 22.0483 25.8845 25.7618 23.1556 22.423 22.0218 20.7605 21.7148 23.8149 24.194 22.0073 20.7477
threshold=1.0000000180025095e-35 2.8959165655566772 2.1641256470006294 1.8669037993366147 0.72527224708021132 0.22376382858708338 1.0000000180025095e-35 0.80851755981579754 3.9662794768705472 0.17628833089535448 0.23725633591097514 1.2197224513443858 -0.44264847728545315 1.0000000180025095e-35 2.3029964011741755 -0.59081367434665 2.7190760283524846 -0.49150881669783592 0.37742302175077025 2.0248794292476675 -1.0705903671951351 0.89997936468853756 -0.4878346504697913 -0.92257133103391709 0.12996399120657123 -0.66257353620395809 0.84723016965325904 -1.0794544675301283 0.46224948381179609 0.39543751461870302
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 10 8 13 -10 -2 -12 -4 14 -8 16 18 -18 -15 20 22 -22 -20 -23 25 26 -9 -28 -27 -21
right_child=1 -3 12 -5 5 -7 7 24 9 -11 11 -13 -14 15 -16 -17 17 -19 19 29 21 23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=8.3647743110380217e-05 -7.1448910839854696e-05 -0.004963596580832271 -0.0011304339510819542 0.0016858256850172868 0.0012015755453183119 -0.00078385570950972622 -0.0030368257858335748 -0.0042270536026607439 -0.0022551540656661397 0.035491593288425806 -0.00097847461004880055 -0.0044189041641321414 0.0033539217568191518 -0.00066084459318684345 0.0052583035248080466 -0.0017634210017444141 0.037524798450079618 0.0039523294575575978 0.023225316872782054 -0.0019743174633643154 -0.0023801964024622651 -0.0041706332383241529 0.0023094337210831299 0.02023461487946341 -0.002132146421760225 0.0019832554993968947 0.034341763254344598 0.0027559175114359987 0.0090804402123386592 0.035639965956482479
leaf_count=222373 48481 2224 1336 5357 12192 8380 16711 902 50 28 16500 2480 2465 4033 388 12935 28 52 87 23 605 60 101 75 1778 1548 33 110 564 32
internal_value=0 -0.0309649 -0.0279529 -0.0339406 -0.0409269 0.0298314 -0.0563248 -0.105752 -0.131394 1.22918 -0.0315588 -0.104847 0.141113 -0.135077 -0.212872 -0.0818266 0.0520296 1.33708 0.0308478 0.349243 0.246761 0.0380778 1.01002 0.862713 0.0502324 0.166273 -0.156947 0.786407 0.29027 1.8084
internal_count=361931 139558 137334 133533 128176 20572 107604 40143 35208 78 67461 18980 3801 35130 17099 18031 5096 80 5016 983 928 740 188 135 4935 3157 1045 143 2112 55
shrinkage=0.0130064


Tree=2052
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 678 727 533 678 382 689 583 900 1049 1376 728 1228 1467 639 550 965 608 133 911 706 355 208 221 566
split_gain=47.1815 35.7959 44.5179 47.568 56.2024 56.24 42.6062 41.6417 38.7388 38.3343 38.2892 37.1439 35.7289 33.1575 32.1159 31.8223 31.4777 30.5693 30.3951 30.1229 30.0065 29.7257 28.685 27.6974 28.4187 27.2847 28.0545 26.5928 26.1389 25.6704
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 -0.55326332990463356 0.48923120718859159 1.2334500886949249 1.0000000180025095e-35 -0.49008176997875957 0.9948761292206888 0.027744735654897854 0.11942102837874842 0.29966714842153758 0.1463002810917281 0.66665475971017707 2.7171092817986957 -0.88177944220274473 0.85558832110916161 1.4218347872305723 0.22742018399418559 -0.061169154604351648 1.6261537728093647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 12 6 9 -6 8 25 13 -5 14 -10 20 22 -9 18 -1 -13 -8 21 -2 -14 -4 24 -18 -3 -27 -15 -20 -12
right_child=1 7 3 4 5 -7 15 10 11 -11 29 17 19 27 -16 -17 23 -19 28 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0001417736412548605 5.1300186250646735e-05 -0.00013871318744988344 -0.00020532744596129821 -0.00024256264354550341 0.00033713042668799976 -0.00059733172302969448 -2.8133893902182367e-05 0.00029443837721604318 5.7058163638664402e-05 7.7597055644227828e-05 -4.4578644273689702e-05 -5.3463647987393228e-05 7.2277481514704451e-05 1.1248497988092425e-05 -5.6365684296522577e-05 -8.7954690808263164e-05 -9.2541166428575979e-05 -0.0001789172515639408 -2.6684601940309076e-06 -0.00012537403619257708 0.00026908198099988349 -6.7283681499718704e-05 -6.4878559537521837e-05 -0.00029027681150326444 0.00011783423191384163 3.3841109136676371e-05 0.00069095804561717961 -0.000199964389792426 0.00015191084197012101 0.00034532364398549533
leaf_count=3396 16470 6191 42311 2881 3683 279 35199 5171 12047 4547 4923 67002 16348 12944 1200 25094 3067 11695 9901 11228 2851 12286 9819 818 22278 2965 291 5350 8919 777
internal_value=0 -0.0304327 -0.0375866 -0.0520578 0.0836261 0.281762 -0.0599229 0.0511321 -0.0845653 -0.03252 0.12748 -0.0554701 0.0169578 -0.135144 0.235649 -0.0188854 0.0597936 -0.0748259 0.00883502 -0.0231461 0.0922924 0.0132323 -0.173472 0.0835188 0.0960285 -0.0591272 0.099124 -0.0451532 0.0785572 0.00637195
internal_count=361931 332372 310854 251671 11390 3962 240281 21518 161168 7428 12071 90744 59183 70424 6371 79113 29559 78697 54019 39862 19321 28634 52130 26163 25345 9447 3256 18294 18820 5700
shrinkage=0.000961169


Tree=2053
num_leaves=31
num_cat=0
split_feature=785 1465 1452 1112 1080 269 214 713 519 930 588 872 575 689 1025 1061 1004 21 672 1020 959 797 513 848 15 910 966 74 635 0
split_gain=21.2613 23.341 28.1876 23.3895 24.4087 22.6615 25.9105 21.8834 51.9841 43.7307 39.3435 37.6348 32.0537 31.6265 34.7009 29.7211 60.7104 32.1195 29.2958 27.1829 27.0164 27.0568 27.0026 33.2799 26.775 30.5666 28.279 27.9814 26.28 25.9885
threshold=-0.86283290253235112 -0.41120921193798426 -0.63504016340352343 0.58598135503539051 -0.44846366994746462 -1.2832447556410924 -0.78274854550603334 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.71188872395471614 3.0757328524286596 1.0000000180025095e-35 -1.1110989058077336 1.0000000180025095e-35 -0.87357009987099121 0.59444477453878863 -1.6471741456694959 -0.65546635319905777 0.44670980992553178 0.84086088814742543 1.0000000180025095e-35 1.0454229551509682 3.5086024243106082 -0.50538574839868133 1.9386325705505509 -0.97878388715810349 -0.92982698040982503 0.46620218274018949 0.04572733114132347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -3 9 11 19 12 13 -10 20 -15 16 -16 -17 -14 -2 -9 -22 23 24 25 -11 27 -27 -21 -26
right_child=7 5 3 -5 -6 -7 -8 8 10 22 -12 -13 18 14 15 17 -18 -19 -20 28 21 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.0016771569120972139 0.0005799308921276042 0.0042893012602773098 -0.00023412973231936302 0.0012049358171133606 -0.0030435468993349727 0.0013419242678360903 -0.0023470907584394549 0.0007963632880299338 -0.00088517672924894573 0.00045723842063343824 0.0029391122595367964 0.0021902130322845625 -0.0006197938439045839 -0.00015308937222475514 -0.00051821798558526679 0.0023099031386969492 0.0047699845749007638 -0.00098140604460818823 0.0021916942908774394 0.0032479211598894324 0.00027500380341584845 -0.00211840394156367 -0.0020185331613026577 0.0054688641216999716 -0.0016806366935732458 -0.0033461079824213848 0.0032057208404370273 0.021411493555805062 -0.00042496782412834212 0.00018618668107430188
leaf_count=2928 20808 346 3336 2029 3268 15809 1843 24454 5969 10441 3688 2968 2642 94874 6170 2427 1537 110574 5632 4302 7159 4787 4038 588 8621 40 520 101 1280 8752
internal_value=0 0.0485865 -0.0273556 -0.0893318 -0.152011 0.0973539 -0.110452 -0.0124478 -0.0217882 0.0263046 0.0857183 -0.031714 0.0353612 -0.0352749 -0.04658 -0.0754333 0.0650699 -0.0861775 0.118612 0.0950082 0.0283953 -0.0597898 -0.0279042 -0.00239418 -0.0137985 0.0735876 0.536624 1.43224 0.224119 -0.0690637
internal_count=361931 29559 11561 8633 6604 17998 2189 332372 272881 59491 17931 254950 14243 251982 215582 120708 7707 113001 8274 26390 36400 11946 33101 29063 28475 11102 661 141 5582 17373
shrinkage=0.0106698


Tree=2054
num_leaves=31
num_cat=0
split_feature=50 194 1470 56 69 540 1199 357 292 1458 135 447 345 1243 1459 966 219 582 61 911 1113 651 215 764 933 345 947 1325 720 771
split_gain=21.2862 36.4535 20.8986 22.7822 23.3195 22.61 24.5857 23.0073 22.8389 26.327 23.5461 22.2199 21.3719 23.0951 20.6594 25.3294 21.5155 20.4173 25.5309 24.5332 23.6575 25.4459 27.9382 28.3444 27.8162 27.3552 28.4543 24.0726 23.6185 22.8648
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.0000000180025095e-35 -1.0166703874915035 2.2707766433665819 -0.87409374426028807 2.8141068990389884 -0.6579710894808154 -0.21238062798407994 0.62621274563995222 2.1024150564999853 0.64030492599290489 -0.11799727524122013 1.0000000180025095e-35 2.6891860905129055 -0.25515215393601132 2.1384355827858248 3.2658335243644596 -0.15455804272374499 0.52480168423610773 1.1107569744011787 0.19044069661873012 -1.1448866875104242 2.2214874143667376 -0.18003770226783508 3.6025679908205368 2.9460602207251019 -2.3036219035289274 -0.61987343047160015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 7 -7 8 9 -1 12 -6 -11 -14 15 16 -10 18 20 -19 21 22 -2 24 -24 28 -27 -22 -23 -29
right_child=17 -3 3 4 11 6 -8 -9 14 10 -12 -13 13 -15 -16 -17 -18 19 -20 -21 27 25 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0034432417664618967 0.00012400616421831231 -1.3280416147632323e-05 -0.0012801471091670085 -0.0049777703493681068 0.00078547878856321976 0.0098630147752955446 -0.01531045583122222 0.010650276368865988 0.0049104574581467835 -0.001438447587960871 0.012082520264393973 0.01018542943917088 0.019372093709786802 -0.0098661137448478181 -0.0022036055861019673 0.025974861680991113 -0.0020359466111873194 0.00030641921122938137 -0.0032533829508973365 -0.0018610998349002025 -0.00039579039315523848 0.020528796450318423 -0.0016526634578495785 0.0010769357087501623 0.0057788695397798864 0.00063333511519363594 -0.0087989878944114489 -0.00082050862177156431 -0.0016874831500191553 0.010939782244830856
leaf_count=277 64914 90336 63662 774 5539 26 113 135 589 275 285 199 65 32 1677 25 540 6310 1678 7171 45851 24 4544 48972 330 8588 219 217 8351 213
internal_value=0 -0.0278946 -0.0780231 -0.092429 0.0506564 0.0753315 -0.801977 0.107058 0.0710534 0.382943 0.599067 0.099764 0.211179 1.08682 -0.0264775 0.193339 0.142978 0.00845491 0.0147289 -0.0738611 0.0170737 0.0312103 0.0428315 0.0786901 -0.0911414 -0.0473654 0.0358691 -0.0288438 -0.138903 0.48831
internal_count=361931 164549 74213 70174 6512 4039 139 3900 3765 934 657 5738 372 97 2831 1154 1129 197382 183901 13481 182223 135942 118760 53846 4874 17182 8807 46281 8375 430
shrinkage=0.0115493


Tree=2055
num_leaves=31
num_cat=0
split_feature=785 728 728 1431 647 590 1237 852 727 923 539 1046 346 1002 660 705 513 815 783 784 1077 576 1321 21 927 854 712 585 1452 1051
split_gain=50.3265 41.9345 36.0862 30.3918 29.8581 68.7443 27.3683 27.1605 31.0185 47.6119 32.7659 28.814 30.2288 30.5519 32.3404 32.0165 29.5016 27.8195 28.4252 27.3485 27.1005 26.9787 27.6197 26.6567 26.7466 28.9018 29.7959 26.6396 26.6373 26.1677
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0099929608726099 -0.87782724458594241 0.58895901036483078 1.4298092310842805 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 0.6695026854463163 -1.56246364468913 2.4847975134223916 -0.32459312438081372 -0.72421686037558375 0.87723755459486374 1.0454229551509682 1.6638054002796892 -1.0732212767954836 0.9594655836162902 4.2406324835638474 0.66546334935299256 -1.1798994846903865 -1.0798509198017876 1.0483613175537825 -0.87473648844905705 1.0000000180025095e-35 1.0000000180025095e-35 3.3900475580725948 3.5926503781727646
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 5 -3 23 8 17 28 29 -9 13 14 15 -13 19 18 -2 -16 -15 -20 -23 -4 25 -25 27 -27 -10 -11
right_child=1 4 6 -5 -6 -7 -8 11 9 10 -12 12 -14 20 16 -17 -18 -19 21 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00014224954947854963 -0.00017706392578859713 -6.7664354636092053e-05 -0.00018709070981130226 -7.4864913405459159e-05 -7.9487201047239979e-05 0.0004165149892735236 -0.00014483700998404482 -0.00015293664785397717 -0.00031654837627918115 -8.2890942835965511e-05 3.2888389371299012e-05 7.7022858470586673e-05 -0.00021766952832155147 -4.1122564977387513e-06 -2.6904623858516748e-05 0.00028049243736824028 0.00016550132106643898 -0.00019496537951576971 3.3920746616176639e-05 0.00011927098833277675 -0.00080751331894737116 0.00074666412663475538 0.00016679697066317411 0.00029762669398881504 0.00028557803204471869 8.5167479789051296e-05 0.0001188321643211963 -0.0001520280046241399 0.00081955101671424974 0.00073823150737810394
leaf_count=3396 2299 4821 1200 35150 93730 1384 1877 4823 3650 40237 12498 9469 2425 61825 25009 3677 4296 1826 15754 5768 171 315 3035 2045 2888 2973 11943 3237 68 142
internal_value=0 -0.0319805 0.0610373 -0.0168892 -0.0771136 0.0789388 0.086431 -0.00711921 -0.0403866 -0.070111 -0.0525638 0.0131398 0.0193458 0.024062 0.0655976 0.153985 0.0295693 0.0280295 0.0523514 0.00349347 -0.00683 0.079193 0.252332 0.105465 0.121214 0.0950413 0.0683578 -0.0437592 -0.325292 -0.08932
internal_count=361931 332372 29559 232437 99935 6205 26163 197287 79824 56595 52877 117463 112640 110215 48219 13146 35073 23229 21403 30777 61996 19104 3350 24286 23086 20198 18153 6210 3718 40379
shrinkage=0.000887971


Tree=2056
num_leaves=31
num_cat=0
split_feature=785 727 332 395 471 1065 203 12 651 712 232 1449 1430 285 1030 1181 1243 1012 1299 1007 506 1002 372 332 1230 1465 651 346 905 77
split_gain=52.1233 35.499 33.8544 65.9842 40.8602 47.9997 34.1185 30.5796 30.5061 27.9915 27.6866 27.4879 28.036 25.697 25.3592 25.3434 25.2975 25.2117 25.1287 23.7114 23.4403 24.054 26.6974 26.3008 27.1589 26.655 25.132 24.1248 23.3868 23.0909
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.59727736220901595 1.1107569744011787 -0.63779424894106762 0.92584771804271815 0.74561756370782817 4.2254883379486126 -1.1152437199248966 0.99422031274767553 -0.59467284272644005 1.473013388195284 1.4711245761114824 6.2176215555430128 -0.58509654268748301 -0.86624783496930458 0.69854289147193727 -0.89164644713046382 0.65944866827063242 2.3457019632811744 -0.094677245688818093 1.1107569744011787 -0.11861528453803076 1.0727613779984251 1.5029597294391763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 3 6 16 7 9 -6 17 15 20 12 18 -13 29 -2 -4 -7 -11 -10 -9 22 -22 -24 27 -26 -23 -25 -1 -3
right_child=2 14 4 -5 5 8 -8 10 19 11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 21 26 23 24 25 -27 -28 -29 -30 -31
leaf_value=-5.1113812003725981e-05 -0.00017623253945140443 0.00011941842020895777 -2.3541245267249571e-05 -1.9702829340906627e-05 -4.3478263954264498e-05 -7.8158364791181846e-05 -0.00023438329503910955 -0.00014073303039726983 0.00012410587898720955 -0.00015611934445928325 -5.6848324018415433e-05 0.00048539913728615317 0.00081971253234045622 -2.7054594312203616e-05 -0.00018206486845691094 0.00010611281364029993 -0.00012917227913898489 0.00053381923912111445 0.00089163252848091176 -0.00048281741140753279 0.00034057979954290685 4.5440887945099947e-05 6.3245287845194222e-05 0.00031592868107693892 -0.00034788125025783954 0.00025513531551455256 -0.00037198445111740771 9.5252827746367694e-05 0.00020132024906653948 0.00043273542538516216
leaf_count=11025 2450 14898 115614 82513 9440 4692 20329 1328 262 38224 4378 514 97 6141 997 5424 12354 257 70 1122 2228 3512 12490 4671 575 423 604 2660 1526 1113
internal_value=0 0.0629084 -0.0319226 -0.0602817 -0.0124574 0.036974 -0.12814 0.062768 -0.125477 -0.0982922 0.0909333 -0.127717 -0.159031 0.018784 0.12923 0.0310432 -0.0351868 -0.052018 -0.164459 -0.390052 0.114014 0.126892 0.152833 0.130395 0.21543 -0.0910351 -0.0153674 0.257542 -0.0207118 0.151002
internal_count=361931 29559 332372 155762 176610 48642 73249 42309 6333 52920 32869 45046 38391 6655 17008 7874 127968 4949 38294 1384 28491 27163 23047 20819 8329 998 4116 7331 12551 16011
shrinkage=0.000923845


Tree=2057
num_leaves=31
num_cat=0
split_feature=733 1312 639 701 1252 1048 407 1467 910 128 789 381 1087 869 1154 332 797 1436 858 494 773 1164 1249 1392 585 1250 567 775 363 1457
split_gain=21.1295 22.8226 23.1941 25.3833 23.0557 22.6531 22.5738 30.3377 25.587 24.5966 24.5301 29.2835 28.1903 26.9958 28.2419 45.0219 33.7861 28.1199 27.3654 24.8578 24.8782 24.73 24.6286 25.3146 23.923 24.4063 22.9914 22.9529 26.5664 23.8925
threshold=1.0000000180025095e-35 0.31519285594324048 -0.40983288672665813 1.9575611953387506 -1.5812070035321437 -1.0627241715616391 1.1525960706297351 1.4133641467104867 0.99064191775201949 2.8224158231388636 1.1248358748350926 1.0000000180025095e-35 4.1936450872564981 -0.57653763495970078 1.0000000180025095e-35 0.65944866827063242 0.63961785378869596 1.0000000180025095e-35 1.0825608069246189 -2.0547914257465751 0.92702874314385986 1.0000000180025095e-35 -0.15113359438862353 2.7089904662491646 2.0782366093966074 -0.024819980484394589 2.1216832779645469 -0.27222467707295889 0.86082080199664757 0.02373205303704019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1 9 8 -8 10 13 -12 -13 -7 15 17 19 22 -18 -16 26 24 23 -15 -19 -26 -21 -17 29 -29
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 11 12 -14 14 16 27 18 21 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0006307498072427658 -0.0066477334610644144 -0.0013336895371600091 -0.00055307409189826317 -0.005485616684449455 0.00064933134659783242 0.00080875038433183947 -0.00065006756333051054 0.0024610680406018737 -0.0033218821847384307 -0.0024943796707071072 6.4054578616660709e-05 -0.0016863349614137859 0.023218457599053423 -0.00071845943561237393 -0.0043629408562795794 -0.00025917804149069715 -0.00014718827403137843 -5.1597952470289719e-05 -0.0028080567755912624 0.00073553335160391213 -0.00073349392754807621 -0.0021266774202305431 -0.0021741882377775239 0.005897891041025503 -0.00021901429465731717 0.0067987607021871626 0.0037504093916498221 0.001057697548116712 -0.0015418134935016924 0.0036271542771899312
leaf_count=36747 388 21882 29516 870 19111 40968 14185 1434 2691 2708 17733 8977 23 14979 716 6368 12118 27830 2720 62091 6499 4287 14977 410 594 601 1321 4886 1383 2918
internal_value=0 -0.0472063 -0.0190972 -0.0629133 0.0483476 0.0011482 0.00799652 -0.069051 -0.0981274 0.0138382 0.016009 -0.0468673 -0.148345 0.0244521 0.0111611 -0.0222675 0.0374284 -0.0545627 -0.0576493 0.0571583 0.0607967 -0.0125241 -0.117323 -0.0474564 0.00866134 0.320714 0.073911 0.0762368 0.14189 0.186295
internal_count=361931 71767 49885 30386 19499 290164 253417 18310 16876 235107 232399 26733 9000 205666 164698 79233 85465 63678 14838 70627 69911 33312 30366 15389 29025 1195 63412 15555 9187 7804
shrinkage=0.0108832


Tree=2058
num_leaves=31
num_cat=0
split_feature=728 813 659 693 705 885 832 763 1470 363 1468 1454 557 1169 503 710 694 601 1468 152 755 984 1179 639 147 213 1452 355 1470 704
split_gain=21.2224 22.272 22.0249 21.2271 26.9884 28.958 25.3431 26.5599 23.0561 26.3274 25.4192 56.3884 25.4581 24.9299 22.9885 22.8212 25.031 22.59 21.6615 21.4881 21.4529 27.1131 23.0897 21.3898 24.4296 23.6368 24.9288 23.9904 23.7742 22.9574
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.62821384419828064 -0.31170898610154357 0.89865194425476724 1.6290983814687661 0.87585516569338628 2.3356415210353689 0.28143045329286537 -0.64202519594978591 0.90889364240410331 -0.90309121467478037 2.5975192340023416 0.77241039982938642 -0.12800861567641147 2.2276597626323835 1.2615335103024639 1.2182338416547627 3.2937191260639342 -1.1004658983656992 -0.35097133248099494 2.5162328651570536 -0.098147353270467821 1.2905360745694356 2.0772511123220396 -1.3901114593260184 0.039474337618497217 -0.61140225667074877 1.3024667090820021 0.092564175700876841
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 17 8 6 7 -6 9 20 12 13 15 -12 19 -10 -17 23 -13 -7 -5 -22 -23 25 -25 -1 27 -27 -28 -30
right_child=1 -3 -4 4 5 14 -8 -9 10 -11 11 18 -14 -15 -16 16 -18 -19 -20 -21 21 22 -24 24 -26 26 28 -29 29 -31
leaf_value=-0.0022553212152537014 -0.00088067888915928795 -8.9457635129746845e-05 -0.00047138883721649431 0.0016608985075138706 0.0012533716244108671 0.010772404408585325 -0.00069449418689542745 0.0054075355519518364 -0.00063667646455335724 0.00010547314838867468 0.0077230834264983925 0.0011201786738272216 -0.006368247057891247 0.024041554847453257 0.0014797025399203628 0.0086820465463477541 -0.00033354115322592768 -0.0013020233639021465 -0.0094141477587024857 -0.0025771084981128338 -0.0011877810941515537 -0.0082113596382587285 0.011819176261006339 -0.0010335391123196618 -0.0080862378014592128 0.00062355880572298147 0.00063682080338486673 -0.00063017900683532985 0.0055566564958695885 -0.0013067645091252283
leaf_count=3096 47070 62020 41024 11782 24867 63 3930 823 28635 47968 171 2443 506 57 1259 256 405 11366 110 2434 3136 64 162 7384 418 13919 19941 25244 1015 363
internal_value=0 -0.0366218 0.00416971 0.0133663 0.0305212 0.0832603 0.106707 0.130301 0.0111303 0.0354718 -0.0379577 0.16294 -0.0577386 1.12448 -0.0908208 -0.0496291 0.346519 -0.0163661 0.0606593 -0.209763 0.11524 -0.0541654 0.73183 -0.00232541 -0.128794 0.0102582 0.0189825 -0.0158793 0.0797812 0.355779
internal_count=361931 109090 252841 211817 129071 33376 29620 25690 95695 63112 32583 2781 29802 228 3756 29296 661 82746 2553 2497 15144 3362 226 71380 7802 63578 60482 39163 21319 1378
shrinkage=0.0106698


Tree=2059
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 727 728 340 12 739 651 1243 77 232 340 971 1470 1465 1012 1458 1449 1467 552 1044 1029 905 1007 706 736 78
split_gain=59.6938 43.2994 82.0099 40.5283 47.745 37.6196 37.2127 36.5671 32.4641 32.1393 31.5964 27.5285 27.3788 27.2622 27.1062 30.4828 25.928 25.3939 24.7756 24.7426 27.7292 26.08 24.2513 24.1546 24.4781 23.9715 23.738 23.6955 25.1454 24.3078
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0000000180025095e-35 -0.49008176997875957 1.8162821653890682 -0.59727736220901595 1.0000000180025095e-35 1.1107569744011787 1.473013388195284 1.5029597294391763 0.92584771804271815 1.3931997016493665 -0.69531282290665342 -1.3545928909252491 -0.51923091368911811 1.4711245761114824 -0.23643646033011245 0.15253467723479217 0.060492031153216698 1.1824313109338676 0.94529529889419173 1.0000000180025095e-35 1.0727613779984251 -0.58509654268748301 -0.3535015761321067 1.0000000180025095e-35 0.47115910464844296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 11 8 25 -2 9 -5 23 18 -3 14 -10 15 -7 -17 19 -6 20 21 22 -18 24 -8 -1 -12 -4 -29 -30
right_child=1 3 27 4 10 12 7 -9 13 -11 26 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-5.1587656287640151e-05 -2.0230833861972504e-05 -2.507381168251114e-05 1.9823747247051487e-05 -4.8231880481369068e-05 -7.7437787508678179e-05 -9.3804462779821326e-05 -0.0001143277167994551 -0.00043767490220563771 0.00010088031105781072 -0.00023446899639902936 0.00011519875708636925 -0.00013273768766497963 0.00042065088366952715 -5.6551550393191236e-05 -0.00019298652224686064 -0.0013428249310465895 -0.0005547947799198268 0.00022615931136372956 0.00051594170784350539 0.00018975620607722214 0.00023705206262621652 0.00014454923457892966 0.00032007140891050513 -0.00028227956070437114 5.9040018409563395e-05 0.0001986374397363159 -0.00047923930118490499 -1.9239106546794353e-05 -7.0404596284789542e-05 -0.00025113490656510106
leaf_count=11025 12852 115614 30816 9440 4692 2118 22800 4809 28491 21778 262 12354 1173 4378 1085 44 868 8478 257 2068 632 408 134 4807 6203 1526 1122 32414 13849 5434
internal_value=0 -0.0371979 -0.0691156 -0.0152169 0.0339054 0.0639844 -0.144118 -0.177218 0.0595549 -0.160756 -0.127854 -0.0377918 0.131928 0.088529 0.109036 0.134042 0.175124 0.180998 -0.0532319 0.0416757 -0.126583 -0.289793 -0.478183 -0.113201 -0.0869671 -0.022005 -0.396699 -0.0256723 -0.0569334 -0.130194
internal_count=361931 332372 155762 176610 48642 29559 73249 60397 42309 55588 6333 127968 17008 32869 15835 14750 12632 12588 4949 4110 2042 1410 1002 33810 29003 12551 1384 82513 51697 19283
shrinkage=0.000905731


Tree=2060
num_leaves=31
num_cat=0
split_feature=785 728 727 784 1022 1016 921 647 590 405 77 859 747 971 340 1470 846 913 146 20 567 677 521 905 85 73 912 783 632 1087
split_gain=52.2537 42.4454 35.4343 33.3855 37 36.2864 35.4131 30.8073 74.3644 27.0757 27.2893 26.8818 26.5781 25.8587 32.9355 25.6699 25.4533 24.8869 24.5763 28.7602 24.0639 24.1935 27.8226 23.8709 23.7791 23.741 29.5067 25.9277 24.1398 24.9695
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.87782724458594241 0.58895901036483078 3.5736363738346935 1.5029597294391763 -0.98545034728205338 6.1031850957970919 -0.69531282290665342 1.3931997016493665 -1.3545928909252491 -0.53268848306471728 -1.0282579537198486 2.888475460910541 -0.37168563270387045 -1.7658299547505127 1.0000000180025095e-35 1.0000000180025095e-35 1.0727613779984251 -1.3274107148674466 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 23 4 5 12 -5 8 -3 10 13 -8 20 -4 15 -15 -9 24 -18 -20 -2 -22 -23 -1 -7 27 -27 -19 -29 -30
right_child=1 7 9 6 -6 17 11 16 -10 -11 -12 -13 -14 14 -16 -17 18 25 19 -21 21 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-5.0267178892226314e-05 -0.00050732899384159163 -7.2499163309306411e-05 -8.1986681385627945e-05 6.6474211242242427e-06 -3.6276207815210533e-06 0.00019825760791758882 0.00042467701347153355 -2.7621167081916979e-05 0.00044153762493190449 -0.00083531152224701043 0.00042666217467262181 0.00010425345351338823 0.00055935037762180038 -0.001331371264599506 -0.0002505155219094765 0.00016738384886077635 -0.00011259168676830857 6.7434874683417877e-05 -0.00026439458649142106 0.0009227284211917908 -0.00015500000584474491 -0.0001248500829988123 0.00011514378870231826 0.00019955363835356791 -0.0002044162584441388 -0.00016467634898561576 0.00042934853521965773 0.0001361146333179538 -7.6876134229059197e-05 0.0016150175095765149
leaf_count=11025 1482 4821 2392 34551 103001 733 1153 29774 1384 126 1163 6442 169 44 771 12512 63616 15948 158 182 31199 5154 3363 1526 5248 6243 350 2759 14607 35
internal_value=0 -0.0319237 0.062909 -0.0167282 -0.0300077 -0.0684103 0.0378419 -0.0773595 0.0811985 0.12906 0.136254 0.166599 -0.131743 0.113331 0.15145 0.178896 -0.0899699 -0.0301105 -0.119956 0.47485 -0.138034 -0.127837 -0.0254682 -0.0205684 -0.17068 -0.0111188 -0.141606 0.0110352 -0.0471983 -0.0805977
internal_count=361931 332372 29559 232437 190291 87290 42146 99935 6205 17008 16882 7595 41367 15719 13327 12556 93730 45923 63956 340 41198 39716 8517 12551 5981 39942 6593 33349 17401 14642
shrinkage=0.000905731


Tree=2061
num_leaves=31
num_cat=0
split_feature=785 181 728 837 277 567 1286 1463 942 854 927 712 854 971 484 145 263 401 402 1464 585 142 974 210 486 1244 1465 1465 1466 1053
split_gain=53.7572 40.7525 34.3343 32.2841 31.9077 32.4679 29.799 30.8355 44.7271 28.287 29.2784 31.4132 27.7913 25.7579 25.7283 27.0632 25.313 24.8428 24.0884 24.9346 23.9081 23.8849 23.8332 23.7108 23.3243 23.2186 23.1893 22.7134 25.7201 22.7974
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.64384972645585192 1.383899167819199 0.92516156521891413 0.78161905918100072 -0.043407658172389896 0.44633743931240322 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 0.6247898780741229 -0.87707289916611197 0.40243943359777712 -1.1507712560729344 1.6445160113075163 2.6445107718578433 2.3072461888407707 0.38951608599244769 1.0000000180025095e-35 -1.1002423157282424 2.7880706324053377 -1.3427873622283644 -1.1599833246511346 -2.0027994516645182 -0.51923091368911811 2.6851373032125321 2.0950462075603755 -0.21942938882199489
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 5 21 14 18 24 -4 11 12 20 -13 27 -16 25 -12 23 -20 -11 22 -5 -8 -9 -3 -15 -2 29 -29
right_child=1 16 9 4 -6 -7 7 8 -10 10 17 13 -14 26 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00014496195114628287 -1.3710345344643371e-05 -0.00070748835382583575 0.00028601229714015665 7.4962274566075203e-05 -0.00025747539518951838 6.870288290625991e-05 -0.000268035793144391 -0.00026192382682591476 0.00025622987245216034 0.0001175827985250143 0.00028913594029661703 -0.00016811571901349765 -0.00032149593981880306 -2.6747630261036901e-06 0.00012736611612657007 -9.3262376998203789e-05 9.6503786523719601e-05 -0.00078403532626753392 -0.00057314407389828705 0.00024169800996985794 -0.00012872093543479015 -9.3338367326961945e-05 0.0012849356126762859 2.1021837240915585e-05 6.2168272725618082e-05 -9.3476132357178017e-05 0.00018695335386944076 0.00021096039319669005 0.00041956211719266026 -0.00018062731766262815
leaf_count=3396 123931 484 2511 3113 4948 8236 1612 1248 5199 2831 2773 1322 1405 3975 2973 33295 3060 139 578 185 3008 42470 58 21587 9753 66276 8199 1309 939 1118
internal_value=0 -0.0339681 0.0621629 -0.0222455 -0.0726651 -0.0570192 -0.00969137 0.0428805 0.114351 0.0869079 0.06425 0.036969 -0.0704157 0.10047 -0.0235719 -0.079665 -0.0904053 0.269937 -0.00770005 -0.377269 -0.0104556 -0.0835131 0.11269 0.00534926 0.0340467 -0.102797 0.132375 -0.00937423 0.160861 0.0419579
internal_count=361931 332372 29559 262552 58825 53877 203727 40162 16200 26163 23652 20740 7244 13496 163565 36268 69820 2912 23962 763 5839 45641 3171 23199 11001 66760 12174 127297 3366 2427
shrinkage=0.000942322


Tree=2062
num_leaves=31
num_cat=0
split_feature=51 911 352 693 576 913 1086 1305 980 1106 1382 1115 217 706 276 970 501 351 8 1313 346 691 280 1042 156 208 21 1469 564 1467
split_gain=21.4735 21.8745 25.5588 24.1223 24.9221 24.4134 22.9838 22.753 22.1281 27.6168 21.634 21.4933 20.8093 23.0149 28.5911 30.0985 22.1444 21.2422 23.2478 21.8822 20.7747 22.0217 20.9408 22.4348 26.1336 25.6296 26.2362 36.6631 34.3835 25.8644
threshold=1.0111847875080273 1.3284833505957887 -1.2023781895496761 -0.038823445884877399 2.1976343896462978 -1.3186734023107731 1.0000000180025095e-35 -0.66537623572488702 1.2695112380217715 -1.296510073971384 -1.4384946576533524 -1.5640157252681888 1.6672939375113349 -1.4589551964669805 -0.83235937337776222 -0.81993930380548041 -0.11800847867739712 0.015298598112557842 2.3952990307620579 -1.0797070972617873 2.2729813834108188 2.2690240148833634 1.4789100365283692 0.93388858682319986 0.55517044832513418 4.2722213581255781 -0.13431221002227373 -1.1492986858044119 -1.2339381319133005 3.8567296589757825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 3 11 6 -5 -6 10 -4 -9 -10 -2 -3 17 14 -14 -16 -17 18 -8 -20 21 22 23 25 -25 26 27 28 -1 -29
right_child=1 2 7 4 5 -7 12 8 9 -11 -12 -13 13 -15 15 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.002673469064910504 -0.0050477397855959267 -0.011746977115378312 -0.0020188405670433893 -0.0003758208147750485 0.017061260007103424 0.0022900150538996476 -0.0020523054007252858 0.00066788764412582075 0.020360583487478406 0.0039864950036278962 -0.00043730462766581007 0.0081836458633091445 -0.012660618760986913 -0.00032808910330552309 0.048059748940146821 0.00039748420196099408 0.026147025209126689 -0.0044200885616588036 0.031854282440467285 0.0040649336372005889 -0.0012051713199228917 -0.0012287715989654432 -0.00069390197831487184 -0.00012867284268151428 -0.0017644647650968254 -0.0037378539238053284 -1.9292321385785506e-07 0.00028408350997381261 0.0019539072800950127 0.0040468188088219319
leaf_count=984 916 44 1619 21716 78 1290 6810 2691 70 489 13509 400 45 1076 21 61 43 3946 23 137 9697 8755 22605 36279 8665 1305 118374 88309 11101 873
internal_value=0 -0.053514 0.093121 -0.0707487 -0.0151288 0.293252 -0.126744 0.0408659 0.158136 0.582858 -0.0640411 0.630412 -0.221715 0.135779 1.07116 1.63269 1.06523 -0.259639 -0.165673 0.699837 -0.000124298 0.0029826 0.00621431 0.0114533 -0.0380857 0.0202666 0.0218225 0.0494723 0.156405 0.0315896
internal_count=361931 54984 5313 49671 23084 1368 26587 4869 3250 559 14425 444 12162 1246 170 125 104 10916 6970 160 306947 297250 288495 265890 44944 220946 219641 101267 12085 89182
shrinkage=0.0104606


Tree=2063
num_leaves=31
num_cat=0
split_feature=785 727 77 971 340 1470 1465 1458 1449 1467 552 493 347 905 415 631 561 444 1312 212 513 205 858 980 1 1450 1174 21 351 828
split_gain=21.4123 23.9042 23.3584 23.7432 29.6153 26.0887 22.9377 23.7149 26.1457 25.8153 24.5067 22.2858 24.3088 21.9431 21.338 21.2163 20.9869 22.8465 22.6674 26.3606 21.3453 24.6203 22.2085 21.4017 21.174 23.0204 21.6789 24.7281 28.8428 26.7518
threshold=-0.86283290253235112 1.0000000180025095e-35 1.5029597294391763 -0.69531282290665342 1.3931997016493665 -1.3545928909252491 -0.51923091368911811 -0.23643646033011245 0.15253467723479217 0.060492031153216698 1.1824313109338676 1.8061828062110108 -0.22309567392275689 1.0727613779984251 -0.11314626892516395 2.8146296254887271 0.31596849172080727 -1.030303753827398 0.35015719381843119 -1.1063541903451692 1.0454229551509682 2.8984225976606797 1.0825608069246189 0.96001919005954639 -0.022906939473197701 -0.59149681175405766 -0.34032049746758147 -0.70163543588998201 -0.13313219491108377 2.3204635349426304
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 14 5 -5 7 8 9 10 -7 15 -13 -1 -3 -8 18 -18 19 -2 24 22 23 -22 -19 -26 -27 28 -28 -30
right_child=16 2 -4 4 -6 6 11 -9 -10 -11 -12 12 -14 -15 -16 -17 17 20 -20 -21 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.00052010197912854487 -0.00080260418449037757 0.00046869662777114534 0.0040352964672913669 -0.014802325221142455 -0.0027528494579176308 -0.0061222730873140944 0.0024399110336815605 0.0017839035615289825 0.0022708644224449437 0.0013878840419715714 0.0033598402026466237 -0.0097153305027509931 0.0013376478438733928 0.0020537253778299233 -0.0035510251373583159 -0.010941257347513595 -0.001635384866216393 -0.00016086392507451753 -0.00041768966276128677 0.00019091925432637309 0.0011372150232756969 0.0049248746787884275 -0.0024160520702852153 -0.0015349125075699791 -0.0020463286457810008 -0.0014939850393362087 -0.00086751373132039702 -0.00077157761705887228 0.0023514193060809618 0.014193392703730351
leaf_count=11025 16534 1478 1173 44 792 868 8052 2068 632 408 134 147 226 1526 933 53 10320 49309 56914 155655 7484 452 1165 1587 9167 8938 2807 8715 3211 114
internal_value=0 0.048775 0.103846 0.0825817 0.119451 0.145982 0.151984 0.018055 -0.148458 -0.307914 -0.497213 0.218325 -0.302408 -0.0201185 -0.113804 0.243114 -0.0124855 -0.04229 -0.000834144 0.0114737 -0.0316936 0.0572499 0.0336069 0.0694014 -0.047002 -0.0991533 -0.0576052 0.00457919 0.138318 0.287521
internal_count=361931 29559 17008 15835 13424 12632 12588 4110 2042 1410 1002 8478 373 12551 2411 8105 332372 103269 229103 172189 92949 10688 10236 9071 82261 32952 23785 14847 6132 3325
shrinkage=0.00966397


Tree=2064
num_leaves=31
num_cat=0
split_feature=785 728 728 647 590 784 1022 921 1016 859 1237 21 585 747 746 913 520 282 1396 1464 85 846 146 20 763 982 628 1256 141 73
split_gain=54.2077 37.3924 33.4273 31.335 73.4045 28.988 36.3093 33.9161 33.8336 27.0811 26.7065 26.5314 26.8645 25.7995 26.1682 25.3852 24.4634 24.0752 25.7939 23.7478 23.4344 23.3263 25.3036 29.0217 23.8635 23.2786 23.277 23.6036 23.0809 23.0802
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.98545034728205338 1.4298092310842805 -1.0798509198017876 1.0000000180025095e-35 6.1031850957970919 1.0000000180025095e-35 -1.0282579537198486 1.5103007336851382 -0.94278280720258245 -0.22066983381662078 -0.10146673164146425 -1.3274107148674466 -0.53268848306471728 2.888475460910541 -0.37168563270387045 0.35720372001585082 1.7621802667917166 2.5110968865152525 -0.20575507294683235 1.5322441354182872 0.92727673172575076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 6 8 -7 13 -9 11 19 26 14 17 20 -16 -2 -19 -4 -10 -5 -23 -24 -25 -11 27 -13 -12 -17
right_child=1 3 10 21 -6 7 -8 9 15 25 28 12 -14 -15 16 29 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001321575993523762 -0.00034966417742855846 -6.6534369033498174e-05 -0.00044062162223609808 -2.693394716859513e-05 0.00043452357022251951 3.0233046566086286e-06 -3.7540452502847843e-06 0.00041109643804441466 0.00018946124665537707 0.00011832522298301969 -0.00020125328797430573 9.3418901165349163e-05 4.8712617047305298e-05 0.00054044377157793353 -6.9705453751613822e-05 8.8136690273051322e-06 0.00023764180093045561 -4.4615196575831363e-05 -0.00019442616826899752 0.00010396256005454563 -0.00020217241483908328 -0.00010695815154411808 -0.00025151582961875863 0.00038683818930895997 0.0017980628122496352 -0.00045128618219506672 -0.00072253487644514903 0.00027021012148911283 0.00059254557752713352 -0.00012485409058738862
leaf_count=3396 5009 4821 654 29774 1384 34551 103001 1153 733 6164 1749 5062 12278 169 6267 33349 1053 11935 16934 546 5248 63616 158 122 60 278 103 5643 128 6593
internal_value=0 -0.0318605 0.0647441 -0.0745541 0.0855096 -0.0176067 -0.029984 0.0332342 -0.0680366 0.1593 0.0891423 0.107921 0.123624 -0.129259 -0.135471 -0.0310808 -0.0172531 -0.175127 -0.148784 -0.207864 -0.173033 -0.087283 -0.116032 0.488686 1.03599 0.107622 0.20027 0.209794 -0.157878 -0.0119035
internal_count=361931 332372 29559 99935 6205 232437 190291 42146 87290 7595 26163 24286 23086 41367 41198 45923 7320 33878 28869 1200 5981 93730 63956 340 182 6442 10808 10705 1877 39942
shrinkage=0.000887971


Tree=2065
num_leaves=31
num_cat=0
split_feature=785 728 727 784 1022 921 1016 647 590 747 859 405 77 971 340 1470 913 746 520 566 715 282 1396 846 146 20 927 854 653 727
split_gain=68.0744 41.5314 36.4365 33.0039 35.6951 34.8087 32.3446 30.3249 70.0214 28.0086 27.6725 26.8226 25.7062 25.2964 30.0383 25.1696 25.1389 24.5237 24.7364 24.3253 24.9368 24.0128 26.1354 23.8976 24.2316 28.4302 23.8542 24.409 26.2112 25.9232
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 6.1031850957970919 -0.98545034728205338 3.5736363738346935 1.5029597294391763 -0.69531282290665342 1.3931997016493665 -1.3545928909252491 -1.0282579537198486 1.0000000180025095e-35 1.5103007336851382 2.2401583428922476 1.0000000180025095e-35 -0.94278280720258245 -0.22066983381662078 -0.53268848306471728 2.888475460910541 -0.37168563270387045 1.0483613175537825 -0.87473648844905705 1.4216543509230546 -1.1275738623161491
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 26 4 6 -5 9 8 -3 17 -7 12 13 -4 15 -15 -8 21 -19 -6 -21 -2 -23 -9 -25 -26 27 29 -29 -1
right_child=1 7 11 5 19 10 16 23 -10 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00036866561677395662 -0.00035048126083134381 -7.1445923468383622e-05 -6.8914089422042116e-05 2.401348590305892e-06 -1.6220007685538899e-05 0.00041456113129550212 -0.0001572249323181197 -3.2108661395096702e-05 0.00041686709701208767 0.00056626188166126351 9.6118396005538654e-05 -0.0008056797585472245 0.00041749171057121654 -0.001280750100574334 -0.00021946184355776678 0.00017142043359938167 -1.5092650776961578e-05 -7.5948640070950328e-05 0.00023261160757224395 -9.8187247562830154e-05 0.00015931601141569711 -4.5626214481899966e-05 -0.00019615031655154366 -0.00011278483321556804 -0.0002613957567742987 0.00089442160928561584 0.00021419948539447295 -0.00010371097498977549 0.00020705052776597425 0.00034818390780396634
leaf_count=268 5009 4821 2392 34551 96097 1153 5981 29774 1384 169 6442 126 1163 44 771 12512 39942 6267 1053 1817 5087 11935 16934 63616 158 182 1345 9004 1063 871
internal_value=0 -0.0363108 0.0717286 -0.0212982 -0.0344823 0.0328935 -0.0721407 -0.0811857 0.0759579 -0.131877 0.160451 0.138571 0.145697 0.123532 0.16112 0.187218 -0.0360557 -0.138318 -0.0241663 -0.00897081 0.109176 -0.176655 -0.150402 -0.0936729 -0.122697 0.467224 -0.0128982 -0.0459213 -0.0795896 0.242272
internal_count=361931 332372 29559 232437 190291 42146 87290 99935 6205 41367 7595 17008 16882 15719 13327 12556 45923 41198 7320 103001 6904 33878 28869 93730 63956 340 12551 11206 10067 1139
shrinkage=0.000887971


Tree=2066
num_leaves=31
num_cat=0
split_feature=785 728 727 784 1022 921 1016 647 590 859 747 746 1030 913 1145 848 520 282 1396 73 912 783 1456 85 65 982 632 1087 927 11
split_gain=60.8127 43.5002 35.6873 33.2724 36.7564 34.8919 33.574 29.7519 70.0996 27.7415 27.1988 28.084 26.3059 25.6021 24.5788 29.232 24.3003 24.2789 25.6952 24.0206 29.4128 24.1453 23.9846 23.7118 23.6247 23.5411 23.4324 24.3744 23.3962 23.985
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 6.1031850957970919 1.0000000180025095e-35 0.99422031274767553 -1.0282579537198486 1.0000000180025095e-35 -0.82222713980545581 1.5103007336851382 -0.94278280720258245 -0.22066983381662078 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 3.742879312526544 -1.3274107148674466 0.77605621623814935 1.7621802667917166 -0.8759528342717533 4.1936450872564981 1.0483613175537825 -0.42129106556329554
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 28 4 6 -5 10 8 -3 -7 11 17 -4 23 15 -9 -13 -2 22 21 -21 -15 -19 -8 -22 -11 -23 -28 29 -1
right_child=1 7 12 5 -6 9 13 14 -10 25 -12 16 -14 19 -16 -17 -18 18 -20 20 24 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00017270315834420951 -0.00036829707797762703 -7.6230059624764754e-05 0.00014283936920451165 3.4271788116133089e-06 -7.2212630514893535e-06 0.00043231059418964799 0.00019454823363150074 5.0677235178552051e-05 0.00043161228091772149 0.00012472707918336095 0.00057692855973936997 -7.1703706653995398e-05 -0.00018399236667462264 6.226599430267523e-05 -0.00014192059695835893 -8.3565688191510076e-05 0.0002466268698514025 -7.1052349153459112e-05 -0.00020636283934617479 -0.0001726046394482443 0.00073556686414298286 0.00013337276181584113 0.00061180643437464346 -0.00021445003661809171 -0.00047047613390153108 -0.00047028324961591127 -8.0243763720010814e-05 0.0016174393750618262 0.00021647980036615573 1.8046616008465899e-05
leaf_count=3929 5009 4821 16011 34551 103001 1153 733 9544 1384 6164 169 6267 997 15948 33755 50431 1053 11693 16934 6243 240 2759 242 5248 110 278 14607 35 1345 7277
internal_value=0 -0.0358187 0.0663068 -0.02046 -0.0336885 0.0339285 -0.0718817 -0.0817046 0.0737766 0.16155 -0.132686 -0.139033 0.132547 -0.0351246 -0.0940668 -0.0652833 -0.0166975 -0.179935 -0.153545 -0.0158935 -0.146799 0.00635654 -0.0555064 -0.177321 0.466423 0.109279 -0.049759 -0.0826256 -0.0173635 -0.0500353
internal_count=361931 332372 29559 232437 190291 42146 87290 99935 6205 7595 41367 41198 17008 45923 93730 59975 7320 33878 28869 39942 6593 33349 11935 5981 350 6442 17401 14642 12551 11206
shrinkage=0.000923845


Tree=2067
num_leaves=31
num_cat=0
split_feature=815 1154 774 1436 885 281 969 71 498 766 426 995 1092 1043 980 86 784 1085 481 1292 1035 956 1460 1315 1450 629 746 1450 51 1458
split_gain=21.9067 49.8889 34.5731 29.1247 27.4007 26.6887 26.1052 24.7792 28.0448 28.1587 29.1998 25.1192 24.2071 38.5678 26.7425 25.7105 25.1962 25.5606 28.9697 25.1818 25.9366 25.3679 24.5879 24.6688 25.8444 24.2463 23.5039 23.0599 24.3549 22.9516
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3334097757711572 1.0000000180025095e-35 6.1053019920877674 -1.1363783286532996 1.688630563996478 -1.7009160893421431 -0.35424418485251591 1.7023075306669286 -0.84718451583400844 1.0000000180025095e-35 1.0127093791323547 1.0092399748889116 1.0251754106831727 -0.56250987869016056 1.0000000180025095e-35 0.65345832377966362 0.77880964072084458 0.56160999478305407 2.4254076492060714 1.8798048064557757 0.085279704578113361 -1.1404659382800315 -0.40458312552186665 0.077537335966038012 2.6418189434053163 3.2607042407486069 1.8613588887694643 -0.72983201679721443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -5 27 8 -4 -10 -11 -9 16 14 22 -15 -2 18 -18 -19 21 -21 26 -24 -25 -26 -14 28 -7 -3
right_child=12 29 3 5 -6 6 -8 11 9 10 -12 -13 13 15 -16 -17 17 19 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0032390351344391689 0.00022893072717151318 0.00085772178553417317 -0.003650030816362026 -0.0035647618262577567 0.0073750115354751129 -6.4517513329934552e-06 0.0032552151403040233 -0.00075721318044455195 0.006693763453301119 0.058979678835117379 0.0083170331966909081 -0.002140389820872301 0.0011082143837577206 -0.0033951348982899513 -0.00053916416044126299 0.00016795887005521053 -0.00031592453900490742 -0.0033713769378984162 0.0012573135546931505 -0.0010763995368393055 0.0059956000992242315 0.0045099037655777644 -0.0092855386633998258 0.0012343629765592321 0.0025852318599020561 0.0069981007726326559 -0.0039792577929211159 0.006841862180061266 -0.0048984039068607349 -0.00013014388132209345
leaf_count=6791 92579 16587 398 1837 143 20024 1424 27025 400 20 26 21582 12755 1558 4067 2292 49002 2411 6474 14696 298 453 88 2002 1296 977 431 232 996 73067
internal_value=0 -0.0287324 -0.0815571 -0.0676509 -0.111141 -0.00246705 0.0167203 -0.116589 0.43798 0.886136 3.14314 -0.123888 0.00798764 0.0661957 0.100064 -0.122504 -0.00271753 -0.0339285 -0.00960483 -0.106582 -0.0744032 -0.0870904 0.13454 0.266684 0.286987 0.434846 0.0899031 -0.00606483 -0.0157378 0.00508607
internal_count=361931 170552 80898 74107 49594 24513 22676 49451 844 446 46 48607 191379 25466 21616 3850 165913 73334 55476 17858 15447 15149 17549 4363 4275 2273 13186 21252 21020 89654
shrinkage=0.0104606


Tree=2068
num_leaves=31
num_cat=0
split_feature=785 728 727 647 590 1080 1022 1016 1010 567 471 139 1470 493 706 509 129 405 13 624 908 77 846 146 20 146 1278 341 150 421
split_gain=58.8364 41.8033 36.4621 31.9143 72.9359 31.2642 32.4025 33.845 33.086 32.6973 29.4893 27.5124 27.3407 29.8256 31.2675 28.8145 28.5536 27.3148 26.421 30.4137 25.6807 25.3847 25.2365 24.9219 28.7073 24.9019 24.8772 27.3531 24.8416 26.3014
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.9615424434015647 -0.64024826449968064 2.9395468797111257 1.9109618506219268 -1.2599794927054064 -0.379433800897165 -0.58236502096706111 -0.37731140836110016 1.0000000180025095e-35 3.5736363738346935 -0.29753458103737934 0.13658222630678282 2.6300269735309612 1.5029597294391763 -0.53268848306471728 2.888475460910541 -0.37168563270387045 1.1278371694618909 -0.32715411899638508 1.6369401821412268 -0.45926076786608272 -0.84152664031876678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 6 7 8 9 20 -7 28 16 14 -14 -16 18 21 -11 -20 -2 26 -5 -24 -25 -18 -4 -28 -8 -30
right_child=1 3 17 22 -6 10 11 -9 -10 12 -12 -13 13 -15 15 -17 25 -19 19 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-1.9542350751126579e-05 -0.00029729555549002458 -7.6527123197052936e-05 2.0024311095784919e-05 -3.3596059244101034e-05 0.00046298951815117721 0.00011625313587459827 -3.6565834397499505e-05 -2.4383023838099175e-05 9.2414227048398162e-05 -0.00023629130028070684 -0.00084753645705621815 -0.0001474906352538127 0.00013296355181605172 -0.00018758915140238997 -0.00024550658907133922 3.2211849192308974e-05 0.00062018537427766364 -0.00088641551526965332 3.7521610650596138e-05 0.00084558517133862226 0.00059663397429184117 0.00044389793558877237 -0.00012323724121530587 -0.00027967022335894607 0.00097843124577928569 0.0028253422697483289 0.00022368774459929601 -0.00018705136580915002 0.00010593673240516237 6.795276142048618e-06
leaf_count=12551 10917 4821 6956 29774 1384 7801 45620 54880 3261 819 135 6214 4274 19162 4909 4175 184 126 708 295 220 1163 63616 158 182 26 8005 758 13074 55763
internal_value=0 -0.0362643 0.0642536 -0.0812591 0.0799466 -0.0212041 -0.0265611 -0.0589653 -0.11433 -0.137206 0.105064 -0.00400865 -0.101666 -0.122503 -0.0339036 -0.120868 0.160721 0.131292 0.0778882 0.319338 -0.285642 0.13852 -0.094056 -0.123848 0.474867 1.09768 0.116482 0.194462 0.00303335 0.0272559
internal_count=361931 332372 29559 99935 6205 232437 224501 103830 48950 45689 7936 120671 34552 32520 13358 9084 2032 17008 1822 1003 11137 16882 93730 63956 340 210 15719 8763 114457 68837
shrinkage=0.000961169


Tree=2069
num_leaves=31
num_cat=0
split_feature=785 181 1096 837 567 1286 8 1463 942 59 1428 428 1429 678 405 263 1467 139 585 845 1452 905 903 1389 264 1244 317 402 1464 444
split_gain=44.8867 37.0562 29.6384 29.3508 32.2864 28.9622 31.0808 33.6777 40.5374 25.0266 25.1037 26.0484 25.9386 24.7737 24.4565 24.4247 24.1687 25.3164 24.0426 24.7615 25.5296 24.118 23.5747 23.4208 23.3225 23.2367 23.2077 23.1632 24.7101 23.0758
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.64384972645585192 0.98191358321475442 0.78161905918100072 -1.3201780167189929 -0.043407658172389896 0.44633743931240322 1.7621890616334766 1.0000000180025095e-35 2.5310413608489593 1.13172262110474 2.9016603484412591 3.5736363738346935 1.6445160113075163 -0.41259912630364309 -1.0330013613250195 1.0000000180025095e-35 1.6673944371136227 1.434259801303694 -0.90865795044230568 -1.558558972193381 1.5033496592295421 1.0000000180025095e-35 -2.0027994516645182 1.0000000180025095e-35 2.3072461888407707 0.38951608599244769 -1.030303753827398
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 14 5 29 9 -7 27 16 10 11 -2 13 26 18 25 17 -9 -1 20 21 -20 -14 -11 -19 -3 -12 -8 -29 -5
right_child=1 15 -4 4 -6 6 7 8 -10 23 12 -13 22 -15 -16 -17 -18 24 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00017350833354966234 -5.4731813889863133e-06 -0.00071951346579150017 -5.4088190861476859e-05 -0.00027037812944247946 5.7862704003872833e-05 -0.00020648520872365101 1.4685012764868905e-05 0.00077031906473198821 0.00027514523451873724 -0.0001046842088344615 2.0936709533446788e-06 0.00019707523075640962 0.0005851676050844727 -0.0004381352153881905 -0.00079559106300640067 9.8617497131254451e-05 -3.114094786298766e-05 -7.5287949580040995e-05 -0.00028300157262455488 0.00039390165463191817 -0.00040151867428021371 6.547112870442068e-05 -0.00024522842027511972 -0.00051711806004231162 0.00025659780635533305 -9.1916736407006154e-05 -0.00011466812082350445 -0.00057075178976933282 0.00025793645243054751 -7.6957554374129585e-05
leaf_count=9627 108096 484 8295 4473 8329 2580 21683 268 4928 8409 24464 2540 186 679 149 3060 6130 1569 922 724 622 9220 5096 969 2248 66276 13126 571 185 46023
internal_value=0 -0.0331331 0.0548422 -0.0219506 -0.0700998 -0.00997702 0.0418882 0.0561028 0.132957 -0.0236732 -0.01741 -2.81559e-05 -0.0644513 -0.0448192 0.0964952 -0.087041 0.0538162 0.18103 0.102176 0.0358822 0.00947312 0.0349888 -0.223953 -0.147558 0.135189 -0.0992366 -0.0366472 0.00180638 -0.361748 -0.0945387
internal_count=361931 332372 29559 262552 58825 203727 40162 37582 15143 163565 154187 110636 43551 38269 21264 69820 10215 4085 21115 11488 10764 10142 5282 9378 3817 66760 37590 22439 756 50496
shrinkage=0.000961169


Tree=2070
num_leaves=31
num_cat=0
split_feature=681 1465 1458 557 83 119 1110 882 786 634 1039 1259 528 623 696 425 150 1121 683 287 359 138 1358 697 981 1030 77 884 83 843
split_gain=22.3797 25.8244 31.5992 27.2673 24.9545 25.9669 24.8819 24.5829 24.5603 24.4453 23.8174 23.6016 23.2262 22.4526 24.8799 22.1109 21.9344 25.3296 24.6303 27.3368 24.7198 23.8621 21.5846 31.7556 29.8226 29.3362 30.7633 27.3639 25.2603 28.8687
threshold=1.0000000180025095e-35 -0.62392803878906389 3.0919731056735245 -0.25618511716043801 1.7782140315227712 1.4918152506281495 0.7115638164736201 2.1621367426492752 1.0000000180025095e-35 0.014686606845762165 0.89554565218339888 3.0329523446833471 0.46114165859435363 2.4730844549491207 -1.1700770749350211 -0.16413884526544997 -0.33964643120406152 1.1369305588752474 0.4759180559620711 -0.54846606507340934 -0.45837806891648364 0.38857623380278167 0.48172645892998917 1.5860295084849245 1.7060327193526743 3.1318079529964766 -1.9108280913786706 2.6430705755191135 -0.92036929128540057 2.539957888746601
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 4 3 7 5 12 10 9 -7 -3 11 -5 -2 22 -15 16 -11 -18 19 -19 -21 -22 23 25 27 28 -27 -24 -1 -30
right_child=1 2 -4 6 -6 8 -8 -9 -10 15 -12 -13 -14 14 -16 -17 17 18 -20 20 21 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00074997466098218092 -0.0032616775026935098 -0.0025254822622475478 0.0062218629951001888 0.0014767377394547226 0.002658284282441675 -0.00077984686471457376 -0.0017039489098946183 0.0062052525563512312 0.0090124553639325637 -0.0041267195816128152 -0.0017498590120945184 0.020051622925806919 -0.00018208635088797433 -0.0038395768369719778 0.0017849861178056117 0.0014600716589553084 -0.00048863676637044809 -0.0079922867171310606 -0.0046834427262034458 0.052056241467493929 -0.0040731575095148496 0.039586139345821746 0.00026187273202705243 -0.0013628536871682041 0.0022387708137552231 0.009086228955599537 -0.0021776835346124113 -0.0032235484763657478 3.1510802852951697e-05 0.0036066977878111903
leaf_count=33143 10428 8913 452 9301 846 530 3412 254 221 1792 2423 49 2638 610 6201 3134 961 29 43 23 30 20 70166 16186 4488 188 7766 1220 175191 1273
internal_value=0 -0.062818 -0.0226203 -0.034183 -0.159696 -0.191844 0.0384952 -0.115822 0.21512 -0.132653 0.0918011 0.141981 -0.227297 -0.00160677 0.123146 -0.0106067 -0.179064 0.0903078 1.16032 1.9523 2.73325 1.48658 -0.00459839 -0.0155496 0.0289494 -0.0088629 -0.168385 0.0170079 -0.00445203 0.00541398
internal_count=361931 45499 30836 30384 14663 13817 15185 15199 751 14945 11773 9350 13066 316432 6811 6032 2898 1106 145 102 73 50 309621 233747 75874 217561 7954 71386 209607 176464
shrinkage=0.0111009


Tree=2071
num_leaves=31
num_cat=0
split_feature=785 1096 585 845 1452 905 713 519 930 588 665 869 921 783 791 861 1229 813 566 382 648 704 774 921 691 660 766 223 620 915
split_gain=21.5973 23.4434 25.6709 25.9336 25.5037 21.6198 21.4256 49.0054 39.9525 37.1229 35.5931 31.0173 34.174 50.5827 32.8212 39.9163 39.6017 32.7469 30.4654 29.4872 28.9432 33.9121 28.2256 27.8699 26.0773 32.9622 42.1763 31.3968 26.9171 25.8371
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6673944371136227 1.434259801303694 -0.90865795044230568 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.71188872395471614 4.2005191890951297 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 2.1641256470006294 2.1710320005650359 1.0000000180025095e-35 1.8166789435549495 -1.1956137993399691 2.0716573389763737 1.0000000180025095e-35 -1.0179773451201657 0.26872683687560334 0.46361767807052762 0.74998864777631846 1.5209264779549863 -0.07967284257774325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 10 24 19 11 12 14 22 17 -16 20 -8 -13 23 21 -17 -14 -9 -2 28 27 29 -26 -27
right_child=6 -3 3 -5 -6 -7 7 9 -10 -11 -12 18 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0020091825010136355 -0.00057994743105876261 -0.00061421164475909348 -0.0035722518668936318 0.0048371885315934933 -0.0052767437813612357 0.00056589846165534894 -0.00075593609294802614 0.0004168414201637658 -0.00031971509141835177 0.0032011036431134443 0.0052222066106948272 -0.0010176430152704207 -0.000153099063205418 0.0030348889004103738 -0.0012691349315723552 -0.0038274533663424861 0.0042806566250374462 0.00168533907593191 0.0017903186656591955 -0.00080799131978771485 0.0033076010713007122 0.00045124849542557336 0.0049590226145454618 0.0036852221087174913 0.001144021017200529 0.0050492902202439374 -0.00070131086395518411 0.0086506531312776705 -0.0029508401482357719 0.00085049221323297978
leaf_count=9701 5509 8295 932 726 629 9276 95932 5083 33101 3688 738 83399 18018 4828 11125 2278 1883 3880 2866 6765 2336 26943 724 2395 12371 2289 2099 868 1319 1935
internal_value=0 0.0484223 0.0858194 0.0169218 -0.0102029 0.0154663 -0.0131122 -0.0223543 0.0252246 0.0820145 -0.031991 -0.0337011 -0.0165336 0.0612743 -0.0305895 0.0229068 0.0617211 -0.0537709 -0.0743541 0.0331317 0.0398417 0.0183506 0.00596942 0.123369 0.0908455 0.127009 0.252754 0.350734 0.0632934 0.269913
internal_count=361931 29559 21264 11563 10837 10208 332372 272881 59491 17931 254950 254212 167947 23570 144377 44565 33440 99812 86265 14243 31557 29221 18742 7478 26390 20881 7191 5092 13690 4224
shrinkage=0.0120159


Tree=2072
num_leaves=31
num_cat=0
split_feature=785 728 728 784 921 1022 1016 647 590 21 747 620 859 746 913 566 715 1236 828 1458 1449 933 142 520 846 146 20 282 1396 1456
split_gain=55.6626 41.5525 39.9023 33.4474 31.8215 31.6058 31.8016 28.9789 68.4294 28.7803 28.1764 27.6534 26.9401 26.5325 24.7023 24.4317 25.1307 24.4286 24.2077 24.725 25.6975 24.0107 23.9324 23.9243 23.9094 24.648 28.7069 23.6292 25.9433 23.7636
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 6.1031850957970919 0.16760437365778322 -0.98545034728205338 1.0000000180025095e-35 -1.0282579537198486 2.2401583428922476 1.0000000180025095e-35 -0.66443602000037905 1.3412350531382633 -0.82108684835595114 0.8598774435242994 0.68806224955729689 0.093087694967678575 1.5103007336851382 -0.53268848306471728 2.888475460910541 -0.37168563270387045 -0.94278280720258245 -0.22066983381662078 3.742879312526544
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 10 8 -3 11 13 17 -6 27 -8 -7 -17 -4 19 -11 -21 -18 -19 -15 -9 -26 -27 -2 29 -29
right_child=1 7 9 4 12 15 14 24 -10 18 -12 -13 -14 23 -16 16 21 22 -20 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00015926325010590125 -0.00036824650042244342 -7.5613105476957188e-05 -5.2815261158852731e-05 6.0208716341068071e-06 0.00043386261103686789 -1.6903142567310514e-05 -0.0001623522327604576 -3.2001032314085998e-05 0.00043693160303724649 0.0003724286249745225 0.00060634382528304478 -0.00012863062330399476 9.9768144061969952e-05 -7.1185863537449084e-05 -1.2647194012561792e-05 -0.00010449211076494098 0.00023370935728340674 0.00030259176245350371 -6.4249526509764716e-05 0.0001000044169399419 0.00040653710449322392 -0.0001035655866919745 -4.1840381310665679e-06 0.00025125151636518821 -0.00011772415843179572 -0.00027410934281296202 0.00095914462968677515 -6.634993109655325e-05 -0.00020564287698688857 0.0006288460022884707
leaf_count=3396 5009 4821 3178 34551 1153 96097 5981 29774 1384 2131 169 3800 6442 6267 39942 1817 4129 2455 2000 9615 1285 958 1699 1053 63616 158 182 11693 16934 242
internal_value=0 -0.0343726 0.0634929 -0.0193419 0.0352737 -0.0326217 -0.0681173 -0.0792885 0.0743762 0.0902345 -0.127487 0.00939096 0.157412 -0.13398 -0.0323244 -0.00861875 0.109846 0.0853657 0.152086 0.185789 0.144046 0.180388 0.190665 -0.0149919 -0.0915086 -0.120571 0.474767 -0.173929 -0.147854 -0.0490312
internal_count=361931 332372 29559 232437 42146 190291 87290 99935 6205 26163 41367 11132 7595 41198 45923 103001 6904 7332 15031 13031 10900 5087 4154 7320 93730 63956 340 33878 28869 11935
shrinkage=0.000942322


Tree=2073
num_leaves=31
num_cat=0
split_feature=785 728 728 1431 647 590 21 1122 666 771 909 519 690 377 583 1467 714 851 803 791 768 650 832 513 645 583 815 924 771 639
split_gain=55.5376 39.663 34.2605 30.9121 27.8587 66.8209 27.5197 27.4489 27.3427 26.3664 25.8408 25.7985 41.7883 32.033 26.3547 25.4891 28.8703 47.1957 44.5238 39.1827 38.7825 37.4636 35.3563 32.9238 32.3272 32.2232 31.4886 33.9354 32.7538 28.5954
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0099929608726099 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.79579885031402708 2.2575337098986954 1.4820751525130569 -0.21963219460843428 2.1420547332082829 -0.55036963499547997 1.4210717172751071 -0.99544907250003589 3.2089320700182484 1.0000000180025095e-35 -0.84871412517626565 1.9682860324222273 1.0000000180025095e-35 1.4582606246804526 2.1314615550283826 1.6012287785154122 2.0831197595613671 1.0999280683389623 -0.55326332990463356 0.67237773758774566 1.0000000180025095e-35 -0.91516227974285858 0.11942102837874842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 5 -3 7 10 9 11 -4 15 -13 14 -14 16 20 -18 19 -19 21 25 23 26 -22 -2 27 28 -21 -27
right_child=1 4 6 -5 -6 -7 -8 -9 -10 -11 -12 12 13 -15 -16 -17 17 18 -20 22 24 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00014287358185656338 0.00011518869630282833 -7.4965244418367908e-05 -6.7413300348794799e-05 -8.1714725254714734e-05 -8.4167881899869005e-05 0.00043174377689983651 0.00014109548162669392 -0.00019965909560458421 0.00011176259797758409 -0.00017302339447035277 0.0001471995116814211 -0.00011394834670850068 -0.0002155367071753733 0.00042736365722240816 0.00013092822579956976 0.00016552408253236219 0.00011544752651724909 -8.5356301089327394e-05 0.00011814317586118209 -0.00028093865460178559 -0.00022605992581003844 0.00032352091412859627 -0.0002580436975439028 0.00024641344095153241 0.00022176417825563321 2.9352687442561415e-05 0.00013914871447258438 6.9499077591402141e-05 -4.3073079256451065e-05 -0.00013185678838292629
leaf_count=3396 12328 4821 3839 35150 93730 1384 15031 2064 6806 4592 5229 3466 883 1227 7524 2824 7601 76916 5852 4405 4681 1947 2826 2118 826 18085 4695 8843 11579 7263
internal_value=0 -0.0333743 0.0644402 -0.0186886 -0.0773175 0.0734537 0.0891777 0.0101619 -0.00882436 -0.0141578 0.0597013 -0.0101285 0.0766462 0.143988 0.0998087 -0.0180106 -0.0218168 -0.0395747 -0.0513414 -0.0622621 0.0261247 0.0490187 0.00141741 0.0206225 -0.158689 0.0334105 -0.00123987 -0.0381334 -0.10416 -0.0134275
internal_count=361931 332372 29559 232437 99935 6205 26163 11132 197287 190481 9068 185889 13100 9634 8407 172789 169965 124835 117234 111382 45130 39623 34466 31640 5507 37676 29522 24827 15984 25348
shrinkage=0.000942322


Tree=2074
num_leaves=31
num_cat=0
split_feature=785 470 395 203 728 1436 133 471 1065 192 1363 263 651 150 1323 911 1037 1465 1464 1315 1468 1454 1464 1454 1450 1470 281 44 986 1459
split_gain=46.1135 38.6794 41.1523 33.213 31.1138 29.9421 27.2683 26.9888 41.4529 30.2889 30.2436 31.795 28.4115 28.0287 28.0189 26.7179 25.7655 25.6258 42.8186 37.0214 33.3569 41.7248 31.3681 32.9742 46.0944 30.4128 28.55 26.806 28.1996 26.092
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 -0.49008176997875957 0.60428344764309971 2.7171092817986957 0.35930717134390644 1.0518754624258557 1.0000000180025095e-35 1.0000000180025095e-35 0.66115833724634121 1.1107569744011787 -0.18016064898803322 -0.86734656319435766 -0.88177944220274473 -0.60489981398538839 0.57942899407087378 -0.29994047272053637 2.1550596134058466 0.90889364240410331 -0.90309121467478037 -0.23713253973767043 -0.47921441570843964 -0.1866241178632945 -0.43999670813343578 -0.085145143656514807 0.81112936548985692 3.4754406258829293 0.43577943106047246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 16 15 17 9 14 11 -11 -10 -13 -9 -6 -2 18 20 26 -3 25 23 24 27 -22 -20 28 -19 -25
right_child=1 7 -4 -5 6 -7 -8 8 12 10 -12 13 -14 -15 -16 -17 -18 22 19 -21 21 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013359330278032535 -0.0002266550600201105 -0.00010074824255768694 -2.7198841193885635e-05 -0.00021649370432225986 -8.311761116894321e-05 3.746175785609909e-05 -0.00027209747911961752 -0.00014963879981056617 -4.433314515290998e-05 9.342483755111053e-05 -5.9756833655243662e-05 6.8586280919607085e-05 -0.00033953227795225564 0.00042490964158519448 3.71378849223621e-05 0.00010913975514694828 -7.6380170304882078e-05 -0.00020696838205758276 -2.8766608394182769e-05 -0.00026560309719008297 -0.00043859828088195783 1.1017042060641726e-05 -2.5487019520647155e-05 -4.7861309963148533e-05 0.00071227611672831936 0.0009064287604206064 6.9751533416516852e-05 0.00078887597796452281 0.0018468981471728132 0.00018824380826664209
leaf_count=3396 11052 47878 82761 20163 3067 8422 818 3904 4925 6130 2364 1039 1391 2214 26029 22278 33491 706 29428 2380 93 5892 13579 3856 772 306 20026 153 20 3398
internal_value=0 -0.0305171 -0.060858 -0.114378 0.0587138 -0.0851486 0.0823076 -0.00974574 0.0308001 0.0550049 0.140785 0.191312 -0.120526 0.346329 0.0188142 0.0947233 -0.1172 -0.0280162 -0.0433433 0.00206285 -0.0895358 0.0623733 0.0385541 0.138618 0.418571 0.719387 0.01424 0.0540678 -0.135963 0.0759618
internal_count=361931 332372 155889 73128 29559 52965 26163 176483 47996 41680 11747 9383 6316 3253 29933 25345 44543 128487 106003 51834 54169 6291 22484 8905 1651 399 49454 879 726 7254
shrinkage=0.000905731


Tree=2075
num_leaves=31
num_cat=0
split_feature=785 181 837 567 727 1286 1463 942 484 145 1030 1465 1466 597 1244 592 402 1464 210 11 545 444 263 1459 1217 1450 87 498 1053 346
split_gain=52.9112 47.2243 34.8468 33.9415 33.0937 32.0832 33.1346 45.4526 28.276 26.966 25.7031 25.1115 26.734 25.0969 25.4376 24.4679 24.3193 26.248 24.1439 24.0231 24.7403 23.9963 23.9086 25.5491 29.8846 26.8308 25.9553 23.6023 23.038 22.468
threshold=-0.86283290253235112 1.0000000180025095e-35 0.64384972645585192 0.98191358321475442 1.0000000180025095e-35 0.78161905918100072 -0.043407658172389896 0.44633743931240322 0.40243943359777712 -1.1507712560729344 0.99422031274767553 2.6851373032125321 2.0950462075603755 3.1596628491584919 -2.0027994516645182 -0.59494694347224619 2.3072461888407707 0.38951608599244769 -1.3427873622283644 -0.40379119832724492 1.1137036782212404 -1.030303753827398 1.6445160113075163 0.53912233727729608 1.9780750160580907 6.3256978922114095 0.56076668980743449 -1.1295980824223941 -0.21942938882199489 0.22414172584433242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 21 15 8 16 27 11 -10 29 -2 28 14 -3 -1 18 -18 -7 -17 -21 -4 23 26 25 -25 -16 -8 -13 -6
right_child=1 13 3 -5 10 6 7 -9 9 -11 -12 12 -14 -15 22 19 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00014974253674322123 -1.6018851067307101e-05 -0.00071255593738188405 -0.00026984586650957639 5.1324597441374569e-05 0.00017579957500942956 -0.00026689536133451771 -0.00022925228435143535 0.00025367369959718492 0.00011872943641276681 -9.6678183581744152e-05 -0.00019066701513739689 0.00021104232735208735 0.0004216247992526093 0.00046991407049409487 -0.00010139385264438874 -0.00019550271342809789 -0.00057044012786747244 0.00024780851480275427 1.8394543527305727e-05 3.7511313866919516e-05 -0.00042151561409594068 -8.1222195073698151e-05 8.1908022148769542e-05 3.7058755460523318e-06 -0.00054955418687750561 0.0012068101348071748 -0.00023922980502553108 6.5279444139507015e-05 -0.00017456921093381654 1.086083382636164e-06
leaf_count=2447 123931 491 4473 8329 12160 1612 1430 5199 2973 33295 997 1309 939 298 42899 3612 578 185 21587 5992 500 46023 3045 11428 451 61 11147 9571 1118 3851
internal_value=0 -0.0380376 -0.0254294 -0.0776993 0.0572839 -0.0124057 0.0420598 0.116045 -0.0267804 -0.085428 0.121251 -0.0119097 0.166909 -0.0985996 -0.102478 -0.0231938 -0.0102787 -0.380958 0.00281246 -0.0695811 0.00470277 -0.102646 -0.098886 -0.110989 -0.0105949 0.0147531 -0.13671 0.0351783 0.0457368 0.143154
internal_count=361931 332372 262552 58825 29559 203727 40162 16200 163565 36268 17008 127297 3366 69820 69522 12551 23962 763 23199 10104 6492 50496 69031 65986 11940 11489 54046 11001 2427 16011
shrinkage=0.000923845


Tree=2076
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 12 728 651 232 21 1122 712 1449 1430 285 1243 1181 909 1012 832 483 211 828 1458 1449 1007 89 506 1172
split_gain=46.5021 34.2074 69.3026 39.8007 44.6639 34.259 31.1991 29.6275 28.4566 27.2851 26.4534 26.8929 25.9313 27.143 28.0903 25.796 25.5511 24.9821 24.8922 24.6741 24.1199 28.8406 25.1137 23.8922 24.9497 25.6296 23.4785 23.2209 23.1138 23.2826
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.59727736220901595 -0.49008176997875957 1.1107569744011787 0.92584771804271815 1.0000000180025095e-35 0.79579885031402708 -0.63779424894106762 0.74561756370782817 4.2254883379486126 -1.1152437199248966 1.473013388195284 -0.59467284272644005 -0.21963219460843428 1.4711245761114824 0.066046529156627162 0.85849125544986082 0.016624339534000044 1.3412350531382633 -0.82108684835595114 0.8598774435242994 -0.58509654268748301 1.69174336185547 -0.86624783496930458 0.85199028794622211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 16 6 12 -5 -1 19 28 11 18 17 14 -14 27 -3 -2 20 -6 21 22 -9 24 -12 -26 -10 -15 -8 -30
right_child=1 3 -4 4 8 -7 9 10 26 -11 23 -13 13 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00014070710539021026 -0.00019169263755180584 -2.4506053721682046e-05 -2.0047540428499745e-05 -4.8584857085301122e-05 -7.9989168342777404e-05 -0.00025051991169890939 -0.00014879402189719391 0.00012843346299758833 0.00014290195129365522 -6.0342605203391246e-05 0.00037725213004715855 -0.00021245890464572812 -0.00016160702558337854 0.00037299800889037052 0.00087070463994488975 -3.0334072717512226e-05 -0.00013711133794705148 0.00010530121508423268 0.00014440068020942949 0.00056197320113270718 -0.00028710509666277187 0.00052226436946241545 -0.00035336660426322234 -7.7420515471306983e-05 9.2040222736945742e-05 0.00041146106580194642 -0.00049798798971902633 0.0022404876800824988 0.00014664966195286446 -2.2011038649892026e-05
leaf_count=3396 2450 115614 82513 9440 4692 20329 1328 1161 262 4378 2131 2064 38294 478 97 6141 12354 5424 5229 257 1496 428 754 2000 9615 1285 1122 36 23288 3875
internal_value=0 -0.0318823 -0.060379 -0.0123226 0.0364469 -0.129861 0.0613148 0.0577517 -0.120237 0.0897597 0.0807853 0.00323785 -0.0999565 -0.128295 -0.159411 0.0171797 -0.0347478 0.0243058 0.0523555 -0.049348 -0.0764992 0.0526513 -0.0584905 0.140272 0.173854 0.131824 -0.375902 0.524543 0.112664 0.125447
internal_count=361931 332372 155762 176610 48642 73249 42309 29559 6333 32869 26163 11132 52920 45046 38391 6655 127968 7874 9068 4949 3839 2343 1915 15031 13031 10900 1384 514 28491 27163
shrinkage=0.000980392


Tree=2077
num_leaves=31
num_cat=0
split_feature=1423 1457 425 944 635 705 774 1458 1465 1458 1465 1458 1459 1467 1457 1449 1466 1466 1465 1467 1452 1453 21 1451 1457 1452 1467 1463 1458 1467
split_gain=22.5572 25.3497 28.7404 28.3831 25.5276 26.8198 30.2553 25.5646 62.7002 48.3657 58.8238 58.9547 61.0485 50.3106 52.7632 46.3465 60.5234 48.0108 41.8103 48.3529 43.3681 40.351 37.265 33.1219 32.494 30.7433 51.0009 31.3481 39.9772 41.3702
threshold=1.0000000180025095e-35 1.5416109563948532 -1.2676717627720813 0.53713281317862982 -1.0883698621170246 1.215584911221339 1.3233950244699619 -0.21734572720002096 -0.58496509356663973 -0.71693843586677841 -0.54559165837287227 -0.6420356832362869 0.066535483750973831 -0.16358259194721031 -0.43873611265764639 -0.67213823318182808 -0.35989689444478656 -0.36372429123456174 -0.48615332439502884 -0.45368251123656866 -0.54821669753984092 1.9142027959396961 2.1349806934485605 1.1513566605169052 1.4942246234200935 -0.67361960556891953 0.45795951245827188 -0.26393080214824122 -0.31379689007984696 0.71708433387934811
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 7 -7 8 21 15 13 12 -12 14 -11 22 17 -17 19 -13 -21 25 -10 -23 -20 26 -6 28 29 -27
right_child=-2 3 4 -5 5 6 -8 -9 9 10 11 18 -14 -15 -16 16 -18 -19 24 20 -22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0010722373394837956 -0.00057901594917240473 0.00035330574553523169 -0.0010115703199173112 0.0027496741680513616 -0.0009412355108431253 0.0014302415385319502 -0.0013752410917369712 0.00031472333231137806 0.0030662849891680286 0.0081921366114626228 -0.0040711547785590987 -0.0082736788055098858 0.0037142746348921576 0.01302958212914479 -0.0031759540224459877 0.001518024183879357 -0.0012492221490841098 0.019634933490044651 5.5321066884760162e-05 0.002986718490354296 -0.0049391472453888235 0.005783973688097104 -0.0072995733929493113 -0.0027062696622764484 -0.013508641289603949 0.00019820666384925801 0.0063539648587555399 -0.0032309792142600148 -0.00604603076017166 -0.0048458695824797945
leaf_count=25134 74863 13855 21419 4254 5008 16940 3097 91827 7163 490 5909 1040 765 304 633 10594 9657 76 41107 988 1094 822 303 452 126 9064 782 11253 1331 1581
internal_value=0 -1.4202e-06 -0.00590479 0.0780291 0.000836701 0.00718016 0.0828253 -0.000869445 -0.0245997 0.00743697 -0.0337948 -0.0474778 -0.251084 0.390377 0.161485 0.0819431 0.024962 0.141547 -0.017987 -0.27491 -0.0767301 -0.116874 0.226959 0.242071 0.000988066 -0.13744 0.00811761 -0.178293 -0.0925805 -0.0456429
internal_count=361931 287068 268959 18109 243825 222406 20037 202369 110542 80249 52456 51029 6674 1427 1123 27793 20327 10670 44355 3122 2082 30293 7466 1274 41233 29019 5790 23229 11976 10645
shrinkage=0.0120159


Tree=2078
num_leaves=31
num_cat=0
split_feature=545 1442 785 1445 1461 125 660 710 925 567 647 1160 322 553 960 639 713 854 1193 450 1396 816 21 1434 1097 728 613 513 552 768
split_gain=47.6407 44.8807 40.6798 33.8085 32.1762 31.2587 35.4276 36.2351 39.7018 38.8208 73.8679 33.8123 30.5986 30.5365 29.5197 33.041 29.2092 29.8873 29.0448 28.4544 27.7866 27.6754 27.61 27.1593 28.7637 27.1453 35.0501 37.5879 29.1732 27.1084
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 1.6380901172106308 1.4098417307792441 1.5320262332576917 -0.72421686037558375 1.5115140669602134 1.0000000180025095e-35 1.3224256911897962 -0.87782724458594241 0.68536004617275303 1.4725277493311824 -0.43668820604038611 -0.64257916016084482 -0.14332914224095697 1.0000000180025095e-35 -0.87473648844905705 4.2386806022684906 0.69231615738246322 0.66386066127205579 -0.92870374882376117 -1.6471741456694959 2.8669757903678827 -1.2571877020351898 -0.49008176997875957 1.0000000180025095e-35 1.0454229551509682 3.3057299501607855 -0.35132378391559488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 3 16 4 20 6 14 9 12 13 -11 -7 -9 -8 15 -4 -3 -18 22 -12 -2 -16 -15 24 -19 28 27 -27 29 -1
right_child=1 2 5 -5 -6 11 7 8 -10 10 19 -13 -14 18 21 -17 17 23 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=6.2546155893175722e-05 -3.4161022545590781e-05 -0.00015669736944106619 2.5426887799091983e-05 -0.00017812311067193161 0.00018059416572557862 0.00012368270328247171 -2.6599976417116734e-05 0.00019922048984558283 -5.1690850169669786e-05 0.00034099364149627585 -5.8325265059611665e-05 -4.6541856141366508e-05 -0.00031339941184328225 0.00024995361336826191 -0.00011638815758723869 -0.00012587049013595709 0.00030568731192874316 -0.00023757465386688322 0.00069447127646935273 0.00018200840622294829 -0.00023080581855079257 9.2586095482515311e-05 -0.00010551707160556227 -0.0002597402879958765 0.00010243468608493361 -9.1700937905184581e-05 -0.00017630914708286825 8.6203326056364513e-05 0.00056276334471652755 -8.6119794463982252e-05
leaf_count=9554 20717 2038 16878 14673 2379 10704 44949 6032 6610 2299 12524 5947 566 879 2980 9260 2245 954 170 2059 4189 21160 59338 943 17379 40543 24041 5568 321 14032
internal_value=0 -0.0157201 -0.00448891 -0.0900917 -0.0450905 -0.0148522 -0.0239563 -0.0433749 0.0635267 -0.0560374 0.0406962 0.0677637 0.179652 -0.0728053 0.02478 -0.0281047 0.0795996 0.102176 -0.10727 -0.0215202 -0.071643 0.0771147 -0.110192 0.0751634 0.0929553 -0.0804785 -0.108148 -0.0685976 -0.0123784 -0.0234388
internal_count=361931 267872 225914 41958 27285 202355 185704 135426 13208 122218 16882 16651 6598 105336 50278 26138 23559 21521 60387 14583 24906 24140 60217 19276 18333 94059 70152 46111 23907 23586
shrinkage=0.000905731


Tree=2079
num_leaves=31
num_cat=0
split_feature=785 728 728 784 921 1022 854 1016 647 590 859 927 712 854 846 146 20 1055 1249 1459 1459 788 401 913 730 783 934 516 1388 603
split_gain=73.4493 44.7575 42.8615 33.8766 36.152 31.905 30.433 30.3777 30.3499 70.1702 28.0714 26.9918 31.9618 26.9799 26.5392 24.7708 28.482 24.6409 25.9354 24.4153 24.751 27.4579 24.2201 24.1704 23.8565 39.8745 29.7559 25.5493 28.8327 25.2313
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -0.87473648844905705 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 1.0483613175537825 1.0000000180025095e-35 0.6247898780741229 -0.53268848306471728 2.888475460910541 -0.37168563270387045 -0.050951592202695524 0.24795454135768219 0.77133902740777927 1.2659885913983882 0.38349571241217301 2.6445107718578433 -1.0282579537198486 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 -1.0974244528964057 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 24 7 -4 17 9 -3 -6 12 13 -8 -10 -16 -17 18 -2 -7 21 -21 -13 -9 25 -5 29 -27 -29 -26
right_child=1 8 6 4 10 19 11 23 14 -11 -12 22 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24 -25 26 27 -28 28 -30 -31
leaf_value=-0.00014372039806732933 -2.16114805691222e-05 -7.3012705953245133e-05 0.00027634270680979169 7.9883467267525055e-05 0.00039974502791494706 -2.4258530173818588e-05 7.8658436959731118e-07 -0.00015060131642016437 -3.2666688062988152e-05 0.00039640912214349022 9.2027602396075979e-05 0.00026457779483438445 9.741483843294178e-05 -0.0002773542024353635 -0.00011407341350444851 -0.00025206262374200835 0.00085932430822372027 -0.00018750024193879176 -0.00017770187159618043 6.1963557867865119e-05 -4.4622223278947425e-06 0.00031800875044189401 -0.0006897811870039903 -1.6776387214634366e-05 0.00025934451487642524 -0.00017217575217658981 -4.6794847379260083e-05 -0.00032367488272030427 4.9405506263396551e-06 -5.9686094260669647e-06
leaf_count=3396 16236 4821 2511 7921 1153 87061 5839 5981 29774 1384 6442 2773 13496 1405 63616 158 182 16255 8876 4502 9561 1877 139 39942 3231 6979 3732 1219 9487 1982
internal_value=0 -0.0398703 0.0723049 -0.0242943 0.030554 -0.0376333 0.0999317 -0.0732277 -0.0863526 0.0706442 0.160388 0.0764185 0.0502431 -0.0580574 -0.0988117 -0.129308 0.466809 -0.131152 -0.0818869 -0.0135673 0.0603948 0.161875 0.273496 -0.0383213 -0.000186599 -0.0345387 0.0946356 -0.0924217 -0.0293071 0.196852
internal_count=361931 332372 29559 232437 42146 190291 26163 87290 99935 6205 7595 23652 20740 7244 93730 63956 340 41367 25112 103001 15940 6379 2912 45923 34551 25606 8945 17685 10706 5213
shrinkage=0.00085349


Tree=2080
num_leaves=31
num_cat=0
split_feature=785 728 727 784 921 1022 1016 647 590 859 547 746 520 846 146 20 913 343 1185 1397 630 1442 73 912 783 65 18 632 1087 982
split_gain=54.4739 39.4413 35.0925 33.7232 36.533 34.0061 33.5934 31.2199 71.426 27.413 25.4367 25.2383 25.73 24.7327 24.8823 28.579 24.7318 24.3239 24.7271 26.4991 24.1189 23.6252 23.572 29.2058 24.7558 23.5768 23.5503 23.3748 24.6149 23.2627
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 1.4078093546699517 1.0000000180025095e-35 1.5103007336851382 -0.53268848306471728 2.888475460910541 -0.37168563270387045 -1.0282579537198486 2.3762556165969095 -1.1306509272477581 -0.69241097846460264 -0.91790655951886846 0.2363784148266897 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 0.77605621623814935 -0.97694724628095508 -0.8759528342717533 4.1936450872564981 1.7621802667917166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 11 8 -3 -6 -4 17 -13 -9 -15 -16 -8 18 -2 20 -20 -17 24 26 -18 -25 -24 -26 -29 -11
right_child=1 7 10 4 9 -7 16 13 -10 29 -12 12 -14 14 15 21 22 -19 19 -21 -22 -23 23 25 27 -27 -28 28 -30 -31
leaf_value=-1.9744144698319268e-05 -0.00053061523148299912 -7.2505845789175578e-05 0.00014155377848271654 3.5288997036879221e-06 0.00044319593085745006 -8.0489176918241851e-06 -0.00016343434225164828 -3.0735001123840288e-05 0.0004516639068072739 0.00013097304563605103 -0.00018072897360552794 -7.3461618069283518e-05 0.00026001384185616553 -0.00011788940748473647 -0.00027108003985528095 0.0015032001277292719 6.5391824748790351e-05 0.00010149072648649239 0.00025281786174011738 -0.00020939443430389445 -0.00010786632498980921 2.7296880627712976e-06 0.0004202006657547382 0.00075146980805370625 0.00013636734235939659 -0.00047983832171426499 -0.00020508568522381839 -8.1448695689504888e-05 0.0016628462886361535 -0.00047314417620590278
leaf_count=12551 2213 4821 15968 34551 1153 103001 5981 29774 1384 6164 1040 6267 1058 63616 158 113 15948 1593 1373 23200 5663 69 301 240 2759 110 5942 14607 35 278
internal_value=0 -0.0347393 0.062099 -0.0201084 0.0346996 -0.0334388 -0.0702273 -0.0785121 0.0811408 0.165397 0.127978 -0.13116 -0.0150565 -0.0911871 -0.12073 0.477929 -0.0334362 -0.169691 -0.190393 -0.173561 -0.0291343 1.01953 -0.0145296 -0.144392 0.00752084 0.467684 -0.184326 -0.0493365 -0.0821842 0.113406
internal_count=361931 332372 29559 232437 42146 190291 87290 99935 6205 7595 17008 41367 7325 93730 63956 340 45923 34042 32449 30236 7036 182 39942 6593 33349 350 6243 17401 14642 6442
shrinkage=0.000942322


Tree=2081
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 678 533 727 678 382 507 728 689 1376 1011 608 1049 1366 1467 1039 689 430 726 133 1440 620 911 221 188
split_gain=61.7175 40.2119 52.6987 52.8588 60.491 58.4884 47.5239 44.0873 42.9527 38.6651 37.889 37.0452 36.145 35.2392 34.984 33.6406 33.8751 31.1138 30.9252 30.3807 30.2805 29.0198 29.5229 31.8495 28.4803 27.4861 27.03 26.9554 26.9108 26.857
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.65809631222906606 -0.49008176997875957 -1.1110989058077336 1.0000000180025095e-35 3.1117664249846109 0.66665475971017707 1.2334500886949249 1.0000000180025095e-35 0.027744735654897854 -0.37578615272178117 1.1511195098725142 -1.2369097968503453 -2.5456679507321813 2.7171092817986957 1.0000000180025095e-35 1.1734518836084071 -0.88177944220274473 -0.061169154604351648 0.56595263301418985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 11 6 9 -6 7 15 -3 -5 17 26 -1 -9 19 16 20 29 -15 -8 25 22 -13 -24 27 -4 -2 -14 -21 -10
right_child=1 8 3 4 5 -7 14 13 10 -11 -12 21 24 18 -16 -17 -18 -19 -20 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014414740306489181 1.0233480750771862e-05 -5.6089029735458898e-05 -7.7360080927409039e-05 -0.0002405435222566278 0.00034009458027555638 -0.00059351077736851732 -2.9452416294598781e-05 4.8215869914755551e-05 0.00022101226569780239 7.43042578507244e-05 8.8780852289945708e-06 -0.00018073697291309706 -7.5469130498572742e-05 -3.1079263117931778e-05 -9.2542274845917085e-05 0.00027948651320128877 -5.1646557687407905e-05 -4.9173139822885459e-05 -0.00011858028648345062 -5.6262415123955765e-06 -0.00023381357913319773 -0.00014734891024508655 -0.00061929375846276149 0.00022043570536050937 -0.00027954872269514094 -0.00036257576157514254 -0.00013799958841274407 0.0001251176500776967 0.00014793558077220116 0.00057011170034492007
leaf_count=3396 41921 9447 19345 2881 3683 279 35199 12047 4201 4547 5700 1020 3067 39111 25094 752 13306 1200 39586 9901 33993 1511 186 7814 818 3028 6731 22278 8919 970
internal_value=0 -0.034005 -0.0415707 -0.0572712 0.0855839 0.290752 -0.0655389 -0.0914895 0.0523279 -0.0348339 0.129745 0.0177273 0.0689969 -0.0604626 -0.0222512 -0.145212 -0.153075 0.237164 -0.0792907 0.00679646 -0.189309 0.130707 0.174069 0.21391 0.0943444 -0.115242 -0.00994376 0.106977 0.0764058 0.306594
internal_count=361931 332372 310854 251671 11390 3962 240281 161168 21518 7428 12071 59183 29559 90744 79113 70424 69672 6371 78697 54019 56366 10531 9020 8000 26163 22373 48652 25345 18820 5171
shrinkage=0.000942322


Tree=2082
num_leaves=31
num_cat=0
split_feature=1442 702 683 414 761 974 1459 1099 1466 1457 1299 415 967 982 981 976 138 1325 1180 1456 1329 1470 692 760 637 685 14 1324 1047 140
split_gain=23.555 30.6072 28.7338 33.5943 31.2066 28.8034 28.2498 26.1 28.3152 30.3702 28.0054 27.3627 26.4968 29.0643 29.9933 26.7387 25.8436 26.8722 26.8725 25.4431 28.9947 24.9683 31.2353 24.6786 24.6091 26.7 24.3218 24.2302 23.0795 22.8533
threshold=-1.2625182715263061 -1.634372087230789 -1.3831318875547542 -0.88842404664572883 1.6615414848318932 1.4824526536254794 0.46383055849355342 0.98842746550066363 0.47080750042056613 1.339295830115254 1.3882238010523584 2.4784959836639584 0.14227593076892944 2.7931427067886543 1.4412024317739813 0.90210319676021455 -0.060962552966866083 -0.23376552126619701 -1.3478727085126485 0.42480949284315478 -0.65142840695584103 0.37604385151270814 -0.55083995169241329 1.4641201735978993 1.1709239740668946 2.758321233574017 1.4729201770416605 -1.3551035915245497 2.3738149868247693 -1.1386681078317209
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 3 26 5 -5 16 11 9 -9 -11 12 13 15 28 23 -3 -18 -19 20 21 22 -8 -4 -17 -26 -2 -6 -15 -1
right_child=2 6 7 4 27 -7 19 8 -10 10 -12 -13 -14 14 -16 24 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0032601822029104137 -0.0021189238891656473 -0.0017522594384121602 0.00033844192178130144 -0.00099906029142108038 0.017389393231365378 0.0022838213966964644 -0.00044867881243748365 -0.0015998487519528089 0.0010166948466499004 0.0013002486721945586 0.014965912583471557 -0.0021019808850934155 -0.00031481273065930593 0.00055213711719513258 0.0128670091810695 0.0017055264494377151 -0.0015252403800342178 -0.0061637435935998708 0.00081560358664407124 -0.00253768272495224 -7.9875250586481514e-05 -0.0035547844065703877 0.0055783315645000541 -0.0013567766090909813 -0.0015021709673551766 0.030130702822771135 -0.0082421331270232864 0.003045186850812928 0.0094988828684110238 0.0043437678800174089
leaf_count=606 8761 33627 119931 24734 123 2987 1206 25544 6569 1746 117 4909 52909 1105 241 18335 13833 579 13726 2981 9764 534 2349 7851 2786 27 779 1074 281 1917
internal_value=0 -0.048473 -0.000410569 -0.0684443 -0.0239865 -0.0438711 -0.0576458 0.00736215 -0.0582832 -0.0968002 0.179047 0.0155153 0.0190765 0.0334736 0.322817 0.0303256 -0.0847794 -0.0286477 0.0412136 0.0281579 0.0672484 0.226499 0.29033 0.0186368 0.102796 -0.0953144 -0.204074 0.350035 0.191774 0.217348
internal_count=361931 81122 280809 38458 28918 27721 78599 242351 33976 27407 1863 208375 203466 150557 1627 148930 61765 28138 14305 16834 13853 4089 3555 127782 21148 2813 9540 1197 1386 2523
shrinkage=0.0130064


Tree=2083
num_leaves=31
num_cat=0
split_feature=50 194 1470 697 56 1284 1107 69 1175 1397 829 424 498 1251 1255 69 3 785 727 981 491 836 823 1020 1376 1357 848 440 692 496
split_gain=23.1341 39.5718 20.734 21.8611 21.8556 21.7658 22.0252 21.1462 21.3718 25.3685 22.8231 20.7585 22.8718 23.7308 21.065 21.9833 20.7041 20.5517 24.0326 22.4878 24.6107 21.791 29.2131 35.8917 37.0931 29.0329 28.0797 25.5969 24.3859 23.6812
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -1.7145617739375827 1.0000000180025095e-35 2.2223046973814333 2.0879430323461659 -1.0166703874915035 -0.19054374136540916 2.901091285513012 -0.2959263792914526 0.14140479621092444 1.0918146179771961 -1.2841397243711745 2.1658951663483612 0.70914752995085795 -0.32319409976445013 -0.86283290253235112 1.0000000180025095e-35 -0.30383999887847812 -1.4078392847856176 1.0674639720252068 1.8892083074622052 1.0000000180025095e-35 1.0627651666700582 1.3962008022525787 -0.044359693823444506 3.0754590532355617 1.7877956193438449 -1.6054249110061518
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 11 -6 10 16 -9 12 14 -14 15 -5 -10 18 -2 -20 -21 25 -23 27 -25 -19 28 -24 -27 -28
right_child=17 -3 4 5 7 -7 -8 8 9 -11 -12 -13 13 -15 -16 -17 -18 21 19 20 -22 22 23 24 -26 26 29 -29 -30 -31
leaf_value=0.010863841732560435 -0.00010078506671661195 -3.9207722400307284e-05 -0.0012854873985318116 -0.0034042990094386933 -0.0046465568869040116 0.0077709400672874044 0.0073236402465454388 0.0016316707502195054 -0.00092201982276296675 0.035438846433306935 -0.0037887377536873529 0.0025058500589380372 0.014314381900426583 -0.0074450162849191452 0.012619411389667922 0.0020452222795043378 0.003829174544805533 0.00022262047227517167 -3.1679010228007683e-05 -0.0066939918511511294 0.0030064430552793338 -0.0008112527156983472 -0.0018650099682840785 0.0022634696154906612 0.012185353785321656 -0.00028414198647024925 0.0050131982786937538 0.016452212260239754 0.006372188785511961 -0.0026364089076794666
leaf_count=109 6332 90336 63662 1073 774 225 202 1249 1148 22 1444 1050 28 541 63 748 1875 137593 2519 153 5770 27553 1170 763 317 7084 423 52 390 7263
internal_value=0 -0.0313854 -0.083498 0.0691302 -0.0978038 0.0395938 -0.00221986 0.0420715 0.0884533 0.221307 -0.0904484 -0.0471075 -0.156709 -0.555328 -0.0408504 -0.087467 0.20476 0.00646804 0.0839125 0.16586 0.24537 -0.00023467 -0.0543142 0.197335 0.486136 0.0108236 -0.0931431 -0.0921619 0.00730971 -0.206454
internal_count=361931 164549 74213 4039 70174 3930 3705 6512 5738 3045 2693 3503 2453 569 1884 1821 3023 197382 14774 8442 5923 182608 29855 2302 1080 152753 15160 1222 7474 7686
shrinkage=0.0111009


Tree=2084
num_leaves=31
num_cat=0
split_feature=819 284 272 1190 288 563 417 1464 1457 1457 1463 1461 1450 1463 1463 1467 1459 1459 1451 276 1449 1450 1468 1462 1451 1454 1454 1464 683 1458
split_gain=22.3402 23.4514 30.0101 33.3325 26.3202 26.7562 23.4232 23.0477 29.7155 33.0703 31.7243 39.462 46.7839 37.3629 38.9942 37.7556 56.7358 48.4655 41.1346 32.6736 32.3979 31.4903 30.3479 31.644 35.1594 28.7825 28.1486 28.0934 26.8341 26.3994
threshold=1.0000000180025095e-35 0.18138303175541864 1.3643217266306855 -1.4767674870335765 -0.41684378966973523 1.7594963365031187 -0.60030649804750502 1.5993600128483978 0.68635126017805159 0.57275488436352984 -0.50031801791506403 2.8731308545368139 -0.72049555381016572 1.8538152441063134 5.6853485453425652 0.47769311669757991 1.036536717954134 1.2659885913983882 0.73539989607580092 -0.54340315416462526 1.7469793105396725 -0.3903862718628921 3.2937191260639342 0.51820475264331234 0.13675593870780142 -0.12591398429191614 1.0000000180025095e-35 1.2889961725844452 -0.76344857304914582 4.0440072663347664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 -3 -4 5 -2 -7 8 9 22 -10 12 19 15 26 16 20 -18 21 -12 -14 -17 -1 -24 -25 -9 -15 -13 -19 -23
right_child=1 2 3 -5 -6 6 -8 25 10 -11 11 27 13 14 -16 18 17 28 -20 -21 -22 29 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.000131681596674505 -0.0025636549969649137 0.00065817950386000087 0.01041218167022155 -0.0033620941386880714 -0.00035716591662239919 0.0084007202198054486 -0.001579317322725967 -0.0012966244134720555 -0.00019560263073517857 -0.0022648185731553466 -0.004557008047992449 0.0090056473535749838 0.0018804094586341493 0.0020107927611189365 0.0065348450486966024 0.012387240409455935 0.013697183576179045 -0.0021632532813607706 -0.0051314600404353452 8.008675901889608e-05 0.010147386839558365 0.00021939771380310468 -0.0059365310906025516 -0.0033806993006271126 0.0057747595989719631 0.0012464407036552759 -0.0033810702574759671 -0.0080131745914145385 0.0071517284578083628 0.015859985289561503
leaf_count=240824 15167 13039 162 3384 13337 439 499 4099 22929 5784 1569 508 9984 958 345 120 427 292 834 3431 283 2438 1353 821 414 15711 2147 64 519 50
internal_value=0 -0.0631522 0.00937932 -0.22565 -0.111176 -0.192144 0.252711 -0.00240696 -0.00773006 -0.0180795 0.0435823 0.0993984 0.0840566 0.134608 -0.0716543 0.18266 0.245019 0.657156 -0.0153627 -0.110888 0.185816 0.1156 -0.01409 -0.261958 -0.00504103 0.0696483 -0.157533 0.625874 0.343359 0.0569398
internal_count=361931 46027 16585 3546 29442 16105 938 315904 296094 249196 46898 23969 23397 18397 3450 14947 11505 1238 3442 5000 10267 2608 243412 2588 1235 19810 3105 572 811 2488
shrinkage=0.0115493


Tree=2085
num_leaves=31
num_cat=0
split_feature=785 181 1286 8 804 1463 678 1361 1160 1469 1365 728 1368 427 685 910 21 1122 562 498 597 1244 909 746 1470 1162 832 483 211 969
split_gain=51.0583 41.1541 32.5804 35.0628 35.1835 44.2152 39.1288 32.7515 48.0821 34.6045 37.3407 30.2257 28.2779 28.2591 30.4211 27.7258 26.8487 28.2402 25.9394 25.7841 25.0637 25.7656 25.0626 25.0273 33.3584 28.9005 24.9991 28.5842 25.2923 24.8807
threshold=-0.86283290253235112 1.0000000180025095e-35 0.78161905918100072 -1.3201780167189929 0.45538871002063286 -0.11337658786490251 1.6243751288565669 1.0000000180025095e-35 1.0000000180025095e-35 -1.2673214316849539 -0.42638832581415231 -0.49008176997875957 1.4015214112945762 -0.60706248525251094 1.0165023615855489 -0.86973410511082572 1.0000000180025095e-35 0.79579885031402708 0.46002108078389231 1.8624117431693454 3.1596628491584919 -2.0027994516645182 -0.21963219460843428 1.0000000180025095e-35 -0.37297888439438048 2.362201775433233 0.066046529156627162 0.85849125544986082 0.016624339534000044 0.41891767301619515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 7 -4 13 6 15 8 9 -2 -11 -1 -10 19 -15 -6 17 22 -8 -5 21 -3 26 24 -12 -25 27 28 -13 -27
right_child=1 20 3 4 5 -7 18 -9 12 10 23 16 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 29 -28 -29 -30 -31
leaf_value=-0.00012965586652888028 7.6776913103409762e-05 -0.00068499765091204856 -0.00019121310169190994 -0.00013504194912083661 -0.00029274655541092708 0.00022665015777238924 -0.00070816055292788609 -1.3185873261839368e-05 -4.7496892257788061e-05 -0.00027315964425073049 -4.4648796233868678e-05 0.00011892893469154755 8.3075071713654478e-05 5.3193020560942648e-05 -0.00018290412563074347 8.8588437681633151e-05 0.00012423445805281665 -0.00019788099216944339 0.00039794930791803713 0.00028484369354875647 0.00045614203229819297 -8.3268652080783321e-05 0.00013088663547670363 -3.2892712463250034e-05 -0.00024795939663878357 0.00032586118461704207 -0.0002631629527137112 0.00047209722898574718 -0.00031824626528534794 0.0018346064731879508
leaf_count=3396 2629 491 3417 8164 877 6329 389 117838 44175 13346 8916 1161 6255 20644 2868 6796 15031 2064 84 575 298 69031 5229 6329 12678 195 1496 428 754 48
internal_value=0 -0.0368631 -0.025093 0.0247165 0.0386971 0.124348 0.0197018 -0.037892 -0.0728504 -0.144634 -0.169952 0.0568667 -0.0313823 -0.00291121 0.0345817 0.0572375 0.0800876 0.00212642 -0.561429 -0.116344 -0.0935098 -0.097397 0.0523473 -0.119068 -0.176503 -0.00710526 -0.0766907 0.0546086 -0.0558434 0.72447
internal_count=361931 332372 262552 50143 46726 14475 8146 212409 94571 44141 41512 29559 50430 32251 23512 7673 26163 11132 473 8739 69820 69522 9068 28166 21594 6572 3839 2343 1915 243
shrinkage=0.000887971


Tree=2086
num_leaves=31
num_cat=0
split_feature=21 470 464 601 718 705 213 763 1298 81 60 1452 1020 216 1462 1392 1043 1387 567 1470 415 423 10 1467 525 785 462 288 700 1456
split_gain=22.5518 23.4231 37.4733 28.4993 34.454 28.4336 27.9449 37.2037 25.6292 26.8489 24.6444 24.1387 25.4434 23.3696 22.675 22.48 24.3933 27.719 22.3418 24.2625 24.6827 23.4856 21.8658 23.428 21.7824 21.1962 21.4649 21.0199 21.9121 20.678
threshold=-3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0072287354766429 -1.4860339747386913 0.91551287219749511 0.60955665694886108 -0.93323795639360851 1.0000000180025095e-35 -0.43714769660865754 0.44670980992553178 -1.7064467213833063 0.64216061943476632 -0.31509801393811826 -1.4176934986619927 0.29635552827357636 2.0365552509707867 -1.3545928909252491 2.3692098645788753 -0.60257197164488818 1.7140226565390431 -0.53541359196105665 0.48591762417222256 -0.86283290253235112 1.0000000180025095e-35 -0.81963839814873374 -1.7221116510743448 5.6068634316437889
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 8 27 11 7 24 9 -2 -11 -6 -13 -10 -1 -3 17 -17 19 21 -21 -18 23 -20 -7 -4 -27 -5 -29 -30
right_child=1 15 25 4 5 6 -8 -9 13 10 -12 12 -14 -15 -16 16 18 -19 22 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0064962578712214848 -0.003212079788006941 -0.00019124412141596509 0.0010600502443936773 -0.0038177112500909342 -0.0038842137836280514 -0.0087604326716425891 0.0025840654524788126 0.047595058132960374 0.019004389977331851 -0.0002968025827502912 -0.0026955126224830583 -0.00080389494510336784 0.0058776069497532705 0.00081039213772234953 0.0049777862676947133 -0.00049621563487350277 0.00056440598422689186 -0.0054451299999773743 0.0039924930265734897 0.00035489308415739053 -0.0021338016185160368 -0.0050526284782871599 0.0069852953796437417 0.00021504077231534799 0.024276963741690524 7.1267568523094115e-05 -0.00075788623238181793 0.012569739855436364 -0.0017072042110649127 0.0079911278723662112
leaf_count=89 3973 92304 6803 6493 1521 42 1424 32 47 33272 4042 1918 458 6271 627 2654 487 1001 921 88461 2165 683 264 2044 23 60701 22087 80 20941 103
internal_value=0 -0.00935056 -0.0316425 -0.0788823 -0.151407 0.051489 0.346998 1.94294 -0.0412499 -0.0686772 -0.0508787 -0.0904488 0.0787813 0.0946728 0.374111 0.00640957 0.0283783 -0.173589 0.0340636 0.027551 0.0317369 -0.263979 0.200094 0.146458 0.749113 -0.00291526 -0.0138773 -0.199009 -0.1619 -0.168066
internal_count=361931 361215 170231 80640 33035 5418 1521 97 47605 41287 37314 3897 2376 6318 716 190984 98680 3655 95025 91796 90626 1170 3229 2965 65 89591 82788 27617 21124 21044
shrinkage=0.00966397


Tree=2087
num_leaves=31
num_cat=0
split_feature=785 728 728 647 590 784 921 1022 1016 859 854 927 712 854 846 1015 221 1055 630 401 146 20 913 585 1442 1456 85 1428 414 1120
split_gain=49.607 37.7028 34.4672 29.6189 70.1946 29.3068 32.6444 31.4383 31.0709 26.961 26.6763 26.8798 29.9619 26.7097 25.2492 24.9083 26.9374 25.4354 27.7155 24.7778 24.687 28.3217 24.2787 23.8735 23.7292 23.4484 23.2797 23.036 22.9372 25.2777
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 0.6247898780741229 -0.53268848306471728 1.2191568012335126 -1.1987563122234735 -0.050951592202695524 -1.014379249180515 2.6445107718578433 2.888475460910541 -0.37168563270387045 -1.0282579537198486 1.0000000180025095e-35 0.2363784148266897 3.5267996248326976 -1.3274107148674466 1.0000000180025095e-35 -0.40191855307757024 -1.0412500423756177
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 7 -7 8 15 -8 -4 12 13 23 -5 16 -2 18 -18 -13 -16 -22 26 -12 -23 -19 -10 -24 -14 -30
right_child=1 3 10 14 -6 6 9 -9 22 -11 11 19 28 -15 20 -17 17 25 -20 -21 21 24 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00013067062801337716 -0.00035473833974996065 -6.3840035363631848e-05 0.00024786764999218234 -2.3438388211415598e-05 0.00039780134356593106 3.4613435825698932e-06 0.00038526313366178802 -5.2091220264294617e-06 0.00018110474347117784 8.8354038797365278e-05 0.0001056828445405385 0.00024936292262468573 -2.9660226765114845e-05 -0.00027931629723931676 -0.00010174755879523713 -0.0002780803368574832 0.00016821766162934156 -0.00017215964811808282 -5.9334174262199781e-05 -0.00070427191390359193 -0.00023726386681275518 0.0013366254484959629 1.6740525558040103e-05 -0.00011313955006553567 5.789855885572056e-07 0.00040331189385586433 -0.00018720780526545347 -8.4186603287866911e-05 -0.00019531508264842431 0.00015948149864336472
leaf_count=3396 2819 4821 2511 29774 1384 34551 1153 103001 733 6442 2831 2773 4078 1405 63616 5431 2558 12411 17895 139 158 113 28909 3008 69 253 5248 11033 709 8709
internal_value=0 -0.0320553 0.0604746 -0.07494 0.0806822 -0.0177335 0.0334135 -0.0301849 -0.0656398 0.157174 0.0853423 0.0633007 0.0371352 -0.0678432 -0.0873243 -0.124442 -0.10308 -0.0865744 -0.0331913 0.26101 -0.117228 0.479706 -0.0302345 -0.00901994 1.01922 -0.185072 -0.169222 -0.0114823 0.0993337 0.158395
internal_count=361931 332372 29559 99935 6205 232437 42146 190291 87290 7595 26163 23652 20740 7244 93730 41367 35936 33117 20453 2912 63956 340 45923 5839 182 12664 5981 39942 13496 9418
shrinkage=0.000836755


Tree=2088
num_leaves=31
num_cat=0
split_feature=728 1020 706 1191 1097 428 1096 558 911 1431 979 421 710 422 708 145 1116 353 1045 570 1382 1188 838 152 1325 703 995 322 1395 20
split_gain=22.1262 22.3881 22.2657 22.244 23.8837 32.2216 24.0731 22.9248 22.3218 22.0912 21.6654 23.8 23.036 25.8532 24.2925 25.8465 26.7039 25.0005 21.7317 27.2226 23.4711 21.5052 33.1061 26.7157 21.9768 22.7115 23.2357 21.7887 21.316 21.0157
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5724059030450566 4.7607379442394828 -0.64966988391888181 -1.4641683285451925 1.0000000180025095e-35 1.329275187929347 2.8196957708757604 1.0099929608726099 -0.81138699650966495 -1.0129967235818034 1.6167436385691853 -0.39468938633083067 0.73921663161214024 -1.5341087475032713 0.2303635954401492 -0.20497936160950947 2.018280479798189 -0.50751297183364408 0.73678863213965184 1.633571908596829 2.0251648413875682 -0.72688877092785975 -0.68688066482863919 2.4281160529854966 1.0000000180025095e-35 2.8938752694049605 1.29228745319658 -0.57417801169028782
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 10 4 5 -4 -6 -8 -7 29 11 -3 14 -14 15 16 17 -12 -13 -20 -21 24 23 -23 -11 27 -27 -26 -9 -1
right_child=1 2 3 -5 6 8 7 28 -10 21 12 18 13 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0005383828609560931 -0.0010625720564754288 -0.0065723333926185198 0.0075197154153561364 0.013421879982317302 0.0006421296797586031 -0.0030417781784112209 0.0047497746816863931 -0.0094398312225022363 0.012391730560106867 -0.002033419693963198 0.0033974863882198772 -0.0016976888405365361 -0.007736309695165716 0.01995785562689846 -0.0023215859529533197 -3.6372262360748378e-05 -0.002994295671800728 0.023623944836866303 0.018462939096670863 -0.0063082917372413562 0.021795740515370029 -0.0053692480729640168 0.022696063576108216 0.0034791860019151421 -0.00036179438263377766 0.015104007065788407 -0.0023157390110636546 -0.0092994836001574818 0.020502802848478292 -5.5487100535447317e-05
leaf_count=66192 47529 1112 343 114 6517 2978 2361 197 72 11980 132 7065 59 81 5082 34847 133 100 124 185 39 447 68 1362 23235 133 128 394 20 148902
internal_value=0 -0.0392182 -0.0108104 0.0782029 0.0681474 -0.118087 0.126439 0.317808 -0.203464 0.00239202 -0.0343568 -0.157768 -0.0134598 0.939816 -0.0168233 0.00326876 0.657145 1.15445 -0.104599 0.550671 -0.0577072 -0.053052 0.192518 0.132067 -0.0670038 -0.0283199 0.643942 -0.0363084 -0.463698 0.0104264
internal_count=361931 109090 61561 12602 12488 3393 9095 2578 3050 252841 48959 8525 40434 140 40294 35212 365 232 7413 348 224 37747 1877 1809 35870 23890 261 23629 217 215094
shrinkage=0.0125014


Tree=2089
num_leaves=31
num_cat=0
split_feature=785 728 728 784 1022 1016 921 647 590 854 927 712 859 854 401 1291 913 846 146 20 585 221 771 1055 630 971 85 1442 982 73
split_gain=57.539 40.1217 36.0918 34.6128 34.2557 36.5532 32.7468 29.5972 69.2941 27.5722 29.2225 30.8523 27.5266 27.1292 24.7914 24.7775 24.2208 24.1586 24.225 27.898 24.0637 23.878 24.9351 23.6267 25.7733 23.552 23.5191 23.4556 23.2771 23.1902
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.87782724458594241 0.58895901036483078 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 -0.98545034728205338 0.6247898780741229 2.6445107718578433 1.1335042337638954 -1.0282579537198486 -0.53268848306471728 2.888475460910541 -0.37168563270387045 1.0000000180025095e-35 -1.1987563122234735 1.5773296200199145 -0.050951592202695524 -1.014379249180515 -0.87707289916611197 -1.3274107148674466 0.2363784148266897 1.7621802667917166 0.92727673172575076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 15 -5 8 -4 -3 11 13 -8 20 -12 21 26 -9 -19 -20 -11 -2 23 24 -23 -13 -7 -21 -14 -18
right_child=2 9 7 6 -6 16 12 17 -10 10 14 25 28 -15 -16 -17 29 18 19 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015304260562629582 -0.00037900949666529405 0.00028488046363315129 -6.8655372587510418e-05 7.7115851580574709e-06 -5.9142347654772123e-06 0.00020221518347064406 0.00043180969556144314 -2.6103642114285111e-05 0.0004376492307106771 0.00012304750618189589 0.00029039921879758665 -0.00014703471393864593 0.00012472846418011693 -0.00030475177361771494 -0.00075886713082703777 -0.00030782007390774743 9.8670715218183163e-06 -0.00011071384321256197 -0.00026097901796539555 0.0014626823176017393 -0.00011938774959798091 0.00018254077658138015 -0.00054503273785995617 -0.00016630661378058231 -6.337295051988901e-05 0.0001277394598826648 -0.00020646877123637767 -3.3765355401612229e-06 -0.00046831206709904201 -0.00012956361995653819
leaf_count=3396 2829 2511 4821 34551 103001 733 1153 29774 1384 2831 2773 1322 6164 1405 139 5637 33349 63616 158 113 3008 2461 758 12273 17409 12174 5248 69 278 6593
internal_value=0 0.0676285 -0.0318965 -0.017896 -0.0314149 -0.0683769 0.0376864 -0.0738599 0.0816952 0.0944356 0.0720378 0.0447249 0.16154 -0.0617947 0.277435 -0.131959 -0.0299324 -0.0862403 -0.115508 0.475538 -0.00256614 -0.110108 -0.0944563 -0.0840397 -0.0320117 0.107722 -0.168721 1.01015 0.109396 -0.011206
internal_count=361931 29559 332372 232437 190291 87290 42146 99935 6205 26163 23652 20740 7595 7244 2912 41367 45923 93730 63956 340 5839 35730 32901 32143 19870 13496 5981 182 6442 39942
shrinkage=0.000923845


Tree=2090
num_leaves=31
num_cat=0
split_feature=785 728 854 927 401 11 692 652 588 719 728 768 1152 660 710 75 1248 560 910 548 488 1107 1027 70 694 513 927 444 1117 996
split_gain=22.2827 23.6167 25.0436 24.0719 26.5404 24.723 25.4522 22.3601 32.702 43.7405 36.0908 33.3287 32.8598 32.3444 31.1357 30.5464 29.2873 30.7253 30.3147 27.0632 26.1289 27.2482 29.5045 26.0566 32.9471 25.9993 49.6589 31.6393 28.8818 25.6689
threshold=-0.86283290253235112 -0.49008176997875957 -0.87473648844905705 1.0483613175537825 2.6445107718578433 -0.33379172938304252 -0.44206620420235482 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 -0.49008176997875957 0.080100313498032205 1.0000000180025095e-35 0.26872683687560334 -0.22477386458782386 1.0000000180025095e-35 1.7159475209294588 1.0265443260747384 -1.4883758926178483 0.1785308773399289 -0.16549858708821427 -0.31888010351417456 1.3133204588538343 -0.45781809010150754 2.1201858755173619 1.0454229551509682 1.0483613175537825 1.0617732612454149 -1.6505790610122235 2.098609771580497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 20 10 -10 11 13 25 15 19 -9 17 23 -19 -15 -2 -22 -23 24 -16 -12 27 -27 -29 -30
right_child=7 2 3 4 -6 6 -8 8 9 -11 12 -13 -14 14 16 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0014975192097984808 -0.00028550914049346818 0.0031190090141328623 -0.00090413430946034181 0.003114480761222655 -0.010501645130216779 -0.001078045218033224 0.0014264501353496726 0.00095384295058937988 0.0020259696399465891 -0.00087383760587478624 -0.00053900511628372446 -0.00069292283766962421 -0.0012560598703787826 -0.0032013131110305766 0.005640529509805722 -0.0016405808107899857 0.0073053559605359098 0.007842856804713607 -0.0027933788990540877 0.0036359008480137305 -0.00026151155659860507 0.00071691959902976936 0.0034001858903361035 0.0013793729834033896 -0.00040112452145257582 0.00054999392403474068 -0.0027133922012925445 -0.014158950584642369 0.0047760351045535183 -0.0046404986424566546
leaf_count=3396 51565 2511 7130 2773 139 3038 10572 7168 7150 5890 112298 15971 45067 1104 2383 4998 666 180 1287 470 20171 31459 2668 5100 837 11431 2292 66 1978 173
internal_value=0 0.0484198 0.0691717 0.0476846 0.236753 0.0228028 0.0760642 -0.014077 -0.0278975 0.0766997 -0.0357356 0.025128 -0.0517156 0.0751606 0.156172 -0.00656664 0.203398 0.171628 -0.122749 -0.112554 0.0126635 0.046124 0.0820862 0.225245 0.378239 -0.0328349 0.0461633 0.0956666 0.320235 0.35569
internal_count=361931 29559 26163 23652 2912 20740 13610 332372 226509 13040 213469 40164 173305 24193 12027 12166 10453 9787 1467 1574 105863 54298 34127 8320 3220 128238 15940 13648 2217 2151
shrinkage=0.0113229


Tree=2091
num_leaves=31
num_cat=0
split_feature=785 728 727 784 921 1022 1016 647 590 859 1030 747 846 913 146 20 746 520 282 1396 1456 1442 85 982 73 912 783 632 1087 65
split_gain=46.5285 39.8831 32.1026 31.6794 31.4599 30.609 29.7553 28.0519 68.9189 26.8591 26.1709 24.6899 24.5588 24.5095 24.3585 28.1404 24.1531 23.9483 23.4868 25.5093 23.4449 23.3945 23.1573 23.0616 22.9953 29.1958 26.0465 24.1244 24.5729 23.3432
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 0.99422031274767553 6.1031850957970919 -0.53268848306471728 -1.0282579537198486 2.888475460910541 -0.37168563270387045 1.0000000180025095e-35 1.5103007336851382 -0.94278280720258245 -0.22066983381662078 3.742879312526544 0.2363784148266897 -1.3274107148674466 1.7621802667917166 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 0.77605621623814935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 11 8 -3 -6 -4 16 -9 22 -14 -16 18 -18 -2 20 -20 -17 -8 -11 26 -26 -15 -28 -29 -27
right_child=1 7 10 4 9 -7 13 12 -10 23 -12 -13 14 24 15 21 17 -19 19 -21 -22 -23 -24 -25 25 29 27 28 -30 -31
leaf_value=-2.1626739346906437e-05 -0.00036973091718156456 -7.7573778746614771e-05 0.00013687581732561838 6.2546442381441734e-06 0.00044158021037327925 -6.9606966847999705e-06 0.0002053264150170142 -2.9174376170401491e-05 0.00044757799790874815 0.00012570114732637607 -0.00020309547323004961 0.00057545592313672602 -0.00011786694177778659 7.0125121962581809e-05 -0.00027517824445679346 0.0015217646222968517 -7.3641910380725106e-05 0.00025552894747845787 -6.2366439533845835e-05 -0.00020349889359829528 0.0006420100154830771 -1.7180559481360805e-06 -0.00021645188815573401 -0.00048834189820088606 -0.00017389570978591442 0.00076820681686484032 0.00014266840677612465 -8.3223141427402327e-05 0.0016959251252703221 -0.00048340608501849303
leaf_count=12551 5009 4821 16011 34551 1153 103001 733 29774 1384 6164 997 169 63616 15948 158 113 6267 1053 11693 16934 242 69 5248 278 6243 240 2759 14607 35 110
internal_value=0 -0.0326598 0.0570172 -0.0179306 0.0352445 -0.0308703 -0.0658538 -0.0767425 0.0745643 0.156735 0.120223 -0.123421 -0.0887942 -0.031229 -0.118287 0.474164 -0.129519 -0.0159644 -0.167778 -0.141737 -0.0435603 1.0113 -0.170836 0.105255 -0.0123949 -0.140885 0.00939462 -0.0489564 -0.0823367 0.471453
internal_count=361931 332372 29559 232437 42146 190291 87290 99935 6205 7595 17008 41367 93730 45923 63956 340 41198 7320 33878 28869 11935 182 5981 6442 39942 6593 33349 17401 14642 350
shrinkage=0.000961169


Tree=2092
num_leaves=31
num_cat=0
split_feature=181 1169 785 422 488 1286 1463 1080 139 1469 21 1258 1037 212 954 1452 471 559 1400 914 204 1258 464 1184 215 497 710 126 261 355
split_gain=46.8847 35.4847 41.0922 31.8163 52.9769 31.2358 33.4055 37.5105 32.9592 29.2662 31.5182 31.7711 26.678 25.3273 25.172 29.6107 24.9648 25.4716 24.824 24.8078 25.7289 29.0328 25.9308 25.6117 25.0223 24.5496 33.3672 38.7561 42.837 30.0001
threshold=1.0000000180025095e-35 1.0643747975631468 -0.86283290253235112 -1.2415873250643052 2.1072953141862252 0.78161905918100072 -0.043407658172389896 1.0000000180025095e-35 2.4751894805517849 -1.0470123060412753 0.43301101584543472 -0.070112447188656113 0.58280217848018856 -1.4335375753153206 2.2664990475867119 -0.46670945605559616 2.2944869526193208 1.5502170941342375 0.80945765816652349 2.0544684678905809 0.2912232527955943 -1.1469751933892245 0.66699641782368668 -0.028185137986018526 1.8108277136101367 1.656418941702585 0.5235253112981989 1.0000000180025095e-35 0.46203417191402862 0.32012484714307227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 13 -8 9 10 14 -12 -9 -7 15 -5 17 -15 -6 -3 21 23 -23 24 -21 26 27 -11 -29 -27
right_child=-2 19 3 5 18 6 7 12 -10 25 11 -13 -14 16 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=8.8453372315687342e-05 -7.5675666133759138e-05 -7.3796720584077592e-05 -0.0001505741314861701 -5.3663502952087223e-05 0.00053710199514305477 -0.00046395727717705207 4.7984907736657677e-05 0.00011211978348487308 -0.00035045640095642341 -9.4849544650825159e-05 5.3870438909180414e-05 -0.00021446038443088042 0.00039277434446236052 4.144845475990527e-05 0.00045675866613141748 0.00013908918361887305 -0.0003302425757774225 -0.00024630555500310017 -0.0004618878508757773 0.0012323907617438751 -9.4110906837885781e-05 -7.2457440831453583e-06 0.00065972285403289557 -0.00017073735806804504 -0.0012126842394644232 -2.9046283539194487e-06 3.6433256821874763e-05 -5.2874072707223077e-05 8.5773923052115666e-05 0.00023529672546028513
leaf_count=20041 75166 58036 14232 4466 766 577 9959 2584 1436 50185 4050 3050 2578 19980 649 10586 825 1565 162 358 1921 1782 332 134 24 6547 22626 30590 13868 2856
internal_value=0 -0.0108574 0.00086011 -0.00872679 -0.119175 -0.00183184 0.0525888 0.129046 -0.0164277 -0.0134376 0.0548037 -0.061422 0.2708 5.17711e-05 0.106773 0.0883021 0.0104865 0.0248154 0.41216 -0.0648513 0.119401 0.291708 0.148751 0.824288 1.13994 -0.0273848 -0.036994 -0.0559271 -0.00942094 0.0726819
internal_count=361931 286765 224178 204137 15160 188977 38068 15121 150909 149473 22801 7100 5162 22947 15701 15052 22370 21545 928 62587 4551 2630 2114 516 382 126672 117269 94643 44458 9403
shrinkage=0.000942322


Tree=2093
num_leaves=31
num_cat=0
split_feature=785 728 727 859 1287 1437 843 923 714 588 815 694 689 513 514 691 583 914 557 830 65 647 590 589 971 973 1254 1023 822 405
split_gain=49.8162 39.0942 34.2188 31.9245 40.2044 32.0345 30.792 43.6994 41.1532 43.6963 37.2914 42.9776 36.3566 35.2096 33.3498 30.9996 37.1634 29.9951 29.6116 30.8956 27.9045 27.38 68.2605 27.1929 28.9127 26.9981 26.966 26.3419 26.3107 26.0892
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.54135187694831066 1.0000000180025095e-35 0.72713696786055593 1.4283687790122588 -0.86449023226567734 1.0000000180025095e-35 2.250834115212506 1.6638054002796892 1.2342127532274445 -1.1110989058077336 1.0454229551509682 -0.54536942215353645 -0.79623518988183262 -0.99544907250003589 2.4975337861131606 -1.0471143175523501 2.240487403880465 1.6527691397016595 -0.87782724458594241 0.58895901036483078 0.34879007543356905 -1.4869789328367395 -0.41678535393003374 0.077477753908938352 2.2900273674543703 -0.62135608139798226 3.5736363738346935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 8 -8 10 12 11 14 -10 -11 -5 25 -17 -18 -6 20 27 22 -3 -14 -25 -13 -12 -20 -26 -4
right_child=1 21 29 6 18 -7 7 -9 9 13 26 15 23 -15 -16 16 17 -19 19 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-2.1069615777746279e-05 -4.9998953041266671e-05 -7.4747024039363891e-05 0.00011859159355127674 0.00025210226416666714 -0.00013453137017108597 7.1310836308438957e-05 0.0003053585290927189 5.3569051908977218e-06 1.7520639065349611e-05 1.1625224815013105e-05 -0.00035780452491941298 -4.0613272208327305e-07 -0.00012375076934732567 0.0003682871390082471 4.3307106935885383e-05 0.00028044377481204938 -3.6828534795503584e-05 0.00055905079993098859 9.9755571715643112e-05 0.00029827942913770013 -0.00016410600596868441 -8.0934150871316818e-05 0.00041693035132946756 -0.00058167246880771236 -0.00012353462787112338 -0.00025944490437560403 5.554137030043657e-05 -0.00042588669430468129 2.3123699031655668e-05 -0.00082421329271385225
leaf_count=12551 37466 4821 16882 4333 2731 10779 1860 18220 13455 4593 1725 3123 57413 1149 8717 2006 12359 358 19441 2340 2157 93730 1384 528 8394 4228 838 358 13866 126
internal_value=0 -0.0338662 0.05878 -0.0193063 0.0173717 -0.0225014 -0.0381578 0.0393905 -0.0511779 -0.0760117 0.012284 0.0328961 -0.0893801 0.0981459 0.129447 -0.0327838 0.0288178 -0.0201934 0.0816996 0.103143 0.0782479 -0.0774607 0.0717812 -0.108565 -0.0431697 -0.157547 -0.234056 0.100008 -0.0323216 0.123872
internal_count=361931 332372 29559 232437 75272 48245 157165 20080 137085 99398 37687 35124 93656 5742 13050 22074 14723 12717 27027 24296 21956 99935 6205 80201 22788 7351 2563 19799 22260 17008
shrinkage=0.000905731


Tree=2094
num_leaves=31
num_cat=0
split_feature=181 1361 884 1423 1436 959 651 927 1002 866 759 620 516 1441 1043 3 1436 1222 1464 785 986 608 710 627 913 426 912 909 790 430
split_gain=22.9923 21.9525 44.2485 29.7709 28.0461 26.5356 25.4693 38.4536 34.2205 34.3691 34.9848 32.6947 30.751 28.7149 27.6999 25.1882 25.065 24.0874 26.6731 23.6728 25.1906 26.9178 25.9081 25.2295 25.7528 25.1145 24.7449 24.2502 23.342 23.3168
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2885552421444864 1.0000000180025095e-35 -1.2907225086880219 1.1107569744011787 1.0483613175537825 0.69854289147193727 0.5880156106821478 0.92208863382617323 0.16760437365778322 1.0000000180025095e-35 1.7193014468115779 1.0694830043742176 2.0167766895712269 0.60428344764309971 1.2281653790456704 1.1888330894775201 -0.86283290253235112 -0.48869033452694888 1.0000000180025095e-35 1.7219732101781571 0.094337592862031874 0.68734441851172412 1.6609284024027213 -1.972359139361866 -0.83833660254073616 1.8618223311409718 1.9712026458732415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 17 -6 11 8 9 14 -11 13 -9 19 16 -16 28 18 -1 -3 -21 22 26 24 -23 -25 -22 -26 -8 -30
right_child=-2 6 3 -5 5 -7 7 12 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 20 21 23 -24 25 27 -27 -28 -29 29 -31
leaf_value=-0.0015430397791500012 -0.00058124245783995403 0.0022541623881553834 0.00020424818356973062 -0.0034420952177596663 -0.0031741084223317543 0.00032075290690257831 0.00058662354982086699 0.00017190627868168015 -0.0024538609866275578 0.0043358549139427887 -0.0044464063650816238 -0.0001646842781168454 -0.0047411598253006603 -0.0014819750882045697 -0.0034849875777654021 0.0079167462123037116 -0.0027403258472902285 -0.0041503523746350161 0.0010454028260051865 0.0012176576702632703 -0.010456549670585723 0.0021266452094647137 0.0022658538290572065 -0.00066649901649145011 0.0076333460651704247 0.0048461572645444456 -0.00067470199096524421 -0.0014132539067970107 0.0044730951489207931 0.028816647808546987
leaf_count=34125 75166 6454 66930 2019 3389 14793 6164 1344 3417 1934 315 55168 2401 4519 2079 124 1345 4953 4140 27586 285 9773 2150 7440 222 517 20163 2270 721 25
internal_value=0 -0.000193729 -0.0238659 0.0104332 -0.0801147 -0.00465424 0.0165678 -0.0560768 -0.0104637 0.0400751 0.266877 0.0273918 -0.256782 0.0554248 -0.0155117 -0.234891 0.0421559 -0.122895 -0.103959 0.0648539 0.0531378 0.0188303 -0.0385907 0.0727997 0.131782 -0.0227301 -0.0652487 -0.0590679 0.0947697 0.451453
internal_count=361931 286765 130349 68949 61400 18182 156416 19869 16124 12707 2249 136547 3745 81379 10458 2203 8255 43218 38265 76860 70406 42820 22598 20222 12265 7957 20448 2492 6910 746
shrinkage=0.0117803


Tree=2095
num_leaves=31
num_cat=0
split_feature=785 728 728 784 1022 1016 921 647 590 21 1122 859 1429 846 1040 913 909 146 138 795 981 566 1298 1178 1047 491 73 912 783 704
split_gain=65.7474 56.8551 39.8467 33.9082 35.486 37.1945 34.4982 31.1759 69.3738 28.7611 28.9216 27.2546 26.6845 26.26 26.0268 25.5916 25.4631 25.365 34.5395 25.2148 36.1167 31.3865 32.8475 27.65 25.5359 26.7148 25.0621 29.3783 25.6851 24.951
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.79579885031402708 -0.98545034728205338 1.13172262110474 -0.53268848306471728 -0.8740075305771694 -1.0282579537198486 -0.21963219460843428 2.2368666814773395 -1.0321883268519072 1.0000000180025095e-35 1.7060327193526743 1.9839842507384622 1.5690779363521359 -0.46909217670234421 -0.34654259480853461 1.2715548986558056 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.79545638581664257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 12 -5 8 -3 10 16 -8 14 -9 -2 -7 -4 -15 -19 21 -21 23 29 -6 -22 -26 28 -28 -17 -23
right_child=1 7 9 6 19 15 11 13 -10 -11 -12 -13 -14 17 -16 26 -18 18 -20 20 24 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00015744280535274786 -0.00030534360719247514 -8.4329425425395187e-05 -6.430718357009873e-05 1.2172123991712973e-06 -6.2921983718607118e-05 -0.00016754520321655132 0.00043532336817071738 -4.3240958299973228e-05 0.00043041526523763103 0.00014455766629855186 -0.00020397491097428626 0.00010027013763177159 -0.00032954503330478757 -0.00013755989649092174 -8.6399136927401354e-05 6.5189618901610017e-05 0.00014830438991410679 0.00079907071883262865 -9.9015692558018414e-06 -8.4342959326661715e-05 -0.00011919885085867649 -6.1524678055340325e-05 -0.0002545666851146999 2.4176828595256986e-05 0.00043438898298499469 -0.00027834359808198976 -0.00017902118334953441 0.00043595039617598129 -4.8602923406613279e-05 0.00024393094123160674
leaf_count=3396 4959 4821 3839 34551 23994 5981 1153 29774 1384 15031 2064 6442 5346 62243 31062 15948 5229 277 1436 26904 757 1393 703 43227 1115 220 6243 350 17401 4688
internal_value=0 -0.0411271 0.0650242 -0.0235642 -0.0368945 -0.0743837 0.0312951 -0.0933805 0.0655397 0.0916758 0.0110396 0.158145 -0.138225 -0.105968 -0.11602 -0.0356912 0.0617823 -0.136235 0.134821 -0.0115196 -0.066047 0.00926724 0.141694 -0.00544835 0.184705 0.340924 -0.0164828 -0.150043 0.00623769 0.19121
internal_count=361931 332372 29559 232437 190291 87290 42146 99935 6205 26163 11132 7595 41367 93730 36021 45923 9068 63956 1713 103001 28996 74005 6784 67221 2092 1335 39942 6593 33349 6081
shrinkage=0.000942322


Tree=2096
num_leaves=31
num_cat=0
split_feature=785 728 728 784 921 1022 1016 647 590 727 578 1134 1237 1362 747 846 146 20 913 73 912 783 632 1087 746 520 1002 1442 65 18
split_gain=49.1303 38.4607 34.5602 33.326 33.4902 32.756 33.1388 29.3994 71.8607 26.7211 26.4279 26.9215 28.2734 26.8601 25.1494 24.891 24.8361 28.2739 24.4278 24.3134 29.1158 25.5808 24.3863 24.6376 24.2531 23.9072 23.8063 23.5503 23.3491 23.3403
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 -0.87905496296652397 1.0445639817206116 1.4298092310842805 1.8627633281097242 6.1031850957970919 -0.53268848306471728 2.888475460910541 -0.37168563270387045 -1.0282579537198486 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 1.0000000180025095e-35 1.5103007336851382 0.69854289147193727 0.2363784148266897 0.77605621623814935 -0.97694724628095508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 14 8 -3 -6 -4 12 13 -12 24 -9 -17 -18 -8 21 29 -20 -23 -24 -2 -26 -11 -19 -22 -21
right_child=1 7 10 4 9 -7 18 15 -10 26 11 -13 -14 -15 -16 16 17 27 19 20 28 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00014504088647676345 -0.0001591054413297433 -7.3109632390223772e-05 0.00024442874316751167 6.5990904194349888e-06 -0.0001102836486536622 -6.0440660753640896e-06 -0.0001570323765806957 -2.6762764735182472e-05 0.00044248923924353022 0.00025108666410319266 6.5161332049144957e-05 0.00023364759681410754 -0.0002327553497902889 -0.00032329859630136567 0.00055502113236404371 -0.00011261982551167585 -0.00026051706008618075 0.0014725496230214908 6.8033789839016677e-05 0.00040987380063860153 0.00073481294121611053 0.00013981931986069163 -7.8562681702824545e-05 0.0016334580075581353 -7.4599903669560834e-05 0.00024141905599062269 -7.8362835750728042e-05 2.5513880013831526e-06 -0.00046710796681851584 -0.00020049487059085178
leaf_count=3396 33878 4821 3407 34551 1294 103001 5981 29774 1384 5339 17557 2925 1545 729 169 63616 158 113 15948 301 240 2759 14607 35 6267 1053 962 69 110 5942
internal_value=0 -0.032197 0.0598823 -0.0177328 0.0368165 -0.0310044 -0.0671704 -0.0754961 0.0794521 0.162108 0.0847875 0.0591758 0.0315141 0.0542042 -0.127817 -0.0878347 -0.117522 0.481154 -0.0305926 -0.0117854 -0.14382 0.0106421 -0.0472117 -0.0807808 -0.133958 -0.0202276 0.217142 1.01973 0.46737 -0.183779
internal_count=361931 332372 29559 232437 42146 190291 87290 99935 6205 7595 26163 22756 19831 18286 41367 93730 63956 340 45923 39942 6593 33349 17401 14642 41198 7320 6301 182 350 6243
shrinkage=0.000923845


Tree=2097
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 728 46 12 712 651 232 808 527 1469 1047 133 1243 1012 911 1470 43 775 357 966 1320 1007 506 1002 372 332
split_gain=45.9767 33.622 73.1549 42.5274 44.9978 34.7034 35.7374 31.7658 30.3261 28.0294 27.691 27.3225 27.194 27.7712 26.9061 25.8266 25.0716 24.8092 24.6866 24.4744 24.5018 24.114 23.9269 24.9142 24.4506 23.2125 23.0778 23.6046 26.6764 25.7829
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 -0.49008176997875957 1.0000000180025095e-35 -0.59727736220901595 -0.63779424894106762 1.1107569744011787 0.92584771804271815 1.2180576537285257 4.2237205945919882 -1.1729032349805202 -0.71629993600141073 2.7171092817986957 1.473013388195284 1.4711245761114824 -0.88177944220274473 -0.37297888439438048 1.0000000180025095e-35 0.20302426133072721 0.22320799764597363 2.4104649675895762 -0.4751823056873628 -0.58509654268748301 -0.86624783496930458 0.69854289147193727 -0.89164644713046382 0.65944866827063242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 16 7 22 11 -5 -1 17 26 19 13 -8 -15 18 -3 -6 -10 20 -7 -21 23 -2 -25 -11 -9 28 -28 -30
right_child=1 3 -4 4 9 6 12 10 15 25 -12 -13 -14 14 -16 -17 -18 -19 -20 21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00014414547705520562 -0.00011803882877561661 -2.3530724474613632e-05 -1.6987556812865267e-05 -4.5195038246375742e-05 -7.5651964360643774e-05 3.2579078847516428e-05 5.4472292164689112e-05 -0.00013996985766098408 -8.0960339288514843e-05 0.00013817043538949755 -5.6351560971154589e-05 -0.00035510477049018876 0.00086200555838202486 -0.00051235551025974302 -0.00024096868213335166 -0.00027459160257892624 -0.00013074569351553144 0.00054290259626440271 0.00011072693550597009 -6.1342880758760788e-05 -0.00026565314739785778 -0.00024550814511772613 0.00012334460900288263 0.0012431927631041148 -0.00017118598131644452 -0.00047431798881272672 0.00034833725406611986 -1.1697644995951151e-05 6.6319530609954629e-05 0.00020335375918903692
leaf_count=3225 8431 115614 82513 9440 4692 10940 1659 1328 3087 262 4378 3867 84 5922 15710 822 12354 257 22425 10102 2666 9447 4126 134 161 1122 2228 4116 12490 8329
internal_value=0 -0.0308347 -0.0590892 -0.0114495 0.0389507 -0.130414 -0.16261 0.0639058 0.0583129 -0.118279 0.0925964 -0.114508 -0.266211 -0.276337 -0.313201 0.0807853 -0.0346262 -0.047965 0.0928052 -0.0932412 -0.0105739 -0.158594 -0.0123091 -0.0977744 0.642502 -0.372042 0.115664 0.128431 0.154111 0.13169
internal_count=361931 332372 155762 176610 48642 73249 60397 42309 29559 6333 32869 37022 23375 23291 21632 26334 127968 4949 25512 33155 13606 19549 12852 8726 295 1384 28491 27163 23047 20819
shrinkage=0.000942322


Tree=2098
num_leaves=31
num_cat=0
split_feature=253 973 1430 880 1202 775 1465 1466 1029 1456 21 1469 1387 1010 1466 1453 1454 1321 1104 1398 186 1124 1248 488 555 499 1467 1467 1457 1450
split_gain=23.3697 24.7681 29.0935 22.524 27.4346 23.0623 20.7516 24.4349 29.6556 24.3282 23.7594 26.1558 21.5607 20.9362 20.9679 26.8111 29.2176 24.1034 23.1052 26.9455 24.4907 23.1771 22.612 22.2796 23.2838 20.6756 20.3494 32.5172 26.9184 22.5447
threshold=1.0000000180025095e-35 -0.18632128089513963 1.4660437873930479 1.0000000180025095e-35 1.0000000180025095e-35 -0.49904803403835457 3.116712650924125 4.3648409664323795 1.0000000180025095e-35 5.6068634316437889 -3.2545899522946695 -1.2083100587446829 -0.16422641696411058 3.0713252103476614 2.8104277349532114 0.9942357898018469 4.559288761755254 -0.64712668114783123 -0.43688756610038687 1.754419774220916 3.4218915452636995 -0.68634881201394105 -1.3698154307309836 3.1716671059802404 -1.5029390875359232 0.57326614062739767 -0.44899544734167229 -0.22023664855122008 3.9189526428767678 0.11228637269241322
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 5 25 -2 7 10 12 26 11 -1 -9 14 18 16 -16 -17 19 20 21 -12 -20 -24 -25 -5 28 -28 -8 -29
right_child=1 2 -4 4 -6 -7 9 8 -10 -11 13 -13 -14 -15 15 17 -18 -19 22 -21 -22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=-0.015978921455372996 0.0010468335260010273 -0.0010851176291776356 0.0011619942385898479 -0.0014950168625306836 0.00037838398363786385 -0.00024899690784137551 0.0047959943686753581 -0.0099642181676423466 0.0012261075006434021 0.015112043568006826 0.000620230283071347 0.0093984813980334363 -0.0013576480528208694 0.0022458230752936195 -0.0010442962479824893 0.0097727949602325111 0.01194155599174207 0.0022337411585977426 -0.0021650231739236024 -0.0026754474533200808 -0.0058394594438686094 -0.0005693424499675666 0.00017894015952005726 0.018964057420238545 0.0032342976877087026 -0.0052677798401805608 -0.011334080440348282 0.0041140552787174304 -0.0041442614893144429 -0.0015529151697495618
leaf_count=36 18699 61770 4940 5882 6432 30738 1615 504 509 72 16806 317 320 2728 1579 425 110 716 4105 4604 730 52422 141009 85 760 1665 158 810 248 1137
internal_value=0 -0.0363759 -0.071613 -0.00357066 -0.0913838 0.0195455 0.00368821 0.000628526 -0.281296 0.152986 0.00257554 0.574691 -0.536004 0.00163618 -0.000975779 0.181407 -0.000103318 0.419131 -0.00361797 -0.0369146 -0.0263225 -0.0222167 0.0125609 0.0167012 0.392067 -0.188432 0.128295 -0.0138479 0.288808 0.0616195
internal_count=361931 130126 66710 63416 13979 49437 231805 227765 1333 4040 226432 353 824 226079 223351 2830 1689 1141 220521 74562 69958 69228 145959 141854 845 7547 3968 2105 1863 1947
shrinkage=0.0122563


Tree=2099
num_leaves=31
num_cat=0
split_feature=616 819 898 779 1193 62 1469 21 851 785 497 712 212 842 263 1160 806 540 1430 1298 211 1434 821 551 566 432 1390 423 1089 1277
split_gain=23.0135 27.3917 26.7167 25.5195 25.3837 25.1454 41.7731 24.9316 24.7514 29.2522 26.8658 25.5282 36.8707 24.6619 24.5595 38.3555 35.461 33.9796 28.8644 25.6431 28.1541 26.1954 25.1991 24.7397 32.6502 24.3273 24.235 24.07 23.9463 23.9245
threshold=0.57091520978742472 3.5547049458807911 2.0328695185528374 -0.0038848044619016588 4.2386806022684906 -1.2811150420666217 -1.1138918620402491 -2.7818205974049124 0.68308976018130074 -0.86283290253235112 1.4259687459988883 -0.63779424894106762 -1.2938861305109877 2.6391084233768636 0.66115833724634121 0.68536004617275303 1.4741736162398185 2.9110317759397999 1.0000000180025095e-35 1.0000000180025095e-35 -0.88557713591908283 -0.42195508979895918 1.1171247575330447 0.70075070563467123 1.9189241638422623 2.8831139176612148 -0.082911477836058581 0.21380717627196211 1.0000000180025095e-35 -1.1365627333179507
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 25 13 6 -1 -8 9 11 -10 12 -7 -5 18 23 17 28 19 21 -21 -11 -23 -16 -25 26 -2 -22 -17 -4
right_child=3 -3 29 4 -6 8 7 -9 10 14 -12 -13 -14 -15 15 16 -18 -19 -20 20 27 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012392553851166815 -0.00073665159626045622 -0.0031336652408163945 -0.0054728033629732704 -0.0017289979617965061 0.0062218344705831582 0.016851928523681399 0.01058733426768815 -0.00078720558261739044 -0.0010483206551887305 -0.0024046881356419229 0.0022806700630037206 0.0014408908294252086 -0.0025664144803306962 0.0056840046402800585 0.00075887761155929293 -0.00085366082769067978 -0.0041183805182657884 -0.0053542639937149746 0.00029213993852166182 0.0018951276864424456 0.00017760390183419616 -0.000181168555866672 -0.003528864270236506 0.0017559180631994417 0.0063689237155802256 -0.0055610247617528643 0.00083844997135443234 -0.0014103360873299153 0.0013332205438487028 -0.00091726037971299101
leaf_count=8191 18156 3218 1281 21609 266 70 122 58417 18243 11240 1624 17948 1638 324 18147 5220 1200 585 77612 4377 20343 20162 2544 6036 1049 813 14499 9617 5866 11514
internal_value=0 -0.00151432 0.000232496 -0.0566253 -0.126024 0.00438211 -0.0389365 -0.0653846 0.0148088 0.0218839 -0.0631564 0.101135 -0.157148 -0.137613 0.0129115 0.0583548 -0.0307412 0.00387721 -0.00171306 -0.0399406 -0.00152506 -0.0976121 -0.0464281 0.106203 0.210571 -0.014422 -0.00480923 -0.0259957 0.0294561 -0.111266
internal_count=361931 306264 303046 55667 22199 290251 66730 58539 223521 203654 19867 19656 1708 21933 183998 38103 12871 11671 145895 68283 34337 33946 22706 25232 7085 33468 32655 29960 11086 12795
shrinkage=0.0115493


Tree=2100
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 1022 647 590 1016 859 747 846 1030 913 146 20 567 763 85 771 1255 361 982 284 73 912 783 632 1087 65
split_gain=45.5768 37.7971 31.7974 35.1416 30.0544 28.1391 28.0578 69.301 27.2794 27.2428 25.9276 24.8968 24.8368 24.4128 24.0735 27.8985 23.9707 23.3621 23.2671 23.127 23.3922 23.0087 22.8663 22.5623 22.4635 29.2377 25.5344 23.7523 24.2993 23.4948
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.98545034728205338 6.1031850957970919 -0.53268848306471728 0.99422031274767553 -1.0282579537198486 2.888475460910541 -0.37168563270387045 -1.7658299547505127 0.35720372001585082 -1.3274107148674466 1.5773296200199145 -1.6330618161769117 -0.51569528722577385 1.7621802667917166 -1.4950250354433621 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 0.77605621623814935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 23 -1 8 7 -3 10 -5 16 -8 -6 18 -13 -16 -2 -17 -10 21 -21 -18 -11 -4 26 -26 -15 -28 -29 -27
right_child=1 6 3 9 12 -7 11 -9 13 22 -12 14 -14 24 15 17 19 -19 -20 20 -22 -23 -24 -25 25 29 27 28 -30 -31
leaf_value=-1.9307390774883525e-05 -0.00047106744930921742 -6.9765614467334525e-05 -0.00024814547795286952 0.00039755379705171795 0.00011713213064385667 -8.911476245456274e-06 -2.6086487055504944e-05 0.00039789029441459505 0.00018136264501501825 0.00011520231922096216 0.00052786548215586317 -0.00010534573933587184 -0.00017705048993082 5.9500725050248711e-05 -0.0002455285285061617 0.00035092575348209305 -5.5716664659021402e-06 0.0016888257647986735 -0.00019394877873613178 0.0014605967307220701 -0.00058061495932895343 -0.0001289184683374756 -0.00042765846401703419 1.1354497519926502e-05 -0.00015511697482056011 0.00068251877254343766 0.00012356941921652935 -7.5386780433652788e-05 0.0014931927592968838 -0.00043281612220246281
leaf_count=12551 1482 4821 1572 1153 16011 103001 29774 1384 733 6164 169 63616 997 15948 158 122 11477 60 5248 38 801 27400 278 32979 6243 240 2759 14607 35 110
internal_value=0 -0.0344609 -0.0201249 0.0331416 0.0543641 -0.0330875 -0.0773764 0.0739559 -0.0666351 0.161448 -0.121804 -0.0894286 0.115591 -0.0335081 -0.119112 0.469571 -0.128058 1.00382 -0.172783 -0.117875 -0.58302 -0.108706 0.109584 0.00275484 -0.0147135 -0.14169 0.00681506 -0.0509624 -0.0840965 0.471066
internal_count=361931 332372 232437 42146 29559 190291 99935 6205 87290 7595 41367 93730 17008 45923 63956 340 41198 182 5981 39716 839 38877 6442 34551 39942 6593 33349 17401 14642 350
shrinkage=0.00085349


Tree=2101
num_leaves=31
num_cat=0
split_feature=1371 50 332 395 1466 592 747 71 507 828 1470 840 1107 913 1185 773 947 603 1119 382 232 227 1317 154 85 2 1466 499 341 353
split_gain=22.0332 23.2844 31.4962 30.3427 28.63 26.7296 24.5667 26.9591 29.9539 23.8519 24.0907 27.2582 27.3853 23.5077 23.335 23.2041 29.4599 24.6824 24.6393 23.2484 22.6069 22.5433 24.0263 27.2833 22.3206 23.2459 22.175 21.997 21.9284 22.5325
threshold=1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 2.7761894192587961 -0.59494694347224619 1.0000000180025095e-35 -1.1258398226170654 -1.0861700333034265 -1.2159501822022838 2.0238938705083038 -1.2045530243367184 0.222655102054402 1.0691869527701621 -1.2069425615609981 -0.27200786046140574 0.66063686667618471 1.9865683755178387 -1.8795487360093188 -0.78023265796885932 0.92584771804271815 -0.99528678251820379 -0.098009075231445461 0.37465550185019397 -0.82379015615815854 3.2235193044207455 2.8104277349532114 -0.033986144667758268 1.6369401821412268 0.76667436283889101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 24 -1 21 -8 -9 -7 28 12 -12 14 -10 -3 18 19 -17 -18 -16 22 -4 -24 25 -5 -23 -13 -11 -30
right_child=-2 15 6 4 -6 9 7 8 13 10 11 27 -14 -15 20 16 17 -19 -20 -21 -22 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00020817338325564627 -0.00067612225645326577 0.00086665028395708208 0.0030395220169515532 -0.0015380217649979743 0.0041251262692661456 -0.0040669350204370668 -0.0013347178720944952 0.0022457067270313571 -0.0028975561046578665 -0.0008040828065814632 -0.0054685874215587684 -0.001763748353602737 0.051769491289529859 -0.00078880361833795108 0.00083411315189027004 -0.0044025111748942749 0.00077371501003787159 0.0054073223634749446 0.00061575878261717299 -0.0014020945163017193 -0.00062021458673098856 -0.00059812980390393613 -0.0023018478533688384 0.0039081774696367701 0.00014128036892698415 0.01500639565281443 0.0026131050327682709 -0.0084655018193889563 -0.0037253213031803022 0.0039814042047478541
leaf_count=12615 48317 30735 2593 8376 894 3759 6129 5401 1430 41851 39 1054 21 8835 42020 742 3658 366 25644 12865 7103 50046 1859 687 34564 58 1264 1071 7384 551
internal_value=0 -0.00214492 -0.0141534 -0.0472449 -0.00295737 -0.0868593 0.0077877 0.0329119 0.0443598 -0.11468 -0.101169 -0.402395 2.09748 0.0309575 0.0484534 0.0305454 -0.00111446 -0.0697505 0.0443621 -0.0817403 0.0551935 -0.0296989 0.117237 -0.0501261 -0.0125035 -0.124767 -0.0443567 -0.445058 -0.0894807 -0.269759
internal_count=361931 313614 239604 112237 43892 68345 127367 70918 64789 55730 51971 2185 60 59388 50553 74010 43275 16889 26386 16523 49123 56449 5139 2546 42998 8434 51310 2125 49786 7935
shrinkage=0.0113229


Tree=2102
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 1022 1016 647 590 859 1030 1055 1249 846 146 20 913 1442 1037 1459 1459 788 1453 85 73 912 783 65 632 1087
split_gain=50.3085 38.3568 31.7091 33.3975 30.7332 30.2357 31.274 28.943 69.3449 27.4679 24.9586 24.8877 25.6481 24.7331 24.3139 28.1244 23.9014 23.3792 23.3403 23.2078 24.2791 27.0924 23.2411 23.1238 22.9507 29.1833 24.6715 23.4512 23.4429 24.2057
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 0.99422031274767553 -0.050951592202695524 0.24795454135768219 -0.53268848306471728 2.888475460910541 -0.37168563270387045 -1.0282579537198486 0.2363784148266897 -0.67276849926913551 0.77133902740777927 1.2659885913983882 0.38349571241217301 4.3161488702054323 -1.3274107148674466 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 0.77605621623814935 -0.8759528342717533 4.1936450872564981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 6 11 8 -3 -5 -6 12 18 -9 -15 -16 23 -17 -2 -7 21 22 -21 -8 26 -26 -18 -27 -28 -30
right_child=1 7 3 9 10 19 16 13 -10 -11 -12 -13 -14 14 15 17 24 -19 -20 20 -22 -23 -24 -25 25 27 28 -29 29 -31
leaf_value=-1.442861325330701e-05 -0.00021828233037771033 -6.6291705316898791e-05 4.811387024622364e-06 0.00039732942951862718 0.00012309292771365887 -1.869042590097755e-05 0.00018457356047670896 -2.4891819138833135e-05 0.00040130023242790575 9.2327551690386787e-05 -0.00017147569223686495 -0.00018238571775195422 -0.00017143882777244528 -0.00010386370914871819 -0.0002439912077218276 0.0013509869393014365 6.1497184869848621e-05 -6.8303333602505881e-07 1.7794710119447612e-05 8.4145790046432695e-05 -1.9477988524816899e-07 0.00032030758021720559 -0.000822502542522815 -0.00018961159871219894 -0.00015347876038316845 0.00068268133746467847 0.0001262102071444738 -0.00043051123259323971 -7.1410902367961138e-05 0.0014933492863462427
leaf_count=12551 3134 4821 34551 1153 16011 87061 733 29774 1384 6442 997 16255 8876 63616 158 113 15948 69 13102 4408 9561 1877 94 5248 6243 240 2759 110 14607 35
internal_value=0 -0.0323443 -0.0179138 0.035238 0.0608064 -0.0308505 -0.0655849 -0.0755531 0.078115 0.160227 0.122588 -0.12449 -0.0748806 -0.0877825 -0.117359 0.474398 -0.0300845 1.01108 -0.0185509 -0.00737973 0.0648413 0.165559 0.0767198 -0.167885 -0.0114971 -0.139798 0.0102582 0.471807 -0.0465304 -0.0794455
internal_count=361931 332372 232437 42146 29559 190291 87290 99935 6205 7595 17008 41367 25112 93730 63956 340 45923 182 16236 103001 15940 6379 4502 5981 39942 6593 33349 350 17401 14642
shrinkage=0.00085349


Tree=2103
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 1022 1016 727 647 590 747 1030 990 913 846 146 20 567 677 521 1397 73 912 783 632 1087 65 763 85 18
split_gain=61.2249 46.2329 34.3646 37.8279 33.8572 33.3064 31.3462 28.435 27.5066 65.6283 26.5114 25.1081 24.4585 24.2611 23.9539 24.0501 27.8487 23.5922 24.5283 27.5503 23.7574 23.5094 29.3602 26.8059 23.4942 24.2335 23.3654 23.3089 23.2838 23.0372
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 6.1031850957970919 0.99422031274767553 1.09266583130301 -1.0282579537198486 -0.53268848306471728 2.888475460910541 -0.37168563270387045 -1.7658299547505127 1.0000000180025095e-35 1.0000000180025095e-35 -0.70133893439995076 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 0.77605621623814935 0.35720372001585082 -1.3274107148674466 -0.97694724628095508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 6 10 -5 9 -3 17 -6 -9 28 -10 -16 -17 -2 20 -20 -19 23 29 -15 -25 -26 -24 -18 -8 -23
right_child=1 8 3 7 11 -7 13 12 14 -11 -12 -13 -14 21 15 16 27 18 19 -21 -22 22 26 24 25 -27 -28 -29 -30 -31
leaf_value=-1.105108898349222e-05 -0.0004906271157438907 -7.337821493366211e-05 5.4901886468293072e-06 -0.00010626359623434869 0.00013814359156758913 -5.7201714202084421e-06 0.0001904987607086 0.00013835976324566091 -3.1198267469981678e-05 0.00039952594901656306 0.0005528984723160525 -0.00016921796239256483 0.00041176425216010807 6.5018426670038093e-05 -0.00011202305576106702 -0.00025748746109318537 0.00036257746204547978 -2.6866576137543062e-05 -0.00011679370314149757 0.00011752675776066801 -0.00018823100479470288 0.00039027394873105575 0.00070866606222649224 0.00012802159705912816 -7.775040706961759e-05 0.0015502148241748948 -0.00044737864938403094 0.0017522307168671297 -0.00020002228594377008 -0.00019200616568077069
leaf_count=12551 1482 4821 34551 1294 16011 103001 733 4808 29774 1384 169 997 1493 15948 63616 158 122 7182 5154 3363 24017 301 240 2759 14607 35 110 60 5248 5942
internal_value=0 -0.033469 -0.0176138 0.0377173 0.0692481 -0.0310838 -0.0675343 0.170603 -0.0808553 0.0688544 -0.126504 0.133933 0.227184 -0.031994 -0.0927647 -0.12185 0.466189 -0.132796 -0.122718 -0.0195656 -0.166374 -0.0132646 -0.143071 0.00876109 -0.0503937 -0.0833336 0.470483 0.99959 -0.170797 -0.183187
internal_count=361931 332372 232437 42146 29559 190291 87290 7595 99935 6205 41367 17008 6301 45923 93730 63956 340 41198 39716 8517 31199 39942 6593 33349 17401 14642 350 182 5981 6243
shrinkage=0.000887971


Tree=2104
num_leaves=31
num_cat=0
split_feature=1078 785 1464 1452 1470 962 1457 1469 1462 779 227 848 294 630 217 617 1435 1041 1397 1254 1120 432 1035 562 73 637 236 902 729 852
split_gain=22.3959 22.5528 21.8936 20.9014 21.5515 22.8982 21.3494 21.7047 25.2039 20.6585 20.0808 20.5449 20.2818 20.0693 20.0506 40.7866 19.6471 24.9295 20.8615 30.672 30.8538 23.4937 21.8051 19.9183 25.0371 22.7324 19.7703 23.6881 19.6407 25.2782
threshold=1.0000000180025095e-35 -0.86283290253235112 0.64223275086548759 1.1844650239005572 -1.3545928909252491 0.78457125397875782 0.041329821661130785 -0.92505546863138177 0.37407200465964635 -0.39989588779486512 1.0193213537740753 0.37610919589656172 2.8830043942517625 -0.1380856514205572 -1.2302648069617999 0.7811836417470871 2.0083258921000415 0.52327583211815332 -0.86650611920389087 -0.45810791384307975 -1.6926702708073769 -0.4215818063742372 3.6823348760177734 -0.77235655935974012 -0.63953235792318408 1.758494774759918 1.2867903879910008 -1.2592235350366694 0.75637635299260908 1.0747610123934368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 13 7 9 -9 -5 12 -12 16 -6 15 -13 18 -18 19 21 -21 -2 -20 24 25 -22 27 -25 29 -3
right_child=10 28 -4 6 5 -7 -8 8 -10 -11 11 14 -14 -15 -16 -17 17 -19 22 20 23 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0067656422597435406 0.0013146096603853814 -6.759722650111254e-05 0.002238230304071069 0.0051626424748970933 0.0001928970747921305 -0.0011779425436664861 0.001108089911418516 -0.010829909623971658 0.0030627155812639095 -0.0099271066306480631 -0.000913042277537084 0.032815001705438114 -0.0042945828142360466 0.0019783887732595369 -0.0041669774717215747 -0.011382352298731755 -0.0057545871949495819 0.0021103300570623831 -0.00053092941336445483 0.014328286074160668 0.0016298619061377779 -0.0022205410047895732 0.0094577814304307693 -0.0063414492960660873 -0.0045683996131104937 0.021509076620462697 -0.0011803812299332915 0.0044145293146514494 -0.00045530185888913128 0.00077420389766042451
leaf_count=229 2950 159498 4689 177 7876 3391 525 458 92 75 7257 30 1391 7249 3611 41 1228 495 46094 158 389 3482 130 188 685 31 731 2695 81907 24179
internal_value=0 -0.000598025 0.0618349 0.0310905 0.0495256 0.0578587 -0.234131 -0.465594 -0.723762 0.0479854 -0.0499503 -0.157189 -0.0329413 0.0937013 -0.335265 1.01599 -0.0267783 -0.303963 -0.019186 0.0753973 0.209439 -0.0479111 -0.0434584 0.176578 -0.101642 0.316926 0.2596 0.341415 -0.00707126 0.00465043
internal_count=361931 290345 24761 20072 18745 18516 1327 802 550 252 71586 10939 60647 15125 3682 71 59256 1723 57533 11309 4877 6432 46224 4719 1105 420 3614 2883 265584 183677
shrinkage=0.0113229


Tree=2105
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 1165 1043 727 647 590 747 746 990 913 795 981 566 1298 1178 1047 491 376 752 846 146 138 1451 73 912
split_gain=50.4918 39.4962 34.5429 37.2828 38.1294 36.4015 27.7376 27.9767 27.2321 27.1533 65.3817 25.8529 26.1215 25.0363 24.2849 24.0964 37.0422 29.1786 32.0535 26.4541 25.1332 26.8627 24.8132 24.9157 23.9255 24.0386 34.3103 24.7423 23.9063 28.923
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 0.1529283414906312 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 6.1031850957970919 1.0000000180025095e-35 1.09266583130301 -1.0282579537198486 1.0000000180025095e-35 1.7060327193526743 1.9839842507384622 1.5690779363521359 -0.46909217670234421 -0.34654259480853461 1.2715548986558056 1.8828081291110934 -1.0752335520519363 -0.53268848306471728 2.2368666814773395 -1.0321883268519072 0.25091737626799537 0.92727673172575076 1.6442246313874156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 11 -4 7 -1 -7 10 -3 12 -2 -10 -6 17 -17 19 -19 -5 -18 -22 -21 -24 -11 -26 -27 -28 -16 -30
right_child=1 9 5 15 14 8 -8 -9 13 24 -12 -13 -14 -15 28 16 20 18 -20 22 21 -23 23 -25 25 26 27 -29 29 -31
leaf_value=2.9069656068233654e-05 -0.00016227052790459173 -7.2295941625641892e-05 3.6374296044076947e-06 -5.4915140547300657e-05 -0.00015267088892509107 -0.00010536317803004408 -4.4143735501276617e-05 0.00016838335391895515 0.00013187416453174874 -2.941070946163214e-05 0.00039919297535370609 0.00053399434314829253 -2.2612995213718849e-05 0.00040844310269807854 6.9038329135660748e-06 -7.554787170544093e-05 -0.00010347982742539872 0.00016830490410019166 -0.00023730850558548354 1.1731096554000503e-05 0.00041603473236979954 -0.00025829986767875814 -0.00010062075285070593 0.00026092929698227457 -0.00011484455974176321 0.00076198758415812519 -0.00018527838390965741 0.00038320002009401097 -0.00016427026204007025 0.00041122430009621287
leaf_count=12186 33878 4821 34551 23994 5981 1294 8270 9103 4808 29774 1384 169 7320 1493 33349 26904 757 6081 703 39410 1115 220 1134 2683 62243 277 1011 425 6243 350
internal_value=0 -0.0350769 -0.0204462 -0.0339316 -0.0724081 0.034995 0.0581787 0.0982878 0.165324 -0.0788753 0.0697276 -0.137122 -0.1433 0.220679 -0.0331576 -0.00785769 -0.0612627 0.0125112 0.140502 -0.00170565 0.193041 0.348053 0.0287739 0.195239 -0.0907147 -0.119776 0.144948 -0.00036629 -0.0144293 -0.145206
internal_count=361931 332372 232437 190291 87290 42146 29559 21289 7595 99935 6205 41367 41198 6301 45923 103001 28996 74005 6784 67221 2092 1335 43227 3817 93730 63956 1713 1436 39942 6593
shrinkage=0.000887971


Tree=2106
num_leaves=31
num_cat=0
split_feature=785 181 1286 804 1463 678 59 727 910 427 685 1469 1372 1366 285 1221 705 885 498 406 1458 562 218 597 1244 471 1030 120 1462 21
split_gain=49.5629 40.9506 31.9503 35.3279 44.9488 35.7253 30.7834 29.4216 29.3382 28.6146 28.2374 27.47 29.2206 26.8804 31.2579 29.5558 29.2853 29.2795 26.6171 26.3008 26.0925 25.7608 25.3765 25.3419 25.3661 25.2515 25.2222 24.9311 24.73 24.5881
threshold=-0.86283290253235112 1.0000000180025095e-35 0.78161905918100072 0.45538871002063286 -0.11337658786490251 1.6243751288565669 1.7621890616334766 1.0000000180025095e-35 -0.91869136887037428 -0.60706248525251094 1.0165023615855489 -1.0470123060412753 1.7231870616215912 0.90180248132876506 -0.72727961200190261 1.0000000180025095e-35 -0.92585405476900962 4.1869290161081958 1.8624117431693454 1.3204840876176156 0.084403803362298288 0.46002108078389231 -1.3046772006597165 3.1596628491584919 -2.0027994516645182 1.0000000180025095e-35 0.99422031274767553 3.5559217545737982 2.9521831957916924 0.43301101584543472
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 9 5 8 11 -1 -5 18 -11 19 13 14 16 -16 20 -15 -4 29 -13 -7 -10 24 -3 -24 -9 -8 -14 -2
right_child=1 23 3 4 -6 21 27 26 22 10 -12 12 28 17 15 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.6327682712196229e-05 4.5870322757675451e-05 -0.00069411394050344129 -0.0001419002201970391 -0.00032912184476824362 0.00021704607309503047 -0.00070598820517453779 -0.0001452088087132979 0.0001270681403203192 -0.00040633718589105927 4.3499630751311002e-05 -0.00017731378052232059 5.6650868999858287e-05 -0.00016934484471533298 -9.4110134223079922e-05 -1.5944908793296861e-05 -9.7705955855550365e-05 6.6674397569009192e-06 0.0015930550509966831 0.0002867032996653634 0.00019351685771588903 0.00033120451226756152 0.00041906911122368781 -2.8921080182870021e-05 0.0004707499313686858 -8.2784647443983529e-05 0.00020700077529358271 -0.00018715043959286726 0.0025760799739032972 0.00043970938603869991 -8.2798717454977389e-05
leaf_count=12551 18792 491 9103 869 6698 396 12649 16011 483 21977 3206 3890 10402 27249 71924 27451 26490 36 593 3231 2161 84 3123 298 69031 3611 997 35 253 7846
internal_value=0 -0.0344818 -0.0227259 0.0266629 0.11093 0.00721829 -0.0354189 0.0580114 0.0418093 -0.0135696 0.0235685 -0.0291319 -0.0411612 -0.0338338 -0.0205587 -0.0412734 0.0392098 -0.100761 -0.122813 0.0301219 0.180717 -0.546632 0.0830636 -0.0910738 -0.0949926 0.113026 0.118513 -0.156181 -0.165643 0.00808803
internal_count=361931 332372 262552 50143 15264 8566 212409 29559 8086 34879 25183 199725 169856 159201 131916 99375 32541 27285 9696 29869 6051 480 7217 69820 69522 6734 17008 12684 10655 26638
shrinkage=0.000905731


Tree=2107
num_leaves=31
num_cat=0
split_feature=1442 503 752 1237 1457 561 795 633 854 797 784 590 889 906 707 774 862 1392 1000 727 706 588 1299 771 703 1456 6 1459 110 1465
split_gain=22.4307 27.8271 27.7269 27.7402 32.4143 28.4109 27.4851 37.3227 35.5022 76.4035 38.556 32.4639 28.1129 27.2362 25.5231 25.4242 24.5201 28.9462 30.3497 26.3531 34.4839 29.3265 24.7113 24.5034 24.4008 24.3083 29.1171 26.1452 24.7959 23.7346
threshold=-1.2625182715263061 -0.94607543640072678 -1.0752335520519363 0.5723095224056084 1.2180895490156352 -0.25501551215658241 -0.29258408639884992 1.7407312976543683 -0.87473648844905705 0.63961785378869596 0.9594655836162902 0.58895901036483078 2.6474452267957287 0.27738917569640958 1.1258414773755818 -1.1581837907285166 -0.97446007815901359 -1.0121985417529691 1.0000000180025095e-35 1.0000000180025095e-35 1.421269665889898 2.250834115212506 4.8377936256885405 0.75179090162714879 3.3139509488172876 0.042545365537477266 2.987251991472228 0.40413748344094969 1.0000000180025095e-35 -0.079034750824344205
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 24 6 5 13 7 16 9 -8 12 -9 23 -5 -11 -14 17 18 -4 20 -18 22 -21 -10 -2 27 28 -3 -27 -22
right_child=2 25 3 4 -6 -7 8 11 10 14 -12 -13 15 -15 -16 -17 19 -19 -20 21 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010395808953569689 -0.00085209987432557032 -0.0010791331659342795 -0.0040153176519572582 0.00072201165559073529 0.0022960836862905318 -0.0022576952511025932 -0.00064932651650300148 -0.0023329970208316952 -0.00038618294063173819 0.0038944205200963011 0.00091466557992088101 0.0022108427240912767 0.028529482487705291 -0.0024337277095347193 0.011353422709567159 0.0033601342637641003 -0.00021705557174809878 -0.0032260756190969869 0.021484285211883235 0.0012723754769722116 0.00067877754637699344 0.0043910035725470802 -0.01886557278207647 -0.0017869906075752213 0.010554099179864791 -0.0012812970302806574 0.016073434681617548 0.00070186852510038388 -0.0044847176170729666 0.0045631094864765432
leaf_count=10062 51358 42211 114 11604 3057 16010 6020 6873 56680 3502 19991 1943 29 5077 435 1087 26028 2477 89 41913 3851 2887 64 16722 202 9419 127 13199 6104 2796
internal_value=0 -0.0470664 -0.000132565 0.00911297 -0.0546345 -0.080018 0.0184699 0.0465926 -0.00562946 0.114152 -0.019201 -0.0893002 -0.0429112 -0.0108788 0.329849 0.296691 0.0612681 -0.155703 0.675131 0.0679588 0.0200805 0.101551 0.0866382 -0.0483382 -0.0553714 -0.0656516 -0.160492 -0.0420207 -0.171008 0.165102
internal_count=361931 81122 280809 229249 35748 32691 193501 89035 104466 9957 94509 8816 74518 16681 3937 1116 80219 2680 203 77539 32675 44864 41977 73402 51560 71060 15650 55410 15523 6647
shrinkage=0.0143602


Tree=2108
num_leaves=31
num_cat=0
split_feature=476 1097 1470 785 713 21 210 21 1469 1468 1454 1453 540 209 831 1470 76 824 1455 284 21 947 884 1362 153 208 1252 418 632 1465
split_gain=45.9391 46.7902 42.8647 41.2219 37.617 34.3148 30.6439 38.0937 52.7748 36.2178 45.0743 34.5993 32.6966 37.4401 29.5068 33.683 32.6039 28.7488 27.216 32.3189 29.9001 28.3737 29.468 30.6089 26.9221 26.8642 27.0558 26.5448 28.0305 25.4954
threshold=-1.0099296266851885 -0.95342879297703587 -1.1535394197080833 -0.86283290253235112 1.0000000180025095e-35 1.189441983669046 -1.5255039139934115 -0.32341995197817647 -1.1256941366283033 0.38892790084257617 -0.82542789839051101 -0.13332918316212281 1.6305215107933637 1.2240214519904722 0.7352422090975943 -1.1298860701531226 -0.74176577941697552 1.6273301965107299 0.35881941651261778 2.2154822803873588 -2.9709283393608152 1.0000000180025095e-35 1.0000000180025095e-35 -0.69930563466564566 -1.0819196679717293 2.0281345528622965 1.1286095911620906 1.3578225241611832 -1.9105277061999291 -0.40523020188868136
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 4 -3 27 24 8 -8 12 17 -12 25 -14 16 -16 -9 -11 19 20 -1 22 23 -22 -5 26 -10 -4 -29 -6
right_child=1 3 5 6 29 -7 7 14 9 10 11 -13 13 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00063474896838214018 8.6863922275406394e-05 -0.00018237297332244189 -9.111839014742678e-05 4.8365973781903287e-05 1.9847418768017758e-05 0.0001448688643380798 0.00016669681236562136 1.8655661244743196e-05 -4.6341016153650075e-05 0.00060949950561066672 -3.0899116496049315e-05 0.00019828210494972416 0.00027054418196215048 -0.00063268751123160918 -0.0001711769148072263 5.4876439924895484e-05 -6.0515371147664257e-05 -0.00062131838587676516 -3.7455487100990595e-06 0.00015761485910822676 -1.332914815686676e-05 -6.7528689379750653e-05 -0.00011216675895683879 -0.00036724310711133516 -0.00029879899396225101 -0.00031550146711538287 0.00011394263441789792 0.00083552416123943102 -0.00031207514154845144 0.00015588185398412351
leaf_count=197 6179 1923 41187 1564 8152 2284 8632 26247 30016 812 5803 4489 2023 191 2545 23397 73040 108 23572 2111 2406 39980 16823 11467 3260 1552 4884 97 4329 12661
internal_value=0 -0.0110111 -0.0772112 0.00231965 0.0884914 -0.104767 -0.00851961 -0.00452023 0.0422165 0.0119788 0.121671 0.0785426 -0.0212689 0.225238 -0.0257372 0.0368 -0.043595 0.574124 -0.0738457 -0.100067 -0.11082 -0.114293 -0.185758 -0.322748 -0.203974 -0.0386736 -0.0267546 -0.121448 -0.316434 0.11445
internal_count=361931 265375 54076 211299 22736 47897 188563 183739 58510 49878 11212 10292 38666 2214 125229 25942 99287 920 96556 72984 70873 70676 30696 13873 4824 36452 34900 45613 4426 20813
shrinkage=0.000887971


Tree=2109
num_leaves=31
num_cat=0
split_feature=1430 1298 1444 1091 959 428 188 616 21 915 1457 1466 1469 1450 636 1047 254 696 1465 1469 1043 846 1189 1437 652 1396 1315 1216 889 1454
split_gain=22.48 36.8787 32.2771 31.2399 28.7522 26.6911 26.391 27.08 30.2876 26.5362 25.1418 40.7768 31.3507 25.5655 25.1175 24.4488 24.2382 24.0177 23.9641 23.272 22.6299 22.3563 22.1247 22.119 25.1877 28.1433 24.5541 25.0803 22.9387 22.0588
threshold=0.54622893720785959 1.0000000180025095e-35 0.61050815248025436 0.69009342306031496 -1.2907225086880219 1.9213959352038696 0.56595263301418985 2.7324024598564378 0.43301101584543472 0.42728142883351833 0.18998039427901892 1.341016174566126 1.569158560977409 -0.711948217342527 0.94303735694321833 -0.48850300258794249 3.3238828776040195 0.14383838889359787 -0.23500880686833706 -1.3538714453306848 -1.85230392566313 0.27815439065979142 -0.15662796068616605 0.72713696786055593 -0.98896428961744431 3.3916044036113879 1.5672501076390903 2.3855481443271001 2.6474452267957287 -0.17470481038223243
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6 16 12 15 -14 19 -12 29 22 -13 -7 21 -4 -8 24 25 -3 27 28 -26 -10
right_child=-2 23 20 -5 5 14 17 -9 10 -11 11 18 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0020022525409076368 0.00029631123448042911 0.00082630189137036553 0.0013007846916375642 0.0062702699158107495 0.00032524013811602629 0.018091740344844169 0.0029457028435686474 -0.0053955741032244613 -0.0031727501485068624 -0.00196234997941602 -0.004263047241684751 0.00077756870861407645 0.027688881917491918 0.0062315653511564647 0.0065373894736460905 0.0020095658307578024 0.0057021701528323487 -0.00097715843192760924 -0.011035004934161758 0.00032294789550836979 -0.0024268173502276125 0.023730278387999404 0.00017326487329445131 0.00072829119508740104 -0.0001988387318145285 0.014828348484707363 -0.0020725681193419659 -0.0030888259697764366 0.003106631131330737 -0.0010117874329905329
leaf_count=21396 85047 15678 228 502 29279 50 4452 2201 12549 7908 830 232 63 223 762 3339 388 5715 464 2713 17087 78 5336 29462 92410 112 8650 3881 2014 8882
internal_value=0 -0.019757 -0.0533773 -0.0387758 -0.0423576 -0.026571 -0.0363239 -0.0600274 -0.0527113 -0.00715007 -0.114855 0.0310059 0.115903 0.835293 0.155838 0.061692 -0.152947 0.0418535 -0.48158 0.0550486 -0.166045 0.590089 0.105401 0.00253098 -0.0120407 0.0694898 -0.0254448 -0.0157319 -0.00931651 -0.164709
internal_count=361931 276884 124677 107284 106782 85386 81861 66358 64157 37187 26970 5151 4455 286 3525 4169 21819 15503 696 2763 17393 306 9788 152207 122745 15790 106955 98305 94424 21431
shrinkage=0.0135319


Tree=2110
num_leaves=31
num_cat=0
split_feature=43 862 188 1462 957 907 1107 832 915 347 693 1463 0 4 114 899 1464 1464 1455 1450 1467 1454 1462 1454 836 1451 1464 1450 1458 1456
split_gain=21.8543 22.2785 22.1192 26.4293 24.3366 22.6042 24.2369 30.9213 24.5013 22.2292 22.0369 25.6416 26.1896 25.0877 25.1983 24.9176 24.4776 25.3073 33.6346 34.6719 29.4614 24.34 30.7514 26.948 24.3294 24.2535 33.1373 32.0052 31.8728 31.7634
threshold=1.0000000180025095e-35 -0.97446007815901359 1.0000000180025095e-35 4.0723155983858552 1.0000000180025095e-35 2.6596371626767215 0.35503037452672076 -0.026064405804899941 -0.34071645994622862 -0.82817921007029482 -0.038823445884877399 -0.043407658172389896 0.067947162560419175 0.77106241182360014 3.7888525678453377 1.9556542118207265 -0.025103616233642181 0.0086554168877801384 0.5242327265902369 -0.090280543359351748 -0.30623595977454926 -0.86730870454553399 0.17767018163809203 -0.84722408107669478 0.37825596538695433 0.52786446122684672 -0.10984312730835798 0.40731753260500059 -0.46589091170928792 3.742879312526544
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 -7 -8 -9 -6 13 16 -13 14 -3 -14 25 18 20 -20 -18 22 -19 -23 -25 26 -12 28 -27 -30
right_child=2 10 3 -5 9 6 7 8 -10 -11 11 12 15 -15 -16 -17 17 21 19 -21 -22 23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-0.0014108946117307288 -0.0014111972079549795 -2.0057456649860206e-05 3.6000511423191632e-05 0.0081175243296545407 -0.0062807081114441424 0.00056534396859660011 0.0040600805186778843 0.062388707739222907 0.019746574590049356 -0.0011602767766737362 -0.00051357225131727668 0.00021409525057608061 0.0012537196321771402 -0.0011174419067584312 -0.0074122790620961771 0.0053632809991139407 0.011675122210935369 0.0056963256051392039 -0.0069970348131050148 0.0097426586656173316 0.0023188712851179858 -0.0079085684464104238 -0.010358989413767674 0.0010161885529385386 -0.00073915613340816606 0.0055082925008060335 -0.0045028575619538869 -0.0012249746840380658 0.00024690797738322284 0.013246800415262338
leaf_count=11263 34455 113554 33902 271 1473 441 89 20 47 4079 43576 29783 22154 25784 356 1132 448 1134 337 113 560 366 130 16511 9703 1588 1913 3187 3429 133
internal_value=0 -8.2782e-05 -0.0479018 -0.0122084 -0.0180791 -0.101519 0.433208 1.2351 2.56401 -0.187394 0.00356676 0.023342 0.0606673 -0.0172827 -0.00357605 0.114857 -0.00170203 0.0486523 0.324074 -0.165192 0.541442 0.0335368 0.339444 0.0197295 0.0273668 -0.0313138 -0.0531287 0.0762388 0.182799 0.064036
internal_count=361931 287154 74777 39725 39454 35052 597 156 67 5552 275891 136197 53069 139694 113910 23286 83128 29302 1458 450 1008 27844 1264 26580 26214 53826 45489 8337 5150 3562
shrinkage=0.0127514


Tree=2111
num_leaves=31
num_cat=0
split_feature=785 181 1286 221 59 1011 1463 471 1290 1470 281 1469 1372 406 712 578 1366 354 885 852 1458 1450 699 1457 21 1016 829 895 912 1116
split_gain=43.7554 36.3575 31.8177 34.7028 30.8758 27.5854 34.6865 35.0075 27.4807 27.8088 29.1072 27.1884 29.4306 29.2612 27.1862 26.9599 26.2465 29.8985 29.1367 26.465 32.5983 28.4179 25.8115 25.4192 25.0753 29.1954 27.04 27.2475 26.1071 25.6573
threshold=-0.86283290253235112 1.0000000180025095e-35 0.78161905918100072 -0.96478448547911522 1.7621890616334766 1.0000000180025095e-35 -0.11337658786490251 1.6494270255275161 1.8124611990991408 -1.0470993467107601 -1.0964074851173 -1.0470123060412753 1.7231870616215912 1.3204840876176156 -0.63779424894106762 -0.87905496296652397 0.90180248132876506 -1.2056746623686703 4.1869290161081958 -0.22706799479215015 0.33493849984939089 0.059614261619994738 2.8974408976375003 1.1644139362256081 0.43301101584543472 1.0000000180025095e-35 2.2322159894299918 1.0000000180025095e-35 1.9448114091673692 -1.0477340759045499
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 4 -4 8 -5 7 -7 11 10 -10 13 16 24 -1 -16 17 22 -18 20 -19 -22 -13 -9 28 -26 27 -27 29 -2
right_child=1 -3 3 5 -6 6 -8 23 9 -11 -12 12 -14 -15 15 -17 18 19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00013889006337145079 -0.00018241824034869215 -8.1336861121874323e-05 -0.00012707287194737614 1.138926619614848e-05 -0.0001478876828117267 7.1151318456437311e-05 0.00023999329984749853 -0.00061767807135878236 0.0010397275760211369 -0.00018627392368696717 3.3743005782250084e-05 0.00010989767222039012 -0.00015495403372491398 0.00022906771960133596 0.00024791336579336369 4.9262109919643839e-05 -9.2387188577978558e-05 -9.483726133220883e-05 0.001695199910240726 6.5366716188628155e-06 0.00013339323685715166 -9.448298465341243e-05 0.0010729991617300643 0.00073127741327318858 -0.00023805579593376858 0.00018110813564620103 -0.00109056624316513 -0.00014593196495922445 0.00037936775099573113 6.7819454787835913e-05
leaf_count=3225 2337 69820 6665 30122 12684 7026 5790 484 169 9601 1313 7020 10067 3061 3439 22895 25846 37731 36 68372 6719 4340 127 56 3319 2376 104 1646 926 14615
internal_value=0 -0.0311824 -0.0201013 0.0292388 -0.0327826 0.0499122 0.128541 0.0333086 -0.0264791 -0.142837 0.140193 -0.0203371 -0.0326784 0.0399798 0.0558334 0.0771064 -0.0251268 -0.0115901 -0.0928307 -0.0201893 -0.0636993 0.0443478 0.134092 -0.477459 0.0161995 -0.0867231 0.0226514 0.0463137 0.0601793 0.0400708
internal_count=361931 332372 262552 50143 212409 43478 13356 7566 199725 11083 1482 188642 160258 28384 29559 26334 150191 124309 25882 117162 48790 11059 7147 540 25323 7445 4126 4022 17878 16952
shrinkage=0.000961169


Tree=2112
num_leaves=31
num_cat=0
split_feature=129 418 208 1272 848 498 427 1176 80 1470 1311 785 712 803 735 126 124 296 979 1158 1013 1441 320 1470 672 1051 1453 14 1047 4
split_gain=21.5235 21.5829 27.4254 22.9759 21.642 23.2407 25.2589 21.6131 23.6899 21.7234 22.7934 21.4827 24.6198 24.5288 52.9753 31.1819 30.1652 31.0871 25.7186 24.8252 25.1117 28.0792 27.354 24.8866 22.9715 28.9062 22.842 22.7265 22.7037 22.454
threshold=1.0000000180025095e-35 0.26598749557713591 -0.65154622499975157 2.0742188206678471 -0.48585202802945093 0.80640827531343717 -0.31687363939091001 -1.2932618239641427 -0.66948966712665137 -1.2954595170378473 -0.068721160183543156 -0.86283290253235112 -0.63779424894106762 0.85523949479533445 1.356718709411544 1.402259659649604 1.0000000180025095e-35 -0.58924197155363001 0.96633897851977746 1.0000000180025095e-35 0.54050183860820311 1.7193014468115779 3.1329729150046788 -1.319112866592808 -0.65546635319905777 -0.75726919182125352 5.5477399240790328 -0.1028530955559364 2.4761585366192258 -1.1484123397909853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 -2 -6 -7 9 -9 10 -4 12 -1 16 26 27 17 -13 19 20 21 22 24 -22 -18 -26 -15 -16 -19 -23
right_child=1 -3 7 -5 5 6 -8 8 -10 -11 -12 13 -14 14 15 -17 18 28 -20 -21 23 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.001836853051492225 0.0024862233898860202 -0.0016385363671861455 -0.007468855228078857 0.0064155927079593365 -0.0017481671213409908 -0.0045710917652426516 0.0078261541094570286 -0.0023917847477865164 6.1926044956462045e-05 -0.0048470558856289359 0.025065851871706981 0.00076240149246163181 0.00096134691335798459 3.9334394085251634e-05 0.0014930331071812356 -0.0039650205626137148 -0.0025114206577429607 -0.00031365525098290674 -0.0014898424752239812 4.2746809476081448e-05 0.0074020243137775119 0.0077292101293103986 0.017301733316029272 5.4772822796316042e-05 -0.002503142161307551 -5.5788469931745815e-05 0.0071425903498833583 0.0047577100381420365 0.0021537359216612377 -0.005676752791231492
leaf_count=2712 3222 18661 39 576 3716 228 461 5279 13685 2180 40 36785 23498 44210 2736 430 7324 81789 20242 52043 306 128 52 10103 6101 17242 271 2861 2895 2116
internal_value=0 -0.0590629 -0.0199966 0.0988279 0.0598365 -0.0592235 0.342495 -0.0674945 -0.0440962 -0.333569 0.916936 -0.0018795 0.0571464 -0.00801044 0.0357991 0.218047 -0.0184218 0.00699941 -0.0457308 -0.0295394 -0.0730837 -0.106528 -0.0890916 0.0277628 -0.0925489 -0.0536809 0.00764962 0.259723 -0.0180239 -0.394547
internal_count=361931 48087 29426 8203 7627 4405 689 21223 18964 2259 79 313844 26210 287634 50508 6027 237126 121469 115657 95415 43372 32963 30719 10409 30667 23343 44481 5597 84684 2244
shrinkage=0.0122563


Tree=2113
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1117 441 746 430 623 487 1122 942 816 904 214 618 1035 1454 1111 644 499 1449 1440 417 497 698 1115 1456 853 3 691
split_gain=21.5629 42.7007 34.9055 22.3194 24.4409 22.8579 22.5071 21.9581 21.3057 28.9732 21.2531 23.1553 26.5098 24.9481 24.2584 29.1183 23.7711 23.2961 25.3846 23.2016 22.7375 23.0794 22.2263 22.0013 21.6892 21.1869 26.544 20.9232 21.5953 21.1886
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 1.0007360560485064 1.0000000180025095e-35 2.6418189434053163 2.547155718644087 -1.7719400192665511 2.2811417240063645 -1.0062925101640332 3.1241105236897999 1.0000000180025095e-35 1.1326407961883123 -0.83955508042567539 -1.4147875658213491 2.3427150684947753 0.40055145564584022 1.2757201419101298 -0.34929633066952553 0.20783998664447195 1.2399523804183812 1.0000000180025095e-35 -1.8717203014186927 -0.8388004186753738 0.72183333176628983 1.4579049886845643 0.32895061178289459 1.0000000180025095e-35 2.2709459304818265 -0.99189003273918541
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -5 -2 10 -10 11 19 13 23 15 22 17 -16 -19 -3 -18 24 -15 -13 -22 -9 -27 28 -4 -29
right_child=3 8 27 6 5 -7 -8 25 9 -11 -12 12 -14 14 16 -17 20 18 -20 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0011938059854596538 -0.0030679127361971383 -1.0247100936716598e-05 -0.0018028312630110081 -0.00048003191297556262 0.00073017118534608998 -0.0031717254625933228 -0.0061430569529452271 0.00012334690210125124 0.0099029886753378461 -0.0030729589506944977 0.0045997232612188339 -0.001266419614718227 -0.0014464574475570016 0.012857610618269726 0.0010899584579696566 0.011665350586347167 -0.0013813631162218375 0.001124628037049749 -0.0050261785336531209 -0.0015439863920534574 0.0044010795289579395 -0.00795000780614343 -0.0031700689413747783 0.0022624622857467898 -0.0034762375824328772 -0.00059275124938172 -0.004682071413462276 -0.00294356943147049 0.003327780796246866 -0.00030165726625466734
leaf_count=4151 2091 23735 40316 29944 53623 910 529 103032 148 3122 589 1581 5549 92 21642 118 6618 880 1114 11984 1076 145 3155 7613 257 6208 1488 3050 794 26377
internal_value=0 -0.0292343 -0.0795408 0.00727041 0.0174688 0.0556591 -0.0486282 -0.00185959 0.00154231 -0.20416 0.00759533 0.00425575 0.0332193 0.0496878 0.0227639 -0.186914 0.0385215 0.0733987 -0.167309 -0.0442599 -0.0612845 0.168417 -0.235114 0.14897 0.247404 0.00200326 -0.113514 -0.097975 -0.142814 -0.0488566
internal_count=361931 164106 74688 197825 167352 54533 30473 112819 89418 3270 86148 85559 49840 44291 35097 3365 31732 23636 1994 35719 8096 1478 3247 9194 1333 110728 7696 70537 41110 29427
shrinkage=0.0117803


Tree=2114
num_leaves=31
num_cat=0
split_feature=1454 21 50 194 128 67 1023 1465 1464 68 1381 1362 848 1470 1455 830 905 1464 1116 151 232 1175 365 702 1020 356 17 1451 1256 1250
split_gain=21.5154 22.3099 22.2151 38.0495 21.2988 21.0502 20.721 20.6575 27.1869 20.7754 24.1456 23.5776 26.3422 25.1207 35.5771 27.025 22.7017 22.5559 27.3853 22.5189 23.328 27.4348 27.4115 22.4888 27.0984 27.2894 28.639 23.7731 22.4231 21.8224
threshold=-1.0640499357927207 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.7580350236293423 1.0000000180025095e-35 5.5066796363144226 3.116712650924125 6.9868163170523445 0.69836631878832012 2.7866493450571705 1.0000000180025095e-35 0.40974670707416222 -0.68441465353469622 2.9627295243953253 1.8227892136636004 -0.626218791782991 -0.43977669381808343 -0.29941782273381939 0.92512493785411776 -0.92832084101888468 0.4869642392827182 2.6018507054985629 1.496582218574757 1.0000000180025095e-35 -1.503083745922271 -1.056021143788531 1.3287662675440461 -1.0876610728536427 -1.4041594778181734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 6 -2 -3 8 9 11 -11 13 19 17 15 23 29 18 -4 20 -13 -22 -23 24 27 26 -26 -15 -17 -12
right_child=1 2 7 -5 -6 -7 -8 -9 -10 10 16 12 -14 14 -16 28 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0073357786608645881 0.007784777366640446 -0.0010349972797346896 0.00029383728489591472 -3.3722013945339356e-05 -0.0039535434880971672 -0.0069110317010190143 0.011649628643271277 0.00253027850184037 0.01300832317565213 -0.00079927758291557858 0.019936429543544833 -0.0013636620969027281 -0.001575237087990961 0.00018890000665247088 0.0063675145166447187 -0.0037699984408805691 0.0095270133109525579 0.00041011251798861838 -0.0028789459949455009 -0.001469899340212684 0.00017874950599086915 0.0026745950214713582 -0.0094809948640068378 -0.001330773823653063 -0.011062783153996308 0.001464190134050757 -0.00056394204075997851 -0.0037920853228694444 0.0039176219374989869 -0.010909155942205363
leaf_count=604 591 68131 5155 89946 5704 111 108 3161 129 32947 31 7363 15814 24678 1042 474 423 15975 5784 8433 21946 7657 216 5397 390 33148 1387 1570 3450 166
internal_value=0 -0.00679195 -0.00766069 -0.0297165 -0.0810767 0.378698 -0.0694238 0.0074927 0.00438491 0.00360536 -0.0475277 0.0141168 -0.0225796 0.0341561 0.0556315 0.0495231 0.402982 -0.0222505 -0.0998842 0.00412202 0.0285207 0.0553103 0.165766 0.0387892 0.0510878 0.0894264 -0.199803 -0.00448102 0.219794 -0.342902
internal_count=361931 361327 360625 163889 73943 702 68239 196736 193575 193446 33567 159879 61429 98450 71536 70494 620 26914 10939 45615 37182 29819 7873 66570 61173 34925 1777 26248 3924 197
shrinkage=0.0143602


Tree=2115
num_leaves=31
num_cat=0
split_feature=785 516 727 789 921 728 332 651 507 518 705 377 713 452 506 564 579 973 761 539 110 1392 357 561 464 140 926 978 507 1442
split_gain=55.295 39.9402 36.6046 36.4713 35.7038 58.75 51.1974 46.5178 46.3893 35.99 37.6972 47.1108 35.9237 34.6128 69.4667 34.5016 32.6285 32.4571 32.111 31.9494 31.1892 30.1847 29.4223 28.5016 28.424 28.9757 31.3033 27.4024 27.0712 32.4141
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0525743831388839 -1.3163276726681863 1.0000000180025095e-35 1.1107569744011787 1.0941628986121894 1.0794040238867422 0.3847065924170836 1.4210717172751071 1.0000000180025095e-35 0.60725649753328859 -0.33605752069368178 1.4188032667957222 1.0000000180025095e-35 0.84874543308613937 1.5021234709567175 1.6593606958601528 1.0265080922301884 0.3554463032933099 -1.1830908951918688 0.060847979350058673 1.0000000180025095e-35 2.2495871450723777 1.3208001047385596 -1.1462055262450856 -1.0861700333034265 -0.962738934255707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 -1 4 5 7 19 8 17 10 -8 27 -6 15 -15 23 -10 21 -14 20 24 -3 -13 28 25 26 -7 -12 29 -2
right_child=1 3 -4 -5 12 6 9 -9 16 -11 11 22 18 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.999868359377701e-05 -0.00011180897525637411 3.6569843640860582e-05 0.0001235683511922666 -8.961176977786277e-05 -0.00011737932295191851 -0.00012030952854439291 -3.3100374719213508e-05 -0.0001820949191265991 0.00016154549468939291 -0.00010834173204771398 -0.00031109862233721209 -0.00042485775263551419 7.0087516691515292e-05 0.00025274127295957157 -4.8614443680381591e-05 -0.00020122387906305986 0.00050727583045827632 -0.00013965169775807907 0.00029514419166265765 0.0017667079857933599 -0.00027580086243919047 0.00025696438128645048 0.00036830797041150463 -0.00011260724860501198 -3.2057431301768783e-05 0.00026780637789526027 -0.00037363414289944143 5.8395410724877997e-05 -6.1714308449672975e-05 0.00011828536724365866
leaf_count=12551 5061 9163 17008 23724 3563 19479 27216 2539 3142 10943 1019 241 16964 4108 17725 10410 1577 3355 2993 29 5323 3445 2553 46525 27164 910 4914 21837 46939 9511
internal_value=0 -0.033847 0.0638553 -0.0136921 -0.00184771 -0.0156756 -0.0366998 0.0839141 0.11823 0.00224482 0.024593 0.0792988 0.0763449 -0.0660813 0.0197661 -0.0831288 0.299339 0.0593762 0.112379 -0.0934423 -0.0951638 0.10698 0.333253 -0.0697215 -0.0784031 -0.152148 -0.172499 0.0484945 -0.0377217 0.051783
internal_count=361931 332372 29559 192093 168369 144849 121628 23221 20682 63809 52866 25650 23520 140279 21833 118446 4719 15963 19957 57819 57790 12608 2794 108036 52467 25303 24393 22856 61511 14572
shrinkage=0.000942322


Tree=2116
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 728 340 727 12 739 651 232 789 50 283 1309 592 842 633 590 1391 547 1085 1012 357 503 1469 707 1328 1124
split_gain=54.7011 50.7212 96.166 55.0044 47.9498 40.3136 37.6035 36.6669 33.4762 32.0768 30.6881 26.7339 26.4725 27.2225 27.0376 27.0268 26.167 25.8928 27.774 32.2845 27.4035 24.9091 24.76 24.6803 24.6116 25.0667 24.2593 25.1942 24.0882 26.6609
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 -0.49008176997875957 1.8162821653890682 1.0000000180025095e-35 -0.59727736220901595 1.0000000180025095e-35 1.1107569744011787 0.92584771804271815 1.1248358748350926 2.4096561148868774 3.2009538167291431 1.0000000180025095e-35 -0.59494694347224619 3.1048954322592532 1.9976441459236287 0.58895901036483078 1.9262293263007251 1.4078093546699517 2.6028363301048416 1.4711245761114824 0.22320799764597363 -0.34809765881544047 -1.3184646215665221 -0.042363424289661618 -0.28146813225158168 -0.89948846153507567
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 12 8 24 9 16 -5 22 23 -10 13 15 17 -3 -1 18 20 -20 26 -9 -7 -6 25 -2 28 -28 29 -14
right_child=1 3 -4 4 10 6 -8 21 11 -11 -12 -13 14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0001451364168795956 2.6739187735899776e-05 -5.1666606858042127e-05 -2.4557411349727557e-05 -4.272054919692238e-05 -7.1082770984443519e-05 -0.0001178399015975329 -0.00044161017878135311 0.00012953910818285712 0.00010517802643350933 -0.00024030260674909467 -0.0003430830662603447 -4.7654095864047903e-05 -0.0010126466895359933 0.00015853759377876576 0.00088917562177215598 1.9278942396448842e-05 -6.7730352790583277e-05 0.00053435449162444559 4.5516667281693858e-06 0.00078286529028271127 -0.00052875312618198324 -0.00017049934649113066 0.00056420858239439396 0.00050905914244170651 0.00010264040931031368 -0.00022554770622752195 -6.6412716837285589e-05 -0.000215849715131285 -0.00018392739922193837 0.00079440042694330993
leaf_count=2447 3913 76440 82513 9440 4692 33631 4809 15968 28491 21778 1384 4378 34 2594 103 26760 10104 222 938 193 765 1040 179 257 4126 4813 10346 9116 226 231
internal_value=0 -0.0402905 -0.0747508 -0.016513 0.0407176 -0.155545 -0.189771 0.0566447 0.0664203 -0.173081 -0.121302 0.0958323 -0.0427522 -0.0282493 -0.115434 -0.0345371 -0.0282155 -0.121229 -0.129846 0.194421 -0.1507 0.123887 -0.125754 -0.0478651 -0.028988 -0.114912 -0.134734 -0.149649 0.301868 0.686432
internal_count=361931 332372 155762 176610 48642 73249 60397 29559 42309 55588 6333 32869 127968 105794 22174 103200 12551 22071 21849 1131 20718 17008 33810 4949 12852 8726 19953 19462 491 265
shrinkage=0.000887971


Tree=2117
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 727 647 590 859 747 1030 795 981 566 1298 1178 1047 491 913 846 146 138 1451 73 912 146 783 376 752
split_gain=47.2658 36.4956 34.0995 33.4978 33.2276 36.1652 29.2382 27.8874 65.3507 26.5965 24.9905 24.9687 24.6687 33.7124 28.5499 32.5228 25.8001 24.9158 26.2746 24.5978 24.0033 24.939 34.3144 24.7346 23.7077 28.8883 24.3336 24.3093 23.6303 24.369
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 6.1031850957970919 0.99422031274767553 1.0000000180025095e-35 1.7060327193526743 1.9839842507384622 1.5690779363521359 -0.46909217670234421 -0.34654259480853461 1.2715548986558056 -1.0282579537198486 -0.53268848306471728 2.2368666814773395 -1.0321883268519072 0.25091737626799537 0.92727673172575076 1.6442246313874156 2.7503861831498626 1.0000000180025095e-35 1.8828081291110934 -1.0752335520519363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 10 -1 8 -3 -5 -2 -8 14 -14 16 -16 -6 -15 -19 -7 -9 -22 -23 -24 26 -26 27 -21 -18 -30
right_child=1 7 3 9 12 19 11 20 -10 -11 -12 -13 13 17 15 -17 28 18 -20 24 21 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-1.7621340249335505e-05 -0.00012371908572618074 -6.8449626021932584e-05 4.6433121455412163e-06 0.00040927204254854061 -5.4979728813336169e-05 -0.00015234024133601071 0.00012243519105277148 -2.7304590122940095e-05 0.00040356417304702541 9.6705668475766945e-05 0.00052616342723469734 -0.00018388225152798132 -7.6214301571241421e-05 -0.00011389730882118432 0.00016674410186215548 -0.00024217722917514357 1.1030811705541893e-05 0.00040233976987425396 -0.00026497321168637177 5.690744954782889e-05 -0.00011311430083850813 0.00076881506501415146 -0.00017943198961073786 0.00038975634726480437 -0.00016255434601082132 0.00041314830198586227 0.00045839458812973246 -4.8318598338209315e-05 -0.00010209637346386078 0.00025544986513246202
leaf_count=12551 41198 4821 34551 1153 23994 5981 16011 29774 1384 6442 169 997 26904 757 6081 703 39410 1115 220 15772 62243 277 1011 425 6243 350 364 17213 1134 2683
internal_value=0 -0.0343316 -0.0202626 0.0348642 -0.0336699 -0.0700429 0.0559624 -0.0764883 0.0743575 0.160101 -0.133228 0.116224 -0.00905375 -0.0630944 0.0115715 0.13832 -0.00249019 0.179447 0.333981 -0.0318301 -0.0884954 -0.117641 0.152391 0.00668457 -0.0129695 -0.143286 0.00915238 0.00232643 0.0276199 0.190095
internal_count=361931 332372 232437 42146 190291 87290 29559 99935 6205 7595 41367 17008 103001 28996 74005 6784 67221 2092 1335 45923 93730 63956 1713 1436 39942 6593 33349 32985 43227 3817
shrinkage=0.000887971


Tree=2118
num_leaves=31
num_cat=0
split_feature=728 659 744 679 609 1450 1394 1258 1246 43 1364 1116 411 431 428 489 82 901 1189 635 903 810 1250 1470 703 1038 511 429 349 972
split_gain=22.2898 23.7253 21.183 21.2088 30.2163 21.9093 20.7554 21.5292 25.7855 20.463 22.206 32.5351 29.9825 24.8422 20.7403 24.5791 21.7568 20.9484 20.3505 25.5408 23.7461 23.2732 21.8687 29.5795 23.685 24.8054 22.5847 24.9167 24.1193 22.9817
threshold=1.0000000180025095e-35 0.62821384419828064 1.3025484894158337 1.3590407435377796 -0.93177752141597858 0.15319084326732887 -0.89507556284558343 -0.27802159125708265 1.9516735866435488 2.2744972866152193 1.2961404104704866 -0.92191098908823255 0.63178908498744746 -0.34960902921198123 2.4497553040962807 -0.059606028635095572 1.8789455750540134 -0.049638666018556918 -1.0096337021262032 -0.35941250429537769 -0.16474389304281353 1.0000000180025095e-35 -1.1076659410081089 -0.72777912771879083 -1.642092651391948 -0.023941245639509525 1.3983252645387927 -0.68683818844718514 3.4362264013700026 -0.29318625246921987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 4 -4 -5 7 8 -1 18 14 12 13 -12 16 -16 -11 -18 21 -20 -21 22 23 -2 -25 -26 28 -28 -24 -29
right_child=2 -3 3 5 -6 -7 -8 -9 -10 10 11 -13 -14 -15 15 -17 17 -19 19 20 -22 -23 26 24 25 -27 27 29 -30 -31
leaf_value=0.00058048104898773259 -0.0016799933730899357 -0.00063078626514858932 -0.0030894503726608406 0.0014140973103649018 0.00099028051414512086 0.0077499196253666856 0.00028715969986464832 -0.0013482611864551821 -0.0033423805565064818 -0.0058133704957313093 0.015147517858897071 -0.0014355743904628981 -0.0098353286320135534 0.06113514785875715 -0.00077271663676483227 0.043366892363281513 0.02540565713505797 -0.009573010411697714 -0.0015943475644698043 0.00041342557168768561 -0.0010512531247030006 -0.0011937282129544046 6.8327499753099534e-06 -0.015557230984707029 0.011780834151825976 0.00090314584814425801 -0.0062960206296805103 0.0057344756681762419 0.017914468320683611 0.02381239623212647
leaf_count=17284 527 41024 2294 1782 6389 614 174316 18052 2165 3526 38 347 38 29 52 23 57 43 32670 21913 25308 6052 5639 70 861 348 120 166 77 107
internal_value=0 0.00261876 -0.039171 0.0517824 0.000411194 0.237028 0.0121622 -0.0404044 0.0148575 -0.0527187 -0.271705 0.394463 1.84396 2.8526 -0.352051 1.07776 -0.391231 0.894313 -0.0464735 -0.0616866 -0.0267043 0.0454805 0.128676 0.3793 0.592926 0.662639 0.0604727 0.613489 0.0198644 0.946355
internal_count=361931 252841 109090 11079 8683 2396 211817 37501 19449 98011 4153 452 105 67 3701 75 3626 100 93858 79891 47221 13967 7915 1806 1279 1209 6109 393 5716 273
shrinkage=0.0132666


Tree=2119
num_leaves=31
num_cat=0
split_feature=785 470 395 203 727 1436 526 498 497 705 1049 579 843 931 405 1037 77 577 1040 1450 1278 341 444 1272 566 719 704 652 982 212
split_gain=48.9892 36.9361 39.8809 33.8343 31.723 29.3121 27.739 27.2436 30.6436 32.1428 36.1927 27.0356 26.6692 31.8104 26.003 25.6059 24.9299 24.6987 24.6539 24.396 24.0588 25.6557 23.8389 23.67 29.1694 35.8046 29.4231 27.039 26.0646 25.4643
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 1.0000000180025095e-35 0.60428344764309971 2.3757057381457001 1.9004659221911799 2.0895063784560848 0.70592243731563598 1.342371635369997 0.38369638209385348 1.3716067819194413 1.0000000180025095e-35 3.5736363738346935 -0.60489981398538839 1.5029597294391763 -0.9250398530534788 3.4299001835843828 4.2167433909250827 -0.32715411899638508 1.6369401821412268 0.53875400747721158 1.0425293070791588 1.7603402020327763 1.0000000180025095e-35 -0.75160351858120955 -0.98896428961744431 1.6027530853488912 2.7520157275345398
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 15 7 8 11 -10 22 12 23 -14 16 -2 20 -5 -8 -19 -6 -22 -11 24 27 26 -26 -3 -27 -25
right_child=1 6 -4 17 14 -7 18 -9 9 10 -12 -13 13 -15 -16 -17 -18 19 -20 -21 21 -23 -24 29 25 28 -28 -29 -30 -31
leaf_value=-1.8541431265404702e-05 -0.00023976423369075103 2.4403091206276476e-05 -3.0282851597920036e-05 -0.0004643360290598423 1.2926179130584463e-05 3.854394089658917e-05 -0.0001961005714992392 0.00011287946479123659 -8.7579310609708408e-07 0.00017852245720540271 -0.00013123308086476006 2.3584759014210492e-05 -7.2853253135869202e-05 0.00016855082724327291 -0.00087583749216526923 -8.0740763387833337e-05 0.00043425385282289065 -0.0001853587773173249 0.0015834069378339165 0.0013187409475443643 0.00021337441471422258 -0.0001857966578380443 0.00049952077651014063 1.7877271068339607e-05 -0.00021623804813903968 -0.00013987770504465515 0.00019280097250088643 -9.5525426554260654e-05 0.00049553339412538504 0.00063962218086525123
leaf_count=12551 11052 9434 82761 5218 6956 8422 6091 7148 8258 2828 996 39276 4034 4928 126 33491 1163 14898 34 47 8005 758 1317 12552 876 5046 4844 68221 324 276
internal_value=0 -0.0321998 -0.0618405 -0.114527 0.0598204 -0.0850338 -0.0119023 -0.007593 -0.0137184 0.0804952 0.206509 -0.0233099 -0.0416688 0.0668567 0.1226 -0.116748 0.129663 -0.240349 -0.188549 -0.181582 0.107783 0.184784 0.292302 -0.0527169 -0.0663742 0.0360082 0.142013 -0.0827321 -0.104762 0.0331338
internal_count=361931 332372 155889 73128 29559 52965 176483 170358 163210 13399 5141 149811 110535 8962 17008 44543 16882 20163 6125 14945 15719 8763 4145 101573 88745 11090 5720 77655 5370 12828
shrinkage=0.000961169


Tree=2120
num_leaves=31
num_cat=0
split_feature=476 1097 785 1470 21 332 395 678 475 1071 657 1470 713 994 1455 284 735 1463 634 418 632 789 1388 1465 1452 1469 253 1456 1454 1454
split_gain=51.9694 51.1202 45.0054 43.7676 34.9271 34.7226 50.8267 39.1256 37.3528 36.447 36.654 34.6467 34.2192 31.8954 30.3171 33.5528 30.0098 29.4002 27.7638 27.4757 27.7414 26.8741 26.8486 26.6802 29.0535 34.7707 26.5972 30.5238 26.5395 35.1711
threshold=-1.0099296266851885 -0.95342879297703587 -0.86283290253235112 -1.1535394197080833 1.189441983669046 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.69084194168817237 -0.29429909822911982 -0.069427565105718306 1.0000000180025095e-35 -0.71270203125691001 0.35881941651261778 2.2154822803873588 3.1554326354961759 0.63242675378998692 -1.1929985402420178 1.3578225241611832 -1.9105277061999291 2.1947927481295069 2.4110983817974296 -0.40523020188868136 0.55483083833984748 0.046665139118415085 1.0000000180025095e-35 1.3778752582070839 -0.91909735138557946 -0.98478334500156417
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 12 -2 19 6 8 -7 11 13 -11 -4 -3 -9 15 17 28 22 -15 -5 -21 -20 -1 24 -14 -26 27 -10 29 -8
right_child=1 2 5 4 -6 7 16 9 26 10 -12 -13 23 18 -16 -17 -18 -19 21 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00014796178990700445 8.8065035562476227e-05 -0.00018525649438554912 -8.3410857571886051e-05 -0.00010592417575108441 0.00015105224075753643 -4.5940957710310027e-05 -0.00021318084951862405 0.00017466960237281205 1.4254353577297611e-05 7.910074280816037e-05 -0.00015670474673497103 -0.00025250270644633339 7.0964309641019239e-05 -0.0002043371236494189 -8.7668629201383519e-06 0.00016559999212783916 0.00037656777550678131 -2.5514763635040744e-06 5.909547871129546e-05 0.00088414733647659307 -0.00034749505923084106 -0.00018972245433907246 0.00017649851720717593 0.00016840561708811341 -8.547981287728458e-05 -0.00089321197206514527 -0.00016042170049877322 0.00045138070846500051 -1.8260404485585361e-05 0.00049129501177116943
leaf_count=58611 6179 1923 15483 41187 2284 35054 488 7996 8864 3986 6325 15027 6872 2093 23572 2111 770 10978 41801 97 4329 1727 1284 12661 988 292 5400 870 41782 897
internal_value=0 -0.0158307 -0.00190169 -0.084812 -0.112565 -0.0131994 -0.0483901 0.0118894 -0.114209 0.0404406 -0.0683546 -0.167273 0.0880913 0.0620116 -0.0824695 -0.110019 -0.00121346 -0.120917 0.0414549 -0.129332 -0.326872 0.0513349 -0.14459 0.112771 0.0186183 -0.272163 -0.011207 0.0623103 -0.00922236 0.281314
internal_count=361931 265375 211299 54076 47897 188563 89581 98982 45644 63928 10311 30510 22736 53617 96556 72984 43937 70873 45621 45613 4426 43528 59895 20813 8152 1280 15134 9734 43167 1385
shrinkage=0.000961169


Tree=2121
num_leaves=31
num_cat=0
split_feature=785 728 1431 727 647 590 666 519 690 1049 382 714 803 791 861 650 993 212 981 827 151 354 862 908 745 426 768 831 496 923
split_gain=53.6943 38.1432 30.6508 28.2895 28.288 68.5296 27.5964 29.2853 40.4751 32.7764 30.9488 29.7422 44.2737 53.4935 49.73 36.2231 34.0253 33.4577 32.3855 31.3472 31.9576 30.8358 31.6303 31.4809 30.0933 28.4367 26.5215 25.4496 24.8509 24.7108
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 2.2575337098986954 2.1420547332082829 -0.55036963499547997 1.285893796353293 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 2.1314615550283826 -0.89727091510114898 -0.55971853496820956 1.3608075230447352 -0.36836247429892682 2.5133415331761015 1.3851549945161543 1.0000000180025095e-35 0.73554732968959546 1.0191313245711819 0.86906712438610501 0.080100313498032205 1.7961697169243773 1.2820453279424497 -0.86449023226567734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 5 -3 7 11 -9 10 -10 15 13 16 29 19 21 -16 24 20 -2 22 -13 -24 -18 -23 -21 -19 -17 -15
right_child=1 4 -4 -5 -6 -7 -8 8 9 -11 -12 12 -14 14 17 28 18 27 -20 26 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.8009850026973249e-06 7.7146367985661104e-05 -6.6850955018195153e-05 -7.3085048909461627e-05 0.00010880356870526357 -7.471430973564298e-05 0.00040750535884884052 0.00010590593961034194 -9.7785269114031433e-05 0.00027669567326434936 -0.00010768560817004567 6.126955178325159e-05 -0.00014725795518443348 0.00011175241875302264 -0.000351789769735065 -4.542108648655545e-05 0.00018517284904189069 -8.2521676489395092e-05 9.8921850561024794e-05 1.5459931230595615e-05 2.4922409717188517e-05 0.0008071345906362099 0.00021095236981087933 1.9046515246816442e-05 0.00041637005556651634 -0.00021028156083221901 0.0010421465799129578 -9.0066965232286529e-05 0.00036196542825066947 0.00079154049229880044 -4.5091762523628758e-05
leaf_count=12551 12962 4821 35150 17008 93730 1384 6806 3559 4256 1541 4074 3324 6596 1217 6208 1973 58310 13796 10418 17932 190 897 2992 919 8568 174 13455 1277 238 15605
internal_value=0 -0.0305523 -0.0161599 0.0657473 -0.0737085 0.0783285 -0.00634208 -0.0117019 0.0795434 0.14498 0.195728 -0.0200146 -0.0376095 -0.0479241 0.0224144 0.0277557 -0.0791597 0.0893331 -0.0936658 0.0138832 0.10263 0.0599577 0.00737747 0.135986 -0.112702 0.428316 -0.0250764 0.142202 0.301889 -0.0768392
internal_count=361931 332372 232437 29559 99935 6205 197287 190481 13430 9871 8330 177051 130301 123705 38103 46750 85602 21281 77296 44539 13152 8306 7235 3911 66878 1071 31387 15073 2211 16822
shrinkage=0.00087056


Tree=2122
num_leaves=31
num_cat=0
split_feature=125 1461 1461 1459 1461 1462 1464 1454 21 1466 50 1454 1457 545 202 490 1469 1450 1467 1465 1458 1452 1452 1460 1468 1458 1466 1466 21 1458
split_gain=22.0479 28.1141 66.6968 61.7086 37.0855 51.7721 50.7291 44.4395 42.7546 44.8589 37.9958 33.5247 32.5422 32.0585 31.2489 30.7749 30.4139 29.8899 49.4955 36.2883 32.7323 29.8875 83.484 89.4164 89.0336 132.556 81.6305 94.4709 73.2883 72.8305
threshold=1.5320262332576917 1.2257192582534573 -0.3640729456269281 1.9632967188765165 0.47977897591105673 -0.11741179351746577 0.10188322546539115 0.77522926762611444 -0.89074317784588486 0.29321934873014976 1.4829784501753427 -0.2363894608792538 2.1222942755723575 -1.3445792648519526 2.2706774934648286 -0.34224241451422288 -0.83850545498565088 -0.53388413047336081 2.500819528513873 3.6265588976010945 -0.14554587881095421 -0.24323082735298898 -0.29256690109767597 -0.25000383293513451 0.82408035764145182 -0.07839413551592582 0.57156622312866312 0.77995716001212811 2.1349806934485605 -0.62344718443295732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 5 8 11 12 9 10 -4 -7 14 -8 -6 -5 -17 18 19 21 -21 22 24 -24 -1 29 -23 -28 -27 -26
right_child=-2 -3 3 15 7 6 13 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 26 23 -25 25 28 27 -29 -30 -31
leaf_value=-0.0011192257342616603 0.00061143958740172294 0.00061984367584922611 -0.0022229322717457044 -0.00025726366840114143 7.9063745798687725e-05 -0.00018237194005772716 -0.0096429183854811074 -0.0050561105133610793 -0.0042156834346284639 0.014198548158032799 0.0095880791508623255 -0.0059751217151162344 -0.0078088881252316332 0.0058803500373567005 -0.0043491399879359328 -0.0010629557289769834 0.012050679737567885 0.00013550174549781317 0.0046418393435579382 0.021349903723561776 0.0033263222588858859 -0.0021131031137488574 0.0085374875183635828 -0.0021119285049594335 -0.0011414472000411886 -0.00073840802101696992 0.0085130712766159113 -0.00017702522540468237 -0.021715755759693776 0.0088668296189770793
leaf_count=37257 26776 31852 3714 520 21622 3909 213 2128 13184 176 233 1417 567 1239 1976 198 466 169028 1329 68 419 27983 1670 1080 775 2943 1122 5565 165 2337
internal_value=0 -0.0144044 -0.0216378 -0.103188 -0.118055 -0.192823 -0.00966812 -0.0577315 -0.26981 -0.0244487 -0.0938486 -0.133939 -0.0295666 0.366015 -0.0165737 0.386764 0.689582 -0.00665146 -0.0437204 -0.0517899 0.549084 -0.0559557 -0.0166576 0.367796 -0.0429608 0.204475 -0.10878 0.111825 -0.136695 0.521936
internal_count=361931 335155 303303 51562 50378 24085 6778 26293 17307 4123 3947 5326 24165 1452 23598 1184 664 251741 82713 81384 487 80897 46227 2750 43477 6220 34670 6687 3108 3112
shrinkage=0.0125014


Tree=2123
num_leaves=31
num_cat=0
split_feature=184 816 785 21 187 885 638 900 372 428 1458 938 866 909 859 1248 782 507 1431 1465 1277 513 359 74 1465 1452 1469 1458 21 1465
split_gain=21.7817 23.5918 22.2968 30.9596 34.2883 25.9237 32.8849 31.709 32.7029 27.4962 27.4065 24.3158 39.9089 40.2719 29.7988 28.32 27.0374 24.6886 24.8391 24.0586 23.865 24.6087 23.8621 23.3301 23.3274 31.1781 27.3157 23.6945 26.3188 25.564
threshold=1.384368771371848 2.9000507500104784 -0.86283290253235112 -0.70163543588998201 1.1282120477717485 1.0000000180025095e-35 2.3363763065401777 2.0794394162937264 -0.89164644713046382 -0.77730114898505864 1.8460070869938618 -0.57633625342910477 0.5880156106821478 0.89205059183677138 -0.54135187694831066 0.56466032830487733 -0.84243843966579501 -1.0861700333034265 1.0099929608726099 3.6265588976010945 -0.58544871947101362 1.0454229551509682 1.544585866384623 2.7645126049518645 -0.41120921193798426 0.85148356494928035 -0.84637363804435373 -0.23643646033011245 1.0003342417131433 -0.42261094208562427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 24 -4 5 6 9 8 20 -5 -11 12 -10 -14 -13 17 -15 18 22 -19 -7 -22 -16 -18 25 27 -27 28 -1 -29
right_child=1 -3 3 4 -6 7 -8 -9 11 10 -12 14 13 16 15 -17 23 19 -20 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0023163578602858753 -0.0010094532869464271 0.010996954109105814 0.00043057063341581391 -0.0020036982815012771 -0.001454360349134663 0.0037673324668356235 0.0029645835294239775 0.0024829294411314456 -6.9631096985294156e-05 -0.00061148119940225294 0.0025276258915173113 0.00038293627295571945 0.00014577950157703548 -0.0070763595533306451 0.0018571375677405237 -0.0020018485225943646 0.0058471607433420785 -0.00073582206935247961 -0.0049148715626847533 0.005190362324664426 -8.8084639267061452e-05 0.0040924756361149939 0.0096198294878516288 -0.018870786367834746 0.0014155923574238468 0.00038191211913276706 -0.0082025086608517889 0.0021001576602674987 0.002483613437191791 -0.013658523011474768
leaf_count=3690 34654 134 78063 16301 24593 3186 2650 4130 15558 57043 2225 26240 2623 143 2844 13611 2645 38390 558 478 6983 1279 332 35 16608 502 772 4299 1275 87
internal_value=0 -0.0709635 -0.0030472 -0.0091809 -0.022497 -0.0131956 -0.0479217 0.00633248 -0.000834247 -0.0567282 -0.0348507 -0.0129553 0.0524561 0.206645 -0.03042 -0.0603398 0.375149 -0.0323287 0.147038 -0.0484704 0.113802 0.051488 0.215214 0.420493 0.0559176 -0.0231582 -0.344057 0.0196119 -0.0828181 0.135015
internal_count=361931 34788 327143 299910 221847 197254 78219 119035 114905 75569 59268 103457 21004 5446 82453 56213 2823 42602 3734 38868 11448 8262 3176 2680 27233 10625 1274 9351 4965 4386
shrinkage=0.0132666


Tree=2124
num_leaves=31
num_cat=0
split_feature=51 136 152 1006 789 332 395 405 1160 858 696 1223 21 1457 961 1463 917 1452 1456 633 590 909 83 1391 1467 927 497 450 1457 1470
split_gain=21.9903 21.7047 23.809 26.4398 21.6513 31.0983 35.6448 36.2516 34.2761 33.2854 32.5731 31.8901 29.8739 32.8883 30.0713 29.8839 30.2922 30.0414 34.9188 29.2328 33.856 28.6588 29.8204 28.2333 27.7119 26.8865 29.8147 26.6411 26.521 30.832
threshold=1.0111847875080273 1.0000000180025095e-35 -0.33724381005183385 1.0000000180025095e-35 1.1248358748350926 0.65944866827063242 1.0000000180025095e-35 1.0000000180025095e-35 0.68536004617275303 1.0825608069246189 2.2711300922351723 1.0000000180025095e-35 0.62211875780133752 -0.59322669071868417 0.58053403949872362 -0.052537044703927886 -1.1604116614746975 -0.47560586081675893 1.1604337237420581 1.9976441459236287 0.58895901036483078 2.4537002204145608 1.9360022617919148 1.9262293263007251 -0.53541359196105665 1.0483613175537825 1.5332472853781953 0.69231615738246322 -0.31981610882350758 0.19075927999884934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 8 11 25 -8 12 14 -14 15 17 -17 18 -1 23 -21 22 -13 27 28 26 -7 -6 -15 -30
right_child=1 2 3 -5 19 9 10 -9 -10 -11 -12 21 13 24 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.4078501308104221e-05 -0.0012682717338824052 0.0030988140364728136 0.0011118716074197264 -0.0034898438352540949 -0.0004277774322984362 0.00098548878384520019 0.0003894930005235096 -0.0027979959875333951 0.0011265657613976634 -0.0014768304954232948 -0.0035510014921297959 -0.0003182991622493932 -0.0057705855233926521 -0.004024907743792952 -0.0042814221071345495 0.012229414219537901 0.00093803724252905052 -0.0026959985045455427 0.011141963476889867 0.00022126442109208336 0.0098267229826193431 0.0054249225408730326 0.006615478210020116 -0.0068691001699530633 -0.003374469351777687 -0.00098289494749379891 0.0032712872668058729 -0.0030743779083364708 0.0052683251700042094 -0.0035748257221744056
leaf_count=5845 44869 3313 4084 2718 24991 31040 109920 14266 14330 6029 2650 31433 4732 1356 5117 406 10009 11093 451 1385 460 1122 730 1097 6548 5608 7676 5706 1972 975
internal_value=0 -0.0548767 0.0390239 -0.0384644 -0.000836739 0.00608667 -0.00684609 -0.0406993 -0.025876 0.0528146 0.0192778 -0.04784 -0.0943806 -0.186562 -0.0473829 -0.0185116 0.0872327 -0.0882235 0.0560591 -0.0546842 0.200136 0.00498868 -0.00872465 -0.0720227 -0.110083 0.0729998 0.0931077 -0.0597016 0.0471882 0.177127
internal_count=361931 54984 10115 6802 306947 273308 222955 110385 96119 50353 112570 81789 48504 15583 32921 27804 10415 17389 6296 33639 1845 33285 32163 31794 10851 44324 38716 30697 4303 2947
shrinkage=0.0155439


Tree=2125
num_leaves=31
num_cat=0
split_feature=785 728 727 784 921 1022 1016 859 647 590 885 1038 677 521 1030 913 846 1453 575 779 146 20 1442 982 85 284 73 912 783 632
split_gain=50.3964 38.1853 31.9571 31.4747 34.9439 31.7357 30.0056 27.1313 26.5061 63.3846 25.6255 25.2208 24.9348 26.3341 24.3581 24.1249 23.861 23.5324 23.4788 23.8559 23.4444 27.3169 23.2326 23.0328 22.9574 22.7392 22.2638 28.8113 24.0154 23.743
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 4.8263866747680533 -0.17630926381181156 1.0000000180025095e-35 1.0000000180025095e-35 0.99422031274767553 -1.0282579537198486 -0.53268848306471728 2.1847129145757513 -0.34806466541374598 0.26837281532951079 2.888475460910541 -0.37168563270387045 0.2363784148266897 1.7621802667917166 -1.3274107148674466 -1.4950250354433621 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 25 6 10 -6 9 -3 12 -12 18 -14 -4 24 -10 -13 -2 -20 -18 -22 -23 -9 -8 -5 28 -28 -17 -30
right_child=1 8 14 4 7 -7 15 23 16 -11 11 17 13 -15 -16 26 20 -19 19 -21 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-1.3489794565297235e-05 -7.7076451758014086e-05 -6.5091668472323398e-05 0.00012913036201097884 -0.00025004145659489167 0.00040911901915108864 -3.3169261906931642e-06 0.00018786573112892962 0.00012166417524226644 -2.3199704845369349e-05 0.000391254251700982 0.0010789572404548932 -0.0001574365043531695 -0.00011761071288054026 0.00010512055077964953 -0.00016823627758304598 6.3054374287056951e-05 -0.00010250142283649993 0.0014077325354087168 -0.00015352143958091246 -0.00035687362679876346 -0.00024666262568487406 0.0013633648570112965 -1.0354683331103593e-05 -0.00043452315510768768 -0.00019290650653876635 1.594433827980638e-05 -0.00015366968464610516 0.00041079701179999709 0.00013170002746969162 -6.7797432392408365e-05
leaf_count=12551 12993 4821 16011 1572 1153 103001 733 6164 29774 1384 102 239 5376 3479 997 15948 63616 28 12763 6387 158 113 69 278 5248 32979 6243 350 2759 14642
internal_value=0 -0.0293898 0.0639742 -0.0149758 0.0380515 -0.0278879 -0.0635423 0.166038 -0.072606 0.0746726 -0.121408 0.41527 -0.129941 -0.0270043 0.126968 -0.0287444 -0.0843444 0.0658253 -0.173917 -0.245167 -0.113469 0.467906 0.99599 0.114272 -0.167405 0.00772027 -0.0100473 -0.136656 0.011398 -0.0447181
internal_count=361931 332372 29559 232437 42146 190291 87290 7595 99935 6205 41367 369 40998 8855 17008 45923 93730 267 32143 19150 63956 340 182 6442 5981 34551 39942 6593 33349 17401
shrinkage=0.00087056


Tree=2126
num_leaves=31
num_cat=0
split_feature=1078 785 11 713 519 470 507 1218 784 962 761 1221 908 975 703 689 660 618 1232 1390 84 355 844 922 369 413 1323 490 347 1049
split_gain=21.1964 20.9094 21.4439 19.3159 39.0414 36.6447 35.846 33.097 29.2118 27.3206 33.4939 24.9975 29.7952 24.6449 25.0055 23.9835 23.9267 33.5766 25.1722 24.6526 24.353 23.3716 30.6701 23.3029 23.2974 24.6018 22.5937 21.9628 21.7969 22.6393
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.42129106556329554 1.0000000180025095e-35 2.1420547332082829 2.6371468439084347 1.0941628986121894 1.0000000180025095e-35 -0.90362276233551631 1.077996490209794 2.4130835502434373 1.9111042213368361 -0.55234718456915199 -0.3311966355082343 -1.5610358635380586 -0.4288425582216272 -0.72421686037558375 -1.4147875658213491 1.0000000180025095e-35 -0.97986167291695836 -1.4609288237757279 0.029022627201253148 -1.9633327945102523 0.8808338060330112 0.2313107406515203 1.0000000180025095e-35 2.5971848210182178 -0.9590897189794706 1.6189624329567738 0.85827587236967673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 6 13 8 -6 10 11 16 -13 21 -15 -16 17 -5 19 -18 -21 -3 -23 -12 25 -9 -17 -22 29 -10
right_child=-2 3 -4 4 7 -7 -8 24 28 -11 23 12 -14 14 15 26 18 -19 -20 20 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00040349743748858974 -0.00059816298749777741 0.0016750208628075038 0.0013079387454509527 -0.0023060605632530804 0.0030627296913972092 -0.0045153315354647403 0.0024458817828888146 0.0013244066024682322 0.00075544011057065866 -0.001113112674073255 0.0006138800728973079 -0.0064809332510973221 -0.0011459886379955331 -0.0028927300955555392 -0.0017017622195525529 0.00037891949511794265 0.0015469850444317424 0.00066081944061240191 -0.00079653137561681452 -0.0033156555014453972 0.0015827630446285908 0.012281581489455146 -0.00061462345730357024 0.0048682589926066248 -0.00014820278806341664 0.0059932020349297887 0.0072128659873365959 -0.00029171876495688505 -0.0061531140950893551 -0.0023743004074501584
leaf_count=8030 71586 11367 16731 3920 2110 941 5809 1231 5790 40498 2497 1233 6834 3434 4929 12570 7173 34641 59987 2325 5370 131 6822 1595 1146 1845 339 38555 432 2060
internal_value=0 0.000216984 0.0603948 -0.00601775 -0.0154757 0.0344254 0.0441033 0.0868472 0.0232138 -0.0247985 -0.0134604 -0.0188004 -0.151924 0.0187851 -0.0351663 -0.00419685 -0.0127509 0.0337643 -0.0300758 0.00451436 -0.0148713 0.0758484 -0.0274836 0.18327 0.23904 0.331196 0.0469562 -0.00426815 -0.0314427 -0.00697455
internal_count=361931 290345 24761 265584 219242 46342 45401 14614 10392 204628 164130 160038 8067 39592 21272 17838 151971 38561 113410 53423 46250 18320 6953 4092 4222 3076 12909 43925 8282 7850
shrinkage=0.0125014


Tree=2127
num_leaves=31
num_cat=0
split_feature=888 158 1046 834 785 889 21 747 803 195 1463 1462 1460 820 334 1465 702 1454 1467 1458 1465 1452 1454 1465 1464 1452 1463 1464 1451 1463
split_gain=20.9347 21.9459 22.4988 21.6074 22.4223 24.4231 24.2693 26.6138 31.3734 37.2669 28.3622 36.1639 27.8279 26.9257 26.2748 25.3735 26.3783 24.9765 32.6514 30.7044 37.5806 37.8514 37.116 38.1504 35.5237 47.8586 35.4808 39.2278 46.7546 34.8179
threshold=1.0000000180025095e-35 -0.072368814914256729 1.1608462076071742 2.1612684629536689 -0.86283290253235112 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35 1.9682860324222273 1.3909106807663625 0.27735576329560918 2.9521831957916924 0.64450141300588693 1.0000000180025095e-35 2.3589082062198705 4.1805237560306479 1.2610499880472321 0.95531609900580594 4.808695702623436 0.20667703603638712 -0.40523020188868136 -0.76841635434299438 -0.90309121467478037 -0.32159838348241315 0.020652577133266702 0.85148356494928035 3.3344277704427654 -0.21277092985742865 0.56703492698768387 1.418130563044764
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 17 10 14 -10 11 -8 -12 -13 15 -9 -17 18 19 20 21 -6 -21 29 25 26 27 -25 -29 -24
right_child=1 2 -4 -5 6 -7 7 8 9 -11 12 13 -14 -15 -16 16 -18 -19 -20 22 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0015987077150680445 -0.00020909999612984733 -0.0015348933053650252 -0.006184259575696285 -0.0017291223446976832 0.0034447996159106494 -0.00074654382363592607 -0.0013495909988237307 -6.5634017100976629e-05 0.0035008003827433406 -0.0032196818906888381 0.00094632876126591302 -0.00061467149776227564 -0.0023849825336215089 0.0094892614828579868 -0.0039455400931347221 0.0075032590306064375 -0.0078598862210628589 -0.0012817467383888282 0.0099727686498599488 -0.0069255371332545513 0.00098556821806726437 -0.0020260275050712133 0.0041879769915894698 -0.00069532465802642186 -0.0013232176119196703 0.0097966819499220176 0.022954356996704072 0.010237646604041873 -0.0075058248154316661 -0.0052012362065379011
leaf_count=18866 26296 17888 2014 9899 2040 6960 60745 112641 4933 1049 17473 566 3859 534 2635 713 136 8475 383 719 24623 16409 8547 4754 6204 858 57 851 244 560
internal_value=0 -0.0600569 -0.129682 -0.00136448 0.00191804 0.0627094 -0.00442263 -0.0167432 0.00308184 0.149576 -0.0506243 -0.07767 0.021075 0.294306 -0.00548598 -0.00100579 0.33905 0.0329721 0.049547 0.0447157 0.00380786 -0.0862497 0.111004 0.126438 0.0434518 0.159036 0.0783507 0.0547425 0.427862 0.235781
internal_count=361931 46198 19902 315733 305834 25826 280008 205284 122107 5982 83177 61845 21332 1100 116125 113490 849 74724 66249 65866 43072 18449 22794 22075 12968 6764 5906 5849 1095 9107
shrinkage=0.0155439


Tree=2128
num_leaves=31
num_cat=0
split_feature=470 464 264 54 601 718 263 1464 1465 1423 785 1454 1450 320 1459 1466 1459 458 195 1296 705 1465 1256 905 810 980 425 1452 1369 1468
split_gain=39.6459 51.4901 33.0219 31.6325 31.3091 37.8812 30.4381 29.5228 47.6769 29.2942 27.5664 26.5064 55.8459 30.2896 27.3721 40.9245 27.9769 26.3312 26.2256 26.1549 25.9898 25.4687 26.2776 24.714 27.5667 24.4557 24.2808 25.5642 29.7105 27.0624
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.38646845251715672 -0.42445565733332025 1.0000000180025095e-35 1.0000000180025095e-35 0.66115833724634121 -0.074891043096876886 0.57942899407087378 1.0000000180025095e-35 -0.86283290253235112 -0.40696913463973794 -0.01180047070279761 0.88160724310766836 0.43577943106047246 3.2754529010249787 0.64892431932778283 1.9901706508881272 1.3909106807663625 1.0000000180025095e-35 -1.0414917589324884 -0.58331477857565561 1.4412748538197679 -0.33943441529814838 -0.65819684525605759 1.4934857464154867 -1.3464955425939835 0.85148356494928035 1.0000000180025095e-35 2.7220206540297416
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 23 17 -6 -5 8 9 26 -3 12 13 -10 15 -13 -16 -1 -19 -9 -7 -20 -23 -4 -25 -8 -2 29 -29 -28
right_child=2 10 3 6 5 20 25 19 11 -11 -12 14 -14 -15 16 -17 -18 18 21 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-8.4371571307529126e-05 -0.00020578449337243254 0.00010813805332218166 8.309483960007428e-05 3.2458081775022687e-05 -0.00022466127451304554 -0.00010978503565203393 0.00019702771523414723 -1.0504415351471683e-05 -0.00011459570078180402 -0.0001626053529542527 -2.9320878337845432e-05 -0.0001389795510219693 0.00069107567878377559 0.00072249377366355417 0.00059991164924034569 0.00073697965222212247 8.4241215828940422e-05 0.00020289031236931859 0.00042340709268014833 9.5447098911495188e-05 0.00028558575753786521 -0.00088770648906481495 0.0011373204796122148 -0.00017808210451448385 7.4836396551551377e-06 -9.9505526615435074e-05 -2.4494926577889712e-05 4.5431742066542607e-06 -0.00030883673106519243 0.00036365209855058513
leaf_count=44433 5229 6813 6735 19645 27693 3813 9903 42258 1339 16070 82952 4316 872 221 504 235 3199 2788 120 13597 1637 305 25 5579 8206 1268 45436 2533 3479 728
internal_value=0 -0.051099 -0.00199056 0.0423096 -0.105601 -0.180091 0.0839081 -0.0208377 -0.0482457 -0.0699702 -0.017518 0.0866926 0.289242 0.0217131 0.0286681 -0.0892723 0.161053 -0.0664129 0.124288 0.0179844 0.0287254 -0.359045 -0.694941 -0.0221094 -0.0720392 0.167443 -0.0481616 -0.0350077 -0.173785 -0.0175545
internal_count=361931 170579 191352 51336 80814 33143 30816 140016 84161 73475 89765 10686 2432 1560 8254 4551 3703 47671 3238 55855 5450 450 330 20520 13785 11171 57405 52176 6012 46164
shrinkage=0.000980392


Tree=2129
num_leaves=31
num_cat=0
split_feature=785 181 837 727 1286 277 567 8 942 1463 540 484 145 427 498 616 597 1244 1030 142 974 819 263 1459 87 270 346 428 1217 1450
split_gain=48.862 43.803 32.7194 32.5923 31.9944 31.9465 32.5928 31.5231 33.5297 40.9709 30.9302 26.0417 26.2242 24.9363 28.7607 27.2756 24.8548 25.1918 24.0206 22.8721 23.1418 22.769 22.7057 24.5402 24.634 25.2062 22.4918 27.2436 22.4315 25.3952
threshold=-0.86283290253235112 1.0000000180025095e-35 0.64384972645585192 1.0000000180025095e-35 0.78161905918100072 1.383899167819199 0.92516156521891413 -1.3201780167189929 0.44633743931240322 -0.11337658786490251 1.6305215107933637 0.40243943359777712 -1.1507712560729344 -0.60706248525251094 1.8624117431693454 1.0032126598012274 3.1596628491584919 -2.0027994516645182 0.99422031274767553 -1.1002423157282424 2.7880706324053377 3.5547049458807911 1.6445160113075163 0.73871680408646412 0.56076668980743449 0.79172259567800396 0.22414172584433242 -0.68788648655711215 1.9780750160580907 6.3256978922114095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 11 6 19 -6 13 10 -10 -2 -13 14 -9 21 17 -3 26 20 -4 -15 23 24 25 -19 -5 -28 29 -25
right_child=1 16 5 18 7 -7 -8 8 9 -11 -12 12 -14 15 -16 -17 -18 22 -20 -21 -22 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-2.1107982031503384e-05 -8.5886815126846393e-06 -0.0007356342680805057 7.3358726747168804e-05 0.00018277288455630661 -0.0002046457917871266 -0.00026249209386894167 7.0773629753000231e-05 -0.00014116501445983021 7.8073094747615484e-05 0.00027705036283969453 -0.00044904765521857276 0.00012670222244419367 -9.4884238371111012e-05 8.1737974422496149e-05 0.00039208717574350861 -0.00020504670671809731 0.00049312077284104419 -6.5698984364212395e-05 -0.00018808333749571071 -9.4582646149287555e-05 0.0012926885660302281 -0.00086505731028412611 8.7185274551531032e-05 1.8066899670165985e-05 -0.00023389831751630753 -0.00020778921751462426 -0.00035690724908910373 8.5041924988445432e-05 -0.00055860748799328817 0.001235880033699506
leaf_count=12551 127297 491 3113 12160 2580 4948 8236 6468 6294 5232 482 2973 33295 16369 460 2121 298 33432 997 42470 58 156 3045 9056 11664 11437 748 3103 336 61
internal_value=0 -0.0336378 -0.0214767 0.0581737 -0.00883513 -0.0722778 -0.0566078 0.0456705 0.0599784 0.150377 0.041139 -0.0232235 -0.079694 0.0140368 -0.104677 0.0532769 -0.0921741 -0.0960541 0.121729 -0.0831817 0.108928 0.0787061 -0.0924753 -0.104324 -0.126503 -0.10082 0.142933 0.000568312 0.00828569 0.0318229
internal_count=361931 332372 262552 29559 203727 58825 53877 40162 37582 12008 6776 163565 36268 25574 6928 18646 69820 69522 17008 45641 3171 16525 69031 65986 56533 44869 16011 3851 9453 9117
shrinkage=0.000961169


Tree=2130
num_leaves=31
num_cat=0
split_feature=476 1166 785 1470 713 705 1455 284 1463 1388 846 958 391 1456 1456 804 665 1451 747 43 958 693 1029 1434 679 1186 677 810 710 769
split_gain=41.1523 43.1999 39.9397 39.7694 31.5334 28.4267 27.3953 32.1218 27.4923 26.3145 26.2866 25.6806 33.7427 31.1667 33.5364 30.8311 33.3611 29.5183 28.3628 31.9714 30.7679 37.0844 32.9795 31.4347 29.7196 30.1292 29.6465 36.1354 32.889 30.4952
threshold=-1.0099296266851885 -1.2508507625752519 -0.86283290253235112 -1.1535394197080833 1.0000000180025095e-35 1.4811233430041424 0.35881941651261778 2.2154822803873588 0.63242675378998692 2.4110983817974296 -0.12534561759174143 1.313041538630376 1.475049428936581 0.28881197010601911 0.32895061178289459 2.2521318533151415 1.0000000180025095e-35 -0.37567724106200656 1.0000000180025095e-35 2.2744972866152193 1.0000000180025095e-35 1.145499798655454 1.0000000180025095e-35 -0.42195508979895918 1.0000000180025095e-35 -0.74943229029338199 1.0000000180025095e-35 -0.65819684525605759 2.5170410845570568 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 -2 -3 11 7 8 9 -1 -5 15 13 -13 -15 18 -17 -16 20 26 21 22 -4 -22 -25 -26 28 -28 -20 -29
right_child=1 2 5 10 -6 -7 -8 -9 -10 -11 -12 12 -14 14 17 16 -18 -19 19 -21 23 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=-0.00013032937177829643 0.00010060899124356716 -0.00017075137160129007 -0.00017121721117249289 -6.1888057601650515e-05 0.00010309967514904473 0.00011061415782500993 1.2221672620865612e-06 0.00017173483962018189 8.5207023817793809e-06 0.00018618672811007266 -0.00019593695114893453 4.0984261564423013e-05 -0.00029133914064845994 0.0019054442368382431 -7.4921658986603617e-05 -6.5439944686500421e-05 0.00022116768154025515 0.00036567127769262695 -4.9016697258367783e-05 -0.00023319902292709771 -0.00010931096881591441 7.021701852059258e-05 4.6850968100526273e-06 -8.5765465593633644e-06 0.00050833573709000454 0.00010019935671176969 -3.3096308607431652e-05 1.7293699237466345e-05 0.00044653169587990666 0.000136092551920656
leaf_count=58611 4774 1975 25197 22407 21294 8016 23572 2111 10978 1284 14147 12878 1325 51 943 2560 3918 2233 51497 3594 8421 4586 6304 8952 1154 3352 22317 19248 559 13673
internal_value=0 -0.00909587 0.00172714 -0.0847473 0.085907 -0.00855183 -0.0687318 -0.0951255 -0.105884 -0.128968 -0.116194 -0.0140392 0.0671414 0.0924269 0.284101 -0.0220645 0.117242 0.255548 -0.0282343 -0.00874738 -0.0706063 -0.112921 -0.14272 -0.0034117 0.0633609 0.219622 -0.00305547 0.0273913 -0.0454258 0.0706188
internal_count=361931 265375 224047 41328 23269 200778 96556 72984 70873 59895 36554 192762 17430 16105 3227 175332 6478 3176 168854 110888 57966 36087 31501 21879 13458 4506 107294 55238 52056 32921
shrinkage=0.000942322


Tree=2131
num_leaves=31
num_cat=0
split_feature=476 1235 785 1470 332 188 1454 705 713 418 1469 334 891 158 1455 284 1463 1176 1450 1466 285 1388 1470 769 1454 420 902 1400 1449 735
split_gain=41.2691 44.5862 38.7095 32.9458 32.3297 49.2103 36.864 34.2801 29.9933 29.0308 28.2018 30.0367 27.762 32.1128 27.6271 32.2053 28.4709 27.0775 26.3598 31.5054 28.5932 25.8408 25.3136 35.3302 25.2383 24.9693 24.26 24.2461 24.15 24.0257
threshold=-1.0099296266851885 -1.24934742919911 -0.86283290253235112 -1.1535394197080833 1.0000000180025095e-35 1.0000000180025095e-35 -0.91909735138557946 0.90721770011872871 1.0000000180025095e-35 1.3920612532805436 -0.63393269545937792 1.3895574197251197 -0.33672929813836994 -0.4525368957278525 0.35881941651261778 2.2154822803873588 0.63242675378998692 -0.54948467686383295 1.4313046434165499 2.7003307171580744 -1.8386351294896461 2.4110983817974296 -1.1417127449306028 1.1185211800238497 -0.98478334500156417 0.93968179452188572 0.72580587971126242 0.51004564572615363 -0.075572632224640987 3.1554326354961759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 8 -2 5 12 24 -6 -3 17 -8 18 -4 -14 15 16 21 -5 19 20 -12 25 23 -18 -7 27 -16 -1 -26 -22
right_child=1 2 4 9 7 6 10 -9 -10 -11 11 -13 13 -15 26 -17 22 -19 -20 -21 29 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-7.7260484616567079e-05 8.2968310349230617e-05 -0.00016452516230841383 -0.00013784486238174325 -0.00016383833975763582 -5.2992653222221992e-06 -6.9995594260989724e-05 5.8680338746125037e-05 7.7798798034630189e-05 0.0001020177310132491 -0.00032698511733187736 0.0010593855822752631 -0.00024290169338731128 0.00016312000270598523 -0.00010388680093031841 3.098235131057578e-05 0.00017202067282323812 0.000422638774861633 -2.7818588915057816e-05 -0.00031834877488609191 0.00063442972399627129 -3.2591264867679235e-05 0.000182700965988102 -3.6989970823193321e-05 -0.00059596023635659834 0.00069029239786518785 -0.00025047066316629849 -0.00017893503154502979 -0.00020544511797348028 5.7155140480478755e-05 0.0003907201810992311
leaf_count=35923 4852 1975 35641 16007 81398 582 15675 23927 21161 3499 96 3356 3801 6417 20166 2111 1133 17502 1265 259 26423 1284 9626 219 666 9221 3406 13467 386 487
internal_value=0 -0.00892043 0.00217301 -0.0849498 -0.00793338 -0.041214 0.00150323 0.0156874 0.0851999 -0.113243 -0.00952855 -0.0483969 -0.108692 0.00290553 -0.0685955 -0.0950745 -0.105834 -0.0917746 -0.0265153 -0.012251 -0.0203483 -0.129301 0.0110546 0.300998 0.321149 -0.138552 0.00169922 -0.115201 0.504153 -0.0248017
internal_count=361931 265375 223515 41860 200379 95054 49195 105325 23136 37008 47561 31886 45859 10218 96556 72984 70873 33509 28530 27265 27006 59895 10978 1352 1634 58611 23572 49390 1052 26910
shrinkage=0.000942322


Tree=2132
num_leaves=31
num_cat=0
split_feature=785 181 727 1286 221 59 1361 884 1454 322 1470 710 804 471 965 920 718 1468 1243 748 120 625 1331 597 1244 1450 21 77 1092 1374
split_gain=47.6964 39.1689 31.468 29.8483 35.6323 30.5378 29.3465 42.2587 32.5811 27.9997 27.2021 28.9203 27.0146 31.776 32.9048 39.3572 31.9223 26.8588 26.5537 25.5904 25.2969 24.9577 25.3088 24.7876 25.1013 24.2495 24.1876 24.4811 28.7274 24.1329
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.78161905918100072 -0.96478448547911522 1.7621890616334766 1.0000000180025095e-35 1.0000000180025095e-35 -0.77574368866889332 1.0000000180025095e-35 -0.3493255348394198 2.3971962946690604 0.45538871002063286 2.2944869526193208 -0.67489880803012814 -0.83967173534858641 1.0000000180025095e-35 1.3991069528470244 -0.4619995808491128 5.1975862834822264 3.5559217545737982 -1.1671559750755671 -0.92070015103061997 3.1596628491584919 -2.0027994516645182 0.72848113776068646 1.0000000180025095e-35 0.95053894427522623 2.9499917481720264 1.5927508501921366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 7 8 -2 10 17 25 -6 14 -14 16 -16 18 21 -20 -7 22 -10 24 -3 -12 -4 -28 -29 -9
right_child=1 23 26 4 12 20 -8 29 9 -11 11 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.7460532877977687e-05 -0.00031045279490192154 -0.00071592499945294765 2.4650583036720451e-05 -0.00012693946422675677 1.1237753261593463e-05 -0.0001469022301911359 -2.4111140773553551e-06 -1.4812506681706448e-06 -0.00079860657588814055 -0.00020620005207177403 -0.00018972396329033046 0.00044677113924123301 0.00034635334898033913 -0.00052444845145425555 0.00035759221669114403 1.3580728086798079e-05 -0.00027904330342775344 -0.00029576157809553749 -1.1322102292198e-05 0.002566293921621061 0.0027189370620434835 0.00022261975246419001 0.0015182174292302163 0.00048883135417549135 -8.1277846063577204e-05 0.00016449966228841516 0.00014131924607562341 0.00048098789816548203 -0.0018851569606806431 -0.00014164828689414559
leaf_count=12551 6388 491 6893 6665 29971 12649 110749 39920 30 12644 10843 437 2286 291 2612 7982 336 1223 5810 25 35 2511 108 298 69031 1146 8550 1537 28 7891
internal_value=0 -0.0304988 0.0602701 -0.0189993 0.0287731 -0.0312788 -0.0250154 -0.0589791 -0.130263 -0.0999144 -0.0495676 -0.132501 0.0497218 0.127221 0.142592 0.0931248 0.299409 0.0502548 0.0997247 -0.00125373 -0.151731 0.300042 1.18924 -0.0859417 -0.0898259 -0.159065 0.122752 0.192997 0.468674 -0.0202691
internal_count=361931 332372 29559 262552 50143 212409 199725 88976 41165 34777 22133 12426 43478 13507 13216 10930 2948 9707 8484 5835 12684 2649 138 69820 69522 11989 17008 10115 1565 47811
shrinkage=0.000942322


Tree=2133
num_leaves=31
num_cat=0
split_feature=476 1097 1470 785 713 21 1455 1463 210 21 1469 1452 1466 1470 1458 1461 710 1371 836 243 567 765 194 1458 1458 1459 1464 955 402 810
split_gain=48.3052 51.0852 45.6589 43.6294 34.7324 34.3012 31.071 33.049 30.9232 37.8931 53.8017 36.5508 44.6384 38.3889 43.0155 47.2426 49.8409 31.8712 31.3631 33.103 35.4519 31.1507 29.7428 38.1898 60.9131 40.6167 37.3629 33.303 32.1118 33.0351
threshold=-1.0099296266851885 -0.95342879297703587 -1.1535394197080833 -0.86283290253235112 1.0000000180025095e-35 1.189441983669046 0.35881941651261778 0.63242675378998692 -1.5255039139934115 -0.32341995197817647 -1.1256941366283033 -0.12401946641855496 0.10938426410252901 1.3024667090820021 -0.58065270013075276 0.56849382259836123 0.88013663730638159 1.0000000180025095e-35 0.71188531891884721 -0.83313486429032935 -0.76794030499032129 -0.57033912355056782 1.0000000180025095e-35 -0.50691198241461255 -0.48748576768083851 0.015014468430795973 -0.40496521894048304 1.3670073888404592 -0.92710518500779682 -0.65819684525605759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -4 7 -1 -5 10 -10 17 13 -13 15 16 -15 18 19 -12 -21 -17 23 -11 25 26 -25 -26 -24 -30
right_child=1 3 5 8 -6 -7 -8 -9 9 22 11 12 -14 14 -16 21 -18 -19 -20 20 -22 -23 28 24 27 -27 -28 -29 29 -31
leaf_value=-0.00012280534193441123 9.2615753765069967e-05 -0.00018250291468042374 -0.00011994253881141761 -0.00019464768334255544 0.00010766494359646311 0.0001478333788337548 -3.028803735521709e-06 1.6161913497336416e-05 0.0001762161006686598 -0.00014280952960612453 -0.00010612039575482832 -0.00015179361890582609 8.6283664627032243e-05 6.3233879633483846e-07 -0.0001748233216306891 0.0036606422654010284 0.0014312117384341022 -0.0001297723828056052 -6.1036105552763351e-05 -8.7217455870093995e-05 0.0001953178390165242 0.0011011753900086261 -0.00014292622109852949 2.3729767904220662e-05 -1.5942629345610915e-05 -0.00019266608965745326 0.0010950037779982121 -0.0002305748261400619 -4.1223430261794388e-05 5.0137885987522806e-05
leaf_count=61625 6179 1923 45613 4824 20813 2284 23572 11359 8632 20733 2554 14989 6391 408 664 29 107 3957 4695 2443 13585 56 6284 207 32140 285 386 4804 24504 35886
internal_value=0 -0.0132322 -0.0822815 0.000701172 0.0893663 -0.110644 -0.0775826 -0.10553 -0.010436 -0.00641916 0.0401405 0.00965842 -0.0590348 -0.127083 0.249233 0.647199 0.401351 0.0631205 0.0914748 0.132403 0.167167 2.12763 -0.027578 -0.0684336 -0.025274 0.531253 0.819842 -0.0408939 -5.04115e-05 0.0133535
internal_count=361931 265375 54076 211299 22736 47897 96556 72984 188563 183739 58510 49878 22644 16253 1264 600 515 27234 23277 18582 16028 85 125229 58555 37822 878 593 36944 66674 60390
shrinkage=0.000942322


Tree=2134
num_leaves=31
num_cat=0
split_feature=476 1097 1470 785 713 21 210 21 1469 1452 1466 1470 1458 1461 710 1371 765 836 243 567 831 1470 76 1455 284 21 971 947 884 1362
split_gain=48.6653 47.8579 44.6444 44.4115 37.4337 34.559 31.3079 37.7845 53.3535 34.6887 42.7678 38.1907 43.0266 47.4629 50.0692 31.2516 30.8502 30.5522 32.7014 35.6488 30.4178 33.1692 32.8103 29.4237 32.9359 29.0222 28.4703 28.2686 29.1596 30.0615
threshold=-1.0099296266851885 -0.95342879297703587 -1.1535394197080833 -0.86283290253235112 1.0000000180025095e-35 1.189441983669046 -1.5255039139934115 -0.32341995197817647 -1.1256941366283033 -0.12401946641855496 0.10938426410252901 1.3024667090820021 -0.58065270013075276 0.56849382259836123 0.88013663730638159 1.0000000180025095e-35 -0.57033912355056782 0.71188531891884721 -0.83313486429032935 -0.76794030499032129 0.7352422090975943 -1.1298860701531226 -0.74176577941697552 0.35881941651261778 2.2154822803873588 -2.9709283393608152 1.5221601074587408 1.0000000180025095e-35 1.0000000180025095e-35 -0.69930563466564566
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 -2 4 -3 -4 -5 8 -8 15 11 -11 13 14 -13 17 -15 18 -10 -20 22 -22 -9 24 25 -1 -17 28 29 -27
right_child=1 3 5 6 -6 -7 7 20 9 10 -12 12 -14 16 -16 26 -18 -19 19 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00067578608435246159 9.5653328681484035e-05 -0.00019492551055257128 -0.00011906022694057713 -0.00019925325276962306 0.00011214896390517204 0.00015534352711815219 0.00017963906126049154 1.8901845208887011e-05 -0.00010839200209481808 -0.00015131042885286578 8.7182822981941797e-05 1.5855394003730931e-06 -0.00017581454400234672 0.0037307965495678376 0.0014639857126813641 -0.00019304177931842926 0.001132279315999774 -6.1345626958766685e-05 -9.1305561290884452e-05 0.00019769326681311973 -0.00018394340241676744 5.8905701049038034e-05 -6.7073378225320014e-05 -4.23913481480614e-06 0.00016919548515577883 -2.0006007963211384e-05 0.00048426960288375671 -7.7001894027882003e-05 -0.00012538199050046521 -0.00039942185387555594
leaf_count=197 6179 1923 45613 4824 20813 2284 8632 26247 2554 14989 6391 408 664 29 107 3617 56 4695 2443 13585 2545 23397 73040 23572 2111 2406 340 39980 16823 11467
internal_value=0 -0.0121635 -0.0790594 0.00132507 0.0908055 -0.10715 -0.00991972 -0.00587453 0.0406429 0.0102569 -0.0567369 -0.123448 0.252034 0.650265 0.403841 0.0623466 2.13555 0.0904375 0.130855 0.165423 -0.0270144 0.0364808 -0.0451483 -0.0767808 -0.103998 -0.114833 -0.136593 -0.118228 -0.189488 -0.325661
internal_count=361931 265375 54076 211299 22736 47897 188563 183739 58510 49878 22644 16253 1264 600 515 27234 85 23277 18582 16028 125229 25942 99287 96556 72984 70873 3957 70676 30696 13873
shrinkage=0.000961169


Tree=2135
num_leaves=31
num_cat=0
split_feature=476 1166 1470 21 760 417 61 1459 1388 704 705 588 655 852 785 958 391 828 1158 1024 1465 1452 397 953 687 1387 1456 1451 1451 848
split_gain=22.4659 26.2845 33.9462 25.1656 28.5598 29.4388 27.3486 29.148 26.96 32.0343 24.8513 30.5035 32.163 31.9105 38.9826 29.9476 31.2427 28.26 27.0557 29.5485 28.3734 36.6945 28.3006 27.8373 27.266 27.1886 26.9221 32.6069 31.6954 26.7902
threshold=-1.316508667510939 -1.2508507625752519 -1.1535394197080833 -0.89074317784588486 -0.3684941635760875 1.6735681887509655 1.0000000180025095e-35 0.43577943106047246 2.3422194059015995 1.2162938986088492 0.42325249380490987 2.250834115212506 1.0000000180025095e-35 1.0747610123934368 -0.86283290253235112 1.313041538630376 1.475049428936581 -0.734729328286995 1.0000000180025095e-35 -0.55949530861756192 -0.41120921193798426 -0.65711656188160184 2.2339734547264651 1.6667450879487664 0.99379315161353421 -0.41875854459546386 0.22030550270433605 -0.35706656885214555 0.01986507935517362 3.5086024243106082
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 8 -6 7 -1 -5 -10 15 13 -13 14 -12 18 26 -16 19 23 21 24 25 -3 -20 -23 29 -28 -29 -17
right_child=1 10 -4 4 5 -7 -8 -9 9 -11 11 12 -14 -15 17 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00021862371033010071 0.0015389689008694597 0.00090687889267887858 -0.0011394857302883265 -0.00048147141922228837 -0.0022996520647610239 0.0012611938897523424 -0.0013138239111655668 0.0040352431253558524 0.0078293369170639154 -0.0092211087465625709 0.001835790275487019 0.0042278872097922891 0.00026779743785779701 0.0016882299839005457 -0.0014804358110019659 0.0003922503827718836 -0.0039765201319963981 0.00011077812605731957 0.00013754292459868721 -0.0015695356371291135 0.00045049166490253453 8.8162179753727027e-05 -0.0077371150468286513 -0.0041162407570288851 0.0047422627733748517 -0.0021263316635101431 -0.00048048853438604621 0.010890697935303244 0.0031742257325958977 0.0067663124824922502
leaf_count=8553 5504 9016 43028 24635 26531 2913 8013 3562 680 132 10605 3421 3214 12265 13068 11210 1330 62165 5245 31112 45652 9269 740 986 1468 13824 1100 777 1263 650
internal_value=0 -0.00083333 -0.0556771 -0.0502205 -0.0774272 -0.135652 0.03361 0.11215 -0.0185451 0.379874 0.00776398 0.0324089 0.167029 0.0221691 0.00667387 -0.0131605 0.0763827 -0.0106535 -0.025993 -0.0747692 -0.00166006 -0.0560533 -0.100504 0.0252335 0.0843062 -0.086732 0.102621 0.284199 0.442915 0.0539689
internal_count=361931 286912 48532 75019 54891 29444 20128 12115 25447 812 238380 104738 6635 98103 85838 133642 16330 75233 117312 41114 76198 30546 23833 10002 6713 23093 15000 3140 2040 11860
shrinkage=0.0138025


Tree=2136
num_leaves=31
num_cat=0
split_feature=470 602 670 1467 797 1020 1463 348 332 1467 1299 527 609 1465 1187 1314 1464 1469 691 1469 1467 485 1465 945 18 87 487 9 346 942
split_gain=21.9306 37.8301 29.0944 30.264 30.1789 27.0704 25.8336 25.1072 24.2654 24.2615 26.7138 23.3273 39.9907 32.0323 28.5107 23.3666 22.3953 27.4693 25.603 21.9887 22.8081 22.3468 23.6416 21.9459 21.9438 21.9012 23.1624 22.5283 24.7192 21.9867
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4788072840855835 2.2664977771003176 0.44670980992553178 0.26178017910560175 0.37867064362204989 1.0000000180025095e-35 1.8920413191894112 0.69830983612512221 0.86558768754863191 1.6285028476148826 -0.43332673388055271 -0.030302256924172034 -0.65792208878837621 0.2602645535820674 0.48728339040577251 -0.20927066130977401 0.12534696970544321 0.32781592357178219 0.72871394161374081 0.14486519861544186 1.9181452473571214 -0.19687168193760521 -0.26907074966111078 0.17305322804864301 0.10564420269623157 2.2729813834108188 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 7 -5 -4 11 10 -8 15 19 14 -14 -1 -7 -18 24 20 21 -13 -23 25 -19 26 -3 28 29 -27
right_child=-2 23 5 6 -6 16 9 -9 -10 -11 -12 12 13 -15 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0032996051640700737 8.7058814498773527e-05 0.00095421080823844008 -0.0036441126366589054 -0.00032383400083879979 -0.0046183805098841211 -0.0015101234223893047 0.0089328823164150813 -0.00084329740364076503 0.001800343123295102 0.0036439000290142444 0.033173684200201746 0.0019271248690051804 -0.0064083675145477029 -0.010021837136042851 0.011506158258448976 -0.00082998665993106249 0.0006718276798197239 0.0078996090613023331 -0.0015619948449053702 -0.00066909072262915259 -0.0014450677148690858 0.010093552124230373 0.0012156579784542063 -0.0022827915935024713 0.026449526763783385 0.0015050087006071148 -0.0004749524643250335 -0.0013553842023641227 -0.005768936910397808 -0.00039828773829662603
leaf_count=7473 191352 30571 18349 1759 2806 5949 210 6525 3623 1108 47 1850 170 526 135 22895 1873 148 159 2906 882 788 376 4252 114 8526 15411 15704 732 14712
internal_value=0 -0.0301074 -0.0772873 -0.0391485 -0.0576401 -0.149765 0.198169 -0.209481 -0.0417816 0.43048 1.09142 -0.0639509 0.0511406 -0.419457 0.154502 -0.101425 -0.0248471 0.184239 0.76519 0.115106 0.227993 0.324485 0.558044 -0.00110684 1.20162 0.00624175 0.0394536 -0.0338921 0.00916929 0.0210024
internal_count=361931 170579 80671 47554 44430 33117 3124 24874 41624 1365 257 38001 7633 831 305 30368 8243 2294 421 6802 3896 3014 1164 89908 262 85656 45982 39674 23970 23238
shrinkage=0.0130064


Tree=2137
num_leaves=31
num_cat=0
split_feature=545 1442 785 705 497 1445 713 1461 859 921 681 1396 1463 718 1049 613 391 1323 402 889 1464 1459 1468 1451 1454 1463 982 516 363 1218
split_gain=48.3805 46.5041 41.3872 34.0324 42.4104 33.3511 32.2451 31.7248 31.2788 32.3295 28.3672 27.7508 27.6341 27.7981 27.3667 27.0076 44.5995 34.0492 27.9239 30.7257 26.2632 31.5286 38.6062 38.5104 48.0439 36.3633 26.1843 25.9979 25.77 25.6935
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 0.86867179873090239 2.4192885550665473 1.6380901172106308 1.0000000180025095e-35 1.4098417307792441 -0.54135187694831066 0.62154522891879982 1.0000000180025095e-35 0.66386066127205579 1.7708704758753313 -0.49030554980422836 1.4391907879700609 1.3156155531097407 1.475049428936581 2.4380484512170661 -0.92710518500779682 1.0000000180025095e-35 0.27104461061424379 -0.29335017616020637 0.90889364240410331 1.0000000180025095e-35 -0.77574368866889332 0.90719767209004865 -0.15094591052218745 1.0000000180025095e-35 -0.41374479119842894 3.9048232315577729
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 6 15 8 7 -3 11 9 -5 -1 -2 -12 26 -6 18 17 27 19 29 21 25 28 24 -24 -20 -14 -17 -23 -4
right_child=1 2 3 4 14 -7 -8 -9 -10 -11 12 -13 13 -15 -16 16 -18 -19 20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.7776922657533394e-05 -3.3715409111159444e-05 -0.00017102080958130746 -0.00020955745233920876 4.6130974503030741e-05 0.0003783011235885528 -0.00018285495968108472 0.00010155856080781512 0.00018807342709600258 -1.7959613446303366e-05 0.00026843263161093633 -0.0002222858809344771 -0.00023840389354282712 9.8521366530577781e-05 -0.00010893748946462376 -0.00014457595340656618 -5.8657562980174677e-05 -0.00039540268978000703 0.00051837599642832782 -0.00010657003092059053 -2.040294547607127e-05 2.5759690744171068e-05 3.662015752999206e-05 0.00065424228729568396 0.00032191819586629012 -0.00011580167383264985 0.00010279236823623442 0.001469298538193143 0.00012912634371535625 -7.225045557695166e-05 0.0008256365666141725
leaf_count=79322 20717 2038 10909 12424 2027 14673 21521 2379 30022 3148 13804 4189 185 579 445 5441 1094 671 38576 8583 31170 15242 412 2629 2605 3771 169 8445 24658 83
internal_value=0 -0.0122463 -0.000805561 -0.0112733 0.0378053 -0.0880375 0.0840444 -0.0433107 0.0223759 0.0982416 -0.0775773 -0.0697138 -0.198927 0.241171 0.298613 -0.0279904 0.0596236 0.0890829 -0.0379531 -0.12157 -0.0259326 -0.0462303 -0.0063205 0.159647 -0.0140677 -0.0911466 0.833139 0.0642671 -0.0312975 -0.209635
internal_count=361931 267872 225914 202355 48066 41958 23559 27285 45594 15572 94059 24906 14737 933 2472 154289 15651 14557 138638 19575 119063 87893 45546 5646 3017 42347 354 13886 39900 10992
shrinkage=0.000942322


Tree=2138
num_leaves=31
num_cat=0
split_feature=43 1442 706 1234 705 20 968 828 934 992 566 885 415 264 48 363 1258 293 493 696 1253 78 11 196 701 978 935 696 1063 1055
split_gain=21.7765 22.2149 25.1582 27.9406 22.1664 27.1981 29.5243 26.8293 26.7778 30.2812 24.3582 24.1162 23.8466 22.7673 22.0931 22.4209 23.409 24.7652 22.0931 28.3224 22.0664 21.9876 21.8822 21.5764 21.4599 21.2005 23.3048 21.0499 20.987 20.931
threshold=1.0000000180025095e-35 -1.2625182715263061 -0.31895615049664189 1.3209563504582784 0.99715813669032338 -0.47293182219707913 -0.38460816251123842 -0.88021470272650093 1.0000000180025095e-35 0.6146227839635201 2.3824772829776841 4.8263866747680533 -1.3855489411300641 3.6574704259465967 1.0000000180025095e-35 0.19119828139266701 0.69755208475630381 -1.1123414593856058 -1.2035187511182801 -1.5365432927375611 -1.2101305365217081 -1.24366252032722 -0.31629186214699195 2.8514829508106252 0.43470864441867835 2.3654292596199951 0.61297423696609965 -0.67400695083646089 0.86058575284663974 0.76413860022634583
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 14 5 -3 20 28 10 12 -9 25 -10 23 15 -4 17 -17 19 -1 24 27 -20 -14 -7 -8 -27 -22 -6 -21
right_child=-2 4 3 -5 7 6 11 8 9 -11 -12 -13 13 -15 -16 16 -18 -19 22 29 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.022756205878189644 -0.0006113885908382024 0.00042249670228590441 0.00019966038732424472 -0.0044738040438539193 -0.00046175940467089771 0.0026143825155419973 -9.7815385363934134e-05 -0.00027662789258393904 0.018549909300182015 0.0037777454600683284 0.0053371412646440906 0.0095046632320131812 0.0012907502208255939 -0.0072319585563819936 -0.0022301020485752249 -0.0086571607545317241 -0.006589862976830509 -0.00053141552332508686 -0.001280234028839254 0.0037263376234837257 0.0072520029832749845 -0.0013695918165778744 0.00063217824349342763 -0.0073915545586041029 -0.0021787644955109757 0.0010443249817045585 0.0072978488217424866 -0.00025955544880383412 -0.00607749520232674 -0.0048577078878751095
leaf_count=60 74777 69749 17410 2722 5802 3055 73555 12222 52 3927 577 167 15647 263 9682 452 1185 5272 9514 1673 485 33409 14103 250 1339 2104 549 948 654 327
internal_value=0 -0.00019438 -0.0424687 -0.0868888 0.00932836 -0.00124052 -0.0227962 0.0558967 0.0800868 0.127745 0.000386514 0.00164226 0.0870143 0.0821071 -0.0681532 -0.0289168 -0.159315 -0.0926773 0.0133575 0.242537 -0.0763476 -0.095098 -0.00808659 0.0920121 0.0901273 -0.00045099 0.189642 0.186048 -0.077236 0.194787
internal_count=361931 287154 62400 36723 224754 185360 115611 39394 32938 20139 12799 76375 16212 16160 34001 24319 6909 5724 25677 2060 39236 34842 23617 15897 4394 76208 2653 1433 6456 2000
shrinkage=0.0127514


Tree=2139
num_leaves=31
num_cat=0
split_feature=476 1235 785 1467 1176 595 705 713 21 1469 625 912 218 828 958 747 1051 990 783 667 339 1452 82 1024 831 1250 1122 73 1459 404
split_gain=38.2943 39.8757 35.5195 31.7005 29.2739 28.1675 28.2985 27.6434 26.8452 43.2057 33.7951 34.2095 29.97 31.7214 31.3851 34.7515 28.3618 27.3102 36.6224 26.6638 26.0224 29.0144 26.8049 25.9106 32.0353 25.8647 30.9577 25.6264 25.5619 37.6111
threshold=-1.0099296266851885 -1.24934742919911 -0.86283290253235112 4.0242090356330973 -0.54948467686383295 2.3732793974093203 1.4811233430041424 1.0000000180025095e-35 -0.32341995197817647 -1.1256941366283033 2.47446640497953 1.806446067014692 -0.7203325714499883 -0.44375857940798302 1.0000000180025095e-35 1.0000000180025095e-35 3.3097721730075098 1.09266583130301 0.2400496438953339 2.8959165655566772 0.51440846954690223 0.85148356494928035 -0.29288229980993413 1.3727948663943095 -0.065457796809411703 2.0721198160853382 -0.32104348443603131 -0.69316396490383225 0.40413748344094969 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 3 7 4 -2 6 8 -3 9 20 11 12 16 -14 15 -15 -11 27 -19 28 21 -4 -23 -16 -25 -6 -27 -10 -1 -30
right_child=1 2 5 -5 25 -7 -8 -9 17 10 -12 -13 13 14 23 -17 -18 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-8.0119916499769804e-05 -0.00015372732533941769 -0.0001564697229997525 3.0711704949886766e-05 0.00042675980716844159 -4.6663223085826752e-05 -0.00015666954655249192 0.00011349923219629223 9.4677485987706514e-05 1.3858777756191973e-05 -0.00012387425689803729 -0.00031794195543963493 0.00027738861253768463 -6.5860784602896592e-05 -0.00013459830916639863 0.00012093080731464279 6.7504679478620365e-05 0.00097113794315687103 -3.3764621024679961e-05 0.00015899372264949275 -0.00038468095727045603 0.0003804429748262322 0.00057243851945737673 0.00012257203702367738 0.00093859922554402424 7.4743767422600035e-05 -8.0313216649803595e-05 0.00070019482354388143 -5.6968315648945825e-05 0.000120390381603244 -6.8128094782413427e-05
leaf_count=72610 19858 1975 5609 443 20772 7653 7558 21161 27293 9658 1703 1799 12822 5562 9593 10826 95 8901 6575 2507 1364 747 1209 392 385 392 395 80635 8001 13438
internal_value=0 -0.00980411 0.000686116 -0.0817618 -0.0904364 -0.00898876 -0.00472229 0.0803161 -0.0102613 0.0276924 0.00108072 0.0104886 -0.00116672 0.0246986 0.0660134 0.00660552 -0.12016 -0.0286907 0.0545467 -0.067317 0.157113 0.109359 0.320928 0.160488 0.566124 -0.0321859 0.344783 -0.0413906 -0.0621651 0.009071
internal_count=361931 265375 223515 41860 41417 200379 192726 23136 185168 61764 52835 51132 49333 39580 26758 16388 9753 123404 15476 96556 8929 7565 1956 10370 777 21559 787 107928 94049 21439
shrinkage=0.000923845


Tree=2140
num_leaves=31
num_cat=0
split_feature=1430 1160 809 1469 843 1092 76 555 789 807 637 149 419 1429 264 443 1388 294 625 76 693 1464 1469 363 710 900 1248 486 81 143
split_gain=22.1269 45.0102 24.522 22.1193 21.7542 21.6166 21.7295 21.5662 21.1771 22.8595 23.3857 24.2802 22.5353 22.8616 23.3279 21.7571 21.7908 22.2774 21.1599 21.9498 21.4251 21.1458 21.1402 20.904 20.8938 24.8584 21.724 22.1397 25.1815 21.1543
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2673214316849539 -1.5374455690874542 1.0127093791323547 -0.10046072691255736 0.061616454564922658 1.1248358748350926 3.5737384174799574 1.6722458498875477 3.5091625340734462 -0.2516325425046369 1.0000000180025095e-35 1.0406688472030448 2.1984631671016084 -0.92522701315683087 0.34538474674390146 2.0379194598294825 2.6189974071251663 -0.8029029584915427 1.1888330894775201 -1.3538714453306848 -1.2736009824285401 1.8739714802800056 0.40133025090639823 -1.1035313181511484 0.68850352102898238 -0.77401038984018877 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -5 9 10 12 15 13 21 -15 24 17 -17 -8 -20 -21 23 -6 -2 -12 26 -26 28 -28 -30
right_child=8 5 4 7 22 -7 18 -9 -10 -11 11 -13 -14 14 -16 16 -18 -19 19 20 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00086159733288696774 0.011152601904400332 0.00029806338352158146 -0.0056609525761309697 -0.0027741082699507492 0.0094526661407567363 0.0011398123322804374 -0.00072464223609770622 -0.0010226228613183902 -0.00085390584052130248 -0.0046840357314215158 -0.0016557959022000526 0.027139545725884746 0.00071684539378040978 -0.00097513696485592783 0.0023576313222245233 -0.0044968926886232155 -0.013746374937919761 0.037192390170646447 -0.0061833395452567611 0.037404512386301166 -0.0084192533681684608 0.0026792137613464904 -0.00013264400337738806 0.00013786143095381514 0.024458395711532948 -0.0054118727629220292 -0.01205186036720338 0.014131299957792883 0.011030798906044813 -0.0052741809144848705
leaf_count=3225 207 39134 1277 31943 201 13768 31646 20427 23338 1283 8777 28 86004 33995 2379 63 356 24 1685 27 33 3923 20740 36425 62 293 148 158 223 139
internal_value=0 -0.0299991 -0.0803072 -0.11529 -0.0154696 0.00244776 -0.0150158 -0.133501 0.00698292 0.0154173 0.017426 -0.087894 0.023883 -0.0049791 -0.0483003 -0.0943121 -0.638716 0.455363 -0.0608565 -0.352839 1.15753 0.0308155 0.000328558 0.013178 -0.0741259 0.224082 0.426744 0.311293 0.0654656 0.347713
internal_count=361931 164106 77813 55595 22218 86293 72525 52370 197825 174487 173204 10271 162933 76929 36374 10243 443 87 33391 1745 60 40555 20941 36632 9800 1023 730 668 510 362
shrinkage=0.0149403


Tree=2141
num_leaves=31
num_cat=0
split_feature=21 1451 50 56 651 1470 891 1427 703 293 1071 1314 1036 1032 1037 633 572 788 1382 986 904 546 696 769 356 1174 1096 74 979 704
split_gain=21.5422 30.2163 22.4257 38.094 23.9325 24.6738 23.2179 24.4532 22.5744 21.8442 21.8127 21.6575 22.4735 26.6689 22.8837 28.4605 22.6232 23.5974 22.4529 21.359 21.097 21.0197 26.8848 21.0747 22.78 25.6693 20.6525 20.6351 25.8441 21.5085
threshold=-2.7818205974049124 0.29201411858153481 1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 -1.2126727935954851 -0.33672929813836994 3.2028012164226962 -1.6826210453188928 -1.2109039271992901 2.2154073666107625 -0.82548413891789607 -0.27642201460151267 0.61450512789118727 1.1106697306871118 -1.54643565840617 2.9387984209022848 -0.940427312752247 2.5103645548280253 0.77565880337220172 0.35049084831516786 1.744313117614791 -0.31647893346812922 -0.75581946381235043 -0.78441278517741431 0.24036657912830386 1.3185420132932633 -0.30142902276975453 -1.1597855544300077 0.14189865134073906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -5 19 -6 -7 13 14 18 -16 -14 -18 27 -2 -20 22 23 24 25 -8 -11 -13 -29 -30
right_child=2 -3 -4 8 10 11 21 -9 -10 26 -12 12 16 -15 15 -17 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.010971041300481156 0.0030452905636062129 0.0065309123521629662 8.9540413643421707e-05 -0.0031911294649218597 0.0011857606021919861 -0.0035560337900234144 0.02310048228584034 0.0096329227306573249 3.6556339260716444e-05 -0.0015914576505851139 -0.0077103566347131829 -0.001405201288155849 -0.0024545237779497416 -0.0022024432294093384 0.04338223818865166 -0.0029908080821183076 0.042250281646010274 0.0043899488221451274 0.018929186744472481 0.02664853196778021 -0.0088190037969866179 -0.0040371144614380385 -0.00042017052351440943 0.0095707256377169404 -0.0051270537298118389 -0.016018638452103183 -0.010960573455128847 -0.0055791474207139919 0.0010113421570258146 0.0053466274716725817
leaf_count=132 235 807 196910 3074 6052 12176 66 183 87126 3825 317 4158 24558 8902 25 2553 30 466 144 51 67 651 791 912 237 23 327 816 3978 2339
internal_value=0 0.323671 -0.00886737 -0.0310146 -0.0815399 -0.100028 0.0269743 -0.0742139 -0.00318548 -0.11332 0.0529888 -0.122993 -0.0996659 -0.0408635 0.0326442 -0.189189 -0.162614 0.495068 0.0864068 0.500979 0.916246 0.204093 0.295009 0.503258 0.0103287 0.962812 -0.158675 0.0688879 0.149759 0.196052
internal_count=361931 939 360992 164082 73882 67513 7301 4621 90200 4438 6369 60212 48036 22982 14080 2578 25054 496 11502 286 211 2680 2029 1238 326 89 4152 11291 7133 6317
shrinkage=0.0140786


Tree=2142
num_leaves=31
num_cat=0
split_feature=476 1235 785 1467 713 595 21 1469 828 253 1452 339 1176 682 57 1325 1080 1468 1382 659 667 1459 404 1463 146 986 1250 1122 810 854
split_gain=39.4057 39.7418 40.3262 31.708 30.3273 29.8745 32.7175 52.6804 37.5341 33.4004 30.5393 31.3583 29.6188 28.5677 30.4257 31.852 28.2496 28.0515 26.9292 26.9198 26.785 26.3724 37.4675 35.3422 27.129 26.0108 25.9815 30.8443 25.7475 25.4581
threshold=-1.0099296266851885 -1.24934742919911 -0.86283290253235112 4.0242090356330973 1.0000000180025095e-35 2.3732793974093203 -0.32341995197817647 -1.1256941366283033 -0.44375857940798302 1.4775148743260689 0.85148356494928035 0.51440846954690223 -0.54948467686383295 1.3140755578960717 0.72527224708021132 2.1761654635216598 2.2092738772757108 0.19824556727861756 0.78226493784961015 0.62821384419828064 2.8959165655566772 0.40413748344094969 1.0000000180025095e-35 0.49140614438290092 1.8959587770056643 0.91753296406055529 2.0721198160853382 -0.32104348443603131 -0.65819684525605759 -0.87473648844905705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 3 4 12 -3 6 7 10 -9 13 11 -4 -2 14 15 17 19 -10 -16 -8 21 23 24 -1 -23 -11 -14 -28 -26 -6
right_child=1 2 5 -5 29 -7 16 8 9 25 -12 -13 26 -15 18 -17 -18 -19 -20 -21 -22 22 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.00010921739252915517 -0.00015678074349138014 -0.00016543642429841737 4.2069452390095037e-05 0.00043553811300645702 0.00030912088927797111 -0.00016438192713972985 -1.5219292591230346e-05 -7.2814632658284374e-05 -5.0110464825267564e-05 -0.00029586535323768219 0.00035087400994399017 0.0003869975597774807 -4.6886539311272518e-05 0.00024643096791105139 0.00024106293570163808 0.00044727225325570815 0.00011454847322934873 0.00011573922670069917 -0.0001023125081410191 -9.2627013246979786e-05 -0.00039349966495878981 8.6172058184645484e-05 -6.8742744318464732e-05 2.5606541911262441e-05 -0.00050055918474519075 0.00021414024717473238 -7.9635173122039225e-05 0.00071480935027434984 0.00073134180394418818 7.8869163992448507e-05
leaf_count=59371 19858 1975 5865 443 2238 7653 98907 19206 16686 2365 2396 1140 20772 3207 4540 610 5308 6081 1157 24592 2507 7469 13438 13239 83 666 392 395 449 18923
internal_value=0 -0.00947188 0.000996074 -0.0813068 0.0857999 -0.00931255 -0.00491386 0.0363372 0.00719674 0.0485625 0.175488 0.106528 -0.0899858 0.0675308 0.0455212 0.00870587 -0.0247115 -0.00571511 0.183048 -0.0318459 -0.0677985 -0.0626364 0.00971323 -0.0875714 0.130682 -0.195631 -0.0313845 0.346327 0.585274 0.109009
internal_count=361931 265375 223515 41860 23136 200379 192726 63919 54518 35312 9401 7005 41417 32281 29074 23377 128807 22767 5697 123499 96556 94049 21439 72610 8001 3031 21559 787 532 21161
shrinkage=0.000942322


Tree=2143
num_leaves=31
num_cat=0
split_feature=476 1097 785 1470 21 713 210 21 1469 1468 1454 1453 540 209 990 858 824 783 1455 284 1463 208 829 418 632 153 1252 319 621 1470
split_gain=47.9347 49.6367 42.4782 40.7529 34.5417 33.582 31.4115 37.1397 52.75 34.9991 44.8978 33.5983 32.4113 36.4645 31.8131 36.637 28.8416 28.7457 28.7193 32.4169 28.8527 27.8845 27.0502 26.9798 27.7843 26.5099 26.5085 26.7092 26.1845 25.8717
threshold=-1.0099296266851885 -0.95342879297703587 -0.86283290253235112 -1.1535394197080833 1.189441983669046 1.0000000180025095e-35 -1.5255039139934115 -0.32341995197817647 -1.1256941366283033 0.38892790084257617 -0.82542789839051101 -0.13332918316212281 1.6305215107933637 1.2240214519904722 1.09266583130301 1.0825608069246189 1.6273301965107299 0.2400496438953339 0.35881941651261778 2.2154822803873588 0.63242675378998692 2.0281345528622965 -0.31131841806601235 1.3578225241611832 -1.9105277061999291 -1.0819196679717293 1.1286095911620906 2.3683501136148597 -0.39004447510575374 -1.1417127449306028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 3 5 -2 23 -3 25 8 -8 12 16 -12 21 -14 22 17 -11 -16 19 20 -1 26 -9 -5 -25 -4 27 -10 -24 -22
right_child=1 2 6 4 -6 -7 7 14 9 10 11 -13 13 -15 15 -17 -18 -19 -20 -21 29 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013196681740854107 8.6835372035946258e-05 -0.00018189386084782261 4.7296334553220185e-05 -0.0001006189890883763 0.00015527954493291384 0.00010935037612489515 0.00017913414323805982 -5.794088095839628e-06 -3.6964526415052012e-05 0.0006556457545777776 -3.479460634976914e-05 0.00020960168468364335 0.00029001125877222149 -0.00067561779529344925 1.0355504431807514e-05 -0.00023698466760489154 -0.00067666766595155501 0.00019365117071166091 -4.4302121565984398e-06 0.00016789762103834217 0.00028473746232966595 -0.00034729095441570201 -3.8620141786188694e-06 0.00089393734026679513 -0.00034096877328139354 -0.00032518318793164404 0.00012147267722076454 -0.00036547202863786458 -0.00010354994300049454 -4.5242614345422893e-05
leaf_count=59895 6179 1923 1564 41187 2284 20813 8632 53582 28227 812 5803 4489 2023 191 8263 1477 108 6274 23572 2111 1352 1552 17535 97 4329 3260 4884 1789 38098 9626
internal_value=0 -0.0119779 0.00175918 -0.0800883 -0.106943 0.0892905 -0.00923337 -0.00518204 0.0409464 0.0107269 0.118528 0.0754703 -0.0219419 0.223439 -0.0261307 0.0619559 0.569682 0.0954128 -0.0761137 -0.103009 -0.113766 -0.0392606 -0.0397949 -0.123668 -0.319938 -0.206915 -0.027107 -0.0522652 -0.0748055 0.00359639
internal_count=361931 265375 211299 54076 47897 22736 188563 183739 58510 49878 11212 10292 38666 2214 125229 16014 920 14537 96556 72984 70873 36452 109215 45613 4426 4824 34900 30016 55633 10978
shrinkage=0.000961169


Tree=2144
num_leaves=31
num_cat=0
split_feature=616 1458 62 1454 1454 907 1468 1464 1463 1450 1458 1451 215 1453 1467 1467 1454 1467 1467 1458 1466 1449 1452 21 1461 21 1469 1461 1043 21
split_gain=21.7634 25.6313 33.5156 29.7738 47.2813 44.4963 38.0783 52.158 51.6381 45.7761 48.111 34.0202 35.5833 33.5619 33.1672 32.9216 40.2758 35.9635 48.1608 37.8971 35.0367 46.4255 40.4958 35.8367 33.5109 67.5622 58.4336 51.2563 32.3581 32.2211
threshold=0.57091520978742472 1.8460070869938618 -1.2811150420666217 0.46457600248903658 -0.17470481038223243 -0.89587670966412791 0.82408035764145182 1.5430059779684882 0.49140614438290092 -0.61247072167726557 0.80534149711599012 -0.071276657143309677 -0.95158738716510671 0.9942357898018469 4.1209713034531967 -0.3817254842551433 -0.12591398429191614 -0.089735161984899933 -0.082378346103261349 0.30711741542581755 0.10938426410252901 -0.046399403249050987 3.6173782083827311 -0.89074317784588486 0.63802195525331329 1.7567652095367545 -0.039884874527315824 -0.0080179765061668302 -1.3144197338300394 0.43301101584543472
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -5 9 10 -8 -10 -13 -11 -9 24 -17 19 -19 20 21 22 -18 -22 27 26 -26 -6 -7 -25
right_child=-2 -3 3 6 15 28 8 14 11 13 -12 12 -14 -15 -16 16 17 18 -20 -21 23 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.0008189997021870927 -0.000786379928907858 0.0012566899225655904 0.0012874087799770641 -0.0015835015192728202 0.0020928209790195967 -0.0031447745218290538 0.012847967059657066 0.0022829091064453869 -0.005394455675981443 0.0037151106067293419 -0.0029469441792137276 0.014451642964955467 -0.00040793246102996796 -0.0033575197535050737 -0.010871848041578725 0.0067477498846129783 -0.0056804562233318447 0.014556187645711923 0.00071608367487647226 -0.007112016664513463 -0.010840199247148154 0.0017400662015412969 0.015792957354829527 0.0091001101555848729 0.0028126348490525263 -0.0092811693550039938 0.011783671054993039 -0.0040694692714917848 -0.0002224290679775574 0.00054486328706704736
leaf_count=66816 55667 13965 20763 31170 14502 6395 763 4817 1430 2348 257 177 1117 887 178 925 2884 191 22942 1136 218 1772 87 730 1716 349 1134 1691 103874 1030
internal_value=0 -0.00111139 -0.00609643 0.00588294 0.0188243 -0.00461423 -0.0458537 -0.0751203 0.100374 0.248715 0.641013 -0.134223 0.110921 0.120351 0.125026 0.0755347 0.0315643 0.0173351 0.0605721 -0.115655 -0.0505966 -0.16123 -0.344151 0.191154 0.147511 0.348739 0.447994 0.105296 -0.0233689 0.283258
internal_count=361931 306264 292299 225483 182339 131032 43144 36165 6979 4255 1020 2724 1294 3235 4995 51307 31915 30990 23133 7857 6721 4743 2971 1978 19392 3199 2850 16193 110269 1760
shrinkage=0.0143602


Tree=2145
num_leaves=31
num_cat=0
split_feature=253 746 1449 277 276 268 785 264 751 47 969 915 674 900 895 1262 1451 1114 20 828 372 1462 900 1158 21 1453 1358 1470 566 1466
split_gain=21.2852 23.0935 21.612 22.4559 21.8075 21.4412 30.1511 25.7638 26.8435 25.2009 25.1837 20.8815 21.8707 22.5818 20.5119 21.5491 20.8479 20.3278 20.0964 22.6278 19.6684 23.198 25.4894 23.1301 25.6453 31.2731 22.752 28.3708 26.5516 27.2122
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.6682367991512277 -0.33784615494862563 1.7404623476930527 1.0000000180025095e-35 2.9970139449733542 -0.92193233685461917 2.6433271418753805 0.46153491174503314 1.0719128740917692 -0.43151423990048443 1.370096052579387 -0.89720660326236734 2.8270375271782617 1.0705192562183063 -0.29683516873020921 0.011988558960649123 1.9611953168688132 -0.085640734633814566 -0.89164644713046382 1.4481397759782462 0.46525821911162973 0.45077038635305361 1.0000000180025095e-35 1.0969950498647898 0.48172645892998917 1.6257291529997984 0.32088577945436209 4.2156336175810223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 4 17 11 6 10 -7 -9 -10 -3 -2 13 -13 15 16 -6 -4 -12 -20 -1 26 23 24 25 -23 27 28 29 -22
right_child=1 5 3 -5 14 7 -8 8 9 -11 18 12 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00086482927994726633 -0.00046725505604963208 -0.00011591076820370553 0.012729221454250789 -0.001148872946610695 -0.0013955148888910812 0.00093475714110186103 0.0051456313042155992 -0.0016445837478968979 0.00080143199731944623 0.012968236084416688 0.0019320633469064714 -0.0037570260417568229 -0.0046438220650416081 -0.0010918593428135442 0.014690331996798846 -0.0073232357395114391 0.0050823692644480925 0.00086080635122810258 0.02038621646235237 -0.0026897623135126499 0.00019068346363251284 -0.00080740596497875128 0.0028661683533350731 0.002321375661388379 -0.0026486638540846466 0.0050667160631224306 0.00046974962751843776 -0.0018548647216170204 -0.00083415445218475864 -0.0069674629029729332
leaf_count=30081 22688 31866 315 716 1395 7608 1412 20426 698 215 4770 7879 4007 23444 109 503 1603 278 124 70 81339 3265 4902 3472 3551 1153 46100 12599 44838 505
internal_value=0 -0.0337259 -0.0728842 0.220388 -0.0812265 -0.00612261 0.0287989 -0.0551178 -0.0962154 0.281049 0.0162934 -0.093684 -0.135873 -0.111522 0.12258 0.0765371 0.154594 0.526352 0.162923 0.867936 0.00456159 -0.00323541 0.0742379 0.0165117 -0.0495636 0.065158 -0.0107682 -0.0252119 -0.0151763 0.00977294
internal_count=361931 130126 62937 1309 61628 67189 38242 28947 21339 913 36830 58018 35330 31323 3610 3501 2998 593 4964 194 231805 201724 16343 11441 7969 4418 185381 139281 126682 81844
shrinkage=0.0143602


Tree=2146
num_leaves=31
num_cat=0
split_feature=728 691 1124 556 542 690 787 325 77 919 1381 904 621 252 1227 74 458 401 567 428 215 966 1193 544 540 565 416 1120 1469 736
split_gain=21.2576 21.9929 24.0868 22.4429 22.363 21.3555 21.4461 25.1988 20.207 22.3552 21.2952 20.1628 21.5054 19.9195 23.1584 25.2126 23.602 22.6935 22.1912 33.8452 21.3039 23.4056 22.7828 21.1083 22.8168 21.1762 22.497 21.0345 21.0062 22.8939
threshold=1.0000000180025095e-35 1.4255342478983304 2.9119499769605071 1.3560380072848763 0.77058560189116454 -2.505024617274985 3.2988937621060916 3.8083144551149997 1.761906972484778 1.9880451556560685 3.3918896783930004 2.5413297075409917 -0.92106202281324745 0.46192366645804389 2.1580054386186571 -0.12531749324005323 1.9901706508881272 1.0000000180025095e-35 1.9230512149791059 -1.0699309532947014 0.47917987251879457 0.96668955084673225 -0.96791217430608556 1.3187279471247144 1.0000000180025095e-35 0.45404813050783449 1.082970846715521 0.87563407243587033 -1.0588145806293296 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 8 10 -10 -7 -8 -13 17 16 -16 23 20 -19 -20 21 22 -2 24 -15 -25 27 -27 -24 -30
right_child=13 2 -4 4 -6 6 11 -9 9 -11 -12 12 -14 14 15 -17 -18 18 19 -21 -22 -23 28 25 -26 26 -28 -29 29 -31
leaf_value=-0.0026226924349899835 -0.0047858653639240474 -0.00065731116337688716 -0.0071765235806254841 -0.0003960881925969969 -0.0031570012542365155 0.00026062688664821993 -0.002104125440310804 -0.0070379632736396781 0.0017272246290996769 -0.0032836089154800433 -0.0028519614879092487 -0.0063756916980125975 0.023150240197317245 -0.0024651137954696694 0.0083914587891967384 -0.0012418823020026229 0.0026708303988797924 9.1204833886594991e-05 -0.010800159576562914 0.0048062515598057132 0.00052470159911597594 -0.0037724278060082988 0.0020272636543801647 -0.00072270473360493527 -0.00039390117663146173 0.013410045722725181 -0.013122707533610929 -0.011386947482391401 -0.00019069328941356825 -0.0028364906695257774
leaf_count=2500 2056 26598 655 16830 4233 183123 4594 513 10749 705 2244 42 55 18048 384 452 1123 40113 173 1314 8723 4825 2808 841 7256 323 53 51 12269 8278
internal_value=0 0.0031881 -0.0606013 0.0101526 -0.066218 0.0167369 0.0191169 0.0224531 0.0235764 0.108936 0.0176175 -0.139033 0.916715 -0.0376544 -0.0928779 0.254536 -0.106968 -0.0166357 0.0187697 0.274868 -0.0682008 -0.106988 -0.072691 -0.123589 -0.138461 0.2052 0.639902 0.834692 -0.0481165 -0.0836444
internal_count=361931 252841 27253 225588 21063 204525 202025 197334 196821 11454 185367 4691 97 109090 28531 836 27695 80559 41600 1487 38959 30236 25411 26572 25304 1268 427 374 23355 20547
shrinkage=0.0130064


Tree=2147
num_leaves=31
num_cat=0
split_feature=785 728 727 647 590 784 921 1022 1016 859 909 1055 1249 982 913 592 500 85 278 1037 730 783 934 603 660 514 8 563 516 1388
split_gain=53.0803 36.7795 33.3912 29.1472 67.2419 29.0819 32.7195 29.7554 30.3644 26.7375 24.7616 23.0766 24.2885 23.0362 22.6991 22.4808 22.8657 22.1506 22.089 21.9848 21.7188 40.9003 28.0444 24.4994 28.2111 24.4067 24.277 23.2734 22.3857 26.6652
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 -0.67290761646258057 -0.050951592202695524 0.24795454135768219 1.7621802667917166 -1.0282579537198486 -0.59494694347224619 -0.50032558916598968 -1.3274107148674466 -0.51766954070046467 -0.67276849926913551 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 1.2394703555346365 -1.2333678053292487 2.0405992520496379 1.0000000180025095e-35 -1.0974244528964057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 15 4 -3 7 20 8 11 -8 -4 12 19 -11 17 -1 -17 -10 -12 -2 21 25 23 24 -22 -7 -26 -24 -23 -30
right_child=1 3 10 -5 -6 6 9 -9 14 13 18 -13 -14 -15 -16 16 -18 -19 -20 -21 22 28 27 -25 26 -27 -28 -29 29 -31
leaf_value=7.0612845242549015e-05 -0.00031366460856934738 -0.0001496503953830583 -0.00014471758008922854 -0.00016336957158542695 0.00035548688390268907 -3.2343810934744511e-05 0.00035376394980203503 -8.9356873051144755e-05 0.00011411658695389746 4.1565930349433302e-05 -7.0455953380101321e-05 -0.00027640004351178331 -0.00026588087429843342 -0.00055866254881543399 -9.3527077097490272e-05 -0.00027566704082534647 -7.3874103051035876e-05 -0.00028474610163723043 0.00012063760050595501 -6.5635955849360306e-05 6.5604017656210347e-05 -0.00026026837559351573 -0.00015780486508673019 -8.8278857605799321e-05 -0.0004651791374968071 0.0003022288230822067 0.00053476733522155203 0.00079445344341978784 -0.00042302911455198661 -7.7122627481913188e-05
leaf_count=2447 3134 4821 2491 93730 1384 6880 1153 103001 733 6164 3414 16255 8876 278 39942 3308 6796 5248 11103 13102 2134 6979 3635 1982 118 1041 979 97 1219 9487
internal_value=0 -0.119908 -0.0235221 -0.161389 -0.00884177 -0.105796 -0.0550764 -0.118026 -0.15198 0.0694592 0.0422475 -0.208978 -0.161859 0.0184422 -0.117237 -0.1043 -0.148766 -0.249718 0.078747 -0.107663 -0.0839209 -0.116577 0.00600866 0.104923 0.210573 0.0125771 0.473174 -0.137902 -0.174945 -0.11578
internal_count=361931 332372 29559 99935 6205 232437 42146 190291 87290 7595 17008 41367 25112 6442 45923 12551 10104 5981 14517 16236 34551 25606 8945 5213 3231 7921 1097 3732 17685 10706
shrinkage=0.000942322


Tree=2148
num_leaves=31
num_cat=0
split_feature=785 181 1286 804 1463 678 728 507 497 620 471 261 691 117 910 427 1366 583 369 685 727 498 562 217 597 1244 218 377 1087 1458
split_gain=44.8094 34.8193 30.8226 35.7746 43.2916 35.6613 30.5428 47.4817 39.5344 37.0948 29.9515 29.7645 29.1545 29.7748 29.1192 28.0297 27.3874 27.1308 29.6021 27.0853 26.8416 26.6709 25.9041 25.7483 25.4889 25.1625 25.1174 25.0133 27.3459 24.4638
threshold=-0.86283290253235112 1.0000000180025095e-35 0.78161905918100072 0.45538871002063286 -0.11337658786490251 1.6243751288565669 -1.3163276726681863 1.0941628986121894 1.461728259125324 1.5209264779549863 -0.93081268283970298 1.0000000180025095e-35 0.11682074345248079 1.8421106730875214 -0.91869136887037428 -0.60706248525251094 0.90180248132876506 -0.55326332990463356 0.2313107406515203 1.0165023615855489 1.0000000180025095e-35 1.8624117431693454 0.46002108078389231 -0.57988397422402194 3.1596628491584919 -2.0027994516645182 -1.3046772006597165 1.0000000180025095e-35 1.0000000180025095e-35 3.1438252248132805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 6 15 5 14 7 9 12 27 -10 -12 13 16 -5 21 29 -13 -19 -17 -1 -4 -7 -9 25 -3 -16 28 -2 -8
right_child=1 24 3 4 -6 22 8 23 10 -11 11 17 -14 -15 26 19 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.3792071836090422e-05 0.0001090800926812554 -0.00072856871288267647 -0.00014720436959407663 -0.00034352410523906074 0.00023181641258232557 -0.00074552123308429771 -1.5170037183950704e-05 0.00043991593963339093 -0.00021625668281332274 -0.00023185595375285547 -1.5930063114132134e-05 -1.770563951143611e-05 -9.9225269309144226e-05 -0.00020050863289251011 -0.00042477384600022759 4.8012738686983157e-05 -0.00010580914386813327 0.00032417071231051627 -2.7887656678333814e-05 -0.00018208689224279498 0.00011183236070291735 0.00030879199885598901 0.00045264894413707109 0.00011323343418985819 0.00051130989332455598 -7.9201823463356141e-05 0.00011368483674389633 -8.7517296028393241e-05 -8.3890220359386037e-05 0.00025826893058204938
leaf_count=12551 13556 491 9103 869 6698 396 84082 1385 1869 3043 6991 2180 53530 5506 483 21977 18205 4051 1251 3206 17008 593 84 3084 298 69031 6734 7764 4636 1276
internal_value=0 -0.0296791 -0.0188315 0.0297547 0.114677 0.0127418 -0.0313234 0.0301606 -0.0436202 -0.00501787 0.0538629 0.0828714 -0.0556671 -0.0352106 0.0473518 -0.0108036 -0.0270148 0.172116 0.252675 0.0259938 0.0584544 -0.119168 -0.541489 0.230629 -0.0820377 -0.0859832 0.0884659 0.0224002 0.06536 -0.010535
internal_count=361931 332372 262552 50143 15264 8566 212409 33468 178941 28999 16342 14473 162599 109069 8086 34879 103563 7482 5302 25183 29559 9696 480 4469 69820 69522 7217 25956 18192 85358
shrinkage=0.000961169


Tree=2149
num_leaves=31
num_cat=0
split_feature=681 1465 1458 557 1110 491 597 512 1039 83 893 1391 623 696 634 1043 51 602 550 1105 1034 831 772 1331 1382 526 582 1002 772 1256
split_gain=21.306 23.0971 28.3284 25.1582 25.9235 23.4469 22.7709 23.5375 22.1996 21.6504 21.4921 25.1452 21.4226 21.9505 21.3445 26.0391 20.4459 22.6078 27.0201 22.3989 23.8761 21.7797 22.8603 23.7265 22.248 21.5287 21.7647 29.7205 24.9463 21.8708
threshold=1.0000000180025095e-35 -0.62392803878906389 3.0919731056735245 -0.39926778657807038 0.7115638164736201 1.9262288819885804 0.4590488840311347 1.0000000180025095e-35 0.84986906039039833 1.8267642562209692 0.20174409607882085 -0.93743026760125214 2.4730844549491207 -1.1700770749350211 0.014686606845762165 -1.0820537629581444 1.8613588887694643 1.0000000180025095e-35 0.29966714842153758 -1.2776755375150655 -0.30542362797653755 1.2997357132620335 -0.85592561073751849 0.65149747655566226 0.76710616927962405 2.3757057381457001 2.1384355827858248 2.2332469152510641 -0.31819519171374361 -1.5427084609334123
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 6 3 14 8 -6 9 10 -5 -2 11 -8 16 -14 -3 -16 25 18 21 20 -19 -18 23 -23 -24 26 29 28 -28 -1
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 -12 -13 13 -15 15 -17 17 19 -20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0021208914515961608 -0.0038961923697276783 -0.0034589021086541133 0.0081826985447970273 0.0018804728989674346 -0.0031661472781002228 0.012598855109118972 -0.0072330693210649723 -0.0049573169864054649 -0.0022418063762609432 0.0032579675359108258 -0.0035205093652586053 0.007281433736163731 -0.0050365020616544116 0.0023928120213237481 -0.0064111955441552718 0.0011773221276135174 -0.0052005685614396526 0.03453121332681211 0.0045539420757500912 -0.00047883522966198549 0.0024582379408176979 0.024251422896489037 -0.0064782406301640682 -0.015384633735434446 0.012569727744819195 -0.0019518074107843632 0.0009901093003599681 -0.0070519223263619856 -0.001859340882128097 0.0001344864960880408
leaf_count=7040 11046 7832 452 10579 3720 117 224 957 2904 649 685 1102 610 6201 1065 4167 6352 41 509 6693 89 112 388 35 103 10381 5615 950 10024 261289
internal_value=0 -0.0630194 -0.0250149 -0.0359946 0.0241386 -0.162573 -0.154909 0.0376279 0.0743605 -0.216026 0.179212 0.337947 -0.0032199 0.118707 -0.127195 -0.00436387 -0.00614383 -0.102328 -0.219016 -0.0113601 0.951112 -0.27558 0.163835 1.04614 -0.0967021 -0.00252149 0.000572318 -0.076697 -0.0536408 0.00567822
internal_count=361931 45499 30836 30384 17320 3837 14663 2968 13483 11695 2011 1326 316432 6811 13064 5232 309621 14322 7499 6823 130 6990 638 147 491 295299 284918 16589 15639 268329
shrinkage=0.0155439


Tree=2150
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 552 1370 629 1291 1382 484 284 1323 955 1428 1441 1456 1449 1449 1449 1462 1459 1468 1461 1464 1464 1449 416 1467 1455 1463 1464
split_gain=20.9327 42.9196 29.6412 21.6946 23.9876 22.4988 24.8731 25.8348 22.6139 21.3495 21.5677 28.466 21.0181 29.3479 28.2959 31.5401 34.8595 37.9316 42.2155 37.209 43.985 42.9076 32.6946 52.4345 41.327 30.7311 30.6601 36.9243 35.047 31.1389
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 -1.2602024798390514 1.7737799021787686 1.4343414171511009 1.0000000180025095e-35 -1.7757772583355431 2.7656535145522558 -0.28404645733833023 -0.58885791604234206 1.3670073888404592 1.0000000180025095e-35 1.7193014468115779 0.11689593787942389 -0.26335427453405108 -0.4886477565438177 -0.60645872206246954 0.79865288842650972 0.92788542500031268 2.0793728249637273 1.6859053074631882 0.94203533200383349 0.33722957473813192 -0.54720130736475425 -0.41210911039873493 0.55132319640754079 1.650979544311745 -0.043407658172389896 -0.46492268522126184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 -5 -7 -8 -9 10 -1 -12 14 -14 15 16 17 -2 22 20 21 25 23 -19 -25 -18 29 -28 -29 -17
right_child=12 -3 3 4 -6 6 7 8 -10 -11 11 -13 13 -15 -16 26 19 18 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0068020461436680132 0.00097768518202335543 1.1989847909733504e-05 -0.004309687459790915 -0.0011969041315763867 -0.004057238309413372 0.0039775187504997225 0.020892724925666399 -0.0032259076818779062 0.023906393328865003 0.0032375109458454001 0.0026415371893164404 -0.019041049018860851 -0.00027509095619245667 -0.0035650663726074245 -0.00061943107265865507 -0.0013772131124714249 -0.00049887885414138221 -0.0013054257298743975 -0.010340066521416317 0.0069171048549571401 0.0083231088530448666 -0.0073463401350706298 -0.010907278837827506 0.014710857170624418 0.00039389281734641116 0.0026687839478345713 0.00060231470550439878 0.0011110633306172432 0.0094734198326062689 0.00028417673504062279
leaf_count=489 32668 89389 4311 58273 5270 1863 72 1576 48 1993 741 81 51856 3236 28503 19153 4678 6895 545 1245 774 551 305 314 370 8681 12027 854 765 24405
internal_value=0 -0.0298159 -0.0805866 -0.0957506 -0.0853172 -0.0727698 0.113871 -0.123582 -0.185608 0.107761 -0.109974 0.0879793 0.00616696 -0.0324964 0.0200598 0.035197 0.0719771 0.0379569 -0.0992571 0.15982 0.126344 0.0952284 -0.0592891 -0.0300753 0.522069 0.119792 -0.00153707 0.0875254 0.377225 -0.0310122
internal_count=361931 164106 74717 71413 67102 61832 3559 1696 1624 3304 1311 822 197825 55092 142733 114230 57026 41097 8429 15929 14684 13910 7884 7579 684 13359 57204 13646 1619 43558
shrinkage=0.0138025


Tree=2151
num_leaves=31
num_cat=0
split_feature=785 728 727 784 921 1022 1016 647 590 727 747 1469 275 592 990 1145 838 1030 913 1429 1040 771 346 284 759 423 1374 73 912 783
split_gain=52.4115 44.5793 36.0802 32.4265 36.938 33.3061 32.5427 30.0635 67.6106 27.1222 26.0749 25.8447 34.047 25.2605 25.0232 24.2769 28.6733 24.2307 24.0242 23.8382 23.8975 23.9003 23.4105 23.2866 23.2615 25.4825 28.7026 23.1804 28.9648 25.6625
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 6.1031850957970919 -1.3263328046252252 0.4022431516292117 -0.59494694347224619 1.09266583130301 1.0000000180025095e-35 -0.91818967631246473 0.99422031274767553 -1.0282579537198486 1.13172262110474 -0.8740075305771694 1.5773296200199145 -0.10706167744649044 -1.4950250354433621 2.7993186572179827 -0.089770999335308896 1.0291189808051553 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 5 23 6 10 8 -3 -6 19 12 -9 -1 -11 16 -13 -4 -8 20 -2 22 24 -5 -22 -26 -27 29 -29 -20
right_child=1 7 17 4 9 -7 18 11 -10 14 -12 15 -14 -15 -16 -17 -18 -19 27 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00015628756093754475 -0.00030440928462072153 -7.740222568202209e-05 0.00014075632114047654 -0.00028495573402549516 -0.00011491248109825222 -9.3270131135082251e-06 -0.00016598129035521084 0.00084384180530194342 0.0004425011179268595 0.00014129617490692007 0.0005881424378891241 4.7653139113967131e-05 -0.00049325514401675767 -7.0574244095653228e-05 0.000440893973869144 -0.00015232025227583245 -9.1550819007988913e-05 -0.00018595980014052399 6.6309513879594061e-05 -0.00032509335547485402 -3.5191881293319235e-05 -0.0005696751030236126 -0.0001685755442207226 1.1588082890028691e-05 -3.0764783133182312e-06 0.0010789077452259357 0.004739482173942015 -0.0001774761101018625 0.00044574822712534126 -4.9920416937024636e-05
leaf_count=2447 4956 4821 16011 1572 1294 103001 5981 244 1384 4808 169 9456 110 10104 1493 33632 50288 997 15948 5346 17365 708 12575 32979 138 89 21 6243 350 17401
internal_value=0 -0.0368259 0.0582761 -0.0212617 0.032478 -0.0343386 -0.070769 -0.083335 0.0732771 0.163864 -0.130771 -0.0957665 0.458731 -0.0260887 0.219182 -0.0990245 -0.0703119 0.125132 -0.034543 -0.137001 -0.115806 -0.0922821 -0.0817308 0.00134619 -0.0253454 0.720665 1.57563 -0.0159141 -0.144767 0.00595517
internal_count=361931 332372 29559 232437 42146 190291 87290 99935 6205 7595 41367 93730 354 12551 6301 93376 59744 17008 45923 41198 35852 30896 30188 34551 17613 248 110 39942 6593 33349
shrinkage=0.000961169


Tree=2152
num_leaves=31
num_cat=0
split_feature=476 1097 785 1470 21 713 194 1160 803 735 609 1467 740 539 1455 1469 710 965 909 866 938 1080 567 647 791 854 797 636 1116 1376
split_gain=44.141 43.8996 40.7003 38.8361 34.0044 33.3869 31.1774 39.0482 29.3766 29.5856 34.1958 29.5357 27.7741 37.8921 30.0205 29.4432 27.4391 43.6204 36.7238 74.7026 74.1753 34.1325 37.0699 44.8784 31.8652 42.5254 90.0472 42.0723 28.0606 34.6807
threshold=-1.0099296266851885 -0.95342879297703587 -0.86283290253235112 -1.1535394197080833 1.189441983669046 1.0000000180025095e-35 1.5271592296785539 0.68536004617275303 1.9682860324222273 1.0000000180025095e-35 1.6285028476148826 -0.64269771874189019 1.0000000180025095e-35 1.0000000180025095e-35 0.80851755981579754 -1.2987941639197651 1.4588992811557273 0.10980254379742337 1.0177766212561699 0.5880156106821478 -0.57633625342910477 2.2092738772757108 1.6534791294988647 -0.87782724458594241 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 -0.011668153790710139 2.8395370799469446 1.6459028264842319
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 5 -2 -5 -3 8 -8 16 -10 -11 -12 13 15 -15 -1 18 -18 21 -20 -21 22 24 -24 25 26 -4 -26 -27 -30
right_child=1 2 6 4 -6 -7 7 -9 9 10 11 -13 -14 14 -16 -17 17 -19 19 20 -22 -23 23 -25 27 28 -28 -29 29 -31
leaf_value=0.00033962311081757224 8.365236899950408e-05 -0.00018118761127842894 -0.00010636687028825916 -0.00011347834931765716 0.00015340553959380414 0.00010341976611506438 0.00014633993719736027 -4.5175415826272721e-05 -8.1045585980896111e-05 0.00019256791398827364 0.00037370874962521763 -0.00060954026456642855 -4.1374301429743166e-05 -0.00011259996298079746 0.00012181917699192624 -0.00028422026456510915 0.00014035296100407745 -6.7891355007174703e-05 -0.00016350001972634294 0.00029627077558658232 -0.00014043742217714858 0.00014371445009259416 0.00044142314532039307 3.7382971086376163e-05 -6.9475145704865892e-05 -8.7330988966135431e-05 0.00037198886838575048 8.760041157175701e-05 6.8159489523507243e-05 0.0010136297528222271
leaf_count=441 6179 1923 4136 45613 2284 20813 9476 6254 3120 6420 164 396 55309 19834 3105 17867 9413 7492 22470 3164 3363 4571 1135 8504 14654 64028 2461 16260 883 199
internal_value=0 -0.0134121 -0.000501941 -0.0775323 -0.103806 0.085278 -0.0112503 0.0732701 -0.0206536 0.088355 0.161798 -0.332487 -0.0749838 -0.134889 -0.0798387 -0.269962 -0.0282877 0.0535911 -0.0384457 -0.109816 0.0928292 -0.0209137 -0.0292669 0.0975256 -0.0422732 -0.0681659 0.0943758 0.0180905 -0.0865032 0.268037
internal_count=361931 265375 211299 54076 47897 22736 188563 15730 172833 10100 6980 560 96556 41247 22939 18308 162733 16905 145828 28997 6527 116831 112260 9639 102621 71707 6597 30914 65110 1082
shrinkage=0.000942322


Tree=2153
num_leaves=31
num_cat=0
split_feature=1431 397 1248 785 727 21 187 967 1468 1464 1459 1460 1459 1463 1452 1459 1376 1446 749 422 1243 1230 972 541 1457 1457 54 320 568 237
split_gain=20.625 23.0348 22.6139 22.1674 24.6577 24.4279 29.7575 27.9821 27.2129 37.7337 42.522 47.0555 31.6505 31.5907 32.6006 28.2969 26.7999 26.3398 25.2187 31.7439 28.4061 24.8157 32.4441 25.0433 27.2086 29.6505 24.5948 24.2414 24.0228 23.9367
threshold=1.8641952677858011 2.2339734547264651 1.4966547223343005 -0.86283290253235112 1.0000000180025095e-35 -0.70163543588998201 1.1282120477717485 0.40036466674162019 2.4634311514058238 0.71492702701447042 -0.088205869773288079 1.5108086050703038 -0.05064362051825478 0.6663052748700633 0.010333415512314719 0.43577943106047246 1.0000000180025095e-35 -1.3745328375822587 1.0000000180025095e-35 -1.093161913121325 -1.0444580301170217 1.0000000180025095e-35 0.22387664722040937 -0.55676187874653171 0.75347126116278729 0.84085476869502551 -0.42445565733332025 3.1329729150046788 -2.1108527219163427 1.0402268595720192
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 8 7 21 18 10 13 12 -12 17 -15 -14 -9 -10 19 -5 -20 27 23 -23 26 -26 29 -7 -22 -25
right_child=1 -3 -4 5 -6 6 -8 16 9 -11 11 -13 15 14 -16 -17 -18 -19 20 -21 28 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00026350180904999819 -0.0012967730541739084 0.0055949082382906312 -0.0068830659172429151 -0.0017509583505329956 0.0015113370851782522 -0.00060780731824794344 -0.0014306853016897646 -0.0004246396538334991 0.0085352130491869044 -0.0012638263410222552 0.017198678086084582 -0.0054267639605800836 -2.3266743975566026e-05 -0.013257670185061306 0.013552517751222215 0.0090942859862545317 -0.002249592270238378 -0.0072908597079679891 0.0020829081825468432 0.0012757340264273938 0.0080567190627023923 0.0013132865456234517 -0.00060507472506255019 -0.0018641927434438184 0.0074353336340682195 0.0011949766559099999 0.00039286606840968993 0.0043572114675686554 -0.00069291060307448036 0.0019005383272699702
leaf_count=12043 15026 641 1088 5184 16360 65055 25426 26685 149 1746 265 231 529 67 164 1097 14932 607 4790 26011 336 26266 29072 10980 755 4545 25033 824 44350 1674
internal_value=0 -0.101009 -0.120381 -0.00559841 0.0520991 -0.0115687 -0.0233719 -0.014902 0.02392 0.185804 0.326161 0.492613 0.609769 -0.0707734 0.584265 0.485558 -0.0711769 -0.324405 0.0123705 0.0630828 -0.0242336 -0.00234102 0.0189576 0.044367 0.0102995 0.152397 -0.0118015 -0.0383436 -0.044789 -0.0932709
internal_count=361931 16755 16114 345176 28403 316773 231247 205821 85526 4855 3109 2122 1891 987 231 1626 41617 756 80671 31195 49476 164204 98325 69253 42987 5300 37687 65879 44686 12654
shrinkage=0.0138025


Tree=2154
num_leaves=31
num_cat=0
split_feature=1371 842 210 494 499 1423 1457 944 416 488 497 718 785 583 624 650 705 1470 620 1426 1441 444 635 829 391 858 851 564 779 973
split_gain=20.2928 24.9027 24.0304 21.8103 21.5535 21.1606 22.1973 26.6293 25.168 24.6997 23.9859 31.2664 34.9991 32.0546 30.7236 35.0213 32.6113 29.7225 28.3159 28.1396 39.1547 28.0225 27.8509 26.2142 25.632 25.005 24.4927 24.273 24.0122 23.7951
threshold=3.4357416210103824 2.3752998519744484 0.99192413254723921 0.85496262105295562 -1.7751342901158156 1.0000000180025095e-35 1.5416109563948532 0.53713281317862982 -1.2405683649852424 3.2837062419585581 2.0895063784560848 1.0159173274103563 -0.86283290253235112 -0.99544907250003589 1.1127845571894963 1.253152870847948 -0.34766553395161565 -1.3545928909252491 1.5209264779549863 1.0000000180025095e-35 1.0000000180025095e-35 1.0617732612454149 0.25677796944336267 0.13889871608986121 1.475049428936581 2.1406758129868066 0.68308976018130074 2.5725978528513194 1.2336498309536095 0.49294125015507467
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 8 -8 9 -1 11 12 17 -13 15 -15 24 -10 19 -14 23 25 -20 28 -17 -12 27 -19 -21 -16
right_child=1 -3 3 -5 -6 -7 7 -9 10 -11 21 13 18 14 29 16 -18 26 22 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00148066253806409 0.017691016491787954 0.01345448990434962 -0.00076496763038742116 0.015263211535696623 -0.0051333018066862636 -0.00065433689037759169 0.00039330203942119981 0.0031813206979216697 -0.010747535479078153 0.0060101954333841813 0.0010013678586147431 0.0032687863621666301 -0.00020105344877374771 -0.00066768085435922977 0.0043384083266227386 0.0020849630695194505 0.010296758429243618 0.0012885348392486114 -0.0002207984861090599 0.00031035337681187302 -0.0025916754633994801 0.0044583655100566954 0.0024971537707224531 -0.0019826849639339584 -0.0078041229885227508 -0.0065272121762460587 -0.0021793346758742487 0.0069797689597722546 -0.0030336666005661675 -0.00054296724314390095
leaf_count=21999 85 116 492 137 3814 73860 13671 4204 192 494 8199 4404 107101 19014 2918 4483 419 16191 9321 24686 17741 2118 6167 12227 425 443 1880 765 2900 1465
internal_value=0 -0.196054 -0.234476 0.232367 -0.32751 -0.00689496 0.00138458 0.0748251 -0.00416787 -0.0884083 0.0017355 -0.00355098 -0.0146743 0.0591574 0.030983 -0.00139907 0.159333 0.072566 -0.0252119 -0.0345024 -0.0790931 0.0976704 0.0645137 -0.0392575 0.104095 0.0443572 0.0813897 0.107268 -0.00114107 0.194972
internal_count=361931 4644 4528 629 3899 357287 283427 17875 265552 22493 243059 232299 199171 33128 28724 24341 5327 19028 180143 164655 57554 10760 15488 39813 4908 8642 18836 16956 27586 4383
shrinkage=0.0143602


Tree=2155
num_leaves=31
num_cat=0
split_feature=50 56 840 1465 21 775 1405 208 567 631 1436 1459 984 1465 1452 320 1444 58 77 775 363 350 281 651 1470 753 743 690 293 497
split_gain=20.286 35.8465 21.0019 23.7859 22.7858 26.681 25.3843 28.046 24.6026 30.1851 21.5756 26.5037 24.7317 23.5535 23.348 22.8367 22.4976 22.2399 26.3523 23.2702 22.6236 21.6146 21.1477 20.9803 22.6686 23.1999 22.8626 24.721 23.6266 20.8173
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.88747330380244938 -0.51322729858334903 0.81122649975724037 -1.6007614821559903 0.45178396645991764 0.52300180825763365 -1.5719272265980586 -0.40463917335032917 1.0000000180025095e-35 0.73871680408646412 0.82210659373771711 -0.44341668291998909 -0.13978589147699069 0.88160724310766836 3.2398505284241312 1.0000000180025095e-35 0.98938103073206651 1.4559532807586273 0.72385255914583335 -1.333723324866068 -1.0484424728741006 1.1107569744011787 -1.2126727935954851 -0.29671789949796229 1.0000000180025095e-35 -0.88134955212268051 -0.53888710119689687 -1.1725558745221074
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 -3 5 6 -5 -8 9 -6 -4 12 15 14 -13 17 22 18 19 20 29 -14 -17 24 25 26 28 -28 -1 -12
right_child=-2 2 10 4 8 -7 7 -9 -10 -11 11 13 21 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0042166720005833314 9.1515959479373848e-05 -0.0034202478249187869 -0.00053884174635605202 0.0011784117662975611 0.0079094878124078977 -0.001507996800641022 0.020940027760746462 -0.0065874089120727727 0.0033958484309040697 0.054671257590623912 -0.0070333165629609725 0.0064276816719208169 0.0089411855008868103 0.00079525460696778648 0.0010159940395861814 -0.0052808452783747808 -0.011918912037108749 0.00098947684664744159 -0.00480712516464862 -0.0054827202704243929 -0.0037689199799885477 -0.0023013845706742176 0.0031726828971819663 0.00068466164796014261 -0.0016856532799722787 0.0030670479520267815 0.0037195421562296956 -0.0065603731575765677 -0.001710682304160927 0.00096097234159518426
leaf_count=1133 197382 5182 30905 637 46 8242 151 61 633 28 475 1713 233 4253 1252 376 143 14594 1428 805 1399 5115 4587 6387 60378 2557 351 1329 1957 8199
internal_value=0 -0.0291388 -0.00216686 -0.0914286 -0.0206774 -0.0581281 0.345069 1.00152 0.37294 1.71547 0.0112733 0.0403333 0.0161053 0.155048 0.297164 0.0374007 0.166879 0.0117647 -0.0560091 -0.0200217 0.0076241 -0.131402 0.186726 -0.0780849 -0.0953781 0.0260881 -0.069038 -0.301495 0.0449337 0.0463785
internal_count=361931 164549 90457 14980 9798 9091 849 212 707 74 75477 44572 37354 7218 2965 32006 5106 26900 12306 10878 10073 5348 4963 74092 67705 7327 4770 1680 3090 8674
shrinkage=0.0143602


Tree=2156
num_leaves=31
num_cat=0
split_feature=476 1097 1470 785 21 713 21 1469 57 208 1252 1468 1454 1356 885 705 710 1456 1455 1469 923 824 845 1181 964 631 667 1449 840 418
split_gain=36.6029 39.5648 36.9544 34.4306 33.1087 32.8144 29.1211 46.8788 35.2021 33.7684 29.7316 29.8971 43.7696 29.7015 50.9135 37.3061 31.5092 31.9116 33.3629 36.572 32.5979 28.1986 27.9064 27.5039 27.4839 26.789 26.6752 26.6352 26.5753 26.221
threshold=-1.0099296266851885 -0.95342879297703587 -1.1535394197080833 -0.86283290253235112 1.189441983669046 1.0000000180025095e-35 -0.32341995197817647 -1.1256941366283033 1.4243427035504792 2.0281345528622965 1.0886941257737957 0.38892790084257617 -0.82542789839051101 1.0000000180025095e-35 2.2685560401286238 0.83440877527505686 1.3536697095467554 0.042545365537477266 0.49277866179710311 0.44007429205355564 -0.86449023226567734 1.6273301965107299 -0.28443631447281864 1.8940970431627935 0.80745641784395206 -0.66360947894348477 2.8959165655566772 0.35230925177867972 2.7490347410749516 1.3578225241611832
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 -2 5 29 -3 7 -5 9 10 11 -9 21 16 15 24 25 20 19 -19 22 -13 -18 -12 -15 -8 -1 -16 -27 -4
right_child=1 3 4 6 -6 -7 13 8 -10 -11 23 12 -14 14 27 -17 17 18 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-5.7012010218579234e-05 8.6803833114450557e-05 -0.00018247531941298053 -8.8472419235358481e-05 0.00015732947379525547 0.00015782358460701359 0.0001001397507678412 -2.951649119728878e-06 -5.3897270541788695e-05 0.0001962408112063866 -0.00027951509056337292 0.00010008447036285851 0.00067426903288797394 3.8815770770785765e-05 -4.831648747946498e-05 -0.00018367267550614897 0.00013588820102556606 1.3113265658640488e-05 0.0006512161470449522 -0.00028384467161257307 -6.5176058664776149e-05 -3.9943210150031444e-05 -0.00076664764222918462 0.00073801356537113363 0.00075736814586180724 9.8680886503762824e-05 -9.1869001052114434e-05 -0.00039131100472171096 -0.00080827616732633554 0.00020567693255814501 -0.00028953543947583333
leaf_count=94049 6179 1923 41187 9100 2284 20813 24484 30912 3536 2457 6702 645 7985 18414 1005 10229 405 925 323 432 6461 94 382 252 6680 55498 2507 380 1262 4426
internal_value=0 -0.00938823 -0.0704604 0.00288644 -0.0961952 0.0819447 -0.00702369 0.0328558 0.00481305 -0.0119705 0.000485325 -0.0235079 0.090934 -0.0257231 0.0245469 0.0401309 -0.0479476 0.071222 0.333032 0.472581 0.00967444 0.589872 0.400165 0.136288 -0.00556045 -0.0622903 -0.0656557 -0.37631 -0.0898109 -0.112662
internal_count=361931 265375 54076 211299 47897 22736 188563 61683 52583 49047 46590 39636 8724 126880 36708 35323 90172 8928 1680 1357 7248 739 787 6954 25094 81244 96556 1385 56760 45613
shrinkage=0.000942322


Tree=2157
num_leaves=31
num_cat=0
split_feature=1454 21 1430 1298 1469 1053 188 83 651 672 1322 1392 1449 1458 74 986 710 955 1057 1105 365 708 794 422 1176 1460 911 840 560 913
split_gain=20.3444 20.909 21.1243 33.4503 30.3975 28.428 30.4757 26.4119 24.7294 26.2151 23.9794 23.952 23.7713 23.6168 23.0933 23.448 29.8542 26.0854 23.2255 22.952 22.9514 22.7852 24.1686 27.2345 24.5636 24.6074 23.1211 22.3843 22.334 22.1747
threshold=-1.0640499357927207 -3.2545899522946695 0.54622893720785959 1.0000000180025095e-35 -1.0588145806293296 0.44392534947413687 1.0000000180025095e-35 -0.85968151041265306 1.1107569744011787 -0.65546635319905777 -0.9624743224485518 1.0000000180025095e-35 3.3621040362166359 -0.53528856453620277 -0.71369010325973714 -0.075586160757919518 0.61706270828395171 1.0000000180025095e-35 -0.70044730040307257 -1.1873861383992999 1.4617216269639346 -0.83713727057407605 2.2041218380651819 -0.34230394682154358 -0.11594612588022984 0.085279704578113361 -1.7438227865289748 -1.2607025581813287 1.6590601587821199 -1.372454040938722
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 29 6 7 12 20 -10 14 -12 -6 -13 18 16 17 -16 -11 -9 28 -8 24 -24 -23 -26 -27 -25 -4 -3
right_child=1 2 8 -5 5 -7 21 19 9 10 11 13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 23 27 25 26 -28 -29 -30 -31
leaf_value=-0.0066234304070228733 0.0048675476282902365 -0.0041907720782837828 0.00079422644599484835 3.219347999538767e-05 -0.0039039960059546372 -0.0021377023249309272 -0.0022437362191785092 -0.0095015362777182855 -0.0028298367966502354 0.011312733549983883 -0.0021109561692009837 0.0056058007839237785 0.011778540260961753 -0.00045580770266972749 -0.0052874238052243771 0.014125927140829227 0.017442374456205299 0.0100831504209484 -0.0071946850123563019 -0.00092383591326102325 -0.0013507437717461906 -0.00094033243835851463 -0.0017660384872235752 0.03927138565943563 4.7608498962568998e-05 0.028416315646465479 0.0024360880287132183 0.0056789933936288277 -0.0010568561254971091 0.00064535534201629692
leaf_count=604 702 1042 61617 151635 8018 22009 4982 473 4085 78 3840 772 82 1542 292 241 95 128 279 32926 5951 17607 639 24 13179 30 4342 1062 5870 17785
internal_value=0 -0.0073333 -0.00817311 -0.018851 -0.0510196 -0.0700305 -0.0502822 -0.106748 0.02163 -0.0739634 0.00630157 -0.0472273 -0.26986 0.122287 0.307512 0.510775 0.246455 -0.0113304 -0.198746 -0.0773382 0.0364046 -0.00872065 0.0102691 0.269276 -0.00368235 0.053915 0.196995 0.467257 0.0473538 0.0311642
internal_count=361931 361327 360625 275835 124200 105373 83364 41499 84790 11352 7267 6154 8100 2314 1113 756 515 420 357 33399 73438 41865 36883 1725 35158 17551 4372 1086 67487 18827
shrinkage=0.0132666


Tree=2158
num_leaves=31
num_cat=0
split_feature=470 464 115 678 330 1382 616 77 712 785 1043 1376 1185 771 1467 332 497 1046 570 741 557 534 996 781 1169 973 632 82 1430 949
split_gain=40.1936 62.5175 35.221 33.6459 38.4318 36.7099 30.2159 30.884 29.8935 27.6079 27.0808 30.3704 27.007 26.1486 25.4784 28.1513 28.9528 25.5885 25.3177 25.3048 24.4973 25.6525 30.437 23.9144 25.0157 24.428 23.7824 23.6552 23.5362 23.4767
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3947035982071894 1.0000000180025095e-35 0.44542865074340127 0.081171891487753292 1.0000000180025095e-35 -0.55998664015744948 -1.5590971551374573 -0.86283290253235112 1.0092399748889116 1.0000000180025095e-35 -1.0377741550403357 0.71368911462440587 1.6166021676452613 1.0000000180025095e-35 -1.2520214592475198 -0.56028561904409024 0.011654419542863202 -0.65696253498209489 -1.0471143175523501 -0.65191143814350749 1.0565563832172893 1.0000000180025095e-35 1.3563391952969075 -0.68363849112833219 -1.5382539029119664 -1.7065772409431401 1.4660437873930479 2.3258764828800063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 27 10 23 7 -1 13 -3 11 12 -5 -9 15 16 -10 -18 26 -12 28 22 -22 24 -6 -26 -13 -2 -14 -24
right_child=3 9 -4 4 5 -7 -8 8 14 -11 19 18 20 -15 -16 -17 17 -19 -20 -21 21 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0001594056668821397 0.00013801055990660322 0.00010363222928896314 -0.00029913272442488122 -0.00017785147778633415 0.00011687241485114155 0.00016875307812854715 -0.00021845548362916728 0.00021865121952384847 -0.0007078666973406076 -2.8500962173292685e-05 -0.00020948879515658841 -0.00034757564262153474 -0.00020715494044850353 -0.00022926014663577265 0.00019602461527561989 0.00012737279385122439 -0.0002350666764094993 -5.5636287729935486e-05 -0.00015278068933339008 -1.959692150657256e-05 3.6529750732911914e-05 0.00010747093431533461 -0.00026104976571417454 -8.0083862962383314e-05 0.00020105223612430388 -0.00037374087947030172 1.6685320167015852e-05 -4.420783565250686e-05 0.00043089218625649942 0.0013401607945724135
leaf_count=20395 3767 6813 8797 2490 8771 10833 13493 3556 891 82952 4289 1078 2545 830 1814 2772 6656 21610 8102 7324 11644 22147 1766 5578 460 980 14307 85003 239 29
internal_value=0 -0.0548827 -0.114715 -0.00550566 0.0195576 0.0870768 -0.0986099 -0.0759139 -0.0371269 -0.0178562 -0.00542586 0.0120643 0.0445586 0.145715 -0.064238 -0.0820567 -0.108348 -0.0981049 -0.0546964 -0.0985332 0.0568522 0.0701838 0.000564625 0.022234 0.0840274 -0.189104 -0.00328039 -0.0393652 -0.148571 -0.244828
internal_count=361931 170579 80814 191352 102582 26622 72017 58524 38129 89765 75960 64347 40860 4386 33743 31929 29157 28266 23487 11613 38370 35586 13439 15789 10211 1440 15385 88770 2784 1795
shrinkage=0.000942322


Tree=2159
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 712 784 990 854 554 927 758 854 846 775 559 585 852 146 138 513 216 18 815 1016 767 561 981 773 706
split_gain=48.4159 37.6475 34.2464 30.0351 67.7147 29.6084 27.8967 27.8477 27.4993 25.4255 25.2633 29.261 26.5081 24.9208 24.5353 24.0627 23.8687 23.6447 23.3851 33.1419 23.0983 24.0231 23.0833 23.0299 36.4476 27.9816 27.1799 23.7934 32.3683 22.2733
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 -0.63779424894106762 0.9594655836162902 1.09266583130301 -0.87473648844905705 -1.3074307702299757 1.0483613175537825 -0.1354147541679151 0.6247898780741229 -0.53268848306471728 -1.514352584264411 -0.60986944306168611 1.0000000180025095e-35 0.64081800999824112 2.2368666814773395 -0.98223957276639073 1.0454229551509682 -1.0968592592769404 0.96372854793908636 1.0000000180025095e-35 1.0000000180025095e-35 1.1233556138015588 1.4862832230723366 1.7060327193526743 1.5795656702759773 -0.44850149662963495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 -3 -1 23 9 -7 -8 11 -10 16 -5 15 -11 -13 -16 -15 22 -12 -22 -20 24 26 27 29 -25 -29 -2
right_child=1 3 -4 13 -6 8 7 -9 10 14 20 12 -14 18 17 -17 -18 -19 19 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00014771618657366127 -2.0035913805583002e-05 -7.2117422033556201e-05 -8.872139682047674e-05 -2.900350845147533e-05 0.00045965819475769841 0.0002882936630839692 -0.00025882843203271078 0.00017637426070971955 9.213081689336327e-05 -7.513183952142499e-05 0.00031611624474938826 0.00012044917191881378 -0.00032989983284069439 -0.00012519497219430894 -6.5797647163700708e-06 0.0009957915596838663 -0.00013606325411230161 0.00014325007781202263 0.00056735682301481752 -1.319660887824877e-05 -0.0021271063892884133 -0.00010058408812193848 0.0024694277958233453 5.8857506815536434e-06 -1.2611884558858633e-05 -8.5022757753887117e-05 -0.00036796387359804277 7.0609888322686488e-05 0.00047851746811630941 -0.00015979068683049779
leaf_count=3225 13060 4821 35150 29774 1384 2530 1816 5672 13633 173 2499 2834 1405 62243 22382 231 3009 5567 292 1388 40 384 33 68928 38883 14374 3660 4068 872 17601
internal_value=0 -0.0331842 -0.0188717 -0.0760528 0.0808487 0.0583619 -0.00847756 0.0451972 0.0805718 0.0187011 0.0582284 0.0329718 -0.0710529 -0.0885169 0.0324952 0.570789 -0.0124654 0.0251633 -0.118237 0.143079 0.249894 -0.274104 0.78369 -0.0214155 -0.054287 0.000228781 -0.122753 0.0167168 0.152085 -0.100539
internal_count=361931 332372 232437 99935 6205 29559 197287 35841 26334 30169 23804 20881 7248 93730 28353 404 5843 27949 63956 1713 2923 424 325 161446 73204 88242 34321 73868 4940 30661
shrinkage=0.000980392


Tree=2160
num_leaves=31
num_cat=0
split_feature=557 56 188 1470 1459 1464 816 1467 1452 1464 1456 1452 1458 1465 1467 566 1458 1468 1466 1451 1458 1452 1453 1457 1457 21 1465 1465 1450 1459
split_gain=20.4344 23.593 48.0186 26.6019 27.5124 39.4567 33.13 28.4386 31.6468 26.674 29.1675 26.2304 40.4684 45.4834 31.089 29.278 27.5663 26.6032 27.9547 25.307 25.2929 45.5509 35.2333 28.4717 43.0071 34.2328 27.7557 56.5146 60.5427 34.3468
threshold=-0.90800616672965218 1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 -0.29335017616020637 0.16676341185298507 3.5381764998161844 1.9986304589459656 -0.38490958654951546 0.20321792824597815 0.37396721338577926 -0.6197434389686084 1.2067754800055484 -0.54075661480188641 0.12338804363001538 0.38187961091954914 2.8238293063641735 0.82408035764145182 0.39005462831376697 4.3250660786149879 0.0082849315030576309 3.6173782083827311 0.62153978536180354 -0.54408815310789582 -0.54905437150794734 -0.89074317784588486 -0.55248692777746788 -0.5502342478147747 -0.44975414142939646 -0.33635779137711869
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 11 -6 9 -9 10 -7 12 13 14 15 -5 -14 20 -19 -10 21 23 -22 24 -13 -25 -27 -28 -29 -30
right_child=1 3 -4 4 6 7 -8 8 19 -11 -12 17 16 -15 -16 -17 -18 18 -20 -21 22 -23 -24 25 -26 26 27 28 29 -31
leaf_value=-0.00074328549426651194 -0.0012005344129049932 -0.0049014438028530307 0.00012486156357234844 0.0072344838719745532 0.00066568943590128459 0.0022577978486367635 -0.0065378807636148955 0.011049053833670181 0.002670962891641131 0.00033723303349015812 0.013212471482123251 -0.0025667435831011193 -0.0091083012397203521 -0.00048880739890817533 -0.00048562271548540769 0.0013734265215118537 0.0054792582922163829 -0.0049151842707733069 0.0011012673869366732 -0.022347626245147884 0.0015272310484728939 0.016099878981317338 -0.0039168676682282697 -0.004698041582683588 -0.019819873191994523 -0.0020996129705847049 0.019593806333140614 -0.0023888726911985405 0.0016598352132471865 0.010788907736961558
leaf_count=56362 63993 886 74520 1910 87331 955 543 460 798 20248 288 8745 641 8260 1447 1259 129 3351 914 40 7397 133 1380 2394 147 5867 119 4729 6312 373
internal_value=0 -0.0013234 -0.0259434 0.0152756 0.0173983 -0.0130696 0.0437378 0.0620318 0.362962 0.0425778 0.356472 -0.0461212 0.0362881 0.065626 0.233685 0.348654 -0.445816 -0.0749575 -0.244745 0.108631 -0.0557954 -0.0890027 0.0478671 -0.0956436 -0.203301 -0.0478635 -0.0166234 0.043985 0.026302 0.158283
internal_count=361931 305569 138513 167056 166170 78296 87874 22789 1298 21491 1243 55507 13646 12876 4616 3169 770 41861 4265 838 37596 28819 8777 28686 8892 19794 17400 11533 11414 6685
shrinkage=0.0140786


Tree=2161
num_leaves=31
num_cat=0
split_feature=859 789 66 401 1107 1059 543 970 1111 1191 774 1151 1392 142 986 47 498 1451 501 416 1044 965 539 430 124 982 541 1291 979 501
split_gain=20.3337 33.1462 35.8655 31.3996 29.1549 27.5742 26.0777 24.7002 28.1813 23.5128 25.4165 22.9307 27.2635 22.0042 21.9511 21.5596 29.6987 21.5075 21.2452 27.7073 23.3355 22.4862 21.176 26.5167 20.9148 22.0277 23.0004 29.3085 21.7835 35.2148
threshold=-0.54135187694831066 1.1248358748350926 -1.3866181155205168 0.66778437295061321 -0.58764202035191249 1.0000000180025095e-35 1.0000000180025095e-35 1.1436148070811052 -0.34344333436638252 -0.11215922081576447 -1.5702016474504012 1.0000000180025095e-35 1.0160320415559545 -0.80955936440487697 4.2474029708048535 1.3600231693380471 -0.2971629163197641 0.64614069530580831 0.49366749524282216 -1.9341621595227836 1.2641793608917002 -1.1493693928560895 1.0000000180025095e-35 2.547155718644087 1.0000000180025095e-35 3.5955928533842081 3.2886627520380656 1.1335042337638954 0.46607438253159267 1.1435732175330553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 -4 7 24 -9 -6 -11 17 13 -13 -15 -8 -17 -1 20 -20 -12 -21 23 -23 25 26 28 -28 29 -2
right_child=6 -3 3 -5 9 -7 15 8 -10 10 18 12 -14 14 -16 16 -18 -19 19 21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.004843948794137503 0.00019443347123447536 -0.001501618220050635 -0.0027004508345513899 0.0021285294303432984 0.0013692558420837018 0.00030190762117471916 -0.0018546749319126512 -2.5211614285527718e-05 -0.0027542894382490686 -0.0081046510477296996 0.0010318222542493643 0.0044378407666461209 -0.0058770928381670648 -0.00069949456750576151 0.034857894051616996 0.0077379392874186801 -0.0014523215198923303 0.0020039893082745269 0.043737388520281924 -0.0099641809279044247 -0.0038022376469680451 0.0003820868676480585 -0.0047814438823056736 0.036368800417181602 -0.00047703075789484717 0.0092677199900374242 -0.009329863739017185 0.021559712154308918 0.0011022151672977888 -0.0028583951218481164
leaf_count=4336 58577 12559 8726 14866 33767 10642 28932 11124 13750 702 14936 1773 1176 6679 27 1004 1525 784 20 588 1565 2467 1542 27 90205 357 752 71 31741 6711
internal_value=0 0.0165095 0.0298655 0.0450051 0.024762 -0.0578217 -0.0203562 -0.0121955 -0.0871176 0.0490826 -0.00983947 -0.0872785 -0.0142586 0.037635 -0.0333044 -0.093123 0.132667 -0.222961 0.00241225 -0.142602 0.0379746 -0.154597 -0.0942938 0.0528754 -0.0038463 0.0191037 0.0169831 -0.431046 0.0197314 -0.0044985
internal_count=361931 117182 104623 89848 74982 19368 244749 213288 24874 55614 21847 14775 9655 8479 6706 31461 2529 5120 21145 4644 16501 4624 4036 2494 188414 98209 97852 823 97029 65288
shrinkage=0.0161719


Tree=2162
num_leaves=31
num_cat=0
split_feature=60 652 1032 133 133 799 1046 566 1449 203 582 1367 357 1361 1299 706 1116 217 972 139 12 498 1469 914 767 626 150 844 685 773
split_gain=19.8288 20.7271 24.9556 30.4787 30.4509 28.2361 29.7497 28.1217 24.4428 24.0497 23.9504 25.7756 26.5673 24.4342 25.1137 23.5797 26.2007 25.4924 24.5121 26.6568 26.424 25.8291 23.449 23.3017 28.8537 23.1309 22.9066 23.5837 22.8498 35.3983
threshold=3.4231397208058323 -0.55024281929118113 -1.4152305444624138 2.2885711549437917 0.5744186475241726 -0.58454210970522613 -0.48185429529795676 2.4597361361669212 -0.057810435217401528 1.6436232400911501 1.0844420916666788 1.0000000180025095e-35 -1.4378791651883722 1.0000000180025095e-35 1.3882238010523584 -0.34486521972324052 -1.0013782018143276 -1.4724755998434549 1.4356194732106096 1.7958133547178743 -0.16880868750248187 1.7910601575034055 -1.3381350792132791 2.6810254835588752 -1.246992369249428 3.0960803466692419 1.4811495824289289 2.755683666465238 1.0000000180025095e-35 0.28264852760089398
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 23 5 6 8 15 -4 -8 11 13 -13 14 -1 18 -17 -18 19 20 -7 -20 -14 25 -25 -3 27 -19 -22 -30
right_child=-2 2 4 -5 -6 7 9 -9 -10 -11 -12 12 22 -15 -16 16 17 26 21 -21 28 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0006552690334462514 -0.0028558459063289933 -0.0020142720166178218 -0.0024479334394791243 0.0023193596568777679 -0.0013471606369208199 -9.6383962042258061e-05 0.0018553104181316664 0.0024608922946830819 0.0014538536993520027 -0.0025390402802137006 -0.0010615836409750381 -0.0058896348063939303 -0.0067077950809773836 0.00049486055306053234 -0.004481428182364338 -0.0028302282490306136 0.005500717114525472 -0.00043428053390756274 -0.002704306546581462 -0.003079431316341696 0.0020616997497105061 0.0076162992551954273 0.0011108211574743317 -0.0058642418221830353 0.010079561935293456 0.037258564750486479 -0.0023552010603881323 0.0051431550578158328 0.0015078021031910498 -0.0056541446933904204
leaf_count=18685 4792 30316 4964 3791 28764 25571 20911 4049 3245 1843 12958 831 385 24696 2914 8686 1025 70339 5147 2778 17025 277 53583 406 589 23 8421 1010 2529 1378
internal_value=0 -0.00572503 -0.0184338 -0.0871029 -0.0100911 0.000146494 0.0602528 -0.0135647 -0.0569574 0.100136 0.0190062 0.0312616 0.0620143 -0.0114373 -0.0801415 -0.0194293 -0.0437477 -0.0319765 0.0165128 0.0316169 0.0433552 -0.132555 0.0672947 -0.114434 0.31194 -0.127354 -0.0364319 -0.0228545 0.100052 -0.0598149
internal_count=361931 357139 243087 35125 207962 179198 30963 148235 8209 22754 114052 101094 54799 46295 21599 144186 89481 80795 54705 49281 46503 5424 53968 31334 995 30339 79770 71349 20932 3907
shrinkage=0.0155439


Tree=2163
num_leaves=31
num_cat=0
split_feature=51 1302 475 428 1353 905 1 1049 64 1465 898 623 476 564 622 1356 1467 141 789 981 381 332 1154 1229 1470 829 1444 0 359 927
split_gain=19.4211 20.3845 27.0218 25.6231 23.6967 25.3064 24.7912 23.3677 23.2653 20.9112 20.0605 20.0413 20.1245 20.4902 19.6488 26.6148 23.2297 22.0014 20.7046 29.3777 27.4597 24.8192 32.1835 40.7809 30.6205 29.9814 29.5312 28.7698 27.802 26.7645
threshold=1.0111847875080273 1.0000000180025095e-35 1.0000000180025095e-35 -1.4641683285451925 1.0000000180025095e-35 2.1634110522059333 -0.67694062659881793 -0.8400934294897805 -0.27738331201775651 1.9404364142468602 0.30941782589512412 0.23686620513907888 1.0000000180025095e-35 -1.3161172334842119 2.1723923655568358 1.1703909184639636 3.0124991923077498 2.5303427264604843 1.1248358748350926 1.3844530844356899 0.68415532788952937 0.65944866827063242 1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 2.3245682220773505 1.0000000180025095e-35 2.2843753466152159 0.51287808482107511 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 4 -4 5 7 11 -2 10 -9 -8 12 13 -6 18 16 17 -16 21 20 -20 22 23 26 -23 28 -1 -25 -24 -26
right_child=1 -3 3 -5 6 -7 8 9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 24 25 27 29 -27 -28 -29 -30 -31
leaf_value=-0.0010264110291420049 -0.0024827311586373829 -0.0030339113517067568 -0.0083956459199311679 -0.001471025016566486 0.018361282346051815 0.0079157232142576112 -0.0029772792303263173 0.00090451005219635756 -0.0069955158432043517 0.007807442192490602 0.0026586207350353403 0.0068129795041409966 0.0049774867181764096 -0.0074526351328313822 -0.0025395883194453744 0.0038244330172699662 0.011323081035224706 -0.021550286451959354 -0.0006845266046222265 0.0020353649072831024 -0.0035523886744210204 -0.0087119745001476914 0.00081532476549165647 -1.2872544828460735e-05 0.0012372595213875138 -0.0036644245292054194 -0.0039207628579569853 0.0049612682322845393 -0.00053329655389148872 -0.0011246843135391696
leaf_count=47056 3895 8092 1278 16375 53 609 3694 15276 1680 599 1501 772 447 713 9284 1084 155 118 23632 3522 5415 398 78719 49049 41936 2760 9769 1661 25939 6450
internal_value=0 -0.0513374 -0.0339825 -0.114386 0.00997294 0.0543565 -0.0980318 0.0377565 -0.171147 0.0739555 -0.0901456 0.137472 -0.0695499 -0.339959 -0.000461024 -0.106215 -0.151761 -0.169877 0.00274647 -0.0506891 -0.0765972 0.00963841 -0.002129 -0.0341225 0.0519927 0.0236838 -0.0882015 0.0092118 0.0292378 0.0567803
internal_count=361931 54984 46892 17653 29239 20379 8860 19770 6875 15875 5195 1985 1213 766 306947 10641 9557 9402 296306 32569 29047 263737 214953 107535 48784 107418 56825 50710 104658 48386
shrinkage=0.0161719


Tree=2164
num_leaves=31
num_cat=0
split_feature=728 659 797 854 683 346 503 552 980 705 1456 1461 1312 718 588 276 555 1380 1323 563 752 146 556 706 290 212 656 634 82 362
split_gain=19.6086 22.3407 20.1411 41.852 25.8825 28.556 26.1555 24.884 23.8973 24.6664 24.8621 23.9741 25.9536 23.8766 29.4401 27.1334 22.2492 23.056 22.135 21.7464 23.2318 23.0961 21.5558 21.5219 21.5165 21.0253 21.0185 20.9823 20.7344 20.6432
threshold=1.0000000180025095e-35 0.62821384419828064 0.63961785378869596 -0.87473648844905705 1.0000000180025095e-35 4.2948626244303769 1.5870248714258337 3.5802461330687509 1.216571808765075 1.215584911221339 3.742879312526544 1.0519922171908489 -0.71431264815959739 1.0159173274103563 2.250834115212506 -0.20999213199562125 -0.016611322540119645 3.3446298041419404 2.3850029946166824 2.1789883797033087 -0.45388603942719924 1.5766273221840958 -0.94245387048194662 0.71740661856730237 -1.0071065637525076 -1.7008703410836148 2.2886525133890401 -1.3552249032836601 2.043950978277763 -0.59102805835873695
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 24 6 8 7 19 9 10 16 12 -12 14 -5 -16 17 -6 26 21 22 -1 -21 -24 -4 -11 -8 -17 -15 -14
right_child=-2 -3 3 13 5 -7 18 -9 -10 25 11 -13 29 28 15 27 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00039391866497564518 -0.00058018315198037572 -0.00073367679411370193 -0.007681885524232929 -0.002023968416863981 -0.00011338955675707403 -0.0080893971371460583 -0.003675352213518889 0.0088192348127641169 -0.000750406556467344 -0.017889313204514 0.015983233747887172 -0.0045444440170111546 -0.0026469557800115995 0.00054687781513739701 -0.0028678241267554696 -0.014508539752719707 0.0011478174574968195 0.014386952188176079 0.010135430961129116 -0.001292784449997236 -0.0083552477215674478 0.001983929639657581 0.011359313874616398 -0.013160933693067686 0.0041088412312296442 0.0024179445784643298 0.0064131292271852047 0.0074900041987082085 0.012249742033673775 0.00747603456571873
leaf_count=61692 109090 41024 253 21805 36139 620 6508 395 11391 87 250 264 344 5866 595 59 40478 135 187 372 175 5644 727 72 2507 13192 342 827 188 703
internal_value=0 0.00340002 0.0126734 -0.0396779 0.0219423 0.0430572 -0.0128183 8.21191e-05 0.0454532 0.0573646 0.0425663 0.300104 0.412663 -0.0671829 -0.10095 0.173936 0.0367162 -0.00353221 -0.164965 -0.00363292 0.287058 -0.00976423 0.401748 0.604644 0.204031 0.143576 -0.191808 0.38965 0.0588516 0.265833
internal_count=361931 252841 211817 32100 179717 103603 76114 69077 102983 91592 78313 1561 1297 29340 23286 1481 76752 36274 7037 68682 1346 67336 1171 799 2760 13279 6850 886 6054 1047
shrinkage=0.0161719


Tree=2165
num_leaves=31
num_cat=0
split_feature=21 1451 915 208 1318 1396 1176 911 487 1071 1149 1251 1173 278 215 493 609 702 1430 785 834 21 1469 1452 1451 700 1452 1105 1322 303
split_gain=19.3204 28.0839 19.6653 25.8874 32.5739 25.4196 22.4306 27.9806 24.5112 23.1322 21.7462 21.7114 21.2974 25.3302 20.6967 21.0454 20.4946 23.2129 22.946 20.4816 26.5709 26.0064 33.353 45.3965 33.9168 32.5019 33.1685 29.4879 26.0261 26.5355
threshold=-2.7818205974049124 0.29201411858153481 0.35539985303639915 0.28964789436543775 -0.15912829208252996 0.85453789374626166 2.6284722243829464 -0.97166073876756487 0.37092435041290567 1.0000000180025095e-35 3.070608018023568 -0.18204919525406291 0.26331885773342251 1.4677670658091539 -1.3825413810457998 -1.8171037412285673 1.6285028476148826 -0.64351235880464996 0.54622893720785959 -0.86283290253235112 1.3488426044603095 -0.13431221002227373 -1.1256941366283033 0.85148356494928035 1.7177297842418249 0.19159880979626387 -0.18157124906225561 1.619436486286465 1.0331073916757922 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 14 12 7 8 -6 -8 19 -9 13 -5 -4 -16 17 -12 -18 20 -2 22 23 27 -25 26 -24 -21 29 -27
right_child=2 -3 3 5 6 -7 9 11 -10 -11 16 -13 -14 -15 15 -17 18 -19 -20 21 -22 -23 25 24 -26 28 -28 -29 -30 -31
leaf_value=-0.012592452009183772 0.0013527708075119177 0.0073268343351730351 -0.0042034908513657529 -0.0016405147268498542 -0.0026357716489816487 -0.005020242795880695 0.013452180429360073 0.00065293047415335202 -0.010307705393670704 -0.01900466553890329 -0.0022657464230987322 -0.0020070724387420457 0.00066005611642233673 -0.0081338545654682116 0.016841672877307704 0.0010522885952028659 -0.016674406285484278 0.0049214255047129599 0.0065652684479277426 0.0010311087327923892 -0.0027672626532282869 -0.00048127928942971033 0.00025735689234255009 0.0067233552084128585 -0.00037289265354668269 0.0005518309369739765 -0.0015331737257267099 -0.0069981089519596884 -0.0016504415284425613 0.002917295215889861
leaf_count=132 21724 807 1532 16023 2814 3915 221 8561 1505 41 702 11401 7242 1148 102 20728 140 2448 71 11993 2212 133080 36391 3066 1085 25348 30119 731 5748 10901
internal_value=0 0.30898 -0.00729757 -0.0434733 -0.0102017 -0.106988 -0.0743654 -0.0831497 -0.289315 0.566001 0.000902202 -0.0486467 -0.0764023 -0.126577 0.0529494 0.0695472 0.165832 0.207209 -0.462915 -0.00153746 0.0589012 -0.0079006 0.0174672 0.104963 0.293871 0.000123348 -0.032741 0.0388707 0.0540398 0.0783538
internal_count=361931 939 360992 75233 46905 28328 24543 24281 4319 262 285759 19962 24413 17171 22362 20830 3361 3150 211 282398 23936 258462 125382 16875 4151 108507 66510 12724 41997 36249
shrinkage=0.0164953


Tree=2166
num_leaves=31
num_cat=0
split_feature=785 728 784 921 712 727 815 1016 784 878 561 647 590 578 519 268 706 225 624 859 133 846 146 138 520 272 730 783 934 603
split_gain=61.0112 42.0928 40.4724 41.7025 35.5032 33.0245 31.0701 41.7085 35.3154 35.1145 31.784 30.4032 79.1739 29.1633 28.7297 50.9475 26.6806 29.3373 30.8337 26.5286 26.2069 26.0775 24.8134 32.7112 24.5037 26.3322 24.4935 45.9863 31.6705 29.1839
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.63779424894106762 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4862832230723366 -0.87782724458594241 0.58895901036483078 -0.87905496296652397 2.1420547332082829 1.0000000180025095e-35 -0.20668351718138131 -0.49157419534866048 -1.3605347937444374 -0.98545034728205338 2.7171092817986957 -0.53268848306471728 2.2368666814773395 -0.98223957276639073 1.5103007336851382 1.6568181847307961 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 26 -1 -5 7 10 14 -10 16 12 -3 -6 -8 -16 17 -2 -19 -7 24 -13 -23 -24 25 -15 27 -4 29 -28
right_child=1 11 3 5 13 19 8 -9 9 -11 -12 21 -14 20 15 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00015740503289880982 8.687358995512988e-05 -8.791790653984206e-05 0.00010289027685516381 -0.00013080325519734313 0.00026539964219658718 0.00053881724795539821 1.4153501091817967e-09 -3.0746434661624944e-05 7.5396127709439481e-06 -0.00011184066067253941 -0.0003741380364452833 -3.4370512792577137e-05 0.00047543494606239775 0.00011643929530019128 0.0002489404125291821 -8.0753471384319319e-05 -0.00019694204977692065 -0.00068019712213012069 -9.4725395472074493e-05 0.00017372324517613732 -0.00032035718588607493 -0.00013057754412767908 0.00074876627582315316 -1.2020854785584134e-05 -0.00012866087631363364 -0.00016327944962807556 0.00030884949456942213 -8.956976031763777e-05 -5.217531584835363e-05 -1.2964474358298582e-05
leaf_count=3225 6328 4821 7921 1294 3439 993 52910 45506 18849 23730 4775 29774 1384 18270 4912 3046 15636 1057 13542 5308 741 62243 325 1388 2294 1590 3231 17685 3732 1982
internal_value=0 -0.0381973 -0.0230825 0.0369522 0.064355 0.176334 -0.0376762 -0.0733573 -0.0142439 -0.0616678 -0.141801 -0.0833681 0.0739842 0.0886584 0.018955 0.133839 -0.118655 -0.0576922 -0.124332 0.237279 0.0617771 -0.095868 -0.126164 0.142824 0.0748829 0.0988448 0.00383126 -0.0310327 0.100084 0.205794
internal_count=361931 332372 232437 42146 29559 7595 190291 86844 103447 42579 41338 99935 6205 26334 60868 7958 36563 20927 14599 6301 22895 93730 63956 1713 22154 19860 34551 25606 8945 5213
shrinkage=0.000961169


Tree=2167
num_leaves=31
num_cat=0
split_feature=785 1431 712 516 1160 578 612 263 1452 50 871 1468 211 73 657 1109 657 1065 996 497 816 917 359 729 978 792 567 836 1134 1237
split_gain=56.7864 38.7905 34.3268 30.6408 29.686 29.1747 28.4297 29.3826 29.399 33.2281 28.597 26.8134 27.7338 25.5603 25.0856 24.924 24.6999 56.6203 47.2687 39.8375 32.1217 27.5867 30.1471 36.5612 27.4141 26.1292 26.6217 25.9205 24.6673 26.9421
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 1.0000000180025095e-35 0.68536004617275303 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 0.13166737952109073 0.55630078546380823 2.4008401756919917 1.3195544013298623 -1.1646479312922822 -0.26411110905864721 -0.80522708219444705 -0.54037293681431431 0.72755686970153477 1.0518754624258557 1.0565563832172893 -0.74344171700487871 -0.92870374882376117 -0.67390942486905525 2.1168612764706531 0.75637635299260908 -0.87735636021949837 -0.87246257202899724 -1.7185366064206462 1.756671978663459 1.0445639817206116 1.4298092310842805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 14 -4 7 8 9 10 13 12 -10 -3 -2 -11 21 18 20 -19 -18 -5 23 24 -23 -22 -27 -24 29 -7
right_child=1 6 5 16 -6 28 -8 -9 11 15 -12 -13 -14 -15 -16 -17 17 19 -20 -21 25 22 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00015753462983425379 -0.00018603745087998063 -9.8582702434638341e-05 0.00026995037605506987 7.9082351190225839e-05 2.9877921676090468e-05 5.5431538662801604e-05 -0.00017374467316703897 -2.4496703633442399e-05 0.00049264488965471338 -0.00018254334887174959 -0.00079693618113561317 -0.00029097574356304421 1.3536531026596741e-06 -0.00026196834606123854 -5.6045863264066909e-05 5.6691420132122441e-05 -0.00025275902707105999 0.00042128027069408347 -0.00030869937683221187 -0.00039435583231610687 0.00023894403624652867 -0.00013403520649945213 0.00022757750559977696 -9.8051739509500606e-05 3.1663179035296278e-05 -0.00080422975920598123 2.9029683469968127e-05 -0.00059118042169480566 0.00024082436848550868 -0.00023728128984248892
leaf_count=3225 11313 12551 3439 25437 16259 18396 17336 59376 684 3692 883 1823 12129 15116 55613 5694 1884 266 2077 2785 3065 5845 3025 21386 45462 232 8259 180 2947 1552
internal_value=0 -0.0350668 0.063954 -0.0164967 -0.0522252 0.0878522 -0.0690601 -0.0569525 -0.104033 -0.143631 -0.197172 -0.00999882 0.0299625 -0.184805 -0.0762124 -0.0319257 0.00508344 -0.0665545 -0.0124764 -0.326356 0.0343843 0.0189998 -0.00256477 -0.0127581 0.0159474 0.0724471 0.0127449 0.189852 0.0609285 0.034503
internal_count=361931 332372 29559 203088 83185 26334 129284 111948 52572 37936 28550 14636 12813 27667 66926 9386 119903 18568 15517 3051 13440 101335 75898 72693 51307 11556 8491 3205 22895 19948
shrinkage=0.000980392


Tree=2168
num_leaves=31
num_cat=0
split_feature=476 1235 785 519 377 974 713 664 1176 710 921 784 629 899 841 1025 1452 560 1470 554 902 1250 1122 667 747 958 644 1061 1004 960
split_gain=42.9244 42.9144 39.6651 34.4786 41.9412 34.1785 31.8593 31.6737 31.3419 31.2401 45.0683 54.9924 41.2185 38.962 39.669 46.8023 42.6487 27.7397 27.4279 31.4844 29.2014 27.3274 27.6261 27.3071 27.1101 47.7799 37.2056 30.7828 43.9567 27.9893
threshold=-1.0099296266851885 -1.24934742919911 -0.86283290253235112 2.1420547332082829 1.4210717172751071 0.3893771365074582 1.0000000180025095e-35 2.3848607387285203 -0.54948467686383295 1.9207401787728819 1.0525743831388839 0.9594655836162902 0.75161834445288445 0.88705010404224915 -0.83227182470451122 1.8785447384370386 0.4926003403048807 1.6590601587821199 -0.30990328558115199 0.85846462128542267 -0.40562062240672725 2.0721198160853382 -0.32104348443603131 2.8959165655566772 1.0000000180025095e-35 1.0000000180025095e-35 -0.34929633066952553 -0.87357009987099121 0.59444477453878863 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 8 6 7 5 -5 -3 9 -2 10 24 -12 13 14 15 -11 -16 -13 19 -18 -20 -10 -23 -1 25 29 27 28 -26 -4
right_child=1 2 3 4 -6 -7 -8 -9 21 12 11 17 -14 -15 16 -17 18 -19 20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-6.3673651940180929e-05 -0.00015477923866367012 -0.00017378867724024432 -0.00016925266928346938 0.0001139790166078085 0.00040145220963741149 -0.00010226655241126292 0.00010072013216326063 -0.00018751789590514375 -4.2839602227214177e-05 -0.00012612160410640553 -1.3440933260427005e-06 0.00025025984459593346 -0.00018015567244210429 -0.00016328190908779681 0.00015609345618497708 0.00085045502789524358 6.1257330112829826e-05 -0.00042783728456809367 0.0011583062242868322 0.00086869377339641399 0.00043638671539851168 -3.7684056566815875e-05 0.00070434472363055259 -0.00040015326519024177 3.6113628901314846e-05 1.07106759881314e-05 -5.7521681754681409e-05 6.2027020203020291e-06 0.00046125964659592589 -5.0019352518864204e-06
leaf_count=94049 20092 1975 23712 8540 1365 3901 21161 7064 20968 2639 15947 5623 2163 1706 5342 211 702 248 337 223 467 404 396 2507 2769 17214 51897 40853 1338 6118
internal_value=0 -0.0119879 -0.001107 -0.0113182 0.0859903 0.0491199 0.0830408 -0.0199251 -0.0865442 -0.0152485 -0.0239361 0.0657373 0.0823102 0.132315 0.182352 -0.0463009 0.261588 0.236021 0.534969 0.291299 0.801445 -0.0266778 0.355627 -0.0727874 -0.0387855 -0.0855591 -0.0188246 0.0244778 0.195691 -0.142317
internal_count=361931 265375 223515 200379 13806 12441 23136 186573 41860 179509 165719 21818 13790 11627 9921 2850 7071 5871 1729 925 804 21768 800 96556 143901 47044 96857 44960 4107 29830
shrinkage=0.000942322


Tree=2169
num_leaves=31
num_cat=0
split_feature=1431 1439 126 322 326 252 389 1386 566 309 213 1174 217 765 597 1053 1108 1460 138 347 760 350 263 763 700 962 1184 359 1390 1167
split_gain=19.7315 23.079 24.354 21.4999 26.5314 26.6833 24.5433 22.5034 27.5869 26.02 22.9069 21.933 21.8112 21.7826 20.9493 20.8601 21.0956 20.5381 22.1669 29.5355 20.2803 23.2844 21.5934 20.8919 19.9418 19.8885 22.4405 20.1153 19.9738 19.8652
threshold=1.0000000180025095e-35 0.70356782200899082 0.70880289725806289 1.0000000180025095e-35 1.0000000180025095e-35 2.2555418330839565 2.0012238438612475 0.34499363462991639 0.27209071428221249 2.1221719590446941 1.2077899997672061 2.1024364714124433 -0.80415322689222124 1.167904735920954 3.1596628491584919 -0.81834395254078796 0.62868921577538106 0.9504607190545632 1.3320526998625362 1.2321685269384108 -0.97425371435744701 -1.2616578929278031 0.66115833724634121 -0.017500408965118477 -0.88764488034588174 0.19772078151668587 -0.084986685812155391 1.8750547651666969 -1.6715396840489956 -0.37779302995283986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 3 6 25 13 7 9 10 -2 -9 -8 -11 15 17 16 -6 18 -3 -20 21 -4 -22 -24 -19 -5 27 -27 -28 -1
right_child=1 14 20 4 5 -7 11 8 -10 12 -12 -13 -14 -15 -16 -17 -18 24 19 -21 22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00015429291266142939 3.948355413942883e-05 -0.0024431527795193073 0.023444355954230386 -0.0014777708661208825 0.0056643788246506285 -0.0094055139267361018 0.0039736823858058552 0.00045441703449264402 -0.0031698619635300617 0.01293809481214658 -0.0047913822702391222 -0.014060716233196232 0.0024849363107952039 -0.0035801409324520226 0.010904485904281978 -0.00026378762366152545 -0.0028521549438860882 0.0075527993936597721 7.582854847067928e-05 0.014418246981212158 -4.0010635638398692e-05 0.0039561007917780526 0.00090547143632814975 0.0063179857273006797 -0.00022093464360499688 -0.0031536237156114242 0.033128853722012075 0.0096601008316604484 -0.007798211792508899 0.00053271063641162624
leaf_count=145152 36169 21421 85 9385 1531 419 2112 9403 6516 298 1341 88 1059 2481 141 14770 552 546 1997 231 14799 1081 1840 1108 2378 4409 24 195 3179 77221
internal_value=0 -0.0305299 -0.0164034 -0.0333844 -0.0838444 -0.0283969 -0.00645838 -0.017005 -0.0892214 0.0146076 -0.0118392 0.21908 0.330437 -0.0149147 -0.100303 0.0152138 0.237124 -0.106816 -0.134119 0.112888 0.057249 0.343956 0.0378607 0.193937 0.0855113 -0.170751 -0.29645 -0.150112 -0.48978 0.00552912
internal_count=361931 139558 112844 93931 36945 19753 56986 54786 17260 37526 10744 2200 1357 19334 26714 16853 2083 26573 23649 2228 18913 1166 17747 2948 2924 17192 7807 4604 3203 222373
shrinkage=0.0152391


Tree=2170
num_leaves=31
num_cat=0
split_feature=1440 1463 1463 1467 21 1437 1449 1036 905 1321 829 223 1465 1450 1452 968 1465 665 678 954 1122 1466 1308 761 62 1076 1004 1061 1029 1173
split_gain=19.2457 21.2045 30.1999 24.1137 24.2954 22.7788 25.365 21.8363 20.5645 26.0835 21.7575 21.333 20.4664 27.331 25.9909 23.8539 20.0918 22.3098 36.6439 21.9409 21.4407 21.2545 21.1351 20.1039 22.9244 20.0726 70.4855 50.9056 33.0767 25.8155
threshold=1.0000000180025095e-35 -0.043407658172389896 0.16604916994249511 3.0124991923077498 1.189441983669046 -0.67194577436743119 0.17887655251925397 1.0000000180025095e-35 1.4812118535980496 1.4351270260309894 -0.39597463132609118 -0.55274380678355861 -0.38440214874183265 0.83479547028963264 -0.1014882148136543 0.2260730688251136 2.873316917895123 3.0858555402564884 1.6243751288565669 6.099786963134739 -0.26425489114365547 2.5621452872994568 -1.3860863925232534 2.4130835502434373 -0.97978507835213413 -0.58297395077464731 0.59444477453878863 -0.87357009987099121 1.0000000180025095e-35 0.23029715848955534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 3 7 4 8 -5 -7 12 10 -10 -2 -11 13 -3 -14 -15 17 19 23 25 22 -22 -18 24 -19 26 28 -28 -1 -30
right_child=1 2 -4 5 -6 6 -8 -9 9 11 -12 -13 14 15 -16 -17 20 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00057192891276921143 -0.003738509565890849 -0.0018162226157893407 -0.00071202334542132804 -0.0069812603978560324 0.0017282704529693236 -0.009397422781766019 0.018947486509995028 -0.00088211080787165333 9.2584674373887062e-05 -0.0015483443554335436 -0.0013488652038906646 0.022349032928272426 0.0037139785753998269 0.00065485343740242889 0.012855319343626994 0.027751238133475534 -0.0038894056828202481 -0.0052185392819578359 -0.010174008796671456 0.0096016092035239014 -0.0019062511090812665 0.005590652886619106 0.0042660409396555942 0.0090459043890104215 0.0034877890134028095 -0.00023843591033150229 0.0052666223439634388 0.00067012259422301323 0.00041479889572480463 0.0044561775216217228
leaf_count=36666 10011 1017 14264 100 2276 60 167 1678 1813 83 15052 122 1159 82 525 55 501 400 224 189 2325 512 3145 561 2148 247101 4979 5701 5866 3149
internal_value=0 -0.0542823 0.00982189 -0.0979913 -0.106788 0.511217 0.87812 0.183898 -0.131662 0.102704 -0.153678 0.891429 0.303956 0.0454018 0.461432 0.91818 -0.00071403 -0.00355257 0.167694 -0.00581474 0.119353 -0.0300232 0.224776 0.226118 0.148162 -0.0064218 0.0318981 0.190221 -0.00851059 0.121348
internal_count=361931 48464 18780 29684 29357 327 227 4516 27081 2018 25063 205 2838 1154 1684 137 313467 306984 3333 303651 6483 2837 3646 3109 2548 303462 56361 10680 45681 9015
shrinkage=0.0152391


Tree=2171
num_leaves=31
num_cat=0
split_feature=1357 885 1425 545 776 813 557 148 155 77 220 787 1216 5 1464 1452 1457 1450 1464 1454 21 1459 220 741 1451 1465 1460 1458 1251 641
split_gain=19.0308 32.6818 24.5613 30.7235 23.4066 24.7063 22.6252 25.8194 27.2583 25.4907 24.8132 21.5763 21.0816 21.1786 21.013 25.4681 68.986 42.4331 33.3003 33.1164 32.8706 32.6239 30.1639 30.0657 29.6198 27.9232 27.2278 28.2535 30.7803 26.206
threshold=1.3962008022525787 2.2685560401286238 1.0000000180025095e-35 -0.42272316119950532 -0.95584984483947688 3.0233829522501328 -1.0630123919320871 -1.1378756216421395 1.1799773660118973 0.98938103073206651 0.89625642829677343 1.4337814159034321 2.3855481443271001 1.4752957976085244 1.5993600128483978 0.075388382208316021 -0.54187279531438171 1.7997640778274977 1.8829436135215958 -0.12591398429191614 -0.32341995197817647 0.4112809844690079 -0.086077229123187479 -0.65696253498209489 2.0946814787157892 2.3195887819936725 0.85891196165308137 -0.41932532347212731 -0.90870229137523539 -0.3901945135287101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 -4 -2 11 10 -8 -9 -10 -5 -6 14 -14 -1 17 24 18 20 21 -16 -20 -22 25 -17 -21 -18 -28 -29 -25
right_child=1 -3 3 6 5 -7 7 8 9 -11 -12 -13 13 -15 15 16 26 -19 19 23 22 -23 -24 29 -26 -27 27 28 -30 -31
leaf_value=-6.1383249202754574e-05 0.00075530751214329922 0.009717445076245515 -0.0026727931597323412 -0.013281393594880765 -0.0024570076145330531 0.012714508081657527 0.013601170038275297 0.0011614953199015415 0.0060545113063970573 0.02654038796309257 0.018449864097801659 -0.0093841130797533995 -0.0014135203457440731 -0.0090183488677503063 0.0084885870845603072 0.0071740361363373311 -0.0015530538249764214 0.0071511745264050044 -0.011208437876668951 -0.0072377163109678174 0.0046819162657776121 0.0059537866750125129 -0.0062149937465779161 -0.0028459562057547897 -0.00038755545653780174 0.0087445692559366874 -0.0068457551291464924 -0.0043574362220505421 0.0092453864867429597 0.0043048104164048265
leaf_count=296989 4534 378 3392 281 20157 147 323 3247 424 102 45 1058 10397 927 931 3378 4721 800 1371 1355 645 252 693 1373 810 140 278 274 958 1551
internal_value=0 -0.0649713 -0.0748828 0.0418087 -0.116529 -0.15546 0.156987 0.198717 0.145312 0.635414 -0.485 -0.164496 -0.00158005 -0.116396 0.00141199 0.0708429 0.140769 -0.0188016 -0.0725011 -0.16457 0.155228 -0.501627 -0.0505836 -0.0776981 0.342968 -0.325823 -0.00871012 0.239488 0.371693 0.0570521
internal_count=361931 34088 33710 7814 25896 21362 4422 4096 3773 526 326 21215 327843 11324 316519 19530 10419 9111 8311 6042 2269 1623 1338 4419 4188 1495 6231 1510 1232 2924
shrinkage=0.0168252


Tree=2172
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 727 678 533 382 678 689 507 908 332 1228 789 1458 1425 120 264 1450 1016 657 727 1093 706 649 928 620
split_gain=39.907 32.5764 48.1521 45.6047 54.909 54.1816 44.2223 42.6593 39.583 37.8988 36.5117 36.1459 33.9457 31.2435 31.5237 31.0481 30.8314 30.8138 32.5556 29.6056 28.681 31.0308 28.2285 27.976 27.6016 27.4869 27.4304 27.0769 26.9258 26.2309
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 0.65809631222906606 -1.4446427012740177 1.0000000180025095e-35 0.9948761292206888 1.1248358748350926 1.8992776531617575 1.1710607803345987 1.0000000180025095e-35 1.0406688472030448 -0.34557539116087493 1.0000000180025095e-35 2.2603408215975165 1.0000000180025095e-35 -0.55864201032658711 0.85558832110916161 1.0000000180025095e-35 -0.97827964681891932 1.1734518836084071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 12 7 10 -6 26 8 17 16 -5 -10 29 -9 22 -13 -8 18 19 -4 -16 28 -15 -14 -1 -23 -3 -28 -22 -2
right_child=1 6 3 4 5 -7 9 13 11 -11 -12 15 23 14 20 -17 -18 -19 -20 -21 21 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.7087980160713621e-05 1.4273260345997079e-05 -0.00013540268267514448 -0.0001093727163276829 -0.00022390645412829878 0.00031418170135522993 -0.00055138488561336653 0.0002750797725767747 -0.00025960456853603913 5.4675848129258184e-05 7.0647873449067644e-06 7.1143953590060261e-05 -4.7852768592929625e-05 0.00014118887352439661 -0.00011782793625456374 -1.5078564013154609e-05 -0.00016719850060457724 -5.4377843297050176e-05 0.00010549453644208241 4.0388004686994398e-06 -0.00022297841976236119 0.00031084435003949165 4.4135252037378174e-05 -6.8855658646317183e-07 -0.00030793913621184402 0.00010306390788665236 0.00027140698117287572 -0.00011835306394153547 0.00023947657905308526 -4.0060058258087095e-05 -0.00012660104849422069
leaf_count=12551 41921 6191 33622 2881 3683 279 5244 3004 12047 5700 4547 67002 9956 21922 22470 11695 1127 2639 7269 26894 795 3038 17786 575 17008 4048 1462 1794 6050 6731
internal_value=0 -0.0282152 -0.0350577 -0.0501274 0.0829519 0.279064 0.0496549 -0.0578411 -0.0825566 0.128446 -0.0320806 -0.0530925 0.021797 -0.0167375 -0.00939577 -0.0722283 0.236155 -0.133787 -0.146646 -0.170303 0.0309849 0.101356 -0.0602514 0.130225 0.0550355 0.192947 -0.0639981 0.0946821 0.00326453 -0.00478997
internal_count=361931 332372 310854 251671 11390 3962 21518 240281 161168 12071 7428 90744 59183 79113 76109 78697 6371 70424 67785 60516 36401 13931 39708 10531 29559 7086 9447 3256 6845 48652
shrinkage=0.000905731


Tree=2173
num_leaves=31
num_cat=0
split_feature=522 1230 1371 694 588 377 147 597 967 630 794 214 54 139 1454 1462 1450 631 1122 21 1468 1457 1468 623 69 139 1462 1465 1450 1462
split_gain=19.0729 25.5978 24.7307 24.4787 25.3596 33.6501 23.0757 22.9213 22.8692 25.5967 24.7031 24.2552 24.174 31.0138 27.1531 32.5308 27.4704 27.015 24.4337 23.8242 24.7021 36.6761 25.7409 24.3778 24.2152 24.1882 23.6232 41.2594 49.3925 29.2767
threshold=-0.71745339412579689 2.3457019632811744 3.4357416210103824 1.4410699139383063 -0.31407487021714353 1.4210717172751071 -0.69077229797515549 2.2594581941160397 1.9880014365130207 -1.227423105516652 2.2041218380651819 -1.1966247284919971 -0.42445565733332025 -0.65301132484164592 -0.2363894608792538 3.938751423652564 2.7493393434216533 0.55533695945188588 0.65950622641232515 -1.6471741456694959 3.9650802667107272 0.22063977688400369 5.395510907324077 -1.6430732048707182 2.8664199267538102 -0.80654265271371617 0.64216061943476632 2.4014220305861813 -0.68397754828010371 0.40252374905671789
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 7 -6 -3 -1 10 -10 12 -12 13 18 15 16 26 -15 -2 25 23 -22 -23 24 -21 -16 29 28 -28 -14
right_child=2 6 -4 -5 5 -7 -8 -9 9 -11 11 -13 14 17 19 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0001983693518957116 0.00068653461631372969 -0.0069182501291610073 -0.0037844307612615344 -0.0011238935119486774 0.00079489733491184557 0.0036552906153748911 -0.00070982428058785564 0.0053939621444306397 0.004293317262024322 -0.0022356054746144787 -0.0043510764423314394 0.0016799410884970403 -0.000357440346685608 -0.0014192380602678016 -0.0055942674095848053 0.01336416246537263 -0.012617374636020418 0.00010453402429767658 -0.0021197568584868263 -0.0048947747802496879 -0.01213120251061405 -0.0074499977471154111 0.0045615163585495042 0.00060436674877197547 0.027277359322276595 0.0072103905352132519 -0.0067613528139767072 0.013534599796311523 -0.0008702781545845994 0.0028781316808971732
leaf_count=35386 23801 807 3454 10111 38432 4793 1753 691 795 11331 841 11180 61946 51787 209 181 234 20171 4573 1579 457 298 425 63800 22 1057 2354 168 6119 3176
internal_value=0 0.0214941 -0.0166898 0.028342 0.0415908 0.0770573 -0.187343 -0.00479333 -0.0146283 -0.123181 -0.0102572 0.0903775 -0.0155554 -0.0440651 0.00370949 -0.0284165 -0.0309971 -0.0712513 0.0202109 0.0358889 0.0302599 -0.291705 -0.00828412 0.0362089 -0.291341 0.358436 -0.0285248 -0.144909 -0.169568 -0.0129952
internal_count=361931 91973 269958 89413 79302 43225 2560 36077 266504 12126 254378 12021 242357 100332 142025 74178 73997 71958 28374 67847 66581 1180 723 65401 1601 1266 73763 8641 8473 65122
shrinkage=0.0143602


Tree=2174
num_leaves=31
num_cat=0
split_feature=728 659 813 1294 982 1331 10 414 774 812 1040 484 421 1313 971 1246 689 565 694 797 854 710 470 974 416 1045 104 1233 1055 494
split_gain=19.0512 20.6168 20.2153 20.7697 33.4716 23.3834 28.9125 21.1119 25.5184 22.1495 21.0249 23.4015 22.64 22.105 21.092 19.8653 19.6328 23.7224 25.1598 21.8443 37.1146 23.4227 25.1415 20.8317 20.7574 28.5497 21.4899 22.4119 20.6902 20.6901
threshold=1.0000000180025095e-35 0.62821384419828064 1.0000000180025095e-35 2.2019233343356794 -0.57077082165496063 1.1755633524177564 -1.0940723147468252 -0.25652610672386761 0.44252926182317348 1.3776039159878068 -0.35962827062135366 0.63758511329474021 1.2814362953188301 0.055931779079206691 -0.80436886866232848 -0.31504841910609432 1.1511195098725142 -0.48628576117259498 0.67999168113419184 0.63961785378869596 -0.87473648844905705 0.79536837128804305 1.6515521334121408 2.4150369241825209 0.29304458071443201 -0.88127346001573614 -0.58631079329806135 1.0000000180025095e-35 -0.083884529270535566 -0.62620736060102256
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 -2 -5 7 -7 -6 9 10 13 12 -12 14 -9 -11 19 23 28 -1 -21 22 -22 -18 -20 -26 -27 -28 -19 -25
right_child=2 -3 -4 4 5 6 -8 8 -10 15 11 -13 -14 -15 -16 -17 17 18 24 20 21 -23 -24 29 25 26 27 -29 -30 -31
leaf_value=0.00060489854340884221 -0.0016929108254698472 -0.00079868821312715609 -0.00014714831417776453 -0.0055056670988551295 -0.0024267201302017026 0.085769537540934832 0.017823100379038653 0.047842909811702972 -0.0070500971695834844 0.06987521422207435 0.024018503704233207 -0.0052392121591145037 0.079343575922304482 -0.015631537970647803 0.0021304601220931371 0.0052122544863866527 -0.0027582018190931957 0.0020593528419664683 -0.0042494090362028723 0.0039128628017963641 -0.0022850149705104356 0.0012673116967950749 0.0041125824383399815 0.025808473317595566 -0.0086009715392578335 0.0090674898221885201 -0.0024738856936433137 0.012937128515483839 -0.00099839265267562672 0.0012054025595838827
leaf_count=151051 44799 41024 62020 769 549 20 197 27 189 23 172 75 23 113 94 20 11180 9335 4001 2342 18753 5282 895 81 471 676 1086 179 6304 181
internal_value=0 0.00386765 -0.0348568 -0.0787306 0.178642 0.414199 1.28198 0.279448 0.576871 0.842818 0.674692 1.15372 1.56005 0.0595649 0.844907 2.52108 0.0127784 -0.0383029 0.00200962 0.0220432 -0.0370922 -0.065343 -0.102182 -0.130698 -0.121592 0.0397106 0.158187 -0.00971928 0.0479146 0.474856
internal_count=361931 252841 109090 47070 2271 1502 217 1285 736 547 504 270 195 234 121 43 211817 33494 22052 178323 27272 24930 19648 11442 6413 2412 1941 1265 15639 262
shrinkage=0.0185764


Tree=2175
num_leaves=31
num_cat=0
split_feature=785 728 727 519 712 382 714 921 896 789 507 791 936 764 783 1049 577 651 1457 907 620 647 590 1169 803 971 636 257 974 892
split_gain=42.2564 33.2826 30.3647 26.8201 48.0349 37.1758 32.7644 57.2915 44.9755 40.057 39.955 39.6 42.5066 41.3097 30.2658 29.9547 29.2416 28.3915 27.9009 27.6091 26.781 26.5522 66.6127 26.5382 25.9506 25.7719 25.2079 25.0336 24.9298 24.7236
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1780070679743837 1.1248358748350926 0.65809631222906606 1.0000000180025095e-35 -0.71332139697136976 -1.0700055694897161 2.2099560249315608 1.2334500886949249 1.0000000180025095e-35 1.1107569744011787 4.7787224532167558 0.35530412136214551 1.1734518836084071 -0.87782724458594241 0.58895901036483078 1.0643747975631468 1.9682860324222273 0.27811336328289121 -0.38504308125595937 0.64657819277429363 -0.12245981198431354 3.2157419873176414
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 15 10 11 9 14 20 18 26 -14 16 27 -9 19 24 -12 -2 22 -3 -15 -8 28 -13 -6 -21 -22
right_child=1 21 -4 4 5 -7 7 8 -10 -11 17 12 13 23 -16 -17 -18 -19 -20 25 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.4937196011990042e-05 1.7211330664105755e-05 -6.3242726814215518e-05 0.0001086667496174685 -0.00012739357215839911 0.00021258046414853108 9.2674581513479918e-06 -8.1100519909401019e-05 2.3467013791170298e-06 -0.00021162537903376911 -0.00017438307565709321 8.8591665618955386e-05 -3.1417120626829984e-05 -0.00018023447900893607 3.2776906746987437e-05 0.00032792675973290742 -4.1920108186638093e-05 0.00016529591761908695 -0.00015596776949564225 0.00037539845958617238 -4.0085160187382164e-05 -0.00015491648309486018 -6.8584278479912449e-05 0.00041503145561012244 -0.00015046269499390826 7.8136024590980712e-05 0.00057175032996562036 0.00019084378875546757 0.00054451739529794054 0.0003651395970127326 0.00041561267514614628
leaf_count=12551 40274 4821 17008 3773 4308 5727 90937 8523 2270 1983 5770 3206 7553 19702 2060 1210 7762 1134 450 1030 6205 93730 1384 5285 3703 895 6174 877 1290 336
internal_value=0 -0.0249532 0.060752 -0.0114748 0.0695039 0.12958 -0.0187126 -0.035576 0.0648184 0.0957393 0.0275423 -0.0541146 0.00513504 -0.035952 0.127233 0.236133 0.0954208 0.147846 -0.0798363 0.187458 -0.00205158 -0.0654382 0.0822809 0.00531517 -0.0829002 0.346963 0.136662 0.304523 0.223007 -0.140773
internal_count=361931 332372 29559 232437 15895 12122 216542 159608 22598 20328 56934 137010 41920 32540 18345 6395 16285 10119 95090 8985 46815 99935 6205 24987 94640 3215 9380 5185 2320 6541
shrinkage=0.000887971


Tree=2176
num_leaves=31
num_cat=0
split_feature=181 1244 1087 1463 843 1467 1458 1468 1465 1466 1459 1355 21 1425 1452 1467 289 1454 1465 271 974 350 21 1463 492 139 691 1467 1468 1451
split_gain=18.9956 20.6775 20.368 20.7977 30.0821 33.5898 46.6985 42.2192 37.1088 40.4185 36.6442 31.5939 29.7721 33.8992 33.5857 46.231 29.6728 28.0923 27.4291 27.3503 30.7737 26.509 26.4388 26.086 25.8291 25.3819 24.7054 24.0965 36.6545 49.8341
threshold=1.0000000180025095e-35 -2.0027994516645182 1.0000000180025095e-35 -0.052537044703927886 -0.27449113377226558 -0.47799446732384149 -0.54544881628266473 -0.14784106700432195 -0.40523020188868136 0.60388684044670526 -0.44254886610018701 0.78446141766648569 1.189441983669046 -0.49854827941355384 0.25571642208767514 -0.48833496455175684 0.56229355458910146 -1.0247127271972578 1.5526536492403793 1.4046420712405217 -0.079083799400265081 -1.0094288811438756 1.5676574675808517 1.4334175752012324 -1.0296056244468093 2.3562027014509304 -0.17013969273830343 0.078484787845291684 0.74910709165279876 -0.071276657143309677
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 -5 6 8 11 9 23 -10 18 19 14 -14 22 -15 -9 -8 -1 21 -21 -16 -6 -23 -12 -22 28 -7 -30
right_child=1 -3 -4 4 5 27 7 17 10 -11 25 -13 13 16 15 -17 -18 -19 -20 20 26 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0001425475141139705 -0.0095369037289490949 -0.00058790085407041523 -0.00051501667800596081 -0.00025082192671984559 -0.0032613231575525309 5.6785200276125659e-05 0.00055528489800823718 0.019612187891652096 0.0016907468963367586 0.018623520329043027 0.0084421844550671456 0.0056510621283735003 -0.0020332712560813147 0.0032793784709936706 0.012001217829868141 -0.0018909785958806987 -0.00052657048668960709 -0.0019434181618582004 0.0064647614499224884 0.0038251159082250789 -0.0064240442002310126 0.0041020339833199599 0.0013439930101356748 0.0055587357666750789 -0.003133789819233818 -0.02212032046667025 -0.0015368544183035845 0.0011114290673469298 -0.0090326192308854449 0.0010321730691990546
leaf_count=105039 504 74662 64812 33162 1368 11962 7181 59 1317 112 2645 2007 5468 7375 544 1000 2777 4507 892 1647 2856 828 368 475 3767 30 2827 19590 1259 891
internal_value=0 -0.0431151 0.00170018 0.0117367 0.0383166 0.0692876 0.139966 0.0716278 0.302385 0.0391962 0.415547 0.149755 -0.00634541 0.076688 -0.0417606 0.195037 0.154077 -0.110854 0.0852079 -0.0202682 -0.137966 -0.010267 0.530758 -0.0483549 -0.11592 0.555678 -0.270951 0.0270069 -0.0430978 -0.313195
internal_count=361931 75166 286765 221953 87457 54295 20593 14646 5947 1955 3992 10080 134496 17532 7380 1912 10152 4566 8073 116964 11925 6242 912 1843 4595 2675 5683 33702 14112 2150
shrinkage=0.0146474


Tree=2177
num_leaves=31
num_cat=0
split_feature=785 470 395 203 1436 728 1134 1237 1037 207 607 896 775 519 498 315 579 986 788 138 1122 915 577 1450 1065 285 773 1437 967 1298
split_gain=36.0562 33.4939 40.7805 32.4244 28.5418 26.9329 24.9554 27.66 24.9532 24.4852 29.8252 34.1746 39.5268 28.4536 27.3994 37.8127 29.1371 24.914 24.7304 27.7791 30.3484 24.4884 24.4085 24.1836 24.0154 24.6799 25.5401 25.451 23.9453 23.3281
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.60428344764309971 -0.49008176997875957 1.0445639817206116 1.4298092310842805 -0.60489981398538839 -0.084806946168647548 1.0000000180025095e-35 0.42670496010513392 3.6107751719298862 2.1420547332082829 1.5674918557501278 -0.72888043785682755 1.0000000180025095e-35 0.29996308812301631 0.38349571241217301 -1.265282512584317 0.4096364159258713 -0.7568729514032343 -0.9250398530534788 4.2167433909250827 2.0892697794450994 0.84478328364439681 0.80059971351201209 3.5253024523165304 1.1511682622985386 3.4881204951586855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 -1 7 -7 -2 10 11 17 -13 14 16 29 -11 -3 24 20 -20 -17 -5 -24 25 27 -27 -15 -12 -16
right_child=1 9 -4 22 -6 6 -8 -9 -10 13 28 12 -14 18 15 21 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0001310004856520052 -0.00022582572418462137 7.1896972236209919e-05 -2.4181143903621347e-05 -0.000440528248167777 3.908258687599654e-05 6.3361328493924491e-05 0.00023151001274784278 -0.00020404302370470017 -7.4350001735239574e-05 -4.1638089059720472e-05 -5.4873534848399146e-05 -7.9499263315131546e-05 0.001479400901565118 0.00014069243855425529 0.00037103437319020987 0.00045648266267417169 4.9148163465221954e-05 -5.4842392401750675e-05 -0.0010418258074841613 0.00030650781966522136 0.0014262970794591788 -3.3881379375946263e-05 -0.00017261792782291688 0.0012666598654590027 -0.00037876694082498188 -2.6287574323498187e-05 -0.00073223510566620888 -0.00073604170238425633 -0.0002100348815390933 -0.00094366191521311378
leaf_count=3396 11052 24272 82761 5218 8422 21171 3309 1683 33491 45128 37262 17686 58 6121 1863 422 20757 9382 120 2655 20 3616 14898 47 444 818 275 117 5419 48
internal_value=0 -0.0286021 -0.0569201 -0.110389 -0.0814584 0.0505893 0.0726467 0.0480168 -0.112875 -0.00924061 -0.0342898 0.00160101 -0.0792834 0.0177006 0.00132283 0.13414 -0.0124231 0.0423218 0.117085 0.286069 -0.661477 0.0181788 -0.23414 -0.175535 0.0579105 0.0859312 -0.211683 0.133914 -0.0784888 0.365805
internal_count=361931 332372 155889 73128 52965 29559 26163 22854 44543 176483 94079 51398 17744 82404 71834 5949 65885 33654 10570 2795 140 4038 20163 14945 7775 7331 1093 6238 42681 1911
shrinkage=0.000923845


Tree=2178
num_leaves=31
num_cat=0
split_feature=470 602 670 718 1425 1467 797 1053 279 1463 705 1467 1299 332 407 1465 1469 675 253 671 420 646 585 507 1443 816 419 704 1047 1249
split_gain=19.2085 33.7035 26.5772 27.6449 28.8015 27.3532 27.0571 24.3616 23.1801 22.8181 21.9903 21.5877 22.9944 21.4139 20.9559 20.5679 25.4725 28.6282 20.2557 20.2401 35.4891 26.0901 22.6958 29.6735 25.0707 24.8904 22.4503 24.1775 22.8499 21.7671
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4788072840855835 2.2664977771003176 0.8116134044154214 0.67399173339163976 0.26178017910560175 -1.0414917589324884 1.8920413191894112 0.69830983612512221 1.0000000180025095e-35 1.1525960706297351 -0.25959171523109997 -0.83850545498565088 1.0000000180025095e-35 1.0000000180025095e-35 1.6550864193358736 -0.15961369093888242 -0.42980666616629565 0.59573659850611882 -1.0861700333034265 1.593744732512876 2.9000507500104784 0.058437817685544215 3.5898303377266632 0.12555829617879827 1.2114097377553295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 6 13 18 -4 14 -5 12 -11 -1 15 16 17 -7 -6 22 21 -21 26 24 -24 -25 29 -28 -29 -2
right_child=19 -3 3 10 7 9 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=-0.00099544870842233112 -0.00015002520392296036 2.0308871981585959e-05 -0.0051482003664931608 -0.0015484938722094648 0.0022751738461906645 -0.0070582187908583343 -0.005767261026548772 -0.0080469521752586249 -0.00052132050479254818 0.011190963706009922 0.0049862553771069179 0.0045878069313504688 0.04058311433792719 0.0022711382671696139 0.01374198429090333 -0.0063716079775501333 -0.0040940310409765188 0.023553222503540451 -0.0038560156631163921 0.0045287220934199183 -0.0033469193742592931 -0.0008344029298351707 0.0058700227360544456 0.00093686459730476417 -0.0025654898021387745 -0.0038819247294730927 0.00064341863775112934 -0.024634779674361465 0.0065577545987176656 -0.0020200728459644855
leaf_count=38001 73860 89908 17526 3719 3730 89 2806 1116 3324 210 1621 1108 47 3623 159 963 412 136 2081 1625 6028 4364 2809 33401 772 1335 54781 101 41 12235
internal_value=0 -0.0262143 -0.0709283 -0.14054 -0.182323 -0.0344025 -0.0520602 -0.0321521 -0.247752 0.19156 0.0433948 0.409746 1.03104 -0.0370768 -0.0189117 -0.120001 0.243569 0.817776 0.0305531 0.00830033 -0.0765021 0.0375757 0.0144269 0.0608065 0.255433 0.0421599 0.000958179 0.0350798 -0.840875 -0.0224101
internal_count=361931 170579 80671 33117 27777 47554 44430 6927 20850 3124 5340 1365 257 41624 1759 1600 637 225 5811 191352 12017 5989 179335 38317 3581 34736 141018 54923 142 86095
shrinkage=0.0171617


Tree=2179
num_leaves=31
num_cat=0
split_feature=785 728 728 519 712 1049 382 588 666 714 791 803 861 476 583 708 485 993 1169 981 914 767 745 1467 1047 575 647 590 578 1134
split_gain=50.7062 32.8638 29.6209 27.0709 48.2598 36.6107 36.5726 31.2065 29.0352 30.0295 43.4361 53.9621 39.1138 36.6019 36.5772 35.0408 31.3413 30.0355 30.4383 30.3145 28.7238 30.7465 27.041 28.15 26.8663 26.5706 26.4203 64.6103 26.1584 27.2385
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 2.1420547332082829 1.0000000180025095e-35 1.4069177371033732 1.0000000180025095e-35 2.250834115212506 2.2575337098986954 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 -0.70335058585943822 -0.55326332990463356 -0.19102678227058997 0.55353005178241588 -0.89727091510114898 1.0000000180025095e-35 1.5547011264505639 2.4975337861131606 0.46370404152391853 1.0191313245711819 3.2089320700182484 2.2054433403887272 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.87905496296652397 1.0445639817206116
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 -5 6 -6 -8 9 14 11 17 -12 -14 16 -16 -2 18 -11 22 25 -22 23 -19 -21 -17 27 -3 -4 -30
right_child=1 26 28 4 5 -7 7 -9 -10 10 12 -13 13 -15 15 20 -18 19 -20 24 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00021602483281259047 -5.2808840294028051e-05 -0.00015534571566396153 0.0001728124153360847 -0.00022689014985053556 0.00019346739931992617 -0.00021934133970490625 -9.2851658696376546e-05 0.00042750124030130034 1.2375600332982693e-05 1.9076200598229483e-05 -0.00015212841128246825 3.4112793487232071e-05 -0.0001544573599366877 2.2340893931737986e-05 4.9583468611888344e-05 -0.00022980854476995651 0.00013791784189903596 -0.00018623328069332693 -0.00021573931914442302 -0.0001046972254573273 0.00045400796855989156 -0.00057152968949496338 -0.00030258787613663687 0.00013398897846749646 0.00027770812778445494 -9.9906057188892838e-05 -0.00016458524489472979 0.00034925425424289471 -5.3899567512448656e-05 0.00016369103752812887
leaf_count=3396 12730 4821 3407 3773 5349 1818 4404 551 7337 7121 20933 5739 8257 18397 4668 12085 4983 68126 4978 8260 649 169 10124 1096 788 20102 93730 1384 19831 2925
internal_value=0 -0.120595 -0.0263083 -0.107258 -0.0257599 0.0354397 0.0832497 -0.0427738 -0.114343 -0.119633 -0.136008 -0.161192 -0.078961 -0.0257013 -0.0753513 -0.116368 0.00441326 -0.174272 -0.0654027 -0.1883 -0.144625 0.260902 -0.203039 -0.187419 -0.070243 -0.155833 -0.159814 -0.0147083 -0.00251445 -0.0281292
internal_count=361931 332372 29559 232437 15895 12122 10304 4955 216542 209205 153819 106232 47587 26654 55386 37673 17713 100493 12099 88394 33005 818 79346 69222 9048 32187 99935 6205 26163 22756
shrinkage=0.000961169


Tree=2180
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 727 678 533 678 382 689 583 900 1228 908 1049 728 507 45 332 639 965 264 1450 1452 1093 706 649 928
split_gain=52.5638 33.7123 45.7351 48.9542 58.766 55.8768 44.3907 43.7937 39.7623 37.2143 36.8789 35.6177 33.7393 31.1311 30.9861 30.986 30.392 30.1818 29.6767 30.8223 28.8065 28.6977 30.686 27.7665 30.692 27.4567 27.2672 27.1032 27.4759 26.9343
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 -0.55326332990463356 0.48923120718859159 0.9948761292206888 -1.4446427012740177 1.2334500886949249 -0.49008176997875957 0.65809631222906606 2.9180075629947342 1.0000000180025095e-35 0.11942102837874842 0.1463002810917281 1.0406688472030448 -0.34557539116087493 6.7057942035045022 -0.55864201032658711 0.85558832110916161 1.0000000180025095e-35 -0.97827964681891932
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 12 7 9 -6 27 8 13 -5 16 -10 18 -4 -13 -9 -8 -1 19 -2 25 22 -14 -22 29 -17 -26 -3 -29 -25
right_child=1 6 3 4 5 -7 10 15 11 -11 -12 14 21 -15 -16 20 -18 -19 -20 -21 23 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.00013211126056150263 5.1979449268562428e-05 -0.00014275644745890357 -0.00016500944802039279 -0.00023729689520343979 0.00033540821862658226 -0.00057932779041906151 0.00028403286051022854 -0.00027198302097314472 5.2329398314428878e-05 7.2624750498880505e-05 6.9009643152106231e-06 -5.3387150627613913e-05 7.1692796944458902e-05 -4.7713885814887535e-05 -0.00017734341988343669 -6.0012690570741305e-05 -5.1129933397076283e-05 8.1844096087649621e-05 0.00023797092795290481 -0.00087356568988435209 -1.9604451119795674e-05 -0.00012020059635316351 -6.753734679553886e-05 0.00031849253274862871 4.0312793100258573e-05 0.0014660455267962436 0.00027590218071464373 -0.0001279128400589372 0.00024683010055878609 -4.6877755884546902e-05
leaf_count=3396 15373 6191 52130 2881 3683 279 5171 3004 12047 4547 5700 67002 16348 18294 11695 39670 1200 26163 3801 147 22470 11228 12286 795 3038 38 4048 1462 1794 6050
internal_value=0 -0.0319009 -0.0388584 -0.0535437 0.0843476 0.28713 0.0473107 -0.0615312 -0.086546 -0.0347312 0.126285 -0.0570381 0.0165255 -0.137873 -0.0760187 -0.0198608 0.232607 0.0635846 0.0898342 0.045304 -0.0125455 -0.0225264 0.0130079 0.0260568 0.0953281 -0.0611846 0.186456 -0.0664927 0.0910924 -0.00225201
internal_count=361931 332372 310854 251671 11390 3962 21518 240281 161168 7428 12071 90744 59183 70424 78697 79113 6371 29559 19321 15520 76109 39862 28634 36401 13931 39708 7086 9447 3256 6845
shrinkage=0.000942322


Tree=2181
num_leaves=31
num_cat=0
split_feature=1454 1431 846 221 117 254 585 633 567 1247 445 430 776 705 87 771 710 649 495 119 66 843 1181 492 207 942 752 1384 1293 1449
split_gain=19.0174 19.0919 21.4992 32.0492 25.161 24.0137 22.2856 29.958 29.9291 23.5413 23.4748 22.9418 24.0423 22.8874 22.1514 22.0877 23.1031 21.9236 22.1205 20.9559 20.4822 22.1894 22.4571 22.8163 20.4279 26.5874 25.0976 20.9537 24.5903 20.3966
threshold=-1.0640499357927207 1.0099929608726099 -0.35975990809977476 1.6371435877986644 1.8421106730875214 2.3914426075998607 0.59573659850611882 2.0602254807584486 0.98191358321475442 2.1570926894903941 -0.98875111453437525 2.9077992315005976 -0.6041171540566429 0.28191752204954684 -0.50888615648000235 2.1044043402245265 0.5527557478562467 0.85789485202400184 -1.37181454898859 6.1451566749404849 -1.3866181155205168 -1.5374455690874542 1.3809486130825392 -0.18989843222853445 -0.82502875265773079 0.44633743931240322 0.78880898582227543 -0.54869371940750955 1.8514852010470839 3.4919823951712163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 4 5 6 11 -8 9 13 -10 14 -13 -9 24 19 -17 -2 -19 20 -16 -22 -23 -24 25 26 -4 28 -26 -6
right_child=1 -3 3 -5 29 -7 7 8 10 -11 -12 12 -14 -15 15 16 -18 18 -20 -21 21 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0072507765655998521 0.0001657540478236659 -0.00077105655283378862 0.0013873863532063216 0.0013194392035700102 -0.0025541325616974036 0.0020789928276760839 9.6675126100028455e-05 0.002188022725964182 -0.0064713408007979253 0.020255139412145105 0.0081203846607672443 -0.0025593055621438111 0.0074379488182344661 -0.0099839876301488582 -0.0027856221672980302 0.0016641336603537193 -0.0048782355399226126 -0.0072142813471838818 0.0018948861486808436 0.020687629047494157 -0.003881704865176275 -0.0010312386716266277 0.0030371859577105272 -0.001250002155456222 0.0020298506334380404 -0.005301499367456268 -0.0044622865093919863 -0.00014346770935551171 0.043515019256001659 0.012834840928390394
leaf_count=604 123270 55151 3778 11915 8588 4326 29713 431 125 42 1168 453 844 323 11291 5119 718 409 11888 36 3667 57850 2891 2449 7365 1790 1272 14355 20 80
internal_value=0 -0.00737041 -0.000874062 -0.0184518 -0.0279481 -0.0212306 -0.0266571 0.0261889 0.273506 -0.0881303 0.455952 -0.0424578 0.266593 -0.195318 -0.0460709 -0.0651773 0.0632359 0.0202409 0.111327 -0.0764816 -0.0775071 -0.064054 -0.0549415 0.0792268 0.0110169 -0.106691 -0.0129849 0.0450956 0.142097 -0.156981
internal_count=361931 361327 306176 170609 158694 150026 145700 31802 2089 796 1293 113898 1297 754 112601 84021 5837 135567 12297 78184 78148 66857 63190 5340 28580 6840 5050 21740 7385 8668
shrinkage=0.0149403


Tree=2182
num_leaves=31
num_cat=0
split_feature=476 959 785 112 497 21 1469 1049 705 258 769 645 1189 829 57 728 1470 1254 631 1455 284 947 884 1362 1114 560 585 984 225 628
split_gain=42.8394 46.2464 40.1308 37.2084 32.6187 34.9994 42.6568 33.2367 41.8532 31.9178 31.9316 31.9183 36.3885 30.76 30.3958 28.3125 28.2604 26.6404 26.6029 26.5118 32.0678 27.5789 27.2741 29.6569 25.9339 25.5013 25.1884 25.0731 24.4893 24.2023
threshold=-1.0099296266851885 -1.2907225086880219 -0.86283290253235112 2.2718117149406565 2.2206245932530155 -0.32341995197817647 -1.1256941366283033 1.342371635369997 0.73161970490752004 1.1203171907964993 0.88645995745365336 1.0000000180025095e-35 2.7969044190499632 -0.31131841806601235 1.4243427035504792 -0.49008176997875957 -1.1535394197080833 2.768630430144388 -0.66360947894348477 0.35881941651261778 2.2154822803873588 1.0000000180025095e-35 1.0000000180025095e-35 -0.69930563466564566 2.8525174781912463 1.5194704577708358 1.0000000180025095e-35 0.75403902033247594 -0.87231073405748061 0.18844368181192978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 16 15 4 5 6 -4 8 -6 10 14 12 17 25 -8 -3 28 -12 -15 20 21 22 23 -1 -18 -7 -17 -20 -2 -28
right_child=1 2 3 -5 7 13 9 -9 -10 -11 11 -13 -14 18 -16 26 24 -19 27 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-1.2358706900219647e-05 0.00043307258399700164 -0.00013875345416133956 0.00014991475222960542 -0.00017541174877158021 3.6564940530896964e-05 1.0566089575972301e-05 -2.7559697811539971e-05 -0.00014204476668097633 0.00034268555464441808 -0.00015678894322346813 -7.748923407321127e-05 0.00021369802244458684 0.001473396068895921 6.5922713187072868e-06 0.00019411893947381576 0.000170220415961431 -0.00012609015343274815 0.0010616095530285 -7.6850680884484276e-05 -4.8272061308118236e-06 0.00016664141852798457 -6.8622868453195704e-05 -0.00011649220710648719 -0.00037886463545293335 0.0003348595638476074 -0.00013997782528621768 -3.2280634919893309e-05 -0.00024699530578226595 -1.5100649185104387e-06 0.00016423298998843644
leaf_count=2432 664 2402 8825 8362 3728 56897 34452 1500 2937 5951 4102 6095 64 15403 2660 10212 33347 81 42444 23572 2111 40076 16876 11489 667 4704 7882 4690 3556 3750
internal_value=0 -0.013154 -0.00261883 -0.0129913 -0.00783881 -0.0142939 0.0289772 0.116932 0.17926 0.00292463 0.020905 0.129353 -0.0258813 -0.0352987 -0.0101606 0.0797794 -0.0961069 -0.0540132 -0.0707448 -0.0738984 -0.0998164 -0.110547 -0.18085 -0.312093 -0.123304 -0.00182352 0.103534 -0.0979227 0.0781392 0.0347977
internal_count=361931 265375 227141 202895 194533 186368 62230 8165 6665 53405 47454 10342 4247 124138 37112 24246 38234 4183 62537 96556 72984 70873 30797 13921 34014 61601 21844 47134 4220 11632
shrinkage=0.000942322


Tree=2183
num_leaves=31
num_cat=0
split_feature=785 728 712 1431 852 727 923 497 1002 1382 1077 647 590 815 783 576 1321 1452 133 1149 971 854 1065 911 684 1450 277 1240 1323 1469
split_gain=55.8947 36.1678 32.9295 27.9446 28.3816 37.0968 49.0909 31.5499 29.3586 29.3033 27.6014 27.5479 65.8498 27.277 27.4554 27.3343 26.2545 25.9368 25.5765 24.9239 25.6253 24.6315 24.8344 27.7038 24.5498 24.6079 26.1612 25.3226 24.3911 24.3803
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 1.461728259125324 -0.32459312438081372 -1.0481563669762106 4.2406324835638474 -0.87782724458594241 0.58895901036483078 1.6638054002796892 -1.0732212767954836 0.66546334935299256 -1.1798994846903865 3.3900475580725948 2.7171092817986957 2.1900270400044222 -0.91342491441800366 -0.87473648844905705 1.0518754624258557 -0.88177944220274473 -0.58965889020528339 -0.10640331734405503 1.0085973783619429 2.3911370802078595 2.7132217573315578 -0.98013275004230149
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 13 17 -8 9 -6 19 12 -3 14 -2 -16 -17 -7 21 20 28 -4 23 -23 -22 26 -26 29 -10 -27
right_child=1 11 18 -5 8 6 7 -9 10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 24 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00014430606481757418 -0.00017899537581363999 -7.213188474385422e-05 0.00028079158518109798 -7.8379008591039992e-05 -9.8285996980746642e-05 -0.0003391086116314224 -7.291515933184202e-05 9.5312812558716003e-05 -0.00022244659888205783 6.2134720287332937e-05 -0.00084925954871985286 -8.135727669820283e-05 0.00042164916686015722 -0.00019919362769425382 3.6492149801669098e-05 0.00076723821410283209 0.00017783300148033459 0.00083040605674756011 -0.000261945263538897 0.00013317615015202857 -5.9580328620236311e-05 -0.00014669860566316977 0.00024322628216991992 7.5067746203767848e-05 4.6121706499693966e-07 0.0002584109326078611 -0.00023772406948987577 -0.000144775411924088 0.001016093706661928 6.0202717156095011e-05
leaf_count=3225 2299 4821 2477 35150 6164 3650 48255 4622 3589 45505 175 93730 1384 1826 15754 315 3035 68 822 3700 28432 2518 3028 17489 14614 2990 2273 1448 59 8514
internal_value=0 -0.0340852 0.0642064 -0.0200552 -0.0106757 -0.0447254 -0.0772276 -0.0593784 0.0100735 0.0496959 -0.0196111 -0.076111 0.0740073 0.0303112 0.0544378 0.0808615 0.255524 -0.336361 0.0875945 -0.0174611 -0.028294 0.0995276 0.0779913 0.0515124 -0.0179695 0.023778 -0.030848 0.0913971 -0.214326 0.125681
internal_count=361931 332372 29559 232437 197287 79824 56595 52877 117463 51669 65794 99935 6205 23229 21403 19104 3350 3718 26334 65619 61919 25512 23035 20007 58271 29839 16887 12952 3648 11504
shrinkage=0.000923845


Tree=2184
num_leaves=31
num_cat=0
split_feature=50 56 581 1470 1178 1454 1150 1461 1458 777 1224 1451 345 1387 416 1259 1070 422 420 84 476 1312 917 424 1466 1245 284 144 294 1256
split_gain=19.2724 34.6078 25.691 24.3723 23.2398 25.8836 26.4155 24.6684 23.7705 27.2429 32.8128 26.7167 25.093 23.7251 24.1316 28.1722 23.7317 23.4307 23.281 22.7595 24.2692 22.7291 22.6602 22.8585 22.5245 22.4598 22.4043 22.3476 27.4043 22.1609
threshold=0.55630078546380823 1.0000000180025095e-35 2.1516800948178267 -1.3782462404802098 0.060150514790486227 1.0692506903199488 1.4765539603247655 0.56849382259836123 0.20667703603638712 0.31898543040465238 2.8827150069465595 0.22652003410547841 -0.013752034377144591 3.1446912422434825 -1.2636881581364936 -1.4812436642087417 -0.58664421151494628 -0.17641672170880116 1.4893295372522699 -0.87109990290594463 1.1361236590950645 0.36958182597131489 -1.0849199351048566 1.0824376001404004 -0.29510869058529848 -0.36449202425826982 -1.5898347461846811 -0.078274937563018149 0.92159612535094959 1.880214369755121
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 -3 13 6 7 8 9 19 -11 -10 -12 14 15 -5 -15 -18 21 -6 -21 -16 23 -17 -9 -26 -20 28 -1 -7
right_child=-2 3 -4 4 5 29 -8 24 11 10 12 -13 -14 16 18 22 17 -19 26 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.262375334786806e-05 0.00027545077858272086 -0.0067283298972038502 -0.0035598844128527656 0.0053708438052375495 -0.0017448377882517702 -0.0015468540469635867 -0.0019491755308629667 0.0010050943507848484 0.0028394040139136556 -0.001781844811645505 -0.008800190406666011 -0.00049983332037922476 0.048263688180062526 -0.0047041016908563656 0.00029557782579632552 -0.0016151141649182663 0.021434264332888347 0.0018769174375715466 -0.010855951411605022 0.0012676402030924094 -0.0027125058152669859 -0.0010376883662578792 -0.0032397774740906128 0.0097095377450848331 0.007434268250680315 0.0024990263546585934 -0.001510511993740762 -0.0012228412807611373 -0.0024754951222221698 0.0041073506018107098
leaf_count=61907 84163 473 5028 541 3730 7356 4072 4754 7214 6836 21 3016 30 132 56605 577 136 105 362 19562 1465 17721 7744 287 1230 2429 7112 48992 7731 600
internal_value=0 -0.0185033 -0.0525303 0.00235738 0.00400358 0.0363965 0.0541653 0.0664068 0.0441765 0.0134497 -0.117519 0.134109 2.10915 -0.0198124 -0.0221297 -0.149141 0.569943 0.953442 -0.0111425 0.0458932 0.0715982 0.000787161 -0.187157 0.183295 0.173178 0.298494 -0.133759 -0.0457798 -0.0166862 -0.0777308
internal_count=361931 277768 123658 154110 153637 62315 54359 50287 41874 31644 6887 10230 51 91322 90949 9149 373 241 81800 24757 21027 74326 8608 864 8413 3659 7474 118630 69638 7956
shrinkage=0.0138025


Tree=2185
num_leaves=31
num_cat=0
split_feature=785 120 48 728 529 1428 1078 693 1134 1237 1466 1463 1466 1457 1449 1457 1462 724 1462 1457 1457 1466 21 1449 1464 1023 1457 1470 1460 1468
split_gain=49.7172 33.9313 31.6728 30.3607 30.158 28.1176 27.8702 33.3202 26.7114 28.7137 26.3377 31.1873 45.6207 30.5865 63.1822 49.3854 55.3483 48.4609 44.9276 42.2216 36.7236 37.7116 32.3371 32.5167 36.343 39.9968 31.0284 30.8761 30.7009 45.1492
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.038823445884877399 1.0445639817206116 1.4298092310842805 0.37829601484295772 0.093599294775546141 0.33394102906587103 -0.46794968924050279 -0.28903415273037497 0.078020128969186059 0.84441236097139671 -1.372772149376732 1.0841960110954239 0.68635126017805159 -0.43873611265764639 -0.18022961856084521 -1.8362818876253988 0.15253467723479217 0.58604421830445497 1.6466969136823597 0.089361679694024934 0.64411514646892931 0.058427274985338513 0.07694662735021153
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 5 -1 -4 6 7 -3 9 -5 11 12 -2 14 -13 16 17 -15 19 26 21 -19 -16 -24 -25 -26 -17 -27 -22 -30
right_child=1 2 4 8 -6 -7 -8 -9 -10 -11 -12 13 -14 15 22 18 -18 20 -20 -21 28 -23 23 24 25 27 -28 -29 29 -31
leaf_value=-0.00013972921397201134 -4.6046118576853888e-05 -5.4121841956731831e-05 -7.602546236485962e-05 7.4336561877065113e-05 -0.0002223996678963357 -0.00010794489250106003 -0.00012324763710726378 5.9347536581198242e-05 0.00025497244787964641 -0.000208549574563027 2.8170229883173718e-05 -0.0001847973269098157 -0.00043553819695295174 0.00049382607380000468 0.00073527491914649259 -0.0012380519695209004 -0.00026118895258268735 0.00097630049631429146 0.00020287005407193905 3.9325781487924497e-05 2.6782909593824965e-05 9.4077283837866365e-05 0.00020488489882089365 -0.00019919656441365452 0.0003120355559333471 -0.0011649317234942334 -0.00017223302580891806 0.001011948929600974 5.2653913897153021e-05 0.00067320632377383162
leaf_count=3396 107128 26572 23308 21171 13608 26235 13248 25271 3309 1683 45915 9491 1597 1887 305 148 1439 407 3072 7426 7237 439 3486 3246 1262 131 7306 30 1274 904
internal_value=0 -0.034176 -0.0660506 0.0585666 -0.12811 -0.04245 -0.0167583 0.00507005 0.0818948 0.0564583 -0.0168236 -0.0311963 -0.0534956 0.0149816 -0.0597092 0.0565022 0.157922 0.205074 -0.0203153 -0.0741478 0.141307 0.573545 0.0755566 0.0486629 -0.0690971 0.19982 -0.19955 -0.765334 0.0996664 0.329416
internal_count=361931 332372 128242 29559 36916 91326 65091 51843 26163 22854 204130 158215 108725 49490 17951 31539 13587 12148 17952 14880 10261 846 8460 8155 4669 1423 7454 161 9415 2178
shrinkage=0.000961169


Tree=2186
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1300 412 1396 1117 1316 48 1449 357 144 430 858 1429 838 669 1122 360 77 561 626 631 1380 421 768 145 1453 1025 145
split_gain=19.4207 39.0022 31.5451 22.2828 21.73 21.6638 21.1059 21.1966 32.6163 21.2203 20.821 22.8498 20.5552 20.5212 24.4093 21.6297 20.3739 23.2 22.7278 20.5787 20.9152 25.2469 21.8628 24.5287 23.9751 21.1581 21.932 20.869 20.5531 21.3012
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.0000000180025095e-35 3.375541757806845 -1.5448172815541605 1.0007360560485064 -0.26953404244223084 1.0000000180025095e-35 -0.35918414380352409 2.4666683490437564 -0.91364505218180381 2.547155718644087 1.0825608069246189 1.13172262110474 3.799241536987588 3.5848725730164062 -0.67313276284876145 -0.5099036412817759 1.5029597294391763 -0.8664948354579004 -1.4474403000178468 0.64463706482883609 2.1511374624367012 -0.069911265635101846 2.5168475303712969 -1.1507712560729344 1.1343281912642689 1.8785447384370386 -1.8154947784468167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 -2 11 -5 -8 14 -4 -16 19 18 -18 20 -9 -22 24 27 25 -23 -27 -24 29 -21
right_child=6 -3 13 10 -6 -7 12 16 -10 -11 -12 -13 -14 -15 15 -17 17 -19 -20 28 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.016847320336904708 0.00092829044030103361 1.2715405694521586e-05 -0.0012389463832950115 -0.0076579700771024261 -0.026043183190421901 0.0049625173304855327 -0.00055113953002592253 0.0014510992337027854 -0.0011637901877054116 -0.00028321086950113612 -0.01366153941890922 0.0013846133068068107 -0.0067983594945615986 0.00049849755902766615 -0.0038358173250728897 0.02446332585696483 0.030049408728442816 -0.0084234059551534929 -0.0026860692855722864 0.025964917788609466 -0.0039564729895200882 0.0004357716282742261 0.00069912112842775154 0.0092015862183751108 -0.00080770226354702772 0.021528824688618688 0.003962656225331697 0.0044125144719855524 -0.0056395107200441783 0.0021338178229671346
leaf_count=56 23754 89418 56184 291 21 1399 29944 14084 23235 31588 103 1619 529 5993 8986 36 35 520 64 27 1738 25600 14817 339 21858 65 361 1385 314 7568
internal_value=0 -0.0285082 -0.0767079 0.111665 0.300018 0.327496 0.00619085 0.0161189 -0.0115962 0.0175597 -0.0327641 0.0132123 -0.0482415 -0.0927771 -0.109266 -0.271082 0.0392732 -0.407857 0.658853 0.0418052 0.0305645 0.0136454 0.0198913 0.0920114 -0.00352769 0.0401611 0.523932 0.0788639 0.144111 0.164796
internal_count=361931 164106 74688 3489 1476 1455 197825 167352 78577 55342 2013 1910 30473 71199 65206 9022 88775 619 99 88156 80247 66163 64425 16541 47884 26026 426 16202 7909 7595
shrinkage=0.0135319


Tree=2187
num_leaves=31
num_cat=0
split_feature=785 181 728 1286 804 1463 678 59 910 427 498 854 685 1469 1048 1430 1022 1081 1458 1454 656 219 728 3 1317 73 562 120 471 1042
split_gain=58.331 36.7589 34.245 32.6565 34.858 41.777 35.0048 29.8704 28.9015 28.2764 27.2791 27.1709 27.0065 25.8769 27.5635 27.7881 31.3119 32.8602 29.2345 35.181 28.6392 30.3444 27.6124 32.4241 30.3294 25.855 25.7536 25.3091 25.0645 25.0501
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.78161905918100072 0.45538871002063286 -0.11337658786490251 1.6243751288565669 1.7621890616334766 -0.91869136887037428 -0.60706248525251094 1.8624117431693454 -0.87473648844905705 1.0165023615855489 -1.0470123060412753 1.3954443482597982 0.54622893720785959 0.67527595557081987 1.0000000180025095e-35 2.8238293063641735 0.50933602050530713 1.0000000180025095e-35 -0.059972068435913246 -0.49008176997875957 -0.39581388288176422 2.332381150121813 -0.67017899048355456 0.46002108078389231 3.5559217545737982 1.0000000180025095e-35 0.85287175279035521
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 9 6 8 13 -6 10 -5 -4 -11 -2 15 16 17 18 19 -15 25 -22 23 24 -19 -18 -8 -9 -10 -24
right_child=1 -3 11 4 5 -7 26 27 28 12 -12 -13 -14 14 -16 -17 20 22 -20 -21 21 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014498694399849097 2.6060574782389759e-05 -8.5230550631139367e-05 0.00029140222443999709 -0.00015083606355167098 -0.00034526076117692977 0.00022519723122743385 -0.00074258195432427658 -0.00015375986383069269 -5.0995653461757784e-05 4.523652738650667e-05 0.0003104040564949756 6.5336681177352818e-05 -0.00018445965679554399 -2.2379028436490644e-05 -0.00013385779161747099 1.5360439687821419e-05 0.00023699874720608694 0.00013092997035449427 0.00033851082629077461 -0.00017054692718616041 -0.00014949211615017312 4.6896251244723824e-05 -0.0001334183070524583 -0.00015413922804352603 0.0013670791567453649 2.4756183331376276e-05 0.00045178644547772548 0.0027650764142574946 0.00019152670496610312 -0.00031948053573664116
leaf_count=3396 29869 69820 2511 9103 869 6698 396 12649 3424 21977 593 23652 3206 47200 14207 38158 3246 3019 807 9636 7158 5994 20966 3456 100 8766 84 35 3793 7143
internal_value=0 -0.0349531 0.0654563 -0.0238048 0.0261996 0.110022 0.00990867 -0.0366531 0.0441926 -0.0138232 -0.122602 0.0902414 0.0231393 -0.0304535 -0.0421476 -0.0332643 -0.0525416 -0.0756024 -0.0433094 -0.0504245 0.0120027 -0.0563371 -0.141256 -0.00064122 0.184446 0.08768 -0.53911 -0.155799 0.0851223 -0.179683
internal_count=361931 332372 29559 262552 50143 15264 8566 212409 8086 34879 9696 26163 25183 199725 169856 155649 117491 92327 57643 56836 25164 13152 34684 6575 3119 12012 480 12684 7217 28109
shrinkage=0.000961169


Tree=2188
num_leaves=31
num_cat=0
split_feature=785 728 728 519 712 382 714 921 896 791 815 789 507 1016 81 783 588 1080 1049 832 651 1457 647 590 907 705 803 660 620 971
split_gain=59.1015 38.4943 32.2619 29.1584 49.0453 36.7652 32.3867 61.4226 45.1405 42.2947 45.4017 40.336 39.6828 37.8928 31.1449 31.0238 29.939 28.7063 28.5909 28.3087 27.9059 27.7548 27.4895 65.1419 27.1589 26.7673 27.995 26.376 26.0677 25.5382
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1780070679743837 1.0000000180025095e-35 0.67237773758774566 1.1248358748350926 0.65809631222906606 1.0000000180025095e-35 -0.79391383565936624 2.2099560249315608 2.250834115212506 2.2092738772757108 1.2334500886949249 1.2059193493055254 1.1107569744011787 4.7787224532167558 -0.87782724458594241 0.58895901036483078 0.35530412136214551 0.42325249380490987 1.9682860324222273 -0.72421686037558375 1.1734518836084071 0.27811336328289121
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 18 12 9 11 21 13 15 28 19 -15 16 17 -9 -6 27 24 25 23 -3 -14 -8 -27 -11 -2 -26
right_child=1 22 -4 4 5 -7 7 8 -10 10 -12 -13 20 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.00013807877498914689 9.8034770060257643e-06 -7.5936998097763238e-05 8.7254049713910358e-05 -0.00014450129074220169 0.00028629991144326543 6.5900656924611953e-06 -0.00014138603893603424 2.614524103382287e-05 -0.0002339827860223387 6.6917460177062495e-05 0.0001474831522002429 -0.00019424369188638798 8.7048338443630689e-05 -0.00014463128425668315 7.0483970505584448e-05 0.0003525986187622221 0.00044315486111407996 0.00027627024149765072 -4.3576453912457328e-05 -0.00041522905346505083 -0.00017500190149689581 0.00039472772088130624 -8.6144117858634995e-05 0.00043509146667323198 0.00020391256327134414 -7.3167654219409928e-05 0.00014818756213783821 -0.00015590439092176415 -0.00014174930858925302 0.0006058557484412328
leaf_count=3396 40274 4821 26163 3773 5185 5727 33943 13394 2270 3978 6389 1983 5770 4282 13395 2060 826 2065 1210 2555 1134 450 93730 1384 2320 58349 2348 11321 6541 895
internal_value=0 -0.0343311 0.0667655 -0.019852 0.0644929 0.125159 -0.0273723 -0.0440929 0.0596982 -0.0632228 -0.00214665 0.0906289 0.0185196 -0.0390547 0.0260027 0.122171 0.0900193 0.0668702 0.231062 -0.1302 0.138212 -0.0897338 -0.0776861 0.0723003 0.177397 -0.0927788 -0.0655603 -0.0949579 -0.0108953 0.335274
internal_count=361931 332372 29559 232437 15895 12122 216542 159608 22598 137010 41920 20328 56934 35531 17677 18345 16285 15459 6395 17854 10119 95090 99935 6205 8985 94640 60697 15299 46815 3215
shrinkage=0.000961169


Tree=2189
num_leaves=31
num_cat=0
split_feature=785 728 727 1080 519 714 791 803 936 764 583 723 708 485 382 854 914 767 588 1016 745 1467 1049 647 590 575 471 533 566 696
split_gain=52.8928 40.3978 33.1162 30.5208 27.7728 42.4301 46.966 65.3592 44.5936 41.7032 40.453 39.6008 38.2958 34.7136 34.1849 32.9676 32.0915 31.728 31.3488 30.8595 29.4772 34.5946 28.113 27.7257 66.4933 26.8983 26.8672 26.7861 26.6356 25.8515
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.2092738772757108 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 -0.71332139697136976 -1.0700055694897161 -0.55326332990463356 1.0000000180025095e-35 -0.19102678227058997 1.3228158288677994 1.0000000180025095e-35 -0.37489436627466383 2.4975337861131606 0.46370404152391853 0.71188872395471614 1.0000000180025095e-35 1.0191313245711819 3.2089320700182484 1.2334500886949249 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 2.9395468797111257 1.6588124724289799 1.6261537728093647 0.14383838889359787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 10 7 20 15 -10 13 -6 -12 29 22 -8 25 -18 19 -11 21 -7 -13 24 -3 -14 -5 -23 -16 -2
right_child=1 23 -4 26 11 6 8 -9 9 18 12 14 16 -15 28 -17 17 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.7537407737997986e-05 -6.1669762079915824e-05 -7.4196943527115575e-05 0.00011652461922703264 0.00011199877277249733 -0.00012602479501496589 -7.8268967106628765e-05 0.00022341403084094713 0.00012768380886920105 -0.00017540959821840831 -0.00011304902937011453 0.00014205833057286056 0.00026418855232288209 -0.00013818537653620787 0.00031948905458880776 -5.096458745453518e-05 7.7916131106040094e-06 0.0005520444505657992 -0.0004612001458969114 0.00015621980772938341 4.3787880666990111e-05 -0.00018550479920557522 0.00033617080695044115 -5.4131596091872525e-05 -8.3187676481492095e-05 0.00042188856700357309 -1.0632850791121005e-05 -0.00077989497012096994 -0.00044635309155676995 0.00033568042154886242 0.00011770955661156746
leaf_count=12551 4734 4821 17008 7801 3672 86764 5542 5743 8449 12216 4695 5023 12087 2240 4821 6477 648 170 4293 10621 12218 1181 1185 93730 1384 20036 135 170 754 10762
internal_value=0 -0.0336603 0.0620301 -0.0188221 -0.0241358 -0.0316837 -0.0513758 -0.0779288 0.00853798 -0.0337938 0.0216103 0.0593262 -0.0222643 0.106135 0.114659 0.124736 -0.0525601 0.380729 0.00641673 -0.030054 -0.0927116 -0.0784675 0.218406 -0.0780585 0.0725273 -0.0646495 0.106149 0.248552 -0.00093535 0.0672801
internal_count=361931 332372 29559 232437 224501 209046 153674 106076 47598 35579 55372 15455 37636 17736 11783 12019 32941 818 27130 22837 100333 88115 6208 99935 6205 32123 7936 1351 5575 15496
shrinkage=0.000923845


Tree=2190
num_leaves=31
num_cat=0
split_feature=476 1097 785 1470 713 112 21 1469 828 253 852 660 747 705 1454 1468 1461 1451 1077 1088 1452 609 562 1034 1455 284 1463 1449 1452 783
split_gain=40.9037 42.6176 45.8688 36.7879 30.4597 29.6971 35.432 47.6955 30.9671 30.7384 29.7803 34.0103 41.3362 36.6764 29.3522 35.1964 29.2307 35.0062 28.823 28.2368 28.2074 36.9234 27.034 30.3513 26.2092 31.7524 28.2166 25.8527 25.762 25.7196
threshold=-1.0099296266851885 -1.2571877020351898 -0.86283290253235112 -1.1535394197080833 1.0000000180025095e-35 2.2718117149406565 -0.32341995197817647 -1.1256941366283033 -0.42137621410959752 1.4775148743260689 -0.22706799479215015 -0.72421686037558375 2.2668746584208797 0.58171897728819577 -0.80169152520006459 1.0056208477415762 0.44165705467474764 -0.014448310177426709 4.2406324835638474 1.3828769186765884 -0.5917826277685192 0.98843275535716713 -0.6655801573256348 -1.1456212390581639 0.35881941651261778 2.2154822803873588 0.63242675378998692 1.1079199123424177 0.32331123534916567 0.2400496438953339
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 3 4 -2 -3 6 7 28 -9 14 27 12 13 -12 15 16 -10 -18 22 20 21 -16 29 -24 25 26 -1 -8 -4 -13
right_child=1 2 5 -5 -6 -7 10 8 9 -11 11 18 -14 -15 19 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012386265147626446 9.8971419332264765e-05 -0.00016248873752320735 7.9150977389407553e-05 -0.00011110822503860649 0.00010959911225806891 -0.00015927851195541402 -8.8464128865442269e-05 -6.3563562270408091e-05 8.3691942209571929e-05 -0.00018003942303213905 1.0545664240057046e-05 -2.5366443603061057e-05 -0.00025834336485687287 0.00017668397007663397 9.9460241932774622e-05 0.00076424253943790607 0.00084805062814603566 -0.00017084837959684335 -0.00086638420387417177 -0.00017042536081688265 1.8609714506535573e-05 0.00051289723903294037 -0.00019848526498134652 -3.4436123174427886e-05 -4.2619221254710526e-07 0.00017388745440044442 1.0603528631896265e-05 8.4993541945210623e-05 0.00029068560847221088 0.00012884326896307408
leaf_count=59895 4613 2018 5554 36253 21441 8258 40124 19149 4173 3039 12379 11409 1473 9176 4335 418 478 245 226 2813 18751 1047 6081 36783 23572 2111 10978 4015 3715 7409
internal_value=0 -0.00948012 0.00114932 -0.0854543 0.0909136 -0.00988821 -0.00526547 0.0378072 0.0102688 0.0480602 -0.0258108 -0.00293105 0.064453 0.0877705 0.0662593 0.218264 0.161075 0.56802 -0.0304219 0.0372688 0.0607927 0.195843 -0.027884 -0.059061 -0.068947 -0.0947743 -0.105481 -0.0738255 0.171752 0.0388071
internal_count=361931 265375 224509 40866 23459 201050 192792 63717 54448 35299 129075 84936 23028 21555 32260 5314 4896 723 61908 26946 24133 5382 61682 42864 96556 72984 70873 44139 9269 18818
shrinkage=0.000961169


Tree=2191
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 728 340 12 728 808 651 232 46 44 1134 1237 1029 1012 1470 1243 507 354 175 553 1463 1047 7 1467 1007 357
split_gain=49.6423 35.0373 71.0751 44.2349 44.7826 34.1079 34.6438 30.8337 30.4233 28.2257 27.7632 26.3989 25.9804 28.6893 25.4647 29.3898 25.1801 25.1104 24.6954 24.3185 23.6582 27.6702 25.9346 26.3789 23.6204 26.8338 23.3595 23.2975 23.174 23.1336
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 -0.49008176997875957 1.8162821653890682 -0.59727736220901595 -0.49008176997875957 1.2180576537285257 1.1107569744011787 0.92584771804271815 1.0000000180025095e-35 1.9036337516570463 1.0445639817206116 1.4298092310842805 1.0000000180025095e-35 1.4711245761114824 -0.37297888439438048 1.473013388195284 1.0941628986121894 1.4538665454787782 1.0000000180025095e-35 -0.44446617538538585 0.94170239728407068 2.3738149868247693 -1.6171967256349402 3.8567296589757825 -0.58509654268748301 0.22320799764597363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 19 7 29 9 -5 -1 12 17 20 16 26 15 -10 18 -6 -7 -3 21 22 -9 -24 25 -18 -14 -8 -12 -2
right_child=1 3 -4 4 10 6 27 11 14 -11 28 -13 13 -15 -16 -17 24 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013720154234957428 -9.3525724935142579e-05 -2.4371487196951067e-05 -1.8647500296506852e-05 -4.3430207521810543e-05 -7.6153053636785525e-05 -2.7719249945390858e-05 -0.0004791453616108953 0.00018875800833790334 7.8199708452692237e-05 -0.00035338044111699404 0.00014318325852360518 -5.332198954151752e-05 0.00078646087935513472 0.00012869904316795903 0.00025402325884805413 -0.00020847637860167082 -2.198552533190822e-05 0.00055978790172110139 -0.00019530586799069936 -0.0001322903260266995 -6.9288701259748287e-05 0.0003689223269207415 0.00016277469418002829 -1.0274469073220364e-05 0.00041238273041764828 0.0021049006462106378 -0.00026935528802011854 0.0013859240159556508 -0.00048155392510096129 0.00012300514334318143
leaf_count=3396 8726 115614 82513 9440 4692 9373 4777 9978 21171 6317 262 4378 161 1265 3309 1683 6895 257 13985 12354 2563 1821 5431 8698 932 39 16621 32 1122 4126
internal_value=0 -0.0310166 -0.0599093 -0.0112011 0.0402755 -0.130384 -0.162376 0.0652112 0.0617389 -0.146321 -0.11678 0.0935143 -0.127512 -0.225337 0.0850933 0.0602387 -0.0850117 -0.0466908 -0.12777 -0.0348729 0.116073 0.134504 0.116642 0.0605446 0.0501688 -0.00938643 -0.267534 -0.464578 -0.369601 -0.0130635
internal_count=361931 332372 155762 176610 48642 73249 60397 42309 29559 55588 6333 32869 49271 18047 26163 22854 31224 4949 23358 127968 28491 25928 24107 14129 7866 6934 16782 4809 1384 12852
shrinkage=0.000961169


Tree=2192
num_leaves=31
num_cat=0
split_feature=545 1442 785 1445 1461 921 727 761 710 841 629 470 796 769 583 1160 1315 646 561 912 419 866 486 1470 1466 500 325 1396 713 1452
split_gain=47.4528 45.9278 36.9828 33.1657 31.2459 30.1859 54.6349 61.727 36.8873 44.4437 38.2476 35.9672 43.2605 32.7477 32.6205 32.166 31.839 31.7617 31.1208 33.6639 30.673 29.061 28.5798 30.6015 41.7076 27.715 27.422 27.2517 26.5267 26.5185
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 1.6380901172106308 1.4098417307792441 1.0525743831388839 -0.682906484622256 1.5021234709567175 2.0142775757586349 -0.99024594510213471 0.73433421603014482 0.66595742291584703 -0.75739456769098112 2.2342001346882543 -0.55326332990463356 0.68536004617275303 -1.3414588660583417 1.0000000180025095e-35 0.36051334308712851 2.560298620812036 -1.7224791228939573 0.5880156106821478 1.3765966419980129 1.5114046301508217 -0.051615836820850705 0.24102236158234849 1.2204488099017878 0.66386066127205579 1.0000000180025095e-35 -0.29801440414491698
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 28 4 27 8 -7 13 11 20 16 18 14 26 -13 -14 -11 -17 -4 -20 -10 -19 23 -18 29 -24 -8 -2 -3 -25
right_child=1 2 5 -5 -6 6 7 -9 9 10 -12 12 15 -15 -16 17 22 21 19 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-7.4456122691285008e-05 -3.4625157974390671e-05 -0.00015627265875915633 -2.9918995741394988e-05 -0.00018643317036401983 0.00019021305114211911 -0.00017420071046423836 5.4191884659821883e-05 0.0003381331397820508 0.0016368705961564644 0.0011597685930537596 -0.00016549208760225487 -4.2630321418991368e-05 4.8654341029481874e-05 0.00056240723642832409 0.00023215702426485679 3.3571778079883822e-05 0.00010169233899606935 -0.00024950118824612394 -0.00011893602314341931 0.00064221113952472235 -0.00017453288856203927 2.2760692103915613e-05 0.00063879275443545509 0.00039138363813859647 -0.0004702957321901532 -0.00091210148471926767 -0.00024028700591047553 -0.0002418118076223677 9.6734617400625456e-05 0.0012705876824051915
leaf_count=94059 20717 2038 98286 14673 2379 3765 17072 3490 37 123 1313 2414 14774 506 5668 4911 6030 5270 30359 263 3010 1960 691 320 159 54 1664 4189 21521 216
internal_value=0 -0.0126762 -0.00128902 -0.0880861 -0.0434447 -0.0111892 0.0558941 0.0958111 -0.0220653 0.0925237 0.162087 -0.0311075 0.0254019 0.047001 0.157248 -0.0136732 0.218491 -0.090912 -0.0503965 -0.11605 -0.152847 -0.176691 0.199927 0.154289 0.570707 0.567481 0.0323342 -0.069675 0.0791013 0.819628
internal_count=361931 267872 225914 41958 27285 202355 26497 22732 175858 11953 8906 163905 34997 19242 8082 26915 7593 12141 128908 30622 3047 7230 7470 6725 695 745 18736 24906 23559 536
shrinkage=0.000961169


Tree=2193
num_leaves=31
num_cat=0
split_feature=785 519 727 728 803 666 609 678 533 678 689 1049 583 507 1376 1458 1425 1467 1228 261 120 657 712 706 355 221 620 892 692 62
split_gain=42.1082 37.1147 45.253 44.9794 49.3561 57.1733 56.0347 47.431 40.5905 38.8097 37.099 37.0521 38.1385 34.1917 32.832 32.2359 33.6032 31.9341 31.3273 30.7682 30.4312 27.6325 27.1024 26.4696 26.7551 26.3408 25.2492 25.2004 25.1855 25.0481
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 1.4069177371033732 -0.55326332990463356 0.65809631222906606 1.0000000180025095e-35 1.8992776531617575 1.1710607803345987 0.027744735654897854 0.9948761292206888 1.0000000180025095e-35 1.0000000180025095e-35 2.2603408215975165 -0.63779424894106762 0.85558832110916161 1.4218347872305723 -0.061169154604351648 1.1734518836084071 3.2157419873176414 2.1091726005644724 -0.67845511463764618
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 3 23 13 7 9 -7 8 15 -6 28 12 -4 26 17 16 20 -9 -12 -14 -5 -15 -1 -3 -25 -19 -2 -28 -10 -16
right_child=1 2 11 4 5 6 -8 14 10 -11 18 -13 19 21 29 -17 -18 25 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00014001227510953673 6.6968734928036862e-06 -0.00014098270235462658 -2.1497799551052995e-05 -0.00012094891931243134 -0.00024112855840312356 0.00033097721071953675 -0.00058409812053189752 -2.9547069181759649e-05 3.4680435117912072e-05 7.4796005247457179e-05 -5.6400519699355086e-05 -0.00012836454728801868 0.00010459905597095425 0.00013918445286277185 -0.00023092664153756 0.00010765781609847404 -1.2312390563084297e-06 -2.3393899759164682e-06 -0.00018083164551321599 0.00035281359909192407 -0.00024037480237822009 -0.0003244073836094648 6.8575287891163559e-05 2.6013377698155541e-05 0.00065471179105626074 0.00014979085519440966 -0.00016797461047773115 0.00043551438223238124 0.00059875965933283196 -5.2961213861426022e-05
leaf_count=3225 41921 6191 2814 33622 2881 3683 279 35199 11696 4547 67002 1805 3405 9956 6302 2639 7269 9901 11695 4047 26894 575 26334 2965 291 8919 6390 341 351 18792
internal_value=0 -0.0339395 0.0490538 -0.0412248 -0.0557608 0.0825154 0.282388 -0.0637628 -0.0897411 -0.0347114 -0.0599581 0.128618 0.176432 0.0136096 -0.0204627 -0.141455 -0.154544 0.00768824 -0.0792905 0.253662 -0.178478 0.122248 0.0514976 -0.0657646 0.0899324 0.0791584 -0.0130067 -0.145179 0.0547933 -0.0942242
internal_count=361931 332372 21518 310854 251671 11390 3962 240281 161168 7428 90744 12071 10266 59183 79113 70424 67785 54019 78697 7452 60516 10531 29559 9447 3256 18820 48652 6731 12047 25094
shrinkage=0.000942322


Tree=2194
num_leaves=31
num_cat=0
split_feature=785 516 789 921 728 513 583 651 485 581 911 713 902 290 689 452 506 564 761 498 1392 907 728 126 679 515 1373 578 1134 1237
split_gain=40.4241 33.4221 31.6195 31.2928 50.4924 47.0663 54.0559 44.0203 44.4912 39.2178 38.0061 37.9438 33.2527 37.1545 31.7089 30.6787 64.6405 35.0107 30.4818 29.2011 28.5571 28.3774 27.642 25.8685 25.6732 25.3901 27.7231 25.2414 26.0508 25.3409
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.0525743831388839 -1.3163276726681863 1.0454229551509682 -0.55326332990463356 1.1107569744011787 0.32122098048435449 1.0000000180025095e-35 0.77693903076620996 1.0000000180025095e-35 -0.204299180748722 1.514851825702467 -0.4288425582216272 0.60725649753328859 -0.33605752069368178 1.4188032667957222 1.5021234709567175 1.3629506435077672 1.1122983049208626 0.31929891759160522 -0.49008176997875957 1.402259659649604 -0.56041393223308222 1.4353143596930875 0.25202004360908004 -0.87905496296652397 1.0445639817206116 1.4298092310842805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 15 3 4 7 12 -7 8 20 10 -8 -5 -6 -14 -10 17 -17 25 24 -15 -3 -16 -1 -20 -13 -2 -27 -24 29 -29
right_child=1 2 -4 11 5 6 9 -9 14 -11 -12 18 13 19 21 16 -18 -19 23 -21 -22 -23 27 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00013625550109537231 -8.1967545063009941e-05 -3.3122037549071273e-05 -8.4859487422945479e-05 -0.00012937217900648105 -0.00010519662680861117 -0.00010306498016423011 0.00028357728158464717 -0.00018447131818654893 2.0157098841872828e-05 1.5609919810649839e-05 -3.7575833240690853e-05 0.00018125965968447008 -3.9000600994705587e-05 4.8553035125216464e-05 0.00016579179105808572 0.00025039803101516769 -4.6540848531312127e-05 -0.0002000994850085838 0.00037071827215702378 0.00042327370034961147 0.00030206031476210716 0.00042723765904326502 0.00024221437015371148 -0.00017160208332237518 9.2360612135160686e-06 -6.9339071963367605e-05 7.9819965357597411e-05 4.2906060714299764e-05 0.00023246043006546976 -0.00023661460467140104
leaf_count=3396 80446 9324 23724 3563 44386 7410 6049 2539 2939 10065 1905 5433 47959 2760 4164 4108 17725 10410 2588 1094 1213 3042 3407 405 11531 16023 11567 18286 2925 1545
internal_value=0 -0.0307134 -0.0122402 -0.00119367 -0.0141768 -0.0337359 0.0454537 0.0782769 0.111691 0.107987 0.214411 0.0721436 -0.0595248 -0.0212106 0.211747 -0.0603073 0.0206906 -0.0764278 0.109272 0.173846 0.0092118 0.287452 0.0531171 0.305455 0.072195 -0.0628673 0.000897035 0.0754557 0.0503577 0.0230822
internal_count=361931 332372 192093 168369 144849 121628 25429 23221 20682 18019 7954 23520 96199 51813 10145 140279 21833 118446 19957 3854 10537 7206 29559 2993 16964 108036 27590 26163 22756 19831
shrinkage=0.000961169


Tree=2195
num_leaves=31
num_cat=0
split_feature=785 516 789 564 921 728 651 485 513 583 858 713 581 911 689 1050 652 907 965 1392 776 830 564 506 497 346 869 691 1393 377
split_gain=22.4647 21.9494 28.9302 27.8667 25.9576 49.4865 42.7446 43.0811 38.3367 52.3915 36.4233 36.0326 35.7523 40.0884 32.1823 29.3054 28.5697 28.2893 28.2635 28.1926 27.4033 29.0535 26.0763 65.9099 25.1 25.0539 24.4418 23.8966 24.6737 26.1287
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4188032667957222 1.0525743831388839 -1.3163276726681863 1.1107569744011787 0.32122098048435449 1.0454229551509682 -0.55326332990463356 1.0825608069246189 1.0000000180025095e-35 1.0000000180025095e-35 0.77693903076620996 -0.4288425582216272 -1.5478945820184238 -0.98896428961744431 0.31929891759160522 -0.67489880803012814 1.1122983049208626 2.5659293755304176 1.8759508015093831 2.2668915950075288 1.0000000180025095e-35 -0.79112106784012626 -0.84649253130507163 3.4674822483956094 0.11682074345248079 1.2615610898072103 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 27 5 6 7 19 15 -10 12 -6 13 -11 -9 25 -17 -16 -18 -3 21 -13 -20 -24 -4 26 -7 28 29 -2
right_child=1 2 24 -5 11 8 -8 14 9 10 -12 20 -14 -15 17 16 18 -19 22 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075956169127861244 0.00058727106771125446 -0.0003580437922776924 0.0031776727351083695 -0.0023682468201668945 -0.0020300735687826354 0.0005275362506120771 -0.002875445186014697 0.0004635458068253775 -0.0016296540961344642 0.0055142007624320718 -0.0025256738906774957 0.001580221633955995 0.00085455994561745984 -0.00048597942242269317 0.002959487463551915 0.0010519327796730056 0.00020909983067104903 0.0073700018282045329 -0.0015450733178593331 0.0052684877538737521 -0.011442635242348922 0.0068126732040076146 -0.0035851001845347862 0.008475888132361456 -0.0015138511362832151 -0.0054030397793533233 0.030899345674539572 -0.0012362733803369099 -0.002058743280556127 -0.0011154028399428882
leaf_count=29559 51794 9324 1772 12647 3563 928 2539 2939 7410 5401 2049 18324 8938 1631 4164 11679 23271 3042 53364 1213 260 1373 1377 1094 21952 4443 43 47404 8409 20025
internal_value=0 -0.0159005 -0.000868344 -0.0400772 0.00975797 -0.00213762 0.0897934 0.122856 -0.0216278 0.0501353 0.112009 0.0768704 0.146137 0.254691 0.221707 -0.0450707 -0.0363381 0.29829 -0.053477 0.0215013 0.113236 0.121281 -0.083739 0.144954 -0.0739743 -0.240444 0.12356 -0.0287624 -0.00481661 0.00964202
internal_count=361931 332372 192093 140279 168369 144849 23221 20682 121628 25429 18019 23520 15970 7032 10145 96199 90785 7206 79106 10537 19957 19697 55835 2471 23724 5414 971 127632 80228 71819
shrinkage=0.0161719


Tree=2196
num_leaves=31
num_cat=0
split_feature=476 1097 1470 208 976 1356 885 1465 296 830 21 1449 903 1315 979 21 317 61 1459 836 1455 54 820 497 1115 1465 836 553 1381 355
split_gain=20.7772 24.5537 35.459 25.9515 26.1978 27.7656 43.9243 33.0564 33.7222 33.1241 28.366 26.0022 25.4837 25.0803 26.862 24.4127 26.4637 24.2983 25.2043 24.2102 24.0339 23.2452 23.0477 23.3115 22.1346 22.1269 22.1037 21.92 25.2082 22.9427
threshold=-1.316508667510939 -0.95342879297703587 -1.1535394197080833 2.0281345528622965 0.43770809119803328 1.0000000180025095e-35 2.2685560401286238 -0.18334243683280865 -1.1884461736204546 0.92663673283469106 0.81122649975724037 0.3944778488886852 2.2694687665563262 -0.059654911547609192 -0.92305320097131338 -0.89074317784588486 1.0000000180025095e-35 1.0000000180025095e-35 0.43577943106047246 1.0279552327911667 0.6706898098482198 3.6775023658676358 1.3142566725829428 -0.008385058294811211 3.1697444682647369 -0.21498789203665758 1.7961807178974989 -0.91114433608537004 -1.2316867920902048 -1.4264884725078422
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 4 5 12 7 8 -7 10 22 19 21 27 -15 17 -17 18 -1 -8 -19 -3 25 -24 -9 26 -10 28 -4 -29
right_child=1 3 13 -5 -6 6 11 24 9 -11 -12 -13 -14 14 -16 16 -18 20 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00030267148577061272 0.0017877432621007377 -0.00018694756293008042 0.015134113652254779 -0.0020206204988217611 0.00096148003770970354 -0.010750407800343014 -0.0048028869463787394 0.0020691614854503721 -0.0013940142646741806 0.0026169714179435431 0.0015339626967021678 -0.01377551046859068 -0.0036928522534522483 -0.004746078426531854 -0.0014154080894139168 -0.00045549415626137924 -0.002409456436789496 -0.0030676400101286531 0.0047154544254401935 0.011726201363539863 0.0029682484189767168 -0.0053089932025769454 -0.0019377150520302278 0.0094719818645747599 -0.018405200505985774 -0.011511887903308749 -0.0085443463078410751 -0.0076980994551903437 0.0015210787700613028 -0.00063694682162006918
leaf_count=8553 7122 110957 223 8716 52645 487 910 20606 10840 5524 5620 386 3403 7546 19061 29239 25652 6552 3562 115 1461 1406 560 492 81 350 638 952 4435 23837
internal_value=0 -0.00164116 -0.0463984 0.0082212 0.0127412 -0.00101397 0.0428554 0.0546064 -8.26779e-05 0.0103023 -0.0353774 -0.328174 -0.0199687 -0.0698454 -0.129943 -0.0492011 -0.0760282 0.0335082 0.107484 -0.150994 -0.0883865 -0.0143699 -0.0942821 0.222657 0.116504 -0.122017 -0.105293 -0.0218248 0.131746 -0.0513725
internal_count=361931 286912 63176 223736 215020 162375 46609 45198 24511 24024 18500 1411 115766 56054 26607 75019 54891 20128 12115 1025 8013 112363 12880 1052 20687 11828 11478 29447 4658 24789
shrinkage=0.0171617


Tree=2197
num_leaves=31
num_cat=0
split_feature=890 407 43 785 497 354 803 791 719 861 726 942 921 896 907 923 1182 666 609 513 660 607 1361 1455 1229 971 738 917 620 909
split_gain=46.4601 58.0037 46.3548 38.9019 37.6759 32.3129 29.3299 32.1393 37.0707 41.637 36.9531 41.6614 35.7675 32.3807 33.8395 31.3734 30.8329 30.7552 53.7908 30.4695 31.6844 29.9221 28.6821 35.7507 34.9959 31.5039 29.2952 28.3382 28.5974 29.9107
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 -0.86283290253235112 2.2206245932530155 1.2841085960417071 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.231519495564001 1.0525743831388839 0.13351389361957308 -0.85987150589358763 -0.86449023226567734 1.1796528331491218 0.45873907618427312 1.6285028476148826 1.0454229551509682 0.26872683687560334 1.0214921909564021 1.0000000180025095e-35 0.35881941651261778 1.0000000180025095e-35 -0.38026202405692527 1.0000000180025095e-35 4.3127385003387806 -0.43590413231259101 2.6191292064927163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 -2 3 -3 6 -6 7 10 9 15 19 13 -13 14 -12 -9 -10 -8 -19 20 -5 -16 23 24 -1 -24 -27 28 29 -15
right_child=1 2 -4 4 5 -7 17 8 16 -11 11 12 -14 27 21 -17 -18 18 -20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00034247012141525734 -0.00010640999745615068 8.217715695031182e-05 -0.00018220301128792879 1.3855267077928314e-05 8.1454514454382953e-05 0.00049422185835973082 2.9123568666631598e-06 -0.00039281553167998836 -1.8327388707724522e-05 0.00013707013836338405 6.8974588714584766e-05 -3.1011116162065215e-05 0.00032656498652830702 -2.5627228095347952e-05 -4.1277796803974734e-05 5.3542406425120595e-06 -0.00030153885536521552 0.00028585891918608299 -0.00064530033069020549 -0.00022565172257509736 0.00021460927460492104 -0.00021673609296506163 -9.3319500971721252e-05 4.2404234362987824e-06 -0.00012571341905425517 6.165840838173919e-05 -0.00012491639557937265 0.00091605860139437546 -0.00016059867379611785 -0.00073609471149323538
leaf_count=13149 36838 24191 8848 10927 7437 853 6997 1112 17748 16460 11842 2517 2026 13919 48517 9370 2398 3821 278 1514 4963 5743 34357 8497 15705 18243 6526 116 26693 326
internal_value=0 -0.0142486 -0.00264429 0.00271612 -0.00774277 0.125157 -0.0147215 -0.0220601 0.02694 0.0761782 -0.0402587 -0.0558491 0.135479 -0.0655669 -0.0350319 -0.0336514 -0.0501948 0.0888314 0.229072 0.0499309 0.0780156 -0.0593358 -0.0773399 -0.143538 -0.196633 -0.0483919 0.016259 -0.115296 -0.118624 -0.0403629
internal_count=361931 265454 228616 219768 195577 8290 187287 176191 47088 26942 129103 111699 4543 107156 66102 10482 20146 11096 4099 17404 15890 54260 96477 37351 28854 59126 24769 41054 40938 14245
shrinkage=0.000980392


Tree=2198
num_leaves=31
num_cat=0
split_feature=815 878 495 1237 1047 784 1356 160 908 838 561 13 1321 1466 145 602 763 418 1453 795 283 633 589 1041 1037 558 646 416 1191 1450
split_gain=20.7938 49.5985 37.4044 35.5662 30.5076 26.477 24.2122 23.644 23.5404 23.4157 22.6327 22.1226 27.9863 22.0574 22.2517 21.9849 24.5223 21.9667 22.4463 22.3827 23.158 24.078 26.8201 22.263 24.0747 24.755 24.4494 23.4992 23.2952 22.4682
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.54486627179004532 1.0000000180025095e-35 -0.66017605385606348 0.9594655836162902 -0.50019127212278292 -0.7058329940137843 -0.96113281537482942 -0.78378992664579661 1.8142953104061561 -2.1642372666350522 0.36958141894587854 0.59254817745699628 -0.33108151375912859 2.6455866734826223 0.63073773417195855 1.2360848206256796 0.97038406057440196 -0.29258408639884992 -1.2344411781397893 2.3599571370725863 1.4824100882457953 -0.7384796972154738 -0.65014560417455314 -1.275391890328532 0.52332193018248507 -1.0055171346141867 5.4238692098203947 -0.34557539116087493
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 11 7 -7 -4 -8 15 -6 12 -1 -5 -15 -2 -17 19 -19 -11 -21 23 -23 24 25 27 -27 -22 29 -25
right_child=9 -3 3 13 10 6 8 -9 -10 17 -12 -13 -14 14 -16 16 -18 18 -20 20 21 22 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.002585907671704045 0.0010169653460776918 5.856296744073716e-05 -0.0037347892752896987 -0.005098413484946847 -0.001359960780479732 -0.0021241882844470089 -0.005669808415447064 -0.00049358132207979349 0.0039344981124564823 0.0005650030732318582 -0.0085702244388492742 -0.0062226860794884426 0.11129943407140171 0.0085233334991194516 -0.0039355263129441974 -0.0070487531592462261 0.0098776624987310588 -0.0023340137370495371 0.0024299483462884336 0.0026448800396807752 0.029512065015208457 0.0010259673967457784 0.010856251173320786 -0.0020762278380209503 0.0029280044996173506 -9.4561487030678229e-05 -0.0062394781047713805 0.0043274598310108527 0.015493895736924014 -0.00043774911658028939
leaf_count=35 43544 89795 6203 7859 13084 2656 638 32109 4929 60902 1630 10200 21 554 839 856 137 13557 1764 3687 99 1888 414 23760 4547 5569 1470 403 132 28650
internal_value=0 -0.0302193 -0.0833873 -0.0497146 -0.186588 -0.0239523 0.0971586 -0.0549695 0.175115 0.00559932 -0.110849 -0.338701 2.22323 -0.219823 0.0945947 0.0493249 -0.260177 -0.00821143 -0.0944517 0.000432401 -0.0263428 -0.0355499 0.172001 -0.0440217 0.0446573 -0.0419412 -0.0754306 0.505608 -0.0631035 -0.065415
internal_count=361931 170552 80757 55787 24970 46535 8223 38312 5567 191379 14714 10256 56 9252 1393 44537 993 146842 15321 131521 70619 66932 2302 64630 12088 7541 7039 502 52542 52410
shrinkage=0.0178551


Tree=2199
num_leaves=31
num_cat=0
split_feature=785 728 728 1431 852 727 923 497 1002 1382 1077 815 783 576 647 590 1321 1452 21 1051 695 1423 349 854 927 712 854 585 810 978
split_gain=47.9127 34.3576 30.7468 28.0915 26.2686 36.5588 48.5758 30.8558 29.0838 28.0269 27.4547 27.4453 27.3768 26.6155 26.037 62.9836 25.9508 25.638 24.6546 33.6273 32.1889 26.8677 26.7108 24.5872 24.7287 28.1706 26.4039 24.2891 24.1232 23.9287
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 1.461728259125324 -0.32459312438081372 -1.0481563669762106 4.2406324835638474 1.6638054002796892 -1.0732212767954836 0.66546334935299256 -0.87782724458594241 0.58895901036483078 -1.1798994846903865 3.3900475580725948 -0.13431221002227373 3.0856045387256095 -0.70721591321319732 1.0000000180025095e-35 -0.76095704609305181 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 0.6247898780741229 1.0000000180025095e-35 1.1023763779372591 2.182877356763115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 11 17 18 9 -6 29 12 -2 -14 15 -3 -15 -7 19 20 -8 -22 -23 -4 25 26 27 -25 -20 -10
right_child=1 14 23 -5 8 6 7 -9 10 -11 -12 -13 13 16 -16 -17 -18 -19 28 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013954669317280585 -0.00018266055445754546 -7.2035089740170573e-05 0.00027612544146776588 -7.9141612828464766e-05 -9.744176210131114e-05 -0.00034788239700784922 -0.00027090127545846809 0.00010170022204038668 -1.2149596802358158e-05 6.6176296618003012e-05 -0.00088127211237268722 -0.00020467454133795917 4.2033675790622269e-05 0.00079764050685213921 -8.0411847908819803e-05 0.00043102870071935192 0.0001869276426199002 0.0008630722286365924 -0.00014490270748571902 0.00073945780206558171 4.170261599336822e-05 0.00017911598652452736 -0.00024904805494202904 0.00012575466413198316 0.00024308402329341312 9.414837377773204e-05 -0.0003174440937348794 -0.00012847010412262753 8.5646567387376584e-05 -0.00062647461596502998
leaf_count=3396 2299 4821 2511 35150 6164 3650 2887 4622 65318 45505 175 1826 15754 315 93730 1384 3035 68 20607 264 16306 1098 4503 2831 2912 13496 1405 3008 2590 301
internal_value=0 -0.0309522 0.0602724 -0.0172598 -0.00784175 -0.040662 -0.0729946 -0.0552098 0.0121486 0.0516596 -0.017434 0.0339447 0.0582047 0.0846368 -0.0720078 0.0741702 0.257193 -0.331314 -0.0745812 -0.0203029 -0.0302146 -6.78111e-05 -0.163234 0.0838165 0.062626 0.0374631 -0.064633 -0.00606317 -0.126022 -0.0152888
internal_count=361931 332372 29559 232437 197287 79824 56595 52877 117463 51669 65794 23229 21403 19104 99935 6205 3350 3718 48255 25058 24794 21907 5601 26163 23652 20740 7244 5839 23197 65619
shrinkage=0.000961169


Tree=2200
num_leaves=31
num_cat=0
split_feature=785 728 727 125 395 1470 703 647 590 1286 692 1047 1468 1038 141 405 77 1452 1181 143 947 1454 1278 341 846 146 20 1442 291 1391
split_gain=46.4946 35.3453 29.2649 26.7668 47.9679 30.2353 29.5429 26.3806 63.131 26.3027 29.8305 25.7828 26.7737 25.3022 25.2562 25.0204 24.4229 24.3728 24.1153 23.842 25.7528 23.7181 23.694 25.0705 23.3118 23.8584 27.3215 23.398 23.1316 34.3602
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2126727935954851 -1.5610358635380586 -0.87782724458594241 0.58895901036483078 0.78161905918100072 -0.91671528415897374 -0.73610836499388632 2.7220206540297416 1.3393515485337195 0.095465115248672336 3.5736363738346935 1.5029597294391763 -0.76841635434299438 1.2997001116531657 -0.71116585116175812 2.6219242827724192 -0.82542789839051101 -0.32715411899638508 1.6369401821412268 -0.53268848306471728 2.888475460910541 -0.37168563270387045 0.2363784148266897 1.7859046123458879 1.2744099953670427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 -5 8 -3 17 -11 28 21 -12 -6 16 22 -8 19 -19 -21 -13 -4 -24 -9 -26 -27 -28 -7 -30
right_child=1 7 15 6 14 11 9 24 -10 10 13 12 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=-1.5819019819794557e-05 4.9846470011251873e-05 -6.8941702516772134e-05 1.0056816804835435e-05 -0.0001323560169758254 -4.8558355774349317e-05 -0.00030211408407145095 5.1459321534781835e-05 -2.5003609520225732e-05 0.00041473477928030987 -0.00012259969227405854 6.2526216069786362e-05 -0.00029135345226938525 -0.00052969458275310493 0.00024898117377991673 3.9691085323373797e-05 -0.000828436134955921 0.00041191328113654067 -0.00010817024315885201 7.3980386694125444e-05 -1.1120455687703931e-05 -0.00038129500410367365 -6.9839066887399136e-05 0.00020136448079689694 -0.00017829632121967425 -0.00010833066341446613 -0.00025759748722369762 0.0014560898449005521 -8.7796617542800646e-06 4.5380271905352511e-05 0.0023002681463157103
leaf_count=12551 5065 4821 6956 7397 29121 9136 21725 29774 1384 3007 17740 3831 847 3103 24839 126 1163 15800 8357 51653 712 29639 8005 758 63616 158 113 69 416 49
internal_value=0 -0.0307975 0.0589725 -0.0169174 -0.0472422 -0.113926 0.00231818 -0.0724111 0.0746282 0.00954555 0.071598 -0.140734 -0.110879 0.0984312 -0.00685298 0.119345 0.126278 -0.00630069 -0.024749 -0.0387575 -0.0177454 -0.0988843 0.104617 0.181126 -0.0841331 -0.112949 0.47458 1.00311 -0.289808 0.353327
internal_count=361931 332372 29559 232437 102943 48983 129494 99935 6205 122097 23850 43918 34317 20843 53960 17008 16882 98247 76522 68165 52365 33470 15719 8763 93730 63956 340 182 9601 465
shrinkage=0.000923845


Tree=2201
num_leaves=31
num_cat=0
split_feature=785 727 405 77 190 1278 341 653 854 927 21 885 803 854 796 797 450 954 1461 1459 1461 1462 1455 638 1468 1323 507 972 290 588
split_gain=21.2037 21.9526 22.5264 22.1577 23.4487 23.7019 21.9745 21.3206 23.7564 21.8527 20.8822 31.7749 31.5752 29.247 73.4178 34.9826 35.1026 27.0277 26.6704 30.0135 28.8934 34.2217 33.1084 32.3137 28.541 25.8071 32.4227 28.0614 27.2601 25.155
threshold=-0.86283290253235112 1.0000000180025095e-35 3.5736363738346935 1.5029597294391763 3.8946573681908618 -0.32715411899638508 1.6369401821412268 1.4216543509230546 -0.87473648844905705 1.0483613175537825 -0.70163543588998201 1.0000000180025095e-35 1.9682860324222273 -0.87473648844905705 1.5191488867762273 0.63961785378869596 2.2203088264540187 1.6276177283287072 2.5032120688259147 0.015014468430795973 3.8316248741925851 0.64216061943476632 0.14145834482007744 1.5688272283978091 3.6004644055904023 -0.86734656319435766 -1.0861700333034265 0.2080884670772146 2.1736326229479173 2.250834115212506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -7 8 -1 -10 18 -12 13 14 -13 25 29 -14 -2 20 -20 22 -22 -24 -21 -15 27 -27 -28 -17
right_child=10 2 -4 -5 -6 6 -8 -9 9 -11 11 12 17 15 -16 16 -18 -19 19 24 21 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.004124242274344817 0.00013002546826023839 -9.3190090176463905e-05 -0.015002333809699672 0.0071126162046696549 -0.026971179727851569 0.0034600538439024252 -0.0031995390718288835 0.0039696450896568661 -0.0020457364260762401 0.0032546081866301293 -0.0010311789146154261 -0.00015869176401058822 0.0031597437879753807 -0.0019910692662652601 0.0068519182873226338 -0.0023028771451954347 0.0029753645054127267 -0.0038858750630094072 -0.0045890959232519528 0.0053260238252746082 0.017740130560953769 -0.011351223358963788 -0.0068403492573563063 0.042067274326896845 0.022172784892801195 0.0043383325212033525 -0.00022362040391738118 -0.0011186671721479583 0.0030270207471478016 0.0022364656285701807
leaf_count=1121 87518 6941 126 1163 42 7981 755 1334 9004 1092 100262 8375 5851 11096 2451 27064 1903 798 1096 1664 264 138 190 22 116 4763 71747 2178 3279 1597
internal_value=0 0.0459419 0.0988607 0.105504 0.0847821 0.0891467 0.166615 -0.0201837 -0.0505833 -0.0834069 -0.0151419 -0.0259277 -0.0053327 -0.0133244 0.0935472 -0.0235899 -0.0917555 0.134883 0.0169367 0.204557 -0.0186829 0.335186 0.588605 -0.0999539 0.390859 -0.00248992 0.00974915 0.159189 -0.00319166 -0.114785
internal_count=361931 29559 17008 16882 15719 15677 8736 12551 11217 10096 332372 241364 141102 134453 10826 123627 30564 6649 91008 3490 1710 614 476 212 1780 93063 81967 6941 75026 28661
shrinkage=0.0171617


Tree=2202
num_leaves=31
num_cat=0
split_feature=476 959 785 112 497 21 1469 258 1049 705 769 645 1254 728 57 829 1456 1455 284 1463 582 631 1189 984 1470 769 854 1098 1388 420
split_gain=54.7137 51.8798 44.6388 41.5844 32.4244 34.8649 44.0225 32.8625 32.8515 41.3468 31.8038 32.2519 36.7882 31.6837 31.2742 30.8832 27.8081 27.2637 32.7371 28.8451 27.192 26.729 26.1685 25.351 25.1158 34.7804 24.9218 28.9446 24.3718 24.1101
threshold=-1.0099296266851885 -1.2907225086880219 -0.86283290253235112 2.2718117149406565 2.2206245932530155 -0.32341995197817647 -1.1256941366283033 1.1203171907964993 1.342371635369997 0.73161970490752004 0.88645995745365336 1.0000000180025095e-35 2.768630430144388 -0.49008176997875957 1.4243427035504792 -0.31131841806601235 0.086884870144167459 0.35881941651261778 2.2154822803873588 0.63242675378998692 2.1384355827858248 -0.66360947894348477 2.7969044190499632 0.75403902033247594 -1.1417127449306028 1.1185211800238497 -0.87473648844905705 -0.65750918523183322 2.4110983817974296 0.95959656780921843
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 16 13 4 5 6 -4 10 9 -6 14 12 22 -3 -8 20 -2 18 19 28 -7 -17 -12 -23 25 -21 -15 -28 29 -1
right_child=1 2 3 -5 8 15 7 -9 -10 -11 11 -13 -14 26 -16 21 -18 -19 -20 24 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00011686908403680457 -5.903707532686526e-05 -0.00014113608989102419 0.00015118784937981833 -0.00017855734574046391 3.8346660699402613e-05 1.1267034392348635e-05 -2.499812511829373e-05 -0.00015395980728054944 -0.00013568993952484142 0.00033668011193536924 -7.4934628547875109e-05 0.00021188970089170773 0.0011425368747494413 0.0002996338427674268 0.00019554598170812203 9.0143657743845802e-06 -0.0002148016068140214 -9.0550817873781452e-06 0.00016043502160971887 0.00040226871286196228 -0.00016595220727855765 -7.2940406026774935e-05 0.0014029764131066847 -0.00024065963527820455 -4.5359298716476919e-05 -0.00058603506174870602 1.2855271581755556e-05 0.00016598453479816855 0.00015973365116676941 -0.00025470009455444783
leaf_count=49619 29601 2402 8825 8362 3728 58160 34452 5951 1500 2937 4102 6095 93 2315 2660 15403 8633 23572 2111 1133 3441 42444 52 4690 9626 219 10889 8640 1284 8992
internal_value=0 -0.0109129 0.000249647 -0.0106993 -0.0052392 -0.011674 0.0314921 0.00504014 0.119171 0.181163 0.0232819 0.131436 -0.0244295 0.0870373 -0.00772105 -0.0326471 -0.0986864 -0.0794798 -0.105712 -0.116526 0.000896503 -0.0681702 -0.0602065 -0.095419 0.000887785 0.289188 0.112143 0.0874886 -0.140074 -0.149036
internal_count=361931 265375 227141 202895 194533 186368 62230 53405 8165 6665 47454 10342 4247 24246 37112 124138 38234 96556 72984 70873 61601 62537 4154 47134 10978 1352 21844 19529 59895 58611
shrinkage=0.000923845


Tree=2203
num_leaves=31
num_cat=0
split_feature=785 728 519 727 382 789 666 714 851 588 930 583 708 689 803 485 694 498 578 704 791 914 767 836 1258 572 1452 1286 954 544
split_gain=42.542 37.0057 30.1127 49.7595 36.6622 32.0622 29.1241 30.2789 43.8236 40.273 41.8942 36.4787 35.7466 35.4052 35.4265 30.8475 30.5664 30.0528 36.258 30.021 29.3719 28.2339 30.715 28.1664 26.8949 28.258 26.7075 27.8793 26.6849 26.5081
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.2575337098986954 1.0000000180025095e-35 -0.84871412517626565 2.250834115212506 1.0000000180025095e-35 -0.55326332990463356 -0.19102678227058997 -1.1110989058077336 1.9682860324222273 1.1857153933476321 1.4098461915668554 1.7910601575034055 -0.87905496296652397 -0.54330239921290235 1.0000000180025095e-35 2.4975337861131606 0.46370404152391853 -0.59190307580447088 0.96410226945941468 0.09231004488660878 2.6328010634086039 0.78161905918100072 6.099786963134739 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 6 -4 5 -5 7 11 26 10 17 15 -13 24 20 -2 -17 -10 -19 -11 28 -14 -23 -22 25 -12 27 -9 -15 -1
right_child=1 -3 3 4 -6 -7 -8 8 9 19 13 12 21 14 -16 16 -18 18 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.5339671654992283e-06 -3.0535997562871092e-05 -0.0001490941524822706 -0.00021354142314943089 0.0002023819788878932 -7.0044778228428811e-05 -0.00014047855954411455 1.3086678029557758e-05 -6.936679747214843e-05 -0.00020428286461166966 -0.00022549745412278965 -4.6235292563082884e-05 5.0473222059700776e-05 -0.0001428033701571563 -0.00017982295522161145 3.6592040857017413e-05 0.00040820312720168906 -1.1933531578944683e-05 0.00062543441848796608 -7.49238370127963e-05 5.6525639827058684e-05 -0.00020965530964385079 0.00043350180052331884 -0.00055100302725605765 -3.5244608400260987e-05 -0.00023357431013143199 0.00018224785749282134 0.00062202971486376678 0.00019561983992514843 0.00047594095749787623 -0.00012706797959186495
leaf_count=21198 15181 99935 3824 5244 5700 1127 7337 7415 52643 1816 6561 4668 32187 43911 4241 1205 1327 306 2915 6161 6173 649 169 14145 1955 3272 232 1888 185 8361
internal_value=0 -0.119823 -0.10568 -0.0198259 0.0428259 0.149419 -0.113147 -0.118441 -0.134862 -0.145188 -0.155349 -0.073997 -0.114944 -0.124328 -0.144078 0.00559391 0.215512 -0.206676 0.00320282 -0.0047124 -0.157963 -0.143465 0.258193 -0.0877715 -0.0150172 0.0300467 0.00522226 -0.0139982 -0.190365 -0.0335051
internal_count=361931 332372 232437 15895 12071 6371 216542 209205 153819 144284 136307 55386 37673 80443 68655 17713 2532 55864 3221 7977 64414 33005 818 20318 11788 9833 9535 9303 44096 29559
shrinkage=0.000923845


Tree=2204
num_leaves=31
num_cat=0
split_feature=388 1375 1381 1400 493 294 1458 1328 270 1455 805 1230 1326 1110 862 693 271 562 968 697 66 1119 277 1329 1036 705 747 968 1396 1450
split_gain=21.2317 24.2254 22.0808 32.0459 26.4381 25.363 22.0019 23.0776 21.0223 26.4645 24.3441 24.1981 23.2489 20.986 20.8296 21.3643 24.7614 33.2618 24.8447 26.1007 23.983 26.4974 22.4106 25.5618 21.7362 21.6782 28.7534 23.6864 23.0866 25.3047
threshold=1.0000000180025095e-35 -0.27377523386692942 -0.9597117055911929 1.512244187366836 0.93731063043439999 0.44078398161261806 2.4356060858615711 -0.8928425612568246 0.79172259567800396 0.6706898098482198 1.0000000180025095e-35 2.3457019632811744 2.4578417747860706 -0.49658106507883609 -0.97446007815901359 -0.038823445884877399 2.6793937623835933 1.9904828432727355 2.0695670359217271 0.66919859670089477 -1.3866181155205168 -1.698343420735694 -0.032187996524674807 -0.71204313956503218 3.3382871785932089 0.89865194425476724 2.2668746584208797 -0.36934113172782962 0.85453789374626166 -0.50019593547870034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 13 -6 -3 -8 11 10 -10 -4 -12 -2 -1 20 25 18 22 -20 -16 -22 -18 -24 -25 27 -27 -17 29 -29
right_child=1 6 8 -5 5 -7 7 -9 9 -11 12 -13 -14 -15 15 16 17 -19 19 -21 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.0017554487753350956 -0.0028909736529799364 -0.0020574855108028245 0.00020293733564106348 -0.015427377822068605 0.012511781737557758 -0.0039600305186730756 -0.0098810026811587195 0.0077818676976574019 -0.0014252690498031753 0.0024245416428483107 -0.0062756163693543495 -0.0068783731183865594 0.032834674095375001 0.0038980395003756162 -0.0016647433484308929 -0.00069536749999446858 -0.0055268764059447474 0.017080929147155158 0.0036277551706080415 0.037643658892746609 -0.0030245841737140933 -4.3853320667265211e-05 0.0052672580553978672 -0.0031166710054713934 0.040270469248737222 0.0017386182352944471 -0.0028445944675395576 -0.00020882298764339139 -0.00091978571747728679 0.0012744290267592152
leaf_count=11656 1180 26998 26531 206 684 218 121 501 6011 1825 4902 749 34 2016 20656 30648 3235 136 153 48 4967 114866 846 2636 27 20980 1725 22401 12152 42823
internal_value=0 -0.051603 -0.0155811 0.154115 0.196042 0.565187 -0.113493 0.287246 -0.0345251 -0.132787 -0.190932 9.95714e-05 -0.368277 0.088283 -0.00328713 0.000259567 0.0195835 -0.129171 -0.155258 0.667144 -0.0202238 -0.00915795 -0.183961 -0.0443151 -0.172355 0.0255769 0.0852822 0.011977 0.0317911 0.0480809
internal_count=361931 71976 44356 4304 4098 902 27620 622 40052 12772 10947 27280 4936 3196 289955 278299 137810 7081 6945 201 140489 119833 6744 3509 2663 130729 22705 108024 77376 65224
shrinkage=0.0161719


Tree=2205
num_leaves=31
num_cat=0
split_feature=785 728 727 519 712 1049 382 588 714 930 1080 791 803 507 264 875 872 843 909 807 897 768 993 444 689 464 647 590 862 257
split_gain=56.0242 39.7196 33.1978 30.8514 50.9553 35.328 35.0876 34.1466 30.3312 57.5981 44.1296 56.473 48.8497 36.8288 33.0031 32.878 31.7479 31.4147 40.4303 31.4618 30.8145 30.2926 29.6948 28.861 28.8104 27.8164 27.5328 63.9097 27.2804 25.119
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.285893796353293 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 1.9682860324222273 1.0941628986121894 1.6948692418889324 0.53568775283694692 1.0000000180025095e-35 1.4283687790122588 1.6629496669609767 1.0000000180025095e-35 0.9804957770948467 0.12803632432176856 -0.89727091510114898 0.53875400747721158 0.72022076402865742 0.66699641782368668 -0.87782724458594241 0.58895901036483078 -0.97446007815901359 0.64657819277429363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 -5 6 29 -8 13 17 11 12 22 21 16 28 -12 19 -19 -10 -21 -2 -11 -24 -15 -17 27 -3 -13 -6
right_child=1 26 -4 4 5 -7 7 -9 9 10 14 15 -14 24 -16 25 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8903140316701196e-05 3.0055578860535324e-05 -7.655973338034591e-05 0.00011784085603332403 -0.00014579294255880857 0.00021362281019094459 -0.00010912495977744294 -5.668236531181918e-06 0.00052697632720747787 -8.4854166602291259e-05 5.4804420534018828e-05 1.1451666738204207e-05 -0.00037342664012363173 0.0001439918617135611 0.00019549472954755577 -0.00034360633536573842 0.00012122511976505153 0.00035267214840542055 -5.9617611577040341e-05 0.000327251243360174 -0.0002597312425786859 4.1217557475112231e-06 -8.0216039529247476e-05 -6.411636416516354e-05 -0.00017821144735873291 -0.0001228958623353301 0.00048206658175619992 -8.8004592321257058e-05 0.00041896005066359128 2.945834721545002e-05 0.0005646291239773364
leaf_count=12551 29990 4821 17008 3773 4351 2023 4327 535 42783 7100 1657 957 4212 6270 434 5161 2575 4516 1411 12323 2799 19202 39334 12244 1472 906 93730 1384 21196 886
internal_value=0 -0.0375069 0.0608681 -0.0228049 0.0639116 0.12578 0.175584 0.0512235 -0.0305299 -0.0467125 -0.0139742 -0.0256219 -0.0626983 0.0137928 0.178832 0.0565733 0.233078 -0.103507 0.0489253 -0.121701 -0.219924 -0.0105048 -0.0804485 -0.0986063 0.147808 0.199269 -0.0814662 0.0684296 0.0165754 0.291484
internal_count=361931 332372 29559 232437 15895 12122 10099 4862 216542 159608 95776 91110 62890 56934 4666 28220 4232 63832 5927 57905 15122 49192 58678 51578 7742 6067 99935 6205 22153 5237
shrinkage=0.000942322


Tree=2206
num_leaves=31
num_cat=0
split_feature=785 728 728 519 712 382 714 930 791 1080 803 507 851 1025 768 651 498 578 852 1007 993 444 264 872 689 1049 647 590 1053 188
split_gain=52.0004 41.0683 31.3309 29.645 49.1488 36.1918 30.6521 59.7971 45.6648 58.9452 51.1688 36.741 34.5177 32.9054 30.8363 30.547 34.6984 45.3465 29.7968 32.1009 29.6579 28.8022 28.7645 29.8063 28.3781 28.3635 26.9041 62.7482 25.651 25.6469
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2092738772757108 1.9682860324222273 1.0941628986121894 -0.33811283005707693 1.0000000180025095e-35 0.12803632432176856 1.1107569744011787 1.69116793757109 -0.87905496296652397 1.0000000180025095e-35 -0.58509654268748301 -0.89727091510114898 0.53875400747721158 1.6948692418889324 1.0000000180025095e-35 0.72022076402865742 1.2334500886949249 -0.87782724458594241 0.58895901036483078 -0.81076275553168931 0.56595263301418985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 25 11 15 9 10 20 14 13 28 -2 16 -8 -18 -17 -20 -9 -22 23 -11 -13 29 27 -3 -10 -6
right_child=1 26 -4 4 5 -7 7 8 12 22 -12 24 -14 -15 -16 18 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014367166536482278 3.1984305888854025e-05 -7.8883178419641186e-05 7.8207759732449374e-05 -0.00014617849394598007 0.00021620820602084176 5.9211656416425485e-06 -0.00013486568360947663 5.6043715285404432e-05 -0.00020908075506539302 3.6516063781453517e-06 0.00015232577859642689 0.00019988328039177537 -1.8310285266830288e-05 3.5670954186103464e-05 -8.1605008504582105e-05 -7.5430428951995358e-05 0.00076803443518032701 -1.0982369755844088e-06 0.00070530122730844743 9.9148864378221689e-05 -6.521360454875249e-05 -0.0001814894154920386 -0.00032800084737918419 0.00038802313088891297 -0.00012270261264136825 -4.4810303371458576e-05 -9.0103783682972277e-05 0.00042214617122282062 0.00027081943153185316 0.00056520813133231448
leaf_count=3396 29990 4821 26163 3773 4215 5727 53398 7100 517 1218 4212 6270 14967 7873 19202 4293 347 3537 390 1867 39334 12244 377 2175 1472 1210 93730 1384 5759 970
internal_value=0 -0.0372322 0.057645 -0.0222759 0.0627659 0.123545 -0.0298516 -0.0461162 -0.0127462 -0.0446226 -0.0620676 0.0147534 0.0602007 0.133133 -0.00954086 -0.103993 -0.123371 0.0826746 0.0352263 0.224644 -0.0802419 -0.0983921 0.202619 0.261336 0.148712 0.228635 -0.0819504 0.06628 0.243325 0.295202
internal_count=361931 332372 29559 232437 15895 12122 216542 159608 95776 66660 62890 56934 29116 14149 49192 63832 57282 3884 6550 2257 58678 51578 3770 3393 7742 6395 99935 6205 6276 5185
shrinkage=0.000961169


Tree=2207
num_leaves=31
num_cat=0
split_feature=819 785 713 1022 834 759 1465 1452 314 1446 284 760 361 564 144 1467 1467 836 214 1462 53 21 407 253 1293 143 70 555 212 1454
split_gain=21.2041 21.7364 25.4776 22.9509 23.2819 21.5806 24.68 28.6347 26.0131 24.7659 22.3407 22.2055 25.5621 24.8029 23.6103 21.4159 34.9147 27.9374 22.3719 22.6355 21.409 21.1879 24.8285 24.7564 24.1524 25.1092 27.6239 24.0704 23.7158 23.5066
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.67527595557081987 2.9935095862883299 2.1361056549418347 -0.62392803878906389 -0.76841635434299438 2.1970050309813387 1.0000000180025095e-35 -0.0082363897272198245 0.66283064123521462 1.5477669405289836 1.5042695324294701 -0.41875754352138572 0.078484787845291684 0.072195445971033334 -1.4742649186980292 2.5363761376559109 -0.077578530908105556 3.9553318676998672 -0.70163543588998201 -1.2965003005540392 1.4775148743260689 1.0000000180025095e-35 0.31541134149202393 -0.47327078656684418 1.9184968479530322 -1.5093483596376727 -0.91909735138557946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 -5 6 7 9 20 -2 -8 12 -7 -13 -14 16 17 -4 19 -17 -9 23 -23 27 25 26 -25 -3 -24 -30
right_child=5 21 3 4 -6 11 10 8 -10 -11 -12 13 14 -15 -16 18 -18 -19 -20 -21 -22 22 28 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0029413075361880516 -0.0039539537412736706 0.00050775139930167514 -0.012847817667148112 0.0043990255179215997 -0.027142952764711258 0.0069405964479312557 -0.001880181911200779 -0.0050742594137775984 0.0060860397739839166 0.0052507597920595679 0.00071061439833619393 -0.0075441791543794726 0.082978193394218844 0.040814184926360575 0.015758150383099492 0.0013024212117030663 -0.026323773454546531 0.00032909407793123752 -0.016834072042890967 0.0063545659965939692 0.036285792129960026 -0.0015413160590101061 -0.0050446481901849291 -0.0034943239571474508 -0.0050191396004664532 -0.005806052735250135 0.0050125697481102722 0.0044654733076247514 0.0024944571465913244 -0.00027392821309163635
leaf_count=2685 1283 64673 288 4532 44 935 17152 11070 617 1283 13093 487 20 27 27 4150 83 12651 91 2083 33 37409 2261 1306 4640 1317 2392 2662 5563 167074
internal_value=0 -0.00528111 0.0537154 0.074958 0.221217 -0.0645773 -0.0746194 -0.170693 -0.235195 0.0636212 -0.0351064 0.255933 0.474657 -0.24247 2.26184 0.0444348 -0.00505589 0.00358572 0.146172 0.161445 -0.266305 -0.0114252 -0.0227505 0.0230224 -0.10793 0.00625475 0.109189 0.0370911 -0.0126633 -0.0100467
internal_count=361931 315904 26607 23922 4576 46027 44531 14286 11720 2566 30245 1496 982 514 47 19346 13022 12939 6324 6233 11103 289297 212307 76990 9655 5015 3698 67335 174898 172637
shrinkage=0.0185764


Tree=2208
num_leaves=31
num_cat=0
split_feature=728 189 473 842 813 828 1116 595 402 148 15 352 629 1176 1110 1236 140 1053 1323 1047 982 136 631 492 422 473 765 1185 1041 146
split_gain=21.382 20.4935 23.8381 22.6699 20.3806 24.2145 20.4419 24.3863 26.5728 23.0116 27.1749 38.7137 31.9157 23.9575 24.7687 22.7151 22.3782 26.1908 21.3916 21.2381 24.3205 21.0199 20.3724 20.2364 22.1835 20.1981 19.8623 37.3428 24.0698 25.4062
threshold=1.0000000180025095e-35 2.7059755265676442 2.9797228729073066 3.1048954322592532 1.304868341751126 0.62499936358992614 2.2667109215463417 1.0000000180025095e-35 0.36663536453162993 1.7215624588258438 -0.59117939292109389 1.756505568742915 -0.22493491143190586 -0.060262275295179905 -0.071565927594584453 -0.38209021429422135 2.3183454252891464 0.31125440181491054 1.5329603479730156 0.22460044114117583 -0.58139930041781562 1.0000000180025095e-35 -1.3110352429263739 -1.1029780975532606 -0.28118760072737531 1.0000000180025095e-35 0.7598294280540504 1.9873549968585704 1.1053240484361424 -0.10202046059415147
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 25 6 -6 7 -2 9 26 11 12 -11 14 15 -14 17 -8 19 23 -21 -22 -7 24 -10 -3 -9 -28 29 -29
right_child=4 2 -4 -5 5 22 16 8 18 10 -12 -13 13 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=3.0849524083498206e-05 -0.0008047111887500469 -0.0015499736340243921 0.060882883780752177 0.027765186207106624 0.0020771763929976765 -0.028717244340616826 0.0032520315179154205 -0.0051755679404313637 -0.0081499791878255727 -0.011462632201321059 -0.0023208274456542237 0.074572591641284353 0.085592517845695534 -0.0095072801906052121 0.014878801755896108 0.025461336591688862 0.022235195354215139 -0.0085123443102530158 -0.013560547857138946 -0.0089660268922778161 0.020658338410124474 0.0019096700637400705 -0.0017296152973629438 -0.0022210366377741209 0.041797782000358163 -0.0099863822184090446 -0.0020066951048715318 -0.01472027404803777 0.076650516705683805 0.027618469909301585
leaf_count=249758 75038 1579 20 33 7903 56 2754 12862 50 175 744 32 26 58 78 29 87 537 200 127 333 184 3096 1152 46 1451 3362 62 20 79
internal_value=0 -0.000138963 -0.226164 -0.242948 -0.041099 0.0481718 -0.0543975 -0.0617946 -0.158186 -0.200984 0.215935 0.854865 0.578886 1.2409 1.76811 3.08049 0.130556 0.0948374 0.121593 0.205471 0.55477 0.774731 -0.116954 -0.0210316 1.2103 -0.275333 -0.229659 -0.0273764 1.15204 0.838125
internal_count=361931 252841 3083 3063 109090 11055 98035 94657 19619 17527 1142 398 366 191 133 55 3378 3291 2092 1892 644 517 3152 1248 96 3030 16385 3523 161 141
shrinkage=0.0182122


Tree=2209
num_leaves=31
num_cat=0
split_feature=545 785 497 974 1442 921 784 710 694 747 332 1085 762 879 723 391 638 1361 769 727 1097 713 1470 1323 1308 1186 1452 543 1253 73
split_gain=50.9072 45.8999 36.2622 33.8403 33.3376 31.0031 60.315 45.2526 47.6638 34.8879 42.6577 35.949 33.9932 33.4091 31.4345 30.9533 31.0949 30.0221 28.5624 28.3936 28.2067 29.0669 28.0318 27.9325 30.0294 27.3191 27.1263 26.9637 25.9296 25.8018
threshold=-1.0372938969678034 -0.86283290253235112 2.0895063784560848 0.33732592140660006 -1.2625182715263061 1.0525743831388839 0.9594655836162902 1.4588992811557273 2.1748273896674011 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.9015391397911905 1.0000000180025095e-35 1.0000000180025095e-35 1.475049428936581 1.4761919948289024 1.0000000180025095e-35 2.1003186601285262 -1.1275738623161491 -1.2571877020351898 1.0000000180025095e-35 -0.5819168054631999 2.7132217573315578 0.96721699165429253 -0.65643826972653796 0.4926003403048807 1.0000000180025095e-35 -1.3934021549696129 -0.27177276719873983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 20 4 -4 17 7 14 9 13 28 11 -11 -12 15 -7 16 23 -3 -16 -8 -2 -22 -15 -9 25 -25 -24 -1 -6 -13
right_child=1 2 3 -5 5 6 19 8 -10 10 12 29 -14 22 18 -17 -18 -19 -20 -21 21 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.1509699088905021e-05 -0.00013778354008338076 -0.00018611057146065686 0.00015199304332538409 -7.2982573378671718e-05 0.00010881871117969764 -0.00011765051622166398 -0.00018782917164932245 0.0001459245018595618 -0.00012954973055342447 -0.00013387397591604994 -0.00075086520294143089 4.3905348951328567e-05 1.748460449066003e-05 -0.00030402708062155897 3.1163879647085207e-05 -0.00023717135416200956 0.00056860445048512458 -4.8283158148464978e-05 0.00057358132761315631 0.00024160889899091075 -0.0001472313270066557 0.00010532422110831416 -2.4828527928799543e-05 -0.00057893855896472193 -0.00073960359752531961 0.0011878839405026691 0.00055410293323883311 -0.00018459933395601573 -0.00010361307201352588 -9.0840588760255898e-05
leaf_count=79209 2486 15451 7654 3470 3183 8058 632 8119 4156 27317 301 12165 49546 1208 10298 761 746 22391 365 5966 2059 21790 1871 43 44 214 364 14850 46271 10943
internal_value=0 -0.015575 -0.0256855 0.088038 -0.0323416 -0.0215845 0.0479278 -0.0329878 0.0693309 -0.0461504 -0.0238336 -0.0757779 0.0154747 0.12872 -0.0167166 0.188454 0.21918 -0.100821 0.0545177 0.217199 0.0690815 0.0916736 -0.0587058 0.182113 0.779389 1.03195 0.0850458 -0.0825616 -0.0986619 -0.0179954
internal_count=361931 267872 241537 11124 230413 192571 25319 167252 17526 149726 100272 50425 49847 13370 18721 9927 9166 37842 10663 6598 26335 23849 3443 8420 301 257 2235 94059 49454 23108
shrinkage=0.000923845


Tree=2210
num_leaves=31
num_cat=0
split_feature=50 194 1470 1023 747 1464 1463 1036 1449 1110 1469 843 457 1463 21 196 357 672 904 1181 1055 70 1463 1295 1391 1452 1457 208 676 842
split_gain=20.7047 36.1227 21.5894 20.7246 20.6932 21.201 21.8615 27.1772 25.9122 30.1697 24.7031 22.8926 22.5865 22.0607 26.1029 25.8076 25.5537 23.2377 22.1617 21.8764 21.8508 21.3819 21.2094 22.0857 20.7503 20.1394 21.8445 21.4085 20.1256 21.7274
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 5.5066796363144226 0.34871943973277292 2.0300025928984748 0.6457295741645136 -1.0805498351196963 -0.27114888714012447 0.011075904694020028 -1.1492986858044119 0.59112932189320089 2.3716694046974869 -0.052537044703927886 0.62211875780133752 1.0000000180025095e-35 0.72285772192483089 -0.65546635319905777 0.97293478588960747 -0.12856301873687584 -0.82899223043041659 -0.51962887596285412 0.26178017910560175 1.3006632214813958 1.06148234726204 1.0409243383084115 0.57275488436352984 -0.55820465944287323 2.2057843579161749 -0.27102987990603095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 28 -3 6 7 -6 9 19 11 -10 13 17 15 -15 -16 20 -19 -8 24 -18 23 -17 -9 -7 -27 -28 29 -4
right_child=-2 4 3 -5 5 25 8 12 10 -11 -12 -13 -14 14 16 22 21 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0029377976393849766 7.1782601446238189e-05 -0.0005448876908190236 -0.0024303238593011917 0.013820059987918309 -0.0069950842112990984 0.0015757291430903344 -0.013786872678500761 0.0070082655388281258 4.8874756136763594e-05 0.00053254454325030848 -0.0012493462519829403 0.016537640415907717 -0.0081831146594369356 0.0012771304417226149 0.002770647022128152 0.011775819551839192 0.0036303878324058171 0.0022572788301441953 -0.0029644229407075669 -0.0034007845674721123 -0.0021499099971293589 -0.0092494990377850646 0.0037745976737547132 -0.010492719747416748 -0.014566519159678236 0.017152721496291087 0.014270297905398513 -0.0096257492459454579 -0.0056625429867407278 -0.00067452950077012013
leaf_count=1539 197382 61425 34237 108 649 754 646 581 213 740 1934 206 512 1649 1486 1089 249 8839 1476 493 5037 564 1180 77 69 279 80 109 3168 35161
internal_value=0 -0.0317712 -0.0817083 -0.0908669 -0.00513614 0.039815 0.0274115 0.0527062 -0.11205 -0.298521 0.0340023 0.473388 0.0641602 0.0724642 0.17608 0.278664 0.00173412 0.0301996 0.0914748 -0.517993 -0.0757898 -0.300199 0.415205 0.607637 0.278687 0.303227 0.626921 0.0928425 -0.0934503 -0.0838208
internal_count=361931 164549 74213 72674 90336 28911 27689 23457 4232 1879 2353 419 22808 22296 6294 3995 2299 16002 10315 1139 5687 813 2346 1166 650 1222 468 189 72566 69398
shrinkage=0.017505


Tree=2211
num_leaves=31
num_cat=0
split_feature=785 728 727 1431 647 590 771 519 712 788 261 666 714 803 791 861 768 650 993 354 1025 1467 930 476 862 908 645 981 426 1218
split_gain=47.7569 37.0352 29.9378 28.434 27.0498 61.9716 26.1427 25.7068 43.5957 31.0868 31.3044 26.9439 27.034 41.7586 51.4068 44.2578 37.2936 35.6946 33.4773 31.5424 31.4757 31.254 31.238 33.439 30.9491 30.32 28.9346 27.4515 25.6032 25.129
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 1.4820751525130569 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2575337098986954 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.3583939354643351 2.1314615550283826 -0.89727091510114898 1.3851549945161543 1.0000000180025095e-35 3.2089320700182484 1.0000000180025095e-35 0.52296557744356353 1.0000000180025095e-35 0.73554732968959546 1.0999280683389623 1.5547011264505639 0.92870521227020164 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 5 -3 7 11 -9 10 29 12 16 14 18 -16 17 22 19 24 -17 27 23 -2 -14 -26 -18 -20 -21 -10
right_child=1 4 -4 -5 -6 -7 -8 8 9 -11 -12 -13 13 -15 15 20 26 -19 21 28 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.8148584919863954e-05 1.5716110602606517e-05 -7.0528964718167357e-05 0.00011202759500403103 -7.9634316348079721e-05 -8.2677146750209364e-05 0.00041828578550083995 -0.00016617747743217969 -0.00013087512174910412 -0.00021920243403509288 0.00026204880988597292 0.00017879615611030359 0.00011011045538069683 -0.00015908382294883551 0.00011935199470885188 -6.7476896854974173e-05 0.00017409076421341467 -0.00020411336774689312 0.00031776632396333151 -0.00010762405028711686 0.00025196206161604934 1.2643161974388829e-05 0.00022380737120199885 -1.9780785056566169e-05 0.00020252437661851368 2.2766457444686147e-05 0.00045231267113122163 0.00019643693372043729 2.1365068253213536e-05 0.0011363233416175145 0.00015759915473221187
leaf_count=12551 9745 4821 17008 35150 93730 1384 4703 3133 1976 4194 3130 6426 3231 6477 16474 8449 5191 1948 66020 885 12427 1182 21358 6846 2891 887 921 7699 158 936
internal_value=0 -0.0333297 0.0577218 -0.0191251 -0.075888 0.0730119 -0.00965732 -0.0057485 0.0801686 0.142394 0.0504183 -0.0133806 -0.0191268 -0.0362007 -0.0464014 0.0232578 0.0267893 0.0501849 -0.077599 0.0626299 0.0870178 -0.0922113 0.0350552 0.106439 0.00843482 0.137939 -0.143751 -0.0986177 0.440123 -0.100934
internal_count=361931 332372 29559 232437 99935 6205 197287 192584 13369 10236 6042 179215 172789 126780 120303 37350 46009 39897 82953 8052 20876 74901 37949 16591 7009 3778 6112 73719 1043 2912
shrinkage=0.000942322


Tree=2212
num_leaves=31
num_cat=0
split_feature=785 728 519 712 382 1049 666 714 851 588 930 583 708 689 803 498 578 704 485 694 791 914 767 575 836 1258 572 1286 1452 727
split_gain=41.3082 35.6153 27.692 49.4435 36.8701 28.9969 28.6954 27.3722 43.4958 41.1001 41.5499 36.259 35.993 35.2966 37.4085 30.8753 36.4117 30.0981 29.8151 30.35 29.4291 28.5483 31.0141 27.4074 27.3603 26.9594 28.2603 26.9276 33.6837 26.4926
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.2334500886949249 2.2575337098986954 1.0000000180025095e-35 -0.84871412517626565 2.250834115212506 1.0000000180025095e-35 -0.55326332990463356 -0.19102678227058997 -1.1110989058077336 1.9682860324222273 1.7910601575034055 -0.87905496296652397 -0.54330239921290235 1.1857153933476321 1.4098461915668554 1.0000000180025095e-35 2.4975337861131606 0.46370404152391853 1.0000000180025095e-35 -0.59190307580447088 0.96410226945941468 0.09231004488660878 0.78161905918100072 0.91361512331551464 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 6 -4 5 -5 7 11 27 10 15 18 -13 25 20 -10 -17 -11 -2 -20 -15 23 -23 -14 -22 26 -12 28 -9 -1
right_child=1 -3 3 4 -6 -7 -8 8 9 17 13 12 21 14 -16 16 -18 -19 19 -21 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9006351472650318e-05 5.0023022518676057e-05 -7.0019700098099009e-05 -0.00014326272026898965 0.00028105989969114115 5.7421719993339618e-06 -4.4967571588953311e-05 9.4914110433294758e-05 -2.1594690683044893e-05 -0.00012737519145803502 -0.00014769385932666263 3.5830373622437616e-05 0.00013330582671946726 -0.00014746319890154565 -9.8447354418846255e-05 0.00012431064771671016 0.00073090616341443479 8.6679080828204699e-06 0.00014247730369255904 0.00049510281401432749 6.4879157206776893e-05 -0.00013217178999758386 0.00053007615920458385 -0.00049505325543550041 -1.6137876958486377e-05 4.5927674274820381e-05 -0.00015781053435408128 0.00027134049981460047 0.00029519505448099176 0.00038110096796719001 0.00010352939698810341
leaf_count=12551 15181 99935 3773 5185 5727 1210 7337 6654 52643 1816 6561 4668 12085 44096 4241 306 2915 6161 1205 1327 6173 649 169 20102 14145 1955 3272 1934 947 17008
internal_value=0 -0.0325318 -0.0185958 0.0636819 0.124711 0.230888 -0.0259325 -0.0313117 -0.0471284 -0.057605 -0.0680971 0.0115222 -0.0299859 -0.0369247 -0.0569328 -0.120204 0.0952263 0.0850361 0.0916958 0.299458 -0.0715555 -0.0592289 0.349382 -0.0706211 -0.000447837 0.0732957 0.118831 0.093575 0.0336314 0.0522149
internal_count=361931 332372 232437 15895 12122 6395 216542 209205 153819 144284 136307 55386 37673 80443 68655 55864 3221 7977 17713 2532 64414 33005 818 32187 20318 11788 9833 9535 7601 29559
shrinkage=0.000942322


Tree=2213
num_leaves=31
num_cat=0
split_feature=785 120 50 187 1450 803 834 727 43 384 21 898 281 671 646 211 532 1356 609 897 1459 771 471 414 1027 497 20 402 1457 734
split_gain=40.4869 31.6457 30.4977 37.9483 29.6214 28.7512 31.1631 26.0509 25.3897 25.7461 24.7961 27.1628 25.8409 24.5735 40.2899 30.3531 28.4798 25.508 37.7242 30.1864 28.0832 26.7803 24.7334 26.9658 26.4359 26.3666 24.285 23.6945 23.5841 23.2907
threshold=-0.86283290253235112 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 3.949999276563736 1.9682860324222273 -0.8387626340193709 1.0000000180025095e-35 2.2744972866152193 0.27686769752191315 -3.9164670491403295 0.011730715345155454 3.4123036657434356 2.6425086185778714 1.0000000180025095e-35 0.2230602703580106 1.0000000180025095e-35 -0.50019127212278292 2.9086430321303127 -0.2099919176346117 -0.3011881842326592 1.4820751525130569 -0.93081268283970298 0.5878684855610975 1.0000000180025095e-35 1.9703080013679652 1.5266804202937927 0.36663536453162993 4.1112452456194752 4.1956285434281462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 8 3 4 5 27 -7 -1 10 -10 -2 12 13 17 15 16 -15 19 22 21 -20 -12 23 24 -19 29 -13 -3 -29 -24
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 11 26 -14 14 -16 -17 -18 18 20 -21 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.792237119101456e-05 0.00052664986165595136 -9.3693734943486087e-05 2.3526299713980273e-06 -0.00013853289164919203 0.00056765392453115508 -0.00046575222305406079 0.00026584612993345812 0.0001060485998302768 -0.00022539259534189228 9.4063791219709444e-05 -7.7618914297894042e-05 -3.5354007474685659e-05 0.00064120296273192728 1.2370978234354957e-05 -0.00033072279441981442 -0.00050713680371727442 0.00066582826813787837 -0.00026380920148344852 -3.5823045627748174e-05 2.1783570624324184e-05 -0.00067051846353598905 -0.00055513148157336695 3.9741906565817171e-05 0.00015343543982946446 -1.3312923850237311e-05 0.00020938612728219825 -0.00019961183636630253 5.400331084636571e-06 0.0013706194960521906 0.00051524155740452276
leaf_count=12551 371 39202 27132 43457 318 339 2016 17008 6939 2190 20905 61953 296 724 2226 276 380 3887 617 24099 553 649 60996 2286 4932 3939 5480 15733 45 432
internal_value=0 -0.0307647 -0.0616151 -0.0837185 -0.0444897 -0.049294 0.183699 0.0531557 -0.0139884 -0.153441 -0.00939151 -0.0105519 0.00780263 0.00629219 -0.163166 0.105676 0.249514 0.0118934 0.0355277 -0.0311725 -0.343026 -0.0943149 0.0416864 -0.0609976 -0.120777 0.0568144 -0.0492287 -0.0621005 0.0112264 0.0450158
internal_count=361931 332372 128242 101110 57653 57335 2355 29559 204130 9129 195001 194630 127197 126901 3606 1380 1104 123295 77642 45653 1170 21554 76472 11105 8819 65367 67433 54980 15778 61428
shrinkage=0.000961169


Tree=2214
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 728 340 12 808 544 46 44 1012 629 232 1029 1470 1243 1463 1047 357 966 7 1467 1320 1460 841 72 507 354
split_gain=41.933 39.8125 77.7904 39.2428 44.6331 36.2899 34.4578 31.014 27.9912 27.1559 27.1439 28.7539 26.7351 27.3145 26.3431 25.0182 25.7596 24.8023 24.4261 27.1791 23.9656 24.0705 23.9052 23.8252 23.6016 23.464 23.3419 26.9201 23.3274 27.7809
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 -0.49008176997875957 1.8162821653890682 -0.59727736220901595 1.2180576537285257 1.0000000180025095e-35 1.0000000180025095e-35 1.9036337516570463 1.4711245761114824 1.6763192150694557 0.92584771804271815 1.0000000180025095e-35 -0.37297888439438048 1.473013388195284 0.94170239728407068 2.3738149868247693 0.22320799764597363 2.4104649675895762 -1.6171967256349402 3.8567296589757825 -0.4751823056873628 0.9504607190545632 1.0950124441464968 -0.66462901250490869 1.0941628986121894 1.4538665454787782
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 17 7 20 8 -5 10 25 15 22 13 -6 28 16 -7 26 19 -17 21 -2 -12 -8 -23 -1 -3 -28 29 -9
right_child=1 3 -4 4 12 6 23 14 -10 -11 11 -13 -14 -15 -16 18 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=6.5649635210790442e-05 -0.00012495622724143131 -1.0057985853741673e-05 -1.9443872274640579e-05 -4.6718774625127709e-05 -0.00010823919393034649 -3.1549479293231086e-05 -0.00049322841193511564 0.00011202041242038421 -0.00036518153505420283 -5.1104093554972103e-05 0.00080494341208844119 0.00012289301540016831 0.00048221812006260767 -0.00063819781065476214 -5.630149743775188e-05 -2.9353576385618194e-05 -0.00020581265808475795 -0.00013369560131954567 0.00042047126334835702 0.0021600350798671847 0.0001260453717363711 0.001265682543451949 -0.00028275577397275778 0.0014320000389583709 -0.00018163640358627377 0.00027601867762389883 -0.00027227257139207645 -5.2889622272480975e-05 -7.1443147225377574e-05 0.00037431138178991018
leaf_count=18489 8431 99863 82513 9440 5609 9373 4777 24107 6317 8361 161 1265 295 429 4378 6895 13985 12354 932 39 4126 134 16621 32 161 2709 3812 11939 2563 1821
internal_value=0 -0.0314772 -0.0622297 -0.0103547 0.0380918 -0.135751 -0.168646 0.0629716 -0.152659 0.0538412 -0.133967 -0.233584 -0.118575 -0.146485 0.0913433 -0.0905677 -0.133106 -0.0326485 0.0439182 -0.0164613 -0.0148908 -0.100436 -0.27563 -0.469039 0.627759 0.0941459 -0.0230387 -0.103242 0.113859 0.132148
internal_count=361931 332372 155762 176610 48642 73249 60397 42309 55588 29559 49271 18047 6333 6038 32869 31224 23358 127968 7866 6934 12852 8726 16782 4809 295 21198 115614 15751 28491 25928
shrinkage=0.000980392


Tree=2215
num_leaves=31
num_cat=0
split_feature=129 699 700 760 1450 1051 1455 1356 1459 1048 978 126 1375 1465 1217 1451 1470 1457 21 21 621 1453 1470 1457 355 777 939 1045 72 1240
split_gain=21.2378 22.1627 26.3591 26.44 26.2132 24.1167 22.3177 21.8184 23.7155 21.3717 20.7636 20.7483 20.9178 21.991 22.3361 21.5172 30.7009 25.6953 29.8326 26.8681 25.8775 24.6636 26.559 25.2072 24.1345 22.5261 25.8481 32.4605 22.3849 22.3293
threshold=1.0000000180025095e-35 0.59162642796216924 0.71453131945276749 0.32927949618471913 1.1061061531643281 2.658618568664846 4.0789913919971044 1.1703909184639636 -0.028369740785481889 -0.88491813034489863 2.9130849681906361 3.4826299468242277 0.59806352348768188 5.0903406167395211 1.9780750160580907 0.59897055457132509 0.62834624676562223 -0.17133938114537597 3.0805194032280743 -1.6471741456694959 3.0505067194157163 0.028812427815994305 1.6257291529997984 -0.5993704116905848 -1.5205368820275069 -0.56167570643293574 1.4307804817950061 -0.74703485169101735 -0.84939768534608173 0.30293312205218387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 11 -6 -9 -3 -5 12 13 14 15 -1 17 18 19 -17 24 23 25 29 -19 -23 -27 -28 -25 -18
right_child=-2 9 5 10 7 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 21 20 -20 -21 -22 22 -24 28 -26 26 27 -29 -30 -31
leaf_value=-0.00031310854133461134 -0.0012867147790144231 -0.0028516451083513686 0.0011424786324859249 -0.0012678084374907472 0.001187821126597909 0.011166917618869251 0.005266278610773647 0.0012982724811572591 0.010162135155187156 -0.00049640951825463523 0.010618728114971054 -0.0057607476829497828 -0.0016931258357577438 0.012125637756261246 0.0028242384413853534 0.024845579478449127 -0.014095663832803033 -0.020881583151277201 -0.02551733816468385 -0.0013239207552242335 0.02594426513083134 0.021226081269921496 0.029318908951408252 -0.012721477857903691 0.0024528002651730951 -0.00067882973216286022 -0.014492688057911396 0.055011489516289008 0.0087802468848222018 0.009014797266321789
leaf_count=93690 48087 13448 37426 44790 14571 561 1591 1129 1148 63011 330 1326 17967 281 5712 78 330 113 103 6785 83 181 126 138 7455 416 20 32 881 122
internal_value=0 -0.00466133 0.00597492 -0.00440517 0.00896395 0.061768 -0.00178588 0.0889912 0.276706 -0.0398059 -0.0559412 -0.00506303 -0.0021686 0.00795293 0.00629843 -0.00118739 0.0700855 0.0330279 -0.065946 -0.0476483 0.117781 0.303485 0.597203 0.130833 0.103809 0.413797 0.158085 1.47717 0.30923 -0.330465
internal_count=361931 313844 237385 199398 154278 37987 137430 16848 2277 76459 45120 135839 134513 116546 116265 110553 16863 14617 6966 6863 7651 2246 775 1471 7568 649 468 52 1019 452
shrinkage=0.02092


Tree=2216
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 727 12 1449 712 1430 651 232 1243 1012 547 1367 1023 981 1466 1451 1013 1426 835 1079 215 1463 276 1007 841
split_gain=60.8619 41.5006 69.4686 45.6452 42.9835 36.4086 32.1409 32.1255 28.2253 27.9532 28.7431 26.8982 26.5082 26.383 24.5653 24.4496 25.2176 24.2983 24.2063 24.0683 28.0466 28.826 23.8576 29.666 23.8224 24.16 24.7155 24.7138 23.5059 23.4516
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 1.0000000180025095e-35 -0.59727736220901595 0.74561756370782817 -0.63779424894106762 4.2254883379486126 1.1107569744011787 0.92584771804271815 1.473013388195284 1.4711245761114824 1.4078093546699517 1.0000000180025095e-35 7.4366709976304533 -0.38896401988591511 0.69604103696988961 0.3758385437834118 0.54050183860820311 1.0000000180025095e-35 -0.81528098009991901 4.18253236216714 0.026678178944066686 -0.043407658172389896 -0.98795118372329749 -0.58509654268748301 1.0950124441464968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 13 7 8 -1 -5 9 18 17 14 -9 29 -6 16 -8 -11 -2 24 -21 22 23 -22 25 27 -27 -4 -13 -3
right_child=1 3 19 4 11 -7 15 12 -10 10 -12 28 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.4369379359866765e-05 -0.00019199761506580597 -1.6825999358401817e-05 -0.000228511673154771 -4.9971583150280668e-05 -7.7835965111589851e-05 -0.0002567894316596433 5.2093843065472527e-05 0.00010735186294052903 2.5462098196235907e-05 -0.00017066643027044024 0.00085714635783405734 0.00014935968301244481 -5.7485630271141311e-05 -0.00014099308341903173 0.00054922456874709755 -0.00017897046238471171 0.00021960202475611234 0.0010689946117555949 0.00010498827972634565 -2.9671363477291381e-05 0.00058142394861006742 0.00043617620837309887 -0.00012863194044773378 6.6117734025702502e-05 0.00060960454634724568 -5.317153547390767e-05 6.6451519892965868e-05 -6.3619192158435325e-05 -0.00047885285661372851 -0.00010616862607737402
leaf_count=12551 2463 99863 6133 9440 4692 20329 6859 28491 7886 38247 97 262 4378 12354 257 1040 9109 47 4180 7341 570 1187 1534 1623 219 20967 12708 30231 1122 15751
internal_value=0 -0.0377386 -0.0690236 -0.0162185 0.0359546 -0.138328 0.0645951 0.060301 -0.10754 -0.135965 -0.168294 -0.117673 0.0891408 -0.0401746 -0.0488013 0.127565 0.149321 -0.173744 0.00550187 -0.0291224 0.0588236 0.178923 0.084712 0.216398 -0.0462885 -0.0489128 -0.00662887 -0.0919131 -0.366105 -0.030278
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 45034 38391 6333 32869 127968 4949 17008 15968 38294 6643 82513 12255 4914 3727 2193 70258 70039 33675 36364 1384 115614
shrinkage=0.000961169


Tree=2217
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 727 1049 583 126 583 395 689 261 550 639 965 727 858 924 747 1252 834 769 706 649 633 819 485 227
split_gain=47.3617 36.5143 48.4975 49.4954 44.6576 65.1192 43.0073 35.6818 36.9714 35.346 33.0932 32.7559 33.633 30.6539 30.1407 29.5711 29.3815 29.0164 28.8298 28.7153 27.1646 26.2609 25.9682 31.8448 25.7939 27.3745 25.3507 25.2149 25.0119 24.8839
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.4069177371033732 -0.55326332990463356 1.0000000180025095e-35 -0.55326332990463356 1.0000000180025095e-35 -1.1110989058077336 1.0000000180025095e-35 0.29966714842153758 0.11942102837874842 0.1463002810917281 1.0000000180025095e-35 1.0825608069246189 1.8999064755685127 1.6274895855248437 2.4192096387169548 -0.55738587327289035 0.53390540777970152 0.85558832110916161 1.0000000180025095e-35 -0.96673487256783863 1.0000000180025095e-35 0.52306328833348981 -0.9200524537769984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 10 4 9 -6 24 8 -8 11 14 27 -13 -10 -2 16 -12 -1 20 29 -7 26 -14 -24 -3 -26 -21 -4 -22 -5
right_child=1 6 3 19 5 18 7 -9 13 -11 15 12 22 -15 -16 -17 -18 -19 -20 21 28 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.8552586640198067e-05 4.5811396367917274e-05 -0.000138570044483051 -0.00011872625559241339 2.734380598938619e-06 -1.0181964806279739e-05 0.00034929013129736012 -2.2472797196110677e-05 -0.00012676226287271862 9.9949864540917359e-05 -1.1510441559887644e-05 6.9887593039348562e-05 9.2545047833850002e-05 1.9634473273562229e-05 0.00034786203309942684 0.00025977916625744398 -0.00012233468480024319 -6.6159967782469223e-05 0.00010948495757661187 -0.00017407811586704364 -0.00037916622979863954 0.00022949157659350343 0.00088321170520264266 -0.00015051971789408906 3.4869726361826771e-06 -0.00012892152925558136 0.0002448072143695353 9.4879621384802714e-05 -0.00033968527132858731 -0.00079729458461093566 -0.00012886522500531314
leaf_count=12551 16470 6191 29555 9168 18652 4131 2814 1805 3405 62084 16348 6260 10636 4047 2851 11228 12286 17008 566 909 204 171 20676 8904 1462 1794 4245 4581 158 70771
internal_value=0 -0.0345832 -0.041805 -0.0568966 -0.0352173 0.052857 0.0477735 0.125389 0.172356 -0.0513964 0.0151284 -0.0854694 -0.0492003 0.248471 0.08759 -0.0234872 0.0125572 0.0560078 0.263173 -0.108067 0.320128 0.0661516 -0.0744747 -0.109831 -0.0641793 0.0894115 0.0320166 -0.149245 -0.21594 -0.120481
internal_count=361931 332372 310854 251671 166407 23711 21518 12071 10266 142696 59183 80612 46476 7452 19321 39862 28634 29559 5059 85264 4493 5325 40216 29580 9447 3256 5154 34136 362 79939
shrinkage=0.000942322


Tree=2218
num_leaves=31
num_cat=0
split_feature=785 516 452 506 564 789 623 566 1367 720 650 921 930 924 854 797 1452 1452 1344 1310 520 696 797 866 909 648 990 1173 692 515
split_gain=21.5204 21.7436 27.8771 61.0004 33.1549 27.5287 25.1592 28.3465 27.6182 26.6515 38.0353 37.6219 36.103 31.9706 30.3593 40.7409 29.9136 28.2458 26.5515 29.3924 25.9846 25.5068 25.1383 28.7907 40.1691 25.6951 24.9701 24.6353 24.3786 24.3204
threshold=-0.86283290253235112 1.0000000180025095e-35 0.60725649753328859 -0.33605752069368178 1.4188032667957222 1.1248358748350926 1.9538269969423816 2.1059719136688364 1.5718264032714926 -1.0766812576247231 1.6923072129381651 1.0525743831388839 1.0000000180025095e-35 0.38785916688843908 -0.87473648844905705 0.63961785378869596 0.054107511653421626 -0.18157124906225561 -0.89330334548852963 0.39644257689055057 1.0000000180025095e-35 -1.2773354801455206 0.63961785378869596 0.5880156106821478 1.5107549997690735 1.8166789435549495 0.65656536832909496 2.2171027296622299 -0.59533830293834633 1.4353143596930875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 29 6 7 9 20 10 12 13 16 14 15 -11 17 28 19 -14 -9 -8 25 -24 27 -16 -13 -25 -3 -2
right_child=1 5 3 -5 -6 -7 21 8 -10 11 -12 26 18 -15 22 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00083129606755621868 -0.0012104567016442121 -0.00032586096360697273 0.0050252862424766103 -0.00057433068338432196 -0.0034461455876808812 -0.001358877098434999 -0.0099804505108547874 0.0080492718427277107 -0.0041233726249119808 -0.00060404040148291497 0.0053332741689908255 0.00054308395406045648 -0.007811061219544729 0.00033801382826070944 -0.0013540705296855703 0.0072091246495113925 0.0052237484146427154 -0.0054586453033375806 6.5440698644541589e-05 0.00085911606087392476 0.0019882264540446405 0.0027008477403706612 -0.0044137903518656988 -0.003044233870766945 0.0097040184408652246 0.0020325470729867525 0.0041832097162353647 0.021480076558044538 0.0055891503457532769 0.00036713352913939588
leaf_count=29559 80446 3359 4108 17725 10410 23724 330 1415 799 3876 3006 14182 1995 36554 51398 1403 3575 1122 8706 1090 4577 8053 10160 2348 550 4170 3836 76 1789 27590
internal_value=0 -0.0167967 -0.040851 0.0368006 -0.056345 -0.00183812 0.00852249 0.00181502 0.134072 -0.00515636 0.0606629 -0.0190212 0.0276074 -0.0359028 -0.0648774 0.0950141 0.126132 0.0307632 -0.0550304 -0.243067 0.184462 0.123819 -0.0791727 -0.173556 0.0226126 -0.0573274 0.0733618 -0.119892 0.100239 -0.0430565
internal_count=361931 332372 140279 21833 118446 192093 168369 159986 6791 153195 24642 128553 21636 110535 73981 5279 9845 6270 11791 3085 5992 8383 68702 13134 2974 55568 18018 2424 5148 108036
shrinkage=0.0185764


Tree=2219
num_leaves=31
num_cat=0
split_feature=785 181 727 837 567 1442 705 763 729 992 138 1355 263 128 1030 1246 968 21 1436 1309 401 900 971 540 592 444 500 671 597 930
split_gain=53.7431 38.6207 32.1374 30.72 32.7204 29.083 32.8864 28.4313 27.5664 28.5407 27.0108 26.6379 24.6951 24.5208 24.2518 24.0885 23.9182 23.8993 23.8896 23.6527 23.4907 29.848 24.8259 23.4237 23.3785 22.9016 22.7608 22.6466 22.315 22.1726
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.64384972645585192 0.98191358321475442 -1.2625182715263061 0.99715813669032338 2.1520364978346938 0.75637635299260908 0.6146227839635201 -0.016563660446407062 1.8622484740039453 1.6445160113075163 2.8224158231388636 0.99422031274767553 -0.77826464138659079 2.0695670359217271 -0.51252769393407926 2.5160119748016476 0.29878677988246938 0.66778437295061321 2.1273853924476502 -1.1517325699581826 2.9110317759397999 -0.59494694347224619 -1.030303753827398 -0.50032558916598968 5.6047752163038629 3.1596628491584919 0.59465156618139237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 24 5 25 10 13 8 9 16 15 -12 28 27 -4 17 20 18 -2 -19 21 22 -8 -22 -1 -5 -26 -7 -3 -11
right_child=1 12 14 4 -6 6 7 -9 -10 29 11 -13 -14 -15 -16 -17 -18 19 -20 -21 23 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00014865583061066546 0.0001280354857766864 -0.00010023907797895625 0.00013248775142042987 -0.00026392653830154748 5.173518230595073e-05 -1.1327301343781959e-05 -0.00081193946090626131 0.00036104984177608477 -0.000391466320670899 9.7557209431254119e-05 -2.1612241282615831e-05 0.00038731986887947429 9.089365186606949e-05 -0.00031489909724212992 -0.00018195751158482366 -0.00015945443807770444 0.00027642684796353579 -0.00023455564447769466 0.0016956867966936569 0.00022197195344580764 0.00014641014374522509 0.00033817947955570166 -4.9318544367286075e-05 -0.00039915953672715638 -0.00019371393063113363 -7.8852583111028155e-05 3.6846096929077892e-06 -0.00084661640177155126 0.00044107427037671631 0.00037766303898464936
leaf_count=2447 2503 66469 16011 4473 8329 132310 232 1199 718 3399 18157 664 3060 1497 997 18407 1279 2380 33 605 4621 723 13018 278 3308 46023 6796 135 291 1569
internal_value=0 -0.0373838 0.0589598 -0.0259658 -0.0751894 -0.0137092 -0.00124987 0.0656562 0.0511427 0.0612081 -0.0709664 -0.00447528 -0.0923941 -0.0159304 0.12209 -0.126724 0.0265884 0.00578361 0.168537 -0.138307 0.00736944 -0.0398005 -0.0640127 0.124153 -0.0206827 -0.0997597 -0.0662337 -0.0131819 -0.104642 0.207185
internal_count=361931 332372 29559 262552 58825 203727 160978 27036 25837 25119 42749 18821 69820 133942 17008 23928 20151 5521 2536 2985 18872 13973 13250 4899 12551 50496 10104 132445 66760 4968
shrinkage=0.000923845


Tree=2220
num_leaves=31
num_cat=0
split_feature=785 728 727 1431 852 727 923 497 993 908 727 1049 1077 647 590 968 815 783 576 1321 1452 930 374 846 1030 146 20 21 1051 695
split_gain=49.2938 39.6034 30.1198 28.6801 27.8587 33.2376 48.0383 31.5086 28.4062 32.8367 32.1184 28.4333 27.1608 26.7593 63.2139 26.3773 26.1662 27.8324 26.8589 26.0513 25.9286 25.0133 25.1128 24.0364 23.848 23.3967 26.9389 23.2686 33.4525 30.6546
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 1.461728259125324 -0.89727091510114898 -0.42487639646845682 -1.1275738623161491 -1.7276023283237012 4.2406324835638474 -0.87782724458594241 0.58895901036483078 2.0695670359217271 1.6638054002796892 -1.0732212767954836 0.66546334935299256 -1.1798994846903865 3.3900475580725948 2.1042721739608483 0.83501184199785239 -0.53268848306471728 0.99422031274767553 2.888475460910541 -0.37168563270387045 -0.13431221002227373 3.5926503781727646 -0.70721591321319732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 16 20 27 9 -6 -11 -10 15 14 -3 -13 17 -2 -19 -20 -7 22 -12 -15 -4 -25 -27 28 29 -8
right_child=1 13 24 -5 8 6 7 -9 11 10 21 12 -14 23 -16 -17 -18 18 19 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-1.7511997303207691e-05 -0.00018022760771564612 -7.2129262673242275e-05 0.00012700860614257696 -7.7441140342749675e-05 -6.5059919073790084e-05 -0.00032804003804911966 -0.00024920797218778832 9.5348262958251672e-05 -0.00041279923289122642 -5.7462568815585914e-05 0.00012942492437640135 -4.390488810028376e-06 -0.000730498823081047 -2.9378217826772149e-05 0.00040204416606940785 0.0001369590592658617 -0.00019382285228239902 3.2690635069474128e-05 0.00074488493228804409 0.00016968397769346401 0.00081866364677038385 0.00067072283683550606 0.00043059495757934944 -0.00011209507953075349 -0.00017905024472729018 -0.00025853055647572328 0.00089214671668933886 -0.00011478328416780612 0.00098595360506641356 -1.6771336885562743e-06
leaf_count=12551 2299 4821 16011 35150 3692 3650 2905 4622 916 2040 4725 98911 213 29774 1384 5158 1826 15754 315 3035 68 444 1364 63616 997 158 182 23197 116 22037
internal_value=0 -0.0345609 0.0578235 -0.0198754 -0.0103708 -0.0441072 -0.0749054 -0.0572493 0.0101895 0.110694 0.181876 -0.00113633 0.00165228 -0.0785257 0.0694098 0.00315995 0.0268529 0.0504551 0.0770708 0.250103 -0.331447 0.253881 0.217316 -0.090303 0.119048 -0.119501 0.461184 -0.0767878 -0.0241885 -0.031157
internal_count=361931 332372 29559 232437 197287 79824 56595 52877 117463 12265 8573 105198 104282 99935 6205 104069 23229 21403 19104 3350 3718 6533 6089 93730 17008 63956 340 48255 25058 24942
shrinkage=0.000905731


Tree=2221
num_leaves=31
num_cat=0
split_feature=785 181 837 277 567 544 1286 8 1463 942 59 1428 1429 428 678 597 1389 903 263 1460 63 1467 139 264 142 869 402 1464 974 1326
split_gain=49.7212 39.5328 29.4183 31.4223 32.1591 29.1462 28.5409 30.6819 30.4615 39.3744 24.2742 24.0779 25.3869 25.1441 24.0527 23.4682 23.3493 23.3182 23.2893 22.89 23.308 22.7524 25.4436 22.7369 22.6038 22.4838 22.3783 24.6569 22.3703 22.0632
threshold=-0.86283290253235112 1.0000000180025095e-35 0.64384972645585192 1.383899167819199 0.92516156521891413 1.0000000180025095e-35 0.78161905918100072 -1.3201780167189929 -0.043407658172389896 0.44633743931240322 1.7621890616334766 1.0000000180025095e-35 1.13172262110474 2.5310413608489593 2.9016603484412591 3.1596628491584919 1.5033496592295421 -1.558558972193381 1.6445160113075163 0.9504607190545632 -0.64169633322170971 -0.41259912630364309 -1.0330013613250195 1.0000000180025095e-35 -1.1002423157282424 1.041070318382423 2.3072461888407707 0.46787064418763252 2.7880706324053377 0.57316092139565111
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 24 19 10 -8 26 21 11 13 14 -2 -13 18 -12 29 -3 20 -1 22 -10 -24 28 -22 -9 -28 -4 -14
right_child=1 15 3 -5 -6 -7 7 8 9 -11 16 12 17 -15 -16 -17 -18 -19 -20 -21 25 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.609996524860671e-06 -6.3067636093578925e-06 -9.2579896403524999e-05 6.6936920681702166e-05 -0.00023602969941084205 6.408022937889905e-05 -4.506527410035714e-05 -0.00018749789130663379 1.3879636044324552e-05 0.00069283491497394234 0.00024275148918007777 -9.4412930767725863e-05 -3.2507942736409823e-05 0.00017153241097733491 0.00017401697994507575 -0.00039269474449137872 0.00043298627929815319 -0.00046806337542340488 -0.00022110460478309379 7.9440453411256699e-05 0.00024769980867792707 0.00015179117796462814 -2.9820081502066935e-05 -7.3023636469012431e-05 0.00022399676771168398 -8.4930920443991535e-05 -0.00027837474020613295 -0.00047339210852914416 0.00036756899222410136 0.0011578347237072542 0.0019636968504095124
leaf_count=9453 108096 66469 3113 4948 8236 8361 2580 21683 268 4928 8409 37590 154 2540 679 298 969 5096 3053 2709 8598 6130 1569 2248 42470 438 627 129 58 32
internal_value=0 -0.0348389 -0.0232737 -0.0715228 -0.0559656 0.0579696 -0.011269 0.0402884 0.0544162 0.127574 -0.0248802 -0.0187073 -0.0648402 -0.00166722 -0.0454003 -0.0905754 -0.147096 -0.222907 -0.0943629 0.0996505 0.0728411 0.0495056 0.173025 0.127055 -0.0824042 0.150212 0.00269002 -0.355381 0.108901 0.606488
internal_count=361931 332372 262552 58825 53877 29559 203727 40162 37582 15143 163565 154187 43551 110636 38269 69820 9378 5282 69522 21198 18489 10215 4085 3817 45641 9036 22439 756 3171 186
shrinkage=0.00087056


Tree=2222
num_leaves=31
num_cat=0
split_feature=785 728 728 647 590 1431 578 1134 1237 1362 771 846 146 20 1442 519 712 788 261 597 1218 714 803 791 861 768 930 745 1467 1025
split_gain=42.306 35.0647 31.6658 28.1473 64.9755 27.5616 26.0068 25.8591 26.4069 26.6848 25.3141 22.8817 23.5327 27.2071 23.4222 22.4529 42.2405 31.1307 30.8541 25.2396 24.6363 24.4422 44.5369 47.6676 46.6309 37.8928 36.3265 31.397 33.2696 29.1288
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 1.0099929608726099 -0.87905496296652397 1.0445639817206116 1.4298092310842805 1.8627633281097242 1.4820751525130569 -0.53268848306471728 2.888475460910541 -0.37168563270387045 0.2363784148266897 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.1596628491584919 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.3583939354643351 1.0000000180025095e-35 1.0191313245711819 3.2089320700182484 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 10 -4 8 9 -8 15 -5 -13 -14 -15 19 -17 18 20 21 -18 25 23 27 -25 26 -2 28 -23 -26
right_child=1 3 6 11 -6 -7 7 -9 -10 -11 -12 12 13 14 -16 16 17 -19 -20 -21 -22 22 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-0.00014162376733336873 0.00011677578223967931 -6.6277199693840161e-05 0.00023821282396833477 -2.5735284343598045e-05 0.00042515366275637739 -7.5246689472051098e-05 5.9579910259898191e-05 0.00022545818171127046 -0.00022983377976810011 -0.0003287847262003731 -0.00015883312774608453 -0.00010832543208208065 -0.00025989835108104341 0.0014509370345754478 -1.3948052704599773e-05 -0.00012855077917348808 -0.00021724045146286406 0.00025309287059265304 0.0001702952978852836 0.00019296561545184459 0.00014898687516020013 -5.6558932849546981e-05 0.00012360817784765358 -6.5557269334622214e-05 0.0001690293945615365 -0.00013068541385763343 -5.5244228769685749e-06 -0.00017552842003543356 0.00025949668471251369 1.8651219859424023e-05
leaf_count=3396 17790 4821 3407 29774 1384 35150 17557 2925 1545 729 4703 63616 158 113 69 3133 1976 4194 3130 2112 936 73776 6831 16708 8667 6202 22946 10298 1209 12676
internal_value=0 -0.0308322 0.0548963 -0.0722972 0.0797904 -0.0169992 0.0788306 0.0533419 0.0261632 0.0481574 -0.00767021 -0.0843993 -0.112968 0.470291 0.997423 -0.00382158 0.0765752 0.137948 0.045796 -0.0109593 -0.104623 -0.0141541 -0.0301233 -0.0406283 0.0258661 0.0290564 0.0523061 -0.0701219 -0.0545666 0.0903505
internal_count=361931 332372 29559 99935 6205 232437 26163 22756 19831 18286 197287 93730 63956 340 182 192584 13369 10236 6042 179215 2912 177103 130165 123334 38051 46938 40736 85283 74985 21343
shrinkage=0.000923845


Tree=2223
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 728 954 859 1134 1237 747 677 521 1470 982 913 85 1362 73 912 146 783 65 18 627 911 621 630 350
split_gain=53.6663 38.1455 29.6215 34.6795 32.6505 32.4386 29.2325 26.8533 26.2613 25.6492 29.8773 24.6789 24.9214 26.8499 23.7814 23.0642 23.039 22.8065 22.6229 22.2498 28.2566 23.3438 23.2691 23.2389 22.8328 22.4455 25.8654 22.168 25.3239 21.9385
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.49008176997875957 0.98873640907070304 -0.98545034728205338 1.0445639817206116 1.4298092310842805 6.1031850957970919 1.0000000180025095e-35 1.0000000180025095e-35 0.78209301887286675 1.7621802667917166 -1.0282579537198486 -1.3274107148674466 1.8627633281097242 0.92727673172575076 1.6442246313874156 2.7503861831498626 1.0000000180025095e-35 0.77605621623814935 -0.97694724628095508 -0.40003797886209019 -0.58353695814675033 1.8391229387079961 -0.061711438771753523 -0.57303265440660456
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 11 29 -1 -3 -7 10 18 12 -2 -14 -9 -10 17 -6 -8 21 24 22 -18 -22 -21 26 -24 -26 -29 -4
right_child=1 7 5 -5 16 8 9 14 15 -11 -12 -13 13 -15 -16 -17 19 -19 -20 20 23 -23 25 -25 27 -27 -28 28 -30 -31
leaf_value=-0.00012831550233361952 -0.00016644349277675802 -8.3054214062328486e-05 -7.7966720211210242e-05 -7.222362073552382e-06 0.00019653326439247765 0.00041990306406612925 8.7471614553141872e-05 0.00013595285470033828 0.00011928888881148887 0.00024399861318527455 -0.00020316171576408661 0.00054737809474323426 -0.00013207191312955275 0.00010571528172962779 -0.00018485231188938655 -0.00047167146783218185 5.5036355308436217e-05 -0.00020652709109324685 -0.0002455784913077635 0.00040546076971465314 0.00072689196480257411 0.00046431237784530798 0.0002167333733051475 -0.00047259411934141989 -0.00022734499493203973 -0.00011445448910242931 -4.6006971648987797e-05 -9.0654893749798511e-05 0.0013105501152924168 3.3975930909112212e-05
leaf_count=3396 32306 93974 10686 103001 733 1153 20343 4512 6164 3309 1683 169 5388 3504 1449 278 15772 5248 828 301 240 364 2198 110 5677 10093 4922 178 87 23865
internal_value=0 -0.0348984 -0.020485 -0.0330064 -0.0702467 0.0309821 0.0614847 -0.0780624 0.154464 0.0843585 0.0594319 -0.130474 -0.136555 -0.0338996 0.0697273 0.103593 -0.0339035 -0.169513 0.0807071 -0.0156413 -0.142181 0.00580468 -0.000897955 0.459833 -0.181684 -0.0565258 0.0359538 -0.214682 0.452075 0.0017753
internal_count=361931 332372 232437 190291 87290 42146 29559 99935 7595 26163 22854 41367 41198 8892 5961 6442 45923 5981 21171 39942 6593 33349 32985 350 6243 17213 7120 5942 265 34551
shrinkage=0.000923845


Tree=2224
num_leaves=31
num_cat=0
split_feature=785 470 395 203 1436 264 1071 657 192 728 1363 263 990 296 1036 944 1466 1309 1134 1237 1037 1393 488 577 1450 602 617 967 475 21
split_gain=44.3786 37.2603 41.6562 35.8715 29.276 28.567 33.3849 30.7427 28.5835 28.0867 27.3486 35.3332 27.1934 26.9387 25.6832 28.7522 28.3596 25.503 25.4099 29.7841 25.2605 25.0149 23.8615 23.7086 23.4577 23.2623 22.7096 25.8545 23.1119 22.7969
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.60428344764309971 0.38646845251715672 0.69084194168817237 0.72755686970153477 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 0.66115833724634121 1.09266583130301 -0.53895910145012016 -0.49291796627948531 1.4781763871474156 1.2962903438419942 1.0000000180025095e-35 1.0445639817206116 1.4298092310842805 -0.60489981398538839 0.038298123100908202 -0.85774039152567538 -0.9250398530534788 4.2167433909250827 5.6112180569669183 0.48776982928048135 -0.20575281925485042 1.0000000180025095e-35 1.5676574675808517
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 20 17 8 -8 21 -1 11 -10 13 -9 16 22 25 -3 19 -11 -2 -7 -16 -5 -25 -4 27 28 -22 -30
right_child=1 5 14 23 -6 6 7 12 10 18 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 26 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00013240427436153241 -0.00023240638141261056 -4.9531115849371719e-05 -1.9373527983470425e-06 -0.00044857411990680023 3.4302469643841481e-05 -3.778742981793667e-05 -1.9201862573255743e-05 -0.00074841247978649206 9.2601415460917598e-05 6.6302956596310089e-05 -5.9471676469020896e-05 0.00034706878902548559 0.00021502465320132248 -0.00022254084602263294 -0.00018746477651264079 0.00011411512339919035 0.00020877851004091769 1.3673432548783998e-05 0.00023507042629896058 -0.00021054597552596095 -4.5556490124599918e-05 7.9199997166805438e-05 -5.4934574097447329e-05 -0.00018606268815068189 0.0012258178566024113 -0.0012654057531903224 -0.00021215502324993337 -0.00013674331276087968 0.00020256233857847075 -0.00058047689139692634
leaf_count=3396 11052 95123 28169 5218 8422 14979 6252 533 5665 21171 2115 2722 286 1044 8646 3540 2558 35166 3309 1683 9648 12598 39784 14898 47 64 8257 11644 3694 248
internal_value=0 -0.0348516 -0.0646256 -0.118458 -0.0880304 -0.0144636 0.0286709 -0.0893715 0.0548539 0.0528056 0.143537 0.194608 -0.317948 -0.42705 -0.0336083 -0.06576 0.01686 -0.0326415 0.0752679 0.0504771 -0.119716 0.0183963 -0.0814709 -0.247727 -0.190356 -0.0051561 -0.0871931 -0.0534556 0.0181107 0.175741
internal_count=361931 332372 155889 73128 52965 176483 46194 8115 38079 29559 10502 8387 1863 1577 82761 51970 30791 130289 26163 22854 44543 27577 48430 20163 14945 28233 33491 25234 13590 3942
shrinkage=0.000923845


Tree=2225
num_leaves=31
num_cat=0
split_feature=470 464 115 43 1454 1449 1453 1462 1469 458 760 1466 1392 825 799 1464 1452 1470 1457 1466 1306 1374 1469 846 1452 1450 1449 1449 1461 21
split_gain=22.6487 37.1404 27.6715 24.6507 29.3282 25.0756 28.1049 29.4734 29.4302 23.7005 22.2863 21.7638 21.2101 21.7986 24.0778 23.419 39.6235 33.6968 34.5767 32.5638 30.0666 26.2252 25.87 25.7936 23.9417 23.5993 27.2559 24.7456 43.6183 22.6449
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3947035982071894 1.0000000180025095e-35 -0.80169152520006459 -0.28903415273037497 0.32774520349467018 1.0119550964254083 -0.83850545498565088 3.1110272050832855 1.0117174711156183 0.77995716001212811 -0.31509801393811826 -1.3782055633747541 0.48608887991290289 1.5993600128483978 0.39976317982519466 -0.77902805175453904 0.18998039427901892 0.019481231302653043 0.58313107603469527 -0.37996069266229782 -0.76375771592797415 -0.38281705142843375 0.50143181815562798 -0.64336475143025185 -0.62402328821668474 -0.27114888714012447 0.14818151019492634 -0.32341995197817647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8 10 -5 -4 -2 -14 15 16 -15 21 20 24 25 -18 -21 -24 -20 -19 -27 28 29 -28
right_child=12 -3 11 9 -6 -7 8 -9 -10 -11 -12 -13 13 14 -16 -17 17 18 19 22 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0045195180854722631 -0.00043374966547993064 -0.00010529209771451827 -0.0068639000488740073 -0.0029505382620286587 -0.00046417499461981552 -0.0078756473355944857 -0.020723821814360038 0.025485752456459461 0.012461409918845614 0.013300344027855222 -0.0096808161230392421 0.0016216874484467605 -0.0014050317058112655 0.00079410032432195889 0.0032280466100543391 0.0031743470557544047 -0.0068020848237387074 -0.0059162683936611789 -0.013579821229588635 0.0045070161502376626 -0.0094882948677872947 -2.2740932985845911e-05 0.0057359575237765697 0.027348055563720403 0.0017782135333943804 -0.0045716605804622919 0.0013383888137305402 -4.4110490985017855e-06 -0.0085759211834047465 0.015712850138201281
leaf_count=3345 92409 89765 7350 11971 49499 3458 91 70 574 164 2845 1447 11943 60365 6188 4977 3309 1345 232 692 1109 1490 158 179 1635 1471 293 2698 261 598
internal_value=0 -0.0339464 -0.0808812 -0.0665549 -0.0446765 -0.214419 -0.0647528 -0.179841 0.423168 -0.182469 -0.200384 -0.265265 0.0034421 0.0247583 0.0354259 0.0256285 0.0159075 -0.0820135 -0.0149493 0.181218 -0.0917464 -0.233869 0.463738 0.903842 0.00271871 -0.0449544 0.0178541 0.110204 0.369958 0.58051
internal_count=361931 170579 80814 72017 57037 7538 4080 3415 665 14980 14816 8797 191352 98943 87000 80812 75835 15470 10671 2896 7775 4799 1029 337 1867 6666 5321 3850 1152 891
shrinkage=0.0197134


Tree=2226
num_leaves=31
num_cat=0
split_feature=1423 785 424 634 1303 131 418 153 120 195 1040 563 564 11 905 833 21 602 1453 497 651 1460 1 365 1052 419 567 909 1467 496
split_gain=22.1284 22.6993 21.8705 25.8826 22.052 23.4218 23.4404 23.6045 27.2096 22.1506 21.814 21.6111 21.549 21.9647 21.5315 21.5235 21.327 22.0219 30.8497 24.5296 25.5059 25.5712 23.7556 25.7275 23.2672 23.9634 24.7006 21.1241 21.0765 28.0478
threshold=1.0000000180025095e-35 -0.86283290253235112 2.0951681415121222 -1.4633758119780882 1.7160994611581364 -0.37314326152536875 -0.70791413270689219 -0.91068974075750087 1.0000000180025095e-35 0.69976010066948824 -1.5692232491112013 1.1194466211048912 2.2142969700021453 -0.24629239320278953 1.5811518635851918 0.86612929090896484 -3.2545899522946695 1.0000000180025095e-35 1.257127198603895 -1.7844408769077851 1.0000000180025095e-35 4.3333648789328931 1.4992786061584547 1.2102225655224725 -1.3237308936282886 -0.15622627783073503 0.26778402343376395 0.9119020701661501 -0.42189260964277353 0.096520999664952201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 -4 5 16 11 8 -8 -10 -9 -7 13 14 -1 -15 -2 28 19 -19 21 -21 -22 24 -24 -26 -27 -11 29 -18
right_child=2 -3 3 -5 -6 6 7 10 9 27 -12 -13 -14 15 -16 -17 17 18 -20 20 22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0014809037262642751 0.018626168895290424 -0.00019216985153426656 -0.014059426254208531 0.0049351160042119657 -0.004858522505642943 0.0024982080737006142 0.00632904888501723 -0.01306145662786551 -0.006092177532168422 0.0023140315914502328 -0.0012473165091548054 -0.0049051439938021342 0.0054259700891228658 0.002753200362968289 0.0068404119960595432 -0.0018006235132048483 -0.0056575357150374737 0.020904035894682219 0.0057140095118452519 -0.00071530539291785814 -0.0062826418085626433 0.034926810282015497 0.039897549989290612 0.031436554213649305 -0.015970929593788426 -0.0031536833446682345 0.035294964021753875 0.040369652174615488 -0.0064060462572585767 0.0039559477868986639
leaf_count=8246 85 262718 312 2383 4738 8403 2146 476 1104 118 27105 1020 2191 10805 665 2443 2700 117 1161 8522 4462 35 34 76 214 140 52 32 7601 1827
internal_value=0 -0.00302106 -0.0507674 0.174295 -0.0590101 -0.0483921 -0.0145491 -0.0474826 0.150546 -0.155924 -0.0699172 0.0864788 0.0601846 0.0402253 -0.0437252 0.0958708 -0.112784 -0.118327 -0.060374 -0.0983399 -0.108487 -0.0246829 -0.253036 0.264406 0.0155485 -0.161406 0.456475 0.642632 -0.2215 -0.0576245
internal_count=361931 287068 74863 2695 72168 67430 40404 30981 3400 1254 27581 9423 24350 22159 8911 13248 27026 26941 14813 13652 13535 8557 4978 516 440 406 192 150 12128 4527
shrinkage=0.0201077


Tree=2227
num_leaves=31
num_cat=0
split_feature=470 257 56 678 330 1382 809 1466 426 1430 806 1451 1323 810 996 785 125 1065 982 184 785 185 705 1470 292 841 330 182 189 1436
split_gain=40.5302 57.0041 40.5357 35.4222 37.487 35.7951 32.9922 31.118 29.7787 27.2353 32.4555 46.8568 27.1094 29.249 37.0069 27.865 27.7278 26.8856 28.3936 26.5176 27.9404 27.6393 26.0981 26.0403 33.286 25.6215 25.5144 30.7325 24.9781 24.9747
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.44542865074340127 0.081171891487753292 1.6518864604429058 0.51364500316626394 -0.76766706532187956 1.4660437873930479 0.53322213276968733 -0.0066164517430368063 -0.76788633206863777 -0.65819684525605759 1.0565563832172893 0.58460966528228819 1.5320262332576917 1.0518754624258557 0.0084812709206378619 1.0000000180025095e-35 -0.86283290253235112 3.1373421979546916 1.1384931084456864 -1.2008461188180046 1.0822039450126952 1.1672291848996961 1.0000000180025095e-35 0.80071687052116158 -0.69348768723690357 1.5601477112223734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 25 12 -6 8 19 -4 10 -9 -12 16 14 17 -16 -5 -14 -19 20 -3 -22 -15 24 -1 -2 27 -25 -13 -29
right_child=3 7 6 4 5 -7 -8 9 -10 -11 11 28 13 22 15 -17 -18 18 -20 -21 21 -23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=6.9676922925917116e-05 -2.3544164656204944e-05 0.00014984853565871531 -0.00023440654195370182 -0.00011872026742134741 2.1100861114218151e-05 0.00016438784917742076 0.00070026893326150333 -2.5024537861045412e-05 1.1848598308789242e-05 0.00029123855753885398 -4.8479924173910388e-05 6.3714188861814744e-05 1.9657049464865328e-05 2.2319316073796247e-05 -0.00031286761896169948 0.00026900365933452721 0.00013856902422291865 5.5760705065189316e-06 -0.00037965739301122799 -9.2217090923136453e-05 -2.8991691099932951e-05 0.00060328645871999143 0.00015534552132724161 -0.00033325877145747279 -0.00037471741242005205 -0.0001319028954820476 -0.00012386106951554128 -0.00014194346255540636 0.00056743190244882462 0.00052213072114523087
leaf_count=5119 77543 3894 4294 14166 15789 10833 239 10898 14854 1611 1712 525 15466 32411 2504 319 1831 1345 1347 28525 40996 245 6571 14623 1046 11227 35814 4696 1225 263
internal_value=0 -0.0552075 -0.112211 -0.00557636 0.0201748 0.0869589 -0.0166988 -0.0197023 -0.0302227 0.0671205 0.0342061 0.21405 -0.00451841 0.0145342 -0.0467141 -0.264337 -0.0902565 -0.0123803 -0.199105 -0.0403536 -0.00854753 -0.0264613 0.0497045 -0.151471 -0.00435536 -0.0403382 -0.174576 -0.269713 0.448961 -0.0989353
internal_count=361931 170579 80948 191352 102582 26622 19387 89631 19148 15971 14360 3462 75960 59963 20981 2823 15997 18158 2692 73660 45135 41241 38982 61561 6165 88770 55396 19582 1750 4959
shrinkage=0.000923845


Tree=2228
num_leaves=31
num_cat=0
split_feature=785 728 1431 728 647 590 666 519 690 1049 382 714 803 791 861 768 650 993 212 981 354 862 908 745 934 1324 426 645 705 21
split_gain=55.5415 40.352 32.0872 31.715 28.5503 65.8642 27.0952 29.6308 41.3861 31.3746 30.8959 27.6749 41.9057 51.8543 48.1601 38.0775 37.5484 33.8986 33.7166 30.8416 29.7518 31.0685 31.3287 29.7432 28.7748 28.1412 28.1042 27.6425 27.0595 26.6608
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 2.2575337098986954 2.1420547332082829 -0.55036963499547997 1.285893796353293 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.4582606246804526 2.1314615550283826 -0.89727091510114898 -0.55971853496820956 1.3608075230447352 1.3851549945161543 1.0000000180025095e-35 0.73554732968959546 1.0191313245711819 1.0000000180025095e-35 2.0883641899847656 0.86906712438610501 1.0999280683389623 -2.1250598757236046 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 5 -3 7 11 -9 10 -10 15 13 17 -15 16 24 20 -16 23 21 -13 -23 -19 28 -26 -22 -17 -2 -5
right_child=1 4 -4 29 -6 -7 -8 8 9 -11 -12 12 -14 14 18 27 -18 19 -20 -21 26 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.000134875779871878 -8.9609911998241035e-05 -7.3056339860394317e-05 -8.3155171285797245e-05 7.6254066376521316e-06 -8.4996605633495378e-05 0.00042053384905642549 0.00010732108523428996 -0.00010923179877290695 0.00028976614595565051 -0.00011177902031310627 6.1301662211940653e-05 -0.00015707065277271884 0.00011109362499220397 -7.3692291477574755e-05 -5.3872895163880252e-05 -0.00021421417162513447 0.0003089102923645466 -8.9946697882438696e-05 0.00012626017154153629 1.1246958428697065e-05 0.00021549997170467302 1.7168656864972912e-05 0.0004375652040610505 -0.00022473737094210933 -3.880747630291893e-05 0.00037597744504155249 0.0010910753043825493 0.00018594586300829026 0.00012087247707065363 0.00013468232002410345
leaf_count=3396 3353 4821 35150 11132 93730 1384 6806 3559 4256 1541 4074 3324 6596 16822 6208 4805 1992 58310 15073 10418 897 2992 919 8568 20463 662 174 844 14631 15031
internal_value=0 -0.03554 -0.0207308 0.062378 -0.0798623 0.072874 -0.0106796 -0.0159876 0.0758202 0.142007 0.191657 -0.0243435 -0.0413149 -0.0513405 0.0178441 0.0217167 0.0438999 -0.0821093 0.0836419 -0.096594 0.0566924 0.00501271 0.132356 -0.115166 0.0286687 -0.0269846 0.418028 -0.158354 0.092785 0.0861767
internal_count=361931 332372 232437 29559 99935 6205 197287 190481 13430 9871 8330 177051 130301 123705 38103 46750 41101 85602 21281 77296 8306 7235 3911 66878 39109 21125 1071 5649 17984 26163
shrinkage=0.000923845


Tree=2229
num_leaves=31
num_cat=0
split_feature=785 728 544 784 1022 1016 921 747 859 647 590 677 521 846 146 20 982 1460 1442 913 85 730 783 934 603 660 8 514 516 1388
split_gain=44.9948 39.1474 29.9442 28.6351 33.6863 32.7261 31.6795 27.165 26.854 26.7738 63.576 24.3252 26.4614 23.906 23.2695 26.8686 23.1867 22.8221 22.6976 22.6611 22.8149 22.3376 38.9006 28.552 24.8263 27.0965 24.3436 24.2369 23.851 26.9406
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 6.1031850957970919 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.53268848306471728 2.888475460910541 -0.37168563270387045 1.7621802667917166 0.9504607190545632 0.2363784148266897 -1.0282579537198486 -1.3274107148674466 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 -1.2333678053292487 1.2394703555346365 1.0000000180025095e-35 -1.1146441968703631
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 17 4 5 7 21 11 -8 10 -3 -2 -13 -11 -15 -16 -10 -1 -17 20 -7 22 27 24 25 -23 -27 -5 -24 -30
right_child=1 9 -4 6 -6 19 8 -9 16 13 -12 12 -14 14 15 18 -18 -19 -20 -21 -22 23 28 -25 -26 26 -28 -29 29 -31
leaf_value=6.851881714583671e-05 -0.00016999816549925306 -7.4853035525093619e-05 -5.3298368385081002e-05 4.835541912547284e-05 -5.2548420626513205e-06 0.00020898685439592495 0.00044013096832838818 0.00060664898823911261 0.00012380919528209939 -2.9191071465818359e-05 0.00042996000432558162 -0.00013518514015807773 0.00011048636276493025 -0.00011680462688072211 -0.00027319795788377841 0.0014878537454718352 -0.0004923117155196141 0.00027191481186916424 -1.1367899863880765e-05 -1.2020105636507789e-05 -0.00021084719099650465 0.0001570826928046181 -0.00018556949090998349 -4.9160413579652706e-05 -6.4165713653395297e-06 -0.00040415733505306454 0.0006294022908219126 0.00039153935243089631 -0.00036112294288390167 6.954610759606734e-06
leaf_count=18489 32306 4821 8361 6880 103001 733 1153 169 6164 29774 1384 5388 3504 63616 158 113 278 2709 69 39942 5248 2134 6979 3732 1982 118 979 1041 1167 9539
internal_value=0 -0.0325878 0.0557617 -0.0179804 -0.0302989 -0.0670265 0.0326354 -0.127357 0.15467 -0.0763348 0.0717066 -0.133744 -0.0322967 -0.0881284 -0.117269 0.462123 0.103189 0.0980757 0.985281 -0.0306192 -0.165258 0.00375723 -0.0296059 0.0958628 0.196342 0.302848 0.560923 0.0973599 -0.0870224 -0.025813
internal_count=361931 332372 29559 232437 190291 87290 42146 41367 7595 99935 6205 41198 8892 93730 63956 340 6442 21198 182 45923 5981 34551 25606 8945 5213 3231 1097 7921 17685 10706
shrinkage=0.000961169


Tree=2230
num_leaves=31
num_cat=0
split_feature=728 1431 1087 837 526 1452 631 1188 1470 907 21 810 889 878 1454 608 219 501 1470 1 1430 800 359 404 1390 1470 362 902 759 1186
split_gain=22.6266 21.6011 23.0733 29.2765 29.0225 27.3903 21.5854 22.104 21.5289 23.3615 22.0561 21.3231 41.1466 36.7129 28.2639 25.873 33.0682 31.7972 26.3621 25.1807 25.0864 24.7845 26.2493 24.6183 23.9793 22.969 25.8413 28.6125 22.7084 22.6559
threshold=1.0000000180025095e-35 1.8641952677858011 1.0000000180025095e-35 1.721223416621555 2.3757057381457001 0.70902136653063086 -1.6905606907784125 1.7665110456065378 -0.30990328558115199 -0.8688728068362227 2.7023039193162686 -0.65819684525605759 1.3149075955530187 0.66426471340353599 -1.0640499357927207 0.66665475971017707 0.25099281354729402 0.29104982888174952 -1.3782462404802098 0.02380975246434661 0.54622893720785959 -0.57812715656594349 -0.86944913813320956 0.76881834321921005 0.43473142081759508 0.29719935299617245 -0.53724183379410251 -0.38951490707408681 -1.6914202310755966 -1.1701195261910098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 11 -4 -3 -8 9 -7 -10 12 13 20 -13 17 18 21 -17 -15 24 22 -16 -23 25 -1 27 -27 -18 -22
right_child=-2 6 3 -5 -6 8 7 -9 10 -11 -12 14 -14 19 15 16 28 -19 -20 -21 29 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00031793459277540311 -0.00088016568714027678 0.02456865410074905 -0.00095335574084707327 -0.0045132826715116921 -0.0032776228082226511 0.0066611442750015744 -0.002959370185740428 0.008415449647964833 0.005775040091819947 -0.0013405518512062083 -0.032455744237918763 -0.020995182883106284 0.0027260900344869151 -0.0016287892491431519 -0.0016591285503208635 -0.017330527800466754 0.023900731703239069 -0.0013039734631225955 0.0010684993233230152 -0.0061371611528037197 -0.0086765992172721535 0.00082540698300380541 0.0032802069851421952 -0.0016327210186059162 0.0015930868148934696 2.3513024471146894e-05 -0.0012241670219088436 -0.0093506574891624519 0.0040118571770927725 0.0032752620354961114
leaf_count=16761 109090 75 42179 4967 6634 897 10916 437 2733 3837 28 179 7829 7996 2923 151 103 21758 17077 3325 363 48354 12405 12126 8092 942 5097 2138 7497 5022
internal_value=0 -0.000818092 0.00315448 -0.0387178 0.0146749 -0.0230744 -0.110527 -0.120052 0.100083 0.0111073 0.259541 0.0191092 -0.0146172 -0.0371189 0.0363922 0.0374945 0.0969326 0.0194788 0.0443433 -0.141035 -0.00426732 0.0401261 0.118464 0.0188214 -0.0277394 -0.0605746 -0.157044 -0.314835 0.208818 0.126533
internal_count=361931 252841 241413 54641 186772 49674 11428 11353 7495 4734 2761 180138 57565 49736 122573 122394 24828 97566 17228 11321 38415 75808 15328 60480 33030 24938 8177 3080 7600 5385
shrinkage=0.0205098


Tree=2231
num_leaves=31
num_cat=0
split_feature=785 181 1286 8 804 1463 678 59 727 1361 884 1454 427 685 910 498 562 322 1470 710 1468 769 1400 120 1374 771 472 368 146 597
split_gain=42.5466 36.6955 28.9406 33.9298 33.7664 40.0802 36.8269 28.8958 28.6039 27.6821 38.1242 31.573 27.5166 29.8756 27.3237 26.4321 25.7993 24.7971 27.3381 28.6103 25.697 25.9976 25.1987 24.6775 24.6529 29.259 27.3408 24.1189 27.0092 23.9578
threshold=-0.86283290253235112 1.0000000180025095e-35 0.78161905918100072 -1.3201780167189929 0.45538871002063286 -0.11337658786490251 1.6243751288565669 1.7621890616334766 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.77574368866889332 -0.60706248525251094 1.0165023615855489 -0.86973410511082572 1.8624117431693454 0.46002108078389231 1.0000000180025095e-35 -0.3493255348394198 2.3971962946690604 1.3991069528470244 0.95786341055217528 -0.72918740576315499 3.5559217545737982 1.5927508501921366 1.6852846831943531 1.3745030404662117 -0.33700753681653617 -0.37819901611550827 3.1596628491584919
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 12 6 14 9 -1 10 11 -2 15 -14 -6 -5 -8 18 20 -20 21 22 -13 -9 25 -12 -26 -23 -29 -3
right_child=1 29 3 4 5 -7 16 23 -10 -11 24 17 13 -15 -16 -17 -18 -19 19 -21 -22 27 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-2.2420341772791765e-05 -0.00030239641557332583 -8.5530965555486737e-05 -0.00019766389132740955 -0.00014089383455332297 -0.00030321823386849088 0.00022727981606719544 -0.00072129766859545784 -0.00014540785000352372 0.00010226657817897833 -7.4722499674803235e-06 -2.1413368203725342e-07 0.00032014587037834029 5.3855159755409061e-05 -0.00019025714873479604 9.2297132997255679e-05 0.00030266381555348802 0.00043014156989819985 -0.00019696904571402682 -0.00015070908649695013 0.00043117207426869038 -0.00028677957612545824 5.279598019311187e-05 -3.8691679800014538e-05 0.0026079963256002638 -0.00011072603657676923 -0.00045211724471588106 -0.00068284292598939748 0.0012489698131498827 0.00032792326362334666 0.00046660571840669935
leaf_count=12551 6388 69522 3417 8164 877 6329 389 12649 17008 110749 39314 1245 20644 2868 6796 575 84 12644 11989 437 1223 702 5686 35 7313 606 578 358 493 298
internal_value=0 -0.0350411 -0.0239066 0.0231661 0.0369372 0.121073 0.0211554 -0.0360035 0.0508658 -0.0299078 -0.0629168 -0.13073 -0.00393042 0.0331467 0.0576497 -0.116212 -0.544516 -0.100858 -0.0535666 -0.136709 0.0465414 0.094848 0.031416 -0.153245 -0.0261606 -0.0072317 -0.157463 0.407089 0.718067 -0.0887521
internal_count=361931 332372 262552 50143 46726 14475 8146 212409 29559 199725 88976 41165 32251 23512 7673 8739 473 34777 22133 12426 9707 8484 6931 12684 47811 39920 7891 1553 851 69820
shrinkage=0.000923845


Tree=2232
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1437 60 625 942 620 767 651 12 1367 43 611 912 1449 1454 1454 1468 1463 1467 139 1450 1451 1460 1467 1466 1467 915 1458
split_gain=22.3679 44.3641 35.2568 22.1491 24.9199 23.9909 21.4471 21.3464 26.539 24.7297 30.9737 24.5344 23.9356 22.0501 21.1902 21.4677 28.7415 26.6112 42.4868 24.0625 30.9135 25.8526 23.0708 29.3108 29.4199 32.0593 29.9582 27.2835 25.677 24.0579
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 0.72713696786055593 1.0000000180025095e-35 1.7319634811773124 3.1241105236897999 -0.28959903995613662 -1.8450764614478219 1.1107569744011787 -0.20534477604334914 1.0000000180025095e-35 1.0000000180025095e-35 1.8745604215353051 2.3933059664898395 -0.26335427453405108 -0.934017357391003 -0.91909735138557946 0.74910709165279876 -0.35712189954075529 -0.55255913208102625 -0.26918300516147037 -0.20594505553673845 -0.12552025735350386 0.74209976395475563 -0.22023664855122008 0.31659419230670083 1.2299399009117524 -0.38611534992335655 0.12934318160464789
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 8 -2 12 -11 -12 -10 -13 15 17 -17 18 19 20 -9 -21 -19 28 25 26 -25 -26 29 -24
right_child=7 3 -4 -5 -6 -7 -8 14 9 10 11 13 -14 -15 -16 16 -18 22 -20 21 -22 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=0.0015838643619660812 -0.0059147537399245722 -3.7173404254823729e-06 -0.0018143021021174478 0.0010491267536886426 -0.002502373020319559 -0.0035219046188384472 0.0076837731824508379 0.023243410188472167 0.0011948700911728598 -0.0035912598541336317 0.0040907938209199975 -0.0021235011453512864 -0.00073407151313371064 0.016969409374907648 0.00480064471797805 -0.006499136955179112 -0.0007281581628634286 -0.0006876239815847454 0.015093239684589331 0.0034772402020752402 0.0032756262369557088 -0.0093745936605927338 0.0025681305464644857 -0.00093762881574920942 0.0058776913743085763 -0.0042202449497837791 0.0067844522403695574 -0.0081263318713442074 0.00060439626572720835 0.0081809366647823678
leaf_count=4504 1245 55132 70184 19710 10210 3915 451 102 56424 4595 1893 2474 13765 95 1181 1548 57327 31518 385 558 1046 561 4229 3921 1405 3979 899 237 6958 1480
internal_value=0 -0.0331795 -0.0844121 -0.00179628 -0.0227661 -0.00653194 0.00442091 0.00399443 0.0314934 0.0358734 -0.0714383 0.0507143 0.0500889 -0.0845877 -0.0158301 -0.0190407 -0.0493985 0.0123826 0.237567 0.101811 0.327966 -0.156707 0.00169581 0.0550262 -0.0323347 -0.0866505 0.0334716 0.226779 0.128169 0.237994
internal_count=361931 164106 74688 89418 69708 59498 55583 197825 80491 79246 9057 4462 70189 2569 117334 116153 58875 57278 2652 2267 1148 1119 54626 23108 10441 8799 4820 1642 12667 5709
shrinkage=0.017505


Tree=2233
num_leaves=31
num_cat=0
split_feature=785 519 727 728 869 921 783 382 126 583 1022 395 689 1049 550 140 639 834 769 924 728 858 965 188 1252 706 649 747 21 1122
split_gain=43.9648 34.5834 48.1521 40.8118 43.0035 39.5772 65.6575 37.2429 34.4891 32.2804 31.627 32.5363 32.5479 30.7068 29.1007 29.0193 28.7504 28.6293 30.1328 28.1667 28.1659 27.5718 27.4543 27.3887 26.8856 26.7231 27.6584 25.8897 25.607 26.2486
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 -0.55326332990463356 2.6552641023399333 1.0000000180025095e-35 -1.1110989058077336 1.2334500886949249 0.29966714842153758 -0.38614692990375338 0.11942102837874842 -0.55738587327289035 0.53390540777970152 1.8999064755685127 -0.49008176997875957 1.0825608069246189 0.1463002810917281 0.56595263301418985 2.4192096387169548 0.85558832110916161 1.0000000180025095e-35 1.6274895855248437 1.0000000180025095e-35 0.79579885031402708
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 3 25 9 5 8 -7 13 10 14 11 -5 -13 23 -2 -12 22 -14 -19 -6 -1 27 -11 -4 -21 -3 -27 -8 29 -22
right_child=1 2 7 4 19 6 21 -9 -10 16 15 12 17 -15 -16 -17 -18 18 -20 24 28 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0001372612690063883 4.68688618494413e-05 -0.00015033564223566103 0.00022992102622703645 -0.00014798213165631604 -0.00010959711000103622 -1.212098751878817e-05 0.00036114590253120895 1.1896528122164149e-05 -7.7600195075843282e-06 7.0052270302750031e-05 0.00073858289806141787 9.3843254749296747e-05 2.4972731142707068e-05 -4.8719149533979145e-05 0.0002657307783718953 1.8896047978276317e-05 -0.00012612470003344571 -0.00015877587336598611 -1.4958927046959872e-06 3.7958877822579483e-05 5.0266910561717657e-05 -0.00017183492758585735 -6.6865838808012162e-05 0.00059725431324367511 0.00093597727883577028 -0.0001372734463338092 0.00025375904369120766 -0.00020007698710113855 0.00013504433658060791 -0.00021100839194934377
leaf_count=3396 16470 6191 4201 33669 79939 18652 4131 5700 62084 16348 372 6206 10524 1200 2851 658 11228 20381 8802 5154 9068 566 12286 970 171 1462 1794 362 15031 2064
internal_value=0 -0.0306885 0.0494899 -0.0377343 -0.0516129 -0.0313956 0.0515795 0.131673 -0.0466564 0.0145227 -0.0803784 -0.0865147 -0.0501328 0.238376 0.0861402 0.284794 -0.0236466 -0.0752878 -0.11284 -0.0994509 0.0566383 0.263057 0.0118982 0.30747 0.0733784 -0.0689944 0.0874403 0.318858 0.0791431 0.00262965
internal_count=361931 332372 21518 310854 251671 166407 23711 12071 142696 59183 80612 79582 45913 6371 19321 1030 39862 39707 29183 85264 29559 5059 28634 5171 5325 9447 3256 4493 26163 11132
shrinkage=0.000980392


Tree=2234
num_leaves=31
num_cat=0
split_feature=1442 821 407 871 21 1454 1469 1452 1466 1106 810 551 1462 1462 1458 1451 1470 1027 21 1464 1459 1451 1467 978 1449 836 1467 1456 339 1459
split_gain=22.2451 28.8761 32.381 30.9536 37.1283 34.4552 40.0162 43.2036 41.9478 33.6037 32.248 40.0457 31.7529 53.8694 37.0595 41.2337 32.8614 69.1595 33.5426 33.4407 31.5101 29.9034 29.6428 28.8891 28.1659 27.6416 27.7002 29.1806 27.501 27.3813
threshold=-1.2625182715263061 -1.0305144854359449 -1.2965003005540392 2.4008401756919917 -0.32341995197817647 -0.91909735138557946 -1.1256941366283033 -0.18157124906225561 0.10938426410252901 0.23353874424696505 -0.65819684525605759 0.84485483037156739 -0.19274214021374381 -0.14314434988924038 1.1037714186769987 1.0127412325901599 0.61257734706231515 1.0000000180025095e-35 -0.70163543588998201 -0.065515111140320159 -0.20658587490550656 0.68572455544445909 1.1827435074078039 -0.97693012541416047 -0.36584730105349633 2.2219971296421517 0.66398597132623582 1.6651900077780224 0.51440846954690223 0.79663687415197149
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 22 4 5 20 28 -8 12 -10 -6 -12 16 -14 15 21 19 23 -19 -9 -4 24 -3 -18 -15 26 27 -26 -7 -22
right_child=1 2 3 -5 10 6 7 8 9 -11 11 -13 13 14 -16 -17 17 18 -20 -21 29 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00094729094971372719 -0.0010906654228758257 -0.0022697124463030753 0.0021879115044653847 -0.0030634657992664638 -0.0007731789975955369 0.0024330093443342519 0.0017343526592524595 -0.0071502041895692026 -0.0007237071682512019 0.0053198774718831695 0.00016466182300415138 0.0028707606479904282 0.037599484040889523 0.0025003595064027307 0.0090645484566774757 -0.014883691499566622 0.015266568794011318 0.013254265259952377 -0.0025613689828651491 -0.001363978203470265 0.014203146981934704 0.012677313003056018 0.0031915244730199893 -0.0086799494309986319 -0.011000611702191498 0.03290345681398972 0.0079632597846620717 0.0076908985478456654 0.008215431795037826 -0.0093955307240503466
leaf_count=81122 54452 20084 1540 6870 55321 7842 24065 5622 3877 2697 72459 11040 74 1616 628 390 132 734 385 2999 849 279 2318 1174 1348 30 214 169 1499 102
internal_value=0 -0.00224514 0.00758437 0.0152877 0.0194953 0.065888 0.0547168 0.0263154 -0.0458544 0.0970363 0.000131047 0.0276861 -0.112347 0.035474 0.00670389 -0.076298 -0.183642 0.0496274 0.432466 -0.252948 0.319309 -0.00371305 -0.0840162 -0.338382 -0.0648705 -0.278632 -0.321836 -0.441264 0.175586 0.616837
internal_count=361931 280809 226357 203955 197085 58265 55774 46433 22368 6574 138820 83499 15794 4748 4674 4046 11046 2425 1119 8621 2491 3656 22402 1306 3377 1761 1731 1517 9341 951
shrinkage=0.0193269


Tree=2235
num_leaves=31
num_cat=0
split_feature=51 1041 1312 1464 1459 199 843 1217 947 1409 1375 701 1242 1039 555 422 1392 1104 1455 898 21 992 912 1425 747 276 144 954 785 69
split_gain=21.7707 27.985 25.0664 29.9545 25.7844 25.691 22.7928 24.6372 27.6597 24.1467 23.5397 22.1515 22.0481 28.6441 22.0187 21.8481 21.8246 21.4781 20.9991 20.8604 28.3851 25.7513 23.3321 22.8298 30.6511 30.1249 29.5466 22.1171 20.971 20.4802
threshold=1.0000000180025095e-35 -1.16817972268513 0.22195462160939852 1.0492743780141727 0.81408597034709362 3.2541613441680801 -0.5299201206899441 0.86386423179447369 1.0000000180025095e-35 2.1768864770165592 0.59806352348768188 1.9104626628360679 3.5578112322456241 -0.39101168331944802 0.073968208844666192 -0.72646383655631552 -0.28190275070883963 2.5848357979845171 5.5778985565622063 0.011730715345155454 -3.2545899522946695 -0.88186080764334462 1.295925666658263 -0.49854827941355384 2.9062597313169154 0.4346025108644534 -0.76319924954903662 6.099786963134739 1.790811805127821 -1.1149764713964481
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 15 3 5 12 6 9 8 10 -3 14 -10 18 -14 29 17 -5 -2 -4 23 -21 22 28 26 25 -25 -1 -28 -22 -8
right_child=1 2 4 16 -6 -7 7 -9 11 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0016264799633631522 -0.0072741656508096345 -0.0012259989258938087 -0.0021202182391877218 0.00013082343943282782 0.0013193489661977515 -0.011333849733261061 -0.0094056976249496591 0.0020819061600495081 0.00089473791512994822 -0.0087383249524639189 -0.0059831000909625516 -0.0065537891269828452 0.046440462566657112 -0.0050050918029178179 0.00072033020833955127 -0.0016056078217486101 0.0042621319089981664 0.0097839770341305397 0.023385811919550539 0.010683443350113274 -2.7290375137701364e-05 -0.00082088395510291018 0.0078324515361737016 0.00031489972251797838 -0.0056104205544185229 0.0019447458651472415 -0.00088440163288128681 0.020432656641798427 0.011219754609397793 -0.0018226751934252363
leaf_count=11445 4269 22538 32972 4704 5242 514 1008 9423 22483 1010 2804 766 38 56 7808 7909 4389 206 47 370 3977 72432 933 63015 1183 26813 43274 55 322 9926
internal_value=0 -0.0350238 -0.0255747 -0.00436577 -0.0797743 -0.0199397 -0.0168098 0.00840921 -0.0154015 -0.082138 -0.0820208 0.035749 -0.107654 1.10541 -0.0542065 -0.161393 0.118353 -0.340147 -0.111165 0.00282046 -0.028825 -0.0321678 0.121025 0.0180587 0.0391045 0.0439251 -0.0190924 -0.04533 0.04474 -0.129159
internal_count=361931 138112 125728 87373 38355 78280 77766 54218 44795 23548 21546 23249 33113 94 18742 12384 9093 4475 33019 223819 78034 77664 5232 145785 91011 89828 54774 43329 4299 10934
shrinkage=0.0185764


Tree=2236
num_leaves=31
num_cat=0
split_feature=815 1154 774 1436 885 1376 896 789 933 1002 577 513 728 576 651 641 158 566 1140 428 622 792 907 1310 978 421 710 1176 1458 1470
split_gain=22.0028 50.7437 30.9764 27.2486 25.5292 25.2246 23.5259 34.04 35.5948 37.9405 39.239 33.117 32.7413 37.4453 32.1615 29.6763 27.1386 27.058 25.4927 32.4018 32.123 25.0643 26.2786 25.0486 24.1373 24.6607 23.625 23.5984 23.5069 37.5361
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3334097757711572 1.0000000180025095e-35 6.1053019920877674 1.6459028264842319 0.42670496010513392 1.1248358748350926 0.68806224955729689 0.69854289147193727 1.0000000180025095e-35 1.0454229551509682 -0.49008176997875957 0.66546334935299256 1.1107569744011787 -0.6557877877285726 -1.2170507285727759 0.78850515402079602 0.68702207920178304 1.502772742927575 -0.0034216825924112183 -0.87246257202899724 2.6596371626767215 0.85221310825301255 2.3654292596199951 -0.84969188237891136 1.6167436385691853 -1.7983938971285245 0.11800097897884852 1.4838090556700341
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 28 -5 7 8 9 10 15 18 23 -14 -8 -2 -15 26 20 -20 -12 22 -16 24 25 -13 -11 -17 -4 -30
right_child=6 -3 3 5 -6 -7 14 -9 -10 17 11 12 13 16 21 27 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0056014813025222808 0.0026959232565211253 5.1077790817699112e-05 -0.002996447143706405 0.00030703072001240497 0.012551661092053657 -0.0047193198926205326 -0.00012554013122344614 -0.0012010811751871893 -0.00077761822542676774 -0.00032870558454699283 0.0037017368948610461 0.0061854522113445219 0.0081962635827525915 0.034955575463799633 7.3680939618104053e-05 -0.012530116153905457 -5.6464274767739662e-05 -0.0035624675669514508 -0.0017125244231242839 0.0078793553277430959 0.00022515998696545601 -0.0038149040800333819 0.026745672527142134 0.011695832021515256 0.027052608884524144 -0.0092275480144246389 0.0051558371199439193 -6.5352681559881172e-05 -0.001027853589683369 0.012679372780756176
leaf_count=6791 8011 89654 35043 21099 143 3414 60734 18550 20708 11587 12625 202 3987 32 3007 381 1394 3854 4833 594 6776 8069 60 174 30 641 1409 23721 13959 449
internal_value=0 -0.0313933 -0.0847098 -0.0715817 -0.113672 -0.00848947 0.00543784 0.0241979 0.0398047 0.0606797 0.0851424 0.138152 0.271157 0.337415 -0.0268895 0.0289531 0.0431383 -0.0325884 0.10142 -0.0302629 0.137866 -0.139039 0.0352816 -0.065702 -0.215116 -0.287881 0.0166057 -0.0109916 -0.118927 -0.0282009
internal_count=361931 170552 80898 74107 49594 24513 191379 119509 100959 80251 63401 31288 6460 5413 71870 32113 1426 16850 24828 5427 19401 11136 3067 1047 873 843 12996 24102 49451 14408
shrinkage=0.0185764


Tree=2237
num_leaves=31
num_cat=0
split_feature=785 710 585 232 909 561 1458 1449 1449 1466 1454 1449 1462 1455 1454 21 1449 1450 1450 1469 1470 1450 1470 1453 16 1434 1468 498 121 1466
split_gain=21.6543 21.7928 24.3706 21.1964 22.4652 20.9651 22.2017 25.7938 40.9487 42.8557 45.5287 40.8967 40.4448 38.8847 42.7374 87.4611 54.4529 33.6878 33.7163 33.2903 31.8668 30.1472 37.4859 29.5872 27.9621 27.4901 27.218 31.1539 29.4931 27.1413
threshold=-0.86283290253235112 0.37152704119635049 1.0000000180025095e-35 0.46230557827731739 -0.68283335562726988 0.3443152153175571 0.20667703603638712 -0.66544449105861625 -0.32183734465273589 1.7692924978725195 1.0000000180025095e-35 -0.30724857489969548 0.068159099644477417 0.019324323726861894 -0.27695550371287897 2.3240884354044633 -0.33071816874506621 -0.029721599565558126 -0.064102012004384604 -0.24839172558294026 2.0712005696182252 1.0083501533591206 0.39181275121601528 0.058091628562482463 -0.58305653427563298 1.2225103502844616 0.14022924357018476 0.50673161551649026 2.105497766718035 0.08475042636293445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -2 21 9 10 13 -10 24 14 16 -16 20 18 29 25 -9 -8 -23 -15 -12 -19 28 -28 -21 -13
right_child=5 -3 3 -5 -6 -7 7 8 11 -11 12 17 -14 23 15 -17 -18 19 -20 26 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0026902367519222327 -0.00034973554331408659 -0.0018229301918959284 -0.0052051428562217101 0.0032912897874771852 8.705921556471615e-05 -0.00086578311260240121 -0.0019556885487501782 -0.0033632598604454349 -0.014095384262096802 0.018069387706881695 0.00096929893719741272 0.0027388244157558637 0.0042953373166497028 0.0059888186355154596 0.012348326707729229 -0.024029670265422718 0.030439194838004002 -0.00025086325974627325 0.010331430605385512 -0.0067525767774211922 0.018877102687544365 0.0017773666074298469 0.024173303707756059 0.017322652605891824 -0.014359498655485626 0.0058386598929709693 -0.0028482760977994672 0.012405614375819163 0.010749783497414738 -0.00032140927274843889
leaf_count=11673 167388 4728 1573 2782 8803 100541 12019 2347 380 334 389 12636 732 1183 1062 122 76 13809 781 3229 113 2549 122 570 713 1255 805 325 166 8726
internal_value=0 0.0464543 0.0708114 0.00688907 -0.0381351 -0.0152828 -0.00386144 0.0308017 0.0547156 0.207318 0.168972 0.0281291 -0.15021 0.269119 0.137947 0.459882 -0.0432398 0.034292 0.0944769 -0.0313482 -0.113645 -0.0521518 0.150763 0.542548 -0.465668 0.0162649 -0.202766 0.0968577 -0.305219 0.0776634
internal_count=361931 29559 24831 13158 10376 332372 231831 64443 49753 7641 7307 42112 1834 5473 3720 1184 2536 41732 22143 19589 2460 14690 2671 1753 1102 15064 4525 1130 3395 21362
shrinkage=0.0189479


Tree=2238
num_leaves=31
num_cat=0
split_feature=785 516 136 789 852 263 716 602 864 933 788 566 921 483 285 333 1037 5 412 671 544 888 1267 1328 294 220 608 874 498 609
split_gain=46.3036 37.3251 32.9972 31.8337 33.2834 29.1074 42.2439 37.638 35.1167 40.8822 36.573 35.2608 33.6202 30.4811 29.3462 28.2128 29.363 28.9896 28.1656 27.9508 27.2693 27.0308 27.0148 28.0547 27.4928 34.2488 26.6934 26.5331 30.2485 25.3166
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0747610123934368 1.0000000180025095e-35 0.39849607246918939 1.0000000180025095e-35 1.0000000180025095e-35 0.68806224955729689 0.38349571241217301 2.1710320005650359 0.62154522891879982 -1.5753765738864864 -1.179904404578729 2.9869920577443172 0.19067199684075994 -0.81632492835683146 0.28676027627689232 1.6550864193358736 1.0000000180025095e-35 1.0000000180025095e-35 -0.92311956290169694 -0.8928425612568246 -0.3147779585476172 -1.2336215471092322 1.0000000180025095e-35 1.0000000180025095e-35 2.2477103057654202 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 26 4 5 6 7 14 9 11 19 21 22 -11 -3 16 -6 -18 -16 -10 -1 -7 -8 -24 25 -25 27 -2 -29 -4
right_child=1 3 29 -5 15 8 12 -9 10 13 -12 -13 -14 -15 18 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=8.6334525880772106e-05 -8.142778166675917e-05 0.0001784139146867176 -7.2376543234910641e-05 -8.2517460681708624e-05 7.2793058956184253e-06 5.5188256852860962e-05 -0.00014215892819202585 -3.169050192247059e-05 -8.9315648359402511e-05 -0.00093978848982836601 5.8131432145286748e-05 0.00023972224471291453 -0.00022151734961080953 -6.9445444138586812e-05 -0.00021821524738589084 -0.00053027633027596965 -9.3489997400877885e-05 0.00019636541273671066 -1.7724987819856161e-05 -0.00037315559109237927 -4.6225679108747805e-05 -0.00010288337441937093 -8.5451167602751114e-05 -0.00023759011263289594 9.2856767744613753e-05 0.00046117334681087288 -5.1350975125312285e-05 -0.00020243947364263553 0.0022511460327443275 3.1388862528657267e-05
leaf_count=21198 28036 1531 17777 23724 11682 41476 1649 28806 12135 187 6358 3335 1544 9518 21187 292 1652 8219 4462 1459 8361 5900 1412 407 2918 2240 49859 22603 34 21970
internal_value=0 -0.0344546 -0.0656197 -0.0149672 -0.00391021 -0.0168244 -0.0568802 -0.0853817 0.00882485 0.0348285 -0.069365 0.0597378 0.0771361 -0.0918003 -0.167278 0.0741453 0.0832703 0.167687 -0.190468 -0.132899 0.055038 0.0438514 0.131017 0.187484 0.259152 0.41766 -0.0921736 -0.140072 -0.219197 -0.0130643
internal_count=361931 332372 140279 192093 168369 146524 66156 55986 80368 60416 19952 50711 10170 9705 27180 21845 21553 9871 25649 13594 29559 47376 8626 6977 5565 2647 100532 50673 22637 39747
shrinkage=0.000905731


Tree=2239
num_leaves=31
num_cat=0
split_feature=728 659 705 497 1049 639 83 1107 821 563 11 623 614 789 387 350 77 1366 1397 1242 14 555 486 1316 841 786 1246 1455 1242 1262
split_gain=21.4583 20.8515 20.5426 38.3059 27.2456 24.2783 23.3316 26.8856 26.5646 32.7439 23.1081 22.9845 25.7746 23.4362 22.9348 23.0138 24.5814 22.799 22.5199 36.6339 30.8737 24.1291 30.1696 25.2406 23.1743 23.3438 22.2471 21.8364 21.7639 22.4074
threshold=1.0000000180025095e-35 0.62821384419828064 0.70592243731563598 2.4192885550665473 1.261689008203277 2.7394155868438115 -0.48341726900161869 2.236363792390887 -0.41690327315909087 2.2525076037693208 1.6655681023357392 -0.024657624075993714 1.096557219065641 1.1248358748350926 0.48175499774689134 -1.4498287429888281 -0.38735514479371519 2.0183251275724516 -0.75490667001203948 0.90659336622908049 -0.55074730740538247 0.45687259151671539 0.29763405586314257 1.9584289272910003 -0.84581246359573603 0.39361440015099508 -1.1807311951712842 2.8565720557184995 -0.67415368777659934 -0.42443983988115802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 5 -5 6 8 17 9 -4 -10 12 14 18 -1 -16 -17 -8 19 -13 -20 24 23 -23 -22 -26 -14 28 -18 -30
right_child=-2 -3 3 4 -6 -7 7 -9 10 -11 -12 13 26 -15 15 16 27 -19 20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.001079484727274509 -0.00084889621189532911 -0.00097778908046427821 -0.0041789250797727518 0.0079320830051818145 -0.0020251720162182772 -0.0053401234322010089 0.0013587915059904239 0.0079768689937021204 0.00080898253824845067 0.01565736820795131 -0.0061727745604891844 0.0014681001856418823 0.0099991616806359238 -0.001972652664988481 0.0092221029990906082 -0.0018774337057539351 0.0056285104738798396 -0.0044580701028820516 -0.0017671562867972962 0.0083735899356307802 -0.0041550636646151646 -0.00059560435033484524 0.004815290353830849 0.013370279980555124 0.0018101019290613753 -0.0019859151273921016 -0.005061068446151288 0.015445404723869578 0.0034806374899408513 -0.0018730280697132778
leaf_count=49022 109090 41024 6668 2483 709 1963 41610 1183 17045 208 1203 11302 224 7595 868 7078 2419 1643 12902 1963 2952 5333 6055 284 11743 5215 4550 233 2953 4411
internal_value=0 0.00125813 0.010211 0.0395595 0.265809 0.0283872 0.0344206 0.0633967 -0.0225441 -0.16156 0.0175517 -0.00662906 -0.0363337 0.0226685 -0.0243286 0.0471523 0.0289442 0.0541529 0.0379802 0.116857 0.0136517 0.0493345 0.125511 0.0070567 0.000954911 0.0305317 -0.200046 0.0960138 0.0785524 0.0179216
internal_count=361931 252841 211817 74715 3192 71523 69560 44436 25124 6876 18248 137102 71758 65344 66984 17962 17094 43253 57749 13265 44484 31582 11672 5617 19910 16958 4774 10016 9783 7364
shrinkage=0.0213384


Tree=2240
num_leaves=31
num_cat=0
split_feature=888 21 1451 707 671 348 332 288 785 713 133 585 510 21 253 1214 1272 1394 1320 905 747 803 195 320 1462 1458 1463 1454 1450 1318
split_gain=21.2185 21.3001 21.3524 22.9566 22.8559 21.9418 21.3312 21.5916 20.8003 24.7031 21.32 21.4359 22.5791 21.0947 23.721 23.0494 27.1973 25.0329 27.7444 24.3017 22.9587 29.9411 32.2184 25.0524 24.3802 31.0646 27.8452 30.2481 30.2474 29.7619
threshold=1.0000000180025095e-35 1.7567652095367545 -0.31358218297482993 0.72815470234060531 1.0000000180025095e-35 -0.70864550717990327 1.6399250563363121 -0.62989217762556915 -0.86283290253235112 1.0000000180025095e-35 2.7171092817986957 1.0000000180025095e-35 1.8807458211785479 -0.70163543588998201 1.4775148743260689 1.0000000180025095e-35 1.0425293070791588 2.0309735611630568 0.51051395560399826 0.1298491098588668 1.0000000180025095e-35 1.9682860324222273 1.3909106807663625 3.1329729150046788 1.7788931450595327 0.11800097897884852 0.91591208650651679 -0.47921441570843964 1.0909351122468025 1.6001045008679948
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 6 -6 -2 -8 9 -1 11 -11 -13 14 15 16 19 18 -17 -10 23 -22 -23 24 26 -26 -15 29 -29 -28
right_child=1 -3 3 -5 5 -7 7 -9 13 10 -12 12 -14 20 -16 17 -18 -19 -20 -21 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0028099393124670132 -0.0052662292927782685 0.0034619862897083652 0.00026998050759274557 -0.0034084321147199743 -0.0049415416230255971 4.2483707287753105e-05 0.016068087104506808 -0.001810443157213573 0.0018736876662886197 0.0028518818367669822 -0.0052301420611623106 -4.7644044298765956e-05 0.0061119185902339251 -0.0015110317845549932 -0.0018721906496702344 0.00019447209103783464 0.004152092198022022 0.0058008003444459024 -0.0032732868924626245 -0.00030962330830373289 -0.00018634666543994907 0.0038202556186322013 -0.0034279198914624084 0.0051123667482499508 0.0053917174635391479 -0.0013184543294937363 0.004333046609107433 -0.0019332179557197263 0.0043320299585359132 0.025093415675575083
leaf_count=2683 9326 1561 19133 5474 2727 7409 163 405 21339 10875 706 11326 982 72079 9677 17580 4607 1056 7090 15651 119920 5018 1074 1014 2108 2391 1781 5033 1595 148
internal_value=0 -0.0619904 -0.0745036 -0.023899 -0.140092 -0.0627454 -0.245559 0.167149 -0.00285633 0.0549133 0.0758323 0.0872773 0.0251126 -0.008873 0.0255165 0.0392915 0.0716445 -0.0194938 -0.0367084 0.0493904 -0.0201908 -0.00202629 0.139892 -0.0511863 -0.0561959 0.101637 -0.0666025 0.0555808 -0.01393 0.320133
internal_count=361931 46198 44637 24607 20030 10136 9894 568 315733 26572 23889 23183 12308 289161 77000 67323 41597 25726 24670 36990 212161 126012 6092 86149 85135 4499 80636 8557 6628 1929
shrinkage=0.0182122


Tree=2241
num_leaves=31
num_cat=0
split_feature=470 395 1367 685 289 56 333 1319 1313 153 803 1457 145 1124 12 1043 902 141 309 984 1425 1463 238 376 784 85 427 770 768 1111
split_gain=21.2705 36.754 27.6822 25.7329 23.4194 23.0959 27.3736 21.9234 23.414 21.2777 23.1784 27.0837 29.4831 31.6773 24.5091 25.4901 23.3729 22.0875 22.0012 21.2063 21.0016 23.968 20.7256 21.7615 20.504 20.9829 20.1924 20.1407 24.1453 20.5086
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61047007421192445 1.0165023615855489 -0.94398201415369043 1.0000000180025095e-35 1.0308016862606064 1.2654799694564189 0.29521354901058677 -0.6966523317397153 1.0000000180025095e-35 -0.29043123479038785 1.1410975756701447 1.6665457503468188 2.3754316599797289 0.54020495961045645 2.7672052981234363 -0.22650217218429453 2.1221719590446941 1.3212687987094862 -0.49854827941355384 -0.1811790225226986 -0.99170052509132733 -0.5514799173923951 -0.90362276233551631 3.1076993666691872 -1.4017334785350488 1.3726249643068849 -0.34333444877830549 0.34065323436044392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 -8 -9 -6 11 12 20 16 -13 -16 -14 -17 24 -7 -11 -22 -4 26 25 -12 -24 29 -29 -26
right_child=-2 -3 22 -5 5 19 7 8 -10 10 18 14 13 -15 15 17 -18 -19 -20 -21 21 -23 23 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0039841684833296382 0.00011576668736433287 -1.8098332314802556e-05 0.0046394538606049545 -0.0051452689722060784 -0.0040660029101328267 0.0010359767925534535 -0.0047132811231468475 0.0087924300584951882 -0.0091724172000788307 -0.0085737979947206056 -0.0040699163208344387 -0.00060789263022635565 0.0021360717514607012 0.071255832369616148 0.0058022884698197994 0.062356894933312416 0.05130863467339887 0.011151040585540553 -0.0087878353641071237 -0.0058560312946575738 0.0018944966523493079 -0.0073620455108776486 -0.013895146419681459 -0.0019495474594152726 0.004199277250412946 0.042858887689043591 0.0027767126951922187 -0.0090722119418959364 0.0071219565381287096 -0.00080049438982607367
leaf_count=11445 191352 89543 1777 7522 5836 10207 8430 385 166 3217 1964 5741 424 25 336 27 20 33 524 1123 1380 1238 230 6287 5630 21 3457 735 297 2559
internal_value=0 -0.0296786 -0.0762231 -0.100534 -0.0850235 -0.0643411 -0.100081 -0.228504 0.202957 -0.05756 -0.0252217 -0.11701 -0.254935 0.490287 0.0161602 0.658168 0.311415 2.07428 0.0542433 0.0288314 -0.309554 -0.136899 0.032201 -0.0140763 0.0774652 -0.198257 0.125316 0.122949 -0.243903 0.162069
internal_count=361931 170579 81036 69285 61763 50318 38988 8981 551 30007 24171 12441 6304 469 6137 396 444 60 11730 11330 5835 2618 11751 9974 11206 1985 3687 9221 1032 8189
shrinkage=0.017505


Tree=2242
num_leaves=31
num_cat=0
split_feature=785 728 544 784 921 1022 1016 647 590 859 885 1038 846 982 146 20 1453 913 1460 1154 953 1442 85 1055 1175 586 1249 730 783 934
split_gain=41.4235 31.9395 27.2519 26.8452 32.0951 30.7274 30.6588 26.7145 62.7857 25.9737 23.8753 24.6844 23.1251 22.9869 22.8858 26.6587 22.8832 22.7114 22.6286 22.9429 25.1588 22.6217 22.454 22.3091 24.8519 25.5419 24.2106 22.0488 39.4778 28.2291
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 4.8263866747680533 -0.17630926381181156 -0.53268848306471728 1.7621802667917166 2.888475460910541 -0.37168563270387045 2.1847129145757513 -1.0282579537198486 0.9504607190545632 1.0000000180025095e-35 1.0000000180025095e-35 0.2363784148266897 -1.3274107148674466 -0.050951592202695524 1.3499352984322883 -0.55233311529615603 0.022207717097145589 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 18 5 27 6 10 8 -3 -6 23 -12 -9 -11 -14 -16 -13 22 19 20 -1 -17 -8 24 26 -26 -2 28 -5 -29
right_child=1 7 -4 4 9 -7 17 12 -10 13 11 16 14 -15 15 21 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00010945242795889972 -4.4787154312090324e-05 -6.793868497033822e-05 -4.9533247719464395e-05 9.4098683104220764e-05 0.00043615353698016205 -4.8943971869461611e-06 0.0002078585350754897 -2.3641384582175408e-05 0.00043432423972582658 0.00012493203014920116 0.0011665081219860295 -0.00018539630102848629 -0.00011003104800145453 -0.00048920903528392357 -0.00026901234390636682 0.0014885709291636924 0.0015259958156020122 -1.0168985218125344e-05 0.00026849842809106384 0.00014485844739741728 9.7344296010398967e-05 -9.5024313198468717e-06 -0.00020888790828082893 -0.00020759123437889636 -0.00036535264287828006 0.00023175141882942344 -0.00022115004047169775 0.00018704463338022393 -8.4579414679550875e-05 -4.9591328070113637e-05
leaf_count=4633 12797 4821 8361 7921 1153 103001 733 29774 1384 6164 102 239 63616 278 158 113 28 39942 2709 8580 5276 69 5248 16158 554 2125 9364 5213 17685 3732
internal_value=0 -0.0300761 0.0547938 -0.0168809 0.0321615 -0.0288234 -0.0639516 -0.0696906 0.0784486 0.155098 -0.122516 0.396624 -0.0815024 0.104459 -0.110242 0.465064 0.0501631 -0.0287252 0.0951658 0.0684647 -0.000948518 0.986416 -0.163606 -0.130755 -0.0831119 0.133266 -0.115702 0.0030754 -0.0301067 0.0946206
internal_count=361931 332372 29559 232437 42146 190291 87290 99935 6205 7595 41367 369 93730 6442 63956 340 267 45923 21198 18489 9909 182 5981 40998 24840 2679 22161 34551 25606 8945
shrinkage=0.000961169


Tree=2243
num_leaves=31
num_cat=0
split_feature=21 50 194 1470 1047 365 832 56 701 447 1318 1394 978 747 972 1312 1243 710 707 828 966 78 569 470 356 464 613 1152 1229 114
split_gain=20.5483 22.1194 35.651 21.0392 23.778 24.5372 25.3049 23.1052 22.7986 21.0419 20.6923 25.4864 22.3707 20.9283 20.6607 20.5767 22.8488 24.8253 23.2119 22.7101 21.944 22.6731 20.1554 21.2835 20.6335 19.9825 24.8565 26.9084 26.5529 25.9275
threshold=-3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -1.1619895883321096 3.0838905732613653 3.4511233889927486 1.0000000180025095e-35 0.84289592610859465 2.1024150564999853 -1.1823142613158233 -1.9000220895740678 3.0027013568658325 0.34871943973277292 -1.1378538901301407 0.36958182597131489 -0.7825471838019219 0.5527557478562467 -2.0494388670443078 1.2405144092955283 2.6891860905129055 -0.51395119055034233 -1.0102250119531979 6.5795256858936115 1.476134054983681 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.6861236952522742 1.226195122007276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 6 -5 25 -7 -9 11 -4 13 -12 -14 16 17 -2 -18 -17 -20 -22 24 -24 -15 26 28 -28 -6 -29
right_child=1 -3 10 4 7 8 -8 9 -10 -11 12 -13 14 22 -16 19 18 -19 20 -21 21 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.0083042987653558602 0.01514174553011032 0.00013914692746298877 0.032061516105272303 -0.011133963425883736 -0.0045129454785148727 0.0053751632001788263 0.04481096572764566 0.00071272332528620657 0.078039240035208679 0.018142613226580357 -0.00060244458755208733 -0.0034162512218182451 -0.011897906662506378 0.0036397560285961863 0.015161313443161028 -0.01063294368322986 0.050314156103616114 -0.012310336020547506 -0.00022665350505825572 0.01804960958095695 -0.0040219241573452684 0.052522875767906756 0.0006763840403377359 -0.03749415615776603 0.018650742199502926 -0.00024781038483915317 -0.0026906895341389119 0.0014281237170224513 0.0096865829194524005 0.016663855755318108
leaf_count=716 556 197008 55 3621 30227 112 45 5855 24 230 56191 6282 113 2944 383 639 21 105 2553 87 31 38 23903 36 237 11136 13079 4881 376 447
internal_value=0 -0.00909961 -0.0311258 -0.080931 -0.0954465 -0.379453 -0.443036 -0.0856855 0.974618 0.0616924 -0.00464544 -0.133514 0.00445277 0.00146815 0.459139 0.073538 0.142818 0.491122 0.0461276 -0.294951 0.0256276 1.20282 0.0478514 0.0268894 0.205406 -0.104592 -0.133558 -0.0443605 -0.183176 0.141467
internal_count=361931 361215 164207 74063 70033 3802 3666 66231 136 6085 90144 6337 83807 83311 496 4030 3304 661 2643 726 2622 69 27120 23939 3181 60146 49010 18407 30603 5328
shrinkage=0.0230974


Tree=2244
num_leaves=31
num_cat=0
split_feature=184 1467 746 1466 760 5 76 699 13 147 1400 977 914 21 626 1230 183 1466 530 1460 563 120 432 1462 1458 1464 1396 907 763 1314
split_gain=20.3834 25.3722 25.3843 22.4584 21.267 22.1659 25.06 29.235 24.2087 23.0072 23.3921 28.3204 25.8966 22.7979 21.1788 21.0669 20.9411 20.7191 22.6459 24.9455 27.2956 25.2944 22.6943 21.8798 21.6163 29.79 20.6394 20.8489 20.5268 22.7486
threshold=1.0000000180025095e-35 4.0242090356330973 1.0000000180025095e-35 1.5748972947834672 2.181063439396091 1.1128250325173432 -0.73364799394223612 1.4873233873111167 -0.091120341764559784 -1.2232408247724129 -0.87889341198333992 -0.4264934406172633 3.2762546484437549 -0.13431221002227373 -0.77548367815182873 0.38564141960353587 1.2443391215191413 0.57156622312866312 1.0000000180025095e-35 0.69190404625496948 -0.57582019265257578 1.0077541972150732 0.71809987930811581 0.88874546725662251 -0.82108684835595114 2.2920314791692151 -1.4018093571985062 1.3409465745806848 1.4850631482485686 -0.33875627901786248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 -3 5 6 -4 9 -7 -8 12 -12 14 -9 -11 -6 17 23 19 -19 28 22 -22 -2 25 -25 27 -20 -21 -30
right_child=1 3 4 -5 15 8 7 13 -10 10 11 -13 -14 -15 -16 -17 -18 18 26 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=9.4781537933256519e-05 -0.0019830774191120989 0.0097775555251428357 0.0018576927962528572 -0.0048578760758558595 -0.0078350308296114887 -0.00043973666457745636 0.0046268171328351518 -0.0082071422246410702 -0.006042523442908016 -0.0025226714648721366 -0.0027756959039801805 0.00022059447107348494 0.03713553899538851 0.00035780735389653114 0.0043464362419558178 0.0029176828416488565 0.0013260681047847012 -0.0052240011491046711 0.015706674240335682 -0.01596570905485345 0.0014711503311025556 0.037997385125101216 0.029785073536963091 -0.00059336678263307197 -0.0072028893251464953 0.037561621580156745 0.0012996288497684264 -0.02631732447969767 0.052466192106179102 -0.02676742283961216
leaf_count=225587 44125 795 15886 309 2009 4819 2400 2311 2689 1492 10915 22284 34 1174 3431 552 5528 3164 394 241 350 65 76 621 4553 36 5994 48 28 21
internal_value=0 -0.0324135 -0.0358628 0.295817 -0.00755218 -0.000500887 0.0143579 -0.0148929 -0.118355 0.00127148 -0.0122715 -0.0346145 0.134319 -0.237543 0.117964 -0.238779 -0.0762928 -0.0925594 0.0113385 -0.144132 0.241746 0.542921 0.330428 -0.116912 -0.280004 0.134916 0.105016 0.615739 -0.454256 1.15572
internal_count=361931 136344 135240 1104 69996 67435 59927 44041 7508 40556 38156 33199 4957 3485 4923 2561 65244 59716 10381 3945 781 491 426 49335 5210 657 6436 442 290 49
shrinkage=0.0205098


Tree=2245
num_leaves=31
num_cat=0
split_feature=1430 1160 884 890 809 1092 1428 657 1456 1449 1449 1457 1458 1449 1462 1468 1449 1458 1462 416 565 1459 21 1457 1467 1455 1463 1464 1468 1452
split_gain=20.3874 40.0855 23.8087 23.4836 23.0645 20.4142 20.1227 28.2534 26.2774 25.6219 30.778 35.0436 36.206 34.2808 37.5307 33.9317 39.3387 29.8766 30.2158 28.7448 30.657 28.415 44.4149 40.7241 28.2885 33.6957 30.9896 28.2351 27.8325 27.3498
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66905551989196432 -1.0182342416987082 1.0000000180025095e-35 1.0127093791323547 1.0000000180025095e-35 2.2603408215975165 0.11689593787942389 -0.26335427453405108 -0.4886477565438177 1.0902130088150814 1.0431849131700892 -0.60645872206246954 0.79865288842650972 2.0793728249637273 -0.46216742339022565 -0.57152609199826976 0.46541324990069172 0.069553246919002013 0.18859502233010558 -0.4900909206836051 0.81122649975724037 -0.46409894735468255 0.55132319640754079 1.650979544311745 -0.043407658172389896 -0.46492268522126184 1.2465044061975814 0.15137389486705299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -3 8 -8 9 10 13 15 -13 -2 17 16 -12 18 -15 29 -21 22 -19 -23 27 -26 -27 -11 -29 -18
right_child=6 5 3 -5 -6 -7 7 -9 -10 24 11 12 -14 14 -16 -17 19 21 -20 20 -22 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0023961568455082537 0.0013640030231904183 -0.00029550848300619596 -0.010483752994538345 0.0058195364227417402 -0.00041861184589370989 0.0014911278852494626 -0.00034771644543592542 -0.0047356142726008958 -0.0008412625948565147 -0.0018444912745418593 0.0088453007138416875 0.013095283504958234 -0.0079115766833336501 -0.0062210184941645617 -0.014319326000014718 0.011060692694747158 -0.002774164668931399 0.00086781761048930928 0.012599819601398662 0.00021269046766159567 0.006662891339971333 -0.012675356557896511 0.014922548249575616 0.00077658661203755855 0.00092340934405486992 0.0017152708319350849 0.013183064117228629 0.0010139915570032772 -0.0036268619342947417 0.0036330413830321165
leaf_count=54459 32668 72525 274 1242 21838 13768 51896 3196 28503 19153 1403 1043 180 2641 545 732 4989 1907 196 3036 2666 664 481 1995 12027 854 765 21477 2928 1880
internal_value=0 -0.0283402 -0.0759687 0.188913 -0.0843275 0.00229851 0.00721835 -0.0306586 0.0208267 0.035427 0.0685902 0.151152 0.498825 0.0365846 -0.0941051 0.120175 0.0937569 -0.0566144 -0.245371 0.0533802 0.166051 0.0470311 0.222556 -0.117182 0.0022592 0.0879021 0.364946 -0.0261031 0.0230734 -0.0478309
internal_count=361931 164106 77813 1516 76297 86293 197825 55092 142733 114230 57026 15929 1223 41097 8429 14706 13974 7884 2837 12571 5702 5047 2388 2659 57204 13646 1619 43558 24405 6869
shrinkage=0.0201077


Tree=2246
num_leaves=31
num_cat=0
split_feature=859 789 65 1151 1470 401 774 1037 353 421 543 1451 561 73 554 970 912 1107 1111 1416 142 843 984 1381 211 1262 680 986 774 1005
split_gain=20.1355 29.0815 31.5817 30.1904 28.38 26.5659 26.1345 26.4046 25.6085 24.9382 24.3905 23.6033 23.5046 28.3012 23.7792 22.8994 27.0224 22.6348 21.676 21.798 21.5177 23.0838 21.1044 21.9278 21.8056 21.0754 20.881 20.8653 20.7455 20.614
threshold=-0.54135187694831066 1.1248358748350926 1.6527691397016595 1.0000000180025095e-35 -1.3545928909252491 0.66778437295061321 2.0716573389763737 -0.29194976517699828 1.0689666326672824 0.44449898415400818 1.0000000180025095e-35 1.0127412325901599 1.8142953104061561 -1.2064950602900357 0.71305114977025452 1.1436148070811052 1.6442246313874156 -0.67188083010702437 -0.023658547801771384 2.2223587228522654 -1.3909252670516077 -0.79007927403202427 -0.28210070816952904 -1.2316867920902048 -0.2548006806234952 -0.35345016213341807 1.8757306086169039 3.7216340223715432 -1.9632761544379465 -0.73131249138158405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 9 6 7 17 27 -1 15 -4 20 -14 -15 -2 18 -6 22 -20 21 -9 23 24 -17 -8 28 -5 -22 -21
right_child=10 -3 3 8 5 -7 25 12 -10 -11 -12 -13 13 14 -16 16 -18 -19 19 29 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0088025948822829207 -7.9985124599051767e-05 -0.0018606010606479885 -0.0070424040049093493 -0.001753574056898261 -0.0031992319036421033 0.0027717502524608711 0.0012176925788174155 0.020425813170273008 0.0072700366721573564 0.0043693478521917061 -0.001960948894991404 0.0065854895059120266 0.02142799366209857 -0.0059416101464577062 0.02567896131117673 0.059072874522671993 0.0043899368451282665 8.2526711695810563e-05 -0.0051094583784779867 0.03393409606329581 -0.010634626904158978 -0.019747861032107815 -0.00012504875406041236 -0.007508143303109528 -0.0031516797842756875 0.0099373133027281842 -0.0047804658206647933 0.021206318241092204 0.0017949591558695411 0.0020239886820291888
leaf_count=1112 188414 12559 4184 7262 8746 14965 1303 36 1065 430 31461 368 108 2317 50 20 1628 19641 9939 50 409 243 10904 1777 44 1173 1450 112 39649 512
internal_value=0 0.0171124 0.0296288 -0.0922593 0.0424657 0.0479428 0.029268 0.0210326 0.000252404 -0.241287 -0.0196088 -0.261945 0.053968 -0.17465 -0.231691 -0.0117153 -0.0839598 -0.0363225 -0.10792 -0.202245 0.065547 -0.598066 -0.0448317 -0.292209 1.10356 0.248063 0.0693837 -0.0613922 0.077982 0.25706
internal_count=361931 117182 104623 12991 91632 90090 75125 72649 8439 1542 244749 4552 44262 2475 2367 213288 24874 28387 23246 10501 41787 279 12745 1841 64 2476 41508 7374 40058 562
shrinkage=0.0217652


Tree=2247
num_leaves=31
num_cat=0
split_feature=785 728 647 590 852 1307 784 714 588 938 827 868 791 513 746 840 566 497 697 896 651 928 284 696 1241 544 1452 620 997 881
split_gain=42.0629 33.2987 29.6544 68.3579 28.4932 35.0985 32.0105 29.0807 54.5896 44.4297 39.6974 36.3162 37.1362 34.3827 34.7521 30.9687 35.2376 30.1086 30.9052 29.0903 30.7069 29.8947 28.9023 28.1065 27.7411 27.4327 26.3417 25.8912 25.6336 30.0392
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0747610123934368 1.3390041783085433 0.9594655836162902 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 -0.36836247429892682 0.53022336195039899 1.0000000180025095e-35 1.0454229551509682 3.6288968102052546 1.593014926627095 0.75597511057269628 0.6154197817996786 1.4714256445119207 1.0000000180025095e-35 1.1107569744011787 -0.52992354128753727 -0.016855454340067026 -0.53099574388912829 -0.67919258870259713 1.0000000180025095e-35 0.62995620057108082 0.16760437365778322 1.8859961581257856 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 4 3 -3 7 6 22 10 9 11 26 12 19 -10 -15 16 17 18 -12 21 27 28 -6 -18 -16 -1 -2 -21 -9 -30
right_child=1 2 -4 -5 5 -7 -8 8 13 -11 15 -13 -14 14 24 -17 23 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=9.0888820126477229e-05 6.1558615933657629e-05 -6.8353572818559378e-05 -8.0925509209230691e-05 0.00045564399644929606 -5.8506800026439124e-05 -0.00012978249533328697 0.00019500149359749308 3.3282062945937827e-05 4.5719574335788835e-05 -0.00011524157865599553 0.00010299542446266241 -0.00017268213507899585 5.0265660097771379e-05 0.00045476736312540981 -0.0016446872590111638 -0.00023962696166943229 0.00020987977744949882 -0.00010573621567048218 -0.0001582884463409376 -2.2574058292818727e-05 -0.00032098788621129555 -6.3742656916008976e-05 0.0001046412559593045 -0.00018123415942790201 1.8594601983222739e-05 -5.0433217021817709e-05 0.00027751585874999732 -0.00017940187439160728 9.2126463675765228e-05 0.00075632465421952627
leaf_count=21198 12510 4821 93730 1384 8900 5398 6196 15024 7061 45527 18676 8677 26239 1548 55 2789 861 5513 2797 14063 2573 20134 9111 6844 142 8361 2975 7538 811 475
internal_value=0 -0.0314054 -0.0717825 0.0842025 -0.0179381 0.0439822 0.0746361 -0.0279589 -0.0441908 -0.0561715 0.0173701 -0.0303815 -0.0177405 0.112376 0.368833 -0.0233315 -0.00446213 0.0351341 0.0753115 -0.0476252 -0.108354 -0.00910702 0.0289301 -0.137226 -0.429548 0.0540531 0.11096 -0.0801535 0.0595603 0.356816
internal_count=361931 332372 99935 6205 232437 29605 24207 202832 149867 141061 52965 95534 86857 8806 1745 37480 34691 26986 21473 60618 24174 36444 18011 7705 197 29559 15485 21601 16310 1286
shrinkage=0.000961169


Tree=2248
num_leaves=31
num_cat=0
split_feature=785 544 1460 225 834 63 45 713 519 930 382 872 588 1218 689 126 920 1079 1028 692 1400 1047 852 1450 503 761 889 513 848 764
split_gain=19.9672 20.3857 22.1752 21.5872 21.0742 21.6089 21.5243 20.2346 47.4079 38.1519 34.5498 32.6753 30.9447 30.0571 28.654 30.3282 35.5268 69.5016 26.5933 26.2818 32.8835 26.2345 25.7458 28.7031 28.6534 25.5963 25.5906 25.2152 27.6399 25.076
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9504607190545632 2.8931736337727521 2.1612684629536689 -0.64169633322170971 -0.4851739300165801 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 3.0757328524286596 2.250834115212506 1.0000000180025095e-35 -1.1110989058077336 0.70880289725806289 -0.83967173534858641 0.85386604821755141 0.24965236237700447 2.1091726005644724 1.557987689267448 -0.58754514755031995 -0.22706799479215015 -0.44975414142939646 2.7622173093191398 1.5400801409269973 3.9799828580384387 1.0454229551509682 3.5086024243106082 0.79019904660366602
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 9 11 18 13 14 -12 -10 19 16 17 21 26 -9 -21 -16 24 -24 29 -19 -2 28 -11 -17
right_child=7 -3 -4 -5 -6 6 -8 8 10 27 12 -13 -14 -15 15 22 -18 25 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028913321177745843 0.00069669851602927122 -0.00083387024445448976 0.0048418207156674057 0.011945909202889616 -0.0075132050988388358 -0.00036552392163242882 0.0038157920438139465 0.00030227107835510572 0.001715607467634266 -0.00021596116348645305 -0.0010093610540788279 0.0034656514848794315 0.0066452683103397948 0.0064995062057667313 -0.0033225098908815968 -0.00020049765264961518 -0.0013145070259554343 0.0040110845832180397 0.0031830780127222449 0.0056688242229201193 0.039050050247869159 0.00086793434216259069 -0.00075502385584283363 0.0018944317484770763 -0.016660130036384752 0.012493635861315274 -0.01594627357886674 -0.0033213720616792042 0.0084899789995258497 -0.0045319119732886055
leaf_count=9105 16514 8361 2709 258 445 2852 5829 35571 6681 28475 7798 2968 861 2591 4578 12119 157925 1832 9651 774 55 7162 11410 16479 270 768 225 4038 588 3039
internal_value=0 0.0467239 0.0819544 0.0553346 0.0462511 0.0580351 0.134964 -0.0126381 -0.02164 0.024687 0.081175 -0.0311432 -0.0140852 0.169522 -0.0344655 -0.0452558 -0.0607593 0.0476468 0.0889279 0.0262202 0.439654 -0.032348 0.00739733 0.0461431 -0.071229 0.365316 0.0289495 -0.0260642 -0.00138778 -0.0590534
internal_count=361931 29559 21198 18489 18231 17786 8681 332372 272881 59491 17931 254950 8659 9272 251982 215582 172265 14340 26390 36400 829 11740 43317 27889 15428 2600 16739 33101 29063 15158
shrinkage=0.0182122


Tree=2249
num_leaves=31
num_cat=0
split_feature=785 728 544 647 590 1431 771 846 1467 809 666 519 690 788 714 851 803 791 768 815 425 650 491 645 583 639 921 1016 993 701
split_gain=41.6588 32.7965 28.1054 27.407 62.7212 25.6137 26.2954 23.4869 23.0631 31.1161 24.4342 24.6406 36.0473 30.9997 29.1725 44.4588 38.8412 39.7709 37.5922 37.1918 33.9175 33.9143 33.6677 30.8554 30.7389 28.3925 27.8327 26.8473 25.5503 27.6013
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0099929608726099 1.4820751525130569 -0.53268848306471728 3.2089320700182484 1.6518864604429058 2.2575337098986954 2.1420547332082829 -0.55036963499547997 1.0000000180025095e-35 1.0000000180025095e-35 -0.84871412517626565 1.9682860324222273 1.0000000180025095e-35 1.4582606246804526 0.67237773758774566 -1.403423828020913 2.1314615550283826 0.98107041598497147 1.0999280683389623 -0.55326332990463356 0.11942102837874842 0.62154522891879982 1.0000000180025095e-35 -0.89727091510114898 1.4761095297557725
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 6 8 -5 10 -10 11 14 -13 -14 18 28 17 -17 21 20 -19 24 27 -20 -2 -26 -24 -22 29 -16
right_child=1 3 -4 7 -6 -7 -8 -9 9 -11 -12 12 13 -15 15 16 -18 19 23 -21 22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=9.0995188120879069e-05 0.0001162029328726131 -6.4680754425794484e-05 -4.9355050064238566e-05 -2.2898222083722702e-05 0.00042752339598239831 -7.3811911408483909e-05 -0.000164472752065332 -0.00010418140322558072 0.00023817803759419094 -0.00031860149280700322 0.00010974620972288915 -0.00010592976258558978 3.6922079309282255e-05 0.00025891987263200532 0.00050220472141336418 -8.2719002478027324e-05 0.00010972169392947171 -0.00034352942223477283 -0.00022002433331943277 0.00014713885659879564 -0.00012683783254859097 0.00031229789394351742 7.5725952377354671e-05 0.00021786306267241286 3.3003722404528479e-05 -0.00012804665196832071 0.00051077519271785533 2.3139734866796961e-05 6.7889920456230238e-05 -0.00085108638485881423
leaf_count=21198 12328 4821 8361 29774 1384 35150 4703 63956 2750 423 6533 3400 5516 3997 898 76916 5852 2155 4681 5421 12413 1947 2870 826 18085 7263 678 10929 6622 81
internal_value=0 -0.0295374 0.0555605 -0.0696547 0.080405 -0.0161636 -0.00717639 -0.0816051 -0.00325384 0.170844 -0.00663864 -0.0118088 0.0738194 0.13667 -0.0196192 -0.0375039 -0.0489555 -0.0591786 0.0286913 0.00509016 -0.0318615 0.05128 -0.0128184 -0.15374 0.0363655 -0.0095055 0.17687 -0.0478698 0.12005 0.438826
internal_count=361931 332372 29559 99935 6205 232437 197287 93730 192584 3173 189411 182878 12913 9513 169965 124835 117234 111382 45130 34466 29045 39623 26890 5507 37676 25348 3548 23342 7601 979
shrinkage=0.000942322


Tree=2250
num_leaves=31
num_cat=0
split_feature=785 728 727 647 590 1431 852 727 923 497 993 908 727 1049 968 815 783 1077 1452 930 374 576 1321 1051 971 547 1149 21 846 146
split_gain=47.0694 34.4555 28.3109 28.1892 63.4669 27.6967 25.728 30.3782 46.4114 30.3143 27.8316 32.2486 31.3677 27.5922 27.0914 26.7112 27.0933 26.3973 25.8067 25.1476 24.9285 24.856 25.3022 24.0864 26.1447 23.4679 23.2979 24.1626 23.262 23.9563
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 1.461728259125324 -0.89727091510114898 -0.42487639646845682 -1.1275738623161491 -1.7276023283237012 2.0695670359217271 1.6638054002796892 -1.0732212767954836 4.2406324835638474 3.3900475580725948 2.1042721739608483 0.83501184199785239 0.66546334935299256 -1.1798994846903865 3.5926503781727646 -0.41257492650305128 1.4078093546699517 2.1900270400044222 4.3097197259414433 -0.53268848306471728 2.888475460910541
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 6 7 15 18 23 11 -8 -13 -12 17 16 -2 26 -9 20 -14 -18 -23 -10 -25 -4 27 -15 -5 -30
right_child=1 3 25 28 -6 -7 10 8 9 -11 13 12 19 14 -16 -17 21 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.4322192755805477e-05 -0.00019043071736846284 -6.7597375782157057e-05 0.00013831087053677019 -2.5747191251654094e-05 0.00044746610794377684 -7.9364010846840049e-05 -6.7404161037232588e-05 -0.00034568735799378589 -7.2636672008170411e-05 0.00010582255520305321 -0.0004387494096573715 -5.8635097758527527e-05 0.00014044671112240509 -1.1031282043711274e-05 0.00015143925837964134 -0.00021075374521048763 3.8299224988158468e-05 -0.0007856455925304356 0.00089255510120240351 0.00072805395816189823 0.00046555453587407425 0.00079314244665339346 0.00017954485802462763 -0.00016273218674530985 0.0015544630903582934 -0.00018504510034497674 0.00013722770474179305 0.0009537178190462286 -0.00011410583647662704 0.00046775260371773064
leaf_count=12551 2299 4821 15968 29774 1384 35150 3692 3650 48097 4622 916 2040 4725 94265 5158 1826 15754 213 68 444 1364 315 3035 82 76 1040 4551 95 63616 340
internal_value=0 -0.0300543 0.0602884 -0.0711564 0.0810412 -0.0163502 -0.00700449 -0.0394787 -0.0689903 -0.0516202 0.0127638 0.112358 0.182966 0.0015465 0.00429066 0.0283988 0.0522827 -0.00381541 -0.321782 0.254175 0.217477 0.0785452 0.24502 -0.0708302 0.766375 0.119654 -0.00224787 -0.0100215 -0.0832655 -0.112068
internal_count=361931 332372 29559 99935 6205 232437 197287 79824 56595 52877 117463 12265 8573 105198 104282 23229 21403 99124 3718 6533 6089 19104 3350 48255 158 17008 98911 94360 93730 63956
shrinkage=0.000980392


Tree=2251
num_leaves=31
num_cat=0
split_feature=785 181 837 277 567 728 1286 8 1463 942 21 1122 484 145 597 1177 632 1449 1244 1467 139 402 1464 142 1458 974 263 264 828 1035
split_gain=45.4391 33.6302 27.3666 31.2655 31.0724 27.3355 27.0386 29.8817 31.8412 39.343 24.4809 25.9492 24.4204 26.5727 23.4341 23.2591 24.6711 23.1928 22.9824 22.9791 25.5779 22.83 24.6581 22.5892 22.1359 22.1043 21.9318 21.8208 21.2609 22.7096
threshold=-0.86283290253235112 1.0000000180025095e-35 0.64384972645585192 1.383899167819199 0.92516156521891413 -0.49008176997875957 0.78161905918100072 -1.3201780167189929 -0.043407658172389896 0.44633743931240322 1.0000000180025095e-35 0.79579885031402708 0.40243943359777712 -1.1507712560729344 3.1596628491584919 2.6605302561394431 -1.1226924480788913 0.74561756370782817 -2.0027994516645182 -0.41259912630364309 -1.0330013613250195 2.3072461888407707 0.38951608599244769 -1.1002423157282424 -0.82108684835595114 2.7880706324053377 1.6445160113075163 1.0000000180025095e-35 1.542676340823733 2.0670731327904543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 23 -1 12 -8 21 19 11 15 -2 -14 18 16 -7 24 -3 20 -10 -9 -23 25 28 -4 -20 -22 29 -12
right_child=1 14 3 -5 -6 10 7 8 9 -11 17 -13 13 -15 -16 -17 -18 -19 26 -21 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013328708561113217 -7.7304465131992588e-06 -0.00072286233415312705 8.0782261878888488e-05 -0.00026090145888620509 7.4886112338277557e-05 -0.00024257735500977004 -0.00020680590266330498 1.5835595440838939e-05 0.00078614561180064045 0.00027637139814909347 0.00041219289413640129 -0.00020734672332075184 0.00013425581515260937 -9.394208276872837e-05 0.00049596809518525416 -0.00062279429783155475 0.00010766530451211441 0.00034287711849949874 -9.2578324221804481e-05 -3.1159618509923655e-05 -7.4904395381839031e-05 -0.00057985281478349486 0.00026807279441086153 -9.0553010141629329e-05 6.2545869015896209e-05 0.0013029109935011763 9.5898054809387927e-05 0.0002532386954799097 -0.00031207672088904708 -0.00083858477556285923
leaf_count=3396 127297 491 3113 4948 8236 983 2580 21683 268 4928 1823 2064 2973 33295 298 225 7860 2174 65986 6130 1569 571 185 42470 10738 58 3045 2248 223 73
internal_value=0 -0.0307417 -0.0200741 -0.0666873 -0.0511461 0.058118 -0.00848686 0.0417444 0.055694 0.130562 0.080291 0.00540238 -0.0217515 -0.0766103 -0.0822944 0.0537955 0.0704958 0.13763 -0.0860944 0.052439 0.176754 0.00275584 -0.359358 -0.0771817 0.103765 0.114265 -0.0827067 0.130593 0.302677 0.376169
internal_count=361931 332372 262552 58825 53877 29559 203727 40162 37582 15143 26163 11132 163565 36268 69820 9068 8843 15031 69522 10215 4085 22439 756 45641 12857 3171 69031 3817 2119 1896
shrinkage=0.000980392


Tree=2252
num_leaves=31
num_cat=0
split_feature=1078 785 1464 218 1109 21 898 1029 1458 1459 1449 1449 1450 1450 1454 1467 1464 1457 1457 745 1449 1450 1450 1467 1449 1449 1451 1464 21 1452
split_gain=20.2356 19.9206 19.0776 20.0704 20.9465 19.5447 22.8215 20.6787 19.0441 39.377 43.6108 43.7295 35.0525 48.5634 83.8546 69.4002 66.8679 43.6908 55.8574 39.0246 33.6007 41.6382 42.2061 34.6845 33.7398 32.1659 49.1509 34.0728 33.4272 32.0153
threshold=1.0000000180025095e-35 -0.86283290253235112 0.64223275086548759 0.51865378522026273 -0.7909645639308045 3.0805194032280743 1.0000000180025095e-35 -0.65139616851932414 -0.21734572720002096 1.6998021173033007 0.11043731599731825 0.28981675053332695 -0.68105566923231198 -0.65108037068585689 -0.12591398429191614 -0.23523767990913938 -0.46204076373648789 -0.16810441299000942 -0.14268812268834211 1.0191313245711819 1.9839911314819487 1.4313046434165499 1.3264365022561064 0.61262860064760394 1.2624102624837521 -0.34532823868787493 0.43306149721146375 -0.084000950448011799 0.43301101584543472 0.21158045436466741
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 -1 9 12 -11 -12 17 14 15 -14 -17 25 -19 -20 21 22 -15 -24 29 26 -3 -28 -27 -23
right_child=-2 8 -4 4 -6 6 -8 -9 -10 10 11 -13 13 20 -16 16 -18 18 19 -21 -22 24 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0015479805239944015 -0.00088702369277388841 -0.0029390598092701474 0.0035326557387518054 -0.0036695213943039148 0.0036755364743627857 -0.0062356259648604249 -0.046134101513865364 0.0015837411293018145 0.0002634969336860252 0.0064483392140708548 -0.02172400685638343 0.00028554455049545276 -0.0055253749871363271 -0.00046039973413828137 0.017538317210786265 -0.0065876728780454429 0.012566989507806797 0.013129680267525649 0.00048113269767905602 -0.0076238859748681666 0.0045446857400004452 -0.0026214511253724064 0.0027008798913121749 0.018049557931300749 0.0040774424535864962 -0.0033021349425358306 0.013972568888452944 -0.0028433179598221815 -0.0097044962058532077 -0.0096134131511586857
leaf_count=7767 71586 8874 4689 771 4720 103 39 6672 126497 2787 189 1391 1670 94005 730 646 1195 551 8296 1534 2230 3226 859 310 753 4068 525 415 2756 2077
internal_value=0 0.000231324 0.059085 0.0303417 0.141048 -0.0122962 -0.848526 -0.00468225 -0.00586202 -0.0250002 0.176568 -0.108641 -0.0326383 -0.0139476 0.235371 0.0737307 0.385664 -0.108743 0.0092598 -0.0335946 -0.0237933 -0.0304897 -0.0183726 0.390497 -0.215629 -0.184946 -0.0973275 0.393796 -0.309297 -0.284318
internal_count=361931 290345 24761 20072 5491 14581 142 14439 265584 139087 4367 1580 134720 107701 4241 3511 1841 27019 10381 9830 103460 101230 95174 1169 6056 16638 9814 940 6824 5303
shrinkage=0.0189479


Tree=2253
num_leaves=31
num_cat=0
split_feature=785 181 727 1243 21 1150 1457 1450 540 718 150 775 837 44 968 1469 702 671 263 289 770 1041 21 202 1442 417 21 77 1092 539
split_gain=41.1224 34.2834 28.3507 28.25 29.8968 30.214 33.2677 27.247 26.1909 36.4179 27.2672 24.3253 24.894 24.2839 23.4035 29.5138 24.5736 23.988 23.3557 23.1304 24.2735 24.3355 24.052 27.1232 24.1858 23.2499 22.9608 23.3692 28.5724 23.6248
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.22991414747585318 -1.8362818876253988 1.0000000180025095e-35 -0.3601514165232767 -0.52190567387341558 0.35001124564692748 1.0159173274103563 -1.1935598901523796 1.2885360410936924 0.58714584802607805 2.9961381378242353 2.0695670359217271 -1.3066623469784679 2.308762323842084 5.6047752163038629 1.6445160113075163 1.3266054900639306 0.9002537402099674 -1.16817972268513 -0.70163543588998201 2.2706774934648286 -0.962738934255707 0.2024772175426359 1.0000000180025095e-35 0.95053894427522623 2.9499917481720264 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 11 7 8 -7 -5 9 -6 -11 12 14 -12 16 -16 17 19 -3 20 21 -2 -23 24 25 -24 -4 29 -29 -28
right_child=1 18 26 4 5 6 -8 -9 -10 10 13 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-2.1520198635055633e-05 -0.00011184312451885316 -8.9484633240130416e-05 1.5511023381197214e-05 -0.00066091984304979148 -0.00010917858889057433 -0.00021939210774399553 -5.7554062884495976e-05 0.00033562572387396748 4.4615057904119541e-05 0.00050330896617055681 8.0881449074034673e-06 -7.4504632752214343e-05 -4.8260504091885762e-05 0.00096432813028463277 0.00070903167400725013 0.00010204862537351598 -0.00019201325121221186 -0.00087604567611296986 9.3103847275527441e-05 -7.303067057407165e-05 -4.4410266193259523e-05 0.00011440179100875018 -0.00013966207087243878 -0.00019276255936110563 5.1843922329529685e-05 4.2752965693107084e-05 2.8931005727822081e-05 0.00045566246395724119 -0.0018623545292320875 0.00024284160959872977
leaf_count=12551 5396 66760 6893 251 23938 11690 16533 1269 12583 552 5798 21544 39071 87 276 5337 2574 126 3060 11950 19151 16650 6922 2979 52066 5809 4239 1537 28 4311
internal_value=0 -0.0329003 0.0516039 -0.022131 -0.0626542 -0.0698102 -0.136072 0.262561 -0.0335349 -0.0729384 0.0738841 -0.00838789 0.000499371 0.0290488 0.0144935 0.149363 0.0079839 0.0124613 -0.0848893 0.0134635 0.0235097 0.0386152 0.0468367 0.0291175 0.0370772 -0.0545228 0.111153 0.179868 0.451109 0.13782
internal_count=361931 332372 29559 262552 72701 71181 28223 1520 42958 30375 6437 189851 168307 5885 129236 5613 123623 121049 69820 120923 108973 89822 84426 67776 64797 12731 17008 10115 1565 8550
shrinkage=0.000923845


Tree=2254
num_leaves=31
num_cat=0
split_feature=785 728 1431 728 771 1134 1237 647 590 519 712 788 261 597 1467 714 803 791 861 768 583 338 645 485 993 862 908 981 708 914
split_gain=40.8578 30.5929 28.2083 27.4803 25.951 25.7096 27.7866 25.5497 62.4447 24.3805 43.8835 32.4832 31.537 25.3704 24.9079 28.3928 43.0766 51.9539 43.8157 37.3481 34.0807 29.4935 29.4102 29.1286 28.286 30.849 29.6757 27.1325 26.9439 27.6745
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.49008176997875957 1.4820751525130569 1.0445639817206116 1.4298092310842805 -0.87782724458594241 0.58895901036483078 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.4582606246804526 -0.55326332990463356 -0.37226877974766154 1.0999280683389623 1.3228158288677994 -0.89727091510114898 1.0000000180025095e-35 0.73554732968959546 1.5547011264505639 -0.19102678227058997 2.4975337861131606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 9 6 -5 8 -3 13 -11 12 -12 14 15 19 17 24 -19 20 23 -20 -21 -2 25 -17 -27 -26 -22 -30
right_child=1 7 -4 5 -6 -7 -8 -9 -10 10 11 -13 -14 -15 -16 16 -18 18 21 22 28 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=-0.00021792164627202739 1.1657158284821856e-05 -0.00015251931598241509 -0.00016355743758030065 -1.1735282933611131e-05 -0.000252717684876909 0.00017197855138483448 -0.00029533972628550021 -0.00016157243854379247 0.00035352686920496761 -0.00021849776052030256 -0.00018443906352045037 0.00019409447498182103 0.00010283200708483551 0.00012171156439012421 8.668340493647355e-05 -0.00019237651787604949 4.1577357284090204e-05 -0.00015173704906974321 -0.00011338165973461648 -0.00030510276322533267 8.4179755851016686e-05 5.6305567541068223e-05 0.00012567782178398674 0.00029310225055928805 -0.00018602212092727244 -1.8255797225337206e-05 0.00039027330097650008 -5.4924341498565162e-05 -0.00012088863539618525 0.00033346531196300341
leaf_count=3396 11712 4821 35150 21171 4703 3309 1683 93730 1384 3133 2912 4194 3130 2112 2924 3766 6674 16502 7591 4731 3489 13442 857 1688 67982 3321 1030 7834 22965 595
internal_value=0 -0.115648 -0.102777 -0.030906 -0.0933687 -0.00795752 -0.0330506 -0.153551 -0.0107266 -0.0895014 -0.00551196 0.0579676 -0.0362838 -0.0967806 -0.0999099 -0.103565 -0.120735 -0.130915 -0.0616569 -0.0569787 -0.0349543 0.00106218 -0.234372 0.0516971 -0.161642 -0.0348415 0.0851187 -0.174833 -0.0812065 -0.110295
internal_count=361931 332372 232437 29559 197287 26163 22854 99935 6205 192584 13369 10236 6042 179215 177103 174179 128142 121468 37535 46037 40449 21033 5588 13400 83933 8117 4351 75816 27049 23560
shrinkage=0.000980392


Tree=2255
num_leaves=31
num_cat=0
split_feature=785 728 728 647 590 519 712 382 714 930 791 1080 803 507 851 1025 651 498 578 852 1007 768 993 789 444 264 872 689 1053 773
split_gain=52.6797 38.2662 29.5436 28.6694 65.1733 28.402 48.1107 35.2997 30.0877 55.9066 45.0084 57.673 47.5868 36.2419 33.6464 33.0917 30.1539 34.1724 44.1341 29.6334 31.7162 29.5542 29.3984 29.2044 28.9547 27.6126 28.2353 27.3554 25.5311 24.7389
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2092738772757108 1.9682860324222273 1.0941628986121894 -0.33811283005707693 1.0000000180025095e-35 1.1107569744011787 1.69116793757109 -0.87905496296652397 1.0000000180025095e-35 -0.58509654268748301 0.12803632432176856 -0.89727091510114898 1.1248358748350926 0.53875400747721158 1.6948692418889324 1.0000000180025095e-35 0.72022076402865742 -0.81076275553168931 1.1880435139967069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 8 -7 23 13 16 11 12 22 21 15 28 17 -10 -19 -18 -21 -2 -11 -8 -24 26 -13 29 -12 -15
right_child=1 3 -4 -5 -6 6 7 -9 9 10 14 25 -14 27 -16 -17 19 18 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012557244204313206 3.3021968151421738e-05 -6.7118362428483482e-05 7.7942252214466021e-05 -7.9742499282937459e-05 0.00041512472476377916 -0.00013380728150901762 0.00026703741055878328 8.3980137111854394e-06 -0.00012130172594062712 5.6288992513720652e-05 -0.00019445405806936379 9.5676710728174308e-06 0.00014005275744165114 0.00023770912173070934 -1.3837158594319797e-05 3.5104544876423943e-05 -6.6021874936835287e-05 0.00072016716858000149 4.3897687109938577e-06 0.00066697739024272097 9.8628319431524043e-05 -7.1905309122563833e-05 -5.7394448737688012e-05 -5.2973655829663616e-05 -0.00016740133450288757 -0.00029795977514832008 0.00036255656261710383 -0.00010873374682589112 0.00025732034074458458 -0.00010941559780818105
leaf_count=3396 29990 4821 26163 93730 1384 3773 5263 5727 53398 7100 517 1218 4212 5376 14967 7873 4293 347 3537 390 1867 19202 39334 1132 12244 377 2175 1472 5759 894
internal_value=0 -0.0325897 0.0630244 -0.0758495 0.0775541 -0.0181404 0.0651722 0.12532 -0.0255691 -0.0417105 -0.00941331 -0.0411096 -0.0583903 0.0186711 0.0630791 0.135137 -0.0977835 -0.117079 0.0877318 0.040731 0.229789 -0.00549455 -0.0759379 0.229159 -0.0940389 0.203766 0.26146 0.151822 0.245742 0.209977
internal_count=361931 332372 29559 99935 6205 232437 15895 12122 216542 159608 95776 66660 62890 56934 29116 14149 63832 57282 3884 6550 2257 49192 58678 6395 51578 3770 3393 7742 6276 6270
shrinkage=0.000905731


Tree=2256
num_leaves=31
num_cat=0
split_feature=728 50 194 1020 1357 773 1429 705 706 974 453 1470 1117 1188 1327 523 549 841 596 1009 1248 981 781 148 1031 710 760 655 1182 695
split_gain=36.6635 30.7435 45.9638 29.0449 27.8894 34.9213 27.251 26.5752 25.827 26.9433 25.7295 25.4258 24.4213 26.4596 25.3204 24.2111 25.0955 24.1049 24.1015 22.2789 22.6279 27.7312 22.2038 22.0845 22.027 22.2354 21.6049 21.5311 21.5274 24.4791
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.42539098041104462 1.0000000180025095e-35 0.67165941385979033 2.0258146145105322 0.66264601578696347 2.3178925073180721 -1.2126727935954851 -1.6149909386355696 -1.0299586579191236 -0.057529839681833332 -0.59383842161943923 -1.3900695809707992 -0.95413757472553506 4.2082765097838903 1.0000000180025095e-35 0.79961689822826132 2.4532324593068444 -0.70939275989704842 1.8382742172122921 1.0710442084254466 1.6167436385691853 -0.11162144267513126 1.0000000180025095e-35 0.21046056427361631 -0.69165252705830826
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -2 5 28 18 -4 24 12 -7 22 -10 14 -14 27 -17 -13 19 -6 -21 -22 -1 -19 25 -5 -15 -9 29 -3
right_child=3 4 7 8 6 10 -8 15 9 -11 -12 17 13 26 -16 16 -18 23 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028878420949251344 -0.0001097379317541267 -1.3355552615446381e-05 -4.1303334730979656e-05 -2.8053517030377486e-05 3.7402035343340923e-05 -4.1306263766245411e-05 -8.5996720387313355e-05 5.049269628418959e-05 -0.00050674031238066711 -0.00025863001674585149 0.00024667294867492369 -0.00028556259368657717 0.00063078894521208045 0.00024443065899572096 -0.00018686541660427208 -0.00013648062014760216 9.2569326303980121e-05 -8.8107285071112619e-05 0.001201906363753676 -0.00018664974146096925 0.00010358579009152963 0.0024586035159168034 8.5328381822874676e-05 -0.00037175970934844992 -0.00014699767077994781 0.00085838084005967152 -0.00017898046257684033 -0.00025037396832581756 6.348201797727691e-07 0.00010910294741519164
leaf_count=947 47529 8399 38850 44834 21190 26274 23880 1927 259 777 1309 7449 903 1743 247 2805 18879 36185 59 4661 1208 22 4989 2035 11648 135 1015 1936 18843 30994
internal_value=0 -0.0117141 -0.0411017 -0.064911 0.00917952 0.0316861 -0.0331649 -0.00642611 -0.032671 0.129016 -0.0296915 -0.104812 0.20282 0.245933 0.520369 0.0463069 0.0740793 -0.129999 0.0130213 0.00964717 -0.121764 0.160627 0.0328527 -0.107526 -0.0475264 -0.0269053 0.112543 -0.109619 0.0614621 0.0889868
internal_count=361931 252841 116002 109090 136839 85819 51020 64397 61561 4944 27583 51605 4167 3908 1150 25547 21684 45669 27140 27081 5891 1230 5936 38220 56617 44969 2758 3863 58236 39393
shrinkage=0.000942322


Tree=2257
num_leaves=31
num_cat=0
split_feature=1442 702 821 407 706 940 21 1469 1452 1466 1470 1469 752 1462 363 1464 1458 1451 1468 1454 494 1453 1453 1457 1441 1453 1453 1458 21 1465
split_gain=20.8249 26.1672 25.4637 29.7173 29.1544 30.6273 31.6135 33.9672 47.767 37.5497 38.7298 55.5667 35.4348 35.2987 33.3798 32.9283 32.7152 38.4134 30.425 38.1746 29.8439 28.5831 38.4606 33.8804 33.2115 30.8667 30.1451 63.1169 39.7554 47.0395
threshold=-1.2625182715263061 -1.634372087230789 -1.0305144854359449 -1.2965003005540392 2.0258146145105322 2.3907917078320593 -0.32341995197817647 -1.1256941366283033 -0.18157124906225561 0.10938426410252901 0.86093751738940238 0.078137871353226335 0.47813522950990667 -0.088208444556129667 2.0060274991659552 -0.065515111140320159 1.1037714186769987 1.0127412325901599 0.90889364240410331 -0.80169152520006459 -0.28878106300529388 3.5235182473523379 5.5477399240790328 0.4301736276701606 1.0000000180025095e-35 7.4121033239277905 1.9142027959396961 -0.093715886581318894 0.62211875780133752 1.661392035409482
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 -5 18 10 13 12 -12 15 20 -10 17 -15 -9 -20 -13 26 -23 25 -25 -24 -8 -28 29 -29
right_child=2 -3 3 4 -6 -7 21 8 9 -11 11 14 -14 16 -16 -17 -18 -19 19 -21 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=0.0041567067391679634 -0.0010955158405635003 -0.00115575850974693 -0.0016750533077900887 0.003577919401395669 0.0042978465490356782 -0.0034115647706442639 -9.4566070182562577e-05 0.0014150052281554494 -0.0073955985344272288 0.0019468456688379291 0.0069177519004705442 -0.0082631569587458126 -0.0050309930299329746 -4.6099724481884519e-05 -0.023736576204544682 -0.0012390869267539524 0.009197883145466856 -0.016158901106304555 0.017080099296415088 0.0039354950164393471 0.034308424954644326 -0.0079600114124544659 0.014504132308766073 -0.021052071720254202 0.012040756704789473 -0.01616933283907003 0.0075362154495654931 -0.014048748851084506 0.0023785362984830023 0.010626722678579965
leaf_count=2523 54452 78599 22402 9332 4098 6683 128389 21907 6098 6418 1015 53 1181 3087 42 2973 621 373 492 2710 200 2051 427 195 80 83 2916 809 1553 169
internal_value=0 -0.0467065 -0.00139761 0.00783932 0.0152222 0.0115937 0.015824 0.0594132 0.0336031 -0.044082 -0.107265 0.147664 0.0242249 -0.158476 1.05477 -0.244353 0.00790909 -0.0821888 0.0978109 0.29014 1.31125 -0.00209698 -0.217886 0.175675 -0.448687 0.484503 0.00252169 0.15498 -0.0930696 -0.435604
internal_count=361931 81122 280809 226357 203955 199857 193174 56502 47170 22061 15643 2491 2196 13152 295 9071 4081 3460 25109 3202 253 136672 2836 785 275 510 133836 5447 2531 978
shrinkage=0.02092


Tree=2258
num_leaves=31
num_cat=0
split_feature=785 728 727 647 590 51 325 801 705 50 59 1255 567 846 666 1395 376 126 21 77 1092 539 809 146 138 18 207 967 694 1322
split_gain=50.674 38.034 30.7189 27.4328 61.3441 27.0418 32.3417 31.7929 32.7227 28.3348 25.3768 24.6344 24.8339 23.4654 23.2679 26.3401 24.482 23.6861 22.9506 23.2805 28.1669 23.8841 28.9596 22.9097 33.0145 23.3345 22.7717 28.7359 23.2153 23.4772
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 1.4302281316754546 0.99715813669032338 1.0000000180025095e-35 1.0000000180025095e-35 -1.3792041983528314 2.0365552509707867 -0.53268848306471728 2.2575337098986954 2.1116406259308422 1.8828081291110934 1.402259659649604 1.0000000180025095e-35 0.95053894427522623 2.9499917481720264 1.0000000180025095e-35 1.0000000180025095e-35 2.2368666814773395 -0.98223957276639073 0.96372854793908636 -0.029151171244656309 1.3545109027618707 0.17260619259811572 -0.91030225149105248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 14 7 8 10 -8 -7 -10 -13 -5 16 17 26 -16 -4 21 -21 22 -20 -15 25 -25 27 -2 -29 -30
right_child=1 3 18 13 -6 6 9 -9 11 -11 -12 12 -14 23 15 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-1.5340416875401141e-05 -2.385800904394541e-05 -6.9262868745485382e-05 2.8407702571522577e-05 -2.8355493429574888e-05 0.00042685714809910286 3.1154109442259834e-05 -0.00018760941035309968 -0.00019721339633423354 -0.000338566706941163 -5.2854759526626e-05 -8.4226398908811084e-05 0.00010296362696898049 0.00050598625788832489 -0.00012016150895299442 0.00019074396468998724 -0.00073614460991481819 0.00013470463702234831 -0.00031619256676434035 -0.00010080815117503546 0.00048415373860862492 -0.0019011447098844279 0.00026489236579236019 0.00023714721800097307 0.00055475712895215474 -1.25829787554381e-05 0.002432373014486117 1.7730406650531436e-05 -0.00029328222919482898 -0.00052314920714683006 3.9528276842453237e-05
leaf_count=12551 62880 4821 6893 29774 1384 16792 16425 4545 730 19958 20549 8514 676 62243 4697 134 5448 395 2374 1537 28 4311 1865 292 1388 33 63522 3849 588 2735
internal_value=0 -0.0316501 0.0620779 -0.0747954 0.0752212 -0.0172443 -0.0503597 -0.0148493 0.00207869 -0.107147 -0.0299692 0.114756 0.141044 -0.0867338 0.000555857 0.134644 -0.00525989 0.158226 0.123887 0.192348 0.462042 0.15043 0.0433638 -0.115631 0.14328 0.783447 -0.0111475 -0.0391441 -0.181206 -0.0363751
internal_count=361931 332372 29559 99935 6205 232437 88189 51806 47261 36383 37341 9920 9190 93730 144248 5226 139022 5092 17008 10115 1565 8550 4239 63956 1713 325 133574 70052 7172 3323
shrinkage=0.000961169


Tree=2259
num_leaves=31
num_cat=0
split_feature=785 728 727 647 590 519 727 382 666 1049 714 791 803 861 583 708 1178 566 993 981 1169 485 694 914 767 575 1169 641 1047 188
split_gain=41.9144 40.6498 30.2718 28.2324 61.1322 26.7746 47.1147 33.8973 28.9574 28.402 27.1308 46.1556 51.0446 39.1436 36.6967 36.4259 35.8449 30.7942 30.3536 31.8938 31.538 29.8732 30.1916 28.0549 30.8997 27.7969 27.2834 28.5894 27.0401 26.9318
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.2575337098986954 1.2334500886949249 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 -0.55326332990463356 -0.19102678227058997 -0.82593005202705549 1.2601907840182427 -0.89727091510114898 1.5547011264505639 1.0000000180025095e-35 1.1857153933476321 1.4098461915668554 2.4975337861131606 0.46370404152391853 1.0000000180025095e-35 1.0000000180025095e-35 0.75102658654882404 2.2054433403887272 0.56595263301418985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 8 -7 9 10 29 14 12 18 -13 21 -16 -15 26 20 -20 -12 -2 -23 25 -25 -17 -18 -28 -21 -8
right_child=1 3 -4 -5 -6 6 7 -9 -10 -11 11 13 -14 16 15 23 17 -19 19 28 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-2.4674728447133134e-05 5.130266482194495e-05 -7.0164615249726872e-05 0.00010890203915800774 -8.6711996723550487e-05 0.0004251515230251659 -0.00014053416117013379 0.00021028968864194173 8.0725240661372185e-06 9.7456160726344435e-05 -5.0706552824192476e-05 0.00010789379130200997 -6.561622343660192e-05 0.00011349302819472903 -0.00011682279096099882 0.00013663174465339129 -0.00015140594016621909 0.0001175752581066995 0.0003167756299517656 -0.00011149397753852978 -1.7203543314219862e-05 -0.00013523724465617235 0.00050465114888198969 6.7113665822636181e-05 0.00053621461414844231 -0.00050717434067726959 -1.6527305573527185e-05 7.8772907730629365e-06 -0.00041295221346184755 0.00036789029740129928 0.00056841404093954727
leaf_count=12551 15181 4821 17008 93730 1384 3824 4201 5700 7337 1200 7121 20933 5739 4919 4668 12085 13348 2166 79346 8260 4978 1205 1327 649 169 20102 5009 1212 788 970
internal_value=0 -0.033549 0.051787 -0.0781214 0.0741139 -0.0186481 0.0622937 0.122512 -0.0258596 0.224537 -0.0312626 -0.0470105 -0.0733144 0.0124606 0.0113798 -0.0303711 0.0660503 0.101187 -0.0863515 -0.100614 0.0247679 0.092044 0.299924 -0.0597772 0.345177 -0.0710707 0.0717489 -0.0612108 0.0215234 0.291169
internal_count=361931 332372 29559 99935 6205 232437 15895 12071 216542 6371 209205 153819 106232 47587 55386 37673 26654 21735 100493 88394 12099 17713 2532 33005 818 32187 19569 6221 9048 5171
shrinkage=0.000961169


Tree=2260
num_leaves=31
num_cat=0
split_feature=785 728 728 647 590 1431 771 21 1122 519 712 788 261 666 1467 714 851 768 803 791 815 583 425 491 645 694 1016 921 485 1112
split_gain=47.0205 33.9667 29.3072 26.691 63.0986 25.8596 25.9337 24.8592 25.6849 23.6848 40.111 30.3245 30.4303 25.4905 24.6841 27.8011 42.6525 37.6902 36.5249 41.0346 37.6411 34.1027 33.4863 33.8939 30.9959 27.9629 27.9193 27.3097 26.9811 26.327
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 1.0099929608726099 1.4820751525130569 1.0000000180025095e-35 0.79579885031402708 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2575337098986954 3.2089320700182484 1.0000000180025095e-35 -0.84871412517626565 1.4582606246804526 1.9682860324222273 1.0000000180025095e-35 0.67237773758774566 -0.55326332990463356 -1.403423828020913 0.98107041598497147 1.0999280683389623 0.92978146010579865 1.0000000180025095e-35 0.62154522891879982 1.3228158288677994 -1.1554072583941497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 6 9 8 -4 13 -11 12 -12 14 15 17 -17 21 19 -18 22 28 -21 26 -19 29 -24 -25 -2 -23
right_child=1 3 7 -5 -6 -7 -8 -9 -10 10 11 -13 -14 -15 -16 16 18 24 -20 20 -22 25 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013289044135411527 9.3810836057791979e-05 -6.8500532188241038e-05 5.2337781947983595e-05 -7.8352506016524145e-05 0.000425299662659746 -7.4792078564944777e-05 -0.00016407688288766825 0.000132552718709469 -0.00019652705177306215 -0.0001242528373300325 -9.6048297187817269e-05 0.0002570857530265163 0.00017445235372406896 0.00010883575866636959 0.00016418206470196042 0.00010955905521109427 -8.3228974241006916e-05 -0.00022239903083053064 0.00010480141846452364 -0.00034133026070945033 0.0001490193898014048 0.0004568779171038376 -0.00012804782520144467 7.7808133468084699e-05 0.00021650475661908034 -4.3960794377818495e-05 2.5001732713879211e-05 0.00050902822766695833 0.00036393880204756905 6.3675814622903709e-05
leaf_count=3396 11410 4821 9068 93730 1384 35150 4703 15031 2064 3133 2912 4194 3130 6426 2824 7601 76916 4681 5852 2155 5421 828 12413 2870 826 19238 10929 678 1589 6558
internal_value=0 -0.0305056 0.0599186 -0.0713464 0.0767445 -0.016887 -0.00785022 0.0828924 0.00736529 -0.00395199 0.0786776 0.138472 0.0475124 -0.0112839 -0.016883 -0.0206388 -0.0381135 0.0265321 -0.04934 -0.059256 0.00607914 0.0491673 -0.0311278 -0.0122063 -0.156107 0.00204493 -0.0473969 0.178282 0.138385 0.110225
internal_count=361931 332372 29559 99935 6205 232437 197287 26163 11132 192584 13369 10236 6042 179215 172789 169965 124835 45130 117234 111382 34466 39623 29045 26890 5507 26624 23342 3548 12999 7386
shrinkage=0.000942322


Tree=2261
num_leaves=31
num_cat=0
split_feature=728 813 691 1392 1243 768 417 671 1414 561 1255 1396 567 363 147 258 17 917 1333 1052 786 751 217 1254 150 906 15 497 710 1455
split_gain=21.3946 20.8213 20.8198 22.9367 29.2925 23.1197 21.8189 25.262 26.3163 25.1992 25.8202 23.8616 23.7147 23.5883 22.7779 22.3784 22.7782 26.0762 23.8754 22.4614 21.5361 27.0357 25.4312 21.4437 22.7331 22.178 21.7282 21.3146 23.3077 21.2912
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.4255342478983304 -0.55078438286599651 2.7122035118055341 -1.3140386679589664 0.34917881023931147 2.6425086185778714 -0.97215334875907178 -0.8664948354579004 -1.2856777075755386 2.7083443205788176 2.1737059611274008 -1.2736009824285401 2.1748025981474917 -0.64709125981158055 -1.2540009096744018 -1.0220101631299889 1.0000000180025095e-35 1.1724460085898458 1.0000000180025095e-35 1.3125698612407326 -0.69650398561148552 -0.47463833568727781 -0.23664519685620991 1.8703165148441128 1.4488028212784896 -0.32624739719646195 -0.93799651660418903 2.5522110869383945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 27 9 14 -9 15 13 12 -12 -11 29 -1 -17 19 -19 -18 21 22 -14 -7 25 26 -25 -4 -29 -8
right_child=1 -3 3 4 -6 23 7 8 -10 10 11 -13 20 -15 -16 16 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00074406313088821552 -0.0017437533005086128 -0.00027203280583917009 -0.0024870617706420762 -3.355379584902133e-05 -0.014857900862666296 -0.0060528265840773376 0.00089786505117556809 0.02258297900848983 -0.0048264275058828091 0.022137032214264805 -0.00033129324116499458 -0.0059298761922519866 0.019801372500202682 -0.0032347714595652162 -0.0035363574554235404 -0.0028481388003349876 0.0097794315744960027 0.003194566779153544 -0.00049396675845740537 -0.0070877633671475124 -0.0014840290426452549 -0.012346831013020761 0.0057453427402924234 -0.0081315726084424042 0.0031460557013679824 0.010736090313909064 0.012361010188895348 0.066160230846607201 0.012292780949154238 0.0052130221405541598
leaf_count=9756 47070 62020 345 16960 386 5712 69037 63 2009 73 105064 1643 311 11004 2500 2135 1436 10223 6006 229 834 135 956 1698 1578 228 122 22 202 2174
internal_value=0 -0.0405808 0.000408813 -0.061701 -0.0141735 -0.160882 0.00718921 0.0369863 -0.191847 -0.00923918 -0.0243593 -0.0150352 -0.0109222 -0.145865 0.0439553 0.048767 0.0930606 0.118203 0.090412 0.384447 0.206487 0.364127 0.453535 -0.192122 -0.0512559 -0.229208 -0.317457 0.308592 0.812759 0.0508031
internal_count=361931 109090 252841 27253 17346 9907 225588 75783 2072 149805 120020 108943 107300 11077 73711 29785 20029 17894 16229 1665 2236 1402 1267 9338 3626 2048 1820 569 224 71211
shrinkage=0.0205098


Tree=2262
num_leaves=31
num_cat=0
split_feature=1430 1298 884 1016 1094 690 1429 794 1326 363 1458 816 126 321 127 556 428 653 764 702 478 545 85 130 848 1216 1324 225 651 672
split_gain=21.0591 34.4538 27.9252 28.8155 30.524 28.6865 26.1467 22.7522 23.9345 22.7151 23.6027 27.9211 23.1733 25.2922 23.1749 25.418 25.5293 24.8065 22.8591 22.7043 34.9486 26.1763 35.6155 29.1337 23.8428 23.5899 22.4181 22.1609 22.1455 23.7543
threshold=0.54622893720785959 1.0000000180025095e-35 0.66905551989196432 1.0000000180025095e-35 1.8810513901052739 -0.20065500557806043 1.13172262110474 2.2041218380651819 -1.6073432558180747 -1.0947813320399771 1.8460070869938618 6.0906794990390116 1.402259659649604 1.3688699032798501 1.7945150566950006 -0.18138917218644304 -0.72852951493345153 1.0000000180025095e-35 2.9459870233051073 2.2275443133153514 0.54569065282110529 1.0000000180025095e-35 0.75205481786767825 1.7243530357355066 0.65782335200896591 2.3855481443271001 0.55007563033747175 -1.0055685226055677 1.1107569744011787 -0.65546635319905777
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 9 -8 -9 -1 11 12 14 -14 15 26 -17 18 -18 21 27 22 23 24 -3 -23 -11 -21 -2 -30
right_child=28 19 5 -5 -6 -7 7 8 -10 10 -12 -13 13 -15 -16 16 17 -19 -20 20 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.013498480671467321 0.00077099730918558983 0.000739605189038445 -0.0023274237660479017 -0.00044113846159259769 -0.0080157191159099528 0.0062027759012153807 -0.0065034402294517468 0.056232490248386564 0.0040560085588123122 0.0012805680359092521 0.0038595931533943022 0.017099058939102435 -0.0042027553995961598 -0.021186431405151102 -0.0065751660965568809 -0.0071721812084493452 -0.00051724270417580773 -0.0056611701972408002 0.026346717326682485 0.021522969844164009 0.0094002064922842632 0.00074341149083835588 -0.0038983158596212603 -0.0052440192739120857 -0.0024699015849887636 -0.0044785393043956703 -0.0027386013570959386 -0.0069055831088606773 -0.0045961734446718734 0.00013746423101009911
leaf_count=697 73671 36280 1615 47919 4813 2236 8449 38 371 17494 2197 141 6458 258 3262 5460 12057 4875 120 69 485 86101 10086 3689 9792 2998 6217 2707 4098 7278
internal_value=0 -0.0202867 -0.0528708 -0.0609161 -0.0981433 0.12489 -0.0860184 -0.249106 0.42208 -0.0689533 -0.0638868 -0.0758437 -0.0800361 -0.219824 -0.0592485 -0.0448047 -0.115677 -0.0711511 -0.0117435 0.0012806 -0.183338 0.00544932 -0.0361006 -0.00976163 0.00601157 0.0272869 0.0100842 -0.272985 0.020092 -0.0703962
internal_count=361931 276884 124677 120826 72907 3851 68094 8858 409 59236 58539 56342 56201 6716 49485 46223 22512 17052 12177 152207 3261 148946 59847 49761 46072 89099 23711 2776 85047 11376
shrinkage=0.0226445


Tree=2263
num_leaves=31
num_cat=0
split_feature=785 181 50 56 893 727 1462 143 1292 290 207 186 841 841 597 365 423 1318 623 1244 405 120 537 1260 1463 395 851 77 971 340
split_gain=46.5898 36.7134 29.9083 40.8211 29.4728 29.4137 28.4271 29.3451 26.722 25.9045 26.7744 24.7015 24.5946 24.5603 24.1273 23.3291 23.1672 22.9916 25.1145 22.8827 22.8581 22.837 24.3901 24.2184 23.9789 26.0423 22.603 22.5885 22.2102 27.3032
threshold=-0.86283290253235112 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.3799317331127356 1.0000000180025095e-35 3.4653406265423476 0.78458919907207292 4.2723572642285665 2.1089670232183031 -0.084806946168647548 3.4218915452636995 1.0950124441464968 -0.41251201907653995 3.1596628491584919 -1.1035687997389785 0.2753432929491117 -1.0731205017533771 -0.024657624075993714 -2.0027994516645182 3.5736363738346935 1.0000000180025095e-35 5.5751539298594492 0.34123676599340397 0.90719767209004865 1.0000000180025095e-35 -0.84871412517626565 1.5029597294391763 -0.69531282290665342 1.3931997016493665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 9 -1 8 -8 11 10 16 21 -4 -11 19 -12 17 -5 -19 -3 27 23 24 -2 25 -23 -17 28 -7 -30
right_child=1 14 12 4 -6 20 7 -9 -10 13 15 -13 -14 -15 -16 26 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.853380449233462e-05 -2.9369605243447584e-05 -0.0007247546979463771 3.3412579104210235e-05 -0.00018145786083930139 -9.5930197548228533e-05 -8.3812468492618767e-05 6.3279000251673494e-05 0.00084366731540301597 0.00061226405139635891 0.00032299747209131244 -0.00023775099355056729 -0.00058367742592024591 -8.6955427949926442e-05 4.8042009966243053e-05 0.00050026566349786229 0.00019965295471015653 -0.00012028641514421227 -5.6520561303327427e-05 7.6059709509020056e-05 -8.5057041040125815e-05 -0.00084035363913280013 -0.0002477279409303679 0.001759517067057852 -0.00016648256150128351 4.578384742810627e-05 -9.1056747885878204e-05 2.4380307326384312e-05 0.00042474359729406766 0.00016131700865383951 -0.00024670493821474736
leaf_count=12551 40911 491 55299 3257 20379 2392 1026 252 208 1797 1468 786 8646 4703 298 3405 13910 12992 12393 69031 126 18034 41 10225 3818 12128 36874 1163 12556 771
internal_value=0 -0.0324827 -0.021335 -0.0364336 -0.0107448 0.0574508 -0.0798847 0.244827 -0.0863276 0.0039773 -0.00658545 -0.0891491 0.0177309 0.128718 -0.0862856 0.0311333 -0.0457481 -0.0118893 0.00960763 -0.0901353 0.118032 -0.085472 -0.141731 -0.0546624 -0.144433 -0.171381 0.0403671 0.124643 0.103859 0.139409
internal_count=361931 332372 262552 198607 111178 29559 87429 1278 86151 90799 84299 85943 63945 6500 69820 41747 42552 28642 25385 69522 17008 85157 34021 51136 33980 30162 40279 16882 15719 13327
shrinkage=0.000980392


Tree=2264
num_leaves=31
num_cat=0
split_feature=785 181 837 277 567 727 1286 8 1463 942 484 145 597 1244 402 1464 1467 139 547 142 264 974 263 1367 1154 1253 143 854 896 706
split_gain=42.409 35.1925 27.9994 31.0048 31.5628 27.2496 26.5993 30.4657 31.0976 38.7077 24.6054 26.3225 23.524 22.9066 22.4961 24.18 22.4697 25.2428 22.4296 22.2745 22.2536 22.2391 21.6276 21.4417 22.6584 21.8446 22.6591 21.265 26.0208 31.0268
threshold=-0.86283290253235112 1.0000000180025095e-35 0.64384972645585192 1.383899167819199 0.92516156521891413 1.0000000180025095e-35 0.78161905918100072 -1.3201780167189929 -0.043407658172389896 0.44633743931240322 0.40243943359777712 -1.1507712560729344 3.1596628491584919 -2.0027994516645182 2.3072461888407707 0.46787064418763252 -0.41259912630364309 -1.0330013613250195 1.4078093546699517 -1.1002423157282424 1.0000000180025095e-35 2.7880706324053377 1.6445160113075163 1.0000000180025095e-35 0.64688600350087422 -0.11922804576036762 1.1775757806348488 0.6247898780741229 -1.1308725805994078 0.63967941088750668
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 19 27 10 -8 14 16 -2 -12 13 -3 -9 -16 17 -10 23 21 -19 -4 -15 24 25 26 -7 28 -1 -30
right_child=1 12 3 -5 -6 18 7 8 9 -11 11 -13 -14 22 15 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00019539307726359993 -8.6486257687180637e-06 -0.00070974168457667134 7.5578678438606876e-05 -0.00025668966526156848 7.2399038811604805e-05 -0.00022606387583952282 -0.00020647304669855739 1.4524589818556695e-05 0.00076318202742438443 0.00026739716335011951 0.00012919238948232923 -9.3292595180407387e-05 0.000484280870247845 -9.3360294988059926e-05 -0.0005240426901252477 0.00039612101628595364 -3.1354998452464836e-05 -7.8070079762808178e-05 -0.00018235638061623924 -9.0764654469255226e-05 0.00024665433742313003 0.0012753994027761974 9.0079595188119442e-05 0.00019846394103856889 0.00031021162839322549 0.000102044305393466 0.00036742970214481935 -0.00020526590739550123 -7.9615848230066402e-05 0.00016892072976903917
leaf_count=1939 127297 491 3113 4948 8236 2178 2580 21683 268 4928 2973 33295 298 65986 627 129 6130 1569 1040 42470 2248 58 3045 9109 1261 3126 294 2257 3678 4677
internal_value=0 -0.0323953 -0.0214831 -0.0686038 -0.0531337 0.0534128 -0.00976493 0.0400466 0.0541408 0.128105 -0.0229147 -0.0779468 -0.0850837 -0.0888871 0.001827 -0.357907 0.0506495 0.173516 0.111794 -0.0793603 0.127661 0.110603 -0.0855073 0.132799 0.0449072 -0.00910605 -0.159016 -0.0199989 0.0190087 0.0689456
internal_count=361931 332372 262552 58825 53877 29559 203727 40162 37582 15143 163565 36268 69820 69522 22439 756 10215 4085 17008 45641 3817 3171 69031 15968 6859 5598 2472 12551 10294 8355
shrinkage=0.000961169


Tree=2265
num_leaves=31
num_cat=0
split_feature=43 1454 1452 1461 1461 1453 1459 21 1453 1452 1459 21 1454 1457 1449 1469 1469 1457 21 227 1454 1222 1460 1454 1463 976 678 1463 1455 1456
split_gain=21.1564 21.7129 36.0419 29.1458 54.5243 30.2839 37.5961 35.3067 41.4559 46.253 75.5346 43.845 47.6379 36.0289 35.2568 33.2052 31.6473 37.2573 31.5927 31.188 29.4189 30.8721 29.3026 29.1517 31.7681 28.2179 28.1531 27.8349 27.7067 27.6793
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 -0.039446766248907701 0.24958497069641289 3.3620603879665567 3.2302017972513801 1.3785497256249488 1.9142027959396961 0.57845329651378008 0.085311576063013358 2.3240884354044633 -0.12591398429191614 -0.18238571527943001 0.43239001757989953 -0.85817591263240789 -0.18544626111331777 0.16218370110543842 0.62211875780133752 -0.60239639909190867 -0.12591398429191614 1.2281653790456704 0.30548030094620887 4.559288761755254 4.2983202111873604 0.36626269034231312 0.98573251906422088 4.0643752478539312 1.1386082259262511 3.742879312526544
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 22 7 18 23 9 11 14 19 -13 -12 15 28 17 -14 -7 -9 -21 -22 -5 24 27 -20 -19 29 -11 -3
right_child=-2 3 -4 4 -6 6 -8 8 -10 10 13 12 16 -15 -16 -17 -18 26 25 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.000315699654287939 -0.00097898981918722499 0.00040265858500226947 -0.0051184027725966258 -0.0062097532855467106 -0.00039420593259812189 -0.00069275119246136121 0.0073272642449714103 0.010562421934799433 0.010723947499601958 -0.016445499495007843 -0.0040766677372451286 -0.021330489903718438 0.011368747798229419 0.010317717978913227 -0.00093889398438579369 -0.020865788190040643 -0.0068465076422430625 0.00028696603001501938 -0.012805876892942115 0.013197366584073163 0.0018864339602867072 0.017330129642137801 -0.022895872791168687 -0.0066421842492502244 0.0078807930530451608 0.0013104596051044309 -0.027202793246565715 -0.015921183103867049 0.011672573019516304 0.0046930954141471588
leaf_count=147014 74777 83878 4165 1849 28339 1518 466 1552 1022 131 567 291 671 714 483 623 785 453 1229 472 4579 235 314 1033 1067 381 75 204 134 2910
internal_value=0 -0.00155549 -0.0212734 0.018446 -0.0438036 0.0355772 -0.159539 0.042819 0.145983 0.108542 -0.137948 0.180531 -0.0860377 0.223467 -0.492664 -0.75853 0.017391 0.224398 -0.253093 0.262062 0.185369 0.133155 -0.425811 0.0262582 0.0308492 -0.475121 -0.179317 0.0258447 -0.120067 0.027808
internal_count=361931 287154 151179 135975 30502 105473 3594 101879 12787 11765 2652 9113 2275 1281 1371 888 1984 1199 3128 6838 5286 4814 2163 89092 88059 1610 528 86992 265 86788
shrinkage=0.0201077


Tree=2266
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 12 712 1449 727 1430 1012 629 232 1181 285 1243 507 354 175 553 222 547 896 89 1362 735 214 222 841
split_gain=41.9972 33.0802 72.9261 37.2784 43.6307 33.9586 30.5858 28.6202 29.2499 27.6238 26.7113 26.5389 27.3947 26.2263 24.0404 23.836 23.3098 22.9113 27.0884 25.8383 25.3344 23.3147 22.6196 22.1584 22.0798 22.0357 23.3464 22.8339 22.0408 22.0266
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.59727736220901595 -0.63779424894106762 0.74561756370782817 1.0000000180025095e-35 4.2254883379486126 1.4711245761114824 1.6763192150694557 0.92584771804271815 -0.59467284272644005 -1.1152437199248966 1.473013388195284 1.0941628986121894 1.4538665454787782 1.0000000180025095e-35 -0.44446617538538585 -1.5421810694528248 1.4078093546699517 -0.43454379769620094 1.69174336185547 1.0087403405179345 0.45736174636922805 0.62524199857366669 1.4023215675134901 1.0950124441464968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 16 6 7 -5 14 10 -1 23 12 -6 17 -2 24 29 18 19 -8 21 -21 -11 -9 -10 26 -17 28 -28 -3
right_child=1 3 -4 4 11 -7 13 8 15 22 -12 -13 -14 -15 -16 25 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.9209560394532037e-05 -0.00018279660209971206 -1.1570219148090941e-05 -1.7749203487011877e-05 -4.8881582046306533e-05 -0.00010910423431283777 -0.00025102789225423726 0.00018724254352261185 -8.5931608471791562e-05 0.00036220829205627618 0.00013167554943928908 0.00084240414946680411 0.0004803545274328094 -0.00064076476646504035 -5.9083082891793422e-05 0.00010986832672989844 -8.6760400271231744e-05 -0.00013164985721628684 -7.3007219948276837e-05 0.00036863412920674297 -0.00095499756667699371 -1.4277881849584455e-05 0.00017381445701366321 -0.00018608529417185751 -0.00021996927051411337 0.0021942948611961013 -0.00046683012469204673 0.00049891928316680913 -0.00036569661654529842 -0.00041096726330426482 -0.0001002415376733417
leaf_count=12551 2450 99863 82513 9440 5609 20329 9978 14541 478 15968 97 295 429 4378 5424 3894 12354 2563 1821 98 8698 5333 1040 23753 36 811 996 287 153 15751
internal_value=0 -0.0310683 -0.0591617 -0.0117973 0.035491 -0.130608 0.0601234 -0.10077 -0.130554 0.0543868 -0.162874 -0.119634 -0.147458 0.0883461 0.0303357 0.0209766 -0.0335488 0.110852 0.129006 0.111324 0.0552887 0.162024 0.113202 -0.168183 0.509506 -0.0254945 0.0255055 0.263285 0.391857 -0.0242271
internal_count=361931 332372 155762 176610 48642 73249 42309 52920 45046 29559 38391 6333 6038 32869 7874 6655 127968 28491 25928 24107 14129 5431 17008 38294 514 6141 5330 1436 1149 115614
shrinkage=0.000980392


Tree=2267
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 727 12 1449 712 651 1430 232 1012 1243 981 507 354 175 553 222 1007 405 911 854 896 706 500 77 841
split_gain=47.619 35.6856 70.1432 39.508 44.186 33.7627 32.5963 30.0689 28.3048 27.4325 27.0843 27.0654 26.2399 24.7488 23.9991 23.1743 22.997 26.9908 25.4935 25.5061 23.3308 22.8309 22.7323 22.5217 22.4196 27.7717 32.8502 24.0212 22.3598 22.2686
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 1.0000000180025095e-35 -0.59727736220901595 0.74561756370782817 -0.63779424894106762 1.1107569744011787 4.2254883379486126 0.92584771804271815 1.4711245761114824 1.473013388195284 -0.38896401988591511 1.0941628986121894 1.4538665454787782 1.0000000180025095e-35 -0.44446617538538585 -1.5421810694528248 -0.58509654268748301 3.5736363738346935 2.309006585848373 0.6247898780741229 -1.1308725805994078 0.63967941088750668 -1.1478885581931528 1.5029597294391763 1.0950124441464968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 14 7 8 24 -5 9 15 13 -11 16 -6 29 -2 17 18 -9 20 -20 -12 28 -4 25 27 -27 -1 -8 -3
right_child=1 3 23 4 10 -7 22 12 -10 11 21 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0011656875094090773 -0.0001830825098580943 -1.0998959654499072e-05 -2.5306783959095179e-05 -4.4793769470958043e-05 -7.8385136001194602e-05 -0.00024541733069472263 0.00010523968762489508 0.00018512539670022046 3.295991642550965e-05 -0.0001602534653679458 0.00014095614299295474 0.00083321921728085732 -5.5962618212938893e-05 0.00055286360443377333 -0.00013028878928869316 0.00010897540540995851 -6.9873421687735173e-05 0.00036297753532345148 -0.00093445479150492414 -1.1773988509417388e-05 0.00017317919536682892 -0.00047970606138764653 -0.00081682540158385664 0.00019599730456876241 -0.00021087400904122938 -8.1855885131579801e-05 0.00017397451073477985 -0.00014852519212033184 0.00041999799418127655 -9.8388297450164238e-05
leaf_count=111 2463 99863 80447 9440 4692 20329 15719 9978 7886 38294 262 97 4378 257 12354 4180 2563 1821 98 8698 5333 1122 126 2066 2257 3678 4677 1828 1163 15751
internal_value=0 -0.0310281 -0.0601841 -0.0110101 0.0376716 -0.130258 0.0598642 0.0624577 -0.100516 -0.129151 -0.118439 -0.161379 0.0904346 -0.0492056 -0.0333964 0.0115987 0.112941 0.131127 0.113479 0.0578269 0.164914 -0.368462 0.123581 -0.0199681 -0.0205235 0.0195407 0.0711177 -0.210366 0.130159 -0.0239361
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 45034 6333 38391 32869 4949 127968 6643 28491 25928 24107 14129 5431 1384 17008 82513 12551 10294 8355 1939 16882 115614
shrinkage=0.000961169


Tree=2268
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 727 12 1449 712 1430 651 841 232 1290 1329 1012 1030 1010 981 508 354 175 553 222 1007 896 65 346 428
split_gain=52.9238 39.9932 76.6235 45.6586 43.6217 36.2463 32.7055 32.0517 28.3096 29.3298 27.8269 26.8733 26.6526 26.3541 24.751 28.6606 24.2788 23.7844 23.7201 23.6516 22.9507 26.557 25.2539 25.1027 22.9797 22.8105 22.6078 22.4481 22.4013 26.6894
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 1.0000000180025095e-35 -0.59727736220901595 0.74561756370782817 -0.63779424894106762 4.2254883379486126 1.1107569744011787 1.1672291848996961 0.92584771804271815 1.0000000180025095e-35 0.045641018049856492 1.4711245761114824 0.99422031274767553 4.1811079772937587 -0.38896401988591511 0.93928964529742032 1.4862013929906015 1.0000000180025095e-35 -0.44446617538538585 -1.5421810694528248 -0.58509654268748301 -0.43454379769620094 0.77605621623814935 0.22414172584433242 -0.68788648655711215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 12 7 8 -1 -5 9 19 26 16 14 20 15 -3 -6 28 -4 -2 21 22 -9 24 -24 -13 -11 -14 -8 -30
right_child=1 3 18 4 11 -7 17 13 -10 10 -12 25 27 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.0968442406923368e-05 -0.00018891040918456959 2.0114847430694225e-05 -2.7045444248840852e-05 -4.9408031992067827e-05 -7.8510632845783744e-05 -0.00025860949018909779 0.00018310046808427298 0.00018868300979726414 2.3448822688128237e-05 -9.2055477531700596e-05 0.00083677735401956478 0.00014137449166344563 -7.7722911747168485e-05 -5.6646717066926629e-05 -7.7699817029592462e-05 -7.0394136306138133e-05 0.00054577145876916688 -0.00018616173087138008 0.00058950357358938065 0.00010513556003964532 -4.0770544086849655e-05 0.0003741583402550549 -0.00092682879176498657 -1.0019618920801608e-05 0.00017683117208694622 -0.0004782276893698332 -0.00022411355869575116 -0.00027437669258336371 -0.00035309178973418032 8.4766508340023227e-05
leaf_count=12551 2463 54193 82259 9440 4692 20329 12160 9671 7886 14541 97 262 11413 4378 34075 24255 257 997 254 4180 3544 1669 97 8379 5131 1122 23753 4032 748 3103
internal_value=0 -0.037065 -0.0678038 -0.0159134 0.0363313 -0.140565 0.0585487 0.0608981 -0.109824 -0.138308 -0.171392 -0.118547 -0.0398976 0.0897413 -0.0277316 -0.00648127 -0.0496978 0.122231 -0.0258034 0.0068229 0.112256 0.133957 0.11661 0.0601741 0.168346 -0.367228 -0.176761 -0.127621 0.143348 0.00118193
internal_count=361931 332372 155762 176610 48642 73249 29559 42309 52920 45034 38391 6333 127968 32869 112523 78448 4949 17008 82513 6643 28491 24947 23278 13607 5228 1384 38294 15445 16011 3851
shrinkage=0.000961169


Tree=2269
num_leaves=31
num_cat=0
split_feature=785 181 727 837 277 567 1286 8 942 1463 540 597 484 145 427 498 616 1030 1244 142 87 1469 979 769 972 1407 1032 819 974 346
split_gain=47.6331 35.1991 29.7006 28.8571 30.9547 30.673 29.4227 30.8526 31.2071 39.0568 29.3132 24.1007 24.0443 26.0678 23.6106 28.2735 25.4631 23.5559 22.7558 22.338 22.1102 23.4047 22.8258 23.1387 24.5208 22.876 22.8375 22.0199 21.7286 21.7129
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.64384972645585192 1.383899167819199 0.92516156521891413 0.78161905918100072 -1.3201780167189929 0.44633743931240322 -0.11337658786490251 1.6305215107933637 3.1596628491584919 0.40243943359777712 -1.1507712560729344 -0.60706248525251094 1.8624117431693454 1.0032126598012274 0.99422031274767553 -2.0027994516645182 -1.1002423157282424 0.56076668980743449 -1.3184646215665221 1.4755368708648944 -0.18459183902417517 -0.18266899146685639 1.0000000180025095e-35 0.276215849165587 3.5547049458807911 2.7880706324053377 0.22414172584433242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 5 19 12 -8 14 10 -10 18 -2 -14 15 -9 27 29 -3 28 -20 -22 -23 24 -24 26 -26 -16 -5 -4
right_child=1 11 17 4 -6 -7 7 8 9 -11 -12 -13 13 -15 16 -17 -18 -19 20 -21 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.8618794914194514e-05 -1.0273992987078024e-05 -0.00072328847298563221 0.00018266342854226112 7.6623863273921397e-05 -0.00026320858911270671 7.0530597847851686e-05 -0.00021044447447838381 -0.00014328217273209298 7.4221622334761069e-05 0.000272935099224008 -0.00045086720475250014 0.00050025132239080964 0.0001301281112019198 -9.5758690412077322e-05 7.9207195741358454e-05 0.00039726468986710548 -0.00020439312372499591 -0.00019284240691725606 -6.3400850842437287e-05 -9.3754980244028144e-05 0.00064902326576339001 -0.00022246742168705256 -0.00060052546278583523 -0.00016618475089345494 0.0027454808977341884 -0.00031742965418228889 0.00091412829260294009 -0.00087530101943359957 0.0012875868598435387 -5.8702706789818811e-07
leaf_count=12551 127297 491 12160 3113 4948 8236 2580 6468 6294 5232 482 298 2973 33295 16369 460 2121 997 54762 42470 141 13370 74 425 46 66 147 156 58 3851
internal_value=0 -0.0332169 0.0577388 -0.0223011 -0.0701387 -0.0546836 -0.0104039 0.0419874 0.0561631 0.143543 0.0366429 -0.0858983 -0.0242346 -0.0786486 0.0117233 -0.104159 0.0499695 0.118643 -0.0897463 -0.0805401 -0.0863822 -0.184438 -0.199125 0.244688 0.756943 1.12418 1.53511 0.0745674 0.109737 0.139726
internal_count=361931 332372 29559 262552 58825 53877 203727 40162 37582 12008 6776 69820 163565 36268 25574 6928 18646 17008 69522 45641 69031 14269 14128 758 333 259 193 16525 3171 16011
shrinkage=0.000980392


Tree=2270
num_leaves=31
num_cat=0
split_feature=785 519 727 728 921 783 126 464 583 332 677 1049 583 21 727 1262 990 639 550 965 261 774 620 685 547 203 845 706 649 300
split_gain=54.8283 42.1018 48.8497 46.7356 43.9292 90.8504 37.0975 43.3902 35.5556 35.0972 35.0454 34.9046 34.6377 34.503 32.1577 31.9974 31.9082 31.3863 29.8624 29.2278 28.7671 27.9109 27.6665 26.9701 26.8035 26.684 26.5335 26.5193 27.6256 26.1351
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 -0.55326332990463356 1.0000000180025095e-35 1.0000000180025095e-35 1.285893796353293 -0.55326332990463356 -1.6471741456694959 1.0000000180025095e-35 -0.62488128293360001 1.09266583130301 0.11942102837874842 0.29966714842153758 0.1463002810917281 1.0000000180025095e-35 1.479677659778263 0.73453660653904396 3.1937759515711339 -0.2980246578018278 1.0605395091208547 -0.42901637014588834 0.85558832110916161 1.0000000180025095e-35 1.1057662928872605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 27 8 6 21 7 10 18 24 13 12 -4 -5 -1 -9 -7 19 -2 -10 -14 -6 -17 -11 -8 29 -26 -3 -29 -15
right_child=1 2 11 4 5 16 9 15 17 23 -12 -13 20 25 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-1.5948351283968233e-05 4.5830976150488281e-05 -0.00013845017064208377 -5.209750979488953e-06 0.00037116614387279468 -6.4769170212780085e-05 0.00014370427493843159 -4.2251960926102204e-05 9.6613038513275873e-06 6.6391888793807658e-05 1.060863692721557e-05 -9.9876962601378358e-05 -9.6635212396751322e-05 0.00011144010686106255 -0.00024643533469719187 0.00011617287353569309 -0.00011251536459016053 0.00046590097102219797 -0.00012587198263140881 0.0002547572073853464 -6.6677387455264797e-05 0.0003495409501170932 0.00014946305352673666 2.0937467895354707e-05 -0.00042362708580538812 -4.53467897507796e-05 -0.00041576506673847891 -0.0002404474930558268 -0.00012694775817096547 0.00024117157330799606 2.4631030140543492e-05
leaf_count=12551 16470 6191 2766 856 24989 5164 31646 20867 16348 41509 28414 2010 3326 14839 17008 41700 1532 11228 2851 12286 3969 2769 8776 909 6585 8502 10020 1462 1794 2594
internal_value=0 -0.0348873 0.0535399 -0.0426473 -0.0574675 0.016834 -0.0707277 -0.0990269 0.0132595 -0.0360794 -0.159284 0.136228 0.185794 -0.249475 0.0625487 -0.0644495 0.236319 -0.0267564 0.0884351 0.0104062 0.260409 -0.0444688 -0.0967313 0.005236 -0.0860224 -0.26875 -0.172419 -0.0658097 0.0899303 -0.213615
internal_count=361931 332372 21518 310854 251671 34454 217217 126548 59183 90669 55205 12071 10061 26791 29559 71343 6696 39862 19321 28634 7295 27758 50476 42418 48251 25935 16605 9447 3256 17433
shrinkage=0.000923845


Tree=2271
num_leaves=31
num_cat=0
split_feature=785 470 395 203 264 1071 657 192 1436 1363 263 990 296 1464 1465 1454 1450 1459 1466 320 1468 1462 1452 1457 271 1243 727 1036 1466 944
split_gain=46.7748 36.916 43.4601 33.2709 29.59 33.3107 29.7469 29.517 29.3307 26.9877 35.4204 26.4937 26.7331 26.1655 43.1516 29.4473 48.0624 33.7895 39.4085 30.2024 26.6852 30.8503 29.1095 32.5964 27.7767 27.7019 26.0289 25.1384 28.5389 28.2757
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.38646845251715672 0.69084194168817237 0.72755686970153477 1.0000000180025095e-35 0.60428344764309971 1.0000000180025095e-35 0.66115833724634121 1.09266583130301 -0.53895910145012016 -0.074891043096876886 0.57942899407087378 -0.40696913463973794 -0.01180047070279761 0.43577943106047246 3.2754529010249787 0.88160724310766836 0.90889364240410331 0.25644420496290959 -0.23925522981379169 0.041329821661130785 -0.29502685028357389 1.473013388195284 1.0000000180025095e-35 -0.49291796627948531 1.2962903438419942 1.4781763871474156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 3 8 13 7 -7 -6 -2 10 -9 12 -8 14 20 16 19 18 -17 -16 25 -22 23 24 -23 -3 -1 28 -4 -29
right_child=1 4 27 -5 5 6 11 9 -10 -11 -12 -13 -14 -15 15 17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.2752246841253225e-05 -0.00011417157360942439 -7.6727951280662057e-05 -1.5956432738935981e-06 -0.00023188465918679696 2.0928336793679137e-05 -1.7143300527693153e-05 -0.00076942849147041965 0.00010114850462862689 3.6875505330407492e-05 -5.5404481945582292e-05 0.00036635498288235628 0.00022408062951083063 -0.00022365695507964523 7.9542204367558787e-06 -0.00010415918905809919 -0.00016990999939191971 0.00066693839230414908 0.00015767864199250898 0.00072270457891032323 0.0007401960926422084 -4.7656515385096917e-05 0.00095637712503856198 -2.9437423879479083e-05 1.1900796477775794e-06 0.00012532873563608584 -0.00024737585849223876 0.00011091800356605358 -7.3988675107597671e-05 0.00022144498582588908 0.00012153887743006098
leaf_count=12551 44543 55129 28233 20163 27577 6252 533 5665 8422 2115 2722 286 1044 51848 1246 4029 823 3469 206 210 5196 515 1008 451 266 5893 17008 48430 2558 3540
internal_value=0 -0.0315495 -0.0612278 -0.116311 -0.0112428 0.0326834 -0.0852983 0.0588573 -0.0870191 0.149016 0.199771 -0.310433 -0.418367 -0.0297647 -0.0566519 0.0763515 0.297772 0.0129582 -0.124162 0.0379236 -0.078298 0.0473064 0.260254 0.474279 0.730085 -0.0947795 0.0584656 -0.0295225 0.0204522 -0.0613713
internal_count=361931 332372 155889 73128 176483 46194 8115 38079 52965 10502 8387 1863 1577 130289 78441 9983 2279 7704 4235 1456 68458 7436 2240 1232 781 61022 29559 82761 30791 51970
shrinkage=0.000961169


Tree=2272
num_leaves=31
num_cat=0
split_feature=785 50 332 616 728 934 1221 326 1044 1449 691 900 560 507 361 1259 519 1065 356 1396 1244 839 701 134 382 714 841 6 671 976
split_gain=22.7111 22.4635 34.6751 31.4322 28.8403 33.6732 25.4196 24.9245 26.0001 24.1699 31.9096 23.8922 24.7702 24.3604 23.822 25.653 23.7071 27.4757 23.6708 23.7634 23.1961 23.0498 23.0332 22.7758 22.6568 25.0844 22.1407 22.7879 22.8126 22.4648
threshold=-0.86283290253235112 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.79760710274795632 1.0000000180025095e-35 1.0000000180025095e-35 0.60219219421332804 0.74561756370782817 0.36465021107179452 1.9036375037293396 0.27624968313908543 0.65809631222906606 -1.1571861352324342 2.4916067380669515 2.1420547332082829 1.0518754624258557 2.9352538843747538 2.8407590653525712 2.6468990837783966 1.5413365588690835 0.084086235787596317 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2259052867616704 -0.74758237330480648 4.6173530170618662 -0.45089408194498642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 11 -6 18 8 9 10 21 12 13 -2 -14 -16 26 24 19 -4 -9 -7 -5 -8 25 -18 27 28 29 -3
right_child=1 16 6 22 5 7 23 20 -10 -11 -12 -13 14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010736081493810093 0.0016224129004631005 0.0046381946924681236 0.0002982753600732108 -0.0020958276297713082 -0.0041508351341730185 -0.00033857943582118273 -0.00033895303092335358 0.00015657921663083846 -0.005504818278147733 0.0027570573812301146 -0.0065803031067450772 -0.0089172866140833727 0.010341563427816924 0.0080930190938326759 -0.0035260806471949591 0.024567811938101671 0.0025422952731427367 -0.0042638403393793463 0.0090920454509182333 -0.006968195809992187 0.014433789388910157 -0.01009993982450004 -0.0063758469847292063 -0.003035709885762892 0.0019037166482704776 0.013693097978972547 -0.0024140667918963474 -7.8856601817586127e-05 -0.025873241367077419 0.00050250563568955491
leaf_count=29559 9306 5951 95455 14597 18712 16942 22732 21814 8942 4067 5674 671 427 1907 4152 85 815 836 810 1257 298 1006 9605 15668 2258 1039 8077 51529 71 7669
internal_value=0 -0.0167454 -0.0286047 -0.0642229 -0.0446089 -0.067751 -0.0063886 -0.0406173 -0.090014 -0.0532046 -0.0899123 0.0446786 0.063985 0.129236 -0.0740704 -0.125801 0.0146206 0.151413 0.0121519 0.00901368 0.015936 -0.0378963 -0.159425 -0.0571909 0.220889 0.38866 0.00416048 0.017397 0.0972047 0.103808
internal_count=361931 332372 254127 118205 94003 77455 135922 58743 36631 27689 23622 16548 15877 11213 4664 4237 78245 4948 97522 96712 22112 17948 24202 38400 4112 1854 73297 65220 13691 13620
shrinkage=0.0230974


Tree=2273
num_leaves=31
num_cat=0
split_feature=785 120 50 187 1450 803 834 728 1466 21 1466 1463 21 496 8 1120 740 826 1451 1463 1458 1465 1470 1452 1464 21 1463 835 1451 21
split_gain=38.3281 31.2594 30.4691 37.5717 30.4952 27.8238 30.7791 27.4225 26.1125 31.7753 28.2898 35.9303 38.8452 25.6862 25.8167 27.9042 26.3267 30.6904 25.0909 31.6062 35.6041 38.1205 42.1318 35.347 41.3706 47.3142 37.5139 33.3496 31.6654 30.0503
threshold=-0.86283290253235112 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 3.949999276563736 1.9682860324222273 -0.8387626340193709 -0.49008176997875957 0.37829601484295772 -3.2545899522946695 0.33394102906587103 0.26178017910560175 0.81122649975724037 -0.52318489920737588 -1.0163422768548884 3.5987842076833885 2.6399776226761449 0.28344626543632634 0.3322349954083646 0.14997226284293133 1.8460070869938618 4.1805237560306479 -0.04577421555075762 -0.38490958654951546 0.16676341185298507 1.0003342417131433 0.093599294775546141 -0.76618920086242437 3.779515729439006 -0.70163543588998201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 8 3 4 5 -3 -7 -1 9 -2 13 -12 -13 -11 15 -15 -16 -18 29 23 21 22 -21 26 28 -26 27 -20 -25 -10
right_child=1 2 -4 -5 -6 6 -8 -9 18 10 11 12 -14 14 16 -17 17 -19 19 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00013820716679853991 0.00078447642324113549 -6.0144705436184835e-05 1.9172714476253802e-06 -0.00013866161760106861 0.00057646114972072162 -0.00046725047541838359 0.00026097055226383532 6.9757057877937919e-05 0.00010849636425577744 -7.2929652935099914e-05 -0.00045971343972037951 0.00028354992998097479 -0.00079769766689176587 -0.00012652542937014442 7.7479258130612433e-06 0.0013658734404720272 2.4231381388800226e-05 -0.00040383604063374867 0.00027013475484844026 -0.00020996021798009231 0.00032251646883422569 0.00061274304235410656 0.0003352594328765925 0.00041202814972979052 -7.6052893316513165e-05 0.00053764459011852294 0.001528285244773626 -0.00022336757813176729 -0.00019975606989438955 -5.0851752506654589e-05
leaf_count=3396 211 54980 27132 43457 318 339 2016 26163 7767 44692 1774 707 208 11244 96568 51 1385 1375 771 4577 924 285 709 4066 2532 627 61 2049 397 21150
internal_value=0 -0.0313798 -0.0620501 -0.0841502 -0.0450973 -0.0499718 0.179315 0.0502958 -0.0147045 -0.029039 -0.0302843 -0.265999 0.0720298 -0.0263028 -0.00882337 -0.121861 0.00159795 -0.201407 0.0313041 0.0955947 -0.023374 -0.0946837 -0.139547 0.167605 0.242259 0.0556306 -0.0384147 -0.0761004 0.373664 -0.0101901
internal_count=361931 332372 128242 101110 57653 57335 2355 29559 204130 158215 158004 2689 915 155315 110623 11295 99328 2760 45915 16998 6495 5571 5286 10503 7622 3159 2881 2820 4463 28917
shrinkage=0.000961169


Tree=2274
num_leaves=31
num_cat=0
split_feature=1440 21 1462 50 332 140 1116 49 402 754 483 1109 1396 318 1181 740 338 1237 769 678 1188 567 986 1456 140 260 427 147 842 1131
split_gain=22.0191 21.4379 32.4463 22.6907 34.3739 24.7536 21.442 20.6302 20.406 20.7653 21.3426 21.3021 21.4829 25.6475 20.8942 20.3821 29.1909 20.7134 20.5418 22.2887 20.6282 21.1441 23.4253 20.119 23.6762 23.0211 24.2032 23.4608 21.4765 20.5434
threshold=1.0000000180025095e-35 -2.9709283393608152 0.64216061943476632 1.0000000180025095e-35 1.0000000180025095e-35 -0.51220377696782904 -0.22988401159848601 1.0000000180025095e-35 2.9541164636104842 2.3218875611781908 -0.73995283383968535 -0.25744690619892213 0.20305734945939194 0.48132849711848924 -1.6594558351429676 1.0000000180025095e-35 -0.67742393113063393 1.8585590854236169 1.8950337324702755 2.9016603484412591 -0.60265428895934525 -0.72537629149344107 -0.889276199999947 0.91809667461792233 1.0615968591048752 1.0000000180025095e-35 -0.8079624554643885 -0.292437064187894 -0.9429173351965574 -0.46326872347631848
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -6 8 9 10 -8 12 -11 -14 -12 16 -2 23 19 -17 -20 -22 -23 24 28 26 27 -25 -18 -30
right_child=15 3 -4 -5 6 -7 7 -9 -10 11 14 -13 13 -15 -16 18 17 -19 20 -21 21 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.015015625817390967 -0.0060909960964710226 -0.0035992748095107687 0.012413855934726914 0.00024106213818900666 -0.00087197008475581577 -0.0010086661760468126 0.0050992646799272959 -0.0007855871009693746 -0.0062553928692839341 -0.0055083784468596885 -0.022181272657473505 -0.011697445504305817 0.0097872523029768361 0.069008660801908761 0.0014402828899953539 -0.00077063307521635935 -0.0070460759752491052 -0.0089247057006539288 0.015682346986230333 0.026728009830746725 0.01423543472209958 0.022670358088038464 -0.0090251942616494732 0.037556638838845746 -0.0072689428280628306 -0.0044800374763660673 0.0049305485273483584 0.0028051705701104004 0.0052170819797245117 -0.0010416320531961057
leaf_count=140 8378 21066 572 171273 36436 45793 3791 13344 624 204 112 685 95 26 19306 23913 1638 1502 379 50 222 56 437 108 1774 596 798 100 1938 6575
internal_value=0 -0.00399178 0.377513 -0.00494344 -0.0286642 -0.077961 0.000465121 0.0349456 0.069992 0.0801878 0.0908445 -0.283296 0.243372 1.08168 0.0631793 -0.0612209 -0.122292 -0.0659704 -0.0172312 -0.0319963 0.298231 0.0586809 -0.214224 -0.0410713 -0.077001 0.212809 0.411952 1.13178 -0.0305233 0.0131057
internal_count=361931 313467 712 312755 141482 66859 74623 38187 24843 24219 23209 1010 325 121 19418 48464 23407 15029 25057 23963 1094 715 493 13527 11925 1602 1006 208 10151 8513
shrinkage=0.0213384


Tree=2275
num_leaves=31
num_cat=0
split_feature=785 728 727 784 921 1022 1016 647 590 859 346 1249 1040 759 498 913 982 834 846 146 20 1030 1442 85 73 912 783 632 1087 18
split_gain=43.2478 33.1411 29.6386 27.4218 33.0112 28.8551 28.7255 26.7556 62.4731 26.1023 24.2161 26.0789 31.7209 24.8119 23.5867 22.9792 22.9002 22.7325 22.6403 22.8865 26.5449 22.5652 22.3988 22.0719 22.044 27.8873 24.0964 23.7651 24.539 23.0045
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0574394106562477 -1.0282579537198486 1.7621802667917166 2.0780443506202029 -0.53268848306471728 2.888475460910541 -0.37168563270387045 0.99422031274767553 0.2363784148266897 -1.3274107148674466 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 -0.97694724628095508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 10 8 -3 -6 11 12 17 14 -14 23 -11 -2 -9 -20 -21 -4 -22 -8 26 29 -17 -28 -29 -26
right_child=1 7 21 4 9 -7 15 18 -10 16 -12 -13 13 -15 -16 24 -18 -19 19 20 22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-1.9196248234223714e-05 -0.00035248975700341307 -6.7056748667247083e-05 0.00012981939436863992 2.9641126095140029e-06 0.00043028218150463655 -5.6555758403256623e-06 0.00019937209119687282 -2.4726174161959519e-05 0.00042420153749276571 0.00012438497301407465 -0.00020538755292458022 -0.00022191661749207763 -3.028351028188463e-05 0.00078323057977834089 0.0003387456672666027 6.7712926941637682e-05 -0.00047657852539398517 0.00091989695719358038 -0.00010853730622855606 -0.00026321352815202774 0.001453048175797976 -0.00018025812190487431 -7.9456609498740225e-06 -0.00020536294009857036 0.00042172860574599558 0.0004346830946273634 0.00014203373055760344 -7.8332829138908554e-05 0.0016655605921368783 -0.00019736087733754812
leaf_count=12551 2747 4821 16011 34551 1153 103001 733 29774 1384 6164 14802 6707 15955 210 851 15948 278 95 63616 158 113 997 69 5248 301 350 2759 14607 35 5942
internal_value=0 -0.0303596 0.0563137 -0.0169152 0.0326459 -0.0289868 -0.0630476 -0.0706969 0.077565 0.157295 -0.119801 -0.0755256 -0.0330723 0.00308534 -0.00802323 -0.0289652 0.106537 -0.322166 -0.0825099 -0.110946 0.464077 0.117125 0.983754 -0.164623 -0.0107089 -0.136881 0.0106551 -0.0456403 -0.0788619 -0.17625
internal_count=361931 332372 29559 232437 42146 190291 87290 99935 6205 7595 41367 26565 19858 17016 16806 45923 6442 2842 93730 63956 340 17008 182 5981 39942 6593 33349 17401 14642 6243
shrinkage=0.000942322


Tree=2276
num_leaves=31
num_cat=0
split_feature=51 545 142 1146 660 774 354 976 1289 1466 1457 1452 1466 1463 1449 1467 1454 958 1459 21 1457 1458 1454 900 1454 1452 1457 459 839 1055
split_gain=21.4615 20.6895 23.2215 26.3179 22.8649 29.3482 24.7554 24.8507 24.1434 22.4547 34.4785 52.3621 26.3923 25.6648 51.3113 46.3559 35.308 55.4172 32.0867 32.487 32.0112 29.7595 29.0211 25.496 25.3234 25.6888 29.1736 33.5599 23.9724 23.6631
threshold=1.0111847875080273 -1.0372938969678034 0.59795808410826068 1.4355254717878594 -0.72421686037558375 0.37149170031940032 1.5225780964414024 -1.3573576053019358 1.3818515343453359 0.37829601484295772 -0.16317383343250411 -0.4023942616259798 0.33394102906587103 0.50198793331718361 0.71251893840138358 0.61262860064760394 -0.40696913463973794 1.0000000180025095e-35 0.73871680408646412 0.81122649975724037 -0.21879035229057839 0.40777385144286077 -0.71584950188157126 -0.15803947088937778 0.29389689997288809 0.91361512331551464 0.4507922622690933 1.0000000180025095e-35 -1.3058781252853116 -0.07565129500357555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 9 -8 -7 12 11 -11 29 15 -15 16 17 20 -18 -20 23 -16 -17 -13 -12 -26 27 -27 -19 -6
right_child=-2 4 -4 -5 6 8 7 -9 -10 10 24 13 -14 14 21 22 18 28 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00075201021870307356 -0.0012105059621134572 0.0016369836527469364 -0.0027902308694483006 0.0034553137804486417 -3.9257394192029564e-05 -0.00099834650067282785 -0.012215836958362761 0.0026234875238017466 0.0034475201469526761 -0.0037730415928805172 0.0042383557206958754 -0.0058509281450718582 -0.0061138999476584716 -0.0054649055892815445 0.017863207462021725 -0.021182475560026722 -0.0046323142590739387 0.033752326706126816 -0.00081157653066847807 0.015037722277111903 -0.030440260811216844 -0.0012106844345677373 0.010338406178001448 0.0057101480756719773 -0.0013104404759467694 -0.00062915841291396061 0.0014047825469288133 0.021687136764997686 0.010739235266002661 -0.0014412282264978944
leaf_count=49949 54984 40757 17355 4400 77809 20556 320 9500 2860 7589 7736 796 2088 2625 333 94 3110 110 858 354 89 323 1710 984 5365 228 1543 348 1014 46144
internal_value=0 -0.00328339 -0.0422445 -0.0184728 0.0058742 0.0407693 -0.00808142 0.103393 -0.0200999 -0.0147027 0.0341055 -0.0277507 -0.0292346 0.0595913 -0.108158 0.119924 0.0400279 0.225235 -0.08844 0.196218 -0.0120007 0.408872 0.431012 0.0482166 0.110847 0.0218505 0.213525 0.618743 0.609586 -0.0250297
internal_count=361931 306947 71704 54349 235243 64173 171070 9820 23416 161250 35209 19989 126041 12400 3281 9119 7315 2993 4322 1212 1869 656 1804 1780 15220 7484 2119 576 1124 123953
shrinkage=0.0213384


Tree=2277
num_leaves=31
num_cat=0
split_feature=785 727 804 665 1459 677 713 507 665 740 278 1467 791 714 864 927 239 415 1371 815 626 764 771 561 462 774 271 362 696 429
split_gain=21.3832 21.9474 20.8591 35.9133 27.3399 23.9627 38.7825 37.5733 30.3307 32.3514 38.6837 33.7713 29.6431 36.7993 35.4199 31.4248 29.1296 29.0451 34.3121 28.0805 34.0079 26.6362 26.255 25.8418 27.875 25.2358 25.1014 26.4355 31.9717 24.7575
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2521318533151415 1.0000000180025095e-35 0.097572730827532081 1.0000000180025095e-35 1.0000000180025095e-35 1.0941628986121894 4.2005191890951297 1.0000000180025095e-35 -0.59417962187617246 1.4313388615552618 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 1.0000000180025095e-35 -0.50735691276778627 1.0000000180025095e-35 0.67237773758774566 -0.44341209176455237 0.21085565981187107 1.8122906398701633 -0.80980138826440073 1.0000000180025095e-35 0.99662224155260482 1.8295593016215455 -1.7115744034552887 -0.15559132565237996 0.3685310047235682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 -2 9 10 -8 26 14 29 15 17 -13 18 -7 21 -21 -15 -19 -11 -25 -16 -12 28 -28 -14
right_child=2 -3 3 -5 -6 12 8 -9 -10 23 11 16 13 19 25 -17 -18 22 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0004689590899472941 1.1305703361772685e-05 0.0022814319163535321 -0.0042360368683804321 0.0042570784074847509 0.0033482833726375333 0.0025614371472612581 -0.0060720283605334409 0.0058932495787514458 0.010969899233806805 0.0012130525449808266 -0.0021193283071465653 0.0082672934825272805 -0.0016250044529233963 -7.1381143145027034e-06 -0.0011602220274441227 -0.0021919929002303488 -0.0058498679560939964 -0.00015698782506075852 -0.0034918710967678443 0.00029946643993442832 0.0063979945479639318 0.005085173157036574 -0.013341468019912546 -0.00067002241173469814 -0.003626840656085103 -0.0045250615630661488 -0.010674780385206178 -0.012950269743152807 0.13757909259481851 0.0019862188517984448
leaf_count=12551 22285 17008 3269 5851 1796 21520 17263 3220 471 13810 36765 1889 18747 13933 30555 13173 835 43298 3304 3358 5853 2970 470 37433 13693 7083 22 2047 21 7438
internal_value=0 0.04588 -0.0154813 0.075306 -0.0603425 -0.0192899 -0.0441681 0.0388073 -0.0643132 -0.067326 -0.122214 -0.0817938 -0.00265344 0.0416241 -0.0219493 0.0037493 0.19688 0.0228709 0.0824322 0.0956934 0.185795 0.04134 -0.0120757 -0.0355783 -0.0605173 -0.0789861 -0.104725 -0.501101 2.36697 -0.0230046
internal_count=361931 29559 332372 10916 5065 321456 149754 25505 124249 123778 58842 41579 171702 52299 119403 81765 2724 68592 24824 26114 9211 16903 43768 64936 51126 37638 38855 2090 43 26185
shrinkage=0.0230974


Tree=2278
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 288 1166 690 846 769 425 889 1451 1429 1105 414 677 601 354 789 703 1383 766 347 789 150 637 519 5 553 694 1328
split_gain=20.9746 41.1952 34.1668 21.0504 24.671 26.2004 21.7005 22.2127 23.4321 21.6781 21.1825 26.6241 20.585 22.2185 21.1593 24.2747 22.9456 20.4974 28.7368 23.6104 22.1912 21.0716 20.4778 21.5823 24.401 27.0719 25.9068 27.2917 25.6795 25.6086
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -0.25705749870285982 -0.94772631485393388 1.3543261145101091 1.1504829799273912 3.260624772979507 -0.70714710626077648 2.6474452267957287 -0.45460299310287072 1.0000000180025095e-35 -0.13531835739820214 -0.94993623548767991 0.66908448271462528 1.2182338416547627 -0.53068472055936355 0.58985743818788539 2.9086670095478406 -1.9070335981613 0.048031180293884881 0.69601855820008585 1.1248358748350926 -0.21670947407920635 1.2140484365030797 2.1420547332082829 1.4269663622630337 -0.40557632866038712 1.3473987468239537 1.0751583379498335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -3 6 9 7 -5 -9 -6 11 -11 14 -14 15 16 -1 -4 19 20 21 -19 23 -2 25 26 27 29 -27 -25
right_child=22 3 17 4 5 -7 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.00102521542331112 -0.00023001924098264663 -0.00087317657280532729 -0.0027394896823820913 -0.0011757697738642146 0.0013092560645051583 -0.0036497375160403321 -0.0088037019410848287 0.062246093328647806 -0.0079274688893652932 -0.011324610861320677 0.014320417927877135 0.020987390542195464 0.0099423625449105574 -0.0048156016006380593 0.013177065140494059 -0.012896819015560746 0.0082835162799543734 0.052665259791027985 0.03226809981871312 -0.00065291001395387943 -0.026206715842016323 -0.015760700173493389 -0.0012755552705266879 0.001835896499304877 -0.0014956431207841987 0.00568251173096851 -0.0022025704056500366 0.0003156287625683349 -0.006278306279386978 0.0065091719384867599
leaf_count=1066 93820 42936 56923 7399 34215 2489 1542 27 27 191 511 81 262 1336 435 233 1172 73 66 13061 36 25 23338 22088 9238 4209 5908 35579 439 3206
internal_value=0 -0.0303937 -0.0799068 -0.000125778 0.0313479 0.0524644 -0.0921167 -0.0405417 1.47276 0.0674154 0.40713 -0.078622 0.0924846 -0.103053 0.194148 0.116388 0.177432 -0.0989115 -0.00979279 -0.0194929 1.16428 1.73071 0.00566237 0.0139686 0.0396685 0.0532494 0.0414114 0.0547329 0.206774 0.108055
internal_count=361931 164106 74688 89418 46482 37487 8995 7453 54 34998 783 272 4504 1598 2906 2471 2238 70184 13261 13195 134 98 197825 174487 80667 71429 66781 60873 4648 25294
shrinkage=0.0222005


Tree=2279
num_leaves=31
num_cat=0
split_feature=391 585 947 363 1111 1236 560 898 629 1106 772 703 1458 219 706 483 140 1110 354 280 359 21 201 495 150 834 892 608 1248 836
split_gain=20.7483 29.1951 29.0861 28.7524 28.7228 23.5006 22.6476 22.7759 23.5982 23.1598 22.6432 23.1411 23.9392 22.0719 21.5385 23.7025 23.0497 21.3065 21.4546 21.2346 21.1228 21.068 20.9731 26.9611 20.5914 26.6402 20.2696 25.1884 24.8498 23.1462
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66063686667618471 0.62112637700772277 -0.36368287781983893 1.5943304256488828 1.6590601587821199 2.0328695185528374 -0.8039532135936841 -0.71798415265499338 0.88614318477752108 -1.161541694829604 0.12934318160464789 1.3393699004885191 -0.068501814639522082 -0.6619799514353174 -1.7498528208696642 0.19210087065953466 2.9170183953887734 1.0060703707030265 2.8987023296867798 -3.9164670491403295 1.0722619833162341 -1.2987508457822929 1.8067663877866533 -0.47019870797116387 1.0000000180025095e-35 0.66665475971017707 -0.8842385195559902 -2.0273872679745879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 26 5 10 -3 7 21 13 -10 11 -5 -13 19 15 -6 -17 -7 -19 -9 -16 -1 23 -14 -4 -26 27 -2 -29 -30
right_child=1 3 24 4 14 17 -8 8 9 -11 -12 12 22 -15 20 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.01292794214717221 -0.0024055146658318841 0.00088864665320506869 0.0011012906246633057 -0.0071816005119815125 -0.0082696536372844874 -0.00012749758261638118 -0.0016248154827909643 0.0070125794839581536 -0.0093164720257039469 -0.0021520902189002796 -0.0069798059435711834 0.00055944927309989811 0.047298940347458136 -0.014132129917687261 -0.0074360952090956629 0.027778171600520114 -0.00034057531698411471 -0.0057231756402563961 0.038313320197115461 -0.011378775803820408 0.031879624152535424 0.00027534636140549374 -0.003715545383355287 0.010119815910673499 0.0040902053899356467 -0.017516453149854866 -0.004514801451876339 -0.0056867249116252568 0.042136031648682529 0.0020082635863031763
leaf_count=284 33988 44320 10375 674 1198 6583 15381 1619 1602 5153 838 2550 49 207 4367 82 3516 3558 25 352 31 206768 303 904 205 356 10204 1235 30 5174
internal_value=0 -0.0344805 -0.0767629 -0.00211291 -0.10306 0.0214598 0.00335892 0.00954498 -0.111601 -0.173963 0.0351106 0.102769 0.170421 0.141249 -0.19394 -0.0844532 0.0132473 -0.0926838 -0.254222 0.232518 -0.33651 0.0140236 0.420643 0.564982 0.0292844 -0.406867 -0.106416 -0.0807826 0.0449694 0.107609
internal_count=361931 130565 61567 68998 14512 54486 231366 215985 8933 6755 5318 4480 3806 2178 9194 4796 3598 10166 3583 1971 4398 207052 1256 953 10936 561 50631 40427 6439 5204
shrinkage=0.02092


Tree=2280
num_leaves=31
num_cat=0
split_feature=267 395 21 588 1430 1313 99 97 487 1388 842 139 695 813 785 728 667 1286 942 747 718 507 646 660 133 703 321 746 497 583
split_gain=20.5128 24.598 24.8166 20.7231 21.442 23.2872 21.2688 21.215 21.0861 20.9921 21.1772 20.7962 21.5629 20.6632 20.5072 23.4837 20.6101 20.5256 28.1708 29.2782 27.4628 46.8892 30.0184 38.655 29.932 28.1289 27.8081 32.0626 29.7073 30.4974
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.189441983669046 -0.31407487021714353 2.3858586375782362 -0.44162237744477401 1.0458075788372223 1.0000000180025095e-35 0.10075416410785473 1.0292139278873422 1.2128933342325556 -0.79886608632011258 1.9852498915826156 3.0233829522501328 -0.86283290253235112 -0.49008176997875957 2.8959165655566772 0.78161905918100072 1.3389284674382023 1.6274895855248437 1.7690287660176487 1.0941628986121894 0.99988622835687535 0.26872683687560334 3.1456474086536006 -1.642092651391948 0.46728705763592832 1.0000000180025095e-35 0.26974448824413327 -0.99544907250003589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 13 4 6 -6 -3 11 -9 10 -8 12 -5 -2 15 -1 -17 20 -19 -20 26 22 23 24 -22 -25 27 -16 -29 -30
right_child=1 3 -4 7 5 -7 9 8 -10 -11 -12 -13 -14 -15 17 16 -18 18 19 -21 21 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=-0.0031277268874740946 -0.0040600115867915707 -0.0035839669823640695 0.0026061881440491131 0.0087877492334569457 0.033818419497954277 0.0022765511423581165 0.0022295396727414407 0.0015303194756226444 -0.0048128238281212859 -0.011072233998826711 0.018480159751155745 0.0019840124634849235 0.05527412547031308 0.014195451125610761 -0.0012777688735530603 0.0018687681571191337 -0.014571264807896278 0.00023033108784398124 0.0043276066805646501 -0.0099429272674101676 -0.0028384861741170189 0.0053241092058402559 0.003443553330310573 -0.0046811667781251629 0.0080698495545479965 0.0029229312330275137 -0.0016965636919129886 -0.00050903407364388516 -0.0029293726834800147 0.0019584584050290174
leaf_count=2908 19924 9241 1904 1146 71 201 1402 3624 2534 264 221 4670 26 158 68940 23287 199 48394 6306 344 14556 4741 5534 1869 746 8712 50856 46738 3405 29010
internal_value=0 -0.0602144 -0.132611 -0.0105418 -0.0874445 0.513616 -0.106419 0.0558837 -0.0378278 0.11864 0.219875 0.159891 0.438799 -0.168605 -0.00239794 0.0551758 0.0768495 -0.00836898 0.0302121 0.158161 -0.0182123 0.0390135 0.00494887 -0.0291695 -0.102783 0.0789999 -0.029357 -0.012424 0.0153053 0.064081
internal_count=361931 45386 21986 23400 11400 272 11128 12000 6158 1887 1623 5842 1172 20082 316545 26394 23486 290151 55044 6650 235107 36158 31417 25883 15302 10581 198949 148093 79153 32415
shrinkage=0.0226445


Tree=2281
num_leaves=31
num_cat=0
split_feature=1426 1429 1457 1122 294 69 1458 346 705 761 1099 997 740 1036 485 354 1431 1455 832 1360 1179 225 833 1215 1382 357 828 1453 632 1454
split_gain=20.2913 27.7918 26.4456 24.7663 23.3644 22.4617 21.9868 23.9836 21.6843 33.2743 25.9071 22.3726 22.3073 21.6026 21.242 23.6318 21.2049 25.7967 24.1099 23.037 23.0113 26.9039 21.7678 23.011 24.99 20.7993 21.2103 20.1485 19.9797 19.917
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.21045860072163367 0.54214313360808164 -0.066739947888954196 3.5381781667709316 1.8460070869938618 1.8146883021130515 1.3483541271127406 2.6673932390443134 2.6945235347384693 1.2208093854130835 5.5991564382366468 1.695237545322881 0.52306328833348981 1.0860576550317909 -0.69841165295377261 0.20195694639854753 0.72617489638090482 1.1324559382631265 0.035798178440412665 -0.51441838767118964 -0.47319641688071407 1.434854200670713 -0.29779732276189902 -0.77940038948312373 2.4043974048115762 1.9142027959396961 0.60448484857107587 1.4796464965332312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 13 4 -4 27 7 8 12 10 11 -10 -1 29 15 -13 18 -18 20 22 -3 -22 -19 -24 -25 26 -6 -5 -29 -2
right_child=1 16 3 5 25 -7 -8 -9 9 -11 -12 14 -14 -15 -16 -17 17 19 -20 -21 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-1.556742350945897e-05 -0.00037549141339478313 0.0029070771792985288 0.002913205112929178 -0.0029580475449252756 -0.007830846175881017 0.052587755232946898 0.0023649815773435856 -0.0025139989102700966 0.0010747453070489767 0.015841140112363261 -0.011705739590494146 0.0067181027031069989 -0.019833003610367807 -0.0060924144823946728 -0.004412066380651899 0.023096764466579312 -0.0033706489205419955 -0.0025268312642810951 -0.0043667864330833002 -0.0047370252659714139 0.0032474642578040752 -0.0047916567680230254 0.0026896417612127096 0.003269472399683174 0.03797155175653788 0.00065594415788906954 0.028056326015363665 0.0016113109305686273 0.025347842240310312 -0.0058282606845133549
leaf_count=191167 33763 7671 17635 7361 1840 21 10035 12126 9975 446 578 1335 157 2918 389 282 33270 3212 3874 3077 2062 3587 4903 169 128 7324 55 364 117 2090
internal_value=0 -0.032201 -0.00210988 0.0448317 0.076396 -0.0806827 0.00464696 -0.000600947 0.00484716 0.0930782 0.0710026 0.0892053 -0.00138086 -0.0452889 0.300567 0.405444 -0.0728973 -0.104246 -0.00278258 -0.00457809 0.0415222 -0.0756568 0.058156 0.151054 0.838699 -0.022581 -0.278115 -0.088414 0.34486 -0.0303871
internal_count=361931 135441 73488 34717 26854 7863 226490 216455 204329 13005 12559 11981 191324 38771 2006 1617 61953 44759 17194 11489 13320 5649 8412 5200 297 9219 1895 7842 481 35853
shrinkage=0.0235594


Tree=2282
num_leaves=31
num_cat=0
split_feature=785 728 727 859 1287 843 923 714 588 815 694 689 513 691 583 1437 914 416 514 647 590 1254 973 363 557 830 1023 65 17 579
split_gain=43.0275 32.8455 29.2375 27.7243 36.0278 30.3019 39.903 34.2352 36.5628 35.176 40.9373 33.5021 31.423 29.5878 34.1924 29.1599 29.1394 27.8888 27.8821 27.6947 62.3663 26.6255 25.8843 25.36 25.223 28.7711 24.1805 24.782 26.1289 23.7237
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.54135187694831066 1.0000000180025095e-35 1.4283687790122588 -0.86449023226567734 1.0000000180025095e-35 2.250834115212506 1.6638054002796892 1.2342127532274445 -1.1110989058077336 1.0454229551509682 -0.79623518988183262 -0.99544907250003589 0.72713696786055593 2.4975337861131606 -1.4139668136196277 -0.54536942215353645 -0.87782724458594241 0.58895901036483078 0.077477753908938352 -0.41678535393003374 0.058034711954375408 -1.0471143175523501 2.240487403880465 2.2900273674543703 1.6527691397016595 2.5571095836286082 0.38369638209385348
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 15 7 -7 9 11 10 18 -9 -10 22 -15 -2 -16 -6 -5 20 -3 -11 -12 -24 -19 26 27 -26 -29 -13
right_child=1 19 -4 5 17 6 -8 8 12 21 13 29 -14 14 16 -17 -18 24 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-1.9657005682321569e-05 -4.9697309691184124e-05 -6.5185162013148577e-05 0.00010901115812005049 0.00024540700559330463 -0.00021828230005308447 0.00030833993362606408 9.1082381948951281e-06 2.004064141297142e-05 7.6528427591112904e-06 -0.00036850329696063664 -2.5549090263755611e-06 -0.0001213746919924607 0.00036017030209234988 0.0002785661811727399 -3.930382566356804e-05 7.1201821668550377e-05 0.00057289986313367324 -0.00013008077619610636 4.6358696195828952e-05 -7.8554846318747024e-05 0.00042588363037650935 6.0435027080094792e-05 -0.00016773880059555183 -0.00057843183851118021 0.00011114309205979635 0.00031613895223086506 -0.00043346139762416103 -0.00022133233023985071 0.00073046278247285482 -3.9361815241209201e-05
leaf_count=12551 37466 4821 17008 4333 1589 1860 18220 13455 4593 1725 3123 56752 1149 2006 12359 10779 358 2323 8717 93730 1384 838 3091 1137 18535 2228 362 1850 140 23449
internal_value=0 -0.0311818 0.0552657 -0.0177926 0.0165335 -0.0354252 0.0418084 -0.0483903 -0.0711598 0.0096363 0.0296945 -0.0834505 0.0886975 -0.0346073 0.0257357 -0.0213851 -0.0214518 0.0776569 0.124161 -0.0713476 0.0796037 -0.230523 -0.156887 -0.283598 0.0928078 0.112066 0.0874749 0.0968378 -0.1563 -0.101964
internal_count=361931 332372 29559 232437 75272 157165 20080 137085 99398 37687 35124 93656 5742 22074 14723 48245 12717 27027 13050 99935 6205 2563 7351 4228 25438 23115 20887 20525 1990 80201
shrinkage=0.000942322


Tree=2283
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 647 590 727 544 885 1038 570 1421 1453 834 1002 913 73 912 783 632 1087 18 65 209 677 521 85 575
split_gain=43.9725 35.6417 28.9987 35.5003 31.5085 32.8389 27.5372 62.483 27.5064 25.2616 24.7214 25.9257 23.6078 23.9428 23.1682 23.1495 23.1041 22.7944 22.4411 27.7751 24.6153 23.6331 24.3819 23.0813 22.7407 22.3872 22.2593 25.9116 22.2491 22.1212
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 -0.48460852809644533 1.0107116206971127 2.1847129145757513 1.3963992400794327 0.69854289147193727 -1.0282579537198486 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 -0.97694724628095508 0.77605621623814935 0.23696906566319156 1.0000000180025095e-35 1.0000000180025095e-35 -1.3274107148674466 -0.34806466541374598
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 5 10 7 -3 -5 -1 26 -12 13 15 -13 -8 -10 28 20 23 -19 -22 -23 -20 -21 -18 29 -28 -7 -2
right_child=1 6 3 8 -6 17 12 -9 16 -11 11 14 -14 -15 -16 -17 25 18 19 24 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=9.1467851554309756e-05 -8.9167957689286606e-05 -6.8413031068386874e-05 3.0951436128138712e-06 -0.00011821635021944244 -5.2976447404615584e-06 0.00020568394270872165 7.7767432877216835e-06 0.00043249971797005974 0.0002621285852826607 -4.4203332397806183e-05 0.0011987401600355139 -0.00018675669645791353 -0.00011154066030299976 -0.00025276838568738167 0.0015429666003160378 -0.00024403200010422981 -0.00039196127375713379 7.014503538372789e-05 0.00043010848625533494 0.00075073075908371127 0.00014414965253185574 -7.9896404972479198e-05 0.0016903283005395679 -0.00020209525087216604 -0.00048496530744599923 0.00022101357191645166 -0.00013839474266287604 0.00010532886223418728 -0.00020877208523784375 -0.00023537157831351994
leaf_count=21198 12993 4821 34551 1294 103001 733 27682 1384 5339 8361 102 239 60360 3085 28 2603 480 15948 301 240 2759 14607 35 5942 110 482 5376 3479 5248 19150
internal_value=0 -0.0310708 -0.017129 0.0338177 -0.0295371 -0.0650891 -0.0728581 0.0774957 0.162958 0.0563168 -0.125619 0.404078 -0.0848248 -0.031489 0.049571 -0.0117302 0.218854 -0.0286192 -0.0104413 -0.13771 0.0111099 -0.045752 -0.0788691 -0.177011 0.458757 -0.0791134 -0.133964 -0.0368285 -0.163703 -0.175581
internal_count=361931 332372 232437 42146 190291 87290 99935 6205 7595 29559 41367 369 93730 33370 267 30285 6301 45923 39942 6593 33349 17401 14642 6243 350 962 40998 8855 5981 32143
shrinkage=0.000961169


Tree=2284
num_leaves=31
num_cat=0
split_feature=785 181 859 986 6 1109 569 838 899 723 975 727 487 1316 597 793 1149 1244 547 854 896 706 500 215 74 1189 4 294 844 1367
split_gain=37.4624 31.6408 29.0846 28.0947 27.9069 27.7716 36.1493 37.2572 27.6015 39.4023 27.3996 26.673 26.6356 25.5305 23.8093 23.7301 23.4639 22.9256 22.8333 22.4475 27.9403 30.3391 23.7512 22.3126 22.3041 25.8173 22.2535 23.2407 22.0007 21.7653
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.54135187694831066 -0.56380018430313594 0.85531694181091844 -0.49995493244068684 2.5370282988099784 1.2277263266986702 0.56495312120121877 1.0000000180025095e-35 2.2694897007678239 1.0000000180025095e-35 1.2270974760275035 -0.46222273171645617 3.1596628491584919 1.0000000180025095e-35 2.1900270400044222 -2.0027994516645182 1.4078093546699517 0.6247898780741229 -1.1308725805994078 0.63967941088750668 -1.1478885581931528 2.1555909087146916 -0.35746450943829583 3.3247017215659862 -1.1791854821014394 -1.0092843883918736 2.755683666465238 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 8 4 13 6 12 -8 -2 15 16 19 26 -4 17 -10 -11 -3 29 20 22 -22 -1 -17 25 -7 27 -5 -6 -13
right_child=1 14 3 5 28 24 7 -9 9 10 -12 18 -14 -15 -16 23 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011184399048170066 -1.2272602932250044e-05 -0.00068007047514500566 -3.5710969441331683e-05 -0.00061277795838461896 -0.00011284779384826734 -8.5963947315359799e-05 0.0001267755506293483 0.0013949542232794684 -0.00012558107335879513 8.8159734298367141e-05 0.00062153858890220785 3.7066544823261844e-05 -0.00030871907823366683 6.3224008357513049e-05 0.00047325008176781982 4.0586959613893353e-05 0.0003323544952224951 -7.5250698767924883e-05 -0.00018171171892995429 -0.00020492425224662503 -7.5124709303778548e-05 0.00016117159870774602 -0.00014587868404865515 0.00068939690816135146 -8.9262682408578203e-06 0.00077350249898056631 -0.00011156993379970785 0.00025330028956017974 0.00043821257123327731 0.00018758922006419942
leaf_count=111 60981 491 19596 179 10412 30307 571 143 5731 11316 446 6859 4122 27695 298 5081 1635 69031 1040 2257 3678 4677 1828 195 53573 134 28822 1333 280 9109
internal_value=0 -0.0309838 -0.0206356 -0.0379149 0.00254869 -0.0587514 -0.116733 0.43541 0.0125976 0.07415 0.148439 0.0497116 -0.127635 0.0257914 -0.0810047 -0.0292667 0.130931 -0.0848349 0.107536 -0.0229217 0.0171721 0.068903 -0.213379 0.0744963 -0.0369759 -0.088043 -0.105736 0.172325 -0.103456 0.128762
internal_count=361931 332372 262552 177167 57983 119184 35170 714 85385 24404 13397 29559 34456 47291 69820 11007 12951 69522 17008 12551 10294 8355 1939 5276 84014 30441 30334 1512 10692 15968
shrinkage=0.000923845


Tree=2285
num_leaves=31
num_cat=0
split_feature=785 728 727 647 590 859 1287 843 923 714 588 815 694 689 513 691 583 1437 914 514 416 1254 973 557 830 363 579 498 1023 65
split_gain=49.7787 40.0589 30.3881 28.3464 63.831 27.7607 36.8788 30 40.7179 36.5354 38.3579 35.426 40.8022 34.6207 32.5604 29.9325 34.8442 29.4344 29.3636 29.3061 28.5242 26.5892 25.8631 25.7473 28.9187 25.49 25.1234 25.6064 24.1571 24.0579
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.54135187694831066 1.0000000180025095e-35 1.4283687790122588 -0.86449023226567734 1.0000000180025095e-35 2.250834115212506 1.6638054002796892 1.2342127532274445 -1.1110989058077336 1.0454229551509682 -0.79623518988183262 -0.99544907250003589 0.72713696786055593 2.4975337861131606 -0.54536942215353645 -1.4139668136196277 0.077477753908938352 -0.41678535393003374 -1.0471143175523501 2.240487403880465 0.058034711954375408 0.38369638209385348 1.5674918557501278 2.2900273674543703 1.6527691397016595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 6 17 9 -9 11 13 12 19 -11 -12 22 -17 -2 -18 -7 -8 -13 -14 -22 28 -24 27 -15 29 -25
right_child=1 3 -4 -5 -6 7 20 8 -10 10 14 21 15 26 -16 16 18 -19 -20 -21 23 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.3505930260675546e-05 -4.7381004598997472e-05 -6.7453298474252346e-05 0.00011761759808987546 -8.1044979555774892e-05 0.0004290978718155312 0.0002534007315661335 -0.00021789912886486921 0.00031336840816853024 1.1246634718054469e-05 2.35780841295908e-05 1.1913237333622394e-05 -0.00036451794263514693 1.558613731797552e-06 -0.00013432251626243903 0.00037004618482878093 0.00028636478124724864 -3.458327827165186e-05 7.4027533134118749e-05 0.00058031615655076757 4.9257726099985225e-05 -0.00012861886175411907 6.3982590742977957e-05 -0.00016330701265061389 0.00011459206961244965 0.00032040331940064648 -0.00057530199977500146 -3.6078986788301566e-05 4.086677933423095e-05 -0.00042916907464932695 -0.00014015159566967435
leaf_count=12551 37466 4821 17008 93730 1384 4333 1589 1860 18220 13455 4593 1725 3123 52636 1149 2006 12359 10779 358 8717 2323 838 3091 18535 2228 1137 23449 4116 362 1990
internal_value=0 -0.029564 0.0633641 -0.0738665 0.078742 -0.0147731 0.0195571 -0.0324168 0.0443838 -0.0453201 -0.0688221 0.0146588 0.0348068 -0.081411 0.0948014 -0.0294257 0.0312997 -0.0187908 -0.0163562 0.129142 0.0813681 -0.226311 -0.15247 0.096686 0.116131 -0.279235 -0.100223 -0.127828 0.0914875 0.100842
internal_count=361931 332372 29559 99935 6205 232437 75272 157165 20080 137085 99398 37687 35124 93656 5742 22074 14723 48245 12717 13050 27027 2563 7351 25438 23115 4228 80201 56752 20887 20525
shrinkage=0.000942322


Tree=2286
num_leaves=31
num_cat=0
split_feature=1431 1439 264 332 1002 114 951 508 472 1253 844 564 967 423 701 292 1173 488 156 1327 1381 652 1107 708 497 1113 869 770 1044 280
split_gain=20.6262 21.9683 23.73 24.3587 24.258 22.7809 20.0393 22.216 20.3584 19.8687 20.8778 21.6101 27.2863 25.4479 21.276 22.5724 27.9621 19.6399 29.7062 19.5061 23.3763 21.734 21.675 24.126 19.9365 22.3274 19.497 24.4231 20.4429 21.1614
threshold=1.0000000180025095e-35 0.70356782200899082 0.38646845251715672 1.6399250563363121 0.69854289147193727 2.9346334192326506 2.1614527775875199 0.47029952550098625 1.0000000180025095e-35 -0.84795090958894292 -0.26618933222030744 -1.102451569399842 1.4952865769287931 0.78404185748021449 -0.21420447006272711 0.819839093658289 -0.75485020228581479 -0.10947901909905559 -0.51920978403637841 0.44606135412786779 1.1586294610842109 1.2046430620138719 1.1653274969330354 0.96496607933263545 -0.95005223729095156 -0.091958861236497852 -0.57653763495970078 2.2298912598901794 0.1662494259129364 -0.97680564727421648
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 19 17 8 -8 -3 26 12 14 -14 -12 -16 -17 -2 -19 20 21 24 -23 -24 25 -4 -11 -28 29 -29
right_child=1 9 3 4 -6 -7 7 -9 -10 10 11 -13 13 -15 15 16 -18 18 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00010742345513761361 -0.0019954747941391682 -0.0053498139636194795 0.0015879291755370923 0.0094763487444659584 -0.0089666810771044259 -0.020112201127356455 0.00271844855971984 -0.0087067083167786854 0.015148884299214732 0.006308228458757394 -0.010430656757220628 -0.0041394402696878141 0.021799271843652358 0.10163400327139811 0.0051845747035637229 0.10434266493854005 0.014587268957403273 0.0024981117302596894 -0.0012729394703513597 -0.0017235325926547355 -0.0042601826977595033 0.0051453607936465216 0.025744512059554983 -0.029409936980378529 0.0020757766324867068 -0.013525768798759207 -0.0014711946847688338 -0.029797826934560442 -0.0045453250379667905 0.045524869851383112
leaf_count=222373 47385 8290 815 1308 214 158 1257 338 542 1746 402 9225 93 22 341 23 44 10411 23876 8154 2188 2003 251 31 13106 807 6334 23 89 82
internal_value=0 -0.0324923 -0.018712 0.0363971 0.285224 0.0188398 -0.0408309 0.167859 0.263222 -0.1006 -0.057729 -0.13493 0.267267 1.40703 0.072935 0.478469 1.93547 -0.0477431 -0.0043604 0.0240509 0.0639854 0.0910149 0.301789 0.856293 0.0594404 -0.218584 0.0359449 -0.0315653 0.827081 1.45677
internal_count=361931 139558 112844 29035 1522 27513 83809 2137 1799 26714 18424 10150 925 115 810 408 67 81672 34287 27355 19201 17013 2285 282 14728 1622 8274 6528 194 105
shrinkage=0.0245112


Tree=2287
num_leaves=31
num_cat=0
split_feature=785 728 647 590 1096 1445 852 692 405 1452 921 570 15 11 1145 1444 1469 1466 70 613 489 1043 1104 427 333 973 917 1469 492 699
split_gain=44.3639 36.1357 31.5457 76.4502 29.1376 28.8467 37.2488 31.0955 29.9899 27.572 26.7541 26.1027 27.8398 32.4097 29.2065 28.9009 26.0618 27.1893 31.3303 30.7759 26.0228 25.2867 25.0315 24.8448 23.955 23.9335 27.1117 23.8073 23.2549 27.3005
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.76640973051476358 1.0747610123934368 -1.0353775541481285 1.0000000180025095e-35 0.68011561037582036 -0.24051307952136838 -0.4998781572545779 1.5345964658009021 -0.92441224859975035 1.0000000180025095e-35 1.0000000180025095e-35 -1.0234077568651669 -0.22241172008597768 -0.40373365247282927 1.3156155531097407 -0.53394376385287134 0.1529283414906312 0.37964429882696765 -1.3213734904502978 2.9869920577443172 -0.089283776459394754 -0.68229739446570437 1.4039267167446501 -0.23473716579358797 0.30113011682197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 21 6 8 22 16 -7 -10 12 14 -14 15 -4 17 19 -19 23 -21 -1 -8 -2 -9 26 28 -11 29 -13
right_child=1 2 11 -5 -6 9 7 24 10 27 -12 25 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.1258794907337102e-05 -0.00031452420250488358 -7.5731666019532626e-05 4.733179200608101e-05 0.00047892154783517527 -5.4581964015041559e-05 -8.5814581365738985e-05 -0.00027748351294835954 0.00010557011467327422 -0.0002263533017692784 7.1143438878630073e-05 -3.8911188401102249e-05 0.0003487911091863358 0.0020052745468013729 0.00017444449628151702 -0.00015667148255898251 -0.00019445536805901809 -2.3453145529490989e-05 9.0530655439339795e-05 -0.00011820555541168889 -6.5499042103453052e-05 0.00058084029918340277 0.00017513510391911204 0.00016060253834403393 0.0001079434185304447 -0.000454608974465227 -0.00017091150021674399 -0.00010856309103050649 -0.00070672757755782945 -9.0986996637980314e-05 -7.9685259305967967e-05
leaf_count=12180 758 4821 14892 1384 8295 52267 1931 19385 7179 8655 10028 2108 38 2122 11199 3986 108471 5419 6178 384 900 9084 788 9449 321 29445 25434 324 3230 1276
internal_value=0 -0.0340042 -0.0760049 0.0847897 0.0536117 -0.0199762 -0.00663525 0.0728027 -0.0197273 -0.0670069 -0.115093 -0.088781 -0.0311806 0.226493 -0.0525085 0.00398982 -0.00949997 0.0534824 -0.017958 0.125115 0.428113 0.0949779 -0.148274 0.0868289 0.100558 -0.120637 -0.0749398 0.0548296 0.0651708 0.199099
internal_count=361931 332372 99935 6205 29559 232437 171191 22425 148766 61246 17207 93730 32237 2160 30077 18878 131559 23088 11597 11491 1284 21264 2719 10207 19706 61493 32048 8979 6614 3384
shrinkage=0.000961169


Tree=2288
num_leaves=31
num_cat=0
split_feature=728 813 620 15 1445 859 705 146 1256 791 908 785 843 923 909 1113 714 539 809 783 555 509 815 973 698 899 646 1121 791 621
split_gain=36.6858 29.8375 35.09 33.3407 29.4436 29.7024 31.0597 28.2042 27.8086 27.3878 28.1058 25.7551 26.2416 45.9056 24.7568 25.5318 24.0622 35.8696 34.19 32.7306 31.7188 29.577 31.7701 33.676 25.7764 25.3751 27.8377 26.9843 24.9454 25.0859
threshold=1.0000000180025095e-35 0.44561103650162237 0.13102810056866962 1.7252490091840407 1.6380901172106308 -0.54135187694831066 0.85154028700297968 0.44602136051854097 -0.77355756603751835 1.0000000180025095e-35 -0.47762292947564106 -0.86283290253235112 1.4283687790122588 -0.86449023226567734 0.061597081724430229 -1.0333302201157377 1.0000000180025095e-35 0.6695026854463163 1.0000000180025095e-35 -1.0732212767954836 1.4532474367493595 0.60956817060957857 1.6638054002796892 -0.59468744539556595 -0.98204771521968748 -1.4623631825629138 -0.42980666616629565 0.93988808532854418 1.0000000180025095e-35 2.8845637357571245
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 7 -1 -8 10 -10 -7 16 -14 15 -11 19 18 -18 -13 -19 22 23 -21 -25 -20 27 -27 29 -28
right_child=1 2 -4 -5 -6 11 8 -9 9 14 -12 12 13 -15 -16 -17 17 20 25 21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-2.9517765543580526e-05 -9.9060370389742006e-05 5.8393228970032524e-05 -0.00011250995316553912 0.00012085580992718625 -7.9292119827224002e-05 7.7357040665236977e-05 -6.0145246380440661e-05 7.8451974269268382e-05 -7.8407226030440983e-05 0.00094853027854306183 0.0001440135594801391 -0.00020181164514000206 0.00035712376399056172 1.1155299774068916e-05 8.4382122960632066e-05 0.0003234806909532277 -0.00015271518934583642 4.059987148661842e-05 -0.00033311710286770179 0.0002097604627143328 -0.000261426617116647 -0.00010417638395675906 -0.00019726091427868623 -0.00010337153429892272 0.0001005311026307343 9.0664839088491449e-05 -0.00013816129605241824 -0.00018485069133503254 2.2317559002768774e-05 0.0006123463717854768
leaf_count=34577 77391 18447 9099 4153 32930 12165 4255 15438 3525 297 9387 3396 1693 16610 1852 2523 30116 17550 1768 7056 1587 6431 1680 5083 7773 10447 15225 2126 7150 201
internal_value=0 -0.0610816 0.0021426 -0.0881334 -0.00781762 0.000247432 0.0360353 0.00588492 0.103348 0.139012 0.088055 -0.0181954 -0.027127 0.0469456 0.27712 0.400663 -0.0401536 -0.0599481 -0.0878772 0.0124052 0.0164948 0.0361059 0.0725047 0.0980401 0.0281636 -0.0469517 -0.0356645 0.0482416 -0.0805452 -0.130681
internal_count=361931 109090 27546 81544 252841 219911 71854 50015 21839 17584 12912 148057 135892 18303 4672 2820 117589 86170 67033 31419 19137 28023 21592 19912 12856 36917 35149 12573 22576 15426
shrinkage=0.000980392


Tree=2289
num_leaves=31
num_cat=0
split_feature=785 728 647 590 1431 852 727 923 497 993 908 727 1049 1077 815 783 968 1452 712 1051 971 930 374 576 1321 846 1134 1237 146 20
split_gain=37.7182 32.224 27.9996 64.1444 26.9853 26.0391 29.9099 46.8675 28.7258 27.4559 32.3854 31.1218 27.1853 26.91 26.8048 27.0724 26.3068 25.7021 25.6383 25.1611 26.1241 24.7509 24.6301 24.4358 25.1724 24.3867 23.9392 26.1769 23.1543 26.6734
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 1.461728259125324 -0.89727091510114898 -0.42487639646845682 -1.1275738623161491 -1.7276023283237012 4.2406324835638474 1.6638054002796892 -1.0732212767954836 2.0695670359217271 3.3900475580725948 -0.63779424894106762 3.5926503781727646 -0.41257492650305128 2.1042721739608483 0.83501184199785239 0.66546334935299256 -1.1798994846903865 -0.53268848306471728 1.0445639817206116 1.4298092310842805 2.888475460910541 -0.37168563270387045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 4 3 -3 5 6 14 17 19 10 -7 -12 -11 16 15 -2 -14 -8 -1 -9 -21 22 -13 -17 -25 -4 27 -20 -27 -30
right_child=1 2 25 -5 -6 9 7 8 -10 12 11 21 13 -15 -16 23 -18 -19 26 20 -22 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=-0.00013566173854241546 -0.00018394665656785576 -6.4685687345523117e-05 -2.1903865114647505e-05 0.00043306178327079213 -7.5716642310511099e-05 -6.6004651053158095e-05 -0.00033362904278833722 -6.9619574469107862e-05 9.7513198404131801e-05 -0.00041937496762771003 -5.6115633757383291e-05 0.00013478784692101542 -2.2328524367609512e-06 -0.00075539104925488533 -0.00020411819418135777 3.6137142148447286e-05 0.00014479726664623645 0.00085633196889068513 6.3753511689001416e-05 -0.00013874034639497178 0.001513407617440636 0.00069549206978102322 0.0004455111437122165 0.00075860971218567278 0.00017039245410286526 -0.00010875839066295911 0.00023087090559757687 -0.0002008317395746535 -0.00026190002596887231 0.00093139154073107206
leaf_count=3225 2299 4821 29774 1384 35150 3692 3650 48097 4622 916 2040 4725 98911 213 1826 15754 5158 68 21303 82 76 444 1364 315 3035 63616 3339 1692 158 182
internal_value=0 -0.029821 -0.0695897 0.0820801 -0.0165654 -0.00733751 -0.0400115 -0.0693059 -0.0518427 0.0125601 0.111515 0.182296 0.00141395 0.00413562 0.0273414 0.0512545 0.00563747 -0.32335 0.0511396 -0.0705523 0.786299 0.253268 0.216847 0.0775041 0.242524 -0.0816704 0.0718258 0.0477574 -0.11116 0.46732
internal_count=361931 332372 99935 6205 232437 197287 79824 56595 52877 117463 12265 8573 105198 104282 23229 21403 104069 3718 29559 48255 158 6533 6089 19104 3350 93730 26334 22995 63956 340
shrinkage=0.000942322


Tree=2290
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 771 727 1467 809 666 519 690 788 714 851 768 803 791 815 650 425 491 645 934 921 1016 1324 998 908 503
split_gain=37.5726 32.1429 28.7073 28.3646 64.301 26.7058 26.3386 24.2225 30.1992 23.7652 23.8007 34.9982 31.8406 25.5569 42.5895 37.3062 35.8908 38.6091 34.0256 33.5835 33.1274 33.2745 29.9016 29.5948 27.4193 27.177 25.546 25.2435 24.9672 24.9017
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 1.4820751525130569 1.0000000180025095e-35 3.2089320700182484 1.6518864604429058 2.2575337098986954 2.1420547332082829 -0.55036963499547997 1.0000000180025095e-35 1.0000000180025095e-35 -0.84871412517626565 1.4582606246804526 1.9682860324222273 1.0000000180025095e-35 0.67237773758774566 2.1314615550283826 -1.403423828020913 0.98107041598497147 1.0999280683389623 1.0000000180025095e-35 0.62154522891879982 1.0000000180025095e-35 2.0883641899847656 1.0000000180025095e-35 -0.43366748530298754 0.1751328965716851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 -3 7 -1 9 -9 10 13 -12 -13 15 27 19 17 -16 20 23 -19 25 -17 29 -23 -22 -25 -15 -29 -2
right_child=1 3 -4 -5 -6 -7 -8 8 -10 -11 11 12 -14 14 16 22 -18 18 -20 -21 21 24 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-1.9060769847804446e-05 0.00014986011721967703 -6.3896206708871997e-05 -7.7895860637588023e-05 -7.7266172803969784e-05 0.00044501722314935313 -0.0001676609660288939 0.00010561478796654361 0.00024753714751078639 -0.00031251730309548106 0.00011176031024957848 -0.00010557060043179087 3.5629015808732769e-05 0.00026540783786126827 3.8755419561844608e-05 -8.0772553661465787e-05 -0.00022404667483713684 0.00010877751370519342 -0.00034368419754661277 0.00014622425044943959 0.00031573220943133717 -0.00012617961958304364 8.0547807606389424e-05 0.00021546977360581963 -3.6026976552994886e-05 0.00052126559045722698 2.7907542149877227e-05 0.00039342178926329163 -6.8043194950722814e-05 0.00042731438433339511 -2.4337984451799116e-05
leaf_count=12551 11668 4821 35150 93730 1384 4703 17008 2750 423 6533 3400 5516 3997 5327 76916 4681 5852 2155 5421 1947 12413 2870 826 19672 678 10929 614 646 1628 5722
internal_value=0 -0.028457 -0.0152085 -0.0682182 0.0846211 -0.00568105 0.0524041 -0.00172294 0.176821 -0.00519572 -0.0103012 0.0739665 0.135955 -0.0179815 -0.034751 0.0272373 -0.045976 -0.0558161 0.00757197 0.0497494 -0.0278284 -0.00901821 -0.154518 0.0348981 0.179718 -0.0439104 -0.023098 0.119575 0.310647 0.101149
internal_count=361931 332372 232437 99935 6205 197287 29559 192584 3173 189411 182878 12913 9513 169965 124835 45130 117234 111382 34466 39623 29045 26890 5507 37676 3548 23342 20286 7601 2274 17390
shrinkage=0.000961169


Tree=2291
num_leaves=31
num_cat=0
split_feature=1447 291 1451 21 848 419 1051 1176 775 1009 152 1458 733 1380 705 77 497 909 659 1049 70 690 1283 1048 1356 1449 1118 760 50 47
split_gain=21.0309 25.1174 23.2564 23.1702 24.5801 30.7375 27.1562 23.4842 23.2954 26.9491 23.929 23.0852 22.8023 28.4116 22.3856 34.6687 28.212 27.8628 23.7839 22.7105 22.5391 22.4341 21.7181 21.6329 24.7458 26.0018 22.7061 22.9312 21.3104 21.2899
threshold=0.74484333252909696 0.66149345213584188 1.1203555542141117 -3.2545899522946695 -0.014926871543044078 -0.23573149839231991 3.5926503781727646 -0.76824266130510066 0.62966819467040003 1.0000000180025095e-35 1.1811664498568037 -0.016166165498515375 2.3938204998800492 -0.020355548165886615 0.29476615584548899 -1.2375652594601065 2.4192885550665473 -1.0070741683404549 0.62821384419828064 0.78969563927796471 0.98314585529113574 1.4417547718644637 1.0000000180025095e-35 -1.1694077962916833 1.0000000180025095e-35 1.3908208787182408 -0.47256366948315037 -1.0777695869593249 1.0000000180025095e-35 3.1569996845240751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 14 -6 7 11 9 12 -11 -7 -9 -14 21 28 18 -18 23 20 -19 -5 -8 -17 26 -26 -25 -28 -16 -29
right_child=1 2 -4 4 5 6 22 8 -10 10 -12 -13 13 -15 15 16 17 19 -20 -21 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=0.010146623215845049 0.0015328243016214705 -0.00028873641049442984 -0.0066886201521262345 -0.00046282322462880857 -0.0024652210327897597 -0.0054674350137581514 -0.015880240311120612 0.0014005951095176176 -0.0023636813532050367 -0.0041940616259484916 0.0071743535437952064 0.00029350825303643311 -0.022927077019816573 0.066756399881712641 -0.009201552919634013 -0.0026883622560289373 -0.017366568412778133 0.012034419642841618 -0.0014931597923985469 -0.0013749739441019082 -0.0087113118424358357 -0.0041652788090325793 0.033909990498545102 -0.0011298071692361039 0.0026086415717868497 0.011066170662477526 -0.0096406806656203839 0.0017641800115694181 -0.0012515660411060198 0.015297267544713873
leaf_count=656 38268 12671 1948 97037 50793 8333 49 32622 11628 7152 827 5341 31 46 3001 6056 150 1849 14373 650 186 7192 111 15984 15892 1138 623 23378 3607 339
internal_value=0 0.0297738 -0.0453162 -0.0172884 -0.0183209 -0.0470208 -0.013737 -0.0164144 0.00415436 0.0301477 -0.108445 -0.116905 0.0564047 1.48739 -0.00273413 0.0232526 0.0343613 0.239368 0.0258553 0.28703 0.396146 -0.0269256 0.876284 0.0442446 0.0557637 0.123615 0.0248635 0.0658588 -0.15854 0.0762255
internal_count=361931 52887 14619 309044 308388 116933 66140 65980 52306 40678 7979 13674 32699 77 191455 87226 80618 2835 77783 2685 2035 104229 160 63410 57354 17030 40324 24340 6608 23717
shrinkage=0.0260114


Tree=2292
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 389 800 1041 900 737 1014 221 138 1041 1112 1119 1244 1320 567 1132 423 853 695 908 1400 21 639 852 1455 1191 1092 1467
split_gain=20.788 40.2668 32.644 20.9527 20.5384 25.1805 24.879 22.1947 29.4756 22.0208 21.6912 20.91 20.4163 27.1752 25.4225 22.2629 23.3637 22.8316 21.3798 20.2936 20.2116 28.1657 26.6174 23.3933 33.4554 31.4111 27.1526 25.7692 25.4309 24.7142
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 0.87707395870045979 -0.57812715656594349 -1.1877115420246598 1.2843353117411589 1.0000000180025095e-35 1.9117660652834578 0.87875214938591606 -0.73249580233880873 3.2342923564448944 0.93855880269272951 0.20908095056561907 1.8357723122392144 -0.07524816688472051 1.4784937406783569 -0.71438907237037585 0.89480686749908356 1.0000000180025095e-35 -0.15212180702215319 -1.5369491340365899 0.17736563190352031 -0.13431221002227373 0.40093906832843279 -0.22706799479215015 2.5522110869383945 -0.82744687807158024 -0.92457298990731662 0.78139565053790361
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 -2 9 8 10 -7 11 -6 14 -14 15 17 -17 -1 -18 -4 22 -22 -3 24 26 -25 -23 -27 -29 -30
right_child=4 20 19 -5 7 6 -8 -9 -10 -11 -12 -13 13 -15 -16 16 18 -19 -20 -21 21 23 -24 25 -26 27 -28 28 29 -31
leaf_value=-0.0070390995795285094 -0.0045908362468528629 -5.1452373175768961e-05 -0.0034535944656608917 -0.0049162703689565159 -0.0025406902271174008 0.00038992728545003669 0.0053629769684842609 0.00048408728413905692 -0.0058331501352733304 0.004060066415693093 -6.2525755117773826e-05 0.020079317565826413 0.0039792173871748063 -0.031416188933322875 0.018207889096024357 -0.0067214797288442617 0.031690627126218701 0.0088213574791164151 -0.025663822832005318 -0.0011806869824160457 -0.0073298064836735269 0.0031129272051968891 -0.0033941039588815183 -0.0027261042713728691 -0.0014257142443831832 -0.010613278405888174 0.015845966038765875 -0.0075768333849748721 0.0028017802919821436 -0.0038401668428858123
leaf_count=293 2296 26883 41110 842 17329 25723 4230 83810 4068 5563 54673 133 140 97 309 773 67 1608 22 29427 1892 15923 12141 9314 6557 512 434 922 13123 1717
internal_value=0 -0.0297989 -0.0787697 0.0966993 0.00610329 0.0516492 0.0649917 -0.00544449 -0.0337239 0.0433681 -0.0238917 -0.096477 0.169941 -0.422595 0.214567 0.147545 -0.141489 0.268428 0.795273 -0.0966207 0.000128931 0.0289017 -0.0410635 0.037456 0.0923774 -0.00607465 0.143744 0.0486555 0.063559 0.0831559
internal_count=361931 164106 74688 4151 197825 37812 35516 160013 76203 31286 72135 17462 3309 237 3072 2763 862 1901 89 70537 89418 50394 39024 48502 22914 25588 16357 16274 15762 14840
shrinkage=0.0245112


Tree=2293
num_leaves=31
num_cat=0
split_feature=785 470 395 203 471 1065 192 727 1363 263 1323 1436 150 651 1037 1036 944 1466 1243 846 1449 1431 842 488 577 1450 1030 592 1007 617
split_gain=62.3524 45.0128 57.2677 35.4594 33.1126 39.5997 31.5649 31.1198 29.3239 30.274 29.1336 28.0959 27.6634 26.7402 25.3105 24.8486 29.1843 28.684 24.7307 24.2463 27.2772 24.0072 23.8913 23.826 23.3709 24.8907 23.3636 23.2433 23.0784 23.0535
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.35930717134390644 1.0518754624258557 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.66115833724634121 -0.86734656319435766 0.60428344764309971 -0.18016064898803322 1.1107569744011787 -0.60489981398538839 -0.49291796627948531 1.4781763871474156 1.2962903438419942 1.3361942893739629 -0.48273133918595618 -0.58632960250228139 1.0099929608726099 0.70176422714037578 -0.85774039152567538 -0.9250398530534788 4.9048084466922406 0.99422031274767553 -0.59494694347224619 -0.58509654268748301 0.48776982928048135
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 11 18 6 10 27 9 19 -6 14 -11 -7 -2 17 23 -4 21 -8 -21 -3 -23 -17 -5 -26 -9 -1 -15 -16
right_child=1 4 15 24 5 13 8 26 -10 12 -12 -13 -14 28 29 16 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0001676795130679876 -0.00024963382080272627 -5.767843347179703e-06 -5.1066360559723514e-07 -0.00047170205733140964 -0.00015893758765302105 -4.1305432920132684e-05 0.00029460618785713419 0.00014862754117178476 -5.4696247305966517e-05 7.5976928664913055e-05 4.3220290750032966e-05 2.4139936126829327e-05 0.00045217633372879334 0.00015171271138440931 -5.9282045692602804e-05 -0.00018934522757357104 0.00012605494260489118 0.00022293713321301336 -0.00011963983277199969 -0.00022622335235579963 0.00012226502192857726 -4.5259582615434644e-05 -0.00023269981223457615 -5.1440271666735713e-05 -0.00019955320946863338 0.0017077123477224666 -0.00017250156272491886 -4.9933632239339141e-05 -0.00047097929891328871 -0.00022948996075190548
leaf_count=2447 11052 95285 28233 5218 3904 4925 1765 16011 2364 1039 26029 8422 2214 262 25234 8646 3540 2558 14325 1255 3110 13830 5047 39784 14916 29 997 10104 1129 8257
internal_value=0 -0.0317749 -0.0644697 -0.127375 -0.00935034 0.0355975 0.0592743 0.0718829 0.146933 0.196717 0.0223185 -0.0971679 0.348253 -0.112374 -0.128155 -0.0280219 -0.0596776 0.0216134 -0.0295794 0.110695 0.0271127 -0.0192024 -0.0995302 -0.0755159 -0.255484 -0.198667 0.133806 -0.006535 -0.359508 -0.0956345
internal_count=361931 332372 155889 73128 176483 47996 41680 29559 11747 9383 29933 52965 3253 6316 44543 82761 51970 30791 128487 6130 4365 114162 18877 48430 20163 14945 17008 12551 1391 33491
shrinkage=0.000961169


Tree=2294
num_leaves=31
num_cat=0
split_feature=888 1218 671 903 512 1326 917 785 1027 585 1098 21 747 928 864 466 278 1168 65 1118 705 791 978 854 796 539 838 1184 1463 1462
split_gain=20.9356 21.2139 21.263 22.0328 20.9205 24.0439 26.7848 20.8252 23.2229 22.1107 23.3649 20.9511 23.6297 28.7934 32.8363 27.6725 27.3086 24.6596 24.4847 31.5243 25.0994 23.0467 26.4203 24.4936 53.582 23.1954 27.8276 23.0541 22.7366 33.9875
threshold=1.0000000180025095e-35 2.1598224403851116 1.0000000180025095e-35 0.15690574060731749 1.7364793524751543 -0.98706854457565818 1.2888754607468123 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.65750918523183322 -0.70163543588998201 1.0000000180025095e-35 -0.52992354128753727 0.72275257928592751 5.9255695343812942 -1.5543811406313057 1.4187720419083558 0.77605621623814935 1.073120915043017 1.4811233430041424 1.0000000180025095e-35 3.0027013568658325 -0.87473648844905705 1.5191488867762273 0.6695026854463163 -0.39851064426801458 -0.53066036875569089 0.26178017910560175 3.0530110531883921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 6 -6 8 9 -1 -11 -9 28 14 18 16 -15 21 -14 20 -20 22 23 24 -18 26 27 -23 29 -13
right_child=1 -3 -4 -5 5 -7 -8 11 -10 10 -12 12 13 15 -16 -17 17 -19 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0043445076728680721 -0.0010810083993517739 0.006049995277669246 -0.00060663025257398325 -0.0065810344229687472 -0.0038962445432099554 -0.018311109825501829 0.05780448438732351 0.00064219993954568689 -0.0012754408394130496 -0.0017660504983670667 0.0033377999371086865 -0.002114696648416339 0.0023930099134323243 -0.0091197434632767759 -0.0026375604705684719 0.070678443527739998 -0.0015393583026988992 -0.0048529688747159213 -0.0010308462859305216 -0.01197633566654639 0.01426320622622518 -0.0026258512514837824 0.016398022147996648 -0.0013397612348410638 0.01029568628921216 0.0045157686682554769 -0.0020350146321248402 0.0042098256496261302 0.00025785577268589501 0.0071276517840430991
leaf_count=8808 12639 1111 23251 7940 262 955 40 77000 7217 5525 5022 62160 28845 1697 5678 23 3088 5326 5296 829 359 2130 243 51660 1522 4152 9232 5932 22889 1100
internal_value=0 -0.0613768 -0.0717536 -0.140466 -0.0730699 -0.48098 0.335246 -0.00258187 0.0552358 0.0939768 0.026953 -0.00860746 -0.0198928 -0.00145048 0.0456434 -0.0252616 -0.0258305 -0.0211052 0.070839 -0.0623358 0.00270039 -0.0126291 -0.0358677 -0.0391451 0.107076 0.0492343 0.00890538 0.100909 -0.0513497 -0.0758433
internal_count=361931 46198 45087 21836 13896 1257 302 315733 26572 19355 10547 289161 212161 126012 41007 85005 84982 83285 35329 6484 5655 77959 56513 56270 4610 21446 17294 8062 86149 63260
shrinkage=0.0250014


Tree=2295
num_leaves=31
num_cat=0
split_feature=181 1454 1452 21 1455 748 1466 1469 21 1468 1451 1465 1457 1459 21 1459 1465 501 1457 1455 213 1452 1458 1452 1457 1465 814 1449 1461 21
split_gain=20.6048 20.5377 33.0049 26.9924 50.9115 33.6063 30.1108 27.367 28.5005 30.4932 30.7439 43.174 35.575 46.5385 54.2469 51.2602 41.9835 38.9934 37.3714 36.7213 35.7972 31.4937 53.1993 41.7408 46.2401 36.6125 37.5466 30.7375 29.5712 32.5115
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 -1.0798509198017876 0.93792226267099765 1.3593059060298478 0.99096960220324093 1.6911153983873026 1.189441983669046 1.8034839195215984 -0.17514941140794424 -0.063611481550710794 -0.34506681842024162 -0.15184483386147815 2.7023039193162686 -0.069973186848726762 0.87082813740988774 -0.083601705144384794 -0.54905437150794734 1.2270625707982405 -0.92248919668923823 0.1870035205360647 -0.21238062798407994 0.21158045436466741 -0.56593299250372686 0.48890525498502457 3.3844084325317341 1.5121378571537194 2.5032120688259147 2.3240884354044633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -6 8 -5 10 11 28 16 19 15 -15 18 -16 -12 20 -14 25 23 -23 -25 -13 -27 -17 29 -10
right_child=-2 3 -4 7 6 -7 -8 -9 9 -11 12 21 13 14 17 27 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00034876784108744041 -0.001169283375461846 -0.00044898199701302828 -0.0060697812500758088 -2.0332116351505227e-05 0.012313981576755824 0.011785602488383461 6.7576293819428387e-05 -0.0047558256658038998 0.011009231069742269 -0.0042786322249605763 0.0029944077499031246 -0.0098076915444655945 0.026057232941215504 0.025654320503720671 -0.026881917205454634 0.0049131798737399772 -0.017209504982840556 0.013366730851708744 -0.0091423790214865443 0.007508394325543971 -0.00804001157677099 0.025886651996891143 0.016973319134126193 -0.015340811516230398 0.0056658039648166203 0.0021203173427906718 0.082680024466692106 0.032217355249914301 -0.020329292165652508 -0.00063983321583450351
leaf_count=146858 75166 8158 4160 99877 2172 863 779 3507 3988 1881 2068 1148 88 479 201 1561 608 100 1255 778 1633 133 696 563 685 1395 24 114 100 893
internal_value=0 -0.000100106 -0.0192764 0.0193539 0.124205 0.0292419 0.362178 0.00993378 0.0153865 0.087459 0.113781 0.197586 0.0235556 0.139184 0.339199 0.450439 -0.133581 -0.512344 -0.0424023 -0.0670971 -0.247087 0.0507934 0.240332 -0.0161273 -0.149126 -0.110962 0.123854 0.274641 0.337112 0.3609
internal_count=361931 286765 151018 135747 11972 9021 2951 123775 120268 20391 18510 9625 8885 4954 2455 2154 3931 301 3323 2499 1721 4644 2077 1381 1248 2567 1419 1675 4981 4881
shrinkage=0.0250014


Tree=2296
num_leaves=31
num_cat=0
split_feature=50 56 1470 651 933 1002 768 1185 345 145 323 65 0 1393 1109 156 1239 1459 69 2 1384 623 699 84 12 843 73 221 930 185
split_gain=20.3041 35.3946 22.149 22.1937 20.4764 20.7566 24.2526 24.0164 20.878 24.9192 20.2675 30.5599 28.7573 26.354 24.0765 23.6081 21.8918 22.0673 21.7942 24.3978 21.6905 25.2844 22.9138 21.4363 21.3968 21.326 20.9712 20.9676 21.57 20.8622
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.1107569744011787 2.2214874143667376 -0.32459312438081372 1.0667832029532722 -1.2235276994551807 -0.019294889973500942 1.8425236238192719 1.0000000180025095e-35 1.0000000180025095e-35 0.22348598249408916 1.4521419143302936 -0.47570412981651039 1.0292741807551258 -0.71055621259912238 -0.50282768380134069 0.097465230097868907 3.0208142679262333 -0.54869371940750955 1.2071575135312325 1.4873233873111167 0.26099109037638174 3.0961890430132013 2.0054490827892364 -0.60888572536281382 0.40274050187153154 1.0000000180025095e-35 0.45051850460492232
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 9 -9 11 12 13 15 -14 16 18 -18 19 -2 21 -12 23 -22 -24 26 -25 -28 -29 -13
right_child=10 -3 3 4 -6 -7 7 8 -10 -11 20 29 14 -15 -16 -17 17 -19 -20 -21 22 -23 24 25 -26 -27 27 28 -30 -31
leaf_value=0.0019495815887699292 -0.0055305046741020636 -5.5031868827802755e-05 -0.0031535431779420317 0.0034740421404685861 -0.014962504433165236 -0.0016374286744317759 0.08136960841742806 -0.0063770153902652678 0.031013591109550744 0.059782842516474519 0.0013258557057923147 -0.0024628686711634768 -0.00089812303597324057 -0.0062693911659759639 0.0034767130979502549 -0.0047559474271081223 -0.0011602203261722498 0.0027041042306317612 0.0016150620482426685 0.033373537110429778 0.0012568885243339708 0.0060746982934905555 -0.0044802995873406328 -0.0042745936895951953 0.053380072285638909 0.0087251419268417549 -0.001864578199157382 -0.0022921457553567968 0.0063701419968042079 0.026147069786372375
leaf_count=4567 5587 90457 63589 2135 330 2964 27 228 223 29 33736 28719 7416 3190 13764 4525 9084 13975 3160 59 42043 4594 5279 7158 21 712 9597 1842 2818 103
internal_value=0 -0.0288112 -0.0775217 -0.0932163 0.0427697 0.0765885 0.231278 0.716151 0.585223 0.0771192 0.00676692 -0.018349 0.00817628 -0.0275746 0.0721483 -0.0108276 0.00927533 0.0427122 -0.0900689 -0.179143 0.0272491 0.0683676 0.00294071 0.0140749 -0.147956 -0.0411422 -0.0545664 -0.00509677 0.113625 -0.0834501
internal_count=361931 164549 74092 69525 5936 5606 2642 507 480 257 197382 89582 60760 39580 21180 36390 31865 23059 8806 5646 107800 38330 69470 64170 5300 22127 21415 14257 4660 28822
shrinkage=0.0281556


Tree=2297
num_leaves=31
num_cat=0
split_feature=785 470 395 203 1436 498 727 1036 1466 944 497 209 1049 705 979 577 1450 488 579 1221 1037 1464 1464 1465 1459 1459 1449 1450 1468 1467
split_gain=35.9589 31.1801 39.3531 31.9806 26.2473 24.9135 24.2679 23.394 28.2217 27.8169 23.2295 29.371 30.7257 33.6898 24.469 22.9335 24.115 22.5371 22.357 22.5756 22.2582 22.241 23.0279 22.1899 28.6628 29.8539 24.4698 23.4066 23.0614 22.5029
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.60428344764309971 1.9004659221911799 1.0000000180025095e-35 -0.49291796627948531 1.2962903438419942 1.4781763871474156 2.0895063784560848 1.6925832851886364 1.6247608304535173 0.70592243731563598 1.9356016332468857 -0.9250398530534788 4.9048084466922406 -0.85774039152567538 0.38369638209385348 1.9111042213368361 -0.60489981398538839 -0.13737360038314356 -0.16600975687015471 0.57942899407087378 -0.088205869773288079 -0.069973186848726762 -0.30724857489969548 -0.1866241178632945 0.74910709165279876 0.30995203841187846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 20 10 -1 8 -4 17 14 12 13 -12 18 -5 -17 -9 19 21 -2 22 23 -3 27 26 -26 -25 29 -29
right_child=1 5 7 15 -6 -7 -8 9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-1.8556518301496252e-05 -0.00022218281731140556 -6.5006531891190415e-05 -3.9216500227231508e-07 -0.00044243897517156218 3.5823559165078815e-05 0.00010192701580696175 9.8784180669972752e-05 -0.00018050202923189948 0.00021734122874086668 0.00012169622152631491 3.7036756401813061e-05 -0.00031046824669848358 -0.00015430871687439836 0.00025867944733720997 -0.00015859193801399379 -0.00017431348305770429 0.0016703463130755549 -4.8572361179341489e-05 2.3128043857184624e-05 -0.00017140469403832518 -7.573235523853367e-05 7.1136899863658471e-06 -0.0003306714529796296 -0.00028849045134342755 -0.00077229551920023716 0.00014105927774257684 0.0016685533133426207 0.00038746051914195805 -0.00041088035752144411 -0.00012630070218201336
leaf_count=12551 11052 51261 28233 5218 8422 7323 17008 8646 2558 3540 7036 808 1718 4199 5748 14916 29 39784 39091 5907 33491 44708 1370 1563 28 3846 71 832 351 623
internal_value=0 -0.0294984 -0.0568478 -0.109496 -0.080727 -0.0108028 0.0496215 -0.0266591 0.0216085 -0.0574583 -0.0165844 0.0649224 0.0883763 0.129038 -0.0248353 -0.23269 -0.176004 -0.0729756 -0.0193977 -0.0362333 -0.110945 -0.02914 -0.0582353 -0.0514642 0.0600465 0.181097 1.28352 -0.0934898 0.0684025 0.186838
internal_count=361931 332372 155889 73128 52965 176483 29559 82761 30791 51970 169160 13761 12953 11235 155399 20163 14945 48430 149651 110560 44543 104653 59945 58575 7314 3945 99 3369 1806 1455
shrinkage=0.000942322


Tree=2298
num_leaves=31
num_cat=0
split_feature=728 813 620 15 1469 499 21 699 1124 81 1259 196 692 914 8 1320 44 1300 1038 1116 494 1236 423 1329 359 580 286 375 622 278
split_gain=20.2884 20.4193 33.3881 30.8738 22.0221 21.0534 22.872 22.7277 21.7577 29.3475 21.6528 21.5454 20.8515 23.365 22.9674 26.9956 20.8397 20.6788 28.5234 25.5238 21.0803 20.6388 20.2758 19.8657 21.71 29.3336 27.4108 20.0854 26.287 20.2851
threshold=1.0000000180025095e-35 0.44561103650162237 0.13102810056866962 1.7252490091840407 -1.3381350792132791 0.22933564276111465 -0.89074317784588486 0.70661455112183136 -0.71978248252706023 -0.16695529235527606 -0.98911129455747349 1.7882557634680591 0.80388763068377012 -1.4363491908327737 -0.98161819229899072 0.93064678828556191 4.0886425239914255 1.0000000180025095e-35 -0.28056106571917611 -0.29279555500664478 -0.14855195231615986 -0.66443602000037905 -0.056951737107495834 -0.43927684282367224 2.3909086559484707 1.0000000180025095e-35 -0.61941266512992732 2.0992015153498529 0.15803448352467073 1.2917938791050261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 21 5 -5 6 7 8 9 10 -2 -9 13 -6 15 -15 -8 18 -12 -19 -20 -3 -14 27 -25 -26 -27 -7 -29 -30
right_child=1 2 -4 4 12 23 16 11 -10 -11 17 -13 22 14 -16 -17 -18 19 20 -21 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=6.8473245902575124e-05 -0.00098269569846625143 0.00012210547116892268 -0.0025375906508232834 0.050562490328729184 0.014681656854932166 -0.0020082154879915793 -0.001846408272752997 -0.0049716190651754155 0.0014288319519023449 -0.0017898682344691503 -0.012219277169297927 0.024129494403776274 0.021394962981246771 0.035932434418944843 -0.00199563410417185 -0.02493588198811374 0.022319525986244901 0.03397375753794997 0.0029973594153832181 0.0055821323035744391 0.044991210060616398 0.0041037791305534631 -0.0014073691027937612 -0.0052999719959765136 -0.0096264990733574019 -0.01266983530647481 0.034045897578434035 0.00086168921120698008 0.031536375183352713 -0.036168515690667945
leaf_count=252841 261 10847 9099 22 352 10335 39296 3113 5495 638 205 138 386 151 2936 61 113 399 98 181 71 7600 245 15976 184 59 140 467 196 26
internal_value=0 -0.0372779 0.0153366 -0.0599613 0.145397 -0.0725368 -0.0404994 0.0714124 0.144447 0.370789 0.588705 -0.141784 0.128022 0.0510217 -0.0268017 0.868993 -0.0686052 0.757598 0.27877 1.02578 0.929726 0.0717429 0.524279 -0.130871 -0.190149 0.334481 0.874423 -0.0469547 0.335163 1.02201
internal_count=361931 109090 27546 81544 4153 77391 50008 10599 7348 1853 1215 3251 4131 3500 3148 212 39409 954 374 580 169 18447 631 27383 16359 383 199 11024 689 222
shrinkage=0.0255014


Tree=2299
num_leaves=31
num_cat=0
split_feature=685 1242 636 1042 612 218 1047 1039 1191 1292 1323 1049 1243 692 1459 740 686 1077 637 1453 1002 705 355 696 553 1094 139 519 635 1456
split_gain=19.6393 26.6079 25.3834 23.5508 30.976 29.07 26.402 25.1716 23.394 30.5232 23.3082 23.2836 23.2367 26.3718 28.8357 24.4592 30.2342 27.719 23.8802 25.6056 24.9896 29.8762 23.0439 26.9501 26.4328 23.6594 22.9741 22.7382 22.3041 22.0319
threshold=0.58104764358843186 1.9493317737837044 -1.1034353467587172 -0.11122857220049673 1.0000000180025095e-35 1.2479861795722547 2.264868627366154 3.834073057533097 0.10019180243205586 1.4892968121444323 0.57482678812858057 2.1693685638288778 0.1673682737289636 -0.28384984421681519 0.40413748344094969 2.6399776226761449 -0.42018083858498811 0.5007251690472273 1.294906803570927 5.5477399240790328 -0.32459312438081372 1.4125972960924511 -0.31582154103751708 -1.1253860727639797 0.32555278976958829 2.9878277854369757 0.64049011248054566 -0.830672104868595 0.53869517965062963 0.042545365537477266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 -3 4 7 6 11 -2 9 -4 -6 29 13 22 15 18 -17 -18 19 20 21 -15 24 -24 -1 -26 -9 -14 -13 -5
right_child=1 2 8 5 10 -7 -8 26 -10 -11 -12 28 27 14 -16 16 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00095896547537574776 0.00022892156752821275 -0.0048728742858686874 0.0024291402359447826 -0.0018114843499308013 -0.0037184842441313581 -0.0093866052580727031 0.01330667593059703 0.013488120802439491 0.02391763446078423 0.04177402270039763 -0.017673918387838942 0.021689654561155888 -0.0034925301442744541 0.001440772373705046 0.0023839680671362026 -0.0077640251440426597 0.0024881595626037511 0.042390663567786431 -0.0022920719176010677 0.018266145714822976 -0.00010578366177474386 0.0082915801862911576 0.0031281448657582422 -0.0021967428993251402 -0.0033807158900379395 0.046664191805346616 0.081952277890552025 -0.00049644005031076208 -0.020851672045768412 -0.0071420196581373514
leaf_count=36726 24204 705 1016 15132 3575 3220 397 64 375 67 808 236 13882 37142 28115 2128 314 55 10054 235 51816 2143 4997 34832 7079 37 20 77416 62 5079
internal_value=0 -0.0518888 0.216441 -0.063451 -0.0165072 -0.124468 -0.0900715 0.0138261 0.393883 0.21305 -0.236264 -0.104132 -0.000610801 0.0116189 0.0307557 0.0129464 -0.196948 0.353856 0.0186109 0.0297804 0.0276806 0.0712228 -0.0210728 -0.0635519 0.0137807 -0.120138 1.24053 -0.0334551 0.535369 -0.11607
internal_count=361931 54960 2163 52797 28671 24126 20906 24288 1458 1083 4383 20509 306971 215673 132002 103887 2497 369 101390 91336 91101 39285 83671 39829 43842 7116 84 91298 298 20211
shrinkage=0.0260114


Tree=2300
num_leaves=31
num_cat=0
split_feature=1357 885 1303 280 1438 50 194 789 671 729 858 519 792 422 1430 961 692 557 1160 253 362 1368 430 1389 277 1386 907 1410 354 115
split_gain=19.5367 30.1419 24.0319 23.9139 23.4227 20.678 40.1537 24.4365 26.3503 22.781 22.7408 35.4374 33.4859 40.1787 28.0357 28.4443 27.2141 26.9994 28.0153 25.1093 23.5848 26.3195 22.8923 22.2039 24.3972 22.2424 22.0539 21.847 21.1987 20.9445
threshold=1.3962008022525787 2.2685560401286238 1.7160994611581364 -0.25229325609022396 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.66766422009387627 0.75637635299260908 1.0825608069246189 2.1420547332082829 1.0000000180025095e-35 0.57007579129854002 0.54622893720785959 2.7378363749037904 -0.67444648293111609 -0.83646483202083599 1.0000000180025095e-35 1.0000000180025095e-35 -0.0083439589085302027 2.7867186816414384 2.1542157718004264 -0.80568909528290999 0.34311379293258132 0.50128286511733922 -0.92288061249203313 1.0000000180025095e-35 0.84354629869311759 1.3947035982071894
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 29 9 -9 10 11 14 13 -12 15 17 -13 -7 19 -19 21 22 -18 24 25 -21 -20 -17 -10 -1
right_child=1 -3 -4 4 -6 7 -8 8 28 -11 12 16 -14 -15 -16 27 20 18 26 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014840792578767747 0.00030589537100148104 0.012443942809945072 -0.0083546167939282621 -0.00066553318298544564 -0.005079531024063234 -0.0018793409275700164 0.00011890958771842633 0.00061835554875313236 -0.0039153370667002977 -0.00045853705605365745 0.0043268560942946116 -0.0019125413474273998 -0.0034347844903334377 -0.0037726984472400407 0.0022339517301091156 -0.0015145712733070651 0.0047532981415012721 0.00083883299138370166 0.0055642139430235275 0.0090310325596846212 0.0098240384000862421 -0.020229381421119352 -0.028489518598291359 -0.0039970705512263442 -0.0099760949829300026 -0.0063774667451588574 0.0015375009742051083 -0.010945720779222453 0.0020978613778457516 -0.0058974147026180351
leaf_count=60444 13742 378 2114 8511 9343 11123 82107 9585 9481 49492 4086 1200 6326 2182 24425 2393 2577 17806 3596 1045 2185 103 49 7037 407 364 19923 1188 1874 6845
internal_value=0 -0.0661972 -0.0757517 -0.0595055 -0.12802 -0.00191683 -0.0239839 0.0133746 -0.0581711 0.0228105 0.0393542 0.0510519 -0.0447927 0.0663098 0.0397015 0.0145261 0.204978 0.0243644 0.0442188 -0.00719972 0.272477 0.143077 0.183588 -0.113849 0.11324 0.243795 0.0951878 -0.203886 -0.131262 -0.0787419
internal_count=361931 34088 33710 31596 17854 327843 149396 178447 20940 157507 108015 95421 12594 6268 89307 64882 6114 61301 50178 26659 4914 2729 2626 8853 1816 1409 23519 3581 11355 67289
shrinkage=0.0226445


Tree=2301
num_leaves=31
num_cat=0
split_feature=785 120 1290 43 981 727 187 740 324 1450 134 1181 384 211 1028 372 734 401 21 430 1024 122 557 804 126 971 1387 547 848 948
split_gain=41.5124 35.5934 32.1596 29.5382 28.3323 27.5536 26.5638 35.1083 28.0857 28.055 26.0154 29.9188 25.8457 25.1705 31.5116 26.7726 24.8513 24.4964 24.0937 27.0535 25.2423 24.6051 23.7674 23.4645 23.2716 23.1628 22.9984 22.9591 22.8938 25.8036
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.2744972866152193 -1.8076977033431991 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.2167433909250827 0.18779443907580573 1.1970704256371147 0.27686769752191315 -0.56827746446736305 -0.96688480048775205 -0.89164644713046382 3.0820683777490774 1.0000000180025095e-35 -0.32341995197817647 -1.010834758940294 3.3050850414061812 1.0000000180025095e-35 2.2239144860785238 2.2521318533151415 0.70880289725806289 -0.8891902375834092 3.1446912422434825 0.55489234843406188 -0.035950316029044381 1.9898212905431245
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 6 13 -4 -1 9 17 -9 16 -6 -12 -5 -2 28 27 24 -8 19 -17 22 -21 23 -20 -3 -7 -19 -16 29 -15
right_child=1 2 4 12 10 25 7 8 -10 -11 11 -13 -14 14 15 18 -18 26 20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9046212356546163e-05 2.4316904909399738e-05 -3.9359714905192581e-05 -0.0004828800406477575 -0.00023456353553858326 -5.9097918822897582e-05 -0.00012670568332092511 -0.00031112236206449323 1.1835737950783518e-05 -0.00018358187283402545 0.00058860179667354149 -0.00023640340877486825 9.9933399262777415e-05 8.4745592501793277e-05 -6.0411849935964126e-05 0.00018571590664770936 -0.00014976936709899246 0.0004103744576802126 -0.00011387875621387637 -5.9652015934453597e-05 0.00010907484815320977 -0.0005792900465202411 -2.2407616643854781e-05 0.00015443800343428453 0.00015678497764201545 8.5410396022262723e-05 0.00013396154506427685 0.0016231937937902145 -0.00012847504632353552 -0.00017313653851884495 0.00036835379918475226
leaf_count=12551 68677 42058 1521 6939 21085 1561 8758 16336 5052 309 13775 1742 2190 17372 5169 3887 541 8506 50983 15038 625 11846 2598 2038 8523 15447 36 1627 14199 942
internal_value=0 -0.0308505 -0.0635412 -0.0130562 -0.126051 0.0540125 -0.0396861 -0.0903069 -0.0328834 -0.00606841 -0.113413 -0.200339 -0.163069 -0.00808655 -0.0277453 -0.009155 -0.0109045 -0.188452 -0.0194297 0.031698 -0.0459795 0.055479 -0.0420984 -0.0522011 -0.0170025 0.112659 -0.109679 0.127374 -0.0979699 -0.0428188
internal_count=361931 332372 128242 204130 38123 29559 90119 38688 21388 51431 36602 15517 9129 195001 126324 93811 51122 17300 87015 30771 56244 26884 55619 53021 50581 17008 8542 6796 32513 18314
shrinkage=0.000961169


Tree=2302
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 647 590 859 727 346 1249 1040 759 498 834 982 846 146 138 18 913 85 73 912 783 632 1087 18 65
split_gain=47.2061 35.8843 26.6544 30.2743 29.3258 29.842 26.3855 60.6694 25.7095 25.3468 23.8965 25.4968 30.8318 24.7169 23.3366 22.9426 22.6836 22.434 22.8955 32.6385 23.5042 22.3974 22.2098 21.7986 27.4286 23.2216 23.2034 24.054 22.9851 22.5698
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0574394106562477 2.0780443506202029 1.7621802667917166 -0.53268848306471728 2.2368666814773395 -0.98223957276639073 0.96372854793908636 -1.0282579537198486 -1.3274107148674466 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 -0.97694724628095508 0.77605621623814935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 5 10 7 -3 -5 -1 11 12 15 14 -14 -2 -10 -8 -19 20 -20 22 -7 25 28 -23 -27 -28 -25 -26
right_child=1 6 3 8 -6 21 17 -9 16 -11 -12 -13 13 -15 -16 -17 -18 18 19 -21 -22 23 -24 24 29 26 27 -29 -30 -31
leaf_value=-5.736531025920061e-06 -0.00036059786683225001 -6.5690230027521583e-05 8.9843617647691192e-06 0.00044542797116620732 -1.7684415662068052e-07 0.00021669211390024012 -2.2709114490358067e-05 0.00043825654415360958 0.00012928777876714938 0.00011892584121428221 -0.00020924673883983332 -0.00022571158444847605 -2.8610753732679127e-05 0.0008175392612596187 0.00035339797450612546 0.0009720948003216224 -0.00049366396012486859 -0.00011473519177315464 0.00057108510017495214 -3.9276281022062212e-06 0.0024988344229463491 7.4950242929363087e-05 -0.00020660516716497398 0.00044570362413300937 0.00076879182559670494 0.00015216883309683514 -7.4646084892441441e-05 0.0017178812587119634 -0.00019907420613277373 -0.00049027768189081292
leaf_count=12551 2747 4821 34551 1153 103001 733 29774 1384 6164 17008 14802 6707 15955 210 851 95 278 62243 292 1388 33 15948 5248 301 240 2759 14607 35 5942 110
internal_value=0 -0.0254656 -0.0114606 0.0374532 -0.0233798 -0.0577667 -0.0675049 0.0798731 0.156923 0.0650964 -0.115705 -0.0716877 -0.0296975 0.00592782 -0.00515974 -0.315507 0.106518 -0.0792597 -0.107612 0.151833 0.789919 -0.0229873 -0.157178 -0.00495161 -0.130656 0.0163055 -0.039027 -0.0718967 -0.169804 0.463116
internal_count=361931 332372 232437 42146 190291 87290 99935 6205 7595 29559 41367 26565 19858 17016 16806 2842 6442 93730 63956 1713 325 45923 5981 39942 6593 33349 17401 14642 6243 350
shrinkage=0.000980392


Tree=2303
num_leaves=31
num_cat=0
split_feature=1442 1452 1452 1468 1454 346 1243 1457 1450 432 821 828 83 1322 1052 1049 1189 692 419 1469 831 773 13 239 293 702 664 843 909 866
split_gain=19.8123 25.4625 36.0563 25.2932 32.4683 26.8917 25.8194 25.0995 25.0672 25.3532 23.5776 23.6054 24.9159 24.3498 28.0051 23.2994 25.5615 22.8027 28.1452 24.5764 22.8055 22.228 22.7965 23.2142 22.1611 23.4306 22.1171 22.6237 22.231 59.6436
threshold=-1.2625182715263061 1.0000000180025095e-35 -0.58911782507014421 1.0056208477415762 -0.91909735138557946 -0.60001558001887789 -0.7356377784917546 2.1222942755723575 -0.60233051400151494 -0.83705104964974375 -1.3373200915743719 1.5035072015515583 1.5192794997990486 -0.07989678875085722 0.68571383982101441 2.1088565934538379 -1.2708667104422144 -1.3419217516201114 0.59907331750432169 1.569158560977409 2.5208032222702177 0.55182001004289238 -1.5090964202474073 2.6808381144923019 1.642927527224207 2.4062239364741633 2.3848607387285203 2.539957888746601 1.0177766212561699 0.5880156106821478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -7 -4 -10 11 12 -2 14 -13 16 -14 18 -3 20 21 22 23 -19 -24 -26 27 28 -12 -30
right_child=10 17 8 4 -6 7 -8 -9 9 -11 26 13 15 -15 -16 -17 -18 19 -20 -21 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0091858078692758412 -0.00287495466560646 0.0029973569603087905 -0.0072706304153755353 0.025975873121287265 0.0033111933596005876 -0.0036153007246349299 -0.00042500732722134472 0.0083504884270304003 0.0033842396014410487 -0.0035473145301347726 0.00057891202049977159 0.015524856360019237 0.018391699553549447 -0.0012908278488675564 -0.0053867144321383797 0.026783570005545758 -0.00056506856525750211 -0.0091001124290262837 0.019813724118147059 -0.013579290281678556 0.015415413177672761 -0.0039849515024806947 0.0010117321868056597 0.053178594394618015 0.0086967162666052381 0.065642035900429593 -0.0035385699783125044 0.0069020575971449919 -0.0022317987017783855 0.0033116973596142851
leaf_count=1799 33334 3130 8616 253 2536 13070 4128 814 3071 19677 186175 1175 358 2278 529 140 2317 1493 611 853 359 5534 13622 39 1491 26 8775 1860 34513 9355
internal_value=0 -0.0429754 -0.075869 -0.000377066 0.211205 -0.0339546 0.102702 -0.0979994 -0.134532 -0.0903005 0.00128215 -0.0584694 -0.0800378 0.127542 0.357257 0.13407 0.076205 0.0192072 0.205072 -0.00927867 0.00463398 -0.00694571 0.0395506 -0.273096 0.0671698 0.35965 0.00859546 0.0120219 0.00995158 -0.0351461
internal_count=361931 81122 53964 22600 2789 19811 5927 13884 31364 22748 280809 40131 36149 3982 1704 2815 2675 27158 3741 23417 22564 22205 16671 1532 15139 1517 240678 231903 230043 43868
shrinkage=0.0281556


Tree=2304
num_leaves=31
num_cat=0
split_feature=785 470 395 203 1436 727 498 497 209 1049 705 979 577 1450 1036 944 1466 81 488 21 77 1092 539 740 1266 635 1037 1468 528 602
split_gain=45.3185 28.5827 34.4623 30.3213 27.1108 25.7548 24.5839 23.9481 29.2761 30.3186 33.246 23.903 23.4101 23.6665 22.6804 26.2213 26.0011 22.321 21.8928 21.8278 23.0838 27.9722 24.8722 29.4993 24.3048 29.9797 21.771 21.9297 23.8536 21.7247
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.60428344764309971 1.0000000180025095e-35 1.9004659221911799 2.0895063784560848 1.6925832851886364 1.6247608304535173 0.70592243731563598 1.9356016332468857 -0.9250398530534788 4.2167433909250827 -0.49291796627948531 1.4781763871474156 1.2962903438419942 -0.90338278766484237 -0.85774039152567538 1.0000000180025095e-35 0.95053894427522623 2.9499917481720264 1.0000000180025095e-35 1.0000000180025095e-35 -1.0835298312780322 0.38565440839525605 -0.57096547134351472 2.7220206540297416 1.3633726830512116 5.6112180569669183
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 17 -1 7 11 9 10 -9 -3 -5 -14 16 18 29 -2 -16 -7 22 -22 23 -21 25 -25 -19 -28 -29 -4
right_child=1 6 14 12 -6 19 -8 8 -10 -11 -12 -13 13 -15 15 -17 -18 26 -20 20 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-1.1137430140970746e-05 -0.00032844545119503871 -1.9129211894689474e-05 2.6314840149764896e-06 -0.000455507996191398 4.3760142023690369e-05 2.4264782905335132e-05 0.00010532253783018744 4.0137792781940219e-05 -0.00032118113469763204 -0.00015764641716881826 0.00026932184746047635 -0.00016345762189920213 -0.00017496509685040366 0.0013365388508908176 -0.00018537804205934886 0.0001217375474103503 0.00021722715171721576 -0.00021153847819641559 -4.9948899538409652e-05 -0.00011497074419246979 0.00048555783810003551 -0.0019416417073603032 0.00026487110899185668 -2.1955001721776739e-05 0.00031327736795324273 -0.0020288251168356568 -4.4919995065085574e-05 -0.00070316676700293303 0.00029427732856901028 -0.001309791032638626
leaf_count=12551 4280 149651 28169 5218 8422 6893 7323 7036 808 1718 4199 5748 14898 47 8646 3540 2558 10107 39784 2366 1537 28 4311 133 1695 45 29316 703 137 64
internal_value=0 -0.0286604 -0.0548798 -0.104262 -0.076249 0.0601343 -0.010764 -0.0165093 0.0662902 0.0897203 0.130141 -0.0248868 -0.224657 -0.167169 -0.0266385 -0.0569846 0.0209042 -0.106999 -0.072069 0.116894 0.183851 0.453469 0.142066 0.0326232 0.238331 -0.503791 -0.0901626 -0.0581509 -0.470267 -0.000251311
internal_count=361931 332372 155889 73128 52965 29559 176483 169160 13761 12953 11235 155399 20163 14945 82761 51970 30791 44543 48430 17008 10115 1565 8550 4239 1873 178 40263 30156 840 28233
shrinkage=0.000980392


Tree=2305
num_leaves=31
num_cat=0
split_feature=1430 1160 1438 1469 1456 915 777 693 1317 561 615 1384 1112 215 820 759 1104 1185 200 74 227 85 766 566 600 1320 1394 465 1322 1394
split_gain=19.8157 38.2448 22.5595 24.8625 24.9735 23.774 23.6598 28.4301 23.8596 23.17 22.5036 25.9902 27.9914 25.4213 21.6473 29.0287 21.3063 21.0584 20.3518 20.2434 35.2741 31.2229 26.885 25.5101 22.0063 21.0467 20.6546 24.2021 20.1234 21.1165
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.73556760293882195 -1.3263328046252252 3.742879312526544 -0.65094220812326919 -0.46049336305159588 -0.45360946701420995 -0.86881244767357901 -0.14162861776958305 -0.29580728975408649 2.5699503418530187 -0.41585456330802401 -0.32239455609929474 1.0000000180025095e-35 -0.044628623728890156 1.3628153198619457 -0.70607139715668366 0.24075901940907535 0.058799105813725418 1.1614306413963524 0.22677315985906585 2.4326100170511262 1.0162154581574943 1.9298763698135348 2.2193234577607432 -1.6175070017387509 1.113663109660475 1.1591898964897485 2.4628180525684695
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 17 7 -7 -8 10 13 -12 -13 -4 18 -16 -10 -1 -6 20 24 23 -22 28 25 -2 27 -26 29 -21
right_child=19 -3 9 4 14 6 8 -9 16 -11 11 12 -14 -15 15 -17 -18 -19 -20 21 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0014599529504053825 0.00035289904522308499 5.403591197553771e-05 -0.0070976422287991735 -0.0015794626667251991 0.010808414012272774 0.0069073811574123425 -0.017878338927663474 -0.015737707142612935 0.0091639867219681873 -0.0058858533228810751 0.0029826750622704706 0.002888350745975344 0.093676750699266328 -0.0001668876376161241 0.00016003618287755399 0.027009474145455906 -0.017246855779249087 0.018683708028737232 -0.0097868538520387276 0.0006149464498372059 -0.002341109388405903 0.0019129641366782805 -0.016555474242337456 -0.0028220802584483125 0.0048827335877201184 -0.0034589234538555708 -0.0041093016493806743 0.05277735056867941 -0.0029239753924674306 0.0079995421373680337
leaf_count=162 97170 86293 3564 55840 267 207 112 322 820 9239 1836 43 22 4221 218 220 80 326 314 32113 14018 32942 424 6722 235 4184 5079 28 4010 900
internal_value=0 -0.0275175 -0.0740918 -0.049034 -0.0625393 0.173768 0.0432485 -0.325598 0.225048 -0.157993 -0.0703498 0.181975 2.12808 -0.136057 0.309947 0.690743 0.323027 0.559492 -0.0131804 0.00757028 -0.0110639 0.0354412 -0.12248 -0.00396905 0.00248907 0.00949824 -0.148263 0.457721 0.0195987 0.0376259
internal_count=361931 164106 77813 58888 56859 2029 1541 529 1012 18925 9686 1901 65 7785 1019 438 900 488 581 197825 121138 76687 14442 43745 106696 101354 5342 263 37023 33013
shrinkage=0.0222005


Tree=2306
num_leaves=31
num_cat=0
split_feature=785 652 588 719 728 768 1152 840 782 927 1389 74 1079 972 637 686 87 951 933 3 69 139 1441 1038 81 1190 291 488 1107 1380
split_gain=20.0194 20.8087 25.4475 36.531 31.2013 30.662 28.5215 26.1185 24.4836 27.033 28.2457 24.3535 23.9483 23.5362 23.2937 23.2614 27.813 23.7564 24.3939 24.7097 22.7274 28.5304 24.2968 22.668 23.6358 22.6485 22.9243 23.6116 24.8978 24.253
threshold=-0.86283290253235112 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 -0.49008176997875957 0.080100313498032205 1.0000000180025095e-35 1.4972304277157009 -0.33729624418304543 1.0483613175537825 0.43172922149609222 0.058799105813725418 3.0729769241839433 0.81198635755441517 2.4323145003253122 1.321975669573771 0.59121943987967474 0.4454315257619969 -0.84536291525214391 2.3314624164129216 0.44699797287100546 4.3751396629686541 1.0000000180025095e-35 0.2326785744401571 -0.06080358131966291 2.7692006378281877 2.429105911618584 -0.16549858708821427 -0.31888010351417456 -0.29110149605272317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 4 8 5 7 -6 15 -4 -10 -11 12 -8 -7 20 17 -17 18 -3 -20 21 -13 -23 24 -22 26 27 29 -29 -2
right_child=1 2 3 -5 6 13 11 -9 9 10 -12 14 -14 -15 -16 16 -18 -19 19 -21 23 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012790555062488305 0.00072363342352353005 0.006068817791767973 0.00052876795887939958 -0.0020046987240351761 -0.00080605029304208278 -0.002880639121261084 -0.004257469461426037 -0.004878012396818965 0.0089113729906106602 0.0019956455934198088 -0.030022859904229888 -0.0026276912670673458 0.020968691159705989 0.0031624993297565624 -0.016998463165644212 0.0073804684294883618 -0.0031383311618893273 0.0063218013424102696 -0.0014334822610939046 0.016521952402882231 -0.0064611094268681862 0.071876451639051708 -0.020074143128116787 0.0078248737212740539 0.004021466274343315 0.0091736641373857432 0.008722287741123335 -0.00077902127994307932 0.0019829608336379943 -0.0020470785266260248
leaf_count=29559 22375 2067 3104 5890 128238 12591 27546 1864 3544 384 118 10588 126 3380 482 5836 1440 2429 10304 253 1902 48 27 2155 2193 1233 1094 19621 33657 27883
internal_value=0 -0.0121802 -0.0255602 0.0669991 -0.0324987 0.0242312 -0.0474195 0.0723141 0.160711 0.265168 -0.176624 -0.102837 -0.151169 -0.0588435 -0.0313158 0.0935836 0.206323 0.0475731 0.00747383 -0.0354771 -0.0175776 -0.0874267 1.60814 0.0995877 -0.015705 0.013689 0.0102917 0.00666923 0.0387953 -0.029988
internal_count=361931 332372 226509 13040 213469 40164 173305 24193 7150 4046 502 45067 27672 15971 17395 22329 7276 15053 12624 10557 16913 10663 75 6250 4095 105863 104630 103536 53278 50258
shrinkage=0.0270623


Tree=2307
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 1022 1016 859 544 885 1038 570 1145 1444 1393 15 677 521 636 50 1047 727 1453 840 349 913 1150 489 1470
split_gain=41.9173 42.6376 36.6694 35.6925 30.9517 71.3651 30.3574 35.4068 29.3673 27.445 26.167 25.8364 25.0719 25.558 30.0091 26.0632 28.6313 24.3767 26.256 24.2252 26.033 23.7797 23.3403 23.308 23.2159 24.1379 23.2096 22.5108 22.5692 22.6001
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 -0.48460852809644533 1.0000000180025095e-35 1.0000000180025095e-35 1.0000664701127471 1.5679606608929513 1.0000000180025095e-35 1.0000000180025095e-35 2.4129057422810987 1.4829784501753427 -1.0794544675301283 -1.5722412400100421 2.1847129145757513 2.2007510576511109 0.014609460503381987 -1.0282579537198486 1.0000000180025095e-35 -0.43907621680931624 -1.3545928909252491
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 6 -4 5 -3 7 10 -5 -1 17 -12 13 14 24 16 -15 -2 -19 20 27 -22 -10 -13 -6 -26 -9 -14 29 -29
right_child=1 4 3 8 12 -7 -8 26 22 -11 11 23 19 15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=8.9136743626692147e-05 -0.00017421350555424804 -7.4545610648794807e-05 8.4973569868507893e-06 0.00046564391749887501 3.3669868529302934e-05 0.00046103866853603354 -7.785974414400009e-06 -0.00015846809110053203 -0.00016135843323383724 -5.212251229599231e-05 0.001204057923005921 -0.00017513084043788613 -0.0001056936340735065 -0.00011417783977387331 -0.00017943367972843272 -0.0004012387485590677 0.00043072692324787137 -0.00013839754228029124 0.00010683401084203475 0.00034145972337111367 0.00058637958312440504 -1.3490744640740649e-05 0.00016431222125902326 0.0015635925963701442 0.00066729991856972451 -0.0001908681314734319 -9.9154242098804162e-06 0.0012575082334172598 -0.00014867599153754046 -0.00034914871842420226
leaf_count=21198 32143 4821 34551 1153 15983 1384 103001 5981 1134 8361 102 239 34357 9800 4395 1911 560 5376 3479 602 379 4368 5308 28 476 245 39942 35 12859 7760
internal_value=0 -0.0329902 -0.0177355 0.0395445 -0.0785935 0.0806762 -0.0316744 -0.0665365 0.168868 0.0522589 -0.129261 0.414494 -0.0912429 -0.0363544 0.0130451 -0.134876 -0.0822825 -0.137838 -0.0361852 -0.123336 -0.128972 0.0309015 0.114912 0.0607168 0.0560025 0.440565 -0.0286559 -0.147316 -0.222997 -0.348544
internal_count=361931 332372 232437 42146 99935 6205 190291 87290 7595 29559 41367 369 93730 33370 21099 12271 10360 40998 8855 60360 59758 4747 6442 267 16704 721 45923 55011 20654 7795
shrinkage=0.000961169


Tree=2308
num_leaves=31
num_cat=0
split_feature=50 56 1454 1034 859 695 899 360 354 630 1177 64 626 581 501 1322 1260 350 430 1462 1467 1459 1456 143 547 541 1470 66 1393 675
split_gain=19.511 33.7855 23.7806 23.6842 24.511 27.6272 38.2877 29.0767 24.7412 24.5236 24.0244 23.9559 23.7588 23.2145 23.2114 23.1 22.9051 25.7013 25.7599 22.79 23.0457 33.4212 23.2695 22.6225 22.1248 22.0399 33.1903 26.2404 27.7206 25.6364
threshold=0.55630078546380823 1.0000000180025095e-35 -0.98478334500156417 0.71742563768805134 -0.54135187694831066 -0.34925803165074831 2.0087054795827788 -1.13811752549552 0.22514234002950098 0.4568292681595979 -1.2846755886757504 1.0148196801701652 -1.4786940963837083 2.1516800948178267 1.0671137207930279 -1.0407324288848003 -0.48878065170622914 2.0893846922015178 1.4060150510981131 3.4653406265423476 3.8567296589757825 4.5780457843415556 1.6651900077780224 0.78458919907207292 2.6871848640237861 1.0000000180025095e-35 -1.2599794927054064 -0.71144088264426897 -0.77721052136995949 1.3006397995630099
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -2 4 5 10 11 -8 12 -9 -3 16 14 19 -6 -12 17 18 -7 20 24 22 -22 -21 25 26 -1 -28 -29 -27
right_child=2 3 -4 -5 8 6 7 9 -10 -11 15 -13 -14 -15 -16 -17 -18 -19 -20 23 21 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.0038629552513839544 -0.0088107433359708304 0.013023942652220309 0.00076003844023708386 -0.0017159680987370344 -0.010139475873430739 0.0078781122103422137 0.039644829833568006 0.015845367816603645 -0.0018239320354530848 -0.007010032058489382 -0.0079062954217695453 -0.0041219849688916513 0.00082770995915826739 -0.0072276516606917182 0.016118185482860276 -5.6839498712830129e-05 0.0017053809393918918 -0.014404118531479332 -0.0073099063645236878 0.0022932985509585115 0.013077464796729332 -0.046796921188520704 -0.022533145944323884 0.020863800112414146 -0.0071563717572183669 -0.003935464847456811 -0.0035339637330439673 -0.004183572325269393 0.00051928740748258067 0.0017271477529215563
leaf_count=5996 1290 553 82873 26872 1766 6070 151 729 29162 276 2208 2510 54793 5028 213 12050 16012 249 496 1370 887 46 128 328 6077 31220 22560 8993 36330 4695
internal_value=0 -0.0169518 0.0217906 0.00368223 0.0162986 0.0598421 0.100466 0.482502 -0.00615405 0.349321 -0.0198911 0.0827293 0.0205021 -0.050623 -0.252729 -0.0378567 0.102584 0.206689 0.231522 -0.0442165 -0.0491283 0.269634 0.349572 0.2151 -0.0532456 -0.0465656 -0.022997 -0.0411929 -0.00985594 -0.102394
internal_count=361931 277768 84163 154110 127238 41304 26493 1156 85934 1005 14811 25337 56772 123658 1979 14258 22827 6815 6566 118630 116932 1061 1015 1698 115871 109794 73879 67883 45323 35915
shrinkage=0.0292931


Tree=2309
num_leaves=31
num_cat=0
split_feature=21 1451 1423 1457 1453 1453 1463 1462 869 797 1450 1450 1452 1424 1465 1452 1459 1451 1466 1458 1458 1457 1458 1457 1457 1449 21 1453 1454 1453
split_gain=19.589 26.03 20.1892 23.2291 28.7393 27.4679 45.6278 26.8313 26.7405 26.6781 25.1862 47.8755 43.5235 32.48 31.4758 45.6017 44.9418 45.3295 49.9791 40.279 35.9264 35.4336 30.9894 30.6541 30.6386 30.3614 29.2314 29.2169 28.5247 29.361
threshold=-2.7818205974049124 0.29201411858153481 1.0000000180025095e-35 0.68635126017805159 5.5477399240790328 3.3620603879665567 3.5642877411819058 3.4653406265423476 -0.57653763495970078 0.63961785378869596 -0.43796921585269916 0.27262452905359075 0.50143181815562798 1.0000000180025095e-35 -0.25959171523109997 -0.43053560543689706 5.488374436184996 1.246572782916967 -0.41522159008810872 -0.093715886581318894 -0.34425841020341802 1.9381496379694476 -0.29910864056081804 4.5199230557608798 4.5199230557608798 0.13621803835304128 1.0003342417131433 1.1632792557058573 -0.33546787509067016 0.26878412867619933
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 8 -2 -10 12 14 -5 -14 15 16 17 18 28 25 -20 27 -15 -21 26 -16 -24 -17 29 -12
right_child=2 -3 -4 10 -6 6 -8 -9 9 -11 11 -13 13 22 19 21 -18 -19 20 23 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.017999956134086795 0.0009180274381659358 0.010812357607470152 -0.0011026870086338248 -0.0027189265188944053 0.0089210043700562267 -0.009065817208281611 0.019073799749749428 0.0050872544096648258 -0.00028348400560162336 -0.0021598883361790113 0.013409773933289924 0.00014298641946376613 -0.001796164015654288 -0.0050419010719060945 0.0080564086029939561 0.0072577466311816085 -0.031048629235023543 0.033763331715609239 -0.011873319014983806 -0.0030917706989110464 0.0074906334029635783 -0.0067716231776208564 0.017099306394596475 0.025110234214927096 -0.018759290002686828 -0.0054338116821718158 -0.0088836761707516507 -0.017891176986902773 0.021923350543852839 -0.0075484729512511348
leaf_count=132 45508 807 74641 10705 916 1933 145 2543 157155 30097 1163 19425 1334 362 2979 2300 64 195 428 3894 922 919 1094 107 82 654 136 175 843 273
internal_value=0 0.312062 -0.00720009 0.000877386 -0.00870129 -0.010421 -0.265398 -0.00800767 -0.0108226 -0.0235126 0.0453774 0.0769186 -0.0373479 0.184661 0.173295 0.277003 0.436409 0.469025 0.406168 0.0709812 0.0642863 0.0828126 0.374518 -0.0900165 0.514322 0.238525 0.592094 0.231399 0.603064 0.395262
internal_count=361931 939 360992 286351 238297 237381 2078 235303 232760 187252 48054 34341 13713 3008 14916 7282 3888 3824 3629 7634 1350 3394 1674 4001 1312 3633 1230 2475 2279 1436
shrinkage=0.0245112


Tree=2310
num_leaves=31
num_cat=0
split_feature=1440 1463 1463 1467 967 1437 1449 21 1396 759 1400 415 1317 844 1381 1158 144 1465 21 1076 1004 1061 1098 639 1177 280 854 395 608 1461
split_gain=19.0603 19.4619 26.1755 21.812 20.1586 20.0092 22.2852 19.8134 19.3341 19.8337 29.1525 25.718 19.8301 26.4665 28.3536 22.4674 23.7123 19.2985 20.2603 20.0015 60.1103 50.7108 32.9308 25.6319 25.1029 24.1066 24.1058 23.7416 25.8975 26.8347
threshold=1.0000000180025095e-35 -0.043407658172389896 0.16604916994249511 3.0124991923077498 1.8941509870684059 -0.67194577436743119 0.17887655251925397 1.189441983669046 -0.27363573172612232 3.0859615649814023 -0.11372938019128374 -0.031181679611351366 -1.0969073231921695 -0.28747012798569854 0.94411389990189132 1.0000000180025095e-35 -0.81862665051900352 2.873316917895123 -3.9164670491403295 -0.58297395077464731 0.59444477453878863 -0.87357009987099121 -0.37373492001924641 0.59612490936021401 1.1554228240134157 0.54467037421216802 -0.87473648844905705 1.0000000180025095e-35 1.0000000180025095e-35 3.9993613276323443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 3 4 7 -3 -5 -7 8 9 12 11 -11 13 -2 15 16 -15 18 -1 20 22 26 24 -21 -20 -26 -22 28 29 -25
right_child=1 2 -4 5 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16 -17 -18 -19 19 23 21 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.012983972822235028 -0.0047646429046090243 0.0060214303358212158 -0.0013072862141219129 -0.012598750951150827 -0.017286554854695081 -0.01718765555347581 0.034180327598619699 0.0027864160597785462 -0.0056683122313297904 0.026550320898662001 -0.0048940988823917581 0.13129563152651086 -0.0030900857477611072 0.030130907749875046 -0.020609669246625849 0.028728674954538968 -0.01033958978821343 0.0034584268651004844 -0.0016915421580910807 -8.2936518907935738e-05 0.020090786425118374 0.0010698744913679543 0.0029396209535005866 -0.0084914136682361589 0.0078464808446927509 -0.005538638547256329 0.0079713109952850112 -0.00056086273563845496 -0.0020705862102552101 0.036161987751190901
leaf_count=497 956 4261 14264 100 255 60 167 2276 14263 36 76 22 10694 127 179 417 311 6483 30972 206645 708 5871 12328 9329 2445 945 4293 21899 10986 66
internal_value=0 -0.0533133 0.00818671 -0.0953102 0.170278 0.485072 0.827601 -0.103704 -0.126281 -0.0537176 0.980235 2.36317 -0.0637814 0.18809 0.469465 0.631902 0.139123 0.000107434 -0.00267595 -0.00346714 0.0343205 0.179404 -0.00248496 -0.0127009 -0.0381484 0.153986 0.335217 -0.0690765 -0.138357 -0.271485
internal_count=361931 48464 18780 29684 4516 327 227 29357 27081 12818 134 58 12684 1990 1034 855 438 313467 306984 306487 57562 10872 46690 248925 34362 3390 5001 42280 20381 9395
shrinkage=0.0292931


Tree=2311
num_leaves=31
num_cat=0
split_feature=785 181 727 837 277 567 1286 8 1463 942 1467 139 597 405 402 1464 59 1389 718 508 497 996 436 1011 620 320 620 1180 837 492
split_gain=44.6895 30.7363 29.8719 25.982 30.2867 31.0139 25.2797 29.3613 31.5045 37.3584 22.9718 25.4372 22.9548 22.913 22.6753 24.6055 22.635 23.0598 22.7776 34.9562 28.8876 30.0121 29.5227 29.9111 28.4981 27.8784 27.4788 26.9425 26.8928 24.4441
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.64384972645585192 1.383899167819199 0.92516156521891413 0.78161905918100072 -1.3201780167189929 -0.043407658172389896 0.44633743931240322 -0.41259912630364309 -1.0330013613250195 3.1596628491584919 3.5736363738346935 2.3072461888407707 0.46787064418763252 1.7621890616334766 1.5033496592295421 1.0159173274103563 0.93928964529742032 1.461728259125324 1.0565563832172893 1.0000000180025095e-35 3.1117664249846109 1.5209264779549863 0.88160724310766836 -1.130853321005749 1.435385520291393 -1.1747246603276091 -1.2904855288253028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 5 -5 16 -8 14 10 11 -10 -3 -4 -9 -16 18 -18 20 24 22 25 23 28 29 -22 -21 -24 -2 -20
right_child=1 12 13 4 -6 -7 7 8 9 -11 -12 -13 -14 -15 15 -17 17 -19 19 26 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8695073330165921e-05 7.4150580444269716e-05 -8.0521225387735246e-05 0.00012042042277834494 -7.3681466939136528e-05 -0.00025246654874005163 7.3979541465703889e-05 -0.0002030756643986008 1.3463062202378197e-05 0.00076913547627538393 0.0002648567071524302 -3.1362515186845715e-05 0.00012498171581103556 0.00048309450459601395 -0.00082683202303762931 -0.00052761965645424969 0.00040324133666779931 -9.7944806337606178e-05 -0.0005097231287062978 0.00037687972243596407 0.00062637616413848231 0.00013760880188377471 -0.00018373309796329259 2.1148108937070632e-05 0.00025548860391678751 -0.00023609120777397141 -0.00018660624924690767 0.0001450343678838001 -0.00019165478429614708 -8.3684678448629952e-05 1.3237076398489325e-05
leaf_count=12551 5728 69522 16882 45641 4948 8236 2580 21683 268 4928 6130 3817 298 126 627 129 8409 969 855 523 9724 1676 40277 1101 2063 1234 3884 3617 67200 16305
internal_value=0 -0.0306182 0.0575514 -0.0204083 -0.0659045 -0.0505946 -0.00910333 0.0395246 0.0533685 0.127919 0.0517049 0.176098 -0.0800018 0.118671 0.000636024 -0.360662 -0.0219515 -0.140425 -0.015982 0.0463861 -0.0279679 0.0659635 -0.0400006 -0.0679591 0.00406156 0.106181 0.214534 0.00660676 -0.0742874 0.033147
internal_count=361931 332372 29559 262552 58825 53877 203727 40162 37582 15143 10215 4085 69820 17008 22439 756 163565 9378 154187 23630 130557 12634 117923 74029 19223 10958 4407 43894 72928 17160
shrinkage=0.000961169


Tree=2312
num_leaves=31
num_cat=0
split_feature=1368 1469 1456 1453 1452 21 205 1453 1396 852 1425 1458 1451 196 1051 1089 1454 1457 1464 699 323 713 1462 1243 622 21 1467 553 1449 1117
split_gain=18.9137 26.2391 32.2397 28.7079 28.3886 42.0041 28.1651 27.6954 26.0026 25.2894 26.0006 25.1049 41.5642 25.085 24.8146 24.4131 24.3292 35.4088 31.4935 28.0594 23.633 23.4931 26.039 29.3931 26.1684 25.076 24.7048 24.6717 23.7592 25.3045
threshold=1.0000000180025095e-35 0.42433792593615 1.0000000180025095e-35 2.1014957791897717 0.010333415512314719 -1.8362818876253988 1.8575263907553554 1.5066730237445995 -1.698418385491715 0.64081800999824112 1.1710607803345987 0.66908396227393185 0.13675593870780142 2.8514829508106252 3.0856045387256095 1.0000000180025095e-35 -0.71584950188157126 -0.60683057301348153 0.83081899317299002 0.28902610385779504 3.3229573353604418 1.0000000180025095e-35 0.3537470215480587 -0.39163547288386197 -0.88758640180500248 -1.4580664037135931 1.0000000180025095e-35 1.3561337279820538 0.021872375812114746 -1.2591097148690287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 5 -1 14 16 -8 21 -11 -3 -13 15 -7 -2 20 -18 -19 -20 -4 27 25 -24 -25 -23 -27 -6 29 -29
right_child=13 2 7 -5 9 6 8 -9 -10 10 -12 12 -14 -15 -16 -17 17 18 19 -21 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0097947217188001558 -0.00048432146690300493 -0.0010962349969438801 -0.0012394937536215013 -0.015708214167869095 0.0015891827896063438 -0.0013369411810707037 -0.027554395465454438 0.026665481080436787 0.0027558016129366251 0.0018634128525784662 0.0085322092433541535 0.0063529243213957774 -0.011030494712989624 -0.0057585493737759346 0.0090060063271061065 0.00097319180177001354 -0.011723191410258014 -0.004490003282482358 0.0011692451901987647 0.043089936704303451 0.052665921010015465 -0.010216768814527944 0.0046039513840124531 0.0087479990370383023 -0.0023850633215703166 0.00051564614970353573 -0.0029334691019787186 -0.012023203955526455 0.0013713705214929612 0.021728610673265987
leaf_count=1138 58299 46835 4768 456 9487 80631 93 75 6151 9552 1809 2776 516 2305 739 85336 3261 5672 118 76 22 1381 5291 765 5460 15297 12474 98 536 514
internal_value=0 -0.0205772 -0.0625907 -0.0355134 -0.00411687 -0.0320329 -0.0381605 -0.174068 0.0993175 0.0331859 0.127144 -0.0301092 0.159904 0.0135572 -0.0514827 0.0170494 -0.184404 -0.264108 -0.146352 0.736908 -0.0369862 0.0101197 -0.0173715 0.073901 -0.0406969 -0.0569997 -0.0434307 0.101333 0.42435 0.727742
internal_count=361931 215991 64575 50583 151416 88752 87614 13992 6244 62664 11361 50127 3292 145940 81370 143635 13917 9127 5866 194 4790 51303 40668 11516 6225 29152 27771 10635 1148 612
shrinkage=0.0240305


Tree=2313
num_leaves=31
num_cat=0
split_feature=785 181 49 1286 804 1463 678 1176 745 685 427 727 59 120 816 497 718 858 507 436 355 1080 1124 1454 692 965 569 759 85 1180
split_gain=39.3113 32.6842 28.1719 29.098 31.5923 34.5979 33.5894 28.419 27.6891 26.6517 27.3846 26.1701 25.2555 26.8744 24.4995 24.2042 36.3186 32.1336 31.9338 31.6401 28.2333 28.1534 26.584 30.1631 25.4424 25.2303 32.1987 24.9717 24.5479 24.2805
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1349154245379338 0.78161905918100072 0.45538871002063286 -0.11337658786490251 1.6243751288565669 0.26588599241725558 1.0191313245711819 1.0165023615855489 -0.60706248525251094 1.0000000180025095e-35 1.7621890616334766 3.5559217545737982 -0.92870374882376117 1.461728259125324 1.7690287660176487 2.1406758129868066 1.0941628986121894 1.0000000180025095e-35 0.32012484714307227 3.0951863930167689 -0.6612735591291018 -0.2363894608792538 1.1005433056566571 0.10980254379742337 2.8550270173253645 -0.078351318759880731 1.8784319814325376 1.435385520291393
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 12 9 6 -6 -8 -4 10 -5 -1 15 -14 -7 16 19 20 25 21 -17 22 -2 -24 -23 26 28 -20 -18 -21
right_child=1 -3 8 4 5 14 7 -9 -10 -11 -12 -13 13 -15 -16 17 18 -19 27 29 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.719780140147159e-05 -3.3757210994201026e-06 -7.7524808244149951e-05 -5.6251737588901754e-05 -0.00010475811366477628 6.4254915467770328e-05 -5.5531027251532019e-05 0.00028090437530790374 -0.00084375643251290839 -0.00026214716391620533 -0.00018781159860891043 6.0034182458233589e-05 0.00010950004838596925 -0.00013905383407933415 0.0030041407323283726 0.00029948735652604006 2.4437158716890135e-05 9.7903531614552009e-05 -0.0003069999322328389 8.014780164165989e-05 1.7809313634556167e-05 0.00021626512685195178 5.4272051315524676e-05 -0.00014567155730342554 -4.5153968417360347e-05 0.00072136084227904457 -7.1601263614787261e-05 0.0012165413844981608 0.00043168647418818365 -0.00040340491771630426 -0.00017851715105967486
leaf_count=12551 20658 69820 29645 6487 7165 1067 127 329 4391 4037 19473 17008 11313 31 4865 10852 10204 1001 2009 46585 4693 806 32903 28810 310 8623 121 1442 510 4095
internal_value=0 -0.0281742 -0.0176483 -0.00921307 0.0411319 0.125001 0.0290862 -0.521893 -0.0837177 -8.29924e-05 0.0226295 0.0544912 -0.0221065 -0.137197 0.244781 -0.0159575 -0.0254198 0.0595495 0.0555871 -0.0403126 0.082404 -0.0679404 -0.0734647 -0.0979649 0.255407 0.0183536 0.0893929 0.239041 0.0766045 0.0047228
internal_count=361931 332372 262552 228516 43550 13553 7621 456 34036 29997 25960 29559 184966 11344 5932 173622 157076 16546 22909 134167 15545 83487 82371 61713 1116 19458 10835 3451 10714 50680
shrinkage=0.000980392


Tree=2314
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 1434 1191 785 1037 150 343 419 632 208 904 908 1329 629 1117 138 1109 764 490 427 800 1044 278 293 269 215 566 1101
split_gain=19.0885 37.1668 24.7954 22.7367 26.2498 21.8748 25.3865 23.6074 20.9163 20.8785 20.6107 28.1735 25.2797 21.0659 20.2929 19.948 19.8619 23.3199 20.8233 24.8454 22.6118 21.2962 20.3089 23.1058 32.6126 22.9693 24.4835 24.0034 23.4773 20.9543
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 -0.42195508979895918 0.5099920227348671 -0.38035204659413802 0.71476906653191941 2.9995871339440323 2.3762556165969095 -1.7224791228939573 1.7516076145165431 -0.93546015356858969 -0.34975858145607658 0.080611211517058259 2.3111166493183748 0.54420880338000865 1.3254776727354749 -0.11091130705238249 -0.52420573506486334 0.26997233193348286 -0.70748095005285638 -0.8079624554643885 -0.57812715656594349 0.24294306107689417 -0.30726681746726808 0.43329724041989875 -1.2832447556410924 0.06546403839332908 1.6261537728093647 -1.3835380039393297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 8 9 -7 -8 -6 -12 13 -13 -3 -11 22 -18 20 -20 21 -19 23 25 -25 27 -27 29 -29 -2
right_child=16 14 3 4 10 6 7 -9 -10 15 11 12 -14 -15 -16 -17 17 18 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0028010011086122256 -0.011803702787035564 0.00025567915395890213 -0.0021122485441828105 -0.00083453613127292003 -0.0068000023856357493 -0.010499870479887614 0.052275979008210981 0.064665875540036555 0.0056420291413603043 -0.0067655990824640666 0.087410478871767616 0.054481234887460608 -0.016858637471577349 -0.0031295884895924781 -0.0049504422800305137 0.0066463343284673031 -0.0040878300180572646 -0.015260971008888007 0.0053334370689843043 -0.0033875472285539929 -0.0078205566399565385 0.0083765217692871232 9.2258842220125655e-05 -0.005055537044231756 0.002128178254855671 -0.00086964855604231147 0.0077181664827711202 0.0048162539345505892 -0.0076883545864456677 0.00015220082978633059
leaf_count=3304 719 85602 10252 38718 7856 10664 37 31 440 2259 34 56 177 76 3787 813 9266 205 4024 1803 2060 734 144968 4366 6018 1861 5247 7730 602 8222
internal_value=0 -0.0261813 -0.0736543 -0.0875696 -0.0553327 -0.161608 -0.249037 -0.04239 -0.334479 -0.0663859 -0.209282 0.464402 0.218178 0.998764 0.00241687 -0.0924642 0.00827987 -0.0631494 0.0171723 0.0923755 -0.137673 0.138446 0.0154221 0.0626669 -0.0259847 0.0986763 0.203718 0.0561938 0.13918 -0.0227271
internal_count=361931 164106 74717 71413 46917 24496 14244 3140 11104 3109 8199 343 309 132 89389 3072 197825 18092 8826 5827 2999 939 179733 34765 10384 24381 7108 17273 8332 8941
shrinkage=0.0281556


Tree=2315
num_leaves=31
num_cat=0
split_feature=785 181 727 50 56 859 894 64 73 679 981 629 911 135 696 701 289 21 77 1092 539 740 1266 635 597 48 423 1244 277 1252
split_gain=39.4016 31.8839 28.7566 27.2151 37.1577 28.1712 27.5431 26.7156 25.5699 25.5501 28.9956 23.5039 28.483 23.4535 23.3674 27.0677 24.7453 23.2196 23.3286 28.3442 25.6708 28.6526 24.4644 29.8238 23.0255 22.7094 22.5279 22.4604 22.3402 22.1177
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 -0.54135187694831066 -1.4135235863979962 1.0148196801701652 -0.2258028183581843 -0.56041393223308222 2.8457487783966928 1.7152085040206202 0.025204550405895386 -0.72103600731284334 1.0778803342683647 -1.0986102470575456 -0.66686306678854768 1.0000000180025095e-35 0.95053894427522623 2.9499917481720264 1.0000000180025095e-35 1.0000000180025095e-35 -1.0835298312780322 0.38565440839525605 3.1596628491584919 3.4405776206259158 -1.0948609050620843 -2.0027994516645182 -0.92981701873172018 2.3260735528109335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 8 7 14 -6 9 10 -2 -5 26 -9 -7 -16 -17 -4 20 -20 21 -19 23 -23 27 -10 -13 -3 29 -11
right_child=1 24 17 11 5 6 -8 13 25 28 -12 12 -14 -15 15 16 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9485903688039307e-05 4.359228724469181e-05 -0.00071454961653229601 2.0184940211243173e-05 3.2705105744114358e-05 5.9013048975088124e-05 -0.00018941609419695165 -1.480762849103914e-05 4.2772340484798406e-05 -0.00011235398764145129 0.00010624091800072239 0.0020996658690396164 0.00053632921768770325 -0.00025797011637611062 -0.0003229885755582294 -0.00043148632322730519 -0.00025157915320318797 0.00038121362627506315 -0.00011405566983916878 0.00048767753966525622 -0.0019649699478207442 0.00026723173204618294 -2.9421467078317424e-05 0.00030960315328210851 -0.0020310662190404292 0.00049620629550523824 -0.00078488079927943079 -3.0617390685234267e-05 -7.6348929100184044e-05 -9.4001077744030109e-05 0.0015081274902900084
leaf_count=12551 13219 491 6893 58217 32307 10655 62136 1877 43251 2492 26 333 2849 1889 477 561 1276 2366 1537 28 4311 133 1695 45 298 435 2546 69031 27941 65
internal_value=0 -0.0271193 0.0556574 -0.0167173 -0.031166 -0.00662754 -0.0318425 0.0421805 -0.07278 -0.0326452 0.0500774 0.0205971 -0.110111 -0.14803 -0.140863 0.0813691 0.216908 0.115614 0.184641 0.455559 0.142646 0.0313536 0.234242 -0.51044 -0.0774398 -0.11998 0.0384024 -0.0812211 -0.074985 0.146583
internal_count=361931 332372 29559 262552 198607 111178 75105 36073 87429 43743 13245 63945 5728 3766 12969 2314 1837 17008 10115 1565 8550 4239 1873 178 69820 43686 2879 69522 30498 2557
shrinkage=0.000980392


Tree=2316
num_leaves=31
num_cat=0
split_feature=785 181 49 1286 804 1463 678 727 745 685 427 1176 59 120 816 497 718 436 507 858 355 1080 1110 845 965 569 692 85 759 870
split_gain=46.5227 34.3228 28.4173 28.3612 30.7907 34.1282 36.686 28.2176 28.0503 27.933 27.8006 26.6971 25.9043 26.4486 24.1494 23.7702 35.5335 31.8244 31.5611 31.1347 28.1648 27.7766 26.2714 28.8912 25.3616 31.6081 25.2892 24.6793 24.6336 24.6025
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1349154245379338 0.78161905918100072 0.45538871002063286 -0.03084407861722192 1.6243751288565669 1.0000000180025095e-35 1.0191313245711819 1.0165023615855489 -0.60706248525251094 0.26588599241725558 1.7621890616334766 3.5559217545737982 -0.92870374882376117 1.461728259125324 1.7690287660176487 1.0000000180025095e-35 1.0941628986121894 2.1406758129868066 0.32012484714307227 3.0951863930167689 0.8099469501505302 -0.6097414397372255 0.10980254379742337 2.8550270173253645 1.1005433056566571 1.8784319814325376 -0.078351318759880731 1.4311114217578251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 12 9 6 -6 -1 -4 10 -5 -8 15 -14 -7 16 17 21 24 20 -17 22 29 -24 25 27 -23 -18 -20 -2
right_child=1 -3 8 4 5 14 11 -9 -10 -11 -12 -13 13 -15 -16 19 18 -19 28 -21 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.4092158327949284e-05 -3.8977148849421507e-05 -7.7409744991160739e-05 -5.5658449866836879e-05 -0.00010259399424490457 6.4909190854575414e-05 -5.6224392724272769e-05 0.00022544817815656651 0.00011224068274043963 -0.00025468185060320965 -0.00018608672453125199 5.6904492710452098e-05 -0.00080832895252469375 -0.00013623744561505383 0.0028442047794806575 0.00029339634966430984 2.1301030777896045e-05 9.2541835647717358e-05 3.5502534846473385e-06 7.4959979575889369e-05 -0.00029128568510816677 0.00020536779208501439 4.9514561080093045e-05 -6.7223227092502611e-06 -0.00021156788798788363 -7.0812219092143027e-05 0.0011560655244021128 0.00068826627442564832 -0.0003899288119450579 0.00041016240537822019 -0.0001895389455403676
leaf_count=12551 60636 69820 29645 6487 7583 999 131 17008 4391 4037 19473 343 11313 31 4497 10852 10204 50680 2009 1001 4693 806 4449 11522 8623 121 310 510 1442 5764
internal_value=0 -0.0300378 -0.0192551 -0.0107867 0.0388927 0.121658 0.0323454 0.0598037 -0.0855572 -0.00177101 0.0214947 -0.535466 -0.023507 -0.139958 0.248436 -0.0172813 -0.0266499 -0.0413767 0.0533982 0.0575235 0.0800182 -0.0690664 -0.074551 -0.159894 0.016405 0.0875613 0.251878 0.0748959 0.235551 -0.0547098
internal_count=361931 332372 262552 228516 43550 13553 8057 29559 34036 29997 25960 474 184966 11344 5496 173622 157076 134167 22909 16546 15545 83487 82371 15971 19458 10835 1116 10714 3451 66400
shrinkage=0.000942322


Tree=2317
num_leaves=31
num_cat=0
split_feature=129 655 492 326 643 556 911 420 354 1431 1166 1058 1039 691 282 281 1470 130 977 1385 1458 1449 1457 1460 557 1034 770 138 1 69
split_gain=18.9641 19.7229 31.1668 21.8108 20.451 21.9685 25.1222 22.1867 21.6442 23.9646 22.6691 23.8182 24.452 23.5977 21.1411 20.9704 28.4207 25.4723 27.6676 28.1733 23.5665 37.8641 29.2518 27.6145 26.3386 23.9981 23.6268 24.531 23.4838 23.2001
threshold=1.0000000180025095e-35 -0.95426889869109321 0.24626015790425895 1.6390506412245707 -0.70057572354603204 1.5013669446478366 -0.84500982088077281 2.9510738965424945 -0.15479211823442024 1.8641952677858011 -1.2508507625752519 0.68734188997039636 -0.18546702025094589 -0.091877755595362279 1.5154965031907293 0.070741146133882951 2.5482097856432659 1.7243530357355066 0.47162024318651069 0.56490926814543829 0.20667703603638712 2.17305266581887 2.0036930653714298 3.7772201327698189 2.5220033806985911 1.5028277523947895 0.75591808840257602 0.8270152974423145 2.0559858517475247 1.6594396743653228
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 9 -3 11 12 13 14 -10 17 20 -6 19 -19 21 22 24 26 28 -26 27 -22 -17 -28
right_child=-2 4 -4 -5 15 6 -8 -9 10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 23 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.001710040494421995 -0.0017161880044819116 0.0040550571588480215 -0.009062521582536797 0.012080993014632058 -0.00047580546119454245 -0.018596814043285999 -0.0013881521925850999 -0.012749149428351248 0.013776258654919056 -0.01045742072513875 0.001635049679611466 -0.020963884964861571 -0.008081378732859237 -0.006881545533369871 -0.029531225754030901 8.2058342842843612e-05 -0.0099014951834539792 0.00056676699310227588 -0.010927062504350604 -0.012019888434910824 0.0050196963002287773 0.012445846063264043 0.0093258491457001384 -0.01097060038156244 -0.012616158525291106 0.019376310449364425 -0.0025062190843363843 -0.00081728259370727736 -0.0072364831965293155 0.014847444783480598
leaf_count=9019 48087 20644 4494 620 140586 753 2938 557 948 761 14311 582 2583 727 81 67691 1404 5511 2912 1348 17595 1100 1496 704 1542 126 5176 4441 2810 384
internal_value=0 -0.000222898 -0.0939226 -0.0188681 0.00334587 0.0480123 -0.134863 0.0618456 0.0677693 0.115477 0.0108564 -0.142331 -0.0821798 0.124857 0.346775 -0.0047126 0.0197214 -0.0225432 -0.143991 -0.0591813 0.023937 0.00203231 -0.00477775 0.0775911 -0.0117708 -0.308661 0.0888059 0.121387 -0.00528335 -0.0392438
internal_count=361931 313844 14133 9639 299711 44885 3691 41194 40637 21405 19232 4921 4339 1756 1029 254826 104469 150357 9771 6859 103065 74765 73665 28300 72169 1668 27596 22036 70501 5560
shrinkage=0.0317078


Tree=2318
num_leaves=31
num_cat=0
split_feature=785 470 395 203 727 1436 498 497 209 1049 705 579 1221 566 719 843 635 552 1272 931 224 704 577 21 77 1092 539 740 1266 635
split_gain=43.06 29.6094 37.1654 31.9417 27.1094 26.5135 24.9273 24.1854 28.871 31.5279 34.8596 24.7342 26.404 25.6063 24.5535 24.2358 32.0374 25.9944 25.1071 24.0378 25.0178 23.5449 23.5253 23.3735 23.4244 28.4298 24.1773 29.2942 24.143 29.7602
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 1.0000000180025095e-35 0.60428344764309971 1.9004659221911799 2.0895063784560848 1.6925832851886364 1.6247608304535173 0.70592243731563598 0.38369638209385348 1.9111042213368361 1.9839842507384622 1.0000000180025095e-35 1.3432257833730323 1.4770767507691036 -0.89604835965501528 1.0425293070791588 1.0000000180025095e-35 2.3439827011128922 -0.65293456730148502 -0.9250398530534788 1.0000000180025095e-35 0.95053894427522623 2.9499917481720264 1.0000000180025095e-35 1.0000000180025095e-35 -1.0835298312780322 0.38565440839525605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 -2 7 11 9 10 -9 12 13 15 21 18 19 -18 -3 20 -17 -15 -5 -6 26 -26 27 -25 29 -29
right_child=1 6 -4 22 23 -7 -8 8 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-1.486082755412969e-05 -0.00010577169279569882 -7.168149638661071e-05 -2.5171349365324387e-05 -0.00046013956698903974 2.0638058780813124e-05 4.1147674609135593e-05 0.00010676225115793224 3.9536604609270577e-05 -0.00031757785672765446 -0.00016161069413550693 0.00027411338428767941 2.071865920173516e-05 -0.00019205267618969675 -0.00012971864071700752 -5.5382451098184867e-05 -0.00017802007642035014 -0.00026790950546691576 0.00046727948753036457 3.6552624741733666e-05 0.00011093283175743451 0.0010954529180469536 0.00019798551982759299 -0.00016859170759453152 -0.00011152539604546114 0.00048908333319870199 -0.0019658334798949339 0.00026456542012646142 -1.8528539357618029e-05 0.00031519540036026615 -0.0020150440783756568
leaf_count=12551 44543 78236 82761 5218 6893 8422 7323 7036 808 1718 4199 40490 6163 1141 5317 2887 267 1052 11257 3570 70 4949 14945 2366 1537 28 4311 133 1695 45
internal_value=0 -0.0283462 -0.0550291 -0.106257 0.0582077 -0.0774759 -0.0101301 -0.0159149 0.0672766 0.0905326 0.131749 -0.0243356 -0.041687 -0.0341413 0.0607057 -0.0466209 0.0654715 0.348324 -0.0579305 0.000826024 -0.149229 0.143995 -0.229527 0.116429 0.185684 0.456957 0.143562 0.0356785 0.240524 -0.498111
internal_count=361931 332372 155889 73128 29559 52965 176483 169160 13761 12953 11235 155399 114909 108746 11407 97339 7846 1319 89493 6527 2957 6090 20163 17008 10115 1565 8550 4239 1873 178
shrinkage=0.000980392


Tree=2319
num_leaves=31
num_cat=0
split_feature=785 1233 50 332 395 203 1436 1431 1397 360 62 968 501 544 503 1221 1464 1454 1046 624 1466 596 705 909 837 708 667 417 145 1396
split_gain=36.9011 28.6143 26.0242 35.5688 33.296 27.4213 26.3357 28.9588 25.9138 39.2143 26.4361 26.1298 26.2326 25.0859 30.5491 24.7864 25.7574 24.2349 24.1959 24.2907 23.918 26.2737 23.7118 25.1458 23.2661 22.5221 22.4491 22.3715 24.2415 22.3393
threshold=-0.86283290253235112 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.60428344764309971 1.0000000180025095e-35 -0.60313141911112156 2.1468176705839821 0.22553477650581719 -0.38460816251123842 1.759072166290276 1.0000000180025095e-35 -0.065719263844610812 1.0000000180025095e-35 1.4925201905101055 -0.98478334500156417 0.027949309051911338 1.0307507478716214 2.5327487536224331 1.9758895415007218 -0.0050352993931598944 -0.62658750036069699 -0.11760235531539699 1.5799387127781224 1.473346372007182 -1.215638178525227 -1.8154947784468167 2.8407590653525712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 3 4 5 6 13 26 9 11 -10 12 -3 -2 -15 29 -17 -4 24 -20 21 -6 -1 -24 -14 -7 -8 -13 -29 -5
right_child=1 8 17 15 20 25 7 -9 10 -11 -12 27 18 14 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.6801407455502497e-05 -0.00016998107794808664 -0.00019500145919590283 -0.00033635047807098782 1.517313112040321e-05 -4.6627853507732459e-05 -0.00028429660779442781 0.0001609991823692061 -0.00017470903472792095 -0.00021408803140916872 0.00074437259047631832 -5.7402690545607333e-05 -0.00035521356858556546 0.0012590378995882207 8.9236261363722017e-05 -0.00017881717023594405 -7.7435143794573911e-05 0.00015713859658615065 2.1278925785346898e-05 -0.00073293224244406422 0.001459547028043126 0.0002679834631213489 0.00020993800197471166 -7.3586692596096194e-05 0.00013293091890528917 -0.0002579374211110291 8.6561951837789563e-05 -0.00052030409538561344 0.0019383966539303818 9.2474625030179437e-05 -0.00030097306263824426
leaf_count=10316 24901 6072 1047 83237 37790 14152 4743 2843 15565 349 13022 875 201 6935 5740 31075 2158 68108 199 30 1146 1824 3120 16123 132 2106 351 29 6657 1085
internal_value=0 -0.025772 -0.0182669 -0.0317721 -0.0696047 -0.115484 -0.0874596 0.0325141 -0.0884648 -0.00478159 -0.136091 -0.0265453 -0.150552 -0.122037 -0.0228928 -0.00787271 -0.0609299 0.0172124 0.405376 -0.296381 -0.0219527 -0.0327948 0.0544501 0.100245 0.846915 -0.24159 0.129274 0.0653499 0.105069 0.0115047
internal_count=361931 332372 289241 220086 102531 61771 45513 7937 43131 14544 28587 14195 6634 37576 12675 117555 33233 69155 562 229 40760 39614 29559 19243 333 16258 5094 7561 6686 84322
shrinkage=0.000980392


Tree=2320
num_leaves=31
num_cat=0
split_feature=785 727 500 979 1124 1469 848 112 498 578 290 672 771 1259 522 794 728 276 225 965 77 1305 423 911 178 703 158 1316 1435 1022
split_gain=19.1938 20.3971 20.5189 20.3438 27.6355 21.6927 21.2024 19.4281 21.4834 43.2583 28.5243 31.7813 23.3884 21.8121 21.4443 25.0885 26.8121 28.9305 32.2274 28.3607 26.723 25.2783 27.0898 24.9171 24.3538 23.5712 26.6481 27.6309 23.5044 22.9654
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.53605320125024691 -0.39598871591233292 0.32084051219377302 -1.3381350792132791 -0.31345978324424839 2.2718117149406565 1.82911433652524 -0.87905496296652397 1.3774374262770357 -0.65546635319905777 1.4820751525130569 -0.25986060134695776 -0.71745339412579689 2.2041218380651819 -0.49008176997875957 -0.7879045704218951 -1.2720840997017417 0.10980254379742337 0.82969689752061215 1.0258675257732557 -1.907137645200458 -1.8173620291729184 -0.59432700110512315 -1.526297240172106 1.6738977540976452 1.0000000180025095e-35 1.0000000180025095e-35 0.67527595557081987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 -6 8 12 13 -11 -12 14 -10 -2 16 19 18 -18 21 29 23 -23 -16 -22 26 -25 -28 -20 -19
right_child=7 3 -4 5 6 -7 -8 -9 9 10 11 -13 -14 -15 15 -17 17 20 28 -21 24 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0047979203297536946 0.00070002543924944862 0.002263391710477933 0.0013265498577621001 -0.069106327150312313 1.5798262787695152e-05 0.0051303914802290672 -0.019538446189722176 -0.0038918626918734464 0.0055019459255289064 -0.00032895775006283579 -0.002637041946170799 0.016155103591356197 -0.0048580467106358093 0.022864139391847553 0.026397406300651086 0.0027194494892913623 0.023779580407133277 -0.0020751941316394015 -0.0017276666532817745 -0.0013824315824284505 -0.004241926831390512 0.057946944720888557 -0.0025393854744988177 -0.0061086307826107014 0.0021799205692213351 0.0048849484326686224 -0.00323399716907682 0.047377167272452732 -0.0061051408125400459 0.0008704032204508369
leaf_count=3882 79377 4336 8669 26 568 11459 619 13258 725 12181 678 1074 7239 675 235 11135 307 89951 17290 18281 3866 43 5821 2247 21506 12335 144 101 16520 17383
internal_value=0 0.0463575 -0.0175179 0.0974114 -0.0110678 0.151359 -0.311467 -0.0118507 -0.00880351 0.072215 0.0324642 0.273901 -0.013344 0.423347 -0.0101859 -0.0228241 -0.0290111 -0.0429948 -0.109009 0.0236847 -0.0277542 0.0803492 -0.0614803 0.123885 0.0368095 0.112123 -0.100798 0.609235 -0.11621 -0.0454713
internal_count=361931 29559 12551 17008 5523 11485 1187 332372 319114 15333 13933 1752 303781 1400 296542 217165 206030 166823 34117 39207 132706 20926 5864 15062 25372 14827 2492 245 33810 107334
shrinkage=0.0329888


Tree=2321
num_leaves=31
num_cat=0
split_feature=1097 269 1470 785 713 1455 1361 497 354 1457 1458 1465 1452 1469 498 889 747 1456 488 1218 928 606 1458 1455 1262 791 706 1461 484 539
split_gain=39.2377 50.0022 39.565 36.1268 31.5593 28.2042 35.6368 27.6354 31.6608 26.9714 26.1198 25.9158 26.2494 31.8976 25.4383 26.7202 50.1068 45.6237 32.8321 32.8032 32.5934 31.3999 30.1945 36.0223 29.8905 28.9026 28.2729 27.7702 27.5813 27.4414
threshold=-0.64966988391888181 -1.2832447556410924 -1.1417127449306028 -0.86283290253235112 1.0000000180025095e-35 0.35881941651261778 1.0000000180025095e-35 2.2206245932530155 1.2841085960417071 1.339295830115254 3.1438252248132805 -0.40523020188868136 0.55483083833984748 0.046665139118415085 2.3761431599641116 1.0000000180025095e-35 1.0000000180025095e-35 1.3778752582070839 0.14260903685215862 3.9048232315577729 -0.52992354128753727 2.1543936751333881 -0.4285654387502193 0.40822562400327617 -0.29498807457645582 1.0000000180025095e-35 1.0628608749219508 0.92086227942272492 -0.44016591864967353 0.6695026854463163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 -3 6 -4 14 -9 -1 -8 12 -6 -14 15 16 19 18 24 -5 -18 25 27 -24 -17 -22 29 -19 -25 -27
right_child=1 3 5 7 11 -7 10 8 -10 -11 -12 -13 13 -15 -16 17 20 22 -20 -21 21 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=1.1187755685254801e-05 -9.6313756711976429e-05 -0.00018506747524676549 -0.00017724739915202632 -0.00011680179034588624 6.7537674141565109e-05 -8.7824522485410488e-06 -7.0651528374246142e-05 6.6965583236793557e-05 0.0004890851780475151 0.00028796444382247214 0.00040763860917393925 0.00016948801563064131 -8.4900393022316464e-05 -0.00088972382180066282 0.00017719629612536109 2.5244450730228776e-05 4.9466128709144251e-05 -0.00020913935710170224 6.606310257660538e-05 0.00054958587694453706 -8.020527727580416e-05 0.00021362535722577327 0.00040620886364990541 0.00030564620131582932 -0.00011121890624400165 1.609857663234568e-05 -0.0002378024717196988 0.00045865438693360979 -0.00042211527630056991 0.00026375751723065581
leaf_count=10767 32744 1859 33229 33927 6644 25220 49073 7148 818 1923 502 12343 950 285 3014 15153 28483 1331 21492 295 37778 2075 3051 441 16937 9659 1840 362 511 2077
internal_value=0 -0.00735251 -0.0608672 0.00402614 0.0862727 -0.077891 -0.102288 -0.00619608 0.111052 0.0606928 -0.0656396 0.110428 0.0153946 -0.26798 -0.0123631 -0.0159911 -0.0352937 0.0228491 0.00192228 -0.111439 -0.00765453 -0.0397644 0.207107 0.304077 -0.0452803 -0.050596 0.0351653 -0.0509216 -0.0684062 0.0705002
internal_count=361931 241217 120714 208473 22081 108024 82804 186392 7966 12690 49575 20222 7879 1235 178426 175412 116134 59278 53582 34222 81912 53429 5696 4003 32090 51354 13576 1693 952 11736
shrinkage=0.000980392


Tree=2322
num_leaves=31
num_cat=0
split_feature=785 120 50 187 1450 596 402 728 21 1464 211 959 372 1315 21 1425 490 56 917 1254 557 1134 1237 291 345 899 471 1457 565 748
split_gain=41.8839 31.6904 30.2396 36.4802 30.4577 26.9589 25.1402 24.3852 24.9322 29.675 23.9327 26.5077 39.7472 26.7128 24.799 27.4892 26.0764 24.5335 24.1431 24.0546 25.6945 23.6611 27.7214 23.3266 23.0117 22.9248 22.8302 22.8171 22.7761 24.9975
threshold=-0.86283290253235112 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 3.949999276563736 1.9758895415007218 0.36663536453162993 -0.49008176997875957 -1.0798509198017876 -0.10146673164146425 -0.56827746446736305 -0.68169868102075137 -0.89164644713046382 -0.8257034287404138 -0.13431221002227373 -0.49854827941355384 1.0903042859873069 1.0000000180025095e-35 4.3127385003387806 -0.50108701063799466 2.5220033806985911 1.0445639817206116 1.4298092310842805 -1.3109905323004256 0.3797907129641564 -1.5912019756993263 2.9395468797111257 4.1112452456194752 0.94446149985313033 2.3188760003929425
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 10 3 4 5 6 -3 -1 9 -9 17 -12 13 24 16 28 23 -2 19 20 -17 22 -10 -14 -13 -25 -21 -8 29 -16
right_child=1 2 -4 -5 -6 -7 27 8 21 -11 11 12 14 -15 15 18 -18 -19 -20 26 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012354376781990335 -2.9915142243440683e-05 -9.4202308837152416e-05 5.2727054886883895e-06 -0.0001372046993129325 0.00059160668501621991 0.00017263201430652944 1.0403486456188785e-05 -0.00050795345163147452 8.8269306099983717e-05 0.0001282795281558661 -8.4446060323091653e-05 -0.00035637893520903426 -0.00019206809775254327 0.00021198843868455201 -6.8559798149863413e-05 -0.00016020280524665649 -0.00013792786395346526 5.2453567575373474e-05 0.0017233430226085346 2.8253803523547614e-05 0.00063870888861221938 0.00026624123281126957 -0.00020685982582839451 0.00058054138547351298 0.00048008818488870237 5.1349111363320833e-05 -0.00039086759350905189 0.0013815074370828444 -0.00028324593775907298 -0.0005340771970394969
leaf_count=3396 30954 39115 27132 43457 318 2465 15710 736 20106 614 39812 806 2337 5733 16174 6102 5259 41304 29 21265 200 3147 1560 391 189 28559 622 45 3558 836
internal_value=0 -0.0275812 -0.0585148 -0.0805748 -0.0420489 -0.0469274 -0.0595202 0.0577962 0.0787068 -0.210834 -0.0107639 -0.029727 -0.010758 0.157032 -0.0235357 -0.0554057 0.0216331 0.0212171 -0.0128076 -0.0150577 -0.137676 0.0938235 0.069234 0.0441749 -0.186945 0.0597015 0.0173554 0.0161444 -0.119295 -0.0860614
internal_count=361931 332372 128242 101110 57653 57335 54870 29559 26163 1350 204130 131872 92060 6728 85332 48786 36546 72258 28218 28189 6302 24813 21666 31287 995 28950 21887 15755 20568 17010
shrinkage=0.000980392


Tree=2323
num_leaves=31
num_cat=0
split_feature=785 181 728 49 745 1286 920 727 59 120 21 1464 471 966 635 1134 1237 406 338 1467 220 597 805 89 634 1110 356 1040 126 910
split_gain=40.248 31.6921 28.9428 25.4277 27.9418 25.5211 29.1721 35.1073 24.9616 26.7023 24.7565 30.0654 24.1199 26.2928 25.7578 24.0399 26.3761 22.9991 27.676 27.1309 23.2407 22.8853 22.8437 22.7169 23.8073 24.3411 23.619 23.8007 23.157 25.4256
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.1349154245379338 1.0191313245711819 0.78161905918100072 -0.83967173534858641 -1.5722412400100421 1.7621890616334766 3.5559217545737982 -1.0798509198017876 -0.10146673164146425 1.0000000180025095e-35 1.2844316309793273 -1.4226431256484979 1.0445639817206116 1.4298092310842805 1.0000000180025095e-35 0.54319667440125596 -0.3817254842551433 -0.88533961402397365 3.1596628491584919 1.4663648571955066 -0.81477857365755701 0.92946304288613313 0.011075904694020028 2.9352538843747538 1.2638812686141898 1.0000000180025095e-35 -0.52258259845220867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 8 7 -7 23 22 11 -4 13 -8 -14 16 -12 18 19 -16 -19 -3 -10 24 25 -2 28 -28 -25 -30
right_child=1 21 10 4 -6 6 12 -9 9 -11 15 -13 14 -15 17 -17 -18 20 -20 -21 -22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-0.00013520020683686115 0.00013247194850734699 -7.6828408036825984e-05 -0.00048920000937896448 -5.0477890292646745e-05 -0.00024949671513362613 -0.00030668443306760803 -7.0284531771029466e-05 0.00026658241481522716 -0.0001041369360724992 0.0028737000824583625 8.4331671633427167e-05 0.00012643102649328056 -0.00047817006586078708 0.00022221858854426128 0.0003531804710416919 0.00025741710412017414 -0.00019259269002268043 -0.00032136789076390342 3.2055922490536484e-05 0.00010080836051646968 1.8444579116145085e-05 0.00047467209635444773 -0.00053126026477105608 -5.281227022899016e-05 -8.8997734150352966e-05 -1.0396279237832189e-05 0.00037372532609932857 -0.00074789945912879564 6.6499457007168424e-05 -2.4657741651183837e-05
leaf_count=3396 12585 69522 736 29645 4391 484 15546 3562 10273 31 20106 614 523 1470 2866 3147 1560 1134 8014 4213 5738 298 1040 79784 5003 9284 1054 102 19659 46151
internal_value=0 -0.027583 0.0560941 -0.0172157 -0.0800556 -0.00920181 0.0379611 0.209511 -0.0212855 -0.135755 0.0789436 -0.209628 0.0193427 -0.0465312 0.0637826 0.0940078 0.0692172 0.0729477 0.118289 0.215467 -0.0318023 -0.0777585 -0.140391 -0.0151684 0.0446672 0.0766965 -0.0263876 0.298466 -0.028939 0.00127619
internal_count=361931 332372 29559 262552 34036 228516 43550 4046 184966 11344 26163 1350 39504 17016 22488 24813 21666 21965 15093 7079 6872 69820 11313 173622 26872 21869 146750 1156 145594 65810
shrinkage=0.000942322


Tree=2324
num_leaves=31
num_cat=0
split_feature=785 728 784 852 647 590 1307 1022 1016 657 544 885 1038 569 570 1145 1444 1393 15 636 50 1047 833 211 1089 1151 11 703 785 513
split_gain=39.1599 33.4481 30.8404 33.7028 30.6024 72.0955 30.4637 28.6226 31.3943 27.9275 27.2063 25.5597 25.3788 23.7499 23.7246 24.0767 28.1921 25.9699 27.5479 23.9184 23.8331 23.9408 23.6862 23.2674 25.442 24.8318 34.9592 23.16 23.1239 24.0505
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0747610123934368 -0.87782724458594241 0.58895901036483078 1.3390041783085433 1.0000000180025095e-35 1.0000000180025095e-35 2.2603408215975165 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 0.082615654494043025 -0.48460852809644533 1.0000000180025095e-35 1.0000000180025095e-35 1.0000664701127471 1.5679606608929513 2.4129057422810987 1.4829784501753427 -1.0794544675301283 1.5919315457291203 -0.36184153364335253 0.44837531086292992 2.4190504380954585 -0.377541397473169 1.2180540057381479 2.9970139449733542 1.0454229551509682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 7 9 5 -3 -5 8 11 22 -1 23 -13 27 15 16 -6 18 -17 20 -16 -22 -4 -2 -25 -26 -27 -11 -9 -30
right_child=1 4 3 6 14 -7 -8 28 -10 13 -12 12 -14 -15 19 17 -18 -19 -20 -21 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=9.2237992929900605e-05 -6.0829260239665304e-05 -6.8883206908965423e-05 4.6306508317713078e-06 0.00021322772408217516 6.0112450938543799e-05 0.00048149026205131196 -0.00020750680090341001 -1.1832949985857919e-05 -2.5872893309862648e-05 -0.0003542319632821944 -5.14477386336684e-05 0.0012234676101008581 6.3809865546637671e-05 6.3396416728517512e-05 -0.00013400715218227989 -0.00010571478274428272 -0.00017161080776092625 -0.00039996602870275244 0.00044145718214535286 0.0003562955843429311 0.00060538066829073133 -1.0683297691018164e-05 0.00020772052449435241 -0.0002529189366476804 -9.3384939550617685e-05 0.0016198416015580307 -5.6728854619576675e-05 -0.0014727741008192731 6.199259227874158e-05 0.00044026571483759132
leaf_count=21198 17696 4821 30451 6196 16704 1384 1022 98491 45923 931 8361 102 267 632 55011 9800 4395 1911 560 602 379 4368 2818 16988 6049 97 168 96 3634 876
internal_value=0 -0.0288268 -0.015306 0.0373255 -0.0693938 0.0894099 0.167917 -0.0281177 -0.0620768 0.00850238 0.0537119 -0.121438 0.416989 -0.259746 -0.0820352 -0.0284438 0.0196274 -0.124547 -0.0718153 -0.113387 -0.119018 0.0341856 0.0226962 -0.129969 -0.192508 -0.0562385 0.6315 -0.458356 -0.00520366 0.148138
internal_count=361931 332372 232437 42146 99935 6205 7218 190291 87290 34928 29559 41367 369 1659 93730 33370 21099 12271 10360 60360 59758 4747 33269 40998 23302 6314 265 1027 103001 4510
shrinkage=0.000980392


Tree=2325
num_leaves=31
num_cat=0
split_feature=51 602 627 633 1394 474 911 1305 346 1396 1191 845 1449 707 1459 1386 910 77 227 1400 1461 21 1423 981 1253 976 10 72 1197 704
split_gain=19.6771 20.3638 23.5824 22.5462 24.8874 25.2069 20.279 33.2655 25.9142 28.1969 22.2951 32.6544 20.4801 27.8541 20.5585 20.3913 19.7834 22.0756 19.9715 23.3325 19.0653 20.722 19.9206 19.2365 20.5287 19.8413 19.9203 19.4095 20.7122 19.9546
threshold=1.0111847875080273 1.6570428789878571 -0.53135649010131003 -0.77899086806337892 -1.508536896430843 1.0000000180025095e-35 1.1119511361441763 -0.66537623572488702 -0.84649253130507163 0.21365052904129225 1.2439069627317199 2.8872886568551483 0.71251893840138358 0.65980228788146877 -0.088205869773288079 1.0000000180025095e-35 0.99064191775201949 2.154643624437274 -0.31399813891728789 1.1005526702613275 3.9993613276323443 1.5676574675808517 1.0000000180025095e-35 2.543085592592472 0.94985639518574605 0.79493509547663421 -0.47487159776384585 1.628912556893132 1.0946027232797326 0.059674525274302045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 3 16 -2 -5 6 10 -8 9 -9 12 -12 -6 14 -14 -15 18 -18 19 -3 22 -22 -1 25 -25 26 -24 29 -29 -27
right_child=1 2 -4 4 5 -7 7 8 -10 -11 11 -13 13 15 -16 -17 17 -19 -20 -21 21 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=0.00016352084510017978 -0.0043607956805268413 0.009937148535357352 -0.00011647829827340533 -0.012432523336764189 -0.0010114216511419843 -0.0068208911067982143 -0.0043316757629997356 0.03528343953269366 0.0058385139976571548 -0.0039846015908977768 -0.0071482221378302794 0.065343609278810028 0.011855380216637625 0.0014165575711716535 0.0013421052992938103 -0.020031301600028938 0.035868242754006276 -0.027216278714594398 -0.0065356204699290816 0.055556848112945895 0.0053229814309742824 -0.0094106176778296826 -0.00025475465425320732 0.017124669881537342 -0.02277782932385955 -0.00077838525011355111 -0.003071217404934335 -0.014144895668053041 0.017142549434049161 0.0049700523830065076
leaf_count=240953 15167 345 2076 1169 20899 4014 1258 240 2099 103 3265 25 1528 508 1424 356 169 23 270 46 3572 368 18992 415 58 6940 29514 678 94 5363
internal_value=0 -0.0517279 0.12617 -0.0650492 -0.0347009 -0.0247662 -0.00550353 0.156436 0.313315 0.877826 -0.0286234 -0.232822 -0.00558744 0.149256 0.248567 -0.244952 0.428297 1.03542 0.247733 0.544078 -0.000439788 0.144861 -0.00271069 -0.0432632 0.428978 -0.047342 -0.0696928 0.0423138 -0.339535 0.06804
internal_count=361931 54984 2929 52055 36888 35719 31705 3700 2442 343 28005 3290 24715 3816 2952 864 853 192 661 391 306947 3940 303007 62054 473 61581 48506 13075 772 12303
shrinkage=0.0276035


Tree=2326
num_leaves=31
num_cat=0
split_feature=181 294 660 148 1453 1451 1090 664 1460 870 215 487 1464 429 1116 1023 552 555 146 49 745 1456 1456 910 553 1257 1463 1451 846 423
split_gain=18.9627 19.7817 22.4965 24.2244 22.2296 23.8541 21.785 19.9473 20.9204 19.5282 19.4515 21.477 26.2296 20.4422 23.0913 25.1846 20.5924 20.4712 19.3945 23.2637 24.2123 23.1115 28.3914 23.3698 22.0385 23.2587 20.791 25.4916 23.8172 23.0208
threshold=1.0000000180025095e-35 0.92159612535094959 -0.72421686037558375 -1.1244088802898569 1.1343281912642689 -0.071276657143309677 2.189391661784525 4.2765726321909083 0.34242374349339988 1.4311114217578251 0.71620456915317587 -0.69834075313243649 5.5700088213948851 0.15460481691868574 -0.6603314138648354 0.36003600613833892 1.1376123422958322 0.93447375700013147 2.0556245044164494 1.1349154245379338 1.0191313245711819 3.5267996248326976 3.0602099695377443 0.59898380767563097 -1.1872622478328605 -0.38622407074831394 3.5642877411819058 1.9426791395236267 0.012997242380212654 -0.82410199168262654
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 7 -4 -5 -6 9 -2 -9 -7 11 -3 -13 -12 15 -15 17 -16 19 21 -21 22 26 -24 25 -20 -1 28 29 -28
right_child=1 10 3 4 5 6 -8 8 -10 -11 13 12 -14 14 16 -17 -18 -19 24 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.3870900850968665e-05 0.0019066272749449114 -0.013994320579761526 -0.0070303754118332326 -0.0017244396209450583 -0.0029712554089280081 0.011080787032023783 -0.032873564030495878 -0.029713205048537864 0.028658514494887117 -0.012097606374016653 -0.0039505058622379095 -0.0045002142566800667 0.068574063268095939 -0.020219419376501641 0.020741019087001045 0.05432088366674355 0.060957550792190986 -0.022309661883388513 0.034529340509972868 -0.0011393797503613371 -0.0069433989265863258 0.0044763711141145917 -0.026191617324491847 0.0080566535290854183 0.0020958600742588813 0.0037290272792180864 -0.0068421185268405342 0.014989640290665109 -0.0092678594938046879 0.010597212124330005
leaf_count=232459 14909 1846 4924 39213 1637 2068 68 335 46 199 1332 7827 34 218 371 23 44 72 161 30519 4518 4922 378 123 10496 229 416 732 688 1124
internal_value=0 -0.0438631 -0.0274559 -0.0558262 -0.0373121 0.127555 0.271948 0.0529384 -0.660115 0.30764 -0.149692 -0.20718 -0.139436 0.0715763 0.389652 -0.322668 0.652883 0.487807 0.000964329 -0.0030449 -0.0625047 0.00439793 0.000996133 -0.562147 0.0889786 0.577656 0.0021005 0.180022 0.0576164 0.195696
internal_count=361931 75166 63399 48109 43185 3972 2335 15290 381 2267 11767 9707 7861 2060 728 241 487 443 286765 275879 35037 240842 235920 501 10886 390 235419 2960 2228 1540
shrinkage=0.029879


Tree=2327
num_leaves=31
num_cat=0
split_feature=785 728 727 1431 647 590 666 519 690 1049 382 715 791 803 861 768 930 993 369 212 981 895 476 645 745 1324 923 426 627 694
split_gain=49.8871 33.0759 29.2542 28.8318 26.954 62.9117 26.031 24.7263 37.6922 30.0163 27.9814 26.1405 40.3404 52.5056 47.3238 39.6857 34.3556 31.7645 31.3469 29.9384 29.5283 29.1472 28.3963 26.2734 26.0864 25.9555 25.6216 25.4246 25.2853 24.5634
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 2.2575337098986954 2.1420547332082829 -0.55036963499547997 1.285893796353293 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.4582606246804526 1.0000000180025095e-35 -0.89727091510114898 -1.0816224380724622 -0.55971853496820956 1.5547011264505639 0.27654892694072097 0.52296557744356353 1.0999280683389623 1.0191313245711819 2.0883641899847656 -0.86449023226567734 0.92870521227020164 2.6357370162563476 0.75024505646995632
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 5 -3 7 11 -9 10 -10 15 13 17 26 16 22 18 27 -16 24 28 29 -17 -19 -18 -14 -13 -20 -2
right_child=1 4 -4 -5 -6 -7 -8 8 9 -11 -12 12 14 -15 19 23 25 20 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.6921914110137828e-06 0.00026446380254643002 -6.5356926504186213e-05 0.00012525449795705327 -7.6789929112347646e-05 -7.646702000170278e-05 0.00044834584779846766 0.00011960107225273436 -0.00010760372193321408 0.00029940160049091885 -0.00011576250072417971 6.7658317043634491e-05 0.0002638419289298932 -0.00039177945209014817 0.00014273024622576879 -3.7793593795585241e-05 -0.00022769684920127478 -1.8062823409533907e-05 -8.3573287333291296e-05 -8.5143411872920069e-05 0.00013712544605673486 3.5696203016414103e-05 0.0002737132998603274 0.00022030184412370464 0.00019464855456025981 -0.00021474738086499321 0.00040377096919263095 -4.1957396316379106e-05 0.0011894975950247791 0.00095040785295396485 -9.4370541932906848e-06
leaf_count=12551 1812 4821 17008 35150 93730 1384 6806 3559 4256 1541 4074 793 1239 5191 6592 4662 21595 61098 5945 15951 8176 1396 7188 825 8963 675 16169 155 114 8512
internal_value=0 -0.0257048 0.0674066 -0.0122515 -0.0661044 0.0829837 -0.00269363 -0.00792805 0.0762871 0.139691 0.188553 -0.0155986 -0.0317239 -0.0576245 0.0281651 0.0306096 0.0537878 -0.0718565 0.0620927 0.0911248 -0.0858332 0.0120792 0.126663 -0.158052 -0.101556 -0.0045391 -0.0675675 0.453069 -0.0646977 0.0460585
internal_count=361931 332372 29559 232437 99935 6205 197287 190481 13430 9871 8330 177051 131782 91831 39951 45269 39782 86640 8403 22543 78237 7455 17512 5487 70061 22270 17408 948 6059 10324
shrinkage=0.000980392


Tree=2328
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 705 909 1022 1016 885 1038 1002 1453 209 846 913 85 146 20 1442 771 567 361 1255 1341 889 1460 73
split_gain=37.6044 28.1938 26.9203 34.8151 26.1881 26.1187 63.5908 24.7057 25.2155 24.5616 28.9873 24.0602 25.2607 23.0825 22.4233 22.3806 22.0941 22.0077 22.0264 21.9837 26.2677 21.7112 21.4846 22.1285 23.742 21.5451 21.3973 21.3729 27.5013 21.2699
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.0050352993931598944 -0.62658750036069699 1.0000000180025095e-35 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 0.69854289147193727 2.1847129145757513 0.23696906566319156 -0.53268848306471728 -1.0282579537198486 -1.3274107148674466 2.888475460910541 -0.37168563270387045 0.2363784148266897 1.5773296200199145 -1.7658299547505127 -0.51569528722577385 -1.6330618161769117 0.52236833838155217 1.0000000180025095e-35 0.64450141300588693 0.92727673172575076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 -4 -5 6 -3 26 -9 10 11 22 -13 -6 -14 -15 -7 18 -12 -18 -21 -22 23 -2 -25 -24 27 28 -1 -19
right_child=1 5 3 4 13 16 -8 8 -10 -11 17 12 14 15 -16 -17 19 29 -20 20 21 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.5278790893437121e-05 -0.0005214470250269038 -6.7481454910366633e-05 3.3052288896769782e-06 -0.00011540990634885321 0.0002653334124188233 -2.0753900473375846e-05 0.00044908760533616941 -7.4215789485336094e-05 0.00013267999289000879 -6.0918292483036648e-06 0.00021494271272652792 0.0012104973813266598 -0.00018096711476339722 -0.00040297408565273442 0.0015574990635732644 0.0002233691672533296 -0.00010712873838853256 1.3961038458084118e-05 -0.00020711779059028347 -0.00027566779624883136 0.0014973038104894307 -1.3795073442748866e-06 0.0015755683460760661 -1.2968836625721107e-06 -0.00014640341060162947 -0.00065720098446519831 0.00013803531736579272 -0.00022165051165294006 0.00037002859718381 -0.00012853137819443622
leaf_count=3806 1461 4821 34551 1294 5339 29774 1384 3120 16123 103001 733 102 239 480 28 482 63616 33349 5248 158 113 69 40 11451 27232 814 2402 3431 677 6593
internal_value=0 -0.0278818 -0.0154613 0.0337324 0.161945 -0.065204 0.0815476 0.0531321 0.0999144 -0.0274531 -0.0589716 -0.116184 0.405993 0.216629 0.0550443 -0.0817395 -0.0769236 -0.0246699 -0.157855 -0.105101 0.459221 0.976954 -0.124506 -0.115759 -0.105811 -0.575194 -0.0303563 -0.0853929 0.00298901 -0.0067756
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 19243 190291 87290 41367 369 6301 267 962 93730 45923 5981 63956 340 182 40998 40144 38683 854 10316 7914 4483 39942
shrinkage=0.000980392


Tree=2329
num_leaves=31
num_cat=0
split_feature=785 728 728 647 590 784 921 1022 1016 859 1134 1237 885 746 1038 795 981 566 1298 1178 520 570 636 50 1145 1444 1393 15 1047 1047
split_gain=52.6808 32.636 30.1647 28.9584 74.3149 28.2801 32.2868 32.0315 37.6461 26.4116 25.9498 27.5792 25.0603 25.2224 24.835 23.5968 31.2453 26.4095 30.3523 24.5921 23.3317 23.2298 24.2911 24.7662 24.0149 28.5053 26.0383 27.5082 23.5133 23.1658
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 1.0445639817206116 1.4298092310842805 4.8263866747680533 1.0000000180025095e-35 -0.17630926381181156 1.0000000180025095e-35 1.7060327193526743 1.9839842507384622 1.5690779363521359 -0.46909217670234421 1.5103007336851382 -0.48460852809644533 2.4129057422810987 1.4829784501753427 1.0000000180025095e-35 1.0000000180025095e-35 1.0000664701127471 1.5679606608929513 -1.0794544675301283 -0.34654259480853461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 7 -7 8 12 -8 11 -4 13 -2 -14 17 -17 19 -19 -9 -15 24 23 -23 25 -5 27 -26 -25 -18
right_child=1 3 10 21 -6 6 9 15 -10 -11 -12 -13 14 20 -16 16 29 18 -20 -21 -22 22 -24 28 26 -27 -28 -29 -30 -31
leaf_value=-0.00013543542811267389 -0.00017345437887011697 -7.5605483079839591e-05 8.2688223637185544e-05 5.9634417050262663e-05 0.00048266492012488313 4.7148493886964391e-06 0.00044924680641564936 -5.4847473859183634e-05 -2.4839840571796755e-05 0.00010410859668674438 0.0002644144213172938 -0.00020083612182416442 0.0011993654301665803 -7.9313010663783053e-05 5.4079305269045673e-05 -7.7844505933994591e-05 -0.00011879809188823833 0.00018253433251519136 -0.00025460789664193676 3.1162064392403835e-05 0.0002546988276967573 -0.00013403317991568243 0.00036011493628125904 0.00060317829121216994 -0.00010605113559273198 -0.00017318509115953296 -0.00040052820507405131 0.00044036641210429018 -7.0886717123731869e-06 0.00031975637944585476
leaf_count=3396 33709 4821 21171 16704 1384 34551 1153 23994 45923 6442 3309 1683 102 6249 267 26904 757 6081 703 43227 1040 55011 602 379 9800 4395 1911 560 4368 1335
internal_value=0 -0.0296864 0.0658284 -0.0697357 0.0844878 -0.0163418 0.0340078 -0.0286044 -0.0644735 0.157272 0.089017 0.0639375 -0.129225 -0.137634 0.403336 -0.00435946 -0.0574181 0.0158761 0.138182 0.00230403 -0.0211109 -0.0820388 -0.113051 -0.118723 -0.029044 0.0189276 -0.124985 -0.0721894 0.037485 0.176825
internal_count=361931 332372 29559 99935 6205 232437 42146 190291 87290 7595 26163 22854 41367 40998 369 103001 28996 74005 6784 67221 7289 93730 60360 59758 33370 21099 12271 10360 4747 2092
shrinkage=0.000980392


Tree=2330
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 728 647 590 859 854 927 712 854 885 1038 677 521 1469 275 982 1453 513 216 913 73 912 783 632 1087
split_gain=41.4449 33.9269 28.6956 32.0442 26.7686 28.189 26.7517 26.5413 62.5479 25.5446 24.9502 24.7665 25.4742 26.4245 24.3428 24.6784 23.4056 25.3136 23.3931 32.8381 22.8589 22.2975 22.2568 22.8751 22.1495 21.9221 27.2072 23.5867 23.6832 23.9444
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 -0.87473648844905705 1.0483613175537825 1.0000000180025095e-35 0.6247898780741229 4.8263866747680533 -0.17630926381181156 1.0000000180025095e-35 1.0000000180025095e-35 -1.3263328046252252 0.4022431516292117 1.7621802667917166 2.1847129145757513 1.0454229551509682 -1.0968592592769404 -1.0282579537198486 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 14 -1 8 -3 -5 -8 12 13 -12 16 -16 -2 -18 19 -9 -11 -17 -13 -24 -7 27 -27 -26 -29 -30
right_child=1 7 3 9 -6 24 10 18 -10 20 11 22 -14 -15 15 21 17 -19 -20 -21 -22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=-0.00012884952817650907 -0.00015886028509730647 -6.7367223043126253e-05 5.456026079486519e-06 0.00042798688696294666 -5.7238786494081398e-06 -0.00015142133008385757 0.00026601891157122126 0.0008090842303914306 0.00042419415479455301 0.00012534186007645293 -7.1946790902382273e-06 0.00030022455230703293 8.331185225824041e-05 -0.00031272299529749121 0.0011547280007160694 -0.00016795918839919942 -0.00012455192875516358 0.00011242308408940329 -8.030354330224768e-05 -0.00048197449088078023 -0.00047530732309104503 0.0014974637114556415 -0.0019794026602523618 -9.2921234097033167e-05 6.8379688213034281e-05 -0.00016423309745784164 0.00042914874411543818 0.00014365157424489557 -7.652891400397374e-05 0.0016395793050828194
leaf_count=3396 32143 4821 34551 1153 103001 5981 2511 244 1384 6164 5839 2489 13496 1405 102 239 5376 3479 93376 110 278 28 40 383 15948 6243 350 2759 14607 35
internal_value=0 -0.0294781 -0.0158599 0.0348857 -0.0282192 -0.0610733 0.0554099 -0.0703101 0.0773659 0.157789 0.0773351 0.0559781 0.0308195 -0.0661765 -0.1174 0.407461 -0.125751 -0.0257967 -0.082088 0.446622 0.107545 0.0605908 0.246689 -0.267784 -0.0272914 -0.00936125 -0.135314 0.0119602 -0.0437867 -0.0769761
internal_count=361931 332372 232437 42146 190291 87290 29559 99935 6205 7595 26163 23652 20740 7244 41367 369 40998 8855 93730 354 6442 267 2912 423 45923 39942 6593 33349 17401 14642
shrinkage=0.000942322


Tree=2331
num_leaves=31
num_cat=0
split_feature=785 728 21 1464 854 927 401 821 712 690 564 854 896 901 500 1034 1459 1259 1036 217 487 280 626 700 434 845 764 1179 1176 120
split_gain=19.9944 19.6687 22.8413 29.775 22.4843 23.8238 23.3591 22.766 21.4422 23.9322 21.2424 21.2524 26.2034 24.5951 22.0733 21.5646 21.1995 20.7006 21.149 20.6377 20.3728 20.3674 20.3303 21.6057 21.4396 21.0046 20.2035 19.1699 19.0327 18.964
threshold=-0.86283290253235112 -0.49008176997875957 -1.0798509198017876 -0.10146673164146425 -0.87473648844905705 1.0483613175537825 2.6445107718578433 0.81031915139461763 1.0000000180025095e-35 2.5658375092775985 2.6712127747364134 0.6247898780741229 -1.1308725805994078 1.2335775482142182 -1.1032290430878311 0.71742563768805134 -0.38162664254115064 -0.81015406922973954 -0.70168191968324456 0.64462614534434626 1.3260330372096349 -1.3466882890892022 1.0489566847053258 -0.92102355117502022 -0.84295610847967406 0.30743828843881055 1.334072430122494 -1.0003099050878685 -0.53755242316703644 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 16 -4 8 7 -7 10 21 11 12 14 20 -6 -14 -3 18 -8 -16 -13 -10 23 25 27 -1 -9 -25 -17 -2
right_child=29 2 4 -5 5 6 17 26 9 -11 -12 13 15 -15 19 28 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0025621176734284489 3.7282176126929162e-06 -0.033689311934026037 0.0090307150684741742 0.0042282803591120891 -0.049520035913541399 0.017335539695546028 -0.010093766902407431 0.005125158981818769 0.036402511215833953 -0.041166143060166055 0.017739513000043623 -0.016806869273651937 0.0034598767445626422 0.020014377508706171 -0.013013666799185142 -0.027357018962416067 -0.0079221009534132594 -0.0041355007633310037 -0.13147254777715775 0.0093900148355206808 0.0172891181521963 0.0028141182861265448 -0.019474851050198479 0.062745331833947815 -0.0065991486297094486 0.039159414094960189 -0.048958135633200187 0.0072246627064617907 -0.0022345953555438212 -0.0011994868030192555
leaf_count=260 204130 270 2435 614 69 1028 22 1588 80 61 229 1016 3565 112 804 213 466 93 22 236 92 12677 448 36 2310 107 40 235 431 128242
internal_value=0 0.0464359 0.0653812 -0.213446 0.0799613 0.0588284 0.252243 0.290607 0.0333127 0.0878547 -0.058868 -0.0809288 -0.0266575 -0.336906 -0.312646 0.0459331 -0.523294 -0.829964 -2.36063 -0.241751 -0.43307 0.0944189 -0.119396 -0.0537884 -0.130155 0.446874 0.119872 0.461642 -0.304982 -0.012946
internal_count=361931 29559 26163 1350 24813 22378 2793 2656 19585 12818 6767 6538 5318 1220 1109 4209 736 137 44 1040 1108 12757 3396 2948 2581 367 1628 271 644 332372
shrinkage=0.032342


Tree=2332
num_leaves=31
num_cat=0
split_feature=785 125 119 197 789 150 746 1357 978 723 967 795 487 934 251 636 1145 836 635 727 807 729 291 156 279 1347 1382 80 772 223
split_gain=41.0488 30.909 42.0646 33.4807 30.6623 34.6426 35.3572 29.2769 26.7919 33.4293 35.1848 30.7383 29.5238 31.1558 28.7147 28.5137 26.0193 25.7951 25.2102 24.8116 24.3386 24.6214 25.4407 24.267 23.5878 23.059 22.5976 26.9935 22.3842 22.9203
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 1.7525974049969186 1.1248358748350926 -0.2067416126907046 0.66766320980544069 1.3962008022525787 -0.84748423066109979 -1.0570063487222232 -0.20966325464837607 0.73593705410083743 0.73241967011684705 1.0000000180025095e-35 0.88512648518100678 -1.8265538771660987 1.0000000180025095e-35 0.066575911429528137 -0.50842588683350443 1.0000000180025095e-35 3.5737384174799574 0.75637635299260908 1.9621894128872934 -0.27833450062436677 -1.1438953002515546 0.67705179624153933 2.0821293427259184 -1.3288940153948752 0.46395814504811084 -0.08978929813831317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 8 5 24 28 16 15 12 18 25 13 14 -10 -2 -4 -8 -11 -1 21 -18 26 -24 -3 -12 -23 -28 29 -7
right_child=1 4 7 -5 -6 6 17 -9 9 10 11 -13 -14 -15 -16 -17 20 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.2424128176770032e-05 -0.00059247592218734555 -0.0001718171988606809 1.4016538729491111e-05 -0.00025158564862264938 -9.4824406437928667e-05 -0.00014937368781157227 0.00023427180493249412 -0.00011933240522172164 0.00013755353934584698 -0.00011033878493491557 -0.00019777935552593202 3.4380833041804699e-05 -0.00016378859233151069 -1.2638239478168383e-05 0.00053579160776754526 -0.00013616059200529431 -1.4833377638338293e-05 6.0356790215513056e-05 1.9177233760537273e-05 0.00010850524252961771 -0.00060707467682663866 -0.00017427697440847885 -0.00014500188586762675 0.0010201106994169183 7.5387552549839465e-07 -5.4009759234341802e-06 0.0018044334386269961 0.00013046749584219057 0.00012351110301453796 4.1676135470014471e-05
leaf_count=12551 1307 4760 84936 8610 10198 4976 6879 14439 3950 14495 25524 5140 3272 5605 979 17877 30164 6279 24145 17008 493 13183 205 178 29181 4225 62 503 4780 6027
internal_value=0 -0.0271868 -0.0405554 -0.079932 0.010708 0.0283292 0.0804586 -0.0168696 -0.0690615 -0.0524369 -0.0754813 -0.137634 0.0532831 0.10703 0.237965 -0.169885 -0.00717946 0.156924 -0.0252322 0.0572652 -0.0534696 -0.0483727 -0.139665 0.471178 -0.0201671 -0.172831 -0.15885 0.319008 0.0104428 -0.044555
internal_count=361931 332372 259292 115129 73080 62882 28941 144163 106519 87335 73529 34889 13806 10534 4929 19184 129724 13158 38640 29559 44788 44295 14131 383 33941 29749 13748 565 15783 11003
shrinkage=0.000961169


Tree=2333
num_leaves=31
num_cat=0
split_feature=819 197 759 1243 289 1381 1185 8 623 837 1464 21 1452 1457 340 1272 1397 965 1452 1450 1457 1451 1467 1459 905 1465 358 356 899 1450
split_gain=19.3262 20.1457 27.5171 22.0693 21.0069 25.2927 25.718 19.8138 19.7993 20.4321 20.8579 26.975 27.299 27.8065 26.9549 24.4177 23.5472 22.6116 22.4204 41.2425 38.089 32.0441 25.7722 26.0851 22.7096 22.4122 21.5265 21.3373 21.0158 21.0037
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.7993186572179827 0.70682643479588625 0.20025105883786651 0.24693832605935337 -0.092421295071927631 0.71118092980102066 2.4730844549491207 0.7451066522233053 1.5993600128483978 -1.6471741456694959 0.85148356494928035 -0.39785226149588032 2.2393646291287701 1.0425293070791588 -0.21030135795580485 0.1463002810917281 0.15137389486705299 1.7997640778274977 -0.54187279531438171 0.20971383832489085 2.0795777984847859 0.097572730827532081 1.1596657345089836 0.69090217447751956 -0.083225130363699037 -0.48387765613865608 -0.51880849165213072 -0.50472565934813518
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 -2 5 6 -4 -5 9 10 11 12 29 -14 -15 -13 -17 -16 19 -12 21 25 23 27 -25 -20 -21 -23 -22 -1
right_child=1 2 4 7 -6 -7 -8 -9 -10 -11 18 15 13 14 17 16 -18 -19 20 26 28 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0052387681912903815 0.0013175671760505773 -0.0040111902679154706 0.072779403587414193 -0.0027825833340863111 -0.0091025121003845532 -0.012050813259373881 -0.014911446587517333 -0.018737038597882939 0.0039071479043010851 -0.0014863968481167904 -0.0023548337643629464 -0.00045046067908495111 0.020358189597680685 -0.020980611487148391 -0.028452374347041683 -0.00029778072611786916 0.0039786040050534509 0.083894389901187263 0.022974749876846244 0.02762645233073099 -0.0060198999050968521 0.034399197626655713 -0.02700993066787169 0.0038229574432926332 -0.026563718682585887 0.0053121793099429005 0.0032275666493628602 0.0072995911377147617 0.0042366734342307536 0.013740716575366988
leaf_count=554 15442 26356 100 3091 125 84 41 788 6766 62741 6607 200019 172 571 25 13229 14247 22 1139 332 1623 203 137 919 150 490 355 337 3236 2030
internal_value=0 -0.0582889 -0.108935 0.00141874 0.634166 1.10658 1.64135 -0.18985 -0.00150417 -0.00432226 0.00446662 -0.00123147 0.206735 -0.1979 -0.461912 -0.00414726 0.0560907 1.2277 0.0810549 -0.0108215 0.154788 0.32112 0.122083 0.191956 -0.0113213 0.525744 0.462274 0.538006 0.0300709 0.316422
internal_count=361931 46027 26706 19321 350 225 141 3879 315904 309138 246397 230869 3374 790 618 227495 27476 47 15528 7294 8234 3375 1746 1609 1069 1629 687 540 4859 2584
shrinkage=0.0336486


Tree=2334
num_leaves=31
num_cat=0
split_feature=1097 269 785 1470 713 332 395 475 1002 497 450 582 540 821 1221 1470 897 61 1272 759 356 1455 758 639 910 1037 1457 1357 955 663
split_gain=39.4513 50.4365 42.3388 36.2308 34.1057 29.2972 47.0264 36.8201 30.5784 31.3634 30.8235 30.7525 30.4006 31.3262 27.9872 27.7793 27.7377 26.7985 28.708 27.4871 30.5231 27.5024 26.9738 26.969 26.7785 28.4699 26.5953 26.584 26.0568 28.7507
threshold=-0.64966988391888181 -1.2832447556410924 -0.86283290253235112 -1.1417127449306028 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.69854289147193727 1.656418941702585 0.69231615738246322 0.55744534610710572 1.0000000180025095e-35 -1.0305144854359449 1.9111042213368361 -0.069427565105718306 0.57056369353234471 1.0000000180025095e-35 2.0742188206678471 2.6812892246095155 -0.34449904556995659 0.35881941651261778 1.13883314736912 -0.63504731868640552 -1.0077045757059171 -0.38621182807109167 1.339295830115254 1.0000000180025095e-35 -0.56067130660624642 0.49229175427632216
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 26 -3 6 7 15 9 12 -11 -10 16 -14 -15 -4 -7 19 22 21 -21 27 23 -19 25 -22 -1 -5 -8 -30
right_child=1 2 5 17 -6 8 28 -9 11 10 -12 -13 13 14 -16 -17 -18 18 -20 20 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=7.383192735084912e-06 -9.5673941080103985e-05 -0.00018841878720551324 -8.1883061969077021e-05 -3.7277250170061339e-05 0.00011695321230639992 -6.5680577254923164e-06 8.2566324077788838e-05 2.7002306364283043e-07 -9.8728501633007133e-06 7.3775568683251671e-05 0.00032683842681788765 -0.00021143503600600747 -0.00020907785196677282 6.8818347040263908e-05 -0.00017014022144811101 -0.00023931296525675133 -0.00018005708848005197 -6.9347536742405742e-05 0.00010005837328232199 -0.00010503785135779132 0.00070160968173920151 2.7291930609309164e-05 -2.3356785970206959e-05 -0.00024591353166146057 0.00034502136933194663 0.002686066599636596 0.00028247173244183495 -0.00015225967307104101 7.7949184775515291e-06 -0.00014931196205079795
leaf_count=10767 32744 1859 15237 28295 20222 20066 13025 15160 11601 7934 2488 4320 2524 40951 2251 14972 5497 8126 2667 777 139 16196 7353 20284 697 60 1923 23430 23380 6986
internal_value=0 -0.00619964 0.00522651 -0.0599117 0.0942366 -0.00585263 -0.0387243 -0.103218 0.0174905 0.0339407 0.137496 -0.0657677 0.017695 0.0476841 0.0586853 -0.157126 -0.0452114 -0.0762328 -0.132864 -0.0479461 0.267474 -0.0557572 -0.154794 -0.195203 0.569692 1.39375 0.0564639 -0.0859767 0.00726637 -0.0293213
internal_count=361931 241217 208473 120714 22081 186392 88760 45369 97632 81711 10422 15921 71289 45726 43202 30209 25563 108024 38430 69594 1673 67921 35763 28410 896 199 12690 51725 43391 30366
shrinkage=0.000980392


Tree=2335
num_leaves=31
num_cat=0
split_feature=785 728 647 590 1080 1022 1016 1044 1110 471 544 139 805 1388 1382 846 146 20 150 421 852 1098 1188 1442 1043 1077 495 977 1071 345
split_gain=39.1075 29.7736 26.7269 64.0266 25.6865 26.0845 33.863 28.5444 29.5221 25.8773 24.6624 23.7897 22.7351 22.6699 26.1057 22.5233 22.0788 26.1091 21.9507 22.5957 24.1351 23.8923 22.3531 21.5983 21.1268 21.103 20.9927 22.3884 22.5806 20.9609
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 2.2092738772757108 1.0000000180025095e-35 1.0000000180025095e-35 1.1229016119054622 -1.1262331206110605 2.9395468797111257 1.0000000180025095e-35 1.8341961866858918 1.0000000180025095e-35 1.5587210550865345 0.67615355785970743 -0.53268848306471728 2.888475460910541 -0.37168563270387045 -0.45926076786608272 -0.84152664031876678 1.0000000180025095e-35 -0.65750918523183322 -1.2008804055030351 0.2363784148266897 1.3190612693847719 4.2406324835638474 2.3511132371140957 1.7202173157917573 1.0000000180025095e-35 -0.15232342428605333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 3 -3 5 6 7 8 -2 -6 24 18 -10 -9 -15 -4 -17 -18 -7 -20 -21 22 -22 -19 -1 -23 27 28 -24 -26
right_child=1 2 15 -5 9 11 -8 13 12 -11 -12 -13 -14 14 -16 16 17 23 19 20 21 25 26 -25 29 -27 -28 -29 -30 -31
leaf_value=6.6232925427647991e-05 -0.00034972668531308522 -6.8048334441217582e-05 -2.3035844374203409e-05 0.00043945500655020531 0.00010802322311978268 -3.2497857749173125e-05 -1.7007985733960774e-05 -0.00029054885585896216 -2.2035518491409856e-05 -0.00080808814206455271 -4.6817242679024516e-05 -0.00012755290632616479 -0.00015509910145269112 0.00018875751236011588 0.0031710407391662213 -0.00010838561637297145 -0.00027028986218649722 0.0014617423146794043 0.00010132978649749157 -2.0596415473490282e-05 -0.0004595010585017808 0.00013426045392825296 0.0001302864944496281 -2.9209795242734967e-06 3.9938471342118774e-05 -0.001860458753926367 -0.00049216677822612746 -0.00051567562682830188 -0.00015425820240267505 0.00046623131762659311
leaf_count=19068 3596 4821 29774 1384 7801 45322 54880 7814 23954 135 8361 6989 13473 89 24 63616 158 113 13020 38158 544 10154 4378 69 871 22 309 299 1476 1259
internal_value=0 -0.030067 -0.0683617 0.0798942 -0.0173142 -0.0222014 -0.0514664 -0.107246 -0.0829014 0.0976055 0.0524754 -0.00188398 -0.06522 -0.280204 0.947059 -0.080198 -0.108596 0.456624 0.00513902 0.0280724 0.00918592 0.072601 -0.0212747 0.972429 0.0909411 0.135481 0.00886503 0.0353238 0.0623348 0.2998
internal_count=361931 332372 99935 6205 232437 224501 103830 48950 41023 7936 29559 120671 37427 7927 113 93730 63956 340 113682 68360 55340 17182 7006 182 21198 10176 6462 6153 5854 2130
shrinkage=0.000961169


Tree=2336
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 747 647 590 727 746 705 909 520 1002 913 846 146 138 18 209 73 912 783 632 1087 18 65 282 1396
split_gain=42.6081 33.9548 30.4748 35.3334 28.6609 32.8137 28.1114 26.2223 62.8626 26.1936 24.1269 24.0093 25.7275 23.3941 23.3422 22.7801 22.682 23.1925 32.5824 23.3766 22.619 22.2957 27.3191 24.3631 23.1173 23.6681 23.0595 22.6107 22.1099 24.4972
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 6.1031850957970919 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 1.0000000180025095e-35 -0.0050352993931598944 -0.62658750036069699 1.5103007336851382 0.69854289147193727 -1.0282579537198486 -0.53268848306471728 2.2368666814773395 -0.98223957276639073 0.96372854793908636 0.23696906566319156 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 -0.97694724628095508 0.77605621623814935 -0.94278280720258245 -0.22066983381662078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 -4 5 6 10 8 -3 -5 28 -1 -13 -12 -11 -7 -9 -18 19 -19 -16 23 26 -17 -25 -26 -23 -24 -2 -30
right_child=1 7 3 9 -6 15 -8 16 -10 14 13 12 -14 -15 20 21 17 18 -20 -21 -22 22 27 24 25 -27 -28 -29 29 -31
leaf_value=-2.5301968789354911e-05 -0.00037176483084696931 -7.1484694477824012e-05 5.5709260249258407e-06 -0.00011211286222539583 -5.7105885774078629e-06 -0.00015814368858634495 0.00063659714952487548 -2.5309354757563103e-05 0.00044061074948615215 0.000268195196847703 -7.4565786640714036e-05 -7.3144051929225571e-05 0.00013531701509488168 0.00025770057343493346 -0.00040232116565845454 7.3579598081785114e-05 -0.00011768062882655249 0.00056874710817522961 -5.2156841583930964e-06 0.0024870884306132449 0.00022594657649752968 0.00044160472830124593 0.00076241039495243169 0.00014756523003822588 -7.8543449639735882e-05 0.0016933578716207588 -0.00020310872552507453 -0.00049581886225044626 -4.5566806787995979e-05 -0.00020727624010165712
leaf_count=10316 5009 4821 34551 1294 103001 5981 169 29774 1384 5339 6267 3120 16123 1053 480 15948 62243 292 1388 33 482 301 240 2759 14607 35 5942 110 11935 16934
internal_value=0 -0.0296105 -0.016008 0.0362162 -0.0287297 -0.0626546 -0.123161 -0.070428 0.0761982 0.165008 -0.129669 0.0564207 0.102366 -0.0160256 0.219459 -0.0261744 -0.0821274 -0.11058 0.150268 0.786913 -0.079953 -0.00799782 -0.134911 0.0134922 -0.0431186 -0.0758999 -0.173915 0.456774 -0.167957 -0.142721
internal_count=361931 332372 232437 42146 190291 87290 41367 99935 6205 7595 41198 29559 19243 7320 6301 45923 93730 63956 1713 325 962 39942 6593 33349 17401 14642 6243 350 33878 28869
shrinkage=0.000980392


Tree=2337
num_leaves=31
num_cat=0
split_feature=470 464 115 327 718 601 1373 1453 1450 18 527 779 902 473 1155 1180 486 1184 766 789 1246 981 381 1029 626 864 796 1452 693 284
split_gain=19.9051 37.6694 24.866 23.9329 22.3455 25.3486 25.3953 24.0005 24.1122 23.7888 25.1588 22.3245 22.1786 21.3112 32.8906 21.128 21.1811 20.3691 24.0579 19.9916 25.6701 24.8149 26.9684 24.0154 22.7512 26.6779 27.4543 24.9506 26.281 24.4176
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3947035982071894 1.9934831530762243 1.0159173274103563 1.0000000180025095e-35 0.8569055847881154 -0.1017214211446585 3.6176807478336879 -0.77907442020361761 1.9849653232297506 0.062117042760258936 -0.31703918807720494 2.9797228729073066 1.1083433489484751 -0.058954281280675903 1.7063927532316903 -1.234125691833232 2.7110126223578095 1.1248358748350926 1.8833302095857707 1.469577105443127 1.0000000180025095e-35 -0.36620993273385999 -0.34965070266696835 -0.31720521507743832 0.38087715954262297 -0.44066592451945163 -1.719798373619541 -0.15476048814562224
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 -7 17 -1 11 -11 -13 -5 -15 -12 -17 18 -9 20 24 22 -21 -23 -2 29 -27 28 -28 -26
right_child=19 -3 -4 13 -6 7 -8 8 -10 10 15 12 -14 14 -16 16 -18 -19 -20 21 -22 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0073277529271389662 -0.00030344806511845701 1.7932742281347367e-05 -0.0072332285158957007 -0.010258033063096245 0.001810862153529691 -0.0067447835756652003 -0.0033237272828342216 -0.016899264226445374 0.041792646538692323 0.0022343364994586354 0.0026569753185188786 -0.011993167739283335 -0.00068020444880863859 0.19233920691361983 -0.036033471972916849 0.013195236466832884 0.04654422024401407 -0.00035734647065801617 0.098589635509031368 -0.00057501867232389973 -0.0031058260773056089 0.0072271038384584506 -0.0049854706173033635 -0.0043967910039992911 0.00065958080229543495 0.0012690560710151917 0.040874028815344229 -0.0039894406570907814 0.00077635615542694493 0.0038827867427978311
leaf_count=2091 63581 89765 8797 3658 9268 14355 14920 995 46 11567 852 1816 3967 21 20 605 72 7741 23 18206 8778 2018 8807 942 16477 36728 83 8686 5632 21414
internal_value=0 -0.028238 -0.0757057 -0.0621286 -0.0530625 -0.0736595 -0.0343063 -0.154831 -0.0390818 0.0240498 0.0514174 0.0179405 -0.130208 -0.335607 2.85238 0.316476 0.613192 -0.054317 -0.518286 0.00690735 0.0164489 -0.0469072 -0.0708149 0.13011 0.0226788 0.0444072 0.0126343 -0.0659685 0.0419073 0.0884899
internal_count=361931 170579 80814 72017 68318 59050 35890 23160 8805 20970 18879 17350 5783 3699 41 1529 677 8759 1018 191352 161379 29973 27013 2960 152601 89020 51129 14401 5715 37891
shrinkage=0.0287187


Tree=2338
num_leaves=31
num_cat=0
split_feature=1442 705 497 906 1248 416 623 766 1326 1104 1045 834 1049 503 655 787 838 636 969 1173 834 1174 970 915 495 803 1260 764 1152 859
split_gain=19.7487 25.3635 35.3346 26.8935 31.3538 28.8216 23.0769 30.4286 33.069 25.5709 26.3295 24.9787 22.9707 22.8028 22.8025 24.5014 22.7248 24.6386 22.3837 23.8201 30.3777 25.4969 22.0693 21.9599 21.9599 23.0217 22.7592 22.5623 21.8562 21.6926
threshold=-1.2625182715263061 0.62026487867602198 2.4192885550665473 0.20329953201512105 -1.2914965740898554 3.2292583109233575 -0.024657624075993714 -0.17791876024487227 2.5437259655734823 -0.48132467439575316 -1.3869055513721766 0.90101761904689648 0.56378428321114848 -0.94607543640072678 1.0000000180025095e-35 0.90089217413124356 -0.801709893268019 -1.519346658365577 0.1569134256710574 2.437247391288011 -1.1201393947658513 0.83653864443341286 -0.72753675741081758 -0.72660702475181571 -1.1493023619512306 1.9682860324222273 2.1521838591562408 -1.0227122317924267 1.0000000180025095e-35 -0.54135187694831066
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 6 3 14 -5 16 7 11 -9 23 -11 22 -4 28 24 29 -6 -18 19 -15 21 -21 -2 -8 -3 26 -26 -27 -1 -16
right_child=1 2 12 4 5 -7 9 8 -10 10 -12 -13 -14 18 15 -17 17 -19 -20 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0034321473151917902 0.0026714294821230181 -0.0063843202130530333 0.0094616747818471545 -0.016142835832722011 0.0024439488654151996 0.025836770653258782 0.0025414347789148467 -0.0025141530672149531 0.015726509522873265 -0.0086574405217077419 0.001072772201581255 -0.0032526109469551115 0.000449226728055142 -0.0030824428135160023 0.0026759921316313277 -0.0061643223310332285 -0.014494024819602467 -0.0014700376345410592 -0.00026653970691670436 0.011069130484780868 0.0013304979374911925 0.056316063175555646 -0.00038332049502365649 -0.0021173714857589008 0.0026303881200291177 -0.022883138275904557 -0.0075961359040161427 0.011728741236336687 -0.0036347734953877933 -0.00056483996166926649
leaf_count=7377 11680 1297 2386 676 5544 122 4494 45108 366 1104 62290 8511 1392 39927 10245 2062 734 20454 29147 192 1683 111 32613 22406 25392 70 876 1181 2685 19806
internal_value=0 0.0010148 0.0304869 0.0211245 -0.0382101 -0.0279737 -0.0149337 -0.0407645 -0.088356 0.0105818 0.0346411 -0.00401759 0.229678 -0.0431837 0.0461706 0.00653633 -0.033426 -0.067917 -0.0601156 -0.101673 0.177652 0.998559 0.0174378 -0.0497573 0.091382 0.102509 0.0880155 0.378681 0.0650749 0.0216629
internal_count=361931 280809 92237 88459 27530 26854 188572 98278 45474 90294 63394 52804 3778 81122 60929 32113 26732 21188 71060 41913 1986 303 44293 26900 28816 27519 26268 1251 10062 30051
shrinkage=0.0265317


Tree=2339
num_leaves=31
num_cat=0
split_feature=785 181 728 1134 1237 50 56 893 1462 1292 48 629 911 290 207 771 597 1039 21 1312 140 1362 423 1244 1400 78 21 1469 692 1458
split_gain=44.1561 32.7293 26.5704 25.8485 28.624 25.5541 34.2505 28.5652 25.3349 26.1637 25.3641 24.539 28.8319 24.3197 24.8936 23.2926 23.052 22.908 23.0276 23.0235 28.9105 22.738 22.4399 22.3866 22.2701 30.0652 31.4143 30.0441 25.5939 26.8299
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 1.0445639817206116 1.4298092310842805 0.55630078546380823 1.0000000180025095e-35 1.6744786423712141 2.4311348892447744 4.2723572642285665 3.4405776206259158 1.7152085040206202 0.025204550405895386 2.1089670232183031 -0.084806946168647548 1.7487876615322582 3.1596628491584919 0.2598797497308088 -2.7818205974049124 -0.48898691518614618 2.2495871450723777 1.8627633281097242 -1.0948609050620843 -2.0027994516645182 0.55163064745398283 1.3508666522127906 1.0000000180025095e-35 -1.0706168552173836 2.1091726005644724 -0.36867865879579104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 21 6 8 13 9 10 17 -7 22 14 -8 -16 23 24 -19 20 -20 -4 -13 -3 25 26 27 -2 -26 -30
right_child=1 16 3 -5 -6 11 7 -9 -10 -11 -12 12 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.00012204349393785702 0.00023804016150064193 -0.00067369541294495891 8.4234290465356269e-05 0.00024214455434305992 -0.00020102535743072184 2.9222271829339307e-05 -4.0065452881669547e-05 -0.00011157311417081512 0.00014774863490633802 0.00058847735145401466 -0.00054525825298309808 0.00050039725451391708 -0.00024815340356001156 0.000111002917505423 3.0914926020948218e-05 -0.00042260086349396711 0.000466505016767389 0.00063121068094766078 -7.4612747982874284e-05 -0.00020041062592680685 0.00061504297081805973 -0.00024976333847719068 -3.2304942950379726e-05 -7.3410448449804543e-05 -0.00016345446599790118 -0.00020450957779549563 -6.4842659100509929e-05 1.3928016790882779e-05 -0.00052822157139401288 0.0011346091268943802
leaf_count=3396 3230 491 20343 3309 1683 58217 45934 13656 2374 201 797 333 2849 6966 44144 478 298 150 8879 17262 302 828 2546 69031 11074 5188 22104 15642 88 138
internal_value=0 -0.0280679 0.059515 0.0813302 0.0562737 -0.0175372 -0.0315273 -0.00799902 -0.071474 -0.0795792 -0.082377 0.0185963 -0.114831 0.00304595 -0.00689617 0.0285544 -0.0790197 -0.078535 -0.146621 -0.154387 -0.0503985 0.0771274 0.0344791 -0.082798 -0.0524577 -0.0297978 -0.00935673 0.0650823 -0.157804 0.652578
internal_count=361931 332372 29559 26163 22854 262552 198607 111178 87429 85055 84854 63945 5728 97522 90556 44622 69820 84057 26593 26443 9181 21171 2879 69522 57464 46164 40976 18872 11300 226
shrinkage=0.000923845


Tree=2340
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 727 784 852 1307 815 1016 561 21 77 1092 539 740 1266 635 767 570 1145 1444 1393 15 657 636 50 701 697
split_gain=50.9513 35.9535 31.4672 27.6759 69.0641 26.4967 25.9903 28.0826 32.105 25.5791 37.8765 23.8606 23.792 24.6807 29.0837 26.744 30.4053 24.8849 30.7933 23.7581 23.5937 23.3323 27.2004 24.476 26.4753 23.2732 23.0464 23.4416 22.8933 24.3456
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.9594655836162902 1.0747610123934368 1.3390041783085433 1.0000000180025095e-35 1.0000000180025095e-35 1.4862832230723366 1.0000000180025095e-35 0.95053894427522623 2.9499917481720264 1.0000000180025095e-35 1.0000000180025095e-35 -1.0835298312780322 0.38565440839525605 1.1233556138015588 -0.48460852809644533 1.0000000180025095e-35 1.0000000180025095e-35 1.0000664701127471 1.5679606608929513 2.2603408215975165 2.4129057422810987 1.4829784501753427 -1.6742589776458892 -1.3822105684158716
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 -3 -1 9 25 -9 10 11 -2 -7 15 -15 16 -14 18 -18 28 21 22 -5 24 -23 -8 27 -22 29 -11
right_child=1 3 -4 20 -6 12 7 8 -10 19 -12 -13 13 14 -16 -17 17 -19 -20 -21 26 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.1177641338826025e-05 -0.00018041935101653338 -0.00015533211271719882 -0.00016429340368219773 -2.9500611188346206e-05 0.00036680502527927189 -5.8425098545900224e-05 -5.3805031370804782e-05 0.00013327519507073647 -0.00033970601538393171 0.00069334033991868009 -9.4046439891202457e-05 -0.0004229307560665327 -0.00019363268038080422 0.00041818550276657166 -0.0020512032893272264 0.00019170750050925885 -9.8983715950083179e-05 0.0002375767483889092 -0.0021195489192076637 -0.00015602838208554767 -0.00021430788851069382 -0.00018657173030825992 -0.00024745784985607757 -0.00045988044495462715 0.00033074395540863154 -0.00032126984811848495 0.00024891597310875845 -5.4428509884312196e-05 -5.650140648132033e-05 -0.00023916416155772259
leaf_count=12551 30661 4821 35150 16704 1384 6893 28285 5403 778 112 38883 3660 2366 1537 28 4311 133 1695 45 14374 55011 9800 4395 1911 560 1375 602 4747 69207 4549
internal_value=0 -0.117282 -0.103324 -0.158336 -0.00974897 -0.0227718 -0.0933841 -0.0417842 0.0865839 -0.105723 -0.139823 -0.208232 0.0358057 0.10696 0.391521 0.0634487 -0.0502844 0.163326 -0.597261 -0.0829537 -0.170036 -0.117649 -0.0711116 -0.209939 -0.159886 -0.0695545 -0.200554 -0.205932 -0.0678024 -0.220836
internal_count=361931 332372 232437 99935 6205 29559 197287 35841 6181 161446 73204 34321 17008 10115 1565 8550 4239 1873 178 88242 93730 33370 21099 12271 10360 29660 60360 59758 73868 4661
shrinkage=0.000961169


Tree=2341
num_leaves=31
num_cat=0
split_feature=785 1465 1452 1112 1080 727 491 269 898 824 693 1097 1470 1391 351 564 767 491 153 50 332 395 60 723 340 1436 0 274 1431 1449
split_gain=19.9668 19.2181 25.6537 20.1857 21.7731 20.2577 20.2313 20.1646 23.1759 26.542 20.1218 20.0337 21.519 20.3111 27.4492 20.0099 19.9104 19.225 19.0828 19.01 28.7634 28.9297 27.0009 30.4094 34.037 27.637 27.1766 32.9675 26.9964 24.8074
threshold=-0.86283290253235112 -0.41120921193798426 -0.63504016340352343 0.58598135503539051 -0.44846366994746462 -0.682906484622256 0.027240771394173479 -1.2832447556410924 -0.74032093236002827 0.75611995916372343 0.6215595614394549 -1.2571877020351898 0.47065724973255091 0.20977175484202834 -0.39874519295338978 -1.1846306709707535 -1.1414481176850055 0.42611498640487083 -0.91068974075750087 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0570063487222232 1.8162821653890682 0.60428344764309971 0.44568429668504622 1.3302684966251519 1.0000000180025095e-35 3.2170583542686928
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 16 8 9 -3 17 12 -9 -13 15 -15 -7 -5 -10 20 21 22 23 -2 25 -25 29 -28 -27 -24
right_child=19 7 3 10 -6 6 -8 11 18 -11 -12 13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 26 24 -26 28 27 -29 -30 -31
leaf_value=0.0045482755035764046 0.0014046573974092283 0.017965856766660432 -0.016483332443367534 0.0037552241692513227 -0.0080173699253799323 0.044656614808909631 -0.0055879443804602424 0.00067137239467789155 -0.015856816605956631 -0.020820424397952723 0.0129056957527905 0.0022383773128398527 -0.017811700022203794 -0.038901215825125478 0.010855111815764679 0.0025165820544172687 0.0041303529012143162 -0.012834819046793657 -0.0015533280230596164 0.00042553923483841375 -0.0001592843860546624 -0.00048196126734546655 -0.012610898730548395 -0.0039864962354704278 -0.013640583740359456 0.00375860904281836 -0.002919026558924967 0.038412040331471671 -0.0053123684706441222 0.034718243824639353
leaf_count=2928 9759 317 398 963 3268 50 1171 1047 663 116 635 8761 355 49 3414 2183 1717 431 1093 78245 135922 47020 6861 39596 3800 5276 2597 121 3100 75
internal_value=0 0.0447314 -0.0244337 -0.083803 -0.14214 -0.0188015 0.0349346 0.0891634 -0.107618 0.330738 0.105202 0.116076 -0.12812 0.140569 0.242195 0.0524921 0.176769 -0.0374262 -0.223033 -0.0146372 -0.025575 -0.0581258 -0.0992838 -0.0812059 -0.112134 -0.0961372 -0.275977 0.0184663 0.0294159 -0.393619
internal_count=361931 29559 11561 8633 6604 3336 2938 17998 2189 433 2029 15809 1402 14407 5646 2232 1767 1394 1756 332372 254127 118205 71185 61531 51772 47972 9654 2718 8376 6936
shrinkage=0.029879


Tree=2342
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 858 1260 425 560 1365 1005 634 1181 491 937 350 982 151 57 361 779 1183 597 487 1122 705 580 1182 828 972 1190 1380
split_gain=19.7738 38.5423 30.2342 21.013 24.44 24.6994 21.6775 24.2596 26.5299 22.8046 24.1912 21.1007 21.4853 21.0257 24.7228 21.2783 21.6616 20.2233 25.3293 24.2068 19.9336 19.8057 24.7422 19.9679 21.4056 21.0715 23.1782 21.0007 23.2346 22.0123
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 1.0825608069246189 -0.96415426366147361 2.5071114709212377 0.54670472884844867 -0.42638832581415231 0.27289850120487624 -1.2831242974873747 -0.068695701894179506 1.033097487508106 -0.58363259351866237 -1.6019668770807209 -0.40071516144928043 -0.34187931234656543 -1.0000000180025095e-35 1.836437822131981 0.16524492904488489 -0.55553034955703773 3.1596628491584919 2.2811417240063645 -1.0441515723589503 0.67165941385979033 0.36301472974781873 1.1231166174647174 3.3276699733699799 0.2080884670772146 -0.17443272604656521 -0.78838997176323933
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 17 7 8 -6 -8 -11 12 -5 14 15 16 -9 -4 -19 -20 21 23 -23 25 -25 -3 -27 -26 29 -29
right_child=-2 20 3 11 6 -7 9 13 -10 10 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 24 27 26 -28 28 -30 -31
leaf_value=0.0021872138096155186 0.00019756141971555033 -0.00016534270803694544 -0.018660822646351029 -0.0084908872267983188 -0.0048690882334470114 0.089842612362437707 -0.015838401664740858 -0.023428087611729726 -0.013759523009351437 0.0042746427834021907 -0.003634656505344292 -0.010427265494585551 0.0055986634554723042 -0.0034033505616941325 -0.0040765886495527388 0.10391662677190695 0.083896836942375333 -0.013850882867731571 0.02556366890397016 0.17406540033588147 0.012390493718934855 0.029218299651329722 -0.0084296623135473505 0.00054820259319991369 0.0081592593994763134 -0.0050594465843897211 0.03477390154010588 -0.014971311332156182 -0.010022731707951323 0.01167921944086342
leaf_count=5995 197825 50982 1951 859 9332 22 1057 61 6554 6259 5020 807 4102 32292 190 50 29 65 23 20 606 123 3139 19659 4332 8571 90 229 901 786
internal_value=0 -0.0291769 -0.0771536 -0.0976106 -0.114782 -0.441963 -0.105515 -0.134826 -0.237104 -0.0111679 0.0155407 0.0370305 0.0961958 -0.0951661 0.720988 1.65785 0.655033 -0.47771 0.720853 2.41152 0.000117069 -0.00306313 -0.202676 0.00281435 0.0526229 -0.0216324 -0.136213 0.161755 -0.0311643 0.187836
internal_count=361931 164106 74688 68693 62925 2081 60844 48508 15886 12336 11279 5768 4961 32622 330 140 90 2059 108 43 89418 88812 3262 85550 25907 59643 8661 6248 1916 1015
shrinkage=0.0336486


Tree=2343
num_leaves=31
num_cat=0
split_feature=476 1097 785 1470 21 713 210 21 1469 57 1468 1454 208 1252 402 958 622 56 562 1455 1463 153 1181 420 1465 1457 1456 928 418 632
split_gain=40.666 42.8808 39.3137 35.0548 31.6501 30.9344 28.8058 32.5203 43.9476 32.6147 30.7164 43.9464 32.0552 29.7203 29.01 43.2278 32.2211 28.9958 27.9055 26.7667 31.7491 26.2105 26.0816 25.9083 25.7744 28.781 25.8978 25.6014 25.5707 27.3823
threshold=-1.0099296266851885 -0.95342879297703587 -0.86283290253235112 -1.1535394197080833 1.189441983669046 1.0000000180025095e-35 -1.5255039139934115 -0.32341995197817647 -1.1256941366283033 1.4243427035504792 0.38892790084257617 -0.88587582313006108 2.0281345528622965 1.1286095911620906 -0.92710518500779682 1.0000000180025095e-35 -0.32633401482657498 0.58160213896575708 -0.62108998981142427 0.35881941651261778 0.63242675378998692 -1.0819196679717293 1.8940970431627935 0.95959656780921843 0.2596866816849363 -0.23346517320048474 0.32895061178289459 -0.52992354128753727 1.3578225241611832 -1.9105277061999291
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 3 5 -2 28 -3 21 8 -8 10 12 -12 13 24 15 -9 27 18 -18 20 23 -4 -15 -1 25 -10 -27 -16 -5 -30
right_child=1 2 6 4 -6 -7 7 14 9 -11 11 -13 -14 22 16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-9.7098844068929495e-05 8.1427683691219583e-05 -0.0001794081733093099 5.4614551666960895e-05 -9.5992850292462239e-05 0.00015429594869191838 0.00010697306186566355 0.00016740450052972198 -0.00027982252516230415 -0.00017825785106914024 0.00020238855056083825 0.00063151549275487903 5.9692855627516047e-05 -0.00038018957969662817 9.8575826931100171e-05 8.0129929486484367e-05 5.9452727943844812e-07 1.0537587552621095e-05 2.9612683921628695e-05 -0.00011272084298045544 -1.7266683370536375e-06 2.3264189473348855e-05 -0.00032499009825710616 0.0008541056349693285 -0.0002453591729661438 5.2105664517288726e-05 3.6979424049446544e-05 -0.00023732431413219589 -1.3651466207504419e-05 0.0009171560004610969 -0.00033674039830054319
leaf_count=52272 6179 1923 1564 41187 2284 20813 8632 5939 10690 3494 621 9732 1542 4659 19766 5463 11901 12991 34216 23572 11359 3260 194 9353 7896 8795 2255 34953 97 4329
internal_value=0 -0.0117014 0.00108975 -0.0752803 -0.100349 0.085576 -0.00951076 -0.00563075 0.0376555 0.00999266 -0.00680758 0.0993301 -0.0385968 -0.0254933 -0.0252856 -0.137564 -0.0154568 -0.0518409 -0.0809817 -0.0710065 -0.0971071 -0.19986 0.137659 -0.121535 -0.0524717 -0.094589 -0.0149401 0.0211807 -0.116456 -0.308623
internal_count=361931 265375 211299 54076 47897 22736 188563 183739 58510 49878 46384 10353 36031 34489 125229 11402 113827 59108 46117 96556 72984 4824 4853 61625 29636 21740 11050 54719 45613 4426
shrinkage=0.000980392


Tree=2344
num_leaves=31
num_cat=0
split_feature=733 913 1450 1097 424 841 69 824 558 570 626 1255 365 966 411 1311 145 639 236 12 760 1145 1061 79 547 317 912 63 125 830
split_gain=19.5241 21.0282 22.1642 23.0333 22.8853 23.5185 21.8497 21.9102 27.511 45.2683 23.543 24.8467 23.639 21.923 23.7534 21.0766 20.5753 30.5071 22.8925 20.8721 20.4208 20.2459 26.7381 25.1271 24.2872 22.4266 22.5911 23.6045 22.741 22.2712
threshold=1.0000000180025095e-35 -0.4420489926752047 4.1029843513846318 -0.64966988391888181 1.3871529842699448 -1.0083001302904344 0.64361014068089484 -0.69589710308128683 -0.96172009279442772 -0.43879964062204763 0.73641872104671235 0.69173952600150834 -0.013739533492643055 0.20299367403681112 0.9694329222677277 3.6225485867211153 2.3767492767700609 0.37841762513245808 1.0000000180025095e-35 0.48551944363850447 4.8379708361776244 1.0000000180025095e-35 -0.38155117396371013 -1.7985548940626006 2.2607263609058417 1.0000000180025095e-35 1.2243573862344648 1.3511713443604756 0.58518330826110332 0.61526171830939214
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 15 3 4 -3 -6 7 8 9 -7 11 -10 -12 14 -13 20 18 19 -5 -18 -2 -1 25 -24 -25 29 27 28 -27 -23
right_child=1 2 -4 16 5 6 -8 -9 10 -11 12 13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00040529270649525821 0.00036285871320410203 -0.0076349769942723614 0.019925531475912629 -0.00010691110698728313 -0.018421361257727819 0.035411072089106342 -0.016843462226291257 0.0051687630030787402 -0.0044129715542989027 0.25687011804777099 0.14481938150697996 0.11040763313533168 0.020880752138290506 -0.027912031129541257 0.0026644353363969842 0.02861528668949051 -0.006817069688006978 0.04341714392131199 -0.0049092497953104053 0.040036610112929923 -0.018678155470826172 0.00028270653439712727 0.023716181699965311 -0.0019375168656825099 -0.0093479840742777872 -0.0031596573343818666 0.0067535089928885284 -0.0086453621252863891 0.0058409805369742445 0.0049528217785159709
leaf_count=190341 27432 13078 233 15731 488 20 233 701 185 20 21 32 24 25 20 168 388 147 12211 71 539 21850 229 49867 4096 8584 1550 4147 1876 7624
internal_value=0 -0.0475818 -0.0829527 -0.0879713 -0.186279 0.136848 0.313361 0.486798 1.00218 3.32694 0.76597 0.459872 2.45719 1.5516 2.23234 0.00792778 -0.0518886 0.398557 -0.0615051 0.0539947 0.00192609 -0.000959993 -0.0289162 -0.0670324 -0.0706426 0.0107603 -0.0625345 -0.0929983 -0.0359703 0.0460811
internal_count=361931 71767 43628 43395 14847 1769 1281 1048 347 40 307 262 45 77 52 28139 28548 606 27942 459 27971 290164 99823 54192 53963 45631 16157 14607 10460 29474
shrinkage=0.0336486


Tree=2345
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 706 967 848 705 909 422 89 21 501 978 357 1187 269 1450 566 597 1244 972 470 900 252 878 356 635 907 1240
split_gain=39.1409 30.7756 25.3668 46.6353 24.8772 27.4572 26.3318 24.0325 24.7417 22.8449 28.716 26.7397 25.5995 23.6355 25.0816 22.4618 24.5661 23.7652 22.51 22.4476 22.2177 21.83 21.7385 28.605 25.728 25.6868 22.0538 21.8255 21.5968 21.581
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.2757743684523109 1.9880014365130207 0.014505950737356355 -0.0050352993931598944 -0.61997034091757075 -1.2415873250643052 -0.83154460667102204 -0.70163543588998201 -0.6455790061835861 -0.86739898370003232 2.886903547609418 1.2584150122141946 0.85216676757878052 0.074398950847232179 2.1710320005650359 3.1596628491584919 -2.0027994516645182 -0.16688081132366159 1.0000000180025095e-35 1.0286234389202329 0.46192366645804389 1.0000000180025095e-35 1.5763124313299337 -0.049303573067384199 3.0421924527387119 1.3470351011300219
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 5 9 22 -1 -9 10 -2 12 -11 14 -13 18 17 -17 28 20 -3 -16 23 25 -24 26 -6 -26 -8 -18
right_child=1 19 3 -5 6 -7 15 8 -10 11 -12 13 -14 -15 21 16 29 -19 -20 -21 -22 -23 24 -25 27 -27 -28 -29 -30 -31
leaf_value=-2.9993770045975958e-05 0.00011429171658304145 -0.00071454333085249155 1.8828404370248749e-05 0.00038160653294605588 -0.00015275154674047301 -0.00017489979121804796 -0.000122699324627914 -7.2802446806555538e-05 0.00013080927922768409 0.00019166014000025379 -0.00018960619811690836 -0.00012012962694779312 3.1814187860977741e-05 1.1352774813106743e-05 0.0017966563659777696 0.00026558675145459647 -0.00032290302074179937 -0.00010627181543177542 0.00015677475891364009 0.0004863006605645635 -7.9159444764203771e-05 -0.001026755462601375 3.1968758645806247e-05 5.9878022727730069e-05 1.3256904305085121e-05 -4.4781268503073403e-05 -0.00057129996839313016 -0.00016049830611369255 0.00059165487782052704 0.00041347574760169968
leaf_count=10316 2312 491 10762 1780 17225 4719 44867 3175 16068 6778 7190 9678 15473 55849 61 2634 1218 1327 1421 298 69031 25 37274 7535 6248 19759 1115 6852 268 182
internal_value=0 -0.0308837 -0.0206674 0.0724868 -0.026061 3.86897e-05 -0.0460332 0.0517979 0.0979549 0.00747645 -0.110234 0.0172483 0.0852197 -0.00420375 -0.111633 -0.091547 0.048008 0.143227 -0.110162 -0.0803337 -0.0840676 1.17718 -0.0246341 -0.0659006 0.0040114 -0.0957985 -0.179829 -0.0788722 -0.121088 -0.205528
internal_count=361931 332372 262552 12542 250010 102085 147925 29559 19243 97366 9502 87864 22251 65613 9764 51917 5361 3961 46556 69820 69522 86 96008 45634 50374 38099 18340 13100 45135 1400
shrinkage=0.000980392


Tree=2346
num_leaves=31
num_cat=0
split_feature=184 1467 61 0 837 906 12 705 763 1465 1451 1304 76 416 1449 1380 1322 633 1387 1361 1469 1470 1238 915 215 692 702 348 1089 84
split_gain=19.4221 23.4713 23.2289 29.4208 23.5398 23.1814 22.6924 23.5283 26.3842 26.0145 34.2107 25.391 29.2088 26.4133 25.27 24.0119 23.5829 22.9456 23.212 22.5359 25.6497 23.4804 23.4446 23.2025 21.614 24.3196 21.3215 21.0062 22.2268 21.1237
threshold=1.0000000180025095e-35 4.0242090356330973 1.0000000180025095e-35 2.5287934922252693 0.16591703683347225 2.7964370608602196 -1.5272868887038189 0.56887034349225363 2.1520364978346938 0.18254151478801925 0.013563215123130383 -1.2519738572323926 1.7666299322775212 3.2292583109233575 -0.14747379796621402 -1.7940177782000608 0.10705313218018152 0.75919246708719346 -0.66925047972473206 1.0000000180025095e-35 -1.2791237062730081 -1.3664195657027294 0.75346069109806069 -0.62824276313470528 0.75068088866363136 1.6246349981087571 -1.244525636702472 -0.14875883251322597 0.44837531086292992 -0.49532180009374377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 17 9 11 -8 -11 -9 13 -13 24 -16 -10 18 -2 20 22 -21 23 -4 25 -12 -20 -22 -29 -30
right_child=1 -3 19 4 -6 -7 7 8 16 10 14 12 -14 -15 15 -17 -18 -19 26 21 27 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00012439300796269256 -0.004413253826724672 0.0091710112787749022 0.02543167740755289 0.0015577625787503041 0.021034953177119273 0.08166424276345613 -0.00064327910842988515 -0.0050116010129233526 0.019141147730819381 -0.0076205135011983994 -0.010674591734156203 0.0017991911597617825 -0.011765034481095383 0.033819216280187907 0.03637507766941965 0.0025913639999072756 -0.0017556191375940062 -0.025026589611904074 -0.0060640032491895398 0.042204961079324449 -0.0089455641937055581 -0.0014038538830739333 -0.021392642824605828 0.0010270728639805845 0.0056550078231782227 0.01763852455010868 0.03162637158057624 -0.0057373528141675505 0.015495474854865696 -0.0016619880702451219
leaf_count=225587 276 1104 266 1325 663 20 42685 5166 885 9588 2785 19771 1019 111 124 3707 503 117 125 51 10370 25534 165 471 746 185 467 6205 634 1276
internal_value=0 -0.032349 -0.0356737 -0.0138477 0.278257 0.0906467 -0.0204678 -0.0245108 0.0302991 -0.0536742 -0.133822 0.0142773 0.0450866 0.0624274 -0.015864 0.113974 0.352437 0.356802 0.485461 -0.0837996 -0.157267 -0.0393434 0.187526 0.326133 -0.163338 -0.26677 0.748997 -0.185865 -0.0894758 0.127586
internal_count=361931 136344 135240 90268 2008 1345 88260 87275 27455 59820 17135 26067 20901 19882 7547 3831 1388 985 868 44972 19387 25585 902 737 3716 2970 592 18485 8115 1910
shrinkage=0.032342


Tree=2347
num_leaves=31
num_cat=0
split_feature=785 728 647 590 852 1307 784 284 727 899 597 878 1181 1467 714 588 938 588 868 791 513 746 513 550 1241 1324 457 665 154 703
split_gain=46.6464 32.0819 26.9272 63.0622 26.3465 33.8682 31.3571 28.5953 25.0376 24.6633 24.1224 23.1843 22.96 22.8434 25.8196 49.1462 37.4168 34.851 34.554 33.8763 32.6254 33.4971 28.6385 28.7176 27.443 26.5012 25.6984 25.0246 24.5452 26.2603
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 1.0000000180025095e-35 1.8419729237591864 3.1596628491584919 1.6473864309851525 -1.3088044079214605 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 0.71188872395471614 0.53022336195039899 1.0000000180025095e-35 1.0454229551509682 3.6288968102052546 1.0454229551509682 0.29966714842153758 -0.67919258870259713 0.32021642027523239 6.1394591223222692 1.0000000180025095e-35 0.71164494381510202 -1.283126876610438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 10 6 7 -6 -1 12 13 -8 -7 14 17 16 18 22 19 -16 -17 -22 23 28 -23 27 -18 -25 -2 -30
right_child=1 2 -4 -5 5 9 11 -9 -10 -11 -12 -13 -14 -15 15 20 26 -19 -20 -21 21 24 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-1.0294808897403788e-05 6.3977557111478099e-05 -6.6866232369425344e-05 -7.7370973480303624e-05 0.00042721663562140128 -5.8688688445136712e-05 -0.00056063016282375123 0.00022050345982264306 0.00010074295492031691 0.0001090204938461133 0.00033212355346054723 0.00023839089020050286 -0.00025757327144825426 -0.0001139530502422458 0.00013891767927377851 -4.9051163537103627e-05 3.6634247539904077e-05 -0.0001129753857835045 -0.00010649888979070516 -0.00017248709577567529 4.2226098354057712e-05 0.00043580351189957732 -0.0016045136689539607 -0.00010662547728690138 -0.00016895201597242758 2.0719246490576921e-05 0.00041787181666454046 0.002781084459144267 0.00024895389349859775 -0.00033241517802072421 -6.3953809978061867e-06
leaf_count=12551 27538 4821 93730 1384 8900 934 5790 9111 17008 459 1237 406 4005 3115 58992 6941 44757 9073 8527 25772 1501 55 4965 926 141 1436 26 1355 1855 4620
internal_value=0 -0.0304903 -0.0702348 0.0786658 -0.0172429 0.0424258 0.0725738 0.0272321 0.059694 -0.133967 -0.0269047 0.199722 -0.18851 -0.029096 -0.0324121 -0.047958 -0.0595497 0.0109453 -0.0354206 -0.0228372 0.102409 0.356873 0.0387538 0.0615849 -0.429838 0.230283 -0.118786 0.0897619 0.0378712 -0.0920278
internal_count=361931 332372 99935 6205 232437 29605 24207 18011 29559 5398 202832 6196 4939 201595 198480 146712 138074 51768 93291 84764 8638 1697 42695 37730 196 3717 44783 2281 34013 6475
shrinkage=0.000942322


Tree=2348
num_leaves=31
num_cat=0
split_feature=785 516 452 506 789 921 728 513 583 651 507 581 911 713 904 553 579 973 761 579 1392 679 567 126 727 76 359 1176 375 639
split_gain=41.8295 33.407 32.6826 66.9131 31.09 29.46 44.2247 44.4639 49.224 40.4187 38.5902 34.9492 34.0912 33.3401 32.1583 31.7832 30.4227 29.8805 29.2826 28.3677 28.3081 26.4631 25.6882 25.2944 25.0249 24.8011 24.1476 26.8985 23.9552 23.7965
threshold=-0.86283290253235112 1.0000000180025095e-35 0.60725649753328859 -0.33605752069368178 1.1248358748350926 1.0525743831388839 -1.3163276726681863 1.0454229551509682 -0.55326332990463356 1.1107569744011787 1.0941628986121894 1.0000000180025095e-35 0.77693903076620996 1.0000000180025095e-35 0.95245965636413243 -0.094457554860397655 1.0000000180025095e-35 0.84874543308613937 1.5021234709567175 0.38369638209385348 0.3554463032933099 -0.56041393223308222 1.6534791294988647 1.402259659649604 1.0000000180025095e-35 -0.61999899729588348 2.245824749166097 -0.028442932103722795 1.0591309280498242 0.62615350028818029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 19 -4 5 6 9 14 -9 10 17 12 -10 -7 15 -8 -12 20 21 25 -3 -15 -18 -20 -1 -2 -13 -28 -23 -21
right_child=1 4 3 -5 -6 13 7 8 11 -11 16 26 -14 18 -16 -17 22 -19 23 29 -22 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.5395033064073615e-05 -4.1418840970170165e-05 2.9894090310331904e-05 0.00026231534975345059 -4.5956767547066586e-05 -8.5750384571783392e-05 -0.00012155410447381425 -1.637530120451708e-06 -9.8924372503790295e-05 0.00027605680508452276 -0.00018279417432479905 0.0001435228270057703 -5.9475451455840538e-06 -3.4452584138234346e-05 0.00018306027057932785 -0.00015130347238606992 -9.634089115576385e-05 0.00058815474604357655 -0.00014571573705135271 0.00036923703897877259 1.0678879805953189e-05 0.00025213614252986256 -3.4703826937295423e-05 -0.0001911093129845497 -0.00017740089888089442 0.00010855924109535749 -0.00012845291531419855 -4.3678631296172704e-05 0.00094643326003565848 0.00025871274358836219 -0.00016912177498467823
leaf_count=12551 27542 9163 4108 17725 23724 3563 46516 7410 6049 2539 3142 9610 1905 5433 18499 31184 1378 3355 2588 26447 3445 10187 199 405 17008 58754 238 217 1344 5703
internal_value=0 -0.030562 -0.0601526 0.0234993 -0.0120803 -0.00111213 -0.0137216 -0.0320701 0.0449539 0.0727139 0.104654 0.104655 0.20519 0.0700628 -0.0571666 -0.0380896 0.269704 0.0508692 0.104842 -0.0767888 0.0965509 0.0684979 0.50062 0.297166 0.0547453 -0.100792 0.0179872 0.484028 0.0049703 -0.0164586
internal_count=361931 332372 140279 21833 192093 168369 144849 121628 25429 23221 20682 18019 7954 23520 96199 77700 4719 15963 19957 118446 12608 16964 1577 2993 29559 86296 10065 455 11531 32150
shrinkage=0.000980392


Tree=2349
num_leaves=31
num_cat=0
split_feature=785 578 520 1464 348 510 653 565 210 652 844 1423 842 1119 77 1221 677 947 762 326 614 560 750 956 1190 1181 150 1175 705 211
split_gain=19.5534 19.1847 23.4437 21.8291 22.6308 21.8107 20.7909 20.4725 19.6366 18.7882 24.9844 24.2552 24.7177 23.523 23.4481 23.1552 23.0888 57.4821 27.2268 25.4283 22.6491 26.7662 27.8746 25.2767 25.145 25.3398 24.3129 25.0529 24.8872 24.2449
threshold=-0.86283290253235112 -0.87905496296652397 1.5103007336851382 -0.6087505665239058 -0.14875883251322597 1.8807458211785479 1.4216543509230546 -0.7247436380102158 1.7227903396074284 -0.55024281929118113 2.4471121278670656 2.2885552421444864 3.1048954322592532 -0.29161794690097564 2.9099064166536119 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.0071134084235718277 1.6390506412245707 -1.3710115269326899 1.6983197621915436 3.5597954673193617 4.0928296512977065 2.7692006378281877 1.2997001116531657 -0.42935718370057741 0.18416737642321987 -2.0222708053560678 0.43714197639772528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 8 -1 -7 -3 20 11 15 -13 -14 -12 16 17 18 -11 -20 23 22 24 26 25 -22 27 -2 -29 -28
right_child=9 2 -4 4 -6 7 -8 -9 -10 10 14 12 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.0042535466522959711 -0.0096477117213323981 -0.0029338578670107768 -0.0053486906919691353 0.00012703812576007558 0.0055943182445047637 -0.01620552153087133 0.020982286153444898 0.013606489837692843 0.010783674104830904 -0.0072531934908625561 0.0036151670036320069 -0.0060631318762718635 0.096603714862892584 -0.004671975310216318 0.045776862157910381 -0.002121939275788355 0.00035626632353502689 0.00014840173635004489 -0.0026341872843557387 0.017336779851942111 0.00053996425172638603 -0.0039801328823057796 -0.014684370244857586 0.12204613995003095 0.013183021722700637 0.0044186923859183876 0.0047965462431794025 0.019926101963616598 -0.0028305828076435522 -0.0073127589971562629
leaf_count=3343 4591 8015 2595 6272 7657 125 382 689 481 18683 5236 8303 24 31 45 58928 83020 38874 13085 280 77444 5374 886 21 929 8288 3433 263 2977 1657
internal_value=0 0.0448092 0.0241614 0.0459403 0.100438 -0.0351794 0.193532 0.297959 -0.0681747 -0.0139688 -0.0266829 -0.0305786 -0.180824 1.48189 0.135105 -0.026408 -0.0117182 -0.0474493 -0.147796 -0.0630117 0.0105959 0.0215336 0.0312012 -0.0903319 0.0343848 0.0306502 -0.0934691 -0.181905 -0.021864 0.0436834
internal_count=361931 29559 25834 23239 13929 9310 3725 814 8496 332372 226509 221228 8358 55 5281 212870 153942 70922 32048 13365 105863 92921 87547 12942 86661 85732 12921 7831 3240 5090
shrinkage=0.0310861


Tree=2350
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 728 647 590 405 899 1431 764 1134 1237 597 846 878 1181 5 1469 1466 1451 613 1112 1452 77 21 978 146
split_gain=46.0328 30.7979 29.6096 35.3415 33.304 29.1997 27.5879 26.418 68.5941 25.4945 24.913 24.482 25.1535 24.1332 26.8358 24.1207 23.2807 23.1603 22.7854 22.6484 22.5601 30.4232 33.0578 29.9193 26.3689 27.5181 25.9585 25.7879 23.1174 22.2451
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.8419729237591864 1.0099929608726099 3.2730992757113588 1.0445639817206116 1.4298092310842805 3.1596628491584919 -0.53268848306471728 1.6473864309851525 -1.3088044079214605 -1.0821368227570305 -1.0588145806293296 -0.22241172008597768 -0.0066164517430368063 1.3156155531097407 -0.55774548736524576 -0.056460274903460519 0.1693814277543281 4.5933813388752975 -0.84748423066109979 2.2368666814773395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 9 4 5 -4 -1 8 -3 15 18 12 -11 14 -8 20 -9 19 -5 -6 21 23 26 -2 -25 -26 -23 -22 -24 -18
right_child=1 7 3 10 17 -7 13 16 -10 11 -12 -13 -14 -15 -16 -17 29 -19 -20 -21 27 22 28 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00013471587283183463 6.78554263251174e-05 -7.7149039980452301e-05 -6.0588449462013232e-05 -0.00058305764072152412 -0.0002508621211227753 0.00010688668496116222 7.4594152977693987e-05 -2.4661411864036121e-05 0.00045854158186071421 -7.923999171886712e-05 0.0003458529872774221 -0.0002962730324466858 0.00087701159123356246 0.00024996752814535327 -0.00020543464797579008 0.0002643838027911159 -0.00011802668765775337 -0.00026074850921631456 -0.00012055918652106869 0.0002690134320484411 -3.410397610417324e-05 -0.00026656717645455528 -0.0001816358059084332 -3.7431861733655409e-05 0.00022678820520992285 0.00088922679347251438 7.7704992944301434e-06 0.00095546908753847953 0.00012021990630011674 0.00014138807304981573
leaf_count=3396 11552 4821 8900 934 430 9111 21171 29774 1384 21243 459 4559 149 3309 1683 1140 62243 406 4005 5360 149533 3812 1482 534 532 479 2493 90 5234 1713
internal_value=0 -0.0316193 -0.0186568 0.0445303 0.0752978 0.0285783 0.0578503 -0.0705222 0.0766791 -0.0288862 -0.135432 -0.103695 -0.0734938 0.0801059 0.0558881 -0.0202424 -0.0822801 0.206075 -0.190191 0.240272 -0.0225965 0.0342748 -0.0384078 0.106224 0.382727 0.564242 -0.152334 -0.0339116 0.0618547 -0.111112
internal_count=361931 332372 232437 29605 24207 18011 29559 99935 6205 202832 5398 25951 21392 26163 22854 176881 93730 6196 4939 5790 175741 26118 13021 13097 1545 1011 6305 149623 6716 63956
shrinkage=0.000980392


Tree=2351
num_leaves=31
num_cat=0
split_feature=43 188 1460 1462 535 1365 775 888 1024 279 21 434 1322 1450 1120 1464 859 899 723 970 1427 1012 349 147 1392 1040 836 675 773 1065
split_gain=19.2172 20.7431 21.5891 22.7206 27.1327 21.8264 23.3393 23.1242 21.5546 21.1456 21.0675 20.7499 20.1729 20.0226 22.5917 19.9333 19.7201 25.0671 36.2395 22.1516 24.1035 25.6156 22.8488 29.1393 31.4594 21.1614 21.1251 20.6369 24.4662 20.4967
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.3667834300241784 3.938751423652564 1.0000000180025095e-35 1.0000000180025095e-35 3.081520672343963 1.0000000180025095e-35 2.3389399539002458 -1.0065438354874019 -0.32341995197817647 2.0905023852349967 1.9678569963309858 4.2167433909250827 -0.21896549173224975 0.38951608599244769 -0.54135187694831066 0.56495312120121877 1.0000000180025095e-35 -0.73523696961037277 0.48575677691355118 1.4711245761114824 -1.2019654518047493 2.4308752484393028 -1.0619914365968872 1.9068553435589595 1.9849446942379121 0.44359160413691395 0.12359265161244033 1.0518754624258557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 12 3 5 -5 7 15 11 -4 -9 -10 -3 13 -2 -15 -7 17 -1 -19 27 21 22 23 25 -25 -21 -23 28 -18 -29
right_child=1 2 8 4 -6 6 -8 9 10 -11 -12 -13 -14 14 -16 -17 19 18 -20 20 -22 26 -24 24 -26 -27 -28 29 -30 -31
leaf_value=8.2319682277826666e-05 -0.0032818975827357154 -0.0014856348067093315 0.0026203575749904067 0.035174671304200697 -0.037173986776443027 -0.00053667753050381812 0.043646491541277602 -0.026492612210066272 0.0455185554662536 -0.0068113304147895352 -0.013750123779286352 -0.01525100524657102 -0.016529710323608292 -0.0063992582995781432 0.048897881666205581 0.010471625487494012 0.0018531274041453396 -0.00047056558758987643 0.0054120466358707651 0.0051604936519645695 0.00084265828607859412 -0.0074982721876724785 -0.001529060915043433 0.094016232203750438 0.013722146116664061 -0.032041805641423393 0.01006362222670574 0.0026059499199170832 -0.0023549981380228302 0.012626540891522852
leaf_count=67328 33630 20034 8257 166 45 5213 76 865 127 2590 65 1004 1242 92 88 1283 21455 11841 14627 2988 35509 9341 96459 39 101 111 512 9912 15635 1296
internal_value=0 -0.0455294 -0.0108927 -0.041322 0.646925 -0.0475256 0.0673188 -0.0835616 0.0920026 -0.302572 0.827587 -0.0572595 -0.0977463 -0.085668 0.638986 0.0512764 -0.000523984 0.0257278 0.0826148 -0.0142016 -0.0290105 -0.0462349 -0.036457 0.156109 1.16121 0.107503 -0.176968 0.0272245 0.00059071 0.108711
internal_count=361931 74777 39725 31276 211 31065 6572 24493 8449 3455 192 21038 35052 33810 180 6496 287154 93796 26468 193358 145060 109551 99698 3239 140 3099 9853 48298 37090 11208
shrinkage=0.0357081


Tree=2352
num_leaves=31
num_cat=0
split_feature=728 125 257 1470 703 1020 1470 789 1178 1187 353 706 974 1117 1188 1327 1457 1457 895 903 609 1049 296 1470 777 428 768 983 1260 841
split_gain=36.2567 32.4642 61.9472 34.2812 31.7861 29.3688 28.6051 27.2278 29.9561 25.0592 24.8008 24.0616 27.1763 24.1811 25.7595 24.526 23.5538 30.5013 27.3466 24.6054 23.0631 23.0333 22.9588 26.3082 24.5668 23.6088 22.7124 26.2635 22.5639 22.521
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3782462404802098 -1.5610358635380586 1.0000000180025095e-35 -1.2126727935954851 1.1248358748350926 0.18043294467522045 -0.93080345430346545 0.036854454253203509 2.0258146145105322 0.66264601578696347 -1.6149909386355696 -1.0299586579191236 -0.057529839681833332 0.65078176182541914 0.14149010266814824 1.2967443670357375 -0.72465251458193036 -0.93177752141597858 2.7018739031292305 0.039293904740242205 1.6888047518130269 0.70872482713277651 1.8116597585877534 -0.35931311905288427 -0.33196821822523093 1.2768927641275363 -0.93608338953723524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 28 26 -2 -1 8 10 -8 -6 20 13 -13 15 -15 17 18 -4 -19 -7 -18 23 24 25 -22 27 -5 -3 -11
right_child=5 3 16 4 7 11 9 -9 -10 29 -12 12 -14 14 -16 -17 21 19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.4814304528800501e-05 -0.00011414438895966687 -0.00063382877283996099 -1.7978405545787917e-05 0.0001730538732252597 -3.56858641130144e-05 -0.00012599481121968413 -0.00030132184937166167 -6.3193426946952662e-05 7.228877842311592e-05 -0.00028589006324967054 4.213832451615674e-05 -0.00052933028361879344 -0.00027521508216863972 0.00064609965978154734 0.00010737413097377286 -0.00019194699089782933 0.00010784511086011928 -0.00038023972562685417 0.00014286797635936995 -7.9203027999945008e-05 4.5310764413664398e-05 -0.000798305984096883 -0.00010004555935903046 -0.00022507683412649769 -0.00017312969669218235 0.00036290408841910954 -0.00026427989444563233 -0.00020586501791916819 0.0011433077143647428 -9.185113856892028e-05
leaf_count=5876 47529 500 35952 1764 38569 16112 7472 15868 42728 6069 35444 259 777 903 2758 247 9546 1804 5022 5627 20870 127 13491 2172 2932 1040 3979 1876 31 34587
internal_value=0 -0.0116404 -0.0431905 0.00892298 0.0110131 -0.0645606 -0.112838 0.018098 0.0295478 -0.137703 0.00274802 -0.0321391 0.123982 0.198253 0.241133 0.512218 0.00185595 -0.0185787 0.00473296 -0.150901 -0.04648 0.0979896 -0.0179172 0.0194619 0.0403601 0.0646411 -0.137655 -0.0122254 -0.532486 -0.115462
internal_count=361931 252841 112082 140759 140228 109090 54004 132609 116741 48128 74013 61561 4944 4167 3908 1150 58078 48405 40974 7431 56617 9673 40505 27014 24842 21910 7619 3640 531 40656
shrinkage=0.000980392


Tree=2353
num_leaves=31
num_cat=0
split_feature=1431 728 1158 595 706 829 795 1452 1468 501 332 842 897 1453 1393 779 683 1046 553 1166 126 1457 145 1389 914 1159 1215 1465 1452 646
split_gain=18.9056 20.8096 21.4611 24.4719 22.339 24.4573 20.5484 20.2927 24.1883 26.5851 23.6201 22.2846 25.9149 20.7472 19.8234 19.2529 27.6672 28.4624 19.2903 18.7549 19.1475 18.7018 19.0952 23.4447 19.4874 18.658 21.8675 24.2385 21.7836 24.5355
threshold=1.0099929608726099 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5724059030450566 4.3216852530764838 -0.80684465664869354 0.13166737952109073 0.82408035764145182 2.1413696499904131 1.0000000180025095e-35 0.70176422714037578 -1.1758592926037947 1.1632792557058573 -1.9517202538959375 3.0982020149796461 -0.45360691579634166 -0.50799806988000118 0.080546755402096465 0.87102037147397393 3.4826299468242277 3.3643623868376404 0.16644161341641522 2.7528995281338289 -1.0000000180025095e-35 1.0078851103989419 1.0000000180025095e-35 1.0667287811587738 1.0637505357001875 -0.42980666616629565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 14 10 9 13 -2 12 -12 -9 -4 -8 -17 -18 -19 20 -14 22 23 -13 -25 26 28 -28 -15 -30
right_child=7 2 4 -5 5 -7 15 8 -10 -11 11 21 19 25 -16 16 17 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00032208229935107551 -0.0054503687118755114 -0.0018821542112444098 0.034882488761929266 -0.0081888948389653871 0.0026884349317812927 0.035770529221146277 -0.00054201012638277685 0.0019546196811768722 -0.0067802214785520854 -0.016093782891739749 -0.0087389997968308625 -0.011511438409042877 -0.00017667406305476061 0.040819700311557676 -0.0063708109151648529 -0.015793036696718304 -0.0078186746062599306 0.027106595608745385 0.075577756350739919 0.0074847628573370311 0.046204351171958626 0.036076512154306156 8.6168682312865854e-05 -0.0064967496366581416 0.086294715676951905 -0.013942390975504995 0.016211323149180033 -0.015991823759246793 -0.02773947717747011 0.026542568547508319
leaf_count=215094 18846 30537 87 8362 10620 151 34885 9881 2541 740 2164 2991 12316 274 6390 208 128 158 60 2401 37 49 1891 29 27 159 447 227 92 139
internal_value=0 -0.00173944 -0.0340577 -0.083049 -0.00450296 0.091797 -0.0295952 -0.0522448 0.0282873 0.0751178 -0.0818898 -0.0324608 0.00951992 0.100915 -0.167781 -0.00931937 0.455764 0.799861 1.23388 0.0432185 0.00167813 -0.172808 -0.190354 -0.305674 1.16225 0.36185 0.455001 0.176996 0.793214 0.269096
internal_count=361931 306680 91586 38899 52687 10771 41916 55251 14500 11959 40751 21905 16918 11219 6477 35439 554 346 218 14754 12353 4987 4938 3047 56 1338 1179 674 505 231
shrinkage=0.0343215


Tree=2354
num_leaves=31
num_cat=0
split_feature=1426 194 1429 1457 1457 1284 1290 781 1053 684 789 1458 332 119 1178 638 482 697 223 777 1246 74 1189 481 1416 1381 1094 1464 141 471
split_gain=18.6987 26.8774 24.8986 25.4861 24.7615 23.9957 23.2332 27.2276 22.8203 21.3999 21.0851 26.5244 28.8859 58.8769 26.1023 25.7441 26.6073 26.8025 24.26 23.1779 22.9153 25.2676 22.8956 32.2681 22.5158 22.088 22.9144 21.9345 21.8965 21.4976
threshold=1.0000000180025095e-35 3.4153224476252908 1.0000000180025095e-35 -0.21045860072163367 -0.19454343672389937 1.0000000180025095e-35 1.0000000180025095e-35 2.016916861724301 -0.32177554844482659 1.7787022169090634 1.1248358748350926 2.6054386111478895 1.0000000180025095e-35 1.0000000180025095e-35 0.060150514790486227 -0.94996888435674576 -0.29418823804247007 -1.1243518744766134 1.2398591162265202 0.22904556962123909 2.3693275575521935 -0.91781937612370912 -0.0073519559341595547 0.77880964072084458 1.0000000180025095e-35 -0.93672789546451585 1.8810513901052739 3.4035411096402597 -0.33114154060000872 1.0043670984357114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 -5 6 8 -8 -6 -10 11 12 13 27 20 -12 -17 24 -19 -16 -14 -22 -13 25 -18 -24 -27 28 -1 -30
right_child=1 -3 -4 4 5 -7 7 -9 9 -11 15 22 14 -15 19 16 17 18 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0058192559235996011 -0.0016088130317807488 0.013729512727076261 -0.0024379432890290855 0.015320986951836937 0.0067305921552729712 -0.0027157984532640142 -0.0023853097750052891 0.026323799630597812 0.0023192654093305803 -0.0104318320772833 -0.0071401390934723889 0.0014465777065631141 0.00019936295279806285 0.00076664320605447926 0.0033560872100314616 0.0022411542855457064 0.01452491952175314 -0.0055917770956593884 0.0068683657508624256 -0.00067386090285995854 0.015847010868238923 -0.022082570246890469 -0.0072217371006576131 -0.0057432556020643203 -0.0066748573408674768 0.021640995211423226 -0.018705780812689594 -0.021521790913949398 -0.00019295751798942227 -0.0059191723637461863
leaf_count=18961 38560 564 61785 785 7999 8445 7558 223 8168 1354 4335 2628 56264 52223 31725 8676 787 9892 996 10042 156 565 187 391 437 1213 91 510 20266 6145
internal_value=0 -0.031122 -0.0338241 -0.00519169 0.0410607 0.0314201 0.0667383 -0.0458236 0.111533 0.033296 0.00428056 0.0122137 0.00784773 -0.0233093 0.0324916 -0.0565262 -0.0237427 -0.0944184 -0.131551 0.0724678 0.00140729 -0.427845 0.169339 0.342692 0.214308 0.48532 0.576823 -0.10019 -0.0936607 -0.0487741
internal_count=361931 135441 134877 73092 34532 33747 25302 7781 17521 9522 226490 201367 196857 98105 98752 25123 20788 12112 10888 41767 56985 721 4510 1882 1224 1491 1304 45882 45372 26411
shrinkage=0.0336486


Tree=2355
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1022 1016 885 1038 859 728 1134 1237 846 730 783 934 603 660 514 516 1388 8 563 1362 990 1453 346
split_gain=44.3287 37.6054 31.3604 38.0151 28.7404 26.777 64.0845 26.6805 29.0268 24.9741 24.9347 23.8176 23.5099 24.5208 26.5523 23.0987 22.9279 38.9744 32.0455 28.3243 30.5578 26.438 23.9503 26.643 23.7608 23.7197 22.7017 22.5195 22.221 22.0882
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 -0.98545034728205338 -0.49008176997875957 1.0445639817206116 1.4298092310842805 -0.53268848306471728 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 1.2394703555346365 1.0000000180025095e-35 -1.0285454770005755 -1.298475463871557 2.0405992520496379 1.8627633281097242 1.09266583130301 2.1847129145757513 0.035432810015840331
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 7 16 -5 6 -3 8 9 29 -11 -6 -1 14 26 -7 17 21 19 20 -18 -4 -19 -24 -22 -20 -14 -13 -12 -2
right_child=1 5 3 4 11 15 -8 -9 -10 10 28 27 13 -15 -16 -17 18 22 25 -21 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011695560811465403 -8.0550707954105623e-05 -7.2065920980157082e-05 4.5723005083954033e-05 -0.00011573832786726613 0.0005046214228471539 -2.7616036182506791e-05 0.00042521562162291005 -7.4116869815832337e-06 -2.6827036321759757e-05 0.0011624264835673943 -0.00016486844258672921 9.4328941509291586e-05 8.1747258654085999e-05 0.00023875605813966793 -0.00019918921697160993 -0.00010819434298347333 0.00016029103596832531 -0.00018240918032195663 -8.3024275304250978e-05 -1.1837887304655627e-05 -0.00044765325555281204 0.00039802890221764253 -0.00031560453389830657 1.0654221720180329e-05 0.00063839590542077529 0.00088854918224203774 -0.00025892733513692369 0.00039991767443528807 0.0014978245773497358 -0.00020966564284214528
leaf_count=3396 26286 4821 6880 1294 993 29774 1384 103001 45923 102 239 4111 20343 3309 1683 63956 2134 6979 3635 1982 101 1041 1407 9299 996 97 828 1197 28 14712
internal_value=0 -0.0313823 -0.0170495 0.0359508 0.169536 -0.074311 0.0738647 -0.0299631 -0.062734 -0.119825 0.411564 0.226633 0.0564615 0.0769948 0.0525753 -0.0861236 0.00424986 -0.0296163 0.0975645 0.204223 0.318235 0.0976442 -0.0871482 -0.025761 0.592913 -0.0579531 0.0726905 0.173099 0.0631392 -0.12827
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 41367 369 6301 29559 26163 22854 93730 34551 25606 8945 5213 3231 7921 17685 10706 1097 3732 21171 5308 267 40998
shrinkage=0.000942322


Tree=2356
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 728 837 277 1031 21 1122 142 597 1442 128 705 21 1455 1185 632 1177 263 702 1449 1458 341 1154 953 1463 694 1309
split_gain=52.9354 34.4162 32.2451 48.3536 26.91 26.21 30.5388 31.5703 24.8727 26.6977 24.3516 24.2302 24.2254 27.066 26.6033 24.362 24.4333 23.9927 23.2192 24.7764 23.1888 23.0643 23.0573 22.9839 22.809 22.4696 37.4447 24.2195 22.3289 22.0467
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.49008176997875957 0.64384972645585192 1.383899167819199 1.0000000180025095e-35 1.0000000180025095e-35 0.79579885031402708 -1.0084476995208638 3.1596628491584919 -1.2625182715263061 2.8224158231388636 1.4125972960924511 -1.0798509198017876 0.80851755981579754 -0.98470171377895133 -1.1226924480788913 2.6605302561394431 1.6445160113075163 3.2549521464785198 0.74561756370782817 -0.82108684835595114 1.3462168560862613 1.0000000180025095e-35 1.0000000180025095e-35 -0.26393080214824122 2.350460828006812 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 24 -1 12 7 10 9 18 -7 20 15 14 -14 16 -2 -16 -6 -20 -3 -9 23 -10 -4 26 -25 -27 29 -17
right_child=1 11 3 -5 8 6 -8 21 22 -11 -12 -13 13 -15 17 28 -18 -19 19 -21 -22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-0.00012929152524542316 -2.1074537600892509e-05 -0.00010085387310983789 5.9982445571630125e-05 0.00039343837116910708 -0.00024208281536656549 0.00016505360948313976 -0.00027124667241174455 -0.00014546594787723618 0.0003028807112769553 -0.00020835486381757959 -3.9405485798325137e-05 0.00050075474195598847 -1.0481351536125884e-05 -0.00031712395817179131 -0.0002977829067489071 -0.0001352419187926962 0.00033912322900417948 0.0001541067798435819 0.00010986084944926193 -0.00065923279881083719 9.2746668077485527e-05 0.0011905907541502488 0.00034460728149262216 -0.00018836173775357111 -0.00024386996352354453 0.0003282468774983513 0.00014535530802181235 2.8013463210105941e-05 0.0001588911348990246 2.0243962667017427e-05
leaf_count=3396 4599 66469 9281 1780 1020 3194 4833 21035 2119 2064 27616 298 142698 1701 743 28780 1152 6606 7860 188 3053 50 2174 2812 1481 2359 2991 2576 1705 5298
internal_value=0 -0.034944 -0.0241655 0.0805325 0.0608353 -0.03023 -0.0767391 -0.0609512 0.0827563 0.00733582 -0.0179708 -0.0870395 -0.0184905 -0.00660648 -0.00387995 -0.071674 0.0829226 0.121867 0.0563378 0.0941206 -0.0908969 -0.142868 0.140417 0.106717 0.0263204 0.0660545 -0.0218477 0.175895 -0.0941843 -0.108444
internal_count=361931 332372 262552 12542 29559 250010 56728 51895 26163 11132 30810 69820 193282 151748 150047 41534 5751 7349 9068 8048 69522 21085 15031 12857 10762 10738 5803 4935 35783 34078
shrinkage=0.000980392


Tree=2357
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 1022 1016 885 647 590 859 1038 677 521 547 982 1453 913 73 912 783 632 1087 18 65 846 146 138 18 350
split_gain=39.1387 30.1704 27.8387 34.3104 27.1371 26.497 27.67 26.6196 26.1448 64.7981 25.8497 24.8869 23.2564 25.5178 23.0527 22.7615 22.2388 22.1601 22.3932 27.0047 23.5661 23.0087 23.7148 22.8106 22.47 21.9979 22.1985 32.3856 23.4027 21.7003
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.8263866747680533 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 -0.17630926381181156 1.0000000180025095e-35 1.0000000180025095e-35 1.4078093546699517 1.7621802667917166 2.1847129145757513 -1.0282579537198486 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 -0.97694724628095508 0.48381857508364595 -0.53268848306471728 2.2368666814773395 -0.98223957276639073 0.96372854793908636 -0.57303265440660456
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 29 -1 6 7 12 9 -3 -5 -9 -2 -14 -6 -12 -13 -8 20 23 -19 -22 -23 -20 -21 -10 -27 28 -28 -4
right_child=1 8 3 10 14 -7 17 11 25 -11 15 16 13 -15 -16 -17 -18 18 19 24 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-2.0707441676862398e-05 -0.00016618618607680096 -7.2183870319103661e-05 -8.1793029449917149e-05 0.0004487853208463729 0.00012938929865797199 -7.3943265092412536e-06 -0.00015904735413364293 0.0012296663548063578 -2.4456258525681336e-05 0.00044866166222405597 0.00013195307843771268 -0.00015348904831840958 -0.00013135969930761968 0.00011612779829896573 -0.0001916704242052601 -0.00049169914695564802 0.0015770063458028017 6.9870451199114387e-05 0.00043525348570385173 0.00077595361668248678 0.00014542009488304744 -8.0383138834777692e-05 0.0016951663391304684 -0.00020593854287820684 -0.00044029104946786908 -0.00011554082473217911 0.00056349698719211595 -8.2763328047673092e-06 0.0024836742031898503 3.6608369353897205e-05
leaf_count=12551 32143 4821 10686 1153 15968 103001 5981 102 29774 1384 6164 239 5376 3479 1040 278 28 15948 301 231 2759 14607 35 5942 119 62243 292 1388 33 23865
internal_value=0 -0.0302447 -0.0174077 0.0325783 0.0523413 -0.029584 -0.0622685 -0.118078 -0.0687924 0.0778072 0.159742 0.431607 -0.126799 -0.0271934 0.110655 0.109181 0.0827748 -0.0287996 -0.0108645 -0.138119 0.0106929 -0.04504 -0.0777695 -0.176939 0.450139 -0.0805009 -0.108573 0.146745 0.78184 0.0024629
internal_count=361931 332372 232437 42146 29559 190291 87290 41367 99935 6205 7595 369 40998 8855 17008 6442 267 45923 39942 6593 33349 17401 14642 6243 350 93730 63956 1713 325 34551
shrinkage=0.000980392


Tree=2358
num_leaves=31
num_cat=0
split_feature=685 701 1242 1204 1049 16 18 862 10 1402 760 792 842 927 783 921 724 362 971 745 519 927 858 1452 1049 470 162 1049 651 620
split_gain=19.1577 24.6535 24.6929 24.3554 23.2307 26.7662 22.8021 22.6564 24.7433 25.8769 21.346 25.1647 33.911 36.8977 44.2258 45.2255 45.0911 30.4308 29.2851 29.2032 28.67 38.7295 30.1227 27.2353 26.8762 26.7032 29.2039 25.9203 25.7919 27.1208
threshold=0.58104764358843186 0.84289592610859465 1.9493317737837044 -0.55086253359273052 1.2334500886949249 0.077091481829481875 -0.80190590013561802 -0.97446007815901359 1.2210284551194737 1.0000000180025095e-35 2.181063439396091 1.0000000180025095e-35 0.68527619142772489 1.0483613175537825 0.2400496438953339 1.0525743831388839 1.0000000180025095e-35 -1.6398594373691093 -1.2607886157138577 1.0000000180025095e-35 2.1420547332082829 1.0483613175537825 1.0825608069246189 -0.76841635434299438 0.083722651569164044 1.6515521334121408 1.1001776395852518 -0.91270779393982859 1.1107569744011787 -0.43590413231259101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -3 5 -2 -6 8 9 -1 11 18 13 14 19 16 27 -15 -9 -13 21 -20 -22 -18 -23 -25 -27 -16 29 -14
right_child=1 3 -4 -5 6 -7 -8 10 -10 -11 -12 12 28 17 15 -17 23 -19 20 -21 22 24 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0019582354986135099 -0.0003294770618335068 0.00089987558081072033 0.0076680326275330342 -0.009398441005733232 0.015317898789014012 -0.0044154180114527241 0.0012649610435754109 -0.0034590152652021183 0.0065429254672046324 -0.010299266331734181 -0.0036446041712768942 0.00044542357139759869 0.001178227503899574 0.019779029891424646 -0.0038295480986774884 0.0055754616539478892 0.0031789675919915122 -0.0036428318983280378 0.00036089531244112063 -0.0031258257190497061 0.0068034126670664507 0.0015505629382603192 -0.0061351294958293659 -0.0014391684006746883 0.007860484672516245 0.011678297288497648 -0.024935942817851636 0.0070331770201913293 -0.006691058731805059 -0.0029794001617226553
leaf_count=6957 23729 2145 1829 4952 721 17525 4059 8736 1414 3724 9353 27920 11129 240 1413 11272 10113 13107 91209 21286 6516 7028 914 34556 5568 1013 106 6632 5165 21600
internal_value=0 -0.0524343 -0.0326259 -0.19776 -0.0443564 -0.064977 0.111397 -0.0017564 -0.111773 -0.15412 0.00180481 0.0050059 -0.0129262 0.00522063 0.0191981 0.0575233 0.0280757 -0.102541 0.0307326 -0.0340188 0.0399373 0.0292856 0.16786 -0.00199793 0.142092 -0.0329684 0.275137 0.175766 -0.0710631 -0.0476682
internal_count=361931 54960 47863 7097 46034 41254 4780 306971 12095 10681 294876 285523 165552 127658 114311 65105 53833 13347 119971 49206 111235 103805 7430 45788 12596 35675 1119 8045 37894 32729
shrinkage=0.0310861


Tree=2359
num_leaves=31
num_cat=0
split_feature=21 1451 1430 1298 1444 746 556 890 632 651 747 365 672 1319 578 1455 1437 846 1469 632 553 899 1119 1452 846 653 211 606 1457 195
split_gain=18.8652 23.5858 19.9989 32.0489 29.4006 27.3444 24.3768 24.1913 21.9575 21.9208 24.2363 23.2053 23.102 23.2268 22.3496 24.909 21.9086 26.1491 27.4383 23.0911 22.0235 21.6235 25.3364 21.4459 21.2624 21.1194 25.7155 25.1661 25.9665 25.7145
threshold=-2.7818205974049124 0.29201411858153481 0.54622893720785959 1.0000000180025095e-35 0.61050815248025436 0.66766320980544069 0.044253125298153499 1.0000000180025095e-35 -0.52965162191085746 1.1107569744011787 0.98810451262880827 1.4617216269639346 -0.65546635319905777 -1.9061454630617805 -0.87905496296652397 0.43490599497125654 1.0000000180025095e-35 -0.53268848306471728 1.7934017781504392 -1.1443362738514475 -0.61558150097538 2.0693354998822668 -0.58726872445267919 3.8713093281147861 0.25894010455257555 1.4216543509230546 1.2055423855759868 0.44224916350105375 2.1222942755723575 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -8 -7 10 11 -4 -11 -14 -12 -16 17 19 -19 20 -5 -21 -23 -17 -9 27 -27 -18 29 -29
right_child=2 -3 9 16 -6 8 7 24 -10 12 14 -13 13 -15 15 23 25 18 -20 21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.022696791239691854 -0.00065204151263035018 0.013839007600099281 0.00099958586750320327 0.0025034997004183901 -0.0051547263010334292 -0.0045018787848933933 -0.0066155421143062254 -0.00063445063449217196 0.0055178434779226413 -0.0065085197573151125 0.017455538443557007 -0.0041063940801978104 0.02631852420599836 -0.0004514238368425724 0.0056529428208998284 -0.0020208553043169946 -0.0003977470662522024 -0.0011833644034773101 -0.0076033019217730596 0.0015858443283445097 -0.0079014713058110694 0.027207490579539976 0.0034809770866445497 -0.043861661033843695 -0.0065813704013596977 0.0034793135103963427 0.018619379482521899 -0.00070890375892343829 0.018426942161919986 0.0048229272624813
leaf_count=132 61897 807 59816 2041 17333 1468 16125 17501 4555 4088 524 5509 135 7137 5857 1740 38116 57529 4392 22703 3482 351 620 61 5440 5327 694 7374 445 8732
internal_value=0 0.305587 -0.00879358 -0.0192041 -0.0507724 -0.0367967 -0.0483189 -0.102968 0.101492 0.0202405 0.0341609 0.0188468 -0.0699359 0.00540698 0.138779 0.109921 0.00164155 -0.0222973 -0.049791 0.0350054 -0.11305 0.0639865 0.385305 -0.103189 -0.0587581 0.0328419 0.158519 0.0196462 0.0880041 0.0733191
internal_count=361931 939 360992 276125 124319 106986 100963 39066 6023 84867 73507 65325 11360 7272 8182 7658 151806 91118 61921 29197 5523 23674 971 1801 22941 60688 6021 54667 16551 16106
shrinkage=0.032342


Tree=2360
num_leaves=31
num_cat=0
split_feature=476 959 785 112 21 1469 258 769 631 645 1189 1456 1465 667 562 334 989 1356 1425 1458 1243 1457 1467 1454 1465 1459 404 1463 146 810
split_gain=38.264 41.5106 36.3148 34.4515 32.9865 42.0074 36.9682 33.3947 30.6197 28.7246 30.8388 26.4562 25.8638 25.1054 25.0567 33.1235 25.9206 25.3844 25.2565 24.6452 24.3997 24.0813 32.728 26.7654 25.7661 23.941 36.2596 32.4489 25.4449 24.2993
threshold=-1.0099296266851885 -1.2907225086880219 -0.86283290253235112 2.2718117149406565 -0.32341995197817647 -1.1965077841566287 1.1203171907964993 0.92216168400291432 -0.61002941571731462 1.0000000180025095e-35 2.7969044190499632 0.086884870144167459 -0.53045922565799619 2.8959165655566772 -0.82574476037679279 2.3589082062198705 0.70096181329179597 2.0056820137573372 1.0000000180025095e-35 0.12934318160464789 -1.1265494894098143 -0.37562804806261624 -0.1070229053531187 0.54504201778324368 -0.073678728535423191 0.40413748344094969 1.0000000180025095e-35 0.49140614438290092 1.8959587770056643 -0.65819684525605759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 11 12 4 5 -4 7 -7 -6 10 -9 -2 19 25 -10 16 18 -17 20 -3 -16 22 23 -14 -25 27 28 -1 -27 -30
right_child=1 2 3 -5 8 6 -8 9 14 -11 -12 -13 21 -15 15 17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00011238362528256541 -5.4729177023637452e-05 -0.00010086434830381887 0.0001776469476621783 -0.00017478042664269326 1.7774845709227755e-05 2.3325587077096842e-06 -0.00015970942207008414 -2.7704647633929511e-05 3.3584696638165864e-05 0.00022916497526942866 0.0014144877275936501 -0.00021680323407041562 2.8381161601934231e-06 -0.0004016945728749587 -0.00059450331684642748 -0.00041044636707049582 -0.00020432578652692404 0.00087087619205551605 1.8555053368179465e-05 0.00015535491300968456 -7.0761106339560918e-05 0.00020171621023863827 0.00021011348927066158 -0.0010528784273353003 -0.00019806930794835051 8.4875214401781081e-05 -7.4546774617291887e-05 2.2277856665950034e-05 -0.00051351081927066141 0.00073533718805603556
leaf_count=59371 29601 5488 7065 8362 45837 40653 6326 4279 13445 6205 65 8633 3942 2507 463 2404 5695 75 17976 2389 44045 8516 3049 217 645 7469 13438 13239 83 449
internal_value=0 -0.010978 -0.000980581 -0.0108722 -0.00591287 0.0353759 0.0133408 0.0318099 -0.0257355 0.14219 -0.00278967 -0.0898506 0.0775974 -0.0685804 -0.0513697 -0.0683961 -0.0605753 -0.363823 -0.0480214 -0.0234576 -0.077327 0.126592 0.0401209 -0.0716198 -0.422285 -0.0635969 0.00548208 -0.0874093 0.124699 0.565171
internal_count=361931 265375 227141 202895 194533 64593 57528 51202 129940 10549 4344 38234 24246 96556 84103 70658 68179 2479 62484 7877 44508 16369 7853 4804 862 94049 21439 72610 8001 532
shrinkage=0.000980392


Tree=2361
num_leaves=31
num_cat=0
split_feature=957 626 914 671 428 127 56 289 141 503 1465 1458 1470 759 1328 886 140 220 36 1311 1173 1467 426 1470 1462 1450 1175 25 834 785
split_gain=18.7134 21.0745 22.9662 22.3892 26.0973 21.9731 25.0775 23.4189 22.1413 25.6537 21.3441 22.3713 26.212 25.2526 23.5964 21.1895 26.0759 21.1413 20.8561 20.29 20.2674 20.2656 25.9684 24.1432 23.4028 20.948 19.7468 20.8431 19.5186 22.1332
threshold=1.0000000180025095e-35 -1.4161865036519854 3.0659105074693991 1.0000000180025095e-35 1.0394422194373074 1.0000000180025095e-35 1.0000000180025095e-35 0.77236759533364518 1.9266540625236714 -0.27750306007273301 -0.22182333324429437 -0.45416350011085566 -1.1417127449306028 2.7993186572179827 -0.35286952542007716 1.0000000180025095e-35 2.8684116670232958 0.23987893902070859 1.0000000180025095e-35 2.9834630783018015 0.39540565470889116 -0.43593248692067116 -0.52911471378549313 -0.88941034967768895 0.4911404330263035 1.4313046434165499 -2.0186798008796294 0.47329937403289868 2.1612684629536689 -0.86283290253235112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 26 3 10 5 7 -7 19 -8 -10 15 13 14 21 -13 -3 -17 -9 -11 -5 -4 22 -12 -24 -23 -26 27 -2 29 -1
right_child=1 2 20 4 -6 6 8 17 9 18 11 12 -14 -15 -16 16 -18 -19 -20 -21 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0021554519478884744 -0.0094172257799064549 -0.0050259317435922112 0.034127196919922262 -0.0048756734035360974 -0.0066534544317972321 -0.00076396416909619354 0.0064876471680066026 -0.0021904004950834702 -0.0015277023832975889 0.064003569541574074 -0.0065917508395535139 0.021987080072549424 -0.0077405682826707841 0.10265526396676476 -0.0051015150478133826 -0.016699558743183573 0.087229341370110916 0.015537488102841028 -0.014383105765345322 0.035176176327462907 -0.029543600559643023 -0.0069684872927586244 -0.017596504048370092 0.025642218162190211 0.023545866622326439 -0.042094990245071379 -0.014114280081272598 0.067128472517610061 -0.0037470309538952993 -0.00018623421654470328
leaf_count=25809 56 8014 237 6850 3602 5044 4905 1030 101 112 563 399 5410 24 512 3072 27 812 28 89 82 1816 119 755 405 37 2198 29 9878 279916
internal_value=0 -0.0576005 -0.0462379 -0.0511533 -0.00193152 0.0345599 0.111346 -0.0553158 0.221022 0.879677 -0.121583 -0.0326897 -0.134571 0.131254 0.23211 -0.211958 -0.447128 0.178995 1.45358 -0.123449 0.672289 0.113692 0.352214 0.581271 -0.0528588 0.48005 -0.331467 0.689266 -0.00212674 0.00099652
internal_count=361931 46328 44045 43726 22573 18971 10190 8781 5146 241 21153 10040 6321 3719 911 11113 3099 1842 140 6939 319 3695 1437 874 2258 442 2283 85 315603 305725
shrinkage=0.035008


Tree=2362
num_leaves=31
num_cat=0
split_feature=1454 1430 1436 1469 1154 953 630 1109 1174 984 201 839 702 747 427 498 807 192 1365 1150 738 1470 113 78 1386 829 1258 1447 85 282
split_gain=18.5667 18.1495 36.8534 28.1797 21.3976 23.0871 22.7455 32.7453 22.5761 25.7139 23.7865 22.4136 22.3605 22.0314 21.8201 20.5906 19.8899 27.016 23.3665 23.2418 25.0465 24.3263 23.6133 22.6156 24.7007 52.0652 19.7854 20.7706 19.5924 29.1905
threshold=-1.0640499357927207 1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 1.0000000180025095e-35 1.0000000180025095e-35 2.0285301705639269 -1.2840642172890595 -1.0371449893826437 -0.52033721508787312 -0.35680864956703257 -0.59078414451926153 -1.07802871512267 5.463800022901057 -0.84814244950676398 1.7244653442151952 1.0000000180025095e-35 4.4983467421198222 -0.42638832581415231 1.0000000180025095e-35 3.5871651185081377 0.97920426516420589 2.9929131291040303 2.6075917201618579 -0.58492728677024919 0.27742706506089926 -1.6534205443251355 1.2420411362750934 -1.5927591812841682 -0.2096117848045774
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 26 5 13 -6 -8 -7 10 12 -11 -10 16 -13 -15 18 19 23 20 22 28 -18 -5 25 -25 -2 -28 29 -21
right_child=1 -3 -4 4 6 8 7 -9 9 11 -12 14 -14 15 -16 -17 17 -19 -20 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.016163983807241968 -0.030932847768644568 0.00023755309079523797 7.1379857953304696e-05 -0.01140514417735301 1.6120478583155363e-05 -0.016190176140785006 0.11771994825221983 0.015365386240403759 0.03083393151891747 -0.0098330272403934979 -0.0029004181942873558 -0.012439383691359411 0.0071020264608044918 0.032120696322919792 0.0007037576970193402 -0.024001990623209526 0.0010562421084109534 0.057256596327498792 -0.0049257224554216947 0.084366199175383724 -0.034536432015483037 -0.029376478677286412 0.044420786671977991 0.0092497739354420582 -0.0005625189930100014 0.24722584972512551 -0.00097713314729964257 0.0076853937824608032 -0.0068345247164101775 -0.037737448491295678
leaf_count=604 117 197533 89233 10674 7483 693 27 285 315 2457 1618 1064 1828 122 6731 47 7318 49 22479 65 265 789 75 42 96 23 3601 2271 3971 56
internal_value=0 -0.00681526 -0.026563 -0.0735656 -0.0933794 -0.112911 0.0276338 0.693417 -0.0368507 -0.0175993 0.149128 -0.0785635 0.298356 -0.151852 -0.0219348 0.571141 -0.157763 -0.0523945 -0.194678 -0.0640043 0.0261796 -0.259545 0.0525614 -0.322454 0.997649 2.89748 0.0637222 0.0791273 -0.164225 1.23502
internal_count=361931 361327 163794 74561 68572 60777 7795 312 14706 14013 3761 10252 2143 46071 7795 169 45902 12588 33314 12539 7658 4881 7393 10835 161 65 5989 5872 4092 121
shrinkage=0.0336486


Tree=2363
num_leaves=31
num_cat=0
split_feature=51 67 1111 626 6 139 708 710 1049 1451 1400 679 1250 1321 767 840 218 1196 355 283 843 1446 774 1468 1458 110 695 10 848 1315
split_gain=18.4199 20.2642 28.8068 24.8608 20.1901 22.9245 21.1211 18.818 18.1308 20.7603 19.8069 23.3633 23.5981 20.911 20.643 23.7724 19.3945 19.1838 19.1786 20.1416 23.8586 19.8422 19.1436 18.8556 20.9988 20.6869 19.9717 19.697 18.5341 19.6621
threshold=1.0111847875080273 0.77035905420283102 1.000462350943123 -0.72860298360303677 -0.87786729300633104 -1.0637076268994334 0.71197100861139084 1.5115140669602134 -0.8400934294897805 0.57958835029462052 -0.60443240057966763 -0.56041393223308222 -1.9756615125390227 -0.51393348026219232 0.30098998702876728 2.4253491930295517 0.32094319638990348 1.0000000180025095e-35 -0.88906898953833013 1.0542713352235025 0.056620515935836287 1.32069343437294 -0.33414807728474721 0.50871131412698856 2.4356060858615711 -0.58260933651309244 -0.58789661935904769 1.3117393881806743 1.9780956657297855 0.31199238887266251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 7 -5 -6 -7 -3 -2 10 11 13 -13 17 15 -14 -17 22 19 -16 -21 -20 -10 24 27 -25 -26 -12 29 -29
right_child=1 2 -4 4 5 6 -8 -9 9 -11 23 12 14 -15 18 16 -18 -19 21 20 -22 -23 -24 25 26 -27 -28 28 -30 -31
leaf_value=-2.0913270381371156e-05 -0.0056219868164883594 -0.011664931123580897 -0.011707386927454346 0.043228710725881539 -0.035834847003046275 0.013081821387584194 -0.0075924495419166004 0.022045713612080069 -0.0083873583306168648 0.002777986013737614 -0.0037417873944200798 0.049790905502951496 -0.0089639135920690557 0.011490527165088008 0.0087971018606801642 0.0044875156000954508 0.069620866247265545 -0.012847952814084195 -0.0018605726689438769 0.088547799354674966 0.0082136910858664931 0.061701544205807535 0.017502940210528405 0.0055889108501681285 -0.016346811168284105 -0.010970490625608847 0.029641759738419707 0.00062668208770013149 -0.032901199943094768 0.018477036577867905
leaf_count=306947 11554 668 671 85 72 1797 339 112 282 6275 17795 70 3256 1877 290 89 36 572 1780 48 41 28 386 616 86 3787 200 1334 111 727
internal_value=0 -0.0502912 0.109198 0.195648 0.30322 0.260088 0.297957 -0.181362 -0.0651076 -0.0424475 -0.0683163 0.0310588 -0.0719496 0.186783 -0.0892982 -0.218712 0.760788 -0.0463193 0.0946985 0.569085 1.52021 -0.0182384 0.200862 -0.105788 -0.073114 -0.25519 0.532319 -0.084057 0.14902 0.199669
internal_count=361931 54984 3744 3073 2293 2208 2136 780 51240 39686 33411 8755 5638 3117 5568 3381 125 1240 2187 379 89 1808 668 24656 20253 4403 286 19967 2172 2061
shrinkage=0.0336486


Tree=2364
num_leaves=31
num_cat=0
split_feature=1097 269 1470 785 713 497 354 1455 809 1357 425 1457 900 84 710 930 629 487 747 958 419 1331 332 257 752 1452 928 1445 706 877
split_gain=41.2041 53.9874 39.576 37.3891 33.5395 29.0404 31.5131 28.0014 31.5942 29.8297 28.5882 26.6317 25.9442 30.1825 29.9514 49.5013 35.389 38.9149 35.2568 38.8582 34.9764 34.701 33.5686 50.622 29.7772 29.6458 29.1699 28.9923 29.9187 28.8259
threshold=-0.64966988391888181 -1.2832447556410924 -1.1417127449306028 -0.86283290253235112 1.0000000180025095e-35 2.2206245932530155 1.2841085960417071 0.35881941651261778 1.0000000180025095e-35 1.0000000180025095e-35 -0.5757741398909394 1.339295830115254 2.1273853924476502 1.4073521381958805 1.9207401787728819 1.0000000180025095e-35 1.1923636192327456 0.81613437573249659 1.0000000180025095e-35 1.0000000180025095e-35 0.046512034601306478 -1.0674385962720063 1.0000000180025095e-35 1.0000000180025095e-35 -1.385907308364305 0.62995620057108082 -0.97827964681891932 0.18528947271751878 1.0283154492864859 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 -3 12 -7 8 9 10 -4 -1 14 -14 18 16 17 25 19 -5 -21 -17 23 29 -24 -16 -26 -22 -29 -20
right_child=1 3 7 5 -6 6 -8 -9 -10 -11 -12 -13 13 -15 15 21 -18 -19 22 20 27 -23 24 -25 26 -27 -28 28 -30 -31
leaf_value=9.2836886024721867e-06 -0.00010075349235357221 -0.0001926903496874512 -0.00026135123983589387 -0.00012270820868560663 0.00010984638098536643 6.9152507947603349e-05 0.00048993304892139397 -1.1320044594889805e-05 -6.6461453819737472e-05 -0.00026540219130920099 -3.0861420353752432e-05 0.00028455810029884412 0.00019960818892404144 -0.00030797139929666261 0.00025154083136892587 0.00049020452592241776 -0.00033459541847591926 -0.00016087498586159741 -8.0919756618508856e-05 -7.8764312290476173e-05 1.7695317361919001e-05 -7.8367380449820956e-05 -0.00026876389768418544 1.3358272315316943e-05 0.00015458969864444935 0.00065060113324606739 1.668194841590462e-05 0.000184271598397155 0.00075719183511159516 -0.00026505420324007925
leaf_count=10767 32744 1859 6244 33190 20222 7148 818 25220 47030 17522 12008 1923 4216 588 3408 481 455 841 20538 11222 4879 7053 1939 25026 6880 957 45169 2417 639 8528
internal_value=0 -0.00837927 -0.063212 0.00344791 0.0871425 -0.00694717 0.113172 -0.080227 -0.104529 -0.173927 -0.102072 0.0584137 -0.0132715 0.140963 -0.0179035 0.0807435 0.227233 0.276208 -0.0265153 -0.0771275 0.0065959 -0.0386303 -0.00503222 -0.0491606 0.0283854 0.351735 0.0359839 0.12081 0.306129 -0.131351
internal_count=361931 241217 120714 208473 22081 186392 7966 108024 82804 35774 18252 12690 178426 4804 173622 13195 5661 5206 160427 52347 19157 7534 108080 54092 53988 4365 52049 7935 3056 29066
shrinkage=0.000980392


Tree=2365
num_leaves=31
num_cat=0
split_feature=785 728 784 921 728 647 590 815 1016 561 784 878 704 859 706 225 624 566 714 519 498 382 290 483 499 21 1122 1044 1449 1458
split_gain=37.6438 30.6797 27.8224 31.2752 26.9433 26.2291 65.2331 25.5361 37.8979 29.184 25.9526 32.7347 26.7953 25.3411 24.8081 27.4092 29.3752 24.7826 26.6644 25.3695 30.3109 29.9473 28.6219 23.5968 23.53 23.4443 24.8155 23.4041 22.9496 22.9533
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 1.4862832230723366 1.0000000180025095e-35 1.0000000180025095e-35 -0.69678743453691805 -0.98545034728205338 -0.21531987359024751 -0.49157419534866048 -1.3605347937444374 1.7603402020327763 -0.62741635080033265 2.1420547332082829 1.2630584235754516 1.0000000180025095e-35 1.6320582252123939 0.60786413343582035 0.66999659315228977 1.0000000180025095e-35 0.79579885031402708 0.96951434157754679 0.74561756370782817 -0.82108684835595114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -4 -1 6 -3 8 9 14 12 -12 -9 -5 15 -2 -17 19 -19 20 -14 -21 24 -24 -22 26 -6 -16 29 -27
right_child=1 5 3 13 25 -7 -8 10 -10 -11 11 -13 17 -15 27 16 -18 18 -20 21 22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00013475305892801954 9.7031937735240356e-05 -6.9495495349034114e-05 5.7140113781539324e-06 0.00043422891193033901 4.688618758907753e-05 -7.5813760958626936e-05 0.000443066180031995 -5.4815048930173386e-05 -1.9684410362447673e-05 -0.00035204983249102133 1.9666586743087487e-05 -9.6257019015759301e-05 -1.6394947460418809e-05 0.00010203500800447853 -0.00014004112944119684 -0.00066166222634634502 -8.0478556233576083e-05 -0.00014089826511552681 0.00024735841523335365 0.00029662956960753965 0.00024544784719773995 4.8681442966202134e-06 0.00077670073253082361 5.8533959170988928e-05 -8.82903086449145e-05 0.00028844411830516461 -0.00020305276487028745 -0.00044169482950828039 0.00032923663587416561 5.4351909470000254e-05
leaf_count=3396 6276 4821 34551 1153 9068 93730 1384 16093 45506 4775 18849 23730 30455 6442 13182 1054 13419 913 3913 2788 1716 2684 416 272 1618 2119 2064 2632 2174 10738
internal_value=0 -0.0282401 -0.0152904 0.0347073 0.0527803 -0.0671399 0.0797785 -0.0274691 -0.0600458 -0.125921 -0.00613488 -0.0470387 0.022442 0.156201 -0.103667 -0.0438783 -0.109045 0.0482375 0.187088 0.03015 0.00759932 0.159008 0.173048 0.531173 0.0901158 0.0748346 0.00138405 -0.186757 0.131015 0.0973116
internal_count=361931 332372 232437 42146 29559 99935 6205 190291 86844 41338 103447 42579 60868 7595 36563 20749 14473 44775 4826 39949 34477 5472 4022 688 3334 26163 11132 15814 15031 12857
shrinkage=0.000961169


Tree=2366
num_leaves=31
num_cat=0
split_feature=785 519 727 713 962 872 583 831 689 954 382 959 967 789 550 728 545 643 609 914 767 706 797 649 903 407 10 151 758 574
split_gain=47.7329 38.4324 44.4508 43.0801 48.4365 44.2764 38.3039 35.5639 36.4469 35.461 35.4382 33.5923 32.5923 28.4976 28.3353 28.0493 27.9501 31.6871 33.7572 27.7608 36.5826 27.5857 27.146 27.1208 26.8007 26.7004 26.3857 27.7847 25.2972 26.6131
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.3714217264408297 3.0757328524286596 -0.55326332990463356 2.0523937188146193 -1.1110989058077336 0.98873640907070304 1.0000000180025095e-35 0.84086088814742543 1.0416760712798214 1.1248358748350926 0.29966714842153758 -0.49008176997875957 -0.42272316119950532 1.0000000180025095e-35 -0.93177752141597858 2.4975337861131606 0.38454585285060172 0.85558832110916161 1.0000000180025095e-35 1.0000000180025095e-35 0.50238127304634717 0.84645902423176334 3.8122059777807316 -0.48910163719382788 0.37053661850120173 1.9648511695474458
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 3 21 6 5 7 14 8 11 12 13 -5 16 -4 -2 -1 26 18 -18 28 -21 -3 -13 -23 -20 -19 27 -10 -8 -30
right_child=1 2 10 4 -6 -7 19 -9 9 -11 -12 22 -14 -15 -16 -17 17 25 24 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00013472840117468955 5.6536526653423145e-05 -0.00014392265045265742 0.00029541558234272161 8.2024317614994499e-05 -0.00013507920027325542 0.00021691777779912132 0.00024874725964387233 9.7098681139960757e-05 -0.00022120014994918155 5.4721678568794177e-07 1.5144178959539585e-05 1.3334876830361875e-05 -0.00017697955442377814 -4.7387886248386682e-05 0.00027724766670408929 8.0190515681936229e-05 -0.00018305662409561695 -5.1337558194015458e-05 3.1021776037814833e-05 0.00058347135557830694 -0.00043748532832565734 -0.00012520572826338626 -0.0002138127685757665 0.0002626628329249407 -8.2552242765534405e-05 -0.00022080970701022519 0.00068359712409687262 -8.3427094829226e-05 -6.9094148149322575e-05 0.00013160843545870012
leaf_count=3396 15596 6191 5244 17939 45726 2801 1170 7791 14149 31644 5700 6465 18186 1127 2745 26163 6628 11425 35264 698 223 1462 4439 1794 13882 8470 177 29964 31956 3516
internal_value=0 -0.031566 0.053044 -0.0389906 -0.052704 -0.0400962 0.0168636 -0.0444038 -0.0508118 -0.0640953 0.132024 0.0232713 -0.0815599 0.236277 0.0969486 0.059413 -0.0682399 -0.0438316 -0.0173984 -0.0262761 0.352285 -0.0609908 -0.0755052 0.0981912 0.000395837 -0.124391 -0.120785 -0.125452 -0.0364534 -0.0488775
internal_count=361931 332372 21518 310854 254950 209224 55904 206423 198632 169789 12071 28843 138145 6371 18341 29559 119959 75669 55774 37563 921 9447 10904 3256 49146 19895 44290 44113 36642 35472
shrinkage=0.000980392


Tree=2367
num_leaves=31
num_cat=0
split_feature=785 125 50 198 471 885 727 1426 628 671 1053 1174 1050 1465 56 188 635 1463 1380 498 1039 220 559 146 1385 305 356 1461 1451 626
split_gain=39.9441 28.5971 30.84 31.671 28.3451 31.6562 26.3384 26.0269 24.0062 23.6595 23.6035 23.5384 23.109 29.9596 22.9029 30.1964 31.9862 24.9618 28.7992 23.6893 26.5696 23.3687 22.6643 22.7783 28.6236 22.4635 22.3995 22.3527 26.3323 22.7771
threshold=-0.86283290253235112 1.5320262332576917 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 2.9080136987884808 1.0000000180025095e-35 1.3963709736238232 -0.14852154995850042 1.6550864193358736 1.7516818335436539 -0.68099024907050076 0.6793336516478774 -0.079034750824344205 1.0000000180025095e-35 1.0000000180025095e-35 0.70784550577498973 0.94170239728407068 2.0903577598498608 1.9004659221911799 0.32078187212147613 -1.7515792937488481 -0.61794453292036244 3.0783482178314734 -0.83148835040635605 0.39069404352433207 -1.0152586089318227 0.92086227942272492 -0.2263619558997208 -0.49810623540480964
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 10 9 -1 14 -9 12 -3 -11 -6 -14 15 16 17 -2 -19 20 21 -17 23 -4 -25 -18 -16 -28 -29 -30
right_child=1 4 22 -5 5 -7 -8 8 -10 11 -12 -13 13 -15 26 19 25 18 -20 -21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-1.5259130263527786e-05 -0.00016120860886087535 -1.82135358066615e-05 5.0435016326144905e-05 -0.00012594653293651861 0.00019233890433834337 -0.00030694459499381086 0.0001121117204866872 -4.2363171125769372e-05 -0.00022738736549498756 -0.00074124970313913983 -0.00042281548560858237 2.4756960919795579e-05 0.00014664652913469017 -0.00023313425124882659 -9.5927855429834977e-05 -0.00042771366149880617 0.00011054712203633951 -9.1834878691360981e-06 0.0010093256509205097 0.00024047893829304433 -0.00013511369581914299 2.183587393409481e-05 -2.2300131672291661e-05 0.0015113501766463545 9.3601243432617936e-05 -0.00021526906656276461 -9.2165681331362676e-06 -2.6125872258123143e-05 -1.8059056655617339e-05 0.00027349307804497763
leaf_count=12551 40071 9877 23297 32867 8986 706 17008 8965 9887 243 796 449 2080 1334 14032 738 5780 5228 196 1579 9610 23139 49762 86 144 1987 70298 4481 1789 3965
internal_value=0 -0.0266137 -0.0335469 -0.0483032 0.0412041 0.0989752 0.0568803 -0.0383536 -0.132644 0.12164 -0.0457731 -0.23882 0.142069 0.00162985 -0.0305394 -0.061864 -0.107651 -0.138421 0.027138 -0.0133914 -0.0272479 0.0110594 0.00432903 0.0584383 0.689632 0.0409227 -0.00812584 0.00500367 0.0985542 0.193578
internal_count=361931 332372 307901 234612 24471 13798 29559 201745 18852 13092 10673 692 12400 3414 182893 88328 53262 45495 5424 35066 33487 23877 73289 23527 230 7767 94565 80533 10235 5754
shrinkage=0.000980392


Tree=2368
num_leaves=31
num_cat=0
split_feature=50 56 651 1470 753 1427 630 836 87 280 828 764 1049 703 1229 1470 6 770 54 1449 1042 1112 1384 183 330 475 685 339 1456 1427
split_gain=18.7167 35.072 21.8134 20.7629 22.3487 22.1605 21.3586 25.2436 24.3369 21.6745 21.3091 20.5131 19.9959 19.6557 19.2097 22.5982 21.5459 23.3333 21.4569 23.1045 22.2841 21.8653 21.4361 21.5338 24.2798 23.0035 26.3552 27.1255 25.2831 25.5167
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 -1.2126727935954851 -0.29671789949796229 3.2028012164226962 0.99144875670122379 0.4177647046209943 -0.040675124119309396 -1.1140816792880257 1.7944779504305701 -1.2276500284806808 1.7619212966369413 -1.6826210453188928 2.6861236952522742 0.92007089127680419 0.64212343684478757 -0.58684085416921683 -0.42445565733332025 3.6725314242296441 1.5779724173843153 0.31509868183523981 -1.1060034292533321 -0.47672773491226839 5.5487797831103203 1.0000000180025095e-35 2.3228665155769002 0.51440846954690223 1.3778752582070839 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 10 -10 -1 -11 -4 -3 18 16 -16 -18 -5 20 22 -21 -20 -24 25 -25 27 28 29 -27
right_child=-2 13 12 14 -6 -7 7 -9 9 11 -12 -13 -14 -15 15 -17 17 -19 19 21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0042455488786813638 0.00020371739000692353 -0.0069332588628085254 0.0027838348754219248 -0.006852713040956874 0.0068052799349284576 0.022003024752770477 0.019168730528452155 -0.01434918027663176 0.051854786152602778 0.050065081325475394 0.019228658721811495 -0.020446585180887402 -0.015855722591997568 0.00013598141854390017 0.0067995275287110303 -0.025340689796121408 0.10836544623614008 0.026502970029206107 -0.013454932641591609 0.032306507420697343 -0.013007626526723238 -0.018472313025234353 -0.0046840515178015176 -0.0026001781188279803 0.05683298673669529 -0.0026888306802593884 -0.018455441166606808 -0.010412844383662259 0.023966652906365175 0.01088410515987911
leaf_count=2593 197382 3093 6012 19951 2557 174 451 197 28 32 240 1055 375 87364 428 121 25 95 1607 203 2760 74 16935 11729 37 1700 610 1057 497 2549
internal_value=0 -0.0280072 -0.0765711 -0.0942572 0.0222195 -0.0715131 -0.106476 0.285907 -0.1729 -0.499818 -0.0666784 -0.56069 0.0520174 -0.0012775 -0.115398 0.281694 0.461398 1.28663 -0.122177 -0.086433 -0.093284 0.595004 -0.0781754 -0.0642395 -0.00236742 -0.00801343 0.122744 0.167007 0.235577 0.163816
internal_count=361931 164549 74092 67705 7327 4770 4596 648 3948 1115 2833 1087 6387 90457 60378 669 548 120 59709 39758 39481 277 36721 35114 18179 18142 6413 5803 4746 4249
shrinkage=0.0329888


Tree=2369
num_leaves=31
num_cat=0
split_feature=785 728 784 921 728 1022 1016 647 590 727 885 1038 1134 1237 990 570 15 11 1145 1444 636 840 211 1089 1151 11 1362 1453 50 1047
split_gain=46.1847 43.0174 31.3195 33.4815 29.9823 29.9646 30.7168 29.0118 70.4356 27.0961 25.9901 25.7091 24.646 27.2758 24.1721 23.7297 25.2401 30.7636 27.0538 27.0976 24.7347 24.6242 23.2299 24.9493 24.1768 34.2886 22.9975 22.6487 22.5439 23.4412
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 4.8263866747680533 -0.17630926381181156 1.0445639817206116 1.4298092310842805 1.09266583130301 -0.48460852809644533 1.5345964658009021 -0.87191264689159853 1.0000000180025095e-35 1.0000000180025095e-35 2.4129057422810987 2.2007510576511109 -0.36184153364335253 0.44837531086292992 2.4190504380954585 -0.377541397473169 1.8627633281097242 2.1847129145757513 1.4829784501753427 -1.0794544675301283
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 6 10 8 -3 -5 22 -12 13 26 -11 16 18 -18 19 21 28 -9 -2 -24 -25 -26 -6 -13 -17 -30
right_child=1 7 3 9 12 -7 -8 15 -10 14 11 27 -14 -15 -16 20 17 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.00014053186227569724 -6.1828690473365961e-05 -7.8277462628513917e-05 5.7300637081719168e-06 -0.00011791121332259883 8.6717389698237225e-05 -6.4791150435586656e-06 -2.8467932349163986e-05 1.6004232743563942e-05 0.00045414823082876873 0.00013985922208873184 0.0012101088473338631 -0.00016846687976708753 0.00024686785844331497 -0.00020371709058695825 0.00043523441391050201 -0.00013924750324280174 0.0017697195703627823 0.00015071322079454114 -0.00015593580244347615 -0.00019234519052434862 0.00034847639729940108 0.00043912564752901869 -0.00024929385482835777 -9.4462490624471488e-05 0.0015599375545143246 -6.325122473351078e-05 -0.00026286807918117939 0.0015525840613580179 0.00057250300528328057 -2.2785626463599765e-05
leaf_count=3396 17696 4821 34551 1294 20343 103001 45923 14782 1384 4808 102 239 3309 1683 1493 55011 48 2192 11558 4136 602 654 16988 6049 97 168 828 28 379 4368
internal_value=0 -0.0326081 -0.0172673 0.0357154 0.0569786 -0.03017 -0.0648843 -0.0784736 0.0757936 0.161137 -0.123555 0.420745 0.0802072 0.0557313 0.216633 -0.0907462 -0.0372968 0.203565 -0.0572952 -0.00401119 -0.122024 0.0390499 -0.132122 -0.194568 -0.0597623 0.617206 0.0760825 0.0656351 -0.127724 0.0208115
internal_count=361931 332372 232437 42146 29559 190291 87290 99935 6205 7595 41367 369 26163 22854 6301 93730 33370 2240 31130 19572 60360 15436 40998 23302 6314 265 21171 267 59758 4747
shrinkage=0.000961169


Tree=2370
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 728 727 647 590 747 746 1002 1134 1237 520 570 1421 1362 913 73 912 783 632 1087 18 65 209 834 636
split_gain=46.7747 33.3011 30.118 34.5815 28.4585 30.9415 28.4131 28.41 26.2207 65.1202 25.573 24.5005 24.3036 23.7012 26.4369 23.1451 22.9333 24.2109 22.6305 22.3589 22.3043 26.7307 23.8384 23.0557 23.7515 22.7291 22.2296 22.2162 21.9088 21.8923
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 6.1031850957970919 1.0000000180025095e-35 0.69854289147193727 1.0445639817206116 1.4298092310842805 1.5103007336851382 -0.48460852809644533 1.0107116206971127 1.8627633281097242 -1.0282579537198486 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 -0.97694724628095508 0.48381857508364595 0.23696906566319156 1.3963992400794327 2.4129057422810987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 10 -1 -5 9 -3 11 -2 -9 14 18 -13 17 28 -8 -7 22 25 -21 -24 -25 -22 -23 -14 -10 -18
right_child=1 8 3 7 -6 19 13 12 16 -11 -12 15 27 -15 -16 -17 29 -19 -20 20 21 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013311363394964278 -0.00016142991756975817 -7.175963848551766e-05 7.4010005400823704e-06 -0.00012295517486309504 -3.928266865162481e-06 -0.00015629403741380081 9.3291608279377184e-05 0.0002721824795878719 1.179626620242766e-05 0.00045052051001206756 0.00060641695097852306 -6.9672055913463454e-05 -0.00040360470555325607 0.00025337401713144931 -0.00019882538543158717 0.00026143194357962655 -0.00011391509245393177 -0.00025533227604584996 -0.00026080759079488654 7.3733983705708166e-05 0.00043812404175340832 0.00077484205603392607 0.00014886480869125964 -7.729282129594166e-05 0.0017016075363277627 -0.00020217625082699872 -0.00043638663036697404 0.00022016795986688916 -0.0002391870950404074 0.00033710821360023139
leaf_count=3396 33878 4821 34551 1294 103001 5981 20343 5339 27682 1384 169 6267 480 3309 1683 1053 59758 3085 828 15948 301 231 2759 14607 35 5942 119 482 2603 602
internal_value=0 -0.0276823 -0.0141911 0.0378172 -0.0268597 -0.0607381 0.0625416 0.165418 -0.0681902 0.0786643 -0.119701 -0.125933 0.222321 0.0851242 0.0611148 -0.0111567 -0.0799182 -0.0272067 0.0811383 -0.025298 -0.00727239 -0.134416 0.0142455 -0.0418358 -0.0746144 -0.1731 0.45116 -0.0837495 -0.00726691 -0.110778
internal_count=361931 332372 232437 42146 190291 87290 29559 7595 99935 6205 41367 41198 6301 26163 22854 7320 93730 33370 21171 45923 39942 6593 33349 17401 14642 6243 350 962 30285 60360
shrinkage=0.000980392


Tree=2371
num_leaves=31
num_cat=0
split_feature=785 728 1134 1237 1362 516 452 506 495 579 837 789 875 928 718 651 507 3 912 1038 470 906 497 1470 1452 1465 1002 1470 146 421
split_gain=19.1621 19.731 21.9311 22.7593 20.5006 19.1805 27.9259 58.3177 31.8767 26.9231 27.3513 26.0993 23.77 23.0053 34.4697 36.9256 37.5121 31.6744 30.9939 30.4487 27.1376 26.2835 24.6274 29.7239 24.3615 23.2977 23.1218 22.6006 23.5664 22.5406
threshold=-0.86283290253235112 -0.49008176997875957 1.0445639817206116 1.4298092310842805 1.8627633281097242 1.0000000180025095e-35 0.60725649753328859 -0.33605752069368178 1.6570080566542724 1.0000000180025095e-35 -0.21885928108285027 1.1248358748350926 5.2420528363779217 -0.52992354128753727 1.7690287660176487 1.1107569744011787 1.0941628986121894 -1.1986659295676256 1.4915456331499788 1.5197873595272351 1.0000000180025095e-35 -0.0066211250818630609 0.32537039755192221 0.43911945032593663 0.39976317982519466 -0.32159838348241315 -0.32459312438081372 -0.43211225828178224 -0.27463205779499944 0.052567365267067193
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -8 9 10 27 13 -10 17 18 16 21 -7 20 -19 -15 -16 23 -23 -25 -26 -20 -2 29 -29
right_child=5 2 -4 -5 -6 11 7 -9 12 -11 -12 -13 -14 14 15 -17 -18 19 26 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0046002913327627898 0.0021744643621921145 0.0027614436702003376 0.0088015990345540994 -0.0077865491139874647 -0.010337594262798419 -0.0052197374353887566 0.010255132248141487 -0.00093174344415642048 -0.005688972709930214 0.00087194448549949048 -0.0044070894951996889 -0.0026077655159846384 0.059548182142247545 -0.0036946122611630039 -0.0024028569554895855 -0.0075781191000373312 0.011315826953593152 0.0016813781773194958 0.0069870454754205153 0.0083895448401997384 -0.00039184244810891195 0.0056321496172710098 0.00062071995423749083 0.017561400893221429 0.069214017230220179 -0.021243554855581569 -0.00032023701559008751 -0.0028406245952333127 -9.712158205085541e-05 -0.013506063790719719
leaf_count=3396 14117 20343 3309 1683 828 5071 4108 17725 16863 32540 35422 23724 30 38270 5395 2045 3710 45272 5404 4894 44783 2389 3384 829 104 27 6792 4792 11305 3377
internal_value=0 0.0448449 0.0638461 0.0406168 0.0593901 -0.0133483 -0.0360054 0.041917 -0.0515568 -0.0339073 -0.0631522 0.000729603 -0.14557 0.0108478 -0.00840023 0.0795726 0.115436 0.0477616 -0.0268117 0.0631483 -0.0440018 0.0527033 0.145794 0.286799 0.619878 1.44221 0.0756416 -0.0149879 -0.0707025 -0.179908
internal_count=361931 29559 26163 22854 21171 332372 140279 21833 118446 101553 69013 192093 16893 168369 113132 17883 15838 55237 95249 50166 83053 12128 6733 3349 960 131 12196 33591 19474 8169
shrinkage=0.0378938


Tree=2372
num_leaves=31
num_cat=0
split_feature=871 462 1466 710 432 1375 1364 1321 986 549 21 698 1304 915 308 1460 423 268 609 1383 1450 1459 743 1470 1467 1458 1454 1452 1455 1459
split_gain=18.9144 22.003 22.4117 21.4144 21.2372 21.7609 22.9216 22.7015 21.0312 19.454 19.3008 26.0858 25.9055 25.9432 24.9659 21.9463 19.1931 24.9545 28.619 25.801 24.6508 23.1095 26.2985 26.7795 24.6878 27.6371 27.8353 27.2021 48.6318 29.9344
threshold=1.0000000180025095e-35 3.5900732819318715 2.0059357122245594 -0.77430607187912159 0.56563410195930608 -0.27377523386692942 3.9662794768705472 1.0355474233740729 1.9482070137671237 -0.71494927360906757 -0.70163543588998201 1.5280320821858298 0.86938636594157181 1.3503921917017858 1.4257133859572404 4.7503754567465002 0.26303606961368176 1.0000000180025095e-35 -0.93177752141597858 -0.47641209119050948 -0.33386868244407664 1.9632967188765165 1.0000000180025095e-35 -0.30201883572949845 0.44520113322763349 1.2067754800055484 -0.051110432140844611 -0.5285793083120659 1.070009592466624 1.2659885913983882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 -3 5 6 8 -7 -2 -8 11 -6 13 14 -13 -12 20 18 -18 -20 21 24 -23 -24 25 27 -27 28 -1 -29
right_child=4 2 -4 -5 10 7 9 -9 -10 -11 15 12 -14 -15 -16 -17 17 -19 19 -21 -22 22 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.0017863035501824915 0.00088125098138059797 0.011245606751156878 0.03754604046915009 -0.016423308873884816 -0.0028918003199634623 -0.0047095008421276898 -0.027405477874681859 0.0038894923960289475 -0.010142537678305783 0.064795271758628856 -0.0091373266950517951 0.053579036750247479 -0.039203066924327269 -0.034779343317190584 -0.048742881987966315 0.072024977417223093 -0.0061107894277405844 -0.0029462676484250088 -0.0023462882159905542 0.0020234848972779979 0.0013756078849389603 0.00092504116642071828 0.0087434947767771592 0.038907639804317447 0.0019448655534224852 0.011969067410853691 -0.0031390631159570466 -0.002836839467381393 -0.01243987251424989 -0.016010914761937688
leaf_count=19706 32709 269 69 1633 6097 18913 37 3502 1945 71 8154 234 62 60 27 20 6497 35794 16111 33716 106472 1558 581 224 18340 1955 1467 42475 1962 1271
internal_value=0 -6.10937e-05 -0.262583 -0.31891 -0.0458825 -0.0254409 0.0131653 -0.0889613 0.00945983 1.13396 -0.142519 -0.0268719 0.619809 0.890039 1.17814 -0.231431 0.00144665 -0.027163 0.00279883 0.0196696 0.0135843 -0.0143771 0.187615 0.481376 -0.0209538 -0.041228 0.149273 -0.0522547 0.0132371 -0.0856513
internal_count=361931 290100 1971 1902 71831 57177 34762 22415 34654 108 14654 6480 383 321 261 8174 288129 92118 56324 49827 196011 89539 2363 805 87176 68836 3422 65414 21668 43746
shrinkage=0.0378938


Tree=2373
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 1022 1016 727 727 570 15 11 1145 1444 1015 221 1002 840 636 50 677 885 1038 1047 785 513 913 73 912
split_gain=50.5667 39.9321 34.8397 39.0653 30.7251 75.9845 30.5709 33.6014 29.5589 29.3433 25.0756 25.0802 32.6338 26.2458 26.7111 24.7795 27.295 24.5442 24.3124 24.2866 24.1839 23.9793 24.2033 27.1284 23.3929 22.4117 25.5127 22.3066 22.3013 27.0123
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 -0.48460852809644533 1.5345964658009021 -0.87191264689159853 1.0000000180025095e-35 1.0000000180025095e-35 1.2191568012335126 -1.1987563122234735 0.69854289147193727 2.2007510576511109 2.4129057422810987 1.4829784501753427 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 -1.0794544675301283 2.9970139449733542 1.0454229551509682 -1.0282579537198486 0.90046092823542667 1.6442246313874156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 5 -3 7 15 -1 -5 11 13 -13 14 18 16 -2 -11 -6 20 -12 22 -18 -24 -22 -8 -27 -9 -29 -30
right_child=1 4 3 9 10 -7 25 27 -10 17 19 12 -14 -15 -16 -17 21 -19 -20 -21 24 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-1.6447763295694693e-05 -0.00042207354077084897 -8.079018396432693e-05 4.5302547986113208e-06 -0.00012086400439898145 1.6950657981924841e-05 0.0004831983486443636 -1.5471653198004185e-05 -0.00016122503566984913 0.00011813656743509408 0.0002794307835774758 -0.00014323815264555631 0.0018542506331610169 0.0001531507716761668 -0.00015587854508774713 -0.0001939406268157941 -0.00032977603493020846 -0.00014637191653775193 -7.5642443506204477e-05 0.00044563859273236909 0.00034957865002921098 0.00058855340188786003 1.7512767988362294e-05 0.0013031928210924929 2.5330349624132274e-05 -1.8533633197462694e-05 5.3216027651858986e-05 0.0004417558440759342 8.8228579143963465e-06 -0.0001724744253696245 0.00043378352194917364
leaf_count=12551 2819 4821 34551 1294 14782 1384 98491 5981 17008 5339 55011 48 2192 11558 4136 5431 25541 962 654 602 379 7254 89 233 4368 3634 876 33173 6408 361
internal_value=0 -0.0338395 -0.019079 0.0367517 -0.0780032 0.0806751 -0.0326707 -0.0676923 0.0598408 0.172011 -0.0906219 -0.035693 0.204342 -0.0556157 -0.00319024 -0.128904 -0.107559 0.229603 0.0395217 -0.122738 -0.128387 -0.0909009 -0.136597 0.424273 0.0255884 -0.00902937 0.141558 -0.030802 -0.0128254 -0.137685
internal_count=361931 332372 232437 42146 99935 6205 190291 87290 29559 7595 93730 33370 2240 31130 19572 41367 35936 6301 15436 60360 59758 33117 25863 322 4747 103001 4510 45923 39942 6769
shrinkage=0.000980392


Tree=2374
num_leaves=31
num_cat=0
split_feature=728 659 224 698 1180 770 764 797 854 710 705 1106 1099 829 844 156 342 1250 1119 203 326 772 697 588 70 429 1188 426 409 691
split_gain=18.9774 21.204 19.9482 23.4395 21.7693 19.9222 23.2452 22.3487 27.3353 22.8739 22.1903 25.9692 22.1336 21.687 20.1111 19.8882 20.8507 23.0233 25.5467 20.1627 24.6311 22.5793 21.5784 19.8174 19.8507 19.6769 20.1228 19.6215 20.2674 20.4131
threshold=1.0000000180025095e-35 0.62821384419828064 1.1067727889813797 -0.49604137631429129 1.6971970758228874 1.3726249643068849 -1.0384766776915233 0.63961785378869596 -0.87473648844905705 0.5527557478562467 1.215584911221339 -1.4944268365269913 3.1210475520479206 1.8551110394532768 -1.7824460305044274 -0.5650907904005712 -1.0558850486342535 0.85606661438608744 0.59533438575413511 1.0605395091208547 3.5996930392126116 3.0681732322211039 1.3682821669362175 2.250834115212506 1.9643920808400135 -0.46340417007319679 2.3172588989324745 2.6217642627576114 1.8072418525143996 1.9559762663115983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 10 -9 23 15 -12 13 14 -13 16 17 18 -8 21 -21 -17 -23 24 25 26 -10 28 29 -3
right_child=-2 27 3 4 -6 -7 7 8 9 -11 11 12 -14 -15 -16 19 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017415461525302092 -0.001291869124660807 -0.00050812147585762668 -0.0050605571816314089 0.00084156481955808724 -0.010548648014548032 -0.0021741959142137514 -0.00058412300098302787 0.0068485487549465908 0.00048300343568831759 0.0026819016833238116 -0.014371249677985223 -0.03592928325064132 -0.017949340187969669 -0.008333842815599353 0.0062799823048907992 0.0013618490329583379 0.0041442751766911385 0.007264512436903397 -0.014490627195018316 -0.0021684472570127904 0.070847124865271449 -0.026054011322895265 0.035620936790809042 0.0059221172631085481 -0.019339267770536583 -0.0052394935429908862 0.03491876150167899 -0.013592173032487645 -0.0090154618802838326 -0.0098755954546792431
leaf_count=20648 109090 35349 10977 16607 1407 14751 4235 2210 3866 5494 594 96 392 715 14036 59852 22124 1606 1231 17307 25 314 40 1109 654 11426 101 938 2942 1795
internal_value=0 0.00251131 0.0115558 -0.0471669 0.00167384 0.0197609 0.0265612 0.035772 -0.0258169 -0.0513455 0.047928 0.125433 0.140723 0.151725 0.170044 0.0364437 0.0855848 -0.0290012 -0.107962 0.0178043 -0.0566425 0.0350089 -0.529247 -0.09242 -0.115503 -0.100236 0.043421 -0.0450712 -0.0376411 -0.0253878
internal_count=361931 252841 211817 28991 18014 182826 168075 147427 24860 22650 122567 15833 15239 14847 14132 106734 29196 7072 5466 77538 17332 60206 354 17156 16047 15393 3967 41024 40086 37144
shrinkage=0.0357081


Tree=2375
num_leaves=31
num_cat=0
split_feature=785 728 728 735 1022 1361 139 647 590 1065 1117 21 1235 829 495 619 625 431 1271 150 421 852 1256 772 1470 1022 1016 85 708 1469
split_gain=49.0147 36.9976 30.532 28.8458 29.5468 39.4542 28.9274 26.5688 66.3621 25.251 29.017 25.8096 24.9881 35.058 24.478 23.9352 27.2423 24.8814 24.8729 23.5569 24.3145 30.0694 23.363 25.0089 25.6045 23.4715 26.9967 29.215 24.174 22.9648
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 2.2560756724538602 1.0000000180025095e-35 1.0000000180025095e-35 1.8341961866858918 -0.87782724458594241 0.58895901036483078 1.0518754624258557 -1.6505790610122235 -1.0798509198017876 -0.94625487755706195 1.9012871557769564 0.55441035372287939 0.83082504555296788 1.392426968282831 2.7922822542294714 1.0000000180025095e-35 -0.45926076786608272 -0.84969188237891136 1.0000000180025095e-35 -0.21380900901904068 -0.9136983003847009 -1.3545928909252491 1.0000000180025095e-35 1.0000000180025095e-35 0.5895965731227466 0.061968288450654621 -1.3263328046252252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 15 19 8 -3 10 -4 -12 -7 14 -14 16 17 18 -2 -6 -21 -22 25 -24 -25 26 27 28 -13 -9
right_child=1 7 9 -5 6 12 -8 29 -10 -11 11 22 13 -15 -16 -17 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014129237085200002 -6.609619988688249e-05 -7.7540167219452918e-05 -0.0004590435830354015 0.00010438926047515172 -3.2319110763614115e-05 -9.2780961017293511e-05 -0.00014187673660715774 0.00042924347922241012 0.00044883192781041396 0.0002560537385306951 -0.000249825424684947 2.1005798783459719e-05 5.8761155800914259e-05 -0.00027659245808107441 -6.0735276104014408e-05 2.7976556983785412e-05 -0.00036406974438719686 0.00064192955906546521 -0.00020522991516219724 0.00011056607448730151 -2.1810329640382674e-05 8.065646933569144e-05 -0.00014716607266332914 -0.0016461841415848376 0.00019055379434332291 0.00012767422180259453 9.5653300148399069e-05 -0.00048221436203398809 -0.00059450074225470559 -8.690180402236911e-05
leaf_count=3396 20156 4821 518 7713 45347 17861 6982 354 1384 3397 1121 1978 26717 2105 10147 5280 4701 371 16780 12613 38356 17308 1158 33 9931 4389 2232 1059 347 93376
internal_value=0 -0.0311916 0.0609904 -0.0169866 -0.0220806 -0.0530577 -0.000426294 -0.0737731 0.0737582 0.0843637 0.0593841 0.0703628 -0.017669 0.0105506 0.0247799 -0.114576 -0.139847 -0.118926 -0.12516 0.00730687 0.0310788 0.0118445 0.0865363 0.154363 0.188107 0.0128541 -0.0763914 -0.198314 -0.0653235 -0.0855433
internal_count=361931 332372 29559 232437 224724 104118 120606 99935 6205 26163 22766 22248 56830 38969 36864 47288 42008 37307 36936 113624 68277 55664 21127 11122 9964 10005 5616 3384 2325 93730
shrinkage=0.000980392


Tree=2376
num_leaves=31
num_cat=0
split_feature=785 728 1431 728 647 590 771 125 395 703 1470 794 753 154 417 700 1065 1117 21 141 1256 772 1470 1079 804 773 497 705 1124 540
split_gain=52.1131 33.7866 29.0271 27.3718 26.8613 63.5021 26.1997 24.4261 37.1479 30.7459 30.7774 29.3728 29.8045 26.6336 24.7682 24.2734 23.7327 26.6173 25.7774 23.1079 22.8563 24.7585 24.25 22.7207 23.8846 23.7887 28.784 24.6049 24.2772 23.4781
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 1.4820751525130569 1.0000000180025095e-35 1.0000000180025095e-35 -1.5610358635380586 -1.3664195657027294 2.2041218380651819 -0.59375710567929785 -0.63631282404453016 2.924606770914282 -1.3215676011246824 1.0518754624258557 -1.6505790610122235 -1.0798509198017876 0.095465115248672336 -0.21380900901904068 -0.9136983003847009 -1.3545928909252491 1.9634214862007473 1.3537602816678871 0.57629014481034668 2.0895063784560848 1.0870985732619181 1.6665457503468188 1.6305215107933637
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 5 -3 7 8 11 -9 -11 -2 15 -14 23 -13 17 -5 -19 -10 -20 -22 -23 25 -25 26 -12 28 -28 -26
right_child=1 4 -4 16 -6 -7 -8 9 19 10 14 12 13 -15 -16 -17 -18 18 20 -21 21 22 -24 24 29 -27 27 -29 -30 -31
leaf_value=-0.0001260445578052426 -0.00011307879801372932 -6.9730158978198104e-05 -7.991862534632285e-05 -0.00043439979388162458 -7.9902505928106519e-05 0.00044564558998553438 -0.00016952568119950448 -0.00014192798658769053 -4.1375724872465542e-05 -0.00036378956490898401 2.8312469335829142e-05 0.0018523884063998887 -0.0002483224673128633 0.00057715757343307665 0.0006631430270578612 -0.00024504557072694503 0.00025489434807935047 -0.00024591501059802444 1.7518865772112921e-05 5.5797245541513786e-05 -0.00014237361580169073 -0.0015831279212164459 0.00019367969220531896 0.00010161256128984489 0.00058445315463795812 -3.079220891816973e-05 0.00013259134281445975 0.00039678250897948848 -0.00061832290060632599 -0.0010078031199345361
leaf_count=3396 37933 4821 35150 518 93730 1384 4703 5945 23995 824 62402 34 325 951 260 970 3397 1121 10005 20732 1158 33 9931 4646 710 27844 3151 1625 199 38
internal_value=0 -0.0288717 -0.0152909 0.0662469 -0.0696443 0.0789599 -0.00571502 -0.00179657 -0.0331837 0.0181202 0.0260164 -0.0965527 0.175516 0.407378 0.029416 -0.170795 0.0883375 0.064135 0.0746163 0.00546246 0.0907633 0.157857 0.191425 0.0277225 0.157036 0.0199298 0.0417199 0.191868 0.0935859 0.506118
internal_count=361931 332372 232437 29559 99935 6205 197287 192584 84940 107644 101699 40213 2280 1276 100875 1004 26163 22766 22248 44727 21127 11122 9964 100615 5394 95221 67377 4975 3350 748
shrinkage=0.000980392


Tree=2377
num_leaves=31
num_cat=0
split_feature=1442 821 269 795 633 590 854 797 889 1002 1034 1035 540 287 497 1323 1248 755 245 344 1190 15 927 444 705 408 471 417 210 629
split_gain=19.1625 23.2937 27.4273 29.8964 30.67 28.2683 27.7569 72.4269 37.1329 28.2853 30.0839 28.0952 27.124 27.0989 26.1691 25.5079 29.1112 25.7418 25.1832 28.9053 25.1665 24.7118 24.6035 33.4597 24.282 31.0395 28.4075 25.7849 24.1624 23.7638
threshold=-1.2625182715263061 -1.0305144854359449 -1.2832447556410924 -0.29258408639884992 1.6254498913797 0.58895901036483078 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.69854289147193727 -1.1456212390581639 2.9711786819006263 1.0000000180025095e-35 0.27944758639311079 1.9107088128239058 2.8425200577949936 -0.71585297777756518 1.2103694265132638 2.2215055911166384 -0.448881078927023 -0.76761944937284088 -0.26707006916975817 1.0483613175537825 1.0617732612454149 0.99715813669032338 -0.62969605530390083 2.2944869526193208 -0.45360490535082953 1.548194523476383 -1.4564290615521058
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 -3 4 24 -6 7 -5 9 10 -8 13 14 18 -12 17 -17 -2 -10 -20 -13 -19 -11 -24 27 -26 -27 -4 -15 -29
right_child=1 2 3 6 5 -7 8 -9 11 22 12 20 -14 28 -16 16 -18 21 19 -21 -22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.0015043582421015518 -0.00056719018979858177 -0.0023863757386298084 -0.0011311987956962102 -0.0020047822585937685 -0.0047825614455151971 0.0050560345251751369 -0.0048735642285115156 0.010655389252069186 -0.0012794045851960199 -0.0068024929305068238 -0.0046839598074742616 0.051125732517415666 0.00080072949130813894 0.0033433489382732212 0.010867263401493956 0.031075556520585527 -0.00084872365595655514 -0.0014358641401518051 -0.0072838469072196458 0.019819512646745099 -0.00053720801741007713 -0.0081691346156846506 0.0066586075183902114 -0.021807970454479676 0.0015902107611692443 0.0089273994480684182 -0.013374191281518524 -0.01359998607968047 0.017204502383003459 0.0025293921184389298
leaf_count=81122 32891 24847 18713 6223 7538 2185 10001 4104 16675 9285 11081 99 37007 10957 590 343 538 10328 371 685 113 10352 1504 261 9663 7683 350 725 721 44976
internal_value=0 0.000579502 0.00942013 0.0171623 0.0463434 -0.0708838 -0.00751473 0.0975421 -0.0192602 -0.0470184 -0.0271913 0.046858 -0.00461288 0.0407603 -0.104303 -0.0482861 0.371063 -0.0556496 -0.0148595 0.313347 0.817023 -0.136032 -0.147131 0.0742384 0.0600972 0.131513 0.228423 0.0401261 0.122846 0.0668807
internal_count=361931 280809 226357 201510 91833 9723 109677 10327 99350 69729 58679 29621 48678 29409 11671 54452 881 53571 17731 1056 212 20680 11050 1765 82110 17696 8033 64414 11678 45701
shrinkage=0.035008


Tree=2378
num_leaves=31
num_cat=0
split_feature=129 699 700 346 271 561 800 816 1245 858 786 789 623 217 361 203 1105 1458 1465 476 701 296 1429 1465 568 851 663 413 224 1002
split_gain=18.5938 19.9224 23.0924 23.8291 27.2956 26.6135 27.8714 26.6955 26.5044 26.0391 28.2537 28.0946 29.0278 26.3064 23.5535 22.6423 22.2403 22.0398 32.4158 21.9158 28.2648 21.7441 21.7314 21.6021 24.4567 21.5101 25.6248 20.9817 20.5573 21.1948
threshold=1.0000000180025095e-35 0.57952241499799417 0.80354110833047032 0.22414172584433242 2.6793937623835933 0.36051334308712851 -0.57812715656594349 1.6237992503990648 0.7551127920470192 1.0825608069246189 1.0000000180025095e-35 1.1248358748350926 0.39605462292216659 0.16020455958103563 1.146835160524821 1.3520813746060025 -1.2776755375150655 0.20667703603638712 -0.39749697962010117 0.82954461826931392 1.3976119755846346 -0.56410053650187508 1.13172262110474 -0.3943054613730741 0.20285166547763292 0.68308976018130074 3.2862031677096839 0.70976766132373281 -1.2824767877073742 0.69854289147193727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 9 28 11 27 12 14 21 19 -8 -6 18 -4 20 22 -12 -1 24 -20 26 -14 -11 -9 -30
right_child=-2 -3 17 -5 16 6 15 8 -10 10 13 -13 25 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0056635732069589568 -0.0020316434798712674 -0.001276057897811253 -0.002921318504615686 -0.0016533444232749309 0.027091770537941959 0.0031575213185116163 -0.0015904642838170465 0.017955044774660211 -0.010297502317471875 0.002660632236845597 -0.0027034636932726191 -0.0019586792093441922 0.0063592952421162741 0.0029344403369587942 -0.002955430631868879 -0.0090528903135191231 -0.006249986186011032 0.0057639839400818243 0.050974628634754368 0.0001664364834779412 -0.0043433876029263059 -0.019360401244426784 -0.002312877234729557 0.0031296566463087233 -0.013404981639057831 -0.002902239192223596 -0.036298515227429717 -0.0085933764341918593 0.00026485907179682342 -0.013303313948888947
leaf_count=21886 48087 77678 10212 52766 166 7796 27158 323 2107 6219 757 8759 19501 907 6699 4563 6911 9443 125 17655 2704 1354 3056 14317 63 1970 101 1318 6516 814
internal_value=0 -0.00130295 0.0089192 -0.00029977 0.0136519 0.019542 -0.0324653 0.0376163 -0.0681115 0.0496339 -0.0501839 0.0634612 0.0780541 -0.22415 0.0483824 -0.0649624 -0.144138 0.0645287 0.0265608 0.0664722 0.10612 -0.354912 0.129423 0.0948228 0.840577 0.144508 0.16577 0.0205687 -0.00899346 -0.0339729
internal_count=361931 313844 236166 202006 149240 142163 39517 102646 9760 92886 10555 82331 73572 3018 52000 31721 7077 34160 24717 45301 27646 2111 24942 14505 188 21572 19602 7537 7653 7330
shrinkage=0.0371507


Tree=2379
num_leaves=31
num_cat=0
split_feature=1430 1160 809 444 1015 1469 1470 62 324 1466 431 1465 1452 71 1450 1470 1179 141 432 1356 1392 974 546 1452 1316 1458 1381 772 18 678
split_gain=18.3881 37.0226 23.7533 19.5988 21.6854 20.5271 34.5567 25.5901 25.4965 32.1686 22.0794 21.6054 37.3411 23.7433 23.158 31.7963 24.3453 21.5247 21.602 21.1883 20.8964 37.0731 20.8507 28.889 24.7413 20.6292 20.6106 31.2077 22.2104 20.7597
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0617732612454149 1.2191568012335126 0.17255606805766008 -0.25471213661957703 0.22553477650581719 1.0000000180025095e-35 -0.15691252229830835 2.913991098781723 -0.43971662887498569 -0.76841635434299438 -0.10603790962459426 1.4080903315905215 0.95949314053507195 -0.57089628872063425 2.6148591394116383 -0.25005780685682616 2.0056820137573372 2.1214343070909329 -1.0854072913501889 -0.30911672329397971 0.79547082264194502 -1.0443031472323452 -0.269398266067507 -0.73753487436664777 1.7305132642363412 -0.61164356736894732 3.5403029582336045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -7 11 10 -10 12 14 19 16 25 -1 -14 -19 -13 -8 -22 -11 -24 -25 -16 27 -9 -29 -28
right_child=-2 -3 -4 -5 -6 6 20 26 9 22 -12 13 17 -15 15 -17 -18 18 -20 -21 21 -23 23 24 -26 -27 29 28 -30 -31
leaf_value=-0.015665128732823292 0.00027478800115107992 0.00010655133836796874 -0.00033061247571114386 0.003160918966995717 -0.012999030179691912 -0.012090496888413198 -0.016779336674079871 0.007691190530377489 0.008062276791892262 -0.010186499498658292 0.077427035117190499 -0.012803979356102243 -0.0043108897419296697 -0.0026948363309566817 -0.045251613970317753 0.10780153888637665 0.016026520323741956 0.12973566676688345 -0.021786661162148824 0.011846641726240604 0.14789773240133741 0.0012222767248076596 -0.0022818203451230048 0.16483257113547206 0.030885345139116463 0.033724381014777365 -0.0039573260321278192 0.15782362216044157 0.037920732649162625 0.034463086085244926
leaf_count=422 197825 86293 22218 2810 5964 4028 5647 988 4269 2440 61 6998 6204 6785 51 28 790 22 23 269 33 395 832 22 168 189 5967 21 47 122
internal_value=0 -0.0267196 -0.0726244 -0.107276 -0.122205 -0.106467 -0.188669 -0.0995695 -0.0648123 0.0719166 0.230602 -0.111681 0.00466655 -0.174352 0.357053 0.940955 0.186929 -0.0974881 1.80839 -0.29219 -0.381037 0.235803 -0.127674 0.213451 1.04081 0.613857 -0.0124768 0.317963 1.9757 -0.0762308
internal_count=361931 164106 77813 55595 52785 46821 17248 11173 29573 7792 4330 21781 7729 14052 1480 268 1212 6249 45 7267 6075 428 3462 1022 190 240 7145 1056 68 6089
shrinkage=0.0386516


Tree=2380
num_leaves=31
num_cat=0
split_feature=184 559 809 901 446 51 284 1035 1434 1453 1454 977 983 227 626 906 1190 427 567 569 1301 1378 146 1048 1020 372 592 521 574 1260
split_gain=18.2785 22.9707 24.8829 22.4979 21.8671 20.6796 21.6895 20.3523 24.6211 20.1633 19.2883 20.6599 21.0939 20.6093 19.1594 22.0718 19.2565 19.7929 21.2792 19.535 19.0303 20.1478 22.4068 21.0371 19.3793 18.5038 21.1179 67.9668 54.4961 24.9828
threshold=1.0000000180025095e-35 -0.48066800532286452 1.0000000180025095e-35 -0.36373935129344509 1.4396283576286271 1.0111847875080273 1.8060767112771163 2.7120752623385651 1.0000000180025095e-35 0.82266559602565426 -0.27695550371287897 -0.57544888085788914 -1.9345775058541326 1.4707273262213081 -0.57624072631946288 1.4134303788095004 -1.3251257682885138 1.397472773083779 0.23467867960285707 -1.1311541020928517 1.7692563356702355 1.0000000180025095e-35 -1.1204288840791545 2.5289578610165191 3.8714680657772464 -0.89164644713046382 -0.59494694347224619 0.61544172599432045 -0.71454879228704005 0.50724024953333069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 5 3 4 14 -2 -7 10 -9 -8 13 -12 -13 -5 -3 16 17 18 -16 -18 21 22 -21 24 -24 -1 27 -27 -29 -28
right_child=1 2 -4 7 -6 6 9 8 -10 -11 11 12 -14 -15 15 -17 19 -19 -20 20 -22 -23 23 -25 -26 26 29 28 -30 -31
leaf_value=0.0023736552238673358 0.0011225808646183329 -0.0056664011606229409 -0.00077655659918795118 -0.008280544718056438 -0.013843462274212853 -0.006370653146293574 0.027086142389464326 0.027683931431241846 -0.042212929561088415 -0.042336026069639633 -0.012164128273948381 0.079611902634666554 -0.0015465764091511726 -0.023239350730148538 -0.0051455325906861272 0.085878820456419452 -0.046661270360950628 0.072347430271620675 0.044625324636832303 -0.018322328684710884 -0.020380844586589803 0.0093328748698605895 -0.00016873017930353067 0.041635247234601241 0.079689677949463009 5.1124402918702079e-06 -4.8679983239439926e-05 0.00089777506053949818 0.0174735701253841 -0.003130069362501188
leaf_count=29201 41854 5109 45635 12444 1543 6469 273 371 63 42 3252 41 8330 1623 247 36 84 47 121 876 487 2280 4980 113 24 27011 136203 2727 3197 27248
internal_value=0 -0.0298439 -0.0552611 -0.106322 -0.032009 0.0106931 -0.124672 -0.160137 0.422286 0.464262 -0.170847 -0.0915723 -0.0308273 -0.246789 -0.00300935 0.0598505 0.0528916 0.574694 0.342126 0.0281621 0.0394774 0.0637057 -0.0223798 0.0336968 0.00802899 0.00530547 -0.00235789 0.0490299 0.258847 -0.0130063
internal_count=361931 136344 87706 42071 15947 48638 6784 26124 434 315 25690 11623 8371 14067 14404 9295 9259 415 368 8844 8760 8273 5993 5117 5004 225587 196386 32935 5924 163451
shrinkage=0.0394247


Tree=2381
num_leaves=31
num_cat=0
split_feature=785 1431 728 771 954 728 945 842 1329 898 703 1112 634 1065 1117 21 854 784 990 927 11 434 1105 501 419 1180 499 1052 1470 1253
split_gain=36.231 28.3434 29.5716 25.1233 24.984 24.2588 23.6997 24.7779 24.9642 22.9796 27.2459 24.226 32.3594 22.9154 25.781 24.9195 22.6227 22.3499 25.1854 22.871 22.1654 28.8448 22.1217 21.9499 22.3699 25.5494 22.1526 21.9167 21.905 21.6109
threshold=-0.86283290253235112 1.0099929608726099 1.0000000180025095e-35 1.4820751525130569 0.98873640907070304 -0.49008176997875957 1.0000000180025095e-35 0.71825226285302668 -0.24606738263187566 0.1840758846109268 -0.11359322329003453 1.9876916957218846 0.83483099777850855 1.0518754624258557 -1.6505790610122235 -1.0798509198017876 -0.87473648844905705 0.9594655836162902 1.09266583130301 1.0483613175537825 -0.20254272511266302 1.1350330472822183 0.1276985878520723 -0.42766944047450811 -0.41064298362780666 -1.3237054880020491 0.15947476038202593 3.2265450694491338 0.78209301887286675 1.949123076723134
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 17 9 -1 7 8 23 11 -11 -4 -13 14 -7 -16 -17 -2 -19 -20 -18 -22 29 24 -3 -26 -25 -8 -6 -12
right_child=1 6 4 -5 28 13 27 -9 -10 10 22 12 -14 -15 15 16 20 18 19 -21 21 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.00012741605394443839 -1.1934267892418933e-05 -1.8535894890988613e-06 -5.7562565968869009e-05 -0.00016492175134666062 0.00016368828899660298 -0.0004403526315416648 -0.00017855519042549533 -0.00016989464766089144 -9.3523374047296479e-05 -0.00024373472917182796 7.9450034891210702e-06 0.00026534268232508603 -0.00034337159678063758 0.00023911687209558077 -0.00025451328789662141 0.00028096111593938232 -3.3510270972647962e-05 2.2187844338694088e-05 0.00021860163543670238 -0.00021879474481115702 0.00014791241399810914 -0.00019840744058959345 -0.00017456066525714064 6.2414133524128998e-05 -0.00054037269757119049 0.0003155926176195987 -0.00020666862885615632 0.0018998588225893546 -0.00017774048522335562 0.00074557386569029595
leaf_count=3396 157544 3405 51397 4703 4108 518 14008 7665 14299 10746 6293 2302 554 3397 1121 2152 7753 29444 5047 549 10060 1162 6713 5236 206 3503 3066 27 1306 251
internal_value=0 -0.0260752 -0.0177961 -0.00423781 -0.0589198 0.0534752 -0.0823447 -0.0502218 -0.015656 -0.071721 -0.142921 -0.0450612 0.156396 0.0744 0.0505682 0.060941 0.0768962 -0.000396744 0.0482999 0.177581 0.0536513 0.11405 -0.0647557 0.0531922 0.150921 0.274605 -0.0388454 -0.176889 0.0894934 0.0382325
internal_count=361931 332372 280957 197287 83670 29559 51415 37380 29715 78256 24003 54253 2856 26163 22766 22248 21127 192584 35040 5596 18975 11222 13257 15416 7114 3709 8302 14035 5414 6544
shrinkage=0.000980392


Tree=2382
num_leaves=31
num_cat=0
split_feature=1233 218 360 1397 1459 1459 1449 1449 1449 1454 1464 21 1467 1462 1464 1464 1464 1460 1465 1454 1457 1469 955 1454 1459 1456 1459 1467 1470 1464
split_gain=18.2448 23.4368 24.2415 34.385 19.6907 19.6261 27.7271 53.8584 49.3099 45.1757 44.0888 43.8318 40.988 38.765 35.2471 31.3996 49.084 36.1257 35.7804 32.8024 31.097 31.0777 31.6591 29.4899 28.0303 39.4617 36.8083 26.8651 26.6587 25.8317
threshold=1.0000000180025095e-35 1.8059693969379349 2.1468176705839821 -0.70133893439995076 11.689358536934039 0.49900387419946662 -0.32183734465273589 -0.41360575089286639 -0.30724857489969548 -0.80169152520006459 -0.34821093172591422 2.1349806934485605 0.052368138980887803 0.33429654125592945 1.6196093032808887 -0.29994047272053637 -0.31497481326640125 1.8711627172834289 1.4537820900595428 -0.54601782800142706 1.1311994888241439 0.69972433299074843 2.3308467365638124 1.3763541472649148 0.61460736780626057 0.82504800527607469 0.73871680408646412 3.2890808626209771 0.84122639276026845 -0.21277092985742865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 7 14 -8 -10 11 -9 -12 -14 15 16 17 19 21 28 27 22 29 24 25 -21 -26 -16 -7 -17
right_child=1 -3 3 -5 -6 6 8 10 9 -11 12 -13 13 -15 20 18 -18 -19 -20 23 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00033671174135730243 -0.0017421972842003466 -0.011079478453921437 0.031274849580410505 -0.0011258881969469549 -0.041913694166272761 -0.0089584642593751682 -0.023866900919943753 0.032319470092542671 -0.01569189784463176 0.0006239964577141444 -0.0066697979410155492 -0.017298752727915024 0.041919943513098405 0.0054982277339917923 0.014730812281641694 -0.027393623449778769 0.033210859096503016 -0.012776741576767857 -0.014593337933881644 -0.0019805319320226854 -0.0072441745698591138 -0.010976197813593453 0.032528580273967135 -0.00098050114217480681 -0.012528020250741938 0.04951700678579702 0.011761693914594539 -0.038309158044566853 0.0087438586161953224 0.001290057549307071
leaf_count=252818 43169 1982 314 628 58 1693 586 673 1234 36900 856 113 209 476 1976 189 263 745 1129 170 472 1556 164 1541 413 186 3000 55 775 7588
internal_value=0 -0.0547201 -0.0425177 0.348387 -0.00072209 -0.000455258 0.0342162 0.0930218 -0.00261981 0.00624616 0.409051 0.783558 0.166864 0.547192 0.0584528 0.0244569 0.122732 0.0906208 -0.0579186 0.135662 0.291766 -0.0127929 0.0398455 0.226763 0.329969 0.920107 0.270275 0.400282 -0.0957046 0.0186682
internal_count=361931 46093 44111 942 315838 315780 62962 24242 38720 38134 2327 786 1541 685 21915 19412 8786 8523 10626 7778 2503 9497 7941 5310 3769 356 3413 2031 2468 7777
shrinkage=0.0336486


Tree=2383
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 540 497 728 1464 1357 728 708 1431 1139 1 1378 294 1470 813 1173 686 693 1065 1117 21 1116 917 891 1454
split_gain=41.8048 31.3812 37.2946 40.9156 29.9135 32.0637 31.1018 29.9555 29.1822 28.8703 28.5973 27.894 26.3355 26.2194 28.6108 24.3392 23.9474 30.6393 28.9357 27.9904 25.1142 23.7752 23.6896 23.44 26.6717 25.525 23.3344 27.9435 23.9213 29.342
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 2.9110317759397999 1.656418941702585 -0.49008176997875957 0.74657910936426475 1.3962008022525787 -0.49008176997875957 -0.066475362838592636 1.0099929608726099 2.1651563756981602 0.14060148230820743 0.80891129331221767 -0.78032622470695412 -1.2954595170378473 1.304868341751126 -0.50168384141616662 1.6123350876002307 -0.48635573184020991 1.0518754624258557 -1.6505790610122235 -1.0798509198017876 2.8395370799469446 3.2852122247492761 -0.62596221256662365 -0.91909735138557946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 10 7 12 9 -3 -9 -7 13 -1 -6 14 26 -8 18 19 -5 -18 -19 -10 -23 24 -13 -26 28 -28 29 -2
right_child=1 4 -4 16 5 6 15 8 21 -11 -12 23 -14 -15 -16 -17 17 20 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00013694407860681838 0.00022050601946656359 -3.376885669650677e-05 2.7412957853223445e-06 0.00015692662119165001 0.00031645258121305538 1.3275951666640692e-06 -0.00050442403177991806 -0.00014964388694179567 0.00017522785681897045 0.00033205068882218096 -0.00015493563457715071 -0.00044383937272371953 -4.736457277129747e-07 -0.00011771812937961631 -0.00018427012004785116 0.00029295773725927099 0.00039695549119456695 -0.0004859025047318921 -0.00022197481027663932 0.0021558998070608203 0.00011399721258417787 -0.00072840395004649479 7.0063633882408934e-05 0.00024515308602130349 -0.00025363922695854809 7.9984147799562084e-05 0.00016681978890106545 0.0013366556175762605 8.1418489375935343e-06 -6.6939966683340679e-05
leaf_count=3396 2110 50676 62515 1280 3432 5594 679 1762 7243 1209 16316 518 1541 24629 6237 175 343 617 23240 38 1304 316 453 3397 1121 21127 1556 83 61446 57578
internal_value=0 -0.0287208 -0.0421923 -0.0605825 0.00948415 0.0972125 0.0172459 -0.011968 0.0923844 0.0626145 -0.0485298 0.0566036 0.2256 -0.039441 -0.0271847 -0.338981 -0.166675 0.0652599 -0.198306 0.671231 -0.0638097 0.145005 -0.233329 0.0790209 0.0549329 0.065468 -0.0194576 0.248274 -0.0234238 -0.0582417
internal_count=361931 332372 259292 196777 73080 12630 7657 60450 9774 6803 169955 29559 4973 153639 129010 854 26822 2302 24520 381 1921 8012 769 26163 22766 22248 122773 1639 121134 59688
shrinkage=0.000980392


Tree=2384
num_leaves=31
num_cat=0
split_feature=785 181 727 1148 932 706 497 382 967 832 775 591 965 21 978 357 279 11 557 1037 806 139 150 1393 263 1442 986 21 842 1193
split_gain=46.9212 31.899 29.0523 26.7586 45.2737 25.372 29.915 30.8317 27.5044 26.8656 27.7391 27.3901 25.1139 24.0456 26.221 25.5506 23.8683 27.0903 24.9775 23.5785 23.4269 28.643 24.2921 25.0602 22.8037 22.2006 23.4684 22.2025 25.839 29.2124
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.2757743684523109 1.5729800777409018 1.0000000180025095e-35 1.9880014365130207 -0.54035045934009274 -1.2983303395354628 0.26941944963516368 -0.45591238426429986 -0.70163543588998201 -0.86739898370003232 2.886903547609418 0.3831298080087287 -0.87191264689159853 2.5220033806985911 0.30001598979790833 1.4741736162398185 -0.31524240352309146 0.12219781312985384 -0.84369220434312819 1.6445160113075163 -1.2625182715263061 0.28327201039497474 1.0000000180025095e-35 -0.67910876379414209 2.1254408017684043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 8 9 16 13 11 -11 20 -9 -2 15 -15 18 -18 -8 -14 -7 22 -22 -24 -3 -12 27 28 29 -27
right_child=1 24 -4 4 -6 6 7 12 -10 10 25 -13 19 14 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.5456526865250594e-05 6.6491803535628698e-05 -9.0470414689999834e-05 0.00011815140832675746 2.2936535436154197e-05 0.00037982466662151218 4.1032818375947309e-06 0.00027766848453177008 0.00014408009370326676 -0.00017391611958962716 -0.00028009990000986651 -0.00015487969394658923 -9.0714874267592633e-05 -0.00027310183068761563 -0.00012515887859542525 4.8556366046880457e-06 0.0010751689470368821 -0.00083778628034857647 4.519267450275148e-05 -0.00083194114977568556 7.2743881586456063e-05 0.00026542016761484219 0.00043227616602668702 -0.0013268517968346141 -0.000132508733917537 0.00010155715153308796 -0.00015632656978557203 -0.00012735369258324772 -7.1133176274943371e-05 7.2696015113433843e-05 0.00062342080834151272
leaf_count=12551 26559 66760 17008 10762 1780 28651 3846 1792 4719 4571 18282 16586 2524 11285 59422 100 184 1518 98 1302 697 1321 102 560 3060 5667 18512 26258 15154 300
internal_value=0 -0.0300937 0.0602785 -0.0197008 0.0758596 -0.0252395 -0.0453929 0.058481 0.0011056 -0.0560298 -0.0819733 -0.0138658 -0.0532446 0.00854519 -0.0118568 -0.117313 0.168207 -0.0416777 0.257832 -0.153908 0.023353 0.215808 -0.00539758 -0.308634 -0.0804114 -0.0730183 -0.0550766 -0.0289935 0.0281661 -0.117542
internal_count=361931 332372 29559 262552 12542 250010 147925 11264 102085 136661 88744 47917 5618 97366 70807 11385 5646 1702 3944 3826 31331 2680 1359 662 69820 84173 65891 47379 21121 5967
shrinkage=0.000980392


Tree=2385
num_leaves=31
num_cat=0
split_feature=21 1462 470 533 310 1436 486 832 785 612 145 708 493 347 144 735 244 475 158 597 1469 425 1380 665 47 432 614 638 207 1389
split_gain=18.4996 27.0434 19.5005 33.832 25.2504 28.2873 24.507 29.0675 24.223 23.9999 24.299 22.3191 32.3217 22.1149 21.6616 21.0041 20.0464 20.0158 22.0644 21.6919 20.8835 22.2737 19.8115 19.7262 20.623 20.2004 19.5873 19.8195 23.0117 19.1422
threshold=-2.9709283393608152 0.64216061943476632 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.63964483788325233 1.6434462903727789 -0.86283290253235112 1.0000000180025095e-35 0.35811035913158379 -0.5062975627078331 3.7185973374306651 2.6682845146303524 2.9464775153694576 3.1554326354961759 1.0000000180025095e-35 1.0000000180025095e-35 -0.1433892256156977 1.3592535390735871 -0.69687815992900026 0.85181209466129026 -2.1752722762447898 1.0000000180025095e-35 0.46153491174503314 -0.42920509524167766 0.47966503256605814 0.89391338382434682 3.1098345344684497 -0.69246127544692293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 -6 16 14 -5 10 11 12 -2 26 -8 22 -7 19 20 -13 21 -19 -10 24 -21 -25 -12 28 -28 -23
right_child=2 -3 -4 8 5 6 7 -9 15 -11 13 17 -14 -15 -16 -17 -18 18 -20 23 -22 29 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.024675297684785276 -0.0075202951934181615 0.018351812885335834 0.00025772413776612644 0.0044829390498968072 -0.0038698188970050789 -0.0049725008830879443 0.0087429540499246762 -0.022903604604651642 -0.023159962320155575 -0.013594315766146827 -0.015375223789012042 -0.0053512288410312928 0.10192907409677666 0.022540436857142219 -0.059821724371596455 0.010312776004705723 0.0019831471111633999 0.012634720491056449 -0.0029470548137637271 0.0087846433543619807 0.0036428508647263955 0.070302719138590153 -0.00054974802326345287 -0.0102744340881169 -0.046852599018025569 0.034382724632539288 -0.0085336451767742127 0.011695759029194515 0.074579982879608805 0.018466848151841801
leaf_count=147 6949 659 190934 6784 23958 6546 4320 325 395 5440 5873 6764 26 229 47 1035 8648 968 2598 200 2361 94 81449 101 91 274 3960 600 36 120
internal_value=0 0.328317 -0.00747841 -0.0279341 -0.0730562 -0.0322332 0.0317718 0.177637 -0.000507306 -0.132905 -0.108329 -0.0566699 -0.189587 -0.232405 0.220673 -0.0122641 -0.0199054 0.00606513 0.12094 -0.0897571 0.254167 0.523543 -0.0169394 0.313312 -0.224867 0.624805 -0.256054 -0.141535 -0.210683 1.18992
internal_count=361931 806 361125 170191 80528 43844 19886 4692 89663 36684 31244 20546 6975 10698 4367 82879 15194 13571 6141 7430 3543 1182 81844 666 291 375 10469 4596 3996 214
shrinkage=0.0371507


Tree=2386
num_leaves=31
num_cat=0
split_feature=1097 269 785 1470 713 1455 1361 497 354 1457 1458 450 900 84 710 930 629 487 1331 747 958 419 644 791 606 803 936 1452 264 1445
split_gain=42.1168 49.2705 40.9922 37.9237 36.6002 29.0366 31.7719 27.932 30.9802 27.158 26.4444 25.2111 25.1868 29.6035 27.9686 49.5951 34.6737 38.6802 32.2581 31.7441 36.4444 34.6752 32.8868 30.3492 34.1627 30.5317 29.5793 29.0223 28.4806 28.3123
threshold=-0.64966988391888181 -1.2832447556410924 -0.86283290253235112 -1.1417127449306028 1.0000000180025095e-35 0.35881941651261778 1.0000000180025095e-35 2.2206245932530155 1.2841085960417071 1.339295830115254 3.1438252248132805 0.69231615738246322 2.1273853924476502 1.4073521381958805 1.9207401787728819 1.0000000180025095e-35 1.1923636192327456 0.81613437573249659 -1.0674385962720063 1.0000000180025095e-35 1.0000000180025095e-35 0.046512034601306478 -0.34929633066952553 1.0000000180025095e-35 2.1543936751333881 1.9682860324222273 0.30310323293594316 0.62995620057108082 1.0406688472030448 0.18528947271751878
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 -3 6 -5 12 11 -1 -8 -9 14 -14 19 16 17 27 -17 20 -4 -22 23 24 25 -21 -24 -16 -27 -23
right_child=1 2 7 5 -6 -7 10 8 -10 -11 -12 -13 13 -15 15 18 -18 -19 -20 22 21 29 26 -25 -26 28 -28 -29 -30 -31
leaf_value=6.5422553796036779e-06 -9.5882515634054891e-05 -0.00020079964230289161 -0.00011850121208593038 -0.00017521500596916288 0.00011513108704162618 -9.484774751834572e-06 -7.4825241619452435e-05 -3.3355289938770612e-06 0.00048493683248776719 0.00028456421067003617 0.00040655936921164603 0.00026679852069605464 0.00019685336719293169 -0.00030615089812496284 0.00024895763389569305 0.00047030148959779168 -0.00033211989827834615 -0.00016321157293190192 -8.0147640231811783e-05 -3.2030798075502402e-05 -7.8227056468870414e-05 1.8571745748758748e-05 -1.2589178894783438e-05 0.00011786677420677601 0.00025807188640041809 0.00031681421837328176 -0.00012490618731230243 0.00064418674860980938 -0.00016873877888681953 0.00029772994574881444
leaf_count=10767 32744 1859 33190 33229 20222 25220 49073 5302 818 1923 502 1846 4216 588 3408 481 455 841 7053 31889 11222 4879 42110 13003 2049 1935 16438 957 656 3056
internal_value=0 -0.00750096 0.00379546 -0.0629641 0.0914159 -0.0796368 -0.1044 -0.007102 0.110726 0.0560788 -0.0698642 0.0685028 -0.0133106 0.138735 -0.0178777 0.0775105 0.224228 0.272745 -0.0420593 -0.0262043 -0.0742769 0.00681564 -0.00581485 0.0329802 0.00176324 -0.014157 -0.0430915 0.348097 0.199014 0.120568
internal_count=361931 241217 208473 120714 22081 108024 82804 186392 7966 12690 49575 7148 178426 4804 173622 13195 5661 5206 7534 160427 52347 19157 108080 49532 36529 34480 58548 4365 2591 7935
shrinkage=0.000980392


Tree=2387
num_leaves=31
num_cat=0
split_feature=1431 365 704 667 575 1042 487 1122 0 12 1469 1262 707 359 828 1391 1430 423 152 343 1181 569 1110 501 87 698 567 1317 125 211
split_gain=18.7078 20.834 33.5248 22.7868 21.6377 30.4872 22.9355 22.731 22.6632 21.9072 22.6592 19.6249 19.5668 23.3838 23.8874 23.2023 22.3615 23.6978 22.3703 21.7857 21.2903 21.2582 21.8211 21.1102 20.2145 20.2074 19.6279 26.7764 20.4503 23.2107
threshold=1.0000000180025095e-35 1.252139075762716 2.6853649509958566 2.8959165655566772 1.0000000180025095e-35 -0.73100735255175853 -0.22649423057150267 -0.66556095040977803 -0.85973079918682649 2.5282189393324468 0.77447207204842516 -0.70004682407826591 0.17512153080759113 0.9440996966464642 3.1206330943599139 -0.40293841623563292 1.4660437873930479 -1.726631702947486 2.1813890813839221 1.3382816563602551 1.1756892410504374 -1.538729924415388 0.34951388454259086 1.3079611355241141 -0.44417406257649189 1.3908067629654826 2.0365552509707867 -0.78622637205477897 1.5320262332576917 -0.12482250195652568
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 12 6 8 9 11 -6 -3 -11 -7 26 16 15 -15 18 -18 19 -14 -21 -19 25 24 -22 -23 28 -28 -2 -30
right_child=1 2 -4 -5 5 7 -8 -9 -10 10 -12 -13 13 14 -16 -17 17 21 -20 20 23 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00019334590948286818 -0.00042328682358757421 -0.0038420280345532239 0.034168408687975098 -0.013750885446588276 -0.010485144479188285 -0.011470016993546821 -0.01169390948976877 -0.0073380612761010881 0.013726869958455281 0.0085772734522587355 0.089850376165045515 0.01405318554828402 -0.002814871090215631 -0.012626594025110597 0.03107719363587759 -0.0031786200940001172 0.075554395942858843 0.050492751559210021 0.0093982597785593393 0.0014015682478295526 0.031585607702142103 -0.004088865336597758 0.013648683236596577 0.079330003064493781 -0.0031066705050603145 0.023388738140620428 -0.011600847686772718 0.010767805319103613 0.0082258025525779842 -0.0020734547096565273
leaf_count=222373 66973 3860 148 1707 381 321 4699 4392 1297 74 22 788 33325 2875 103 4501 22 57 1080 2974 161 1505 828 27 177 147 434 1820 2999 1861
internal_value=0 -0.029436 -0.118358 -0.0193861 -0.130849 -0.022299 -0.215981 -0.125807 0.26389 -0.083123 0.997226 0.200124 -0.0165914 -0.0567182 -0.179277 -0.196013 -0.0318429 0.168626 -0.0493375 -0.0609448 0.108416 0.146329 0.115327 0.584574 0.440003 -0.0365294 0.00685615 0.212677 -0.000408988 0.13212
internal_count=361931 139558 15982 123576 15834 7179 8655 5501 1678 3956 96 1109 121869 47782 7479 7376 40303 2559 37744 36664 3339 2537 2480 365 338 1652 74087 2254 71833 4860
shrinkage=0.0336486


Tree=2388
num_leaves=31
num_cat=0
split_feature=43 982 155 17 1442 1456 1460 1456 1463 293 138 1286 194 86 936 718 816 566 854 765 583 844 893 947 1167 20 356 723 827 149
split_gain=18.4776 19.6361 28.956 22.6116 18.9778 24.3516 22.5653 33.5305 21.7147 21.4066 21.1661 26.1147 25.8073 20.2615 20.2546 37.1088 34.5867 29.9993 31.6488 28.7119 28.1774 25.5006 25.4668 31.4547 26.7694 26.4051 25.4635 24.1388 24.0457 23.7587
threshold=1.0000000180025095e-35 3.5955928533842081 -0.25587823037998442 -1.3169944715471786 -1.2625182715263061 0.042545365537477266 1.0012333990267608 0.37396721338577926 2.3726404601227626 3.2109667878964587 -0.0054639373162923078 1.8566435897555933 1.0000000180025095e-35 -0.7332182772761392 0.30310323293594316 1.0159173274103563 -0.92870374882376117 2.3824772829776841 -0.87473648844905705 1.6701512686802198 -0.55326332990463356 0.86701304228677201 1.6744786423712141 0.66063686667618471 -0.37779302995283986 -0.47293182219707913 3.4709904187481926 -1.0570063487222232 0.12234551562379832 3.5091625340734462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 10 9 -8 -9 -7 -1 -12 -13 -11 16 17 -6 18 28 22 -17 -22 24 26 25 -18 -24 -26 -16 -20
right_child=1 2 -4 -5 14 6 7 8 -10 13 11 12 -14 -15 15 20 19 -19 29 -21 21 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0023596177072450386 -0.0017999244110335137 0.072993501078483652 0.046829837233410429 -0.032843396509375247 -0.0027582740696957117 -0.0072437336682279942 0.064356008587048 -0.0023090208968669906 0.038199161405499074 0.10551041039805337 0.0010103446749490266 -0.0031005485956315457 0.031139277508229476 -0.007837064630835288 0.0084290821941737388 0.0097336002533541972 0.0030972565003082233 0.0092378074584685034 -0.003011439851230301 -0.0037891120667160423 -0.0020331373956584521 0.013481572123365539 -0.0062362027071081487 0.0080076655140704084 -0.0020935073674502704 -8.8639319389191082e-05 0.080629558419475389 0.004698417808926097 -0.0043277361999313523 0.035060011415381946
leaf_count=27697 74483 20 149 125 19367 12241 55 1013 92 29 20576 296 372 29 3394 3615 30785 1603 52862 7885 5451 948 8597 1609 4138 50599 32 32017 1709 143
internal_value=0 -0.0428632 0.572138 -0.337858 0.00132437 -0.0379053 -0.1379 0.168826 0.061624 -0.175415 -0.0137155 0.042879 0.458678 1.29681 0.0101467 -0.0229225 0.0238287 -0.0460757 -0.0557879 0.0354744 0.0994147 0.00777286 0.0432209 -0.0792827 0.0510357 0.028778 -0.149107 0.0991316 0.109104 -0.0738145
internal_count=361931 74777 294 145 287154 62400 13459 1160 1105 12299 48941 21244 668 58 224754 69725 155029 59711 58108 135662 10014 6399 127777 10238 117539 81384 8629 36155 5103 53005
shrinkage=0.0394247


Tree=2389
num_leaves=31
num_cat=0
split_feature=785 21 885 1030 803 1461 1461 1459 1461 1455 1468 954 791 854 796 1316 513 984 1080 1089 1049 972 903 215 1455 1450 1449 1449 1459 1177
split_gain=18.2187 20.3647 27.5611 28.7523 27.5992 25.8006 28.6426 29.1594 39.9624 30.2626 25.8727 25.4744 23.7493 35.5463 54.0569 27.9725 28.1332 27.7462 26.2825 26.9278 25.5586 24.7284 24.9798 23.6477 23.5159 48.2763 51.8967 51.7495 40.9652 36.8594
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 2.7042904249467168 1.9682860324222273 2.5032120688259147 4.9249071153624486 0.015014468430795973 3.9993613276323443 0.14145834482007744 3.6004644055904023 1.6276177283287072 1.0000000180025095e-35 -0.87473648844905705 1.5191488867762273 -0.53448099019429063 1.0454229551509682 2.1418612114282269 2.2092738772757108 0.44837531086292992 0.52344296962778836 -0.5931616751899208 -1.0701280470209598 0.052535418576908278 0.14145834482007744 -0.59149681175405766 0.21031501113833881 0.79506610846124859 -0.20658587490550656 0.23183417248153479
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 12 24 7 8 -7 -10 -9 -6 13 14 -4 -14 17 -17 19 20 -15 23 -23 -21 -2 26 -26 28 -28 -27
right_child=1 2 3 -5 11 6 -8 10 9 -11 -12 -13 15 18 -16 16 -18 -19 -20 21 -22 22 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.0017573622702874618 -0.00067359597363617605 -0.0020846177401040236 -0.00063409498484084644 -0.0083743334042688869 0.007039817303261902 -0.0082358987495146571 -0.02262209943571267 0.014203256569634256 0.041932729009048375 -0.0023388779407515765 0.052050882645576987 -0.0084089202178008506 -0.0024832639848624649 -0.0015243707197330359 0.013933448465121645 0.0024881803140511184 0.0099154819815101096 -0.014951896715055688 0.0055799544690533463 0.00062817615359489314 -0.0053578389187083951 0.018502471406102901 -0.0017452284546245009 0.011119494247868459 -0.011289961483729141 0.0017362571863275807 -0.0032914650144108748 -0.0060847093913008682 0.032107699624083857 0.0097077019007591747
leaf_count=29559 60626 100262 5153 4905 5745 1193 210 1566 205 211 105 797 9602 45046 2437 21758 3242 834 3219 3659 18032 479 13628 2566 4495 11841 436 1485 599 8036
internal_value=0 -0.0113376 -0.0220148 -0.00279153 0.00200395 0.0204466 0.205612 0.256139 0.0273258 0.572521 0.445294 0.133838 -0.00563104 -0.024125 0.114867 0.0439151 0.0806246 0.0502185 -0.0376753 -0.0460708 -0.0698331 0.0228638 -0.0282532 0.137661 0.0112124 0.0683411 -0.111499 0.140894 0.506188 0.124274
internal_count=361931 332372 241364 141102 136197 91008 3490 3280 1609 416 1671 6542 129655 94219 7590 35436 25834 22592 86629 83410 63078 20332 14107 6225 87518 26892 7015 2520 1035 19877
shrinkage=0.0386516


Tree=2390
num_leaves=31
num_cat=0
split_feature=1078 1457 1462 1462 1462 1451 945 1454 1465 1459 1463 1457 1466 1451 1455 1462 1463 1460 1457 21 1455 290 1455 21 1449 1451 1460 708 1451 624
split_gain=17.7214 18.225 23.5294 32.3383 42.504 25.4629 23.0996 23.5766 22.7066 44.3883 45.895 41.4577 30.1424 25.4787 38.3905 33.7335 29.7193 28.2208 27.0029 25.1208 24.932 24.3299 24.1624 23.2228 33.2501 33.1552 25.0548 22.5111 22.1142 26.8272
threshold=1.0000000180025095e-35 1.5416109563948532 3.4653406265423476 3.1343109856347424 3.0530110531883921 1.3287662675440461 1.9181452473571214 -0.88587582313006108 -0.40523020188868136 1.814812024170287 0.093599294775546141 1.7487818739760297 3.418502427052577 0.39905032773487564 2.5522110869383945 3.4653406265423476 4.6248181432622362 5.8496616743718155 1.5723103033889971 -0.32341995197817647 0.14145834482007744 0.67419902921747532 0.8703138515806228 -1.0798509198017876 0.28981675053332695 0.43306149721146375 0.53687345587860014 -0.32336266541708708 4.2335390028638828 2.105393649935785
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 28 -6 7 -3 9 10 -9 19 20 14 17 16 18 21 -15 -12 -13 -10 -17 25 26 -20 -25 -5 -1 -30
right_child=-2 6 -4 27 5 -7 -8 8 13 -11 11 12 -14 15 -16 22 -18 -19 23 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00015582927611600212 -0.001582860075349894 -0.03817273840147338 0.0058303145833959224 -0.0039175978550025393 0.040802242255699173 -0.013956180037139859 -0.011742326140591753 0.0032551345550546991 -0.0082871372793606561 -0.006221100776957535 0.013378077886169709 0.0093878739304672481 -0.017726640351912487 0.056308860501401881 0.027221983405987048 0.0040709273027232894 0.03968094105862003 0.050512931790679082 -0.054151774814652144 0.051498645627671036 0.028672156012757365 0.0041439343637942406 -0.030109978922300929 0.015628888467035234 -0.0059011061917020888 0.023475062195393526 -0.0067249215319170625 -0.032495026767388212 -0.012106044754423763 0.029047153521728483
leaf_count=265389 71586 102 3969 392 212 98 773 3297 4206 1292 176 1222 172 64 246 234 143 48 35 263 579 1346 282 1281 1526 575 416 364 1542 101
internal_value=0 0.00155327 -0.00343442 -0.00628628 -0.00489356 0.779024 0.0675907 0.0830856 0.0887696 0.182882 0.266402 0.475964 0.345187 0.0238387 -0.0763403 0.139507 0.204118 -0.11661 0.166155 1.0381 0.425305 -0.133641 -0.372104 0.143101 0.0695374 0.513028 0.274075 -0.465644 -0.00596946 -0.253538
internal_count=361931 290345 272067 268098 267342 310 18278 17505 17403 7001 5709 2412 1973 10402 5846 4556 4040 5600 3897 439 1801 5552 516 3833 3223 610 1697 756 267032 1643
shrinkage=0.0371507


Tree=2391
num_leaves=31
num_cat=0
split_feature=785 470 395 203 727 1436 526 1040 1467 1464 207 1459 1450 1457 1464 1465 1450 1458 1454 1464 1465 1452 1458 1464 12 1463 1466 1084 1311 1453
split_gain=34.8803 29.0877 34.9296 29.8904 26.0855 25.8302 24.5126 26.9677 24.966 31.4411 28.1252 26.4706 34.1387 38.5402 42.6259 44.4751 37.0702 34.6275 38.3977 40.6338 36.806 35.5563 40.2255 34.209 32.8338 31.071 45.2966 29.4054 28.6572 29.0822
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 1.0000000180025095e-35 0.60428344764309971 2.3757057381457001 3.4299001835843828 -0.31819417591303473 -0.014205097036277146 -0.40204486323539756 -0.33635779137711869 -0.33386868244407664 -0.18238571527943001 -0.20402463325828898 0.32188004518266422 -0.20594505553673845 -0.63176582655212954 0.50933602050530713 -0.065515111140320159 -0.51012015380722042 -0.55184394829482131 -0.29910864056081804 -0.22658184562107234 -0.5773485866412702 0.10521851399750357 1.3730829875509711 2.5114855440513213 1.9036289433864086 0.35229435170537382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 -2 8 -8 9 11 -11 25 13 14 15 23 24 18 19 20 -18 22 -19 -13 -14 26 -3 -16 29 -17
right_child=1 6 -4 -5 -6 -7 7 -9 -10 10 -12 12 16 -15 27 28 17 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9646048502559534e-05 -0.00010088507020667872 -0.00013887070264464375 -2.354126334631952e-05 -0.00021385366465957278 0.00010468821781287342 4.1432119921333069e-05 -0.00018412814828459788 0.0017215768355064111 -2.6545473958020706e-05 -6.5091254727130316e-06 0.00013199187780264508 -0.00021222085743334093 -3.5657230437179037e-05 0.00010190224202522419 -0.00063433562423325805 0.00042031133721959598 -7.0922775824293517e-05 -0.00052852435985453966 -0.00031505450812504789 -0.00081636011173653411 0.00049642656261354127 8.4215033967915997e-05 -3.1942277040228649e-05 0.0005763197741848428 0.00049969428226022514 8.8090541317513104e-05 0.00050546819959462795 0.0021719096666142201 0.0017958936474465536 -0.00032472746659814811
leaf_count=12551 44543 15224 82761 20163 17008 8422 6091 34 96343 10488 16537 5155 816 4434 969 781 714 1057 487 127 2136 5936 2297 264 1515 4228 436 23 50 341
internal_value=0 -0.0264612 -0.0529366 -0.102711 0.0516058 -0.0748971 -0.00840413 -0.175558 -0.00435011 0.0260317 0.0839873 -0.00938717 0.0345911 -0.0549599 -0.153875 -0.0907442 0.102545 0.05593 0.239898 0.331178 0.385098 -0.0141153 -0.1937 -0.179611 0.351867 -0.0727 -0.121215 -0.604254 0.289878 0.216937
internal_count=361931 332372 155889 73128 29559 52965 176483 6125 170358 74015 27025 46990 27102 12017 7583 6591 15085 12754 3464 2977 2850 9290 3354 5419 2331 19888 15660 992 1172 1122
shrinkage=0.000961169


Tree=2392
num_leaves=31
num_cat=0
split_feature=785 470 395 203 471 1065 192 1363 263 150 1323 651 1436 727 1036 944 1466 1449 577 1465 1464 1315 1468 1454 1470 1464 1454 1450 281 44
split_gain=33.9684 31.192 37.9986 28.6434 25.3013 40.434 29.6118 28.5033 29.9627 27.5112 26.3078 25.3461 25.1039 24.1154 23.9876 28.3806 27.0645 23.3613 22.4981 22.4956 43.4362 35.9314 28.9917 34.1507 27.8448 27.4661 33.6236 44.5533 27.308 26.2355
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.35930717134390644 1.0518754624258557 1.0000000180025095e-35 1.0000000180025095e-35 0.66115833724634121 -0.18016064898803322 -0.86734656319435766 1.1107569744011787 0.60428344764309971 1.0000000180025095e-35 -0.49291796627948531 1.4781763871474156 1.2962903438419942 -0.56302999431273337 -0.9250398530534788 0.57942899407087378 -0.29994047272053637 2.1550596134058466 0.90889364240410331 -0.90309121467478037 -0.43999670813343578 -0.23713253973767043 -0.47921441570843964 -0.1866241178632945 -0.085145143656514807 0.81112936548985692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 12 19 6 10 8 17 -10 -6 -7 -2 -1 16 -16 -4 -8 -5 20 22 28 -3 24 -24 26 27 29 -22 -21
right_child=1 4 14 18 5 11 7 -9 9 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 25 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8339234479033407e-05 -0.00010441520483659523 -0.00010325377081995769 2.6683906785945231e-06 -0.00044204601462559753 -0.00015374997274634209 -4.8960779502755657e-05 -8.8379014197236582e-05 -5.8696138129555599e-05 6.8805466579568658e-05 0.00044533017320096867 3.9300972351763769e-05 -0.00034602643189518827 3.5839471526332919e-05 0.00010127301672038307 -6.8757511193285109e-05 0.0001279322956524592 0.00022066371198185602 0.00017768713067012614 -0.00016068535629226119 -0.00012954524970255451 -2.6525875182607518e-05 -0.00027600362510952608 -0.00048071643075446531 8.7133290024787464e-06 0.00087956349066342361 -2.5025257544606686e-05 6.446720547639266e-05 0.00074573069055131589 7.6123032806053815e-05 0.00083158036748806228
leaf_count=12551 44543 47878 28233 5218 3904 4925 1837 2364 1039 2214 26029 1391 8422 17008 48430 3540 2558 4293 14945 726 29428 2380 93 5892 306 13579 7254 772 20026 153
internal_value=0 -0.02687 -0.0542978 -0.1062 -0.00815995 0.0312472 0.055262 0.140411 0.189665 0.341016 0.0193326 -0.118691 -0.0789842 0.0502135 -0.024596 -0.0558409 0.0243747 0.103891 -0.22351 -0.0259287 -0.0403486 0.00555979 -0.0870857 0.0550049 0.6468 0.0367131 0.13064 0.414041 0.0175796 0.0539283
internal_count=361931 332372 155889 73128 176483 47996 41680 11747 9383 3253 29933 6316 52965 29559 82761 51970 30791 6130 20163 128487 106003 51834 54169 6291 399 22484 8905 1651 49454 879
shrinkage=0.000961169


Tree=2393
num_leaves=31
num_cat=0
split_feature=785 728 727 784 921 1022 1016 647 590 859 747 746 520 982 547 282 1396 913 73 912 783 18 632 1087 65 350 306 641 1109 912
split_gain=47.2657 31.8067 29.3923 28.9257 34.0652 28.7939 29.2386 26.8223 62.5299 26.0725 25.5951 23.4683 22.7776 22.3551 22.187 21.9151 23.9627 21.7002 22.1808 26.3327 22.9776 22.7532 22.4894 23.3704 22.1366 21.5575 26.0343 23.3627 23.5397 23.3774
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 6.1031850957970919 1.0000000180025095e-35 1.5103007336851382 1.7621802667917166 1.4078093546699517 -0.94278280720258245 -0.22066983381662078 -1.0282579537198486 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.97694724628095508 -0.8759528342717533 4.1936450872564981 0.77605621623814935 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 -1.3649002260363143 -0.84635152736077035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 25 6 10 8 -3 -6 11 15 -13 -11 -4 -2 -17 -8 20 21 -19 -20 -22 -24 -21 26 -5 -28 29 -29
right_child=1 7 14 4 9 -7 17 -9 -10 13 -12 12 -14 -15 -16 16 -18 18 19 24 22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-1.5014723477174972e-05 -0.00036868778771700862 -6.822263950710699e-05 0.00013989404488253676 -0.00017245318831336605 0.00045174163947395797 -5.6499177972484822e-06 -0.00015746462239981559 -7.9404162211517765e-05 0.00044398745319819784 0.00013311307990370572 0.00060633839823181698 -7.2152938184636244e-05 0.00025654607554054476 -0.00048575280351495075 -0.00017585207678390245 -4.2865575646942491e-05 -0.00020350654388809157 6.9280038449679286e-05 0.00043574675732757743 0.00074650537756096574 0.00014405557288466289 -0.00020492068730253648 -7.930736388813553e-05 0.0016794452962139305 -0.00050008648965377267 3.8630488635860731e-05 0.00017903768760732768 0.0013568687869672965 -0.00022603822933836353 -0.00047332843787048701
leaf_count=12551 5009 4821 15968 6553 1153 103001 5981 93730 1384 6164 169 6267 1053 278 1040 11935 16934 15948 301 240 2759 5942 14607 35 110 23865 2409 77 1585 62
internal_value=0 -0.0295282 0.0612393 -0.016336 0.0346569 -0.0287584 -0.0628599 -0.0691357 0.0796049 0.161418 -0.120267 -0.126516 -0.0141544 0.110599 0.121855 -0.1645 -0.139293 -0.028419 -0.0106592 -0.137473 0.0108064 -0.175871 -0.0442771 -0.0766855 0.443915 0.00461395 -0.0810788 0.0504127 -0.151581 0.709641
internal_count=361931 332372 29559 232437 42146 190291 87290 99935 6205 7595 41367 41198 7320 6442 17008 33878 28869 45923 39942 6593 33349 6243 17401 14642 350 34551 10686 4133 1724 139
shrinkage=0.000980392


Tree=2394
num_leaves=31
num_cat=0
split_feature=728 659 151 954 1242 125 563 1293 138 1039 486 500 1452 48 1450 212 1392 1453 1454 1460 1171 747 688 625 841 563 769 1459 1449 1460
split_gain=17.9751 20.0068 19.3474 19.2222 20.0205 19.2195 20.4626 22.4595 20.3576 22.1759 20.0842 20.4325 19.5439 22.7438 22.2673 19.9502 18.8939 18.7965 22.0624 30.0291 22.0403 29.518 30.4862 26.5912 21.2256 21.1379 20.4843 20.3148 22.6783 23.871
threshold=1.0000000180025095e-35 0.62821384419828064 2.2367420137660932 6.099786963134739 0.60708339810168843 1.0000000180025095e-35 0.48804622618501825 1.0000000180025095e-35 -0.02766338357652182 2.2620370233239968 2.4637023419905053 -0.56284891031343987 -0.17264224935058611 1.8372674881307383 -0.3278807016401048 -1.0265533647426934 -0.43792048788644916 1.3990727291183711 -0.17470481038223243 1.2475873303049034 1.0000000180025095e-35 2.2668746584208797 0.83521204730001553 1.3252658997982083 1.7810714813018906 -1.9034908860799797 3.260624772979507 0.71505107648705846 -0.075572632224640987 1.5771406547114004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 -2 5 -5 10 12 8 9 -8 -3 16 13 15 -15 -7 -12 20 19 -19 23 25 -23 26 -20 -22 27 -1 -29 -30
right_child=2 3 -4 4 -6 6 7 -9 -10 -11 11 -13 -14 14 -16 -17 -18 18 24 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00056849048560784316 -0.0010980912095248307 -0.0044572049827856629 -0.0095595444210574785 0.034595333976894509 -0.01835854066310863 -0.012743677466525312 -0.00015770254462165901 -0.0033294572190251041 0.012243720963189592 0.04539178164745656 -0.00065150739542385518 -0.04429972213217713 -0.0052639904339648897 -0.037721555418280858 0.00048743768808755884 0.0027131151980544282 0.055692953784446532 0.0063106168971284529 0.0022642727142683935 0.03145279494904657 -0.014505666286801274 -0.00046880655871740779 -0.020007356246605264 -0.003952892657458156 -0.013440529742564629 0.0020524177782806916 0.013496622497962933 0.0057539537395344294 -0.0021524043781921635 0.012189318181066656
leaf_count=103642 106462 18750 2628 135 54 748 2100 2296 2030 64 81 35 6751 225 209 7451 95 3265 11962 327 670 1455 792 17700 596 54344 849 8121 7264 830
internal_value=0 0.0035008 -0.0341841 -0.0427554 0.553642 -0.0468574 -0.00673185 0.0922911 0.178451 0.0346742 -0.108237 0.585355 -0.0505236 0.0170549 -0.480162 0.041724 0.868093 0.0122915 0.0818185 0.231983 0.00575265 0.0401697 -0.198643 -0.0111932 0.0404801 0.0500834 8.34534e-05 -0.00246338 0.0697781 -0.0135353
internal_count=361931 252841 109090 41024 189 40835 21874 6490 4194 2164 18961 211 15384 8633 434 8199 176 211817 16150 3592 195667 57261 2247 138406 12558 55014 120706 119857 16215 8094
shrinkage=0.0378938


Tree=2395
num_leaves=31
num_cat=0
split_feature=470 464 115 678 330 1382 785 1043 1376 1185 741 496 499 639 1272 841 1173 704 1465 1114 1312 1470 557 534 996 570 1257 346 1388 944
split_gain=34.1617 52.477 28.5006 28.2045 35.5536 34.453 27.0593 26.6462 28.0144 25.8859 25.0664 24.3228 27.0483 26.7352 26.214 23.7276 24.2173 25.6585 25.3995 33.0538 25.6356 23.5236 23.4906 25.5234 28.2191 23.4375 23.3935 23.621 23.3562 22.8188
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3947035982071894 1.0000000180025095e-35 0.44542865074340127 0.081171891487753292 -0.86283290253235112 1.0092399748889116 1.0000000180025095e-35 -1.0775784859863737 -0.65696253498209489 -1.3000625840255842 0.84733575611459189 1.0428001994137133 -1.0208497200982176 1.1672291848996961 2.437247391288011 1.4574846684037308 0.18254151478801925 0.30769030765026967 -0.67546338385382987 -0.67653020368304262 -1.0471143175523501 -0.65191143814350749 1.0565563832172893 0.011654419542863202 0.6178525444944365 -0.44596748546500681 2.277645365999259 1.4781763871474156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 15 7 26 -3 8 9 -5 -9 14 13 -13 -1 16 -2 18 19 -18 -21 -20 28 24 -24 -10 -6 -28 -11 -8
right_child=3 6 -4 4 5 -7 29 10 25 22 -12 12 -14 -15 -16 -17 17 -19 21 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00031273230345929515 -2.4570748129570396e-05 0.00011167074484385395 -0.00028245399144278274 -0.0002020997010157697 -3.3543380860453093e-05 0.00017277334051290434 -3.5128595108120246e-05 -0.00021445249970607859 8.6465012784551738e-08 -0.00018028331069148631 -1.7181902395723582e-05 -2.7065329181672825e-05 -0.00017476681451337068 -0.00022230112506019687 -0.0003807904939153582 -0.00012900080556296523 0.00021206540385713328 -0.00060834631090031185 0.00037600653972026752 -1.0841864535325192e-05 0.0012630418512682858 -0.00049108959873661194 3.6749483661024415e-05 0.00011165722691472916 -0.00023129204326992052 -0.00015054048890679467 0.0003052238314981952 2.4794415626920169e-05 0.00088682257644265956 0.00011302573193422017
leaf_count=871 75396 6813 8797 2101 10540 10833 77837 4289 15385 2762 7324 44494 14832 6492 5328 11227 831 190 281 122 356 367 11721 22393 1801 8102 2023 3226 82 5115
internal_value=0 -0.0472115 -0.102595 -0.00144989 0.0215798 0.0867688 -0.0132316 -0.00254987 0.0148822 0.0461866 -0.0952109 -0.0881052 -0.0766332 -0.0481313 -0.303685 -0.0326045 -0.0182563 0.225586 0.30212 0.48826 0.988548 -0.0734044 0.057164 0.0702498 0.000681896 -0.0495715 0.0236977 0.136492 -0.143277 -0.0255474
internal_count=361931 170579 80814 191352 102582 26622 89765 75960 64347 40860 11613 72017 65818 50986 6199 88770 77543 2147 1957 1309 478 648 38759 35915 13522 23487 15789 5249 2844 82952
shrinkage=0.000980392


Tree=2396
num_leaves=31
num_cat=0
split_feature=785 519 727 728 869 921 783 126 382 583 728 639 395 648 550 1230 209 858 924 965 1252 578 834 769 706 649 633 692 747 485
split_gain=58.3348 36.2013 41.8308 41.404 44.704 42.8691 73.7544 35.8503 33.4133 32.2632 30.6193 30.1835 29.816 32.5987 29.2339 28.2767 28.1962 27.485 27.3805 27.0344 26.392 25.7601 25.5271 30.9274 25.1526 26.9203 24.759 24.565 24.0066 24.2498
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 -0.55326332990463356 -0.49008176997875957 0.11942102837874842 1.0000000180025095e-35 1.8166789435549495 0.29966714842153758 2.3457019632811744 1.4237363317142799 1.0825608069246189 1.8999064755685127 0.1463002810917281 2.4192096387169548 -0.87905496296652397 -0.55738587327289035 0.53390540777970152 0.85558832110916161 1.0000000180025095e-35 -0.96673487256783863 -0.91671528415897374 1.6274895855248437 0.52306328833348981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 24 9 5 7 -7 12 15 14 -1 19 -5 22 -2 16 27 28 -6 -11 26 -12 -14 -24 -3 -26 -20 -4 -8 -30
right_child=1 2 8 4 18 6 17 -9 -10 11 21 -13 13 -15 -16 -17 -18 -19 20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0001346024808614839 4.5572814564877453e-05 -0.00013988676751911181 -0.00024940910532790826 -0.00014136102846062609 -0.00011211099082166401 -1.3981371872994392e-05 0.00037341681215217608 -8.9247619699125739e-06 1.3189721194612639e-05 6.9303387408292129e-05 0.00026423255376201231 -0.00012993926892541493 2.4779307160542695e-05 0.00015940656085389388 0.00026512853802655864 -0.0002137145734249634 -0.0002247523412212306 -0.00015719397306422387 -0.00038902338022051301 -6.66662199852812e-05 0.00092719931886537667 6.5124906947230542e-05 -0.00014392042972951086 8.0332657213363994e-06 -0.00013106752991442401 0.00025496935547370881 0.00010003239128466548 0.00033635004331470058 0.00027712450863691461 -0.00077369554858041137
leaf_count=3396 16470 6191 331 34136 79939 18652 4131 62084 5700 16348 3407 11228 11500 3091 2851 529 446 566 909 12286 171 22756 22250 9635 1462 1794 4245 5065 204 158
internal_value=0 -0.0321874 0.049978 -0.0393975 -0.0533902 -0.0327492 0.0536753 -0.0486518 0.126711 0.0132733 0.0683988 -0.0249095 -0.0830612 -0.0484366 0.0849298 0.228083 0.26936 0.277635 -0.102184 0.0115458 0.0683353 0.091781 -0.0656131 -0.0993854 -0.0606077 0.0911487 0.0341126 0.309591 0.333258 -0.170257
internal_count=361931 332372 21518 310854 251671 166407 23711 142696 12071 59183 29559 39862 80612 46476 19321 6371 5842 5059 85264 28634 5325 26163 43385 31885 9447 3256 5154 5396 4493 362
shrinkage=0.000980392


Tree=2397
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 1022 1016 859 728 747 21 1122 1458 1449 333 147 1177 632 982 913 85 1469 275 73 912 18 783 632 1087
split_gain=32.995 29.2539 27.6733 62.0126 27.5429 28.8041 26.8737 28.249 25.4861 24.4813 24.4186 22.7163 25.0226 22.5573 22.6718 23.0583 26.7074 22.3168 23.335 22.2756 21.8002 21.6598 21.6285 31.5432 21.4718 26.2538 22.8617 22.4637 22.7989 23.4137
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 -0.49008176997875957 6.1031850957970919 1.0000000180025095e-35 0.79579885031402708 -0.82108684835595114 0.8598774435242994 1.6828651434218436 -0.47128145486788897 2.6605302561394431 -1.1226924480788913 1.7621802667917166 -1.0282579537198486 -1.3274107148674466 -1.3263328046252252 0.4022431516292117 0.92727673172575076 1.6442246313874156 -0.97694724628095508 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 -3 6 -6 7 10 -7 -1 -2 12 17 -13 -15 -16 -17 18 -11 -10 21 -9 23 -4 27 26 -26 -22 -29 -30
right_child=1 2 22 -5 5 8 -8 20 19 11 -12 13 -14 14 15 16 -18 -19 -20 -21 24 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0001301880304796913 -0.00011725176995852454 -5.9047131947145341e-05 0.00082098275687118687 0.00045142105729395157 1.0183003442482457e-05 0.00044265115015402996 -1.6553089789301015e-06 0.00021413784893004428 0.00012713803088775831 -0.00024085000359006089 0.00059760839114354823 0.00030915872824172579 -0.00020933215695407575 5.6153188533364385e-05 0.00041356608150771391 -0.0018581444654607151 0.00032904459693156854 -0.00061543873734460914 0.00010066304049250583 -0.00049107456751833927 7.3651843984470991e-05 -0.00020463524675538953 -7.6062854581433387e-05 -0.00049697326734670136 0.00044567938519738537 0.0004421724159923384 -0.00019794966754504352 0.00015116528318748502 -7.4021390485008018e-05 0.0016882055704836722
leaf_count=3396 41198 4821 244 1384 34551 1153 103001 733 6164 983 169 2467 2064 11090 1361 53 60 225 7860 278 15948 5248 93376 110 301 350 5942 2759 14607 35
internal_value=0 -0.0244401 -0.062491 0.0888095 -0.0117795 0.0380267 -0.0239163 -0.0569165 0.154757 0.0515242 -0.113481 0.0725667 0.000213577 0.127985 0.0904559 0.346113 -0.64566 0.0478583 0.0642979 0.104508 -0.0230473 -0.155712 -0.0745555 0.434066 -0.00523006 -0.130223 -0.168644 0.0158973 -0.038634 -0.0712857
internal_count=361931 332372 99935 6205 232437 42146 190291 87290 7595 29559 41367 26163 11132 15031 12564 1474 113 9068 8843 6442 45923 5981 93730 354 39942 6593 6243 33349 17401 14642
shrinkage=0.000980392


Tree=2398
num_leaves=31
num_cat=0
split_feature=785 728 1065 1117 21 977 554 1464 492 1467 1457 557 1329 219 1452 1024 434 626 700 347 983 496 1092 50 56 1357 1470 60 21 1463
split_gain=18.5658 19.3439 20.2574 24.1868 23.9685 21.3031 21.019 20.1152 20.5664 19.5549 19.5314 20.5442 19.1982 19.8863 19.0507 21.5233 20.4822 18.5795 20.0709 21.3815 20.1681 18.4081 18.299 18.232 28.6233 29.108 24.1029 24.0676 26.4676 55.8341
threshold=-0.86283290253235112 -0.49008176997875957 1.0518754624258557 -1.6505790610122235 -1.0798509198017876 -0.40896927117718967 1.8342655485582615 -0.10146673164146425 -0.47115957913659745 1.8920413191894112 -0.22688230344671947 -0.68145860681840087 -0.052857922440079051 -0.78445408071593847 1.1844650239005572 1.0000000180025095e-35 1.365519071788371 1.3771215465468696 -0.92102355117502022 0.77261141087698937 -1.5238809753197065 -0.52318489920737588 2.3042309584921359 0.55630078546380823 0.58160213896575708 1.3962008022525787 -1.3782462404802098 1.0000000180025095e-35 0.62211875780133752 0.94170239728407068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 -3 7 10 14 9 -9 -5 -6 -12 -4 -14 16 -16 -7 18 19 -1 -20 -21 -15 24 25 27 -26 28 -2 -30
right_child=23 2 12 4 5 6 -8 8 -10 -11 11 -13 13 22 15 -17 -18 -19 20 21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0050172003658568737 3.4034419587130135e-06 -0.016211922769391054 0.012468170098269225 -0.024566879182717407 -0.0049672863782292851 0.0062991164967429033 -0.011223373186771603 0.024072737640253826 -0.0096047203283170669 0.025588585092972526 0.015751396473427711 8.1086593253267843e-05 -0.027141940755019196 0.0053302472036359082 0.0023645417239913534 -0.022932452014133388 -0.0065673796631608846 -0.024631458106321905 0.045893415976243038 0.10056131307005539 -0.0061135771549131407 0.020814860250579485 -0.081640299168769415 0.00059233251044549218 -0.036972744610002009 -0.0052333269130139387 0.00074858841313860623 -0.0040659217946996309 -0.0038190688631472482 0.0059179036856075893
leaf_count=312 113314 518 2311 555 3745 12126 542 157 352 57 598 2340 144 921 655 322 799 325 45 22 2649 43 21 78245 111 19447 57497 24262 35079 4417
internal_value=0 0.0452702 0.0640931 0.041584 0.0517021 0.0674432 0.113904 -0.264756 0.0504426 -0.544664 -0.032592 0.0968634 0.224816 -0.012699 0.129815 -0.168407 0.150994 -0.119438 -0.0672962 0.407891 -0.139483 1.43362 0.106543 -0.0120431 -0.0227718 -0.0386555 0.0186217 -0.0298467 -0.0197089 -0.0714621
internal_count=361931 29559 26163 22766 22248 21127 14444 1121 509 612 6683 2938 3397 1086 13902 977 12925 3396 3071 377 2694 65 942 332372 254127 196519 57608 177072 152810 39496
shrinkage=0.0364223


Tree=2399
num_leaves=31
num_cat=0
split_feature=1022 1016 1442 821 1436 1361 125 900 911 1467 666 1218 579 678 1299 1245 0 1464 1293 838 139 1047 1004 78 972 85 1253 142 1400 1188
split_gain=17.8758 41.4717 32.007 28.9342 26.5622 24.6419 24.1066 25.3704 23.3554 22.2228 24.7736 22.0544 22.3639 21.7332 25.0742 22.82 34.8374 26.7488 25.3324 21.6012 24.0812 23.5566 45.6276 25.8591 21.3853 21.1614 23.0828 28.0847 21.8039 22.6334
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2625182715263061 -1.3373200915743719 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3682407700105255 0.53589373543328311 1.2134100071438707 0.45873907618427312 3.9048232315577729 1.0000000180025095e-35 5.4562307876106422 1.3882238010523584 0.38993702758902166 1.7233246032830494 1.1888330894775201 -0.70283075274201146 -0.91818967631246473 1.7766219387338655 2.0799899567697158 0.59444477453878863 0.12251924708837898 2.0987230392247906 -0.6180097128145785 -1.6639459726784256 -0.34293673201736946 -0.94542941474786668 0.16649357516825594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 13 9 -8 11 10 -6 12 -3 14 -5 17 -17 -16 -19 25 21 -21 23 24 -23 26 28 -28 29 -2
right_child=19 8 3 4 6 -7 7 -9 -10 -11 -12 -13 -14 -15 15 16 -18 18 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0085826920941923252 0.021469744386496126 -0.00028991893381797467 -0.010723887659349925 -0.0030522250753005479 -0.0084218810057156476 0.0015756912628708943 0.0034351568613434514 0.020332678132771214 -0.0023275148218372208 0.015601887825079448 0.0050301257838712941 0.022133977560138084 0.0030740677979407133 0.020979249032016666 -0.0092562261314109232 -0.023452608481917929 0.033430115021573198 0.035314474511768564 -0.0061574593480102453 -0.00012481799461035138 -0.0044176358041678474 0.0057905199552487855 0.015166208095697716 -0.0069091664366070678 -0.027818267313399175 0.0038069634270176925 -0.0037748084178919634 0.0057546998584039515 -0.023835770722873385 -0.049412572651520791
leaf_count=15616 182 46004 7322 30241 4507 7803 5700 637 21684 485 1553 308 22472 208 4447 1616 99 242 313 140097 10463 3823 1932 2110 163 21573 5407 4140 731 53
internal_value=0 -0.0254319 -0.0738229 -0.0539583 -0.040452 -0.0732706 0.0490876 0.136206 0.00501902 -0.0650444 -0.110221 0.0257443 0.0226682 -0.105938 -0.112454 -0.259545 -0.510188 -0.163099 0.350637 0.00779979 -0.0030461 0.00381432 0.116344 0.0219274 0.120706 0.0600751 -0.0240624 0.00676114 -0.388975 0.210076
internal_count=361931 171257 80789 65173 57851 44969 12882 6337 90468 6545 6060 68784 68476 37166 36958 6717 1715 5002 555 190674 158588 148125 8028 6096 3986 32086 10513 9547 966 235
shrinkage=0.0386516


Tree=2400
num_leaves=31
num_cat=0
split_feature=1368 652 1453 1460 1466 1466 1458 1452 1462 1450 1468 978 1452 1452 1452 1444 1457 1464 1451 1458 1450 1452 1468 21 1466 1461 1451 1457 1439 1470
split_gain=17.9873 26.6665 24.5823 28.6046 29.7878 30.1035 48.1479 37.4502 33.3281 26.8712 25.9307 24.7639 24.4256 24.1883 48.6157 42.9961 42.5821 44.2392 39.4433 39.0731 47.3609 38.9 34.7788 32.9236 31.0393 31.5464 46.1739 35.2633 26.801 26.7344
threshold=1.0000000180025095e-35 -0.98896428961744431 1.257127198603895 4.107484149283855 -0.30485107753748153 -0.059470781042241523 0.11800097897884852 0.15137389486705299 1.9450005767964027 2.8675844706011513 -0.31191820450846836 -0.92714324281682947 2.1623186976286717 -0.18157124906225561 -0.1014882148136543 0.61050815248025436 -0.51908510895941451 -0.045917158466491741 0.59897055457132509 -0.45416350011085566 -0.68961132794472235 -0.13431352879282774 1.3195544013298623 1.189441983669046 2.4649257724753331 -0.2634310735630721 0.15682813824755043 5.4378793078107464 1.0000000180025095e-35 0.15922148059223509
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 6 -6 8 -7 -4 12 -10 -9 18 16 22 17 -15 24 20 21 -18 -16 -22 25 27 -27 29 -21 -2
right_child=13 2 3 -5 5 7 -8 10 11 -11 -12 -13 -14 14 15 -17 19 -19 -20 28 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019599724897289006 0.0040738966699991296 -0.0017030909471236423 -0.0047571422427971711 -0.019618242318449549 0.0057019586791438323 -0.0058186148879479493 0.046223309904397596 0.01815377733263011 -0.026239163865989276 0.020027287928869743 -0.0027115313706074394 0.030523191929778658 -2.1666011242040226e-05 -0.037386313993363139 0.0017339407027015317 -0.007652542620546497 -0.031216900230144711 -0.0079547318288028593 0.0069971697039583492 -0.0017722366413048616 0.031929836384066539 0.03516240667668722 -0.0064117509934701819 -0.0067541762045208427 -0.016170610400709523 -0.00065743557421414633 -0.015871527050340842 0.062385466706372801 -0.023115096657994057 -0.00024475706179381249
leaf_count=27229 27950 172958 5434 518 722 3704 307 2464 86 363 1069 348 789 1000 45391 7760 404 1021 10449 1222 630 107 5465 288 1005 13660 2445 70 1212 25861
internal_value=0 -0.0202646 -0.0308998 0.0527074 0.0702912 0.142343 0.483001 0.0981506 -0.060769 -0.0644053 0.231286 0.485736 0.322604 0.0130471 -0.0199081 -0.000522768 -0.221018 -0.493502 0.038951 -0.0784758 0.207214 -0.382574 0.0206198 0.486515 0.0190633 0.0247613 -0.065872 0.0505557 -0.268486 0.0481771
internal_count=361931 215991 188762 15804 15286 9489 1029 8460 4138 5797 4322 434 3253 145940 64500 58616 5884 2021 81440 3863 1429 511 50856 918 70991 69986 16105 53881 2434 53811
shrinkage=0.0426745


Tree=2401
num_leaves=31
num_cat=0
split_feature=785 516 789 852 451 506 566 842 715 705 896 513 783 651 268 928 579 691 82 1059 583 485 914 574 727 225 913 639 996 764
split_gain=46.3072 33.8648 32.5488 33.7838 31.9725 57.08 28.4271 37.8168 31.7244 35.2557 36.0521 34.3264 31.6982 31.7462 34.7473 30.9284 27.7169 27.3798 30.6888 27.1471 26.9046 40.2045 31.2457 29.1145 26.4666 25.4046 24.9763 24.9614 24.4475 31.1604
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.0747610123934368 1.4809802044803921 -0.33605752069368178 2.1059719136688364 1.2953335127958103 -1.0520742306125903 0.3847065924170836 0.13351389361957308 1.0454229551509682 -1.0732212767954836 1.1107569744011787 1.0000000180025095e-35 -0.52992354128753727 0.38369638209385348 -0.96580272035820502 -0.65411034470516971 1.0885083440240186 -0.55326332990463356 0.4697464522978691 2.4975337861131606 1.9648511695474458 1.0000000180025095e-35 -0.46111527225195487 1.2735533795563683 0.62615350028818029 1.0565563832172893 -0.41578106467721315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 4 3 6 16 -6 8 -8 12 25 11 15 17 20 -15 -11 -2 -3 -19 26 21 -14 23 -22 -1 -10 -5 -18 -13 -30
right_child=1 2 -4 19 5 -7 7 -9 9 10 -12 28 13 14 -16 -17 27 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-9.7030765185817304e-06 -9.0999769065577431e-05 -0.00064949219193231335 -8.4003565392739532e-05 7.0195539514202764e-05 0.00031264660621168808 -3.3901661456957396e-05 0.0001949463241483909 -0.00024693330353313625 -1.3186275473452753e-05 0.00010047568890943071 -7.7984113433016226e-05 0.0002024935816772146 6.409977158460793e-05 0.00074148354035346252 -0.00023421838458888926 -4.7152187448567138e-05 1.447334598538479e-05 0.00032553046509938287 -0.00024582801685362322 0.00024583861069172344 -1.338408334834391e-05 0.00039136253243719532 0.00066369521441500025 0.00033753537695725027 0.00011789244530143963 -0.00011096036163967072 -0.00021335407487842563 -0.00016453956392210718 0.00034849909365914635 -0.0004147868247190392
leaf_count=12551 92240 550 23724 16725 2736 10940 5206 956 23474 10283 16992 6744 3542 142 2102 19936 28323 726 1490 3524 9996 2966 345 1183 17008 38956 1596 6040 325 610
internal_value=0 -0.0271107 -0.00848538 0.00275499 -0.0569582 0.0493929 -0.010314 0.128171 -0.017621 -0.0336792 0.00568198 0.0435626 0.0564144 0.0848635 -0.158892 0.00648082 -0.069802 -0.17785 -0.0681589 0.0817054 0.115572 0.222505 0.0487744 0.0273206 0.0627204 -0.0745261 0.0471724 -0.0121446 0.163301 -0.145967
internal_count=361931 332372 192093 168369 140279 13676 146524 6162 140362 117320 54890 37898 23042 20276 2244 30219 126603 2766 2216 21845 18032 6508 11524 11179 29559 62430 18321 34363 7679 935
shrinkage=0.000980392


Tree=2402
num_leaves=31
num_cat=0
split_feature=1461 1461 1459 1454 1451 1467 1451 1461 1465 1464 1449 1449 1465 1464 270 1449 21 1469 1470 1460 1462 1450 1469 1452 1027 1461 1469 1465 1454 1466
split_gain=18.3313 56.2775 52.9561 46.038 75.4695 40.0854 55.8791 53.7737 70.505 52.2211 50.0206 43.3638 38.6223 37.3859 38.0387 32.5915 47.1451 29.7492 47.1376 28.6669 28.1476 31.233 28.964 27.7091 32.0169 27.3971 30.468 26.8358 33.3411 34.9209
threshold=1.2257192582534573 -0.3640729456269281 1.9632967188765165 -0.58754815837321106 0.64614069530580831 -0.43081157782580487 -0.42658740747902063 0.56849382259836123 -0.16063340327381712 -0.32896304062901921 0.60588132381810589 -0.68447756783004043 -0.063611481550710794 0.19065333474563756 -0.64099422022576391 -0.007362941269655302 1.0003342417131433 -0.86604409569111074 -0.49518785709501073 0.2070153182358592 2.7874438589925088 0.031350008669292655 -1.0116054822771126 -0.44066592451945163 1.3133204588538343 1.0000000180025095e-35 -1.2201123333327371 0.16702641843835223 -0.12591398429191614 1.1899876529434907
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 11 10 9 19 13 12 -3 14 -7 25 20 -4 -19 -9 21 27 -23 -8 -25 26 -5 28 29 -17
right_child=-2 2 17 15 -6 7 23 8 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=6.5589097340487828e-05 0.0018649570578456356 0.0036419305609319717 -0.0070803455229930604 0.042610186873332886 0.026843351042086051 -0.020859829126742099 -0.025149488876319931 0.024299034306836945 -0.012239933775704039 0.0030297698904320236 0.028317030729987709 -0.0047672844480381969 0.042427474910042048 0.019705168746235735 -0.0018218733567436096 -0.0090548642557305124 0.022589582291385475 0.0046592070686970206 0.047330811806577944 0.057710023495622181 0.022803176033792581 0.0043334815634567779 -0.017038516575600442 -0.011995437571410849 0.021026595101828863 -0.0079859150685844121 -0.030472215549333413 -0.010465474252003322 0.015861413332692101 0.033091781914072291
leaf_count=272635 34348 626 391 58 886 2341 1850 1462 1025 1275 421 2430 391 473 3002 1819 585 554 323 302 399 769 3299 3223 349 21753 1221 1792 1757 172
internal_value=0 -0.0115248 -0.0839048 -0.0971894 -0.00368413 -0.039842 -0.161027 0.0661584 0.275291 0.452661 -0.0883137 0.073408 0.464686 -0.157803 -0.226656 -0.152935 -0.0410294 0.354142 0.567704 0.707198 -0.0877266 -0.115383 -0.283285 -0.324736 -0.202584 -0.205568 -0.600514 0.00336849 0.121016 -0.09255
internal_count=361931 327583 54948 53680 20056 19170 8869 10301 4064 3039 6237 3447 1017 5816 5343 33624 10592 1268 877 1764 10007 9608 4068 5422 3572 23032 1279 5540 3748 1991
shrinkage=0.0426745


Tree=2403
num_leaves=31
num_cat=0
split_feature=545 1442 785 1445 1461 843 1396 921 783 712 723 710 841 629 769 1315 419 470 796 583 553 982 700 1160 654 1116 1058 1025 486 1470
split_gain=36.4557 34.3606 31.2651 30.3146 28.6846 25.6539 25.1569 25.0142 55.0058 39.9273 34.6088 32.9911 39.3556 36.8147 32.3017 31.0191 30.1797 29.8134 37.8903 31.1025 28.3608 29.2672 36.7443 27.3864 32.1171 26.0198 36.7218 25.8272 25.4881 30.272
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 1.6380901172106308 1.4098417307792441 2.539957888746601 0.66386066127205579 1.0525743831388839 1.1155635910225459 -0.63779424894106762 1.0000000180025095e-35 2.0142775757586349 -0.99024594510213471 0.73433421603014482 2.2342001346882543 -1.3414588660583417 -1.7224791228939573 0.66595742291584703 -0.75739456769098112 -0.55326332990463356 -0.40557632866038712 3.0854258727671673 1.0260655805247272 0.68536004617275303 1.0000000180025095e-35 2.8395370799469446 1.0000000180025095e-35 1.8785447384370386 1.3765966419980129 1.5114046301508217
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 7 -2 11 10 -10 -9 17 16 15 -12 -14 -13 20 19 -19 -4 25 -23 -20 -25 -22 -27 -18 29 -17
right_child=1 2 5 -5 -6 -7 -8 8 9 -11 14 12 13 -15 -16 28 27 18 23 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-6.3859413814449151e-05 -2.3203004262129127e-05 7.4692892437576512e-05 -6.0532727562233617e-06 -0.00017243136131628198 0.00019757772322768114 0.00025109291970083146 -0.00022785253772594351 -0.00011108869346347938 -0.00026615420560244571 0.00028932674249497085 4.9286054437551203e-05 0.0016663657452218297 0.0011692805196779064 -0.00017289744423822908 0.00069208771249340008 9.9213487219353838e-05 -0.00022350577162306848 -4.8888117120590221e-05 4.576840295884387e-05 0.00022729487145040509 -8.339521046725915e-05 0.00061143078013872179 -0.0010971382038677618 7.8039620048974542e-05 -0.00014958526273858351 -0.00022957133586565482 0.00061436407303201647 0.00063770376062040747 0.00053394266640735067 0.00055773945700062909
leaf_count=94059 20717 23559 52812 14673 2379 1622 4189 8726 602 5037 11565 37 123 1293 335 5952 2822 2393 14645 5588 73525 542 83 3508 8502 454 593 176 734 686
internal_value=0 -0.00797451 0.00190057 -0.0736805 -0.0308097 -0.00724151 -0.0561385 -0.00961785 0.0519727 0.233721 -0.00137356 -0.0196149 0.0899053 0.156271 0.0691204 0.212063 -0.142665 -0.0282333 0.0236974 0.148416 -0.045951 -0.0754629 0.421007 -0.0131595 -0.0850857 -0.0797133 0.273966 -0.171603 0.193443 0.149908
internal_count=361931 267872 225914 41958 27285 202355 24906 200733 26265 5639 20626 174468 11823 8788 11900 7495 3035 162645 34636 7981 128009 75197 625 26655 12010 74572 1047 2998 7372 6638
shrinkage=0.000980392


Tree=2404
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 647 590 727 544 346 1249 1040 759 990 678 677 834 570 1421 834 636 913 73 912 783 18 632 1087 65
split_gain=38.1602 32.8229 29.3559 33.0624 31.2774 32.5288 26.9879 61.9564 26.5055 24.6083 24.0789 25.3569 30.5102 24.2827 23.7117 23.3116 25.6916 22.4743 22.1436 22.9014 22.1292 21.9949 21.8964 22.4525 25.9486 23.7714 22.5807 22.5728 22.9064 22.0223
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 1.09266583130301 6.0948733974029876 1.0000000180025095e-35 2.0780443506202029 -0.48460852809644533 1.0107116206971127 1.3963992400794327 2.4129057422810987 -1.0282579537198486 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.97694724628095508 -0.8759528342717533 4.1936450872564981 0.48381857508364595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 5 10 7 -3 -5 -1 11 12 17 15 -10 16 -14 -2 19 20 -8 -20 -7 25 26 -24 -25 -27 -29 -26
right_child=1 6 3 8 -6 22 18 -9 14 -11 -12 -13 13 -15 -16 -17 -18 -19 21 -21 -22 -23 23 24 29 27 -28 28 -30 -31
leaf_value=8.8392684009256072e-05 -0.00036688585252086061 -6.8051301651800872e-05 5.1890927412225738e-06 -0.00011893210372812351 -4.9109849271701199e-06 -0.0001576527721635008 8.3819526072323234e-06 0.00044112773235773547 0.00014130963691013108 -4.8518028078976351e-05 -0.00021845985598667347 -0.00023389819296115556 -8.7518927064020424e-05 0.0007999709533255833 0.00044015793807992385 0.00086023395885780713 0.00012341458183668085 0.00095413193461885799 -0.00011535783892655229 -0.00025219784149786169 -0.0002435200397249506 0.00033641748387580026 7.0710111100862348e-05 0.00043321746635596042 0.00076121512886691246 0.00014387253722882384 -0.00020474320022375442 -7.9729378811192072e-05 0.00165494609766825 -0.00044285893769358551
leaf_count=21198 2747 4821 34551 1294 103001 5981 27682 1384 4808 8361 14802 6707 13021 210 1493 102 3683 95 59758 3085 2603 602 15948 301 231 2759 5942 14607 35 119
internal_value=0 -0.0298565 -0.0164644 0.0348705 -0.0289661 -0.0644591 -0.070046 0.0789789 0.159654 0.0517355 -0.124869 -0.0807102 -0.038846 -0.00340269 0.214614 -0.0143954 -0.0242212 -0.322705 -0.0819273 -0.0301786 -0.0108366 -0.112239 -0.0281327 -0.0103035 -0.137773 0.011282 -0.175862 -0.0447059 -0.0771482 0.438736
internal_count=361931 332372 232437 42146 190291 87290 99935 6205 7595 29559 41367 26565 19858 17016 6301 16806 16704 2842 93730 33370 30285 60360 45923 39942 6593 33349 6243 17401 14642 350
shrinkage=0.000980392


Tree=2405
num_leaves=31
num_cat=0
split_feature=785 21 683 967 1230 852 771 924 1011 747 1453 1002 872 1458 1381 1466 1469 1466 1466 1453 21 1466 1469 1465 1461 1465 1465 1451 1459 1463
split_gain=18.1571 18.2528 28.4898 26.4056 31.0027 29.8911 28.3962 27.844 27.1092 36.3326 36.497 33.0471 30.3156 26.0284 24.5213 24.3163 50.2038 36.8628 66.4775 39.9028 39.154 36.6943 31.4906 41.5999 41.6881 34.0083 31.328 36.5024 37.0294 31.0167
threshold=-0.86283290253235112 -0.70163543588998201 -1.3831318875547542 0.14227593076892944 -0.92106560951488936 -0.22706799479215015 1.4820751525130569 1.8999064755685127 1.3326183996331451 1.6274895855248437 1.3493607039916962 -0.32459312438081372 1.0000000180025095e-35 -0.51296100092506636 -0.52301931318432848 0.27725162624946764 1.171815316512917 0.048793375953514358 0.041666216359983001 0.47485221662462634 -0.89074317784588486 -0.035273251782798838 0.89249481792896723 0.84595576380118198 1.4098417307792441 1.2105468773947827 0.73445787724978617 -0.15707538432179122 0.77133902740777927 0.11958884464899855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 -3 4 -4 6 7 -6 11 12 -11 -7 14 -14 -10 17 -17 18 21 -20 -19 22 25 24 -24 26 -2 -28 -29 -25
right_child=1 2 3 -5 5 8 -8 -9 9 10 -12 -13 13 -15 -16 16 -18 20 19 -21 -22 -23 23 29 -26 -27 27 28 -30 -31
leaf_value=0.0017806672765555075 0.00158722666794681 -0.0034108554227343115 -0.0036452883608009438 -0.0022808404494642325 -0.0016040149848755019 0.0029383841800824876 -0.014299709765504869 0.0071730579731001396 -0.0067095480370026953 -0.019841308548882716 0.025420892893185838 -0.00073303368702816864 0.002028216519271697 0.014040428359099057 0.0067724099837798814 0.0022204334268711937 0.022111314970516199 -0.013551300405619674 0.0038763236117072084 0.040243456496094274 0.0031102087536402866 -0.013002247134000703 -0.0073430304902357317 -0.011791143859875923 0.027051846333229282 -0.0065674001286921586 -0.00094732521122981158 0.012965407069354316 0.045621823441454115 0.043464245756812271
leaf_count=29559 37398 40453 17566 52680 40785 33283 1501 3007 1627 680 126 41691 1772 4037 2156 24586 1098 3987 455 465 1946 2162 10608 148 330 4548 1457 1328 277 215
internal_value=0 -0.0115518 -0.0216645 -0.0118816 0.00283893 0.0138457 -0.0345899 -0.0245313 0.0371376 0.136426 -0.290881 0.0218772 0.172098 0.265777 0.0249955 0.0185296 0.0787492 -0.00821831 0.0106747 0.597986 -0.194872 -0.00124951 0.0107551 -0.117821 -0.153155 0.0380422 0.0604888 0.292592 0.508121 0.631431
internal_count=361931 332372 241364 200911 148231 130665 45293 43792 85372 10398 806 74974 9592 5809 3783 91008 25684 65324 59391 920 5933 58471 56309 11301 10938 45008 40460 3062 1605 363
shrinkage=0.0394247


Tree=2406
num_leaves=31
num_cat=0
split_feature=785 1235 407 284 43 1467 634 1286 728 1181 1388 1047 1464 1459 1454 1459 1451 1455 1465 1465 1468 1452 1459 1449 1452 1452 703 1149 346 959
split_gain=54.1781 38.858 39.2041 40.7284 40.6028 37.4753 32.5362 31.0507 29.3119 28.5733 28.535 28.5056 27.7255 35.5801 40.5743 48.9207 44.3051 31.6712 29.9945 37.7197 29.8626 31.498 32.9674 30.2531 26.4712 29.2767 30.2567 26.4282 25.9211 25.879
threshold=-0.86283290253235112 -0.94625487755706195 -1.2965003005540392 2.3447682495800666 2.2744972866152193 4.0242090356330973 -1.3822626304572669 0.78161905918100072 -0.49008176997875957 -0.29961249543029389 3.082668396781771 -0.50831143158041792 0.2291445000830519 -0.1446085600927958 -0.17470481038223243 -0.17903548000207106 -0.2263619558997208 1.1386082259262511 -0.086068629075202727 -0.063611481550710794 0.86513973906966435 0.57845329651378008 1.2659885913983882 -0.31529063552500924 1.4575342063660932 1.0409243383084115 0.071679434661712574 3.070608018023568 -0.27651458145574864 0.84086088814742543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 10 6 9 -4 12 -1 -2 -3 -9 27 14 16 -16 18 20 -14 -20 21 23 24 -15 25 26 -23 -8 -24 -18
right_child=1 2 4 -5 -6 -7 7 11 -10 -11 -12 -13 13 17 15 -17 29 -19 19 -21 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013516008582677177 -0.00013060893704247022 -0.0001180412820485554 -0.00014354226873337282 0.00038878068817416319 -0.00019122118150021857 0.00033923426707902594 -3.5757533527732664e-05 -4.7016868250676412e-05 8.4317206731397205e-05 -4.4280726025487861e-05 0.00098975748457941952 8.9426934948891765e-05 -2.2956963555745001e-05 -0.00014173920667306944 0.00013335284334757604 0.00066066644922391715 -4.9855925355261576e-05 -0.00021295676246043673 0.0010799261617729476 0.00019944071792642548 -0.00020685292719533455 0.00064761085452312171 0.00018147730775754608 9.0424268988120759e-05 3.8177460264296264e-05 0.00080353864396821536 -0.00015140825839245837 0.00024407726649439953 -0.0004229004459218372 -0.00041951347820983154
leaf_count=3396 48013 33191 9463 774 7789 946 102547 9339 26163 50134 103 27399 3108 4910 11980 730 2109 3484 206 1777 2440 361 721 5475 805 655 447 1351 512 1603
internal_value=0 -0.0336333 -0.0191567 -0.100014 -0.00862908 -0.0774389 -0.0032841 0.0024543 0.0631656 -0.0832535 -0.115473 0.057647 -0.0123168 0.0345058 0.0951501 0.170647 -0.0207849 -0.0314137 0.108979 0.319005 0.00855594 0.0473118 0.21611 -0.015242 0.366045 0.521562 0.243048 -0.0320247 -0.056497 -0.207543
internal_count=361931 332372 233279 34068 199211 99093 191422 181959 29559 98147 33294 36738 145221 41323 21513 12710 8803 19810 5091 1983 16326 13886 3501 10385 2268 1463 808 103898 1233 3712
shrinkage=0.000980392


Tree=2407
num_leaves=31
num_cat=0
split_feature=470 464 84 56 712 73 1313 1392 498 692 363 590 271 351 821 1183 1316 489 554 970 1467 1467 1461 1458 1464 202 1454 1464 1457 1243
split_gain=18.3067 33.1234 23.3964 26.7871 21.5452 24.3776 24.3745 24.248 22.382 21.9283 26.6352 23.7245 21.5419 21.1237 20.3545 24.4919 20.0777 19.9378 27.1404 23.3272 19.7858 34.2727 49.514 32.3117 44.0639 33.9984 31.8883 31.0019 33.0153 33.1042
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.82828973929442806 1.0000000180025095e-35 -0.63779424894106762 -0.26411110905864721 2.4905288350476931 -0.95244706794026779 2.3761431599641116 -0.53106290669422085 -0.21970644715977555 -0.67541201360492764 1.8295593016215455 -0.79716469001684886 0.50351354525619041 -0.62707922625287493 0.29648898230080628 -0.58137753737464892 -0.76021691689658022 -0.34252614743305576 -0.31819417591303473 -0.25198177114056969 1.6859053074631882 -0.60078376361715269 -0.26622605535981053 -0.29016305255841285 -0.47921441570843964 -0.014205097036277146 -0.29043123479038785 0.011003589361739625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 12 -7 11 13 -6 -11 16 -16 -10 -5 -19 -20 27 22 23 24 -22 -26 -25 28 29 -2
right_child=20 -3 3 17 8 9 -8 -9 14 10 -12 -13 -14 -15 15 -17 -18 18 19 -21 21 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0082364338195364487 2.6642329227470407e-05 4.4278384703501191e-05 -0.020319701715550583 -0.0044104814909837059 -0.0047957089092669535 -0.015037201339884303 0.052374483753602263 0.0083339518410900613 0.062835379543961886 0.11497527417978184 -0.010756629557282708 0.0075991041713063924 -0.020653620072602817 0.030174792574168659 0.03089733320012767 -0.024655869186538483 -0.028829382158702493 -0.010514213866396019 0.011692757698043659 0.0010812195258502293 -0.015618830229645643 -3.194867274883914e-05 0.021829027903034075 -0.0043351910515056682 0.020919232481392668 -0.010379369916033205 -0.019485441113771745 0.0038411842469078714 0.0024405980103850327 -0.0072930053495311757
leaf_count=14710 17163 89765 517 5064 39810 2139 100 3440 173 37 797 499 2486 103 162 219 51 1739 3709 5059 1004 99402 467 2495 1017 487 3102 30616 25941 9658
internal_value=0 -0.0260533 -0.0707413 -0.0516237 -0.0863975 0.0393125 0.162962 0.127388 -0.113404 -0.136361 0.0898467 0.444798 -0.122082 1.25436 0.380293 0.0452016 1.0534 0.0349864 0.0923913 0.137721 0.00770851 -0.0120668 -0.149691 -0.195172 0.0156365 0.252782 -0.293257 0.033465 -7.82581e-05 -0.0562711
internal_count=361931 170579 80814 66104 50533 7632 4057 3957 42901 3575 1436 639 42296 140 605 381 224 15571 10507 8768 191352 107974 8572 8105 2508 1504 5597 83378 52762 26821
shrinkage=0.043528


Tree=2408
num_leaves=31
num_cat=0
split_feature=131 503 1309 1031 432 1097 852 551 1239 758 623 1407 140 785 630 279 630 632 1373 83 910 3 241 1244 1457 268 769 843 294 21
split_gain=17.9678 23.2778 23.9566 22.4995 30.5806 32.1042 22.6849 30.2538 23.365 23.9618 23.2356 23.9355 26.531 22.7262 22.849 22.4575 29.634 24.017 22.3764 22.2546 24.7123 35.4168 31.6955 22.181 21.9904 21.8958 21.6644 21.5747 24.0554 31.8651
threshold=-1.2826351221583661 -1.0623488931534213 1.0000000180025095e-35 1.6568736917453439 -0.42920509524167766 -0.95342879297703587 1.0747610123934368 1.0000000180025095e-35 -1.0472258233677043 -0.21037051308185831 -0.12320283508457179 1.9153824501137493 -0.2142512293618318 -0.86283290253235112 -0.5320158008722814 0.10842687848042375 0.022702164682187397 0.6650875607342327 0.8569055847881154 -0.14356569611423273 -1.853330040643574 0.17707551726593593 -0.55389783076229848 -0.22060541842349959 0.4922766381250015 1.3237862777837373 0.58299528178493532 1.8966552550280029 0.30722505279641482 -0.13431221002227373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 26 6 15 19 13 10 -9 -10 11 12 -8 14 18 16 -5 -18 -2 20 21 25 -23 -7 -16 -6 -3 28 29 -15
right_child=3 2 -4 4 5 23 7 8 9 -11 -12 -13 -14 27 24 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0040499972179670659 0.0032985029025805073 -0.0047817283982410381 0.0008026931565593377 0.0096225584734535886 -0.044312000775835997 0.0037975276386035743 0.0035718047073928557 -0.0022221412701747354 0.0091594516750432061 0.0022009074686065765 0.0024122093206926849 -0.026160134310783758 -0.0089063275894269416 0.0015114051636123673 0.0031451146906132476 -0.004466703932396226 -0.0081023979278802248 0.022851438249192023 -0.0066280644086551396 -0.0049254028423622075 -0.016828404804926925 0.22178861334627084 0.0455881436032528 -0.0065101364053131716 0.012294220062710023 0.081089516016815757 -0.00032646500185367239 0.0033047256587026724 -0.0027670730671933283 -0.0011950260298616816
leaf_count=6355 3668 36892 16975 4952 115 4462 2473 3446 8210 6729 7687 405 3137 62578 11580 4458 2621 311 3450 5958 5330 21 57 3897 2383 33 19049 11401 38058 85240
internal_value=0 -0.0404974 -0.0539408 0.00191021 -0.0660621 -0.132826 0.00804658 0.0617919 0.119053 0.153358 -0.0161632 -0.122476 -0.084635 -0.000484512 0.0669948 0.0364874 0.122897 -0.106314 -0.0349861 -0.242173 -0.380152 0.649882 2.13357 -0.0242983 0.117133 -0.413094 -0.0828943 -0.00837215 -0.0146044 -0.00219718
internal_count=361931 79271 72916 282660 32215 19873 250445 32087 18385 14939 13702 6015 5610 218358 21081 12342 7884 2932 7118 11514 5556 226 78 8359 13963 148 55941 197277 185876 147818
shrinkage=0.0402132


Tree=2409
num_leaves=31
num_cat=0
split_feature=1371 842 1457 1386 710 950 1255 6 421 12 777 51 325 326 887 1392 217 734 1450 705 501 567 213 352 837 351 570 947 1237 1430
split_gain=17.8177 21.82 21.8153 20.2921 18.4179 18.2771 25.3777 19.4171 21.6758 24.1518 19.1364 18.0603 26.826 30.7169 29.2301 25.6114 24.3254 23.2063 21.9702 21.4978 25.2674 23.6999 23.281 22.6248 25.9868 21.3663 21.892 21.0637 28.3626 22.4637
threshold=3.4357416210103824 2.3752998519744484 -0.30164077649911097 0.43876717292237005 2.59888630691959 1.0000000180025095e-35 0.29091170838453934 -0.471220422422785 -0.20055513859741547 -0.54413396069502729 -0.65911055561496668 1.0000000180025095e-35 1.0000000180025095e-35 0.65872944223055041 1.0000000180025095e-35 -0.48439385640743926 1.9453878108199023 3.0820683777490774 3.949999276563736 1.0999472070578602 0.63894053904887427 1.7149604823276914 -1.3341566586686258 1.9556612063203007 -1.8227689852393103 1.1558720602942254 -0.58386111762430692 1.641280574724302 1.0000000180025095e-35 0.54622893720785959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 5 -2 7 -7 -4 -9 -10 -8 27 17 14 16 -15 25 18 19 23 21 22 -21 24 -13 -14 -27 29 -29 -1
right_child=1 -3 3 -5 -6 6 10 8 9 -11 -12 12 13 15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=9.6066852901359847e-05 -0.022508833631561358 0.039313864624954314 -0.0070693249235022617 -0.022111101826199832 0.030670630475387026 -0.031715050686484399 0.094466805982618501 0.0026010177263758277 0.094352092985321101 0.026582665325814048 0.00071333322301011604 0.039440183818602315 -0.00097935726672506362 -0.0040077890009232228 -0.0074896022548288574 0.0060174496885993392 0.014925144654286055 0.016798748639691385 0.020355127036577141 -0.031708450533603744 -0.011721201415313619 0.019854897893985549 0.0047091247428043036 -0.012865190575038092 -0.00084447661222526965 0.0036064545335917097 -0.019966045338928831 -0.0048078716919487605 0.0061547840155235893 0.0027322176312106553
leaf_count=164834 2075 116 477 668 89 436 47 266 108 241 121 192 15748 5103 25931 5773 1130 728 468 261 1135 1025 7380 2261 66627 701 1726 13320 2839 40105
internal_value=0 -0.182888 -0.219803 -0.030725 -0.432159 0.12359 -0.29326 0.327597 0.605785 1.03727 0.589531 -0.00413466 -0.0267148 -0.0701523 -0.103471 0.0347677 -0.0326757 0.000132938 -0.00426928 -0.00771569 0.0908588 0.128701 0.0842907 -0.0233565 -0.0161457 -0.0542593 -0.277241 0.00805602 -0.0661643 0.0147169
internal_count=361931 4644 4528 2364 2164 1696 604 1092 615 349 168 357287 136189 56112 45236 10876 19305 80077 79349 78881 9801 8666 7641 69080 66819 18175 2427 221098 16159 204939
shrinkage=0.0452865


Tree=2410
num_leaves=31
num_cat=0
split_feature=21 1462 484 1384 1221 1151 1435 197 703 62 1053 703 901 716 87 487 42 424 717 1082 69 200 1467 471 1437 1243 434 1356 296 1166
split_gain=17.6142 24.767 18.8621 22.5304 28.2561 27.5854 20.8559 22.7625 20.4121 19.5789 26.797 25.8404 37.3779 25.1385 25.1561 22.3304 22.7861 21.0447 21.1102 20.7535 22.8316 20.6545 28.2953 22.0842 21.0792 20.6132 20.5195 20.3643 26.4168 26.3251
threshold=-2.9709283393608152 0.64216061943476632 0.40243943359777712 -0.19751225840877207 1.0000000180025095e-35 1.481418445396719 0.89654117410713363 1.7525974049969186 -1.9778993439294899 -0.67845511463764618 -0.7652755734770974 -0.56519532704741804 0.21849606531366475 -0.69209399053639031 1.5086085358059107 1.3945268872588026 2.1588699350178979 2.0413948384304379 3.2188298739617855 0.54210842497312506 3.5381781667709316 1.1543371994524385 1.4133641467104867 2.9395468797111257 3.5253024523165304 -1.4940064976727905 -1.6056553168454881 1.1703909184639636 -0.59762244990421498 -1.2508507625752519
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 6 8 7 -4 -5 10 19 12 13 -12 -15 16 17 18 -13 -2 -21 23 -23 24 27 -14 -17 28 -11 -30
right_child=2 -3 3 5 -6 -7 -8 -9 -10 21 11 15 25 14 -16 26 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.028224095427337809 0.0010498319990634585 0.021352748783305411 0.0039134748271234462 -0.02374933842235373 -0.0045374991270408253 0.0059173244274935057 -0.0046807833445045655 -0.010479656328806767 -0.0038456584551919163 0.0029472799604637031 0.039667902186484909 -0.001298967407756126 0.077990221941889787 -0.0015030868968284822 -0.019473642933541334 0.080187772770986876 0.012971974126775872 0.010733653488008102 0.049228030880473027 0.010799957612786985 0.1082317599095959 -0.0039580193920682669 0.010267149214380553 -0.0071809285885546551 -0.011424661302461959 -0.013039110195848082 -0.010052852157871824 0.0040043272098773952 -0.0047164324558192829 0.00048954013159334354
leaf_count=147 11460 659 21763 934 11514 3501 4584 1567 44552 40198 106 39724 28 12260 1197 26 1331 1746 58 2368 22 16477 1431 3036 1249 7733 4236 20627 14563 92834
internal_value=0 0.322661 -0.00618899 -0.0381496 0.0033333 -0.075793 0.0423407 0.0705034 -0.0932362 0.00275422 -0.0295093 -0.0498837 -0.125375 -0.0525593 -0.0645291 -0.019744 -0.00519604 -0.015363 -0.0265942 0.065924 0.268376 0.0145233 -0.0602827 0.0218315 0.0253269 -0.283783 -0.208858 0.0275349 0.0178367 -0.000913906
internal_count=361931 806 361125 88415 39428 48987 27914 23330 45486 272710 82295 68445 21324 13563 13457 47121 42859 41528 39782 13850 2390 190415 17908 172507 169471 7761 4262 168222 147595 107397
shrinkage=0.0443986


Tree=2411
num_leaves=31
num_cat=0
split_feature=785 728 647 590 727 784 921 1022 1016 859 885 1038 982 1453 913 85 73 912 783 632 1087 18 65 771 1040 346 759 423 1249 677
split_gain=36.6994 29.8299 27.1587 61.3553 24.8726 24.8133 28.4818 27.2142 27.2634 25.0122 24.0311 24.7467 22.0387 21.8106 21.6469 21.517 21.4289 26.0331 22.943 23.2216 23.1538 22.5868 21.7348 21.41 21.667 25.5926 25.5628 24.3732 23.8248 24.3552
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 4.8263866747680533 -0.17630926381181156 1.7621802667917166 2.1847129145757513 -1.0282579537198486 -1.3274107148674466 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 -0.97694724628095508 0.48381857508364595 1.5773296200199145 -0.8740075305771694 0.023879202924299989 2.7993186572179827 0.10714457403156959 0.63898029052325456 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 -1 7 -7 8 10 -8 23 -12 -11 -13 15 -10 18 21 -16 -20 -21 -18 -19 24 -2 26 28 -28 29 -26
right_child=1 2 -4 -5 -6 6 9 -9 14 12 11 13 -14 -15 16 -17 17 22 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.33867741359775e-05 -0.0002820467887576602 -5.9005485715341511e-05 -7.2357413643227538e-05 0.00044912878322505125 0.00011060650566080447 9.0733326369628853e-06 0.00043869903981165633 2.8647909662834737e-07 0.00021445222279096318 0.00012572980972691856 0.0012081039012833779 -0.00017106251455332921 -0.00048977742855051706 0.0015494814342628157 7.5244360447941852e-05 -0.0002032700696588902 0.00044313300386808279 0.00077017767059633262 0.00015343471427496744 -7.4002467114068712e-05 0.0016777337091489145 -0.00019683163409989275 -0.00043045865219079789 -0.00055990849118909289 -6.9552428551391518e-05 -0.00019314880349383326 0.00010243606406643313 0.0014921693978848236 -0.0002190443066347635 0.00013832113198012283
leaf_count=12551 6119 4821 93730 1384 17008 34551 1153 103001 733 6164 102 239 278 28 15948 5248 301 231 2759 14607 35 5942 119 854 12731 12283 199 127 5045 3640
internal_value=0 -0.0233602 -0.0618318 0.0881571 0.0568193 -0.0105624 0.0367573 -0.0220965 -0.0553503 0.15299 -0.11104 0.412304 0.103168 0.0628462 -0.0220648 -0.154413 -0.00429751 -0.12931 0.0168228 -0.0383188 -0.0712825 -0.167636 0.449761 -0.119386 -0.110634 -0.0876004 -0.0378453 0.666743 -0.0490719 -0.00611428
internal_count=361931 332372 99935 6205 29559 232437 42146 190291 87290 7595 41367 369 6442 267 45923 5981 39942 6593 33349 17401 14642 6243 350 40998 40144 34025 21742 326 21416 16371
shrinkage=0.000980392


Tree=2412
num_leaves=31
num_cat=0
split_feature=50 56 1450 1463 1451 1450 1454 1464 1465 1467 1463 1451 1451 498 1467 1450 1465 1167 288 1469 1452 1459 1462 1254 45 1454 62 490 495 89
split_gain=17.606 34.38 20.1888 34.1542 46.311 39.5863 35.4994 28.8069 28.4521 33.8467 35.5003 30.1739 29.9454 28.1708 27.9805 26.4813 38.3097 26.1583 25.2828 26.4359 28.8845 25.0502 30.1755 24.2211 24.2256 23.7228 25.6995 24.2822 23.6968 23.422
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.2851047416766056 -0.052537044703927886 -0.11709475120216935 -0.40458312552186665 -0.82542789839051101 1.4925201905101055 0.10066526229782224 -0.16859189148488082 2.00503676632079 -0.42213731620190725 -0.27873446184249567 -0.27813582680884685 1.6166021676452613 0.25736028940779887 -0.017167228058440218 1.0360981161417697 -0.54999903214213142 -0.68900997687029764 1.1844650239005572 -0.0082725336293530856 0.20439603453550378 0.044416910220542165 2.0672121897419058 0.29389689997288809 0.22553477650581719 -0.37470806211765695 0.1127070570666286 -0.22796741818627991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 8 -7 15 9 11 14 -5 -13 -12 17 -3 -17 -11 -4 -20 23 22 -6 24 -21 26 27 -23 -22 -25
right_child=-2 2 18 4 21 6 -8 -9 -10 10 13 12 -14 -15 -16 16 -18 -19 19 20 28 25 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032514645614819425 0.00036432810835561498 -0.0019849347439907794 -0.007462245755714368 0.0074236433612370756 -0.01080663457286906 -0.011472314060019284 0.015158365650194027 0.0089196266086892014 -0.0072847278131646064 0.018479390286680476 0.14525963200965547 -0.022740547602912203 0.012189124299623703 0.023415241844375989 -0.043393406969102481 -0.012362763494109941 0.039030382079615879 -0.012448662390762361 0.0046352939304185412 -0.0084757139418857232 -0.0051910144081645125 0.014244240836449755 0.0041885176282721349 0.011375935552325606 0.027663554899716909 -0.0038238713613742087 0.016459070577398226 -0.015885321845439712 -0.035576172646977544 -0.0039115518415411554
leaf_count=74092 197382 38279 8120 1758 4047 617 5925 2563 2206 2012 33 1057 320 45 95 263 354 396 5851 4340 643 484 2032 1785 171 2197 1734 722 549 1859
internal_value=0 -0.0250053 0.0014819 0.0217194 0.0854281 0.16916 0.293807 -0.0200154 0.0586155 0.142528 0.328826 -0.0217566 -0.293481 1.84558 0.283661 -0.0368168 0.428501 0.327753 -0.0559424 -0.00613554 -0.082431 -0.0233565 -0.124648 -0.0386617 -0.15472 0.088481 0.217759 -0.0604906 -0.43827 0.0877124
internal_count=361931 164549 90457 67139 25680 14464 6542 41459 7922 5716 2581 3135 1377 78 2503 38896 617 2408 23318 15198 9347 11216 6079 8155 4511 5137 2940 1206 1192 3644
shrinkage=0.0443986


Tree=2413
num_leaves=31
num_cat=0
split_feature=545 1442 785 1445 194 1160 1461 660 585 633 574 507 758 960 639 464 564 116 71 1396 885 718 784 713 543 1256 906 981 427 816
split_gain=36.9568 35.2605 32.0041 31.2797 29.5466 34.7355 28.7819 26.9128 32.4619 50.5374 57.5941 31.2007 29.6442 28.7295 33.1146 27.3029 27.2203 26.5163 26.1171 25.9083 25.6943 25.6771 26.6589 24.6866 24.4702 24.2345 24.1974 24.1417 23.9675 24.9225
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 1.6380901172106308 1.5271592296785539 0.68536004617275303 1.4098417307792441 -0.72421686037558375 0.59573659850611882 2.0602254807584486 0.6251511886302028 -1.0861700333034265 0.40801449795817329 -0.64257916016084482 -0.14332914224095697 1.0000000180025095e-35 1.8888677277813357 4.0584189373189297 -0.72328643590951114 0.66386066127205579 -0.92873225317066288 1.0159173274103563 -0.90362276233551631 1.0000000180025095e-35 1.0000000180025095e-35 -1.3292791550198919 -0.21654178217884715 -0.70581454252470854 1.4510460984736129 -0.92870374882376117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 3 23 6 7 20 19 13 15 11 12 -10 -11 14 -4 18 -13 -17 25 -2 -6 26 -23 -3 -1 -9 -20 -12 29 -15
right_child=1 2 4 -5 5 -7 -8 8 9 10 27 16 -14 28 -16 17 -18 -19 21 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.1473176446266933e-05 -2.516359038566767e-05 -0.00015628318676552954 2.8373901160379751e-05 -0.00017677104849933082 -0.00018169141889080935 -4.060010672329288e-05 0.00019528701256610735 0.00036539251662593477 0.00023043383091407978 -0.00030957500280187074 0.00096937579918140798 -1.8843894214004678e-05 0.00046616570785336527 -0.00014331953131399076 -0.00013874654371298675 -2.6655642727628733e-05 -0.00063371809815571632 0.00087962652628991822 -3.7196136873657869e-05 -0.00023237157226281186 0.00017533943482645438 -0.00030519538507303072 0.00015628986514308469 9.3588648423398565e-05 -0.0001771469042997197 -0.00025644750847662775 -0.000161869990736093 0.00036377551578990226 0.00032316250558121046 8.281592624262436e-05
leaf_count=79209 20717 2038 16533 14673 1019 6523 2379 454 2474 1027 310 29162 275 2717 9027 53282 399 117 17224 4189 8999 792 3540 21521 14850 8396 17561 1774 1531 19219
internal_value=0 -0.0103333 -0.000351419 -0.0767669 -0.00958304 0.0713251 -0.0332722 -0.0184553 -0.0351382 0.0225398 0.266158 -0.00645737 -0.121085 0.0250355 -0.0280293 -0.0561316 -0.0266662 -0.0246835 -0.100303 -0.0585858 0.147073 -0.075774 0.0831264 0.0746433 -0.0677777 -0.230563 -0.0992656 0.461611 0.0776814 0.0592536
internal_count=361931 267872 225914 41958 202355 16541 27285 185814 136787 35421 3386 32035 1302 49027 25560 101366 29561 53399 47967 24906 10018 39117 4332 23559 94059 8850 34785 2084 23467 21936
shrinkage=0.000980392


Tree=2414
num_leaves=31
num_cat=0
split_feature=60 112 1364 280 1394 283 1467 774 152 1334 1294 822 21 1150 694 1039 486 223 221 1382 898 815 878 495 1237 1427 784 287 708 810
split_gain=17.6291 17.3361 22.4016 26.4488 24.7838 22.3247 21.1129 24.9734 20.0351 19.6294 19.2494 23.1304 22.9228 22.6148 19.3104 19.5036 27.0449 19.2902 19.1975 19.0275 18.7133 18.3521 40.417 32.2052 29.5478 29.0014 24.8739 23.2715 22.6055 28.5215
threshold=3.4231397208058323 2.2718117149406565 1.2961404104704866 -1.0568833326156051 -0.87085998388827057 2.3203676192117064 -0.12062852467941906 0.51356682332694681 0.34965606943064498 0.69617135029965105 2.2019233343356794 1.128204096651634 0.2439032738895319 -1.0000000180025095e-35 -1.103663459334937 -0.84016483595061942 0.76993465960519891 0.57234331306360786 -1.2834702494929826 0.17970388719266292 0.37992266786748513 1.0000000180025095e-35 1.0000000180025095e-35 -0.54486627179004532 1.0000000180025095e-35 2.2971197365863145 0.9594655836162902 -0.73147855645021898 0.47843709717639576 -0.65819684525605759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 5 4 -4 10 -7 18 -6 -5 14 12 13 -12 15 16 -3 -17 -8 -11 -19 22 23 25 26 -1 27 -25 29 -23
right_child=-2 2 3 9 8 6 7 -9 -10 19 11 -13 -14 -15 -16 17 -18 20 -20 -21 -22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0089090469785641068 -0.0081313160958687465 0.021108036067492553 0.14659589390282537 -0.0015854881982864646 0.0070100337255483884 -0.012341290400887673 0.17807649182439753 -0.044519945530983443 0.14500139459285674 0.085110917363451055 0.076430300098960929 -0.03168478877523024 -0.048032974087415477 -0.004511524624397252 -0.0096341592973866828 -0.019183155331934487 0.13092496076017635 0.0077193718509519981 0.057093880167752707 -0.013498588599810896 0.11973321437752807 -0.00083780963836534302 0.00046674067136814683 -0.009777181309534649 -0.0093281457209371896 0.019620239454945523 0.0049276085238702779 -0.00089303722293851266 -0.0015751732718289134 0.0022944757420120449
leaf_count=22611 4792 165 33 1126 95 174 24 40 23 87 127 140 46 87 11045 359 32 75 122 57 26 44106 85296 6155 8725 626 7897 30706 41489 95645
internal_value=0 -0.00377018 -0.0997567 0.229919 1.26165 -0.136907 0.58953 1.19074 0.65007 0.091528 -0.155602 0.417902 0.793599 1.09467 -0.176545 0.270595 0.907062 -0.0665001 1.67447 1.05161 0.886371 -0.00101354 -0.0210219 -0.0700473 -0.0385385 -0.169174 -0.0148531 -0.0454247 0.0133881 0.0264255
internal_count=361931 357139 13883 1421 151 12462 360 186 118 1270 12102 400 260 214 11702 657 197 460 146 144 101 343256 162016 76720 53483 23237 44758 36861 181240 139751
shrinkage=0.0471161


Tree=2415
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 1022 1016 885 859 1038 982 771 705 909 913 1453 211 1089 85 73 912 783 632 1087 18 65 1341 621 630
split_gain=31.2092 29.9826 27.6745 62.3971 27.3452 31.063 26.2453 26.4339 25.5756 25.1611 25.1221 22.0319 21.9444 21.9248 23.0234 21.7327 21.6694 21.5622 26.6414 21.561 21.3494 26.3196 23.328 22.9128 23.1042 22.7487 21.9829 21.2522 21.1893 25.2634
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 4.8263866747680533 -0.98545034728205338 -0.17630926381181156 1.7621802667917166 1.5773296200199145 -0.0050352993931598944 -0.62658750036069699 -1.0282579537198486 2.1847129145757513 -0.38477885929046479 0.44837531086292992 -1.3274107148674466 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 -0.97694724628095508 0.77605621623814935 0.52236833838155217 1.8391229387079961 -0.061711438771753523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 4 3 -3 6 -6 7 8 12 -7 -10 -11 17 27 -15 19 -12 -2 -19 -9 22 25 -17 -24 -25 -22 -23 -1 -27 -30
right_child=1 2 -4 -5 5 9 -8 15 10 11 16 -13 -14 14 -16 20 -18 18 -20 -21 21 26 23 24 -26 28 -28 -29 29 -31
leaf_value=-8.2808280451777765e-05 -4.2280407687763772e-05 -6.0133098941697705e-05 -7.3766493973443785e-05 0.00045182225015059181 8.8995877596717018e-06 0.00044481381852124065 -1.9320030774825868e-06 0.00021234841862875697 0.0012323735369622808 0.00013143755756068055 -0.0001569471224684817 -0.00048348110702884766 -0.00056465227495588566 -7.3199548373774641e-05 0.00012481450137418991 7.3927791800485054e-05 0.001555986434664008 -0.00023312575781725176 -3.0068334522357847e-05 -0.00020507365249888289 0.00044313186677086676 0.00075219337511637997 0.00014973117603426603 -7.5902365046957593e-05 0.001670642283182547 -0.00022871123917349561 -0.00049119053590455735 0.0001385319383387555 -9.6846315757458551e-05 0.0013931178849538399
leaf_count=7914 16826 4821 93730 1384 34551 1153 103001 733 102 6164 239 278 854 3120 16123 15948 28 17035 6283 5248 301 240 2759 14607 35 5677 110 2402 178 87
internal_value=0 -0.0246541 -0.0631743 0.0880828 -0.0118368 0.0377859 -0.0239306 -0.0565522 -0.111331 0.158967 0.42905 0.10905 -0.119914 0.0492653 0.0934085 -0.0238144 0.0771176 -0.111049 -0.170673 -0.156242 -0.00602702 -0.130638 0.0150371 -0.0405027 -0.0732255 -0.16912 0.450883 -0.0295134 -0.202323 0.451223
internal_count=361931 332372 99935 6205 232437 42146 190291 87290 41367 7595 369 6442 40998 29559 19243 45923 267 40144 23318 5981 39942 6593 33349 17401 14642 6243 350 10316 5942 265
shrinkage=0.000980392


Tree=2416
num_leaves=31
num_cat=0
split_feature=728 813 1161 487 332 770 690 627 870 252 544 665 209 1187 1379 1045 773 207 347 1324 1085 1388 659 764 760 632 639 755 1248 497
split_gain=17.94 19.7061 19.895 20.8604 20.4206 22.4335 20.9196 19.9727 20.0722 19.5728 19.5112 20.9517 22.4299 24.3374 22.71 22.4829 21.5462 21.4587 21.3814 19.7265 21.4928 19.2689 21.3076 20.8221 23.083 22.0067 21.0013 23.0181 23.7149 20.574
threshold=1.0000000180025095e-35 2.1641256470006294 -0.92422161023524152 -1.0864725700777209 1.0000000180025095e-35 0.93087039362365653 -0.50041040222156286 -0.92144971466487513 3.3018889885041549 0.46192366645804389 1.3187279471247144 0.85652824257920523 1.131845353656407 -0.99483909500599299 -0.68228974393190578 -1.2616161836024389 0.65377890490728563 2.2861290655933799 1.1134496052892102 -0.7008889167320228 1.0000000180025095e-35 2.3422194059015995 0.62821384419828064 -1.1448866875104242 -0.74421844190882946 0.5828410227985199 3.103512251845403 -0.66323948427984658 0.94450678301434798 -0.54080447595507619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 9 4 -4 5 -3 -6 -5 -9 -2 11 17 15 14 -14 -13 -16 -11 19 20 -15 22 23 24 25 -1 -25 28 -28 -30
right_child=1 2 3 7 6 -7 -8 8 -10 10 -12 12 13 18 16 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-0.0066654303196220519 -0.00091806985020833687 -0.029396107747590279 -0.029644232551659183 -0.016618712233623364 0.04797972017369221 0.048782342784542944 -0.0031567268233842491 0.012806916545411251 0.09786970509255255 -0.007424408815262626 0.0099942252829959936 -0.042233824524025174 -0.063849484137265544 0.077770332667623995 0.045966897459258221 -0.0013167631132338983 0.15173360502505714 0.015182875041821014 0.027637057115183099 -0.011238495796787542 -0.0060020482531451848 0.0058505994055912695 -0.0022308498372217637 0.0009341391489565698 -0.0011912651819537099 -0.028180219755556239 -0.0028929602097468592 -0.015168646372075368 0.098068867027861426 0.017444080099645504
leaf_count=2838 77033 534 151 265 90 49 426 2696 27 21408 1321 210 22 71 95 3013 25 573 391 607 83 5821 40120 184837 14929 790 746 2594 45 121
internal_value=0 -0.0333137 0.112666 0.199345 -0.14903 -0.477579 0.135789 0.23756 0.291286 -0.0412464 -0.0969735 -0.1109 0.0328725 0.284359 1.22895 -0.0756839 1.58662 -0.144499 0.18035 -0.0555241 0.708022 0.00436154 0.0010877 0.0102875 -0.0677895 -0.240291 0.016924 -0.178452 0.117452 0.866414
internal_count=361931 109090 4238 3139 1099 583 516 2988 2723 104852 27819 26498 4517 1294 142 3223 120 21981 1152 761 154 252841 247020 206900 18557 3628 188343 3506 912 166
shrinkage=0.0471161


Tree=2417
num_leaves=31
num_cat=0
split_feature=785 470 723 1450 464 203 508 1371 727 1148 961 526 1040 67 462 1466 909 1467 1464 207 1459 1450 1312 1450 1458 1454 1464 1465 1452 1458
split_gain=41.0397 28.5665 31.8111 36.4218 36.2899 32.1482 32.0023 28.3322 27.669 25.2762 25.126 24.5406 24.4628 24.4569 27.8187 26.0134 24.3161 24.2228 29.4917 27.7882 27.7829 34.3632 36.943 36.4436 34.4674 38.2175 40.3967 35.814 35.6387 39.8153
threshold=-0.86283290253235112 1.0000000180025095e-35 -1.0570063487222232 5.5426090097491345 1.0000000180025095e-35 1.0605395091208547 0.93928964529742032 5.9755651318327736 1.0000000180025095e-35 3.073785392405322 1.0000000180025095e-35 2.3757057381457001 3.4299001835843828 0.77035905420283102 1.0000000180025095e-35 0.57156622312866312 2.5099460756811336 -0.31819417591303473 -0.014205097036277146 -0.40204486323539756 -0.33635779137711869 -0.33386868244407664 -0.24035162362923437 -0.20594505553673845 -0.63176582655212954 0.50933602050530713 -0.065515111140320159 -0.51012015380722042 -0.55184394829482131 -0.29910864056081804
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 5 10 -2 -7 -1 13 -4 17 -13 14 15 -6 -8 18 20 -20 -3 22 -22 -23 25 26 27 -25 29 -26
right_child=1 11 3 -5 9 7 16 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-1.3618780213651919e-05 -1.8923048508069721e-05 -7.0141265192404838e-05 -7.0652352725507006e-05 0.00068702214582578485 -6.1070373461923533e-05 -0.00027373479662125483 0.00014586949523488505 0.0053606439918163079 0.00011696888175161119 0.00030673544363015267 -0.00026293073248282844 -0.00018550386180566237 0.0016465725243121176 4.3955510022910646e-05 -0.00015295574652319586 9.0978766113542948e-05 0.00088276471631308173 -2.468453935802102e-05 -6.2726917525407008e-06 0.00013421892613985358 6.2113566882228123e-05 0.00034720295172722813 -0.00018105014761912399 -6.3299518430560598e-05 -0.00053358537693491269 -0.00031615684339246177 -0.00082623374564262143 0.00050861683501273152 9.0589460303051639e-05 -2.9126882296999673e-05
leaf_count=12551 21300 19888 37455 256 34318 15891 4633 21 17008 893 7760 6091 34 11203 15415 6573 171 96343 10488 16537 6152 2331 5865 714 1057 487 127 2136 5936 2297
internal_value=0 -0.0242032 -0.0504811 -0.0678726 -0.0702488 -0.127368 0.0238517 -0.275166 0.0604481 -0.0382903 -0.0968711 -0.00630334 -0.173765 -0.0439367 -0.0658963 -0.035205 0.1828 -0.00224668 0.0277025 0.0838547 -0.00663666 0.0384637 -0.0514843 0.106686 0.0604401 0.244191 0.335393 0.389224 -0.00947106 -0.189465
internal_count=361931 332372 155889 129785 129529 61127 26104 15912 29559 68402 45215 176483 6125 67509 56306 40891 4804 170358 74015 27025 46990 27102 12017 15085 12754 3464 2977 2850 9290 3354
shrinkage=0.000980392


Tree=2418
num_leaves=31
num_cat=0
split_feature=1458 697 229 1187 957 636 848 977 968 1380 1384 1116 59 682 917 1438 1386 1172 284 102 836 656 1467 977 222 141 1444 1450 76 522
split_gain=17.5053 22.9027 21.13 25.3227 19.4663 22.5688 24.7234 23.1169 22.336 21.32 25.7677 21.2755 23.6096 21.25 26.2972 30.4231 27.2675 21.151 20.3794 27.5633 20.2645 22.189 19.9515 22.0332 19.8531 19.8593 19.169 21.7386 19.08 19.0185
threshold=2.6054386111478895 2.4799396474743536 1.0000000180025095e-35 1.3184484253728141 1.0000000180025095e-35 -1.2877596780390301 -0.24618476088904745 -0.25125174621652691 0.25279037269607907 2.8639176109551081 -0.892240800819318 -0.63715347681972434 1.0000000180025095e-35 1.3140755578960717 0.097783778022653201 1.8084897874314609 0.079301942801297584 1.490289055483476 0.052097062562710593 0.62056524443765182 2.2834551684506583 1.0000000180025095e-35 -0.41259912630364309 2.59642578779544 0.43849091711535099 1.2666211232860896 1.0000000180025095e-35 2.6860420610845828 -0.98529934365915972 -0.71745339412579689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 29 6 7 -6 24 11 -11 18 13 26 -15 16 -16 -18 20 -20 -7 -22 23 -14 25 -9 27 -13 -4 -1
right_child=1 -3 28 -5 5 9 -8 8 -10 10 -12 12 22 14 15 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013540443320087783 0.011575956716542365 -0.030033957052417928 0.015953700552180948 -0.009535492003226018 -0.013928829657533471 -0.012987606575317419 -0.02086626983090303 0.026135820751853056 -0.0066715056019007552 0.056994964946457734 0.0022171069679077361 0.0050237032880802758 0.0030730093262630121 0.00047814388098462427 0.053027929284653892 0.14594037774316981 -0.023377678748451501 0.062059481831166094 0.0031371689918207003 -0.019722011284280416 -0.0173104976259481 0.052177222572240452 -0.0076138603248690484 -0.061694996754214582 -0.013637600388557387 0.09653474152727741 -0.0097668007243477024 -0.037846253450259965 -0.005718957871549535 -0.00062682312583294561
leaf_count=75889 4635 231 493 664 1909 7718 2930 461 920 165 375 7791 5297 499 282 31 189 51 4588 1073 126 119 8495 90 177 54 1865 148 2426 232240
internal_value=0 0.0898149 0.106849 0.18562 -0.00805454 -0.0596991 -0.220076 -0.0708609 0.160635 -0.0382281 0.455435 -0.0456996 -0.00495937 0.0757454 0.404011 0.777753 0.630791 -0.0397487 -0.137413 -0.0217666 -0.238031 0.433612 -0.0791581 0.0433683 0.497107 0.740661 0.0414683 0.0872801 -0.0391517 -0.00218897
internal_count=361931 8449 8218 5299 353482 45353 6451 3521 1612 38902 540 38362 24738 10856 1052 553 522 240 13624 5661 7963 245 13882 5387 692 515 9804 7939 2919 308129
shrinkage=0.0480584


Tree=2419
num_leaves=31
num_cat=0
split_feature=785 728 784 647 590 1022 1016 852 1307 657 728 885 1038 833 570 636 15 11 1145 1444 840 211 5 569 703 50 1047 21 1122 980
split_gain=39.9832 30.5294 31.1094 29.9559 73.4708 29.5397 30.5764 29.3646 29.5976 27.9509 25.9491 23.5949 24.3184 23.2666 23.1466 24.0777 23.9554 30.6287 26.0877 26.2756 23.3567 22.9642 24.544 22.8702 23.3184 22.8247 23.1456 22.782 25.3582 22.6589
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 2.2603408215975165 -0.49008176997875957 4.8263866747680533 -0.17630926381181156 1.5919315457291203 -0.48460852809644533 2.4129057422810987 1.5345964658009021 -0.87191264689159853 1.0000000180025095e-35 1.0000000180025095e-35 2.2007510576511109 -0.62944366619299574 -1.0821368227570305 0.082615654494043025 1.2180540057381479 1.4829784501753427 -1.0794544675301283 1.0000000180025095e-35 0.79579885031402708 0.93965787111466315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 5 4 -3 6 11 9 21 13 -1 -2 -13 -4 16 25 18 -18 19 20 -5 -9 -23 24 -11 -16 -27 28 -12 -10
right_child=1 3 7 14 -6 -7 -8 8 29 23 27 12 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00013128347216656748 -0.00012668964813799795 -6.9242762273559092e-05 7.4635080368232395e-06 2.6823225977914997e-05 0.00048703893246322216 -4.2877694136985758e-06 -2.6472288568503545e-05 2.5353382875575258e-05 -7.9020570164428297e-05 -0.00034813655452966018 5.1962228502246274e-05 0.0011848111271633404 5.0107772132940755e-05 0.00020908211061976042 -0.00013053739447397111 0.00036136318316088735 0.0018066037074084274 0.00015921516897027924 -0.00014636831613998438 -0.00018369347394204386 0.00044779204497556594 -0.00035722203171241143 0.00032902053120845403 5.9961040107121743e-05 -0.001472145760113949 0.00059554851602337745 -9.996032161657371e-06 0.00013037477921740311 -0.00020610004145596431 -0.0011006895834912447
leaf_count=3396 40998 4821 30451 14782 1384 103001 45923 2043 879 931 9068 102 267 2818 55011 602 48 2192 11558 4136 654 281 3872 632 96 379 4368 15031 2064 143
internal_value=0 -0.0277329 -0.0147958 -0.0665581 0.090741 -0.0276838 -0.0622466 0.0381511 0.160328 0.0112207 0.0558775 -0.120992 0.396598 0.0254505 -0.0790943 -0.110132 -0.02609 0.209431 -0.0456646 0.00680866 0.0492974 0.20931 0.297117 -0.257383 -0.452525 -0.1158 0.0342228 0.0775335 0.00503142 -0.214542
internal_count=361931 332372 232437 99935 6205 190291 87290 42146 7218 34928 29559 41367 369 33269 93730 60360 33370 2240 31130 19572 15436 6196 4153 1659 1027 59758 4747 26163 11132 1022
shrinkage=0.000980392


Tree=2420
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 728 771 1467 809 519 712 788 261 714 921 784 791 861 768 934 645 503 705 1022 636 924 565 803 660 762
split_gain=39.9662 31.4106 27.2427 27.1649 62.6704 26.977 26.0256 22.6384 30.2862 23.1853 37.3354 29.4514 28.3834 28.0606 44.8488 43.6703 39.0732 40.508 36.4571 36.6955 29.7185 28.3514 28.3991 27.1603 27.0263 26.9956 26.3326 25.9863 25.4193 27.8289
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 1.4820751525130569 3.2089320700182484 1.6518864604429058 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.4582606246804526 1.0000000180025095e-35 1.0999280683389623 0.1751328965716851 -2.1250598757236046 0.67527595557081987 -0.40394814087445302 0.38785916688843908 0.4810433618479425 1.9682860324222273 0.26872683687560334 -0.48476775949489442
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 -3 -1 7 9 -9 13 -11 12 -12 18 16 26 27 25 19 21 -20 22 -2 -19 -25 -18 -16 -15 29 -24
right_child=1 3 -4 -5 -6 -7 -8 8 -10 10 11 -13 -14 14 15 -17 17 23 20 -21 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013317573388024333 -3.5532868086113231e-05 -6.3916399842796353e-05 -7.5707828184470898e-05 -7.5851032639192824e-05 0.00044912935513030319 7.8150092755471925e-05 -0.00016729879390006567 0.00024949328838600458 -0.00032323930335680952 -0.0001250566728787246 -9.6484824818949977e-05 0.00026518826027859026 0.00017723547271178755 -8.1276538077429752e-05 -5.8529779927375641e-05 0.00023017565090775169 -0.00015218410688821587 4.0432038134478799e-05 -0.00021718544998068108 -3.4356480294157367e-06 0.00021902102597708232 -9.8953174511217032e-07 0.00035753358373548312 -3.503617733824923e-05 0.00036075285365644495 5.6224989287759868e-05 0.00014301649303852501 0.00010880628858890153 0.00037008840505663648 6.1948275843737118e-05
leaf_count=3396 2524 4821 35150 93730 1384 26163 4703 2750 423 3054 2882 4151 3090 74187 9810 5003 9681 15584 4740 22057 869 6144 2060 1067 2236 5058 4049 3148 3524 4493
internal_value=0 -0.0260024 -0.0128783 -0.0654144 0.0843875 0.0576141 -0.00358452 0.000329014 0.173334 -0.0030352 0.0794585 0.137121 0.0468532 -0.0104016 -0.0275188 0.0689822 -0.0456402 0.0191528 0.036401 0.058199 -0.141909 0.129353 0.18538 0.0832203 0.248258 -0.0780629 0.00401994 -0.0735697 0.232579 0.154208
internal_count=361931 332372 232437 99935 6205 29559 197287 192584 3173 189411 13177 10123 5972 176234 129823 18862 110961 33626 46411 40802 5609 18745 12601 18887 3303 14739 13859 77335 10077 6553
shrinkage=0.000980392


Tree=2421
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 1022 1016 728 859 885 1038 982 1453 771 1040 346 759 423 1249 677 913 85 21 1122 1458 1177 632 1449 333
split_gain=38.615 28.4084 26.205 61.0171 25.8799 28.2098 25.7529 25.951 25.362 24.9879 23.7443 24.5661 21.9608 21.8152 21.729 21.2758 25.4673 25.6344 24.3257 23.4243 24.7632 21.1981 21.4084 21.1563 23.7173 22.2482 21.9096 22.5201 21.8915 22.8191
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.98545034728205338 4.8263866747680533 -0.17630926381181156 1.7621802667917166 2.1847129145757513 1.5773296200199145 -0.8740075305771694 0.023879202924299989 2.7993186572179827 0.10714457403156959 0.63898029052325456 1.0000000180025095e-35 -1.0282579537198486 -1.3274107148674466 1.0000000180025095e-35 0.79579885031402708 -0.82108684835595114 2.6605302561394431 -1.1226924480788913 0.8598774435242994 1.6828651434218436
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 6 -6 7 10 -1 -7 14 -12 -11 -13 15 -2 17 19 -19 20 -17 22 -9 24 26 -25 27 -10 -27 -30
right_child=1 2 -4 -5 5 9 -8 21 23 12 11 13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 25 -26 28 -28 -29 29 -31
leaf_value=-0.00012957569729330797 -0.00028183878766249043 -6.3343790405381411e-05 -7.4333383954219826e-05 0.00044323920396261058 6.7953418950072311e-06 0.00043600032576173982 -3.9602398282259857e-06 0.00021114610108207088 -0.00023069165618740958 0.00012282827637711803 0.0012018155047130714 -0.00017426236446515712 -0.00049173737403053843 0.0015464279620860293 -0.00056415919814936058 -7.2050234767976126e-05 -0.00019439592128244244 0.00010241764364117515 0.0014913888114379073 -0.00021931699929860507 0.00013757393840644683 -7.9555079070497101e-06 -0.00020531578641630363 0.00031072331404787419 -0.00019737429469573342 5.9592648090160661e-05 -0.00060501023251000735 0.0001055914860289365 0.00041235981123123372 -0.00062715049523696226
leaf_count=3396 6119 4821 93730 1384 34551 1153 103001 733 983 6164 102 239 278 28 854 12731 12283 199 127 5045 3640 39942 5248 2467 2064 11090 225 7860 1361 113
internal_value=0 -0.0265259 -0.0640596 0.0832041 -0.0140379 0.0342928 -0.0258125 -0.0581572 0.0557522 0.150019 -0.112491 0.408005 0.100247 0.0598257 -0.120782 -0.111958 -0.0891439 -0.0395179 0.666348 -0.0507532 -0.00818486 -0.0256935 -0.156629 0.0771859 0.00720554 0.130674 0.0536565 0.069968 0.0933886 0.344937
internal_count=361931 332372 99935 6205 232437 42146 190291 87290 29559 7595 41367 369 6442 267 40998 40144 34025 21742 326 21416 16371 45923 5981 26163 11132 15031 9068 8843 12564 1474
shrinkage=0.000980392


Tree=2422
num_leaves=31
num_cat=0
split_feature=785 728 578 521 828 210 21 759 1454 979 585 1469 846 1438 1124 621 6 345 723 519 588 925 150 575 1457 734 794 1228 882 1086
split_gain=18.3287 18.7107 19.8806 21.2383 23.2215 18.7981 19.3488 20.5101 21.8623 19.1963 21.0918 21.8646 19.0789 18.729 18.322 20.3708 18.6185 19.3163 18.3166 41.8492 39.7317 38.4688 32.7036 31.0544 30.6871 28.7306 28.0442 30.572 27.9103 27.3871
threshold=-0.86283290253235112 -0.49008176997875957 -0.87905496296652397 0.61544172599432045 -1.0872515817365669 1.7227903396074284 -1.0798509198017876 0.73661381115572511 0.67485211051868899 -0.37812212319846922 1.0000000180025095e-35 -1.3263328046252252 1.1504829799273912 1.8084897874314609 1.2151911984197104 -1.2750737212849097 -0.5343888683386756 0.52390495846942153 -1.0570063487222232 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -1.2301087152435528 1.0000000180025095e-35 0.078020128969186059 4.1956285434281462 2.2041218380651819 0.9948761292206888 1.3034185432944076 -0.65796938237434777
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 13 4 -4 6 -6 9 12 -8 -11 -12 -9 -3 -1 -16 -17 -18 21 25 23 24 -23 -21 -2 26 27 -20 -28 -22
right_child=18 2 3 -5 5 -7 7 8 -10 10 11 -13 -14 -15 15 16 17 -19 19 20 29 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0082434097802260974 0.0063787278427335174 0.012163106958814108 -0.0094685148026813111 -0.0050144393058055813 -0.010917056820762329 0.017068153617419073 0.00032790035739214816 0.0029178466574598678 -0.0236391748341119 0.013905373902241603 -0.087427992983864874 0.0047363468840510648 -0.036600137595141392 -0.016937061527381544 0.084760915480854668 -0.026196183909767953 0.037050955352800001 -0.029336183009191968 -0.0011800110258643171 -0.0040800654386225063 0.0013520317996026988 0.012062547076913663 -0.0023019126282701062 0.0048952640149081223 -0.00074167103783674346 0.017269248813776776 0.0050289835030645517 -0.0049500524325220563 -0.011410744727788578 0.018129260138830212
leaf_count=2938 18180 3156 1307 3538 904 968 4491 1707 468 3533 26 5685 129 251 35 151 207 65 212455 6022 1322 1937 27764 8338 9974 774 11609 30393 1206 2398
internal_value=0 0.0458758 0.0643971 0.0419981 0.0703872 0.0905033 0.0734688 0.0903829 -0.0972179 0.12206 0.178681 0.0955978 0.00601077 0.223192 -0.116343 0.320752 0.163207 0.494901 -0.0111235 -0.0194972 0.0768332 0.0253657 -0.0317282 0.0262602 0.0855837 -0.0284075 -0.0299786 -0.0359657 0.0753812 0.26715
internal_count=361931 29559 26163 22756 19218 17911 16943 16039 2304 13735 9244 5711 1836 3407 3396 458 423 272 332372 274517 18080 57855 29701 14360 28154 256437 255663 242848 12815 3720
shrinkage=0.0452865


Tree=2423
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 1022 1016 859 885 1038 727 677 521 1469 275 982 913 1453 73 912 783 632 1087 18 65 350 306 641 1109
split_gain=40.6738 31.6186 27.8935 63.02 25.9655 30.5714 28.9999 29.7508 25.5114 25.4931 24.923 24.8557 22.4903 25.0426 22.1939 32.0716 22.1637 21.9451 21.6887 21.4606 26.1751 23.3169 22.6426 22.9856 22.489 21.8056 21.4602 25.8881 23.2962 23.0826
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 4.8263866747680533 -0.17630926381181156 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3263328046252252 0.4022431516292117 1.7621802667917166 -1.0282579537198486 2.1847129145757513 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 -0.97694724628095508 0.77605621623814935 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 -1.3649002260363143
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 3 -3 6 26 7 9 -7 12 -11 -1 -2 -14 15 -4 -10 -9 -12 21 24 -19 -23 -24 -21 -22 27 -6 -29 -30
right_child=1 2 14 -5 5 8 -8 17 16 10 18 -13 13 -15 -16 -17 -18 19 -20 20 25 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-1.0398136570182097e-05 -0.0001627687967169192 -6.1124664741223986e-05 0.00083111405673326163 0.00045316984481334521 -0.00016830406247643023 0.00044479024445366714 -2.129058769555375e-08 -0.00015262763823120092 0.00012941641267654317 0.0012232664740126698 -0.00016010318825146339 0.00011342768814509558 -0.00012926287861081753 0.00011620479848425872 -7.7656828717771167e-05 -0.00049804928492167575 -0.00048719732756710173 7.5247082224596834e-05 0.0015526055206842569 0.00044070646780849433 0.00075048116913086979 0.00014997661684870042 -7.4365237167225119e-05 0.0016677663235779895 -0.000197131734276892 -0.00048872821034985701 4.2408349836920755e-05 0.00018258998763405674 0.00069080360889465608 -0.00022174483019944316
leaf_count=12551 32143 4821 244 1384 6553 1153 103001 5981 6164 102 239 17008 5376 3479 93376 110 278 15948 28 301 240 2759 14607 35 5942 110 23865 2409 139 1585
internal_value=0 -0.0244951 -0.0640363 0.0877561 -0.0113334 0.0370063 -0.0231174 -0.0573791 0.157209 -0.115358 0.423601 0.0598195 -0.123907 -0.0258545 -0.0761477 0.439644 0.106909 -0.0226069 0.0735528 -0.0047298 -0.129683 0.01639 -0.0391394 -0.0716681 -0.168055 0.450476 0.00853847 -0.077036 0.0541843 -0.147769
internal_count=361931 332372 99935 6205 232437 42146 190291 87290 7595 41367 369 29559 40998 8855 93730 354 6442 45923 267 39942 6593 33349 17401 14642 6243 350 34551 10686 4133 1724
shrinkage=0.000980392


Tree=2424
num_leaves=31
num_cat=0
split_feature=46 1467 1466 608 185 1455 5 632 834 898 89 2 957 1202 21 838 596 1249 1383 763 208 981 1035 348 917 553 1049 823 428 1313
split_gain=17.9916 23.1161 24.4768 22.7777 28.3492 29.3001 23.9588 25.0097 24.7158 22.8969 24.5604 22.4387 21.9997 21.6877 21.5732 22.107 21.4621 21.9855 20.4542 21.0198 25.6203 20.3363 24.9837 23.297 22.6001 20.7305 19.9575 28.9631 19.791 19.783
threshold=1.0000000180025095e-35 4.0242090356330973 1.5748972947834672 1.0000000180025095e-35 0.45051850460492232 1.2831308907880747 0.29927953753491454 -1.0577609707612232 -1.4094422614488524 -0.55230802043373239 -0.26988250071994252 3.2235193044207455 6.1461395162251238 0.39441124349215584 0.62211875780133752 -0.5418703772457939 0.85969605735913768 0.26407931451914912 2.8603727085877315 1.6049684695224786 1.1841712309521881 -0.98483216693797437 2.3427150684947753 -0.2948162259045331 -0.71584927285230038 -1.2417080332478587 -0.27128090796440418 1.8892083074622052 -1.4641683285451925 -0.47580548743497114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 9 5 14 7 8 -6 -2 16 12 -12 26 21 -16 17 -11 19 -9 29 22 24 25 -5 -23 27 28 -8 -21
right_child=1 2 -4 4 6 -7 13 18 -10 10 11 -13 -14 -15 15 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00028044996682538169 7.8192098009591002e-05 0.021532121014197148 -0.013227251304140304 -0.0013777962415618492 0.031433261722090419 0.0066012898925076197 -0.038942486262760923 0.006733725953723832 -0.011691536122954142 -0.00076462366870979194 -0.0080072653112715463 0.051767865173573152 0.14943212280029994 -0.013487792623682358 0.0084128077027250895 -0.0018623485158989657 0.0058437276002362842 -0.010512579491326501 0.078825702288156427 0.051521321206205568 -0.034673208106383004 0.016555326834357977 0.020789454250085396 0.0001835299270562287 -0.014806766833767589 -0.0065791152807100923 -0.0038701159360210683 -0.037508353840254499 0.015463300593801202 0.016289256786499562
leaf_count=226821 19580 803 305 2346 170 4145 113 7745 1458 10589 24943 78 30 1435 3348 5598 3653 5846 38 301 86 474 329 17932 5210 13612 2731 180 1632 400
internal_value=0 -0.0288265 0.283204 -0.0321535 -0.00530947 -0.0319375 0.0766921 0.144488 -0.140246 -0.0706652 -0.105632 -0.165888 -0.171325 -0.0343512 -0.0490361 0.046127 -0.0388258 -0.0836908 0.188938 0.181052 0.53148 -0.074429 -0.190208 -0.0495043 -0.221465 -0.124631 0.0354218 0.211775 0.285661 0.659974
internal_count=361931 135110 1108 134002 69283 52994 16289 10198 1628 64719 45139 25051 24973 6091 48849 8946 20088 16435 8570 8532 787 39903 7885 32018 7556 14086 4656 1925 1745 701
shrinkage=0.0461923


Tree=2425
num_leaves=31
num_cat=0
split_feature=785 728 647 590 727 784 921 859 1022 1016 885 1038 982 1453 913 771 1040 346 759 423 1249 677 73 912 783 632 1087 18 65 85
split_gain=37.8597 28.6757 26.8907 60.4634 25.9229 24.9496 30.0213 25.6135 25.1286 25.1633 23.9883 24.5035 22.0847 22.0295 21.8061 21.6179 21.9358 25.9631 25.466 24.3538 23.7637 24.5633 21.3011 26.3523 23.0988 22.7163 22.5881 22.2877 21.8395 21.1984
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.98545034728205338 1.0000000180025095e-35 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 1.7621802667917166 2.1847129145757513 -1.0282579537198486 1.5773296200199145 -0.8740075305771694 0.023879202924299989 2.7993186572179827 0.10714457403156959 0.63898029052325456 1.0000000180025095e-35 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 -0.97694724628095508 0.77605621623814935 -1.3274107148674466
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 -1 8 -7 -8 9 10 15 -12 -9 -13 29 16 -2 18 20 -20 21 -18 24 27 -16 -26 -27 -24 -25 -11
right_child=1 2 -4 -5 -6 6 7 12 -10 14 11 13 -14 -15 22 -17 17 -19 19 -21 -22 -23 23 28 25 26 -28 -29 -30 -31
leaf_value=-1.8369715511160764e-05 -0.00028416465016929768 -6.2567733976520227e-05 -7.6197345499364431e-05 0.00044120171024014562 0.0001081712310358323 3.4660636670670056e-06 0.00043954753072705436 0.00012311881322402579 -5.6042279132785531e-06 0.00020557340789852986 0.001202728341091165 -0.00017182780332975365 -0.00049231304383708042 0.0015587871473608276 7.0292568554287726e-05 -0.00056247291088509939 -7.0755961660911055e-05 -0.00019502756550639577 0.00010041716584724896 0.0014888204387360679 -0.00021957514588773135 0.00013778881632973061 0.00043296426379304669 0.00074849782914362375 0.00014579221978414333 -7.8736427623313454e-05 0.0016432419284302549 -0.00020111786414816143 -0.00049080679503460899 -0.00020806685749545558
leaf_count=12551 6119 4821 93730 1384 17008 34551 1153 6164 103001 733 102 239 278 28 15948 854 12731 12283 199 127 5045 3640 301 240 2759 14607 35 5942 110 5248
internal_value=0 -0.0281806 -0.0658329 0.0832123 0.0532154 -0.0156494 0.0317259 0.150881 -0.0271985 -0.0591043 -0.112538 0.410333 0.100523 0.0628438 -0.0271818 -0.120854 -0.112064 -0.0889034 -0.0388385 0.663994 -0.0500238 -0.00717841 -0.00937196 -0.133787 0.0116577 -0.0435847 -0.0761551 -0.172259 0.448121 -0.159763
internal_count=361931 332372 99935 6205 29559 232437 42146 7595 190291 87290 41367 369 6442 267 45923 40998 40144 34025 21742 326 21416 16371 39942 6593 33349 17401 14642 6243 350 5981
shrinkage=0.000980392


Tree=2426
num_leaves=31
num_cat=0
split_feature=1147 1465 1462 1465 1464 1451 1451 1459 1468 1455 1463 1467 1466 1466 21 21 1466 1470 1450 1450 1467 1451 1470 1458 1452 1463 1465 1158 1450 1469
split_gain=17.6558 19.5922 31.6574 33.1609 27.7546 36.5722 65.8022 42.2721 41.3609 61.9765 54.3002 39.9077 39.5001 36.2196 36.002 33.1213 32.8292 32.4143 35.0727 41.5746 31.828 33.2451 30.3616 30.1483 30.1115 33.5419 30.0358 28.5576 28.4441 29.0565
threshold=1.0000000180025095e-35 0.56487967955244278 3.4653406265423476 0.2596866816849363 0.13308716897351316 0.88359250333053418 0.01986507935517362 2.8964137943453236 0.47537500682455874 0.46304910557563933 -0.02432504473031508 4.1209713034531967 0.43316319964305666 3.8314381603008978 -0.13431221002227373 -1.0798509198017876 0.4908310215996638 -1.1417127449306028 0.059614261619994738 -0.55579718119573385 -0.53541359196105665 -0.15707538432179122 -0.030005315847450493 3.274982707062196 0.99496526778696004 2.8481914748221446 1.7464167735676901 1.0000000180025095e-35 0.65409016230270667 1.6281699339176801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 14 10 11 22 -10 20 17 -7 -11 -14 -8 19 26 21 -12 27 -21 25 -20 -19 -3 29 -29
right_child=-2 4 3 -5 -6 7 13 -9 9 15 12 -13 16 -15 -16 -17 -18 18 24 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00049149382081500675 -0.0019638705330769649 -0.0094421352760552472 0.0055253292769182234 0.035408888337689307 -0.00051821127217432732 0.00085803648496244158 0.029164407755458237 0.018516552941214119 -0.026877458273407116 0.055917372181025299 0.019975913544364347 0.038704654704576832 -0.073250293889393664 0.058584619481292732 -0.017685128771331105 0.0023035205172366202 -0.00011371888505446115 0.019016643150974774 0.028388046165537893 -0.011089521409246805 0.0074755465260656047 0.056205618286679811 -0.013712801127056692 0.082617542386851262 -0.0035592054481610163 -0.029389964546560166 -0.015450753061871688 0.022344805608237279 -0.012361892416634053 -0.027137625794872347
leaf_count=235325 71440 1384 2324 370 26372 2513 981 668 1728 106 1680 95 69 154 1877 1010 1227 1646 1766 1709 2080 252 2236 27 483 104 371 1336 443 155
internal_value=0 0.00157115 -0.00749013 0.216396 0.0406785 0.0920983 0.134529 -0.0728864 0.0413502 -0.200734 0.105007 -0.487936 0.253676 0.304466 -0.156378 0.185428 -0.0853157 0.27893 0.214779 0.0738849 0.355935 0.543251 -0.0668593 -0.192873 0.420015 0.542713 0.290593 0.0670632 0.235928 0.383009
internal_count=361931 290491 238019 2694 52472 26100 21042 5058 13801 2939 10862 1823 5308 7241 4390 1116 1296 7087 6106 3753 4012 1932 5554 1736 2353 1870 2017 3318 1934 1491
shrinkage=0.0461923


Tree=2427
num_leaves=31
num_cat=0
split_feature=785 727 405 77 190 1278 1470 1251 592 500 562 677 340 222 841 21 126 748 1468 1450 54 1469 813 1467 1458 1460 1451 1465 1462 1459
split_gain=17.3604 18.1598 20.0366 20.3618 20.9975 20.847 21.7732 21.064 18.4845 20.1112 19.9564 17.6995 17.277 20.7649 17.8468 17.1793 27.8465 29.9878 26.4572 29.1303 28.5612 27.4277 25.2479 24.7107 26.9788 27.181 36.2824 35.2006 42.3264 41.1179
threshold=-0.86283290253235112 1.0000000180025095e-35 3.5736363738346935 1.5029597294391763 3.8946573681908618 -0.32715411899638508 -1.3545928909252491 1.1824438407956948 -0.59494694347224619 -0.50032558916598968 -1.5197913735984774 5.618639340211689 1.3931997016493665 -2.0530113141638382 2.6160775462607586 -0.70163543588998201 1.0000000180025095e-35 2.3188760003929425 2.4634311514058238 -0.35262914890079794 1.0000000180025095e-35 0.99084710616275229 2.1641256470006294 0.37373038027810929 1.7240176626431569 0.25278969693660014 0.36244433757593303 -0.3943054613730741 1.8461117166573322 -0.15184483386147815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 -7 11 10 -10 -1 12 13 -8 -15 -2 -17 18 19 23 -21 -22 -23 24 25 26 27 29 -29 -18
right_child=15 2 -4 -5 -6 6 7 -9 9 -11 -12 -13 -14 14 -16 16 17 -19 -20 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.060539347554600886 0.00085871292385625742 -0.00023831231239684815 -0.038579230234957206 0.018376912187196452 -0.068723900554288953 -0.076434367328932842 -0.064025916222946594 -0.026415111518737641 -0.0089015284026818398 0.00047683853888890289 0.0054016995373629062 -0.097020774630537363 -0.0091129583217166681 0.010623962616928925 -0.036435978242221431 -0.0020109855141054317 0.0067500782733726158 -0.011922196564544199 -0.0093585492166346155 0.00088863996735585849 0.004460299728391473 0.01369854114827747 0.054830412069817737 0.0036151160791109182 0.021939423163802901 -0.00806011720494197 0.0073989230214958129 -0.0071176908082375891 0.033271902714520178 -0.0061721764104918728
leaf_count=58 91008 6941 126 1163 42 29 38 186 3308 6796 2389 30 513 7855 85 136199 6750 2825 2832 36250 13305 1877 142 9573 430 8083 4378 13809 244 4667
internal_value=0 0.0448881 0.0931881 0.09943 0.0795627 0.083723 0.156753 0.163571 -0.0155498 -0.0564544 0.147987 0.179878 0.184395 0.21079 0.218897 -0.010613 -0.0204304 0.00644469 0.0119126 0.0179848 0.0542764 0.132399 0.369276 -0.0226519 -0.0489299 -0.0558954 -0.0244829 -0.0585453 -0.135594 0.0352668
internal_count=361931 29559 17008 16882 15719 15677 8736 8707 12551 10104 2447 8521 8491 7978 7940 332372 241364 105165 102340 99508 51574 15324 2019 47934 38361 37931 29848 25470 14053 11417
shrinkage=0.0461923


Tree=2428
num_leaves=31
num_cat=0
split_feature=50 56 651 361 10 1323 419 1047 768 912 1188 483 1443 1451 146 696 1226 1162 1470 428 250 373 764 181 223 707 349 1237 461 0
split_gain=17.5148 32.758 20.0021 20.0689 19.5171 19.406 25.1298 20.5085 19.0991 21.6834 21.768 20.5406 20.1225 19.4278 20.5254 19.3706 18.9941 21.9366 19.7883 23.5192 23.9696 22.9731 19.8031 19.3691 19.5837 19.3393 19.125 19.1154 18.6848 29.6413
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 0.18459888851483028 1.4655535790235801 -1.3944857881606729 -1.6111718141077385 -0.42907771561051594 0.94694317589393129 -0.71752862259793326 -1.3575586741216201 -0.9794409726531017 1.0308926151094451 -0.17514941140794424 -0.30915437723516903 -0.96449846494823055 1.3976603854473784 1.0000000180025095e-35 0.42335055062262955 -0.50499285886358547 2.3830609921859591 0.34276357720764256 -0.25813660568624858 2.2660174815480416 3.2962384453251694 1.4862451172510294 -0.4340025384102415 2.2873089397629531 1.0000000180025095e-35 -0.048706952389833282
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -3 12 10 -10 -11 15 -13 -15 -4 23 18 19 -18 25 -22 -20 24 -7 -21 27 -26 29 -2
right_child=28 5 8 -5 -6 16 -8 -9 9 11 -12 13 -14 14 -16 -17 17 -19 22 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0033948868938061512 -0.0026042786795273478 0.0015533838662806939 0.020758113166910321 -0.0069299308213840423 0.0057766098014414898 0.00086235008067037263 -0.016949055503244163 0.10814896466673986 0.10544137519234231 -0.034551561240675405 0.027053114903323038 -0.004836619807014316 -0.016319971103942212 0.0032916535753289757 0.054242211841767654 -0.00056214087635720244 -0.010483924257137799 -0.016700473642688011 0.001340780078277048 0.0084456521307094794 0.029101086107358183 0.16684320044729825 -0.023858792603740485 -0.0096834100962150879 0.034950284822413198 -0.03701008132508108 -0.0021763705922162656 0.14224271765932919 0.0013382745042573177 0.0013746743830319232
leaf_count=34381 49145 73 601 29255 4069 78003 1673 38 52 163 280 401 1114 189 192 3395 1306 1821 752 2285 53 24 868 3007 195 135 203 21 108601 39636
internal_value=0 -0.024781 -0.0718771 -0.0888992 -0.0455753 0.00108037 -0.269314 0.883798 0.051376 0.314126 0.852496 0.133726 -0.0114548 0.277781 0.636655 0.0542286 0.00521411 -0.10967 -0.0401855 0.0470886 0.167536 1.51106 -0.260898 0.0148825 0.0205578 0.132297 0.507988 0.929602 0.00835138 -0.0160836
internal_count=361931 164549 74092 67705 38450 90457 1784 111 6387 1277 332 945 5110 782 381 3996 88673 7244 5423 3803 2497 77 1620 81429 78422 2420 419 216 197382 88781
shrinkage=0.0480584


Tree=2429
num_leaves=31
num_cat=0
split_feature=1431 917 397 1248 1315 534 788 1312 1174 1258 1454 728 1087 837 1452 526 810 889 878 1425 194 268 1181 497 1453 1461 768 1 1460 1430
split_gain=17.1026 21.4115 20.7887 20.9691 21.4023 19.4561 25.8304 19.0898 18.4537 19.396 18.1314 18.2081 20.5622 24.998 24.2394 22.7027 21.8183 38.3494 33.9727 22.781 22.3796 34.0494 23.3081 21.7285 21.6384 25.8119 21.7518 21.5687 21.4883 21.2945
threshold=1.8641952677858011 1.9724949828737064 2.2339734547264651 1.4966547223343005 0.26648455616813943 -0.65191143814350749 2.1487264126314001 1.8847031338962463 -0.23966807085762801 1.2253214504684637 -1.0640499357927207 1.0000000180025095e-35 1.0000000180025095e-35 1.721223416621555 0.70902136653063086 2.3757057381457001 -0.65819684525605759 1.3149075955530187 0.66426471340353599 3.6754743699568273 1.5271592296785539 1.0000000180025095e-35 2.2148148119629525 1.4974877722517597 3.5235182473523379 3.8316248741925851 1.6300313301321745 0.02380975246434661 1.3228809068545828 0.54622893720785959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 7 -4 8 -2 -7 -10 -1 12 15 14 -14 16 17 18 24 27 22 23 -18 -22 26 28 29 -20 -26 -12
right_child=1 -3 5 -5 -6 6 -8 -9 9 -11 11 -13 13 -15 -16 -17 20 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.022259491225179544 0.0020933332899574146 -0.025503934672667823 -0.038872700256486113 -0.021535416499697764 -0.0090853647910046249 -0.0050215111189426545 0.16720248466087423 -0.024174971680068252 0.052899839237415536 -0.061191564731731179 -0.00045926263123521036 -0.0013842513907699038 -0.0017877694023660036 -0.0092432984237931764 0.0046116226712865898 -0.0062963639045596547 0.0011920903639675942 0.00611484449972157 -0.0039373691587240656 0.034499120391478642 0.0072925904928425609 -0.0019051762756326885 0.0095194733481508403 0.020634259249388751 -0.035870335437466309 0.022848232711587337 -0.024637178244602403 -0.013415671949607513 0.0012529407519795343 0.0062387792057956113
leaf_count=570 7751 875 85 1030 5988 209 20 507 260 30 31901 103592 42081 4954 7484 6627 110362 7810 7883 123 4091 3010 3367 1564 477 128 439 3304 203 5206
internal_value=0 -0.0892493 -0.0692949 -0.0883728 -0.062429 0.421029 0.606176 0.0172103 0.488089 0.930773 -0.00180901 -0.00121688 0.00872472 -0.0310321 -0.0165432 0.0196509 0.0235713 -0.0106993 -0.0325275 -0.13287 0.0411483 0.142302 0.0319072 0.234865 -0.000748663 -0.34225 0.0070823 -0.142976 -0.512293 0.0121706
internal_count=361931 16755 15880 15276 14246 604 519 8258 499 290 345176 344606 241014 54519 49565 186495 179868 57474 49664 11310 122394 8665 113729 5655 38354 808 37546 11187 680 37107
shrinkage=0.0461923


Tree=2430
num_leaves=31
num_cat=0
split_feature=1426 194 1223 1235 409 76 705 1456 388 1120 1073 759 1447 17 696 776 561 1037 562 1103 158 77 1040 1313 355 21 912 1423 703 1452
split_gain=17.038 24.0206 24.1689 28.2462 23.0669 23.9888 21.9624 23.0023 24.7776 24.6317 24.3155 22.1951 21.5961 21.4785 21.373 20.9817 20.5728 19.8244 26.919 19.5583 20.9132 19.2996 20.9601 19.8548 20.5448 19.2868 30.6942 28.6984 25.0354 26.4611
threshold=1.0000000180025095e-35 3.4153224476252908 1.0000000180025095e-35 -0.64316232591501354 0.96281525827728831 3.1669479266700802 -2.0222708053560678 3.742879312526544 2.3609703674020031 3.0915307511176739 1.0000000180025095e-35 0.92208863382617323 -0.24955227496289575 1.2477434047016001 -1.7957511053296018 -0.94249290721481238 -0.8664948354579004 -0.52571968115434975 0.68692093510636609 -0.31554858051480039 0.53757118287458938 1.0282231171889069 0.85800388380530379 1.1345988054365392 -0.62035924805357401 -0.32341995197817647 1.9448114091673692 2.2885552421444864 -0.17728069946094757 0.8075782449106812
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 12 5 6 -5 8 9 13 -9 -11 15 -8 -4 -2 19 -14 -19 21 -21 23 -23 -16 -25 26 27 28 29 -1
right_child=1 -3 14 4 -6 -7 7 10 -10 11 -12 -13 17 -15 16 -17 -18 18 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.002177424914664041 2.4542067278722981e-05 0.019065486029330926 0.030545926163840321 -0.016869892081955818 -0.010542100744660667 0.053737395535994908 0.00026824739633817148 0.030499414842533816 -0.024462799311482212 0.04400498483854802 -0.01317420020049918 -0.066322794494664744 -0.0090474165665065508 -0.010048034826176281 0.0029239897696222306 -0.011680740877778333 -0.0011941890180347991 0.024119961604638845 -0.020128101697214473 -0.0020324719682839718 0.011309842827074852 0.033671469396651742 -0.0063212432371681582 0.054502728045571137 0.0066884193934148625 -0.00044322767675932049 0.013202240790057053 -0.0098271170509744901 0.0033937173188598496 0.0063038655221266254
leaf_count=29289 3883 564 329 1281 4823 94 28108 501 1022 239 221 39 1208 3393 3217 18104 56874 874 278 7287 1891 589 197 173 252 139172 2700 4101 45494 5734
internal_value=0 -0.0269504 -0.0295123 -0.0681992 -0.0337182 -0.0148099 -0.018354 -0.00725311 -0.0174882 -0.00849225 0.375439 0.683754 -0.155488 -0.0148295 -0.00163 -0.190693 -0.0042572 0.075352 0.292249 0.0746605 0.0135158 0.196163 0.494042 0.122648 0.568504 0.00691889 0.0346753 0.0264455 0.0346815 -0.014219
internal_count=361931 135441 134877 64068 39721 34898 34804 33523 32801 31779 722 278 24347 31501 70809 21987 70480 2360 1152 13606 9178 4428 786 3642 425 226490 87318 84618 80517 35023
shrinkage=0.0490196


Tree=2431
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 1022 1016 921 885 1038 859 728 1022 1292 156 677 521 1453 913 1469 275 982 1329 834 350 306 641 1109 912 139
split_gain=36.3232 29.3519 28.7121 67.7642 24.5912 29.8835 29.7753 28.0151 25.9189 24.7989 24.7585 23.2806 22.9468 24.7719 26.9174 22.3772 25.2572 22.3168 22.1799 22.04 32.1396 21.9429 21.5043 22.0004 21.4491 25.77 23.1791 23.3167 22.9415 22.5203
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 4.8263866747680533 -0.17630926381181156 -0.98545034728205338 -0.49008176997875957 0.67527595557081987 1.0000000180025095e-35 0.3066483305190903 1.0000000180025095e-35 1.0000000180025095e-35 2.1847129145757513 -1.0282579537198486 -1.3263328046252252 0.4022431516292117 1.7621802667917166 0.48130940867841759 2.9935095862883299 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 -1.3649002260363143 -0.84635152736077035 0.3449423063268105
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 3 -3 5 6 8 24 15 -10 -9 -1 13 -13 -15 -2 -17 -11 -8 20 -4 -12 23 -14 25 -6 -27 28 -28 -26
right_child=1 2 19 -5 7 -7 18 10 9 17 21 12 22 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 29 26 27 -29 -30 -31
leaf_value=-0.00012278141626762516 -0.00016382782722974243 -6.3185565241803693e-05 0.00083077947722254406 0.00047043450981777761 -0.00016902833880306175 -1.8264280943840927e-07 -0.00015435220752149875 0.00043411898941909835 0.0012250701529663323 -0.00015934345922183666 0.00012305547975592269 -2.5268877883706846e-05 0.0002860624682741018 0.00016896819019750087 -0.00010113279179224446 -0.00013110827294868525 0.00011546956322175488 0.0015801574662933006 -5.5551637725802651e-06 -7.6783964071311023e-05 -0.00049994666356258251 -0.00049071328685673676 -0.00013134821524482168 -0.0013161814549289103 7.709865773450297e-05 0.00018108970010939889 0.0013484048029506349 -0.00022278657449392199 -0.00046583488155749713 -7.6941086014534139e-05
leaf_count=3396 32143 4821 244 1384 6553 103001 5981 1153 102 239 6164 10696 4248 8530 1945 5376 3479 28 39942 93376 110 278 703 41 17883 2409 77 1585 62 5982
internal_value=0 -0.024854 -0.0629688 0.0910514 -0.0121705 -0.0236415 -0.058426 0.0348872 -0.116453 0.427348 0.150032 0.0548723 0.0753626 0.0460009 0.119903 -0.125074 -0.0272467 0.0777763 -0.0236407 -0.0752657 0.438802 0.100539 0.213345 0.275648 0.00763716 -0.0779362 0.0529725 -0.148472 0.708651 0.042354
internal_count=361931 332372 99935 6205 232437 190291 87290 42146 41367 369 7595 29559 26163 21171 10475 40998 8855 267 45923 93730 354 6442 4992 4289 34551 10686 4133 1724 139 23865
shrinkage=0.000980392


Tree=2432
num_leaves=31
num_cat=0
split_feature=21 1462 1329 1173 712 1274 430 194 842 101 854 347 785 200 1249 624 864 927 928 726 789 65 401 927 843 651 1038 641 937 149
split_gain=16.8544 23.0619 18.323 28.3584 22.3625 28.3238 24.1436 24.1188 23.4978 21.9971 21.0672 22.2953 20.6724 20.608 21.7365 20.1584 20.1472 35.6277 31.4568 34.9428 33.8199 33.1426 32.8394 30.2792 29.7217 29.6712 27.9942 27.9753 27.9583 27.8383
threshold=-2.9709283393608152 0.64216061943476632 0.7010378143867354 -0.066898134705249093 -0.63779424894106762 1.4079604207740937 0.74932089335939212 2.4712408386519225 0.63581208428977198 1.0000000180025095e-35 -0.37489436627466383 2.7716848657441724 -0.86283290253235112 1.1543371994524385 -0.58247127645786301 -1.0447046278706182 0.72275257928592751 1.0483613175537825 -0.52992354128753727 1.0000000180025095e-35 1.1248358748350926 0.77605621623814935 0.66778437295061321 1.0483613175537825 0.76141531317165334 0.58396494997324677 1.5197873595272351 1.9835453746325611 -0.58363259351866237 -1.5589793267001721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 5 6 8 15 -4 -9 11 -5 -2 14 -10 -6 18 -18 20 -20 21 26 -21 29 -22 -19 -14 -25 -26 -24
right_child=2 -3 3 10 7 -7 -8 9 13 -11 -12 -13 16 -15 -16 -17 17 25 19 22 24 -23 23 27 28 -27 -28 -29 -30 -31
leaf_value=-0.028920854105134688 0.0028441683759353269 0.022143432366646322 -0.0045004725152498967 0.0042281761489425087 -0.016080208954437999 -0.021679244774746864 0.018836046962931986 0.0057478186056366207 0.027228687535341686 0.061956651746258265 -0.0026073004602789555 -0.047306909032875905 0.0031043947667788022 0.053930817676916015 -0.0039286316915699178 -0.0057693502406430276 -0.003656767907581784 0.0087735178116966767 0.0027544114838651702 -0.0025182109551205342 -0.0083128021884574018 -0.0019195932327167639 -0.017044472667504709 -0.0066428691835680913 0.01719702493155946 -0.0073175498098386636 0.010953667375478503 0.03130230793598663 -0.0067756924340828632 0.0042717302215521747
leaf_count=147 25557 659 3771 12124 4307 741 1010 420 369 74 15523 122 46559 113 698 19257 37368 4584 26717 105737 6237 16760 834 4733 1014 1683 5168 200 922 18523
internal_value=0 0.317293 -0.00543733 -0.0462229 -0.0994017 0.0201734 0.0700078 -0.137867 0.00171878 0.313479 0.0102798 0.0804429 0.00137812 0.273795 0.172601 -0.152394 -0.00482701 -0.0493955 0.00401887 -0.0156461 0.041534 0.0584736 -0.032501 0.0362879 -0.0946123 0.0998007 0.0840873 -0.108979 0.129251 0.0754679
internal_count=361931 806 361125 58529 30760 6702 5961 24058 4951 494 27769 12246 302596 1180 1067 23564 277039 43635 233404 156744 76660 68487 130027 24290 8173 6267 51727 4933 1936 19357
shrinkage=0.0471161


Tree=2433
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 1022 1016 885 859 1038 728 1134 1237 746 913 520 1453 350 306 641 1109 912 139 7 982 282 1396 73 912
split_gain=40.3945 29.5001 28.904 63.0695 27.3091 29.5759 28.5533 30.119 26.6756 25.3811 25.1127 23.6783 23.7922 22.9641 22.492 22.3098 22.166 22.0023 21.8691 26.0007 23.0524 23.0224 22.8298 22.4554 22.9522 21.8387 21.7148 24.5367 21.2671 25.9132
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 4.8263866747680533 -0.98545034728205338 -0.17630926381181156 -0.49008176997875957 1.0445639817206116 1.4298092310842805 1.0000000180025095e-35 -1.0282579537198486 1.5103007336851382 2.1847129145757513 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 -1.3649002260363143 -0.84635152736077035 1.6307671772553987 0.87502240502720785 1.7621802667917166 -0.94278280720258245 -0.22066983381662078 0.92727673172575076 1.6442246313874156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 3 -3 6 18 7 8 14 -7 -10 -1 13 -13 26 -9 -16 -12 19 -6 -21 22 -22 24 -20 -11 -2 -28 -17 -30
right_child=1 2 -4 -5 5 9 -8 15 10 25 17 12 -14 -15 16 28 -18 -19 23 20 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00012251305065267824 -0.00036895753731600701 -6.001155733309972e-05 -7.6350501779964028e-05 0.00045459206093136409 -0.00017081759954365786 0.00044023842408292928 -3.7784845521605803e-06 -0.00015668730820733812 0.0012351879001442482 0.00012537958003630364 -0.00015426936848544573 7.0518019896723271e-05 0.0002465898997700997 -0.00018941675754465047 -7.457929487068335e-05 1.3008375640077447e-05 0.00025140703747563104 0.0015734637970483605 8.8469571752917807e-05 0.00017968699941024152 0.0013389743206057069 -0.00022257370053103319 -0.0004691136411983228 -0.00020694270258094806 -9.2654425619588385e-05 -0.00048661243561957571 -4.210708866340917e-05 -0.00020539397773072275 -0.00016688613620040018 0.00043605940277255769
leaf_count=3396 5000 4821 93730 1384 6553 1153 103001 5981 102 6164 239 21171 3309 1683 6249 33349 1040 28 18137 2409 77 1585 62 1716 4012 278 11892 16817 6243 350
internal_value=0 -0.0273888 -0.0655644 0.0890001 -0.0146833 0.034883 -0.0267571 -0.0607325 -0.119026 0.153111 0.432491 0.0566542 0.0773073 0.0532128 -0.127757 -0.0257642 -0.0175434 0.0809275 0.00689563 -0.0794344 0.0519835 -0.148767 0.701906 0.0419454 0.0592099 0.102982 -0.165176 -0.139918 -0.00774457 -0.132061
internal_count=361931 332372 99935 6205 232437 42146 190291 87290 41367 7595 369 29559 26163 22854 40998 45923 7289 267 34551 10686 4133 1724 139 23865 22149 6442 33709 28709 39942 6593
shrinkage=0.000980392


Tree=2434
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 1022 1016 859 885 1038 544 570 636 15 11 1145 1444 840 50 1047 211 1089 1151 11 785 513 1424 982 1453
split_gain=36.6176 29.2705 29.4709 32.831 28.7441 67.7425 28.1508 30.5892 27.8656 26.3687 24.8921 23.2956 22.962 24.1147 23.9326 32.5266 25.8909 26.3224 23.9502 22.9115 22.7708 22.1316 24.0765 23.6807 34.5032 21.9918 23.7131 21.9437 21.8388 21.7896
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 4.8263866747680533 -0.17630926381181156 1.0000000180025095e-35 -0.48460852809644533 2.4129057422810987 1.5345964658009021 -0.87191264689159853 1.0000000180025095e-35 1.0000000180025095e-35 2.2007510576511109 1.4829784501753427 -1.0794544675301283 -0.36184153364335253 0.44837531086292992 2.4190504380954585 -0.377541397473169 2.9970139449733542 1.0454229551509682 1.0000000180025095e-35 1.7621802667917166 2.1847129145757513
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 6 -4 5 -3 7 9 -5 21 -11 -1 14 19 16 -16 17 18 -6 -14 27 -2 -23 -24 -25 -8 -27 -21 -10 -12
right_child=1 4 3 8 12 -7 25 -9 28 10 29 -13 13 -15 15 -17 -18 -19 -20 20 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=8.7296680562464293e-05 -6.1878176151310951e-05 -6.6236963905969088e-05 6.0786197769848252e-06 0.00045979133310361335 2.6534734741878769e-05 0.00046724058721698376 -1.2023239414237486e-05 -2.6267108893282061e-05 0.00012976134971236729 0.001226614436298341 -0.00015575872520886259 -4.6075019674897943e-05 -0.0001300323948608719 0.00036238570996399553 0.0018581143287558579 0.00015782924970135915 -0.00014576230188475156 -0.00018375658091500168 0.00045272118680554532 0.0011332669022827585 -8.8979853841480737e-06 -0.00024952234915610676 -9.4346142905300679e-05 0.0015909461666368959 -7.0769781256724515e-05 5.861676977719487e-05 0.0004347139487357121 -2.7732133089293103e-06 -0.00048215790726628162 0.0015610240030399388
leaf_count=21198 17696 4821 34551 1153 14782 1384 98491 45923 6164 102 239 8361 55011 602 48 2192 11558 4136 654 189 4368 16988 6049 97 168 3634 876 190 278 28
internal_value=0 -0.0284171 -0.0157627 0.0357024 -0.0664178 0.0875901 -0.0283032 -0.062019 0.160087 -0.120734 0.427019 0.0516067 -0.0786918 -0.109596 -0.0259351 0.209302 -0.0454909 0.0067482 0.0492583 -0.115262 0.0350039 -0.129415 -0.190562 -0.0579945 0.612105 -0.00556289 0.144112 0.602961 0.107493 0.0778975
internal_count=361931 332372 232437 42146 99935 6205 190291 87290 7595 41367 369 29559 93730 60360 33370 2240 31130 19572 15436 59758 4747 40998 23302 6314 265 103001 4510 379 6442 267
shrinkage=0.000980392


Tree=2435
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 771 784 921 727 728 1134 578 284 846 146 138 18 1451 915 81 356 1001 1188 838 152 912 859 730 775 783
split_gain=39.4912 30.2315 29.8477 27.5736 61.7482 25.7328 23.2158 27.582 39.6435 23.0091 22.0847 22.2876 21.8537 21.2126 22.0362 31.4798 23.493 21.0982 22.386 22.2622 21.046 20.8054 21.0805 27.0905 22.4738 21.7529 20.5987 20.4853 26.4847 28.2542
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 1.4820751525130569 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.49008176997875957 1.0445639817206116 -0.87905496296652397 -1.4950250354433621 -0.53268848306471728 2.2368666814773395 -0.98223957276639073 0.96372854793908636 0.25091737626799537 -0.71904054308896115 -0.58492765455800277 -0.88459116152366701 -1.1395296580871312 1.633571908596829 2.0251648413875682 -0.72688877092785975 1.0001101075732297 -0.98545034728205338 -0.33215574005720661 -1.2713275589443442 1.1155635910225459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 4 -3 6 -2 12 -9 -1 11 -11 -8 -5 -15 16 -16 18 19 -17 -6 -4 -23 24 -24 -26 -10 28 -14 -30
right_child=1 3 21 13 20 -7 7 8 26 10 -12 -13 27 14 15 17 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00011965164999132389 -1.1341821775950308e-05 -6.1128872757121999e-05 -0.00030443219202680737 -2.169807495677558e-05 -0.00022714642776260633 -0.00016626193289736698 -0.00030302963444040003 -0.00019870721664084411 0.000536453278617784 0.00022509876193316757 0.00024068748995662286 2.8141413809204385e-05 0.00040374262535984779 -0.00011142937765633168 0.00055816512310910159 0.0023043548976927441 0.0024813795364114666 0.00040024329929229233 -0.00029250365831639988 -0.00023946513434648081 0.00054165315322551551 -7.8071169662227171e-05 -0.00041999415531320796 0.0016514246690802845 0.00041736286624308497 -0.00039011306544211363 0.00018539882363876762 0.00012736701445922963 0.00010110432675889086 -7.2424328377752531e-05
leaf_count=3396 157544 4821 2805 29774 198 4703 1202 1098 902 3023 3309 19831 733 62243 292 31 33 406 914 37 1186 30759 376 61 947 202 4580 6990 6081 13454
internal_value=0 -0.0260457 -0.013172 -0.064711 0.0862773 -0.00344031 0.000450293 0.0501086 0.172239 0.0570985 0.0774673 0.0542545 0.0203142 -0.0767488 -0.104391 0.150519 0.777719 -0.00286218 -0.198046 1.05372 0.457153 -0.0804853 -0.0647702 0.198516 0.135182 0.279618 0.24337 0.0312018 -0.00398104 -0.0186286
internal_count=361931 332372 232437 99935 6205 197287 192584 35040 6580 29559 26163 22854 28460 93730 63956 1713 325 1388 982 68 1384 35150 32345 1586 1525 1149 5482 27258 20268 19535
shrinkage=0.000980392


Tree=2436
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 50 21 56 1260 126 120 1463 1466 772 1314 146 54 728 1460 254 569 1020 826 809 519 347 1295 1109 21 1122 1458
split_gain=38.9572 29.0542 28.262 46.6597 25.8923 31.6845 31.2888 27.2916 26.3616 26.1843 27.9596 26.3965 30.2506 25.227 32.8629 24.124 23.519 23.2777 24.3204 23.269 23.2647 22.7045 25.6877 22.6149 22.5758 22.3284 22.6235 22.1181 25.2934 22.01
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 0.55630078546380823 -3.2545899522946695 1.0000000180025095e-35 0.34123676599340397 1.0000000180025095e-35 1.0000000180025095e-35 -0.46262136008330895 0.37829601484295772 2.7570895187362754 -0.14725679315555426 2.0556245044164494 1.0000000180025095e-35 -0.49008176997875957 0.90313332808047908 1.4590023375957022 2.5370282988099784 2.1590889378513896 0.28344626543632634 0.66649192610754393 2.1420547332082829 -0.81286063953491416 1.3006632214813958 -0.69396135343409859 1.0000000180025095e-35 0.79579885031402708 -0.82108684835595114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 4 -4 5 -2 7 9 -8 10 11 12 17 14 19 25 -1 18 -7 -12 21 23 -23 -6 -25 26 -10 28 -18 -29
right_child=1 -3 3 -5 20 6 8 -9 15 -11 13 -13 -14 -15 -16 -17 27 -19 -20 -21 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00012247235143887259 0.00052529631460570907 -7.3158140857807995e-05 2.7779505707636841e-05 0.00039008726811214225 1.9277246558275297e-05 -2.5982655764176934e-05 -4.6153743534231238e-05 -0.00017186648442700766 -0.00011787038240571752 -0.00012249646494480075 -0.00019424492915920817 0.00021262533044910596 0.00091933706545616934 -8.9974612146772847e-07 0.00075471500216758175 9.5704808045172363e-05 5.2027132449691943e-05 -0.00031939138610418994 0.00029064060134680324 0.00074526930249451621 0.00028864660784878871 3.3758232130970754e-05 -0.00014129738164247714 0.00054075478620675449 0.00011057907142161179 -0.00018161719868046587 3.6683062701564177e-05 0.00031008125334251486 -0.00020563832419725846 9.2351767538970244e-05
leaf_count=3396 466 69820 10762 1780 42935 10172 61474 17798 5757 25580 10982 3956 167 11573 170 12751 9068 1268 1500 185 1134 6147 7477 612 2303 3191 22412 2467 2064 12564
internal_value=0 -0.0265029 -0.0165778 0.0817372 -0.0222776 -0.0367783 -0.0383885 -0.0778333 -0.0152417 -0.0557394 -0.0191179 0.0546789 -0.0011076 -0.0751959 -0.163665 0.023101 0.0560122 -0.0159518 0.0192078 -0.183758 0.0151801 0.00891761 -0.0634347 0.0330344 0.206338 -0.00994354 0.00882252 0.076594 0.0051773 0.13121
internal_count=361931 332372 262552 12542 250010 189402 188936 83351 105585 65553 39973 17063 13107 22910 11337 44111 29559 12940 11672 11167 60608 59474 13624 45850 2915 31360 28169 26163 11132 15031
shrinkage=0.000980392


Tree=2437
num_leaves=31
num_cat=0
split_feature=616 1429 1394 706 1458 62 1454 1454 907 1464 1464 1464 1468 1452 1462 1467 1454 1467 1464 1451 1464 1462 1462 1466 1458 1451 1458 21 1468 1450
split_gain=17.3392 24.0124 23.5382 30.3364 22.2916 29.4869 27.3934 40.6445 38.5926 35.8841 62.5999 74.593 32.2483 61.2033 54.0493 30.5507 35.3675 32.774 33.5597 42.7998 30.4187 30.3993 40.7667 47.7169 46.2468 43.5798 39.2879 35.4611 36.1735 41.2918
threshold=0.57091520978742472 1.0000000180025095e-35 -1.4762494578210925 0.83831560829142926 1.8460070869938618 -1.2811150420666217 0.46457600248903658 -0.17470481038223243 -0.89587670966412791 -0.32209274566085261 -0.40496521894048304 -0.43279898335635575 1.2465044061975814 0.075388382208316021 0.10265607763050343 -0.40676195933537723 -0.12591398429191614 -0.64471462602767315 -0.065515111140320159 1.0883084361879864 0.2291445000830519 0.64216061943476632 0.39165224646214775 1.8034554541046581 0.24391125146464598 0.2765964560887017 0.25640757745451187 -0.32341995197817647 0.71479030472382699 -0.49556609814693381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 7 8 -7 10 11 12 -8 14 -14 17 20 -9 -19 -20 -17 22 24 25 -10 -24 -27 -23 -29 -30
right_child=1 2 -4 -5 -6 6 9 15 21 -11 -12 -13 13 -15 -16 16 -18 18 19 -21 -22 27 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.0024950852468986358 0.0001408344001316019 -0.0020450972351065463 -0.0059441741638397395 0.031999538694374177 0.0040267432370388228 0.0041368384994086467 -0.007693712524285439 0.0048303102432333432 -0.0019324067341693182 0.00035123329029170664 -0.050307898269635672 0.061019593883884719 -0.0085509422949575919 -0.012472822726956448 0.040590070412060156 0.0079735450455412464 0.00084662656784114656 0.025458090059107857 0.01027634473710822 -0.05022241656601311 0.047362343692473156 0.0016020702745817117 0.005266221274226328 -0.039662660544966782 0.0047350065442632178 0.041959963752458508 0.0022962662268948917 -0.0067995550514797854 -0.043779059474468175 -0.0075880455030087664
leaf_count=66816 28174 1322 25610 561 13965 20763 14260 15704 76967 26313 377 155 361 1079 599 651 31447 1845 1250 136 274 4983 3807 224 14617 763 454 6800 905 749
internal_value=0 -0.0473714 -0.102917 0.174576 0.000784441 -0.00388388 0.00738716 0.0198416 -0.0019754 -0.0424723 -0.12423 -0.103894 -0.120528 0.132165 0.48999 0.0726215 0.0308608 0.143488 0.34271 0.0785254 0.441981 -0.0195249 -0.00530448 0.185599 -0.01698 0.230378 0.587776 -0.122183 -0.212182 -0.531011
internal_count=361931 55667 27493 1883 306264 292299 225483 182339 131032 43144 16831 16454 16299 2039 960 51307 32372 18935 3231 1386 925 110269 96832 5248 91584 5024 1217 13437 8454 1654
shrinkage=0.0480584


Tree=2438
num_leaves=31
num_cat=0
split_feature=785 519 727 728 872 678 533 900 689 382 583 634 783 208 639 561 735 789 332 533 706 550 355 965 209 1366 1065 12 608 1316
split_gain=36.4318 28.9871 42.0572 35.2213 44.442 39.5792 34.5331 40.5359 33.9071 33.3801 31.0719 30.8553 29.8272 29.6404 28.8898 28.7355 28.6912 28.5985 28.5055 28.5693 28.1575 28.063 26.3661 25.9607 25.0541 24.8141 24.7515 24.6177 24.3162 23.9358
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 3.0757328524286596 0.34708990927187483 1.0000000180025095e-35 0.54117268135534224 -1.1110989058077336 1.0000000180025095e-35 -0.55326332990463356 -1.328187176110053 2.2099560249315608 0.22742018399418559 0.11942102837874842 -1.097318156174292 0.45736174636922805 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 0.85558832110916161 0.29966714842153758 1.4218347872305723 0.1463002810917281 1.3930109656029248 1.0000000180025095e-35 1.0518754624258557 -0.58399151183051878 0.66665475971017707 -0.36587838707934345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 20 10 5 6 7 28 -8 17 21 15 13 29 23 -7 -14 24 19 -13 -3 -2 -22 -12 -4 -10 27 -20 -5 -9
right_child=1 2 9 4 -6 11 8 12 25 -11 14 18 16 -15 -16 -17 -18 -19 26 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.9497728225650535e-05 4.4581006057657806e-05 -0.00015038665989420248 0.00032305015791976832 -0.00019547869333320334 0.00020575372322758227 0.00020048391448222708 5.8500062821339567e-05 -0.00012020974776054058 -2.5802579249176969e-05 7.9109495602706627e-06 6.7614227808128041e-05 -0.00012079892289052335 -5.5000327790641861e-05 -0.00022866373006010464 -0.00012770492190969211 -0.000374958439919463 0.0006396384539240342 -6.132509557160407e-05 -5.5762874452927141e-05 4.6352687722193215e-06 3.1727333518397778e-05 0.00025987551551482366 0.0006834311401137977 -6.5798655256722426e-05 -0.00019732064402796506 -0.00010615472552248152 -0.00010986661901281833 7.9439661336211661e-05 -6.6696835551575913e-05 9.7891378661028953e-05
leaf_count=29559 16470 6191 4829 44530 2933 660 12361 5335 40623 5700 16348 22832 661 4955 11228 3093 557 1127 7749 17948 2965 2851 291 12286 415 40760 4218 25330 10300 6826
internal_value=0 -0.0293642 0.0442369 -0.0358321 -0.0487695 -0.0526559 -0.0759796 -0.122723 -0.0488649 0.121335 0.0128063 -0.0136976 -0.0232905 -0.0529494 -0.0247246 -0.258272 0.32254 0.222902 -0.0059634 -0.0533533 -0.0666647 0.0832047 0.0942822 0.0109624 0.288391 -0.066982 0.0320783 0.0516559 -0.16348 0.00843504
internal_count=361931 332372 21518 310854 251671 248738 166908 73164 93744 12071 59183 81830 18334 17116 39862 3753 1218 6371 78077 40780 9447 19321 3256 28634 5244 81383 37297 33079 54830 12161
shrinkage=0.000980392


Tree=2439
num_leaves=31
num_cat=0
split_feature=50 56 560 843 1252 246 426 1037 294 1463 391 21 51 1451 399 1353 1450 63 501 1470 1450 595 843 212 705 346 1293 1465 1453 1451
split_gain=17.4069 31.4396 19.0978 22.4176 24.1274 28.8783 19.6729 19.5311 20.2588 19.1756 24.6735 22.7525 21.6406 22.396 22.3304 25.497 23.0098 22.991 22.456 20.7379 20.3854 20.3847 23.1616 20.6622 21.5405 20.2795 19.806 23.0709 26.0281 33.5372
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.74194154375757 0.80398681099126634 -0.98691007441753265 -0.72456540159199045 0.32901110632456348 0.77509678678413907 -0.60479163254851553 0.94170239728407068 1.475049428936581 2.1349806934485605 1.0000000180025095e-35 1.6960523189323529 1.2961422998928038 -0.47347578895997017 -0.34557539116087493 0.21238981431351248 -0.25945854764644777 2.5482097856432659 -0.10640331734405503 1.0000000180025095e-35 0.28366850430710622 0.68118430315029033 0.82156014147911482 -0.31502660509421637 1.8514852010470839 -0.0054379387601596703 0.72227479758064805 1.8471423420253015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -4 -6 -8 -9 11 26 12 19 14 -14 17 -17 -16 20 -1 25 23 -23 -15 -25 -18 27 28 29 -11
right_child=-2 -3 3 -5 6 -7 7 8 -10 10 -12 -13 13 21 15 16 18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020238635128121767 0.00036601446560162275 1.0550758767689642e-05 0.085192506274358079 0.028148532537710685 -0.011356563493820441 0.010181715822793293 0.0035333287773865424 0.13286949665456319 0.025611725047066054 0.0078455440133731041 -0.024263969134629304 -0.019112933526414199 -0.010441119452283256 -0.0099435573941358581 0.021384658778935861 -0.022552424553516921 0.084656469051130404 -0.049399860535842222 -0.013845254794429818 -0.027038916733844894 0.0056066170207432356 0.073610259773243522 -0.019472080609576101 0.016774665651073429 0.12683761144662906 -0.0055129026830997114 0.036398892085194132 -0.0040692446841501338 0.028136233271360181 -0.040860833260517815
leaf_count=35907 197382 90457 74 431 1548 289 434 23 63 2414 854 1542 21300 554 827 840 90 85 468 591 309 154 77 126 28 54 345 3736 693 236
internal_value=0 -0.0251072 -0.0712526 0.127506 0.0263917 0.60493 -0.0832711 0.295222 1.22476 -0.0813336 0.0379582 -0.0990537 -0.0899002 -0.163366 -0.184001 0.0278061 -0.159257 0.355983 0.105143 -0.0515198 0.483313 0.248754 1.00709 0.0346927 0.878784 1.22604 0.0752967 0.0500391 0.207216 0.0769199
internal_count=361931 164549 74092 2862 2431 363 2068 520 86 71230 8278 62952 61410 24912 23973 2673 1761 912 921 36498 453 939 231 708 154 144 7424 7079 3343 2650
shrinkage=0.0461923


Tree=2440
num_leaves=31
num_cat=0
split_feature=1022 1016 1028 1436 1361 765 597 614 125 1438 1392 357 491 764 634 792 602 1234 781 1022 1470 646 764 485 196 527 582 1160 790 1051
split_gain=17.2694 39.7036 29.0098 25.0434 26.3725 26.4197 26.283 24.9352 22.3701 22.0995 25.1943 22.1205 21.2884 20.9777 20.8129 20.7788 28.967 23.5286 25.0041 24.837 31.5097 23.9966 23.5099 26.8854 23.0105 22.1201 23.9155 28.7273 26.7439 21.7541
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.35861621905537377 1.0000000180025095e-35 1.0000000180025095e-35 0.93640047472722976 1.3592535390735871 -0.75411934043310735 1.0000000180025095e-35 0.73556760293882195 2.7089904662491646 0.80889012478079303 1.4016225774636417 -0.5340144089204365 0.041724334019369189 1.0000000180025095e-35 0.66849908449309148 1.0000000180025095e-35 1.0000000180025095e-35 0.67527595557081987 -1.3545928909252491 -0.90637096434068598 -0.58918996956727421 1.265690647401063 1.0000000180025095e-35 0.86558768754863191 1.0000000180025095e-35 2.6759592599045541 -0.54913828464972514 2.658618568664846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 9 -6 7 14 -9 10 -4 -11 -1 -12 -5 17 29 18 19 -2 21 -21 23 -19 -25 26 28 -28 -18 -17
right_child=15 -3 3 6 5 -7 -8 8 -10 11 13 -13 -14 -15 -16 16 25 22 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0093386972023477705 0.0025653360142181432 0.00027098049107004339 -0.0043046165435887225 -0.026570173693410425 -0.00096090880336335946 0.016220217415181065 0.015353956226542658 -0.0041405962407866734 0.0062118711519862377 -0.0067935934710399029 0.047260689249399961 -0.020806312742785781 0.016049981121967621 0.0049384558880262068 0.0037078500134114225 0.0001896912022628247 0.0085079307078997912 -0.0050719435191833515 -0.00032670897165907925 0.066132311454650386 0.0093885931922604287 -0.035141251310544866 0.0022556960933986328 0.021170548743172566 -0.0036633696439824517 -0.011192413933037234 -0.0045198756273203255 -0.028507110397781033 -0.0026238550754316644 0.013603242216845215
leaf_count=23620 20607 90468 25329 1292 6432 1274 1303 4879 4800 6816 202 3000 666 578 598 83957 3326 15090 15832 25 11578 236 16212 864 901 3394 9877 506 6953 1316
internal_value=0 -0.0240519 -0.0715008 -0.0464214 -0.0791865 0.0399445 0.0407153 0.00226317 0.0387794 -0.113914 -0.0759012 -0.2317 -0.178292 0.3608 -0.32103 0.00864713 -0.0112066 0.0361696 0.0670898 0.102012 0.181466 -0.537856 -0.0115813 -0.0747137 0.194022 -0.077435 -0.0502623 -0.122701 0.0256942 0.00859233
internal_count=361931 171257 80789 56503 43631 7706 12872 11569 9679 35925 26109 9816 24286 780 1890 190674 109329 81345 48278 32446 11839 261 33067 16855 1765 24056 20662 10383 10279 85273
shrinkage=0.0471161


Tree=2441
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 146 49 745 126 21 194 602 816 1466 809 473 1469 912 501 403 885 710 774 1452 15 1466 1454 1105 728 838 541
split_gain=41.4497 29.3364 26.8176 46.8049 26.5108 28.514 26.5541 24.8333 37.6055 29.3805 45.6235 34.835 28.984 33.5884 28.744 28.1721 26.1846 26.4597 26.9719 25.6138 25.6658 27.025 25.4977 30.7066 28.9694 24.3235 31.7773 24.1929 23.7347 23.5458
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 2.0556245044164494 1.1349154245379338 1.0191313245711819 1.0000000180025095e-35 -0.70163543588998201 0.58307762070518543 0.66849908449309148 2.9000507500104784 0.27725162624946764 0.66649192610754393 0.77164584159373273 1.171815316512917 1.9448114091673692 -0.91701021961068341 1.378570782590457 4.8263866747680533 2.4381189058503279 1.8443371421642991 0.90005214643023135 -1.8971493150955931 3.418502427052577 0.67485211051868899 -0.15887211368927148 -0.49008176997875957 -0.49707046069023791 3.2886627520380656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 4 -4 5 7 -7 8 12 19 11 -11 13 -2 -13 22 28 -18 -19 20 29 -22 23 -14 -24 -25 -27 -1 -10 -9
right_child=1 -3 3 -5 -6 6 -8 9 16 10 -12 14 15 -15 -16 -17 17 18 -20 -21 21 -23 24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00012189631714264819 -7.3250995450350247e-05 -7.2799731633289819e-05 2.586654254855491e-05 0.00038881095223517988 8.5873043761175262e-05 -6.7830916731910821e-05 -0.00027881532611310751 -2.2444444677228119e-05 -2.5895692526783679e-05 0.00013725630426803526 -0.00014898322600495189 -0.0003381498884418303 0.00060546827142251203 0.00013015917454131684 0.0009720140602842111 0.00067990489749623927 -0.0010994456025557675 0.00024481991817770961 -0.00049115008284291795 0.00053355806453625595 0.00013766097171212188 0.0010062181403984506 0.00042646160990112233 7.0503271773706051e-05 -0.00039980329220689725 5.3918795805291491e-05 -0.00061001721629475145 7.8524474925563946e-05 -0.00010452810051680914 -0.00055292311413783306
leaf_count=3396 18906 69820 10762 1780 9585 27197 4135 67741 31261 16018 3068 907 405 5038 64 412 101 2384 297 329 2233 154 1503 6144 206 724 703 26163 49846 649
internal_value=0 -0.0258848 -0.0159079 0.0798811 -0.0214633 -0.0265669 -0.096709 -0.017633 -0.0403963 0.00939581 0.0759758 0.117023 0.0266426 -0.0213878 -0.249841 0.126303 -0.0659989 0.14293 0.179137 -0.0145191 -0.0178958 0.209566 0.10108 0.0425654 0.332208 0.00706942 -0.257656 0.0592287 -0.0739036 -0.0262575
internal_count=361931 332372 262552 12542 250010 240425 31332 209093 117930 91163 20057 16989 34041 23944 971 10097 83889 2782 2681 71106 70777 2387 9685 7976 1709 7571 1427 29559 81107 68390
shrinkage=0.000980392


Tree=2442
num_leaves=31
num_cat=0
split_feature=253 1443 6 113 973 0 83 5 967 75 944 358 779 699 748 122 70 48 1365 14 1042 16 1177 1250 1268 49 18 698 5 1201
split_gain=17.3962 21.0429 24.8478 25.5939 26.8631 25.3894 30.7927 24.0696 23.7882 26.5945 23.904 23.0987 23.2359 24.0698 26.4132 22.4027 33.5374 26.6727 21.9065 21.2382 20.8967 20.7563 26.7209 20.0235 19.9749 19.0298 35.113 18.9653 18.8495 19.4974
threshold=1.0000000180025095e-35 1.593744732512876 0.32628120726533433 1.0000000180025095e-35 2.1830111190776322 2.0899518216981288 0.59682523053328673 0.87520530873534663 -0.0024101787915183953 -0.86477270016368535 0.53713281317862982 2.0199376510798364 -0.2472666160936188 -1.0787273610939756 1.0000000180025095e-35 1.2828132024160503 -0.25693303605213097 1.0000000180025095e-35 -0.42638832581415231 -1.7926358038970283 1.2133966642365142 1.7491057193416175 0.1558186456064829 -0.4029566651117234 1.0000000180025095e-35 3.6329264928364817 -0.85137410665495239 1.8996839884076033 -0.91298379904781313 0.34509048099012679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 -2 5 8 -7 18 -5 11 -11 12 -10 -14 -15 17 -17 28 -8 -19 -4 27 -23 -18 -21 -1 -27 -22 29 -3
right_child=1 15 20 4 -6 6 7 -9 9 10 -12 -13 13 14 -16 16 23 19 -20 24 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00034111874638877978 -0.0019167662377492984 -0.0055497535970272013 -0.0023043194649545718 0.0045534556193531101 -0.014547592203358614 0.0069538175599152428 0.0069123110570049121 -0.034717647509124976 -0.0052401012253840869 -0.007697513646611566 0.0055285427913370384 0.095972384543288519 -0.034678512979170933 0.013282462634171637 0.054837482073366792 0.019141360876542307 -0.027054909560343607 0.060257655817688563 0.066134638505382398 -0.0083763869076370692 -0.014987534746098805 0.060713254348647501 -0.044978075044044087 0.0041633899928611561 -0.0233894044770043 0.034898910791985767 -0.027072406315124885 0.029909841892162278 -0.00089426320634942644 -0.025943750706746517
leaf_count=230834 32953 2998 28713 21954 1360 1187 110 54 1022 7455 2424 37 126 785 310 1437 705 67 231 4049 4239 116 62 791 2950 128 843 145 12731 1115
internal_value=0 -0.0288882 -0.014713 0.0107609 0.0527051 0.0641739 0.356919 0.869402 0.0505892 -0.0377044 -0.0907713 0.208671 0.17284 0.406097 0.516474 -0.0991553 0.121212 -0.127821 1.05178 -0.274963 -0.070198 -0.239986 0.622283 -0.175289 -0.290666 0.00590127 -0.34773 -0.277545 -0.0700583 -0.232628
internal_count=361931 130126 103283 70008 37055 35695 1582 395 34113 12159 9879 2280 2243 1221 1095 26843 2933 23910 341 7066 33275 4562 178 1496 6999 231805 971 4384 16844 4113
shrinkage=0.0480584


Tree=2443
num_leaves=31
num_cat=0
split_feature=785 728 728 647 590 784 921 1022 859 462 706 146 1447 982 21 1122 1449 1458 1177 632 350 306 641 1109 912 139 468 401 119 1463
split_gain=40.8596 28.2964 27.6752 28.5682 66.5004 26.1201 31.0426 25.3017 25.1497 24.8324 26.4497 24.7293 23.9843 21.9983 21.8521 24.8283 22.1879 22.5116 21.7025 22.4395 21.6553 25.567 23.1501 22.958 22.6421 22.293 22.2091 21.2958 28.9138 23.4175
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -0.98545034728205338 3.5900732819318715 -1.8735003040925582 2.7503861831498626 1.2420411362750934 1.7621802667917166 1.0000000180025095e-35 0.79579885031402708 0.74561756370782817 -0.82108684835595114 2.6605302561394431 -1.1226924480788913 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 -1.3649002260363143 -0.84635152736077035 0.3449423063268105 2.1467708086619246 1.0000000180025095e-35 1.0000000180025095e-35 1.5087119880913495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 20 9 -8 11 -11 12 -2 -10 15 18 17 -16 19 -3 21 -7 -23 24 -24 26 -22 28 -19 -30
right_child=2 14 3 -5 -6 6 8 -9 13 10 -12 -13 -14 -15 16 -17 -18 27 -20 -21 25 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00013951790418805323 -7.7320468214143683e-05 -0.00022902933757595797 -6.4812882538795355e-05 -7.6541382740442798e-05 0.00046396468633999962 -0.0001731869484767652 0.00043904686480920278 -6.6425394264798586e-06 0.00012568845525233712 0.0014857564582164025 -0.00073712478757842546 0.0003138510428811694 3.4039923368830294e-05 -0.00048885367219870938 0.00029475889840435173 -0.00020190200994218299 0.00033431494215612801 -0.00017746504507288382 -0.000600672465440874 0.00010646903142855485 8.6223936476306404e-05 0.00017583217700861694 0.0013296920758011472 -0.00022703101837186001 -0.00047013801359328513 -8.0393329734343143e-05 -0.00032968960152532936 0.00015684441452656531 0.00016286759709739927 -0.00092239449693704142
leaf_count=3396 75845 983 4821 93730 1384 6553 1153 103001 6164 39 607 798 10001 278 2119 2064 2174 2745 225 7860 17291 2409 77 1585 62 5982 592 5324 2564 105
internal_value=0 0.0557093 -0.028831 -0.0658198 0.0878168 -0.0165193 0.0319581 -0.0283365 0.153108 -0.0603475 -0.602977 -0.0572457 -0.0617126 0.103212 0.0783534 0.00727425 0.132641 0.0994752 0.0547599 0.0709724 0.00328481 -0.0826331 0.0476984 -0.153407 0.695623 0.038165 0.0742611 0.0590769 -0.0324183 0.128426
internal_count=361931 29559 332372 99935 6205 232437 42146 190291 7595 87290 646 86644 85846 6442 26163 11132 15031 12857 9068 8843 34551 10686 4133 1724 139 23865 17883 10738 5414 2669
shrinkage=0.000980392


Tree=2444
num_leaves=31
num_cat=0
split_feature=545 1442 785 1445 1461 327 843 125 1160 660 585 633 574 507 960 639 758 564 464 1396 981 498 222 718 139 1470 427 816 713 116
split_gain=42.7513 38.3768 33.3421 32.7073 30.5736 26.6062 26.2361 26.0713 28.6375 25.9018 32.4548 48.3886 51.2948 33.717 30.8469 30.8034 28.8989 28.6649 27.2844 25.7505 25.2673 24.6684 26.2627 24.932 26.2859 26.6404 24.4494 26.5867 24.2117 24.1984
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 1.6380901172106308 1.4098417307792441 2.8750784862951453 2.539957888746601 1.5320262332576917 0.68536004617275303 -0.72421686037558375 0.59573659850611882 2.0602254807584486 0.6251511886302028 -1.0861700333034265 -0.64257916016084482 -0.14332914224095697 0.40801449795817329 1.8888677277813357 1.0000000180025095e-35 0.66386066127205579 -0.70581454252470854 1.6245731242828796 -0.53497803978676939 1.0159173274103563 1.5079421149577426 0.78209301887286675 1.4510460984736129 -0.92870374882376117 1.0000000180025095e-35 4.0584189373189297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 28 4 19 6 7 9 -9 14 18 13 16 -12 15 -4 -13 -15 21 -2 -14 23 -23 24 25 -11 27 -16 -3 -20
right_child=1 2 5 -5 -6 -7 -8 8 -10 10 11 12 20 17 26 -17 -18 -19 29 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.9945706252322462e-05 -2.7060489107888256e-05 -0.0001516122115973157 2.405616531359472e-05 -0.00018100897149100995 0.00020153244765952727 -0.00044855349112523312 0.00025408938500076807 0.00012818973805240073 -4.3181004971768133e-05 -8.9473678620825931e-05 0.0002448463665326353 -0.00029079915163339118 0.00097675566083532325 -1.8280236202238766e-05 -0.00014792797478440105 -0.00013576617408706418 0.00048141083963827404 -0.0006577525142871805 -2.6211813513163447e-05 -0.00023367002443106129 0.00035070883956223172 -0.00031543833416544523 0.00013370415499101187 2.5371384720971313e-05 -0.00037678795657542966 -0.00025527675320143593 0.00032624667652384447 8.4015379045542134e-05 9.6075884322053022e-05 0.00085040839475022153
leaf_count=94059 20717 2038 16624 14673 2379 889 1616 10583 5876 26547 2398 1011 302 28592 2756 9185 270 388 52187 4189 1730 952 3793 5118 2881 7504 1531 19508 21521 114
internal_value=0 -0.0095874 0.000836185 -0.0788859 -0.0343587 -0.00859406 -0.00715268 -0.00955625 0.0667054 -0.0179726 -0.0347719 0.0235546 0.26445 -0.00518064 0.0241749 -0.0305579 -0.103191 -0.0263583 -0.0560452 -0.0604282 0.451735 -0.100916 0.0573249 -0.120554 -0.144663 -0.126575 0.0782337 0.0599204 0.0773953 -0.0243191
internal_count=361931 267872 225914 41958 27285 202355 201466 199850 16459 183391 133787 34691 3313 31378 49604 25809 1281 28980 99096 24906 2032 46795 4745 42050 36932 34051 23795 22264 23559 52301
shrinkage=0.000980392


Tree=2445
num_leaves=31
num_cat=0
split_feature=1440 1465 54 1454 1454 1467 1464 63 1458 258 1462 1450 1453 1466 1452 1468 21 155 1450 1453 926 57 832 1466 21 598 415 1455 17 676
split_gain=17.7196 19.2375 19.7288 32.0765 37.7693 41.3107 43.3163 31.6227 35.4811 31.0981 30.6393 45.4343 43.1279 38.9783 37.1022 36.3951 29.1089 29.0554 29.0104 28.734 28.1312 27.3273 36.5861 30.0847 26.7416 26.3327 26.0993 25.8835 25.754 26.9187
threshold=1.0000000180025095e-35 2.873316917895123 -0.42445565733332025 -0.17470481038223243 0.46457600248903658 0.11818487607028773 1.6196093032808887 -0.64169633322170971 -0.12052071717882297 -0.64709125981158055 0.64216061943476632 -0.54877514458847465 1.257127198603895 -0.067125574621791889 0.21158045436466741 0.60907911972533268 1.189441983669046 -1.1818038018850292 0.15319084326732887 4.9333407588813172 1.0000000180025095e-35 0.72527224708021132 -0.54035045934009274 1.7021207750673237 -0.70163543588998201 1.0000000180025095e-35 0.15226287742432446 0.8703138515806228 -0.30009840131520704 2.2057843579161749
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 19 6 7 8 -6 -8 12 15 21 17 20 -12 -10 -13 -19 28 -14 22 -4 -23 -17 -15 -9 -16 -5 -30
right_child=-2 -3 3 4 5 -7 9 26 16 -11 11 13 14 25 27 24 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.001221806928882395 -0.0025671866522918624 0.0059138268539459179 0.001977188084124826 0.0017549942056269787 -0.016933645376721786 0.0040650503397150484 -0.0044835662361712549 0.0031284116530647418 -0.0074320426648505833 0.017529741647149318 -0.0098191452287002094 0.026407444840687379 0.01437592244863912 0.013917466455174155 0.041084888141790982 -0.0089859267473123179 0.017026236999722961 -0.0038075549618490183 -0.025289564007078935 -0.060114794479553924 -0.011393622169759475 0.00394689092056768 -0.0037217940166979833 -0.03123863529632491 -0.048764175495923837 -0.0082234394384221639 -0.012015987434457073 -0.014291379374897148 0.0068231851644883481 0.029613093275291165
leaf_count=130473 48464 6483 23439 17552 5548 14569 1342 5399 3310 1770 3765 301 1477 2353 602 347 681 2438 1349 79 872 17702 44825 351 768 1180 2064 129 21593 706
internal_value=0 0.000284656 -0.00249663 0.0132049 0.0480282 -0.00554076 -0.0739182 -0.121334 -0.212947 0.160789 -0.0143894 -0.122732 0.000795721 -0.0132174 0.255453 -0.303948 -0.0508939 -0.171582 -0.227397 0.0958048 0.111472 -0.00957256 -0.0323508 0.0668661 -0.6963 0.159265 -0.0147354 0.658708 0.0986425 0.150715
internal_count=361931 313467 306984 176511 74613 34683 20114 17002 9539 3112 101898 12501 89397 7621 3080 4880 3991 4088 3787 39930 2349 86317 68264 18053 1115 3533 7463 731 39851 22299
shrinkage=0.05


Tree=2446
num_leaves=31
num_cat=0
split_feature=50 56 1470 1454 1430 581 81 705 1464 1450 348 1449 1455 760 1452 1467 560 828 1469 1467 1452 1465 1457 1457 1451 1453 1449 21 1457 1466
split_gain=17.3804 30.6893 24.2004 22.1217 21.5177 22.0522 21.4012 24.9472 20.7177 25.2897 21.1603 20.5923 23.5173 24.8659 24.8647 28.5663 26.6347 22.8299 21.2154 33.5575 30.7286 30.4898 26.5034 34.2302 28.3591 40.1681 27.4495 27.2906 25.8935 28.3201
threshold=0.55630078546380823 1.0000000180025095e-35 -1.3782462404802098 -0.98478334500156417 4.2254883379486126 2.1516800948178267 0.23774810596799917 1.0999472070578602 -0.025103616233642181 -0.3903862718628921 2.4113027016510746 0.59618467655696206 1.2270625707982405 -1.0202607688471705 1.6018939448921981 -0.52498898178760234 0.53361819437864078 2.2477208477228774 -0.74015316675186582 -0.42730338151659453 1.0637505357001875 0.79677006552036134 -0.29043123479038785 -0.27093189812323831 -0.19880594325380005 1.4646939803042962 -0.68050267467013237 2.1349806934485605 -0.29762823873573524 -0.2104177317881554
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 11 -4 8 10 -10 -8 18 13 -13 15 -14 -16 -15 -1 20 22 -22 24 -24 25 28 -25 -26 29 -20
right_child=3 2 6 -5 -6 -7 7 -9 9 -11 -12 12 14 17 16 -17 -18 -19 19 -21 21 -23 23 26 27 -27 -28 -29 -30 -31
leaf_value=0.00018898911342779063 -0.014243695416729908 -0.023779226757369498 -0.00068029420575835481 0.0012511896515799053 0.023217899769953046 -0.011870395117708795 -0.0011494184135414538 0.0077237647448159556 -0.00086278895452901949 0.0073121437838098262 0.029471158785045744 -0.014281365044167755 -0.033665086914153597 0.0032142049460139222 0.022298019814381564 -0.005067277122027888 -0.030704091582915895 0.027790929687271929 0.0061969699599759131 -0.0065227493596599542 -0.028366294141781177 0.0082293153891733056 0.04215518825391161 0.012243104787778446 -0.0089441870265592836 0.043711557742158354 -0.00053373927319998844 -0.064884247355246102 -0.072548964583397296 -0.0091467174309116505
leaf_count=23756 1290 473 101841 82873 344 5018 26894 7320 7375 9933 274 1200 884 16876 498 1336 156 546 4976 42231 1557 418 343 3388 6325 278 9853 161 90 3424
internal_value=0 -0.0151027 0.00458299 0.0215191 -0.0473127 -0.0495625 0.00622813 0.0417798 0.0218585 0.079312 -0.0172183 -0.043299 0.0253747 0.0586655 -0.17631 -0.308131 0.203797 0.0822969 -0.0602354 -0.0835429 -0.0184778 -0.352727 0.00194719 0.0831118 -0.0750341 0.0220077 0.0617719 -0.209272 -0.0145444 2.7027e-05
internal_count=361931 277768 154110 84163 123658 123314 153637 51796 44476 17308 27168 118296 21496 18622 2874 2220 654 17422 96800 73044 30813 1975 28838 13584 15254 8768 13241 6486 8490 8400
shrinkage=0.0490196


Tree=2447
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 1022 1016 859 885 1038 913 771 1453 982 85 544 1040 346 759 423 1249 677 350 306 641 1109 912 139 468
split_gain=30.3363 25.0903 27.9273 62.379 25.6754 29.2938 24.7792 25.162 24.7348 24.0496 24.7065 21.7445 21.6178 21.5513 21.4765 21.2751 21.0915 21.0564 25.1228 25.7183 24.2729 23.2505 23.9065 21.0544 25.226 23.0802 23.0899 22.7068 22.1805 22.1437
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 4.8263866747680533 -0.17630926381181156 -1.0282579537198486 1.5773296200199145 2.1847129145757513 1.7621802667917166 -1.3274107148674466 1.0000000180025095e-35 -0.8740075305771694 0.023879202924299989 2.7993186572179827 0.10714457403156959 0.63898029052325456 1.0000000180025095e-35 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 -1.3649002260363143 -0.84635152736077035 0.3449423063268105 2.1467708086619246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 4 3 -3 6 23 7 9 -7 12 -11 15 17 -12 -10 -9 -1 -2 19 21 -21 22 -19 24 -6 -26 27 -27 29 -25
right_child=1 2 -4 -5 5 8 -8 11 14 10 13 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 28 25 26 -28 -29 -30 -31
leaf_value=8.4254668478371531e-05 -0.00027720493773762217 -5.463789637247848e-05 -6.8945913437480858e-05 0.00045811232190651023 -0.00016610920616141189 0.00043913156181557041 -1.4561043635767894e-06 0.00021134118291656165 0.00012755879969248235 0.001211886518351914 -0.00016581901409000967 -4.7351996700398553e-06 -0.00056022020763152542 0.0015510265997615872 -0.000480860533893782 -0.00020389978380206438 -4.3003509966439982e-05 -6.7489122267095595e-05 -0.00018983153019781247 0.00010758230661518443 0.0014965809286464485 -0.0002152523289744055 0.00013864400055539814 9.1473711092889551e-05 0.00018180278852434622 0.0013410489329025298 -0.00022151309075269299 -0.00046495635125595286 -7.5031933419685614e-05 -0.00032480408786898888
leaf_count=21198 6119 4821 93730 1384 6553 1153 103001 733 6164 102 239 39942 854 28 278 5248 8361 12731 12283 199 127 5045 3640 17291 2409 77 1585 62 5982 592
internal_value=0 -0.0228466 -0.0581711 0.0940782 -0.0111098 0.037037 -0.0228494 -0.0546083 0.154917 -0.108207 0.416002 -0.0226446 -0.116568 0.0662946 0.105392 -0.155311 0.0502037 -0.107768 -0.0850549 -0.0357116 0.672217 -0.0469794 -0.00452808 0.00912982 -0.0757731 0.0538505 -0.147388 0.705588 0.043571 0.0796249
internal_count=361931 332372 99935 6205 232437 42146 190291 87290 7595 41367 369 45923 40998 267 6442 5981 29559 40144 34025 21742 326 21416 16371 34551 10686 4133 1724 139 23865 17883
shrinkage=0.000980392


Tree=2448
num_leaves=31
num_cat=0
split_feature=785 652 588 719 728 785 660 731 620 695 899 696 703 816 872 844 73 692 8 654 1184 284 211 482 225 1452 1116 1257 1124 905
split_gain=17.402 18.4307 24.5498 33.0846 28.5363 28.6322 31.1845 30.9654 34.196 28.6256 28.8881 27.079 26.5205 25.0866 30.2379 26.5061 25.7185 24.4637 23.4602 24.9448 22.7404 27.3608 22.1233 21.9457 22.5528 21.8284 21.3632 25.5008 24.624 26.434
threshold=-0.86283290253235112 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 -0.49008176997875957 0.58460966528228819 0.26872683687560334 1.7256957373890334 -1.130853321005749 1.3834656269269041 0.59526813135096279 -0.68294515127066913 -0.4725589980715445 0.98567350059335823 3.0757328524286596 2.4471121278670656 -1.1873409149398044 -1.4012528866146889 0.31619446797768463 0.61490281608246311 -0.81029875805359541 0.2891213394160087 -0.8435253722327104 -0.65542686257796667 1.4501821520663229 0.79547082264194502 0.60452172202551469 -0.5330465946753199 -0.20573979838785353 -0.30467267269392501
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 18 5 6 11 26 -9 10 17 12 -3 14 15 -6 -17 -10 -4 -20 22 -22 -19 24 -12 -7 27 -8 29 -29
right_child=1 2 3 -5 13 25 7 8 9 -11 23 -13 -14 -15 -16 16 -18 20 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0022572250829182325 0.00069579031607754386 0.020920524885604991 0.012488360183167957 -0.003334452889749553 -0.0034215129144457494 -0.0069351328471706957 0.0081711607889226375 0.022524269222209091 -5.5922056753089259e-05 0.047222262312034108 0.02406220485306311 -0.0025284852976500184 -0.010154251641063509 0.00065716255863459494 0.014814935885762506 0.055824364875792787 0.0051771821123697027 0.032987780842849194 0.0045527100371594549 -0.02279556887633942 0.023206543699808714 0.0046671255521813912 -0.011291476537620948 -0.012185821702142659 -0.066855530520199574 0.0075992721421776835 0.014989935620049825 0.015912759757191714 -0.037219063345230001 -0.023452929547127629
leaf_count=29559 105863 1191 4479 5890 138855 8605 637 1882 3215 200 389 13368 405 29920 1082 144 3304 159 2259 412 2640 1399 851 1793 47 1656 455 321 514 437
internal_value=0 -0.0104636 -0.0230894 0.0679934 -0.029922 0.0244306 0.0580039 0.130364 0.178016 0.126387 0.109264 -0.0153217 0.247845 -0.0442297 -0.0592823 -0.0629778 0.150478 0.170643 0.157232 0.00410544 0.260371 0.32876 -0.0585409 -0.12586 0.323506 -0.087099 -0.089304 -0.193422 -0.365202 -0.133952
internal_count=361931 332372 226509 13040 213469 40164 29903 14939 12575 10693 10493 14964 1596 173305 143385 142303 3448 8264 7150 2671 5049 4039 1010 2229 436 10261 2364 1909 1272 758
shrinkage=0.05


Tree=2449
num_leaves=31
num_cat=0
split_feature=785 728 1447 519 1378 612 854 359 1065 651 1117 374 567 832 1470 375 1161 291 1396 1046 9 1323 368 907 1223 1367 629 768 1449 1456
split_gain=40.7392 27.4606 26.4378 26.4233 24.3918 28.3145 23.5376 23.3166 22.8469 22.5635 22.5375 22.5156 22.2475 22.2977 21.6964 24.6264 21.6687 21.4314 22.4446 26.678 23.5659 22.0491 24.0634 21.2213 21.1734 48.6397 27.9355 27.9109 25.1945 28.4659
threshold=-0.86283290253235112 -0.49008176997875957 0.74484333252909696 -0.830672104868595 0.80891129331221767 1.0000000180025095e-35 -0.87473648844905705 2.3183667025572841 1.0518754624258557 -0.9964111233105486 -1.6505790610122235 0.39139331969136187 1.7149604823276914 1.2903543730202582 -1.2954595170378473 1.0000000180025095e-35 1.0000000180025095e-35 0.64720008992978195 -0.061772140088116038 1.7490811357031759 1.9064576725173135 2.7795285780820378 0.68790859133042659 2.8261612301154702 1.0000000180025095e-35 1.0000000180025095e-35 0.36272545494124231 -0.84266789485889249 0.60588132381810589 3.742879312526544
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 7 -3 23 10 -2 -8 14 -7 -14 15 -11 -12 18 19 -4 -20 22 -19 24 25 -5 -26 -28 -27 -30
right_child=2 6 17 4 -6 12 8 -9 -10 11 16 -13 13 -15 -16 -17 -18 21 20 -21 -22 -23 -24 -25 26 28 27 -29 29 -31
leaf_value=-0.00013561641369850007 -0.00027007109859638158 0.00027318045714637076 8.2860995652616156e-05 -0.0001369640353953699 3.7102481182239173e-05 -0.00013317667858306543 -0.0004344286389850161 0.0001019199288581196 0.00022982812732346133 0.00055924128375862698 -4.8036270221042718e-05 -0.00018824997891678857 0.00030702135673150131 -0.00093749444321284021 -5.8627273428249802e-05 -8.8276112131892482e-05 9.4929188227629066e-05 -3.7814260283403162e-05 9.3290880789367866e-06 0.00050557445222381857 -0.00036671659342131919 0.00066798166588305735 -0.00037848764931693057 0.00018403515472157494 1.5818581856782421e-05 -4.5026175508811456e-05 -0.00020491003947007647 -3.457551426855643e-05 5.6608217382166471e-05 0.00065712497839756471
leaf_count=3396 5418 2511 16053 40197 23176 26208 503 5822 3119 579 7056 9949 1025 120 29476 522 12974 11912 16939 636 890 167 1067 2430 59967 39855 5717 25372 8550 325
internal_value=0 0.0568513 -0.0275057 -0.0370262 -0.0279745 -0.0364934 0.0791113 -0.0275044 0.058319 -0.0950788 0.0330691 -0.0766385 -0.118273 0.213737 -0.0449267 0.257278 0.0436014 0.018198 0.0464803 0.101903 -0.00729573 -0.054144 -0.0643267 -0.0326153 -0.0354987 -0.0634692 -0.0125405 -0.0663371 -0.0205438 0.0838361
internal_count=361931 29559 332372 284708 238764 215588 26163 188235 23652 45944 20533 40526 27353 1145 30577 1101 20030 47664 34518 16689 17829 13146 12979 182413 179983 88927 91056 31089 48730 8875
shrinkage=0.000980392


Tree=2450
num_leaves=31
num_cat=0
split_feature=1431 967 945 1052 675 842 971 421 1329 1247 56 1463 501 499 1455 707 282 773 146 974 1385 584 134 1030 563 1454 819 416 848 71
split_gain=17.1791 20.4526 20.8231 21.4706 21.0892 20.0913 21.7341 27.235 20.5357 21.5215 22.6523 19.8875 19.6755 25.7265 19.9592 20.537 21.2915 19.3294 19.248 21.5867 27.3698 24.1556 19.8129 22.1301 23.9263 22.3471 19.8736 26.4101 22.5086 26.0398
threshold=1.0099929608726099 2.7427154674634653 1.0000000180025095e-35 3.2265450694491338 2.1576879949891059 0.70176422714037578 0.62951617738451116 2.2367696163557489 -0.24606738263187566 -0.54840111779838308 0.58160213896575708 -0.40954680379339353 -0.42766944047450811 0.15947476038202593 0.80851755981579754 -0.89987553295882938 -1.4720773955647786 -0.36173168794207189 2.0556245044164494 1.0573677303018045 0.22993527294370725 1.4086671172914658 1.6445699455742113 2.7042904249467168 -1.9034908860799797 2.311341190271452 1.0000000180025095e-35 -0.12696499486663468 -0.40596293898264973 0.46520451532231638
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 5 4 -4 8 -7 17 12 -10 -11 -6 -2 14 15 16 -14 -8 22 -20 21 -21 23 -1 -25 -26 -24 -28 -29 -30
right_child=1 -3 3 -5 11 6 7 -9 9 10 -12 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 26 24 25 -27 27 28 29 -31
leaf_value=0.00036990862550103986 0.0084773801749991173 -0.021830202965258824 -0.0074595920206806795 0.099278763035209605 -0.012697986695773579 -0.0086985163976455657 -0.017075122892947395 0.097975222234846365 -0.010279992155075197 -0.0028839806838028316 0.010915220234622342 0.04773345510138062 0.072679708141664162 -0.009013409527701053 0.023343420366952004 0.0061581976311268806 -0.019237808104935299 0.015211842928379597 0.0066499793218092185 -0.0022752044199431335 -0.02356132053268279 0.03915630969951342 -0.0018819890050855198 0.033248768715587282 -0.0071628772095550814 0.016808216145659794 -0.020941408699842165 -0.019866273601055903 0.004061379034628762 0.08865292629175614
leaf_count=244553 7408 1123 14377 27 116 6984 421 47 4807 8181 2054 160 52 3284 696 3853 904 757 9196 1369 637 173 30406 271 12837 550 3787 936 1890 75
internal_value=0 -0.047362 -0.0411417 -0.127519 -0.132381 -0.0121471 -0.118815 0.167648 0.0181112 -0.0518671 0.0103845 0.469385 0.0786271 -0.00459053 0.103266 0.0380148 -0.300137 0.0992105 0.00092637 0.0870695 -0.102279 0.050818 -0.00295063 0.0031605 -0.101373 -0.117414 -0.0617368 -0.220544 -0.0258751 0.149639
internal_count=361931 55251 54128 14680 14653 39448 8209 1225 31239 15042 10235 276 16197 8789 5505 4809 956 1178 306680 11375 2179 1542 295305 258211 13658 13387 37094 6688 2901 1965
shrinkage=0.05


Tree=2451
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 1121 1154 973 1078 462 846 290 293 498 12 1308 206 651 1065 1002 927 858 588 81 773 60 1469 1350 637 762 1441 324
split_gain=17.2201 36.7782 25.9084 19.1541 18.9229 19.9216 20.1321 18.4962 29.0626 23.6445 25.3647 22.5191 22.5965 21.2061 20.4079 19.536 45.675 39.306 39.1993 30.6476 34.1481 25.9172 24.2743 23.571 25.739 25.9587 23.6577 25.0012 26.2308 33.7356
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 2.265446543733638 1.0000000180025095e-35 1.2409386801806084 2.3773680579807461 1.9321621796069277 -0.3021170497781272 -0.22707776701403007 -0.32384171687613111 -1.353166384175672 -0.95267385983381569 1.303403189393942 -0.4544222083218718 1.1107569744011787 1.0518754624258557 0.69854289147193727 1.0483613175537825 1.0825608069246189 2.250834115212506 -1.4772654754511259 0.3193537297520756 3.4231397208058323 -1.3460032622719822 0.2813380136017043 1.2679540145483112 -1.1769617767253704 1.7193014468115779 1.9327976829307019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 15 13 -10 -11 -12 -13 -9 -14 23 17 18 19 20 -17 -19 -18 24 25 -2 27 -26 -29 -30
right_child=7 -3 4 -5 -6 -7 -8 8 9 10 11 12 14 -15 -16 16 22 21 -20 -21 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.0067904943357068835 -0.0057884303509542377 0.00020772719774791364 -0.003937988327207354 -0.03228277672769761 0.0011644211884989572 -0.012588238439152763 -0.021706690004891616 -0.00018297434462539574 -0.021398892982006184 -0.015155136006041667 0.073725609986430019 -0.047447052728554595 -0.016704188300389177 0.04052123343238527 0.019338864420858966 0.0050885950138445171 -0.0052114633465114484 0.085429510745302348 -0.0098294109845122376 -0.01039129408622242 0.026964239613345532 -0.010436877225455769 -0.02185086029825432 -0.01261709101042628 -0.00263559363967138 -0.046306922983279805 -0.0025182578250034786 0.002625091863221849 -0.0057411900149625245 0.05099748299424154
leaf_count=3151 598 89389 53010 153 8249 8280 1874 5209 2146 1374 71 140 299 148 726 10000 2379 41 2591 1432 793 4108 1850 2089 17106 239 17620 119857 6880 129
internal_value=0 -0.0242596 -0.0716239 0.10567 -0.0859007 -0.104118 -0.0880557 0.00853751 -0.0905854 -0.233627 -0.0866865 0.161191 0.084106 0.0225781 0.188503 0.0133452 -0.0467267 -0.000501864 0.0513656 0.102248 0.140578 -0.196407 -0.25594 0.0221307 0.0247419 -0.337705 0.0269615 0.0364586 0.0462287 -0.0937404
internal_count=361931 164106 74717 3304 71413 63164 54884 197825 10113 4756 2610 1236 1165 5357 1025 187712 23194 18965 14816 12225 10793 4149 4229 164518 162429 837 161592 143972 126866 7009
shrinkage=0.0490196


Tree=2452
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 727 647 590 885 1038 677 521 728 859 1453 913 85 1134 1237 792 350 306 641 1109 912 139 7 990 846
split_gain=33.4484 26.6666 28.2656 30.2535 27.5013 26.625 26.2529 26.0331 62.4206 25.05 25.4132 22.9856 24.6814 22.4315 22.4002 21.7301 21.5249 21.2585 21.1925 22.0057 21.1278 21.0984 25.4268 22.8856 22.6768 22.4692 22.1227 22.7922 20.8963 20.7595
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 4.8263866747680533 -0.17630926381181156 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 -0.98545034728205338 2.1847129145757513 -1.0282579537198486 -1.3274107148674466 1.0445639817206116 1.4298092310842805 -0.87246257202899724 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 -1.3649002260363143 -0.84635152736077035 1.6307671772553987 0.87502240502720785 1.09266583130301 -0.53268848306471728
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 4 21 5 9 -5 8 -3 11 -11 -2 -13 -1 -8 -12 17 -7 19 -15 -18 22 -4 -24 25 -25 27 -23 -16 -9
right_child=1 7 3 6 -6 16 14 29 -10 10 15 12 -14 18 28 -17 20 -19 -20 -21 -22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012204587060685083 -0.00016084099278104703 -6.2094168416363611e-05 -0.00016563852207153855 -0.00011973963118386853 -1.887313329422819e-06 0.00020933289508041813 0.00050462853086358467 -1.7857440830112552e-05 0.0004501735959523311 0.001232864994068858 -0.00016439506070755014 -0.00012506007781304585 0.00011925572970572547 6.6829164523828704e-05 8.871340055165676e-05 0.0015597533577944357 6.2421711092815142e-05 -0.00020540178116946163 0.00023294389843227177 -0.00018813511425141725 -4.3066074898734564e-05 9.0763669157147212e-05 0.00018252768258857687 0.0013314446709138316 -0.00021866738679288746 -0.00046479570334270146 -0.00020311655553633708 -9.0018227509565418e-05 0.00039643659766659342 -9.7788797754958805e-05
leaf_count=3396 32143 4821 6553 1294 103001 733 993 29774 1384 102 239 5376 3479 21171 4111 28 13657 5248 3309 1683 26285 18137 2409 77 1585 62 1716 4012 1197 63956
internal_value=0 -0.0242219 -0.0121275 0.0383702 -0.0244352 -0.0578464 0.158027 -0.0606087 0.0861297 -0.112877 0.422595 -0.121376 -0.0219812 0.0523979 0.212889 0.0686661 -0.0249764 -0.156887 0.0725625 0.0498168 -0.00726852 0.010001 -0.0749674 0.0551633 -0.145191 0.699839 0.044468 0.0616208 0.160931 -0.0723451
internal_count=361931 332372 232437 42146 190291 87290 7595 99935 6205 41367 369 40998 8855 29559 6301 267 45923 5981 26163 22854 39942 34551 10686 4133 1724 139 23865 22149 5308 93730
shrinkage=0.000980392


Tree=2453
num_leaves=31
num_cat=0
split_feature=181 597 1244 1104 773 766 1400 704 131 699 9 699 797 854 710 332 576 560 775 252 1193 74 984 362 844 1106 291 285 848 967
split_gain=16.8997 18.0417 18.8509 17.7958 28.1472 23.9447 23.2164 25.3085 23.4797 26.4767 22.8443 22.6759 23.4515 33.8296 33.4984 23.43 22.0608 24.7184 26.4228 21.3928 21.2196 22.7153 21.0616 23.5061 26.0221 29.5985 24.6949 21.4888 21.5686 20.8771
threshold=1.0000000180025095e-35 3.1596628491584919 -2.0027994516645182 -0.40355973487886226 -0.23122430251564846 0.92358719988156901 0.21063363328578363 0.02678487484772725 1.1426765061962938 2.17725212626909 -0.84343316653379785 1.0757869465291681 1.0000000180025095e-35 -0.87473648844905705 -0.131236467602071 0.65944866827063242 -1.0855892681250701 1.624162733529299 0.7916848782171112 4.0491599997098691 3.1138249746050395 0.33097146963235474 -0.74722912643867712 0.25610497853425607 -0.19170654704143836 0.94527787112963002 -1.1632924561711395 -0.94146812991772222 1.3095501310749753 2.7427154674634653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 -1 -10 -7 12 29 -14 15 20 -6 22 -19 -13 -15 -22 -18 24 25 -24 -25 28 -26 -5
right_child=1 -3 -4 11 16 10 -8 -9 9 -11 -12 19 13 14 -16 -17 17 18 -20 -21 21 -23 23 26 27 -27 -28 -29 -30 -31
leaf_value=0.006992903273977392 -0.030054121134625526 0.021734475383244488 -0.0019084326297692281 0.002217621390554906 -0.0099039655234124373 0.0053413757749596865 -0.0027518338674061937 -0.0012416588276119838 -0.01013031808126523 0.05431310437143802 -0.0056494985903799699 -0.0022182193289209569 0.0074795172380256354 -0.0056629183288548681 0.0025937024730757758 0.001640401903591942 0.0041222436873430846 -0.01356183428475964 0.0083228744102232244 -0.049445598501125246 0.040707745134077863 -0.024888391416730216 -0.0036364411450456936 -0.014136613475340329 0.0061439063674866489 0.0090994437624382814 0.0031068850777015186 -0.0097552688984803328 -0.039818901069225303 -0.011175931454840696
leaf_count=17422 503 319 74344 105891 5174 3098 9240 8284 1494 74 11590 24240 4579 25409 15003 5966 6912 3613 714 103 239 103 9348 1364 1593 2434 11071 10073 129 1605
internal_value=0 -0.0401451 -0.043324 0.00230341 -0.0221955 0.0174145 0.0476262 0.0795625 0.124912 -0.145829 -0.0679742 0.0155741 0.0250252 -0.0155353 -0.035384 -0.0775756 -0.0591447 -0.0444676 -0.206787 -0.0520033 -0.112398 0.483426 -0.0276761 -0.0499272 -0.0909116 -0.0160287 0.0333383 -0.166194 0.0623163 0.0435877
internal_count=361931 75166 74847 286765 103627 51202 36514 27274 18990 1568 14688 183138 158795 51299 46720 31717 52425 47251 4327 24343 25751 342 42924 36012 23577 11782 12435 11795 1722 107496
shrinkage=0.0471161


Tree=2454
num_leaves=31
num_cat=0
split_feature=50 56 266 1450 1358 1470 1023 153 1115 832 1091 976 71 300 1469 208 1392 1118 432 71 707 462 1286 1452 1392 492 1470 202 150 213
split_gain=16.8888 29.5128 23.2897 20.5486 24.0383 26.2917 30.9062 23.1285 25.1185 22.3497 21.2627 22.0507 20.9613 20.8705 19.9598 22.1653 21.4717 20.9731 19.9834 19.514 19.3877 19.1984 20.7343 21.9312 20.0377 20.6052 27.188 19.7427 21.2716 21.3248
threshold=1.0000000180025095e-35 0.58160213896575708 1.8774517785392637 0.2851047416766056 0.48172645892998917 0.78209301887286675 2.9333578212263807 0.36402193961508883 -1.6295197869868179 -0.44056361313177178 3.6911952901109291 -0.9376158752745799 -1.1450090315079013 2.2014203740745071 -1.1374964112163577 1.8764545088323688 1.1388545155042855 1.3959793138996577 -0.48637976174748138 1.4735049029802862 -0.96201409155804452 1.9321621796069277 1.8566435897555933 1.0000000180025095e-35 0.42515635607479496 2.186554446719303 0.6598840461722365 0.56345046278266753 -0.9244276326628319 -0.12313490158363079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 4 5 6 12 8 -6 -8 11 -10 -3 14 15 -5 17 -16 -18 -7 -19 27 24 -24 -23 -26 -27 -1 29 -29
right_child=-2 3 -4 13 7 19 9 -9 10 -11 -12 -13 -14 -15 16 -17 18 20 -20 -21 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.00091255545622646276 0.00040899908298765056 -0.0096751956059513596 -0.0099401578223162826 0.012038138629794555 0.044636260700588591 -0.0076803069137702674 -0.055451442040063019 0.014814599171767709 -0.015341837947900207 -0.0026921325300597919 -0.055081744844079794 0.0055842675504471318 0.0049484646198244813 -0.024901963951769607 0.0004423397296492775 -0.048632284457036316 0.00559268328292297 -0.050552003321297868 -0.026604505201395148 0.016623838516222799 -0.009553477630988674 -0.016224159210254798 -0.0090986215303894072 0.054683170857397274 -0.0022279341654457994 0.16221530674880963 -0.058225760524991475 0.010346237347144493 -0.0093881928880735089 -0.010319405449139113
leaf_count=97427 197382 1517 7654 1310 194 4862 149 2793 657 160 64 3939 13436 468 6239 75 285 163 763 390 627 4214 168 108 1873 28 23 2507 10687 1769
internal_value=0 -0.0240485 -0.0454348 0.0273552 0.0575745 0.0172601 0.0630585 0.159669 0.0655266 -0.573695 0.0367775 0.0551287 0.078523 -0.0588536 -0.0366585 0.192608 -0.0812382 -0.0356583 -0.369363 -0.119848 -0.366827 -0.0378235 -0.183845 0.441557 -0.222498 -0.00697794 1.85362 -0.0305615 -0.129472 0.0492583
internal_count=361931 164549 126458 38091 28161 20514 15262 7647 4854 309 4660 4596 14953 9930 9462 1385 8077 7029 1048 5252 790 118804 6414 276 6138 1924 51 112390 14963 4276
shrinkage=0.0480584


Tree=2455
num_leaves=31
num_cat=0
split_feature=21 1462 984 1449 1467 1465 1449 1391 1452 703 1322 813 765 1398 1459 705 212 497 1470 896 789 921 1105 982 968 981 1452 1465 1037 486
split_gain=16.4857 21.8164 18.0356 28.0617 23.7104 25.8927 22.8214 21.908 20.9127 21.664 20.7091 20.4284 20.3519 19.2381 19.2153 18.8334 32.385 26.1655 28.3804 24.6341 26.8074 31.6321 30.1021 24.7778 23.5114 23.2492 22.9958 38.796 23.7765 24.9343
threshold=-2.9709283393608152 0.64216061943476632 0.78807280703509652 2.6682367991512277 4.5114904631235966 -0.65327714863568986 1.4497954797158366 0.50960864707152231 -0.38490958654951546 3.3139509488172876 -0.65813724186313982 0.44561103650162237 1.9055793309111257 0.34919783211471234 1.2659885913983882 0.3847065924170836 -1.5492487724389106 -0.6043769437354064 -1.2599794927054064 0.73822046824604237 1.1248358748350926 0.62154522891879982 0.81860877239010665 3.2926812086428403 1.3978176814517393 2.2498806313446331 -0.58911782507014421 -0.23500880686833706 1.2765709613807161 2.1542640154008819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 5 -4 8 -5 -7 10 -10 -9 15 14 -8 -2 -17 18 -18 20 21 23 24 26 -23 -22 27 28 29 -19
right_child=2 -3 3 7 -6 6 13 11 9 -11 -12 -13 -14 -15 -16 16 17 19 -20 -21 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.029839772287627311 -0.00056412692220357389 0.023152085859811523 -0.0071671778205531266 0.0030890866904808014 0.033116612972370681 -0.0041066323088096148 -0.01729551507471495 0.044745366941827486 -0.0062389335545288121 0.098457926110468802 0.0038405954572522938 -0.019449823634861658 -0.0045260136403966434 -0.039899025425563839 0.022618128604916573 -0.015441744079824538 0.010635072282566443 0.010526600851743964 -0.0022387820385480878 -0.0021583430183621847 -0.0037580010096671477 0.0089999571382117765 -0.0055053011302694712 0.034995622890740312 0.023700388879791357 0.023983092943005289 0.0012178263105634419 -6.2284060773367664e-05 0.02875144673278663 -0.026375345581896033
leaf_count=147 171692 659 17766 793 195 15323 727 321 4339 24 14845 66 13375 461 187 1893 2242 6932 32676 12232 7650 8677 1501 298 1437 312 37632 6482 801 246
internal_value=0 0.314733 -0.0052768 -0.0473987 -0.0570201 -0.0608718 -0.0239865 0.283811 -0.0114654 0.0408846 0.0374249 0.680747 0.00122499 -0.333887 -0.152393 0.0051134 0.0261013 0.0301295 -0.0256128 0.0499202 0.065039 0.0804563 0.181271 0.0568373 0.222242 -0.0504326 0.0532574 0.127597 0.228094 0.18738
internal_count=361931 806 361125 55047 53867 53672 35906 1180 34531 19208 19184 387 306078 1375 914 292703 121011 119118 34918 84200 71968 64006 11615 52391 10114 7962 52093 14461 7979 7178
shrinkage=0.05


Tree=2456
num_leaves=31
num_cat=0
split_feature=1022 1016 1442 968 1174 1438 498 8 495 609 389 690 843 497 491 582 1383 215 1218 1470 628 915 282 45 911 738 420 792 629 866
split_gain=16.4109 36.4457 27.1192 25.5355 22.1118 21.887 22.9702 22.4319 21.6214 21.5898 25.8527 25.2047 27.5189 21.4033 20.8255 20.7631 20.5201 20.3623 20.2989 27.4628 20.077 22.8365 19.6297 21.3394 19.4966 20.66 19.7621 19.444 26.4344 26.6401
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2625182715263061 0.26805740347948787 0.07003170332684415 0.73556760293882195 2.1953858096103978 -0.94689410774309313 -1.2755033038530164 0.98843275535716713 0.87707395870045979 0.52375386964373727 -0.88468260252005326 1.7994569942083281 0.92904334446183701 -0.49654814501204031 0.83832108141672534 0.75068088866363136 3.9048232315577729 1.2078533108621594 1.6526378436715372 0.35539985303639915 -0.54679204109456891 2.0672121897419058 0.53589373543328311 1.9295056354574502 -1.6691535061187051 1.0000000180025095e-35 1.0065592386882944 0.5880156106821478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 5 6 7 22 -5 11 14 12 -10 -9 -11 -6 -1 -7 24 -20 21 -14 -4 -24 25 -3 -26 -2 -29 -30
right_child=27 18 3 8 15 17 -8 13 9 10 -12 -13 20 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 26 -27 -28 28 29 -31
leaf_value=-0.013853808812371469 0.0017959509988021501 0.0015126090089494883 -0.029590043405157682 -0.030530335617531081 -0.017157913442482624 -0.012500536425010393 0.020950626317056603 0.00050378564025387897 -0.010219295501274036 -0.003820669704107832 -0.021945950767958741 -0.0042158616090935026 0.012453046944409083 -0.055644156522838155 0.025761758741711518 -0.0054755516866888095 0.0010786161160854521 0.0063899556775254551 0.033214587598443333 -0.046393514162826305 -0.01398117936106243 -0.002123508660416959 -0.0065508452422369358 0.10059956656655585 -0.036450153227782729 -0.0089171898855066999 -0.0024723618094134275 0.00028465746042394339 -0.006448406776723219 0.0040754085401716756
leaf_count=13070 81345 65424 1274 514 5266 6450 671 17144 1720 4078 993 4993 7730 112 307 8425 2546 1018 355 61 711 2302 1440 25 310 3052 21266 90913 15181 3235
internal_value=0 -0.0226305 -0.0681862 -0.0499229 -0.0923009 -0.0515537 -0.00964237 -0.0273583 0.0133046 0.0223663 -0.108098 0.0662667 0.125611 0.00269803 -0.0257573 -0.187407 -0.205734 -0.182291 0.00592103 0.461234 0.16683 0.191834 -0.284295 -0.0744537 0.00333278 0.0223347 -0.0565727 0.00927386 -0.00994527 -0.0865752
internal_count=361931 171257 80789 65173 41825 28134 20666 19995 23348 22834 5378 17456 12463 17256 4385 13691 15616 7468 90468 416 10743 10032 2739 1465 90052 68476 21576 190674 109329 18416
shrinkage=0.05


Tree=2457
num_leaves=31
num_cat=0
split_feature=1371 1160 209 1042 1109 569 638 578 205 76 785 1465 1452 1108 1458 1462 21 77 485 1459 283 1119 908 223 21 683 1467 1458 1457 1459
split_gain=16.2857 19.511 22.1706 18.3674 17.9392 21.3184 18.6241 17.8927 17.8418 17.6204 17.3678 19.217 22.5581 19.4862 19.5935 23.2063 20.9196 21.939 22.3669 20.3755 18.1105 21.9935 18.8135 18.6547 17.8525 26.5081 25.8829 32.7495 60.3215 42.8238
threshold=3.4357416210103824 1.0000000180025095e-35 1.2739501719214241 2.7122080938441409 -0.45953692806705942 2.0846639245838667 -1.0000000180025095e-35 1.8517742352982574 1.3370782873026934 1.6895109702674962 -0.86283290253235112 -0.41120921193798426 -0.63504016340352343 0.47654586786918468 -0.20054163340307427 -0.19885837063566666 1.189441983669046 1.2008546125526414 -0.48614825091218666 -0.26793547271153983 -0.70284305890115262 -0.29161794690097564 0.76192059619318753 0.97608271013795 -0.70163543588998201 -1.3831318875547542 -0.31819417591303473 -0.71693843586677841 -0.53261076674369845 -0.34268225306316674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 5 -3 -7 8 -6 -4 11 12 -1 14 15 16 17 20 -19 -18 -14 -22 -23 -24 -12 -26 27 28 -27 -30
right_child=1 2 9 -5 7 6 -8 -9 -10 -11 24 -13 13 -15 -16 -17 19 18 -20 -21 21 22 23 -25 25 26 -28 -29 29 -31
leaf_value=0.0072585255966925487 -0.019656504856740191 0.0027491893935052067 0.024768887187215659 0.091434562505311082 -0.027951838620444855 0.0094013081221460872 0.19939752784158882 0.049834203901780394 0.034246958488103642 0.14553955324523912 0.0011060430992566503 0.0046367847138207487 -0.0028194064773987238 -0.013735655539544964 0.005398104988099936 0.007614623982949419 0.024696992876343957 -0.048948558220831662 0.035491356528297012 -0.01827924379117829 -0.049413372507914506 -0.025557164510214777 -0.0022686789333151679 0.091672409177866343 -0.0040470640254783689 -0.0060830808722221689 -0.0016163716329668618 7.443798368608378e-05 0.0029876165981933462 0.017832539732537078
leaf_count=2911 2369 859 205 29 993 21 21 64 63 20 89371 17837 510 1932 2930 970 331 47 168 216 396 879 154 26 39883 4038 106982 78353 4637 4716
internal_value=0 -0.174284 -0.0143152 -0.109485 -0.14279 0.141606 2.13099 -0.368281 -0.452296 0.70922 -0.00261512 0.0479354 -0.0217341 -0.0778237 -0.0229482 -0.129065 -0.234947 -0.331788 0.330497 0.146722 -0.405166 -0.532932 -0.370547 0.239746 -0.00786771 -0.0179145 -0.00843845 0.019643 0.121359 0.213771
internal_count=361931 4644 2275 2050 2021 901 42 1120 1056 225 357287 29307 11470 8559 6627 3697 2727 2180 215 547 1965 1455 1059 180 327980 238609 198726 91744 13391 9353
shrinkage=0.05


Tree=2458
num_leaves=31
num_cat=0
split_feature=785 728 1431 771 647 590 727 784 921 727 284 730 923 563 775 783 514 761 345 14 78 1047 356 859 1469 275 1001 1188 838 152
split_gain=35.9306 27.2288 26.373 25.8671 25.232 61.0614 23.1824 22.3531 26.0593 38.4935 21.6052 20.7824 26.4825 26.5534 26.2982 28.6432 25.7661 24.5681 24.2886 23.0917 21.6268 26.4467 20.7263 20.5321 20.3759 30.1768 19.9387 20.8529 27.2844 22.2307
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.4820751525130569 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -1.4950250354433621 -0.33215574005720661 -0.86449023226567734 1.9757293484619793 -1.2713275589443442 1.1155635910225459 1.2394703555346365 0.29130569890478569 0.32990501259694921 -0.062135439933259484 0.049548114110691183 -0.93419265491864134 -0.88459116152366701 -0.98545034728205338 -1.3263328046252252 0.4022431516292117 -1.1395296580871312 1.633571908596829 2.0251648413875682 -0.72688877092785975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 5 -3 -1 -2 10 -10 -9 14 17 18 -12 16 -16 -13 -14 -17 21 -21 -7 -11 25 -6 -4 -28 29 -29
right_child=1 4 26 -5 24 22 -8 8 9 23 11 12 13 -15 15 19 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.2041687148200901e-05 -9.9579292819564203e-06 -6.2552909547389127e-05 -0.00029502525154816991 -0.00016569322679440545 0.00080041009370662231 -0.00022681610411413395 0.00010785076824797592 -0.00030066624140847361 -0.0001966706456173696 0.00053303457895719181 0.00040333377400370767 -0.0003484360948476106 -1.8809401524621646e-05 0.00079924049469262605 5.0551153558123043e-05 -0.00016021400867095403 0.00046470635371484757 0.00075500648335917291 0.00026880580972688542 -0.00046973454800301517 -0.0001335358910034873 0.00016138864724914707 0.0005369014085163901 0.00018171965246544886 -7.3447512048723358e-05 -0.00049033298022532691 -7.2796909087164053e-05 -0.00041443268647315063 0.0016640998344340102 0.00027756108568871118
leaf_count=12551 157544 4821 2805 4703 244 198 17008 1202 1098 902 733 107 4524 201 5328 6925 753 412 1746 380 2673 3476 1186 4580 93376 110 30759 376 61 1149
internal_value=0 -0.023634 -0.0114063 -0.00225548 -0.0604105 0.0840816 0.0558208 0.00165076 0.0504376 0.169341 0.0214529 0.0322834 0.131854 0.0922279 -0.00318232 -0.0178 0.104931 0.564231 0.0662891 -0.0734771 0.0155595 0.113899 0.453057 0.239553 -0.0719684 0.422091 -0.0748289 -0.059438 0.202943 0.139265
internal_count=361931 332372 232437 197287 99935 6205 29559 192584 35040 6580 28460 27258 6990 6471 20268 19535 6081 519 6270 13454 6529 3856 1384 5482 93730 354 35150 32345 1586 1525
shrinkage=0.000980392


Tree=2459
num_leaves=31
num_cat=0
split_feature=1423 1457 1453 1468 1458 1465 1460 1460 1464 1459 1452 1459 1468 1454 1452 1452 1468 1456 1464 1452 1449 1449 1467 1464 1454 1459 1454 1463 1449 1465
split_gain=16.1624 20.1888 23.9829 26.9252 26.4928 38.7247 47.2192 57.5806 34.7127 45.1107 57.6378 45.0268 58.2967 47.7376 48.4683 42.0941 40.8804 40.7316 38.0352 37.5284 37.0211 36.3034 34.1448 33.9397 32.1487 37.7598 38.5922 40.0038 39.8083 36.2291
threshold=1.0000000180025095e-35 0.68635126017805159 5.5477399240790328 3.1346140230296107 0.20667703603638712 -0.41120921193798426 0.74209976395475563 0.77863929375092356 -0.41753453153697401 1.2659885913983882 -0.41063461137129087 -0.088205869773288079 1.8034839195215984 -0.95790485680940063 0.44309789267733452 0.4574370156891629 1.1791907087599831 2.7040346601522836 0.020652577133266702 -0.16089806472507856 -0.68447756783004043 1.0061513693100783 4.1209713034531967 -0.42340888693973067 -0.77574368866889332 -0.29335017616020637 1.0692506903199488 0.067148399785659021 -0.27114888714012447 -0.27106818942133887
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 22 8 -8 11 17 -11 16 13 20 19 -16 23 -10 -12 21 -13 -15 -1 24 -7 26 27 -26 -28 -27
right_child=-2 -3 -4 -5 -6 6 7 -9 9 10 18 12 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 29 28 -29 -30 -31
leaf_value=-0.0031672906615914575 -0.0018611274496234799 0.0021901197022765463 0.016490659432146421 -0.011059838880491191 0.0018725315446219267 -0.015310588788263945 0.059229626744657204 0.0053396697159225279 0.0022454911666942058 0.0086993415200282559 -0.062709116035766371 0.045628994117929866 0.036178976298502197 0.0020467391631139717 0.064941095426274506 0.0081187509198653134 -0.029581601612055797 -0.016432625144891928 -0.018058063118936381 -0.015539960065572201 -0.017369753773729742 -0.032862154313976537 0.041084059266194232 -0.057296814869302555 -0.0033095989024424168 0.0075324140877963738 0.013979129657209686 0.011030911540670025 -0.034794997733981016 -0.020327496235738526
leaf_count=72123 74863 48200 916 2954 55087 3978 215 14100 55660 884 277 384 517 5764 125 2280 1050 1500 1330 3240 181 393 170 204 7015 712 337 3757 743 2972
internal_value=0 0.00314258 -0.00579914 -0.00736597 -0.00459527 -0.0186754 0.00855935 0.127531 -0.0110399 0.0218919 -0.270173 -0.0716668 0.033496 -0.000347132 -0.0337161 0.246521 -0.14163 0.0356011 -0.525079 -0.11189 0.612899 -0.00612894 -0.0616554 -0.117543 -0.1083 -0.0627924 -0.0015188 0.0397888 -0.424432 -0.280477
internal_count=361931 287068 238868 237952 234998 179911 107618 14315 93303 59651 2491 33652 12884 12367 11802 2405 20768 57160 1607 9397 565 6157 72293 19718 19514 15536 11852 10772 1080 3684
shrinkage=0.0490196


Tree=2460
num_leaves=31
num_cat=0
split_feature=1368 1466 1467 1467 1454 1450 21 196 1450 652 360 1463 718 651 213 892 691 583 485 1022 218 844 557 475 1189 211 1420 1467 497 479
split_gain=16.2693 24.2906 26.9959 26.0514 32.6776 24.506 24.0564 22.5322 22.1556 21.5801 22.4335 21.739 21.9561 32.4754 33.2966 29.7672 28.9689 29.9775 33.2456 27.6667 28.9874 28.5998 26.0025 25.6897 24.3956 30.3394 26.1133 24.7632 24.3792 38.6854
threshold=1.0000000180025095e-35 2.8104277349532114 0.93983897453997123 1.4788072840855835 0.67485211051868899 0.58910982291428715 0.81122649975724037 2.8514829508106252 0.65409016230270667 -0.98896428961744431 0.28615364711121272 1.2337315408238476 1.0159173274103563 1.1107569744011787 1.6434380905997623 0.59794297480505565 -0.822322502262813 -0.55326332990463356 0.52306328833348981 0.67527595557081987 1.6697687690770209 3.0589350061220624 1.8065900336104292 1.3178422683400421 3.1007877144379763 0.5288912789861745 1.0000000180025095e-35 4.808695702623436 1.9703080013679652 0.79973094156546287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 6 -5 -3 -4 -2 -7 10 -1 12 15 14 16 22 -14 18 -18 21 -21 24 28 -20 27 26 -26 -17 -11 -30
right_child=7 2 3 4 -6 8 -8 -9 -10 11 -12 -13 13 -15 -16 19 17 -19 23 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00051555032390905478 0.00087875807538420809 0.0031464424948744415 -0.03555464012371122 0.030846233245066104 -0.0058242601126264511 0.070560974825444697 0.038936587839711961 -0.011336712300103609 0.019299673588151 -0.0020191257851673362 0.006443392361218667 0.0024523652417534959 -0.0026905613603230884 -0.0087703229342244709 -0.013812966689651674 -0.01229262787128157 0.0065496909608390441 0.0025515548194805951 0.015401494369568195 0.0040591992400980728 -0.041339699449217532 0.025997898296237804 -0.009330361373014396 0.042898826335467696 0.0049123448750571959 -0.035906703444224204 0.096829813201436077 0.047713737441966234 0.010135064876874255 -0.011199496544263511
leaf_count=17609 143635 1585 463 384 1094 95 46 2305 1270 106101 8907 16165 7199 3976 1724 15988 3682 11017 1135 3682 250 317 6728 571 97 119 89 68 4160 1470
internal_value=0 -0.0174804 0.13345 -0.0650008 0.0739414 0.26463 -0.51934 0.0142633 0.459239 -0.0217475 0.0388087 -0.0314633 -0.040006 0.0179244 0.0494778 -0.0532694 0.0718127 0.125654 0.259648 -0.148616 0.030278 -0.202498 -0.0398425 0.50061 -0.220445 0.509128 1.05999 -0.235981 -0.0311499 0.106077
internal_count=361931 215991 4937 1987 1478 2950 509 145940 1365 211054 26516 184538 168373 29304 25328 139069 23604 16405 5388 20610 3932 16678 118459 1706 16361 305 186 16056 111731 5630
shrinkage=0.05


Tree=2461
num_leaves=31
num_cat=0
split_feature=1357 954 1303 280 142 633 1178 560 912 1438 428 652 15 1450 690 1390 498 1122 224 411 1176 286 421 833 219 1394 897 1390 2 1400
split_gain=16.0344 27.131 21.53 21.3858 22.569 22.5809 32.9671 20.7232 22.4521 20.3595 20.2551 24.4455 22.6592 20.0864 19.9694 22.6751 20.0537 20.8875 19.2205 24.4463 19.1352 21.0891 18.9921 19.6183 18.8306 18.8029 19.2698 20.5129 18.6674 20.4587
threshold=1.3962008022525787 2.2664990475867119 1.7160994611581364 -0.25229325609022396 -1.1155414184294721 -0.077421167020398488 -0.82593005202705549 -1.4424485105623515 -0.90837737039472899 1.0000000180025095e-35 -0.68788648655711215 -0.55024281929118113 0.48124116360906094 0.27262452905359075 -2.505024617274985 -0.11861098808803469 -0.76808338171496626 1.208462628238625 1.6267595636453487 0.9694329222677277 0.79090515507629788 0.88495000752588726 -1.6172246360325038 -1.523805205625911 -0.68190183240232749 0.9937395958248213 0.19994016592789052 0.91667480921927258 0.38947341682765785 1.3126361790732564
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 10 5 7 -7 8 -5 -6 22 12 25 -3 15 -1 17 -17 -13 -20 21 -8 23 -2 -25 26 27 -12 29 -14
right_child=1 13 -4 4 9 6 20 -9 -10 -11 11 18 28 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.020430818898150606 -0.047924784761061649 0.0092850562148166036 -0.017005516828315706 -0.037908184519074642 -0.0022846447587335219 -0.023396341116471455 0.048287538417125027 -0.011010437789282269 0.074293405087287434 -0.011556144632343281 0.013218989574853086 0.0011219944898408314 0.006673126921886147 0.063627220431541634 0.00011468409279537261 0.011387718505600839 -0.011883443867155863 0.089463210567862494 -0.041287921661510602 0.025959678950947609 -0.021737438830642462 0.132364356129762 -0.0078925715666457123 0.077050613661564182 -0.065634222404371265 0.028363647067451318 -0.018916603588818692 -0.02966810145470512 0.046227516469330335 0.066106131629173712
leaf_count=1385 47 281 2116 60 7981 89 113 617 115 8796 1071 5682 515 92 325320 440 646 52 387 106 38 56 4378 101 22 333 520 196 303 73
internal_value=0 -0.0577333 -0.0667745 -0.0513841 -0.11664 0.246294 0.796133 -0.0102481 0.875396 -0.142159 0.0178487 0.0782791 0.241036 0.534146 0.000799506 -0.212278 0.0416274 0.404023 -0.0141929 -0.51463 1.30446 1.60522 -0.128083 0.729511 1.19161 0.104231 0.00413878 0.155224 0.522494 0.29188
internal_count=361931 34088 33715 31599 17865 1088 296 792 175 16777 13734 9186 3011 373 327843 2523 1138 492 6175 493 207 169 4548 170 123 2120 1787 1267 891 588
shrinkage=0.0490196


Tree=2462
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 859 727 1022 1016 885 1038 771 1453 982 913 85 792 138 567 361 1469 275 350 306 641 1109 718 934 589
split_gain=32.6211 27.1223 27.7778 62.7922 26.7944 29.6487 24.8899 24.2308 24.1057 24.3238 25.6716 24.6678 21.7712 21.661 21.3698 21.3573 21.5112 21.1555 20.7884 20.7419 23.7929 20.5942 30.39 20.584 24.9069 22.6918 23.2784 22.6358 26.861 25.9777
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 -0.98545034728205338 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 1.5773296200199145 2.1847129145757513 1.7621802667917166 -1.0282579537198486 -1.3274107148674466 -0.87246257202899724 -0.66589746355812018 -1.7658299547505127 -0.51569528722577385 -1.3263328046252252 0.4022431516292117 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 -1.3649002260363143 1.7690287660176487 1.0000000180025095e-35 -0.78482993737865692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 8 23 -7 -1 9 10 12 -12 19 -13 -8 16 -11 -17 -5 -2 -21 22 -4 24 -6 -26 -27 -25 29 -29
right_child=1 2 21 18 5 6 14 -9 -10 15 11 13 -14 -15 -16 17 -18 -19 -20 20 -22 -23 -24 27 25 26 -28 28 -30 -31
leaf_value=-1.6661780979856538e-05 -0.00050412312927685245 -5.7075831820779024e-05 0.00080446294109471695 -9.3645838626335478e-05 -0.00016362983833300945 0.00044172432069984694 0.00012924742670839638 0.00010591727562234648 -1.7642689800830447e-06 0.000214575043874 0.0012295800412095643 -0.00014831557502251262 -0.0005606992943207929 0.0015690753893841248 -0.00047780421433885392 6.4639410803429606e-05 -0.00020324155086596583 -4.1027586904301755e-05 0.00057089507750964191 7.8405131852904895e-06 -0.00013813996848878346 -7.3430996873301375e-05 -0.00049038888730819059 7.3317426670315379e-06 0.00018190506754631145 0.00069916458859196017 -0.00021907116501591385 -0.00010021970446840733 -2.2881007459566557e-05 0.00036791048909541401
leaf_count=12551 1461 4821 244 254 6553 1153 6164 17008 103001 733 102 239 854 28 278 13657 5248 26285 1130 11451 27232 93376 110 18391 2409 139 1585 723 2193 2558
internal_value=0 -0.0230902 -0.0598119 0.0920118 -0.0108803 0.0383177 0.156897 0.0526247 -0.0228773 -0.0542131 -0.106942 0.434551 -0.115592 0.085304 0.107177 -0.0227831 -0.154334 -0.005128 0.466546 -0.106748 -0.0971299 -0.071933 0.424692 0.0102236 -0.0737715 0.0550629 -0.144611 0.044283 0.164422 0.283586
internal_count=361931 332372 99935 6205 232437 42146 7595 29559 190291 87290 41367 369 40998 267 6442 45923 5981 39942 1384 40144 38683 93730 354 34551 10686 4133 1724 23865 5474 3281
shrinkage=0.000980392


Tree=2463
num_leaves=31
num_cat=0
split_feature=470 464 678 330 1382 1043 1376 1185 785 115 841 43 1454 570 1173 704 1465 1114 1312 1257 346 1470 741 1465 354 1184 215 500 1035 632
split_gain=35.5279 56.7017 29.6182 33.3603 34.3779 26.2764 29.0941 25.9639 25.704 25.6266 23.8679 23.8324 27.5144 23.6949 23.6008 25.7546 25.7788 32.749 25.6143 23.1252 23.7059 23.0658 23.0494 22.6667 22.4793 25.9315 23.3051 22.707 22.1855 22.0087
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.44542865074340127 0.081171891487753292 1.0092399748889116 1.0000000180025095e-35 -1.0377741550403357 -0.86283290253235112 1.3947035982071894 1.1672291848996961 1.0000000180025095e-35 -0.80169152520006459 0.011654419542863202 2.437247391288011 1.4574846684037308 0.18254151478801925 0.30769030765026967 -0.67546338385382987 0.6178525444944365 -0.44596748546500681 -0.67653020368304262 -0.65696253498209489 -0.37397528326808382 -0.95507959415204147 -0.53066036875569089 2.4055442251654937 -1.5632220486726436 0.90386416411822157 -1.5382539029119664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 10 5 19 6 7 -4 -3 11 14 12 -1 29 24 16 17 -16 -19 -5 -21 -18 23 -7 25 27 -27 -2 -24 -8
right_child=2 8 3 4 -6 22 13 -9 -10 -11 -12 -13 -14 -15 15 -17 21 18 -20 20 -22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00022892434519282962 0.0009014859478317116 0.00010985993773986496 -0.00017781761202080584 -3.3926203277516741e-05 0.00017209146346137532 -4.8886615169091163e-05 -0.00034706563683465014 5.9635420035550606e-05 -2.3604810858558188e-05 -0.00027606705592319024 -0.00012944558077864347 -0.00020064302298703846 -4.8603173644699451e-05 -0.0001505598120152517 0.0002116188054925535 -0.00061311726551132174 0.00036619635047458469 -1.501568806585073e-05 0.0012588465240432206 0.00030452848047441355 2.3311535086532545e-05 -0.00049234398330707727 -5.1519264714729845e-05 -0.00034394989147305832 -4.197579987731185e-05 -3.7161186405720516e-05 0.00058368510483819327 0.00016484515898876784 0.00037619094802265304 2.0832658328859146e-05
leaf_count=7538 203 6813 2490 10540 10833 1964 1078 38370 82952 8797 11227 14980 49499 8102 831 190 281 122 356 2023 3226 367 6775 2325 63086 7689 255 4163 549 14307
internal_value=0 -0.0474351 -0.000729289 0.0228892 0.0860986 -0.000496251 0.0168227 0.0487403 -0.01207 -0.105035 -0.0326762 -0.0913273 -0.0699258 -0.0489155 -0.0182788 0.222494 0.299191 0.486856 0.984671 0.0230293 0.13529 -0.0790261 -0.0925952 -0.211202 -0.0250049 0.064021 -0.0129429 0.206579 -0.0180663 0.00104235
internal_count=361931 170579 191352 102582 26622 75960 64347 40860 89765 80814 88770 72017 57037 23487 77543 2147 1957 1309 478 15789 5249 648 11613 4289 75396 12310 7944 4366 7324 15385
shrinkage=0.000980392


Tree=2464
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 853 766 20 1186 69 1227 1174 1148 85 567 284 1058 140 18 701 1380 839 1116 630 347 1262 60 1318 1383 1145 830 77
split_gain=16.1828 33.7599 28.5442 20.2173 23.2387 23.3271 22.4335 24.9988 21.5727 20.7851 20.1746 20.0104 20.9643 19.7014 19.1513 21.7951 21.6278 20.9109 19.0482 20.3299 25.268 18.7061 18.6826 18.6041 18.495 22.2533 21.8013 22.7546 23.5864 22.8606
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 1.0000000180025095e-35 -1.3601211277065837 -0.5488664643169856 0.38420910328338342 -0.14829997966449268 0.45217487547399066 -0.94036380994999624 3.073785392405322 1.22318372762798 1.3980950485175831 0.65112205315559113 1.0000000180025095e-35 3.0021083230003458 -0.89703706651895343 -2.087679429613881 1.1786622210472475 -1.5383933460251928 -0.63715347681972434 -0.097888697394871063 -1.8506937933069572 1.8514057114434455 1.0000000180025095e-35 0.73059863768555144 0.47067533102199705 1.0097750263760514 1.7240605505214324 1.1792756756321745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 10 7 -4 -7 -5 14 12 13 -9 16 18 21 -18 -16 20 -20 -6 -23 -8 26 -26 27 -3 -29 -30
right_child=-2 24 3 9 5 8 23 11 -10 -11 -12 -13 -14 -15 15 -17 17 -19 19 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.003393347937777185 0.00043605700640440723 0.00033583252571887744 0.00070436107025656947 -0.01398171992495045 -0.043863552895195626 -0.012824576055619622 -0.035808941501966007 0.07331591257942989 -0.0048516652095480523 -0.00092104287741695209 0.039019871728640396 -0.055983075615118595 0.20361568824134799 -0.012496818213483215 -0.012643347238543127 0.096289699724954381 0.090739279332070683 0.00496210263004277 -0.022741177395024424 0.0027926038983616288 0.13684659227373289 0.1342388248752579 -0.0055614273065922211 0.092810576335885436 -0.001608602909972117 -0.014551275023348662 0.0037768198656607244 -0.009838925433247464 0.0089687810658326365 0.094381122155553776
leaf_count=5995 197825 51364 437 2049 399 17795 215 237 9756 26513 130 47 21 73 4937 33 52 4723 52 817 35 20 332 20 9317 2928 20502 4905 367 35
internal_value=0 -0.022748 -0.0679263 -0.0879597 -0.133307 -0.144184 0.32177 0.583101 -0.19196 -0.038343 -0.037699 1.11826 1.32532 1.13978 -0.0544201 -0.174405 0.060189 0.121963 -0.189113 0.191928 1.57472 -0.431339 0.0573122 -0.461517 0.00472943 -0.0887698 0.0164269 -0.00690786 -0.156755 0.373399
internal_count=361931 164106 74688 68693 40131 39081 1050 815 27551 28562 11530 378 331 310 11400 5874 5526 4775 5841 904 87 751 352 235 89418 12245 77173 56671 5307 402
shrinkage=0.0480584


Tree=2465
num_leaves=31
num_cat=0
split_feature=557 1043 1116 1220 365 417 1312 21 198 1012 276 1146 212 651 772 664 708 1464 914 14 836 344 419 1155 1173 559 967 635 325 665
split_gain=16.0627 21.8239 22.2117 24.2144 24.4497 20.5494 20.0907 22.5574 22.4949 19.8183 28.2988 21.2282 20.7606 28.8501 32.9795 19.9883 23.4129 22.2036 21.5014 23.9093 20.9206 22.5755 20.1183 20.1648 19.8991 20.8282 23.3383 22.6625 19.8086 20.3656
threshold=-0.90800616672965218 1.6331856374152967 2.9156931588094528 1.0000000180025095e-35 0.95034020203296155 1.9669713741443164 0.35015719381843119 -3.9164670491403295 3.4235745390380132 1.4711245761114824 1.3681533729376649 3.3042203161448112 0.97644735787945114 1.1107569744011787 -0.84259345158816867 1.0000000180025095e-35 -0.027553044266093476 2.7618520897675594 0.3448628965670914 -1.8985017085159883 1.0894132715996734 0.85859979464080938 2.781491621919828 1.9915902790665707 2.437247391288011 1.4250532013247541 0.083619399866045191 -0.46009722222654442 3.8083144551149997 0.85652824257920523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 28 -8 9 15 11 12 -11 -14 -15 16 20 24 -17 -20 -9 22 23 -22 -18 27 -27 -26 29 -2
right_child=6 -3 3 4 -6 -7 7 8 -10 10 -12 -13 13 14 -16 18 17 -19 19 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.003938394761325157 0.00014508239538964005 0.0053704946554858843 -0.0082422683480902603 0.019069131792579123 0.084794681074440534 0.0059254860891051224 0.022998608577828598 0.0029815597124128604 -0.022016904334707699 -0.014190833130295287 0.021471270840186844 0.098595679591535229 0.00089386614338122638 0.19352595900793171 0.0086999799399731723 -0.0089486913897773076 -0.0030688259400513157 -0.030258153344743636 0.11743431387986374 0.00087047465046220774 -0.0051500088938123802 -0.027048788178081862 0.064371656487723999 0.041773784090965368 -0.026951757005411522 -0.0047459154559890658 0.18076188462155157 0.035977985497423669 -0.024625138374834002 0.0028443559452979495
leaf_count=48096 189187 4528 291 272 72 3103 437 27160 1196 6109 518 24 787 25 35 9646 20201 416 34 5293 3130 580 53 126 134 20 22 237 551 39648
internal_value=0 -0.0436553 -0.0598646 0.372846 0.755788 -0.066324 0.00226823 -0.0324828 -0.0359725 -0.0317178 -0.17075 -0.219761 -0.2306 0.172933 1.8492 -0.0204636 -0.00128553 -0.0631859 -0.109412 0.032038 0.0379541 -0.117108 -0.0486151 -0.0711685 -0.0524704 0.482769 2.14945 0.299451 0.0123848 0.0132542
internal_count=361931 56362 51834 635 344 51199 305569 76183 75746 74550 7498 6980 6956 847 60 67052 52079 21030 14973 5327 31049 3889 3309 3256 20614 413 42 371 229386 228835
shrinkage=0.0490196


Tree=2466
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 852 1307 657 1022 728 146 885 1038 1016 878 569 703 427 578 980 570 15 1145 1444 636 840 1393 50 1047 349
split_gain=43.5197 33.6283 28.9925 67.5408 28.5735 29.7081 29.4954 27.5505 25.1334 25.1159 24.3925 23.6793 27.2133 26.9144 23.0545 22.8801 23.0019 22.7322 22.6661 22.4815 22.1321 24.2677 25.3292 24.4192 23.8042 22.8171 22.6044 22.3838 22.7808 22.1128
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0747610123934368 1.3390041783085433 2.2603408215975165 1.0000000180025095e-35 -0.49008176997875957 2.7503861831498626 4.8263866747680533 -0.17630926381181156 1.0000000180025095e-35 1.6473864309851525 0.082615654494043025 1.2180540057381479 -0.20972698861124195 -0.87905496296652397 0.93965787111466315 -0.48460852809644533 1.9016026118134437 1.0000000180025095e-35 1.0000000180025095e-35 2.4129057422810987 2.2007510576511109 1.0000664701127471 1.4829784501753427 -1.0794544675301283 -0.023408505506247127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 -3 8 7 14 17 10 -1 11 13 -13 -2 -7 16 -9 -6 -11 -8 21 22 23 25 27 -4 -24 -22 -29 -27
right_child=1 2 20 -5 5 6 19 15 -10 18 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 26 -25 -26 29 -28 28 -30 -31
leaf_value=-0.00012493974053621979 -0.0001198461514966564 -6.7305254710779466e-05 2.5139345372378901e-05 0.0004657701298844804 -4.2847618995077402e-05 0.00023798440318751021 -7.9794472846172917e-05 -0.00034904409764592386 -4.794633296701225e-06 0.00024405518876992658 0.00030993286835383769 0.0012396401415331092 9.0818718642759108e-05 -3.2273030117255329e-05 -0.00025837978275161622 6.0176913858544259e-05 -0.0014674945204849249 7.0869654147707751e-05 5.6034506205057844e-05 -0.0010982544789948415 -0.00013127520887342407 0.00028099590627324994 -9.1908454250993322e-05 -0.00017375633794773339 0.00035766295312017026 0.0006867683361740603 -0.0004049804820477666 0.00058815767876170219 -1.2029002093008168e-05 -0.00015589170858716007
leaf_count=3396 40690 4821 15268 1384 14580 5790 879 931 103001 3407 802 114 300 45384 406 632 96 18689 22756 143 55011 1266 10023 4263 602 440 1859 379 4368 251
internal_value=0 -0.0276016 -0.0683562 0.0864522 -0.0140137 0.0367316 0.159621 0.00963688 -0.0263776 0.0597195 -0.0583195 -0.0627428 0.430953 -0.0660381 0.208488 -0.257318 -0.452844 0.023754 0.0810219 -0.214854 -0.0806902 -0.0288744 -0.0436753 0.00700754 -0.111062 0.0471487 -0.144349 -0.116703 0.0318326 0.438468
internal_count=361931 332372 99935 6205 232437 42146 7218 34928 190291 29559 87290 86488 414 86074 6196 1659 1027 33269 26163 1022 93730 33370 32104 20222 60360 15959 11882 59758 4747 691
shrinkage=0.000980392


Tree=2467
num_leaves=31
num_cat=0
split_feature=785 470 464 710 628 507 1449 727 207 607 896 775 519 498 315 579 986 967 996 915 705 788 138 1065 1184 310 501 1298 1104 1388
split_gain=36.6166 32.5209 39.25 30.4748 30.3087 29.6022 27.5544 27.2196 25.2492 27.9889 31.3535 34.2744 26.1422 26.2504 36.2544 27.6612 25.2699 24.6603 23.6565 23.2065 23.2017 24.5498 24.6453 22.8762 22.576 22.5522 26.0693 22.306 22.3059 22.1482
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.41829573968922695 1.8732698406640809 1.0941628986121894 0.74561756370782817 1.0000000180025095e-35 -0.084806946168647548 1.0000000180025095e-35 0.42670496010513392 3.6107751719298862 2.1420547332082829 1.5674918557501278 -0.72888043785682755 1.0000000180025095e-35 0.29996308812301631 1.1511682622985386 1.0000000180025095e-35 -0.7568729514032343 -1.0072287354766429 0.38349571241217301 -0.94894040337604657 2.0892697794450994 -0.84525355671583358 1.0000000180025095e-35 -0.80614394933764366 3.4881204951586855 2.6903739301860123 1.2229360475943636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 6 -5 25 -1 9 10 16 -12 13 15 27 -10 -3 -11 -7 -16 29 23 -23 -22 -24 26 -2 -15 -19 -14
right_child=1 8 -4 5 -6 18 -8 -9 12 17 11 -13 20 14 19 -17 -18 28 -20 -21 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.1714277503339151e-05 -0.00058781959206323986 7.3330097652018298e-05 -2.5897100414032835e-05 -5.8624709198987114e-05 -0.00047514512739191825 2.2391659199839628e-05 1.2776778477246119e-05 0.00010784827009710386 -4.2189056954005713e-05 -5.7202889547604372e-05 -8.2365262763127353e-05 0.0014507387769656726 -0.00025673948878624799 0.00038717487879993398 0.00047276842286143834 5.1797988721063131e-05 -6.2350315932269411e-05 -0.00024339141346175003 0.00051537990877028564 -3.4041956077694887e-05 0.00011242372471769915 -0.00026259514834867863 -0.00012174151915924168 -0.00039826313729463073 0.00047790820678723684 -0.00010500712784985515 -0.00020110271526586481 -0.00097682864586347696 0.00097626068121953603 0.00055735147845719052
leaf_count=12551 1946 24272 82952 14187 3160 1286 7818 17008 45128 37262 17686 58 1194 1863 422 20757 9382 5342 855 3616 6419 285 325 377 1818 25434 18251 48 77 152
internal_value=0 -0.028465 -0.0564454 -0.109386 -0.142129 -0.00522689 -0.129113 0.05152 -0.00936764 -0.0348485 -3.18883e-05 -0.0776558 0.0180266 0.00230708 0.132513 -0.0111642 0.0390148 -0.0777447 0.248596 0.0188206 0.113431 0.148534 0.328402 0.0859343 0.401831 -0.15871 -0.23933 0.359766 -0.229161 -0.154608
internal_count=361931 332372 155889 72937 56609 16328 53449 29559 176483 94079 51398 17744 82404 71834 5949 65885 33654 42681 2141 4038 10570 9224 2428 6796 2143 45631 20197 1911 5419 1346
shrinkage=0.000980392


Tree=2468
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 1022 1016 859 346 1249 1040 759 834 727 570 15 1145 636 1444 840 1393 50 1047 349 678 677 785 513 1424
split_gain=32.5249 30.0562 29.698 29.5273 28.6253 68.234 27.6952 28.3311 25.5174 22.9187 24.2844 29.0422 24.1126 22.6894 22.4444 22.1372 24.6108 25.6459 24.4949 24.1509 22.6434 22.5968 22.3172 22.7744 22.0397 21.9608 23.7996 21.6226 23.5717 21.3912
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 1.0000000180025095e-35 -0.48460852809644533 1.9016026118134437 1.0000000180025095e-35 2.4129057422810987 1.0000000180025095e-35 2.2007510576511109 1.0000664701127471 1.4829784501753427 -1.0794544675301283 -0.023408505506247127 6.0948733974029876 1.0000000180025095e-35 2.9970139449733542 1.0454229551509682 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 6 -4 5 -3 7 9 -5 10 11 13 25 -2 -1 16 17 19 22 20 -6 -19 -17 29 -22 26 -13 -8 -29 -24
right_child=1 4 3 8 15 -7 27 -9 -10 -11 -12 12 -14 -15 -16 18 -18 21 -20 -21 24 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.8046911594501487e-05 -0.00035663489990360063 -6.6217425494960995e-05 9.3683651332128776e-06 0.00044386350400116092 2.8029376911018494e-05 0.00046976299636392792 -1.0654777940766876e-05 -2.587154585858826e-05 0.00010340358349116741 -0.00020897023208024901 -0.00022468382209866707 -8.0048710895752235e-05 0.00080508121593504027 0.00097786859939758648 9.9882535229039966e-05 -0.00012856116766607272 0.00028583314928061471 -8.9843837094961938e-05 0.00036799524726570642 -0.00016990961936519554 0.00068771415516575716 -0.00040295921806736943 0.0011251943579985407 -9.5162691040751102e-06 -0.00015416227318062391 0.00083963739953627913 0.000123507057036688 5.8943206112451598e-05 0.00043413580647873589 2.9936965842397397e-06
leaf_count=12551 2747 4821 34551 1153 15268 1384 98491 45923 6442 14802 6707 13021 210 95 17008 55011 1266 10023 602 4263 440 1859 189 4368 251 102 3683 3634 876 190
internal_value=0 -0.0270254 -0.0141826 0.0375577 -0.0655732 0.0882521 -0.0267866 -0.0602959 0.155766 -0.11699 -0.073778 -0.0327136 0.00188318 -0.311592 0.0485426 -0.0778383 -0.0260009 -0.0409239 -0.108229 0.0101063 0.0500218 -0.14224 -0.113947 0.0343862 0.439998 -0.00910717 -0.0187091 -0.00421663 0.144354 0.602618
internal_count=361931 332372 232437 42146 99935 6205 190291 87290 7595 41367 26565 19858 17016 2842 29559 93730 33370 32104 60360 20222 15959 11882 59758 4747 691 16806 16704 103001 4510 379
shrinkage=0.000980392


Tree=2469
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 859 727 1376 1242 290 639 257 795 360 56 519 942 703 1049 1466 417 508 686 143 151 885 1458 144 350
split_gain=42.4758 31.2686 27.5903 68.0267 27.442 29.7232 25.2676 24.9561 22.8836 26.2 25.8998 24.2322 22.3118 34.2361 28.8989 28.3536 27.7349 26.7875 26.2972 31.9272 24.4558 25.9338 22.5195 28.2784 26.3015 26.0535 21.654 23.6247 22.6717 21.588
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 -0.98545034728205338 1.0000000180025095e-35 0.18805867694879752 3.5578112322456241 2.1089670232183031 -0.4698900685825908 1.0000000180025095e-35 1.0000000180025095e-35 -1.13811752549552 1.0000000180025095e-35 2.1420547332082829 3.1241105236897999 -1.1210133009026595 1.2052111691865728 0.57156622312866312 -1.215638178525227 0.47029952550098625 1.0316162515473111 2.2402435777178655 -1.4839676505556318 6.7447596507476248 -0.44527173597200392 -0.078274937563018149 -0.57303265440660456
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 8 29 -7 -1 10 -10 12 -11 14 16 -2 26 17 20 -18 -20 21 -14 23 -15 -24 -25 27 -16 -29 -6
right_child=1 2 -4 -5 5 6 -8 -9 9 11 -12 -13 13 22 15 -17 18 -19 19 -21 -22 -23 24 25 -26 -27 -28 28 -30 -31
leaf_value=-1.2734915491581968e-05 -0.00022077731300603598 -7.1013615549472931e-05 -7.8365784424704621e-05 0.00046342207138711362 -7.8148982608377271e-05 0.00043915095295991462 0.00010064715144608004 0.00011136030676182269 -6.9338806394059606e-05 0.0011902116211830673 0.00011921639508649395 -3.5711922069239563e-05 -0.00021071003861287461 -7.6061916107053866e-05 -0.00022490018555791462 3.0102535836236772e-06 -0.0003546809865927783 0.0004988025653008283 0.00035139867150925619 -0.00021453494772613569 0.00011646932119362874 6.1659949601926062e-06 -0.00023017297731622435 0.00087437054781578033 0.00067261566985531303 0.00011516757530851937 0.0009884459213793783 2.4245238315429655e-05 -0.00017577734425337131 4.0114128122045541e-05
leaf_count=12551 5978 4821 93730 1384 10686 1153 6442 17008 63803 150 5739 193 3129 8768 8746 27723 329 429 2537 473 7615 33281 4507 238 134 1819 58 8620 6022 23865
internal_value=0 -0.0286165 -0.0678971 0.0829102 -0.0155276 0.0341633 0.152669 0.0575582 -0.0276339 -0.0669 -0.0117458 0.581254 -0.0191836 0.00659854 -0.0541712 -0.0380686 0.0341233 0.0197665 0.212529 0.269307 0.0143006 -0.00931262 -0.0807452 -0.0279254 -0.205688 0.20951 -0.109931 -0.115477 -0.055789 0.00609685
internal_count=361931 332372 99935 6205 232437 42146 7595 29559 190291 64146 126145 343 120406 63259 57147 51169 47793 44454 3339 3010 44025 36410 15466 10825 4641 2057 23446 23388 14642 34551
shrinkage=0.000980392


Tree=2470
num_leaves=31
num_cat=0
split_feature=728 691 1392 1243 752 431 787 434 1053 150 1413 777 1381 503 301 813 556 542 20 325 376 73 174 83 785 771 1465 904 1395 1244
split_gain=16.82 19.5968 20.6623 27.0009 22.511 19.5482 25.453 30.9016 30.2413 21.276 22.491 22.2002 20.4356 19.807 19.6511 19.5029 19.2342 21.715 22.178 21.1334 19.6194 27.2043 22.9558 24.5163 22.211 25.1297 24.9031 24.1205 22.3686 23.7005
threshold=1.0000000180025095e-35 1.4255342478983304 -0.55078438286599651 2.7122035118055341 1.0994827421346443 1.51659325392254 1.4337814159034321 0.20470763927556529 -0.13603622172190974 -0.14361182389686003 0.61201578956184821 -0.49422081084537584 -0.28551994187533208 -0.97099117713344707 0.4679473998198605 1.0000000180025095e-35 0.75560002923264447 0.77058560189116454 -0.76823320821893781 3.8083144551149997 1.8828081291110934 1.9386156062179727 -0.32966149102970849 -1.373504721801915 -0.86283290253235112 1.4820751525130569 -0.51923091368911811 -0.68964573157896136 0.72868613784757896 -1.8352427476845934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 4 -4 5 9 7 -7 -8 -3 11 12 -11 -14 -15 -2 19 18 -18 20 24 22 23 -22 26 28 27 -1 29 -26
right_child=15 2 3 -5 -6 6 8 -9 -10 10 -12 -13 13 14 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.011393604375007403 -0.003762325900687276 -0.016148724800413856 6.1457517956493821e-05 -0.035071177233331439 0.017296630491864088 -0.012974707327309765 0.016163891815751119 0.035461954767807446 0.21034339845347638 -0.0031151735899732197 -0.027014513664126983 -0.0072155814350773981 0.098269448187024377 0.037894833336330938 -0.022002150754683703 -0.00027117030017135993 0.0057338440792524537 -0.0078996782309701495 -0.0020596646613814319 -0.027263662202226365 -0.03117691021224353 -0.015976163082859166 0.009834346446356038 0.0023934439238823355 -0.014450673046076064 -0.0088055444627448964 0.0082972807195526126 -0.0066906590828404696 -0.0019040705536955242 0.0014645451095051231
leaf_count=1329 47070 5217 16960 386 440 772 38 326 23 409 500 1685 47 344 106 62020 6064 8293 26894 418 422 931 8106 6370 1522 3840 9474 3374 34100 114451
internal_value=0 0.00455435 -0.0560179 -0.0107627 -0.150813 -0.17993 0.152283 0.0571333 1.84452 -0.219954 -0.0625578 0.0281398 0.32323 0.652646 0.478758 -0.0319679 0.0111538 -0.0364663 -0.0113579 0.0202905 0.0212979 0.0979685 0.119252 0.0174856 0.0143866 0.00672003 0.0996885 -0.0345099 0.0111307 0.0260685
internal_count=361931 252841 27253 17346 9907 9467 1159 1098 61 8308 3091 2591 906 497 450 109090 225588 41251 32958 184337 183919 15829 14898 6792 168090 153913 14177 4703 150073 115973
shrinkage=0.05


Tree=2471
num_leaves=31
num_cat=0
split_feature=785 181 728 1286 221 59 1085 1169 21 764 741 1469 1048 1292 332 1158 944 1229 885 1183 1458 1271 406 21 971 1116 120 359 846 1022
split_gain=33.574 29.6689 26.3198 24.5632 32.2898 25.7224 24.2343 27.0501 29.792 34.9764 23.7384 23.0313 26.7825 24.1077 34.1724 31.4861 28.0315 29.1933 25.3799 24.7391 25.7275 25.0314 23.4515 23.9853 30.1763 23.43 23.3654 22.9628 22.8623 22.8542
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.78161905918100072 -0.96478448547911522 1.7621890616334766 0.65345832377966362 0.18848160436186537 -0.70163543588998201 -1.2985900350266149 1.0000000180025095e-35 -1.0470123060412753 1.3954443482597982 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4781763871474156 1.0000000180025095e-35 5.4658443334279108 0.90674981791413944 2.1367841577049291 1.7210575739847862 1.3204840876176156 0.43301101584543472 -0.19446283499170103 -1.0609786113588993 1.0000000180025095e-35 0.39600493769082934 0.92759726108368712 1.6652700289553766
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 11 7 8 -6 -10 -8 22 13 14 18 16 17 26 19 21 -21 -13 23 25 -25 -2 -16 -15 -9 -18
right_child=1 -3 -4 4 6 -7 10 28 9 -11 -12 12 -14 27 15 -17 29 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013687881273843647 -0.00015796649403193182 -7.2416618314139072e-05 7.2129953550404937e-05 -0.00012587533683534608 0.00025277707942289316 -0.00013512964503000781 -0.0001228932033428043 9.6728311483142914e-06 -0.00049987658580316369 8.4707723325407831e-05 0.00012020470796993824 -7.6483937017072257e-05 -0.00012545758480054562 2.6195417200643257e-05 -0.00017802048047162799 3.0471337025162735e-05 0.00024404489015272346 -7.7218476571962088e-05 0.00074275946485280095 -0.00034357193578601674 0.00066219082031367755 -0.0003846797037056837 0.00020454407075242676 4.7641260001903789e-05 -0.00021244652431222195 8.0793076400459591e-05 -0.00057508316279656832 -4.8796427869411849e-05 -0.00032849939646160091 -0.00043418523350488488
leaf_count=3396 2461 69820 26163 6665 5121 12684 5840 8374 621 19567 2481 23539 14207 57542 2686 22451 1566 8280 118 6067 150 2558 3231 3870 3976 16331 2146 28314 1474 232
internal_value=0 -0.0251161 0.0516775 -0.0150645 0.0285479 -0.0262844 0.0485785 0.0747763 0.109328 0.0727691 -0.0529748 -0.0205089 -0.0316185 -0.0228061 -0.0584598 -0.017556 -0.105788 -0.148457 -0.131419 -0.138359 -0.31223 -0.1035 0.0341028 0.0131632 -0.0858123 0.0554593 -0.336319 0.000590088 -0.033343 0.146175
internal_count=361931 332372 29559 262552 50143 212409 43478 35157 25309 20188 8321 199725 169856 155649 69793 37361 14910 13112 32432 32314 6217 26097 29869 26638 7846 18792 4832 85856 9848 1798
shrinkage=0.000980392


Tree=2472
num_leaves=31
num_cat=0
split_feature=50 194 1023 1470 58 493 214 395 807 1461 59 399 820 652 974 477 556 743 1443 1030 1356 145 622 1461 262 1449 1120 686 701 842
split_gain=17.0105 30.3365 19.4591 19.7492 19.6609 20.3361 21.503 18.9816 23.387 27.3468 24.8769 24.4518 22.2061 23.027 32.5343 21.943 28.8303 24.8644 24.9421 28.5207 22.4083 24.3454 28.3652 21.4256 21.2517 21.1755 31.4839 25.7517 20.0296 20.7121
threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.5066796363144226 -1.3664195657027294 1.0000000180025095e-35 0.70441705754582384 -0.89636161534531755 1.0000000180025095e-35 1.0000000180025095e-35 6.7071069331598983 1.7621890616334766 5.5591841606215828 1.0000000180025095e-35 -0.55024281929118113 0.54553078181003267 0.83598411860425703 3.2682608673238307 1.0000000180025095e-35 1.593744732512876 2.2767728968969565 1.0000000180025095e-35 0.6639647405919592 -0.27251529278754766 -0.12557298368816902 2.198727790397029 -0.007362941269655302 1.564430871351419 -0.42018083858498811 0.45040815525290584 -0.48949635309865613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 10 11 24 12 13 14 -10 17 -17 20 19 -19 23 22 -22 -14 28 26 -25 -27 29 -5
right_child=-2 -3 -4 7 -6 6 -8 -9 9 -11 -12 -13 15 -15 -16 16 -18 18 -20 -21 21 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.010934498293543239 0.00042212037954357512 1.1913088711202637e-05 0.039269999922012584 -0.0084532435627712368 -0.0045695895240328499 -0.031802750244007659 0.069395770815314922 0.00059334871076285054 -0.0050594768926228249 0.094162069290707126 -0.020858385618449618 0.083641817893344059 -0.015201518135322369 -0.012283656619726274 0.024145598294748404 -0.019501093583410123 0.13304751612101753 0.029939422503877013 -0.031220077321872694 -0.039421572754658275 0.062822578406956001 -0.029005593922117431 0.0010157813271676169 -0.022039905714080838 -0.021226162996392767 -0.0086120220207754356 0.10514526416522396 0.081180886069739 -0.010178512721962234 -0.00021193477463709047
leaf_count=603 197382 90336 108 11443 773 35 128 11144 3152 35 3546 36 1718 6063 839 1649 39 1673 269 246 228 160 259 372 1946 95 34 130 12063 15427
internal_value=0 -0.0242441 -0.0704313 -0.0728777 0.166887 0.396685 1.04845 -0.0817655 -0.104451 -0.00850354 -0.138335 -0.0162034 -0.0239457 -0.113063 0.0423324 0.109929 -0.301773 0.181581 0.416727 0.507813 0.0146872 0.43761 0.693105 -0.128294 -0.121552 0.311941 -0.13158 0.916212 -0.107564 -0.0640364
internal_count=361931 164549 74213 74105 1539 766 163 72566 61422 16997 44425 16962 16926 10054 3991 6872 1688 5184 2188 1919 2996 647 487 2349 40879 631 406 225 38933 26870
shrinkage=0.05


Tree=2473
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 1469 21 1107 421 1452 1441 1317 1027 1091 62 227 1430 194 289 358 878 773 712 1099 1249 838 713 1463 1449 706 341
split_gain=36.4987 29.2398 28.7591 48.0572 26.0811 28.5077 29.2063 30.2934 30.1834 28.2922 26.2422 26.2214 25.6995 24.856 27.722 26.319 26.1894 30.8135 24.4214 24.1331 24.4104 24.0275 22.6284 26.6656 23.3077 26.4397 22.5598 27.6055 22.4776 22.4513
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -1.0706168552173836 0.43301101584543472 -0.57560790467261069 0.41183801591342978 -0.37083480438412358 1.7193014468115779 1.8486627072116983 1.3133204588538343 0.69009342306031496 -1.2811150420666217 1.1321728468858836 1.0000000180025095e-35 0.58307762070518543 1.0405472218160414 1.4247873320756022 1.0000000180025095e-35 -0.62274645879491886 -0.63779424894106762 1.0000000180025095e-35 0.82844637517049058 -0.40747062757912583 1.0000000180025095e-35 0.41776988432761558 1.2624102624837521 -0.2757743684523109 1.3462168560862613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 4 29 5 6 7 18 10 13 -8 19 -11 14 -6 16 17 22 -2 -7 -21 -1 23 24 -15 -26 -18 -28 -24 -4
right_child=1 -3 3 -5 9 11 8 -9 -10 12 -12 -13 -14 15 -16 -17 26 -19 -20 20 -22 -23 28 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00013505313949964238 7.8604241790471537e-05 -7.4718749910774427e-05 6.0482838413309259e-05 0.0003941721929453681 -5.5494845739523669e-05 -0.00023064988013762826 2.3084583636586489e-05 -0.00027335154722862241 0.00017940196945008137 -0.00019559720062239187 -0.0006932266723176612 0.00028270529113629862 5.4310183199388521e-05 6.4876100947734174e-05 -0.00023796329226985298 8.8039282146323319e-06 6.1016055213380932e-05 -0.00022688850668468245 -0.00047063552971145971 0.0002613633717516018 -8.4467095785561506e-05 7.0800831523939941e-05 -1.8206751751903855e-05 -0.00017921168353520286 0.00014498843205600325 -0.00010447844068836443 -0.00020186259429657194 0.00032334877517863764 -0.00028147337608218354 -0.00024216660914819186
leaf_count=3225 5099 69820 9281 1780 37185 4019 5775 2335 10765 11268 266 863 2491 13406 6415 85917 12823 7425 427 1062 3769 26334 3375 7206 2588 15984 2985 459 6103 1481
internal_value=0 -0.0279184 -0.0179562 0.0812503 -0.0237101 0.0307111 0.0699596 -0.0460692 0.117431 -0.0337741 -0.00492185 -0.067022 -0.142217 -0.0272823 -0.0812444 -0.0151345 -0.0503979 -0.0795655 0.0384719 -0.101672 -0.00856464 0.0520982 -0.0568315 -0.0327168 -0.00526332 -0.0648981 0.0210362 -0.129217 -0.177707 0.0270118
internal_count=361931 332372 262552 12542 250010 34380 24667 7861 16806 215630 6041 9713 13759 201871 43600 158271 72354 56087 5526 8850 4831 29559 48662 39184 31978 18572 16267 3444 9478 10762
shrinkage=0.000980392


Tree=2474
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 1469 21 425 1256 706 1372 1027 832 821 728 1452 462 898 132 878 773 1292 339 21 1122 341 1458 1449 333 147 139
split_gain=43.3942 34.5927 29.7363 48.91 26.3164 28.2947 29.1245 28.5882 28.0461 29.0087 27.1029 27.0488 33.6257 26.0693 24.6913 24.167 24.1659 23.8299 23.7243 24.0075 22.5327 23.3061 22.4422 23.7067 22.283 22.1839 22.2133 23.0159 26.3125 22.17
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -1.0706168552173836 0.43301101584543472 -0.58891143652792299 -1.5789511732583497 -0.2757743684523109 1.7231870616215912 1.3133204588538343 -0.54035045934009274 -1.0305144854359449 -0.49008176997875957 -0.37083480438412358 1.0000000180025095e-35 -1.2534395044922111 -0.64123316691334564 1.0000000180025095e-35 -0.62274645879491886 1.0000000180025095e-35 0.2268407935972768 1.0000000180025095e-35 0.79579885031402708 1.3462168560862613 -0.82108684835595114 0.8598774435242994 1.6828651434218436 -0.47128145486788897 -0.004341464582149338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 4 24 5 6 17 -8 -6 11 18 -10 15 -1 20 -13 -14 -2 -7 -20 -9 -22 23 -15 -4 -24 -27 -28 -29 -19
right_child=1 -3 3 -5 8 10 7 14 9 -11 -12 12 16 22 -16 -17 -18 29 19 -21 21 -23 25 -25 -26 26 27 28 -30 -31
leaf_value=-0.00013027801831388047 -0.00021393008278455163 -8.0499508387094646e-05 6.0692025553681818e-05 0.00039772290276989094 -4.0499926941662753e-06 -0.00023045923528824602 -0.00043445971447092719 0.00016915447799905006 -4.1795200447857677e-06 -0.00020732956753691925 0.00028789442213693393 -0.00011706055632533124 0.00050328378067642204 5.2612379095938381e-05 0.00018301138917084912 -0.00032386148527079316 -5.401911464380002e-05 0.00014441304831861606 0.00025751875733077262 -8.5524534060283684e-05 -0.00023722392999134143 0.00010951088059455283 0.00031409216638293063 -0.00019736691188218546 -0.00024095420998582575 6.304829337475206e-05 0.00041804180927274161 -0.001834896853648805 0.00033131865539822093 -0.00019465400075437334
leaf_count=3396 2787 69820 9281 1780 86592 4019 515 2596 42417 7613 863 15816 431 9068 10786 5903 56858 3119 1062 3769 1952 1425 2467 2064 1481 11090 1361 53 60 1487
internal_value=0 -0.0296362 -0.0187919 0.0821051 -0.0246418 0.0300229 0.0691186 0.114415 -0.0347515 -0.057543 -0.0673544 -0.0493633 -0.0767787 0.0575749 0.127696 -0.173077 -0.0511143 -0.0521267 -0.102616 -0.010272 0.0166702 -0.093837 0.079314 0.00721826 0.0273564 0.134396 0.0971627 0.350464 -0.638525 0.047352
internal_count=361931 332372 262552 12542 250010 34380 24667 17274 215630 129038 9713 121425 79008 29559 16759 21719 57289 7393 8850 4831 5973 3377 26163 11132 10762 15031 12564 1474 113 4606
shrinkage=0.000980392


Tree=2475
num_leaves=31
num_cat=0
split_feature=51 257 1365 73 368 225 1041 474 680 1049 1191 845 1430 842 1100 789 633 590 1391 450 760 1429 591 1357 1044 74 215 630 293 637
split_gain=17.0792 18.9037 19.1511 21.028 21.8389 21.0376 23.4001 20.9589 20.5559 31.6685 19.2907 20.2795 19.0341 18.9785 23.9208 18.3344 27.6295 30.0955 25.2312 25.1092 23.6666 27.6648 24.6901 25.5175 29.584 27.2051 23.6883 23.3208 29.3337 23.907
threshold=1.0111847875080273 3.5639524758639904 2.0426043571165486 -0.83107381142549885 0.68790859133042659 -0.091800829704399248 1.0584476820212709 1.0000000180025095e-35 2.9807470034029557 -1.0296976033315726 1.2886124413102085 2.8872886568551483 2.3858586375782362 2.6391084233768636 0.17747731910772258 1.1248358748350926 1.9976441459236287 0.58895901036483078 1.9262293263007251 0.69231615738246322 -0.10395360026017735 1.13172262110474 -0.73065235057769284 1.0000000180025095e-35 1.1794127114999575 -1.3060652480414596 0.76791904841885905 1.7431317969815547 0.98883114991521059 -0.48936782972623594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 7 -4 5 6 -5 10 -9 -10 12 13 -2 -12 -15 20 18 -18 19 27 21 -1 26 -24 -25 -26 -22 -17 29 -29
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 11 -13 -14 14 -16 16 17 -19 -20 -21 22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0017611049277807414 -0.0018253960520253694 0.035839486022044689 0.039051837813122006 -0.01337708114132273 -0.046880485484465675 0.022901108821148528 0.041018560040095117 -0.011870051525346207 0.3360930149114289 0.005396753349512051 -0.011853978075498262 0.069547458207295021 0.014136951511259311 -0.035109999040907613 0.11027263046731686 -0.0021699484071122182 0.0011778109112994086 0.030385175342885963 -0.020936483435897373 -0.0094416840993217926 0.00027733785502945252 -0.0031708128943013269 -0.00048919604797928635 -0.0033559500375708292 0.025912203952248899 -0.01703756291618258 0.0085357309313513156 -0.0054800295302463338 0.041180361742658461 0.022919868261259566
leaf_count=139295 40348 132 241 685 114 625 117 6478 20 41 5159 50 907 27 40 22816 1385 460 1097 5706 23142 18283 53600 28115 332 5143 5398 1240 345 590
internal_value=0 -0.0469738 -0.0498775 0.181243 0.079328 0.152363 -0.0985232 -0.0596359 -0.225557 2.26724 -0.0441318 -0.198657 -0.0273775 -0.21616 1.04224 0.000992949 -0.0487787 0.199782 -0.0657311 -0.0540869 0.00740032 0.0249881 -0.0190184 -0.0396102 -0.0963304 -0.29116 0.0398828 -0.0227287 0.211316 0.0888492
internal_count=361931 54984 54852 1782 1541 1427 802 53070 6539 61 46531 5276 41255 5226 67 306947 33639 1845 31794 30697 273308 157578 115730 87190 33590 5475 28540 24991 2175 1830
shrinkage=0.05


Tree=2476
num_leaves=31
num_cat=0
split_feature=785 181 728 1286 221 1469 1441 1091 1361 185 406 1085 1169 21 764 21 971 431 1116 741 565 912 754 217 1452 16 846 1180 626 21
split_gain=35.03 29.3104 24.4091 24.3793 32.4839 25.3058 28.3554 28.0397 27.8342 27.8644 25.4695 24.17 27.4853 29.2648 34.7703 24.0853 30.1554 24.158 26.0514 23.9424 23.8795 26.8726 23.1724 23.4741 23.9191 23.3939 23.1172 22.4351 22.396 21.9859
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.78161905918100072 -0.96478448547911522 -1.0470123060412753 1.7193014468115779 0.69009342306031496 0.55035703183932794 1.3461264023881789 1.3204840876176156 0.65345832377966362 0.18848160436186537 -0.70163543588998201 -1.2985900350266149 0.43301101584543472 -0.19446283499170103 1.1604821902326192 -1.0609786113588993 1.0000000180025095e-35 -1.4761109103098891 0.75677795413231486 1.0000000180025095e-35 -0.66959167529130159 -0.58911782507014421 -0.074417898915954336 0.92759726108368712 -1.0336988418748552 0.10352934463802065 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 10 8 -8 22 20 15 12 13 -6 27 17 -17 18 -2 -13 21 -10 23 -7 -25 -24 -14 -15 -28 -4
right_child=1 -3 29 4 11 6 7 -9 9 -11 -12 19 26 14 -16 16 -18 -19 -20 -21 -22 -23 25 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00012755716511806669 -0.00015854639273082298 -7.1046923171849238e-05 4.0156017096573123e-06 -0.00012547806448726481 0.00025264608189537192 2.2422137343467833e-05 -0.00021960570080214515 6.6797224589483219e-05 0.00032984546338219871 0.00020762396901763804 0.00020545469244950422 -0.00012211357986554016 9.9570443812930095e-06 0.00024264639675071825 8.613954910682633e-05 4.3123355697528974e-05 -0.0002116301665795507 -0.00014811464419329029 0.00010612350543564581 0.00012204900717474404 -1.0232294384444315e-05 -0.00044899958070784227 -4.2189046355931496e-05 1.0388968910976529e-05 -8.1778014653994586e-05 -0.00019166995241297238 -0.00061686475485986728 -0.00078690503749774424 1.1489682300098112e-05 0.00012755133921614042
leaf_count=3396 2202 69820 11132 6665 5121 28159 9374 2109 1907 3120 3371 5840 8374 145 19567 4061 4170 2759 15003 2481 36473 292 12949 21151 52608 12701 844 476 630 15031
internal_value=0 -0.0240019 0.0544491 -0.0140124 0.0294322 -0.0251922 -0.0365244 -0.156712 -0.0294173 0.0178513 0.0307458 0.0495189 0.0756784 0.110507 0.0742798 0.00956608 -0.0877686 0.0507197 0.0790477 -0.0518962 0.00173285 0.240143 -0.048205 -0.0331632 -0.0559324 -0.116893 -0.0332864 -0.506961 -0.336635 0.0755013
internal_count=361931 332372 29559 262552 50143 212409 180843 11483 169360 41792 31566 43478 35157 25309 20188 28195 8231 19964 17205 8321 38672 2199 127568 101918 73759 25650 9848 621 1474 26163
shrinkage=0.000980392


Tree=2477
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 859 727 1022 146 462 706 1447 350 306 641 1109 139 7 912 846 982 356 146 138 18 1451 915 81 911
split_gain=37.6093 29.6677 27.9214 30.4748 27.6531 65.4615 26.9041 24.5411 24.498 24.623 22.9656 26.6406 22.5642 21.8038 25.3777 23.2949 22.5516 22.4443 22.9648 22.4442 21.5125 21.3094 20.8661 20.7898 30.9694 23.8269 20.7427 21.7239 21.8702 20.4032
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 1.0000000180025095e-35 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.8735003040925582 1.2420411362750934 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 -1.3649002260363143 1.6307671772553987 0.87502240502720785 -0.84635152736077035 -0.53268848306471728 1.7621802667917166 -0.88459116152366701 2.2368666814773395 -0.98223957276639073 0.96372854793908636 0.25091737626799537 -0.71904054308896115 -0.58492765455800277 1.0220698395793562
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 13 5 -3 -5 29 9 10 12 -12 -2 14 -4 -16 19 18 -15 -17 -6 -8 -7 -22 25 -25 27 28 -26 -1
right_child=1 4 3 6 20 22 21 -9 -10 -11 11 -13 -14 17 15 16 -18 -19 -20 -21 23 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-4.8788398477963863e-05 -7.5027310304275559e-05 -6.6053299638830837e-05 -0.00016963190562175668 0.00045076106462066113 -2.2323082770271881e-05 -0.00021570039071879733 0.00012587538786152077 0.00010726540369592354 -5.5684382363887298e-06 0.00031160521292391901 0.0015199931117605787 -0.00072462209443670072 3.3040833422787592e-05 8.8609163657983912e-05 0.00017914355245994684 0.0013200420892054421 -0.00022430913340172465 -0.00020697869698504623 -9.2761428661489851e-05 -0.00047123934368014991 -0.00011240026902803616 -0.00047973925630481127 0.00055151078596168556 0.00054303515723801404 0.0022621157858801668 0.0024784097412172646 0.00038894784123410755 -0.00029652518977302684 -0.00025418989363134307 0.00019817478530944312
leaf_count=10974 75845 4821 6553 1153 29774 198 6164 17008 103001 802 39 603 10001 18137 2409 77 1585 1716 4012 62 62243 278 1186 292 31 33 406 914 37 1577
internal_value=0 -0.027429 -0.0146732 0.035479 -0.06574 0.0854365 0.155533 0.0537593 -0.026897 -0.0584274 -0.0628702 -0.588444 -0.0598686 0.00703866 -0.0792349 0.0506302 -0.151202 0.0420621 0.0593345 0.689675 -0.0778025 0.103803 0.467729 -0.105637 0.141734 0.763964 -0.0100998 -0.203594 1.02694 -0.0162644
internal_count=361931 332372 232437 42146 99935 6205 7595 29559 190291 87290 86488 642 85846 34551 10686 4133 1724 23865 22149 139 93730 6442 1384 63956 1713 325 1388 982 68 12551
shrinkage=0.000980392


Tree=2478
num_leaves=31
num_cat=0
split_feature=545 1442 785 1445 1461 327 705 497 831 910 1434 885 1396 713 958 391 1053 1458 1465 1452 1463 1455 1454 1457 362 419 954 1456 613 564
split_gain=37.6894 35.7652 31.9645 30.69 29.0265 26.5673 25.6963 28.9017 26.5207 25.7865 26.3907 25.6865 25.3747 24.9611 24.6832 39.3618 30.0658 24.3205 43.9427 46.9994 34.6758 34.2414 31.0691 33.5518 28.6493 28.478 28.3363 28.3176 30.161 27.8871
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 1.6380901172106308 1.4098417307792441 2.8750784862951453 0.86867179873090239 2.4192885550665473 2.0043517184601991 -1.9779485302133339 1.0000000180025095e-35 5.4658443334279108 0.66386066127205579 1.0000000180025095e-35 1.313041538630376 1.475049428936581 3.8289298140366834 -0.06493454140346698 -0.41120921193798426 -0.63504016340352343 -0.043407658172389896 2.0663805890193063 -0.94795818613911831 0.0065637448019396092 0.4219458376085457 1.3106450415305069 2.9053803668447165 0.37396721338577926 1.0000000180025095e-35 -0.52062353027778874
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 13 4 12 6 11 8 9 -8 -11 14 -2 -3 17 16 -16 18 19 24 22 -22 23 29 -4 -24 -23 -19 -29 -20
right_child=1 2 5 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18 27 20 -21 21 26 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.5371619121880792e-05 -2.4806844105099158e-05 -0.00015610494880786982 -4.2804175172635964e-05 -0.00017490724505467533 0.00019748018714340419 -0.00044800562209900313 -0.00074159104057662062 0.00025015368680739609 0.00025081537703162943 5.2554581058359724e-05 -5.8166430677228593e-05 0.00054712527203922392 -0.0002303472454382257 9.569089471766305e-05 7.8445755004478816e-05 -0.000371246989155169 0.0010536591817803158 -1.7725255563159055e-05 -0.00037553297596120284 -0.00016350522814490023 2.7669490945735961e-05 0.00045245208477114583 -5.3533060340043506e-05 -0.0003121451645828312 0.00027851354066755194 -0.00027558636672967373 -0.00090648264784363791 2.2071504695884381e-05 0.00028487816960212566 0.00076041579771959423
leaf_count=94059 20717 2038 5086 14673 2379 889 336 2469 2008 28540 14496 287 4189 21521 14201 1167 154 41737 144 27976 20099 1154 26565 335 1802 3408 66 5784 3112 540
internal_value=0 -0.0085638 0.00150592 -0.0756063 -0.0324523 -0.00773261 -0.00629073 0.0366722 0.0239345 0.0122803 0.0158705 -0.02092 -0.0579226 0.076624 -0.0223747 0.0618243 0.0904267 -0.0320107 -0.0557187 -0.121267 -0.0156674 0.0513111 -0.0654963 0.317578 0.0414123 -0.0791098 0.385922 0.00556793 0.118966 0.575616
internal_count=361931 267872 225914 41958 27285 202355 201466 47849 45380 43372 43036 153617 24906 23559 153330 15522 14355 137808 87175 34864 52311 21319 30992 1019 6888 29973 1220 50633 8896 684
shrinkage=0.000980392


Tree=2479
num_leaves=31
num_cat=0
split_feature=1431 1439 614 211 1 6 1146 557 669 999 1242 1174 1458 1252 126 844 842 700 638 1191 488 429 350 561 488 305 221 1036 156 707
split_gain=17.2724 19.8625 20.5035 24.1903 22.7953 19.6166 19.0223 20.165 20.9662 21.6667 19.906 22.0733 22.9037 21.8009 25.4253 20.96 19.6833 20.8941 19.4027 21.1271 25.0511 20.1228 19.2629 23.3358 32.5113 34.5915 21.3928 19.3742 20.4613 19.1039
threshold=1.0000000180025095e-35 0.70356782200899082 -0.75411934043310735 -0.70590141835003672 2.6243722703209804 3.5557680047152438 1.0000000180025095e-35 0.081648963408971764 1.0000000180025095e-35 1.0000000180025095e-35 1.7995767897200086 -0.76615768697123066 -0.67921195147944913 -0.44139871411083742 -0.67811062752501949 -0.56412047293578349 2.9606251197735571 0.19159880979626387 -0.27505503978328372 0.35724830425836468 2.8515552888993336 2.236819711552875 0.20367255648358443 0.18638346956423657 1.6071205999973079 0.83417411455051516 0.82631018821907709 -0.98389985669203017 0.68516663302368019 -0.96201409155804452
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 -4 29 8 9 -8 -10 -12 15 14 -14 -13 18 -18 21 -20 -21 -11 23 -9 26 -26 27 -25 -29 -2
right_child=1 -3 3 -5 -6 -7 7 22 10 16 11 12 13 -15 -16 -17 17 -19 19 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00031006098506399383 0.0030488994906801882 -0.0046388335901244469 0.003847496768919502 -0.00082630652950967738 -0.026632489536259824 0.051664068548821329 -0.0052748413368623103 0.0055381231426383211 -0.012325506610044721 -0.0055900874107596681 -0.044316990719633319 -0.0033426054372079511 0.1171527217077141 -0.021371135127361537 -0.0077204081768282532 0.15347363353424778 0.024641579063479819 0.15222897044493441 0.014229844146848662 -0.011197018425986048 0.12064870197246316 0.076448955818535669 -0.0064360796646597274 0.08915958159167553 0.096144913540441732 0.45256620126657277 -0.017683872088326499 0.038041187275414307 -0.018737381660208139 -0.0086282045467070585
leaf_count=222373 2780 26714 16050 56092 922 109 7078 2238 4946 2520 97 25 47 155 52 39 57 20 3177 965 21 33 1413 75 27 20 164 579 218 12925
internal_value=0 -0.0276704 -0.0145286 0.00675852 -0.0643946 0.0835046 -0.0559703 -0.00909886 -0.0468015 0.00384949 -0.196707 0.376438 0.689962 0.312608 1.15535 2.0489 0.0998542 1.20054 0.0835824 0.191444 -0.153966 -0.0825163 0.146891 0.251611 0.594177 3.20253 0.505725 0.688366 0.530934 -0.127464
internal_count=361931 139558 112844 72251 40593 16159 39671 23966 19232 13871 5361 415 318 254 99 64 6793 77 6716 4163 986 2553 4734 3321 1083 47 1036 872 797 15705
shrinkage=0.05


Tree=2480
num_leaves=31
num_cat=0
split_feature=470 464 115 499 639 485 678 225 1023 766 984 350 564 481 906 28 12 563 980 1295 690 234 350 766 1452 694 270 213 1124 975
split_gain=16.9643 31.365 22.3975 21.2241 27.1818 24.3973 21.6398 27.5905 24.5718 22.9485 22.8991 25.3096 21.365 22.8908 20.8529 27.7166 20.1528 20.2814 20.0981 21.1599 19.9303 20.6907 20.0399 33.3685 19.5568 19.4379 20.1579 24.4095 23.1933 20.387
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3947035982071894 0.84733575611459189 1.0428001994137133 -1.0231249566995089 1.6243751288565669 0.12521899735962833 6.7933405438584433 -0.67420166535678527 -0.043864201251184863 1.9492574634326694 2.0203542902947942 2.3025960977601807 -1.4801818160763787 1.0000000180025095e-35 -1.0689250506456658 1.5259646835875491 -0.83584914087915296 1.0000000180025095e-35 -0.99375782586399386 1.0000000180025095e-35 -1.0414579620053266 -1.2067979537695697 0.47270872550543164 -0.85387368036333045 -0.35445085704501039 0.23257775973836461 -0.49410520656350609 2.5372670770458572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 25 10 8 16 -9 11 18 20 -14 15 -6 -8 -18 19 -7 -5 -22 23 -23 -19 -1 27 28 29 -27
right_child=-2 -3 -4 12 14 6 7 9 -10 -11 -12 -13 13 -15 -16 -17 17 24 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.026800757630246405 0.00040131129584393351 9.1477784213048197e-05 -0.011845423901296327 0.0068028528179793647 -0.021316962163736464 0.0015461977390632828 0.060504959380105652 -0.022773824589775841 0.062419488459648093 0.021616567213499891 -0.00310890190056262 0.01896737569993219 0.0017650928183523742 0.053944338682555895 -0.011621871593112135 0.1015652710676769 -0.017557587734376039 0.030503000577702173 0.0043701582693128896 -0.019348709263597687 -0.01601355554074969 0.1736110351622486 -0.0063516149824153316 0.015254134933428099 -0.076699966374618761 0.0287483628051666 -0.016815161285798529 -0.018143655318352745 -0.0011583468995733552 0.19232977757288022
leaf_count=1431 191352 89765 8797 1418 77 2609 57 229 35 759 13136 1636 1302 117 7234 74 3241 204 18142 1756 7229 36 4905 255 28 692 3162 995 1236 22
internal_value=0 -0.0245235 -0.0681348 -0.0552249 -0.0308514 -0.0103902 0.00945599 -0.148795 -0.247669 0.219973 0.0319175 0.0775654 -0.146416 0.144546 -0.207155 0.845492 -0.275194 -0.298351 0.0542025 -0.127486 -0.182876 -0.217793 -0.0926278 0.709497 0.367437 -0.192472 -0.107203 0.0583076 0.246084 0.649611
internal_count=361931 170579 80814 72017 56755 49370 41832 4553 3565 988 37279 24143 15262 1419 7385 151 3530 3473 22507 4365 13843 12425 5196 291 232 7538 6107 2945 1950 714
shrinkage=0.05


Tree=2481
num_leaves=31
num_cat=0
split_feature=888 130 1218 569 139 21 844 836 996 564 779 17 879 140 831 5 588 682 271 1257 1456 1323 611 355 86 1120 1104 210 1193 498
split_gain=16.8307 19.4737 19.5539 18.8018 20.2879 19.5254 18.5483 19.5128 26.0398 22.0912 23.1951 26.4512 21.0768 19.2281 17.9574 19.7281 18.8553 20.8461 21.3791 20.1433 18.3612 19.3376 20.4565 18.1027 21.7563 19.8514 18.0703 22.0084 17.9787 18.4297
threshold=1.0000000180025095e-35 3.2630020663441712 2.1598224403851116 0.52602231833944024 0.42170797026284562 -2.9709283393608152 -1.420672502492778 -1.6366897355490824 1.0000000180025095e-35 0.45895136044747598 0.50762951150984303 0.57731192476990156 1.0000000180025095e-35 0.88970115856295362 -1.238483305463175 -0.39344236908378699 0.71188872395471614 1.3140755578960717 -0.29502685028357389 2.2044830449959529 2.3245100804848868 0.84336941216802419 0.77037178917660254 0.10515705395526738 1.0232812976480088 -0.63544727712304649 0.9406627910559664 1.5806774660123917 4.2386806022684906 1.0157062599335271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2 8 9 10 -8 -12 13 -10 -9 20 17 -17 23 26 28 22 -22 25 -25 -19 -18 -28 29 -16
right_child=1 -3 -4 4 5 -7 7 14 12 -11 11 -13 -14 -15 15 16 19 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=9.2739999629396655e-06 -0.012884028657397146 -0.027783831461217948 0.01229237548904131 -0.004493616177610747 0.065569537366240715 -0.019950809570882525 -0.0090810687211115761 -0.015336710528553505 0.053548539468651471 -0.057897485801232267 0.014947285234427565 0.15315375529257425 -0.01427838963495718 0.17343158850039453 -0.0081507956143755406 -0.0015098492122759418 0.012447886283912617 0.042270974236236547 -0.0052423564102716614 0.064941652291360771 -0.0046033261995789884 0.087902151878081786 0.067735224405703037 0.034014667056392188 0.11280619623196819 -0.0124366800190676 -0.023349655515971773 0.069884325593882884 0.1053750295563477 0.0082850143287044719
leaf_count=315733 2640 638 1102 8262 25 3380 308 1936 176 116 84 44 91 20 9395 12041 2596 146 536 70 269 39 61 276 68 250 366 31 25 1207
internal_value=0 -0.0528405 -0.047023 -0.0571684 -0.158198 -0.366075 -0.0279099 -0.0115431 0.407059 -0.0294608 0.293835 1.33033 0.95571 1.30817 -0.0216672 -0.00765475 0.045506 0.00227495 0.307691 0.209773 -0.0942613 0.408688 0.20246 0.564237 0.981426 0.215846 0.176337 -0.287288 -0.116661 -0.121842
internal_count=361931 46198 45560 44458 11667 3405 32791 30151 839 552 436 128 287 196 29312 27376 16380 13317 1276 3063 10996 369 330 740 344 396 2993 397 10627 10602
shrinkage=0.05


Tree=2482
num_leaves=31
num_cat=0
split_feature=785 728 854 1434 345 629 962 1065 489 842 570 570 80 971 227 85 1314 8 219 81 264 1183 1324 414 843 907 425 1320 1454 652
split_gain=16.7125 19.3178 19.8097 19.7374 19.079 23.0286 24.0231 22.9655 21.3774 22.3021 20.9851 19.98 19.7787 18.6216 22.995 22.6944 17.9731 18.3391 22.361 21.8632 17.7359 17.3915 22.8184 17.3896 20.4694 17.1793 18.8472 23.6787 18.5651 17.9308
threshold=-0.86283290253235112 -0.49008176997875957 -0.87473648844905705 2.8669757903678827 -0.15232342428605333 -0.19036665458642657 0.78457125397875782 1.0518754624258557 1.7349717362721566 -0.83162309413616342 0.71405736081696158 -1.0000000180025095e-35 2.6362659066418623 -0.210619286214764 -0.27638097454668514 0.73580899339318506 -0.099381921689977212 0.64173276068922547 -0.27169283914788406 1.3291203850528974 0.38646845251715672 0.76365206452246459 0.66058486594431753 -0.45783872475207121 1.7263692637495505 2.6596371626767215 0.53213787649468658 0.73673932704791711 -1.0640499357927207 -0.55024281929118113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 16 4 5 10 -7 12 9 -9 -4 -10 13 -6 15 -15 17 18 19 20 -3 -1 -23 24 -16 28 -27 -28 -2 -30
right_child=25 2 3 -5 7 6 -8 8 11 -11 -12 -13 -14 14 23 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.010222351263867568 -0.026168598483858909 0.0026573823940802227 0.0073690797884138556 -0.013414929695993128 -0.0013759294281639682 -0.0021573661123862864 -0.020960002835290203 -0.022558594036765606 -0.0069253567448135838 0.024271262560259989 -0.014500977875960117 -0.14096793133477251 -0.040811284535179827 0.006741403188432595 0.0029733817010530387 -0.013284209392886099 0.021393463808167645 0.030862202434503522 0.0080411426606652302 -0.097373759744607935 -0.056844489577904611 -0.0019467128509868701 0.046066869569959541 0.017319724560777988 -0.070809137532877306 0.011204738398448405 0.0022361544699373427 -0.038188169033872815 0.00063704553910499105 -0.0012018455749914364
leaf_count=2681 547 180 4061 947 4156 4188 990 140 54 1492 612 20 119 2542 544 923 1334 225 631 49 92 541 174 2814 50 3618 1072 292 104364 222479
internal_value=0 0.0444923 0.0633645 0.0441702 0.0566904 -0.0146942 -0.115304 0.111789 0.353882 0.406209 0.0936262 -0.837933 0.0771383 0.0863827 0.155354 0.0280779 0.248735 0.0566733 -0.0730953 -0.540056 -0.312691 -0.120488 0.204762 0.277728 -0.0587314 -0.0100338 0.131469 -0.109092 -0.012064 -0.0114482
internal_count=361931 29559 26163 23652 22705 9851 5178 12854 1706 1632 4673 74 11148 11029 6873 3465 2511 1177 952 321 272 3396 715 3408 594 332372 4982 1364 327390 326843
shrinkage=0.05


Tree=2483
num_leaves=31
num_cat=0
split_feature=785 728 647 590 852 1181 700 551 1307 150 152 705 791 1469 1358 21 21 1116 909 1320 889 981 618 220 1386 1469 275 882 450 746
split_gain=35.7013 32.4529 26.0461 62.6069 24.5439 32.3668 27.8622 26.6753 39.5563 24.9772 24.3613 23.4948 23.4417 23.1876 25.9631 26.6573 25.697 26.4449 22.9391 22.6746 22.8042 23.3844 24.8397 22.1749 23.3606 21.8227 31.9457 21.3928 21.3682 20.8972
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0747610123934368 -1.3088044079214605 -0.3146443644456704 1.0000000180025095e-35 1.6294210021612947 -0.28316188333588482 2.3822369993612553 -0.0050352993931598944 1.0000000180025095e-35 -1.0588145806293296 1.0000000180025095e-35 4.5933813388752975 -0.13431221002227373 -1.0477340759045499 -0.62658750036069699 0.97912365359497311 1.3149075955530187 2.543085592592472 -1.4147875658213491 -0.76478048334061477 0.79041794151907141 -1.3263328046252252 0.4022431516292117 2.1621367426492752 -0.83567651168909196 3.6288968102052546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 3 -3 13 -6 7 -7 -9 10 12 -1 -8 16 -15 29 17 -2 -13 20 21 28 -23 24 -19 26 -4 -25 -18 -16
right_child=1 2 25 -5 5 6 9 8 -10 -11 -12 18 -14 14 15 -17 19 23 -20 -21 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-2.3984365286317907e-05 -0.00011983718701388892 -6.3617025707166902e-05 0.00082935688079838026 0.00044964201814859796 -0.00020683395451030726 2.1284523136797412e-05 -0.00023490244262751713 0.00024703345810089496 -0.00030452799403210199 8.1232824050338963e-05 0.0004991230747989514 -6.390901449131875e-05 5.1761731626262789e-05 -6.2677593858615925e-05 -4.2283233056161334e-06 0.0010854371733560535 -0.00033689104042122152 4.4850102455433581e-05 0.00013424025113466744 -0.00027092351683703222 0.00024950378694066008 0.0023726976090224666 0.00035396991193339494 0.00018539134513883404 -0.00047395102233832917 -7.5278756199467621e-05 -0.00049908951058142607 -0.0005043944049522986 -1.6748338905122508e-05 -0.00035437789320073707
leaf_count=10316 2693 4821 244 1384 2643 5709 3901 7410 804 6855 247 3120 2036 67524 104584 76 1164 3212 16123 1700 1390 31 156 9946 544 93376 110 193 8952 667
internal_value=0 -0.0218661 -0.0620025 0.0848307 -0.0085034 0.0492374 0.0688742 0.134207 0.210791 -0.00353143 -0.107021 0.0573507 -0.138128 -0.0178672 -0.0287527 -0.0060865 0.0366662 0.0937565 0.103082 -0.0325854 -0.000913269 -0.0352634 0.686601 0.128123 -0.0230889 -0.0737393 0.43835 0.175835 -0.0494024 -0.00729576
internal_count=361931 332372 99935 6205 232437 29605 26962 13923 8214 13039 6184 29559 5937 202832 172851 105327 29981 16588 19243 13393 11693 10303 187 13895 3756 93730 354 10139 10116 105251
shrinkage=0.000980392


Tree=2484
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 727 1022 48 146 1002 746 1016 209 350 306 641 139 1109 912 468 837 1467 846 913 885 1038 1453 356
split_gain=39.1001 33.7461 29.4855 32.3954 27.47 27.1588 70.4888 25.7808 24.9094 24.9136 24.3236 23.9454 22.3917 23.411 22.2199 22.1016 25.1957 22.7808 22.6606 22.2343 22.2842 22.0427 21.8239 21.4326 21.4197 21.3994 21.2974 25.5455 23.7965 21.035
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 1.0000000180025095e-35 1.8372674881307383 2.7503861831498626 0.69854289147193727 0.66766320980544069 1.0000000180025095e-35 0.23696906566319156 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 0.3449423063268105 -1.3649002260363143 -0.84635152736077035 2.1467708086619246 0.024157340759037613 2.6212945108504591 -0.53268848306471728 -1.0282579537198486 4.8263866747680533 -0.13621241692436364 2.1847129145757513 -0.88459116152366701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 15 -1 6 -3 -5 9 10 12 -9 13 26 -13 16 -4 -18 21 20 -19 -17 -14 25 -7 -15 -2 -28 -29 -8
right_child=1 5 3 7 -6 24 29 11 -10 -11 -12 14 22 23 -16 18 17 19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-2.0854221939617299e-05 -0.00012262003801231331 -7.7430944905251695e-05 -0.00017093713452016155 -0.00011631710414349666 0.00010945094099371466 -2.7315194193946966e-05 -0.00021092250344052736 0.00026288491987741541 -7.3904606644511037e-06 -0.00024008373575376812 0.00032303909211065402 -0.00041014642243409287 -1.6698814018459675e-05 -0.00017796508428580033 0.0002138476909628654 8.9333652808428916e-05 0.00017539729399209419 0.0013102762719310705 -7.8506697117687967e-05 -0.00022369191565724399 -0.00047372965576737572 -0.00032550553742131277 0.00047172024877108632 0.00021738013431002684 -0.00010825103803104647 -2.1583952012853184e-05 0.0011769079104975691 -0.00025816422470713627 0.0015548258934448146 0.00055994450553499054
leaf_count=12551 37797 4821 6553 1294 17008 29774 198 5339 103001 4653 765 480 902 5242 482 17291 2409 77 5982 1585 62 592 650 1393 63956 35535 105 220 28 1186
internal_value=0 -0.0299678 -0.0163641 0.0351485 0.052778 -0.07075 0.0787709 0.158832 -0.0289132 -0.0606864 -0.0515171 0.213104 -0.0560604 -0.0626345 -0.0907398 0.00583433 -0.0809686 0.0483616 0.041085 -0.151138 0.683155 0.0774932 0.189229 -0.0306056 -0.0826883 -0.0406084 -0.116685 0.387914 0.00579389 0.475966
internal_count=361931 332372 232437 42146 29559 99935 6205 7595 190291 87290 82637 6301 81872 80320 962 34551 10686 4133 23865 1724 139 17883 1552 42170 93730 40777 38150 353 248 1384
shrinkage=0.000980392


Tree=2485
num_leaves=31
num_cat=0
split_feature=50 194 785 1470 747 56 729 852 188 841 1467 141 519 927 1450 54 668 1367 1469 45 586 828 1037 727 597 714 938 620 1119 791
split_gain=33.386 65.3658 29.4231 29.3585 29.1127 26.387 26.1464 27.3299 25.7448 25.7119 25.0317 24.1749 24.0535 24.7628 23.2582 22.9497 26.1066 25.0127 24.7337 26.7371 24.6744 23.5775 22.9297 22.8133 22.6559 23.1248 32.8486 27.323 25.1385 24.5686
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -1.319112866592808 0.34871943973277292 1.0000000180025095e-35 0.75637635299260908 1.0747610123934368 1.0000000180025095e-35 1.0950124441464968 2.6212945108504591 -1.4097319535004476 2.1420547332082829 1.0483613175537825 5.0246054876517006 -0.42445565733332025 6.162002192503798 2.5331827323310612 0.89249481792896723 -0.4851739300165801 -0.96684937505040536 1.8392426810273412 0.054934626273265431 1.0000000180025095e-35 3.1596628491584919 1.0000000180025095e-35 1.0000000180025095e-35 0.88084169889549835 1.9448371284498143 1.4161025625550929
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 23 -1 -3 8 7 10 14 -8 12 -9 24 -14 15 17 18 -5 19 -17 21 -21 -13 -2 25 27 -27 29 -29 -4
right_child=2 4 6 5 -6 -7 9 11 -10 -11 -12 22 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=6.7444298114019337e-05 4.797867424079529e-07 -4.0833492376657465e-05 8.8493570534590351e-05 -0.00027513940837806518 4.1511458399860838e-05 2.2923035078074082e-05 -3.3256517884524512e-05 -0.00024695644547417859 1.434795402506712e-05 -0.00018311665144081949 0.00017807831455146267 1.8874233902246668e-05 0.00015306833506301763 -0.00017817951495050684 0.00063435981979897917 -0.00019627187248309901 0.0013501229086031895 0.00044323885104369714 -0.0002935360265447382 -0.00077239352546227202 -1.8203633538810793e-05 0.0016010486850815734 0.00017401372395359809 0.00016783332052125148 0.00034503875777922016 -1.4018061177118962e-05 -0.0001142659701031076 -0.00017099746727638197 0.00068450055470528051 -0.00014168412554153907
leaf_count=4039 6332 61425 18414 19097 28911 6512 49532 1036 5158 7636 2902 7690 5905 1051 153 15349 42 283 7157 685 15699 39 8305 8442 643 49172 23690 3929 147 2556
internal_value=0 -0.0468255 -0.00143808 -0.113324 -0.0109422 -0.130115 -0.00942619 0.00674713 -0.14967 -0.0536683 -0.00640893 0.0843802 -0.0122265 0.103731 -0.169766 -0.173865 -0.136777 -0.263379 -0.140305 -0.108425 -0.0367068 -0.633241 0.10292 0.0913755 -0.0215727 -0.0245259 -0.0443181 0.0328096 -0.136922 0.0635933
internal_count=361931 164549 197382 74213 90336 70174 182608 125440 63662 57168 108409 17031 105507 6956 58504 58351 38971 19380 38929 31772 16423 724 15995 14774 98551 97908 72862 25046 4076 20970
shrinkage=0.000980392


Tree=2486
num_leaves=31
num_cat=0
split_feature=733 785 125 750 1378 767 1256 421 1110 842 705 1287 57 21 1329 7 710 839 694 1470 550 1243 1176 562 83 1452 113 1024 557 1453
split_gain=33.8861 33.2627 29.1526 32.2055 37.92 29.5585 27.1336 30.8399 29.2376 25.9066 25.7675 25.4846 23.7664 24.1674 23.3933 23.3715 23.1029 31.8363 30.7512 33.7361 25.8524 25.6485 32.2181 26.2319 23.9385 24.3838 22.9399 23.479 23.4644 22.9039
threshold=1.0000000180025095e-35 -0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 0.29079056963915867 0.86829033918753795 2.0533739953076 2.2980089318068333 -1.8582036351672719 3.1048954322592532 -0.0050352993931598944 2.0134489336482666 0.72527224708021132 1.0000000180025095e-35 -0.98480943630639217 -1.2954887005984863 2.0990458417769733 2.4231395658259918 1.472293636309757 0.88064864201853632 1.0000000180025095e-35 -0.35254430179205604 -0.13185579747595838 -0.020472728369581774 2.3850918402502468 0.4574370156891629 1.0000000180025095e-35 1.3727948663943095 -0.70530571838800626 1.1343281912642689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 6 9 12 7 16 -9 11 -1 -5 -4 14 -14 -7 21 18 19 20 -18 -3 -23 -24 25 -20 28 -28 -16 -2
right_child=29 2 5 4 -6 15 -8 8 -10 -11 -12 -13 13 -15 26 -17 17 -19 24 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.8568320775743402e-05 -8.6157532840824776e-05 -3.1672209170416184e-07 2.1288789944127523e-05 -0.00018860419538125844 9.4663477582375053e-05 0.00024333058889100157 0.00010507842122433919 0.0016482693620809194 -0.00023908849058490572 0.00077927772778552855 0.00011469744657997861 0.0002995757302246743 -0.00080260506991800093 5.3291398029172896e-05 -0.00015905030194169318 -9.2944308725033137e-05 -1.619874828188305e-05 0.00067509287337643245 -0.0001237269147903635 0.00057638810673128771 0.00044749286706270339 -0.00010907296125979147 2.8199230304195557e-05 -7.9923679452001729e-05 0.00078266160622639941 0.00017235503745444578 0.00014691189177691401 -0.0010549291829797156 0.00049867194276788927 5.936748096058807e-05
leaf_count=8441 65250 68735 38328 22453 3520 932 7126 43 4939 171 16318 570 85 5107 273 11830 2360 353 6034 797 623 40636 24348 21323 136 1634 1218 78 1753 6517
internal_value=0 -0.0110304 -0.0188367 -0.0331471 -0.120559 0.02112 -0.0233326 -0.0294926 -0.22448 -0.166649 0.064738 -0.175269 0.0455001 0.139912 0.272546 -0.0690569 -0.0245851 0.0694822 0.0481511 0.204942 0.0967199 -0.0323974 -0.0599461 -0.019733 -0.0360099 -0.0549307 0.298217 0.0849794 0.430069 -0.0719989
internal_count=361931 290164 265405 205801 26714 59604 179087 171961 4982 23194 24759 23023 46842 8514 3407 12762 166979 11937 11584 3780 2983 155042 86307 45671 7804 7668 3322 1296 2026 71767
shrinkage=0.000980392


Tree=2487
num_leaves=31
num_cat=0
split_feature=728 1111 1394 1324 784 990 927 792 496 745 809 1234 781 1016 9 83 746 961 1051 401 1325 852 5 879 21 1450 428 1381 1359 853
split_gain=17.2916 18.7414 18.513 21.1807 20.1733 24.3245 24.3281 22.8736 33.2922 27.561 26.1189 25.925 31.0694 28.7174 29.1715 23.2817 23.8891 27.0269 25.7518 23.4513 23.246 21.9308 22.4001 21.9148 24.8855 24.5961 23.7274 22.4418 21.1973 21.017
threshold=1.0000000180025095e-35 2.3727033970874669 -0.91929114180289628 1.3899458209495001 0.9594655836162902 0.65656536832909496 1.0483613175537825 1.0000000180025095e-35 -1.3494594310371466 1.0000000180025095e-35 0.66649192610754393 1.0000000180025095e-35 1.0000000180025095e-35 0.65834228227133607 1.2737394263639603 -1.373504721801915 1.0000000180025095e-35 2.306375907822777 2.2316325986040835 5.609600370218689 -1.1841043621891953 1.0747610123934368 -1.0821368227570305 -0.65854580630962423 -0.51252769393407926 0.30105170198065284 -0.89923023411407643 -1.2661625072802203 3.3960325551778485 0.45320706742212763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 21 -7 8 10 -9 -4 12 13 15 -15 -10 17 -17 19 -18 -14 -6 -23 24 27 26 -26 -13 -11 -22
right_child=1 -3 4 -5 5 6 -8 9 11 28 -12 23 20 14 -16 16 18 -19 -20 -21 29 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013624129201008869 -0.001382629379962407 -0.012457399592690478 -0.011101053637676118 -0.011330115441719418 0.00012023697641960582 0.010485410475890269 -0.010222978536228906 0.00043198513374911315 -0.016466937397360014 -0.003337445740908225 0.0061703583581910609 0.061488298185864772 -0.022035327639646121 0.014074142440976038 -0.008368077052873242 0.0012422504045918432 0.008065023603542696 -0.033674003689901984 -0.019922253905810997 -0.10324223810844757 -0.0019061520935770957 -0.018086741559927594 0.0098387997112890993 -0.002367297115371396 -0.018651143375693683 -0.012446004601330142 0.006258543168761203 0.0098482896700886596 -0.034017023095053917 0.0078856016249694502
leaf_count=38278 106252 2838 6236 3200 23929 6158 661 49086 822 35540 1442 89 768 5728 712 11390 13419 487 392 33 11956 391 4280 25017 572 1454 4146 3220 338 3097
internal_value=0 -0.033197 0.0038149 -0.0442385 0.0116669 0.0583557 0.171687 0.00142168 0.026765 -0.024675 -0.139275 0.0381928 0.0705206 0.108997 0.236098 0.0753591 0.086017 0.00789055 0.145079 0.160917 -0.0112219 0.0300744 0.160801 -0.0106588 0.0784174 -0.0042492 0.0735484 0.233461 -0.0729769 0.00555318
internal_count=361931 109090 252841 41478 211363 35419 6819 175944 90980 84964 7678 83302 48804 32983 6440 26543 25721 11877 13844 13452 15821 28600 4671 34498 9481 6172 4718 3309 35878 15053
shrinkage=0.0490196


Tree=2488
num_leaves=31
num_cat=0
split_feature=181 1442 890 705 271 702 1464 1468 1465 1468 1462 1452 21 1449 1461 1454 1454 1453 21 1450 1450 1461 1450 1468 1457 1456 1457 1457 1466 1458
split_gain=39.2312 30.2387 32.6325 29.1843 28.2392 25.9522 27.2275 26.8832 25.1294 29.8524 31.8593 42.8258 40.2585 35.4454 33.7983 28.9847 38.8524 37.8142 52.1087 38.3106 35.3306 32.7388 60.9889 45.0736 47.6754 38.8801 35.2812 34.6427 33.088 32.1922
threshold=1.0000000180025095e-35 -1.2625182715263061 -1.3230736206490437 1.4125972960924511 2.2544765320025699 2.2275443133153514 0.2602645535820674 1.7230169708605612 0.56487967955244278 0.90889364240410331 0.29780262075440644 -0.040165293880613427 2.1349806934485605 -0.33812127112891666 0.56849382259836123 0.50933602050530713 0.59451361664333191 0.89653246390762387 -0.32341995197817647 0.88343564287383192 1.4080903315905215 1.3050064473793943 -0.57378190399925333 0.66741765750458459 0.38024431803984493 1.5571501639310992 -0.21045860072163367 -0.41252357085658425 0.26483232254807937 0.50653698490327359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -8 9 15 -11 12 -12 -14 -13 17 -17 21 29 -20 -21 23 25 -4 28 -23 27 -24 -25 -19
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 11 14 13 -15 -16 16 -18 18 19 20 -22 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.8750267625390604e-05 -7.3347486721933022e-05 -7.5459018102044749e-05 -8.6575964785034935e-08 0.0001181126337463428 -0.00012830748250771174 -0.00014622731637542561 7.0666497619178046e-05 -0.00011830392995323995 7.361982967016486e-05 1.2341115953128717e-05 0.00050185558374710767 -0.00037856575585266803 -0.0016164487668562499 0.00038517815291954754 0.00038794507882691326 -0.00050638765922413401 -8.8073454574089628e-05 0.00027781707024230646 -0.00035320845249341127 0.00054519784482497623 -0.00043861798844490799 0.00081137688811931306 1.5434385801925141e-05 -0.00057593238026384897 7.7226493522753977e-05 -0.00013986551618434205 0.00027629101316254924 -0.00066098912397915817 0.00027695091057647082 -0.00051198665876087623
leaf_count=62281 75166 30934 69559 10504 9369 4929 42675 3666 15844 7769 1973 745 100 65 363 1206 10711 1387 4547 370 255 795 1139 1801 1138 264 1329 537 238 272
internal_value=0 -0.0108627 0.000233397 0.0095644 0.00305359 0.00857711 0.0130651 0.0570771 -0.00428919 -0.0166712 0.0894556 0.264569 0.433257 -0.615993 -0.0870504 -0.0293896 -0.130149 -0.0148244 -0.170632 -0.283039 0.184434 -0.000759487 0.186727 -0.0117926 -0.269433 0.614957 0.0248135 -0.190263 -0.480229 0.153838
internal_count=361931 286765 224484 193550 183046 173677 168748 46341 122407 106563 11015 3246 2138 165 1108 95548 11917 83631 6831 5172 625 76800 4064 72736 3177 1059 3005 1676 2039 1659
shrinkage=0.000980392


Tree=2489
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 1022 1016 859 728 346 1249 1040 759 834 570 636 15 1145 1444 50 1047 840 1393 349 678 677 1424 578 1134
split_gain=35.6956 31.2047 27.9101 68.9137 26.7025 30.7017 28.9938 26.9705 25.2724 23.2717 22.7107 23.7203 29.0032 24.5018 22.7364 22.4716 24.4465 23.7478 25.2272 24.7322 22.6099 22.9226 22.4855 22.4021 22.0467 21.8931 23.945 21.663 21.4693 22.1875
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 -0.49008176997875957 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 -0.48460852809644533 2.4129057422810987 1.9016026118134437 1.0000000180025095e-35 1.0000000180025095e-35 1.4829784501753427 -1.0794544675301283 2.2007510576511109 1.0000664701127471 -0.023408505506247127 6.0948733974029876 1.0000000180025095e-35 1.0000000180025095e-35 -0.87905496296652397 1.0445639817206116
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 -3 6 -6 7 10 -7 -1 11 12 14 25 -2 17 20 18 19 22 -17 27 -4 -20 -24 26 -14 -22 -11 -30
right_child=1 2 15 -5 5 8 -8 -9 -10 28 -12 -13 13 -15 -16 16 -18 -19 23 -21 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00012589269261991851 -0.00035627277843053616 -6.9887665018986646e-05 2.7880710298501271e-05 0.00046860183764421725 6.0694997096021241e-06 0.0004419540443564406 -3.1149272867200243e-06 -2.695346897873242e-05 0.00010315473571102943 0.00023158005569640439 -0.00020755729353909215 -0.00022216895202828527 -7.9949804602302566e-05 0.0008121967724980685 0.00098105760989264075 -0.00012979520452200628 0.00036606430498147419 0.00028000295423036736 -8.9570487886025808e-05 -0.00017260466119228382 0.0011309695930073983 -9.7961801539777232e-06 0.00068590469190311996 -0.00040153753537380056 -0.00015574289080945585 0.00083956345409551703 0.00012427739456802954 8.6718639197881191e-07 2.3368532659552354e-05 0.0002224117796169283
leaf_count=3396 2747 4821 15268 1384 34551 1153 103001 45923 6442 3407 14802 6707 13021 210 95 55011 602 1266 10023 4263 189 4368 440 1859 251 102 3683 190 19831 2925
internal_value=0 -0.027407 -0.0666748 0.0851417 -0.014317 0.0347336 -0.0262737 -0.0605662 0.155276 0.0517569 -0.115918 -0.0728924 -0.0323114 0.00226184 -0.311169 -0.0787875 -0.109393 -0.0265507 -0.041201 0.00938751 -0.115106 0.034221 0.0498052 -0.141739 0.438237 -0.00881869 -0.0184 0.604724 0.0723067 0.0490907
internal_count=361931 332372 99935 6205 232437 42146 190291 87290 7595 29559 41367 26565 19858 17016 2842 93730 60360 33370 32104 20222 59758 4747 15959 11882 691 16806 16704 379 26163 22756
shrinkage=0.000980392


Tree=2490
num_leaves=31
num_cat=0
split_feature=785 181 727 837 567 1286 8 1463 942 484 145 402 1464 633 1292 872 263 911 444 1467 139 264 405 1465 1466 1053 503 86 1085 741
split_gain=44.4094 31.5053 28.4171 27.4601 30.8697 26.7285 29.56 28.9683 36.972 23.7903 25.6556 22.6131 24.4009 22.4817 26.346 22.6443 22.2649 22.2289 22.1368 21.161 24.9787 21.613 20.1882 20.0407 22.6032 20.0202 20.0062 24.2079 19.6748 24.0217
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.64384972645585192 0.98191358321475442 0.78161905918100072 -1.3201780167189929 -0.043407658172389896 0.44633743931240322 0.40243943359777712 -1.1507712560729344 2.3072461888407707 0.46787064418763252 2.0602254807584486 1.0000000180025095e-35 1.0000000180025095e-35 1.6445160113075163 1.0220698395793562 -1.030303753827398 -0.41259912630364309 -1.0330013613250195 1.0000000180025095e-35 3.5736363738346935 2.6851373032125321 2.0950462075603755 -0.21942938882199489 -0.45191324520177495 0.70432613186894344 0.65345832377966362 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 17 5 18 9 -7 11 19 23 -11 28 -13 15 -15 -6 -3 -1 -5 20 -9 -22 -4 -2 25 -25 -17 -28 -8 -30
right_child=1 16 22 4 13 6 7 8 -10 10 -12 12 -14 14 -16 26 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-5.1961535682771252e-05 -1.306519091676853e-05 -9.0885746049917924e-05 0.00012066125027658235 -0.00027027664611428817 -9.9966366017668185e-05 -0.00020695994046895707 4.9829667044957004e-05 0.0007722361048168254 0.0002680616636595378 0.00013095929362504593 -9.3533673906418191e-05 -0.00053365333965470782 0.00041422717561837008 -3.2324443538994897e-05 0.0007894982911379135 -4.8875143415573744e-05 9.8890365021653552e-05 0.00020517781508322443 -7.5672803711463094e-05 -2.9799863959906462e-05 -8.0343034387368522e-05 0.00024667922251271027 -0.00079511085614397312 0.00020785419502638585 0.00041381258552317828 -0.00017621061844871547 0.00040265568909497599 -0.00019281854425166539 -0.0002101136680373903 0.0001460007001553177
leaf_count=10974 123931 66760 16882 4473 4069 2580 17594 268 4928 2973 33295 627 129 349 322 1489 3060 1577 46023 6130 1569 2248 126 1309 939 1118 1633 467 2938 1151
internal_value=0 -0.0309033 0.057148 -0.0205671 -0.0673607 -0.00894052 0.041096 0.0549743 0.126499 -0.0221534 -0.0764484 0.00437984 -0.356926 0.0605228 0.427033 0.0219195 -0.0809555 -0.0180704 -0.0913913 0.0506247 0.170044 0.124297 0.1169 -0.00845343 0.152577 0.0407765 0.149068 0.290833 0.0177288 -0.113744
internal_count=361931 332372 29559 262552 58825 203727 40162 37582 15143 163565 36268 22439 756 8329 671 7658 69820 12551 50496 10215 4085 3817 17008 127297 3366 2427 3589 2100 21683 4089
shrinkage=0.000980392


Tree=2491
num_leaves=31
num_cat=0
split_feature=545 785 332 257 402 1065 657 219 1002 332 1023 1467 62 891 145 1198 623 1323 921 490 211 1384 710 908 1463 1470 548 1010 681 1463
split_gain=38.735 36.1896 30.5062 54.1693 36.4097 33.9178 42.0458 30.0561 27.8441 34.3413 31.6491 27.4664 26.0149 29.2772 27.2291 25.7474 25.4992 25.3812 25.3641 25.3166 25.1304 28.6622 24.8331 25.5869 24.2163 25.2735 23.9936 23.5023 23.4991 25.2287
threshold=-1.0372938969678034 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 -0.29429909822911982 -1.2839827741144945 0.69854289147193727 1.6399250563363121 2.9333578212263807 1.4788072840855835 -0.37712515092315846 1.0000000180025095e-35 2.7274623008446248 -0.921629809143793 0.20654460175182413 -0.94691474809493348 0.62154522891879982 0.43693312796819544 -0.49946548752602621 -0.72428444990687824 2.3562736834877938 -0.65784025058352025 1.0489655705995982 -1.3072861918153278 -0.40317080334297789 4.1811079772937587 1.0000000180025095e-35 1.7708704758753313
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 -2 3 11 -4 7 20 -6 9 17 19 12 16 14 22 -5 -3 -9 -19 -11 -7 -22 -14 -24 25 -15 -12 -17 -1 -30
right_child=1 2 4 15 5 6 -8 8 -10 10 26 -13 13 24 -16 27 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.2157627167972004e-05 6.5137265714166337e-05 -0.00040828519343066443 -4.2594864023193384e-05 -0.00011047743194079644 -0.00032797700410424892 0.00027825653413800938 -0.0001838912790889272 -0.00011830546581540242 -4.5288638939424756e-05 0.00017466302453880968 -0.00061100590700730051 9.1130037251651826e-05 -0.00015331302518694308 0.00043958525047288656 0.0011002056547908833 1.0201335219218858e-05 -0.00010912827006340525 4.1590168175699237e-05 0.00017262319398185459 0.00049512148768324953 0.00036944553681610994 -0.00017678832871986777 0.00061461510081209662 -8.097449860311435e-05 0.00046643568375560543 -6.7160069498431641e-05 0.00068736270447403484 0.00065916162236646654 -0.00021178295998469079 0.00023831186905516125
leaf_count=79322 26335 6212 52762 10521 1202 1486 5867 4321 9902 5383 292 3654 33008 508 141 47963 4645 35670 7236 1121 472 1732 390 743 656 5351 59 240 13804 933
internal_value=0 -0.00915453 -0.0181772 -0.0483676 0.00313993 0.0312697 -0.0808105 0.0487384 0.0539707 0.0727714 0.204165 -0.113983 -0.131298 -0.105287 -0.136931 -0.00628552 -0.272689 0.0517769 0.0654886 0.236064 0.0877883 -0.0537579 -0.14129 0.191607 0.0495732 -0.00648027 -0.374316 0.0139603 -0.0680185 -0.179991
internal_count=361931 267872 241537 114032 127505 74743 9557 65186 63984 54082 6855 55308 51654 40797 34282 58724 10857 47227 42906 6504 3690 2204 34141 1133 6515 5859 351 48203 94059 14737
shrinkage=0.000980392


Tree=2492
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 1022 727 1016 544 859 346 1249 1040 759 834 678 677 570 636 15 1145 1444 50 1047 1393 840 349 1424 1318
split_gain=36.4306 32.0956 27.2483 66.5533 27.2259 34.6354 27.4555 27.2665 25.6415 23.6759 23.2028 22.7951 23.4327 28.3865 24.2807 22.5966 22.4897 24.6671 22.0598 23.9708 23.5244 24.9805 24.0343 22.4024 22.8762 22.3135 22.2175 21.8142 21.5854 21.5168
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 6.0948733974029876 1.0000000180025095e-35 -0.48460852809644533 2.4129057422810987 1.9016026118134437 1.0000000180025095e-35 1.0000000180025095e-35 1.4829784501753427 -1.0794544675301283 1.0000664701127471 2.2007510576511109 -0.023408505506247127 1.0000000180025095e-35 -0.4017810911101885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 -3 6 -6 8 -7 11 -1 -9 12 13 15 16 -2 17 -15 20 23 21 22 26 -20 28 29 -4 -28 -25 -23
right_child=1 2 18 -5 5 7 -8 10 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=8.8678392414622275e-05 -0.00035166632890211799 -6.9643730499106189e-05 2.637543357171066e-05 0.00045946925113821526 4.9669385850451353e-06 -0.00011990273402162863 -3.6476031427697909e-06 0.00051522856271568954 -2.6807251807210841e-05 -4.6092688860295342e-05 0.00016295769045100784 -0.0002055499188431091 -0.00021906078237047118 -7.9219577119529563e-05 0.00081054474933956431 0.00098122953643166571 0.00085267999645616504 0.00012818657253087261 -0.00012981673769446559 0.00036135773928280368 0.00027766603910826717 -0.0002331826755154684 -0.00017120298595261479 0.0011288234142688247 -1.0517956544148097e-05 -0.00040148182018971793 0.00068091454027309484 -0.00015657776286028555 7.3496781809526029e-07 1.3397039264127078e-05
leaf_count=21198 2747 4821 15268 1384 34551 1294 103001 993 45923 8361 5308 14802 6707 13021 210 95 102 3683 55011 602 1266 4084 4263 189 4368 1859 440 251 190 5939
internal_value=0 -0.0273966 -0.0672301 0.0827891 -0.0141192 0.0354025 -0.0261984 0.163329 -0.0595807 0.0526109 0.21913 -0.113603 -0.0704763 -0.0301372 0.00404864 -0.306456 -0.00698756 -0.0167086 -0.0792024 -0.109537 -0.0274427 -0.0420286 0.00831013 -0.115197 0.0334403 -0.142104 0.0481319 0.434402 0.603378 -0.0918224
internal_count=361931 332372 99935 6205 232437 42146 190291 7595 87290 29559 6301 41367 26565 19858 17016 2842 16806 16704 93730 60360 33370 32104 20222 59758 4747 11882 15959 691 379 10023
shrinkage=0.000980392


Tree=2493
num_leaves=31
num_cat=0
split_feature=476 959 181 785 21 1469 258 769 402 958 497 829 638 1456 936 212 126 1455 1463 1021 420 691 621 902 984 1400 1430 1468 1388 1470
split_gain=36.3353 41.9903 38.1773 32.6337 29.5078 44.5169 35.1983 33.5486 29.0221 39.4292 32.6843 32.6391 28.312 26.7379 26.2684 25.6344 25.2544 25.0648 30.4126 25.0294 24.9706 24.8128 24.4426 23.8863 22.9861 22.8456 24.7566 22.9814 22.9485 22.7974
threshold=-1.0099296266851885 -1.2907225086880219 2.2660174815480416 -0.86283290253235112 -0.32341995197817647 -1.1965077841566287 1.1203171907964993 0.92216168400291432 -0.92710518500779682 1.0000000180025095e-35 2.4192885550665473 -0.31131841806601235 0.17047632166717164 0.086884870144167459 -0.71332139697136976 -1.5931392265202724 1.402259659649604 0.35881941651261778 0.63242675378998692 2.1940019844089416 0.95959656780921843 1.9559762663115983 -0.39004447510575374 0.72580587971126242 0.55739936382844579 0.51004564572615363 3.305673487763424 0.15841268391696464 2.4110983817974296 -1.0234459971557994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 13 3 -3 5 -5 7 16 9 -6 11 15 21 29 -11 -10 -7 18 20 -16 25 -9 -13 -19 -24 27 28 -1 -27 -2
right_child=1 2 -4 4 8 6 -8 12 10 14 -12 22 -14 -15 19 -17 -18 23 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.4626406365290539e-05 8.0822359872470033e-05 8.0947073124917508e-05 -0.00016160427957656945 0.00018290266739273405 -0.00026384084093131015 -1.481166580706986e-05 -0.0001555034388469288 0.00026111271286737204 -0.0008719514526308919 -0.00024423445593264458 0.00016597673395236487 1.0930796100662384e-05 5.352933675100832e-06 -0.00021568800176635848 5.0527717167902144e-05 1.9018310037005116e-05 0.00017975522344062267 3.3097236117595187e-05 2.8195476033849909e-05 0.00083158189745493152 -0.0002361834865689863 -0.0004417725777338382 -6.7538468716574494e-05 -0.00018478494082747933 -0.00023601747788325097 -0.00020549453978639426 0.0014187297108462088 -0.00016863637726734955 0.00098079813656127396 -8.7506842775898953e-05
leaf_count=28797 5196 23636 9087 7070 6243 37468 6329 5725 199 1588 3914 17785 4550 8633 3920 56018 3130 20166 11359 211 9353 276 35325 3406 4667 13815 44 9539 77 24405
internal_value=0 -0.00819552 0.00187581 0.0067959 -0.00273063 0.0363538 0.0136313 0.0316687 -0.0215295 -0.131399 -0.0117885 -0.0190346 0.142336 -0.0877012 -0.00175868 0.0170875 0.00210858 -0.064457 -0.0898344 0.091592 -0.113873 0.238016 -0.0567612 0.00275048 -0.0874841 -0.0917122 -0.190409 -0.0610633 -0.198857 -0.0534235
internal_count=361931 265375 227141 218054 194418 64548 57478 51149 129870 11962 117908 113994 10551 38234 5719 56217 40598 96556 72984 4131 61625 6001 57777 23572 39992 52272 13936 38336 13892 29601
shrinkage=0.000980392


Tree=2494
num_leaves=31
num_cat=0
split_feature=785 728 727 647 590 852 1307 968 65 427 215 1467 767 944 1458 216 283 405 1077 415 17 1151 846 1469 1024 1325 923 850 710 852
split_gain=45.3656 32.7128 28.3358 25.7792 61.3482 25.2412 35.4727 31.1571 27.8513 28.7102 25.118 24.9562 23.806 23.0195 34.5596 33.9209 24.3585 23.1423 22.9929 22.2219 21.2499 21.5823 21.0828 20.816 39.8797 22.7758 21.509 48.4947 28.0341 27.7954
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.6294210021612947 2.0695670359217271 1.6527691397016595 -1.3213734904502978 0.2895601152112896 3.2089320700182484 -0.56975008837771768 0.53713281317862982 -0.06493454140346698 -0.8391142249635104 3.0021117721284316 1.0000000180025095e-35 4.2406324835638474 2.9937019736364952 2.7370911889793996 1.481418445396719 -0.53268848306471728 -1.3460032622719822 -0.55949530861756192 1.4583989971705342 -0.86449023226567734 0.6190413382504959 1.3536697095467554 1.0747610123934368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 11 7 8 9 -7 12 13 -8 17 16 -16 19 -2 23 -15 21 -10 -5 24 25 -11 27 28 -25 -28
right_child=1 3 -4 22 -6 6 10 -9 20 18 -12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=-1.1662881133624368e-05 -3.7833810580792709e-05 -6.6674784244476331e-05 0.00012059311212813584 -2.2704381787122992e-05 0.00044064302228061746 -0.00016025802717012337 -1.2130625175338997e-05 0.00023053918717995186 -0.00020360246513642541 0.00045879653496769512 5.258908044814195e-05 0.00017461200534383796 -0.00035670513373783642 -4.0238252892008255e-05 0.0002761982388416059 3.6418035719502601e-05 0.0010055320907694973 -0.00014109784103097999 -0.0010196428382195592 -0.0006748678120514119 0.0004295029534600975 0.0004370131334773122 -0.00010310015981336533 -0.00015790471496265369 -0.00077672243978800808 -0.0012888352800103013 6.2400779607928735e-07 0.00043134578723288399 0.00045567215238565906 0.00010226858752567947
leaf_count=12551 100472 4821 17008 29774 1384 3815 2113 3232 5424 233 2610 2490 3658 23101 3349 12547 114 15762 98 389 323 293 63956 1595 354 36 29368 1794 364 18903
internal_value=0 -0.025748 0.0633254 -0.0659613 0.0798729 -0.0123554 0.0204418 0.0348644 0.0239088 0.0369358 -0.138347 -0.0292456 -0.239788 -0.0332473 0.0136132 0.0914768 -0.0437689 -0.0498953 0.0484501 -0.0488838 -0.134894 -0.171229 -0.0776099 0.0502454 -0.322145 0.250209 0.0550039 0.205808 -0.0310122 0.0427069
internal_count=361931 332372 29559 99935 6205 232437 74213 65832 62600 56560 8381 158224 5771 155734 39500 15896 23604 116234 52745 23490 6040 5717 93730 52647 623 269 52024 3753 1959 48271
shrinkage=0.000980392


Tree=2495
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 1022 647 590 1016 885 727 1038 350 306 139 641 1002 1453 677 521 209 913 1109 912 73 912 65 783 547 468
split_gain=45.3392 34.2285 28.9915 32.2227 28.6473 27.2283 27.2183 65.3817 26.9098 28.5031 25.5304 24.8009 22.8874 25.3223 23.0249 22.9576 22.4384 22.3357 22.3329 24.1385 22.1511 22.068 21.9394 22.0229 21.8526 26.5311 23.898 23.6209 21.7188 21.6666
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 4.8263866747680533 -1.5722412400100421 -0.17630926381181156 -0.57303265440660456 1.0000000180025095e-35 0.3449423063268105 -0.16610018842257618 0.69854289147193727 2.1847129145757513 1.0000000180025095e-35 1.0000000180025095e-35 0.23696906566319156 -1.0282579537198486 -1.3649002260363143 -0.84635152736077035 0.90046092823542667 1.6442246313874156 0.77605621623814935 1.0000000180025095e-35 1.4078093546699517 2.1467708086619246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 12 -1 8 7 -3 9 18 -5 -11 13 -4 29 -15 -12 -13 -2 -20 -18 -10 23 -17 27 -26 -27 -23 -6 -14
right_child=1 6 3 10 28 -7 -8 -9 21 11 16 17 14 15 -16 22 20 -19 19 -21 -22 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-1.7508411654545537e-05 -0.00016584704877524193 -7.3362939120028087e-05 -0.00017389504342244939 -0.00011686782730208073 0.00013553240766405418 -7.4858052136858855e-06 -8.2515723633832711e-05 0.00044973543732681342 -0.00016006453688865077 0.0012536419201136118 0.00025856795363046585 -0.0001335209161891561 8.8482383977444835e-05 0.00017299875714431388 -8.0251361700960728e-05 0.0012960896127014389 -0.00040210740340782263 0.0016107513877540128 -0.00013100950541904737 0.00010978606404940128 0.00022011210096579075 6.8814887154773413e-05 -0.00022632905758824667 -0.00047511374614443209 -0.00017056965800894364 0.00075152490060667349 -0.00052294978907268695 -4.5592169361108017e-05 -0.00017711600197769443 -0.0003223543658228822
leaf_count=12551 32143 4821 6553 1294 15968 103001 93730 1384 5981 102 5339 239 17291 2409 5982 77 480 28 5376 3479 482 15852 1585 62 6408 246 115 17321 1040 592
internal_value=0 -0.0312255 -0.0175433 0.0334672 0.0577012 -0.0299696 -0.0722405 0.0773505 -0.0631184 -0.118236 0.156642 0.452885 0.0042681 -0.083926 0.0401006 0.0455818 0.210551 0.103796 -0.127241 -0.0296013 -0.0831969 -0.0301403 -0.154438 0.673256 -0.0122436 -0.136021 0.439596 0.00937925 0.117613 0.0767602
internal_count=361931 332372 232437 42146 29559 190291 99935 6205 87290 41367 7595 369 34551 10686 23865 4133 6301 267 40998 8855 962 45923 1724 139 39942 6769 361 33173 17008 17883
shrinkage=0.000980392


Tree=2496
num_leaves=31
num_cat=0
split_feature=785 470 395 203 471 1065 192 1363 263 150 1323 728 651 1085 1449 1436 955 865 1122 21 1038 185 21 1122 828 1458 1449 333 147 414
split_gain=44.7062 34.6507 35.29 31.2652 29.3633 37.4748 30.516 28.4024 30.4214 28.0727 26.9792 26.6221 24.552 24.263 23.4713 22.9048 22.8257 37.756 27.3474 23.4645 22.9111 23.536 22.6624 24.496 22.7735 24.782 25.2858 22.4541 25.0263 22.3982
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.35930717134390644 1.0518754624258557 1.0000000180025095e-35 1.0000000180025095e-35 0.66115833724634121 -0.18016064898803322 -0.86734656319435766 -0.49008176997875957 2.1643410232570424 3.5775253332674297 -0.56302999431273337 0.60428344764309971 -0.56067130660624642 1.0000000180025095e-35 -0.46869382699620854 -0.32341995197817647 0.024174970625427967 3.1373421979546916 1.0000000180025095e-35 0.79579885031402708 1.3412350531382633 -0.82108684835595114 0.90974908063288995 1.6828651434218436 -0.47128145486788897 -0.17264584921211615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 13 -3 6 10 8 14 -10 -6 -1 -7 15 -8 -2 17 29 19 -18 21 -21 23 -13 25 -24 -27 -28 -29 -4
right_child=1 4 16 -5 5 12 7 -9 9 -11 -12 22 -14 -15 -16 -17 18 -19 -20 20 -22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0001313626279916855 -0.00010990582989393027 -2.8786190096655412e-05 -0.00019046699551803314 -0.00022654593730082973 -0.00015933615402539256 -8.2566235325364957e-05 -8.9942694399859405e-05 -5.8180535511943595e-05 6.9642046142123374e-05 0.00045739448703300926 3.984052876181165e-05 5.4019645205260068e-05 -0.00066582982009495445 0.00088653158612061241 0.0001818691508388943 2.6967387158911018e-05 7.9969888776280551e-05 8.6333935928734011e-05 -9.5966945157135576e-05 -0.00021389601584725904 2.147882217968065e-05 0.0014428889278008047 0.00037237323613802928 -0.00019974604939938207 -7.7778502431458132e-05 8.7476534856068466e-05 0.00048961333361209852 -0.0018702856931396318 0.00040590971793703792 1.6360985815246424e-05
leaf_count=3396 44473 128487 5251 20163 3904 5998 1837 2364 1039 2214 26029 9068 318 92 4293 8400 11444 15537 35469 4482 5283 33 2131 2064 2000 9648 1155 47 50 5262
internal_value=0 -0.0299515 -0.0588209 -0.108836 -0.0102563 0.0321679 0.0552563 0.141636 0.190763 0.343158 0.0188252 0.0584246 -0.112123 -0.0803573 0.104405 -0.0837404 -0.0302717 0.0227799 -0.0576179 0.00779559 -0.0726056 -0.200666 0.080326 0.00797249 0.13555 0.168498 0.12645 0.418469 -0.636411 -0.0852935
internal_count=361931 332372 155889 73128 176483 47996 41680 11747 9383 3253 29933 29559 6316 52965 6130 52873 82761 26050 56711 21242 9798 4515 26163 11132 15031 13031 10900 1252 97 10513
shrinkage=0.000980392


Tree=2497
num_leaves=31
num_cat=0
split_feature=181 1469 1452 1459 773 1457 479 692 556 777 217 498 1453 1452 1452 1452 1450 1470 1465 1466 339 1463 1452 1469 1449 1452 1453 1458 1468 1300
split_gain=19.183 18.2255 30.7624 34.1415 29.6976 27.0867 23.1383 22.8403 25.9888 26.625 23.7076 23.1764 21.8641 27.4148 43.4791 58.5253 45.2632 53.2506 41.2995 47.1354 43.5031 48.2896 42.5094 41.5657 40.6912 52.844 50.1736 44.6343 47.1691 37.9442
threshold=1.0000000180025095e-35 -1.0588145806293296 0.039474337618497217 1.2659885913983882 -0.59827632402746445 0.71190102340985317 0.50516169945656497 -0.68927926667976036 0.67911111483108633 -0.93642512636382425 0.32616380655550309 -1.2247335299769804 1.8161469081802322 -0.22703747551118403 -0.37083480438412358 -0.36594460794295663 1.4313046434165499 0.74267076961459899 -0.65327714863568986 0.47080750042056613 -0.63586223425159905 1.2754859865074317 0.02784514564460679 -0.055621240644721438 -0.50336258303018744 -0.24841517094851182 -0.084110913630558462 0.6450643276075535 0.43476223954370358 0.72569580879455042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -5 8 9 -6 -11 -10 13 14 -3 -16 17 24 19 20 21 -15 -21 -24 25 26 -17 28 -28 -26
right_child=-2 12 3 6 7 -7 -8 -9 11 10 -12 -13 -14 18 15 16 -18 -19 -20 22 -22 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=-0.0027104313260694706 -0.0022592225869875128 -0.00048742461940347483 0.014540174118167333 -0.00013158741746205552 -0.024248974611540131 0.0062921710144018331 -0.022651767183031916 0.0017904265628510545 0.040054670171132928 0.031219458545967915 0.0025362931267999748 -0.032102038760956818 0.0042426139430958897 -0.014182610353040678 0.044713040958054368 -0.016700755762330041 -0.026078867596449257 -0.0062673983995534524 -0.00057088268419396308 0.024690639818402138 -0.0028542299641019613 0.015373768677217146 0.0052233557186283572 -0.026385509425148793 0.0087419670459646503 0.024829881334221409 0.0045038764422244363 -0.038391292864628029 0.049670673134103394 0.025391054579125601
leaf_count=17786 75166 108810 4879 2742 160 4921 708 8039 73 1063 485 264 11358 14381 408 2553 760 4518 70398 1029 14035 715 2660 755 8076 903 1609 270 314 2093
internal_value=0 -2.6363e-05 0.0416336 0.105399 0.149916 -0.0131036 -0.082983 0.0859035 0.287273 0.383793 0.462723 -0.309683 -0.00800331 -0.0131188 0.00917132 0.103496 0.0853135 0.104058 -0.0413107 -0.113032 -0.151404 -0.247204 0.103738 -0.0241328 0.164199 0.00240812 -0.101347 0.151823 0.270803 0.246444
internal_count=361931 286765 41120 18413 14963 22707 3450 10084 2045 1708 1548 337 245645 234287 130314 21504 21096 20336 103973 33575 29131 15096 4444 3415 15818 5649 4746 2193 1923 10169
shrinkage=0.05


Tree=2498
num_leaves=31
num_cat=0
split_feature=470 464 1367 1292 389 254 71 271 9 949 54 537 1458 281 841 12 352 1185 1180 914 493 232 489 69 422 362 212 1469 235 863
split_gain=18.4868 31.691 22.5469 24.6865 24.3452 23.9182 23.4158 24.6315 32.7476 21.7008 21.6095 19.8279 23.7953 19.5224 24.1207 21.3026 24.0466 21.6953 23.9258 21.9172 21.6492 21.3243 22.1986 21.0936 20.8173 20.7884 20.7332 20.521 20.5201 20.0395
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61047007421192445 0.56160999478305407 2.0012238438612475 0.52656206759154367 -0.59676965722999398 0.97972484085949774 2.6202936425364811 6.0954912124935818 2.8571107612274447 1.2978429288651507 2.6054386111478895 -0.33296437357971126 1.4335284164271187 0.17662342233844491 0.58595814787991174 1.2907792053029012 1.2017690553555977 0.21507608617865898 1.8509700317665063 0.92584771804271815 -1.1901109642374612 -0.16468432698198346 -1.3114345777433547 0.44883894989086298 0.21434947337580643 -0.30740309852321129 1.4242683125828084 1.0841391867117156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 9 10 -9 -1 11 -8 -13 14 27 17 -17 18 20 24 -15 22 -18 29 -20 -19 -23 -2 -29 -22
right_child=13 -3 3 5 -6 -7 7 8 -10 -11 -12 12 -14 15 -16 16 21 25 19 -21 23 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0097949615953492383 0.0014572727108940846 -4.1737509921616017e-05 0.001640468312982826 -0.023159698985990806 0.022548938328451389 0.011372752740492044 -0.0032701868147392262 -0.016428565777605184 0.14364715331770461 0.18289689841974899 -0.01658425621438717 0.0027962661770832109 0.044824582473278973 0.0010519182580083831 -0.007522969953551519 0.0017731138405870817 -0.02036571824817697 -0.0095817722774982558 -0.025169369538364336 -0.013046436595662731 0.017544919766102788 -0.014552387751806695 0.011286201209062312 0.0011553814764718967 0.0015935836777317325 0.0046525794437514839 0.010541682572158919 -0.0017021416849319515 -0.014307789583534965 0.062210501571170952
leaf_count=19737 35952 89765 9504 1061 707 386 36326 4576 29 20 1802 6517 149 48481 6871 33603 371 4723 551 3453 930 927 7508 1027 4589 1650 675 37951 1962 128
internal_value=0 -0.0273009 -0.0710726 0.0275992 0.0718662 -0.267314 -0.0932404 -0.0653094 -0.303296 -0.192842 -0.0495646 -0.0371414 0.0816554 0.00664063 -0.0200909 0.0254545 0.0616427 -0.000383182 0.0132653 -0.103819 0.030393 0.158423 0.204193 0.252743 -0.0121963 -0.119968 -0.0721381 -0.00855235 -0.0455052 0.471339
internal_count=361931 170579 80814 11658 10211 1447 69156 49399 4605 19757 44794 42992 6666 191352 82736 108616 43084 65532 59159 8593 50566 9481 7879 2085 5140 6373 1602 75865 39913 1058
shrinkage=0.05


Tree=2499
num_leaves=31
num_cat=0
split_feature=785 544 1460 678 363 63 869 835 283 419 519 701 713 934 377 583 1010 869 921 783 791 864 927 766 1049 813 924 375 692 200
split_gain=18.3688 18.685 18.8939 19.8085 19.3977 19.0756 20.5758 19.7361 19.5627 17.7875 17.7373 34.6991 33.0015 32.337 31.4261 30.758 29.3207 27.9678 28.2096 53.19 29.249 35.8678 34.5766 30.4443 27.6528 26.8568 25.7699 24.7077 27.6111 24.5275
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9504607190545632 2.2630177386489128 -0.12458961184671018 -0.64169633322170971 1.041070318382423 -0.50845735986557794 -0.48371100974934805 1.0000000180025095e-35 2.1420547332082829 -1.077677565945242 1.0000000180025095e-35 1.0000000180025095e-35 1.4210717172751071 -0.99544907250003589 4.1811079772937587 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 1.0728755534518195 1.4069177371033732 2.1641256470006294 1.8999064755685127 1.0591309280498242 -0.67444648293111609 -1.281871280663196
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7 -8 -9 -5 12 -12 13 -2 15 -13 17 18 20 -20 25 23 -23 -22 27 -14 -19 -17 -29 -16
right_child=10 -3 4 9 -6 6 7 8 -10 -11 11 14 16 -15 29 24 -18 26 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00018927033106476291 0.0044912949026879303 -0.0022096130462742987 0.005532126400675361 -0.047186439966010373 0.024805649616947451 0.0080639380181119179 -0.062717381860632346 0.031599623041770289 -0.02263872836275237 -0.0037249174150080135 -0.010066838806465566 -0.011034198100302109 -0.0029025359937704612 -0.00096837151246831744 -0.0014933603649998442 0.0033443709671930411 0.0192604150384936 -0.0040984863641958863 -3.8779310827406568e-05 0.01266837112514404 0.0017243970203011817 0.0029971387700554403 0.017116953552588417 -0.0061881616840248751 -0.0072820153080944104 0.0063251277556972962 0.004799095433688871 -0.017315763628848749 0.019182383423952877 0.022174405671692352
leaf_count=9161 26102 8361 1784 189 925 8394 91 103 237 314 2525 1759 95925 29802 722 10585 776 80880 18734 4812 17320 12267 2439 12529 2068 3880 5388 272 2002 1585
internal_value=0 0.0447404 0.0785697 0.0539642 0.249238 0.0656459 0.137406 -0.320398 -0.0939244 -0.37726 -0.0123918 0.0454991 -0.0175035 0.0318001 0.0744053 0.0429126 -0.0296568 -0.0312564 -0.0148897 0.056097 -0.0277245 0.0229937 0.113828 -0.0267929 0.0733988 -0.049718 -0.0700806 0.110197 0.304421 0.303627
internal_count=361931 29559 21198 18489 2709 17986 8825 431 340 503 332372 21518 310854 55904 18993 16686 254950 254174 167906 23546 144360 44555 14706 29849 14927 99805 86268 12859 2274 2307
shrinkage=0.05


Tree=2500
num_leaves=31
num_cat=0
split_feature=253 1443 6 113 975 966 1170 681 1004 209 561 1324 1051 925 630 774 284 1259 1248 1451 838 1174 10 1459 456 1042 1385 152 272 227
split_gain=18.1796 20.985 23.0017 22.6976 25.3885 27.1568 24.3411 24.0097 24.8882 23.7801 21.1662 22.3837 22.1361 23.0738 20.9103 21.3331 25.7717 23.5915 21.5973 21.3872 20.6255 20.6057 20.4431 20.3192 24.5067 19.2383 19.218 21.2312 20.4998 19.1663
threshold=1.0000000180025095e-35 1.593744732512876 0.32628120726533433 1.0000000180025095e-35 0.18812918515219521 0.38137519270774162 0.62153056071901192 1.0000000180025095e-35 2.17808977339492 -1.3223432644880759 -0.92723781459379284 -1.222492508796335 3.0856045387256095 1.0000000180025095e-35 1.8958802222791624 -0.0073752943673903839 2.155148828097428 -0.098799098551997283 2.1506171752877195 0.15682813824755043 3.3422823881209163 1.2817320698235917 3.4769699208154243 -0.16909159747159788 1.0000000180025095e-35 1.2133966642365142 -0.77095088139399504 1.157064699699524 0.48683235233035432 0.35475144989342716
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 22 -8 -7 -12 13 -13 15 17 20 18 -3 -18 26 -11 -5 24 -22 -4 -17 -28 -29 -27
right_child=1 14 25 4 -6 10 9 -9 -10 21 11 12 -14 -15 -16 16 19 -19 -20 -21 23 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.00023428458559813546 -0.0019967304969827162 0.0039603702856951988 -0.0024411622114069477 0.010178799167468026 -0.0021244201598850745 0.011862702220358737 -0.023350372902997199 -0.0055047203747962238 0.035991528748595458 0.0056952631574491291 0.019613331183642196 -0.015563638392812077 0.055801967217914951 -0.00034745715388591358 0.0073030065298662159 -0.021996729746351994 0.047147132715474223 -0.0083442464799937267 -0.035183904081940248 -0.028372410576037288 0.18370438080509868 -0.017681379455036377 0.054011279035884596 -0.038095411601136275 -0.00035632624780423234 -0.0054931007986913638 -0.011846371872418996 -0.0083591828134875132 0.038981345467255318 -0.023825503737138241
leaf_count=231805 32953 6186 28713 8549 12735 1278 580 1468 551 5066 550 2684 61 2812 2423 3334 172 8555 291 77 22 607 114 33 26 2873 5114 330 280 1689
internal_value=0 -0.0308736 -0.0167222 0.0077681 0.0472314 0.0901168 0.141535 0.209958 0.248493 0.0272171 -0.0281861 -0.0871423 -0.12933 -0.146804 -0.101045 -0.124905 -0.228969 -0.0615214 0.0498733 0.507767 -0.257542 0.068512 0.218103 1.09137 2.0679 -0.0701292 -0.270516 -0.173341 0.276758 -0.233445
internal_count=361931 130126 103283 70008 37055 24320 16935 10682 9214 6253 7385 6107 5557 5496 26843 24420 9388 15032 6477 249 9139 5673 8663 81 48 33275 9058 5724 610 4562
shrinkage=0.05


Tree=2501
num_leaves=31
num_cat=0
split_feature=785 519 727 728 869 921 783 126 382 1022 650 140 1230 209 395 689 706 834 769 649 858 728 566 747 485 766 214 667 144 692
split_gain=43.9796 29.1783 41.4801 35.3961 41.1102 37.6279 67.0142 35.5264 34.9974 30.0842 28.6049 28.2539 28.0059 27.7094 27.6121 30.7093 27.3577 26.5087 28.3214 26.2642 25.7542 25.1696 24.9083 24.788 24.0636 23.8471 24.027 23.8288 32.0412 23.604
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 2.6552641023399333 2.1314615550283826 -0.38614692990375338 2.3457019632811744 1.4237363317142799 1.0000000180025095e-35 -1.1110989058077336 0.85558832110916161 -0.55738587327289035 0.53390540777970152 1.0000000180025095e-35 1.0825608069246189 -0.49008176997875957 2.1059719136688364 1.6274895855248437 0.52306328833348981 -0.45228654518479167 0.37772781070951184 1.0000000180025095e-35 1.2876145863397357 -0.91671528415897374
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 3 16 10 5 7 -7 9 12 14 -2 -11 13 29 -5 -16 -3 -17 -19 -18 23 -1 27 -8 -25 26 -22 28 -6 -4
right_child=1 2 8 4 22 6 20 -9 -10 11 -12 -13 -14 -15 15 17 19 18 -20 -21 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012817287523337226 7.0152631610441165e-08 -0.00015001086365510748 -0.00024496218362663467 -0.00014300496945837441 -5.0471414941316446e-05 -1.4271664319652559e-05 0.00035963819452916178 -6.1984049253310423e-06 3.1993251165114076e-06 0.00072435083958359288 0.00022730923228611287 1.3581421959470192e-05 -0.00021651112402918754 -0.0002260469863132964 8.7424367251639291e-05 1.959062068859619e-05 -0.00012869129089618602 -0.00015793209302569409 -5.1692605685070796e-06 0.0002532370154412723 0.00039841592406682176 7.6418406165726228e-05 9.5283280582145993e-05 0.00025236687358817615 -0.0007975301142535726 -0.00077998146650677788 -0.00087181792892354019 -0.00016029414366873506 -0.00025651426211564999 0.00033092495208009544
leaf_count=3396 56406 6191 331 33669 41806 18652 4131 62084 5700 372 2777 658 529 446 6206 10524 1462 20381 8802 1794 285 26163 3066 204 158 191 90 35281 5111 5065
internal_value=0 -0.031186 0.0426899 -0.0376777 -0.0506536 -0.0308352 0.0502805 -0.0457681 0.119316 -0.0800983 0.0110973 0.276482 0.223366 0.264623 -0.0861131 -0.0526126 -0.0674602 -0.0771174 -0.113343 0.0911466 0.264287 0.0566088 -0.0976112 0.318336 -0.194806 -0.160016 0.135684 -0.107364 -0.073366 0.304641
internal_count=361931 332372 21518 310854 251671 166407 23711 142696 12071 80612 59183 1030 6371 5842 79582 45913 9447 39707 29183 3256 5059 29559 85264 4493 362 566 375 82198 46917 5396
shrinkage=0.000980392


Tree=2502
num_leaves=31
num_cat=0
split_feature=871 1145 1061 843 284 830 762 79 580 557 1053 689 361 80 763 861 1182 361 1089 735 482 899 903 339 4 329 356 416 1048 1214
split_gain=17.9162 19.9527 24.3427 20.5155 20.4032 21.7099 19.7819 19.6441 19.3257 20.7706 21.6798 20.8562 23.6482 20.6712 19.1555 19.0079 21.8171 18.8965 18.8342 24.2866 22.5164 24.6583 24.284 26.4022 24.6439 24.8148 24.9311 23.9883 22.4506 21.5231
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.38155117396371013 2.1284334098236743 -1.4691678416048204 0.61526171830939214 1.3084600161372746 -1.7985548940626006 0.89899322372093049 -1.2339166915142592 0.47045953900598214 -1.1110989058077336 -0.04526866535422306 0.01174926221005672 3.3885601234718927 1.0000000180025095e-35 -0.31048028024696778 0.80470670825460211 1.0000000180025095e-35 4.0547895985384921 -0.29418823804247007 -1.5570975892808641 -0.26798945446137407 -0.63586223425159905 0.58642355796087453 1.0000000180025095e-35 0.3698163335946284 2.7475959536056203 0.02633783089089627 3.3678229459793396
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 6 -6 -4 -1 11 14 12 -10 -12 -11 -15 -17 -18 19 -2 21 -20 27 24 -24 26 28 29 -26 -22
right_child=18 2 7 -5 5 -7 -8 -9 9 10 13 -13 -14 15 -16 16 17 -19 20 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00033071622200400291 -0.0047233176989579309 -0.011217481132739151 0.029904599653757354 0.014956744172398898 -0.0019836906220324769 0.0047805433664670468 0.0067999091774698546 -0.0032888005127721491 0.056093816790934517 0.0075798517274034624 -0.014625396040359733 -0.021157232608398517 -0.066252087490680747 -0.012327600667302378 -0.038871671977992059 0.036948290738156281 0.0092963347816100699 -0.050481327705093421 0.025402376945368479 0.079337626996137903 -0.0007989174823369859 0.0020968120840642178 -0.018855736642003223 -0.0019442913934374958 0.0091143503258614995 -0.019820531060960312 -0.01758713562788845 0.036162608276344918 0.064474604664918445 0.028364148220521235
leaf_count=174326 33607 2566 234 1061 27587 10993 3477 53777 84 12077 1415 817 32 618 117 319 508 92 798 31 10557 14335 3911 6724 269 556 246 256 188 353
internal_value=0 0.000580992 -0.0272655 0.010622 0.00254936 0.0130476 -0.0189379 -0.0638314 0.0135132 0.0889999 0.107367 -0.274324 0.611011 -0.080494 0.146319 0.105985 0.299945 0.0294265 -0.0441033 -0.0932136 -0.00828457 0.0642343 -0.0584343 -0.1398 -0.283717 0.0410735 0.353666 0.0231071 0.687807 0.00474465
internal_count=361931 290100 99695 45684 44623 42057 31064 54011 190405 16079 15146 933 116 2952 12194 1537 919 600 71831 33638 38193 15133 23060 11894 5170 1259 703 11166 457 10910
shrinkage=0.0490196


Tree=2503
num_leaves=31
num_cat=0
split_feature=476 959 112 51 795 671 705 623 774 1456 550 484 702 641 1047 423 624 667 1470 87 1114 704 1455 1463 420 902 981 419 1468 1400
split_gain=33.2942 36.7727 32.1547 34.1354 31.5679 33.037 31.2514 31.7567 28.315 26.2839 25.0623 24.7569 27.3911 25.9082 24.077 24.3754 23.3535 23.1235 22.178 25.8547 24.3278 23.3429 22.0052 31.3816 24.8225 23.0229 22.7233 22.3546 22.238 25.2802
threshold=-1.0099296266851885 -1.2907225086880219 2.2718117149406565 1.8613588887694643 -0.29258408639884992 2.6425086185778714 1.2284335450172812 -0.047398826616434804 1.3233950244699619 0.086884870144167459 0.29966714842153758 -0.38529859338704892 0.82247273120287534 3.9256961922190565 -0.70639572150517305 0.36969867185407429 0.92410679575838361 2.8959165655566772 -1.0234459971557994 -0.91619168869621481 3.063092965894461 -0.47752309835975287 0.35881941651261778 0.63242675378998692 0.95959656780921843 0.72580587971126242 1.3608075230447352 -1.1261899686820704 0.12307085010569886 0.53083814659006812
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 9 3 4 6 11 7 -3 -8 18 -5 -6 13 -13 -9 -16 -7 22 19 -2 21 -20 23 24 26 27 28 -24 29 -1
right_child=1 2 -4 10 5 16 8 14 -10 -11 -12 12 -14 -15 15 -17 -18 -19 20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.6260024872062285e-05 0.00052239809858985631 -1.8361329377071176e-05 -0.00014902325246623338 -0.00022716305311689454 2.7144568903077346e-05 -0.00013116035415417044 0.00016536622397597198 -7.0479839583164819e-05 -0.00042824334955855558 -0.00020986955598555868 0.00016920999027205977 -1.1862050738597525e-05 -0.00010916879286318404 0.00071499681931155108 0.0001107921634789613 -1.4053389911876076e-05 -0.00056951360515456655 -0.00038502306732352497 -0.00018755296723307256 2.5793305188481747e-05 0.00051114728473335212 -2.7554202897266334e-05 -0.00012081474546506202 3.9544627729855515e-05 -0.00022909133232069812 -0.00017916813225574707 0.00013780055046561552 7.6145947151157049e-05 -0.00019165527194803768 -0.00018747706114201132
leaf_count=26664 554 43282 8980 5584 48090 2371 10757 5732 398 8633 875 42902 18334 228 29636 9317 655 2507 9953 4642 375 14077 4224 10977 9142 3339 2739 15566 12127 9271
internal_value=0 -0.00801851 0.00140396 0.00591418 0.0103127 -0.0147653 0.038909 0.0249687 0.147909 -0.0825729 -0.165988 -0.00823222 -0.0385112 -0.00806547 0.0648233 0.0832902 -0.230389 -0.0619397 -0.0485406 0.0856049 -0.0839742 -0.0948626 -0.0571705 -0.0812113 -0.105861 0.00617708 -0.0835589 0.0368336 -0.0972336 -0.0648456
internal_count=361931 265375 227141 218161 211702 112580 99122 87967 11155 38234 6459 109554 61464 43130 44685 38953 3026 96556 29601 5196 24405 24030 94049 70920 59943 23129 50801 19790 48062 35935
shrinkage=0.000980392


Tree=2504
num_leaves=31
num_cat=0
split_feature=785 728 647 590 728 852 1307 784 284 1467 597 899 714 519 938 1049 588 868 791 513 550 457 1324 583 261 896 980 154 703 972
split_gain=38.2197 30.4961 25.8276 63.4498 25.4093 24.2157 31.8917 28.0651 29.0604 24.0306 23.3388 23.3264 22.9995 48.5087 35.9535 34.5506 34.3947 32.2325 35.1406 29.9611 28.6363 25.9108 25.9037 25.1607 25.7803 26.8984 29.9112 24.4297 25.9646 24.3292
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 3.2089320700182484 3.1596628491584919 1.8419729237591864 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.285893796353293 0.71188872395471614 0.53022336195039899 1.0000000180025095e-35 1.0454229551509682 0.29966714842153758 6.1394591223222692 0.32021642027523239 -0.55326332990463356 1.0000000180025095e-35 -0.28794826445342053 1.387606887902094 0.71164494381510202 -1.283126876610438 1.6566539952153365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 -1 9 7 8 -7 10 12 -8 16 14 17 23 19 18 29 20 27 -16 -22 -15 -25 26 -26 -2 -29 -14
right_child=1 2 -4 -5 -6 6 11 -9 -10 -11 -12 -13 13 15 21 -17 -18 -19 -20 -21 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00013024543143438087 6.8541465417777472e-05 -6.8361215875402493e-05 -7.5560071328560139e-05 0.00044790501920883609 7.5332387273072406e-05 -5.9222745770586063e-05 -0.00017792113675632089 0.00018969576021699404 0.00010828200720993534 0.00015443379595306232 0.00024793824654300065 0.00033835526173706489 -3.8786356623601761e-05 -3.1270377113363307e-05 -0.00011389189524170755 -0.00017048848836563873 -0.00010868465747753076 -0.00017254518433397858 4.8518717819966247e-05 -0.00011310089632008774 9.1347345306786967e-05 0.0029202030512269382 0.00043469802972637746 6.7537321124633667e-05 0.00055809076004030328 0.00012101179138928915 -0.00036042344025097257 -0.00034332201190821494 -5.0393974012769474e-06 -0.00024224512745331343
leaf_count=3396 27538 4821 93730 1384 26163 8900 4939 6196 9111 3145 1207 459 54954 2411 44273 1683 9073 8495 25444 4965 2281 26 1436 2859 1784 1441 157 1855 4620 3185
internal_value=0 -0.0265487 -0.0653999 0.0806203 0.0553646 -0.0136048 0.0437108 0.0729747 0.0300099 -0.022893 -0.0262958 -0.128088 -0.0284716 -0.0431847 -0.0561315 0.0903638 0.0125334 -0.0322658 -0.0199449 0.0402233 0.0636455 -0.115034 0.232357 0.143095 0.212655 0.333894 0.493174 0.0398927 -0.0900232 -0.0501342
internal_count=361931 332372 99935 6205 29559 232437 29605 24207 18011 202832 199687 5398 198480 146712 136377 10335 51768 92078 83583 42695 37730 44299 3717 8652 6241 3382 1941 34013 6475 58139
shrinkage=0.000980392


Tree=2505
num_leaves=31
num_cat=0
split_feature=728 1020 706 974 562 572 1101 986 85 1470 609 834 779 633 486 710 695 821 1112 227 977 692 696 1469 974 845 706 626 912 698
split_gain=17.7791 18.995 21.8344 26.4785 23.7687 23.6742 20.6292 21.8423 27.4421 20.239 21.3112 25.7669 22.256 25.5295 23.4643 23.3852 20.4436 25.9978 24.0574 19.5845 19.4244 19.5314 19.3379 19.1579 22.2202 19.1927 19.955 19.2468 24.693 19.9874
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.0258146145105322 0.66264601578696347 -1.3062385695302667 0.58424378195283344 -0.37478473001060308 0.89666911690050333 -1.5494369826855199 1.7242847761454678 -0.93177752141597858 0.3105227267761132 2.5000602745288156 -0.63406567160379612 -1.5834252452474611 -0.79184433381395025 -0.65015016397860403 -1.3373200915743719 -1.3144970823370954 2.0767816410810189 -0.4264934406172633 0.70005814444325976 -1.2237062775402709 -1.3263328046252252 -1.0333560762493308 -1.2648698170058223 -0.33622886331437435 -0.79892402542622476 2.6843503068799532 -1.7367869709315968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 23 9 4 -4 6 7 -6 -9 10 12 -12 14 -14 15 -3 -17 18 -18 -15 -13 -22 -23 24 -2 26 -25 29 -29 -28
right_child=1 2 3 -5 5 -7 -8 8 -10 -11 11 20 13 19 -16 16 17 -19 -20 -21 21 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.00014013347034398297 0.10616757813574126 -0.024056889350913754 -0.020872558405434859 -0.012828097356235666 0.031186781954291972 -0.0093210987583126678 0.0075702308353255646 0.11408528034368499 -0.020065652085572129 -0.0096042816316972406 0.0029860029740181831 -0.011539545483381028 -0.017372149247284904 0.029312210812462193 -0.0064057792852907202 0.0014339606182253387 0.39822064179333533 0.035920596853710358 0.10813735877088439 0.12121937569284542 -0.0038044067067863415 -0.042592861552935096 0.011744284150844626 -0.03322972343740406 0.012883389711840432 -0.004788765582222524 0.070578959627691146 0.012903064505632666 0.13435872390867393 -0.0099593142915009973
leaf_count=252841 29 180 345 777 1348 619 1578 20 257 3815 25295 3441 237 306 13895 227 20 189 66 29 6930 92 1895 261 167 43704 63 2057 21 1227
internal_value=0 -0.0346476 -0.00835619 0.142098 0.21632 0.265919 0.340847 0.526824 -0.143547 -0.0221646 -0.010065 0.0187928 -0.0921227 0.414713 -0.110876 0.413919 0.72877 1.20863 2.72107 0.812018 -0.0730836 -0.0159085 0.188608 -0.0770993 0.575015 -0.0816128 0.103052 0.152406 0.294546 -0.12566
internal_count=361931 109090 61561 4944 4167 3822 3203 1625 277 56617 52802 37653 15149 572 14577 682 502 275 86 335 12358 8917 1987 47529 196 47333 3629 3368 2078 1290
shrinkage=0.0490196


Tree=2506
num_leaves=31
num_cat=0
split_feature=1430 1298 884 1444 708 1383 1120 767 349 829 1327 69 214 636 1469 1470 1286 1262 1456 1392 281 16 20 764 1437 638 638 1040 906 1393
split_gain=17.573 36.6777 29.0905 24.3361 22.7765 21.2175 25.0587 30.8886 20.5773 26.1826 20.2862 22.9473 20.5731 24.3145 20.2457 21.8428 30.9544 28.4042 27.0844 33.3241 23.3097 25.8966 22.6331 21.9993 21.9191 21.4022 21.2569 27.0411 27.1401 28.5288
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66905551989196432 1.0000000180025095e-35 0.65358753075264209 -1.7431914702679971 -0.56069413615546759 1.145343999544147 2.94959643644675 -0.22281419511229364 2.1604143543311061 -0.56337011170759221 -1.0099746851846017 0.16320364768035597 -1.2673214316849539 -0.33355663513611272 1.0000000180025095e-35 -0.42443983988115802 0.9901232371825377 0.18946998714691674 -1.0164657980453013 2.923303420118748 -0.83573066788107686 0.021682309022713526 3.5253024523165304 -1.5322474953613012 0.52337244954872053 -0.27925651125325746 0.27738917569640958 -1.5616943804533485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 -4 6 -5 -8 -7 -10 -3 12 -12 -14 -1 17 -17 20 24 23 21 -16 -21 -20 25 -18 -22 -28 -29 -30
right_child=-2 10 4 5 -6 8 7 -9 9 -11 11 -13 13 -15 15 16 18 -19 19 22 26 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0033193020844563032 0.00035303686347251749 -0.00019663141767379595 0.012536530441333954 -0.024379025157781085 -0.016037643556033251 -0.012403708733935259 0.022728994753708733 0.14233459724898678 0.084196350073827531 -0.033777471634473491 -0.0095088379236106593 0.0025282360004944982 0.048524268966885824 0.0078555528877353939 -0.021359565875519425 -0.01134384001231528 -0.052404916204815022 -0.0049632239647440261 0.011419025198220368 0.074685876888516092 0.0025210040735262839 0.11556026666445827 0.020605860301536848 -0.028081961489140859 -0.049528142454961482 -0.0035305442637467159 -0.00265678156261179 0.015597210739492719 0.18428387800455726 0.046000630147697057
leaf_count=4604 197825 86437 1866 220 442 11674 311 34 100 96 193 2061 438 306 1049 15522 217 14592 621 124 6096 26 603 418 149 13611 922 869 57 448
internal_value=0 -0.0259169 -0.0733279 -0.0854185 0.162349 -0.210618 0.380478 0.871894 -0.237434 0.792637 0.00244892 0.186477 0.480423 0.648001 -0.0654019 -0.0835678 -0.133113 -0.0237243 -0.0549811 0.244672 0.0860801 -0.350584 0.622085 -0.087373 -0.095233 -0.0831338 0.124737 0.353311 0.568713 1.10625
internal_count=361931 164106 74671 72363 2308 12435 565 345 11870 196 89435 2998 937 744 59928 55324 31265 24059 15743 1766 9467 1075 727 1039 13977 13828 8392 2296 1374 505
shrinkage=0.0490196


Tree=2507
num_leaves=31
num_cat=0
split_feature=785 727 728 647 590 427 967 791 519 138 1182 207 697 725 921 990 965 1457 896 705 491 398 795 1234 927 418 431 470 629 912
split_gain=46.9139 29.8702 28.637 25.7262 65.3909 24.4706 28.901 28.3779 39.726 29.918 29.9163 26.6286 26.5331 25.3957 53.5978 39.176 34.3125 31.3548 30.4749 29.874 24.8254 25.9387 24.6716 24.0122 25.1791 23.7444 24.6405 23.5193 22.949 28.5858
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.348160153145215 1.3545109027618707 1.0000000180025095e-35 0.65569131416984383 -1.220883620063858 0.16200095082984103 -0.018020016259858058 1.6146804744781753 1.0000000180025095e-35 1.0525743831388839 0.65656536832909496 0.10980254379742337 4.7787224532167558 1.1780070679743837 0.37185795862114152 -1.2387513023354306 1.0000000180025095e-35 -0.29258408639884992 1.0000000180025095e-35 2.0943578565502325 1.4262999823999041 -0.4668101387808159 0.66595742291584703 0.29358894125028367 0.77109161021707451
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 7 13 10 -10 12 -8 20 16 17 18 28 19 22 -15 -9 -22 -16 -11 -25 -23 -27 -21 29 -7
right_child=2 -3 3 -5 -6 6 11 8 9 23 -12 -13 -14 14 15 -17 -18 -19 -20 27 21 25 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-9.6993306681339677e-05 -0.0001827166342744307 3.9536057125774145e-05 -0.00015177597906629347 -0.00015806287326024902 0.0003672920652371544 0.000132893476405017 -0.00024710229741622725 -0.00021844956781474152 -0.00033243588364163638 0.00018007962759270137 -0.00014946324597226818 -8.368096018463582e-05 -0.00033410718334727442 -0.00020351978002194015 0.00012988249689920196 0.00018155654932607221 -0.00012639573651190565 0.00036587809167916733 -0.00040136137758376892 -0.0001426896713694994 -5.3025677223892465e-05 0.0001109205385810243 -9.7734966246879678e-05 9.7507429225845757e-06 -0.0007411152237865096 0.00053809632046315922 -0.00057191192287584587 -4.7068320208872402e-05 -9.7535093028386352e-05 -0.00011284247141675959
leaf_count=12551 19843 17008 4821 93730 1384 8480 11754 3268 781 5809 17353 9154 1502 28159 3032 3687 14123 465 1148 44957 16232 9327 6869 3602 205 122 515 13957 5273 2820
internal_value=0 -0.0220643 -0.113084 -0.149884 -0.00623836 -0.100608 -0.0944829 -0.0864221 -0.0457051 0.0704056 -0.0743318 -0.176948 -0.0343907 -0.104019 -0.120861 -0.00256391 -0.049491 -0.142304 -0.0669192 -0.145705 -0.020741 -0.000514194 -0.0300666 0.101313 -0.0313207 0.087184 -0.349769 -0.118538 0.0167041 0.0721939
internal_count=361931 29559 332372 99935 6205 232437 212594 191686 58716 10397 48319 20908 30966 132970 102274 14736 30696 87538 11049 87073 29464 26196 9901 9616 3807 9964 637 58914 16573 11300
shrinkage=0.000980392


Tree=2508
num_leaves=31
num_cat=0
split_feature=785 728 727 647 590 784 921 1022 859 1016 885 1038 1453 746 520 350 306 139 7 641 1109 912 982 913 570 15 1145 1444 1318 973
split_gain=44.4539 28.5231 28.116 27.0094 71.1941 26.033 30.0494 26.2937 25.8461 25.7555 24.043 23.4222 21.9525 21.7475 21.2172 21.1352 24.3128 22.1052 22.3174 22.092 21.7475 21.5323 21.0249 20.9757 20.7068 24.0502 24.0442 24.4965 22.7301 20.9815
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -0.98545034728205338 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 2.1847129145757513 1.0000000180025095e-35 1.5103007336851382 -0.57303265440660456 1.0000000180025095e-35 1.6307671772553987 0.87502240502720785 -0.16610018842257618 -1.3649002260363143 -0.84635152736077035 1.7621802667917166 -1.0282579537198486 -0.4998781572545779 1.9016026118134437 1.0000000180025095e-35 1.0000000180025095e-35 -0.37751581120742261 -0.089283776459394754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 7 15 9 -8 10 13 -12 -13 -2 -15 16 -7 18 -17 -18 21 -21 -10 -11 25 26 27 -5 -28 -26
right_child=1 3 -4 24 -6 6 8 -9 22 23 11 12 -14 14 -16 17 19 -19 -20 20 -22 -23 -24 -25 29 -27 28 -29 -30 -31
leaf_value=-9.3629913114805075e-05 -0.00023329650274152134 -0.00015104986578606656 3.8956628927467551e-05 -3.1284010845098596e-05 0.00039157786016360115 -0.00024629193326840011 0.00036525094350502185 -8.5195345588814618e-05 4.4104954018970841e-05 -0.000232393959632943 0.0010981119816495391 -0.0002398419916452627 0.0014966225122108883 -0.00014772559089138286 0.00017014465814959136 5.09311821965479e-06 9.1590489198857593e-05 -0.00028505409984182553 -0.00017209482318622079 0.0012022855190183545 -0.00029841291754910794 -0.00052862546710995403 -0.00055492345367509415 -8.9716809246010663e-05 -0.000140975456566342 0.00020610096248577448 -0.00034860239160644453 -0.00025146559470324041 -0.00011745579098046817 -0.0002342373933788579
leaf_count=12551 33709 4821 17008 15399 1384 6553 1153 103001 6164 5981 102 239 28 6249 1040 18137 2409 1716 4012 77 1585 62 278 39942 32048 1214 4778 4109 6737 29445
internal_value=0 -0.109612 -0.0209123 -0.146402 0.000974942 -0.0971393 -0.048967 -0.108781 0.0707147 -0.140921 -0.193954 0.326819 -0.0114145 -0.202044 -0.0942991 -0.0767566 -0.160711 -0.0424234 -0.0253189 -0.0344894 -0.22882 0.587001 0.0204208 -0.108851 -0.158047 -0.107389 -0.121965 -0.0723212 -0.219476 -0.186072
internal_count=361931 332372 29559 99935 6205 232437 42146 190291 7595 87290 41367 369 267 40998 7289 34551 10686 23865 22149 4133 1724 139 6442 45923 93730 32237 31023 19508 11515 61493
shrinkage=0.000980392


Tree=2509
num_leaves=31
num_cat=0
split_feature=785 728 1134 578 905 845 899 853 909 712 902 1233 1397 360 968 501 1046 62 624 837 1317 15 969 153 1387 209 432 1378 1318 912
split_gain=18.4611 18.5642 19.3775 19.5435 18.5129 22.6807 20.8827 20.266 19.3352 21.4395 17.8598 17.8141 24.1439 33.6971 23.7009 25.8235 23.571 23.4277 23.3567 21.9798 21.8221 32.0713 21.5894 20.6443 24.1731 22.6043 21.6655 24.6471 20.5324 20.2512
threshold=-0.86283290253235112 -0.49008176997875957 1.0445639817206116 -0.87905496296652397 1.7723414479084203 -0.68203146757376032 -0.20807963761725443 -0.92795792906937757 -0.62658750036069699 1.0000000180025095e-35 3.0691874606104448 1.0000000180025095e-35 -0.61205937504646968 2.194772928920909 -0.38460816251123842 1.759072166290276 0.027949309051911338 0.22553477650581719 1.0307507478716214 -0.11760235531539699 -1.0654459610516742 -0.88192452158038026 2.0231898336833463 1.7576432916642264 1.3468055788156694 -0.15093868149266568 -0.12427354054405819 3.3995149116775125 0.17249719992193671 2.3933059664898395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 8 10 -10 -5 29 13 14 15 -13 19 -14 -18 -17 21 -16 23 26 25 -25 -19 -28 -27 -2
right_child=11 2 -4 4 5 -7 -8 -9 9 -11 -12 12 17 -15 20 16 18 22 -20 -21 -22 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.0059772190528269292 -0.00057600972310150006 0.010234351987501838 0.010986260477288505 -0.029021980312255564 -0.041137040413443307 0.02474504181159385 0.019944064183452223 0.0014383418109752749 -0.01904009464675506 0.0040348602979268502 0.056958406547840207 -0.008621974212197037 -0.0094987680602461565 0.037803487989798046 0.047560790670415701 0.065138426624818807 -0.036289183454246379 7.3313794491152305e-05 0.073856126166103958 -0.011345914441090878 0.0016101122314021424 0.0042497806854316098 0.022908266228908444 -0.01711842832903503 0.06540527803611261 0.010329402930641158 -0.011834384462948159 0.07294183157458288 0.076542442863715116 0.0076505837543381101
leaf_count=3396 285437 3023 3309 678 146 776 133 15980 695 1396 27 6009 15638 319 361 198 198 6782 30 132 6337 810 428 333 115 223 5104 38 76 3804
internal_value=0 0.0421633 0.0606601 0.0387871 0.014727 0.301146 -0.244949 -0.000388802 -0.171524 -0.0722424 -0.500915 -0.015128 -0.0651636 0.0170072 -0.00291165 -0.123413 0.435603 -0.111357 -0.268334 0.876348 0.0853303 0.404553 -0.0381726 -0.0587993 0.320817 0.137809 -0.0856593 -0.217171 0.554892 -0.00919133
internal_count=361931 29559 26163 22854 19831 1055 279 18776 2796 2091 705 332372 43131 14394 14075 6567 558 28737 228 330 7508 1171 13099 12671 747 632 11924 5142 299 289241
shrinkage=0.05


Tree=2510
num_leaves=31
num_cat=0
split_feature=1368 1469 1464 21 764 497 218 117 62 1458 1466 1467 1467 1454 1450 21 1452 1395 1055 590 633 1016 431 1117 420 158 115 1193 1051 21
split_gain=17.8027 24.1033 26.7898 28.1607 26.9775 22.8914 27.9099 26.4953 23.5644 22.1505 21.7089 23.9005 23.9123 29.7891 22.6286 21.9969 21.3853 20.6841 22.6156 21.2967 24.7682 20.4865 21.1941 22.8283 20.4764 21.6212 20.3595 20.4309 24.6341 24.603
threshold=1.0000000180025095e-35 1.7934017781504392 -0.014205097036277146 -1.0798509198017876 -0.95965444819604107 -0.52491135900999375 1.9114150443141267 1.8421106730875214 -1.2811150420666217 1.2590019921477786 2.8104277349532114 0.93983897453997123 1.4788072840855835 0.67485211051868899 0.58910982291428715 0.81122649975724037 0.7855048938512742 -0.76793584240691115 0.17546235013870487 2.1694227903270291 1.7407312976543683 2.6153699637890528 2.4226479855893008 -1.4904325103172802 -0.66146597777966776 1.4942578917351768 4.1526738459843839 -0.17803193576300078 3.5926503781727646 -3.2545899522946695
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 4 -4 7 21 8 -2 16 26 14 15 -14 -12 -13 -3 18 -10 -19 -21 22 23 -7 25 -24 27 -1 29 -29
right_child=5 2 3 -5 -6 6 -8 -9 17 -11 11 12 13 -15 -16 -17 -18 19 -20 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.5717653902055121e-05 -0.0081828635601455795 -0.0088603107817445941 -0.062968259340953722 0.00067767626690098948 0.06295945933597849 -0.0094373852806718499 -0.0089022213709827602 -0.014551812876423429 0.010298784769877035 0.060596490937616446 0.0027366309171652659 -0.034200891361435219 0.029395819221051153 -0.0055550677997994145 0.021752278629755636 0.036975049387222417 -0.045403555130688895 -0.00043457114807990139 -0.0073581637231965443 -0.017756009011300086 0.022270909324279619 -0.0095918568926825591 0.014199041472096491 0.0020384324074839842 0.047131528352650227 -0.0483708327387007 -0.032969894041412248 0.026295551434991578 0.032051185428879768 -0.0026898619491709129
leaf_count=107957 7626 10135 39 2429 160 2958 3316 2448 4500 52 1585 463 384 1094 1365 46 392 28459 1518 1858 208 1766 1072 89863 237 111 544 368 269 88709
internal_value=0 -0.0234654 -0.126792 0.0862557 0.924331 0.00969053 0.0278468 -0.0348395 -0.0222285 -0.185814 -0.0172997 0.125156 -0.0616927 0.0708434 0.248313 -0.498954 -0.195313 -0.000910869 0.127909 -0.0245509 -0.258537 0.0345865 0.0392323 0.0353588 0.325944 0.195419 -0.0215679 -0.0206471 -0.0485388 -0.0509311
internal_count=361931 215991 13207 2628 199 145940 99323 46617 44169 10579 202784 4937 1987 1478 2950 509 10527 36543 6018 30525 2066 96007 94241 92821 1420 1183 197847 197303 89346 89077
shrinkage=0.05


Tree=2511
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 803 666 609 678 678 533 689 908 1230 1458 209 332 1425 650 1228 264 1450 1093 1325 706 649 420 296 120 533
split_gain=37.0418 28.8133 42.1397 32.9816 30.6635 37.0294 54.272 52.8851 38.0501 32.7784 32.3208 31.9026 28.5209 28.2268 28.1515 28.0199 27.7115 27.5341 27.284 26.4627 25.195 29.4758 26.4096 25.8212 25.0172 25.5126 24.6053 27.7814 24.5564 24.0725
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 -1.4446427012740177 2.3457019632811744 1.8992776531617575 1.4237363317142799 1.0000000180025095e-35 1.1710607803345987 2.1314615550283826 0.9948761292206888 1.0406688472030448 -0.34557539116087493 -0.55864201032658711 -0.06936091165504539 0.85558832110916161 1.0000000180025095e-35 -0.78095461750366424 0.18595227587547908 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 24 13 18 8 9 -8 10 -7 14 -12 -10 15 17 -4 29 28 -2 -13 -18 23 -23 -22 -3 -26 -25 -28 -6 -14
right_child=1 2 3 -5 5 6 7 -9 12 -11 11 19 16 -15 -16 -17 20 -19 -20 -21 21 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=-2.5065643186549208e-05 -7.7121001471520777e-05 -0.00021952341099871732 0.00022455984051658273 -6.6558857676999784e-05 -0.00018572446806954903 -0.00031356257252424983 0.00025426248281445134 -0.00067669692731923601 -0.00034086349211877987 -1.2653513743465777e-05 -2.2371064252249086e-05 -0.00012595054630721599 -0.00019391267685144986 -0.00029673389935120406 3.6835208453012496e-05 -0.00030457974204014935 -9.0672940108543911e-05 -7.3409779323875264e-05 0.00014286627200921543 -0.00024386332640870975 -0.00020890046369670981 -3.328969000808268e-05 0.00020823357356451969 0.00040936328549672765 -0.00020422068138476786 0.00016965027828651257 -0.00015448482406038344 0.00025520931864913545 -0.00029641773280331683 -7.7708355246925378e-05
leaf_count=29559 56406 6191 5396 5700 33622 2881 3683 279 3004 4547 12047 67002 22268 529 2639 446 22470 7269 2777 11695 3240 3038 4048 547 1462 1794 2165 893 26894 17440
internal_value=0 -0.106673 -0.0332125 0.0449447 -0.112994 -0.124923 -0.00490815 0.19191 -0.131755 -0.118273 -0.154751 -0.128426 -0.0930289 0.146772 -0.200549 0.188395 -0.0859933 -0.212632 -0.0680009 -0.146171 -0.0480315 0.0180279 0.107568 -0.0773581 -0.142882 0.00803411 0.0364961 -0.0345621 -0.234095 -0.133117
internal_count=361931 332372 21518 12071 310854 251671 11390 3962 240281 7428 161168 90744 79113 6371 70424 5842 76109 67785 59183 78697 36401 13931 7086 6845 9447 3256 3605 3058 60516 39708
shrinkage=0.000980392


Tree=2512
num_leaves=31
num_cat=0
split_feature=50 56 651 759 903 1470 908 975 362 871 1226 569 1390 278 448 983 1254 1470 292 223 1284 773 690 974 540 478 1288 209 16 1449
split_gain=17.8957 33.9199 21.6593 19.7687 20.4688 32.8425 26.5998 19.5839 18.769 19.8641 20.2294 22.647 19.1478 18.826 19.2423 19.4303 19.5702 18.6784 20.5847 22.1648 21.1365 24.6909 20.2995 22.9642 19.66 21.4228 19.1899 18.7265 21.1669 19.043
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 2.4901939527672359 -0.89540478923570366 1.0659332135323951 -0.99629717071295221 0.18812918515219521 2.0534613160691255 2.4008401756919917 1.3976603854473784 0.2572910069179874 -1.805412847493906 0.11736413305791038 1.0000000180025095e-35 -0.68016745063485295 0.82134673689785265 -1.2126727935954851 0.9001548644810663 -1.0856798109216901 2.2223046973814333 0.17253292114734914 1.0545707178666064 0.37636433273224362 2.2707766433665819 -0.30165440519428804 2.7678100344389516 2.468398779500351 -1.2053272051943889 -0.56797895469754189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 5 -5 -7 -6 9 10 -3 -12 -10 14 -14 16 -16 18 19 -1 -20 -22 -19 -24 26 -26 27 28 -21 -30
right_child=-2 8 -4 4 7 6 -8 -9 12 -11 11 -13 13 -15 15 -17 -18 22 20 24 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.027458574671919551 0.00015518892546275903 0.00087511161890008746 0.0025069008469675315 0.028788133405738287 0.01748646172652709 0.24972467823417396 -0.055349250755961171 -0.023970534470920995 0.09567996221932118 -0.011319930583366033 -0.010437812836296516 0.0036974882655891571 -0.013866981038432603 -0.023024646962880663 0.016317362520038084 -0.0029950782519992981 0.085300284535344037 -0.0051238931630164753 -0.015075837265978663 -0.042397696679287875 0.083438006255438679 -0.050137869844270912 -0.018127402023173748 0.00028395724399183855 -0.065779956368480483 0.026862202432164119 0.058778696471920681 0.038251034129460487 0.014688020729445864 -0.0029165768134253403
leaf_count=554 197382 76937 6387 274 693 34 20 434 25 3000 4475 2394 1412 1136 267 751 60 51100 1463 220 56 27 6264 1819 111 42 91 157 1175 3171
internal_value=0 -0.0303766 -0.0782626 -0.0959347 0.250892 0.918555 3.59949 0.0606937 -0.0040533 0.00213892 0.00732206 -0.113863 -0.178611 -0.193995 -0.0743706 0.158232 0.627234 -0.102728 0.0100512 0.0784307 -0.231522 0.86689 -0.122854 -0.26552 0.0299512 -0.766638 0.0579794 0.0377933 0.00697387 0.037862
internal_count=361931 164549 74092 67705 1455 328 54 1127 90457 86806 83806 6869 3651 3626 2490 1078 327 66250 7067 5521 1546 83 59183 8083 4967 153 4814 4723 4566 4346
shrinkage=0.05


Tree=2513
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 728 852 727 923 993 908 717 497 1077 930 1049 1452 815 783 374 21 1051 695 1423 349 968 576 1321 810 1463
split_gain=43.382 30.3981 27.4064 26.6867 67.1985 24.8305 23.9614 28.6584 47.2519 28.2645 31.6042 29.3991 27.9292 26.08 25.6835 25.6348 25.0223 24.869 26.3843 24.5411 24.327 30.8961 30.8267 27.303 24.5911 24.0127 23.7765 25.5492 23.5902 22.232
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 -0.89727091510114898 -0.40729421879939548 -1.0939251288050857 1.461728259125324 4.2406324835638474 1.0000000180025095e-35 -1.7276023283237012 3.3900475580725948 1.6638054002796892 -1.0732212767954836 0.83501184199785239 -0.13431221002227373 3.0856045387256095 -0.70721591321319732 1.0000000180025095e-35 -0.76095704609305181 2.0695670359217271 0.66546334935299256 -1.1798994846903865 1.1023763779372591 0.84250138401434416
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 -3 -1 7 17 16 10 -8 14 20 15 -12 -11 -9 18 -2 -13 21 22 -10 -24 -25 -17 -20 -28 29 -22
right_child=1 3 -4 -5 -6 -7 9 8 12 13 11 19 -14 -15 -16 25 -18 -19 26 -21 28 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00012798575632269531 -0.00019181941079025595 -7.4978646195406604e-05 -8.1634621416764994e-05 -8.06420934049167e-05 0.0004560810928750662 7.5251699012865455e-05 -6.5201781949184075e-05 -0.00034867788624290354 -0.00026800671681522447 -0.00042805565206781299 0.00038155604617306864 0.00017538225255149742 9.9491622746417422e-05 -0.00078037307210734235 -0.00020162736695121042 -5.1235711768915098e-06 0.00087337666916148201 -0.0002061889770176124 3.4796345520192187e-05 0.00048857168604364652 -0.00017126203133286752 0.00072692224035753701 4.6539966350292127e-05 0.00017008109376479138 -0.00024950455852280494 0.00014138069527563649 0.0007900710187531138 0.00017166521003129489 8.9537345901440947e-05 4.6539605481252019e-05
leaf_count=3396 2299 4821 35150 93730 1384 26163 3778 3650 2887 916 464 5068 4622 213 1503 98911 68 1826 15754 1452 18192 264 16306 1098 4503 5158 315 3035 2590 2415
internal_value=0 -0.0316989 -0.018792 -0.0704193 0.077858 0.055541 -0.0094742 -0.0408952 -0.0696452 0.00965823 0.110316 0.181602 -0.0520582 -0.00167624 -0.0600839 -0.000201658 -0.325245 0.0251852 0.048276 0.249676 -0.0705539 -0.0164384 -0.02599 0.00357604 -0.161642 0.00244127 0.0742458 0.237237 -0.121769 -0.146317
internal_count=361931 332372 232437 99935 6205 29559 197287 79824 56595 117463 12265 8487 52877 105198 1967 104985 3718 23229 21403 6520 48255 25058 24794 21907 5601 104069 19104 3350 23197 20607
shrinkage=0.000980392


Tree=2514
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 1467 809 852 993 908 727 923 717 519 576 1183 21 695 902 905 930 278 1077 930 783 576 1329 625 727 374
split_gain=37.2505 31.9144 26.7056 24.6548 62.1008 24.5411 26.4221 25.4346 30.732 32.4862 30.2195 47.4471 28.6826 26.6565 25.8479 25.5626 25.1711 30.1083 26.3595 25.6733 24.0244 23.4193 24.9892 23.3726 23.19 26.7581 23.1438 25.086 23.0592 22.6064
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 3.2089320700182484 1.6518864604429058 -0.22706799479215015 -0.89727091510114898 -0.42487639646845682 1.0000000180025095e-35 -0.86449023226567734 -1.0939251288050857 2.1420547332082829 1.1032265037225084 -1.5169683801573526 -0.13431221002227373 -0.70721591321319732 2.1632409731494207 0.6816917737009125 2.1042721739608483 -1.1833072469291228 4.2406324835638474 1.0000000180025095e-35 -1.0732212767954836 0.66546334935299256 -0.39002737257870451 3.1087653851120778 1.0000000180025095e-35 0.83501184199785239
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 5 4 -3 7 -7 10 9 -9 24 -12 23 16 -15 -10 17 -13 26 -18 29 -17 -23 -11 -2 -26 27 -19 -1 -14
right_child=1 3 -4 -5 -6 6 -8 8 15 12 11 13 20 14 -16 21 19 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.92802430425274e-05 -0.00019555461010070351 -7.6774609201720706e-05 -8.1433199287229695e-05 -8.203407307032176e-05 0.00043276862441166109 0.00023765726789509031 -0.00028478048655068976 -7.0167116940109676e-05 -0.00032484433842296377 0.00036616792304793429 -0.00032768047149626489 -0.00025538090481348091 0.00014047167459502595 0.00016976548364582944 -0.00039384995660519782 -0.00012040152476520541 -0.00016807801963178304 5.7747591635225289e-05 0.00033761056736357243 -2.8679747033390971e-06 0.00071134050276530072 8.1285654737598995e-06 -0.00080888561639831744 -0.00019140209874600274 5.9459110099447116e-06 0.00020848971661995789 -8.5384108637447543e-05 0.0010265932393707722 0.00010024975171886036 0.00045208178280907392
leaf_count=12551 2419 4821 35150 93730 1384 2825 444 3647 1302 464 3668 2967 4685 3063 367 8931 17735 9403 1212 5845 450 92958 188 1497 16800 3563 11358 144 17008 1352
internal_value=0 -0.032646 -0.0194274 -0.0722955 0.0700126 -0.0102377 0.16702 -0.0137072 0.00617859 0.11186 -0.0463867 -0.0761024 0.183502 -0.0583173 0.112789 -0.00577249 -0.0744299 -0.0190456 0.0102627 -0.125861 0.250905 -0.00218072 0.00679837 -0.0558661 0.0222964 0.0456829 -0.0105312 0.0740988 0.0482099 0.214418
internal_count=361931 332372 232437 99935 6205 197287 3269 194018 115474 12095 78544 55762 8448 52094 3430 103379 48664 25084 22117 23580 6487 102077 93146 1961 22782 20363 20905 9547 29559 6037
shrinkage=0.000980392


Tree=2515
num_leaves=31
num_cat=0
split_feature=785 470 395 203 264 1071 192 657 990 728 296 1464 1465 1454 1450 1459 1466 320 1468 1462 1452 1457 271 1363 263 1243 1085 1449 905 1454
split_gain=43.203 30.5603 34.0117 29.8078 28.7783 30.4528 27.5917 26.8685 26.9229 26.489 26.4771 26.4615 39.3432 30.6969 45.7877 33.111 36.2051 29.3637 26.6926 29.5024 28.5743 30.4032 27.7616 25.9511 34.4664 25.4114 24.5467 24.3619 23.967 24.3484
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.38646845251715672 0.69084194168817237 1.0000000180025095e-35 0.72755686970153477 1.09266583130301 -0.49008176997875957 -0.53895910145012016 -0.074891043096876886 0.57942899407087378 -0.40696913463973794 -0.01180047070279761 0.43577943106047246 3.2754529010249787 0.88160724310766836 0.90889364240410331 0.25644420496290959 -0.23925522981379169 0.041329821661130785 -0.29502685028357389 1.0000000180025095e-35 0.66115833724634121 1.473013388195284 3.5775253332674297 0.28981675053332695 2.2242441017633241 0.10128998396582999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 26 11 6 -6 -7 10 -1 -9 12 18 14 17 16 -15 -14 25 27 21 22 -21 24 -8 -3 -2 28 29 -20
right_child=1 4 -4 -5 5 7 23 8 -10 -11 -12 -13 13 15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013451814723485037 -8.2569398349922196e-05 -8.0536955242720078e-05 -3.0804968476281774e-05 -0.00022373033803975632 1.8382657255604991e-05 -1.8855988045316148e-05 9.6675666071456581e-05 -0.00077300382034301777 0.00024666744650247448 7.505208326025401e-05 -0.00021750700776645667 6.0808630963551224e-06 -0.00010326725567856834 -0.00017975306482708708 0.00066808067657252179 0.00015018505139121791 0.0006968218171001983 0.00074777518796712028 0.0001978359681678648 0.00096115136082279182 -3.337340293539989e-05 9.788049643694068e-06 0.00010946624266858263 -5.9931118224899169e-05 0.00036431663187214863 -0.00024787794220397963 0.00089185947427222355 -0.00028068696418335391 -0.0010188376503153917 -0.00020443157732737602
leaf_count=3396 52873 55129 82761 20163 27577 6252 5665 533 286 26163 1044 51848 1246 4029 823 3469 206 210 2518 515 1008 451 266 2115 2722 5893 92 1550 102 1026
internal_value=0 -0.0323373 -0.0594708 -0.108601 -0.0138356 0.0295936 0.0546948 -0.0834369 -0.297995 0.0546428 -0.407042 -0.0321434 -0.0592461 0.0681037 0.294788 0.00320461 -0.132887 0.0398026 -0.0799556 0.0459742 0.254826 0.467554 0.715675 0.142094 0.191985 -0.0964751 -0.0808161 -0.0489586 0.0513787 0.0819424
internal_count=361931 332372 155889 73128 176483 46194 38079 8115 1863 29559 1577 130289 78441 9983 2279 7704 4235 1456 68458 7436 2240 1232 781 10502 8387 61022 52965 5196 3646 3544
shrinkage=0.000980392


Tree=2516
num_leaves=31
num_cat=0
split_feature=545 785 497 974 280 350 430 1167 1457 210 710 694 900 839 554 990 1453 355 57 1468 332 497 1468 1450 1464 855 621 839 1467 1459
split_gain=35.4 33.7016 26.7171 30.9762 28.4037 24.03 27.2843 24.7886 23.2938 25.2237 28.3965 44.3147 33.2216 32.9082 27.7708 26.2753 25.3023 27.9362 27.623 35.7558 29.3124 27.1093 26.9134 34.4169 27.2576 25.7258 24.6306 24.2062 23.326 24.094
threshold=-1.0372938969678034 -0.86283290253235112 2.0895063784560848 0.33732592140660006 1.4789100365283692 0.57601062149795357 -1.9797277785548 -0.66057125917176163 1.5723103033889971 -1.2290970633523346 2.2276597626323835 1.2927572326739147 0.32941128667551273 2.3222367341841563 0.808717907346023 1.09266583130301 -0.20662850366848182 1.2561304466483061 1.0000000180025095e-35 2.4634311514058238 1.0000000180025095e-35 1.3623962782185581 0.38892790084257617 -0.50915848232535854 -0.41753453153697401 1.0000000180025095e-35 -0.35685587837403537 2.1643018672665013 0.013940624581295987 0.64892431932778283
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 8 6 7 -6 9 -3 12 14 16 -13 27 -14 18 22 25 20 -20 -19 23 24 -18 -11 -26 -12 29 -24
right_child=1 2 3 -5 5 -7 -8 -9 -10 10 11 13 15 -15 -16 -17 17 21 19 -21 -22 -23 28 -25 26 -27 -28 -29 -30 -31
leaf_value=-6.7625013053756498e-05 5.9355219584585402e-05 -0.00012381171425740695 0.00014767655316218943 -8.2061792826383306e-05 -0.00084826914457266462 3.501487130268865e-05 -0.00018191183138952264 0.0014206902795436324 7.2154312960482955e-05 -7.6091343014788096e-05 0.00014202852888078432 -2.2806431749693033e-05 -6.4549595958099466e-06 0.00068579440126802671 0.00070844267510957772 0.00011095006571681467 -0.00029234898868064668 0.00010680918651467731 -9.5366906565609293e-05 -0.00045321175013597105 3.7259238812980916e-05 0.00079511815791719065 5.3109460893920613e-05 -6.7030139017673451e-07 9.8477751219056673e-05 -0.00020349158013105713 -0.0001703134400240523 0.0013519618883123898 0.00023067765526225595 -0.00033726720478520494
leaf_count=94059 26335 15391 7654 3470 47 4100 12966 80 11118 25113 1559 6802 50221 277 579 10035 4867 4956 16834 1018 16287 249 5655 18606 2706 12300 4678 63 2980 926
internal_value=0 -0.0126335 -0.0213347 0.0768938 -0.0270843 -0.122021 -0.173772 0.871274 -0.0203896 -0.0263265 -0.0199001 0.0972994 -0.0264675 0.00940874 0.354855 0.0144357 -0.0497158 -0.00778065 -0.0768027 -0.0315126 -0.0192156 0.150387 -0.0279855 -0.0612517 -0.157924 -0.121869 -0.0720999 0.203244 0.0763861 -0.00196639
internal_count=361931 267872 241537 11124 230413 17193 13093 127 213220 202102 186711 9280 177431 7079 2201 60256 117175 45623 71552 34139 33121 5205 40418 30857 12251 37413 7384 1622 9561 6581
shrinkage=0.000980392


Tree=2517
num_leaves=31
num_cat=0
split_feature=476 21 760 501 1185 346 283 420 1376 1436 911 637 1454 1449 1454 1463 1179 178 705 497 1470 1457 1469 1457 1463 1466 1467 1459 1450 636
split_gain=18.5971 22.4627 24.3271 24.0731 21.7746 21.6765 25.628 21.4322 21.0299 26.0362 23.7004 27.8741 20.3112 33.4628 33.0006 27.4593 26.5664 21.4664 21.42 22.9992 22.4947 31.044 26.8453 41.654 41.1584 31.4214 28.8886 27.9261 27.6753 27.4241
threshold=-1.316508667510939 -0.89074317784588486 -0.12312320629756214 0.99065422405300041 -0.40422188748256044 2.2729813834108188 2.3203676192117064 0.10326131645390992 -0.39507898286537607 1.0000000180025095e-35 -1.31075835762575 3.0198853010183355 -0.91909735138557946 -0.16476281433214623 -0.9732642227179652 -0.39746168170115509 -0.35028011884388993 0.50969887606661046 1.4125972960924511 0.59952666485459616 0.28143045329286537 -0.41601755557204428 0.37712882758393312 -0.60361768668873583 0.010126804471103772 1.1481623852422969 0.44520113322763349 -0.32303709040653633 -0.12464057240991257 -1.1034353467587172
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 8 7 -7 10 -10 11 -2 13 14 -12 -16 -17 -15 20 -20 -14 22 25 -24 -25 26 -22 -26 -28 -27
right_child=5 2 3 -5 -6 6 -8 -9 9 -11 12 -13 18 17 15 16 -18 -19 19 -21 21 -23 23 24 27 29 28 -29 -30 -31
leaf_value=0.0056813305605515514 -0.0077594540912212786 -0.0015386065743954503 -0.0051831423483340335 -0.016786627400906393 -0.0033756125980639665 -0.003000465025057005 0.031550650991790039 -0.016262989818455833 -0.003344141766255488 0.00023059742765291666 0.0028377854244676943 0.042163099778782402 0.0014740392261327812 -0.0060107498624401151 0.038665253458447311 0.030060697865048714 -0.010676145400281618 0.035444997461292725 0.0028572421212783414 0.016938814724294437 0.0020438232583381579 -0.0041933928813419263 -0.019070048907083803 -0.0030425785029217045 -0.031290465628508998 0.046019926770364823 0.018536487985014793 0.058582993596711853 -0.0083234301080393237 -0.021825167368075958
leaf_count=11067 6393 31364 19068 4459 9061 5220 260 3021 55870 63621 1533 154 91921 2076 785 389 382 174 5002 1832 15801 24743 2011 1431 61 84 2419 232 534 963
internal_value=0 -0.0486898 -0.0745064 -0.141922 0.0309463 -0.00354005 -0.126536 -0.150758 -0.000352306 -0.0251013 0.0154157 -0.129068 0.020399 0.154787 0.300328 0.51082 0.20784 -0.0568776 0.0156491 0.133603 0.00974036 -0.0291946 0.0284711 -0.153219 0.10935 0.0593034 0.0791668 0.857422 0.272794 -0.326809
internal_count=361931 75019 54891 23527 20128 286912 8501 8241 278411 119491 158920 6547 152373 5339 3089 1556 771 2250 147034 6834 140200 48279 23536 3735 1724 19801 18754 293 2953 1047
shrinkage=0.05


Tree=2518
num_leaves=31
num_cat=0
split_feature=785 181 727 1148 932 1469 1441 21 1107 421 1452 1027 1317 1091 62 1430 227 194 289 358 878 773 740 558 657 837 1435 424 634 20
split_gain=40.7847 29.1212 27.7585 27.3429 46.0215 24.4564 29.5475 28.3836 30.369 29.625 28.8648 26.5031 26.1822 25.6432 24.8675 28.369 27.666 27.4716 30.6333 24.1551 23.8561 23.9684 22.9998 39.3888 25.9187 25.1867 23.0317 22.7786 28.7842 23.6574
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -1.0706168552173836 1.7193014468115779 0.43301101584543472 -0.57560790467261069 0.41183801591342978 -0.37083480438412358 1.3133204588538343 1.8486627072116983 0.69009342306031496 -1.2811150420666217 1.0000000180025095e-35 1.1321728468858836 0.58307762070518543 1.0405472218160414 1.4247873320756022 1.0000000180025095e-35 -0.62274645879491886 0.66719174563581007 -0.67584199883929463 -0.29429909822911982 0.32387784103069944 0.89654117410713363 -0.83995798502981434 0.014686606845762165 2.8977225696809943
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 7 14 8 9 19 12 20 -10 -8 16 17 -7 18 -16 -2 -9 -22 25 26 -25 -17 27 28 -24 -29
right_child=1 -3 -4 4 -6 6 13 11 10 -11 -12 -13 -14 -15 15 22 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-2.2622840118671687e-05 6.8346481291966987e-05 -7.9701829386801603e-05 0.00010832785084038493 2.0066762537893059e-05 0.00038005047538659819 -6.0064606037608931e-05 -0.00020226312143429144 -0.00023631984301111361 1.9768974428076969e-05 -0.00027950638036382659 0.00017194155026412788 0.00027745384007066737 -0.00069507446239240633 4.7074386725417156e-05 -6.226322324890402e-05 5.7399005035720685e-05 -0.0002421539356097031 1.6426074734724795e-05 -0.00023260624760038006 -0.00047713759618395857 0.00025167984098417714 -9.0867391468184037e-05 0.00020928955511541629 -1.4124590242778209e-06 -0.00015044744488959541 -4.1556914928014691e-05 -0.00021313200377870309 0.000205877990422983 -0.00031082632975211856 0.0013782936508567746
leaf_count=12551 5099 69820 17008 10762 1780 37185 11268 4019 5775 2335 10765 863 266 2491 48662 41050 6415 16267 7425 427 1062 3769 918 8359 12001 17751 937 3915 915 71
internal_value=0 -0.0331704 0.0513158 -0.0232347 0.0734746 -0.0288355 -0.0385699 0.023816 0.0629484 -0.055195 0.111341 -0.073601 -0.00827259 -0.149213 -0.0319386 -0.0197985 -0.0858515 -0.0563316 -0.0861363 0.0282893 -0.108432 -0.0158898 0.0052418 -0.0447079 -0.0905784 0.0302671 0.0951108 0.14369 -0.0520996 0.232297
internal_count=361931 332372 29559 262552 12542 250010 215630 34380 24667 7861 16806 9713 6041 13759 201871 158271 43600 72354 56087 5526 8850 4831 85917 27116 20360 58801 6756 5819 1833 3986
shrinkage=0.000980392


Tree=2519
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 728 852 727 923 519 993 908 717 576 1077 1049 930 1452 968 21 1051 695 815 783 905 930 374 1329 576 1321
split_gain=40.2138 32.3723 27.2004 25.8232 65.039 25.5364 24.6418 28.5812 45.7104 29.1587 28.2292 31.4448 30.0958 26.6409 26.1877 26.0999 25.6556 25.1777 24.914 24.7596 31.0751 29.4973 24.4976 26.2153 24.4889 24.4383 24.3527 23.6879 23.6011 25.3593
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 -0.89727091510114898 -0.40729421879939548 -1.0939251288050857 1.1032265037225084 4.2406324835638474 -1.7276023283237012 1.0000000180025095e-35 3.3900475580725948 2.0695670359217271 -0.13431221002227373 3.5926503781727646 -0.70721591321319732 1.6638054002796892 -1.0732212767954836 0.6816917737009125 2.1042721739608483 0.83501184199785239 -0.39002737257870451 0.66546334935299256 -1.1798994846903865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 -3 -1 7 22 17 19 11 -8 16 -11 15 -12 -13 -9 -17 20 21 -10 23 -2 -21 26 -14 -23 -25 -30
right_child=1 3 -4 -5 -6 -7 10 8 9 13 14 12 25 -15 -16 18 -18 -19 -20 24 -22 27 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-0.0001370896339071952 -0.00019492344750413477 -7.9726168897626789e-05 -8.4671399979724176e-05 -8.5322959052021698e-05 0.00044179668251665739 6.853588169537347e-05 -6.7892175149422546e-05 -0.00034803853027203007 -0.00025656842501116904 0.00017893376527480028 -0.00043390925971664192 0.0003745999057847966 0.00013422681320300327 -0.00039156918508806042 -0.00078368334355366021 -8.3955365043319799e-06 -0.00020737825401425815 0.00087655803899686351 0.00014058685026782265 -0.00016428285678179682 0.0010270405177027619 8.4254935146189567e-05 -0.00020829912078434385 3.0679524613707499e-05 -4.3302353358223712e-06 0.00070967257792924846 0.00045741526774682918 -6.9459482711232965e-05 0.00078223706545370059 0.00016686799761018089
leaf_count=3396 2299 4821 35150 93730 1384 26163 3778 3650 3001 3098 916 464 4719 368 213 98911 1503 68 5158 17948 118 10235 1826 15754 5918 452 1349 12191 315 3035
internal_value=0 -0.035542 -0.0222389 -0.0754124 0.0701635 0.0483712 -0.0129703 -0.0447849 -0.0734448 -0.0561829 0.00640074 0.106853 0.177864 0.121801 -0.00490677 -0.00343111 -0.0662725 -0.324542 -0.000765614 -0.0727856 -0.0186366 -0.0253173 0.0211183 0.0439865 -0.123447 0.246658 0.210027 0.00346535 0.069833 0.232038
internal_count=361931 332372 232437 99935 6205 29559 197287 79824 56595 52877 117463 12265 8487 3466 105198 104985 1967 3718 104069 49411 25545 25427 23229 21403 23866 6520 6068 22426 19104 3350
shrinkage=0.000980392


Tree=2520
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 647 590 727 859 885 1038 570 636 1421 50 1453 1047 350 306 641 139 211 1089 1151 11 834 913 792 785
split_gain=51.6437 39.1313 31.307 31.6915 32.548 31.5556 28.1504 65.724 26.6508 26.5867 25.4998 24.3881 23.8853 23.6331 23.4572 23.0493 22.5815 22.3588 22.3486 24.9409 22.9335 22.7605 22.2325 24.1771 23.0351 32.3376 21.8638 21.7993 22.334 21.7969
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.98545034728205338 4.8263866747680533 -0.17630926381181156 -0.48460852809644533 2.4129057422810987 1.0107116206971127 1.4829784501753427 2.1847129145757513 -1.0794544675301283 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 0.36413372231081925 -0.36184153364335253 0.44837531086292992 2.4190504380954585 -0.377541397473169 1.3963992400794327 -1.0282579537198486 -0.87246257202899724 2.9970139449733542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 10 18 7 -3 -1 -7 22 -12 14 15 26 -14 -13 -17 19 -4 -21 -20 -2 -24 -25 -26 -8 -6 -29 -5
right_child=1 6 5 29 27 9 12 -9 -10 -11 11 16 13 -15 -16 17 -18 -19 21 20 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-1.285558278728023e-05 -7.0191084077725663e-05 -7.7485165027541255e-05 -0.00017273427643173659 -1.5599771512458714e-05 -0.00016173390632619357 0.00044711109851488384 1.4756352000738542e-06 0.00044693651058065945 0.00011526714737571519 0.00010107188872660752 0.0012029313207377506 -0.00017200321630252732 -0.00014241359093085571 0.00034301951100462269 -0.00026113508093793426 0.00057174402074435492 0.0015841451184888892 -2.0800857163931204e-05 7.3487948085315181e-05 0.00017234018451358035 -0.00015174000349258833 -8.2213436431085533e-05 -0.00025758117921510684 -0.00010204274896991327 0.0015288518108297646 -7.0568801839766574e-05 -0.00024849901639269705 5.6665653516969754e-05 -5.147640281931069e-05 0.00013670772594036852
leaf_count=12551 17696 4821 6553 98491 5981 1153 27682 1384 17008 6442 102 239 55011 602 3085 379 28 4368 18011 2409 1724 5854 16988 6049 97 168 2603 13657 26285 4510
internal_value=0 -0.0350751 -0.0204493 -0.0333444 -0.0690338 0.0325378 -0.0788418 0.0731842 0.0598282 0.154394 -0.129374 0.409732 -0.090935 -0.122323 -0.0372834 -0.127916 0.0642665 0.0223421 0.00366268 -0.0834649 0.045 0.0390418 -0.137849 -0.198924 -0.0663902 0.591362 -0.0177232 -0.0327163 -0.014939 -0.009248
internal_count=361931 332372 232437 190291 87290 42146 99935 6205 29559 7595 41367 369 93730 60360 33370 59758 267 4747 34551 10686 4133 23865 40998 23302 6314 265 30285 45923 39942 103001
shrinkage=0.000980392


Tree=2521
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 727 837 277 1031 142 412 1327 1256 1451 351 1450 912 636 1461 1454 1460 1451 133 1458 1451 1458 1459 1450 1461 631 1464
split_gain=40.0923 31.9686 26.061 46.4434 25.3578 24.0313 30.2729 28.3978 23.1227 22.2364 22.8407 22.1314 22.7015 25.1223 22.7765 30.5521 27.4494 26.2987 25.528 52.2132 42.0209 43.309 35.7663 29.1641 27.1524 25.9124 32.4072 25.3943 26.6921 25.1702
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 1.0000000180025095e-35 0.64384972645585192 1.383899167819199 1.0000000180025095e-35 -1.0084476995208638 1.8311510170418688 -1.3165078242060859 -1.5427084609334123 0.57958835029462052 1.2847724858147562 -0.44975414142939646 2.3933059664898395 2.5027047754689438 -0.11668584820372337 0.10128998396582999 0.14860921938669633 0.11757366443131641 1.0029567743790773 -0.6114257374270754 0.52786446122684672 0.11800097897884852 -0.19467617432788356 3.2607042407486069 0.19473912836121865 1.9439535980634621 -0.1792923271419434
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 11 7 8 -7 -3 -11 -2 13 14 -13 16 17 -16 19 23 21 27 25 -19 -25 -20 29 -21 -29 -27
right_child=1 9 3 -5 -6 6 -8 -9 -10 10 -12 12 -14 -15 15 -17 -18 18 22 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-2.0266529415106283e-05 -0.00017663238777143543 -9.3772176304060932e-05 1.7932431344827841e-05 0.00037958024738611503 0.00010487950559432294 0.00016218479120803169 -0.00026766086833151018 -0.00013277372028348066 -3.7460968641789747e-05 -0.00077923227644646732 0.00013095800788913106 -5.093516125604717e-05 3.55583456928077e-05 -0.00010868722730105595 2.0790396491375304e-05 0.00038016486846319985 0.00045716006015960713 -0.00011496016642318423 0.00048300123236212796 -0.00056301484759275816 -0.00025936694240088663 -0.00051686913929479032 -0.00028147416112346205 0.001144730856136043 -0.0004321002739496435 0.00024546204576907039 0.0018674819385483454 0.00058327614665672082 -0.0009099787902693507 -0.00089140793849704612
leaf_count=12551 5270 66465 10762 1780 17008 3194 4833 21085 27616 179 3176 55186 34379 16319 61158 961 605 10605 529 132 683 282 4805 149 83 156 20 1654 66 240
internal_value=0 -0.0332941 -0.0228846 0.071517 0.0504559 -0.0283501 -0.0730374 -0.0572873 -0.016499 -0.083685 0.0944591 -0.0170873 -0.0135286 -0.0257435 -0.0158953 0.00761955 0.00267649 -0.00101229 -0.0753451 -0.0206807 0.24272 0.385094 -0.202788 -0.0979806 0.665047 0.182862 -0.240989 0.489587 0.548145 -0.422224
internal_count=361931 332372 262552 12542 29559 250010 56728 51895 30810 69820 3355 193282 188012 153633 137314 82128 81167 80562 19404 13654 2817 2134 5750 10837 232 945 416 1852 1720 396
shrinkage=0.000980392


Tree=2522
num_leaves=31
num_cat=0
split_feature=890 407 795 705 497 566 771 340 660 1107 930 1428 854 797 794 484 710 851 703 1259 1190 917 706 1169 779 1114 776 1451 603 1032
split_gain=37.9811 48.3512 36.8563 38.6897 28.1065 26.2833 30.2557 35.4319 32.5489 26.1195 26.2964 25.6112 26.064 77.6397 35.0381 28.4278 31.2703 27.6588 25.1569 28.1705 25.6824 25.1221 24.5898 25.4288 27.7647 29.072 24.5421 23.9212 23.8301 25.5343
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.28191752204954684 2.2206245932530155 1.7603402020327763 1.8821439160418587 1.3931997016493665 -0.72421686037558375 0.90458832388149857 1.0000000180025095e-35 1.8149162610659533 -0.87473648844905705 0.63961785378869596 2.2041218380651819 -0.36962221474058471 1.3536697095467554 0.68308976018130074 -0.49571808031551295 -1.6244094444709287 0.96288016454140746 4.3127385003387806 2.168314495256825 0.18848160436186537 3.0982020149796461 0.29424931907346874 2.3433137484526747 0.75140231727557782 3.7475311944261205 -1.0769412657368138
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 27 3 22 5 6 7 8 -5 10 -10 12 13 -4 15 -14 21 -16 19 -1 -20 -17 23 24 25 -3 -25 -2 -22 -30
right_child=1 2 11 4 -6 -7 -8 -9 9 -11 -12 -13 14 -15 17 16 -18 -19 20 -21 28 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.00023090546659807051 -0.00012568454569183594 -4.2778669112480805e-05 -7.210517502668374e-05 0.00012956816385945507 0.00028307052403023415 0.00024096309984101237 0.00014152455200795505 -0.0002862676931094548 -0.00015123803451912079 0.00013465092082475078 1.0074641994012905e-05 -0.00016017225207702018 -2.9767775223054088e-06 0.00029021450301780098 0.00013583050353052899 -9.8876724915937262e-05 8.0027787847898978e-05 -0.00028759337128736906 -1.6919344557016977e-05 -0.00013564251405470343 -0.0001736994366805917 0.00092578097202836304 0.00023826413399691536 -0.00012289063619593573 0.00034254687175058052 0.00010124216152765751 0.00028496755095045714 4.3412657943729179e-05 0.0041132846125162834 -0.00056350401461602686
leaf_count=1270 31623 23769 6559 9664 2641 3004 11337 2195 7753 4304 13466 7206 42836 4122 7818 48209 5005 858 48976 36963 9227 97 1718 15441 1067 8775 772 5215 21 20
internal_value=0 -0.0122837 -0.00165802 0.0284754 0.0686995 0.0574769 0.0445887 0.0146694 0.0294867 -0.0131329 -0.0461556 -0.0278322 -0.0202764 0.0798846 -0.0312622 -0.0437225 -0.0795514 0.100472 -0.0696972 -0.123896 -0.0382624 -0.0982608 -0.0158052 -0.0249935 0.00728453 -0.00416841 -0.103892 -0.099036 -0.169095 2.1125
internal_count=361931 265454 228616 105906 54364 51723 48719 37382 35187 25523 21219 122710 115504 10681 104823 96147 53311 8676 96477 38233 58244 48306 51542 49824 33611 32544 16213 36838 9268 41
shrinkage=0.000980392


Tree=2523
num_leaves=31
num_cat=0
split_feature=785 727 405 77 190 1278 1470 1251 120 48 529 1428 1078 693 153 8 1396 1398 947 767 1321 905 1430 287 982 1326 961 1259 851 1459
split_gain=19.7996 18.4331 18.2927 18.4967 18.9109 18.75 19.2898 19.2078 18.1229 27.3723 25.653 22.9324 22.6223 29.1984 24.4727 29.9505 24.4335 22.4403 21.6355 26.8648 26.5237 30.2033 25.7006 23.2835 23.8497 25.7692 23.4495 25.1428 22.7903 22.0418
threshold=-0.86283290253235112 1.0000000180025095e-35 3.5736363738346935 1.5029597294391763 3.8946573681908618 -0.32715411899638508 -1.3545928909252491 1.1824438407956948 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.033365735080544079 1.6910538755253597 -0.59097224104514201 0.20305734945939194 0.42058611259604356 1.641280574724302 -0.64890827705103449 1.8524657221393244 -0.31336310834498088 0.54622893720785959 -0.012500911755609535 3.0854258727671673 0.17236803105439721 3.1692968419848038 -1.7004662652352158 -0.84871412517626565 0.77133902740777927
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8 18 11 17 12 13 -10 -14 -16 -15 -11 22 -20 -21 -22 23 29 26 -26 -25 -28 -24 -2
right_child=8 2 -4 -5 -6 6 7 -9 9 10 -12 -13 14 16 15 -17 -18 -19 19 20 21 -23 28 24 25 -27 27 -29 -30 -31
leaf_value=-0.0009458927535283577 -0.0029877442008280717 -0.00012589388587629311 -0.03999363692894508 0.019125267786987671 -0.070560565082819465 -0.076667454315925809 0.0086668434137345905 -0.027166582266107599 -0.0016749451718989891 -0.00088155895910977755 -0.0098312474000463359 -0.0041402844014846755 -0.0062509097522886505 0.0066621228159786609 0.055980834700514084 -0.0016573345766289155 -0.00065239087368743314 -0.010544917647710796 0.0060083751885759472 -0.0070591164635008799 -0.030989247121133712 0.032712121534716247 0.010894089117361968 0.00096768150822285407 0.00053760798096968716 0.048048897147305543 0.041879059903518735 -0.013619665796465211 0.0017746676574978662 0.0026218197080293635
leaf_count=12551 63596 6941 126 1163 42 29 8521 186 26683 18409 13608 26235 12622 15722 244 382 9438 4899 2552 12137 139 369 3392 73692 336 265 132 3160 33853 10507
internal_value=0 0.0419849 0.0907278 0.0966831 0.0777946 0.0817465 0.151169 0.157685 -0.0173299 -0.0409525 -0.099498 -0.0187733 0.00465236 0.0244416 -0.0974768 0.391602 0.0781866 -0.0538958 -0.00455857 -0.0816661 -0.121657 0.367365 0.00263772 -0.0116636 0.0158846 0.470941 0.0122896 -0.217207 0.0530289 -0.0420895
internal_count=361931 29559 17008 16882 15719 15677 8736 8707 332372 128242 36916 91326 65091 51843 13248 626 25160 23308 204130 15197 12645 508 188933 151688 77585 601 76984 3292 37245 74103
shrinkage=0.05


Tree=2524
num_leaves=31
num_cat=0
split_feature=129 785 728 21 565 536 533 912 263 560 211 1122 1453 764 1118 217 1235 824 440 264 288 764 280 821 144 596 498 949 693 896
split_gain=18.6804 18.9844 20.9761 18.9497 27.0854 28.2321 24.5211 21.7471 22.4024 21.2786 21.0475 20.2712 25.5321 21.8209 20.2281 22.9401 24.6234 27.0843 21.2991 20.6118 20.1766 20.1013 22.2845 27.1698 22.1789 20.7705 19.7273 22.4303 22.8064 21.4559
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.49008176997875957 0.2439032738895319 -0.072358880624271996 1.370997289229714 0.66959453337990815 1.9448114091673692 0.66115833724634121 -1.3639293037435041 -0.80529649615418986 -0.66556095040977803 -0.084110913630558462 2.4375836430592464 -0.31113447005483003 -0.99253939913350864 0.56920788065317962 0.17531313426571929 1.1029847784469171 -0.92193233685461917 -0.20712428277571124 2.0237669382079644 0.026072031048888975 -1.0305144854359449 -0.81862665051900352 3.0920830256423057 -1.4673289212411755 1.0000000180025095e-35 -0.78652982607854283 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 9 8 20 21 -7 -6 -13 -14 15 -10 17 -17 -18 -16 -5 25 24 -24 -23 -2 27 29 -29 -8
right_child=3 -3 -4 7 11 10 26 -9 14 -11 -12 12 13 -15 19 16 18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0067435211676891357 -0.008752363589848898 -0.00055199545591111128 0.0035548768043783389 -0.0085082149525525577 0.0067136724075896638 0.033561544957202608 0.050390990859669409 0.020234474372835775 0.06839294741902284 -0.016427311626021963 -0.00079629862708485938 -0.0084416382180530318 0.0017463913180614478 0.044782886424829887 -0.028778818247782403 -0.025698801379353112 0.035361135888626549 0.025866441242772931 -0.031385750361140635 0.0049960100341708141 0.0022396250588673184 0.041473889358156747 0.16270445216081331 0.029529949017197077 -0.046915774436181744 0.094949299365913828 -0.0042078503625957442 0.15320838860770117 0.018657717654418381 -0.019084287195575995
leaf_count=2859 3340 287634 23351 5784 3794 344 107 654 92 10090 1344 7629 4396 184 304 320 473 240 62 1381 4593 102 66 110 139 20 2288 31 39 161
internal_value=0 -0.0052715 0.050588 -0.0588129 -0.0954498 -0.172442 -0.209751 0.0117819 -0.0103289 -0.26674 0.150042 -0.0225156 -0.0747115 0.0712607 0.153233 0.368896 0.278982 -0.0819715 0.570124 0.0016468 -0.0681231 -0.057444 0.56084 1.44784 0.0160614 -0.144138 -0.00516272 0.539859 1.72046 0.212313
internal_count=361931 313844 26210 48087 34184 18181 16493 13903 13249 13867 1688 16003 12209 4580 2872 1187 1095 560 535 1685 10377 3777 417 176 241 3360 2626 338 70 268
shrinkage=0.05


Tree=2525
num_leaves=31
num_cat=0
split_feature=545 1442 1445 705 497 1461 655 588 623 766 1176 1396 831 923 99 871 423 408 1115 1049 1396 1388 416 543 1145 1118 285 282 690 764
split_gain=36.6574 36.1735 30.8363 29.8859 38.8307 28.4887 27.7812 31.7162 26.3642 30.159 28.7667 24.8057 24.7453 24.5889 28.0083 23.89 24.5985 23.3566 23.9132 22.5727 22.5543 21.9374 21.6918 21.5805 21.7152 21.2293 21.0224 22.4191 20.9824 20.8201
threshold=-1.0372938969678034 -1.2625182715263061 1.6380901172106308 0.62026487867602198 2.4192885550665473 1.4098417307792441 1.0000000180025095e-35 2.250834115212506 -0.024657624075993714 -0.2021276824454534 2.6284722243829464 0.66386066127205579 2.144474219493925 -0.36513490025409884 2.0809238288804917 2.4008401756919917 0.2014999529365322 1.0000000180025095e-35 0.40110612629068232 1.261689008203277 1.2676718974403742 0.97755469596546962 3.2292583109233575 1.0000000180025095e-35 1.0000000180025095e-35 0.90765598562898864 0.84478328364439681 1.7389764404992121 1.4417547718644637 0.79019904660366602
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 5 8 6 11 7 13 9 28 26 -2 17 14 25 16 20 18 -8 -6 -10 -16 -15 24 -1 -5 27 -11 -3 -25
right_child=1 3 -4 4 19 -7 12 -9 15 10 -12 -13 -14 22 21 -17 -18 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-2.2965128717782677e-05 -2.9039894184782812e-05 2.1709637137984586e-06 -0.00017931240687401012 0.00011843994133426936 0.00033593602958885535 0.0001912937182677174 -8.6066039237666433e-05 0.00028009334658126811 5.3501583924081032e-05 -7.1522121274661507e-05 0.00049540145889093471 -0.00023230191716222252 0.00026288267660476953 -1.9513813009457606e-05 0.0005836477620792701 -0.00024563112432388366 -4.9112372156896873e-05 9.2226379218504913e-05 3.2784514728636033e-05 -5.7207762818932698e-05 -0.00010073981938626989 -0.000169888601590688 0.00089302213513621357 -0.00021878901697223061 -0.00010766348776665765 -8.6511301703000079e-05 -0.00025314560586498901 -0.00034140327152972508 -0.00019329432159906264 8.7324241588796839e-05
leaf_count=47536 20717 35562 14673 11892 2658 2379 24075 2509 44102 24800 328 4189 1279 17088 735 2605 22156 6109 11334 790 5070 200 104 12649 31673 2684 5103 1792 2939 2201
internal_value=0 -0.0124905 -0.0799057 -0.00235795 0.0303485 -0.0366353 0.0201037 0.0650895 -0.0222067 -0.0542368 -0.107824 -0.0618647 -0.0170842 0.0459592 0.10609 0.00652354 0.0126769 -0.0266273 -0.0486254 0.248347 0.0392452 0.441554 -0.0131716 -0.0697977 -0.0554774 0.08174 -0.115754 -0.0904871 -0.0126917 -0.17635
internal_count=361931 267872 41958 225914 81457 27285 78009 35212 144457 70524 32023 24906 42797 32703 15511 73933 71328 41518 35409 3448 49172 935 17192 94059 79209 14576 31695 26592 38501 14850
shrinkage=0.000980392


Tree=2526
num_leaves=31
num_cat=0
split_feature=545 959 785 1094 1361 112 51 21 1469 269 402 603 470 1096 550 1454 21 358 395 804 1468 212 1469 390 914 769 1017 912 277 1062
split_gain=33.2113 31.1576 33.5745 30.4718 29.7675 29.5051 29.0485 32.523 36.8531 33.2743 28.9734 32.4489 37.792 29.2074 27.7025 27.6774 29.3498 26.7039 27.1545 25.2257 27.0392 26.2609 25.1419 24.9846 24.8725 24.2755 32.4491 27.5442 24.9935 23.8773
threshold=-1.0372938969678034 -1.2907225086880219 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.2718117149406565 1.8613588887694643 -0.32341995197817647 -1.2319146079207914 -0.67312717757827156 -0.92710518500779682 1.0000000180025095e-35 0.66595742291584703 1.0000000180025095e-35 0.29966714842153758 -0.91909735138557946 -1.2689586617576902 -0.36066362493710152 0.66415532897360485 2.2521318533151415 1.3991069528470244 -1.5931392265202724 0.55022885487539497 1.3699260936129689 -0.075825385381620564 0.90431082072828384 1.0000000180025095e-35 -1.7099421111412718 2.4440299957706233 -0.89382332160399136
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 8 -4 -10 13 19 17 -9 -8 16 -11 18 29 20 21 -12 23 -22 -15 28 27 -27 -17 -13
right_child=1 2 5 4 -6 -7 14 10 9 15 11 12 -14 24 -16 25 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.4736365287075841e-05 1.3861332964645212e-05 7.0873120706225421e-05 0.00018717301753416602 -0.00026302590753151588 -7.2986194634268523e-05 -0.00016378964802846806 -0.00023891615681470278 -0.00024804322576836644 -7.8431120849485253e-05 -0.00080788399878214284 -0.00085052469079430356 -0.00022806360121066787 0.00019969527572651096 -0.00014084406830649565 0.00018693779584253795 1.584150682713694e-05 0.00036256473674927997 -5.0643490661944142e-05 0.00035908234132290304 0.00012629780007048731 -0.00017932249519303075 -2.9031792187731893e-05 -0.00059369597996956913 0.0003548632765125098 0.00015806338668098761 -0.0011127690197838449 -5.4975169815453123e-05 0.00024418563951019887 -0.00046744577444564881 0.0001048585837148287
leaf_count=94059 13044 24714 5698 10243 14263 8432 5462 6130 15337 126 241 1493 5157 3349 853 31148 1822 14269 1376 3801 4653 77807 636 386 2204 91 2873 5473 596 6195
internal_value=0 -0.0114284 -0.00292227 -0.0806823 -0.136226 -0.0123986 -0.00783868 -0.00346747 0.0379331 0.0191511 -0.0233155 -0.0135364 0.0518338 -0.13406 -0.17137 0.0485287 0.305061 0.00893602 0.106362 -0.0337291 -0.041992 -0.0314979 -0.186158 -0.136726 -0.0209382 0.0362856 0.139717 0.232459 0.00838133 0.0461281
internal_count=361931 267872 230322 37550 24506 205608 197176 190861 63164 57466 127697 116014 28490 11683 6315 42129 1948 23333 9064 87524 83723 78048 5675 5039 5553 40181 8437 5564 31744 7688
shrinkage=0.000980392


Tree=2527
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 706 497 382 967 832 775 591 965 806 139 150 1393 279 11 557 1037 452 139 1442 1223 275 422 89 21 501 978
split_gain=35.6212 31.2692 26.6619 46.244 25.764 29.7497 32.1903 26.708 25.5448 28.1852 26.1144 25.3092 23.5409 28.0863 23.5564 24.4914 23.3669 26.7674 24.7701 23.1871 22.4882 28.9461 24.5219 23.6642 27.7649 22.1255 28.0225 25.6727 24.3154 23.6122
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.2757743684523109 1.5729800777409018 1.0000000180025095e-35 1.9880014365130207 -0.54035045934009274 -1.2983303395354628 0.26941944963516368 -0.45591238426429986 1.4741736162398185 -0.31524240352309146 0.12219781312985384 -0.84369220434312819 0.3831298080087287 -0.87191264689159853 2.5220033806985911 0.30001598979790833 1.0000000180025095e-35 -1.3707702826435739 -0.962738934255707 1.0000000180025095e-35 0.85538848230328257 -1.2415873250643052 -0.83154460667102204 -0.70163543588998201 -0.6455790061835861 -0.86739898370003232
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 8 16 25 10 -10 12 -8 -6 14 -14 -16 18 -18 -7 -13 22 -22 -11 24 -23 26 -2 28 -27 -29
right_child=1 -3 3 -5 5 6 11 -9 9 20 -12 19 13 -15 15 -17 17 -19 -20 -21 21 23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=4.6494782937729405e-05 0.00011291312143894021 -7.9978262259085771e-05 2.0575141878487066e-05 0.00038154912259977085 3.8173863322763523e-07 0.00027706633877016694 0.00014056443367544514 -0.00017313123325750278 -0.00028322170076985849 -0.00018917618348777615 -9.1809687727020516e-05 -0.00027712678597851918 0.00026011002638941423 0.00042708432035958152 -0.0013130226495806378 -0.00013126560464426156 -0.00083174940627291007 4.7080425009044305e-05 -0.00082978368328478992 6.6085685322873309e-05 0.0011249830022271954 -0.00014422668608126291 -7.271673903785328e-05 3.8093738889333883e-05 0.00016068428721776254 0.0001870085275489273 -0.00018767989013889248 -0.00010967119201365293 3.1137725888228144e-05 1.1134655077738804e-05
leaf_count=29559 2312 69820 10762 1780 28651 3846 1792 4719 4571 16004 16586 2524 697 1321 102 560 184 1518 98 1302 127 12903 39391 13726 2022 6778 7190 9764 15473 55849
internal_value=0 -0.0316941 -0.0213928 0.0741247 -0.0269272 -0.0472579 0.0564098 -0.000345253 -0.0578814 -0.0832204 -0.016737 -0.0578536 0.0196232 0.212649 -0.00657761 -0.305623 0.16861 -0.0392792 0.257332 -0.158957 -0.0741827 -0.0194645 -0.102477 -0.0244748 -0.100273 0.0069894 -0.109062 0.0166014 0.0832563 -0.00442522
internal_count=361931 332372 262552 12542 250010 147925 11264 102085 136661 88744 47917 5618 31331 2680 1359 662 5646 1702 3944 3826 84173 28778 55395 28651 14925 97366 9502 87864 22251 65613
shrinkage=0.000980392


Tree=2528
num_leaves=31
num_cat=0
split_feature=470 602 784 951 212 739 447 641 772 1450 291 140 139 975 634 748 1463 494 458 1223 77 214 1390 565 845 678 330 1382 1043 82
split_gain=19.071 32.131 24.6321 37.001 26.9313 23.1282 23.0767 26.9353 23.591 23.831 23.1433 22.8961 23.1502 21.4815 20.796 20.7706 27.1749 22.8131 27.3283 20.5553 20.4321 21.1689 20.0198 19.8755 19.6096 19.6096 26.6694 33.0288 26.8629 24.9381
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 0.4454315257619969 3.0552588648239483 1.0000000180025095e-35 1.0000000180025095e-35 1.5021575651453103 1.0327969354203688 -0.42450433914067814 0.7472536253722013 0.64140736889128902 0.068585916157084023 -0.24599474305613264 -0.34581642213566471 1.3593059060298478 0.34874662877675894 0.46056824723976608 1.0000000180025095e-35 3.539468371618455 -0.46503931770739565 1.7694879162407429 -1.1360470302693537 -1.8405465334013473 1.1704004957374454 1.0000000180025095e-35 0.44542865074340127 0.081171891487753292 1.0092399748889116 -1.7065772409431401
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 15 -4 8 10 -10 -8 12 23 -11 -15 -1 -17 18 -18 -5 21 -9 -14 -6 -12 29 28 -28 -27 -2
right_child=25 -3 6 19 11 -7 7 20 9 13 24 -13 22 14 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0040185346813167372 0.0084928432850439745 -0.00023959700642903556 -0.0050970082678186562 -0.0012332904075241069 0.21338965829742462 -0.012735368259631445 0.0033939597423239248 0.049471726420537626 -0.0025654759164559864 0.036970197163593226 -0.021940686270187689 -0.037972084927481595 0.1057021617145346 -0.022112166426815627 0.021767263949860644 -0.025739244313090378 -0.013955355721200758 -0.032180534314827036 0.051839067995559845 0.086364391838718912 0.012615257013451456 0.1952247162450334 -0.028813995088603869 0.05176625108067983 0.030837841861045635 0.00094011734551691811 0.00084383284060111192 0.0083517490413050014 -0.0046121194542726208 -0.0015542167173449419
leaf_count=20260 3767 89908 6509 22301 21 20066 3166 226 1064 709 977 152 28 280 523 2590 285 244 266 26 352 20 206 284 116 64347 15789 10833 11613 85003
internal_value=0 -0.0315408 -0.0753769 -0.0999734 -0.156799 -0.165803 0.0210609 0.109964 0.0667858 0.26074 -0.0409292 0.465698 0.738489 0.45015 0.154157 -0.110875 -0.343463 0.123846 0.450295 -0.0212774 0.619224 1.20085 -0.127542 1.21556 -0.3339 0.002908 0.0221963 0.0789686 0.00119541 -0.0232538
internal_count=361931 170579 80671 66729 44402 43711 13942 7433 6835 2576 4259 691 539 1512 803 23645 3385 795 551 22327 598 246 234 305 1093 191352 102582 26622 75960 88770
shrinkage=0.05


Tree=2529
num_leaves=31
num_cat=0
split_feature=1097 269 1470 785 1457 713 497 354 1455 1361 450 1458 498 889 747 1456 488 1218 928 606 1262 1458 1455 791 706 1461 484 492 539 115
split_gain=38.7469 47.2052 38.1035 32.0643 27.3425 27.1048 26.9599 29.8093 26.5158 28.9192 25.8697 25.5273 25.4748 26.2436 48.3971 43.5379 32.7566 31.1426 30.911 30.7038 29.0982 28.9078 34.6652 28.0787 28.6 27.1219 26.5061 25.9698 25.8057 25.3032
threshold=-0.64966988391888181 -1.2832447556410924 -1.1417127449306028 -0.86283290253235112 1.339295830115254 1.0000000180025095e-35 2.2206245932530155 1.2841085960417071 0.35881941651261778 1.0000000180025095e-35 0.69231615738246322 3.1438252248132805 2.3761431599641116 1.0000000180025095e-35 1.0000000180025095e-35 1.3778752582070839 0.14260903685215862 3.9048232315577729 -0.52992354128753727 2.1543936751333881 -0.29498807457645582 -0.4285654387502193 0.40822562400327617 1.0000000180025095e-35 1.0628608749219508 0.92086227942272492 -0.44016591864967353 1.4487534671488764 0.6695026854463163 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 -1 -3 12 10 9 -4 -8 -11 13 14 17 16 20 -5 -16 23 -15 25 -23 -20 27 29 -24 28 -25 -17
right_child=1 3 8 6 -6 -7 7 -9 -10 11 -12 -13 -14 15 18 21 -18 -19 19 -21 -22 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=6.3430353105246535e-06 -9.6741148290017934e-05 -0.00017421834182904388 -0.00017162946709021454 -0.00011768357456238387 0.00028589759714710945 9.9299526252440455e-05 -7.030943825292937e-06 0.00047542116389473439 -1.297821237659835e-05 -7.5783509615750264e-05 0.000266825656993391 0.00039768506480323954 0.00017512195960181211 2.2138505392066183e-05 4.5345133530400523e-05 1.3966905875889234e-05 6.3854460478839022e-05 0.00053301016804451287 -8.1593063576694707e-05 0.00020903917977236011 -0.00011268211172740905 0.00039579682097643968 0.00029642226020860766 -1.6933432365329065e-05 -0.00024246313085572556 0.00045181861205180246 -0.0004182479207055068 0.00039775364514944866 0.00023377873717060754 -0.00064465534820690401
leaf_count=10767 32744 1859 33229 33927 1923 20222 5302 818 25220 49073 1846 502 3014 15153 28483 839 21492 295 37778 2075 16937 3051 441 8843 1840 362 511 982 1911 492
internal_value=0 -0.010154 -0.0634326 0.00091365 0.0560892 0.0788184 -0.00869664 0.107224 -0.0801714 -0.103885 0.0658167 -0.0709478 -0.014797 -0.0184334 -0.0375838 0.020115 -0.000355379 -0.112531 -0.0103953 -0.0417048 -0.0475626 0.200371 0.29542 -0.0524351 0.0322307 -0.052383 -0.0706442 0.0678482 0.0376793 -0.213084
internal_count=361931 241217 120714 208473 12690 22081 186392 7966 108024 82804 7148 49575 178426 175412 116134 59278 53582 34222 81912 53429 32090 5696 4003 51354 13576 1693 952 11736 10754 1331
shrinkage=0.000980392


Tree=2530
num_leaves=31
num_cat=0
split_feature=43 1442 1181 55 1445 663 890 594 417 1236 21 547 1458 1456 912 287 1458 1470 978 1454 1468 1468 1466 1449 1449 1453 1465 111 832 1449
split_gain=19.1106 19.2934 22.5278 23.0317 20.974 21.1119 20.7826 24.9609 26.8497 23.0777 24.6712 29.8276 26.2666 29.6254 27.0309 25.6502 24.9112 24.6487 26.6566 26.7406 33.5232 40.057 47.0688 45.5718 38.055 36.9576 79.0546 36.5633 29.7842 29.4237
threshold=1.0000000180025095e-35 -1.2625182715263061 0.55563488803679673 2.028461052144193 1.6380901172106308 3.2862031677096839 -1.3230736206490437 1.0000000180025095e-35 -0.16835180844062717 0.46494720282425184 -0.32341995197817647 2.2607263609058417 -0.60823821293043034 1.8465156198288024 2.1595162504387648 -0.24344524611205984 -0.6420356832362869 -1.0944060458206815 3.0027013568658325 -0.2363894608792538 4.4254531621270878 0.66741765750458459 1.7021207750673237 -0.48085314393774437 -0.62727104346921525 0.89653246390762387 0.30885249841046225 -0.48187358623580706 -0.54035045934009274 0.3746820073494514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 8 -3 10 11 12 15 14 -14 -8 -17 -12 19 20 21 22 25 24 -23 28 27 -27 -19 -25
right_child=-2 6 3 -5 5 -7 9 -9 -10 -11 17 -13 13 -15 -16 16 -18 18 -20 -21 -22 23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.0019925538585337395 -0.0024107237834413925 -0.00054961958829745372 0.0022811974447397615 -0.015812275662623148 -0.008505783941148131 0.056238911998398367 0.00017726361036321699 -3.0068604808245967e-05 -0.012871799570561318 0.0042820752166316109 -0.0048659331579806106 -0.0065135021796236181 0.00038944990726163652 0.013741105181251746 0.020520451314610097 0.0095566824478802211 0.032666334544458608 0.004011012717743294 0.022314349508447046 0.0015562422767748715 0.052192330239850815 -0.014546724460022701 -0.030510428553228178 0.00039549021606347893 -0.047912772817025807 -0.0042232718479357622 0.024570447831004691 -0.029934270641074269 -0.0020004319575899067 -0.023671904469964533
leaf_count=28504 74777 5313 16917 1030 15860 89 3886 19287 6366 18708 13982 6050 34560 2169 735 6499 594 16115 589 52439 130 1603 721 3537 633 1119 601 1774 26533 811
internal_value=0 -0.00327906 -0.0428318 0.0251002 -0.0757717 -0.161893 0.0056201 -0.0567021 -0.149799 0.0130727 0.00511573 0.044614 0.0601348 0.0327474 0.0171275 0.155157 0.230077 -0.0122265 -0.000652703 -0.00335985 -0.0387696 -0.0416356 -0.0187295 -0.203918 -0.468158 -0.0103024 -0.231858 -0.388772 0.007614 -0.0745266
internal_count=361931 287154 62400 17947 44453 15949 224754 30966 11679 193788 175080 54493 48443 37464 35295 10979 7093 120587 106605 106016 53577 53447 46863 6584 2236 46142 3494 2893 42648 4348
shrinkage=0.05


Tree=2531
num_leaves=31
num_cat=0
split_feature=728 659 633 1453 1175 8 1366 1082 83 705 1249 834 816 1325 217 488 1311 1455 836 1461 219 845 279 420 486 626 694 322 622 1115
split_gain=18.6306 19.6209 19.6715 23.2155 21.2626 27.8139 21.44 20.9398 20.8678 22.5702 27.4325 23.5349 21.473 21.3355 20.0256 20.5038 23.6063 19.6238 19.5101 19.1242 19.8011 21.5286 21.0684 19.6263 19.0455 20.7597 18.973 18.9724 18.8032 18.685
threshold=1.0000000180025095e-35 0.62821384419828064 -0.77899086806337892 0.43370469085150809 -1.4093011143748895 2.2607432031079546 2.0183251275724516 1.0000000180025095e-35 0.25697365764590069 0.51747580830848527 -0.91302912626793442 -0.28789827143119057 2.9000507500104784 2.9460602207251019 3.7799102976457726 3.1716671059802404 0.06350342776528041 2.5522110869383945 -0.40752895937895112 -0.3640729456269281 -0.73483202508032031 -0.23473692033520091 0.57703775826400283 -0.75705688955886496 -0.58996535461761856 1.162251696531573 -0.99438043103485929 1.4725277493311824 -0.080305571219593072 0.68059012295683285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 5 7 8 29 -6 10 11 -10 19 17 15 -1 -17 -12 -15 -11 -21 22 -22 -23 -14 28 -16 -2 -26 -4
right_child=27 -3 4 -5 6 -7 -8 -9 9 12 13 -13 24 18 26 16 -18 -19 -20 20 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0037549783604299649 -0.0015057829705734296 -0.0023230847538793743 -0.010384006311382428 0.0027737176212111634 0.00044229367122727977 0.038250970300619129 -0.0054176652893098663 -0.0015125335459581712 0.0012138973164901052 0.0076121262512632978 0.0016942000078768533 -0.014153639460187082 0.027542672760635663 0.089833878434364633 -0.046988258658146764 0.030396020873154791 -0.013579493585705277 0.019427207869537062 0.0099343548309898388 -0.016497309468278345 0.00366717031259627 0.017907565664189079 0.025181872671781871 -0.0082519013528354803 -0.024316299488481619 -0.076466161958756551 0.04378089522971905 -0.0082262530349071997 0.023693358060100252 -0.03595570623738175
leaf_count=39859 99417 41024 2202 11927 92390 150 6129 4089 2253 18664 22946 2379 98 54 50 469 279 679 83 775 1788 387 667 2200 383 68 178 9673 110 561
internal_value=0 -0.000617925 0.00808605 -0.0334196 0.0195545 -0.115361 0.0244218 -0.143382 0.0295888 0.0630323 0.0203107 -0.131093 0.108911 0.0506969 -0.0626099 -0.0670822 0.315187 0.0454753 0.873469 0.119456 0.0113828 0.0575612 0.195272 -0.0837183 -0.257822 -0.409576 0.602217 -0.0389785 -0.267699 -0.312775
internal_count=361931 252841 211817 52762 159055 7002 152053 6852 145924 53534 28394 4632 25140 23762 40835 40607 748 23625 137 24481 5817 5042 2455 2587 659 561 228 109090 493 2763
shrinkage=0.05


Tree=2532
num_leaves=31
num_cat=0
split_feature=785 519 727 728 803 666 609 678 678 533 382 689 1458 156 908 789 583 639 550 1449 1468 1366 706 965 355 1376 1467 1458 1468 1467
split_gain=38.8906 33.4668 41.8198 32.9973 40.0778 55.4728 52.1968 41.0501 33.4696 33.1843 32.2519 32.2308 30.9323 29.707 29.4852 29.4735 28.9558 28.9591 28.204 28.1734 36.4891 27.3156 26.6946 26.2156 25.7956 25.4004 28.7128 26.6545 31.4281 30.4068
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 1.8992776531617575 0.41752742923255598 -1.4446427012740177 1.1248358748350926 -0.55326332990463356 0.11942102837874842 0.29966714842153758 0.6853839265082079 2.213655904251008 1.0000000180025095e-35 0.85558832110916161 0.1463002810917281 1.4218347872305723 0.47962750685588434 0.060492031153216698 -0.269398266067507 0.66741765750458459 -0.10303183932719125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 22 16 7 8 -7 9 -6 12 15 -11 13 -5 -9 -4 18 23 -2 25 -21 -13 -3 -18 -24 26 27 29 -29 -16
right_child=1 2 10 4 5 6 -8 14 -10 11 -12 21 -14 -15 19 -17 17 -19 -20 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=5.2381430587321744e-05 4.0298602556322423e-05 -0.00014266045156707333 0.00028733490787972407 -0.00011061043836407067 -0.00024137061645802094 0.0003342811163361224 -0.00058915264251219006 -0.00027361934615001491 6.5363702681800148e-05 5.2860021688011574e-05 1.5121934007366366e-05 -2.713854321386996e-05 0.00012217663672859207 -0.00025467698156561878 -6.5141939243747182e-05 -6.2190395005431615e-05 6.7437875381685377e-05 -0.00012850426272915984 0.00025629175104054672 0.00011398879345080566 -0.00039830545487200833 -0.00011322064742195871 3.3908953182679319e-05 -6.6722141445887788e-05 0.00067866172580738967 -0.00011659144025036204 6.8713661154266064e-05 7.1916870527298258e-05 -0.00021154074413561784 -0.00034689047525974099
leaf_count=29559 16470 6191 5244 52673 2881 3683 279 3004 4547 12047 5700 39111 2639 15112 17454 1127 16348 11228 2851 11192 676 39586 2965 12286 291 14825 15986 11733 2152 2091
internal_value=0 -0.0291962 0.0499458 -0.0361547 -0.0486952 0.0764398 0.274245 -0.0559553 -0.0394882 -0.0802892 0.126779 -0.0533062 -0.127524 -0.140484 -0.0154966 0.226636 0.0109504 -0.0253157 0.0789338 -0.00835349 0.0873766 -0.0714467 -0.0608779 0.0104369 0.095972 -0.0276565 -0.00572153 -0.0427471 0.0295783 -0.0963698
internal_count=361931 332372 21518 310854 251671 11390 3962 240281 7428 161168 12071 90744 70424 67785 79113 6371 59183 39862 19321 76109 11868 78697 9447 28634 3256 64241 49416 33430 13885 19545
shrinkage=0.000980392


Tree=2533
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 647 590 885 727 1002 1038 544 746 209 1453 570 1421 636 834 913 520 85 50 1047 1424 350 306 641 139
split_gain=36.7141 30.3598 26.3517 30.5412 27.0605 26.754 26.2269 64.0253 24.6691 24.5543 23.9449 23.5872 23.565 23.0965 21.7709 21.6869 21.4377 22.9901 22.5394 21.3062 21.3046 21.2202 21.0723 21.0706 22.0342 20.9759 20.8619 24.7393 22.661 22.4959
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 4.8263866747680533 -1.5722412400100421 0.69854289147193727 -0.17630926381181156 1.0000000180025095e-35 1.0000000180025095e-35 0.23696906566319156 2.1847129145757513 -0.48460852809644533 1.0107116206971127 2.4129057422810987 1.3963992400794327 -1.0282579537198486 1.5103007336851382 -1.3274107148674466 1.4829784501753427 -1.0794544675301283 1.0000000180025095e-35 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 1.6307671772553987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 26 5 8 7 -3 13 -5 -11 -10 -1 -2 -12 -13 17 19 23 -8 22 -15 -7 -18 25 -25 27 -4 -29 -28
right_child=1 6 3 9 -6 20 16 -9 11 10 14 15 -14 21 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=8.7521123477457579e-05 -0.00015926131775220257 -7.004293705512767e-05 -0.00016933295762209012 -0.00011562271585387532 -5.4059136044059998e-06 0.00020545483141245745 9.9345237737155837e-06 0.00044850007406813065 0.0011900886398446215 0.00025594766370847465 -0.00041414285509257682 -0.00016075700149060365 -4.7035092894168248e-05 -6.8564921286044553e-05 0.00020399052058038 0.0015529730193386143 -0.00012890803456492523 -0.00025130118783884669 0.00034591320891764013 -0.00023814572328438138 -1.0182130057132043e-05 0.00025102621622765699 -0.00020734855952984549 0.0011031207692857095 -1.3843610681370187e-05 -6.8850226135284672e-06 5.4745081114141125e-05 0.00017489296544715455 -0.00014804485310044779 -0.00021052789698733425
leaf_count=21198 33709 4821 6553 1294 103001 733 27682 1384 102 5339 480 239 8361 6249 482 28 55011 3085 602 2603 39942 1040 5248 189 4368 190 22149 2409 1724 1716
internal_value=0 -0.0288509 -0.0159481 0.0327672 -0.0278223 -0.0609403 -0.0675993 0.0795165 -0.116025 0.152958 0.205983 0.413994 0.0515088 -0.124461 -0.0980972 0.0728566 -0.0793516 -0.0283256 -0.10926 -0.00890094 -0.0279943 -0.0125019 -0.159153 -0.114768 0.0292418 0.587444 0.00430479 -0.080103 0.0481261 0.0385445
internal_count=361931 332372 232437 42146 190291 87290 99935 6205 41367 7595 6301 369 29559 40998 962 267 93730 33370 60360 30285 45923 7289 5981 59758 4747 379 34551 10686 4133 23865
shrinkage=0.000980392


Tree=2534
num_leaves=31
num_cat=0
split_feature=1078 785 11 914 699 1454 354 126 744 1183 1190 487 1254 1199 832 221 294 1453 1252 1455 564 1452 1400 975 698 288 773 1326 1380 454
split_gain=18.5758 19.0609 18.3389 17.2345 22.6326 20.9107 18.6475 17.9993 22.6448 21.8728 22.3339 20.876 20.1395 20.4014 19.5711 17.9338 19.7468 19.1952 23.3559 22.4924 27.8882 20.7487 19.7052 19.2406 19.7962 19.6628 19.7544 19.2628 18.9161 19.8443
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.42129106556329554 2.5870419312086308 2.17725212626909 3.4974816677026177 2.0358938006915941 0.70880289725806289 2.16073878242138 2.5344867627444407 2.1091131562320311 -0.42436535293576522 2.9107920580044921 -0.38315049131412332 0.70698511826391996 1.403171761054306 1.7725573003799016 1.257127198603895 -1.0401306949352589 2.5522110869383945 -0.93480620219518273 1.8728009796554159 0.21063363328578363 -0.4488563917516129 -1.4566186108567212 -1.618569852983111 2.9825200636100297 -0.15208335636471296 3.3446298041419404 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 8 12 10 -9 -11 15 -14 -15 17 -17 19 -19 22 -21 -22 28 25 -25 -24 -27 -28 -2 -30
right_child=3 -3 -4 4 -6 -7 -8 9 -10 11 -12 -13 13 14 -16 16 -18 18 -20 20 21 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-0.0015654263486452311 -0.0049159118239435447 -0.00044538352565878792 0.0048020046703239408 0.010135124366102057 0.096954803338211298 0.11482876277724013 -0.058143650337893475 0.001828048844030386 0.010669092138567361 0.088663818639366246 -0.034753751938552624 0.00033885984553730939 -0.014379777855867122 0.044143768228874995 -0.033343033844352721 0.0041134980890662771 -0.028548534213497581 0.024812251576394436 -0.0010681816587319187 0.059296872052424544 0.011793775338687473 -0.04990281899198596 0.080543483230432797 -0.029022813242729418 -0.00542445092720527 -0.019069534530306832 0.13514453225573403 -0.035926173960220506 -0.0036208862134253666 0.063798274164525368
leaf_count=8030 30933 265584 16731 1292 53 22 86 10486 1288 63 326 79 221 335 88 4856 354 543 3548 163 471 108 40 1034 9834 5024 20 23 170 126
internal_value=0 -0.00295137 0.0548697 -0.0481507 0.243983 0.17664 0.124913 -0.0535731 -0.0730671 0.0328676 0.020462 0.929858 -0.082137 0.360267 0.670024 -0.0875253 0.0464343 -0.103564 0.0532044 -0.11999 0.281524 0.0559396 -0.128292 -0.210449 -0.141822 -0.348895 -0.363844 1.32642 -0.0920101 0.561927
internal_count=361931 290345 24761 71586 1453 1400 1378 70133 59179 10954 10812 142 57891 644 423 57247 5210 52037 4091 47946 742 579 47204 15975 10868 5107 5067 43 31229 296
shrinkage=0.05


Tree=2535
num_leaves=31
num_cat=0
split_feature=545 1442 785 322 921 784 710 841 470 796 723 769 583 727 1025 1470 1160 646 561 912 866 419 416 694 954 1465 1464 486 287 361
split_gain=39.7278 35.7398 30.6636 28.6958 27.3985 52.9168 35.877 40.5316 35.5153 39.65 35.3695 33.8082 32.4453 31.1745 30.8647 30.4586 28.6275 29.8082 28.1801 30.2116 28.0193 27.5509 27.0695 34.9863 26.0917 27.7739 25.214 24.3265 23.4996 23.2547
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 1.0000000180025095e-35 1.0525743831388839 0.9594655836162902 2.0142775757586349 -0.83227182470451122 0.66595742291584703 -0.75739456769098112 1.0000000180025095e-35 1.9887507646620854 -0.55326332990463356 -1.5722412400100421 1.8785447384370386 0.43911945032593663 0.68536004617275303 1.0000000180025095e-35 0.36051334308712851 2.560298620812036 0.5880156106821478 -1.7224791228939573 0.29304458071443201 1.7728219641349714 2.2664990475867119 2.1301194935230918 -0.43279898335635575 1.3765966419980129 -1.3240904332894121 -0.32324803282377584
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 10 8 14 18 12 -6 28 -10 -7 21 27 -11 -18 -4 -20 -19 -8 26 -24 25 -22 -17 -9 -12 -30
right_child=1 2 4 -5 5 13 7 15 9 16 11 -13 -14 -15 -16 22 17 20 19 -21 24 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-6.9866159101975706e-05 -2.8120606645411414e-05 7.0532787348601554e-05 -3.024699107049026e-05 -0.00015832633529502219 -0.00011824696745998159 -0.00022082686609644329 0.0016964042717887485 3.7318417426479149e-05 -4.7823745847612051e-05 4.8676208139999857e-05 -0.00045821023412073763 0.0005985885215767855 0.00023252161439069884 0.00025049668627039436 0.0006827301722204755 0.00047061897941178162 3.7147648703015806e-05 -0.0002445731213238231 -0.00011694989742970764 0.00061770982687287999 7.5681039982854466e-05 -0.0001842630554305695 0.00088948931543595441 4.3951305303905637e-05 -0.00031418668877746241 0.00094131489568216879 -5.6386839956312104e-05 0.00047121225118867347 0.00018506533619397589 -1.5634794345339414e-05
leaf_count=94059 24323 23559 98286 17635 8390 653 34 5233 2414 14774 486 475 5668 6199 210 715 4911 5270 30359 263 1228 3443 584 315 584 148 864 555 3952 6342
internal_value=0 -0.011693 -0.00163821 -0.0786407 -0.010666 0.0534084 -0.0210659 0.0923684 -0.0300067 0.0263172 -0.00549256 0.0681619 0.15289 0.20988 -0.111906 0.16914 -0.011218 -0.0842849 -0.0492368 -0.111942 -0.167688 -0.165993 0.36201 0.637931 0.0293964 0.175675 0.189968 0.0850723 0.0436591 0.0625526
internal_count=361931 267872 225914 41958 202355 26497 175858 11953 163905 34997 19645 11255 8082 6852 3687 8266 26915 12141 128908 30622 7230 3477 2478 899 1960 1376 1579 5788 10780 10294
shrinkage=0.000980392


Tree=2536
num_leaves=31
num_cat=0
split_feature=1097 269 1470 785 497 354 713 1457 1455 1361 450 900 710 930 629 487 1331 747 958 419 332 257 84 1452 1445 1071 1244 1074 221 700
split_gain=34.0614 44.148 36.1882 33.5877 28.8299 30.8807 28.8295 26.6885 25.9827 28.7843 25.5606 24.8256 31.5538 48.748 33.7784 38.0623 31.0705 29.816 36.5893 34.5094 30.9164 30.4371 28.9412 28.1151 27.4388 27.3977 26.721 32.8491 26.3176 25.6829
threshold=-0.64966988391888181 -1.2832447556410924 -1.1417127449306028 -0.86283290253235112 2.2206245932530155 1.2841085960417071 1.0000000180025095e-35 1.339295830115254 0.35881941651261778 1.0000000180025095e-35 0.69231615738246322 2.1273853924476502 1.9207401787728819 1.0000000180025095e-35 1.1923636192327456 0.81613437573249659 -1.0674385962720063 1.0000000180025095e-35 1.0000000180025095e-35 0.046512034601306478 0.65944866827063242 1.0000000180025095e-35 1.4073521381958805 0.4926003403048807 0.18528947271751878 -0.32553500826022114 -0.80324577544460174 -0.72812877908444873 1.5927696206574928 -0.15887723390969063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 6 11 10 -3 -1 9 -4 -6 12 17 14 15 23 -15 18 -5 -20 21 28 -13 -14 -21 -22 27 -26 -19 -28
right_child=1 3 8 4 5 -7 -8 -9 -10 -11 -12 22 13 16 -16 -17 -18 20 19 24 25 -23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=1.0033704490199508e-05 -9.1169654800296661e-05 -0.00017774564133959058 -0.00016503870030284276 -0.00011719715932986382 -1.2568379646624287e-06 0.00048736987160893057 0.00010436191789071074 0.00028641314248064074 -7.1168622820122411e-06 -6.2965459057302063e-05 0.00027093020103959449 0.00019602433763795383 0.00024589113384724116 0.00046985312426764023 -0.00032090344016807163 -0.00015600053302085933 -7.2192781694969445e-05 -8.1786280116813702e-05 -7.6418117505227254e-05 2.1758888109490071e-05 0.00014602488418809486 1.1909450668549717e-05 -0.00030206624443602251 0.00061772633819016779 -0.00014307398058577191 1.4736265324207491e-06 -0.00018157822667511702 0.00091322951748821081 0.00020186330760914181 0.0003462604406010045
leaf_count=10767 32744 1859 33229 33190 5302 818 20222 1923 25220 49575 1846 4216 3258 481 455 841 7053 44795 11222 4879 8372 41073 588 1107 248 12376 795 584 1464 1429
internal_value=0 -0.007215 -0.0572525 0.00348806 -0.0063609 0.113473 0.0832561 0.0593649 -0.0736097 -0.0971467 0.0712643 -0.012683 -0.017226 0.084387 0.230157 0.278122 -0.0345724 -0.0260749 -0.0727753 0.00869066 -0.00629706 -0.0265195 0.138494 0.352961 0.122414 0.0611194 0.303188 0.661048 -0.071643 0.164957
internal_count=361931 241217 120714 208473 186392 7966 22081 12690 108024 82804 7148 178426 173622 13195 5661 5206 7534 160427 52347 19157 108080 87332 4804 4365 7935 20748 3056 832 46259 2224
shrinkage=0.000980392


Tree=2537
num_leaves=31
num_cat=0
split_feature=785 519 727 728 869 921 783 126 382 1022 395 689 789 650 140 566 834 769 858 706 649 209 747 667 144 766 214 579 776 485
split_gain=34.1052 30.635 38.9769 35.0284 39.5168 36.9343 62.021 32.2762 31.583 29.5644 29.2493 29.171 28.8846 28.7342 27.9989 26.7843 26.3453 28.8029 25.7692 25.5436 25.7366 24.8527 24.1418 23.831 31.199 23.7099 23.8781 23.6699 25.6546 23.4941
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 2.6552641023399333 1.0000000180025095e-35 -1.1110989058077336 1.1248358748350926 2.1314615550283826 -0.38614692990375338 2.1710320005650359 -0.55738587327289035 0.53390540777970152 1.0825608069246189 0.85558832110916161 1.0000000180025095e-35 1.3930109656029248 1.6274895855248437 1.0000000180025095e-35 1.2876145863397357 -0.45228654518479167 0.37772781070951184 1.0000000180025095e-35 2.7618311273588314 0.52306328833348981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 19 13 5 7 -7 9 12 10 -5 -12 21 27 -11 23 -13 -18 22 -3 -21 -4 -8 24 -6 26 -20 28 -2 -24
right_child=1 2 8 4 15 6 18 -9 -10 14 11 16 -14 -15 -16 -17 17 -19 25 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.5346025476178109e-05 -4.0735600691541446e-05 -0.00014224637518094551 0.00031824550292118548 -0.00014334950967966913 -4.9942317414813906e-05 -1.2976859631300668e-05 0.0003500832651566197 -8.3189866191977112e-06 8.5088385619424531e-06 0.00072002462125411531 8.6218913659837396e-05 2.2267999977036399e-05 -6.8071224444678926e-05 0.00022745678673005454 1.2806204089372598e-05 0.00011188419872401213 -0.0001553744322868614 -1.177486534534726e-06 0.0003879541804037793 -0.0001268546043338178 0.00025134295863692765 -0.00020044236690342613 0.00024529529576716491 -0.00015925904439773386 -0.0002529220374089615 -0.00078662575441680485 -0.00087832553079533727 6.2746957482572325e-05 0.00037364171496958698 -0.00079140935743782388
leaf_count=29559 37700 6191 4829 33669 41940 18652 4131 62084 5700 372 6206 10524 1127 2777 658 2811 20381 8802 285 1462 1794 415 204 35388 5125 191 90 18014 692 158
internal_value=0 -0.0311229 0.0446012 -0.0377719 -0.0506779 -0.0312508 0.0491112 -0.0460425 0.118845 -0.0787919 -0.0847602 -0.0502348 0.21776 0.0107511 0.274582 -0.0967162 -0.0741528 -0.1103 0.255063 -0.0622919 0.0909591 0.28362 0.309169 -0.106405 -0.0724807 -0.169265 0.125779 -0.000300065 -0.0331883 -0.196957
internal_count=361931 332372 21518 310854 251671 166407 23711 142696 12071 80612 79582 45913 6371 59183 1030 85264 39707 29183 5059 9447 3256 5244 4493 82453 47065 566 375 56406 38392 362
shrinkage=0.000980392


Tree=2538
num_leaves=31
num_cat=0
split_feature=785 728 647 590 728 784 921 859 1022 146 885 1016 1038 21 1122 1458 1449 1177 632 350 306 641 139 7 1109 912 982 1453 913 356
split_gain=38.6272 31.6211 27.9596 69.4879 25.8037 24.527 28.8005 24.6991 24.4493 24.2026 23.1989 26.8501 25.1895 22.7337 24.9596 22.034 21.8446 21.4673 22.6447 21.2108 24.6213 22.606 22.239 22.6076 22.204 21.9222 21.1598 21.1192 21.0771 20.8658
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 0.9594655836162902 1.0525743831388839 -0.98545034728205338 1.0000000180025095e-35 2.7503861831498626 4.8263866747680533 1.0000000180025095e-35 -0.17630926381181156 1.0000000180025095e-35 0.79579885031402708 -0.82108684835595114 0.74561756370782817 2.6605302561394431 -1.1226924480788913 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 1.6307671772553987 0.87502240502720785 -1.3649002260363143 -0.84635152736077035 1.7621802667917166 2.1847129145757513 -1.0282579537198486 -0.88459116152366701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 -1 8 19 -8 9 10 11 -2 -12 14 17 -15 -17 18 -6 20 -7 -22 23 -21 25 -23 -9 -14 -13 -5
right_child=1 2 -4 29 13 6 7 26 -10 -11 12 28 27 15 -16 16 -18 -19 -20 22 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013417431312060467 -0.00012083559524091856 -7.2823774980045514e-05 -7.971547591618403e-05 -0.00020763598373428168 -0.00023602976777689297 -0.00017117344779408626 0.00043101809101858495 0.00011994814960396241 -6.619865709653662e-06 0.00030741835269567508 0.0011984341457454497 -0.00016221450559076624 -0.0001294566053065962 0.00030923363161797695 -0.0002083691704999599 5.5417443708312308e-05 0.00031307037324351832 -0.00060307878630710987 0.00010148333795349915 8.3727204469358755e-05 0.00017229058632494689 0.0013008617105956563 -0.00021024630133213178 -9.6175443820035688e-05 -0.0002256899907884332 -0.00046964187200944834 -0.00048332033028299683 0.001411834299194482 -1.6081241943245424e-05 0.0005607583842694489
leaf_count=3396 40690 4821 93730 198 983 6553 1153 6164 103001 802 114 5902 266 2467 2064 10738 1826 225 7860 18137 2409 77 1716 4012 1585 62 278 34 39482 1186
internal_value=0 -0.0296615 -0.069186 0.0827242 0.0527039 -0.016487 0.0305117 0.147301 -0.0279452 -0.0594507 -0.0638568 -0.0671197 0.424665 0.0743695 0.0017184 0.129866 0.0927183 0.0494261 0.0656006 0.00288846 -0.0822016 0.0456702 0.0374154 0.0546078 -0.153155 0.680464 0.0978239 0.0976624 -0.034034 0.47717
internal_count=361931 332372 99935 6205 29559 232437 42146 7595 190291 87290 86488 86074 414 26163 11132 15031 12564 9068 8843 34551 10686 4133 23865 22149 1724 139 6442 300 45384 1384
shrinkage=0.000980392


Tree=2539
num_leaves=31
num_cat=0
split_feature=871 56 50 750 651 1071 423 794 1434 1465 1106 1091 1154 1244 556 708 904 1190 852 671 1020 429 566 954 1467 65 710 1469 697 1452
split_gain=39.9296 37.6775 39.263 35.4329 35.2741 37.7149 34.2567 32.9831 34.1121 30.9229 30.8217 28.4115 30.2011 27.0217 26.1539 25.8926 30.3944 24.8871 24.7091 24.1481 24.6837 23.4464 28.0471 27.1609 23.279 22.8039 24.4159 26.0558 22.5967 22.3387
threshold=1.0000000180025095e-35 0.58160213896575708 0.55630078546380823 1.0000000180025095e-35 0.58396494997324677 0.69084194168817237 0.26303606961368176 2.2041218380651819 1.2225103502844616 -0.52774419131799011 1.7407510129396675 0.69009342306031496 1.0000000180025095e-35 -0.39577833622069369 -0.48734482979267563 -0.20659570969958962 1.1080706407577423 -0.14767242273861289 1.0000000180025095e-35 1.0000000180025095e-35 2.1590889378513896 -0.19243099885367912 -1.3991402678639118 3.5442616861027205 2.4195634170659761 1.6527691397016595 2.59888630691959 -0.88964864486721928 -0.32785501986423765 -0.5285793083120659
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 21 18 7 11 -9 -5 19 12 13 17 -4 16 -8 -1 -6 -11 -21 -3 -23 -24 25 26 -15 -28 -17 -16
right_child=-2 4 14 9 5 -7 15 8 -10 10 -12 -13 -14 24 29 28 -18 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.6335268855810085e-05 -8.0001077065307568e-05 1.5969334229068845e-06 7.0650962607393165e-05 -0.00029934486980995816 -7.7354264649927331e-05 -0.00024657233383467976 -1.3919339149326348e-05 0.00023948867151147272 -0.00029053757243676108 -0.00022876539219250847 0.000365717391775498 5.1619336546105805e-05 -2.7322745168324957e-06 -5.4653955950147458e-05 5.781071300869455e-05 -3.4740529659086951e-05 -0.00024300083625087475 -0.00030728696840102439 0.0001136403561293412 -3.5767475821628401e-05 0.00096371947934225332 -0.00039083605540751157 0.00011067329854957811 -0.00040250514016365493 0.00036620210219374 -0.00031600160550477756 0.001134514495954057 2.2460561859389142e-05 -0.00020656668844562498 -6.1482989245942275e-05
leaf_count=6713 71831 21306 22417 7450 7823 3502 24016 4040 710 7678 832 17211 37561 21895 10600 5916 4435 6835 4554 6181 102 669 26690 408 614 2481 138 280 15191 21852
internal_value=0 -0.01576 -0.0309259 -0.0501762 0.0282627 -0.0586689 -0.0386445 -0.0147801 0.16674 -0.152381 -0.0860539 -0.0245268 -0.0453337 -0.0962702 0.0176668 -0.0917796 -0.0448241 -0.19359 -0.00324199 -0.117631 -0.0127235 0.0563243 0.0955395 0.104454 -0.0524923 -0.0649833 -0.0441329 0.490593 -0.157638 -0.0227026
internal_count=361931 290100 225148 170279 64952 15879 148036 98478 4750 22243 14793 93728 76517 38956 54869 49558 28451 13548 12377 13961 6283 49073 27767 27098 25408 24794 22313 418 21107 32452
shrinkage=0.000980392


Tree=2540
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 727 666 519 690 788 1467 714 803 791 861 768 650 993 862 908 212 645 583 708 639 981 773 923 831 485
split_gain=43.4896 30.1918 26.1302 25.5556 61.8491 25.1149 23.5213 24.7378 37.1844 27.4692 25.3853 25.578 39.4602 50.4886 42.8838 35.2686 35.3038 33.617 31.0753 31.7662 30.4358 29.0783 26.8033 27.1968 25.7185 25.6276 25.7065 24.5611 24.3506 23.957
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 2.2575337098986954 2.1420547332082829 -0.55036963499547997 1.0000000180025095e-35 2.6212945108504591 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.4582606246804526 2.1314615550283826 -0.89727091510114898 1.0000000180025095e-35 0.73554732968959546 -0.55971853496820956 1.0999280683389623 -0.55326332990463356 -0.19491901412783988 0.19073893183266846 1.4128277581048356 1.5428604681247957 -0.86449023226567734 1.7961697169243773 1.3228158288677994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 -3 -1 7 10 -9 -10 11 15 13 17 27 16 22 18 -13 -20 -16 -17 29 -24 -25 -19 -27 -15 -22 -2
right_child=1 3 -4 -5 -6 -7 -8 8 9 -11 -12 12 -14 14 20 21 -18 25 19 -21 28 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-1.4936269478075944e-05 6.7500679491028047e-05 -7.2031757549618225e-05 -8.0199709748524474e-05 -8.0264658816868629e-05 0.00043700789625057137 0.00010968961051331009 0.00010672757697468279 -0.00011303463907949462 4.1941326453169419e-05 0.00025596228438253931 0.00012794438384860522 -0.00010655852444793467 0.000114062770413833 -0.00040325181461485396 -5.7330265932700565e-05 -0.00023324343204103937 0.00032009084205405759 -0.00011358546725701566 6.7298890410247451e-05 0.0004961649691132894 9.98317250700557e-05 0.00021022133194792471 0.00015522148469228106 -3.1856549878680747e-06 -0.00017685020156260389 -4.5457660237357308e-05 0.0002466248416957163 -5.1693096293137521e-05 0.00039514270080561191 0.00034167405513137742
leaf_count=12551 10915 4821 35150 93730 1384 17008 6806 3559 5745 4126 4697 3782 6382 1188 6068 4633 1939 65910 3296 1029 13499 821 3236 15960 6275 8054 1419 15238 1233 1477
internal_value=0 -0.0316874 -0.0188316 -0.0702829 0.0747808 0.0555965 -0.00974077 -0.0147129 0.0695739 0.132591 -0.0223796 -0.0271115 -0.0436938 -0.0535888 0.0158865 0.0182072 0.0399545 -0.0845554 0.0562854 0.179036 0.0789527 -0.159658 0.0247895 -0.0180662 -0.0486133 -0.0992597 0.00579344 -0.078096 0.130102 0.105845
internal_count=361931 332372 232437 99935 6205 29559 197287 190481 13430 9871 177051 172354 127098 120716 37226 45256 39802 83490 8107 4325 20800 5454 37863 25471 22235 75383 9473 16426 14732 12392
shrinkage=0.000980392


Tree=2541
num_leaves=31
num_cat=0
split_feature=125 885 471 671 50 267 1050 983 1174 738 1298 1450 1454 1427 1454 1451 1463 1456 1460 560 1463 1467 1457 21 1457 1464 1456 1191 1450 679
split_gain=19.4324 28.4328 29.1494 27.831 27.1366 29.5814 26.3583 29.0842 25.0594 22.8408 22.4707 27.7921 33.376 29.854 29.7598 29.1618 27.5817 26.0004 26.5621 25.9409 25.4294 31.544 24.0169 32.8071 34.551 31.7874 28.7572 27.6698 25.3036 25.1061
threshold=1.5320262332576917 2.9080136987884808 1.0000000180025095e-35 1.6550864193358736 0.55630078546380823 1.0000000180025095e-35 0.6793336516478774 -0.40339370179643547 -0.68873274342511259 3.5871651185081377 0.60955665694886108 0.88343564287383192 -0.58754815837321106 2.2971197365863145 -0.2363894608792538 0.3239183524675191 0.6663052748700633 3.5267996248326976 1.5108086050703038 1.0439930387011487 0.32888106054764293 1.5815791658356655 0.31419197391419401 1.0003342417131433 0.63151525041848589 1.20947575187956 1.3778752582070839 -0.87215235665006874 1.1911932593428711 3.2784954193086415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 10 -4 -8 -5 -6 11 17 13 -13 15 -14 -17 -1 20 -12 21 -19 25 24 29 -16 -27 -28 -25 -24
right_child=1 -3 3 8 9 -7 7 -9 -10 -11 19 12 14 -15 22 16 -18 18 -20 -21 -22 -23 23 28 -26 26 27 -29 -30 -31
leaf_value=-0.0025282466444284234 -0.0014695892634292228 -0.017396447024110688 0.0095818697107699254 -0.039864118883115938 0.0010339652907065745 -0.0053247089129534395 -0.010040711786321998 0.0079069250414651442 -0.00026067166741235891 -0.024094712616728409 0.0021723243408774554 0.012266061757689545 -0.018579255121104428 0.067824082045332287 0.0029731407517261717 0.0094291367017641878 -0.058866571124827231 0.031036363304722255 -0.016643630845480369 -0.0056902682863618579 0.00057831742348880778 -0.031258728184472416 -0.028676739712415768 -0.036356370419376879 -0.0020518993294567143 0.011844863026387931 -0.048298652493933746 0.053834394479892571 0.022071989435536631 0.11995195048304191
leaf_count=152697 11489 733 9935 263 78283 33287 1799 2065 492 520 39555 2237 2355 113 7728 1096 136 952 424 5987 1034 115 1056 106 5014 1299 37 327 777 20
internal_value=0 0.0429676 0.0550739 0.114291 -0.0166697 -0.0296861 0.135518 -0.00918296 -0.268428 0.0179079 -0.0208938 -0.0340388 0.042387 0.317439 0.0128644 -0.195321 0.0901989 -0.0460872 0.176623 0.0225987 0.278077 0.500731 0.0513762 -0.0489181 -0.114139 0.127825 0.389423 0.901394 0.322345 -0.524271
internal_count=361931 26776 26043 14554 335155 256352 13799 3864 755 78803 223065 177523 22301 2350 19951 3587 1232 155222 2525 45542 2101 1067 16364 6973 6090 9391 1663 364 883 1076
shrinkage=0.05


Tree=2542
num_leaves=31
num_cat=0
split_feature=785 728 647 590 1431 1467 809 852 993 908 727 923 717 519 576 1183 930 21 695 902 905 930 576 708 560 565 675 20 1077 278
split_gain=32.508 30.8009 25.3921 62.0883 25.0399 21.7684 26.2684 23.3689 30.9816 32.2533 28.8508 46.6524 28.1686 25.7085 25.6364 25.3148 24.0185 23.912 29.5856 26.0304 25.4455 23.2659 22.9046 24.2651 24.4098 23.4617 25.7173 24.2463 22.8851 23.4623
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0099929608726099 3.2089320700182484 1.6518864604429058 -0.22706799479215015 -0.89727091510114898 -0.42487639646845682 1.0000000180025095e-35 -0.86449023226567734 -1.0939251288050857 2.1420547332082829 1.1032265037225084 -1.5169683801573526 2.1042721739608483 -0.13431221002227373 -0.70721591321319732 2.1632409731494207 0.6816917737009125 1.0000000180025095e-35 0.66546334935299256 -0.039229739837843218 0.3634932462711381 -0.39630165670556822 0.44359160413691395 -0.27043944321066177 4.2406324835638474 -1.1833072469291228
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 7 -7 10 9 -9 22 -12 21 17 -15 -10 -14 18 -13 -20 -19 -11 23 25 -25 -2 27 -27 29 -17
right_child=1 2 -4 -5 -6 6 -8 8 15 12 11 13 16 14 -16 28 -18 20 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=4.571019988086206e-05 -4.8586738657220667e-05 -7.0617928159527268e-05 -7.8077959694754429e-05 0.00043997631814939015 -7.6261506463889443e-05 0.00023073059520408663 -0.00029087377277427332 -6.6814067027084269e-05 -0.00032145227133294007 0.00037031888334178645 -0.00032099342720398529 -0.00024993654810889982 0.00021256795112604556 0.00017173594626770995 -0.00039030600279480165 -0.00011710080030368872 0.00071444326224449277 -0.00016158154091937236 -6.4686663711410662e-06 0.0003400169029415856 3.186663158937321e-06 -0.00018683579078080669 0.000170366018029966 1.5296994161448914e-05 -0.00017548058938879053 0.00044252931636845204 0.00073401070045961121 -9.1266515519930418e-05 -0.00076462667144185179 1.0410400297467398e-05
leaf_count=29559 1595 4821 93730 1384 35150 2825 444 3647 1302 464 3668 2967 6037 3063 367 8921 450 17735 20905 1212 5845 1497 3927 10415 5009 672 394 770 198 92958
internal_value=0 -0.0290357 -0.0680712 0.0766925 -0.0160314 -0.00712262 0.160058 -0.0103962 0.00868825 0.114982 -0.0417842 -0.0708843 0.18647 -0.0532178 0.114993 -0.00332578 0.253359 -0.0690872 -0.0149944 0.0141048 -0.119318 -0.0511925 0.0254272 -0.00921537 -0.051522 0.149524 0.304522 0.169083 0.000252601 0.00161318
internal_count=361931 332372 99935 6205 232437 197287 3269 194018 115474 12095 78544 55762 8448 52094 3430 103379 6487 48664 25084 22117 23580 1961 22782 18855 15424 3431 1836 1442 102077 101879
shrinkage=0.000980392


Tree=2543
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 1022 1016 859 885 1038 677 521 705 909 1453 982 913 792 350 306 641 1109 912 139 7 85 846 356 795
split_gain=35.0732 30.1974 25.9066 30.4171 25.7968 62.455 25.6311 26.3864 24.9938 23.8324 23.5231 22.643 23.6621 21.5386 22.2988 21.5238 21.4427 21.2858 21.5788 21.141 24.751 22.6827 22.3633 22.1087 22.012 22.7425 21.0195 20.7934 20.7533 20.6257
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 4.8263866747680533 -0.17630926381181156 1.0000000180025095e-35 1.0000000180025095e-35 -0.0050352993931598944 -0.62658750036069699 2.1847129145757513 1.7621802667917166 -1.0282579537198486 -0.87246257202899724 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 -1.3649002260363143 -0.84635152736077035 1.6307671772553987 0.87502240502720785 -1.3274107148674466 -0.53268848306471728 -0.88459116152366701 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 6 19 5 -3 7 9 -5 11 -11 -2 -13 -1 -15 -12 -10 26 -19 20 -4 -22 23 -23 25 -21 -9 -6 -7 -8
right_child=1 4 3 8 27 28 29 17 16 10 15 12 -14 14 -16 -17 -18 18 -20 24 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.922465707802564e-05 -0.00016320923174703922 -7.0517545627980341e-05 -0.00017138620662385704 0.00043589908883672488 -2.5739651527751406e-05 -0.00022983682252282849 1.1476110546142029e-05 0.00020450823514638926 0.00012344133326787766 0.0011820120824964644 -0.00016773330737963134 -0.00012637142816946786 0.00011253564887730315 -7.2105715157130403e-05 0.00012320604075134427 0.0015447086176673104 -0.00048347323315112975 5.9582247761491255e-05 -4.6943711566725709e-05 8.3475188393632071e-05 0.00017281600486850911 0.0013078500356892495 -0.00022590696208126801 -0.00047013740190850455 -0.00020922741078591056 -9.688832486854542e-05 -0.00020765439205991011 -0.00010555255568314432 0.00053392567087657964 -5.5806210770933781e-05
leaf_count=10316 32143 4821 6553 1153 29774 198 74005 733 6164 102 239 5376 3479 3120 16123 28 278 13657 26285 18137 2409 77 1585 62 1716 4012 5248 63956 1186 28996
internal_value=0 -0.0300416 -0.0171766 0.0311076 -0.068663 0.0771741 -0.0289455 -0.0611731 0.15101 -0.115882 0.405792 -0.124161 -0.0256365 0.0484527 0.0922711 0.064639 0.101247 -0.0284712 -0.0108781 0.00271397 -0.0822188 0.0459917 -0.153147 0.683784 0.0371714 0.0542649 -0.159541 -0.0803109 0.450102 -0.00724841
internal_count=361931 332372 232437 42146 99935 6205 190291 87290 7595 41367 369 40998 8855 29559 19243 267 6442 45923 39942 34551 10686 4133 1724 139 23865 22149 5981 93730 1384 103001
shrinkage=0.000980392


Tree=2544
num_leaves=31
num_cat=0
split_feature=184 815 1154 846 285 1046 760 5 1097 217 518 1137 8 632 185 763 208 572 741 1013 74 1387 87 903 1251 701 1383 699 703 1311
split_gain=19.3432 22.5112 28.6703 23.546 22.0843 21.2887 20.7166 20.8668 22.3154 28.9994 21.5064 21.985 22.0092 20.9803 24.6692 23.4763 23.4859 20.597 22.9447 19.7764 26.3692 21.3774 19.521 19.4652 19.6628 19.165 18.9991 18.9533 20.0887 22.0093
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.29736867676700723 0.6346360585194416 -1.5929647150348487 2.181063439396091 0.9154798381899224 1.0000000180025095e-35 -1.3648263585627192 1.0000000180025095e-35 0.61551843403469542 -0.25241241662513975 -1.1226924480788913 0.45051850460492232 1.6536800062900048 1.0208234912276513 -0.79485250657470208 2.8718069931529517 1.4812727367704444 0.51108553392409484 1.2458007662635453 -0.61547078173284298 -1.0860119795468923 -1.0177002557934112 0.88999445861127724 2.2569541400050794 1.4268033224902419 1.3280596463969978 2.840219774690576
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 17 22 7 13 9 -9 11 -10 -13 19 -15 26 -17 18 -2 -3 21 -21 -4 -12 -25 -7 -16 28 29 -5
right_child=1 3 5 27 -6 25 -8 8 10 -11 23 12 -14 14 15 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.2090034706271661e-05 0.0042477124374474054 -0.0054594295266661569 0.00061778443459731486 -0.0051600385926017572 -0.014904280157662861 0.00055792279872345671 -0.012196791340588445 0.040246997200979913 -0.015043642901369225 -0.015929423595364752 -0.040819351549171795 0.030041661349798632 -0.013090322681269487 0.0015150086000162762 0.0058640834872665422 0.035679306522128855 -0.03394060143653551 -0.0071326229309289745 0.19094883253267544 -0.0056150647504412746 0.089429143368021879 0.1025742025121355 -0.024357031826057137 -0.022638541717941552 0.013351665157355589 -0.0070410784435416237 0.044915165749749172 -0.018772361057393449 0.010526900448885582 0.035753515737445049
leaf_count=225587 3413 7084 880 14392 8421 26702 1953 131 1537 2816 103 286 268 29082 6883 560 83 18714 26 232 59 29 1538 200 1686 5943 141 1586 1411 185
internal_value=0 -0.0351129 -0.0729914 -0.00845763 -0.147234 -0.0310579 0.0142358 0.0221226 -0.0923312 -0.263254 0.00285402 -0.158957 0.205486 0.0405891 0.0609004 0.171584 0.572947 -0.103192 0.099679 -0.0809152 0.493566 0.137041 -0.280765 0.153717 0.197727 -0.0165714 0.134506 -0.0877423 -0.0651211 -0.0921127
internal_count=361931 136344 65637 70707 30574 35063 53133 51180 7027 2947 4080 2091 554 44153 36749 7667 643 22153 3439 7404 320 261 2418 1989 1886 32645 7024 17574 15988 14577
shrinkage=0.05


Tree=2545
num_leaves=31
num_cat=0
split_feature=545 785 497 974 280 652 566 560 67 423 270 661 430 350 1354 960 357 1124 889 1116 1305 917 1109 140 291 137 641 135 1385 1097
split_gain=36.6905 34.8915 31.5921 31.4739 29.402 25.5633 31.3058 28.8825 26.1091 26.8301 24.3737 25.6262 24.1653 26.2865 23.6218 23.4888 33.6479 28.5484 25.9898 23.3607 23.2608 23.0319 23.2405 23.5507 27.598 23.0162 22.9169 22.8164 26.3743 22.7698
threshold=-1.0372938969678034 -0.86283290253235112 2.0895063784560848 0.33732592140660006 1.4789100365283692 -0.55024281929118113 2.1710320005650359 1.6983197621915436 1.0000000180025095e-35 0.21380717627196211 1.0000000180025095e-35 1.0000000180025095e-35 -1.9797277785548 0.55999608106722787 2.2838735449754539 -0.64257916016084482 -0.96800988805196375 -0.79500824118157831 1.0000000180025095e-35 -1.0742231468132484 -0.66537623572488702 -0.93393648236517446 -1.421485432159393 -0.84835536913869791 -1.9208406530923148 -1.1345692914268277 3.2700127965381456 -0.72103600731284334 -1.3924688965875684 -1.2571877020351898
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 29 4 -4 5 7 8 15 9 14 19 -12 20 25 21 17 -17 -3 -19 -10 -6 -7 23 24 -23 -14 -24 -18 -29 -2
right_child=1 2 3 -5 12 6 -8 -9 10 -11 11 -13 13 -15 -16 16 27 18 -20 -21 -22 22 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.7843885610049075e-05 -0.00013301759622855354 0.00012084674464025788 0.00015689347784875375 -7.4297814453424106e-05 -0.00053487603404852018 0.00010672667648341889 0.00011959889385831019 -0.00015810913794159784 -0.00029804006523900112 -0.00013591541781511062 6.0105104622029334e-06 0.00023495801252997969 6.9698081575519298e-05 3.0366291668142008e-05 -0.00029146381903338722 -0.00018409040046881282 -2.0786835229615475e-05 -9.8112618852476586e-05 4.0627201448612629e-05 -1.998904421859974e-05 0.0014577295556365238 0.0024621239375576163 -5.1253263656904257e-05 -0.00055552572429677356 -5.1103598549087439e-05 -0.00022348719186768122 0.00025010283079937546 -0.00034413676455012393 0.00011768555321191604 8.123086815042879e-05
leaf_count=94059 2486 5781 7654 3470 56 5319 4971 4217 1816 25364 5541 3334 1722 4158 2767 2943 8990 18460 10392 34708 82 33 50716 1172 547 11175 1402 654 24093 23849
internal_value=0 -0.0118991 -0.0207459 0.0858698 -0.0269982 -0.0201915 -0.0391355 0.0120773 -0.0465094 -0.0719829 -0.00583039 0.0918287 -0.123486 -0.132006 -0.0460016 0.0228484 0.0604235 -0.020074 -0.0493713 -0.0315541 0.838015 -0.0375695 -0.052152 -0.35274 0.0865366 -0.187164 -0.0442699 0.0778812 0.10962 0.0624724
internal_count=361931 267872 241537 11124 230413 213220 137690 75530 132719 87320 45399 8875 17193 17055 61956 71313 36680 34633 28852 36524 138 59189 53870 1752 580 12897 52118 33737 24747 26335
shrinkage=0.000980392


Tree=2546
num_leaves=31
num_cat=0
split_feature=545 1430 1436 953 890 789 65 928 858 1442 727 896 834 1450 1468 1458 18 1392 840 705 1168 747 497 0 569 424 116 282 816 1312
split_gain=32.8163 31.4556 64.731 33.1233 30.5927 29.8606 28.3456 32.2807 27.6142 27.2032 26.8175 34.4157 25.8325 24.0551 26.157 27.0213 24.6172 24.1877 23.0893 22.8214 25.8205 25.2288 24.8357 22.5191 22.322 22.2491 22.2349 24.4344 22.8298 21.8143
threshold=-1.0372938969678034 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0182342416987082 1.1248358748350926 -0.39289434837986426 -0.52992354128753727 1.0825608069246189 1.0000000180025095e-35 1.0000000180025095e-35 0.73822046824604237 0.62756696423693648 -0.11632043066123597 1.0592654801822678 0.084403803362298288 -0.20448217524827203 -0.62381396197040939 0.38745140584575827 0.67165941385979033 -0.28919238636343836 2.9062597313169154 0.28563760518921583 0.20126615107499343 2.4608877605739004 0.58503454663482024 2.2593915598118266 0.033471655776579394 5.4525537492333047 -0.16265309501769942
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 -4 6 7 8 10 -5 -3 -12 -8 26 15 16 23 -17 -10 -6 21 22 -21 -15 29 -26 28 -28 -2 -9
right_child=1 5 4 9 19 -7 12 24 18 -11 11 -13 -14 14 -16 17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-6.5581199721036998e-05 -0.00022062868754004047 4.3257429409245245e-05 -0.00012346136732747587 -0.00019803096213006694 -1.3943774114165e-05 -7.8405953979790907e-05 5.7337588947839538e-06 4.3276504612986843e-05 -0.00021238366585985758 3.4750672343484162e-05 0.00022370817473176913 -0.00016264937473665385 -0.00011235939352107189 -0.00013855106665663697 -0.00033446449201370585 -0.0002280167206989294 -0.00025342916497624675 0.0001890372801412209 0.00019962020846184313 7.4066087200877736e-05 -2.8251914145474956e-05 -0.00026037640600689763 0.0002597153068349054 0.00018391751721919271 0.00025060686314726775 0.0014021053752599788 0.00039847045768924891 -0.00044246974903411508 0.00082520915715844037 -4.8511568993021783e-05
leaf_count=94059 25366 8930 10732 4044 36734 16001 39810 29600 1905 9972 11378 1105 12206 3474 2236 1235 5205 3786 786 7911 7286 666 4852 2293 510 72 763 355 85 18574
internal_value=0 -0.0126758 -0.0403192 -0.1063 0.00201737 0.00878573 0.020057 0.0460059 0.1084 -0.0164669 0.133732 0.195187 -0.0211884 -0.147009 -0.0758762 -0.0393154 -0.117464 0.106561 -0.0901262 0.0189563 0.0741357 0.127716 0.148553 -0.00437284 0.0141814 0.430051 -0.201266 0.160275 -0.218659 0.00919557
internal_count=361931 267872 126995 58814 68181 140877 124876 72860 24104 14016 21413 12483 52016 44798 18229 15993 10972 5021 2691 57449 20715 13429 12763 5767 48756 582 26569 1118 25451 48174
shrinkage=0.000980392


Tree=2547
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 885 647 590 727 544 1038 746 795 981 490 829 1047 491 1002 846 350 306 139 641 1109 912 209 1292 1367
split_gain=47.7835 36.4549 31.1681 34.2015 30.3684 34.1123 27.4472 26.4347 60.9037 26.1304 25.959 24.0801 24.0462 23.0079 30.0475 25.9573 23.5312 23.4284 25.3223 22.7176 22.5402 22.3857 25.0596 22.8697 22.7387 22.124 21.9903 21.8823 21.8046 28.3416
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 4.8263866747680533 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 1.0000000180025095e-35 -0.17630926381181156 1.0000000180025095e-35 1.0000000180025095e-35 1.7060327193526743 0.71694933854781451 2.7401532689904644 -0.34654259480853461 1.2715548986558056 0.69854289147193727 -0.53268848306471728 -0.57303265440660456 1.0000000180025095e-35 0.3449423063268105 -0.16610018842257618 -1.3649002260363143 -0.84635152736077035 0.23696906566319156 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 21 5 6 12 8 -3 -5 28 -8 -2 15 -15 -6 -17 -16 -19 -11 -9 22 -4 -23 -24 26 -26 -21 29 -1
right_child=1 7 3 9 13 -7 11 20 -10 19 -12 -13 -14 14 17 16 -18 18 -20 27 -22 23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.0226948870240992e-05 -0.00017547441557536607 -7.6570942627256396e-05 -0.00017600044128371616 -0.00011912675102942971 2.7104088848238611e-05 -3.2236356249993035e-05 0.0012094386280725687 -3.3622010081343838e-05 0.00042755214040441725 0.0002600130627843822 -4.8228280273910613e-05 8.1229552259996432e-05 -2.6285362439621264e-05 -8.377337306472836e-05 -0.00013074016051089934 -6.4407514529476217e-05 -0.00081548590085536851 0.00042484142754018584 -0.00030142161045668749 -0.00040046101905165436 -0.00011638160648857736 7.0983699736252266e-05 0.00016880501164058512 -8.3797343204565784e-05 0.0012942561269500767 -0.00022889733467811851 -0.00047457864724439038 0.00021763642920518997 0.00016306016135862172 0.00012404820281039015
leaf_count=4800 33709 4821 6553 1294 58587 45923 102 29774 1384 5339 8361 267 7289 26904 757 15135 283 1115 220 480 63956 17883 2409 5982 77 1585 62 482 10329 6069
internal_value=0 -0.0364056 -0.0222954 0.030543 -0.0351615 -0.0700856 -0.131779 -0.0786475 0.0685635 0.157311 0.0548597 0.425759 -0.140584 -0.0115769 -0.0639237 0.00839471 -0.0762466 0.165757 0.31616 0.211785 -0.090373 0.000491284 -0.0866478 0.0358896 0.0420581 -0.15681 0.673506 -0.0836514 0.0942686 0.0283604
internal_count=361931 332372 232437 42146 190291 87290 41367 99935 6205 7595 29559 369 40998 103001 28996 74005 15418 2092 1335 6301 93730 34551 10686 23865 4133 1724 139 962 21198 10869
shrinkage=0.000980392


Tree=2548
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 647 590 859 885 1038 727 846 1453 982 913 85 677 521 146 138 18 73 912 783 632 1087 18 65 621
split_gain=35.2152 30.6276 27.4203 32.0355 25.7246 26.6537 25.3287 62.2102 25.2723 24.2477 23.7216 22.7876 21.7482 21.5531 21.5152 20.9372 20.9747 20.9267 23.8193 20.8102 30.9553 23.5103 20.7573 25.8005 23.6118 22.1889 22.1865 21.852 21.6746 21.2272
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 4.8263866747680533 -0.17630926381181156 1.0000000180025095e-35 -0.53268848306471728 2.1847129145757513 1.7621802667917166 -1.0282579537198486 -1.3274107148674466 1.0000000180025095e-35 1.0000000180025095e-35 2.2368666814773395 -0.98223957276639073 0.96372854793908636 0.92727673172575076 1.6442246313874156 1.0000000180025095e-35 -0.8759528342717533 4.1936450872564981 -0.97694724628095508 0.48381857508364595 1.8391229387079961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 -4 5 9 7 -3 -5 17 -11 -1 -8 -12 -10 16 -7 -2 -19 -14 21 -21 24 27 -17 -26 -27 -24 -25 -29
right_child=1 6 3 8 -6 15 12 -9 14 10 13 -13 19 -15 -16 22 -18 18 -20 20 -22 -23 23 28 25 26 -28 29 -30 -31
leaf_value=-1.9349210299133001e-05 -0.00016302758095308739 -7.2594636648942078e-05 2.5182753621510754e-06 0.00044065105500949882 -8.1613130701428592e-06 0.00020396592089425513 -2.5535513044169108e-05 0.00043778972608059659 0.00012677066982918749 0.0011887114025065479 -0.00016606886300064334 9.9483095687386965e-05 -0.00011593581771282915 0.001547145599231174 -0.00048090632717427478 6.8055282481467496e-05 -0.00020745321699769146 -0.00013183949188008351 0.00010762567022898951 0.00053979465344848273 -1.359448253671423e-05 0.0024604291945570685 0.00042555894545239756 0.00075986088400555431 0.00013990768140021673 -8.1775385398091311e-05 0.0016214448927266271 -0.00023193637608768627 -0.00043686221751819681 0.00043923468546811032
leaf_count=12551 32143 4821 34551 1153 103001 733 29774 1384 6164 102 239 17008 62243 28 278 15948 5248 5376 3479 292 1388 33 301 231 2759 14607 35 5677 119 265
internal_value=0 -0.0309034 -0.0179511 0.0316998 -0.0300532 -0.0623205 -0.0697691 0.0746129 0.154666 -0.11727 0.408925 0.0477233 -0.0813045 0.06649 0.104617 -0.0294683 -0.159399 -0.125612 -0.0310087 -0.109252 0.137908 0.758426 -0.0120294 -0.134862 0.00871335 -0.0470942 -0.0792878 -0.172964 0.440456 -0.205574
internal_count=361931 332372 232437 42146 190291 87290 99935 6205 7595 41367 369 29559 93730 267 6442 45923 5981 40998 8855 63956 1713 325 39942 6593 33349 17401 14642 6243 350 5942
shrinkage=0.000980392


Tree=2549
num_leaves=31
num_cat=0
split_feature=800 1237 516 789 840 429 493 638 719 359 728 513 588 902 858 15 926 909 784 1320 763 996 1039 1252 1470 146 592 505 574 350
split_gain=19.971 26.6422 23.8443 27.4678 29.9246 27.0842 24.8551 24.1273 24.0013 23.9757 25.2161 38.1657 50.8397 32.4213 29.0772 29.9606 28.6 28.1883 27.3406 27.2569 27.1164 25.9026 25.3638 25.6025 25.0923 24.748 24.6642 28.8194 37.7484 26.1108
threshold=-0.57812715656594349 1.4298092310842805 1.0000000180025095e-35 1.1248358748350926 2.6367356733857314 1.3716071297642392 0.54766176810158995 0.44397082077537198 -1.5042199147372537 2.245824749166097 -1.3163276726681863 1.0454229551509682 2.250834115212506 -0.91697708421806057 1.0825608069246189 -0.14791222955529656 0.87156076383787762 1.8548472908116371 -0.90362276233551631 -0.34591066486226635 2.1520364978346938 1.0565563832172893 0.82703076449389823 1.753951882245375 -1.3664195657027294 1.7233471798048166 -0.59494694347224619 0.62503261066003934 -0.71454879228704005 -0.39687270966862359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 9 6 -2 8 -8 10 16 13 14 -12 15 -13 17 -4 19 -16 21 -17 25 -24 -11 -18 27 -15 -29 -30
right_child=2 -3 3 -5 -6 -7 7 -9 -10 24 11 12 -14 26 18 20 22 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0017504187920964244 -0.0046515463021697713 -0.0057058725400800474 -0.00029938652489047419 -0.0037157826170799478 0.010684217384384551 0.0031252770371042859 0.020917941864402594 -0.005784767308995499 0.00018068053332569514 -0.061703805342847674 -0.0084032039241978915 -0.0021001368684273785 0.018834254674999083 0.00015627914179779846 -0.01589608927401721 0.0073254425405471744 0.0091295456391093325 0.01629825891276045 -0.01703348994703224 0.024143524970498018 0.030061330835043684 -0.0086504354180320618 0.023324646376449463 0.11193742656643185 0.0083020756057665731 -0.02699972978248847 -0.002203426716888768 -0.00091341414200781087 -0.0013852910727716306 0.032000372055680716
leaf_count=64302 61504 8131 15338 23724 3262 10897 588 14128 35252 60 12524 8580 1961 9386 343 8634 3655 1199 1779 434 520 1283 918 42 4685 235 65608 1443 382 1134
internal_value=0 0.0213683 -0.0207017 -0.00380969 0.00835483 -0.0478854 -0.0602137 -0.0179063 0.0136438 0.00301904 -0.00314211 -0.017423 0.0573379 -0.0415363 0.0265043 0.0550963 0.06598 0.0215697 -0.18948 0.139046 0.129303 0.104923 0.213212 0.548632 0.149194 0.138609 -0.0255292 0.0680922 0.256954 0.485101
internal_count=361931 72433 289498 167129 143405 122369 111472 49968 35840 140143 135398 114011 23534 90477 21573 19017 21387 16537 2556 777 10437 9917 4850 960 4745 3890 77953 12345 2959 1516
shrinkage=0.05


Tree=2550
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 885 754 1190 497 1122 907 289 21 858 1247 72 208 885 1326 746 1461 1442 1360 800 1041 900 69 144 1121 737 1014 138
split_gain=19.3527 39.0399 32.1123 21.363 29.8622 35.7184 23.2119 27.5908 22.6421 22.1244 21.5611 20.6922 22.3666 26.5784 25.042 22.8454 23.1541 21.512 21.3768 20.4035 20.2742 20.1219 22.56 22.727 20.3273 21.4845 20.2048 19.7626 26.4455 20.4977
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0000000180025095e-35 1.886922535162846 -0.89696091536127709 -0.43749921581203977 0.93587738043522084 -0.90487801060676298 -0.041110604996290066 -2.7818205974049124 1.0825608069246189 -0.57248563240332773 2.1671517343000279 1.6936606096168154 4.8263866747680533 0.63041704858725878 1.0000000180025095e-35 3.8316248741925851 0.2363784148266897 1.1324559382631265 -0.57812715656594349 -1.1486479033456003 1.2044253514846195 -0.30122055462773989 -0.054520337147318083 0.17410938131749329 1.0000000180025095e-35 1.9117660652834578 -0.73249580233880873
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 6 -6 7 20 -8 -7 -3 12 13 -4 -15 17 -17 18 -14 -19 -5 22 -2 24 25 -24 -27 28 29 -23
right_child=21 3 11 4 5 9 8 -9 -10 -11 -12 -13 15 14 -16 16 -18 19 -20 -21 -22 27 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0043971231283712487 -0.008189643992037322 0.041045541259027749 -0.012082031325029538 0.00092573649226851721 0.013984114012035448 -0.035717395832449067 0.0099670788798789448 -0.017045503960297609 0.0021954814206517665 -0.0083221644588727314 -0.0025567996579862057 0.0016840516027208669 -0.0076216041377992474 0.013592764024013252 0.15091179780278235 0.082136661198692104 0.0091941559524339675 -0.0083963024121676399 0.018696509616035514 0.0014521697145884564 -0.01427521526517172 -0.00481108143572531 0.0022731848319645755 0.010103838249728166 0.0042964030724869425 -0.012747872654481336 0.0017575219112853134 0.00078453545322743404 -0.011452697600199327 -0.00023827005480119438
leaf_count=4504 2578 131 15462 13737 599 1020 5029 1740 26903 1112 37685 5888 33254 410 25 57 213 5212 458 9205 1462 17462 7441 4624 18123 3101 1945 83810 4068 54673
internal_value=0 -0.0313695 -0.0797225 -0.00186818 0.0258095 -0.24396 0.0362914 -0.0334881 0.069014 -0.416654 -0.0472778 -0.0981908 -0.114988 -0.217435 0.43033 -0.08864 0.516381 -0.0943689 -0.141756 -0.0248408 -0.0058328 0.00333149 0.048538 0.0620577 0.0400889 -0.0293476 -0.142432 -0.00810012 -0.0348291 -0.0255256
internal_count=361931 164106 74688 89418 51602 2731 48871 16939 31932 2132 37816 70184 64296 15897 435 48399 270 48129 33712 14417 15199 197825 37812 35234 30610 12487 5046 160013 76203 72135
shrinkage=0.05


Tree=2551
num_leaves=31
num_cat=0
split_feature=785 728 1431 666 728 647 590 1467 519 690 714 791 803 861 768 650 993 212 862 908 981 376 583 639 645 923 220 773 1315 831
split_gain=48.3936 33.5864 31.2019 26.9955 26.6256 26.559 67.3567 26.1079 25.7129 34.5631 31.4253 44.7441 55.1756 46.1616 38.1128 38.2068 34.0078 32.6993 30.4876 32.6032 29.0918 28.1398 28.0073 28.0875 27.2916 26.4304 26.1198 25.273 24.6194 24.3142
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 2.2575337098986954 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 3.2089320700182484 2.1420547332082829 -0.55036963499547997 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.4582606246804526 2.1314615550283826 -0.89727091510114898 -0.55971853496820956 1.0000000180025095e-35 0.73554732968959546 1.4128277581048356 1.2189113891555967 -0.55326332990463356 0.11942102837874842 1.0999280683389623 -0.86449023226567734 -1.188970017226507 1.5428604681247957 0.01619147629326257 1.7961697169243773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 6 -3 8 10 -10 14 12 16 25 15 22 18 -15 -12 -20 -18 -11 -2 26 -16 -13 -24 -22 -29 -19
right_child=1 5 -4 -5 -6 -7 -8 -9 9 21 11 13 -14 17 24 -17 20 29 19 -21 27 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00013137277852421139 0.00010969908141010673 -7.9074809445680387e-05 -8.6939869310626605e-05 0.00011441250568924841 7.8638411612157893e-05 -8.4301275890748443e-05 0.00045187802982382078 0.00016866786381801235 -0.0001105928753911495 7.8722130914923483e-05 -0.00010717573418626468 -0.00040875691593454639 0.00013565166873728138 -5.5178218163696749e-05 -0.00023074356971954825 0.00033462081150842734 -0.00011772934058817735 0.00010391873329109785 6.1845023543778487e-05 0.00049438457797713561 -4.170904223749689e-05 0.0003698358075317865 -0.00017558593060469191 -0.00013590647789225708 0.00019664467366706863 -5.0376113369783938e-05 6.1775786221775818e-05 8.4438451767087017e-05 0.00065882445568622196 0.00039125083410559866
leaf_count=3396 12561 4821 35150 6806 26163 93730 1384 3103 3492 8144 3821 1221 5033 6390 4704 1967 66514 14256 3337 1032 8119 1604 3024 7380 827 15832 15390 1014 417 1299
internal_value=0 -0.0335839 -0.0200383 -0.0101079 0.0583172 -0.0742046 0.0734618 -0.0154313 -0.0190599 0.0674261 -0.0269564 -0.0452377 -0.0729861 0.0186493 0.0228688 0.0453118 -0.0878218 0.0818311 0.0527987 0.173584 -0.10253 0.128306 0.0296678 -0.0137965 -0.16051 -0.0769443 0.0300931 0.00880441 0.251582 0.133283
internal_count=361931 332372 232437 197287 29559 99935 6205 190481 187378 13240 174138 128285 89287 38998 45853 40322 84254 21945 8190 4369 76064 9748 38355 25794 5531 17053 18414 9550 1431 15555
shrinkage=0.000980392


Tree=2552
num_leaves=31
num_cat=0
split_feature=50 56 651 1470 891 743 355 973 1319 1176 1358 729 333 841 151 898 852 1323 708 1382 1467 785 708 1062 418 519 927 714 930 620
split_gain=19.355 36.9059 21.2333 20.3376 20.3757 20.6277 26.8383 23.644 23.3661 21.932 19.9619 19.4578 20.839 20.9473 22.78 20.1633 19.3692 22.7471 27.5665 23.6158 21.9715 22.3476 20.1178 20.0336 21.5756 19.9886 25.2312 22.247 32.6936 27.6101
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 -1.2126727935954851 -0.33672929813836994 1.0000000180025095e-35 -0.36060649795164312 -0.88984318805429008 -1.8417687628076898 -0.33470411032149744 0.48172645892998917 0.75637635299260908 1.0308016862606064 1.0950124441464968 1.3534080646825177 2.3344735647679373 1.0747610123934368 -0.45955961557890618 0.47843709717639576 -0.35085301275685038 2.6212945108504591 -0.86283290253235112 0.33831675031539876 -0.46130952757470473 -0.28183217033262992 2.1420547332082829 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 0.88084169889549835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 10 9 -8 -7 -1 16 13 15 -15 -13 20 -18 19 -19 21 22 -2 -20 -25 27 -27 29 -29 -23
right_child=11 -3 -4 -5 -6 7 8 -9 -10 -11 -12 12 -14 14 -16 -17 17 18 23 -21 -22 25 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00013479088453980572 0.0084559854684794333 -0.00019473836866892464 0.0022864249104714196 -0.0059805603006512246 0.0090905739718409265 0.037471729249182587 0.07695603717945107 -0.024472087847032045 -0.012860678775157987 -0.015775227154284734 0.026398054096275572 -0.00091418456516188622 0.0076042150459881526 -0.0056537154856013848 -0.026148513219119842 -0.01644521889032699 -0.00054282753251177454 0.0010025295780535517 -0.017550959872533922 0.013638752708920471 0.0089093748542709485 0.0035762024488374192 -0.0054018837855440392 0.015609334844155019 -0.0060192944249960814 0.0076028808329885664 -0.0095114284083909397 -0.0048110410590416208 8.1049182851822326e-06 -0.0065368797038495106
leaf_count=841 6706 90457 6387 60378 2695 184 42 1228 1477 236 624 49912 2673 6946 922 1580 7672 2262 746 5633 3145 21059 1628 824 1226 5905 1051 29085 44329 4078
internal_value=0 -0.031345 -0.081202 -0.0986724 0.0167267 -0.078756 0.0335165 -0.303097 -0.204396 0.161413 0.240195 0.00344048 -0.0326611 -0.0430856 -0.160942 -0.025733 0.0171491 0.0806678 0.14116 0.202736 0.00644801 0.00120203 0.113823 -0.0398225 0.0626941 -0.0071832 0.0989368 -0.0157354 -0.0351043 0.0406181
internal_count=361931 164549 74092 67705 7327 4632 2984 1648 1519 420 1465 197382 62033 59360 7868 51492 135349 18363 10691 7895 116986 113841 8334 2796 2050 105507 6956 98551 73414 25137
shrinkage=0.05


Tree=2553
num_leaves=31
num_cat=0
split_feature=181 1169 795 549 422 66 1246 691 914 204 1258 1184 215 706 464 125 119 345 1469 705 139 1313 486 144 976 1131 701 1036 1183 1323
split_gain=19.0808 18.8021 25.9445 28.1705 24.7782 23.9823 24.0817 23.0483 22.7842 24.2096 24.551 22.9251 23.6234 22.5068 23.6038 22.2643 31.3482 35.5603 25.9795 23.9587 21.3822 20.5457 20.1267 23.6138 22.0282 26.3647 21.0391 20.0909 23.4594 20.081
threshold=1.0000000180025095e-35 1.0643747975631468 -0.29258408639884992 -1.3900695809707992 -1.3114345777433547 -1.3866181155205168 1.4466919672721879 1.1646611240885265 2.0544684678905809 0.2912232527955943 -1.1469751933892245 -0.028185137986018526 1.8108277136101367 1.8228602389021764 0.66699641782368668 1.0000000180025095e-35 1.0000000180025095e-35 3.2565327674731033 -0.98013275004230149 0.99715813669032338 2.4751894805517849 -0.49479610409619185 0.85136579818141556 -0.84238125093470362 -0.10259775277335058 0.40373247412341706 0.01082185189453441 -0.84085788861908406 -1.6690097431360071 -0.52255109529186206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 27 -6 15 -8 -3 10 11 12 -10 14 -12 16 17 -7 -18 21 -4 -17 23 -21 25 -25 -24 28 -5 -28
right_child=-2 8 20 4 5 6 7 -9 9 -11 13 -13 -14 -15 -16 19 18 -19 -20 22 -22 -23 26 24 -26 -27 29 -29 -30 -31
leaf_value=-0.0035888295682899871 -0.002373968871775281 -0.0027733668172565396 -0.00066815935239156166 0.11036672148368112 -0.0031032294046385825 -0.0033181838310110063 -0.0015071266888315533 -0.025066642728513378 0.063323258788465828 -0.0039426239683802667 0.0043821986254806962 -0.0082336415185034467 -0.064180770521718153 -0.044175557314050561 0.039686672776045373 -0.00073389830056340552 0.012917494145823558 0.13669406396799619 0.0022448118408394373 0.030924737250518787 -0.016556970352686554 0.005516111385306696 0.012262198322311941 0.011917266197459609 0.019406073480589977 -0.0075508638787186964 -0.045942033864547795 -0.011027746675078149 0.0046888514030661282 -0.0035580071355275338
leaf_count=14562 75166 58036 118045 25 9010 14204 4551 643 358 1921 1662 134 24 150 302 7893 2999 21 14078 714 1201 24628 613 2536 2102 1219 184 3516 975 459
internal_value=0 -0.00246147 0.00612368 0.0318967 0.0448702 0.0524935 0.0642306 -0.0837207 -0.0423705 0.136699 0.306329 0.801134 1.10191 0.172418 0.245512 0.0742912 0.0277043 -0.061084 0.0854284 0.105839 -0.0161664 0.0810696 0.21293 0.260559 0.21424 0.113784 -0.0361319 -0.129739 0.154357 -0.310655
internal_count=361931 286765 224178 104932 90370 85854 76844 5194 62587 4551 2630 516 382 2114 1964 71650 31302 14225 17077 40348 119246 32521 7827 6571 5857 3755 1256 4516 1000 643
shrinkage=0.05


Tree=2554
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 647 590 727 1015 221 1055 630 990 570 15 1145 1444 636 50 840 544 1393 350 306 641 139 1047 1109 912
split_gain=45.5293 34.1328 31.7716 32.2212 29.5832 33.0963 28.5149 67.6818 26.0116 24.266 25.7352 23.6354 27.505 23.1897 22.9645 23.9689 25.9298 24.6952 23.6838 23.7387 23.1926 22.6614 22.6339 21.9863 24.7711 22.7691 22.587 21.9341 21.837 22.0233
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 1.2191568012335126 -1.1987563122234735 -0.050951592202695524 -1.014379249180515 1.09266583130301 -0.48460852809644533 1.9016026118134437 1.0000000180025095e-35 1.0000000180025095e-35 2.4129057422810987 1.4829784501753427 2.2007510576511109 1.0000000180025095e-35 1.0000664701127471 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 0.3449423063268105 -1.0794544675301283 -1.3649002260363143 -0.84635152736077035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 4 23 5 9 7 -3 -5 10 -2 12 -12 -10 15 16 17 20 19 -16 -8 -1 -18 24 -4 -26 -25 -21 29 -27
right_child=1 6 3 8 -6 -7 14 -9 13 -11 11 -13 -14 -15 18 -17 22 -19 -20 27 -22 -23 -24 26 25 28 -28 -29 -30 -31
leaf_value=9.1157739929302706e-05 -0.00041349948992046157 -7.4081865804129885e-05 -0.00017072353752058787 -0.0001189154383926941 -8.9820830881817796e-06 -2.9716782331756321e-05 2.1116222405764896e-05 0.00045811951367704127 0.00013889618880429881 -0.0003272149067229247 0.00019108896612702624 -0.0001822909317791055 -7.5163351931748662e-05 0.00043405957112883773 -0.00013752376812385962 0.00027358540041087022 -9.7343309005427806e-05 -0.00017824612280820578 0.00034922165525494951 0.00057446186400555933 0.00042811334813312561 -4.0413917564082942e-05 -0.00040955850367657459 7.4596880574127425e-05 0.00017312131724926978 0.0012927931610915795 -7.9316412442219481e-05 -1.2924549642856936e-05 -0.00022467406366597479 -0.00047589953707063374
leaf_count=21198 2819 4821 6553 1294 103001 45923 15268 1384 4808 5431 2558 12664 17895 1493 55011 1266 10023 4263 602 379 691 8361 1859 17883 2409 77 5982 4368 1585 62
internal_value=0 -0.0331104 -0.0194538 0.0339118 -0.0324543 -0.0669445 -0.074031 0.0790011 0.15694 -0.127807 -0.106682 -0.0905365 -0.0390513 0.211278 -0.0862229 -0.0335929 -0.0482557 0.0028932 -0.117047 -0.122653 0.0431542 0.0560943 -0.149762 0.00471707 -0.0817135 0.0463153 0.0398026 0.0300437 -0.152837 0.67146
internal_count=361931 332372 232437 42146 190291 87290 99935 6205 7595 41367 35936 33117 20453 6301 93730 33370 32104 20222 60360 59758 15959 29559 11882 34551 10686 4133 23865 4747 1724 139
shrinkage=0.000980392


Tree=2555
num_leaves=31
num_cat=0
split_feature=888 623 51 1423 1457 1454 1457 1457 1458 1459 1469 1451 1449 1450 130 1464 1464 1464 1449 54 1458 209 1454 1457 1450 1373 1469 359 1465 1451
split_gain=18.947 19.8766 20.2335 19.7386 24.4475 33.6892 46.1423 58.6156 44.6658 39.5783 32.7452 35.8534 31.1368 28.7237 27.5083 26.207 26.288 33.417 25.7321 28.5221 33.4128 26.0138 25.4471 70.9619 67.1977 54.9315 34.8655 27.3735 25.3003 25.0893
threshold=1.0000000180025095e-35 2.4730844549491207 1.8613588887694643 1.0000000180025095e-35 -0.17133938114537597 -0.71584950188157126 0.041329821661130785 0.22063977688400369 -0.57564690069438296 1.3671217988033699 2.6156269077848826 -0.43923028595281588 1.8300156781960906 -0.39758128933793474 1.0000000180025095e-35 -0.065515111140320159 -0.27515551436605507 -0.40053769551655344 0.21031501113833881 -0.42445565733332025 -0.16228075742991607 0.82075102177893722 -0.94795818613911831 -0.23346517320048474 -0.50472565934813518 -0.95775103874899059 2.6156269077848826 -1.1193158664806313 -0.25365671959130376 -0.32912190003846087
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 22 6 8 -8 13 10 11 12 15 -6 -15 16 17 -9 19 20 21 -10 23 24 -1 -26 -24 -27 -12 -7
right_child=-2 -3 -4 -5 5 29 7 9 18 -11 28 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 26 -25 25 27 -28 -29 -30 -31
leaf_value=-0.014081145503547575 -0.0030224001234708908 0.0056792250227565835 -0.0051809249983435605 -0.0022230888313475058 0.039697541550679227 9.0869573855474899e-05 -0.021894104372284784 -0.0018123180792621483 0.023815277620860432 -0.062637802626697256 0.045083175198774104 -0.010389584339172893 -0.058548468477286342 -0.0056952293004442142 0.029675082031968805 0.02161770699166958 -0.03372463167816793 0.027944640326131649 -0.025234961562736021 -0.0088031381702288192 -0.0043269201353183283 0.08578186814981309 -0.00084822350773533029 0.062618717656126727 -0.016192782956520321 -0.027965928606252844 -0.018236864263516714 0.031965538409199412 -0.039843001853492287 0.003952945221239193
leaf_count=1660 46198 6772 14199 59342 603 35130 2903 3138 383 164 247 4987 119 636 436 874 334 596 599 1203 496 95 126111 227 603 127 1652 1257 56 50784
internal_value=0 -0.0042863 -0.00711818 -0.00351246 0.0050866 0.0306056 -0.0629015 -0.135136 0.13369 -0.0536558 -0.0360267 -0.0621193 0.076387 0.411028 0.19594 0.103791 0.0143027 0.068784 -0.0507697 0.0573398 0.345896 0.753914 -0.0155926 0.166712 0.0787913 0.349895 -0.0210473 0.557619 0.644111 0.0479797
internal_count=361931 315733 308961 294762 235420 103783 17869 13418 4451 10515 10351 10048 5061 1675 1072 4942 4068 3734 2776 2177 974 478 131637 3874 3647 1987 127763 1384 303 85914
shrinkage=0.05


Tree=2556
num_leaves=31
num_cat=0
split_feature=1431 612 241 700 570 89 890 498 1382 915 1273 12 1361 352 212 1463 1023 1315 1457 753 126 276 978 427 335 430 844 591 288 1390
split_gain=18.6612 20.3289 21.9235 20.8994 20.8464 24.1406 23.4542 22.7678 21.7982 23.7886 21.5396 20.7082 21.1963 20.4881 20.0058 19.9444 33.8497 42.0416 26.7296 19.8116 19.6783 19.6031 30.2155 19.1623 19.0729 19.753 18.8237 21.3056 20.6518 20.5513
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.55389783076229848 2.8118244698836383 0.091819972623059215 0.64386629851390342 -1.0182342416987082 0.5210019326496782 -0.20684471134198248 3.1058159374840648 1.2154469252466851 0.20983804828468786 1.0000000180025095e-35 -0.17002039476077785 -1.1821649746675214 3.5642877411819058 -0.92662490140568188 1.0780409060654674 1.9381496379694476 1.1884781314087161 0.70880289725806289 -0.12108252608388682 0.89173753473899697 -1.1874401769757126 1.8693870961107655 3.0692814014363488 -0.24490853645491625 -0.73065235057769284 -0.54334127001851162 0.95237431947124873
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 20 8 6 7 14 9 -4 24 12 -5 19 -6 -3 17 -17 -18 -13 -2 23 -23 -7 25 -8 27 -10 -29 -28
right_child=1 15 4 11 5 21 10 -9 26 -11 -12 13 -14 -15 -16 16 18 -19 -20 -21 -22 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.00014505416458541066 -0.006156166388466916 -0.0066943685410970014 -0.0011705289759810994 0.04809278926254662 0.032059793285127564 0.014431367857100622 0.0041990950058070449 -0.023269388945386035 0.013008041781527256 -0.03864902208302054 -0.008000353964710152 0.065408356355283526 -0.020551146991629344 -0.0077894217892550731 -0.0058495844172413783 0.065102679128824309 -0.031928361737099994 0.35105398997843978 0.064556294237725659 0.23713997012378951 0.0039295108306451141 0.0012794504160231605 -0.036162916648743625 -0.020919130820641122 -0.021088444431825532 0.059826418129071052 -0.0011017808878151303 -0.0030126666864557202 0.007157008640358376 0.010379313574094924
leaf_count=222373 23342 18115 33843 153 239 330 9750 1470 3816 331 2898 21 157 24 5195 53 169 22 52 20 3203 2794 374 2815 516 79 16139 4815 6544 2279
internal_value=0 -0.0322621 -0.0224736 -0.0874136 -0.00637861 -0.0658487 -0.0264205 -0.157435 0.0144752 -0.0287139 0.0261295 0.521842 0.229417 1.79659 -0.0816254 -0.121485 0.577346 2.25046 0.0731596 2.80895 -0.0956476 -0.206147 -0.0676481 -0.353988 0.0737229 0.0936023 0.0550302 0.115621 0.0639067 0.00662642
internal_count=361931 139558 121147 26920 94227 26460 20147 6904 67767 34174 13243 375 310 65 5434 18411 296 75 221 41 26545 6313 3168 3145 10345 9829 33593 15175 11359 18418
shrinkage=0.05


Tree=2557
num_leaves=31
num_cat=0
split_feature=425 488 629 771 635 706 763 1286 199 792 608 1154 984 1122 471 1400 1437 623 1089 671 142 1179 1242 281 1444 429 8 981 1240 971
split_gain=17.983 25.1152 21.5996 20.5906 22.8173 26.2822 27.6016 23.0095 27.1846 24.697 33.715 38.6352 26.544 25.6132 24.693 26.4643 25.119 23.9153 26.3666 27.3585 25.437 23.5526 23.4233 22.8434 22.3347 25.195 23.2458 27.6692 21.4852 23.3785
threshold=-1.0224422255483854 2.1713176776024068 -1.2792667452190245 2.4187440829971565 -1.1044794169860113 -0.1203199530927193 -0.12241756507978986 0.78161905918100072 1.7183685014587458 1.0000000180025095e-35 0.66665475971017707 1.0000000180025095e-35 0.82210659373771711 -0.59741463845892706 1.0000000180025095e-35 1.7035351953148503 2.1262197100885429 -0.90019392188297587 0.44837531086292992 2.6425086185778714 0.093087694967678575 -0.96091416046702149 1.9992501018049365 0.034767386951483466 0.61050815248025436 0.74409031220325084 -0.42603283940462816 1.904655435036694 1.8690860906689406 -0.34794912161079933
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7 9 14 10 11 12 21 -12 -9 16 24 20 19 -19 -11 -6 -14 -10 25 26 -16 -28 29 -20
right_child=3 2 -4 -5 7 6 -8 8 23 17 13 -13 22 -15 15 -17 -18 18 28 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0033442558064054884 1.7363630373422006e-05 0.027291633417375567 0.0023002678109931298 0.0046470846764048931 -0.012293875687624479 -0.0030023191355193885 -0.01512475683194074 -0.0004681521381463643 -0.017354591587530652 0.007935314691513564 0.01207707439852599 0.0019594040854225892 -0.01397737885621889 0.0026491473353335536 0.001153640933964572 0.019174295331727473 -0.010863147258097616 -0.0027912792327998599 0.004333956374295571 -0.01408308067073228 -0.0036697224301922358 -0.00096957558180808204 0.029275005428787911 0.002476923279985914 -0.006365628323688032 0.00032840453758271762 0.011531128814341294 -0.015172272087711337 0.0079992166154788814 -0.0027486984965127675
leaf_count=50214 12390 699 2008 10420 4075 7658 6780 19773 1832 7007 4412 39972 5813 13774 4459 1418 1218 80421 8358 2652 4643 27978 246 1320 2353 7122 10836 452 3587 18041
internal_value=0 -0.0533248 0.177031 -0.00286752 -0.00656384 -0.0803038 -0.163784 -0.0010366 0.0410628 -0.0115313 0.0168396 -0.00656765 -0.0680643 0.0983349 0.0535704 0.0935854 0.0783561 -0.0324132 -0.0419675 -0.0638062 0.0718271 -0.0420627 -0.242342 -0.168086 0.0932763 0.111952 0.159785 0.209245 0.0129196 -0.0104144
internal_count=361931 52921 2707 309010 298590 26828 14438 271762 50783 220979 96270 78084 38112 18186 47631 27858 26440 124709 113059 83073 11650 32053 6059 3152 25222 22869 15747 11288 29986 26399
shrinkage=0.05


Tree=2558
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 859 1022 1016 885 1038 728 570 15 1145 1318 1444 973 917 21 492 699 1449 984 1387 982 1453 771 346 1040
split_gain=34.4305 32.5827 25.5282 61.7738 24.8264 29.3838 25.1262 23.7562 24.7852 24.231 23.7247 22.885 21.4688 23.5465 23.0878 23.7839 23.5831 22.2747 25.5652 22.8994 22.0521 25.754 23.7899 22.2433 21.1656 21.1344 20.9008 20.8835 21.001 24.5015
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 -0.98545034728205338 1.0000000180025095e-35 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 -0.49008176997875957 -0.4998781572545779 1.9016026118134437 1.0000000180025095e-35 -0.37751581120742261 1.0000000180025095e-35 -0.089283776459394754 -0.68229739446570437 -0.70163543588998201 -0.23473716579358797 0.30113011682197 0.23597764718087469 2.0624490424554458 2.3851350518515075 1.7621802667917166 2.1847129145757513 1.5773296200199145 0.035432810015840331 -0.8740075305771694
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 3 -3 7 -6 -7 8 9 27 -11 -1 13 14 16 -16 -4 18 20 -19 21 23 -23 -14 -22 -8 -12 28 29 -2
right_child=1 2 12 -5 5 6 25 -9 -10 10 26 -13 17 -15 15 -17 -18 19 -20 -21 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012525417844216804 -0.00029567483358559237 -6.8815185773921702e-05 4.7540659195493088e-05 0.0004407008393425445 5.8810383960579473e-06 0.00043773532912367202 0.00012397101185580658 -3.9305800590776542e-06 -2.3818990099243773e-05 0.001194826174958635 -0.00015497846831606714 7.0113894581645873e-05 0.00039966635130903196 0.00028456820893325342 -0.00027549482577407199 -3.3764959063476474e-05 -0.00017330626228162927 -4.4722823714443574e-05 -9.8573451034921129e-05 -0.00020783534128258831 -0.00011285308925670805 -0.00030539325580596121 0.00038236393446714769 -0.00098098542295408753 0.0012611019430438027 -0.00047955954169831355 0.0015323168971495544 -0.00055431796864638763 -0.0001985034533616696 -3.7264027469710772e-05
leaf_count=3396 3757 4821 15399 1384 34551 1153 6164 103001 45923 102 239 26163 2022 1214 4778 6737 4109 9541 25434 19904 3163 894 382 86 67 278 28 854 14468 21919
internal_value=0 -0.0267669 -0.0669279 0.0783168 -0.0133789 0.033942 0.151926 -0.0249225 -0.0560134 -0.109197 0.416392 0.0510969 -0.0785288 -0.0260182 -0.0408864 -0.138746 0.00844617 -0.10767 -0.0633393 -0.163359 0.0734377 0.204254 -0.0713854 0.363732 -0.0834752 0.101946 0.0738976 -0.117597 -0.108965 -0.0665933
internal_count=361931 332372 99935 6205 232437 42146 7595 190291 87290 41367 369 29559 93730 32237 31023 11515 19508 61493 32048 29445 6614 3384 1276 2108 3230 6442 267 40998 40144 25676
shrinkage=0.000980392


Tree=2559
num_leaves=31
num_cat=0
split_feature=1426 1467 1466 1429 215 1286 122 682 1107 496 21 1453 1423 1463 1453 1466 1466 1467 1458 1451 1450 1454 885 127 1435 1253 771 1449 1446 1466
split_gain=17.7574 24.1556 24.9652 23.3144 22.1307 23.2422 31.1051 21.6221 23.0738 21.7704 21.1965 28.1618 29.8929 26.0257 35.2419 25.8825 40.4279 32.8368 26.6056 46.6269 25.7269 26.9284 25.4058 26.5086 24.5342 25.1966 29.1768 24.4104 24.1057 23.6243
threshold=1.0000000180025095e-35 4.0242090356330973 1.8405790187546296 1.0000000180025095e-35 -1.4385654002502897 1.0000000180025095e-35 1.2828132024160503 1.3140755578960717 0.29485979613021224 -1.3764031657707261 -0.70163543588998201 0.43370469085150809 2.2885552421444864 -0.11337658786490251 0.38358376301476421 -0.29222153102773374 -0.051615836820850705 1.3706863998361938 -0.55959664989479319 0.4613173122914726 -0.31703301683015661 0.54504201778324368 1.0000000180025095e-35 3.925674747449845 0.89654117410713363 1.3076724121554657 0.45332690343899512 1.0061513693100783 0.64688686638414006 3.2754529010249787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 -2 -6 -7 8 -8 -10 11 12 13 14 24 -13 -17 18 19 20 21 28 -12 -24 25 26 -1 -28 -18 -15
right_child=1 2 -4 -5 5 6 7 -9 9 -11 22 15 -14 29 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0049753264141480288 -0.0094852054973401136 0.023181150107581403 -0.013098591297640958 -0.0036328914162932786 -0.0022876397916081976 0.00087097373927553774 0.00068913969402504898 0.033269155441255215 -0.043575184183770432 0.023009000829939015 -0.0022594923605673205 -5.1577648978343583e-05 -0.015641823761431525 0.0052226458881358354 -0.033094650427881671 0.034646729310100814 -0.042404628644262039 0.02541974800916439 -0.00024057581196435305 -0.0082366244186133572 0.046892793507976475 0.074493003483856887 0.00068396746241085804 -0.029985717325124357 -0.010931294931841813 -0.01370397456550111 -0.011422647306640605 0.017757293632161223 0.029882095380389391 -0.03563707069477208
leaf_count=13158 4934 861 301 61363 31966 31880 2263 511 101 1261 67670 4433 2173 15953 525 784 156 983 3944 500 538 52 107045 473 3041 1592 2809 385 99 177
internal_value=0 -0.0315187 0.278113 -0.0349754 -0.00725531 0.002177 0.0418346 0.232233 0.166595 0.395224 0.00303778 0.0453398 0.0140901 0.0270775 -0.029546 0.142092 0.221619 0.162938 0.0898134 0.351902 0.66904 0.126302 -0.00845657 0.0117199 -0.0144496 0.0188762 0.0466232 -0.148225 -0.211808 0.0949554
internal_count=361931 135441 1162 134279 72916 67982 36016 4136 3625 1362 226490 51302 39813 37640 21510 11489 7056 6272 5289 1345 845 307 175188 107518 20985 17944 16352 3194 255 16130
shrinkage=0.05


Tree=2560
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 859 727 1022 146 1447 846 982 350 306 139 641 1109 468 912 146 138 18 48 746 832 1451 915 81 356
split_gain=38.9815 32.6799 29.0927 35.2286 27.8071 67.9465 26.412 26.0143 23.702 25.0342 23.16 21.5553 21.534 21.3012 24.7664 22.6048 22.5228 22.041 21.8688 21.7435 21.0912 30.6275 23.7543 20.9504 22.3752 20.7831 20.7266 21.3983 21.5191 20.5904
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 1.0000000180025095e-35 1.0000000180025095e-35 2.7503861831498626 1.2420411362750934 -0.53268848306471728 1.7621802667917166 -0.57303265440660456 1.0000000180025095e-35 0.3449423063268105 -0.16610018842257618 -1.3649002260363143 2.1467708086619246 -0.84635152736077035 2.2368666814773395 -0.98223957276639073 0.96372854793908636 1.8372674881307383 0.66766320980544069 1.6895017578535427 0.25091737626799537 -0.71904054308896115 -0.58492765455800277 -0.88459116152366701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 13 5 -3 -5 -1 9 10 23 -6 -8 14 -4 18 -16 19 -15 -18 -13 22 -22 24 25 -2 27 28 -23 -7
right_child=1 4 3 6 11 29 12 -9 -10 -11 -12 20 -14 15 16 -17 17 -19 -20 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9486532699646634e-05 -6.7318247772751231e-05 -7.3019847539439618e-05 -0.00017087174285520141 0.00045423877804915802 -2.7120550596398144e-05 -0.00020943741772085336 0.00013363372615091983 0.00010738750391153998 -8.5107146975819336e-06 0.00031240195099788598 2.8943043913043344e-05 -0.00011718033526921767 -0.00047447126983715443 8.6262712455419498e-05 0.00017279843002503793 -8.1242453156713182e-05 0.001295487850743373 -0.00022416278704559609 -0.00032662646702543265 -0.00046752100699752196 0.00053595981626626944 0.0022301743658026548 0.0024665977022810689 -0.0002588512488519578 0.00019150572518017461 -0.00024031761559704644 0.00038608787392871094 -0.00029814273760851983 -0.00025995557230590322 0.00055309308902280231
leaf_count=12551 65360 4821 6553 1153 29774 198 6164 17008 103001 802 10062 62243 278 17291 2409 5982 77 1585 592 62 292 31 33 4169 1324 5573 406 914 37 1186
internal_value=0 -0.0304437 -0.0170605 0.034073 -0.0705774 0.0808065 0.16287 0.0522167 -0.02953 -0.0605213 -0.0649966 -0.0826498 0.111649 0.00349655 -0.0817196 0.0380738 0.0464974 -0.151904 0.0744189 0.678346 -0.110468 0.138435 0.755531 -0.0818016 -0.0725148 -0.0796065 -0.0126558 -0.205895 1.01233 0.470172
internal_count=361931 332372 232437 42146 99935 6205 7595 29559 190291 87290 86488 93730 6442 34551 10686 23865 4133 1724 17883 139 63956 1713 325 76426 72257 70933 1388 982 68 1384
shrinkage=0.000980392


Tree=2561
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 859 1022 1016 885 1038 570 15 11 909 447 973 917 544 492 699 1449 984 21 1145 907 838 555 256 677
split_gain=37.0656 29.768 28.9733 29.9836 27.1104 66.843 26.7525 26.0171 26.4489 23.5897 23.282 22.3635 24.0562 26.6472 25.2293 26.1688 22.2281 24.8241 22.0742 21.8468 26.333 23.5893 22.1727 21.6745 21.6232 22.8007 22.4312 21.0795 21.6031 21.0646
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 1.0000000180025095e-35 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 -0.4998781572545779 1.5345964658009021 -0.92441224859975035 -0.23948367293781295 0.59972846529787971 -0.089283776459394754 -0.68229739446570437 1.0000000180025095e-35 -0.23473716579358797 0.30113011682197 0.23597764718087469 2.0624490424554458 -0.70163543588998201 1.0000000180025095e-35 3.0421924527387119 -0.98986954280135453 0.73684568852423526 2.5109609056897968 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 7 -4 5 -3 -5 8 9 29 -11 12 14 -14 24 -16 17 19 -1 20 22 -22 -13 -18 26 -26 27 28 -6 -2
right_child=1 4 3 6 11 -7 -8 -9 -10 10 -12 16 13 -15 15 -17 23 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=8.6245328085510011e-05 -0.00016218267518709767 -7.0869863207610211e-05 6.194829290476299e-06 0.00044790689905324247 -3.2931976008337362e-05 0.00045914627775875779 0.00010000605718196717 -6.9918803921105589e-06 -2.8174059361854359e-05 0.0011710698470465172 6.1274351937725866e-05 0.00039665893794852292 0.0018569234903639549 0.00016938719740828255 -2.656135491911538e-05 0.0002297614824329376 -4.9571632963801927e-05 -9.974518018483976e-05 -4.3970927852569822e-05 -8.4711172761524076e-05 -0.00031142367385196513 0.00037300074266866725 -0.00098115316280523068 -0.00020807639614834616 -0.00025802913156207098 0.0010124952398104738 -0.00010471392952473805 0.00055581351307579902 0.00216703800831133 -2.8966465381403092e-05
leaf_count=21198 32143 4821 34551 1153 1264 1384 6442 103001 45923 102 267 2022 38 2122 10340 2707 9541 25434 8361 3230 894 382 86 19904 6686 98 8397 559 26 8855
internal_value=0 -0.0293305 -0.0165513 0.0345349 -0.0676945 0.0819011 0.153584 -0.0290032 -0.0614858 -0.116294 0.401477 -0.0796393 -0.0260597 0.213903 -0.0460639 0.0307437 -0.109347 -0.0651016 0.0514131 0.0695314 0.199669 -0.0788443 0.360788 -0.164929 -0.117073 -0.242704 -0.0454664 0.193379 0.0130077 -0.12456
internal_count=361931 332372 232437 42146 99935 6205 7595 190291 87290 41367 369 93730 32237 2160 30077 13047 61493 32048 29559 6614 3384 1276 2108 29445 17030 6784 10246 1849 1290 40998
shrinkage=0.000980392


Tree=2562
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 647 590 727 728 885 1038 1002 21 1122 1449 1458 570 15 1145 1444 1318 973 917 492 699 1449 984 746 21
split_gain=42.2284 39.3747 29.5532 33.0834 28.1719 30.1758 27.7672 69.718 26.8488 25.2541 24.4452 23.3739 22.7951 22.7746 24.6974 22.5475 22.5633 22.3298 25.7273 25.2608 25.5552 23.4277 22.5575 25.1104 22.3027 26.0491 23.885 22.1074 21.8687 21.7945
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 -0.49008176997875957 4.8263866747680533 -0.17630926381181156 0.69854289147193727 1.0000000180025095e-35 0.79579885031402708 0.74561756370782817 -0.82108684835595114 -0.4998781572545779 1.9016026118134437 1.0000000180025095e-35 1.0000000180025095e-35 -0.37751581120742261 -0.089283776459394754 -0.68229739446570437 -0.23473716579358797 0.30113011682197 0.23597764718087469 2.0624490424554458 1.0000000180025095e-35 -0.70163543588998201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 5 10 7 -3 -5 -1 28 -12 -10 14 -11 16 -15 18 19 20 -8 -21 23 24 25 27 -27 -19 -2 -24
right_child=1 6 3 8 -6 -7 17 -9 12 13 11 -13 -14 15 -16 -17 -18 22 -20 21 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00013234711755663359 -0.00016541026882169955 -8.1567878025140075e-05 2.9581091668847057e-06 -0.00012276646090341923 -8.5443213355522745e-06 -2.9611370292033355e-05 4.0647079958427112e-05 0.00045896179971450504 0.00026122229898025443 4.7594954385505709e-05 0.001174307257803943 6.2794195743843723e-05 -8.1680318549455088e-05 0.00029142031963775314 -0.00020748895241642137 0.00033267149005589402 5.4210542926901263e-05 0.00038725704911253658 0.00028780815838251453 -0.00028820289925939697 -0.0001880759700792644 -4.9511768211640115e-05 -5.9508584693348988e-05 -0.00010926652671108182 -9.4788389766482383e-05 -0.00031785987397243092 0.00036915577044933554 -0.00098492630660497633 -2.27264950934071e-05 -0.00021786554252259372
leaf_count=3396 33709 4821 34551 1294 103001 45923 15399 1384 5339 9068 102 267 962 2119 2064 2174 10738 2022 1214 4778 4109 6737 9541 25434 3230 894 382 86 7289 19904
internal_value=0 -0.0335936 -0.0188994 0.0326223 -0.0314542 -0.0651789 -0.0775492 0.0734793 0.157455 0.0523896 -0.123496 0.403238 0.212804 0.073774 0.00115106 0.129212 0.0957603 -0.0895867 -0.036234 -0.0516929 -0.000201477 -0.153467 -0.119173 -0.0747302 0.0602912 0.191497 -0.0847459 0.351366 -0.131864 -0.174951
internal_count=361931 332372 232437 42146 190291 87290 99935 6205 7595 29559 41367 369 6301 26163 11132 15031 12857 93730 32237 31023 19508 11515 61493 32048 6614 3384 1276 2108 40998 29445
shrinkage=0.000980392


Tree=2563
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 12 1449 1012 629 232 1430 727 712 955 865 507 354 175 553 222 841 1122 21 1013 1178 1307 844 896 981
split_gain=38.4134 30.0545 62.8357 36.8496 38.8672 30.8927 29.0189 27.0222 26.0458 26.1522 25.7362 25.0551 25.0546 24.5795 22.8067 31.5322 22.3411 27.0111 25.0459 25.0472 22.9877 22.1621 21.9611 26.0977 22.0572 23.2145 23.2895 21.995 21.897 21.8241
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.59727736220901595 0.74561756370782817 1.4711245761114824 1.6763192150694557 0.92584771804271815 5.1453031881338012 1.0000000180025095e-35 -0.63779424894106762 -0.56067130660624642 1.0000000180025095e-35 1.0941628986121894 1.4538665454787782 1.0000000180025095e-35 -0.44446617538538585 -1.5421810694528248 1.1672291848996961 -0.46869382699620854 -0.13431221002227373 0.54050183860820311 0.70566622183855976 -0.69391358866071406 2.537555509869978 -0.43454379769620094 -0.38896401988591511
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 5 21 6 7 -5 11 9 -6 16 13 -1 29 15 -4 17 18 -8 20 -20 -3 23 24 25 26 -16 -28 -15 -2
right_child=1 3 14 4 8 -7 10 -9 -10 -11 -12 -13 -14 28 22 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.9913639511422815e-05 -0.00018709792969459496 -2.3341395166696151e-05 -5.8184445388854924e-05 -4.9221485542095593e-05 -0.00010306173870432503 -0.00024096783816077998 0.00018207326380132078 3.4782050166650639e-05 0.00048203724247765156 -0.00062418038049428582 -6.1538458301424391e-05 0.0012928534641216724 0.00010455824244636699 -7.6886666514111869e-05 0.00019280144134948819 9.427362080393385e-05 -7.4733820131807401e-05 0.00036436514039751524 -0.0009536095856941592 -1.7246902796530652e-05 0.00016992515011524001 -0.00011310042368241945 -8.2417127852563843e-05 -8.8958694349426518e-05 0.00025650376089966814 -0.00027449538268865538 -6.8114173780223575e-05 0.00073108173489971266 -0.00021040412044286681 0.00010253243010311767
leaf_count=12551 2463 112523 11351 9440 5609 20329 9978 7886 295 429 4378 42 17008 14577 3674 14799 2563 1821 98 8698 5333 15445 35199 7867 2607 1272 5578 166 23775 4177
internal_value=0 -0.0316617 -0.0585101 -0.0132822 0.0337859 -0.125167 0.057056 -0.0967092 -0.112828 -0.140439 0.0845731 -0.124783 0.0503723 -0.127673 -0.0204232 0.0323426 0.106897 0.124851 0.107165 0.0519473 0.158171 -0.0349361 -0.0478648 0.0106814 0.075678 0.0265165 0.0662069 -0.0394644 -0.158418 0.00569816
internal_count=361931 332372 155762 176610 48642 73249 42309 52920 6333 6038 32869 45034 29559 44992 82513 26150 28491 25928 24107 14129 5431 127968 56363 21164 13297 10690 9418 5744 38352 6640
shrinkage=0.000980392


Tree=2564
num_leaves=31
num_cat=0
split_feature=50 56 635 309 1110 1450 701 697 1458 1380 293 776 98 561 977 697 1188 1449 1452 1451 1457 277 1050 633 1452 471 1449 1014 766 1051
split_gain=18.2005 33.7071 19.7117 23.67 22.2988 20.0617 19.8999 20.0294 19.8983 23.902 22.9798 24.8771 24.7637 22.6225 20.7515 23.6274 20.6846 19.3296 31.8224 34.5799 23.8397 23.2785 24.7001 20.9911 26.5873 20.9557 20.4749 20.1362 28.6962 24.4489
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.69173595090600304 -0.8937643881799614 1.0000000180025095e-35 1.3453874465886764 0.42424230386252665 1.9183807140066351 0.30711741542581755 -0.77733911674745004 -1.4483498723868022 0.34422541729454215 0.84186921005459603 0.45770210970455655 -0.50097116073757619 0.63481743750899355 0.97837187619183508 -0.046399403249050987 -0.55184394829482131 0.59897055457132509 -0.63296860188744319 -0.92981701873172018 2.2545741331511802 -0.79875339485332209 0.93617277833781187 4.229666733894736 -0.351202439492452 1.9117660652834578 1.1656764218873803 1.1321437256976203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 17 -6 16 -11 14 13 -13 -12 -16 -10 18 19 25 26 23 -23 -22 -25 -1 27 -20 29 -29
right_child=-2 -3 3 4 8 -7 -8 -9 9 10 11 12 -14 -15 15 -17 -18 -19 20 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.020072185126898793 0.00021739853135284366 -0.00015862961553662146 -0.0095525331182026735 0.0084258881520074703 -0.0095950746666421463 0.0029497768034231747 -0.0098253339030386199 -0.019620719368718662 -0.051492301300875759 0.1179850625737948 -0.039472149483953965 0.087477340171289289 -0.035797613430798743 -0.024143423356348354 0.030652036688085901 -0.047667774939524593 0.062794318803665802 0.00079988846854681019 -0.0078234633041438916 0.012674525207513105 -0.01875082224748011 -0.0019746341502348769 0.041655799701648177 0.024820238582822927 0.11023968851383842 0.060136452512802877 -0.025652251972231688 -0.00027612178012425013 0.20230251647028089 0.15000003730002739
leaf_count=5450 197382 90457 3502 5468 2901 4674 17826 2311 164 31 146 127 54 42 250 89 27 13450 3638 677 259 10537 223 462 64 42 1462 173 23 20
internal_value=0 -0.0294018 -0.0771058 0.012416 0.071886 -0.100145 -0.11673 -0.0804923 -0.0805593 0.223755 0.402303 0.312016 0.979882 1.35919 0.0123393 0.313998 -0.627226 -0.0669265 -0.118314 -0.295956 -0.0543503 0.0175496 -0.0175582 0.483333 0.728434 -0.380839 -0.215369 -0.107161 0.768826 0.416359
internal_count=361931 164549 74092 12801 9299 61291 56617 38791 3831 930 739 708 223 169 485 339 191 36480 23030 6169 16861 11545 10760 785 526 5492 5316 3854 216 193
shrinkage=0.05


Tree=2565
num_leaves=31
num_cat=0
split_feature=785 652 588 723 728 650 827 768 21 829 130 892 841 643 708 840 768 217 220 737 982 513 1449 841 1178 557 705 563 614 1107
split_gain=18.2607 19.0403 24.2133 31.5837 26.1786 27.5356 25.6236 25.8537 25.3448 24.8301 32.2913 30.076 27.4426 24.2665 23.9677 23.4844 23.3351 23.3337 23.833 23.2625 22.6515 22.417 22.2079 22.73 21.9744 25.3843 28.3021 21.9107 21.7337 28.1571
threshold=-0.86283290253235112 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 -0.49008176997875957 2.1314615550283826 -0.36836247429892682 0.06012697565480872 -1.6471741456694959 -0.08428584614125563 1.0000000180025095e-35 0.59794297480505565 1.6230973609042669 1.0000000180025095e-35 -0.3039015061308375 1.593014926627095 2.1213754410754722 0.30822226634204714 0.7623018386485968 0.52953867530939236 0.32202139442486105 1.0454229551509682 1.3275098554043667 -0.99024594510213471 -0.60140284957555179 1.2064377257753598 1.0870985732619181 0.83401904531919524 -1.3710115269326899 1.9154540409428416
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 28 4 14 5 6 -3 15 22 11 -11 12 16 -5 -4 17 24 -8 -19 -18 -21 -15 23 -6 -10 -26 -27 -14 -2 -30
right_child=1 2 3 13 8 -7 7 -9 9 10 -12 -13 27 21 -16 -17 19 18 -20 20 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0021368292361892268 -0.004428447548284733 0.0046526748405800239 0.0055722868711412963 0.012830818046011525 -0.025125941576283135 0.011686729279500062 -0.0010532603261653366 -0.0062910245647067849 -0.0039271826633669443 -0.0027687724808591 -0.0089167984463887299 -0.0078407072134202525 -0.011746269212776009 -0.0043028930262885021 -0.0090286061433059277 -0.015485495760655835 0.004645600515952265 0.0050526745463791954 0.026248933972496741 0.040642098938940274 -0.014031821789035951 0.019401129584988824 0.029312865585664566 0.0089130074210937455 0.0013929507826970341 -0.0097564947777134172 0.0096278774300268613 0.0051636071339567942 0.00058647619891658682 0.0090999461298405249
leaf_count=29559 12942 10872 2505 4078 638 2759 9120 11538 22610 47210 21154 12036 5440 2282 3651 1024 3080 4104 747 482 154 524 610 1977 50075 5455 1069 1315 88212 4709
internal_value=0 -0.0142627 -0.0270837 0.0633227 -0.0338603 0.0181382 0.00147312 -0.0378573 -0.0475535 -0.0512914 -0.0896233 -0.0286763 -0.0156472 0.154917 -0.0617976 0.0212016 -0.00434258 0.0450364 0.172129 0.181952 0.587708 0.00495393 0.185428 0.064865 -0.012586 0.0103098 -0.123603 -0.164102 0.0104921 0.0212103
internal_count=361931 332372 226509 13040 213469 40164 37405 26533 173305 170080 68364 101716 89680 6884 6156 14995 82925 13971 4851 3716 636 2806 3225 2615 79209 56599 6524 6755 105863 92921
shrinkage=0.05


Tree=2566
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1117 441 705 560 785 804 54 1190 1451 1235 746 858 1434 609 1429 486 1463 1371 1090 1463 1455 1035 276 1459 1465 1320 1409
split_gain=17.934 37.4129 29.1725 19.6601 20.9188 20.2039 21.9276 27.5482 25.402 23.4614 21.5891 20.6948 20.2278 19.8096 19.3761 20.7796 24.5577 22.4626 23.0958 21.5212 28.2079 21.9384 21.2376 20.7567 26.8735 24.0414 23.1137 29.2905 22.7826 20.476
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0007360560485064 1.0000000180025095e-35 0.3847065924170836 1.8291851068896225 2.9970139449733542 2.2521318533151415 4.4978939705078274 3.2241257940633772 -0.33647910038591805 -0.34006977427296536 2.6418189434053163 1.0825608069246189 1.0000000180025095e-35 5.4689234011611747 1.13172262110474 2.7853553393665607 0.94170239728407068 1.0000000180025095e-35 3.3676253767430286 0.78297113481662528 0.38289682445933171 -1.4997335152234539 -0.64342646081532651 2.785683100472315 0.64834865125365748 -0.93571252612676914 0.84195100226918229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 10 8 -8 9 12 -2 -12 -7 -6 15 17 -17 18 19 23 21 -21 -19 -4 25 -25 28 -28 -26 -20
right_child=3 -3 14 -5 13 6 7 -9 -10 -11 11 -13 -14 -15 -16 16 -18 22 29 20 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.0042150051172915792 -0.0014994112161774249 3.8444749422110889e-05 -0.010029972697762658 -0.0023681779015830586 0.0028131846153244561 -0.0018348225097469283 -0.01024718403238576 0.044630150434651267 0.016019922025158628 -0.051362461717413814 -0.018164006466964366 0.053813665263897074 0.0036952417324225863 -0.012654703873946528 0.0017226858414155742 -0.002656396432996296 0.10998862964416103 -0.012854357580167702 0.022203105681068921 0.0053972072576646112 -0.030279103949261241 0.09957117280666572 -0.039945725286463979 -0.044871112252442759 -0.023186083265435663 0.07490587228605454 -0.035699576816187906 0.087338233853371333 -0.00043417779903765603 0.15110925837477118
leaf_count=4504 71057 89418 23854 30473 53623 13383 2440 93 1421 102 87 153 24083 910 5888 23059 24 5991 107 3167 618 41 1009 72 953 160 49 65 5101 26
internal_value=0 -0.0281322 -0.075563 0.00531263 0.014916 -0.00303982 0.0347248 -0.157629 0.0479966 0.0363909 -0.027561 0.644827 0.039253 0.0503578 -0.0932221 -0.10953 -0.0499396 -0.151789 -0.126359 -0.131242 0.053852 0.132083 -0.334745 -0.158792 -0.0236409 0.993794 -0.0540744 0.953936 -0.081285 0.989441
internal_count=361931 164106 74688 197825 167352 112819 41522 2533 38989 37568 71297 240 37466 54533 70184 64296 23083 41213 34213 34080 3826 3208 7000 30254 6400 232 6168 114 6054 133
shrinkage=0.05


Tree=2567
num_leaves=31
num_cat=0
split_feature=388 1452 1458 1406 6 1051 1462 1466 955 1047 1452 412 1027 562 1116 288 1455 1098 852 509 357 676 899 1111 906 78 12 184 551 1244
split_gain=17.6459 22.24 25.0106 22.8251 21.363 21.5639 21.139 28.3654 19.4119 28.6639 25.9455 25.0739 24.339 22.6039 22.4944 22.7968 21.8069 21.649 20.4314 21.1558 20.3865 20.0158 19.9926 21.0495 19.8673 22.4633 22.5021 20.8929 22.5354 19.6272
threshold=1.0000000180025095e-35 2.5358997600969504 2.4356060858615711 1.0000000180025095e-35 -0.28171508467511314 -0.55445085604239142 3.938751423652564 1.8405790187546296 -0.56067130660624642 2.3738149868247693 0.62995620057108082 0.80155718986521773 1.0000000180025095e-35 -1.4263620218186353 2.3726672051811351 2.5924646902064197 0.35881941651261778 0.47758787561851396 2.1596185183814263 -0.8707511978464394 -0.17055569234862236 1.0212228572756148 -1.1478449522593197 -0.59846158187993315 -1.0027152234636305 -1.2639322794876888 -0.42123984469392833 1.0000000180025095e-35 0.84485483037156739 1.2074346723144964
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -3 8 -8 10 14 12 -11 13 -2 15 -10 -14 20 19 -12 -18 -22 23 -16 25 -15 -27 28 -26 -30
right_child=1 4 3 -5 -6 -7 7 -9 9 11 18 -13 16 24 22 -17 17 -19 -20 -21 21 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=-4.3796679697222299e-05 -0.036052451349514403 0.019658683844382917 0.0030461234803059066 0.034103038831432522 -0.027897260891246778 -0.017067793414795654 0.039550415956354099 -0.036033263456000185 -0.0060206732826782695 0.0045111904207259584 -0.032296837943415001 0.043694506037346918 -0.009718874164997178 -0.04162919592888871 0.018997163775113315 0.015070149092560402 -0.016193913911581582 0.022169835386463038 0.045674269964545489 0.0098859815780796903 0.0043180891717321153 0.069205796623480781 0.0027786990351025749 0.093864122492082869 0.0025595943686839619 0.037810140840447953 0.0045888145760938593 -0.0071395329134655468 0.017485582498577675 0.075956641898710514
leaf_count=289955 261 353 888 458 992 614 317 84 41032 1406 194 231 7446 93 206 872 860 714 188 3111 441 69 1328 72 4727 583 537 3288 539 72
internal_value=0 -0.0451678 -0.0370641 0.26396 -0.300734 -0.0490827 -0.0450464 0.480307 -0.0490147 -0.0831992 0.00741089 0.233764 -0.0284238 0.0511628 -0.0976292 -0.110762 -0.124106 0.0897157 0.198108 0.150556 -0.0807926 0.26545 0.188123 0.760802 0.0679389 0.349061 0.435813 0.0265559 0.109434 0.496564
internal_count=361931 71976 70017 1346 1959 967 68671 401 68270 45147 23123 1637 19630 10100 43510 41904 9530 2084 3493 3305 1370 510 1606 278 9839 1213 1120 8626 5338 611
shrinkage=0.05


Tree=2568
num_leaves=31
num_cat=0
split_feature=1431 917 1049 202 191 1049 290 531 572 18 1400 347 770 353 73 415 984 912 82 728 1087 412 908 1450 526 837 357 794 614 627
split_gain=17.6182 19.5863 19.1105 28.0743 23.8229 22.8916 19.1835 24.0473 20.3367 20.567 24.3934 20.192 20.3378 19.7032 19.4401 19.0916 18.7139 20.7598 18.2828 18.2524 19.7038 23.7137 24.5867 22.8637 21.3784 21.2196 21.1309 20.3126 22.8915 25.2923
threshold=1.8641952677858011 1.9724949828737064 -1.6751586206653331 2.2706774934648286 1.0000000180025095e-35 -1.2677113534733968 0.38724543041730997 1.0000000180025095e-35 -0.59303353752189192 -1.1025203859069577 -0.16363138226467872 0.61942570552318232 1.5650725000500734 2.5458802938288509 0.97707750963635254 -0.21462623664702715 -0.0098304145485642678 -0.71752862259793326 -0.060982814198177963 1.0000000180025095e-35 1.0000000180025095e-35 1.8311510170418688 -1.172118947403566 5.9886066514163909 2.3757057381457001 1.721223416621555 0.80889012478079303 2.2041218380651819 1.096557219065641 -0.56225496333406755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 4 16 -4 7 8 -7 10 -10 12 13 -11 15 18 -2 -18 -8 20 24 23 -23 25 27 26 -22 -1 29 -29
right_child=1 -3 5 -5 -6 6 14 -9 9 11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00071838149145301026 0.020049229878843108 -0.026949666808820844 -0.02224201825471506 0.14734472129239737 -0.033530215932156868 0.014524661517796529 -0.00021651842310937199 -0.011077297503500306 -0.023666162321120249 -0.00075536888827813396 0.15575255711372299 -0.017186827332877658 0.037899421971569203 0.082874996646016108 -0.030343506329996939 0.0031372886208853971 0.21791790333465963 0.029047469611692241 -0.026230143096468705 -0.0016656309720107971 -0.00068055772353124927 -0.025011724118438463 0.0090254647681556419 0.041762023442867974 -0.0067690217547360203 -0.010488066214244168 -0.0072502977317862429 0.016584523377569507 -0.014839745975696676 0.0035302212295139808
leaf_count=171470 138 875 1688 28 137 2059 704 2661 29 3528 27 1092 252 36 733 1710 25 37 996 103763 38611 293 3232 114 6634 4777 7614 2514 621 5533
internal_value=0 -0.0933163 -0.0743546 0.615549 0.310211 -0.0868148 -0.0575345 0.00962743 0.0856195 -0.0107344 1.60665 -0.0288828 0.0636721 0.00897087 -0.199035 -0.12567 1.00674 2.52181 -0.30968 -0.00455941 0.00539106 -0.0334995 0.131854 -0.0475338 0.0160812 -0.0502835 -0.0361134 0.019878 0.121523 0.150866
internal_count=361931 16755 15880 365 337 15515 13827 9684 7023 4964 56 4908 3816 3564 4143 3410 200 62 1700 345176 241413 54641 3525 51116 186772 51002 46225 180138 8668 8047
shrinkage=0.05


Tree=2569
num_leaves=31
num_cat=0
split_feature=785 519 727 588 575 728 872 678 533 900 689 332 1033 911 1436 326 908 583 550 639 12 382 1366 965 692 70 909 1400 1043 1040
split_gain=37.049 29.9367 42.3916 40.9553 33.125 32.1403 39.2938 37.409 34.1758 40.9735 32.8356 32.2995 28.335 28.0887 27.5883 27.7579 31.4294 26.923 28.5603 27.4309 26.7176 26.624 25.0315 24.174 23.8358 25.8043 25.2274 24.5987 23.3282 28.9828
threshold=-0.86283290253235112 2.1420547332082829 -0.682906484622256 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 3.0757328524286596 0.34708990927187483 1.0000000180025095e-35 0.54117268135534224 -1.1110989058077336 1.0000000180025095e-35 1.3676396968132438 0.80962313860796276 0.60428344764309971 1.0000000180025095e-35 -1.0138793483820134 -0.55326332990463356 0.29966714842153758 0.11942102837874842 -0.58399151183051878 1.0000000180025095e-35 1.0000000180025095e-35 0.1463002810917281 1.6839661331033347 1.6398854550679438 0.99461656320522784 1.8781922025717328 1.5944579756033141 -0.62083648856766616
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 17 7 8 9 -7 24 14 -11 -5 15 -9 -17 18 -2 23 -13 -6 28 -19 25 26 -10 -26 -12 -30
right_child=1 2 3 13 21 6 -8 11 10 12 22 20 -14 -15 -16 16 -18 19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=5.2437124589546545e-05 3.9379406773936349e-05 -0.00015631593218371593 -8.1928240584798874e-05 0.00037427074775805866 0.00022414314597311557 -0.0001571124507260592 0.00019355656914176613 -0.00017049587132669593 4.8449469811795868e-05 -5.8466102922905013e-05 -4.033131784606276e-05 -7.3204293139653609e-05 0.0002174724295814249 -4.9441462744178719e-05 5.9928881795771472e-05 -0.00036193459687791873 -5.7195083629746051e-06 6.7158282178655465e-05 0.00025663862280206795 -0.00012289150540830998 5.573775108536894e-05 -9.152046496432921e-06 -0.00010292021156912817 -6.1729040495307402e-05 0.00032766046802287026 0.00040395391940160582 -0.00025915046431631108 0.0019390224892748013 -0.00016832616851632272 0.0002645004550339197
leaf_count=29559 16470 3763 5895 2823 4513 54830 2933 19427 9230 16259 37090 9464 2075 823 7156 1602 14707 16348 2851 11228 29474 3701 40760 12286 738 904 1442 47 1056 2477
internal_value=0 -0.0271974 0.0476811 0.0893843 0.0377872 -0.0337826 -0.046169 -0.0498296 -0.0725697 -0.119182 -0.0455461 -0.0119366 -0.018992 0.283683 -0.0615914 -0.0925595 -0.0336918 0.0127157 0.0782384 -0.0222887 0.0280143 0.122348 -0.0634201 0.0124992 0.0614186 0.0353205 0.00550667 0.432839 -0.0224893 0.146242
internal_count=361931 332372 21518 17755 14109 310854 251671 248738 166908 73164 93744 81830 18334 3646 42892 35736 16309 59183 19321 39862 38938 8214 81383 28634 12361 11576 10672 785 40623 3533
shrinkage=0.000980392


Tree=2570
num_leaves=31
num_cat=0
split_feature=785 519 727 588 728 872 869 648 575 126 920 1079 583 927 639 1450 606 1452 666 550 1469 1461 382 1254 566 219 965 906 1059 728
split_gain=44.0073 31.5154 41.5022 43.3235 36.1438 43.5624 39.565 32.9732 32.305 30.8827 38.7106 55.9282 29.459 29.1473 29.1017 28.9825 38.0609 29.0219 29.3464 28.6136 27.5682 26.8138 26.7749 26.1144 26.1079 25.7062 25.6647 25.659 25.4171 24.4193
threshold=-0.86283290253235112 2.1420547332082829 -0.682906484622256 0.71188872395471614 -0.49008176997875957 3.0757328524286596 1.0000000180025095e-35 1.8166789435549495 1.0000000180025095e-35 1.0000000180025095e-35 -0.83967173534858641 0.85386604821755141 -0.55326332990463356 1.0483613175537825 0.11942102837874842 -0.68105566923231198 2.1543936751333881 -0.58911782507014421 2.2575337098986954 0.29966714842153758 2.6156269077848826 1.5692664354072514 1.0000000180025095e-35 -0.81847111004659812 2.1059719136688364 0.36016133594565397 0.1463002810917281 0.12097770570257828 1.0885083440240186 -0.49008176997875957
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 4 -3 8 12 6 7 9 -4 10 11 28 19 -5 26 20 17 -17 23 -2 25 27 -10 -19 -8 -11 -14 -12 -6 -1
right_child=1 2 3 13 5 -7 24 -9 22 15 21 -13 14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012639885025247789 3.9941371433790913e-05 -0.00015701967390052224 -8.5221708141009877e-05 0.00035212427115128783 -8.8419048875313635e-05 0.00019984437228171885 -0.00010991501410942459 7.1872170851284826e-05 0.00021836454189269966 -3.5790409130207206e-05 -6.9412181910820343e-05 0.00043099672494728499 6.5938733662314865e-05 -0.0001708115695126918 -0.00012951256538363938 8.7669431654277254e-05 0.00030442754367273651 -0.00021437872528672601 0.00029027705431355449 0.00025720420079238096 0.00056137062760741195 6.1571734928326065e-05 -1.5359812732111072e-05 -2.2099160787147197e-05 9.5939546392817077e-05 -0.00022925566474825282 -6.6690514573397632e-05 -0.00016038609967832166 0.00029646009656156551 7.5043468378516615e-05
leaf_count=3396 16470 3763 5895 3150 5249 2933 81590 12345 4513 8741 43677 1506 16348 496 11228 13364 1863 5054 1106 2851 262 5270 3701 29218 3052 5559 12286 29962 920 26163
internal_value=0 -0.0321939 0.0445554 0.0857739 -0.0389322 -0.0520313 -0.0558786 -0.0362334 0.0327552 -0.046074 -0.0765976 0.0741798 0.0103221 0.285362 -0.0262249 -0.0100259 0.0151623 0.00232771 -0.0323023 0.0788136 -0.0994377 -0.0934904 0.116199 -0.0452824 -0.102075 -0.113941 0.00959254 -0.106043 -0.0257698 0.055556
internal_count=361931 332372 21518 17755 310854 251671 248738 164096 14109 151751 86584 7675 59183 3646 39862 65167 50605 48742 35378 19321 14562 78909 8214 34272 84642 14300 28634 73639 6169 29559
shrinkage=0.000980392


Tree=2571
num_leaves=31
num_cat=0
split_feature=51 545 495 789 1375 1466 738 705 760 834 884 441 551 1455 843 69 538 838 1463 817 1181 1359 816 387 990 804 215 484 215 1208
split_gain=17.6834 18.5606 21.2944 24.6342 25.6671 27.0076 25.2457 23.8616 33.852 23.9155 22.4773 22.4451 22.6562 21.6782 28.8081 22.9074 21.0069 20.8164 20.9106 30.2554 20.8429 26.6223 20.7718 20.519 29.5117 20.2249 22.096 19.5766 20.8272 23.3435
threshold=1.0111847875080273 -1.0372938969678034 0.66068483111385701 1.1248358748350926 0.59806352348768188 0.4267932804440957 3.5871651185081377 1.3612027609086828 -0.1921337880321474 -1.2231787719406189 3.6300781033326879 1.0000000180025095e-35 0.70075070563467123 0.59295168827627476 1.858813923632791 -0.55244721349593173 1.0226942023247645 0.86932699425422177 0.91591208650651679 1.0000000180025095e-35 0.16649732855927038 1.0000000180025095e-35 1.6237992503990648 1.0000000180025095e-35 -0.65173602059264935 0.45538871002063286 2.3409011260833892 1.8368280797492516 0.9058243264606809 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 4 6 13 7 10 -9 -10 -3 12 -4 14 15 -6 27 18 -17 -20 21 -19 -11 -1 -25 26 -7 28 -5 -30
right_child=-2 2 11 16 5 25 -8 8 9 22 -12 -13 -14 -15 -16 17 -18 20 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0047916639357678962 -0.0025139275023461243 0.0019106478399123967 -0.0037385967298884451 0.0013800377027952417 -0.010865977346584529 -0.0004707376674139591 -0.0161292927895085 0.013050614601291581 -0.042370836877421041 0.0052167666795578625 -0.017348788969595897 0.001276110448073475 0.0051318717881130198 -0.014303471730578807 0.020520118781215478 -0.0053229945649090607 -0.01465999241521063 -0.011595976792576235 -0.0027517346241403922 0.046690075452143723 0.029925065180118129 0.035892379067006368 -0.016902841470785728 -0.0052599154528735403 0.0018412451029325334 0.019760619189207396 0.056273705986167814 -0.018723421666063229 0.0018092346277549258 -0.016723557832486233
leaf_count=26090 54984 116525 38720 12069 5008 3057 1103 5404 263 2885 676 25881 3836 2885 676 6613 1755 706 422 241 578 256 603 15428 30186 943 75 921 1432 1710
internal_value=0 -0.00151683 0.00717902 0.0209014 0.0305621 -0.0477759 0.0417249 0.0444222 0.151988 -0.0107483 0.0357236 -0.0260887 -0.0580147 -0.09285 -0.0537627 -0.0797594 -0.0563134 -0.00610046 -0.0606766 0.314876 0.25295 0.0175324 0.0265949 -0.038579 -0.00583327 0.115898 0.0242951 -0.0321654 -0.0150044 -0.169043
internal_count=361931 306947 235243 166806 148919 21460 127459 126356 9155 3751 117201 68437 42556 17385 14500 13824 17887 8816 7276 663 1540 962 3488 71704 45614 4075 3132 16132 15211 3142
shrinkage=0.05


Tree=2572
num_leaves=31
num_cat=0
split_feature=476 959 112 51 795 652 671 705 1169 774 1456 1434 484 702 550 641 667 624 1459 404 1463 699 701 1454 1124 968 363 21 555 1470
split_gain=31.6301 37.181 31.6278 30.4491 29.1566 33.2301 30.379 29.7664 32.2342 27.134 26.2066 25.2773 25.2131 27.9012 25.0522 24.8055 23.37 23.1493 23.144 33.6688 30.3601 24.6855 24.3855 23.0803 22.4738 27.6041 22.3183 22.1981 23.0636 21.5735
threshold=-1.0099296266851885 -1.2907225086880219 2.2718117149406565 1.8613588887694643 -0.29258408639884992 -0.98896428961744431 2.6425086185778714 1.2284335450172812 1.0643747975631468 1.3233950244699619 0.086884870144167459 -0.42195508979895918 -0.38529859338704892 0.82247273120287534 0.29966714842153758 3.9256961922190565 2.8959165655566772 0.92410679575838361 0.40413748344094969 1.0000000180025095e-35 0.49140614438290092 0.68845853167556892 -0.083375213110830876 3.8331818028246452 3.7018204428329469 0.2413400996085224 0.62112637700772277 -0.32341995197817647 -0.7247785679120814 -1.0234459971557994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 10 3 4 5 -3 12 8 27 -9 29 -10 -6 15 -5 -14 18 -8 20 21 -1 22 -20 -22 -13 -26 -24 28 -7 -2
right_child=1 2 -4 14 6 7 17 9 11 -11 -12 24 13 -15 -16 -17 -18 -19 19 -21 23 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00010387088793281601 8.1644414925050976e-05 0.00012874514671571517 -0.00014800195192405841 -0.0002183383852122718 2.7861453856931875e-05 -7.9487695857137001e-05 -0.0001223957675952133 0.00015490764985140573 -0.00023818806027874564 -0.00046198897727393678 -0.00021036847405812644 -4.4346580299143928e-05 -1.139997649311707e-05 -0.00010978376121939895 0.00017868146917872485 0.00069963478578969837 -0.00038570463222483689 -0.00055940995946276181 2.2177211585747083e-05 -6.5420763088757297e-05 1.0571648606913537e-05 -8.8338748633706019e-05 0.00041136803937898223 0.00066556925730583611 0.0011318765470437889 -0.00086575331916787857 -2.4146281407091093e-05 -3.9123383993459027e-06 0.00011491393966321872 -8.2464090614416336e-05
leaf_count=59371 5196 14528 8980 5584 48090 3649 2371 9231 4953 358 8633 7708 42902 18334 875 228 2507 655 2410 13438 13006 2215 2557 233 151 47 819 41977 16520 24405
internal_value=0 -0.00811185 0.00137098 0.0058463 0.00999902 0.0375182 -0.0141096 0.0202558 0.00535074 0.135478 -0.0831435 -0.104559 -0.00784652 -0.0384236 -0.156845 -0.00767488 -0.0607171 -0.221174 -0.0559157 0.0122742 -0.07945 0.127446 0.202815 0.0274137 -0.0242078 0.719027 0.323845 0.0244605 0.0841381 -0.0491369
internal_count=361931 265375 227141 218161 211702 99122 112580 84594 75005 9589 38234 12859 109554 61464 6459 43130 96556 3026 94049 21439 72610 8001 5786 13239 7906 198 3376 62146 20169 29601
shrinkage=0.000980392


Tree=2573
num_leaves=31
num_cat=0
split_feature=470 464 417 200 1467 441 751 772 548 332 1463 1464 540 124 1110 1464 1460 73 1465 978 497 1464 1454 1449 1450 1463 1457 1463 264 418
split_gain=17.9419 31.1483 21.1272 28.075 26.8838 26.926 24.0959 24.6119 23.1754 22.3317 24.908 29.0487 25.3192 25.1069 23.8095 25.103 23.4464 24.302 23.3142 21.9675 21.0731 20.0102 27.8073 27.7969 26.0419 23.8222 32.251 33.035 26.3245 26.2839
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.79743367681248667 1.0000000180025095e-35 1.4133641467104867 1.8562834602864664 1.0000000180025095e-35 3.0681732322211039 0.1785308773399289 1.0000000180025095e-35 -0.52694539529871642 0.11719349514402237 2.2707766433665819 4.2851108724116029 -0.583158222714517 0.13308716897351316 1.0558419270737807 -0.32540437417938795 1.661392035409482 -1.232502789413793 -0.71165548311471361 1.5993600128483978 0.67485211051868899 2.2529671283962887 0.95337257963916655 1.6775156744961013 -0.54187279531438171 2.1877350241656557 0.38646845251715672 1.04967396208694
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -6 7 -4 19 10 11 12 16 14 18 -16 17 -5 -13 -8 -19 22 25 -24 -25 28 -27 29 -2 -28
right_child=21 -3 6 4 5 -7 8 -9 -10 -11 -12 13 -14 -15 15 -17 -18 20 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0099137998450389529 -0.00062774084007367848 -5.1046334557845334e-05 -0.0033639677327956165 0.0053596827501425281 0.0044649791539724632 0.043506105121410045 -0.044427930313155527 0.089147483298550476 -0.006039243323669832 0.004956585070925534 -0.0080722145343078457 0.023581499424962127 -0.03064706343210636 0.12670145050382783 0.10275890819112315 -0.00093449336134491818 -0.026131725718708049 -0.028170237294663582 -0.026370849726722642 0.015858839205373076 -0.0042859210365884777 0.004530497965932921 -0.0041282034432032809 0.016442769826462807 -0.0029155815549201467 -0.0046836016255438345 0.02977355517304859 0.0041836630147313383 0.0026864035536479981 -0.011895434046899078
leaf_count=23055 105487 89765 9046 4214 2453 272 147 43 1815 3351 21715 1525 693 34 32 3822 809 1133 202 2905 3548 11753 27562 1435 1552 1793 1399 2120 38006 245
internal_value=0 -0.0272708 -0.0706815 -0.0936967 -0.060903 0.178756 0.018439 -0.0577347 0.168069 -0.0789029 -0.100542 -0.0214116 -0.109571 0.125175 0.112829 0.00215857 -0.0737364 -0.0338768 0.368986 0.280569 -0.177015 0.00618049 6.97049e-05 -0.0596225 0.129135 0.0129501 0.153646 0.26639 0.00725839 0.493964
internal_count=361931 170579 80814 66858 43803 2725 13956 9089 4867 41078 37727 16012 10397 5615 5581 3854 9704 8895 1727 3052 4681 191352 179599 30549 2987 149050 5557 3764 143493 1644
shrinkage=0.05


Tree=2574
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 12 1449 1012 629 232 1430 728 712 1299 506 1172 21 1122 1458 1449 981 632 1177 955 865 21 1122 1106 841
split_gain=36.1108 29.6855 59.8213 35.6092 41.5084 29.8082 28.3647 26.3017 26.0478 26.3898 25.4733 24.3434 24.2211 23.8979 22.7303 22.4014 22.6514 22.0637 24.1227 22.1658 21.7106 21.3266 21.2798 23.2872 21.2343 32.1787 23.1049 35.8505 23.3155 21.1233
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.59727736220901595 0.74561756370782817 1.4711245761114824 1.6763192150694557 0.92584771804271815 5.1453031881338012 -0.49008176997875957 -0.63779424894106762 6.2176215555430128 -0.86624783496930458 0.85199028794622211 1.0000000180025095e-35 0.79579885031402708 -0.82108684835595114 0.74561756370782817 -0.38896401988591511 -1.1226924480788913 2.6605302561394431 -0.56067130660624642 1.0000000180025095e-35 -0.32341995197817647 -0.23396764138772172 0.13077427138155354 1.1672291848996961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 5 29 6 7 -5 11 9 -6 15 13 -1 21 -15 -8 -17 18 22 -19 -21 -2 -14 -24 25 -4 27 28 -26 -3
right_child=1 3 24 4 8 -7 10 -9 -10 -11 -12 -13 17 14 -16 16 -18 19 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00012803885779281507 -0.00018065409000783789 -1.8125854502556102e-05 -5.6524618828959141e-05 -4.3015001954012392e-05 -0.00010334219678838127 -0.00023281136981331496 -0.00014657447385434743 3.9621565452825485e-05 0.00048232000354742147 -0.00062694123988860215 -5.6056436099457097e-05 0.001280206620555744 -0.00023797158341431292 -0.00015277419531783677 0.00090738877676142837 0.0001455622673597549 -2.1625024782535409e-05 0.00030882624224115183 -0.00020384497093090629 5.4530189515164542e-05 0.00031147539900301614 0.00010661461040893125 0.00010159268844599499 -0.00064881033829776653 0.0001675341328223936 9.7755060991129453e-05 -8.2633051233934473e-05 -9.5224628953958801e-05 -1.5136015653181431e-05 -0.00010597324477257157
leaf_count=3396 2463 112523 11351 9440 5609 20329 1328 7886 295 429 4378 42 1020 38282 70 23288 3875 2467 2064 10738 1826 4177 7860 188 8259 14799 30102 11224 6778 15445
internal_value=0 -0.0263298 -0.0530886 -0.00802858 0.0383058 -0.118388 0.0624163 -0.0903778 -0.113314 -0.140938 0.0896556 -0.118173 0.0533285 -0.121038 -0.151468 0.111902 0.124556 0.0742964 0.00270922 0.128965 0.091692 0.0108417 0.0496243 0.0860828 -0.0158785 0.0351156 -0.0424299 0.0110947 0.0842895 -0.029378
internal_count=361931 332372 155762 176610 48642 73249 42309 52920 6333 6038 32869 45034 29559 44992 38352 28491 27163 26163 11132 15031 12564 6640 9068 8048 82513 26150 56363 26261 15037 127968
shrinkage=0.000980392


Tree=2575
num_leaves=31
num_cat=0
split_feature=785 561 626 280 1041 401 885 391 288 495 1260 488 777 1110 518 276 755 1331 892 479 887 1466 765 872 1466 1451 1465 21 1460 1458
split_gain=17.8525 18.4467 24.7194 23.2162 23.2927 21.7971 25.2361 22.8558 23.4122 22.248 21.9352 20.6827 22.6731 24.2634 39.2225 20.1432 20.0383 20.6839 19.9736 19.9195 20.5069 19.5978 26.5051 25.9635 25.0672 25.0187 34.5889 49.7036 28.5624 27.1428
threshold=-0.86283290253235112 0.048699383522880162 1.7287267556628094 1.1929183031662667 -1.4103742824952998 1.6561475724042281 1.0000000180025095e-35 1.0000000180025095e-35 -1.1824864338860133 0.52784173437513504 -0.3906876841599089 2.5154378809643814 1.9791253606984889 -0.748441887291726 -1.1475117215278117 -0.065514022389052809 1.0000000180025095e-35 -0.71945885469957582 0.59794297480505565 0.50516169945656497 2.9847407844241891 0.37829601484295772 -1.1746044832765594 3.0757328524286596 0.33394102906587103 0.34500621528061176 -0.37751161810755612 0.2439032738895319 0.69190404625496948 1.8460070869938618
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 21 5 4 -4 7 9 10 11 -7 18 12 -9 14 -14 -13 17 -15 -3 20 -10 22 -2 24 -24 26 -23 -28 -29 -27
right_child=1 2 3 -5 -6 6 -8 8 19 -11 -12 15 13 16 -16 -17 -18 -19 -20 -21 -22 25 23 -25 -26 29 27 28 -30 -31
leaf_value=0.0021802340426259484 -0.0067901039951947691 0.001976190426131702 0.042517524550902193 -0.012829161581119457 0.0055433665988396377 0.00028492603141258029 0.0094915340136284606 -0.00027967453191437484 -0.003760431641760801 -0.025540181113826291 -0.0032162134809464644 0.019511365074019665 0.32848384568770295 -0.06544747313657602 0.062821144613367158 0.11337154574578895 -0.030090438042233648 0.083474273397705384 -0.0079955999002575898 -0.010176098559664061 -0.050820006200744589 0.0054299545397672013 -0.0002214209680044424 0.011832542701404811 -0.012066862342608696 0.0035537095028031341 0.0017768033088304122 -0.014440106013638619 0.0023525263879340527 0.016003000982811127
leaf_count=29559 10850 26699 305 1166 6695 2590 3409 4034 26702 492 41150 135 28 22 76 42 169 79 3611 16483 234 9632 138448 1934 2519 14354 11363 5422 1645 2084
internal_value=0 -0.0127674 -0.0354663 0.0903241 0.136149 -0.0442353 0.0752561 -0.0529427 -0.0998233 -0.0795385 -0.0279751 0.0981735 0.0535901 0.788346 2.06154 0.94334 0.298031 1.09163 0.0193881 -0.117249 -0.0802281 0.000797427 -0.0119887 -0.00449426 -0.00849172 0.0416706 -0.000931719 -0.0591815 -0.207452 0.107392
internal_count=361931 332372 134121 8166 7000 125955 6491 119464 48004 3082 71460 4585 4408 374 104 177 270 101 30310 43419 26936 198251 153751 142901 140967 44500 28062 18430 7067 16438
shrinkage=0.05


Tree=2576
num_leaves=31
num_cat=0
split_feature=819 890 407 795 660 728 784 353 580 1452 222 854 797 794 710 484 560 637 659 1199 145 1227 332 1039 503 20 21 1316 1048 828
split_gain=35.2629 32.9026 32.8961 38.062 36.8356 30.622 25.6652 24.98 25.9669 27.0291 26.6191 24.8075 76.4049 32.2399 30.8891 29.4436 27.1659 26.139 24.6689 24.3847 24.1484 23.6277 23.4828 27.5176 25.1336 24.1876 23.4017 24.0701 23.7918 23.0979
threshold=1.0000000180025095e-35 -1.0182342416987082 -1.2965003005540392 -0.29258408639884992 -0.72421686037558375 -0.49008176997875957 -0.43785067584756471 2.0190280521279411 1.0000000180025095e-35 0.96217136071467979 1.975800804500383 -0.87473648844905705 0.63961785378869596 2.2041218380651819 1.7745879959826432 -0.36962221474058471 0.33732017733152231 2.5185634251976823 2.2359170208873898 1.8260941469436185 1.0473022320222962 0.45217487547399066 1.0000000180025095e-35 -1.0723541775650383 2.6210281118337249 -0.20294198354852269 1.3785497256249488 -0.54250968558071666 0.80868441224455456 2.4043974048115762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 -3 4 5 -4 7 8 10 -10 -6 12 -5 14 15 18 17 -16 -13 -18 -11 -15 -17 -24 -25 -26 -2 -28 -29 -1
right_child=26 2 3 11 6 -7 -8 -9 9 20 -12 13 -14 21 16 22 19 -19 -20 -21 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-6.769170292217614e-05 -0.00010639327772638739 -7.7893416821371561e-05 -6.2548800992446332e-05 -7.7246180461255204e-05 -0.00010765839003160776 0.0001384468007877051 6.4474604230218641e-05 0.00022021550210786836 -8.6978586169684263e-06 0.00015018108246275203 0.00029274337704426407 8.4951882625689003e-07 0.00028652287864693585 0.00016250299413549167 0.00015028519943549915 -0.00015258055882536866 -0.00018106280845749836 0.001069960517826155 -0.00023861230079035313 0.00071407955336530362 0.00078923253521576641 -9.1108521557979906e-05 0.00028980984230861725 -7.5660651942718659e-05 -0.00013019706044384603 0.00082792539725377488 -0.00030216107480737824 0.00030650117497869005 -0.00029843428500052376 0.00012476445115688442
leaf_count=77357 43226 30778 3733 6249 20002 21098 25275 1671 18565 2041 810 35632 4063 6064 4552 22542 1821 131 2254 138 300 2280 975 23248 228 268 622 1780 399 3829
internal_value=0 -0.0148085 -0.0026095 0.00641897 0.0388965 0.108653 0.0118178 -0.0220492 -0.0337838 0.01989 -0.0925103 -0.0212009 0.0779137 -0.0321161 -0.0442972 -0.0561271 0.0941296 0.180493 -0.0122531 -0.117678 0.238226 0.0960178 -0.0947456 -0.0530158 -0.0674094 0.421344 -0.0908864 0.104938 0.209005 -0.0594914
internal_count=361931 315904 234718 203940 93495 24831 68664 43389 41718 20906 20812 110445 10312 100133 91789 85147 6642 4683 37886 1959 2341 8344 47261 24719 23744 496 46027 2801 2179 81186
shrinkage=0.000980392


Tree=2577
num_leaves=31
num_cat=0
split_feature=785 728 647 590 727 784 921 1022 1016 859 346 1249 1040 759 834 678 677 982 913 792 350 306 641 139 7 1109 912 85 356 846
split_gain=35.064 27.1035 25.6574 65.4397 25.2396 24.8804 30.7998 25.5591 25.3331 24.4728 22.9373 23.9581 28.8942 23.1655 22.6906 21.657 23.8586 21.3194 21.1463 20.9295 20.8202 24.5994 22.1974 21.9924 22.9133 21.9778 21.61 20.7665 20.5797 20.4263
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 6.0948733974029876 1.0000000180025095e-35 1.7621802667917166 -1.0282579537198486 -0.87246257202899724 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 1.6307671772553987 0.87502240502720785 -1.3649002260363143 -0.84635152736077035 -1.3274107148674466 -0.88459116152366701 -0.53268848306471728
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 -1 7 20 8 10 -8 11 12 14 15 -2 16 -14 -11 27 -20 21 -7 -23 24 -22 26 -24 -10 -5 -4
right_child=1 2 29 28 -6 6 9 -9 18 17 -12 -13 13 -15 -16 -17 -18 -19 19 -21 23 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.6601453399407881e-05 -0.00034970265917212451 -6.6911392531482087e-05 -1.8607129095451028e-05 -0.00021254872655349473 0.0001084984676599983 -0.00016688205515784908 0.00043785680616272791 -1.9579907061165095e-06 0.00020744615851660901 0.00012867691045441684 -0.00020208465766715476 -0.00021678274825529201 -7.3116222432042385e-05 0.00079558369029697311 0.00098736818492878883 0.00083912825461892769 0.00013096874628300368 -0.00047739018606791906 6.3055734784791631e-05 -4.1972532950303752e-05 8.7206448465102868e-05 0.00017559560860874989 0.0012981397201128847 -0.00020584556664231637 -9.3982442550310656e-05 -0.00021958063357210074 -0.0004618958638251003 -0.00020275402393317104 0.00054964634646718588 -9.7891482594800427e-05
leaf_count=12551 2747 4821 29774 198 17008 6553 1153 103001 733 6164 14802 6707 13021 210 95 102 3683 278 13657 26285 18137 2409 77 1716 4012 1585 62 5248 1186 63956
internal_value=0 -0.0243267 -0.0610081 0.0845728 0.0541583 -0.0121315 0.0352248 -0.0236857 -0.0559255 0.155944 -0.109669 -0.0663805 -0.0255465 0.00899541 -0.304377 -0.00181878 -0.0114052 0.106666 -0.0238608 -0.00631204 0.00661693 -0.0777788 0.0501672 0.0408338 0.0579276 -0.147166 0.682812 -0.154736 0.46661 -0.0726662
internal_count=361931 332372 99935 6205 29559 232437 42146 190291 87290 7595 41367 26565 19858 17016 2842 16806 16704 6442 45923 39942 34551 10686 4133 23865 22149 1724 139 5981 1384 93730
shrinkage=0.000980392


Tree=2578
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1022 1016 1002 728 346 678 1040 759 1249 746 21 1122 1458 1449 423 209 1177 632 846 848 913 85 73
split_gain=33.0015 26.3054 26.296 32.6835 26.4163 26.0993 67.0583 25.1991 26.6772 23.0996 22.8093 22.4626 23.5098 22.1398 25.1093 24.7628 23.1932 21.645 23.9503 22.2339 21.7235 21.6437 21.4783 21.4066 22.2336 20.8886 20.8308 20.7283 20.9635 20.7151
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.69854289147193727 -0.49008176997875957 0.035432810015840331 6.0948733974029876 -0.8740075305771694 2.7993186572179827 0.63898029052325456 1.0000000180025095e-35 1.0000000180025095e-35 0.79579885031402708 -0.82108684835595114 0.74561756370782817 0.10714457403156959 0.23696906566319156 2.6605302561394431 -1.1226924480788913 -0.53268848306471728 0.20792164000855923 -1.0282579537198486 -1.3274107148674466 0.92727673172575076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 7 -4 -5 6 -3 8 11 -6 -1 12 13 -2 15 16 26 18 23 -19 -21 -16 -11 24 -12 -7 -15 28 -10 -29
right_child=1 5 3 4 9 25 -8 -9 27 22 17 -13 -14 14 21 -17 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00012682110129322486 -0.00029450122295028998 -6.9504098925896897e-05 4.0581984285467218e-06 -0.00012051221842562244 0.00026184972891417282 -2.0268935793351232e-05 0.00046163667659892394 -5.3037831726856413e-06 0.00020833380221316241 -0.00040013603478341052 -0.00023744985221552288 -0.00020534035241312931 0.00073560907733726346 -1.5207323185907683e-05 0.00011115589643469252 -0.00023330661807293622 0.000135550284325103 0.00030411307182120334 -0.00020720712102496519 4.9237757385247133e-05 0.00030648138615299239 0.0014060169539007363 0.00021389638394881525 -0.00060637115245842487 9.7161710493660664e-05 -0.00010042648308633076 -0.00024691270532628881 1.1846105133222384e-05 -0.00020382177396033064 -0.00012903350995552016
leaf_count=3396 3815 4821 34551 1294 5339 29774 1384 103001 733 480 983 14802 121 9945 202 5230 3133 2467 2064 10738 1826 130 482 225 7860 63956 3989 33349 5248 6593
internal_value=0 -0.0270853 -0.0150722 0.0336099 0.157943 -0.0632114 0.0836361 -0.0269471 -0.0589432 0.212972 0.0491073 -0.114042 -0.0712445 -0.0787795 -0.0522322 -0.0630472 -0.0202644 0.0694816 -0.00144134 0.123687 0.0863311 0.638615 -0.085715 0.045339 0.0615067 -0.0749613 -0.0752952 -0.0260326 -0.155594 -0.00866209
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 6301 29559 41367 26565 26444 22629 22297 17067 26163 11132 15031 12564 332 962 9068 8843 93730 13934 45923 5981 39942
shrinkage=0.000980392


Tree=2579
num_leaves=31
num_cat=0
split_feature=888 21 1470 522 773 630 691 21 21 1449 276 220 626 1458 1452 151 1469 151 629 1188 616 691 1463 1467 1468 981 976 3 556 14
split_gain=18.0929 18.4629 19.7452 18.3964 25.5044 23.1937 20.8668 21.602 20.0031 29.7065 25.0402 25.5901 24.8337 24.3609 26.9222 24.0079 22.8711 21.2807 21.4468 27.269 24.672 21.3281 21.2714 28.2543 22.6934 21.2659 28.8075 20.7504 20.7619 20.7367
threshold=1.0000000180025095e-35 1.7567652095367545 -0.75931692712540511 -0.71745339412579689 0.70271917444219445 -0.81339447905208451 0.11682074345248079 -1.8362818876253988 -0.32341995197817647 1.1079199123424177 0.8569231389451919 -0.19324090084172862 -1.4786940963837083 2.0019660229778804 0.70902136653063086 -1.109219914580782 1.510147188037138 0.068558684197317823 0.41457784020946126 2.0608762775566078 1.0000000180025095e-35 -0.13970449496049298 -0.098319110425498166 0.83807691599381584 2.4634311514058238 0.82168872333096732 -0.9376158752745799 0.6652418371101031 0.9850667724373191 0.42240466197659582
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 8 -8 10 12 11 25 -10 27 22 -12 -11 29 19 20 -19 -22 24 -24 -15 26 -5 -14 -29 -13
right_child=1 2 -4 6 -6 -7 7 -9 9 16 15 17 13 14 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0065402725981099814 -0.0034481173734208174 -0.012701100843041916 0.016086470166030264 0.0056984532416926546 -0.0023026537020264149 0.0012842904562574218 0.011701997642571913 -0.002557167184949756 -0.020480524366921188 0.0054358934064002102 -0.0064911401307161656 -0.0035182777885092334 -0.0026163718103287335 0.046605620533177336 -0.0051780096113532587 0.0098907277243897342 -0.032667265292206767 0.01205332437720846 7.7091721252271826e-05 0.04733448366346988 -0.0069805115681578966 0.025553004130117924 -0.020433278643278169 0.037193902782233605 -0.023160601185874555 0.0060571782703826137 -0.0064795566782928429 0.0023745249419598264 -0.0096031730666936224 0.0063334066873285428
leaf_count=12954 44637 408 1153 3364 17567 47145 1561 78252 1180 9778 1811 9118 66065 375 580 7481 242 6037 4505 213 2123 338 240 145 52 3381 15072 19881 2121 4152
internal_value=0 -0.0571856 0.177973 -0.00224745 0.0272233 0.0495094 -0.0127458 -0.0454244 0.00181901 -0.0167635 0.0373151 0.0155109 -0.0301831 -0.0264982 0.24203 0.147521 0.0944477 0.0621211 0.125139 0.192199 0.170653 -0.0441934 0.477047 0.104007 0.766055 -0.0476 -0.0817018 -0.0316554 0.0265029 -0.00536551
internal_count=361931 46198 1561 315733 77666 60099 238067 79813 158254 100659 57595 48303 90639 89459 1392 9292 10020 26486 13216 8711 8498 2461 812 385 427 21817 18436 88067 22002 13270
shrinkage=0.05


Tree=2580
num_leaves=31
num_cat=0
split_feature=859 789 65 1220 1470 428 353 258 639 419 319 704 831 543 223 1124 725 970 912 146 793 609 969 705 1177 827 154 1318 702 1110
split_gain=17.963 28.0235 26.6462 27.4168 26.7781 26.0801 22.9035 22.2055 21.7951 30.6079 24.549 22.0171 21.6562 21.6553 21.3247 23.1453 20.8442 19.8221 23.137 19.5949 22.7041 21.549 21.9383 21.3424 26.424 24.5475 21.7209 21.3969 21.1835 20.7062
threshold=-0.54135187694831066 1.1248358748350926 1.6527691397016595 1.0000000180025095e-35 -1.3545928909252491 1.502772742927575 1.0689666326672824 1.0000000180025095e-35 0.42721408539040334 -0.35498932923469723 2.3683501136148597 2.2797259290681011 -1.3105463059948057 1.0000000180025095e-35 0.098622420496379801 -0.96217659374717401 -1.7381742991555973 1.1436148070811052 1.6442246313874156 0.25614860359760816 1.0000000180025095e-35 2.9086430321303127 1.3863179709059346 1.3612027609086828 -0.93120338870675912 1.0000000180025095e-35 -0.36886088597714284 -1.0609878618019939 -0.63539055775197684 -0.91766087721601142
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 7 8 -5 14 10 -10 11 19 -4 17 15 -1 -7 -2 -19 23 -21 22 -22 24 26 -25 -6 -26 -27 -28
right_child=13 -3 3 6 5 16 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 21 -23 -24 25 27 28 29 -29 -30 -31
leaf_value=0.051674902533151316 -0.00021616459298120236 -0.0042695358991180895 0.11024343903710142 -0.0027266109861936983 0.017455685907361157 -0.065303268004180251 0.016009145259760323 0.018076550353873674 -0.010145997197051775 0.0012133891862820346 -0.012268909645773018 -0.014362854367958457 -0.012921447540962647 -0.0043011603460261505 -0.031919891043283889 -0.011284417035746903 0.0090194965149904063 -0.0050813497265384958 0.0092854695177536414 0.0015100163680125769 0.0070252682568656723 -0.026988918741932374 0.019404729509428564 -0.0001448006305094022 -0.010085855819266722 -0.013078646530811831 -0.017413128990955772 0.0004914419730547852 0.024927755272311763 0.0073005739261260963
leaf_count=59 188414 12559 31 7313 1970 41 1074 243 5443 10239 1964 931 4573 31461 623 617 6793 23246 1628 10303 11620 191 1835 1457 2839 282 579 30510 1255 1838
internal_value=0 0.015536 0.0278697 -0.0846944 0.0396697 0.0450008 0.0049037 -0.236968 0.0333822 -0.0481233 0.0497771 0.0559023 -0.245455 -0.0192492 -0.345044 -0.0950562 0.171007 -0.0118091 -0.0793254 0.0607253 0.109077 0.165362 0.175601 0.0298331 0.0150067 0.20967 0.176926 -0.00706209 0.399093 0.0347045
internal_count=361931 117182 104623 12991 91632 90090 8387 1542 83256 15682 67574 65610 4604 244749 1299 676 6834 213288 24874 64679 23949 13646 13455 40730 37736 2994 4387 33349 1537 2417
shrinkage=0.05


Tree=2581
num_leaves=31
num_cat=0
split_feature=1423 1457 1466 769 1463 1465 1449 1449 1452 1116 1426 83 1036 1429 1449 953 1367 21 1451 1454 289 764 1464 330 218 1466 1449 348 929 11
split_gain=17.3095 20.9654 23.814 28.0837 27.0202 73.7464 34.1169 43.1268 30.0084 24.0545 22.981 27.3754 25.2673 25.4078 22.0584 21.8528 23.2553 22.5415 25.5185 23.6723 21.4019 22.6123 20.8461 21.2709 20.8972 20.7526 37.6667 23.9397 23.4814 21.7097
threshold=1.0000000180025095e-35 1.5416109563948532 1.8034554541046581 0.096559257551254815 0.093599294775546141 -0.45749305878403218 -0.25215149739540188 -0.41360575089286639 0.065831437678632129 -0.49477472068547029 1.0000000180025095e-35 2.1827992373410878 2.10116745471908 1.0000000180025095e-35 3.6725314242296441 4.6418014113512003 2.5331827323310612 1.7567652095367545 1.1513566605169052 4.559288761755254 0.50418796885124906 -0.3842521728790203 0.045877637913672921 1.0000000180025095e-35 1.4720581802466619 0.041666216359983001 0.15253467723479217 1.4943868431389797 1.0000000180025095e-35 -0.46504073365342208
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 9 8 6 7 -6 15 -4 -1 12 13 -12 -7 16 17 18 -3 -19 21 -5 23 -8 -24 27 -27 -10 -28 -29
right_child=-2 2 3 20 5 14 22 -9 25 -11 11 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 24 -25 -26 26 28 29 -30 -31
leaf_value=0.00050274515455570328 -0.0021033224557158322 -0.0039163180745376861 0.016101829752310413 0.0063902810485482178 0.021783975688418944 -0.00010248180416634835 -0.0150160973964525 0.067297304208271833 -0.00071476567054646809 -0.0082161245079553046 -0.00017976514888263392 0.0075188408635963426 -0.015452524991316231 -0.0042542747389471827 0.04583278209700075 -0.10982822031228373 0.042350834088601408 -0.045968932019010728 -0.033275210234832993 0.057933276141024975 -0.04382358068876549 -0.031941962576701725 0.035569398988073132 0.018334597575818783 -0.04716236087819984 0.047734952109157062 0.015456588075251937 -0.014152154166450376 -0.033305560212851124 0.054556609239244769
leaf_count=171050 74863 4652 785 430 539 3893 388 340 2247 1031 49905 3646 2450 41908 120 22 108 29 382 100 300 325 536 507 45 360 589 80 143 158
internal_value=0 0.000441057 0.0717963 -0.104994 0.106983 0.211906 0.499768 0.80906 0.0263237 0.0493859 -0.00495503 -0.0351998 -0.0439857 -0.0380394 0.0272871 -0.0851871 -0.0751644 -0.0997004 -0.127285 0.716529 -0.391266 -0.193137 0.296332 0.0915582 0.607573 0.175408 0.408353 0.0600696 0.138825 0.683209
internal_count=361931 287068 18109 2871 15238 6368 2355 879 8870 1816 268959 97909 94263 91813 4013 5293 5271 5163 5034 129 1055 755 1476 895 581 3577 1092 2485 732 238
shrinkage=0.05


Tree=2582
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 791 746 691 789 583 550 639 706 1256 566 813 858 649 809 763 706 965 209 747 766 214 57
split_gain=43.9603 34.2209 46.6648 37.7889 37.728 46.3624 42.803 70.4799 35.6432 35.8838 31.2992 29.1337 28.9671 28.9808 28.3709 27.6302 27.3452 27.1664 26.9094 26.4481 26.191 25.2723 35.7967 29.2445 25.0538 24.5655 24.4041 23.7692 23.9279 23.7629
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.66766320980544069 0.29073615932568342 1.1248358748350926 -0.55326332990463356 0.29966714842153758 0.11942102837874842 0.85558832110916161 -1.3494139952004127 2.1710320005650359 2.1641256470006294 1.0825608069246189 1.0000000180025095e-35 1.0000000180025095e-35 -1.0292015572137354 -0.021001854390757971 0.1463002810917281 1.3930109656029248 1.6274895855248437 -0.45228654518479167 0.37772781070951184 0.72527224708021132
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 15 11 12 6 8 -8 18 10 21 25 13 -2 24 -3 -11 -7 29 26 -17 22 -10 -24 -14 -4 -9 28 -21 -6
right_child=1 2 3 -5 5 17 7 19 9 16 -12 -13 14 -15 -16 20 -18 -19 -20 27 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.4323324062932326e-05 3.9857562306324599e-05 -0.00015189212409728124 0.00033632812094838737 8.0828642590901906e-06 -9.9590389097849305e-05 -0.00010989974706579296 -1.1410879987300611e-05 0.0003690230152793667 0.00087773868077585147 -0.00048944043834382744 -0.00013375392433174739 -5.0558932509040275e-05 6.5786621199779357e-05 0.00025845780725088704 -0.00012718106438201431 -0.00012931169416378853 0.00016563494897577283 0.00010752888649395362 0.00010234174166396763 0.00040163741379897153 0.00025169656728271287 7.864070015194569e-05 5.3290848387286509e-05 -0.00019849938273771054 -6.5187798669030973e-05 -0.00017822547455626325 -0.00017624293987383066 -0.00077380258028496459 -0.00086461595115003601 -1.6533842994036582e-05
leaf_count=29559 16470 6191 4829 5700 73050 82453 18652 4131 210 380 11858 1127 16348 2851 11228 1462 6711 2811 3837 285 1794 13049 4599 7279 12286 415 362 191 90 21723
internal_value=0 -0.0322274 0.0476597 0.128773 -0.0392475 -0.0526187 -0.0315876 0.0547925 -0.0474975 0.00831517 -0.0252783 0.236586 0.0110569 0.0789429 -0.0251707 -0.0690588 0.142282 -0.102367 -0.0717786 0.273802 0.0901553 0.018894 -0.0714499 -0.0915254 0.0101619 0.302452 0.328395 -0.1559 0.13938 -0.0801129
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 44086 36995 6371 59183 19321 39862 9447 7091 85264 98610 5059 3256 25137 12088 11878 28634 5244 4493 566 375 94773
shrinkage=0.000980392


Tree=2583
num_leaves=31
num_cat=0
split_feature=785 519 727 728 803 666 609 678 382 533 678 689 1458 1425 908 1230 332 209 1366 583 550 639 706 120 649 728 1016 54 126 965
split_gain=38.3082 28.1581 41.3147 33.997 37.5963 53.6103 50.7939 36.3304 33.3841 33.2303 33.1174 30.5806 29.91 29.3184 28.2748 27.5075 27.4472 27.4037 27.2309 26.1785 27.5875 26.8059 26.0732 25.9802 25.3467 24.62 24.5315 24.5088 28.3413 23.9216
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 1.8992776531617575 1.1710607803345987 -1.4446427012740177 2.3457019632811744 1.0000000180025095e-35 1.4237363317142799 1.0000000180025095e-35 -0.55326332990463356 0.29966714842153758 0.11942102837874842 0.85558832110916161 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.1463002810917281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 3 22 19 7 10 -7 9 15 12 -6 -11 13 23 -9 17 26 -4 -13 20 -2 29 -3 -5 -24 -1 -16 -18 -29 -21
right_child=1 2 8 4 5 6 -8 14 -10 11 -12 18 -14 -15 16 -17 27 -19 -20 21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00012503152546196154 4.3906378471441527e-05 -0.00014237008700957441 0.00030170111979888634 -0.00010718287314554877 -0.00023721868609235703 0.00033227165612032629 -0.00057938574756589804 -0.00026573526615496901 1.153733036115353e-05 5.7422261369998934e-05 6.8440780006600056e-05 -1.9570487206168229e-05 0.0001254140757982398 1.0674139690152588e-05 -0.00011622723660499578 -0.00020961600934649887 -3.6821643808955464e-06 -0.00022077174195681375 -0.00010573735157903545 7.1768358203454821e-05 0.00025770759475024474 -0.00011681924767637046 -0.00012300138260482556 -0.00022347423169396944 0.00025298423595521786 7.7657630379734528e-05 2.6903139132611833e-06 -5.506427988144588e-05 0.00017135591001445679 -5.6648747221885519e-05
leaf_count=3396 16470 6191 5396 33622 2881 3683 279 3004 5700 12047 4547 39111 2639 7269 21922 529 25477 446 39586 16348 2851 11228 1462 26894 1794 26163 17786 3106 7818 12286
internal_value=0 -0.0239357 0.0487461 -0.0303353 -0.0430904 0.0782818 0.272973 -0.0501401 0.125256 -0.0731065 -0.0358782 -0.0460418 -0.120498 -0.133283 -0.0120476 0.226982 -0.00505869 0.267906 -0.0637688 0.017569 0.0822644 -0.0170172 -0.0614798 -0.155989 0.0936448 0.0581013 -0.0528282 0.0327183 0.111835 0.0174073
internal_count=361931 332372 21518 310854 251671 11390 3962 240281 12071 161168 7428 90744 70424 67785 79113 6371 76109 5842 78697 59183 19321 39862 9447 60516 3256 29559 39708 36401 10924 28634
shrinkage=0.000980392


Tree=2584
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 993 908 717 727 923 497 1077 279 1183 930 647 590 1452 712 346 374 815 783 968 21 1051 695 1423 349 810 576
split_gain=41.1522 31.2744 27.6274 27.3038 27.6137 31.458 28.4187 27.4944 45.3329 26.8704 26.4022 26.2203 26.6578 25.8359 25.2722 61.2428 25.2553 25.2013 24.4309 24.2469 23.7841 25.2597 23.5974 23.3569 29.9026 30.0489 25.3572 24.8582 23.7158 22.8152
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 -0.89727091510114898 -0.40729421879939548 -1.0939251288050857 1.0000000180025095e-35 -0.86449023226567734 1.461728259125324 4.2406324835638474 -1.2044915347063276 -1.5169683801573526 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 3.3900475580725948 -0.63779424894106762 2.4847975134223916 0.83501184199785239 1.6638054002796892 -1.0732212767954836 2.0084989127880917 -0.13431221002227373 3.0856045387256095 -0.70721591321319732 1.0000000180025095e-35 -0.76095704609305181 1.1023763779372591 0.66546334935299256
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 7 5 -5 13 20 16 23 11 -6 -13 -7 15 -3 -9 -1 22 -8 21 -2 -14 24 25 -10 -27 -28 -25 -23
right_child=1 14 -4 4 10 6 19 8 9 -11 -12 12 18 -15 -16 -17 -18 -19 -20 -21 -22 29 -24 28 -26 26 27 -29 -30 -31
leaf_value=-0.00013368785195999087 -0.00018560072266993256 -6.8003547446199029e-05 -7.6864284538950617e-05 -5.967127138178417e-05 -0.00011426497722296805 0.00039196097861886672 0.00017969737124216937 -0.00034036528557843755 -0.00026261145785482431 9.9812548747764919e-05 -0.00077783359812858271 -0.0003419412232113909 1.5512240877309482e-05 -0.00019339238730966469 -7.6019808175671722e-05 0.00043844109472512219 0.00088882340207559543 7.7226478357205662e-05 -0.00023674909139659409 0.00049092362230147553 -0.00019951105344789407 3.6118861620325261e-05 0.00016191235696943657 -0.00013892625576541711 0.00071692206657224277 4.7184456801637858e-05 0.00018036754782793475 -0.00024231963093312718 9.4828762825569294e-05 0.0002296713689214206
leaf_count=3225 2299 4821 35150 3778 9640 464 5068 3650 2887 4622 213 1054 87290 1503 93730 1384 68 26334 2020 1452 1826 15754 4981 20607 264 16306 1098 4503 2590 3350
internal_value=0 -0.0266997 -0.0136122 -0.00426306 0.0161584 0.115692 0.186807 -0.0378069 -0.0659879 -0.0487704 0.00496052 0.00644552 0.0160358 -0.0510766 -0.0660049 0.0782556 -0.316602 0.0582098 0.0195795 0.253694 0.0268764 0.0494315 0.0241618 -0.0669225 -0.0138692 -0.0232795 0.00589325 -0.153674 -0.117105 0.0748094
internal_count=361931 332372 232437 197287 117463 12265 8487 79824 56595 52877 105198 104985 95345 1967 99935 6205 3718 29559 94291 6520 23229 21403 92271 48255 25058 24794 21907 5601 23197 19104
shrinkage=0.000980392


Tree=2585
num_leaves=31
num_cat=0
split_feature=785 728 728 647 590 852 1307 968 937 1287 140 1023 1386 215 1461 1467 767 699 21 1122 828 1458 1449 365 557 1106 1177 632 1187 828
split_gain=41.4149 27.6173 25.4593 24.5637 61.0072 24.4441 33.68 30.4825 27.3991 27.8301 29.0046 27.5302 25.3191 24.5505 24.202 23.8168 23.6417 22.2928 21.5076 23.5198 22.3232 24.6897 24.5009 21.2099 23.6555 21.1343 21.0757 21.9179 20.9593 20.8495
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.6294210021612947 2.0695670359217271 -0.58363259351866237 1.0000000180025095e-35 1.8790564127931246 2.9333578212263807 -0.84280451707449677 0.2895601152112896 1.7888344948012227 3.2089320700182484 -0.56975008837771768 1.0757869465291681 1.0000000180025095e-35 0.79579885031402708 1.3412350531382633 -0.82108684835595114 0.8598774435242994 -0.78919497293715091 2.6809841244959602 2.646600810790332 2.6605302561394431 -1.1226924480788913 -0.75070321482760671 0.28926388411414311
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 15 7 8 12 10 25 17 29 16 -13 23 -8 -11 19 26 21 -20 -23 24 -2 -10 27 -4 -19 -7
right_child=1 3 18 -5 -6 6 13 -9 9 11 -12 14 -14 -15 -16 -17 -18 28 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012521300653203779 1.1949374201644853e-05 -6.5251665002645374e-05 -0.00022326759471119021 -7.128062144528455e-05 0.00044098051154592188 -0.00031985645066122669 -7.911988540177202e-06 0.00022829175404909108 -2.9844926737275611e-05 9.8706879313185009e-05 -0.00032552402217082371 -0.00068726797816210511 0.00015942601491771588 5.4299165581439764e-05 0.0013362509217187831 0.00017081708889380708 -0.00035212300800533162 -0.00054202403598003145 0.00037292544719501542 -0.00019249803517807336 -7.5215526752490399e-05 8.7956296768426032e-05 0.0004027295024136395 -4.4285696877068692e-05 0.00037844343753405728 0.0004519099184527557 -0.00058916694717328362 0.00010914597286698783 -2.7016018577064007e-05 0.00022137696399394035
leaf_count=3396 26933 4821 983 93730 1384 1038 2113 3232 29863 17232 1594 335 9025 2610 20 2490 3658 487 2131 2064 2000 9615 1285 127879 922 416 225 7860 2121 469
internal_value=0 -0.024259 0.0610204 -0.0612962 0.0811892 -0.0119437 0.0203763 0.0344382 0.0235903 0.00284728 -0.0384635 0.063597 0.12196 -0.134688 -0.533093 -0.0285883 -0.235263 0.073876 0.08248 0.011771 0.136372 0.169078 0.126999 -0.0325035 0.0243974 -0.0234956 0.0580649 0.0740795 -0.114599 -0.144374
internal_count=361931 332372 29559 99935 6205 232437 74213 65832 62600 52068 31873 20195 10532 8381 355 158224 5771 19840 26163 11132 15031 13031 10900 155734 27855 30279 9068 8843 2608 1507
shrinkage=0.000980392


Tree=2586
num_leaves=31
num_cat=0
split_feature=785 544 854 845 836 11 1452 1457 215 133 50 194 608 395 141 120 1450 59 1050 487 1221 1145 519 1065 382 712 368 559 146 1385
split_gain=17.9396 18.1947 18.5454 19.7695 21.0147 20.6109 22.1632 20.5966 18.0974 19.4358 18.0123 27.5601 24.9599 23.0708 25.8464 24.4853 26.8624 25.7415 31.1254 23.1479 22.5812 22.1206 21.498 23.1141 21.896 21.8395 21.1097 25.0045 26.3361 23.7521
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87473648844905705 1.5634775220986039 -0.71042929350659068 -0.43004099918132083 1.434259801303694 1.2569076175657832 0.76791904841885905 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 0.66665475971017707 1.0000000180025095e-35 -0.089666075025283606 1.0000000180025095e-35 5.3559123225395862 1.0000000180025095e-35 2.2545741331511802 3.8907472001618086 1.9111042213368361 1.0097750263760514 2.1420547332082829 1.0518754624258557 1.0000000180025095e-35 1.0000000180025095e-35 0.68790859133042659 -0.585644173485657 3.0783482178314734 -0.83148835040635605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 8 -4 9 -6 11 12 13 15 19 -2 17 -17 -19 -15 -13 -14 26 24 25 -24 27 28 -12 -30
right_child=10 -3 3 -5 5 -7 -8 -9 -10 -11 22 20 21 14 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.013573418978779556 -0.0031575357067236444 -0.0022080057146479921 -0.010307035840217834 0.014474875095084376 -0.0082739842779310912 0.0059060942017972072 -0.032893832460814572 0.029372938066519624 0.013498150615356553 0.012366449372099412 0.0032493645557862931 9.6661356275733499e-05 0.0097031163452922179 -0.004726487360126045 0.0014660151448416924 -0.0041494384533666178 0.053036390360080947 -0.015312871214346638 0.037070901297167495 0.041854497429804939 -0.0066737279272569691 -0.026641351585326524 0.0059518401104735226 -0.0081338783587222487 0.0036879996735628938 0.028531021411634574 -0.0064359430366705177 -0.00076340812395677706 0.076523820097093062 0.0094513006497353134
leaf_count=2141 39669 8361 2261 1522 2802 10553 279 158 867 615 22624 133212 2991 21524 21890 10914 77 15637 263 126 7528 296 825 836 2258 1029 5522 44931 87 133
internal_value=0 0.0436553 0.0770483 0.0558287 0.0349537 0.0651288 -0.0562603 -0.15223 -0.018425 -0.0869283 -0.0128311 -0.0235094 -0.0567268 -0.0646986 -0.0256745 -0.103482 -0.182891 -0.191279 -0.284211 -0.087529 -0.00441009 0.140703 0.015321 0.14603 0.210077 0.375983 0.00533926 0.0156257 0.0725539 0.768479
internal_count=361931 29559 21198 19057 17535 15116 4563 2419 4284 3417 332372 254127 113387 110100 43540 66560 26891 26814 15900 21650 140740 3287 78245 4948 4112 1854 73297 67775 22844 220
shrinkage=0.05


Tree=2587
num_leaves=31
num_cat=0
split_feature=1431 728 1158 595 706 829 637 997 354 635 426 705 357 908 1052 1116 1188 831 897 1400 453 910 498 671 569 690 840 0 967 1048
split_gain=17.8436 19.0581 19.9724 21.5859 21.172 21.037 20.0454 18.8103 32.5913 27.1177 22.6237 23.9665 21.7663 21.1158 22.5622 24.3526 35.8823 21.7324 21.4594 19.8834 19.5932 25.6682 19.0256 22.6132 18.9408 18.6947 19.9362 18.5751 18.5573 18.6629
threshold=1.0099929608726099 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5724059030450566 4.3216852530764838 1.294906803570927 1.8859961581257856 1.4538665454787782 -0.90310998112367791 0.86906712438610501 0.71877107111157812 1.7420108019108442 0.86741366220755578 -0.10466775533571167 1.6773290938278012 0.3706501070045945 1.2717112130552883 -1.0467026087416367 -0.78740640818211582 2.3178925073180721 0.19842437691568823 1.4485725463068948 1.0000000180025095e-35 1.0590060859919881 -1.3309826470879342 2.2007510576511109 -0.72641181067225224 2.7427154674634653 1.0220516617046431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 6 -6 -4 20 9 12 11 -10 -9 14 -11 -16 -17 18 -15 -14 -1 22 23 -22 -24 -20 -27 -23 29 -2
right_child=28 2 4 -5 5 -7 -8 8 10 13 -12 -13 19 17 15 16 -18 -19 25 -21 21 27 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.8253005104714467e-05 -0.001202016811600882 -0.0026409426513313607 -0.0005369138748249091 -0.011318750917705666 0.0039096864224721795 0.048943992495695143 -0.0094374470594037214 -0.015972632224862567 0.00037915850948188592 -0.0028730473277037258 0.050611069368936716 0.033656956277682483 0.094807823228970245 0.047801632752644166 0.011833150433565606 -0.059740784913048656 0.018739725953851441 0.042320400212056977 -0.030884187289724131 0.00052033081554791322 -0.01002859108309651 -0.0025052224463912223 0.026575893990134339 0.0046759699800246494 -0.044644972725049192 0.0068068706628453771 0.06608800127643151 0.015769052971306482 -0.021143836258821935 -0.0077791923961188884
leaf_count=191159 46307 30537 37708 8362 10620 151 4208 1686 773 4559 241 459 38 161 3210 163 129 264 174 97 3015 943 466 2924 67 1286 64 3216 1123 7821
internal_value=0 -0.000871037 -0.0318715 -0.079269 -0.00331262 0.0906405 -0.0277878 0.00979396 0.0921758 0.0536588 0.417199 0.279353 -0.234641 0.0940708 0.0434892 0.180053 -0.438377 0.298568 0.200572 0.662248 0.00447016 0.101062 0.00615738 -0.0350241 0.399734 0.117848 0.199972 0.236567 -0.0500926 -0.0441971
internal_count=361931 306680 91586 38899 52687 10771 41916 215094 13304 11831 1473 1232 1821 10010 8061 3502 292 1949 1685 135 201790 10631 6472 5939 533 1524 1350 4159 55251 54128
shrinkage=0.05


Tree=2588
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 968 937 1287 140 1023 1467 1386 647 590 728 215 1461 767 699 21 1122 828 1458 1449 944 1458 216 283 405 415 1177
split_gain=40.9785 31.5086 26.5763 34.7507 30.6528 27.1748 28.2692 28.9062 27.3092 25.4771 25.4344 24.9266 63.7776 24.4146 24.2233 24.0385 23.6786 22.3292 22.2887 23.4944 21.9627 24.4225 24.5983 21.8992 35.6678 33.1232 23.4838 22.6194 21.8383 21.1987
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6294210021612947 2.0695670359217271 -0.58363259351866237 1.0000000180025095e-35 1.8790564127931246 2.9333578212263807 3.2089320700182484 -0.84280451707449677 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 0.2895601152112896 1.7888344948012227 -0.56975008837771768 1.0757869465291681 1.0000000180025095e-35 0.79579885031402708 1.3412350531382633 -0.82108684835595114 0.8598774435242994 0.53713281317862982 -0.06493454140346698 -0.8391142249635104 3.0021117721284316 1.0000000180025095e-35 2.9937019736364952 2.6605302561394431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 9 4 5 10 7 -7 17 23 -4 12 -3 -1 16 -10 -5 -8 19 29 21 -20 -23 27 26 -26 28 -2 -25 -15
right_child=1 11 3 14 -6 6 8 -9 15 -11 -12 -13 -14 18 -16 -17 -18 -19 20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00012404070005191077 -3.9065302745844534e-05 -7.1845609993572459e-05 -0.00014226628210497566 -9.5596296305082003e-06 0.00022880870901763044 -2.3159857090564665e-05 9.9290397091615157e-05 -0.00032489177870244818 -0.00068430546341207007 0.0001753303872812104 0.00015916289360898319 -7.5980285774295627e-05 0.00044522699204228465 6.8243966960532875e-05 5.0498122773530427e-05 0.0013337217128493095 -0.0003535882897631481 -0.00011180509388240153 0.00036926842631198432 -0.00019663468767053993 -7.5656926668453447e-05 8.5633325175681641e-05 0.00040094645397580845 -4.3764609298384651e-05 0.0002725056730781268 3.5607226040306759e-05 0.00098079716664132275 -0.00014118707467800085 -0.00067363625496268565 -0.00059517576352765568
leaf_count=3396 100472 4821 1507 2113 3232 30279 17232 1594 335 2490 9025 93730 1384 8843 2610 20 3658 2608 2131 2064 2000 9615 1285 23101 3349 12547 114 15762 389 225
internal_value=0 -0.0265581 -0.0134083 0.0202746 0.0345581 0.0236858 0.00304422 -0.0385556 0.0642429 -0.0307364 0.121606 -0.0660312 0.0772526 0.0582322 -0.137018 -0.530501 -0.236803 0.0744616 0.0792395 0.00729871 0.134092 0.166531 0.124694 -0.0347797 0.0109215 0.0900229 -0.0473702 -0.0510248 -0.0524028 0.0535545
internal_count=361931 332372 232437 74213 65832 62600 52068 31873 20195 158224 10532 99935 6205 29559 8381 355 5771 19840 26163 11132 15031 13031 10900 155734 39500 15896 23604 116234 23490 9068
shrinkage=0.000980392


Tree=2589
num_leaves=31
num_cat=0
split_feature=785 263 150 119 405 56 264 728 602 741 848 1469 685 816 1357 570 1458 1249 984 21 1468 1230 1460 1461 1451 715 1099 852 1461 497
split_gain=38.9537 28.142 34.187 33.8768 30.8854 29.3022 28.5729 24.891 24.4784 30.4197 31.9702 27.2516 27.2031 26.3123 24.3385 23.5821 23.4933 23.2195 23.6723 23.1978 33.8053 31.8995 25.3408 27.4858 23.787 23.0548 23.0406 23.5937 24.0054 22.9846
threshold=-0.86283290253235112 0.66115833724634121 -0.52571317712276111 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.92193233685461917 -0.49008176997875957 0.66849908449309148 -0.65696253498209489 -0.64563020612305322 -0.99193502463035566 2.3228665155769002 4.1763022496218918 1.3962008022525787 -0.66020926341496977 -0.44527173597200392 1.0461308128502937 -0.051427264962878326 -0.70163543588998201 2.3011637109198864 1.0000000180025095e-35 0.099810043912261961 2.5032120688259147 5.6954398451967423 1.0000000180025095e-35 2.267999517429018 -0.22706799479215015 6.7071069331598983 0.18233234504617932
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 5 16 -4 -1 12 11 -11 -10 13 29 19 -16 25 18 -7 20 22 -21 23 24 -5 -2 27 28 -23 -8
right_child=1 2 6 14 -6 17 8 -9 9 10 -12 -13 -14 -15 15 -17 -18 -19 -20 21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012871252388653242 -7.3157520517425146e-05 -5.4830765306561079e-05 -9.9883576749960201e-05 -3.9343613401591056e-05 -0.00020060512070597003 4.16166827838906e-05 4.5831998132409788e-05 7.4685743797561486e-05 0.00015361088237136945 0.00036676310352454304 -4.4530213613122256e-05 -0.00032270267257585418 -0.00022460421253287603 -0.00066448180878736572 5.2460070258981497e-05 -0.00017116659508913508 -6.4336747829515207e-05 -0.00015120142109129888 -7.9018120135470699e-05 -7.5357744104460534e-05 0.00028166445000084658 -5.8517891033509951e-05 0.00011629589622101623 0.00037658149792730878 0.00096027359592677254 -0.00026008755051334633 -0.00023254843152533869 4.4890168721367883e-05 0.00092371313837767601 0.00016144902111812939
leaf_count=3396 10059 25045 5921 24398 15655 23827 13677 26163 589 1012 2858 2079 1452 177 3598 11145 37040 6978 12947 42321 2282 17515 9073 723 82 11605 2624 33311 89 14290
internal_value=0 -0.0277106 0.0103269 -0.0398922 -0.0747851 -0.0610644 0.0453515 0.0549406 0.0654878 -0.0478457 0.0692566 -0.214794 0.0909636 0.103242 -0.0187873 -0.11584 -0.10607 -0.0195432 0.00159476 -0.0100388 0.039534 -0.0278354 0.019891 -0.0199895 -0.0348269 -0.183263 0.00579108 0.0140529 -0.0529278 0.108296
internal_count=361931 332372 67100 265272 118111 102456 42055 29559 36134 6538 3870 2668 29596 28144 147161 14743 58704 43752 36774 132418 36558 95860 34276 25203 24480 21664 53539 50915 17604 27967
shrinkage=0.000980392


Tree=2590
num_leaves=31
num_cat=0
split_feature=785 1309 200 1097 146 1303 61 1398 1088 830 878 712 422 1462 578 567 1010 633 968 21 1455 1450 1468 1467 1457 432 1249 1120 726 634
split_gain=43.0463 32.1415 35.8211 37.0836 28.6236 27.8587 26.9236 25.475 24.8739 25.1367 25.0611 24.8235 24.7865 24.4988 24.4844 23.5448 26.5033 24.0394 23.1905 23.1547 34.7706 28.6158 28.2504 30.9201 24.598 24.8597 26.3606 27.7153 24.7734 26.5193
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.67281916063428748 -0.95342879297703587 3.0783482178314734 1.7160994611581364 3.2658335243644596 0.044858320589037236 2.7639737144699819 0.70639586890216266 1.6473864309851525 -0.63779424894106762 0.9847938540803961 3.8184655586880809 -0.87905496296652397 1.7811711699895054 3.0713252103476614 2.3072570656327378 1.5275874431107141 -0.89074317784588486 0.46304910557563933 -0.67183755723879846 1.8034839195215984 -0.4611800328772096 2.1945478349411114 2.4219049411810651 -0.43734831800466095 -0.65680531739949766 1.0000000180025095e-35 -1.8373977045463186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 5 6 -4 19 -6 9 13 12 -1 18 -3 -13 16 -5 -17 -11 20 24 -22 23 -23 25 26 27 28 -2 -30
right_child=1 8 3 15 7 -7 -8 -9 -10 10 -12 14 -14 -15 -16 17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00013531615507792811 0.00071373114204152655 -2.020863277636759e-05 -7.8445576854305966e-05 -2.2883422778678708e-05 0.00014277339690861259 -0.00033686234376055724 -0.00051940520907954482 0.0013783773985841363 -0.0002538552933277302 2.4656736106809105e-05 -0.00013070182819717048 0.00024336942965962652 0.00024572600968894229 0.00027994964974062018 4.9440647793960645e-05 6.306611083847846e-05 0.00027349988073137609 0.00045342950570958498 0.00025538916436934844 -0.00011418528465703067 -0.00024735001507256849 -0.0001536637462587531 0.00055386287363507749 0.0002942363563817657 0.00034125082731575602 0.00032506756117594752 -0.00021057866087134588 -0.00014548686577678786 0.001622920630709823 -3.2702655401570661e-05
leaf_count=3225 470 72540 34729 102913 270 3139 1101 95 1821 14320 2358 3439 3380 1055 22895 7077 1269 676 2069 60698 1056 1534 795 2004 822 1042 11419 2490 75 1155
internal_value=0 -0.0319044 -0.0483596 -0.0281934 -0.0924421 -0.10011 -0.0961825 0.512618 0.000115187 0.00475212 0.0663513 0.0548196 0.0914678 -0.0153066 0.0752003 -0.00954246 -0.0189542 0.104408 0.0563869 -0.0912428 -0.0173888 0.142419 0.218578 0.116363 -0.086149 -0.111754 -0.138595 0.0370274 0.28779 0.0656958
internal_count=361931 332372 234829 149803 85026 37868 84661 365 97543 95722 22127 29559 19769 73595 26334 111935 104182 7753 16389 83560 22862 5389 4333 3538 17473 16651 15609 4190 1700 1230
shrinkage=0.000980392


Tree=2591
num_leaves=31
num_cat=0
split_feature=1430 1160 809 1092 1469 986 1436 1359 1356 1114 422 1242 1457 959 1370 702 78 1380 1280 221 150 637 5 69 1104 620 549 419 1109 805
split_gain=17.8788 38.2046 20.8244 20.4594 19.9201 21.5247 20.9932 20.4857 30.013 27.9435 22.5084 21.3195 21.6851 20.1336 20.2583 19.8452 23.5203 19.7092 21.2694 20.2731 19.5371 24.2034 23.8231 21.914 35.4389 21.3839 31.842 23.1987 21.3377 21.2399
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0127093791323547 -1.2673214316849539 -0.72236542271953108 1.0000000180025095e-35 1.0000000180025095e-35 2.0056820137573372 1.3023234623335387 0.1815504482713273 -0.94038477055650327 -0.21879035229057839 -0.98621059485438678 3.9168780112386941 1.0011523543616876 -1.3328494606332828 2.526866532973536 1.0000000180025095e-35 -0.38388891563105293 -0.21670947407920635 1.1924862052849872 1.4269663622630337 -0.36675794389770294 0.14634948027629488 -0.28959903995613662 0.63529134111439578 -0.28343463072927083 -1.5669902479044515 2.884808909995662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 7 10 -9 11 -6 12 -10 14 -8 -5 -17 -12 19 -19 29 22 23 24 -22 28 27 -27 -25 -2
right_child=20 3 -4 15 6 -7 13 8 9 -11 17 -13 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0174198227239389 -0.00061174799013936692 -0.00071379685498057293 -0.0006951253829847097 0.0060488569671707688 -0.01254177923754321 -0.0026908571561539076 -0.018603157099852715 -0.0042198789380543996 0.17329394688302521 0.14135483406246602 -0.0049160705383666532 0.0097687589439282487 0.0018183151549758588 0.0015043113782756668 0.19557128876199714 0.057499027424831289 -0.004217275969341878 0.16400426871668639 -0.046881272571167892 0.037924042200213455 -0.0033839038856969387 -0.0035219220811953649 -0.0040197796513462784 -0.023909930831723644 0.0055137831853658073 -0.0066258302372734328 0.0065918331342986304 0.0019243148331068039 0.0068165297980222785 -0.016700802628654251
leaf_count=833 105014 72525 22218 10247 22131 2392 2042 12232 20 24 8584 303 21 6811 20 64 3457 39 58 85 15441 10590 7130 308 8518 6395 10338 10823 21634 1634
internal_value=0 -0.0271702 -0.0738888 0.00280387 -0.106446 0.0587634 -0.123891 -0.154616 -0.0508582 0.602799 -0.195077 0.414777 1.99202 -0.0145956 -0.343074 0.0748802 -0.0603376 -0.0800921 0.86297 1.4063 0.0062309 0.0292975 0.0421543 0.053781 -0.00209469 0.0794632 0.0381585 -0.0214495 0.128947 -0.0155757
internal_count=361931 164106 77813 86293 55595 3225 52370 43497 12600 368 30897 344 41 8873 2062 13768 3521 8766 182 124 197825 91177 80587 73457 23959 49498 27556 17218 21942 106648
shrinkage=0.05


Tree=2592
num_leaves=31
num_cat=0
split_feature=21 846 1392 662 1202 851 143 917 691 1243 547 1116 50 777 350 1120 208 495 452 512 645 609 1043 290 843 1098 692 489 1400 812
split_gain=17.8222 18.8929 24.9998 24.961 23.4613 21.822 23.8956 23.9748 22.711 21.2567 20.7715 33.8561 24.6891 26.1241 22.0426 20.3733 26.7303 20.3434 35.8178 23.4299 24.4066 23.6333 21.6134 23.5904 21.5877 21.595 31.3704 22.013 21.6928 28.4612
threshold=-2.7818205974049124 0.65091154113977889 -0.42464238259473774 -0.58271687606615485 0.39441124349215584 0.68308976018130074 3.0703274795902598 -1.1184718134914526 -0.59623246162764965 -0.086724338367775336 -0.2980246578018278 2.8395370799469446 1.4829784501753427 0.91483700809476531 -0.36484362880717253 -1.6926702708073769 0.61634337381451176 1.5075595728232101 0.60725649753328859 -0.48835513880384507 1.0999280683389623 1.6285028476148826 -1.4176934986619927 1.0136934277979528 2.539957888746601 -0.37373492001924641 -0.36295802420958495 1.7349717362721566 -0.38819039159495611 1.3776039159878068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 17 7 -7 -8 -5 14 12 13 -12 15 16 -3 22 -19 20 21 -20 23 -4 25 -24 27 28 -27 -30
right_child=1 4 5 9 -6 6 8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.015014572215917258 0.0020335668711609655 0.05047510811795769 -0.011146573812697364 -0.00098209848360607211 -0.0070541969074426189 0.017789997703636765 -0.052825238371838334 -0.0049259805854900869 0.048729460451273438 -0.0046641008459709738 -0.0041305700543122431 0.03796623629752046 0.01012428956954628 -0.016708799416223514 0.0032169659695837093 -0.0048550749253850264 -0.038046187992780763 -0.0054130042294862424 0.018812203546571132 -0.012748664833016947 -0.020403568399851087 -0.0051241151695126073 0.00067626707956496522 0.013043976388618801 0.016718040805618836 0.005044185114369746 0.0054481835812200084 -0.019728355104554403 -0.0066945167760655167 0.018752136794440127
leaf_count=939 22417 210 4353 66055 15265 641 41 14763 177 37319 11139 223 1159 3964 18388 9972 102 13058 2215 665 268 606 89219 772 1061 6172 32399 838 6876 655
internal_value=0 -0.00805669 -0.00108743 -0.0273853 -0.0491878 0.0157802 -0.0677161 -0.079004 0.670252 -0.044039 -0.0224531 -0.0954356 -0.110947 -0.142354 0.0160212 -0.0781596 0.576701 0.0233919 -0.0504994 0.135636 0.211663 0.271294 0.0321412 -0.140092 0.0366014 0.0339578 0.0728371 -0.0198882 0.00248816 -0.0864935
internal_count=361931 360992 300570 125791 60422 174779 15622 15404 218 103374 45157 16485 16262 15103 28672 10284 312 159157 16812 3754 3089 2821 142345 5125 137220 136159 46940 14541 13703 7531
shrinkage=0.05


Tree=2593
num_leaves=31
num_cat=0
split_feature=785 21 407 1461 1461 1459 1461 1455 1454 1467 1465 1450 1460 1468 1464 1459 1457 1468 1453 1463 1452 1458 1468 1462 1454 21 1450 1036 1456 1455
split_gain=17.3934 18.664 27.739 24.0391 25.1735 25.5868 37.2606 27.0053 23.8043 42.6679 34.4512 26.9281 39.7283 44.9208 53.0955 39.9382 41.7105 38.2416 37.6902 37.2908 57.3047 45.0739 31.7551 40.1092 39.5222 31.3178 29.8063 23.3451 23.1358 27.552
threshold=-0.86283290253235112 -0.70163543588998201 -1.2965003005540392 2.5032120688259147 4.9249071153624486 0.015014468430795973 3.9993613276323443 0.14145834482007744 0.95531609900580594 4.808695702623436 2.873316917895123 -0.70617196192585163 0.099810043912261961 2.4634311514058238 0.28596086599967491 -0.088205869773288079 0.95845855468509078 1.5815342945870006 0.95496318747388242 0.26178017910560175 -0.019475121477309683 2.0019660229778804 1.1169629351287809 1.2253339163776633 0.060333104735255751 -1.0798509198017876 -0.15751379913150657 0.094713902560726024 2.7040346601522836 -0.17791328164125284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 5 6 -5 -8 9 11 -10 28 13 18 15 16 -15 19 22 21 25 -14 -13 -24 -25 -21 -23 -4 29 -2
right_child=1 2 27 4 -6 -7 7 -9 10 -11 -12 12 17 14 -16 -17 -18 -19 -20 20 -22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0021799437442634201 0.00095394650177293549 -0.0041235347783219658 0.00012290031276182971 -0.010158459021780874 -0.02737545974744612 0.021097432478205676 0.051858280275818118 -0.0022466777044115927 -0.0078017774650984903 0.035150348192616213 0.01268919581211172 -0.00091076636704994797 0.010963152225745974 -0.023085485224773675 -0.010322599936841115 0.037970280622146982 0.044707678823185069 -0.013112174212493827 0.011601735975269877 0.0022792407860954943 0.014218384245432423 0.058794754912339244 -0.021204917580136238 0.081254644120412001 -0.017509883920000555 -0.026149488148926609 0.010489396831536156 -0.0027092563164134043 0.016820444432569335 -0.010769253693956376
leaf_count=29559 5436 43986 142516 1193 210 1671 205 211 8470 376 1184 41474 8596 393 909 964 182 1325 3169 969 1775 329 2400 114 152 1267 243 54862 614 7177
internal_value=0 -0.0120476 -0.0222792 0.01842 0.197392 0.244667 0.0299526 0.55572 0.00949617 0.0246443 -0.100113 0.0196507 0.0407602 0.00505736 0.30509 0.526441 0.00264584 0.148166 -0.0141978 0.184217 0.0014336 0.270084 -0.035147 -0.313668 0.62755 -0.265269 0.818733 -0.0119971 -0.0823689 -0.10814
internal_count=361931 332372 241364 91008 3490 3280 1609 416 87518 77864 9654 77488 64261 49757 2448 1539 575 14504 47309 13179 4011 9168 44140 2666 266 2236 572 197378 13227 12613
shrinkage=0.05


Tree=2594
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 727 647 590 728 21 1122 346 1249 1040 759 1002 834 678 677 1458 209 1449 913 1177 632 350 306 730 783
split_gain=40.6586 29.2988 25.8755 34.8596 26.6028 26.2458 25.7811 24.6148 63.724 24.0831 23.3479 24.4417 22.8859 23.5377 28.9129 23.0904 22.7157 22.4935 22.0071 23.0249 21.7513 21.5735 21.4921 21.2386 21.2193 22.0752 20.9031 24.4834 22.8684 27.7624
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 1.0000000180025095e-35 0.79579885031402708 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 0.69854289147193727 2.0780443506202029 6.0948733974029876 1.0000000180025095e-35 -0.82108684835595114 0.23696906566319156 0.74561756370782817 -1.0282579537198486 2.6605302561394431 -1.1226924480788913 -0.57303265440660456 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 26 5 12 -5 8 -3 -1 11 24 13 14 17 18 -8 -2 19 -16 -12 -18 -22 -7 25 -11 27 -4 29 -28
right_child=1 7 3 6 -6 23 16 -9 -10 10 20 -13 -14 -15 15 -17 21 -19 -20 -21 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00012551917010784392 -0.00035521313603097566 -7.3710779555688567e-05 -0.00017167255684503242 -0.0001152262628027685 -5.9602665636026541e-06 -0.00015620211476395307 0.00026256560461118797 -7.6996951935673889e-05 0.00044300007875461734 -0.00023180744389341378 0.00031013510608608025 -0.00020509741768497261 -0.00020756564618178361 -0.00022107218211572785 -7.8303969973695452e-05 0.00078521268086985082 -0.000396505319090474 0.00097142144268764759 0.00083995791164308644 0.0001218211540862446 5.8456801078348435e-05 0.00021797412347213628 0.00031362926535987118 -1.0626588174668959e-05 -0.00059871041920873643 0.00010119831182157913 0.00012039485461187801 4.3592281710411609e-05 0.00014789561140329309 -5.9097815389441771e-05
leaf_count=3396 2747 4821 6553 1294 103001 5981 5339 93730 1384 983 2467 2064 14802 6707 13021 210 480 95 102 3683 10738 482 1826 39942 225 7860 5632 4133 5820 12413
internal_value=0 -0.0290904 -0.0164208 0.0318131 -0.0281874 -0.0610192 0.160045 -0.0671435 0.0751833 0.0553238 0.0761823 0.00259631 -0.115594 -0.0724317 -0.0320357 0.00246428 0.214245 -0.310285 -0.00832781 -0.0179496 0.1323 -0.0815074 0.0954546 -0.0284115 0.0497717 0.0658309 0.00140816 -0.0830323 0.0356601 -0.00295049
internal_count=361931 332372 232437 42146 190291 87290 7595 99935 6205 29559 26163 11132 41367 26565 19858 17016 6301 2842 16806 16704 15031 962 12564 45923 9068 8843 34551 10686 23865 18045
shrinkage=0.000980392


Tree=2595
num_leaves=31
num_cat=0
split_feature=1371 659 450 990 842 905 283 1174 409 87 1455 821 692 702 1260 497 416 1216 792 803 726 706 906 583 195 1240 1356 969 1470 76
split_gain=17.2747 18.8177 37.1629 23.5625 23.1556 22.7822 22.689 22.6176 21.8178 20.8595 20.8445 22.9094 24.2369 24.2428 23.5023 23.1538 25.6045 23.021 22.5759 38.794 23.8791 22.0495 24.3285 21.8305 21.8273 28.8801 29.6887 25.9086 21.2284 22.6701
threshold=1.0000000180025095e-35 0.62821384419828064 2.2203088264540187 0.65656536832909496 1.7899745841753394 0.29062216940339985 -1.1857451672171662 -0.096431925297309637 -0.30382463307837898 -0.29952349973335096 2.8565720557184995 -0.72370887929751782 2.9546412742372001 2.2275443133153514 1.1938910223575727 2.4192885550665473 -1.1789155832485718 2.3855481443271001 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 -1.0271373760236704 -0.13421995586630434 -0.99544907250003589 0.69976010066948824 1.0000000180025095e-35 2.0056820137573372 1.0000000180025095e-35 -1.3545928909252491 1.2673861255810437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 6 4 5 8 -3 -7 9 -4 11 14 13 15 -1 17 -17 18 28 -20 -21 22 -18 -23 27 -26 -27 -22 29 -13
right_child=-2 2 3 -5 -6 7 -8 -9 -10 -11 -12 12 -14 -15 -16 16 21 -19 19 20 24 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00090279216992465196 -0.0026213785279025955 0.0071336234699604347 0.020959693939833119 0.029963574827332768 -0.02800784533756473 0.006279704170930548 -0.0036613935778636282 -0.030217802516323247 0.030205419157126184 -0.01167971974590685 0.0065764722079657521 -0.018474068690537807 -0.019578017614818248 -0.0070627900887456456 -0.0078473870599654813 -0.019467857419152849 -0.020151873590144753 -0.0072555448403047564 -0.00060357380636510971 -0.005818137536874368 0.0014134645492168522 -0.012493507419430658 0.02262998447422207 0.014913894915979501 0.015324251505808226 -0.0095547804663514355 -0.083936716943295589 0.019797760317854889 0.002986814489684938 0.073085957247194785
leaf_count=72153 48317 2835 409 443 215 534 44129 306 633 441 6001 718 811 4763 9921 384 471 5733 90842 1091 1261 346 187 3891 540 524 75 2932 60996 29
internal_value=0 -0.00103231 -0.0422806 0.180037 0.0992494 0.159452 -0.0602424 -0.117133 0.313559 0.0947899 0.00673953 0.00335777 0.0165384 0.0182237 -0.0327851 0.0225553 0.158448 0.0175684 0.0218622 0.000582817 0.157549 0.197094 -0.148218 0.253616 0.21738 -0.0360258 -0.354595 0.289409 0.0549033 -0.294297
internal_count=361931 313614 49945 2981 2538 2323 46964 840 1483 850 263669 257668 175594 174783 82074 170020 5279 164741 159008 97265 6423 4895 658 4237 5332 1139 599 4193 61743 747
shrinkage=0.05


Tree=2596
num_leaves=31
num_cat=0
split_feature=253 1442 785 6 478 840 1028 775 182 1325 559 729 471 813 1465 639 1392 1461 1452 1465 13 409 350 220 501 491 566 692 369 1116
split_gain=32.8827 29.2412 26.7187 26.6102 33.6978 30.0098 24.4544 23.1903 29.1864 49.1663 28.3268 22.4464 27.0435 28.8948 23.2504 22.7033 22.3127 22.8564 22.2063 23.2565 21.652 21.6218 26.1319 21.2134 21.9827 21.1759 21.172 23.6814 21.1438 24.009
threshold=1.0000000180025095e-35 -0.962738934255707 -0.86283290253235112 0.93427749920578174 2.664053297859589 2.3196559528514622 -0.35861621905537377 -0.59625804416638128 0.80071687052116158 -1.3084102865293343 1.6551932622970298 0.75637635299260908 -0.93081268283970298 2.1641256470006294 -0.13762826918422091 -0.24092206275684755 3.0243454669273118 2.168355840084041 1.434259801303694 1.9404364142468602 -1.0872934095594717 2.2294551496329555 -0.71716351828313452 -0.84515323712952062 3.3456067236458451 -1.0739989091788384 2.3824772829776841 -0.066302349236698185 -1.0816224380724622 -1.537781887715471
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 18 4 6 -5 -3 -8 10 -10 26 28 25 14 15 -14 17 -2 -1 -20 -16 -19 -23 24 -17 -13 27 -9 29 -4
right_child=1 3 11 5 -6 -7 7 8 9 -11 -12 12 13 -15 20 23 -18 21 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.562483784553528e-05 -0.00012626377344427075 -7.1099256694670475e-05 0.0010933401037371564 -0.00014430137376231136 -0.00024132162949429124 0.00032562629320665603 0.00011003188898059845 -0.00010886424079299151 0.0010030269750278245 8.5077292511612397e-05 -0.00041144810270253606 8.9512016612497774e-05 -2.0719614685029824e-05 0.00027406587810974213 -0.0002315860530073682 8.8016122096830468e-05 0.00089162892374013343 2.9408904062265805e-05 -0.00032828875114568681 0.00053200673325694541 5.1224271986742566e-05 2.4318760995176545e-05 0.0014025168634116461 -0.00020528750543973384 0.0024964472318071773 -0.00016346027999099291 0.00031386965768235523 2.934705288019747e-05 -7.1906278765272832e-06 7.3294515898309891e-05
leaf_count=19323 41843 21854 119 14213 4463 687 12093 11828 245 6298 1197 2825 14356 1481 2030 1492 130 1409 1057 171 16931 145 121 9750 33 16476 730 12870 131114 14647
internal_value=0 -0.0523451 -0.00484326 -0.0292222 -0.0105381 -0.12166 0.000621026 0.0279429 -0.00293847 0.126859 -0.0374248 -0.0127495 -0.0518548 -0.0215641 -0.0336931 -0.0832117 -0.1113 -0.114918 0.0695075 -0.215576 0.0280439 0.158725 0.736893 -0.169871 0.134853 -0.134411 -0.0230399 -0.035466 0.00122185 0.0828594
internal_count=361931 130126 231805 86478 71578 14900 67115 45261 33168 6543 26625 211254 65374 46073 44592 25631 43648 43518 20551 1228 18961 1675 266 11275 1525 19301 25428 24698 145880 14766
shrinkage=0.000980392


Tree=2597
num_leaves=31
num_cat=0
split_feature=1022 1154 656 491 997 832 859 678 784 804 1458 1465 1457 1459 1449 1451 1463 1451 1465 1449 1458 1459 1467 1458 1458 1453 1459 1451 1465 1463
split_gain=17.1198 38.6463 27.3504 23.8131 25.6221 22.23 25.0005 22.3976 21.7691 21.638 20.6031 37.1281 33.3265 28.0678 41.3913 56.9073 45.2622 33.0706 30.8085 28.5637 28.4693 28.4182 38.0858 66.6026 30.0047 29.436 36.0122 34.5839 28.8386 31.9441
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.1177813601915951 1.2715548986558056 -0.55302200848745542 -1.2273445159281489 -0.54135187694831066 4.8175881778182967 0.9594655836162902 2.2521318533151415 -0.21238062798407994 -0.61415591281947812 5.8677642129807399 -0.26793547271153983 -0.23193492241610289 -0.38712238392461751 1.8538152441063134 -0.43512914386724005 -0.53311617936052513 2.5214482292721478 -0.32887380860668658 0.015014468430795973 -0.5459630455199368 -0.55383951697340417 -0.24405659694353735 0.62153978536180354 0.22065117554497152 0.97444554247727011 3.9123359101615605 2.2766972579015441
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -6 -7 -8 -4 -3 11 12 -2 14 17 16 19 -13 -17 -16 -19 -15 23 25 -25 27 -27 -23 29 -24
right_child=10 9 3 -5 5 6 7 -9 -10 -11 -12 13 -14 21 15 18 -18 20 -20 -21 -22 22 28 24 -26 26 -28 -29 -30 -31
leaf_value=-0.012114363412291888 -0.004707242085016921 -0.00018728294908665398 -0.0023563271439984179 0.0052048445111118145 -0.026675030748977226 -0.0010057086212336137 -0.008541168113314462 0.022109090844330759 0.0070711794104440194 0.0081752388027593517 0.0015447968726137514 -4.8500164293693037e-05 0.062877637040720566 0.0070062174865185983 -0.008728790049521807 0.047720503776596236 0.039236033715353648 -0.0067508619748809064 0.0074856571775139243 0.034369220574502139 -0.02325155830206865 0.025606919666118468 -0.0044942750289279458 -0.006935233735090778 0.055774060946536412 -0.047706904512613016 0.0084230304336548791 -0.0093823294290857756 0.036641302241442818 0.027970681732505959
leaf_count=8249 27625 86568 19925 4733 1164 14484 27824 264 4485 3561 91081 9914 67 12758 6170 200 237 10403 8444 183 1644 2614 13724 3418 86 181 975 412 194 344
internal_value=0 -0.0254136 -0.0719913 -0.0572485 -0.0719695 -0.11489 -0.105292 -0.159557 -0.00699405 0.00417306 0.00715896 -0.0156816 -0.0892591 0.0103745 -0.0332133 0.0560695 -0.105991 -0.0970096 0.172018 -0.146222 -0.178254 0.0553994 0.00772037 0.132893 -0.10259 0.312079 0.0206821 0.424774 -0.05987 -0.0723156
internal_count=361931 171257 81128 72879 68146 43736 42572 28088 24410 90129 190674 99593 27692 71901 37195 15234 6590 21961 8644 6353 12047 34706 21948 7686 3504 4182 1156 3026 14262 14068
shrinkage=0.05


Tree=2598
num_leaves=31
num_cat=0
split_feature=46 404 1463 227 706 968 779 634 635 432 1450 970 158 843 744 73 745 906 629 757 1250 1388 912 76 518 659 935 1469 1260 563
split_gain=17.0909 21.9766 24.1079 22.8332 22.4483 26.3707 23.7736 22.5527 22.0044 23.5097 22.7897 22.8695 22.5382 21.9842 21.1748 22.0986 22.1413 20.9462 21.4784 21.6299 20.8271 20.6838 20.1111 20.7883 20.616 20.4571 21.6207 21.0986 20.0434 26.4109
threshold=1.0000000180025095e-35 0.76881834321921005 5.6853485453425652 1.6420944083540536 2.0733145747592965 0.38256013435505387 0.52412997331538314 -0.15655233192041559 -1.0883698621170246 -1.0428798490706368 -0.3278807016401048 -0.31942551083439003 -1.0666545647344303 2.1284334098236743 1.0000000180025095e-35 3.6318420551784354 1.0000000180025095e-35 -0.83395547952291793 0.60902428496528238 1.0000000180025095e-35 0.22870347852710998 -1.1361688768378098 -1.972359139361866 -0.75800135036645444 1.0794040238867422 1.0000000180025095e-35 -0.67001986900751154 1.9035563409722784 4.7516474991337292 1.2664850692369165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 17 8 6 7 -6 10 -10 -2 -12 14 22 15 16 21 -3 -19 -20 -4 -11 24 25 -14 26 27 -24 -25 -30
right_child=1 3 20 -5 5 -7 -8 -9 9 12 11 -13 13 -15 -16 -17 -18 18 19 -21 -22 -23 23 28 -26 -27 -28 -29 29 -31
leaf_value=0.00025526148179562033 -0.013482209505770318 0.0034760869524478699 0.0059721987870013466 -0.017927533146051822 0.017336558246494684 -0.015871786338965421 0.038976694405875312 -0.0097222882735594346 -0.013896140876419109 0.056487277797540009 0.0048896843447927794 -0.0096102043339742552 -0.023053079890956021 0.01060270386538638 -0.00084090576447373028 0.069027197070817864 0.00096164331783375225 -0.0084569745424972528 -0.0038464365688506081 0.016211997967916301 0.062720155276027603 0.016718416962701651 0.017238046721600408 -0.0021055665109978743 0.024929762188175959 -0.0033569353919167899 0.0027716909768633778 -0.037002508614794295 0.016161312046333625 0.13276740296462886
leaf_count=226821 5541 4967 194 2501 1347 592 498 760 1992 240 3754 4146 1262 2031 2084 94 1209 14942 3029 989 106 931 2215 61788 171 5979 11185 115 413 35
internal_value=0 -0.0289537 -0.0148151 -0.0989876 -0.0169929 0.187082 0.286893 0.176512 -0.0229713 -0.011275 -0.128214 -0.0380902 -0.00579466 -0.0144134 0.160092 0.313825 0.264095 -0.0753914 -0.117688 0.0401206 0.58464 0.49128 -0.0208913 -0.0165225 -0.336865 0.0487446 0.0972031 0.298708 -0.0386875 0.507051
internal_count=361931 135110 108682 26428 108382 3197 2605 2107 105185 91744 13441 7900 89752 85194 4558 2474 2380 23927 18960 4018 300 1171 83163 81730 1433 19494 13515 2330 62236 448
shrinkage=0.05


Tree=2599
num_leaves=31
num_cat=0
split_feature=728 1470 1456 691 1124 417 696 567 647 1186 561 281 621 1250 603 337 147 1119 1383 671 1414 687 306 1464 1254 130 556 1469 499 211
split_gain=17.2774 18.9448 18.6121 18.4722 20.0271 19.1389 23.4255 22.4512 21.4971 20.4689 19.3426 21.7213 20.6757 20.023 19.9392 22.9252 19.291 20.2385 20.1123 19.3946 19.8515 19.3419 19.1963 22.3826 20.0177 22.2972 23.3957 30.0187 20.4819 18.5284
threshold=1.0000000180025095e-35 -1.3782462404802098 6.5329192360459878 1.4255342478983304 2.9119499769605071 0.34917881023931147 -1.2773354801455206 2.1737059611274008 -0.87782724458594241 0.76504175893807813 -0.8664948354579004 0.070741146133882951 -1.0538164097401208 -1.8983153725016144 1.0000000180025095e-35 1.0000000180025095e-35 2.1748025981474917 1.9829856158758405 -1.4834417553152 2.6425086185778714 -0.97215334875907178 1.332710058900785 1.0505480127069649 0.69243235155418315 2.4281037401539076 1.7243530357355066 0.65998888623069674 -1.2909259808610625 -0.56062971952550389 -0.59121479011447531
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 7 -7 10 9 -9 14 13 -13 -12 -1 -16 19 18 -18 -8 -21 -22 24 -24 25 -15 27 -27 -26 -28
right_child=1 2 -4 4 -6 6 16 8 -10 -11 11 12 -14 22 15 -17 17 -19 -20 20 21 -23 23 -25 28 26 29 -29 -30 -31
leaf_value=7.5968292673555864e-06 0.052000284489671457 -0.0016801253491789889 -0.058784385648036265 -0.0023100768897780042 -0.025533589572599796 -0.011711621214645543 0.0027904417936147081 0.038065210764513725 0.0047697337143216487 -0.026039631915093609 -0.023940470397144767 -0.0074636917772092906 0.0012706989780058059 -0.0031027500517541206 0.011270059667603208 2.1402371807904593e-05 -0.052528052433616149 0.046593234363669384 -0.007329658682126771 0.048528872294283529 -0.011334358696477745 0.0659295821610969 -0.00048309131818072179 0.012774551731563638 0.022750690558112369 0.04603739257860015 -0.0047301520021324935 -0.0093147338318291008 -0.00042638342925467051 -0.036093678873791418
leaf_count=18355 71 108936 83 26598 655 1622 69755 374 3611 72 805 4320 45255 51098 5297 4522 176 71 2197 62 1863 37 8146 1686 730 108 413 2440 1483 1090
internal_value=0 -0.0335247 -0.034564 0.00348856 -0.0553387 0.0098936 0.0378974 -0.00556485 0.154897 0.581914 -0.0104765 -0.0237767 0.0120363 -0.0512666 0.0421387 0.127288 0.0433716 -0.159863 -0.200758 0.0495293 -0.156903 -0.196767 -0.0475146 0.0389648 -0.0654543 -0.0746917 -0.254397 -0.118861 0.14601 -0.521984
internal_count=361931 109090 109019 252841 27253 225588 75783 149805 4057 446 145748 117574 49575 67999 28174 9819 74161 2444 2373 71717 1962 1900 67194 9832 57362 55149 4051 2548 2213 1503
shrinkage=0.05


Tree=2600
num_leaves=31
num_cat=0
split_feature=1097 269 1470 785 713 1455 809 1357 425 900 84 710 930 519 354 974 629 487 1331 1452 1470 567 755 450 1311 21 821 982 219 660
split_gain=32.3572 43.5535 35.4915 31.897 28.4547 26.3872 28.6551 27.1623 27.6407 24.6561 28.4907 25.793 51.5765 35.9368 39.5573 34.3152 32.1233 37.0357 30.3295 27.9398 28.1321 26.8213 26.7516 24.9703 24.9671 25.9543 37.1385 33.6074 31.4673 26.2414
threshold=-0.64966988391888181 -1.2832447556410924 -1.1417127449306028 -0.86283290253235112 1.0000000180025095e-35 0.35881941651261778 1.0000000180025095e-35 1.0000000180025095e-35 -0.5757741398909394 2.1273853924476502 1.4073521381958805 1.9207401787728819 1.0000000180025095e-35 2.1420547332082829 1.4862013929906015 0.37636433273224362 1.1923636192327456 0.81613437573249659 -1.2896425276375341 0.075388382208316021 1.4286179067084592 2.5094887342694556 1.8349057301109672 0.69231615738246322 -2.2008426408583226 -0.32341995197817647 -1.0305144854359449 2.7931427067886543 2.9802058735062937 -0.72421686037558375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 8 -4 11 -11 13 16 21 15 23 17 19 -14 22 -21 24 -13 -15 -5 26 28 -28 -26 -27
right_child=1 3 5 9 -6 -7 -8 -9 -10 10 -12 12 18 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=6.0247249130779348e-05 -8.8902238334568996e-05 -0.00017658784761464269 -0.00025004334003338451 -0.00074165439441305128 0.00010388482729520635 -3.405912710557977e-06 -5.7931577103664049e-05 -0.00024925902519297731 -2.1818027671363665e-05 0.00019806224155024442 -0.00028953865200767939 0.00030262616789915423 0.00079053895169435464 6.8672642617337675e-05 0.00048068712593382038 -0.00011027516931362694 -0.0003010659765446837 -0.00015550259156476662 -5.8450465914688508e-05 0.00045348959265807459 0.001353520817615718 0.00028459334423615307 -0.00021917995408045587 0.00034575738611980337 -0.00016905488843545422 9.2531313390248518e-06 2.9272893291561771e-05 0.00056157140442285054 0.0014776665837754306 -6.8146076436351492e-05
leaf_count=12690 32744 1859 6244 334 20222 25220 47030 17522 12008 4407 606 2130 174 5681 968 3420 469 845 7739 1648 136 1182 674 1661 7748 26534 41782 552 56 77646
internal_value=0 -0.00538115 -0.0542102 0.00525519 0.0829558 -0.0704289 -0.0941801 -0.160853 -0.0919883 -0.00436255 0.14304 -0.00876658 0.0808556 -0.0165703 0.091435 0.0563195 0.228167 0.273735 -0.0376674 0.344313 0.541154 -0.026378 0.208275 0.134637 -0.0291014 -0.0279882 0.0147487 0.03716 -0.155689 -0.047713
internal_count=361931 241217 120714 208473 22081 108024 82804 35774 18252 186392 5013 181379 13815 167564 11730 10762 5902 5433 7913 4588 1784 155834 2804 7342 154652 154318 50138 42334 7804 104180
shrinkage=0.000980392


Tree=2601
num_leaves=31
num_cat=0
split_feature=785 728 647 590 728 784 921 859 1022 146 462 706 1447 21 1122 1458 982 1177 632 1449 333 147 284 356 401 1016 876 772 14 1002
split_gain=35.4156 30.4581 25.1025 63.0854 24.9763 24.2742 29.8211 24.4287 22.8726 24.2916 22.4992 26.4147 21.8901 21.8324 23.0854 21.8829 20.9889 20.9776 21.5378 20.9249 22.6206 25.2304 20.6462 20.5112 20.0269 27.9995 20.0025 20.9385 20.5034 19.8257
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 0.9594655836162902 1.0525743831388839 -0.98545034728205338 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.8735003040925582 1.2420411362750934 1.0000000180025095e-35 0.79579885031402708 -0.82108684835595114 1.7621802667917166 2.6605302561394431 -1.1226924480788913 0.8598774435242994 1.6828651434218436 -0.47128145486788897 -1.5898347461846811 -0.88459116152366701 1.0000000180025095e-35 1.0000000180025095e-35 1.9171314223323328 1.103901784216901 0.41426113085206046 0.69854289147193727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 -1 8 22 -8 9 10 12 -12 -2 14 17 -15 29 18 -6 24 -21 -22 -7 -5 25 26 27 28 -17 -9
right_child=1 2 -4 23 13 6 7 16 -10 -11 11 -13 -14 15 -16 19 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012856571423886534 -6.882336333143242e-05 -6.6910477567755288e-05 -7.2237540861844386e-05 -0.00022052140284792532 -0.00022706410099298038 -0.00031146817061790703 0.00043762063757583891 0.00018022460004657551 -1.1705310110652738e-06 0.00031579442796136523 0.0015198403380307483 -0.00071648359498138574 3.7784701441890611e-05 0.00031005558214987063 -0.00019664089432277037 -0.0001658210017647581 -0.00047383711093617139 -0.00059409030838969857 0.00010257903494452165 0.00040832151643766158 -0.0018055553143005326 0.00031616961124077689 1.681627266115732e-05 0.00054017908344596802 0.00015588326595663055 0.00013419996767133463 -0.00095596567519080412 -0.00073594482237212015 0.00029206382565578274 -0.00013282638619785923
leaf_count=3396 75845 4821 93730 198 983 1203 1153 5142 103001 802 39 603 10001 2467 2064 2089 278 225 7860 1361 53 60 33348 1186 5540 2591 136 232 502 1022
internal_value=0 -0.0232422 -0.062143 0.0819121 0.0556891 -0.0102946 0.0365292 0.155445 -0.0217207 -0.0522731 -0.0567002 -0.579359 -0.0537283 0.0769961 0.00569681 0.131365 0.106193 0.0516282 0.0676353 0.0943257 0.340865 -0.640377 0.00835168 0.457038 0.0624432 -0.0255441 -0.165309 -0.128048 -0.0749848 0.130612
internal_count=361931 332372 99935 6205 29559 232437 42146 7595 190291 87290 86488 642 85846 26163 11132 15031 6442 9068 8843 12564 1474 113 34551 1384 11090 5550 2959 2823 2591 6164
shrinkage=0.000980392


Tree=2602
num_leaves=31
num_cat=0
split_feature=1323 428 1464 705 1458 1096 1465 1470 1459 1450 1462 1466 546 710 21 1454 1462 1466 1464 1468 21 1449 1452 1450 1435 1245 1462 1457 1458 1450
split_gain=17.1696 28.0109 26.1928 33.8586 30.4268 39.6536 36.5884 34.9672 34.9629 33.7253 30.878 28.7771 29.7923 34.5862 28.6781 28.5304 28.7721 27.905 27.8604 27.0545 28.5724 29.7901 27.0494 27.635 26.9775 26.7544 26.7351 32.0728 29.8325 27.0558
threshold=-0.27390051747756244 -1.0536737419441657 -0.46492268522126184 1.2926767139969917 -0.24405659694353735 1.3185420132932633 -0.51012015380722042 -0.62922350457312126 2.2026343062995877 -0.33386868244407664 0.045835862831430298 -0.095888829047244176 -0.60246384342380399 1.8739714802800056 1.7567652095367545 -0.33546787509067016 -0.016142070564296743 -0.15691252229830835 -0.42913060951834736 4.4254531621270878 -0.51252769393407926 -0.16476281433214623 0.22281241686935668 1.1911932593428711 0.89654117410713363 0.24547189000124239 0.10265607763050343 -0.45188726494709813 -0.33667850201143484 -0.63092099790393363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 26 -6 9 19 -7 15 13 -13 -12 16 22 -17 -4 20 21 -8 23 -9 -11 -23 28 29 -3 -28
right_child=1 2 18 -5 7 10 8 11 -10 24 14 12 -14 -15 -16 17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.001173251506693832 -0.0045377510909035482 -0.0108253259145649 0.026525568068021727 0.0083726830560093956 -0.0036636960717977584 0.016747992060896683 -0.0063089557814505611 0.0089127875132450681 0.026480314491760235 -0.0014517206299434835 -0.017877677053141951 0.0023670566027953442 -0.0078393121402092533 0.038280120109920157 0.058567445392183184 0.011338188799242598 -0.012927845947629749 0.051446526483870242 0.0018634272165176748 0.058960981274123414 -0.012726845992935326 0.053590469954185364 -0.012866887277468717 0.064114409055130411 0.01419633740412957 -0.0024553512248820732 -0.03127410856822007 -0.010629942976005924 -0.031402927000567481 0.030205494593898343
leaf_count=177685 17533 9056 495 4385 12210 2101 1100 2962 442 8660 729 3098 4145 315 64 5638 1449 185 96692 65 6688 266 902 96 1679 199 124 1107 1301 560
internal_value=0 0.00887015 0.0168266 -0.0174341 -0.0312371 -0.0809689 -0.105241 0.0183196 -0.0456352 -0.0623036 0.184161 0.0800561 -0.0274816 0.127481 -0.21205 0.152499 0.0287664 0.25697 0.0401889 -0.176402 -0.189737 0.107795 0.127872 0.221339 0.0211063 0.58819 -0.213978 0.0424935 -0.26613 0.414734
internal_count=361931 184246 166713 69526 65141 34141 31247 31000 19099 18657 2894 18790 7558 3413 793 11232 5409 5823 97187 8318 8253 1565 3960 3058 10339 465 12148 1791 10357 684
shrinkage=0.05


Tree=2603
num_leaves=31
num_cat=0
split_feature=50 56 1470 58 540 282 1180 247 651 768 843 223 912 830 840 915 1298 1459 1120 211 1150 840 261 320 1459 902 603 276 426 608
split_gain=17.0353 32.0772 20.9951 19.8054 22.5422 21.7398 18.9858 19.7338 18.9087 19.7722 21.4679 21.6423 18.992 18.8637 18.5055 19.951 19.4679 21.8281 20.068 19.3566 20.8782 18.7158 19.8144 21.032 31.4518 19.6852 19.6007 24.9176 19.4601 19.445
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 1.0000000180025095e-35 2.2707766433665819 -0.5075850345492211 -0.67119053421586294 -0.5923759285680229 1.1107569744011787 1.2026019002871917 1.858813923632791 3.0701443829635378 -0.60301937391985572 0.10263212122505845 -0.88747330380244938 -0.13263821421772579 1.0000000180025095e-35 0.73871680408646412 1.051837904716592 -0.83587959701700631 1.4765539603247655 2.2635064190068519 1.3197782039773462 0.88160724310766836 0.039894081809809197 0.29497799456313117 1.0000000180025095e-35 -0.51006205194772491 0.94858457489823378 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -5 -4 10 11 -10 -11 -8 15 -3 -16 19 -19 -18 21 22 23 26 28 -24 27 -21 -25 -29
right_child=-2 14 8 6 -6 -7 13 -9 9 12 -12 -13 -14 -15 16 -17 17 18 -20 20 -22 -23 25 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00043617370576514813 0.00037241733684206173 -0.0013093994443643072 -0.0049235653155594826 0.0383969856302755 -0.055297778540819242 0.034708062461522408 0.021008930422567872 -0.039910662576877094 -0.0037199470710715145 0.04266074566076531 0.02604293570596581 0.075561075314519138 0.0064803907817603361 -0.020472900385597632 -0.0016972330603162835 -0.01183301865481831 0.0068563880803433445 0.0052358264696492898 0.022346369176391472 -0.010825910389795829 -0.012105929479261358 0.011065489213526047 -0.0010193958006630335 0.0093847045601338219 -0.0093119660326387629 -0.016696602802372621 0.0043238461930949195 0.011211543584631674 0.032649907375121211 -0.0021958560032861352
leaf_count=319 197382 10393 66145 40 44 513 391 262 4882 291 283 43 677 202 30775 4587 5621 6423 832 3639 2025 1716 2192 2809 949 1450 7303 1579 424 7740
internal_value=0 -0.0252589 -0.0719282 0.156713 0.371772 0.446983 -0.082277 -0.545882 -0.0815843 0.0411351 -0.0156918 -0.058479 0.356386 0.142102 0.000349541 -0.0840437 0.0130023 0.0405174 0.144795 0.0184874 -0.00231077 0.0107331 -0.00330722 0.0200464 0.156909 -0.146276 -0.010078 -0.0586312 0.256507 -0.00190307
internal_count=361931 164549 74092 1771 876 832 895 302 72321 6176 5208 4925 968 593 90457 14980 75477 44702 7255 37447 31826 29801 28085 24443 4182 3642 20261 12958 3233 9319
shrinkage=0.05


Tree=2604
num_leaves=31
num_cat=0
split_feature=785 728 784 921 712 1022 1016 647 590 859 578 346 1249 1040 759 678 677 834 846 982 350 306 641 1109 912 139 7 1025 156 70
split_gain=41.2262 32.9641 27.9774 32.0415 27.6824 26.0884 27.6241 25.5083 64.3562 24.8639 23.5092 22.66 23.9795 28.6078 22.8992 22.5758 24.8522 22.1558 21.5985 21.1841 21.144 24.6675 21.9664 21.8941 21.8318 21.6789 22.7893 20.4541 22.6736 23.0847
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 -0.87905496296652397 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 6.0948733974029876 1.0000000180025095e-35 2.0780443506202029 -0.53268848306471728 1.7621802667917166 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 -1.3649002260363143 -0.84635152736077035 1.6307671772553987 0.87502240502720785 0.77266072190293822 1.5339652507612456 -0.16421685726011112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 20 -1 6 11 8 -3 -5 -6 12 13 17 15 16 -15 -2 27 -11 21 -4 -23 24 -24 26 -22 28 29 -9
right_child=1 7 3 9 10 -7 -8 18 -10 19 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 25 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014243347674102307 -0.00035191772030037532 -7.1794199954641343e-05 -0.00016631410997569981 0.00044367545486214218 0.00024484144291946481 -3.3479730593011797e-06 -2.3884266859158422e-05 -3.5594992825155413e-05 0.00044749901256833523 0.00013227349189417532 5.4595930813833253e-05 -0.00020540957081973578 -0.00022094588524325186 -7.905395690714726e-05 0.00078295503239955179 0.0008501935224841657 0.00012888484091910394 0.00096398700803594726 -0.00010431083028209267 -0.0004712218586847782 8.8505227390931314e-05 0.0001756302138551474 0.001301677115396957 -0.00021759284154723493 -0.00046650184443060164 -0.00020252153562974067 -9.2112109710858116e-05 -0.00015204141733167278 -0.00026508333962864492 0.00012634529212531839
leaf_count=3225 2747 4821 6553 1153 3439 103001 45923 12144 1384 6164 22895 14802 6707 13021 210 102 3683 95 63956 278 18137 2409 77 1585 62 1716 4012 6780 1940 8910
internal_value=0 -0.0265362 -0.0130867 0.0371058 0.0584226 -0.0253278 -0.0578498 -0.0669119 0.0780189 0.160085 0.0799768 -0.113827 -0.0708967 -0.0301277 0.00414625 -0.00660479 -0.0163721 -0.307188 -0.0785153 0.110435 0.00792279 -0.0770959 0.050965 -0.145305 0.682854 0.0423892 0.0593493 -0.0233562 0.00957413 0.0310435
internal_count=361931 332372 232437 42146 29559 190291 87290 99935 6205 7595 26334 41367 26565 19858 17016 16806 16704 2842 93730 6442 34551 10686 4133 1724 139 23865 22149 29774 22994 21054
shrinkage=0.000980392


Tree=2605
num_leaves=31
num_cat=0
split_feature=1097 269 1470 785 713 1455 809 770 1357 497 354 1181 915 416 710 930 900 629 487 84 1331 1452 747 958 419 644 332 791 606 1359
split_gain=35.2451 45.7254 35.1628 32.8591 29.4703 26.6981 27.5311 31.476 30.7379 26.6406 29.9761 25.5486 25.4596 25.242 25.168 53.7038 37.3778 34.399 37.7243 31.2689 30.8771 27.6683 27.3017 36.5471 33.159 31.5728 31.182 30.7784 33.7783 27.7846
threshold=-0.64966988391888181 -1.2832447556410924 -1.1417127449306028 -0.86283290253235112 1.0000000180025095e-35 0.35881941651261778 0.66649192610754393 -0.91925023408926976 1.0000000180025095e-35 2.2206245932530155 1.2841085960417071 0.49149133427676484 0.40079874301352708 0.92498559351530296 1.9207401787728819 1.0000000180025095e-35 2.1273853924476502 1.1923636192327456 0.81613437573249659 1.4073521381958805 -1.0674385962720063 0.4926003403048807 1.0000000180025095e-35 1.0000000180025095e-35 0.046512034601306478 -0.34929633066952553 1.0000000180025095e-35 1.0000000180025095e-35 2.1543936751333881 3.3960325551778485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 8 -8 12 14 -11 -10 -4 -9 16 17 22 18 21 -18 -17 -16 23 -5 -25 27 -27 28 29 -24
right_child=1 3 5 9 -6 -7 7 13 11 10 -12 -13 -14 -15 15 20 19 -19 -20 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=5.8995535862391989e-05 -8.9593203345832679e-05 -0.0001784383414657594 -3.7566609555614228e-05 -0.00011187703720359884 0.00010701326593671884 -3.647543664961328e-06 0.00016291560126338695 -2.5475839667662551e-05 -0.00023937034440987587 6.9549093653335637e-05 0.00048201162157755848 -5.6696500357405269e-05 -0.00021361932472445483 -0.00027496859753555608 0.00025189888857354056 0.00045700998672289504 0.00023903321646440926 -0.00032094250062386984 -0.00014913341342402499 -0.00029003831116759896 -7.5978786231191585e-05 0.00062092366048032191 -7.3388533926023764e-06 -6.9488076577557429e-05 0.00012336683466966197 -9.5949479480187121e-05 6.5383201286212808e-06 0.00012013536960097541 0.00025810631070693888 -0.00066446661484625112
leaf_count=12690 32744 1859 25653 33190 20222 25220 3784 12725 23679 7148 818 6939 7506 2518 3262 499 3866 455 841 566 7402 1108 34157 11222 7935 31048 27500 13003 2049 323
internal_value=0 -0.00397513 -0.0549401 0.00692595 0.0857585 -0.0710856 -0.094972 -0.0205329 -0.125167 -0.00284336 0.112525 -0.1938 -0.0737716 -0.0682276 -0.00892622 0.0807414 -0.0167098 0.235427 0.283881 0.175983 -0.0397982 0.358378 -0.0225559 -0.067317 0.0142454 -0.00361562 -0.040249 0.0344719 0.00296911 -0.0129122
internal_count=361931 241217 120714 208473 22081 108024 82804 19027 63777 186392 7966 30618 33159 15243 178426 13567 164859 5666 5211 4432 7901 4370 160427 52347 19157 108080 58548 49532 36529 34480
shrinkage=0.000980392


Tree=2606
num_leaves=31
num_cat=0
split_feature=785 710 585 628 21 187 432 1097 358 900 703 1455 1449 1466 1463 1451 1382 1260 498 1461 959 358 577 1199 496 1467 1383 432 1313 211
split_gain=17.6904 17.9763 18.9423 18.8027 17.9546 26.153 25.173 24.9585 24.5529 23.6998 23.6299 28.9961 44.8058 23.3192 23.2074 26.1492 25.3328 22.7414 22.2042 21.9526 21.8 26.5106 21.7225 24.1163 21.6905 22.4601 20.8917 21.3593 23.8107 20.6496
threshold=-0.86283290253235112 0.37152704119635049 1.0000000180025095e-35 2.5110968865152525 -0.70163543588998201 1.1282120477717485 0.71809987930811581 -0.95342879297703587 2.225779114795587 2.2712233209094213 -0.13675230553400289 0.75934798726561159 -0.4886477565438177 1.0000000180025095e-35 1.5602784260520435 0.10174874292923865 -1.0822635962586793 -0.3378683939426595 2.5426301931846376 2.5032120688259147 0.53634897431379003 -0.50833250108100925 -0.9250398530534788 0.59873601457820635 1.1293641644521659 2.7970633290015203 -0.42046599873913776 1.3813260107754386 -1.8469280103751011 1.954828356714988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 8 -8 18 -9 22 17 13 24 15 -14 -16 19 -6 -12 -17 -22 23 -2 25 -13 27 -19 -29 -30
right_child=4 -3 -4 -5 5 -7 7 9 -10 -11 11 12 14 -15 16 20 -18 26 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0069437111309902343 -0.0032579919578371447 -0.0042824361814689229 0.00052531472528925534 -0.037353157429306394 -0.00013326141201845884 -0.0047858401142253839 -0.010833814727439717 -0.002656415988848635 -0.0080293599195904973 0.029536965589667199 0.0033462058124712744 -0.017162603568159775 0.0093171706839963783 0.005819227786047038 0.037903752357483007 0.032839782580500826 -0.013765529764314383 -0.010592018841688413 0.013053374665637635 0.023333331402765514 0.04008835729117427 -0.010680345017732849 0.00010412665209603528 -0.019349443319514218 -0.061130469784642538 0.048119983209964114 0.001036889475626564 0.16440221177462877 0.0026144559394408792 0.082338857776950242
leaf_count=11556 7333 4728 13158 117 180180 26658 8249 19081 5382 279 18986 880 2378 1109 151 1437 605 5902 1535 665 187 352 33389 2975 145 52 13191 20 1168 83
internal_value=0 0.0448254 0.0670525 0.130302 -0.0112969 -0.0213355 -0.0134836 -0.0835524 -0.0046138 -0.0423577 0.0186055 0.0546479 0.181983 -0.09672 0.291413 0.35188 -0.0724113 0.0269817 -0.000235363 0.0834178 0.526511 0.146393 -0.0250057 -0.142894 -0.360906 -0.224796 -0.0326127 -0.151681 0.19721 0.145737
internal_count=361931 29559 24831 11673 332372 241364 214706 27609 187097 19360 91008 47311 7296 2186 5110 4354 756 40015 181715 19651 1976 539 43697 10308 1077 932 20364 7173 1271 1251
shrinkage=0.05


Tree=2607
num_leaves=31
num_cat=0
split_feature=1371 210 71 150 815 365 785 487 424 427 457 897 428 276 779 1380 10 1392 829 1039 1183 21 705 551 852 382 675 126 434 679
split_gain=16.8195 18.3693 20.1769 19.3189 18.388 20.323 17.7496 17.4586 25.1094 21.9472 21.7406 18.6534 19.9817 19.9949 25.7264 19.1314 19.325 21.4608 22.266 21.5765 20.9575 18.1462 23.3428 36.8361 30.1955 30.107 26.553 32.3167 29.7994 27.252
threshold=3.4357416210103824 0.95132045437722879 0.53037982555115859 -0.19677375130220282 0.67237773758774566 -0.89817789956178451 -0.86283290253235112 1.8321264847951528 -1.2029277808311833 0.29029071502720899 1.0000000180025095e-35 0.37963642173611067 -1.139024101534478 -0.71010866524912741 -0.58965119855857673 -0.32425406110009097 3.157509678295543 0.85005572540956142 -0.08428584614125563 -0.7564244176634517 0.42826670501072661 -0.70163543588998201 0.41040386000896778 0.84485483037156739 -0.22706799479215015 1.0000000180025095e-35 0.44359160413691395 -0.67811062752501949 1.9396388055582421 2.3187680814232108
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 -2 -6 -1 21 9 -9 11 15 -13 14 -14 -10 17 19 -19 -17 -18 -8 26 24 -24 -25 29 28 -28 -23
right_child=1 2 -4 -5 5 -7 7 8 10 -11 -12 12 13 -15 -16 16 20 18 -20 -21 -22 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.0023440607583957726 -0.019088541984804717 -0.0037658433518456126 -0.026669406501744278 0.048310140574700511 -0.05972776909179555 0.010338898248383004 0.0012778221233165463 0.017115540680409092 -0.00026745873161253378 -0.017417354170597695 -0.015965705002789921 -0.02510392999676991 0.021376334168904422 0.012431438575046581 -0.026332908651167487 -0.0004180606086535768 0.0022589496243363197 0.018343081649204063 -0.02288531993620212 -0.022278331884384942 0.10611257863707213 -0.002524351174930222 -0.0033889574960900485 0.011061693997223558 0.0011351799158148129 0.00056472148068073547 -0.0073218720964003219 0.0031242965200096754 0.026677548043684884 -0.015552704225741943
leaf_count=29307 3231 260 183 225 76 669 82047 1356 4129 379 4193 538 245 2374 570 886 75 508 327 3575 29 98837 30073 6294 52112 6156 7208 22650 386 3033
internal_value=0 -0.178706 0.213988 0.489061 -0.262629 0.0734358 -0.00425761 -0.0095625 -0.0877165 0.19738 -0.120015 -0.0754785 0.0768576 0.137037 -0.207852 -0.136643 -0.238653 -0.265482 0.0819381 -0.344627 0.657406 -0.00579404 -0.0160292 0.00984615 -0.00801744 0.11736 -0.0371895 0.0212364 -0.112886 -0.0565673
internal_count=361931 4644 668 485 3976 745 357287 327980 19184 1735 17449 13256 3727 3189 815 9529 5400 5296 835 4461 104 308796 226749 94635 82185 12450 132114 30244 7594 101870
shrinkage=0.05


Tree=2608
num_leaves=31
num_cat=0
split_feature=484 350 535 76 1242 1383 422 1035 1430 1436 1469 1312 625 1383 71 764 789 1079 979 767 980 885 1445 51 1467 859 900 702 566 1385
split_gain=16.7817 24.7047 21.624 21.5911 20.2608 22.793 26.4586 24.7201 18.8081 28.2748 22.5365 21.5787 20.666 25.2246 22.8908 21.4987 20.5566 21.462 23.555 24.9564 20.3774 24.119 23.6801 22.3574 21.001 20.4992 21.5272 27.4948 20.0201 24.3699
threshold=0.86097350900685499 -0.46893814160688857 1.0000000180025095e-35 2.9761799680137027 -0.34136483430171949 -1.5993300896787555 -1.6388435746763992 0.55655532513077766 1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 -1.1649641141064999 1.2618360017849535 2.6046191430957468 0.42303225576247733 1.1961335285054 1.1248358748350926 1.0000000180025095e-35 1.3236708327970526 -0.0068474133674648477 1.5301361205162765 0.35018306414905159 1.6380901172106308 -0.68916341501484679 0.17313111249397309 -0.54135187694831066 0.54117268135534224 0.60318410278069712 0.48760225212587333 0.33486688589846642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 6 7 -3 9 10 -1 -12 14 -14 -11 -16 20 18 19 -18 21 23 24 -10 25 -23 27 -27 29 -22
right_child=1 3 -4 -5 -6 -7 -8 -9 16 12 11 -13 13 -15 15 -17 17 -19 -20 -21 28 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0031320864180657869 -0.0034787967315874908 0.044475316667359467 -0.013240322873710554 0.041346025966334334 0.0013151552702187321 -0.0054468009327434926 0.01070921722044601 0.23224795948576291 0.0034767973098577404 -0.00044125001067295147 -0.025695020943446081 -0.0039094383550980095 -0.0066543074473808736 0.052668757867916277 0.0054224627591373193 -0.0062452307236866133 -0.040915929886507357 -0.0064533400975157265 -0.015540803625473923 0.0035061996313626056 0.0035987224465203957 0.007556316135312019 -0.0072896642018235999 -0.00037365680245682916 0.0086865986514377373 0.0023882256127563174 0.0068564036956393105 -0.0084415672699311977 -0.0092872688157224787 -0.010097611488408646
leaf_count=5454 14687 60 5387 178 25516 14391 779 22 25449 47011 1055 56211 7568 105 17337 2168 179 9405 1102 9093 6426 7054 2466 70395 10033 7283 4563 4343 4026 2185
internal_value=0 -0.0435457 -0.119682 -0.0105673 -0.0143225 -0.0872904 0.343494 2.09312 0.00122765 -0.0205253 -0.0648458 -0.0847244 0.00689398 -0.115856 0.0186066 0.0821993 0.0166357 -0.0515499 0.0194982 0.0545698 0.0258137 0.034073 0.0805192 0.0143979 0.0938423 0.0583999 0.0153703 -0.0350124 -0.0594059 0.00254259
internal_count=361931 61020 20074 40946 40768 15252 861 82 300911 136909 62720 57266 74189 7673 66516 19505 164002 19779 10374 9272 144223 131586 35742 95844 33276 23243 16189 11626 12637 8611
shrinkage=0.05


Tree=2609
num_leaves=31
num_cat=0
split_feature=785 728 784 921 859 727 647 590 1022 146 1447 982 21 77 1092 539 740 1266 635 356 350 306 139 7 641 1109 912 1002 710 678
split_gain=30.5824 27.4887 25.6835 28.7987 24.6371 24.2099 23.6024 60.4314 23.1761 23.1526 21.5129 20.7805 20.4879 21.6695 27.8338 24.3321 25.6988 24.319 29.5869 20.3272 19.976 23.5477 21.3143 21.7566 21.1932 21.2472 21.241 19.6794 20.8494 21.154
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.98545034728205338 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 2.7503861831498626 1.2420411362750934 1.7621802667917166 1.0000000180025095e-35 0.95053894427522623 2.9499917481720264 1.0000000180025095e-35 1.0000000180025095e-35 -1.0835298312780322 0.38565440839525605 -0.88459116152366701 -0.57303265440660456 1.0000000180025095e-35 1.6307671772553987 0.87502240502720785 -0.16610018842257618 -1.3649002260363143 -0.84635152736077035 0.69854289147193727 0.76029184741838574 2.2630177386489128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 8 20 -5 -1 7 -3 9 10 -2 27 -7 15 -15 16 -14 18 -18 -9 21 -4 23 -22 -23 26 -26 28 29 -6
right_child=1 6 3 4 11 12 -8 19 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.5594926698974725e-05 -0.00014875403131636746 -0.00014100598779284945 -0.00023555121831092676 0.00036358435918600133 0.00018732240547344976 -6.0855053483884286e-05 -0.00014620612260785561 -0.00029861192133798876 -7.9131101657055913e-05 0.0002262749106587595 -4.4088344307676698e-05 -0.00054681239929083036 -0.0001908413060466279 0.00040088083190458357 -0.0020651694740863231 0.00018122339590089759 -0.00011955065361510047 0.0002223642381347011 -0.0021413899026779784 0.00045075060270738019 1.1123443504520012e-05 9.7055744502065139e-05 -0.00027465941744623509 -0.00016416493711999831 0.0011991504973779413 -0.00028665198025590641 -0.00052204461332960677 -0.00020951066305563323 -0.00018285915873652014 -0.00069158879113640946
leaf_count=12551 76426 4821 6553 1153 4093 6893 93730 198 103001 802 10062 278 2366 1537 28 4311 133 1695 45 1186 18137 2409 1716 4012 77 1585 62 1022 932 117
internal_value=0 -0.101952 -0.0896875 -0.0417581 0.0755508 -0.0281942 -0.138191 -0.00022061 -0.101284 -0.131565 -0.13581 0.0264167 0.0282915 0.0948377 0.365179 0.0539857 -0.0550978 0.142984 -0.612013 0.366086 -0.0690287 -0.150883 -0.0356174 -0.0188133 -0.0264473 -0.217336 0.589315 0.0508524 0.104088 0.165764
internal_count=361931 332372 232437 42146 7595 29559 99935 6205 190291 87290 86488 6442 17008 10115 1565 8550 4239 1873 178 1384 34551 10686 23865 22149 4133 1724 139 6164 5142 4210
shrinkage=0.000980392


Tree=2610
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 859 727 1022 146 885 1016 1468 982 356 677 832 521 284 575 779 913 85 846 1025 156 70 365 1396 209
split_gain=29.7998 26.4344 24.8234 63.5314 24.3669 31.073 24.3204 23.2396 21.9384 23.9061 23.2998 25.6511 24.8593 20.7831 20.606 20.513 22.5139 20.8909 20.3057 20.0306 23.3272 19.9591 20.4831 19.9399 20.0513 22.5798 23.3222 23.3255 23.3982 22.3278
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 -0.98545034728205338 1.0000000180025095e-35 1.0000000180025095e-35 2.7503861831498626 4.8263866747680533 1.0000000180025095e-35 1.1169629351287809 1.7621802667917166 -0.88459116152366701 1.0000000180025095e-35 -1.1851270040707822 1.0000000180025095e-35 -1.5898347461846811 -0.34806466541374598 0.26837281532951079 -1.0282579537198486 -1.3274107148674466 -0.53268848306471728 0.77266072190293822 1.5339652507612456 -0.16421685726011112 -0.1604473193334959 0.24013347799604304 1.1088013290728909
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 8 18 -7 -1 9 10 11 15 -12 -8 -5 19 -17 -18 -6 -2 -21 22 -13 24 25 26 27 28 29 -4
right_child=1 2 23 14 5 6 13 -9 -10 -11 12 21 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.2236424936387434e-05 -7.8383666865892949e-05 -6.9212153404669353e-05 7.3386954148221253e-05 -0.00022263782102156419 -0.00031351428121773614 0.00043495463054219174 0.00012601935178697171 9.7933140910641918e-05 -6.1207676831554302e-06 0.00030863539589958262 0.00057888388887468965 0.00020731155216075894 -0.0011297430115738629 -0.00047260863072882958 0.00053966379789084184 -0.00064193147779915494 -0.00010040942988559253 0.00012939832141835978 1.1744351138450439e-05 -0.00015456242316019548 -0.00038574102245333232 -1.408607551406652e-05 -0.000207097127154402 -9.9526780704677469e-05 -0.00014928937018524537 -0.00026352829350270328 0.00012830722899048028 -0.00017424392463633286 -0.00012815049056421555 0.00051398853187663762
leaf_count=12551 12910 4821 4083 198 1203 1153 6164 17008 103001 802 364 708 50 278 1186 361 5075 3336 33348 12649 6359 39482 5194 63956 6780 1940 8910 4650 2734 677
internal_value=0 -0.0269517 -0.0631812 0.0800071 -0.0149003 0.0319897 0.15336 0.0454895 -0.0263386 -0.0562302 -0.0606185 -0.0639038 0.428123 0.10424 0.456345 -0.118876 -0.0244642 -0.002257 0.00325327 -0.159546 -0.226945 -0.031531 -0.159722 -0.0746526 -0.0216036 0.0110203 0.0324597 -0.0353272 0.0437997 0.144557
internal_count=361931 332372 99935 6205 232437 42146 7595 29559 190291 87290 86488 86074 414 6442 1384 40690 8772 8411 34551 31918 19008 45384 5902 93730 29774 22994 21054 12144 7494 4760
shrinkage=0.000980392


Tree=2611
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 540 1464 497 728 708 1431 80 1052 712 1378 294 813 1470 1 1173 843 578 686 693 858 996 827 12 836
split_gain=34.1293 30.5965 40.5015 38.9115 30.4639 30.5532 29.4197 28.7264 26.6948 28.9687 26.0616 24.6192 26.1221 24.2902 24.1018 24.0226 30.037 26.972 25.3665 23.8108 23.6903 23.1428 22.5366 22.529 22.7499 22.7072 24.5742 23.8705 21.5463 21.3421
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 2.9110317759397999 0.74657910936426475 1.656418941702585 -0.49008176997875957 -0.062583130981342716 1.0000000180025095e-35 -0.49044610236508063 3.2265450694491338 -0.63779424894106762 0.80891129331221767 -0.78032622470695412 1.304868341751126 -1.2954595170378473 0.14060148230820743 -0.50168384141616662 2.2892590682533238 -0.87905496296652397 1.6123350876002307 -0.48635573184020991 1.0825608069246189 1.0565563832172893 -0.44105995428747874 -0.25516671496271354 1.6381457609613392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 11 8 10 7 -7 -3 -10 -6 -2 13 29 -1 18 17 -17 -5 -8 -18 -14 -16 25 -25 26 -11 -27 -12 -13
right_child=1 4 -4 15 5 6 19 -9 9 23 28 12 21 -15 22 16 20 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00021091494219437632 -0.00010229411110882865 -0.00010813720624242974 -7.073142704281971e-05 5.971997530446239e-05 0.00023857126978837616 -7.2593981859753266e-05 -0.0005652654462984135 0.00025908208089856551 -0.00022793004709850191 0.00018822826005322443 -0.00042825730429353582 -0.00021797162664941564 -0.00013665277581595566 0.0011468050230469338 0.00015902694866932644 0.00032073238584943845 -0.00053788909488185492 0.002034328795972094 -0.00028996386242360157 0.00022267662507473535 3.7327790952202101e-05 0.00027086982691790494 -3.0334841932970801e-05 -0.00077965308688684423 -4.3531780444789739e-06 -0.00082561580694189419 -0.0001807944915273663 -3.302178448934706e-05 8.6688639153485191e-05 -0.00052654842689089866
leaf_count=3225 102986 50676 62515 1280 3437 5594 679 1209 1762 5470 525 21101 43595 71 3439 343 617 38 23240 175 1304 702 22895 316 453 203 850 720 1011 1500
internal_value=0 -0.105635 -0.118726 -0.137597 -0.068 0.0208367 -0.0574318 -0.0130326 -0.0893967 0.00947914 0.146321 -0.125914 -0.164716 -0.239789 -0.0278573 -0.239169 -0.00926661 0.586426 -0.270061 -0.403289 -0.135117 -0.131606 -0.00711807 0.0625939 -0.302424 0.0959871 0.140701 -0.20391 -0.0784663 -0.245147
internal_count=361931 332372 259292 196777 73080 12630 7657 6803 60450 9774 4973 169955 66969 22672 29559 26822 2302 381 24520 854 1921 44297 26334 8012 769 7243 6320 923 1536 22601
shrinkage=0.000980392


Tree=2612
num_leaves=31
num_cat=0
split_feature=785 332 395 471 1065 203 12 1449 1012 629 232 1430 712 705 909 1023 507 354 175 553 222 955 865 21 1122 1106 981 841 72 414
split_gain=37.4805 27.7698 61.1416 32.7594 40.1818 29.9177 28.9864 27.8584 26.3155 26.2141 25.7276 24.3598 22.7227 22.2902 22.4784 22.2789 22.2047 25.3864 25.2504 24.874 22.8292 21.6019 32.3782 22.6173 35.2211 22.8337 21.33 21.1761 21.5697 20.8805
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.0605395091208547 -0.59727736220901595 0.74561756370782817 1.4711245761114824 1.6763192150694557 0.92584771804271815 5.1453031881338012 -0.63779424894106762 -0.0050352993931598944 -0.62658750036069699 7.4366709976304533 1.0941628986121894 1.4538665454787782 1.0000000180025095e-35 -0.44446617538538585 -1.5421810694528248 -0.56067130660624642 1.0000000180025095e-35 -0.32341995197817647 -0.23396764138772172 0.13077427138155354 -0.38896401988591511 1.1672291848996961 -0.66462901250490869 -0.16146181487721598
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 5 27 6 7 -5 11 9 -6 16 12 26 -1 -15 -14 17 18 -8 20 -20 22 29 24 25 -23 -2 -3 -29 -4
right_child=1 3 21 4 8 -7 10 -9 -10 -11 -12 -13 15 14 -16 -17 -18 -19 19 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.8280145532754291e-05 -0.00018801882816559635 -2.1806865317270407e-05 -0.00015785753437069612 -5.086790761600749e-05 -0.00010761889039865951 -0.0002364839026405524 0.00018141215160620051 3.9649509442965948e-05 0.00048078467639731397 -0.0006292446633591925 -6.3223795370352738e-05 0.0012765384509877563 -0.0001557181075380275 -6.9725837530480381e-05 0.00012632025979482036 0.0010649131102108598 -7.5932204021402505e-05 0.00035589357366800587 -0.00095314310050641227 -1.8404158175243071e-05 0.0001683000176776992 0.00016236682692272539 9.5615523272554693e-05 -8.5050024015620541e-05 -9.768426258176366e-05 -1.8259040326921767e-05 9.8612006622574244e-05 -0.0002644324708698115 -6.5028388190259805e-05 3.2952675474278805e-05
leaf_count=10316 2463 112523 5665 9440 5609 20329 9978 7886 295 429 4378 42 38305 3120 16123 47 2563 1821 98 8698 5333 8259 14799 30102 11224 6778 4177 3805 11640 5686
internal_value=0 -0.030369 -0.0562201 -0.0126799 0.0317358 -0.122123 0.0554328 -0.0940953 -0.117404 -0.145178 0.0829637 -0.122634 -0.12549 0.0507608 0.0953225 -0.155134 0.105311 0.12323 0.106084 0.0505887 0.156559 -0.0186165 0.0327785 -0.0453731 0.00753805 0.0800272 0.00281988 -0.0331361 -0.111885 -0.0602003
internal_count=361931 332372 155762 176610 48642 73249 42309 52920 6333 6038 32869 45034 44992 29559 19243 38352 28491 25928 24107 14129 5431 82513 26150 56363 26261 15037 6640 127968 15445 11351
shrinkage=0.000980392


Tree=2613
num_leaves=31
num_cat=0
split_feature=1431 1110 1251 155 1445 263 624 407 180 414 21 1189 848 1449 223 861 690 693 1095 833 638 1467 1386 73 1223 63 1453 829 284 290
split_gain=17.0859 19.391 23.3245 26.7676 21.8682 21.6754 27.686 22.0952 21.019 20.0358 19.9855 22.8043 19.5683 30.7199 25.4687 21.9437 21.5767 21.4237 23.6421 20.546 20.0231 19.4188 19.1753 20.4951 21.0575 20.0276 19.8125 18.6144 19.9313 21.9897
threshold=1.0000000180025095e-35 -1.2088749528996654 -1.2639549161455863 1.6272844053863151 1.6380901172106308 0.66115833724634121 1.7690550317324971 -0.68422620775809573 3.9263853137610654 -1.5426900552373903 -1.8362818876253988 0.96827336083788318 -0.31345978324424839 2.8366445168106686 -0.3158833604999447 1.0000000180025095e-35 -0.11322634822370554 1.9969026841314526 1.0000000180025095e-35 -1.2150385005366737 3.1921494166529336 -0.47257196248993327 -0.94829974765350722 1.0881715526676952 0.63998311535712771 0.49708519682525326 0.058091628562482463 -1.2002086572968396 0.88383679770246559 -0.016914567892782208
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 9 10 -6 -7 11 -3 14 -14 15 17 19 18 -9 -16 -21 -15 23 26 -25 -26 -12 -24 29 -29
right_child=1 4 -4 -5 8 6 -8 12 -10 -11 22 -13 13 21 16 -17 -18 -19 -20 20 -22 -23 27 24 25 -27 -28 28 -30 -31
leaf_value=0.00013792695591527008 0.0017351989448472029 0.012088398351810662 -0.0087683083178543286 0.052779261491963471 -0.0054620178619973498 -0.01710171989562817 -0.01327959684857756 0.014995228302902714 0.080233843580078013 0.004146637049112941 1.9038934905755097e-05 0.1026350447850706 -0.0030303700407973908 -0.0031197627312709864 -0.024568473961678161 0.0028439363272837678 -0.0040417645948462727 0.062760374026846186 -0.027137290295154576 0.0054894575675910728 0.10387824627765795 0.039673850079622729 -0.023954398728288376 -0.040091110591149046 0.086574092765072747 -0.017786228924569627 0.022344019707955756 -0.0043400913665053564 0.0014339919906581325 -0.013841802445940339
leaf_count=222373 1420 374 12094 196 21418 672 1262 3027 45 18912 1780 53 27195 203 391 6492 9775 113 261 5916 23 303 928 462 36 73 962 14246 4875 6051
internal_value=0 -0.0309322 -0.129864 0.150957 -0.0224867 -0.0100699 0.0513137 -0.0290734 -0.104851 0.0712023 -0.088773 0.474733 -0.002989 -0.0483334 0.0407148 0.132123 -0.0146983 0.285799 0.250369 0.0895179 0.118621 0.468116 -0.0969934 0.0898209 -0.431404 0.438982 0.170633 -0.121131 -0.107322 -0.14774
internal_count=361931 139558 13710 1616 125848 104385 20846 83539 21463 19584 29840 427 53699 27701 25998 9893 16105 3401 3288 6330 5939 506 29413 3313 571 109 2742 26100 25172 20297
shrinkage=0.05


Tree=2614
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 1022 1016 647 590 728 346 1249 1040 759 1002 609 746 848 834 730 783 934 603 660 514 8 639 516 1388 345
split_gain=38.751 30.7312 28.1606 34.0792 26.1328 24.7894 26.1183 24.0428 61.3512 23.6237 22.7573 23.3401 28.9407 22.7315 22.3066 22.3519 22.2203 24.2418 22.1531 22.0368 37.0788 29.1211 26.9078 27.5336 26.4043 22.8755 22.657 22.5496 25.2657 22.4367
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 0.69854289147193727 1.6285028476148826 1.0000000180025095e-35 0.20792164000855923 2.0780443506202029 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 1.2394703555346365 -1.298475463871557 0.11942102837874842 1.0000000180025095e-35 -1.0285454770005755 0.46293354690950167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 19 -5 6 10 8 -3 -1 11 12 18 16 15 -6 17 -14 -2 20 24 22 23 -21 -4 -25 29 -22 -29 -23
right_child=1 7 3 4 14 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 21 27 26 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00012606576095941025 -0.00035489912683393164 -7.38451467047252e-05 4.4926914119706061e-05 -0.00011634525071018364 0.00030397592969725668 -7.1543238057102389e-06 -2.7258499294183884e-05 -7.8053035457435077e-05 0.00043320604061566149 7.238205207057646e-05 -0.0002066403369200052 -0.00021999362523823858 2.6889585288573929e-06 0.00077974681073759262 -7.6436925279238724e-05 -0.00017315736073379056 0.00014549047878180765 -0.00024832558891575051 0.00096189006698039624 0.00016468974173590589 -0.00018572046901490182 -6.8003210794339767e-05 -1.4149583589791346e-05 -0.00047426015956022154 0.00041234305852943653 0.00064034794369922704 -0.00033447159806159008 -0.00032226551573679856 9.8860249515074247e-06 0.00037176700704917559
leaf_count=3396 2747 4821 6880 1294 4912 103001 45923 93730 1384 26163 14802 6707 9806 210 962 427 3082 3918 95 2134 6979 2024 1982 101 1041 996 1064 1407 9299 644
internal_value=0 -0.0293569 -0.0163687 0.0340021 0.160888 -0.0286501 -0.0603718 -0.0683464 0.0723679 0.0531407 -0.114838 -0.0717839 -0.031568 0.00293407 0.215525 0.268632 -0.00777688 -0.0616178 -0.31026 0.00390319 -0.0294108 0.0956182 0.197468 0.308778 0.0950216 0.570246 -0.0531643 -0.0857332 -0.0260298 0.0475741
internal_count=361931 332372 232437 42146 7595 190291 87290 99935 6205 29559 41367 26565 19858 17016 6301 5339 16806 13724 2842 34551 25606 8945 5213 3231 7921 1097 3732 17685 10706 2668
shrinkage=0.000980392


Tree=2615
num_leaves=31
num_cat=0
split_feature=43 188 1462 791 1333 839 1259 1031 1178 1394 566 1237 1024 21 87 1178 495 481 912 630 1011 1299 692 424 265 483 774 972 76 492
split_gain=16.9161 19.5924 20.7601 20.2592 22.0503 26.338 21.9331 22.6265 27.0849 22.1379 22.1301 20.8614 19.985 25.7437 19.8765 36.2476 19.5778 19.3911 19.2632 21.29 22.3221 19.4621 22.202 21.3825 21.0846 20.2104 19.5687 19.2058 19.0707 18.6512
threshold=1.0000000180025095e-35 1.0000000180025095e-35 4.0723155983858552 1.0000000180025095e-35 1.9667180021210251 -1.5691029034814035 2.6616161021282987 -0.39352949987429703 3.0632018475793505 -0.31793759769629315 0.72344506712459655 2.2873089397629531 2.3389399539002458 -0.13431221002227373 -1.0684554390574157 -0.56531812061013154 1.0293244245638109 2.8105249167732924 0.25579999116572566 2.6435435671569247 2.2221924123088783 1.0000000180025095e-35 2.0547857268194432 0.011452647096853957 1.0000000180025095e-35 2.5126302607425273 -0.77458095860814125 0.44885821426093508 0.57331546749081885 0.70279999056662223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 11 6 -6 7 10 -9 28 16 12 17 -14 15 -13 -5 18 21 20 -20 22 26 -24 -25 -23 -3 -18 -8 -7
right_child=1 2 -4 4 5 29 9 8 -10 -11 -12 14 13 -15 -16 -17 27 -19 19 -21 -22 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-7.8018116938095855e-05 -0.0047455778852618716 0.0064534688308391583 0.028317640175112159 0.0051333654459597396 0.08154114046154709 0.0035254445265532328 0.11132717650089048 -0.0058487614032774748 0.048938841711746353 -0.0017901954028799922 0.019845105016254003 -0.027287191173599082 0.040967348129377745 -0.013111027125894126 -0.017352335152162918 0.11533619968530628 -0.0044453870550199871 0.013868555736226666 -0.0091984778267960553 0.05529395707542023 0.027183497105612991 0.0045175709453001726 -0.0042939951230342426 0.07474122508588471 -0.042541870761290221 0.057143359476425994 -0.0071065640632949267 -0.056485937023620952 -0.022914029160603207 0.048913396565821485
leaf_count=287154 35052 1975 271 3714 93 528 76 5769 148 81 1177 76 308 205 2514 49 280 822 7596 77 190 4820 165 118 30 95 8202 151 24 171
internal_value=0 -0.0439271 -0.010183 -0.0154376 0.067062 0.450625 0.039283 0.0258119 -0.0888725 0.88301 0.129684 -0.0515995 -0.033063 0.421481 -0.28997 0.732301 0.0465916 -0.0430997 -0.0572173 -0.150147 -0.161875 -0.0067227 -0.0684086 0.543401 1.13569 0.111893 -0.0891468 -0.412626 1.67751 0.290944
internal_count=361931 74777 39725 39454 12212 792 11420 11239 5917 181 5322 27242 24603 513 2639 125 4145 24090 23268 7863 7786 15405 10490 313 148 4915 10177 431 100 699
shrinkage=0.05


Tree=2616
num_leaves=31
num_cat=0
split_feature=800 1237 1470 83 76 1244 1189 272 1377 62 1469 705 296 904 633 9 1251 83 1396 1448 1107 1106 1456 6 519 907 501 979 791 719
split_gain=17.0452 22.4758 23.1313 22.7368 21.2366 20.839 22.1836 20.409 23.7208 24.9472 21.4476 21.1529 20.2391 20.1542 24.9924 24.1424 23.2958 22.6126 19.9369 19.5495 19.5458 21.4759 19.1382 19.1058 18.9952 19.8172 22.1107 27.2507 20.0008 35.4741
threshold=-0.57812715656594349 1.4298092310842805 -1.2836328422603671 -1.324954497103717 -0.78235470679067287 0.19067012770904321 0.48845763127786218 1.6568181847307961 -1.0606629817441902 1.1295246676492809 -1.3460032622719822 1.0485526718740918 -0.19954972825142922 -0.76335619787067122 1.2993681993456387 -0.32022384759929451 1.3641071148259878 1.7296638068245733 -1.9526546954573227 -0.38738104980831128 1.7590105371119193 1.4096210448177859 3.742879312526544 -1.833290037484177 -0.830672104868595 2.8261612301154702 -0.083601705144384794 -1.548383945956544 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 23 5 6 -5 8 12 10 11 -10 -1 14 19 -16 -15 22 -9 -12 -11 -22 -18 -4 -2 28 -27 -28 -26 -30
right_child=24 2 3 4 -6 -7 -8 18 9 20 13 -13 -14 16 15 -17 17 -19 -20 -21 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.0017622328335112265 -0.0033263352722438045 0.021420495682308333 0.11128552924886806 0.019576455000874265 -0.013043017448102854 -0.022911252108733283 -0.017216002601369535 0.047730133350237777 -0.012698845872075447 -0.0025675018752540522 0.003731270598737256 -0.11610095719243821 -0.0081757862240992452 0.0040459938938058326 0.0085208751784351805 -0.025647066006704855 -0.011025303569980355 0.03215006483475228 -0.0056117125097614262 0.014512603608537962 -0.064084239907817322 0.0082779740585439809 0.049377986061461786 0.0097039822461387881 -0.0013707521199180601 0.0023145801444684698 -0.061753512179268701 0.029731906957250975 0.0029440303263302556 -0.0018473111771618021
leaf_count=6079 45210 369 21 962 5250 421 344 87 449 4669 3030 32 4911 28862 520 478 2476 149 6948 5349 135 68 60 764 154739 2015 67 848 44714 41905
internal_value=0 0.0220525 -0.1029 -0.136176 -0.181113 0.0588239 0.204396 0.0345817 0.046641 0.0671819 0.0843416 -0.349117 -0.0500924 0.0899505 0.176768 -0.152269 0.0632951 -0.135071 -0.095123 0.213896 -0.0804584 -0.73536 -0.188521 0.274773 -0.0168986 -0.00949084 0.186507 0.495693 -0.0117398 0.0169668
internal_count=361931 72433 8131 7762 6977 1727 1306 64302 57267 46277 41405 481 10990 40924 9377 998 31547 2685 7035 8379 4872 203 2536 785 289498 244288 2930 915 241358 86619
shrinkage=0.05


Tree=2617
num_leaves=31
num_cat=0
split_feature=785 815 1154 872 666 954 1043 1449 1020 211 1449 728 846 903 1115 1450 1246 1378 1466 1329 427 794 836 1205 208 1469 609 615 578 1187
split_gain=37.2137 28.9707 49.1009 32.4171 35.3112 31.0339 36.2323 31.151 28.4639 26.7227 29.58 26.7155 26.3807 31.7936 25.606 25.0245 24.9856 25.1285 23.7954 28.4993 24.8582 25.323 23.7436 23.4147 23.1964 22.8556 24.9458 22.6266 22.5433 22.2727
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.85297537480346686 0.45873907618427312 0.98873640907070304 1.0092399748889116 1.2624102624837521 0.44670980992553178 -0.50711126274173024 0.075308567821545588 -0.49008176997875957 -0.54805991195048998 0.22044147071104706 0.2045939411347952 0.13839823161113457 0.39876018571958888 1.8451527406583355 0.57156622312866312 -0.43170000124752345 -1.1204735202384202 2.2041218380651819 -0.17925624380449814 1.0000000180025095e-35 3.0043317593113152 -0.33494173922867115 1.6285028476148826 -0.59108387774323179 -0.87905496296652397 0.37392272501053309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 8 -5 12 7 14 9 10 -2 -1 16 -14 -7 -10 17 -3 20 -20 -4 24 -21 -23 -22 -6 -27 -15 -13 -29
right_child=1 5 18 4 25 6 -8 -9 15 -11 -12 28 13 27 -16 -17 -18 -19 19 22 21 23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.00013909844920024014 -0.00019375643641757675 2.9512395752289478e-05 -0.00015970463966942801 -0.00010977925267071197 0.00028045010282895619 -5.1375639878572004e-06 -0.00012918614496989115 0.00032953176341046802 -0.0001264923361509602 -0.00025246860117163992 7.542856615993146e-05 0.00023553820267507936 -1.5821761845641755e-05 -0.000165182295510205 0.00014650842901474929 8.3785836340590517e-05 -6.5448425231902927e-05 0.00022415216380052203 0.00017014083580551819 -0.00016448967147077636 -3.0402858570955909e-05 0.00028129398408145923 8.0763152000976841e-05 -0.00013508339744598981 -0.00048770826288644146 3.9947840650036902e-05 -0.00084737350846015832 -0.00011127837788089377 4.8008080135838224e-05 3.2125458454773339e-05
leaf_count=3396 9069 30689 9898 9707 2312 10063 3533 1837 13074 27029 4677 3407 68146 15192 7911 4927 13276 3010 5982 3672 55472 2132 4073 909 751 2397 182 13416 22756 9036
internal_value=0 -0.0299884 -0.0561014 -0.113093 -0.0133698 -0.0117212 0.0561778 0.0902108 -0.1476 -0.196265 -0.0976295 0.0507665 -0.0245113 -0.0443653 0.0637981 -0.0640282 0.0196757 0.050684 -0.0216372 0.0619805 -0.0399049 -0.0240965 -0.0294794 0.168326 -0.035713 0.134502 -0.0211535 -0.0986519 0.0727848 -0.0530029
internal_count=361931 332372 156263 73374 14598 176109 23344 19811 58776 40775 13746 29559 152765 105790 17974 18001 46975 33699 82889 13727 69162 59264 7745 3041 56223 4891 2579 37644 26163 22452
shrinkage=0.000980392


Tree=2618
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 714 588 938 827 689 290 513 746 566 840 497 697 852 923 1241 457 647 590 728 1452 696 899 407 1187
split_gain=34.2404 27.9323 25.069 32.8444 29.5131 28.4331 25.1629 45.1651 38.5628 33.3725 33.138 31.5557 30.6936 35.656 28.1158 32.5821 28.2595 28.7537 27.6725 27.9855 27.3173 25.3178 24.5293 62.1997 24.3615 24.2278 23.7502 23.3034 22.8279 24.8537
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 -0.36836247429892682 -1.1110989058077336 1.979635823759073 1.0454229551509682 3.6288968102052546 0.75597511057269628 1.593014926627095 0.6154197817996786 1.4714256445119207 -0.22706799479215015 -0.86449023226567734 -0.67919258870259713 6.1394591223222692 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 0.62995620057108082 -0.59356314692858625 1.8419729237591864 -1.2965003005540392 1.5105553474803968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 6 4 5 -4 9 8 10 25 -8 18 28 -14 15 16 17 -11 19 -12 -15 -10 23 -3 -1 -2 -16 -5 29 -9
right_child=1 22 3 27 -6 -7 7 12 21 14 11 -13 13 20 26 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013240171743144605 5.6820142305175213e-05 -7.0690614033872741e-05 -6.0187039893855483e-05 -0.00018159715315239119 0.00019194134018685459 0.00010561058583897468 6.8183373573060447e-05 -0.00035312472864416173 -0.00011014644435719173 0.00010369066996864467 -0.00031059283980205298 0.00013090023468094426 0.00044291996835635794 -0.0017089257482245999 0.00019135083175803925 -0.00024236953612788597 -0.00010334872957947584 -0.00015496169678041522 -1.9336668465312755e-05 -8.3803202057223584e-05 -1.7771664359297566e-05 0.0028728102320903608 -7.5336494793299714e-05 0.00044009344960781925 6.9016638875555857e-05 0.00026879378568142267 -0.00017599793502075738 0.00033452679865547284 8.7714053250200332e-05 0.00066140625673539013
leaf_count=3396 12510 4821 8900 4939 6196 9111 14310 1140 45501 18676 3357 3951 1548 55 843 2256 5513 2797 42389 31527 142 26 93730 1384 26163 2975 7395 459 5806 115
internal_value=0 -0.0282397 -0.015853 0.0424916 0.0722139 0.0281043 -0.0253029 -0.0404929 -0.0514691 0.0170311 -0.0273548 -0.0452989 0.102395 0.34587 -0.0204901 0.0134313 0.0359183 0.07499 -0.0562733 -0.106247 -0.468242 -0.111266 -0.0654487 0.0767749 0.0493492 0.103108 -0.13567 -0.131864 0.0410298 -0.246196
internal_count=361931 332372 232437 29605 24207 18011 202832 149867 141061 52965 95534 81224 8806 1745 37480 29242 26986 21473 77273 34884 197 45527 99935 6205 29559 15485 8238 5398 7061 1255
shrinkage=0.000980392


Tree=2619
num_leaves=31
num_cat=0
split_feature=785 470 723 1450 464 508 310 219 728 1148 1466 848 1093 1116 806 1036 909 207 607 896 775 986 967 140 665 1043 616 71 1104 519
split_gain=34.8382 27.4388 30.8571 34.272 35.091 31.7864 30.3563 24.7363 23.9671 23.7651 23.7935 29.4296 27.1786 32.6721 24.4329 24.0662 23.3028 23.0925 26.7759 31.8079 32.6096 24.8388 24.8355 24.2564 27.3054 22.813 22.7683 21.9586 21.7261 21.4365
threshold=-0.86283290253235112 1.0000000180025095e-35 -1.0570063487222232 5.5426090097491345 1.0000000180025095e-35 0.93928964529742032 1.0000000180025095e-35 -0.8043029029701857 -0.49008176997875957 3.073785392405322 0.51364500316626394 0.22474039559735945 -0.55864201032658711 -0.82257697318061329 0.53322213276968733 -1.2042618075071092 2.5099460756811336 -0.084806946168647548 1.0000000180025095e-35 0.42670496010513392 3.6107751719298862 0.29996308812301631 1.1511682622985386 0.88970115856295362 3.0858555402564884 2.4077388736549472 2.7324024598564378 -1.3597041710852638 2.6903739301860123 2.1420547332082829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 4 6 -2 7 -4 -1 10 11 12 13 -6 26 -14 -7 18 19 21 -21 -3 -20 24 29 -13 -12 -15 -24 -19
right_child=1 17 3 -5 9 16 -8 -9 -10 -11 14 25 15 27 -16 -17 -18 23 22 20 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012833843668734544 -2.1238856515575803e-05 7.4646565013790288e-05 -0.00041763042553846904 0.00066566173288542608 -0.00020595266564098086 0.00014388886557988045 -7.3255391712540485e-05 -0.00016471907606621991 7.1650255409858797e-05 0.00029539393581224055 8.9715684406115109e-06 -0.00016728413640543902 -0.00051858040940595742 -0.00039262326210907694 0.00021378032301973488 -6.3344103857452866e-05 0.00086625755107565391 1.4763584350612365e-05 -5.4445368177408657e-05 -8.1835659415269735e-05 0.0014116833457477323 -6.0242970402385682e-05 -0.00024159277273355837 -6.6106953352921882e-05 0.00057630677023250674 0.00049347991977122794 -0.0005413503870834108 0.00012910729805320519 0.00096151936336763696 0.00012279430424855963
leaf_count=3396 21300 24272 6282 256 2306 4633 33447 21398 26163 893 8597 16018 716 477 2830 27586 171 59694 37262 17686 58 9382 5342 13462 379 254 512 8213 77 8869
internal_value=0 -0.0261103 -0.0519196 -0.0690846 -0.0713917 0.0214393 -0.127729 -0.208452 0.0522043 -0.0399294 -0.0454119 -0.0666716 -0.0346111 0.0557929 0.0441063 -0.0748683 0.180146 -0.00853519 -0.0329732 0.00116302 -0.0772309 0.0405892 -0.0750558 0.0177234 0.0341448 -0.15753 -0.0144343 0.109203 -0.227454 0.0307536
internal_count=361931 332372 155889 129785 129529 26104 61127 27680 29559 68402 67509 55570 39298 10996 11939 28302 4804 176483 94079 51398 17744 33654 42681 82404 68942 16272 9109 8690 5419 68563
shrinkage=0.000980392


Tree=2620
num_leaves=31
num_cat=0
split_feature=470 602 1367 1292 1449 80 1469 154 1462 1453 764 389 885 1449 1449 21 1228 17 1077 338 1465 1193 426 150 1047 508 500 52 1464 1468
split_gain=17.4353 30.1852 23.06 24.0956 23.7158 28.6612 30.1417 23.6986 25.3079 34.0258 29.043 22.9901 22.6571 26.6902 22.5969 22.2192 22.1042 22.0011 21.3239 21.2397 21.0666 20.9625 21.8138 20.8024 21.5264 20.7366 20.6239 20.5331 23.7433 25.7663
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61047007421192445 0.56160999478305407 0.74561756370782817 -0.8660008967430094 -1.1729032349805202 -1.1498205451339139 0.39165224646214775 0.82266559602565426 0.47885124009651092 2.0012238438612475 4.8263866747680533 -0.50336258303018744 0.47799573524751798 2.1349806934485605 3.3291057609930017 -0.67356023241809926 0.5007251690472273 -0.67742393113063393 -0.42672186806716134 2.2288282675462949 -1.0691707318470345 0.73355997829129593 -0.21448640152536463 0.93928964529742032 -0.36634704385002498 1.0000000180025095e-35 1.20947575187956 2.4634311514058238
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 5 -1 14 -8 9 12 25 21 15 -14 20 23 19 -18 -16 -6 -7 22 -4 24 -9 -10 -22 28 29 -11
right_child=-2 -3 3 -5 16 6 7 8 10 27 -12 -13 13 -15 18 -17 17 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.01375258798274012 0.00024791226687010331 -0.00010411925605616927 -0.024418515398030742 -0.015308949188743657 -0.012871744204636293 0.020897689644517329 -0.020641070308352202 -0.016739424673270574 0.0025116827125483947 -0.0094356004171020618 -0.010499140365811677 0.021505533717919783 0.12983021414005927 0.006067741603429818 -0.045108391267803527 -0.029439570574781859 0.12865079695628526 0.013862904457951514 0.026661325207936439 0.0034604076446453219 -0.012814032575636181 0.030096081723908843 0.0017542392926937146 -0.0021450217766961076 -0.0069104171924962614 0.021987350948868885 0.011734951465355027 0.020968578028378537 0.025845694893363726 0.051867373521516581
leaf_count=11069 191352 89908 932 1112 2828 1212 2747 9439 4781 2596 2722 719 30 72 235 1068 33 77 82 7001 918 434 8495 7466 10832 1067 1169 1041 380 114
internal_value=0 -0.0280359 -0.0706322 0.0281476 -0.0932149 -0.116838 -0.0910448 -0.114959 -0.100274 -0.13794 0.0298483 0.0656155 -0.175197 0.868623 0.117672 -0.181503 0.0261037 1.13112 -0.511628 0.0117178 0.175515 0.0291507 0.00587542 -0.165559 -0.217068 0.134319 0.0226737 0.0901247 -0.0207815 -0.125763
internal_count=361931 170579 80671 11692 68979 59040 47971 44355 41608 33038 8570 10580 28907 102 3616 28805 9939 110 317 9829 3299 9861 9427 27737 20271 5848 2087 4131 3090 2710
shrinkage=0.05


Tree=2621
num_leaves=31
num_cat=0
split_feature=1078 785 713 519 470 507 1218 933 661 218 659 1010 1116 1324 355 1356 1466 552 204 1080 734 1462 56 909 1453 78 790 1342 1380 1318
split_gain=17.0479 17.8121 17.778 32.9032 31.2932 28.5064 28.4468 26.2581 25.327 24.9201 24.0459 24.6732 23.5192 23.9186 22.537 21.887 22.5224 21.7185 22.422 21.2913 39.4563 27.6448 25.0343 26.9782 21.368 21.3203 24.9104 26.8744 26.1333 23.0785
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 2.6371468439084347 1.0941628986121894 1.0000000180025095e-35 0.68806224955729689 -0.59275567010655072 1.2040504931655083 2.2359170208873898 4.1811079772937587 -1.1404458240849944 -1.0589388400982032 -0.16355268752948868 1.0000000180025095e-35 0.4908310215996638 3.3057299501607855 1.0000000180025095e-35 2.2092738772757108 1.0000000180025095e-35 -0.10809617625798811 1.0000000180025095e-35 -0.80855938504666813 0.56824715093290779 0.6495329852605688 1.8618223311409718 -0.9939212829903239 -1.8768991908184802 -1.1337837015102916
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 5 14 7 9 -9 -5 11 12 13 -4 15 -3 -17 -16 -19 25 -21 22 23 -22 -25 26 28 -28 -14 -29
right_child=-2 2 3 6 -6 -7 -8 8 -10 -11 -12 -13 19 -15 17 16 -18 18 -20 20 21 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0027394005723245483 -0.0022269933205177703 0.0056718588889073307 0.0017607234719515166 0.0055886305117958364 -0.016784342417082491 0.0088222352072515678 0.011005114859135204 0.018414525625686708 -0.013735090565556884 -0.013529775943524093 -0.0067019896538780674 0.019121363122802701 -0.021784436154857242 -0.010609158674297965 -0.0023685865460275901 -0.0055612386853472091 0.010322196052652876 -0.027362001186039986 0.067741583234200917 -0.0044715799969361194 -0.053517197031171498 0.022737245092177422 0.014817209320535197 -0.0069688934448754337 0.029241741017858293 -0.0035747411027165924 0.018246498141160042 -0.018382266242344548 -0.00073912500569509401 0.003703043826393828
leaf_count=24761 71586 14597 4296 7404 941 5809 4222 288 1838 862 11496 699 1042 8368 18781 4834 1247 51 82 3128 137 1468 1376 1050 201 38730 1566 692 119348 11031
internal_value=0 -0.00113961 -0.00690959 -0.0160281 0.0320567 0.0410251 0.0783374 0.0190817 -0.183659 0.0733143 -0.0246275 -0.0187133 -0.0204579 -0.132234 0.0182983 0.0668513 -0.0415286 -0.0402259 0.80489 -0.0144636 0.0964938 0.225576 0.10126 -0.102726 -0.0120648 -0.0202233 -0.0070937 0.087529 -0.0175346 0.0488659
internal_count=361931 290345 265584 219242 46342 45401 14614 10392 2126 8266 204628 193132 192433 12664 39592 20678 6081 18914 133 179769 7360 4232 2764 1388 1251 172409 133679 13289 120390 11723
shrinkage=0.05


Tree=2622
num_leaves=31
num_cat=0
split_feature=470 257 56 809 1466 678 330 1382 426 1430 806 1451 767 1043 1376 763 1229 741 1107 118 189 1465 1463 321 391 800 215 767 569 812
split_gain=27.6369 44.2286 36.6947 32.0389 28.5424 25.5825 29.9605 29.4816 25.56 24.7013 29.0477 39.3475 23.5159 26.1721 26.7852 30.6226 25.1534 24.1734 23.71 23.5843 23.3755 23.3293 23.3104 25.2779 23.7977 23.2828 24.9421 22.8336 22.4215 28.002
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6518864604429058 0.51364500316626394 1.0000000180025095e-35 0.44542865074340127 0.081171891487753292 -0.76766706532187956 1.4660437873930479 0.53322213276968733 -0.0066164517430368063 -1.3173552036257097 1.0092399748889116 1.0000000180025095e-35 -0.21984063861484185 0.68842730247739281 -0.65696253498209489 -1.4059618865444279 1.1315434704044114 -0.69348768723690357 -0.37037607656077315 0.94170239728407068 2.270452748923772 1.475049428936581 -0.57812715656594349 1.4488263587503545 1.2728766368511575 -1.2520831922325053 1.3776039159878068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 8 25 -2 12 -8 -4 10 -6 -12 -7 14 15 16 -14 21 -19 27 -13 -15 -1 24 -24 26 -3 -17 -11 -30
right_child=5 4 3 -5 9 6 7 -9 -10 28 11 20 13 17 -16 19 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00015119799977540967 -3.1457642790586824e-05 1.02443399470175e-05 -0.00022269018665866953 0.00074876668251284593 -1.8307747859483769e-05 -0.00016318927236439568 2.0754906249899605e-05 0.00015942235338501542 2.3139841220491689e-05 0.00098896317665531433 -3.4444551408629041e-05 5.5954869167305816e-05 4.8102462038656563e-05 -4.5052855484122081e-05 -4.1176912375353714e-05 0.00016216030227816889 -0.00010447357875811508 -0.00057832013594742151 1.8336064001265335e-05 -0.00011991449934690767 0.00057585465726311524 -0.00034801768971164462 1.5674883968498219e-05 0.00064924517672179606 -0.00059407663052325321 -5.297295438167435e-05 0.00027648650240368441 -0.00017068383762850178 0.00012251871105906515 0.00100605554510305
leaf_count=54377 88770 12979 4294 239 10898 4864 15789 10833 14854 159 1712 525 15233 1930 21322 14481 6310 379 6471 1758 1225 2247 6123 250 811 58867 1814 965 1302 150
internal_value=0 -0.0436269 -0.0945488 -0.00283923 -0.012247 -0.00233454 0.0196488 0.0796317 -0.0163791 0.0714388 0.0398043 0.210813 -0.00255676 0.00618334 0.024048 0.0550139 0.00283859 -0.0878173 -0.00833311 0.120841 0.426956 -0.21001 -0.132463 0.0110149 -0.0284634 -0.0321628 0.0447972 0.145444 0.308623 0.225959
internal_count=361931 170579 80948 19387 89631 191352 102582 26622 19148 15971 14360 3462 75960 71096 60069 38747 21543 11027 6850 17204 1750 4177 61561 7184 6934 73660 14793 15446 1611 1452
shrinkage=0.000980392


Tree=2623
num_leaves=31
num_cat=0
split_feature=267 395 21 1451 501 427 690 697 837 69 1326 144 501 1047 361 907 986 1466 570 637 503 407 355 1055 296 1462 606 61 1368 230
split_gain=16.7322 20.9264 21.782 18.1859 23.1951 22.1656 22.3552 19.2002 18.3691 18.3082 18.0024 17.9347 18.6889 17.6402 20.0887 18.6238 18.6332 18.0904 22.2332 17.6237 20.1062 19.27 18.7274 18.3206 18.1466 17.3119 21.7958 21.1961 19.4374 18.9133
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.189441983669046 -0.40301819751743645 -0.81378989901164644 -0.15615366322140792 -0.075756923643267735 1.5573785424916735 2.2882622009192937 1.5338263449312268 0.63041704858725878 -0.14162053867155164 -0.50795191205153678 0.72641397561722221 1.5798414829293168 1.1339166529000784 -0.13400493280606507 0.57156622312866312 -0.74419222378469896 -0.036560974146291329 0.050554192908083752 0.84645902423176334 -0.53974632560814717 2.6207329274258293 -0.30849594680903369 1.1880714473397529 2.1543936751333881 1.0000000180025095e-35 -0.67627449422571728 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 25 8 5 6 -5 -8 -3 -7 -4 -12 -13 17 15 -15 -17 -6 -19 23 -21 22 -22 -20 -25 26 29 -28 -27 -2
right_child=1 3 10 4 13 9 7 -9 -10 -11 11 12 -14 14 -16 16 -18 18 19 20 21 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.0001338875269839786 -0.0063593017145739715 -0.00374433699993852 -0.002273999289013237 0.015167084182252029 -0.0041676199409051038 0.030978938536690884 -0.033715079849800829 0.083529211899556075 -0.034985761778736399 -0.049722418516296905 0.036375554226062506 0.076150512541065224 -0.020559051129412649 0.0084143570841389032 -0.035792396226269396 0.066808927172508026 0.0031282464624407371 0.038068396052523712 -0.01250320037302402 0.033431714584933513 0.05606083391131992 -0.073829008016310885 -0.019896571710708928 -0.013452357745065591 0.12730038992216716 0.023969647648158239 0.027858546827185523 -0.045390455867659572 -0.0052037463142443965 -0.016141815005309867
leaf_count=316545 9982 8783 1321 560 8702 811 355 23 352 46 379 30 174 1639 138 136 111 259 814 352 66 60 147 25 21 597 342 77 1200 7884
internal_value=0 -0.0551835 -0.122558 -0.00925191 0.0437447 0.29714 0.0171404 -0.506848 -0.0945933 0.548194 0.110058 0.439806 -0.114307 0.00684254 0.199462 0.25576 0.835491 -0.0354537 0.17728 0.0606156 0.350482 -0.183191 0.153668 -0.162948 1.20676 -0.156719 -0.186383 0.335889 0.0874413 -0.205964
internal_count=361931 45386 21986 23400 14265 1795 938 378 9135 857 1904 583 204 12470 2024 1886 247 10446 1744 1485 625 273 213 860 46 20082 18285 419 1797 17866
shrinkage=0.05


Tree=2624
num_leaves=31
num_cat=0
split_feature=476 959 112 51 795 652 671 953 1154 705 854 797 791 675 713 942 1089 332 1292 1185 1456 1169 87 1244 1179 550 954 921 1325 493
split_gain=32.1514 39.9044 31.3745 33.2776 29.2773 33.6772 30.0092 29.6719 38.3562 30.8946 27.6851 82.9335 30.9112 30.2945 29.1344 29.8548 28.7071 28.0628 27.5024 27.3489 26.0401 25.9576 25.5672 25.3961 25.7672 24.7465 24.5927 24.5211 24.3481 24.2328
threshold=-1.0099296266851885 -1.2907225086880219 2.2718117149406565 1.8613588887694643 -0.29258408639884992 -0.98896428961744431 2.6425086185778714 1.0000000180025095e-35 1.0000000180025095e-35 0.99715813669032338 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.231519495564001 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.31466214285397442 0.086884870144167459 0.48044600209562588 1.6608722861671115 0.97894825779641692 -1.3272945854409006 0.29966714842153758 6.099786963134739 1.0525743831388839 2.5490832365420766 -1.6737846194509822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 3 4 5 -3 10 8 -7 21 11 -6 14 -14 16 17 -12 18 23 -10 -2 -9 -23 26 -25 -5 28 -17 29 -16
right_child=1 2 -4 25 6 7 -8 9 19 -11 12 -13 13 -15 15 27 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.1205715062424197e-05 -5.2152743349933458e-05 0.00012858528446222633 -0.00014832856322590188 -0.00022590210406114256 -6.8140814500786839e-05 -9.8206797085672668e-05 -0.00021624674830931581 5.8035218745439435e-05 -6.6058002764212291e-05 0.00016569999438600008 -6.205674785969258e-05 0.00031315901203955894 0.00022670318659802813 -1.1588036959522501e-06 0.0019624908799138136 -2.775949382617152e-05 0.00013916527445912691 -2.780591981967813e-05 -6.1094989652324102e-05 9.714787799115997e-05 -0.00021365978536909199 -4.7327614772733686e-05 -0.00051563953965022547 0.0022806725460474643 7.7543627786967067e-06 0.00016841863728425392 0.00072293463479977454 0.00030219541125227334 0.00047797251696813124 -0.00029003198614714989
leaf_count=96556 29601 14528 8980 5584 6071 22105 3026 25565 7558 9024 5156 4034 4143 7062 35 2003 7240 39920 16811 12420 8633 7247 675 32 2117 875 85 1688 201 12956
internal_value=0 -0.00941258 0.00040726 0.00485866 0.00919773 0.0367581 -0.0149385 0.0193967 -0.0254831 0.0574886 -0.0087189 0.0968481 -0.0202338 0.0868321 -0.0342932 -0.0515086 0.0589414 -0.0623391 -0.119488 0.0389666 -0.0870568 0.0279815 -0.0840323 -0.20876 0.0409534 -0.165055 -0.257103 0.128395 -0.271134 -0.289599
internal_count=361931 265375 227141 218161 211702 99122 112580 84594 42083 42511 109554 10105 99449 11205 88244 75848 12396 72157 32237 19978 38234 33487 7922 15426 2149 6459 13277 3691 13192 12991
shrinkage=0.000980392


Tree=2625
num_leaves=31
num_cat=0
split_feature=785 728 728 647 590 784 921 1022 1016 859 346 1249 1040 759 834 21 1122 1458 678 677 1177 632 982 1457 1469 830 434 1156 570 1421
split_gain=39.01 28.2545 26.7204 25.734 65.7297 25.366 30.7941 24.7023 25.0396 24.4959 22.0837 23.4435 28.9405 22.8722 22.1846 21.667 23.3083 22.0201 21.5317 23.8245 20.946 21.4245 20.6881 20.6339 25.18 22.0898 24.728 21.9872 20.4548 22.6651
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 1.0000000180025095e-35 0.79579885031402708 -0.82108684835595114 6.0948733974029876 1.0000000180025095e-35 2.6605302561394431 -1.1226924480788913 1.7621802667917166 -0.58359052294691882 2.5330109856685032 0.57349189928770572 1.0176947075336313 1.0000000180025095e-35 -0.4998781572545779 1.0107116206971127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 7 -7 8 10 -8 11 12 14 18 -2 16 20 -17 19 -14 21 -4 -11 24 27 -25 -27 -19 29 -5
right_child=1 3 15 28 -6 6 9 -9 -10 22 -12 -13 13 -15 -16 17 -18 23 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00013197477486512091 -0.00035006391030769734 -6.7596503830593343e-05 -0.00022240925051059311 -2.3467970539931583e-06 0.00045850636397078474 7.3498418826398432e-06 0.0004394313196376241 -2.0293809940863333e-06 -2.2781341576492098e-05 0.00012929409174564682 -0.00019948652273173631 -0.00021516503294753759 -7.3231893807548486e-05 0.00078992051651381658 0.00097146745581962646 0.00031369407018157956 -0.00019383055575108646 5.8250779818805829e-05 0.00083601696057627865 0.00013087869168658885 -0.0005899687613089837 0.00010638867796921173 -0.00046853376208889967 0.0002081311846809543 -0.0013050025366598884 3.75316156651272e-05 -0.00071691790253450706 -0.00039617780047367703 -9.9890155011326468e-05 -0.00024862738751259988
leaf_count=3396 2747 4821 983 29264 1384 34551 1153 103001 45923 6164 14802 6707 13021 210 95 2467 2064 3119 102 3683 225 7860 278 6832 69 1753 218 573 61493 2973
internal_value=0 -0.0242031 0.0585921 -0.0616891 0.0842195 -0.0117362 0.0361392 -0.0234143 -0.0551452 0.156984 -0.108646 -0.0661484 -0.0257396 0.00884495 -0.305169 0.0806074 0.00959726 0.134713 -0.00192575 -0.0115074 0.0557011 0.0716699 0.107642 0.097576 -0.0389662 0.154255 -0.0477557 -0.0140496 -0.0733778 -0.0220201
internal_count=361931 332372 29559 99935 6205 232437 42146 190291 87290 7595 41367 26565 19858 17016 2842 26163 11132 15031 16806 16704 9068 8843 6442 12564 3761 8803 1971 3692 93730 32237
shrinkage=0.000980392


Tree=2626
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 859 728 1022 1016 346 1249 1040 759 21 1122 834 1458 730 783 934 514 603 660 8 570 15 11 909 447
split_gain=34.8197 27.8616 28.9968 32.9117 26.6874 69.6715 25.5123 25.4262 24.5028 24.8699 22.3735 23.3612 28.9363 22.8745 22.1738 23.1271 22.1458 22.0682 21.9872 36.1294 29.0812 25.8443 25.6146 28.3955 22.9765 21.8598 23.5044 26.3158 24.4495 25.9579
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 1.0000000180025095e-35 0.79579885031402708 2.0780443506202029 -0.82108684835595114 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 -0.4998781572545779 1.5345964658009021 -0.92441224859975035 -0.21963219460843428 0.59972846529787971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 18 5 -3 -5 -1 9 10 11 12 16 -14 15 -9 -2 -16 19 21 22 -4 23 -20 -25 26 28 -28 -6 -30
right_child=1 4 3 6 25 -7 -8 14 -10 -11 -12 -13 13 -15 17 -17 -18 -19 20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00013319476904925567 -0.00035161753783030073 -7.0350371545223667e-05 4.8163824542482007e-05 0.00045052944339256054 -0.00010864621989139721 0.00047167941885165726 0.00011016315501959171 4.7324570476432643e-05 -4.4419214205363692e-06 -2.5085384923347636e-05 -0.00020203106437323098 -0.00021659531319598204 -3.68441217337088e-06 0.0007880424548918079 0.00030863499521435099 -0.00020032718680045662 0.00096902463413456785 8.9973307743857023e-05 0.00016404595735489789 -7.9223038922771551e-05 -4.8013798917383464e-05 0.00041202034380784729 -5.2885683430910176e-06 -0.00047217581869684819 0.00064626866141309918 -0.00010219255274752101 0.0018513435756271613 0.000171571623946568 -2.2549873221978074e-05 0.0002347628904577229
leaf_count=3396 2747 4821 6880 1153 17202 1384 6442 9068 103001 45923 14802 6707 16806 210 2467 2064 95 12564 2134 17685 3732 1041 1982 101 996 61493 38 2122 10202 2673
internal_value=0 -0.0256875 -0.013307 0.0378879 -0.0628973 0.0857006 0.162754 0.0526303 -0.0257881 -0.0573808 -0.110684 -0.0679049 -0.0275739 0.00701164 0.0741623 0.00226865 -0.306856 0.129017 0.0082561 -0.0250849 0.0999884 0.0978862 0.20186 0.310455 0.576116 -0.0747917 -0.0216876 0.215971 -0.0415206 0.0351356
internal_count=361931 332372 232437 42146 99935 6205 7595 29559 190291 87290 41367 26565 19858 17016 26163 11132 2842 15031 34551 25606 8945 7921 5213 3231 1097 93730 32237 2160 30077 12875
shrinkage=0.000980392


Tree=2627
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 1022 1016 859 885 712 1038 570 15 11 909 516 447 973 917 492 699 1449 984 578 1453 677 521 982 1387
split_gain=33.3431 26.9241 25.2713 66.1802 24.9177 30.0637 27.3539 28.7584 24.9391 23.6578 23.4138 22.327 21.3658 23.9917 26.1103 25.1271 24.7627 22.0325 21.7161 24.4863 21.9768 25.8087 23.3627 21.973 20.9623 20.9404 20.9396 23.2656 20.7215 20.6971
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 4.8263866747680533 -0.63779424894106762 -0.17630926381181156 -0.4998781572545779 1.5345964658009021 -0.92441224859975035 -0.25933515126719159 0.6082395262932252 0.59972846529787971 -0.089283776459394754 -0.68229739446570437 -0.23473716579358797 0.30113011682197 0.23597764718087469 2.0624490424554458 -0.87905496296652397 2.1847129145757513 1.0000000180025095e-35 1.0000000180025095e-35 1.7621802667917166 2.3851350518515075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 3 -3 6 -6 7 9 -7 26 -1 -11 13 15 -15 -4 17 -17 19 20 21 23 -23 -14 -12 -13 -2 -28 -10 -22
right_child=1 2 12 -5 5 8 -8 -9 28 11 24 25 18 14 -16 16 -18 -19 -20 -21 29 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00013441721417960437 -0.00016166860151964297 -7.0153076568850778e-05 -0.00011133776029097313 0.00045728947259218169 5.243692476741904e-06 0.00043811944841191057 -2.8553123256267406e-06 -2.4006480305317485e-05 0.00012500743127593101 0.0011540171401449855 0.00022700752244261276 -0.0001600438781357696 0.00040037187733471899 0.0018466319333290153 0.0001740261852023743 -7.9404259052189084e-05 0.00022473113792931845 0.00019018957727979518 -0.00015518104896440223 -9.3971636690548156e-05 -0.00011158223244952412 -0.00030332702334714913 0.00037889496069634583 -0.00097690981809437152 4.6610428405827986e-05 0.0015237100334413367 -0.00012924151741235191 0.00010763614539911579 -0.00047291191590324757 0.0012422097247631451
leaf_count=3225 32143 4821 16859 1384 34551 1153 103001 45923 6164 102 3439 239 2022 38 2122 8313 2823 2082 29445 25434 3163 894 382 86 22895 28 5376 3479 278 67
internal_value=0 -0.0259667 -0.0625269 0.0819102 -0.0138079 0.0336161 -0.0253679 -0.0587012 0.153009 -0.115844 0.0505968 0.40275 -0.0741017 -0.0216422 0.218258 -0.0416697 0.0341642 -0.0224354 -0.103205 -0.0594022 0.0745891 0.205215 -0.071091 0.364854 0.0704675 0.0697427 -0.124125 -0.0294209 0.103244 -0.0823241
internal_count=361931 332372 99935 6205 232437 42146 190291 87290 7595 41367 29559 369 93730 32237 2160 30077 13218 10395 61493 32048 6614 3384 1276 2108 26334 267 40998 8855 6442 3230
shrinkage=0.000980392


Tree=2628
num_leaves=31
num_cat=0
split_feature=728 659 135 705 997 376 1356 785 620 763 1303 921 1452 1464 1452 1469 994 1182 1451 550 428 1453 569 966 1470 704 767 905 1104 507
split_gain=17.0051 18.9118 18.3588 18.5793 28.5626 44.4208 24.1305 25.6117 25.4602 24.3956 25.056 23.6786 23.1712 35.2197 31.5925 29.1991 29.7507 24.956 23.7792 23.4437 26.6384 23.5688 23.1167 22.6502 22.5363 21.8545 21.6331 20.9252 20.6898 20.6037
threshold=1.0000000180025095e-35 0.62821384419828064 -1.3946603837892411 0.53889019796838877 1.2208093854130835 1.2189113891555967 1.0000000180025095e-35 -0.86283290253235112 1.1734518836084071 2.4293175532806113 1.0000000180025095e-35 0.62154522891879982 0.91361512331551464 -0.084000950448011799 1.434259801303694 0.078137871353226335 0.8842496980836686 0.9454313681708747 1.246572782916967 0.29966714842153758 1.4296152918501643 1.257127198603895 -0.10549626350097389 -0.64989296210857528 0.86093751738940238 1.6438593541543214 1.8269839575643754 -0.28729180139181337 -0.3480133495096544 1.0941628986121894
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 6 11 7 -5 9 -9 -11 22 19 15 18 16 17 25 -15 21 28 -4 -6 -12 -17 -14 -8 -22 -21 -7
right_child=-2 -3 3 4 5 29 26 8 -10 10 23 -13 13 14 -16 24 -18 -19 -20 20 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024097115583421053 -0.0017840855561525881 -0.0022020694776056235 -0.0024204891945058564 0.0069861009360004155 0.006644709648935241 0.02757641297989058 0.0051362392910111023 -0.0026082034324021192 0.0060463562114505707 0.024607345453480738 0.020073184298628709 0.014364329947180177 0.0046304030064563129 0.022632020250742235 0.0025558096806302432 -0.020075217412936591 0.025929611111074637 -0.020087766392779049 -0.0042398378793248315 -0.0015403025788414846 0.0090630741233137576 0.0051649094488575254 -0.0061766644460948209 -0.032149381918347729 0.075444247912559395 -0.023021860953662709 -0.0092765553378798982 -0.018701122363109543 0.007011907305571905 -0.013522895008481695
leaf_count=31431 109090 41024 66339 5832 3999 1562 19784 35927 5195 815 214 2031 4026 2261 2966 1442 531 825 444 4865 401 5188 3358 286 30 362 1239 1019 9269 176
internal_value=0 0.00102402 0.00957926 0.0172873 0.0419415 0.147065 0.0255827 -0.00251009 -0.0209282 -0.0416633 0.265966 0.0861093 -0.00343129 0.0828616 0.203951 -0.0253268 0.0381398 -0.0140142 0.366897 -0.0170176 0.0556311 -0.0359159 0.023639 -0.178435 -0.349354 0.0460796 0.0853469 -0.214312 0.0836263 0.472893
internal_count=361931 252841 211817 180386 80418 11126 69292 48269 42437 37242 1315 9388 99968 12887 5671 7216 5744 5213 2705 87081 15554 71527 7357 500 1472 4388 21023 1420 14134 1738
shrinkage=0.05


Tree=2629
num_leaves=31
num_cat=0
split_feature=1430 1298 1469 1424 944 194 1470 816 651 747 974 84 67 89 545 775 487 577 794 749 761 1469 49 1105 498 578 785 1465 121 1185
split_gain=17.033 30.047 27.0458 24.9952 32.7873 30.2125 31.4457 28.166 23.6536 22.2722 21.516 25.6578 21.3914 27.4711 24.9443 22.4387 24.3377 26.8773 21.8316 21.3812 24.4316 21.3655 21.2729 21.141 20.8447 25.4632 22.571 20.6786 21.8068 21.6412
threshold=0.54622893720785959 1.0000000180025095e-35 -1.0588145806293296 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.0063519662924898046 5.4525537492333047 1.1107569744011787 0.98810451262880827 1.1441197554699014 -0.24321750327036865 1.0000000180025095e-35 -1.083035101872998 -1.3445792648519526 -1.3793386813088184 2.5931692631192402 -0.9250398530534788 2.2041218380651819 1.8750166115898506 -1.7279891435141093 1.569158560977409 3.6329264928364817 0.31612863818062714 1.5674918557501278 -0.87905496296652397 -0.86283290253235112 -0.22182333324429437 3.876741648688613 2.8962205534597767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 4 7 6 27 19 9 -2 11 -10 15 14 -14 16 -5 -18 -15 -4 -21 -13 23 -1 26 -26 -3 29 -29 -6
right_child=8 24 3 12 5 -7 -8 -9 10 -11 -12 21 13 18 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0034680201485129793 0.00093094086799872368 0.0042829920580270929 -0.0097381561462387203 -0.021071915592197763 -0.011187743627170564 0.00053949169687088393 -0.016114903140282945 0.038416284017589453 -0.0084184874920362595 0.0066885172312189274 -0.012023528731331121 0.0060457579229253218 0.015725405697659612 0.0016299421703984886 -0.03589189880699261 -0.0027228438264340644 0.14234705494467384 -0.013172196384481239 0.020805765427513334 0.20579427890841595 -0.033334067346595012 -0.020527496408891163 -0.055206636641627317 -0.0067055106146166584 0.019528008383960668 0.0028133420514896302 -0.00073353574172558699 0.0026632108546921062 0.12184990050652351 0.077425044615753821
leaf_count=15178 65480 11708 16464 2191 4559 14980 6882 108 3528 8191 2967 4456 187 15742 483 37108 45 71 781 21 1193 425 106 3625 1085 10237 129177 4880 30 43
internal_value=0 -0.0176211 -0.0482309 -0.0662297 -0.111584 -0.0601376 -0.156729 -0.204653 0.0188282 0.0333188 -0.0749039 -0.0191727 -0.0311033 0.0338649 -0.438497 -0.0683431 -0.355862 1.0775 0.0519179 -0.216528 -0.624433 0.0794038 0.0295452 0.0347134 0.0025771 0.0913316 -0.0054443 -0.0550118 0.0679533 -0.200406
internal_count=361931 276884 124677 105768 49160 31374 16394 17786 85047 73671 11376 8409 56608 17193 670 39415 2307 116 16523 17678 1214 4881 18909 18803 152207 11322 140885 9512 4910 4602
shrinkage=0.05


Tree=2630
num_leaves=31
num_cat=0
split_feature=785 727 125 50 750 57 21 497 728 540 1464 644 943 708 564 382 590 766 1 353 747 967 978 1469 492 417 279 1004 1115 1378
split_gain=45.1418 29.3434 28.781 36.5916 38.2315 30.9209 31.3821 30.7338 32.0165 29.9675 27.1048 26.139 28.1647 25.7791 24.9611 24.0299 31.3789 23.9797 23.9135 23.6607 27.0285 26.5205 27.2288 23.8738 23.764 23.563 23.4153 25.9234 23.7976 23.2391
threshold=-0.86283290253235112 1.0000000180025095e-35 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 1.656418941702585 -0.49008176997875957 2.9110317759397999 0.74657910936426475 -0.34929633066952553 1.4693784537238983 -0.062583130981342716 -0.50418770996360651 1.0000000180025095e-35 -0.67541201360492764 1.0970844756524005 0.14060148230820743 -0.90025158221480928 1.0000000180025095e-35 -0.20575281925485042 -0.95701537237522805 -0.93292365169008462 -0.60159953132584409 1.567617038470033 0.65783273753703375 -0.67247122454611608 1.5234090504031934 0.80891129331221767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 7 13 -4 -9 10 -8 19 17 -7 -14 16 -10 26 -11 24 23 22 25 -21 -2 -22 28 -28 -13 -6
right_child=2 -3 5 -5 29 6 9 8 15 18 -12 12 14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.5646975096237186e-05 1.1806088332895508e-05 0.00011899524904534523 -3.5572006660071926e-05 3.364124685887545e-06 -0.00019011833059776842 0.00031451407873887697 3.5481648934394265e-06 -0.0001611106471211327 -0.00021971842581515247 -0.0004963747736604642 0.0003245912142966928 -6.086182593666252e-05 -7.0159892915593397e-05 2.3929935577600486e-07 -0.00037244519302022649 1.6303815032362763e-05 0.00030311552953642742 -0.00017233083491452041 0.00029483442894873439 6.9101892344945631e-05 -0.00031316950953328869 -2.87784896954541e-05 0.00011019623728258815 -9.3878487835156221e-05 -0.00020074420672780131 0.00064140986063928262 -0.00021949660117717956 6.4481492272852874e-05 -0.00028143424333408514 6.530885434164656e-05
leaf_count=12551 5068 17008 50676 62515 24520 3437 5594 1762 572 679 1209 50039 4704 1536 4628 3444 3996 12556 175 5578 1424 17209 17772 23272 8473 140 2073 13745 3274 2302
internal_value=0 0.0606272 -0.0282604 -0.0412053 -0.0594818 0.00836379 0.0976759 -0.0134743 0.0923003 0.0184342 0.0630208 -0.0478263 -0.0784518 0.22482 -0.235648 0.14751 0.246241 -0.0657561 -0.331832 -0.0179735 -0.00135364 0.0368601 0.0908401 -0.0584647 -0.116305 -0.218129 -0.0490648 0.0296804 -0.0752915 -0.162555
internal_count=361931 29559 332372 259292 196777 73080 12630 60450 9774 7657 6803 169955 91019 4973 9332 8012 4568 81687 854 78936 65395 36545 19336 28850 13541 1564 69131 15818 53313 26822
shrinkage=0.000980392


Tree=2631
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 706 967 497 382 832 965 222 279 11 557 1464 1454 1028 1449 21 1452 1452 1468 1469 1451 1037 728 641 21 416 915
split_gain=31.7926 29.1297 23.9057 45.5472 23.3301 26.7698 25.2769 29.6781 25.5016 24.8733 24.047 23.4866 26.0034 24.4347 22.8253 25.4911 27.1704 24.1088 25.2213 34.6659 36.7755 29.0378 29.269 28.7217 22.7969 22.5948 22.3005 22.1679 25.1761 24.1572
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.2757743684523109 1.5343909308640491 1.5729800777409018 1.0000000180025095e-35 0.89888289943376809 -0.45591238426429986 -1.5421810694528248 0.3831298080087287 -0.87191264689159853 2.5220033806985911 -0.014205097036277146 -0.94795818613911831 -0.96688480048775205 0.31881434390535024 1.5676574675808517 0.70902136653063086 1.4964844356863973 0.82408035764145182 0.61317431934501754 3.182967350764248 0.30001598979790833 -0.49008176997875957 -1.0417280143002476 -0.70163543588998201 -0.4660552944183215 -0.40124831324906585
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 4 -4 5 27 8 11 14 -9 -7 13 -13 -8 -6 16 -16 18 19 -17 21 22 23 -21 -11 -1 -20 28 -2 -30
right_child=1 -3 3 -5 6 10 7 9 -10 24 -12 12 -14 -15 15 17 -18 -19 26 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00012753970899875576 -2.4071411862755286e-05 -7.4143981970120816e-05 2.0025317294727563e-05 0.00037894047639234823 -6.3930215685671993e-05 -0.00061652606905285171 0.00027066568889843158 0.00014073502058595827 -0.0001310348707327163 -0.00027387281101473165 -9.0445353438782424e-05 -0.00082994975547584331 3.8317112580869519e-05 -0.00083013773574198372 -0.00045552795042489249 -4.9615897892721449e-05 0.00064692633103308531 8.1305932949734294e-05 0.00082108226489755322 0.00053704409127777676 -0.00018498689938215834 -0.00012401920584811059 -0.00049895298076730265 -0.0008224091596389484 6.6961636302428294e-05 6.6509516141818883e-05 -0.00026102179729820967 -6.5042091424127471e-06 0.00021425710232335677 3.9637189258822779e-05
leaf_count=3396 9916 69820 10762 1780 71940 625 3846 1792 22121 2524 8130 184 1518 98 209 23962 519 11104 87 1801 1043 631 171 78 1302 26163 2995 68380 6982 8052
internal_value=0 -0.0273017 -0.0173488 0.0732786 -0.0226012 0.00273564 -0.0419989 0.0537221 -0.0518207 -0.0560882 -0.122269 0.161742 -0.0471249 0.250896 -0.0390409 0.00231747 0.43464 -0.00489694 -0.0390433 -0.0164492 0.179414 0.309256 0.426409 0.496213 -0.156507 0.0475329 -0.23189 0.0131396 0.0721368 0.126723
internal_count=361931 332372 262552 12542 250010 102085 147925 11264 136661 5618 8755 5646 1702 3944 114540 42600 728 41872 30768 27686 3724 2681 2050 1879 3826 29559 3082 93330 24950 15034
shrinkage=0.000980392


Tree=2632
num_leaves=31
num_cat=0
split_feature=785 181 837 277 567 1286 8 1463 942 712 484 145 402 1464 1467 139 21 1122 1458 632 1177 263 1459 1217 87 1450 979 636 839 142
split_gain=36.3836 29.811 27.1804 30.1887 30.2464 26.1879 28.7556 29.1862 37.6533 23.8127 22.9897 25.0365 22.5744 23.9016 21.1301 23.9622 21.0774 23.7011 22.3472 21.6641 23.3142 20.9138 21.0587 28.9846 24.5427 24.5088 24.0683 21.3981 20.8286 20.7541
threshold=-0.86283290253235112 1.0000000180025095e-35 0.64384972645585192 1.383899167819199 0.92516156521891413 0.78161905918100072 -1.3201780167189929 -0.043407658172389896 0.44633743931240322 -0.63779424894106762 0.40243943359777712 -1.1507712560729344 2.3072461888407707 0.46787064418763252 -0.41259912630364309 -1.0330013613250195 1.0000000180025095e-35 0.79579885031402708 -0.82108684835595114 -1.1226924480788913 2.6605302561394431 1.6445160113075163 0.53912233727729608 1.9780750160580907 0.56076668980743449 6.3256978922114095 1.4755368708648944 1.6897872118737169 -0.7925898078029322 -1.1002423157282424
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 4 29 10 -7 12 14 -1 -2 -12 -8 -14 15 -9 17 19 -18 -11 -21 22 24 25 -3 27 -26 -24 -17 -4
right_child=1 21 3 -5 -6 6 7 8 -10 16 11 -13 13 -15 -16 28 18 -19 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00013414578143089776 -5.2651714343583902e-06 -8.3368662886968534e-05 0.00010753177903493491 -0.00025598127431155775 7.6068966141319634e-05 -0.00020158411834704328 1.962849808506525e-05 0.00076253480941514172 0.00027255918991298249 -0.00023997126663637616 0.0001330379485780754 -8.9324176286844701e-05 -0.00053125815113681286 0.00040749033308724945 -2.7728154257472111e-05 -0.00042447732771417083 0.00030643423595494472 -0.00020151949877268558 8.6915787495169515e-05 0.00010094294243710531 -0.0006498651327833632 9.8335684966057316e-05 4.1572606726482566e-05 -0.0005626934569545383 -0.00025935595504741302 0.0012342086025107068 0.00029588288772238147 -0.00044515253445245911 0.00016935000465650554 -8.7375374857900928e-05
leaf_count=3225 127297 43381 3171 4948 8236 2580 21683 268 4928 1030 2973 33295 627 129 6130 344 2470 2073 12635 7938 188 3060 11017 460 10680 62 591 569 3473 42470
internal_value=0 -0.0274129 -0.0173478 -0.0640049 -0.0486903 -0.00575763 0.0438665 0.0575678 0.129466 0.0525329 -0.018865 -0.0723556 0.00666329 -0.355304 0.0527835 0.172341 0.0725486 0.0029613 0.125855 0.0490806 0.0856095 -0.0762741 -0.0877133 0.00383267 -0.11137 0.0289559 -0.231981 0.0185424 0.127414 -0.0744993
internal_count=361931 332372 262552 58825 53877 203727 40162 37582 15143 29559 163565 36268 22439 756 10215 4085 26334 11229 15105 9156 8126 69820 66760 12108 54652 11648 11271 11586 3817 45641
shrinkage=0.000980392


Tree=2633
num_leaves=31
num_cat=0
split_feature=50 56 1470 910 582 896 1188 181 89 1466 541 491 1463 9 1119 971 281 633 461 0 1465 1392 1391 557 834 788 597 633 1255 74
split_gain=17.1034 32.5383 20.8458 21.584 20.9643 22.2627 29.8343 20.0138 19.9702 20.0354 19.7983 29.5691 19.5237 19.4995 25.9941 22.6612 19.0956 18.9525 18.5031 27.7453 25.7899 22.5679 21.7375 23.3048 21.5705 25.4465 20.8802 20.8961 19.9996 19.7093
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 0.67909569382761958 1.0844420916666788 0.13351389361957308 0.77421534435549644 4.0855004897734855 -0.12737122010548954 0.29321934873014976 -0.55676187874653171 -0.18086751469836423 0.94170239728407068 2.0808607788288147 0.0088013915789811378 -0.47720073139530317 0.66630671482027448 1.576043574404842 1.0000000180025095e-35 -0.048706952389833282 2.3195887819936725 3.0243454669273118 0.63128158884580954 0.44333015554798699 -0.24034163581206711 1.0000000180025095e-35 3.1596628491584919 0.96669899838159601 1.5735607247588403 -0.14933270181228522
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 7 6 17 12 9 -8 11 -1 -4 -7 -15 -16 -13 -6 19 -2 21 26 -21 29 -23 -26 -20 -28 -22 -24
right_child=18 -3 4 -5 5 13 8 -9 -10 -11 -12 16 -14 14 15 -17 -18 -19 20 22 28 24 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.023545419001668316 -0.0028087649597415957 -9.5890413801176855e-05 -0.0062010528481949651 0.017766735083647216 0.0051489856922648618 -0.0095881584719400836 0.051987631628763908 -0.046543511889073526 0.0031937629342934145 -0.0070100948124418722 -0.0069189059759435737 -0.027272979381831132 0.001427680477479164 -0.02040850572400477 0.14896483858368223 0.0078767176875367394 0.019363912509966857 -0.030893566792708646 0.00058377493936405606 -0.00036469092321167722 0.011655094385863752 0.036944551782895511 -0.0021931985841626661 0.015420707143399784 -0.029136831502141872 0.027832758995399848 0.022728735032278874 -0.031323136020293865 -0.024528409274013632 0.00877859200112765
leaf_count=738 49145 90457 55997 899 2420 2276 360 489 296 88 2466 321 7227 75 36 33 143 228 103322 29322 3523 399 4629 2125 189 189 715 84 180 3560
internal_value=0 -0.0277089 -0.0746894 0.0683607 -0.0900008 0.046485 0.16759 -0.107867 0.553521 0.824986 -0.0133744 0.207764 -0.104668 -0.138243 0.786351 1.7956 -0.22668 0.0389795 0.00505447 -0.0192761 0.0244646 0.0176411 0.0239719 0.110829 0.38823 0.0109568 0.0147369 0.342554 0.197891 0.0551591
internal_count=361931 164549 74092 4567 69525 5812 3392 63713 744 448 3668 1202 63224 2420 144 69 464 2648 197382 88781 108601 104898 39636 10314 777 378 104121 799 3703 8189
shrinkage=0.05


Tree=2634
num_leaves=31
num_cat=0
split_feature=1097 269 785 1470 713 497 354 710 930 921 990 629 487 1331 1452 195 1455 1468 1361 884 1457 450 816 958 332 257 1468 1290 1470 808
split_gain=35.7918 44.8634 36.2211 35.0194 31.5368 29.7676 29.5216 26.2696 57.0034 39.5149 38.991 34.5672 38.0354 30.7343 27.215 25.7308 25.6176 35.756 28.1832 25.8847 25.5159 25.4875 25.4408 46.5774 29.9798 31.2256 30.7313 29.9038 28.3177 27.0523
threshold=-0.64966988391888181 -1.2832447556410924 -0.86283290253235112 -1.1417127449306028 1.0000000180025095e-35 2.2206245932530155 1.2841085960417071 1.9207401787728819 1.0000000180025095e-35 1.0525743831388839 0.65656536832909496 1.1923636192327456 0.81613437573249659 -1.0674385962720063 0.4926003403048807 3.4643624210569857 1.3141790966806519 1.2465044061975814 1.0000000180025095e-35 1.0000000180025095e-35 1.339295830115254 0.69231615738246322 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.6066257441367156 1.8124611990991408 -0.32567218528445913 1.2180576537285257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 20 -3 7 21 9 11 22 -11 12 14 -10 -9 -12 18 -18 19 -5 -1 -7 23 -4 25 26 28 -26 29 -24
right_child=1 2 5 16 -6 6 -8 8 13 10 15 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 24 -25 27 -27 -28 -29 -30 -31
leaf_value=9.5200833847397126e-06 -9.0356860498176688e-05 -0.00018505869754580201 -0.00013383251556701447 -0.00025614041618705435 0.00010973762839179069 2.9362414488989835e-06 0.00048295547585792964 0.00025692747213977313 0.00045174394280586344 1.3008541756992127e-05 0.00023609802280617336 -0.0003185237236153447 -0.00014675729550621031 -7.9930780710268842e-05 0.00062275107359563995 -0.0011617485607705483 0.00012102626541344502 -0.00027048471540302136 -5.5222880788693338e-05 -9.8563280979825274e-05 0.00027977541736660537 0.00027455262698838353 1.5175391003466468e-05 1.7911810703006857e-05 3.0322358577821707e-05 -6.5039830131515342e-06 -0.0006567955221917375 -0.00019122199016073665 -0.00018763729945926361 -0.00060642157492343666
leaf_count=10767 32744 1859 29236 17818 20222 5302 818 3262 499 16414 5174 455 841 7402 1108 64 6608 1455 60457 21686 1923 1846 9657 16927 45769 22267 681 2860 15201 609
internal_value=0 -0.00567834 0.00510524 -0.0569726 0.0877563 -0.00514089 0.116607 -0.011566 0.0799673 -0.0195058 0.0660099 0.239332 0.287862 -0.0440093 0.362643 0.225056 -0.0730655 0.0510815 -0.0854709 -0.149418 0.0577572 0.0754486 -0.0333982 -0.0797604 -0.0142202 -0.0589322 -0.128246 0.0189072 -0.112931 -0.0127447
internal_count=361931 241217 208473 120714 22081 186392 7966 178426 13567 164859 21652 5666 5211 7901 4370 5238 108024 8063 99961 39504 12690 7148 143207 46163 97044 48415 26148 48629 25467 10266
shrinkage=0.000980392


Tree=2635
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 647 590 714 588 689 827 908 290 969 513 746 840 566 497 697 1241 561 401 903 696 763 1452 407 1187
split_gain=32.6316 30.7225 25.9292 32.4499 29.853 27.9516 25.68 62.5418 24.7885 47.2373 38.4565 32.3474 30.8435 33.4373 30.6186 30.4119 35.3175 27.8408 32.2676 28.6572 29.3058 27.3083 26.4745 29.5888 26.4167 25.2366 23.4543 23.3714 23.11 24.936
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 2.250834115212506 -1.1110989058077336 -0.36836247429892682 -1.0798125146409936 1.979635823759073 -1.6771163057449063 1.0454229551509682 3.6288968102052546 1.593014926627095 0.75597511057269628 0.6154197817996786 1.4714256445119207 -0.67919258870259713 0.060847979350058673 1.6561475724042281 1.491156072785639 -0.53099574388912829 2.3356415210353689 0.62995620057108082 -1.2965003005540392 1.5105553474803968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 7 -3 11 10 -10 27 -12 14 -14 28 -17 18 19 20 -13 -18 24 -24 26 -20 -16 -2 29 -11
right_child=1 6 3 -5 -6 -7 -8 -9 9 15 12 17 13 -15 22 16 21 -19 25 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.8338400344956639e-05 5.8200594844656495e-05 -6.7940514027181988e-05 -5.6581674390974162e-05 -0.00012505349210541308 0.00019587105384015284 0.00010787579792678653 -7.5627023568356928e-05 0.00044443631322712012 3.8859259603022193e-05 -0.00034967171862730737 -0.00017773044401107381 0.00010631151124725489 -0.00037924779876669508 0.00010656152004317646 -2.2523895685860063e-05 0.00044653508260389298 -0.001699967388462047 -0.00022906118487138089 0.00020565874645216907 -0.00010230304589105812 -0.00015486872269049123 -9.7322728175547726e-06 -0.00011814456719613388 0.00015136029402919277 -0.00018534264541767424 -0.00017338911850613752 0.00024637981988394434 0.0002664871318832614 9.3675143388561102e-05 0.00066681754234724155
leaf_count=29559 12510 4821 8900 5398 6196 9111 93730 1384 20742 1140 14282 18676 2115 5147 50799 1548 55 2789 861 5513 2797 142 39611 1738 4967 6844 1660 2975 5806 115
internal_value=0 -0.0264754 -0.0134773 0.0458917 0.0754405 0.0310631 -0.0654901 0.0801126 -0.0230882 -0.0381671 -0.0493975 0.0189433 -0.0655562 -0.0537762 -0.0637989 0.107958 0.350145 -0.0180131 -5.86449e-05 0.0379948 0.0773565 -0.459826 -0.0588982 -0.105271 -0.0289323 -0.127793 -0.0146769 0.103703 0.0468335 -0.242364
internal_count=361931 332372 232437 29605 24207 18011 99935 6205 202832 149867 141061 52965 120319 106037 100890 8806 1745 37480 34691 26986 21473 197 98775 41349 57426 7705 52459 15485 7061 1255
shrinkage=0.000980392


Tree=2636
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 540 497 728 1464 728 113 12 644 793 728 909 703 400 568 964 1459 1024 21 1122 1 637 497 686 858
split_gain=37.5933 27.129 33.2382 35.2744 29.7946 30.7776 28.6572 28.0181 28.6559 27.9234 26.6355 25.7115 32.3302 25.3323 25.8215 26.3553 29.5485 29.3072 24.1571 25.386 24.0424 24.0458 23.6623 23.5303 24.0921 23.5229 22.9986 22.9882 22.9125 24.4552
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 2.9110317759397999 1.656418941702585 -0.49008176997875957 0.74657910936426475 -0.49008176997875957 1.0000000180025095e-35 -0.28505987831433222 -0.34929633066952553 1.0000000180025095e-35 -1.3163276726681863 2.6786836414808524 -1.3699734350253194 1.0000000180025095e-35 -1.8567158555664325 0.29053103139419062 2.387882385810475 1.3727948663943095 1.0000000180025095e-35 0.79579885031402708 0.14060148230820743 1.758494774759918 -0.54875103442761752 1.6123350876002307 1.0825608069246189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 13 7 11 9 -3 -9 -7 -1 12 -6 -2 18 16 17 -16 -15 -20 -17 26 -13 24 -12 -8 -22 -14 29 -10
right_child=1 4 -4 -5 5 6 25 8 28 -11 23 22 27 14 15 20 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002071523908889828 -9.0380242312657392e-05 -0.00010794300548036689 -7.1653750760636994e-05 -0.00022506123217148861 -4.6251202715463646e-05 -7.3082028038779946e-05 -0.000561120559837556 -0.00022385467653590865 0.00014250060974817225 0.00025385054252073663 -2.4971058988868774e-05 9.7262976618079655e-06 -0.00016687302616356011 -0.00014216376524365566 -0.00030278972990990523 -0.00016912525215992351 0.00078981989342947762 6.9056519520482485e-05 0.00061263639250953915 -0.00026919808249751122 -1.5325693151057036e-05 0.00053785696726506066 -0.0010365428744342857 5.7353337742230367e-05 -0.00027769479301824589 0.00022243966379766834 -0.00042879039008174156 0.00047181994536549525 -0.00029694174905618389 -0.00020823624702521668
leaf_count=3396 78936 50676 62515 26822 1023 5594 679 1762 6320 1209 9068 1824 269 26544 1552 30905 182 4840 203 18921 6774 286 102 15031 2064 175 812 1755 769 923
internal_value=0 -0.10293 -0.115287 -0.132435 -0.0674898 0.0203657 -0.0581673 -0.0886649 0.0126124 -0.0143964 -0.0213048 0.146363 0.2609 -0.121315 -0.150993 -0.110722 0.0204005 -0.00910447 -0.195168 -0.264742 -0.137194 -0.0294263 -0.0415978 0.00127842 -0.0728353 -0.399851 -0.0561057 0.402314 0.0653677 0.0990102
internal_count=361931 332372 259292 196777 73080 12630 7657 60450 9774 6803 29559 4973 3047 169955 91019 45351 6574 6392 45668 19124 38777 7872 1926 26163 11132 854 7586 2024 8012 7243
shrinkage=0.000980392


Tree=2637
num_leaves=31
num_cat=0
split_feature=391 585 947 363 1111 740 629 659 759 401 483 894 867 633 1053 1045 7 693 1450 1455 283 633 9 772 703 1458 1383 1242 816 496
split_gain=17.3949 27.0479 24.7196 24.7148 24.6817 21.8644 23.7024 21.5185 24.8029 24.1372 25.6583 20.9284 20.3604 20.3173 19.877 26.4493 21.6512 21.5453 19.8339 21.7399 20.4458 20.3115 29.0866 19.6757 20.2044 20.3606 19.56 25.5889 20.9698 20.2798
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66063686667618471 0.62112637700772277 -0.36368287781983893 2.6399776226761449 1.7540977929717843 0.62821384419828064 -1.5059454084051485 1.0000000180025095e-35 -1.998657935510199 0.96742979996179246 2.3064030050518314 -1.6419545378908948 -0.81834395254078796 0.3179247743517512 -0.77016800148832776 0.44145510489645517 4.2167433909250827 8.4982874954323897 0.77832727332863727 -0.46937794835427021 -0.46217986436446984 0.88614318477752108 -1.161541694829604 0.33493849984939089 0.13899492577457914 0.22437621660557641 6.0906794990390116 1.3718577770543814
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 7 23 18 -7 11 -9 10 -10 14 -8 -6 15 16 -3 -17 19 26 -21 -20 -23 24 -5 -26 -1 28 -28 -29
right_child=1 3 -4 4 13 6 12 8 9 -11 -12 -13 -14 -15 -16 17 -18 -19 21 20 -22 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.0007554177314677286 -0.0051052722819221619 0.021060907026316446 0.0011691843962478991 -0.016273292752716509 0.095072875062337969 -0.0022904966020421322 -0.021476568197146773 -0.038136481607265953 0.095381514603536527 0.0024754014639875805 -0.012636481252851106 -0.0025837937901937633 0.032788537240203988 -0.0094371602502571258 0.0022716499689774973 0.014934907245695251 0.00079179062386320058 0.057141832146870512 0.026190744378872689 -0.051725649030412157 0.020925430636602935 -0.018701622253986319 0.01873345340673235 -0.015763411915414003 0.0021912644583287509 0.021358452780748837 -0.00014758075618212518 0.0045534405380915667 0.054844807720132477 -0.0045337738457569129
leaf_count=130509 50631 987 10936 674 30 3663 1481 359 31 3460 3686 10997 94 9164 31735 452 2540 239 626 176 48 405 479 838 2814 992 58653 31859 58 3315
internal_value=0 -0.0335759 -0.0745141 -0.00231871 -0.0965133 0.00120853 -0.13536 0.0195718 -0.0996871 -0.0711161 -0.230534 0.0381241 -0.367031 -0.181569 0.0658144 0.217418 0.13452 0.635942 0.00477051 0.00284074 -0.654972 0.239404 0.0395444 0.0318725 0.0948005 0.157851 0.00360142 0.027692 -0.00131712 0.074191
internal_count=361931 130565 61567 68998 14512 231366 5238 54486 7536 7177 3717 46950 1575 9194 35953 4218 3527 691 226128 224618 224 1510 884 5318 4480 3806 224394 93885 58711 35174
shrinkage=0.05


Tree=2638
num_leaves=31
num_cat=0
split_feature=21 1423 51 1457 1463 869 152 1457 1457 1465 1470 1457 1458 1458 1451 1454 1464 1457 1450 1458 21 1456 1449 814 1449 1459 1459 1457 1454 1459
split_gain=17.3311 18.281 20.6598 21.5372 27.8989 27.3135 26.9946 25.215 56.989 35.1451 34.6344 25.1506 38.106 40.8479 35.979 35.34 34.3674 39.0468 44.8121 37.4212 35.3307 41.2144 33.5893 32.9672 34.9801 32.3299 33.9776 40.0025 38.5196 37.0298
threshold=-3.2545899522946695 1.0000000180025095e-35 1.8613588887694643 -0.17133938114537597 1.2337315408238476 -0.57653763495970078 2.2456604151366686 0.078020128969186059 0.089361679694024934 -0.017167228058440218 1.3261200586369628 -0.036801809377065418 -0.40093626605592042 2.4356060858615711 -0.44322419471286412 -0.71584950188157126 0.71492702701447042 -0.072181143369959858 0.4766462625089169 0.036661978097680334 0.81122649975724037 0.37396721338577926 2.3298151298740293 3.3844084325317341 -0.40251401219939392 1.3671217988033699 -0.452064525393509 0.46813647843971296 -0.77574368866889332 -0.43919381630331999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 11 -2 -7 9 -9 10 -6 12 14 16 -5 25 17 18 -14 -20 21 -19 -16 24 -18 26 27 -13 -29 -28
right_child=1 -3 -4 4 7 6 -8 8 -10 -11 -12 15 13 -15 22 -17 23 20 19 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.01669474525060536 0.0021475076668154322 -0.0023123591426077207 -0.005236146449560935 -0.0003989287468222103 0.030017376788497821 -0.0019934395210897122 0.0066972953824040353 -0.080022830971194531 0.0044678490592255553 -0.0056441435522913298 -0.028650101826120059 -0.019204620442166007 -0.018273453236531578 0.037158977358459515 0.01672357394074955 0.00078370922350810249 0.025365651940090096 0.017599999229400708 0.018803456514662309 -0.020997944831582419 -0.0302588170541363 -0.014607652300236574 -0.054469906151050733 0.19462642000063035 -0.0048499385124683549 -0.055293202963957559 0.042462151639340549 0.0038019840596534415 -0.026919215700076961 -0.00109183898325753
leaf_count=716 29927 74693 12967 2807 1322 118343 4254 128 11480 644 184 4036 3760 292 5219 71778 922 1877 921 501 327 838 86 22 1034 197 234 3156 749 8517
internal_value=0 -0.010192 -0.00250005 0.00122012 0.0236998 -0.0170571 -0.0328004 0.116295 0.0751777 0.330845 0.503148 0.0108824 0.0874158 -0.00495596 0.203468 -0.00503243 -0.0325417 -0.100064 -0.226629 0.117684 0.102482 0.187715 0.311477 0.234096 0.210734 -0.104873 -0.0938739 -0.210721 -0.0385626 0.00624674
internal_count=361931 361215 286522 273555 121031 152524 122597 13758 11608 2150 1506 107273 18606 10494 8112 88667 10202 8224 5182 1422 3042 2715 5305 1978 1956 16889 16692 7941 3905 8751
shrinkage=0.05


Tree=2639
num_leaves=31
num_cat=0
split_feature=1097 269 1470 785 713 332 395 475 678 1071 657 955 663 865 1470 15 21 1452 1469 1358 1455 809 1357 770 1181 915 1457 416 1210 777
split_gain=33.9642 45.9769 33.2922 32.3642 34.1589 28.2797 39.5795 32.5194 30.8298 31.5115 37.9804 27.4799 27.1518 26.353 25.6782 25.6303 26.0018 39.1598 25.9908 25.7259 25.5627 29.2734 30.073 29.6367 25.7469 25.4622 25.3011 25.2039 24.6471 24.1018
threshold=-0.64966988391888181 -1.2832447556410924 -1.1417127449306028 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.69084194168817237 -0.29429909822911982 -0.56067130660624642 0.49229175427632216 1.0000000180025095e-35 -0.069427565105718306 -0.44818998538373989 -0.32341995197817647 -0.1994856019577417 -1.0470123060412753 4.1019210464865887 0.35881941651261778 0.66649192610754393 1.0000000180025095e-35 -0.91925023408926976 0.49149133427676484 0.40079874301352708 1.339295830115254 0.92498559351530296 0.3802368736872318 0.41267278538737451
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 26 4 -3 6 7 14 -7 15 -11 13 -13 28 -5 -10 17 -17 19 -19 21 22 25 -23 -24 -4 -1 -25 -8 -9
right_child=1 3 20 5 -6 8 11 29 9 10 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 23 24 27 -26 -27 -28 -29 -30 -31
leaf_value=4.9060931480796207e-06 -9.4683578437966987e-05 -0.00020291865975138117 -4.2167219599550104e-05 -7.8084633795992041e-05 0.00010332468783525344 -3.7791391329639847e-05 -0.00011711276488668302 5.0143344812709185e-05 -1.6638748030921322e-05 9.1321067423669365e-05 -0.00015847480429201119 6.2082093100981612e-07 -0.00015218259702440455 0.00015298037890843505 -0.00023013659963249931 0.00027938226146794566 5.3635847745823333e-05 0.00030375326039061123 -5.166135836007945e-05 -0.0017439510569484448 -8.7350556879402247e-06 0.00015638470531590464 -0.00024261427821376926 -2.497246147455924e-05 -5.9415455714117795e-05 -0.00021796661216758233 0.00027414697576204496 -0.000274206286084806 0.00021834378654730075 -0.00019922308144518485
leaf_count=10767 32744 1859 25653 15237 20222 34801 4034 11553 13718 3912 6102 23380 6986 7760 14972 5833 27960 1313 3967 26 25220 3784 23679 12725 6939 7506 1923 2518 1231 3607
internal_value=0 -0.00907432 -0.0590487 0.00185293 0.0800983 -0.00782328 -0.0402003 -0.0996645 0.0151369 0.0409382 -0.0625298 0.00196877 -0.0356206 0.0811295 -0.150607 0.0611974 0.0872792 0.171971 0.0396099 0.273127 -0.0747445 -0.0980939 -0.129171 -0.0213604 -0.196989 -0.0784171 0.0528066 -0.0676658 -0.0371853 -0.00219186
internal_count=361931 241217 120714 208473 22081 186392 88760 45369 97632 62831 10014 43391 30366 13025 30209 52817 39099 11139 5306 1339 108024 82804 63777 19027 30618 33159 12690 15243 5265 15160
shrinkage=0.000980392


Tree=2640
num_leaves=31
num_cat=0
split_feature=1097 269 1470 785 713 332 257 475 624 1454 1453 1002 598 566 497 450 1470 1455 1361 1457 1469 1210 831 705 557 777 1361 540 928 762
split_gain=36.4641 47.6972 33.6729 31.9715 31.0485 29.4998 44.8809 34.3004 27.4379 27.3249 28.3387 27.0164 27.7063 32.0157 27.5536 29.2041 25.5908 25.5778 31.0172 25.5658 25.0545 26.4097 28.0789 24.9404 24.5672 24.3831 24.1379 24.1255 26.4117 28.3793
threshold=-0.64966988391888181 -1.2832447556410924 -1.1417127449306028 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5779243884368064 -0.90309121467478037 0.32774520349467018 0.69854289147193727 1.0000000180025095e-35 0.95522162669230726 1.656418941702585 0.69231615738246322 -0.32567218528445913 0.35881941651261778 1.0000000180025095e-35 1.339295830115254 -0.63393269545937792 0.3802368736872318 0.70321420886131414 1.8323193334265595 0.50692245306693484 0.28151048841156351 0.55035703183932794 1.0000000180025095e-35 -0.97827964681891932 -1.3064951600667458
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 19 4 -3 6 7 16 -7 10 -8 14 13 24 27 -16 -5 18 -4 -1 -11 22 -22 -23 -13 -9 -18 -10 -29 -30
right_child=1 3 17 5 -6 8 9 25 11 20 -12 12 -14 -15 15 -17 26 -19 -20 -21 21 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=4.7375129065670301e-06 -9.5007890226697392e-05 -0.00018934263334932302 -0.00016912243374254016 -6.9649915458159335e-05 0.00010299944368296546 -0.0002210079985017853 0.00010872001779488403 5.4620748667519793e-05 -3.4398450456942179e-05 6.6065012379419767e-05 0.00073314326745409675 2.2984659555423801e-05 8.2444159241414866e-05 -0.00030218898228314599 7.2987195136242327e-05 0.00032128117571024142 -0.00027245070052361945 -9.3301617637763128e-06 -6.3224684295227134e-05 0.00027524762145646041 -0.00013242222245286596 5.1269009436864931e-05 5.402001784924756e-05 0.0017910925144224265 -0.00021781942539248443 -0.0001871686094673488 -2.5774849103450451e-05 0.00017040021759310054 -0.00030310325073922332 3.768005604263095e-05
leaf_count=10767 32744 1859 33229 12564 20222 2807 1399 11090 24271 13569 362 5878 4542 2655 7757 2464 14932 25220 49575 1923 15391 8117 4707 35 2388 3964 2630 5993 1238 37639
internal_value=0 -0.00780878 -0.059575 0.00332017 0.0810234 -0.00630206 -0.039346 -0.102917 0.0171608 0.00534061 0.271388 0.022244 -0.0570026 -0.111658 0.0378869 0.135907 -0.155178 -0.0753548 -0.0987016 0.0528847 -0.00572999 -0.0442025 -0.0873882 0.0605844 -0.048766 -0.00227634 -0.226037 0.0224426 0.0491135 0.0293974
internal_count=361931 241217 120714 208473 22081 186392 88760 45180 97632 43580 1761 94825 15463 10921 79362 10221 30126 108024 82804 12690 41819 28250 20098 8152 8266 15054 17562 69141 44870 38877
shrinkage=0.000980392


Tree=2641
num_leaves=31
num_cat=0
split_feature=819 623 756 844 837 0 1031 429 1310 1138 1076 1004 399 559 273 1098 1177 687 139 1050 35 422 1190 836 288 306 296 225 1317 1002
split_gain=17.4264 19.2194 19.8789 21.2046 18.7365 23.2062 24.101 24.244 22.1952 21.692 21.6091 36.637 25.3305 28.1252 27.3104 23.6295 29.9549 22.8273 21.1353 21.1273 20.1591 20.205 20.58 20.5547 24.2594 20.133 20.0625 20.0242 20.024 20.3169
threshold=1.0000000180025095e-35 2.4730844549491207 -1.6026595041879164 1.4628753237177243 0.32387784103069944 2.8398711320926089 1.0000000180025095e-35 0.15460481691868574 0.65167407445352932 -0.55336858042538795 -0.58297395077464731 0.59444477453878863 1.0000000180025095e-35 -0.54123117926293707 -0.39073503761610912 -0.37373492001924641 1.106012731544632 -1.0397082921099701 1.8341961866858918 2.2022247515906477 -1.1514386199461681 0.16845408839400552 0.53025526106284537 -0.20559540329385809 -0.12390225623046362 0.53264162753174826 -0.10736446639499464 -0.23267334902666273 0.45649743249478331 2.2332469152510641
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 10 6 7 19 -7 -8 11 15 -13 25 17 16 28 -15 -12 -6 -20 -22 23 -23 -25 -14 -18 -27 -1 -30
right_child=-2 2 3 -5 5 8 9 -9 -10 -11 18 12 13 14 -16 -17 26 -19 20 -21 21 22 -24 24 -26 27 -28 -29 29 -31
leaf_value=-0.00025929658510071685 -0.0029093268474942586 -0.016138071957447313 0.0091852771239612843 -0.013862382315520458 -0.0032411943556201897 0.0044056218353254453 -0.011091035498362708 0.0019191528388096232 0.039394110734583515 -0.0031466802414021099 -7.5303095412272478e-05 0.00013917793586721813 -0.0026407806698871706 -0.031780488744484886 0.025143918657337679 0.0060387865302616358 0.018740079432376443 0.011550328437869777 -0.024640682111896666 0.019963111251884644 0.00039282096490090987 0.010659605782078618 -0.0292286513310713 -0.029423201463845784 -0.00022895049702249598 0.040145150305046395 -0.0012672257150249048 -0.0062739653906314606 -0.0060991320186487979 -0.032305909170623107
leaf_count=16511 46027 607 5605 554 31531 959 8820 25198 303 26376 165075 2660 1551 225 2397 8217 1516 765 936 475 5246 662 760 745 776 261 1138 166 5482 387
internal_value=0 -0.00404202 0.112067 0.144903 -0.00682534 -0.0357831 -0.0403028 -0.0133824 0.282412 -0.0965731 0.00431507 0.0497661 0.180069 0.263349 0.383783 0.0161834 -0.0177549 0.0690753 -0.00702018 -0.056902 -0.121195 -0.0861205 -0.238252 -0.128135 -0.275207 0.0632862 0.210137 0.45862 -0.0439078 -0.158606
internal_count=361931 315904 6766 6159 309138 93662 92400 57204 1262 35196 215476 41276 8025 5365 3387 33251 25034 990 174200 32006 9125 8189 2943 2183 1521 1978 2654 427 22380 5869
shrinkage=0.05


Tree=2642
num_leaves=31
num_cat=0
split_feature=1097 269 1470 785 713 332 395 475 1002 582 497 450 540 821 1221 897 1470 955 663 865 1455 1361 1210 1457 777 993 1458 965 710 425
split_gain=31.1683 41.7569 32.4121 31.597 30.4715 24.9995 37.8783 33.1363 27.0849 29.5877 28.2946 29.6592 26.2215 29.0464 27.8461 27.4333 26.091 25.0221 27.241 25.364 24.6782 28.3347 24.377 24.2691 23.5311 23.2767 23.0881 22.9044 24.2221 23.0357
threshold=-0.64966988391888181 -1.2832447556410924 -1.1417127449306028 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.69854289147193727 0.55744534610710572 1.656418941702585 0.69231615738246322 1.0000000180025095e-35 -1.0305144854359449 1.9111042213368361 0.57056369353234471 -0.069427565105718306 -0.56067130660624642 0.49229175427632216 1.0000000180025095e-35 0.35881941651261778 1.0000000180025095e-35 0.3802368736872318 1.339295830115254 0.41267278538737451 0.39846877829769317 3.1438252248132805 1.1499880566851084 1.8739714802800056 0.43579770115680611
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 23 4 -3 6 7 16 10 27 12 25 15 -14 -15 -7 -5 19 -19 22 21 -4 -8 -1 -9 -12 -23 28 -10 -29
right_child=1 3 20 5 -6 8 17 24 9 -11 11 -13 13 14 -16 -17 -18 18 -20 -21 -22 26 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=8.7352898515046891e-06 -8.8602411944564889e-05 -0.00018723613528213786 -0.0001609388606575508 -7.3110990647826828e-05 0.00010291340751439087 -4.3410330557777412e-06 -0.00011539263465268302 5.5600297300874467e-05 -7.8126065434907754e-05 -0.00020618807127148866 0.00015792497527049608 0.00031656675082712959 -0.00020485583727915084 6.4486776052473198e-05 -0.00017440552464240955 -0.00017741597529130293 -0.00022674168778457474 5.2106431671570722e-06 -0.00014810952160999974 0.00015101435833199902 -5.3454808536394148e-06 -6.5317740902700301e-05 0.00021865992856223622 0.0002728217377227237 -0.00019167700286109229 -6.2235827748430945e-05 0.00038594570616934973 3.1875936838049637e-05 0.00027462130911547975 0.00052097854464615984
leaf_count=10767 32744 1859 33229 15237 20222 20066 4034 11553 9044 4320 4680 2488 2524 40951 2251 5497 14972 23380 6986 7760 25220 49073 1231 1923 3607 3254 502 1116 850 591
internal_value=0 -0.00674929 -0.0547247 0.00367077 0.0810954 -0.00590657 -0.0364171 -0.0947588 0.0157012 -0.0628698 0.0312299 0.129931 0.0157639 0.0436742 0.054265 -0.0428643 -0.146289 0.00488002 -0.0310716 0.080487 -0.0702548 -0.0932636 -0.0357624 0.0558428 0.0039277 0.0687192 -0.0605416 -0.00809096 -0.0470618 0.211952
internal_count=361931 241217 120714 208473 22081 186392 88760 45369 97632 15921 81711 10422 71289 45726 43202 25563 30209 43391 30366 13025 108024 82804 5265 12690 15160 7934 49575 11601 9894 1707
shrinkage=0.000980392


Tree=2643
num_leaves=31
num_cat=0
split_feature=785 728 784 921 728 1022 1016 647 590 727 21 1122 1002 346 1249 1040 759 834 1458 209 609 501 746 848 1449 1177 632 969 846 356
split_gain=38.1172 28.131 26.9068 33.6509 26.7141 26.0877 26.9539 25.5865 63.1653 25.198 22.7604 23.3852 22.6789 22.6132 23.8008 28.8921 22.7394 22.0537 21.7588 21.5051 21.498 21.737 21.3354 23.8362 21.2094 21.0929 21.8725 21.0342 20.7991 20.4829
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 1.0000000180025095e-35 0.79579885031402708 0.69854289147193727 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 -0.82108684835595114 0.23696906566319156 1.6285028476148826 -0.34356399406047794 1.0000000180025095e-35 0.20792164000855923 0.74561756370782817 2.6605302561394431 -1.1226924480788913 1.0114503554736605 -0.53268848306471728 -0.88459116152366701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 6 13 8 -3 -5 11 25 20 14 15 17 22 -2 -12 -14 27 -22 23 -17 -20 26 -6 -11 -9 -10
right_child=1 7 3 9 10 -7 -8 28 29 12 18 -13 19 -15 -16 16 -18 -19 24 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013687842233159428 -0.00035537388279291269 -6.928079885482043e-05 3.2032310329136169e-06 -0.00011305882867069389 -0.00023178796962664559 -6.0465942332298343e-06 -2.6996880948331617e-05 -2.2857073328995404e-05 -0.00022204582768648256 0.00021309205696025605 0.00030880862306640754 -0.00020088363695578278 -0.00039828459853891347 -0.00020749439155357533 -0.00022261453188414206 2.330658207356565e-06 0.00077866592194010867 0.00095904566771405923 5.7120485380922773e-05 0.00021635231393392641 -0.00065540377707315933 0.00024761273995241762 0.00014146071726316828 -0.00024682703932078266 0.00031085514589437418 -0.00059843925293367735 0.00010005244209873782 0.00050833514587283687 -0.00010280308480996984 0.00053728730616570467
leaf_count=3396 2747 4821 34551 1294 983 103001 45923 29774 198 3416 2467 2064 480 14802 6707 9806 210 95 10738 482 204 223 3082 3918 1826 225 7860 1496 63956 1186
internal_value=0 -0.0285027 -0.016074 0.033187 0.0533013 -0.0280822 -0.0606327 -0.0658341 0.0794333 0.159348 0.075328 0.00258056 0.21303 -0.115979 -0.0730516 -0.0323941 0.00210775 -0.310872 0.130777 -0.0830425 0.266613 -0.169933 -0.00862133 -0.0614761 0.0938863 0.0487629 0.0647929 0.307296 -0.0774649 0.454297
internal_count=361931 332372 232437 42146 29559 190291 87290 99935 6205 7595 26163 11132 6301 41367 26565 19858 17016 2842 15031 962 5339 427 16806 13724 12564 9068 8843 4912 93730 1384
shrinkage=0.000980392


Tree=2644
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 859 1022 1016 712 346 1249 1040 759 746 848 834 578 982 570 15 1145 1444 1318 973 917 492 699 1449 984
split_gain=34.4888 27.3271 25.5004 65.1807 24.3449 28.5953 25.3329 24.8667 25.087 23.2188 21.2666 22.3835 27.8909 22.1012 21.6968 23.1645 21.1867 20.6916 20.5238 20.3136 23.9375 22.9939 24.1351 22.498 21.1094 23.4983 21.1781 25.0432 22.5126 21.2766
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 -0.98545034728205338 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 1.0000000180025095e-35 0.20792164000855923 2.0780443506202029 -0.87905496296652397 1.7621802667917166 -0.4998781572545779 1.9016026118134437 1.0000000180025095e-35 1.0000000180025095e-35 -0.37751581120742261 -0.089283776459394754 -0.68229739446570437 -0.23473716579358797 0.30113011682197 0.23597764718087469 1.4952192640784359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 -3 7 -6 -7 8 10 -1 11 12 16 14 15 -14 -2 -11 -8 20 21 22 -4 -23 25 26 27 29 -29 -21
right_child=1 2 19 -5 5 6 18 -9 -10 17 -12 -13 13 -15 -16 -17 -18 -19 -20 24 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00020468578956026409 -0.00041495356135216437 -0.0001415972755766465 -2.5227717864768312e-05 0.00037762828858384624 -6.9643377085517255e-05 0.00036489665872595179 4.6495980215705921e-05 -7.8926666059266914e-05 -9.9452228310160419e-05 0.00015522130027688469 -0.00027130125948753253 -0.00028547988928459762 -7.0734617516289829e-05 0.00068677243078075795 7.0022625109148121e-05 -0.00031208783730847603 0.00085692825199691419 -2.6452126101123274e-05 -0.00054624044273485705 0.00032272337073504501 0.00021306612982454167 -0.00033935425123750404 -0.00024441916591428254 -0.00010863438400755759 -0.00022666643020574295 -0.00016721765937710746 -0.00015431292278214923 -0.00036957767658569985 0.00029096448108783456 -0.00074536805715472154
leaf_count=3225 2747 4821 15399 1384 34551 1153 6164 103001 45923 3439 14802 6707 9806 210 3082 3918 95 22895 278 1978 1214 4778 4109 6737 29445 25434 3230 894 382 130
internal_value=0 -0.102742 -0.138847 0.0045203 -0.0905226 -0.0438833 0.0729691 -0.101802 -0.133134 -0.0244971 -0.185626 -0.144507 -0.105495 -0.0718655 -0.0822866 -0.134387 -0.373906 -0.0041651 0.0231486 -0.150203 -0.0999066 -0.114503 -0.0658827 -0.210193 -0.178031 -0.135539 -0.00634158 0.120245 -0.147709 0.275348
internal_count=361931 332372 99935 6205 232437 42146 7595 190291 87290 29559 41367 26565 19858 17016 16806 13724 2842 26334 6442 93730 32237 31023 19508 11515 61493 32048 6614 3384 1276 2108
shrinkage=0.000980392


Tree=2645
num_leaves=31
num_cat=0
split_feature=800 1237 1065 1107 471 147 705 479 348 1251 1381 655 418 624 704 828 495 713 485 470 792 809 1353 815 794 464 854 519 875 638
split_gain=17.7071 21.7882 22.3116 19.9462 26.833 39.1931 24.235 22.258 26.651 22.7518 30.7561 19.4092 26.5338 24.5602 19.5776 22.9712 27.6613 19.4047 37.9213 35.1781 42.1748 28.0779 27.7041 27.5949 26.5443 27.4287 31.7222 30.5462 28.248 25.6572
threshold=-0.57812715656594349 1.4298092310842805 1.0000000180025095e-35 0.28282568045091055 1.6494270255275161 -0.2843077737024397 1.2926767139969917 -0.37854602687012912 0.12307020518726235 0.67782363515599131 -0.13995581107304403 -0.95426889869109321 3.6708388913357499 -0.056197225590223644 -0.62004491687491026 -1.1935678169038983 -0.22936391703558062 1.0000000180025095e-35 1.524658136716935 0.66595742291584703 -0.87246257202899724 1.6518864604429058 4.0055104544455551 2.6552330629716328 2.2041218380651819 1.0000000180025095e-35 -0.87473648844905705 -0.830672104868595 0.53568775283694692 0.47043803036648818
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 7 -6 -1 8 -5 -9 -11 12 13 -2 -15 16 -16 18 23 24 29 22 -22 -13 25 26 -19 -28 -27 -21
right_child=11 2 -4 4 5 -7 -8 9 -10 10 -12 17 -14 14 15 -17 -18 19 -20 20 21 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.00078839839412253284 -0.0091320403156118744 -0.0094330978832824781 0.0047941103409882089 0.002281380255160218 -0.02692700588450922 0.008272618528155638 0.0084792597215837054 0.0035435083513730989 0.011809554318857286 0.0014908541963696452 -0.028261665395183044 0.00063141817868796939 0.052243419513666012 -0.017143058197561494 0.009591464452237906 0.0083294214056708667 0.14398681810205813 0.0033860189794329264 0.010838152229432348 0.0090504987212036807 0.00028804740573708704 -0.01219772616733044 -0.064375198511523374 -0.018202118361778964 0.0035083394437848679 -0.0022577171150248453 -0.012792486512769609 -0.0043525892637090152 0.0029214285347315253 -0.0028021297063273555
leaf_count=36871 11663 5897 2234 5988 798 693 3977 6213 7765 1118 879 44044 123 472 59 1460 36 6739 4193 9980 31515 2293 80 865 10673 74553 11733 59856 16258 2903
internal_value=0 0.0200443 -0.102946 0.0323716 0.082641 -0.198906 0.00199358 0.102012 0.153204 0.00755985 -0.214547 -0.0196335 -0.117991 -0.129805 0.113315 0.239045 1.42383 -0.0158202 0.0244915 -0.0254828 0.0255096 -0.0139215 0.00263798 0.00401582 -0.0426499 -0.0504761 -0.0898189 -0.108344 -0.0256779 0.131185
internal_count=361931 72433 8131 64302 23454 1491 40848 21963 13753 8210 1997 289498 13813 13690 2027 1555 95 275685 49102 226583 46771 33888 31595 44909 179812 169139 78328 71589 90811 12883
shrinkage=0.05


Tree=2646
num_leaves=31
num_cat=0
split_feature=1430 1160 884 890 1023 1422 219 1387 914 1385 979 1468 63 809 76 1023 552 1117 807 701 441 623 1324 1241 343 430 1189 138 1450 980
split_gain=17.6464 36.0161 21.6003 21.6717 20.5471 24.0425 21.7256 20.7585 20.6923 20.7894 24.7163 20.5474 21.5985 20.0397 19.2467 19.0428 18.9566 18.9321 19.8137 20.147 18.8267 19.3593 18.6308 19.4986 18.6119 18.4625 19.0292 18.972 18.9203 22.5089
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66905551989196432 -1.0182342416987082 0.36003600613833892 1.0000000180025095e-35 -0.96309348100416392 2.2598890842868733 1.5800752988845861 -0.21804199774776437 0.80553964409500378 1.3991069528470244 -0.35700095070996896 1.0000000180025095e-35 -0.1491674397609942 -0.92662490140568188 -0.48147289975318969 1.0007360560485064 3.5737384174799574 -0.64332443286494667 1.0000000180025095e-35 -1.7719400192665511 0.3334775285480539 -1.1497663452840712 2.8952425967152364 2.547155718644087 1.0215862196778855 -0.34400549278479237 -0.67806027517800449 1.6523040341855757
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 6 11 -3 14 9 -7 24 -6 -13 -1 -8 -5 -14 18 20 -20 21 -2 -9 -24 -11 26 27 -19 -29 -30
right_child=17 4 3 15 5 8 7 22 -10 10 -12 12 16 -15 -16 -17 -18 25 19 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0058024926032401091 -0.01247036109582055 -0.0072924773286313031 -0.02548543943025354 -0.034784782741562034 0.0049714167527592223 -0.011111763272020915 0.0012041751632501955 0.021516031413132033 -0.031830109052247639 0.0075946198054152002 -0.015289743272198628 -0.017667323990092472 -0.024357819609811929 -0.0012008274482725968 -0.0034507252637814758 0.017186887021691005 0.02147062597704694 -0.006886821915862984 0.0071074887247875368 -0.025946177410950878 0.0024153034749592262 5.5477510143854844e-05 0.053283706661978805 -0.017543724171988538 -0.028663803308981314 -0.024091114289760889 0.005491484831661053 -0.0079745519339823271 0.0027527751843779468 -0.015696648870979029
leaf_count=54459 2068 9175 274 96 19312 2113 24781 1103 331 3262 771 983 154 21838 23302 1146 381 10840 390 863 54187 109844 61 398 166 529 3590 3526 11095 893
internal_value=0 -0.0299656 -0.0753506 0.178256 -0.000862216 0.0456784 -0.0274361 -0.010087 -0.0670357 -0.0418218 0.0416927 0.0810036 -0.161568 -0.0833453 -0.0183432 0.27501 0.185441 0.00322754 0.0126564 -0.296224 0.0146102 -0.0025154 0.262499 -0.146907 0.117106 -0.0485012 -0.0413815 -0.0627561 -0.013705 0.0279128
internal_count=361931 164106 77813 1516 86293 27473 58820 49645 6643 6312 4199 20830 1518 76297 48083 1242 535 197825 167352 1253 166099 111912 1562 459 3428 30473 29944 26354 15514 11988
shrinkage=0.05


Tree=2647
num_leaves=31
num_cat=0
split_feature=890 407 43 785 497 354 921 710 783 417 712 747 644 958 1323 791 606 672 338 651 332 913 730 803 1243 1359 1116 645 1240 566
split_gain=36.1947 46.7511 35.5368 31.7241 30.6701 30.1037 27.4604 51.6805 47.9983 31.4056 28.0266 27.552 35.6172 31.2739 29.5349 29.2329 33.55 28.5633 27.0034 26.8103 26.3404 25.5226 25.1022 24.9034 24.679 24.5464 24.5406 24.5135 25.134 24.3237
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 -0.86283290253235112 2.2206245932530155 1.2841085960417071 1.0525743831388839 1.9207401787728819 1.1155635910225459 0.37362907568875736 -0.63779424894106762 1.0000000180025095e-35 -0.34929633066952553 1.0000000180025095e-35 -0.85740054008178557 1.0000000180025095e-35 2.1543936751333881 1.0000000180025095e-35 0.23804152301828341 1.1107569744011787 1.0000000180025095e-35 3.0859609013182498 -0.33215574005720661 1.9682860324222273 0.33936942653290997 3.3960325551778485 2.6508024497224683 0.66777575187080795 3.4352390592856969 1.7603402020327763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 11 22 18 -10 13 15 24 -14 16 23 21 -9 -11 -16 26 29 25 -5 -13 -15 -12 -29 -8
right_child=1 2 -4 4 5 -7 8 9 10 19 27 12 14 17 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.7692605569145151e-05 -9.6432924866529242e-05 7.4524904705049096e-05 -0.00016150151941919294 -9.2051285121674253e-05 7.1316181923053532e-05 0.00047382196349038473 3.4776733536946923e-05 -0.00013828127432728284 -0.00018610634918980794 0.00033507380140015009 0.00017797275672580808 -3.0565193831211941e-05 -0.00023608283555861124 1.6384983994938967e-05 -9.7014908386844874e-05 0.00011226339451975472 0.00025502991355909007 -0.00016036385590196468 0.00012518461890360152 -0.00029518885920764692 4.306421578265284e-06 0.00090861578387996841 -9.7551321371601302e-05 0.00020525016618568674 -0.00025242992670197729 -0.00066157403867060714 0.0004912045675940054 0.00057608369473067297 -0.00044301879473015012 0.00042596808475273005
leaf_count=96477 36838 24191 8848 24074 7437 853 11030 2881 637 2970 3497 31293 4937 12036 26424 11961 1956 4874 5074 316 23356 157 8228 1776 6910 309 499 1331 127 634
internal_value=0 -0.0129435 -0.00249458 0.00219873 -0.00727609 0.113438 -0.0135964 -0.0245844 0.0518271 0.114905 0.222416 -0.0359125 -0.0163667 -0.082512 -0.0567727 0.0249964 -0.00601577 -0.00405853 0.0384561 0.28213 -0.0418853 0.0512159 0.000604697 -0.0221336 -0.127108 -0.0367217 0.0391 0.276012 0.507144 0.0599607
internal_count=361931 265454 228616 219768 195577 8290 187287 161803 25484 11241 5592 150562 102012 48550 54717 47295 35334 17566 7955 3286 49780 12692 19892 33378 30984 31602 12535 4955 1458 11664
shrinkage=0.000980392


Tree=2648
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 540 497 728 728 644 793 1464 728 703 79 747 353 967 978 1314 87 964 708 1465 1106 154 51 1459 1256
split_gain=41.8815 29.344 39.3571 39.3176 31.2173 31.5048 30.1904 28.8122 28.8408 27.7509 27.3633 29.2686 27.3119 26.4376 30.2896 26.2274 25.9686 27.5472 29.2924 27.917 25.5127 32.288 25.327 25.323 24.4223 28.3129 25.7943 25.725 24.3675 24.117
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 2.9110317759397999 1.656418941702585 -0.49008176997875957 -0.49008176997875957 -0.34929633066952553 1.0000000180025095e-35 0.74657910936426475 -1.3163276726681863 -1.4568199934402009 -0.43201376138761166 1.0000000180025095e-35 -0.90025158221480928 -0.20575281925485042 -0.95701537237522805 -1.6074403728556548 2.6353602884787981 0.29053103139419062 -0.062583130981342716 -0.52774419131799011 1.7407510129396675 -0.15489933552323301 -0.68916341501484679 2.387882385810475 2.8265518582395983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 10 7 23 12 -3 -9 -1 16 15 -7 14 -13 -12 20 -18 19 -19 21 -2 -15 -6 27 26 -26 29 -24 -5
right_child=1 4 -4 24 5 6 -8 8 -10 -11 11 13 -14 22 -16 -17 17 18 -20 -21 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00014082453515871338 0.00014001021370691624 -3.9145601825128583e-05 3.0092517395468294e-07 -0.00010260375348244039 0.00031037976893702934 -4.0372547216594817e-07 -0.00033047653459132071 -0.00015583365313418725 0.00013444342631057095 7.3768188166578038e-05 -5.7701618859791174e-05 -0.00023972968377125877 0.00032211661284721688 -0.00010284533726001867 0.00016020212377837207 -0.00018161934560981399 -0.00014273775954348685 -0.00021726465504380189 -3.4593506730449524e-05 0.00011069404378719144 -8.4978310750528959e-05 0.0017054339157920497 1.5882161476429811e-05 -1.1599807580298371e-06 -0.00024956821208268793 0.00030255023150179463 -3.2423209055757349e-05 -0.00040226598597342222 0.0006140519742459683 0.0018187679824365995
leaf_count=3396 1858 50676 62515 2368 3437 5594 854 1762 8012 26163 17811 1372 1209 30905 5202 27857 5924 1564 17209 17772 34533 76 7586 1536 8399 996 8202 6828 286 29
internal_value=0 -0.0329254 -0.0459796 -0.0649103 0.00406624 0.0938601 0.0144267 -0.0178669 0.0846515 0.0527866 -0.0530853 -0.0843846 0.0592296 -0.0409824 0.0914322 -0.13208 -0.0225516 0.0136023 0.0342515 0.09104 -0.0721109 0.21438 -0.0679538 0.221323 -0.169213 -0.111657 -0.14155 -0.299933 0.0435062 -0.0650679
internal_count=361931 332372 259292 196777 73080 12630 7657 60450 9774 29559 169955 91019 6803 45351 6574 45668 78936 42469 36545 19336 36467 1934 38777 4973 26822 17597 16601 9225 7872 2397
shrinkage=0.000980392


Tree=2649
num_leaves=31
num_cat=0
split_feature=1442 478 1047 903 890 21 1469 1453 1452 1462 62 1452 1466 1313 810 194 402 1085 710 1450 1452 1450 1463 1450 1458 1449 1461 1452 462 767
split_gain=17.666 22.2238 26.3728 22.8014 22.4289 25.72 38.9608 41.3683 32.8925 53.4638 31.5642 36.3877 31.5911 30.4096 30.0407 34.3256 41.3683 37.8979 29.9005 29.7957 31.2648 30.2263 29.9172 29.647 32.4424 28.8677 33.42 31.3736 28.5068 28.225
threshold=-1.2625182715263061 2.664053297859589 -0.03951194542516432 2.0987164919025534 -1.0182342416987082 -0.13431221002227373 -1.1256941366283033 -0.17338873234045579 0.37490402264961914 0.57678471910470575 -1.2811150420666217 -0.18712507733977504 0.10938426410252901 -0.85941594399162802 -0.65819684525605759 1.0000000180025095e-35 -0.92710518500779682 1.0000000180025095e-35 -0.70999911145141648 -0.024175440261879372 0.36298760781558276 0.53475265234138258 1.0489655705995982 -0.10061834957136477 0.40777385144286077 -0.24052749074957577 0.14818151019492634 0.57845329651378008 1.9321621796069277 0.92106246496974908
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 -6 10 19 -10 -8 13 -13 -12 -7 17 -17 -16 -18 20 23 22 -21 28 -25 26 -14 -27 -9 -20
right_child=1 2 3 -5 5 14 7 8 9 -11 11 12 25 -15 15 16 18 -19 29 21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0022272467007120006 -0.0023737467789517646 -0.001033083192667475 -0.014915775444499261 0.040602408044919061 0.007200932349771619 -0.0024824261190487334 -0.0087032938878237025 0.0050067366550569726 -0.010977335666443926 0.014824569802361071 0.014759094936839285 -0.0072184421640486916 0.023938286994462699 0.0014812582267410401 -0.0060031603378679372 -0.0080693630194294663 0.010531633573696421 0.0016296529757455502 0.0038151138993172012 0.020699547746522093 0.059980398709736316 0.0019949199510526437 -0.00378783207831055 -0.037733530588022743 0.011544613216273474 -0.01540615088047557 -0.020422506865204332 0.0089245228132978759 -0.01709566676511555 -0.0050623569999102298
leaf_count=81122 52303 9074 4752 130 13052 51382 7918 14414 4128 1265 2488 11873 1164 16151 19916 4021 6051 17056 27420 3883 118 2471 758 577 245 1236 296 1208 909 4550
internal_value=0 -0.00264001 -0.1093 -0.267146 0.00123901 0.0101223 0.0407358 0.0183852 0.0841795 -0.0790593 -0.0269303 -0.000820208 -0.0823515 0.0631396 -0.00904346 0.0183996 0.0566878 -0.0373306 0.0765818 0.119787 0.0648854 0.236612 0.340071 0.056167 -0.38857 0.0837057 0.329623 -0.0570261 0.0774226 0.0510557
internal_count=361931 280809 13956 4882 266853 214550 84154 71102 28768 5393 42334 34416 15777 18639 130396 79014 42042 36972 38021 23375 16263 7112 4641 16145 822 3904 1460 2444 15323 31970
shrinkage=0.05


Tree=2650
num_leaves=31
num_cat=0
split_feature=785 728 21 620 1458 83 1177 1457 1469 830 434 1156 1236 142 483 395 15 767 960 1464 1452 836 636 1039 1142 723 921 783 930 470
split_gain=17.2767 18.6011 19.3747 22.1532 21.9443 20.6496 21.5539 20.6004 25.1263 22.3143 24.7777 21.9611 19.9326 22.2567 19.5673 18.9059 18.56 18.3409 17.8309 27.2553 19.8863 17.7378 17.7291 17.6111 18.3745 17.5993 39.0668 63.5511 37.1524 35.0663
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 0.16760437365778322 -0.82108684835595114 -1.5474763603037911 2.021999830389007 -0.58359052294691882 2.5330109856685032 0.57349189928770572 1.0176947075336313 1.0000000180025095e-35 -0.66443602000037905 0.093087694967678575 -0.043766383800684622 2.6319337651347476 -1.5968715592671499 -0.34107087665480246 -0.64257916016084482 -0.1219094853058012 0.87536296575290062 -0.22315484295343141 1.6614296224459766 -0.46713933630778215 1.0000000180025095e-35 -1.0570063487222232 1.0525743831388839 2.2099560249315608 1.0000000180025095e-35 0.66595742291584703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -4 17 14 8 11 -9 -11 15 -3 -14 -7 18 -15 -5 19 20 21 -6 -13 24 -12 28 29 -28 -2 -27
right_child=25 2 4 5 7 6 -8 9 -10 10 23 22 13 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.006086146523830444 0.0042261424519821162 -0.0034612463571818577 0.014850615931382672 -0.020725209901680947 -0.030025597534084132 -0.014402452469672436 -0.042995643911469379 0.0094544259994578279 -0.068099600917214523 0.00063019086817012236 0.022519195120261681 -0.016852924959018266 0.014297374872423906 -0.067000906644825983 0.0017594264892299358 -0.080132970365908718 0.00026239754593281619 0.058385503985839242 0.014251254047804134 0.008564663874176863 -0.070992331974124787 0.0018902459904889494 -0.09965491126712335 -0.066700567256490539 -0.08278051096982797 -0.0026161842246652115 0.00067069726051123752 0.016408541653602466 -0.0015696783698862804 0.00072275807679479144
leaf_count=3396 26033 3178 2467 50 377 1820 216 6832 69 1753 70 539 2455 58 1621 47 1641 93 1037 1123 76 459 34 119 29 188179 34205 3292 31822 48841
internal_value=0 0.0403055 0.0588415 -0.00865758 0.110489 -0.141316 -0.173453 0.0731224 -0.0643813 0.130238 -0.0743581 -0.0392272 0.0606603 0.157647 -0.133906 0.0348585 -0.0338502 0.635848 0.0530328 -0.0692995 -0.344683 -0.248257 -0.431767 -0.762595 -0.0989657 -0.0151754 -0.0233911 0.0440456 0.0206081 -0.0352901
internal_count=361931 29559 26163 11132 15031 3800 3657 12564 3761 8803 1971 3692 7332 4154 3441 3119 1699 143 3072 2035 912 836 573 218 99 332372 274517 37497 57855 237020
shrinkage=0.05


Tree=2651
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 1467 809 597 852 727 923 993 908 727 921 497 1049 694 187 527 968 513 850 1168 21 1136 902 810 695 1202
split_gain=32.6508 31.2979 25.9125 24.7486 62.3171 23.0652 26.0717 23.8306 22.7278 29.4138 44.1712 28.3473 29.3941 29.2892 25.911 24.7144 24.177 23.0862 23.0174 22.5731 22.5277 22.4988 26.1445 24.6894 22.4812 31.9854 31.5313 25.3487 23.3902 22.1877
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 3.2089320700182484 1.6518864604429058 3.1596628491584919 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 -0.89727091510114898 -0.42487639646845682 -1.1275738623161491 1.0525743831388839 1.461728259125324 -1.7276023283237012 1.2615335103024639 1.1282120477717485 3.1043429589108693 2.0695670359217271 1.0454229551509682 -0.71655674043578599 2.6997453631122013 -0.13431221002227373 1.0000000180025095e-35 2.0947916829856985 1.1023763779372591 -0.65015016397860403 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 7 -7 8 9 17 -11 12 -10 14 -14 24 -13 29 -17 -9 -18 22 -15 -24 25 26 -12 -26 -27 -2
right_child=1 3 -4 -5 -6 6 -8 19 11 10 15 16 13 21 -16 18 20 -19 -20 -21 -22 -23 23 -25 27 28 -28 -29 -30 -31
leaf_value=4.7402349826934488e-05 0.00018135394415098402 -7.1462541319777212e-05 -7.5651949712464336e-05 -7.6674126842929557e-05 0.00043957090826081738 0.0002371269587558074 -0.00028228308904408144 0.00023810527859251574 -6.4573023118440911e-05 -0.00031606233984949526 9.4159354332802697e-06 -0.00042961284132332498 6.0189662215804114e-05 -0.00012878481835906241 -0.0005847237619182082 0.00013667689457769246 -8.8143142746420996e-06 -3.8659318516888358e-05 -0.00035996611103749227 -0.00090657041748128629 0.00013651647400783157 0.00052990061225855248 0.00029381077481914594 -0.00044741343314938102 -0.00014550026010460256 -0.00051866342310550445 0.00042495479902546489 9.8559404472701212e-05 -0.00010266553589130707 -3.4717881457887549e-05
leaf_count=29559 5762 4821 35150 93730 1384 2825 444 2046 3620 3656 15793 888 1604 1066 383 4079 95971 13386 472 88 4935 902 4110 307 20175 1051 978 2557 6649 3540
internal_value=0 -0.0274082 -0.0142942 -0.0667688 0.0760098 -0.00523207 0.166836 -0.00860421 -0.0114749 -0.0425034 -0.0720689 0.00756618 0.109777 0.178473 -0.0612377 -0.0547625 -0.00406763 0.0255016 0.0909687 0.204318 -0.00146568 0.248246 0.191489 0.262786 -0.0725447 -0.0195404 0.0367688 -0.122444 -0.157355 0.105704
internal_count=361931 332372 232437 99935 6205 197287 3269 194018 191884 78098 55410 113786 11992 8372 1987 51754 101794 22688 4551 2134 100906 6385 5483 4417 47203 24471 16771 22732 7700 9302
shrinkage=0.000980392


Tree=2652
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 859 1022 1016 885 1038 727 677 521 1453 982 730 783 934 603 660 514 8 639 345 516 1388 907 846 913
split_gain=31.7191 27.7633 25.156 62.1235 25.1314 29.8553 25.4244 23.5783 24.0389 22.1249 22.4914 21.9155 21.0026 23.244 20.9038 20.7604 20.658 34.4133 28.542 26.3315 27.7426 26.0664 22.7547 21.9596 22.2146 21.2161 24.7694 20.9456 20.4208 20.3653
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 -0.98545034728205338 1.0000000180025095e-35 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.1847129145757513 1.7621802667917166 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 1.2394703555346365 -1.2333678053292487 0.11942102837874842 0.46293354690950167 1.0000000180025095e-35 -1.0285454770005755 0.49932493644430648 -0.53268848306471728 -1.0282579537198486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 3 -3 7 16 -7 8 9 12 -11 -1 -2 -14 -12 -8 17 21 19 20 -18 -6 -22 24 27 -19 -27 -20 -4 -10
right_child=1 2 28 -5 5 6 15 -9 29 10 14 -13 13 -15 -16 -17 18 25 23 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.877384930514943e-05 -0.00015621947729431963 -6.8244379233651974e-05 -2.2194753884898926e-05 0.00044273428316557521 4.1969833107389327e-05 0.00043930210659862292 0.00012290388926433377 -5.9666678637596979e-06 -0.0001521768847413909 0.0011454432360425938 -0.0001725142930879496 9.8005355446598649e-05 -0.00012350809548592763 0.00011373183756742924 0.0015132171125841695 -0.00047616041537390887 0.00015944167902202765 -0.00017976707831372893 -0.00017626415015665019 -1.5611657584557719e-05 -0.00038644417001122803 0.00040713226871911639 0.00064431479988366516 -0.00033190513718072231 0.00036749294823914635 -0.00031855068487317273 1.1001221941023374e-05 0.00037481269261013757 -0.00010149639434074835 -9.2597238865125329e-06
leaf_count=12551 32143 4821 29774 1384 6880 1153 6164 103001 5981 102 239 17008 5376 3479 28 278 2134 6979 1651 1982 118 1041 979 1064 644 1407 9299 373 63956 39942
internal_value=0 -0.027672 -0.0648016 0.0793928 -0.0153137 0.0323354 0.151367 -0.0269321 -0.057923 -0.110337 0.391475 0.0471142 -0.11838 -0.0233534 0.0566858 0.101075 0.00415074 -0.0281611 0.0930043 0.193873 0.304023 0.0917246 0.566632 -0.054463 0.0447191 -0.0825626 -0.0245721 -0.0717651 -0.0763479 -0.0266747
internal_count=361931 332372 99935 6205 232437 42146 7595 190291 87290 41367 369 29559 40998 8855 267 6442 34551 25606 8945 5213 3231 7921 1097 3732 2668 17685 10706 2024 93730 45923
shrinkage=0.000980392


Tree=2653
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 647 590 859 712 578 346 1040 1249 570 636 15 1145 1444 50 840 1393 1047 498 349 1424 1318 210 350 306
split_gain=41.6766 33.4392 31.2704 33.2813 28.132 27.9946 27.144 68.206 27.0487 25.6095 25.0558 23.01 23.9261 27.5915 22.4423 23.647 23.599 24.1627 24.699 23.1065 22.8905 22.5938 22.5275 21.9545 21.9125 21.1526 21.1509 22.3634 20.7452 24.6151
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 -0.63779424894106762 -0.87905496296652397 0.035432810015840331 -0.8740075305771694 0.63898029052325456 -0.48460852809644533 2.4129057422810987 1.9016026118134437 1.0000000180025095e-35 1.0000000180025095e-35 1.4829784501753427 2.2007510576511109 1.0000664701127471 -1.0794544675301283 2.0574394106562477 0.014609460503381987 1.0000000180025095e-35 -0.4017810911101885 -1.7650656151964734 -0.57303265440660456 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 28 5 11 7 -3 -5 -1 -11 12 -2 23 16 19 17 18 20 -16 -8 26 25 -14 -22 -21 -19 -28 29 -4
right_child=1 6 3 8 -6 -7 14 -9 -10 10 -12 -13 13 -15 15 -17 -18 21 -20 22 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00013967150874456767 -0.00030112215150304017 -7.6695137400000079e-05 -0.00016825410135304567 0.0004557694140415489 -8.2706251890999819e-06 -3.059706488498121e-05 2.1038900290073537e-05 0.00045808969247752022 0.00010619568723761876 0.00024490478506082467 4.8364115221120215e-05 -0.00021315655794508829 -2.8387488155159762e-05 -0.00022724392999663894 -0.0001352241842074999 0.00035224446727022922 0.00027278487212843407 -0.00023467408645153829 -0.00017888543204379686 0.0011142702534143174 0.00066962576336274202 -0.00040555036953623469 -1.3181974719310148e-05 0.00033593003236919073 -0.00018420699001839646 -1.355674741915387e-06 0.00082350642208723398 -2.283634643340049e-05 3.8447233040743278e-05 4.7831156007908703e-05
leaf_count=3225 3818 4821 6553 1153 103001 45923 15268 1384 6442 3439 22895 14802 16500 5362 55011 602 1266 4084 4263 189 453 1859 4368 885 238 190 248 5691 23865 4133
internal_value=0 -0.031805 -0.0182549 0.0348212 -0.0311804 -0.0649243 -0.0723959 0.0770262 0.16018 0.0536939 0.0744458 -0.121184 -0.0779497 -0.0505931 -0.0843346 -0.114875 -0.0321827 -0.0467913 0.00265333 -0.120487 0.0429989 -0.145117 0.0303627 -0.00592538 0.434395 0.595337 -0.0945249 0.009827 0.00507952 -0.079152
internal_count=361931 332372 232437 42146 190291 87290 99935 6205 7595 29559 26334 41367 26565 22747 93730 60360 33370 32104 20222 59758 15959 11882 4747 17385 691 379 10023 5939 34551 10686
shrinkage=0.000980392


Tree=2654
num_leaves=31
num_cat=0
split_feature=181 45 1388 1459 213 1362 660 148 1272 1064 1390 1080 746 465 178 1469 552 148 865 122 687 900 923 1243 360 1389 362 252 211 1247
split_gain=17.6144 17.7559 31.9238 21.5981 23.7643 21.3318 21.0559 20.157 20.0054 21.7803 20.0658 20.6095 20.3025 20.2648 19.2373 19.5948 19.0975 20.7137 21.6672 20.6206 20.4739 20.1496 18.8879 19.9866 19.977 22.3198 24.4152 21.3437 20.1915 22.1881
threshold=1.0000000180025095e-35 1.216416816489077 -0.55069758172325589 0.59499139038429327 -0.70666353701072415 1.0087403405179345 -0.72421686037558375 -1.1244088802898569 1.0425293070791588 -0.93953685095212081 2.6570259340031082 -0.44846366994746462 1.6547410766053783 1.0000000180025095e-35 0.50969887606661046 1.4550699066262183 0.34767802005046161 2.677701094837901 1.4787886395868426 1.2828132024160503 -1.0000000180025095e-35 0.6969971038555941 1.8819640937980056 -1.3923694528340949 -0.71131572629686957 1.8389892680290754 -0.80617295661727495 0.46192366645804389 -0.71354719356574081 -0.50023208858849388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 -4 -5 -6 14 8 10 -10 12 -12 -8 -14 15 16 17 18 -2 -18 -19 -20 -9 -24 27 26 -26 -25 -28 -30
right_child=1 2 3 4 5 -7 7 22 9 -11 11 -13 13 -15 -16 -17 19 20 21 -21 -22 -23 23 24 25 -27 28 -29 29 -31
leaf_value=-0.0001344713294854959 0.003708035463820081 -0.011309850337770305 0.0050704112886258449 -0.016505914219271861 0.042732034949287172 -0.036717754808008686 -0.01949381340825319 -0.0040985579500283902 0.093641316525467075 0.0019988035117989569 -0.04461988009660528 0.10967035665388294 -0.0044568194309175628 0.075658471509760503 -0.013204321170727668 -0.01226705087029873 -0.0068334299115024658 -0.045389354237816891 0.013297798022862382 0.02414283403220592 0.10092507507491061 0.053274545089775263 0.11406576089334577 -0.025960866495101532 0.035125764456793621 0.052812295501305055 -0.035219863228329075 0.0366147515816743 -0.022377032470707079 0.018480094450251224
leaf_count=286765 8885 1740 3710 141 487 62 4316 44056 38 596 30 40 155 59 1572 1500 3426 22 790 346 52 187 29 681 409 200 269 117 420 831
internal_value=0 -0.0460246 0.0789052 0.180122 0.533607 0.728226 -0.0585815 -0.085646 -0.247813 0.169909 -0.316619 1.1215 -0.339966 0.351765 0.0170631 0.0423106 0.0697033 0.126523 0.116241 -0.0783246 1.3543 0.432688 -0.0692364 0.146383 0.121979 0.250444 0.15453 -0.288031 -0.0181161 0.131809
internal_count=361931 75166 6140 4400 690 549 69026 52246 5234 634 4600 70 4530 214 16780 15208 13708 9936 9862 3772 74 977 47012 2956 2927 2129 1929 798 1520 1251
shrinkage=0.05


Tree=2655
num_leaves=31
num_cat=0
split_feature=50 56 1470 1454 426 1220 188 705 296 1470 21 1448 359 690 1454 1173 1461 1461 1462 1454 1469 754 1453 1456 1451 143 1166 837 361 1245
split_gain=17.4273 32.6805 23.3186 22.4759 21.8815 27.6768 21.4181 24.2859 24.8883 21.43 22.0589 21.9416 22.4202 21.1848 20.9917 25.8983 20.9651 25.401 40.1652 23.5773 25.9442 29.1457 23.6884 21.5923 25.656 23.2471 21.0375 20.9442 31.388 28.2288
threshold=0.55630078546380823 1.0000000180025095e-35 -1.3782462404802098 -0.98478334500156417 -0.55562053062286942 1.0000000180025095e-35 1.0000000180025095e-35 0.32046342343737316 -1.0669292375369726 -1.319112866592808 -1.0798509198017876 -1.1530348467039975 -0.39389633256876194 0.59869271880461283 1.0692506903199488 -0.9639876308303067 0.53704323757840622 -0.2634310735630721 -0.19885837063566666 -0.2363894608792538 0.15681970194025444 1.0000000180025095e-35 0.073843614844022104 1.3778752582070839 -0.29683516873020921 0.55601537102025411 -0.341477419411298 -0.35656870012658676 -0.65468497096055034 0.62669933641343756
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -2 5 -4 9 8 -8 10 -1 12 -12 -10 16 -16 17 -6 -19 20 22 -22 -20 -18 -25 -26 -27 28 29 -13
right_child=3 2 4 -5 14 -7 7 -9 13 -11 11 27 -14 -15 15 -17 23 18 19 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.021107993189668089 -0.014884813188161532 -0.024007037333882292 -0.0050127794087371485 0.0010642993042974433 0.0015544272033664122 0.00045891562037911625 0.0096994107716001053 0.0021155548971715796 -0.0024312931872362284 -0.0050334710807818468 0.040258604884618091 0.036237245368151719 0.0008345008243211702 -0.010815117571942614 0.0097186957375402019 -0.0048369724922230906 0.0037724267040598982 -0.011776359067544682 0.01100233404048271 -0.014259398551405025 0.034657892525756795 -0.015913622967793233 -0.031291172099384229 -0.005007244171112331 0.014805609586229125 -0.0034557514087069766 0.057814945897073124 0.012541219403533125 -0.014700965811003212 -0.031657336298181293
leaf_count=474 1290 473 23197 82873 64274 31254 1976 19795 22025 70010 398 292 309 5624 1645 11200 12636 5148 518 551 745 233 274 485 1100 101 276 1374 1275 106
internal_value=0 -0.019435 0.000887883 0.0172502 0.00250268 -0.0372667 -0.0526781 -0.0174501 -0.0631399 -0.0858061 0.0666333 0.120341 0.466847 -0.0823426 0.0208922 -0.0600159 0.0335735 0.0178595 -0.113315 0.131766 0.258495 0.506233 -0.0475446 0.109005 0.320021 0.465967 0.90672 0.0367018 -0.123681 0.40477
internal_count=361931 277768 154110 84163 153637 54451 123658 49420 29625 74238 4228 3754 707 27649 99186 12845 86341 71743 7469 2321 1770 978 792 14598 1962 1477 377 3047 1673 398
shrinkage=0.05


Tree=2656
num_leaves=31
num_cat=0
split_feature=557 1043 1312 21 198 1272 139 761 138 959 710 839 694 776 485 540 779 1107 899 402 705 906 884 78 149 1002 1035 1176 775 773
split_gain=17.1557 20.9816 20.662 24.4026 20.8277 20.1111 23.5458 21.148 20.1613 19.756 23.8042 40.6642 37.7486 29.6771 26.794 24.2154 32.1357 27.5576 29.5936 36.491 25.9923 24.1361 23.7282 23.6093 22.1747 23.7802 22.1023 22.0554 21.695 24.1275
threshold=-0.90800616672965218 1.6331856374152967 0.35015719381843119 -3.9164670491403295 3.4235745390380132 1.0425293070791588 0.30655947435879288 1.0694174332955255 0.72711778927128179 -1.2907225086880219 2.0581232305957067 2.4231395658259918 1.3473987468239537 2.2141966847475838 1.1857153933476321 -0.93049901949950853 2.2649286937998689 -0.0059930958523303603 -0.11713460716802231 2.3072461888407707 0.46179839519273613 1.4134303788095004 6.5911006867734123 1.7238302207654168 1.1489558184644628 0.69854289147193727 -1.3949895796558121 -0.052307439497315623 -1.6547670433382273 -0.70431357468643341
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 -4 -5 6 -1 -8 -7 -2 15 12 13 14 21 16 -11 22 23 20 24 -12 -17 -19 25 27 -18 -20 -28 -30
right_child=2 -3 3 4 -6 8 7 -9 -10 10 11 -13 -14 -15 -16 17 26 18 19 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0026355174691647231 -0.0022388889916544258 0.0049877067311253302 0.024053662046461283 -0.0018800402547902277 -0.022021421713225787 0.0057791770858811181 -0.0073216368751702482 -0.024209553795853055 -0.012529786979392702 -0.0047997762096957637 0.0033281885817529572 0.037547615845180432 1.6499459785596107e-05 0.058452507045916181 0.032058984393119487 -0.00054148160994357667 -0.067709038988846768 0.00041044775799119995 -0.00061342610357153701 -0.0089451398597801251 0.0074946653890584696 0.037820325021655228 -0.10494120125701636 -0.0130080906445805 -0.0075008092011186571 -0.0050893405015799247 0.08422785919459963 0.0077458956601653616 -0.014159689563113998 0.036029985811728754
leaf_count=32926 40063 4528 437 74550 1196 5313 11014 1543 1038 17108 2360 408 7919 130 508 83074 46 29237 6066 2334 20250 242 25 1910 2557 3179 71 11302 239 358
internal_value=0 -0.0502354 -0.00281839 -0.038034 -0.0416769 -0.0661241 -0.0865452 -0.188391 0.0575837 0.00743445 0.0159715 0.111437 0.0854234 0.274293 0.228829 0.0094258 -0.0750814 0.0174638 0.046666 0.0810747 0.0953456 0.135234 -0.0115255 -0.00636902 0.0442391 0.067953 0.421172 0.10061 0.520598 0.363405
internal_count=361931 56362 305569 76183 75746 51834 45483 12557 6351 229386 189323 11567 11159 3240 3110 177756 17822 159934 76835 45688 43354 2602 83099 31147 23104 20547 714 17368 668 597
shrinkage=0.05


Tree=2657
num_leaves=31
num_cat=0
split_feature=1458 697 229 1187 677 878 359 968 363 651 843 1002 927 566 560 770 188 325 652 759 710 769 1470 693 1071 728 842 348 697 278
split_gain=17.2697 20.2511 19.3215 21.8973 18.9959 45.9424 28.8226 26.1647 26.6302 24.8089 43.4966 35.0871 37.0278 37.6275 31.7371 29.658 28.0793 26.7234 24.5286 28.0089 24.1296 24.0842 29.7892 24.6671 23.1746 23.7197 23.7996 22.6479 22.411 22.209
threshold=2.6054386111478895 2.4799396474743536 1.0000000180025095e-35 1.3184484253728141 1.0000000180025095e-35 1.0000000180025095e-35 -0.91781044039400095 1.1535451889171984 -0.98825047648934394 0.58396494997324677 1.7594804287203607 0.69854289147193727 1.0483613175537825 1.9189241638422623 1.6590601587821199 0.56784436028991447 2.4318152949058121 1.2204488099017878 -0.55024281929118113 3.282677285995514 0.15229876701099224 1.3014925285888121 -0.24288546184209672 -1.550609338685208 0.69084194168817237 1.0000000180025095e-35 1.11396511995665 2.0380449185399567 0.90986671104420258 0.78300183928656863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 18 -9 14 11 12 13 24 16 -12 29 -16 19 21 -15 -8 23 -23 25 -11 -27 -7 -26 -6
right_child=1 -3 -4 -5 9 27 7 8 -10 10 15 -13 -14 20 17 -17 -18 -19 -20 -21 -22 22 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.010891834839555709 0.011431879704132557 -0.029582850191395529 -0.0019021254453661319 -0.0090393077499724226 0.00187038780131818 -0.00036078938670575626 -0.0027075418232752344 -0.039496641956887374 0.0044647807266979212 0.0028187868894316201 0.0035756354812456845 -0.0091749061884621955 -0.0095088270328920598 0.018804993710881485 -0.0032266993290750419 0.026089408316442048 0.01393062306434208 -0.022315730595915021 -0.0066788996018365609 0.08737677132328292 -0.004316664684127342 0.1176100099283526 -0.0028566358068676748 0.022500862965625326 -0.011114012838979894 -0.0023056377167856665 -0.021326981119094424 0.008466079723408201 0.0063509044418717858 -0.001923808090267129
leaf_count=15083 4635 231 2919 664 103468 83640 17582 264 7979 15013 2331 9294 5891 1831 8596 777 1837 1128 35651 67 734 44 1395 1038 4392 5737 1234 3717 1184 23575
internal_value=0 0.0859123 0.101854 0.177254 -0.0114563 -0.0319306 -0.0844162 -0.0633268 0.0659141 0.00301229 -0.0403071 -0.0595269 -0.0281822 0.00353256 0.0182546 0.19111 0.0275658 -0.104382 -0.0862146 -0.0172976 0.248957 -0.0224826 0.226715 0.531703 -0.0219047 0.0111937 -0.109752 0.00103656 -0.150114 0.023236
internal_count=361931 8449 8218 5299 353482 166460 79103 64020 8243 187022 48418 45310 36016 30125 138604 3108 128880 9724 55777 20126 2565 20059 2477 1082 27560 21984 6971 87357 5576 127043
shrinkage=0.05


Tree=2658
num_leaves=31
num_cat=0
split_feature=785 728 578 520 272 1134 1199 1253 1185 706 153 358 84 552 626 424 217 281 418 1045 986 623 479 70 1438 762 977 151 1188 21
split_gain=17.3063 17.1906 18.5616 19.5115 19.8769 21.7833 21.1403 18.1195 24.4168 20.2528 17.5549 23.5487 19.8069 17.4453 16.9061 18.757 22.6377 21.4705 21.1658 18.538 21.352 21.1089 20.9964 17.6597 16.881 17.5393 22.965 22.8904 18.1335 16.7558
threshold=-0.86283290253235112 -0.49008176997875957 -0.87905496296652397 1.5103007336851382 1.6568181847307961 1.0445639817206116 -0.87409374426028807 -0.38540825350613467 -1.104114706617066 2.1164963568036277 -0.55871711259492007 -0.90211617079809669 -0.43824158194505508 1.3673095565657627 1.3771215465468696 -0.83099576784953366 -0.93422939343977673 -0.045174300120515397 0.44859405088039112 -0.88127346001573614 0.69220341473199376 1.0479690957481449 1.0000000180025095e-35 1.9643920808400135 0.73556760293882195 -0.19736556520621726 -1.0179341592197486 -0.79246885203061113 1.5148762505524462 -0.70163543588998201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 24 4 5 7 -7 9 -9 -4 11 -6 -13 -10 15 16 -1 18 -18 -17 -21 22 -22 -16 -3 -26 -27 -28 -29 -2
right_child=29 2 3 -5 10 6 -8 8 13 -11 -12 12 -14 -15 23 19 17 -19 -20 20 21 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.027638244771474307 0.00077058106807446826 0.01494096610422653 -0.0039544555807331967 -0.0074312853663326493 0.0048801596640719522 -0.020546906002109164 0.016955448929299715 -0.020511959796106736 0.0046071335580727645 0.025170180232230208 0.0016111882803974934 -0.011796485308259719 -0.055237257087814517 0.01833640035452782 -0.040773178456993873 0.013194676970698569 -0.0038780751090387723 0.056462928721346201 0.09407492202611227 -0.018759074333297574 0.02167074546470232 0.06857596077883131 -0.034831072222417755 0.06808844315446648 0.01223756476954925 -0.12856402134192715 -0.11164434305610996 0.002206818060898153 -0.095244697365755152 -0.0011587654299248481
leaf_count=138 91008 2629 5250 2343 313 218 2206 408 9018 257 970 258 283 1232 300 420 266 167 30 1592 193 62 203 25 393 27 29 303 26 241364
internal_value=0 0.0420914 0.0599026 0.0381887 0.0596545 0.0802509 0.276865 0.0524994 0.10399 -0.0480864 -0.161482 -0.405209 -0.689641 0.12451 -0.113945 -0.0643295 0.293617 0.522418 0.137937 -0.154649 -0.250253 0.202937 -0.0187119 -0.651631 0.213877 -0.0757588 -0.427453 -0.283065 -0.114168 -0.0134727
internal_count=361931 29559 26163 22756 20413 18589 2424 16165 10658 5507 1824 854 541 10250 3396 3071 601 463 296 2470 2050 458 396 325 3407 778 385 358 329 332372
shrinkage=0.05


Tree=2659
num_leaves=31
num_cat=0
split_feature=476 959 181 51 795 652 854 797 791 710 1169 675 1470 470 1154 771 1456 1329 21 415 740 630 550 1455 284 1463 902 1453 982 214
split_gain=32.3258 38.7574 32.1579 30.6288 29.4193 31.7242 30.8887 95.0251 32.2372 29.8126 28.3886 27.6563 27.6457 26.2528 31.3562 26.7664 26.202 25.1835 26.6432 29.2705 27.9674 27.2127 25.0727 24.2088 29.078 25.9281 23.5667 23.1113 23.0774 28.6172
threshold=-1.0099296266851885 -1.2907225086880219 2.2660174815480416 1.8613588887694643 -0.29258408639884992 -0.98896428961744431 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 2.4381189058503279 1.0643747975631468 1.0000000180025095e-35 1.3024667090820021 0.66595742291584703 1.0000000180025095e-35 1.8122906398701633 0.086884870144167459 1.5913166995842298 -0.32341995197817647 -0.44490770186202439 2.6399776226761449 1.1482168774013999 0.29966714842153758 0.35881941651261778 2.2154822803873588 0.63242675378998692 0.72580587971126242 3.5235182473523379 -0.88431094515918385 0.19919298667635096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 16 3 4 5 -3 7 -6 9 17 13 -10 -11 14 -7 -16 -2 18 28 20 -20 -22 -5 24 25 -1 -25 -21 -8 -30
right_child=1 2 -4 22 6 10 8 -9 11 12 -12 -13 -14 -15 15 -17 -18 -19 19 27 21 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.00011876276097492175 -5.1578656248773672e-05 0.00012488986149926623 -0.00015107883024777699 -0.00022032182993984444 -7.8886170461294755e-05 -3.9630237445625362e-05 0.00017540204590535879 0.00032569938265551419 0.00021238033106045493 8.9672110963761025e-05 -7.5471967290622393e-05 -3.0806385081499538e-06 0.00070248385395139772 0.00011470865166743616 3.0023751627232005e-05 0.00019348151126741524 -0.0002135544768634322 -0.0001926052667467953 1.0190097499428809e-05 -9.6614890779743838e-05 -0.0004290490695546469 0.00088677487943485415 0.00017667736560189628 3.3098700291719315e-05 0.00017279253394329895 1.3348934097594587e-05 -0.0001836144848455276 -0.00049313659815450914 5.2393141115887948e-05 -0.00011529819373117747
leaf_count=59895 29601 14599 9087 5573 6217 28855 3941 4074 4233 2539 14622 7151 358 13731 21549 5714 8633 5780 21692 34392 974 61 873 20166 2111 10978 3406 724 12689 7713
internal_value=0 -0.0100718 -0.00038479 0.00412252 0.00828857 0.0359453 -0.0159043 0.094567 -0.0278264 -0.0418727 0.0190347 0.0805929 0.172578 0.0361116 0.0140329 0.0638971 -0.0865856 -0.0492907 -0.0398438 -0.0654931 -0.00639119 -0.344263 -0.158922 -0.0632202 -0.0882063 -0.0985473 0.00291634 -0.106818 0.0211825 -0.00786478
internal_count=361931 265375 227141 218054 211608 99070 112538 10291 102247 90863 84471 11384 2897 69849 56118 27263 38234 87966 82186 57843 22727 1035 6446 96556 72984 70873 23572 35116 24343 20402
shrinkage=0.000980392


Tree=2660
num_leaves=31
num_cat=0
split_feature=1371 1457 1457 1451 10 142 150 1111 664 1451 496 1012 1452 1452 1356 742 86 981 1260 1193 1386 636 1459 426 416 1323 718 567 69 422
split_gain=16.8877 18.7272 27.7549 31.0908 27.3169 31.051 24.8707 26.4144 24.4231 23.9191 23.1061 22.9993 24.392 29.9589 29.5959 22.7337 33.9218 22.6034 22.3006 22.1834 20.5734 20.4348 20.3535 20.0107 37.728 19.8454 19.8036 19.6025 19.5439 19.5088
threshold=1.0000000180025095e-35 -0.30461282028794062 -0.089163003077679728 2.7768142128538291 -0.40388043275942781 0.59795808410826068 0.49100868450441942 2.081253971357695 1.0000000180025095e-35 2.9213549027569496 0.47373328593506503 1.4711245761114824 -0.13431352879282774 -0.12401946641855496 1.1703909184639636 2.3432681406969613 1.3736827473771227 2.543085592592472 -0.49632626459440771 -1.1167901250262482 1.6343797861511546 -0.77732306833970222 2.1427118175381636 -1.1354352739404752 0.22368520126067787 -0.78777837829378172 -0.49030554980422836 0.89678555622099398 -0.1701457760878137 0.59626851105318346
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 4 8 25 -6 7 10 19 -5 -7 12 14 21 18 22 -17 29 -2 27 -21 -14 -15 -12 -25 -3 -9 -4 -20 -10
right_child=1 2 3 9 5 6 -8 26 17 -11 23 -13 13 15 -16 16 -18 -19 28 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012176688557009692 -0.020418087142307542 -0.02342401084432346 0.029452084898749488 0.078133522939802691 0.0073702054558838249 0.00069189161052129978 0.080165420508055973 -0.0575754870700445 -0.0095949942941288974 0.013388618919482499 0.15946821234466013 -0.020931217647517802 -0.052418251996496905 -0.00037849524019086569 0.0092063985931317115 0.015057484927039039 0.13276411650801226 0.091199090611059352 6.3107789871805336e-05 -0.0015694264420186743 -0.02350472209764104 0.079163530724243147 -0.030389530931079291 -0.016017638903380978 0.086931077489154698 0.0031718373780421139 0.14638070403558731 -0.037216403166954778 -0.013642491426254157 -0.03366809084830609
leaf_count=313614 3005 734 530 74 2765 590 146 22 3240 519 26 2063 29 8905 1087 238 39 36 3378 13248 768 87 329 132 102 1751 44 93 3464 873
internal_value=0 -0.053282 -0.00621595 -0.0538524 0.141962 0.281234 0.688536 0.495553 -0.0744291 0.453959 0.363686 -0.107408 -0.0857943 0.00640771 -0.168541 -0.010707 0.7059 -0.278835 -0.218347 -0.0326458 -0.053099 1.16401 -0.0319967 0.974869 0.745163 -0.0630866 2.21734 0.424167 -0.138856 -0.300983
internal_count=361931 48317 25693 19381 6312 3827 1062 916 18788 593 850 22624 20561 9627 10934 9511 277 4149 9847 14639 14016 116 9234 260 234 2485 66 623 6842 4113
shrinkage=0.05


Tree=2661
num_leaves=31
num_cat=0
split_feature=1431 1150 1425 1292 147 68 675 408 487 999 671 574 1110 1325 414 76 838 1252 1256 630 774 1180 1242 763 1463 431 632 1394 363 73
split_gain=16.8865 19.4866 22.1761 22.0043 21.6635 22.75 21.513 20.5083 26.3273 19.9219 21.5655 19.3076 18.9101 22.5303 20.7542 19.5118 18.9476 18.5325 22.1504 21.259 18.4302 18.3063 18.2691 19.1005 18.1155 18.7856 18.1035 17.9026 17.8615 19.7714
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4892968121444323 -0.2761784832169854 0.096287335220077874 2.1576879949891059 1.0000000180025095e-35 -0.33304021953687485 2.124800101520067 0.66766422009387627 1.9648511695474458 1.2821859917996987 -0.28188394359141206 -0.32363031273326887 2.9761799680137027 1.0754066104097797 0.17507347355282626 0.36204742014385377 0.5894792164443623 -1.4754848987787037 -1.0699496726407545 0.60708339810168843 -1.0067193094748774 0.017504712771633606 -0.92659910708932103 -0.55562421283792462 -0.26143458012922977 -0.80943082610078099 -1.1873409149398044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 28 12 11 10 26 22 15 -14 -15 -4 -16 18 -12 -20 -19 -6 23 24 25 -9 -5 -24 29 -3
right_child=1 2 7 9 21 -7 -8 8 -10 -11 17 -13 13 14 16 -17 -18 20 19 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020350618975646117 -0.00048753193684056783 0.023907475898204158 0.0022056932154439312 -0.042140960457029586 0.0024123777487545261 0.0029794960190486254 0.024835819546180804 0.060492656075163478 -0.013827675037885487 0.070081060445676788 -0.02003029976364545 0.042909480080554348 -0.0015526878252939227 0.0098057267274610019 0.046725279223613372 0.077191732619070016 0.12989137129858874 -0.048632627431310083 0.038183089691374794 -0.027486281936646203 0.036871662363071683 -0.010660901551205797 -0.0040201327648606367 -0.010267954156506659 0.058985916624413132 -0.03302820279019493 4.5065950702655648e-05 0.044790675069227702 -0.0063219905627496008 -0.033470461803994177
leaf_count=222373 89303 110 5975 251 2163 6632 253 43 3012 53 337 154 320 192 188 43 40 40 244 93 435 18676 207 1519 102 113 480 228 7465 887
internal_value=0 -0.0294489 -0.0721497 -0.106172 -0.123486 -0.0509076 -0.142675 0.0169748 -0.104219 0.133937 0.0897934 0.0808017 0.100725 0.458206 0.807947 0.0564526 1.24974 0.276277 0.0279749 0.433492 0.61359 -0.183946 0.0184274 -0.0949148 0.49587 -0.0786875 -0.246357 0.455708 -0.170126 -0.518028
internal_count=361931 139558 50255 38119 36186 15347 8715 12136 5378 1933 1880 2366 6758 740 420 6018 228 1149 674 337 475 20839 2212 1777 258 156 731 435 8462 997
shrinkage=0.05


Tree=2662
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 771 727 1467 809 666 519 712 788 261 714 851 803 791 768 832 650 513 645 934 611 867 829 1324 773 959
split_gain=33.3685 30.0488 28.3155 24.539 62.7328 23.0291 22.6814 22.5824 29.242 22.3068 21.4565 33.7056 30.1866 27.9555 25.1752 40.7798 36.0263 35.3654 35.107 32.5026 31.5176 27.874 27.2088 26.433 26.1146 31.501 27.9852 24.9382 24.2427 27.4867
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 1.4820751525130569 1.0000000180025095e-35 3.2089320700182484 1.6518864604429058 2.2575337098986954 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.84871412517626565 1.9682860324222273 1.0000000180025095e-35 1.4582606246804526 1.6012287785154122 2.1314615550283826 2.0831197595613671 1.0999280683389623 1.0000000180025095e-35 1.0000000180025095e-35 -0.72818492217606867 -0.24975026296777328 2.0883641899847656 -1.0020335476904618 1.145372801981061
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 -3 7 -1 9 -9 10 14 -12 13 -13 18 -16 17 -17 20 21 23 24 -20 -2 25 26 -19 -25 -26 -30
right_child=1 3 -4 -5 -6 -7 -8 8 -10 -11 11 12 -14 -15 15 16 -18 19 22 -21 -22 -23 -24 27 28 -27 -28 -29 29 -31
leaf_value=-1.7595275590633888e-05 9.6469481071869787e-05 -7.1599945610970294e-05 -7.8519844018234831e-05 -7.5708128021584721e-05 0.00044165383847547598 -0.00015925510160343559 0.00010127590829019689 0.00024668289706593138 -0.0003167009919651121 0.00011129409622847489 -0.00012645028683455224 -0.00011141663697671837 0.00025684993780326703 0.0001639050897775403 0.00011571161788882315 -8.000059381779449e-05 0.00011326640103071419 0.00040104495398594664 -0.00022013755221506027 -0.00025524528342954017 0.00031454866353071052 0.00024243410610934075 0.00020884658491575843 -3.3063927232606253e-05 -0.00021030083081830393 9.0214566151336184e-06 -1.19603152520859e-05 0.00040115966450144502 1.5569395137457845e-05 -0.00044647037422558387
leaf_count=12551 17390 4821 35150 93730 1384 4703 17008 2750 423 6533 2974 2802 4102 3035 7601 76916 5852 2048 4681 2826 1947 2118 826 19672 4844 7834 1200 614 12844 752
internal_value=0 -0.0272136 -0.0143539 -0.0658202 0.0764875 -0.00486654 0.0495282 -0.00118295 0.171793 -0.00455037 -0.00951837 0.0707326 0.126014 0.0331664 -0.0168448 -0.0335583 -0.0445882 -0.0544842 0.0281988 0.00642404 0.0500893 0.0248944 -0.14901 0.0356377 0.00457728 0.0870462 0.264023 -0.0194395 -0.0514417 -0.00727621
internal_count=361931 332372 232437 99935 6205 197287 29559 192584 3173 189411 182878 12913 9939 5837 169965 124835 117234 111382 45130 34466 39623 31640 5507 37676 29522 11082 3248 20286 18440 13596
shrinkage=0.000980392


Tree=2663
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 647 590 899 597 1467 714 519 938 868 791 1049 588 513 550 457 1324 583 261 896 980 972 154 703 1383
split_gain=38.2577 30.8807 30.6019 33.8251 31.8964 28.2847 25.7618 60.6209 24.0174 23.3168 24.0795 24.0338 48.2169 38.095 37.0706 36.0819 34.3457 33.1037 30.1556 27.1156 25.6623 25.2945 25.1271 26.0463 28.8368 29.81 24.5135 24.4561 26.1136 23.7157
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.87782724458594241 0.58895901036483078 1.8419729237591864 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.53022336195039899 1.0000000180025095e-35 1.285893796353293 0.71188872395471614 1.0454229551509682 0.29966714842153758 6.1394591223222692 0.32021642027523239 -0.55326332990463356 1.0000000180025095e-35 -0.28794826445342053 1.387606887902094 1.6566539952153365 0.71164494381510202 -1.283126876610438 -1.7032299756598743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 -4 7 -3 -5 10 11 17 13 14 15 26 22 18 19 27 -15 29 -14 -24 25 -25 -13 -2 -29 -21
right_child=1 6 3 8 -6 -7 -8 -9 -10 -11 -12 12 16 20 -16 -17 -18 -19 -20 21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=5.1259406977143594e-05 6.541173110655476e-05 -6.8673340069617212e-05 -5.608493629953221e-05 -0.00017955099633626851 0.00020217874505874863 0.0001091961808669025 -7.8842118993533805e-05 0.00043541909949447455 0.00034411996838916935 0.00024329030527058039 0.00014911828048409713 -4.1940601288977425e-05 -3.6070792254563669e-05 -0.00011987623168405696 -0.00018605121687538385 4.6553537013455419e-05 -0.00017448486992406503 -0.00010961222646308001 -0.00011720914743429099 0.00093850156834889649 0.002888547171452655 0.0004236732636390739 6.1931331208341149e-05 0.00055923925373155866 0.00010914457884273226 -0.00035791340392436023 -0.00024592885064835207 -0.00034693424173177031 -7.9551978168257735e-06 3.4548251807795381e-05
leaf_count=29559 27538 4821 8900 4939 6196 9111 93730 1384 459 1237 3115 54954 2411 44273 8495 25444 1683 9073 4965 119 26 1436 2859 1784 1441 157 3185 1855 4620 2162
internal_value=0 -0.0297102 -0.0166963 0.0477283 0.0778811 0.0320386 -0.0687744 0.0769716 -0.12904 -0.0271212 -0.0292809 -0.0326925 -0.047717 -0.060596 -0.0360488 -0.022826 0.0854666 0.00918884 0.0363202 0.0598066 -0.121142 0.223828 0.138066 0.207617 0.329606 0.494461 -0.0533848 0.0367129 -0.0931682 0.086396
internal_count=361931 332372 232437 29605 24207 18011 99935 6205 5398 202832 201595 198480 146712 136377 92078 83583 10335 51768 42695 37730 44299 3717 8652 6241 3382 1941 58139 34013 6475 2281
shrinkage=0.000980392


Tree=2664
num_leaves=31
num_cat=0
split_feature=764 1459 1045 353 904 567 852 980 921 784 971 896 923 866 1043 651 792 909 543 800 357 501 1469 705 497 348 1100 537 77 1120
split_gain=16.6277 21.9698 20.6378 19.9062 22.3998 21.4506 19.849 28.8462 32.267 25.3748 24.9263 24.3811 33.933 75.4424 33.298 31.6922 34.7819 30.6073 29.6479 28.3421 25.8282 24.9903 24.117 24.1148 23.0589 29.4052 27.6155 22.7746 25.6508 26.7947
threshold=-1.0384766776915233 0.49900387419946662 2.2017399111753044 2.0190280521279411 -1.1196234516139361 0.220490675103897 1.0747610123934368 1.4201849982139072 1.0000000180025095e-35 0.9594655836162902 -0.79225153024503125 -0.28794826445342053 -0.86449023226567734 0.5880156106821478 0.29923284166923186 1.1107569744011787 -0.87246257202899724 0.95160502682490733 3.5790413131208703 1.0000000180025095e-35 2.7479281276113254 0.22223628181572483 -1.3263328046252252 -0.88730815338118341 0.1704125073373674 1.4619296446075782 1.3389766662418514 1.2978429288651507 -0.37009199525734177 -0.77427453891997888
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 11 8 24 -10 -9 12 13 19 -15 17 -17 18 27 21 -16 -2 -18 -19 -8 26 -26 -13 29 -29
right_child=6 2 -4 -5 -6 -7 7 10 9 -11 -12 15 -14 14 20 16 22 23 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0057517475269788986 0.0063540425482805259 0.0035680093946021691 -0.02502857202404752 0.0084444787188933442 -0.00683396375198244 -0.011825108064909577 -0.0025681899314834332 -0.028033381279974429 0.0042088705898565386 0.01451839244289726 -0.0032089875789392251 -0.00046325962771172086 -1.5962637705924719e-05 0.0092940215699017763 0.029399708392935486 0.0040689442654815011 0.019321937423529216 0.0046925651611504776 -0.022087025471253824 -0.014036981170620341 -0.061254527964043695 -0.012815026237552507 -0.010260183664585192 -0.0071685645709471599 0.0085326767372429675 -0.014023667868865233 -0.012962434588477728 -0.030968282872298466 0.011530319293786678 0.0022516715262013063
leaf_count=4415 4200 8426 427 1586 25899 1450 14257 686 10114 3846 2678 97404 127760 3103 1710 3190 279 2596 1494 1860 37 1109 12022 15686 7550 917 1050 403 4006 1771
internal_value=0 -0.0550927 0.0476432 -0.0870825 -0.102338 0.0332452 -0.00248287 0.0429296 0.0605986 0.142751 -0.15423 -0.00985447 0.0111014 0.122863 0.325069 -0.0326617 -0.130567 -0.0194098 -0.00325324 -0.0285067 0.551782 0.0512076 -0.186919 -0.107461 0.00891533 0.0909197 0.130983 0.000466063 0.130296 -0.0731465
internal_count=361931 42203 8853 33350 31764 5865 319728 41098 37734 13960 3364 278630 139779 12019 4850 138851 15491 123360 105078 7169 1747 5309 12301 18282 23774 9517 8600 103584 6180 2174
shrinkage=0.05


Tree=2665
num_leaves=31
num_cat=0
split_feature=1097 269 1470 785 713 1455 1468 1361 884 497 354 450 1457 710 930 900 629 487 84 1331 747 958 419 928 647 1452 1445 1244 1074 700
split_gain=30.7348 44.6221 33.7971 31.0308 28.0238 26.1348 35.5041 30.315 26.128 24.9632 28.9455 24.729 24.5202 23.7547 54.6042 35.3429 34.3043 37.1829 30.8646 30.5897 27.8921 35.4137 33.14 30.8069 32.3511 27.4091 26.3087 26.6543 32.3682 25.1015
threshold=-0.64966988391888181 -1.2832447556410924 -1.1417127449306028 -0.86283290253235112 1.0000000180025095e-35 1.3141790966806519 1.2465044061975814 1.0000000180025095e-35 1.0000000180025095e-35 2.2206245932530155 1.2841085960417071 0.69231615738246322 1.339295830115254 1.9207401787728819 1.0000000180025095e-35 2.1273853924476502 1.1923636192327456 0.81613437573249659 1.4073521381958805 -1.0674385962720063 1.0000000180025095e-35 1.0000000180025095e-35 0.046512034601306478 -0.97827964681891932 -0.39658881029650567 0.4926003403048807 0.18528947271751878 -0.80324577544460174 -0.72812877908444873 -0.15887723390969063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 -3 7 -7 8 -4 13 11 -11 -1 15 16 20 17 25 -17 -16 21 -5 -23 -22 -25 -15 -24 28 -28 -29
right_child=1 3 5 9 -6 6 -8 -9 -10 10 -12 -13 -14 14 19 18 -18 -19 -20 -21 23 22 26 24 -26 -27 27 29 -30 -31
leaf_value=1.0866638287477095e-05 -9.1458770991392478e-05 -0.00017749540689110656 -0.00025660965573587286 -0.00011383024946213972 0.00010124468426232696 0.00012480817053634369 -0.0002658585541249741 -5.1637236231459335e-05 -9.8191587227195996e-05 -6.138549368906715e-06 0.00046963237970807856 0.00026186357251395983 0.00027603453302158627 0.00024804740768280651 0.0004497113108548315 0.00023097213919574228 -0.0003240481349597489 -0.00014994237381989262 -0.00029489145160495751 -8.1717573118231018e-05 8.5437377756136541e-05 -7.3385905334004097e-05 2.2975330767501878e-05 2.2680509434439064e-05 -5.7253262468487281e-05 0.00061551565872616017 -0.00014224128441973831 -0.00018213275537320233 0.0009070455378117348 0.0003399005775444145
leaf_count=10767 32744 1859 17818 33190 20222 6608 1455 60457 21686 5302 818 1846 1923 3262 499 3866 455 841 566 7402 14227 11222 4879 40781 53072 1108 248 795 584 1429
internal_value=0 -0.00698781 -0.0545782 0.003782 0.0804561 -0.0704161 0.0551269 -0.0829654 -0.149317 -0.00569974 0.10596 0.0651659 0.0582236 -0.0115852 0.0755081 -0.019144 0.231533 0.279923 0.168235 -0.0459422 -0.0248248 -0.0700406 0.010164 -0.00568249 -0.0203408 0.353892 0.121638 0.298706 0.656463 0.160674
internal_count=361931 241217 120714 208473 22081 108024 8063 99961 39504 186392 7966 7148 12690 178426 13567 164859 5666 5211 4432 7901 160427 52347 19157 108080 93853 4370 7935 3056 832 2224
shrinkage=0.000980392


Tree=2666
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 859 1022 1016 885 1038 727 1453 771 1040 346 759 423 1249 677 570 1421 973 917 492 699 1449 984 15 982
split_gain=30.086 24.2093 25.0962 64.6782 24.7021 27.6011 24.0368 23.8887 23.5928 23.9001 22.7326 21.2982 20.8775 20.8545 21.2143 24.8951 23.9831 22.7866 22.6308 22.6058 20.7539 22.7741 21.8996 24.3855 21.6461 26.0295 23.0851 21.9881 21.3811 20.6847
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 -0.98545034728205338 1.0000000180025095e-35 1.0000000180025095e-35 4.8263866747680533 -0.17630926381181156 1.0000000180025095e-35 2.1847129145757513 1.5773296200199145 -0.8740075305771694 0.023879202924299989 2.7993186572179827 0.04971086513289668 0.63898029052325456 1.0000000180025095e-35 -0.4998781572545779 1.0107116206971127 -0.089283776459394754 -0.68229739446570437 -0.23473716579358797 0.30113011682197 0.23597764718087469 2.0624490424554458 1.9016026118134437 1.7621802667917166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 3 -3 7 -6 -7 8 9 13 -11 -1 -12 14 -2 16 18 -18 19 -16 21 28 23 24 25 27 -27 -22 -4 -8
right_child=1 2 20 -5 5 6 29 -9 -10 10 12 -13 -14 -15 15 -17 17 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.7868433265542932e-05 -0.00027879398964889153 -6.7068507101538619e-05 -1.5136849102021884e-05 0.00045468094200900417 5.8538299953103692e-06 0.00042836827311172187 0.00012062779406278228 -4.6345960952233706e-06 -2.5452456835269313e-05 0.001172228961080463 -0.00015331401009850476 9.737789675868383e-05 0.0015313870036732929 -0.00055432010815485439 -6.7011619204005127e-05 -0.00019024375028763171 8.1695749782210002e-05 0.0014136069348277844 -0.00021383542726777807 0.00013349288201165439 0.00040299760346844545 -0.00024757843134440153 -0.00015306988479207655 -9.1294086322987045e-05 -7.7228725629541547e-05 -0.00030211209412219886 0.00037658162893278093 -0.00097682087682523329 0.0003062584420551708 -0.00047776857250484084
leaf_count=12551 6119 4821 28151 1384 34551 1153 6164 103001 45923 102 239 17008 28 854 12731 12283 194 132 5045 3640 2022 2973 29445 25434 3230 894 382 86 1113 278
internal_value=0 -0.0257344 -0.060452 0.0836393 -0.0141959 0.033073 0.147642 -0.025717 -0.0569237 -0.108881 0.413218 0.0471751 0.0765565 -0.11724 -0.108607 -0.0857819 -0.0366516 0.644091 -0.047595 -0.00570697 -0.0720053 -0.0202439 -0.100735 -0.0566867 0.0771904 0.20696 -0.0708112 0.367481 -0.000561883 0.0987812
internal_count=361931 332372 99935 6205 232437 42146 7595 190291 87290 41367 369 29559 267 40998 40144 34025 21742 326 21416 16371 93730 32237 61493 32048 6614 3384 1276 2108 29264 6442
shrinkage=0.000980392


Tree=2667
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 852 1307 657 1022 146 569 703 211 5 833 727 1447 980 570 15 1145 1444 1318 973 917 492 699 1449 984 48
split_gain=33.802 25.9012 26.4566 68.0555 24.3659 26.6285 28.9346 27.3953 23.654 24.0965 22.7823 22.9155 22.6853 22.4633 22.4098 22.4064 22.4056 22.0868 21.2722 23.7109 23.8433 25.3871 23.0719 21.7932 24.1544 21.6063 25.8453 23.0057 21.899 21.0824
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0747610123934368 1.3390041783085433 2.2603408215975165 1.0000000180025095e-35 2.7503861831498626 0.082615654494043025 1.2180540057381479 -0.62944366619299574 -1.0821368227570305 1.5919315457291203 1.0000000180025095e-35 1.2420411362750934 0.93965787111466315 -0.4998781572545779 1.9016026118134437 1.0000000180025095e-35 1.0000000180025095e-35 -0.37751581120742261 -0.089283776459394754 -0.68229739446570437 -0.23473716579358797 0.30113011682197 0.23597764718087469 2.0624490424554458 1.8372674881307383
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 4 3 -3 8 7 12 14 9 16 11 -9 -7 -14 -6 -1 29 -8 19 20 21 -4 -22 24 25 26 28 -28 -20 -2
right_child=1 2 18 -5 5 6 17 10 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 23 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.6571124260055388e-05 -6.790870559741932e-05 -6.9456688961391417e-05 5.3499562822997704e-05 0.0004657358848710942 2.6319359003941108e-06 1.391250766035743e-05 -8.9073323975179968e-05 -0.00035207852755812698 -5.5860733168676361e-06 0.00030886938542229377 5.6759079865107688e-05 -0.001469984885135124 -0.00034420835294135066 0.00031499467997315886 0.00020070221100704179 0.00010153920130091045 3.0514804374972177e-05 -0.0011015823279086124 0.00039793025508061468 0.00028989401595375569 -0.0002719596822342371 -0.00017588099804336193 -3.3487592791933087e-05 -0.00015593129639558505 -9.4290733347068991e-05 -8.0864895795308648e-05 -0.00030444458297856816 0.00037241642048340941 -0.00097857055427737639 -0.00025678150316781561
leaf_count=12551 72257 4821 15399 1384 30451 2043 879 931 103001 802 632 96 281 3872 2818 17008 10062 143 2022 1214 4778 4109 6737 29445 25434 3230 894 382 86 4169
internal_value=0 -0.0270736 -0.0629482 0.0849544 -0.0151383 0.0317931 0.148456 0.00613158 -0.0265762 -0.0576186 -0.260469 -0.455944 0.196971 0.284456 0.0202254 0.0501442 -0.0620244 -0.223423 -0.0747935 -0.022426 -0.0373658 0.0128814 -0.136945 -0.103847 -0.0599456 0.0731504 0.202682 -0.0738335 0.362473 -0.0786078
internal_count=361931 332372 99935 6205 232437 42146 7218 34928 190291 87290 1659 1027 6196 4153 33269 29559 86488 1022 93730 32237 31023 19508 11515 61493 32048 6614 3384 1276 2108 76426
shrinkage=0.000980392


Tree=2668
num_leaves=31
num_cat=0
split_feature=1078 785 700 1386 1311 832 416 761 635 696 70 1063 2 835 1385 899 390 1248 917 1182 822 349 769 637 926 996 490 630 705 126
split_gain=16.9285 18.1646 17.4052 22.4281 24.4654 22.5625 23.8026 22.5329 21.7506 20.802 26.0282 23.5951 19.3663 19.6645 18.9775 18.9198 18.8745 23.4641 18.8726 22.8495 20.2452 27.7872 18.9702 18.7649 20.5259 18.1884 21.0583 19.604 18.1444 17.8414
threshold=1.0000000180025095e-35 -0.86283290253235112 0.45862817642937209 -0.40519467170971302 -1.0769336432933228 0.70698511826391996 1.5993128937601351 -1.6824411395497734 -1.4226431256484979 1.3058044453406763 2.1691403090057242 0.3367470452297312 2.764564504810529 -0.68436956879993349 1.7312645044502608 0.92115449046071118 0.46621849707376584 0.31403998705326769 -1.0094282087350155 -1.20698312895681 0.83661073364336447 -0.66211033446801615 0.096559257551254815 -0.65108456386193037 2.2192787865399235 1.0000000180025095e-35 0.25837206614930791 0.13927333135667727 -0.19348192840031056 0.70880289725806289
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 8 6 18 -8 -5 29 11 16 13 -9 -13 -12 -11 -18 19 -2 -20 -22 -21 -23 -25 26 27 -19 -26 -6
right_child=2 -3 -4 4 9 -7 7 12 -10 10 15 14 -14 -15 -16 -17 17 25 20 22 21 23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.0027767778498917319 -0.014262365357938074 -0.0003404785955990131 0.0011663767485828793 0.014163108077069393 -0.0076757468749524636 -0.0094164315052845601 0.10465341743442343 -0.0086826690161811645 -0.019874310926270858 0.0013643624276351793 0.03067269151694187 -0.024001468613946905 0.11801950070647499 0.02399998210276795 0.054547874734952734 0.13645056119233664 0.0083041311150014053 0.015788772000763094 0.00064361575050003261 0.027011432579156475 0.0064780155202934482 -0.03951317222730838 -0.0043879662606258378 -0.01521107688855877 0.14397132060603599 0.10377012670836364 -0.046381816872835852 0.14597471174080956 -0.014312095333923117 0.00099538302229767116
leaf_count=24761 370 265584 20229 405 18371 4401 40 409 3183 1820 202 709 21 723 49 28 323 43 11658 955 934 792 479 1145 25 65 45 21 28 4113
internal_value=0 -0.000984291 -0.0442362 -0.0680349 -0.114119 -0.00723765 0.0288604 0.351844 -0.324756 -0.088611 0.0955134 0.0315657 0.290633 0.244818 -0.366215 0.859068 0.15216 0.552617 0.00325221 0.233583 -0.0274769 -0.240755 0.3739 -0.441245 -0.219816 1.22921 0.570284 1.33685 1.41713 -0.116427
internal_count=361931 290345 71586 51357 29377 21980 17579 1193 3588 25789 3305 3075 1153 1132 758 230 2317 497 16386 1804 14582 2924 1434 1990 1198 174 109 64 53 22484
shrinkage=0.05


Tree=2669
num_leaves=31
num_cat=0
split_feature=785 253 973 727 764 415 352 1465 941 341 540 968 1465 544 1430 263 372 728 513 540 650 1243 1071 1249 156 540 332 192 1465 830
split_gain=43.5897 29.461 28.1894 25.545 24.6781 25.3292 25.3745 24.1726 24.2272 32.0331 31.0463 34.8109 30.0183 32.097 23.7417 23.2034 22.4828 25.9282 36.9039 34.68 32.3195 31.1693 29.79 29.0138 28.6407 27.0759 26.5357 36.0234 30.6922 25.5495
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.18632128089513963 1.0000000180025095e-35 2.3666436365133126 0.46450893195313442 -0.90161253280015463 3.116712650924125 1.9607587081991176 1.3462168560862613 1.6305215107933637 0.42836122670528026 -0.42672186806716134 1.3187279471247144 1.4660437873930479 1.6445160113075163 -0.89164644713046382 -1.3163276726681863 1.0454229551509682 0.35001124564692748 1.6923072129381651 1.5121045592870899 0.69084194168817237 1.1872225780131291 0.012245206348853675 -0.93049901949950853 0.65944866827063242 1.0000000180025095e-35 1.908629471252022 2.844251151557569
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 4 -1 5 6 -3 8 16 10 11 -10 -12 -14 -4 -7 29 18 20 21 -18 24 26 -22 25 -19 -21 28 -28 -2
right_child=1 2 14 -5 -6 15 -8 -9 9 -11 12 -13 13 -15 -16 -17 17 19 -20 22 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.382949605199955e-05 3.2462790306657724e-05 9.5638418278003848e-05 -0.00011531875712867334 0.00011203730816518051 0.00018255732964692309 -0.00016312353704782832 -4.0676051216100068e-05 0.00015073372318416374 8.6969302959968087e-06 -0.00028821469701183948 0.0002323858586750188 0.00028104286951465262 -0.00074102713843419803 0.001409603521826411 5.2782747669673627e-05 0.00030638521308441697 3.3076222330345269e-05 -0.00015407233857364736 -0.00017605583171670261 -9.9096538692065426e-06 0.00037691242983199343 -0.0002225422556330189 -0.00011007064030338497 -0.00033876315203940294 -0.00013046764726865376 -1.5783601971967852e-05 5.0139606535693214e-06 0.00029662900927642947 0.00069360979961517624 0.00078183432305378882
leaf_count=12551 25892 9184 57486 17008 2846 12099 34361 3662 3689 1140 282 4267 459 23 4655 487 19955 10075 3228 35434 2098 7927 8970 356 24454 49709 6450 2700 257 227
internal_value=0 -0.0299999 -0.0619193 0.0574939 -0.0254495 -0.0369018 -0.0113841 -0.0148093 -0.0182928 0.0837286 0.122267 0.161023 -0.278888 -0.609615 -0.101372 -0.139675 -0.0241803 -0.0333351 0.0307593 -0.0454513 0.0638131 -0.0746019 -0.00308303 0.298077 -0.0623061 -0.0360144 0.0207552 0.112279 0.0323645 0.040221
internal_count=361931 332372 121118 29559 58977 56131 43545 211254 207592 9860 8720 7956 764 482 62141 12586 197732 171613 25637 145976 22409 92165 53811 2454 84238 59784 44841 9407 6707 26119
shrinkage=0.000980392


Tree=2670
num_leaves=31
num_cat=0
split_feature=815 1154 774 1436 885 1376 499 858 513 428 789 602 697 413 777 896 497 996 728 588 369 389 1320 225 1380 1262 1312 1459 1325 71
split_gain=17.1225 44.9034 25.2691 24.9657 23.3009 21.884 21.7132 21.6109 26.8356 30.4066 26.3578 26.5337 26.8122 26.3062 34.3767 26.1236 31.8149 35.6692 30.2596 24.5393 25.0882 24.23 23.7828 23.4899 23.3373 25.5698 23.6691 23.0957 22.7982 21.4101
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3334097757711572 1.0000000180025095e-35 6.1053019920877674 1.6459028264842319 -1.7106473217658873 2.1406758129868066 1.0454229551509682 1.2792360868577088 1.1248358748350926 0.66849908449309148 -0.87795356693465543 0.85493069023791135 2.601209397783764 0.73822046824604237 1.461728259125324 1.0565563832172893 -0.49008176997875957 0.71188872395471614 1.106599526467509 1.0000000180025095e-35 1.0316402576801686 -0.68194246470307063 1.2891707712051399 4.2650547548666031 0.80469358619591069 0.49900387419946662 1.4263200489537242 -1.7009160893421431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 29 -5 -7 10 9 13 15 12 -12 14 -9 16 27 18 22 20 -20 -14 -18 -22 -17 26 -26 -2 -23 -4
right_child=7 -3 3 5 -6 6 -8 8 -10 -11 11 -13 21 -15 -16 24 17 -19 19 -21 23 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.013832545225387544 0.00021979353269484093 0.00026245139827933413 0.020346299261629171 0.00091579732342644696 0.032594116761283883 0.065271057637880561 -0.013735684615295769 0.0030815542177544931 -0.015722362013567196 -0.017111647586095322 0.0073603553468973397 -0.0081694146157328743 0.0016586377210291736 -0.013064346035132686 0.056663344369977497 -0.0026718297356714436 0.0013814879191317692 -0.0060573181826166292 0.0093086781316978496 0.019038937527002999 0.025315779239520317 -0.0050962356382862062 -0.029114843638982486 -0.018608762576179685 0.010112849404533346 0.085097316762867373 -0.018856999871293897 0.0042667514842318682 -0.02490562052297314 -0.0059161665137977323
leaf_count=6791 81351 89654 844 21099 143 84 3330 5404 2044 1328 4175 7974 8151 1360 154 30663 2086 2375 8841 2724 171 6674 375 696 2616 36 507 20816 858 48607
internal_value=0 -0.026971 -0.0775816 -0.065731 -0.106384 -0.0049856 -0.236696 0.00569447 -0.0931569 -0.0351708 0.0113792 -0.0532136 -0.00846935 0.0245861 0.0909235 0.0226 0.0375129 0.121303 0.15977 0.202659 0.152547 -0.0534632 -0.0539695 -0.195182 -0.0339368 0.151125 0.124379 0.0220259 -0.147644 -0.111458
internal_count=361931 170552 80898 74107 49594 24513 3414 191379 10290 8246 181089 27832 19858 6918 5558 153257 119435 17268 14893 12432 9708 15683 2461 867 33822 3159 3123 102167 7532 49451
shrinkage=0.05


Tree=2671
num_leaves=31
num_cat=0
split_feature=728 1100 83 691 984 813 795 784 125 1234 188 485 921 215 769 419 559 984 100 854 796 1452 346 959 567 430 623 1457 783 995
split_gain=27.9719 24.6188 26.4125 25.6688 24.1937 24.095 23.9032 30.628 29.3026 30.8978 32.5566 27.751 22.8804 22.7855 22.2753 22.154 21.4614 22.8361 21.1618 20.6443 33.3425 20.5969 23.0468 23.2029 20.87 20.1768 21.9313 21.2744 21.2055 26.8956
threshold=1.0000000180025095e-35 1.6293515030253838 -1.1590745627182073 2.2690240148833634 1.0036201228183603 1.0000000180025095e-35 -0.29258408639884992 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.43927968884894303 1.0525743831388839 1.1385394831562554 -1.3716742467871017 -0.14827575577457652 0.064400560137788915 2.7431247765078575 1.2289641465594345 -0.87473648844905705 0.38087715954262297 -0.67361960556891953 1.1676863049867932 1.145372801981061 2.1737059611274008 -0.37028881819514847 3.1515303307389462 5.4378793078107464 1.0000000180025095e-35 -0.49830159603384189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 6 -3 -2 8 19 9 10 -4 -11 -12 -1 -15 18 -13 -18 -10 20 -8 -9 23 24 -23 26 -21 28 29 -27
right_child=5 4 3 -5 -6 -7 7 21 15 11 12 16 -14 14 -16 -17 17 -19 -20 25 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00012396090473580076 -9.8163942475137459e-05 -4.0551700970571815e-05 -5.8946574299629277e-05 -0.00013490151295216841 -0.00022545480273389619 -2.264043880770075e-05 -0.00015254329120451424 0.00016834169163177214 2.7712804445505882e-06 -0.00015715321909925845 6.9596976762938587e-05 0.00017499226646349467 0.00031393960786512868 0.00094452774980612205 4.704165842967943e-05 0.00011266998295163179 -0.00017241167256684239 0.0013730248343959161 0.00019693899778430593 1.3477599904089797e-06 0.00017700347720295411 5.3028048316963265e-05 -0.00020021679741219855 -0.00028297126481542797 0.00052371390013069804 -9.9820746142716815e-05 0.00092207126281316132 0.00052498280747562218 -0.00010502091534265915 7.7977634014973134e-05
leaf_count=16130 47070 26207 10993 6259 6603 62020 1917 5308 22055 11226 10192 2624 1976 115 2808 25663 1932 48 2842 28370 4478 14953 2031 948 384 7323 108 236 31111 8001
internal_value=0 -0.00566381 0.00152822 0.0082526 -0.0749089 -0.0524741 0.0124838 -0.00973084 0.0391037 -0.00993873 0.0414285 -0.0920237 0.112554 -0.0861812 0.0913035 0.0715985 0.052086 -0.135164 0.0253628 -0.0304895 0.0839581 0.0572314 0.0227252 0.0480719 0.067193 -0.041214 0.00542871 -0.0693429 -0.0730095 -0.00781574
internal_count=361931 252841 220031 200978 32810 109090 194719 105168 89551 38991 23161 15830 12168 19053 2923 50560 4604 1980 24897 81544 6395 23624 18316 16285 15337 75149 28478 46671 46435 15324
shrinkage=0.000980392


Tree=2672
num_leaves=31
num_cat=0
split_feature=785 728 1431 727 647 590 666 1467 809 21 771 1174 519 712 376 714 851 803 791 768 650 832 934 513 645 611 867 829 788 1324
split_gain=39.5494 33.8783 28.3242 26.9371 26.2566 65.1311 24.9462 24.3439 22.0914 22.3871 22.0233 21.9271 21.7116 34.3618 30.9185 28.3587 42.3173 37.2486 37.184 35.272 34.5238 32.0455 28.833 28.3285 28.151 27.3608 31.6574 28.1924 25.2973 25.2528
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 2.2575337098986954 3.2089320700182484 1.6518864604429058 4.5933813388752975 1.4820751525130569 -0.35580548617680507 2.1420547332082829 1.0000000180025095e-35 1.8828081291110934 1.0000000180025095e-35 -0.84871412517626565 1.9682860324222273 1.0000000180025095e-35 1.4582606246804526 2.1314615550283826 1.6012287785154122 1.0000000180025095e-35 2.0831197595613671 1.0999280683389623 1.0000000180025095e-35 -0.72818492217606867 -0.24975026296777328 1.0000000180025095e-35 2.0883641899847656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 5 -3 7 10 -9 11 12 -10 15 -14 28 19 -17 18 -18 20 22 23 -2 25 -21 26 27 -20 -15 -24
right_child=1 4 -4 -5 -6 -7 -8 8 9 -11 -12 -13 13 14 -16 16 17 -19 21 24 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9561532787605854e-05 9.9091781062153923e-05 -7.4169200471343235e-05 -8.0210487981589618e-05 0.00010967979598437397 -8.0834346093234874e-05 0.00044841625170304392 0.00011324466581164204 0.00023551951684415759 -3.0125475672708183e-05 0.0011500011293165608 -0.00016989491984639043 -0.0010128546336369752 -0.00012976866394346823 -2.223215894626538e-06 0.00044793155956276791 0.00011522568877534744 -8.4002375121226101e-05 0.00011241775810259177 0.00040126877262883833 -0.00022081243404829194 0.00032741331557331442 -0.00025494677390455772 -3.5446224070829592e-05 0.00024192699330292277 0.0002153426174834366 -5.3829423931364089e-05 8.5352873522122547e-06 -1.2743562068237956e-05 0.00021540027635181359 0.00040092625439868513
leaf_count=12551 17390 4821 35150 17008 93730 1384 6806 2685 226 39 4500 153 2974 5288 1064 7601 76916 5852 2048 4681 1947 2826 19672 2118 826 18440 7834 1200 3587 614
internal_value=0 -0.0298101 -0.0161685 0.0535308 -0.0706986 0.0763377 -0.00669465 -0.0118238 0.169576 -0.261247 -0.0153373 -0.413898 -0.0116162 0.069046 0.124833 -0.0189689 -0.036675 -0.0478882 -0.0579323 0.0287705 0.0506775 0.00443092 0.0355927 0.0227432 -0.148614 0.00230845 0.0866362 0.26385 0.0859528 -0.0218122
internal_count=361931 332372 232437 29559 99935 6205 197287 190481 3103 418 187378 379 182878 12913 9939 169965 124835 117234 111382 45130 39623 34466 37676 31640 5507 29522 11082 3248 8875 20286
shrinkage=0.000980392


Tree=2673
num_leaves=31
num_cat=0
split_feature=1097 269 1470 785 713 1455 809 770 1357 1181 416 915 1457 332 257 475 1454 1453 1470 563 1002 588 497 450 391 1469 1210 831 705 777
split_gain=29.7792 42.221 32.3013 30.3302 29.1937 25.9066 28.2125 30.91 29.6653 25.4893 25.3083 25.0921 24.5665 24.0665 38.9204 31.987 27.5044 28.1026 25.9091 25.611 24.464 30.55 27.0132 29.1193 25.4257 24.4056 26.646 26.5967 24.8702 23.5274
threshold=-0.64966988391888181 -1.2832447556410924 -1.1417127449306028 -0.86283290253235112 1.0000000180025095e-35 0.35881941651261778 0.66649192610754393 -0.91925023408926976 1.0000000180025095e-35 0.49149133427676484 0.92498559351530296 0.40079874301352708 1.339295830115254 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.90309121467478037 0.32774520349467018 -0.32567218528445913 -1.9034908860799797 0.69854289147193727 1.0000000180025095e-35 1.656418941702585 0.69231615738246322 1.0000000180025095e-35 -0.63393269545937792 0.3802368736872318 0.70321420886131414 1.8323193334265595 0.28151048841156351
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 -3 6 8 -8 11 -10 -9 -4 -1 14 15 18 17 -16 -5 -15 22 -22 -21 -24 -23 -18 27 -27 -28 -17
right_child=1 3 5 13 -6 -7 7 10 9 -11 -12 -13 -14 19 16 29 25 -19 -20 20 21 24 23 -25 -26 26 28 -29 -30 -31
leaf_value=8.9346558696319078e-06 -8.9384039919422257e-05 -0.00018376489277536039 -3.7213456613059982e-05 -5.9968410032677996e-05 0.00010054091142339116 -3.0633157974342238e-06 0.00016419445956054049 -2.2195093341424749e-05 -0.00023688477548572159 -5.4158044025557206e-05 -0.00027225374723281981 -0.00021216918890875239 0.00027452133122977333 -0.00034146942791130492 0.0001106287995574066 5.7869562503036193e-05 6.549079403930715e-05 0.00073334645964172513 -0.00021341305055463559 1.7627860131698704e-05 7.3562054909250999e-06 -0.00027591468792413746 6.7522536963393896e-05 0.00031503572652704455 3.9258260807203182e-05 -0.00013077503103889966 5.2574257808400925e-05 5.0906047837451601e-05 0.0017947283282333624 -0.00018042060896140865
leaf_count=10767 32744 1859 25653 12564 20222 25220 3784 12725 23679 6939 2518 7506 1923 1180 1399 11090 13569 362 17562 70428 10503 3631 7830 2479 1581 15391 8117 4707 35 3964
internal_value=0 -0.00713449 -0.0540162 0.00334519 0.0792084 -0.0695182 -0.0930811 -0.0176595 -0.123687 -0.191236 -0.0649827 -0.0731737 0.0563101 -0.00603417 -0.0359557 -0.0953951 0.00566386 0.273076 -0.146083 0.0151681 0.0183417 -0.0567078 0.0331515 0.130011 -0.187863 -0.00545132 -0.0434721 -0.0869136 0.0619006 0.00200151
internal_count=361931 241217 120714 208473 22081 108024 82804 19027 63777 30618 15243 33159 12690 186392 88760 45180 43580 1761 30126 97632 96452 15715 80737 10309 5212 41819 28250 20098 8152 15054
shrinkage=0.000980392


Tree=2674
num_leaves=31
num_cat=0
split_feature=728 1100 83 691 744 795 784 125 1234 188 485 984 921 215 769 419 559 984 1464 702 1452 346 959 1022 885 1468 981 1043 567 100
split_gain=31.7659 26.2293 27.1179 25.9493 24.8009 24.6806 32.1655 29.2289 31.4895 31.7847 28.3796 24.2825 24.2071 22.712 22.5183 22.352 21.8145 23.035 21.5792 27.368 21.3637 23.1047 22.9949 21.2895 23.5836 26.5724 22.9248 22.3898 21.0464 20.9333
threshold=1.0000000180025095e-35 1.6293515030253838 -1.1590745627182073 2.2690240148833634 1.3025484894158337 -0.29258408639884992 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.43927968884894303 1.0036201228183603 1.0525743831388839 1.1385394831562554 -1.3716742467871017 -0.14827575577457652 0.064400560137788915 2.7431247765078575 1.5993600128483978 2.1544481038412919 -0.67361960556891953 1.1676863049867932 1.145372801981061 1.0000000180025095e-35 4.8263866747680533 1.1169629351287809 1.9803212314877492 1.0909983720475414 2.1737059611274008 1.2289641465594345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 5 -2 7 18 8 9 -4 -10 -3 -11 -1 -15 29 -12 -18 23 -20 -8 22 28 24 -7 -26 -25 -28 -22 -9
right_child=4 11 3 -5 -6 6 20 15 10 12 16 -13 -14 14 -16 -17 17 -19 19 -21 21 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.00012632607105382652 -7.0403385126350756e-05 -4.4315004051052928e-05 -5.8116214045110728e-05 -0.00013690663491302792 4.0343937528564124e-05 -9.5529705621055522e-05 0.00017010802672585889 1.6634843611948931e-06 -0.0001593688219608737 6.7034962857957274e-05 0.00017572399356345416 -0.00022912086292164465 0.00031789489149871159 0.0009454663466864899 4.3875614111269022e-05 0.00011167543496068888 -0.00017381452891076797 0.001378691213944065 0.00011681593808295687 -0.00083841188224500801 5.2112004412228394e-05 -0.00020100442197269164 -0.00028180012915814264 -2.4440454637012824e-05 0.00057461845631292239 -0.0012663435428347813 0.0002745074471047901 -0.00035422063898256763 0.00052399500173792542 0.00019451322226496246
leaf_count=16130 98011 26207 10993 6259 11079 32370 5308 22055 11226 10192 2624 6603 1976 115 2808 25663 1932 48 5230 142 14953 2031 948 41471 335 47 1691 258 384 2842
internal_value=0 -0.00743164 -1.29796e-05 0.006793 -0.0572215 0.0110416 -0.0115034 0.0380503 -0.0108597 0.0409166 -0.093616 -0.0787428 0.111089 -0.0887373 0.0882225 0.0704572 0.0519285 -0.136553 -0.0327457 0.0955032 0.0570387 0.0219453 0.0472895 -0.0427226 -0.0896278 0.415248 -0.0137163 0.19774 0.066303 0.0240788
internal_count=361931 252841 220031 200978 109090 194719 105168 89551 38991 23161 15830 32810 12168 19053 2923 50560 4604 1980 81544 5372 23624 18316 16285 76172 32752 382 43420 1949 15337 24897
shrinkage=0.000980392


Tree=2675
num_leaves=31
num_cat=0
split_feature=728 813 862 1158 1321 360 71 304 276 38 1469 275 659 797 854 693 620 1311 648 714 588 276 1410 496 692 833 787 77 1119 1174
split_gain=17.9352 19.0517 18.7801 24.9807 20.3103 21.6404 20.2861 18.9276 19.2758 19.6507 18.3432 31.0606 18.3124 18.3145 33.1093 24.3646 26.1041 25.2374 24.9727 23.6347 26.3833 26.998 22.8471 22.4146 22.1558 22.0624 20.8676 20.8444 20.375 19.5902
threshold=1.0000000180025095e-35 2.1641256470006294 1.0000000180025095e-35 2.1589496738409495 -0.72704260167921453 0.31013127627967624 0.45370298998781483 0.34672724650047859 1.5348588840221671 -0.66447882251196966 -1.3263328046252252 0.4022431516292117 0.62821384419828064 0.63961785378869596 -0.87473648844905705 -0.6391716343615429 0.88084169889549835 1.2810715084606976 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 -0.20999213199562125 1.0000000180025095e-35 -1.2327032471916355 -0.71894483417704913 0.27265562398419696 1.4337814159034321 1.0929599279503071 2.3835447338491167 0.71652998193692996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 10 3 7 -5 -6 -7 8 9 -3 11 -2 13 15 -15 16 25 28 23 -16 -21 -22 -19 -17 -20 -1 27 -25 -18 -24
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 -12 -13 -14 14 19 18 17 22 24 20 21 -23 29 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019327637300412454 0.039258227644004572 -0.031477331361334016 0.0099460366577104661 -0.057872694708237804 -0.033603727326638043 0.038947409353685618 -0.041756996815944067 -0.040779679835299433 -0.060252056968678594 0.030329221103495365 -0.0023398618568549585 -0.023159359685087647 -0.0021537658893050851 0.0088485029219614649 0.0023298464124246539 -0.0060568033270392476 -0.010997430423421384 -0.0041150006499258082 -0.005939452443065419 -0.0063406888137877929 -0.0099943377620141105 0.01926930779539748 0.022466387406609108 0.0007640149092027563 0.0047035036602263566 0.004347597179011853 -0.0063160580608604888 0.0056995491338938855 0.037070350110337096 0.097011487351246262
leaf_count=29073 270 86 2979 156 246 144 51 98 39 439 104454 128 41024 2760 7046 7279 7079 536 2718 20886 562 846 218 70178 35477 10702 4875 11425 106 51
internal_value=0 -0.0364173 0.107168 -0.126374 -0.462553 -0.212091 0.336373 0.174218 0.320738 0.431868 -0.0442248 0.398176 0.00128072 0.00970096 -0.0404453 0.0185638 -0.028572 -0.155711 0.0333245 -0.0650502 -0.103124 0.165488 0.245917 0.0133151 0.0801244 -0.00398599 0.0222393 0.0302577 -0.202146 0.742268
internal_count=361931 109090 4238 1259 597 441 195 662 564 525 104852 398 252841 211817 32100 179717 47765 7990 131952 29340 22294 1408 805 93757 38195 39775 86478 81603 7185 269
shrinkage=0.05


Tree=2676
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 727 714 588 938 868 827 513 746 689 840 566 1241 497 697 290 696 457 647 590 785 1452 407 1187 997
split_gain=39.5532 25.6975 25.8314 32.7257 27.9227 27.6155 25.5018 25.3571 45.5391 38.6156 32.1872 32.1169 29.6865 35.0621 29.455 27.7898 31.0483 27.3977 27.1526 28.7624 26.7485 25.8713 25.6376 25.2287 63.2157 25.0508 24.3898 22.7955 24.9833 22.7113
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 0.53022336195039899 -0.36836247429892682 1.0454229551509682 3.6288968102052546 -1.1110989058077336 1.593014926627095 0.75597511057269628 -0.67919258870259713 0.6154197817996786 1.4714256445119207 1.979635823759073 -0.53099574388912829 6.1394591223222692 -0.87782724458594241 0.58895901036483078 2.9970139449733542 0.62995620057108082 -1.2965003005540392 1.5105553474803968 1.8859961581257856
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 4 5 -4 -1 11 9 10 14 26 27 -14 29 16 18 -15 19 -13 25 -18 -11 24 -3 -16 -2 28 -10 -9
right_child=1 23 3 -5 -6 -7 -8 8 12 22 -12 15 13 17 20 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.528297579880361e-05 5.5420234434961991e-05 -6.7723538714687539e-05 -5.6678471338949975e-05 -0.00012790583212430277 0.00019011749034703854 0.00010693843086463539 0.00011070069868664896 5.1156230098451316e-05 -0.00035188936572020789 -0.0001102279969468381 -0.00016573415985705282 0.00010282794076724069 0.00043976370602341082 -0.0017099449689293622 -5.0660850606816732e-05 -0.00023040556420465285 0.00021084040061973683 -1.3628203443296285e-05 -0.00010085679562523457 -0.00015597205948240516 0.00013548245087455026 -0.00017316676184629299 0.0029022387317587453 -7.3307324667308969e-05 0.00044793187132998428 0.00017760423454677427 0.00026827605875812268 8.9497907834592549e-05 0.00066655428113944904 0.00037429023802935452
leaf_count=12551 12510 4821 8900 5398 6196 9111 17008 12003 1140 45501 8677 18676 1548 55 67600 2789 861 142 5513 2797 3620 6844 26 93730 1384 2503 2975 5806 115 1131
internal_value=0 -0.0274646 -0.0155766 0.0437389 0.0734653 0.0305248 0.0560372 -0.0251719 -0.0404367 -0.0514655 -0.0273094 0.0173491 0.103201 0.343223 -0.0153718 -0.0194891 -0.00154657 -0.465119 0.0357819 0.0740892 -0.0331022 -0.126925 -0.111345 -0.0632041 0.0812408 -0.043669 0.10183 0.0428635 -0.244514 0.0793142
internal_count=361931 332372 232437 29605 24207 18011 29559 202832 149867 141061 95534 52965 8806 1745 86857 37480 34691 197 26986 21473 73723 7705 45527 99935 6205 70103 15485 7061 1255 13134
shrinkage=0.000980392


Tree=2677
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 706 967 1372 497 382 965 1037 222 728 832 775 591 983 279 11 557 422 21 89 779 1083 1327 602 678 74 692
split_gain=32.7334 26.5683 25.0147 45.3812 25.3122 26.2013 25.3136 27.7693 33.7035 24.2418 26.4452 24.142 22.9599 22.2766 28.9296 24.8655 22.097 21.4343 27.1675 21.6796 21.4025 25.807 25.0905 26.3035 21.8804 27.4423 25.1368 25.9231 22.9111 22.4948
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.2757743684523109 1.5343909308640491 1.7231870616215912 1.5729800777409018 1.0000000180025095e-35 -0.45591238426429986 0.30001598979790833 -1.5421810694528248 -0.49008176997875957 -0.54035045934009274 -1.3793386813088184 0.26941944963516368 -0.26054273465402639 0.3467720673358648 -0.87191264689159853 2.5220033806985911 -1.2415873250643052 -0.70163543588998201 -0.79801254064409199 0.13224400543380457 1.0000000180025095e-35 3.0979511513172517 0.66849908449309148 2.9016603484412591 -1.2140069485145701 -1.0353775541481285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 -4 5 20 7 13 17 -10 -11 -7 -1 15 -15 -6 -17 19 -19 -9 22 -22 23 -2 -23 26 27 28 -26 -28
right_child=1 -3 3 -5 6 11 -8 8 9 10 -12 -13 -14 14 -16 16 -18 18 -20 -21 21 24 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.00012734336352597417 0.00025817138155223346 -7.1204048342858923e-05 2.2589173436716201e-05 0.00038094208616487726 2.9001945444950047e-05 -0.00061557529320354189 -0.00017178292824983734 0.00029491871240963825 0.00014646582374367139 -0.00028441640589153941 9.3978126507995703e-05 -8.7827460735695484e-05 6.8628447367897617e-05 -0.00031244423491900709 -6.1082922903754743e-05 -0.00017425366751337915 -1.5601303646727531e-06 -0.00082468164303323426 7.3730024298908928e-05 -0.00078764806931291029 9.1473826193548468e-05 2.6528782648783853e-05 -0.00018410767126879741 -0.0002753109989059448 -0.00039239400211171994 -0.0010323260471169905 0.00013058025789409528 -0.00066427934347730241 2.3493201801400843e-05 -0.00029023984177960064
leaf_count=3396 1612 69820 10762 1780 29842 625 8713 3556 1703 2387 1215 8130 26163 3296 79683 7242 8542 179 1479 88 20875 45797 6647 804 866 154 708 263 12707 2897
internal_value=0 -0.0264167 -0.0169149 0.0758251 -0.0222893 0.0041177 -0.0424952 -0.0353984 0.0678361 -0.0523219 -0.154636 -0.119681 0.049555 -0.0459427 -0.0704941 -0.00674282 -0.0835352 0.18648 -0.0139681 0.27637 0.0144097 0.0240417 -0.102628 0.101453 0.00280096 -0.0643859 -0.0565913 -0.0113684 0.00281 -0.213901
internal_count=361931 332372 262552 12542 250010 102085 147925 139212 10607 5305 3602 8755 29559 128605 82979 45626 15784 5302 1658 3644 93330 84267 9063 2416 63392 17595 17441 13836 13573 3605
shrinkage=0.000980392


Tree=2678
num_leaves=31
num_cat=0
split_feature=50 194 608 1185 1382 1249 1465 134 1454 1466 1467 1457 1463 363 91 418 846 1147 1392 1451 1458 1458 1451 1457 21 1117 363 1453 1458 1466
split_gain=17.7358 31.3009 18.9457 22.8742 28.1957 19.2254 18.7377 20.4666 20.1655 35.7534 34.7112 24.4756 23.7751 22.4937 21.7333 22.2386 19.4543 19.2813 22.0648 21.413 24.3011 24.1802 21.6146 20.6515 27.7264 20.1812 20.0145 19.865 24.966 31.2715
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66665475971017707 -0.9548484655694226 -1.5483957297857516 0.23182976819621529 0.56487967955244278 1.0618597429748491 3.4974816677026177 5.394510856179541 0.47769311669757991 1.1311994888241439 2.00503676632079 -0.12458961184671018 -0.7090319212000521 -0.58617642917138868 -0.91313134798759121 1.0000000180025095e-35 0.15627472391763811 0.88359250333053418 0.80534149711599012 0.61837135740476723 2.0120574912422922 1.0468567359031882 1.3785497256249488 -1.8062770964100852 -1.02629721061457 0.29725656340556916 -0.48054573248838922 0.30311818149894332
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 17 14 10 11 16 -12 -14 15 -2 -10 19 25 20 21 23 -21 27 -25 -19 -20 -8 -29 -30
right_child=6 -3 3 4 -6 -7 7 -9 9 -11 12 -13 13 -15 -16 -17 -18 18 26 22 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0042261311228197094 0.00099644868566206297 -0.0001677592082873036 -0.033929874464740446 0.17747900028769412 0.0082229804646296468 0.038037544225896829 0.013387957906680171 -0.0029867460843988071 0.030925435987413787 -0.05924480941220605 0.037730424030974992 0.043152820098436941 0.020461757218150731 -0.051796914482119295 0.00018317667588501328 -0.0058111268854820026 -0.019000322696225709 0.028123280130572737 0.082358514420673962 -0.0058404650973742497 -0.0006068547304574868 0.032928991829921837 0.007324140098712028 -0.0085610675195979431 0.043859611401510346 -0.0096747598451567204 0.006683403096568257 -0.0069212185398834815 0.021436459006352195 -0.0036033724179510953
leaf_count=72049 9510 90336 242 25 1861 36 6874 7344 101 78 617 97 147 75 133606 18401 613 222 40 3345 3521 467 2247 1325 104 3530 1313 1541 1273 991
internal_value=0 -0.0282108 -0.0751128 0.141374 0.213381 1.83172 0.0051553 0.0514468 -0.00517732 0.221051 0.286386 -0.0538801 0.560654 -0.0345587 -0.0079606 -0.0670582 -0.214681 0.0771981 -0.0528692 0.102739 0.142628 0.186661 -0.00790884 0.168204 -0.0762112 -0.151384 0.182234 0.199831 0.0762047 0.214872
internal_count=361931 164549 74213 2164 1922 61 197382 34137 163245 1728 1650 811 839 222 161517 27911 714 26793 5105 21688 16096 12575 5592 12108 1429 3752 1353 10679 3805 2264
shrinkage=0.05


Tree=2679
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 647 590 727 48 146 990 730 783 934 603 660 514 8 516 1388 1288 968 746 283 639 345 846 544 878 498
split_gain=36.8666 33.4077 27.9287 34.5756 25.2378 25.1033 62.9239 24.8 24.2625 23.5394 22.6595 22.6167 32.1934 29.9083 26.0197 26.1895 24.3949 23.0373 22.2163 25.6836 22.2052 23.561 22.0102 21.8479 21.3322 21.1967 21.1369 20.9771 20.8128 24.6029
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 1.8372674881307383 2.7503861831498626 1.09266583130301 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 1.2394703555346365 -1.298475463871557 1.0000000180025095e-35 -1.0285454770005755 1.3901882842073681 -0.23957137006885484 0.66766320980544069 -1.6929952809944913 0.11942102837874842 0.46293354690950167 -0.53268848306471728 1.0000000180025095e-35 1.0000000180025095e-35 1.9385201012130144
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 4 11 8 6 -3 -5 9 20 -9 12 16 14 15 -13 -4 -17 -14 -20 22 23 28 -22 25 -15 -7 -1 29 -2
right_child=1 5 3 7 -6 26 -8 10 -10 -11 -12 13 18 24 -16 17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.2947355289696877e-05 -0.00012262893402654868 -7.6209347360228107e-05 3.5908714817127706e-05 -0.00011010591233973888 -8.4124636379607383e-06 -2.8441167011950132e-05 0.00043676728181535666 0.00014135941008173848 -0.00023925557009877666 0.00031534791369882423 0.00043376328496830919 0.00016655139633798652 -0.00018353709999092307 -7.0619962350687877e-05 -1.0190470234200352e-05 -0.00048412451788190538 0.0003879419006869457 0.00063206668402874589 -0.00032346384194132532 1.1105790283315167e-05 0.0011560678736776237 -5.8458796017591064e-05 0.00020267294685822528 -0.00036278301719696964 -0.00032899037056472499 0.00035617316379051115 -0.00010886234318325535 -4.3974038975857619e-05 -1.9931278119639653e-05 0.00015520837513659214
leaf_count=21198 31924 4821 6880 1294 103001 29774 1384 4808 4653 765 1493 2134 6979 2024 1982 101 1041 996 1407 9299 54 4153 1417 4691 1064 644 63956 8361 37721 1912
internal_value=0 -0.0314173 -0.0178824 0.0322359 -0.0301008 -0.0720014 0.0716197 0.15996 -0.0620833 -0.0530426 0.213125 0.00195383 -0.0317565 0.0947982 0.197901 0.307197 0.0838775 0.561634 -0.0842726 -0.0250714 -0.0575137 -0.1887 -0.0453233 -0.343322 -0.0559065 0.0416458 -0.0834928 0.0490467 -0.0521968 -0.105007
internal_count=361931 332372 232437 42146 190291 99935 6205 7595 87290 82637 6301 34551 25606 8945 5213 3231 7921 1097 17685 10706 81872 8898 72974 4745 3732 2668 93730 29559 71557 33836
shrinkage=0.000980392


Tree=2680
num_leaves=31
num_cat=0
split_feature=785 561 626 13 1168 129 1426 1029 417 539 21 153 361 280 1463 898 1254 760 696 1036 1454 1044 1312 212 975 1041 78 1109 6 425
split_gain=17.3568 17.6915 21.9767 22.4597 21.1143 24.8864 23.6119 23.5916 23.1882 22.0976 25.8104 22.9306 22.4397 20.9459 20.0906 19.7313 20.3652 19.9398 26.9501 22.3059 22.367 19.9803 19.5601 21.1164 19.478 19.285 18.6813 28.0127 22.4302 23.0278
threshold=-0.86283290253235112 0.048699383522880162 1.7287267556628094 2.2243089509479392 -0.28919238636343836 1.0000000180025095e-35 1.0000000180025095e-35 1.6300937177643899 2.7534549127681607 0.6695026854463163 -0.70163543588998201 2.109615919826807 2.9376637778767485 1.1929183031662667 1.8172976979801614 -0.29379026653507545 -0.15064206754099529 -0.057946545770453828 1.8957256739984236 -0.98389985669203017 0.50933602050530713 1.998823655620138 0.36958182597131489 -1.1063541903451692 -1.308989782220449 -1.4103742824952998 0.81574501037641312 -0.34636651582090255 0.85531694181091844 2.0779597807797701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 22 4 13 6 -6 9 8 14 10 11 -3 -11 25 -7 17 24 18 21 -20 -21 -12 23 -2 -17 -4 28 -28 29 -25
right_child=1 2 3 -5 5 7 -8 -9 -10 12 15 -13 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.002107064631795288 -0.0038670510937258221 0.0048035891836761139 0.037762473461640363 0.04525276097147482 -0.0034239670303321799 -0.016610574598063706 -0.0040110561377290077 0.19045072813370745 0.049454016195915773 0.004157359156505217 0.0026513402764753741 -0.042330028749741649 0.059460730504391913 -0.013434620430106703 0.016562132763617943 0.022905680658099899 -0.0019843436172854736 -0.0065868681299784881 0.10520161906018399 0.034438420219197581 -0.04210069701795803 -0.018703261714751798 -0.002217024410787504 0.002556991175221986 -0.012235645302217737 0.0042272818318599805 -0.0069646874267873839 0.0013061449363740735 -0.0019092774674416295 -0.0078979683618818335
leaf_count=29559 14943 10986 303 162 34449 5635 32839 29 67 10270 10106 185 72 1153 300 252 8048 4757 45 310 63 722 46441 90836 6820 6548 10132 13261 19842 2796
internal_value=0 -0.0134982 -0.0357461 0.0828091 -0.0440303 -0.0913308 -0.0226873 -0.2588 -0.266228 0.00578911 -0.0207446 0.0825275 0.092177 0.0641188 -0.289929 -0.0546322 -0.119103 0.000481952 0.0508565 0.628286 0.434312 0.0293268 -0.000208614 0.0116232 -0.219303 0.108161 0.0196583 -0.0413068 0.0309683 0.045161
internal_count=361931 332372 134121 8166 125955 40480 85475 6031 6002 52636 42294 11171 10342 8004 5935 31123 15120 16003 11246 418 373 10828 198251 151810 7072 6851 136867 23393 113474 93632
shrinkage=0.05


Tree=2681
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 712 647 590 727 346 1249 1040 759 834 1002 209 567 570 1421 636 834 50 1047 1424 133 609 501 969 730
split_gain=37.3871 27.0329 25.2084 29.6164 25.18 25.4707 24.7319 24.6596 65.3548 23.9859 22.2435 23.1171 28.3205 22.3755 21.8333 21.6255 21.4845 20.8364 20.5429 22.8944 22.3862 20.8939 20.7197 21.8282 20.6073 20.5377 20.5245 21.284 20.4792 20.4473
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.63779424894106762 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 0.69854289147193727 0.23696906566319156 -1.7658299547505127 -0.48460852809644533 1.0107116206971127 2.4129057422810987 1.3963992400794327 1.4829784501753427 -1.0794544675301283 1.0000000180025095e-35 2.7171092817986957 1.6285028476148826 -0.34356399406047794 1.0114503554736605 -0.33215574005720661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 29 5 10 -1 8 -3 -5 11 12 14 17 -2 26 -17 -14 19 21 22 -9 -20 24 -24 -8 28 -28 -11 -4
right_child=1 7 3 9 -6 -7 25 18 -10 15 -12 -13 13 -15 -16 16 -18 -19 20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00013529982958789685 -0.00034934052361571715 -7.0984530008799215e-05 -2.5652476376984037e-05 -0.0001132313307523722 -3.6772489869794794e-06 -2.4638990547361444e-05 8.4703407092181801e-05 1.4091940360939744e-05 0.00045303542009566758 0.00020457080531398287 -0.00020220321916514215 -0.0002163421060669443 -0.0007570708531761121 0.00077612092590193091 0.00095949306695539854 -0.00039920796997314906 0.0002154419664298375 5.2325490274712776e-06 -0.0001229655283303962 -0.0002471708339835161 0.00035130053137886531 -0.00023228794303108407 0.0011025606905684081 -8.7870650241786692e-06 -2.8232303703409965e-07 -0.00025530685393429942 -0.00064941160942933764 0.00024454709733565274 0.00049662134765890962 9.249252165843579e-05
leaf_count=3225 2747 4821 25606 1294 103001 45923 25512 27682 1384 3416 14802 6707 366 210 95 480 482 16440 55011 3085 602 2603 189 4368 190 822 204 223 1496 8945
internal_value=0 -0.0258509 -0.0136616 0.0340512 -0.0252955 -0.0573061 0.0552373 -0.0624963 0.0801751 0.152579 -0.111204 -0.068578 -0.0284784 0.0056905 -0.304795 0.205072 -0.0841419 -0.00497422 -0.0739384 -0.0238941 -0.103292 -0.00449068 -0.108794 0.0342377 0.591144 0.075631 0.257531 -0.169193 0.297396 0.00598402
internal_count=361931 332372 232437 42146 190291 87290 29559 99935 6205 7595 41367 26565 19858 17016 2842 6301 962 16806 93730 33370 60360 30285 59758 4747 379 26334 5339 427 4912 34551
shrinkage=0.000980392


Tree=2682
num_leaves=31
num_cat=0
split_feature=785 728 647 590 1431 727 771 1469 89 1451 1466 290 852 291 1175 417 453 761 1427 63 1046 1450 320 70 333 570 15 1145 1444 1318
split_gain=33.1467 29.8059 25.3819 66.6306 24.5803 23.2643 22.4067 22.0241 26.2053 25.2113 24.9872 24.5549 24.0212 26.4958 27.6739 25.1438 24.7865 23.6717 22.8006 25.9588 24.4512 22.2529 21.9958 23.647 21.7467 21.5463 23.45 22.3913 24.5981 23.0136
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0099929608726099 1.0000000180025095e-35 1.4820751525130569 -1.0588145806293296 4.0012644094602825 -0.62073360516980247 -0.24079247722810021 -0.86969216432707652 1.0747610123934368 -1.4539241543610244 -0.34194217279515826 2.924606770914282 2.3178925073180721 1.5818324778943054 2.2971197365863145 0.78178057933699419 -0.96987142082945443 1.0909351122468025 2.0072900790561738 -0.40373365247282927 2.9869920577443172 -0.4998781572545779 1.9016026118134437 1.0000000180025095e-35 1.0000000180025095e-35 -0.37751581120742261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 6 -1 7 9 12 10 21 -11 15 -14 -15 16 18 -10 -9 20 -20 -2 23 -12 -16 26 27 28 -4 -29
right_child=1 2 25 -5 -6 -7 -8 8 17 11 22 -13 13 14 24 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.8565778958187998e-05 -6.6185610736205069e-06 -7.3220768783665397e-05 4.9268106534243636e-05 0.00045601431072465979 -7.4075925406949785e-05 0.00010173087929893014 -0.00015774156447416203 -3.5355700023181189e-05 -0.00056055048624196796 -7.4146143241364385e-05 4.5748061590813629e-05 0.0001262951175513096 -0.00026718535401032856 -4.0691591569090995e-05 0.0001403823324169633 0.00052959665168420727 0.00010442109706068018 0.00058484448454524751 0.00079605485702317859 -0.00038357068946097943 0.00012670282044669454 0.00031212122666254193 -0.00073963081751202901 -0.00024872319059663435 -0.00051827163031988466 -0.00010422553467423905 0.00028556740993682849 -0.00027067063994429117 -0.00017629391793080786 -3.255913378765205e-05
leaf_count=12551 4347 4821 15399 1384 35150 17008 4703 128695 850 3589 2198 15675 1294 6680 12380 399 7664 106 272 495 3711 1126 265 2619 219 61493 1214 4778 4109 6737
internal_value=0 -0.0270727 -0.0655104 0.0792251 -0.0142646 0.0493581 -0.00543346 -0.00180227 -0.0126465 0.0505609 -0.0333728 0.0957002 -0.0106555 0.0575379 0.0755888 -0.0216715 -0.0232971 -0.422269 -0.0302534 0.120389 0.172835 0.0652423 -0.142253 -0.109766 0.13164 -0.0770998 -0.0244491 -0.0393063 0.00929077 -0.135811
internal_count=361931 332372 99935 6205 232437 29559 197287 192584 162765 29819 10555 19264 161809 20573 19279 141236 140837 956 133173 4478 3983 5473 5082 4817 12599 93730 32237 31023 19508 11515
shrinkage=0.000980392


Tree=2683
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 1022 1016 859 712 346 1249 1040 759 834 498 570 1421 636 834 50 1047 1424 982 913 85 133 911 966 356
split_gain=30.4865 27.2207 25.3341 63.3184 25.1875 28.1827 23.9076 24.3634 23.8948 22.4527 22.3574 23.2955 28.497 22.0813 21.7624 21.092 20.5403 22.8959 22.4519 21.1741 20.8337 21.9811 20.5987 20.4833 20.4468 20.4599 20.2764 20.2375 20.2217 20.2109
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 -0.63779424894106762 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 2.0574394106562477 -0.48460852809644533 1.0107116206971127 2.4129057422810987 1.3963992400794327 1.4829784501753427 -1.0794544675301283 1.0000000180025095e-35 1.7621802667917166 -1.0282579537198486 -1.3274107148674466 2.7171092817986957 -0.88177944220274473 1.3123037432716602 -0.88459116152366701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 -3 6 -6 7 10 -7 -1 11 12 14 15 -2 -14 17 19 20 -4 -18 22 -22 -10 25 -9 27 -11 -24 -5
right_child=1 2 16 29 5 8 -8 24 23 26 -12 -13 13 -15 -16 -17 18 -19 -20 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001345301335590697 -0.00034844680865024277 -6.751395369022647e-05 1.3400341680037723e-05 -0.00021600170308395285 6.0337871537473008e-06 0.00042881817503963407 -4.7198055112843747e-06 0.0002052345455905155 0.00012220146684280614 -8.4666073144483558e-05 -0.00020106480998174605 -0.00021544984135436109 -2.5507565771698766e-05 0.00077343133907087651 0.00095837626206636594 0.00033882424519503712 -0.00012380268995509599 -0.00024792213871962664 0.00035115596750361105 -0.00023444909746439302 0.0011034018514765982 -9.3846322119630908e-06 -0.00034369020821860318 -0.00047278976672881367 -8.1140943969917785e-06 -0.00020197371464148923 -0.00026200502393053745 9.7736001630817444e-05 0.0018182815272115461 0.00053966620650628186
leaf_count=3225 2747 4821 27682 198 34551 1153 103001 733 6164 3087 14802 6707 15955 210 95 851 55011 3085 602 2603 189 4368 169 278 39942 5248 822 22425 21 1186
internal_value=0 -0.0264062 -0.0631689 0.0815218 -0.0141726 0.0335267 -0.0258002 -0.0570009 0.149205 0.0469012 -0.109749 -0.0669961 -0.0267281 0.00757118 -0.303951 -0.0030254 -0.0747549 -0.0247272 -0.104099 -0.0053272 -0.109606 0.0337741 0.59235 0.100521 -0.0255437 -0.154285 0.0663821 0.0771183 0.00134799 0.457318
internal_count=361931 332372 99935 6205 232437 42146 190291 87290 7595 29559 41367 26565 19858 17016 2842 16806 93730 33370 60360 30285 59758 4747 379 6442 45923 5981 26334 25512 190 1384
shrinkage=0.000980392


Tree=2684
num_leaves=31
num_cat=0
split_feature=43 579 706 832 781 1378 221 1091 488 84 563 626 428 18 1318 652 461 209 1185 494 1306 770 503 215 147 1340 357 138 294 708
split_gain=17.5901 19.4133 28.879 29.2701 28.4775 24.9111 23.1565 22.7505 22.5975 22.3849 21.4522 21.8055 21.0512 20.349 23.9181 19.9409 19.5319 19.5128 19.3312 19.7699 19.0219 22.8543 18.9956 22.319 19.6085 18.9184 22.3884 19.9598 18.6281 24.9519
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.065361709697904072 -0.056768050792075635 1.0000000180025095e-35 0.29079056963915867 0.77790222406507181 1.0000000180025095e-35 -0.57364115386637049 -0.87109990290594463 1.9757293484619793 0.22073108101000058 1.8116597585877534 0.2407316834257375 -1.0367225818992283 1.8627252675032671 4.2641419949670061 -0.99972692031884824 -1.2666490579800553 -0.65250031885523518 -0.28068080567056852 0.78216093418573818 -0.51004997357812221 -1.1282785246561906 -0.093269447294263286 0.39790921387835859 0.47468732907109384 1.3320526998625362 -0.024764284546718904 1.0895174987646328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 4 6 7 -4 9 18 20 -3 17 -6 -11 -15 16 -10 -12 19 -7 22 -22 23 -1 -25 26 27 -23 -16 -30
right_child=-2 2 3 -5 12 8 -8 -9 15 13 11 -13 -14 14 28 -17 -18 -19 -20 -21 21 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.026484365094059572 -0.0022122321475518099 0.0022326470569609689 0.0019018976254297885 -0.0050699192502824085 -0.0048906756470138112 0.0018961457346832328 0.01228307507124278 -0.00026284807264590366 0.0023657395350183304 -0.00093437548945653833 -0.006574684008246518 -0.00047085426380568632 0.016340520515680215 -0.024156049059351675 -0.00027624034610266646 0.014063734140890738 0.055143783154533346 0.019524709602107074 -0.0019245673645169048 -0.055566128523130955 -0.0068129936001419845 0.004890215446860224 -0.017316298414191255 0.0091056396653735657 -0.013044558620601785 0.035065425404588978 -0.048795264124298576 0.095093728354450513 -0.015449417971063023 0.0034762744100562551
leaf_count=813 74777 48769 12739 17229 9745 156 3178 83605 24381 43002 473 1459 521 1267 6473 1855 66 2369 9670 195 3592 558 5215 1511 1153 414 129 37 4742 1838
internal_value=0 -0.00102933 0.0246803 -0.0209792 0.0243477 -0.0148448 0.0826896 -0.0289211 0.0349339 -0.06361 0.0577875 0.205269 -0.070701 -0.0434945 -0.131307 0.0667981 0.0507572 0.317424 -0.0555563 -0.610583 -0.162622 -0.0303516 -0.238398 -0.0925293 0.0069726 0.28183 0.024267 0.230597 -0.0982671 -0.20505
internal_count=361931 287154 96482 43412 26183 190672 15917 154349 36323 70744 53070 4301 10266 57322 14320 26302 24447 2842 10021 351 13422 4730 8692 3477 2664 1138 724 595 13053 6580
shrinkage=0.05


Tree=2685
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 683 887 61 695 911 460 615 139 968 1375 1095 1466 1457 1454 959 1434 979 1465 347 158 772 348 1117 1358 292 1469 532
split_gain=17.6575 36.0891 29.4643 19.4762 24.0204 24.1298 27.9207 24.4707 22.9186 21.6638 24.017 22.4675 21.7564 21.4395 20.5378 20.3392 21.0607 22.3077 20.7956 19.9148 21.573 21.8701 21.0865 19.3555 19.193 18.8477 20.6781 21.5827 18.8434 19.9261
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 0.16607639870926683 0.77264864957267976 1.0000000180025095e-35 1.2848975146126065 -0.20358420448637418 2.9042679731054211 -0.59108387774323179 -0.97158883017619158 0.95125703103703174 3.213579795551516 1.0000000180025095e-35 1.1899876529434907 1.9381496379694476 -0.94795818613911831 -1.2907225086880219 2.8669757903678827 -0.11012323249051309 0.45980927100075714 1.5347102950121798 2.058243506128973 -0.42485246490854195 1.4051295471776253 1.4633816469450096 1.0000000180025095e-35 -0.98458855749344343 -0.016280325351207395 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 7 23 25 13 12 19 -11 15 -13 16 17 -5 -18 -12 22 -22 -21 24 28 -3 -27 -28 29 -6
right_child=-2 3 -4 9 5 -7 -8 -9 -10 10 11 14 -14 -15 -16 -17 18 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0046549134257528281 0.00028227599307538529 -0.0011927921842473314 -0.0045668214324477412 -0.054764945890575858 0.048403388972739089 -0.019348847208698991 0.026793420492134609 -0.01547472828371668 -0.032647933423381507 0.016000718440667593 0.0054509362696605586 0.01451482903902831 0.11243706835196671 -0.0089701969385724643 -0.013545886620704956 0.015189881917787185 8.4139479224419278e-05 0.024193590590923214 -0.014987888882999026 -0.0069223420311157651 0.011617636517198777 -0.040778314216092487 0.025660405634255257 -0.0090465470304630143 -0.035378682406429877 -0.0027138307714279081 0.0555802126870703 0.013500019778848849 -0.00045782882520198825 0.0050846220309802709
leaf_count=4151 197825 25268 70537 67 403 2849 440 2628 625 1276 6997 2605 32 3945 318 959 27238 610 1106 5561 1409 96 241 1398 140 984 205 967 677 374
internal_value=0 -0.0275776 -0.0742451 0.00082178 -0.0454839 -0.168512 -0.0802285 -0.13109 -0.0124554 0.0256675 0.0834537 0.0621321 0.359322 -0.00836082 0.228692 0.00971621 -0.00131226 0.377951 -0.0104992 0.0265429 -0.0507759 0.168883 -0.111706 0.0355576 0.245648 -0.00477729 0.209749 0.41799 0.338876 0.614086
internal_count=361931 164106 74688 89418 36958 8909 6060 5620 28049 52460 18535 17227 1308 33925 2923 29980 29021 677 28344 14304 7307 1505 5802 2992 1594 27424 2156 1172 1454 777
shrinkage=0.05


Tree=2686
num_leaves=31
num_cat=0
split_feature=1464 1454 1464 1455 1464 570 1458 1459 1457 1468 1457 1462 1463 1461 1450 1465 1458 1461 1458 1463 1452 1463 1463 1454 1467 1463 1454 1459 1459 1459
split_gain=17.3828 29.3224 29.3055 38.5279 37.2444 27.6704 30.659 27.1924 26.7697 36.8 30.5304 28.5028 25.9897 36.2165 36.6713 31.5628 33.1594 45.0508 29.5141 31.725 26.4721 26.1266 29.4219 37.8076 42.0922 39.7985 40.4944 36.8212 60.5017 35.5102
threshold=1.5993600128483978 -0.12591398429191614 1.8829436135215958 0.59295168827627476 1.8259340132682664 -0.90452332994509099 0.14052504452646655 0.4112809844690079 0.68635126017805159 3.2937191260639342 0.57275488436352984 0.51820475264331234 -0.50031801791506403 2.8731308545368139 -0.72049555381016572 2.1301194935230918 -0.008843535945590739 0.81117059475233644 -0.62344718443295732 0.52100604611544155 0.010333415512314719 -0.15419303803371867 1.0000000180025095e-35 -0.12591398429191614 -0.35338637096808717 1.4771503405264144 1.3763541472649148 1.2659885913983882 1.0600172940573851 -0.29335017616020637
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 7 5 -2 -7 -4 9 10 -1 -11 -10 14 15 16 18 -18 -14 -20 -17 -16 29 27 25 26 -25 28 -24 -23
right_child=1 -3 3 -5 -6 6 -8 -9 12 11 -12 -13 13 -15 21 20 17 -19 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00074795714981373677 0.071813598004035792 0.0044573588170643986 -0.027683896038905243 0.018199887411145598 0.04396373375221075 0.0093446794119651701 -0.03036482505714095 -0.001257491600200133 -0.00089432002375795002 -0.024724533068943576 -0.0092173302888518879 -0.0022668994270254334 -0.017762293059739327 0.028480559762567914 0.017670800951148646 0.069752975164166522 -0.024641983450518448 0.018422965461622708 -0.0034504628222190659 0.026046019664919869 0.008284370428187332 -0.025054645867803729 0.011761020133946185 0.013810010679847981 -0.0036593561416303649 -0.0017125438426396054 0.053507212360762814 -0.014612723640735209 0.05321030262812862 0.0082282219118993746
leaf_count=275850 55 17913 2034 445 256 631 476 894 26404 1693 6382 1443 846 635 2060 95 2062 336 1261 803 387 948 5599 1819 6759 1775 315 536 376 843
internal_value=0 0.0521133 -0.122641 -0.260774 0.145142 -0.0430302 -0.130192 -0.378762 -0.0120697 -0.0214358 -0.0186002 -0.275132 0.0344366 0.0826508 0.0687796 -0.0951017 -0.151052 -0.352447 0.0174446 0.166292 0.426261 0.111703 0.0855387 0.112948 0.0325471 0.217573 0.419566 0.251104 0.305226 -0.202424
internal_count=361931 22704 4791 3373 1418 1162 1107 2928 339227 285368 282232 3136 53859 27455 26820 5790 5308 2398 2910 2064 482 21030 18970 17179 10668 3909 2134 6511 5975 1791
shrinkage=0.05


Tree=2687
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 859 727 1022 1016 346 1249 1040 759 834 730 783 934 603 660 514 8 639 345 516 1388 567 913 907 982
split_gain=37.6426 30.4226 25.9649 30.8135 25.5222 64.3028 25.1707 24.9756 23.7875 23.5553 22.3098 23.4445 28.7689 22.0701 21.8061 20.9539 34.1841 28.638 26.8576 27.6938 26.1143 22.7859 22.1454 22.0791 21.231 25.4419 20.9291 20.7772 20.7559 20.471
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 1.2394703555346365 -1.298475463871557 0.11942102837874842 0.46293354690950167 1.0000000180025095e-35 -1.0285454770005755 -1.7658299547505127 -1.0282579537198486 0.49932493644430648 1.7621802667917166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 15 5 -3 -5 -1 9 10 11 12 14 26 -2 16 20 18 19 -17 -4 -21 23 28 -18 -26 -14 -11 -19 -8
right_child=1 4 3 6 -6 -7 29 -9 -10 27 -12 -13 13 -15 -16 17 24 22 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.5392933374934211e-05 -0.00034824471926353886 -6.9980697014836748e-05 4.3547335366975261e-05 0.00044214438941535153 -7.5266083036877281e-05 0.00044995443736128431 0.00012746053379339079 0.00010916948389122242 -4.1417266683089936e-06 -0.00015213097912142572 -0.00019952725141792266 -0.0002144816578250223 -0.00075598377820080501 0.00077504619703294393 0.00096070008211451396 0.00016353597368317423 -0.00017763441370743295 -0.0001725781570545255 -1.4591746048100487e-05 -0.00047122344837775262 0.00040902975612247913 0.0006402798126363097 -0.00033049350610014569 0.00036936578427852436 -0.00032013736349334546 1.3681378970823259e-05 9.0191098633383021e-06 -7.8053690614995522e-06 0.00037593218112097102 -0.00046762692284592989
leaf_count=12551 2747 4821 6880 1153 93730 1384 6164 17008 103001 5981 14802 6707 366 210 95 2134 6979 1651 1982 101 1041 996 1064 644 1407 9299 16440 39942 373 278
internal_value=0 -0.0262882 -0.0133489 0.0350769 -0.0651444 0.0800684 0.15596 0.0551041 -0.0251607 -0.0562959 -0.108208 -0.0654748 -0.0250367 0.00946398 -0.303683 0.00643951 -0.0261057 0.095908 0.19689 0.308119 0.0933814 0.570275 -0.051837 0.0477783 -0.0803226 -0.0223327 -0.00114711 -0.02537 -0.068417 0.105915
internal_count=361931 332372 232437 42146 99935 6205 7595 29559 190291 87290 41367 26565 19858 17016 2842 34551 25606 8945 5213 3231 7921 1097 3732 2668 17685 10706 16806 45923 2024 6442
shrinkage=0.000980392


Tree=2688
num_leaves=31
num_cat=0
split_feature=785 125 50 1470 57 21 540 497 1081 728 335 1464 56 944 635 1442 712 708 1 1022 382 590 12 1113 866 923 768 1249 279 1239
split_gain=40.3899 30.2553 41.1045 33.676 30.2964 32.636 29.9727 29.39 28.5141 28.3798 27.7698 27.7113 27.0636 26.6202 26.0809 28.3826 25.778 25.5749 23.7087 22.8336 22.6461 29.9301 22.1581 22.1197 21.4684 31.0533 26.1241 21.4585 21.2241 20.9695
threshold=-0.86283290253235112 0.58518330826110332 1.0000000180025095e-35 -1.3072861918153278 0.72527224708021132 1.0000000180025095e-35 2.9110317759397999 1.656418941702585 1.4735812952876166 -0.49008176997875957 1.8693870961107655 0.74657910936426475 1.0000000180025095e-35 0.53713281317862982 0.65951684116802978 1.0000000180025095e-35 -0.63779424894106762 -0.062583130981342716 0.14060148230820743 1.0000000180025095e-35 1.0000000180025095e-35 -0.67541201360492764 -0.25516671496271354 0.48828296772786134 0.5880156106821478 -0.86449023226567734 -0.87462523540805004 0.98566291349479285 -1.1438953002515546 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 -2 7 17 11 28 23 -9 12 -7 14 -10 -5 -16 -1 -6 -8 -15 21 -11 -19 -4 -25 26 -26 -14 -3 -21
right_child=1 4 8 10 5 6 18 9 13 20 -12 -13 27 19 15 -17 -18 22 -20 29 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00014098872368658439 6.8325116278081477e-05 -0.00017101367154240886 4.7419606577715568e-06 -0.00016003512133140672 0.00031409610071216624 -1.2889883175842451e-06 -0.00049940477326803517 -0.00015049737941353797 -0.0001893672619481264 -0.00021884681678248632 -0.00027794509658256674 0.00032353324859887947 -2.3563030654029151e-05 -0.00014165963951883899 -0.0002078857197687987 7.6485442069096062e-05 7.2391133922554136e-05 -0.00035841051654762209 0.00028801829719638232 0.00058277959994396567 1.2957649565445055e-05 0.0002919618353953991 0.00016646131403570878 -8.630588309922685e-05 -0.00085051823782702162 1.6588726835831892e-05 0.00081877223956876126 -0.00016936636043504323 -2.2188011606441687e-05 -1.5407462457920621e-05
leaf_count=3225 6485 6072 96288 47901 3437 5594 679 1762 10574 572 7076 1209 35801 1522 4236 6362 26334 525 175 587 3444 3996 1011 29472 49 4596 310 7501 44604 532
internal_value=0 -0.0310746 -0.044325 -0.0832314 0.0064966 0.0949401 0.0141039 -0.0151219 -0.0208101 0.0884072 -0.0962424 0.0587675 -0.0867352 -0.133575 -0.131343 -0.0161296 0.0530497 0.224659 -0.335879 0.0816335 0.140404 0.236285 0.00105011 -0.0117805 -0.0631206 0.07281 0.638651 -0.0458644 -0.0374171 0.305954
internal_count=361931 332372 259292 115362 73080 12630 7657 60450 143930 9774 108877 6803 101801 13215 58499 10598 29559 4973 854 2641 8012 4568 1536 130715 34427 4955 359 43302 50676 1119
shrinkage=0.000980392


Tree=2689
num_leaves=31
num_cat=0
split_feature=785 181 49 1286 920 727 745 59 120 1450 1450 718 497 508 816 1110 490 379 965 1463 853 486 278 498 1112 845 484 69 379 810
split_gain=35.7427 28.918 26.2349 26.5385 29.7493 33.3854 24.5741 23.2531 22.3376 22.0719 29.6764 25.5519 37.1423 32.3956 31.8891 36.5765 30.1166 26.7976 26.4779 26.165 25.3804 24.633 23.6787 23.5902 28.0734 23.2865 23.0683 25.9017 22.9815 22.5837
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1349154245379338 0.78161905918100072 -0.83967173534858641 -1.5722412400100421 1.0191313245711819 1.7621890616334766 3.5559217545737982 0.88343564287383192 0.87081989481316024 1.7690287660176487 1.461728259125324 0.93928964529742032 0.98567350059335823 -0.1030485303711957 0.022996121024410659 1.0000000180025095e-35 0.10980254379742337 0.25173025313656361 -0.92795792906937757 -0.48003331753972617 0.53434407546551821 0.54954256691605408 1.841501046693232 0.13574947232704024 -0.36178402541735261 -0.12099273413534141 -0.96632196005128912 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -5 -4 9 -9 10 11 12 14 18 15 -2 -16 -14 22 28 -15 -20 29 24 25 -24 -21 -28 -17 -13
right_child=1 -3 6 4 -6 -7 -8 8 -10 -11 -12 13 17 20 16 19 -18 -19 21 26 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=5.3008343036742449e-05 -2.758561947766623e-05 -7.1976571096201989e-05 -5.3446428157905766e-05 -0.00030295573286577061 2.1756083867745593e-05 0.00028074317997136319 -0.00024862653309238393 -0.00013226050541998089 0.0025997330996793415 4.8826459800235202e-05 -0.00071515587294338292 0.00010577311669550441 0.00016588122848527618 -0.00013763812855710516 -3.3817571185430935e-05 0.0001519327075398081 0.00013015081953189229 -2.754364794189396e-05 5.7799733473089922e-05 9.0614592581525282e-05 0.00028572933547099948 -0.00019483171490790023 2.1493850852317245e-07 0.00060530374170361494 -0.00096813949549826148 0.00048787981884910867 -0.00027938073683295763 1.9029696078378433e-05 -0.00016819844715824751 -0.00015268980182344525
leaf_count=29559 52187 69820 29645 484 39504 3562 4391 11313 31 22545 318 4182 6325 848 14716 1445 7855 5819 3432 4681 3331 4409 1160 605 109 749 3011 3225 29726 2944
internal_value=0 -0.0252511 -0.0153388 -0.00717907 0.0410515 0.214716 -0.0793444 -0.0195293 -0.130433 -0.0136182 -0.0239528 -0.0225001 -0.0351328 0.0474956 -0.0490114 -0.0693102 0.0233117 0.0741926 0.00344689 -0.121686 0.213964 -0.094579 0.080764 0.256571 0.137762 0.198029 -0.0252238 -0.121219 -0.158022 0.0118028
internal_count=361931 332372 262552 228516 43550 4046 34036 184966 11344 173622 151077 150759 128990 21769 116846 94275 22571 12144 17590 42088 4179 7841 9749 2623 2018 1909 10917 6236 31171 7126
shrinkage=0.000980392


Tree=2690
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 597 1467 852 727 923 993 908 727 519 921 576 1049 21 902 695 905 527 694 809 513 850 1168 968 1202 1087
split_gain=34.9981 28.4416 26.0796 24.5967 61.7698 23.1413 23.8796 24.3654 29.8855 41.7283 27.7024 29.1307 29.4758 27.1689 26.0572 25.6577 24.0506 23.8514 30.6281 27.5442 24.2189 23.2011 23.01 23.0024 22.9407 25.8431 24.938 22.8974 22.254 22.9417
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 3.1596628491584919 3.2089320700182484 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 -0.89727091510114898 -0.42487639646845682 -1.1275738623161491 2.1420547332082829 1.0525743831388839 1.1032265037225084 -1.7276023283237012 -0.13431221002227373 2.0947916829856985 -0.70721591321319732 0.6816917737009125 3.1043429589108693 1.2615335103024639 1.6518864604429058 1.0454229551509682 -0.71655674043578599 2.6997453631122013 2.0695670359217271 1.0000000180025095e-35 2.3155123429949773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 6 7 8 22 -10 11 -9 14 17 -13 -15 -12 18 19 -11 -19 -7 28 -8 25 -14 -27 -18 29 -2
right_child=1 3 -4 -5 -6 21 23 10 9 13 16 12 24 15 -16 -17 27 20 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.8995637156449557e-05 0.00020312602178375002 -7.0558901352272359e-05 -7.7443018750697593e-05 -7.5856345135511709e-05 0.00043801663661521535 0.00023443773971230944 0.00023361018753883392 -6.5907642849630737e-05 -0.00031216421475152622 -0.00027730270691812034 -0.00042878668999601666 5.734883402281148e-05 -0.00012975281832760844 0.00017134332172430271 -0.00058881169030938784 -0.00039416561126595184 -9.7148950867455255e-06 -0.00016630854433594074 0.00030419477918931559 -1.3173698634587423e-05 -4.6728699052383976e-06 -0.00089885259865933012 -4.0681483666981634e-05 -0.00025768645471066395 0.00053011957125950065 0.00029067686808316662 -0.00045293428179128312 0.00013673191552728554 -3.7183705028981274e-05 -0.00054268309082105529
leaf_count=29559 5549 4821 35150 93730 1384 2102 2768 3620 3656 2779 888 1604 1066 3057 383 362 95971 17605 1452 20718 5781 94 13386 439 902 4110 307 4935 3540 213
internal_value=0 -0.0284614 -0.0159708 -0.0659749 0.0763457 -0.00688312 -0.00969189 -0.0131343 -0.0452309 -0.0750002 0.00657575 0.10755 0.175878 -0.0582171 -0.0643275 0.114852 -0.0049219 -0.0746451 -0.0204735 -0.0424772 -0.125095 0.200136 0.0232804 0.166973 0.245851 0.188565 0.259382 -0.00232573 0.103314 0.182674
internal_count=361931 332372 232437 99935 6205 197287 195091 191884 78098 55410 113786 11992 8372 51754 1987 3419 101794 48335 24949 23497 23386 2196 22688 3207 6385 5483 4417 100906 9302 5762
shrinkage=0.000980392


Tree=2691
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 728 706 967 1372 497 382 965 1037 21 978 357 832 775 591 983 1038 279 11 557 416 975 4 1288 143 1048 21
split_gain=34.3529 26.2351 26.3598 44.6934 24.2778 24.2403 26.3882 25.3248 27.8919 33.6747 24.3756 26.2048 23.3277 26.9402 22.8645 22.0583 28.802 24.7961 22.1213 21.5153 21.5106 27.1766 21.7139 21.4375 24.2219 23.9133 23.1203 21.2779 20.8772 20.4665
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.49008176997875957 -0.2757743684523109 1.7064500881791762 1.7231870616215912 1.5729800777409018 1.0000000180025095e-35 -0.45591238426429986 0.30001598979790833 -0.70163543588998201 -0.86739898370003232 2.886903547609418 -0.54035045934009274 -1.3793386813088184 0.26941944963516368 -0.26054273465402639 -0.88201376903089468 0.3467720673358648 -0.87191264689159853 2.5220033806985911 -0.4660552944183215 1.9814261596202412 -1.0868660551700766 1.3901882842073681 -0.22995779210529779 0.90647773491376171 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 19 -1 6 12 8 15 20 -11 -12 23 14 -14 17 -17 -7 -19 -4 22 -22 -10 26 25 -25 28 -13 -2 -6
right_child=1 -3 3 -5 29 7 -8 -9 9 10 11 27 13 -15 -16 16 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001300253157502442 7.5436473078654607e-05 -7.051528627104311e-05 -0.00026362229022250556 0.00038130619973117511 3.6826651618541519e-06 2.933150167454607e-05 -0.00012948638399812732 -0.00017116822789932945 0.00029572296535366658 0.00014786041991252918 -0.00028320807101336187 -0.00021297355841147083 -0.00012325116195322153 9.9827855332233824e-06 0.0010282989455877348 -0.00031114842074411497 -6.0386188929606911e-05 -0.00017376281255459058 -1.007505199803217e-06 5.6097039513664383e-05 -0.00082411926775289646 7.4125554589519381e-05 -0.00078775166918654326 0.00041634247150520483 -0.00022747737547700587 0.00011354801147909768 -0.00033524446641717236 0.00033732444112224671 -0.00022824787537260277 0.00012305089716902444
leaf_count=3396 7278 69820 1206 1780 11132 29842 7438 8713 3556 1703 2387 568 11005 58094 98 3296 79683 7242 8542 9556 179 1479 88 1260 1038 13019 1481 647 1374 15031
internal_value=0 -0.0260177 -0.0165777 0.0786066 0.0517732 -0.022093 0.00373835 -0.0418647 -0.0347675 0.068667 -0.0514399 -0.154018 0.0131804 -0.00704636 -0.115741 -0.0453341 -0.0697653 -0.00634045 -0.0830155 0.0262373 0.187198 -0.0135704 0.277195 0.0731235 0.123124 0.145128 -0.0151997 0.095259 0.0251255 0.0727907
internal_count=361931 332372 262552 12542 29559 250010 102085 147925 139212 10607 5305 3602 94647 69197 11103 128605 82979 45626 15784 10762 5302 1658 3644 25450 15317 14279 10133 1215 8652 26163
shrinkage=0.000980392


Tree=2692
num_leaves=31
num_cat=0
split_feature=1442 1392 1309 48 567 1110 1464 1465 1454 1465 1455 1465 1449 1458 1465 1451 1465 1452 1464 1456 1457 21 1467 1469 1458 1451 1461 1457 1468 1467
split_gain=18.154 31.008 31.0786 32.9562 30.4238 29.3371 26.7009 40.5744 31.2541 47.4366 52.3873 52.6058 51.5878 40.1623 38.6355 37.2075 58.9763 62.2778 38.1225 42.1233 36.8073 35.6717 32.5583 30.3726 30.2376 29.8651 29.2446 28.8401 28.7815 29.0927
threshold=-0.36318025971450862 3.0243454669273118 1.0000000180025095e-35 1.0000000180025095e-35 -1.8651459862432336 -0.66973538035019786 0.2602645535820674 0.56487967955244278 0.50933602050530713 -0.48237602115329431 0.20195694639854753 -0.16063340327381712 -0.4886477565438177 -0.04167046104288237 0.18254151478801925 0.59897055457132509 -0.44341668291998909 -0.62378512353724791 0.11719349514402237 2.7040346601522836 -0.47781463722300127 2.1349806934485605 -0.4611800328772096 -1.1256941366283033 -0.55959664989479319 0.83690148397000685 0.36266233291310784 2.1945478349411114 1.7230169708605612 -0.48324615232301221
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -3 7 8 15 12 11 21 23 22 -13 -6 17 -17 19 20 25 -11 -12 -10 -19 -18 27 -26 29 -8
right_child=4 5 -4 -5 6 -7 28 -9 9 10 13 14 -14 -15 -16 16 18 24 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0012906798131337486 -0.010430008457314946 -0.048942193141068943 0.0019836017268756142 -0.006144251009414195 -0.0012104161893830385 0.050524979147031773 0.0062562812994895276 0.0040575770732880065 0.013627731625785448 -0.037102598926836552 -0.01693815933913026 0.0020513941724942092 0.0044226055372419146 -0.01593494770814546 -0.020734611658760563 0.020076034645564008 -0.013378703155891417 0.0056366900494809122 -0.010426759010980259 -0.038822908219868939 0.021702097949689355 -0.0028591107876411032 0.01687978085198133 -0.023670349306468108 -0.025007209066619136 0.013379695657975282 -0.00059404174526388642 0.043901117029944009 -0.0058991990188179029 0.0010262762247380409
leaf_count=78783 4421 83 22932 33681 108505 245 21023 21053 301 2070 425 1993 7537 1237 1893 1093 864 1208 868 196 4041 498 1459 1739 2338 1444 1210 66 4813 33912
internal_value=0 -0.0319665 -0.0338943 -0.0532929 0.00327519 0.704718 0.0065225 -0.00897187 -0.0233572 -0.108475 -0.220051 -0.343222 0.00583277 0.00592343 -0.177702 -0.00975193 0.100857 -0.0719771 0.227723 0.28406 0.312974 -0.604121 0.192252 -0.334038 -0.187497 0.085628 -0.297535 -0.450386 0.0460909 0.0604047
internal_count=361931 135724 135396 112464 226207 328 221786 162038 140985 19152 9575 6454 9577 3121 3886 121833 13328 5915 7413 6545 6349 2568 1884 2040 4822 2308 3614 2404 59748 54935
shrinkage=0.05


Tree=2693
num_leaves=31
num_cat=0
split_feature=785 727 814 142 804 665 1459 153 574 815 728 665 878 1047 705 195 215 156 954 1043 1449 1115 1110 86 846 795 144 572 321 1392
split_gain=17.9615 18.151 18.0151 18.2273 17.1652 32.5658 23.8857 20.8108 20.5013 19.4244 29.866 28.4338 30.3335 29.7052 27.9843 25.7796 30.3462 22.7091 22.5211 37.2807 29.0746 25.5211 22.4698 25.8488 22.5122 25.7655 24.833 23.8798 21.4415 28.3659
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2015948587698024 -0.65656833739257947 2.2521318533151415 1.0000000180025095e-35 0.097572730827532081 1.4389653715710791 -0.71454879228704005 1.0000000180025095e-35 -0.49008176997875957 4.2005191890951297 1.0000000180025095e-35 -0.55453109922952748 1.5881952913036597 1.0000000180025095e-35 -0.0034886006275818395 0.49781919036989325 0.98873640907070304 1.0092399748889116 1.2624102624837521 0.2045939411347952 -0.39426260605484958 1.4680215992272687 -0.53268848306471728 -0.29258408639884992 1.2242689852312025 -0.0043948777845293973 1.0000000180025095e-35 -0.35825185613618049
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 9 6 8 -7 -6 10 -2 12 13 -12 15 17 -17 -15 22 20 21 28 23 -11 27 26 -26 -24 -20 -30
right_child=4 -3 3 -5 5 7 -8 -9 -10 18 11 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00016868510245924835 0.0015416366930931123 0.0045861072513961694 -0.062095878680488617 -0.0090378886221472218 0.019301495901111118 0.010417021160502136 0.0065994044913562661 -0.01357967843702965 -0.01150566486336648 0.0018198022959077889 -0.011876304401403148 0.023886798438315787 -0.0014666627998287749 -0.0062989246723969194 0.017297759016684313 -0.0060752794687399655 0.0043342048280845934 -0.019821865372138515 0.0042645819116624763 -0.0067686244252622707 0.016608810687152729 0.007597632837254494 -0.0018517367194291218 -0.0067218687802140485 0.00086335256611287366 -0.005065049449399236 -0.0096379345517401387 0.0048987536795705401 -0.016861213960704686 0.00029256383767167093
leaf_count=12181 27145 17008 117 253 293 5415 1796 436 2976 52523 17513 457 64070 15005 981 12570 8139 4074 5266 3508 1803 7850 16263 5662 24112 34690 3459 11659 1646 3061
internal_value=0 0.0433064 -0.017236 -0.489537 -0.013269 0.0693305 -0.0602596 0.173414 -0.175791 -0.0167421 -0.0391251 -0.057571 -0.0604712 -0.113949 -0.0780902 -0.0907916 -0.0274765 -0.171503 -0.00162882 0.0565687 0.0914455 0.0658176 -0.0129186 0.0217701 -0.0354824 -0.0597113 -0.00793914 0.0179363 -0.00374646 -0.105946
internal_count=361931 29559 12551 370 332372 10916 5065 5851 3269 321456 149954 122809 122352 58282 40769 39788 20709 19079 171502 23134 19626 17823 148368 58185 90183 62261 27571 27922 9973 4707
shrinkage=0.05


Tree=2694
num_leaves=31
num_cat=0
split_feature=1147 785 1469 1452 1456 1238 1467 1466 182 120 710 493 1394 46 410 569 1455 835 954 257 146 1190 900 816 1449 1290 832 1449 740 657
split_gain=32.564 30.7483 27.6655 31.196 28.1832 28.0804 31.2031 27.9172 26.462 26.2928 25.5082 24.5768 23.1014 23.0513 29.1422 22.9623 22.6737 22.1218 22.8942 22.1122 22.1076 23.7667 21.947 21.7451 48.4754 28.8687 27.903 25.8366 23.7536 42.2915
threshold=1.0000000180025095e-35 -0.86283290253235112 -1.0470123060412753 0.039474337618497217 0.13944338355182523 -0.40677623306953564 4.5114904631235966 -0.095888829047244176 4.0653996463010689 1.0077541972150732 2.59888630691959 -0.18237000845298526 1.0139192449559153 1.0000000180025095e-35 0.18618896563345164 -1.1042809709507064 1.5087449546153218 -0.054358401918753289 4.1831430053607255 2.5914943815007585 0.42012962093841377 0.44997435113898837 0.89277650648411566 2.2619250002047715 0.35230925177867972 1.0000000180025095e-35 -0.21028627572795411 0.52358129808114695 0.66719174563581007 -0.29429909822911982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 8 12 10 13 -3 -6 16 19 23 17 -14 -9 -15 -19 -7 -11 -22 -21 28 25 -25 -27 -26 -4 -30
right_child=-2 2 5 4 7 6 -8 11 -10 20 -12 -13 15 14 -16 -17 -18 18 -20 22 21 -23 -24 24 27 26 -28 -29 29 -31
leaf_value=6.0169154024267298e-05 -6.9364729070426368e-05 6.7954501005056823e-06 3.9260348800805411e-05 4.984018088171363e-05 0.00031713028075557823 -8.4622782330927014e-05 0.00055148968044994504 0.00040015068257106423 0.00043538276599293179 -0.00034183310363392354 0.0012010694653201408 -0.0003461904031235195 0.00028397526537250062 4.2160387871457137e-05 -0.0001430665456059983 -1.0335860956903242e-05 -0.00039244921459868215 -8.8924544114195409e-05 0.0017959805992096211 0.0003329893440792524 0.00022113998927439333 -0.00054595673876582413 -0.00039090510835848786 9.971728319356824e-05 -0.001319381946208921 -0.00065098579754990825 0.00019495238212070923 -0.00038483418708416871 7.1623328662945534e-05 -0.00011992985480403713
leaf_count=24931 71440 18654 59811 13691 2602 83754 342 662 534 2458 131 608 1565 14345 15334 10923 200 12925 28 1000 789 274 231 2572 161 519 257 986 7927 12277
internal_value=0 -0.0113592 -0.0189211 0.0327757 0.0977682 -0.0294885 -0.0621257 0.248951 -0.00902592 -0.0230713 0.371217 0.00629473 -0.0652086 -0.0112857 -0.0563577 0.0273565 0.223194 -0.0150322 -0.0857854 -0.0806872 -0.212649 0.0446753 0.203737 0.00860271 -0.136379 -0.00668352 -0.371473 -0.518625 0.0170089 -0.0441332
internal_count=361931 290491 265560 40069 17894 225491 97815 4203 127676 22175 2733 1470 97473 127142 42632 12488 862 27298 12953 84985 3521 1063 1231 84510 4495 3348 776 1147 80015 20204
shrinkage=0.000980392


Tree=2695
num_leaves=31
num_cat=0
split_feature=21 50 194 755 43 943 761 1051 816 79 1396 899 1312 62 1093 665 970 363 895 489 1325 1227 608 830 11 767 545 1176 357 634
split_gain=17.8063 18.803 32.4066 19.1832 24.553 20.012 20.8563 20.7105 19.7662 21.0519 20.6768 19.757 20.4694 19.1545 23.292 24.1418 22.5189 21.3485 20.4603 20.3219 19.8772 23.4496 19.7298 20.0992 19.4037 18.5987 21.7733 20.9291 21.1283 18.5267
threshold=-3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 0.27356497111670858 1.0000000180025095e-35 1.4693784537238983 -0.27045301665535809 3.5926503781727646 0.98567350059335823 -0.79045077979416611 0.50496296754355108 1.0158888971786613 1.0494439513222458 -0.37712515092315846 1.0000000180025095e-35 1.9711918914178466 -0.69673590861259671 0.10369079290464682 0.27654892694072097 1.1618136395506775 -0.57861421459690521 0.45217487547399066 0.66665475971017707 1.0215681397021603 -0.48691556769848532 2.0248794292476675 0.8064183103370911 1.6142306601552507 0.50115883764215918 3.0564309138765524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 -4 6 11 8 -8 10 -10 12 25 18 16 19 29 20 24 -16 -17 -22 -18 -24 -2 -5 27 28 -27 -15
right_child=1 -3 3 5 -6 -7 7 -9 9 -11 -12 -13 -14 14 15 17 22 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.016966933168505127 -0.016858718636586553 0.00026943794074550106 0.0017948818480949807 0.0036694991402638774 -0.0042302953255486716 -0.013071908037873807 -0.0079865466448116075 0.078966415839676493 0.051125616968825227 -0.00050718637908774001 -0.025119620907296358 -0.011762186553481104 -0.0095011573682930728 0.003746582287602412 -0.0067170347607939376 -0.011595349833518552 -0.00373753710123566 -0.026724214933277781 0.0030708557037671981 -0.022699489555617802 0.054397686675864136 -0.023753777569534531 0.018563390271234072 -0.04737324651297882 -0.0053919558455982619 0.023953779714254157 -0.026592831895497989 0.15094994459883071 0.12684156984809811 0.065807817606702387
leaf_count=716 10436 197008 49450 10659 11629 3486 9722 37 159 875 54 1559 2131 8783 14362 156 25677 170 2366 2000 267 61 748 65 8905 251 81 23 28 67
internal_value=0 -0.00859371 -0.0290124 -0.00370849 0.0167698 -0.0572115 -0.0369926 -0.114724 -0.121038 0.143779 0.699919 0.0238521 0.0546791 -0.0768556 -0.0545714 -0.144894 -0.0200381 0.299589 -0.169679 -0.171192 0.521443 0.810973 -0.0596846 0.274142 -0.219066 0.09252 0.600337 0.877029 0.702091 0.0851058
internal_count=361931 361215 164207 90144 61079 29065 25579 10847 10810 1088 213 14732 13173 74063 52356 17016 35340 654 21707 16362 484 328 26490 813 19341 11042 383 302 279 8850
shrinkage=0.05


Tree=2696
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 859 1022 48 146 544 1288 968 283 746 878 498 816 1249 1044 982 570 15 1145 1444 1318 973 917 492 699
split_gain=27.7042 26.5591 25.0861 62.1785 24.5354 28.3723 23.3681 22.0561 23.7668 23.2596 21.1218 20.9251 23.295 21.3015 21.097 20.5701 23.3951 22.981 21.299 21.0619 20.2784 20.1617 22.4094 22.3434 24.1641 22.9411 21.5575 24.5727 21.7287 25.7964
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 -0.98545034728205338 1.0000000180025095e-35 1.8372674881307383 2.7503861831498626 1.0000000180025095e-35 1.3901882842073681 -0.23957137006885484 -1.6929952809944913 0.66766320980544069 1.0000000180025095e-35 1.9385201012130144 6.0906794990390116 0.24795454135768219 1.1794127114999575 1.7621802667917166 -0.4998781572545779 1.9016026118134437 1.0000000180025095e-35 1.0000000180025095e-35 -0.37751581120742261 -0.089283776459394754 -0.68229739446570437 -0.23473716579358797 0.30113011682197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 3 -3 7 -6 -7 8 9 11 -1 14 13 -13 15 16 17 18 19 -2 -8 22 23 24 -4 -25 27 28 29 -23
right_child=1 2 21 -5 5 6 20 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 26 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=8.0422606809077863e-05 -4.4756664249897128e-05 -6.4006444789209082e-05 5.2969058325033212e-05 0.0004474864815530884 7.8081760611707986e-06 0.00042823953925472634 0.00012494003972446729 -2.924386145781099e-06 -0.00022953526669779189 0.00032270110683445448 -4.722468483152653e-05 0.0011501797312582218 -4.6939848361060945e-05 -0.00035109358378419874 0.00020634826608510978 -1.1593121709923285e-05 0.00015794482956341363 0.00063274203968049906 -0.00022247092656939416 -0.0003181329391230688 -0.00046761141930208182 0.00036076494243809508 0.00028299222106838195 -0.00026677545147878602 -0.00017108087692650561 -2.8598716899795156e-05 -0.00015193767637896111 -9.1044536860749816e-05 -7.6647761633532989e-05 -6.7051684140579141e-05
leaf_count=21198 17695 4821 15399 1384 34551 1153 6164 103001 4653 765 8361 54 4153 4691 1417 37721 1912 139 11517 2573 278 2108 1214 4778 4109 6737 29445 25434 3230 1276
internal_value=0 -0.0237524 -0.0601166 0.0839895 -0.0116587 0.035458 0.151601 -0.0231489 -0.0531676 -0.0441969 0.0462024 -0.0486631 -0.176678 -0.331444 -0.0368048 -0.0435675 -0.096339 -0.116042 -0.123087 -0.0747653 0.103425 -0.0716664 -0.0206611 -0.0352015 0.0134076 -0.13179 -0.0999945 -0.0562901 0.0781254 0.20815
internal_count=361931 332372 99935 6205 232437 42146 7595 190291 87290 82637 29559 81872 8898 4745 72974 71557 33836 31924 31785 20268 6442 93730 32237 31023 19508 11515 61493 32048 6614 3384
shrinkage=0.000980392


Tree=2697
num_leaves=31
num_cat=0
split_feature=785 181 1469 1452 1456 62 332 1292 1183 1461 671 1189 836 1457 893 1466 1165 498 355 706 921 45 487 264 227 712 1256 806 745 1233
split_gain=36.483 28.7097 26.1147 31.2291 29.2556 27.6587 27.8146 35.6978 29.8226 28.9318 28.2159 28.9296 26.5497 26.1299 25.2538 25.0617 26.2609 23.8315 22.8098 22.6284 22.6485 22.606 22.5833 22.4536 21.9725 21.8792 21.677 21.5823 21.5413 25.6548
threshold=-0.86283290253235112 1.0000000180025095e-35 -1.0588145806293296 0.039474337618497217 1.0000000180025095e-35 -1.2811150420666217 1.0000000180025095e-35 1.0000000180025095e-35 0.90674981791413944 3.8316248741925851 1.6550864193358736 3.1007877144379763 0.33874722615291447 0.71190102340985317 1.6744786423712141 -0.095888829047244176 1.0000000180025095e-35 0.37829876131779866 -1.3593110371366532 -1.182591791383262 -0.24051307952136838 1.0000000180025095e-35 0.64109453671795658 -0.92193233685461917 1.1614306413963524 -0.63779424894106762 2.1782100044268291 0.53322213276968733 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 13 -5 24 7 8 9 19 14 12 -12 -2 23 16 17 -6 -18 -7 27 -17 -14 -8 28 -1 -22 -21 29 -4
right_child=1 -3 5 4 15 6 10 -9 -10 -11 11 -13 22 -15 -16 21 18 -19 -20 20 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012792951202345276 -6.5582548683574253e-05 -7.5148140452055212e-05 2.7218500500009377e-05 5.0235514046244111e-05 0.00038714861718914661 0.00011584477063820825 -7.3734614789840573e-05 -1.0894307119962358e-05 -0.00027844748120561515 0.00050507093786361971 1.2326388680484726e-05 0.001517588769895002 -0.00034039667044854762 0.00011363077404150019 -0.00010174931749798978 0.00019494240207381384 -0.0008457432698020012 -0.00016509370713361059 0.00067228573230321384 -0.00029114366352556972 -7.6546305260072911e-05 -0.00040294468615675958 0.00012396524435773101 3.9775742738340305e-05 -0.00021558881076341356 6.9166310801923553e-05 0.00042316264734017917 -2.4939378801565262e-05 -0.00011470734748240908 -0.0002492908306846704
leaf_count=3225 16267 69820 17339 12982 931 2739 9745 44152 7056 430 2543 43 2763 4566 9866 965 55 508 1027 8105 17358 398 538 67500 7066 26334 422 3049 21046 3093
internal_value=0 -0.0287286 -0.0188572 0.032975 0.0997844 -0.0288691 -0.016731 -0.0507317 -0.114343 -0.0820109 0.0070228 -0.132752 -0.145519 -0.0244017 0.0169794 0.259896 0.38107 0.194749 0.624597 -0.0926209 -0.11655 0.0237143 -0.27103 0.0280284 -0.082896 0.0513734 -0.0612141 -0.218135 -0.0621683 -0.00371345
internal_count=361931 332372 262552 37699 16866 224853 176309 83311 39159 32103 92998 5887 5844 20833 87111 3884 2521 1439 1082 31673 28934 1363 3301 77245 48544 29559 17780 11154 41478 20432
shrinkage=0.000980392


Tree=2698
num_leaves=31
num_cat=0
split_feature=46 912 1463 760 1312 823 697 760 284 1259 1384 74 627 1242 846 1035 697 407 959 911 710 1111 771 581 917 969 1119 623 138 485
split_gain=17.5163 21.2934 23.6569 20.978 28.4186 22.0062 27.7965 28.8017 20.6687 28.2162 26.6508 26.4776 22.9954 21.589 21.0025 20.1273 20.0593 19.9299 20.923 23.6751 20.8683 23.5076 21.0649 21.6031 31.2608 20.078 19.7071 25.1131 19.6667 21.7394
threshold=1.0000000180025095e-35 1.5488002574890178 5.6853485453425652 2.181063439396091 -1.3941747735105279 2.7559558503392179 1.7464749180471297 3.3235719592242248 0.49166935781791793 -0.23301701754779772 -0.73955320908073652 3.0526951078186486 1.6353989453458191 -1.140058082641431 -0.1407170464775141 -0.10498532055959185 2.3080338515148484 -0.68422620775809573 -0.98621059485438678 2.4601705846164794 2.639808918100857 -1.1246897116697998 2.460021018916795 0.38277316423048979 4.3127385003387806 0.3584551543980864 1.9448371284498143 0.035985582698515879 -1.8813171463056861 -1.5524849716245994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -6 15 -8 17 11 12 -10 -11 -13 -14 -7 -3 26 19 -19 22 -22 23 28 -25 -23 -2 -28 -20 -30
right_child=1 16 -4 4 5 6 7 -9 9 10 -12 13 14 -15 -16 -17 -18 18 20 -21 21 25 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00018695563907328693 -0.0060302390185924138 0.0047480917665567142 0.026245466447922222 0.11309194161932763 -0.015663014977085662 0.020417943179614408 0.033142016896535773 0.21914998225760884 0.0037445355270809689 0.0030763794731423983 -0.005373958136685078 -0.055397129913807755 0.056001839550482137 0.05697519379516397 -0.015455611745015585 -0.035374532484708308 -0.042287941731780097 -0.007385557604654776 0.027841711025949685 0.023974752736525273 -0.024176566943658787 0.0096743461578644285 0.011082941890604608 -0.0079235168844393501 0.067752842583577222 0.047363633708889664 -0.0049015172657787629 0.04455049970946616 -0.024421770960121172 3.4292100657417998e-05
leaf_count=226821 34533 8514 353 27 4239 391 47 23 14464 3876 13012 30 176 163 85 232 173 12621 357 354 164 452 1671 7916 51 259 488 284 650 29505
internal_value=0 -0.0307454 -0.0393152 -0.0413495 -0.221654 -0.239944 0.243358 1.83999 -0.035684 0.0145581 -0.0527118 0.0868517 0.109202 0.878418 0.744172 0.030536 0.0812419 -0.0563454 -0.0302801 -0.126366 -0.00742298 0.332393 -0.0154026 -0.0272198 -0.142677 0.495562 -0.11054 0.316804 -0.0010959 -0.00713094
internal_count=361931 135110 126423 126070 4959 4932 693 70 121111 31806 17149 14657 4137 193 261 623 8687 89305 54000 12975 41025 875 40150 38479 7967 711 35305 772 30512 30155
shrinkage=0.05


Tree=2699
num_leaves=31
num_cat=0
split_feature=1097 269 785 1470 713 1455 1361 1457 497 354 450 710 930 921 990 629 487 1331 1452 195 755 791 1020 758 861 984 475 1458 566 1260
split_gain=32.9341 42.6119 33.4515 32.7715 32.2902 27.0126 27.131 24.8904 24.7285 31.678 25.8679 25.573 55.5723 37.467 37.391 33.9303 37.0636 30.0932 27.3729 25.6183 24.4215 24.3029 28.8784 27.8644 41.0454 27.0134 26.696 23.7437 23.2891 22.9354
threshold=-0.64966988391888181 -1.2832447556410924 -0.86283290253235112 -1.1417127449306028 1.0000000180025095e-35 0.35881941651261778 1.0000000180025095e-35 1.339295830115254 2.2206245932530155 1.2841085960417071 0.69231615738246322 1.9207401787728819 1.0000000180025095e-35 1.0525743831388839 0.65656536832909496 1.1923636192327456 0.81613437573249659 -1.0674385962720063 0.4926003403048807 3.4643624210569857 1.8349057301109672 1.0000000180025095e-35 1.0000000180025095e-35 -0.21037051308185831 1.0000000180025095e-35 -0.37285747270985059 1.0000000180025095e-35 3.1438252248132805 2.0449780822036492 1.8239496985204762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 7 -3 6 -5 -1 11 10 -10 13 15 21 28 16 18 -14 20 -16 -13 22 26 24 -23 -24 -4 -8 -15 -2
right_child=1 2 8 5 -6 -7 27 -9 9 -11 -12 12 17 14 19 -17 -18 -19 -20 -21 -22 23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.5737347684196012e-06 -7.1184648109070712e-05 -0.00019182369154303308 -0.00014259668922212879 -0.00016066944717665665 0.00010694613068492503 -2.6414811377727478e-06 -6.736589425674098e-05 0.00027593109835545571 -9.4937706213057921e-06 0.00048586612422152743 0.0002649254287763392 0.00033681839302976668 0.00044787206658525048 -4.4102281797231023e-06 0.00023187876813401332 -0.00031636730272833683 -0.000144492193736027 -7.8635134498315976e-05 0.00062042747543785066 -0.0011634259103915634 -0.00013435621522118292 -5.5031321255296063e-05 2.9364388949917892e-05 -6.0655357050134861e-05 0.00012708652686924731 -5.9587626824925221e-05 -9.9174017418316826e-06 0.00039002139556310153 0.00038713259876353582 -0.00033103795504974383
leaf_count=10767 30213 1859 23983 33229 20222 25220 49073 1923 5302 818 1846 2524 499 15790 5174 455 841 7402 1108 64 738 9703 26369 17101 14126 40705 11220 502 624 2531
internal_value=0 -0.00559217 0.00493554 -0.054886 0.0845471 -0.0704907 -0.0945347 0.0562418 -0.00492434 0.106295 0.063444 -0.0107879 0.079646 -0.0186385 0.0647583 0.237147 0.285265 -0.0429879 0.359126 0.220744 0.258181 -0.0321937 -0.0505533 0.0142377 0.0595586 -0.0239214 -0.103628 -0.0625527 0.0130285 -0.090044
internal_count=361931 241217 208473 120714 22081 108024 82804 12690 186392 7966 7148 178426 13567 164859 21652 5666 5211 7901 4370 5238 3262 143207 102277 40930 23829 67074 35203 49575 16414 32744
shrinkage=0.000980392


Tree=2700
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 712 859 1022 146 1447 578 1292 1367 156 1253 979 518 48 746 846 832 284 982 146 138 18 1451 915 81
split_gain=34.2768 30.998 27.3238 28.46 26.0576 61.2993 23.8439 23.7508 23.7327 23.9608 23.033 21.8024 21.4447 29.6716 25.4823 24.482 22.4762 21.2486 21.1016 21.5361 20.6434 20.5267 20.4281 20.3372 20.3183 29.4944 23.6569 20.4296 21.1029 21.1023
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 -0.63779424894106762 -0.98545034728205338 1.0000000180025095e-35 2.7503861831498626 1.2420411362750934 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 0.3066483305190903 -0.13668248561254906 0.46607438253159267 1.0000000180025095e-35 1.8372674881307383 0.66766320980544069 -0.53268848306471728 1.6895017578535427 -1.5898347461846811 1.7621802667917166 2.2368666814773395 -0.98223957276639073 0.96372854793908636 0.25091737626799537 -0.71904054308896115 -0.58492765455800277
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 8 22 5 -3 -1 -5 9 10 18 -8 13 15 17 -13 -17 -14 19 21 -6 -2 -4 -9 -22 26 -26 28 29 -27
right_child=1 4 3 7 20 -7 11 23 -10 -11 -12 12 14 -15 -16 16 -18 -19 -20 -21 24 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00013702638820225371 -6.4575040942608635e-05 -6.6974021084158914e-05 -0.00031064088734538981 0.00042946991470571669 -2.4295028816012206e-05 0.00044024528701349476 0.00022947509865263728 0.00012407536929406532 -5.8376893474056962e-06 0.00030722441022700529 3.1432453520122552e-05 -0.00031002613755389279 0.00025012980253452991 7.4652273851612098e-05 -9.574768115434509e-05 -0.00014079062838064454 0.00026016355442518788 4.6389356992517971e-05 -0.00025724079674275581 0.00018945132709168383 -0.00011267509340113219 -0.00023693826991272036 1.5839521927165964e-05 -0.00046888874668698903 0.00052452563666669308 0.0022118764994471362 0.0024468688266102994 0.000385971972974032 -0.00029412862426054023 -0.00025710634222154993
leaf_count=3225 65360 4821 1203 1153 29774 1384 3439 6164 103001 802 10062 2280 4928 6555 2085 1918 843 4286 4169 1324 62243 5573 33348 278 292 31 33 406 914 37
internal_value=0 -0.0278078 -0.0147526 0.0349139 -0.0669884 0.0797058 0.0498252 0.151088 -0.0268557 -0.057923 -0.0623132 0.0698631 0.0464718 -0.0184779 0.112924 -0.143274 -0.0126402 0.162196 -0.0791127 -0.0697766 -0.0787164 -0.0767543 0.0074082 0.102547 -0.106007 0.138547 0.744169 -0.0100338 -0.202293 1.00894
internal_count=361931 332372 232437 42146 99935 6205 29559 7595 190291 87290 86488 26334 22895 11596 11299 5041 2761 9214 76426 72257 93730 70933 34551 6442 63956 1713 325 1388 982 68
shrinkage=0.000980392


Tree=2701
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 712 1467 809 852 727 923 993 908 727 1183 278 497 21 695 902 1077 810 783 576 930 974 1099 346 983 968
split_gain=38.7043 28.5171 27.0229 26.4233 61.4416 23.264 22.9885 25.8044 23.6784 30.1562 43.2884 27.5517 31.188 26.6856 25.4511 24.5007 24.2691 27.3013 31.4683 28.8771 24.1094 23.0107 22.8127 25.97 22.5337 22.0371 21.4488 21.2994 22.7677 22.1517
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 -0.63779424894106762 3.2089320700182484 1.6518864604429058 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 -0.89727091510114898 -0.42487639646845682 -1.1275738623161491 -1.5169683801573526 -1.1833072469291228 2.2206245932530155 -0.13431221002227373 -0.70721591321319732 2.1632409731494207 4.2406324835638474 1.1023763779372591 -1.0732212767954836 0.66546334935299256 2.1042721739608483 -1.0680568863165696 2.267999517429018 2.4847975134223916 2.7616480389525657 2.0695670359217271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 -3 -1 8 -8 9 22 -11 12 -10 -14 -13 -16 17 18 -12 -20 27 25 -2 -24 -15 -19 -26 29 -29 -17
right_child=1 3 -4 -5 -6 -7 7 -9 11 10 16 14 13 24 15 20 -18 21 19 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00013032543527928937 -0.00018890589105708465 -6.462914506504508e-05 -7.7968701986287644e-05 -7.5756605930867924e-05 0.00044326233037228783 7.2895785330501488e-05 0.00023562196214005129 -0.00028161630931491694 -6.8782869263036016e-05 -0.00031220023706056925 -0.00024686841264974708 -0.00032075003505597469 -4.5675797455541162e-05 0.00020719873491017342 -0.00011923401274279382 9.0034209933148043e-06 0.00016781427999229621 -0.00043185344107488658 -8.0124338236765844e-07 0.0003560066518212862 -0.00079232572003654512 8.6160028308762197e-05 1.1507870317888082e-05 0.00021125217336852097 0.00082404569238533139 -0.00012171074766672482 -0.00099284787824409425 -0.00025820458196020913 0.0019321296670827925 0.00015822583775426189
leaf_count=3225 2419 4821 35150 93730 1384 26334 2825 444 3647 3668 3040 1302 2008 5998 8931 86451 1904 1527 21637 1255 188 2700 16800 3563 397 20031 45 1976 21 4510
internal_value=0 -0.0278854 -0.0153727 -0.0654655 0.0822759 0.0545943 -0.00611472 0.165727 -0.0094794 -0.0410772 -0.0708328 0.00973725 0.109991 0.180285 -0.00159617 0.00199214 -0.0538452 -0.0650444 -0.00871782 0.0204368 0.0111905 -0.117878 0.0276453 0.0508816 0.24668 -0.141503 0.711969 0.0126576 -0.233474 0.0169801
internal_count=361931 332372 232437 99935 6205 29559 197287 3269 194018 78544 55762 115474 12095 8448 103379 102077 52094 50190 25932 22892 93146 24258 22782 20363 6440 21558 442 92958 1997 90961
shrinkage=0.000980392


Tree=2702
num_leaves=31
num_cat=0
split_feature=612 1378 564 147 626 690 294 1258 838 489 837 699 76 1315 1264 494 189 1458 1455 1457 1449 1449 1466 1454 1452 1449 1459 1463 1462 1449
split_gain=17.7984 18.9611 23.5926 18.8034 19.1297 18.8346 21.7054 20.4775 22.6188 21.4309 18.8395 18.6985 23.8689 24.1396 22.7553 21.2023 21.1445 20.5299 40.4075 31.0023 29.8097 36.4815 44.2044 41.3142 52.6258 38.0801 37.1236 39.3256 38.1389 44.91
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.41872144432985858 -0.044493704381537387 -1.5529218627526287 0.93591754002855321 4.5925586830991643 -1.3548843374576511 1.3442061097431159 -1.1308187473352391 1.9196869911257635 1.0515789206008181 0.20395622839017283 3.118308738984918 -0.70385210889351157 2.0162349439473473 2.7059755265676442 0.20667703603638712 3.4968546965963623 4.5199230557608798 -0.66544449105861625 -0.32183734465273589 1.7692924978725195 0.67485211051868899 1.2421253483605348 -0.30724857489969548 0.43577943106047246 0.093599294775546141 -0.029674230372801095 -0.33071816874506621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 -3 4 -2 6 7 8 10 -9 -5 16 13 -13 -15 -14 17 18 19 -1 -19 22 23 26 -25 -23 28 -28 29 -22
right_child=1 2 -4 5 -6 -7 -8 9 -10 -11 -12 12 15 14 -16 -17 -18 20 -20 -21 21 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00060920259132360693 -0.028166869811413777 -0.0053310254717837298 0.0059599645396853224 0.0165550927011935 -0.0012492127045395903 -0.020956458816439108 -0.034887862175713491 -0.027972843487437334 -0.04694343004805554 -0.0052225041156882994 0.10749446942921173 -0.00086851108004954802 -0.0072305409963973905 0.07550165888944034 0.012258491383669983 0.015877365668067911 -0.011197467472551429 -0.0022601260935314871 0.015364212642898953 0.023736954687954642 -0.0038806676721160763 -0.032695844996733343 0.046727088498079841 -0.032245077254708245 0.035086596444927676 0.0021819063581994696 0.011366010291419926 0.049593429378530909 0.016652258428259997 0.070362744945664177
leaf_count=193349 626 4772 5764 845 18522 2381 626 1266 168 10479 45 26479 16081 95 368 587 3069 17127 1876 556 3495 443 355 692 177 47842 732 504 2529 81
internal_value=0 -0.0576669 0.0261631 -0.0922736 -0.0384732 -0.167823 -0.128872 -0.10597 0.281261 -0.138991 0.428583 -0.00269141 -0.0489564 -0.00847055 0.533876 -0.126353 0.00410141 0.00588855 -0.00689273 -0.0104146 0.0370915 0.0613071 0.197095 0.161613 -0.321999 0.0380617 0.214614 0.543697 0.136954 -0.0285376
internal_count=361931 45494 10536 34958 19148 15810 13429 12803 1058 11745 890 316437 43610 26942 463 16668 272827 269758 195781 193905 73977 56850 8565 8210 869 48285 7341 1236 6105 3576
shrinkage=0.05


Tree=2703
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 1467 647 590 714 588 938 588 868 791 513 513 746 1241 550 457 1324 154 703 1395 986 899 666 211 624
split_gain=33.4064 26.5765 26.4504 31.9892 28.1507 27.4595 25.6494 24.7798 63.6106 24.5973 41.2914 37.18 31.8386 30.8101 30.8272 30.2791 29.8834 34.0705 27.8469 26.8477 25.4291 25.0565 24.8153 25.1183 24.7869 22.7542 22.9372 22.6566 22.6406 22.5941
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 3.2089320700182484 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 0.71188872395471614 0.53022336195039899 1.0000000180025095e-35 1.0454229551509682 1.0454229551509682 3.6288968102052546 -0.67919258870259713 0.29966714842153758 6.1394591223222692 0.32021642027523239 0.71164494381510202 -1.283126876610438 -1.8051517084693585 -1.0520142078483523 1.8419729237591864 2.2575337098986954 -0.62944366619299574 1.7690550317324971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 9 8 -3 12 11 13 15 14 27 19 -12 -18 -19 22 -13 24 29 -24 -21 -5 -27 -11 -6 -2
right_child=1 7 3 25 28 -7 -8 -9 -10 10 16 20 -14 -15 -16 -17 17 18 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=5.0689217411222091e-05 5.3884453495138192e-05 -6.772396884325313e-05 -5.3718178624456558e-05 -0.0007070005340101698 1.4491430830388952e-05 0.00010940184320215661 0.00016073445321855025 -7.1443722662414502e-05 0.00044941742399820034 -5.1635836928593983e-05 3.4924868004785669e-05 -0.00011016327538058819 -0.00010052207700722327 -0.00016445173239099941 4.7419236149540008e-05 -0.00011145527148090077 0.00043665803420629842 -0.0017133416262304546 -9.1951692598339258e-07 0.0008970350021044038 0.0028831695669568405 0.00042586281790067091 -0.00033731832015943778 -4.3829174242122238e-06 3.6015769904598963e-05 -0.00013681573012567938 0.00038711885876721981 0.00016810677189245838 0.00027909510008078332 0.00030878110203121274
leaf_count=29559 25927 4821 8900 372 2043 9111 3145 93730 1384 57664 6970 44882 9103 8573 25911 4973 1513 55 141 144 26 1455 1858 4633 2172 4591 435 1968 4153 1719
internal_value=0 -0.0250464 -0.0129544 0.0470584 0.0764132 0.0333033 -0.0226693 -0.0614 0.0817333 -0.0261893 -0.0413379 -0.051957 0.0161795 -0.0280367 -0.0162284 0.042751 0.0963994 0.33973 -0.458733 0.0662196 -0.111261 0.228175 0.0431044 -0.087874 0.0925169 -0.125344 -0.0838169 -0.0439407 0.197311 0.0732932
internal_count=361931 332372 232437 29605 24207 18011 202832 99935 6205 199687 147703 139024 51984 94116 85543 42881 8679 1709 196 37908 44908 3771 34137 6491 2316 5398 5026 59632 6196 27646
shrinkage=0.000980392


Tree=2704
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 859 728 1022 1016 1429 1040 771 346 1249 498 730 783 934 603 660 514 8 639 345 516 1388 578 907 913
split_gain=35.3548 30.4953 27.8801 30.4615 25.8823 61.2694 24.9055 23.9576 23.2777 24.9313 22.368 21.9589 21.3448 22.1498 23.2793 22.6847 20.7506 33.3755 28.8115 26.6284 27.7184 26.0687 22.5546 22.1613 21.8751 21.2775 25.1594 20.5817 20.4771 20.4672
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.13172262110474 -0.8740075305771694 1.5773296200199145 0.023879202924299989 0.63898029052325456 2.0574394106562477 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 1.2394703555346365 -1.298475463871557 0.11942102837874842 0.46293354690950167 1.0000000180025095e-35 -1.0285454770005755 -0.87905496296652397 0.49932493644430648 -1.0282579537198486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 16 5 -3 -5 -1 9 10 11 -2 13 14 15 -13 17 21 19 20 -18 -4 -22 24 28 -19 -27 -9 -20 -11
right_child=1 4 3 6 -6 -7 -8 27 -10 29 -12 12 -14 -15 -16 -17 18 25 23 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00012868642250686693 -0.00028024466424297987 -6.6297570929900435e-05 4.356903214734999e-05 0.00044089188760268233 -7.5989435604437728e-05 0.00044082477746098202 0.00010447712847899621 0.00022871363912770946 -5.410004762090752e-06 -0.00015097534745177061 -0.00030326901881863719 6.0264836235341748e-06 -0.00053487280375902986 -0.00016173828199870138 -0.0001915586585111977 0.00038981168991932122 0.00016409919905272132 -0.00017571181767306578 -0.00017080053353103622 -1.2614179109785849e-05 -0.0004663776419227943 0.00040859673182720501 0.00064037812967934619 -0.00033011636311231174 0.0003681495429415774 -0.0003164571777027062 1.554336063867809e-05 4.9016361056384626e-05 0.00037397481698943445 -7.748603144809258e-06
leaf_count=3396 4959 4821 6880 1153 93730 1384 6442 3407 103001 5981 5346 14705 713 10598 4236 810 2134 6979 1651 1982 101 1041 996 1064 644 1407 9299 22756 373 39942
internal_value=0 -0.0269388 -0.0139894 0.0361819 -0.0658144 0.0804006 0.156324 0.0519075 -0.0262186 -0.0569975 -0.110322 -0.0898523 -0.0673494 -0.0573552 -0.0103064 0.0310151 0.00771075 -0.0246744 0.0967118 0.197974 0.308677 0.0933557 0.570914 -0.0514224 0.0481818 -0.0782442 -0.0202096 0.0727473 -0.0674277 -0.0251727
internal_count=361931 332372 232437 42146 99935 6205 7595 29559 190291 87290 41367 36021 31062 30349 19751 15515 34551 25606 8945 5213 3231 7921 1097 3732 2668 17685 10706 26163 2024 45923
shrinkage=0.000980392


Tree=2705
num_leaves=31
num_cat=0
split_feature=785 1309 200 1097 146 61 1303 1398 1088 21 1455 1450 1468 1467 1454 1457 432 1249 1120 1185 726 634 923 737 830 878 422 1462 146 144
split_gain=39.2633 26.1256 30.624 35.0576 28.8391 27.8002 26.4953 25.8056 24.5319 23.8532 34.3347 28.7469 27.6073 31.1069 24.6552 24.4254 25.0309 26.1709 26.879 23.9001 23.7655 25.4186 24.4789 23.5333 23.126 24.8601 24.2458 23.992 22.7745 24.5065
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.67281916063428748 -0.95342879297703587 3.0783482178314734 3.2658335243644596 1.7160994611581364 0.044858320589037236 2.7639737144699819 -0.89074317784588486 0.46304910557563933 -0.67183755723879846 1.8034839195215984 -0.4611800328772096 6.5784629078225612 2.1945478349411114 2.4219049411810651 -0.43734831800466095 -0.65680531739949766 -0.5203178527418385 1.0000000180025095e-35 -1.8373977045463186 -0.36513490025409884 1.4683293454868511 0.70639586890216266 1.6473864309851525 0.9847938540803961 3.8184655586880809 -0.26600147793495704 1.3707556877946863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 9 -4 -6 24 10 15 -12 13 -13 23 16 17 18 20 -20 22 -22 -2 -11 27 26 -26 -3 -25 -30
right_child=1 8 3 -5 7 -7 -8 -9 -10 14 11 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=5.2398499971627679e-05 -3.7664261529236036e-05 -2.0186892567535703e-05 -7.4771507040584316e-05 -7.4726432700039614e-06 0.00015014813350482274 -0.00052002277959753733 -0.00032768800417283007 0.0013979712452969989 -0.00025345612002666568 -0.00012078570520102423 -0.00024108272920611909 -0.00014594336896370751 0.00055884613480915721 0.00030415698697314582 0.0015573690387519813 0.00034913950305454257 0.00033573502719159358 -0.00020231436802620976 0.00010570690084396529 -0.00041532136595300397 0.0015983954839859399 -2.2893693012161297e-05 0.0010811856766395507 -0.0001068976381640861 5.2429395951517852e-05 -0.00013343570785404605 0.0002412515667602947 0.00027750650624326065 0.00042078933086642922 -0.00069078018370312107
leaf_count=29559 175 72540 34729 111935 270 1101 3139 95 1821 57700 1056 1534 795 2004 29 822 1042 11419 1347 1143 75 1155 295 1692 16389 2358 3380 1055 1137 140
internal_value=0 -0.0295899 -0.0444654 -0.0257916 -0.0853629 -0.0891262 -0.0958805 0.524289 -0.000666428 -0.0840835 -0.00893149 0.150133 0.226685 0.125491 -0.109781 -0.0775163 -0.10313 -0.130184 0.0453177 -0.137981 0.292811 0.0742695 0.724163 -0.111358 0.0039467 0.0631592 0.0882318 -0.0153301 0.104725 0.327698
internal_count=361931 332372 234829 149803 85026 84661 37868 365 97543 83560 22862 5389 4333 3538 60698 17473 16651 15609 4190 2490 1700 1230 470 60669 95722 22127 19769 73595 2969 1277
shrinkage=0.000980392


Tree=2706
num_leaves=31
num_cat=0
split_feature=1097 269 785 1470 713 1455 1361 900 84 125 710 930 1331 567 603 936 254 1452 1470 755 647 1457 1458 1260 897 909 866 933 287 489
split_gain=37.3458 44.5264 37.9048 33.376 30.4079 27.3222 28.5195 24.6535 27.2779 25.6246 33.1561 48.8461 31.6046 30.2087 29.4998 27.9176 27.8547 26.5706 31.2945 26.3677 25.8033 24.3265 23.8112 22.9709 22.9509 22.874 83.6205 41.114 24.9612 24.2533
threshold=-0.64966988391888181 -1.2832447556410924 -0.86283290253235112 -1.1417127449306028 1.0000000180025095e-35 0.35881941651261778 1.0000000180025095e-35 2.1273853924476502 1.4073521381958805 1.5320262332576917 1.8739714802800056 1.0000000180025095e-35 -1.0674385962720063 2.5094887342694556 -0.65487585284458427 0.30310323293594316 2.3914426075998607 0.075388382208316021 1.4286179067084592 1.8349057301109672 -0.39658881029650567 1.339295830115254 3.1438252248132805 1.8239496985204762 -1.0467026087416367 1.0177766212561699 0.5880156106821478 -0.33422119364899694 -1.3240904332894121 1.5017556831234169
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 21 -3 6 -5 9 -9 10 13 17 -13 15 -11 16 25 19 -19 -12 -17 -1 -8 -2 -7 28 29 -28 -4 -27
right_child=1 2 7 5 -6 24 22 8 -10 14 11 12 -14 -15 -16 20 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=9.138508320891179e-06 -7.0796362424187942e-05 -0.00017689214875303983 -0.00019305546237943357 -0.00016345138841368902 0.00011345149044103367 -0.00016319103170002266 -6.7749656663295467e-05 0.00019804934640231918 -0.00027928644585646981 -2.139216323009792e-05 0.00019978921497567129 0.00047627528910861499 -6.910609806416341e-05 0.00030436332828596903 0.00015366237437515427 -2.0363448960208276e-05 0.00017126231144633033 0.00033057888314489645 0.0012230439302700698 -0.00027013394767239535 -0.00012943622178580267 0.00027329909880085916 0.00038985684427224088 -0.00033071306864352956 2.8444493044901988e-05 -0.0001751294886794959 0.0002894746822365727 -9.8597538256451568e-05 8.3015695266437298e-06 0.00014054817921242346
leaf_count=10767 30213 1859 3706 33229 20222 4438 49073 4407 606 7108 2738 484 7159 1189 7943 19857 3628 1998 157 841 24675 1923 502 2531 20782 16802 3333 1965 76516 1280
internal_value=0 -0.00337058 0.00738802 -0.0558341 0.0920155 -0.0715726 -0.0957326 -0.00311404 0.144306 -0.00752178 -0.016345 0.0872309 -0.0312904 -0.026007 0.0713135 -0.0289698 -0.0100598 0.233019 0.411744 0.11574 -0.0781163 0.0562501 -0.0629342 -0.0896525 -0.00340871 -0.0170101 -0.0788075 0.155401 0.000694701 -0.155494
internal_count=361931 241217 208473 120714 22081 108024 82804 186392 5013 181379 166328 13377 7643 152951 15051 151762 107230 5734 2155 3579 44532 12690 49575 32744 25220 103602 23380 5298 80222 18082
shrinkage=0.000980392


Tree=2707
num_leaves=31
num_cat=0
split_feature=785 712 133 1318 911 728 647 590 784 657 921 775 1002 712 609 1312 1453 496 383 138 351 434 570 1421 82 429 1176 363 695 973
split_gain=18.5059 17.479 18.8313 20.0181 19.0154 17.3531 23.2627 59.46 21.1371 24.8099 25.5803 26.6501 24.2917 27.6799 27.8636 26.9012 23.4377 22.0018 26.9643 19.8897 19.6244 19.6018 19.281 21.7341 21.7078 20.9344 22.6022 23.199 21.3098 20.7912
threshold=-0.86283290253235112 -0.63779424894106762 2.7171092817986957 2.0813658856061843 -0.88177944220274473 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 2.2603408215975165 0.62154522891879982 0.13281703179381904 0.69854289147193727 -1.5590971551374573 1.6285028476148826 -0.03056559637809006 0.51954049301251548 -0.74322539953160838 2.2118716902368778 -0.66589746355812018 2.0347385979342092 3.5069437722000805 -0.4998781572545779 1.0107116206971127 1.1252722468158061 2.2891127796829576 2.2028885091972072 -0.77899343880060001 0.25252623300496319 -0.089283776459394754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 8 7 20 -2 10 11 16 13 -12 -15 -16 17 18 -10 -9 -7 -11 23 24 -8 26 -26 -28 -29 -24
right_child=5 2 3 -5 -6 6 22 19 9 21 12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 29 -25 25 -27 27 28 -30 -31
leaf_value=-0.0059976778387994907 -0.00074209215814803218 -0.0044024311471442231 -0.017245421396768722 0.055894555204346566 0.0046568112048634338 -0.001253893555001311 0.00207438136250626 -0.0045794386491559884 -0.0095279982753387685 -0.010920075024093003 -0.0044996595359902726 -0.0038211337254472713 -0.0055754767450864121 0.015353914218090466 -0.027415608758998546 0.025863395993154972 0.0097551377324542905 0.0031233920382672908 0.03339361956226021 0.028698915550929335 -0.050214489574116651 0.083301506259126162 -0.0019736481478515549 -0.011671313313514052 -0.011451110041264779 0.071125716413025258 0.099990341799396684 -0.030061790489745777 0.10010284965792141 -0.0068516425495221099
leaf_count=3225 190291 3087 781 41 22425 4669 25466 254 3587 1919 1282 9589 1308 5484 328 138 4799 13486 198 1130 152 28 32048 2973 3595 55 42 84 22 29445
internal_value=0 0.0434769 0.0607335 -0.262057 0.0711405 -0.0139254 -0.0435194 0.0958631 -0.00413185 0.0397392 0.0517637 0.0221795 0.154756 0.203454 0.263014 -0.217288 0.063621 0.0248017 -0.139961 0.460833 -0.051138 -0.194001 -0.0547302 -0.00456063 0.0147283 -0.163932 -0.186241 0.719521 0.0307358 -0.0826216
internal_count=361931 29559 26334 822 25512 332372 99935 6205 232437 42146 40199 31659 8540 7232 5950 466 22070 17271 3785 1384 4821 1947 93730 32237 29264 3798 3743 148 106 61493
shrinkage=0.05


Tree=2708
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 1469 21 1358 21 1116 728 647 590 889 986 899 220 981 211 5 1386 1321 882 21 1122 828 1458 1449 333
split_gain=38.6791 29.0586 25.8575 33.781 29.0237 27.4993 24.7591 26.2458 26.2078 26.7711 25.6598 23.7779 23.4087 57.9311 23.105 22.6113 23.1691 22.51 22.4407 22.4403 22.6344 22.4131 22.4109 21.1102 21.0107 23.2321 21.5961 22.3546 24.2714 21.122
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -1.0588145806293296 -0.13431221002227373 1.0000000180025095e-35 4.5933813388752975 -1.0477340759045499 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 1.3149075955530187 -1.0520142078483523 1.8419729237591864 -0.76478048334061477 2.543085592592472 -0.62944366619299574 -1.0821368227570305 0.79041794151907141 0.33406323204304156 2.1621367426492752 1.0000000180025095e-35 0.79579885031402708 1.3412350531382633 -0.82108684835595114 0.90974908063288995 1.6828651434218436
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 6 4 5 -4 7 10 -8 -10 -2 -1 13 -3 18 -5 -17 21 -9 -6 -21 -12 -16 -19 25 -13 27 -26 -29 -30
right_child=1 12 3 15 19 -7 8 14 9 -11 17 24 -14 -15 22 16 -18 23 -20 20 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.00012616241328416576 -0.0001218217449825452 -6.9962758243014727e-05 -5.7079975707761907e-05 -0.00071231278578911313 1.4362948886424254e-05 0.0001059936027588478 -7.0614923162994059e-05 -8.1902523555846181e-05 -1.4878330768636228e-05 0.001083002812662901 3.6673819055044876e-05 4.9842530570374258e-05 -7.6082437371199256e-05 0.00042283557200344563 0.0003142493104042094 -0.00014508194375160207 0.00038066939114007712 0.00018000077187862063 0.00060366671293976451 -0.00034721013380849036 0.00031384726333363915 -0.00047165134929257936 -0.00036966009402885882 -0.0005044551569870552 0.00035486352095239566 -0.00019820748364189202 -8.0098941250097752e-05 8.2078758958926097e-05 0.00047725871710506716 -0.00060361058255743033
leaf_count=3396 2693 4821 8900 372 2043 9111 67524 11643 105251 76 3212 9068 93730 1384 1250 4591 435 9946 199 281 3872 544 301 193 2131 2064 2000 9648 1155 97
internal_value=0 -0.0285256 -0.0158917 0.0433828 0.07355 0.0298331 -0.0254855 0.0308349 -0.0367184 -0.0139699 0.0885248 0.0539608 -0.0664755 0.0724817 -0.0390747 -0.1334 -0.0921156 0.122347 -0.0709932 0.196246 0.283179 -0.0298621 0.206957 0.170419 0.0747136 0.00479167 0.128057 0.160278 0.120262 0.407641
internal_count=361931 332372 232437 29605 24207 18011 202832 29981 172851 105327 16588 29559 99935 6205 13393 5398 5026 13895 11842 6196 4153 3756 1551 10139 26163 11132 15031 13031 10900 1252
shrinkage=0.000980392


Tree=2709
num_leaves=31
num_cat=0
split_feature=785 125 50 750 644 57 21 540 497 793 728 909 703 728 1464 1465 1106 51 154 964 79 113 12 747 353 967 978 1314 87 1459
split_gain=40.5914 30.3869 42.8341 41.968 31.1326 30.5768 31.1816 30.3074 29.8138 29.4972 28.9284 31.4871 30.3574 28.2245 28.0546 26.2304 27.9496 27.0019 25.6952 25.3813 25.2233 25.08 31.8198 24.8822 27.8354 28.3034 27.6652 25.8586 32.3602 24.6005
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 -0.34929633066952553 0.72527224708021132 1.0000000180025095e-35 2.9110317759397999 1.656418941702585 1.0000000180025095e-35 -1.3163276726681863 2.6786836414808524 -1.3699734350253194 -0.49008176997875957 0.74657910936426475 -0.52774419131799011 1.7407510129396675 -0.68916341501484679 -0.15489933552323301 0.29053103139419062 -0.43201376138761166 1.0000000180025095e-35 -0.28505987831433222 1.0000000180025095e-35 -0.90025158221480928 -0.20575281925485042 -0.95701537237522805 -1.6074403728556548 2.6353602884787981 2.387882385810475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 23 8 21 14 -3 20 11 12 -11 -10 -8 17 18 -5 -17 -12 -6 22 -7 27 -25 26 -26 28 -2 -21
right_child=1 5 -4 15 9 6 7 -9 13 10 19 -13 -14 -15 -16 16 -18 -19 -20 29 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=5.1282499959355323e-05 0.00014515800749040179 -3.779345306626448e-05 2.9359238254882184e-06 -6.5519293129842848e-05 -6.1059262487176376e-05 2.6644996355156289e-05 -1.2158022179691159e-07 -0.00032977662262398936 -0.00015004272908906543 -0.00023998969801770274 -0.00010559793046097084 0.00088593771634057448 0.00014316356112179977 0.00013715149130271253 0.00032641330708036337 -0.00025037203522435485 0.00029810462068147344 -0.00041162298912306568 -3.3761363384036502e-05 1.2997081344204526e-05 -0.0001824309659368846 3.4729556771264529e-05 0.00046411789203793793 -0.00014195593458229128 -0.00021523551254015898 -3.1845937801652636e-05 0.00011112047786460118 -8.1804471863178052e-05 0.0017118604157889 0.00061314841308596083
leaf_count=29559 1858 50676 62515 2397 17811 1023 5594 854 1762 1552 30905 182 4840 8012 1209 8399 996 6828 8202 7586 27857 1926 2024 5924 1564 17209 17772 34533 76 286
internal_value=0 -0.0320301 -0.0453059 -0.0650271 -0.0528121 0.00559463 0.0943876 0.0154335 -0.0161085 -0.0861452 -0.042625 0.0958731 0.0647734 0.088089 0.0602987 -0.172628 -0.112906 -0.30755 -0.142612 -0.0707751 -0.133971 0.221111 0.334011 -0.0202413 0.0151041 0.035847 0.0916066 -0.0687792 0.219823 0.0406634
internal_count=361931 332372 259292 196777 169955 73080 12630 7657 60450 91019 45351 6574 6392 9774 6803 26822 17597 9225 16601 38777 45668 4973 3047 78936 42469 36545 19336 36467 1934 7872
shrinkage=0.000980392


Tree=2710
num_leaves=31
num_cat=0
split_feature=733 1187 419 602 75 133 6 83 766 1041 797 840 1342 231 1388 211 732 64 1013 1279 902 1469 1117 1464 627 641 348 1186 423 1051
split_gain=18.4058 19.6168 23.6213 24.5197 24.4174 29.4124 24.4325 22.3179 21.1105 20.0888 20.3583 25.8436 20.0014 19.845 21.8052 20.1989 20.417 19.7886 19.7098 19.8989 20.3333 21.9553 22.7093 19.4006 19.3009 19.9227 20.8839 23.2754 19.2674 19.1678
threshold=1.0000000180025095e-35 -0.8707700411448458 -0.23573149839231991 2.6455866734826223 1.0000000180025095e-35 3.1456474086536006 1.8462719371164529 0.4147618879150442 -1.4973050201765432 -0.70722878627222607 2.2664977771003176 2.6367356733857314 -0.54937793400934176 1.0986541526922888 0.12948230524806406 -0.61415211576158757 2.3610884585499767 -0.27738331201775651 1.0000000180025095e-35 0.37359428794953042 -1.5209414091920763 -1.0470123060412753 -1.3080433831369278 0.64223275086548759 1.674022036886766 -0.18684966296944044 -1.0453889419431948 -1.4623864479725197 1.1737705964354948 3.0856045387256095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 7 23 6 24 9 -1 12 -11 -12 -4 15 -15 16 -9 -8 -10 20 -20 22 -22 -3 25 -6 27 -27 -19 -2
right_child=29 2 3 -5 5 -7 17 13 18 10 11 -13 -14 14 -16 -17 -18 28 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0097935523319360729 -0.0025454703314861647 -0.00055131209416328804 -0.00164677499261412 -0.0083700043030542886 -0.00050877507433950476 -0.023838435609581279 -0.02379782952611352 0.0095193716192744932 -0.0059022265436887529 0.00010824005383091545 -0.010275944236591662 0.04096296176453499 0.006434839170589908 -0.010264600606841834 0.0042705112582751446 0.0028929200217811977 -0.018829345041712388 -0.0083383186635933079 -0.015803261206971713 -0.0066037319343762255 -0.015586821330624973 -1.878469425939167e-05 0.013898395417870505 0.0045013136043975423 0.0080583126510997104 0.057982051112806438 -0.004425241000331614 -0.020034593651683974 0.045928047151113691 0.019384343338185967
leaf_count=1967 71145 53760 5884 2881 20263 1180 1308 9101 19503 68072 3947 108 12887 2474 2354 26246 304 448 1148 6875 484 17068 2696 11321 2339 55 13168 2206 117 622
internal_value=0 -0.00132572 0.00647646 0.0258002 -0.0193641 -0.0640319 -0.0546881 0.0304893 -0.0466732 0.0101663 -0.00662927 -0.169588 0.0775659 0.072048 -0.0580976 0.0896189 0.172797 -0.317194 -0.0573671 -0.0156976 0.0213001 0.0384873 0.207797 0.00764427 -0.0422079 -0.0555383 -0.121271 -0.354895 0.0510606 -0.0467575
internal_count=361931 290164 240423 134258 106165 41084 39904 131377 49741 90898 72127 4055 18771 40479 4828 35651 9405 1873 47774 28271 21396 20248 3180 65081 38031 35692 15429 2261 565 71767
shrinkage=0.05


Tree=2711
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 789 444 153 807 858 1434 1360 1459 1458 4 766 885 1357 978 866 982 291 954 1250 1035 1011 772 337 144 986 1055 708
split_gain=17.8575 36.0744 28.3871 20.1551 20.7775 21.8003 20.5727 19.5729 21.1743 22.6678 20.5907 21.9704 22.1753 21.8178 20.5468 20.3735 21.359 21.0499 20.6245 20.1712 19.7351 21.8465 19.6965 19.5897 20.2436 23.0476 19.5507 24.6463 19.4986 19.4656
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.1248358748350926 1.0617732612454149 -1.4434050698684338 3.5737384174799574 1.0825608069246189 1.0000000180025095e-35 1.1324559382631265 1.814812024170287 -0.06493454140346698 -0.84452755947524916 -1.3883648702739284 4.8263866747680533 1.0000000180025095e-35 1.4659462473615481 1.0000000180025095e-35 1.724980591121724 1.5190951844994365 6.099786963134739 0.052526159553013575 -0.088446804417332617 -0.44652962571832033 1.5483070891952273 1.0000000180025095e-35 -0.69589454837121978 0.18312554402672518 -1.3312195207149773 -0.6425256777115802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -2 8 9 10 15 12 -12 -13 -10 16 18 22 20 -14 21 -4 -17 28 -25 -26 -11 -28 -24 -23
right_child=3 -3 7 4 5 -7 -8 -9 14 26 11 13 19 -15 -16 17 -18 -19 -20 -21 -22 29 23 24 25 -27 27 -29 -30 -31
leaf_value=0.0041631733290861412 0.00078738578369495825 2.8045002469504507e-05 0.0013762556599231921 -0.0014822376388759703 0.02711164149629592 -0.013421131615632305 -0.015045318116658442 0.0018269917293548569 -0.00257954106991907 -0.0015400562061485303 0.080304932813675886 0.080190799479908884 0.0072974025374444168 -0.0080335590384575366 0.083987473879757496 -3.5777230772489409e-05 -0.021857534995828105 -0.019644009261407878 -0.020729573388080909 0.10054075256297446 0.039068340920551323 -0.021296382484926241 0.13552855364902441 -0.010026576719831178 -0.0038248779751744472 0.10759957118105781 -0.030963362574379108 -0.0057954610997167071 -0.0293505180364469 -0.0041218790565217848
leaf_count=4504 173204 89418 10284 20088 189 3061 1283 5888 23052 1942 89 39 432 953 31 4580 1242 5197 1336 32 100 1602 23 2207 81 53 3125 1955 1999 3942
internal_value=0 -0.0278337 -0.0744742 0.00556882 -0.057212 -0.224024 0.0138415 -0.0919329 -0.108349 -0.151061 -0.12555 0.163706 0.564818 -0.0718116 -0.0481078 -0.142378 -0.0879551 -0.23602 -0.0637628 0.317295 -0.0389003 -0.0497966 -0.144694 -0.291998 -0.128615 0.868154 -0.335593 -0.445272 -0.55319 -0.179456
internal_count=361931 164106 74688 197825 23338 3250 174487 70184 64296 41213 34191 1545 553 992 23083 32646 18506 14140 17264 464 15928 15828 8943 4363 2341 134 7022 5080 2022 5544
shrinkage=0.05


Tree=2712
num_leaves=31
num_cat=0
split_feature=785 519 588 728 962 1010 831 689 959 927 575 126 934 797 635 561 1323 500 1463 382 1452 1470 566 290 823 21 810 714 782 710
split_gain=33.9834 27.3875 41.3888 39.1201 41.9136 39.4777 37.5169 33.4659 34.8166 33.2057 31.9981 29.2779 28.124 26.8037 26.0406 25.9466 38.017 28.4321 25.7919 25.7373 25.452 30.4243 26.8214 27.4147 25.9296 25.354 25.3191 25.2123 25.1212 23.674
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 -0.49008176997875957 1.3714217264408297 3.0713252103476614 2.0523937188146193 -1.1110989058077336 0.84086088814742543 1.0483613175537825 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.73395965499931781 0.060847979350058673 -0.99664486365779348 2.1524496080901128 0.093599294775546141 1.0000000180025095e-35 0.79547082264194502 1.1841999613071987 0.46320471953979853 0.58124222960615413 3.1893296217777243 -2.9709283393608152 1.0000000180025095e-35 -0.62741635080033265 -0.84243843966579501 0.24291312034094031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 12 5 6 7 8 -5 27 14 18 26 -10 -3 16 -13 -18 25 29 -14 22 23 -22 -25 -9 28 -4 -2 -12
right_child=1 2 9 4 -6 -7 -8 11 13 -11 19 15 20 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.1089302082340843e-05 0.00038656648550549158 -0.0003486410891417315 -0.00011289938626476391 8.8317764033438297e-05 -0.00012348377375983607 0.00021192747335805462 0.00010966520760125575 0.00087221017852659943 1.471807452147069e-05 -0.00021354709867791905 0.00024863619647200717 -0.00025795768166501307 -5.4312093558014632e-05 -0.00021460146921731352 -4.2195385044621423e-05 -7.9852291619990004e-05 3.0944779389453814e-05 -0.00038058616246379641 -2.980477090478567e-05 -3.7079977234296152e-05 7.2628676055444628e-05 0.00084533522248735266 -0.00016686132566954358 0.00063894207130201072 -0.00074870939130969013 -0.00011397774093367162 -1.6364220285816106e-05 0.00036013077734702866 9.5559657664092467e-05 -8.5878358952455548e-05
leaf_count=29559 1316 1645 565 17651 45029 2800 7657 106 6384 618 3965 3058 26497 4355 5794 27541 40881 1004 30726 4520 2723 227 1434 651 88 64479 11286 3215 14961 1196
internal_value=0 -0.0252697 0.0464201 -0.0315811 -0.0452564 -0.0334373 -0.0375635 -0.044222 0.0277807 0.22498 -0.000906346 -0.0570973 0.0198391 -0.0742701 -0.105908 -0.023656 0.00815325 0.0235479 -0.0856868 0.0778051 -0.0259455 0.112405 0.0753956 0.179927 0.533354 -0.113945 0.0723973 0.29806 0.124629 0.178396
internal_count=361931 332372 21518 310854 251671 206642 203842 196185 28390 4398 17120 167795 59183 10739 7439 72484 44943 41885 95311 9681 31620 5123 4896 3462 739 64585 27563 3780 16277 5161
shrinkage=0.000980392


Tree=2713
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 727 1431 597 714 519 827 261 1467 938 791 861 923 588 788 768 212 651 1115 1105 978 1051 457 1452 954
split_gain=41.7992 33.2191 27.1584 33.6496 27.2149 28.0341 26.3616 24.5465 24.8727 24.7527 46.9398 35.4622 34.3592 33.1144 32.9357 31.5152 32.2027 31.0155 27.4803 26.3626 26.1438 25.9959 24.8788 33.0937 27.4736 25.7223 25.3481 24.7061 24.6663 24.2256
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 1.0000000180025095e-35 1.0099929608726099 3.1596628491584919 1.0000000180025095e-35 2.1420547332082829 -0.36836247429892682 1.0000000180025095e-35 3.2089320700182484 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86449023226567734 -0.31407487021714353 1.0000000180025095e-35 0.11605232161583447 -0.47991770936573375 1.0000000180025095e-35 0.38800531394695653 -0.53180658829786942 2.7670434459051321 3.5926503781727646 6.1394591223222692 0.62995620057108082 0.98873640907070304
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 4 5 -4 -1 8 9 11 13 28 19 14 15 22 17 -17 -14 -12 -13 -18 24 25 -11 -24 -26 -16 -2 -3
right_child=1 29 3 -5 -6 -7 -8 -9 -10 10 12 20 18 -15 27 16 21 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-1.4900295694430107e-05 7.1108521595601438e-05 -7.8387370724798943e-05 -5.3892180476859462e-05 -0.00012772958019707735 0.00019113989247240853 0.00011069903308780216 0.0001129052098985394 -8.8994751144685536e-05 0.0002759943931172736 6.2761335027431745e-05 -0.00015833294471378221 3.6401735190138361e-05 2.9809600521874868e-05 0.00022952223557259834 -0.00011371516013224445 -0.00040383857626436517 -3.8456211313939978e-05 -1.1032251721131949e-05 0.00033360957141281898 0.00017009902720706017 -9.4093756864722949e-05 0.00017484943268808735 -0.00019388000832496833 -4.6364980818990118e-07 -6.8221051551543141e-05 0.00056542641703786318 0.0014500874147740791 0.0031406899728240703 0.0002968911186934931 7.0846190974777502e-05
leaf_count=12551 10628 93974 8900 5398 6196 9111 17008 30640 1123 11786 2522 18474 1902 1774 35120 1236 3873 10704 3030 1599 12902 8339 12840 7064 24393 211 47 21 2604 5961
internal_value=0 -0.0280998 -0.0145919 0.0461338 0.0762231 0.0339 0.0575427 -0.0244177 -0.0149755 -0.0174215 -0.0335984 0.027561 0.106114 -0.0470273 -0.0521878 -0.0287079 0.0386338 -0.0494084 0.219623 -0.0318605 -0.0143937 0.113707 -0.0574213 -0.118565 -0.0218118 -0.185201 -0.0661405 -0.114772 0.121505 -0.068622
internal_count=361931 332372 232437 29605 24207 18011 29559 202832 172192 171069 126461 44608 9053 117408 115634 80493 24152 11940 4932 4121 31376 12212 56341 20115 36226 13051 24440 35141 13232 99935
shrinkage=0.000980392


Tree=2714
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 540 497 644 793 728 728 909 703 1464 79 708 747 353 967 978 1314 87 964 712 1465 1106 154 51 1459
split_gain=37.9368 30.1939 40.6578 38.465 30.4145 30.9572 31.7039 28.8022 28.4474 28.356 28.308 27.5637 29.9611 29.8623 27.313 25.6695 24.9638 24.9363 27.0687 28.6019 27.3904 25.8255 32.136 24.8872 24.4024 24.21 28.2762 25.68 25.5516 24.0901
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 2.9110317759397999 1.656418941702585 -0.34929633066952553 1.0000000180025095e-35 -0.49008176997875957 -1.3163276726681863 2.6786836414808524 -1.3699734350253194 0.74657910936426475 -0.43201376138761166 -0.062583130981342716 1.0000000180025095e-35 -0.90025158221480928 -0.20575281925485042 -0.95701537237522805 -1.6074403728556548 2.6353602884787981 0.29053103139419062 -0.63779424894106762 -0.52774419131799011 1.7407510129396675 -0.15489933552323301 -0.68916341501484679 2.387882385810475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 3 8 7 16 14 -3 17 15 -9 12 13 -11 -7 -10 -6 21 -19 20 -20 22 -2 -13 -1 28 27 -27 -5 -25
right_child=1 4 -4 25 5 6 -8 10 9 11 -12 23 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.00013548432621291793 0.00014806211122381051 -3.3439870256353996e-05 5.8386803251252967e-06 -5.8672071371131095e-05 0.00031297596445657396 5.7371179985908732e-06 -0.00033359733787151488 -0.00014820694561860489 -5.4080345211175466e-05 -0.00023597376556211777 0.00013968008891831709 -0.00010012066034698061 0.00086963731647012401 0.00014483876434968882 0.00032815291912607176 -0.00017681140711173798 3.5266887094893992e-06 -0.00013737966275189094 -0.00021142746904785051 -2.982534788280474e-05 0.0001138419981810018 -7.9297541520709618e-05 0.0017106416097899422 1.7494859139254082e-05 7.2541996514015181e-05 -0.00024452528268951778 0.00030782442199035244 -2.739928913864853e-05 -0.00039673680406533701 0.0006117604474548177
leaf_count=3225 1858 50676 62515 2397 3437 5594 854 1762 17811 1552 8012 30905 182 4840 1209 27857 1536 5924 1564 17209 17772 34533 76 7586 26334 8399 996 8202 6828 286
internal_value=0 -0.0278775 -0.0411375 -0.0604015 0.00967079 0.0982851 0.0195733 -0.0120154 -0.0487059 -0.0806461 0.0905131 -0.037908 0.0974781 0.0671109 0.06552 -0.127659 0.224678 -0.0175363 0.0178885 0.0383548 0.0944752 -0.0662118 0.222753 -0.0654487 0.053757 -0.163804 -0.106399 -0.136367 -0.294296 0.0450209
internal_count=361931 332372 259292 196777 73080 12630 7657 60450 169955 91019 9774 45351 6574 6392 6803 45668 4973 78936 42469 36545 19336 36467 1934 38777 29559 26822 17597 16601 9225 7872
shrinkage=0.000980392


Tree=2715
num_leaves=31
num_cat=0
split_feature=1097 269 1470 1455 809 770 1357 416 1181 915 1117 1112 705 983 218 1260 1457 1089 791 754 947 1079 706 1464 1470 1465 1457 1452 710 703
split_gain=18.3993 32.2444 29.6735 23.3446 24.6151 30.82 27.2906 25.9786 24.3356 23.8129 22.9849 31.6253 22.9077 25.8968 22.4965 22.387 22.3249 22.2725 32.0705 38.9938 33.8911 37.2287 30.7661 23.6169 34.8161 39.8179 43.0626 46.624 36.4014 34.4472
threshold=-0.64966988391888181 -1.2832447556410924 -1.1417127449306028 0.35881941651261778 0.66649192610754393 -0.91925023408926976 1.0000000180025095e-35 0.92498559351530296 0.49149133427676484 0.40079874301352708 1.3254776727354749 2.2757732688077597 1.5025377326640457 -0.27839910554682751 1.1469341008367377 1.8239496985204762 1.339295830115254 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.641280574724302 0.85386604821755141 2.0258146145105322 0.2602645535820674 -0.69624132831217656 -0.079034750824344205 -0.22688230344671947 -0.0029094387748198574 1.567051896420504 -1.5610358635380586
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 16 4 6 -6 9 10 -8 -4 14 -12 17 -14 -7 -2 -1 18 20 -20 21 -3 23 24 25 26 -19 -28 -26 -30
right_child=1 12 3 -5 5 7 8 -9 -10 -11 11 -13 13 -15 -16 -17 -18 22 19 -21 -22 -23 -24 -25 28 -27 27 -29 29 -31
leaf_value=0.0012966905209930981 -0.0027328972220566502 -0.0041220378484262141 -0.00091364945299526466 0.00066670430684370816 0.0091961063909253068 0.0033981633704718039 -0.010847574774455741 -0.013307769921431701 -0.0016589632407923609 -0.0096868695895911978 -0.01796662560392492 0.048156851193306788 0.00099323154368869283 0.013761873506670356 -0.013569621644198719 -0.015941409278679607 0.014268554258257245 -0.014509674125542354 0.0068961869900620761 -0.0040260778391473691 -0.012336234747266793 0.003264472854230704 0.012446906832009275 0.0032030290775896734 0.0003685115996221297 0.001654053782305286 0.0030389288770045989 -0.014731360971113446 -0.014116182483700774 0.011427913788489267
leaf_count=10767 30213 30987 25653 25220 3784 9900 23679 2518 6939 7506 1499 85 4644 3269 1241 2531 1923 6384 9973 7769 4040 11325 2986 36694 65273 9867 5765 2809 863 5825
internal_value=0 0.00203287 -0.035065 -0.0500601 -0.0726359 -0.00185354 -0.101548 -0.0494132 -0.167074 -0.0527783 -0.0062554 -0.270424 0.0112132 0.127506 0.0313119 -0.0719725 0.0712578 0.00654788 -0.0283557 0.0537981 -0.0593246 -0.0395692 0.0222673 0.0174178 -0.00105975 -0.0722573 -0.146552 -0.0460711 0.0238549 0.175732
internal_count=361931 241217 120714 108024 82804 19027 63777 15243 30618 33159 12725 1584 208473 7913 11141 32744 12690 200560 64094 17742 46352 42312 136466 133480 96786 24825 14958 8574 71961 6688
shrinkage=0.05


Tree=2716
num_leaves=31
num_cat=0
split_feature=785 519 727 728 962 803 666 609 791 689 382 745 1230 1011 872 470 650 896 1249 809 657 1324 512 580 209 831 353 1467 706 907
split_gain=34.7852 30.43 40.1431 36.0171 39.183 37.6599 47.9882 51.5237 36.1401 34.6535 33.4474 29.112 28.899 28.8821 40.7195 28.8445 28.6792 28.4759 27.2883 27.1104 33.3488 28.925 27.8445 29.3409 26.8503 26.5478 26.4224 33.8278 26.3601 26.0843
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.3714217264408297 1.9682860324222273 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 -1.1110989058077336 1.0000000180025095e-35 1.0191313245711819 2.3457019632811744 2.2221924123088783 1.0000000180025095e-35 0.66595742291584703 1.6923072129381651 0.13351389361957308 1.8362446977621718 0.66649192610754393 1.0000000180025095e-35 0.71362929903560357 1.7364793524751543 1.0000000180025095e-35 1.4237363317142799 1.2997357132620335 0.036854454253203509 3.6863561541855714 0.85558832110916161 1.2914394193961922
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 28 16 5 8 -7 -8 11 -10 12 13 24 17 -15 19 -2 26 -18 20 -11 -21 23 -22 -4 29 27 -5 -3 -19
right_child=1 2 10 4 -6 6 7 -9 9 15 -12 -13 -14 14 -16 -17 18 25 -20 21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.2538878040590963e-05 9.602416888667855e-07 -0.00013921830288180081 0.00030364080778034461 -7.9277688461518026e-05 -0.00012008632979010984 -2.256475410115889e-05 0.00033915551385086648 -0.00058029893612450683 0.00013746308546249206 -0.00013334962456373572 1.260513185958285e-05 -0.00015158772715435654 -0.00021900324885852553 -0.00010756835544065983 0.00025356135845107017 9.2698844454877104e-05 0.00019332976351701015 -0.00015440858156667077 -0.00044847143197836392 0.00012362117368802024 -5.4867232125844745e-05 -0.00014419512999524288 -0.00033800156107712063 0.00021053439833002366 -0.00021371746454399126 7.9780206250664839e-07 1.8377874899594172e-05 0.00047447681466552215 9.6346104337428537e-05 5.8970397535023569e-05
leaf_count=29559 52958 6191 5396 38525 45029 6555 3537 279 8544 23245 5700 17420 529 2460 2980 8334 5803 31348 422 6967 5009 2512 1186 4042 446 9258 30542 464 3256 3435
internal_value=0 -0.0246143 0.0509591 -0.0312651 -0.0443926 -0.0329754 0.0926807 0.2774 -0.0407924 0.00710969 0.126358 -0.0616945 0.228269 -0.0492277 0.100074 -0.0166336 0.0180407 -0.0579585 0.161709 -0.0445127 -0.0812241 0.0547465 0.0308403 0.0724068 0.270264 -0.104703 -0.0288565 -0.0718821 -0.057761 -0.136028
internal_count=361931 332372 21518 310854 251671 206642 10371 3816 196271 59839 12071 136432 6371 119012 5440 51295 59183 113572 6225 42961 33482 9479 10237 9051 5842 44041 69531 38989 9447 34783
shrinkage=0.000980392


Tree=2717
num_leaves=31
num_cat=0
split_feature=785 519 727 728 869 921 783 382 126 789 1022 395 689 140 650 834 769 858 566 209 706 649 766 214 747 1450 1452 1465 1469 1454
split_gain=34.357 26.9981 40.0843 33.7133 38.4841 33.9142 59.4679 32.041 30.059 28.8447 28.3422 28.1232 28.1271 27.9946 26.4105 25.3284 27.1847 25.0262 24.3494 24.2577 23.5745 25.2655 23.5464 23.6561 23.3332 23.0071 29.5704 29.3093 26.2908 24.3196
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.6552641023399333 1.0000000180025095e-35 -1.1110989058077336 -0.38614692990375338 2.1314615550283826 -0.55738587327289035 0.53390540777970152 1.0825608069246189 2.1710320005650359 1.4237363317142799 0.85558832110916161 1.0000000180025095e-35 -0.45228654518479167 0.37772781070951184 1.6274895855248437 -0.67806027517800449 -0.58911782507014421 -0.46623883335573857 2.4543291550814752 -0.74726004084035758
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 20 14 5 8 -7 9 10 19 11 -5 -13 -12 -2 -14 -17 24 -6 -4 -3 -22 23 -19 -8 28 27 -27 29 -10
right_child=1 2 7 4 18 6 17 -9 25 -11 13 12 15 -15 -16 16 -18 22 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.9095933049296873e-05 3.0196947755002402e-06 -0.00014194772497305697 0.00031811143952020007 -0.00013704889867629697 -9.9570222736257698e-05 -1.1211342999841652e-05 0.00034599822726537566 7.668838544050447e-06 -0.00032763566468491849 -6.7321913026144003e-05 0.00071910916750403896 8.8822935820142919e-05 2.578238063841203e-05 1.0906721697027762e-05 0.00022163055585914092 -0.00014850857542658517 1.6834065886501128e-06 0.0003885535263136271 0.00010690787102400643 -0.00020755498416721711 -0.00013342318686237293 0.00024199103577144315 -0.00078347472021703135 -0.00087571851809138603 -0.00018890574616004587 0.00022161670321145632 -1.7209471102656906e-05 1.5572091641477433e-05 0.00044643477745131817 -6.3012539408282783e-05
leaf_count=29559 56406 6191 4850 33669 82453 18652 4131 5700 2271 1127 372 6206 10524 658 2777 20381 8802 285 2811 394 1462 1794 191 90 362 5428 34923 7798 392 11272
internal_value=0 -0.027731 0.0435131 -0.0339923 -0.0466957 -0.027479 0.049704 0.119005 -0.0416968 0.218918 -0.0734119 -0.0792828 -0.0453547 0.273108 0.0137102 -0.0689248 -0.104482 0.252029 -0.0922787 0.284941 -0.0650853 0.0824366 -0.166907 0.12766 0.305576 -0.00537976 0.0177756 0.106079 -0.0870495 -0.105085
internal_count=361931 332372 21518 310854 251671 166407 23711 12071 142696 6371 80612 79582 45913 1030 59183 39707 29183 5059 85264 5244 9447 3256 566 375 4493 62084 48149 13226 13935 13543
shrinkage=0.000980392


Tree=2718
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 1216 354 147 747 705 73 21 838 59 909 1038 703 633 768 1045 1097 471 87 979 769 972 1032 865 131 1455 54
split_gain=47.5646 30.0518 28.4937 45.1467 25.7378 25.408 24.8142 25.9046 24.4938 24.2582 25.2712 23.3335 22.8776 22.8313 22.2697 22.2552 21.756 22.165 23.7072 21.2654 21.0738 21.0443 25.4189 23.1685 21.6934 20.8393 20.6775 20.6168 20.6075 22.3516
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 1.0000000180025095e-35 -1.0035818654197759 -0.044493704381537387 0.98810451262880827 -0.0050352993931598944 -0.33306603231948056 -0.70163543588998201 0.33172799558754901 1.7621890616334766 -0.62658750036069699 -0.88201376903089468 -0.21201932282690017 1.576043574404842 -1.5457293869403588 -0.83652725724082988 -0.95342879297703587 1.0000000180025095e-35 0.56076668980743449 1.4755368708648944 -0.18459183902417517 -0.18266899146685639 0.95279440661678749 1.4787886395868426 -0.37314326152536875 2.9627295243953253 2.8571107612274447
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 14 6 -6 12 9 -1 16 11 15 28 -10 -4 -11 17 18 -8 -7 -16 -3 -23 24 -24 -26 -20 -14 29 -2
right_child=1 21 3 -5 5 19 7 -9 13 10 -12 -13 27 -15 20 -17 -18 -19 26 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.3541232857372365e-05 8.7901503616627965e-06 -5.8452445151338854e-05 -0.00026968487174813263 0.0003809464024616242 6.0734475401857547e-05 -0.00019655449134217931 -0.00022810278862522471 4.0862644286226532e-05 -6.0469327431957788e-05 -8.0604297537281748e-05 -0.00014238228678478806 -0.0001236772634907029 4.3742482855094147e-05 0.00013703853180811135 -6.5283742828806704e-05 0.00017835467037624516 0.00016297564758486314 -4.4749323962706008e-05 0.00064034110891162614 -6.8732941034730166e-05 0.00013382792490251627 -0.00020205210044252903 -0.00046801812859685544 -0.0001246067479692089 0.0016831606743016433 0.00025200337264096658 0.0025576804144881995 -0.00025105280030426934 0.00018402460504470314 -0.00021096935949870587
leaf_count=10316 106414 55380 1206 1780 6328 13866 146 12812 3120 3422 27411 7387 2165 16123 3944 4140 2708 29313 236 25113 5612 13657 76 439 142 126 27 3525 2682 2315
internal_value=0 -0.0317917 -0.0216991 0.0771144 -0.0274192 -0.0821816 -0.0175565 -0.0474036 0.0595254 -0.0650444 -0.104125 -0.0207362 0.003032 0.106107 0.0245659 0.0701935 -0.0199308 -0.038229 0.475794 -0.106421 0.0560538 -0.0807648 -0.176569 0.2818 0.7803 1.11706 0.880448 -0.146296 0.00944305 0.00439779
internal_count=361931 332372 262552 12542 250010 45307 204703 87602 29559 74790 42360 14949 117101 19243 10762 7562 32430 29722 409 38979 9556 69820 14440 783 344 268 263 5690 111411 108729
shrinkage=0.000980392


Tree=2719
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 126 789 1022 395 689 140 650 1249 834 769 706 355 1452 1470 759 1465 767 968 269 554 858 566
split_gain=33.293 29.9539 40.9686 31.6127 31.134 38.5228 37.743 62.8557 31.7017 29.4597 28.2876 29.0789 28.856 27.8762 26.4976 26.617 26.0933 28.0501 25.0342 25.54 25.0273 42.3124 27.6816 26.4097 25.9092 25.4326 31.8768 25.2474 24.8858 24.6793
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.1248358748350926 2.6552641023399333 1.0000000180025095e-35 -1.1110989058077336 -0.38614692990375338 1.6923072129381651 1.8362446977621718 -0.55738587327289035 0.53390540777970152 0.85558832110916161 1.4218347872305723 0.4926003403048807 0.88064864201853632 0.34880281829933329 0.28325886342528439 0.88588104778160826 -0.010565908317722831 0.85216676757878052 1.6850254067400623 1.0825608069246189 2.1710320005650359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 18 9 14 6 8 -8 10 -4 11 -6 -13 -12 20 -16 -14 -18 -3 -20 -2 22 27 24 -23 26 -24 -22 -9 -7
right_child=1 2 3 -5 5 29 7 28 -10 -11 13 12 16 -15 15 -17 17 -19 19 -21 21 23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.7945974781689296e-05 -3.128865135688543e-05 -0.00014163121849741138 0.00028354202161381926 1.2977856582145207e-05 -0.00013920367228251144 -9.930475240305434e-05 -8.5034095114567948e-06 0.00030893378698728134 -4.7931953173658547e-06 -6.6420292916390556e-05 0.00071583061352094518 8.9762799948571792e-05 2.6145441244332662e-05 9.819948116428355e-06 0.00018080623185754108 -0.00045226494549724096 -0.00015063313782406564 1.8045116588337709e-06 2.7873363581641132e-05 0.0006696228153943069 -6.2338521564720691e-05 0.00075190247972139947 -0.00018859280138941196 -0.00078417478033006467 -0.00018890546727549741 0.00044627307207789515 0.00044768515552011823 0.00035061238249652066 -0.00015277599302069623 0.00010831928626555526
leaf_count=29559 41258 6191 5244 5700 33669 82453 18652 4493 62084 1127 372 6206 10524 658 5803 422 20381 8802 2965 291 7342 734 1075 86 157 1136 509 661 566 2811
internal_value=0 -0.0275975 0.0473672 0.123541 -0.034187 -0.0463863 -0.0271767 0.0541813 -0.042161 0.222628 -0.0746937 -0.0805531 -0.0460719 0.271138 0.0116002 0.149452 -0.069918 -0.105968 -0.0624059 0.0895949 -0.00479173 0.0832549 0.0429734 0.508851 0.603414 0.22737 0.0407415 -0.0236074 0.261858 -0.0919507
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 6371 80612 79582 45913 1030 59183 6225 39707 29183 9447 3256 52958 11700 10723 977 891 2720 1584 8003 5059 85264
shrinkage=0.000980392


Tree=2720
num_leaves=31
num_cat=0
split_feature=785 50 194 203 1262 1229 1461 186 1463 1221 354 332 997 875 704 3 287 497 183 1388 1470 17 1079 1116 1011 540 979 223 1390 967
split_gain=18.6908 18.247 28.773 23.9139 26.7264 22.5815 27.8487 24.1387 22.9672 21.9137 21.8935 26.7095 22.6948 23.4065 22.0363 29.9133 22.2193 21.5176 21.0891 24.0463 20.8935 20.8471 22.884 24.7871 24.2881 24.5717 22.2245 24.2009 20.8299 20.7445
threshold=-0.86283290253235112 0.55630078546380823 1.0000000180025095e-35 1.3520813746060025 3.5384545238015002 0.68842730247739281 2.7053944010970539 3.4218915452636995 1.1980566001670445 1.9111042213368361 1.3851549945161543 2.6204014444019919 -0.55302200848745542 0.53568775283694692 0.62976179933493193 1.8796059881274112 3.4865236257581573 2.2206245932530155 1.2443391215191413 -0.57652719768419203 0.80180414350200069 1.5492125936641756 1.9634214862007473 -0.28286215341588289 1.3326183996331451 0.99026637822014563 1.2790043510123932 -0.132854833826243 -0.70765290724564045 4.8582610153608234
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 28 7 -7 8 -2 21 12 -12 17 14 15 16 -14 -3 19 -10 -20 22 23 26 -24 -26 27 -4 -5 -15
right_child=1 10 9 4 -6 6 -8 -9 18 -11 11 -13 13 29 -16 -17 -18 -19 20 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0021700892423390707 -0.0037056100431826599 0.0021872470760017702 -0.0033117795712436712 -0.00022279758446914645 0.030425876049801306 0.001062834073166699 0.028837556026517844 -0.031185958869996255 0.013117927992295171 -0.0066359541925821641 0.0055114170289633892 0.068433562638521336 -0.0018397610945033269 0.0033428204919358864 -0.0065136871169738948 0.013211926231632726 0.055181589469837936 0.017873269912262162 0.015867128281670442 -0.0046723335107896179 0.1045696665544051 -0.0050513379038195083 0.0042800772737146033 0.0015692684520352265 0.032836946905896502 -0.02092150560460862 -0.0082756552257865074 0.0017647602354381434 -0.010763658332443679 0.055599466742821985
leaf_count=29559 66403 20865 27696 5812 428 13745 415 731 1863 7528 8171 65 26997 8200 11209 1636 73 938 886 3729 39 10652 4907 59120 588 108 6274 23867 19336 91
internal_value=0 -0.0142762 -0.0250246 -0.0589688 -0.148103 -0.0420474 0.0410577 -0.0624386 -0.0584193 -0.00550642 0.0140655 0.123196 0.00188478 -0.0249547 -0.0475335 -0.0153037 -0.0332974 0.0589549 0.0793397 0.0150963 0.381483 0.000740825 0.00853483 0.00140751 0.140051 0.495475 -0.0342966 -0.0182723 -0.162066 0.0779172
internal_count=361931 332372 254127 113387 25576 87811 14160 73651 72920 140740 78245 8236 70009 48206 39915 28706 27070 21803 6517 5592 925 133212 122560 116957 5603 696 57837 51563 25148 8291
shrinkage=0.05


Tree=2721
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 727 1467 714 588 908 689 290 969 588 513 513 746 550 1241 803 589 647 589 763 1458 997 250 1324 551
split_gain=34.3481 29.7038 25.7033 33.0731 27.2317 27.6872 25.0588 23.9946 26.5439 45.1418 37.7299 32.3873 33.4817 32.7487 31.4813 30.928 30.6704 33.0486 27.8552 27.6859 26.0417 26.2793 31.2955 29.6518 26.4725 26.4019 26.4472 25.1153 25.1103 24.8799
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 1.0000000180025095e-35 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 -1.0798125146409936 -1.1110989058077336 1.979635823759073 -1.5723146068068512 0.71188872395471614 1.0454229551509682 1.0454229551509682 3.6288968102052546 0.29966714842153758 -0.67919258870259713 1.9682860324222273 0.34879007543356905 -0.87782724458594241 1.4824100882457953 2.0658545481690713 2.6054386111478895 1.8859961581257856 2.3830609921859591 0.32021642027523239 1.4753103760954882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 4 5 -4 -1 8 14 10 -10 -12 13 -13 15 18 -11 -18 -2 -19 21 -15 23 29 25 26 -24 -14 -20 -23
right_child=1 -3 3 -5 -6 -7 -8 -9 9 16 11 12 27 20 -16 -17 17 19 28 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9764750581718475e-05 4.2591968586816295e-05 -6.4086029267707977e-05 -5.4890704053730306e-05 -0.0001275813866686488 0.00018991773928020935 0.00010884444709231208 0.0001050398505284948 0.00015354962800719548 -0.00017004886474601376 3.8635755432091785e-05 4.3681098628011015e-05 -0.00034546021573872166 0.00012247143407266757 -9.5125223848001355e-05 -9.9213699158231974e-05 -0.00011254216353972866 0.00044211342430376161 -0.0016852492864372923 9.4263774020260919e-05 1.7704859889778202e-05 9.9614713058022918e-05 -0.00012785016873181318 -8.3156011339042337e-05 0.00041352422764377478 0.00031755192135752354 0.00046243953425875359 0.00019668620008237141 -0.001009344062372022 0.00042984642129572623 0.00072803585128951341
leaf_count=12551 34137 99935 8900 5398 6196 9111 17008 3145 16363 6970 18066 2937 4963 63920 9103 4973 1513 55 2316 141 4106 1324 22614 1273 1010 378 1804 115 1455 151
internal_value=0 -0.026982 -0.0142011 0.0449366 0.0747998 0.032425 0.0507843 -0.02377 -0.0271723 -0.0428888 -0.053982 -0.0419517 -0.0576494 -0.0677774 0.0168423 0.0432576 0.101029 0.347005 0.0669763 -0.437292 -0.0617245 -0.0702896 -0.0147236 0.20091 -0.0399805 -0.0541239 -0.064265 0.106112 0.231982 -0.0219026
internal_count=361931 332372 232437 29605 24207 18011 29559 202832 199687 147703 139024 122661 104595 99517 51984 42881 8679 1709 37908 196 96580 92474 28554 2748 25806 24796 24418 5078 3771 1475
shrinkage=0.000980392


Tree=2722
num_leaves=31
num_cat=0
split_feature=685 1430 15 423 1042 1286 336 842 1047 1450 681 1459 1467 1459 1456 1463 1459 1456 1451 21 1451 1467 1464 1467 1450 1467 1464 1459 1453 1452
split_gain=18.49 22.9004 23.592 22.6811 22.5495 24.7784 24.1116 24.4019 24.094 22.3689 29.6828 28.7251 34.9194 41.6129 49.3896 51.0321 42.7579 32.0293 30.7728 36.7084 29.9496 29.6763 43.6062 33.1529 59.5765 70.8841 56.2204 41.0969 50.4233 62.3121
threshold=0.58104764358843186 0.54622893720785959 1.7252490091840407 0.72250574080306496 -0.11122857220049673 4.0066926509047791 1.0000000180025095e-35 2.2269075305605894 2.317691104679422 -0.2957953744690755 3.5711739485310314 1.814812024170287 2.500819528513873 1.2659885913983882 3.5267996248326976 0.22129606780172761 1.1875571719422735 1.3778752582070839 -0.1417103590447519 -2.0253896295813014 -0.0066164517430368063 0.37373038027810929 2.206306815114301 -0.42730338151659453 -0.60748307490299713 -0.43593248692067116 -0.1219094853058012 0.027245158437713041 0.015182868257454333 -0.20992966078690614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -3 5 6 7 -2 -6 11 -11 12 13 14 16 20 21 -13 19 -15 -16 23 -23 24 25 -1 -26 28 29 -25
right_child=1 3 -4 -5 8 -7 -8 -9 -10 10 -12 17 -14 18 15 -17 -18 -19 -20 -21 -22 22 -24 27 26 -27 -28 -29 -30 -31
leaf_value=0.0026789760722231598 -0.0018452063029642128 0.0038263958287302526 0.0088082680837975099 -0.0086382834264191709 -0.0092912428539535692 0.064036304223543145 -0.013656152132116692 0.021126899798307768 0.023988967856155275 0.00095958865011535168 -0.018020880279868725 0.010244253766230805 0.01469808417972447 0.041353030475478121 0.012139378019981432 -0.0057380463436360711 0.023536024885525825 -0.02189037280504268 -0.0063889070410464476 -0.033950696759038647 0.046656040972216595 0.0023412467355891919 -0.022388519736476875 0.003889008834859234 -0.0096479057761000766 0.057338707740454797 0.0015935684870731399 -0.01037171303392574 -0.0088668420067445335 -0.0074710773496079255
leaf_count=25789 17329 10493 2008 2722 17957 60 3434 631 326 156467 1853 4031 1675 65 540 842 753 441 2551 1187 544 27826 1036 18416 14355 294 10754 13232 13561 10759
internal_value=0 -0.052132 -0.0847761 0.0302778 -0.0996041 -0.0448855 -0.0506072 -0.0172946 -0.171032 -0.00219918 0.0165824 -0.0228896 -0.0290428 -0.0331324 -0.0263306 0.314453 -0.0320435 0.147551 -0.267493 -0.566644 0.59871 -0.0354521 0.0299755 -0.0537545 -0.0105778 0.0673585 -0.0930369 -0.0934053 -0.0577028 -0.00287769
internal_count=361931 54960 41745 13215 39737 21454 21394 17960 18283 306971 158320 148651 144179 142504 138701 1926 136775 4472 3803 1252 1084 136022 28862 107160 51192 26083 25109 55968 42736 29175
shrinkage=0.05


Tree=2723
num_leaves=31
num_cat=0
split_feature=21 50 56 651 1470 1314 1470 631 703 871 1036 1318 1311 557 779 1032 1037 74 218 1319 915 837 1110 1465 1469 967 878 1053 702 55
split_gain=18.0782 19.4593 34.584 20.675 19.8624 19.5441 22.3589 19.18 19.1687 19.7118 19.0987 20.8249 29.0249 21.6691 24.846 20.445 23.2737 23.2092 21.5726 21.531 21.0762 20.6343 19.5308 20.6661 22.186 21.4417 19.4923 32.2073 31.7056 21.5868
threshold=-3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 -1.319112866592808 -0.82548413891789607 2.1658139678380679 1.2161577392413176 -1.6015642574650035 2.4008401756919917 -0.27642201460151267 1.7012098337961856 -0.35520776740599419 0.093572519193774462 0.13224400543380457 0.61450512789118727 1.1106697306871118 -0.61362673420877045 -0.36005994291466714 2.7461440753005042 -0.66607517144897854 1.1015310309247408 0.12913566510631219 2.1301194935230918 -0.13036897970239811 -0.1236336759908125 1.0000000180025095e-35 0.023168915469161836 1.9351594754191137 2.028461052144193
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 10 -2 -4 -10 15 22 -13 14 -14 16 17 19 -17 -7 -20 -22 23 24 -12 -26 -27 -28 29 -29
right_child=1 -3 8 -5 5 6 -8 -9 9 -11 11 12 13 -15 -16 18 -18 -19 20 -21 21 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.017048745688261872 -0.00015008739826070453 0.00026134424047295838 -0.0093864015346319229 0.0023630110976190274 -0.011569620003353626 -0.010030976189377788 -0.021247491427518791 0.023766599945499407 0.00039155339701897661 -0.011648510151103093 0.0019694376486532267 -0.015885564660468199 0.11826475939781154 0.0092518684306931165 -0.014482290001411637 -0.016016479328889475 -0.0091370982145525925 0.0074217838043345169 -0.018708437435705091 0.088004086737380902 0.0046815820663495171 -0.024900543718755091 -0.012777970561413672 -0.030778548899741066 -0.001650541293236171 -0.027183040691560419 -0.027895066471239113 0.0056559779234062087 0.17333316755980877 0.12537368103255506
leaf_count=716 3647 197008 3875 6376 12895 2684 1741 460 83583 2810 7190 286 119 146 69 3177 2661 9026 1063 43 4194 567 9902 606 3473 2544 549 478 21 22
internal_value=0 -0.00899242 -0.0297576 -0.0782969 -0.0956624 -0.111712 -0.0899905 0.052903 -0.00315856 0.00284328 -0.0795004 -0.137399 0.419184 1.01841 1.73565 -0.0260383 0.0370701 0.0907013 -0.127028 -0.162604 -0.0365674 0.0377169 -0.150031 -0.0861315 -0.0644942 -0.187717 -0.362538 -0.0733944 0.390318 0.249615
internal_count=361931 361215 164207 73939 67563 63456 50561 4107 90268 86393 48820 25405 620 334 188 23415 14414 11753 9001 2727 5824 4761 24785 14883 14277 7087 3614 1070 521 500
shrinkage=0.05


Tree=2724
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 1467 954 714 519 938 1049 791 588 896 513 583 928 1037 550 861 923 212 261 896 980 506 1248 621 748
split_gain=41.3596 32.4144 29.5896 33.6298 31.0557 27.2727 24.8542 24.2167 24.1566 46.1315 43.0097 34.0446 32.3426 31.0772 30.9371 30.5256 28.8221 28.2714 27.9136 27.6604 27.0723 30.9583 27.4218 26.362 27.5334 29.1783 26.1993 27.5809 26.1914 25.5907
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 3.2089320700182484 0.98873640907070304 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.285893796353293 1.0000000180025095e-35 0.71188872395471614 0.13351389361957308 1.0454229551509682 -0.55326332990463356 -0.52992354128753727 2.8450916879384303 0.29966714842153758 1.0000000180025095e-35 -0.86449023226567734 -0.47991770936573375 1.0000000180025095e-35 -0.28794826445342053 1.387606887902094 1.0000000180025095e-35 1.2891097522353114 2.536083470074082 -0.55983428269634117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 8 -3 13 10 12 16 14 15 17 19 -11 18 -10 -2 21 -14 -22 -18 25 -25 27 -16 -28 -24
right_child=1 7 3 -5 -6 -7 -8 -9 9 11 -12 -13 20 -15 26 -17 23 -19 -20 -21 22 -23 29 24 -26 -27 28 -29 -30 -31
leaf_value=5.830962764840804e-05 4.1353599796670185e-05 -7.5695790217277341e-05 -5.0914485379964785e-05 -0.00012317632309087495 0.00020387367253872079 0.00011156814276262156 0.00015772694916669784 7.3629255652693198e-05 3.1075899602368242e-05 -4.4802173560316844e-05 -0.00011574974351617648 -0.00016988408728497932 -0.00037336644934918083 -9.9466143022028072e-05 -0.00016113229591948526 -0.00011268937382480709 6.9196515549115015e-05 -7.2993264951767568e-05 0.00095359188636528081 0.00022550690856499054 -4.4042616433206749e-05 -3.9799487217806787e-06 0.0002824870682669059 0.00056307795283733588 0.00012281547988253309 -0.0003426312218554783 -5.7164931031120665e-05 -0.00052103484907235818 0.00076957784139948689 6.3843296159294752e-05
leaf_count=29559 34137 93974 8900 5398 6196 9111 3145 5961 19711 2426 44425 1684 1422 9103 9644 4973 2869 24268 138 3771 4615 12664 4136 1784 1443 157 9473 1190 183 5471
internal_value=0 -0.0257668 -0.0124149 0.0510208 0.0811001 0.0358296 -0.0226827 -0.065855 -0.0261456 -0.0411399 -0.0536779 0.0889805 -0.027778 0.0158354 -0.0553814 0.0420703 0.141215 -0.0223487 0.0390716 0.0656259 0.0359262 -0.0393239 0.100629 0.215622 0.338237 0.499189 -0.128366 -0.203524 -0.0411811 0.163645
internal_count=361931 332372 232437 29605 24207 18011 202832 99935 199687 147703 137340 10363 92915 51984 64607 42881 8679 44117 19849 37908 28308 14086 14222 6253 3384 1941 20490 10834 9656 9607
shrinkage=0.000980392


Tree=2725
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 712 1467 714 519 938 1049 868 791 588 513 583 550 261 896 980 457 154 1324 1395 703 954 972 675 689
split_gain=42.9245 29.8375 27.0956 33.1112 28.7539 27.4736 26.0061 24.8863 27.5001 47.6837 43.9009 34.6803 32.759 32.3743 31.2574 30.5959 28.4127 27.5211 26.7099 28.368 28.8401 25.3417 24.9525 24.9126 24.9821 24.688 24.4284 23.4086 23.286 25.8429
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.63779424894106762 3.2089320700182484 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.285893796353293 0.53022336195039899 1.0000000180025095e-35 0.71188872395471614 1.0454229551509682 -0.55326332990463356 0.29966714842153758 1.0000000180025095e-35 -0.28794826445342053 1.387606887902094 6.1394591223222692 0.71164494381510202 0.32021642027523239 -1.8051517084693585 -1.283126876610438 0.98873640907070304 1.6566539952153365 0.44359160413691395 -1.1110989058077336
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 4 5 -4 -1 8 14 10 12 16 13 27 15 17 -11 22 -18 20 -20 -12 -2 24 -19 -24 -3 -10 29 -15
right_child=1 26 3 -5 -6 -7 -8 -9 9 11 21 -13 -14 28 -16 -17 18 23 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001369866922983678 7.1216502484254364e-05 -7.6727408100653151e-05 -5.5548432303689114e-05 -0.0001274807077290268 0.00019307916022567377 0.00010745943400654109 7.7729338910511065e-05 0.00015509750306932731 -3.6822371808855508e-05 -4.4444709743027455e-05 -0.00012129311232249922 -0.0001738569881004722 -0.00017224278986872196 0.0002717605475090218 -9.9712753800082653e-05 -0.00011271833413497471 6.6727898752094272e-05 0.00090174955114969194 0.00056435212309411721 0.00011883913877216637 -0.00033573048299295527 0.0028582120972859841 -0.00033617140916508025 0.00042667757978381675 3.7712098660102983e-05 -6.1718804587444295e-06 7.3265777994439228e-05 -0.00023548210760675732 -6.5230284500459511e-05 5.0371136328085447e-05
leaf_count=3225 27646 93974 8900 5398 6196 9111 26334 3145 55572 2426 44399 1684 8546 2818 9103 4973 2869 144 1784 1443 157 26 1858 1455 2172 4633 5961 3206 6414 16359
internal_value=0 -0.0284122 -0.015611 0.0450627 0.0749137 0.0313766 0.0584027 -0.0254313 -0.0288938 -0.0448777 -0.0576076 0.087429 -0.0314507 -0.0191172 0.0158921 0.0421974 0.140142 0.0657728 0.214063 0.337526 0.500876 -0.122594 0.0423904 0.229696 0.0944579 -0.0888766 -0.0668659 -0.0478316 0.0473441 0.0872968
internal_count=361931 332372 232437 29605 24207 18011 29559 202832 199687 147703 137340 10363 92915 84369 51984 42881 8679 37908 6253 3384 1941 44425 34137 3771 2316 6491 99935 58778 25591 19177
shrinkage=0.000980392


Tree=2726
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 712 1469 21 1358 21 1116 954 899 220 1386 889 1181 1470 1321 981 211 5 578 882 1465 69 1466 618 779
split_gain=41.1527 31.0918 27.1751 33.9531 27.2554 27.9981 25.1543 24.9121 27.001 25.637 26.559 25.2036 23.8861 22.8425 22.8305 22.5237 22.4691 22.4601 22.4433 22.4067 22.3854 22.2971 22.5046 22.1602 21.0668 20.8496 25.1118 23.1483 20.7381 20.7126
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.63779424894106762 -1.0588145806293296 -0.13431221002227373 1.0000000180025095e-35 4.5933813388752975 -1.0477340759045499 0.98873640907070304 1.8419729237591864 -0.76478048334061477 0.79041794151907141 1.3149075955530187 -1.3088044079214605 0.78209301887286675 0.33406323204304156 2.543085592592472 -0.62944366619299574 -1.0821368227570305 -0.87905496296652397 2.1621367426492752 -0.51322729858334903 -0.23568316535777681 -0.18757875198010099 -1.4147875658213491 -0.37927031053793997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 4 5 -4 -1 8 11 -9 -11 -2 -3 17 15 -13 20 -5 -14 25 -10 -6 -23 -8 -16 27 -27 -18 -22 -7
right_child=1 12 3 13 21 29 23 9 16 10 -12 14 18 -15 24 -17 19 -19 -20 -21 28 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00013525845199074832 -0.00011844796400167962 -7.7048817288249798e-05 -5.4170805860244689e-05 -0.00057791849836288196 1.3572342005085364e-05 -3.0673244681733166e-06 0.00023773519674641526 -6.9644518594213795e-05 -8.160942451883916e-05 -1.4539507820996057e-05 0.0010782000523886369 3.7049680789371719e-05 0.0001450983449059076 0.00032974904531683113 0.00018151900850653794 -0.00047224331099998619 0.0010318873651503587 -0.00011524218520981128 -0.00018716645863071604 -0.00037267330734112972 0.0020993962808737014 -0.00034667377868812768 0.00031182262389894781 5.2751671027939483e-05 -0.00050191155729035477 0.00044273378892735384 -0.00027286935464218993 -2.4930925110112485e-05 0.0003180606616758247 0.00019342858596928616
leaf_count=3225 2693 93974 8900 934 2043 3858 3439 67524 11643 105251 76 3212 4512 459 9946 544 253 4005 1449 301 33 281 3872 22895 193 450 401 146 166 5253
internal_value=0 -0.0280865 -0.0150203 0.0457208 0.0759447 0.0335663 0.0568606 -0.0248537 0.0316149 -0.0361201 -0.0136289 0.0901064 -0.0673216 -0.131489 0.123593 -0.0296067 -0.0392609 -0.184351 0.0725823 0.203356 -0.0707097 0.194702 0.28126 0.0773713 0.171987 0.316999 0.128884 0.708876 0.614503 0.112543
internal_count=361931 332372 232437 29605 24207 18011 29559 202832 29981 172851 105327 16588 99935 5398 13895 3756 13393 4939 5961 1551 11842 6196 4153 26334 10139 1250 851 399 199 9111
shrinkage=0.000980392


Tree=2727
num_leaves=31
num_cat=0
split_feature=1097 269 61 785 713 713 1455 639 497 354 450 1358 422 420 900 710 930 629 487 747 958 419 928 647 1331 84 1452 1445 1244 1074
split_gain=34.2207 42.908 31.4191 29.6772 29.1901 28.1067 27.3333 27.0883 25.1293 29.6075 25.339 24.5353 33.0778 27.3595 24.2131 29.1623 47.4184 33.6933 36.8493 30.4333 35.7083 32.2103 31.3141 32.2208 30.1647 28.2981 27.4499 25.6372 25.3374 31.2814
threshold=-0.64966988391888181 -1.2832447556410924 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.8565720557184995 -0.63504731868640552 2.2206245932530155 1.2841085960417071 0.69231615738246322 0.48172645892998917 -0.56930751802845425 -1.4182273626983124 2.1273853924476502 1.9207401787728819 1.0000000180025095e-35 1.1923636192327456 0.81613437573249659 1.0000000180025095e-35 1.0000000180025095e-35 0.046512034601306478 -0.97827964681891932 -0.39658881029650567 -1.0674385962720063 1.4073521381958805 0.4926003403048807 0.18528947271751878 -0.80324577544460174 -0.72812877908444873
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -3 -4 11 -7 14 10 -10 12 -1 -13 15 19 17 18 26 20 -5 -22 -21 -24 -18 -16 -17 -23 29 -29
right_child=1 3 5 8 -6 7 -8 -9 9 -11 -12 13 -14 -15 25 16 24 -19 -20 22 21 27 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00014621607324708994 -8.7913786956356319e-05 -0.00018234879319964164 3.4714984183071084e-06 -0.00011383540860211737 0.00010193524422495148 -3.9450990779056878e-05 0.00023038831118544616 -0.00020128524154734673 -5.123491941131327e-06 0.00047585160481440679 0.00026637406717909448 0.00046030839795093949 -2.0541154594517115e-05 3.1672904203322043e-05 0.00019684736631015581 0.00024334234999312128 0.00046417459684914441 -0.00032318299243064427 -0.00015225994093844366 8.9333101593199463e-05 -7.1672316547694308e-05 2.3298295826977358e-05 2.555191988292441e-05 -5.4298591900399178e-05 -7.087461506954533e-05 -0.00029649504461330787 0.00061106317224560852 -0.00014103290155954463 0.00015796966481191967 0.00089194438250910055
leaf_count=19817 32744 1859 9003 33190 20222 9606 1814 23268 5302 818 1846 1050 43855 12301 4216 3258 481 455 841 14227 11222 4879 40781 53072 7053 588 1107 248 2224 584
internal_value=0 -0.00492853 -0.0551755 0.00563512 0.0806486 -0.114073 -0.0269476 -0.153103 -0.00364782 0.108433 0.0670959 -0.0351156 -0.0546828 0.0660957 -0.00955963 -0.014055 0.0837424 0.227623 0.275577 -0.0225812 -0.0698344 0.0107639 -0.00256041 -0.0173539 -0.0337689 0.139952 0.349244 0.120747 0.295723 0.645144
internal_count=361931 241217 120714 208473 22081 41877 78837 32874 186392 7966 7148 77023 63672 13351 178426 173622 13195 5661 5206 160427 52347 19157 108080 93853 7534 4804 4365 7935 3056 832
shrinkage=0.000980392


Tree=2728
num_leaves=31
num_cat=0
split_feature=728 813 1431 1255 423 1001 1188 838 152 912 765 761 921 1258 488 224 1469 954 837 1457 765 351 1091 609 570 706 1048 975 1189 906
split_gain=18.8649 19.5969 19.3438 18.6751 25.5801 18.1535 19.6367 27.2082 22.4255 20.2038 19.6225 18.1509 43.1581 21.5189 20.5396 21.8932 19.2468 18.5704 18.2413 17.9542 17.9253 17.8143 26.8725 20.0028 20.9739 25.2529 24.113 21.5338 21.0454 20.5
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 -1.4326479073684271 -0.78307791389786019 -1.1395296580871312 1.633571908596829 2.0251648413875682 -0.72688877092785975 1.0001101075732297 -1.6415368067011895 1.5021234709567175 1.0525743831388839 -0.58721980551269148 3.2837062419585581 1.0619463428896583 -1.3381350792132791 2.2664990475867119 2.1384019507834631 1.1311994888241439 -0.1858066219067549 4.0932393327620815 0.69009342306031496 -0.93177752141597858 0.36667329746944549 1.0110427364687535 2.1866812316742936 0.20030088407392402 2.3917266918659457 -1.311422072135666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 4 -4 10 -7 8 -8 -10 -5 14 17 19 16 18 -2 -13 -16 -14 -9 23 -23 -3 -25 28 29 -28 -26 -27
right_child=1 21 3 5 -6 6 7 20 9 -11 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=0.00044414454196987566 0.037940294119530316 -0.0043514351383648325 0.0071458882555195773 0.085017087853247603 -0.018274148995802795 -0.001732309067527689 -0.019685717615806987 0.13967599703294376 0.022739145406097991 -0.015733418655683108 -0.014312342152764385 -0.00450549969595889 -0.011430399304290854 0.04103885404513527 -0.011630543981564287 0.069013553068624278 -0.0053993288970481251 0.080919815615777504 0.081175331579826773 0.060317183708805538 0.017708023803333885 0.033387936669418548 -0.055685681939230527 0.0017496601902953703 -0.012421813227623507 0.03960198033384274 0.025695020038819336 0.15998263111422098 0.055466420974740742 -0.001335165310380352
leaf_count=215094 103 18032 940 34 3252 29518 368 32 935 210 2430 3333 259 466 253 105 42450 26 28 47 28 353 53 35397 4859 161 52 26 63 3024
internal_value=0 -0.037303 0.00134023 -0.0509169 -0.233347 -0.0343794 -0.0200176 0.231748 0.168261 0.310466 -0.257091 -0.0806242 0.0791761 0.538848 -0.0981785 0.494523 -0.104123 -0.0674244 0.0675373 0.0459762 1.69551 -0.0107127 0.45646 -0.0143299 0.0119727 -0.106635 0.0616603 1.36728 -0.226813 0.0261544
internal_count=361931 109090 252841 37747 4192 33555 31091 1573 1513 1145 2464 47070 4131 772 42939 386 42553 3359 281 306 60 62020 406 61614 43582 8185 3263 78 4922 3185
shrinkage=0.05


Tree=2729
num_leaves=31
num_cat=0
split_feature=785 705 909 1341 564 1183 414 432 225 653 889 1460 356 78 913 21 885 1467 1237 1466 838 638 1466 703 1455 1449 126 606 1455 494
split_gain=18.542 18.0317 20.3019 19.29 19.2528 18.3392 18.2339 20.4854 18.1885 18.0475 17.9683 25.684 17.883 21.441 18.0789 17.7992 27.5896 27.8393 26.3352 26.3122 26.1039 24.922 24.197 22.7785 26.7553 43.619 22.4792 23.4471 23.015 22.1763
threshold=-0.86283290253235112 -0.0050352993931598944 -0.62658750036069699 0.52236833838155217 2.5200032278459363 0.81731372204434261 -0.44665469041717104 -0.76844144984277929 2.1355079217421999 1.0000000180025095e-35 1.0000000180025095e-35 0.64450141300588693 -0.67552324567061783 -0.42476425024427944 0.59053926898141595 -0.70163543588998201 1.0000000180025095e-35 3.2089320700182484 2.2873089397629531 2.2763907064872897 -0.40747062757912583 2.3363763065401777 2.3341844375848217 -0.13675230553400289 0.80851755981579754 -0.4886477565438177 1.0000000180025095e-35 1.2983214193172208 0.8703138515806228 2.7699664139014426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 10 5 -5 7 -4 -8 -3 11 -1 13 14 -12 23 19 18 20 21 -18 -17 -21 -2 -25 -26 -22 28 -28 -23
right_child=15 2 6 4 -6 -7 8 -9 -10 -11 12 -13 -14 -15 -16 16 17 -19 -20 22 26 29 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0033600540132324541 -0.0013313246317827919 -0.0092786918867455766 -0.027255441528732278 -0.00012800123489529428 0.053954968400842164 0.022325430508248714 0.0071295696326887457 0.0017419320844046403 0.029473488094002298 0.0084900180777021817 0.033955657869492617 0.018279939174753439 -0.015470256935602984 -0.013479995443870081 -0.027700391355101169 -0.0035328083660940814 0.0014602009458763365 0.012139773003882715 -0.0093069934144947852 0.058475573875310619 -0.0039815094726482854 0.0059733669181128244 0.005261039269958679 0.0013305747526801053 -0.005252712960869925 0.014830240507362043 0.00035155824728893214 0.0081001412575310138 -0.0077682514526979749 0.074926410364618432
leaf_count=3806 43697 2187 323 1813 86 503 11625 3742 433 933 328 677 2520 499 84 93680 61443 1913 6210 90 32154 3354 3067 40748 1995 4568 30432 3905 5045 71
internal_value=0 0.0438661 0.0842568 -0.0281204 0.135694 0.0981481 0.116356 -0.0106842 0.15977 -0.0749503 -0.0809495 0.000560486 -0.211742 0.0712282 0.450122 -0.0135761 -0.0235669 -0.00431126 -0.00833913 -0.0555369 -0.00295734 -0.0634736 0.141252 0.0161846 0.051549 0.181766 -0.0333413 0.00201257 -0.0168053 0.150796
internal_count=361931 29559 19243 10316 2402 2316 16123 4065 12058 3120 7914 4483 3431 911 412 332372 241364 141102 139189 100262 132979 97105 3157 91008 47311 6563 71536 39382 35477 3425
shrinkage=0.05


Tree=2730
num_leaves=31
num_cat=0
split_feature=125 885 678 50 267 809 496 1315 858 1055 1081 630 1036 486 739 21 1449 1457 250 1449 1458 1469 1459 1450 1458 1457 1468 1454 801 1450
split_gain=18.2567 28.8944 26.0445 24.4483 26.8183 24.2934 20.9489 21.1151 20.61 23.2532 20.1866 27.1339 21.8134 27.7586 23.3535 21.6266 34.7861 34.5768 31.1177 30.9188 39.7409 30.7468 31.7912 29.1963 58.0766 44.6973 42.8088 39.0904 33.2063 31.071
threshold=1.5320262332576917 2.9080136987884808 -0.93019531031281677 0.55630078546380823 1.0000000180025095e-35 3.6226755291136299 2.3463228499188395 0.088245544742090745 1.0825608069246189 -1.207721006710577 1.0000000180025095e-35 0.034761250889893243 -0.071524060334860071 1.0000000180025095e-35 2.5106116815996127 0.62211875780133752 0.47799573524751798 -0.33496484878846661 1.0000000180025095e-35 0.35230925177867972 -0.6965956982293865 0.91216527557572424 0.015014468430795973 -0.61730124752240512 0.66908396227393185 -0.63296860188744319 0.18261141819633667 -0.2363894608792538 1.0000000180025095e-35 -0.43080633702116927
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 10 8 -2 -8 -4 -10 15 -12 13 -13 -14 18 19 -18 -1 23 -21 -19 -23 24 -17 27 -26 28 -25 -27
right_child=1 -3 5 -5 -6 -7 7 -9 9 -11 11 12 14 -15 -16 16 17 21 -20 20 -22 22 -24 25 26 29 -28 -29 -30 -31
leaf_value=0.0018243483082010755 -0.0073242260228497365 -0.017458662329219079 0.0055975776243401588 0.00099157717659974958 -0.0049429597959700262 -0.046391680636026618 0.00015534752839777287 0.10180852249626729 0.07664433508924999 -0.0050805646387566475 -0.00055833105439489009 -0.0072728421287387495 -0.010126149998660652 0.002200235301450526 0.022731967868521337 -0.011007929546975041 -0.0051232246560678823 0.0078924941053932392 -0.0035454259662529943 0.068179291932746411 -0.027708849446240958 0.012485898096708017 0.076756480474539965 -0.0038162733374138345 0.0049062880727264464 0.012105726045066231 0.062662111472612414 -0.0022050211628543005 -0.030801517282375068 -0.00022075363060419895
leaf_count=79732 3684 733 19358 78803 33287 111 61 35 34 2760 44260 10898 15156 9022 600 9775 2735 3944 21879 44 1065 229 147 982 589 3266 185 4158 1686 12713
internal_value=0 0.0448569 0.0570962 -0.0130329 -0.0254233 0.0827104 -0.117885 0.869308 0.087453 -0.079294 -0.0170475 -0.0501156 -0.105653 -0.0524456 -0.184939 -0.00144965 -0.0445157 0.0945096 0.0174337 -0.0753828 -0.450958 0.213699 0.813697 -0.0629723 -0.166297 -0.0189667 0.395898 -0.173986 -0.402626 0.0450607
internal_count=361931 26776 26043 335155 256352 22263 3780 96 22152 2794 223065 79936 35676 19920 15756 143129 41518 7055 101611 34463 1109 4320 376 33354 10549 22805 774 6826 2668 15979
shrinkage=0.05


Tree=2731
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 647 590 1469 1358 21 21 1116 889 986 899 211 5 981 1321 220 1386 746 951 779 1449 621 755 982 882
split_gain=31.5831 26.2814 27.3236 33.0386 30.1607 27.2856 23.7051 58.5512 23.0592 26.3873 26.1515 25.8119 24.4746 22.8717 22.6729 22.8781 22.5795 22.4597 22.3598 22.2871 22.2497 22.1942 21.4565 23.4191 21.0159 25.0437 22.0594 22.592 22.1537 20.8604
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.87782724458594241 0.58895901036483078 -1.0588145806293296 1.0000000180025095e-35 4.5933813388752975 -0.13431221002227373 -1.0477340759045499 1.3149075955530187 -1.0520142078483523 1.8419729237591864 -0.62944366619299574 -1.0821368227570305 2.543085592592472 0.33406323204304156 -0.76478048334061477 0.79041794151907141 3.6288968102052546 0.4454315257619969 -0.37927031053793997 -0.58632960250228139 0.15756737096759915 0.58583312291556033 -0.49637147031497558 2.1621367426492752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 7 -3 11 -10 22 12 -2 18 -5 -16 -6 -18 -13 -15 21 -14 -11 -24 -7 -26 27 -27 -29 -22
right_child=1 6 3 14 16 24 -8 -9 9 10 -12 13 20 19 15 -17 17 -19 -20 -21 29 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=4.688021299682667e-05 -0.00011867370572601703 -6.6469113513824266e-05 -5.5188344915927919e-05 -0.00070943553983560288 1.859713668452969e-05 -6.971988598529038e-06 -7.2660658692356409e-05 0.00042896968231514212 -6.9506724215726229e-05 -1.0592683551128439e-05 0.001072324732158678 -8.2211233777189911e-05 3.4835829244429187e-05 0.00031235713697724956 -0.00014027181347811283 0.00038241072933660914 -0.00034067659851214896 0.00031874369537711924 0.00060168106116055607 -0.00036993525801966987 0.00017730226417006389 -0.0004711775001439288 -0.00054110330722198638 0.00041287285483319354 0.00040813148567902689 0.00031932581508881081 -0.00010571159069610479 0.0003244027589553086 -0.00057559490337343163 -0.00050259116511478842
leaf_count=29559 2693 4821 8900 372 2043 3858 93730 1384 67524 104584 76 11643 3212 1250 4591 435 281 3872 199 301 9946 544 555 112 1521 1812 1389 218 313 193
internal_value=0 -0.02676 -0.0147499 0.0462046 0.0760237 0.0314452 -0.0628954 0.0769824 -0.0246124 -0.0354575 -0.0126272 0.0297369 0.086951 -0.039586 -0.128834 -0.0874619 0.201119 0.288355 -0.0713254 0.205305 0.119954 -0.0313689 -0.0138188 -0.373069 0.109437 0.194856 0.102016 0.224492 -0.18732 0.167738
internal_count=361931 332372 232437 29605 24207 18011 99935 6205 202832 172851 105327 29981 16588 13393 5398 5026 6196 4153 11842 1551 13895 3756 105251 667 9111 5253 3732 2343 531 10139
shrinkage=0.000980392


Tree=2732
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 647 590 1469 1358 21 1452 1456 820 554 1320 290 910 986 899 211 5 227 1184 441 746 951 779 1449 621
split_gain=31.3859 25.5403 26.4456 32.1684 26.8828 27.2646 23.3687 57.6524 23.3575 26.8606 26.3602 25.815 29.3558 25.7057 25.7012 25.4936 24.9704 23.5238 22.768 22.8938 22.4958 22.3305 22.2465 22.0046 25.4085 21.6058 23.5574 20.9789 24.937 22.0703
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.87782724458594241 0.58895901036483078 -1.0588145806293296 1.0000000180025095e-35 4.5933813388752975 0.039474337618497217 1.0000000180025095e-35 1.0000000180025095e-35 -0.90563038841174825 0.97912365359497311 -1.2172697628737557 -0.0241086401731689 -1.0520142078483523 1.8419729237591864 -0.62944366619299574 -1.0821368227570305 -0.78630253601485534 0.2689306506430052 -0.47787415904723435 3.6288968102052546 0.4454315257619969 -0.37927031053793997 -0.58632960250228139 0.15756737096759915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 7 -3 11 -10 25 15 -13 17 -15 16 -2 -14 -5 -20 -6 -22 -16 24 -18 -11 -27 -7 -29 -30
right_child=1 6 3 18 20 27 -8 -9 9 10 -12 12 13 14 22 -17 23 -19 19 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=4.7835954950227711e-05 -0.00032570008907258872 -6.4762646617993973e-05 -5.3115020291762135e-05 -0.00070828728638457723 1.1640906251054503e-05 -4.8259351914803474e-06 -7.0952767930536294e-05 0.00042706088603811809 -6.8761535723321066e-05 -9.312984869784054e-06 0.0010775660772080733 4.2728705077074391e-05 -0.00014676910077126627 -8.3232044125759475e-05 -6.6254927292135672e-06 -0.00023156538025816779 -0.00024520600135269279 0.00035479650802198179 -0.00013795484677668409 0.00038505523088555729 -0.00034568965361821867 0.00031132315953525546 0.00070524793648950074 0.00015031046007884169 3.1254566033286922e-05 -0.00054194781224370587 0.00041489927521584646 0.00040972848994702597 0.00022234436199043762 -0.00010365305783558949
leaf_count=29559 1214 4821 8900 372 2043 3858 93730 1384 67524 104584 76 10298 906 383 223 2678 2111 700 4591 435 281 3872 987 4275 6206 555 112 1521 2343 1389
internal_value=0 -0.0255897 -0.0137471 0.0462385 0.0756692 0.0335652 -0.0612292 0.0777284 -0.0234535 -0.0343735 -0.0113274 0.0312595 0.0987546 0.274454 0.462876 -0.0275418 0.00760692 0.0859398 -0.126546 -0.0850473 0.193793 0.280853 0.592512 0.0323067 -0.0332599 -0.0125251 -0.373197 0.111544 0.19692 0.104234
internal_count=361931 332372 232437 29605 24207 18011 99935 6205 202832 172851 105327 29981 13497 3199 1593 16484 13806 1606 5398 5026 6196 4153 1210 12592 8317 105251 667 9111 5253 3732
shrinkage=0.000980392


Tree=2733
num_leaves=31
num_cat=0
split_feature=1423 1450 1451 1457 1462 1459 1468 1464 1467 1465 1460 1463 1453 1462 21 1450 1458 1458 1185 1467 1467 1459 1459 1456 1458 1460 1304 1455 1457 1461
split_gain=18.3547 19.8325 32.5442 46.7617 51.6351 45.8923 37.969 55.0033 48.63 40.2216 40.038 39.5641 38.1502 34.9244 34.4366 37.547 44.2913 41.829 34.0074 33.7034 47.7434 36.4597 33.611 32.4147 31.7805 38.247 37.9501 31.2915 30.2425 29.9985
threshold=1.0000000180025095e-35 -0.35262914890079794 0.311727642589465 -0.17133938114537597 0.045835862831430298 -0.34879759806662525 0.95561638678793148 0.48374170966174707 -0.18311682575193569 -0.37751161810755612 0.30548030094620887 0.11958884464899855 0.028812427815994305 0.41759252774457617 -0.89074317784588486 -0.54877514458847465 1.9740088896168135 0.084403803362298288 -0.24500456369840753 0.27588322743799282 -0.31819417591303473 0.28033940150464115 2.0049806708981972 1.6651900077780224 1.0000000180025095e-35 0.9504607190545632 0.26328344503472478 1.9054184615762149 -0.24981860190110738 2.5032120688259147
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 6 5 18 9 8 11 10 -4 -8 13 -11 15 17 27 -1 -5 20 21 -7 -19 -22 25 -14 -27 -17 -15 -23
right_child=-2 -3 3 4 -6 19 7 -9 -10 12 -12 -13 24 28 -16 16 -18 22 -20 -21 23 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0099030479059814148 -0.0021946301301378215 0.00083882317297479479 -0.0067850762208479937 -0.010678232771157129 -0.0019291490907740985 0.034281835607418293 0.016118542659680768 -0.018919739588972227 0.041836244417439244 -0.012805598259184021 -0.032807434250212757 -0.043720967877827671 0.023989923815510787 0.0019048696148329049 -0.0028307041515129869 0.010363478813078787 0.044756673974908567 0.011696314547570377 0.013454518178998995 0.030146701052575654 -0.018734261413610398 -0.0033483459629012804 -0.030683459139461702 0.039285732455339506 -0.0073321286684279695 0.027456952016015848 -0.035184183228145177 -0.038991550480370125 0.051385622211940069 0.069925478966416224
leaf_count=4805 74863 158833 2696 1574 4634 983 596 578 754 3747 1238 228 1709 1056 88820 4211 361 3086 1351 1875 807 754 234 120 1073 207 342 195 149 52
internal_value=0 -0.000111913 -0.0216939 0.0480789 0.145763 0.256546 -0.0435702 0.230948 0.443604 -0.0948945 -0.295183 0.0504723 -0.00644308 -0.139367 -0.0412206 0.0786433 0.244037 -0.028234 0.0341066 0.387183 0.230177 0.426105 0.162656 -0.192962 0.175798 0.324186 -0.216135 0.162451 0.189132 0.0692062
internal_count=361931 287068 128235 26523 12150 7516 14373 2156 1578 12217 3934 824 8283 4952 101712 12892 4767 8125 2925 4591 2716 1789 3320 927 3331 2258 549 4406 1205 806
shrinkage=0.05


Tree=2734
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 540 497 728 1464 644 943 564 113 12 1024 1 766 279 1004 1115 822 1465 1106 154 51 1256 1260 497 686
split_gain=33.2262 27.4749 33.2743 34.5964 28.5371 30.1428 29.8182 29.1622 27.2634 27.1766 26.5249 25.7813 25.6641 25.0296 31.2865 24.1021 23.5529 23.2884 23.5227 25.9478 23.5154 22.8123 22.5333 26.2345 25.392 24.9293 23.7433 22.5084 22.4401 22.2065
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 2.9110317759397999 1.656418941702585 -0.49008176997875957 0.74657910936426475 -0.34929633066952553 1.4693784537238983 -0.50418770996360651 1.0000000180025095e-35 -0.28505987831433222 1.3727948663943095 0.14060148230820743 1.0970844756524005 0.65783273753703375 -0.67247122454611608 1.5234090504031934 -0.62135608139798226 -0.52774419131799011 1.7407510129396675 -0.15489933552323301 -0.68916341501484679 2.8265518582395983 -1.0169735538787228 -0.54875103442761752 1.6123350876002307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 7 13 9 -3 -9 -7 -2 17 -13 14 -6 -15 -8 18 20 21 -12 -20 25 24 -24 26 -5 -22 -16 -10
right_child=1 4 -4 22 5 6 16 8 29 -11 11 12 -14 15 28 -17 -18 -19 19 -21 27 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.0217195355508649e-05 -1.3944535055132967e-05 -3.2085102336842195e-05 4.5422872198442928e-06 -8.6483424144146717e-05 2.8712257095099057e-05 3.6805575060952084e-06 -0.00049385669845526529 -0.00014201014900364921 0.00017302945789969662 0.0003255517829136028 -5.8669836945472064e-05 -5.7939936410346083e-05 -0.00036585916502444464 8.5470043087133884e-05 -9.3730846402885292e-05 -0.00097888539020332763 0.00029123905089506929 -0.00016845348497794647 7.5722845122102025e-05 6.7213654264524863e-05 0.00091862953029296591 -0.00043032406711876936 -0.00023559898081939082 0.00029999580899615528 -1.9053905113252063e-05 -0.00038282934794799019 0.0018177398975364654 -0.00031474839069941412 0.00053930526165480743 -0.00021861173247881232
leaf_count=29559 78936 50676 62515 2368 1023 5594 679 1762 7243 1209 50039 4704 4628 1824 269 102 175 12556 880 13745 87 1193 8399 996 8202 6828 29 3187 1755 769
internal_value=0 -0.0252947 -0.0379683 -0.0554488 0.0105503 0.0964534 0.0187269 -0.0104778 0.0927999 0.0633137 -0.0443539 -0.0752729 -0.226381 0.221283 0.334277 0.0354685 -0.330579 -0.0631315 -0.0466588 0.032405 -0.0729986 -0.221869 -0.153872 -0.0984412 -0.127497 -0.280529 -0.0484866 -0.283974 0.472654 0.143799
internal_count=361931 332372 259292 196777 73080 12630 7657 60450 9774 6803 169955 91019 9332 4973 3047 1926 854 81687 69131 15818 53313 2073 26822 17597 16601 9225 2397 3274 2024 8012
shrinkage=0.000980392


Tree=2735
num_leaves=31
num_cat=0
split_feature=1442 478 1047 705 1116 992 951 665 804 678 83 498 913 15 1305 1453 396 194 610 924 71 1456 1459 6 1329 326 904 1292 1023 1040
split_gain=18.1625 21.6012 23.6917 21.8246 25.5222 26.5201 23.2786 37.2686 29.5032 30.5194 28.0001 26.315 25.0269 24.8347 24.7406 22.9814 22.6756 24.5477 22.4712 22.1759 21.5615 21.4957 23.4893 23.0732 22.9682 23.8373 23.5126 21.5042 21.3035 21.1279
threshold=-1.2625182715263061 2.664053297859589 -0.03951194542516432 0.99715813669032338 -1.0477340759045499 0.6146227839635201 0.4454315257619969 0.85652824257920523 0.45538871002063286 1.6243751288565669 -0.60074697868893046 -1.1058142205337476 1.5801030197356776 0.53843692662400267 -0.66537623572488702 1.7616286699460721 -0.65020177052412809 1.5271592296785539 3.288219859444637 1.0000000180025095e-35 1.4735049029802862 0.042545365537477266 0.42092846839687775 3.2320297193963041 -0.65142840695584103 0.65872944223055041 -1.1974289438107408 1.0000000180025095e-35 6.1500100900864334 0.010081822471888829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 3 -3 6 20 16 7 12 -9 11 -8 -10 28 -14 -12 -11 -6 -18 -16 -7 -5 22 27 -23 -24 -26 -27 -1 -2 -25
right_child=1 2 -4 4 5 19 10 8 9 15 14 -13 13 -15 18 -17 17 -19 -20 -21 -22 23 24 29 25 26 -28 -29 -30 -31
leaf_value=-0.0065932205623713373 -0.00163879330406857 -0.0010562269832351905 -0.012763793496219498 -0.012840071420424674 -0.0020979373195509454 0.0035308017840957476 -0.002563725591455557 -9.7734682911381886e-05 -0.012615728978406519 -0.033259554600226969 0.00069204520845237035 0.010235576624620933 -0.0039168340955616273 -0.017661982614673191 0.0054154963365889422 0.035454292673372488 0.0025019470452107111 0.014744207437864225 0.052420887746763012 0.01485117402450252 0.030514132514745863 -0.0067462825554464841 0.0097334976598938486 0.0040725687270764185 -0.0039527969639037291 0.040368950725164991 0.0051892014140804818 -0.00072169599419560676 0.032807140693035981 0.11349249702676976
leaf_count=19075 115881 9074 4882 2592 12364 5071 17601 19913 710 327 29654 8101 6098 2749 18846 55 20990 1968 120 3499 156 17568 4482 78 7872 238 2278 29487 158 44
internal_value=0 0.000337047 -0.104959 0.0041598 0.0471073 0.058131 -0.00565331 -0.0218052 0.048718 0.146754 0.0285369 0.172749 -0.0402644 -0.163457 0.0544771 -0.433408 0.0320185 0.0731836 0.114125 0.168412 -0.193268 -0.0421798 -0.0215523 -0.126479 0.0594246 -0.00508334 0.175704 -0.0507593 -0.0313108 0.997514
internal_count=361931 280809 13956 266853 46640 43892 220213 153992 29106 9193 66221 8811 124886 8847 48620 382 35322 22958 18966 8570 2748 81122 63432 17690 14870 10388 2516 48562 116039 122
shrinkage=0.05


Tree=2736
num_leaves=31
num_cat=0
split_feature=785 519 588 728 962 803 666 609 791 689 927 575 896 831 651 909 470 934 809 657 1324 512 580 1452 1470 1242 768 635 810 782
split_gain=36.0224 27.6885 42.0061 39.6128 41.858 36.8233 46.748 49.0765 39.7757 37.0027 32.4697 31.5282 30.5295 31.6791 29.9091 29.2497 29.1362 28.111 26.8026 33.8942 28.9055 27.7203 29.46 26.4922 30.7144 26.8387 26.193 25.9398 25.5155 25.5083
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 -0.49008176997875957 1.3714217264408297 1.9682860324222273 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 -1.1110989058077336 1.0483613175537825 1.0000000180025095e-35 -0.43454379769620094 2.0523937188146193 1.0000000180025095e-35 0.79941035963300433 0.66595742291584703 1.0000000180025095e-35 0.66649192610754393 1.0000000180025095e-35 0.26717198718394641 1.7364793524751543 1.0000000180025095e-35 0.79547082264194502 1.1841999613071987 -0.90710588520901525 -0.19952641630709647 -0.73395965499931781 1.0000000180025095e-35 -0.84243843966579501
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 11 17 5 8 -7 -8 12 -10 -4 27 -5 14 15 -14 18 28 19 26 -20 22 -21 -19 25 -25 -11 -3 29 -2
right_child=1 2 10 4 -6 6 7 -9 9 16 -12 -13 13 -15 -16 -17 -18 23 20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.0619593751910659e-05 0.00038615970955861007 -0.00034976065285972625 0.00029027838093829657 -1.9679468189255264e-05 -0.00012604915008967865 -2.5574490146227519e-05 0.00033079421033083725 -0.00056578509421525524 0.00014100209599434834 5.8842779464310876e-05 -0.00020952482294871519 7.3113695530993371e-05 -3.9269105475382063e-05 7.7335596034824798e-05 -0.0001584823729120024 -0.00017314524878969301 9.15978509699578e-05 -5.7199608310143203e-05 0.00015466120985732412 -5.5800072170202548e-05 -8.2316113363021406e-05 -0.00033760251540477214 0.00020995978654138168 -0.00023913856743900983 0.000849196493743247 0.00015287427207086088 -0.00017071524088855335 -4.4115583869405203e-05 -1.904447238320929e-05 9.310255873692335e-05
leaf_count=29559 1316 1645 3780 47025 45029 6555 3537 279 8544 3273 618 9681 42530 4816 30785 11276 8334 26497 5335 5009 4144 1186 4042 1008 227 3888 19972 5794 11286 14961
internal_value=0 -0.0279595 0.0441045 -0.0342953 -0.0480407 -0.0362368 0.0879949 0.270413 -0.0439546 0.00627252 0.223862 -0.00357777 -0.0658555 -0.0923386 -0.103937 -0.0692505 -0.0182293 0.0174051 -0.0462292 -0.0827078 0.0523833 0.0301977 0.0716399 -0.0283333 0.112764 0.0756126 -0.137903 -0.107728 0.0699021 0.122304
internal_count=361931 332372 21518 310854 251671 206642 10371 3816 196271 59839 4398 17120 136432 89407 84591 53806 51295 59183 42961 33482 9479 10237 9051 31620 5123 4896 23245 7439 27563 16277
shrinkage=0.000980392


Tree=2737
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 1469 21 1358 21 727 647 590 1116 1320 889 438 220 986 899 1386 211 5 1452 593 1161 1426 1458 746 838
split_gain=48.2537 30.8857 26.952 33.1719 27.5951 27.1531 25.8153 28.0159 25.9509 26.0918 25.7623 25.4061 64.813 25.3109 22.7861 23.2427 23.0512 22.6057 22.5861 22.9926 22.3363 22.0741 22.7133 21.4225 24.4268 24.0188 21.2665 24.1632 24.5673 23.5411
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -1.0588145806293296 -0.13431221002227373 1.0000000180025095e-35 4.5933813388752975 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.0477340759045499 0.97912365359497311 1.3149075955530187 -0.65900835909601374 -0.76478048334061477 -1.0520142078483523 1.8419729237591864 0.79041794151907141 -0.62944366619299574 -1.0821368227570305 0.31080832553362553 -0.58017643881618097 -0.92422161023524152 1.3963709736238232 2.6054386111478895 3.6288968102052546 -0.3447507444013474
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 6 4 5 -4 7 13 -8 26 -1 12 -3 -2 15 16 -9 20 -5 -20 -15 -6 -23 24 -19 -26 27 28 -10 -29
right_child=1 11 3 18 21 -7 8 14 9 -11 -12 -13 -14 17 -16 -17 -18 23 19 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-1.0558781143288182e-05 -0.00011944952630887455 -7.5393961764273285e-05 -5.6394421957334419e-05 -0.00071073582181934553 1.1858753145628178e-05 0.00010554786958027808 -7.2702263917408553e-05 -0.00024596225953657053 -1.0194087235458673e-05 0.001068112440171808 0.00011568362804671523 -7.9882215131284496e-05 0.00044578298812313077 3.6911738162340713e-05 -0.00028053910451930381 0.00024223263138711725 3.496406108565299e-06 -0.00018311655504658672 -0.00014393703879560428 0.0003793852638379447 -0.00047031950568016535 -0.00035226313787810787 0.00030902596693069306 0.00028473380770803946 -0.00029975865590200362 0.00019594154031085187 -0.00012833095612338472 -3.8536965763346422e-05 -0.00040206537504533393 0.00041989125681017001
leaf_count=12551 2693 4821 8900 372 2043 9111 67524 2194 92940 76 17008 93730 1384 3212 1700 1390 8109 1128 4591 435 544 281 3872 3832 486 4693 9840 796 629 1046
internal_value=0 -0.0308417 -0.0178257 0.0426529 0.0725258 0.0299184 -0.0276067 0.0298687 -0.0390589 -0.0164499 0.0611015 -0.0699059 0.074688 0.089433 -0.0423113 -0.010593 -0.0451928 0.12299 -0.132416 -0.0911875 -0.0294202 0.192058 0.278206 0.171133 0.0944329 0.155388 -0.017636 -0.00818598 -0.0138614 0.22397
internal_count=361931 332372 232437 29605 24207 18011 202832 29981 172851 105327 29559 99935 6205 16588 13393 11693 10303 13895 5398 5026 3756 6196 4153 10139 6307 5179 105251 95411 93569 1842
shrinkage=0.000980392


Tree=2738
num_leaves=31
num_cat=0
split_feature=815 1154 1028 1367 1453 114 1092 830 1434 212 885 789 858 896 513 583 728 382 591 600 154 192 907 1366 565 1427 1390 1124 609 969
split_gain=18.2922 46.376 24.065 29.9787 25.4694 23.0284 41.1134 29.0094 28.0057 24.4245 22.8508 22.8109 27.5108 25.7459 33.8984 46.5495 42.7661 33.9347 32.3487 26.045 25.597 25.5214 24.8248 22.7097 24.4916 22.4519 22.4312 23.2266 22.402 22.1728
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.35861621905537377 1.0000000180025095e-35 1.2041679343814773 -0.48224317521809829 1.6584701688122452 0.51653305516722414 4.511441230451303 -0.51183803960672403 4.8263866747680533 1.1248358748350926 2.1406758129868066 0.73822046824604237 1.0454229551509682 -0.55326332990463356 -0.49008176997875957 1.0000000180025095e-35 -0.73065235057769284 1.0000000180025095e-35 0.19813722272571829 1.0000000180025095e-35 -0.73385329269669686 0.90180248132876506 -0.31531596268524414 0.48575677691355118 -0.6094792540527062 2.2390973578839843 3.5487131243880286 1.688630563996478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 7 8 10 -7 -10 -4 12 13 14 22 -16 -17 -18 -19 28 -21 -13 -2 26 -25 -24 -8 -28 -20 -5
right_child=11 -3 3 29 -6 6 23 -9 9 -11 -12 21 -14 -15 15 16 17 18 19 20 -22 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-0.010593162010529499 0.0039705643047807573 0.00026570545916300707 -0.013056713065937579 0.00012053865508371892 0.0066404953920320298 -0.00073298951847115227 -0.038260616743786453 0.00094793211963105383 0.12493830817667889 0.022020208720371991 0.027939509436478591 -0.0045740223068496009 -0.0054089018579320134 -0.0016392800258956217 -0.0020538970611735452 -0.0038836522085897878 0.016007523722153454 0.021637686464274497 0.0063143641808371918 -0.025339642125986935 0.0082264790150750038 0.0029326584202831077 -0.001210324832487552 0.056681889947360856 -0.014746500898705606 0.0033982248327467535 -0.014071476691049294 0.11970730930935768 -0.09017700034795334 0.017792560139316765
leaf_count=22904 24516 89654 13847 15497 1954 18988 861 3940 37 114 146 22772 8201 33822 6393 2604 7157 1141 4135 725 405 7149 55315 109 196 17017 1385 24 27 896
internal_value=0 -0.0274204 -0.0788368 -0.0550605 -0.173266 -0.0992056 -0.0458887 -0.177725 -0.00421055 0.927112 -0.244026 0.00633319 0.0165862 0.0233336 0.0381312 0.111222 0.171848 0.219378 0.108205 0.0389968 -0.253821 -0.0514926 0.0192273 -0.346989 0.284923 -0.00193385 -0.437208 -0.24102 0.113927 0.0242496
internal_count=361931 170552 80898 56040 24858 39647 21714 17933 19139 151 13993 191379 161458 153257 119435 22587 16194 13590 6433 5292 1130 29921 96848 2575 305 72332 2270 1409 4162 16393
shrinkage=0.05


Tree=2739
num_leaves=31
num_cat=0
split_feature=785 723 519 588 925 150 911 803 666 609 747 689 567 633 959 1366 575 1457 1221 1439 1470 1051 1449 1011 1321 631 703 773 921 1257
split_gain=18.2097 17.7109 39.2186 40.461 36.6577 29.4382 28.9446 28.4202 43.6169 46.3129 31.9185 28.7768 36.0095 36.7264 29.0441 28.3854 27.8506 27.6212 26.8144 27.9911 26.6462 25.843 24.8621 24.418 24.0576 25.3084 23.6861 24.3368 23.6425 26.6648
threshold=-0.86283290253235112 -1.0570063487222232 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -1.2301087152435528 0.80962313860796276 1.9682860324222273 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 -1.1110989058077336 1.7811711699895054 1.4871122038500981 0.84086088814742543 0.90180248132876506 1.0000000180025095e-35 0.078020128969186059 1.0000000180025095e-35 1.0000000180025095e-35 1.1841999613071987 3.5926503781727646 -0.14747379796621402 3.1117664249846109 0.28522572505164062 -1.0029498793758955 -1.3989222878302801 0.80059971351201209 -0.67154223374145228 -0.1304687064883682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 7 16 17 -6 -5 11 10 -10 -9 14 15 -14 28 18 -4 26 19 20 23 -21 -22 -13 -24 -26 -2 -28 -3 -30
right_child=1 2 3 6 5 -7 -8 8 9 -11 -12 12 13 -15 -16 -17 -18 -19 -20 21 22 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=0.0022121113820401475 -0.0010630513325842847 -0.0023106131843715081 -0.0044542633435957968 0.018264873945914188 0.012497696272462017 -0.0025406082090144912 -0.003435193271211009 -0.011508254756575345 0.015340236584510848 -0.02916020432985841 0.0037189216317040801 0.0014870816524371283 0.00086505639190498785 0.017802874864847197 -0.0033730399699887685 -0.0061549948826279104 0.0049482265500257819 -0.00074859457229513435 -0.0047252415111786808 -0.0030022238529614741 -0.0010890085550303227 0.033793808776439394 -0.023034568569827472 0.019473883217865025 0.066859918500952825 -0.0049518243401627353 0.011343558372138013 -3.8008151352613459e-05 0.011089815605882632 0.001705465656408969
leaf_count=29559 4433 7760 6022 2868 1937 27764 852 2931 3876 279 4639 41466 9309 1745 11613 31929 8338 9974 46432 69867 5009 244 1706 804 73 591 10784 2963 7705 8459
internal_value=0 -0.0127183 -0.0209644 0.0724676 0.0231985 -0.0326258 0.264831 -0.0295953 0.0747757 0.246439 -0.0283202 -0.0357115 -0.0467983 0.0769432 0.0260055 -0.0549607 0.0213246 0.0820091 -0.0425053 -0.0242691 0.0165684 -0.0570097 -0.114091 0.0384602 -0.31556 0.0790618 0.134389 0.177491 0.0745252 0.120972
internal_count=361931 332372 274517 18080 57855 29701 3720 256437 11725 4155 7570 244712 209175 11054 35537 198121 14360 28154 166192 119760 49649 70111 7379 42270 2370 664 18180 13747 23924 16164
shrinkage=0.05


Tree=2740
num_leaves=31
num_cat=0
split_feature=871 56 1145 651 1071 346 50 852 1449 974 271 561 843 954 585 381 1347 359 1431 785 1122 358 264 1317 1112 430 1398 982 280 967
split_gain=31.1055 30.7137 32.8743 32.8119 37.3271 27.6881 25.6716 23.9865 23.9443 22.8599 23.341 23.9486 22.5185 22.4063 24.5541 23.5483 22.2379 28.3499 22.0635 21.9712 21.6676 21.7652 21.4302 21.4262 23.2577 20.9448 20.454 24.6056 20.3203 20.3192
threshold=1.0000000180025095e-35 0.58160213896575708 1.0000000180025095e-35 0.58396494997324677 0.69084194168817237 0.15096888093124367 1.0000000180025095e-35 1.0000000180025095e-35 0.74561756370782817 -0.94660405108123391 1.4046420712405217 -0.91508921876661442 2.1284334098236743 3.5442616861027205 0.59573659850611882 2.1979211646067411 0.67705179624153933 0.097776907082616271 1.0099929608726099 -0.86283290253235112 2.2988036194522414 0.98178070364387848 0.38646845251715672 1.7975379937333933 0.4698887808067545 -0.37028881819514847 -0.41352958565951037 3.0854258727671673 0.11758938572476174 -0.28005109173183712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 13 7 9 8 -5 25 -4 11 23 26 14 -3 -16 -13 28 -10 -8 21 -6 -20 -11 -25 -1 27 -7 -18 -27
right_child=-2 3 5 4 20 12 19 -9 18 10 -12 16 -14 -15 15 -17 17 -19 22 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=6.1387367033451355e-06 -6.461887336889459e-05 3.644085713708384e-05 -0.00015672644581505281 -6.9787314295851092e-05 -0.00019503420520031788 -7.4409960835112495e-05 0.00013918455327472444 0.00011928456368145948 9.8918961737515679e-05 9.196520349853476e-05 -0.00020025795916080044 -5.1866630511892128e-05 0.0003847433672498887 -0.00037100782050697147 9.852784160215121e-05 0.0003288364798214 0.00033941220046936819 -7.732380207253986e-05 -0.00050313871759645717 1.1536195592184197e-05 0.00054794543978125133 -0.0006297970871000601 0.00020851096766927145 0.00089463211116688269 -0.00067666207828328878 -3.6577530219860035e-05 -0.00020439774805831607 0.0009200522810849796 -4.0353453974197127e-05 -0.00014962376442835334
leaf_count=19555 71831 37178 8722 7823 2724 10422 6729 4554 8648 6327 4064 28211 417 471 9173 2251 2330 2439 865 73977 136 642 352 287 56 17776 14169 113 1030 18659
internal_value=0 -0.00736956 -0.0211474 0.0325418 -0.0516992 -0.0620772 -0.00180319 0.00371821 -0.03921 -0.032693 -0.0135973 0.00135976 -0.132789 0.0597161 0.0644348 0.148427 -0.0244099 0.100064 0.0648104 0.0225372 -0.244369 -0.278911 -0.266485 0.123812 0.664955 -0.0599208 -0.143749 -0.0612946 0.235722 -0.0940641
internal_count=361931 290100 225148 64952 15879 78587 146561 12377 65855 53466 44744 40680 25121 49073 48602 11424 34010 5799 9865 80706 3502 3366 1217 6670 343 55990 24704 10535 3360 36435
shrinkage=0.000980392


Tree=2741
num_leaves=31
num_cat=0
split_feature=51 1452 1465 1459 1459 1465 1454 1456 1458 1458 1455 1453 1457 21 1462 1450 1457 1462 1465 1452 1452 1466 1465 1469 1452 21 1461 676 1459 1464
split_gain=18.0206 18.4619 46.7548 43.0392 68.4091 42.1477 47.1816 52.2295 48.5067 52.7097 45.7324 51.0435 41.3678 49.1609 55.6998 41.3569 39.2442 41.2598 38.0525 37.935 73.7058 39.2698 42.16 70.7376 72.3362 45.6068 44.4805 36.6689 36.6468 53.708
threshold=1.0111847875080273 -0.58911782507014421 -0.58331477857565561 -0.16909159747159788 -0.05064362051825478 -0.57462309435395464 -0.37563712202834865 0.62634535540376146 -0.70351348424488058 -0.68670830865558485 1.0351366075872801 0.95496318747388242 -0.41944592117090779 -0.13431221002227373 1.6339883324580875 -0.54877514458847465 1.1644139362256081 0.51820475264331234 -0.12547148469317193 -0.37083480438412358 -0.36594460794295663 0.28675450570750938 -0.65327714863568986 -0.84637363804435373 0.85148356494928035 1.9458729514926574 1.2257192582534573 1.0212228572756148 -0.23672275088034492 -0.045917158466491741
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -5 -4 8 -8 -7 -10 11 16 13 14 -1 -6 -11 -18 -13 -3 -21 22 23 -22 25 -25 -24 -23 -14 -30
right_child=-2 19 5 4 15 6 7 -9 9 10 -12 18 28 -15 -16 -17 17 -19 -20 20 21 27 26 24 -26 -27 -28 -29 29 -31
leaf_value=-0.010132834881326809 -0.0025054617910688051 -0.0034811302945227714 -0.037230447687723094 -0.020486028706851581 -0.010977516901212136 0.011930691265175018 -0.0055062539277779855 0.008995665974710923 -0.039507979715632746 -0.00011805029268187675 -0.01801449484271642 -0.0065169652792070633 0.0031164301599032702 0.026981384179013787 0.060569595625931449 0.0072531064132426454 0.015226169218324188 0.096333540098364145 0.036366260249446024 0.041637721827522511 0.00361250198182157 0.0040465251877292033 -0.00049796466341520422 -0.0050593810714146996 -0.017550874854021736 0.020905706824100357 0.0080371175092661985 -0.0053198450696518625 0.034777972658412815 -0.03862838162583792
leaf_count=1125 54984 50123 417 1854 1991 6314 23614 3686 497 18915 1555 450 8638 2567 127 8351 1133 81 820 473 10535 39830 74817 24009 8725 809 8212 6225 893 161
internal_value=0 -0.00082303 0.0281096 0.107199 0.0099498 -0.00898498 -0.00370359 -0.0708742 0.0615087 0.0113946 0.0268316 0.0550976 0.194178 0.383239 -0.00541303 0.077805 0.0247228 0.422929 0.486538 -0.0119301 0.00390913 0.00117891 -0.0206993 -0.0827288 -0.144007 -0.0785446 0.00852153 0.0564686 0.112714 0.500194
internal_count=361931 306947 83189 25707 12196 57482 57065 27300 29765 23451 22954 21399 13511 3819 1252 10342 20129 1214 1270 223758 173635 173162 127107 44078 33543 24818 83029 46055 9692 1054
shrinkage=0.05


Tree=2742
num_leaves=31
num_cat=0
split_feature=253 1442 6 840 478 1318 355 466 1224 498 1313 1450 1028 209 914 1323 87 126 3 1430 206 89 10 14 1238 622 1116 269 1352 1386
split_gain=17.6991 20.4079 22.6548 27.2659 25.9605 23.0729 24.7077 22.0842 21.6449 26.1044 21.475 20.9651 20.407 20.3489 19.9579 25.9248 20.3641 19.6675 23.0493 19.4046 22.3674 21.7931 21.1058 23.7313 21.8032 20.8575 23.9192 19.6605 19.3821 19.4058
threshold=1.0000000180025095e-35 -0.962738934255707 1.1198348090837105 2.3725025729405069 2.664053297859589 -1.198491114584334 0.74558193782726945 4.0829916772624211 2.8827150069465595 -0.1544597449878847 3.0070736082328944 -0.43796921585269916 0.85792094380938277 1.5274344423401029 -1.50795570690915 1.0000000180025095e-35 -1.1864598455873463 0.70880289725806289 -1.2188380915446573 0.54622893720785959 -0.67234590578873088 -0.55490506194884859 0.12855330477370727 -1.2307321563040869 -0.40677623306953564 2.9988941682990409 -1.537781887715471 1.157225556610191 1.0113521650027655 0.25122009633746267
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 4 8 7 -6 -7 10 17 -10 19 -2 -13 -12 15 -14 -16 -4 -19 20 22 27 23 24 -3 26 -21 -22 -24 -30
right_child=1 2 3 -5 5 6 -8 -9 9 -11 13 12 14 -15 16 -17 -18 18 -20 25 21 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00021904584209132724 -0.0081882004144394147 -0.0066969221414537377 -0.0095167352223191962 0.019667147068548406 0.015361679131077118 -0.0070626586265940972 -0.031498244612401721 0.036002282476058342 -0.036750893695153532 0.16418699823728922 -0.038374911213525438 -7.8709823562743943e-05 0.00022068293497660939 0.042649857382452187 0.051850825191389727 0.078955741753166719 -0.012456525475787695 0.10797215125769316 0.0019033909047576495 -0.053966753863772698 0.0062095150571159071 -0.00099305971692558587 -0.014555663812706059 -0.0029407920400664929 0.048493154795717655 -0.031802874537344775 0.004899148932858653 -0.011963828058221614 0.03314920507241733 -0.023911439409898202
leaf_count=231805 15698 197 9537 521 575 2951 1195 236 22 20 375 22699 263 39 75 61 4852 28 1879 117 11788 28828 4141 6990 269 268 15149 900 282 171
internal_value=0 -0.0307636 -0.0113386 -0.109291 0.00392632 -0.200465 -0.277065 0.0136157 -0.135845 1.65724 0.0111178 -0.0806792 -0.0378835 -0.552297 -0.182302 0.389847 -0.226917 -0.142067 0.0686599 0.0141742 -0.00884505 0.0173492 -0.101005 -0.0263319 0.522935 0.0821351 0.0913889 0.0985251 -0.238836 0.275688
internal_count=361931 130126 86478 12007 74471 4721 4146 69750 11486 42 69514 43648 27950 414 5251 324 4927 11444 1907 69100 53566 41516 12050 7456 466 15534 15266 12688 4594 453
shrinkage=0.05


Tree=2743
num_leaves=31
num_cat=0
split_feature=785 728 928 864 728 470 507 657 784 296 899 795 193 588 771 1452 340 809 567 859 1303 876 707 728 705 678 65 556 954 1466
split_gain=43.9949 33.4247 25.6728 36.6399 31.0171 39.2106 31.5955 30.9644 30.5021 28.6994 28.4304 28.043 28.7924 28.6256 32.1925 27.4806 26.5147 25.9623 32.0765 26.7288 25.6103 25.5543 24.9799 24.8141 24.6962 24.5708 31.457 24.0672 24.0462 23.617
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.52992354128753727 0.72275257928592751 -0.90320472132347296 0.66595742291584703 0.65809631222906606 2.2603408215975165 0.9594655836162902 0.97371724083046562 -1.1099511895721397 1.0000000180025095e-35 1.0000000180025095e-35 2.250834115212506 1.4820751525130569 0.70902136653063086 1.3931997016493665 1.0000000180025095e-35 2.4149020376097221 -0.54135187694831066 1.0000000180025095e-35 1.0000000180025095e-35 2.275404811461061 -0.49008176997875957 -1.0843205382522954 1.0000000180025095e-35 -0.39289434837986426 -1.1030805907252186 0.98873640907070304 0.69604103696988961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 3 8 6 10 -4 -8 11 -7 21 13 -13 14 15 25 -11 19 20 -12 -19 -6 -14 -1 -15 -2 -27 -20 -3 -17
right_child=1 28 4 -5 5 9 7 -9 -10 16 17 12 22 24 -16 29 -18 18 27 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00012059870289171419 -7.6007902517855703e-05 -7.4700111671344074e-05 -5.6783296485733713e-06 -8.8301718635907218e-05 -0.00011788073086160945 -5.7976128029906515e-06 0.00017870925520918274 -0.00045780954597993487 0.0001339429740240724 0.00025010518858048996 -2.4402120802138337e-05 2.2390664271713635e-05 -0.00022331719742004369 -0.00021395090849787583 -0.00036925710434067711 8.9727263359143877e-05 -0.00034638151865736742 3.5516623338003274e-06 -0.0012682145185453793 -0.00016370830793675391 -0.00012256729037680379 -0.00037737381625291782 0.00098383866546528 8.3193770634031443e-05 0.00033975900440377343 0.00012215141187576511 -5.5702646295263519e-05 0.00073920869000544014 7.4140871177630799e-05 0.00039940445125557833
leaf_count=3396 11269 93974 34995 11569 10353 21541 6848 386 12743 3242 12371 5773 5063 439 1043 4377 455 28525 40 22248 10792 3867 76 26163 2079 11971 8568 327 5961 1477
internal_value=0 -0.0241499 -0.0105919 0.0224761 -0.0276863 -0.0476538 0.0241979 0.150824 0.0435113 0.0224281 -0.0735335 0.0183889 -0.0818254 0.0456388 0.0289644 0.0395658 0.196107 -0.0577072 -0.0224096 -0.110773 -0.0286082 -0.187311 -0.207132 0.0637278 0.258274 0.0126184 0.0571796 0.599268 -0.0648746 0.179341
internal_count=361931 332372 232437 76447 155990 113761 42229 7234 64878 25238 88523 52135 10912 41223 38705 37662 3697 74303 39684 34619 39317 14220 5139 29559 2518 31808 20539 367 99935 5854
shrinkage=0.000980392


Tree=2744
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 1022 859 146 647 590 1447 48 746 284 982 832 21 356 785 513 688 846 146 138 18 1451 915 81 911 1025
split_gain=48.8605 34.5944 26.9159 30.496 24.9931 24.6543 24.4116 23.6831 23.2515 58.2969 22.585 20.6733 21.8651 20.336 20.1855 19.9677 20.0329 19.9544 19.8071 22.3744 19.8533 19.69 19.6705 28.9082 22.8706 20.0423 20.8223 20.859 19.3993 19.3963
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 2.7503861831498626 -0.87782724458594241 0.58895901036483078 1.2420411362750934 1.8372674881307383 0.66766320980544069 -1.5898347461846811 1.7621802667917166 1.6895017578535427 -1.8362818876253988 -0.88459116152366701 2.9970139449733542 1.0454229551509682 3.4596073120309021 -0.53268848306471728 2.2368666814773395 -0.98223957276639073 0.96372854793908636 0.25091737626799537 -0.71904054308896115 -0.58492765455800277 1.0220698395793562 0.77266072190293822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 13 28 7 -5 10 9 -3 11 12 15 -4 -8 16 -2 -11 -7 20 -20 29 -23 24 -24 26 27 -25 -1 -10
right_child=1 8 3 6 -6 18 14 -9 21 17 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-3.5629739688177321e-05 0.0003346902948460856 -7.1037255719020901e-05 -0.00030860400748993562 0.0004400210374400127 0.00012101154838613727 -8.3468246552150672e-06 0.00013019160573007633 0.00030806710187914377 6.903883255293286e-06 -0.00023567155129949714 3.3327805019857349e-05 -0.00025291287948378917 0.00019448856042179836 1.7757735435254389e-05 -0.00046109890578891887 -0.00023237132949795281 -6.6549856108930888e-05 0.00051426947269414915 3.6337886410459418e-05 0.00042308211493630388 0.0013268611513908108 -0.00011103691567075194 0.00051940918093791903 0.0021969231485540626 0.0024058678044408216 0.00038120475019017436 -0.00029299258945858747 -0.0002582217174867427 0.00020525595201077981 -0.00015057713394646489
leaf_count=10974 747 4821 1203 1153 17008 98491 6164 802 22994 198 10062 4169 1324 33348 278 5573 64613 1186 3595 876 39 62243 292 31 33 406 914 37 1577 6780
internal_value=0 -0.0252299 -0.0114262 0.0379035 0.0673829 -0.0234532 0.158153 -0.0551646 -0.0666674 0.0718859 -0.0595375 -0.0762018 -0.0669543 0.00938539 0.108887 -0.0739955 -0.0632522 0.432059 -0.00213814 0.140287 0.0580921 -0.0777715 -0.104462 0.1363 0.736238 -0.0108836 -0.201617 1.00167 -0.00352187 -0.0250466
internal_count=361931 332372 232437 42146 29559 190291 7595 87290 99935 6205 86488 76426 72257 34551 6442 70933 65360 1384 103001 4510 3634 93730 63956 1713 325 1388 982 68 12551 29774
shrinkage=0.000980392


Tree=2745
num_leaves=31
num_cat=0
split_feature=1100 984 800 272 484 1390 1112 1311 76 1039 1146 83 589 791 720 513 513 854 797 861 717 839 1253 697 623 559 498 659 979 990
split_gain=17.8365 24.4153 21.4611 23.5416 22.3204 20.9044 20.0492 22.6042 19.8834 19.8945 19.5217 19.507 25.6683 25.5006 31.902 31.6001 27.7109 26.8345 56.6565 26.47 25.2223 24.6677 23.6992 23.6504 25.5656 24.3975 23.4337 22.8576 22.9837 22.0862
threshold=1.6293515030253838 0.89773723085465185 -0.57812715656594349 1.6568181847307961 0.86097350900685499 -1.805412847493906 2.7487430156651658 -0.12381473849555298 2.9761799680137027 0.59103504023006226 1.4355254717878594 -0.93250684745995005 1.0000000180025095e-35 1.0000000180025095e-35 -1.0766812576247231 1.0454229551509682 1.0454229551509682 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 1.0000000180025095e-35 2.778493016390716 -1.9781258900176917 0.75515149468064757 -0.22174804609314985 -0.48066800532286452 2.823279763470667 2.2359170208873898 1.301337591904723 0.22046490535518015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 11 -2 -6 -8 -3 -10 -7 12 -4 14 15 21 19 18 -16 -15 -18 22 -13 24 25 -21 -26 28 29 -19
right_child=1 8 4 -5 6 10 7 -9 9 -11 -12 13 -14 16 17 -17 20 27 -20 23 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.002364062642419347 0.028695253008335142 -0.0098173097951926511 -0.0069242492126794898 -0.0052931651526068168 -0.003471179296568021 -0.0026040935214898578 0.0014174952442354619 0.072370384249562783 0.10082231809669773 -0.029663329618167283 0.0087494721450166318 -0.034316292624150722 0.00022177134259469713 -0.0022332907343629977 -0.0037238053335713821 -0.0077146009411543873 0.00093956848340068233 -0.0024148046055927548 0.014712092231596099 0.0062388658434937832 0.012528479170790065 0.038837181727873239 0.0053036781976266 -0.0031316708891097238 0.0073471795387027652 -0.0049701428105031554 0.088438807381603535 -0.0097898319575540262 -0.0074330061373262786 0.0016288843490066302
leaf_count=56966 391 10695 15148 6673 40412 34594 159 91 53 55 3149 223 16219 20991 4529 2395 3772 53170 3202 4385 4689 226 14899 6699 13892 5696 33 5189 8504 24832
internal_value=0 -0.0572358 -0.00147766 0.0343993 -0.0115127 -0.0267637 -0.0648347 0.585513 -0.183452 1.06566 -0.0335695 -0.00252624 -0.0604824 0.00591729 -0.013409 0.0707121 0.0438402 -0.0298634 0.0906827 0.0223123 0.15343 0.107958 0.0965569 0.0625685 0.0933748 0.00449228 0.151825 -0.0414111 -0.0329951 -0.0210839
internal_count=361931 48937 312994 63639 249355 38134 40662 250 10803 108 37743 208693 31367 177326 117169 17743 60157 99426 7731 51696 8461 15348 15122 30705 24006 10081 13925 91695 86506 78002
shrinkage=0.05


Tree=2746
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 727 597 1467 714 519 938 1049 868 791 588 513 550 457 1324 450 382 154 703 972 1383 986 899 954 1470
split_gain=34.9549 26.1441 26.0897 31.7892 28.2754 27.5584 22.9219 22.8544 22.8361 25.2391 40.3394 35.3219 33.8829 32.3966 33.4509 31.4065 27.8213 25.7447 25.4757 24.522 23.9343 25.3834 23.8563 24.8079 23.6662 23.6365 22.5292 22.8589 22.3597 22.4487
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 1.0000000180025095e-35 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.285893796353293 0.53022336195039899 1.0000000180025095e-35 0.71188872395471614 1.0454229551509682 0.29966714842153758 6.1394591223222692 0.32021642027523239 0.69231615738246322 1.0000000180025095e-35 0.71164494381510202 -1.283126876610438 1.6566539952153365 -1.7032299756598743 -1.0520142078483523 1.8419729237591864 0.98873640907070304 0.78209301887286675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 4 5 -4 -1 8 9 15 11 13 20 14 24 16 17 22 -13 25 21 -12 -2 -24 -11 -19 -5 -28 -3 -30
right_child=1 28 3 26 -6 -7 -8 -9 -10 10 12 18 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-1.3353553702450603e-05 7.0500770419947719e-05 -6.987160102634738e-05 -5.3786158555781924e-05 -0.00070449202535939593 0.00019393971173780898 0.00010967925130670834 0.00010607527953713101 0.00024619879999960171 0.00015000816319258244 -3.6888249609515853e-05 0.00019561752366984228 -0.00011200242215204352 -0.00017927214472639194 -0.00017186063390965206 4.8298086966438937e-05 -0.00010048793212942953 -0.00010593673708237939 0.00094056349045772592 0.0028850188022400188 0.00042176146717150573 0.00033136661685837318 -5.0291156261209277e-05 -0.00033520808323031639 -3.4198624698220516e-06 -0.0002379643747878301 3.724754474991864e-05 -0.00013628965033385445 0.00038679850675250302 0.00014788984838118974 -0.00018511413214499948
leaf_count=12551 27538 93974 8900 372 6196 9111 17008 1237 3115 54954 3434 44273 1683 8495 25444 9073 4965 119 26 1436 1836 3382 1855 4620 3185 2162 4591 435 4512 1449
internal_value=0 -0.0242152 -0.0122227 0.0473971 0.076655 0.0334282 0.0542812 -0.021877 -0.0240229 -0.0273556 -0.0427907 -0.0546039 0.0793264 -0.0309241 -0.0185609 0.0156858 0.0421863 0.0647933 -0.113108 0.224869 0.131723 0.0752766 0.0422044 -0.0865067 -0.0480607 0.0892255 -0.124603 -0.0833002 -0.0603182 0.0752933
internal_count=361931 332372 232437 29605 24207 18011 29559 202832 201595 198480 146712 136377 10335 92078 83583 51768 42695 37730 44299 3717 8652 6816 34013 6475 58139 2281 5398 5026 99935 5961
shrinkage=0.000980392


Tree=2747
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 647 590 986 899 211 5 597 1467 714 588 908 588 689 290 969 513 746 1241 513 550 250 1324 589 689
split_gain=30.5951 28.1946 24.794 31.5226 27.9023 27.3925 23.5303 57.4846 22.5787 22.5838 22.4303 22.2593 21.9359 21.4406 24.4228 43.8997 34.4399 30.9852 30.3911 33.0291 31.5874 27.5985 32.309 27.5514 27.3276 26.2517 24.8484 24.5177 24.1375 28.7956
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.87782724458594241 0.58895901036483078 -1.0520142078483523 1.8419729237591864 -0.62944366619299574 -1.0821368227570305 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 -1.0798125146409936 0.71188872395471614 -1.1110989058077336 1.979635823759073 -1.6771163057449063 1.0454229551509682 3.6288968102052546 -0.67919258870259713 1.0454229551509682 0.29966714842153758 2.3830609921859591 0.32021642027523239 0.34879007543356905 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 5 -4 7 -3 -5 -10 -6 -12 13 14 17 16 -16 24 -18 20 -20 -17 -23 -24 25 -2 -21 -27 29 -22
right_child=1 6 3 8 10 -7 -8 -9 9 -11 11 -13 -14 -15 15 21 18 -19 19 26 28 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=4.8672512123172981e-05 4.134639250099667e-05 -6.4129953045779158e-05 -5.3959358499942416e-05 -0.00070546580391942317 1.4329059062190364e-05 0.00010905300188560417 -7.1065869341287716e-05 0.00042749630691032168 -0.00013589107976556624 0.00038430449016421605 -0.00034361809109004313 0.00031380688000346281 0.00024187085938704028 0.00014580030234618175 -0.00016358068256454338 4.1874298505302263e-05 4.2517499960320058e-05 -9.9212707535791686e-05 -0.00039364418217724639 0.00012343860217783195 -0.00014775725717671565 0.00043185819847766803 -0.0016841032001337092 1.5401609597990641e-05 -0.00010435212372906079 8.9237860104815223e-05 -0.0010061656235030418 0.0004235942015707743 -8.6482139044472564e-06 -4.9518838018287355e-05
leaf_count=29559 34013 4821 8900 372 2043 9111 93730 1384 4591 435 281 3872 1237 3115 16329 6941 17966 9073 2072 4945 24524 1501 55 141 4965 2281 115 1436 29657 42466
internal_value=0 -0.0238107 -0.0113483 0.0467955 0.0759387 0.0330031 -0.0612933 0.0782802 -0.124568 -0.0832058 0.196405 0.283451 -0.0207622 -0.0228659 -0.0260964 -0.0412835 -0.0523032 0.0162606 -0.0407131 -0.0560566 -0.0662164 0.101269 0.336303 -0.439013 0.0425877 0.0649904 0.107131 0.22668 -0.0611931 -0.0861365
internal_count=361931 332372 232437 29605 24207 18011 99935 6205 5398 5026 6196 4153 202832 201595 198480 146712 138074 51768 121745 103779 98719 8638 1697 196 42695 37730 5060 3717 96647 66990
shrinkage=0.000980392


Tree=2748
num_leaves=31
num_cat=0
split_feature=470 257 56 809 148 1466 1430 806 1451 189 531 1226 794 421 1459 1459 321 569 812 808 830 822 210 1434 639 1392 0 47 69 86
split_gain=18.0523 32.8715 27.9033 31.4412 24.6364 24.4053 23.0107 27.817 37.8192 23.7652 22.8549 22.1375 22.0471 27.514 25.0289 26.8924 22.2883 21.6752 28.0882 20.91 20.6139 23.3846 20.3034 20.0807 19.6258 24.2002 19.2606 26.6866 19.1256 21.2686
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6518864604429058 -1.3308989143581884 0.51364500316626394 1.4660437873930479 0.53322213276968733 -0.0066164517430368063 -0.69348768723690357 1.9322150810946037 2.7860623538189473 2.2041218380651819 0.49349043651487579 2.2026343062995877 3.1432092017278728 1.3688699032798501 -1.2520831922325053 1.3776039159878068 1.2180576537285257 1.9329096456298644 0.83661073364336447 1.5157115809403747 -0.42195508979895918 -0.58249728456246441 -0.68024590946018304 -0.093146615228024685 4.0554879421170904 -0.32306635105106091 -0.44570939544712268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -4 20 7 24 22 -10 11 -6 19 14 16 -16 -14 -8 -19 -1 26 -22 -9 -11 28 -26 -3 -28 -7 -30
right_child=-2 5 3 -5 10 6 17 8 9 23 -12 -13 13 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0050522785258904539 0.00035043074722162712 -0.0033523123659759905 -0.025721638047556381 0.038642167284416357 0.0021859875544941345 -0.0035387412947979809 0.049915922930925526 0.0026251681836972165 0.002693664554982318 0.013773603989163337 -0.018545383733015088 -0.03446651212574587 0.0051136607896010459 -0.017693399338693943 0.10787594349664563 -0.065318571421650359 0.047914637140845817 0.0062404917430155405 0.051521458848946315 -0.015082929617707158 0.010803672346320448 -0.013126362001192955 -0.038664584869004925 0.04122027953784127 -0.01483511184509622 -2.2844943339719653e-05 0.00034817448279230177 0.061750804811577714 -0.0028331512554776971 0.021408857107978123
leaf_count=51588 191352 35408 741 239 17030 1471 159 1547 525 557 1074 303 1896 861 53 21 178 1302 150 6964 3165 661 165 668 2184 5325 34358 68 634 1284
internal_value=0 -0.0265907 -0.0710471 0.00936755 -0.00416315 0.000538058 0.0782878 0.047556 0.215642 0.428251 0.0119813 0.0325724 -0.104641 0.131116 0.281925 1.53255 0.212182 0.307986 0.226361 -0.117477 -0.0180066 0.140857 -0.0268967 0.590676 -0.0100051 -0.0761331 -0.0275011 0.0102668 0.128571 0.267246
internal_count=361931 170579 80948 19387 19148 89631 15971 14360 3462 1750 18407 17333 61561 3009 2148 74 2074 1611 1452 58552 73660 3826 1712 1225 10898 7509 69834 34426 3389 1918
shrinkage=0.05


Tree=2749
num_leaves=31
num_cat=0
split_feature=785 1309 200 1097 146 61 1303 1398 1088 727 21 547 1050 361 1449 296 1400 557 1387 831 530 637 617 830 1462 878 422 1177 21 1042
split_gain=33.6291 25.3819 32.1852 32.9861 27.691 26.7622 26.6576 25.401 23.9984 23.7817 22.5557 36.0895 29.8414 28.5803 28.5218 30.7388 24.0742 23.8597 25.9572 23.7029 22.3063 24.7159 21.9137 21.8619 23.5503 23.4555 24.3618 21.6341 23.2019 24.3209
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.67281916063428748 -0.95342879297703587 3.0783482178314734 3.2658335243644596 1.7160994611581364 0.044858320589037236 2.7639737144699819 1.0000000180025095e-35 -0.13431221002227373 1.0000000180025095e-35 2.0594537109710127 -0.41947166002477487 1.6835273741192649 0.16919131917430916 1.1005526702613275 -1.1901969869699827 2.461898709391122 -0.81411230233246201 0.52543682819962123 -1.2009214599232916 1.6614250791469047 0.70639586890216266 3.8184655586880809 1.6473864309851525 0.9847938540803961 1.1288173896071474 -2.2144973715372043 2.3152256070832018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 6 5 -2 27 -6 23 -1 11 17 16 14 -12 -16 20 -5 22 -14 -13 -22 -19 24 -3 26 -25 28 -4 -30
right_child=1 8 3 10 7 -7 -8 -9 -10 -11 13 12 19 -15 15 -17 -18 18 -20 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-1.6627751333627968e-05 -7.8715359319216939e-05 -1.5383812745765262e-05 0.00072157071301152389 -0.00022369058943389665 0.00014487485291795013 -0.00051029709296517034 -0.00032192030855700959 0.001383625060465061 -0.00024680346556923044 0.00010487991227512934 1.5625351000531815e-05 -9.8590518708536575e-05 0.0010772516595570817 -6.3659013750897619e-05 0.00053600871472366972 -0.00047574364288431917 -0.00028240150196603286 9.2533919925888398e-05 0.00051595524448746772 9.4243772552211818e-05 -0.0002949614382214582 0.00019169483584537521 -0.0002159780177692865 5.4350765644612299e-05 0.00027979625266004541 -0.00012535366317977317 0.00024382373489577683 -0.00020969119301973943 -2.5284040781139439e-05 -0.00030692002642077201
leaf_count=12551 83560 72540 208 1471 270 1101 3139 95 1821 17008 21821 9912 173 41677 770 170 3046 26149 642 331 784 3486 1503 16389 1055 2358 3380 6557 25695 2269
internal_value=0 -0.0248006 -0.0395031 -0.020321 -0.0815318 -0.0852346 -0.0885515 0.516221 0.00374012 0.0521081 -0.00268417 0.0357495 -0.0567702 -0.0296282 0.0335953 0.385656 -0.076125 0.0792036 0.0919126 0.480681 -0.0351004 0.11178 0.0817242 0.00830768 -0.0104682 0.0659367 0.0903133 -0.0688075 -0.040141 -0.0470232
internal_count=361931 332372 234829 149803 85026 84661 37868 365 97543 29559 111935 47497 17732 64438 22761 940 17228 29765 28294 504 14182 4270 27652 95722 73595 22127 19769 34729 28172 27964
shrinkage=0.000980392


Tree=2750
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 727 1469 21 1358 21 1116 647 590 986 899 220 889 981 1386 1321 211 5 882 779 1449 497 759 746 951
split_gain=36.1962 31.8146 26.3576 31.9627 27.5176 27.5004 24.0549 23.3916 25.6115 25.1757 25.7712 24.3663 22.6479 56.0306 22.6219 22.8764 22.4889 22.2458 22.3532 22.2447 22.1631 22.1346 22.4273 20.8903 20.857 24.9271 21.8898 20.8668 20.8413 23.2553
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 1.0000000180025095e-35 -1.0588145806293296 -0.13431221002227373 1.0000000180025095e-35 4.5933813388752975 -1.0477340759045499 -0.87782724458594241 0.58895901036483078 -1.0520142078483523 1.8419729237591864 -0.76478048334061477 1.3149075955530187 2.543085592592472 0.79041794151907141 0.33406323204304156 -0.62944366619299574 -1.0821368227570305 2.1621367426492752 -0.37927031053793997 -0.58632960250228139 0.18233234504617932 -0.38185557403879594 3.6288968102052546 0.4454315257619969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 4 5 -4 -1 8 11 -9 28 -2 13 -3 -5 -16 19 18 -10 -13 -19 -6 -23 -18 -7 27 -27 -26 -11 -30
right_child=1 12 3 14 21 24 -8 9 17 10 -12 16 -14 -15 15 -17 23 20 -20 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-1.533378329939734e-05 -0.00011588865510374806 -6.9124435494125324e-05 -5.3129343667846614e-05 -0.00070537783340531024 1.5393559310926671e-05 -3.7984198165226636e-06 0.00010689712070977288 -6.6589477511448984e-05 -7.8981466029874963e-05 -8.9966989822689292e-06 0.0010674704680956283 3.6418538745111764e-05 -7.5078999284863084e-05 0.00041544942602001497 -0.0001366270300280962 0.00038647537216462621 0.00017993480472746574 0.00031166107579333886 0.00060552722033329666 -0.00047049739633272034 -0.00036912303358788601 -0.0003459968295522832 0.00031288175416644792 -0.00050108282449239344 6.9017509895902241e-05 -4.3391205810089828e-05 0.00027064360975838836 0.00057365576814729236 -0.00053417932805244564 0.00041633355815850933
leaf_count=12551 2693 4821 8900 372 2043 3858 17008 67524 11643 104584 76 3212 93730 1384 4591 435 9946 1250 199 544 301 281 3872 193 522 2056 1676 999 555 112
internal_value=0 -0.0258828 -0.0126521 0.0472372 0.0765651 0.0339482 0.053912 -0.0223465 0.0324193 -0.0332778 -0.0109667 0.08942 -0.0656195 0.0710737 -0.125074 -0.0837039 0.122359 -0.0366925 -0.0680278 -0.0298196 0.204904 0.19603 0.282402 0.170417 0.112268 0.197402 0.10473 0.418389 -0.0121495 -0.366379
internal_count=361931 332372 232437 29605 24207 18011 29559 202832 29981 172851 105327 16588 99935 6205 5398 5026 13895 13393 11842 3756 1551 6196 4153 10139 9111 5253 3732 1521 105251 667
shrinkage=0.000980392


Tree=2751
num_leaves=31
num_cat=0
split_feature=1430 1298 884 1444 708 12 61 1290 500 531 461 1456 1458 1451 72 1464 1469 1468 1242 1454 151 227 764 358 637 85 147 1170 146 1252
split_gain=18.0563 37.7778 26.8182 21.9562 20.2893 20.0387 22.5124 20.95 28.2966 26.461 23.4806 22.7328 24.7851 23.3284 20.9011 20.1637 25.7464 21.7579 21.6218 21.188 20.8479 21.5035 20.8336 21.629 20.7271 20.327 21.3566 19.9975 19.8337 22.3188
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66905551989196432 1.0000000180025095e-35 0.65358753075264209 0.17662342233844491 3.2658335243644596 1.0000000180025095e-35 -1.1478885581931528 3.5907102508697473 0.52346289117042066 0.48268798061829216 0.036661978097680334 -0.42213731620190725 2.5527559210989978 -0.46204076373648789 1.3803221675685415 1.9784022788073294 -0.61868887886411938 2.0210792552568502 1.870916842933501 1.5961178741233171 3.2730992757113588 0.35978149806802434 2.0172415493770295 0.12388293818727579 -0.41437642146970871 1.0000000180025095e-35 -0.70184576086709816 1.8382178647317751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 11 -9 10 14 -2 27 -14 -10 16 19 18 -17 22 -20 25 24 -24 -7 26 -22 -13 29 -5
right_child=5 -3 4 28 -6 15 -8 8 9 -11 -12 12 13 -15 -16 17 -18 -19 20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033746433351330278 0.0013292371960854376 0.00010602073117225171 0.012012892205157139 -0.0028184771803375741 -0.015597882063304331 0.0019198707374733965 -0.015871706116199341 0.0058742408509314219 -0.0047636689757139215 -0.031129023896175195 0.0025387400968228699 -0.00049519726885853077 -0.0072472153380860899 0.0081893963536567079 -0.030204736814463663 -0.00057732627176167368 -0.01063975946842334 -0.0091301662052430746 0.0059654085400978867 -0.012751834535382338 -0.023081389375993602 0.060887405402330799 0.012746197540988338 0.125959765875058 -0.01614687626454845 -0.03337240463532725 0.023722914901356293 -0.010836729970734375 -0.013703231839119629 0.051783991097872663
leaf_count=59928 76488 89435 1866 3134 442 21523 1446 4626 25153 602 6669 4410 2014 3464 477 9821 2988 1561 27084 1281 232 42 68 31 869 384 217 6375 9091 210
internal_value=0 -0.0266997 -0.0748978 -0.0865115 0.152007 0.00691262 -0.00997688 -0.00704539 -0.0548645 -0.0794206 -0.0710961 0.010662 -0.0684097 0.0540941 -0.104523 0.0375241 -0.00980828 0.0684361 0.0788326 0.0134882 0.108718 -0.21852 0.0296442 1.10316 0.0254316 -0.297911 0.00989649 -0.135261 -0.205757 0.0122807
internal_count=361931 164106 74671 72363 2308 197825 131724 130278 37527 32901 32299 92751 16263 5478 25630 66101 26760 39341 37780 23772 27959 875 22491 99 22392 833 449 10785 12435 3344
shrinkage=0.05


Tree=2752
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 727 1016 859 647 590 346 1040 1249 498 913 284 85 982 1179 759 567 356 785 513 688 73 912 65 146 783
split_gain=40.8176 32.4654 25.9478 29.831 26.2014 25.4396 25.3844 24.8052 23.7348 56.2866 22.339 23.2778 26.6283 21.991 20.628 20.4077 20.1862 20.0829 20.0518 19.9088 20.8107 19.7767 19.7221 21.5382 19.7545 19.616 25.9132 23.3951 22.2708 21.6919
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 0.035432810015840331 -0.8740075305771694 0.63898029052325456 2.0574394106562477 -1.0282579537198486 -1.5898347461846811 -1.3274107148674466 1.7621802667917166 -1.2997175642063075 2.7993186572179827 -1.7658299547505127 -0.88459116152366701 2.9970139449733542 1.0454229551509682 3.4596073120309021 0.90046092823542667 1.6442246313874156 0.48381857508364595 2.7503861831498626 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 15 6 -1 10 -5 9 -3 11 -2 13 19 16 -4 18 -9 -8 20 -13 -11 -6 24 -24 28 -27 -28 29 -16
right_child=1 8 3 7 22 -7 14 17 -10 21 -12 12 -14 -15 25 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-1.2434129794818483e-05 -0.0002897028980747351 -6.6686857511113459e-05 -0.00031064407452770768 0.0004390995830851176 -8.5284299371769621e-06 0.00011318359162536071 0.0010218282931770972 0.00012650355903724554 -7.572489755597435e-05 -0.00023659553680349966 -0.00020210172946526071 -0.00078726346122028176 -0.00021560429667447483 0.00034573723381696252 6.3987598637412749e-05 1.6142414524501881e-05 -0.0002016514276842506 -0.00046338251684296239 2.9088811402133081e-05 0.00073018237813989549 -1.9328092899039995e-05 0.00050968632545011583 3.7472874868147663e-05 0.00041730251072685212 0.0013251801141344584 -0.00016008642062684763 0.0007755980615970744 -0.00045596976728788397 0.00049297613853153184 -4.674503674859861e-05
leaf_count=12551 3818 4821 1203 1153 98491 17008 113 6164 93730 198 14802 366 5362 885 15676 33348 5248 278 620 203 15931 1186 3595 876 39 6408 237 124 359 17138
internal_value=0 -0.0258703 -0.0125066 0.035912 -0.0243122 0.0588138 -0.0569838 0.154845 -0.0660237 0.0740491 -0.110828 -0.0680905 -0.0410554 0.00293952 -0.0248596 0.00772507 -0.154269 0.105194 0.207179 -0.020214 -0.0304306 0.427784 -0.00233802 0.139755 0.0591771 -0.0075178 -0.125514 0.446029 0.012992 0.00640789
internal_count=361931 332372 232437 42146 190291 29559 87290 7595 99935 6205 41367 26565 22747 17385 45923 34551 5981 6442 733 16500 16297 1384 103001 4510 3634 39942 6769 361 33173 32814
shrinkage=0.000980392


Tree=2753
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 727 859 647 590 346 1249 1040 759 834 913 567 85 677 848 10 1328 982 284 1179 841 612 1463 636 700
split_gain=36.898 31.377 25.3402 28.5621 24.6566 24.04 23.9559 23.0012 22.7102 55.4447 21.6947 22.3718 27.6532 21.9215 21.6451 20.36 20.2994 20.2937 20.2549 22.1184 20.9703 23.0159 20.159 20.0767 20.0006 19.8741 20.1867 25.0572 21.2789 21.2655
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 -1.0282579537198486 -1.7658299547505127 -1.3274107148674466 1.0000000180025095e-35 0.20792164000855923 0.32575098534153513 -0.85267927759954587 1.7621802667917166 -1.5898347461846811 -1.2997175642063075 1.4606096942095685 1.0000000180025095e-35 1.8172976979801614 2.4129057422810987 1.2986580589626919
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 23 5 10 -1 -5 9 -3 11 12 14 16 -2 17 -14 24 19 -18 -20 -22 -9 -4 -7 26 28 -28 -10 -30
right_child=1 8 3 7 -6 15 -8 22 25 -11 -12 -13 13 -15 -16 -17 18 -19 20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-1.3803466803216097e-05 -0.00034491202125890599 -6.7475172067822705e-05 -0.00030787710771417294 0.00042664612804961576 -2.4093514805371556e-06 0.001023823432299177 0.00010821708474458594 0.00012588258291722001 -5.5923462188928188e-05 0.00041499011078701098 -0.00019818799212346615 -0.00021166193932440223 -0.00075007950552970096 0.00077042940932730978 0.00096028849995513925 -6.8812120391826394e-06 1.3102354444662252e-05 -0.00020049916913758556 3.525281407837541e-05 -0.00023592212910138438 -0.0004305556448673204 0.00050641606514533475 -0.0004654606296008155 1.6523714067021625e-05 3.1697357805112766e-05 -0.00020703717265619861 -0.00021900885210070843 0.00032654131327283738 0.00017760988101560358 0.0012984078668644974
leaf_count=12551 2747 4821 1203 1153 103001 113 17008 6164 74316 1384 14802 6707 366 210 95 39942 9154 5248 2532 3692 151 911 278 33348 620 7105 10891 623 712 83
internal_value=0 -0.0252593 -0.0121117 0.0357738 -0.0237883 -0.0555135 0.0553392 0.152279 -0.0647709 0.072271 -0.108013 -0.065859 -0.0263713 0.00740269 -0.300269 -0.0242539 -0.00317942 -0.152915 0.00696839 -0.0509811 0.141869 0.396181 0.104489 0.00818006 0.209725 -0.0757599 -0.0652476 -0.185197 -0.0522572 0.328198
internal_count=361931 332372 232437 42146 190291 87290 29559 7595 99935 6205 41367 26565 19858 17016 2842 45923 16806 5981 16440 12846 3594 1062 6442 34551 733 93730 86625 11514 75111 795
shrinkage=0.000980392


Tree=2754
num_leaves=31
num_cat=0
split_feature=785 727 1233 1397 360 1243 62 417 968 880 360 991 1111 683 969 21 912 274 126 1028 1449 1469 395 1047 1470 323 49 1086 1357 978
split_gain=18.3844 17.9998 17.7966 21.9511 29.7411 22.5186 22.2029 21.4191 21.8276 24.1006 20.0763 27.1102 23.8488 27.0605 19.9265 19.5763 35.6743 26.2408 27.8863 26.3686 25.1817 24.3791 23.9262 23.3338 22.8863 21.7925 26.742 21.7642 22.683 22.4359
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.61205937504646968 2.1468176705839821 2.9350231870288277 0.22553477650581719 -1.215638178525227 -0.26247191624396798 2.3314113618336241 0.76091070464679034 -0.46586572556189004 -1.4080433200181892 0.16607639870926683 2.0231898336833463 -0.32341995197817647 2.0259221269810075 1.0000000180025095e-35 1.402259659649604 -0.96688480048775205 2.4498220593785009 0.32991972923171631 1.0000000180025095e-35 -0.84505472445250163 -1.0589260214882403 0.52426357255304767 1.1349154245379338 1.1016052903989251 1.0000000180025095e-35 -0.15046787429846573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 4 5 7 -5 -4 9 -9 11 12 -10 -14 -8 16 17 18 22 -20 23 -22 24 -17 -2 -24 -27 28 -26 -30
right_child=2 -3 3 6 -6 -7 14 8 10 -11 -12 -13 13 -15 -16 20 -18 -19 19 -21 21 -23 25 -25 27 26 -28 -29 29 -31
leaf_value=-0.00077380661375032686 0.0027214011189591503 0.0046502213257590616 -0.014632177666958688 -0.0091765865145056798 0.034001271260813135 -0.041531004554807807 -0.0027634473261218921 -0.0051384229855651262 0.11133807496063693 0.037264176415161269 -0.0076873066489977415 0.0056468579997609302 0.04282841372252566 0.003356656302347381 0.022049315572905553 -0.0053166970680482125 0.013059416153430309 0.0033363553574763298 -0.016013938405052663 0.013392693332543386 0.0053614487982882484 0.044378798433307345 -0.00071978961785748097 -0.00087296989441500009 -0.00054306992259368827 0.0024753731074122162 0.017661967763105735 -0.013476830442108602 -0.013613808156897634 -0.0017981883807688956
leaf_count=12551 6918 17008 1876 15638 349 276 12671 5778 48 227 1063 3842 477 458 428 20666 3019 28615 676 2650 3637 186 37868 139483 15245 8077 1884 6825 7983 5509
internal_value=0 0.044845 -0.0123801 -0.0625066 0.0159172 -0.00370243 -0.106709 0.00858035 0.0411291 -0.0708313 0.140013 0.205292 0.547983 0.46986 -0.0353429 -0.00643968 0.016789 0.0100341 -0.0119778 0.189276 -0.0222118 0.144442 -0.0211258 -0.0269597 -0.0711238 0.0119042 0.106879 -0.102751 -0.0744068 -0.165116
internal_count=361931 29559 332372 43131 14394 14045 28737 13769 11893 6005 5888 4825 983 935 13099 289241 125269 122250 93635 3326 163972 3823 90309 160149 42480 47829 9961 35562 28737 13492
shrinkage=0.05


Tree=2755
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 1469 1452 1456 820 1320 556 1358 21 290 910 647 590 986 899 211 5 1184 441 544 746 951 1426 1458 838
split_gain=30.5832 28.7733 25.6798 32.6447 28.5119 27.4233 25.7806 25.5374 30.4852 26.2273 25.8816 25.3171 24.682 26.1604 24.5409 23.4438 23.0479 58.5838 22.4386 22.4821 22.0389 22.1676 21.9021 25.6291 20.7026 20.6389 23.2895 21.2371 24.0105 24.0279
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -1.0588145806293296 0.039474337618497217 1.0000000180025095e-35 1.0000000180025095e-35 0.97912365359497311 0.88563118371529337 1.0000000180025095e-35 4.5933813388752975 -1.2172697628737557 -0.0241086401731689 -0.87782724458594241 0.58895901036483078 -1.0520142078483523 1.8419729237591864 -0.62944366619299574 -1.0821368227570305 0.2689306506430052 -0.47787415904723435 1.0000000180025095e-35 3.6288968102052546 0.4454315257619969 1.3963709736238232 2.6054386111478895 -0.3447507444013474
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 6 4 5 -4 7 10 -9 15 14 -11 -8 25 -2 -10 17 -3 -5 -20 -6 -22 23 -16 -1 27 -27 28 -14 -30
right_child=1 16 3 18 20 -7 12 8 9 11 -12 -13 13 -15 22 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=8.1207094752763494e-05 -0.00031975879260527418 -6.915505868487945e-05 -5.4902347939961426e-05 -0.00070641212893407708 1.6706155458973703e-05 0.00010805728363262448 -6.7386633181221682e-05 4.4562873631782874e-05 -0.00014210072682317953 0.00056924906243472956 -0.00022981339715797422 -0.00016493419157775373 -6.6278794940013333e-06 0.0010741779485636314 -0.00024264042866654903 0.00035876745328003483 -7.3375084807811579e-05 0.0004266848903150826 -0.0001395598037438494 0.0003787414661178966 -0.00034196623680656689 0.00031349963863058902 0.00015358041739208504 3.519403084567902e-05 -4.4993880989952588e-05 -0.00053387402502200079 0.00041763525820415448 -0.000121882016636122 -3.7291951040731897e-05 0.00042899275098101132
leaf_count=21198 1214 4821 8900 372 2043 9111 67524 10298 906 1302 2678 291 92940 76 2111 700 93730 1384 4591 435 281 3872 4275 6206 8361 555 112 9815 784 1045
internal_value=0 -0.0259665 -0.0133888 0.0457253 0.0753755 0.032009 -0.0229575 0.0345537 0.101699 0.280796 -0.0239746 0.471174 -0.0344298 -0.0123432 0.0114502 0.0903215 -0.0637785 0.0741635 -0.128348 -0.0871864 0.19703 0.283246 0.0359118 -0.0295545 0.0474257 -0.0135346 -0.366034 -0.0105769 -0.00106583 0.231674
internal_count=361931 332372 232437 29605 24207 18011 202832 29981 13497 3199 16484 1593 172851 105327 13806 1606 99935 6205 5398 5026 6196 4153 12592 8317 29559 105251 667 104584 94769 1829
shrinkage=0.000980392


Tree=2756
num_leaves=31
num_cat=0
split_feature=785 728 928 864 784 728 470 507 657 809 296 1303 705 795 588 771 193 1452 340 707 705 21 651 561 791 761 976 552 298 747
split_gain=36.3418 30.1661 24.5402 33.7238 31.2983 27.1487 40.4262 30.5026 30.8978 29.173 28.4912 28.1422 28.3981 26.5419 29.6996 32.576 28.5285 27.9197 26.264 25.3038 24.6724 24.5754 24.2272 23.7443 23.6283 26.4737 25.5446 23.6214 23.4289 23.0437
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.52992354128753727 0.72275257928592751 0.9594655836162902 -0.90320472132347296 0.66595742291584703 0.65809631222906606 2.2603408215975165 1.0000000180025095e-35 0.97371724083046562 1.0000000180025095e-35 0.3847065924170836 1.0000000180025095e-35 2.250834115212506 1.4820751525130569 1.0000000180025095e-35 0.70902136653063086 1.3931997016493665 2.275404811461061 -1.0843205382522954 -1.8362818876253988 -0.9964111233105486 1.8547906298300847 1.0000000180025095e-35 -1.3332397758231975 -0.026687014364147898 -1.2377929955200335 1.9594622079098714 2.2668746584208797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 13 7 9 -4 -9 22 -8 12 21 14 15 17 -15 27 -12 -18 -16 -11 -7 -24 26 -26 -14 -2 -23 -6
right_child=1 -3 5 -5 29 6 10 8 -10 11 18 -13 24 16 20 -17 19 -19 -20 -21 -22 28 23 -25 25 -27 -28 -29 -30 -31
leaf_value=5.3331590389994022e-05 -0.00022119870831263132 -6.3058466421352528e-05 -1.0152061351579828e-05 -8.669056512728496e-05 0.00014501112968288985 -0.00032959399666168226 -5.0546767609171728e-06 0.00017153617240216732 -0.00046442283358879834 0.000846698264893421 0.00025007272081177323 -0.00012770011341921937 -7.6319860787287097e-05 2.0666659574163368e-05 -0.00021439639473423258 -0.00037659914500516497 -0.00022434869114258164 0.00017219003597138913 -0.00034435590964747797 0.00099103013113863354 0.0003393601607927066 -0.00013424139497490644 -9.1638945231667249e-05 -0.00036938396211725434 -0.0002355713385546692 0.00018700383977898885 0.00010491746134490728 2.3545827019929555e-05 0.00024360132419717223 -0.00046559358275338514
leaf_count=29559 2531 99935 34995 11569 12473 4637 21541 6848 386 130 3242 13651 9334 5773 439 1043 5063 5854 455 76 2079 10901 34380 2590 907 5559 5608 29277 826 270
internal_value=0 -0.0255808 -0.0126976 0.0196545 0.0398419 -0.0294206 -0.0481238 0.0191226 0.143543 -0.0744143 0.0231126 -0.0395429 -0.00693431 0.0143837 0.0408996 0.0239187 -0.0832012 0.0345915 0.196323 -0.208025 0.25774 -0.0973187 -0.127475 -0.10891 0.0379612 0.143482 -0.00992844 0.00743528 -0.10833 0.134237
internal_count=361931 332372 232437 76447 64878 155990 113761 42229 7234 88523 25238 46916 33265 52135 41223 38705 10912 37662 3697 5139 2518 11857 41607 36970 21408 6466 14942 31808 11727 12743
shrinkage=0.000980392


Tree=2757
num_leaves=31
num_cat=0
split_feature=733 423 50 1040 692 1193 317 841 2 1187 635 710 554 795 671 362 354 1324 1458 600 1028 763 302 4 869 1183 434 1175 1174 557
split_gain=18.3989 18.762 22.9753 24.7724 24.12 23.4167 19.7574 19.5364 20.665 20.1917 20.9552 23.436 31.0925 24.3755 33.5198 23.9557 23.3302 20.9935 20.8155 20.7075 19.496 19.4803 19.5239 21.8017 19.3786 20.3662 25.1827 19.2493 20.4958 19.2272
threshold=1.0000000180025095e-35 0.26303606961368176 0.55630078546380823 0.41194061931236992 -0.23440723172133407 0.037013993055011886 1.0000000180025095e-35 1.5192857960715429 -1.603155338146699 -0.8707700411448458 -1.0722603072480379 2.4381189058503279 1.51665191340671 -0.29258408639884992 2.6425086185778714 0.7984494095609872 -0.61960555121687699 2.503878915866506 3.0919731056735245 3.5873979600380177 0.85792094380938277 -0.35473412504799079 1.0977637733251204 1.790422750857398 1.0000000180025095e-35 -1.257603702134942 -0.54122894912616515 -0.51983532972511337 -0.10030317247461555 1.448883360066348
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 6 24 -3 9 -9 18 21 13 16 19 -15 27 -13 -18 -1 29 -14 22 23 -11 25 26 -6 28 -16 -12
right_child=-2 2 -4 -5 5 -7 -8 8 -10 10 11 12 20 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025403937396956482 -0.0022624121191769059 -0.0045434532040491858 0.0017379881389511726 0.00106223495462488 0.020384289161798144 -0.0063867290707854745 -0.012476430602115621 -0.03638605805706685 -0.0029963909056327986 0.0048052783996995361 0.0038161439370358406 0.016221826664556648 0.015966323427760647 0.00056838369638190656 0.027951487330905744 0.014129835508380293 -0.0024144663001087101 0.062303256954372367 0.016808575619978026 -0.025533992102372005 0.057267666464214342 -0.0085366164197233467 -0.021944113552434356 -0.027028258135274253 -0.0049990542909586887 0.004333301722942654 -0.03362330587840185 -0.02055566870552962 -0.02659101360068002 -0.0029361898994994425
leaf_count=29384 71767 14878 20358 19839 167 10819 8624 308 12975 5192 57490 1521 291 71208 194 330 2407 57 639 391 186 6455 529 368 6191 11275 485 1816 139 5648
internal_value=0 0.000222672 -0.0280817 -0.050298 -0.0787771 -0.0341598 -0.140939 0.0121974 -0.0722452 0.0181451 0.0276988 0.0346522 0.188459 0.0294187 0.00231426 -0.240766 0.121339 -0.0152033 -0.0400154 0.0613579 0.671965 -0.0688572 0.0223426 0.0606055 0.0152692 0.0660247 -0.362974 -0.324458 0.146654 0.0641584
internal_count=361931 290164 92636 72278 52439 28937 23502 197528 13283 184245 154222 141678 4462 137216 73687 2479 3985 2464 30023 63529 477 12544 6089 5560 18118 11927 652 2149 333 63138
shrinkage=0.05


Tree=2758
num_leaves=31
num_cat=0
split_feature=1147 785 729 852 1256 284 1469 954 21 566 292 21 428 498 563 705 1341 906 746 651 927 996 1071 217 712 705 702 566 471 700
split_gain=28.158 26.7737 24.0518 28.6147 30.0736 26.6745 25.5675 24.5417 23.9489 23.641 22.9953 22.2658 22.1379 21.631 21.3718 21.165 22.359 21.1164 24.5686 23.2951 42.9394 33.0505 29.7539 23.8927 21.6892 25.2824 21.4358 21.1066 21.0611 21.3509
threshold=1.0000000180025095e-35 -0.86283290253235112 0.75637635299260908 1.0747610123934368 -0.6406676208460812 -0.051331712791455826 -1.0588145806293296 0.98873640907070304 -0.13431221002227373 -1.4845316319151738 -0.81860263112637011 4.5933813388752975 -0.31397062549479093 2.3761431599641116 1.5259646835875491 0.024944846130704988 0.52236833838155217 0.2279960799088839 0.66766320980544069 1.1107569744011787 1.0483613175537825 1.0565563832172893 0.69084194168817237 -1.3648263585627192 -0.63779424894106762 0.41040386000896778 -0.95620169933257093 2.549193755649195 2.9395468797111257 -0.34245992346995252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 6 10 -6 8 -4 9 -3 -5 17 27 -14 -10 16 -1 19 24 23 21 22 26 -8 -19 -26 -21 -9 29 -7
right_child=-2 2 7 4 5 28 11 12 14 -11 -12 -13 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-8.3337382100568042e-05 -6.2195082068868503e-05 -0.00026403263170483247 -6.3294387838700277e-05 -0.00031492160990412332 1.5905689504040141e-05 0.000283564442872137 0.0002347302746920738 -0.00013457699847140711 -4.6416838039895736e-05 0.00013400283899495051 3.291630842588988e-06 0.0008934441789682176 0.00016945951338772787 0.0011664737099693354 0.00031106286335329372 0.00010621910390079951 0.00016034637823337627 -2.4522824552453073e-06 2.810037917406426e-05 -0.00022433995998546172 -0.00037561096099985257 -0.00037867990465638234 -0.0002888698881342946 -7.5930974270741e-07 -0.00022987689520182497 -7.8550301238958391e-05 0.00012779356381512272 0.0011053607802734748 -0.00065071138325238382 9.2188388939142875e-05
leaf_count=6667 71440 899 76401 1509 8242 4670 2301 2189 10124 11563 4737 91 3087 91 738 16169 2095 9313 8869 1040 2008 1090 1160 78026 10414 17039 4896 48 128 4887
internal_value=0 -0.00803753 -0.0151212 -0.00211966 0.0658546 0.107702 -0.0134311 -0.0518277 0.0506735 0.114401 -0.0694973 -0.0259316 0.0943934 0.206058 -0.0215059 0.0598747 -0.0231934 -0.0268213 -0.06839 -0.00777732 -0.103001 -0.0349549 0.0169534 0.00559551 -0.0985953 -0.133908 0.0774223 -0.0933642 0.179602 0.1906
internal_count=361931 290491 265560 183744 24173 17927 159571 81816 23324 12462 6246 136247 5415 3178 10862 24931 8762 136156 45635 90521 10194 8186 7096 80327 36766 27453 5936 2237 9685 9557
shrinkage=0.000980392


Tree=2759
num_leaves=31
num_cat=0
split_feature=1097 269 785 61 713 1250 713 1455 332 395 475 678 1071 657 1454 1454 1449 1470 639 15 21 1452 1469 1358 1358 422 420 138 20 79
split_gain=36.7983 45.1052 31.3522 30.9503 28.0272 27.742 27.1906 26.9604 25.8233 38.657 32.9041 27.2425 30.2277 38.4924 25.907 39.6444 26.0776 25.7275 25.3279 25.0043 25.1251 37.6788 24.8733 25.6432 24.8296 33.4694 27.908 24.2085 24.0792 23.2904
threshold=-0.64966988391888181 -1.2832447556410924 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.7842202948349855 1.0000000180025095e-35 2.8565720557184995 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.69084194168817237 -0.29429909822911982 -0.91909735138557946 -0.95790485680940063 -0.075572632224640987 -0.069427565105718306 -0.63504731868640552 -0.44818998538373989 -0.32341995197817647 -0.1994856019577417 -1.0470123060412753 4.1019210464865887 0.48172645892998917 -0.56930751802845425 -1.4182273626983124 1.4541496542937984 -1.1268134626740516 2.3413926685331048
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 -3 6 -5 24 9 10 17 -10 19 -14 15 -11 -17 -4 -8 -13 21 -21 23 -23 25 -1 -26 -27 -7 -22
right_child=1 2 8 5 -6 28 18 -9 11 14 -12 12 13 -15 -16 16 -18 -19 -20 20 29 22 -24 -25 26 27 -28 -29 -30 -31
leaf_value=-0.00015070634715608948 -9.1937996189816914e-05 -0.00017714776599671311 -7.4271847919250717e-05 -1.6762408318341764e-05 0.0001015136127945581 -0.00068415989223838262 -6.1995617697313145e-05 0.00022442806042870283 -3.3637675370115861e-05 -0.00010517552683159154 2.5927674938218965e-06 -1.658870190146477e-05 9.3984227979076413e-05 -0.00015759255181461269 -4.6664819571440149e-06 0.00087068566496028719 3.2639713032078141e-05 -0.00022672819860324785 -0.00022533771148357923 0.00027476859070775744 5.9841066033937648e-05 0.00029888475813849986 -4.9905995843289156e-05 -0.0017418337445205977 0.00046072725261939699 -4.051173718739135e-05 2.7930464186401924e-05 0.00016436731348081472 0.00016708553588129027 -0.00042888003364753802
leaf_count=19817 32744 1859 15237 8429 20222 209 8907 1814 34801 687 15160 13718 3912 6102 41986 465 253 14972 21840 5833 27553 1313 3967 26 1050 40544 12301 3311 2492 407
internal_value=0 -0.00698925 0.00383597 -0.0590458 0.080788 -0.117445 -0.137328 -0.0310564 -0.00570879 -0.0366968 -0.0955853 0.0162352 0.0404781 -0.0609084 0.00499945 0.293005 0.620851 -0.146912 -0.177415 0.0603206 0.0860817 0.169393 0.0394467 0.268089 -0.0391582 -0.0588259 0.0625447 -0.0249179 0.109991 0.054078
internal_count=361931 241217 208473 120714 22081 41877 39176 78837 186392 88760 45369 97632 62831 10014 43391 1405 718 30209 30747 52817 39099 11139 5306 1339 77023 63672 13351 43855 2701 27960
shrinkage=0.000980392


Tree=2760
num_leaves=31
num_cat=0
split_feature=728 659 813 828 805 1294 224 835 884 693 86 1082 977 233 1311 345 1465 151 636 450 839 1424 358 1394 215 1368 9 1461 1463 1461
split_gain=18.1363 19.4361 18.4052 21.1721 18.902 19.9127 22.3949 22.1405 21.3132 19.371 23.1326 21.0915 21.1969 20.3912 19.0394 18.7976 18.7722 18.4048 19.2311 31.1229 23.0119 21.1266 20.301 18.3917 20.2797 19.7755 19.1314 19.0227 22.1471 20.93
threshold=1.0000000180025095e-35 0.62821384419828064 1.304868341751126 0.62499936358992614 1.4663648571955066 2.2019233343356794 2.7698339389842457 -0.37754594856559248 1.6560630477055389 0.21223125111445551 2.4159024440073078 1.4815373838944328 0.90096239446831483 0.61498272021755573 -0.96123712883810208 2.0038474026965676 2.6851373032125321 2.2367420137660932 1.6614296224459766 2.2203088264540187 -0.21788237540813138 1.8695714601257163 -0.31144066622246563 -0.91929114180289628 1.418659579178706 4.1719159519883009 -1.2449658996695796 3.9993613276323443 4.6248181432622362 -0.2634310735630721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 4 -4 5 6 17 -8 15 13 11 12 -11 -7 -15 -9 -5 18 -2 21 -21 -20 -22 24 -1 27 -27 29 -29 -25
right_child=2 -3 3 16 -6 9 7 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 19 20 22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.0030290135047009326 -0.0027404150911431377 -0.0021569985358893783 0.0055793562311724559 -0.0067447436210337046 -0.009023400233729181 0.0059322015739788729 0.033492252072838631 -0.019209381966913252 0.10265626093277112 0.004273501937445902 0.10165997701952222 0.089372453001900956 0.04541919229856068 0.027020230026599274 -0.03966614879212265 0.057468826161015646 0.044923869634830457 -0.014725893217927971 -0.00042035338383771421 -0.0042590105248496652 0.0043536237927185705 0.035812623244647318 0.070089689983410169 0.001594012462011795 0.0063782659190238025 0.057013166246748716 -0.023167455042129401 0.012137355728176128 -0.056189508505133295 -0.0013388099208520975
leaf_count=32363 77379 41024 7903 3071 9313 1823 578 538 22 1032 45 44 236 117 444 50 81 2028 3828 120 76 212 150 132324 3303 30 577 2181 56 40983
internal_value=0 0.00256734 -0.0353648 0.049755 -0.0481055 -0.0384315 -0.0461586 0.320689 -0.0651663 0.148901 0.382411 0.317251 0.24791 -0.0033275 -0.510111 -0.194049 -0.105215 -0.0507793 -0.0449918 0.108727 0.67881 0.0373636 1.03271 0.0112472 -0.0402308 0.0199248 -0.366929 0.0213757 0.210932 0.0185167
internal_count=361931 252841 109090 11055 98035 88722 84981 1188 610 3741 1357 1312 1268 2384 561 588 3152 83793 81765 4386 346 4040 226 211817 35666 176151 607 175544 2237 173307
shrinkage=0.05


Tree=2761
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 497 498 1104 647 590 597 727 471 714 588 906 689 827 840 566 513 746 1241 421 497 697 290 1443 696 1452
split_gain=31.7204 26.0282 23.9014 31.4502 32.3379 22.9951 30.8665 22.9268 22.5344 57.3305 22.3725 21.983 21.6827 21.6367 43.9394 35.4973 33.3069 32.5097 28.459 30.7505 26.775 34.1824 26.6598 25.809 25.7366 28.9908 25.4057 25.9417 24.9405 24.93
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 0.63515767152532354 -0.87782724458594241 0.58895901036483078 3.1596628491584919 1.0000000180025095e-35 2.9395468797111257 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 -0.36836247429892682 1.593014926627095 0.75597511057269628 1.0454229551509682 3.6288968102052546 -0.67919258870259713 2.6287012352426902 0.6154197817996786 1.4714256445119207 1.979635823759073 1.3123186738111605 -0.53099574388912829 0.62995620057108082
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 10 5 -5 6 -4 -8 9 -3 13 -1 -6 17 15 16 -15 29 19 24 -16 -22 -23 26 25 -19 -18 -28 -21 -2
right_child=1 8 3 4 12 -7 7 -9 -10 -11 -12 -13 -14 14 20 -17 23 18 -20 28 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.5000525579833251e-05 5.4495023562132577e-05 -6.5333633350048371e-05 -0.00033249673191453988 -0.0001290779334416539 0.00010940631515308607 5.4996353166599298e-05 8.2875933519588178e-05 0.0015394021959918909 -6.9239408641970148e-05 0.00042550290467786893 0.00024438766563715975 0.00010196692554946904 -0.00053325282219939842 7.3728317896417614e-05 4.6082234616854695e-05 -0.00010192619878787018 -4.7462971861858989e-05 0.00010115753283582293 -0.00023518730876938179 0.00020498879802081476 0.00043033227340131018 -0.0016896297566809616 -1.7519989585088508e-05 -0.00044323301179204956 -9.8888011309333955e-05 -0.00015954874056529829 0.00018662315624555549 -0.00029089342794992948 -0.00017351075687637856 0.00027008350025697388
leaf_count=12551 12487 4821 2623 3371 21222 1899 198 53 93730 1384 1237 17008 239 13885 7032 45987 75253 18571 2775 857 1536 55 142 1010 5489 2786 3291 662 6809 2968
internal_value=0 -0.0236138 -0.011644 0.0454511 0.0752833 -0.12161 -0.256947 0.434886 -0.0596548 0.0769162 -0.0208868 0.051175 0.104468 -0.0230112 -0.0372139 -0.0481304 -0.0240414 0.0163771 -0.0209021 -0.00266828 0.104378 0.333724 -0.46417 -0.0422437 0.0346351 0.0720988 -0.0382019 0.123079 -0.127959 0.101454
internal_count=361931 332372 232437 29605 24832 4773 2874 251 99935 6205 202832 29559 21461 201595 148853 140088 94101 52742 37287 34512 8765 1733 197 80216 26846 21357 79206 3953 7666 15455
shrinkage=0.000980392


Tree=2762
num_leaves=31
num_cat=0
split_feature=785 519 727 728 869 921 783 126 1049 382 1022 395 140 689 650 588 728 858 834 769 566 579 776 766 214 706 649 667 144 990
split_gain=46.1846 30.6706 41.8267 32.3619 41.6739 40.5253 71.2204 32.3506 29.713 30.4415 28.4287 27.9694 27.8181 27.2963 27.2869 26.6611 26.3902 25.8465 25.6618 28.0379 25.5578 24.6581 23.8668 23.8177 23.8799 23.7022 25.0371 23.3636 29.6954 22.9329
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.285893796353293 1.0000000180025095e-35 2.6552641023399333 1.0000000180025095e-35 -0.38614692990375338 -1.1110989058077336 2.1314615550283826 2.250834115212506 -0.49008176997875957 1.0825608069246189 -0.55738587327289035 0.53390540777970152 2.1710320005650359 1.0000000180025095e-35 2.7618311273588314 -0.45228654518479167 0.37772781070951184 0.85558832110916161 1.0000000180025095e-35 1.0000000180025095e-35 1.2876145863397357 0.65656536832909496
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 3 25 14 5 7 29 10 9 -4 11 -5 -12 -13 21 -11 -1 -8 -15 -20 27 22 -2 24 -19 -3 -27 28 -6 -7
right_child=1 2 8 4 20 6 17 -9 -10 15 12 13 -14 18 -16 -17 -18 23 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00013111712396114049 -4.3106405269583982e-05 -0.00014344467188374423 0.00027091505365705443 -0.00014219848823170854 -5.1758481288898595e-05 -5.3144839286725409e-05 0.00032177082583855062 -8.3571641022471276e-06 -9.9631788695810113e-05 2.9583324311775402e-07 0.00071187243816911666 8.1005039283891814e-05 6.5907923174415291e-06 2.1025050569152852e-05 0.0002196773500226901 0.0004964974812391832 7.8539782738886119e-05 0.00040612276642856696 -0.00015451734133465204 -2.2150440823417769e-06 0.00010598249812091885 6.2118742705989419e-05 0.00035612851875309749 -0.00077151249280207055 -0.00086426336302324221 -0.00013346447190976652 0.0002398449079379115 -0.00015977849673589397 -0.00025003976499798133 0.00013546720090223624
leaf_count=3396 37700 6191 5222 33669 41940 15003 4493 62084 2010 4304 372 6206 658 10524 2777 535 26163 285 20381 8802 2811 18014 692 191 90 1462 1794 35388 5125 3649
internal_value=0 -0.0315288 0.0443073 -0.0381869 -0.0506092 -0.030637 0.0535646 -0.0461578 0.121301 0.167378 -0.078989 -0.0848518 0.26777 -0.0510599 0.00846702 0.0508267 0.0583445 0.274147 -0.0742444 -0.109976 -0.0979261 -0.00231162 -0.0358876 -0.151554 0.144648 -0.0665019 0.0812547 -0.107404 -0.0738047 -0.0133345
internal_count=361931 332372 21518 310854 251671 166407 23711 142696 12071 10061 80612 79582 1030 45913 59183 4839 29559 5059 39707 29183 85264 56406 38392 566 375 9447 3256 82453 47065 18652
shrinkage=0.000980392


Tree=2763
num_leaves=31
num_cat=0
split_feature=21 1462 470 464 115 327 43 1454 760 345 636 1112 1449 1453 1469 1462 992 1450 1464 1454 1449 132 602 1465 1454 1465 1452 1452 1457 1454
split_gain=18.3522 24.8614 19.1356 31.2735 21.9385 20.4889 20.2391 24.7661 22.8731 21.0197 20.6358 20.8184 19.6816 20.6267 26.055 22.5525 20.1231 26.2214 18.9447 24.5386 26.8285 24.6241 29.8266 23.7969 24.2632 21.992 25.5837 23.4508 21.3825 21.2329
threshold=-2.9709283393608152 0.64216061943476632 1.0000000180025095e-35 1.0000000180025095e-35 1.3947035982071894 1.9934831530762243 1.0000000180025095e-35 -0.80169152520006459 1.0117174711156183 3.2565327674731033 1.1084566286050377 0.52148548046392607 -0.28903415273037497 0.32774520349467018 -0.83850545498565088 1.0119550964254083 0.6146227839635201 -0.55579718119573385 1.5993600128483978 0.67485211051868899 2.2529671283962887 1.3555467265091379 2.6455866734826223 1.5526536492403793 1.3763541472649148 2.6851373032125321 2.2210231518875871 0.99496526778696004 -0.40593421939817159 -1.0494811380965572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 12 -8 -9 11 -11 13 15 -15 -2 17 -16 19 21 25 22 -4 24 -22 -21 27 -27 -20 -23
right_child=2 -3 18 -5 -6 -7 8 9 -10 10 -12 -13 -14 14 16 -17 -18 -19 28 20 23 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.031953814522850336 -0.01012058494440444 0.024237019265388671 0.001565737967985836 -0.00010678638730517989 -0.012041170105579833 -0.015797835442492334 -0.0054572359981853204 -0.00071976908374814209 -0.023638985326788483 -0.0057842056879486639 0.14562803062244103 0.10099652482304509 -0.018026827102526146 -0.055743253649606528 0.079108489964636985 0.057552500882170156 -0.025729137676685505 0.014719234501695192 0.0099263866470921704 -0.0048096423907902745 0.024443330524554798 -0.049530462065159674 -0.012523307920234948 -0.011717694474769657 0.002800921940450824 0.0069951480322105256 -0.016238692136653587 0.040658364034288498 0.00067943558966890825 -0.0020683996415956185
leaf_count=147 3185 659 113165 89568 8748 3699 11425 46717 2642 139 30 35 3307 85 142 65 127 277 4579 25625 892 174 1769 632 1417 1179 426 263 7068 33745
internal_value=0 0.327359 -0.00813461 -0.028464 -0.0721679 -0.0594374 -0.0510303 -0.0308362 -0.159977 -0.0109687 0.877194 0.495241 -0.191461 -0.0551934 0.372028 -0.157263 0.564129 0.795057 0.00616839 0.000230055 -0.0560429 0.0123298 0.0267759 0.131069 0.226262 -0.0785246 0.140091 0.269357 0.0887513 -0.045137
internal_count=361931 806 361125 170191 80623 71875 68176 54109 14067 46921 204 174 7188 3881 631 3250 546 419 190934 179287 30434 148853 114934 2941 2309 27493 1868 1442 11647 33919
shrinkage=0.05


Tree=2764
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 1469 1358 21 1320 290 21 1245 647 590 693 1397 889 221 211 5 981 618 727 746 951 1426 1458 838 1028
split_gain=32.359 30.3249 27.4482 32.2891 28.2264 27.2327 24.0359 25.6268 26.0521 25.4274 27.1903 25.5899 23.309 23.0705 55.4688 22.608 24.3828 22.6012 22.0902 22.0457 22.2991 21.7602 22.0178 21.7244 21.6403 23.2809 21.5634 22.4099 23.7935 21.4839
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -1.0588145806293296 1.0000000180025095e-35 4.5933813388752975 0.97912365359497311 -1.2172697628737557 -0.13431221002227373 0.20935560560429764 -0.87782724458594241 0.58895901036483078 -0.78652982607854283 -0.094237930796279443 1.3149075955530187 -0.0046931964246789259 -0.62944366619299574 -1.0821368227570305 2.543085592592472 -1.4147875658213491 1.0000000180025095e-35 3.6288968102052546 0.4454315257619969 1.3963709736238232 2.6054386111478895 -0.3447507444013474 -1.271019091203941
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 6 4 5 -4 9 -8 24 10 -2 12 29 14 -3 -5 -17 21 -18 -6 -21 -13 -23 -1 26 -26 27 -9 -29 -12
right_child=1 13 3 15 19 -7 7 8 -10 -11 11 17 -14 -15 -16 16 18 -19 -20 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.6686203541669639e-05 -0.00018738136236770269 -6.6938053972923138e-05 -5.2745862247845434e-05 -0.00040566381321074875 1.7730176338739971e-05 0.00010959905001964844 -6.8094081706863486e-05 -5.9768550499929888e-06 0.0010718964327930671 -0.00012073604306219913 -0.00018150703229590095 -4.3520498260451043e-05 0.0002596461658039 -7.4827944128580905e-05 0.00041516869053721134 0.00011695658050985696 -0.00050695429318890458 0.00025848319287118511 2.2856133197291239e-05 -0.0003428879326858359 0.00031451012061544981 0.0022173628490642044 0.00034553405746392515 9.9512992256019448e-05 -0.00054170325236263962 0.00040969231008301782 -0.00012229184210161423 -4.3253135120957121e-05 0.00042063562908021087 0.00011997353916671286
leaf_count=12551 2285 4821 8900 1406 2043 9111 67524 92940 76 4662 1457 9687 4312 93730 1384 2147 1014 1321 831 281 3872 30 155 17008 555 112 9815 784 1045 6072
internal_value=0 -0.0264675 -0.0135585 0.0475402 0.0770117 0.0338702 -0.0234468 -0.0345216 -0.0120184 0.0320557 0.0572423 0.0768038 0.14492 -0.0652652 0.0727366 -0.125582 -0.0403707 0.00438817 -0.255296 0.197997 0.284199 -0.0302797 0.664967 0.0490126 -0.0132072 -0.374119 -0.0101797 -0.000596052 0.224197 0.0722107
internal_count=361931 332372 232437 29605 24207 18011 202832 172851 105327 29981 25319 23034 11841 99935 6205 5398 3992 11193 1845 6196 4153 9872 185 29559 105251 667 104584 94769 1829 7529
shrinkage=0.000980392


Tree=2765
num_leaves=31
num_cat=0
split_feature=785 728 784 921 859 647 590 728 1376 290 1242 639 1022 1292 156 1329 730 783 934 514 603 660 8 639 345 560 907 494 13 566
split_gain=40.6516 27.923 27.6009 31.5503 25.1636 24.8324 64.0147 23.3597 23.0123 26.9248 23.4853 22.9555 20.951 24.8201 28.3254 21.3212 20.7242 34.3492 30.3032 27.7103 24.8937 26.3156 22.2852 20.7223 20.8696 20.348 20.3257 20.2528 20.6503 20.096
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 0.18805867694879752 2.1089670232183031 3.5578112322456241 -0.4698900685825908 0.67527595557081987 1.0000000180025095e-35 0.3066483305190903 0.48130940867841759 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.11942102837874842 0.46293354690950167 2.2610407443932834 0.49932493644430648 1.2142997171938616 2.2243089509479392 2.2401583428922476
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 16 -5 6 -3 -1 9 29 -10 -12 13 -9 -15 -14 17 19 20 -4 21 -18 -23 24 26 27 -20 28 -11 -2
right_child=1 5 3 4 -6 -7 -8 12 10 25 11 -13 15 14 -16 -17 18 -19 23 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019009685849146919 -9.5489945772087796e-05 -0.00014013745139351483 -2.9380373677111403e-05 0.00037446173236183944 3.4111964761148919e-05 -0.00014502004026365267 0.00037468662397314301 -9.2497288251288133e-05 -0.00013947920285605869 0.00013277345922972105 0.0010573843195403061 -0.00011863814624430609 0.00019961908072626831 0.0001052868076023184 -0.00017430307380835391 -0.00020522672190904034 9.3257769042076174e-05 -0.0001497699972741798 -0.00024531436042567531 0.00034443540627107389 -7.5219802704939802e-05 -0.00053144955531389526 0.0005579004991799289 -0.00039356168113939414 0.00027934155275970152 -0.00060486676015874955 0.00029256335082151325 -0.00030619911900660139 -0.00063987173752883691 4.1687336925160361e-05
leaf_count=3396 115861 4821 6880 1153 6442 93730 1384 10696 63803 4872 150 193 4289 8530 1945 703 2134 17685 1651 1041 1982 101 996 1064 644 188 373 531 148 4545
internal_value=0 -0.100146 -0.0877927 -0.0381098 0.0844967 -0.136694 0.0048925 -0.0152446 -0.0998115 -0.0839027 -0.138676 0.466047 0.00582618 -0.0222823 0.0527534 0.140107 -0.0666904 -0.0988231 0.0216405 0.020113 0.125103 0.232002 0.486881 -0.128741 -0.0330129 0.0520071 -0.144728 0.074026 0.113223 -0.0914042
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 190291 126145 64146 343 26163 21171 10475 4992 34551 25606 8945 7921 5213 3231 1097 3732 2668 5739 2024 5551 5020 120406
shrinkage=0.000980392


Tree=2766
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 497 498 1104 1469 1320 290 21 1358 21 889 1245 471 647 590 981 618 728 1028 913 560 84 746 951 629 970
split_gain=31.3928 24.7413 25.2429 31.3908 32.5193 23.012 30.7795 22.819 22.3016 24.9325 26.3663 25.2475 24.5551 25.895 23.0024 22.7404 21.7957 21.7395 53.936 21.5429 22.1824 21.3382 21.3014 21.1551 22.8501 21.4613 21.0957 23.0001 20.4213 22.1989
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 0.63515767152532354 -1.0588145806293296 0.97912365359497311 -1.2172697628737557 -0.13431221002227373 1.0000000180025095e-35 4.5933813388752975 1.3149075955530187 0.20935560560429764 2.9395468797111257 -0.87782724458594241 0.58895901036483078 2.543085592592472 -1.4147875658213491 -0.49008176997875957 -1.271019091203941 0.60667346056980065 -0.91026277545683032 -0.9805036543575979 3.6288968102052546 0.4454315257619969 0.064574239648983275 -0.042217871650401542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 8 5 23 6 -4 -8 9 10 -2 15 -10 26 19 22 -6 18 -3 -13 -21 -1 -12 24 -5 -25 -14 -28 29 -24
right_child=1 17 3 4 16 -7 7 -9 12 -11 11 14 13 -15 -16 -17 -18 -19 -20 20 -22 -23 28 25 -26 -27 27 -29 -30 -31
leaf_value=-0.00011913144930018286 -0.00018332054150110277 -6.1687071841301578e-05 -0.00033010583787051816 -0.00043391113290513426 0.00011180193472379605 5.74418611397749e-05 8.4993757951636246e-05 0.0015380795755198392 -6.4002250007235564e-05 -0.00011839950921988248 -0.00017986909234105945 -4.2777612084633433e-05 -7.0171847259607394e-06 0.0010718329271136987 0.000262105011056863 0.00025859496106857684 -0.00053252588787781386 -6.7102200777251035e-05 0.00041428868766677185 0.0022249035472276624 0.00034245965632149036 7.0166913999431904e-05 0.00011338746668994455 0.00035183282215709143 5.0938968294517212e-05 -0.00076093106288183858 -0.00053348279135779586 0.00041273345223397025 -1.9747014233942833e-05 0.0004653130893707844
leaf_count=3396 2285 4821 2623 676 21222 1899 198 53 67524 4662 1457 9687 104584 76 1321 4312 239 93730 1384 30 155 26163 2472 107 2130 458 555 112 2501 1099
internal_value=0 -0.0225044 -0.0108382 0.0478363 0.0776359 -0.119087 -0.254571 0.436349 -0.0203371 0.0331937 0.0581558 0.0774228 -0.0310247 -0.00896551 0.00542245 0.145175 0.106894 -0.0576629 0.0765082 -0.029578 0.662916 0.0519076 0.0732614 -0.129932 -0.053096 -0.546129 -0.0101541 -0.366708 0.123249 0.225754
internal_count=361931 332372 232437 29605 24832 4773 2874 251 202832 29981 25319 23034 172851 105327 11193 11841 21461 99935 6205 9872 185 29559 7529 3371 2806 565 105251 667 6072 3571
shrinkage=0.000980392


Tree=2767
num_leaves=31
num_cat=0
split_feature=785 125 50 750 1470 789 150 539 933 497 1431 1378 294 813 1465 1106 960 917 89 652 154 1173 1452 263 279 562 728 1022 1292 156
split_gain=35.906 30.2975 38.2254 40.8008 31.1978 30.9821 33.6354 40.1183 27.3738 31.3206 26.4243 24.263 30.971 26.5971 26.3591 24.6872 24.1678 29.7506 26.6754 25.231 24.0031 23.8923 23.4085 24.1513 22.4236 21.9633 21.663 22.8991 27.0572 27.9842
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 -1.3664195657027294 1.1248358748350926 -0.51906793619709324 0.6695026854463163 0.68806224955729689 1.7001250133015622 1.0099929608726099 0.80891129331221767 -0.78032622470695412 1.304868341751126 -0.52774419131799011 1.7407510129396675 -0.64257916016084482 -0.45162823055785667 -0.529756012428651 -0.55024281929118113 -0.15489933552323301 -0.50168384141616662 0.15137389486705299 1.0000000180025095e-35 -1.1438953002515546 3.0537978468623685 -0.49008176997875957 0.67527595557081987 1.0000000180025095e-35 0.3066483305190903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 3 10 -3 6 24 -8 9 -9 16 14 13 -13 -5 20 17 -2 -19 -18 -16 -14 23 -12 -6 -24 -1 28 -28 -30
right_child=1 4 -4 11 5 -7 7 8 -10 -11 22 12 21 -15 15 -17 19 18 -20 -21 -22 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00012242012363291663 -1.2933137272091427e-05 -0.00067942788875714668 2.2733552364079412e-06 -0.00033689575548764698 -0.00020400850706705161 -9.7998850345083118e-05 -1.7654353487623386e-05 0.00010745289855018838 -2.1809679731095765e-05 0.0003093975054919797 -0.00026822311779221001 0.00040656392121513616 -0.00047822406158450076 0.0021177588393011463 -0.00027536749108943826 0.00028357932517331043 5.019474379486227e-05 -1.8133841776443256e-05 -0.00015275067851653281 -4.0011268876909168e-05 -5.1381852665134443e-05 0.00010916539832491932 -1.347838684470599e-05 -8.2021202143880268e-05 -1.1298642110750336e-05 0.0013825142885860809 -3.4696007885715099e-05 0.00020306269145466452 0.0001671476023788322 -0.00010872768721992374
leaf_count=3396 28435 295 62515 8524 3959 10162 16338 13889 4572 4057 11635 343 617 38 7683 886 23424 11933 29324 50110 7427 1304 6763 8257 19808 74 10696 4992 8530 1945
internal_value=0 -0.030021 -0.0432938 -0.061969 0.00757363 0.0103844 0.0281779 0.0648871 0.119893 0.156305 -0.0499164 -0.168293 0.0657855 0.677373 -0.200268 -0.135804 -0.0382483 -0.0710751 -0.114613 -0.00871058 -0.165324 -0.0641959 -0.129108 -0.177747 -0.0392513 0.00194149 0.049341 0.0691054 0.0397431 0.117034
internal_count=361931 332372 259292 196777 73080 72785 62623 38856 22518 17946 169955 26822 2302 381 24520 15996 143226 69692 41257 73534 15110 1921 26729 19892 23767 6837 29559 26163 21171 10475
shrinkage=0.000980392


Tree=2768
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 540 644 793 497 1464 728 703 728 1430 113 12 79 1024 1465 1106 154 51 1256 1 747 353 967 978 1314
split_gain=32.4833 30.1503 38.9891 38.4726 29.8693 29.8711 30.823 27.3876 28.8703 27.384 27.108 27.0518 29.2715 26.5004 25.1963 24.8397 31.2116 24.8195 24.0797 23.7353 27.6324 25.5441 25.2478 23.6755 23.5107 23.1156 26.75 27.347 26.945 25.7654
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 2.9110317759397999 -0.34929633066952553 1.0000000180025095e-35 1.656418941702585 0.74657910936426475 -1.3163276726681863 -1.4568199934402009 -0.49008176997875957 0.54622893720785959 1.0000000180025095e-35 -0.28505987831433222 -0.43201376138761166 1.3727948663943095 -0.52774419131799011 1.7407510129396675 -0.15489933552323301 -0.68916341501484679 2.8265518582395983 0.14060148230820743 1.0000000180025095e-35 -0.85274851124177631 -0.20575281925485042 -0.95701537237522805 -1.6074403728556548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 9 15 10 25 17 -3 -7 12 -10 -11 -13 16 -6 -9 -17 22 21 -21 23 -5 -8 29 -27 28 -28 -2
right_child=1 4 -4 19 5 6 24 8 11 13 -12 14 -14 -15 -16 18 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=4.6903869827525574e-05 0.00022004183874169801 -3.2621284282156238e-05 5.0081933424782877e-06 -9.725449586183216e-05 2.9310279220815454e-05 5.9937173280380183e-06 -0.00049796294728967792 -5.4659942123692658e-05 -0.00022916053060414751 -0.00014288603608910143 0.00032738964692959153 -9.8860718029895807e-05 0.00016533791185703602 0.00013601275683463308 4.6103515228950557e-05 8.6773880562848824e-05 0.00046343705350489488 -0.00017543810680060963 -0.00097726455362940473 -0.00024418422535425895 0.00030304661641136586 -2.7484051765539957e-05 -0.00039481944290402625 0.0018015624529100314 0.0002861680671740485 -0.00012729558850009762 -0.00021289127037828635 -2.8800455231627976e-05 0.00011322501453301306 -7.7645613245983189e-05
leaf_count=29559 1934 50676 62515 2368 1023 5594 679 17811 1372 1762 1209 30581 5202 8012 8196 1824 2024 27857 102 8399 996 8202 6828 29 175 6616 1527 16923 17403 34533
internal_value=0 -0.0277686 -0.0410269 -0.0599104 0.00978607 0.0976726 0.0202883 -0.0482044 -0.0795811 -0.0117244 0.0656261 -0.0364071 0.0978554 0.0883893 -0.063721 0.221924 0.334491 -0.127058 0.0368462 -0.163406 -0.106547 -0.136204 -0.292773 -0.0596796 -0.334838 -0.0176087 0.016496 0.0383493 0.0938312 -0.0645327
internal_count=361931 332372 259292 196777 73080 12630 7657 169955 91019 60450 6803 45351 6574 9774 38777 4973 3047 45668 1926 26822 17597 16601 9225 2397 854 78936 42469 35853 18930 36467
shrinkage=0.000980392


Tree=2769
num_leaves=31
num_cat=0
split_feature=785 652 566 782 1470 858 728 650 961 768 89 21 829 130 841 1356 1038 414 55 679 1259 518 693 563 76 841 85 836 208 1039
split_gain=18.7996 17.6607 23.4242 22.8889 24.819 22.0735 20.3645 30.9086 26.984 25.9692 23.7337 22.385 23.2498 32.0891 21.9845 22.7021 25.7375 21.8363 21.6199 21.5234 21.3549 21.4273 21.2961 21.2914 21.2241 20.793 27.4472 22.3366 23.3529 21.0347
threshold=-0.86283290253235112 -0.55024281929118113 2.1710320005650359 -0.33729624418304543 -1.3545928909252491 1.0825608069246189 -0.49008176997875957 2.1314615550283826 0.58053403949872362 0.06012697565480872 -0.82316159016428958 -1.6471741456694959 -0.08428584614125563 1.0000000180025095e-35 1.6230973609042669 1.1703909184639636 1.2872256475800372 0.88424539543595271 1.0000000180025095e-35 -0.56041393223308222 1.8607825187866893 1.0794040238867422 0.44145510489645517 0.83401904531919524 -0.59564564087166505 -1.8207384637639275 -0.67216246106288902 -1.1713645845703897 1.1024973610899196 -1.3844775548172081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 -5 -6 7 9 11 -3 -10 18 14 -14 15 -13 19 22 -8 -17 21 -9 -11 24 -16 26 -12 -27 -29 -30
right_child=1 2 3 4 5 -7 8 20 10 17 25 12 13 -15 23 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.0021541479648076647 0.00045506777701273798 0.0020935742932426983 -0.0025189927070258036 -0.038594349227734699 0.012461159803723039 -0.0096463693689931504 0.020317992009652799 0.0096093675053826877 0.002728410798208976 -0.0082460092653014166 -0.030513362011120385 -0.0010682714129259775 -0.0020875066405745511 -0.0087387276487497674 -0.0011387871191427027 0.0080773019129410772 0.011875259000347029 0.0067913838946100733 -0.0035196615665168958 -0.0035919096477810674 -0.032970888546881155 0.036545247948690275 0.0040151945663936157 0.0056533636692375558 -0.016777507854184127 -0.021204830895703835 0.029909606881513909 -0.005407358445344619 0.087029207463977298 -0.020821525499049573
leaf_count=29559 105863 22512 3762 125 4431 591 1686 2294 4235 11159 213 72267 40493 17343 1948 2775 3533 2225 1080 5416 174 361 2108 1343 3538 2764 537 14868 29 2699
internal_value=0 -0.0147627 -0.027129 0.0815763 0.173482 0.19708 -0.0325956 0.0129359 -0.0445128 -0.00468761 -0.127319 -0.0335575 -0.0371389 -0.0772831 -0.0147606 -0.00475144 0.0837066 -0.0819354 0.204373 0.0151939 0.238207 0.280323 -0.118864 -0.14694 -0.216945 -0.164863 0.287097 -0.180833 -0.147834 -0.387991
internal_count=361931 332372 226509 8909 5147 5022 217600 40833 176767 38004 25345 151422 148656 57836 90820 83991 11724 15492 2766 8191 2829 2655 13267 6829 5486 21110 750 20360 17596 2728
shrinkage=0.05


Tree=2770
num_leaves=31
num_cat=0
split_feature=785 728 727 1431 954 666 1467 1470 809 21 1174 852 727 923 993 908 727 921 851 497 701 966 1183 694 187 21 695 278 1077 1452
split_gain=36.9489 29.4135 25.639 24.4678 23.2769 22.4572 23.7152 22.2215 21.8865 21.6773 21.6646 21.2079 29.5312 40.928 29.2133 27.0446 32.582 25.1543 24.8074 24.4447 24.3198 23.934 23.6963 22.9347 22.2031 21.9344 26.282 21.7939 21.9058 21.3705
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 0.98873640907070304 2.2575337098986954 3.2089320700182484 0.78209301887286675 1.6518864604429058 4.5933813388752975 -0.35580548617680507 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 -0.89727091510114898 -0.40729421879939548 -1.1275738623161491 1.0525743831388839 -0.84871412517626565 1.461728259125324 1.4761095297557725 0.024612155365880597 -1.5169683801573526 1.2615335103024639 1.1282120477717485 -0.51252769393407926 -0.70721591321319732 -1.1833072469291228 4.2406324835638474 3.3900475580725948
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -3 6 11 -6 -8 10 -10 12 23 29 15 -13 17 -17 20 25 -18 -20 -16 -2 -21 26 -15 -24 -29 -14
right_child=1 4 -4 -5 7 -7 8 -9 9 -11 -12 14 13 19 22 16 18 -19 21 24 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.0014453896985195e-05 0.00010142484234883199 -7.7042484909956697e-05 0.00010614798181176608 -7.615379455856353e-05 0.00014300656678945073 0.0001062230987480125 0.00023235741455438831 -0.00018790337020964417 -3.063591671152978e-05 0.0011373352622582392 -0.0010082402171580143 -5.8125043420703065e-05 -0.00033897159142545004 -0.0002711758814078166 -0.00032349409665383117 3.746528984576529e-05 0.00067139831779839711 -0.00062127454336722296 8.5981609553395215e-05 0.00013220011332679181 -0.00076737626929879415 0.00038641651162052551 -0.00012124619468767847 -4.1920279940640417e-05 -0.00035717686298381728 -0.0001111168505827988 3.0252176152162946e-05 4.6176780017974553e-06 -0.00077116099985446583 0.00087026996337311881
leaf_count=12551 9127 93974 17008 35150 4512 6806 2685 1449 226 39 153 3647 3560 2061 1258 1549 738 359 3590 4024 66 1783 8771 13181 469 29688 14605 88656 185 61
internal_value=0 -0.0292524 0.0513505 -0.0165396 -0.0674496 -0.0077335 -0.0126035 0.0707705 0.166627 -0.262777 -0.412164 -0.0160741 -0.046286 -0.076204 0.00269461 0.107827 0.176072 -0.0831246 0.250728 -0.0593015 0.589343 0.194685 -0.00935029 0.0225876 0.0866627 -0.0772319 -0.00420199 -0.00577948 0.00325137 -0.318554
internal_count=361931 332372 29559 232437 99935 197287 190481 5961 3103 418 379 187378 76776 54468 110602 11732 8085 1908 6177 50847 804 5373 98870 22308 4493 46354 16666 97612 88841 3621
shrinkage=0.000980392


Tree=2771
num_leaves=31
num_cat=0
split_feature=819 623 785 713 1022 1292 156 1463 21 1466 1469 585 636 21 1469 1458 1457 1457 1463 1450 1467 1449 1464 1455 1452 1453 1452 1470 1461 1464
split_gain=18.5796 18.5319 18.7733 20.631 19.4974 22.8013 19.8976 20.0547 22.2557 25.2752 33.7405 18.9827 20.3489 18.8082 28.224 25.7838 48.265 63.7675 59.9787 48.0262 44.0172 56.2049 41.1002 40.7755 40.2364 52.1005 51.1686 42.1776 42.5945 38.9377
threshold=1.0000000180025095e-35 2.4730844549491207 -0.86283290253235112 1.0000000180025095e-35 0.67527595557081987 1.0000000180025095e-35 0.3066483305190903 -0.26393080214824122 2.1349806934485605 -0.43643639796207517 -0.25625990864164305 1.0000000180025095e-35 0.186834972203473 -0.13431221002227373 -1.1965077841566287 -0.29018812659098675 -0.64778903421965739 -0.39201506900700916 0.093599294775546141 -0.75943029430201059 1.0000000180025095e-35 -0.43673904769945043 0.74657910936426475 1.7778406063357999 0.42195240976845833 1.9142027959396961 0.37490402264961914 0.11585700640814046 0.17054637065356101 1.1235102970770516
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 11 7 -7 -9 10 -10 12 -5 14 -4 16 22 19 24 -18 23 -22 -15 -17 26 -26 27 28 -19 -23
right_child=-2 -3 13 4 -6 6 -8 8 9 -11 -12 -13 -14 15 -16 20 17 18 -20 -21 21 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0072494053807373509 -0.0029720473841325541 0.00552819567226168 0.0050865790404971576 0.01042015078790496 0.010242541756282988 0.013715527630616998 -0.0046020350688963938 0.0048178084552409923 3.4143739847301135e-05 -0.0053520955488314181 -0.14379174861335359 -0.0063140566287589617 -0.0033367875353048078 -0.010590583619863992 -0.00021525539306703413 0.0031102520258557472 -0.013611889837339283 0.0030144856205266291 0.0026059305642836669 0.007135285026032747 -0.010646380236553142 -0.0019885694094138261 0.0027716341020420491 -0.012898838819940051 -0.025698839292319434 0.0068225295017143991 0.04211227367770027 -0.010813392986817454 -0.016193677282117149 0.013172136372394026
leaf_count=2644 46027 6766 12724 2299 4519 3834 1677 3552 42 218 51 4845 2601 15757 132097 39387 1777 8062 11855 13665 9267 13846 3363 2041 2932 686 234 11159 1967 2037
internal_value=0 -0.00351337 -0.00624693 0.0491914 0.0684159 0.0399982 0.11641 0.163788 0.0532545 -0.575858 -1.6003 -0.0317003 0.0617731 -0.0120817 0.00752017 -0.0303543 -0.0608192 -0.0251722 -0.0761923 0.0987127 0.000787786 -0.0716632 -0.159377 0.0459953 -0.141607 -0.364007 -0.103382 -0.11678 -0.0103234 0.00538925
internal_count=361931 315904 309138 26282 23638 19119 9374 7697 3863 311 93 9745 4900 282856 144821 138035 71457 52337 36895 15442 66578 25150 19120 41428 25040 3618 21422 21188 10029 15883
shrinkage=0.05


Tree=2772
num_leaves=31
num_cat=0
split_feature=1147 1091 1454 1469 1452 54 898 1470 1450 1452 1464 1464 1451 1463 1463 1463 1454 1451 846 21 1452 221 1452 1122 1453 1045 1465 1467 1341 63
split_gain=18.2918 19.0159 18.7936 35.7453 28.6384 26.2533 26.5344 25.7977 28.6107 27.5778 25.7641 42.1969 29.6835 36.7293 52.4551 43.2782 37.3599 33.7267 33.4669 29.8199 26.3026 26.1192 24.4957 24.1438 26.178 23.678 23.2993 32.4727 22.4396 22.3916
threshold=1.0000000180025095e-35 2.690828001094058 -0.2363894608792538 1.6911153983873026 1.2756511722692228 -0.42445565733332025 2.4363138920613476 1.2788133595270414 0.56482853325180316 1.6018939448921981 1.8829436135215958 1.8259340132682664 0.85146260965768261 0.29882605968400883 0.093599294775546141 1.9039566439795295 -0.40696913463973794 0.88359250333053418 -0.37897419420699058 1.189441983669046 0.075388382208316021 1.3103898297591292 1.6938994404115706 0.4323518532428216 2.064536973519659 -1.060258271115361 0.62080061049844804 0.27588322743799282 1.0383730684710419 -0.64169633322170971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 10 6 -4 9 -9 -6 11 12 18 14 16 -15 19 -18 26 -14 -16 23 -11 -20 -25 -24 -1 -28 -23 -12
right_child=1 -3 3 -5 7 -7 -8 8 -10 22 29 -13 13 15 20 -17 17 -19 21 -21 -22 28 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.00033336376766654441 -0.0020955955987230555 -0.022687384403827934 -0.00047603054759324398 -0.010649094199558727 -0.028411568314108723 0.0024573408955864107 -0.024518712696587962 0.0038737374649277633 0.094545783947623405 0.037482069612003004 -0.038533563496764213 0.046230950334295362 0.0074012189272824012 -0.018180811899444375 0.043969145738636362 0.037837975544195601 0.048884214051226109 -0.015348359404926522 -0.002396621242087458 0.035879014871607377 -0.0077465918543126403 0.00097662459029076456 0.024845984509036162 -0.008628411172628735 0.041200991802758734 -0.015772337316937154 0.014318786039857513 -0.0093430693248871457 0.018121298981789505 -0.0068349758526343417
leaf_count=55934 70831 609 54579 3549 1749 78480 730 394 47 185 491 217 3233 1238 630 205 88 1352 56573 481 174 6692 236 14951 131 1557 3304 1078 981 1232
internal_value=0 -0.0462183 -0.00127644 0.0173351 -0.0195829 0.0230093 -0.0146177 -0.227375 0.293394 -0.303843 -0.0146266 -0.011548 -0.0132241 0.125526 0.202604 -0.201279 0.114272 -0.201955 -0.0211939 0.231979 0.705926 -0.0535359 -0.119187 -0.0687009 -0.161067 -0.203958 0.0195692 0.18037 0.0681435 -0.322747
internal_count=361931 71440 290491 137338 153153 133789 55309 4168 441 3727 148985 147262 147045 7401 5958 1443 5154 1440 139644 3714 804 79328 1978 71655 15082 1793 60316 4382 7673 1723
shrinkage=0.05


Tree=2773
num_leaves=31
num_cat=0
split_feature=785 1431 727 1469 961 1452 52 1047 16 417 707 152 526 1430 770 1452 1465 1453 1452 1470 907 614 1450 1452 1459 1463 1469 1467 1467 1452
split_gain=35.2763 27.8014 24.3288 23.1309 35.0333 25.4976 24.9457 23.3881 23.2815 22.9422 21.9897 28.1716 25.9393 22.4861 24.6399 21.8286 36.0443 33.9314 37.9279 32.2838 31.3426 28.8693 28.2112 31.5432 45.83 30.8518 30.1575 29.6056 29.2698 26.6651
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.48837130887337593 1.0000000180025095e-35 0.75260204243716256 5.6574699592131381 1.4428188241784199 -0.1177062934146504 -0.046100481193397609 0.17512153080759113 2.1813890813839221 1.0000000180025095e-35 1.4660437873930479 -0.75741935175977038 -0.57258149932046476 -0.40063595989598516 -0.19343148340397223 1.5371897434101582 1.0659332135323951 -0.7788597974098721 -1.0625654336828987 -0.75943029430201059 -0.12401946641855496 0.066535483750973831 0.94170239728407068 0.39286519370133877 0.71708433387934811 -0.41259912630364309 0.25571642208767514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 9 6 -6 15 -7 -8 -2 12 13 -3 -12 -15 -5 17 18 22 21 -19 -18 23 24 25 28 -25 -28 -17 -21
right_child=1 10 -4 4 5 7 8 -9 -10 -11 11 -13 -14 14 -16 16 19 20 -20 29 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-1.8484570947841439e-05 -2.111057184359557e-05 -1.2105937688065971e-05 0.00010441762660003064 3.4687600354753786e-05 -8.3503865133596479e-05 -0.00036887767805049242 -0.00038781812859729547 0.00041412159374964118 0.0032749215055157023 5.1459221801501682e-05 -0.00012482155402156075 0.00020100377868082262 -0.00012598835753955883 0.00045151279467389998 -2.9726405548668242e-05 0.0011993692791449017 -0.00011407690117884561 0.00019461975297950548 -0.00062699987359540429 -0.0003616811805068859 -8.1257769483570908e-05 4.8854510899627302e-05 -0.00019075789991077858 9.1681492582853377e-05 -0.00034036025029260858 0.0011410449217827251 -0.00086460694394914766 0.0010810329464116665 5.5427719047953696e-05 0.00048933985013678929
leaf_count=12551 42651 61542 17008 29630 22713 3830 22 260 23 39456 46247 1587 16704 678 2526 128 8198 2837 1110 1939 8101 27408 12246 629 407 251 473 33 560 183
internal_value=0 -0.0277358 0.0510305 -0.0119437 -0.0329072 -0.114843 -0.0138853 -0.317765 1.87412 0.0161805 -0.0568159 -0.0990046 -0.0323517 -0.110854 0.0706045 -0.0146096 -0.0385544 -0.10584 -0.175643 0.00489211 -0.00535917 0.0200779 -0.147002 0.0735696 0.299347 0.562522 -0.219331 -0.683609 0.294515 -0.27886
internal_count=361931 332372 29559 203088 120981 26803 94178 4090 45 82107 129284 51038 78246 49451 3204 94133 64503 26775 15837 37728 10938 35606 14727 2481 1346 939 1135 506 688 2122
shrinkage=0.000980392


Tree=2774
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 923 519 1077 278 576 1452 346 1183 783 815 21 1051 695 905 1002 1050 1329 483 43 647 590 727 43 1159 625
split_gain=33.9537 30.4178 26.3425 23.1185 28.1401 42.8243 26.97 25.2176 25.144 25.0138 24.9729 24.7211 23.7683 23.7122 23.891 23.3936 29.9875 29.8073 24.1511 22.8636 23.3918 22.8046 22.8495 22.8031 23.7672 58.7435 22.63 22.5828 22.7626 22.3593
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 2.1420547332082829 4.2406324835638474 -1.1833072469291228 1.1032265037225084 3.3900475580725948 2.4847975134223916 -1.5169683801573526 -1.0732212767954836 1.6638054002796892 -0.13431221002227373 3.0856045387256095 -0.70721591321319732 0.6816917737009125 -0.32459312438081372 -0.89590682985542547 -0.39002737257870451 0.089901414606803565 2.2744972866152193 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 1.0078851103989419 3.1087653851120778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 3 4 13 10 15 8 -5 -8 -6 12 -10 -2 -15 16 17 -7 -17 20 27 29 -23 24 25 -3 -1 -14 -29 -19
right_child=1 23 -4 7 5 6 9 -9 11 -11 -12 -13 19 14 -16 18 -18 21 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.8107936431697245e-05 -0.00019040425251819364 -6.4641172838991986e-05 -7.7277505096657288e-05 -9.8035630862826082e-05 -0.00033381029119812624 -0.00025622353335964153 0.00017797682946499115 -0.00074627425741675003 -0.00029185307928334287 -0.00037645733804001809 0.00089142071447467634 -0.00022045271345871525 -7.6366562936335337e-08 7.4217096071499034e-05 -0.00018628631895897224 -0.00015535300447270582 0.00071773810633658222 7.3065687424333676e-05 3.9875145203676763e-06 2.7441156255838958e-06 8.4924474742520552e-05 -0.00015465007855407166 5.7004724142991866e-05 -0.00029485902564152885 -7.0732614039063668e-05 0.00043629785053573596 0.00010040128263473047 -0.00046869152402623731 0.00057523366150819498 0.00092432470654008048
leaf_count=12551 2461 4660 35150 10702 3650 2984 3098 217 1190 368 68 2289 5050 19104 1664 17948 266 10005 5918 58083 38564 7118 5003 4157 89769 1349 17008 1242 126 169
internal_value=0 -0.0283502 -0.0154229 -0.00628248 -0.0372108 -0.0657645 -0.049016 0.012532 0.0138514 0.122584 -0.31 0.0228074 0.0271734 0.0283719 0.0517439 -0.0650583 -0.0122061 -0.0215138 -0.11446 0.0304301 0.0676313 0.00755704 -0.0658641 -0.0671855 -0.0607336 0.080683 0.048909 -0.0622968 -0.362522 0.089015
internal_count=361931 332372 232437 197287 79824 56595 52877 117463 117246 3466 3718 106544 104255 23229 20768 49411 25545 25279 23866 103065 44982 22295 12121 99935 95778 6009 29559 6418 1368 10174
shrinkage=0.000980392


Tree=2775
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1376 290 727 954 727 1242 639 730 783 934 514 603 660 8 1470 1469 977 563 214 281 633 497 996 657 828 990
split_gain=45.7846 40.3843 30.1475 34.805 26.6153 28.8709 26.6112 25.664 25.2821 25.1128 23.7194 22.5826 35.8643 33.7944 27.9377 25.8101 25.9249 22.4523 22.3084 22.1453 30.0613 27.0003 26.8258 26.2447 26.1868 24.8137 29.8403 27.9438 23.4537 21.9266
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 0.18805867694879752 2.1089670232183031 -1.5722412400100421 0.98873640907070304 1.0000000180025095e-35 3.5578112322456241 -0.4698900685825908 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.78209301887286675 -1.0234077568651669 -1.600612793102197 0.18964466968179061 1.2947475886980198 -1.1563637504212994 -0.78887213145835056 0.92136228299251755 1.0565563832172893 1.0000000180025095e-35 0.47951398915042015 1.09266583130301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 11 5 19 -5 -3 -1 -6 -11 12 14 15 -4 16 -13 -18 -9 20 -2 22 -22 -23 -21 -26 -27 28 -28 -8
right_child=1 7 3 6 9 -7 29 18 -10 10 -12 13 -14 -15 -16 -17 17 -19 -20 24 21 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-1.5199809434949991e-05 -0.00029583767080149141 -8.8284775362997234e-05 3.9938951741541706e-05 -0.00011822637312138419 -7.6199358631540948e-05 0.00012382966900203641 0.00014559220011688793 0.00013872298934774867 0.00010984557621092755 0.0011564608802022121 -5.0554181972990425e-05 0.00017406284995297446 -8.4700428713182127e-05 -6.3092669675629645e-05 0.00041782535735071535 -2.3365231649245769e-06 -0.00046595242610816123 0.00063703834574887423 -0.0001921016399563122 -0.00011490890461678986 2.6711572002379448e-05 -0.0003130041955954279 -0.00030815221776593968 0.00018183913004079204 -3.8368539528802876e-05 9.7327719498243657e-05 0.00017324574507217302 -0.00051482544710473399 -0.00046781035489967343 0.00043318162661029445
leaf_count=12551 1284 93974 6880 1294 63803 5739 4808 4512 17008 150 193 2134 17685 3732 1041 1982 101 996 1449 19559 10778 526 1294 6956 66627 11557 849 663 313 1493
internal_value=0 -0.0338609 -0.0189716 0.0331153 -0.0316588 -0.0145096 0.161229 -0.0784254 0.0556819 -0.073965 0.557524 0.00271173 -0.0309924 0.0954905 0.09121 0.205354 0.314292 0.567687 0.0664132 -0.022364 0.039347 0.058067 -0.00492423 0.154112 -0.0368783 -0.0205918 0.0598118 -0.182631 0.00424143 0.216325
internal_count=361931 332372 232437 42146 190291 126145 7595 99935 29559 64146 343 34551 25606 8945 7921 5213 3231 1097 5961 120406 20838 19554 12072 7482 99568 80009 13382 1825 1162 6301
shrinkage=0.000980392


Tree=2776
num_leaves=31
num_cat=0
split_feature=1447 291 368 810 1110 1298 1361 560 1373 629 677 1175 819 419 634 545 710 843 85 1457 908 227 1146 1331 833 1105 1117 375 1047 615
split_gain=18.3848 22.0326 21.6699 21.6684 21.515 20.8122 39.4802 27.5432 26.726 24.7529 24.2498 23.6308 23.6292 24.3265 22.1382 21.2927 30.3557 29.2883 28.3588 27.5577 24.2375 24.9202 24.0644 23.1385 23.0865 20.9616 21.6949 21.6962 22.8125 20.8213
threshold=0.74484333252909696 0.66149345213584188 0.68790859133042659 -0.65819684525605759 -0.36278000327823834 1.0000000180025095e-35 1.0000000180025095e-35 0.33732017733152231 -0.35286549756995528 0.58309809233117293 0.66908448271462528 1.1606872591451018 1.0000000180025095e-35 -0.20392941016768598 -1.2831242974873747 -0.42272316119950532 2.0990458417769733 -0.49207878929473253 0.75205481786767825 1.339295830115254 -1.475411512194875 1.332797723529098 1.0000000180025095e-35 -1.1429040823961476 -1.194988714491918 -0.90081543685795606 -0.35161259426434949 2.0992015153498529 0.97071793319108679 -0.59108387774323179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 7 8 -1 15 14 -10 13 -8 -9 18 19 25 22 20 21 -17 -7 -19 -23 -18 -27 28 -28 -22
right_child=1 2 -4 -5 -6 9 12 10 11 -11 -12 -13 -14 -15 -16 16 17 23 -20 -21 29 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.013345604515376575 0.0027468194039505316 0.0012160703572969625 -0.016512494212386097 0.0031203428260272127 -0.011209985654536863 -0.0040227768496636082 -0.0019773626753344922 -0.022236430111126332 -0.0063665965894763163 -0.0023745667084108229 0.011368431520727577 0.0040129959968851084 -0.0063718014880880039 0.0024576735765758397 -0.0011214906187121708 -0.012722225009294569 -0.022203090860430083 0.052523481226467009 -0.0084610315006640163 0.0085202814961846517 -0.00061615167113354089 -0.043393928816508692 0.0024955700143311915 0.013536141553716453 0.032915148695984491 -0.0075787111546821292 0.0034869139255732013 0.06724560803620501 0.047259285353636479 0.0033099476585722633
leaf_count=15218 38268 2867 1205 7177 3370 15096 32159 1439 28332 42664 1810 4060 9894 32470 13770 3317 457 158 7974 5220 40497 94 22394 2954 330 984 854 66 145 26688
internal_value=0 0.0275517 -0.0430203 -0.0193486 -0.109361 -0.0165978 -0.0402626 -0.0950004 -0.133089 -0.000497886 -0.0074228 -0.0983834 -0.00765093 0.0065822 -0.0486916 0.015705 0.0349226 0.184361 -0.0301293 0.0229963 0.0111443 -0.18335 -0.00157924 0.313562 0.387724 0.00428412 0.093189 0.29516 0.209204 0.01968
internal_count=361931 52887 14619 13414 6237 309044 139152 64629 47610 169892 17019 32392 74523 64629 15209 127228 81764 5618 45464 76146 70926 3741 37490 3112 424 2506 2049 1065 999 67185
shrinkage=0.05


Tree=2777
num_leaves=31
num_cat=0
split_feature=871 785 729 852 1256 284 1469 21 563 727 954 428 21 471 416 882 292 1454 1450 1116 498 488 217 277 1427 1278 1173 209 1089 735
split_gain=38.3768 37.2278 31.0747 26.9538 30.3378 30.8955 28.507 27.9791 23.7652 23.0818 22.6826 23.9652 21.9743 21.9304 21.7529 23.8002 20.8964 20.7396 21.0458 21.8543 20.6942 20.5395 20.3985 24.7563 21.9175 25.1057 21.6225 22.2308 20.1574 22.0299
threshold=1.0000000180025095e-35 -0.86283290253235112 0.75637635299260908 1.0747610123934368 -0.6406676208460812 -0.051331712791455826 -1.0588145806293296 -0.13431221002227373 1.5259646835875491 1.0000000180025095e-35 0.98873640907070304 -0.31397062549479093 4.5933813388752975 2.9395468797111257 -0.40440251268165117 2.1621367426492752 -0.86143770889851801 -0.54601782800142706 0.88343564287383192 -0.70668728795505775 2.3761431599641116 2.0392715530565324 -0.71444552582494147 4.2702407650884053 2.2971197365863145 1.0000000180025095e-35 -0.33657534519683091 1.2240214519904722 1.0000000180025095e-35 4.0547895985384921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 16 -6 7 14 -9 -1 -4 21 22 -7 -3 -16 -5 18 19 -11 -13 -12 23 26 -24 -26 -8 -28 29 -2
right_child=28 2 10 4 5 13 12 8 -10 17 11 20 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-6.7378663583003143e-06 -0.00012903058060826595 4.6919402124728956e-06 -7.3990004830029458e-05 -0.00032245160724013715 1.8213483363741091e-06 0.00018453069006315887 -5.2373678231828062e-05 -5.4598964660628763e-05 0.00032301034828883396 -0.00040545680202850649 -6.7411927225103307e-05 0.00015654016911239977 0.00088258295948535112 -0.00066270007547547191 0.00019903161373522081 -0.00071333783720583393 -1.1107079219067194e-05 0.00018204093719836228 0.00074090645168214616 3.6447301717757913e-05 0.0011390145748084324 -0.001137153616208879 -5.4359604581861055e-05 -0.0010257922307524597 0.00021684703159571491 -0.00026602000295543159 9.2773111533097226e-05 -7.3634589278148853e-05 -4.0894605517188756e-05 0.0014655281841990484
leaf_count=10503 33607 5009 76515 1393 8228 9633 14181 10041 731 582 2125 3122 91 130 7191 114 4856 9784 173 3732 89 110 96567 164 2575 579 17157 4725 38193 31
internal_value=0 -0.0137143 -0.021987 -0.00721051 0.0584686 0.100329 -0.0181639 0.0496461 -0.0284418 0.0665029 -0.0633402 0.076342 -0.0312557 0.177039 0.118599 0.187858 -0.0768634 0.126484 0.00507499 -0.0245673 0.191384 -0.118408 -0.0321321 0.0125814 -0.0490979 0.127998 0.0157423 0.0581361 -0.0785099 -0.128675
internal_count=361931 290100 265326 183365 24240 17991 159125 23086 10772 24774 81961 5446 136039 9763 12314 7305 6249 14271 4487 4314 3211 2235 135948 36227 99721 3154 36063 21882 71831 33638
shrinkage=0.000980392


Tree=2778
num_leaves=31
num_cat=0
split_feature=785 519 727 728 869 921 783 382 126 1230 1022 140 209 583 639 550 395 689 706 355 834 769 965 858 692 924 766 214 1252 978
split_gain=37.5682 29.4274 41.7289 34.253 38.533 39.6502 64.6952 32.5538 31.7516 29.8746 28.5466 27.7096 26.851 26.8256 29.1174 26.7809 26.494 26.3244 25.6776 25.4966 25.468 27.793 24.8957 24.5708 24.0127 23.8324 23.6654 23.682 22.4585 23.5662
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 2.3457019632811744 2.6552641023399333 -0.38614692990375338 1.4237363317142799 -0.55326332990463356 0.11942102837874842 0.29966714842153758 1.0000000180025095e-35 -1.1110989058077336 0.85558832110916161 1.4218347872305723 -0.55738587327289035 0.53390540777970152 0.1463002810917281 1.0825608069246189 -0.91671528415897374 1.8999064755685127 -0.45228654518479167 0.37772781070951184 2.4192096387169548 2.6375975511520715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 18 13 5 8 -7 9 10 12 16 -12 24 15 22 -2 -5 -18 -3 -20 -19 -22 -15 -8 -4 -6 27 -25 29 -27
right_child=1 2 7 4 25 6 23 -9 -10 -11 11 -13 -14 14 -16 -17 17 20 19 -21 21 -23 -24 26 -26 28 -28 -29 -30 -31
leaf_value=5.2287151252682562e-05 4.1319706330640165e-05 -0.00014461342215951628 -0.0002501800221169191 -0.00013788403334719936 -0.00010229649160424651 -8.3125528780791249e-06 0.00031270148833573868 1.1089496311242833e-05 -5.987973145152424e-06 -0.00023105239897097541 0.00071535789463314373 1.0816408868942197e-05 -0.00021754371936382003 7.0051985096534643e-05 -0.00012521424374709286 0.00025194025937536654 8.0726859449696008e-05 2.3175733627683204e-05 2.795028566615139e-05 0.00066956827451440572 -0.00015188738155666036 -9.3338039140087068e-08 -6.0939216547117559e-05 0.00040619178475185576 0.00033273998448102597 5.380085673988734e-05 -0.00076815752206735625 -0.00086032480670924941 0.0008658552179047394 -0.0013692334958137528
leaf_count=29559 16470 6191 331 33669 79939 18652 4493 5700 62084 529 372 658 446 16348 11228 2851 6206 10524 2965 291 20381 8802 12286 285 5065 5081 191 90 171 73
internal_value=0 -0.0279548 0.0463977 -0.0344914 -0.0472922 -0.0280679 0.0553734 0.123361 -0.0434366 0.223979 -0.0760138 0.271761 0.2667 0.0135868 -0.0214049 0.0790957 -0.0819012 -0.0490037 -0.0644143 0.08968 -0.071809 -0.107442 0.0144995 0.266058 0.306181 -0.0928947 -0.149229 0.146008 0.0668263 0.0352671
internal_count=361931 332372 21518 310854 251671 166407 23711 12071 142696 6371 80612 1030 5842 59183 39862 19321 79582 45913 9447 3256 39707 29183 28634 5059 5396 85264 566 375 5325 5154
shrinkage=0.000980392


Tree=2779
num_leaves=31
num_cat=0
split_feature=785 519 727 728 869 921 783 382 791 858 691 927 789 934 782 879 503 924 892 1247 428 1188 89 1452 1470 566 290 823 858 706
split_gain=36.6557 29.9897 42.8412 35.8497 38.9983 39.4604 63.2579 33.1388 32.4002 36.279 32.3373 30.4645 29.8447 28.0871 26.9491 26.518 29.3849 26.1055 26.058 29.8815 25.9888 25.8753 30.2915 25.7913 30.1246 26.4849 27.3633 25.4386 24.8573 24.8552
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 0.55350330389352487 0.29073615932568342 1.0483613175537825 1.1248358748350926 1.0000000180025095e-35 -0.84243843966579501 -0.65854580630962423 0.20835388421531212 1.8999064755685127 1.0342428102238199 -0.29149962867897405 -0.99270919937965674 1.4294153767604902 1.1007406981308263 0.79547082264194502 1.1841999613071987 0.46320471953979853 0.58124222960615413 3.1893296217777243 1.0825608069246189 0.85558832110916161
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 29 13 5 8 -7 12 -5 10 18 -11 -4 14 -2 -16 21 -6 20 -20 -10 -17 -23 -15 25 26 -25 -28 -8 -3
right_child=1 2 7 4 17 6 28 -9 9 11 -12 -13 -14 23 15 16 -18 -19 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=5.1313973037733871e-05 0.00028565237618772562 -0.00014407754497685666 0.00028784921676082328 -6.5526457496729095e-05 -0.00010335398373515319 -7.982472935007492e-06 0.00031032707107834769 1.1769630558604055e-05 -0.00022329716922923998 5.6586004951899747e-05 -0.00015391693011832533 0.00033761852080092472 -6.4502910147220529e-05 -5.946490068323827e-05 0.00015768168001549298 2.525494958327104e-05 -0.00014332370220414257 7.2382816707072806e-05 6.3359214756014364e-05 -0.00049831493256385397 6.4070151455213945e-05 0.00023936446184776348 0.0013394343056430914 6.8161210892261621e-05 0.00083820449358385234 -0.00016933497055956107 0.00063292422065248336 -0.00074060209928011064 -0.00015127339183710259 8.4722298923009615e-05
leaf_count=29559 2171 6191 5244 98610 79939 18652 4493 5700 2410 9918 10118 2066 1127 26497 6481 11933 6016 5325 1179 1414 16981 838 124 2723 227 1434 651 88 566 3256
internal_value=0 -0.0279149 0.0471452 -0.0345119 -0.0476016 -0.0282609 0.0549583 0.125103 -0.0435926 0.00978035 -0.0342974 0.113661 0.226554 0.0146831 0.0671789 0.0451102 -0.00109915 -0.0934579 0.0130801 -0.241343 0.0386009 0.0560504 0.392049 -0.0310466 0.108264 0.0714544 0.175298 0.5283 0.263314 -0.0651683
internal_count=361931 332372 21518 310854 251671 166407 23711 12071 142696 44086 32102 11984 6371 59183 27563 25392 18911 85264 21984 2593 19391 12895 962 31620 5123 4896 3462 739 5059 9447
shrinkage=0.000980392


Tree=2780
num_leaves=31
num_cat=0
split_feature=50 56 1470 651 729 928 858 902 784 990 519 205 450 694 567 139 1453 657 217 913 110 882 462 646 1053 635 878 996 768 843
split_gain=18.6012 36.5814 19.7737 19.5246 19.2416 20.8847 22.9018 30.2892 23.78 27.7051 23.8172 22.2342 22.0942 22.0922 21.344 19.8631 21.3158 21.1439 21.2487 25.8868 20.5035 19.5894 19.1314 18.9727 22.8726 18.9599 23.5717 18.8415 20.7435 20.3209
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 1.1107569744011787 0.75637635299260908 -0.52992354128753727 1.0825608069246189 2.1632409731494207 0.9594655836162902 1.09266583130301 2.1420547332082829 1.3370782873026934 0.69231615738246322 1.3473987468239537 -1.075347069134456 1.9109618506219268 1.257127198603895 2.2603408215975165 2.6854763446249597 -0.8185134630708476 -0.58260933651309244 1.0000000180025095e-35 3.5900732819318715 -0.90637096434068598 -0.037480660603627342 1.3200085907964836 2.630508148566769 1.0565563832172893 1.2026019002871917 1.858813923632791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 12 10 25 11 14 -8 -12 -2 16 17 18 22 -20 -21 -6 -7 24 -14 26 -10 28 29 -5
right_child=4 -3 3 27 21 15 7 -9 9 -11 13 -13 23 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0071290202929341143 -0.0076566135812239705 -0.00010689992771304421 -0.0052890244467437633 -0.0013582916391774557 -0.004110336223361457 8.2635579541535893e-05 -0.0028804268551994548 0.017730931473901996 0.0086258784560946135 0.022804779718940578 0.017265218292695374 0.0089342855622925946 -0.018115686556074925 -0.015043845846163049 0.0016036766849617753 -0.007517331287154403 0.0055262463652208053 -0.007412689980278277 0.041583813166028744 -0.043613704436412506 0.011098096292707719 0.0002196571303581319 -0.026548741804450084 -0.027905026490390169 0.055950999689523877 -0.013661751925914621 -0.048275190070297583 -0.017753589244529765 0.020674563147614303 0.028289288053351676
leaf_count=1771 4044 90457 66145 4370 28616 72797 3452 596 5531 1377 1830 3751 136 281 21909 4599 7556 4534 300 103 692 33417 376 846 68 492 79 664 890 252
internal_value=0 -0.0294979 -0.0792873 -0.0886457 0.00466832 0.0183188 0.0564592 -0.0769914 0.0744536 0.181004 0.0478964 0.031455 -0.138921 0.263235 0.00729211 -0.000956554 0.00608925 -0.00523666 0.00385687 0.306013 0.0911979 -0.0313007 -0.000743646 -0.413114 0.164216 0.120938 0.15589 0.036051 0.0796875 0.0171165
internal_count=361931 164549 74092 72321 197382 135349 44392 5098 39294 7479 31815 29704 4502 2111 25953 90957 86358 78802 74268 1095 795 62033 73173 1050 204 6102 5610 6176 5512 4622
shrinkage=0.05


Tree=2781
num_leaves=31
num_cat=0
split_feature=1097 269 785 61 713 1455 1250 713 639 20 900 84 125 603 710 930 1331 567 936 254 1452 1470 755 1358 422 420 647 138 909 866
split_gain=33.5081 42.4786 33.7463 30.5642 29.9538 27.6552 27.0485 26.2053 25.2652 23.9591 23.9417 27.1371 24.3344 29.5462 28.288 48.9378 30.3335 29.158 27.2018 27.0332 26.5949 31.048 25.7958 23.7761 33.4185 27.0444 23.7565 23.5369 23.4392 84.6492
threshold=-0.64966988391888181 -1.2832447556410924 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.8565720557184995 1.7842202948349855 1.0000000180025095e-35 -0.63504731868640552 -1.1268134626740516 2.1273853924476502 1.4073521381958805 1.5320262332576917 -0.65487585284458427 1.8739714802800056 1.0000000180025095e-35 -1.0674385962720063 2.5094887342694556 0.30310323293594316 2.3914426075998607 0.075388382208316021 1.4286179067084592 1.8349057301109672 0.48172645892998917 -0.56930751802845425 -1.4182273626983124 -0.39658881029650567 1.4541496542937984 1.0177766212561699 0.5880156106821478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 23 7 -5 -9 -8 12 -12 14 -14 17 20 -17 18 19 28 22 -22 -16 24 -1 -25 -20 -26 -4 -30
right_child=1 2 10 6 -6 -7 9 8 -10 -11 11 -13 13 -15 15 16 -18 -19 26 -21 21 -23 -24 25 27 -27 -28 -29 29 -31
leaf_value=-0.0001481811455653816 -8.9358080972907491e-05 -0.00018300228081035599 -1.2008055791591209e-06 -1.5937138496696191e-05 0.00010521058393227962 0.00023042408179720141 -0.00068260063224216943 -5.8443777410387688e-05 -0.00022186183286900191 0.00016691813622158764 0.00019302467710828025 -0.00028361260220695724 -2.6423232128255132e-05 0.00014899002726733996 0.0001885538924119758 0.00045673344452571519 -7.881468211041433e-05 0.00029671597304401474 -2.4038367076011751e-05 0.00016648055463922066 0.00032070072655122808 0.001209752476514519 -0.00027621372748782029 0.00045464484634162041 -3.7712770693863702e-05 2.8537513504205352e-05 -0.00012877039523240911 0.00016453164327162866 -0.00015579539576229362 0.0001510862154272211
leaf_count=19817 32744 1859 80222 8429 20222 1814 209 8907 21840 2492 4407 606 7108 7943 2738 484 7159 1189 19857 3628 1998 157 841 1050 40544 12301 24675 3311 18082 5298
internal_value=0 -0.00680819 0.00370986 -0.0565491 0.0837043 -0.0287038 -0.114675 -0.134362 -0.173817 0.109958 -0.0061983 0.139255 -0.0105431 0.0663831 -0.0191425 0.0765402 -0.0420872 -0.0280778 -0.0309913 -0.0123125 0.222521 0.401447 0.105199 -0.0369167 -0.0561924 0.0627014 -0.0795398 -0.0222681 -0.0191647 -0.0817479
internal_count=361931 241217 208473 120714 22081 78837 41877 39176 30747 2701 186392 5013 181379 15051 166328 13377 7643 152951 151762 107230 5734 2155 3579 77023 63672 13351 44532 43855 103602 23380
shrinkage=0.000980392


Tree=2782
num_leaves=31
num_cat=0
split_feature=1097 269 61 1250 713 1358 422 420 138 639 20 1453 1470 21 705 1464 1464 1464 1453 1467 1449 21 1465 1465 1466 1458 1459 1465 1466 1468
split_gain=18.6308 31.4942 28.0241 26.3396 26.1292 25.1354 30.4564 28.8052 25.1131 24.876 23.8636 22.2801 30.4345 32.3143 21.7014 22.2398 25.2999 41.0942 39.442 40.9891 41.0465 39.4743 29.5156 25.8924 24.0538 23.6327 38.3438 63.3923 47.7133 48.9095
threshold=-0.64966988391888181 -1.2832447556410924 1.0000000180025095e-35 1.7842202948349855 1.0000000180025095e-35 0.48172645892998917 -0.56930751802845425 -1.4182273626983124 1.4541496542937984 -0.63504731868640552 -1.1268134626740516 3.3620603879665567 -0.18769431288052177 1.5676574675808517 1.4125972960924511 0.2602645535820674 0.35193241984319928 0.36705918647655594 -0.14756540052680775 1.8211119935761897 0.71251893840138358 1.0000000180025095e-35 0.2596866816849363 -0.39749697962010117 -0.28172798871976756 -0.71693843586677841 -0.45816039207885656 -0.50774874858985386 -0.35193789771552797 0.29530843783491928
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 -1 -7 -8 -6 -5 14 13 -13 15 25 18 -18 19 20 22 -20 24 -23 -17 26 -3 -28 29 -29
right_child=1 11 3 10 9 7 8 -9 -10 -11 -12 12 -14 -15 -16 16 17 -19 21 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0059442156217501332 -0.0035824894325859934 -0.0028978609501145976 0.00035857936384489099 -0.034024110869855496 -0.0018612098961526418 0.025313497250627037 -0.00066604158274385938 0.0029213535218738157 0.0098461842053703744 -0.010203562294223322 0.0095786989606903225 0.0025031132448486539 -0.029286256621770118 -0.025471740897045764 0.0053989332092616521 -0.011573080378975278 -0.047422739909197924 0.0017015552286816242 0.0028296397123177479 0.037898512166387559 0.028613407627143907 0.0097675703482084392 -0.028211053895688495 0.03961637606898577 0.015132317403623011 -0.00099110888342038295 -0.0057804025266080831 0.010248742979642372 0.0034648054151337013 0.032277196270802576
leaf_count=20234 32744 9617 8429 209 8907 1070 41468 12646 3419 21840 2492 2319 752 604 11116 1183 235 45276 1109 300 349 493 759 905 676 117465 4360 3599 5661 1695
internal_value=0 0.00153215 -0.0358144 -0.0919829 -0.111623 -0.00898231 -0.0286747 0.0924533 0.00336465 -0.151435 0.131119 0.0106058 -0.158278 -0.0654435 0.0137322 0.00817437 0.046859 0.0296376 0.183263 0.0158019 -0.0692106 0.378346 -0.178987 0.59834 -0.0250486 -0.00652032 0.0561413 0.123829 0.20879 0.357502
internal_count=361931 241217 120714 41877 39176 78837 65121 13716 44887 30747 2701 208473 3675 2923 204798 193682 51285 45511 5774 3267 2967 2507 2618 1398 1859 142397 24932 15315 10955 5294
shrinkage=0.05


Tree=2783
num_leaves=31
num_cat=0
split_feature=785 112 21 683 281 1461 1459 1468 835 1463 1454 1454 1455 1452 1454 1467 1450 1453 1450 1449 1210 1449 1455 1465 1464 1462 1454 1460 1462 1461
split_gain=18.0085 17.3973 19.5335 28.5127 25.5495 24.1302 22.5089 24.1266 23.7699 22.1521 23.0742 26.5697 22.1488 26.8265 26.3729 43.4306 30.8039 35.1641 30.5813 36.305 31.5054 28.4199 28.3522 37.4834 67.3211 31.2284 30.0359 27.6474 27.9364 28.6427
threshold=-0.86283290253235112 2.2718117149406565 -0.70163543588998201 -1.3831318875547542 -1.1763491721892991 2.5032120688259147 -0.29335017616020637 3.6004644055904023 2.0606790868966383 0.63242675378998692 -1.0333979697783775 -1.0494811380965572 2.5522110869383945 2.3445682831865544 0.95531609900580594 4.808695702623436 -0.70617196192585163 0.95496318747388242 3.2607042407486069 1.5121378571537194 1.0000000180025095e-35 1.2399523804183812 -0.17791328164125284 -0.23500880686833706 1.0492743780141727 0.31566530673697413 -0.47921441570843964 1.6294498763143352 2.3537553707775403 -0.2634310735630721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 9 -5 12 8 -8 -7 10 11 -4 14 -14 15 16 22 18 19 27 -21 -19 23 24 26 -25 -2 28 29 -18
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 -17 17 21 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021386916001696929 0.012439542751419145 -0.0057375098660893105 -0.026859650198339847 -0.0066272711628377976 -0.000300862598438846 -0.0081768306443434861 0.013159188106082194 0.058332730521370085 0.054885392113805248 0.0027562139998493036 -0.0059944191749229945 0.070979463962825048 0.016557004675292111 -0.021803729518323493 -0.0061976876166868798 0.037071221371842329 0.0020554887214563433 0.014348761757634774 -0.036518053923187604 0.00051827840538686682 0.027528465048823843 -0.010552567092989403 -0.010514311600220391 -0.017229186179135141 0.05568247105038529 0.00695285606844001 -0.022024711532819 0.018142400022081697 -0.023512573810952439 -0.0048212995300174113
leaf_count=29559 1367 13258 91 10919 183171 1050 2113 115 86 5752 33216 92 1671 268 7919 336 36276 4367 299 1167 1218 659 6880 1857 294 1357 577 1061 798 14138
internal_value=0 -0.0138614 -0.0109778 -0.0214973 -0.0115758 0.0209618 0.202796 0.322539 -0.0678226 -0.0872096 -0.114339 0.74851 0.0117487 0.236958 0.00457495 0.020019 0.0149432 0.0380979 0.0181901 0.0228302 0.304365 0.218811 -0.0980092 0.0280187 0.262415 -0.141377 0.0627182 0.00809299 -0.00127977 0.00607368
internal_count=361931 332372 319114 233241 194090 85873 3364 2228 1136 39151 33399 183 82509 1939 80570 72651 72315 59983 54957 54658 2385 5026 12332 5452 2238 3214 1944 52273 51212 50414
shrinkage=0.05


Tree=2784
num_leaves=31
num_cat=0
split_feature=470 257 56 809 426 1466 1329 794 421 1459 1459 321 359 417 488 830 1229 248 1391 363 1173 708 1470 330 3 1465 1422 1383 1452 2
split_gain=18.1965 29.9049 26.477 28.2099 23.3338 22.2097 21.4758 20.2342 24.7907 22.4389 23.4986 19.9499 19.8856 22.9999 19.8006 21.7652 19.7517 20.0483 25.7666 22.4706 24.8498 19.7249 19.6447 25.0191 21.2106 20.0932 22.3948 22.1999 20.953 19.9862
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6518864604429058 -0.76766706532187956 0.51364500316626394 -0.41275789730715118 2.2041218380651819 0.49349043651487579 2.2026343062995877 3.1432092017278728 1.3688699032798501 -0.17627047239520108 -0.38025410900249174 -0.84573619838514136 1.9329096456298644 0.68842730247739281 -0.57955598463829927 2.186957058674198 0.47654878733186329 0.54400330130629337 -0.5257587219940828 -1.2126727935954851 1.0000000180025095e-35 2.2709459304818265 -0.099720559038131346 1.0000000180025095e-35 2.7085190290768657 0.68011561037582036 -0.092429122763069652
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 14 -7 16 9 11 -11 -9 -8 -14 -3 -16 22 19 21 20 -18 -19 24 25 -1 -24 27 28 -27 -30
right_child=-2 5 3 -5 -6 6 12 8 -10 10 -12 -13 13 -15 15 -17 17 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00075466133869887841 0.00029065698225798424 -0.0054640874263876642 -0.010426459545231076 0.036412960840936003 0.0016713204014438586 0.0081253733892103271 -0.0051708473507806295 0.0047033128228730564 -0.01704154403797151 0.099962876816703294 -0.064317072697501962 0.044957102959046175 0.017437483811806868 -4.802924905417073e-05 -0.00070094848831907383 0.0088123895307415882 -0.0045008527569443549 -0.01694562104442816 0.059938815744569364 0.042730305142821064 0.035311136248668371 0.0010292265208136596 -0.0086105382568336525 -0.0057290017645700679 0.050920913214850483 -0.021368370211512819 -0.036641849017561734 0.12112647783559377 -0.02371356588418665 0.022505366217222208
leaf_count=4727 191352 13164 4294 239 14854 6946 4753 1896 861 53 21 178 1357 2915 57457 3039 907 1616 97 311 264 3053 9754 30798 111 4107 2000 28 382 397
internal_value=0 -0.0279165 -0.0703341 0.00798044 -0.0048851 -0.00205222 0.0720984 -0.103078 0.122546 0.264492 1.43918 0.198285 -0.000736136 0.106483 -0.0197408 -0.00356616 -0.115396 0.0175244 -0.0699521 0.255726 0.110538 -0.0988117 -0.13692 -0.159065 0.0123766 -0.26776 -0.407707 -0.294731 -0.312787 0.0940601
internal_count=361931 170579 80948 19387 19148 89631 15971 61561 3009 2148 74 2074 9025 4272 73660 60496 58552 6248 4766 1482 1171 4669 52304 47466 4838 16668 6914 4914 4886 779
shrinkage=0.05


Tree=2785
num_leaves=31
num_cat=0
split_feature=1100 800 272 1459 1469 1470 62 1464 1452 1464 1459 1452 1458 1450 1450 1449 885 1458 1458 1469 1467 1467 1458 1470 1449 1451 21 1455 1455 1470
split_gain=31.5714 31.4381 30.0101 28.4388 36.9322 33.7852 32.937 33.5821 41.2429 36.6726 36.5642 35.2587 28.4667 31.7053 56.5414 38.5069 33.2185 33.0559 28.938 27.4524 26.9952 28.7134 37.0422 35.2486 32.8003 58.6341 46.6792 32.5458 42.0352 36.1642
threshold=1.6293515030253838 -0.57812715656594349 1.6568181847307961 0.49900387419946662 -1.0116054822771126 0.052781407594911935 -1.2811150420666217 -0.46204076373648789 -0.58911782507014421 -0.43279898335635575 0.37882653492821733 -0.6089211083739523 -0.31379689007984696 0.15319084326732887 0.48676867236521493 0.17887655251925397 2.2685560401286238 0.24391125146464598 -0.34425841020341802 -0.81490090580954255 4.808695702623436 0.27588322743799282 -0.5662237760173453 -0.26259658647123058 -0.28169246573726142 -0.040427581734015477 0.81122649975724037 1.3141790966806519 0.019324323726861894 0.34450605210609392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -6 8 11 -9 20 12 18 16 -15 19 17 -14 -8 -16 21 24 -23 -24 27 -26 -27 28 29 -10
right_child=-2 3 -4 -5 6 -7 7 9 10 -11 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=4.3833641820314078e-05 -8.4675397055922048e-05 0.00015592912639660745 -0.00012436604860807147 2.0737623504163127e-05 -0.00011992824255700708 -1.0587413620048789e-05 -8.3459416527778199e-05 0.00077302590953760083 -6.2705415854823521e-05 -9.9650115324285921e-06 -0.0004657562189149085 0.00059236612088871786 5.9041425032431918e-05 -0.0006612185875294604 -0.0011462035897155105 -0.00019632194536369147 -0.0004025655107588886 0.00040538311493723095 -0.00082319895566534908 0.00057729079465419406 0.0010048219869557913 -0.00048527232471214294 -0.00025840301315719434 9.3257568738985694e-05 -0.00028517905476680588 -8.5846431463163379e-05 0.00040985708948304339 0.00051849750818369449 -0.00021365476782003522 0.0002265042823799387
leaf_count=56966 48937 6948 6673 50700 36347 22760 6509 226 5264 77441 1724 476 2902 797 56 1016 379 2295 304 624 72 2474 4331 2307 8197 5059 1044 505 4507 4091
internal_value=0 -0.0129775 0.0302077 -0.0250468 -0.0381046 0.0324986 -0.0523371 -0.0369519 -0.0818192 -0.00710316 -0.123696 0.0164941 -0.00355419 0.0830764 -0.131616 0.0832685 0.173044 0.222247 -0.117111 0.474381 -0.108884 -0.112416 -0.228387 -0.142627 -0.0755724 -0.15529 0.0132818 0.00510746 -0.0194083 0.0680416
internal_count=361931 312994 63639 249355 198655 29708 168947 132600 54933 77667 39575 15358 14882 8069 2493 1696 5576 5197 6813 680 37851 37779 9112 6638 28667 14300 6103 14367 13862 9355
shrinkage=0.000980392


Tree=2786
num_leaves=31
num_cat=0
split_feature=785 1309 200 1097 146 1303 61 1398 1088 705 909 830 878 422 1462 1247 567 633 1010 361 21 1380 57 294 1352 420 968 57 1177 21
split_gain=36.6374 27.4672 29.9057 33.3202 27.0357 25.5781 24.9731 24.8627 24.2586 22.0404 22.2933 21.6032 23.8383 24.005 22.872 21.7677 21.3667 22.3277 22.2983 21.2273 24.3961 23.2846 23.6164 21.8285 21.6973 21.0043 20.9003 21.2705 20.625 22.8774
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.67281916063428748 -0.95342879297703587 3.0783482178314734 1.7160994611581364 3.2658335243644596 0.044858320589037236 2.7639737144699819 -0.0050352993931598944 -0.62658750036069699 0.70639586890216266 1.6473864309851525 0.9847938540803961 3.8184655586880809 -0.22727425639912183 1.7811711699895054 2.3599571370725863 3.0713252103476614 -0.41947166002477487 -0.13431221002227373 3.6043248970129875 1.4243427035504792 0.11261061366423297 1.0113521650027655 -0.14368187230901622 1.5275874431107141 2.1234131600207475 1.1288173896071474 -2.2144973715372043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 5 6 28 -2 -6 11 -1 -11 14 13 26 -3 -15 18 25 19 24 21 22 23 -21 -5 -18 -13 -28 29 -4
right_child=1 8 3 16 7 -7 -8 -9 -10 10 -12 12 -14 15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-9.4467637991504829e-05 -0.00014873936885042609 -8.5690268570606836e-05 0.00064457422625768313 -2.6708720001511759e-05 7.073582778549013e-05 -0.00038476184522634536 -0.00055867009768011339 0.0012864174662179681 -0.00031666020762225209 -0.00013595832990381248 6.0351518508273628e-05 -4.5180763213566799e-05 -0.00019723225922125401 -4.7305329727445002e-05 0.00020577801672453641 0.00029150661881055653 -9.5858674652900212e-05 0.00037937291148083346 0.00018541811961603839 -4.3882466899322005e-05 -0.00014770833236941357 0.00089359789456515274 0.00011909292060071798 -0.0001802487298104582 -0.00021710642282334126 0.00014153392475900061 0.00022897503685605155 -0.00061276208447029056 -0.00027641350023992168 -0.00011957844083732551
leaf_count=10316 83560 72540 208 31777 270 3139 1101 95 1821 3120 16123 14320 2358 1211 1055 2169 4471 639 1269 17477 37915 103 2708 9391 3542 2643 1932 137 6557 27964
internal_value=0 -0.0980176 -0.113057 -0.0946997 -0.152842 -0.162004 -0.156415 0.432446 -0.0684547 -0.0173879 0.0276198 -0.0638797 -0.00670487 0.0178339 -0.0823442 0.175014 -0.0770308 0.0313275 -0.0859159 -0.0898685 -0.11326 -0.0641891 -0.0683402 -0.0900731 -0.0449903 -0.00600222 -0.0165968 0.178198 -0.142954 -0.115378
internal_count=361931 332372 234829 149803 85026 37868 84661 365 97543 29559 19243 95722 22127 19769 73595 3380 111935 7753 104182 102913 67594 29679 29576 26868 35319 7114 16389 2069 34729 28172
shrinkage=0.000980392


Tree=2787
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 1022 1016 859 1015 221 1055 771 1151 954 1180 1470 1463 913 547 1367 1361 565 85 565 1253 982 1179 284 1175 78
split_gain=34.2547 29.9265 26.8901 28.1441 24.1428 23.8869 25.0585 23.7707 22.8016 23.9431 22.5575 26.4213 22.8103 22.3616 21.7516 21.7483 20.9488 20.5306 20.5194 20.641 20.8531 22.9047 20.3817 20.3688 20.3494 20.0787 20.0554 20.0418 20.0241 19.7482
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 1.2191568012335126 -1.1987563122234735 -0.050951592202695524 0.49460383935863333 2.4190504380954585 0.98873640907070304 0.91579027931350376 0.78209301887286675 0.067148399785659021 -1.0282579537198486 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 -0.76523648502037778 -1.3274107148674466 2.0647636004676135 -0.13668248561254906 1.7621802667917166 -1.2997175642063075 -1.5898347461846811 2.6595317302996184 0.42251168266331773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 27 -1 6 8 -5 9 -2 11 12 28 -3 -14 -15 -13 22 19 20 24 29 26 -18 -6 -9 -8 -4 -11 -22
right_child=1 13 3 7 18 -7 17 25 -10 10 -12 16 14 15 -16 -17 23 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.948468935437867e-05 -0.00039172530740816137 -7.5835957789084461e-05 -0.00030878343894887435 0.00042857758034735164 -0.00026538322020944373 -5.9497686861604351e-06 0.0010225967952742969 0.00012269065504040479 -0.00030772316006691988 -1.1148479454411573e-05 -0.0001663227511366555 -0.00028471817709270594 0.00052645973824388688 0.00014060928245583033 -0.0010572269612953858 -0.00018700422066263319 -2.4937767923344826e-05 -8.8463099045564641e-06 -0.00018244474135422603 0.00019412708867356615 -4.2736750007974167e-07 0.00022962395684967293 -0.000203048492538923 0.0010948394396134225 6.0436083460877683e-05 -0.00046654449612921383 2.9661655308937888e-05 1.5241606765018645e-05 0.0005265446255436569 -0.00092142060444328291
leaf_count=12551 2819 93974 1203 1153 1447 103001 113 6164 5431 13820 12664 3721 654 4512 68 1449 1745 39942 1040 9109 376 3024 5248 81 1865 278 620 33348 364 147
internal_value=0 -0.0278703 -0.015037 0.0342695 0.0498029 -0.0270559 -0.0582533 0.149836 -0.11175 -0.0911779 -0.0755779 -0.0249607 0.0324572 -0.0664288 0.430416 0.069117 -0.17436 -0.0263285 0.1051 0.125271 0.038417 0.158604 -0.155439 0.036739 -0.078099 0.101271 0.207763 0.0068848 0.00669559 -0.254655
internal_count=361931 332372 232437 42146 29559 190291 87290 7595 41367 35936 33117 20453 14906 99935 722 5961 5547 45923 17008 15968 6859 3547 5981 1826 3312 6442 733 34551 14184 523
shrinkage=0.000980392


Tree=2788
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 194 60 63 1085 1383 1250 214 1451 800 1230 1449 1433 1025 1113 86 897 177 1242 949 1470 1470 417 568 221 1143 1316 42
split_gain=18.2902 37.8922 30.078 20.1209 25.8573 24.6577 23.1333 23.0984 22.8691 22.2079 22.0574 21.2263 21.0108 20.9654 26.7462 24.8215 21.679 21.0749 25.6383 23.469 21.0305 20.837 20.1299 20.0857 20.0377 19.7895 23.3735 19.7346 22.6345 19.8355
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 0.58307762070518543 1.0000000180025095e-35 -0.64169633322170971 1.0000000180025095e-35 1.9652352293657838 1.083808026718456 -0.78274854550603334 -0.3925828060574959 1.0000000180025095e-35 0.38564141960353587 -0.22309903439038317 2.6361703549875162 1.0000000180025095e-35 -1.0455031256184866 0.10684673681801844 -0.9175459248794785 -0.7269905539791286 -1.4340215698775751 4.210683847686794 -1.3664195657027294 -1.248152817927926 1.34756464942502 -0.99370941358652853 -1.0051244556074528 0.2783345628009134 -1.0603605380051973 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 4 5 9 22 10 11 24 12 -8 -7 14 15 16 -12 23 -19 -20 -17 -6 -5 -15 -3 26 -9 28 -1 -30
right_child=-2 3 -4 6 21 7 8 25 -10 -11 13 -13 -14 17 -16 20 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.016869797183445053 0.00021277784097494838 0.0048992079266405864 -0.0047665008441944946 -0.037062936112707646 -0.0081121470161549629 0.0016098879581555065 -0.0088615921115864412 -0.049308536448771374 -0.03102040305099146 -0.0046653118476989381 -0.027443615425280773 0.011596890561525346 0.012142470619023136 -0.026055916720475431 0.038737349948573696 0.023027493519025253 0.0028220594971885907 -0.028512058877115207 0.019367500086478608 -0.0056838946910505034 -0.015425473379726874 0.1282547386120611 0.0041609317365257801 0.0092196660994762585 -0.017772540108615731 0.010902666602071138 0.065365137005118257 -0.0063389390929043075 0.0065400261954704254 0.02638265990917385
leaf_count=381 197825 6010 70184 135 9282 8043 1979 47 389 21098 367 832 3347 217 166 229 3200 627 626 2494 4119 25 20024 4400 548 1059 155 1419 2012 692
internal_value=0 -0.0295583 -0.0773624 -0.000448165 -0.023278 -0.00676308 0.0516287 0.0410474 -0.120202 -0.0560365 0.0263364 -0.0529851 0.104875 -0.0291629 -0.116276 -0.137265 -0.00136077 0.0520035 -0.0866577 -0.00374916 -0.267979 -0.156349 0.0777296 0.151022 0.059564 0.336615 0.999314 0.0850732 0.175828 0.237203
internal_count=361931 164106 74688 89418 66059 56752 23359 29096 3200 27656 27835 2811 11390 16445 8081 7915 3567 8364 3747 3120 4348 9307 20159 4617 6558 1261 202 4504 3085 2704
shrinkage=0.05


Tree=2789
num_leaves=31
num_cat=0
split_feature=253 1443 130 706 772 566 1111 561 197 1077 396 843 979 6 1055 1185 417 346 1388 1311 566 189 69 1395 632 345 944 873 1260 10
split_gain=18.0853 20.0909 20.3302 19.9368 24.1408 21.7477 20.7935 27.4986 27.5619 23.3355 21.3185 21.1582 22.4563 22.6215 21.8708 21.0197 26.0789 23.7371 24.0877 21.5265 21.3234 21.8355 21.3504 20.2702 21.0766 20.2499 19.9957 19.8575 19.7835 22.9741
threshold=1.0000000180025095e-35 1.593744732512876 1.7243530357355066 1.753769387631247 1.3305484897558475 1.7603402020327763 -1.2177916115556993 -0.8664948354579004 1.7525974049969186 1.4357019976763823 2.8694676476156777 1.4283687790122588 -1.1821187953223373 0.62633132536581493 -0.97719044723569692 0.90600400615786503 0.34917881023931147 1.0598526387990834 2.2087663901034293 2.5041489469873155 -1.5536579742423859 1.8561097231165069 1.7031312672119647 0.13666794945577107 0.11966315126582187 -0.19112341346054781 1.0000000180025095e-35 1.3467136707454657 -0.41332452282444437 1.9743235948885758
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 28 23 9 11 -10 12 14 15 -9 16 20 18 19 -18 -14 22 -22 -8 -25 26 -24 -4 29 -2
right_child=1 -3 27 4 -6 -7 7 8 10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00010596296322165351 -0.017303321101658619 -0.005109787420037851 -0.0097118426715097697 0.0087490363940166405 -0.03267073499374179 0.0059700910203459856 0.0075183384909481774 0.012311436202454019 -0.014716659446539491 -0.010466835404476141 0.15028976222311208 0.0061320500494710731 -0.025501805119567175 -0.0055912094744105904 -0.013891743200123562 -0.0054819151920998954 0.0068454132625820957 -0.0095619595410747164 0.039117806854163578 0.057599297963108045 -0.00029752454749699302 -0.021808382089046726 0.00077930194930741353 0.004226001852430869 -0.009797129797091856 0.00086206247975079944 0.051933843887718212 0.016221747110499566 0.00041289432560542697 0.028961348551817086
leaf_count=231805 3158 26843 6280 5155 281 5167 8151 622 3590 4263 30 5004 719 11932 4611 6578 8008 1226 268 101 17200 1016 191 3626 2439 536 332 437 2224 138
internal_value=0 -0.0333969 -0.0195293 -0.0109441 0.138841 -0.0190214 -0.0290698 -0.0194528 -0.0410882 -0.0307095 -0.280282 -0.0184323 -0.0334961 -0.0191491 -0.207491 0.0102226 0.0380121 0.135307 0.175883 0.150958 -0.0143105 -0.00139836 0.0140704 0.0733912 -0.0283921 0.354209 0.699019 -0.154649 -0.177394 -0.29745
internal_count=361931 130126 103283 96566 5436 91130 85963 80443 66227 62607 3620 58344 53340 48107 5233 36175 29597 9603 8377 8109 19994 19275 18259 14216 6065 1059 523 6717 5520 3296
shrinkage=0.05


Tree=2790
num_leaves=31
num_cat=0
split_feature=728 1431 1087 412 1452 526 837 126 900 885 276 691 776 1315 1466 215 1381 1357 954 1030 1114 353 287 706 357 1469 1431 1383 422 220
split_gain=17.8942 18.8078 19.1901 21.374 22.7392 20.3962 19.8895 19.0302 25.4217 25.4947 19.3465 20.3681 21.7431 20.0463 19.9136 19.5929 20.944 21.3135 21.8256 20.0011 19.4699 19.2554 22.4036 19.2203 18.9986 19.124 24.7862 27.2314 22.3423 21.1187
threshold=1.0000000180025095e-35 1.8641952677858011 1.0000000180025095e-35 2.8607448442185199 7.8703129826943803 2.3757057381457001 1.721223416621555 3.4826299468242277 -0.66147222050557608 4.8263866747680533 0.11230518943441604 1.1907484364695071 0.81171823415780253 1.9388974080593619 4.3648409664323795 1.6858510553847357 3.3918896783930004 1.3962008022525787 2.2664990475867119 3.1318079529964766 -1.0319282205042228 0.99555279570895872 -1.8687704671489649 0.75195204420276729 0.80889012478079303 -0.32313946464061694 1.0000000180025095e-35 -1.2876304317353988 -1.0058528472725132 -2.0507445439631087
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 7 24 10 -9 -10 11 15 13 -13 -12 16 17 19 -19 -1 -15 -14 -23 -21 25 26 27 29 -28 -4
right_child=-2 -3 3 -5 -6 -7 -8 8 9 -11 14 12 21 20 -16 -17 -18 18 -20 23 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0012484171563720732 -0.0018373360986262293 -0.0051204090052525417 0.099662943782054453 0.0097955039007692028 0.070817741825853306 -0.0066545615978391461 -0.009886108568274295 0.021995855773595058 -0.02065175865894112 0.013882940856879631 0.0025840912799037952 -0.0008504392259893681 -0.018245967558931191 0.019923077607833666 -0.020477084970844994 0.0063689944760782768 -0.016495955635173611 -0.0065189195028044645 0.038620733345551599 -0.0065839523188953534 -0.036587653190274093 0.10822819995499043 0.0010657612706855809 -0.046207802836739517 -0.0065441387719355195 -0.0030285469836936005 -0.019935357927406538 0.0063593634914298402 -0.00099442757224864451 -0.014329260941530381
leaf_count=72125 109090 11428 22 1686 37 6634 4867 257 1420 257 72845 11043 2478 107 440 6169 1087 7918 123 2662 482 20 452 253 8112 20848 1384 11272 5133 1280
internal_value=0 0.000931938 0.00464681 -0.0337836 -0.0429128 0.0152056 -0.0445023 0.0189129 -0.193165 -0.289181 0.0213921 0.00164902 -0.0795984 -0.0369849 0.0487825 0.0137072 0.00418619 0.00793892 -0.112182 0.0186803 -0.494296 -0.269506 0.140343 -0.191094 -0.0312465 -0.0100903 0.0408676 0.0957087 -0.0812953 -0.243083
internal_count=361931 252841 241413 54641 52955 186772 52918 180138 1934 1677 178204 104919 14582 11632 73285 90337 84168 83081 8041 75040 589 2950 472 2915 48051 39939 19091 12574 6517 1302
shrinkage=0.05


Tree=2791
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 859 647 590 728 346 1040 1249 498 578 730 783 934 514 603 660 8 639 345 516 1388 907 401 848 1115
split_gain=38.2566 27.9175 27.8077 30.2825 24.9726 25.1891 24.8062 23.798 59.749 22.8562 21.8198 22.6603 26.0946 21.3479 21.3015 20.5005 33.173 30.2972 26.5775 26.4886 28.5026 22.3034 21.7934 21.7095 21.0269 24.5662 20.6344 20.6053 22.6611 20.4431
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 0.035432810015840331 -0.8740075305771694 0.63898029052325456 2.0574394106562477 -0.87905496296652397 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.11942102837874842 0.46293354690950167 1.0000000180025095e-35 -1.0285454770005755 0.49932493644430648 0.66778437295061321 0.29201541795256047 -0.62075723651993064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 15 5 10 -5 8 -3 -1 11 -2 13 -13 -11 16 18 19 -4 20 -17 -22 23 26 27 -26 -19 -18 -29 -16
right_child=1 7 3 6 -6 -7 -8 -9 -10 14 -12 12 -14 -15 29 17 24 22 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00012212283203846328 -0.00028934336388644453 -6.9173241656296316e-05 4.2128713711659888e-05 0.0004394564228756012 -5.5799288390947583e-06 -2.6525391932760905e-05 0.00010336066559438581 -7.4362845459226531e-05 0.00043202359403533239 0.00023371030141756003 -0.00020296379362639761 -2.2631931556789692e-05 -0.0002166046300325788 0.00033763708246669326 -6.2707224504784332e-05 0.00016330117914378043 -0.00023201804473049837 -0.00017692960732515985 0.00041132652225652253 -1.0990501058484879e-05 -0.00045950149114338661 0.00064535960868667276 -0.00033313910378932738 0.00036139092466585897 -0.00031450258647131171 1.4221116414216532e-05 0.00037016313596151311 -0.000102829975531132 0.0005803488428293849 8.5976623924623939e-05
leaf_count=3396 3818 4821 6880 1153 103001 45923 6442 93730 1384 3407 14802 16500 5362 885 5416 2134 5966 1651 1041 1982 101 996 1064 644 1407 9299 373 713 300 17340
internal_value=0 -0.0273342 -0.0149353 0.0352322 -0.0271624 -0.0590718 0.155124 -0.0646028 0.0756887 0.0547433 -0.112736 -0.0704935 -0.0438306 -0.000264363 0.0750798 0.00680025 -0.0254241 0.0953943 0.0923893 0.199458 0.310051 0.576495 -0.0566165 0.0422602 -0.0788982 -0.0211382 -0.0730474 -0.179413 0.0929271 0.0519089
internal_count=361931 332372 232437 42146 190291 87290 7595 99935 6205 29559 41367 26565 22747 17385 26163 34551 25606 8945 7921 5213 3231 1097 3732 2668 17685 10706 2024 6979 1013 22756
shrinkage=0.000980392


Tree=2792
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 727 954 986 899 597 1467 714 519 938 868 791 1049 588 513 550 457 1324 450 382 154 703 972 1383 1470
split_gain=37.0066 25.6868 27.192 31.7503 27.2416 27.4368 22.6634 22.6057 22.5499 23.146 22.4139 22.8454 23.1314 43.5867 36.3961 33.7075 34.3698 33.3471 31.8089 27.8879 26.3694 25.3666 24.6905 24.0035 26.2917 23.5329 25.2458 23.355 22.9057 22.0282
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 1.0000000180025095e-35 0.98873640907070304 -1.0520142078483523 1.8419729237591864 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 0.53022336195039899 1.0000000180025095e-35 1.285893796353293 0.71188872395471614 1.0454229551509682 0.29966714842153758 6.1394591223222692 0.32021642027523239 0.69231615738246322 1.0000000180025095e-35 0.71164494381510202 -1.283126876610438 1.6566539952153365 -1.7032299756598743 0.78209301887286675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 10 4 5 -4 -1 -3 -5 -10 11 12 18 14 15 16 27 23 19 20 25 -16 28 24 -15 -2 -27 -14 -22 -9
right_child=1 7 3 8 -6 -7 -8 29 9 -11 -12 -13 13 17 21 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.366260639860856e-05 6.5216653908196817e-05 -7.2458631338443672e-05 -5.4568658857359881e-05 -0.00070624941587176513 0.00018994356788949517 0.00010848376694603211 0.00010498940097804362 0.00014526124335590982 -0.00013817927261899419 0.00038788870620702105 0.00024029547464596786 0.0001468901046041234 -3.970153603633475e-05 0.00019935167071905702 -0.00011575934596173626 -0.00017716770694319731 4.6815266602416608e-05 -0.00017500542900652193 -0.00010611694194432119 -0.00011086909283041959 0.00092531737103410604 0.002868510177589267 0.00041946686554194103 0.00033316845286879483 -5.0796190665142094e-05 -0.00034111409177936964 -6.8068632186607172e-06 -0.00023932748491156837 3.4701305067265332e-05 -0.00018448419223197695
leaf_count=12551 27538 93974 8900 372 6196 9111 17008 4512 4591 435 1237 3115 54954 3434 44273 8495 25444 1683 9073 4965 119 26 1436 1836 3382 1855 4620 3185 2162 1449
internal_value=0 -0.0271574 -0.0152752 0.0455748 0.074817 0.0324087 0.0535402 -0.0629105 -0.126199 -0.0849256 -0.0251221 -0.0272456 -0.0305745 -0.0453422 -0.0576124 -0.0335834 -0.020975 0.0815286 0.0106007 0.0372548 0.0598698 -0.116942 0.221884 0.133467 0.0769489 0.0370418 -0.0906986 -0.0508556 0.085748 0.073379
internal_count=361931 332372 232437 29605 24207 18011 29559 99935 5398 5026 202832 201595 198480 146712 136377 92078 83583 10335 51768 42695 37730 44299 3717 8652 6816 34013 6475 58139 2281 5961
shrinkage=0.000980392


Tree=2793
num_leaves=31
num_cat=0
split_feature=785 705 971 64 1397 1362 421 1184 79 414 10 1341 38 1392 898 621 765 694 522 967 747 763 984 630 377 588 1184 680 1190 1317
split_gain=18.1158 17.3978 19.7983 24.2344 18.7055 19.9618 19.4948 18.1586 19.1168 17.4645 21.0614 17.245 18.0322 17.1504 23.3771 17.4152 17.132 17.0759 16.9657 22.0775 21.3341 33.6983 20.8846 20.2965 22.6573 22.7532 27.1712 23.0774 20.8182 20.1643
threshold=-0.86283290253235112 -0.0050352993931598944 -0.69531282290665342 3.1684913338167013 0.14681687945811953 1.8627633281097242 -1.1232274913937552 0.98113467338610627 0.4506373964385289 -0.45783872475207121 2.4318222138059364 0.52236833838155217 -0.66447882251196966 0.2724581452201133 -0.58364350575478163 -1.1423193343580365 -0.40553947998893364 -1.1504990428921134 -0.71745339412579689 1.9880014365130207 2.2668746584208797 -0.25731105151293876 0.14521239154115181 -0.73300057100071225 1.4210717172751071 -0.31407487021714353 0.14221950549239215 1.0000000180025095e-35 3.0412637214590359 0.62953492426750723
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 7 4 6 17 -4 -3 -9 -8 -11 -1 -13 14 -14 -16 -17 -6 20 -20 23 -22 -23 28 -25 26 -26 -27 29 -2
right_child=18 2 3 -5 5 -7 9 8 -10 10 -12 12 13 -15 15 16 -18 -19 19 -21 21 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.0039001985547583982 0.0054480665694712988 -0.0072804802240148906 -0.017987420446531985 -0.028780226335402809 0.047389975288569766 -0.02265467537788822 -0.0040304101965627391 0.032206988719579902 -0.019901532455925897 0.0078709386441813255 -0.037021160394056361 0.027522328444753094 0.015719215990942097 0.01500503275866631 0.034655109284425119 -0.0042578352443988863 -0.035186048188190627 0.011218699795681318 -0.00099387281561272105 -0.0068621052868027971 -0.021111903976713094 -0.0032236715571560015 0.036095059118420585 -0.00089705905972958528 0.0084571842675032257 0.0035431123097329018 -0.013307908102553723 0.021396720000542463 0.04183644656118856 -0.0028688013017897558
leaf_count=7914 16195 2623 542 230 155 202 2297 269 117 7100 127 368 393 747 69 417 408 5581 236162 11413 1233 586 195 54424 1946 1957 1497 1812 180 4772
internal_value=0 0.0427458 0.0824357 0.11336 0.123922 0.220764 0.065034 -0.0788802 0.347364 0.0875338 0.141153 -0.0280126 0.126945 0.0485319 -0.100263 -0.296092 -0.386126 0.244647 -0.0140644 -0.0243763 0.0134633 -0.201753 0.139451 0.0195495 -0.00216788 0.121898 -0.0258002 0.23986 0.0785519 0.0721087
internal_count=361931 29559 19243 16234 16004 5938 10066 3009 386 9524 7227 10316 2402 2034 1287 894 825 5736 332372 247575 84797 2014 781 82783 61636 7212 3443 3769 21147 20967
shrinkage=0.05


Tree=2794
num_leaves=31
num_cat=0
split_feature=1423 785 1426 21 615 1287 885 1463 878 657 835 898 547 294 216 181 83 1449 1463 1045 488 131 1303 296 907 49 1461 967 1452 1469
split_gain=30.2943 29.9044 26.4073 28.544 30.68 33.1007 32.4925 26.7422 27.7641 34.6247 31.6354 28.9337 25.8638 26.9586 25.5632 25.9679 25.7369 25.1609 26.4128 24.7792 24.312 24.2421 25.037 23.1557 23.1353 22.5349 24.7611 23.403 22.4846 29.7937
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -0.13431221002227373 1.7711288261699307 -0.49798711729611411 2.2685560401286238 0.94170239728407068 1.6473864309851525 -0.29429909822911982 -0.88073668574991182 -0.5288064064429453 2.2607263609058417 0.36828056311239343 -0.82274946088011802 2.2660174815480416 1.7782140315227712 2.6019541624284721 -0.043407658172389896 3.02954466251107 -0.053459451109896895 -0.37314326152536875 1.7160994611581364 -0.37553977361371343 -1.5619729794191222 1.0000000180025095e-35 2.5032120688259147 1.5734952847993053 0.90005214643023135 -0.84637363804435373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 5 -5 7 8 10 23 -7 -11 13 28 16 25 20 -6 -19 -17 24 -2 -23 -10 -4 27 -27 -16 -3 -30
right_child=21 2 14 4 17 6 -8 -9 9 11 -12 -13 -14 -15 15 19 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=6.2286249769094601e-05 -0.00012405603183833323 5.0023990078414793e-05 0.00053190919488668134 -7.0045998836991237e-05 -0.00017942624646128169 0.000147726773645802 -0.00022934198185797108 0.00016883008674028498 0.00034641525748934645 -0.0005508702642205021 -8.1830667972432778e-07 -9.2452634388339252e-05 -0.00011807921693469305 -3.669242472398668e-05 -1.1436963411452017e-05 -0.0003947789680322121 0.00031431698872405784 -0.00014248237085440291 0.0010334561523518333 0.0020299843753763067 0.00010417719831258294 -1.7571465586648914e-05 -0.00026603599978359887 -0.00019970817452029651 -8.6025682517049148e-05 -0.00012338687150634139 0.00017911895283308942 -0.00024868480633378191 0.00030572562318096659 1.4048855404418412e-05
leaf_count=24350 30569 44678 331 31617 9045 7858 2209 5099 683 1109 31149 1251 6895 16799 36781 2471 1275 189 128 24 7112 41560 2734 567 11395 33403 1417 2634 3502 3097
internal_value=0 -0.00911171 -0.01661 -0.000292636 -0.0259798 -0.0134309 0.0199042 0.0316806 0.0133611 -0.160593 0.0307288 -0.314488 0.0332415 0.0449504 -0.0491309 -0.0696814 0.0256846 -0.156275 0.414558 -0.367238 0.00132763 -0.0649764 -0.0315815 0.109103 -0.0686792 -0.0629908 -0.110711 -0.0259733 0.069454 0.187977
internal_count=361931 287068 262718 165875 90904 81542 49925 47716 42617 3610 39007 2360 74971 68076 96843 76730 20113 9362 317 2495 18838 74863 44294 1250 11726 74235 34820 39415 51277 6599
shrinkage=0.000980392


Tree=2795
num_leaves=31
num_cat=0
split_feature=21 1462 1423 1371 785 728 1036 131 1303 691 625 92 1293 1470 294 728 602 1452 424 970 710 960 210 141 1121 79 1121 1453 593 1449
split_gain=17.7033 23.059 18.4023 20.0707 19.7344 19.5936 22.3632 19.5075 21.3228 21.1886 24.4698 22.3469 20.7331 19.9158 26.7613 25.3028 19.5644 20.997 21.1192 22.3241 24.2561 22.6522 19.5061 19.3489 19.1391 21.7377 25.1714 18.9685 19.3093 18.9863
threshold=-2.9709283393608152 0.64216061943476632 1.0000000180025095e-35 3.4357416210103824 -0.86283290253235112 -0.49008176997875957 -0.77126990415116425 -0.37314326152536875 1.7160994611581364 -1.248415271152159 -0.85373765548066138 3.4714126686442319 1.0000465497840521 -1.0944060458206815 -0.21937872367890068 -1.3163276726681863 1.0000000180025095e-35 -0.76841635434299438 2.5208734575754561 -0.31172529863483484 1.567051896420504 0.79044297461014479 -1.147889707012314 0.11558807071323277 0.81897565837943087 -0.62019319605105283 0.69358499339516533 1.257127198603895 1.0303040352423189 -0.50336258303018744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 22 16 9 -9 11 -11 13 14 15 -12 17 -4 -19 21 -21 -20 23 -2 25 -8 -27 29 -29 -18
right_child=2 -3 7 -5 -6 -7 24 8 -10 10 12 -13 -14 -15 -16 -17 27 18 19 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.030759084257194591 0.093885304042719719 0.023645814952403001 0.0023707293428297024 -0.010571088630946839 -0.00029846155401188745 0.0040387577780739469 0.01005241097033171 -0.01633911507264196 -0.011969145554411018 0.0061262730168316713 0.031508322685202012 0.054661376428223822 -0.0092774873066996718 0.0013713686657915341 -0.01759838197312906 -0.0039097635333794102 -0.010648892008109692 -0.013805321352311726 0.040318103863867236 -0.045100407336872275 0.092986395505940247 0.19615658730929939 0.0049931110119651716 -0.032929853664364316 -0.037644788073665628 -0.018556277291818451 0.096071392758069932 0.0059571191905145515 0.052741702270757557 -0.00089208069739817118
leaf_count=147 59 659 2660 3637 258700 21471 590 1268 2731 5854 264 152 4832 25432 1925 1746 4822 10880 65 150 33 25 412 23 373 1160 23 1185 123 10530
internal_value=0 0.321285 -0.00930002 -0.00157597 0.000187917 0.0597936 -0.125697 -0.0455136 -0.0154249 -0.00277414 0.00640596 0.144194 -0.0192302 0.00211309 -0.149874 0.0293012 -0.101571 -0.194834 -0.254826 0.602156 -0.161039 1.64461 0.294802 1.28155 -0.22965 -0.140479 -0.322089 -0.0496404 0.207004 -0.0781249
internal_count=361931 806 361125 286448 282811 24111 2640 74677 44204 41473 40205 6006 34199 29367 3935 2010 30473 13813 11153 273 183 90 494 82 2146 1773 1183 16660 1308 15352
shrinkage=0.05


Tree=2796
num_leaves=31
num_cat=0
split_feature=859 789 66 401 1107 1059 543 1114 1191 774 1463 634 58 276 1467 733 421 986 1458 1321 1454 1466 112 344 1384 16 1228 630 501 1105
split_gain=17.5514 27.9029 25.7507 26.2123 23.0861 22.9215 21.138 20.4411 20.2787 21.3462 19.3953 20.9896 21.2442 19.3421 19.1929 19.1828 19.6521 22.5126 19.3345 26.4043 26.384 31.8394 25.5114 26.6853 23.1762 29.6581 22.4979 23.0249 21.6017 20.4592
threshold=-0.54135187694831066 1.1248358748350926 -1.3866181155205168 0.66778437295061321 -0.58764202035191249 1.0000000180025095e-35 1.0000000180025095e-35 -0.75862811944260422 -0.11215922081576447 -1.2813155640017235 -0.052537044703927886 -1.3822626304572669 1.8098813189051002 0.75689983229449065 3.8567296589757825 1.0000000180025095e-35 2.2367696163557489 -1.5569193091216105 0.24391125146464598 1.0755053836397646 -0.672122352939171 0.77995716001212811 4.0945076244889318 0.15038098812490014 -0.22804977675648838 -0.7020996191470471 0.9948761292206888 -0.21847955947192951 -0.21740582443943277 -0.94792294944009481
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 14 15 -1 10 -10 11 13 -13 -6 -4 16 -2 -18 19 -17 21 22 23 26 -25 28 -20 -28 -26 -21
right_child=6 -3 3 -5 8 -7 -8 -9 9 -11 -12 12 -14 -15 -16 18 17 -19 20 29 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0050244527242512349 6.6830175373784812e-05 -0.0043096916959832988 -0.0084386168885870801 0.005963815066042215 -0.024885152156303922 0.00085710662884118513 -0.0042947149395821688 -0.0062504351756057369 -0.015796183187356219 0.00023465851044148032 0.0069542512097069686 0.0032145642067857648 -0.012553709751768283 0.02030222557846989 0.038967282263311878 -0.0064465852081911704 0.086362094382598509 -0.0085843206980387565 -0.017744999033427106 -0.024872013193334007 -0.0010926067605626765 0.071208598380541915 0.1369998146646341 0.050069864590076701 -0.0082209813798649733 -0.028175021418448794 0.09877919764281784 -0.013263625118526396 0.11350826642993142 0.0066337512291944917
leaf_count=3222 164937 12559 8626 14866 858 10642 31461 11553 1382 20465 13623 17940 1186 160 100 26791 35 4879 668 427 10073 144 31 281 42 206 50 64 42 4618
internal_value=0 0.0146379 0.0269654 0.0398123 0.021207 -0.0528092 -0.0197944 -0.0732437 0.0429184 -0.0121347 0.0760798 0.0316726 0.0460049 -0.32849 -0.153377 -0.0124386 -0.00256653 -0.156848 -0.0621081 -0.096946 0.0234529 0.333737 0.211632 0.164712 0.552141 0.0176223 -0.161523 0.85353 1.17558 0.0821399
internal_count=361931 117182 104623 89848 74982 19368 244749 14775 55614 21847 33767 20144 19126 1018 8726 213288 169851 4914 43437 31836 11601 1528 1384 1353 571 290 782 114 84 5045
shrinkage=0.05


Tree=2797
num_leaves=31
num_cat=0
split_feature=815 1154 1376 1436 995 686 361 288 969 1311 789 896 933 513 588 141 773 633 842 375 1172 354 1469 99 629 765 728 697 710 1191
split_gain=17.2189 44.1934 23.2859 26.5454 24.6522 22.5526 21.9476 29.1722 21.1569 21.0811 20.7956 25.069 36.6262 34.0959 38.6224 36.0713 24.2408 25.7023 24.0032 23.6319 24.2344 22.9352 22.9245 23.6009 26.7154 24.3748 22.0959 22.0321 21.9846 21.6592
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.6459028264842319 1.0000000180025095e-35 1.0000000180025095e-35 1.321975669573771 -2.1408054355093133 -0.92949147318846059 1.688630563996478 3.1487438132378309 1.1248358748350926 0.42670496010513392 0.68806224955729689 1.0454229551509682 0.71188872395471614 -1.0394695729525356 1.0942413307214649 1.9976441459236287 3.1048954322592532 2.0992015153498529 -0.38813303184044273 1.5225780964414024 1.7225881306221138 1.0458075788372223 1.4040941924113064 -0.43692988828638785 -0.49008176997875957 -1.210304772456366 -0.97307304047384635 0.25293552090855825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -4 -5 -8 11 12 13 19 15 -15 -12 18 27 20 -2 -17 23 25 -25 -13 -16 -18 -22 -29
right_child=10 -3 6 5 -6 -7 9 -9 -10 -11 16 22 -14 14 26 21 17 -19 -20 -21 28 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0026902627464200531 0.0041896507106781158 0.00025987120165804135 0.33176474110920984 0.00054236762614705096 -0.0094000381748310657 -0.0089764671935704012 -0.013229606136559225 0.0091052707891585479 0.015681053541410524 0.020557154123572504 -0.0092058207727599203 0.0015832125832775984 -0.002316760010582901 -0.011289152884959719 -0.0016272857331586896 0.0049062112163436025 0.0077765467375435649 0.013449935223780688 0.032844811972080265 0.010467005180409356 -0.014632862997916316 0.020936778469282102 -0.0093451701192598536 0.0074832386712888324 -0.013099016314086446 -0.0035303222181307294 0.02083754188539489 -0.0054287490185335125 3.9677843022513091e-05 0.0037868176667077043
leaf_count=25641 20988 89654 23 16795 19659 5000 12113 29 1213 425 5877 20375 20708 1624 564 9508 2325 1262 223 3319 1532 1103 4247 6466 859 28552 2898 15698 38715 4536
internal_value=0 -0.0267811 -0.0770553 -0.0621331 -0.105005 0.00172461 -0.223071 2.44323 0.0336707 -0.231378 0.00600214 0.0158 0.0368693 0.0581579 0.145832 0.0892996 -0.0492621 -0.018182 -0.0372229 0.0345383 0.0241152 0.131535 -0.0206731 -0.00912757 0.103711 -0.0278541 0.341348 -0.0450678 -0.0090601 -0.0702655
internal_count=361931 170552 80898 68308 45300 23008 12590 52 18008 12538 191379 161458 100959 80251 15697 12235 29921 24044 22782 64554 61235 10611 60499 56252 7325 48927 3462 22559 40247 20234
shrinkage=0.05


Tree=2798
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 1022 1016 954 1015 221 1055 771 1151 1470 1180 727 1463 859 565 913 792 85 1179 1175 1452 1470 1469 730 783 934
split_gain=33.5509 27.7554 26.6534 29.8286 24.7759 23.8429 23.804 22.7389 21.8982 23.0915 22.2526 26.5888 22.2613 21.7246 21.5916 20.7999 20.7728 20.0011 19.8737 19.8075 20.8642 20.2864 20.0735 19.7534 19.723 35.7993 20.1036 19.7124 33.5163 29.6304
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 0.98873640907070304 1.2191568012335126 -1.1987563122234735 -0.050951592202695524 0.49460383935863333 2.4190504380954585 0.78209301887286675 0.91579027931350376 1.0000000180025095e-35 0.067148399785659021 -0.98545034728205338 2.0647636004676135 -1.0282579537198486 -0.87246257202899724 -1.3274107148674466 -1.2997175642063075 2.6595317302996184 -0.060987887696048425 0.84122639276026845 0.73513115675491114 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 5 27 -5 6 8 -3 9 -2 11 12 23 -9 -14 -1 -13 -6 -18 21 -21 22 -8 -11 -22 26 -26 28 -4 -29
right_child=1 7 3 4 17 -7 19 13 -10 10 -12 16 14 -15 -16 -17 18 -19 -20 20 24 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-1.3427769187374122e-05 -0.00038503440013797514 -7.2701615961399529e-05 9.2302839049592525e-05 -0.00011589137477026324 0.00048499721294243276 -4.4894718032426888e-06 0.0010253165214454277 0.00014500158584027586 -0.00030168300514496688 -8.8156661892559829e-06 -0.00016379353117660088 -0.00028314497847751005 0.00052337964051829837 -0.00018268017095522603 -0.0010566714911319323 0.00010038227927021748 -2.3841292969504712e-05 0.00015582651687493478 0.0010823754976604764 6.0755152452991356e-05 -9.2725475786761718e-05 -0.00020018350757248016 3.1566936961832701e-05 0.00052565896553612265 1.7220126355325974e-05 0.00034028011510125171 -0.00028670569306441787 0.00019324763097207164 -7.6512643635529343e-05 -5.5079601557005603e-05
leaf_count=12551 2819 93974 7921 1294 993 103001 113 4512 5431 13820 12664 3721 654 1449 68 17008 1745 5308 81 13657 16097 5248 620 364 7416 1418 1354 5213 17685 3732
internal_value=0 -0.0259479 -0.0135842 0.0355406 0.154581 -0.0255571 -0.0567508 -0.0631229 -0.108981 -0.0888322 -0.0735295 -0.0232059 0.0344856 0.0736286 0.427752 0.0509858 -0.17315 0.207956 0.0371566 -0.0256428 -0.00864927 -0.152586 0.210077 0.00898334 -0.0451335 0.0295707 -0.0234482 0.00732352 -0.02428 0.0942118
internal_count=361931 332372 232437 42146 7595 190291 87290 99935 41367 35936 33117 20453 14906 5961 722 29559 5547 6301 1826 45923 39942 5981 733 14184 26285 10188 8770 34551 25606 8945
shrinkage=0.000980392


Tree=2799
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 712 647 590 578 1362 1002 209 730 783 934 514 603 660 8 639 345 907 516 1388 401 848 356 495 747 1244
split_gain=39.8402 31.1481 28.5943 31.49 26.2049 24.6598 23.5879 61.2151 23.1959 22.3335 21.727 24.101 21.0375 35.0001 31.9001 27.5293 24.5815 26.4373 22.1371 20.6842 20.5663 20.1869 19.8297 23.8552 19.7659 21.9482 19.7458 19.6921 19.5751 20.0324
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.63779424894106762 -0.87782724458594241 0.58895901036483078 -0.87905496296652397 1.0087403405179345 0.69854289147193727 0.23696906566319156 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.11942102837874842 0.46293354690950167 0.49932493644430648 1.0000000180025095e-35 -1.0285454770005755 0.66778437295061321 0.29201541795256047 -0.88459116152366701 -0.59136135564859804 1.6274895855248437 1.6453669668074817
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 9 12 -5 -1 7 -3 -7 -2 28 -12 13 15 16 -4 17 -14 -19 20 21 27 24 -24 -15 -26 -9 -16 -6 -30
right_child=1 6 3 4 10 8 -8 26 -10 -11 11 -13 14 22 19 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00019908891829343943 -8.4778855607117688e-05 -0.00013903886472750902 -2.3256711864607442e-05 -0.0001845908690688011 0.00023089206917180946 0.00017623205567613535 -0.00014331101193789511 -0.0002856231830127254 -1.5543312657961841e-05 -0.00015720018848639416 -0.00047540276220669906 0.00017491959356760308 0.00010073256948788899 -0.00029418700371338031 -0.0005022565801573877 0.00034976724265698718 -6.5842150220153344e-05 -0.00052316000684011121 0.00056604220351397162 -0.00039173211227653068 0.00027900030378968856 0.00029397521953584808 -0.00037648573701968733 -5.6192088848367194e-05 -0.00017033818284364454 0.00049639980037267679 0.0004549636753552599 -3.4724375078849085e-05 -6.8230536824327425e-05 -0.0014654280565642103
leaf_count=3225 161270 4821 6880 1294 4933 3439 93730 198 22895 29021 480 482 2134 5966 800 1041 1982 101 996 1064 644 373 1407 9299 713 300 1186 851 356 50
internal_value=0 -0.0966029 -0.0835406 -0.0329338 0.0895302 -0.0125034 -0.135226 0.00281741 0.00837301 -0.0957875 0.144947 -0.144513 -0.0615377 -0.0939472 0.027535 0.0262431 0.133811 0.240031 0.495655 -0.126856 -0.0311692 -0.142174 -0.148447 -0.092494 -0.244849 0.0202628 0.37186 -0.247365 0.197841 -0.235279
internal_count=361931 332372 232437 42146 7595 29559 99935 6205 26334 190291 6301 962 34551 25606 8945 7921 5213 3231 1097 3732 2668 2024 17685 10706 6979 1013 1384 1651 5339 406
shrinkage=0.000980392


Tree=2800
num_leaves=31
num_cat=0
split_feature=728 659 49 1097 1108 690 230 8 1390 225 127 1229 776 1108 155 700 62 1188 971 552 639 1104 296 496 1070 1455 292 708 858 1243
split_gain=17.3275 18.629 18.512 19.5472 23.0695 19.2471 20.0808 18.6827 18.4798 18.319 20.6982 20.9596 20.2784 19.9654 18.8353 19.1265 19.1174 18.6014 17.8004 21.689 17.6294 21.699 22.1192 19.1096 18.9249 18.8483 19.7072 18.6809 18.3114 22.2546
threshold=1.0000000180025095e-35 0.62821384419828064 1.1349154245379338 -0.95342879297703587 3.2797870530408519 -2.505024617274985 -0.33269906677267619 1.1495724973192289 0.97022407459723692 -0.10703029125275206 1.0000000180025095e-35 1.6872754988648333 0.22846529121411577 1.5795851401891079 0.80423945293738608 -1.3493831601489645 -0.97978507835213413 0.40863271757879704 0.20540933277910775 -1.2602024798390514 1.0803359380736712 -0.47021539732191159 3.7099434222964569 0.029161662831003476 2.1729808730358915 0.10829016501627355 -0.7543500144681482 -0.4167762299910851 1.0825608069246189 1.0703743259496823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 8 -6 -1 10 11 14 -13 18 15 16 -5 -17 -12 -20 -7 22 23 -22 -23 26 -26 -25 -29 -30
right_child=-2 -3 3 9 7 20 -8 -9 -10 -11 13 12 -14 -15 -16 17 -18 -19 19 -21 21 24 -24 27 25 -27 -28 28 29 -31
leaf_value=-0.031966778881578686 -0.0018286565473938519 -0.0022127312034167976 -0.0081111953126861702 -0.01449382359856668 0.049931729728076135 0.0013339197879897893 8.7025911343740776e-05 -0.040137275479337459 0.01216313294680948 -0.0054035805189974126 0.014425424189446338 0.0061248072297477819 0.070075334629391015 -0.019150276345569324 -0.017088726266397788 0.0035634680525290612 0.06355984352874644 -0.014801051268052612 -0.041654890759056505 0.0040304221043727315 -0.014635643756997203 0.001200783022375653 0.052759408939236502 0.0079537587650642862 0.017862935365354497 0.009443764911482095 -0.044477050053389297 -0.013557154160091548 0.0023224636120713809 0.086586215951478099
leaf_count=737 109090 41024 10110 75 173 159790 1139 44 166 6069 3095 178 71 382 1289 2205 91 1080 183 1804 4033 14701 84 1443 86 205 413 1928 198 45
internal_value=0 0.000516132 0.00901595 -0.0504273 -0.143045 0.0165853 -0.216495 0.643661 -0.478735 -0.00501261 0.0519919 -0.0553708 0.533297 0.148016 -0.0929332 -0.00798484 0.719033 -0.0475896 0.183492 0.0128732 0.0188479 -0.0434404 -0.151584 -0.166004 0.00626946 -0.379373 -0.652025 -0.0459377 -0.18722 0.384225
internal_count=361931 252841 211817 26849 10327 184968 2042 217 903 16522 10453 4989 249 5464 4740 3451 166 3285 5082 1987 182926 23136 7731 7647 15405 704 499 3614 2171 243
shrinkage=0.05


Tree=2801
num_leaves=31
num_cat=0
split_feature=50 56 1470 910 45 399 1458 1470 1030 1193 1361 411 1452 1454 288 1465 420 836 418 1466 484 82 1193 307 497 359 79 1117 627 282
split_gain=17.1598 31.7008 18.0809 19.1441 18.7485 19.8323 21.9916 21.6624 26.0313 24.0717 21.5826 25.7273 21.0195 26.0924 27.192 20.7503 20.504 22.6705 23.945 19.6215 19.5378 26.4942 19.3686 18.7925 18.7662 22.6742 22.3665 20.144 18.7815 20.8
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 0.67909569382761958 -0.4851739300165801 5.5591841606215828 -0.50691198241461255 -0.50307230694666427 0.56670278469791524 -1.2119065935419078 0.55035703183932794 1.0000000180025095e-35 -0.76841635434299438 0.13021184176095849 2.7655665054205345 2.3195887819936725 0.75248292562095787 -0.54800447665553753 0.97358789737725016 -0.18022961856084521 -0.46368048661936984 -1.1625053708540198 1.0874306453583815 1.2215798696272606 -1.2520214592475198 -1.7359224703057203 -0.97863021445760723 0.52474491926075773 1.9289344410570164 0.033471655776579394
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 8 9 -6 -9 -12 20 14 19 24 -13 -18 -19 -14 -11 -22 -15 -21 -8 26 -26 -28 29 -27
right_child=-2 -3 4 -5 5 -7 15 10 -10 12 11 16 13 22 -16 -17 17 18 -20 23 21 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.00092109857791078875 0.00023863911721982235 -0.0001305716474671726 -0.0073302224770001763 0.016431956949737817 0.084744984256403491 0.062811710026217493 -0.016667885953284018 -0.015320974498819301 -0.028707252872665262 0.057153300865331318 -0.019155587107298328 0.0038761803507239099 -0.027985881407377112 0.0083502802251556839 0.11325022270166273 -0.022414864279235874 -0.038816861454914031 0.082967777393911216 -0.049960986665005779 0.0090159452736769171 0.10714316640709334 -0.0042624994008615144 0.06537822436378142 -0.056036963457499533 -0.04065929238149843 0.0031339772829016032 0.11401804753681655 -0.058295340941098617 0.019661280127702779 -0.0053073514206979731
leaf_count=3668 197382 90457 30548 899 65 49 1899 7240 723 170 772 813 991 748 31 707 53 123 29 611 47 322 111 117 53 13522 92 28 899 8762
internal_value=0 -0.0280819 -0.0745493 0.0587005 -0.0888577 -0.0509461 -0.0538808 -0.149254 0.0161048 0.0985645 -0.228835 0.0214841 0.0664311 -0.0366627 -0.240954 -0.00917817 0.263315 0.933892 1.30515 -0.287385 0.509649 0.154327 0.305566 0.0266273 0.00427673 0.0205876 1.13982 1.77605 0.0143553 -0.000979888
internal_count=361931 164549 74092 4567 69525 38977 38928 12966 3936 3213 9030 1790 3148 2609 1750 25962 1018 205 152 1719 539 369 859 728 25255 23356 173 120 23183 22284
shrinkage=0.05


Tree=2802
num_leaves=31
num_cat=0
split_feature=785 1431 612 1469 961 52 1452 406 1047 16 1116 1467 563 118 759 1452 1465 1453 1452 1470 907 1450 1452 1459 1463 1469 1467 1467 614 1459
split_gain=33.3199 25.3934 23.1797 22.2332 33.242 25.4914 25.289 24.7313 23.1151 23.0163 22.7757 28.3921 30.2568 23.7103 23.543 22.2811 36.5184 33.7237 37.2682 33.202 31.8349 28.0603 31.9721 46.0071 31.8931 30.1271 29.8754 29.4157 27.0047 26.8779
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.48837130887337593 1.0000000180025095e-35 5.6574699592131381 0.75260204243716256 1.3204840876176156 1.4428188241784199 -0.1177062934146504 -0.71662068954581959 0.5258453444190252 0.2804625347045121 1.1315434704044114 1.1862497449022662 -0.57258149932046476 -0.40063595989598516 -0.19343148340397223 1.5371897434101582 1.0659332135323951 -0.7788597974098721 -0.75943029430201059 -0.12401946641855496 0.066535483750973831 0.94170239728407068 0.39286519370133877 0.71708433387934811 -0.41259912630364309 -1.0625654336828987 0.49900387419946662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 15 -6 -2 -8 -7 -9 12 14 -13 -12 -5 17 18 21 28 -19 22 23 24 27 -24 -27 -17 -18 -23
right_child=1 2 -4 4 6 9 8 10 -10 -11 11 13 -14 -15 -16 16 19 20 -20 -21 -22 29 25 -25 -26 26 -28 -29 -30 -31
leaf_value=4.867083073374283e-05 2.2583802893458811e-06 -4.3008885611890658e-05 -0.00015105481309144015 3.5142018390813154e-05 -8.1206818842608893e-05 -0.0003692479011329428 -0.00036572299347355046 -6.5319238691111258e-05 0.00041299468162665873 0.0032913772503407805 -0.00011691557827917108 0.00048857554287117552 0.00031189601231049332 -0.00029719633422683247 0.00051729750408420374 0.0011989955923339313 -0.00010973525173658399 0.00019523417756473426 -0.00062397207683099261 -0.00027759559030999007 -8.2897317699909379e-05 -0.00023694025812924201 8.8477583786845349e-05 -0.00034127701324952492 0.0011527036477970685 -0.00086819491225731979 0.0010849535528337012 5.1758584685798964e-05 4.8088170686444306e-05 6.5499656265151547e-05
leaf_count=29559 73070 111948 17336 29630 22713 22 3830 2537 260 23 2610 1619 1728 227 316 128 8198 2837 1110 2122 8101 10603 629 407 251 473 33 560 27408 1643
internal_value=0 -0.0270331 -0.0548546 -0.0119346 -0.0325014 -0.0139666 -0.112392 0.0156525 -0.314753 1.90203 0.12635 0.19188 0.0975055 0.415641 -0.047516 -0.0146967 -0.0388993 -0.106625 -0.176226 0.00487902 -0.00642794 -0.147848 0.0721614 0.29953 0.563367 -0.222722 -0.686399 0.291146 0.0202878 -0.195299
internal_count=361931 332372 129284 203088 120981 94178 26803 82107 4090 45 9037 6500 4654 1846 2926 94133 64503 26775 15837 37728 10938 14727 2481 1346 939 1135 506 688 35606 12246
shrinkage=0.000980392


Tree=2803
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 43 647 590 1469 1320 290 21 21 1245 889 1358 899 1181 981 618 211 5 727 1028 699 142 338 1189 568
split_gain=34.4635 28.5227 25.7903 32.0817 26.5166 27.4199 24.6245 24.3203 58.0145 23.7669 25.3168 26.9475 24.7111 24.3559 23.303 23.2379 22.8788 22.8335 22.003 21.5936 22.3065 21.5901 22.1885 21.5553 21.4921 20.5117 22.9648 23.1102 22.8598 22.719
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 2.2744972866152193 -0.87782724458594241 0.58895901036483078 -1.0588145806293296 0.97912365359497311 -1.2172697628737557 -0.13431221002227373 4.5933813388752975 0.20935560560429764 1.3149075955530187 1.0000000180025095e-35 1.8419729237591864 -1.3088044079214605 2.543085592592472 -1.4147875658213491 -0.62944366619299574 -1.0821368227570305 1.0000000180025095e-35 -1.271019091203941 2.17725212626909 1.0645807164957684 0.54319667440125596 0.27520619591785284 1.6747276830875306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 9 4 5 -4 7 8 -3 10 11 -2 14 16 24 19 -11 18 -5 -14 -21 -6 -23 -1 -13 26 27 28 29 -7
right_child=1 6 3 17 21 25 -8 -9 -10 13 -12 12 15 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8759303019062436e-05 -0.00019145495396660458 -6.3535732396874248e-05 -5.8651453745917336e-05 -0.00057503983745444201 8.8979634109154599e-06 0.00018944756607427895 -0.00030445410535437286 -7.2190832494162309e-05 0.00043420566778310589 -7.1621817561777173e-05 -0.00012542826958000802 -0.00018780131882814637 -4.7893383694508244e-05 0.0009160917600667249 0.00025329823541036807 0.00025808399057999194 -1.8428145844841992e-05 0.00032955564191438898 -0.00011637652969747039 0.0022205348938300605 0.00033654978636121839 -0.00035241442057829881 0.00030301093842729923 9.7022168739055261e-05 0.00011365769383422205 -0.0004794666068294129 -0.00016459008618698913 2.6771944452341277e-05 0.00046535240802322164 -0.00070017820794793706
leaf_count=12551 2285 4660 8900 934 2043 3002 4157 89769 1349 67508 4662 1457 9687 92 4312 1321 105251 459 4005 30 155 281 3872 17008 6072 288 1108 3210 1367 136
internal_value=0 -0.031227 -0.0187109 0.0405029 0.0698911 0.0281069 -0.068822 -0.0620934 0.0809654 -0.0282883 0.0269018 0.0520333 0.0714992 -0.0392894 0.138435 0.000353904 -0.0400558 -0.131915 -0.184824 -0.0347867 0.657163 0.187207 0.272522 0.0466832 0.0657593 0.106285 0.122602 0.16107 0.25627 0.157543
internal_count=361931 332372 232437 29605 24207 18011 99935 95778 6009 202832 29981 25319 23034 172851 11841 11193 172759 5398 4939 9872 185 6196 4153 29559 7529 9111 8823 7715 4505 3138
shrinkage=0.000980392


Tree=2804
num_leaves=31
num_cat=0
split_feature=51 667 21 1394 50 418 1383 424 734 264 1185 1033 899 1242 1191 111 1329 483 904 1115 1331 1175 1469 845 138 755 283 773 1424 624
split_gain=17.2483 17.9492 23.8055 22.3954 19.6149 25.7329 18.7886 19.5684 18.5737 19.5541 18.151 23.2791 19.876 22.4008 20.4866 17.904 23.4756 21.2548 29.1145 18.3481 21.3435 20.3279 18.9344 19.5648 18.9745 19.9629 19.7266 18.5451 18.244 18.2101
threshold=1.0111847875080273 1.0000000180025095e-35 1.7567652095367545 2.9430937018885084 1.4829784501753427 0.37250798617070147 2.7085190290768657 0.90767436512492627 3.0820683777490774 0.38646845251715672 -0.96479954830593218 2.9473391968022784 -1.5229932028624018 2.8034898310358964 1.2886124413102085 -0.48187358623580706 0.7010378143867354 0.55773870903301226 1.4520528167857221 0.12598906707244034 0.12323907368667135 -1.693173173305669 1.569158560977409 -0.53745141190069057 -0.56599995538708747 1.0000000180025095e-35 1.4032594135023022 1.8650505758962785 1.8695714601257163 1.8510888410503721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 6 10 -6 8 -8 -3 -10 11 -2 -12 14 15 16 -14 -18 -19 21 22 -17 23 24 25 -21 -27 -26 -22 -23
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 12 -13 13 -15 -16 19 17 18 -20 20 28 29 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.00012105715189887654 -0.010272105015085978 -0.0080062042143746581 0.024773537824772755 0.03621107149932281 0.001860130849407142 0.029015206156471154 0.019945675294027423 0.15737931555596174 0.0097292793698274711 0.11243136418886231 0.019204038674728238 0.062977109637440992 0.0064825709434965907 -0.036316600139632317 -0.012172240725268055 0.13219954369437326 -0.017974228588624915 0.0064697681635974696 0.13779086616591435 -0.031244177009666529 0.0094806256566480254 -0.0083847765968721854 -0.029711401445792259 -0.0063876581351687105 0.014766953752569249 0.0067077591588474888 0.13817507855104055 0.078505433506770542 0.060099175703752616 0.014491423581110906
leaf_count=306947 5109 19504 337 178 1545 540 104 20 99 23 854 54 7895 314 2475 23 1162 194 29 239 2032 7568 392 2643 881 110 22 52 95 491
internal_value=0 -0.0506673 -0.119295 -0.134007 -0.0199282 0.181277 -0.144159 0.846959 -0.151621 0.714621 -0.0365179 -0.183315 -0.0137417 -0.0243728 -0.017401 0.00259589 0.0827266 -0.216836 0.441959 -0.0510642 0.0417126 -0.130365 -0.0511142 -0.00670517 0.216017 -0.243544 0.543995 0.377595 0.241775 -0.135815
internal_count=361931 54984 20265 19928 34719 2085 19750 124 19626 122 32634 5163 27471 26617 26303 23828 9280 1385 223 14548 6466 8082 4339 3947 1304 371 132 933 2127 8059
shrinkage=0.05


Tree=2805
num_leaves=31
num_cat=0
split_feature=1458 21 1368 666 1010 1449 127 869 797 428 885 920 567 332 1455 74 1152 703 691 828 596 118 1175 341 1469 1464 1093 1258 1458 700
split_gain=17.1047 19.863 20.2783 23.4453 23.8014 20.6346 24.8535 21.736 27.9435 32.3026 24.7956 23.0882 21.4592 23.1234 21.3937 21.1824 21.2057 21.311 20.7619 20.7181 20.6687 20.522 20.5119 20.7123 20.4938 22.6387 21.9571 20.1032 19.808 21.9151
threshold=2.6054386111478895 -3.9164670491403295 1.0000000180025095e-35 3.1569310267559065 3.0713252103476614 1.2624102624837521 3.925674747449845 -0.57653763495970078 0.63961785378869596 1.8644956954769947 5.4658443334279108 -0.83967173534858641 2.5094887342694556 1.6399250563363121 1.3837091346444212 3.2728345197307749 1.9060981115738789 0.048520352417744189 -0.0049200476587610105 0.98311720836409455 0.85969605735913768 2.3787456441485824 -0.65609391801188754 0.76477020397632989 1.7934017781504392 -0.014205097036277146 2.3472684764284182 -0.85376999021580235 1.2590019921477786 -0.64286796093219911
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 4 24 6 7 11 12 10 19 -4 -9 -14 21 16 17 18 -13 -10 -16 -7 -6 -24 -3 28 -27 -1 29 -26
right_child=-2 2 5 -5 22 14 -8 8 9 -11 -12 15 13 -15 20 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.049389547933807856 0.0043014992168057629 -0.0013729283725209718 0.016639957223413257 0.0089257955900718337 -0.017154359760766347 0.0074374643944312693 -0.028016622668500864 7.3625544572117287e-05 -0.0047211738075556009 0.012387702946019132 0.023159162788147877 0.0025508011747363266 0.023918093083759393 -0.053543714868136388 -0.0015538965316175095 0.059016309102057386 -0.016497280556309512 0.0063147506403397856 -0.0074200742892132597 -0.015156104067024508 -0.036695633453777639 -0.034124882034577621 0.017569518098994347 -0.013482645706309216 -0.01936393515827084 0.001891113409242341 0.081534951188752078 0.026699259760870227 0.056516881724996186 -0.0061873236055226735
leaf_count=49 8449 191914 1396 2392 327 9391 559 86861 14931 1079 274 8013 670 49 1146 84 822 10232 4050 3332 239 199 1647 322 2827 2519 48 501 52 7557
internal_value=0 -0.010977 -0.0117193 -0.0272582 -0.0303976 0.00869995 0.000486496 0.00223599 -0.012334 -0.0921314 -0.11848 0.0613131 0.00495331 0.375236 0.099665 0.04429 0.0403236 0.0525489 -0.0111737 -0.131215 -0.156185 0.136224 0.18561 0.262751 -0.03348 -0.130048 0.0693073 0.406994 -0.184944 -0.194229
internal_count=361931 353482 352932 209605 207213 143327 132352 131793 107196 19616 18537 24597 87580 719 10975 23201 23117 22295 12063 18263 1385 9590 2296 1969 204917 13003 2567 550 10436 10384
shrinkage=0.05


Tree=2806
num_leaves=31
num_cat=0
split_feature=1454 184 954 6 1458 1460 1460 1460 626 631 1180 1460 21 1469 1450 1238 809 143 1181 1031 1092 885 761 211 294 626 839 1459 1454 1458
split_gain=16.9717 17.0473 20.6451 20.5929 18.696 22.6636 51.3031 31.892 23.4615 27.9516 24.1811 22.6949 22.0709 21.1125 20.8226 20.4954 22.2436 23.8929 28.6331 25.5363 24.7354 27.4902 25.3207 23.1254 21.9718 21.0755 25.3578 21.0168 30.407 25.7934
threshold=-1.0640499357927207 1.384368771371848 2.2664990475867119 -0.96077587827093736 1.9740088896168135 0.85891196165308137 0.58789048595350757 1.0558419270737807 -1.0098871508957885 -0.33319908904876899 0.62578363318630992 0.53687345587860014 -3.2545899522946695 1.3567176183924332 7.6965356047778188 -0.6968354641114346 3.6226755291136299 -0.72319605263816955 1.5691030374452992 0.77812946676549777 2.9499917481720264 4.8263866747680533 -0.62345004737896192 -0.0063129861131122405 1.0322592377986608 2.8968373948368762 2.9452020425815744 -0.23672275088034492 -0.53254169354491554 -0.19179933198544472
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 12 6 11 -7 -9 -10 -11 13 -2 -6 15 16 17 18 -14 20 -19 22 -22 -21 25 -17 -27 29 -29 -23
right_child=1 2 3 -5 5 7 -8 8 9 10 -12 -13 14 -15 -16 24 -18 19 -20 23 21 27 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.023172630301620679 0.023125289609238382 -0.0036337668204965111 -0.064482224440673599 0.025047085927422021 0.0018910039250212174 0.040561474394637975 -0.035419969763371105 -0.015917748466801093 0.0001449615725529282 0.013833241403713946 0.04659369267112759 0.050349740026236101 -0.0040210377792448742 0.090874491557718817 0.068580428320662953 -0.0009912723757755659 -0.012796786023602531 0.0022841326936759603 0.0068907585911860969 0.00034542793494320953 0.019132455658550773 0.055118271268723353 -0.018052718623959137 -0.011064201739371619 -0.0050777032886596902 0.0075650259119228007 0.090919253304563838 0.041517605987155579 -0.042526338710412788 -0.014745397231071922
leaf_count=604 495 34209 41 459 8824 320 514 449 1248 986 324 85 22036 26 39 153851 1398 93541 3453 6025 237 159 1942 4384 22981 2967 41 62 147 84
internal_value=0 -0.00725128 -0.0633779 0.380709 -0.00263444 0.0768636 0.0218995 0.223031 0.152698 0.225032 0.435841 0.0561664 -0.00650328 0.0439773 -0.00731511 -0.00757607 0.0124429 0.0154961 -0.0484106 0.0294256 0.0397701 -0.167604 -0.275899 -0.0825941 -0.025272 -0.0158926 0.180068 0.286305 -0.224815 0.668009
internal_count=361931 361327 34709 500 326618 12776 9449 3327 3007 2558 1310 8935 313842 8850 313347 313308 133468 132070 25489 106581 96172 2631 2179 10409 179840 156859 3008 452 209 243
shrinkage=0.05


Tree=2807
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 497 498 727 1104 647 590 471 1431 597 417 1469 1466 613 1451 21 89 1107 77 453 405 1452 710 913 560 84
split_gain=36.7844 32.6542 28.5015 32.6696 34.815 22.8359 30.4547 22.7966 22.6592 22.3153 56.3843 22.0428 21.9376 24.1171 23.38 23.5104 26.9951 36.0005 31.7645 25.8146 24.809 24.5861 24.0346 22.5407 22.0815 21.5278 21.2418 21.1618 22.7265 21.2782
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 1.0000000180025095e-35 0.63515767152532354 -0.87782724458594241 0.58895901036483078 2.9395468797111257 1.0099929608726099 3.1596628491584919 2.924606770914282 -1.0588145806293296 -0.22241172008597768 1.3156155531097407 -0.0066164517430368063 4.5933813388752975 4.0012644094602825 -0.86843805286895204 1.0713809910298406 2.3178925073180721 1.0000000180025095e-35 -0.1014882148136543 -0.67492258758175916 0.60667346056980065 -0.91026277545683032 -0.9805036543575979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 12 5 27 6 -4 -1 -8 10 -3 -6 13 14 15 16 17 -2 22 20 23 -19 -18 -17 -14 -23 -20 28 -5 -29
right_child=1 9 3 4 11 -7 8 -9 -10 -11 -12 -13 24 -15 -16 19 18 21 26 -21 -22 25 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.6102201855275173e-05 6.1896097660819486e-05 -7.4289185116528111e-05 -0.00033364268474567654 -0.00044025475585078762 0.00011213296706388001 5.2187818611173788e-05 7.9185409143874252e-05 0.00010296500910239907 0.0015286864063133194 -7.8813547468366952e-05 0.00041207198693485217 -0.00053562079621590007 -6.4043018184946492e-05 0.0002698078438858084 0.00045353627337434171 -3.7556749687406912e-05 -0.00020428956596038481 -0.00016643048982568556 0.00024998346338261506 0.00096066936987982006 -0.00045304377686307347 0.00024987898290212496 0.00013986464887956159 8.9501074219776655e-05 -0.00027685579343535957 0.00077815001035705486 -6.401983523800017e-06 0.00033925255783661898 4.2946363080529494e-05 -0.00076744090930481871
leaf_count=12551 11628 4821 2623 676 21222 1899 198 17008 53 93730 1384 239 26081 1123 503 135454 5237 337 1844 90 848 673 999 7798 4559 608 5050 107 2130 458
internal_value=0 -0.029248 -0.0158287 0.0465105 0.0769061 -0.12375 -0.258682 0.0512541 0.428888 -0.0695085 0.0662203 0.10719 -0.0259145 -0.0169793 -0.0193951 -0.0208265 0.03692 0.104397 -0.0316652 -0.0328767 -0.0337886 0.401124 -0.145512 -0.0317146 -0.0888382 0.5211 0.0647849 -0.137714 -0.0609118 -0.5537
internal_count=361931 332372 232437 29605 24832 4773 2874 29559 251 99935 6205 21461 202832 172192 171069 170566 26376 13246 13130 144190 144100 1618 6236 143252 30640 1281 6894 3371 2806 565
shrinkage=0.000980392


Tree=2808
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 497 498 1104 712 578 1431 597 417 1469 1466 613 1451 21 1107 89 77 453 1427 63 1046 1452 471 405
split_gain=37.5702 28.4086 26.1155 31.7074 33.6268 23.1203 59.1681 22.9257 30.216 22.6047 22.4379 22.6724 21.8837 23.6055 22.1779 22.9398 26.5976 35.9553 32.5869 25.9851 24.7337 24.6231 23.8793 22.3697 22.3857 25.5662 27.6743 21.6369 21.5583 21.5422
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.13067971497466105 1.69116793757109 0.63515767152532354 -0.63779424894106762 -0.87905496296652397 1.0099929608726099 3.1596628491584919 2.924606770914282 -1.0588145806293296 -0.22241172008597768 1.3156155531097407 -0.0066164517430368063 4.5933813388752975 -0.86843805286895204 4.0012644094602825 1.0713809910298406 2.3178925073180721 2.2971197365863145 0.78178057933699419 -0.96987142082945443 -0.1014882148136543 2.9395468797111257 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 12 7 -5 6 -3 8 -4 -10 -1 -12 13 14 15 16 17 -2 22 21 -19 23 -18 24 -17 26 -26 -22 -6 -14
right_child=1 5 3 4 28 -7 -8 -9 9 -11 11 -13 29 -15 -16 19 18 20 -20 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00012349405157322581 6.6972521565153664e-05 -6.6174941380161561e-05 -0.00032826338261871294 -0.00012891266943116186 0.00011422197605038814 -6.9831529387600735e-05 0.00043267375655205994 5.8054383510430895e-05 8.214029986025022e-05 0.0015302647969148259 0.00024062903014904821 5.3261396784787126e-05 -5.8181278290679201e-05 0.00027293059989191365 0.00044720706396412417 -3.6841743045994486e-05 -0.0001996274711871932 -0.00016318106326868175 7.0744517463157609e-05 0.00096919524898272209 0.00025462421370552876 -0.00044573622876653888 0.00014357959988382658 9.544270075362559e-05 0.00081656837662604995 -0.00038418397200313495 0.00011850494265627826 0.00078443583138808923 -0.00052689444198470044 -0.00026887565287920953
leaf_count=3225 11628 4821 2623 3371 21222 93730 1384 1899 198 53 3439 22895 26081 1123 503 130878 5237 337 6894 90 673 848 999 7798 281 499 3796 608 239 4559
internal_value=0 -0.0224865 -0.009974 0.0497115 0.0796583 -0.0601242 0.0782207 -0.118103 -0.253429 0.431619 0.0588561 0.0782245 -0.0196389 -0.0107125 -0.0131054 -0.014502 0.0425608 0.109576 -0.0255379 -0.0264163 0.406211 -0.0273335 -0.140925 -0.0252673 -0.0318405 0.11626 0.167468 0.526615 0.109404 -0.0825596
internal_count=361931 332372 232437 29605 24832 99935 6205 4773 2874 251 29559 26334 202832 172192 171069 170566 26376 13246 13130 144190 1618 144100 6236 143252 135454 4576 4077 1281 21461 30640
shrinkage=0.000980392


Tree=2809
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 1022 647 590 1016 730 783 934 514 603 660 8 1015 221 771 1055 630 639 1002 209 516 1388 345 907 570 1421
split_gain=36.415 29.358 26.6334 31.8324 26.4395 26.4004 24.4624 62.2467 24.3068 21.85 34.7283 32.4557 28.0655 24.84 26.0196 21.9838 21.8004 22.9783 22.4978 23.165 24.0616 20.8506 20.6605 24.2418 20.6375 24.0595 20.598 20.5073 20.4373 22.6437
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 1.2191568012335126 -1.1987563122234735 1.5773296200199145 -0.050951592202695524 -1.014379249180515 0.11942102837874842 0.69854289147193727 0.23696906566319156 1.0000000180025095e-35 -1.0285454770005755 0.46293354690950167 0.49932493644430648 -0.4998781572545779 1.0107116206971127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 9 -5 8 7 -3 16 10 12 13 -4 14 -11 -16 17 -2 19 20 -19 26 -6 -24 -12 -26 27 -13 29 -8
right_child=1 6 3 4 22 -7 28 -9 -10 11 24 21 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=5.1184062509429649e-05 -0.00038771419824536706 -7.1565308059488248e-05 4.0525300526626279e-05 -0.00012220403888306969 0.00025814999961329936 -4.983718269078278e-06 -6.4424954180618417e-06 0.00044005423947493581 -2.7971790515054712e-05 0.00017047054433622086 -0.00017911239763749407 -0.00018013658107637166 0.00042021385720504535 -2.8086001923031896e-07 -0.00046238810971699682 0.00063398868783628461 -0.00030471054448038409 0.00020325794793891029 -0.00054246366563702529 -0.00016017992304983745 -5.0260480540144572e-05 -0.00033138470397407619 -0.00040618344925727403 0.00024690722952369387 -0.00031605022833943022 9.11770326077495e-06 0.00034617666444819131 0.00036480970389048199 -0.00010390572086355734 -0.00025253242885584621
leaf_count=29559 2819 4821 6880 1294 5339 103001 29264 1384 45923 2134 6979 1651 1041 1982 101 996 5431 2491 768 12424 17434 1064 480 482 1407 9299 644 373 61493 2973
internal_value=0 -0.02791 -0.0151932 0.0338947 0.156827 -0.0271577 -0.0661018 0.0760986 -0.0599595 0.00475707 -0.0284872 0.0962448 0.0920406 0.204085 0.311114 0.565508 -0.112692 -0.0926005 -0.0773434 -0.0673591 -0.0153333 -0.060936 0.211991 -0.0707561 -0.0831685 -0.0259636 0.0356487 -0.0766605 -0.0774947 -0.0261792
internal_count=361931 332372 232437 42146 7595 190291 99935 6205 87290 34551 25606 8945 7921 5213 3231 1097 41367 35936 33117 32349 19925 3732 6301 962 17685 10706 2668 2024 93730 32237
shrinkage=0.000980392


Tree=2810
num_leaves=31
num_cat=0
split_feature=785 578 1115 968 968 1255 710 846 653 353 837 290 1392 561 538 44 770 652 1449 1380 358 354 363 284 566 639 1312 215 1463 289
split_gain=17.1891 17.591 19.8686 18.9574 18.6661 21.1647 19.7089 18.0467 17.4239 16.5711 17.8428 16.4484 20.4766 19.7171 21.9826 22.0354 21.2312 22.8953 21.9936 19.7818 22.2658 20.1569 22.2338 20.9527 19.6288 22.2271 19.4601 26.1245 26.8426 26.7133
threshold=-0.86283290253235112 -0.87905496296652397 -0.62075723651993064 1.9512475473503084 0.39782716513846267 -0.034204188127002211 -0.38846430931289122 0.27815439065979142 1.4216543509230546 1.0301004836893464 0.84636357799075845 2.1089670232183031 -0.21219269792735457 0.3443152153175571 1.0000000180025095e-35 1.9036337516570463 0.83464662575206228 -0.55024281929118113 3.2170583542686928 1.9190695071051269 0.082343003494621828 1.3851549945161543 0.16076089409248606 2.155148828097428 1.0365467353125568 0.13068174997673582 -0.31028029937961582 -1.4083986206786412 -0.052537044703927886 0.53994525238223512
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 9 4 7 6 -6 -4 -1 -3 -11 13 -13 16 -15 -16 17 24 19 21 -21 22 -18 -24 25 -2 27 -19 -29 -30
right_child=11 2 3 -5 5 -7 -8 -9 -10 10 -12 12 -14 14 15 -17 18 26 -20 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0066739334269560902 0.0040924136992362796 -0.0066755364995400943 0.0031746354061982559 -0.015002636706777728 0.010206524758646258 0.014754522044646111 -0.010101555050086402 -0.0070954446552007212 0.031563816618684119 0.016201096298581304 -0.023889080340988255 -0.00099809404084976296 0.0073652776688838172 -0.00063481923728121996 -0.005024578673514136 0.0083967988153955935 -0.0028381961933056335 -0.010093834241194932 0.016868525548140455 -0.0027957150165370047 0.02297079089465295 0.0042514261604332448 -0.01076949870244283 0.027268787734198021 -0.0023837650697076619 -0.0025140411548975391 -0.0021545485785149075 -0.00072035094089421684 0.0018001042848864201 0.010470749194016395
leaf_count=3343 39746 5370 11050 667 1232 3055 1068 2489 382 744 159 7537 6173 52503 42095 1777 27816 3739 640 1082 791 4498 8607 170 9757 8487 63654 32580 14576 6144
internal_value=0 0.0421504 0.0222821 0.0560652 0.0689266 0.177575 0.0185943 0.0259192 0.185336 -0.0860283 0.184301 -0.013237 0.0597763 -0.0170102 -0.047489 -0.088386 -0.005615 0.0055069 -0.0518126 -0.058861 0.177694 -0.0694799 -0.0867894 -0.196047 0.041601 0.0607137 -0.0135397 0.0166676 0.0277562 0.0898077
internal_count=361931 29559 25834 19561 18894 5355 2300 13539 3725 6273 903 332372 13710 318662 96375 43872 222287 178683 43604 42964 1873 41091 36593 8777 57990 48233 120693 57039 53300 20720
shrinkage=0.05


Tree=2811
num_leaves=31
num_cat=0
split_feature=1430 1160 809 1469 1458 1467 477 986 1436 128 1169 764 471 622 1171 69 901 77 835 1456 804 85 1108 83 1392 559 1122 1028 556 163
split_gain=17.2019 35.8216 20.0388 19.8813 21.1378 21.2878 20.9981 20.2071 19.6288 19.5099 19.2993 22.2655 20.5903 25.655 22.5155 21.7943 21.541 20.6474 22.7085 22.519 21.4407 20.0656 22.5648 19.7296 19.7139 21.5394 25.4659 19.1326 19.8364 19.0746
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.2673214316849539 2.705011497421657 2.0795777984847859 -0.32768351912544119 -0.91014004715999897 1.0000000180025095e-35 0.69365422411982114 0.48044600209562588 -1.4325878251689346 -0.93081268283970298 1.611139978578408 3.4174286643440994 1.7031312672119647 -0.45567125917877821 1.5720123275846702 2.7070541801903167 3.742879312526544 0.45538871002063286 -0.57468751421593012 0.29397385038174911 2.639980519915786 -0.52422817228257357 -0.3312788429373521 -0.53684013894705951 -0.66275050977156291 1.5816803047694727 0.46038850543661919
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 8 9 -7 -1 -5 29 11 23 16 15 24 -14 -13 18 19 -18 -21 -19 -23 -3 -15 -26 -27 -10 -29 -6
right_child=-2 10 -4 4 5 6 -8 -9 27 -11 -12 12 13 14 -16 -17 17 21 -20 20 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.023227784634083481 0.00029466589457122455 -0.015654635446477595 -0.00066813231443569351 -0.0080491193573753589 -0.0015494614305134775 0.067884157289771652 -0.025095563522499059 -0.00075906641009258844 -0.015518762656894556 -0.049353180038320232 -0.0026859889570496889 -0.012523813392628761 0.0022436272448732139 -0.023559886028176796 0.070644868479175546 0.011961044537316105 -0.0043135430058084522 -0.0083700035116951316 0.074883578787627914 0.075012840556281685 -0.055786038686764766 0.064532899541356631 -0.021553093793142339 0.058268908254335332 0.0083531941858518179 0.012360391803880171 -0.022780032157571323 0.0027462948565493304 -0.029375157956221688 0.053213321799463267
leaf_count=461 197825 1728 22218 42811 426 112 66 2764 2366 135 27453 2809 43282 1009 38 2853 4202 126 47 73 21 166 56 39 1006 369 1016 5973 377 104
internal_value=0 -0.0269395 -0.0723259 -0.104387 -0.121898 0.260328 0.939188 0.060954 -0.130805 0.0385406 0.00213092 0.0230106 0.0295041 0.0443751 -0.148948 0.057068 -0.0880579 0.0122258 -0.0372144 -0.0570603 0.990415 0.522981 0.925744 -0.261634 -0.171328 -0.0678063 -0.262069 -0.0236036 0.0264534 0.21704
internal_count=361931 164106 77813 55595 52370 843 178 3225 51527 665 86293 58840 57073 49573 3438 46135 7500 4691 4343 4296 94 348 222 1767 3400 2391 1385 8716 6350 530
shrinkage=0.05


Tree=2812
num_leaves=31
num_cat=0
split_feature=43 862 1327 2 579 706 498 578 363 312 422 389 636 800 765 1178 702 921 924 74 1247 773 86 768 1124 1035 1225 355 1110 1048
split_gain=16.5408 18.7996 19.3999 18.7237 18.2756 24.0483 23.6245 45.4931 23.5929 22.8344 24.0982 22.1381 21.0911 20.7456 21.4329 25.0593 22.0123 21.7318 21.712 24.033 21.4661 20.6533 20.597 23.3793 24.4776 20.4279 21.0199 22.5106 20.1322 19.8476
threshold=1.0000000180025095e-35 -0.97446007815901359 0.30677017286135472 0.62277543996285134 1.0000000180025095e-35 0.065361709697904072 1.5674918557501278 -0.87905496296652397 1.0053983916725071 2.2039299641339203 0.89748478823158429 2.0012238438612475 2.4129057422810987 -0.57812715656594349 -0.71944356296347489 -0.5091863199972555 -0.85874008670049162 1.0525743831388839 -0.47616786664303151 -0.70168249897362112 -0.56445746086834625 0.98820408006249583 1.5668527773559933 0.35173770816587152 2.9119499769605071 -0.78857732110630685 1.0000000180025095e-35 3.2893674905496275 -0.33129740050162709 0.91981318800501721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 29 13 11 12 -9 21 -8 22 14 18 -16 -17 25 20 -20 -3 -11 -7 -24 -25 -18 27 -27 -15 -6
right_child=-2 4 -4 -5 5 8 7 9 -10 10 -12 -13 -14 28 15 16 17 -19 19 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0018488428191364599 -0.0021008932949817542 0.011760950101776855 -0.013140068167210568 -0.012818700947948564 0.0039341116316328412 0.00065158250727098503 0.020094185500506928 -0.00066709544027811381 -0.0091790049854446887 0.02908428918381047 -0.020507951705869987 -0.078002698811348081 0.025183031943375008 4.1708312698055974e-05 -0.0057942397977855074 -0.010615233942893937 -0.010337363895429811 0.012981889277169945 -0.00316033663985032 0.013113563110416698 -0.011510628504937731 -0.016995268558891771 -0.017238877518215543 0.0034095897147049278 0.12924672713390867 0.004853025164983686 -0.0065125916994021888 0.087183230459008734 -0.0028300417525126214 -0.0018385235387703596
leaf_count=5955 74777 805 3474 1834 42570 33775 1922 10029 4671 681 165 28 388 59695 7343 1688 1633 2233 1486 4984 1582 119 2023 927 21 10086 2316 39 76182 8500
internal_value=0 -3.6085e-05 -0.102645 -0.0325839 0.00332594 0.0286804 -0.0103341 0.0804857 -0.013678 0.0221797 0.313401 0.375655 0.00419853 -0.0179197 0.0307218 -0.00197849 0.0410395 0.0644453 0.126183 0.190226 -0.0673368 0.452188 -0.00180967 -0.201646 0.138568 0.0316826 0.0611266 0.103534 -0.0313959 0.0594098
internal_count=361931 287154 11263 7789 275891 92875 183016 12944 41805 10994 965 1950 37134 170072 34195 25338 17995 16307 8857 6470 2387 800 36746 2971 948 14074 12441 10125 135877 51070
shrinkage=0.05


Tree=2813
num_leaves=31
num_cat=0
split_feature=785 519 727 713 962 652 934 816 872 382 590 789 831 810 706 355 209 470 959 1323 620 1457 1450 1469 392 746 1430 1147 1055 1450
split_gain=38.6268 25.9316 38.1901 30.143 36.5044 33.7771 31.5638 30.8507 30.9323 29.5794 27.8087 27.5624 26.8724 25.4343 24.4996 24.9305 24.1572 24.0453 23.4763 23.2555 29.7443 24.0304 23.241 28.3684 31.6347 26.835 28.1004 23.2036 26.2406 23.0772
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.3714217264408297 -0.98896428961744431 1.0000000180025095e-35 0.98567350059335823 3.0757328524286596 1.0000000180025095e-35 -0.67541201360492764 1.1248358748350926 2.1965197198778803 1.0000000180025095e-35 0.85558832110916161 1.4218347872305723 1.3930109656029248 0.66595742291584703 0.84086088814742543 -0.2937925637027064 -1.130853321005749 0.3573591245240883 -0.35262914890079794 1.4550699066262183 4.2575473192899809 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.69726048215905656 0.20285747808121529
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 14 6 5 10 13 8 12 11 -5 16 -7 17 -3 -16 -4 19 -12 20 -2 -21 -9 24 25 26 -24 28 -8 -19
right_child=1 2 9 4 -6 7 27 22 -10 -11 18 -13 -14 -15 15 -17 -18 29 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.1411823838025718e-05 0.00042722797299023262 -0.00014445667551668762 0.00030891622247250099 0.00019297624040074776 -0.0001199305977308153 -7.2774602887619051e-05 0.00011238975181118703 -5.0499763297199974e-05 0.00024219759370124511 6.6496956348025037e-06 5.4204172971718456e-05 -7.0034067123275268e-05 9.742005752225413e-05 -2.4571593535713151e-05 2.342754744911565e-05 0.00065805764692580045 -0.0002040531636239874 8.2294154691043986e-05 -9.4125846627905583e-05 0.0003281705085281519 -3.629760541507776e-07 1.5607068200032361e-05 -0.0001886730663538136 0.00036583323842815437 -0.0014118987813819804 0.0001271463875556143 6.9339003187672844e-05 -0.00017524827111393173 -5.3024305198091787e-05 -0.00028318370507923529
leaf_count=29559 912 6191 4829 4403 45726 143077 5816 15939 1412 5700 15011 1127 4441 10530 2965 291 415 2317 7485 4661 5140 1461 4694 1294 80 7325 4063 6076 17910 1081
internal_value=0 -0.0300242 0.039843 -0.0361575 -0.0477147 -0.0367526 0.0107249 -0.0486999 -0.0643255 0.113632 0.0359011 0.209787 -0.0680846 0.0677599 -0.066136 0.0843623 0.274464 0.120905 0.00445688 0.168271 0.0672149 0.259931 0.0103814 0.064106 0.039573 0.0457404 -0.0468581 -0.039576 -0.011058 -0.0339288
internal_count=361931 332372 21518 310854 254950 209224 55904 182325 148930 12071 26899 6371 147518 26102 9447 3256 5244 15572 22496 12174 6052 6122 33395 17456 16162 16082 8757 29802 23726 3398
shrinkage=0.000980392


Tree=2814
num_leaves=31
num_cat=0
split_feature=785 470 395 203 471 1065 192 1363 263 150 1323 727 1436 651 1036 944 1466 488 1007 1449 557 1258 222 602 1037 1175 1243 1298 348 496
split_gain=41.161 28.8407 30.623 26.3089 24.8936 32.8479 27.6763 27.6703 30.5457 27.2286 25.3764 24.6853 24.5257 24.3049 22.8186 24.9273 24.6999 23.1833 22.4014 22.338 22.1486 24.3589 22.1584 22.0794 21.9315 20.865 20.823 20.7219 24.9717 20.4349
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.35930717134390644 1.0518754624258557 1.0000000180025095e-35 1.0000000180025095e-35 0.66115833724634121 -0.18016064898803322 -0.86734656319435766 1.0000000180025095e-35 0.60428344764309971 1.1107569744011787 -0.50064996455369859 1.4781763871474156 1.2962903438419942 -0.85774039152567538 -0.58509654268748301 -0.56302999431273337 0.093572519193774462 -0.98171407887329576 0.90112962930645779 5.6112180569669183 -0.60489981398538839 -0.0050806628639665308 1.3361942893739629 1.0000000180025095e-35 -0.14875883251322597 0.74766125572645648
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 12 26 6 10 8 19 -10 -6 -1 24 -7 16 17 23 -16 -15 25 21 22 -5 -4 -2 -8 -3 28 -13 -22
right_child=1 4 14 20 5 13 7 -9 9 -11 -12 27 -14 18 15 -17 -18 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.4223782967924395e-05 -0.0002259135546921314 -1.877285353399294e-05 1.6484361356127412e-06 0.00018681462624462033 -0.00015838187650744513 -4.0108157880847213e-05 -0.00030883510500369734 -6.5252878640629876e-05 6.399862871144218e-05 0.00044664384044039131 3.5414587178938945e-05 -0.0001004067840965202 3.8414561805085168e-05 0.00016426122741456547 -0.00019040021244393635 0.00011466537085296348 0.00021265332294187784 -5.107731234141014e-05 -0.00046441326445207797 0.00016992030164505941 -0.00015336347219975334 -0.00037760302957160353 -0.00084431038709626197 -0.0013171399403317488 -7.3661213622346387e-05 0.00012273669314082417 -0.00011416954890322025 0.00018108782886488983 0.00014043827523148208 0.0002966987025465753
leaf_count=12551 11052 114162 27804 1818 3904 4925 966 2364 1039 2214 26029 3510 8422 262 8699 3577 2523 40094 1129 4293 6729 10174 334 64 33491 871 14325 9299 4199 1108
internal_value=0 -0.0290571 -0.0554941 -0.102341 -0.0110531 0.0280826 0.0497392 0.132106 0.18067 0.333758 0.0149461 0.0559424 -0.0762378 -0.107316 -0.0288649 -0.0590429 0.0194471 -0.0737448 -0.344262 0.094092 -0.21563 -0.313739 0.0392232 -0.0013402 -0.105626 -0.0974376 -0.0286997 0.111663 0.0308703 -0.0801244
internal_count=361931 332372 155889 73128 176483 47996 41680 11747 9383 3253 29933 29559 52965 6316 82761 52370 30391 48793 1391 6130 20163 12326 2152 27868 44543 1837 128487 17008 7709 7837
shrinkage=0.000980392


Tree=2815
num_leaves=31
num_cat=0
split_feature=470 602 784 951 212 346 739 348 706 1453 363 1047 0 1243 568 828 21 465 1388 1470 430 1100 1092 145 45 1211 905 0 361 837
split_gain=17.001 29.2845 21.8973 31.728 23.5137 21.7236 20.3043 20.2346 21.4692 21.5488 20.8251 19.7426 19.9224 18.7523 18.6258 18.5099 21.8396 23.9171 26.1594 23.5658 24.2015 21.5257 19.8551 19.5113 19.7843 19.4222 20.1551 19.0619 18.609 18.4259
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 0.4454315257619969 3.1629899793872904 1.2832223759021966 1.0000000180025095e-35 0.29347049747712078 -0.1116835966838531 0.32774520349467018 4.5703773792061995 -0.55453109922952748 0.98451520859811714 1.8443795135674408 0.76407057866701844 -1.2607149127990549 -0.13431221002227373 1.113663109660475 2.4110983817974296 0.50219504913916524 2.547155718644087 0.17747731910772258 0.36694858945246428 -0.56353084366901374 1.0000000180025095e-35 -0.66207663790541404 -0.078721345766473313 0.067947162560419175 -0.74021708402810504 1.3040448824596476
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 11 14 8 -8 -10 13 12 -4 -11 -1 -5 17 18 -17 20 21 23 25 24 -18 26 27 -21 -22 -25
right_child=-2 -3 5 15 -6 -7 7 -9 9 10 -12 -13 -14 -15 -16 16 19 -19 -20 22 28 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.002834403751677636 0.0003021741416078241 -5.0787905674060297e-05 -0.010733947777731678 -0.024012140066644729 0.027042460287972792 -0.015241141172043192 -0.0090213370634506379 -0.0044819791665061219 -0.028268055351802886 -0.014136658333992148 0.1410379510002194 0.0055682218850313433 0.018324301987359414 0.048809134861032138 -0.012309036021974621 0.0068839716421863015 -0.02021145604056233 -0.016168330199968186 0.073742085696175172 -0.0003247921088253203 0.13349718988854375 0.009569512907603989 -0.020959470403470681 0.0023589867936465378 0.0041202922762985494 -0.0084833368875651318 -0.023878382568677452 0.067717005606842171 0.026144285582467054 -0.030743828621659017
leaf_count=18191 191352 89908 3086 728 506 1504 6663 5585 6239 1517 27 8825 527 116 5558 6242 1766 1072 66 134 28 2513 1968 4244 594 2171 116 170 199 316
internal_value=0 -0.0265919 -0.0686966 -0.092055 -0.145161 0.0225262 -0.152397 -0.236373 -0.313689 -0.451608 -0.1216 0.0542035 -0.126617 -0.1697 -0.100814 -0.0190302 -0.00737957 0.107589 0.157696 -0.0639184 0.00210394 -0.0179544 -0.222399 -0.0843375 -0.262277 -0.0700686 0.452251 0.814794 0.760993 0.0089008
internal_count=361931 170579 80671 66729 44402 13942 43896 20147 14562 7899 1660 12438 3613 1633 23749 22327 21599 7380 6308 14219 9660 9433 4559 6920 2360 2591 420 304 227 4560
shrinkage=0.05


Tree=2816
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 43 647 590 1022 146 727 48 1097 598 1044 1454 473 830 1002 350 306 718 934 589 833 1246 434 20 641 1109
split_gain=37.1514 28.3787 27.4947 32.0067 24.9352 22.895 24.0457 58.4677 22.507 24.0509 22.4767 21.8755 21.4891 22.1648 23.9968 21.7269 20.371 20.2368 20.5043 20.0149 24.2419 22.3178 26.6552 26.0859 25.5498 25.7747 22.0692 23.9643 21.9433 21.3557
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 2.2744972866152193 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 2.7503861831498626 1.0000000180025095e-35 1.8372674881307383 -1.2571877020351898 1.0000000180025095e-35 -0.5078472621071134 3.8331818028246452 0.77164584159373273 1.6405209124780595 0.69854289147193727 -0.57303265440660456 1.0000000180025095e-35 1.7690287660176487 1.0000000180025095e-35 -0.78482993737865692 1.5919315457291203 -0.73270239001473869 -1.1991617827164551 -0.85260503279661171 -0.16610018842257618 -1.3649002260363143
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 8 19 -5 6 7 -3 9 11 -1 12 15 -14 16 -2 -15 18 -6 20 -4 24 23 -23 25 -21 27 -27 -22 -30
right_child=1 5 3 4 17 -7 -8 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 21 28 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-1.4792859815550066e-05 -0.00015210230653760648 -6.2701231423192833e-05 -0.00016719215453011628 -0.00011451199553485406 0.00021468901276247486 -0.0002945296424441752 -6.9932900589431203e-05 0.00043731224627370746 -7.9244594169948701e-06 0.00030730850716105356 0.00010342646521375543 -0.00023281444802861938 -6.9366982376350056e-06 5.1896326393372222e-05 -0.00016295363406496974 0.00067524461799660796 -0.00025605378212580613 0.00049501704855409916 -0.00012887177791234686 0.00012056339475327806 0.00017332463637114863 -0.00010846741762485007 -2.9363292085575371e-05 0.00036015585374709523 0.00026108946175352522 0.0017773022702476586 -8.0976207243051474e-05 6.5477311360286847e-05 0.00065802999355063561 -0.0002194191584500429
leaf_count=12551 17867 4660 6553 1294 4464 4157 89769 1349 103001 802 17008 4616 40989 6978 14203 141 1694 971 866 4080 2409 723 2193 2558 1503 53 12640 115 139 1585
internal_value=0 -0.0287806 -0.0162882 0.033551 0.1567 -0.0663163 -0.0598449 0.0825034 -0.0284373 -0.058725 0.0521108 -0.0631289 -0.0544768 -0.0370264 -0.101075 -0.143606 -0.00100729 0.210143 0.162036 0.00434701 -0.0785418 0.0379138 0.157082 0.275601 0.00133681 -0.0232756 -0.0724392 0.737489 0.0485479 -0.147979
internal_count=361931 332372 232437 42146 7595 99935 95778 6009 190291 87290 29559 86488 81872 63864 22875 18008 8672 6301 5330 34551 10686 23865 5474 3281 18391 16888 12808 168 4133 1724
shrinkage=0.000980392


Tree=2817
num_leaves=31
num_cat=0
split_feature=728 691 1381 1100 984 703 83 24 795 784 125 1234 188 485 921 559 984 614 76 215 1038 614 282 3 700 559 1258 854 796 430
split_gain=16.4088 17.5379 20.8539 19.7609 24.2515 21.2486 20.7761 22.3365 20.5118 27.0094 23.798 27.9372 28.7903 26.9183 23.4544 20.5902 22.881 20.133 19.8999 19.3324 19.6316 19.1657 23.2614 22.2799 20.9551 21.7557 20.1789 19.0873 32.3809 20.5369
threshold=1.0000000180025095e-35 2.1516311091689517 3.8553965159476546 1.6293515030253838 1.0036201228183603 0.036940811295759997 -1.1590745627182073 2.2235778879888186 -0.29258408639884992 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.45070472514229032 1.0525743831388839 0.064400560137788915 2.7431247765078575 1.096557219065641 1.6164509009948411 1.1385394831562554 -1.5877182742499778 0.78811112581584963 -1.3740598792014087 1.5689546936811232 -0.80976131507789184 0.21378972252330136 0.90546122882473035 -0.87473648844905705 0.38087715954262297 -0.37028881819514847
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 6 -5 -6 7 19 10 27 11 12 -8 -13 -14 -15 -17 -11 -9 20 -1 22 -3 -24 25 -25 -26 28 -10 -29
right_child=-2 2 -4 4 5 -7 8 18 9 17 -12 13 14 15 -16 16 -18 -19 -20 -21 -22 -23 23 24 26 -27 -28 29 -30 -31
leaf_value=0.016600653838718608 -0.0017076876742091757 0.021128796750489343 0.04307987983961091 -0.001187121681979743 -0.019100847557296033 -0.0026062257777506445 -0.0024474141072193638 0.024960329543135529 -0.0074525765059557034 0.0038383519827298387 0.0036261838761527023 -0.0073826079149808821 0.0036289447418371211 0.0094721618224363428 0.016353251599677859 -0.0082890744735108941 0.071055693184927646 -0.009193958838902767 -0.012221305882137096 0.0041766288280997554 -0.0073591753117937895 0.0030432692785574943 -0.012571429078706895 0.0049766624847881139 0.011276802334520698 0.1045006471608223 -0.05607196894589879 0.00074313693207044213 0.0092130934690078867 -0.0030588843510245536
leaf_count=594 109090 443 128 24883 3398 2936 10927 628 1907 21948 50215 11217 10139 2573 1960 1873 48 1540 292 2642 13966 2331 6551 59 346 60 84 28267 4461 46425
internal_value=0 0.00196348 -0.0974304 0.00557134 -0.0583855 -0.218126 0.0121183 -0.0679947 0.018176 -0.00254908 0.0430422 -0.00157257 0.0476272 -0.08045 0.114868 0.0643959 -0.123483 0.0607628 0.280492 -0.0892921 -0.128732 -0.110124 -0.176421 -0.208296 0.23825 1.10331 0.000505578 -0.0222009 0.088508 -0.0326081
internal_count=361931 252841 10002 242839 31217 6334 211622 18122 193500 104548 88952 38737 23026 15711 12099 4494 1921 23488 920 17202 14560 9874 7543 7100 549 119 430 81060 6368 74692
shrinkage=0.05


Tree=2818
num_leaves=31
num_cat=0
split_feature=1022 1016 1304 1044 210 968 1190 1299 1453 1461 1218 64 165 80 838 1459 791 1092 1459 764 1454 1454 1462 249 1044 1457 223 1260 1460 624
split_gain=16.3528 35.6581 25.7013 30.0531 21.2504 21.2578 20.0027 19.763 25.8254 23.8979 21.4939 22.9503 20.5394 20.4437 19.5876 19.7162 22.2219 27.2416 21.8795 21.0924 21.0193 40.9402 31.1147 29.9066 26.0246 32.471 25.9038 24.4367 22.3881 23.6653
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.94892239677896928 1.7525967216726945 -1.147889707012314 0.38256013435505387 -0.4152754558181358 1.3882238010523584 0.51954049301251548 1.2257192582534573 1.0000000180025095e-35 0.58408534944085788 0.39368504397315707 -0.036286816140608594 -0.91818967631246473 0.46383055849355342 1.0000000180025095e-35 3.5957525378519168 0.45348792378140712 -1.0700055694897161 0.67485211051868899 0.59451361664333191 1.0841960110954239 1.0000000180025095e-35 -0.93168050906582722 -0.014582202676597333 0.93301717445002019 -0.32654997461039176 4.107484149283855 -1.0775181515977683
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -7 9 10 11 -9 -13 -11 -2 18 17 -17 19 -16 21 -21 26 -23 -24 -26 -22 -25 29 -27
right_child=14 -3 3 -5 5 7 -8 8 -10 13 -12 12 -14 -15 15 16 -18 -19 -20 20 22 23 24 27 25 28 -28 -29 -30 -31
leaf_value=-0.0094219974309418704 0.0028242922266330799 0.00014675506654578794 -0.011964099739265436 -0.015467009185905024 0.00055793264328171861 0.0038935948181602498 -0.0057761559674087233 -0.012806842965708571 0.014733862212394006 0.05851049872493172 -0.035156105341107295 -0.001888571066200056 0.10356161335115521 -0.0066156867601107729 -0.0056969112375984208 0.00071264346284334004 0.0067638042079871813 -0.047102295012516636 -0.062817138549567886 0.00012578792930747741 -0.004134598932009007 0.0016899455501610521 -0.016488075779537006 0.0082110220840174632 -0.0028111156598772911 0.07335101046792683 -0.017436416949195298 0.094137005507745147 -0.046976793684056044 0.021417138820919376
leaf_count=19555 32086 90468 4752 3487 13684 14670 21535 1549 595 99 617 66 38 142 12336 24193 8988 134 79 96063 11693 158 469 60 1034 107 2173 102 53 946
internal_value=0 -0.0253252 -0.0705047 -0.0502267 -0.0375788 -0.0255292 -0.0645701 0.0404663 -0.131821 -0.242512 -0.3267 -0.178293 0.890073 0.411077 0.00656878 -0.00379022 0.0428005 0.00868401 -0.01728 -0.0165541 -0.00764555 0.00534547 -0.0802831 0.771033 0.131493 0.229514 -0.123759 1.3541 0.468898 0.530435
internal_count=361931 171257 80789 61234 57747 52995 35219 17776 3106 2511 2270 1653 104 241 190674 158588 33315 24327 125273 125194 112858 96383 16475 320 2609 2140 13866 162 1106 1053
shrinkage=0.05


Tree=2819
num_leaves=31
num_cat=0
split_feature=888 1218 671 903 1171 769 769 278 629 1466 1394 979 86 1191 211 768 156 512 1326 636 156 1191 896 338 1180 774 1245 291 561 846
split_gain=16.3256 17.4894 19.3699 18.2442 18.6383 18.101 18.0993 24.4777 25.7381 23.3124 23.0554 21.3318 24.4411 20.4304 29.287 20.0411 18.5759 18.0695 21.9454 19.6963 34.3915 18.6405 21.0015 18.7962 19.6853 17.7091 17.918 21.2555 18.9567 18.5599
threshold=1.0000000180025095e-35 2.1598224403851116 1.0000000180025095e-35 0.15690574060731749 2.8979049974862252 -0.24706986048538185 0.61869700833419627 -0.93082397904928693 -0.17308252616368691 0.77995716001212811 -1.419746440254029 1.6318695571112021 1.8723309642993233 1.3295924633404896 -0.41536196015328125 2.7085915736662423 -0.46568194327815365 1.7364793524751543 -0.98706854457565818 0.267181475582071 -0.62626546555282803 4.7607379442394828 1.1780070679743837 1.0000000180025095e-35 -1.4082907597891474 -1.3049947511696478 0.95575881647449024 -0.12940592326613984 -0.7814546646676509 -1.024574207409443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 17 -6 25 11 9 13 -10 12 -8 -9 -15 -12 -14 21 19 -19 -21 -2 23 24 -23 -4 28 -28 29 -27
right_child=1 -3 6 -5 5 -7 7 8 10 -11 15 -13 16 14 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-6.7662695711826328e-05 -0.0041355322082662575 0.011136624512264236 -0.015227143991736067 -0.012158249568655652 0.05695829082627011 -0.020216946804287109 -0.026292967458986145 -0.016397246812048731 0.06009767426166595 0.028262409512451472 0.014386286871573589 0.061517311657995323 0.090698146123474585 0.06205333733078322 -0.013573706751655118 -0.053623634668381437 -0.023900272016521281 -0.015022122130147945 -0.036327169236327679 0.24226461102625674 0.019184209940339595 0.07915362245682743 0.075733622056597671 0.025103072617496027 -0.048793427104894607 -0.037738772307390811 0.018607654024017987 -0.0042132770443917261 -0.0061766224225536168 0.0065063066901928151
leaf_count=315733 11803 1111 1826 7940 108 71 987 1373 170 258 2589 54 51 120 239 65 55 212 944 21 69 38 84 293 253 189 1223 1036 10016 3000
internal_value=0 -0.0537068 -0.0632593 -0.129652 -0.0679707 0.652242 -0.0176868 0.101557 0.168987 -0.0610553 0.307141 -0.27925 -0.377789 -0.183549 0.373141 0.256219 0.848402 -0.083299 -0.472365 0.303143 1.49053 -0.0552048 0.384345 0.179718 -0.578739 -0.0576706 -0.0324379 0.159282 -0.0686726 0.0906196
internal_count=361931 46198 45087 21836 13896 179 23251 5961 4814 1990 2824 1147 1093 1732 359 2654 106 13717 1246 302 90 12471 668 584 291 17290 15464 2259 13205 3189
shrinkage=0.05


Tree=2820
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 1469 1441 21 1452 1311 1452 428 1222 1027 1091 62 227 1430 194 289 740 558 1462 837 878 773 1435 657 1470 1099 1249
split_gain=39.2359 25.9171 24.7987 44.6638 23.2528 28.8522 27.422 29.7913 35.8524 29.777 26.8993 26.4352 26.1546 25.0305 23.216 27.0825 26.69 26.1622 30.6611 25.0043 38.6193 24.0101 23.3932 23.0325 23.8295 22.4856 22.4741 22.46 22.4591 25.449
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -1.0706168552173836 1.7193014468115779 0.43301101584543472 0.82711375264874976 -0.1678896011451608 1.1180481986751956 -1.0699309532947014 1.2281653790456704 1.3133204588538343 0.69009342306031496 -1.2811150420666217 1.1321728468858836 1.0000000180025095e-35 0.58307762070518543 1.0405472218160414 0.66719174563581007 -0.67584199883929463 1.9450005767964027 0.32387784103069944 1.0000000180025095e-35 -0.62274645879491886 0.89654117410713363 -0.29429909822911982 0.5495017482490866 1.0000000180025095e-35 0.82844637517049058
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 14 7 8 -2 -9 -10 -11 23 -7 15 -6 17 18 28 22 25 26 -18 -8 -25 -21 -22 -13 29 -16
right_child=1 -3 3 -5 5 13 12 9 10 11 -12 27 -14 -15 16 -17 19 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.3387231464532195e-05 -6.7153947668265217e-05 -7.280052444544918e-05 2.0338786021023738e-05 0.00037597755587790289 -5.4352657529885199e-05 -0.0001965537254118838 -0.00022999048627150295 0.00045120552464440652 -0.00021540632972186547 0.00015899751381495488 0.00015800052766748991 -0.00055488773758617768 0.00028018572124884468 5.0431529612665266e-05 -6.8191093028746578e-06 -0.00023519759415311761 6.0780258610211592e-05 1.9734187197941377e-05 -0.00022770247698317378 0.0001402464914649449 1.0834210761610833e-05 -0.00042029643922975886 -3.4841719453321938e-05 0.0002541437672820161 -8.7810860382756713e-05 -0.00021014846357882635 -0.00013124974644407376 0.00133507336719033 -0.00017501792594536901 -0.00017722583703258833
leaf_count=29559 10017 69820 10762 1780 37185 11268 4019 1425 1211 3734 7825 416 863 2491 31978 6415 41050 16267 7425 5819 8020 853 17751 1062 3769 937 11487 39 9478 7206
internal_value=0 -0.0286415 -0.0192553 0.0730857 -0.0246047 -0.0341248 0.0268671 0.0654476 0.0232448 0.199069 0.120583 0.109153 -0.0690946 -0.143821 -0.0275569 -0.0798396 -0.0158047 -0.0513709 -0.0805738 0.00852076 -0.0436346 -0.0891449 0.0346902 -0.103794 -0.012778 0.0950021 -0.0738005 -0.419371 -0.0578519 -0.0337961
internal_count=361931 332372 262552 12542 250010 215630 34380 24667 19053 5614 9036 4189 9713 13759 201871 43600 158271 72354 56087 85917 27116 20360 58801 8850 4831 6756 19507 455 48662 39184
shrinkage=0.000980392


Tree=2821
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 497 728 540 1464 113 12 1024 1431 1452 263 1465 1106 154 51 1256 497 1 382 590 562 1187 49 353 712
split_gain=41.5546 25.7728 33.8601 32.4705 29.5018 29.5723 28.1841 29.4918 27.8588 26.2618 24.9287 31.5756 24.0154 24.0151 23.3855 24.6747 22.6128 25.8965 25.5603 24.8197 23.0729 22.589 22.5692 22.472 28.4986 22.3002 21.9067 21.868 21.2658 21.2657
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 1.656418941702585 -0.49008176997875957 2.9110317759397999 0.74657910936426475 1.0000000180025095e-35 -0.28505987831433222 1.3727948663943095 1.0099929608726099 0.15137389486705299 1.0000000180025095e-35 -0.52774419131799011 1.7407510129396675 -0.15489933552323301 -0.68916341501484679 2.8265518582395983 -0.54875103442761752 0.14060148230820743 1.0000000180025095e-35 -0.67541201360492764 3.0537978468623685 -1.0908925560597842 1.0000000180025095e-35 2.0708495840985219 -0.63779424894106762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 3 13 6 10 -3 -8 9 -7 11 -6 -12 27 15 -15 19 18 -18 20 -5 -13 -10 24 -9 -16 -20 -2 -29 -1
right_child=1 4 -4 16 5 8 7 23 22 -11 12 21 -14 14 25 -17 17 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00012067184430154329 -1.18743098370944e-05 -3.639210106795274e-05 2.0685834847325084e-06 -8.6915814427726678e-05 2.3091197402737328e-05 9.4394557167361767e-07 -0.00015731693627800904 -0.0002098646646365997 -0.00048259859645900923 0.00031762698714726741 8.1716125169779748e-05 -9.9179770315650033e-05 -0.00098068922970813064 -0.00026420337936749718 -7.8221681537543356e-06 -7.5402863686359405e-05 -0.00023594687780091432 0.00029807442393781054 -0.0003975441328480107 -0.00038326883083498488 0.0017850388674542114 0.00053618131784888604 0.00028682694541823362 1.2384123587446667e-05 0.00028968710471233343 0.0014035189878154742 3.3929499030468024e-05 -7.7848904942011494e-05 0.00023165855433226272 7.4371835926593553e-05
leaf_count=3225 80563 50676 62515 2368 1023 5594 1762 572 679 1209 1824 269 102 11635 6763 8257 8399 996 1353 6828 29 1755 175 3444 3996 74 6849 61549 1114 26334
internal_value=0 -0.0286026 -0.0408804 -0.0585175 0.00612541 0.0935473 -0.0152492 0.0863296 0.016474 0.0595415 0.217247 0.330048 0.0316496 -0.0477788 -0.12352 -0.172288 -0.154005 -0.0984003 -0.127301 -0.281043 -0.0492959 0.469152 -0.322008 0.139498 0.235288 0.00787763 -0.018766 -0.03664 -0.0725672 0.0569922
internal_count=361931 332372 259292 196777 73080 12630 60450 9774 7657 6803 4973 3047 1926 169955 26729 19892 26822 17597 16601 9225 2397 2024 854 8012 4568 6837 8202 143226 62663 29559
shrinkage=0.000980392


Tree=2822
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 727 1016 647 590 730 783 934 514 603 660 8 1015 221 771 1055 630 728 1002 209 639 570 15 1145 1444 1318
split_gain=42.2367 33.0883 27.9848 31.1563 26.7683 26.3956 25.788 24.3694 64.6829 22.4907 34.8993 33.75 28.1549 24.4317 25.9698 21.8641 21.7676 23.301 22.4809 22.7561 23.7256 21.5087 20.9471 23.745 20.8024 20.6172 22.8678 23.4555 25.497 22.8614
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -1.5722412400100421 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 1.2191568012335126 -1.1987563122234735 1.5773296200199145 -0.050951592202695524 -1.014379249180515 -0.49008176997875957 0.69854289147193727 0.23696906566319156 0.11942102837874842 -0.4998781572545779 1.9016026118134437 1.0000000180025095e-35 1.0000000180025095e-35 -0.37751581120742261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 4 9 6 -5 16 8 -3 10 12 13 -4 14 -11 -16 17 -2 19 20 -19 -1 -7 -24 -13 26 27 28 -9 -29
right_child=1 7 3 5 -6 22 -8 25 -10 11 -12 24 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00011351226603389526 -0.00039063119434075725 -7.6433756380257139e-05 4.285569214200082e-05 -0.00012109741757810234 -4.0718396245922169e-06 0.00025942081711041688 -2.650439900757091e-05 4.7974799323805799e-05 0.00044524816242549691 0.00017589769743840469 -7.9601136991238122e-05 3.5712877160921195e-05 0.00042331817094639609 7.2065968473799356e-06 -0.00045649237278271222 0.00063917719632404198 -0.0003056543767063788 0.00020034123647844274 -0.00054316265700810832 -0.00016033533668989645 -5.1408652399273147e-05 7.6802316607240304e-05 -0.00040364450449312185 0.00024283216420486545 -0.00033048636563697833 -0.00010601337275083788 0.00027910791358586062 -0.0002757501166208645 -0.00018176151223261893 -3.8395787909889914e-05
leaf_count=3396 2819 4821 6880 1294 103001 5339 45923 15399 1384 2134 17685 2668 1041 1982 101 996 5431 2491 768 12424 17434 26163 480 482 1064 61493 1214 4778 4109 6737
internal_value=0 -0.0276307 -0.0141181 0.0362215 -0.026387 0.15784 -0.0594334 -0.0681594 0.0737081 0.00737003 -0.0263581 0.100284 0.0945137 0.210412 0.316596 0.571036 -0.113753 -0.0936732 -0.0782914 -0.0683044 -0.016746 0.0586472 0.212942 -0.0718223 -0.0600539 -0.0795298 -0.0279947 -0.0426446 0.00716299 -0.141398
internal_count=361931 332372 232437 42146 190291 7595 87290 99935 6205 34551 25606 8945 7921 5213 3231 1097 41367 35936 33117 32349 19925 29559 6301 962 3732 93730 32237 31023 19508 11515
shrinkage=0.000980392


Tree=2823
num_leaves=31
num_cat=0
split_feature=785 21 885 1030 1467 1466 907 81 638 1466 1461 1461 1459 1461 1455 1455 1454 1467 1452 1450 1453 1460 1468 1455 1468 1453 1466 1463 1450 1454
split_gain=17.1733 17.2181 27.3297 26.3778 25.6596 24.1839 24.1375 27.7706 23.006 21.6361 21.2602 22.758 21.9086 35.3108 25.0021 21.4589 27.6062 39.6823 27.2786 25.3932 34.8035 31.3541 38.1619 73.9019 35.8057 30.8823 38.249 46.3489 41.4183 39.9524
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 2.7042904249467168 3.2089320700182484 2.2763907064872897 -0.89587670966412791 -1.0991000048867539 2.3363763065401777 2.3341844375848217 2.5032120688259147 4.9249071153624486 0.015014468430795973 3.9993613276323443 0.14145834482007744 2.5522110869383945 0.95531609900580594 4.808695702623436 2.3445682831865544 -0.70617196192585163 0.95496318747388242 0.099810043912261961 2.7220206540297416 0.27333549807150032 1.5815342945870006 0.51954049301251548 0.74365544056729793 0.26178017910560175 1.4313046434165499 -0.53254169354491554
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 5 4 6 8 -4 -8 -3 -7 15 12 13 -12 -15 16 17 19 -17 -2 21 22 -21 -24 25 26 27 -23 -28 -29
right_child=1 2 3 -5 -6 9 7 -9 -10 -11 11 -13 -14 14 -16 18 -18 -19 -20 20 -22 24 23 -25 -26 -27 28 29 -30 -31
leaf_value=0.0021576783113791231 -0.0043953445076545276 -0.0034254494382941428 0.0031543917581492082 -0.010448968011532059 0.012063890314088055 0.055426645471753716 -0.010550747581504712 -0.00047851539456348035 0.0072135671775989986 0.0050378089788131091 -0.0098303187829559963 -0.026292303386371355 0.019724366939329878 0.050235442624148002 -0.0018650141298451114 0.016141173278189039 -0.0062203239221365995 0.035070703764971227 -0.022045026047642722 -0.001562340962539149 0.01053161577144484 0.011489254805709285 -0.010788764195634808 0.047786132455006333 -0.017105217611827941 -0.013504416526399872 0.031388548926122813 -0.038936816152596122 -0.046075735202102529 7.9527566684777675e-05
leaf_count=29559 12999 93680 22757 4905 1870 90 4805 106765 3425 3067 1193 210 1671 205 211 1706 8784 346 280 44715 5248 6800 666 446 1068 942 1304 593 88 1533
internal_value=0 -0.0122425 -0.0220834 -0.0028851 0.00170647 -0.0539546 -0.00222155 -0.015998 -0.0615842 0.134823 0.0170884 0.185618 0.230486 0.0312886 0.542954 0.00867052 0.00182582 0.0176253 0.228322 0.012908 0.0335239 0.0141509 -0.0181059 0.395882 0.120459 0.156826 0.193484 0.130625 0.528316 -0.174863
internal_count=361931 332372 241364 141102 136197 100262 134327 111570 97105 3157 91008 3490 3280 1609 416 87518 85532 76748 1986 76402 63403 58155 45827 1112 12328 11260 10318 8926 1392 2126
shrinkage=0.05


Tree=2824
num_leaves=31
num_cat=0
split_feature=785 181 837 277 567 1256 1286 8 1463 1011 402 1464 484 145 774 917 537 59 1454 978 1048 142 974 1367 1292 407 263 151 973 633
split_gain=29.9471 25.4628 23.6313 29.4114 29.2764 23.3057 22.4706 30.5488 28.229 35.3798 22.9706 23.4907 21.1949 25.8992 21.1842 23.85 22.2785 22.172 20.0595 22.7055 21.3283 20.049 20.0279 19.731 27.2292 21.4483 19.443 19.1741 19.0885 19.0753
threshold=-0.86283290253235112 1.0000000180025095e-35 0.64384972645585192 1.383899167819199 0.92516156521891413 -1.5427084609334123 0.78161905918100072 -1.3201780167189929 -0.043407658172389896 1.0000000180025095e-35 2.3072461888407707 0.46787064418763252 0.40243943359777712 -1.1833957234287078 -0.96875029338512142 -0.03222975072540641 0.44238072866629086 2.8274668207868303 -0.672122352939171 3.0027013568658325 1.186522249830128 -1.1002423157282424 2.7880706324053377 1.0000000180025095e-35 1.0000000180025095e-35 -0.68422620775809573 1.6445160113075163 0.12209407505086782 1.0306907539031613 2.0602254807584486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 5 4 21 -2 12 -8 10 18 -9 -12 14 -14 15 16 -7 -16 20 -20 -10 22 -4 24 28 -26 -3 -17 -1 -6
right_child=1 26 3 -5 29 6 7 8 9 -11 11 -13 13 -15 17 27 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.1459016492214015e-05 -0.00016701025440579508 -8.020927536603926e-05 7.9274289768716062e-05 -0.00024984761473158007 4.4128296657918291e-05 0.00016151864712449335 -0.00021764654727053943 2.1459382541501821e-05 0.00017583800295015953 0.00027062385522057551 -0.00053380728662543104 0.00040055880242580801 0.00016309590669770881 -8.2567666442382492e-05 -9.8225763990369614e-06 -0.00018594421989953571 -7.7253407009043331e-05 -0.00036478686480066644 1.7652678136997056e-06 0.0014768201365932528 0.0009090919696027786 -8.2799441656032185e-05 0.001248315168104127 9.5793874364834289e-05 -0.00015971157450431781 0.00014319048826459728 9.7797392113060973e-05 8.8548043360897141e-05 -0.00043712019384925684 0.0004199363469157993
leaf_count=5827 5436 66760 3113 4948 7600 11058 2405 21233 1614 4808 624 129 2479 32513 103816 3316 2325 1083 8123 40 187 42470 58 16416 1306 5131 3060 2538 879 636
internal_value=0 -0.0254144 -0.0161009 -0.0597226 -0.0445734 -0.00527682 -0.00175594 0.0447622 0.0587072 0.130327 0.00820216 -0.35851 -0.0140593 -0.0663001 -0.000992566 0.0705231 0.12134 -0.012919 0.0550933 0.0104405 0.266157 -0.0700413 0.11142 0.0473146 -0.0153507 0.0835446 -0.0707268 -0.0616843 -0.114217 0.0799293
internal_count=361931 332372 262552 58825 53877 203727 198291 39163 36758 14772 21986 753 159128 34992 124136 19237 13383 104899 9964 8163 1801 45641 3171 29559 13143 6437 69820 5854 6706 8236
shrinkage=0.000980392


Tree=2825
num_leaves=31
num_cat=0
split_feature=545 959 1094 785 1361 208 290 1458 9 200 710 1456 1455 21 1356 885 1450 830 1453 1453 1458 1443 882 1459 1458 1452 1122 769 1189 900
split_gain=26.9176 28.0637 30.5653 28.4745 26.9844 25.5332 24.8163 26.7796 23.5682 22.326 33.8863 32.6547 33.7199 30.3117 35.5632 39.2801 29.5585 28.4396 26.5288 30.5528 27.4059 25.708 25.2862 25.2646 37.9961 33.8788 24.7664 25.0861 31.1155 23.8708
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 2.168146901197614 2.1089670232183031 2.6054386111478895 1.0790568890860055 -0.97734522064874174 2.4790415170315945 1.0000000180025095e-35 0.72809816964645935 -0.13431221002227373 1.0000000180025095e-35 2.2685560401286238 1.3264365022561064 0.85069160734071569 -0.20662850366848182 -0.24293880212619787 -0.63176582655212954 0.74946655640772974 1.0000000180025095e-35 0.066535483750973831 -0.55959664989479319 0.50143181815562798 0.93587738043522084 0.86860909417902288 2.9355178520339691 -0.61352624435165237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 6 7 9 -7 -5 13 -12 21 18 -15 16 17 -16 19 26 22 29 -20 25 -25 -22 27 -11 -29 -13
right_child=1 3 4 5 -6 8 -8 -9 -10 10 11 12 -14 14 15 -17 -18 -19 20 -21 23 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-5.5545619331646051e-05 2.1637558153519737e-05 6.8831992452431955e-05 -0.00025097974506224662 -7.940035594476412e-05 -6.8962664526003108e-05 -9.1793906360976188e-05 0.00010167720588447151 0.00015827696736302814 -0.00048019009526580796 -1.0359314731454787e-05 7.4531720438236583e-05 0.0011993915950028581 -0.00044911566107305956 -6.0920120882699249e-05 -2.0730269680343195e-05 -0.00035590902766809802 0.0002735894539759904 0.00013418591465871182 0.00038144978355385246 -0.00070269384708285438 0.00014792135556352605 -0.00027982332544289042 9.57773060156111e-05 -0.0013945934545299759 -4.514639847797771e-05 -0.00020171368112356481 -0.0001464805296384232 0.00013435540547770958 0.001638450464108045 0.00046687953645767766
leaf_count=94059 13044 24714 10243 25773 14263 5907 8560 3659 1087 23339 3271 288 153 69095 18496 1144 2048 6955 2375 326 10183 130 3577 148 6230 1642 5431 5295 51 445
internal_value=0 -0.00727591 -0.0733013 0.000811102 -0.129182 -0.00795173 -0.00369466 -0.00941625 -0.15222 -0.0135043 -0.0046689 0.182813 0.509229 -0.0101279 -0.0337184 0.0281502 0.0439228 0.0233814 0.02981 -0.00981612 0.0858476 0.660179 0.214562 0.042822 -0.0669849 0.104857 -0.00364043 0.0208493 0.155286 0.796279
internal_count=361931 267872 37550 230322 24506 205608 198614 190054 6994 186395 160622 4287 1016 156335 97738 28643 27499 25451 58597 34442 24155 863 5952 18203 6378 11825 34116 28685 5346 733
shrinkage=0.000980392


Tree=2826
num_leaves=31
num_cat=0
split_feature=616 1429 1242 1189 281 906 1458 62 852 551 156 1454 1454 1464 1457 1463 1466 1449 1449 1449 1454 1464 1450 1457 1466 1468 907 1469 1465 1454
split_gain=16.5495 21.19 20.849 22.7406 21.6737 20.6164 20.1746 28.2674 27.1262 30.2937 25.2132 24.3187 24.5688 34.0548 33.8831 32.6168 38.9098 31.4894 49.9033 61.2575 38.2266 31.4545 34.5855 31.378 47.5959 36.8807 30.4009 30.1281 28.8371 28.7385
threshold=0.57091520978742472 1.0000000180025095e-35 1.7163795763512886 -0.316566537206173 3.4123036657434356 0.70546267252163208 1.8460070869938618 -1.2811150420666217 1.0747610123934368 1.0000000180025095e-35 -0.76390848464540617 1.0692506903199488 -0.17470481038223243 0.33722957473813192 -0.17133938114537597 0.067148399785659021 1.3730829875509711 -0.48085314393774437 -0.16476281433214623 -0.20094132613719282 -0.84722408107669478 0.42242115769873234 0.23668915925375497 -0.048612952788369156 0.019481231302653043 0.47537500682455874 -0.89587670966412791 2.6156269077848826 3.9123359101615605 -0.82542789839051101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 5 -5 -3 7 10 11 -10 -1 12 14 28 26 16 17 20 19 27 -16 -15 -23 24 25 -20 -9 -19 -14 -25
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 -12 -13 13 21 15 -17 -18 18 23 -21 -22 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.002336845975500588 -4.2404569705408055e-05 0.00083273478225407479 0.00969322784373923 -0.010077179288888499 0.031360197810815491 -0.013355715557156962 0.003912516970689432 0.0031063148404311836 -0.00067416072256705744 0.006554919166206318 -0.0038617165967060989 -0.0035557235568215795 -8.1806446596998283e-06 0.01939058493170704 0.0095204472059400077 0.0063650254463385476 0.020315366291698885 0.0029651676274288982 0.014062092460748686 0.034296836131292023 -0.010266285489223224 0.00092023885080268837 0.011514900283715712 -0.019748086386335423 0.041513572009426854 -0.026253506700699182 -0.0033740630235153213 0.051164136406857554 0.039576224383062623 -0.0026113645247085541
leaf_count=12221 28174 9445 1479 14213 163 2193 13965 11078 12087 15710 54595 23251 40349 1889 1658 13317 1020 5331 861 1007 7667 11481 5429 1739 440 479 59948 146 213 10383
internal_value=0 -0.0481703 -0.100598 -0.118072 -0.188762 -0.0339684 -0.000983741 -0.00542886 0.00562336 0.0686714 -0.0525845 -0.00416842 0.00538276 0.0421586 -0.0146889 0.0352211 -0.00727167 -0.0237658 0.0270712 0.194263 -0.136693 0.11907 0.0887798 -0.0518415 0.228903 -0.000702765 -0.0462177 0.0915352 0.00448149 -0.0953377
internal_count=361931 55667 27493 26014 14376 11638 306264 292299 225483 27797 66816 197686 174435 59361 115074 44048 30731 29711 20386 6484 9325 18799 16910 13902 1780 1340 71026 5477 40562 12122
shrinkage=0.05


Tree=2827
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 727 954 346 1249 1040 834 759 1470 746 848 544 859 913 85 730 783 934 514 603 660 8 639 345 907
split_gain=32.3616 26.3741 23.5526 28.8171 25.577 25.5147 23.405 22.3735 21.9391 22.3778 27.593 22.0521 21.7159 21.5784 20.4626 23.4741 20.2271 20.2056 19.9423 20.3168 19.8745 32.9351 28.8432 25.9808 25.1438 26.4577 21.6715 20.7094 20.5436 20.3376
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 0.98873640907070304 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.0780443506202029 2.7993186572179827 0.78209301887286675 1.0000000180025095e-35 0.20792164000855923 1.0000000180025095e-35 -0.98545034728205338 -1.0282579537198486 -1.3274107148674466 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.11942102837874842 0.46293354690950167 0.49932493644430648
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 4 20 5 8 -5 -3 9 10 11 -2 14 -9 15 -12 -1 -8 19 -7 21 23 24 -4 25 -22 -27 28 29 -24
right_child=1 7 3 6 -6 18 17 13 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=8.5755356335356805e-05 -0.00034553595182000623 -6.8938917149007168e-05 4.3322838324462539e-05 -0.00011091021539339425 -5.5071307087500172e-07 0.00020927292166095636 0.00048274216554566093 0.00014743113665477146 -0.00019939486897672552 -0.00021211583904511073 7.7064448534236804e-06 0.00097450410519199298 0.0007654688757454197 -0.00017936116863422516 0.00014341250089895858 -0.00024055190236565015 -3.9184839908950877e-05 0.00015176523637518472 -5.2225649676147175e-06 -0.000197543522463234 0.00016236358084564277 -7.6104211270569305e-05 -0.0001730661715234368 0.00040828421241509747 -9.0022192114913929e-06 -0.00046133136378668789 0.00062841464282251602 -0.00032399801108187065 0.00035269085486279097 0.00037026294005106271
leaf_count=21198 2747 93974 6880 1294 103001 733 993 4512 14802 6707 9806 95 210 1449 3082 3918 8361 5308 39942 5248 2134 17685 1651 1041 1982 101 996 1064 644 373
internal_value=0 -0.0230892 -0.0110357 0.0351462 -0.0222992 -0.0546236 0.152192 -0.0593608 -0.108705 -0.06631 -0.026807 -0.3005 0.0069275 0.0763473 -0.00361975 -0.055626 0.0524848 0.204066 -0.0223893 -0.149843 0.00741411 -0.024318 0.0946776 0.093063 0.19619 0.303897 0.560489 -0.0537767 0.0425148 -0.0697963
internal_count=361931 332372 232437 42146 190291 87290 7595 99935 41367 26565 19858 2842 17016 5961 16806 13724 29559 6301 45923 5981 34551 25606 8945 7921 5213 3231 1097 3732 2668 2024
shrinkage=0.000980392


Tree=2828
num_leaves=31
num_cat=0
split_feature=785 728 1431 771 954 1470 727 519 712 261 1450 1299 588 372 666 1395 459 1467 714 851 803 768 791 611 867 650 353 829 645 934
split_gain=28.8235 26.962 23.8707 22.6253 22.0802 21.8409 21.0347 20.5064 39.2347 28.3181 30.6054 25.9002 25.8814 21.0784 20.9284 21.056 20.6849 20.4615 22.8904 42.1689 36.176 33.66 31.1539 31.2009 31.9358 30.2447 29.917 29.7101 28.6665 28.1457
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.4820751525130569 0.98873640907070304 0.78209301887286675 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 5.5426090097491345 2.0781377659795948 -0.31407487021714353 -0.89164644713046382 2.2575337098986954 1.9458755331811359 1.3603813214016403 2.6212945108504591 1.0000000180025095e-35 -0.84871412517626565 1.9682860324222273 1.4582606246804526 1.0000000180025095e-35 1.0000000180025095e-35 -0.72818492217606867 2.1314615550283826 0.31755441909385257 -0.26514230174233305 1.0999280683389623 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 -3 -6 -1 14 -9 11 12 -10 -11 -14 17 -16 -15 18 21 -20 22 25 -21 24 27 29 -25 -24 -23 -2
right_child=1 4 -4 -5 5 -7 -8 8 9 10 -12 -13 13 16 15 -17 -18 -19 19 20 -22 28 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-1.6729082952568925e-05 9.8971213078388319e-05 -6.9523233783853108e-05 -7.0307052973453765e-05 -0.0001557508615608623 0.00014641170203159721 -0.00018226580341372225 9.7784761447102295e-05 -0.00012826288006849255 6.9547681106645696e-05 6.751980557772756e-05 -0.0022998061683754665 -0.00043238894388979669 0.00072698966534426486 0.0003222241960404743 0.00013021406531887731 -0.00048537284822070372 -0.00045187004330051703 0.00012631476443281255 0.0001218192330936259 -7.6453780688900646e-05 0.00011664679796087668 -0.00022090382209370802 0.00040091092092733714 -0.00011732119126465353 1.8494116356454497e-05 0.00031105177733690108 6.1295967707670468e-05 -1.9001650964868636e-06 0.0002218667724708898 -2.1248158559847598e-05
leaf_count=12551 17156 93974 35150 4703 4512 1449 17008 3133 4235 2077 21 456 534 2759 6184 242 154 4576 7509 76229 5796 4610 2176 14219 9360 1919 7025 1356 820 20038
internal_value=0 -0.0233536 -0.0111613 -0.00244997 -0.0600281 0.0748 0.0479977 0.00120628 0.0784663 0.137883 0.236638 0.0211948 0.245542 0.355987 -0.00565952 0.109699 0.289001 -0.0107695 -0.0150804 -0.0310971 -0.0423699 0.0282548 -0.0523568 0.00514641 0.0886629 0.0498649 -0.0521765 0.261151 -0.146762 0.0355871
internal_count=361931 332372 232437 197287 99935 5961 29559 192584 13369 10236 5545 4691 5524 3447 179215 6426 2913 172789 168213 123670 116161 44543 110365 34136 12892 39113 21244 3532 5430 37194
shrinkage=0.000980392


Tree=2829
num_leaves=31
num_cat=0
split_feature=785 728 852 209 1175 900 694 937 140 1037 954 365 557 1077 1470 728 1452 1383 356 21 1122 828 1458 1449 333 147 75 1090 632 1177
split_gain=31.1374 26.8986 24.3242 31.6175 32.4589 25.9356 26.225 26.037 28.6253 22.5186 22.1589 21.6607 23.252 21.396 21.3752 21.3439 20.8732 20.3826 20.3642 20.3483 23.0002 22.2494 22.5593 23.3945 20.9078 22.2587 20.1449 19.9835 19.982 21.0459
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -1.038133627958042 -0.65609391801188754 2.1273853924476502 0.047711303112312357 -0.58363259351866237 1.8790564127931246 -0.028015989073536769 0.98873640907070304 -0.78919497293715091 2.6809841244959602 4.2406324835638474 0.78209301887286675 -0.49008176997875957 6.7057942035045022 -1.0318768662434141 1.19302125226601 1.0000000180025095e-35 0.79579885031402708 1.3412350531382633 -0.82108684835595114 0.90974908063288995 1.6828651434218436 -0.47128145486788897 3.8834849792475468 1.0111579468260208 -1.1226924480788913 2.6605302561394431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 11 17 9 7 -7 -6 13 18 -3 12 -2 16 -12 -1 -9 -4 -5 20 28 22 -21 -24 -25 -26 -13 -14 -17 -30
right_child=1 10 3 4 5 6 -8 8 -10 -11 14 26 27 -15 -16 19 -18 -19 -20 21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.00012231149963713269 1.4708673678284241e-05 -7.1525311280367087e-05 -0.00035089948713225923 -0.00010447813803372635 0.00014889049034360718 0.00041850599133375392 -0.00013018927874300433 3.7420685863383412e-05 -0.00021929304409605392 3.644632497394204e-05 0.00014382314448941816 -4.0393474972957908e-05 0.00046642949024315811 -0.0010715407320312539 -0.00018141205288236029 -0.00023418081670878641 0.0012447659379614378 -6.0706528117959098e-05 -0.0004827514884173077 0.00034971981694254005 -0.00020281873976286344 -9.0553732837425114e-05 7.6058965770350542e-05 0.00046626515720118365 -0.0017744870109419231 0.00037365137885141689 -0.000614816480238913 -0.00075925071335899194 9.5561739880349494e-05 -0.00061871586985319646
leaf_count=3396 27396 93974 1966 7373 8741 1497 505 37682 2067 6199 4512 129517 866 85 1449 1020 51 7159 888 2131 2064 2000 9648 1155 47 50 364 81 7860 188
internal_value=0 -0.0254411 -0.0132645 0.0190453 0.0342723 0.0582542 0.291588 0.0482441 0.0246453 -0.0636361 -0.0620582 -0.0298934 0.0270856 0.0379375 0.0730045 0.04871 0.0402358 -0.115932 -0.145763 0.0683978 -0.000540554 0.120987 0.153742 0.113474 0.396464 -0.622775 -0.0426118 0.379905 0.0453548 0.0807396
internal_count=361931 332372 232437 74213 65088 50628 2002 48626 39885 14460 99935 158224 28343 37818 5961 29559 37733 9125 8261 26163 11132 15031 13031 10900 1252 97 129881 947 9068 8048
shrinkage=0.000980392


Tree=2830
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 727 954 730 783 934 514 603 660 1015 221 771 1055 630 8 1470 639 497 345 907 544 495 913 85 1179
split_gain=31.5591 25.7807 23.5843 28.959 24.9406 24.2572 23.6104 22.9121 22.3983 31.832 29.8625 25.3887 24.9702 26.0259 21.8988 22.6521 21.9285 22.8781 23.5796 21.7689 21.6344 20.895 20.5771 20.4941 20.3919 20.1169 20.0894 19.6889 20.0989 19.7607
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -1.5722412400100421 0.98873640907070304 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 1.2191568012335126 -1.1987563122234735 1.5773296200199145 -0.050951592202695524 -1.014379249180515 -1.298475463871557 0.78209301887286675 0.11942102837874842 2.5623266075722904 0.46293354690950167 0.49932493644430648 1.0000000180025095e-35 -0.59136135564859804 -1.0282579537198486 -1.3274107148674466 -1.2997175642063075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 4 8 5 14 -5 -3 9 11 12 -4 13 -10 15 -2 17 18 -17 -15 -9 23 -11 24 26 -1 -12 28 29 -7
right_child=1 7 3 6 -6 27 -8 20 10 22 21 -13 -14 19 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.2161616947719788e-05 -0.00038325595933446938 -7.1235892530754048e-05 3.7196741932726831e-05 -0.000114329948328372 -3.5682759084844631e-06 0.0010167698598884673 0.00019791574671557661 0.00014699867697171303 0.00016730407768463209 -9.0922515896797553e-05 -0.00043934904845807567 0.00039757791171146552 -4.1303646343578499e-06 -0.00046126781608335168 -0.00030237973956333871 0.00020354519630811583 -0.00053497983010682593 -0.00015698673519394684 -4.7520356533896033e-05 0.00063029732361610975 -0.00018022944764917008 -0.00032514307369463353 0.0004134564430728386 0.0003527037098751097 0.00037118415783789888 -4.2426697357057811e-05 3.7862637974353377e-05 -8.4844167879165901e-06 -0.0001995603599404268 3.1489679903553796e-05
leaf_count=21198 2819 93974 6880 1294 103001 113 6301 4512 2134 17354 800 1041 1982 101 5431 2491 768 12424 17434 996 1449 1064 331 644 373 8361 851 39942 5248 620
internal_value=0 -0.0257446 -0.0138303 0.032369 -0.0250968 -0.0570056 0.149732 -0.0615863 0.00459267 -0.0290594 0.0972501 0.0862361 0.200584 0.307891 -0.10974 -0.089579 -0.0744338 -0.0645872 -0.0128574 0.562236 0.0757779 -0.0537521 -0.0814537 0.0429483 -0.0691963 0.0488928 -0.176085 -0.0255992 -0.152177 0.208804
internal_count=361931 332372 232437 42146 190291 87290 7595 99935 34551 25606 8945 7921 5213 3231 41367 35936 33117 32349 19925 1097 5961 3732 17685 2668 2024 29559 1651 45923 5981 733
shrinkage=0.000980392


Tree=2831
num_leaves=31
num_cat=0
split_feature=785 519 727 728 869 921 783 382 126 789 1022 140 395 689 583 639 550 706 649 834 769 965 924 858 209 712 766 214 1252 978
split_gain=38.2605 28.7506 40.9461 34.2127 38.0294 37.4191 63.078 33.4287 31.7539 29.4523 28.3274 27.8225 27.2391 26.8361 26.3656 27.3393 25.842 25.7688 25.4932 25.4114 27.4394 24.9309 24.2777 24.17 24.0551 23.6035 23.5543 23.574 23.453 23.4944
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.6552641023399333 -0.38614692990375338 1.0000000180025095e-35 -1.1110989058077336 -0.55326332990463356 0.11942102837874842 0.29966714842153758 0.85558832110916161 1.0000000180025095e-35 -0.55738587327289035 0.53390540777970152 0.1463002810917281 1.8999064755685127 1.0825608069246189 1.4237363317142799 -0.63779424894106762 -0.45228654518479167 0.37772781070951184 2.4192096387169548 2.6375975511520715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 3 17 14 5 8 -7 9 10 24 12 -12 -5 -14 16 21 -2 -3 -19 -15 -21 -16 -6 -8 -4 -1 27 -25 29 -24
right_child=1 2 7 4 22 6 23 -9 -10 -11 11 -13 13 19 15 -17 -18 18 -20 20 -22 -23 28 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013295662472609959 4.0938982272017238e-05 -0.00014521915422995889 0.0003227552049123728 -0.00013888260023179783 -0.00010261183043049325 -1.0405308563940855e-05 0.00030709193560287811 7.4889835559420238e-06 -6.1368067660235395e-06 -6.6147976928493304e-05 0.00071505655296731109 8.8622828603515144e-06 8.2377187842815481e-05 2.3173870913011572e-05 6.8816943600706211e-05 -0.00012236430419566795 0.00024791875944672975 -0.00012793522968222035 0.00024913354423904068 -0.00015150307457136237 -6.1368722261083164e-07 -6.2348458665142427e-05 5.4153254603662163e-05 0.0004034005195195759 -0.00020034292555926299 7.1991777499271002e-05 -0.00076871392520875734 -0.00086053800199340836 0.00087853303760713802 -0.0013677756887612979
leaf_count=3225 16470 6191 4850 33669 79939 18652 4493 5700 62084 1127 372 658 6206 10524 16348 11228 2851 1462 1794 20381 8802 12286 5081 285 394 26334 191 90 171 73
internal_value=0 -0.0285161 0.0449948 -0.034982 -0.0477781 -0.0286713 0.0524277 0.121283 -0.0436079 0.223244 -0.0762002 0.270328 -0.0820686 -0.0486992 0.0131082 -0.0216148 0.0780927 -0.0647596 0.0893891 -0.0717256 -0.107337 0.0131732 -0.0931034 0.260689 0.289867 0.0535363 -0.15134 0.143471 0.0681646 0.0356442
internal_count=361931 332372 21518 310854 251671 166407 23711 12071 142696 6371 80612 1030 79582 45913 59183 39862 19321 9447 3256 39707 29183 28634 85264 5059 5244 29559 566 375 5325 5154
shrinkage=0.000980392


Tree=2832
num_leaves=31
num_cat=0
split_feature=50 194 609 1456 594 1458 691 45 785 727 942 930 1386 1047 519 727 261 583 1368 498 21 1457 567 562 1214 705 1457 294 686 1452
split_gain=17.0822 32.4412 18.4948 18.7302 22.3318 25.6136 22.4596 18.9202 18.2646 18.7613 18.3152 22.5729 23.5217 20.2567 18.2237 27.9895 28.3106 24.1991 24.1968 19.7604 21.0441 29.226 26.1377 28.5119 24.6824 28.3112 23.6114 22.023 25.9788 21.4633
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.34836266309945185 2.0994270724704638 0.4869546456463002 -0.40969406002708125 1.2777061444061084 2.0672121897419058 -0.86283290253235112 1.0000000180025095e-35 3.1241105236897999 1.0000000180025095e-35 1.8727208626444742 -0.62055919587111241 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.99544907250003589 2.0941200464680074 2.1953858096103978 -0.70163543588998201 0.874379273111902 2.0791192644676673 -0.9458682126651613 1.0000000180025095e-35 -0.12923875942060006 0.118136917360207 0.12405852184847897 1.321975669573771 0.62995620057108082
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -5 -3 9 -2 14 -12 13 -13 19 -16 18 -18 -17 20 21 24 27 -24 29 26 -26 -22 -29 -10
right_child=8 2 -4 4 -6 -7 -8 -9 10 -11 11 12 -14 -15 15 16 17 -19 -20 -21 22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0037533718442279485 -0.00017559951607356368 -0.002269588875618365 0.0020366146212798439 -0.015106568910051322 -0.0079158169065039335 0.020523174794712204 0.049109538770554864 0.0085341885605913562 0.0007014489265271828 0.0076312027401261168 -0.013262619388807876 -0.0092094787139539013 0.10204343774254393 0.018570540106101197 -0.0022723408940014816 0.0041999604621919887 -0.014107998022109328 0.017858933274223922 -0.027410119923277854 0.0075751979324481262 -0.0009271450545522916 0.0078401576467442211 -0.015454367653520882 0.012258151289840563 0.0048789121808560758 -0.0091122743762280488 -0.010423321721349646 -0.0031783067867994434 -0.013351008240487006 0.0095456298856769553
leaf_count=74213 6332 56143 28980 595 956 1566 89 2007 19207 8442 393 370 27 1331 5122 2944 265 2900 276 3451 88431 7418 575 2602 6108 7658 2054 21991 5161 4324
internal_value=0 -0.0272091 -0.00188422 -0.0266775 0.142872 0.263371 -0.132845 -0.0366603 0.00557916 0.0793606 -0.000751997 0.189827 0.289568 0.256641 -0.00342076 0.0767715 0.164034 0.302207 0.0302193 -0.00981981 -0.0135442 0.0289245 -0.0289586 0.159738 0.00222757 -0.0740496 0.0245782 -0.0348315 -0.0939404 0.047918
internal_count=361931 164549 90336 61356 3206 2250 684 58150 197382 14774 182608 2121 1728 1701 180487 11507 6385 3165 3220 168980 165529 46769 118760 3177 39351 15820 8162 115583 27152 23531
shrinkage=0.05


Tree=2833
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 706 967 497 382 965 222 832 279 11 557 1037 1038 422 21 89 779 501 978 913 712 705 1039 591 499 943 777
split_gain=30.2522 22.7219 25.3828 43.9232 21.4897 24.7233 24.6297 29.0769 24.042 23.6848 23.3514 22.8663 25.9429 23.1393 22.3711 21.2336 20.6942 26.437 24.2183 25.4845 21.0667 20.7738 21.1763 20.404 20.3543 20.1712 20.021 22.226 23.9311 20.9196
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.2757743684523109 1.5343909308640491 1.5729800777409018 1.0000000180025095e-35 -0.45591238426429986 -1.5421810694528248 0.89888289943376809 0.3831298080087287 -0.87191264689159853 2.5220033806985911 0.30001598979790833 -0.88201376903089468 -1.2415873250643052 -0.70163543588998201 -0.79801254064409199 0.13224400543380457 -0.6455790061835861 -0.86739898370003232 -1.3993443602526965 -0.63779424894106762 1.6353069485554472 1.885205141031743 0.26941944963516368 0.93331838058116268 1.4693784537238983 0.8473821125072053
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 4 15 5 16 10 11 -9 -7 26 13 -13 -8 -10 -4 18 20 19 -2 -18 22 -19 -1 -23 -26 -6 28 29 -28
right_child=1 -3 3 -5 6 9 7 8 14 -11 -12 12 -14 -15 -16 -17 17 21 -20 -21 -22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00012438144402563951 0.00025386519480179268 -6.52176525299794e-05 -0.00026221299459374992 0.00037970564070562504 -1.5030681759073e-05 -0.00061033560615055091 0.0002702409498577255 0.00014071891435646195 -0.00026884605388227494 -8.4974834454634368e-05 -0.00012481298203686003 -0.00082737721818174081 4.1844269461100468e-05 -0.00080445122165684975 6.9717216550072548e-05 5.645252081045819e-05 0.00019348099977932009 0.00019301407772589363 -0.0001816547765661003 -0.00027248166496590681 4.3307088557828399e-05 1.0911022598523726e-05 -0.0001402420560323231 6.6755800005223668e-05 0.00036982072011675998 -0.00092345864292481109 -1.6597588484785015e-05 -0.00019938907266150131 -0.00035673229026145383 -0.00020934495616610447
leaf_count=3225 1612 69820 1206 1780 75396 625 3846 1792 2524 8130 22121 184 1518 98 1302 9556 6368 1143 6647 804 14507 52952 8233 26334 1004 60 25873 7392 1926 3953
internal_value=0 -0.0236459 -0.0148441 0.0787866 -0.020271 0.00410601 -0.0389415 0.0557719 -0.0532298 -0.116493 -0.0486672 0.162907 -0.0435582 0.251105 -0.152231 0.0267647 0.0141166 0.0235999 -0.101288 0.0995096 0.0939072 0.00208 -0.101237 0.0495357 0.0171094 0.308531 -0.0364215 -0.0816675 -0.0542907 -0.0400951
internal_count=361931 332372 262552 12542 250010 102085 147925 11264 5618 8755 136661 5646 1702 3944 3826 10762 93330 84267 9063 2416 20875 63392 9376 29559 54016 1064 114540 39144 31752 29826
shrinkage=0.000980392


Tree=2834
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 497 498 954 1104 1470 471 913 560 84 1431 597 417 1469 1466 613 1451 21 1107 89 77 453 405 1427 63 1046
split_gain=30.124 25.4928 23.5285 31.318 33.1788 22.8379 30.2333 22.3757 22.3517 21.528 21.1989 21.1163 22.3523 21.4098 20.9912 23.2728 23.0072 22.3566 26.9453 35.8653 31.827 25.4073 24.5629 24.5003 23.638 22.3012 21.8849 21.7875 25.2207 27.3448
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 0.98873640907070304 0.63515767152532354 0.78209301887286675 2.9395468797111257 0.60667346056980065 -0.91026277545683032 -0.9805036543575979 1.0099929608726099 3.1596628491584919 2.924606770914282 -1.0588145806293296 -0.22241172008597768 1.3156155531097407 -0.0066164517430368063 4.5933813388752975 -0.86843805286895204 4.0012644094602825 1.0713809910298406 2.3178925073180721 1.0000000180025095e-35 2.2971197365863145 0.78178057933699419 -0.96987142082945443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 5 11 6 -4 -3 -8 -9 -6 12 -5 -13 15 16 17 18 19 -2 24 23 -21 25 -20 27 -16 -19 29 -29
right_child=1 7 3 4 10 -7 8 9 -10 -11 -12 13 -14 -15 26 -17 -18 21 20 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.6887956395373176e-05 6.3797201521287368e-05 -7.0316396918597892e-05 -0.00033306854149988568 -0.00043645304234213832 0.00010760504947379541 5.2586620422849381e-05 7.9676873422676267e-05 0.00014597577352437334 0.0015203009639032921 -0.00018038924814594415 -0.00052785783484657497 0.00034428909533825173 4.3234123079506236e-05 -0.00076658842055924359 -5.9465755346003112e-05 0.00026806459182452861 0.00045285819414919774 -3.9533329382703291e-05 -0.00020208932776833311 -0.00016464111811466837 6.5561941168744534e-05 0.00095821158283301519 0.000512353018606931 -0.00044762956756061039 0.00013935236342299114 9.2456755004188099e-05 -0.00027173491097675083 0.00080738351655720928 -0.00038548543921580432 0.00011369403434279625
leaf_count=29559 11628 93974 2623 676 21222 1899 198 4512 53 1449 239 107 2130 458 26081 1123 503 130878 5237 337 6894 90 1281 848 999 7798 4559 281 499 3796
internal_value=0 -0.025124 -0.0132715 0.04338 0.0731465 -0.12337 -0.25837 -0.0607715 0.426992 0.07494 0.10271 -0.136474 -0.05971 -0.55216 -0.0224436 -0.0137021 -0.016077 -0.017499 0.0388382 0.106276 -0.029725 -0.0292575 0.402561 -0.0301614 -0.143744 -0.0281018 -0.084062 -0.0346643 0.111432 0.162291
internal_count=361931 332372 232437 29605 24832 4773 2874 99935 251 5961 21461 3371 2806 565 202832 172192 171069 170566 26376 13246 13130 144190 1618 144100 6236 143252 30640 135454 4576 4077
shrinkage=0.000980392


Tree=2835
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 1469 1441 21 1452 1311 1452 1222 1027 428 1091 878 773 544 1430 1229 921 1164 629 280 1094 1000 1169 1454 1470 620 759
split_gain=39.4122 28.6986 25.2207 44.2814 24.3839 28.0101 26.5619 29.9791 35.7678 30.3449 26.8397 26.7212 26.581 24.992 23.8724 23.3494 23.0441 22.7423 29.6376 25.2618 29.2181 25.0002 25.2249 23.7202 22.601 27.1375 24.7863 22.1215 21.8552 25.3215
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -1.0706168552173836 1.7193014468115779 0.43301101584543472 0.82711375264874976 -0.1678896011451608 1.1180481986751956 1.2281653790456704 1.3133204588538343 -1.0699309532947014 0.69009342306031496 1.0000000180025095e-35 -0.62274645879491886 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.24051307952136838 1.0000000180025095e-35 1.7540977929717843 1.3759530125180122 1.8810513901052739 -0.55482136051544784 0.48044600209562588 -0.94795818613911831 0.5495017482490866 1.0000000180025095e-35 3.5805610921025974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 4 -4 6 17 7 8 -2 -9 -11 14 -10 -7 -8 -16 -1 18 23 -20 24 22 28 -6 25 -21 -26 -12 29 -19
right_child=1 -3 3 -5 5 13 11 9 12 10 27 -13 -14 -15 15 -17 -18 21 19 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=8.6254298298484266e-05 -7.0055207505560592e-05 -7.9021180585223832e-05 1.7920537901497932e-05 0.0003722598987736833 -0.0001040161230853013 -0.00019861806849098541 -0.00023339654072455075 0.00045112573530096993 -0.00021669337363181931 0.00015613281100287322 -0.00056131070825136454 0.00028316347882893821 0.00015465288758708447 4.8141933572328986e-05 0.00025193411591374571 -8.6553679496680964e-05 -4.6948999328006534e-05 4.1778829224561709e-05 -8.6057533657918087e-05 0.00029787441885221485 -0.00020633467192053841 -0.00012847797383387684 -0.00011840705275565318 -0.00039863941107501957 0.00049195086803490752 -0.00011218442429230516 -2.104131313769348e-06 0.0013033551302733012 -2.1426304814375286e-05 0.0011471488374663586
leaf_count=21198 10017 69820 10762 1780 38442 11268 4019 1425 1211 3734 416 863 7825 2491 1062 3769 8361 39910 21582 2872 3049 7871 9657 3006 487 1307 18202 39 55400 86
internal_value=0 -0.032647 -0.0227668 0.0703937 -0.0281572 -0.0379006 0.024555 0.0625318 0.0201852 0.196554 0.105787 -0.0698773 0.11742 -0.145973 -0.104944 -0.0122743 0.0506624 -0.0314325 -0.062125 -0.0283755 0.0168314 -0.0118337 -0.00274496 -0.121728 0.0408961 0.194196 0.0103747 -0.426283 0.00722359 0.0452419
internal_count=361931 332372 262552 12542 250010 215630 34380 24667 19053 5614 4189 9713 9036 13759 8850 4831 29559 201871 88947 47499 25917 112924 105053 41448 22868 4179 18689 455 95396 39996
shrinkage=0.000980392


Tree=2836
num_leaves=31
num_cat=0
split_feature=871 56 651 1071 1145 346 1122 358 954 585 381 843 852 553 284 50 767 1398 982 558 929 1467 291 1319 991 1116 414 690 567 1335
split_gain=17.3176 20.0251 31.451 35.7509 26.4078 25.2737 21.8523 21.8043 21.2865 22.5205 22.6828 21.2837 21.2378 21.0406 26.979 20.2937 25.229 20.1277 23.5374 19.4982 19.4865 20.7063 19.4016 24.6268 19.7092 19.1977 19.0025 18.991 19.2171 18.7939
threshold=1.0000000180025095e-35 0.58160213896575708 0.58396494997324677 0.69084194168817237 1.0000000180025095e-35 0.15096888093124367 2.2988036194522414 0.98178070364387848 3.5442616861027205 0.59573659850611882 2.1979211646067411 2.1284334098236743 1.0000000180025095e-35 -0.30446272717539052 -0.64604717107791265 1.4829784501753427 0.81551821340532671 -0.41352958565951037 3.0854258727671673 -0.4534923702075247 1.4515737196029159 -0.082378346103261349 1.719202255384275 0.4886677863903916 1.0000000180025095e-35 -0.34246256296045435 -0.71507151445477579 -1.162370236475964 0.14482131777610993 -0.64995765929533245
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 12 15 13 7 20 9 -3 -11 17 19 14 -6 -1 -17 18 -7 -4 -5 -22 29 24 -24 -18 -27 -12 -29 -15
right_child=-2 2 3 6 5 11 -8 -9 -10 10 27 -13 -14 22 -16 16 25 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00021283448353225581 -0.0022480801728028753 0.001827869118218983 0.0036914936771096068 -0.01257060290102339 -0.0053003684281044371 -0.00299894306661841 0.028477837132208191 -0.032056831266571842 -0.018516758844189383 0.0048171015155857103 -0.01689997076040059 0.019825632402040744 0.0057270165723412106 -0.010257565586337931 0.0032101014736208274 0.006994777555213199 0.0062070326112798647 -0.0096380963971500616 0.046953396243426142 -0.0075743586599995574 0.043128251530107846 -0.020161759318619733 -0.015276251762386851 0.035313296375533404 0.014938855276714303 -0.029222319157685361 -0.0045272212433395027 -0.001749010296996545 0.023772798790335021 -0.0024667378234250383
leaf_count=132911 71831 37178 2897 2482 7811 10422 136 642 471 9173 177 417 4554 7090 20206 9607 1592 14169 113 4926 141 101 649 325 587 431 2020 413 1661 16798
internal_value=0 -0.000915062 0.0314423 -0.0514131 -0.0121217 -0.0490757 -0.240776 -0.275609 0.0581626 0.0627873 0.143579 -0.117213 0.00308638 -0.0208514 0.0227318 0.00530043 0.0814754 -0.127976 -0.0455747 -0.0677513 -0.195246 0.374916 -0.0728027 0.179505 0.01508 -0.057498 -0.172421 0.327942 0.381624 -0.0909414
internal_count=361931 290100 64952 15879 225148 78587 3502 3366 49073 48602 11424 25121 12377 53466 28017 146561 13650 24704 10535 7823 2724 242 25449 1561 1236 4043 2451 2251 2074 23888
shrinkage=0.05


Tree=2837
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1175 1127 1099 858 1429 838 288 632 820 361 284 706 1370 1224 145 1266 150 637 414 1040 1041 403 860 488 68 278 623
split_gain=16.9153 35.6981 28.033 21.7468 21.56 20.0073 19.6425 21.352 20.1852 19.6296 20.7184 20.1388 19.3964 19.3715 19.3266 19.2553 20.2038 19.2257 18.6229 18.6176 21.0771 20.9236 21.3118 33.8222 23.6571 22.5384 22.0866 27.7864 21.8266 20.2433
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.3196556121463385 1.0000000180025095e-35 1.4149514828101151 1.0825608069246189 1.13172262110474 3.799241536987588 -0.25705749870285982 -1.2395691072506938 2.6461010908889477 3.6914155242845745 -0.30990365117687185 0.89013374674462653 1.7737799021787686 1.0000000180025095e-35 0.2765491907421504 -1.0835298312780322 -0.21670947407920635 1.1924862052849872 0.39214788470034395 -0.37570262249497288 -0.50409786514111588 2.3437379334978323 2.6828441237214355 3.0596279700019235 0.69836631878832012 -0.12364262264556931 2.0106800032934848
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 -5 7 15 -9 -3 -11 12 -12 -1 18 -4 -17 -6 -13 29 21 22 24 -24 26 -25 27 -21 -28 -2
right_child=19 9 6 5 17 -7 -8 8 -10 10 11 14 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 25 -26 -27 28 -29 -30 -31
leaf_value=-0.0078759802971576833 -0.0011528263944086182 -0.0018298761060320423 -0.0038024335143213468 0.026430097383885378 -0.0011064908804706347 -0.06972573224509783 0.0019429616987954289 -0.013529937601839712 0.086463299237928226 -0.0085781896704830215 0.0017198532741331506 -0.069917151807213807 0.087764522057300356 0.017721313340573253 0.073888438523393551 -0.0083947963986646442 -0.033567715706296311 -0.030030349567040312 0.016548185737050913 -0.001126248816202037 -0.003246322242840743 0.0045844422371412313 0.008129164253119282 0.0007987285102290468 0.027639631709362584 -0.024529345955425792 -0.0032837005457785023 -0.01229417843700044 0.061534861430680647 0.0060001280206460617
leaf_count=484 101554 42936 51877 572 1038 33 5993 8986 36 3214 42317 43 32 976 68 2838 1469 386 808 16487 10590 25068 8931 25485 351 471 121 3564 109 5094
internal_value=0 -0.0267812 -0.0732893 0.105397 0.0283906 0.454564 -0.0885765 -0.104881 -0.258205 0.00150478 0.0320367 0.0429 0.0356945 0.199052 0.35719 -0.0882653 -0.296701 -0.162258 0.270657 0.00578153 0.0283293 0.0403399 0.0158973 0.0481859 -0.0425418 0.00754571 -0.0524278 -0.0610535 0.595184 -0.0155489
internal_count=361931 164106 74688 3489 2884 605 71199 65206 9022 89418 46482 43268 42349 1460 919 56184 4307 1424 851 197825 91177 80587 55519 34887 20632 25956 20281 20051 230 106648
shrinkage=0.05


Tree=2838
num_leaves=31
num_cat=0
split_feature=785 544 415 854 1158 678 77 11 1464 210 1177 428 848 1044 152 1038 728 771 928 858 727 583 768 470 296 789 485 914 767 340
split_gain=16.9062 16.6112 18.4671 17.0509 18.6046 19.0041 16.6993 19.4623 18.3452 17.8422 16.234 16.8774 16.1731 16.6517 16.6785 16.2185 16.0354 20.3366 21.1976 35.7632 28.4296 31.8185 33.7538 30.0736 29.8202 28.1139 27.1711 26.6608 28.1961 26.1105
threshold=-0.86283290253235112 1.0000000180025095e-35 4.2231708133436845 -0.87473648844905705 3.8671289613288442 2.2630177386489128 0.49738126894542339 -0.76253847666628227 -0.014205097036277146 0.40317079908208692 2.0904138045765541 -0.39932098508510344 0.69987024098096651 2.3822918314399266 -0.080158475040847693 -1.6518732292698945 1.0000000180025095e-35 1.4820751525130569 -0.52992354128753727 1.0825608069246189 -1.1275738623161491 -0.55326332990463356 1.7378873544855813 0.66595742291584703 0.97371724083046562 1.1248358748350926 1.265690647401063 2.4975337861131606 0.38454585285060172 1.3931997016493665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 12 -8 -10 -12 13 14 15 -9 17 18 19 25 21 22 26 -22 -25 -2 -20 -23 -29 -26
right_child=16 -3 -4 4 -6 -7 9 8 10 -11 11 -13 -14 -15 -16 -17 -18 -19 20 -21 23 27 -24 24 29 -27 -28 28 -30 -31
leaf_value=0.013261360484908658 0.0032498035676386881 -0.0020818265584485584 -0.053663999877897897 -0.0071893178538054384 -0.020569558634383076 -0.017229316265873089 0.0045854527147105775 0.08411051745761354 0.010515880825779504 0.018430213257474751 -0.076866667424403137 4.9728365822730272e-05 -0.013395119581467788 0.04632212821011391 0.0081171963761699634 -0.0045186255527304648 -0.0020466610794950212 -0.0071827864669936764 0.005594934823864927 -0.0052668238929616485 -0.0028608281143981322 -0.0012679768312211614 -0.013883513708901144 -7.9047677017376843e-05 0.01324396559535706 -0.0040035083849992966 0.020140095550529424 0.028621461352661901 -0.015501504841812683 -0.017326470479923511
leaf_count=2135 59304 8361 70 2249 407 523 3152 21 4221 1845 53 101 902 86 2468 2965 99935 5440 10187 7970 87710 25760 1059 21496 3217 7271 1611 715 247 450
internal_value=0 0.0425389 0.0744875 0.078081 0.0576685 0.0675241 0.0792233 0.0393984 0.0772082 0.188624 0.185522 -0.514261 0.0044921 0.0470963 0.031383 -0.0761835 -0.0124202 -0.00299071 0.000235027 0.0308413 -0.0155723 0.0369316 0.125158 -0.0343135 0.0273564 0.0484408 0.156682 -0.0105205 0.353021 0.206075
internal_count=361931 29559 21198 21128 18993 18586 18063 13066 10817 4997 4375 154 6442 5540 5454 2986 332372 232437 226997 74545 152452 39579 12857 112873 25163 66575 11798 26722 962 3667
shrinkage=0.05


Tree=2839
num_leaves=31
num_cat=0
split_feature=785 519 727 713 962 1010 934 382 831 689 959 954 967 1230 209 706 355 810 470 567 647 1356 941 797 692 1147 1055 1323 620 1457
split_gain=32.3942 25.2106 36.2918 35.8378 38.4994 35.328 33.8763 31.7705 30.7731 29.7495 31.3794 30.1418 30.2189 26.6555 26.3189 24.7617 25.3689 24.6196 24.5115 24.4724 35.2629 26.4603 43.7035 24.4364 23.5846 23.4274 25.4883 23.4199 30.2394 24.1923
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.3714217264408297 3.0713252103476614 1.0000000180025095e-35 1.0000000180025095e-35 2.0523937188146193 -1.1110989058077336 0.84086088814742543 0.98873640907070304 1.0416760712798214 2.3457019632811744 1.4237363317142799 0.85558832110916161 1.4218347872305723 1.0000000180025095e-35 0.66595742291584703 1.5068697496762773 -0.87782724458594241 2.8409731090507102 1.0000000180025095e-35 1.0000000180025095e-35 -0.91671528415897374 1.0000000180025095e-35 -0.69726048215905656 -0.2937925637027064 -1.130853321005749 0.3573591245240883
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 15 6 5 8 17 13 9 10 -5 12 19 14 24 -3 -17 18 27 21 -21 -11 -23 -12 -4 26 -8 28 -2 -29
right_child=1 2 7 4 -6 -7 25 -9 -10 11 23 -13 -14 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=5.1613832081521254e-05 0.00044426505510149526 -0.0001367569091750429 -0.00025457977945094612 8.399340932117451e-05 -0.00011622188409711743 0.00020070887744237496 0.00012042146283681571 6.8551092286378783e-06 9.799347178245171e-05 -6.8924294555990797e-05 1.5509022129068475e-05 7.3764295373123461e-06 -0.00016165011989526076 -0.00021276546460342535 -0.00022196463754832496 3.2114024869651861e-05 0.00067317170801866005 -1.0041850513451058e-05 -2.2300118615693931e-05 0.00042274784812480992 2.1242902518468674e-06 -0.0002071752772725322 0.00041634381421688419 -0.0002016515449293857 0.00032381978392684969 -0.00016705609775886842 -4.3030817451257421e-05 0.00034244788194801111 1.1541579683854439e-05 2.7982936346903883e-05
leaf_count=29559 912 6191 331 17933 45726 2832 5816 5700 7796 110741 6461 31647 18202 529 446 2965 291 10530 3398 960 6213 844 1159 4436 5065 6076 17910 4661 5140 1461
internal_value=0 -0.0230305 0.0459301 -0.0290975 -0.0417157 -0.0304419 0.0221833 0.117851 -0.0343177 -0.040328 0.0270167 -0.0524314 -0.0686813 0.217513 0.258023 -0.0576306 0.0938363 0.0814563 0.133849 -0.0557762 0.0708916 -0.0647784 0.174257 -0.0691963 0.297247 -0.0300739 -0.00135035 0.181846 0.0800857 0.274049
internal_count=361931 332372 21518 310854 254950 209224 55904 12071 206392 198596 28830 169766 138119 6371 5842 9447 3256 26102 15572 119917 7173 112744 2003 10897 5396 29802 23726 12174 6052 6122
shrinkage=0.000980392


Tree=2840
num_leaves=31
num_cat=0
split_feature=1371 46 484 1173 350 264 1467 350 1384 693 1097 871 1469 671 325 1454 1175 30 747 1245 641 816 120 1450 570 557 222 631 760 289
split_gain=16.549 17.9317 20.0488 24.6746 20.8621 20.4868 24.0893 20.2618 19.3261 21.3706 22.0309 19.3082 19.243 18.9784 27.1171 18.914 18.8888 22.1914 19.7793 35.8469 29.1718 21.4022 19.6139 21.732 20.4094 19.5836 22.9659 20.1387 19.8937 26.2734
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.18297013254727831 0.70911179752562925 -0.060567360623387134 -0.92193233685461917 4.0242090356330973 -0.58103992462196741 -0.80062824577616909 0.539693899374455 -0.64966988391888181 1.0000000180025095e-35 -1.3066623469784679 0.66766422009387627 2.5143816325083939 -1.0936914102283182 -1.3563116633744772 2.1036593115258833 2.2668746584208797 0.25751065146689073 -0.14120081896633907 6.0906794990390116 -0.69102417435740981 0.12162120705289066 -0.41971260417438189 2.4464875273948405 1.9372475784844572 -0.90471976346125038 -0.10395360026017735 1.3266054900639306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 5 12 13 7 -7 9 10 -9 -10 -5 -4 -15 -1 17 -17 25 20 22 -21 -20 -24 -25 28 27 -27 29 -18
right_child=-2 2 3 4 -6 6 -8 8 11 -11 -12 -13 -14 14 -16 16 18 -19 19 21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.041374706069211613 -0.0025940839452205638 -0.00028338127740657338 -0.0029847279796997479 0.045687285918649984 0.010653248170386723 -0.013200337397552914 0.032655736101751202 -0.018526297725515933 -0.0047263050001431599 0.020251234227714285 0.0074219835279088174 -0.016477876998022715 -0.0055226072795623825 0.010869206823508023 0.10794707365403398 -0.0063581069666865074 0.0027601111985289515 0.014823031389208891 -0.015925653988060309 -0.015987661964026657 0.012247555296080766 0.028098548871184251 0.0097947988392955796 0.014443155938996749 -0.036979711230964211 0.008314306332810625 0.023785773563086067 -0.010532930061541199 -0.00030370329675857892 -0.0029203566733471348
leaf_count=187 48317 77333 4407 84 3061 7385 182 1007 10843 796 1163 3434 3559 1281 36 9740 95556 708 1220 2752 1781 103 1202 131 287 872 280 4524 68443 11257
internal_value=0 -0.00145238 -0.0263977 -0.0764983 0.0645043 -0.107472 -0.13797 -0.145926 -0.100641 0.0801955 -0.0551504 -0.139662 -0.0735021 0.0375471 0.280028 0.0108403 0.0114163 -0.0928816 0.0160427 -0.0927645 0.0274656 -0.279179 -0.110487 0.0479944 -0.38714 0.0208924 -0.111599 -0.14774 0.0250115 0.0434003
internal_count=361931 313614 114571 37238 6704 30534 24810 24628 17243 2966 2170 14277 3643 5724 1317 199043 198856 10448 188408 7476 4621 2855 2840 1620 418 180932 5676 5396 175256 106813
shrinkage=0.05


Tree=2841
num_leaves=31
num_cat=0
split_feature=557 681 1017 56 188 1470 1431 810 751 996 264 587 945 705 508 623 74 969 924 1450 1370 419 76 263 1325 278 1319 143 556 753
split_gain=16.2593 20.5144 25.2242 20.1097 48.8496 26.0804 23.7134 25.6655 33.0102 35.7173 30.0509 26.2089 24.6055 23.9228 30.1336 23.1764 22.6067 22.2738 22.1783 23.05 23.2289 22.0544 21.7502 21.4734 20.8562 20.6941 22.6198 32.3203 30.1828 23.1552
threshold=-0.83646483202083599 3.5711739485310314 2.8640683234076323 1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 1.8641952677858011 -0.65819684525605759 1.3125698612407326 1.0565563832172893 1.0406688472030448 1.0000000180025095e-35 1.9181452473571214 1.1770390098335126 0.93928964529742032 2.1281762164190972 -0.63764194278100239 -0.2340775280593789 1.8999064755685127 -0.2957953744690755 0.70223084764880606 1.97848889424782 1.5839797590958831 1.6445160113075163 0.05895488121219488 -0.20780371193884792 -0.59286077787833136 -1.3648067980467833 -0.7091626815571942 -0.29671789949796229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 16 -5 7 8 9 12 13 -11 21 15 22 -9 -2 -16 19 24 -21 -7 23 -15 -12 26 27 -18 29 -28
right_child=1 2 -4 5 -6 6 -8 10 -10 11 18 -13 -14 14 17 -17 25 -19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.002153027428321898 -0.010078256603906625 -0.01281485250530786 0.15114095128055105 -0.017578005150561141 0.00071545455292579252 0.00081399429268139199 -0.0062705189134995122 0.00048608512452895218 0.0069682860143560595 -0.0010116889813693347 -0.004422370622559498 -0.015144582707741053 -0.011937693785376244 0.0082832189618816006 -0.028176264011214959 0.010616448900186544 0.050093651019129305 0.0042062448216764053 0.0225716800815196 0.01304954430463421 -0.0059998514944264933 -0.01006776168059159 -0.013458802948839943 0.025073369326468371 0.0078989978894121737 -0.00079877402055257899 0.00064414235429571614 -0.015713297327704556 -0.0073134209041117119 0.025300672977321387
leaf_count=65554 12309 3156 38 843 71468 34814 6878 77267 5645 2517 3338 3534 2219 5999 511 2784 202 526 890 4916 866 2312 549 999 2698 27811 2508 6629 11262 889
internal_value=0 8.4637e-05 -0.235255 0.00165781 -0.0216256 0.0173493 0.0194993 0.024505 -0.0140516 -0.0333237 0.0455702 -0.184631 -0.0095244 0.0298574 0.138708 0.0172969 -0.0829699 -0.213879 0.13916 0.114983 0.208307 0.00299979 0.185921 0.215858 0.024397 -0.0596835 -0.128879 -0.279459 -0.072169 0.139517
internal_count=361931 296377 3194 293183 133078 160105 159262 152384 51041 45396 101343 6051 39345 88635 8584 80051 61610 1037 12708 11818 5782 37126 7547 6998 6036 49301 21490 6831 14659 3397
shrinkage=0.05


Tree=2842
num_leaves=31
num_cat=0
split_feature=1430 1298 1469 1424 944 194 1470 816 21 747 1314 685 257 902 65 1462 651 747 1347 833 151 1129 974 1344 700 759 365 560 1456 1222
split_gain=16.1709 28.2721 25.6933 23.0841 29.5594 26.0987 29.987 22.7264 21.7303 24.6161 25.7001 25.6646 25.3126 24.0058 22.6926 24.0412 21.526 22.1111 21.2839 21.1945 21.7426 21.1509 28.9582 21.6339 21.4452 20.9623 24.5675 22.8818 23.3862 20.6528
threshold=0.54622893720785959 1.0000000180025095e-35 -1.0470123060412753 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.029128058039951239 5.4525537492333047 3.2696271451839771 0.98810451262880827 1.0216879851289526 0.58104764358843186 1.6190362871375259 1.0640259016967117 0.48381857508364595 2.4311348892447744 1.1107569744011787 0.98810451262880827 -0.83664790920148391 1.0946968518191798 -0.67201422261012367 1.0000000180025095e-35 1.5865550838271956 1.0000000180025095e-35 2.3055812956417041 1.7651560096009378 1.252139075762716 1.6590601587821199 1.0000000180025095e-35 1.2281653790456704
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 4 7 6 19 -4 9 11 -11 14 -12 -10 15 -5 17 25 -13 20 -6 22 23 24 -18 26 27 28 -2 -1
right_child=16 -3 3 8 5 -7 -8 -9 13 10 12 18 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025429612444124831 0.0030837647348352384 0.00019188922059717114 -0.010357340575656505 0.001961569104023965 -0.014341602272091218 0.00039311455762659628 -0.015871115427069139 0.034168095981511271 0.050155900728691021 -0.0044149773269125921 -0.02627870894489287 -0.022610792610293716 0.027665087678056557 -0.068225773726470415 -0.0043859818132157306 0.023833580392732548 0.01341068868839179 0.0066911761367689148 -0.0042689157168472784 -0.01675696075819225 0.0044145607465793709 -0.0078344361130426449 -0.016001000312201582 -0.00080320541427213957 0.095633775562281573 0.0091943136287254961 -0.0061864051977923865 -0.0058715636675050753 -0.0030931146456569529 -0.011452734947591126
leaf_count=17574 40152 152207 17575 25766 2021 14880 6608 108 136 6957 1361 1834 97 26 12501 610 1627 8191 7031 1811 5859 6225 971 2516 37 3577 6868 4935 9948 1922
internal_value=0 -0.0157827 -0.0455651 -0.0634325 -0.107317 -0.0582381 -0.148808 -0.196392 -0.0295219 -0.0328785 -0.149457 -0.00863783 -0.429708 0.710343 0.0160419 0.0515596 0.0197878 0.0336242 -0.152843 -0.0521163 0.0119464 -0.0697839 0.0349407 0.112347 0.307056 0.0189566 0.00927192 0.0241736 0.0386699 0.0292716
internal_count=361931 276884 124677 105181 48862 31179 16299 17683 56319 56157 8415 47742 1458 162 38877 26376 85047 73671 8865 9691 7880 11376 5151 4180 1664 65480 61903 55035 50100 19496
shrinkage=0.05


Tree=2843
num_leaves=31
num_cat=0
split_feature=785 1465 1452 1457 1450 359 1469 1449 925 1470 1313 1455 1467 269 224 1470 285 279 1250 893 1470 21 692 842 851 1437 1458 705 1463 410
split_gain=15.9848 16.1765 24.4105 20.642 21.3595 25.2382 18.5984 25.7534 19.5187 17.5747 16.7992 17.5633 17.642 16.5536 20.6946 17.1932 21.5032 16.9249 17.0121 16.3484 16.3421 28.8863 35.1054 23.1646 19.1977 18.1213 18.116 21.0829 18.2991 18.7734
threshold=-0.86283290253235112 -0.40523020188868136 0.32331123534916567 1.6518433132001198 -0.070412655075119956 -0.20045112352559671 -0.83850545498565088 0.4956696479356319 1.0000000180025095e-35 2.1185072687281465 0.95228888548882107 1.3837091346444212 0.83807691599381584 -1.2832447556410924 -1.2466156308339968 -1.1180593953756421 -0.65453634176634112 0.43160679557254722 -1.0904779098886848 -0.68189663169661496 0.40758165091932236 2.5131961773603657 -0.45195472670145104 -0.53071644238028337 0.68308976018130074 2.1262197100885429 -0.46589091170928792 0.11488528270229964 2.00503676632079 -0.68870711829782627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -5 -4 9 -9 -8 11 -1 -13 14 -3 16 -16 -17 -19 -12 21 24 -23 -22 26 -25 27 -15 -29 -30
right_child=-2 13 6 4 -6 -7 7 8 -10 -11 19 12 -14 20 15 17 -18 18 -20 -21 23 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=0.0038834731358754582 -0.00055452858583795008 0.033746760164721355 0.0024301697734405449 -0.054765695158918298 0.047391253477754608 0.038995165860783026 -0.026065158246032262 -0.017137751569227283 0.029072802112718149 0.069384709136828052 0.00075044727917543614 -0.027999025984918519 0.046990983983482913 0.0053155327012685653 -0.04778501729661374 -0.018170667444752747 0.040452391070940771 -0.047965568485983656 0.012358269212646938 -0.024154260602817914 -0.011342418639073889 -0.11195712920264585 -0.00968888189645703 0.0070956080045374431 -0.0049074896515890719 -0.031396138046592574 0.0067939271607419388 0.025253703059179223 -0.071835749394251483 0.04316447765751652
leaf_count=6861 332372 137 876 68 233 67 1396 223 256 21 653 358 41 1125 40 1354 139 73 435 609 1516 59 362 2974 1112 155 6215 2123 54 24
internal_value=0 0.0423963 -0.0210994 0.0337263 0.541028 -0.141667 -0.204278 -0.335632 0.124616 -0.487478 0.0119754 0.0522057 -0.398756 0.0837153 -0.0966363 -0.156519 0.447223 -0.225035 0.102627 -0.220812 0.108288 0.154012 -0.477115 -0.000436027 0.173791 0.104694 0.205253 0.335098 0.466679 -0.605252
internal_count=361931 29559 11662 8890 368 135 2772 1896 479 1417 8522 7260 399 17897 2178 2041 179 1862 508 1262 15719 11074 421 4645 10653 3129 9541 3326 2201 78
shrinkage=0.05


Tree=2844
num_leaves=31
num_cat=0
split_feature=1431 667 365 704 1053 513 575 6 260 564 707 359 1 340 938 96 1107 181 1331 1329 3 1430 772 344 1396 1435 1331 1036 1248 1048
split_gain=15.8399 19.6476 18.782 27.8157 22.1476 24.4463 23.8056 22.7711 17.8136 17.7903 17.7625 26.826 22.8634 18.8353 24.8945 21.3587 22.4573 18.5276 18.6362 22.3041 21.4832 18.3047 22.003 18.5075 18.0593 17.8107 17.31 17.3008 16.99 16.9366
threshold=1.0000000180025095e-35 2.8959165655566772 1.252139075762716 2.6853649509958566 -0.23080118433564284 1.0454229551509682 1.0000000180025095e-35 -0.83049095856941302 2.74126892728377 -0.073569217732030429 0.56659444998264619 0.35973396099523586 2.2817831961123223 3.0855295566081735 -0.57633625342910477 0.38709892202141111 -0.25870952511766604 1.0000000180025095e-35 3.745582407645466 2.2201945504045879 -0.51684685474395431 1.4660437873930479 -0.81592913328946925 0.15038098812490014 -0.5596515804374308 1.0000000180025095e-35 -0.040269479582302016 -0.86018788430461735 -1.5460328581735214 1.3954443482597982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 6 -6 8 -8 -4 -10 17 12 21 24 -15 16 -16 29 -19 20 -20 -12 23 -23 -13 -25 -17 -24 -7 -2
right_child=1 -3 3 -5 5 28 7 -9 9 -11 11 13 -14 14 15 26 -18 18 19 -21 -22 22 27 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00028247859986737616 0.0014752658059705135 -0.017343529806970095 -0.009073169876970091 0.046594890737959242 -0.014906130890738657 0.10618220560692948 -0.015508001558066762 0.010813543881631853 0.083195421073323422 -0.036235531595649663 -0.0011072943790861871 -0.017068222978585658 -0.025041403997540651 -0.055787274884729746 0.068701292656550214 0.1773108181480092 -0.028121276785105648 -0.0039718966325832184 0.076475635408985346 0.13549249631463253 -0.02621392437177289 0.068851207993826727 -0.028517741607472436 -0.04023862424377958 -0.0057688372639461078 0.05661911693607017 0.028627933662278768 0.011751717088440927 0.0034213027810443722 -0.0049144829496420841
leaf_count=222373 63841 2224 4261 144 6444 20 771 2881 51 32 19939 3191 794 58 79 25 99 19233 56 31 94 157 167 59 6871 40 26 913 861 6196
internal_value=0 -0.0268795 -0.0242177 -0.110124 -0.121779 -0.230087 -0.0314939 0.121633 -0.157352 0.932381 -0.0146607 -0.0665495 -0.0138726 -0.16848 0.51306 0.898954 0.42546 0.00196767 -0.0715891 0.774106 0.327814 0.000381674 0.254287 0.868488 -0.184715 0.104963 2.30771 0.116924 0.118871 0.0181238
internal_count=361931 139558 137334 15465 15321 7325 7996 3652 4344 83 121869 32418 22069 10349 287 229 178 89451 19414 181 150 21275 1336 256 10062 99 51 1080 881 70037
shrinkage=0.05


Tree=2845
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 921 727 647 590 346 1249 1040 759 712 834 578 1292 1367 1253 1122 979 698 913 498 85 859 356 1428 788 1323
split_gain=43.7635 32.2443 26.7494 30.3375 29.1858 29.1336 26.0688 25.0622 61.9628 24.034 25.3886 30.4519 24.3732 24.0136 21.7049 21.4718 21.207 32.8128 23.6284 23.4291 21.9947 21.6216 20.5636 20.3765 20.1925 20.1464 20.026 20.0231 20.7684 23.6096
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 -0.63779424894106762 2.0780443506202029 -0.87905496296652397 1.0000000180025095e-35 1.0000000180025095e-35 -0.13668248561254906 0.7617256943386016 0.46607438253159267 -0.3588160570939441 -1.0282579537198486 2.0574394106562477 -1.3274107148674466 -0.98545034728205338 -0.88459116152366701 1.0000000180025095e-35 0.38349571241217301 0.68754838340439639
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 9 -4 -7 8 -3 10 11 14 23 -1 -2 -15 17 18 -17 21 -20 -18 24 -13 -6 -8 -10 28 29 -24
right_child=1 7 5 -5 22 6 25 -9 26 -11 -12 12 -14 15 -16 16 19 -19 20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013312592975953723 -0.00036639640733012385 -7.5772207267503391e-05 1.9067611502328472e-06 -7.5206971782864415e-06 0.00019609290080183656 -0.00012927303507585109 0.0004799351215836608 -8.2439948866356474e-05 -0.00022687498397266657 -0.00021799867653369867 -0.00023361501089856602 -3.4963137183931001e-05 0.00080541377155069112 0.00023307626371406472 0.00093590924439022731 -0.00030796603102283633 7.6336402118384342e-06 8.4868474389979286e-05 -0.00014256000817605658 -0.00012967755217241006 0.00025405562803222583 0.00021986170287445576 -6.8417546246224813e-05 0.00032313779578934705 -0.0002081976632062267 0.00014989187746104594 0.00052482791197601701 -9.6386754708144878e-05 9.6966994560334106e-05 0.00010616577219216404
leaf_count=3225 2747 4821 34551 103001 733 1294 993 93730 198 14802 6707 15955 210 3439 95 2280 3028 6555 1918 1433 843 6838 15116 851 5248 5308 1186 11033 9390 4403
internal_value=0 -0.0326793 -0.0193576 -0.0313322 -0.0664066 0.0297761 0.147273 -0.0725952 0.0711119 -0.123944 -0.0796595 -0.0375769 -0.00204598 0.0549984 -0.322706 0.0750321 0.0518217 -0.0127476 -0.144101 0.117828 -0.0157768 0.1559 -0.0319609 -0.0131186 -0.160999 0.202012 0.44269 -0.0146608 0.0148076 -0.0263059
internal_count=361931 332372 232437 190291 87290 42146 7595 99935 6205 41367 26565 19858 17016 29559 2842 26334 22895 11596 5041 11299 2761 9866 45923 16806 5981 6301 1384 39942 28909 19519
shrinkage=0.000980392


Tree=2846
num_leaves=31
num_cat=0
split_feature=785 728 954 852 1080 692 497 498 1104 714 588 906 689 815 513 746 1241 1254 973 869 840 487 703 648 1246 407 1187 415 65 214
split_gain=25.9656 23.7448 22.0711 21.8455 30.9742 31.8977 22.113 30.0689 22.1818 21.2804 47.7032 35.5107 32.822 30.2747 26.1948 33.2504 26.441 26.0249 25.8949 25.8503 24.3387 23.9845 23.3884 26.6806 23.1085 22.6437 24.5629 22.5139 22.0385 24.0704
threshold=-0.86283290253235112 1.0000000180025095e-35 0.98873640907070304 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 0.63515767152532354 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 1.6638054002796892 1.0454229551509682 3.6288968102052546 -0.67919258870259713 0.19319070681832501 0.15330998462996751 -0.57653763495970078 1.593014926627095 0.5878215422352705 -1.341024582220359 1.8166789435549495 1.9516735866435488 -1.2965003005540392 1.5105553474803968 0.69479039716813173 0.48381857508364595 0.55626263474267279
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 9 6 -6 7 -5 -9 13 11 12 -11 18 25 -16 -17 -15 20 24 21 -2 27 -24 -14 26 -12 -20 -21 -30
right_child=1 2 -4 4 5 -7 -8 8 -10 10 14 -13 19 17 15 16 -18 -19 22 28 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=4.5430102505423499e-05 0.00012404637740044116 -6.5609820376886339e-05 7.7450342276651275e-05 -0.00032949184909302544 -0.0001291156681290641 0.00010124159746798421 5.1878629636841546e-05 8.3108057693339029e-05 0.0015204517141004553 7.6520798283004362e-05 -0.00033790649663759684 -9.81701348279927e-05 7.0205847088454729e-05 -0.0002955103867994053 0.0004345490882621709 -0.0016630717977639564 -1.5738720919115806e-06 9.5844144522445239e-05 -0.0002664091795583176 -3.3618997990981693e-05 -0.00012959625055451263 -3.5404887054049445e-05 3.7754825103010626e-05 -0.00036224838899551225 -0.00038622998505887093 0.00010366788979924653 0.00067487418628681497 0.00013422740923219278 -7.3420697725094943e-05 -0.00026836403520244192
leaf_count=29559 21361 93974 5961 2623 3371 21461 1899 198 53 13971 1140 46178 12339 2392 1548 55 142 1012 3965 49492 2564 6465 13031 946 626 5806 115 1229 12611 5844
internal_value=0 -0.0215371 -0.0560178 -0.0100822 0.0445995 0.0742403 -0.121589 -0.254732 0.429949 -0.0189353 -0.0329609 -0.0442923 -0.0203283 0.0201313 0.114349 0.340138 -0.445501 -0.17336 0.0353815 -0.038296 0.0742056 0.0934693 -0.0347506 0.0114504 0.051974 0.0575143 -0.230401 -0.184134 -0.0565352 -0.132389
internal_count=361931 332372 99935 232437 29605 24832 4773 2874 251 202832 149867 141061 94883 52965 8806 1745 197 3404 49561 80912 30390 27826 19171 13977 12965 7061 1255 5194 67947 18455
shrinkage=0.000980392


Tree=2847
num_leaves=31
num_cat=0
split_feature=51 1041 325 533 1450 705 567 621 209 1203 73 1389 1467 223 277 1317 915 1467 1042 1464 422 1237 1443 1146 1149 1259 352 1400 1113 1038
split_gain=15.9403 24.9771 21.8055 27.2765 23.245 22.5287 23.9104 21.7158 21.6546 21.5188 21.5853 25.5075 20.2206 19.9775 19.5899 19.0761 21.2855 19.7902 18.9934 18.8483 18.7443 18.6723 25.0571 18.6198 23.8151 25.1442 18.596 20.062 18.6008 24.9165
threshold=1.0000000180025095e-35 -1.16817972268513 1.0000000180025095e-35 1.0000000180025095e-35 0.94329148222322312 1.0999472070578602 1.7149604823276914 2.0382545190983063 -1.4721294242809317 1.0000000180025095e-35 1.5823485027036672 -1.137284853374015 1.320414052524735 0.4269971301168447 -1.3902388016741272 -0.62498689108474081 -0.64337572646041463 0.78139565053790361 -1.2535659320636066 1.7288330941478851 -0.72646383655631552 3.1448086484416251 -0.65766373710084702 1.4355254717878594 -0.45171589405301432 0.080158126775736652 1.9150171986514464 -0.82899140990994502 -0.5382987296706202 -0.52114214704386352
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 5 4 -4 26 8 9 -7 23 18 -12 15 -8 -10 17 -17 -6 -11 21 -2 22 -18 -5 -25 -26 27 -3 29 -28
right_child=1 2 3 7 12 6 13 -9 14 10 11 -13 -14 -15 -16 16 19 -19 -20 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.00027203453417943841 -0.015845503648946744 0.0048586630767568448 -0.0083284800533127441 -0.0051105278030423333 -0.020934119742381685 -0.031606787185319854 0.029510618040453393 0.016576506189349676 0.087806209648708972 -0.017455196945281991 0.060091777125528267 -0.023616235628081891 -0.018402180620860978 -0.0034423795706568375 0.003880511674430721 0.043166026546581263 -0.025819710048964384 0.047826964227985776 0.005513433639582419 0.046656673954420969 -0.0039180229848913206 0.12947743221537314 0.015145638982597251 -0.0086730178073288391 0.0051549756720886339 0.05243692522538615 -0.034587057140318685 -0.0010529271028624592 -0.021694573380330914 0.017976966692404377
leaf_count=223819 4475 9207 20806 15531 580 319 771 966 32 517 52 743 525 310 7984 363 402 71 8534 176 7909 30 662 525 340 240 218 53878 1465 481
internal_value=0 -0.0271967 -0.0182216 -0.0592576 -0.132783 0.00655267 0.108684 -0.013312 0.0659559 -0.0259848 0.0569414 -0.341853 0.0887818 0.409618 0.0850059 0.196516 0.335321 -0.216868 0.0855314 0.173344 -0.14797 0.043092 -0.00200871 -0.0801246 0.210604 0.51347 -0.00994059 -0.00321788 -0.250167 0.0728102
internal_count=361931 138112 125728 51063 23615 74665 9416 27448 8335 26482 9846 795 2809 1081 8016 2284 1633 651 9051 1270 12384 1094 1064 16636 1105 580 65249 63085 2164 699
shrinkage=0.05


Tree=2848
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 954 1022 146 48 1470 1288 968 283 746 730 783 934 514 603 660 8 639 345 907 878 498 1249 1044 497 712
split_gain=33.5801 26.3151 23.0164 29.4592 24.508 22.0744 21.9322 23.6346 22.425 21.2444 20.9103 22.9828 21.4497 20.2698 20.2671 32.0356 30.218 25.3477 24.5911 25.8346 21.5936 20.7233 20.3425 20.2628 20.1994 22.0927 20.7596 21.4335 20.0023 19.9449
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 0.98873640907070304 1.0000000180025095e-35 2.7503861831498626 1.8372674881307383 0.78209301887286675 1.3901882842073681 -0.23957137006885484 -1.6929952809944913 0.66766320980544069 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.11942102837874842 0.46293354690950167 0.49932493644430648 1.0000000180025095e-35 1.9385201012130144 0.24795454135768219 1.1794127114999575 2.5623266075722904 -0.63779424894106762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 6 14 -5 -3 7 8 10 -7 13 12 -12 24 15 17 18 -4 19 -16 -21 22 23 -18 25 26 27 -2 -17 -1
right_child=1 5 3 4 -6 9 -8 -9 -10 -11 11 -13 -14 -15 16 28 21 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011935323458669346 -3.7890211427875836e-05 -6.9947662606525312e-05 4.0043150330818041e-05 -0.00011717998811486093 0.00020104402724898046 0.00014499979693535146 -3.1386572046580691e-06 0.00031000335571419307 -0.00023004787490812063 -0.00017951586631213479 0.001156158572789579 -4.8113848996297044e-05 -0.00035103229633322546 0.00020146137153957783 0.00016407871746519783 -8.8602171737791878e-05 -0.0001768037092472954 0.00040045280920313888 -5.5849800563138837e-06 -0.00046291569434591811 0.00062547936372059658 -0.00032855401438563737 0.00034677922974186596 0.00036538629504273383 -1.1973124760900579e-05 0.00015136575699355344 -0.00021333389737188772 -0.00031433587892580221 0.00040949038189124647 6.982667297374557e-05
leaf_count=3225 17793 93974 6880 1294 6301 4512 103001 802 4616 1449 54 4153 4691 1417 2134 17354 1651 1041 1982 101 996 1064 644 373 37721 1912 11558 2573 331 26334
internal_value=0 -0.0242346 -0.0121825 0.0334888 0.151906 -0.060467 -0.0233269 -0.0533063 -0.057687 0.0744205 -0.048905 -0.17707 -0.331188 -0.0370374 0.00544217 -0.026621 0.0935831 0.0891552 0.197559 0.304091 0.557663 -0.058344 0.0379875 -0.073761 -0.0436798 -0.0960939 -0.115291 -0.0677412 -0.0792406 0.0528882
internal_count=361931 332372 232437 42146 7595 99935 190291 87290 86488 5961 81872 8898 4745 72974 34551 25606 8945 7921 5213 3231 1097 3732 2668 2024 71557 33836 31924 20366 17685 29559
shrinkage=0.000980392


Tree=2849
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 954 1022 146 48 1470 830 727 1441 1151 1002 494 547 1367 1361 565 1253 78 1049 209 785 513 688 350 306 641
split_gain=34.3621 26.5012 24.4924 26.6121 23.8339 22.3793 21.45 23.3573 21.2122 20.9871 20.2584 20.1856 20.0796 20.1611 19.899 19.5356 19.2922 20.9743 19.2617 22.4528 19.8349 19.223 19.4747 19.2209 19.0062 21.1028 19.5423 18.9527 23.481 21.5576
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 0.98873640907070304 1.0000000180025095e-35 2.7503861831498626 1.8372674881307383 0.78209301887286675 1.6405209124780595 1.0000000180025095e-35 1.7193014468115779 3.3566824307941974 0.69854289147193727 0.9338414958155935 1.4078093546699517 1.0000000180025095e-35 1.0000000180025095e-35 -0.76523648502037778 -0.13668248561254906 0.42251168266331773 -0.35599766648946024 0.23696906566319156 2.9970139449733542 1.0454229551509682 3.4596073120309021 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 6 27 -5 -3 7 8 12 -7 14 -1 -2 -14 15 -6 17 18 20 21 -13 -20 -23 -16 -8 26 -26 28 -4 -30
right_child=1 5 3 4 10 9 24 -9 -10 -11 -12 16 13 -15 23 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-7.6832976925341213e-05 -0.00010593695447464636 -0.00013685089329343539 -0.00022562556154390049 -0.00018294305343595331 0.0001954886224905027 7.6664104751568568e-05 -7.7289976705419394e-05 0.00023843003361698016 -0.00028971999477112606 -0.00024198115921286566 0.00042310632114384678 -0.00032694819044494679 -0.00029139635793760184 0.00056529347198271259 -0.00051049939331283822 -0.00018149117264904395 -0.00024063641141971418 0.00012905888404137112 -6.9417436700111148e-05 0.00016022929534567285 -4.2314610205712429e-06 -7.0507401752610842e-05 -0.0016593081989262808 9.8940810538082776e-05 -3.2203145139806623e-05 0.00034364693179271023 0.0012588171723856981 -2.7358934921207913e-05 0.0001085668807187667 -0.00020508680958272111
leaf_count=12551 76185 93974 6553 1294 3760 4512 98491 802 4616 1449 971 1447 5561 126 439 704 1040 9109 376 3024 1865 59 88 427 3595 876 39 23865 2409 1724
internal_value=0 -0.0931531 -0.0810922 -0.0341901 0.0787175 -0.128873 -0.0924478 -0.121689 -0.125969 0.00563564 0.131771 -0.0148547 -0.117505 -0.268456 0.0838821 0.140434 0.0366802 0.0567654 -0.0313729 0.0868351 -0.142994 -0.326599 -1.0047 -0.205319 -0.0726341 0.0662353 -0.0124473 -0.0604849 -0.1405 -0.0159791
internal_count=361931 332372 232437 42146 7595 99935 190291 87290 86488 5961 6301 29559 81872 5687 5330 4464 17008 15968 6859 3547 3312 523 147 866 103001 4510 3634 34551 10686 4133
shrinkage=0.000980392


Tree=2850
num_leaves=31
num_cat=0
split_feature=545 959 795 705 470 1094 854 797 613 1469 402 1361 257 832 189 791 942 803 831 1193 678 1462 1450 401 1103 1469 338 1459 427 633
split_gain=35.108 35.4179 37.1076 40.7985 31.8884 30.9882 28.2679 97.2313 29.253 29.4519 28.6316 27.9401 27.3169 35.7887 26.2239 25.7687 27.7899 26.5352 25.052 24.8421 24.5543 30.4646 31.7986 26.1538 24.4378 23.9315 23.9115 23.3251 23.2691 28.1282
threshold=-1.0372938969678034 -1.2907225086880219 -0.29258408639884992 0.28191752204954684 0.66595742291584703 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 -0.65753724463548624 -0.92710518500779682 1.0000000180025095e-35 1.0000000180025095e-35 -0.07211987328566348 1.0062439196653703 1.0000000180025095e-35 2.231519495564001 1.9682860324222273 0.71922820897945428 3.9657376926148591 0.98573251906422088 0.60855133363586655 -0.34557539116087493 1.0000000180025095e-35 -0.31554858051480039 0.23550153252728254 1.1535069771672011 -0.39129142570638659 -0.51777360960278751 2.6267512487368179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 25 12 -2 7 -4 10 14 -8 -7 -5 18 19 16 17 20 -14 24 -12 22 -22 -24 -10 -3 -17 -25 -27 -30
right_child=1 2 6 4 -6 11 8 -9 9 -11 15 -13 13 -15 -16 26 -18 -19 -20 -21 21 -23 23 27 -26 28 -28 -29 29 -31
leaf_value=-6.5560950644454895e-05 1.1004973571013765e-05 1.7310419299935761e-05 -9.3285712873455821e-05 -1.450194905196827e-05 0.00016673848251585579 -0.00026372003227774759 -0.00023056789434702836 0.00030344313611982741 0.0002358179740661965 -3.3102952674581776e-05 -0.00011891616501895585 -7.9232910105357318e-05 0.00010120376971432372 -2.0837848749747981e-05 -0.00025078144052643553 9.6990017453299688e-05 0.00011712208264050918 0.00012717955913846344 0.00030075364296065256 0.00096995736745812894 -8.5540972820692516e-05 -0.0002080787168434733 -4.4086077738307963e-05 3.0542638123575309e-05 2.9520582551169876e-05 -0.00021581355457392262 -0.00038393107787328617 0.00032921641316804975 -1.9376901562188364e-05 -0.00069118888054246156
leaf_count=94059 13044 33966 6833 22772 11077 10243 5525 4349 4377 22898 39559 14263 9479 7767 1032 6980 3187 2516 3756 130 7427 3273 3716 1734 6090 5208 555 2362 13426 328
internal_value=0 -0.0106258 -0.00154089 0.0284008 0.0696653 -0.0845753 -0.0279372 0.0743121 -0.0390166 0.0151882 -0.0629881 -0.140654 0.0419734 0.0955057 0.10234 -0.052336 -0.0670627 -0.0784513 0.161758 0.13183 -0.0887898 -0.0244771 0.016667 0.111266 0.119202 -0.0165444 0.0666943 0.210129 -0.082999 -0.0355705
internal_count=361931 267872 230322 107779 54851 37550 122543 11182 111361 34527 76834 24506 43774 21002 11629 71309 63774 60587 13235 10597 58071 18512 15239 7812 10467 52928 7535 4096 18962 13754
shrinkage=0.000980392


Tree=2851
num_leaves=31
num_cat=0
split_feature=129 697 61 290 1046 1320 625 909 866 923 483 1043 655 492 338 141 964 986 830 498 563 1243 828 768 760 414 355 706 1043 839
split_gain=16.1678 18.4719 21.8523 20.0721 19.4726 29.0553 24.8685 21.2326 52.8318 61.691 27.3657 23.8376 22.5602 29.4568 22.6225 20.8892 20.6688 23.2681 21.0925 20.5176 20.0144 22.5859 19.6878 19.5514 19.5132 19.4713 19.0074 18.8403 20.6406 18.81
threshold=1.0000000180025095e-35 1.5860295084849245 1.0000000180025095e-35 -0.48574016593248898 -1.56246364468913 -1.1578981587949038 0.81036437474943412 1.0177766212561699 0.5880156106821478 -0.86449023226567734 2.818952298759688 0.29923284166923186 -0.95426889869109321 0.25848890342200087 1.1535069771672011 0.92855547148147421 0.29053103139419062 -0.98524989693618614 0.51653305516722414 2.5426301931846376 1.032953416321347 -0.016360230402524566 1.2628967745939139 0.94694317589393129 -0.10395360026017735 2.0138328632608737 1.6995015200981538 1.7883148132667117 -1.5295734105632757 -0.59078414451926153
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 27 -4 5 6 16 12 24 11 22 29 13 14 23 -15 17 18 -1 -14 21 -13 -11 -6 -9 -7 -17 -3 -29 -10
right_child=-2 2 3 -5 7 25 -8 8 9 10 -12 20 19 15 -16 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.038419489555486533 -0.0026114404392342874 -0.0018304976610107417 -0.0010150692058778121 -0.015413206201017297 0.0037571325820178582 -0.0082999497767187024 -0.021300849218764913 -0.0021225643603761937 -0.031255043396783561 -0.0012079436798435829 0.092608502744551346 0.037669735404763052 0.00086862855437672571 -0.020983125310137275 -0.028290877048206261 0.001128825258947534 0.055618071921001634 0.0011603707746565561 -0.027310175985484072 0.012850587515110574 -0.0094234007835290838 0.007326147121021212 -0.022394054606592644 -0.01506101450854406 -0.0078350760450052546 0.014869284976373976 0.10237909884072208 0.10753426296441436 0.015664766646853834 0.010529033568440184
leaf_count=420 48087 13943 2873 4133 5445 12294 519 21537 147 4517 32 951 221119 2771 499 483 121 1784 82 1756 168 380 664 1097 12466 667 28 39 390 2519
internal_value=0 -0.00216626 -0.0737082 -0.196288 0.00224497 -0.0866332 0.133833 0.00621891 -0.03945 0.105171 -0.0617389 0.294802 0.0150289 -0.101704 -0.0172616 -0.320292 0.226966 0.169879 0.582838 0.0193975 0.502221 0.586278 -0.0755317 0.0185631 -0.0822565 -0.142486 0.152412 -0.0212669 0.494487 0.168848
internal_count=361931 313844 21378 7006 292466 15887 2926 276579 43381 9378 5213 4165 233198 10323 7041 3282 2407 2286 502 222875 1499 1331 5181 6542 34003 12961 511 14372 429 2666
shrinkage=0.05


Tree=2852
num_leaves=31
num_cat=0
split_feature=815 1154 774 512 561 789 858 192 125 927 846 678 1464 1246 979 393 691 1040 143 759 981 1109 1162 568 1006 726 205 932 592 1092
split_gain=15.8934 39.1047 21.4784 21.0648 23.9187 20.7059 24.4441 22.6677 22.3307 27.3015 27.025 21.7613 21.4417 23.0378 20.9146 20.4494 19.897 21.3935 20.1924 22.2284 23.1057 19.7165 22.8429 26.5386 23.159 20.2727 27.7221 20.46 19.9329 19.7078
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3334097757711572 1.0000000180025095e-35 1.8547906298300847 1.1248358748350926 2.1406758129868066 1.0000000180025095e-35 1.5320262332576917 1.0483613175537825 -0.48273133918595618 1.6243751288565669 0.52959676170338621 0.47469727133934242 1.3504707218678482 1.9306075413196593 1.3646638523427097 1.5049965467184785 0.28333080422159324 -2.0230267322136704 -1.2733080159076222 -1.3366076229747752 1.3895041342274035 0.50993371231710805 -0.59023500554186525 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2072823260557821 1.0127093791323547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 21 -5 6 8 14 10 -10 12 -9 13 -2 -7 16 -3 18 -18 -20 -21 -4 25 24 28 26 27 -23 -24 -12
right_child=5 15 3 4 -6 7 -8 11 9 -11 29 -13 -14 -15 -16 -17 17 -19 19 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.012913553284498997 0.0031256260015960014 0.0011767861635895343 -0.01879983931794231 -0.0051364949257287525 -0.023113337280450733 -0.0032908253709576889 -0.005110583730194079 0.00091047916014684127 0.0062349499730652352 -0.0051226439549595685 -0.0012982637057097424 0.022183431740958673 0.0075357932404544045 -0.0034306071196475601 -0.015936927005467252 -0.0081387414125093649 -0.0070089649557320294 -0.02549854417056073 0.13110903952450523 -0.032289116085581743 0.0076508828447238181 0.0080218995373710043 0.016886615949808181 -0.024614241732925229 -0.0085106109310302217 -0.0012565121650108728 0.020162277573147352 -0.010205527443213906 0.14117617474642327 0.0033154005676724789
leaf_count=6791 27590 75521 1502 29343 2336 20720 8201 6652 15702 2764 76996 497 8777 9610 2052 4408 6238 723 21 286 2457 2615 520 1777 2527 30549 1321 1597 20 11818
internal_value=0 -0.0256904 -0.0731287 -0.0622212 -0.121368 0.00584035 0.0156256 -0.049344 0.0219946 0.0904313 0.0114347 0.0544828 0.0553406 0.0309061 -0.0871472 0.00437648 0.011667 -0.0925925 -0.0614023 0.106229 0.0881559 -0.026763 -0.0177724 -0.204937 -0.0482171 0.00216376 0.136414 0.0252704 0.449604 -0.011559
internal_count=361931 170552 80898 74107 31679 191379 161458 29921 153257 18466 134791 7149 45977 37200 22772 89654 85246 9725 9002 2764 2743 42428 40926 4844 3067 36082 5533 4212 540 88814
shrinkage=0.05


Tree=2853
num_leaves=31
num_cat=0
split_feature=785 728 21 1122 828 1458 1449 333 147 276 632 1177 691 970 844 518 833 10 208 491 913 6 764 348 540 630 1380 83 1177 21
split_gain=15.9079 16.2717 17.7587 21.3357 20.9393 22.975 23.4741 21.1672 22.6714 19.8904 18.5917 20.5183 18.3888 16.5414 17.6979 16.3637 21.1522 18.3714 18.5923 17.8636 18.1543 19.7029 17.7149 16.6742 18.1211 17.3532 16.6925 16.7096 16.5375 16.2146
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 0.79579885031402708 1.3132570965152812 -0.82108684835595114 0.90974908063288995 1.6828651434218436 -0.47128145486788897 -0.25444693495148846 -1.1226924480788913 2.6605302561394431 -0.77014787750085223 1.1936661863782143 1.0585402041752927 -0.59078278517417326 0.94632843508798759 2.2819519765743874 2.0281345528622965 1.4623208275739652 0.041976754976336121 -0.39225986502792171 -0.9005377760744292 -0.051387236919021216 -0.93049901949950853 0.15133241756438312 -0.84364424684218553 -0.9689195159835986 0.1558186456064829 -0.70163543588998201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 -4 15 -8 -9 -6 12 13 -3 -12 -15 17 23 18 -7 22 -21 -22 -18 24 25 -17 -25 -28 -29 -2
right_child=29 2 4 -5 9 6 7 8 -10 -11 11 -13 -14 14 -16 16 19 -19 -20 20 21 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=-0.005551284189558049 0.00082650571992769943 0.012487399633344526 0.017395606737695808 -0.010302226109006836 0.010840936375819911 0.013419607796309 0.023372844730006045 -0.092624786302130169 0.018758945071333712 -0.012206747829333923 0.0061703008263153496 -0.031680926066377235 -0.020538496576534775 -0.015807473184925671 0.03170774242655075 -0.057780914070196976 -0.10865725351352018 -0.054671701118930043 -0.035473572285129235 -0.12893866562971681 0.047269381318629809 -0.10284977025074873 -0.0076555709467353052 -0.014269303185262074 -0.00028789290055952559 0.003736868654023891 -0.024201045464323133 0.0088569950403069829 0.029790438554163093 -0.0010753296856193012
leaf_count=3396 91008 247 2119 2064 624 2438 1146 47 50 1442 7007 188 773 755 98 125 25 51 90 38 27 21 1059 340 2643 82 146 1925 593 241364
internal_value=0 0.0414339 0.0587618 -0.00605166 0.108303 0.1409 0.0998627 0.386599 -0.646278 -0.0966229 0.038473 0.0728908 -0.237165 0.0895605 -0.197585 0.0635913 0.00695896 0.207805 0.232796 -0.264919 -1.3081 -0.37789 -0.193175 0.0610377 -0.0564662 -0.650189 0.179294 0.239358 0.282974 -0.0119495
internal_count=361931 29559 26163 11132 15031 12965 10846 1243 97 2066 9068 8048 1020 7860 853 9603 7024 2579 2528 1170 86 48 1084 5854 2850 207 3004 2664 2518 332372
shrinkage=0.05


Tree=2854
num_leaves=31
num_cat=0
split_feature=21 1462 1423 1426 83 1122 1447 21 546 1425 885 1449 1430 200 878 656 838 1463 1464 294 547 693 1258 1076 972 147 1167 425 283 637
split_gain=15.6906 21.6843 16.675 18.9597 23.6844 24.7076 23.7533 22.9734 25.0432 29.0921 36.1814 27.3579 23.9512 23.2854 22.7379 31.3919 22.5141 22.4237 22.211 22.017 26.6794 21.6843 21.645 26.5227 21.6266 21.5113 23.7812 21.4133 21.2429 21.1546
threshold=-2.9709283393608152 0.64216061943476632 1.0000000180025095e-35 1.0000000180025095e-35 2.1827992373410878 0.4323518532428216 -0.24955227496289575 -0.13431221002227373 1.744313117614791 -0.49854827941355384 2.2685560401286238 2.6019541624284721 3.305673487763424 -0.36829310061983322 1.6473864309851525 1.0000000180025095e-35 -0.84650980982357515 -0.043407658172389896 -0.43279898335635575 0.36828056311239343 2.2607263609058417 1.3037734119811204 -0.43795170207894929 1.0000000180025095e-35 -1.1773243404881277 0.10996281484209464 -0.66057125917176163 0.14677717514316446 -1.2993691927032869 2.2759883239941403
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -5 19 9 -9 14 12 24 -12 16 28 -11 27 -15 20 -2 -14 29 -24 -10 26 -21 -13 -16 -7
right_child=2 -3 -4 4 -6 22 -8 8 11 10 13 17 21 18 15 -17 -18 -19 -20 25 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.030366936418735963 0.0038104497894318455 0.022693853533027719 -0.002095925973020045 -0.002029052974855867 0.0069732014707194288 -0.0014883742062308651 0.0026653560512790294 -0.0024155936310221822 -0.032930823422389989 0.0076615863548507388 0.018474099686899084 -0.028800314903148234 0.065354123023293728 -0.029047283193148712 0.060775000348703881 -0.011809836443093415 0.0017765077868687554 0.050737577524492476 -0.0066015152706254401 -0.005155053731821087 -0.0056574132183125105 -0.026739262482784222 -0.0042985485189394193 -0.015369483767506149 -0.0070341098297560306 -0.0062270028287975069 0.0058394880252122684 0.047928851015363538 0.0034735925152037071 0.032326060280131318
leaf_count=147 54933 659 74677 57600 3926 8542 18501 36502 577 9220 243 132 91 877 69 2897 39384 140 1382 4538 5273 48 9334 6302 8723 8168 6989 60 1738 259
internal_value=0 0.305807 -0.00736406 -2.4037e-06 -0.0265373 -0.0344761 -0.0144887 0.0132198 -0.00839711 0.00200871 0.0322974 -0.124077 -0.151611 -0.221715 0.0442516 -0.0951994 0.0585798 0.454613 -0.29526 0.0426858 0.0633693 0.735657 -0.106548 -0.164285 -0.168081 -0.0270576 0.0361518 -0.0587273 0.11478 -0.00587777
internal_count=361931 806 361125 286448 104464 100538 76101 181984 102083 92312 55810 9771 9439 2502 53308 4704 48604 332 2259 79901 60206 139 24437 15636 9300 19695 11527 192 1807 8801
shrinkage=0.05


Tree=2855
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 727 382 126 650 1022 140 566 1230 209 395 648 834 769 1452 1470 1459 759 554 1249 706 355 646 785 858
split_gain=39.1903 28.7439 42.4164 41.6818 38.3819 62.1259 36.8613 30.6264 29.8946 29.6076 28.8398 27.7309 26.2754 26.0774 26.3808 25.9402 27.2035 26.058 28.0178 25.6026 46.7078 30.7381 27.5696 25.3885 25.3705 24.5843 25.0635 23.7272 24.3523 23.6969
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6923072129381651 2.6552641023399333 -0.38614692990375338 2.1710320005650359 2.3457019632811744 1.4237363317142799 1.0000000180025095e-35 1.8166789435549495 -0.55738587327289035 0.53390540777970152 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623 1.8362446977621718 0.85558832110916161 1.4218347872305723 0.99988622835687535 0.58460966528228819 1.0825608069246189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 8 -6 25 13 10 19 15 -12 -5 14 -8 -4 17 -17 -19 27 22 -22 23 -21 -11 -3 -27 28 -2 -7
right_child=1 6 3 12 5 29 7 -9 -10 24 11 -13 -14 -15 -16 16 -18 18 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=5.5071314871058821e-05 -1.8410277795989342e-05 -0.00013657041031088016 -0.00013596308664836084 -0.00010280176234924387 -7.9649643250940241e-06 0.00030743154804617571 0.00029039097405716974 1.0054813490212324e-05 -6.5023602299114433e-06 0.00019656190737440428 0.00071957555215532718 1.3931924227852163e-05 0.00011183892066696511 -0.00020858766200725572 -0.00022379312446460335 2.8343008418333277e-05 0.00014356291942083706 -0.00014153073439914494 4.9192654521964423e-06 -7.7479487641109182e-05 0.00058221770794971025 -2.6012627549392857e-05 0.00022057080558804973 0.00035024944230683646 -0.00042706178103677102 3.1677426611082257e-05 0.00066792253172335062 7.8260714090070847e-05 -0.00016277780140120895 -0.00014389757516372866
leaf_count=29559 24524 6191 33669 82453 18652 4493 5396 5700 62084 5803 372 658 2811 529 446 11381 3063 21941 9528 6762 1277 531 2508 622 422 2965 291 8207 8527 566
internal_value=0 -0.0270733 -0.0335378 -0.0477836 -0.0277559 0.0544522 0.0465318 0.119003 -0.0428902 0.02008 -0.0745371 0.275467 -0.0952192 0.216874 0.256951 -0.0804603 -0.0478908 -0.0638489 -0.0985022 0.00272179 0.0920097 0.411774 0.0325084 -0.0366968 0.166403 -0.0577564 0.0930104 -0.0247945 -0.053265 0.261443
internal_count=361931 332372 310854 251671 166407 23711 21518 12071 142696 59183 80612 1030 85264 6371 5842 79582 45913 42850 31469 52958 11700 1808 9892 7384 6225 9447 3256 41258 33051 5059
shrinkage=0.000980392


Tree=2856
num_leaves=31
num_cat=0
split_feature=728 659 1020 706 351 974 1108 1327 1112 1088 1187 1470 426 10 294 1038 1124 153 840 797 771 227 710 70 422 834 1046 227 632 486
split_gain=15.5831 18.5341 18.0803 18.3634 23.1072 21.5266 20.3479 18.38 18.2035 17.8685 17.7679 17.8971 17.4488 18.1918 21.3497 29.0349 17.6068 17.4166 19.0715 57.2268 23.2372 23.7035 19.7886 20.5203 20.4703 20.4001 21.8151 31.5334 21.9905 19.5886
threshold=1.0000000180025095e-35 0.62821384419828064 1.0000000180025095e-35 2.0258146145105322 -0.55498813297827565 0.19418507987924014 0.30918818517236873 -0.48076073660700763 -1.3660937819942669 4.1450705102633751 2.9233416704799109 1.7242847761454678 2.6217642627576114 3.3192117763611617 -0.29951408096862259 0.024174970625427967 -0.75321615304017941 1.6577591674559264 2.2007510576511109 0.63961785378869596 1.8821439160418587 -1.2502475632522889 1.5115140669602134 2.2541301395650764 -0.39468938633083067 -0.82687347511458997 -1.4186728844878853 0.28787649101235563 -0.75474740994543976 -0.41488840667875287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 10 -5 6 8 -8 -6 -2 11 17 13 -3 -15 -16 -17 18 22 20 21 -20 23 -4 -24 -25 27 -27 -28 -21
right_child=2 12 3 4 5 -7 7 -9 -10 -11 -12 -13 -14 14 15 16 -18 -19 19 29 -22 -23 24 25 -26 26 28 -29 -30 -31
leaf_value=0.00055220519939714187 -0.0035817911882668769 -0.0021529875355255908 -0.0021988898265239026 -0.0046866761558155843 -0.025998114051425766 -0.005619454777821521 0.022197340688619852 -0.025661638228312911 0.02517019947301527 -0.056728734665638297 -0.026427293289862125 -0.0090422215818299258 -0.018055655467588937 0.027972019477210841 -0.033999419234790947 -0.044164662483833217 0.039851497951543614 0.0080439649349274712 0.10290240169697036 0.004188890789200081 0.021106052214349684 -0.0065923956610617097 -0.018404451946956207 -0.027971440049171195 0.060859106969809333 0.032638031020036921 -0.030727471977169921 0.19218849075644398 0.022100017181622234 0.041364846565843126
leaf_count=211817 47392 39189 43503 1835 109 727 200 323 1750 137 378 3790 938 473 241 42 141 3159 36 260 434 2853 95 239 126 78 221 29 863 553
internal_value=0 0.00255395 -0.0326766 -0.00694459 0.131564 0.248538 0.351877 -0.0993308 0.452385 -0.0742431 -0.019643 -0.0159923 -0.0421801 -0.0351519 0.266885 -0.108651 0.488553 -0.00455935 -0.0164148 0.134479 -0.0182511 -0.109125 -0.0316682 -0.035272 0.698009 0.279493 0.400149 1.533 0.290859 0.627032
internal_count=361931 252841 109090 61561 4944 3109 2382 523 1859 47529 56617 56239 41024 40086 897 424 183 52449 49290 4136 3323 2889 45154 44933 221 1430 1191 107 1084 813
shrinkage=0.05


Tree=2857
num_leaves=31
num_cat=0
split_feature=50 194 68 1381 901 566 1362 1371 1315 1469 775 1450 1470 1450 325 705 212 441 499 146 689 343 777 567 558 394 1177 694 1174 760
split_gain=15.6435 28.2873 17.5511 22.1885 19.6603 21.044 19.4344 21.8321 26.2688 21.2121 28.0325 23.1206 24.717 22.0929 21.9395 21.1394 21.0423 20.8849 20.4129 19.9523 19.9306 24.0285 19.8677 19.7913 20.3071 23.3089 19.3288 19.0313 21.7647 22.579
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.69836631878832012 2.7866493450571705 -0.049638666018556918 -1.2812188603645505 1.0000000180025095e-35 1.0000000180025095e-35 0.84291710375876494 0.25123789864468821 -1.6007614821559903 -0.54877514458847465 -1.3072861918153278 -0.62314278622779262 1.2204488099017878 0.41040386000896778 -1.4335375753153206 1.0000000180025095e-35 3.3462057796743045 2.5346216866488023 0.41500081905592562 1.3382816563602551 -0.33682605447440261 1.7811711699895054 -0.48525660286920608 1.2207458879531985 0.18622485635650365 2.2880133832639102 0.96816104846181361 3.3235719592242248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 9 16 -9 14 -11 12 13 -12 -2 17 -8 -14 20 -16 21 -13 -23 27 -25 -26 -7 -18 29 -29
right_child=2 -3 3 4 5 26 7 8 -10 10 11 18 15 -15 19 -17 23 -19 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0034826561901947183 0.0035063613409158437 -5.9365797462458812e-05 -0.002395422878407283 0.033890241572749301 0.087635102594367631 -0.060121683557380491 -0.01147985404123575 -0.0036333334228031695 -0.022805239424793091 -0.023540852874323653 -0.045503963436528183 0.0024467183949821963 -0.011993721406614876 0.030603289125222657 -0.0036351402876929808 0.0019059401462223268 -0.00063530215301177406 0.0016079126369900846 0.0513961065754657 0.029532045072630405 -0.0030562885531653533 0.025250876833287601 0.0022016938470672603 -0.0039989342492918111 0.014033626904720984 0.065128279110033591 0.015075251147770103 0.0034038397698486437 0.037158701472209593 0.098612557922949637
leaf_count=74213 58651 90336 33692 373 29 114 2473 5644 1768 833 286 11793 4696 46 7982 5160 48548 2138 101 200 6960 1008 700 782 1225 106 110 1589 344 31
internal_value=0 -0.024847 0.00657525 -0.0401649 0.389975 -0.189847 0.0162032 -0.0170789 -0.151112 0.0342593 -0.01209 -0.00298638 -0.0796106 -0.6639 0.0560884 -0.0624412 -0.00275828 -0.150269 0.0428567 -0.0535578 0.0378248 0.0869844 0.317683 0.00626872 0.210336 0.364595 -0.467055 -0.00354457 0.216756 0.106937
internal_count=361931 164549 197382 34318 626 253 163064 62510 7412 100554 33721 32888 12326 332 66833 11994 55098 6834 20562 8182 20461 13501 1708 52625 2113 1331 224 50512 1964 1620
shrinkage=0.05


Tree=2858
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 727 1441 1091 1038 146 49 745 116 630 1256 972 418 351 1462 497 687 186 843 471 538 984 143 87 979 769 972
split_gain=29.3217 23.6703 23.5016 42.9973 22.4238 21.9968 36.0261 21.6706 21.4973 24.307 23.7408 21.3946 21.1947 23.1956 22.1523 21.3352 20.6981 20.516 20.3066 21.7851 21.0691 21.545 20.2957 20.2501 22.7744 20.3375 20.2135 25.9436 23.4407 22.2641
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 1.0000000180025095e-35 1.7193014468115779 0.69009342306031496 -0.88201376903089468 2.0556245044164494 1.1349154245379338 1.0191313245711819 0.4603641823047237 -0.5320158008722814 0.29761593156618726 -1.7417517806073415 1.026848142674033 -0.5081152509708099 2.7874438589925088 2.4192885550665473 -1.3786251993972209 1.8254083151058917 2.3602115646193456 1.0000000180025095e-35 1.0000000180025095e-35 -0.45605117353847874 -0.92770947773716517 0.56076668980743449 1.4755368708648944 -0.18459183902417517 -0.18266899146685639
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 7 -1 8 11 -4 9 18 12 -7 -11 14 -14 -16 -10 -8 20 -20 21 -2 -9 24 25 -22 -3 -28 29 -29
right_child=1 26 3 -5 -6 6 17 22 16 10 -12 -13 13 -15 15 -17 -18 -19 19 -21 23 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.8638659576547937e-05 -1.2661292251278223e-05 -4.5785398202413923e-05 -0.00026789684896179534 0.00037342070160064169 9.9808956603780933e-05 -0.0002309833382461521 4.5252954594166937e-05 -6.4531824057178786e-05 0.00021086546352642207 3.3682991995778863e-05 -0.00026497428811270211 -1.1528233443328982e-05 0.00078687186986513627 8.1743520236788429e-06 -0.00014562921788510415 -0.00044579512118504591 6.7219866885617634e-06 0.0006677460402571767 -0.00023621104641709836 0.00014966132638989432 -0.000369816875886991 0.00019941504765240555 0.00013166456481986981 -0.00023266052554064313 -0.00014316509099903464 0.00024940411253888625 -0.0001883962804356885 -0.00046444067282888597 -0.00010753819448618607 0.0011321579381663794
leaf_count=12551 177200 55380 1206 1780 17008 9548 2795 3944 3437 8527 3884 3515 151 5656 8425 2291 5655 221 772 5209 384 2174 5612 4865 3577 1724 13657 76 439 268
internal_value=0 -0.0237756 -0.0147886 0.0753351 0.0483096 -0.0200101 -0.107606 0.0238842 -0.0146906 -0.0194913 -0.0869541 -0.17091 -0.0596569 -0.114252 -0.186682 -0.200318 0.0859258 0.102963 -0.0110092 0.10766 -0.0155441 -0.00998864 0.0550398 -0.119892 -0.026022 0.159855 -0.0675264 -0.16214 0.304759 0.810563
internal_count=361931 332372 262552 12542 29559 250010 16079 10762 233931 224839 28934 13063 25050 16523 10867 10716 9092 3016 195905 5981 189924 179374 9556 10550 5685 2108 69820 14440 783 344
shrinkage=0.000980392


Tree=2859
num_leaves=31
num_cat=0
split_feature=181 87 979 769 3 206 195 775 1459 146 270 747 1150 1467 73 628 1108 148 4 974 840 902 915 773 629 1277 1316 1034 950 972
split_gain=15.6325 17.2563 21.1713 23.5998 23.7447 22.4973 21.4415 20.2036 20.1382 17.8118 17.7589 23.4095 26.5398 26.0758 21.7747 20.9724 21.5885 18.9833 23.2702 18.0157 23.5007 18.7111 17.9241 24.531 21.4111 22.0303 20.2976 22.0112 18.8942 19.7772
threshold=1.0000000180025095e-35 0.56076668980743449 1.4755368708648944 -0.18459183902417517 -0.23040215467010436 -1.1445139169669256 -0.68254105952426014 -0.22902022812716927 0.49900387419946662 1.2357194177124209 0.79172259567800396 2.2668746584208797 1.4765539603247655 -0.39672429944253701 -1.0379385812079989 1.1752704319967611 -0.25374220208055759 -0.024625003186786756 3.8791497851794818 -1.8444875115710366 0.64838159253541749 -0.94516208605018137 -0.65850868978612387 -0.83074260431828117 -0.37185000302519289 2.1701213497636727 0.34466115461936259 0.66263014131316267 1.0000000180025095e-35 -0.14319854110886943
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 8 4 5 -4 7 -6 -3 -10 11 14 15 -14 17 -13 -17 -2 19 -19 -21 -22 24 -24 -12 26 -26 -28 -25 -30
right_child=1 2 3 -5 6 -7 -8 -9 9 -11 22 12 13 -15 -16 16 -18 18 -20 20 21 -23 23 28 25 -27 27 -29 29 -31
leaf_value=4.6096022667740867e-05 -0.013880050418337619 -0.010303957916883329 0.089550267031261344 -0.0071742986827074478 0.21107470080931306 -0.018651984423487374 0.035162167154698623 0.071787392492986046 -0.0018494875326121381 0.028805907578331565 -0.011230311949634936 -0.026568022774470547 0.10977486032252644 -0.059890098203531354 0.0014295165109558406 -0.031282487615382763 0.10988827107714585 0.050253152326295097 0.097213601435459415 -0.011308198377475612 0.10315258583575951 0.015164925122334747 -0.020921985637034471 -0.010149301989799761 0.0061182533675530459 -0.053111291830976827 0.051165802184379106 -0.015870552028501933 -0.0086963347522186207 0.011734152143549724
leaf_count=286765 3150 11666 37 455 24 181 112 40 2565 277 1488 951 26 29 38971 29 27 98 26 1222 36 233 2879 5086 1622 93 315 106 1522 1900
internal_value=0 -0.0400499 -0.124407 0.278221 0.734789 0.0853562 1.35603 2.448 -0.150772 0.0437513 -0.0218406 0.00104869 -0.348882 1.17496 0.0102627 -0.442383 0.900664 -0.157684 0.0697528 0.018091 -0.0599664 0.592533 -0.105813 -0.162006 0.0553629 0.204845 0.256974 0.727673 -0.0968162 0.0552871
internal_count=361931 75166 15357 849 394 218 176 64 14508 2842 59809 44798 1062 55 43736 1007 56 4765 1615 1589 1491 269 15011 11387 3624 2136 2043 421 8508 3422
shrinkage=0.05


Tree=2860
num_leaves=31
num_cat=0
split_feature=1371 1457 1386 760 1255 950 1256 708 217 1287 706 785 1470 1065 359 727 911 653 829 4 896 854 426 1044 647 500 217 142 496 427
split_gain=15.3277 17.888 17.3075 16.9395 16.7812 23.515 19.3434 19.5638 17.1255 16.7766 16.6767 16.5253 16.2973 16.1821 16.7412 15.5774 17.5063 16.8022 18.8751 19.2534 17.0562 20.1781 20.6556 20.0599 18.0329 18.0034 18.0178 17.8482 20.2842 17.4966
threshold=3.4357416210103824 -0.29043123479038785 0.42313824987362775 2.7944908325924045 0.2285607145330108 1.0000000180025095e-35 0.53923401373243673 -0.60360335913908103 -0.97908324397341662 2.0134489336482666 0.49717953014121424 -0.86283290253235112 -0.68441465353469622 1.0518754624258557 0.20658983716939669 1.0000000180025095e-35 1.0220698395793562 1.4216543509230546 0.89695662573693047 0.070973424260765333 -1.1308725805994078 0.6247898780741229 -0.8273051532059762 -0.74196467471287908 -0.87782724458594241 -1.1032290430878311 1.3219192884023083 0.23077961927874641 1.021589225517848 -1.428520141229966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 4 9 5 8 -6 10 -3 -2 -8 15 -5 -4 -15 16 17 20 19 -19 25 22 29 -23 -24 -1 -27 28 -28 -22
right_child=1 2 13 12 6 -7 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 21 23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.059034048400578458 -0.021839457760096159 0.062971559726691287 -0.03065421015762352 0.12649366058491071 0.00035108251618689619 -0.032128041922883217 0.066479180610504479 0.027421535074773098 0.0026820201798699247 0.061242445118428114 0.1968441960083297 -0.0004753117224586443 -0.055736151995642649 -0.03565354191876529 0.090159983727274032 0.0045190303567197139 0.0096650805287278041 0.015070382907405111 0.042563189729873191 -0.01650849233959658 0.010489454611153949 0.0063151969413145692 -0.013983320498695037 -0.020061980373607013 0.0053952543637899603 -0.015680745626410218 0.058081992877922352 -0.037024234072256954 -0.063424603299256269 -0.023994557881622306
leaf_count=104 2164 92 630 22 270 426 41 165 687 33 24 327980 29 33 28 16865 1564 623 172 361 273 478 609 1273 4877 1227 104 57 27 693
internal_value=0 -0.171828 0.00107215 -0.359489 0.144957 -0.0556546 0.536544 1.04135 0.227991 -0.396806 2.11268 -0.00438217 1.35759 -0.418139 0.714006 0.0451488 -0.0112682 -0.0427725 0.200852 0.0860104 -0.0720727 -0.0335532 0.0192824 -0.248536 0.0658281 -0.282812 -0.221059 0.419709 0.820908 -0.291922
internal_count=361931 4644 2396 2248 1705 1205 500 230 779 2197 65 357287 51 691 61 29307 12442 10878 1156 984 9722 8203 6452 1751 5486 1519 1415 188 131 966
shrinkage=0.05


Tree=2861
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 712 1022 146 990 48 1288 968 283 730 783 934 514 603 660 8 578 639 497 345 907 746 878 498
split_gain=34.1066 27.7813 25.6217 31.334 26.398 23.877 61.7369 22.2425 21.7524 23.4465 21.415 21.181 21.4875 22.9895 21.5119 21.0343 33.5657 32.0786 28.2342 23.9712 25.3733 21.5878 20.5028 20.3735 20.2391 20.1567 20.072 20.039 20.6704 22.2335
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.63779424894106762 1.0000000180025095e-35 2.7503861831498626 1.09266583130301 1.8372674881307383 1.3901882842073681 -0.23957137006885484 -1.6929952809944913 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 -0.87905496296652397 0.11942102837874842 2.5623266075722904 0.46293354690950167 0.49932493644430648 0.66766320980544069 1.0000000180025095e-35 1.9385201012130144
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 15 -5 6 -3 -1 9 11 -6 12 27 14 -14 16 18 19 -4 20 -17 -22 -9 25 -18 26 -19 28 29 -2
right_child=1 5 3 4 10 -7 -8 22 -10 -11 -12 -13 13 -15 -16 17 24 23 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001302679498857095 -0.00011607852181231175 -7.0375823527100723e-05 3.9255682993948923e-05 -0.00012309009323198199 0.00014106540141637457 -7.3590975592412023e-05 0.00043964644478003694 0.00022592512389324335 -5.8101895812160206e-06 0.00030607487962946642 0.00042653019589146635 -0.00022761266785269838 0.0011548648658588857 -5.2465234470286191e-05 -0.00035503831902158119 0.00016827440546596375 -9.0805093766617445e-05 -0.00017985097271255689 0.0004202658084639533 1.0932183663533676e-06 -0.00046085144180865799 0.00062637983037343412 4.6852120957555588e-05 -0.00032938832901935789 0.00041023620209927072 0.00034113156127826437 0.00035955250619425526 0.00019757839469937357 -1.4091746521761938e-05 0.00014899910068273006
leaf_count=3225 31924 4821 6880 1294 4808 93730 1384 3439 103001 802 1493 4616 54 4153 4691 2134 17354 1651 1041 1982 101 996 22895 1064 331 644 373 1417 37721 1912
internal_value=0 -0.0265943 -0.0142135 0.0339645 0.155977 -0.0637913 0.0768278 0.0511444 -0.0259636 -0.0557994 0.211093 -0.0601578 -0.0516345 -0.18139 -0.335317 0.00502558 -0.0276177 0.0948588 0.0909362 0.202121 0.307273 0.55851 0.0705578 -0.0615749 -0.0814322 0.0339022 -0.0773502 -0.0396043 -0.0462012 -0.0991658
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 190291 87290 6301 86488 81872 8898 4745 34551 25606 8945 7921 5213 3231 1097 26334 3732 17685 2668 2024 72974 71557 33836
shrinkage=0.000980392


Tree=2862
num_leaves=31
num_cat=0
split_feature=1323 428 221 1013 1308 760 21 1464 1458 1096 1465 1459 1451 1465 614 1452 1451 1470 1092 1464 1462 1462 1457 464 899 1463 1469 1118 1071 1467
split_gain=15.3444 24.4621 22.9056 21.8844 24.9443 25.9909 23.2015 21.8755 30.5264 35.385 31.56 32.4193 31.7578 36.2022 39.7789 37.9101 35.2075 29.6283 27.2734 27.2479 26.8518 25.1409 28.3373 25.5909 25.344 25.0564 33.6644 27.7954 29.3122 25.098
threshold=-0.27390051747756244 -1.0536737419441657 2.5488269126990959 1.0000000180025095e-35 -1.3860863925232534 0.12608167218844024 -0.89074317784588486 -0.46492268522126184 -0.24405659694353735 1.3185420132932633 -0.496929002091897 2.2026343062995877 0.26545402947552377 -0.31231320459860817 0.47966503256605814 0.38614139544283571 0.99056351808123821 -0.62922350457312126 3.5957525378519168 -0.42913060951834736 0.045835862831430298 0.10265607763050343 -0.45188726494709813 0.66699641782368668 0.14054297910480207 -0.29992807559646961 0.51875612264058379 -1.2393523667676718 -0.32553500826022114 -0.19092418262467323
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 8 9 10 21 12 25 16 -15 -16 -14 -10 -19 -9 -11 23 -23 -3 -25 26 29 28 -27 -12
right_child=1 7 -4 -5 5 -7 -8 19 17 20 11 -13 13 14 15 -17 -18 18 -20 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0020226183542391444 -0.0051017774551252865 -0.014328487687491565 0.021708648899652256 6.299778109686768e-05 -0.0003349011871558683 -0.0058342015026403944 -0.010918735364126169 0.026173951687524594 -0.0024011353191190185 0.016023719297740175 0.0055679924458118032 0.025749845192025941 0.038327539890543577 0.013411256474532377 -0.022115173142334854 0.0093999223382129418 -0.0053961156716749994 0.0047307852458552541 -0.051034781064115589 0.001721213791638708 -0.0091368405546224923 0.019527011056898129 -0.0087702945769663771 0.011531724586831524 -0.014026511882085192 0.10548352907414393 -0.020969449001716819 -0.0019129342115731423 0.0055486566466335339 -0.013840595500492981
leaf_count=3783 17129 9547 404 100182 44839 17944 10937 495 13200 2170 1798 455 654 1630 1295 704 301 19763 127 96692 817 756 1168 1082 901 82 2658 8587 115 1716
internal_value=0 0.00848711 -0.0850134 -0.0221638 -0.0527888 -0.034821 -0.157792 0.0159295 -0.0154814 -0.0636006 -0.0853544 -0.0301487 -0.0457062 0.113285 0.00819679 -0.2014 0.480185 0.0326141 0.0883127 0.0373176 0.1831 -0.179704 0.0608467 -0.226432 0.000781901 -0.0994519 -0.213544 -0.0203835 0.927436 -0.0697027
internal_count=361931 184246 17533 177685 77503 62783 14720 166713 69526 36436 33449 19995 19540 4584 3629 1999 955 33090 19890 97187 2987 13454 1924 11530 1983 14956 6172 8784 197 3514
shrinkage=0.05


Tree=2863
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 1441 1091 146 49 745 630 50 1250 116 1038 1462 497 687 186 351 291 1398 538 984 143 843 471 291 769 565 1457
split_gain=31.5737 23.5241 22.8289 43.0713 22.1166 36.5748 22.876 24.7989 23.8641 21.2154 23.423 21.602 21.0794 21.0387 20.7982 20.5407 21.6506 20.5746 20.3478 20.4807 22.2582 20.2036 22.516 20.2678 19.9279 19.8078 19.6268 20.4305 20.7245 19.5943
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 1.7193014468115779 0.69009342306031496 2.0556245044164494 1.1349154245379338 1.0191313245711819 -0.5320158008722814 1.4829784501753427 0.90763070774435939 0.4603641823047237 -0.88201376903089468 2.7874438589925088 2.4192885550665473 -1.3786251993972209 1.8254083151058917 -0.5081152509708099 -1.0489455585226606 0.056130154349247424 1.0000000180025095e-35 -0.45605117353847874 -0.92770947773716517 2.3602115646193456 1.0000000180025095e-35 2.1765898459781923 0.56514441851030484 1.0000000180025095e-35 -0.52602710921920071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 13 6 12 7 15 9 -9 11 26 -6 -4 -7 17 -17 24 19 -8 -21 22 23 -19 -2 -15 -11 28 -28 -27
right_child=1 -3 3 -5 5 14 18 8 -10 10 -12 -13 -14 25 -16 16 -18 21 -20 20 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=5.2932172580895783e-05 -9.8057541063529277e-06 -6.3279225210850838e-05 -0.00026237688367450481 0.00037515437611595229 -0.0002284237442968273 4.9023774465169528e-05 0.00054041448360957558 3.5896634186405407e-05 -0.00026351001637447583 -0.00020121311726020185 0.00017643014145299858 4.752104826196856e-05 -1.0570885585283173e-05 -6.216198465621376e-05 0.00067530101023598134 -0.00023185528162053513 0.00015307418530815598 -0.00036647722617626845 1.3420513912264464e-05 4.493912247610496e-05 0.00051306462887461789 -0.00022867555053711908 -0.00013870762337213027 0.0002523075650256722 0.00019404560906749458 0.00029190961501327834 -0.00059581032764768188 0.0017652784861449113 0.0011066404193791337 3.9835901931955338e-05
leaf_count=29559 177200 69820 1206 1780 9548 2795 719 8527 3884 12495 1168 2639 3515 3944 221 772 5209 384 5655 2176 542 4865 3577 1724 2174 1992 109 53 59 3620
internal_value=0 -0.0208746 -0.011917 0.0769258 -0.0170664 -0.104922 -0.0117292 -0.0166812 -0.0848552 -0.0574812 -0.112129 -0.142854 -0.16873 0.0253939 0.107273 -0.00811056 0.111282 -0.0126738 0.0921601 0.220332 0.139765 -0.115881 -0.0220227 0.162931 -0.00718413 0.0560843 -0.190663 0.52208 0.100009 0.134363
internal_count=361931 332372 262552 12542 250010 16079 233931 224839 28934 25050 16523 15355 13063 10762 3016 195905 5981 189924 9092 3437 2718 10550 5685 2108 179374 9556 12716 221 168 5612
shrinkage=0.000980392


Tree=2864
num_leaves=31
num_cat=0
split_feature=1022 1016 832 859 1311 885 677 183 537 284 15 1470 903 225 1032 1046 292 788 977 1457 1451 13 1197 1342 1113 1408 1328 1453 966 1326
split_gain=15.529 32.748 23.6507 22.9554 23.0832 21.1717 23.6149 23.8967 26.274 25.9796 20.9398 28.8059 27.3931 20.8536 20.4208 20.7554 20.3125 19.6367 25.0804 25.1254 25.358 21.9303 21.8897 21.1729 19.7281 22.6533 19.1752 19.1456 26.045 19.087
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2273445159281489 -0.54135187694831066 2.9834630783018015 4.8263866747680533 1.0000000180025095e-35 -0.47672773491226839 0.44238072866629086 3.1765079847198217 -0.83426138573459563 -0.22317433721296279 3.2225047181122703 -0.23267334902666273 0.95279440661678749 -0.9350130547200618 3.5827016099618318 1.0000000180025095e-35 0.44533398902640026 -0.54905437150794734 -0.014448310177426709 -1.7917941827297474 1.0000000180025095e-35 1.89561048538606 -0.19339974042607111 1.3910195663123772 -0.69202614297043097 1.3990727291183711 -1.0456769566597022 1.980707381522673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 17 5 6 7 10 9 14 -5 12 -12 -6 15 -9 -17 18 24 20 22 -21 -20 29 25 -4 -27 28 -22 -19
right_child=-2 -3 3 4 13 -7 -8 8 -10 -11 11 -13 -14 -15 -16 16 -18 23 19 21 27 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.01888300709121565 0.00037890900899553573 0.000177603982233989 0.002055953298199542 -0.026021812777292954 -0.0070433947546037854 0.019398117054953257 -0.00077223529519799715 -0.021647225005435672 0.0028890881255729151 0.095326218961429746 -0.0036185085406186127 -0.016386939453939525 0.08666895715849364 0.046696954472733948 -0.018140312133167497 -0.0033217894174544884 0.13034631745444961 -0.0079536464776040743 0.056544632370579398 0.083246787507020165 0.077620568777937396 0.0024270075309590689 0.020206278716779137 0.014428686782325659 -0.0067208225418111103 -0.016396988155017122 0.054331280782209349 0.044606913638572165 -0.018918668768918252 0.016962705546564635
leaf_count=2079 190674 90468 5095 3216 277 372 10693 2399 5485 37 6655 8309 75 316 3558 9888 24 10041 382 51 31 3387 666 1114 5282 87 203 107 438 522
internal_value=0 -0.0235405 -0.0669429 -0.0598313 -0.0980634 -0.104649 -0.111574 -0.151711 -0.0905898 -0.159287 -0.242263 -0.198999 -0.0503992 0.460088 -0.166425 -0.107203 -0.0599713 -0.0024499 0.0492669 0.18524 0.429877 0.0709924 0.649461 -0.0931991 -0.0199411 0.0776327 0.728301 0.0263452 -0.192927 -0.129713
internal_count=361931 171257 80789 78710 51304 50711 50339 39646 21391 15906 18255 15039 6730 593 15869 12311 9912 27406 15729 5062 1624 3438 1048 11677 10667 5385 290 576 469 10563
shrinkage=0.05


Tree=2865
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 954 405 417 277 899 628 1458 211 5 829 1362 597 1469 1466 1451 613 21 427 563 1185 77 1181 1470 1166
split_gain=38.9214 31.4983 25.1022 31.9408 27.2989 26.9143 24.0197 22.4735 23.6057 22.6665 22.4631 22.3768 23.0656 22.2538 22.2772 22.128 21.8683 21.8247 22.1816 30.923 34.0732 31.4892 24.7555 23.3985 21.9356 21.788 22.6186 21.626 21.24 21.2091
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 0.98873640907070304 1.0000000180025095e-35 2.924606770914282 1.8249754976967989 1.8419729237591864 1.1993393771232206 2.705011497421657 -0.62944366619299574 -1.0821368227570305 0.18507483241354056 1.0087403405179345 3.1596628491584919 -1.0352100314532211 -0.22241172008597768 -0.0066164517430368063 1.3156155531097407 4.5933813388752975 -1.3213734904502978 -0.99963689609194251 0.77332290300440421 0.98938103073206651 -1.3088044079214605 0.78209301887286675 -0.64460186713261591
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -3 9 16 17 27 12 -11 -6 -15 -14 -9 18 19 21 25 23 -20 -2 -23 26 -21 -5 -8 -22
right_child=1 6 3 10 13 -7 28 8 -10 11 -12 -13 15 14 -16 -17 -18 -19 22 20 29 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.1913202921713574e-05 -0.00028582237998205648 -7.9214051560767528e-05 -5.7501773097434212e-05 -0.00057146465952436572 8.9562583859235686e-06 0.00010399368240587996 0.00014167838715882234 -7.2598365821079062e-05 0.00083218638825823996 -0.00019111286543913936 0.00032705455004461258 0.0001689908522917259 -0.00017662290737128122 -0.00035041091332085243 0.00030723231097883535 0.0010976601711581648 -0.00028497999184179564 0.0002605617381607603 -2.7097122550798626e-05 -0.00015791935913504686 -0.00013522152129420616 -0.00021188089883531218 0.00095094191306156078 9.7975253753155881e-05 0.00048705218551321988 -0.00042543695405745799 0.00019133821395702128 -0.00011540192756888955 -0.00018251103615987604 0.00013148032346933553
leaf_count=29559 951 93974 8900 934 2043 9111 4512 21183 137 8491 459 1422 115 281 3872 106 4631 1124 139001 4397 1863 286 89 10733 1300 1057 936 4005 1449 5010
internal_value=0 -0.0299724 -0.0168018 0.0416677 0.0710065 0.028561 -0.0695005 -0.026262 -0.0970049 -0.0181292 -0.13059 -0.129255 -0.17179 0.190102 0.276766 0.480162 -0.103202 -0.0123071 -0.0146647 0.0410581 -0.0317411 0.113387 -0.0267238 0.0753577 0.394463 -0.14769 -0.0916531 -0.183204 0.0711015 0.0686605
internal_count=361931 332372 232437 29605 24207 18011 99935 202832 25951 176881 5398 10134 8712 6196 4153 221 25814 166747 165623 26533 13263 13270 139090 11684 1586 6390 5333 4939 5961 6873
shrinkage=0.000980392


Tree=2866
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 497 498 727 1104 471 913 560 84 597 900 592 356 1467 714 519 1049 938 868 791 588 513 550 450
split_gain=38.417 26.6244 23.823 30.4922 34.0819 22.9244 62.8712 22.2043 29.4362 22.1073 21.9142 20.5335 20.1499 21.4156 21.1811 20.0214 19.9295 19.6882 19.6129 19.3979 20.6914 44.8991 33.9087 32.0884 32.0601 33.4377 30.3928 27.302 24.919 24.1357
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.13067971497466105 1.69116793757109 1.0000000180025095e-35 0.63515767152532354 2.9395468797111257 0.60667346056980065 -0.91026277545683032 -0.9805036543575979 3.1596628491584919 -0.63749923242861428 -0.59494694347224619 -0.88459116152366701 3.2089320700182484 1.0000000180025095e-35 2.1420547332082829 1.285893796353293 1.0000000180025095e-35 0.53022336195039899 1.0000000180025095e-35 0.71188872395471614 1.0454229551509682 0.29966714842153758 0.69231615738246322
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 15 7 12 6 -3 8 -4 17 -10 -6 13 -5 -14 19 -17 -1 -8 20 26 23 29 24 25 -22 27 28 -2 -23
right_child=1 5 3 4 11 -7 18 -9 10 -11 -12 -13 14 -15 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.0817020253698575e-05 -2.9562637063064461e-05 -0.0001365822096648917 -0.00039085176063386053 -0.00049409795467189978 4.1524543997992226e-05 -0.00013682907580653267 -0.00027538584319721198 -1.2657598789796971e-05 1.4882529136026486e-05 4.288720450985445e-05 0.001440434891623499 -0.00058297419837404646 0.00027762471456827485 -2.9043732101432465e-05 -0.00081572817656781836 -0.0007175679625319192 0.00023394912947580763 -0.00011652394882262536 0.00046477708619786518 6.9921404306041835e-05 -0.00011332167655137708 1.6090681711014594e-05 -0.00023819472224532881 -0.00017269955915437055 -0.00023588743650561841 -1.851036943600197e-05 -0.00016815225636354427 -0.00017475040814134599 0.0001460439284961565 0.0002760597091120372
leaf_count=2447 34013 4821 2623 676 21222 93730 198 1899 198 17008 53 239 107 2130 458 107 1130 10104 1186 3115 58139 6816 1683 44299 8495 25444 9073 4965 3717 1836
internal_value=0 -0.092886 -0.0807926 -0.0239454 0.00536779 -0.12872 0.00761982 -0.187698 -0.319411 -0.0100925 0.355838 0.0354417 -0.204967 -0.130483 -0.606337 -0.0899156 0.165639 -0.0766778 0.382177 -0.0918949 -0.0949206 -0.108816 0.0205195 -0.121057 -0.0985765 -0.0863084 -0.056306 -0.0304546 -0.00828958 0.0730048
internal_count=361931 332372 232437 29605 24832 99935 6205 4773 2874 29559 251 21461 3371 2806 565 202832 1237 12551 1384 201595 198480 146712 10335 136377 92078 83583 51768 42695 37730 8652
shrinkage=0.000980392


Tree=2867
num_leaves=31
num_cat=0
split_feature=1147 1091 1036 57 1463 56 1426 281 492 841 2 1323 1398 1038 428 276 1182 969 1112 911 634 1397 350 1382 208 453 492 982 843 1397
split_gain=15.3674 17.1048 18.073 17.6913 19.4325 18.8491 20.5719 19.2714 18.6682 17.9446 17.9376 17.6453 23.8295 20.7895 23.3771 17.4302 19.5241 26.6574 17.4753 19.9759 23.2937 19.6116 19.227 20.936 21.4663 19.2706 18.8255 20.3255 18.1332 17.8926
threshold=1.0000000180025095e-35 2.690828001094058 1.8537435099442539 1.4243427035504792 2.8481914748221446 1.0000000180025095e-35 1.0000000180025095e-35 0.022776133890683632 0.84546868827361077 1.5508806201510676 1.3150322627082616 2.9187729016580457 -0.14300557541446587 0.68978262895706333 0.15748850367074466 0.87359369005364218 -0.94045525501604621 0.19319093684192259 -0.31266116399368088 -0.89403598264340201 1.8847960696869146 0.32983997613275579 0.31977797460634466 -0.70329438200902705 -1.0754725019039069 2.3178925073180721 0.062828975138130877 -0.82585431196348125 -1.504334404116644 -0.86650611920389087
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 11 5 9 -7 -8 -9 10 -5 15 13 14 -13 -2 17 -17 -18 -20 21 22 -21 -24 -25 29 27 -23 -28 -26
right_child=1 2 -4 4 -6 6 7 8 -10 -11 -12 12 -14 -15 -16 16 18 -19 19 20 -22 26 23 24 25 -27 28 -29 -30 -31
leaf_value=-1.8735347658659324e-05 -0.0035791930758178412 -0.029037405614719815 0.032107715813845077 -0.0020718831121602638 -0.072067736332278448 0.018904855617205247 -0.024136038471801222 0.0048203075430260246 0.089050621825050483 0.044249774242864408 -0.044187967842222557 0.058198561888257477 -0.016763137317727054 -0.043342336296132593 -0.01064751002289073 0.002964441079331942 -0.0070578958382192039 0.038887080333111224 -0.016270118972665504 -0.0073021083662733986 0.060106254991858732 0.094539688979873762 0.062226421023277023 0.1290142565391405 0.035056415011182458 0.082498050451617941 0.15025361825526237 0.02534671540427258 -0.0042555548073735924 -0.014067671801132149
leaf_count=290491 56340 538 71 1863 42 1481 325 252 32 114 186 276 238 57 109 962 3836 438 722 1642 117 68 99 20 124 34 25 547 458 424
internal_value=0 -0.0416829 -0.430357 -0.0375976 0.103928 0.119345 0.251193 -0.0990311 0.308949 -0.0576693 -0.112885 -0.0493237 0.346365 0.660119 0.838554 -0.0538535 0.0471476 0.318806 -0.00229893 0.100045 0.166371 0.129649 0.00595211 0.318519 0.147772 0.0688364 0.397705 0.650078 -0.00171222 -0.0437192
internal_count=361931 71440 609 70831 4295 4253 2090 609 284 2163 2049 66536 680 442 385 65856 9516 1400 8116 4280 3558 3441 2343 701 602 582 1098 615 483 548
shrinkage=0.05


Tree=2868
num_leaves=31
num_cat=0
split_feature=1454 21 205 276 214 1290 1389 1025 1045 707 1249 639 1174 859 217 563 951 1304 728 1043 884 1154 1145 348 345 1470 928 397 422 789
split_gain=15.2797 15.3672 19.899 16.5039 21.982 21.4756 21.3845 21.0166 23.3679 23.8691 19.7297 19.5403 20.6517 19.7309 21.5673 23.8866 22.2592 22.9734 27.6278 23.894 21.0184 42.0018 25.7772 21.908 21.351 20.9643 21.2651 22.8821 20.7183 20.5842
threshold=-1.0640499357927207 -2.7818205974049124 0.29618208039736865 -0.98795118372329749 -0.38916041070565621 1.8124611990991408 -0.77333828961548512 2.9844287549711388 0.69826749793845433 -0.1355712621884842 0.44145181929528499 3.3925374395270791 -0.51839786762365292 -0.54135187694831066 3.3403425624161018 1.032953416321347 0.4454315257619969 0.86938636594157181 -0.49008176997875957 1.5600333873259964 1.0000000180025095e-35 1.0000000180025095e-35 1.0097750263760514 1.6323299368974364 1.9484188467330037 2.2722540408353908 -0.52992354128753727 5.9138203816653805 1.1375847193158168 1.1248358748350926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 11 -6 10 -9 -10 -8 13 -13 29 16 -16 20 19 -19 28 21 25 -22 24 -23 26 -15 -28 -18 -5
right_child=1 3 -4 5 6 -7 7 8 9 -11 -12 12 -14 14 15 -17 17 18 -20 -21 22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.022117153485107025 0.019388022096222923 0.00014197321551490843 -0.037980406276829297 0.0021828138959788506 0.00091504661650591195 -0.0043902960572275319 -0.0048651493449904598 0.0085957815925550071 0.029480561065195185 0.21826168509387914 -0.013617797341991925 0.0045111605941961222 -0.016570796288248226 -0.001715589081234487 0.022877602891039801 -0.033881596689293601 0.0045135463773628495 0.0081038670091928035 -0.0022751424975834098 0.017811971115984145 0.00045950277823425078 -0.0023793259060698071 -0.0070317498997711685 0.0082604767565430236 0.010903855743343788 -0.031734736255805113 -0.010319334648426109 0.16414860746160578 -0.0068813962897150199 -0.0032450645116259475
leaf_count=604 839 24272 86 82884 6886 16573 13585 136 24 28 6498 1253 2622 8979 891 130 18346 3402 21854 1373 73925 32704 7032 3005 1766 809 19451 23 2165 9786
internal_value=0 -0.00626173 0.28334 -0.00707062 -0.0481568 -0.000930188 -0.0988354 -0.141629 0.79661 2.37539 -0.148798 0.00341336 -0.189471 0.00528241 -0.00846965 0.330595 -0.0102642 0.0316073 -0.0143365 0.0851741 -0.025342 -0.0610048 -0.00260678 -0.0161674 -0.0339172 -0.153825 -0.140562 -0.203127 0.0647212 0.0320096
internal_count=361931 361327 925 360402 51429 308973 27157 20271 188 52 20083 292400 3875 288525 195855 1021 194834 47140 25256 21884 147694 66737 80957 37475 34470 29262 28453 19474 20511 92670
shrinkage=0.05


Tree=2869
num_leaves=31
num_cat=0
split_feature=785 728 967 207 427 791 519 725 921 990 965 896 1457 138 1182 697 705 467 488 148 6 954 672 272 216 422 629 912 1249 634
split_gain=32.0801 28.2364 23.2822 27.4897 26.4132 26.8572 36.5961 28.8103 52.4689 37.9209 32.8678 31.2239 31.1237 28.4871 27.2134 26.4776 26.0784 25.1023 24.7336 23.9897 25.1282 22.8501 22.7561 23.3866 22.6391 26.9879 22.6069 29.8397 24.6647 27.0892
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3545109027618707 -0.018020016259858058 -1.3213734904502978 1.0000000180025095e-35 0.65569131416984383 1.0000000180025095e-35 1.0525743831388839 0.65656536832909496 0.10980254379742337 1.1780070679743837 4.7787224532167558 -1.220883620063858 0.16200095082984103 1.6146804744781753 0.42325249380490987 1.0000000180025095e-35 -0.79771942582300526 3.7774849719409711 -0.64493364869148417 0.98873640907070304 2.8708663628362854 -0.68315348007008714 -1.3136923833818892 0.5569794314212182 0.29358894125028367 0.77109161021707451 0.94535098059112566 -0.38186672503380742
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 24 -2 7 14 10 12 11 26 -10 16 -8 15 17 -9 18 -7 20 -19 -3 -5 -24 25 -4 27 28 -6 -30
right_child=1 21 3 22 5 6 13 8 9 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=4.4315164071585181e-05 -0.00010257974714098224 -7.7149637628419766e-05 0.00045840451123340217 -7.7917977062415505e-06 0.0002719624660132859 -0.0001600082562408684 -0.00025348910510688205 -0.00011735244552093398 5.0706131524670731e-05 0.00025830422116769765 -4.0439973617683251e-05 -0.00033120159945770813 0.00044676083649680513 0.00017507573178373871 -6.6430379802095508e-05 -0.00026053799014210706 -3.6348859186563006e-05 0.00030587999784975828 4.7684584140496132e-05 0.0014714823968280954 7.0714659053472008e-05 6.8134927780211471e-05 0.0026670318155824135 0.0001980609304983904 -0.00018589847407217216 -0.00049502957907815838 -1.2996769120832156e-05 -3.361807889733724e-05 -0.00034176625001376644 0.00027489039283933465
leaf_count=29559 18323 93974 646 9858 6886 3766 773 30547 9860 3676 14026 1143 463 9573 17250 1496 56155 3017 14278 58 8175 5961 32 100 12534 236 5245 2804 861 656
internal_value=0 -0.0301923 -0.017715 -0.0899637 -0.0106038 -0.00379473 0.0364013 -0.0211632 -0.0393053 0.0785262 0.0379544 0.0142934 -0.060969 0.148513 0.00827836 0.0468472 -0.0644386 0.0606053 0.00924827 0.143491 0.135658 -0.0676542 0.00250804 1.2155 -0.163173 0.21459 0.103743 0.159819 0.225816 -0.0492428
internal_count=361931 332372 232437 23406 209031 190708 58386 132322 101844 14679 30478 11003 87165 10346 48040 30790 86702 29294 18044 11250 11192 99935 9990 132 13416 882 16452 11207 8403 1517
shrinkage=0.000980392


Tree=2870
num_leaves=31
num_cat=0
split_feature=785 728 727 784 921 727 1022 146 647 590 730 783 934 514 603 660 8 48 1288 968 283 1002 209 639 345 907 516 1388 746 878
split_gain=34.9959 27.7382 24.878 24.0629 28.1624 25.7037 23.0476 23.2951 22.7592 61.4074 21.7251 34.5506 32.2498 27.98 23.8987 26.4473 21.7684 21.2562 22.0783 22.9158 21.267 20.883 23.8165 20.3432 19.9929 20.0505 19.9328 23.7588 19.7779 20.9455
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 1.0000000180025095e-35 2.7503861831498626 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 1.8372674881307383 1.3901882842073681 -0.23957137006885484 -1.6929952809944913 0.69854289147193727 0.23696906566319156 0.11942102837874842 0.46293354690950167 0.49932493644430648 1.0000000180025095e-35 -1.0285454770005755 0.66766320980544069 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 10 -6 7 17 9 -3 11 13 14 -5 15 -12 -17 18 28 20 -20 -7 -23 24 25 -14 -13 -28 29 -2
right_child=1 8 -4 4 5 21 -8 -9 -10 -11 12 26 23 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.0753786726698459e-05 -0.00010001378268127304 -7.5332481767223815e-05 0.00010398338489243488 3.8490546048538382e-05 -0.00012898558358652112 0.00024722626386683129 -7.1067784941917424e-06 0.00030212660254118085 -7.5505825501691109e-05 0.00043297772225222133 0.00016473556589791712 -0.00017926964766493378 -0.00018053359601386194 0.0004178961740060921 8.8407150272220168e-07 -0.00046144687090349408 0.00063074949450411908 -0.00023051593874503265 0.001140333702920617 -5.705150704230771e-05 -0.00035876760848674733 -0.00041599092513792371 0.00023164896305622034 -0.00033026837203226263 0.0003386372203232214 0.00035840546764998369 -0.00031709387392798679 6.2168812794552642e-06 0.00019335809985972056 -1.6365887267905862e-05
leaf_count=12551 33836 4821 17008 6880 1294 5339 103001 802 93730 1384 2134 6979 1651 1041 1982 101 996 4616 54 4153 4691 480 482 1064 644 373 1407 9299 1417 37721
internal_value=0 -0.0288593 0.0498525 -0.0164895 0.0301997 0.14596 -0.027871 -0.0585685 -0.06601 0.0711416 0.00278801 -0.0303888 0.0940419 0.0899174 0.201522 0.306453 0.562778 -0.0629103 -0.0543737 -0.185779 -0.339289 0.200465 -0.0839027 -0.0627839 0.0326104 -0.0781308 -0.0849606 -0.0287189 -0.0421772 -0.0487308
internal_count=361931 332372 29559 232437 42146 7595 190291 87290 99935 6205 34551 25606 8945 7921 5213 3231 1097 86488 81872 8898 4745 6301 962 3732 2668 2024 17685 10706 72974 71557
shrinkage=0.000980392


Tree=2871
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 923 993 908 727 1077 1452 1049 21 1051 695 1423 497 930 783 815 1313 919 278 954 810 968 1183 627 1108 909
split_gain=29.482 25.5679 23.9031 23.3342 31.9814 42.7072 25.7833 28.7014 26.4948 25.4806 25.2621 24.8805 24.1404 29.5422 27.0693 26.1785 24.4731 24.1011 23.3446 24.2633 22.8774 24.1837 22.512 22.013 21.7538 21.7106 22.816 21.6609 23.9264 21.5519
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 -0.89727091510114898 -0.40729421879939548 -1.1275738623161491 4.2406324835638474 3.3900475580725948 -1.7276023283237012 -0.13431221002227373 3.5926503781727646 -0.70721591321319732 1.0000000180025095e-35 2.4192885550665473 1.0000000180025095e-35 -1.0732212767954836 1.6638054002796892 -0.78345347734674553 -0.70523295937256447 -1.1833072469291228 0.98873640907070304 1.1023763779372591 2.0695670359217271 -1.5169683801573526 1.9945936966766264 -1.4442638994465435 2.2915798140579686
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 18 10 7 27 17 11 -6 -8 13 14 -7 -16 24 -9 -2 29 -10 -22 -13 -3 -14 26 -24 28 -5 -20
right_child=1 23 -4 6 5 12 9 8 20 -11 -12 22 16 -15 15 -17 -18 -19 19 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.1606109546496421e-05 -0.00018783616695587437 -7.4825360794712021e-05 -7.6933608295829144e-05 0.0012948327471918129 -0.00033862857385693029 -0.00022290948836094893 -0.00042337725714809943 0.00037420408038153866 -8.1357498150523965e-05 -0.00077280300300588002 0.00089551910914654727 -0.00011104891335389069 -0.00013593595565639512 0.00099606986212381638 5.728145874599974e-05 -0.00013397583754846322 0.00022864483883901614 -0.00018592650212464036 5.7921396514342563e-05 -0.00018713794735100966 0.00052928001963641958 0.00020543848164503802 -0.00034908518274000635 6.7687663972988289e-05 8.0929964876084681e-05 0.00014909499360003621 7.2520272683465657e-06 0.00075401874993504621 -0.00012166566247713366 0.00038937263339007951
leaf_count=29559 2461 93974 35150 50 3650 3175 916 471 1029 213 68 9206 22101 123 17845 6044 850 1545 18238 1664 1339 4103 931 5961 2739 4694 89238 165 3563 866
internal_value=0 -0.0298248 -0.0179657 -0.00925945 -0.0403467 -0.0707778 0.00966269 0.106116 0.1742 -0.00117781 -0.314765 0.000282603 -0.0540473 -0.00244779 -0.00860976 0.0178354 -0.101831 -0.0514123 0.0296733 0.0528766 0.240303 0.291806 0.00288479 -0.0654794 -0.1162 0.0116968 0.00413157 -0.0630887 -0.0995006 0.0770635
internal_count=361931 332372 232437 197287 79824 56595 117463 12265 8487 105198 3718 104985 52877 27187 27064 23889 25690 2016 23229 20768 6471 5442 104069 99935 24840 94863 90169 3778 3613 19104
shrinkage=0.000980392


Tree=2872
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1022 146 48 1441 712 1151 830 1002 730 783 934 514 603 660 8 639 516 1388 345 907 401 848 495
split_gain=33.722 25.7948 22.9396 28.6921 24.6017 22.0552 56.8407 22.0171 23.0083 20.9299 20.6602 20.5499 20.2994 19.6449 19.8261 19.6392 31.359 29.8475 25.4135 23.844 26.0682 21.6091 20.2903 20.2218 23.7663 20.0272 19.8783 19.7385 22.2264 19.7092
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 2.7503861831498626 1.8372674881307383 1.7193014468115779 -0.63779424894106762 3.3566824307941974 1.6405209124780595 0.69854289147193727 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.11942102837874842 1.0000000180025095e-35 -1.0285454770005755 0.46293354690950167 0.49932493644430648 0.66778437295061321 0.29201541795256047 -0.59136135564859804
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 7 15 -5 6 -3 8 9 10 -2 -1 -12 14 -6 16 18 19 -4 20 -17 -22 25 27 -25 26 29 -18 -29 -19
right_child=1 5 3 4 13 -7 -8 -9 -10 -11 12 -13 -14 -15 -16 17 23 22 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00012267280020530677 -3.9737728958835632e-05 -6.7381016103577358e-05 3.8636326269396572e-05 -0.00012030607699585747 0.00020724271705774573 -7.0447112866962763e-05 0.0004218225114668143 -4.0487996223654945e-06 0.00030445248535821269 -0.00022543306715345042 -0.00023081980160000071 6.9472071792731199e-05 0.00063425802740015838 0.00048475038588433701 -0.00013131716476735351 0.00015927528120527208 -0.00022925734406358753 -0.00044158856804738834 0.00039978873656529361 -5.3226435633729649e-06 -0.0004656694435251458 0.00062268720244700872 -0.00032722650260580421 -0.00031138395901413567 1.2602611564028227e-05 0.00034236787417614428 0.00035989145455462472 -0.00010498311441200933 0.00057199926020176791 3.1539113341821684e-05
leaf_count=3225 76185 4821 6880 1294 4464 93730 1384 103001 802 4616 5561 26334 126 971 866 2134 5966 800 1041 1982 101 996 1064 1407 9299 644 373 713 300 851
internal_value=0 -0.0251054 -0.0131682 0.0324533 0.149372 -0.0609987 0.0742 -0.0242981 -0.0543571 -0.0586809 -0.0502012 0.0522345 -0.205805 0.202657 0.155211 0.00475591 -0.0268179 0.0915901 0.0877995 0.194996 0.299899 0.554688 -0.0595261 -0.0789008 -0.0222077 0.0358145 -0.0751606 -0.177656 0.0890335 -0.180859
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 86488 81872 29559 5687 6301 5330 34551 25606 8945 7921 5213 3231 1097 3732 17685 10706 2668 2024 6979 1013 1651
shrinkage=0.000980392


Tree=2873
num_leaves=31
num_cat=0
split_feature=1368 1466 1467 1119 1452 1452 1444 1457 1464 1458 1450 1451 1452 754 21 21 1466 1461 1451 1457 1176 1454 1464 1461 5 1466 1439 553 1462 955
split_gain=15.5084 23.7913 21.8658 22.613 21.5614 42.0188 37.4741 36.5899 39.6415 33.1767 41.0781 31.6451 31.2641 29.6249 27.4231 26.2452 25.764 26.5529 39.5514 30.0458 24.9476 24.7486 28.2482 24.2423 23.7889 27.0368 23.5929 23.8868 23.4663 25.7071
threshold=1.0000000180025095e-35 2.8104277349532114 0.93983897453997123 -0.18194104555115018 -0.18157124906225561 -0.1014882148136543 0.61050815248025436 -0.51908510895941451 -0.045917158466491741 -0.45416350011085566 -0.68961132794472235 0.59897055457132509 -0.13431352879282774 2.7568525871935359 1.189441983669046 2.7023039193162686 2.4649257724753331 -0.2634310735630721 0.19350284266606024 5.4378793078107464 0.11474411225783422 0.40055145564584022 1.2889961725844452 0.015972945945272817 -0.46593652210202319 -0.37464287298065063 1.0000000180025095e-35 -0.65447134770037874 0.67777773269697705 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 11 7 13 8 -6 10 12 16 -9 15 -12 28 17 19 21 -2 -10 23 -23 -19 -25 -26 27 -11 29 -7
right_child=4 2 3 -5 5 6 -8 9 20 26 14 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0012515500635207853 0.0021803124545264102 0.012341597799906999 0.0079257714832794979 -0.015765595460363459 -0.041538462592963996 0.00463274857407075 -0.008544518841539471 -0.034294021774522697 -0.025556244306616561 -0.032939375500106137 0.034190517665987609 0.007351344045695863 0.035444120390671151 -0.016755892260086943 -0.0073080482304661871 -0.016346264294700135 -0.017386909668435563 -0.023040181172101239 -0.01798898252875605 0.068151350066119346 0.0091352058109208292 -0.01832441836909451 0.017872696788142534 -0.0059155180597586839 -0.0015498632477342663 0.012036726956598002 -0.025612107591340118 0.0062299803634270224 -0.003243919761083017 -0.0018839938624109034
leaf_count=211054 53811 2950 1101 886 1000 27663 7760 404 554 275 630 10449 107 1682 288 905 1005 661 2286 70 467 1865 299 3435 3471 4088 1212 947 9443 11163
internal_value=0 -0.0208044 0.128966 -0.0508778 0.0102408 -0.0210018 -0.0029395 -0.208995 -0.463477 -0.076443 0.187144 0.0347681 -0.367037 0.0168239 0.446301 0.0251571 0.0168843 0.0220812 -0.0614616 0.0457907 -0.172952 -0.0167227 -0.247729 0.0248509 0.0477071 0.116406 -0.252918 -0.0399561 0.0327115 0.0576029
internal_count=361931 215991 4937 1987 145940 64500 58616 5884 2021 3863 1429 81440 511 50856 918 49174 70991 69986 16105 53881 1021 13819 2164 11655 10994 7559 2434 1222 48269 38826
shrinkage=0.05


Tree=2874
num_leaves=31
num_cat=0
split_feature=129 768 278 842 1452 843 536 21 606 877 158 134 138 65 703 1470 1458 29 912 143 980 699 796 854 710 1467 429 146 759 968
split_gain=15.2829 17.8836 21.0148 24.3713 24.6446 20.6471 20.6163 21.7969 20.2682 20.2523 27.3381 21.0182 20.8705 19.473 19.2039 18.7009 18.3543 18.2714 18.2162 18.4758 17.8475 17.3535 21.461 58.4954 27.7457 33.6829 23.8355 23.7877 22.094 21.541
threshold=1.0000000180025095e-35 -1.0623746111343506 -0.54827357317074776 2.8452088697850004 1.2421253483605348 -0.94144459961287075 1.370997289229714 -0.70163543588998201 2.1543936751333881 1.0000000180025095e-35 1.9036696710728955 -0.6862708648232374 0.077783986159568386 0.48381857508364595 -0.36834312797368679 -1.3545928909252491 0.28733080960053564 -0.51059891716546435 1.9448114091673692 -0.36630007550462823 2.0839639958171001 0.57952241499799417 0.38087715954262297 -0.87473648844905705 -0.27154256308070024 1.9986304589459656 0.031003019520309198 0.053329976886611716 1.7651560096009378 -1.2891797364282096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 20 6 4 8 -5 -3 14 18 -9 11 12 -11 16 -8 -6 -10 -16 -4 -20 -2 22 -1 27 26 28 -25 -24 -26 -27
right_child=1 2 3 5 15 -7 7 9 13 10 -12 -13 -14 -15 17 -17 -18 -19 19 -21 -22 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=0.0010261180059407207 0.0059615768676656092 -0.0095592945636141877 -0.0021797472789513049 -0.021882808156967908 0.081294165756494105 0.046277302440565465 -0.011714091840673057 -0.023328196278642001 0.038175184819180585 0.097866263201922571 0.14486860717323544 -0.011850765645315611 -0.016600629001486303 -0.015390611848655894 0.074002876527183223 -0.014967892431612666 -0.011641649832336586 0.006317132990190483 -0.0094892468423831283 0.028062544332855155 -0.028785688196608167 -0.0016377317309380749 0.0028818677204000822 -0.0013609429232890212 -0.0019529620858632305 -0.05239969362394227 -0.0074041418695989809 0.017748339300174429 0.0090683927824506856 0.027113257539442572
leaf_count=175436 5129 13741 23355 91 29 219 160 466 410 53 23 322 36 188 155 2480 111 120 277 479 243 77678 2926 17030 16093 64 18816 2093 2964 744
internal_value=0 -0.0504893 -0.0684561 -0.031262 -0.039868 0.597537 -0.156716 0.158419 -0.0162832 -0.07976 0.336308 0.160239 1.09293 0.350136 0.647471 -0.275062 0.553523 1.00284 -0.0299818 0.313795 0.0870325 -0.00177679 0.00780513 -0.0299885 -0.0536122 0.0170958 -0.0922603 0.190267 -0.00427812 0.456274
internal_count=361931 48087 42715 27639 27329 310 15076 1335 24820 900 434 411 89 709 435 2509 521 275 24111 756 5372 313844 236166 60730 55711 19865 35846 5019 19057 808
shrinkage=0.05


Tree=2875
num_leaves=31
num_cat=0
split_feature=50 56 68 1091 197 706 848 429 845 2 1178 1454 1094 1117 691 425 1143 844 430 79 1246 701 565 967 118 773 1244 1458 283 309
split_gain=15.3061 27.7539 20.3468 23.2498 23.997 21.3943 26.5998 21.6624 21.5574 21.2708 27.3691 25.4546 20.6989 21.8111 21.0704 19.0512 22.1539 21.2614 20.6817 18.8987 22.8758 22.6788 19.0731 18.8657 18.7636 23.126 21.3639 19.4517 20.7548 18.6818
threshold=1.0000000180025095e-35 0.58160213896575708 0.64363186573666176 0.69009342306031496 1.7525974049969186 -0.13759266591045169 1.0320406638597717 2.6361485954553223 -1.4772217737756435 0.19441762699331575 2.8587217167753018 -0.58754815837321106 1.0000000180025095e-35 -0.54289875203886517 2.4212000037724155 0.10736528523221332 -0.72883551589872997 -0.19170654704143836 1.9712026458732415 -0.88006003439580482 1.0935845191403339 -1.7736892129293305 1.1604233505739945 -0.50685634455632289 1.1315434704044114 2.5706061283578809 0.45723761131346913 0.96814653674900464 -0.61356703887634334 2.1221719590446941
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 9 -1 10 15 29 13 -6 -15 -7 17 18 -17 20 21 22 -10 -18 27 -26 -27 28 -3 -11
right_child=-2 24 -4 -5 12 6 -8 -9 19 11 -12 -13 -14 14 -16 16 23 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.022858217813596836 0.00029182499457114483 -0.0028788612982366141 0.00049671394843090627 0.00063763161193454811 -0.028611025165398603 -0.011665673703234678 -0.015683079114484081 0.041494464076088658 -0.038004486646670436 0.010398479165471528 0.027162450735803957 -0.0043747852527022194 -0.019613473048098351 0.0070360953910326837 0.13742314335867212 0.020463700848511884 0.0025517113808961067 -0.0023122649273481458 0.11448374246137899 -0.002286901250540051 -0.016836687028375562 0.011327287837048427 0.035827622102022595 -0.012107170683674739 -0.0086716637548266261 -0.00064834969548697682 0.11075872043681048 0.0087096942388660299 0.0031076567629270604 -0.039280068586004996
leaf_count=932 197382 10677 30643 16367 489 13018 5655 179 343 3642 448 8952 4530 1096 25 711 2358 1210 42 25863 720 4203 72 4808 3369 50 32 4200 19763 152
internal_value=0 -0.0252448 -0.0460635 -0.0653534 -0.0866003 -0.0750072 -0.117688 -0.0930473 -0.0266889 -0.0978441 -0.150198 -0.0143793 -0.274539 0.000204114 0.198699 -0.163391 -0.0705771 0.174863 0.512573 -0.0163968 0.119143 0.178482 -0.452115 -0.142139 0.0247111 -0.141076 0.996882 0.0391292 0.019187 0.171157
internal_count=361931 164549 126458 95815 79448 73308 41175 35520 32133 35341 22595 12746 6140 1610 1121 22147 9129 1963 753 31201 5338 4618 415 7166 38091 3451 82 34640 30440 3794
shrinkage=0.05


Tree=2876
num_leaves=31
num_cat=0
split_feature=785 578 1043 1464 434 1457 354 1400 846 1389 774 1455 212 292 919 1467 1469 87 503 565 1175 235 486 1465 1470 759 628 9 414 522
split_gain=15.1264 15.8957 18.0058 21.9664 19.6977 18.4456 18.7425 18.8695 17.838 17.4361 20.5541 18.0239 17.1001 17.0558 16.6254 18.7099 16.3867 16.3196 16.2733 20.9948 16.8551 18.2927 18.7092 16.2051 19.9055 20.9649 17.7252 16.1669 15.5835 15.5539
threshold=-0.86283290253235112 -0.87905496296652397 0.43693119477850301 -0.37108902840936864 1.365519071788371 -0.52602710921920071 -1.0763352723213779 -0.5462133981607068 -0.16377418980617311 -0.089927519891134303 -1.1818629778964411 1.3141790966806519 0.070707987291349805 -0.57230093393651948 -0.70523295937256447 -0.23523767990913938 -1.3460032622719822 -0.56217846910642255 -0.12800861567641147 -1.2916434961524843 0.94494449435770933 0.88901870427879504 0.85136579818141556 -0.22182333324429437 0.42335055062262955 0.66916842109374397 -0.98291164767575612 1.9064576725173135 -0.87724001231082871 -0.71745339412579689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 18 10 -8 12 -12 -13 15 -6 17 -5 20 -20 -4 22 -22 27 25 -25 -27 -18 -11 -2
right_child=29 2 8 16 14 6 9 -9 -10 28 11 13 -14 -15 -16 -17 23 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0088703898737212093 0.00075340271674430585 -0.012776343715525058 0.017316105914215219 0.013640096941502859 -0.052800668770364434 -0.057689254900534337 -0.057738504218053502 -0.0054963188341802284 -0.0010718551205722595 -0.033130262464681023 0.019726258047803279 -0.093066838412820707 0.0011660035196395628 -0.0077374571801183947 -0.033685486816704358 0.046596553016078422 -0.0004595550232011701 -0.080946607906744572 -0.045359556600550709 0.0040861707950623832 0.014246124373620545 -0.090598594738982519 -0.041756853650972342 0.013930108286202475 -0.004716176940109027 -0.050586994590358481 0.00015844391903244899 -0.031369228254293231 -0.0025800532648399131 -0.0010615985050628132
leaf_count=3725 84797 1968 2832 30 45 132 67 225 2942 241 1271 39 1030 144 489 68 4549 59 112 1448 281 34 107 3538 1371 96 610 228 1878 247575
internal_value=0 0.0407787 0.0218451 -0.015727 -0.105443 -0.0737373 -0.00462367 -0.486152 0.110643 0.031968 0.150681 0.179334 0.228271 -0.505623 -0.496913 0.293954 0.0488365 -0.873442 0.194811 0.0108026 0.285048 -0.133271 -0.00356643 0.0568933 0.136352 0.209443 -0.128684 -0.036395 -0.116604 -0.0113347
internal_count=361931 29559 25834 18078 7597 6995 5027 357 7756 4670 2551 2484 2301 183 602 113 10481 89 4814 1560 3254 422 388 10392 5615 4244 706 4777 2119 332372
shrinkage=0.05


Tree=2877
num_leaves=31
num_cat=0
split_feature=1357 885 1467 1303 829 555 389 1112 1328 970 977 1441 14 81 1193 491 563 489 1177 1463 415 288 966 1327 1460 213 772 1450 1175 1326
split_gain=15.091 23.2995 19.6602 19.0087 21.594 19.6985 19.6741 18.1267 19.788 17.8322 18.0274 19.1525 17.9315 18.5214 21.4447 17.7918 19.9069 17.419 17.2278 18.9414 18.1499 17.4154 16.9702 20.946 20.6478 19.6513 20.4366 19.0857 16.864 16.863
threshold=1.3962008022525787 2.2685560401286238 4.0242090356330973 1.7160994611581364 -0.74999152314096607 -0.30481892240080172 1.0000000180025095e-35 1.9876916957218846 -0.027100669088816403 0.027084038145595592 0.82210363198798342 1.0000000180025095e-35 2.4420003808613715 -1.1853482701031897 -1.5344754867689268 0.19632875384436041 0.78212312244906868 -1.664448699455237 -0.80577776936292356 -0.082436113389635288 -0.78057221048049497 -0.75971853903615549 0.32563096812307585 -0.80220192414511471 -0.033944004575185656 -1.1223277704656398 1.086125572017768 1.0705616865759604 0.79354606292796015 -1.7695689495276297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 8 15 10 11 12 13 17 -15 -2 -17 -6 21 -20 -21 -13 23 24 25 -12 27 -27 -7 -10
right_child=1 -3 -4 5 9 28 -8 -9 29 -11 22 18 -14 14 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-8.8251006570140081e-05 0.028918961708059285 0.024235499731564431 0.024481140407247304 -0.034047786166835861 0.074085382975754691 -0.014367906443499995 -0.0027331453816071471 0.042102474232791488 0.041156335405353572 -0.0087552977598970155 -0.05563325737994506 -0.027872989857467861 0.03671282562669774 0.088794324388512799 0.0038060975225558871 -0.01150585673194302 0.036876137968183474 -0.030015130499115313 -0.027489322464456595 -0.04476621449579532 0.0075924919152369902 0.02793214444555623 -0.027368697516771748 -0.012784066697225621 -0.024390000543973646 0.03300079083577756 -0.031996778061684099 0.11195409834993338 0.026209003431688735 -0.010350115432008736
leaf_count=327843 865 378 307 1000 23 904 3623 190 121 12297 67 138 197 39 6403 437 155 450 1095 139 660 303 725 1680 178 316 65 44 196 1093
internal_value=0 -0.0587242 -0.0672342 -0.0743516 -0.0598047 -0.341145 0.0664933 0.221408 0.157919 -0.0966165 -0.0334439 0.0197151 0.0798377 0.05662 0.087942 0.34081 0.0347649 -0.462208 -0.190089 -0.305476 -0.0163115 0.25139 -0.203634 -0.0995365 0.268972 0.520814 0.668812 0.878319 -0.112243 -0.101336
internal_count=361931 34088 33710 33403 31303 2100 6484 2861 2671 24819 12522 9447 7112 6915 6442 1457 592 473 2335 1894 799 441 3075 2350 670 492 425 360 1100 1214
shrinkage=0.05


Tree=2878
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 497 498 1104 647 590 712 471 913 560 84 1469 1452 1456 820 1320 556 290 910 1358 21 1184 441 746 951 338
split_gain=29.2167 24.2688 22.8635 30.716 32.5748 22.2679 29.7215 22.101 21.3826 56.0088 20.89 20.754 20.7523 21.9915 21.4257 20.4802 25.7125 29.7885 25.8638 24.7919 24.7457 24.7221 23.7572 23.5534 24.4299 21.7057 24.3567 20.9697 22.3734 20.7258
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 0.63515767152532354 -0.87782724458594241 0.58895901036483078 -0.63779424894106762 2.9395468797111257 0.60667346056980065 -0.91026277545683032 -0.9805036543575979 -1.0588145806293296 0.039474337618497217 1.0000000180025095e-35 1.0000000180025095e-35 1.0599184291106585 0.88563118371529337 -1.2172697628737557 -0.0241086401731689 1.0000000180025095e-35 4.5933813388752975 0.25582260114466598 -0.47787415904723435 3.6288968102052546 0.4454315257619969 0.54319667440125596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 15 5 12 6 -4 -8 9 -3 -1 -6 13 -5 -14 16 19 -18 22 21 -20 -2 -19 -17 27 26 -23 -25 -29 -21
right_child=1 8 3 4 11 -7 7 -9 -10 -11 -12 -13 14 -15 -16 23 17 18 20 29 -22 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00012725349006171256 -0.00032661472636126478 -6.5455030124285515e-05 -0.00032916325063172083 -0.00043257960040849548 0.00010812522092984646 5.295458576611499e-05 7.9806880985716264e-05 0.0015147323761423564 -6.7302422054670916e-05 0.00042058303998517157 6.6515491160684453e-05 -0.00052268820332619886 0.00035134075666111913 4.4250328262220884e-05 -0.00076223356086535369 -6.3171796740255675e-05 4.1820299997317491e-05 -0.00014858009525235439 0.00056256576205109953 -8.2939981733547483e-05 -0.00016544093092310264 -0.00024320632679185542 0.00035710528360198156 -7.1768511496990804e-06 0.0010441470716341173 0.00014561137250123301 2.7704000076322305e-05 -0.00053093704468594992 0.00040377986396019922 -0.00051346528258942761
leaf_count=3225 1234 4821 2623 676 21222 1899 198 53 93730 1384 26334 239 107 2130 458 67524 10298 906 1302 1653 291 2126 700 104584 76 4393 6204 555 112 874
internal_value=0 -0.0230673 -0.0114843 0.0444601 0.0739714 -0.121095 -0.254795 0.425952 -0.0579381 0.0753185 0.0490143 0.103314 -0.134084 -0.0578977 -0.547097 -0.0205453 0.0308572 0.098429 0.275942 -0.028038 0.46541 0.00547991 0.086174 -0.0308098 -0.00916073 0.0299366 -0.0358075 -0.0103162 -0.366323 -0.2423
internal_count=361931 332372 232437 29605 24832 4773 2874 251 99935 6205 29559 21461 3371 2806 565 202832 29981 13497 3199 16484 1593 13957 1606 172851 105327 12723 8330 105251 667 2527
shrinkage=0.000980392


Tree=2879
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 497 498 1104 714 588 906 689 815 513 746 513 694 691 914 583 355 1241 1254 421 869 485 407 1187 365 1246
split_gain=30.0024 25.2151 22.8682 31.0412 32.6053 22.3959 29.5165 21.9719 21.5042 44.5633 35.6282 32.5116 30.5907 28.6076 33.4305 27.5154 28.7177 34.533 35.6041 30.6827 29.274 26.2758 26.0458 25.905 24.3466 24.0039 22.5178 24.284 22.2913 22.0813
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 0.63515767152532354 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 1.6638054002796892 1.0454229551509682 3.6288968102052546 1.0454229551509682 1.2342127532274445 -1.0571083136916364 2.6810254835588752 -0.99544907250003589 -0.45017641177989515 -0.67919258870259713 0.19319070681832501 2.6287012352426902 -0.57653763495970078 1.1857153933476321 -1.2965003005540392 1.5105553474803968 -0.68859534836056613 1.8833302095857707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 5 -5 6 -4 -8 12 10 11 -10 15 26 -15 16 25 28 19 -19 -21 -16 -14 24 29 -2 27 -11 -18 -13
right_child=1 -3 3 4 -6 -7 7 -9 9 13 -12 23 22 14 21 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.0231203131464944e-05 8.7654276477668977e-05 -5.6176871954000579e-05 -0.00032858792454416023 -0.00012994096878652051 0.00010289379877293212 5.4031597225704537e-05 7.8404507453431004e-05 0.0015079878302429279 7.630655122984272e-05 -0.00034349770989470211 -9.8061556771056365e-05 7.2648031474036376e-05 -0.00029646198076670015 0.00043898316529922547 -0.0016557785976940547 -0.00010613360160588457 3.1837989092339702e-05 0.00024104726366478522 0.00061466150876109398 0.000103286074379589 -8.2392255017736481e-05 -3.3808470731291043e-07 9.5095249561593311e-05 -0.00044061622436777876 -5.0736226294860153e-05 0.00031188037537114384 9.5963659200339635e-05 0.0006622076434330596 -0.00029705006382536745 -0.00035993639962716062
leaf_count=29559 14336 99935 2623 3371 21461 1899 198 53 13971 1140 46178 12129 2392 1548 55 5412 1704 2858 481 7299 11849 142 1012 1010 67111 2374 5806 115 3248 662
internal_value=0 -0.0217723 -0.00996676 0.0459625 0.0756168 -0.12042 -0.254485 0.423587 -0.019028 -0.0331271 -0.0440859 -0.0200794 0.0202491 0.109181 0.344702 0.0355808 0.0557003 0.00633893 0.0448157 0.0296722 -0.00638176 -0.443025 -0.174269 -0.0379657 -0.0339548 0.125448 0.0497308 -0.236925 -0.177407 0.0540509
internal_count=361931 332372 232437 29605 24832 4773 2874 251 202832 149867 141061 94883 52965 8806 1745 49561 44149 27439 22487 22006 19148 197 3404 80912 79902 16710 7061 1255 4952 12791
shrinkage=0.000980392


Tree=2880
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 389 1112 1244 1119 1105 1106 325 779 146 1314 223 281 555 1463 1423 836 485 979 906 625 1383 768 71 557 223 547 481
split_gain=15.1446 32.2544 25.7127 18.0019 19.0718 23.6077 23.2709 19.4094 21.3721 18.8556 19.2383 23.3698 27.5907 22.5418 18.2678 29.8228 18.6729 17.7898 19.0117 20.7439 19.5711 18.7686 24.4362 21.2395 18.7271 22.3556 22.556 20.003 19.7275 19.4086
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 0.87707395870045979 0.93855880269272951 1.8357723122392144 0.20908095056561907 -0.75164164701451674 -0.8055242591699735 1.0000000180025095e-35 -0.23076615428807865 -0.06749814115398188 -0.50232875652525077 1.7297295846767218 -0.35694687970131089 -0.43245371662481813 -0.43089357072131801 2.2885552421444864 0.58896924130183403 -0.53565674151669151 -0.79798705197426711 -0.58699000058528961 1.7319634811773124 2.6046191430957468 -0.69486519481903863 -0.098370226068259917 0.9401449799147662 -1.3010074893613393 2.2607263609058417 0.27088082170773259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 8 -1 -9 11 12 -11 -12 16 -16 -5 18 21 -20 -21 23 24 -3 29 27 28 -26 -27 -23
right_child=-2 17 -4 14 6 -7 -8 9 -10 10 13 -13 -14 -15 15 -17 -18 -19 19 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.025488882540634812 0.00032614109905110061 0.0037162431407909259 -0.0042373934643881155 0.0025136865838399159 0.0061327262284001996 0.035658483275054213 -0.061051701453169654 0.0098378023948522495 0.032676294263623201 -0.063833760705154244 -0.035506036284476815 0.028109206938103731 0.0095157485162466471 0.067130733446333607 -0.040705793649024213 0.01763449814670924 -0.049707208612677217 -0.0094439005471454868 -0.0088586089561579467 -0.0098834815818808798 0.0013919573090200614 0.0024773329721326765 -0.012105028042922397 0.03751301500306161 -0.02334623392194481 0.004767860589078755 -0.0079613786060943152 -0.0030752296769432402 -0.01656695573277037 0.015324567453837649
leaf_count=91 197825 20709 70537 124 140 309 97 1346 439 127 395 205 139 21 139 367 212 3520 5876 2568 11066 8592 2814 210 928 12964 2406 15295 872 1598
internal_value=0 -0.0243361 -0.0686872 0.0881642 0.156595 0.200192 -0.418626 0.135092 0.484223 0.046471 -0.204299 0.0789371 -0.380667 -0.566591 -0.189316 0.0566523 -0.585308 0.00256319 0.00808492 -0.0540225 -0.00954855 0.0267989 -0.000242028 0.0820169 0.0117322 -0.0157824 0.0421925 -0.0793338 0.077485 0.0963903
internal_count=361931 164106 74688 4151 3309 3072 237 2763 530 2233 887 471 266 416 842 506 336 89418 85898 19510 13634 66388 45469 20919 42655 32465 16242 16223 13836 10190
shrinkage=0.05


Tree=2881
num_leaves=31
num_cat=0
split_feature=1463 1451 1463 1461 1455 1463 1455 1462 1450 1452 1458 1458 1451 1450 1470 1454 1464 891 1467 1463 1467 1459 1468 1454 1452 1455 1293 1466 1398 139
split_gain=15.0312 34.4689 27.2595 29.6074 29.6187 27.5894 43.3904 28.5549 40.1016 29.3728 31.0803 40.9456 35.729 37.2941 33.5963 28.6488 27.2648 26.8277 26.6198 42.7673 25.1008 32.8915 25.6143 25.0747 22.5744 39.6233 22.0434 26.8349 22.0249 23.0386
threshold=3.3344277704427654 1.9426791395236267 2.2947497171446982 3.2413757995883876 2.5522110869383945 1.6214834058820971 1.3141790966806519 1.0119550964254083 -0.24062111977706721 1.0409243383084115 -0.27691649494327347 -0.4285654387502193 0.13675593870780142 1.6828091806376053 0.37604385151270814 1.0692506903199488 0.33722957473813192 -0.33672929813836994 0.88393542834881844 2.1877350241656557 -0.12062852467941906 0.73871680408646412 0.90889364240410331 2.1720878008874998 -0.61337927203742115 0.14145834482007744 1.8514852010470839 -0.31538475271702837 0.078673821869667801 -0.077268845321382687
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 5 4 -4 -1 7 9 -9 10 11 24 13 15 16 26 -14 -8 19 -10 21 22 -2 -5 25 -7 27 -12 29 -22
right_child=1 -3 3 23 -6 6 17 8 18 -11 12 -13 14 -15 -16 -17 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00044186443185278718 0.0083883450850786231 0.021137656200152816 -0.012753319319963347 0.048570299743292356 0.013913337605223257 0.019286604964341932 -0.021803022215136303 -0.032321208659417518 0.0029870959990139444 -0.011514183431026562 -0.034701302277944233 0.04678998104402704 0.011876438879395719 0.053121269076412195 -0.037267510827686985 -0.055014350681080293 0.042366630482557205 0.0053430911496740278 0.026326357935225739 -0.085192587901865208 0.0090049447721521694 0.029535677900381946 -0.033772124796405116 -0.0084773127271421944 0.0075837852310226307 0.084808442239500431 0.070377822646053995 0.0029460477131926614 -0.025724794799721347 -0.018306980940814462
leaf_count=340108 877 1129 5209 158 481 691 1120 574 482 636 469 642 1361 102 146 189 416 751 404 81 983 558 265 169 1657 98 57 817 670 631
internal_value=0 0.113016 -0.00780496 -0.15774 -0.199339 -0.00499018 0.108124 0.175233 -0.102409 0.235227 0.279987 0.443335 0.132037 -0.137302 0.32861 -0.246482 0.408799 -0.201919 0.139585 -0.186725 0.00666378 0.22 -0.0547816 0.440235 0.307304 0.610177 -0.117907 -0.181617 -0.14439 -0.0138937
internal_count=361931 5113 356818 6017 5690 350801 10693 8822 1541 7281 6645 3088 3557 1634 1923 1532 1777 1871 967 563 3984 1700 1142 327 2446 789 1343 1286 2284 1614
shrinkage=0.05


Tree=2882
num_leaves=31
num_cat=0
split_feature=1392 363 1467 1177 979 624 825 487 1098 1459 1459 1464 1459 1459 1459 1469 1452 1469 1457 1457 1464 473 559 1452 1465 1461 1451 751 1454 1465
split_gain=15.0885 24.0349 23.1936 22.7478 21.6337 21.1957 21.1224 22.8065 22.6281 25.577 43.6194 38.8515 37.3173 35.4346 34.1293 51.4508 29.4555 42.1934 31.8443 49.2774 29.1514 27.406 24.5255 24.1052 51.9961 37.4998 43.9207 46.0936 38.1899 38.1095
threshold=-0.56406248815770799 -0.64963454277483101 4.0242090356330973 -1.5431283800509268 -1.1597855544300077 -1.8527376496516879 -1.3782055633747541 1.4287738122833866 -0.37373492001924641 -0.50282768380134069 -0.51431314994662358 -0.065515111140320159 -0.4900909206836051 -0.47433201747382236 -0.61607840725068119 2.0727222767343889 0.37490402264961914 1.0105175638095096 0.041329821661130785 0.63151525041848589 -0.037420844859803883 1.0000000180025095e-35 2.3658011698605486 -0.76841635434299438 -0.19343653664292135 0.56849382259836123 -0.33647910038591805 1.0000000180025095e-35 -0.672122352939171 -0.15360755456434083
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -2 -3 -1 7 -5 9 10 11 16 -11 -14 20 21 18 -18 23 -20 -13 -16 -10 24 -8 29 28 -28 -27 -25
right_child=3 2 -4 6 -6 -7 8 -9 22 12 -12 14 13 -15 15 -17 17 -19 19 -21 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.01325593960897783 -0.031097966897717624 -0.0074281047660642793 0.015905125580424173 -0.0017935119032797039 -0.0018947644096327628 0.0020871225142560144 0.018365317060138265 -0.013732912498280521 0.0025122137123459887 0.050391395163262756 -0.057138673520826161 0.022573353388480304 -0.0768051121701709 0.00096814786682434531 -0.050300206677872876 0.19076365957016483 -0.0082392840819189156 -0.038628229964826184 -0.019803444766461745 4.1170063480805059e-05 0.00036622040932569048 0.052067533957704221 -0.013641188923965484 -0.011669506932605107 -0.0091054930725935901 0.055719996630186334 -0.013597160647531976 0.025473103036378376 0.011640135465333965 0.0027075927099069409
leaf_count=1683 401 15544 797 27271 74158 30613 2051 3841 70906 143 209 708 110 81603 44 29 7207 1102 3231 3225 20965 95 1472 6211 1450 345 1295 510 735 3977
internal_value=0 -0.0282697 -0.0491552 0.00454837 -0.0534169 0.0285014 0.00534892 -0.0587466 0.0126241 -0.00465762 -0.0433906 -0.0395643 0.0202905 0.0179433 0.0310059 0.961695 -0.0928409 -0.218665 -0.0530838 -0.188271 0.0227565 0.500041 0.0448111 -0.000438744 0.159092 -0.047359 0.174354 -0.0403628 0.52469 -0.115327
internal_count=361931 122795 90499 239136 89702 32296 238735 31112 207623 135245 53389 53180 81856 81713 21841 168 31339 8309 23030 6456 21673 139 72378 16574 3501 13073 2885 1805 1080 10188
shrinkage=0.05


Tree=2883
num_leaves=31
num_cat=0
split_feature=470 464 718 670 409 909 499 486 939 534 947 1167 287 746 211 639 1234 497 657 1031 1238 690 120 566 762 339 751 768 804 1380
split_gain=14.8734 26.5624 21.1715 28.9319 22.6885 22.2673 20.7527 20.4428 18.3922 18.3824 30.9523 26.9982 23.0362 22.3931 22.0771 21.4829 21.0038 27.2996 25.6627 21.3215 20.7783 20.6377 20.6292 21.0455 23.6623 20.6196 24.1217 23.5376 20.1152 20.6238
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2294551496329555 1.8548472908116371 0.31531826722768541 0.1673442341411959 1.4307804817950061 -0.65191143814350749 1.0000000180025095e-35 -0.37779302995283986 0.74133625510601142 1.6547410766053783 -0.21657180454497479 -0.90905821090409833 1.0000000180025095e-35 2.5623266075722904 -0.80522708219444705 0.77812946676549777 1.0000000180025095e-35 -2.1615548919543053 1.0000000180025095e-35 0.80477017574484588 2.32448749172119 -0.63586223425159905 2.6433271418753805 1.8537327139762774 1.0000000180025095e-35 3.1678161238893123
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 -1 -7 -8 10 11 14 20 22 -2 -14 17 18 19 -11 -13 -20 23 24 -12 26 27 -18 -16 -30
right_child=9 -3 5 -5 -6 7 8 -9 -10 16 13 12 15 -15 28 -17 25 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00085480965348070205 0.0021748437510247824 5.0110513809505786e-05 -8.2813425266604153e-05 -0.0083720464693986252 -0.022877773594408679 0.005625873616901444 -0.0035008510179406504 0.039756978250566788 -0.016264825755151858 -0.0006868917720821091 -0.00012114649012356915 0.0080153755079762374 -0.030105736691629054 -0.01034967983923255 -9.5951303860784553e-06 0.019728851637080644 0.0025654883996337296 0.012314253494759139 0.058850737406552035 -0.013141052480087415 -0.0048348316023832825 0.0025275792218068566 -0.012776172275360709 -0.0066139995150514734 0.02525548571191651 -0.0024841965582067718 0.021398801666818536 -0.012830248865138644 -0.011705041920402363 0.07280408244702205
leaf_count=23530 11536 89765 10762 27578 1790 718 13591 305 2540 7890 17275 3966 120 4495 4142 1888 17301 2884 66 3122 2818 65900 2187 6630 397 32470 799 1512 3920 34
internal_value=0 -0.0232821 -0.0636917 -0.0837153 -0.0431617 0.0403704 -0.033624 0.36352 -0.106541 0.00730253 -0.0238422 0.0281705 0.131295 -0.0706853 -0.0153196 0.339032 0.0226178 0.0448833 0.0364372 -0.0712185 0.0691937 0.0519137 -0.0461073 -0.0287124 0.0101511 -0.0138969 0.0449816 0.0279568 -0.103969 -0.218745
internal_count=361931 170579 80814 69029 41451 11785 39661 1023 16131 191352 59408 28424 8792 30984 19632 2008 131944 79862 76978 11012 6784 65966 26489 24302 17672 52082 19612 18813 8096 3954
shrinkage=0.05


Tree=2884
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 497 498 1104 1469 21 1358 21 1452 417 1117 593 749 1392 92 1398 889 981 311 746 951 1321 43 647 590 471
split_gain=26.4684 20.8083 22.2272 30.5442 32.9401 22.2605 29.6596 21.812 21.5954 25.6584 23.9356 24.3693 22.9742 27.6407 22.2691 21.6178 26.8238 25.6793 24.3271 23.4855 21.4736 21.7616 21.4717 21.4269 22.6153 21.4212 21.2949 22.6946 57.4785 20.8183
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 0.63515767152532354 -1.0588145806293296 -0.13431221002227373 1.0000000180025095e-35 4.5933813388752975 0.22281241686935668 -0.35580384355304584 -1.2368671383836196 -0.58017643881618097 1.0000000180025095e-35 -1.0022399627841856 -0.33454737675102236 -0.51497608950140195 1.3149075955530187 2.543085592592472 -0.58224914894363211 3.6288968102052546 0.4454315257619969 0.33406323204304156 2.2744972866152193 -0.87782724458594241 0.58895901036483078 2.9395468797111257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 5 -5 6 -4 -8 9 12 -10 23 13 -2 -14 19 -17 -18 -19 -15 21 -11 -20 -12 -25 -22 27 28 -3 -6
right_child=1 26 3 4 29 -7 7 -9 10 20 11 -13 14 15 -16 16 17 18 22 -21 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.6750219682966816e-05 -0.0001240894356713025 -5.3130116485402353e-05 -0.00032808366225513377 -0.00013212017024937303 0.00010865215106698417 5.3801976284314488e-05 8.2089611081433142e-05 0.0015069696725515417 -6.2361973775440838e-05 -7.7472012359214746e-05 -5.9033694370849736e-06 0.0010450905726182447 -0.00013783125336117721 0.00023497587562319592 0.00022530958098991149 0.00032937196855076435 -0.00048135276171743527 0.00033137318813827643 -0.00064222793172521672 -0.00040162665892718591 0.00030753267876753145 0.00059938694431014748 7.2087181333342523e-05 -0.00053446316666518686 0.00040494784839955499 -0.00036474126884169497 -0.00027571831980840279 -5.7122127964753106e-05 0.00044402003247423982 -0.00052287003686293202
leaf_count=29559 4163 4660 2623 3371 21222 1899 198 53 67524 11643 104584 76 999 408 5798 2230 467 953 305 655 1250 199 610 555 112 301 4157 89769 1349 239
internal_value=0 -0.0209639 -0.0102455 0.0449027 0.0743266 -0.120145 -0.253797 0.426095 -0.0191792 0.0336118 -0.0297154 -0.00789626 0.0908795 0.0214311 0.184374 0.113421 0.176629 0.0110504 0.113639 -0.15974 -0.0357482 -0.0666108 -0.148265 -0.00904874 -0.368897 0.202418 -0.053277 -0.0470346 0.091706 0.10384
internal_count=361931 332372 232437 29605 24832 4773 2874 251 202832 29981 172851 105327 16588 9791 6797 5628 4565 2335 1868 1063 13393 11842 915 105251 667 1551 99935 95778 6009 21461
shrinkage=0.000980392


Tree=2885
num_leaves=31
num_cat=0
split_feature=785 21 885 803 972 507 1323 635 628 907 1470 954 1385 848 638 1466 1248 1465 817 1452 832 144 1050 1456 320 622 3 134 486 346
split_gain=14.8789 16.0176 24.6288 24.9331 24.495 25.8558 30.8166 26.0866 23.5682 22.6725 25.706 21.2554 21.5836 21.3607 21.2352 21.4443 21.894 20.7312 20.5671 22.4502 23.4793 24.8803 26.1986 23.1021 22.2373 30.1541 21.5138 23.5424 20.6322 27.6095
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 1.9682860324222273 0.28702936779318855 -1.0861700333034265 -0.99664486365779348 2.1939519424390106 2.2262810358521508 -0.89587670966412791 -1.319112866592808 1.6276177283287072 -0.77095088139399504 -0.63722082832865312 2.3363763065401777 2.2763907064872897 -0.63361817830438072 4.1805237560306479 -0.5605470670690903 0.70902136653063086 -1.0853401578624611 0.5908129741458672 -1.0291598011004177 0.13944338355182523 3.1329729150046788 -0.2110081818858022 1.5689546936811232 1.0000000180025095e-35 -1.5223518913152987 -0.14942490344880496
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 14 4 5 6 -4 -8 9 10 -7 12 -5 -13 15 18 -17 -11 19 20 26 -22 -23 28 -20 -26 -3 -28 29 -21
right_child=1 2 3 11 -6 8 7 -9 -10 17 -12 13 -14 -15 -16 16 -18 -19 24 23 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0020827000713107761 0.00091374604776416806 -0.019312816502363394 -0.021071572290857196 -0.0077886178588460232 -0.0027886350451107327 0.031873132427957862 0.006937587880274031 0.034677056118808176 -0.013878349076345274 -0.0007160142383974712 0.0036181301819015106 -0.033194327155043148 0.010912299071456631 0.002858961887498825 0.0071698503465010381 0.02047844930164475 0.00010976896241659683 0.019929552377477636 -0.0046410769518931676 0.010934207137131771 0.0015078304873022822 -0.029132708530982709 -0.004583206027672918 0.024036279366959439 0.032133237173263607 -0.023993258708613387 0.039021916137887802 -0.051641508488189436 0.00062466412632310869 0.11188003021743279
leaf_count=29559 91008 1646 668 866 40745 350 6973 365 1803 70501 12566 285 4985 513 3547 930 2105 482 67898 112 14782 857 4025 853 412 193 141 52 2659 50
internal_value=0 -0.0100639 -0.0195693 -0.00132135 -0.00847943 0.0112194 0.137756 0.174852 0.000210849 0.00517957 0.0900996 0.123998 0.167808 -0.199059 -0.0498802 -0.0564462 0.124906 -0.0107354 -0.0637529 -0.00917855 -0.0388937 -0.0157958 -0.162604 0.148795 -0.0879784 0.33819 -0.29142 0.381066 0.056876 0.840839
internal_count=361931 332372 241364 141102 134453 93708 8006 7338 85702 83899 12916 6649 5851 798 100262 96715 3035 70983 93680 25177 21503 19664 4882 3674 68503 605 1839 193 2821 162
shrinkage=0.05


Tree=2886
num_leaves=31
num_cat=0
split_feature=51 607 789 981 381 744 222 639 1325 880 418 112 1453 812 361 890 652 409 770 807 338 1454 1467 541 14 1458 21 1455 1112 1390
split_gain=14.876 17.2563 17.3633 22.8871 24.4881 23.4623 23.3856 21.3913 20.8152 20.7678 26.4882 24.348 27.2896 24.3503 23.617 22.0186 27.846 23.3513 22.7541 25.7437 26.7803 30.6697 34.1434 25.3959 23.7748 23.4572 24.6784 30.4559 23.1924 23.1023
threshold=1.0111847875080273 5.7609878416510298 1.1248358748350926 1.469577105443127 0.68415532788952937 1.0000000180025095e-35 -1.474712923924955 5.4344816226287902 1.8794351925161665 1.0000000180025095e-35 1.5860807182902523 2.2718117149406565 -0.010278269864946675 1.0000000180025095e-35 1.1949469741253205 -1.0182342416987082 1.8627252675032671 2.2294551496329555 1.022720353864724 3.5737384174799574 0.54319667440125596 0.50933602050530713 0.10125702873050858 3.2886627520380656 -1.0352874093152378 -0.33667850201143484 1.3785497256249488 1.1386082259262511 -0.63084081187957219 1.380768442494962
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 8 -5 -6 9 -4 11 -11 15 -13 14 -14 -1 17 18 19 20 24 23 25 -22 -17 -23 28 -28 -27 -24
right_child=-2 -3 3 5 6 -7 -8 -9 -10 10 -12 12 13 -15 -16 16 -18 -19 -20 -21 21 22 29 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0013467091469089511 -0.0022067272727818231 -0.04145570990659711 -0.00096509187778177343 -0.0041836479074890635 0.017317390612577966 0.013564960204859445 -0.012050912034280579 -0.023253160845619028 -0.014440212000915276 -0.00086612844304469628 -0.010907595061746836 -0.011845860367459068 -0.012175483508242414 0.019240242868386853 0.035102437930818638 -0.003524839041004757 0.0069584542208222175 -0.0049021603444873848 -0.0018616761442966827 -0.017561771414708112 0.0024690590213021892 -0.014695196537058117 0.0008494712085022224 -0.025284345517124718 0.005241506892429252 -0.02241766537174178 0.02080532698329347 -0.023622863346324737 -0.0026598372347654809 0.026087140566682133
leaf_count=45564 54984 193 23159 1490 432 1789 5203 886 1557 57306 4857 5802 1424 1115 189 4947 12132 9872 19898 925 51827 3741 5799 606 40558 1010 832 218 3183 433
internal_value=0 0.000822663 0.00118663 -0.047392 -0.0688687 0.116109 -0.202537 0.00744613 -0.037069 0.00834112 -0.0301854 0.0190179 -0.124759 0.0879732 -0.119789 0.0233017 0.0347192 0.0261962 0.0326953 0.0445354 0.0473031 0.019671 -0.0663323 0.0451177 0.0888284 -0.15582 -0.0628866 0.227562 -0.140652 0.0529102
internal_count=361931 306947 306754 33630 30351 3279 5635 273124 24716 272238 62163 210075 8530 2728 1613 201545 155981 143849 133977 114079 113154 67649 15216 52433 45505 8984 5243 1050 4193 6232
shrinkage=0.05


Tree=2887
num_leaves=31
num_cat=0
split_feature=785 519 727 728 869 921 783 126 382 1022 140 650 395 689 1230 209 834 769 518 706 649 712 566 692 934 1324 385 858 766 214
split_gain=42.4861 27.5167 38.4124 31.6549 38.0801 35.3564 62.209 32.5094 31.0732 28.7514 27.679 27.024 25.7562 26.5697 25.7421 26.3306 25.7063 26.9328 25.3458 25.128 25.191 24.9245 23.7655 23.7506 23.6749 25.2055 23.4222 22.9761 23.6733 23.2738
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.6923072129381651 1.0000000180025095e-35 -1.1110989058077336 2.3457019632811744 1.4237363317142799 -0.55738587327289035 0.53390540777970152 1.0794040238867422 0.85558832110916161 1.0000000180025095e-35 -0.63779424894106762 2.1059719136688364 -0.91671528415897374 1.0000000180025095e-35 2.0883641899847656 -0.59541388671558193 1.0825608069246189 -0.45228654518479167 0.37772781070951184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 3 19 11 5 7 -7 9 14 12 -11 24 -5 -14 15 23 -15 -18 -13 -3 -21 -1 -6 -4 26 -26 -2 -8 29 -29
right_child=1 2 8 4 22 6 27 -9 -10 10 -12 18 13 16 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00013426197496535874 0.00019827826016208277 -0.00014265443818424568 -0.00025863055630345196 -0.00013701526202175151 -0.00010037537932507442 -1.1789634113776304e-05 0.00030291660117437219 -4.8835422331036304e-06 7.5371024102660771e-06 0.00071741754802993245 1.2343630266897195e-05 8.6757519278082986e-05 8.1202456156524648e-05 2.3339433521040326e-05 -0.00020745658516563005 -0.00022427436579247601 -0.00015177163830714207 -2.2556052980204664e-06 0.0004696926292238473 -0.00012670091914442907 0.00024849552182019892 7.6807331442130738e-05 9.608397643687986e-05 0.00032152725418696857 -6.1243491203353338e-05 0.00029257838179142437 1.4603346316696595e-05 0.00040898850039174014 -0.00076338059902931197 -0.0008483282406354768
leaf_count=3225 3826 6191 331 33669 82198 18652 4493 62084 5700 372 658 5368 6206 10524 529 446 20381 8802 857 1462 1794 26334 3066 5065 27503 945 20684 285 191 90
internal_value=0 -0.0287723 0.0432234 -0.0351008 -0.0474212 -0.0282833 0.0506027 -0.0428169 0.11722 -0.0758121 0.273728 0.0111811 -0.0817253 -0.0492781 0.215796 0.255559 -0.0722028 -0.108017 0.150767 -0.0631577 0.0892729 0.0578605 -0.0928053 0.29479 -0.00540683 -0.0495604 0.0459944 0.257642 -0.144065 0.151423
internal_count=361931 332372 21518 310854 251671 166407 23711 142696 12071 80612 1030 59183 79582 45913 6371 5842 39707 29183 6225 9447 3256 29559 85264 5396 52958 28448 24510 5059 566 375
shrinkage=0.000980392


Tree=2888
num_leaves=31
num_cat=0
split_feature=280 346 1104 509 1044 970 1394 153 1183 276 271 1050 771 697 14 551 494 911 1406 917 350 1209 1112 982 219 1430 1436 1439 1450 1438
split_gain=14.7871 22.4646 28.0367 20.626 20.5521 20.5491 18.5633 19.2334 18.5462 18.0544 17.6905 22.6862 19.0507 19.155 19.8471 18.5778 19.0514 18.4763 18.1596 22.9675 21.7049 17.6737 17.1919 17.1604 17.9504 17.0754 27.7446 25.538 23.5363 23.4674
threshold=1.4789100365283692 -1.3124880173305316 0.17967731149781957 0.60956817060957857 -1.1779074430132705 -1.0278450331934719 2.6323271052696597 2.2618202995727885 -0.045744603099196236 -0.14330992756182043 0.97972484085949774 1.9404778437879837 0.18661439441979388 0.44572106195353739 -0.01327425318604719 0.64671165885833515 -0.11349467464387639 -0.20358420448637418 1.0000000180025095e-35 -1.2862312054244327 0.44389066294446772 -0.32660117190177901 0.58598135503539051 -1.2935073775291022 -0.40071018380049128 1.0000000180025095e-35 1.0000000180025095e-35 1.7751014654182826 1.1437435207217457 0.73556760293882195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 22 4 5 9 7 -5 -9 -3 18 12 13 14 -12 16 -16 -17 -6 -20 -21 -7 -2 24 -15 26 27 28 -1 -30
right_child=1 3 -4 6 10 21 -8 8 -10 -11 11 -13 -14 23 15 17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0034530928788844718 -0.025500957113127633 -0.0033154444524432364 0.060753367863619415 -0.012228593522156614 -0.001487337817481468 -0.038945090830958783 0.033554863869287015 0.074527986608486779 -0.01957841844765755 0.064756047004795703 -0.010013351782314496 0.047124189858521424 -0.0214741718839912 -0.0011614813693505222 0.025957563290092397 0.074414332437666833 -0.011777367536221987 0.0033126489281714144 0.073493930762712698 0.0012640261516567539 0.019902176148126234 -0.0088708663187336331 0.036141079218827338 -0.027230996184819573 0.12753190570869713 0.00065770707020283595 0.00025414184995476108 -0.014163445290740562 0.0085779485772877664 -0.01087171554841956
leaf_count=57340 191 325 168 7162 10914 669 148 59 72 57 1157 115 1428 76 393 118 517 96 85 3837 1353 635 113 860 22 181139 81905 5007 4676 1294
internal_value=0 -0.0594467 0.473419 -0.068536 -0.0340786 -0.30384 -0.199794 -0.222273 0.710801 0.177507 -0.012987 -0.155981 -0.186016 -0.0691084 0.0563042 0.290891 0.116587 0.909641 0.0239405 0.150976 0.12896 -0.466818 -0.0125533 -0.406884 0.610729 -0.000873654 -0.0208512 -0.0634137 -0.0512079 0.0950051
internal_count=361931 30570 472 30098 22657 1686 7441 7293 131 382 20971 4782 4667 3239 2281 1124 910 214 16189 5275 5190 1304 304 958 98 331361 150222 68317 63310 5970
shrinkage=0.05


Tree=2889
num_leaves=31
num_cat=0
split_feature=652 590 789 1324 1113 615 1368 1359 560 701 1041 0 1115 1311 393 127 1447 292 970 723 651 552 781 1425 21 1453 1450 848 1116 1317
split_gain=14.6632 22.0081 21.101 19.7285 20.711 19.9841 19.4539 21.4607 24.1259 19.9169 22.3974 26.3594 19.2376 20.5137 18.8789 18.8636 18.7022 18.701 18.5948 18.5546 30.1517 32.7211 31.1052 25.6198 26.5077 25.6111 24.9174 22.8346 27.9608 28.2915
threshold=-0.98896428961744431 -0.67541201360492764 1.0000000180025095e-35 2.0264790180449324 0.39089972370587095 1.4758522381807855 1.0000000180025095e-35 1.8113258030550952 0.9916469008219172 -0.71658881675800867 -1.3830297354199581 -1.2096931440375838 -1.4723100388621082 -1.6223600685822197 1.9306075413196593 3.925674747449845 1.2420411362750934 1.9442598851771729 -1.1317978978874674 -1.0570063487222232 1.1107569744011787 3.3057299501607855 1.0000000180025095e-35 -0.49854827941355384 -1.6471741456694959 1.5066730237445995 -0.50472565934813518 0.17428412883095873 2.9156931588094528 -0.16093179951243594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 5 -3 16 14 9 10 -9 -12 18 -14 15 -8 19 -15 -1 20 21 22 -2 25 26 -21 -25 -26 -29 -30
right_child=6 2 -4 -5 -6 -7 7 8 -10 -11 11 -13 13 17 -16 -17 -18 -19 -20 23 -22 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=0.03110898363793857 -0.0011004144978368022 0.0050502009514069969 -0.0030535700084601621 0.019676238672810223 -0.0037373531070218971 -0.0080501022121197956 0.0012510965847370632 0.10949434901665932 -0.023427168988623362 -0.0069279728171349284 -0.04265419028162426 0.014533216296058596 -0.042512348831392086 0.010318597185089078 -0.0058343067838214453 -0.023333182858379854 0.0018924945738986604 -0.020915419223491185 -0.027917361776844347 -0.0058458579467119054 -0.0081256082511578162 0.042599727332039185 0.0071866440768814793 -0.021510806289141305 -0.00033299375472519306 0.0052350747759816489 0.020746091516578101 -0.0050146411360248357 0.051820840482051517 -0.041816320091960013
leaf_count=86 18394 15698 13102 784 6657 1930 114627 39 926 4204 172 988 129 6747 5777 555 18651 291 457 43881 4398 221 9449 358 60466 3076 1285 28335 177 71
internal_value=0 0.0326308 0.0105345 0.049681 0.037892 0.0769668 -0.0107518 0.0106599 -0.125087 -0.0618731 0.21487 0.159179 0.142848 0.170198 0.0171828 0.0232812 -0.0268274 0.184301 -0.323225 -0.0357849 0.0141644 0.0431309 0.035139 -0.0488857 -0.0261255 -0.0989966 0.285271 -0.0316363 -0.0918697 0.654254
internal_count=361931 45881 38171 25069 24285 17628 316050 127288 6329 5403 1199 1160 7710 7167 120959 115182 188762 7038 543 170111 32462 28064 27843 137649 90692 46957 1643 89049 28583 248
shrinkage=0.05


Tree=2890
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 727 497 498 1104 1469 1452 1456 820 1320 290 556 1358 21 910 1184 441 746 951 471 338 913 560 84
split_gain=32.291 25.5496 24.3632 30.6859 33.3308 23.0269 59.0028 22.6591 22.4157 29.6315 21.6731 21.0086 25.1588 30.1392 26.1586 24.7076 24.6884 24.6523 23.7097 24.5046 23.247 21.8566 25.4916 21.3604 22.24 20.9794 20.628 20.605 21.9493 21.462
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.13067971497466105 1.69116793757109 0.63515767152532354 -1.0588145806293296 0.039474337618497217 1.0000000180025095e-35 1.0000000180025095e-35 1.0599184291106585 -1.2172697628737557 0.88563118371529337 1.0000000180025095e-35 4.5933813388752975 -0.0241086401731689 0.2689306506430052 -0.47787415904723435 3.6288968102052546 0.4454315257619969 2.9395468797111257 0.54319667440125596 0.60667346056980065 -0.91026277545683032 -0.9805036543575979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 11 8 27 6 -3 -1 9 -4 -11 12 15 -14 20 16 -2 -16 -13 23 -15 22 -18 -20 -25 -6 -17 28 -5 -29
right_child=1 5 3 4 25 -7 -8 -9 -10 10 -12 18 13 14 17 26 21 -19 19 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-1.6840112774014239e-05 -0.00032681247892334483 -6.6905443452073453e-05 -0.00032904781670447012 -0.00043421468390460221 0.00010846984388430501 -7.0494629893721268e-05 0.00043167918027687879 0.00010227436351264055 5.3599779767105554e-05 8.1978991604782681e-05 0.0015019714416312877 -6.5332823924548817e-05 3.9420139392812673e-05 -0.00014810928193135137 0.00056199155200058854 -8.3572507411362797e-05 -0.00024784973923937833 -0.00016430591739297038 -9.1972965821161423e-06 0.0010437619505843443 0.00035183201547189086 0.00014640035477077475 2.8432760973784018e-05 -0.00053554628418650411 0.00039648619241903593 -0.00052524596253851149 -0.00051270543738924875 0.00035072220680193027 4.1586736002273482e-05 -0.00076278807973266852
leaf_count=12551 1234 4821 2623 676 21222 93730 1384 17008 1899 198 53 67524 10298 906 1302 1653 2135 291 104584 76 700 4325 6263 555 112 239 874 107 2130 458
internal_value=0 -0.0250953 -0.013218 0.0444879 0.0739686 -0.0608151 0.0773599 0.0505712 -0.120812 -0.254839 0.423922 -0.0225597 0.0294714 0.0962697 0.274717 -0.0287462 0.00469903 0.46513 -0.03294 -0.0112439 0.0839703 0.0291327 -0.0361015 -0.0123985 -0.371651 0.103633 -0.242458 -0.136291 -0.0604623 -0.547557
internal_count=361931 332372 232437 29605 24832 99935 6205 29559 4773 2874 251 202832 29981 13497 3199 16484 13957 1593 172851 105327 1606 12723 8398 105251 667 21461 2527 3371 2806 565
shrinkage=0.000980392


Tree=2891
num_leaves=31
num_cat=0
split_feature=760 1371 1457 1386 1315 365 1260 464 1395 403 965 1470 1451 840 960 545 1187 902 844 561 1117 421 483 275 18 953 64 1464 967 1449
split_gain=14.7052 16.7394 20.1015 16.2195 16.6971 20.0449 19.6731 20.9679 19.5674 17.1058 16.1649 21.8115 21 22.8144 20.1078 19.0488 26.4377 22.3415 21.8539 22.3073 20.1332 18.9895 19.7681 26.1432 17.9089 17.871 22.0455 20.6572 18.3622 16.8305
threshold=2.181063439396091 3.4357416210103824 -0.30164077649911097 0.42313824987362775 0.6457164953724982 3.0838905732613653 2.6275574711114849 0.66699641782368668 0.33558606075541858 1.0000000180025095e-35 -0.38291690967569042 -0.085196464809025443 0.3322349954083646 -1.240885075647937 1.3636518285185411 -0.42272316119950532 1.2584150122141946 -0.7599463597248165 -0.090622767155830355 -1.0000000180025095e-35 -0.093598707033607287 0.34651607943227292 -0.36122740501846901 -0.44967007003804177 -0.74102195365028345 0.67505964681462227 0.58408534944085788 -0.27515551436605507 0.63890122574668295 0.25161800432985465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 7 8 -6 -4 11 12 14 -14 21 16 17 18 -13 -20 -18 25 -23 -24 -25 27 -27 -2 -29 -30
right_child=10 2 3 -5 6 -7 -8 -9 -10 -11 -12 15 13 -15 -16 -17 20 -19 19 -21 -22 22 23 24 -26 26 -28 28 29 -31
leaf_value=-3.5213361873601881e-05 -0.0030337934135236666 -0.019381152879395104 -0.017098967456052206 -0.020663527216406755 0.066742230106817985 0.07951465903633409 -0.055330230858322872 -0.020106779364659787 -0.016031658658662237 0.02394177012137344 -0.008122815162611265 -0.021281010712865266 0.060753723537342097 -0.014389965893968801 -0.025159852074878114 -0.016282620934491829 0.15338270917824454 -0.010209232688524186 0.034691801120428876 0.23410100311736315 0.014741109950104261 -0.033401721227689848 -0.046649056946223122 -0.058941903749572123 0.058655850553578338 0.039635620071651945 0.13025194027819084 0.021381146921795338 0.041455560839121788 0.12737879930626242
leaf_count=344431 412 2121 756 653 314 50 65 86 91 280 8373 50 70 714 289 1360 34 557 20 22 32 195 77 38 165 150 36 360 92 38
internal_value=0 -0.00218594 -0.179716 0.00384203 0.142844 -0.0510791 0.553199 0.729223 1.03365 -0.136788 -0.0911549 0.0273163 0.176341 -0.158924 0.327236 -0.176247 0.243304 0.019454 1.46068 2.70496 1.72331 0.411821 -0.0341329 0.412495 0.886847 0.575721 1.13986 0.408974 0.708927 1.43838
internal_count=361931 348847 4416 2295 1642 1086 556 491 405 1036 13084 4711 2636 784 1852 2075 715 649 92 42 66 1563 475 280 203 1088 186 902 490 130
shrinkage=0.05


Tree=2892
num_leaves=31
num_cat=0
split_feature=1097 407 1303 1470 317 785 713 81 1454 1463 1453 1462 632 7 210 705 513 153 7 669 755 710 624 1109 0 1043 139 1454 432 889
split_gain=25.4486 34.4002 27.4141 30.5296 24.6098 24.5268 27.2487 22.8875 22.7752 51.0055 31.7741 26.3119 24.076 22.1573 21.4198 22.4201 26.3806 22.0822 21.2597 21.1658 23.1733 22.6445 23.3329 23.476 21.211 20.8201 20.6843 20.6751 20.5186 20.4699
threshold=-0.64966988391888181 -1.2965003005540392 1.7160994611581364 -1.1417127449306028 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -0.92328623348401984 -0.91909735138557946 -0.37812388882570003 0.47485221662462634 1.1880714473397529 0.13264944672935547 -0.89640785941402479 -1.5255039139934115 1.4125972960924511 1.0454229551509682 -0.65384484993615821 -1.5520406699313545 1.0000000180025095e-35 -0.35097133248099494 0.58490922807009926 1.5762755798354906 0.8944662184494605 2.8398711320926089 -0.45380502689709484 -0.99461852935700212 3.8331818028246452 -0.37965371760331451 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 25 6 -3 13 9 10 11 -7 -11 -4 17 29 -17 -10 -9 20 27 -21 24 -24 28 -2 -15 -5 -23 -16
right_child=1 5 7 19 -6 8 -8 18 14 12 -12 -13 -14 26 15 16 -18 -19 -20 21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.2983586561290562e-05 -0.00016218362032182913 -0.00017996426114749367 -0.00040028746524855798 2.5356803401348019e-06 -0.00015194950640292506 0.00023487432953623989 9.3560010611428638e-05 0.00083855101757938835 -1.0079834527920495e-06 -0.00029807790357535359 0.00078425805518707423 -0.001499486145131571 0.00013597367244334993 0.00078426822018337053 -2.7437292358380382e-05 4.4089733089897215e-05 0.00034102759500133649 -0.00035207256284009163 -0.00028446483779533176 -0.00015648145529693027 -8.0689453348807062e-05 9.3262460400912262e-05 0.00032216787310333469 0.0020875038612342351 0.001042001748379758 4.2841426440112055e-05 4.7634246121095331e-05 0.00049395978377001827 -0.00019958779330414233 2.3588644158959583e-05
leaf_count=11696 4326 1891 642 35175 16739 2880 20455 96 2060 1621 432 57 1091 265 111749 7563 1526 2319 6674 21595 35758 2769 502 36 96 10284 1768 335 3307 56224
internal_value=0 -0.0043794 -0.0479309 -0.0375114 -0.0841134 0.00469515 0.0728272 -0.188687 -0.00373838 0.131738 0.305727 0.214066 -0.112223 0.0297172 -0.00816427 -0.00483006 0.0995694 -0.182821 -0.270029 -0.0531801 -0.0308965 -0.115395 0.0118063 0.46872 -0.037366 -0.0126387 0.174411 0.00920562 -0.0579278 -0.01078
internal_count=361931 241217 120714 111269 31349 209868 22346 9445 187522 6081 3369 2937 2712 2675 181441 177062 9089 4379 6770 99573 71268 28305 6710 538 6172 14610 2033 35510 6076 167973
shrinkage=0.000980392


Tree=2893
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 921 783 934 126 1040 395 1011 990 1230 774 209 1461 1458 826 706 355 1431 691 470 692 1046 1469 1458 1462 1462
split_gain=29.429 22.951 37.8365 31.0719 29.5945 33.9408 74.851 31.9626 28.243 30.8723 28.6354 32.5411 26.7932 26.7642 26.2657 26.0741 24.942 25.0481 24.2758 24.1499 25.2153 24.105 23.7359 25.1052 23.5637 23.359 23.348 26.1961 24.7175 26.0448
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 -1.1794202161759346 0.66415532897360485 1.0000000180025095e-35 1.09266583130301 2.3457019632811744 1.5033568469461875 1.4237363317142799 1.5063652653673414 3.1438252248132805 1.8203795342833418 0.85558832110916161 1.4218347872305723 -0.69841165295377261 1.2472709466282978 0.66595742291584703 -0.91671528415897374 -1.2095226878315291 1.3055744285108648 0.24391125146464598 0.44092648453292183 0.37407200465964635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 19 13 7 8 14 -2 10 -10 16 18 -8 15 -7 24 21 -18 -12 -3 -21 -6 23 26 -4 -13 -11 28 29 -28
right_child=1 2 3 -5 5 6 12 -9 9 22 11 25 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.6433311928920011e-05 7.2004317212582641e-05 -0.00014283414411715139 -0.00025956784068948611 4.6642692337585774e-06 -4.5471014718286749e-05 -5.5827901584062499e-05 0.00014645530229430206 -3.426409865070178e-05 -0.00022207690181098134 -3.9708412072128556e-05 5.2223703686223601e-05 -0.00053901480906999371 0.00046176951722479343 -0.00021859263062532188 0.00016805072754485348 -0.0002245741260069803 8.9151318548514868e-06 0.00074823940587004649 -0.00018096273660508024 2.3399442542549112e-05 0.00066253090986296431 -0.00013770974636868679 -0.00012341505636319431 7.7160289902147928e-05 0.00031966890488272111 -0.00010200049370166543 6.4767376892789383e-05 0.00040722957519657836 -0.00038565281750102228 0.0013016140109118088
leaf_count=29559 26102 6191 331 5700 22368 25374 5197 29802 5285 55163 20070 748 1541 529 2714 446 6408 204 2213 2965 291 68713 10173 12831 5065 7623 6474 1043 722 86
internal_value=0 -0.0249744 0.0408817 0.114458 -0.0307712 -0.0422597 0.0232421 0.0158484 -0.0539482 -0.0236529 -0.0787301 -0.0202731 0.223584 0.213218 -0.032415 0.253874 -0.102404 0.0392986 0.0262953 -0.0648499 0.0848344 -0.114355 -0.0146622 -0.00149522 0.292982 -0.137433 -0.0230953 0.094382 0.038995 0.0844892
internal_count=361931 332372 21518 12071 310854 254950 34826 55904 220124 91777 128347 30654 6738 6371 28088 5842 97693 6612 22283 9447 3256 91081 86492 76319 5396 8371 63488 8325 7282 6560
shrinkage=0.000980392


Tree=2894
num_leaves=31
num_cat=0
split_feature=470 464 115 718 628 357 293 65 1467 345 223 1156 692 73 702 1457 1084 631 981 486 909 698 38 1466 1110 1396 739 601 361 21
split_gain=14.6422 25.5534 20.922 19.0571 22.512 21.5315 21.1932 19.231 29.1654 21.8024 22.0299 21.2534 22.3395 20.1849 19.9783 19.256 19.23 24.6055 18.8787 18.9061 18.5496 18.4833 21.65 18.4581 18.4012 18.3827 22.4235 18.1962 18.9199 18.0783
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3947035982071894 1.0159173274103563 1.8732698406640809 0.19011861193214205 -1.0585801133054142 0.77605621623814935 1.3706863998361938 3.2565327674731033 1.568233825846985 1.0000000180025095e-35 -0.25418427671952654 0.95026170614602845 2.5199291512115889 0.81062637773504254 2.5114855440513213 0.24725159590140752 2.3775666628557892 0.30984872664957502 2.0566706538269872 -1.359417343075642 2.2547579704013709 0.77995716001212811 -0.24472024286594624 -1.1052003289052972 1.0000000180025095e-35 1.2182338416547627 1.6546820818634271 -0.13431221002227373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 -7 8 9 10 11 -1 21 25 -14 16 -12 -18 19 -8 -21 22 -13 -4 27 26 -10 28 -9 -27
right_child=-2 -3 23 5 -6 6 18 24 13 -11 15 12 14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00050664505224277078 0.00037538206776364859 4.8503425168117353e-05 -0.015317751804975539 -0.002433308252343158 -0.017839314462955589 -0.019947169527176969 0.0068395744080045982 -0.0022685933055939865 0.070986932072947539 0.056472881900668959 -0.018053952836735283 0.010301841892772284 -0.0043331007725833292 -0.018391436171185736 0.08528462339501644 0.013537287647817524 -0.03161856280237537 0.19944683907123695 -0.068916596332974547 0.020465478647688648 0.066543381321357717 -0.022587419564646091 0.18571595164120333 0.0048844305724650679 -0.013717494132502547 0.022515665239131493 -0.016286349515270412 -0.026927042100363469 0.029369825337652079 0.0016045761059411082
leaf_count=29229 191352 89765 7350 6211 3094 349 2163 5773 137 113 3333 180 4842 457 39 358 31 20 50 910 91 2559 22 1447 7883 1045 78 1139 482 1429
internal_value=0 -0.0228468 -0.0625073 -0.0499871 -0.0689138 0.0567565 0.200523 -0.0591535 -0.0355619 -0.0559423 -0.05911 -0.0405332 -0.172212 0.19052 -0.070115 -0.263894 -0.338676 1.69283 0.259346 0.280408 0.524028 -0.391935 0.586199 -0.227142 -0.164344 0.259587 0.937685 -0.0465119 0.00744365 0.201388
internal_count=361931 170579 80814 72017 62243 9774 3563 59149 43872 40726 40613 36871 7642 3146 4881 3742 3384 51 3214 3164 1001 2761 202 8797 15277 2689 215 7394 6255 2474
shrinkage=0.05


Tree=2895
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 1038 49 745 145 69 471 1457 1468 837 277 1450 1450 123 1454 1451 684 1452 1465 1458 917 126 886 155 1458 21 484
split_gain=28.9782 22.7822 23.738 44.0739 20.9165 20.8356 23.9626 23.0785 20.0999 19.8082 19.4478 20.4011 19.0548 27.2898 19.9185 30.4948 30.4046 30.1358 28.0317 23.6065 23.0148 23.8118 23.2095 22.2997 22.855 24.3515 21.5201 21.3499 31.0962 22.3201
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.88201376903089468 1.1349154245379338 1.0191313245711819 0.55793522168569576 1.937973578762666 1.0000000180025095e-35 -0.52602710921920071 0.12307085010569886 0.64384972645585192 1.383899167819199 -0.2957953744690755 -0.2485810560534433 2.8501099055791257 0.17628833089535448 0.13675593870780142 1.7787022169090634 0.93617277833781187 3.6265588976010945 -0.29910864056081804 -0.69907333365900237 1.0000000180025095e-35 -0.56028990723182226 0.46428610301282841 0.30711741542581755 1.5676574675808517 -0.56557694782138712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 12 -7 8 -8 -6 -11 -12 14 -14 16 17 20 18 -16 -19 -2 22 -22 -17 25 -25 -26 28 29 -24
right_child=1 -3 3 -5 9 6 7 -9 -10 10 11 -13 13 -15 15 23 -18 19 -20 -21 21 -23 27 24 26 -27 -28 -29 -30 -31
leaf_value=4.8627509114617191e-05 -2.9992196105840836e-05 -6.3908679287255011e-05 -0.00026208060881480763 0.00037892726110603115 -6.2610355978798886e-05 -5.0940303454081169e-05 -0.00016360409874640442 -0.00049855177271176953 0.00082311547788753393 0.00029100986101042285 0.00013185540294518297 -0.00022239324236492556 -3.75895649098776e-05 -0.00025779637329087648 0.00018831378203396001 7.6186067966091921e-05 -0.00030795377340840446 0.00056440687973323097 -0.00031946035259099973 -0.00050295827039335329 -8.1831613791691121e-05 0.00083704081741665611 0.00011105465516511352 3.2466700224555514e-05 5.3885799629948625e-06 -8.9075537454641661e-05 0.00014801366920193254 3.9281126127835876e-05 -0.00077871889249937309 0.00066734934097844873
leaf_count=29559 74569 69820 1206 1780 3944 28280 2590 1573 108 1992 2643 977 44300 3923 2516 19357 1952 1041 717 127 2405 154 549 11641 20840 24053 6522 1776 97 920
internal_value=0 -0.0222058 -0.013387 0.077246 0.0250725 -0.0186387 -0.0775229 -0.253399 -0.119655 0.0556792 0.133996 0.0405648 -0.0111326 -0.0541794 -0.00054551 0.0226942 -0.0260865 0.202368 0.0839212 0.486189 -0.0194836 0.11308 0.0864768 0.0130345 -0.00764434 -0.0464618 0.0389578 0.203555 0.39263 0.474432
internal_count=361931 332372 262552 12542 10762 250010 32551 4271 2698 9556 5612 3620 217459 48223 169236 86814 82422 4401 3233 1168 80470 5901 5747 82413 63056 35694 27362 3342 1566 1469
shrinkage=0.000980392


Tree=2896
num_leaves=31
num_cat=0
split_feature=785 728 578 510 1464 1043 1122 812 1461 553 1469 850 500 766 759 580 1470 1455 829 488 905 1245 66 915 11 700 845 1119 979 566
split_gain=14.8767 16.4966 16.236 17.8466 18.3376 21.7544 17.8775 20.5517 18.7228 17.5008 16.649 16.0382 17.386 18.5148 17.9706 16.0271 16.8787 17.2216 15.956 21.5685 17.02 18.3736 19.8455 15.9025 21.2421 16.05 22.8496 16.4414 16.3856 15.7776
threshold=-0.86283290253235112 -0.49008176997875957 -0.87905496296652397 1.8807458211785479 -0.37108902840936864 0.43693119477850301 0.86394516226487805 1.3776039159878068 -0.2634310735630721 -0.54557977687038239 -1.102089587452195 -0.71655674043578599 0.18743094345596259 -1.1422408279013536 0.78719785370221096 -0.70894225819840462 0.40758165091932236 2.8565720557184995 2.7401532689904644 -0.10147622367203292 -1.208477980403732 0.99588802135998444 -1.3866181155205168 2.0502917455158411 0.90432387756753785 -0.92102355117502022 0.081531951449639053 0.1661639022113395 -1.1374523135376782 -0.85832829553925372
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 -3 4 5 6 8 -8 11 -10 -11 -4 14 -14 -13 -6 18 -18 20 -20 -17 -22 -23 25 -25 26 27 -1 -28 -5
right_child=-2 2 3 29 15 -7 7 -9 9 10 -12 12 13 -15 -16 16 17 -19 19 -21 21 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.01420476879880383 -0.00049024202403746462 0.010203007540187155 -0.017837621317188815 -0.019898620866575848 0.011109510455053186 0.0055291305440986413 -0.026937880065517995 0.040751128666536969 -0.036927143438370662 0.03410709167949063 -0.012798682446737319 -0.00013868412395670956 -0.031170616422254233 0.014925972526066388 -0.029583395485958747 -0.018180188025543019 -0.0063002019446180176 0.047069043908601671 0.0049583405490229212 -0.11221894268009561 0.0090925625114300062 -0.065663624341908935 -0.0034680413194404049 0.0081768005738351388 0.10504898358734811 -0.010807366867546915 0.12665280489635525 -0.047515401426045184 0.03060355699404654 0.015843383778708784
leaf_count=163 332372 3407 540 165 2635 2649 751 56 334 92 874 1805 110 1277 285 360 2944 162 43 33 5271 70 757 200 32 2786 26 87 102 1543
internal_value=0 0.0419139 0.0594025 0.0390298 0.0215742 -0.0537792 -0.12443 -0.43668 -0.0807315 -0.306755 -0.160898 -0.00865923 0.0442113 0.227656 -0.0810614 0.0761225 0.0337236 -0.100193 0.0965637 -0.893567 0.108369 0.1351 -0.172723 -0.111817 0.511999 -0.152492 0.276046 -0.152914 0.976066 0.250746
internal_count=361931 29559 26163 22756 21048 8773 6124 807 5317 1300 966 4017 3477 1387 2090 12275 9640 3106 6534 76 6458 6098 827 3396 232 3164 378 250 128 1708
shrinkage=0.05


Tree=2897
num_leaves=31
num_cat=0
split_feature=728 252 1227 74 696 142 896 8 659 1395 1452 1313 497 557 766 768 902 288 81 208 663 1313 342 561 363 840 85 151 291 895
split_gain=14.5172 17.8266 20.3809 21.8664 19.1403 17.8669 22.6425 22.533 17.8067 17.4276 24.7812 27.244 20.1536 22.1658 20.1256 22.9962 21.2103 23.0431 21.9643 22.5039 23.3674 21.5053 23.8243 20.1665 20.1003 19.8549 24.7554 19.6326 19.35 19.0028
threshold=1.0000000180025095e-35 0.46192366645804389 2.1580054386186571 -0.12531749324005323 0.98849832992628184 3.271476281148161 -1.1308725805994078 0.5245389753130707 0.62821384419828064 0.92286810364009197 0.39976317982519466 -0.42642988411579752 1.656418941702585 1.2422083931297678 2.291391304214403 -0.32735577850372671 -0.075453458087598624 2.2762209893344787 -1.1853482701031897 -0.74488779055662979 1.0000000180025095e-35 0.50411033228401392 -1.0558850486342535 -0.12543049000001172 0.13032350679230514 1.593014926627095 -0.70465411001187539 2.2367420137660932 -1.4872753328418311 2.8270375271782617
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 9 5 -4 -5 -3 -7 -8 -1 12 11 25 -2 27 15 -13 17 18 -17 20 -20 28 -23 -24 -19 -11 -27 -14 -18 -21
right_child=1 2 3 4 -6 6 7 -9 -10 10 -12 14 13 -15 -16 16 21 24 19 29 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00061814545477882881 -0.002020569145248416 -0.0051388207555161545 0.03055446260001576 -0.013146561120465951 0.051069608431380246 0.11523339371539472 -0.020183180739260117 0.053230214401298138 -0.0019933420764232834 -0.0061334608114556599 -0.0070369390217464778 0.0039623496209921305 0.0096552030887697218 -0.020453827425747206 -0.042404631251383842 0.10371251796579438 0.093287965200551368 0.05510273581894503 0.0093813819372319581 0.012250216580177605 0.090453157587674762 -0.026532659765620022 0.013283953285809722 0.058762055984036048 0.18151534189328233 0.08243285286390091 0.0078892601620285715 -0.045378729555625871 -0.0016699948383286645 0.092464897756672215
leaf_count=211817 63627 27390 384 395 57 36 166 103 41024 3396 2665 2678 3829 377 142 62 34 65 89 1122 115 124 244 255 24 66 323 96 1192 34
internal_value=0 -0.0300216 -0.0827533 0.245004 -0.0826888 -0.0961441 0.507673 0.247727 0.00403488 -0.00995342 0.0741279 0.130366 -0.0269401 0.120437 0.22383 0.241401 0.3763 0.595368 0.512936 0.452444 1.16384 0.207585 0.554956 0.745785 1.71498 -0.048971 0.434817 0.169674 0.0166227 0.311147
internal_count=361931 109090 28531 836 452 27695 305 269 252841 80559 12630 9965 67929 4302 6180 6038 3360 1511 1422 1360 204 1849 623 499 89 3785 389 3925 1226 1156
shrinkage=0.05


Tree=2898
num_leaves=31
num_cat=0
split_feature=557 1272 84 1293 774 984 1176 503 486 140 701 1230 139 552 421 1242 1353 1053 56 188 1470 1431 810 889 1423 1015 1074 264 1450 1018
split_gain=14.5957 19.5817 19.8452 22.788 21.7511 22.1682 21.4055 20.5376 30.386 19.9218 21.0908 20.9407 18.2226 18.1221 27.2167 22.671 17.7738 18.2079 17.5725 40.5252 24.6304 21.8327 24.6837 30.963 34.4605 30.3595 27.1599 27.0175 25.7311 24.2838
threshold=-0.89608261094484942 1.0425293070791588 -0.34310788503057393 -0.70283075274201146 -0.68933588480361341 1.1964782474665439 1.1846695270705798 -0.95853330676708703 -1.6485701561084343 1.0233978145400038 -0.38166591896115426 0.38564141960353587 0.30655947435879288 -0.25737805656301366 -0.029085055334378839 -0.87382699986152723 3.1097132057644492 -0.010946471071782081 1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 1.8641952677858011 -0.65819684525605759 1.0000000180025095e-35 2.2885552421444864 1.0000000180025095e-35 -0.72812877908444873 0.38646845251715672 0.20285747808121529 4.2071407255049307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -3 6 -6 -4 9 11 -11 -9 -1 -5 -15 -16 -14 -18 19 -2 -20 22 23 25 28 26 -22 -24 -25 -30
right_child=18 2 7 13 5 -7 -8 8 -10 10 -12 -13 16 14 15 -17 17 -19 20 -21 21 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0016616163724208208 -0.0037730431068963136 -0.0013777805955890933 0.014682914538347089 -0.00036728195782971941 0.054966695520403112 -0.038613574090746706 -0.016161239768415585 -0.0017707857047399387 -0.010327436758669225 0.010662787280387429 0.15748330573683642 0.12170014029422212 -0.007731830145799895 0.0016648350015866526 0.0024240261143797697 0.082890289893556415 0.011667319587911427 0.13539239872205952 -0.016847673836410434 0.00060701903448197997 -0.010736310476920393 -0.0059477186750984089 0.00097352870588106799 0.0061744388781880977 -0.022153187270799967 0.0019278316537086023 -0.0025558975950119196 0.0048745621598051177 -0.0028553319231318965 0.095430013344703524
leaf_count=36724 63709 259 700 2197 404 55 64 183 2776 24 31 21 13750 323 81 148 55 20 881 74132 6409 7208 76824 12960 864 11354 15305 28537 5911 22
internal_value=0 -0.0419697 0.0718907 0.199985 0.535411 0.788004 0.922567 -0.0479571 -0.137977 0.700383 1.91877 0.291241 -0.0611489 0.0912588 0.480727 1.11878 -0.146206 0.965495 0.00145521 -0.0200603 0.0158929 0.0179548 0.0226929 -0.0146371 0.0534015 -0.0543181 -0.0994444 0.0430192 0.0698316 -0.0474358
internal_count=361931 57815 7266 3531 782 523 468 3735 3035 259 55 204 50549 2749 552 229 13825 75 304116 137841 166275 165394 158186 52825 19757 33068 21714 105361 18893 5933
shrinkage=0.05


Tree=2899
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 869 921 783 934 126 1022 140 912 789 395 831 566 495 1462 706 649 810 470 858 209 766 214 858 774 84
split_gain=33.4548 25.9651 39.9584 31.8733 29.9885 36.1215 37.3266 59.4541 35.3353 31.5786 27.0553 28.0096 27.0635 26.5879 26.5059 25.7022 24.4944 24.3336 24.8532 24.1746 25.2251 23.7822 24.0838 23.665 23.5734 23.397 23.996 23.3954 23.2039 26.2228
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 2.0688630952352867 1.1248358748350926 0.66415532897360485 -0.28565029843383832 2.1710320005650359 0.86659163105887627 1.4813153935732892 0.85558832110916161 1.0000000180025095e-35 1.0000000180025095e-35 0.66595742291584703 1.0825608069246189 1.3930109656029248 -0.45228654518479167 0.37772781070951184 1.0825608069246189 2.0337706395076944 0.59871571442279004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 19 13 8 6 9 28 21 10 12 -12 14 24 17 -16 -7 18 -6 -3 -21 22 -2 -9 -4 26 -25 -5 -8 -30
right_child=1 2 3 27 5 16 7 23 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=5.0050381099298329e-05 0.000170850582892676 -0.0001425961439232209 0.00031652752514776581 5.4352185877463212e-05 -0.00010601817885222439 -9.492731420408031e-05 -2.2383473991785738e-05 0.00030326213862270581 -3.7792568324162003e-05 -2.8354744206784655e-06 0.00071237575658193632 5.4610683611561759e-06 0.0001656825502844447 -5.6145993489914656e-05 0.0001170096095972348 -6.308779928088341e-05 0.00011008878871755755 -0.0002175294233615819 9.2148249074254507e-05 -0.00013106405422232175 0.00024440568397801778 -1.4509775107611261e-05 -2.7944115963848291e-05 0.00040618129731961352 -0.00019050016418327873 -0.0007667694258395671 -0.00086500862569566695 -0.00035017266034615145 0.00061168490728817583 -0.0001835189499131373
leaf_count=29559 12174 6191 4829 5055 44909 83511 18075 4522 29802 62837 373 667 2213 1127 5147 14814 2867 10045 3617 1462 1794 10530 3398 285 415 191 91 645 497 289
internal_value=0 -0.0259598 0.0439934 0.119455 -0.0321148 -0.0436586 -0.0251481 0.0555067 0.0147535 -0.0399441 -0.0721909 0.265138 -0.0778665 0.219277 -0.085755 -0.0178519 -0.0875363 -0.11474 -0.0906765 -0.0645818 0.0849112 0.0752728 0.126744 0.257521 0.282749 -0.150241 0.142974 0.00848017 -0.0051936 0.347678
internal_count=361931 332372 21518 12071 310854 254950 168572 23950 55904 144622 81785 1040 80745 6371 78532 19961 86378 58571 48526 9447 3256 26102 15572 5089 5244 567 376 5700 18861 786
shrinkage=0.000980392


Tree=2900
num_leaves=31
num_cat=0
split_feature=1464 1454 1452 1466 1464 1466 1368 1459 658 1457 1457 530 1457 1468 21 1457 1453 1458 21 1457 1467 1450 1459 1463 1461 1465 767 1457 1457 1451
split_gain=14.5636 27.3635 32.4292 39.1663 41.2349 33.913 36.7303 32.2596 24.5283 22.9831 30.4575 22.8878 22.1108 33.4331 27.3559 27.1866 76.5255 43.2399 41.2835 42.24 40.6607 35.2362 32.1773 30.807 29.9133 59.9016 27.2972 27.2812 49.1395 42.4652
threshold=1.5993600128483978 1.0000000180025095e-35 0.52142301186363793 1.4251016753579637 1.8829436135215958 0.08475042636293445 1.0000000180025095e-35 0.37882653492821733 -0.76600303368020251 -0.40593421939817159 -0.32527573851921721 1.0000000180025095e-35 0.68635126017805159 3.2937191260639342 -1.6471741456694959 0.31419197391419401 1.1632792557058573 0.19850331643925798 0.81122649975724037 0.32467392806057416 2.8240099058248513 -0.70010617588127 0.90775512621911081 0.95688614287810314 1.4098417307792441 -0.086068629075202727 3.1462871021196559 0.18998039427901892 0.14149010266814824 -0.051019922992007853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 7 8 -7 -2 -4 -3 -11 -10 13 15 -15 27 17 18 19 -17 22 -20 -19 -23 26 -26 -21 28 -1 -29
right_child=1 9 5 -5 -6 6 -8 -9 11 10 -12 -13 -14 14 -16 16 -18 20 21 24 -22 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00037909772289402579 0.016818705043558934 0.0095762650674671174 0.030440067977028515 -0.051413691291130562 -0.016613265113722627 -0.0007163210861938715 0.038630161607840649 -0.03024970010297795 0.0019308622352114434 -0.039593224290692314 0.0021892425348595547 -0.049653904610675217 0.0016910559049327673 0.056171999941606023 -0.0147825170990964 -0.036427624425080497 0.014817667353045523 0.0041124222262258273 0.028156916922639098 -0.012538054901326139 0.054999371832758326 -0.0072774874899993172 -0.016846683157783673 0.032245437773086853 0.035918580598444542 -0.034615498870710686 0.11527260584701693 0.00024682328586790239 -0.01157438612183484 0.01420803201661178
leaf_count=235080 1124 6613 118 393 2844 659 503 264 177 259 9497 253 53859 92 3044 1178 2245 5028 487 13055 143 2653 1245 236 429 298 27 9817 6142 4169
internal_value=0 0.0503613 -0.0879338 -0.206695 -0.14205 0.163585 0.376991 0.175039 -0.29279 0.0943177 0.0250979 -0.538005 -0.00857933 -0.0171227 -0.260295 -0.0144164 -0.0864751 -0.128632 -0.19157 -0.25329 0.0322137 0.0263079 0.000514309 -0.0705474 -0.216139 0.241028 -0.245628 -0.00690721 -0.0128072 0.094715
internal_count=361931 22704 6335 4625 4232 1710 1162 1388 548 16369 9756 430 339227 285368 3136 282232 27024 24779 18363 14987 6416 3376 6273 2889 13809 727 13082 255208 241222 13986
shrinkage=0.05


Tree=2901
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 869 921 783 934 126 789 1022 140 912 706 355 566 395 824 836 495 1462 858 810 470 1470 209 774 84 766
split_gain=28.3219 22.5257 37.28 31.7381 27.7645 33.8834 37.6901 54.9852 33.2923 29.3807 26.8448 26.8306 28.196 26.6262 24.58 25.2046 24.5199 23.931 25.613 25.6503 24.4851 24.5462 23.4376 23.3862 24.4027 23.3819 23.3617 23.3432 26.3181 23.2081
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.6552641023399333 -0.38614692990375338 2.0688630952352867 0.85558832110916161 1.4218347872305723 2.1710320005650359 0.66415532897360485 -0.69589710308128683 -0.29339260159172459 0.86659163105887627 1.4813153935732892 1.0825608069246189 1.0000000180025095e-35 0.66595742291584703 -0.20346321258382891 1.3930109656029248 2.0337706395076944 0.59871571442279004 -0.45228654518479167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 14 10 8 6 9 27 23 11 26 13 -13 17 -3 -16 -7 20 19 25 21 -6 -9 24 -2 -19 -4 -8 -29 -24
right_child=1 2 3 -5 5 16 7 22 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 29 -25 -26 -27 -28 28 -30 -31
leaf_value=5.0014215155766737e-05 0.00017383372356554128 -0.00013870590461114248 0.00031562791003526185 7.2065765633147511e-06 -9.7482606498041838e-05 -8.7138893032283354e-05 -1.3750147125329378e-05 0.00030249790160210909 -3.1820973016659639e-05 1.9245427849314547e-06 -5.911075439050471e-05 0.00072112920239067718 1.043021009393998e-05 0.00017129127446772365 2.9754407796398937e-05 0.00066979221495758504 0.000118572511676318 -9.195374796023401e-05 7.1915090497041574e-05 -0.00013416080110324177 -0.00020984399735482717 9.9997989196769715e-05 0.00014001925165172183 -1.1026422031603028e-05 -2.6587663017664355e-05 0.00039346624419760645 -0.00018983874364335491 0.00062307562992287217 -0.00017494586719240981 -0.00076475862911413604
leaf_count=29559 12174 6191 4829 5700 44909 83511 18075 4522 29802 62837 1127 373 667 2213 2965 291 2867 917 9579 8590 10045 3617 376 10530 3398 875 415 497 289 191
internal_value=0 -0.020018 0.0452468 0.118235 -0.0257704 -0.0369144 -0.0189486 0.0622947 0.0194142 -0.0338564 0.218032 -0.0650513 0.271532 -0.0707232 -0.059849 0.0913196 -0.0795544 -0.0785721 -0.0139686 -0.0870243 -0.10623 -0.0820131 0.25688 0.0782503 0.129375 0.148496 0.281927 0.0037282 0.358268 -0.149509
internal_count=361931 332372 21518 12071 310854 254950 168572 23950 55904 144622 6371 81785 1040 80745 9447 3256 86378 78532 19961 10382 58571 48526 5089 26102 15572 1792 5244 18861 786 567
shrinkage=0.000980392


Tree=2902
num_leaves=31
num_cat=0
split_feature=253 1465 1456 1466 1029 1387 49 18 1010 816 1105 973 1430 2 356 415 263 509 1381 238 352 1324 83 227 21 1469 363 422 545 1308
split_gain=14.6715 18.4666 20.1568 18.2146 23.6078 19.348 18.0446 28.569 18.3319 18.1611 18.9208 18.0181 21.8684 18.6195 20.1377 19.3388 22.3621 20.6241 20.2999 20.0395 18.7174 17.8632 26.2571 18.2883 17.6888 19.3302 17.4479 18.2441 18.2941 18.2764
threshold=1.0000000180025095e-35 3.116712650924125 5.6068634316437889 4.3648409664323795 1.0000000180025095e-35 -0.16422641696411058 3.6329264928364817 -0.85137410665495239 3.0713252103476614 2.2619250002047715 -0.81445166379070166 -0.18632128089513963 1.4660437873930479 3.2235193044207455 -0.99348070103046349 0.46450893195313442 1.6445160113075163 1.1030079600949181 1.874958210032313 -0.99170052509132733 -0.90161253280015463 0.9037051842793784 -0.32158318667429203 0.96080576475313773 -3.2545899522946695 -1.2083100587446829 2.4283462479559659 0.4784012721572875 -0.42272316119950532 0.63103079391464312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 8 -8 24 -10 -11 13 21 15 -15 20 17 -17 -19 -18 26 -13 -23 -24 25 -1 -2 28 -28 -30
right_child=11 2 -4 4 -6 -7 7 -9 9 10 -12 12 -14 14 -16 16 19 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.060536083588988147 0.0046874603907754511 0.0062683469422886388 0.056978309339741233 -0.036955245703853459 0.0050565734346887554 -0.0033312885720317219 0.033270005204876656 -0.027716150061561053 0.010741664329861586 0.045662751883082893 -0.053989357747265446 -0.0026305837571791494 0.0044327110753684977 -0.029754412595143904 0.050336769523328377 -0.0037355560298826702 0.090461312495591015 -0.023492043938115128 0.037290467537349874 0.011059156743339942 -0.00022793704422225563 -0.01688222104999627 0.00049538385575776094 -0.017737663742109153 0.00012162834549916749 0.034013149084292864 -0.046890076465901348 0.087883310834186559 -0.003594882011879675 0.09865904107674002
leaf_count=33 10304 3968 72 504 509 320 118 811 2599 23 97 52428 4940 66 169 11637 36 1718 118 509 38618 4179 4069 1094 222434 317 79 65 61 36
internal_value=0 0.00575912 0.148142 0.00285436 -0.243423 -0.473143 0.0045446 -0.35401 0.00570262 0.177739 -0.624002 -0.0263506 -0.0568823 0.00190437 0.64475 -0.000765732 -0.0863952 -0.11135 -0.392558 0.336314 0.0201403 -0.0718504 -0.173855 -0.062866 0.00324275 0.514458 0.107418 0.773929 0.292056 0.867875
internal_count=361931 231805 4040 227765 1333 824 226432 929 225503 2719 120 130126 66710 63416 235 63181 14018 13473 1836 545 49163 61770 9342 5163 222784 350 10545 241 176 97
shrinkage=0.05


Tree=2903
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 727 497 498 1104 597 913 560 84 471 900 356 294 983 291 1452 1178 696 739 900 1390 134 844 72
split_gain=31.7897 27.4409 24.0362 30.7468 33.4404 23.6105 58.2385 22.9994 22.7027 29.6618 21.77 20.8085 20.7558 21.9969 21.4271 20.2319 20.1935 19.7064 19.0109 19.8285 21.5793 19.441 19.43 25.2746 24.7627 22.7969 22.6226 22.3962 21.0791 19.9061
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.13067971497466105 1.69116793757109 0.63515767152532354 3.1596628491584919 0.60667346056980065 -0.91026277545683032 -0.9805036543575979 2.9395468797111257 -0.63749923242861428 -0.88459116152366701 -1.0512600517341089 2.3420233229717393 -0.87266075798125498 7.8703129826943803 -0.57333694926911372 0.49242820582772134 1.2177549451092726 0.48923120718859159 0.52398019644753535 1.0618597429748491 0.031741808495168812 -1.3555031805197297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 11 8 12 6 -3 -1 9 -4 -11 -2 13 -5 -14 18 -13 -8 -6 21 -21 22 -20 25 26 -24 -25 -28 -26 -29
right_child=1 5 3 4 15 -7 17 -9 -10 10 -12 16 14 -15 -16 -17 -18 -19 19 20 -22 -23 23 24 28 -27 27 29 -30 -31
leaf_value=-2.016358454968333e-05 -2.5886731007551931e-05 -6.7734634859006646e-05 -0.0003322546928962234 -0.00043684780921618074 -0.0003633959751714124 -7.4122966917602984e-05 -0.00022881845350973022 9.9954692445377525e-05 5.2323774424063627e-05 7.8705083452903252e-05 0.0015029324043545227 -0.0006620384711524957 0.00034636646072440391 3.9470615777516752e-05 -0.00076609574205234172 -0.00051659449295605553 0.00030325329272726443 0.00051821881864693949 -4.1631322550185219e-06 0.0013680390836530707 0.00029344919808085927 0.0016679286423248174 0.00010944315737697564 -0.00014735878893141037 0.00012451519216000569 0.00030654239791034587 5.6047869892531076e-05 -0.00051416513624153641 0.0011016684584087191 0.0010589822502870443
leaf_count=12551 201595 4821 2623 676 432 93730 198 17008 1899 198 53 107 107 2130 458 239 1130 1186 5858 112 362 25 5636 2710 269 4425 980 58 156 199
internal_value=0 -0.0273856 -0.0150762 0.0422372 0.0717417 -0.0643894 0.0755947 0.0477538 -0.12323 -0.258117 0.421422 -0.0243533 -0.138829 -0.0627051 -0.55137 0.101454 0.236382 0.436434 0.108328 0.116894 0.558325 0.107026 0.104287 0.144565 0.00863034 0.201921 -0.0428549 0.198554 0.508634 0.788254
internal_count=361931 332372 232437 29605 24832 99935 6205 29559 4773 2874 251 202832 3371 2806 565 21461 1237 1384 21222 20790 474 20316 20291 14433 4372 10061 3947 1237 425 257
shrinkage=0.000980392


Tree=2904
num_leaves=31
num_cat=0
split_feature=1097 407 1470 785 713 317 210 1455 1468 1441 1316 705 497 751 706 485 471 400 1011 1050 843 3 441 838 1470 420 917 1371 689 1470
split_gain=31.4847 40.4775 29.1568 27.4369 28.552 25.0422 24.2193 23.6232 33.6208 22.7707 22.0418 21.7698 32.0548 30.2645 35.0617 32.5273 32.516 31.3134 27.4917 27.4754 27.3894 26.1677 26.1168 25.0554 24.8259 24.1804 24.5145 23.9588 23.9043 23.4813
threshold=-0.64966988391888181 -1.2965003005540392 -1.1417127449306028 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -1.5255039139934115 1.3141790966806519 1.2465044061975814 1.0000000180025095e-35 3.082446281390649 0.86867179873090239 2.4192885550665473 1.0000000180025095e-35 1.1146790133751479 1.4180244646456936 -0.93081268283970298 1.0259332867957627 1.3326183996331451 1.6216225197374665 0.028239517389427555 1.8796059881274112 -0.90226645347154355 0.63636742816533032 1.8228403992911375 -1.1473864459905869 -0.35516658019639308 1.0000000180025095e-35 -0.35702610058098444 1.2078533108621594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 -2 -5 9 -9 -4 -10 13 18 16 15 17 -8 22 -13 -20 -17 27 -15 -22 28 -16 -27 29 -19 -18
right_child=1 3 7 6 -6 -7 11 8 10 -11 -12 12 -14 14 25 20 21 24 19 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=5.1043624485327876e-05 -1.8648183320424414e-05 -0.00018138079985254585 -5.0818978082633121e-05 -0.00018242217307934454 9.8135050127634907e-05 -0.00015903291626463481 -0.0001734994287111745 0.00011990564327216454 -0.00030183294906153816 -0.00013157098994881315 0.0016830303505602005 7.9462134453297412e-06 0.00027625573547760074 -0.00023018080684063821 -0.00056955306482311594 2.4455265027471122e-05 -6.4028531093472388e-06 -0.00011880626414137109 0.00023313677974299077 -0.00038905458822852064 0.00023749579365824332 0.00014536635908147608 -1.7061075489727582e-05 0.00080858090854897568 0.00063685708728997614 0.00037544098729091086 7.0424440344557355e-05 -0.00015696547428500931 0.00020514608969957258 -0.00012372299067372349
leaf_count=12690 14610 1891 63352 4527 20455 16739 9446 6608 1427 36609 28 37696 2277 3194 283 2442 58039 1701 3740 341 1560 3695 31075 371 415 2816 3041 7862 3325 9676
internal_value=0 -0.00470077 -0.0530325 0.00513716 0.0770281 -0.0909386 -0.00377463 -0.067801 0.051915 -0.0797815 -0.266866 -0.000287719 0.0408547 -0.0144407 0.0294197 0.00922365 -0.039246 -0.0116872 0.0269508 0.188194 0.182114 -0.0259586 -0.0363594 0.361625 0.146439 0.202181 0.231537 -0.0352266 0.100893 -0.0227574
internal_count=361931 241217 120714 209868 22346 31349 187522 108024 8063 99961 1455 182995 44054 138941 50223 44083 88718 39710 41777 4081 4373 79272 34269 1931 5441 6140 5857 75577 5026 67715
shrinkage=0.000980392


Tree=2905
num_leaves=31
num_cat=0
split_feature=888 759 972 569 280 690 1311 12 147 698 7 844 1385 565 1449 67 1258 909 1043 563 1037 696 78 1037 631 1184 357 1379 71 9
split_gain=14.9548 16.9275 20.8522 18.322 17.8865 23.7957 19.205 18.6572 18.0714 17.8912 19.9457 17.7053 18.4394 21.0833 22.5851 18.2874 17.5088 18.6578 17.6693 24.6611 25.2329 23.1851 22.9397 20.728 20.2816 19.4972 19.0434 18.4972 17.5602 17.7843
threshold=1.0000000180025095e-35 2.1361056549418347 -1.2246888809177121 0.52602231833944024 -0.87766184637535438 -0.73147185380092938 2.2562278445832713 -0.67699246447999906 -0.093269447294263286 0.63606750725357297 -0.57469983437757111 -1.420672502492778 0.66176921856521609 -1.7910552759444827 -0.075572632224640987 1.2768083970603095 0.1644517153500816 -0.79863364588197883 1.1555444750675123 -0.22984737351839896 0.47722866803880393 2.2711300922351723 0.59277765961125606 0.33017984992401822 1.2161577392413176 0.71897368341932066 -0.75954675805482474 0.39094954246061359 -0.098370226068259917 0.2273207884949533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 11 5 -5 8 -8 9 -7 -11 -2 15 14 -14 16 18 -18 21 -20 22 27 23 25 -24 -21 -22 -13 -19 -30
right_child=1 2 -4 4 -6 6 7 -9 -10 10 -12 12 13 -15 -16 -17 17 28 19 20 26 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.2379802108110537e-05 -0.013041104737418761 -0.032763599761325181 0.017295316747763245 -0.021062439141929571 -0.010512618786346416 0.0081029299710478411 0.16445665249836997 0.0043494773798281438 -0.0086051114473628416 0.002291553603148983 0.080051537740638015 -0.003130185611953953 -0.0068865513428320929 -0.0081510761367722031 0.1356746028754634 0.010816917240948378 -0.018896552075340939 -0.0096273206478292139 -0.005725176776989329 0.025750898394682566 0.033526554571911574 -0.033119329216755436 0.053031279691260202 0.087781980783202262 0.15829722623717166 -0.03245279094186989 -0.028173575614564211 0.0069711508399973726 0.010474352435531352 -0.0098477494816361661
leaf_count=315733 2597 223 1291 499 9915 432 26 23 547 80 124 7417 50 5759 28 2015 1830 3086 702 463 106 336 163 54 25 114 203 5082 1981 1027
internal_value=0 -0.0499933 0.231961 -0.0591084 -0.159383 0.0886949 0.282173 1.86253 0.212669 0.493104 1.05099 -0.0304701 -0.0149826 -0.145466 1.2217 0.0154067 -0.00872352 -0.108588 0.0433426 0.26154 0.467876 0.00675669 0.677906 0.461193 1.37875 0.322388 -0.117528 0.0250358 -0.04856 0.0806778
internal_count=361931 46198 1514 44684 11646 1731 1232 49 1183 636 204 33038 30441 5837 78 24604 22589 7924 14665 1830 1128 12835 819 631 188 577 309 12499 6094 3008
shrinkage=0.05


Tree=2906
num_leaves=31
num_cat=0
split_feature=785 181 837 277 567 1256 1286 8 1463 1011 402 1464 1454 978 1048 727 142 1450 1451 1451 1458 1452 1456 1459 1463 1467 1454 470 1457 917
split_gain=29.9693 23.5385 22.0371 28.9461 27.6631 22.749 22.3197 28.7476 27.5109 35.6531 22.643 22.4436 20.3253 22.3521 21.1801 20.1651 19.5733 19.4472 26.6426 25.212 33.428 33.0438 27.1494 24.8546 24.8554 27.0458 23.7687 24.7561 22.2019 21.9755
threshold=-0.86283290253235112 1.0000000180025095e-35 0.64384972645585192 1.383899167819199 0.92516156521891413 -1.5427084609334123 0.78161905918100072 -1.3201780167189929 -0.043407658172389896 1.0000000180025095e-35 2.3072461888407707 0.46787064418763252 -0.672122352939171 3.0027013568658325 1.186522249830128 1.0000000180025095e-35 -1.1002423157282424 -0.2957953744690755 0.59897055457132509 0.88359250333053418 0.40777385144286077 1.3895128202463656 0.37396721338577926 0.43577943106047246 1.1980566001670445 4.808695702623436 -0.53254169354491554 0.66595742291584703 -0.49149927429923285 -0.67390942486905525
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 5 4 16 -2 17 -8 10 12 -9 -12 14 -14 -10 -1 -4 18 -7 20 21 22 28 24 25 -21 -24 -28 -20 -19
right_child=1 -3 3 -5 -6 6 7 8 9 -11 11 -13 13 -15 -16 -17 -18 29 19 23 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.5236745544073293e-05 -0.00016524010545270921 -6.6892423315963862e-05 0.00010981975234543702 -0.00024692267217926522 7.6890380562287904e-05 -5.6599587818734461e-05 -0.00021057810380722332 2.1515152538703534e-05 0.00017604014001936901 0.00027006062998537824 -0.00052778839216279731 0.00038789396806946915 -1.4692840118509626e-07 0.0014630565282105388 0.00090767880068006097 9.7334642220741526e-05 -8.0227186157060486e-05 7.1784973053451253e-05 7.257772101266718e-05 -0.00023032150109767038 -0.0002374939484808724 0.0011661687591140997 0.00074021821597255988 0.00014024901447926819 0.00021121335202061291 0.0016363007154330442 -0.00054550802237285953 0.00042635014538197781 0.00053243296279063162 -1.1255275347564908e-05
leaf_count=12551 5436 69820 3171 4948 8236 67300 2405 21233 1614 4808 624 129 8123 40 187 17008 42470 19940 818 3453 666 147 110 2625 719 23 555 152 1260 61360
internal_value=0 -0.0245742 -0.0156119 -0.0578085 -0.0427677 -0.00514894 -0.00166797 0.0447569 0.0582806 0.129053 0.00834547 -0.356436 0.0534346 0.00844376 0.266176 0.0484493 -0.0675667 -0.0139444 -0.0401149 0.061977 0.207982 0.304819 0.245626 -0.0172326 -0.126951 -0.213476 -0.114406 -0.291153 0.373127 0.0100482
internal_count=361931 332372 262552 58825 53877 203727 198291 39163 36758 14772 21986 753 9964 8163 1801 29559 45641 159128 77828 10528 3708 3042 2895 6820 4195 3476 817 707 2078 81300
shrinkage=0.000980392


Tree=2907
num_leaves=31
num_cat=0
split_feature=785 1076 1004 1020 969 498 1457 900 498 564 290 564 1173 1184 1038 1246 1248 368 526 816 49 910 1047 917 1309 1088 1382 639 1151 60
split_gain=15.0806 15.6044 48.9473 37.8544 24.5046 21.6082 21.1696 20.9874 19.5888 24.3846 22.5003 21.5671 20.8609 22.5404 21.5763 24.7696 20.5415 22.7405 18.5596 18.5293 20.517 18.3323 18.1488 20.9601 18.6568 24.4585 25.3537 22.5096 21.842 21.6611
threshold=-0.86283290253235112 -0.58297395077464731 0.59444477453878863 0.44670980992553178 2.0231898336833463 2.4570082903855099 2.1945478349411114 -0.070138514607184413 1.0347333494444444 2.5725978528513194 1.5512262255503753 1.9546110090380651 -0.39161151060327609 -0.88020835537807163 -1.1907594900642435 0.11779296892650075 -0.14020938146527459 1.0000000180025095e-35 2.3757057381457001 1.6237992503990648 2.3839209586872081 0.63903975075162534 0.97071793319108679 4.3127385003387806 1.0000000180025095e-35 2.7639737144699819 0.88079693355451971 2.6155476492659502 1.481418445396719 3.4231397208058323
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 19 6 -5 8 -6 11 10 21 12 16 14 15 -14 -2 -18 22 20 -4 -10 24 -24 27 29 -27 28 -3 -26
right_child=1 18 3 5 7 -7 -8 -9 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0021208497014500718 -0.0014840430175000767 -0.0013010168181712546 0.0062198735188604536 0.016490591614793586 -0.0026576617547180593 -0.060735452695605333 0.01129629567564229 0.019583001802732425 -0.0029432105406759527 0.040235233590042094 0.022051206027023179 -0.013048559579385124 0.075316123436931628 -0.0009417669774314431 0.0074925635745885025 -0.0037288579002523084 -0.017619280924329329 -0.0026182346598102395 -0.007113632892345581 -0.010303308537651558 -0.038906309673808426 0.012101817165114444 -0.0038864405662518194 0.050165854486110995 0.0015436297224569128 -0.022545328734615247 0.012722289527424831 -0.010449757074372608 0.0044844256206523969 -0.020882896963058617
leaf_count=29559 7437 153916 5581 4090 877 46 1549 1245 4607 204 550 2456 141 21108 2339 168 3302 2720 10087 1112 169 1326 24211 76 66046 1066 329 5172 9782 660
internal_value=0 -0.00967694 0.0234108 0.155844 -0.00873926 0.31416 -0.0203399 0.219612 -0.0301049 0.0816602 0.0561715 -0.0508039 -0.0364402 0.00436687 0.227187 0.90571 -0.112885 -0.218963 -0.0176126 0.0493695 0.103396 0.0104273 -0.0145066 -0.0735713 -0.00793639 0.0215722 -0.275178 -0.0229592 -0.0186206 0.0273773
internal_count=361931 332372 61027 10998 50029 4136 47907 2122 46358 6687 6483 39671 37215 23756 2648 309 13459 6022 271345 6862 5750 5933 261258 24287 236971 68101 1395 168870 163698 66706
shrinkage=0.05


Tree=2908
num_leaves=31
num_cat=0
split_feature=1442 705 831 785 828 620 702 138 14 1101 835 1355 618 834 963 1182 1178 212 152 1104 846 555 451 1390 1187 844 630 828 691 1325
split_gain=14.4244 20.392 24.1933 25.9135 23.6889 21.8217 20.0274 22.2252 21.4455 20.6577 20.4405 20.3711 20.288 19.4655 19.7146 19.3388 22.5832 20.1993 19.6107 19.1526 24.309 28.4615 20.6371 20.57 18.8323 18.5606 26.7849 18.5339 19.1303 18.1576
threshold=-1.2625182715263061 0.87723755459486374 2.1004357191690395 2.9970139449733542 -0.85783233742811538 0.88084169889549835 -1.634372087230789 0.011185647378879829 -1.7926358038970283 0.97021963522769938 2.8379655914903021 1.8622484740039453 -1.0763699406111171 2.4862388063510124 0.96270076238734315 1.1513847253069198 -1.1787585130222757 2.0896688750339902 3.0811877539223738 -0.43688756610038687 0.19361153178804166 -0.44892272233114283 1.4809802044803921 1.5905030652253218 -1.4230774422041457 -1.5217562823783857 -0.037593266356341838 1.0726466695576369 2.0429339742481996 -0.23376552126619701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 13 3 4 -3 -6 -1 8 9 -8 -10 29 -13 14 15 16 -2 18 -17 20 21 23 25 -16 -7 26 -23 28 -21 -9
right_child=1 2 -4 -5 5 24 7 11 10 -11 -12 12 -14 -15 19 17 -18 -19 -20 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0090057282955260561 0.0082685641925370028 -0.0042286608604832571 0.012594606125890865 0.014065821787924962 0.0010026081036042609 -0.04568525621066389 0.039967290769489509 -0.0037115150454803732 -0.0046831019008558858 -0.023629908609259485 0.019269055435914402 -0.017728805623602666 0.023474054629239904 -0.0082886264859586816 -0.013674315507529192 -0.00281076926599062 0.00049111046162163795 -0.020743891268042301 0.037525313980940264 0.00092548652559115013 -0.014427257784268703 0.064661693969230591 0.017452063919855248 0.019550797103687959 0.0082444279505038236 -0.0023234620384950536 -0.033299953799956393 -0.0079163707809523018 -0.014274985745690558 0.0023647033011434367
leaf_count=2523 5693 9801 2281 1973 41145 118 360 15901 44387 123 588 244 773 4594 4005 18515 140719 989 141 26706 3834 112 773 277 6781 6759 72 4290 1231 16223
internal_value=0 0.00254397 0.0376728 0.0287188 0.0202452 0.0395385 -0.0355091 -0.0430901 -0.0813359 0.478586 -0.0870926 0.00600816 0.318897 -0.00835056 -0.00531018 0.00665976 0.0152619 -0.0660249 -0.048335 -0.0465894 -0.114131 -0.0653943 0.0130071 -0.227808 0.152734 -0.0277321 0.709041 -0.0149729 0.00618965 -0.00655441
internal_count=361931 280809 62099 59818 57845 48044 81122 78599 45458 483 44975 33141 1017 218710 214116 166057 146412 19645 18656 48059 15832 11998 7716 4282 6899 6943 184 32227 27937 32124
shrinkage=0.05


Tree=2909
num_leaves=31
num_cat=0
split_feature=1235 407 284 112 634 705 497 1358 1255 1467 1424 1388 1434 859 1089 941 706 479 710 965 678 844 635 212 499 259 507 902 909 866
split_gain=33.1493 39.0263 40.1752 31.6382 29.8382 29.6226 28.6964 28.1924 31.4557 25.7853 26.1022 25.5735 25.0618 25.8337 24.822 31.229 27.7983 26.9072 24.9933 36.815 25.9918 25.0112 26.6485 24.523 24.1387 26.6904 23.5798 25.1654 22.4244 45.5758
threshold=-0.94625487755706195 -1.2965003005540392 2.3447682495800666 2.2718117149406565 -1.3822626304572669 0.87723755459486374 2.4192885550665473 1.0000000180025095e-35 -0.02529690329106957 4.0242090356330973 0.78977704753698397 3.082668396781771 1.0000000180025095e-35 -0.54135187694831066 1.0000000180025095e-35 0.85078777678020689 2.0258146145105322 0.79973094156546287 1.5115140669602134 0.10980254379742337 0.98573251906422088 1.1862249787676393 0.75617417038194978 -0.52779820472721928 0.30457043916936405 4.0577072576584952 0.22202972584594274 -0.42172633773936768 1.0177766212561699 0.5880156106821478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 11 4 -3 14 12 8 -1 10 -9 -2 13 -7 15 24 18 -17 20 21 28 22 26 -10 -6 -26 -20 -28 -16 -30
right_child=1 3 -4 -5 5 6 -8 9 23 -11 -12 -13 -14 -15 16 17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00016573104883559026 -0.00010221709856256828 -0.00012386536887107739 0.0003893024522845707 -0.00015187296329701418 -3.2877222198373135e-05 0.00016872576637054064 0.00027157126868515433 -4.5036470040709311e-05 -0.00013214889120618281 0.00043096571906164601 0.00011650137781163375 0.00094847232494936723 -1.8046722187090104e-05 3.8034613300563664e-05 2.1932142556173203e-06 8.5556678645988627e-05 0.00023780279030369012 -0.00021095274071611429 0.00010556015740312802 -4.1539728283312675e-05 7.4096242499053326e-05 0.00052213444326504657 -0.00015247933390043496 1.3964081995311359e-05 -0.0001567768857516649 0.0014182696455294808 0.00068851001996093355 0.00019849734165736899 -0.00013883088674925047 0.00014715653019111135
leaf_count=24518 34709 9851 815 8325 23573 9824 2626 45699 10885 581 6826 103 17531 19629 54961 10710 2662 1916 3514 4986 16505 821 1081 15879 13822 46 690 1090 14704 3049
internal_value=0 -0.00527665 -0.0846634 0.00445359 0.00886471 0.0139039 0.0593057 -0.0575091 -0.0984438 -0.0144587 -0.0217418 -0.0997812 0.0470108 0.0847612 -0.00154957 -0.0429046 0.0175054 0.0493212 0.0117773 0.101939 -0.0014053 0.197045 0.150941 -0.0441132 -0.0769851 -0.153561 0.212111 0.402642 -0.0198088 -0.0885073
internal_count=361931 257543 35627 221916 213591 203740 49610 104388 51282 53106 52525 34812 46984 29453 154130 50067 104063 12626 101401 12182 89219 7196 6375 26764 37441 13868 5294 1780 72714 17753
shrinkage=0.000980392


Tree=2910
num_leaves=31
num_cat=0
split_feature=1361 1436 1469 651 927 864 996 582 784 492 1458 1227 1169 560 697 405 614 968 77 715 1469 953 1442 1177 1317 7 1039 1173 973 306
split_gain=14.3894 36.1966 25.2324 23.9666 33.0177 35.0364 41.4494 29.1432 27.5867 26.4142 24.4283 23.2423 22.486 22.4443 22.8013 22.6113 30.4342 25.2651 24.3426 22.1438 21.2405 21.2036 26.3038 21.0838 20.9486 20.6578 20.4754 25.112 23.9139 21.6815
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.1107569744011787 1.0483613175537825 0.72275257928592751 1.0565563832172893 1.0844420916666788 -0.90362276233551631 -0.1002209650984274 3.608238393186435 1.3050901570463238 1.0000000180025095e-35 1.5194704577708358 1.7120937588552285 1.0000000180025095e-35 -0.75411934043310735 0.69171750771908214 1.5720123275846702 1.0000000180025095e-35 -1.3184646215665221 1.0000000180025095e-35 1.0000000180025095e-35 -1.4519097478008647 2.332381150121813 0.94425071421226758 -0.47475210160661557 -0.31456087903425273 -1.2052150774704609 0.53264162753174826
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 5 6 7 8 10 20 12 -10 19 14 15 -2 17 18 23 -5 -6 -4 -23 -17 -16 -21 27 -18 -28 -30
right_child=3 -3 21 4 9 -7 -8 -9 11 -11 -12 -13 -14 -15 24 16 26 -19 -20 25 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.004217196346757184 0.0020546194050563029 0.00031026727691468755 -0.005976298083365552 -0.012526602823695172 0.03459877083800364 -0.010632312580676446 -0.011675053935725 0.014898390848116875 -0.0034236914011584237 -0.0012425226033514665 0.10213333478896275 0.015682738401032955 0.025179621382408049 -0.0031754198225279508 -0.0056758446947344568 0.05832207508853348 -0.0029953696574906395 -0.025397620929890698 0.020488008674157711 0.021207100623153331 -0.020750728553282784 -0.0081185470231916624 0.0020897520315654927 -0.010275237797982714 0.034521867758295161 -0.029554073621292878 0.023482374604025857 0.014571671152144553 -0.0090566907766869674 0.006428040367659588
leaf_count=4299 130380 89329 53427 737 70 4042 2682 2126 7896 1874 26 803 853 15337 9010 65 1940 1595 453 624 2543 6502 10578 4949 200 114 404 2319 5216 1538
internal_value=0 -0.0223397 -0.0694476 0.00778005 -0.0575328 -0.019122 0.02588 0.0748385 0.0272699 -0.232791 0.238374 -0.0304694 0.21052 0.0172829 0.025524 0.0316821 -0.050864 -0.204695 -0.111948 0.0502378 -0.37686 -0.0856016 -0.0175987 -0.179777 -0.0955188 0.288156 0.015552 0.13773 -0.064997 -0.100669
internal_count=361931 164135 74806 197796 24390 19903 15861 13179 11053 4487 2354 8699 2328 173406 158069 148859 18479 7062 5467 1475 2613 70507 17080 5014 9210 738 11417 4259 7158 6754
shrinkage=0.05


Tree=2911
num_leaves=31
num_cat=0
split_feature=1078 700 890 1386 765 1177 1134 822 490 5 1124 1395 1188 972 970 569 483 706 14 1390 773 1175 777 75 564 635 568 1048 224 1189
split_gain=14.3909 16.0758 19.502 21.4829 20.4173 19.1184 18.6553 18.2752 28.0385 20.082 18.1969 20.5331 20.2761 18.1871 23.9383 19.2836 17.8926 17.7294 19.0426 18.0591 17.9307 18.1852 17.4808 18.6919 21.2969 24.4723 19.5285 18.6452 23.9279 17.4232
threshold=1.0000000180025095e-35 0.45862817642937209 -0.71339486274837316 -0.42082359475845532 1.5014278240814041 3.8083647119527266 -1.0257460237657832 1.0000000180025095e-35 -0.77241224525972452 -1.1304662581025215 -0.91202608797749529 0.04668118482021627 0.11426748562872745 -0.83393142237364126 -0.91234185020014336 0.86641531280661355 2.5126302607425273 -0.1635017351370503 0.12109401036878666 -0.72550266237162842 -1.0672872404036735 0.80868590607093516 2.2114700010556398 -1.2964324892010699 0.18282957916921341 -0.86686348266845792 -0.15717556185140683 2.746770261507026 0.29541411472122109 2.3064261177219421
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 10 -6 -5 9 -9 12 -12 -2 14 -10 -16 -14 18 -15 -20 -21 -22 27 24 25 -24 -27 29 -29 -3
right_child=1 22 3 7 6 -7 -8 8 13 -11 11 -13 16 17 15 -17 -18 -19 19 20 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00010936333071533389 0.011834652509115934 -0.00065942913812156432 0.0032238763535116818 -0.0056931237962928455 0.019062042305022054 0.045968557683540912 -0.020818752840279803 -0.043551938076991772 -0.055862969609695882 0.032500973210304505 -0.0053570278539823591 -0.016498618539485404 -0.018940646148075804 -0.010492923973387859 0.051197411834795419 -0.038954877030437041 0.10539484727140958 -0.021409021132182914 0.067606797787113634 0.11295473030599852 0.013548220482518473 -0.074008495492923543 -0.056357041416821921 0.01271267853044133 -0.057568246582254762 0.27565281023868632 0.092991611910489616 0.00060010594448103762 0.12023393382194728 0.025317168888987558
leaf_count=290345 1579 18217 13380 17123 227 102 1095 72 64 528 8792 5590 802 579 217 49 22 803 78 22 190 43 28 1342 27 20 28 79 48 440
internal_value=0 -0.0378792 -0.0608857 -0.0312239 0.0383115 -0.143876 -0.271007 -0.0841589 0.101508 0.526138 -0.152496 -0.192647 0.0665239 -0.0429703 0.484156 0.756371 -0.305162 -0.144149 0.0740362 0.488601 0.170605 -0.00801867 0.0273137 0.332854 1.68791 2.46749 3.36935 0.00684983 1.05023 3.00398e-05
internal_count=361931 71586 51357 34470 14702 16887 1322 19768 2645 600 16785 14382 2403 2045 330 266 824 1715 912 333 255 233 20229 1445 103 76 48 18784 127 18657
shrinkage=0.05


Tree=2912
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 727 837 277 567 633 1292 1038 1256 471 775 1243 702 302 1463 970 671 294 263 692 86 660 1449 1242 148 1096 1111
split_gain=29.2494 23.2952 24.0227 43.3822 21.5728 21.2221 28.9282 25.3728 21.5286 24.1188 21.2185 20.9562 19.9552 19.6115 21.3918 24.317 23.9172 21.5879 21.2235 20.1901 19.545 21.4773 26.2955 21.4384 21.1587 24.1253 24.6767 23.4731 20.2136 27.3166
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 1.0000000180025095e-35 0.64384972645585192 1.383899167819199 0.92516156521891413 2.0602254807584486 1.0000000180025095e-35 -0.88201376903089468 -1.5427084609334123 1.0000000180025095e-35 1.0995165769558626 0.24555061591257557 2.308762323842084 1.0000000180025095e-35 5.4579631273128628 -1.3974552187721232 5.6047752163038629 0.92159612535094959 1.6445160113075163 -0.31351541171410385 -1.5238677023059344 -0.72421686037558375 0.47799573524751798 0.18000436947559242 -0.81916274297145375 2.6535703433742479 -0.51345549937541624
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 10 -1 11 7 -7 -9 -10 -4 -2 -12 14 15 17 -16 19 -18 -13 21 24 23 -23 -3 27 -27 -26 -29 -30
right_child=1 20 3 -5 -6 6 -8 8 9 -11 12 13 -14 -15 16 -17 18 -19 -20 -21 -22 22 -24 -25 25 26 -28 28 29 -31
leaf_value=-1.5811017732690341e-05 -0.00016465059645648467 2.4443847891937694e-05 -0.00026307101538411616 0.00037727040087327682 0.00010055055600474164 -6.8217149232847733e-05 -0.00025299691521661708 3.4250076861157256e-05 -1.3603171935743209e-05 0.00080514153642585317 -6.1662549682527502e-05 2.2834982281987993e-05 0.0001330152465538045 -6.0799557559654762e-05 -4.7040181938849466e-06 -0.00019811934388253033 0.00057400632001828082 0.00044838596941188864 -0.00013549597739492226 -0.00089067699645454439 -0.00017246348211355904 0.0014051259299773813 0.00030534653825225566 -0.00020884424027676929 -0.00025564975010175577 -7.482208928214084e-05 0.00018905055919995345 -9.8073579894798583e-05 0.0010331809401515693 -9.0260220696791984e-05
leaf_count=12551 5270 13250 1206 1780 17008 43972 4833 7297 327 299 3944 114554 5612 26409 29730 2447 236 476 14044 116 11068 44 1562 1010 7461 6171 3228 25457 206 363
internal_value=0 -0.0220908 -0.0131719 0.0779993 0.050014 -0.0184567 -0.0607653 -0.0452865 0.0736132 0.447113 0.0262388 -0.0078129 0.057056 -0.0043373 0.00488876 0.0198943 -0.0399814 0.0244953 -0.125357 0.0223572 -0.0655584 -0.0482457 0.144249 -0.144864 -0.060863 -0.0905799 0.020898 -0.12569 -0.0886169 0.3927
internal_count=361931 332372 262552 12542 29559 250010 56728 51895 7923 626 10762 193282 9556 188012 161603 117593 44010 115146 14280 114670 69820 58752 2616 1054 56136 42886 9399 33487 26026 569
shrinkage=0.000980392


Tree=2913
num_leaves=31
num_cat=0
split_feature=43 1462 1465 622 862 1327 2 1090 579 499 762 86 842 498 578 389 870 1457 1260 14 344 482 147 1117 1464 1319 208 637 1259 1470
split_gain=14.4016 16.9397 20.5248 18.3454 16.6652 17.5464 17.1444 17.0179 16.5612 20.7774 25.345 20.4942 25.6712 20.4093 41.3297 20.1637 20.0711 20.3512 19.9062 21.1308 19.7782 22.4919 21.358 19.6214 19.9571 19.4547 19.2583 19.0251 18.7506 18.2397
threshold=1.0000000180025095e-35 3.8184655586880809 0.64834865125365748 -0.18794301529764765 -0.97446007815901359 0.30677017286135472 0.62277543996285134 3.3676253767430286 1.0000000180025095e-35 0.44966611795670225 2.0613728068090205 1.3736827473771227 1.0000000180025095e-35 1.5674918557501278 -0.87905496296652397 2.0012238438612475 1.4311114217578251 0.68635126017805159 2.5143732777888075 0.096663416995180496 1.4941807748473945 0.12123618017335101 1.0814130278538858 1.0007360560485064 5.3011373989235251 2.7461440753005042 -0.037047585083636238 -0.13898157243223117 -0.59540539883645882 -1.2363261431504455
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 -1 13 10 11 -10 -13 23 15 28 17 18 -11 27 -16 22 29 -6 -25 -19 -21 -20 -15 -22
right_child=1 2 -4 -5 8 -7 -8 -9 9 16 -12 12 -14 14 20 -17 -18 25 19 26 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013939274252365 -0.0020482636479524307 0.01289700826370972 -0.0059352128725467792 0.065723882850699439 -0.00019435992673546198 -0.012391952173549024 -0.012161321664765714 0.087639561024137294 0.0027240923647949798 -0.0019072866124200942 0.012858978200282232 0.0021953608675247009 -0.013988250120085531 0.0048260374100586338 -0.00083827623582855698 -0.07544232171172563 -0.0088391393730226798 0.0065395387538429621 0.028781181036632703 0.06887514161387491 -0.045399433315507894 -0.0037450873878662641 0.054278173517599219 -0.003427453390632826 -0.049717134357580586 0.074667113650234498 0.0055875894319689047 -0.028131556813896848 0.026795739536455688 0.019806081905844004
leaf_count=5923 74160 171 321 125 144204 3474 1834 32 56161 19980 2646 3390 2412 676 9669 28 3965 3659 159 147 56 551 172 25755 113 42 117 197 1246 546
internal_value=0 -0.036895 0.332554 0.703077 0.00239762 -0.0945915 -0.0278518 0.0387555 0.00556508 0.02975 0.0519111 0.0422813 -0.0948731 -0.0074703 0.0771023 0.358866 -0.0212105 0.00192765 -0.0265421 0.395209 0.0213996 0.257103 0.478209 -0.0145402 -0.073011 0.149197 0.87227 -0.0114698 0.383704 0.287001
internal_count=361931 74777 617 296 287154 11263 7789 5955 275891 92875 64609 61963 5802 183016 12944 1950 28266 24301 20600 620 10994 1325 774 170072 25868 3701 264 356 1922 602
shrinkage=0.05


Tree=2914
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 730 783 934 514 603 660 8 1022 146 48 1002 209 570 15 1145 1444 1318 639 1288 968 283 50 636
split_gain=32.5517 26.9342 26.2621 30.4166 26.4436 25.2615 66.0135 21.6718 35.287 32.0486 27.5135 23.579 25.4404 21.2941 20.8199 22.67 20.844 20.6412 23.9681 20.4522 22.211 22.5215 25.0142 23.1239 20.3888 20.3667 22.4111 20.6683 20.2181 22.8237
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 1.0000000180025095e-35 2.7503861831498626 1.8372674881307383 0.69854289147193727 0.23696906566319156 -0.4998781572545779 1.9016026118134437 1.0000000180025095e-35 1.0000000180025095e-35 -0.37751581120742261 0.11942102837874842 1.3901882842073681 -0.23957137006885484 -1.6929952809944913 1.4829784501753427 2.4129057422810987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 7 -5 6 -3 8 10 11 -4 12 -9 -14 15 16 25 -6 -19 20 21 22 -7 -23 -11 -2 27 -27 29 -21
right_child=1 5 3 4 17 19 -8 9 -10 24 -12 -13 13 -15 -16 -17 -18 18 -20 28 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=5.1586550199717496e-05 -3.5816560061702301e-05 -6.777167141695201e-05 4.6413456948364581e-05 -0.00012170500739250671 0.00025944773040740898 5.4544187190329702e-05 0.00046070993474826665 0.00017267343221707827 -7.7831824359120497e-05 3.8603525200825317e-05 0.00042334829742298575 7.8430963206510089e-06 -0.00045198781541390371 0.00063121067788214484 -3.4668785935689727e-06 0.00030376172160232357 -0.00022336002082152558 -0.00040407102436541695 0.00024628628671129633 -0.00012014093928741628 0.00028319364364521525 -0.0002678553771316871 -0.00017390581029731161 -2.8124047443590151e-05 -0.00032483775715410576 0.001131760873618741 -4.7552661203113977e-05 -0.00034735100885249532 3.8158318759885698e-05 0.00035916148597074968
leaf_count=29559 72974 4821 6880 1294 5339 15399 1384 2134 17685 2668 1041 1982 101 996 103001 802 4616 480 482 56011 1214 4778 4109 6737 1064 54 4153 4691 4905 577
internal_value=0 -0.0234507 -0.0112427 0.0376106 0.157983 -0.0601605 0.0847373 0.00904419 -0.0241481 0.100373 0.0976794 0.207762 0.312176 0.564052 -0.0231617 -0.0524216 -0.056721 0.21323 -0.0697814 -0.0717841 -0.0202705 -0.0347678 0.0141662 -0.131986 -0.0562339 -0.0482524 -0.175044 -0.327762 -0.100378 -0.116634
internal_count=361931 332372 232437 42146 7595 99935 6205 34551 25606 8945 7921 5213 3231 1097 190291 87290 86488 6301 962 93730 32237 31023 19508 11515 3732 81872 8898 4745 61493 56588
shrinkage=0.000980392


Tree=2915
num_leaves=31
num_cat=0
split_feature=785 21 705 859 995 990 1175 933 970 416 1326 294 1299 772 488 197 633 497 286 770 1055 703 1455 1449 1463 1451 1382 1461 209 1415
split_gain=14.6199 15.9369 22.7178 25.7981 35.878 32.0527 21.4921 22.1235 21.4194 23.9256 24.26 23.6131 23.7612 22.7426 22.0269 25.2212 21.6303 21.3911 21.3162 21.2414 20.9278 20.7207 23.3749 39.2133 21.0416 26.4771 22.2637 22.2401 27.5784 20.895
threshold=-0.86283290253235112 -0.70163543588998201 0.86867179873090239 -0.54135187694831066 1.2752139880854652 0.65656536832909496 -0.016435545221197712 0.68806224955729689 -0.29632487423572434 -0.90918466315063939 -1.6836847587402184 -0.04002816212571355 1.3882238010523584 1.4060973916021628 0.23864258197643065 1.0000000180025095e-35 -0.75922834127343586 2.4192885550665473 0.35505509596354068 0.71655381972783283 -0.75489312202777648 -0.142542076094995 0.80851755981579754 -0.4886477565438177 1.5602784260520435 0.10174874292923865 -1.0822635962586793 0.56849382259836123 1.0857573044893745 -0.58787182608820265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 21 8 4 5 19 7 -7 11 10 -10 -3 16 -14 -12 -16 -13 -5 -15 -4 -6 -2 29 -24 25 -25 -26 -27 -29 -23
right_child=1 2 3 17 20 6 -8 -9 9 -11 14 12 13 18 15 -17 -18 -19 -20 -21 -22 22 23 24 26 27 -28 28 -30 -31
leaf_value=0.0021066886799287676 -0.001104426388775721 0.00070410725192542902 0.001713292573274473 -0.0014315465332711108 -0.0064838177973281915 0.0079430743648469006 0.020354433916664454 -0.028547838486296911 0.016437060793513689 -0.0022044230224381105 -0.012772431516984399 -0.012457396306828315 0.0035953271504810184 0.0083179995367174287 -0.015287968864432283 0.0093571514979487371 -0.0030074901900652147 0.010329300657597452 0.079495773753789495 -0.0099946859450373501 0.018092920744873037 -0.0025301272917536799 -0.0049123044520244822 0.0087880223330556468 0.036993397970155939 0.032885512583509552 -0.014505326559380308 -0.010252836116008142 0.077006899449375429 0.0033682789917320226
leaf_count=29559 43520 67973 9279 33571 515 1348 1530 232 788 79167 10147 5036 2342 114 1137 2022 19084 1752 79 2377 2871 14253 2002 2245 134 1320 530 314 45 26645
internal_value=0 -0.0091656 -0.0186539 0.0212267 0.0874141 0.0412425 0.233929 0.0502265 -0.0314645 -0.0583943 -0.164712 -0.00783175 -0.0679452 0.134319 -0.191064 0.00210545 -0.0924768 -0.0148267 0.837801 -0.0122755 0.291243 0.0191189 0.0528286 0.174692 0.283481 0.343728 -0.0863859 0.537856 0.0452266 0.0294507
internal_count=361931 332372 241364 53475 18152 14766 3110 1580 187889 93261 14094 94628 26655 2535 13306 3159 24120 35323 193 11656 3386 91008 47488 6590 4588 3924 664 1679 359 40898
shrinkage=0.05


Tree=2916
num_leaves=31
num_cat=0
split_feature=785 728 712 852 1080 692 497 498 647 590 1104 471 597 900 913 560 84 714 588 906 689 827 513 746 840 566 1241 497 697 869
split_gain=38.1106 25.888 24.9279 21.9236 30.3455 31.8757 21.9017 28.4628 21.2851 56.6761 21.1278 20.6584 20.3874 20.0272 19.9063 21.3159 20.8523 19.5763 43.4119 33.6446 31.9064 29.1041 27.8117 33.6318 27.3379 29.6663 27.0327 25.5578 27.1429 24.8467
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 -0.87782724458594241 0.58895901036483078 0.63515767152532354 2.9395468797111257 3.1596628491584919 -0.63749923242861428 0.60667346056980065 -0.91026277545683032 -0.9805036543575979 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 -0.36836247429892682 1.0454229551509682 3.6288968102052546 1.593014926627095 0.75597511057269628 -0.67919258870259713 0.6154197817996786 1.4714256445119207 -0.57653763495970078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 12 6 14 7 -5 9 -3 -9 -7 17 -14 15 -6 -16 21 19 20 -19 -2 -20 -24 25 27 -25 28 -23 -22
right_child=1 8 -4 4 5 11 -8 10 -10 -11 -12 -13 13 -15 16 -17 -18 18 22 -21 29 24 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019487710638419254 2.9192517401569754e-05 -0.00012994767316597738 1.4653718746029426e-05 -0.00038734355609569229 -0.00048661794664799188 4.2327872689533922e-05 -1.1758330687298174e-05 1.2627090774406769e-05 -0.00013196897139859079 0.00035603157168697476 0.0014137316474786537 -0.0005846542517284934 -0.00071426694136263625 0.00024083498362466332 0.00028162683173103126 -2.1477333235872766e-05 -0.00080565878175475902 8.3062845373148469e-06 -1.7761229067564126e-05 -0.00016234130060003083 -1.7116255351192699e-05 3.5056591658103178e-05 0.00037340675484021476 -0.0017625416306756591 -0.00029294440650428234 -0.00018596312352762634 -6.691683079333645e-05 -0.00016198661542881956 -0.00021497859259301342 -0.00012141076802853339
leaf_count=3225 15455 4821 26334 2623 676 21222 1899 198 93730 1384 53 239 107 1130 107 2130 458 13885 7032 45987 12853 18571 1536 55 2775 7666 142 5489 2786 67363
internal_value=0 -0.0887094 -0.00610453 -0.076768 -0.0221552 0.00712276 -0.185803 -0.316905 -0.12413 0.0075001 0.347532 0.0362277 -0.085538 0.172499 -0.196735 -0.122622 -0.596909 -0.0875413 -0.100987 -0.111713 -0.0883339 -0.0503392 0.0398121 0.275756 -0.0853043 -0.0676011 -0.52189 -0.0312184 0.0058458 -0.106027
internal_count=361931 332372 29559 232437 29605 24832 4773 2874 99935 6205 251 21461 202832 1237 3371 2806 565 201595 148853 140088 94101 52742 8765 1733 37287 34512 197 26846 21357 80216
shrinkage=0.000980392


Tree=2917
num_leaves=31
num_cat=0
split_feature=50 56 651 361 1327 10 1382 842 96 316 913 708 83 430 557 1052 357 359 556 1106 10 362 871 1002 833 911 1312 1245 555 842
split_gain=14.6748 25.8966 17.634 18.6959 17.6639 18.6798 18.5113 20.6986 20.2456 20.5051 23.0758 19.4909 18.6413 17.5334 20.1341 18.2392 20.0318 21.7427 18.6332 20.8039 17.9294 17.4124 17.4574 17.3939 29.1688 23.7522 20.5176 21.5667 18.6477 18.257
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 0.18459888851483028 -1.7772401930107058 1.4655535790235801 1.0930196935343253 1.3241875752929497 1.0000000180025095e-35 1.0000000180025095e-35 0.43457541696036384 -0.61917228656808077 -0.41868363607068798 -0.39181977418658193 -0.27208319154017496 0.024829794153243417 -0.41541714663097618 -0.89362978926360526 -0.38790924107065006 1.1203580841595906 2.9918636266185676 2.0534613160691255 2.4008401756919917 -0.32459312438081372 1.8365389354751396 0.47869654671021555 -0.46567735660268567 1.2165986482302029 1.8320345679948276 0.34727145931838005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 11 10 -10 -7 -12 15 -15 16 -5 -18 -19 -20 -17 22 -3 25 -25 26 27 29 -27 -4
right_child=-2 21 23 13 5 6 -8 -9 9 -11 12 -13 -14 14 -16 20 17 18 19 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.034183686747592944 0.00033885571139157216 0.00050927338456254866 0.046571426323164113 -0.0086675477581657709 -0.0029436748010946666 0.019435343262985464 -0.017036587100332953 0.035324103313015713 0.03760541053230327 -0.0024608635475700889 -0.040291397519768082 -0.016266125326251216 0.023558581992653822 -0.0022920927776453296 -0.011827657193765577 -0.012799971182449597 -0.032395767881273775 0.024018202179431972 -0.0046122565766184157 0.044403085165505618 0.028914485084657326 -0.0084950084060152944 -0.010547859671030894 -0.00049630585162602659 -0.046639079148413157 -0.014104595001243095 0.0062384488212291417 -0.023488072890588747 0.06619885536276561 0.0044548855155771812
leaf_count=533 197382 83806 508 1946 33907 383 477 363 624 714 132 1177 140 6680 13985 3534 248 1286 1270 164 142 3651 3000 3168 209 742 1437 90 34 199
internal_value=0 -0.0236971 -0.0659267 -0.0820703 -0.0399424 -0.0340111 0.12989 0.195038 0.118728 0.295529 0.516245 -0.129402 -0.0792431 -0.135871 -0.178826 -0.0231924 0.0828568 0.209266 0.270511 0.0408077 -0.195211 -0.000647381 0.00533013 0.0503512 -0.0649789 0.182043 0.302109 0.588709 -0.187942 0.720752
internal_count=361931 164549 74092 67705 38450 37917 4010 3533 3170 1610 896 1560 272 29255 20665 8590 4914 2968 2720 1434 3676 90457 86806 6387 3377 3010 2234 797 776 707
shrinkage=0.05


Tree=2918
num_leaves=31
num_cat=0
split_feature=1454 1440 1085 498 560 1463 496 1466 886 66 846 560 707 841 72 382 912 1456 87 494 1258 1043 674 255 903 498 1017 1124 183 701
split_gain=14.36 14.4929 18.5012 21.4278 20.5783 20.0737 21.0842 19.5532 19.3904 19.3837 21.1909 23.6021 18.7565 18.3904 19.3154 17.9654 17.7964 17.5428 19.5973 18.8191 20.0857 19.6911 18.3606 21.3961 23.2563 19.7486 18.5883 18.2968 18.0209 21.4558
threshold=-1.0640499357927207 1.0000000180025095e-35 1.0000000180025095e-35 1.82911433652524 -0.6834295113134935 1.4506528527885358 -1.6054249110061518 2.0364802837897087 1.3656841161399589 -1.049029499082393 -0.69408848636533038 0.68193225170313021 -1.657965947869253 1.1852833700879959 -0.78513032087958678 0.37699235038105439 -0.35491600178402116 0.69138606407414993 0.62167218995191498 0.72349782978189248 1.8383868752856192 1.1125137397208651 1.0000000180025095e-35 1.0000000180025095e-35 -0.15680192677984733 -0.30667646107522278 1.9834070577257195 2.452237007405119 -0.47672773491226839 0.70160032860054666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 17 15 6 -4 8 9 10 11 -7 13 14 -8 -5 -6 18 19 20 28 27 23 25 26 -19 -25 -21 29 -3
right_child=1 2 5 4 16 7 12 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 22 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.021473236653377303 2.526682757114442e-05 0.0093958483090850475 -0.017660874720791461 0.017007933036611883 -0.029770099743033629 0.082496413669419288 0.072327423125641402 -0.0177039220950388 0.054582977352504572 0.018312339157262259 -0.026751451309041614 -0.068683168741143483 -0.00098063583511539556 -0.047841911652159015 0.015046854614468497 0.079757599803940732 0.013953628981826624 -0.018184222147568811 -0.017444534171082396 -0.020120830365437992 -0.029408271999396187 0.023594604479786858 -0.010763266785055655 0.047551898342411719 -0.00028781999614087446 0.013414506331709351 0.22789818816971164 0.029531645807644842 -0.0065352917999155352 -0.014447378382511082
leaf_count=604 312940 3609 1497 250 231 59 118 248 136 1151 351 25 21288 54 287 87 409 707 4221 2803 603 185 1297 311 249 842 20 116 6335 898
internal_value=0 -0.0048057 -0.0465155 -0.105976 0.251827 -0.00440921 -0.0255227 0.215359 0.305914 0.230485 -0.247818 0.870146 -0.00922134 0.470845 0.632545 0.78324 0.00782753 -0.125524 -0.159233 -0.116968 -0.0650532 -0.298282 0.0536329 0.202069 0.623862 0.0309204 1.05562 -0.355732 -0.0403491 0.0940309
internal_count=361931 361327 48387 23173 977 25214 23244 1970 1722 1586 435 84 21747 459 405 337 640 22196 18770 14549 11445 3104 3426 2129 580 1549 331 2919 10842 4507
shrinkage=0.05


Tree=2919
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 727 43 647 590 1022 146 730 783 934 514 603 660 48 8 1288 968 283 563 830 497 1002 746 1169 156 494
split_gain=31.5452 28.2478 23.9203 28.5071 24.1448 22.7175 22.4472 23.7598 57.4381 22.0815 23.2773 21.2978 32.3032 30.3587 24.9544 23.7149 25.4584 21.1337 21.1275 21.0945 22.4474 20.4651 20.2578 20.1952 20.0426 19.9588 19.9074 19.5368 24.8419 19.3105
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 1.0000000180025095e-35 2.2744972866152193 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 2.7503861831498626 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 1.8372674881307383 -1.298475463871557 1.3901882842073681 -0.23957137006885484 -1.6929952809944913 2.0405992520496379 1.6405209124780595 2.5623266075722904 0.69854289147193727 0.66766320980544069 0.18848160436186537 -1.1003691979828194 0.9338414958155935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 9 11 -5 -1 7 8 -3 10 17 12 14 15 -4 16 -13 19 -18 26 21 -21 -15 25 -14 29 -2 28 -19 -6
right_child=1 6 3 4 23 -7 -8 -9 -10 -11 -12 13 24 22 -16 -17 18 27 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8446691662368417e-05 -4.4349543214861912e-05 -5.9445511720881148e-05 4.0392644217836651e-05 -0.00011737436994907501 0.00026417103801679479 0.00010093689065438612 -0.00029027505855477208 -6.7033332591872114e-05 0.00043736938345770922 -4.3684382111380174e-06 0.00030609473264585487 0.00016591180956277712 -8.9406158032412302e-05 -8.3031908076125564e-05 0.0003982106680784106 5.6162391385095511e-07 -0.00045384159456267039 0.0018166299075698374 0.00062392867711397345 0.0011169095928550345 -5.1879579191492506e-05 -0.00035121972206043184 0.00084505425952863201 0.00048846739685548589 0.00040836075381848216 -0.00013301813035576624 0.00019793292137102678 -0.00047314412033544814 -0.00014107993213937316 -0.00010964030060543028
leaf_count=12551 71557 4660 6880 1294 3760 17008 4157 89769 1349 103001 802 2134 17354 3635 1041 1982 101 40 996 54 4153 4691 97 971 331 866 1417 1766 2810 704
internal_value=0 -0.0257813 -0.01329 0.0332997 0.149856 0.0490743 -0.0633394 -0.0569213 0.0849408 -0.0246532 -0.0547514 0.00569293 -0.0271752 0.096157 0.0891688 0.200505 0.305186 -0.0591 0.556969 -0.050578 -0.179369 -0.331878 -0.0562539 0.202649 -0.080022 0.154491 -0.0386534 -0.231126 -0.116955 0.210873
internal_count=361931 332372 232437 42146 7595 29559 99935 95778 6009 190291 87290 34551 25606 8945 7921 5213 3231 86488 1097 81872 8898 4745 3732 6301 17685 5330 72974 4616 2850 4464
shrinkage=0.000980392


Tree=2920
num_leaves=31
num_cat=0
split_feature=51 1041 136 1229 839 276 630 1179 966 1385 1452 1 417 289 641 1210 372 184 576 357 1438 43 144 1425 1104 21 767 1178 488 903
split_gain=14.1975 22.0526 19.5079 19.5615 21.0957 19.3059 18.9508 19.0775 19.6037 19.2616 28.1831 19.5532 18.3767 22.7153 18.594 17.9976 17.9871 21.8167 21.0227 21.5665 20.9726 19.9843 19.7362 21.7982 29.3272 27.6393 23.1315 26.5216 25.296 21.1871
threshold=1.0000000180025095e-35 -1.2814642748544032 1.0000000180025095e-35 1.6872754988648333 1.9624962039828306 0.95694644559589315 2.0727468199921817 0.35096413540719035 -0.54955335785617687 -0.32297361070252345 0.79547082264194502 0.14060148230820743 2.060697391700526 1.8540254221459762 -1.0417280143002476 0.3802368736872318 -0.89164644713046382 1.384368771371848 1.1032265037225084 1.5335476719137053 5.0272563409093776 2.2744972866152193 -0.62463074712411959 -0.49854827941355384 -0.39245045780502069 -0.13431221002227373 0.081106129602887198 0.34481893218435716 -0.59764954014743854 -0.18062782556874593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 12 3 -3 5 6 7 8 9 10 15 -11 13 -2 -14 -5 17 18 19 -1 21 22 -18 24 -24 26 27 28 -26 -27
right_child=1 2 -4 4 -6 -7 -8 -9 -10 11 -12 -13 14 -15 -16 -17 20 -19 -20 -21 -22 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=0.0072435140632457875 -0.01089353862451567 -0.0022465511451210999 0.0015955624195982219 -0.022638956937726055 0.047887648010433881 -0.014304635046810361 -0.025656868650618378 0.018978564342446404 -0.0048389875840294944 0.048483040297629371 0.066792300470590885 -0.0057108533945977868 0.091507918771214503 0.030053354927189375 0.0081831022801437843 0.037165241571054428 0.0021470634678480678 -0.010433750696081998 -0.0064052750604499491 -0.023156197658955328 -0.044178862163340139 -0.0063037177278841144 -0.0060977092816222886 0.00060177900456708899 -0.01186658916260578 0.00018301750588699565 -0.001577769344192552 0.015484005440517881 0.0068870233671352908 -0.0070057445313858159
leaf_count=13832 8342 95089 28993 373 138 716 267 1419 1656 293 65 136 40 251 257 77 51782 1848 1855 307 251 8992 18658 89393 1608 11503 6675 3355 4154 9606
internal_value=0 -0.0253564 -0.0183764 -0.036134 0.1016 0.0761776 0.132793 0.168832 0.0514255 0.318549 0.00760824 0.669125 -0.163 -0.190772 0.434324 -0.21898 0.00550053 0.0770162 0.100524 0.131159 -0.000409552 0.000194571 0.00422364 -0.00916723 -0.0455153 -0.00869655 0.0663115 0.148031 0.0439377 -0.0610911
internal_count=361931 138112 129222 100229 5140 5002 4286 4019 2600 944 515 429 8890 8593 297 450 223819 17842 15994 14139 205977 205726 196734 144952 55559 36901 15792 9117 5762 21109
shrinkage=0.05


Tree=2921
num_leaves=31
num_cat=0
split_feature=728 1470 1111 1327 705 223 158 150 578 1444 1189 496 1042 636 981 1189 9 1314 620 403 932 64 855 813 903 1049 742 1115 815 766
split_gain=14.1579 17.2329 17.3397 17.4812 17.2611 19.012 18.3686 21.9812 20.0314 17.8728 19.8909 30.3493 23.4507 19.7729 20.3289 19.9037 23.6943 27.0976 22.9626 21.6182 22.7275 20.8253 22.5146 20.5561 20.5881 26.2379 19.4254 20.9079 19.8182 19.1696
threshold=1.0000000180025095e-35 -1.3782462404802098 2.3727033970874669 1.8657599324211744 1.0357040380781497 3.0701443829635378 -0.20605429388167504 -1.004170523770846 -0.87905496296652397 1.0000000180025095e-35 2.5729904119219538 0.8689080620275641 -0.68239725213205171 2.4129057422810987 -0.98483216693797437 -1.3828237140062194 -0.58385645016319143 -0.23502739084244553 0.42363828528157838 1.0000000180025095e-35 1.0000000180025095e-35 1.8762883416287794 0.38132453514894821 1.304868341751126 -0.88349183984125434 0.47906752468609232 1.0000000180025095e-35 0.3094004398846017 1.6638054002796892 0.048031180293884881
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 9 8 -8 -7 13 -11 12 -12 15 -15 16 18 19 21 -18 -21 -3 -23 -17 25 -25 27 28 -26 -14
right_child=1 2 3 -5 -6 6 7 -9 -10 10 11 -13 29 14 -16 23 17 -19 -20 20 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.00017979512746380111 0.049632584991660192 0.023397235614830602 -0.015294108022431918 0.027223782253308161 -0.013931183032470026 0.083027237106018947 -0.022109200979782192 0.057290547769436165 -0.0055747852725609968 -0.0056160070428381385 -0.0088510632612853 -0.049435269580809842 0.020767801776041706 -0.023654391035378593 0.027107921182662583 -0.0019822444806141346 -0.0066105459815397425 -0.013512931908060195 -0.0045401822895716742 0.042964367595729941 -0.0094570779468121108 0.12311703714653546 -0.026570991824676916 -0.021007685244023275 0.0016585699041957959 0.016900563774565499 -0.0079466082806884872 0.016303388853951366 0.033400975724137687 0.083002260264654362
leaf_count=252841 71 1063 2668 165 1905 35 90 253 487 20448 162 102 170 179 579 68102 595 1391 504 473 237 56 21 887 4327 280 1211 2279 208 142
internal_value=0 -0.030052 -0.0310532 -0.245756 -0.0262498 -0.0220908 0.358407 0.813842 0.0487802 -0.0251792 -0.0973186 0.371378 0.625707 -0.00974127 0.366782 -0.0137138 0.157151 -0.00810078 0.378427 0.270544 0.569039 0.555074 1.74266 -0.0226187 0.0744845 -0.207997 0.113777 0.157522 0.0691213 1.02093
internal_count=361931 109090 109019 2833 106186 104281 865 343 522 103416 21024 576 474 82392 758 81634 4340 2696 1644 1305 710 1140 77 77294 9192 1167 8025 6814 4535 312
shrinkage=0.05


Tree=2922
num_leaves=31
num_cat=0
split_feature=545 959 795 705 1094 1361 470 854 797 613 402 1469 914 878 791 942 803 678 1462 1450 225 1434 1469 427 633 401 959 21 1459 57
split_gain=32.5666 33.3018 33.4755 39.9186 30.5409 29.8724 29.2445 26.7844 92.1321 28.6353 28.6736 28.4101 26.5359 25.4774 24.5583 27.5205 27.0593 24.551 29.4351 31.6228 24.4132 23.3733 23.3441 23.6341 36.6208 23.1679 22.4332 22.2341 22.1612 22.2097
threshold=-1.0372938969678034 -1.2907225086880219 -0.29258408639884992 0.28191752204954684 1.0000000180025095e-35 1.0000000180025095e-35 0.66595742291584703 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 -0.92710518500779682 -0.65753724463548624 2.5870419312086308 1.0000000180025095e-35 1.0000000180025095e-35 2.231519495564001 1.9682860324222273 0.98573251906422088 0.60855133363586655 -0.34557539116087493 1.865184979258937 1.0000000180025095e-35 0.28271063087949944 -0.51777360960278751 2.6267512487368179 1.0000000180025095e-35 -0.37718676718711608 0.43301101584543472 -0.39129142570638659 0.72527224708021132
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 22 -2 -6 13 8 -4 10 -9 12 20 26 15 16 17 -12 19 -19 -11 -16 -3 -24 -25 -21 -5 -28 -27 -30
right_child=1 2 7 6 5 -7 -8 9 -10 11 14 -13 -14 -15 21 -17 -18 18 -20 25 -22 -23 23 24 -26 28 27 -29 29 -31
leaf_value=-6.4769942608733976e-05 1.1349816405863131e-05 1.3530861433016896e-05 -9.1762383428446796e-05 -0.00022229851829463741 -0.0002665757313515342 -7.5767268773696789e-05 0.00015951212520572619 -0.00023047900408372567 0.00029475675703108335 0.00010819017037614623 -0.00011831322811927894 -3.2679439946771806e-05 0.00078855774041261073 9.3223885363780999e-05 0.00014579876265986895 0.00011694753091224149 0.00013013260292363615 -8.52961571454868e-05 -0.00020459771043409845 -3.5762474014260935e-05 -0.00030888236283718826 -0.00010510917982354417 -0.00022322850736800212 -1.9081027781526736e-05 -0.00080588410295327696 2.9127261765371644e-05 7.8118187720428706e-05 -6.4806395883688301e-05 0.00010987853706997222 0.00048700094113609166
leaf_count=94059 13044 34694 6833 2828 10243 14263 11077 5525 4349 10663 39559 22898 220 19605 4972 3187 2516 7427 3273 3716 746 2563 5028 12894 312 1734 11222 10119 1077 1285
internal_value=0 -0.0118237 -0.00299983 0.0254933 -0.0835826 -0.139311 0.0663965 -0.0280852 0.071533 -0.0388803 -0.0626285 0.0147778 0.10043 0.0398212 -0.0519552 -0.0663468 -0.0777033 -0.0881558 -0.0237459 0.0167288 0.0852272 0.0643701 -0.0190129 -0.0867556 -0.0378215 0.111222 -0.0116553 0.0108387 0.204132 0.326729
internal_count=361931 267872 230322 107779 37550 24506 54851 122543 11182 111361 76834 34527 11629 43774 71309 63774 60587 58071 18512 15239 11409 7535 52928 18234 13206 7812 24169 21341 4096 2362
shrinkage=0.000980392


Tree=2923
num_leaves=31
num_cat=0
split_feature=659 450 842 82 15 846 512 409 143 762 634 283 483 1256 83 955 1452 294 977 816 865 416 495 777 556 1458 1469 1043 1020 83
split_gain=14.2497 32.3287 27.2098 23.0179 18.7297 18.6083 23.8824 18.5055 18.5774 19.6628 18.494 17.9502 21.4916 26.6146 20.8756 17.9374 29.4908 27.6023 26.4775 26.0462 27.9767 25.3805 23.8168 27.8642 23.6327 22.8241 22.2361 21.7404 21.3266 31.2668
threshold=0.62821384419828064 2.2203088264540187 2.3752998519744484 -1.2516974807046954 0.98647040357437843 -0.74788848746553482 1.2915124542193543 1.8072418525143996 3.0703274795902598 2.4499729568331476 -0.54409308807544943 -1.1857451672171662 1.0701319362617172 -0.48764283547412329 1.1308777022134646 -0.56067130660624642 0.90005214643023135 0.99409954385117427 1.1068713853891803 2.9000507500104784 1.0000000180025095e-35 -0.74349281223333785 -1.2356503748313998 -0.95141510316105993 0.90857785803576074 1.9740088896168135 1.4039267167446501 0.22608059157993152 0.44670980992553178 -0.60074697868893046
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 7 3 4 -3 -5 -7 11 9 -9 -10 12 14 -14 -2 16 19 26 25 20 21 27 23 -22 -24 28 -18 -1 -17 -30
right_child=1 2 -4 5 -6 6 -8 8 10 -11 -12 -13 13 -15 -16 18 17 -19 -20 -21 22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0026761295470686458 0.0072273291306703576 -0.041798610453200408 -0.038345752271168113 0.033003352955167591 0.045634560669314143 0.0047420374302016939 0.033208272301957935 -0.014887405276413912 0.084487645941022552 0.064599071841524164 -0.0080897664553868497 -0.0027925685951631228 -0.00906950582852834 0.055216841356680757 -0.022448528186330571 -0.0013092644902784377 0.0084229875174146353 -0.0073970181856732493 -0.004419272241255344 -0.016631474565031574 0.020270934379986873 -0.00011198132247650609 0.003939953695526857 -0.015319498830417291 -0.0032083697705494554 0.006008823348322782 -0.035900915598689992 -0.014784458244682497 -0.0035598345260071957 0.0034587160411873822
leaf_count=6861 2277 213 146 385 31 2219 389 4012 54 46 93 46069 150 210 353 124519 11309 1860 23789 1003 367 32687 39543 2224 7347 6905 211 3531 11964 31164
internal_value=0 -0.0394243 0.158242 0.196662 -0.524054 0.240116 0.176193 -0.0554125 -0.235343 -0.273464 0.668728 -0.0445453 0.133344 0.648347 0.0551002 0.00120596 0.0243268 0.120695 -0.012831 0.00966967 0.0138684 -0.0307468 0.0488944 -0.189762 0.0588448 -0.00264083 0.157973 -0.143823 -0.00877343 0.0336639
internal_count=361931 56647 3383 3237 244 2993 2608 53264 4205 4058 147 49059 2990 360 2630 305284 106943 13380 198341 93563 92560 43079 49481 2591 46890 174552 11520 10392 167647 43128
shrinkage=0.05


Tree=2924
num_leaves=31
num_cat=0
split_feature=785 519 727 713 921 783 934 382 126 1040 395 1011 990 789 774 677 279 54 700 634 515 1460 1052 782 879 503 691 470 826 696
split_gain=30.8943 25.6695 39.6632 32.1366 36.1099 79.8814 34.606 30.3742 28.7417 32.2658 29.5766 32.5679 27.1394 26.9888 26.2013 25.7066 30.155 25.6805 26.5599 25.3488 25.3483 28.8159 29.0179 24.8728 25.6479 27.6071 24.5847 25.6302 24.0542 23.6655
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1794202161759346 0.66415532897360485 1.0000000180025095e-35 1.09266583130301 1.1248358748350926 1.5033568469461875 1.0000000180025095e-35 0.67399173339163976 2.8571107612274447 2.3055812956417041 -0.80095149622471629 1.4353143596930875 0.9504607190545632 2.2262881354654804 -0.84243843966579501 -0.65854580630962423 0.20835388421531212 1.2472709466282978 0.66595742291584703 1.8203795342833418 1.0063747307946984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 8 14 23 13 10 -10 15 28 -7 -4 -6 16 17 -5 -19 -18 21 -17 -23 -2 -25 -26 27 -11 -12 -27
right_child=1 2 7 4 5 12 -8 -9 9 26 11 -13 -14 -15 -16 20 19 18 -20 -21 -22 22 -24 24 25 29 -28 -29 -30 -31
leaf_value=4.7453710374426716e-05 0.0002925297668476394 -6.3147946601133738e-05 0.00027516209533714895 -0.00018114674946481527 -5.7079836795764083e-05 0.00015278379550730015 -3.5365664674956348e-05 1.05479660038605e-05 -0.00022784546131694673 -2.4027687387439245e-05 5.0987475112623904e-05 -0.000135877314382245 0.00046973147730199592 -6.0962188884073411e-05 0.00016635361231771877 -0.00011271954864369253 -0.00028836680657610552 -0.0006675149897164038 0.0020719867997814568 2.5847369635449546e-05 6.7608961072524563e-05 3.3489772657536643e-05 0.00094968520606659957 0.0001675332761180364 6.4300580834414194e-05 -0.0002738525383708943 -0.00012663061184099307 7.6757222811658647e-05 -0.00018103658306083202 3.5995927340189146e-05
leaf_count=29559 2071 9447 5244 35725 25374 5197 29802 5700 5285 63488 20070 8371 1541 1127 2714 38657 2579 1074 22 7925 6600 4932 179 6235 12002 3246 10173 12831 2213 2548
internal_value=0 -0.0256951 0.043919 -0.0318211 -0.0437804 0.0237308 0.0167496 0.119124 -0.0558288 -0.025287 -0.08081 -0.0214064 0.230489 0.216666 -0.033737 -0.104838 -0.15611 -0.199107 -0.613487 -0.0368559 -0.0708554 -0.0912875 0.0658544 0.0766842 0.0547745 0.00737377 -0.0160956 -0.00269756 0.0251628 -0.135937
internal_count=361931 332372 21518 310854 254950 34826 55904 12071 220124 91777 128347 30654 6738 6371 28088 97693 47325 36821 1096 10504 50368 43768 5111 26102 24031 17796 86492 76319 22283 5794
shrinkage=0.000980392


Tree=2925
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 962 872 934 831 689 954 967 959 789 797 706 355 209 810 470 1456 1323 1425 131 827 767 941 967 1039 1323
split_gain=26.2756 22.0498 36.2731 30.5742 29.0254 33.5725 31.5135 31.4168 29.05 28.2575 28.5599 29.4578 27.465 25.7199 24.8515 23.7254 25.2252 23.2655 23.1295 24.3886 23.0454 28.2252 23.7228 31.0334 22.6908 22.523 22.8938 22.5239 22.3097 22.2978
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3714217264408297 3.0757328524286596 1.0000000180025095e-35 2.0523937188146193 -1.1110989058077336 0.98873640907070304 1.0416760712798214 0.84086088814742543 1.1248358748350926 1.0000000180025095e-35 0.85558832110916161 1.4218347872305723 1.3930109656029248 1.0000000180025095e-35 0.66595742291584703 0.48268798061829216 -1.0861590716709413 1.1710607803345987 -0.97947116861403372 -0.36836247429892682 0.81551821340532671 1.0000000180025095e-35 -0.28005109173183712 0.84986906039039833 -0.2937925637027064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 15 13 7 6 8 18 9 12 11 20 -6 17 -14 -3 -17 24 19 29 22 -22 -11 -24 -4 26 -25 -27 -23 -2
right_child=1 2 3 -5 5 -7 -8 -9 -10 10 -12 -13 14 -15 -16 16 -18 -19 -20 -21 21 28 23 25 -26 27 -28 -29 -30 -31
leaf_value=4.3704028759819518e-05 7.1691407225173072e-05 -0.00014032589131043963 0.00012918730351022429 3.8648151230944608e-06 7.9104204862752908e-05 -0.00011078558864384214 0.00018882016219885287 -3.3119938059646385e-05 9.469197728427612e-05 -5.5083016551392819e-05 6.5911489607345453e-06 -0.00015972212790975394 2.0974837824077384e-05 -6.0388030644263486e-05 -0.00019845421433727935 2.4165325081818503e-05 0.00066487108809906595 -0.00019734236748927575 -1.4909707577170722e-05 -3.1211887181891933e-05 -0.00041306850248118735 -6.6270222423120274e-05 -0.00012012722447290737 1.7751083020048626e-05 0.00041569425955242337 -0.00020303931216566324 0.00025804800697146207 0.00024714788474487418 -0.00029273211013018733 0.00025746695188550713
leaf_count=29559 6052 6191 1823 5700 17939 45726 2801 29802 7791 83950 31644 18186 6465 1127 4439 2965 291 415 10530 3398 2149 16189 4570 3115 3006 1714 4368 696 3208 6122
internal_value=0 -0.023887 0.0407175 0.112773 -0.0295753 -0.0409655 -0.0304311 0.0166349 -0.034092 -0.0399462 -0.051777 -0.0676278 0.0257701 0.210844 -0.0644254 -0.0629606 0.0856834 0.273498 0.0737785 0.12463 -0.0548711 -0.126635 -0.0398459 0.0423118 0.313497 0.106531 0.16559 -0.0742405 -0.10075 0.172551
internal_count=361931 332372 21518 12071 310854 254950 209224 55904 206423 198632 169789 138145 28843 6371 10904 9447 3256 5244 26102 15572 119959 21546 98413 14463 4829 9893 7483 2410 19397 12174
shrinkage=0.000980392


Tree=2926
num_leaves=31
num_cat=0
split_feature=785 728 207 415 1134 1452 699 1331 1079 777 1454 496 1237 976 11 1362 1467 1467 1457 1463 1373 702 77 1116 195 1382 562 82 833 1258
split_gain=14.3586 16.4367 15.8607 15.7507 16.4861 15.7658 19.5979 18.8292 15.7034 20.7449 16.756 27.0433 15.5977 17.0862 15.8454 15.9147 17.3031 27.2976 24.5184 20.7122 19.2914 19.6914 18.3731 18.4691 18.5689 18.1928 17.833 19.8134 19.0045 17.7818
threshold=-0.86283290253235112 -0.49008176997875957 -0.96416818996770892 4.2231708133436845 1.0445639817206116 -0.093315144184238946 -0.54615079067027739 1.4774252969143229 0.85386604821755141 -0.76404039319561556 -0.63228822985738853 -0.029216429091752073 1.4298092310842805 -1.2814468668927332 -1.5194077346254709 1.8627633281097242 0.078484787845291684 0.072195445971033334 -0.29043123479038785 -0.26393080214824122 0.8569055847881154 1.5250085222591134 0.3031708366612223 -1.2066685013567404 2.7732118409601112 1.1612341520992626 -0.69227425783416108 -0.50248375795902145 1.2470752257593227 0.1644517153500816
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 8 -7 -8 -6 -10 11 -11 13 -3 -15 16 17 18 19 25 29 -22 26 -24 -25 -16 27 -20 -29 -21
right_child=-2 3 -4 -5 5 6 7 -9 9 10 -12 -13 -14 14 15 -17 -18 -19 22 20 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.012772310427560236 -0.00050607104472268842 -0.018634277924016302 -0.0090771952216581603 -0.0452562527024125 0.019621573946003102 0.019428089249566662 -0.005071533857239045 -0.071145419736451693 -0.096779162026119483 0.01593406007036079 0.027277039216277776 -0.15132637417197045 -0.0082845816198442879 -0.013947435974015857 0.0064798270811723575 -0.011472445346777977 0.0090699005538725109 -0.062717218896064963 0.0073150749308763894 -0.0087420929968532093 -0.011875174478196901 -0.046707181413873318 -0.072702377513555849 0.01861133416898712 -0.074241429713157822 -0.020976252303197378 0.0074691989522048877 -0.015145713642076942 -0.076288224886585945 0.014138895195102761
leaf_count=570 332372 450 2826 89 1885 456 717 58 29 26 103 23 1671 614 3053 761 6287 78 487 1031 1421 239 27 1927 31 321 3136 537 71 635
internal_value=0 0.0407222 -0.112772 0.0581976 0.0611697 0.209425 0.011206 -0.196935 0.329968 -0.282752 0.0479004 -1.01659 0.0408939 0.0565434 0.0654192 0.0758911 0.0881137 0.0428749 0.050496 -0.0408992 -0.163037 -0.333916 0.148225 0.322478 0.347496 0.0786517 0.0687408 -0.173998 -0.44629 -0.00213643
internal_count=361931 29559 3396 26163 26074 3297 1231 775 2066 181 152 49 22777 21106 20656 20042 19281 12994 12916 6700 3326 1660 6216 1985 1958 3374 4231 1095 608 1666
shrinkage=0.05


Tree=2927
num_leaves=31
num_cat=0
split_feature=50 56 1470 1454 773 356 917 657 1055 1191 533 484 581 1391 17 6 894 1184 644 649 1034 1466 851 353 1450 1047 357 74 769 651
split_gain=14.1992 26.7327 21.5878 20.5598 20.3524 23.9881 21.3236 23.3731 22.5906 20.1045 20.0202 19.7801 19.5588 19.5261 19.4575 21.3236 19.8389 19.3381 19.2576 19.1203 18.9526 21.4012 22.2939 20.9029 18.8152 20.9884 19.2114 27.811 21.7134 19.0836
threshold=0.55630078546380823 1.0000000180025095e-35 -1.3782462404802098 -0.98478334500156417 -0.27200786046140574 1.253999394389816 0.57170406023332221 -0.29429909822911982 -1.3970853948506574 1.2029269407014389 1.6588124724289799 -0.69882616631633276 2.1516800948178267 1.165773440211429 0.98227053680918242 0.18415220395458035 -0.73325119029519958 -0.51755231925735157 -0.34929633066952553 0.85789485202400184 0.71742563768805134 2.7761894192587961 0.68308976018130074 -0.63250700036680552 0.2851047416766056 2.4233360593059579 -0.5146853037724709 2.6084137492323562 -0.479131083055578 1.1107569744011787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -2 -5 6 7 -6 -8 13 11 -9 18 -7 15 -11 -17 -14 -1 -19 23 22 24 -4 25 29 28 -28 -26 -22
right_child=3 2 20 4 5 9 8 10 -10 14 -12 -13 17 -15 -16 16 -18 19 -20 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00029314868521451265 -0.014198558155367606 -0.02304784994827519 -0.0017633498032520842 0.0032095936876823557 0.0023648452925819582 -0.013894623346856023 0.063248706042957945 0.0058547499122962128 0.0045780844080352164 0.047632877278270314 -0.008544775171843981 -0.0035229946322195387 0.0030557332187629875 0.0097565880150710087 -0.042403607684994363 0.046415150114805376 -0.030143885351476288 -0.020897000121302547 -0.0036046508899485567 0.015271351777632306 0.0019551139637388518 0.016759085680822003 -0.015045601074311422 0.0016718474433766433 -0.029091034486061009 -0.021664106082035412 -0.0044143177277400081 0.050693164841176787 -0.0064187309713931639 -0.0099024502981174475
leaf_count=54229 1290 473 33311 34685 15294 3264 68 3490 9682 188 5788 9669 1631 456 73 72 144 3077 64401 320 15241 638 2099 93538 1070 582 3548 98 1473 2039
internal_value=0 -0.0140119 0.00441886 0.019224 0.0230842 -0.00545874 0.00929131 -0.0154353 0.10135 -0.164318 -0.0658921 -0.0193044 -0.0442805 -0.216891 0.27534 0.461779 -0.0834248 -0.226853 -0.0383734 -0.345001 0.00597636 -0.050192 -0.061307 0.0173435 -0.0421471 -0.00392467 -0.151619 -0.0525539 -0.318266 0.0107421
internal_count=361931 277768 154110 84163 82873 48188 43991 34241 9750 4197 18947 13159 123658 3720 477 404 216 5028 118630 3397 153637 26788 26150 126849 24051 17862 6189 3646 2543 17280
shrinkage=0.05


Tree=2928
num_leaves=31
num_cat=0
split_feature=1022 1016 1442 821 1450 1066 125 498 838 690 498 905 156 1177 792 836 933 789 898 503 71 1405 954 854 727 685 1176 1462 911 1383
split_gain=14.1661 29.3092 23.1269 22.8147 23.7267 21.3464 20.7278 21.0001 27.089 20.4903 20.5994 22.2692 19.3532 19.5231 19.1463 27.2057 29.2886 21.8166 25.5603 24.3911 30.1549 23.0117 21.5805 21.5408 23.2451 24.1434 23.8532 22.5277 22.0058 21.3196
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2625182715263061 -1.3373200915743719 0.13839823161113457 -0.54928301346280928 1.0000000180025095e-35 -1.0201923177346199 0.36756792883199391 0.76106022531984341 0.90154372286802353 0.77728656586252665 0.092536967486190932 -0.23566131780003438 1.0000000180025095e-35 0.33874722615291447 0.68806224955729689 1.1248358748350926 -0.39563059382848575 1.130236291325962 0.49204140776948663 -0.92467705846825121 0.98873640907070304 1.1246320002485164 1.0000000180025095e-35 0.58104764358843186 -0.21935899125246547 1.3931481072948251 1.8024029143012041 -0.8200809448203642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -5 -8 11 -11 -6 -14 23 16 17 18 -16 22 29 -22 -19 24 26 -26 28 -28 -2 -21
right_child=14 -3 3 4 12 -7 9 -9 -10 10 -12 -13 13 -15 15 -17 -18 19 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0095822455488021995 0.001843841505856056 0.00018224771649114359 -0.012425570082263535 0.033952926720901846 0.0044343957790464253 -0.0059406485880582824 0.0075475854019442616 -0.0065117041618495287 -0.036440480429326357 -0.022308703093647821 0.014522567027467282 0.033559032176729113 0.0034041512185346554 -0.013738440658829185 0.0067649641976987645 -0.002834270944835808 -0.0038164915513284204 -0.0057777216248038697 0.0010325195759573157 -0.034961555277039057 0.071859176931443489 0.018999608771458881 0.0069552071934069473 -0.0060751070015409433 0.0049957448416670701 -0.0036933174469467294 -0.0037110641576596896 0.0092928781468485447 0.015130075503779709 0.0071112272430422082
leaf_count=15616 15147 90468 7322 559 12390 25489 5291 8171 203 915 347 88 1962 2436 15208 40707 13724 11028 25194 268 119 417 1654 4987 33701 4893 19150 1711 1756 1010
internal_value=0 -0.0219938 -0.0631834 -0.0462755 -0.034286 -0.0692543 0.00143505 -0.0938827 0.389379 0.0880288 -0.159448 -0.331098 0.0421014 -0.106831 0.00777258 -0.0113486 0.0160216 0.0392195 0.0649937 -0.0382482 0.217587 0.647625 -0.0731993 0.0343222 0.0430769 0.0801579 0.00114608 -0.0501019 0.0674841 0.00371574
internal_count=361931 171257 80789 65173 57851 41063 15574 8933 762 6641 1350 1003 16788 4398 190674 109329 68622 54898 40402 14496 1814 536 12682 81345 76358 38594 37764 20861 16903 1278
shrinkage=0.05


Tree=2929
num_leaves=31
num_cat=0
split_feature=21 498 400 841 915 497 1246 1449 840 1122 759 488 419 1104 493 616 1237 1035 830 142 996 1393 403 979 1154 1368 856 220 221 137
split_gain=14.1473 17.7944 26.3243 16.7205 14.7769 20.7006 25.1283 23.9816 24.3904 22.2633 21.4926 22.4927 21.9013 21.1015 24.377 20.8025 20.6223 21.3554 25.0258 21.1356 21.0775 20.5711 20.333 20.3165 19.5729 20.5962 22.1629 20.5241 24.0251 19.5531
threshold=-2.7818205974049124 -0.13543265547696742 1.0000000180025095e-35 -0.46667457464143941 0.35539985303639915 0.88162949062981111 1.1923027304460134 2.6019541624284721 0.047251289022531805 -0.79428176187249677 0.92208863382617323 1.8432030650944766 -1.1261899686820704 1.0017638149620951 2.6616188143209736 -0.29367969024018037 1.0010593767449445 2.833357714048466 -0.68719718391228513 -0.9128283076381779 1.0565563832172893 0.29092851839894879 1.0000000180025095e-35 0.56434064245784332 1.6175562831749029 -0.67627449422571728 1.4211049687363173 -0.92999114390669912 0.12036071097316785 -0.66295812347328609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 7 29 10 21 22 11 13 -13 16 15 -15 17 18 -6 -20 -19 -9 -8 -11 25 26 27 28 -18 -7
right_child=4 2 -4 -5 5 6 9 8 -10 23 -12 12 -14 14 -16 -17 24 20 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.026989960161355506 8.7927006536653773e-05 -0.033029496457502021 -0.038745041438120825 0.037419395530032366 -0.012374761489961836 0.013046413231553873 -0.0051982782030378623 0.010083666319567901 -0.0092943640481294391 -0.029342765574214461 0.002709223319931708 0.032518847992979077 0.0017494450065638008 0.0060045461195359986 0.062291581823286327 -0.010929277784802932 0.0089818692500872321 0.0094619840322769985 -0.013422220858622314 -0.0025557417360429408 0.078772624095158658 0.046003754368225624 0.070765359162774571 0.0074727274972239063 0.01358315429054586 -0.021230701786055944 0.055140356310188536 -0.014469041359311775 0.11971245826766 0.0015076569808058393
leaf_count=533 285759 57 177 172 8393 2364 145 587 423 939 8603 377 3341 3965 92 1776 368 451 2936 25089 55 291 71 293 379 4298 115 1638 29 8215
internal_value=0 0.272421 -0.0896233 0.402316 -0.00539008 -0.0370675 0.0487582 -0.0571425 0.241573 -0.261115 -0.0653875 -0.084357 0.0999304 -0.0992812 0.0446111 0.0220166 -0.118665 -0.0973624 -0.104807 -0.0741865 0.396009 0.459739 0.433992 -0.397566 -0.26386 -0.306705 -0.085553 -0.153451 0.427665 0.0843634
internal_count=361931 939 406 229 360992 75233 12027 63206 1301 1448 61905 53302 3718 49584 5833 5741 43751 36924 36418 28025 506 878 216 1232 6827 6448 2150 2035 397 10579
shrinkage=0.05


Tree=2930
num_leaves=31
num_cat=0
split_feature=775 20 569 1461 1458 260 1458 982 929 480 854 1397 346 1383 1461 1461 1451 1451 1462 1454 428 1470 21 1466 1468 1454 1465 1457 1454 1464
split_gain=13.8844 22.0634 20.9487 19.9585 29.0389 22.2821 22.1593 20.4732 19.8632 19.7725 19.5003 19.1924 18.9442 22.7053 20.2561 48.0196 40.628 55.1427 33.7667 33.5635 31.0396 29.4569 28.5804 29.226 27.1813 32.0665 26.3818 26.0034 25.6849 25.6757
threshold=1.2885360410936924 0.1851684095087773 -0.89377477700390184 3.9993613276323443 0.036661978097680334 1.3688607998728337 0.47882582818378627 1.0181867533918652 1.0000000180025095e-35 0.95874203688355186 -0.87473648844905705 -0.9825695463634162 2.2729813834108188 2.8603727085877315 -0.2634310735630721 0.53704323757840622 0.64614069530580831 0.75140231727557782 -0.11741179351746577 0.50933602050530713 1.502772742927575 -1.2599794927054064 -0.89074317784588486 0.29321934873014976 0.82408035764145182 4.1116885815925501 0.96075620535283024 4.5199230557608798 0.59451361664333191 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 12 5 7 -6 11 -9 -2 -4 -5 14 -14 -1 16 18 -18 22 27 -19 -21 23 -16 25 28 -26 -17 -23 -20
right_child=1 -3 10 4 6 -7 -8 8 -10 -11 -12 -13 13 -15 15 19 17 20 29 21 -22 24 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00056518177618108435 0.0094349653007521558 -0.0075513837643886254 0.0073566960173979514 0.043443835313748673 -0.02162196898303502 0.052284818581938008 0.0047327169781104369 -0.037413025527775555 0.038771530366703118 -0.0081745510480588646 -0.0037219812696813203 0.011959296691366444 -0.0058573940901914664 0.11920511195999822 -0.0038328685404706861 0.0021438611351546431 0.0395678489041826 -0.0082347353778817918 -0.0061429279542063115 0.014185114847378045 0.053921026741742907 -0.041525133663981612 -0.014366811845927478 0.048621127066165351 0.009887221137007015 0.024276804315833404 -0.036953482400822767 -0.043174089766907772 -0.010420805122212645 0.010159252688874708
leaf_count=238003 3989 9860 2110 243 523 166 1486 172 52 1037 19256 1295 10422 22 3499 37767 517 1439 4850 902 106 428 12136 139 1565 291 187 172 7374 1923
internal_value=0 -0.0487245 -0.0148887 0.00040229 0.150358 0.332546 -0.0319224 0.261101 -0.368431 0.116046 -0.0482921 0.342915 -0.00185164 -0.111244 0.00112513 -0.0340136 -0.127937 0.187725 -0.1617 0.00617815 -0.0602846 -0.109557 -0.22977 -0.0174753 -0.147858 -0.207907 0.106143 0.0387319 -0.239989 -0.0176539
internal_count=361931 36252 26392 325679 3937 1928 2009 1762 224 5026 21366 1538 321742 10444 311298 73295 24609 2062 22547 48686 1545 10747 15774 3638 9845 8093 1752 37939 7802 6773
shrinkage=0.05


Tree=2931
num_leaves=31
num_cat=0
split_feature=1450 1459 1449 1466 1455 1466 1460 1468 1460 1463 1450 1449 1451 21 1452 1452 1458 1451 1460 1454 1459 1462 1465 1464 1454 1454 1465 1450 1464 1456
split_gain=13.905 28.6349 32.5565 31.7684 31.1088 29.8361 26.9643 59.7711 41.9564 36.8185 65.8771 56.7113 51.2531 37.0526 36.6443 58.1873 46.2304 47.9757 59.4174 63.5727 49.9385 37.0176 43.5016 36.5593 40.6703 36.1237 44.1967 39.9317 35.7619 34.6058
threshold=-0.33386868244407664 1.9632967188765165 -0.075572632224640987 0.62601761964614633 0.35881941651261778 0.69604103696988961 0.058427274985338513 1.5815342945870006 1.7056088962726312 0.093599294775546141 0.20285747808121529 1.2399523804183812 0.68572455544445909 0.43301101584543472 -0.60306845560432254 -0.58360753809991672 -0.65806004995272949 0.41827635420551618 1.5108086050703038 -0.74726004084035758 1.4614626038057483 0.029031219931980396 -0.45749305878403218 0.38951608599244769 1.0000000180025095e-35 -0.82542789839051101 1.0667287811587738 -0.3278807016401048 -0.41753453153697401 0.9901232371825377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 9 8 14 -2 12 23 25 -13 21 -16 -17 18 19 -18 -21 29 -23 -12 -25 28 27 -27 -11 -8
right_child=6 2 3 5 -6 -7 7 -9 -10 10 11 13 -14 -15 15 16 17 -19 -20 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0012974493155557159 -0.0016559258238239641 -0.0033061137422783164 -0.01558820037738096 0.07826976329864721 0.025897405076146403 0.0063739133027235443 0.0010672642775134274 -0.010613023880620699 -0.0019354825152675028 -0.0338933670086956 -0.00083570995630261242 0.0036275733642753536 -0.0061807360226327811 0.024967658068734858 0.041964210282902467 -0.0016768738911765218 0.030986803631095839 6.825889435163234e-05 0.042057939433639654 0.010554343244169248 -0.020108869763635129 0.0074459347033642613 -0.020934178427121943 -0.026160917617720506 -0.005704211227474382 -0.04395158437385438 -0.0031586917616511843 0.01417446514790785 0.0074229874733455319 0.025413916921911212
leaf_count=160059 101968 654 1074 74 1375 899 3952 4051 10347 618 17631 3931 3202 1153 557 5513 1889 4272 777 9190 829 1154 1947 1898 5030 201 2452 13596 727 911
internal_value=0 -0.0204201 0.157121 -0.0360539 0.348417 0.226803 0.00891196 0.0575019 0.0830166 -0.00640158 0.0436122 -0.0252264 0.143358 0.184248 0.126462 0.173282 0.153113 0.212024 0.283287 0.238685 0.163233 -0.0073994 -0.206692 -0.0729195 -0.213596 0.192362 0.219825 0.270267 -0.20503 0.115198
internal_count=361931 164135 4076 2047 2029 973 197796 45389 41338 152407 50439 29643 20796 5084 30991 23027 22470 16957 12685 11908 10019 7964 3101 24559 6928 17594 16249 13797 1345 4863
shrinkage=0.05


Tree=2932
num_leaves=31
num_cat=0
split_feature=785 519 727 588 713 962 934 761 791 861 729 288 921 927 580 382 745 772 864 853 921 965 486 657 927 843 921 783 773 207
split_gain=30.2385 24.7262 39.7772 40.9102 33.2421 34.6855 34.3522 32.2869 30.2206 35.5399 33.2737 32.3426 30.0061 29.0037 27.3401 27.1012 27.0814 26.6693 23.8961 23.8045 25.8598 23.582 25.7458 23.5637 24.0217 23.7315 23.2369 32.5545 22.9067 22.4242
threshold=-0.86283290253235112 2.1420547332082829 -0.682906484622256 0.71188872395471614 1.0000000180025095e-35 1.3714217264408297 1.0000000180025095e-35 2.4130835502434373 1.0000000180025095e-35 1.0000000180025095e-35 0.75637635299260908 -0.87955825726131198 1.0525743831388839 1.0483613175537825 0.89899322372093049 1.0000000180025095e-35 1.0191313245711819 0.94391587442470348 0.72275257928592751 0.91359539958596292 1.0000000180025095e-35 0.85800615833067029 1.7878238918079068 2.2603408215975165 1.0483613175537825 0.96481246942091581 1.0525743831388839 0.2400496438953339 -0.28016457205055723 -0.36865139828100285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 15 6 7 21 8 16 -10 11 -11 -9 -5 -12 19 17 18 26 20 -4 22 -2 24 -20 -26 -6 -28 -23 -17
right_child=1 2 3 13 5 -7 -8 12 9 10 14 -13 -14 -15 -16 29 -18 -19 23 -21 -22 28 -24 -25 25 -27 27 -29 -30 -31
leaf_value=5.22500751966993e-05 0.00010508230517247534 -0.00015053912692342364 -3.2343714311095976e-05 0.00035076786249970023 -2.6687680502274397e-05 -0.00010943107399375642 -2.8807949082340994e-05 2.8459370010715531e-05 -5.9537342384905505e-05 -9.7088793647168631e-05 -7.7253184492084858e-05 0.00013248247832562231 0.00038720013640933769 -0.00017261687695505854 0.00029363614866315964 -0.00022424843671622752 -0.00013767655389112135 -0.00011476705168816389 -0.00013300114583187313 0.00035388951494102518 0.00025635088741568133 -0.00014090744871122479 0.00042325958770920752 -0.00048344436264036888 0.00014613860054187713 -0.0010569181616655393 -3.2709567925146338e-05 0.00017880200631202568 8.4318923525097489e-05 2.7398569861163409e-05
leaf_count=29559 15548 3763 4030 3150 75332 45726 29802 3644 25870 3877 12971 18745 1576 496 1326 2433 17644 19786 10990 1460 1940 4174 1135 801 2274 86 7771 6531 5245 4246
internal_value=0 -0.0201192 0.0482794 0.0888579 -0.0261517 -0.0383403 0.0233739 -0.0276296 -0.0324066 0.0103687 0.0539522 0.101493 0.147668 0.283661 -0.0444778 0.036925 -0.0512294 -0.0395814 -0.0246511 0.124028 0.0644347 0.0832418 0.133272 -0.111171 -0.0886531 0.108862 -0.0103626 0.0727202 -0.00927569 -0.0605298
internal_count=361931 332372 21518 17755 310854 254950 55904 209224 204004 62789 36919 22622 5220 3646 14297 14109 141215 123571 103785 7430 5970 26102 16683 14151 13350 2360 89634 14302 9419 6679
shrinkage=0.000980392


Tree=2933
num_leaves=31
num_cat=0
split_feature=1431 1452 1468 501 332 471 563 1452 1040 495 816 840 966 1397 1391 1104 1038 20 147 355 221 963 414 639 1458 1449 1120 623 156 1461
split_gain=13.8797 17.7568 19.4707 22.5582 18.642 18.9838 22.3984 21.0476 20.4078 21.2961 20.5267 20.8999 19.5082 18.8369 18.5707 18.2011 21.642 21.1871 18.9063 18.7909 19.2724 17.3148 17.0424 17.018 16.9494 24.0558 18.5409 22.0547 16.8993 22.3385
threshold=1.0099929608726099 0.13166737952109073 0.82408035764145182 2.1413696499904131 1.0000000180025095e-35 0.35930717134390644 -0.89584505035168938 0.075388382208316021 0.33156885994427371 -0.65778290401795914 1.6237992503990648 0.31478730322332155 0.81618014446813469 -0.99596148026643838 2.2608299161800152 0.58516592469303652 -0.32065791260662396 -1.0888461416140987 0.093704233871185996 1.6636735545668528 -1.4327281389678319 1.0000000180025095e-35 -1.3413774372091869 -0.038229073993074826 0.66189245597426216 1.6835273741192649 -1.5912195794942341 0.024614981428295327 -0.58038445918863546 3.2413757995883876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 4 3 14 -2 13 -7 8 24 12 11 -11 -10 22 15 -3 17 18 -17 20 -19 -13 -6 -24 25 26 27 -8 29 -1
right_child=1 2 -4 -5 5 6 7 -9 9 10 -12 21 -14 -15 -16 16 -18 19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011829242934112347 -0.0069819433191515264 0.001454964746786587 -0.0086043200976985128 -0.021756327978927889 -0.044933033958257471 -0.017242435766104274 0.13142344033711303 -0.047246666609005519 -0.03430860917025326 0.017599033767150024 -0.0034597757249460199 0.014796706954219981 0.0625353625578383 -0.0016799776491433745 0.036786061235456385 0.035355061798496033 0.0029006093214765539 0.10569756711740455 0.18140553189824407 -0.055977993201185045 0.022565510116516339 0.066339096919429796 -0.0034465595354390673 -0.026989815038845677 -0.017405711957516508 0.060378127584868671 0.0032140384092361461 -0.028239956492615209 -0.00044445952067543888 0.012953945338950675
leaf_count=79602 18846 8645 2541 740 271 663 36 88 162 429 203 103 33 14435 248 30 1139 61 25 75 996 222 1616 725 403 80 2415 21 225147 1931
internal_value=0 -0.042252 0.0337102 0.0758056 -0.0702954 -0.0261375 0.0929955 0.144994 0.166955 0.402509 0.515534 0.67276 -0.328365 -0.0689793 0.0994678 0.0831006 0.276965 0.537919 2.03753 0.456164 0.528933 1.04304 -0.263599 -0.199829 0.0664462 0.134116 0.0909705 1.48218 0.001432 0.030119
internal_count=361931 55251 14500 11959 40751 21905 4858 4195 4107 1152 957 754 195 17047 11219 10971 2326 1187 55 1132 1057 325 2612 2341 2955 2552 2472 57 306680 81533
shrinkage=0.05


Tree=2934
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 727 356 878 859 1022 146 48 1288 968 283 730 783 934 514 603 660 8 563 497 29 1169 156 694
split_gain=26.4552 24.7438 22.7291 28.9629 24.8448 22.6452 60.7875 21.406 19.4382 19.396 19.4717 19.3003 22.3133 21.2551 19.8199 22.3018 20.3543 19.1815 33.4899 28.4314 26.1269 23.3011 25.7212 21.0778 20.334 19.4719 19.1433 19.0113 24.8271 19.125
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.88459116152366701 2.630508148566769 -0.98545034728205338 1.0000000180025095e-35 2.7503861831498626 1.8372674881307383 1.3901882842073681 -0.23957137006885484 -1.6929952809944913 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 2.0405992520496379 2.5623266075722904 0.82152675923177465 0.18848160436186537 -1.1003691979828194 0.46142562453403596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 11 17 -5 6 -3 -1 -8 10 -6 12 13 14 -2 16 -16 18 20 21 -4 22 -19 -24 -21 -20 -22 28 -15 -29
right_child=1 5 3 4 9 -7 8 -9 -10 -11 -12 -13 -14 27 15 -17 -18 19 25 24 26 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.7407533184987682e-05 -3.1581978603453543e-05 -6.5164463523070785e-05 4.6284119397008027e-05 -0.00011711959629141088 0.00049757387393947945 -6.546056057261319e-05 -0.00021279171552552603 9.8792926667203121e-05 0.00053219129711713927 -0.00077614100411247788 0.00016955795293014032 -9.1573593568111231e-07 0.00030576665567401087 0.0018254454635314046 0.0011263197182890875 -4.1917255762139249e-05 -0.00034182008316018572 0.00015990288564156192 -8.5656921210139307e-05 -7.9951081765673409e-05 0.00055514791849227093 -2.477178112838616e-06 -0.00045728923667809698 0.00062065824039415267 0.00085107951325039252 0.0004060936447717585 -0.00019329557936010439 -0.00069826328903412863 -0.00013699265076139736 -8.9970765050284416e-05
leaf_count=12551 72974 4821 6880 1294 983 93730 198 17008 1186 82 5236 103001 802 40 54 4153 4691 2134 17354 3635 816 1982 101 996 97 331 225 1125 2810 641
internal_value=0 -0.0204467 -0.00873461 0.036775 0.154444 -0.0557273 0.0816789 0.0482939 0.451276 0.20809 0.221811 -0.0198437 -0.0480883 -0.0523658 -0.0437927 -0.169234 -0.322149 0.00887139 -0.022412 0.0948646 0.0963864 0.195978 0.299905 0.553519 -0.0529724 -0.0763318 0.421896 -0.225486 -0.112716 -0.474971
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 1384 6301 6219 190291 87290 86488 81872 8898 4745 34551 25606 8945 7921 5213 3231 1097 3732 17685 1041 4616 2850 1766
shrinkage=0.000980392


Tree=2935
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 730 783 934 514 603 660 8 1022 146 1002 209 48 1288 968 283 563 516 1388 727 746 398 356 1169
split_gain=29.883 21.6035 23.3083 28.5664 25.5594 22.4858 60.8095 21.6887 35.194 30.651 27.6807 22.6399 25.231 20.9898 20.6731 22.4387 20.5356 23.9617 20.5189 20.412 22.2331 20.3297 20.1909 19.5502 23.2027 19.4195 19.3909 19.3834 19.2746 19.2111
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 1.0000000180025095e-35 2.7503861831498626 0.69854289147193727 0.23696906566319156 1.8372674881307383 1.3901882842073681 -0.23957137006885484 -1.6929952809944913 2.0405992520496379 1.0000000180025095e-35 -1.0285454770005755 1.0000000180025095e-35 0.66766320980544069 1.373454536460835 -0.88459116152366701 0.18848160436186537
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 14 7 -5 6 -3 8 10 11 -4 12 -9 -14 15 18 -6 -18 19 26 21 -21 -11 -10 -25 -1 -2 -26 -8 -20
right_child=1 5 3 4 16 -7 28 9 23 22 -12 -13 13 -15 -16 -17 17 -19 29 20 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-1.149396420426433e-05 -4.1185971578165875e-05 -6.4732134424245365e-05 4.4524707578678235e-05 -0.00012309326267920511 0.00025263757484012678 -6.4539034410788536e-05 -0.00020973427330819199 0.00016748544487977005 -0.00017476736054861431 -8.1269016919821376e-05 0.00042278048805852549 7.8437690789283964e-06 -0.00045169345974103509 0.00062435949380839522 -2.555593513734634e-06 0.00030329701745371936 -0.00041039413634413169 0.00024047080983930698 -0.0001100601415350829 0.0011185270290409678 -4.7276860119057852e-05 -0.00034620043626955424 0.00084579769028378653 -0.00031127395488701461 3.8385625736894069e-05 9.9113638841337847e-05 0.00019823153910253902 -0.00030342896120068785 0.00053205323455263415 -0.00046670607310653049
leaf_count=12551 71557 4821 6880 1294 5339 93730 198 2134 6979 3635 1041 1982 101 996 103001 802 480 482 2850 54 4153 4691 97 1407 8466 17008 1417 833 1186 1766
internal_value=0 -0.0218705 -0.0109379 0.0351218 0.151916 -0.0548276 0.082013 0.00742724 -0.0257928 0.098882 0.0959452 0.203981 0.306343 0.557502 -0.0221775 -0.0513642 0.206332 -0.0762026 -0.0556462 -0.0472375 -0.174308 -0.326687 -0.0544373 -0.0809991 -0.0252092 0.0511423 -0.0354951 0.00946231 0.451586 -0.225617
internal_count=361931 332372 232437 42146 7595 99935 6205 34551 25606 8945 7921 5213 3231 1097 190291 87290 6301 962 86488 81872 8898 4745 3732 17685 10706 29559 72974 9299 1384 4616
shrinkage=0.000980392


Tree=2936
num_leaves=31
num_cat=0
split_feature=785 519 727 713 869 921 783 934 382 126 1022 140 912 1230 209 810 470 395 831 495 1462 924 706 355 1147 1055 692 858 766 214
split_gain=30.0533 24.0582 36.3852 35.3661 37.2855 38.8188 61.174 34.7749 32.8354 29.6203 27.2219 27.7671 26.9365 26.4193 25.6661 23.8641 24.7192 23.8511 24.8621 23.9739 24.825 23.8499 23.8485 25.0587 23.3581 24.5773 23.0637 23.0578 22.8874 23.8063
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 2.0688630952352867 2.3457019632811744 1.4237363317142799 1.0000000180025095e-35 0.66595742291584703 0.66415532897360485 -0.28565029843383832 0.86659163105887627 1.4813153935732892 1.8999064755685127 0.85558832110916161 1.4218347872305723 1.0000000180025095e-35 -0.69726048215905656 -0.91671528415897374 1.0825608069246189 -0.45228654518479167 0.37772781070951184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 22 7 5 9 -7 15 13 10 12 -12 17 14 26 16 -2 19 -19 20 -5 -6 -3 -24 25 -9 -4 -8 29 -29
right_child=1 2 8 4 21 6 27 24 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=4.8465307727283059e-05 0.00017785177690206596 -0.00013774648567846929 -0.00025046689606422095 -0.00010248187195193398 -9.6361820341631438e-05 -2.6871899648829572e-06 0.00030908578676498277 0.00011677422298649443 2.9714183669213935e-06 -2.5087170482768864e-06 0.00071477554315118501 9.9125705038680385e-06 0.00016788209758146643 -0.00021152402351380477 -0.00021706725136427788 -8.771366379833979e-06 -2.3853066461416293e-05 0.00011376754437400523 -6.347321206467739e-05 -0.00021331725803040561 9.6045340822934009e-05 7.0733765778524741e-05 2.7423484932856862e-05 0.00066538376306133967 -0.00016862076269765527 -4.3912087867817252e-05 0.00032278135583630607 0.00041292412940310364 -0.00075089851955166607 -0.00085378663829942291
leaf_count=29559 12174 6191 331 44909 80985 18861 4522 5816 5700 62837 373 667 2213 529 446 10530 3398 5147 14814 10045 3617 5393 2965 291 6076 17910 5065 285 191 91
internal_value=0 -0.0237446 0.0437005 -0.0296816 -0.0422372 -0.0233926 0.0590083 0.0213267 0.115816 -0.0385104 -0.0698004 0.269102 -0.0755059 0.21732 0.257731 0.0814779 0.133131 -0.0833908 -0.0189516 -0.110979 -0.0870407 -0.0868865 -0.0600941 0.088741 -0.0316744 -0.00296635 0.296527 0.264084 -0.138874 0.150815
internal_count=361931 332372 21518 310854 254950 168572 23950 55904 12071 144622 81785 1040 80745 6371 5842 26102 15572 78532 19961 58571 48526 86378 9447 3256 29802 23726 5396 5089 567 376
shrinkage=0.000980392


Tree=2937
num_leaves=31
num_cat=0
split_feature=129 1256 1260 984 652 1315 557 1243 960 828 631 89 279 205 1008 869 486 215 1121 489 21 42 585 647 574 563 836 1117 1469 1449
split_gain=14.0681 16.3974 17.3856 19.7785 17.2701 23.7952 21.023 19.8046 19.3242 18.8362 19.271 18.4221 20.7103 19.7772 18.2778 20.2767 18.0773 18.0638 20.2294 24.0559 19.2567 29.8463 26.425 34.9619 48.864 31.0658 24.989 29.1522 28.7436 21.8968
threshold=1.0000000180025095e-35 -1.5789511732583497 0.68833495884961426 0.52714710898167194 -0.98896428961744431 1.5672501076390903 1.9417236658381929 0.1673682737289636 -0.64257916016084482 -0.18076578715195304 -1.2663851902378991 -0.49622394640172091 1.4334645385581297 2.8984225976606797 1.0000000180025095e-35 1.0000000180025095e-35 -0.81390098570221425 -1.8393526145593346 -0.63197346500992857 -0.39954807220783489 -0.13431221002227373 2.1588699350178979 0.59573659850611882 -0.87782724458594241 0.6251511886302028 1.4956920619133087 0.58896924130183403 2.0461371508627209 -1.1492986858044119 1.1079199123424177
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 17 8 11 -3 14 -11 12 13 -7 -8 -16 -9 18 -6 -20 21 26 29 24 -24 -25 28 -28 -19 -22
right_child=-2 4 3 -5 5 7 9 16 -10 10 -12 -13 -14 -15 15 -17 -18 20 19 -21 22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0031083850329386084 -0.0023128536395014051 -0.0012608863736651215 -0.029227265800926522 0.0073345201134213571 -0.024473346754546054 0.0046710314625185304 0.033876623914098049 0.0025324490669916058 0.0039204175389697862 -0.034879816788177136 0.0075349975525471867 -0.005497348174119298 -0.022335139671417991 0.043307509936999777 0.023969795446979594 -0.020419716424883286 -0.014123920232486271 0.0075813766859273869 -0.017376298784245261 0.011580525160827202 -0.0022900278496677095 0.012405895882559439 -0.0076518242294643232 -0.0010483228389644935 0.022050171265684235 0.0083112925286150351 -0.0025420272066113067 0.020335623426653404 0.0011642223551342082 0.0032295791076100105
leaf_count=5736 48087 16616 1106 455 1108 4094 613 1779 19487 180 1269 7858 395 145 285 246 4993 9358 1065 1020 87722 3242 1018 22247 1950 5505 28200 709 75826 9617
internal_value=0 0.000609102 -0.123955 -0.395044 0.00286914 -0.00405268 0.0464825 -0.0893279 0.0322319 0.234752 0.0677527 -0.03553 0.0813139 0.128895 0.439317 0.129699 -0.209286 0.00159909 -0.199236 -0.0420951 0.00354157 0.0260272 -0.0151328 0.0409115 0.259901 0.0155623 0.0195683 -0.0387086 0.0407763 -0.0339529
internal_count=361931 313844 7297 1561 306547 267851 38696 19264 36103 2593 1449 12492 4634 4239 1144 531 6772 248587 3193 2085 245394 117335 128059 30720 2968 27752 114093 28909 85184 97339
shrinkage=0.05


Tree=2938
num_leaves=31
num_cat=0
split_feature=1097 407 1470 785 713 317 1455 210 889 471 921 1456 791 854 797 513 990 1469 1455 622 470 1154 1462 1464 809 1193 501 570 477 830
split_gain=29.8379 37.701 28.3279 27.0144 25.7327 25.3248 23.9632 22.6849 23.5181 46.7633 37.0595 36.8869 35.819 40.1024 93.8762 31.3424 28.9227 28.7461 28.6794 24.7827 24.7252 26.2207 24.353 23.0326 22.6748 25.0117 25.4213 22.662 22.3015 21.8681
threshold=-0.64966988391888181 -1.2965003005540392 -1.1417127449306028 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35881941651261778 -1.5255039139934115 1.0000000180025095e-35 -0.93081268283970298 1.0525743831388839 0.9901232371825377 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 1.0454229551509682 0.65656536832909496 0.23550153252728254 0.46304910557563933 -0.31864562596385676 0.66595742291584703 1.0000000180025095e-35 0.75580104903291256 0.11719349514402237 1.0000000180025095e-35 0.21897593282409955 -0.50030596237753411 -0.62967000509870463 1.0000000180025095e-35 1.1506748530419184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 -2 24 -5 9 -9 12 -10 13 14 15 -11 29 18 -13 -20 21 23 -15 -14 25 -4 -27 -26 -24 -12
right_child=1 3 6 7 -6 -7 -8 8 11 10 16 17 20 22 -16 -17 -18 -19 19 -21 -22 -23 28 -25 27 26 -28 -29 -30 -31
leaf_value=4.882500341598041e-05 -1.7300743910273053e-05 -0.00017173227830633744 -9.1897443447887668e-05 -0.00017922618959217477 9.4353214919390074e-05 -0.00015864352265245661 -4.2650652413543609e-06 -0.00018236421460158373 1.0877531615325003e-05 -0.00018494298428347149 -6.5385671888522925e-06 0.00032124542770792095 -0.00015095382831587463 -4.9882277060633348e-05 0.0003816189207192192 0.00035526583298793818 0.00024737461317010976 -5.5225170780667908e-05 0.00023864238269630605 -0.00031690242650720475 0.00016026559347496393 7.6633077854517819e-05 -0.00021953834656152785 7.0953077938933691e-05 1.78320216512864e-05 -9.1706615099164886e-05 -0.00035550625153033259 -9.4430218032557844e-05 4.5790304598199989e-05 0.00024352774157790645
leaf_count=12690 14610 1891 22054 4527 20455 16739 25220 9691 52515 3590 9276 4508 8008 54351 2704 477 3667 2246 740 719 5294 10356 7626 3796 14395 4874 8846 32635 1641 1790
internal_value=0 -0.00673831 -0.0538321 0.00276451 0.074291 -0.0900665 -0.0684084 -0.00607283 -0.00269845 -0.0202106 -0.00897627 0.0332818 -0.0249151 -0.0511183 0.102551 -0.112707 0.0899121 0.169342 0.243695 -0.0213356 0.0425934 0.00646629 -0.0690087 -0.0774285 -0.0911625 -0.151039 -0.256032 -0.0599462 -0.171822 0.0353467
internal_count=361931 241217 120714 209868 22346 31349 108024 187522 182995 122267 112576 60728 97843 70389 6771 4067 14733 8213 5967 1459 27454 22160 63618 11804 82804 35774 13720 47030 9267 11066
shrinkage=0.000980392


Tree=2939
num_leaves=31
num_cat=0
split_feature=785 519 727 713 869 921 783 382 934 126 1022 140 912 789 566 706 355 395 831 495 1462 209 810 470 774 84 858 766 214 486
split_gain=31.4659 22.5734 37.547 32.615 35.1094 38.3515 59.2955 32.1984 31.7596 29.1592 27.2165 27.4346 26.4303 25.568 25.0964 23.9366 24.9569 23.7125 24.8064 24.2302 23.4969 23.2437 22.9551 23.8489 22.7398 26.2814 22.6608 22.9622 23.8496 22.5265
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 2.0688630952352867 1.1248358748350926 2.1059719136688364 0.85558832110916161 1.4218347872305723 0.66415532897360485 -0.28565029843383832 0.86659163105887627 1.4813153935732892 1.3930109656029248 1.0000000180025095e-35 0.66595742291584703 2.0337706395076944 0.59871571442279004 1.0825608069246189 -0.45228654518479167 0.37772781070951184 1.8692550303841236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 15 8 5 9 24 13 22 10 12 -12 17 21 -6 -3 -17 19 -19 20 -5 -4 23 29 -7 -26 -8 28 -28 -2
right_child=1 2 7 4 14 6 26 -9 -10 -11 11 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=5.555519363042479e-05 0.00015169151433027159 -0.00013635598130650337 0.00031682296539064543 -9.6042033606802589e-05 -8.7570822633162927e-05 -1.391629698125939e-05 0.00031072977547821982 8.4899731766487156e-06 -2.5163408968436867e-05 2.8524824091214597e-06 0.00071865233821496706 1.7172623474762087e-05 0.00017169274772730353 -4.982743186739926e-05 0.00011312635808384704 2.9558088393715786e-05 0.00066711760099905982 0.00011959730318981138 -5.7755320615645258e-05 -0.00020818096181577994 9.7317426291801423e-05 -0.00018723621395322408 -6.077247489720342e-06 -2.1151124457305902e-05 0.00061857846865745339 -0.00017919225412597149 0.00041943305683901465 -0.00074754953486757137 -0.00085080926544994263 0.00051850206937128238
leaf_count=29559 11450 6191 4829 44909 83256 18075 4522 5700 29802 62837 373 667 2213 1127 3122 2965 291 5147 14814 10045 3617 415 10530 3398 497 289 285 191 91 724
internal_value=0 -0.0181974 0.0471644 -0.023964 -0.0360445 -0.017742 0.0642465 0.120393 0.0250929 -0.0327977 -0.0639083 0.275412 -0.0696264 0.220899 -0.0794843 -0.0584359 0.0908435 -0.0774545 -0.0130959 -0.105017 -0.0808954 0.283237 0.0826301 0.133331 0.00334153 0.353487 0.266227 -0.133875 0.156875 0.180777
internal_count=361931 332372 21518 310854 254950 168572 23950 12071 55904 144622 81785 1040 80745 6371 86378 9447 3256 78532 19961 58571 48526 5244 26102 15572 18861 786 5089 567 376 12174
shrinkage=0.000980392


Tree=2940
num_leaves=31
num_cat=0
split_feature=785 727 405 280 1120 82 1037 835 905 419 771 353 346 635 1470 843 119 222 1230 776 555 1452 492 627 489 700 1320 692 277 693
split_gain=14.4521 15.4659 16.2629 16.69 16.7187 25.5597 19.473 19.2014 16.132 20.1876 16.6073 21.879 19.8736 16.8727 16.1052 15.9683 16.4155 15.3935 16.7085 15.2016 15.0175 15.5893 14.8099 14.6401 16.2428 15.1473 14.6739 14.6396 17.7259 14.6097
threshold=-0.86283290253235112 1.0000000180025095e-35 3.5736363738346935 -1.3466882890892022 -1.1266822034814223 -1.8403654057191534 0.088868968915139054 -0.2220886476468597 1.037999635394202 -0.31523671895390476 2.4187440829971565 0.40392363904482148 2.8082985119855208 -0.68965837910960437 -1.3545928909252491 -1.1968735865305493 0.56114696576568235 -1.2723084873413459 1.0000000180025095e-35 -1.1161330963354517 0.41981732867748484 4.2871782774947578 -1.1029780975532606 0.68140858428442697 2.2844129462327474 -0.45928527137193736 1.9567404373347657 -0.74861040167433779 -0.039926177750597612 0.28318149157078876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 -5 17 14 10 -10 11 12 -1 -13 -6 -16 20 -7 -19 -15 21 -17 -11 24 26 -25 -22 28 -12 -21
right_child=-2 2 -4 4 7 6 -8 -9 9 22 27 13 -14 19 15 16 -18 18 -20 29 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002619454796308809 -0.00047490488266326318 0.044907722399812222 -0.038339028457105483 0.081946467909374821 -0.070822976608102883 0.04348749911667029 -0.031998729086447499 0.0089925008495563129 -0.0051288803069635402 -0.031564559797458293 -0.016155319997993144 -0.038441009495669975 0.047458486262237039 0.032616676477968641 -0.044356332135356343 0.0035836880451599364 0.013615400370420581 -0.034736134567839312 0.0061595377007472906 -0.021959354614540134 -0.0051459929391328135 -0.085809426183276125 0.022479341739085622 -0.054852720444983398 -0.094201168289100051 -0.0058349112411764728 0.051955837667005511 0.0068474272944424805 0.0081087560792472875 -0.00096974090550123982
leaf_count=4331 332372 110 126 25 33 70 387 8031 666 68 969 319 89 82 101 4368 1449 180 384 923 1294 28 861 187 31 155 49 2959 675 609
internal_value=0 0.0415469 0.0864823 0.0920858 0.0859585 -0.182525 -0.247211 0.104526 -0.014705 0.183078 -0.0447234 -0.115878 -0.0309229 -0.30356 0.0232591 0.0306728 0.0422629 -0.0105478 -0.144316 -0.218746 -0.00587306 0.0618445 0.380456 -0.186774 -0.0857078 -0.620596 -0.0523559 0.0542118 -0.125081 -0.267
internal_count=361931 29559 17008 16882 16772 1046 1021 15726 12551 1595 10956 6353 4420 1933 7695 7662 7561 634 564 1614 6112 4396 929 1716 1374 342 1343 4603 1644 1532
shrinkage=0.05


Tree=2941
num_leaves=31
num_cat=0
split_feature=1452 1465 1459 1459 1458 1459 1450 1457 1453 21 21 1452 1452 1466 1459 1457 1452 1450 1458 1468 1449 1450 1463 1454 1463 21 1457 1465 1454 1464
split_gain=14.0374 52.7069 47.6726 71.6021 67.1915 63.8045 54.5964 51.436 56.5826 44.9535 63.8746 39.1881 87.4876 38.0615 37.6662 37.1801 37.17 51.527 96.4333 60.331 86.0364 46.9952 40.6651 40.4876 40.2368 36.694 41.3987 35.8971 41.0633 55.9329
threshold=-0.58911782507014421 -0.58331477857565561 -0.17903548000207106 -0.23672275088034492 -0.32887380860668658 0.14769105951366188 -0.54877514458847465 -0.41944592117090779 0.56824715093290779 -0.32341995197817647 0.62211875780133752 -0.37083480438412358 -0.36594460794295663 0.39005462831376697 -0.26793547271153983 -0.3819645836246745 -0.22703747551118403 -0.38487783430560296 0.044286003631707406 0.43476223954370358 -0.2094576419135441 -0.3278807016401048 0.94170239728407068 1.0692506903199488 0.97777839282527668 0.81122649975724037 -0.54408815310789582 -0.57462309435395464 -0.37563712202834865 -0.30759560755985199
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -4 -6 8 25 -7 -11 -2 -13 16 15 -9 17 18 -14 21 -21 -19 -23 24 -20 26 -1 -3 29 -29
right_child=11 27 4 -5 6 9 -8 14 -10 10 -12 12 13 -15 -16 -17 -18 19 23 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0094221332072527749 -0.0033902356837602712 -0.032605812920508473 -0.030797859687884684 0.035845131606761949 -0.014679556163056273 0.015993281983348526 0.0086225483026435221 -0.025551595884420242 0.053500884830239119 -0.036806802603657866 0.0072767339518875363 0.040793230425415689 0.00086529569244481695 0.0026918205480556973 -0.032690584196819569 0.0058840707321139224 -0.0018285327849170787 -0.031409129876562483 0.028220645254570083 0.039224514919693906 -0.0048663031404505667 -0.0045433714586695269 0.035365864406882906 -0.024575715233818914 -0.034668651928697357 0.026294722044743615 0.027916563235178965 0.0066220821413425866 -0.0036193981057768051 -0.0028294920089123534
leaf_count=1330 60546 483 1808 1155 1596 1293 8545 609 390 915 880 596 7504 47919 498 9265 129101 1024 3418 920 1350 10801 351 265 141 1251 559 18434 31810 17174
internal_value=0 0.0192118 0.0983879 0.189454 0.00717478 -0.23203 0.10514 0.142186 0.367902 -0.0325466 -0.265218 -0.0135406 0.0017096 -0.00119733 0.0557273 0.0835829 -0.0199732 0.0615682 0.176462 -0.0349845 0.298131 -0.106743 -0.0633418 0.462133 0.518078 0.257502 0.040762 -0.0176021 -0.0130188 0.0434208
internal_count=361931 97995 30094 15057 15037 4896 10141 13902 3530 3088 1795 263936 203390 202794 10372 9874 154875 25774 11328 14446 2270 12176 11152 3824 3559 3140 1889 67901 67418 35608
shrinkage=0.05


Tree=2942
num_leaves=31
num_cat=0
split_feature=253 470 1016 2 362 1051 1397 289 557 906 639 846 1458 389 1466 1467 767 557 294 968 66 1117 1465 1456 1099 1470 353 760 986 1179
split_gain=14.1101 17.7581 21.605 19.6528 19.203 18.3791 18.5524 21.6115 17.9953 39.5588 26.671 20.4099 21.0001 20.6428 21.0703 22.3939 17.7076 24.5693 21.6104 18.2026 18.0476 17.1515 17.1201 18.0257 16.8969 17.1886 17.7095 18.5477 25.8561 21.0309
threshold=1.0000000180025095e-35 1.0000000180025095e-35 4.5723976453067694 3.2235193044207455 1.5962784072697322 3.3097721730075098 0.79855766273853168 -0.32716887324417926 2.2954558207873399 -0.6034543658477981 -0.58249728456246441 -0.42508848086430862 -0.20054163340307427 4.2495236141828228 2.2763907064872897 4.0242090356330973 -0.92596193740764343 3.2851109509259637 -0.84138173502293268 1.8405615741705945 0.63891358310822721 -0.51175914495929276 3.116712650924125 5.6068634316437889 1.4149514828101151 2.7334943571571246 0.64575745490753456 1.5446325189549153 2.4239027290163091 0.083073071985429306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 3 8 -3 6 -6 -8 11 10 -10 12 13 14 15 -2 -11 19 -19 -18 -21 -20 -1 -24 -13 26 -26 28 -28 -29
right_child=1 4 -4 -5 5 -7 7 -9 9 16 -12 24 -14 -15 -16 -17 17 18 21 20 -22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=0.00014847131722835015 -0.0068186086254946572 0.00048095375237852038 0.047287268505018402 0.032599147246325177 -0.011980614370286431 0.077724128981659341 -0.012678460945880578 0.022289914361058701 -0.0082944331914237904 -0.031404484307010164 0.03946270193055617 -0.0050421324507372543 0.0030630448633695499 0.060776148485219908 0.024255390161235981 0.058691416852365133 -0.01006581843747989 -0.040527626346504815 -0.03617966438081642 0.0084302174635262107 0.15326191432225841 0.09429829504846643 0.0060737997652501709 0.054229154686782077 -0.023429431019329681 0.1053147375785599 -0.012420766235548693 -0.0062471089809057814 0.10094248554249577 0.15819276722642506
leaf_count=227765 12121 61129 87 246 3922 33 592 568 286 571 688 33181 11334 48 324 54 1128 36 33 42 20 80 3968 72 2862 20 625 38 37 21
internal_value=0 -0.0257509 -0.0603506 -0.0628285 -0.00112597 -0.147898 -0.160895 0.125018 -0.0660089 0.146463 0.541537 -0.0758497 -0.0168035 -0.0954605 -0.104704 -0.125822 -0.116365 0.034891 0.970995 -0.113745 1.2503 1.47232 0.00576896 0.142946 -0.117873 -0.324343 -0.343656 0.0465533 -0.0962222 1.52108
internal_count=361931 130126 63882 63795 66244 5115 5082 1160 63549 2884 974 60665 23881 12547 12499 12175 1910 1339 149 1190 62 113 231805 4040 36784 3603 3583 721 662 59
shrinkage=0.05


Tree=2943
num_leaves=31
num_cat=0
split_feature=1361 1436 1469 651 927 864 996 582 784 492 1458 1158 519 1169 620 763 765 633 1106 348 677 624 637 1316 419 1185 545 1312 1184 977
split_gain=14.0238 34.0755 23.443 22.2637 29.8177 31.3837 37.11 26.9809 24.7813 24.0711 21.1093 21.0799 20.9177 22.197 20.4153 25.8875 30.2883 22.7855 27.3038 22.6709 22.667 22.1265 22.8653 21.7363 22.0355 21.3326 24.004 22.3777 21.0265 20.9753
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.1107569744011787 1.0483613175537825 0.72275257928592751 1.0565563832172893 1.0844420916666788 -0.90362276233551631 -0.1002209650984274 3.608238393186435 1.3048600300970015 2.1420547332082829 1.0000000180025095e-35 -0.28959903995613662 1.0728886063695022 -1.1746044832765594 1.3323057439955439 -1.6999557822578142 1.6323299368974364 0.66908448271462528 -1.7132801738113002 -1.179359228705199 -0.1812183931915442 -0.15622627783073503 0.096649276921753999 -0.73000852908365432 -0.58222514951998805 0.96365727405498725 2.736619143316029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 14 5 6 7 8 10 -6 12 -10 13 -5 15 -2 -17 19 -19 23 25 -21 -23 -16 28 26 -18 -27 -25 -26
right_child=3 -3 -4 4 9 -7 -8 -9 11 -11 -12 -13 -14 -15 17 16 20 18 -20 21 -22 22 -24 24 29 27 -28 -29 -30 -31
leaf_value=0.0050582709565777928 0.0030569324056597602 0.0003050514624319671 -0.0040564166201877529 -0.0011481614047487629 -0.01799553601149502 -0.010102414316308702 -0.011095803940743932 0.014250892156289722 -0.0031776317284996185 -0.0011632251104962005 0.094389851642377467 0.016317691247890679 0.04920074374811359 0.022103610515670061 -0.001955479548703341 -0.026078160802446366 0.0054082445383102787 0.040374342796285052 -0.0061749610780116445 -0.036719702226269496 0.012713768476163774 0.028182687870097697 0.0052471112594201716 0.00057067015420593384 0.0039510959533238556 0.019557616346201179 -0.015115643011674821 -0.0034947993122165276 -0.0098378866182352379 0.040987916139622042
leaf_count=3340 62307 89329 71466 1390 2613 4042 2682 2126 8003 1874 26 696 129 809 45382 1029 1434 168 9233 201 1038 599 6600 16903 19754 727 2880 1817 3149 185
internal_value=0 -0.0216055 -0.0673935 0.00815861 -0.0548784 -0.0183658 0.0242009 0.0704712 0.0246248 -0.221819 0.224551 -0.0302195 0.198465 0.142875 0.0173208 0.0460428 -0.0742053 -0.00379837 -0.1078 0.00749769 -0.0316409 0.124371 0.141368 -0.00359003 0.0347074 -0.0862235 -0.193946 0.0761496 -0.0209728 0.0861784
internal_count=361931 164135 74806 197796 24390 19903 15861 13179 11053 4487 2354 8699 2328 2199 173406 71232 8925 102174 9401 92773 7896 7400 7199 85373 39991 6858 4314 2544 20052 19939
shrinkage=0.05


Tree=2944
num_leaves=31
num_cat=0
split_feature=50 263 705 321 1290 420 1314 405 693 420 601 471 774 351 197 1094 1252 917 1461 779 462 389 1454 333 1022 21 710 706 381 552
split_gain=13.924 23.7828 22.693 25.632 24.9439 26.556 20.9476 20.9017 20.4202 20.1643 19.4141 19.001 19.0123 18.7456 18.2105 20.176 21.3933 20.9508 18.9036 17.903 17.7476 17.6178 32.5926 34.7113 33.4052 25.8478 23.1876 25.8806 20.7467 19.8949
threshold=1.0000000180025095e-35 0.66115833724634121 0.63739639040394469 1.0000000180025095e-35 1.0000000180025095e-35 0.42189768905123404 -0.55020362799082789 1.0000000180025095e-35 -0.6391716343615429 1.5172102198545356 2.5112235223019956 2.2944869526193208 -1.2813155640017235 1.698816276880704 1.7525974049969186 1.0000000180025095e-35 1.2838364010054588 1.4230829742931965 1.3050064473793943 1.0562698665440531 1.9321621796069277 0.87707395870045979 -0.610586402940409 1.0308016862606064 1.0000000180025095e-35 -1.0798509198017876 2.2276597626323835 -0.42259242740303632 0.68415532788952937 -0.25737805656301366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 6 8 -6 9 14 -5 -4 -10 12 -8 20 21 16 18 19 -16 -18 -9 28 25 -24 -25 -23 27 -27 -1 -29
right_child=-2 2 3 4 5 -7 11 13 10 -11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 23 24 -26 26 -28 29 -30 -31
leaf_value=-0.0012868628362953472 0.00040979566234141339 -0.00071928304888589851 0.022893563330346638 -0.01497739277705934 -0.020635267978118089 0.0085172068453755381 -0.02209719199389501 -0.0049059888029102227 0.0081492363018786842 -0.025248861036674914 -0.0828952130899826 -0.012886345408879696 0.010330185784640851 -0.028733300752603927 -0.006858938597767348 -0.013118516147976501 0.0049685382765203012 0.17696646216953271 0.037126869931933502 0.089244336207058517 -0.031567478316393137 -0.027708754445812164 0.0017588306782787364 -0.030246717453592833 -0.0014108293803222159 -0.0036831018654338459 0.040130586743284707 0.026285966953244169 -0.0082739660895764285 0.0075910803612788741
leaf_count=78917 197382 23134 1598 578 1147 542 242 15196 3245 118 32 487 3613 909 1773 5967 179 20 163 49 720 335 11193 1076 977 1416 362 1473 7062 2026
internal_value=0 -0.02152 0.0271391 0.102136 -0.00245146 -0.224883 0.196512 -0.0399355 0.0885902 0.398171 0.148784 0.120415 0.171116 -0.142365 -0.0293373 -0.16458 0.0544705 0.80451 -0.0436462 0.576709 -0.118347 -0.0216203 0.043046 -0.0190901 -0.285437 0.199327 0.235253 0.19041 -0.0381251 0.306445
internal_count=361931 164549 34736 11602 5544 1689 6058 129813 3855 1716 3277 4342 3855 16825 112988 8151 2184 248 1936 228 15916 104837 18858 13246 2053 5612 5277 4915 85979 3499
shrinkage=0.05


Tree=2945
num_leaves=31
num_cat=0
split_feature=1323 428 979 1464 705 1470 1464 1464 1451 1458 1450 1468 1451 1462 1457 1469 1454 1452 1305 970 1463 1449 21 1459 710 1449 223 1322 621 777
split_gain=13.7163 22.0286 26.335 23.1008 26.4721 25.4694 36.5345 34.6201 31.3385 27.6748 26.6395 26.5785 26.3496 26.0206 30.7068 24.7686 30.6246 29.0487 32.6674 27.9248 27.8849 30.3877 30.2652 28.1925 26.985 29.6249 25.6031 24.5433 24.3372 24.2859
threshold=-0.27390051747756244 -1.3300463349032727 0.439274493460797 -0.46492268522126184 1.4811233430041424 0.084319207001526189 -0.19194956937484473 -0.13737360038314356 2.0946814787157892 -0.67201661518498612 -0.35262914890079794 1.3195544013298623 -0.1417103590447519 0.79865288842650972 -0.48707703692802368 0.23550153252728254 1.0692506903199488 -0.3227522001983501 0.46211960527387452 0.98961056309000028 1.0000000180025095e-35 0.11043731599731825 1.7567652095367545 -0.34879759806662525 0.30429703711284062 -0.14300729941145557 0.12015518834034471 3.1721623009332593 1.7948714763990383 0.034175871257177005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 15 6 9 8 10 -5 -8 28 -12 -11 -15 16 24 19 20 -17 21 -19 23 -22 27 -26 -18 -3 -9 -20
right_child=1 3 -4 5 -6 -7 7 11 -10 13 12 -13 -14 14 -16 17 26 18 29 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00096153403543083188 -0.011607071157764833 -0.0002564568980853755 0.0052165589630561969 0.020454377157457244 0.010625824014954342 -0.00038697115482567654 -0.028040771966657593 0.0030535541279361877 0.061530025260657741 0.0076425946464796892 0.009155039776826383 -0.0046525205287915716 -0.024405133840788969 -0.058308477924127571 0.023038069658465474 0.00099819694882157927 -0.00074535943437154363 -0.019345744435933874 0.020743394324624076 -0.014343831091858415 -0.020049747708260023 0.00053235704929634013 0.032019657697441889 0.0057592013465979416 0.01335228015370616 0.00061932763711102987 -0.01385180063514597 0.090475384788223673 0.015001624950969631 -0.01350876340728499
leaf_count=177685 5892 27607 2281 2283 2346 42140 1013 41847 61 5961 794 5517 517 191 90 12422 4451 6220 889 2116 1132 1434 262 1237 4661 4888 3151 36 2229 578
internal_value=0 0.00981289 -0.1296 0.0143261 -0.0173041 0.0358618 0.0648142 0.0429194 -0.227393 0.202436 -0.274814 0.0551629 -0.0626354 0.121966 -0.581384 -0.0256892 0.00609615 -0.0844848 -0.178614 -0.0181284 -0.226436 -0.307919 -0.0245126 -0.117927 0.0340068 0.138619 -0.121449 -0.00253976 0.0730825 0.176626
internal_count=361931 184246 8173 176073 73430 102643 60503 51978 2385 8525 2324 49593 1311 6242 281 71084 44794 26290 11752 14538 10285 7654 2631 2369 37192 9549 7602 27643 44076 1467
shrinkage=0.05


Tree=2946
num_leaves=31
num_cat=0
split_feature=785 519 727 713 934 962 872 382 831 689 816 789 959 967 706 355 797 810 470 209 827 713 486 858 1320 1452 1470 566 290 823
split_gain=34.4865 27.6428 41.4153 34.024 37.4784 36.0832 34.5161 33.9176 28.7068 27.9952 29.9752 27.9874 27.0803 26.2709 25.5303 25.4302 24.9935 23.5978 24.5592 23.2152 23.5493 23.0673 22.9977 22.9457 22.7813 24.4724 30.2569 24.6171 26.539 24.5757
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3714217264408297 3.0757328524286596 1.0000000180025095e-35 2.0523937188146193 -1.1110989058077336 0.98567350059335823 1.1248358748350926 0.84086088814742543 1.0416760712798214 0.85558832110916161 1.4218347872305723 1.0000000180025095e-35 1.0000000180025095e-35 0.66595742291584703 1.3930109656029248 -0.36836247429892682 1.0000000180025095e-35 1.8692550303841236 1.0825608069246189 -1.1578981587949038 0.79547082264194502 1.1605466117522381 0.46320471953979853 0.49636862996103481 3.1893296217777243
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 3 14 4 17 6 8 11 9 12 13 19 -5 -11 -3 -16 -14 18 22 20 -4 -1 -2 -9 -6 -26 27 28 -27 -30
right_child=1 2 7 5 24 -7 -8 23 -10 10 -12 -13 16 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00013315065314441614 0.00015313643868448444 -0.00014212281156720562 0.000145977191610549 7.769541569659075e-05 0.00015706016204596325 -0.00011423420611279479 0.00019808967255137191 5.6703381847746852e-05 9.3144485588789232e-05 -5.5562199238844608e-05 6.9592535463904884e-06 -5.446501779618039e-05 2.0854286745077482e-05 -0.00015555863723718991 3.0511379417225343e-05 0.00067384280670509998 -0.00019913282705895068 -6.8857448824745603e-06 -2.2316737056078969e-05 -0.00017630627269219116 0.00043720998331548376 7.3138337826512807e-05 0.00052361076596510133 -0.00034429788585279116 -8.3693641894045891e-05 3.7881474712523216e-05 0.00089052887032697642 -0.00020583901095865245 0.00062451571657241595 -0.00079971802721447507
leaf_count=3144 11450 6191 1823 17939 2648 45726 2801 5055 7791 119693 31906 1127 6465 18190 2965 291 4439 10530 3398 415 3006 26415 724 645 22945 2152 199 1171 612 75
internal_value=0 -0.0232228 0.0490578 -0.0295926 0.0204628 -0.0419117 -0.0309891 0.125896 -0.0348238 -0.0406426 -0.0524146 0.228931 0.0247461 -0.0687568 -0.0617896 0.0923999 -0.0647998 0.0829811 0.134383 0.29398 0.333785 0.0551146 0.182521 0.0112687 -0.0345479 -0.0547275 0.0973336 0.0549807 0.165971 0.519235
internal_count=361931 332372 21518 310854 55904 254950 209224 12071 206423 198632 169789 6371 28843 137883 9447 3256 10904 26102 15572 5244 4829 29559 12174 5700 29802 27154 4209 4010 2839 687
shrinkage=0.000980392


Tree=2947
num_leaves=31
num_cat=0
split_feature=785 713 1124 1186 578 510 1464 834 565 697 1457 1469 125 972 152 1193 700 1277 362 634 767 624 485 1043 354 899 1451 1438 653 428
split_gain=13.9651 14.9514 17.1854 20.3479 16.1204 16.8684 16.6415 19.6394 19.3564 22.9774 18.6349 19.252 16.9142 16.0446 18.5393 18.7175 16.3854 16.0342 19.5783 18.0242 18.0169 16.2721 15.9289 15.4471 16.3106 16.3537 19.9824 15.3064 15.3499 17.9422
threshold=-0.86283290253235112 1.0000000180025095e-35 1.2151911984197104 -0.31546019431477651 -0.87905496296652397 1.8807458211785479 -0.37108902840936864 0.5324536929986895 -0.95420310440113398 -0.276283281076386 -0.3819645836246745 1.8642154256787644 1.0000000180025095e-35 -0.75893756669346601 -0.53809172802916672 -0.39721336321212902 1.1150753694024298 1.0000000180025095e-35 1.4618128458581461 1.1412585724127216 -0.84680374873432662 -0.17924793956703625 -1.4915514447267471 1.4309411812860546 -1.0520841366875107 0.59526813135096279 -0.18887847277060996 1.8084897874314609 1.4216543509230546 0.68584787256315538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 27 6 7 10 9 -9 11 12 -6 14 15 16 -1 20 19 -19 -7 -20 -16 24 25 26 -12 28 -3 -30
right_child=-2 4 3 -5 5 17 -8 8 -10 -11 23 -13 -14 -15 22 -17 -18 18 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.087132045714288411 -0.00042080301185963256 0.0095089397540479691 0.046898347820145375 -0.0050556155474933556 -0.014170047217843885 -0.048593298979908613 0.0036134349196402004 -0.012199650454047363 -0.0077148228378146949 -0.078093340283866344 0.022978545859583185 -0.039529983726427548 0.0040405460166493927 -0.013669963526644595 0.078810315537846731 -0.0076254365017047162 -0.042035786240009275 0.03439964377794854 0.023573947382134489 -0.021514056133198668 0.0068774350724552418 -0.077309101071382391 -0.013952447868137683 0.028024225104990537 0.0052716563480357101 -0.06423511280107054 -0.04020868977480322 -0.016943645364330084 0.047851241306021336 -0.018653174928735319
leaf_count=85 332372 2856 176 263 1085 86 12399 154 1994 123 121 204 1313 2147 26 88 21 643 36 82 833 41 338 329 3349 81 108 251 260 67
internal_value=0 0.0418025 -0.11299 0.322771 0.0576156 0.0373906 0.0205035 -0.0510961 -0.227247 -0.787293 0.00808099 -0.134089 -0.0814883 -0.182648 0.179547 0.783462 1.38135 0.242976 0.465396 0.573211 0.0475122 -0.587239 -0.134344 0.101024 0.0615999 -0.412192 -0.130368 0.201434 0.242895 0.701747
internal_count=361931 29559 3144 439 26415 22981 21260 8861 2271 277 6590 2602 2398 2705 558 194 106 1721 802 725 919 77 364 3988 3659 310 229 3434 3183 327
shrinkage=0.05


Tree=2948
num_leaves=31
num_cat=0
split_feature=1009 1105 417 761 691 556 1390 979 837 890 1014 1463 971 1188 87 1120 268 1111 913 703 1085 905 497 444 785 486 417 710 921 583
split_gain=13.6516 19.0629 19.258 22.4225 18.217 28.3399 18.6599 15.7521 14.4124 14.2915 21.4714 28.705 23.6059 22.6397 22.5974 22.218 23.3234 24.2933 23.6848 22.1558 24.1571 21.917 20.8681 23.4117 23.4938 19.9631 19.9438 30.8229 29.4007 30.8519
threshold=4.2924185165607014 -0.77519540330558623 1.0826867737226891 0.43933671178887762 -0.10492141178585247 0.81679116075389102 0.48828068619555925 0.79213969955960606 1.1582349093545148 -1.3230736206490437 1.0000000180025095e-35 0.62259955345300788 -0.38026202405692527 -1.3575586741216201 -0.53172571903418231 0.48051032732152449 1.3237862777837373 1.1785703333335393 -1.0766605284850026 -0.70414982051122832 1.0000000180025095e-35 0.94675006105811554 2.4192885550665473 1.0617732612454149 0.58460966528228819 -1.6485701561084343 0.34917881023931147 1.9675088772657583 1.0525743831388839 -0.55326332990463356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 8 6 7 -2 -6 -4 10 12 14 13 -1 15 -12 17 -17 -19 20 -14 -13 26 24 -24 -23 -11 -28 29 -29
right_child=1 2 3 -5 5 -7 -8 -9 -10 22 11 21 19 -15 -16 16 -18 18 -20 -21 -22 25 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0050434030659610172 -0.031501184497311735 -0.027443706002234988 -0.024752790623210123 0.12269126123978878 -0.021340347125255728 0.22141667820750732 0.087647450492372089 0.11401740130934056 0.094737692135493323 -0.00069768125763932471 -0.0058022266923280445 -0.00035178482343238126 -0.01662011777168243 -0.004204492561178802 -0.012177289814979919 -0.0023410388561516441 0.053541022634624583 -0.063487775918310549 0.079831300606519745 0.0050696416519680591 0.0019696059408123041 -0.065250807619993509 -0.00054851184276627745 0.016352097926524575 0.01507554975515616 0.029232420346935763 0.00080867675278420968 0.022793885883529458 -0.011006484724316708 0.005112949309430302
leaf_count=5319 128 1392 112 28 66 22 37 23 23 186657 5473 2904 3385 26923 10695 954 173 30 119 16117 3139 40 5397 1666 1362 559 83699 1755 790 2944
internal_value=0 -0.27075 -0.411723 0.471215 0.438577 1.43857 -0.137799 0.61833 -0.0577232 -0.0027566 -0.0356959 -0.110448 -0.00948169 -0.0538495 -0.159292 -0.0427225 0.271192 0.111609 1.11798 0.0561037 -0.0933438 0.096131 0.00390117 0.106839 0.0508924 0.48664 0.000161591 0.0271722 0.183262 0.244933
internal_count=361931 1831 1555 163 276 111 165 89 135 360100 75830 20947 54883 32242 17444 6749 1276 1103 149 22641 6524 3503 284270 8425 6759 599 275845 89188 5489 4699
shrinkage=0.05


Tree=2949
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 921 783 934 126 1040 395 1011 789 990 774 782 879 503 1461 1458 826 1431 706 355 691 470 696 1046 540 209
split_gain=24.3994 22.4264 39.3132 32.5488 31.7072 35.1954 79.3351 35.0925 28.39 30.8813 30.4343 32.6483 26.7792 26.4756 26.4055 24.4985 24.9569 27.4152 24.1911 24.0069 23.9885 23.9634 23.7324 25.1632 23.6888 24.2089 23.435 23.3829 23.2979 23.0847
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 -1.1794202161759346 0.66415532897360485 1.0000000180025095e-35 1.1248358748350926 1.09266583130301 1.479677659778263 -0.84243843966579501 -0.65854580630962423 0.20835388421531212 1.5063652653673414 3.1438252248132805 1.8203795342833418 -0.69841165295377261 0.85558832110916161 1.4218347872305723 1.2472709466282978 0.66595742291584703 1.0063747307946984 -1.2095226878315291 0.99026637822014563 1.3930109656029248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 22 12 7 8 14 15 10 -10 18 20 29 -8 -7 -2 -17 -18 21 -20 -12 -6 -3 -24 25 -11 -19 -13 -15 -4
right_child=1 2 3 -5 5 6 13 -9 9 24 11 27 -14 28 -16 16 17 26 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.3184588062755906e-05 0.00029565949908943778 -0.00014218435709756 0.00031657998264497986 5.6498093684033137e-06 -4.3950732633300555e-05 -5.4219406534012248e-05 0.00015643303465493421 -3.2059165556834923e-05 -0.0002201194279115023 -1.9854937372758746e-05 5.6385453032334489e-05 -0.00053646377647864401 -5.7850055213589035e-05 0.00057027736263454989 0.00016782925314618377 0.000170627754517685 6.9146144454647129e-05 -0.00026857632307385556 9.0409505349982781e-06 0.00073449869397100955 -0.00017572704802523226 -0.00013605225372946076 2.2463445234374381e-05 0.00066259832582423936 -0.00012102710172672218 7.8268976412929829e-05 4.0572056794450616e-05 -9.823609666703592e-05 -0.00019220349333065443 -0.00018612580211712596
leaf_count=29559 2071 6191 4829 5700 22368 25297 5197 29802 5285 63488 20070 748 1127 1340 2791 6235 12002 3246 6408 204 2213 68713 2965 291 10173 12831 2548 7623 201 415
internal_value=0 -0.0220198 0.0431457 0.118164 -0.0277605 -0.0396648 0.0271004 0.020584 -0.0515889 -0.0211761 -0.0764756 -0.0160979 0.21928 0.233421 -0.0302984 0.0810837 0.0592879 0.012408 -0.10091 0.0387829 0.0306357 -0.112702 -0.0648271 0.0838924 -0.0121797 0.00099035 -0.130805 -0.133643 0.479266 0.28311
internal_count=361931 332372 21518 12071 310854 254950 34826 55904 220124 91777 128347 30654 6371 6738 28088 26102 24031 17796 97693 6612 22283 91081 9447 3256 86492 76319 5794 8371 1541 5244
shrinkage=0.000980392


Tree=2950
num_leaves=31
num_cat=0
split_feature=1097 407 1303 1470 317 51 795 854 797 613 485 1103 885 990 1179 567 633 1469 221 1257 705 754 62 781 706 902 81 7 513 978
split_gain=23.7487 33.66 26.2739 28.766 24.4282 22.8475 25.6198 27.9426 76.7637 33.2546 28.6775 27.545 26.3259 27.5434 24.7847 24.5248 33.6769 24.0268 24.0252 23.8124 23.2225 29.6577 28.3211 24.9446 23.8645 23.1883 22.5556 22.2176 22.0322 21.9198
threshold=-0.64966988391888181 -1.2965003005540392 1.7160994611581364 -1.1417127449306028 1.0000000180025095e-35 1.8613588887694643 -0.29258408639884992 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.94578963118733916 1.4870550753895133 1.0000000180025095e-35 0.22046490535518015 1.8755794522339773 1.4784937406783569 1.4871122038500981 -1.0352100314532211 -0.92847851236361134 -0.4620034379364461 0.1919770854779522 2.3218875611781908 -1.2811150420666217 1.0000000180025095e-35 1.6026331504760882 -0.96126780138282186 -0.92328623348401984 -0.89640785941402479 0.5265745529457686 2.8367450815413959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 20 8 28 11 17 12 14 15 -9 -14 -17 -11 -12 -20 -3 23 -23 24 25 -22 27 -4 -8 -25
right_child=1 5 26 -5 -6 -7 7 9 -10 10 18 -13 13 -15 -16 16 -18 -19 19 -21 21 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=7.3727974448428599e-05 -9.1855167321201267e-06 -9.6811849911996186e-07 -0.00039740840884968878 -4.7883617966632214e-05 -0.00014846811122084955 -0.00013796690736732049 -0.0001427176101159993 -0.00010117415152676701 0.0003049477751806906 0.00014985881543655628 -0.00022399697152898165 -0.00020589718616987679 -8.496196835467092e-05 4.906104337933939e-05 -0.00056865001909415071 3.6235229722889683e-06 0.00049583280610034292 -2.629522232578512e-05 0.00048083143766724975 0.0001363430827973486 -0.00016431391614419075 0.00023207300790047079 -0.00036322520817496338 -9.5215963912284716e-06 0.00045329978457214027 0.00010985764022058353 -0.00025783676758110068 0.00017696813754635883 0.00015542306340382352 0.00068890409372312437
leaf_count=11696 14610 44532 642 99573 16739 5902 4544 15405 3953 4091 665 4583 23529 18722 677 3645 664 21024 1230 3003 1588 801 2005 13758 874 33101 6770 2033 1378 194
internal_value=0 -0.00165843 -0.0438024 -0.0335942 -0.0806701 0.0073251 0.0109494 -0.0124808 0.0947944 -0.0243293 0.0374737 -0.0515083 -0.0388703 -0.0138335 -0.121437 -0.0579604 0.089893 0.00590005 0.187676 0.242641 0.0372578 0.0682708 -0.203955 0.0783474 0.109205 0.100144 -0.182017 0.0354666 -0.0675455 0.000810455
internal_count=361931 241217 120714 111269 31349 209868 203966 107113 9875 97238 30013 67225 62642 46560 16082 27838 4309 25115 4898 4233 96853 52321 2806 49515 35563 34689 9445 2675 5922 13952
shrinkage=0.000980392


Tree=2951
num_leaves=31
num_cat=0
split_feature=785 728 727 852 1100 489 703 644 647 590 1467 286 968 923 850 710 1077 365 557 156 766 3 75 1090 356 1430 346 639 207 967
split_gain=34.0743 25.3203 23.319 22.9724 31.5646 25.6525 24.1092 22.6996 22.4534 53.9202 21.4154 21.2656 21.1922 21.6558 35.8953 28.0356 21.6059 20.053 22.6851 19.9188 20.7835 20.3236 19.7142 19.5283 19.1369 19.094 18.695 23.0519 18.6629 26.2387
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.46785215589125484 -1.1901109642374612 -1.4568199934402009 -0.34929633066952553 -0.87782724458594241 0.58895901036483078 3.2089320700182484 -1.3962924930984524 2.0084989127880917 -0.86449023226567734 0.6190413382504959 1.1870562211658833 4.2406324835638474 -0.78919497293715091 2.6809841244959602 -0.45803510888412152 0.47975695953758168 -0.48860582797611002 3.8834849792475468 1.0111579468260208 -0.88459116152366701 0.54622893720785959 -0.33043141454960351 -0.34226855713873389 -0.029151171244656309 1.2332874055625767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 10 5 -5 26 -8 9 -3 17 -9 13 14 15 -7 25 18 -2 -16 -21 -22 28 -20 -11 -15 27 -6 29 -19
right_child=1 8 -4 4 6 12 7 11 -10 24 -12 -13 -14 16 19 -17 -18 22 23 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.6504336153906641e-05 9.4655837065212586e-06 -6.2992380763842178e-05 0.00010459656487425252 -0.00016578654268954477 -0.00041457638113785408 -0.00015182422170322577 3.6740775812496016e-05 -0.00096696856850848314 -7.0894687829835084e-05 -0.00023282188485447515 0.0001597782035396906 -0.00012200740347095135 0.00021849454190520616 1.758070049316063e-06 0.00067725433906734719 0.00046249783165400199 -0.0010450670585616872 -5.416529875432144e-05 0.00046498863834159047 6.9398977570276493e-05 -0.00021120431808786325 0.00098338510361173099 -0.00061788372775370729 -0.00075273028378142074 0.00050318251539495211 9.5883556904823665e-05 -0.00065463093225013973 0.00047397551334144771 -1.5094634579093189e-05 -0.00019722804791097204
leaf_count=12551 26933 4821 17008 3213 474 1503 7570 226 93730 198 2490 7793 2930 34894 607 377 92 59719 841 834 86 210 360 81 1186 12223 917 264 59145 8655
internal_value=0 -0.0257543 0.0521222 -0.0139278 0.017516 0.0399443 -0.0742318 -0.047943 -0.0613553 0.0752919 -0.0301119 -0.143754 0.0498997 0.0394862 0.19431 -0.0154463 0.0268824 -0.0338334 0.0216638 0.399148 0.237564 0.695746 -0.0461912 0.376405 0.422395 0.0288089 -0.378588 -0.108698 -0.0447797 -0.0714037
internal_count=361931 332372 29559 232437 74213 56969 17244 15589 99935 6205 158224 8019 53756 50826 3617 1880 47209 155734 27855 1737 1130 296 127879 922 1384 47117 1655 738 127519 68374
shrinkage=0.000980392


Tree=2952
num_leaves=31
num_cat=0
split_feature=785 519 727 588 713 962 934 872 382 831 689 816 959 927 967 797 853 921 207 486 1035 296 1424 760 289 339 761 503 572 1320
split_gain=32.1497 25.3025 39.4191 38.7883 33.3705 35.7748 35.6125 32.616 28.2273 27.8906 27.6557 31.3925 26.97 26.7143 26.1681 24.839 24.7603 25.6725 23.5254 23.0938 22.7163 22.8936 22.7407 23.5087 24.6166 22.1598 27.4783 27.4104 27.9446 22.1531
threshold=-0.86283290253235112 2.1420547332082829 -0.682906484622256 0.71188872395471614 1.0000000180025095e-35 1.3714217264408297 1.0000000180025095e-35 3.0757328524286596 1.0000000180025095e-35 2.0523937188146193 -1.1110989058077336 0.98567350059335823 0.84086088814742543 1.0483613175537825 1.0416760712798214 1.0000000180025095e-35 0.91359539958596292 1.0000000180025095e-35 -0.36865139828100285 1.8692550303841236 -0.60114080482736887 -0.62276388495596968 1.0000000180025095e-35 1.1727421618296503 0.70532268871304604 -0.63586223425159905 -0.39950569455431001 -0.27750306007273301 0.20583321497881443 -1.1578981587949038
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 8 6 7 19 9 16 10 12 14 -6 -5 20 -14 17 -4 -10 25 21 -12 -22 -24 -25 27 -27 28 -2 -8
right_child=1 2 3 13 5 -7 29 -9 18 -11 11 -13 15 -15 -16 -17 -18 -19 -20 -21 22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=5.1469448185995422e-05 0.00033401690296205091 -0.00015179447961151214 -3.255229772117296e-05 0.00034065720990022791 7.7724118883172529e-05 -0.00011359785700705323 0.00015560091009192653 0.00019215471760343313 -0.00023109592938593272 9.1765853191237725e-05 -1.4997892502603141e-05 8.9227466499046763e-06 2.0878082950534712e-05 -0.00016142826222940339 -0.0001552066283294422 -0.00019846799608622855 0.00035880519384594984 0.00025506981213781345 2.6512633551216331e-05 0.000324622087330103 -7.5732819587814526e-05 -0.00014919141337358635 1.6422637770126474e-05 -0.0002555974353874882 0.00015508344311502461 -0.00012957737405235593 7.7758552055661327e-05 1.5968861861542705e-05 -1.3477311232836117e-05 -5.227340898430731e-05
leaf_count=29559 3723 3763 4030 3150 17939 45726 2648 2801 2433 7791 10112 31906 6465 496 18190 4439 1460 1940 4246 1491 40934 23990 39780 3892 985 5982 8275 5070 1561 27154
internal_value=0 -0.0232433 0.0459337 0.0863407 -0.0293388 -0.0415412 0.0202513 -0.0306659 0.0358303 -0.034393 -0.0401299 -0.0518331 0.0248722 0.276184 -0.0685559 -0.0644995 0.124701 0.0638685 -0.0635817 0.0811948 -0.056495 -0.110215 -0.0366514 -0.000654176 -0.164412 0.0630724 0.00233802 0.139818 0.245468 -0.0334077
internal_count=361931 332372 21518 17755 310854 254950 55904 209224 14109 206423 198632 169789 28843 3646 137883 10904 7430 5970 6679 26102 119693 34102 85591 44657 4877 24611 14257 10354 5284 29802
shrinkage=0.000980392


Tree=2953
num_leaves=31
num_cat=0
split_feature=1078 1037 1028 1162 969 220 580 369 692 975 702 760 1114 1116 1449 1105 347 909 1177 1352 1036 72 1454 761 296 903 321 1303 138 558
split_gain=13.9269 15.6548 24.8416 32.3632 25.5084 22.4959 21.3391 21.9619 21.9264 19.5862 23.0922 22.5324 27.0291 21.7293 21.4567 26.0865 19.5312 38.0108 24.6337 20.6203 20.033 19.3595 19.1428 20.9173 21.0587 18.9107 19.1995 21.7489 18.8723 18.5325
threshold=1.0000000180025095e-35 -0.1486714295779763 -0.35861621905537377 3.334899416639062 -0.96365858605122379 -1.188970017226507 0.89899322372093049 1.106599526467509 -0.34318097921139251 1.0036330129080262 0.48135708699059793 0.15291912064077898 -0.0059327591417521197 -1.0113116034050897 -0.046399403249050987 1.8785278054882277 0.74197426980622805 -0.2791866295965702 -0.49411410917521076 1.0113521650027655 2.2712714167517727 1.1870744261859787 -0.610586402940409 1.8513248346832933 3.2699683088907459 -0.40300288093179942 1.0000000180025095e-35 1.7160994611581364 0.044484816769224104 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 16 -3 25 -8 -9 11 -11 13 -13 -7 -14 -16 18 28 20 -19 -4 -20 23 24 -15 26 27 -2 -18 -23
right_child=1 5 4 -5 -6 9 7 8 -10 10 -12 12 14 22 15 -17 17 19 21 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010916666326692461 0.011117189365551901 -0.013909981692864896 0.013065461513599731 0.09720245127034427 0.00088783377822157722 -0.016306817656141896 0.0044941314140638771 0.089217504363022754 -0.00068671385317740875 -0.00037680785196288072 0.020676493372744499 -0.01568887121288555 -0.0093084833862353972 0.0036935320812502277 0.001705857783838899 0.042154008596451437 0.069585254671045108 -0.033808348070709766 -0.012977681351559628 0.085569488486536061 0.058962882292041677 0.0090125400631369534 -0.0026764869755462064 0.041087611030534321 0.067713999659544444 -0.010174524050144613 -0.0066561662826647291 -0.036374399170069009 0.014164985845359952 0.12820614784416193
leaf_count=290345 3510 4106 1243 48 15595 1605 1641 100 86 3296 1047 4909 3192 3544 1733 286 252 164 1009 21 137 60 9147 234 74 9575 4467 344 126 35
internal_value=0 -0.0372792 -1.55037e-05 -0.0793996 0.057013 -0.0765765 -0.0863718 0.213248 1.04005 -0.0551336 0.102607 -0.0815347 -0.178789 -0.0240276 -0.0450365 0.157143 0.260502 0.657198 0.165161 -0.319786 0.355473 -0.145733 0.00438168 0.147222 0.100769 -0.117525 -0.0112953 0.158852 1.04601 0.93016
internal_count=361931 71586 38413 19771 18642 33173 19723 1827 186 29067 4343 24724 10120 14604 5211 2019 3047 563 2484 185 1380 1104 12999 3852 3618 17896 8321 3854 378 95
shrinkage=0.05


Tree=2954
num_leaves=31
num_cat=0
split_feature=728 1456 189 703 1124 1314 1323 290 760 570 703 3 1190 322 298 471 491 779 773 21 441 1257 777 73 105 1458 209 154 559 361
split_gain=13.7256 16.9184 16.1508 17.1969 28.2264 21.5045 18.0981 17.616 22.3008 26.5403 16.6878 28.2242 16.2396 16.1192 17.3181 16.8255 32.0695 23.3986 25.6116 24.8035 22.6315 21.7705 21.5412 20.5646 24.6455 27.8972 26.876 20.3175 20.0555 20.0276
threshold=1.0000000180025095e-35 6.5329192360459878 2.7059755265676442 -1.2310189415615092 1.9758072025931708 1.6320925963150603 -0.20759369672708256 1.0339014277134575 -0.41450121806581103 -0.053241504379200222 -1.341024582220359 -0.085162588435476153 0.74433768752646368 1.4725277493311824 -0.70906998531505028 -0.93081268283970298 -1.0739989091788384 2.784693240674383 0.68640575126389158 -1.0798509198017876 1.0000000180025095e-35 -0.66092427680529287 0.6412699315452165 1.360160416640982 -0.32840275074024056 -0.36867865879579104 -0.46587368413405472 0.21953337777110929 -1.1024499244409431 0.17390737438138595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 -1 4 5 10 -5 8 9 -8 -4 -12 -9 15 -15 16 23 19 29 21 -21 -18 -17 -2 27 -26 -27 -25 -23 -19
right_child=1 -3 3 6 -6 -7 7 12 -10 -11 11 -13 -14 14 -16 22 17 18 -20 20 -22 28 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00030434163400150865 0.0040965488007110471 -0.056476024441441744 -0.026687702382619256 -0.024777530205895362 0.12641786003683009 0.11660423260579877 -0.011602307670011705 0.056670899919977952 -0.025799390749847113 0.056529177380628196 -0.030968102062479713 0.16475036935582468 -0.056980265525125799 -0.017072847869841031 -0.0032309661756383052 0.00090959145734362452 0.024557082588751028 -0.0032878155989488653 0.11403575963863416 -0.009664304210157508 -0.00017491193109083435 0.03795770255251682 -0.0054916135597919708 0.038822991837375198 -0.059553337757458136 0.28598670951814825 0.088262455966586634 -0.034997346577760456 -0.0064129762412010573 0.046991972207979432
leaf_count=249758 4322 83 324 1491 41 29 229 94 641 139 50 20 25 2940 6732 57970 746 469 35 16767 5470 169 10945 348 29 20 32 144 1669 200
internal_value=0 -0.0287054 0.00445776 -0.199561 0.393924 0.0887124 -0.274835 -0.0348072 -0.168689 0.289024 -0.16416 1.1612 0.769223 -0.0277902 -0.144994 -0.0195937 -0.0718853 -0.105455 0.37029 -0.118313 -0.145743 0.124469 0.000923745 0.144282 0.699494 2.0984 2.91321 0.405751 -0.0325664 0.237108
internal_count=361931 109090 252841 3083 464 423 2619 1128 1009 368 394 70 119 109007 9672 99335 30420 25525 704 24821 22237 2584 68915 4895 573 81 52 492 1838 669
shrinkage=0.05


Tree=2955
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 869 921 783 934 791 858 691 927 789 867 760 635 352 566 1373 606 834 1319 810 470 706 355 209 897 692
split_gain=28.5066 24.5172 37.9887 32.6285 31.34 36.0566 36.8449 59.1836 32.1936 29.6778 34.7449 30.48 29.6005 27.2435 25.6897 24.9469 24.1934 24.3419 24.0629 23.9996 23.7722 23.9049 24.2719 23.6769 23.9175 23.3768 25.3819 23.1278 23.0765 23.029
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 0.55350330389352487 0.29073615932568342 1.0483613175537825 1.1248358748350926 -0.72818492217606867 3.3235719592242248 -0.22650867662623761 1.9150171986514464 2.1059719136688364 -1.2601938093385081 2.1543936751333881 -0.58909029701897253 -1.4426332212323278 1.0000000180025095e-35 0.66595742291584703 0.85558832110916161 1.4218347872305723 1.3930109656029248 -1.1983213245798223 -0.25418427671952654
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 25 13 8 6 9 -8 23 14 11 16 -12 27 -6 20 -11 19 -7 28 21 22 -16 24 -2 -3 -27 -4 -18 -22
right_child=1 2 3 -5 5 18 7 -9 -10 10 12 -13 -14 -15 15 -17 17 -19 -20 -21 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.7911287273575692e-05 0.00017289564574899795 -0.00013739095814193497 0.00031823909581860804 6.7440344577833489e-06 -0.00011156265678877772 -9.1972435553815568e-05 -2.1312273185645989e-06 0.00025522782702119118 -3.0814039736346822e-05 -6.6121077273048175e-05 5.9634514756054959e-05 -0.00014478100662021425 0.00033559865455932834 -5.8880972266180515e-05 0.00037166228256577897 -0.00042837842470571638 -0.001100469368960655 -0.00045612435506604593 0.00010424962785605286 0.00015133412018100527 -9.8390548811929575e-05 -6.5733466089046538e-05 1.1697035835764005e-05 -1.2341075222276491e-05 -2.5560099633148244e-05 2.5324194747225877e-05 0.00066819047585206059 -0.00018451873317331026 -6.5592118799847108e-05 0.00028538315555842736
leaf_count=29559 12174 6191 4829 5700 31644 83256 18861 5089 29802 10966 10013 10215 2095 1127 1243 1178 184 479 3122 8680 1149 46045 16747 10530 3398 2965 291 415 1967 2017
internal_value=0 -0.0224257 0.0456852 0.119327 -0.0284215 -0.0402499 -0.021717 0.0585793 0.0195971 -0.0364526 0.0145742 -0.0284563 0.116103 0.220487 -0.0585577 -0.0332238 0.0173152 0.0880373 -0.0841949 0.108033 -0.0283141 -0.0387018 0.0329461 0.0774493 0.128901 -0.060517 0.0870973 0.284799 -0.135926 0.155728
internal_count=361931 332372 21518 12071 310854 254950 168572 23950 55904 144622 44599 32491 12108 6371 100023 68379 22276 11310 86378 10831 67201 64035 17990 26102 15572 9447 3256 5244 2151 3166
shrinkage=0.000980392


Tree=2956
num_leaves=31
num_cat=0
split_feature=1357 885 787 705 1425 545 760 155 148 560 138 625 1453 674 1381 1116 276 836 1439 58 1318 296 89 771 357 968 423 1173 637 145
split_gain=13.6804 21.1253 18.2964 17.4459 17.0669 23.189 18.6086 18.5497 22.7302 22.0162 20.3498 18.4408 18.1579 17.45 23.7801 20.1105 17.4199 29.1651 21.2446 20.8295 25.7895 20.3913 18.7041 17.8077 17.596 17.3905 22.647 19.6791 17.4478 18.4814
threshold=1.3962008022525787 2.2685560401286238 1.4337814159034321 1.8751481127463665 1.0000000180025095e-35 -0.42272316119950532 -0.86306999934061523 1.1084082397119903 -1.1378756216421395 -0.70960258025310929 -0.54380050912685796 -0.35376081231735929 0.31223570468667644 1.370096052579387 0.12818864040485517 -1.2265353045382643 -0.14330992756182043 1.1113625711741399 3.9181687522368662 1.0000000180025095e-35 1.3048769287176769 -0.43420312206780814 -1.5357179932365546 -1.0135918961666113 2.1887175090475712 -0.81590178214253706 -1.726631702947486 1.0173143238017228 1.6722458498875477 0.32548589177581039
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 13 8 10 -10 -7 12 -11 -2 -15 -16 18 22 21 20 23 -8 -18 -19 -21 -24 -27 28 29 -28
right_child=1 -3 -4 -5 5 7 16 -9 9 11 -12 -13 -14 14 15 -17 17 19 -20 24 -22 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=4.2685635241894731e-06 0.0014464496183384861 0.023165065193280723 -0.01677847966694819 -0.033459083515087855 -0.0063484704831193216 -0.0011222429563868712 -0.0018073946549423932 0.027283396912936519 -0.020077855403487468 0.023349003698393603 0.054814113740959437 -0.003242540670592254 -0.0076830077784422624 0.0092800718403733707 -0.065590097009639955 0.098309510330513369 0.090799493915172905 -0.042202934728545846 0.21786140409112975 -0.0056472836492268801 0.11076665547242447 -0.014174792493997361 -0.015618790984004661 0.03365938271486698 0.0615127222141163 0.093675483899536657 0.007262322810288848 -0.021578020189035933 -0.030172726852012596 -0.0089117903832120603
leaf_count=327843 3133 378 1801 352 3112 156 3597 581 579 906 191 1418 313 237 20 95 35 65 22 567 64 6992 2735 364 43 43 3256 814 304 1915
internal_value=0 -0.0543095 -0.0624606 -0.0488701 -0.0428808 0.0586013 -0.0790413 0.160874 0.0996755 0.0388114 0.649187 0.120522 0.313279 0.0916463 0.6084 1.57356 -0.110835 -0.0338408 -0.189107 0.332806 0.696363 -0.192367 -0.0884301 0.498718 0.0294053 -0.0961737 -0.0324966 -0.0446732 0.00778678 0.0412185
internal_count=361931 34088 33710 31909 31557 7256 24301 4144 3563 3216 347 2637 1219 3485 352 115 20816 10205 10611 1103 493 10589 9102 429 610 9067 6332 6289 5475 5171
shrinkage=0.05


Tree=2957
num_leaves=31
num_cat=0
split_feature=1097 407 785 1470 713 317 1455 809 1193 501 210 570 1454 1463 1449 1467 1462 1454 632 345 705 513 377 1356 885 889 471 1456 1470 400
split_gain=37.3044 43.1646 33.002 27.637 27.494 25.9338 23.3249 25.4324 24.5865 25.1905 23.2576 22.6045 21.5566 50.0523 33.0673 36.6646 29.7784 28.1584 24.1904 21.8783 21.6238 31.8743 37.2042 25.267 42.5216 24.9624 33.2993 29.5368 32.2159 27.0033
threshold=-0.64966988391888181 -1.2965003005540392 -0.86283290253235112 -1.1417127449306028 1.0000000180025095e-35 1.0000000180025095e-35 0.35881941651261778 1.0000000180025095e-35 0.21897593282409955 -0.50030596237753411 -1.5255039139934115 -0.62967000509870463 -0.91909735138557946 -0.37812388882570003 -0.14300729941145557 -0.22023664855122008 -0.016142070564296743 -1.0058734782676975 0.13264944672935547 -0.53478046043464145 0.86867179873090239 1.0454229551509682 1.4210717172751071 1.0000000180025095e-35 1.6290983814687661 1.0000000180025095e-35 -0.93081268283970298 3.5267996248326976 -0.55037900605658563 1.0259332867957627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 -1 -3 -2 7 8 -5 -10 -4 -9 13 14 15 17 -16 -12 -15 -20 25 23 -23 -22 -25 26 -14 29 -29 -27
right_child=1 2 10 6 -6 -7 -8 11 9 -11 12 -13 20 18 16 -17 -18 -19 19 -21 21 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=4.13462255642415e-05 -2.2752383778154799e-05 -0.00017264533068509589 -0.00018210013217499351 -0.00010123793928975221 0.00010210071009741674 -0.00016549225493253458 -1.1042310846143746e-05 1.3990773509805134e-05 -0.00010033199159435586 -0.00036200331348418383 -1.5201713913365208e-05 -9.7998587427102152e-05 -0.00018354053942426193 -0.00030153662982100078 9.9879537393502958e-05 0.00011932680145905926 -0.0012861107556421927 0.00084019671514253501 -0.0004570572679104315 0.00030350349517710131 -2.9786957099131404e-05 0.00010657558498929897 0.00058161803249733815 0.00014468425452532609 -0.00022962724418905159 -1.1886113852917739e-05 -3.099027503635161e-05 -2.7219931256593968e-06 0.00066267909369601948 0.00014304667677465146
leaf_count=12690 14610 1891 4527 22054 20455 16739 25220 14395 4874 8846 215 32635 9133 1588 1102 965 130 869 256 808 25811 5629 766 9031 1516 41231 76422 630 565 6328
internal_value=0 -0.00741702 0.00274611 -0.0599808 0.0815654 -0.0963889 -0.074351 -0.0967518 -0.159895 -0.2636 -0.00702705 -0.0636834 -0.00361281 0.129205 0.302866 0.467188 0.0115587 0.707482 -0.114361 0.139844 -0.00795225 0.0336361 0.165587 0.00764505 0.0932176 -0.0223082 -0.0452879 0.0180376 0.338286 0.00859768
internal_count=361931 241217 209868 120714 22346 31349 108024 82804 35774 13720 187522 47030 182995 5933 3281 2049 1232 1084 2652 1064 177062 42753 6395 36358 10547 134309 85555 48754 1195 47559
shrinkage=0.000980392


Tree=2958
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 962 761 934 921 791 861 338 660 1272 1230 208 772 209 864 921 783 884 706 355 692 810 470 657 1184 927
split_gain=23.6513 23.2026 38.0553 30.8 27.751 33.0434 30.9019 30.58 27.806 27.3057 33.6644 31.4642 29.357 27.0473 26.3538 26.2801 26.2707 25.3861 25.2228 25.3439 34.2234 25.1398 23.7452 25.1728 23.5601 23.1453 23.5159 22.7644 22.3247 22.1902
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3714217264408297 2.4130835502434373 1.0000000180025095e-35 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.37226877974766154 -0.72421686037558375 2.0742188206678471 2.3457019632811744 2.3509408004131669 0.94391587442470348 1.4237363317142799 0.72275257928592751 1.0525743831388839 0.2400496438953339 3.6300781033326879 0.85558832110916161 1.4218347872305723 -0.91671528415897374 1.0000000180025095e-35 0.66595742291584703 2.2603408215975165 -1.5705656289572736 1.0483613175537825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 22 14 7 6 9 25 -8 15 -11 21 -13 28 17 16 18 24 19 -6 -21 -12 -3 -24 -4 26 -2 29 -14 -20
right_child=1 2 3 -5 5 -7 8 -9 -10 10 11 12 13 -15 -16 -17 -18 -19 27 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.3451249772618795e-05 0.00016963837208269729 -0.00013825262589198356 -0.00025670709455121046 9.8843478668934183e-06 -3.2218294537306297e-05 -0.00010712393688568349 2.9566870216767618e-05 -3.0501632283485516e-05 0.00037506118847533776 -5.9291160989960321e-05 -4.6458040398547627e-05 0.00022167103555671068 -0.00044759324667328443 0.00036723130631116625 -0.00021089266270446071 -0.00026144962502978148 -0.00011465236838410629 -0.00021443809793742719 -0.00012911294485618103 -3.619817699386231e-05 0.00017371814406456874 0.0020777740023789136 2.6496160204681103e-05 0.00066678036112840535 0.00032330748192639858 -1.3726998976301532e-05 -2.7241869445461413e-05 -0.00044970504686511802 3.9201918449166316e-05 8.4532593259632863e-05
leaf_count=29559 12174 6191 331 5700 82122 45726 3644 29802 1576 25870 13894 5808 612 1006 529 3767 22846 446 13550 8298 6936 20 2965 291 5065 10530 3398 950 15579 2746
internal_value=0 -0.0207071 0.0455772 0.119329 -0.0265492 -0.0376974 -0.027245 0.0186571 0.144272 -0.0319195 0.00873235 0.0511348 0.0983691 0.0497629 0.217717 -0.0498218 -0.0451695 0.258102 -0.0308171 -0.016094 0.0680123 -0.0425112 -0.0607419 0.088068 0.296709 0.0750636 0.125958 -0.111428 0.0254506 -0.0914553
internal_count=361931 332372 21518 12071 310854 254950 209224 55904 5220 204004 62789 36919 23005 17197 6371 141215 137448 5842 114602 97356 15234 13914 9447 3256 5396 26102 15572 17246 16191 16296
shrinkage=0.000980392


Tree=2959
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 727 859 356 1022 146 48 1441 1151 529 1466 941 1044 1259 1045 1430 141 1169 156 1097 284 771 151 1452
split_gain=31.5569 23.6083 22.0637 27.1676 24 21.9437 56.0697 20.5755 20.0066 19.0805 18.8785 22.3875 20.1615 20.0451 19.3246 18.9069 24.3438 21.8539 19.9832 20.4401 20.2221 19.995 19.6564 18.7537 23.9197 18.677 18.6647 18.6103 18.5636 18.5498
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.98545034728205338 -0.88459116152366701 1.0000000180025095e-35 2.7503861831498626 1.8372674881307383 1.7193014468115779 3.3566824307941974 1.0000000180025095e-35 0.74365544056729793 3.0707296396180284 -0.5078472621071134 3.2208574312774672 1.4276306031694264 1.4660437873930479 1.3189408074939466 0.18848160436186537 -1.1003691979828194 -1.2571877020351898 -1.5898347461846811 1.1328087716545792 -1.0913747842962651 -0.4023942616259798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 10 26 -5 6 -3 -1 -6 -8 11 12 13 15 -15 16 17 25 -17 20 21 -20 -18 24 -14 -2 -4 -10 29 -23
right_child=1 5 3 4 8 -7 9 -9 27 -11 -12 -13 23 14 -16 18 22 -19 19 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.3143385828981273e-05 -0.0002188186022041148 -0.00012270251312725876 -0.00035676620890860521 -0.00017842443676099838 0.00042006693944846067 -0.00012740054207413716 -0.00028059073994767154 4.116304785670557e-05 0.00011509335022767606 0.00045000877637393184 -6.4925627946421592e-05 0.00024081832171986319 0.0017000853560505689 -0.0002825457765974472 0.00055862226582735323 -6.575391082725355e-05 6.0907490281861816e-06 0.00032444813603142454 -0.00027748515540174692 0.001637118443492814 -1.0669073741907624e-05 -0.00029236274822653005 0.00036246205398936476 -0.00051519659399876293 -0.00019412338641800492 -7.8704873299346965e-05 -4.6764072003075799e-05 -0.00044733753662738209 -0.00011408303994555031 0.00098622588361888691
leaf_count=12551 7467 4821 1203 1294 993 93730 198 17008 5040 1186 103001 802 40 5561 126 10105 5672 493 14399 33 3197 104 771 1766 2810 32759 33348 268 1034 151
internal_value=0 -0.0854161 -0.0740202 -0.0294254 0.0847421 -0.119296 0.0145446 -0.0101195 0.137987 0.36826 -0.0848331 -0.11238 -0.116592 -0.108321 -0.259849 -0.0988575 -0.0722469 -0.0940906 -0.152858 -0.206489 -0.210565 -0.24854 0.0541953 -0.282693 -0.171736 -0.100932 -0.0560747 0.0890942 0.0101553 0.566722
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 6301 1384 190291 87290 86488 81872 5687 76185 47162 40719 29023 18918 18885 15688 6443 4616 2850 40226 34551 5308 1289 255
shrinkage=0.000980392


Tree=2960
num_leaves=31
num_cat=0
split_feature=785 145 315 836 6 1367 905 616 210 70 639 1452 843 225 1469 702 147 696 908 6 1464 1449 1242 1180 432 1317 1464 146 552 1016
split_gain=14.3565 14.9137 19.7642 18.3258 15.5685 15.0795 20.7756 18.3549 16.0771 16.7435 16.1831 15.1775 21.2636 24.3895 16.1184 15.3269 17.7106 16.9953 16.3327 17.632 17.188 18.4479 16.6445 15.1349 15.797 14.9592 15.125 14.7429 14.7226 18.7811
threshold=-0.86283290253235112 1.5203570086810101 -0.72888043785682755 -0.76310761248531056 0.68949977128170559 1.0000000180025095e-35 1.0553805066963136 2.7324024598564378 1.6497037189014094 -0.70506123354689398 1.7409649384889305 1.434259801303694 -0.54411061996314858 1.4044937674212645 1.510147188037138 -0.44858913354049162 0.82127573231934747 0.67119221451188726 0.42785922048102093 1.4633132337513659 0.16676341185298507 0.10239950818037324 1.1450920445527446 -0.47785277013106703 0.85531907892204473 0.22053721644106897 -0.21277092985742865 -0.30915437723516903 -0.49267764191269853 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 27 4 -4 6 7 28 11 -10 -11 14 -13 -14 -7 17 18 -16 20 -20 21 22 25 24 -8 26 -17 -3 -1 -30
right_child=-2 2 3 -5 -6 8 23 -9 9 10 -12 12 13 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0082650688280721026 -0.00052739621673372338 -0.018156403854852118 -0.04215509119267722 0.0046919901178719952 0.019388209417309139 0.0062102750924320424 0.0031938191668024231 -0.029280011190652412 -0.010215346218838798 0.030283759672694085 -0.04417686481773854 0.019960384022064532 -0.029417697245437802 0.038498222837985034 -0.013829575759977279 -0.041046251404963985 0.034640415381780781 -0.075217490803021272 0.025170919277181548 -0.068955611643256198 0.024610357040794371 0.016501978023528718 0.022427955054382998 0.023140923113444348 -0.081863471221013714 -0.0055576209306973864 -0.10136662646194355 -0.069726774109777387 -0.0031659502479279202 0.0074627193765495498
leaf_count=2591 332372 377 253 1182 63 12241 498 368 197 672 36 194 548 68 242 207 135 85 247 29 108 108 56 761 32 104 69 84 4745 3259
internal_value=0 0.0403665 -0.148188 -0.0239038 -0.542058 0.0533154 -0.00382291 -0.0340656 0.0994886 0.380647 0.530442 0.0813999 -0.212753 -0.422539 0.0987722 -0.127207 -0.00241133 -0.560108 -0.11809 0.324481 -0.313551 -0.47643 -0.686402 0.265096 -0.0313168 -0.856065 -1.12312 -0.553319 -0.0195728 0.0255791
internal_count=361931 29559 1959 1498 316 27600 12254 10963 15346 905 708 14441 810 616 13631 1390 1063 327 928 276 652 544 436 1291 530 380 276 461 10595 8004
shrinkage=0.05


Tree=2961
num_leaves=31
num_cat=0
split_feature=1454 1452 21 1464 1451 1465 1464 1451 1465 21 1452 1450 21 1467 1461 1455 1451 1465 1449 1467 21 1467 1465 1460 1463 1455 1469 1459 1458 1464
split_gain=13.9954 26.9291 42.2917 40.6055 47.1506 47.0333 54.3634 45.738 46.5884 43.7841 39.1463 64.1199 58.7631 41.4717 40.2363 44.678 40.0345 39.0818 46.6709 46.164 38.0398 49.4441 37.1041 37.0895 42.1896 38.6532 33.9951 33.8564 33.5446 32.5799
threshold=-0.2363894608792538 -0.58911782507014421 -1.0798509198017876 1.2591636618135829 0.59897055457132509 0.87082813740988774 -0.1219094853058012 0.11757366443131641 0.84595576380118198 0.81122649975724037 -0.41063461137129087 0.53475265234138258 1.3785497256249488 2.0465354844096653 1.3050064473793943 -0.32328208129620956 -0.43923028595281588 0.066953218018581756 0.33990150109962419 -0.46555852133708692 -0.51252769393407926 0.75638145547374891 0.92950558758689994 0.034164217605097483 0.6663052748700633 2.5522110869383945 2.4543291550814752 -0.33635779137711869 0.63120342562971821 0.10188322546539115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 23 4 5 7 22 8 20 26 11 12 13 14 15 17 -13 18 -4 -19 21 -1 -7 24 25 -3 27 -9 -23 -29
right_child=-2 2 10 -5 -6 6 -8 9 -10 -11 -12 16 -14 -15 -16 -17 -18 19 -20 -21 -22 28 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.011394491344739228 0.00046220461638881273 -0.019973557385575127 -0.0077919147696906407 -0.016832572105623392 0.014279136212377502 0.073043073815593509 -0.0081474562213180567 -0.026464127750472646 -0.063697028871209066 0.017851678411104816 -0.0001284028339958972 -0.0074577640872985898 -0.024228378036869398 0.047857320345665331 0.018030078368912905 0.0012750901636779564 -0.039390082180081859 0.029256937610674907 -0.027932528911656065 -0.0058624912114620727 -0.00039461372608934033 -0.018970357873350743 0.022956455647016476 0.001803872472322195 0.0057045186047264898 0.081344403498292001 0.022463209405015977 -0.013797042677951841 0.010614561328198865 0.011046780869954177
leaf_count=10059 170822 7826 6287 1845 3618 191 858 2188 215 690 89585 1069 1895 246 1134 12888 1381 640 2330 2263 31277 1832 885 3086 1554 40 308 3138 794 987
internal_value=0 -0.0200071 -0.0394753 0.0219144 0.0327369 0.0143775 0.375226 0.00061343 0.0293145 -0.174091 -0.0272334 -0.103295 -0.0708912 -0.0407641 -0.05022 -0.0727159 -0.490569 -0.182919 -0.266177 0.0584027 0.0338773 0.150526 0.66555 -0.192798 -0.290066 -0.379352 -0.238139 -0.281196 -0.159946 -0.154938
internal_count=361931 191109 132224 58885 57040 53422 1934 51488 44177 7311 119718 30133 27683 25788 25542 24408 2450 11520 8617 2903 43962 12685 1076 12506 9420 7866 6621 6313 2626 4125
shrinkage=0.05


Tree=2962
num_leaves=31
num_cat=0
split_feature=545 959 795 705 470 1094 257 832 1361 854 797 613 402 1469 914 831 659 484 843 635 189 1469 427 633 1103 1436 348 1394 830 980
split_gain=31.3516 31.9039 35.1579 42.8763 32.3539 30.9227 29.1387 35.3986 27.035 25.7624 90.0604 26.6453 28.8921 28.4133 25.8371 25.2302 25.0468 27.8317 25.3056 29.5419 24.1551 23.4381 23.5336 36.3931 22.0218 21.6247 22.361 23.7606 22.0875 21.4263
threshold=-1.0372938969678034 -1.2907225086880219 -0.29258408639884992 0.28191752204954684 0.66595742291584703 1.0000000180025095e-35 1.0000000180025095e-35 -0.07211987328566348 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 -0.92710518500779682 -0.65753724463548624 2.5870419312086308 0.71922820897945428 2.2359170208873898 -0.36962221474058471 1.6033849367151125 1.2877894810585102 1.0062439196653703 0.28271063087949944 -0.51777360960278751 2.6267512487368179 -0.31554858051480039 0.60428344764309971 0.78032847544814465 1.6233446487149563 0.045673277104576922 -0.28202126557832979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 21 6 -2 -5 15 -7 10 -4 12 -11 14 20 -8 17 -14 -19 -20 24 -3 -23 -24 -13 26 28 -28 -15 -26
right_child=1 2 9 4 -6 8 7 -9 -10 11 -12 13 16 25 -16 -17 -18 18 19 -21 -22 22 23 -25 29 -27 27 -29 -30 -31
leaf_value=-6.2984621372934055e-05 1.4295087337623464e-05 1.3354594367540555e-05 -9.1882339057437792e-05 -1.716223478361128e-05 0.00016720289623563999 -0.00025906424487295241 0.00010177123267075374 -1.9336462885235275e-05 -7.7018089562309893e-05 -0.00023032382800140862 0.0002904221522750414 0.00022456011881730398 7.0857003263709203e-06 -0.0001985996749613541 0.00077843883805588522 0.00030238623180830652 -0.0002154833315128512 -0.00010255133725036281 -1.187733302795115e-05 0.00044437172727179567 -0.00025718829926709807 -0.00022360183807357959 -1.9654356498068559e-05 -0.00080548016008880887 0.0001656592790623727 8.0382874156682726e-05 4.782091180898901e-05 0.00088864024192626342 -1.9278292439419263e-05 -8.7455317249135689e-05
leaf_count=94059 13044 34694 6833 22772 11077 10243 9479 7767 14263 5525 4349 4327 29737 7929 220 3756 4502 32847 3578 645 1016 5028 12894 312 2824 5326 2899 147 6597 3242
internal_value=0 -0.0109576 -0.0023242 0.0269058 0.0692981 -0.0813341 0.041307 0.0967047 -0.137524 -0.0280407 0.0697059 -0.0386336 -0.0615487 0.0131644 0.0988751 0.162722 -0.0508415 -0.0407278 -0.0826916 0.0738919 0.0838667 -0.0192978 -0.0872715 -0.0383659 0.112648 -0.0349833 -0.0769167 0.098104 -0.116286 0.0281192
internal_count=361931 267872 230322 107779 54851 37550 43774 21002 24506 122543 11182 111361 76834 34527 11629 13235 71309 66807 37070 4223 11409 52928 18234 13206 10393 22898 17572 3046 14526 6066
shrinkage=0.000980392


Tree=2963
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 730 783 934 514 603 660 8 639 1022 146 462 706 859 345 516 1388 907 635 1441 495 29 1431 182
split_gain=26.6892 24.5447 25.5013 30.8128 27.205 22.8752 58.1516 22.5782 35.3027 32.5612 28.3332 23.8211 26.0713 21.1743 21.0518 20.8311 22.3444 20.7158 25.5924 20.5257 20.5166 19.9567 23.3858 19.7648 19.7001 19.547 19.3707 19.2737 19.2511 20.0545
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.11942102837874842 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.7353186015506989 -0.98545034728205338 0.46293354690950167 1.0000000180025095e-35 -1.0285454770005755 0.49932493644430648 -0.30705645097117101 1.7193014468115779 -0.59136135564859804 0.82152675923177465 1.0099929608726099 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 7 -5 6 -3 8 10 11 -4 12 -9 -14 20 16 17 25 24 -6 23 -10 -23 26 -19 28 -11 -12 -2 -30
right_child=1 5 3 4 19 -7 -8 9 21 14 27 -13 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.59772697655271e-05 -2.8792622269444965e-05 -6.2911028288412528e-05 4.490020036813557e-05 -0.00012485181101756001 0.00049505734594819698 -6.7024152640359893e-05 0.00043319368087440315 0.00017433129784603918 -0.00017498110803770034 -0.00043579634096438586 0.000569697239382953 9.3759191007667153e-06 -0.00044460439318026236 0.00063783236286365358 -0.0003285985812284164 -2.5860839419898577e-06 0.00030213796551573953 -0.00038972268434222141 -0.00071441819712025998 0.00016169810393755187 0.00035222193875840494 -0.00031103339736999135 1.0640591341503101e-05 0.00036330016612433455 0.0030611961674434532 -0.00019656526883149331 3.3979223348116668e-05 -0.00018179554978791959 -0.00025693576373758724 -4.2533985722316801e-05
leaf_count=29559 66844 4821 6880 1294 993 93730 1384 2134 6979 800 816 1982 101 996 1064 103001 802 24 596 5308 644 1407 9299 373 22 6013 851 225 6406 6583
internal_value=0 -0.0221708 -0.0105219 0.037627 0.158739 -0.0572811 0.0807664 0.00885232 -0.0250153 0.102167 0.0968762 0.210544 0.3156 0.570988 -0.0557561 -0.0222754 -0.0515622 -0.0558345 -0.562809 0.214763 0.0415538 -0.0802682 -0.0239308 -0.0708965 1.36193 -0.0529905 -0.176454 0.436153 -0.0437156 -0.143536
internal_count=361931 332372 232437 42146 7595 99935 6205 34551 25606 8945 7921 5213 3231 1097 3732 190291 87290 86488 642 6301 2668 17685 10706 2024 46 85846 1651 1041 79833 12989
shrinkage=0.000980392


Tree=2964
num_leaves=31
num_cat=0
split_feature=785 519 727 588 713 962 934 872 831 689 959 816 575 927 967 797 382 486 339 503 572 761 1128 1049 785 1035 1424 760 289 296
split_gain=24.4415 21.5391 36.7667 39.2159 31.8271 34.8038 33.947 33.5195 29.5606 27.918 28.6519 27.7901 26.9822 25.8348 25.7438 24.4435 23.8109 22.8827 22.8939 27.3479 27.7507 26.7335 22.6314 22.2927 27.2253 22.1628 22.7564 22.8015 24.56 22.385
threshold=-0.86283290253235112 2.1420547332082829 -0.682906484622256 0.71188872395471614 1.0000000180025095e-35 1.3714217264408297 1.0000000180025095e-35 3.0757328524286596 2.0523937188146193 -1.1110989058077336 0.84086088814742543 0.98567350059335823 1.0000000180025095e-35 1.0483613175537825 1.0416760712798214 1.0000000180025095e-35 1.0000000180025095e-35 1.8692550303841236 -0.63586223425159905 -0.27750306007273301 0.20583321497881443 -0.39950569455431001 0.21925577604014246 1.511805152420109 0.58460966528228819 -0.60114080482736887 1.0000000180025095e-35 1.1727421618296503 0.70532268871304604 -0.62276388495596968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 12 6 7 17 8 9 10 -6 14 22 -5 25 -12 23 18 19 20 -2 -20 -4 -14 -25 29 -27 -28 -29 -11
right_child=1 2 3 13 5 -7 -8 -9 -10 11 15 -13 16 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=4.6946716935740064e-05 0.00033795126694919947 -0.00014569125482150177 -0.00016291391258538076 0.00033914729807742443 8.505967174103652e-05 -0.00010720836679664325 -2.7365063615282736e-05 0.00020073549215741864 0.0001010277421346189 -9.3887701391574931e-06 2.3103602024459027e-05 1.0528419877179791e-05 0.00027056471373825323 -0.00015494230007485619 -0.00014862735581050538 -0.00019468679923970679 -1.4046731127602995e-05 0.00032652881306890916 -0.00012608872847327495 2.0189862554025105e-05 -8.6715458897097177e-06 7.8635723213661479e-05 0.00011353481678487387 -0.00029369480299515951 0.00080498954494018248 -7.0051053863344636e-05 2.1999965784624461e-05 -0.00024787403285720532 0.00016318647584778493 -0.00014232418675499595
leaf_count=29559 3723 3763 4083 3150 17939 45726 29802 2801 7791 10112 6465 31906 3829 496 18190 4439 3701 1491 5982 5070 1561 8275 1812 581 103 40934 39780 3892 985 23990
internal_value=0 -0.0182843 0.0456162 0.0846672 -0.0239179 -0.0358565 0.0245664 -0.0251235 -0.0289111 -0.0348257 0.0305688 -0.0466027 0.0338133 0.275732 -0.0623799 -0.0616018 0.110697 0.0841084 0.0660485 0.144137 0.249746 0.00426534 -0.0762838 0.212165 -0.125029 -0.050402 -0.0307775 0.00528694 -0.156378 -0.103577
internal_count=361931 332372 21518 17755 310854 254950 55904 209224 206423 198632 28843 169789 14109 3646 137883 10904 8214 26102 24611 10354 5284 14257 5895 4513 684 119693 85591 44657 4877 34102
shrinkage=0.000980392


Tree=2965
num_leaves=31
num_cat=0
split_feature=1166 407 284 457 570 1177 701 795 686 1453 710 854 797 638 1466 982 791 1465 823 981 567 647 942 843 635 1329 1047 461 519 633
split_gain=28.5543 41.1527 34.8791 29.9016 29.4389 32.2976 28.9871 28.8645 30.1433 28.3731 27.9584 30.2006 78.6085 29.3439 27.3688 26.8424 26.7708 26.6504 26.4743 26.0938 26.6237 51.5534 29.1794 27.5152 36.6881 27.7662 26.4939 25.8845 25.8831 28.6617
threshold=-0.94772631485393388 -1.2965003005540392 2.2801252649837127 2.3716694046974869 -0.66020926341496977 1.1288173896071474 -1.6271604451432065 -0.29258408639884992 1.321975669573771 -0.074792591002300263 1.3536697095467554 -0.87473648844905705 0.63961785378869596 1.273276721297012 -0.39115731296020156 3.5955928533842081 1.0000000180025095e-35 -0.54793628445649167 -0.277660549730326 1.469577105443127 1.4784937406783569 -0.87782724458594241 2.231519495564001 1.4283687790122588 1.2354334277343035 -0.079376867956600164 2.5256796091004148 1.0000000180025095e-35 2.1420547332082829 1.4442933958052213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 -1 14 -3 8 15 -5 11 12 -9 -12 18 28 19 -11 -6 20 22 -22 23 25 -25 -13 -21 -17 29 -8
right_child=1 3 -4 9 5 -7 7 10 -10 17 13 16 -14 -15 -16 27 -18 -19 -20 26 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=7.026001989607185e-06 -0.00010468845740200466 -0.00013823800475194051 0.00033538691093921682 -0.00028096565429776277 3.6563939172186339e-05 -0.00020438021097854178 5.2444697858394588e-05 -8.2847088721014857e-05 -6.3267864857557101e-05 -0.00037014655456967199 4.8414704053613852e-05 -7.7751019051621766e-05 0.00030465626683825282 0.00040273351183488351 -0.0001094646942421129 -0.0007241756976962406 6.4776430853920268e-05 0.000203765883706162 -0.00015636841907033176 2.105294616914249e-05 0.00049410386261556575 -1.8160458987714588e-05 0.00010232219444278235 -4.6435913816866481e-05 0.00034628425689754179 -0.00018583892582292409 0.00049247458591261738 0.001184681573526932 0.00017808752604648397 -7.4706109061736922e-05
leaf_count=28953 34528 7082 862 5158 21536 14698 66821 5466 15501 823 8448 33371 3718 1140 32865 44 10028 1854 6452 9431 856 7197 3230 5807 1091 18808 504 162 6146 9351
internal_value=0 -0.0103024 -0.0921231 -0.000335054 -0.0588311 -0.0867805 0.00371791 0.00828082 0.035971 -0.164352 -0.0162147 -0.0276469 0.0875728 0.0920924 -0.0631072 0.0509858 -0.0404804 0.0496413 -0.00304085 -0.0541519 -0.0697166 0.0455966 -0.0860356 -0.0984004 0.0286043 -0.117015 0.0487782 0.832538 0.0490095 0.0377525
internal_count=361931 257427 35390 222037 104504 75551 214202 207120 98025 7835 109095 99507 9184 9588 60853 82524 90323 2677 27988 80295 70360 8053 62307 59077 6898 52179 9935 206 82318 76172
shrinkage=0.000980392


Tree=2966
num_leaves=31
num_cat=0
split_feature=1235 1358 974 1177 1424 407 284 1388 1467 112 634 1042 1325 795 854 797 751 1469 850 633 590 727 706 588 961 154 1236 1456 747 1049
split_gain=14.3041 30.0867 28.054 31.9975 24.0292 23.6195 38.1901 25.7146 23.1705 22.8547 22.9484 21.8765 21.3125 20.9677 24.516 63.9981 27.4586 25.2336 24.0698 24.7141 26.6582 26.1662 34.3817 33.3473 25.5248 22.9312 21.8193 26.9381 27.2723 30.0026
threshold=-0.94625487755706195 1.0000000180025095e-35 -0.2439126472196492 0.9425793487632701 0.78977704753698397 -1.2965003005540392 2.3447682495800666 3.082668396781771 4.0242090356330973 2.2718117149406565 -1.3822626304572669 2.6149878930047272 1.8273069016638501 -0.29258408639884992 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 -1.2555191570968998 -1.3843557797789268 1.7407312976543683 0.58895901036483078 1.0000000180025095e-35 1.5724059030450566 2.250834115212506 1.0119945065797371 0.84002187408744788 0.46494720282425184 2.5239682537407448 1.0000000180025095e-35 0.95509502496974075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 8 6 7 -2 -3 10 -7 -1 -4 18 15 -15 26 -18 -12 21 -21 22 -20 24 -23 -26 27 28 -16 -30
right_child=5 4 12 -5 -6 9 -8 -9 -10 -11 13 -13 -14 14 16 -17 17 -19 19 20 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0039962470837499476 -0.0039900998667303572 -0.00092203172967345298 -0.0004644194288093636 -0.017187369522148232 0.0073747926300548276 -0.0053143125929022376 0.020616896090662227 0.050082552524783656 0.022913857328186894 -0.0063715335274593934 -0.021701740037724956 -0.031301118178652561 -0.013066782230459765 -0.0025530376323230734 -0.0064537943085958118 0.014836166286142481 0.013800314920483257 0.001223834621406685 -0.00075959251543541312 -0.006688325769091963 0.0075660309871996194 0.0044740249471335375 0.008937353816126991 0.015158336778288692 -0.0095165492692028553 0.012569760734630647 0.0045213550992812919 -0.015385401788999113 0.00038199491180989335 -0.0072142152925884764
leaf_count=16063 34709 45699 26890 5750 6904 9851 815 103 503 8325 692 551 2028 5817 15270 3903 1767 27877 33134 6960 2004 40222 5664 3040 3555 831 5554 1909 38807 6734
internal_value=0 -0.0324971 -0.0751922 -0.14904 0.0124926 0.00214923 -0.0602845 -0.075242 -0.010845 0.00974364 0.0134951 -0.0966457 -0.0279224 0.0179269 -0.0031057 0.0981073 -0.0140264 0.0423944 0.0418409 0.0444337 -0.0665095 0.0559153 0.0118253 0.0896694 0.0739846 -0.103575 -0.0383359 -0.050447 -0.0422592 -0.0169137
internal_count=361931 104388 51282 22364 53106 257543 35627 34812 46202 221916 213591 16614 28918 203740 107638 9720 97918 29644 96102 95410 8964 86446 38798 47648 44608 4386 68274 62720 60811 45541
shrinkage=0.05


Tree=2967
num_leaves=31
num_cat=0
split_feature=50 194 885 1318 706 1394 978 842 365 361 761 910 1176 1346 728 976 1450 464 154 494 694 59 1043 1187 1023 638 1458 114 1181 434
split_gain=14.6194 26.3815 17.988 16.9365 19.3285 18.867 18.7738 18.2158 17.673 17.4628 17.0283 16.9699 19.7962 16.8468 16.751 24.9104 24.7618 23.8583 22.8035 21.1854 19.6834 19.2095 19.1052 19.1037 18.3629 17.4058 17.3219 19.3396 23.9406 22.978
threshold=1.0000000180025095e-35 1.0000000180025095e-35 6.7447596507476248 -1.1823142613158233 -1.8260003438437942 -1.9000220895740678 3.0027013568658325 -1.2232139423116235 -0.40356307872690916 -0.9326643384301031 2.4130835502434373 1.342244084752414 -0.52562016947024015 -1.1394564309513149 -0.49008176997875957 -1.1206947149673627 5.5426090097491345 1.0000000180025095e-35 2.3751959985942515 1.1748602798125427 1.7728219641349714 2.8274668207868303 1.6331856374152967 2.9233416704799109 1.0033664599103493 2.9936453447195626 -0.27147249079427987 1.0000000180025095e-35 0.41451906976472669 2.1826967950374581
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 5 8 -3 10 -8 -5 -7 -6 -10 -13 -12 18 25 17 19 20 21 24 26 -19 -21 -1 -16 -17 -28 29 -29
right_child=-2 3 -4 4 6 9 7 -9 11 -11 13 12 -14 -15 15 16 -18 22 -20 23 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0060709549178932795 0.00032585013067813875 0.058268736381661829 0.045297204429244398 -0.00070474335333895908 0.00025144019223322583 -0.018494021770386542 -0.060434786517606448 0.027354152644768193 -0.025003015049082217 -0.0033396020449672544 -0.026842538359663479 0.10829264252410294 -0.014653697851635264 0.014082333470300704 -0.016318202622807403 -0.0074312745698333904 0.043368127183356996 -0.00027272239386650135 -0.026200754688889539 -0.016061873621382686 -0.0069443280474366723 -0.034506733762174786 0.019706450903044272 0.076722000196140686 -0.015790317839547059 0.097859436575473469 -0.0042965916427442465 0.0094663672121817824 -0.0083584968947211079 0.0671228282902889
leaf_count=8365 197382 55 65 1313 79126 1461 49 425 1160 4839 166 39 50 1653 4364 20337 121 9426 516 4943 4353 798 744 27 591 36 14477 3444 1496 110
internal_value=0 -0.0239199 -0.0673155 -0.00103458 0.0072372 -0.11876 0.0129308 0.439337 -0.201668 -0.131628 0.0101476 -0.420202 0.646908 0.22181 -0.0693306 -0.092228 -0.0761943 -0.0801536 0.0105951 -0.11355 0.0315218 -0.0912363 0.0280799 -0.301776 0.0904092 -0.310593 -0.0841235 -0.0238638 0.111372 0.229956
internal_count=361931 164549 74213 90336 83981 6355 81419 474 2562 6300 80945 1249 89 1819 74148 60323 55923 55802 13825 45632 13309 40662 10170 4970 8956 4400 39864 19527 5050 3554
shrinkage=0.05


Tree=2968
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 837 277 567 633 1292 712 1038 1256 471 263 671 1031 487 294 705 791 354 1108 21 1193 1148 432 1469 207 678 971
split_gain=35.3389 28.2047 25.9383 44.5751 23.4626 29.0343 25.8972 21.9745 24.5756 21.7558 21.3346 20.6693 20.3511 20.3479 19.3673 19.1817 18.679 25.1746 19.7544 25.3599 23.585 23.9324 23.1294 23.5907 34.2257 22.9501 23.4895 21.8813 20.6852 22.5432
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 0.64384972645585192 1.383899167819199 0.92516156521891413 2.0602254807584486 1.0000000180025095e-35 -0.63779424894106762 -0.88201376903089468 -1.5427084609334123 1.0000000180025095e-35 1.6445160113075163 5.6047752163038629 1.0000000180025095e-35 -0.9114327310631809 -1.0283642353656171 0.90721770011872871 1.0000000180025095e-35 1.2275226128960168 1.8268180805366769 -0.70163543588998201 -0.63293678518571983 0.85514867284464147 1.7358089431114212 0.64858114310918025 -0.86955337259692389 0.98573251906422088 -1.0144027345621471
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 10 11 6 15 -8 -9 -1 -4 -2 -12 -3 16 -6 17 -13 22 20 -20 -22 23 -18 -25 -26 -27 -21 -24 -30
right_child=1 13 3 -5 5 -7 7 8 -10 -11 12 14 -14 -15 -16 -17 18 -19 19 27 21 -23 28 24 25 26 -28 -29 29 -31
leaf_value=-0.00013227890782548999 -0.00017165424857027892 -8.9088413472739958e-05 -0.0002694022583630436 0.00037491349021372068 -4.2670068756255507e-05 -0.00026363214506522852 2.3939720834969733e-05 -2.299069358004756e-05 0.00080177624041067317 6.528161736029704e-05 -6.8700870734125688e-05 -0.00024329171238487044 0.00012754285127043963 9.3185580306197609e-05 -0.00080048249026957899 -0.00014785407260943048 0.00012255535682406779 5.7130822888368398e-05 -3.8500877151258e-05 -0.00012591945448259972 0.0002418829971843066 -0.00078839481897321258 -6.5449760557255849e-05 -5.6324499586456281e-05 0.00011284074902058702 0.00044759326256341023 0.0019282222192212866 0.0001591156872572705 -0.0004738349715180609 3.1004068720487691e-05
leaf_count=3225 5270 66760 1206 1780 25744 4833 7297 327 299 26334 3944 1461 5612 3060 149 18228 8202 24853 18946 1520 2170 157 82060 20701 3098 383 66 8103 477 15666
internal_value=0 -0.0319172 -0.022114 0.0724315 -0.0275919 -0.0719353 -0.0564679 0.0633728 0.440052 0.0473443 0.0200038 -0.016415 0.0508521 -0.0795615 -0.0129697 -0.0809238 -0.0123184 0.0421533 -0.0215923 0.0271108 -0.0146269 0.196317 -0.0344294 0.0204121 -0.017936 0.183323 0.659589 0.119298 -0.0512956 0.0186529
internal_count=361931 332372 262552 12542 250010 56728 51895 7923 626 29559 10762 193282 9556 69820 188012 43972 187863 26314 161549 30896 21273 2327 130653 32450 24248 3547 449 9623 98203 16143
shrinkage=0.000980392


Tree=2969
num_leaves=31
num_cat=0
split_feature=1430 1160 809 1458 532 1458 1169 224 693 556 609 1121 718 385 285 913 263 1259 1281 639 498 360 1249 290 764 793 855 690 293 637
split_gain=14.3484 29.1893 18.317 18.0528 23.5963 22.1454 17.7996 19.6071 22.7277 22.123 20.939 19.7622 22.8917 22.6152 21.4048 19.6391 17.956 21.3698 20.8288 17.8577 17.81 20.5843 18.5792 18.3901 17.7561 18.5434 20.6375 17.7264 19.0108 18.7015
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.6054386111478895 1.0000000180025095e-35 4.7338641633690761 0.48044600209562588 0.85574469086773941 0.63793269385245488 2.8169762723546374 2.2685729398725978 -0.64988641715053796 -0.49030554980422836 1.0000000180025095e-35 -0.33931550407890843 3.0859609013182498 1.0000000180025095e-35 1.2478540220392007 0.27592725731663426 -0.53745439817051499 1.6245731242828796 -1.3970759205149259 1.5177804278232006 1.2319398268854025 -0.65224775316366002 1.0000000180025095e-35 1.0000000180025095e-35 -1.6994319887955729 -1.4125089750000079 -0.86670687604285634
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 20 10 11 -10 13 14 -13 -9 -14 -18 -19 -8 22 -22 -3 24 -23 -26 -27 28 29 -4
right_child=-2 6 27 4 -6 -7 19 15 9 -11 -12 12 16 -15 -16 -17 17 18 -20 -21 21 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0052203350639165383 0.00032418183885281207 0.00044798915522426246 -0.065751279473318866 0.032814881067138688 -0.018306398785602942 -0.01458057532824311 0.0024507489195979395 -0.0041827009946950556 0.013658889694344131 -0.035942026419845709 -0.013255198821919875 0.019635352474330521 -0.00061175651903582883 -0.022282168483767302 -0.010418475944786662 0.05123861657208896 0.0094829900445257929 -0.048555361727622093 0.047404942219612022 -0.0045522136192695196 0.05163539072874327 -0.018423168737950784 -0.010659579335820476 0.024376845637401973 0.01798547594107602 0.0077552727515882132 -0.020304235656797662 0.0003242769864724715 -0.022370857963662744 0.062833880277652285
leaf_count=54501 197825 31069 29 520 397 177 7908 9620 4009 206 531 527 2212 884 752 76 3172 31 259 19545 125 409 2335 467 841 863 452 21118 1002 69
internal_value=0 -0.0236053 -0.0648313 -0.0957219 0.210782 0.429657 0.00268425 0.0227841 0.039758 0.119533 0.129513 0.149821 0.0853532 -0.128948 0.0580681 -0.0736765 0.150804 0.238893 0.773644 -0.051165 0.0117811 0.160719 -0.00407991 0.128186 0.0550273 0.127169 -0.0334093 -0.00828833 -0.332126 0.687902
internal_count=361931 164106 77813 55595 1094 697 86293 58840 49144 12583 12377 11846 7837 2163 1279 9696 5674 3462 290 27453 36561 3157 33404 3032 2565 2156 1315 22218 1100 98
shrinkage=0.05


Tree=2970
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 869 921 783 934 126 1022 912 140 789 566 706 355 395 824 836 810 470 1443 1470 495 1462 209 827 774 84
split_gain=37.9258 27.4109 40.882 32.6998 32.0375 38.6042 38.6096 59.1539 32.0036 31.0999 27.4206 27.0347 26.9838 26.7009 25.6661 24.8288 24.9095 24.2204 24.7444 24.9869 23.694 23.6831 23.2544 23.2495 23.0623 23.6211 23.0266 22.896 22.7875 26.1337
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 2.6552641023399333 2.0688630952352867 -0.38614692990375338 1.1248358748350926 2.1059719136688364 0.85558832110916161 1.4218347872305723 0.66415532897360485 -0.69589710308128683 -0.29339260159172459 1.0000000180025095e-35 0.66595742291584703 1.593744732512876 -0.20346321258382891 0.86659163105887627 1.4813153935732892 1.3930109656029248 -0.36836247429892682 2.0337706395076944 0.59871571442279004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 15 13 8 6 9 28 20 10 11 17 -12 26 -7 -3 -17 24 19 23 21 -2 -9 -19 25 -6 27 -4 -8 -30
right_child=1 2 3 -5 5 14 7 22 -10 -11 12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.1204290651685506e-05 0.00016515787587602517 -0.00014685661461866486 0.00013793253794594756 5.8398103995630928e-06 -0.0001087990000492496 -0.00010132823836268316 -2.4518555210614095e-05 0.00030955232891086338 -3.77524006195249e-05 -7.0799181663871116e-06 0.00070244620615586095 0.00016183746293857161 8.2835748544250905e-06 -5.6831532609762444e-05 0.00010101242548986939 2.297011740231889e-05 0.00065898572435481577 -0.00010354781317779999 5.9692097943907918e-05 -0.00014266466569157741 -1.9627413206564831e-05 -3.2155022397449617e-05 -8.3194983507076103e-05 0.00037953431768026485 -0.00021743998195662372 8.4486037276654505e-05 -0.00018468368548202804 0.00042507490799777625 0.00060664730881893818 -0.00018765200916818605
leaf_count=29559 12174 6191 1823 5700 44909 83256 18075 4246 29802 62837 373 2213 667 1127 3122 2965 291 917 9579 8590 10530 3398 843 875 10045 3617 415 3006 497 289
internal_value=0 -0.0298702 0.0420622 0.118423 -0.0361947 -0.0481241 -0.0289671 0.0531156 0.0122969 -0.0440213 -0.0760294 -0.0817422 0.263887 0.219603 -0.0934613 -0.0678847 0.0839976 -0.0896294 -0.0247538 -0.0964333 0.0699062 0.121326 0.254587 0.135556 -0.117371 -0.0939409 0.283194 0.322869 -0.00751746 0.342485
internal_count=361931 332372 21518 12071 310854 254950 168572 23950 55904 144622 81785 80745 1040 6371 86378 9447 3256 78532 19961 10382 26102 15572 5089 1792 58571 48526 5244 4829 18861 786
shrinkage=0.000980392


Tree=2971
num_leaves=31
num_cat=0
split_feature=522 694 852 371 831 1116 845 208 700 768 417 483 973 215 566 1397 728 359 420 207 420 692 1040 1021 693 542 572 835 967 225
split_gain=14.5136 21.627 26.115 26.3395 24.4511 22.2723 21.717 21.3041 21.1161 19.8135 19.7641 19.4612 20.0496 19.4125 19.244 23.0891 19.5681 26.0059 21.4553 20.734 23.4036 19.8893 22.9099 19.7285 19.1046 19.512 18.6098 21.7114 18.5683 20.1949
threshold=-0.71745339412579689 1.4410699139383063 1.0747610123934368 1.0000000180025095e-35 1.3277602134687787 -0.43186317727731155 -0.090156864662131228 0.90803576617975656 1.9996101463746008 -1.4059160220377944 -1.288988974873565 -0.30553248901534896 -0.50573639966279982 0.6644900898874927 1.7603402020327763 -0.77276258188273561 -1.3163276726681863 1.0650029522984426 1.3817897615006729 -0.034716748737055429 -1.5217841837924426 1.1994285306476193 1.8465765240328873 4.5544523353404713 0.44145510489645517 1.0000000180025095e-35 -1.5642873260885404 0.86611245878427001 1.9880014365130207 -0.73524558012230534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 14 8 7 -3 -4 -6 -7 12 -8 -5 16 -16 17 18 21 26 -21 22 -1 -22 -17 -26 27 -18 -2 -30
right_child=28 6 3 13 9 10 11 -9 -10 -11 -12 -13 -14 -15 15 24 19 -19 -20 20 23 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.012114273730822486 -0.00055090819837891563 -0.0057947535534931633 -0.0026855641576909433 0.0088920001874712769 -0.053953421127453785 -0.02912010481863634 0.0065756954060881175 -0.025249882999792181 -0.050767636764897331 -0.0081677966837473744 0.0089302162951282009 0.010051278547457597 -0.014675757418609256 0.027076153449405557 -0.0049719374334088462 0.0071743480412248071 0.011982318151147257 -0.011585813485768022 -0.014732350306797952 0.033392178002747012 0.0016373590258046647 -0.016359158632929586 0.043000027086133416 0.070626464602295977 0.011489265863342216 0.042014241378573673 -0.0024071796678616815 0.12980910294296238 0.0069739900944979435 -0.0078574332505880768
leaf_count=3382 257658 4510 2894 2321 144 211 1053 965 138 2243 4340 2164 1491 992 1234 2529 64 744 404 368 27715 270 291 52 525 396 30508 25 1822 10478
internal_value=0 0.0186147 0.0308069 0.130073 0.0140755 0.0606424 -0.0820054 -0.176899 -0.091851 -0.213583 0.151771 0.0381119 -0.103951 0.297342 0.0220574 0.153786 0.0108197 0.140283 0.205998 -0.001799 0.0423913 0.253399 0.294877 0.0354387 0.243017 0.497055 -0.0447884 0.957782 -0.0149533 -0.113636
internal_count=361931 91973 81790 10896 70894 7583 10183 5475 3032 2387 4551 4708 2544 3313 68507 4684 63823 5091 4347 58732 28135 3943 3673 27767 3450 921 30597 89 269958 12300
shrinkage=0.05


Tree=2972
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 791 858 691 927 1452 1470 1465 759 892 1247 789 428 813 1465 706 355 556 934 566 858 766 214
split_gain=33.9437 26.6734 39.5781 31.067 30.1366 39.2302 36.2743 60.4363 31.2703 37.1972 31.4784 31.4778 25.962 47.6069 27.2205 26.3351 25.5731 29.074 25.4155 25.2543 24.9089 24.8959 24.121 25.4337 24.0348 23.8769 23.7622 22.9982 22.891 23.156
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 0.29073615932568342 1.0483613175537825 0.4926003403048807 0.82151526813113451 0.28325886342528439 0.46683225090780039 1.0342428102238199 -0.29149962867897405 1.1248358748350926 -0.99270919937965674 2.1641256470006294 -0.41120921193798426 0.85558832110916161 1.4218347872305723 -1.1872183965669325 1.0000000180025095e-35 2.1059719136688364 1.0825608069246189 -0.45228654518479167 0.37772781070951184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 22 18 12 6 8 -8 20 10 16 -11 25 15 -15 21 19 -18 -4 24 -6 -14 -3 -24 -10 -2 -7 -9 29 -29
right_child=1 2 3 -5 5 26 7 27 9 11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=4.6478985455356848e-05 3.6989850186643181e-05 -0.00014532069550510495 0.00027114813551864695 6.1164243094081288e-06 -7.3349331182864856e-05 -0.00010219001469952806 -1.0726242716997183e-05 0.00030040595809734333 0.00062056477903865486 5.5993292078768443e-05 -0.00015440400667996595 0.00034223626147153826 -0.00015486573508251693 0.00058318155095827477 -0.0007218348232322986 0.00023335285991838746 5.8871350420054023e-05 -0.00049641897640070756 -5.5116844417584296e-05 6.1267508574700441e-05 0.00010149169074941168 7.9026364337446767e-05 2.0549738342828367e-05 0.00066284779521919978 -0.00030584793295304651 -6.4651796603382787e-05 9.4420334792937833e-05 0.00040039391975807669 -0.00075824066540579695 -0.00085408350530687929
leaf_count=29559 21537 6191 5244 5700 94773 82198 18652 4493 162 9918 10118 2066 3631 1069 98 2657 1179 1414 1127 16981 3837 5584 2965 291 2248 24607 3066 285 191 90
internal_value=0 -0.0302898 0.0406717 0.115801 -0.036524 -0.0485578 -0.0291124 0.0508641 -0.0438469 0.00870948 -0.0360368 0.11412 0.00865993 0.0939226 0.50804 0.0518702 0.0107785 -0.241878 0.214473 0.0361086 -0.0667366 -0.00513561 -0.0675183 0.0822478 -0.227444 -0.0174617 -0.0946516 0.255056 -0.147387 0.142984
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 44086 32102 11984 59183 13039 1167 11872 21984 2593 6371 19391 98610 9215 9447 3256 2410 46144 85264 5059 566 375
shrinkage=0.000980392


Tree=2973
num_leaves=31
num_cat=0
split_feature=785 804 665 1459 1245 284 718 1180 57 968 572 211 1022 1150 395 146 332 791 1035 628 776 486 666 1457 1457 784 1454 539 287 89
split_gain=14.6177 15.4212 29.5391 20.8137 20.1709 20.3535 18.1216 18.7597 18.0752 17.9516 18.0878 16.8815 16.4176 27.3219 22.9447 21.9603 21.8633 22.194 19.9135 19.5429 22.064 20.9974 18.9114 18.8931 25.7471 22.7499 24.176 21.3185 21.6291 21.3697
threshold=-0.86283290253235112 2.2521318533151415 1.0000000180025095e-35 0.097572730827532081 2.4485652382148761 1.5000999175210408 -0.49030554980422836 -0.86855616838575889 1.4243427035504792 1.1993462812674249 1.1644733179796625 0.92264870259493525 1.0000000180025095e-35 1.0000000180025095e-35 0.66415532897360485 3.0783482178314734 1.6399250563363121 1.0000000180025095e-35 -1.0201165470979359 2.1701201638904126 -0.96920678246414138 -0.67546805012264599 1.0000000180025095e-35 0.14149010266814824 0.18998039427901892 0.9594655836162902 0.54504201778324368 1.0000000180025095e-35 0.72826393429338221 0.37560977029846238
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 9 5 8 7 -5 -4 10 -3 -10 13 23 16 18 19 22 -16 20 21 -15 -18 -2 -25 -26 27 28 29 -27
right_child=1 2 4 6 -6 -7 -8 -9 11 -11 -12 -13 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.002033324250294758 0.00064593822868252223 -0.014715099840090194 0.009559525046507868 0.021716582364586182 -0.017389110733742746 0.030273420089811688 0.012896397564289419 -0.023193300402953216 -0.022340681961391665 0.0098609720727211529 0.017612162917988592 0.059547117478219704 7.7634527947417187e-06 -0.0091900410207566355 -0.011114560973129021 0.050777805469058447 0.043416357780525425 -0.011839019212126019 0.0017997611671351347 -0.022019940797022339 -0.0070797591770705853 0.0082056768055939078 0.0044058391262071358 -0.019024657605281464 -0.0041875746656910868 0.0014139964815979391 -0.0079662372747595789 0.021941213722935424 -0.018000969521161418 0.030071254087286028
leaf_count=29559 65602 2519 4711 151 334 460 1197 448 318 511 239 28 170614 2246 2132 96 281 392 10078 1957 37470 3455 309 1672 20311 1352 1328 1072 560 529
internal_value=0 -0.010729 0.0677859 -0.0560349 0.167171 0.196587 0.123563 -0.21163 0.157069 -0.164465 -0.23894 -0.304116 -0.0140385 -0.0343503 -0.081824 0.00419525 -0.115214 0.214684 -0.00552514 -0.126731 -0.115526 0.0421178 0.467939 -0.00978157 -0.0636992 -0.0459283 0.0929657 0.196353 0.0626208 0.183394
internal_count=361931 332372 10916 5065 5851 5517 1796 599 5057 3269 2758 346 321456 150842 58416 12306 46110 982 12210 45128 43171 5701 590 92426 26824 25152 4841 3513 2441 1881
shrinkage=0.05


Tree=2974
num_leaves=31
num_cat=0
split_feature=1464 1454 1455 21 1464 1451 1470 1457 1461 1467 1450 57 1077 759 208 1191 1464 1455 1454 1459 352 1449 1457 1468 1449 1458 1452 1452 1458 21
split_gain=14.3794 23.9386 21.3469 42.4561 36.461 29.9587 31.2764 28.8953 25.063 24.8101 38.2808 24.4678 25.181 23.3904 21.9954 20.9351 20.4709 31.0983 29.7382 25.6832 22.8543 20.2953 19.8389 30.0479 27.4096 35.0331 32.2832 50.1695 48.7884 39.161
threshold=1.5993600128483978 -0.12591398429191614 0.40822562400327617 -0.13431221002227373 2.2441868864234924 0.25091737626799537 1.2078533108621594 -0.40593421939817159 4.3587965850032591 1.9487771429729768 2.0011579755392459 1.0000000180025095e-35 0.5007251690472273 -0.11769446296270307 0.39854638751512911 -0.3021575047743405 1.8829436135215958 0.59295168827627476 -0.33546787509067016 0.4112809844690079 -0.14969839092635071 3.6725314242296441 0.68635126017805159 3.2937191260639342 0.10239950818037324 -0.47148708895641395 -0.45735874272206839 0.50143181815562798 -0.44174279345996664 -1.6471741456694959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 16 5 4 11 7 9 -3 -9 14 -11 12 -4 -5 -7 -12 18 19 -2 -18 -19 -6 23 -1 -24 -26 28 29 -27 -28
right_child=1 2 3 13 21 6 -8 8 -10 10 15 -13 -14 -15 -16 -17 17 20 -20 -21 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00076031138575057087 0.015086378308156437 0.020879904608396168 0.019048308812849774 0.00023778824735967599 0.0014820831145291216 0.008233718352154527 0.1375214023681571 0.0070115906231881676 -0.062526752163466093 -0.039470492625005196 -0.024427122256304938 -0.0015393276858838068 0.056708964590098387 -0.017616940292156737 -0.012339260537041132 0.029619752053547804 -0.025433739925845102 0.039753200130752134 -0.023695954872858166 0.00052420204748255693 -0.013400109369112607 -0.050702387943169329 0.0038899077996322668 -0.012442478610253868 -0.010283104024744813 0.045999763741677857 0.058977356289203954 0.0045611401366377003 0.0041704574845747196 -0.012171383320882561
leaf_count=282232 1088 2463 612 1676 2204 2662 20 3874 62 490 129 396 278 1886 862 193 2034 218 330 894 227 106 29626 3136 4939 318 127 4908 7995 5946
internal_value=0 0.0489717 0.0824556 -0.0103501 0.1569 0.144461 0.00520124 0.241198 0.116372 -0.00729689 -0.355331 0.441829 0.626057 -0.1812 0.0712603 0.172407 -0.110266 -0.227692 0.11322 -0.335762 0.335041 -0.013537 -0.00966907 -0.0177704 0.0305191 -0.0261916 0.0158075 -0.0663034 0.120195 -0.217377
internal_count=361931 22704 17913 7158 3596 10755 4356 6399 3936 4336 812 1286 890 3562 3524 322 4791 3373 1418 2928 445 2310 339227 285368 53859 24233 19294 10981 8313 6073
shrinkage=0.05


Tree=2975
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 727 878 859 356 350 306 641 718 934 833 1246 589 434 20 1109 912 703 639 69 712 1022 146 462 706
split_gain=26.6939 20.4655 22.7426 54.495 22.5379 27.2589 23.7878 19.3652 19.364 19.0446 18.607 23.1603 21.8191 20.5136 26.0323 25.292 24.6705 24.4245 22.0666 23.2349 20.1386 19.9633 19.7607 19.1375 19.8599 18.3886 18.1934 21.6625 20.8324 25.1883
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 -1.5722412400100421 2.630508148566769 -0.98545034728205338 -0.88459116152366701 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 1.7690287660176487 1.0000000180025095e-35 1.5919315457291203 -0.73270239001473869 -0.78482993737865692 -1.1991617827164551 -0.85260503279661171 -1.3649002260363143 -0.84635152736077035 0.5985485557119935 0.10440673291476525 -1.4481248668520941 -0.63779424894106762 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.7353186015506989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 4 3 -3 26 10 -7 8 -8 -5 11 -6 -13 15 17 16 -12 -15 19 -18 21 -14 -19 -16 -25 -1 27 28 -2 -30
right_child=1 2 -4 9 5 6 7 -9 -10 -11 13 12 20 14 23 -17 18 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00011920450370871468 -5.0609581830594598e-05 -5.6341568801794647e-05 -6.4326803738228269e-05 -0.00022317235928204178 -0.00016109659554507195 -0.00011785237669174417 0.00048897407834873439 -0.00078386487085609861 0.00016185914087160866 0.00051282433019759696 0.00012023381378255496 0.00017552267650652504 0.0012407506479150036 -0.0001020580303223871 9.5529015823576187e-05 0.00026284692028729847 0.0017659401359890246 0.00026807710539798133 -7.7796634000195522e-05 7.6629952432406449e-05 -0.00021583837340784503 -0.0004590149212963394 0.00073128844757566671 0.0015638247670687799 -0.00041925448387635238 6.3088413886600234e-05 -4.4301228376822925e-06 0.00029787286715173087 0.0013141457643859118 -0.00071390613185421412
leaf_count=3225 85846 4821 93730 198 6553 1294 983 82 5236 1186 4080 2409 77 723 1477 1503 53 2120 12640 115 1585 62 438 21 695 26334 103001 802 46 596
internal_value=0 -0.0224582 -0.0545521 0.0832293 -0.0118203 0.0334682 0.147597 0.200098 0.213792 0.432488 0.00642733 -0.0738775 0.0507376 0.0388755 0.153531 0.00369612 -0.0208832 0.271111 -0.0691584 0.743247 -0.146053 0.650772 0.360197 -0.0318844 -0.351241 0.0466281 -0.0228741 -0.0502635 -0.0544766 -0.562998
internal_count=361931 332372 99935 6205 232437 42146 7595 6301 6219 1384 34551 10686 4133 23865 5474 18391 16888 3281 12808 168 1724 139 2558 2193 716 29559 190291 87290 86488 642
shrinkage=0.000980392


Tree=2976
num_leaves=31
num_cat=0
split_feature=1442 843 1452 1452 1457 424 698 14 1452 21 1469 1464 217 1312 1450 208 773 890 12 1467 784 494 15 1457 266 1457 1462 1452 289 908
split_gain=14.2309 19.5306 19.0243 26.2785 24.5338 23.8552 22.3186 22.1334 21.3393 28.7742 27.9372 22.9655 25.1602 22.7898 24.5277 24.4817 21.2819 20.2288 22.5908 22.4502 23.965 19.3715 19.8742 19.2151 32.7258 27.2665 29.9441 25.6567 25.7965 23.7899
threshold=-1.2625182715263061 2.539957888746601 1.0000000180025095e-35 -0.58911782507014421 2.4589661724881098 1.0824376001404004 1.0000000180025095e-35 1.1023895108753006 0.090287144988632009 -1.0798509198017876 1.569158560977409 1.20947575187956 0.64462614534434626 -0.7453920596042114 -0.59700472168322827 0.095186299455274667 0.55182001004289238 -0.4085554837980378 0.16001610936532343 -0.50720418024416702 0.49369349712833849 1.2142997171938616 -0.73416880045844779 -0.24981860190110738 4.0832902824124027 0.0065637448019396092 1.8461117166573322 -0.57485870102087877 -1.265797565932566 -1.6732110109718159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 23 -1 7 -7 9 -4 16 12 21 -14 15 -15 -10 18 19 -8 -21 22 -11 27 25 26 29 -5 -29 -25
right_child=1 -3 8 4 -6 6 17 -9 10 11 -12 -13 13 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0019168386766911976 -1.1469166068533475e-05 0.010607718315748088 -0.020916437843428067 -0.038597575112477987 -0.032818722980406133 -0.0075574327370023292 -0.010041255267229578 0.027683941933103997 0.0024935567461981762 -0.018514704591583175 -0.027196306941892401 -0.015536736486549386 -8.4041505980100568e-05 0.055192266681472806 0.070621718278195425 -0.039908805329632979 -0.0063162331283283385 0.002372137983943411 0.056909772197891867 0.046884302884958783 -0.0087044017531190815 0.046754973677499638 0.014435810870141993 -0.033714359028468942 0.16212009857735643 -0.0058298577225067844 0.092498934891800624 0.0071873658325146104 -0.0097267559376778834 0.0073424773386676903
leaf_count=18380 278766 2043 640 543 492 1928 295 324 17513 394 807 298 165 92 325 99 5573 804 290 413 166 183 1069 323 23 11142 63 2069 12498 4211
internal_value=0 0.00151373 -0.0363135 -0.0650673 -0.115806 -0.00021934 0.17829 -0.020437 0.0177741 0.209674 -0.00841623 0.299535 0.383901 0.782737 1.04056 0.262875 0.00554785 0.360344 0.561148 0.361513 0.635525 0.222923 0.125498 -0.105677 -0.0406259 -0.0450874 0.125806 -0.172834 -0.153047 0.0994205
internal_count=361931 280809 81122 53964 31364 22600 4220 2252 27158 3265 23893 2625 2327 681 516 191 23086 1968 1164 874 579 1646 1463 30872 15762 15739 4597 15110 14567 4534
shrinkage=0.05


Tree=2977
num_leaves=31
num_cat=0
split_feature=470 464 678 1185 330 1382 672 1065 996 927 363 1376 1367 115 898 1257 346 705 841 785 1173 704 1465 1114 1312 685 1470 354 1184 705
split_gain=32.3975 45.3443 28.1483 30.5426 26.0836 28.191 25.0251 30.7628 27.5966 29.7847 29.068 26.9705 24.4374 24.2245 23.8391 22.8716 23.8747 23.1827 22.7208 22.0527 22.0205 24.7761 25.2394 31.2824 23.7042 21.402 21.3729 20.814 24.039 21.9709
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.104114706617066 0.44542865074340127 0.081171891487753292 -0.65546635319905777 1.0518754624258557 1.0565563832172893 1.0483613175537825 -1.007273843551957 1.0000000180025095e-35 0.61047007421192445 1.3947035982071894 -0.39563059382848575 0.60364391314666166 -0.46137229492039394 1.2027362774253969 1.1672291848996961 -0.86283290253235112 2.437247391288011 1.4574846684037308 0.18254151478801925 0.30769030765026967 -0.67546338385382987 0.58104764358843186 -0.67653020368304262 -0.95507959415204147 -0.53066036875569089 1.2541308126091653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 18 -4 6 15 7 8 9 10 -5 -8 13 25 -12 -6 -17 -18 20 -3 27 22 23 -22 -25 -1 -24 28 -2 -30
right_child=2 19 3 4 5 -7 11 -9 -10 -11 14 -13 -14 -15 -16 16 17 -19 -20 -21 21 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=-9.077972693186726e-05 0.00019179569033800879 9.6525654604822782e-05 -0.00014070968703823228 -0.00064325782903108223 -3.4018274498592888e-05 0.00016200626540384793 7.0484251134015003e-05 -0.00021695452335985418 -0.00020926355112829378 -0.00018380057682390594 0.00015965291000055653 -3.8572473993908599e-05 1.0740300490866244e-06 -0.00031038118554614028 -8.1469433452474385e-06 0.00031153844105089517 -4.7434166321858291e-05 0.00042596963415394745 -0.00013055053117924255 -2.8207776163073055e-05 0.0002014560029356517 -0.00060917465887091375 0.00033885307721511122 -1.1074745812200139e-05 0.0012159376693636069 -0.00026470181521004638 -0.00049003059049813631 -4.4574344423689775e-05 -4.6786084291376236e-05 0.00043806656232964647
leaf_count=53279 4366 6813 6370 290 9988 10598 29467 3667 2631 2710 5955 16897 11658 7563 8789 1941 2747 532 11227 82952 831 190 281 122 356 8314 367 63086 7481 463
internal_value=0 -0.0493331 -0.00453408 0.0185575 0.0269624 0.0834733 0.00530769 -0.0486317 -0.0163557 0.0137508 0.0504383 0.035415 -0.101332 -0.124216 0.0624945 0.0250912 0.136123 0.0271282 -0.0358124 -0.0176887 -0.0217116 0.211045 0.286332 0.47157 0.955669 -0.109439 -0.0894784 -0.0282553 0.0577454 -0.0166024
internal_count=361931 170579 191352 102582 96212 25806 70406 24042 20375 17744 15034 46364 80814 69156 14744 15208 5220 3279 88770 89765 77543 2147 1957 1309 478 61593 648 75396 12310 7944
shrinkage=0.000980392


Tree=2978
num_leaves=31
num_cat=0
split_feature=1440 971 1118 1301 914 1119 907 1344 486 491 1331 1425 770 271 4 1114 1255 419 968 774 141 1010 967 728 954 1470 1464 1454 696 1455
split_gain=14.3274 17.3534 21.1335 18.6802 21.165 17.7867 17.5979 22.1493 20.1592 19.1974 18.3344 19.0307 17.3131 17.2868 17.6724 17.2633 17.1801 28.5651 18.6207 17.7346 17.7155 17.1697 18.2433 21.6943 19.1043 19.3494 17.3566 23.2061 22.253 18.8948
threshold=1.0000000180025095e-35 -0.32371444477620487 0.25386772794429113 1.0000000180025095e-35 3.2762546484437549 1.4822867184092459 0.5713353439853871 0.61516443384225761 0.63964483788325233 0.42611498640487083 -0.87038982694785894 1.1710607803345987 -1.1116977698324584 -0.29502685028357389 -0.052119144981051767 -0.75862811944260422 -1.1520684350365487 -0.076721057269150114 0.98942460799555387 0.81192458164279435 1.8823835605016386 3.0713252103476614 -0.26440935015773465 -0.90320472132347296 0.98873640907070304 -1.1062327205981619 1.5993600128483978 -0.12591398429191614 2.1459952861562561 0.039376290032484627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 3 -3 5 -5 -2 16 8 10 -9 -8 -12 -6 14 -10 -15 17 20 -18 -20 -4 26 23 -23 -25 -26 -1 -28 29 -29
right_child=1 2 6 4 12 -7 7 9 13 -11 11 -13 -14 15 -16 -17 18 -19 19 -21 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.00035462681835863783 0.00074323020023811938 -0.0030149374740053546 -0.01328756780056632 -0.0091267391424183272 -0.01805570468045618 -0.021188239569444368 -0.041279111463848717 0.050238651549383506 -0.019946942192221397 -0.0032199359316206462 0.0087971457752709994 -0.043004140414946795 0.068236301585566858 -0.049905851517949178 0.039580279914073452 0.065000992523118403 -0.0040986502014150553 0.041631200897585957 0.0053128052978815045 0.043522727721171946 0.10056628301637834 -0.00618336787927841 -0.0031887786542752631 0.023064552619740795 -0.074392210514178991 0.0044434791329512014 -0.0053270300463472923 0.0088330608537524648 -0.019032743903495349 0.0010240376429431961
leaf_count=290409 8446 16911 410 13170 73 618 157 341 142 134 1364 119 85 20 125 161 4841 360 774 192 21 488 1263 1536 43 239 4058 8578 449 6404
internal_value=0 -0.0470909 -0.00453509 -0.102291 -0.169657 -0.0160653 0.0863175 0.258083 0.146375 0.715479 0.00733129 0.0916223 0.740725 0.562515 0.1776 1.07721 0.0217414 0.372811 -0.0206995 0.274721 -0.126738 -0.000333114 0.146132 0.256217 0.366488 -0.135577 -0.00235264 0.0616011 0.0965348 0.110791
internal_count=361931 48464 26072 22392 13328 9064 9161 2563 2088 475 1640 1483 158 448 267 181 6598 791 5807 966 431 313467 3569 2306 1818 282 309898 19489 15431 14982
shrinkage=0.05


Tree=2979
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 647 590 728 1469 1452 1456 820 556 1320 3 1184 910 21 327 761 211 5 986 899 779 1449 621 755 982
split_gain=40.0266 25.8613 26.5373 30.6027 27.6695 27.5275 22.8052 59.0681 22.8023 22.1896 25.0656 29.2243 24.7305 24.8403 24.2561 25.3183 24.9383 23.1704 22.2784 22.0446 26.884 22.0293 22.1609 21.8664 22.4222 21.2601 24.3973 21.4241 22.4235 21.8223
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 -1.0588145806293296 0.039474337618497217 1.0000000180025095e-35 1.0000000180025095e-35 0.88563118371529337 1.0599184291106585 -0.94853112105243265 0.25582260114466598 -0.0241086401731689 4.5933813388752975 1.1118878198573032 2.4965882241780535 -0.62944366619299574 -1.0821368227570305 -1.0520142078483523 1.8419729237591864 -0.37927031053793997 -0.58632960250228139 0.15756737096759915 0.58583312291556033 -0.49637147031497558
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 9 4 5 -4 7 -3 -1 10 14 -12 17 -14 15 -2 19 -13 -11 -17 -21 -6 -23 -5 -25 -7 -27 28 -28 -30
right_child=1 6 3 23 21 25 -8 -9 -10 18 11 12 13 -15 -16 16 -18 -19 -20 20 -22 22 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.00012417761456193896 -0.00021535374816366714 -7.3619877366324762e-05 -6.0221186745515093e-05 -0.00070206970335563268 9.3592767158155037e-06 -1.1785565790347921e-05 -7.6581750658495816e-05 0.00042546004323052691 7.2147126075138582e-05 -3.9558971331502721e-05 3.5244441615808663e-05 -0.00015018716945026922 0.00054921472437290347 -0.00017889358893029205 -0.00024056233868005345 3.1084755852564996e-06 0.00016819752838838104 0.00034873890218720447 0.0008781346024044084 -0.00044760076443971518 0.001861435299796493 -0.00035054190426849624 0.00030645595477426238 -0.00013988814577307865 0.00037869998972911667 0.00040254123416857653 0.00031535582015341623 -0.00010557734010490345 0.00031791389286708264 -0.00057770104044437063
leaf_count=3396 2468 4821 8900 372 2043 3858 93730 1384 26163 172759 10298 906 1302 291 2527 6647 3956 700 92 859 27 281 3872 4591 435 1521 1812 1389 218 313
internal_value=0 -0.0311535 -0.0192101 0.0409972 0.0697319 0.0269156 -0.0670827 0.0704219 0.0531694 -0.0289549 0.0245085 0.0911536 0.26675 0.451701 -0.0336004 -0.000474468 0.0381582 0.0813177 -0.0396163 -0.0353838 -0.384325 0.189729 0.276057 -0.128026 -0.0874137 0.105422 0.19156 0.0996841 0.220643 -0.190836
internal_count=361931 332372 232437 29605 24207 18011 99935 6205 29559 202832 29981 13497 3199 1593 16484 13957 11489 1606 172851 7533 886 6196 4153 5398 5026 9111 5253 3732 2343 531
shrinkage=0.000980392


Tree=2980
num_leaves=31
num_cat=0
split_feature=43 188 791 917 634 1459 3 1460 1462 1324 294 626 20 138 1316 842 679 1071 905 1459 1450 497 16 1384 5 1104 217 638 10 151
split_gain=14.3239 16.4579 17.8676 22.4606 27.5826 26.2238 22.7381 17.7118 21.1602 20.105 19.63 22.1334 25.202 19.1437 18.3839 19.9712 19.4202 17.9817 20.2017 17.3988 18.8198 18.6297 21 19.0081 20.5125 17.2263 20.5561 18.8138 18.2651 17.7937
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.4161025625550929 -0.85844475599533343 -0.94515270781728711 1.9632967188765165 2.1620162558058551 0.11515946801196487 3.938751423652564 -0.64784448364073677 0.44078398161261806 2.7171280657331738 -0.52355491694368339 2.8249654608629711 -0.31770621476078714 3.1048954322592532 2.3187680814232108 0.69084194168817237 -0.33074397964709257 0.57266329086659318 -0.01180047070279761 2.0299071899120249 -1.4380023256248802 -0.83880014371081446 -1.0176975756297095 -0.48132467439575316 -0.35561472155582269 2.4069555321164873 -1.1768953405853129 1.2641824132599344
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 6 -5 -6 -4 8 17 -10 11 14 -13 19 15 16 -9 -3 -19 21 -21 22 23 -12 -25 27 28 -16 -27 -28
right_child=1 2 3 4 5 -7 -8 10 9 -11 13 12 -14 -15 25 -17 -18 18 -20 20 -22 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=5.3924572599568618e-05 -0.004264457747100543 -0.0017803292621597665 0.019051732280345828 -0.023480019335714405 0.00464020153188913 0.059736089279385313 0.094515057123227719 -0.0041590556290389 -0.027955287884109906 0.051820514339692147 -0.044639247538738901 0.090146159746851473 0.0028425669357561452 0.099434452301620818 -0.0045875173556058123 0.1037151683560841 0.056290896206453223 -0.00031387131206402996 -0.016902826034099115 0.030272861047418956 -0.017181082175765989 0.041697845366232604 -0.023994965413482006 0.15545425112824818 -0.0039612238135258385 0.075031228923527871 0.028461322479228182 0.082568658524235436 0.00089343096154220194 -0.020335176027430235
leaf_count=287154 35052 21926 746 642 3056 91 40 3064 57 131 26 76 84 23 1083 22 66 1694 2604 228 204 57 1338 26 23 40 1225 31 1014 108
internal_value=0 -0.038133 -0.00711056 0.134427 0.0559838 0.136935 0.497651 -0.0257135 -0.0582786 0.643512 0.0649699 0.12048 0.92791 -0.158177 0.0988796 -0.0362143 -0.0532644 -0.0651111 -0.204562 -0.186424 0.198451 -0.331508 -0.402147 0.863766 1.74027 0.208981 0.312066 -0.036414 0.0786898 0.495747
internal_count=361931 74777 39725 4575 3789 3147 786 35150 26412 188 8738 6813 160 1925 6653 3152 3130 26224 4298 1902 432 1470 1413 75 49 3501 2387 1114 1054 1333
shrinkage=0.05


Tree=2981
num_leaves=31
num_cat=0
split_feature=253 1443 1121 360 630 1049 1185 3 968 629 777 217 6 833 706 547 87 1388 908 1116 84 289 1173 899 319 145 1457 212 428 848
split_gain=14.1988 17.1895 19.326 21.7526 18.9611 18.6162 23.0731 20.9238 22.7485 22.8669 24.0288 23.2919 21.3147 23.7492 22.2486 21.0924 20.2719 20.9086 20.9713 21.4982 20.0062 23.222 22.4159 21.6721 23.6823 26.6624 31.3228 19.9359 19.608 20.6048
threshold=1.0000000180025095e-35 1.593744732512876 3.2193112452210872 0.55949861963169689 1.8958802222791624 0.70901301211124457 -0.72597356262970281 1.6415744767984373 -0.33880707016101203 1.3738469676715119 -0.014541553333838513 -0.97011247386668864 -0.75547842904429285 -0.16041975458252561 2.2849053067765186 0.55489234843406188 0.1153952200009216 -0.63249136559955399 3.1794700256891297 2.7733144026751986 0.065967011701695236 -1.6501883638906671 2.0905195492274058 1.0348357785222515 1.0000000180025095e-35 -0.9387122182604074 -0.45188726494709813 1.2996407015694784 -0.88703732560117465 -0.46903327244065068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 7 -7 12 27 11 -11 -10 13 16 15 -14 17 18 19 -2 21 23 -23 24 -17 -26 -27 -9 -24 -30
right_child=1 4 3 -5 -6 6 -8 8 9 10 -12 -13 14 -15 -16 20 -18 -19 -20 -21 -22 22 28 -25 25 26 -28 -29 29 -31
leaf_value=0.00023436061002887125 0.0070770414067194802 -0.0056986647759751721 0.011939816572029511 0.085791180794016722 0.0072773831097276299 -0.0047962593804883645 0.0043569927427590032 -0.0085468450288362294 0.032902581160090892 0.058889090209113031 -0.010526664071481248 0.0035226080056122789 -0.0025974991271310987 0.0062826272121943669 0.013109925433608406 0.018601209591600259 -0.013670048930338522 -0.004380716901808422 0.14381469825373402 0.081815908803399215 -0.015720640988121076 -0.0082086895194303268 -0.021122632508668374 -0.0403396273645103 -0.023461871161431738 0.29542159192790457 0.085792960961743478 0.03379147816688443 0.091731811289446713 0.0076556472273391187
leaf_count=231805 2332 24420 294 62 2423 5701 15691 1837 410 207 94 2273 44785 8726 1109 297 2582 4989 22 53 4771 6414 94 89 31 23 51 170 78 98
internal_value=0 -0.0269321 -0.0140557 0.557978 -0.0909907 -0.0160028 0.0449682 -0.0336589 0.113791 0.236165 0.802808 0.164657 -0.0442411 0.031927 -0.0666069 -0.073603 -0.0572946 0.00717789 0.204006 0.182462 -0.176462 -0.0884041 -0.130295 0.463056 0.703533 1.90075 2.77018 -0.0932306 0.5779 1.03744
internal_count=361931 130126 103283 356 26843 102927 21392 81535 4991 2984 301 2683 76544 18704 57840 56731 9978 7396 2407 2385 11946 7175 6684 491 402 105 74 2007 270 176
shrinkage=0.05


Tree=2982
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 962 872 934 831 689 816 959 967 1230 209 797 692 706 355 277 609 1425 941 767 283 643 982 810 470 486
split_gain=27.3732 23.1184 36.6791 30.6098 30.0434 36.5102 32.8095 31.8913 28.8207 28.9862 29.7113 27.9701 25.7104 25.3135 25.3362 24.418 23.9409 23.0097 25.1236 22.8075 25.753 24.3368 32.7282 23.8149 23.335 22.9904 23.7718 22.5361 23.6517 22.3842
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3714217264408297 3.0757328524286596 1.0000000180025095e-35 2.0523937188146193 -1.1110989058077336 0.98567350059335823 0.84086088814742543 1.0416760712798214 2.3457019632811744 1.4237363317142799 1.0000000180025095e-35 -0.91671528415897374 0.85558832110916161 1.4218347872305723 0.90026284119902344 -0.93177752141597858 1.1710607803345987 1.0000000180025095e-35 0.93865317356381961 -1.4089352172791891 1.0000000180025095e-35 2.9259986913243421 1.0000000180025095e-35 0.66595742291584703 1.8692550303841236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 17 13 7 6 8 27 9 11 12 -6 19 14 16 -13 -4 -3 -19 20 -11 25 -23 -24 -21 -22 -27 28 29 -2
right_child=1 2 3 -5 5 -7 -8 -9 -10 10 -12 15 -14 -15 -16 -17 -18 18 -20 24 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=4.4460946400267234e-05 0.00014278383894024348 -0.00013890961991057184 -0.00026797039550218956 5.0558412397342744e-06 7.98698556384152e-05 -0.00011473701779758525 0.0001925622039181717 -3.3467945690980593e-05 9.358935577110805e-05 -0.00015169336058118779 6.5821874949877751e-06 1.9694227849817262e-05 -0.00015467673181651656 -0.00020793267939668393 -0.00022008031762797844 -0.00019770915443586843 0.00031723115568187696 2.2289235918291443e-05 0.000661369010473893 0.0008557214457117321 -2.4833942067283281e-05 -7.0681595897107832e-05 0.00020868347473164533 -9.0380143787563709e-05 -0.00014588482226833785 -0.00012632281293981226 0.0006716729850821117 -1.3385853283900844e-05 -2.9161830506644692e-05 0.00050804119729329475
leaf_count=29559 11450 6191 331 5700 17939 45726 2801 29802 7791 13057 31906 6465 18190 529 446 4439 5065 2965 291 142 55811 5798 5700 1494 17785 19691 215 10530 3398 724
internal_value=0 -0.0245506 0.0416049 0.113998 -0.0303719 -0.0419549 -0.0309694 0.0166372 -0.0347059 -0.0405336 -0.0525104 0.0260199 -0.0687887 0.212107 0.251688 -0.064936 0.290275 -0.062752 0.0838363 -0.0568362 -0.044065 -0.0314809 0.0550237 0.149693 -0.140633 -0.0484239 -0.120122 0.0742208 0.124398 0.171561
internal_count=361931 332372 21518 12071 310854 254950 209224 55904 206423 198632 169789 28843 137883 6371 5842 10904 5396 9447 3256 119693 101766 88709 12992 7194 17927 75717 19906 26102 15572 12174
shrinkage=0.000980392


Tree=2983
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 712 859 730 783 934 514 603 660 639 8 345 497 907 1388 516 1022 146 48 1441 1151 1169 156 495
split_gain=33.6352 23.9411 26.3529 28.0158 24.8565 23.3796 55.2707 20.9656 20.6722 19.516 33.045 29.8099 25.9099 23.6789 26.1992 21.1621 21.0048 20.4649 19.8615 19.6002 19.5533 19.8488 19.4809 22.0091 20.7737 20.3942 19.5382 19.331 24.3622 19.1787
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.63779424894106762 -0.98545034728205338 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.11942102837874842 -1.298475463871557 0.46293354690950167 2.5623266075722904 0.49932493644430648 -1.1576935568052567 1.0000000180025095e-35 1.0000000180025095e-35 2.7503861831498626 1.8372674881307383 1.7193014468115779 3.3566824307941974 0.18848160436186537 -1.1003691979828194 -0.59136135564859804
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 22 9 -5 6 -3 -1 -6 10 12 13 -4 14 -11 17 -16 19 20 29 -12 -22 23 24 25 -2 -27 28 -26 -13
right_child=1 5 3 4 8 -7 -8 -9 -10 11 18 15 -14 -15 16 -17 -18 -19 -20 -21 21 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.00012475156057046316 -3.9366051324767077e-05 -6.0520643337861645e-05 4.4367001218404376e-05 -0.00012028225493294545 0.00048629567597101401 -6.9672172790294652e-05 0.00042305322772053948 6.9686658472310515e-05 0.00015134979458902221 0.00016144622398877004 -0.00032619514455136506 -0.00043442733082299382 0.00040975116308225086 -1.9619221036011008e-06 -0.00045154981523477615 -0.00033024367411178335 0.00062512789991849666 0.00035098345458327133 0.00040966434446688873 0.00036080726343911096 -0.00016511856698913231 -5.6849507583741701e-06 -6.5569316825816137e-06 0.0002968496275260871 0.0017946895023399499 -0.00022921251609612912 0.00062122714046579353 -0.000470544750501411 -0.00013948830131518266 3.2854268932312496e-05
leaf_count=3225 76185 4821 6880 1294 993 93730 1384 26334 5308 2134 1877 800 1041 1982 101 1064 996 644 331 373 6161 9316 103001 802 40 5561 126 1766 2810 851
internal_value=0 -0.0252324 -0.0137287 0.0352125 0.150763 -0.0598798 0.0797183 0.052199 0.204362 0.00779905 -0.0237048 0.0944581 0.0941575 0.19795 0.302636 -0.0566741 0.558399 0.0408309 -0.0771841 -0.0714503 -0.0883094 -0.0656266 -0.0256694 -0.0539816 -0.0582217 -0.0497632 -0.204672 -0.229033 -0.115474 -0.176535
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 6301 34551 25606 8945 7921 5213 3231 3732 1097 2668 17685 2024 17354 15477 190291 87290 86488 81872 5687 4616 2850 1651
shrinkage=0.000980392


Tree=2984
num_leaves=31
num_cat=0
split_feature=785 519 727 588 713 934 921 783 762 927 575 774 126 1040 395 1011 826 495 1431 1046 1458 900 691 810 290 399 1128 757 672 372
split_gain=14.5103 15.235 33.147 36.1004 29.8012 32.0173 28.4913 66.5484 30.3477 25.4909 24.9943 24.2153 23.5657 28.3144 26.042 33.5792 24.6563 23.7713 24.3648 22.8794 22.6314 22.5504 22.4794 24.2911 23.0938 22.2472 22.2248 21.8562 21.8184 22.4458
threshold=-0.86283290253235112 2.1420547332082829 -0.682906484622256 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 1.8387373041910313 1.0483613175537825 1.0000000180025095e-35 1.5033568469461875 1.0000000180025095e-35 -1.1794202161759346 0.66415532897360485 1.0000000180025095e-35 1.8203795342833418 0.86659163105887627 1.0000000180025095e-35 -1.2095226878315291 1.5460827014339922 2.2712233209094213 1.2472709466282978 -0.65819684525605759 2.1736326229479173 1.2961422998928038 0.21925577604014246 2.2053502148725181 -0.65546635319905777 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 10 5 -2 12 8 11 -5 26 20 14 -14 17 16 -16 18 -6 -17 -8 -13 23 -15 25 -25 -4 -9 -12 -30
right_child=1 2 3 9 6 -7 7 27 -10 -11 28 21 13 22 15 19 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0020413902177288156 0.0044976423217197902 -0.0070719095493303134 -0.0081861215550098412 0.016745063626971517 -0.0014477504692136196 -0.00096087309162881109 -0.0032189173169178556 0.020211914525681923 0.01084368043399714 -0.008362802697815053 -0.0023879541651119257 0.0041397751246456263 -0.010301238580223691 -0.0021278961714336726 0.0035357871692903234 -0.026773096060111023 -0.0085065149032500648 -0.0085593400850953408 -0.0060923454037307562 -0.0045417586339169857 0.010405571088544643 0.030814644663185477 -0.005504230818824285 0.00075103272751486216 0.014104884917859169 0.0089738511241441651 0.0058227718735922697 -0.0074215665246199578 0.012956911177311535 -0.0025850662868805775
leaf_count=29559 26102 3763 4083 3150 46515 29802 24776 2669 2691 496 2630 2302 5285 26195 20070 748 2213 15735 35443 7623 1551 430 10173 43830 1683 4611 1812 407 4181 1403
internal_value=0 -0.0103627 0.0435533 0.0807618 -0.0151249 0.0319474 -0.0267371 0.033631 0.000399155 0.264822 0.0318407 -0.0230647 -0.0375292 -0.00971194 -0.060364 -0.00431334 0.043308 -0.083168 -0.0645197 -0.123988 -0.0459286 0.173413 -0.0010883 0.0117846 0.0429802 0.0323708 -0.0743806 0.335568 0.106131 0.182201
internal_count=361931 332372 21518 17755 310854 55904 254950 34826 31750 3646 14109 29059 220124 91777 128347 30654 22283 97693 81958 8371 26327 2732 86492 76319 50124 48441 5895 3076 8214 5584
shrinkage=0.05


Tree=2985
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 497 498 727 1104 471 597 913 560 84 900 1469 1452 1456 820 910 556 21 1320 290 1358 421 1184 553
split_gain=30.5917 30.5315 25.5063 31.1138 33.5034 24.2061 59.1487 22.2392 28.3616 21.5665 21.3386 21.0134 20.4726 20.1917 22.0633 21.0949 19.9794 19.7426 26.3396 31.7293 24.3373 25.1379 24.4074 24.0186 23.8874 25.3589 22.1333 20.9782 22.3779 21.196
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.13067971497466105 1.69116793757109 1.0000000180025095e-35 0.63515767152532354 2.9395468797111257 3.1596628491584919 0.60667346056980065 -0.91026277545683032 -0.9805036543575979 -0.63749923242861428 -1.0588145806293296 0.039474337618497217 1.0000000180025095e-35 1.0000000180025095e-35 -0.0241086401731689 0.88563118371529337 4.5933813388752975 1.0599184291106585 -1.2172697628737557 1.0000000180025095e-35 1.8693337236492413 0.28203870014134452 -1.3272656960428559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 12 7 13 6 -3 8 -4 -1 -10 -6 17 14 -5 -15 -14 18 24 -20 21 -21 -22 26 25 -2 -19 28 29 -27
right_child=1 5 3 4 11 -7 -8 -9 10 -11 -12 -13 16 15 -16 -17 -18 23 19 20 22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.4409125019523119e-05 -0.00033451816348751781 -6.4232750241652444e-05 -0.00032367259813680007 -0.00043297354938192506 0.00011408921960234524 -7.136551757140703e-05 0.00043617768757253265 5.6916930992476926e-05 7.4054222517851766e-05 0.00010213516878663994 0.0014842929920327037 -0.00052085837358542835 -0.00065431300888230777 0.0003513065652182386 4.5752376753146366e-05 -0.00075444447289429453 0.00030658755556191129 -6.3305190641200435e-05 4.0013089979799719e-05 -0.00014594936642288342 0.00056378848132637705 0.00037923380692945553 -0.00016111776227792848 0.00093289994240378603 -0.00023682485002651452 0.00076903501000462273 -1.0493902801337194e-05 -0.00037546292995298779 0.00017002433046302666 -3.5169802677008758e-05
leaf_count=12551 1228 4821 2623 676 21222 93730 1384 1899 198 17008 53 239 107 107 2130 458 1130 67044 10237 896 1294 682 290 90 2510 141 104723 631 4000 7829
internal_value=0 -0.022285 -0.00927595 0.0498651 0.0795866 -0.061407 0.0806067 -0.116941 -0.250839 0.0515727 0.414255 0.109346 -0.0188557 -0.131765 -0.0565343 -0.540001 0.240058 -0.0208965 0.0298605 0.0985212 0.282982 0.0966748 0.466891 -0.031015 -0.0301785 0.0029728 -0.0317776 0.0279771 0.0465598 -0.0205544
internal_count=361931 332372 232437 29605 24832 99935 6205 4773 2874 29559 251 21461 202832 3371 2806 565 1237 201595 29738 13399 3162 1578 1584 171857 16339 13829 171767 12601 11970 7970
shrinkage=0.000980392


Tree=2986
num_leaves=31
num_cat=0
split_feature=281 144 1435 1469 1048 1095 83 1460 938 912 775 1258 898 1326 841 1449 419 1470 352 199 1466 1385 296 346 1336 418 76 356 1007 1467
split_gain=14.4167 23.947 21.9668 26.7561 23.3105 22.944 19.6583 27.8277 21.8859 20.5295 20.0048 20.999 20.3969 19.345 22.2267 20.8888 18.7368 18.8351 18.6498 18.5137 18.3166 18.0926 18.0199 18.9687 18.1355 18.007 18.7393 18.8183 17.8223 17.673
threshold=-0.33296437357971126 1.3311646871018528 1.0000000180025095e-35 -1.1256941366283033 0.48863353805442156 3.5514530299163165 0.31361558646046506 0.74209976395475563 -0.57633625342910477 2.8704278359818294 1.4235499440492851 0.025845619304463847 4.1127623567374876 -0.56719027850386849 -1.1843284358763579 0.84872594346425301 0.2890029573141405 2.5482097856432659 1.1671674575445279 1.7183685014587458 2.8104277349532114 3.0953754728621297 2.3187840160993529 2.2729813834108188 -1.3859355096889587 3.9067056919357883 -0.48199664422531246 -0.62325626670735546 3.4369870246267058 3.6863561541855714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 20 9 8 16 10 12 13 22 14 -12 -15 17 -8 -6 -5 -1 -7 23 25 -25 -2 -27 -28 -16 -22
right_child=6 -3 3 19 18 21 7 -9 -10 -11 11 -13 -14 15 28 -17 -18 -19 -20 -21 29 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00065579360628432895 -6.361272410970453e-05 -0.0058161466296412371 -0.0005966035629661544 -0.0026706424375717176 0.016368734945501177 -0.030551168277630325 0.0021664027503341603 0.0069320410772071338 -0.00019792864837726287 0.033151327075815175 -0.024546867552789866 -0.010424812179730136 -0.021554578660387153 -0.008081562494610053 0.012543843818613967 0.015379944176352221 0.010359511855762759 -0.046071336879854971 -0.010563020484774437 -0.011811113663187373 0.016966099075435434 0.047528814137995354 0.011395147992041785 0.048689384294731908 -0.01115756736825466 -0.03229622301620156 -0.059829743889302282 0.060346048487729204 0.081616739635813895 -0.020049571170146829
leaf_count=66928 118420 15029 5039 54889 2090 901 7362 10539 50794 237 323 6078 839 3798 1538 549 4654 107 381 4006 1343 45 2035 108 3453 54 46 141 41 164
internal_value=0 -0.0237331 -0.0138114 -0.0454091 0.0789758 0.0157157 0.00658833 0.0357282 0.0171773 -0.010554 -0.0117841 -0.10495 -0.00310238 -0.00875716 0.197945 -0.0943885 0.101023 0.0300438 0.249794 -0.0643221 0.0195477 -0.476229 -0.000995906 -0.00449268 -0.193259 3.89513e-05 0.634223 0.96185 0.298728 0.255352
internal_count=361931 150815 135786 66405 7510 69381 211116 73456 62917 137660 137423 12327 125096 6249 1902 4347 12123 7469 2471 58895 68435 946 124257 122222 3561 118661 241 187 1579 1507
shrinkage=0.05


Tree=2987
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1002 209 1022 48 146 1441 712 1169 156 730 783 934 514 603 660 8 639 345 907 516 1388 29 356
split_gain=28.2611 23.59 24.9547 28.1179 24.856 24.2603 59.9604 21.2537 23.8022 21.038 21.6202 21.4238 20.7685 19.9179 19.5492 26.561 19.2629 36.0137 29.3039 28.119 23.1338 25.9289 20.8431 20.1748 19.73 19.8819 19.3336 23.1621 19.1497 19.1469
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 0.69854289147193727 0.23696906566319156 1.0000000180025095e-35 1.8372674881307383 2.7503861831498626 1.7193014468115779 -0.63779424894106762 0.18848160436186537 -1.1003691979828194 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.11942102837874842 0.46293354690950167 0.49932493644430648 1.0000000180025095e-35 -1.0285454770005755 0.82152675923177465 -0.88459116152366701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 9 16 -5 6 -3 -6 -9 10 11 12 -2 -1 15 -12 17 19 20 -4 21 -18 -23 24 25 -20 -19 -28 -21 -8
right_child=1 5 3 4 7 -7 29 8 -10 -11 14 -13 -14 -15 -16 -17 18 26 23 28 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00012452615698260432 -3.806418618301444e-05 -6.1364635427897288e-05 4.8433364453800169e-05 -0.00011943455226900793 0.00025265072200677022 -6.7646813191981657e-05 -0.00020795582997954124 -0.00041484765015281649 0.0002339440151303561 -3.5401349258759826e-06 0.0018219986447585497 0.00030863481833548397 -0.00020093450080792979 6.5003906004353247e-05 -0.00046780930210651962 -0.00013828435526452398 0.00016037089570888587 -0.00017207438104090559 -0.0001730568618999941 0.00057169829766608355 -4.8080558321325393e-07 -0.00045139815843249086 0.00062223898271114011 -0.00032301322235416246 0.00034445352725009844 0.00036501180876422865 -0.00030926976666656371 1.1165443513800813e-05 -0.000177883049521646 0.00053177546566093631
leaf_count=3225 76185 4821 6880 1294 5339 93730 198 480 482 103001 42 765 5687 26334 1783 2828 2134 6979 1651 816 1982 101 996 1064 644 373 1407 9299 225 1186
internal_value=0 -0.0231518 -0.0117265 0.0359446 0.15181 -0.0575856 0.0846909 0.205469 -0.0820218 -0.0233534 -0.0527944 -0.0442205 -0.0485305 0.0478741 -0.226354 -0.112392 0.00845468 -0.0228746 0.0946286 0.100335 0.197318 0.300879 0.555656 -0.0553752 0.0398328 -0.0705511 -0.0787346 -0.0232496 0.438557 0.451633
internal_count=361931 332372 232437 42146 7595 99935 6205 6301 962 190291 87290 82637 81872 29559 4653 2870 34551 25606 8945 7921 5213 3231 1097 3732 2668 2024 17685 10706 1041 1384
shrinkage=0.000980392


Tree=2988
num_leaves=31
num_cat=0
split_feature=1430 685 1456 1456 484 889 560 1366 1458 699 1383 1251 1443 917 422 621 70 641 632 216 770 1143 1388 430 273 15 1326 1443 1392 288
split_gain=14.442 24.3247 25.5201 25.1481 27.5043 24.7559 28.1353 24.7379 23.2121 22.2203 21.267 28.166 30.3133 21.7872 26.3038 21.697 20.8853 20.8174 22.7988 21.6117 21.575 21.5327 21.0406 20.5266 20.0791 20.0156 21.5046 20.3832 21.6801 19.583
threshold=0.54622893720785959 0.58104764358843186 3.5267996248326976 3.0602099695377443 -1.0476255912001611 1.0000000180025095e-35 0.54670472884844867 2.0183251275724516 -0.82108684835595114 1.3965432900798043 0.13899492577457914 0.27412747064422877 1.0000000180025095e-35 -0.85005678639868443 2.652397011792702 0.73283638098405068 -1.1222840381109835 0.31113772615530183 1.6650323114263192 -1.080494495193548 2.1511627225406933 2.2926747202002002 -0.65832098156049013 -0.27339951623369785 0.62477286596990156 1.7252490091840407 2.15724710703013 -0.65766373710084702 3.0243454669273118 -0.083955683488744756
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 16 10 -9 -7 11 15 -13 14 17 -1 -4 19 20 -14 22 23 -19 -21 -11 26 27 -3 -29 -18
right_child=-2 25 5 4 -6 9 -8 8 -10 24 -12 12 13 -15 -16 -17 29 18 -20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00094171560835835239 0.00096774318949918693 -0.0074787535956623036 0.05193133285273506 0.064294150077349121 -0.037063043263615945 0.021011112898271532 0.018567162342493074 0.0067745595139194264 -0.00873150585351915 -0.051896854389036788 0.0012241385829680272 -0.0015823911443230681 0.029671925266265949 -0.011011883524070218 0.09197682187585883 -0.0034618509105091826 -0.019585314430388252 -0.018109731019024543 0.081823027791563099 -0.036541431059652539 0.13253888977916517 0.03899016518096142 0.031203286976376744 -0.0027085746509682897 0.019175177558339009 0.0083775300920455528 0.013793264013035239 -0.001833635319715466 0.044557022215421099 0.0024629018768277731
leaf_count=70728 85047 23639 71 34 493 1701 741 1671 8979 134 84898 25742 206 15086 32 20021 1083 459 67 738 24 131 288 672 89 2008 913 15061 124 1051
internal_value=0 -0.0143359 -0.00584332 -0.00966047 -0.560929 0.152912 0.0210926 -0.00855117 -0.124155 0.342843 -0.00333721 -0.0228036 -0.077269 -0.17601 0.0556349 -0.000420465 -0.116531 0.012386 0.386191 -0.154921 0.209011 -0.28051 0.110992 -0.383647 -0.36601 -0.0738565 -0.087655 -0.0980627 -0.0264528 -0.159677
internal_count=361931 276884 235139 230269 527 4870 2946 229742 10650 1924 219092 134194 43445 17703 2617 90749 2205 2585 838 1747 771 1541 747 1410 223 41745 39737 38824 15185 2134
shrinkage=0.05


Tree=2989
num_leaves=31
num_cat=0
split_feature=21 67 1186 1423 424 635 277 1042 278 10 1457 616 830 1469 1464 1463 1465 1468 1454 1457 1457 1458 1450 1469 1459 1449 130 1453 1455 1454
split_gain=14.2823 15.9254 15.9085 15.2449 17.8641 22.3226 19.6752 19.2982 18.3292 19.8373 17.5471 26.1743 26.1952 24.8838 28.5417 31.922 28.0207 27.0713 23.9824 49.5844 50.8446 44.8399 40.3676 36.0934 34.1002 41.8843 32.5815 30.9001 37.7346 29.3865
threshold=-3.2545899522946695 1.0000000180025095e-35 -0.77600201045533745 1.0000000180025095e-35 2.0951681415121222 -1.3461227400208113 -0.30689343004493436 -1.1847016231356886 -1.6959247908063653 -1.2399985983670176 -0.17133938114537597 0.57091520978742472 0.6912068438033675 1.7225881306221138 -0.4847799106538781 -0.20289203604217837 -0.28736224657391418 0.43476223954370358 -0.71584950188157126 0.041329821661130785 0.18998039427901892 -0.33667850201143484 -0.51349748097923831 2.8359360334285615 1.3671217988033699 -0.63948407217010261 1.0000000180025095e-35 -0.010278269864946675 1.3837091346444212 -0.672122352939171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 -6 8 -8 -7 -10 11 12 13 -2 -15 16 -16 -17 19 21 -21 22 -12 24 25 -22 -24 -27 -29 -20
right_child=3 -3 -4 4 5 6 7 -9 9 -11 18 -13 -14 14 15 17 -18 -19 29 20 23 -23 26 -25 -26 27 -28 28 -30 -31
leaf_value=-0.022540385061189105 -0.00055857166990367745 -0.022950079429981687 0.030021393589126984 -0.0023305875615594151 -0.034769455572840148 0.09122469636795022 -0.043067095135251414 0.025143671264649482 0.079964731656860411 -0.0079096770235962087 0.033654794978312072 -0.0048389515224387392 0.0026540071177884629 -0.015222087609546976 -0.0051912470640156014 -0.0095221746454663345 0.014979013408130149 -0.055270036378911785 0.012202654494414071 -0.021394895228798852 0.0077160377888611173 -0.0059422639490778993 -0.0040504279030904441 0.042272261615476342 -0.05721394616073186 -0.0043840429940434971 0.026112009753444639 -0.027593709620734947 0.051626886164640007 0.0013914943972754348
leaf_count=83 97823 114 519 72000 290 27 80 1240 39 1017 1047 22615 29529 3776 2039 1632 1734 230 3529 2769 3509 2303 1324 185 196 8096 667 1577 65 101877
internal_value=0 0.310243 0.454759 -0.00585448 -0.0390161 0.16668 0.230275 0.43253 -0.0262619 -0.0855053 0.00119041 -0.0151098 -0.0043022 -0.0217336 -0.139022 -0.0350457 0.0869549 -0.291834 0.0211917 -0.0522303 -0.121804 0.137458 0.310977 -0.0613772 -0.0787148 -0.0645083 0.125559 -0.150609 -0.45841 0.0347076
internal_count=361931 716 602 361215 74693 2693 2403 1320 1083 1056 286522 159378 136763 107234 9411 5635 3773 1862 127144 21738 16397 5341 3038 13628 13443 13247 1991 9738 1642 105406
shrinkage=0.05


Tree=2990
num_leaves=31
num_cat=0
split_feature=785 470 395 203 1436 557 1258 222 207 607 896 775 986 140 665 967 1037 76 284 6 1036 944 602 1466 488 1443 1381 779 843 150
split_gain=27.4643 21.3803 23.6984 25.4286 22.9242 22.1323 24.1367 22.4022 21.7613 25.2125 28.7448 30.8847 23.5958 23.4202 27.1997 23.1192 20.3078 20.2739 21.7696 20.3883 20.2029 23.8503 21.6291 20.9869 20.9567 20.2564 20.0131 27.7839 21.6864 19.8217
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.60428344764309971 0.093572519193774462 -0.98171407887329576 0.90112962930645779 -0.084806946168647548 1.0000000180025095e-35 0.42670496010513392 3.6107751719298862 0.29996308812301631 0.88970115856295362 3.0858555402564884 1.1511682622985386 -0.60489981398538839 -1.5900743615272501 -0.9046191094633288 -1.1621252996278388 -0.50064996455369859 1.4781763871474156 5.6112180569669183 1.2962903438419942 -0.85774039152567538 0.4680404977060143 -0.98269551571786995 -0.26789219335054398 -1.6888108946683007 -0.25325829917037951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 16 6 7 26 9 10 12 -12 17 14 -10 -11 -2 18 -3 -19 22 24 23 -4 -22 -25 27 28 -5 -17
right_child=1 8 20 5 -6 -7 -8 -9 13 15 11 -13 -14 -15 -16 29 -18 19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=4.647047812763836e-05 -0.00020745820441437244 0.0011476505077776037 7.1613104573388391e-06 0.0026852206293347444 4.9867844840813087e-05 -6.1725439017121142e-05 -0.00036382156114725996 -0.00084110751449943677 3.0715728862324234e-05 -5.1954086047812008e-05 -7.7092369878013675e-05 0.0013776366554417226 -5.8762793580587424e-05 -6.4175762352977852e-05 0.00057831084311709194 -0.00034762792056974422 -5.9370455199535809e-05 -0.00017705926332440704 0.0001194421857583161 8.160176685832995e-05 -0.00017703224253068342 0.00011988514092547722 -0.0011777771189465586 0.00033741777628471507 -4.3573129360452645e-05 -5.5036486485801323e-05 3.8295570064404283e-05 0.0022221957040948338 -0.0006124676586438349 -6.1667692547634641e-05
leaf_count=29559 11052 165 27804 24 8422 7837 10174 334 68563 37262 17686 58 9382 13462 379 3094 33491 1762 250 22095 8699 3577 74 1609 40094 904 1573 114 107 2325
internal_value=0 -0.022606 -0.0455346 -0.0871674 -0.0613434 -0.199826 -0.299039 0.0554412 -0.00705026 -0.0308695 0.00238465 -0.072509 0.039972 0.0185309 0.0347238 -0.0718656 -0.0900754 0.0747085 0.57158 0.0666205 -0.0220419 -0.0506045 0.0236229 0.0265854 -0.0650815 0.209649 0.209086 1.07048 0.0393276 -0.219766
internal_count=361931 332372 155889 73128 52965 20163 12326 2152 176483 94079 51398 17744 33654 82404 68942 42681 44543 24272 415 23857 82761 52370 30391 30317 48793 2513 1818 245 131 5419
shrinkage=0.000980392


Tree=2991
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 727 1002 209 730 783 934 514 603 660 8 639 1022 146 48 1441 516 1388 345 907 401 848 1151 398
split_gain=28.499 24.516 24.1478 27.4335 24.0959 22.3456 57.2581 20.505 20.381 24.0871 20.1011 35.1212 28.3601 27.215 22.7182 25.2847 20.9077 20.3346 19.8244 22.3055 21.3235 21.1532 19.8058 22.903 19.6225 19.4879 19.486 21.8211 19.3181 19.2647
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.69854289147193727 0.23696906566319156 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.11942102837874842 1.0000000180025095e-35 2.7503861831498626 1.8372674881307383 1.7193014468115779 1.0000000180025095e-35 -1.0285454770005755 0.46293354690950167 0.49932493644430648 0.66778437295061321 0.29201541795256047 3.3566824307941974 1.373454536460835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 18 10 -5 6 -3 -1 -6 -10 11 13 14 -4 15 -12 -17 24 19 20 21 -2 26 -24 25 -14 -13 -28 -23 -25
right_child=1 5 3 4 8 -7 -8 -9 9 -11 12 22 17 -15 -16 16 -18 -19 -20 -21 -22 28 23 29 -26 -27 27 -29 -30 -31
leaf_value=-1.8726298690747954e-05 -3.9247375160457921e-05 -6.6804918239127007e-05 4.4178320916815179e-05 -0.00011984786513349001 0.00024604555295646606 -7.0377537534506361e-05 0.000425109915312438 9.490501158427007e-05 -0.00041590067206988583 0.00023597499141409236 0.00015827757075135155 -0.00023048281484835774 -0.00016989631938680018 0.0004188724304686292 -1.4141451804193246e-06 -0.00045724727223514906 0.00061497911105211041 -0.00032230524861369506 -6.30137673979126e-06 0.00029899547893283797 -0.00022676353592928389 -0.00023176897813651068 -0.00030939875643951818 3.7879316792265307e-05 0.00034506743665745174 0.00036238072229465452 -0.00010644374093899955 0.00056483928774212302 0.00061378020964588016 -0.00030257541710844969
leaf_count=12551 76185 4821 6880 1294 5339 93730 1384 17008 480 482 2134 5966 1651 1041 1982 101 996 1064 103001 802 4616 5561 1407 8466 644 373 713 300 126 833
internal_value=0 -0.0257876 -0.0141487 0.0326925 0.14706 -0.0608408 0.0754693 0.0454915 0.199833 -0.0813291 0.00558038 -0.026379 0.0935225 0.0951335 0.194407 0.296885 0.548105 -0.0539409 -0.0255763 -0.054124 -0.0583903 -0.0498194 -0.081479 -0.0253587 0.0416111 -0.0684217 -0.179265 0.0859602 -0.20748 0.00905554
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 6301 962 34551 25606 8945 7921 5213 3231 1097 3732 190291 87290 86488 81872 17685 10706 2668 2024 6979 1013 5687 9299
shrinkage=0.000980392


Tree=2992
num_leaves=31
num_cat=0
split_feature=785 50 194 203 1270 1229 1461 609 1322 14 395 412 854 1463 1142 519 712 1031 759 81 629 763 257 1357 678 1019 625 1450 912 117
split_gain=29.242 23.7099 37.1538 26.0701 23.7895 23.5973 25.9289 22.5953 28.3723 25.7533 25.78 26.0073 25.7646 22.0138 21.795 21.7705 21.7447 20.7116 20.5932 21.1904 20.2949 21.1812 20.032 29.2317 25.5083 23.4999 21.1608 19.8574 23.3795 22.7241
threshold=-0.86283290253235112 0.55630078546380823 1.0000000180025095e-35 1.3520813746060025 1.4029819728521 0.68842730247739281 2.7053944010970539 0.34836266309945185 1.359182835160162 -1.19001450068141 0.66415532897360485 1.0000000180025095e-35 -0.87473648844905705 1.2337315408238476 2.1996287986293805 2.1420547332082829 -0.63779424894106762 1.6568736917453439 -0.43806006575711359 -0.48872766643197846 1.7152085040206202 1.1178531018472186 1.0000000180025095e-35 1.3962008022525787 5.4562307876106422 2.762268348496788 2.3737248022525961 -0.67806027517800449 0.81403257847135368 1.8421106730875214
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 5 -5 13 -7 8 -4 -9 12 18 -11 22 -13 20 -1 -14 19 -12 -3 -22 24 26 27 -25 -24 -2 29 -29
right_child=1 15 7 4 -6 6 -8 9 -10 10 11 14 17 -15 -16 -17 -18 -19 -20 -21 21 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00013584704176565585 -0.00026660361459236834 4.7619465071310787e-06 -2.7018796938480876e-05 -0.00019094894396936698 0.00022303481451951284 4.1418160813495545e-06 0.00052902244603477767 -0.00024066768651975857 -0.00017016512454229901 0.00022303906266085135 -0.0004360636725312999 -0.00054398321088055266 3.7938196940134294e-05 5.1755103446348833e-05 0.00080876339784598608 0.00013267258983649932 6.1558388082413396e-05 -0.00019304425973781363 -0.00018899705234877868 0.00075600118957504963 -0.0001725816979486833 0.0001823408950379075 -1.7281442771634901e-05 -0.00035668541635744535 0.00079856335040588082 0.0012343767514455058 -0.00048068424165658802 -5.0778981355041603e-05 -0.00024772095290963476 -0.00044122323662435854
leaf_count=3225 8639 66941 91429 24179 1397 13745 415 1999 8009 2819 99 798 32281 6473 45 4948 26334 2388 652 221 5448 908 22952 2528 120 49 683 23147 7562 1498
internal_value=0 -0.0285789 -0.0407779 -0.07913 -0.171522 -0.0615032 0.023243 -0.0186129 -0.0390927 0.0212192 0.0314859 -0.210733 0.0432375 -0.082216 -0.470943 0.00369133 0.0435357 0.0270498 0.0277616 0.454799 -0.00631858 -0.124587 -0.0973099 -0.0507599 -0.141598 -0.323018 -0.0280958 -0.146956 -0.114868 -0.0718079
internal_count=361931 332372 254127 113387 25576 87811 14160 140740 99438 41302 39303 1815 37488 73651 843 78245 29559 34669 972 320 73297 6356 67178 26212 40966 2577 23635 40846 32207 24645
shrinkage=0.000980392


Tree=2993
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 497 498 647 590 1104 471 597 714 588 689 588 513 513 746 1241 908 290 969 803 791 981 993 766 832 974
split_gain=30.7598 25.924 23.0741 30.4862 32.3841 22.3434 28.487 22.2916 54.6232 21.1032 20.6154 20.3936 20.6061 45.0119 33.5873 30.0239 26.8482 26.6646 33.4974 26.8566 26.2933 28.1695 27.9417 23.6678 25.9442 34.5436 24.5697 23.5206 26.2027 23.5756
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 -0.87782724458594241 0.58895901036483078 0.63515767152532354 2.9395468797111257 3.1596628491584919 1.0000000180025095e-35 2.250834115212506 -1.1110989058077336 0.71188872395471614 1.0454229551509682 1.0454229551509682 3.6288968102052546 -0.67919258870259713 -1.0798125146409936 1.979635823759073 -1.6771163057449063 1.9682860324222273 1.0000000180025095e-35 1.5547011264505639 -0.89727091510114898 1.1656764218873803 0.12745381913097856 0.20286028239604983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 5 -5 6 -4 8 -3 -8 -6 12 15 14 -14 16 -2 -15 -19 -20 -16 22 -22 24 25 26 -24 28 -26 -30
right_child=1 7 3 4 10 -7 9 -9 -10 -11 -12 -13 13 17 20 -17 -18 18 19 -21 21 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=4.8897532513634076e-05 6.1834138506643469e-05 -6.3299609269812626e-05 -0.00032800959929128379 -0.00013164588572117783 0.00010746938366684462 5.330174701524105e-05 7.3269571990218217e-05 -6.9789767701344165e-05 0.00041727523649679078 0.0014758302069643736 -0.00052096610980084397 0.00023230939421632101 3.4666604534546435e-05 4.7884706309410838e-05 -0.00016797178643951257 -9.721236138852348e-05 -0.00010309604251295353 0.00043061174469237023 -0.0016875942925986649 -7.3105123057931326e-06 -0.00036709603263432382 9.5395224014919506e-05 2.1939472602568138e-05 9.6682596333481978e-05 0.00010093053060395342 6.0654901470852202e-05 -0.00012345083739385363 -9.64451737535989e-05 -0.00020251853226173707 7.0369999594962592e-05
leaf_count=29559 38397 4821 2623 3371 21222 1899 198 93730 1384 53 239 1237 20635 7032 14250 9267 5078 1536 55 142 2112 5129 6917 4129 11239 6314 51931 10624 3909 2899
internal_value=0 -0.0241867 -0.0122115 0.0440139 0.0734179 -0.121043 -0.255151 -0.0602519 0.0760075 0.411219 0.102662 -0.0213186 -0.0233547 -0.0372426 -0.0483253 0.0152068 0.0409747 0.106327 0.335137 -0.455484 -0.0636081 -0.0526165 -0.0619413 -0.057228 -0.0653542 -0.0906307 -0.108962 -0.00756818 0.0403523 -0.0779593
internal_count=361931 332372 232437 29605 24832 4773 2874 99935 6205 251 21461 202832 201595 148853 140088 52742 43475 8765 1733 197 119453 105203 100074 97962 93833 65162 58848 28671 18047 6808
shrinkage=0.000980392


Tree=2994
num_leaves=31
num_cat=0
split_feature=785 728 647 590 727 784 921 727 1022 146 462 706 1441 878 859 356 635 284 724 783 934 514 603 660 125 497 485 639 841 1388
split_gain=32.8027 24.1795 22.3031 54.6594 21.5786 21.5427 24.6037 22.3817 20.4657 21.7865 20.4454 25.4421 19.757 19.1583 19.3142 18.9766 18.8464 18.6573 18.4351 29.5329 26.5833 26.2098 24.0814 25.0317 21.2833 26.6534 22.3718 21.2137 21.0643 20.8207
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.7353186015506989 1.7193014468115779 2.630508148566769 -0.98545034728205338 -0.88459116152366701 -0.30705645097117101 -1.5898347461846811 -1.372772149376732 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.58518330826110332 1.2114116672402739 2.3358357135445922 0.11942102837874842 -0.9044885654577105 -0.67123578954095831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 -1 8 17 -8 9 10 12 16 -2 14 -9 -5 -12 -7 20 21 22 -20 23 -19 26 -26 29 28 -22 -21
right_child=1 2 -4 15 -6 6 7 13 -10 -11 11 -13 -14 -15 -16 -17 -18 18 19 24 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.0650440153632835e-05 -4.0544799343818082e-05 -5.9133332617354542e-05 -6.553007611918343e-05 -0.00022404331385072261 0.00010597243963512004 -0.00029760586766416073 -0.00011428247973825275 0.00048328315497751448 -7.3312943687197168e-07 0.00030000573098165167 -0.00037297708488759617 -0.00070995699255723831 -0.00019523480565951192 -0.00078480741276527866 0.00015621196204940459 0.00051066102347213193 0.0030038164506843773 0.00017024091505727729 4.9077859299673719e-05 -0.00029584207609976607 -0.00034618083638460358 0.00042049284736188282 -2.8301136623363958e-06 0.00055652115894424604 -2.4977508351194545e-05 0.00037508064139751395 0.00033738124996012257 -0.00033185678394561817 0.00015018126974730659 -7.9037648366218918e-05
leaf_count=12551 79833 4821 93730 198 17008 1203 1294 983 103001 802 24 596 6013 82 5236 1186 22 2014 6736 3178 534 1001 1868 1045 3004 857 472 983 1928 9728
internal_value=0 -0.0209914 -0.0558814 0.0805557 0.0555137 -0.00941955 0.0348837 0.143378 -0.0202318 -0.049288 -0.0535138 -0.558146 -0.0506885 0.19433 0.207959 0.430416 1.36139 0.00917939 0.0175435 -0.0128062 0.104982 0.0993775 0.204314 0.312383 -0.0638555 0.0690157 -0.109051 -0.0445333 0.0564704 -0.127718
internal_count=361931 332372 99935 6205 29559 232437 42146 7595 190291 87290 86488 642 85846 6301 6219 1384 46 34551 33348 24976 8372 7737 4927 3059 17239 3861 13378 3445 2462 12906
shrinkage=0.000980392


Tree=2995
num_leaves=31
num_cat=0
split_feature=470 464 115 327 636 1459 1450 840 211 623 361 1466 873 912 563 616 1391 221 439 1315 359 77 712 119 1173 1188 925 630 1395 684
split_gain=15.1259 25.7929 19.4272 18.5981 18.9111 20.3637 19.2719 18.272 20.2674 18.0828 18.9841 18.6788 18.3866 19.5346 20.669 17.6268 20.3851 19.9224 22.6343 33.3333 22.0216 18.407 22.1228 18.8439 20.0522 20.0179 18.6172 18.7629 17.8415 20.4926
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3947035982071894 1.9934831530762243 1.7890387748708085 6.8395416428933631 5.5426090097491345 2.7490347410749516 0.61681769396677144 0.4491174288498625 -2.1408054355093133 0.4908310215996638 2.242218440812676 0.90468573367483163 1.1021479801481824 1.0000000180025095e-35 -0.22042900357420192 -1.3802861778009929 -0.9313969226050508 -0.10516274425213223 0.68214264273384473 -0.48230246724376907 -1.5590971551374573 1.0000000180025095e-35 -1.6299252322482942 2.8632589259366363 0.33710337212180808 0.94321241187040039 0.36400293379822529 0.59452166335189005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 15 9 -9 -4 -11 12 13 -12 -15 21 17 18 19 -17 28 -1 26 25 -25 -24 -23 -28 -19 -30
right_child=-2 -3 7 -5 -6 -7 -8 8 -10 10 11 -13 -14 14 -16 16 -18 20 -20 -21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.0042760296781959124 0.00033612869151255088 -1.0811754635646569e-05 -0.018001326549191711 -0.014967243300310507 -0.010752484470208039 -0.0547578871772363 0.042334637607738791 0.07841586261701422 -0.060095983541567657 0.11602895783318386 -0.025936541680811744 0.020524074699148048 0.042420948246060686 0.0015165706607243804 0.11543324990732362 0.062576596879624261 -0.012811666933921179 -0.0035392182633370568 0.016160676552749699 0.33282740294150648 -0.031821445345895386 0.01426249815380201 -0.0022698908499438116 -0.065082791684763899 0.0063360771034425686 0.10675209885932924 -0.013440499688763225 0.038976881577285051 0.018579023468595749 0.22327667923724995
leaf_count=19617 191352 89765 6469 3699 4287 117 111 89 59 25 1366 453 71 226 39 50 6927 3635 253 21 636 2829 22371 84 5636 28 758 123 815 20
internal_value=0 -0.0241563 -0.0640484 -0.0519982 -0.044013 -0.0318917 -0.0296433 -0.223211 0.894107 -0.24615 -0.0188362 -0.0536413 -0.228823 -0.33116 0.352597 -0.0322305 -0.143185 0.00403128 0.778032 2.36805 -0.0443477 -0.0134855 0.0217587 -0.00456574 0.112974 -0.0425189 0.194383 -0.123681 0.0299295 0.428088
internal_count=361931 170579 80814 72017 68318 64031 63914 8797 148 8649 2180 2155 1702 1631 265 63803 12357 5430 324 71 5106 51446 31829 28119 5720 22399 3710 881 4470 835
shrinkage=0.05


Tree=2996
num_leaves=31
num_cat=0
split_feature=785 728 21 828 1458 1449 333 145 620 276 83 145 1366 1177 488 1036 565 76 984 356 430 1035 1470 21 62 737 1454 1449 1466 1386
split_gain=15.0261 15.6243 15.5979 18.6815 20.9793 20.6957 18.5921 19.5119 18.2419 17.5884 17.4729 17.2697 17.6683 17.2338 17.3173 17.9815 17.0642 16.167 15.9735 15.9611 15.4577 15.4118 16.0621 15.11 24.3865 24.8128 24.4497 43.7986 33.1767 29.5596
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.3132570965152812 -0.82108684835595114 0.90974908063288995 1.6828651434218436 -0.5064380257964104 0.16760437365778322 -0.25444693495148846 -1.5474763603037911 0.5987158058804124 1.0000000180025095e-35 2.021999830389007 -0.66967469899064258 1.9310634926863868 -1.2016593916854574 -0.12481408333677577 1.873372449663109 -0.039608334950926451 0.53939407244291571 2.0670731327904543 -0.1798098630288682 -0.70163543588998201 -0.67845511463764618 1.4683293454868511 -0.91909735138557946 -0.090034800950571897 -0.27546937187240134 -0.62399959439210495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 21 -6 -7 -8 11 -5 20 12 18 14 17 -16 -13 -12 -3 -19 -10 -4 -23 -2 25 -25 27 29 -29 -26
right_child=23 2 3 9 5 6 7 -9 10 -11 13 16 -14 -15 15 -17 -18 19 -20 -21 -22 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.0054222477597390493 0.00084880736288693516 0.0022927225664084051 0.018517357613067987 0.010369021143110391 0.003134227312928629 0.022264331988322904 -0.084433469253393234 0.018156388217326774 0.044342429949730179 -0.011382379507448533 -0.0074485338538483343 -0.036952090441799056 0.012409639182661169 -0.038628595258188132 0.00020213642091237096 -0.04192148017201297 -0.002511349424214617 -0.01667284406041232 -0.030334524819392601 -0.065805449755976894 -0.052421559303447773 0.032359158233397932 -0.072334194699655407 -0.003607746401233273 0.030189208354721882 0.0066830961765691494 -0.00056025656151734897 0.00094037732425185361 -0.03641339547595334 0.0076724261381203186
leaf_count=3396 91008 2628 2037 624 9603 1146 48 49 118 1442 475 211 2621 216 2507 124 1677 175 195 160 25 30 52 65332 1043 3633 166920 1629 432 2375
internal_value=0 0.0414866 0.0585375 0.105108 0.136038 0.096731 0.367921 -0.593269 -0.00249658 -0.0889394 -0.123634 0.0609093 0.121979 -0.15337 -0.117854 -0.0350236 -0.120482 -0.399948 0.00195438 -0.782872 0.596453 0.334843 -0.644634 -0.0105892 -0.0198292 -0.0605808 -0.00636061 0.144772 -0.137546 0.294349
internal_count=361931 29559 26163 15031 12965 10846 1243 97 11132 2066 3800 7332 5444 3657 3441 2631 1888 810 2823 335 143 2119 82 332372 241364 68965 172399 5479 2061 3418
shrinkage=0.05


Tree=2997
num_leaves=31
num_cat=0
split_feature=728 50 194 813 785 852 1037 203 207 70 705 1467 523 549 727 1470 781 1244 0 986 429 655 1175 46 485 1169 353 15 1388 213
split_gain=28.6647 25.4289 38.2513 24.359 23.851 22.7043 23.8113 26.0833 24.8243 23.3656 22.3124 22.2609 22.0188 21.9146 21.2858 20.9702 20.663 20.5313 20.4943 29.9466 20.2641 22.3449 20.0997 19.883 19.3744 22.4737 25.0938 20.4499 25.0337 23.083
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 1.0747610123934368 -0.28440880014547076 0.4774557781505589 0.85021007255440539 0.18733198732629783 0.65881078006384819 2.6212945108504591 -0.59383842161943923 -1.3900695809707992 1.0000000180025095e-35 -1.2126727935954851 -0.70939275989704842 -0.69661878200283145 0.78453672582625578 -0.889276199999947 0.85818427903252148 1.0000000180025095e-35 1.675441926006249 5.539953671457523 0.23362903556869197 -0.39544719110565546 -0.90025158221480928 0.057039254581577443 -1.9842412675552155 0.66422907909539286
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 -2 14 11 8 -8 -7 -10 24 18 20 -14 22 16 -1 23 19 -6 21 -12 -3 -17 25 26 -4 28 -27 -29
right_child=3 4 10 -5 5 6 7 -9 9 -11 12 -13 13 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.00029351067018989672 -0.00010026667109547257 -0.00019304980243651279 -0.00025346336167403626 -2.4069768155837579e-05 7.5311747306763032e-05 -9.2770616653653672e-05 0.00018056231469609874 -6.1723445798345116e-05 9.8527156546984916e-05 0.00087472297236545679 -4.4275090173071752e-06 0.00016441704848817705 -0.00013082689194536626 9.3270216721311964e-05 0.00016124079117363924 -0.00023887671943981998 8.7892702418447725e-05 -8.6854191551533972e-05 5.1909895039058568e-05 -4.1742117739297059e-05 0.00013097547481670161 -0.00038568747172580925 0.00069800138343443737 0.0051050398572745426 2.5080858589433237e-05 0.0010554146253529358 2.2921347953737691e-05 -0.00018106413566382207 -9.0492714982849727e-05 -0.00056833188733898684
leaf_count=947 47070 1439 2031 62020 11579 5161 8513 2573 721 212 1382 3014 2845 19176 8442 10561 4989 35087 18111 76959 1133 1409 115 21 14422 97 10330 3442 6959 1171
internal_value=0 -0.00667716 -0.0337163 -0.054227 0.0124566 0.00467696 0.0755112 0.131773 -0.0337962 0.276378 -0.0019087 -0.00727221 0.0461619 0.0726953 0.118971 -0.092759 0.0336636 -0.11602 -0.0128151 -0.0268228 -0.102474 -0.203976 -0.119836 -0.240302 -0.036974 -0.0774387 -0.016186 -0.156383 -0.0744515 -0.279305
internal_count=361931 252841 116002 109090 136839 126843 17180 11086 6094 933 64397 109663 25945 22021 9996 51605 5936 45669 106649 88538 3924 2791 1554 10582 38452 24030 12361 11669 7056 4613
shrinkage=0.000980392


Tree=2998
num_leaves=31
num_cat=0
split_feature=728 1394 852 77 141 212 471 921 816 75 837 632 1258 290 911 487 356 1391 353 612 1049 700 1321 498 1256 224 1119 785 359 1250
split_gain=15.2052 16.8907 18.1564 22.6184 20.332 26.5504 19.5414 21.9832 30.3261 20.7171 23.7126 19.1355 18.8725 18.486 20.0747 20.0218 21.0575 21.2224 19.9084 18.4352 18.1539 18.0582 20.1896 19.018 18.853 20.8739 18.9359 17.9654 20.2998 19.104
threshold=1.0000000180025095e-35 -0.89507556284558343 1.0747610123934368 0.77790744891149188 -1.385584406942975 0.30213038153852995 2.9395468797111257 1.0000000180025095e-35 -0.92870374882376117 -0.93605596807811586 -0.99651247097689155 -1.4473498346672311 1.7051117829340636 0.35491263055250261 -0.21992625840725058 -0.82010759766429042 -0.37934369821213149 -0.20304715474930371 -1.0211684901461655 3.5802585502054165 -0.96515150159819663 0.29173482228367947 1.8524657221393244 0.59235351831561789 1.1714679954007894 -0.69525034390582308 -0.8018539662240769 -0.86283290253235112 -0.96617174265479211 -2.0873837148152785
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 4 5 -4 7 13 9 10 -9 -10 -13 14 15 -6 17 -17 -19 27 -18 22 23 -5 25 -23 -27 28 -3 -29
right_child=-2 2 3 21 6 -7 -8 8 11 -11 -12 12 -14 -15 -16 16 20 18 -20 -21 -22 24 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0020678744038919897 -0.0015808182418467689 -0.0092507706653741396 -0.02245492687791651 0.017206990946019102 0.018135893075635838 0.025011759065368372 -0.033326599093165037 -0.068529398220872659 -0.023703222305071284 -0.030052529939925788 0.068646571648863369 0.011047738671691221 -0.014963151639436715 0.0055788544601840144 -0.0092049660498074622 0.029270453804520643 -0.038905749579085235 -0.035135194087945458 0.0092412741683447017 -0.013905567911768611 -0.0046364883638264597 -0.033131549273582792 -0.028055252462585195 0.0011139900482828051 0.025256954544760925 0.032567449962838939 -0.0058899276075845899 -0.024827046373879169 0.0051710208740852956 -6.057668246733881e-05
leaf_count=43725 109090 1351 1024 3278 738 199 191 26 259 399 47 6287 339 3849 3848 460 258 210 495 1884 2131 281 153 1057 231 173 893 502 14076 164477
internal_value=0 0.00327593 0.0110589 0.0632147 0.0280082 -0.281395 0.0430419 0.0496484 0.140715 -0.397776 0.639863 0.175596 0.195021 -0.00879944 -0.0698462 0.0354211 -0.0349965 0.216243 -0.0364918 0.00265091 -0.152234 0.174985 0.241562 0.266004 -0.0220129 -0.124847 0.00853039 0.00449247 0.0780183 -0.00240535
internal_count=361931 252841 209116 26826 20760 1223 19537 19346 7357 472 73 6885 6626 11989 8140 4292 3554 1165 705 182290 2389 6066 4488 4335 1578 1347 1066 180406 15427 164979
shrinkage=0.05


Tree=2999
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1300 789 555 840 548 1466 350 1102 129 708 1449 562 150 519 701 553 432 776 416 1116 1319 21 1450 287 975 559 218
split_gain=14.5453 29.8325 23.7121 20.3515 18.2735 20.1945 19.3912 22.0445 26.879 22.76 20.8605 19.5912 20.9417 18.9272 18.8987 18.4789 22.0024 26.6549 19.4322 22.853 20.2668 22.1295 23.237 19.4319 22.3671 23.5437 25.4148 19.3257 21.3152 18.9933
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.0000000180025095e-35 1.1248358748350926 -0.6753715507931074 1.2495118960483029 1.6327850790471963 -0.20602820413502526 2.9421589701376534 1.841102427016833 1.0000000180025095e-35 1.0272417890486343 -0.6206917095916985 0.88267767216889259 -0.21670947407920635 2.1420547332082829 -0.55959370841573308 -0.40557632866038712 0.53514094648954413 -0.23012290056603477 -0.015219327968919711 0.98199098247446714 0.39854040603466462 -0.70163543588998201 -0.56907166647791152 1.0245698727129788 2.3749777580894733 -0.77944633009388942 1.2260183363688812
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 6 7 9 11 10 -6 13 -13 14 -9 -2 18 -18 20 -20 27 -22 -23 24 25 -21 -27 -17 -29 -19
right_child=4 -3 -4 -5 5 -7 -8 8 -10 -11 -12 12 -14 -15 -16 16 17 29 19 23 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.014051099270161488 -0.00038635257416678374 0.0001338112526650529 -0.0040072070978779337 -0.0020325647455933095 0.0016548971834337398 -0.0043546443121148188 -0.019361329426780427 0.067045421410785441 -0.0020237565156210908 -0.053709552198023737 0.033999357826969105 -0.051172855143036156 0.10225468423715084 0.039752527480833751 0.18625897212235609 0.0059846775142121007 -0.0055409742772846732 0.014995140456901066 0.0011334374975426062 -0.013184438770420252 -0.0033512836764355101 0.0067166293937959733 -0.0074412970379090079 -0.012764996925110085 -0.0075643562517705362 0.017933860917082677 -0.026775965852196881 0.061148118460121061 0.0048095824944266348 -0.0094670957237557498
leaf_count=1476 93820 89418 71199 2013 3612 18065 439 64 365 117 248 84 22 296 26 13329 1183 3578 34664 716 7970 8167 1553 3240 3592 1726 211 150 188 400
internal_value=0 -0.0232395 -0.0660098 0.0991915 0.00706452 -0.052933 0.0788824 0.123953 0.504401 0.0551089 0.0833875 0.886907 -0.27919 1.10863 2.05666 0.0149777 0.0389123 0.171383 0.0288788 -0.00213068 0.0696017 0.0209528 0.0881381 -0.107615 -0.0284899 0.139732 0.267468 0.132226 0.662438 0.252422
internal_count=361931 164106 74688 3489 197825 23338 5273 4834 857 3977 3860 492 106 386 90 174487 80667 5161 75506 44149 31357 17690 9720 9485 6245 2653 1937 13667 338 3978
shrinkage=0.05


Tree=3000
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 869 921 783 791 858 650 927 691 518 789 934 867 760 566 606 858 692 834 1319 635 352 766 214 209 827
split_gain=27.9408 20.7706 34.4103 29.9937 28.2351 33.6095 35.9019 53.3939 30.915 34.5652 30.2553 29.2809 29.2144 27.1207 26.2337 25.0344 24.7163 24.8392 24.127 23.0403 22.8828 22.8781 22.8105 25.0657 22.7931 24.0694 22.7366 23.4988 22.6343 22.8491
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.6923072129381651 1.0483613175537825 0.29073615932568342 1.0794040238867422 1.1248358748350926 1.0000000180025095e-35 -0.72818492217606867 3.3235719592242248 2.1059719136688364 2.1543936751333881 1.0825608069246189 -0.25418427671952654 -0.58909029701897253 -1.4426332212323278 -0.22650867662623761 1.9150171986514464 -0.45228654518479167 0.37772781070951184 1.3930109656029248 -0.36836247429892682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 14 10 6 8 -8 16 12 15 -11 24 -12 28 -2 -6 19 -7 22 -9 -21 23 -18 -10 -26 27 -22 29 -4
right_child=1 2 3 -5 5 18 7 20 9 11 13 -13 -14 -15 -16 -17 17 -19 -20 21 26 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.9598406625415714e-05 5.4945123640003051e-05 -5.7402293349892179e-05 0.00012773596228788904 4.9112276292425299e-06 -0.00010825664255619703 -8.7327670800334874e-05 2.5633447326650358e-06 0.00029752996236448134 -6.0772763073394545e-05 6.3680243612500574e-05 0.00010270215518820656 0.00033849034210886044 -0.0001386671056794541 0.00050696922974577798 -6.4120394000148875e-05 -4.4900754197020978e-05 0.00037841103826675136 -0.0004264020317935483 0.00010952144382222586 -9.8524278363772076e-05 0.00040090141391780536 0.00028444468493317958 -6.3075787698718076e-05 1.1880110630935776e-05 0.00010696640884277179 -0.00045330779286517446 -0.00075986654290015202 -0.00085977388279583229 -0.00019128302546682111 0.0004155885937416368
leaf_count=29559 23205 9447 1823 5700 31644 83256 18861 4522 10966 10013 5128 2095 10215 826 1127 26745 1243 1178 3122 1149 285 2017 46045 16747 10831 479 191 91 415 3006
internal_value=0 -0.0201122 0.0426772 0.112882 -0.025642 -0.0368938 -0.0189749 0.0604259 -0.0335463 0.0186374 0.0200006 0.120052 -0.024384 0.171668 0.210133 0.00165387 -0.0561416 -0.0312548 -0.0794199 -0.0263498 0.252375 0.15505 -0.0365976 0.0334956 0.0204825 0.0892111 -0.149655 0.139772 0.273455 0.312966
internal_count=361931 332372 21518 12071 310854 254950 168572 23950 144622 44599 55904 12108 32491 5954 6371 49950 100023 68379 86378 67201 5089 3166 64035 17990 22276 11310 567 376 5244 4829
shrinkage=0.000980392


Tree=3001
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 791 858 927 691 650 789 518 892 1247 428 813 556 566 706 355 209 858 766 214 1452 1470 1459
split_gain=25.6984 21.7225 36.5085 29.9015 26.408 34.4963 32.2378 52.8589 31.4385 35.5302 30.4186 30.0895 26.317 25.3768 25.1715 24.3022 28.7745 24.4986 24.0791 23.518 22.8596 22.8177 24.8699 22.736 22.3464 22.8923 22.6999 22.0907 44.8473 29.6583
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 0.29073615932568342 1.6923072129381651 1.1248358748350926 1.0794040238867422 1.0342428102238199 -0.29149962867897405 -0.99270919937965674 2.1641256470006294 -1.1872183965669325 2.1059719136688364 0.85558832110916161 1.4218347872305723 1.4237363317142799 1.0825608069246189 -0.45228654518479167 0.37772781070951184 0.4926003403048807 0.39181275121601528 -0.15184483386147815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 21 13 12 6 8 -8 18 11 -11 15 27 23 -14 17 -17 19 -6 -10 -7 -3 -23 -4 -9 26 -26 -2 -29 -30
right_child=1 2 3 -5 5 20 7 24 9 10 -12 -13 14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=4.4368726659616857e-05 -2.7305008880850781e-05 -0.00013849873374627584 0.00030565698509721806 6.1309079749517833e-06 -6.4868946799643681e-05 -9.0584738591530355e-05 -3.5074476748930696e-06 0.0002909950287548235 0.00062438015378378541 6.3466319638545238e-05 0.00034545666502475999 -0.00014266337837486964 8.8350759165604573e-05 -5.8680254016950785e-05 0.00047112900768953318 7.2314350396204211e-05 -0.00048330600392651598 6.8998409272670922e-05 0.00010735686949868114 -0.00029492096682170267 0.00010281438710078052 2.2206920477974692e-05 0.00065846112421196075 -0.00020514140887196696 0.00039479048529886447 -0.00076281482216955011 -0.00085034438293689135 2.1916711029508453e-05 0.00056201587513819208 -3.641194582644987e-05
leaf_count=29559 41258 6191 4850 5700 94773 82198 18652 4493 162 9918 2066 10118 5368 1127 857 1179 1414 16981 3837 2248 3066 2965 291 394 285 191 90 9892 1277 531
internal_value=0 -0.0225494 0.0416342 0.113936 -0.0281989 -0.03951 -0.0212363 0.0543785 -0.035172 0.017704 0.120971 -0.0262127 0.0142032 0.210992 0.152382 0.0196703 -0.22813 0.0443737 -0.0581883 -0.216586 -0.0829408 -0.0625548 0.0834506 0.273257 0.245949 -0.15134 0.139689 -0.00222268 0.0809538 0.39449
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 44086 11984 32102 59183 6371 6225 21984 2593 19391 98610 2410 85264 9447 3256 5244 5059 566 375 52958 11700 1808
shrinkage=0.000980392


Tree=3002
num_leaves=31
num_cat=0
split_feature=470 464 1367 1292 254 115 389 80 718 1382 54 754 639 1396 777 283 693 65 333 559 251 1245 56 600 707 289 1469 1080 175 1468
split_gain=14.3974 24.3741 18.5391 20.5094 20.6426 19.866 18.4874 17.4827 17.4389 19.9378 19.1505 20.7969 21.9701 21.474 21.737 21.7236 26.2633 18.9886 21.1742 22.959 24.2134 20.6868 19.749 19.6663 19.2722 19.0389 18.6545 25.0809 20.6195 21.9008
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61047007421192445 0.56160999478305407 0.52656206759154367 1.3947035982071894 2.0012238438612475 -1.4992037477290523 1.0159173274103563 -0.79803668557144014 2.8571107612274447 0.58202745711681114 1.4707076201372336 -1.163462816605749 0.13910570883782583 -0.81646708438727333 0.28318149157078876 1.6527691397016595 1.0308016862606064 -0.60986944306168611 0.88512648518100678 -1.1309598375712093 1.0000000180025095e-35 3.5873979600380177 1.6043083785895382 0.46396102487888952 -0.70474634298770311 3.0951863930167689 -0.78538056974078152 0.55644284503728569
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 7 -4 -1 10 -10 11 12 17 14 -13 16 -16 18 23 -20 22 -22 24 -9 -21 -26 27 28 -11 -30
right_child=-2 -3 3 4 -6 -7 -8 8 9 26 -12 13 -14 -15 15 -17 -18 -19 19 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.016503292057947636 0.00034712019411416265 3.6126507016313381e-06 0.0017098752560487191 -0.021424073846688818 0.010871725949950631 -0.01307740835676943 0.020009072416774354 0.0014104928187715767 -0.011778661197535055 -0.0043896650997405267 -0.01708007236921882 -0.0062924330671276715 -0.01494423222736725 -0.018027486494394084 0.24480868513107842 0.028034337773177029 -0.0041401072340226689 -0.013671189631105238 -0.015155898931622731 -0.0052626950709714201 0.076090084203732034 -0.02238589961768063 0.012949504780244451 -0.040414122193084295 0.0023230031938861776 0.096348506427965303 0.00082346700798824042 -0.067634693379588953 0.017549807546422918 0.054945310658691605
leaf_count=3385 191352 89765 9504 1061 386 7563 707 25013 1729 511 1939 441 3273 5186 26 130 20 4340 3050 4370 32 961 1323 285 101 58 4177 37 951 255
internal_value=0 -0.0231961 -0.0620241 0.0280464 -0.243467 -0.0823847 0.0685736 -0.0689368 -0.0602076 0.0565183 -0.0803382 -0.0687582 -0.0525148 -0.279989 0.335869 1.27615 3.11757 -0.036671 -0.0215048 -0.120848 -0.0367944 -0.383289 0.0313405 0.0213815 -0.0698759 0.848294 0.119046 0.321297 0.370814 0.523804
internal_count=361931 170579 80814 11658 1447 69156 10211 61593 58208 7660 50548 48609 42806 5803 617 176 46 39533 35193 9895 6845 993 5852 25298 4529 159 5931 1754 1717 1206
shrinkage=0.05


Tree=3003
num_leaves=31
num_cat=0
split_feature=785 728 519 712 382 789 858 967 873 126 427 791 715 803 965 993 981 1047 896 752 675 1407 683 515 1429 863 980 838 727 647
split_gain=33.7697 26.9428 23.0762 44.4129 34.4023 27.2182 22.9923 22.8176 23.9685 25.7496 23.6471 23.1128 42.2394 42.4102 29.2062 28.6701 27.534 29.6801 27.3771 26.4529 28.7711 25.5813 24.5935 22.9663 22.7467 22.6244 22.5474 22.5668 22.3394 22.2783
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0825608069246189 1.3545109027618707 2.242218440812676 1.402259659649604 -1.3213734904502978 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 0.10980254379742337 -0.89727091510114898 1.3135164002628257 2.2054433403887272 -0.43454379769620094 -0.76455979573956789 0.44359160413691395 1.9153824501137493 1.0956013704676797 1.4353143596930875 1.13172262110474 1.0841391867117156 1.114765214040659 1.7160454171542312 1.0000000180025095e-35 -0.87782724458594241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 7 -4 5 -5 26 8 10 24 -2 12 14 15 -12 18 -17 -18 -14 21 23 -13 -22 -21 -10 -20 27 -6 -1 -3
right_child=1 29 3 4 6 -7 -8 -9 9 -11 11 19 13 -15 -16 16 17 -19 25 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8719067403753462e-05 -0.00011313690050511001 6.8736058173776465e-05 -0.00014448644801142758 0.00027905675629925821 0.00014116875574406591 -5.8038397683417686e-05 -0.00035029222646059424 -9.6482591650376914e-05 0.00017006590652327193 -0.00032213333769999704 0.0001050261309370138 -2.232879354868015e-05 0.00020982393523178938 0.00012660559770150644 -3.6720836678225597e-05 -0.00010067271063972877 -1.8733994720808942e-05 0.00036935816544403144 -0.00010830691112075811 8.2051704366304734e-05 -1.8776045979856615e-07 -0.00037701225327408592 -0.00037073394302154376 0.00031542757279458982 -0.00028440839043035205 0.00022758633408104123 -0.00025684805510794767 -0.0005110977626027036 9.9686260643171726e-05 -7.5301785285412722e-05
leaf_count=12551 17027 6205 3773 5263 4015 1132 656 21958 5946 560 15173 20798 3239 5076 12523 64062 9766 891 5519 19029 8856 1258 991 2123 514 1233 819 237 17008 93730
internal_value=0 -0.0292062 -0.0170123 0.0586476 0.116894 0.220535 0.00185138 -0.0237608 -0.0163945 0.101857 -0.0217614 -0.0147712 -0.0322604 -0.0564158 0.042897 -0.0693967 -0.0842219 0.0178258 0.0481195 0.0245397 0.0624511 -0.0428684 -0.0342004 0.107383 0.138342 -0.0413969 0.0486674 0.108663 0.0482533 -0.0659014
internal_count=361931 332372 232437 15895 12122 6395 5727 216542 194584 7020 187564 170537 117482 89786 27696 84710 74719 10657 9991 53055 30999 22056 9847 21152 6460 6752 5071 4252 29559 99935
shrinkage=0.000980392


Tree=3004
num_leaves=31
num_cat=0
split_feature=733 1051 1116 1470 1215 1048 4 147 212 78 409 346 1092 1257 217 1242 223 437 779 641 86 914 26 1238 227 772 1250 14 1391 1381
split_gain=14.5428 17.2431 21.08 19.2704 19.1732 17.0309 17.1134 17.4386 17.3475 21.5629 18.6685 23.5647 18.2013 17.5093 21.7581 20.2483 18.6552 18.1794 17.3667 17.3508 18.1848 21.6842 27.7309 19.6604 20.1309 18.5075 18.0536 17.5239 17.777 18.7506
threshold=1.0000000180025095e-35 3.0856045387256095 -0.20339494068978761 0.20652817970215645 1.0000000180025095e-35 -1.0627241715616391 -1.5676964037709247 -1.072848950791508 0.29016025769815851 -1.1585295318532511 2.6516684467515113 -0.47677710437578097 0.36694858945246428 -1.2245333202670252 1.3488315987224919 -0.41901556677919144 1.4605699866271604 -0.85294856684639753 -0.88665951105829943 -0.9545802212034179 1.4051290313271714 1.8620259559353187 1.0940072444635627 0.46340146005616162 -0.46864648132976577 2.5259987601475458 -0.067790058282954674 2.5234356921067254 -0.32472009652359102 -0.9597117055911929
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 6 -1 -8 19 -10 11 12 18 14 16 -15 -13 -17 -11 -9 25 -22 23 24 -23 27 -26 28 -21 -30
right_child=1 2 4 -5 -6 -7 7 8 9 10 -12 13 -14 15 -16 17 -18 -19 -20 20 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.038268879580593308 -0.0021826576571715006 0.016124163421079554 -0.0098646909236987344 -0.049601827930080784 0.068312880132513729 0.00034795942044509015 0.0044325245713375981 0.0030630609866897237 0.023623943601040916 0.0083420982057328032 -0.029014081445979348 0.010202217358866318 0.0083553055765977456 -0.0091549950494003839 0.080207385802995232 -0.04166915532236487 0.08149987497241519 0.011692374641284854 -0.018997894146925834 -0.0047890556386160875 -0.00023031370318432826 -0.012244689028280567 0.21240687614653814 -0.01778711011246387 0.14100485312310404 0.0222165943781765 0.0070222515440942577 0.016177610372055277 -0.028016281977175081 -0.011096377048452793
leaf_count=262 71145 287 67 132 136 253417 4983 3085 581 412 463 885 661 1457 84 116 60 2362 1894 7341 2256 38 20 153 47 270 23 358 1303 7633
internal_value=0 -0.0396686 0.373369 0.00220588 0.940703 0.000985638 -0.0509172 -0.0466923 -0.069553 0.0229884 -0.0106428 0.0140518 -0.157187 0.122241 0.423809 0.0477549 0.304415 0.18807 -0.271152 -0.10843 -0.138545 0.0755413 0.851268 0.601314 1.27656 -0.168002 2.01835 -0.179925 -0.193924 -0.268799
internal_count=361931 71767 622 419 203 290164 36747 36485 31502 8975 8394 7931 2967 4964 1029 3935 945 2478 2306 22527 19442 2537 281 261 108 16905 70 16635 16277 8936
shrinkage=0.05


Tree=3005
num_leaves=31
num_cat=0
split_feature=545 959 1094 795 705 470 1361 854 797 257 832 791 710 62 1470 675 831 484 911 497 243 361 702 0 1359 1116 288 841 846 346
split_gain=30.9207 31.2401 29.3329 29.1156 37.7797 29.7961 27.0777 25.7605 87.2199 24.9283 34.2113 24.7467 28.1446 29.5713 26.9676 24.62 24.0731 23.6278 22.6332 22.5253 22.3648 21.9198 21.2437 21.6536 20.9859 20.8125 25.3319 22.0718 21.6434 20.7573
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.29258408639884992 0.28191752204954684 0.66595742291584703 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 -0.07211987328566348 1.0000000180025095e-35 2.4381189058503279 -0.67845511463764618 1.3024667090820021 1.0000000180025095e-35 0.71922820897945428 -0.36962221474058471 -0.73470095691485715 -1.0533574974339881 2.192032460598631 -0.8471322253625484 0.82247273120287534 -0.99304978770140073 1.8113258030550952 2.7733144026751986 0.092475012787180219 0.269033471781779 -0.36360276532121794 -0.19178812945111953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 20 9 -4 8 -5 -6 16 12 17 -14 18 -13 -11 24 -15 -19 -3 -17 25 -24 -9 28 27 -27 -21 -28
right_child=1 3 6 7 5 -7 -8 11 -10 10 -12 15 13 14 -16 21 -18 19 -20 22 -22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=-5.8260031716854648e-05 1.7002639493127737e-05 -2.6671050857147835e-05 -0.00025327895504460721 -8.2975919837363949e-05 -1.2484925042246269e-05 0.0001627673428493425 -7.0564992214681968e-05 -2.1638523402739915e-06 0.00029377148001509236 9.8527958419827294e-05 -2.1083840205103315e-05 0.0001790145241291467 -0.00019257628339872394 0.00050656126036812408 0.00087271161074167986 -0.00032073659976220926 0.00029486456030322324 -0.00030931159098847321 2.0800308747849624e-05 2.9818897694548591e-05 0.00015260277192723394 2.6717119820664931e-05 -0.00047172952339841608 -0.00012171706562885833 -0.00021214399850460046 0.0002800382559324614 0.00010035342527058152 -0.00091593752794263679 -8.9357290377361674e-05 0.0012756244739753439
leaf_count=94059 13044 49743 10243 6833 22772 11077 14263 40504 4349 9479 7767 4769 932 618 275 1055 3756 2527 1185 10636 3185 6601 1045 13981 2591 269 112 114 23997 150
internal_value=0 -0.00639809 -0.0762029 0.00215557 0.0287879 0.0686511 -0.131105 -0.0212998 0.0765883 0.0417603 0.0930609 -0.0319185 -0.043918 0.162783 0.291915 0.0603238 0.158075 -0.0508004 0.195788 -0.0840252 -0.014633 -0.0179145 -0.0743962 -0.146814 -0.0136578 -0.0441623 0.343575 -0.0432869 -0.0520041 0.826142
internal_count=361931 267872 37550 230322 107779 54851 24506 122543 11182 43774 21002 111361 98936 3010 2078 12425 13235 95926 1803 52831 52928 7656 50304 15026 43095 35278 645 383 34633 262
shrinkage=0.000980392


Tree=3006
num_leaves=31
num_cat=0
split_feature=888 130 21 1368 134 1451 557 671 967 332 288 1113 726 1191 1457 603 1457 348 153 1120 1089 365 561 0 354 71 557 18 765 1386
split_gain=14.4788 16.8946 16.2865 18.9779 16.6982 16.0428 20.8834 19.4227 17.4837 17.2815 17.8021 17.2716 18.5649 19.7041 17.4477 17.3374 17.0937 16.751 21.2095 19.3633 17.607 18.0049 17.6146 19.5302 17.2146 20.8774 21.4888 21.7467 20.3079 19.0145
threshold=1.0000000180025095e-35 3.2630020663441712 1.7567652095367545 0.70892277612114496 1.0618597429748491 -0.31358218297482993 -0.39926778657807038 1.0000000180025095e-35 2.7427154674634653 1.6399250563363121 -0.62989217762556915 -0.99681150360749138 1.2114997549129087 -1.2484234680190134 0.02373205303704019 1.1060869660636978 0.55479587095569427 -0.7329884060784545 -0.03075817035104909 0.6834117099478102 0.44837531086292992 2.061127723399419 -0.8664948354579004 -0.95972004057275717 -0.70044266999643467 0.76424417401935685 -1.4803368444001814 1.9759241582577749 -0.63311994014547601 -1.3155794392989508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 7 11 9 17 -2 -11 14 13 -13 -7 -16 -12 18 -9 20 22 -22 -19 -24 28 26 -26 -28 -25 -27
right_child=1 -3 3 4 -6 6 -8 8 -10 10 16 12 -14 -15 15 -17 -18 19 -20 -21 21 -23 23 24 25 29 27 -29 -30 -31
leaf_value=-2.5541865903973434e-05 -0.012765389649386928 -0.026304147639063965 0.0014110791890397049 0.038074726248829176 -0.02784867772662368 -0.0041334194531688576 0.002564786605858297 -0.0019029924131209724 -0.044117265396369551 0.040426621513009846 0.005729772190274339 0.081006875667794798 0.042762290284455204 -0.0092827695407179146 0.029551232688784557 -0.040651554708860296 -0.057321062413831052 0.017021180145424124 -0.027779065900851854 -0.012259132112051284 0.015245554109432045 0.096903744316551854 -0.023942687401539819 0.011366003217154025 0.10356919436430156 0.081536761447032244 0.0069241589536224628 0.058893536937544171 -0.027724941771610209 -0.020127580130221458
leaf_count=315733 9200 638 1136 333 56 1101 13941 1601 202 162 332 36 81 8500 529 87 69 853 945 1295 907 30 648 326 40 39 1820 135 613 543
internal_value=0 -0.0500403 -0.0446303 0.180043 0.586744 -0.0558062 -0.0112028 -0.114017 -0.0417679 -0.214305 0.161183 -0.106718 -0.15961 -0.175794 0.129277 0.454226 -0.0876771 -0.0284186 -0.222242 0.0279298 0.0875943 0.367799 0.0231624 -0.0468591 0.022742 0.126276 0.245761 0.209342 -0.274476 -0.294864
internal_count=361931 46198 45560 1525 389 44035 24275 19760 9997 9763 563 10334 8617 8536 1717 616 401 9795 2546 7249 5954 937 5017 4164 3516 2577 1995 1955 939 582
shrinkage=0.05


Tree=3007
num_leaves=31
num_cat=0
split_feature=51 682 927 858 1233 427 465 107 279 1394 1455 547 247 1215 1382 818 1 1051 256 76 1061 1038 775 286 706 563 638 362 767 511
split_gain=14.2724 16.9782 25.3526 32.315 23.4052 21.5892 20.0806 18.6172 18.6132 28.8287 21.4248 19.1258 21.3673 18.5208 25.1617 19.1827 18.4788 25.5765 18.6803 20.9755 20.8741 19.6782 20.0239 18.344 19.0636 18.1716 18.1464 19.791 17.9927 17.7838
threshold=1.0111847875080273 1.0000000180025095e-35 1.0483613175537825 1.0825608069246189 1.0000000180025095e-35 -1.7187089870915668 4.6409843520403546 -0.66868293783288957 -0.89343086450515885 2.5475725789190649 1.2270625707982405 0.55489234843406188 1.0000000180025095e-35 1.0000000180025095e-35 -1.6469277254906611 1.8769860665749627 -0.62243781933834963 0.18743726693818327 1.0000000180025095e-35 -1.0461827347197057 -0.87357009987099121 -0.99428494031574888 0.9483010056455986 2.663241405650373 -1.0000000180025095e-35 1.7594963365031187 2.7554404583995167 -0.850994810421137 2.4954308841390507 0.34000767381927027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 8 -3 23 25 9 10 -2 12 -12 14 -10 16 -15 -18 19 21 -20 -19 -23 -6 -25 -4 -16 -28 -7 -14
right_child=1 5 3 -5 6 28 -8 -9 13 -11 11 -13 29 15 26 -17 17 18 20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=2.3575065688491827e-05 -0.012113072418522587 -0.024322223555368755 -0.030190772694369594 0.033397441566734361 -0.014727688352029825 -0.0047870481090228371 0.16761343637387027 0.0068707155361222337 -0.047805105495885319 0.042907869861224114 -0.021005455291993613 0.067199006637346778 0.010413858666668933 0.0067345604718771074 0.006014357453973781 -0.029295794729346639 0.0014222790654309673 0.15724190802517785 0.041285609853346228 -0.009822170514058615 -0.030756725016826622 -0.0041259806290554991 0.083001875103818679 -0.029871545200829415 0.1094621809267413 0.073761334168292322 -0.041995620212382512 0.11286651448185395 0.022523148215077421 0.098036884874519822
leaf_count=306947 5374 1267 342 544 3841 20000 25 2753 173 149 245 78 144 3076 7079 497 5265 20 58 2257 1049 150 37 32 44 21 24 49 355 36
internal_value=0 -0.0436265 -0.00940978 0.170525 -0.0358504 -0.102524 -0.251664 0.0753707 -0.0125083 -0.150035 -0.185911 0.308087 0.0737998 0.0197725 0.113109 -0.0386642 -0.0218783 -0.08013 -0.239652 -0.129339 -0.522811 0.596966 0.384782 -0.263951 1.06239 -0.448215 0.131109 1.43526 -0.0843598 0.746929
internal_count=361931 54984 33362 3660 29702 21622 3942 3116 25760 6026 5877 503 425 19734 7325 12409 11912 8836 3571 2464 1107 207 187 3917 76 363 7152 73 20355 180
shrinkage=0.05


Tree=3008
num_leaves=31
num_cat=0
split_feature=1097 407 1470 785 713 317 1455 1361 210 897 1458 21 1469 821 1458 1451 1455 1469 1452 1458 1190 332 8 1459 1470 243 990 858 910 712
split_gain=30.9145 38.4728 27.9134 25.3582 24.8294 24.544 23.1497 23.9356 22.2238 21.3543 21.3194 21.0906 39.6767 27.6541 26.9325 31.2019 33.0947 31.5151 28.9488 28.5467 26.6751 25.9985 24.9561 24.6784 31.5462 24.6351 24.2457 32.8592 24.2575 26.9077
threshold=-0.64966988391888181 -1.2965003005540392 -1.1417127449306028 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.35881941651261778 1.0000000180025095e-35 -1.5255039139934115 -1.0467026087416367 3.1438252248132805 -0.32341995197817647 -1.2319146079207914 -1.0305144854359449 -0.60078376361715269 0.11757366443131641 0.75934798726561159 0.59743795322761184 0.53759020203531149 -0.55383951697340417 2.4213166948248079 1.0000000180025095e-35 -0.45207590282155136 0.015014468430795973 -1.0707526962657208 -0.83313486429032935 1.09266583130301 1.0825608069246189 -0.7762702379335058 -1.5590971551374573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 -2 7 -4 -5 -8 -9 12 -10 -14 25 19 -17 18 -18 20 23 -21 -23 -16 -25 -15 28 -28 29 -13
right_child=1 3 6 8 -6 -7 9 10 11 -11 -12 26 13 14 15 16 17 -19 -20 21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.9254361909057972e-05 -1.7309715422552071e-05 -0.00016774683300522798 -0.00015223121297381704 -0.00017543819880085521 9.3848367523236033e-05 -0.00015655245546055972 -0.00015921329489586747 -6.40827452254829e-05 0.00019359820453540791 2.6624165603489775e-05 0.00037033227833620122 0.00025044453336415721 -0.00011658132754633401 -0.00015903604241004332 -0.00049767555173898181 -0.00014634445473402284 0.00039773509529549862 -0.00099058364480715099 -0.00010803135088108856 -2.7348638603321875e-05 0.0020973313254593062 -1.6374352859725552e-05 0.00018872199589303857 0.0031754055961969643 9.01320682264896e-05 0.00017250133690171197 9.2569492193994262e-05 -0.00022886818844224552 -4.1741506159603291e-05 1.0580601570934524e-05
leaf_count=12690 14610 1891 33229 4527 20455 16739 4438 49073 5472 20782 502 2387 9008 1409 1011 9326 1223 117 829 9475 27 3765 8202 21 161 8875 14336 1474 90964 14913
internal_value=0 -0.00473811 -0.0527113 0.00486519 0.0741764 -0.0889744 -0.0671949 -0.089589 -0.00370456 -0.00420508 -0.0594916 -0.000366751 0.034794 0.0139555 0.0340159 0.0045027 -0.0893183 0.145499 0.202523 0.0521519 -0.302104 0.069561 0.130027 -0.352499 0.396374 0.135251 -0.0164549 0.0618995 -0.0285518 0.0495047
internal_count=361931 241217 120714 209868 22346 31349 108024 82804 187522 25220 49575 182995 58921 53449 44441 34157 11495 2169 2052 22662 1220 21442 11967 1193 182 10284 124074 15810 108264 17300
shrinkage=0.000980392


Tree=3009
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 791 858 691 927 650 789 518 813 892 1247 428 556 924 858 1452 1470 1459 759 554 766 214 209
split_gain=33.9118 23.8954 38.9282 31.5679 28.4089 36.1866 36.7239 60.7517 31.4424 35.8141 29.9331 29.1684 26.7924 25.9222 25.3108 24.4701 24.2973 28.7941 24.3106 23.5273 23.3967 23.1369 23.1167 44.6779 29.9217 25.7596 25.061 23.0878 22.7748 22.6896
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 0.29073615932568342 1.0483613175537825 1.6923072129381651 1.1248358748350926 1.0794040238867422 2.1641256470006294 1.0342428102238199 -0.29149962867897405 -0.99270919937965674 -1.1872183965669325 1.8999064755685127 1.0825608069246189 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623 -0.45228654518479167 0.37772781070951184 1.4237363317142799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 13 12 6 8 -8 15 10 16 -11 22 29 -14 -6 18 -18 19 -10 -7 -9 -2 25 -25 26 -24 28 -23 -4
right_child=1 2 3 -5 5 20 7 21 9 11 -12 -13 14 -15 -16 -17 17 -19 -20 -21 -22 27 23 24 -26 -27 -28 -29 -30 -31
leaf_value=5.2063578876517636e-05 -2.8766520556559289e-05 -6.3584216097098542e-05 0.00031170635560770282 6.4716216278038485e-06 -6.8075415861124265e-05 -9.6154673266581511e-05 -4.9885615299636453e-06 0.00030732278603578004 0.00062150107602465695 6.1707759129650197e-05 -0.00014560180180437751 0.00033745524841509797 8.860010209715732e-05 -5.5744043853082658e-05 0.00047227817297913386 0.00010539993804096516 6.8780482065518257e-05 -0.00048637567736071639 6.5354333866675718e-05 -0.00029712518764290872 7.0862976461214552e-05 0.0004050609568778865 -8.4168528634171605e-05 0.00056282583592837338 -3.7839383521533055e-05 0.00020562755945400458 0.00034199629610058281 -0.00075605834177537156 -0.00084073085158262639 -0.00019804422973242555
leaf_count=29559 41258 9447 4850 5700 94773 79939 18652 4493 162 9918 10118 2066 5368 1127 857 3837 1179 1414 16981 2248 5325 285 6762 1277 531 2508 622 191 90 394
internal_value=0 -0.024619 0.042632 0.117212 -0.0305379 -0.0422527 -0.0235527 0.0570538 -0.0384135 0.0144188 -0.0296343 0.117996 0.0134139 0.216762 0.152774 -0.0614049 0.0160896 -0.231393 0.0407752 -0.218913 -0.086673 0.261909 -0.00314346 0.0818775 0.394624 0.0234414 -0.0436868 -0.142099 0.149855 0.279548
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 44086 32102 11984 59183 6371 6225 98610 21984 2593 19391 2410 85264 5059 52958 11700 1808 9892 7384 566 375 5244
shrinkage=0.000980392


Tree=3010
num_leaves=31
num_cat=0
split_feature=785 652 588 719 728 650 518 659 1152 74 8 637 79 1179 276 1458 654 484 281 1079 513 927 858 450 86 974 1301 424 281 347
split_gain=14.4587 15.0709 21.4471 29.0036 22.1087 24.5953 24.5316 22.4588 21.3923 21.2177 21.2106 20.8788 20.7255 20.6544 28.6231 21.5656 20.6108 20.3956 20.2732 20.211 20.0984 40.1711 28.3859 27.8715 23.0727 20.4805 19.9636 20.1477 20.4946 20.419
threshold=-0.86283290253235112 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 -0.49008176997875957 1.6923072129381651 1.0794040238867422 2.2359170208873898 1.0000000180025095e-35 0.058799105813725418 0.31619446797768463 2.4323145003253122 -1.3057039937535881 -0.70484182043151467 1.5015177818052667 4.0440072663347664 0.61490281608246311 0.83353984637554268 -1.6000401136708928 3.0729769241839433 1.0454229551509682 1.0483613175537825 1.0825608069246189 0.69231615738246322 3.2110441953156816 1.6255934951528392 1.0000000180025095e-35 -1.2387766495523065 0.83418425767147208 1.0521753231476876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 10 5 7 -7 -3 20 13 -4 12 -11 14 -10 19 -12 -14 -19 -15 24 22 23 -22 26 -25 -6 29 -29 -28
right_child=1 2 3 -5 8 6 -8 -9 9 11 16 -13 17 15 -16 -17 -18 18 -20 -21 21 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.0020462035704796886 0.00059695350782302831 -0.0012032388777856106 0.011798339177480651 -0.0031444051231024799 -0.00018320553251567411 0.0045208305215784159 0.024364819013833708 0.0089621269849878733 -0.016351886354941385 -0.020632119526258395 0.0040400048721955613 -0.029873462194700856 0.00244061076656126 -0.0055867316119535184 0.015233063750882776 0.04089618072255477 -0.020932982702753025 0.069700786243898596 -0.011019674766261449 0.042873851702513427 0.0034447793686983837 -0.010741803670088541 -0.0090836877906138452 0.01870065734249577 0.034170838144302239 -0.014089553909390266 0.0097056605924677186 -0.0030228267552407958 -0.0093507184841210827 -0.019987996457633994
leaf_count=29559 105863 30780 4479 5890 46568 5375 805 3204 6068 880 2259 482 12954 20809 574 123 412 51 3028 98 9448 2292 1626 2341 301 233 3126 51934 9904 465
internal_value=0 -0.0101869 -0.0216706 0.0638342 -0.0280943 0.0199506 0.15049 -0.00490898 -0.0407646 -0.0892427 0.147717 -0.0219847 -0.00900161 -0.134876 -0.270587 -0.0979237 0.00132206 0.00978754 -0.190361 -0.105198 -0.0254102 0.0445097 0.0892832 0.124793 -0.0385799 0.315955 -0.0403198 -0.0700436 -0.080528 0.11988
internal_count=361931 332372 226509 13040 213469 40164 6180 33984 173305 45067 7150 17395 16913 27672 6642 21030 2671 16033 3079 20907 128238 15940 13648 12022 112298 2574 111997 65429 61838 3591
shrinkage=0.05


Tree=3011
num_leaves=31
num_cat=0
split_feature=21 550 1109 898 1030 557 883 1326 492 426 218 87 810 1260 214 617 529 1286 920 189 678 908 281 850 1002 829 1109 698 1162 1442
split_gain=14.0498 15.543 15.671 15.3086 28.131 23.005 23.3508 22.5108 21.812 20.3959 21.1234 20.283 19.1426 18.8287 19.995 18.7302 26.5839 21.9489 22.5221 23.5629 23.2518 23.2859 22.9866 21.2295 21.2081 22.308 24.2552 20.6643 19.3047 19.8895
threshold=-3.2545899522946695 1.0000000180025095e-35 -1.0819741954209221 0.023481522340548951 2.7042904249467168 -0.28003222873004341 1.0000000180025095e-35 2.2049605463564701 2.8428304561714501 -1.4402521675703024 1.0942112771486421 -0.89335212614203463 2.8629496011305755 0.21296134689436977 0.95390837918016724 1.6614250791469047 1.4795591430507427 1.8566435897555933 -0.83967173534858641 -0.69348768723690357 -0.93019531031281677 2.414645297084959 -0.3169760361653115 -1.3843557797789268 1.0000000180025095e-35 -0.36519055377697157 0.66004179308242128 2.3799726056788191 4.3075970578448919 -0.36318025971450862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 6 11 12 -7 -6 -11 -5 -8 14 -13 17 24 23 19 -19 -20 -22 -23 -2 25 26 -17 -18 29 -25
right_child=3 -3 -4 5 9 8 7 -9 -10 10 -12 13 -14 -15 -16 16 27 18 20 -21 21 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.022610578595174523 -0.015466184771110336 -0.02955549181405406 0.028520263253370166 0.0091199467618015076 0.027228036132584676 7.8934365309788489e-06 -0.0065624742874832919 0.020860996477424447 -0.046889426390258164 -0.0053860911470150442 -0.023893905519956186 0.0015533306612367749 -0.044283186617672124 -0.0078859413393197169 -0.0094664896689531635 -0.0033489686071568737 -0.018453065489674587 -0.00076319390432297827 -0.010649354237578753 0.027305990755007621 0.0045891188284833189 0.090064268403451331 0.012529919523447145 -0.0011529396365182821 0.0039832586476111383 -0.0098811957173769397 0.016927202214154849 0.054192809916950926 -0.037257426400004838 0.0013822085135396474
leaf_count=82 1481 91 543 2779 257 75376 23286 415 192 8528 1343 15490 345 7739 3461 4965 3323 529 1280 966 8267 68 105 63447 6975 7834 1192 67 309 121196
internal_value=0 0.308146 0.429163 -0.00583807 0.00492281 -0.0276412 -0.0686271 -0.127196 -0.00160905 -0.134759 -0.15627 -0.0210238 -0.138208 -0.0426051 -0.00344617 0.00953278 -0.0628726 0.0156496 0.107316 0.35058 0.0694982 0.108347 0.863072 0.00950944 -0.0322461 -0.0964567 0.0211246 -0.326348 0.0113313 0.0120335
internal_count=361931 716 625 361215 232132 129083 53515 24046 75568 10128 9871 29469 23631 26690 18951 222004 24356 197648 11215 1495 9720 8440 173 186433 20966 13991 6157 3390 184952 184643
shrinkage=0.05


Tree=3012
num_leaves=31
num_cat=0
split_feature=1430 1160 1382 1436 1360 807 330 1434 1450 1383 15 816 884 599 966 973 1150 1455 351 1390 1450 70 1121 1383 1103 144 400 1454 21 217
split_gain=14.1302 29.1851 18.0866 17.8824 19.7047 20.6319 24.9035 21.8031 21.3408 25.3126 24.5711 22.3011 21.2366 22.6028 22.7084 20.2722 20.0926 25.7768 21.6355 22.8519 19.9584 22.203 22.1509 26.185 21.6627 19.7748 19.6842 22.7577 19.5898 19.1586
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5861583976779556 1.0000000180025095e-35 1.1324559382631265 1.0000000180025095e-35 3.847662738988014 -0.42195508979895918 1.0417143325709441 -0.17270473216877744 1.391607058263548 0.98567350059335823 0.66905551989196432 1.4636847626011269 2.6891860905129055 1.2651980562895446 1.0000000180025095e-35 -0.11655890663531634 -1.6565008601537212 0.43473142081759508 0.059614261619994738 -0.75141932294290392 -0.83797241462693639 -0.40448140089588874 0.13965436289537983 -1.2818413586251547 1.0000000180025095e-35 0.8862013653042119 1.7567652095367545 0.14226301936757968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 16 8 11 -10 -11 -1 13 15 -15 25 17 20 19 -18 22 -22 23 -7 -25 -9 27 -19 -23 -28
right_child=-2 -3 -4 -5 -6 6 -8 12 9 10 -12 -13 -14 14 -16 -17 18 26 -20 -21 21 28 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.0087107280662378755 0.00036973215111921898 0.00019089015785945677 0.0092743380843483755 0.00063742446031667599 -0.012320982820319024 0.053324774270062485 0.055352660907862408 -0.031094039083198018 -0.015919592389812092 0.010609525945389692 0.080597152895855562 -0.022925368979669583 0.017307677691691132 0.0051306072042908366 0.093062840715056661 -0.01933338070500382 -0.019098326325278449 -0.0027793556627461677 -0.0086369409736395727 0.16664898734321348 -0.013095696047958945 0.027414247978782696 -0.0025637540001399299 -0.02462750335274334 0.036677481128011842 -0.0036778855729260071 -0.026623877372893207 0.03657118673671108 -0.031248840089742019 0.0037157512701677313
leaf_count=9033 197825 86293 1740 12636 8562 310 101 713 750 697 62 2583 523 2869 36 2213 35 1554 5617 23 299 1615 3056 243 159 20313 1115 261 93 602
internal_value=0 -0.0224829 -0.0637377 -0.0706678 -0.0917085 -0.0760547 0.0128896 -0.107449 -0.203287 0.079819 0.356969 -0.248846 -0.065791 -0.0793341 0.132167 -0.108332 0.00108198 0.0697928 -0.152259 1.63796 0.178325 0.373945 0.0542281 0.471605 0.03794 -0.0858596 -0.110555 0.0758752 0.483367 -0.323959
internal_count=361931 164106 77813 76073 63437 54875 15083 39792 13125 1509 759 11616 26667 26144 2905 23239 14982 9307 5675 58 5775 2007 3768 712 402 21026 3532 1815 1708 1717
shrinkage=0.05


Tree=3013
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 791 858 691 927 789 1452 1470 813 892 1247 428 1381 556 858 339 1459 628 1465 766 924 209 214
split_gain=29.1283 22.5158 36.6614 30.0779 27.2399 35.557 34.396 56.3589 31.7654 34.8303 29.7731 29.6441 25.3659 24.9039 45.6803 24.2881 24.2764 28.8499 24.1155 23.6439 23.4355 23.2439 23.1173 26.5774 25.2823 24.6259 22.8502 22.7512 22.6332 22.594
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 0.29073615932568342 1.0483613175537825 1.1248358748350926 0.075388382208316021 1.3024667090820021 2.1641256470006294 1.0342428102238199 -0.29149962867897405 -0.99270919937965674 0.64149373323397663 -1.1872183965669325 1.0825608069246189 -0.63586223425159905 -0.1588990411266856 0.15635175497665069 1.4270952891077759 -0.45228654518479167 1.8999064755685127 1.4237363317142799 0.37772781070951184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 12 13 6 8 -8 15 10 16 -11 28 22 -15 -6 18 -18 20 -16 -10 -9 23 25 -25 -2 29 -7 -4 -23
right_child=1 2 3 -5 5 27 7 21 9 11 -12 -13 -14 14 19 -17 17 -19 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.8282272441556446e-05 0.00015612807053219083 -6.0760314250015401e-05 0.00030654900610619458 6.7437996119568297e-06 -6.5786914357732538e-05 -9.3589047957462493e-05 -3.3016818976692788e-06 0.00029986721491367431 0.00062440472116259476 6.2573752206001166e-05 -0.00014215148580940117 0.00034067245802832765 -5.7482440434470649e-05 4.659159742744355e-05 0.00032904529385310231 0.00010712206124405442 7.250043988972885e-05 -0.0004839120131342911 6.840003621652042e-05 0.0010964485810269083 -0.00029332254988834097 0.00039380003448386095 -6.5945623405081781e-05 -0.00015456663718541584 0.00012563279636185244 -0.0004435217708795014 -0.00076242711678196516 7.1207529783961869e-05 -0.00020298257160779161 -0.00084818820831159642
leaf_count=29559 7890 9447 4850 5700 94773 79939 18652 4493 162 9918 10118 2066 1127 19533 1119 3837 1179 1414 16981 224 2248 285 23312 4345 2433 327 191 5325 394 90
internal_value=0 -0.0228843 0.0424363 0.114833 -0.028635 -0.0401191 -0.0215709 0.0565091 -0.0359624 0.0171754 -0.0263108 0.119361 0.212111 0.0144213 0.0752114 -0.0590914 0.0193142 -0.22839 0.043991 0.462254 -0.215037 0.25409 -0.0208957 0.0470529 -0.0564376 0.133345 -0.151118 -0.0841981 0.2743 0.139416
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 44086 32102 11984 6371 59183 20876 98610 21984 2593 19391 1343 2410 5059 38307 14995 6778 8217 566 85264 5244 375
shrinkage=0.000980392


Tree=3014
num_leaves=31
num_cat=0
split_feature=1368 652 360 906 1452 1452 1457 1464 1375 1458 1450 1452 1451 1468 1468 1173 631 1466 1457 1461 1451 1454 1468 1461 968 1455 1464 1469 1460 1469
split_gain=13.7941 19.3179 20.0175 20.8176 19.1283 37.2183 32.4782 36.9199 32.0334 29.7772 38.3358 27.129 26.2235 25.3915 24.2333 24.149 28.2773 23.6515 47.6052 31.1496 28.2931 25.5599 28.7211 25.6387 25.6259 24.882 28.9772 28.6992 28.4719 42.1746
threshold=1.0000000180025095e-35 -0.98896428961744431 0.29574469877859816 2.8869910698040164 -0.18157124906225561 -0.1014882148136543 -0.51908510895941451 -0.045917158466491741 0.59806352348768188 -0.45416350011085566 -0.68961132794472235 -0.13431352879282774 0.59897055457132509 1.1791907087599831 1.3195544013298623 1.738288090626156 -1.0699249584086081 1.1481623852422969 -0.33496484878846661 -0.2634310735630721 0.19350284266606024 0.40055145564584022 0.26848612161457347 2.0281427056297527 -0.75101690131304955 0.40822562400327617 0.74657910936426475 2.0727222767343889 1.3228809068545828 -0.93292365169008462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 12 6 7 -6 14 10 11 -8 17 -12 15 -7 -17 19 -19 25 21 -21 23 -23 -25 26 -2 -28 29 -27
right_child=4 -3 3 -5 5 8 9 -9 -10 -11 13 -13 -14 -15 -16 16 -18 18 -20 20 -22 22 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.00031166216469313992 0.00086508145404319689 -0.0013289866053107621 0.0058557994486801903 0.088351133955464956 -0.039765214380426961 0.0011059869864537908 -0.033007647990049627 -0.0078087168704422272 -0.007748928248038179 -0.011927801105229958 0.027430565895169456 0.032016708496210876 0.00686992913360594 -0.033079586576171327 -0.0063026023567976227 0.048513398886669286 0.0085024878970716023 -0.017702283979304491 0.0044738379757287361 0.00097132246825963424 -0.01592997027493399 -0.014469272628120795 0.0067992913566010662 0.026561598620986528 -0.067843981694418493 -0.0074321246021311019 0.014051494912681482 -0.084398734383745205 -0.0095045414780337498 0.014437634903823047
leaf_count=18205 39020 188762 8990 34 1000 42717 404 1021 7873 2434 820 107 10449 98 5473 232 2321 2730 2423 11228 2238 1166 583 39 236 1335 2876 41 892 6184
internal_value=0 -0.0174466 0.0391697 0.124127 0.01191 -0.0175999 -0.195351 -0.436787 -0.000590424 -0.0702251 0.179593 -0.359342 0.035057 0.429131 0.0178778 0.0346569 0.248994 0.0187298 -0.131887 0.0303321 -0.0620045 -0.0230494 -0.267917 -0.463665 -1.0649 0.0571773 0.0336993 0.254358 0.166032 0.212318
internal_count=361931 215991 27229 9024 145940 64500 5884 2021 58616 3863 1429 511 81440 918 50743 45270 2553 70991 5153 65838 15490 13252 2024 1441 275 50348 41937 2917 8411 7519
shrinkage=0.05


Tree=3015
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 859 730 783 934 514 603 660 8 639 345 907 497 29 356 495 556 712 10 771 1388 516 398 635
split_gain=23.5812 22.0836 21.8604 27.0389 23.1965 21.3692 53.4295 19.2539 19.0651 32.9677 28.1091 25.4988 22.6583 24.3559 20.4939 20.0992 19.5231 19.4794 18.9695 18.9646 18.8618 18.8592 18.8365 18.8333 18.8271 18.5612 18.1798 18.9547 18.4547 18.1773
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.11942102837874842 0.46293354690950167 0.49932493644430648 2.5623266075722904 0.82152675923177465 -0.88459116152366701 -0.59136135564859804 -1.0457139049240498 -0.63779424894106762 -0.43543206165028031 1.1328087716545792 -1.1576935568052567 1.0000000180025095e-35 1.373454536460835 0.023189423843055841
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 -2 8 -5 6 -3 -6 9 11 12 -4 13 -10 -15 16 17 21 26 24 -8 -12 -23 -1 -13 -9 -11 -28 -29 -30
right_child=1 5 3 4 7 -7 20 25 10 18 15 19 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.00012202288577479518 -1.8636966931220424e-05 -5.7234455594790119e-05 4.6723190035327311e-05 -0.00011219540406966246 0.00047553896145594916 -6.206487595351531e-05 -0.00022577576605631368 0.00017860655033281395 0.00016205485923716597 -0.0003164249042401451 -0.00042836662396552515 0.0002413659142076228 5.3803564146181234e-08 -0.00045436291700278169 0.00061149994086014006 -0.0003193245536289804 0.00034651021137713407 0.00036484652662993768 0.00040181166123430507 -0.00019477280742261673 0.00050707999502282055 0.00096377114200998199 -6.6103884871180263e-05 6.2576628829690391e-05 0.00088741837220159339 -0.00038477700635498348 -0.00016163052314236944 2.3081483689466997e-05 -1.6314640544751765e-05 -0.0006513909972212683
leaf_count=3225 190291 4821 6880 1294 993 93730 198 5040 2134 1877 800 431 1982 101 996 1064 644 373 331 225 1186 70 781 26334 385 268 6161 8476 458 382
internal_value=0 -0.0191725 -0.00810639 0.0365549 0.150348 -0.0525598 0.0810824 0.202247 0.00958104 -0.0216227 0.0953814 0.0962802 0.195993 0.298529 0.545445 -0.0517316 0.0433802 -0.0665943 -0.0751695 0.417835 0.427034 -0.171645 0.036832 0.0458513 0.561434 0.154008 -0.0860608 -0.0641917 -0.00562956 -0.316848
internal_count=361931 332372 232437 42146 7595 99935 6205 6301 34551 25606 8945 7921 5213 3231 1097 3732 2668 2024 17685 1041 1384 1651 851 29559 816 5308 17354 15477 9316 840
shrinkage=0.000980392


Tree=3016
num_leaves=31
num_cat=0
split_feature=1459 1449 1449 1449 1464 1458 1464 1465 1470 1451 21 1466 1467 1459 1449 1459 1457 1449 1464 1464 1464 1459 1467 1461 1459 1452 21 1454 1450 1450
split_gain=13.8135 42.3894 53.111 46.4297 46.3778 34.813 34.319 38.0437 34.008 33.3316 31.1917 30.9423 30.5224 30.3007 28.8099 54.5677 31.5012 30.4022 28.4253 41.3707 37.9274 26.5017 43.4743 36.7627 39.7455 41.802 51.3448 42.0419 51.1577 46.3151
threshold=0.46383055849355342 -0.32183734465273589 -0.28903415273037497 -0.41360575089286639 -0.34821093172591422 0.24391125146464598 2.177892488217096 -0.22182333324429437 0.360274951809401 0.39905032773487564 2.1349806934485605 1.4808384683488722 -0.096942217446212481 0.45348792378140712 -0.24052749074957577 0.57266329086659318 -0.043924821398005055 -0.2094576419135441 -0.29994047272053637 -0.31497481326640125 -0.13737360038314356 0.027245158437713041 4.808695702623436 3.2413757995883876 0.097572730827532081 0.075388382208316021 -1.0798509198017876 -0.47921441570843964 -0.49083279118224338 2.3143753708859189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 12 5 10 6 18 -8 14 -6 -5 -11 -3 21 15 -4 -17 -16 19 -2 -20 -1 23 24 25 27 -27 28 -23 -29
right_child=1 2 8 4 9 -7 7 -9 -10 11 -12 -13 -14 -15 17 16 -18 -19 20 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-5.8294659815166481e-05 0.007882998461598463 -0.048771476277385983 0.091001264818563896 0.045271842100900142 -0.0023174695362445444 -0.0029609515384380817 -0.0068157323252064769 0.038789333447036195 -0.0099057322352155003 0.0091704465653224803 -0.015158913702523284 0.066535678623645136 -0.011197590160884917 -0.057041096755659937 -0.023448685860900233 0.01941702919734184 -0.00894366213581403 0.00034620591890164795 -0.014447058856979564 0.045906862532170523 0.0039906052984858892 -0.023626773016447375 0.046154270972100279 -0.028735372946189181 -0.001272901799728815 -0.042603836982774812 0.0086699393631950051 -0.024310653302262994 0.0099161743773683933 0.041084880753361412
leaf_count=234094 7072 535 100 700 1413 8350 313 623 4625 306 122 144 884 157 863 1277 827 36947 1828 317 7281 1249 170 764 42339 443 2168 4287 1593 140
internal_value=0 0.0224338 -0.0203405 0.0907406 0.368408 0.0608097 0.118322 0.502344 -0.0075754 0.148241 0.755906 0.642372 -0.486705 -0.0125488 0.0129784 0.260377 0.181584 -0.00187848 0.0921103 0.198625 0.00849365 -0.0120207 -0.0600568 -0.064777 -0.0570445 -0.194053 0.0559766 -0.291217 -0.0596806 -0.437753
internal_count=361931 74527 46058 28469 2685 25784 17434 936 44639 1863 822 450 1419 287404 40014 2204 2104 37810 16498 7389 9109 287247 53153 52983 52219 9880 2611 7269 2842 4427
shrinkage=0.05


Tree=3017
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 497 498 1469 1466 1451 613 1107 1452 77 978 1358 21 1104 746 951 712 767 913 560 84 1038 972 356
split_gain=29.7581 24.4038 24.4532 30.4952 33.2248 22.2566 53.6169 21.7052 28.8318 21.6134 24.4054 32.2897 28.9069 26.2997 24.4827 23.6942 21.6763 21.5128 23.9556 21.2022 21.1136 22.4975 20.848 20.0061 19.8116 21.94 21.0623 19.2628 25.4027 18.9857
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.13067971497466105 1.69116793757109 -1.0588145806293296 -0.22241172008597768 -0.0066164517430368063 1.3156155531097407 -0.86843805286895204 -0.1014882148136543 1.0713809910298406 0.01216927551948224 1.0000000180025095e-35 4.5933813388752975 0.63515767152532354 3.6288968102052546 0.4454315257619969 -0.63779424894106762 -0.63571524560548165 0.60667346056980065 -0.91026277545683032 -0.9805036543575979 1.1188188906527561 1.4079901579600185 -0.88459116152366701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 9 7 24 6 -3 8 -4 10 12 15 -2 -14 -15 27 -13 -11 20 -10 -19 23 -1 -22 25 -5 -26 -12 -29 -8
right_child=1 5 3 4 -6 -7 29 -9 19 17 11 16 13 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00012936900653501485 5.4616983772560044e-05 -6.2921792824338532e-05 -0.00032715240120481355 -0.00043803847867361482 0.00010044358722091763 -7.0571080069836164e-05 -0.00023215294143329532 5.0240714974745092e-05 7.7255650513022333e-05 -6.5210707463381179e-05 -0.00024768462103027291 -2.2320832279646554e-05 -0.00020387314621902772 0.00019202732643953973 0.00073987750681756286 0.0001265245283576099 0.00020724867527703212 -1.1594606873304569e-05 0.0010327473046469757 0.0014819667478177005 0.00070163703644542412 0.00040004836988957743 6.437263248769461e-05 -0.00065320134254776008 0.00034879828966993766 3.8943139070643784e-05 -0.00075587564206318174 0.00018585540941821964 -0.0012183315275341095 0.00050158383159350694
leaf_count=3225 13207 4821 2623 676 21461 93730 198 1899 198 67524 5203 5106 407 739 662 1156 2624 104584 76 53 45 112 26334 510 107 2130 458 808 69 1186
internal_value=0 -0.0260821 -0.0144677 0.0434132 0.0728193 -0.0610598 0.0750131 -0.121661 -0.253814 -0.0238358 0.0290013 -0.032592 0.0903907 0.348234 0.471615 -0.139871 0.0608282 -0.0343745 -0.0136907 0.416574 -0.0148308 -0.372139 0.0467887 -0.54797 -0.137445 -0.0630499 -0.541745 -0.19862 0.0911058 0.421192
internal_count=361931 332372 232437 29605 24832 99935 6205 4773 2874 202832 29981 14966 15015 1808 1401 7236 7730 172851 105327 251 105251 667 29559 555 3371 2806 565 6080 877 1384
shrinkage=0.000980392


Tree=3018
num_leaves=31
num_cat=0
split_feature=785 712 728 647 590 852 1080 692 497 498 1104 1469 21 417 1452 232 1358 21 746 951 1296 1320 889 981 620 450 6 767 913 560
split_gain=32.7144 22.6956 22.0409 21.4319 52.8947 21.079 29.8528 31.8102 21.6077 28.4935 21.0586 20.387 24.8652 23.1536 24.8563 25.8284 21.8673 24.1998 20.9739 22.3999 20.8137 20.6111 20.584 22.5155 20.2337 20.1769 20.0769 19.9465 19.707 21.7047
threshold=-0.86283290253235112 -0.63779424894106762 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 0.63515767152532354 -1.0588145806293296 -0.13431221002227373 -0.35580384355304584 0.22281241686935668 1.0000000180025095e-35 1.0000000180025095e-35 5.6334739196327623 3.6288968102052546 0.4454315257619969 -0.43652631067203845 0.97912365359497311 1.3149075955530187 2.543085592592472 0.88084169889549835 -0.83567651168909196 0.49999443353403356 -0.63571524560548165 0.60667346056980065 -0.91026277545683032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 11 8 28 9 -7 -11 12 13 14 -2 26 -13 18 -18 27 -17 22 23 25 -23 -14 -16 -20 29 -8
right_child=2 -3 3 -5 -6 6 7 -9 -10 10 -12 16 21 -15 15 20 17 -19 19 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013014492098731861 -0.00012915798203750188 7.2150121475198192e-05 -5.9513157409715163e-05 -6.5274387312579482e-05 0.00041361471329611627 -0.0003262900881798873 -0.00043411302655998199 9.849648125279723e-05 5.0468378434034271e-05 7.5323939743021339e-05 0.0014766048109808713 -6.1650068035615032e-05 -0.00033455437886894992 0.00014984790723526051 7.9450525081169984e-05 0.00010552010923829422 -7.3567232169454029e-06 0.0012613085133286828 0.00070439431096582916 0.00040362589449215993 0.00064460572548901904 -0.00037496806676086592 0.00023220154934418575 0.00065450109049351398 0.00026498937039002988 -2.174584838570602e-05 -0.00049971366612605681 -0.00064811309335869661 -0.0005280277974579684 4.1148882637738369e-05
leaf_count=3225 4163 26334 4821 93730 1384 2623 676 21461 1899 198 53 67524 1164 9438 1365 674 104610 50 45 112 555 1414 1390 187 286 8952 393 510 565 2130
internal_value=0 0.053913 -0.0225156 -0.055832 0.0778822 -0.0114703 0.042328 0.0714512 -0.121204 -0.253262 0.413798 -0.0201807 0.0311759 0.0876168 -0.0129501 0.137732 -0.0304344 -0.009552 -0.0105029 -0.366938 0.363957 -0.0371987 -0.00690212 -0.0396471 -0.270695 -0.0536499 -0.0487753 -0.542662 -0.1346 -0.0603235
internal_count=361931 29559 332372 99935 6205 232437 29605 24832 4773 2874 251 202832 29981 16588 7150 2987 172851 105327 105277 667 1229 13393 11693 10303 1700 10116 1758 555 3371 2806
shrinkage=0.000980392


Tree=3019
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 727 859 356 771 284 794 490 654 852 421 602 838 806 635 903 1116 20 979 904 3 1254 981 1047
split_gain=25.7296 24.2058 24.2133 26.4149 23.5691 21.7309 54.691 19.9274 19.8244 18.7926 18.7003 18.6167 18.3316 26.0923 27.2628 24.6726 25.9113 22.2772 22.1979 21.7089 21.3894 26.6677 21.1616 21.2587 20.804 22.7229 22.2616 24.2841 20.7581 25.5508
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.98545034728205338 -0.88459116152366701 1.1328087716545792 -1.5898347461846811 -0.55929652627125603 1.2566907299549066 1.0000000180025095e-35 1.0747610123934368 0.95482661291304594 1.0000000180025095e-35 2.800203397798688 0.53322213276968733 1.0260092144374766 -0.093266196676117755 -0.61728667363820044 -0.62480110643689213 0.17574225093130683 0.33411074469478791 -0.7589127984683347 0.35518884089146635 1.5547011264505639 2.6346259685590301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 12 11 -5 6 -3 -1 -6 -8 -10 -4 13 14 17 -16 20 -2 -15 -19 -17 -22 23 -21 25 -24 27 -26 -14 -30
right_child=1 5 3 4 8 -7 9 -9 10 -11 -12 -13 28 18 15 16 -18 19 -20 22 21 -23 24 -25 26 -27 -28 -29 29 -31
leaf_value=-1.5222905601400657e-05 -0.00010489456561100212 -5.9592737895188048e-05 -0.00029465657361848715 -0.00011312338867800834 0.00048066194729064953 -6.4103820513090556e-05 -0.00022151250973434351 9.6999238532968548e-05 0.0001793921091268216 0.00051002467593268968 -0.0003860412234225289 2.0245825825998815e-05 -4.7718542730266232e-05 -0.00012196996551181192 3.5776327091107086e-05 0.00017260339319063553 -0.00017390085582484599 -2.5909898868433091e-05 0.00090912408041312037 0.00035685189873547199 0.00019527342550654557 0.00087088776846733478 0.00058057357548315042 -0.00031081323874906425 0.0010137778150970673 -4.0037545429856272e-05 -0.00013887396268387039 -0.00056929672225695493 3.2866071103527993e-05 0.00057282254205499069
leaf_count=12551 15337 4821 1203 1294 993 93730 198 17008 5040 1186 268 33348 100325 10891 35021 3231 803 10513 150 334 522 454 1004 785 156 355 713 68 9269 360
internal_value=0 -0.0196271 -0.00804029 0.0389633 0.15139 -0.0545568 0.0801421 0.0482304 0.203694 0.430213 0.154711 0.0122935 -0.0195106 0.00734629 0.0220758 0.058473 0.197605 -0.0343732 -0.111423 0.0246005 0.260385 0.529408 0.172802 -0.0962188 0.27979 0.442842 0.0372376 0.625721 -0.0384179 0.0571264
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 6301 1384 5308 34551 190291 80337 69296 40031 5010 29265 11041 13928 4207 976 3415 1119 2296 1359 937 224 109954 9629
shrinkage=0.000980392


Tree=3020
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 712 1022 48 146 1441 730 783 514 934 603 660 639 8 990 516 1388 345 907 398 1169 156 29 495
split_gain=32.0596 30.4494 26.8399 28.2905 24.654 24.5499 61.7376 23.6289 23.4308 23.4123 21.9185 21.1049 20.3684 35.6416 28.1651 27.8117 22.5292 25.1455 20.7129 20.7076 20.2206 19.999 23.1282 19.4596 19.4248 19.1841 19.0853 26.5499 19.0707 18.8702
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.63779424894106762 1.0000000180025095e-35 1.8372674881307383 2.7503861831498626 1.7193014468115779 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 0.11942102837874842 -1.298475463871557 1.09266583130301 1.0000000180025095e-35 -1.0285454770005755 0.46293354690950167 0.49932493644430648 1.373454536460835 0.18848160436186537 -1.1003691979828194 0.82152675923177465 -0.59136135564859804
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 12 -5 6 -3 -1 9 10 11 -2 13 14 -4 16 17 -14 23 -19 -6 -15 -23 24 29 -24 27 -11 -16 -17
right_child=1 5 3 4 20 -7 -8 -9 -10 26 -12 -13 15 21 28 18 -18 19 -20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013681888871618265 -4.0084391331732513e-05 -6.8815246038180278e-05 4.8133415112428259e-05 -0.00011667417088491413 0.0001387678034783384 -7.4138867284624421e-05 0.0004424331452646516 6.9170207244953732e-05 -3.2973348788210391e-06 0.0018084094169898877 0.00031051186427609115 -0.00020412517825029515 0.00016189411658061557 -0.00017295130021241533 0.00057124153521106991 -0.00042260862719515019 3.0071283911949156e-06 -0.00045041324725045843 -0.00031920284894971205 0.00061734086104539641 0.00041707327817317423 -0.00030735931564550523 4.1685287799467483e-05 0.00035087344702339028 0.00036940063582943054 -0.00029835390850168307 -0.00047313822450313999 -0.00014864193291589653 -0.00017698450910380619 4.1688418373055395e-05
leaf_count=3225 76185 4821 6880 1294 4808 93730 1384 26334 103001 42 765 5687 2134 6979 816 800 1982 101 1064 996 1493 1407 8466 644 373 833 1783 2828 225 851
internal_value=0 -0.0251391 -0.0121491 0.0372745 0.153447 -0.0641685 0.0787554 0.0504573 -0.0242006 -0.0552394 -0.0463095 -0.0506642 0.00970737 -0.0224926 0.100047 0.0983059 0.198248 0.300354 -0.047916 0.550904 0.206858 -0.078037 -0.0216162 0.0486264 -0.0611229 0.0129865 -0.235408 -0.123055 0.438504 -0.165948
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 190291 87290 82637 81872 34551 25606 7921 8945 5213 3231 3732 1097 6301 17685 10706 2668 2024 9299 4653 2870 1041 1651
shrinkage=0.000980392


Tree=3021
num_leaves=31
num_cat=0
split_feature=1097 407 1303 1470 317 785 713 81 210 669 755 7 710 624 1109 21 1469 821 1458 1451 1455 1469 1458 1452 1190 332 8 243 1459 1470
split_gain=27.5054 35.8793 27.2809 30.0708 24.9247 24.2095 24.5148 22.4047 22.1466 21.9188 24.1326 21.8488 21.3014 22.059 22.0681 21.2624 41.7498 27.8333 26.0387 31.2499 33.0555 31.3578 28.885 28.6634 26.7005 26.3897 25.2549 24.5546 24.2104 31.0052
threshold=-0.64966988391888181 -1.2965003005540392 1.7160994611581364 -1.1417127449306028 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -0.92328623348401984 -1.5255039139934115 1.0000000180025095e-35 -0.35097133248099494 -0.89640785941402479 0.58490922807009926 1.5762755798354906 0.8944662184494605 -0.32341995197817647 -1.2319146079207914 -1.0305144854359449 -0.60078376361715269 0.11757366443131641 0.75934798726561159 0.59743795322761184 -0.55383951697340417 0.53759020203531149 2.4213166948248079 1.0000000180025095e-35 -0.45207590282155136 -0.83313486429032935 0.015014468430795973 -1.0707526962657208
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 -3 11 -7 10 -5 -4 -11 -14 -15 16 -10 -18 27 22 -21 23 24 -22 28 -24 -27 -19 -20 -30
right_child=1 5 7 9 -6 8 -8 -9 15 12 -12 -13 13 14 -16 -17 17 18 19 20 21 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=7.3072302624019005e-05 -1.1032895515958875e-05 -0.00016522906902263534 -0.00039970157162473439 1.1203202977977085e-05 -0.0001515842112353651 -0.0001725445313658737 9.4732916624720164e-05 -0.00026293352381457323 0.00020071608821692108 -0.00015544402880119445 -8.0428366327072202e-05 0.0001687557274720603 -3.9340370867768583e-05 0.00030829510728366859 0.0020043499779524225 -1.3436241186246677e-05 -0.00011468694708762543 -0.00015785167515241526 -0.00049596179448398278 -0.00014356712239032735 0.00039966859097837404 -0.00098619478420640156 -2.5020052871974008e-05 -0.00010398150960694079 0.0020993558633940362 -1.3706987787550274e-05 0.00019274805082699367 0.00017332775014918206 0.0031303699037869576 8.4512381571369343e-05
leaf_count=11696 14610 1891 642 35510 16739 4527 20455 6770 5472 21595 35758 2033 6172 502 36 124074 9008 1409 1011 9326 1223 117 9475 829 27 3765 8202 8875 21 161
internal_value=0 -0.00175565 -0.0470685 -0.0366669 -0.0832463 0.00751642 0.0752244 -0.187623 -0.000870182 -0.0522312 -0.0295338 0.0286514 -0.115593 0.00775793 0.451406 0.00246341 0.0377891 0.0163935 0.0365353 0.00749125 -0.0864767 0.148394 0.0552099 0.205304 -0.301363 0.0727363 0.133701 0.136133 -0.351842 0.388986
internal_count=361931 241217 120714 111269 31349 209868 22346 9445 187522 99573 71268 2675 28305 6710 538 182995 58921 53449 44441 34157 11495 2169 22662 2052 1220 21442 11967 10284 1193 182
shrinkage=0.000980392


Tree=3022
num_leaves=31
num_cat=0
split_feature=785 712 854 1158 1065 1117 1314 1115 428 768 275 1110 1133 851 491 842 631 15 1308 142 1205 213 1383 772 1315 338 982 1237 1049 79
split_gain=14.6545 15.6614 15.6345 15.9846 15.8369 17.0307 15.5887 16.2968 15.7145 15.5162 17.2956 18.3709 16.5625 16.753 16.42 20.8336 16.8078 19.6515 17.9112 16.192 16.0372 15.9968 16.1993 15.5508 15.3011 16.5022 16.5449 15.1992 15.1457 15.0785
threshold=-0.86283290253235112 -0.63779424894106762 -0.87473648844905705 3.8671289613288442 1.0518754624258557 -1.6505790610122235 -0.099381921689977212 0.57141668675911783 -0.65130776101840682 -0.22349442171896466 0.4022431516292117 1.2664446904113931 1.7276124123398915 0.68308976018130074 2.3294386862928724 1.0000000180025095e-35 0.68035710697961627 2.2590761306568292 -0.71371399704395455 0.65150494356256483 1.42192876613358 2.0311249237259821 -1.667264630512564 -0.94480667173318389 -1.1252966607118571 -1.2877342338965787 1.2413848074118203 2.2873089397629531 0.083722651569164044 0.67914099567270736
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 7 8 -3 23 14 12 13 -12 16 -16 17 21 -18 28 -20 22 -11 -7 -6 26 -26 -24 -13 -5
right_child=-2 2 3 29 24 9 -8 -9 -10 10 11 19 -14 -15 15 -17 18 -19 20 -21 -22 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0057392910740010966 -0.00051801603521015353 -0.030282298927693851 -0.019788192251165734 -0.029165638830797227 0.047094509120557362 -0.0075117367437524916 0.019631026400803522 0.024877338458768328 0.0031821418661590615 0.058216906408919702 0.015389103233710351 -0.034620622240057373 -0.025500258341699375 -0.018823009902883367 -0.0096985673651933529 -0.12604532515796185 -0.015865243161819545 -0.071691216081526885 0.020468002387162239 -0.069861005847369415 -0.024696921171782474 0.053770020497280573 -0.0081446192345004578 0.0052826980119874845 -0.021413478326393398 0.011400556662324928 0.06025521123702559 -0.046329076152432355 0.023748955621107348 0.021415427445790419
leaf_count=3225 332372 223 508 360 154 1264 1338 282 687 37 1654 110 157 190 43 38 324 66 685 65 102 42 3217 11510 291 2631 26 148 97 85
internal_value=0 0.0410826 0.0575332 0.0404325 0.0480963 0.0266185 0.223017 0.0453892 -0.097215 0.0359934 -0.046099 0.109761 0.181773 0.238248 -0.12067 -1.12458 -0.10442 -0.178353 0.125101 -0.419985 0.292868 -0.15746 -0.175067 0.0809151 0.198061 0.164666 -0.277252 -0.191714 -0.13247 -0.376106
internal_count=361931 29559 26334 23804 23359 20257 2530 1192 910 19749 6975 2273 2001 1844 4702 81 4621 3510 1111 272 787 3444 3402 12774 3102 2948 317 3365 207 445
shrinkage=0.05


Tree=3023
num_leaves=31
num_cat=0
split_feature=728 1020 607 955 1173 1191 761 572 1460 143 491 1188 417 708 702 1331 78 1052 423 897 828 430 0 503 362 646 902 572 970 1255
split_gain=14.7769 16.8746 17.3848 18.4964 18.6174 19.0669 17.7908 17.9569 24.24 17.8986 24.3351 26.1432 17.8795 17.7816 19.1306 17.534 19.2699 17.483 19.5631 18.9457 18.2917 18.7927 17.984 17.9688 17.922 20.2531 23.8749 17.2597 21.425 17.2504
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0214921909564021 2.3308467365638124 0.69260094790369564 -0.65980133340224845 0.29130569890478569 2.0053856890330382 1.0012333990267608 0.37556234887408152 0.14430168232122595 0.043050090802097693 1.5309416402958642 0.73921663161214024 0.93617794594030113 -1.0087432181754517 -0.78961991513271834 0.96703610250391681 -1.041529603941888 3.6478620742481156 0.75929355538023924 3.0692814014363488 0.75120697869761222 -0.87548083765801943 0.65501947738862853 1.0000000180025095e-35 -0.97737351671546213 2.9387984209022848 -0.35022635963261101 -0.60872406004465762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 13 6 5 -5 7 15 -9 10 -8 -12 29 17 -15 16 -4 18 23 20 21 -20 -23 -3 -25 -26 -27 -19 -29 -13
right_child=1 2 3 4 -6 -7 9 8 -10 -11 11 12 -14 14 -16 -17 -18 27 19 -21 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=0.00017790840507162355 -0.0035557059660708424 0.0089952326861358345 -0.042512714732984583 0.1015451911684131 -0.025015908112297522 0.021034767847363481 -0.0082279601087562743 0.0054447577526579305 0.12143689773472499 -0.015861553092837558 0.00028786316282889129 -0.009593074385272753 -0.034359201147583132 -0.0031478692448724979 -0.02373955654205567 -0.014817255437311192 0.032486212091298462 -0.0052901825263280133 0.003905748102396358 0.063276633751003827 -0.0023042763350701765 0.039513249806710227 -0.048437132837766607 -0.015518352327182558 -0.0096977572814488395 0.13603139749850915 0.02014820137160242 0.075901709289283692 -0.015122619494137721 0.055052090527591725
leaf_count=252841 47529 912 81 50 120 242 921 179 29 687 503 77 42 4986 863 4756 244 7559 27908 62 7470 301 39 2345 448 24 208 71 95 339
internal_value=0 -0.0308486 -0.00589773 -0.113535 0.410201 0.729027 -0.140477 -0.227784 0.520047 0.0229709 0.144174 0.390452 0.772165 0.00967678 -0.130597 -0.257332 0.317578 0.0236692 0.0426944 0.0598028 0.0573349 0.0851702 0.617202 -0.119789 -0.209222 0.133952 0.659441 -0.0878831 0.71455 0.909264
internal_count=361931 109090 61561 8270 412 292 7858 5289 208 2569 1882 961 458 53291 5849 5081 325 47442 39717 35780 35718 28248 340 3937 3025 680 232 7725 166 416
shrinkage=0.05


Tree=3024
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 712 647 590 730 783 514 934 603 660 639 8 771 519 690 788 268 1434 629 759 980 345 776 516 1388 143
split_gain=36.199 30.8943 26.868 30.226 25.2676 24.5757 23.0607 59.5247 20.24 35.2908 28.7186 28.3011 23.4004 25.7781 20.978 20.805 20.2137 20.1371 36.5781 23.5659 24.5527 23.2745 21.0636 21.0683 20.3532 20.0626 20.0071 19.7985 23.0941 20.7873
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.63779424894106762 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 0.11942102837874842 -1.298475463871557 1.5265272373495906 2.1420547332082829 -0.71273714151071044 1.0000000180025095e-35 1.0000000180025095e-35 1.2225103502844616 -0.18172459037505673 -0.067110420416217217 0.7156833627209479 0.46293354690950167 0.84733673449024149 1.0000000180025095e-35 -1.0974244528964057 0.070797244804989917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 16 8 -5 -1 7 -3 9 10 -4 12 13 -10 25 -15 17 -2 21 24 -21 -19 -22 -24 -20 -13 -26 -11 29 -29
right_child=1 6 3 4 -6 -7 -8 -9 11 27 -12 14 -14 15 -16 -17 -18 18 19 20 22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00013909388172511281 -3.0610980483329882e-05 -7.3931546066367736e-05 4.3133818460398883e-05 -0.00011915949689987075 0.00020406382971063311 7.0954104773366088e-05 -7.7249143530353827e-05 0.00042768238262231689 0.00015867737405361824 -0.00017599091891010982 0.00042848791447704662 -6.6290806902264139e-05 -3.9526615547080725e-06 -0.00045197799795540494 -0.00032597230124339275 0.00061871603311799181 -0.00018958255234672856 -0.00021414471099734188 9.332761517047902e-05 0.00029390963581330616 -0.00031013287972561751 0.00052954532283784931 -0.00016117331138332131 0.00049763202572168034 -0.00015012449212262771 0.00035066591985892574 -0.0016365832435244535 -0.00057634428943155751 5.754756607466734e-06 7.1141380845673075e-05
leaf_count=3225 173498 4821 6880 1294 6301 26334 93730 1384 2134 6979 1041 2024 1982 101 1064 996 3938 2634 3518 3617 653 179 392 419 1400 644 43 822 9487 397
internal_value=0 -0.0283971 -0.0153231 0.0340918 0.154103 0.051895 -0.0676946 0.0707099 0.0056203 -0.0264641 0.0954009 0.0938516 0.194587 0.298624 -0.0534995 0.552231 -0.0273735 -0.0240167 0.0545726 0.110571 0.210651 -0.164143 -0.0222668 0.196568 0.0115405 0.0436242 -0.192035 -0.0816958 -0.0255956 -0.345692
internal_count=361931 332372 232437 42146 7595 29559 99935 6205 34551 25606 7921 8945 5213 3231 3732 1097 190291 186353 12855 10042 5081 2813 1464 811 4961 2668 1443 17685 10706 1219
shrinkage=0.000980392


Tree=3025
num_leaves=31
num_cat=0
split_feature=470 257 56 809 531 84 279 561 212 146 794 421 1459 1459 973 67 539 341 47 1446 416 294 931 1258 1463 76 808 774 340 1467
split_gain=14.5314 24.6577 24.3515 24.1078 21.7869 21.3065 20.8383 20.0203 18.8449 24.8872 18.3549 21.5901 18.5147 19.8498 18.2411 17.9663 18.3514 17.9433 17.8851 17.7317 17.61 20.6178 19.3787 34.3599 17.8515 19.7539 17.4311 17.2741 17.176 17.9823
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6518864604429058 1.9322150810946037 -0.42872821225360697 0.67399173339163976 -0.80980138826440073 -1.3736869561134635 2.5346216866488023 2.2041218380651819 0.49349043651487579 2.2026343062995877 3.1432092017278728 -0.78067599556407707 0.77035905420283102 1.0000000180025095e-35 -0.39812310024353242 4.0554879421170904 0.9837901503785399 0.98278507639343149 -0.5589999998115317 -0.97884380478572852 -0.46993772424332264 -0.48722323583992277 1.7666299322775212 1.2180576537285257 1.1907915763295851 1.3931997016493665 4.9045057535508354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 14 -7 8 9 -3 26 12 20 -14 -4 18 28 -8 -9 -18 22 -22 23 -12 25 27 -1 -24 29 -17
right_child=-2 7 3 -5 -6 6 17 15 -10 -11 11 -13 13 -15 -16 16 19 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0045224848204482478 0.00035889372359779122 -0.014703704616343006 0.0075564168885307653 0.033920470052506153 -0.018554195803198097 0.00080784505706490745 0.015431005318159982 -0.001926718410707012 0.0040655375338684366 0.050514426819188385 0.24199890893070786 -0.015829342175551594 0.090134934464053157 -0.063412634548401334 -0.01073859885900201 0.0052382851116459369 -0.027411640394524955 -0.017517181180427662 0.04345842107443898 0.02159065242325196 0.079515866440474509 0.014510946187953514 0.0088802737222121574 -0.003809658422541916 -0.012115607470669337 0.15229825973182659 -0.013808032254043737 0.12555625528292466 -0.01613650743344823 -0.035584520372875586
leaf_count=51588 191352 1391 1277 239 1114 9605 2389 58141 18404 71 23 861 53 21 4423 10260 417 340 86 101 107 292 601 40 956 33 6964 22 646 114
internal_value=0 -0.0231028 -0.0619424 0.0135867 0.00152893 0.021324 0.0732762 0.000435582 0.0634485 -0.208613 -0.0936209 0.122344 0.254194 1.31138 -0.124896 -0.0184834 0.0581167 0.249562 -0.0366432 -0.340307 0.193148 0.68208 0.0603516 1.8346 0.00914393 0.351591 -0.105474 0.268064 0.0767256 0.0949089
internal_count=361931 170579 80948 19387 19148 18034 12334 89631 19866 1462 61561 3009 2148 74 5700 69765 11538 2729 58227 518 2074 399 1675 63 1612 656 58552 623 11020 10374
shrinkage=0.05


Tree=3026
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 727 1362 1002 209 284 730 783 514 934 603 660 639 497 841 1 345 1388 77 355 516 356 519 690
split_gain=31.9279 24.5411 25.3755 27.536 24.2449 24.0906 58.7014 20.8498 20.7633 20.6261 23.9199 19.0443 18.983 32.4414 28.1545 26.6688 22.1587 23.6354 21.5971 20.6435 20.1571 19.5062 22.6697 19.1201 19.1193 19.4558 19.0198 18.8578 18.8186 36.7408
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0087403405179345 0.69854289147193727 0.23696906566319156 -1.5898347461846811 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 0.11942102837874842 2.5623266075722904 -0.9044885654577105 -0.085195862056590105 0.41304784654229448 -1.1576935568052567 2.9099064166536119 2.6668565894432761 1.0000000180025095e-35 -0.88459116152366701 2.1420547332082829 -0.55036963499547997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 11 -5 6 -3 -1 28 -6 -11 -4 13 14 -13 16 17 -14 20 23 -17 22 -22 -15 25 26 -25 -8 -2 -30
right_child=1 5 3 4 9 -7 27 -9 -10 10 -12 12 15 19 -16 18 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.4830936564391384e-05 -2.3376797394817244e-05 -6.3130460915245221e-05 -0.00030244206522346269 -0.00011880351609702274 0.00024848657756436484 -7.0451322989296814e-05 -0.00021006095391925202 9.9848299473712996e-05 -8.7194791740587621e-05 -0.00041464351302965231 0.00023541631642903457 4.9882019572025493e-05 0.00016846440770519922 -0.00032343246829128896 0.00043611833982995534 -0.00031742323448131907 4.9851533864781698e-06 0.00054090461306462959 -0.00032447009248485592 0.00043266295201883437 0.00011608564890673147 -0.00013306079239930603 0.00071089611532887495 -0.00017295557631979389 0.0010365760085254781 0.00060607596368743083 -1.3423519882449009e-05 0.00052382684712117726 -0.0001344509419787042 0.00012952004551265007
leaf_count=12551 149885 4821 1203 1294 5339 93730 198 17008 29021 480 482 6682 2057 1761 995 567 1904 1055 1027 321 869 744 356 5828 58 194 8930 1186 3021 8364
internal_value=0 -0.0254146 -0.0137629 0.034292 0.148954 -0.0605009 0.0812104 0.0500881 -0.0254806 0.201966 -0.0810734 0.00710844 0.0155583 -0.0157983 0.102264 0.102601 0.201729 0.304424 -0.0434558 -0.0695386 0.0574144 0.153334 0.306544 -0.0810391 -0.0586812 -0.0641146 -0.073202 0.444226 -0.0164496 0.063788
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 190291 6301 962 34551 33348 24769 7677 8579 5016 3112 3563 17092 2536 1969 1225 16771 15010 14952 14758 1384 161270 11385
shrinkage=0.000980392


Tree=3027
num_leaves=31
num_cat=0
split_feature=129 21 565 536 775 457 848 565 1108 222 1250 975 1450 428 607 1311 623 1323 904 1456 675 770 215 1454 1124 568 1244 831 1391 557
split_gain=14.4945 16.5833 24.6454 28.949 23.0453 21.3543 21.0708 19.8036 19.2355 18.6878 23.8232 22.3861 19.6694 18.3933 18.2805 20.1046 22.1503 19.7514 18.4162 17.9804 18.3158 17.9365 17.5143 17.2862 17.0715 19.2023 20.5323 18.7098 34.5121 20.7304
threshold=1.0000000180025095e-35 0.81122649975724037 -0.081357291070974669 1.370997289229714 2.7520867491323169 1.0000000180025095e-35 -0.36391605001064914 -0.01836841794405596 1.6252281445609669 0.14934172199590925 1.6252310069803131 0.40316253276940434 -0.35950514493807501 -0.17578432901523741 1.0000000180025095e-35 -0.063211802352342181 0.23686620513907888 2.0866223012395229 -1.344849876394161 2.7040346601522836 2.1576879949891059 -0.19319816742178572 0.9058243264606809 -0.33546787509067016 -0.86187558220781657 2.3841931016476976 -0.25107027369257678 -0.35771329896546883 1.5394831899467403 -0.71722927417280902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 6 14 8 -7 22 10 -2 -12 -11 -13 15 18 -17 -18 -3 20 -14 -8 23 -5 27 -26 -27 28 29 -4
right_child=1 5 24 4 -6 7 21 -9 -10 12 11 13 19 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-3.0176081965691746e-06 -0.007203011947444291 0.080786779018300822 0.017307460665859666 -0.021288481874294139 0.08385875093795582 0.00093361338700675251 0.013365708799242699 -0.035571081911632857 0.073068089058257207 -0.023392155671944699 0.026838419080487459 -0.05262878591773365 -0.012061872037762732 0.022965951272685949 -0.0016214939129026184 0.029118404076357619 -0.0064716913216286967 0.073421985376420917 3.0877295563825135e-06 0.031783407384272898 0.043235671805851514 -0.022901036083888979 0.043896792965966887 0.02103589345058568 -0.002510345143707448 0.070031675848145361 -0.0011943136182499697 0.015900508640357965 0.074216436899464638 -0.024709784025761575
leaf_count=313844 12129 34 284 324 48 603 422 456 86 2678 586 171 3750 81 2911 999 432 37 1516 155 75 662 158 343 16438 114 136 1674 73 712
internal_value=0 -0.04765 -0.0705157 -0.137582 0.157782 0.0532101 0.106718 -0.300902 0.374271 -0.17219 -0.108142 0.29909 -0.287289 -0.414388 0.0985889 0.217037 0.398156 0.0075927 0.0376115 -0.167089 -0.208255 -0.16733 0.252583 0.0384133 -0.00782462 -0.0392807 0.642665 0.171306 -0.110501 -0.250171
internal_count=361931 48087 41099 21668 2043 6988 1995 1059 911 19625 12967 838 6658 252 5929 3018 1468 469 1550 3980 3825 1084 825 667 19431 16688 250 2743 1069 996
shrinkage=0.05


Tree=3028
num_leaves=31
num_cat=0
split_feature=181 837 567 148 499 292 775 702 1243 21 1323 592 860 1450 9 170 1118 1104 516 78 1310 224 740 657 984 1461 626 428 816 21
split_gain=14.2226 16.4509 28.9194 21.8166 21.5554 19.067 18.7873 20.4541 21.3193 20.5006 19.6523 19.3919 22.9526 20.7963 21.8657 19.7827 23.282 20.2156 21.5205 22.8217 20.897 19.0356 18.9884 24.95 20.6534 19.2456 20.5111 20.1701 22.5456 23.0686
threshold=1.0000000180025095e-35 0.64384972645585192 0.98191358321475442 -0.43311615753935567 2.5723621594751678 -0.2724553895314839 1.2885360410936924 2.308762323842084 0.22991414747585318 -1.8362818876253988 3.1011166587218653 -0.59494694347224619 1.0000000180025095e-35 -0.33386868244407664 -1.0056686142654268 2.666033615839186 -0.27077717019774999 0.36853502175312608 1.0000000180025095e-35 1.5454563401532913 0.70636653821702478 -1.0762751356854554 2.6399776226761449 -0.29429909822911982 -0.87958274139331283 3.9993613276323443 -1.2208502763653521 -0.63505054966787111 2.2619250002047715 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -6 7 8 22 -10 11 12 15 14 -13 17 -17 21 20 -20 -19 -11 25 24 -24 27 -27 -1 -29 -30
right_child=-2 2 -4 4 5 -7 -8 -9 9 10 -12 13 -14 -15 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.00061118697652954765 -0.0018772324861814839 0.00022878106672624232 0.0042711362627659358 -0.0051863619200547056 -0.0034590068405246179 0.044919012665615154 -0.0026166531190617509 -0.0074035871743513551 0.014610267010069409 -0.021937071785499564 0.043123236026480279 -0.016566028230635157 -0.012677337414710853 -0.000179681437592124 -0.0039560420700154213 -0.018926201093086958 0.07296753470812542 -0.0078651389998991225 0.017428595197142734 0.065247122248739117 0.03879463335078126 0.0028843410957467954 -0.037622212227680661 -0.0117434157077716 0.011197301406051657 -0.036514849707628569 0.014201114078813025 0.0028938993818309134 0.0070047465676363252 -0.010171207436585204
leaf_count=37123 75166 20345 9150 33497 263 245 22835 3762 1149 444 128 2350 1155 23933 17906 59 100 825 1175 122 145 4542 107 2650 1018 108 1960 95464 1208 2997
internal_value=0 0.00165742 -0.0333962 -0.0560641 -0.0959636 0.414551 0.0103121 0.0172081 0.0203671 -0.0199898 -0.0267145 -0.0290267 0.0702031 -0.049524 -0.106824 0.113638 0.888693 0.0959023 0.27077 0.445026 -0.00381585 0.0137363 0.0341093 -0.115183 0.136776 0.0385446 0.239058 0.0350981 0.0506662 -0.101084
internal_count=361931 286765 63500 54350 34005 508 223265 200430 196668 54033 52884 52756 8567 44189 20256 7412 159 7253 2267 1297 970 4986 142635 3775 1125 138860 2068 136792 99669 4205
shrinkage=0.05


Tree=3029
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 728 859 356 284 771 788 519 138 644 1234 608 1380 927 825 488 981 1047 714 513 1457 695 500 588
split_gain=33.8994 22.6749 23.1626 26.017 22.1441 21.7819 56.324 19.8267 19.2845 18.7963 18.6907 18.536 18.4298 43.8016 41.5075 35.9988 31.0392 24.4194 25.8968 24.2784 26.8064 21.712 21.4218 27.369 25.5327 33.5147 28.7862 26.9709 26.7672 26.2794
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 -0.98545034728205338 -0.88459116152366701 -1.5898347461846811 1.1328087716545792 0.38349571241217301 0.65569131416984383 -1.2874819588445465 -0.34929633066952553 1.0000000180025095e-35 1.6529830500154947 -1.5232718303132244 2.0943578565502325 -0.70295162464487337 -0.98578511835803806 1.5547011264505639 2.5785020864136827 1.0000000180025095e-35 1.0454229551509682 5.4378793078107464 1.0566345176742331 1.9023563235003114 2.250834115212506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 12 10 -5 6 -3 -1 -6 -8 -4 -10 22 15 -15 -14 -16 18 -17 20 -18 -20 24 -24 25 27 29 -2 -29 -26
right_child=1 5 3 4 8 -7 9 -9 11 -11 -12 -13 13 14 16 17 19 -19 21 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00011159247353151448 1.6202430266530905e-05 -6.3788096915249826e-05 -0.00029955452977905775 -0.00011082978582448967 0.00046984504678637581 -6.6519113871691242e-05 -0.00021927807747913319 7.2206007801900991e-05 0.00017262968500013511 0.00051265985069114529 1.5537846634115208e-05 -0.00039020943837577083 3.7054863593998628e-05 -0.0003867336914550036 0.0002645019950281141 -0.00051488866133954933 -0.0001060775957434523 0.00026796233022864083 -0.00027547855583821921 -0.00063194445275342433 0.0002643167956184965 -5.8917003503959349e-05 2.6400673618188744e-05 0.00050207042916300534 -8.0546454979744212e-05 -0.00018072428455346288 0.00050714239324932875 0.00022020116456680981 0.0013146855465610671 7.0222593238550548e-05
leaf_count=3396 25519 4821 1203 1294 993 93730 198 26163 5040 1186 33348 268 24623 692 5562 1106 2144 740 3863 243 1536 19638 10698 507 82403 3702 351 1660 99 5205
internal_value=0 -0.0232351 -0.0120342 0.0339021 0.145486 -0.0570169 0.0777397 0.0545836 0.196183 0.432993 0.00747996 0.147951 -0.0232385 0.0105404 0.136587 -0.0205792 0.171937 -0.0894385 -0.105822 0.0189283 0.064178 -0.0901136 -0.0383191 0.0519067 -0.0478114 0.00794893 -0.0680444 0.036875 0.289938 -0.071006
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 6301 1384 34551 5308 190291 60147 10177 49970 9485 25347 24607 3923 3680 23501 130144 11205 118939 30980 87959 27278 1759 87608
shrinkage=0.000980392


Tree=3030
num_leaves=31
num_cat=0
split_feature=785 728 1080 195 791 1165 513 725 803 861 965 741 519 261 637 63 141 981 1047 993 1106 432 354 745 1467 980 1103 369 225 782
split_gain=35.7507 23.602 22.3458 23.6344 23.4473 39.9218 46.065 37.75 46.9344 37.1856 33.5972 29.6579 28.2116 29.1192 24.5273 23.9682 23.7905 23.5598 30.2453 27.7299 31.7651 24.8778 24.834 24.0034 24.9803 22.6615 23.4363 22.1813 22.0782 21.8359
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.3909106807663625 1.0000000180025095e-35 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 0.10980254379742337 -0.65696253498209489 2.1420547332082829 1.0000000180025095e-35 2.2759883239941403 1.6358667268722165 -0.90665806688643691 1.9803212314877492 2.2054433403887272 -0.89727091510114898 -1.0034410217255807 0.24545596952680551 1.3851549945161543 1.0191313245711819 3.2089320700182484 0.8459958039682004 0.84977095461526109 1.0000000180025095e-35 0.43361559371377273 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 9 10 12 -6 14 -7 17 -14 -2 29 -8 19 21 20 28 -19 -22 24 -21 26 -15 -27 -9 -11
right_child=1 -3 3 -5 5 11 16 8 -10 15 -12 -13 13 25 -16 -17 -18 18 -20 23 22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=5.2263596230825817e-05 6.9512743529239881e-05 -5.9730583440303447e-05 0.0001248241694371836 -0.00027159522181833135 -6.6157757753898606e-05 7.8820405840390422e-05 -0.0001057404887335414 -0.00045585728225175088 0.0001217671701496989 0.00023735695941384387 -4.7418334119275357e-05 -8.7915089451560065e-05 -8.4789978935421607e-05 0.00030483688831471547 0.00046763696772650674 -9.4303389236934996e-05 0.00028930584017579651 -6.3125696123916462e-05 0.00056271731871832562 -9.122405140360306e-05 1.9778993577222592e-05 0.00041828980813592934 0.00035901712306771357 -0.00020224205655862982 0.00020638955360114297 0.0002025116105152486 -0.0001468291662006501 -0.00038655549442409695 0.00028416880279372381 6.6309482550315032e-05
leaf_count=29559 20091 99935 7247 689 14344 6720 767 1448 6074 4753 17252 24866 3755 2838 743 3268 4402 3226 452 73185 8983 673 1328 10705 1188 478 565 529 424 11444
internal_value=0 -0.0265214 -0.0151051 0.0926721 -0.0197003 0.0151832 0.0619231 -0.0352326 -0.0558273 0.0282458 0.025984 -0.0488811 -0.0674633 0.0466132 0.0859333 0.0882035 0.23937 -0.0792146 0.0783859 -0.0870497 0.0194278 0.0108468 0.0631016 -0.101378 -0.0870958 0.157927 0.237485 -0.108203 -0.317958 0.120833
internal_count=361931 332372 232437 7936 224501 70564 38978 153937 115851 33809 38086 31586 109777 8165 20834 19465 5169 101612 4351 97261 12183 3899 10311 85078 74373 4410 3403 1007 1872 16197
shrinkage=0.000980392


Tree=3031
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 859 1022 146 462 706 1441 785 513 688 635 771 356 284 1151 1452 87 206 635 86 215 1324 724 783
split_gain=27.898 23.9991 24.136 25.7293 22.959 21.4723 54.7839 19.977 18.755 21.4966 20.5487 25.1165 19.5837 19.1693 21.0251 18.8216 18.7106 18.6368 18.6036 18.5756 18.4604 19.4773 27.0684 30.5529 23.9359 20.9337 20.1473 18.451 18.4195 29.1565
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.7353186015506989 1.7193014468115779 2.9970139449733542 1.0454229551509682 3.4596073120309021 -0.30705645097117101 1.1328087716545792 -0.88459116152366701 -1.5898347461846811 3.3566824307941974 -0.37562364135483328 2.6353602884787981 0.10854734346751431 -1.0078220877720911 -0.67931036193319849 -0.37410903536497792 -1.5495998461925984 -1.372772149376732 1.1155635910225459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 19 -5 6 -3 -6 9 10 12 16 -2 -10 15 -15 -12 -9 -8 -4 21 22 -14 24 -24 -23 -27 -16 -21 -30
right_child=1 5 3 4 7 -7 18 17 13 -11 11 -13 20 14 27 -17 -18 -19 -20 28 -22 25 23 -25 -26 26 -28 -29 29 -31
leaf_value=5.0623900613928411e-05 -3.8134450886992474e-05 -5.97784329445505e-05 -0.00029362086226675862 -0.00011071498786997492 0.00048015455635373863 -6.3343409704105718e-05 -0.00021871225933608985 0.00017751040442909975 -6.4889097984241077e-06 0.00030015237848293822 -0.00037998312394135151 -0.00070918803786189399 -0.00044962246163669404 3.8977902889235704e-05 -0.0012066682207623146 0.0013006344995323412 0.002975652981311706 -0.00038679273744664369 0.00050987649372096031 0.00010673373877518232 0.00060730689062698314 -0.00040991332351954717 0.0068533511357336064 -0.0009009312311916484 0.0016838984591884185 -0.00026434415363522912 0.00022776302678272694 0.00046926269329281879 0.0001005962999240809 -5.8538308469268962e-05
leaf_count=29559 79833 4821 1203 1294 993 93730 198 5040 98491 802 24 596 2492 3595 35 39 22 268 1186 8372 126 948 20 39 35 1052 1301 841 7737 17239
internal_value=0 -0.0190543 -0.00752073 0.0394052 0.150365 -0.0538437 0.0800778 0.201989 -0.018971 -0.0468251 -0.051031 -0.557537 -0.0481958 -0.000323798 0.140469 0.0603524 1.34395 0.152833 0.430571 0.0130876 -0.196202 -0.223109 -0.408224 1.19655 2.61375 -0.0938953 0.0407453 0.423977 0.0214321 -0.00893799
internal_count=361931 332372 232437 42146 7595 99935 6205 6301 190291 87290 86488 642 85846 103001 4510 3634 46 5308 1384 34551 6013 5887 2586 94 55 3301 2353 876 33348 24976
shrinkage=0.000980392


Tree=3032
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 791 746 691 789 1256 813 1452 1470 1464 858 1451 1450 1362 339 1459 628 1465 706 355 924 858 712
split_gain=49.3243 33.4726 44.8756 32.9943 31.309 39.772 36.4205 62.9299 31.6366 34.925 28.2601 26.8935 25.9413 25.861 25.6677 46.3089 31.2158 24.882 24.766 34.5111 27.8383 24.4993 25.7252 24.9027 24.1246 23.7704 25.6449 23.0691 23.0344 23.018
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.66766320980544069 0.29073615932568342 1.1248358748350926 -1.3494139952004127 2.1641256470006294 0.075388382208316021 0.88064864201853632 0.20321792824597815 1.0825608069246189 -0.62073360516980247 0.047327385624152674 1.0000000180025095e-35 -0.63586223425159905 -0.1588990411266856 0.15635175497665069 1.4270952891077759 0.85558832110916161 1.4218347872305723 1.8999064755685127 1.0825608069246189 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 25 11 14 6 8 -8 13 10 29 -4 -11 -6 21 -16 18 -9 19 -17 -21 22 24 -24 -2 -3 -27 -7 -5 -10
right_child=1 2 3 28 5 27 7 17 9 12 -12 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=6.2098677334853381e-05 0.00015013179514776349 -0.00014333481721284734 0.00028812176892278868 6.1360324995513528e-05 -7.44167717039671e-05 -0.00010506086467451551 -1.2644072275789779e-05 0.00030555460644324711 -8.146526300542307e-05 -0.00048009303586211564 -0.00012898155528539215 -4.7244016138110051e-05 0.00016354694593906526 0.00010371445503310185 3.2348777162254251e-05 -0.00029589189699090782 -0.0002281040496320914 -0.00015665354530144371 0.00061433794925571414 0.00026442051984843596 0.001932057669856923 -7.3026098825835619e-05 -0.0001559680153938237 0.00012149523771321413 -0.00044248954516001832 2.0519164908967851e-05 0.00066454985267534066 6.0269816482759944e-05 -0.00034021585756315937 6.6587403420238043e-05
leaf_count=29559 7890 6191 5244 5055 94773 79939 18652 4493 10031 380 11858 1127 6711 3837 18541 442 368 566 1320 141 64 23312 4345 2433 327 2965 291 5325 645 15106
internal_value=0 -0.0302206 0.049181 0.128984 -0.0372088 -0.0494704 -0.0298969 0.0502133 -0.0446592 0.00819723 -0.0251726 0.230333 0.140869 -0.0676757 0.00884512 0.0704259 0.35934 0.258297 0.466697 0.0942298 0.791959 -0.0269087 0.0429066 -0.0587308 0.12758 -0.066057 0.0824929 -0.0958757 0.0160696 0.0169691
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 44086 36995 6371 7091 98610 59183 20876 2335 5059 1967 647 205 38307 14995 6778 8217 9447 3256 85264 5700 25137
shrinkage=0.000980392


Tree=3033
num_leaves=31
num_cat=0
split_feature=785 727 592 986 500 1454 1450 1464 1113 1452 1449 361 1450 1469 4 1467 21 1450 1387 1310 1465 1454 447 21 1469 149 501 283 151 1045
split_gain=15.0363 15.246 15.4784 16.5497 16.1916 15.449 19.6403 19.5483 19.9043 18.9051 20.006 21.5108 19.2652 17.8091 17.4244 17.1703 19.0884 19.0372 18.1029 17.9205 16.8233 19.4241 23.6483 19.2167 17.7033 19.5657 18.4964 17.5741 16.9865 16.8743
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.59494694347224619 2.2069187185517687 -0.63430413448195444 -0.54601782800142706 0.88343564287383192 0.2602645535820674 2.3223340634753464 -0.28303155908371852 -0.4886477565438177 -0.40878014589133055 0.48676867236521493 -1.3460032622719822 -1.2407317667223481 0.21552738075700384 -0.32341995197817647 -0.33386868244407664 -0.62076816969971238 0.85221310825301255 -0.51923091368911811 0.54504201778324368 0.59972846529787971 1.189441983669046 -0.1382371627611009 1.0446372895977674 -0.75262230161962451 -0.8245830862077107 -0.13666031407462378 1.1725772473524609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 8 9 10 11 -3 -13 -7 -12 16 -11 18 -18 -19 23 -22 -23 24 -15 26 -26 -24 -29 -28
right_child=-2 5 4 -5 -6 13 -8 -9 -10 15 14 12 -14 20 -16 -17 17 19 -20 -21 21 22 27 -25 25 -27 29 28 -30 -31
leaf_value=0.0049690946063898744 -0.00052652417257425632 0.011774461040264465 -0.0097950274327645512 0.047823522023821806 -9.2218312432991808e-06 -0.088381066588254453 0.031645135016214618 0.01313351200441841 -0.055288903523487656 -0.039197127020266363 -0.075868360622671424 -0.017901961281509015 -0.10605475416240305 0.0041319702237493363 0.010534250730744391 0.011429281858864569 -0.051764802584865849 0.00016480667482858958 -0.0089342791348159863 0.07097578116634877 0.013455710052190276 0.0077730785034720064 -0.054932931521027434 0.019600326084742103 0.031047134551304117 -0.057026301619652955 -0.019307811654964355 0.015883529282038643 -0.026383250903353035 0.028894522001445894
leaf_count=2355 332372 336 2695 92 7409 29 222 876 91 403 28 621 36 1652 1641 269 178 252 384 47 5516 1919 139 633 136 119 859 228 293 101
internal_value=0 0.0415936 -0.0143404 0.136499 -0.0522099 0.0862501 -0.00984406 -0.0371114 -0.0977686 -0.0756841 0.0351048 -0.210081 -0.441669 0.133619 0.181338 -0.270713 -0.379206 -0.198083 -0.433604 0.251257 0.137739 0.194596 0.0296014 0.00730373 -0.065233 -0.271861 -0.178665 -0.352667 -0.159166 -0.284645
internal_count=361931 29559 12551 2447 10104 17008 5384 5162 4286 4195 2662 993 657 11624 1669 1533 1264 861 562 299 11595 8095 2579 3500 2867 1215 1096 660 521 960
shrinkage=0.05


Tree=3034
num_leaves=31
num_cat=0
split_feature=785 728 519 727 382 789 967 873 126 872 773 427 791 715 803 965 993 896 981 1047 513 1182 697 398 488 418 858 578 861 209
split_gain=42.1408 31.5151 26.1634 45.7943 30.3452 27.9022 24.9634 25.6001 25.537 24.0193 27.7088 23.6348 25.1291 42.1966 44.9357 31.7449 29.3792 27.854 26.698 29.441 26.1904 25.0161 26.6201 23.8384 27.2357 24.3376 23.4407 23.4301 22.8892 22.6867
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.3545109027618707 2.242218440812676 1.402259659649604 1.0000000180025095e-35 -0.064011714938043404 -1.348160153145215 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 0.10980254379742337 -0.89727091510114898 -0.43454379769620094 1.3135164002628257 2.2054433403887272 2.0831197595613671 0.16200095082984103 1.6146804744781753 1.0000000180025095e-35 -0.79771942582300526 1.4262999823999041 1.0825608069246189 -0.87905496296652397 1.0000000180025095e-35 1.3930109656029248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 29 7 11 9 10 -9 -2 13 15 16 -13 17 -15 -18 -20 21 22 23 24 -14 -25 -6 -22 -26 -5
right_child=1 -3 3 4 26 -7 -8 8 -10 -11 -12 12 20 14 -16 -17 18 -19 19 -21 27 -23 -24 25 28 -27 -28 -29 -30 -31
leaf_value=5.6221916585704453e-05 -0.00011519844976993259 -6.7482511261056293e-05 -0.00013962689521937124 0.00031920338057903031 6.153905547552792e-05 -6.1019632274649649e-05 -9.9195006656098905e-05 0.00022685368186407595 -0.00031582625975875943 0.00024649247103254263 -0.00018219897529738228 0.0001069595911319222 -0.00016267645502902501 0.00021160474277048577 0.0001314484172732285 -4.0260020778638945e-05 -0.00010096659834009806 -4.0346657339977761e-05 -2.0830047370098972e-05 0.0003651761430849324 -0.00045734236271082569 -5.8836679540383684e-05 -0.00025839442595008998 0.0001635384917421674 -4.7963847525162635e-05 -0.00027594207095525382 -0.00034361004069984047 0.000230730923605162 0.00012390975480281382 -0.00017790610859662101
leaf_count=29559 16120 99935 3824 4829 5055 1127 21958 1206 560 3659 1595 15280 3923 3254 5088 12610 64346 6800 9798 893 210 17943 1526 10804 6721 741 645 3381 8126 415
internal_value=0 -0.0291994 -0.0160189 0.0644266 0.124078 0.221427 -0.0232026 -0.0154999 0.106563 0.142807 -0.00312052 -0.0210445 -0.0142724 -0.0324583 -0.0565637 0.0423575 -0.0698836 0.048712 -0.0848607 0.0154399 0.0265993 0.01157 0.0481522 0.0616602 0.0125835 0.141822 0.0158695 0.193987 0.0531769 0.28629
internal_count=361931 332372 232437 15895 12071 6371 216542 194584 7020 6460 2801 187564 171444 118069 90179 27890 85091 10054 75037 10691 53375 49784 31841 30315 18770 11545 5700 3591 14847 5244
shrinkage=0.000980392


Tree=3035
num_leaves=31
num_cat=0
split_feature=728 659 705 497 1049 836 962 868 797 979 357 553 944 701 416 633 211 56 1104 556 689 484 907 1122 21 418 554 703 706 903
split_gain=14.512 16.6658 17.706 31.3376 21.1962 20.6109 20.4052 24.7759 25.9982 25.1088 24.2744 24.1378 22.365 21.4685 20.0911 19.7147 19.4248 18.4244 18.1844 21.07 19.3911 22.1586 20.4078 19.5101 18.8069 19.6723 21.7441 21.0031 24.2712 19.8511
threshold=1.0000000180025095e-35 0.62821384419828064 0.70592243731563598 2.4192885550665473 1.261689008203277 1.2211090690464732 0.78457125397875782 0.53022336195039899 1.0000000180025095e-35 1.2343378692277338 -1.2327249737626162 -1.0044799682253667 2.4192199611162013 2.0098928981195092 2.8670482182204191 -0.70323451536859705 -0.85881692266411858 1.0000000180025095e-35 -0.35912262658349597 1.0615556868388774 -0.64429193114355554 -0.2206966175991748 -0.78786109835250706 -0.98736297906657466 -0.70163543588998201 -0.98562826889725963 2.3470393691643809 0.048520352417744189 -0.34486521972324052 -0.45859664477256284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 6 15 -6 7 8 10 -9 13 -10 14 -4 -8 -5 -13 -16 19 -1 21 23 -23 -21 25 -20 27 -27 -29 -30
right_child=-2 -3 3 4 5 -7 12 9 11 -11 -12 16 -14 -15 17 -17 -18 -19 24 20 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0010397400316194258 -0.0015502237957512705 -0.0019717085114353346 -0.018484049332071272 0.00050627031913828206 0.0016478460532420199 -0.063897249881264398 -0.0038737358606422204 -0.0038023400086289699 0.017241884208330002 -0.036865154815703523 0.0050280161537199245 0.0076907627503351979 0.021446440827618415 0.062374587026199337 0.056588956949127682 0.022565659762808582 -0.003371684992877046 -0.0032750109969639737 0.011799670298613249 0.05901310110565338 -0.010748868344058318 0.059794811435987777 0.0090125132639495252 -0.016620402385559625 -0.00026936539846056655 -0.002514135125700475 0.023422802365466334 0.0096123508907863617 -0.015841928436350024 0.0025099442947617554
leaf_count=46183 109090 41024 961 616 650 59 16304 3280 827 369 33927 2216 446 37 125 1867 12901 130 3093 43 6816 151 464 565 57629 10527 577 6108 1126 3820
internal_value=0 0.00308466 0.0111452 0.0386264 0.245404 -0.0738679 0.0284548 0.0471334 0.0589214 -0.136806 0.0918842 -0.0145271 -0.0484722 -0.285592 -0.0653573 0.340441 -0.0347196 0.553385 -0.0046163 -0.0382008 -0.159881 0.122818 0.463813 -0.197196 0.0162261 0.0705085 0.0444677 0.0314655 0.0986008 -0.024742
internal_count=361931 252841 211817 74715 3192 709 71523 54518 50869 3649 34925 15944 17005 998 16559 2483 15117 255 137102 54222 8039 1223 615 608 82880 25251 22158 21581 11054 4946
shrinkage=0.05


Tree=3036
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 771 784 921 727 284 730 909 775 783 514 563 14 1251 69 552 20 78 495 495 1183 1117 1351 487 1248 712
split_gain=29.9577 25.8713 26.4876 23.8371 59.7742 21.9619 21.3881 24.3781 35.8716 19.8224 19.8185 26.7485 24.3284 23.6437 25.657 22.6865 21.3349 20.498 22.708 20.2577 22.9747 19.853 25.3972 19.0318 18.9286 18.7251 18.5968 18.4812 18.417 18.3274
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 1.4820751525130569 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -1.4950250354433621 -0.33215574005720661 2.2320253790698321 -1.2713275589443442 1.1155635910225459 1.2394703555346365 1.9757293484619793 -0.062135439933259484 1.3035526901492236 1.9925880698209684 1.0087578074614811 0.93185905702119143 0.049548114110691183 -0.93343232975080725 1.3913218631768285 0.46404114335864532 -1.2591097148690287 0.50562681004378673 -0.3634819306698383 0.53333278564842612 -0.63779424894106762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 5 4 -3 6 -2 9 28 -8 12 15 23 14 -14 17 -15 19 -19 27 -21 22 -18 24 -11 -6 -7 -12 -9 -1
right_child=1 3 -4 -5 25 26 7 8 -10 10 11 -13 13 16 -16 -17 21 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011759949751699301 -1.1726878570368991e-05 -6.5756204664364746e-05 -7.5545323803833474e-05 -7.102148325214358e-05 -0.00066328516976218381 -0.00011777511517589079 -0.00029143883050443544 -0.00038042683879179102 0.00022641057928598639 5.8780691338754042e-05 0.00019043805491025066 0.0006248597759270062 3.8494453623262476e-05 -0.00015382815282380369 0.00045305205644438661 0.00074644006257636164 -0.00048027931838668601 -0.00041200568871394656 0.001243286011002749 0.00053752584555024458 -0.00048419827642380765 -0.00012759942554205444 0.0001557447772743738 0.0017118215644429684 0.00086123168506861377 0.00048866496782181009 -0.00068426624006809105 -6.7189254081453695e-05 0.00020725948230760976 6.4421546027101055e-05
leaf_count=3225 157544 4821 35150 93730 93 4346 1202 752 5482 495 2235 388 5328 6925 753 202 367 629 35 670 121 2673 3489 45 193 1291 357 2710 346 26334
internal_value=0 -0.0251354 -0.0131694 -0.0611449 0.0797547 -0.00396957 -0.000361293 0.0475362 0.162913 0.0193834 0.0297595 0.127299 -0.00502255 -0.0191155 0.0926347 0.0931467 -0.0699769 0.0695564 -0.309157 0.108493 0.412516 0.0158761 0.110402 0.395867 0.299479 0.445999 -0.158476 0.0556311 -0.195294 0.0480309
internal_count=361931 332372 232437 99935 6205 197287 192584 35040 6580 28460 27258 6990 20268 19535 6081 6602 13454 6400 664 5736 791 6529 3856 733 688 1384 4703 4945 1098 29559
shrinkage=0.000980392


Tree=3037
num_leaves=31
num_cat=0
split_feature=1097 407 1470 317 332 119 678 810 808 602 1469 1449 1154 845 45 1442 1463 804 1455 1468 1361 1453 553 1467 1316 1254 1292 1452 1358 771
split_gain=27.0042 35.758 27.8586 24.7031 24.3859 49.428 28.4544 28.7215 32.5707 25.1717 23.8561 23.6335 23.2409 22.7192 22.6866 22.5785 22.1225 23.4701 22.0676 32.6166 22.6903 22.7777 22.3351 23.8874 21.1835 20.6194 20.5966 20.5161 32.2521 20.6294
threshold=-0.64966988391888181 -1.2965003005540392 -1.1417127449306028 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.65819684525605759 1.0000000180025095e-35 0.66849908449309148 -0.63393269545937792 0.74561756370782817 1.0000000180025095e-35 2.5665016583305249 2.9180075629947342 -0.962738934255707 -0.052537044703927886 1.0000000180025095e-35 1.3141790966806519 1.2465044061975814 1.0000000180025095e-35 1.2041679343814773 -0.43668820604038611 3.8567296589757825 3.082446281390649 -0.021704777156250212 0.56160999478305407 2.3445682831865544 1.3867751058191389 1.6852846831943531
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 11 -6 8 9 14 -7 12 13 -3 16 26 17 25 20 -20 21 -4 -22 -24 -21 -8 -9 29 -29 -12
right_child=1 4 18 -5 6 10 7 15 -10 -11 27 -13 -14 -15 -16 -17 -18 -19 19 24 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=5.1800297328857544e-05 -1.4599294281671756e-05 -0.00017358157507389716 -0.00015340541837105889 -0.00015442128621411658 -2.3614929407074076e-05 8.3247940759000592e-05 -0.00035599390214498581 -0.00014963115268438237 0.00010676109014512778 -0.00019401389356476045 -2.6578218332447132e-05 4.0215425777206434e-05 -4.5149599282605668e-05 0.00068319812862983843 0.0007494460749612068 9.6963390919615187e-05 6.8957348505156182e-05 1.0859288145005729e-05 0.00011845663355919945 -0.00029772550279456812 2.6825954648029508e-06 8.6067826968086567e-05 -9.5823996912114702e-05 0.00054207563647304087 0.0016333588633154197 -7.6467095588674981e-05 0.00020122491760145319 -0.00074920648246701912 0.00073179642325935232 0.00014499924614946866
leaf_count=12690 14610 25755 36809 16739 38856 16500 1857 3634 8305 3710 30552 6892 16303 261 151 37191 6886 5297 6608 1427 25160 2695 35039 258 28 2731 935 410 68 3574
internal_value=0 -0.005214 -0.050089 -0.0865028 0.0040442 -0.0237575 0.0246076 0.0484393 -0.0013397 -0.0447784 0.0194833 -0.0867871 -0.111846 -0.1691 -0.0110851 0.0834872 -0.0183999 -0.0813274 -0.0645767 0.0513302 -0.0762019 -0.134318 -0.0499713 -0.0912905 -0.263049 -0.190903 -0.0681235 -0.0144134 -0.481335 -0.00821226
internal_count=361931 241217 120714 31349 209868 100315 109553 70697 28937 20632 51104 49211 42319 26016 16922 41760 16771 9885 108024 8063 99961 39504 60457 35297 1455 4588 4569 34604 478 34126
shrinkage=0.000980392


Tree=3038
num_leaves=31
num_cat=0
split_feature=1431 840 693 365 704 1398 1262 429 354 290 667 885 705 1089 810 519 852 1328 423 424 1317 691 1396 484 597 845 776 986 702 1258
split_gain=14.5576 17.8925 20.189 18.4305 23.3398 18.5618 21.2497 25.4132 19.7784 19.0767 18.2182 17.5218 16.9834 25.365 24.9527 28.0708 28.217 23.7798 22.8999 22.5501 22.1974 24.8016 26.318 21.888 21.1158 28.0305 21.5428 21.2343 20.8985 21.0689
threshold=1.0000000180025095e-35 2.6367356733857314 -0.88476862055654248 1.252139075762716 2.6853649509958566 -0.22566568965600725 1.0000000180025095e-35 2.6361485954553223 2.0803542160203512 0.42361983026521827 2.8959165655566772 4.8263866747680533 0.32046342343737316 1.0000000180025095e-35 -0.65819684525605759 2.1420547332082829 -0.22706799479215015 -0.098502062257311909 1.7152884231944105 -0.024396221624268927 -1.2109547609514648 -1.031021001310656 -0.96219240454964294 0.96678906487048832 1.0000000180025095e-35 1.102628594640694 -0.61302177913975264 -0.60552787862323998 1.1798319775204995 -0.075443450882718338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 -3 10 5 8 7 -7 -5 -10 11 -2 13 -1 17 16 24 19 -17 23 21 -15 28 -14 -16 -26 27 -27 29 -23
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12 -13 14 20 15 18 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0026916853946056009 -0.00093420466635338621 -0.014757022511900135 0.01217389874727675 -0.0033265418807116561 0.041641787279154338 -0.005909758024926084 -0.019652298099540735 0.12973545462922106 0.053883671748606005 -0.022764964678802225 -0.018971184726764949 0.096045405177315496 -0.0037681667870778975 -0.013071762190235391 0.002928821146816109 0.014499375421315505 0.0043518038142887471 0.0023766617670220955 -0.013857281745069575 0.0024548142341547577 0.00023942956004027952 0.04446741942559012 0.0061926799580334542 -0.017297971238105943 -0.0080149426614087912 0.013129430265447937 0.011357276738352167 -0.020190408074340072 -0.029319696866339048 0.0047423020530159539
leaf_count=53693 119253 571 2310 7933 143 3925 3448 24 170 82 1676 23 15263 632 10123 3322 29819 18229 353 6853 67673 617 2342 1664 8168 364 2161 731 90 276
internal_value=0 -0.0261334 0.157485 -0.0303773 -0.115694 -0.126508 -0.22534 -0.10234 -0.0430249 0.646924 -0.0207515 -0.0182329 0.00511967 -0.013348 0.0267717 0.0588128 0.0441891 -0.0130612 0.235971 -0.058088 0.0139845 0.190384 0.271346 -0.100164 -0.0216067 -0.0883202 0.0924155 -0.168129 0.581682 0.678271
internal_count=361931 139558 2881 136677 15725 15582 7397 3949 8185 252 120952 119276 222373 125323 97050 55041 51366 42009 3675 23780 71630 3957 3325 16927 21547 11424 3256 1095 983 893
shrinkage=0.05


Tree=3039
num_leaves=31
num_cat=0
split_feature=50 56 1470 54 668 1462 678 1116 183 1469 1455 902 1106 126 1467 1047 148 421 1452 426 706 1053 358 1393 139 84 285 835 954 461
split_gain=14.6918 27.9898 19.0699 18.4855 23.0506 20.4448 20.8134 20.0277 18.8205 21.5136 23.623 21.1543 20.8266 19.4238 20.5931 20.2251 19.8478 20.3811 21.8281 18.9825 19.5266 28.2677 20.2294 23.6813 19.4525 20.6589 19.6121 22.5539 19.3356 18.9916
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.42445565733332025 6.162002192503798 2.4311348892447744 5.4562307876106422 2.8395370799469446 -0.47672773491226839 0.89249481792896723 1.7297158872023053 0.80230802754130448 1.1431946336852377 -0.67811062752501949 3.1134190962703374 -1.5482539536853819 1.7574737690985971 -0.020919813274234235 -0.54449460470202971 -0.93664164766015345 1.3133152107790707 -0.067805448640021929 -0.77682136679720526 0.68981861623796037 -0.15787279245421953 -1.0375838725062867 -1.289019309932071 -0.0379944755062551 0.34985508981269864 1.4586326671195671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 13 -10 11 -11 -13 14 15 -5 17 19 -19 20 22 -22 23 28 25 -21 27 -27 -15 -26
right_child=-2 -3 3 4 -6 -7 -8 -9 9 10 -12 12 -14 16 -16 -17 -18 18 -20 24 21 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.0034935715494865921 0.00034138632671721399 1.5161043417460366e-05 -0.0076864317337410398 0.13142274121646433 0.066648892495954001 0.013569363057261745 0.072864797883051377 0.020544814201487908 0.00070282383629199279 -0.015753049809596052 0.069477253271217995 2.4782565407608192e-05 0.063932639209386091 -0.015147149362125842 0.048141387731880245 -0.021339847611640816 -0.026215023514531467 -0.022585776079172795 -0.0047594835710291191 -0.043373801658536652 0.044033361137137683 0.27844981163082616 -0.029579195956121143 0.16072735110738109 0.0021229296329871492 0.016922614475981482 -0.0061210551459052673 0.15646515155722718 0.10272183077515216 0.029000170530662329
leaf_count=4567 197382 90457 23470 29 45 1130 38 595 18640 3895 71 689 99 130 65 3589 993 2214 4918 391 59 20 167 32 3223 79 4355 31 41 517
internal_value=0 -0.0236909 -0.0676274 -0.0824165 -0.0518021 -0.0546119 -0.0652198 -0.0676073 -0.0749287 -0.0244731 -0.199167 -0.224912 0.187963 -0.141176 -0.361497 -0.406745 -0.10496 -0.0823217 -0.204755 0.00159925 0.692716 2.356 0.387341 1.02356 -0.0217384 -0.136782 -0.0927113 0.998315 0.47452 0.126784
internal_count=361931 164549 74092 69525 46055 46010 44880 44842 44247 23394 4754 4683 788 20853 3683 3618 17170 16177 7132 9045 449 79 370 203 8596 4856 4465 110 171 3740
shrinkage=0.05


Tree=3040
num_leaves=31
num_cat=0
split_feature=1147 1469 1452 1459 120 1456 1449 1468 710 1457 1298 473 146 566 1190 1453 1463 626 744 12 1187 1111 971 772 1378 147 1325 87 419 420
split_gain=14.5714 16.9704 26.9031 35.3167 28.4323 25.9251 26.6586 28.0259 25.2576 24.1793 23.7429 24.0697 23.0845 22.6487 22.2422 22.2226 23.0692 22.206 21.7553 23.2067 21.5451 20.5011 20.1913 21.648 21.4592 19.7563 24.1497 22.7786 19.6824 20.2451
threshold=1.0000000180025095e-35 -1.0470123060412753 0.039474337618497217 1.2365646252654372 1.0077541972150732 1.0000000180025095e-35 -0.28903415273037497 2.4634311514058238 2.5579636957383234 -0.21045860072163367 0.60955665694886108 1.0000000180025095e-35 0.42012962093841377 -1.4845316319151738 0.38307359286910764 0.47485221662462634 1.2754859865074317 0.52545559557714849 0.44435819641028773 2.4783970004130822 -0.8707700411448458 -0.68751557307514133 -0.024820097149539748 0.37063303100266226 3.9176356353505715 -0.7923884290433344 2.6292806070841022 -0.50888615648000235 -0.22778097633616143 -0.17554550956874862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 9 6 10 -8 15 13 11 17 -6 -1 -14 -7 -17 -4 -15 -20 25 -9 24 -24 -11 -3 -27 -28 29 -22
right_child=-2 20 3 -5 12 8 7 21 -10 22 -12 -13 14 18 -16 16 -18 -19 19 -21 28 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.036829066881875948 -0.0019521120432763395 0.0017693007561142629 0.017388502207105503 -0.0044122132883446579 -0.016644499842332905 0.016963139306157709 0.010775539602461168 0.010153162525131031 0.048888239041263049 0.0087171791660737765 -0.017027317392865424 -0.0070036874751273044 0.011433655608589803 0.0012558368183455436 -0.024609580930815129 -0.011893736282446958 0.027563003697410861 -0.010274531646004077 -0.007810570554930488 -0.049162503943756132 0.0003517813415264714 -0.027414336615004399 0.0041992972684883161 -0.01193795510874626 -0.079299813351801196 -0.0052408318504005343 -0.01134769548014191 0.031897104350005472 0.0010722752486371793 -0.0031645724177636215
leaf_count=323 71440 9779 1337 3705 2672 2856 6463 284 204 6562 949 1881 842 6382 308 754 224 457 2485 193 50814 435 2928 1446 32 30525 272 456 114858 40065
internal_value=0 0.00131269 0.0404832 0.0987725 -0.00968324 0.143148 0.0917881 0.172222 0.289907 0.0206049 -0.038296 0.0423984 -0.19953 -0.0618213 0.0549045 0.248725 -0.0430383 0.214078 -0.0445186 -0.209697 -0.00660747 -0.239003 0.0893953 -0.0246645 0.165553 -0.0604951 -0.0927953 0.328207 0.0021794 -0.0239338
internal_count=361931 290491 43722 19549 24173 15844 11806 7182 4038 20351 4624 3675 3822 9383 1150 3834 978 1794 9060 2678 246769 719 10968 4374 6594 41032 31253 728 205737 90879
shrinkage=0.05


Tree=3041
num_leaves=31
num_cat=0
split_feature=1361 1436 1469 651 927 864 996 582 784 492 953 1442 560 697 51 1160 498 779 881 816 718 507 1082 148 1329 981 553 762 150 1361
split_gain=14.3876 34.7415 23.7555 21.4517 27.7118 28.8826 34.5928 24.0071 22.2594 21.4567 20.9554 23.5304 20.7471 20.6768 21.8612 30.8251 34.958 23.9346 22.5749 21.789 25.4078 41.9526 34.4684 28.6252 21.6311 21.454 21.39 21.138 20.7384 20.4883
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.1107569744011787 1.0483613175537825 0.72275257928592751 1.0565563832172893 1.0844420916666788 -0.90362276233551631 -0.1002209650984274 1.0000000180025095e-35 1.0000000180025095e-35 1.5194704577708358 1.7120937588552285 -0.68916341501484679 1.6806596530386535 2.1478180858331046 -0.39164565689209502 2.7528723737952445 0.98567350059335823 1.7690287660176487 1.0941628986121894 2.4209663428157406 3.3510381624520256 -1.1287694262532211 -0.80512590036671838 -0.72447307180537635 0.33291172284753928 -0.68519895933878938 4.2403057119003629
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 5 6 7 8 -5 -6 -4 -12 13 14 18 16 19 26 -2 20 22 23 29 24 25 -22 -17 -28 -24 -16
right_child=3 -3 10 4 9 -7 -8 -9 -10 -11 11 -13 -14 -15 15 17 -18 -19 -20 -21 21 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0040185550368448389 0.0039215156032300835 0.00025944421450727664 -0.0059252553428849296 0.010603097249116778 -0.017319338049724815 -0.0097887523348831121 -0.010820223271246883 0.013411921930540572 -0.0014626625909346439 -0.0014228031666172821 -0.0077237377377991911 0.0019555214309437603 -0.0030706239760671535 -0.0045594928720676456 -0.0022075015936051131 0.019477729023314828 0.013757477046600753 0.016920055812623833 -0.015165990374951394 0.0044703883652204178 0.071487306617774915 0.016982852138346338 -0.010565323201950874 0.054275998058262921 -0.00029050009366451106 0.0058645551261099146 0.0041361596511297711 -0.023747705618168712 0.025735030354449413 0.024127475652098929
leaf_count=4299 41424 89329 53427 2354 2613 4042 2682 2126 8699 1874 6502 10578 15337 9210 72704 475 2199 2334 773 10252 86 2056 262 121 13566 150 865 537 756 299
internal_value=0 -0.0227961 -0.0690252 0.00735703 -0.0545437 -0.0193455 0.0214634 0.0661017 0.0228061 -0.215608 -0.0847281 -0.0170212 0.0163519 0.024283 0.0301489 0.0120034 0.00359796 0.193477 0.0716208 -0.00306744 -0.0155664 0.064995 -0.034558 0.0167808 0.00684218 0.647144 0.00885955 -0.133961 0.352233 -0.0411892
internal_count=361931 164135 74806 197796 24390 19903 15861 13179 11053 4487 70507 17080 173406 158069 148859 106662 102451 4211 42197 100252 90000 15979 74021 13923 13802 236 1877 1402 1018 73003
shrinkage=0.05


Tree=3042
num_leaves=31
num_cat=0
split_feature=785 470 395 203 471 1065 192 1363 263 150 1323 1436 651 1036 944 1466 557 1258 789 283 1469 692 413 326 403 488 294 955 900 563
split_gain=36.109 28.5484 28.8233 27.7223 24.5758 33.0046 27.7794 27.5037 29.106 26.6785 24.7266 24.4547 23.4553 22.2326 24.3995 23.3213 22.1762 22.9857 21.9522 23.0841 23.5408 23.6597 25.6117 22.9333 24.7829 25.5911 24.5423 23.2568 28.6316 25.1807
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.35930717134390644 1.0518754624258557 1.0000000180025095e-35 1.0000000180025095e-35 0.66115833724634121 -0.18016064898803322 -0.86734656319435766 0.60428344764309971 2.1643410232570424 -0.50064996455369859 1.4781763871474156 1.2962903438419942 0.093572519193774462 -0.98171407887329576 1.1248358748350926 3.2009538167291431 -1.3184646215665221 1.2587596656421967 0.70976766132373281 0.65872944223055041 2.3437379334978323 1.0000000180025095e-35 -1.0741558681026009 -0.56067130660624642 -0.0461655265302226 0.37128039972723353
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 18 6 10 8 -8 -10 -6 -2 -7 15 -15 -4 17 -5 23 20 21 22 -20 26 -25 -26 -3 28 -28 -29
right_child=1 4 13 16 5 12 7 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=4.9450137124600651e-05 -0.00010229143530841487 -0.00028349640688052368 -2.6177952330026653e-06 2.5288570600518779e-05 -0.00015759006534052462 -7.9896368714376545e-05 9.3600321227981062e-05 -6.5448902205826162e-05 6.2299438230704771e-05 0.00044189678782564988 3.4222857260903518e-05 3.9981680861331584e-05 -0.0006541417145233319 -7.3236522384604352e-05 0.00011220260156826775 0.0002058964234945959 -8.0740778779350892e-05 -0.00037917379956440851 0.00063647420126932547 0.00092961092376115718 -0.00011361975385382253 -0.0011084255476385562 -0.00046961650013625734 3.6653595903265016e-05 2.0013013988347867e-05 0.001261731134087131 -4.8871412688825909e-05 -8.9032915217060812e-05 9.4584372344674503e-05 1.3691574551599058e-05
leaf_count=29559 44543 2135 27868 2152 3904 5998 6130 2364 1039 2214 26029 8422 318 48793 3577 2523 7837 10174 391 102 21633 52 110 20974 152 133 13184 38231 12892 18498
internal_value=0 -0.0297331 -0.0561301 -0.101772 -0.0117905 0.027157 0.0489109 0.131577 0.180102 0.329894 0.0139861 -0.0748556 -0.108769 -0.0302394 -0.06011 0.017585 -0.218436 -0.316904 -0.0293747 -0.0962875 -0.101689 0.305497 0.42558 -0.0161045 0.0460819 0.664848 -0.0339798 -0.0279782 0.025488 -0.0557612
internal_count=361931 332372 155889 73128 176483 47996 41680 11747 9383 3253 29933 52965 6316 82761 52370 30391 20163 12326 128487 22288 22186 553 501 106199 21259 285 84940 82805 26076 56729
shrinkage=0.000980392


Tree=3043
num_leaves=31
num_cat=0
split_feature=785 487 424 427 457 897 1380 9 492 637 767 356 421 910 82 760 1243 1227 1246 1039 569 1186 1134 1387 1189 559 144 1457 17 144
split_gain=15.0111 14.8653 19.2743 19.6297 18.4675 17.188 20.2405 18.7368 19.4868 20.2592 18.2328 17.8791 17.104 24.5249 17.2689 17.0024 17.9317 18.7238 17.981 21.8907 16.8805 18.2532 16.6527 16.6312 23.8193 23.537 16.5532 22.4228 21.9426 21.9187
threshold=-0.86283290253235112 1.8321264847951528 -1.2029277808311833 0.29029071502720899 1.0000000180025095e-35 0.37963642173611067 -0.32425406110009097 -0.21071492038044495 0.89030742183866429 -0.87748799165190261 0.51647616730612989 -0.33578788240941287 -0.67413917808580226 2.125560304905191 0.16199746042851071 -0.6598721753443364 -0.86854776020389501 1.0000000180025095e-35 -0.97190420971696223 -0.88584142774361985 -0.37422757492242659 -1.435816727810564 -0.50816852239418464 -0.58844662968303263 -0.81770741030219474 1.1868380504938016 0.040498064515482192 0.874379273111902 0.91927697493640548 0.83231807837215122
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 12 11 -9 10 -10 -7 -4 26 -15 16 17 18 -8 -20 -18 22 -22 -11 25 -25 28 -28 -14 -29
right_child=1 2 4 -5 -6 7 15 8 9 23 -12 -13 13 14 -16 -17 20 -19 19 -21 21 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0021075425223568553 -0.00032431049940276119 0.015122096037557656 -0.013021757172473043 -0.017575922847642873 -0.0147753955604919 -0.0038962673385069171 -0.0023994688532196912 -0.017800892573840352 0.020784121738758429 -0.030552566036342654 0.11512276817390493 0.021747974789378427 -0.013244473492118217 0.0068769048380530919 0.10310525368909476 -0.016006409024587286 0.0092857025585014741 -0.018688756789605916 0.17977221594721621 0.051763466308473706 0.11108863266770855 -0.02999483120307038 -0.058921152916073562 0.043044602071385142 -0.0012813668675230655 0.22048106741945889 0.0060947270761287095 0.076186512047783123 0.024185510155283061 -0.014254978430143296
leaf_count=29559 312853 1373 1076 387 4283 711 53 1041 127 223 37 1058 1348 53 51 4156 485 99 21 86 28 520 29 78 483 21 1106 132 380 74
internal_value=0 -0.00996006 -0.0821459 0.166774 -0.110595 -0.069708 -0.128491 0.0764664 -0.110037 0.175116 1.00889 0.251579 0.00556821 0.107732 1.22136 -0.234322 0.0142172 0.596473 1.05564 1.62676 -0.1363 -0.458738 1.13304 -0.0137338 0.251684 1.4343 0.0593024 0.278453 -0.114026 1.02266
internal_count=361931 332372 19519 1760 17759 13476 9697 3779 2010 969 164 1769 4220 3144 104 5477 1321 259 160 107 1062 577 57 805 582 99 3040 1312 1728 206
shrinkage=0.05


Tree=3044
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1376 290 1242 1002 209 639 560 1159 712 494 13 730 783 934 514 603 660 8 639 345 907 497 29
split_gain=28.9843 27.5296 26.4718 28.4069 24.1918 23.0257 56.9531 20.8046 23.2878 22.3302 20.6192 23.8571 20.5524 19.9192 19.6262 19.4257 19.2285 20.1764 19.102 34.6203 29.4075 27.1314 22.0544 24.218 20.5794 20.2237 19.2942 19.349 19.1889 19.0635
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 0.18805867694879752 2.1089670232183031 3.5578112322456241 0.69854289147193727 0.23696906566319156 -0.4698900685825908 2.2610407443932834 3.3585567575760655 -0.63779424894106762 1.2142997171938616 2.2243089509479392 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.11942102837874842 0.46293354690950167 0.49932493644430648 2.5623266075722904 0.82152675923177465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 7 18 -5 6 -3 8 -2 14 -6 -12 -11 16 -9 -1 17 -10 19 21 22 -4 23 -20 -25 26 27 -22 -21 -23
right_child=1 5 3 4 10 -7 -8 9 13 12 11 -13 -14 -15 -16 -17 -18 -19 20 28 25 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012373948882353031 -1.6668359769395333e-05 -6.6224556777680542e-05 4.6865543196934325e-05 -0.00011522536538128591 0.00025159509841069617 -7.2292924586259718e-05 0.00042450304559463317 -6.3078784270824412e-05 0.00019546917896588194 0.0010966141443728473 -0.0004112433748311146 0.00023794738048917136 -3.4903712676292798e-05 -0.0005399382595086264 -0.00095464106607964945 6.3389958920357032e-05 -0.00023552949109939778 -0.00057294627754840056 0.0001620150474221522 -8.6827501867028228e-05 -0.00017102471104051974 0.00056245043549500641 3.6271678018801877e-06 -0.0004558060415652281 0.00061014743847969441 -0.00032387603754413763 0.00034015888100383051 0.00035937020521591877 0.00040187779747045727 -0.00018462244295352326
leaf_count=3225 120406 4821 6880 1294 5339 93730 1384 63618 4872 150 480 482 193 188 185 26334 531 148 2134 17354 1651 816 1982 101 996 1064 644 373 331 225
internal_value=0 -0.025496 -0.0131528 0.0359234 0.152313 -0.0626353 0.0757982 -0.02512 -0.00990494 -0.0628542 0.205211 -0.0777973 0.536856 0.117165 -0.0664301 0.0464425 0.138998 0.17733 0.00830257 -0.0228787 0.0940837 0.0978232 0.196952 0.297959 0.543907 -0.0560706 0.0391869 -0.0699305 -0.0776406 0.429638
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 126145 64146 6301 962 343 5739 63803 29559 5551 5020 34551 25606 8945 7921 5213 3231 1097 3732 2668 2024 17685 1041
shrinkage=0.000980392


Tree=3045
num_leaves=31
num_cat=0
split_feature=681 1465 1458 1458 47 1467 1181 212 764 848 65 552 56 20 51 420 1039 972 623 978 1038 9 499 1189 1114 1256 597 1175 1034 76
split_gain=14.3576 18.1618 21.3693 21.3993 24.5442 24.0858 23.171 22.8712 21.5842 20.6951 19.5976 21.57 18.5108 22.485 20.4112 18.196 18.1903 19.9627 19.6491 31.5682 19.5379 22.4789 19.71 18.1655 20.1972 18.036 19.1601 18.7231 17.8633 17.7992
threshold=1.0000000180025095e-35 -0.62392803878906389 3.0919731056735245 -0.72983201679721443 0.46153491174503314 1.0218964722751724 -0.71013123949449719 -0.85099154841724656 3.1548659314681351 -1.1207600515066602 1.3605314985471562 -0.8400246488574713 2.4671720876882079 -0.50668055202814866 -0.68916341501484679 2.9510738965424945 -0.46713933630778215 2.6236800289860174 -0.10804203339094438 -1.1628011537775296 0.31287226821505293 -1.0908422243245319 1.7823967971885486 -0.87635155502619733 -0.50772966600898684 3.0802508445141599 0.4590488840311347 -0.387361702224083 -1.1456212390581639 2.5297017669030319
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 5 6 -3 -5 8 -8 -7 -9 -12 14 -14 25 -13 18 23 20 -20 -6 -22 -23 24 -18 26 -2 -28 -21 -16
right_child=1 2 -4 4 16 9 7 10 -10 -11 11 15 13 -15 29 -17 17 -19 19 28 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.1104439241345242e-05 -0.0063198664274819114 0.0078607107735570204 0.023464883651183897 -0.014340423546929796 -0.014838169066494381 0.096401013697655483 -0.016010144241641926 0.0017797230650950992 0.074484845244329675 -0.023901028697818388 0.013134243593693272 -0.024050886443798731 0.073353931691254246 0.0030240405113721061 -0.012306325359460109 0.10248131269342252 0.04242619519631631 0.063396765224572757 0.096275544075597394 -0.032917751691404235 -0.049023227804594005 0.021167164627084983 0.1299392180651503 -0.0069196273665782159 -0.0049360905120375441 0.087251791301701825 -0.012759568055951617 0.024897973274928178 0.0249537255662007 0.028163647696038803
leaf_count=316432 3129 5803 452 4976 652 26 2707 8231 33 613 476 1523 61 206 10097 24 259 64 83 85 78 474 24 3179 390 27 298 597 684 248
internal_value=0 -0.0500796 -0.0159376 -0.025642 -0.0621783 0.106004 -0.111752 -0.0604912 -0.286892 -0.380615 -0.00991249 -0.273698 -0.133158 0.408445 -0.151484 -0.441112 0.0799907 -0.0304576 0.262908 0.521318 0.038593 0.359653 0.540587 -0.0578445 0.352346 -0.00225252 -0.0192369 0.27782 0.378597 -0.227305
internal_count=361931 45499 30836 30384 23942 6442 17970 12994 2740 639 10254 2023 14663 267 14396 1547 5972 3892 2080 852 1228 576 498 3828 649 4051 4024 895 769 10345
shrinkage=0.05


Tree=3046
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 791 858 691 927 789 650 892 1247 428 1249 813 706 355 556 924 858 766 1252 978 633 214 209
split_gain=33.4386 27.1434 39.087 32.0054 29.3037 35.985 36.8203 58.1236 32.3708 36.3049 29.8479 29.4776 28.3419 24.7869 24.7736 28.6832 24.3328 24.2586 23.6329 23.5433 24.9551 23.3863 23.326 23.1761 22.8702 22.6559 23.3313 22.8031 22.5456 22.535
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 0.29073615932568342 1.0483613175537825 1.1248358748350926 1.6923072129381651 1.0342428102238199 -0.29149962867897405 -0.99270919937965674 1.8362446977621718 2.1641256470006294 0.85558832110916161 1.4218347872305723 -1.1872183965669325 1.8999064755685127 1.0825608069246189 -0.45228654518479167 2.4192096387169548 2.6375975511520715 -0.96673487256783863 0.37772781070951184 1.4237363317142799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 19 12 13 6 8 -8 18 10 14 -11 29 -2 16 -16 21 -15 -6 -3 -21 -10 -7 -9 28 26 27 -24 -25 -4
right_child=1 2 3 -5 5 22 7 23 9 11 -12 -13 -14 17 15 -17 -18 -19 -20 20 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=5.3195296473487682e-05 -6.2544444463531076e-07 -0.00013637686451648188 0.00032097506834288277 1.1740536576337427e-05 -6.7370949402104134e-05 -9.5066867199571824e-05 -2.5935823943787829e-06 0.00030423976265971781 0.00061995735228022623 6.3833603844174746e-05 -0.00014408640027527725 0.00034117877688132997 -6.1640480786886512e-05 0.00017907450244241982 6.7051426726906881e-05 -0.00048693045785952276 6.6946507226091416e-05 -0.00043199884925187537 0.00010312197961347328 2.7666651503330484e-05 0.00066493294233558491 -0.00029563422117304225 -0.00035569646201230831 0.00039823569647574251 -0.00075794530823071829 0.00087571861608282521 -0.0013642790909082117 0.00012391519280718409 -0.00084267987899263881 -0.00018738326637658732
leaf_count=29559 52958 6191 4850 5700 94773 79939 18652 4493 162 9918 10118 2066 1127 5803 1179 1414 16981 422 3837 2965 291 2248 897 285 191 171 73 4184 90 394
internal_value=0 -0.023043 0.0486508 0.123372 -0.0293544 -0.0412555 -0.0226027 0.0581529 -0.0374848 0.0161368 -0.0282217 0.12047 0.223608 0.0153065 0.0174443 -0.232403 0.0423861 0.149319 -0.0608205 -0.0591265 0.089007 -0.217535 -0.0855718 0.258681 -0.145922 0.0731523 0.041172 0.060758 0.144524 0.28918
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 44086 32102 11984 6371 59183 21984 2593 19391 6225 98610 9447 3256 2410 85264 5059 566 5325 5154 5081 375 5244
shrinkage=0.000980392


Tree=3047
num_leaves=31
num_cat=0
split_feature=50 194 1022 186 1454 1124 1450 1116 17 281 1470 1356 678 1467 1387 738 616 621 762 1470 967 1449 1289 368 144 1469 281 80 626 692
split_gain=14.2132 28.5324 22.0835 25.3167 21.7055 22.1747 23.7665 20.769 23.1987 21.2705 20.754 20.4049 27.9603 21.7436 20.8567 19.7841 19.6715 25.9991 24.6647 20.0246 25.0137 22.5493 23.5339 22.611 22.3524 19.7493 22.1238 20.0125 19.5669 19.4341
threshold=0.55630078546380823 1.0000000180025095e-35 0.67527595557081987 3.4218915452636995 0.13021184176095849 0.98951392245615588 -0.55579718119573385 -0.28286215341588289 1.585208914734334 -1.4161742334052956 -1.3664195657027294 1.1703909184639636 -0.93019531031281677 -0.14455414991617818 -0.89550125984149054 1.9295056354574502 1.0000000180025095e-35 0.74943067934990981 0.12241997491780382 -1.2363261431504455 1.5734952847993053 -0.52348104485600955 3.1911206608113001 0.68790859133042659 -0.18912973950295178 -0.95652820086619317 3.2724057133674376 0.033583843278540963 0.84580700832722699 0.78905484693512573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 -4 6 -6 11 9 -9 -11 -3 13 -13 -15 -8 17 19 -19 20 21 -1 23 24 28 -18 27 -27 -23 -14
right_child=-2 7 4 -5 5 -7 15 8 -10 10 -12 12 29 14 -16 -17 25 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.019392281086462657 0.0009647429442887958 -0.001927510302725101 -0.0012367807169476807 -0.02633438796655407 0.027486870876211496 -0.01392208594702106 0.004566402172686502 -0.010574985295178226 -0.0060647223993882532 -0.017482614633715126 0.0023672669103566046 -0.023613349037729756 0.0030255149973898551 0.033811351514971236 -0.0081229069402573347 0.051510494138405472 0.0020849260778079285 -0.010157521892317098 -0.00091812573794428478 -0.0015241637614198901 -0.028297108065680723 0.010484263655530627 0.049972175096522541 0.02940239176288531 -0.016948023111996877 -0.0047722513490217975 0.029574201360139003 -0.014907185175948971 -0.020907815690557979 0.015874764477322837
leaf_count=1496 84163 67051 9573 1080 895 585 2766 2045 5212 579 70661 889 4710 200 576 121 3406 12636 7748 61886 341 1471 114 326 988 9064 259 8816 333 1941
internal_value=0 -0.0139823 -0.0456556 -0.0597582 0.0421348 0.173615 0.232551 0.00484841 0.0288706 0.0383123 0.0438434 -0.0239691 0.0786305 -0.200833 0.0701216 0.130787 -0.0562302 -0.0404217 -0.122929 -0.0157595 0.122499 0.160877 0.0500882 0.00895138 -0.0586501 -0.137812 -0.182248 -0.196656 0.0955283 0.13758
internal_count=361931 277768 123904 109964 13940 4367 3782 153864 78497 73285 71240 75367 8316 1665 776 2887 108884 87339 20384 66955 5069 4728 3232 3118 2792 21545 18139 17880 1804 6651
shrinkage=0.05


Tree=3048
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 730 783 934 514 603 660 8 639 1002 209 345 907 1022 146 462 706 1441 29 516 1388 401 848 398
split_gain=32.1889 22.581 24.3744 27.7253 23.8213 22.3881 57.2177 20.1937 34.5248 29.7937 27.3925 22.0617 24.3785 20.5452 20.3035 20.1789 23.9252 19.2848 19.2835 18.9316 21.4572 20.6962 25.5002 19.3619 18.8418 18.8103 22.4955 19.2316 21.7956 19.151
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.11942102837874842 0.69854289147193727 0.23696906566319156 0.46293354690950167 0.49932493644430648 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.7353186015506989 1.7193014468115779 0.82152675923177465 1.0000000180025095e-35 -1.0285454770005755 0.66778437295061321 0.29201541795256047 1.373454536460835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 7 -5 6 -3 8 10 11 -4 12 -9 -14 17 -6 -17 18 -11 20 21 23 -23 -2 -12 27 -27 -10 -29 -28
right_child=1 5 3 4 15 -7 -8 9 25 14 24 -13 13 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 29 28 -30 -31
leaf_value=5.6015551806614939e-05 -3.8397260194494224e-05 -5.8604495677049553e-05 4.951450659476754e-05 -0.00011120756220221995 0.000253101321108241 -6.2240289702137727e-05 0.00043402593513617384 0.00016857728997627506 -0.00022142915635429682 -0.00016568614240178916 0.00056651230306088349 1.0346518762803124e-05 -0.00044877494563743873 0.00061809496503107276 -0.00031960103353666425 -0.00040726643311863849 0.000243397848523196 0.00034579655775208605 0.00036439347866762444 -3.3563934315176099e-07 0.00029950634373723659 0.0013362521636134722 -0.00071139344315124709 -0.00019174158469488845 -0.00017738928975392907 -0.00030226514857141761 4.2941764379786701e-05 -9.8998848006704275e-05 0.00057310036763207073 -0.00029713357350929012
leaf_count=29559 79833 4821 6880 1294 5339 93730 1384 2134 5966 1651 816 1982 101 996 1064 480 482 644 373 103001 802 46 596 6013 225 1407 8466 713 300 833
internal_value=0 -0.0187543 -0.00757016 0.0395729 0.154686 -0.0524946 0.0842436 0.0122528 -0.019843 0.100558 0.100822 0.204215 0.305277 0.552136 -0.0507718 0.207228 -0.0729643 0.0447729 -0.064493 -0.0190744 -0.0470496 -0.0512504 -0.559269 -0.0484051 0.434587 -0.0745963 -0.0198485 -0.17018 0.0936808 0.014273
internal_count=361931 332372 232437 42146 7595 99935 6205 34551 25606 8945 7921 5213 3231 1097 3732 6301 962 2668 2024 190291 87290 86488 642 85846 1041 17685 10706 6979 1013 9299
shrinkage=0.000980392


Tree=3049
num_leaves=31
num_cat=0
split_feature=785 181 49 1286 920 727 745 712 1450 1450 710 497 1110 816 508 914 1251 1390 1469 376 2 1467 1172 691 845 904 982 286 1470 973
split_gain=36.8002 25.2841 25.6078 25.1406 28.5891 31.907 22.9874 21.6732 21.289 27.1052 20.8254 31.8445 28.3308 26.0989 24.3991 24.811 24.2997 24.2687 27.0463 24.2267 24.2145 23.4139 23.1066 23.0803 22.2462 24.6978 22.0184 21.8283 21.6107 21.4715
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1349154245379338 0.78161905918100072 -0.83967173534858641 -1.5722412400100421 1.0191313245711819 -0.63779424894106762 0.88343564287383192 0.87081989481316024 0.46798748183790811 1.461728259125324 0.82568825153883585 0.98567350059335823 0.93928964529742032 0.067387646771132431 1.6789901231451627 0.055424124390348849 -1.3381350792132791 1.2189113891555967 0.86755133308830024 2.6212945108504591 1.490289055483476 -1.174501219406048 -0.48323389102328945 -1.4431304981164408 0.040366707209202927 1.6348860264319203 2.9897389773358656 -0.42891504198450187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 8 5 -5 -4 -1 9 10 11 12 21 24 15 17 20 27 -19 -13 -17 -2 26 -21 -14 -26 -20 28 -12 -22
right_child=1 -3 6 4 -6 -7 -8 -9 -10 -11 14 19 13 -15 -16 16 -18 18 22 23 29 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00012454149050739432 -4.306117289258206e-05 -6.9561610927485677e-05 -5.4676974730992355e-05 -0.00029800904897072793 1.9893088817634319e-05 0.0002746100885337378 -0.00024434068209918595 7.3142272591953335e-05 3.965712079726583e-05 -0.00068712668095276264 -0.00011825107129833155 2.0403836734454308e-05 -5.712887355143392e-05 2.6573467076521175e-05 0.00014393403074279765 0.00014598485122811636 -0.00031166898428911069 0.0016978786946673565 -0.00014019227993765102 -0.00088319280756796366 0.00016627818157004208 0.00021382572799758797 0.00041338025643019438 0.00033271682262131367 0.00060976641975214925 -0.00025094961911709666 0.00014530508380527346 -0.00053686327949500358 0.0011490144030781226 -0.00032972424097354417
leaf_count=3225 92329 69820 29645 484 39504 3562 4391 26334 24080 326 8559 9929 5593 3800 6034 9151 987 34 3377 82 657 1691 671 1715 191 11439 2412 681 52 1176
internal_value=0 -0.0256618 -0.0163655 -0.00827258 0.0388536 0.209757 -0.0798723 0.0553791 -0.020344 -0.0302975 -0.0289605 -0.0427308 -0.0556845 -0.134741 0.0211638 -0.00869928 0.0717222 -0.0674209 0.0426733 0.0611315 0.0998506 -0.0386558 0.0294035 0.290062 -0.177979 -0.241118 -0.0198009 -0.140014 -0.110749 -0.138856
internal_count=361931 332372 262552 228516 43550 4046 34036 29559 184966 160886 160560 126769 115043 21023 33791 27757 11971 15786 6494 11726 10984 94020 6460 1797 17223 11630 5789 9292 8611 1833
shrinkage=0.000980392


Tree=3050
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 791 858 691 927 1230 209 650 1249 813 892 1247 428 692 556 1452 1470 1459 759 554 776 1376 858
split_gain=27.0022 19.8785 34.7685 31.1409 26.0364 35.0889 32.7735 55.5549 31.4491 35.6391 29.6089 29.2189 25.3995 24.9549 24.4608 24.2603 24.2394 24.0849 28.6602 24.0391 23.4346 23.3212 22.5091 44.0248 29.3858 25.6586 24.8297 22.4949 29.6486 22.4693
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 0.29073615932568342 1.0483613175537825 2.3457019632811744 1.4237363317142799 1.6923072129381651 1.8362446977621718 2.1641256470006294 1.0342428102238199 -0.29149962867897405 -0.99270919937965674 -0.91671528415897374 -1.1872183965669325 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623 2.7618311273588314 0.18805867694879752 1.0825608069246189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 12 14 6 8 -8 16 10 17 -11 13 20 22 -16 -6 19 -19 21 -4 -10 27 25 -25 26 -24 -2 -29 -9
right_child=1 2 3 -5 5 -7 7 29 9 11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=4.7143945756304373e-05 -3.3311068736502723e-05 -6.0436626408614258e-05 -0.00026502430005738805 6.467274719750713e-07 -6.3486531914146513e-05 -8.0309876454307804e-05 -2.8202782032351416e-06 0.00029789506050248692 0.00062344201157036921 6.6137631768727143e-05 -0.00014044112905096958 0.00034244480390453416 -0.00021162697903133164 -0.00021946501052009891 0.00017821719318318884 -0.00043305192962369464 0.00010938572284414601 7.3633352070927362e-05 -0.00048134905845289623 6.9657004027742889e-05 0.00031457466903469085 -0.00029172120697139916 -8.2114567424514866e-05 0.00056064411226080136 -3.5131351137018584e-05 0.0002072296041399336 0.00034256994579413716 -1.2948017690905426e-05 0.00086297207969479811 -0.00014280988353042328
leaf_count=29559 40528 9447 331 5700 94773 85264 18652 4493 162 9918 10118 2066 529 446 5803 422 3837 1179 1414 16981 5065 2248 6762 1277 531 2508 622 431 299 566
internal_value=0 -0.0214502 0.0399693 0.110617 -0.0268568 -0.0380949 -0.019657 0.0566054 -0.033716 0.0191903 -0.0248215 0.122637 0.209748 0.249469 0.0152529 0.148428 -0.0567476 0.0207064 -0.226215 0.045297 0.287836 -0.213466 -0.000594796 0.0833663 0.394002 0.025297 -0.0417636 -0.0264786 0.352441 0.252903
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 44086 32102 11984 6371 5842 59183 6225 98610 21984 2593 19391 5396 2410 52958 11700 1808 9892 7384 41258 730 5059
shrinkage=0.000980392


Tree=3051
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 791 858 691 927 789 650 892 1247 428 1249 813 556 1443 566 1452 1470 1459 759 554 209 776 1376
split_gain=31.4917 24.576 35.6978 30.7169 25.1153 36.8137 33.4958 57.2561 30.6352 35.7838 30.517 29.6228 24.6114 24.4791 24.4418 28.6412 24.4548 24.4281 24.3137 23.2905 22.8011 22.4739 22.4705 42.0523 28.7713 25.7524 25.032 22.2412 22.0842 29.2946
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 0.29073615932568342 1.0483613175537825 1.1248358748350926 1.6923072129381651 1.0342428102238199 -0.29149962867897405 -0.99270919937965674 1.8362446977621718 2.1641256470006294 -1.1872183965669325 1.593744732512876 2.1059719136688364 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623 1.4237363317142799 2.7618311273588314 0.18805867694879752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 12 13 6 8 -8 18 10 14 -11 27 22 16 -16 19 -15 -6 -10 -9 -7 28 25 -25 26 -24 -4 -2 -30
right_child=1 2 3 -5 5 21 7 20 9 11 -12 -13 -14 17 15 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=4.9401388746924635e-05 -3.7580124887761769e-05 -5.8136575393429965e-05 0.00030654982668615875 5.9081820775588187e-06 -6.629237791460149e-05 -9.3860907094890926e-05 -5.8973921466728853e-06 0.00030818734085348511 0.00061698380869019194 6.2042640982243154e-05 -0.0001458071464948009 0.0003399380607065828 -5.2230232551005145e-05 0.00017366775581202873 6.8449150418937798e-05 -0.00048512275961625677 6.6762230017781212e-05 -0.00043836791063077722 0.00010666179607276127 -0.00029605777513306972 -8.1912297491843576e-05 9.7620608472451885e-05 -8.5511650551860268e-05 0.00054643842702274095 -4.2294369932728309e-05 0.00020404093302926898 0.00034021721048088649 -0.00019821812605061532 -1.8305293018983726e-05 0.00085181669560401084
leaf_count=29559 40528 9447 4850 5700 94773 82198 18652 4219 162 9918 10118 2066 1127 5803 1179 1414 16981 422 3837 2248 840 3066 6762 1277 531 2508 622 394 431 299
internal_value=0 -0.0245685 0.0436532 0.115093 -0.0305671 -0.0415861 -0.0227234 0.0542674 -0.0369131 0.0152155 -0.0288005 0.11873 0.213383 0.0107243 0.0173786 -0.230795 0.0421331 0.143714 -0.0596132 -0.218216 0.253325 -0.0863777 -0.00510588 0.0786652 0.381772 0.0219851 -0.0451072 0.274622 -0.0309208 0.344242
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 44086 32102 11984 6371 59183 21984 2593 19391 6225 98610 2410 5059 85264 52958 11700 1808 9892 7384 5244 41258 730
shrinkage=0.000980392


Tree=3052
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 962 872 934 831 689 959 954 967 789 797 1456 1323 1425 131 706 355 810 470 486 209 1039 767 941 967 827
split_gain=28.51 23.699 35.8581 31.9957 27.8735 34.5551 31.7918 30.0013 28.5296 29.171 28.6075 27.7756 28.6427 26.517 24.1005 23.2758 27.9642 24.283 31.0304 23.0733 24.9646 22.9025 22.9737 22.4853 22.2939 22.1145 21.9441 22.313 22.1423 21.7561
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3714217264408297 3.0757328524286596 1.0000000180025095e-35 2.0523937188146193 -1.1110989058077336 0.84086088814742543 0.98873640907070304 1.0416760712798214 1.1248358748350926 1.0000000180025095e-35 0.48268798061829216 -1.0861590716709413 1.1710607803345987 -0.97947116861403372 0.85558832110916161 1.4218347872305723 1.0000000180025095e-35 0.66595742291584703 1.8692550303841236 1.4237363317142799 0.84986906039039833 0.81551821340532671 1.0000000180025095e-35 -0.28005109173183712 -0.36836247429892682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 19 13 7 6 8 21 9 10 -6 12 15 24 -12 17 -17 -11 -19 -3 -21 22 23 -2 29 -18 27 -20 -28 -4
right_child=1 2 3 -5 5 -7 -8 -9 -10 11 14 -13 -14 -15 -16 16 25 18 26 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=4.8318829049344292e-05 0.00014148959946461403 -0.00013489480289914559 0.00013789261334717036 5.0080115421611936e-06 8.3289615065800302e-05 -0.00011017200520759177 0.00019176520958816864 -3.1409988510119148e-05 9.5492729617505613e-05 -5.3471332400045135e-05 2.0861233936355682e-05 7.5015343358894157e-06 -0.00015665506449696225 -5.8989707824502556e-05 -0.00019534887134383872 -0.00041084697225237543 -6.5191451203202994e-05 -0.00011756097719099924 2.1492530115882798e-05 2.6963783152546322e-05 0.00066455428318355043 -1.515266502061004e-05 -2.7678878484552407e-05 0.0005080932236866297 -0.0001935404899620016 -0.00029090593010896743 -0.00019714921713011449 0.00025883589637346212 0.00024940013785869326 0.00041795755791006737
leaf_count=29559 11450 6191 1827 5700 17939 45726 2801 29802 7791 83950 6465 31644 18186 1127 4439 2149 16189 4570 3115 2965 291 10530 3398 724 394 3208 1714 4368 696 3023
internal_value=0 -0.0221381 0.0448956 0.116518 -0.0280394 -0.0392106 -0.0285184 0.0172765 -0.0321991 -0.0380048 0.0288253 -0.0500324 -0.0656883 0.21685 -0.0632512 -0.0531054 -0.125292 -0.0379939 0.0451817 -0.0583895 0.088377 0.0731456 0.123777 0.170298 0.280408 -0.09952 0.109383 0.167681 -0.06919 0.318495
internal_count=361931 332372 21518 12071 310854 254950 209224 55904 206423 198632 28843 169789 138145 6371 10904 119959 21546 98413 14463 9447 3256 26102 15572 12174 5244 19397 9893 7483 2410 4850
shrinkage=0.000980392


Tree=3053
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1022 1016 346 1249 1040 759 727 834 678 677 730 783 514 934 603 660 8 639 1002 209 848 516 1388
split_gain=35.0765 27.746 27.8143 30.742 25.4612 24.8259 65.7654 22.8093 22.9552 24.1517 24.327 29.3491 23.9191 21.984 21.1513 20.8846 20.73 20.5515 36.1979 29.5467 29.0354 22.3596 25.3172 20.4283 20.3705 20.0811 23.887 19.7423 19.4591 22.6415
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 1.0000000180025095e-35 2.0780443506202029 6.0948733974029876 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.11942102837874842 0.69854289147193727 0.23696906566319156 0.22474039559735945 1.0000000180025095e-35 -1.0974244528964057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 7 17 -5 6 -3 8 9 10 11 14 15 -1 -2 16 27 18 19 -4 21 22 -19 -24 -22 -6 -27 -13 -20 -30
right_child=1 5 3 4 25 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 20 28 -21 24 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-1.2845609179227407e-05 -0.00034809524490763273 -7.0893674138708927e-05 4.6800801004119572e-05 -0.00011597136436740252 0.00025820103213568436 -7.256204360993935e-05 0.00045690784995424896 -4.4611108482815164e-06 -2.4615409146910854e-05 -0.00020270020082758207 -0.00021507891196885311 -5.4455419285860225e-06 0.00081501558861467598 0.00010480284632604397 0.00094707563940893782 0.00083007001855215669 0.00012616982694163624 0.00016256575331769684 -0.00017310000072204764 0.00043806496956222174 4.3216814453397147e-05 5.198989171488685e-06 -0.00044417817364847363 0.00061840663663806166 -0.00032036070538198259 -0.00040027006236453724 0.00024887283793697303 -0.00024335178541383059 -0.00033450537717236091 7.0709698291869574e-06
leaf_count=12551 2747 4821 6880 1294 5339 93730 1384 103001 45923 14802 6707 9336 210 17008 95 102 3683 2134 6979 1041 2668 1982 101 996 1064 480 482 3685 1219 9487
internal_value=0 -0.0252218 -0.0128353 0.0374559 0.158444 -0.0624897 0.0811955 -0.0250951 -0.0557049 -0.107208 -0.0625171 -0.0211253 0.0138702 0.0538401 -0.304025 0.00277881 -0.00672932 0.00871853 -0.0236157 0.0998423 0.0976783 0.199818 0.301473 0.552768 -0.0515744 0.21266 -0.0664287 -0.0662036 -0.0795684 -0.0239312
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 41367 26565 19858 17016 29559 2842 16806 16704 34551 25606 7921 8945 5213 3231 1097 3732 6301 962 13021 17685 10706
shrinkage=0.000980392


Tree=3054
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 1464 497 728 708 540 1 644 793 400 568 471 728 703 1378 294 813 1465 1026 12 1173 154 1390 12 1251
split_gain=26.2057 22.513 29.7657 33.1345 28.0096 28.506 26.5057 25.6692 25.7383 24.7569 22.8401 26.0751 22.6867 24.251 23.8646 24.2748 22.5912 22.482 27.6224 22.4132 30.0283 24.4121 23.7127 23.1215 32.9469 22.9056 22.3678 22.1212 22.0264 22.0239
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 0.71492702701447042 1.656418941702585 -0.49008176997875957 -0.066475362838592636 2.9110317759397999 0.14060148230820743 -0.34929633066952553 1.0000000180025095e-35 1.0000000180025095e-35 -1.8567158555664325 4.229666733894736 -1.3163276726681863 -1.4568199934402009 0.80891129331221767 -0.78032622470695412 1.304868341751126 -0.52774419131799011 6.1635559299390268 -0.40131106912618258 -0.50168384141616662 -0.15489933552323301 0.43473142081759508 -0.25516671496271354 0.18127735280652338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 7 9 10 -3 -9 -6 -7 -12 -2 14 -14 -16 -8 18 27 22 21 -21 23 -5 -25 -22 -24 -15 -11 -17
right_child=1 4 -4 19 5 6 16 8 -10 28 11 -13 13 17 15 29 -18 -19 -20 20 25 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=4.5816507439980473e-05 -1.0875875705347673e-05 -3.0451043406380399e-05 6.9922908675754521e-06 -0.00032031734574392592 0.00030658052979186563 2.4237082843372599e-06 0.00029846896260952418 -0.00014151631412467913 0.00013436354164984423 -0.00036253563812978663 -0.00064219063964735749 0.0002844434767213319 -5.9588245322477393e-05 -0.00045236065766325297 0.0006866686357911067 -0.00012745856151736635 -0.0010676651204849297 -5.2135999779217322e-05 0.00016051097158640597 0.00042223054853389675 -0.00046073953083949632 0.0020637163131823236 -0.00022181166839185861 0.0053057099285991468 -0.001087498468494276 0.00012082091286368907 -1.008548645600354e-05 0.00020624706482044123 0.00016240505333670407 -0.00031518329211352599
leaf_count=29559 78936 50676 62515 8478 3432 5579 1420 1762 8012 526 459 148 26544 905 203 12141 51 38777 5202 343 617 38 8104 20 26 1304 7892 467 1015 6780
internal_value=0 -0.0217549 -0.0332954 -0.0499372 0.0107982 0.0961565 0.0203035 -0.0101234 0.0872059 0.217875 -0.0379588 -0.407297 -0.0390543 -0.0678432 -0.11174 -0.182674 0.259475 -0.0280586 0.094806 -0.147083 0.079811 0.687355 -0.17837 -0.316786 2.40162 -0.049369 -0.116628 -0.229351 -0.00234557 -0.192634
internal_count=361931 332372 259292 196777 73080 12630 7657 60450 9774 4973 6186 607 169955 91019 45668 19124 1471 45351 6574 26822 2302 381 24520 8524 46 1921 15996 1372 1541 18921
shrinkage=0.000980392


Tree=3055
num_leaves=31
num_cat=0
split_feature=785 728 843 635 1325 1469 917 1188 300 1247 859 728 659 838 815 973 791 774 1181 392 909 705 995 372 353 1470 840 842 556 72
split_gain=15.7892 15.3317 15.1699 22.3816 20.9201 18.8125 18.7574 18.4293 20.773 19.0758 17.7391 27.931 26.7658 26.6373 26.0451 28.2794 25.035 24.1948 23.8383 29.6447 27.3494 27.5045 29.6158 27.1205 26.5196 23.2133 23.1549 23.2169 22.2498 21.6131
threshold=-0.86283290253235112 -0.49008176997875957 2.0054490827892364 1.1830773744100969 -0.18163723041388063 -1.3381350792132791 -1.0681439959115584 -0.75933255757793072 1.0000000180025095e-35 -0.90565475110506133 -0.54135187694831066 -0.49008176997875957 2.2359170208873898 3.3422823881209163 1.6638054002796892 0.15330998462996751 1.4161025625550929 2.0716573389763737 -1.3088044079214605 1.0000000180025095e-35 1.0409366793071115 0.90721770011872871 0.38845619602581155 -0.89164644713046382 -1.4400592069083651 -0.54249455620493203 1.824218889516666 0.34727145931838005 -0.87743829324062228 1.8618817530841762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 6 7 -6 -4 8 -5 -9 17 14 -13 -14 15 16 -12 18 19 -2 21 28 29 24 -24 -16 27 -19 -20 -23
right_child=2 -3 3 4 5 -7 -8 9 -10 -11 11 12 13 -15 25 -17 -18 26 20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0053142282232259289 -0.016962892055500216 0.0029600262975656034 0.022567387920803286 0.030275527751793149 -0.098648303979109273 0.005448239654217174 -0.00034859908473776097 -0.02117388293029308 -0.044705787594769252 0.036661964505845107 0.0056760189766069374 -0.0017347685606836417 -0.0092644917303081036 0.075751896494444415 -0.019621600647298881 -0.002110974419120751 -0.0060384497826535318 0.0084139544838110116 0.0052466590411843778 -0.0010377812674793134 -0.0040400517194420834 0.0015362937222103148 -0.023411823937605113 0.010212572209067175 0.046452122895451115 3.6902680295269092e-05 0.021551364376420665 -0.019818906643277394 -0.00056316843916162673 0.020722205819704947
leaf_count=3396 3085 26163 528 84 20 1069 8566 76 92 619 20908 163772 9357 64 1236 14884 2787 1801 9928 5965 13706 10532 104 3362 448 1573 1082 485 55556 683
internal_value=0 0.0422958 -0.011115 0.0695486 0.261344 0.0744206 0.0175296 0.495177 -0.146782 0.630189 -0.0142839 -0.0273016 -0.0416367 -0.174369 0.0254327 0.0420288 0.0880834 0.00957965 0.00295316 -0.127116 0.0123788 0.0285678 0.112082 0.281021 0.733918 -0.173291 0.190733 0.0552533 0.0072466 0.0562792
internal_count=361931 29559 332372 11054 1960 1089 9094 871 176 695 321318 214581 173193 9421 41388 38579 23695 106737 103369 9050 94319 80613 15129 3914 552 2809 3368 2286 65484 11215
shrinkage=0.05


Tree=3056
num_leaves=31
num_cat=0
split_feature=184 746 429 1253 602 285 708 1321 1314 1252 1253 907 487 1176 652 835 704 1180 1008 638 5 346 1252 1288 150 848 984 1461 809 1106
split_gain=14.8829 19.4258 19.0795 22.556 20.4779 20.0779 18.7965 24.5959 27.5947 20.5341 19.5576 19.1465 18.7506 18.3839 18.2786 17.7661 17.58 19.9394 18.353 22.5476 17.4978 18.0755 17.4361 17.4226 24.909 19.3205 17.312 20.3517 19.0863 19.2516
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.4524236896016391 -0.33740854391263569 1.0000000180025095e-35 1.6732483057716243 0.7703544864701396 -1.3308517790274439 -1.0129940521580727 -0.5034894380481848 1.1549460634488782 1.5389751953186563 -0.85815973658049483 -0.82790392978908256 -0.55024281929118113 -1.0116480970498973 -0.33500127984459543 -0.93300208974735754 1.0000000180025095e-35 2.4069555321164873 1.1128250325173432 1.7068546359253418 1.1064343326130379 1.0000000180025095e-35 -1.3696587746825777 -0.49426140582385109 0.93177101755727243 0.97214040717265149 2.6372809947782678 1.0023692449437478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 4 14 5 -2 20 8 -8 13 -10 -11 -5 -9 -4 -15 18 -18 19 -14 21 -3 -20 24 -13 -25 28 -28 -1 -30
right_child=1 6 3 12 -6 -7 7 9 10 11 -12 23 16 15 -16 -17 17 -19 22 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.00077920697701210626 -0.0060503217410899698 0.0021793986395891437 0.008929864037211353 0.033962054204326818 -0.0020237851812880689 -0.021832257523700653 0.046162837685852567 -0.01287827293252751 -0.0090352243266576225 -0.0096977977839973577 0.055967632259836586 0.10826698278301575 0.0084530840489589875 -0.013067356326541666 -0.018013232949761714 0.0090648693117289514 0.051193303132536422 0.0096743508421518569 -0.026529378134154194 0.17876153559169519 -0.0049763471097473283 -0.0070705828016238356 0.048744196420715383 0.077774640550007365 -0.010869696947728907 0.013132339494783197 -0.0037895493780733302 0.0059154403875804444 -0.0033967497065651034 -0.023268842696565067
leaf_count=192770 25365 45259 637 419 32586 2958 246 1084 459 9414 65 21 452 571 1304 2810 178 1225 647 20 6121 3531 71 85 501 315 24996 3246 3908 667
internal_value=0 -0.0270837 -0.0627092 0.0909811 -0.0764847 -0.145246 -0.00220179 -0.0763915 0.325032 -0.0990822 0.00574215 -0.16112 0.220062 0.0304226 -0.144744 0.107538 0.134812 0.315248 -0.106356 0.257347 0.0174338 0.0320971 -0.398209 0.176314 -0.0980351 0.590718 0.00487255 -0.051216 0.0119668 -0.124644
internal_count=361931 136344 65862 4953 60909 28323 70482 15571 770 14801 524 10336 3012 4465 1941 3381 2593 1403 1190 472 54911 48790 718 922 522 400 225587 28242 197345 4575
shrinkage=0.05


Tree=3057
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 1464 497 728 708 1249 540 1 471 1450 1436 335 629 1243 1388 12 1145 912 1378 294 813 1465 1026 12 1173
split_gain=35.2468 21.5421 29.1787 32.6341 27.5054 27.9671 26.5796 24.2878 24.5861 24.1531 22.3893 22.3403 25.8798 22.0835 21.9552 22.5542 25.7796 23.7091 22.1919 23.1904 21.9284 21.2807 22.4521 21.2601 29.5878 24.0319 23.3655 22.9618 32.4564 22.8692
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 0.71492702701447042 1.656418941702585 -0.49008176997875957 -0.066475362838592636 1.0461308128502937 2.9110317759397999 0.14060148230820743 4.229666733894736 1.0705616865759604 0.60428344764309971 1.8693870961107655 1.084337816590623 -0.078906104149414139 1.7868826627414709 -0.25516671496271354 1.0000000180025095e-35 2.2119996560828836 0.80891129331221767 -0.78032622470695412 1.304868341751126 -0.52774419131799011 6.1635559299390268 -0.40131106912618258 -0.50168384141616662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 7 9 11 -3 -9 -6 14 -7 -13 -8 15 16 18 -17 -2 -20 -11 22 -12 26 25 -25 27 -5 -29 -26
right_child=1 4 -4 23 5 6 13 8 -10 20 21 12 -14 -15 -16 17 -18 -19 19 -21 -22 -23 -24 24 29 -27 -28 28 -30 -31
leaf_value=5.8364246924821755e-05 -1.6820933363513815e-05 -2.8537940406268131e-05 8.731064918697132e-06 -0.00031605534152168911 0.00030484467381890201 3.0181700222337634e-06 0.00029934368505522667 -0.00013769867679709537 0.0001320734703482474 -0.00035988663106295077 -7.0660912046770089e-05 -0.00063671901683605425 0.00028677222514877655 -0.0010537699495300737 5.5945990110796079e-05 4.8645713216127717e-05 -0.00022913353302566152 -0.00015882948398142024 -0.0001067267158281742 0.000194384602463063 0.00016404003485242179 -0.00021476686890195893 0.00053341165429506801 0.00041665363025559631 -0.00046254549776166915 0.0020446306719127329 -0.00011116937008284277 0.005258564171079381 -0.0010867833622041458 0.00011861090740876186
leaf_count=29559 59206 50676 62515 8478 3432 5579 1420 1762 8012 526 17209 459 148 51 15010 22044 5959 3130 36243 1404 1015 9406 344 343 617 38 15996 20 26 1304
internal_value=0 -0.0198407 -0.0311398 -0.047633 0.0120163 0.0966288 0.0214691 -0.00873015 0.0859832 0.21723 -0.0368302 -0.0369189 -0.402404 0.260959 -0.0255741 -0.0365183 -0.0540973 0.0233335 -0.0454356 -0.0950807 -0.00034439 -0.107511 -0.058165 -0.144176 0.0767739 0.679663 -0.174733 -0.312429 2.39522 -0.0515047
internal_count=361931 332372 259292 196777 73080 12630 7657 60450 9774 4973 169955 6186 607 1471 142996 127986 102812 25174 96853 37647 1541 26959 17553 26822 2302 381 24520 8524 46 1921
shrinkage=0.000980392


Tree=3058
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 791 858 691 927 789 650 813 892 1247 428 1249 556 858 566 1452 1470 1459 759 554 706 355 646
split_gain=31.0728 25.3747 36.0034 31.8551 27.3813 35.9308 36.1703 59.9039 31.4401 36.5375 30.1285 29.3703 25.5373 25.3776 24.7463 24.4164 28.393 24.7954 24.4039 23.1751 23.1555 23.1141 22.8355 42.615 28.8233 25.8596 24.9247 22.7506 25.4289 22.66
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 0.29073615932568342 1.0483613175537825 1.1248358748350926 1.6923072129381651 2.1641256470006294 1.0342428102238199 -0.29149962867897405 -0.99270919937965674 1.8362446977621718 -1.1872183965669325 1.0825608069246189 2.1059719136688364 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623 0.85558832110916161 1.4218347872305723 0.99988622835687535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 27 12 13 6 8 -8 14 10 15 -11 -4 22 -6 17 -17 19 -15 -10 -9 -7 29 25 -25 26 -24 -3 -29 -2
right_child=1 2 3 -5 5 21 7 20 9 11 -12 -13 -14 18 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=4.6318537875602388e-05 -5.8970580776201876e-05 -0.00013698707574690444 0.00027074592835494128 2.7185439475709834e-06 -7.0517758258214507e-05 -9.6527264791982848e-05 -7.7092276573549531e-06 0.00030257413953523743 0.00060855510711899184 6.006899228944268e-05 -0.00014864289797797035 0.00033665754004957068 -5.6577715483350766e-05 0.00017513652403923467 0.00010388774649407724 6.3203216680770844e-05 -0.00048737721762580127 6.2902726611350341e-05 -0.00043658830272451637 -0.00030117254457086052 -0.00014393680794150089 9.7570139288424872e-05 -8.6391426712610416e-05 0.00054781968291554275 -4.1094686449826218e-05 0.0002034814914550206 0.00033848145282813096 2.2504934540501602e-05 0.00066494720084590505 6.8660047570885582e-05
leaf_count=29559 33051 6191 5244 5700 94773 82198 18652 4493 162 9918 10118 2066 1127 5803 3837 1179 1414 16981 422 2248 566 3066 6762 1277 531 2508 622 2965 291 8207
internal_value=0 -0.0271873 0.0420933 0.113815 -0.0332777 -0.0447698 -0.0261464 0.0537902 -0.0408823 0.0118908 -0.0325342 0.116467 0.213836 0.0098251 -0.0638607 0.0133022 -0.234477 0.0380262 0.145232 -0.22377 0.257079 -0.0889783 -0.00628182 0.0781413 0.383093 0.0210873 -0.0461277 -0.0612088 0.0842986 -0.0322932
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 44086 32102 11984 6371 59183 98610 21984 2593 19391 6225 2410 5059 85264 52958 11700 1808 9892 7384 9447 3256 41258
shrinkage=0.000980392


Tree=3059
num_leaves=31
num_cat=0
split_feature=733 1459 1450 144 1032 1244 560 1425 636 418 222 1108 423 50 1040 696 156 695 1452 559 760 1386 145 568 3 425 1450 12 1450 1463
split_gain=15.0776 17.0293 29.2539 20.6337 22.232 19.1986 17.2904 17.0745 16.9952 18.7626 17.4595 18.2299 16.7957 19.538 21.4936 23.0117 20.2849 19.0778 18.8432 19.1361 18.8352 18.2477 19.5389 21.9823 20.7801 19.171 17.9209 19.7735 21.7866 23.2906
threshold=1.0000000180025095e-35 0.73871680408646412 4.9048084466922406 -1.6064875643063889 -0.40036270828561343 -0.52525397111427197 1.0658039294841621 -0.49854827941355384 1.089551568986544 0.1290325790996944 0.66981027321090447 -0.64931490663666791 0.26303606961368176 0.55630078546380823 0.41194061931236992 -0.29860253259971264 1.1057425246954469 1.7569868946442422 -0.42242018959202166 -0.76329615037653664 2.2654097059605838 -0.45208144085593988 -0.29437898798388357 0.09696130449850357 1.8352272317779414 -0.77283358944569491 -0.33386868244407664 -0.21530916382722204 -0.2485810560534433 1.2337315408238476
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 8 4 5 7 -7 -2 9 -3 -10 -12 26 14 15 16 17 -14 21 20 -20 -15 -23 24 -24 -26 -1 -28 -29 -30
right_child=1 2 -4 -5 -6 6 -8 -9 10 -11 11 -13 13 18 -16 -17 -18 -19 19 -21 -22 22 23 -25 25 -27 27 28 29 -31
leaf_value=-0.00059251818261084083 0.039359662893707952 -0.00089666891705957258 0.047257627711532885 -0.003296348110388521 -0.0024449498039999691 0.041285082861053007 0.13316790362453798 -0.028020805353406369 -0.021625706429396287 0.010678313387590385 0.054632477900221438 -0.0086316929194780716 0.00096120685120715049 -0.0009632424478778044 0.0010029932177002189 -0.0061637934710925581 -0.012586525468875892 -0.01394774753404981 0.0068767428770139874 -0.004040274799944516 -0.05432089225845247 0.016671597996197964 -0.0079839964331025592 0.014533156848045162 -0.017391113681651131 0.067145660190530046 3.3184652928272016e-05 0.0098983101604700821 0.0014613470584253646 0.009166303330141852
leaf_count=90227 167 5597 153 59821 824 313 33 185 878 3526 79 191 21033 3354 19839 27386 2600 1420 3104 8505 67 2282 1694 1218 60 74 54678 5099 42567 4957
internal_value=0 -0.0406832 0.0497192 -0.0586491 0.265491 0.633654 1.03456 0.0923656 0.0309245 0.0664721 -0.249892 0.24987 0.000698102 -0.0261971 -0.0468088 -0.073491 -0.0198112 0.00129891 0.0318781 -0.0252653 0.115027 0.109004 0.187187 0.0690078 -0.0896043 0.724034 0.012063 0.0314643 0.0615688 0.0467578
internal_count=361931 71767 10424 61343 1522 698 346 352 10271 9123 1148 270 290164 92636 72278 52439 25053 22453 20358 11676 3171 8682 5328 3046 1828 134 197528 107301 52623 47524
shrinkage=0.05


Tree=3060
num_leaves=31
num_cat=0
split_feature=785 21 187 346 1078 74 784 921 710 296 747 948 382 678 840 215 1113 490 690 359 988 1100 1461 1461 1459 1461 1455 1214 1454 1465
split_gain=14.8566 15.1746 24.3099 23.3819 23.4262 21.5271 22.4636 23.1115 25.0027 27.0093 23.0916 22.7571 21.7222 30.1773 27.5339 23.1447 20.7408 21.3502 20.4568 20.0066 19.9352 19.819 19.655 20.8452 20.9622 31.7062 22.962 20.0938 24.1492 28.0292
threshold=-0.86283290253235112 -0.70163543588998201 1.1282120477717485 0.37433861803435681 4.2638229408736681 -0.90581177183759309 0.9594655836162902 1.0525743831388839 0.88013663730638159 -1.251299761249842 1.6274895855248437 -0.65751726450538361 1.0000000180025095e-35 -0.93019531031281677 2.5805861395411211 2.2116149279191819 0.93462283616198383 1.1836430228471799 1.1107748547372631 -0.96617174265479211 1.9686911973953318 0.7582269926747871 2.5032120688259147 4.9249071153624486 0.015014468430795973 3.9993613276323443 0.14145834482007744 1.0000000180025095e-35 0.95531609900580594 2.873316917895123
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 22 3 5 16 -3 11 20 9 -9 18 -7 13 -13 15 21 17 -5 -11 -14 -8 -15 27 24 25 -24 -27 28 -2 -30
right_child=1 2 -4 4 -6 6 7 8 -10 10 -12 12 19 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0020676085026865736 0.002838396171496782 -0.0037191344684918298 -0.0045899422611802333 -0.00089151802189384947 -0.043872809511023562 -0.0023968156797558211 0.0024823972488273423 -0.083596379658467723 -0.011645269389238129 0.017357493716958213 -0.014591530065057071 -0.0066978523894865166 -0.015020223919328597 0.0046713159882334756 0.021989659888986348 0.020231882789562537 -0.0091709203015283812 -0.011043286959248545 -0.0061618573177981478 -0.00030604766611363131 -0.010727509442178294 -0.0029445218409293737 -0.009505138934592202 -0.025305324217304651 0.019158065881217771 0.047632319359597157 -0.002284822666854145 -0.0020309915139330153 -0.0082261177439538358 0.015513459060484139
leaf_count=29559 46783 21526 26658 32256 402 39785 21116 42 560 3809 308 4555 1550 19870 1000 912 7580 4093 483 46369 1590 6900 1193 210 1671 205 211 34846 5214 675
internal_value=0 -0.0104735 -0.0197341 -0.0121405 -0.062891 -0.000676648 0.00823226 0.0636834 0.190179 0.241204 0.254864 -0.00561827 0.0173602 0.0632392 0.0881576 0.0737963 -0.0590075 -0.036388 0.296024 -0.0138564 0.032428 0.0604417 0.017152 0.179575 0.22242 0.0271411 0.51119 0.00902592 0.0375649 -0.102083
internal_count=361931 332372 241364 214706 44331 170375 148849 27908 5202 4642 4600 120941 81156 33237 28682 27682 43929 36349 4292 47919 22706 26770 91008 3490 3280 1609 416 87518 52672 5889
shrinkage=0.05


Tree=3061
num_leaves=31
num_cat=0
split_feature=785 519 727 728 869 921 783 791 858 382 927 691 789 507 566 813 892 1247 428 590 579 760 858 858 1121 556 990 852 975 766
split_gain=38.3085 27.9691 38.7326 34.2392 37.5463 38.4017 54.6763 32.6016 36.8215 31.0214 30.0649 29.7894 26.2546 25.9883 24.9753 24.7535 24.6144 28.4418 24.5749 24.2301 25.4031 24.5683 23.6054 23.1261 22.9925 22.9265 22.7038 26.8324 23.9437 22.6829
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0000000180025095e-35 1.0483613175537825 0.29073615932568342 1.1248358748350926 0.65809631222906606 2.1059719136688364 2.1641256470006294 1.0342428102238199 -0.29149962867897405 -0.99270919937965674 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 1.0825608069246189 1.0825608069246189 0.80106270623882148 -1.1872183965669325 0.65656536832909496 1.0000000180025095e-35 0.75208456852563055 -0.45228654518479167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 13 5 7 26 15 11 12 -10 16 -4 -2 -6 -5 18 -18 25 20 -15 24 -8 -11 -22 -9 28 -28 -7 -24
right_child=1 2 9 4 14 6 22 8 10 23 -12 -13 -14 19 -16 -17 17 -19 -20 -21 21 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=5.3509752011128057e-05 -9.4024552788330298e-06 -6.1270644278514614e-05 0.00027515114345121137 -7.332665956307898e-05 -0.00010020164579272858 -0.00010070942763223842 0.00029467942906179315 0.00060232479251377498 5.8343861798539568e-05 5.5073512284202112e-05 0.0003381467594658826 -0.00014957260775166672 -5.6763571677800603e-05 7.4108053811433556e-05 0.00010153588593817 0.00010103038813572662 6.0587485962439487e-05 -0.00048992737976963341 6.0950832917103104e-05 -0.00015317561149613305 0.00020336399603226971 0.00046577074482173235 0.0001271732377596367 -0.00034750315782838272 -0.00062521301938224646 -0.0003014426268774786 -5.2788748578844613e-05 0.00031201206949526346 9.7576484168334726e-05 -0.00076717545162450921
leaf_count=29559 48652 9447 5244 94773 82198 10632 4493 162 9918 5055 2066 10118 1127 6552 3066 3837 1179 1414 16981 1387 747 1655 375 645 190 2248 1784 1865 4371 191
internal_value=0 -0.0279884 0.0447092 -0.0343809 -0.0472153 -0.0281832 0.0541931 -0.04335 0.0103663 0.118981 0.115305 -0.0342073 0.21761 0.0138424 -0.0923671 -0.0667316 0.0113459 -0.237176 0.0361708 0.109216 0.149013 0.322478 0.248477 0.00952801 0.0510707 -0.224412 -0.00469256 0.146701 -0.0455824 -0.159146
internal_count=361931 332372 21518 310854 251671 166407 23711 142696 44086 12071 11984 32102 6371 59183 85264 98610 21984 2593 19391 10531 9144 2592 5059 5700 937 2410 18652 3649 15003 566
shrinkage=0.000980392


Tree=3062
num_leaves=31
num_cat=0
split_feature=1430 1298 1469 1456 1328 395 1117 71 341 1078 702 478 545 85 130 1047 976 1084 277 622 630 350 838 1189 848 1449 1124 675 1459 21
split_gain=15.0015 24.4875 24.4324 22.8509 21.7589 21.4502 22.4333 20.5601 24.249 19.7625 19.4501 29.5893 21.6513 29.5198 20.9709 20.7283 22.7361 23.8455 21.9431 20.6345 20.5093 20.4933 19.6408 21.9108 19.872 23.5795 19.4766 19.9825 19.4476 20.4454
threshold=0.54622893720785959 1.0000000180025095e-35 -1.1374964112163577 5.6068634316437889 0.68691326259613905 1.0000000180025095e-35 2.1840411250722549 1.0671176744945645 1.6369401821412268 2.3773680579807461 2.2275443133153514 0.54569065282110529 1.0000000180025095e-35 0.81703811576565089 1.7243530357355066 -0.3663510238010102 0.58059889290947375 1.0000000180025095e-35 2.2389681932836689 -0.67999990251161158 1.8154863142277902 -0.084589171269475447 -1.0167494927346878 1.1708622244298923 0.65782335200896591 3.0182001278972974 -1.1209865286844898 1.3006397995630099 -0.29335017616020637 3.2696271451839771
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 9 6 7 8 -4 -1 12 -12 13 14 22 18 17 20 -14 -19 -17 26 23 -3 25 -24 -16 -28 29 -7
right_child=-2 10 3 -5 -6 28 -8 -9 -10 -11 11 -13 15 -15 21 16 -18 19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.004775011646534575 0.00098141581755547148 0.0085839743528079802 -0.0025410859256842023 0.018628913839990383 -0.0072101266749990903 -0.0041983320463611596 -0.022220412441447707 -0.011581004732045607 -0.013443951622266484 -0.026984715938979595 -0.012616495349036775 0.0191480267602053 -0.00035409228013023679 -0.0081253974182093902 0.025429034121273619 -0.00066747847453100596 0.0065713363024413017 -0.0033510784910627382 -0.016714274641140905 0.0077859800753753254 0.014813849814333228 0.0040067324040589007 9.7992813006199695e-06 -0.015727796837820315 -0.0062181803733949818 0.01907712870509698 -0.021776347937833437 0.058315390772328168 0.00072172314933729 0.045756479774869789
leaf_count=11420 85047 5840 40705 604 2873 24682 1591 6883 7775 366 2776 485 32618 9297 149 29065 13063 2498 1296 9552 1007 1196 30272 651 9270 773 2365 34 27699 79
internal_value=0 -0.0147138 -0.0425417 -0.0577009 0.041924 -0.0609837 -0.102124 -0.0928705 -0.0713832 0.0821876 0.00357478 -0.168666 0.00746414 -0.0307113 -0.00774646 0.0274393 0.0521464 0.0283154 -0.0175701 0.110327 -0.00310888 -0.198052 0.00552072 0.127663 -0.015189 0.0122281 -0.334143 -0.397726 -0.0285091 -0.0789806
internal_count=361931 276884 124677 110018 14659 109414 56954 55363 48480 11786 152207 3261 148946 59847 50550 89099 55185 42122 33914 12050 30072 3744 46806 6491 40315 31045 2548 2399 52460 24761
shrinkage=0.05


Tree=3063
num_leaves=31
num_cat=0
split_feature=125 789 885 858 1055 471 1452 697 1321 547 1461 1461 1459 202 1454 1451 1467 1461 1465 1449 1464 1451 1449 1465 84 957 1464 546 760 1450
split_gain=14.5093 22.2836 21.746 21.3949 24.5382 22.5206 21.2531 24.1425 19.3541 18.806 18.7659 41.6143 41.816 27.4551 28.6908 44.1965 37.6561 44.0195 53.4396 34.5343 33.9356 32.8161 32.2536 34.7115 29.7629 27.7304 26.8323 26.2714 24.9631 24.2363
threshold=1.5320262332576917 2.1947927481295069 2.9080136987884808 1.0825608069246189 -1.207721006710577 1.0000000180025095e-35 -0.049547816776096786 -0.67166661178324871 -1.0911040174332938 -0.2980246578018278 1.2257192582534573 -0.3640729456269281 1.9632967188765165 2.2706774934648286 -0.58754815837321106 0.64614069530580831 -0.43081157782580487 0.56849382259836123 -0.16063340327381712 0.60588132381810589 -0.32896304062901921 -0.42658740747902063 -0.68447756783004043 -0.063611481550710794 0.61298576895996215 6.1461395162251238 0.19065333474563756 -0.60246384342380399 -0.55252238153498145 -0.53957858280654969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 -5 -2 7 -4 -8 -9 11 -1 13 14 15 16 21 19 20 26 -19 22 23 -13 25 -16 27 -18 -21 -12
right_child=1 -3 6 4 -6 -7 8 9 -10 -11 29 12 -14 -15 24 -17 17 18 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020661741128163562 0.00032492313215751255 -0.012090526790196213 -0.057630789265476989 0.071995397842212733 -0.0058734714522678064 0.0073155197329938804 -0.046121597910530499 -0.022160944689536805 0.021836827290595079 0.046762580522156282 0.0070509638157549891 0.0001108279139582581 0.016349164847579419 -0.015768713005697581 -0.0089375087853820669 0.026450358470270233 -0.02219714204906445 0.033282406095036014 -0.012135046633868348 -0.016329042539907135 0.0057873260136423119 -0.014667042433490813 -0.0067122427866594782 0.047072582495419901 7.7449931603256394e-05 0.15678329682151648 0.021178195159273105 -0.0018498519554008257 0.04760641536725152 9.8130297124387496e-05
leaf_count=251741 9296 1261 188 40 3167 12308 59 212 199 46 9098 518 1184 4457 21267 752 1860 1515 905 123 1111 4642 2070 332 7474 28 415 2648 261 22754
internal_value=0 0.04175 0.0549719 0.0658954 -0.0951818 0.0900138 -0.29559 -0.568262 0.158621 -0.18297 -0.0100697 -0.016051 -0.081448 -0.0938877 -0.0783678 0.00167599 -0.0282689 0.0822142 0.283506 -0.0712447 0.448251 -0.156959 0.0397176 0.409809 -0.12639 -0.176256 -0.136831 -0.202011 0.579944 0.0427143
internal_count=361931 26776 25515 24811 3207 21604 704 446 258 258 335155 303303 51562 50378 45921 17152 16400 8838 3531 5307 2626 7562 2920 850 28769 21295 4923 4508 384 31852
shrinkage=0.05


Tree=3064
num_leaves=31
num_cat=0
split_feature=21 484 346 488 741 844 286 224 631 1312 1321 565 838 209 1354 1384 1326 288 830 499 1053 277 281 838 1037 893 1292 1329 144 499
split_gain=14.3136 15.2689 19.2997 20.8742 20.0045 19.7668 19.6091 22.0563 18.429 18.1909 17.7944 17.6907 19.5107 17.5207 17.419 17.4089 21.1148 18.5123 17.4035 19.179 25.3243 25.953 17.3977 17.1271 16.6437 16.6152 27.9684 22.753 21.8099 20.5579
threshold=-3.2545899522946695 0.40243943359777712 -0.46907469964808751 -0.78571523268247134 3.7539993751867136 -0.1704257512760472 0.84902492877589764 0.89608849235028865 1.0018374863366371 -1.3941747735105279 1.093264477091183 0.76449329091907681 0.11668839612087996 2.318612619707495 1.0000000180025095e-35 -0.2204153971695593 2.15724710703013 -0.25705749870285982 0.03428150828048062 -0.56062971952550389 -0.13603622172190974 0.23091016515670063 0.38651081006827848 0.7259672612764424 -0.84998117751003111 1.6744786423712141 1.4892968121444323 -0.098318971896972376 0.5591401735916004 0.32606609528600677
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 4 8 6 -6 9 13 -4 -3 11 12 14 -8 -10 -11 17 -17 19 -12 -21 -22 -16 -15 -18 -2 27 28 29 -27
right_child=1 2 3 -5 5 -7 7 -9 10 15 18 -13 -14 23 22 16 24 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.015559101049363578 0.00038564512073757369 0.039393723646292428 -0.011251444586383004 -0.0020515614310143595 0.20875834483284145 -0.016839284827016413 -0.0032278415144289443 -0.020544490585742693 -0.0072090367887322569 0.0053676428085310092 0.0037905028975633069 0.024915560976681649 -0.030237927719472191 0.0079126117375962167 0.068489012542763336 -0.0080082799822121121 -0.066027208309284505 0.0023808483254078145 -0.0065590462763988723 0.04461168630791254 0.099336954193271099 0.32412228154643707 -0.047730860461831677 0.085858445783703219 0.050511923494067724 0.0047534394927397187 0.013309429947316369 -0.008899435338446603 -0.0091796099043647307 -0.0070837056100329313
leaf_count=716 241608 178 8644 49743 21 21 4940 1417 512 10519 143 287 710 134 133 5146 28 5366 150 95 30 21 39 55 137 9820 1343 11655 4731 3589
internal_value=0 -0.00578965 -0.0347439 -0.0610834 0.0167215 2.25935 0.0148708 -0.105184 -0.171622 0.0487873 0.0670054 -0.06886 -0.219163 -0.0371712 0.0892768 0.0422326 -0.0295933 -0.0445809 0.562257 1.0031 1.59736 3.29056 0.907917 0.7001 0.766411 0.00229595 -0.0578663 -0.0783607 -0.0207006 0.0326684
internal_count=361931 361215 88469 60507 27962 42 27920 6546 10764 21374 2120 1681 1394 5129 684 21196 10677 10512 439 289 146 51 172 189 165 272746 31138 29795 18140 13409
shrinkage=0.05


Tree=3065
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 830 710 691 1376 290 1242 639 560 1159 712 996 494 730 783 934 514 603 660 639 8 345 907 915 361
split_gain=32.1374 24.7917 22.9227 54.5498 22.768 25.6832 22.3328 20.9811 25.5362 19.9026 22.8207 22.5135 20.5023 19.8075 19.5633 19.4137 19.2945 24.2893 19.2064 31.7454 28.7313 25.0638 22.5557 24.62 20.2363 20.1402 19.1789 19.3261 19.0947 20.9556
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.8227892136636004 0.76029184741838574 -0.3266635670241857 0.18805867694879752 2.1089670232183031 3.5578112322456241 -0.4698900685825908 2.2610407443932834 3.3585567575760655 -0.63779424894106762 1.0565563832172893 0.9338414958155935 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.11942102837874842 -1.298475463871557 0.46293354690950167 0.49932493644430648 -0.11372201006058917 -0.4729292306919966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 4 3 -3 9 18 7 16 -9 10 -2 14 -13 -12 28 -1 17 -7 19 21 22 -6 23 -20 26 -25 27 -22 -11 -30
right_child=1 2 -4 -5 5 6 -8 8 -10 11 13 12 -14 -15 -16 -17 -18 -19 20 -21 24 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00011527351051752206 -1.1602985266728337e-05 -5.6956827723732337e-05 -6.5421518774381698e-05 0.00042378455171868963 4.5934472138554135e-05 0.00026509913677538359 0.00046760798601454723 -0.00044840627012060675 0.00017127243268487204 -2.3569429920996316e-05 0.00013999243007627627 0.0011056220562471492 -2.6026070620329142e-05 -0.000535212285319401 -0.00095018011525938126 7.2205113062908771e-05 -0.00017372306380377853 -0.00013718835387690705 0.0001635029403419845 -7.1681339208644972e-05 -0.00016670552703064215 0.00040551666416594048 2.8997245187499962e-06 -0.00044304360633952829 -0.00032027252106195874 0.00061389972406521761 0.00034377273568269077 0.00036392442913041399 -1.3766271914077575e-05 -0.00016284655718714063
leaf_count=3225 120406 4821 93730 1384 6880 4074 894 642 573 37825 5551 150 193 188 185 26334 645 767 2134 17685 1651 1041 1982 101 1064 996 644 373 8978 16815
internal_value=0 -0.0202948 -0.055624 0.0827596 -0.00857539 0.0369854 0.147851 0.10768 -0.153111 -0.0196897 -0.00479624 -0.0566608 0.546313 0.121034 -0.0602581 0.0554801 0.161119 0.206764 0.0107125 -0.0205877 0.0967963 0.0950248 0.198487 0.300698 -0.051852 0.548728 0.0435164 -0.0654276 -0.058172 -0.112518
internal_count=361931 332372 99935 6205 232437 42146 7595 6701 1215 190291 126145 64146 343 5739 63803 29559 5486 4841 34551 25606 8945 7921 5213 3231 3732 1097 2668 2024 63618 25793
shrinkage=0.000980392


Tree=3066
num_leaves=31
num_cat=0
split_feature=785 519 727 382 181 789 728 147 639 1109 1209 209 706 649 154 1104 858 980 838 1253 294 1011 74 1160 1292 1463 1180 683 300 622
split_gain=34.1933 26.6532 36.1076 29.9624 24.8948 24.5904 23.635 23.4683 27.8117 24.2128 23.63 22.3559 22.1107 24.3722 21.855 21.7161 21.6852 21.3645 22.5924 21.2095 21.0075 20.897 20.3086 20.15 25.0614 25.8911 19.8563 20.6606 19.8231 19.6848
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 -0.044493704381537387 0.24328896595660957 -0.26553050707364761 -0.83247849222909354 1.4237363317142799 1.0455881621042182 1.0000000180025095e-35 -0.96795322724809052 -0.53687105976496086 1.0825608069246189 1.114765214040659 1.7160454171542312 -1.9213989604981019 0.92159612535094959 -0.44652962571832033 0.15485994010265344 1.0000000180025095e-35 1.0000000180025095e-35 0.52100604611544155 -1.0336988418748552 1.0000000180025095e-35 0.66750466041236212 2.0993526713610131
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 12 5 7 11 -1 19 9 -9 -11 14 -3 -14 15 22 17 18 29 -2 -6 -16 -4 24 25 -8 -19 28 -28 -5
right_child=1 2 3 16 20 -7 23 8 -10 10 -12 -13 13 -15 21 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00012770588861970593 -0.00022883336743557381 -0.00012174397184502816 -0.00011018544663085032 0.00017196563879143763 -5.8536162349531839e-05 -5.0893894272758481e-05 -0.00014884166239857981 -7.254069102667091e-05 -0.00011782697054849501 -0.0001295407634846143 2.7720571846637499e-05 -0.00019817500955677983 -0.00012942284366154058 0.00028216814099302489 0.00020051824978712055 0.000243774789562545 -0.00033586726189792354 0.00041715070373275423 -0.00050712142262738093 5.8022932387022305e-07 -0.00019450050992331273 0.00048923772625095207 -0.0013587599001512554 0.00013012267905626156 0.00010603267696329712 0.00018936431185015041 0.0003963828466081418 -0.00063908290574763642 -0.0011986436572435477 -0.00061468093345311433
leaf_count=3396 2540 6791 167 3861 55516 1127 5137 36585 26862 6211 36849 394 1181 1475 1856 423 645 137 237 135865 10426 2321 83 13520 6289 1217 176 456 43 145
internal_value=0 -0.0252189 0.045792 0.11759 -0.031463 0.214629 0.0527838 -0.0218297 -0.0487901 -0.0282222 0.0077561 0.275784 -0.0577199 0.109484 0.313906 -0.0309992 0.00995637 0.055182 0.113497 -0.00283061 -0.0782339 0.369665 -0.522017 0.073612 0.0123705 -0.083338 -0.248738 -0.400494 0.118368 0.148912
internal_count=361931 332372 21518 12071 310854 6371 29559 244912 106507 79645 43060 5244 9447 2656 4850 673 5700 5055 4243 138405 65942 4177 250 26163 12643 6354 812 675 219 4006
shrinkage=0.000980392


Tree=3067
num_leaves=31
num_cat=0
split_feature=785 519 588 713 934 872 927 678 1218 701 207 278 1325 675 1463 791 1257 533 900 248 623 1044 554 1291 426 9 833 692 1108 1323
split_gain=14.4591 15.0032 31.0903 26.5266 29.2074 27.3058 26.145 24.5674 27.4546 24.5282 24.7906 28.7404 23.4741 23.4524 23.1455 22.9843 27.0729 22.8983 30.729 26.3129 24.0143 24.2872 25.441 21.912 21.8873 22.2317 21.7262 21.6488 21.585 26.6211
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 3.0757328524286596 1.0483613175537825 0.34708990927187483 3.9048232315577729 -1.0567448848329388 -0.36865139828100285 -0.69746823146337811 -1.2041537048247015 1.3006397995630099 3.3344277704427654 1.0000000180025095e-35 -1.8686579413661482 1.0000000180025095e-35 0.16160037013677994 1.0000000180025095e-35 2.3252666384362528 0.39633033140480972 -1.1237505956845004 1.1335042337638954 -1.0426649150096583 0.79514485555565484 1.0666271513565218 1.9509562405789327 0.84929707023936563 -0.45955961557890618
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 -2 7 -4 8 14 -3 11 -11 -12 15 17 -9 -17 18 -5 20 21 22 -20 26 -18 -26 -15 -19 -6 -30
right_child=1 2 6 5 28 -7 -8 13 -10 10 12 -13 -14 23 -16 16 24 27 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0020564883309544643 0.0042524207353159616 -0.011377657176508293 0.013279623213736061 -0.007024989756436526 -0.0023691389828190182 0.008922673463447009 -0.0097605340992399023 -0.001690460755864156 0.017715671486230208 0.0096067517207644535 -0.018203624257536643 -0.0083313327685521667 0.0059554921225917178 0.0066687344669474451 0.0085281364058397546 -0.033619525997662346 -0.014828911864319852 -0.0019120963475216795 -0.016692812222897126 -0.0069870337034724089 0.026609776528120861 -0.0068259142889868568 0.0055537520623732744 0.031712687336948521 0.0060889426419205011 -0.0043067933716045507 -0.011946175621987373 0.0078155125711822267 0.01464990082823798 -0.001765393491571598
leaf_count=29559 26102 2111 3780 46209 24200 2968 618 55851 729 1412 583 4252 8762 6357 2409 394 1174 89835 1214 10093 506 5265 9781 364 14080 3489 889 3343 2669 2933
internal_value=0 -0.0100033 0.0435422 -0.0147301 0.0296806 -0.0256958 0.199832 -0.0287577 -0.0472462 0.00217114 0.0302546 -0.0822374 0.0953042 0.00211695 -0.0497861 -0.010591 0.0576372 -0.0537129 -0.0926337 -0.0257364 0.0319283 0.013869 0.0768198 0.116604 0.0677041 0.0842389 0.0903205 -0.0313268 -0.0192259 0.114624
internal_count=361931 332372 21518 310854 55904 254950 4398 251982 169384 17120 15009 5664 9345 82598 168655 74988 19137 166246 73068 26859 16766 16260 10995 7610 18743 17569 7246 93178 29802 5602
shrinkage=0.05


Tree=3068
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 869 921 783 650 791 861 1367 646 659 288 772 697 867 760 518 1230 209 1452 1470 924 606 834 1319 692 858
split_gain=35.8514 24.1841 35.3186 33.3969 28.5916 36.1805 33.4519 52.9573 28.6759 28.3946 34.4459 35.4108 26.3644 26.2201 25.7166 26.569 27.5052 25.0258 25.3057 24.4367 24.297 24.6094 24.1788 26.0288 23.6329 23.4517 23.4449 24.4117 23.4311 23.0178
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.6923072129381651 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 0.99988622835687535 2.2359170208873898 -0.49007917302955323 0.59283568349182547 0.53167395993329025 -0.72818492217606867 3.3235719592242248 1.0794040238867422 2.3457019632811744 1.4237363317142799 0.075388382208316021 1.3024667090820021 1.8999064755685127 2.1543936751333881 -0.58909029701897253 -1.4426332212323278 -0.91671528415897374 1.0825608069246189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 20 8 6 9 -8 12 17 -11 14 13 22 -12 16 -16 -6 25 -10 21 28 -2 -24 -7 26 27 -19 -4 -9
right_child=1 2 3 -5 5 24 7 29 19 10 11 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.2723783220477125e-05 -9.019342855545662e-05 -5.9685386960189845e-05 -0.00026073920042651687 -1.1300928756395369e-06 -0.00011276902058847071 -9.6853926244700435e-05 -5.6357698845598684e-06 0.00028827014494875637 9.5696968212306187e-05 -0.00010685238960582365 -6.9503559328622157e-05 0.00028282863771383562 9.4131862360848241e-05 0.00017144935594345392 7.8634976064888629e-05 0.00020759343028025666 -0.00014914661702084228 0.00036947249698552134 -0.00043313265992180841 0.00047836180736151413 -0.00019683951535469271 -0.00021129831361846644 2.5288454549886071e-06 0.00039816348712365407 6.9501940635997178e-05 0.00014926113269226861 -6.7590716250753106e-05 8.809284867483499e-06 0.00031853235304349809 -0.00015665217700994451
leaf_count=29559 24143 9447 331 5700 31644 80985 18861 4522 5128 11130 11869 2506 9858 3017 10105 4742 4247 1243 1178 826 529 446 12109 823 5393 3166 46045 16747 5065 567
internal_value=0 -0.0261679 0.0415212 0.11261 -0.0321178 -0.0434199 -0.0248526 0.0516844 0.0137144 -0.0388883 0.0110199 0.0471062 -0.0041129 -0.0311466 0.0231161 0.0722959 0.0201232 -0.0605092 -0.0355062 0.161034 0.215122 0.253904 -0.0477408 0.0292329 -0.087429 -0.0305579 -0.040874 0.0300839 0.291952 0.242764
internal_count=361931 332372 21518 12071 310854 254950 168572 23950 55904 144622 44599 33469 49950 40092 30963 19094 14352 100023 68379 5954 6371 5842 37075 12932 86378 67201 64035 17990 5396 5089
shrinkage=0.000980392


Tree=3069
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 1464 497 728 708 644 943 564 540 1 12 471 353 747 967 978 417 1314 1252 695 492 1465 1106 154 51
split_gain=30.4617 24.6024 29.7325 32.3372 28.6516 28.2954 27.4014 25.7518 25.5331 24.4967 23.3245 24.5517 25.2406 22.2838 25.8293 22.2776 22.0441 21.9178 25.3915 25.581 26.9099 23.2596 22.9898 23.1329 22.1934 21.8379 21.7042 24.8205 24.8863 22.6613
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 0.71492702701447042 1.656418941702585 -0.49008176997875957 -0.066475362838592636 -0.34929633066952553 1.4693784537238983 -0.50418770996360651 2.9110317759397999 0.14060148230820743 -0.25516671496271354 4.229666733894736 -0.90025158221480928 1.0000000180025095e-35 -0.20575281925485042 -0.95701537237522805 1.567617038470033 -1.6074403728556548 1.3370570215231854 1.4353435807765345 -0.60159953132584409 -0.52774419131799011 1.7407510129396675 -0.15489933552323301 -0.68916341501484679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 7 9 13 -3 -9 -6 17 -12 -13 -7 -15 -11 -8 25 22 20 21 -20 23 -19 -21 -2 29 28 -28 -5
right_child=1 4 -4 26 5 6 16 8 -10 15 11 12 -14 14 -16 -17 -18 18 19 24 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.615274405104e-05 1.194637268961299e-05 -3.4036389150057722e-05 1.6450399701885125e-06 -5.3342440243691469e-05 0.00030302832264451533 -1.1679397007197183e-06 0.00029933477900318797 -0.00014394060594954993 0.00013057730042716025 -0.00036588536645679366 -6.0588051697926535e-05 -5.4370331043084373e-05 -0.00036138730878539668 -0.00063953994295171655 0.00028142789954912524 0.00016154030548584384 -0.0010519333953861137 0.00038037987961334741 -0.00031376916000439497 -8.1319658677656479e-07 0.00010940728460742039 0.00063728332363570904 -6.8502027279335396e-05 -0.0007699184594932776 -0.000266810164657899 -0.00019315581589156696 -0.0002327241585648679 0.00029349049416132637 -1.6980042476994697e-05 -0.00037478531278723826
leaf_count=29559 5068 50676 62515 2397 3432 5579 1420 1762 8012 526 81687 4704 4628 459 148 1015 51 1121 1424 15382 17772 140 27571 158 1827 8473 8399 996 8202 6828
internal_value=0 -0.0266438 -0.0386823 -0.0552777 0.00735562 0.0936334 0.0181068 -0.0137724 0.0836082 0.214803 -0.0445478 -0.0736743 -0.221968 -0.0411101 -0.405633 -0.00404112 0.261052 -0.0162391 -0.00021054 0.0369396 0.0901225 -0.218605 -0.0558667 0.278052 -0.0283726 -0.11156 -0.151085 -0.0963647 -0.124815 -0.276282
internal_count=361931 332372 259292 196777 73080 12630 7657 60450 9774 4973 169955 91019 9332 6186 607 1541 1471 78936 65395 36545 19336 1564 28850 1279 17209 13541 26822 17597 16601 9225
shrinkage=0.000980392


Tree=3070
num_leaves=31
num_cat=0
split_feature=1430 1160 789 444 153 381 513 565 213 696 704 60 1381 927 558 503 1017 85 215 979 1400 807 1258 1468 1455 1398 478 499 913 809
split_gain=14.6935 29.1617 19.4746 19.8849 18.9583 18.2536 21.6831 18.9896 24.0665 19.237 18.7574 20.431 20.1072 21.076 37.0472 19.1344 18.6439 21.441 18.6328 20.0878 19.5751 18.2071 18.3716 25.473 18.2339 21.9908 24.0189 18.1696 18.0875 18.0031
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0617732612454149 -1.4434050698684338 1.0000000180025095e-35 1.0454229551509682 -0.49528417161929766 2.0311249237259821 1.940416676169465 0.32279172868690043 1.0000000180025095e-35 -0.48471296297320005 1.0483613175537825 -0.47731554470378573 0.86446839017694588 1.9834070577257195 0.38381612977916651 1.9918283910400278 1.2566711101200636 1.1920396740625516 3.5737384174799574 0.32438182617194827 1.1169629351287809 8.4982874954323897 -0.39474319605916003 -1.0000000180025095e-35 0.98705752087276932 -0.70019605808935981 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 21 5 -5 6 7 8 9 16 -9 12 13 -12 -15 -14 -4 -18 19 -7 -20 24 23 -23 -2 -26 -27 -11 -19 -1
right_child=2 -3 3 4 -6 18 -8 10 -10 27 11 -13 15 14 -16 -17 17 28 20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0047650826704318692 0.00089121728931747127 0.00014307141501321145 0.0082231091566706219 0.024524752868075914 -0.013040124458766251 -0.002670073238112523 -0.0097788563693006203 -0.004574668737420207 -0.042899529589491447 0.03160971907980456 -0.010070023566145451 -0.01982174543120226 0.012712814225059176 0.077906086394375101 -0.0059158462010890393 0.046333727761800926 0.01890090762214057 0.21402235810272252 -0.039172617211972405 -0.024683566788664769 0.045238619093517014 -0.031602928420073326 0.010713703230909274 0.028068403002528636 0.032125639223353666 -0.082512054521883801 0.012778769484490521 0.12874152809404496 0.049828018473522646 -0.00042763911601936225
leaf_count=55595 173024 86293 3221 189 3061 5480 1917 4929 139 139 849 424 1325 79 165 262 85 20 329 647 31 857 325 101 36 103 41 26 21 22218
internal_value=0 -0.0234183 0.00704572 -0.0548853 -0.218749 -0.0278314 0.0202462 0.0590643 0.200967 0.235426 -0.00194103 0.134595 0.197912 -0.0275472 0.50222 0.362181 0.195724 1.17829 -0.12645 -0.0959524 -0.61067 0.0152198 -0.283343 -0.465181 0.0170142 -0.649229 -1.06416 0.994007 2.60981 -0.0646607
internal_count=361931 164106 197825 23338 3250 20088 13601 11684 3651 3512 8033 3104 2680 1093 244 1587 3347 126 6487 6127 360 174487 1283 958 173204 180 144 165 41 77813
shrinkage=0.05


Tree=3071
num_leaves=31
num_cat=0
split_feature=1097 407 332 119 789 1470 981 705 568 1375 1457 1102 317 1469 982 1463 1467 1455 1457 944 1203 1449 1154 697 1016 1146 21 285 845 1452
split_gain=38.5398 43.5802 28.3085 53.688 31.5273 36.2396 34.7974 29.4767 30.1947 28.4466 28.2863 29.8472 24.9997 24.9559 24.3123 24.2096 26.4417 23.8267 29.219 23.5573 23.6819 23.2728 23.3722 23.1383 22.6698 26.6498 24.2733 25.0282 22.1819 21.9336
threshold=-0.64966988391888181 -1.2965003005540392 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -1.3664195657027294 1.469577105443127 0.90721770011872871 0.091666786449547108 1.9058216595195987 1.2916200332612386 1.0000000180025095e-35 1.0000000180025095e-35 -0.63393269545937792 -2.0853290453618007 1.5896008821182519 4.5114904631235966 1.7778406063357999 2.6377270431544337 1.4781763871474156 1.0493698651048509 0.74561756370782817 1.0000000180025095e-35 -1.5082748187861761 0.65834228227133607 1.0000000180025095e-35 1.189441983669046 -0.45247170222311506 2.5665016583305249 2.3445682831865544
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 12 3 21 5 -4 23 8 14 -9 11 15 -2 -5 -7 16 19 -12 -19 20 24 22 28 -6 25 -1 -27 -28 -3 -15
right_child=1 2 4 13 6 7 -8 9 -10 -11 17 -13 -14 29 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00023787565484039916 -2.5540416672495721e-05 -0.00017990056767749375 -0.00037854947025760694 8.2089575893148212e-05 0.00038563726945869498 0.00082770420993801225 0.00015701216279118368 0.00012056020837120114 6.7265268597158228e-05 -0.00025897961670839019 3.4329912695490785e-06 1.4508611390149766e-05 -0.00016572914837700595 -1.107427793521675e-05 -2.2678736765279643e-05 6.1700817524646133e-05 0.00060432858262174512 0.00056824514928410905 -5.4365363080793931e-05 9.1030466037593229e-05 -1.6446853361389675e-05 3.2303345470141974e-05 -5.1534261910352711e-05 -0.00011735135825125458 -5.2767501186943162e-05 -0.0001354888583302768 0.00044928499805695023 -0.00012113618119527717 0.00066182284683520987 -0.00048861681932591482
leaf_count=21460 14610 25755 833 16500 368 152 2385 21584 31749 1078 10898 15060 16739 34126 37701 5439 226 765 554 3707 10898 6892 16303 13703 13714 36261 785 947 261 478
internal_value=0 -0.00846534 0.00175286 -0.0281359 0.023881 0.0388555 -0.0617251 0.0429293 0.0211596 0.108235 -0.0619091 -0.0760695 -0.0978908 0.0168813 -0.0197622 -0.0958538 -0.107037 0.0442488 0.308291 -0.109906 -0.119064 -0.0936347 -0.118423 -0.104557 -0.138138 -0.164419 -0.120733 0.156979 -0.175642 -0.0177124
internal_count=361931 241217 209868 100315 109553 93097 16456 92264 69602 22662 120714 108497 31349 51104 37853 93437 87998 12217 1319 87772 84065 49211 42319 14071 73167 59453 37993 1732 26016 34604
shrinkage=0.000980392


Tree=3072
num_leaves=31
num_cat=0
split_feature=470 257 56 148 359 809 343 3 1226 1466 1151 1430 1117 417 971 566 138 85 702 553 609 320 1374 1450 540 795 141 1463 852 1079
split_gain=14.7485 24.0692 22.4234 21.5533 21.525 19.6481 18.6014 19.7446 18.5804 18.5195 20.6779 23.8673 19.6691 21.9705 19.1888 21.769 20.5406 19.4957 18.4015 18.3543 18.1019 18.6068 18.5575 17.9194 19.7844 20.4459 21.9461 21.7631 20.2062 18.0301
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3308989143581884 1.472043912993436 1.6518864604429058 0.30030769612360109 -0.98080658021568345 2.7860623538189473 0.51364500316626394 1.481418445396719 1.4660437873930479 -0.13808386000442488 -1.3582647269803283 1.0455447963783828 0.57299361617713518 0.066684263029453628 -0.59634861351525426 1.8498805643660443 0.53555796208458128 0.98843275535716713 0.88160724310766836 0.465487111418174 1.0705616865759604 -0.93049901949950853 0.73593705410083743 0.26852253224389205 -0.29992807559646961 0.64081800999824112 1.9634214862007473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 -4 5 6 8 -8 -5 -3 11 14 19 -14 15 17 -17 -11 20 -13 -9 22 -22 -1 29 26 -26 28 -27 -25
right_child=-2 9 3 4 -6 -7 7 18 -10 10 -12 12 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.0055469627307524411 0.00035117990720748673 -0.000823375259399667 -0.023461453747824768 -1.914121968314527e-05 -0.030315507101608397 0.032296416681923693 -0.033837181450241754 0.021139370512857834 -0.03627957743687709 -0.0063755722503927763 0.017076745934262217 0.036610288411042989 0.05370700319028468 0.00033276377203122164 0.012717148684620717 -0.018863533895346056 0.0019020111557562882 0.0048884336524907855 -0.036351092998371581 -0.017129966737765536 7.9817862560385176e-05 -0.037164476609425671 0.057196377493776256 -0.026396107862474063 -0.0053875333582339554 -0.022227536942994425 0.01269045359625403 0.050643710036798906 0.062572917314718993 0.061234231545123752
leaf_count=55306 191352 73660 751 15306 369 228 160 1542 282 2879 1135 480 87 880 1437 1540 1003 6441 105 89 447 130 67 797 3273 204 1663 236 46 36
internal_value=0 -0.0234861 -0.0618785 0.0105774 0.0255114 0.0371899 0.0259209 0.20218 -0.011607 -0.000234831 0.0677035 0.0443866 0.284077 0.105597 0.0110217 -0.0190809 -0.206045 0.0308619 0.247687 0.586276 0.287912 -0.00984478 0.17069 -0.0923084 0.041982 0.0928253 0.0368949 0.559524 -0.0131546 -0.403958
internal_count=361931 170579 80948 19387 18636 18267 18039 2451 15588 89631 15971 14836 1536 967 13300 11863 2543 9320 2291 569 2186 644 514 61561 6255 5422 4936 486 250 833
shrinkage=0.05


Tree=3073
num_leaves=31
num_cat=0
split_feature=1097 269 785 713 1457 1102 1463 1467 1455 1457 900 84 519 354 974 710 930 629 487 747 958 644 419 791 606 803 1187 772 1328 760
split_gain=34.5834 40.0771 31.5913 28.7544 28.1255 28.1251 24.5122 26.5793 23.9606 28.7819 22.5909 26.765 23.1707 41.7831 33.4286 30.5656 44.0155 29.4313 34.8917 25.7272 35.48 31.2481 30.7471 28.7392 30.8517 26.6347 24.9409 24.8052 26.8733 24.6199
threshold=-0.64966988391888181 -1.2832447556410924 -0.86283290253235112 1.0000000180025095e-35 1.2916200332612386 1.0000000180025095e-35 1.5896008821182519 4.5114904631235966 1.7778406063357999 2.6377270431544337 2.1273853924476502 1.4073521381958805 2.1420547332082829 1.5225780964414024 0.35033872518181458 1.9207401787728819 1.0000000180025095e-35 1.1923636192327456 0.81613437573249659 1.0000000180025095e-35 1.0000000180025095e-35 -0.34929633066952553 0.03458625151706874 1.0000000180025095e-35 2.1543936751333881 1.9682860324222273 1.3184484253728141 0.41062950845071167 2.3648460020557844 -0.31481926667141008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 -1 -6 -10 12 -12 15 14 -14 19 17 18 -17 20 -4 23 -22 24 25 -21 -18 -24 -29 -28
right_child=1 2 10 -5 8 -7 -8 -9 9 -11 11 -13 13 -15 -16 16 26 -19 -20 21 22 -23 27 -25 -26 -27 29 28 -30 -31
leaf_value=-0.00010131893924815674 -8.5628917561790465e-05 -0.00017954227590524042 -0.00011453449749741848 0.00010428757678032511 9.1466580466000192e-06 1.8029555391653128e-05 6.9440039950851302e-05 0.00061319978949829729 0.0005734090251178892 -4.5344459335202928e-05 0.00019067392945890476 -0.00028419332130340719 0.00011616386224216903 0.00048115699759206977 -0.00011410895790299735 0.00033574843319752622 -7.5017455045737802e-05 -0.00029678163719703247 -0.00014931263806715681 -3.1605559888990191e-05 -7.0041277552623953e-05 -4.2710116731602197e-05 2.4527599373980678e-05 0.00011684466259976544 0.00024945385071566942 0.00018521904927502729 -0.00010424426422761335 0.00025920243126696142 0.0018315849420488938 0.00063579018153475371
leaf_count=87772 32744 1859 32239 20222 10898 15060 5439 226 765 554 4407 606 7797 963 3773 4308 6643 446 835 30775 10937 56982 5236 12615 1996 2512 339 2495 47 441
internal_value=0 -0.00502857 0.00521076 0.0830851 -0.0557497 -0.0699035 -0.0891694 -0.100457 0.050282 0.31538 -0.00438183 0.137209 -0.00861934 0.0758088 0.042079 -0.0161264 0.0850066 0.224826 0.269934 -0.0251287 -0.0694784 -0.00631177 0.0121195 0.0324417 0.00121029 -0.0144087 -0.0297098 0.121237 0.29752 0.323765
internal_count=361931 241217 208473 22081 120714 108497 93437 87998 12217 1319 186392 5013 181379 12533 11570 168846 13012 5589 5143 155834 50954 104880 18715 47898 35283 33287 7423 7778 2542 780
shrinkage=0.000980392


Tree=3074
num_leaves=31
num_cat=0
split_feature=785 728 1080 557 771 647 590 1246 195 728 750 831 941 690 773 846 626 429 1050 803 365 215 281 765 497 377 974 775 1186 8
split_gain=36.1395 33.0123 27.3399 25.5754 25.4105 25.1993 63.1287 24.2387 23.6892 22.4673 21.8501 21.1128 20.608 26.6033 20.4973 22.7547 20.2801 20.5025 19.9954 19.966 20.5533 25.1276 24.7031 23.4636 23.2566 33.2414 30.7529 29.2565 20.7268 21.6472
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 -0.35952260062872804 1.5265272373495906 -0.87782724458594241 0.58895901036483078 -0.064456036560907717 1.3909106807663625 -0.49008176997875957 1.0000000180025095e-35 2.2565722203209058 1.0000000180025095e-35 -1.0374721545411714 -0.047698291759740483 -0.49810276807172887 2.8030760057392921 1.5997950634227804 2.0594537109710127 3.0813325700491205 -0.78919497293715091 2.892522238250677 -1.4161742334052956 1.9055793309111257 1.4974877722517597 1.4210717172751071 0.37636433273224362 0.13281703179381904 -1.2365438265958983 1.6226881493933347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 7 19 6 -3 -2 12 -1 11 -9 14 -14 -4 -16 17 -12 -15 20 21 22 -5 24 27 26 -26 28 29 -22
right_child=1 5 8 4 -6 -7 -8 10 -10 -11 16 -13 13 18 15 -17 -18 -19 -20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00012313179126660493 -1.9389416329849007e-05 -7.1977908950198439e-05 0.00020282249491827118 -0.00028666373047413722 -0.0002144316570070257 -7.7739660578704213e-05 0.00044489766823714675 -8.6542178478945055e-05 -0.00025932980928669705 7.1951050099751729e-05 -0.00032745760322957449 0.00026289817968929699 -0.00022265803803596764 0.00030647684077048684 0.00014124095430646704 -0.00033025030889029028 0.00072189446964526305 0.00034686898364153992 -0.00085910218857234138 0.00020997729234379113 -0.00018585243317571312 0.00077058826260253054 7.3459645016613461e-05 -0.00016625120962788319 0.00013682149042175846 0.00042169208976360013 -0.00013459960957424143 -5.6611477668497554e-05 3.4077939342366219e-05 0.00039028968262579605
leaf_count=3396 53687 4821 1301 1161 2734 93730 1384 30629 689 26163 5379 808 488 3605 717 1070 127 327 66 1948 4663 179 18705 4776 5176 1154 2530 44767 45383 368
internal_value=0 -0.0271066 -0.0135884 -0.0186733 0.000467093 -0.0677067 0.0770331 -0.0495484 0.105565 0.0530996 -0.0987075 -0.0771912 0.140224 0.234112 0.010246 -0.136938 -0.261272 -0.289113 0.29294 0.00480651 0.00116633 0.0660326 0.0575323 -0.0111391 -0.00429668 0.0961366 0.0481722 -0.0154577 0.0215954 -0.136613
internal_count=361931 332372 232437 224501 133544 99935 6205 90957 7936 29559 37270 31437 7247 4159 3088 1787 5833 5706 3671 130810 128862 20045 19866 108817 104041 8860 7706 95181 50414 5031
shrinkage=0.000980392


Tree=3075
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 1431 365 209 827 671 706 649 858 720 980 838 713 1469 961 52 72 1452 389 16 954 417 54 1243 710 830
split_gain=35.5434 24.9426 38.0839 30.7966 26.4933 24.1003 23.6357 22.0829 22.5995 21.8259 21.162 24.0582 21.0132 20.995 20.8534 22.5479 20.6771 20.5528 28.9489 26.816 21.9362 21.5557 23.5233 21.4731 21.3957 21.3263 25.4826 22.9842 21.9803 22.1967
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.252139075762716 1.3930109656029248 -0.36836247429892682 5.6047752163038629 1.0455881621042182 1.0000000180025095e-35 1.0825608069246189 2.6041406800878906 1.114765214040659 1.7160454171542312 1.0000000180025095e-35 -0.39788720369829361 1.0000000180025095e-35 5.6574699592131381 -1.4840379094527199 0.75260204243716256 3.1253737290220349 -0.1177062934146504 5.4609056438767345 0.36140394296403439 2.8571107612274447 -0.035905815948427552 2.5170410845570568 -1.2340020874689077
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 5 10 4 7 9 -7 8 -4 17 -3 -12 14 -8 15 -5 -1 25 19 24 -20 22 -22 -21 -19 26 -2 28 -27 -30
right_child=1 2 3 12 -6 6 13 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 20 23 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.00012659564922425765 -1.0629340247720985e-05 -0.00012782175118475426 0.00013131044687137664 0.00014020984380712045 -6.2813559163697004e-05 -4.9553094484507727e-05 -0.00017044734880343885 -0.00018207997348325983 0.00041693122348373255 -0.00086129401700391756 -0.00013851713768877746 0.00027017858663665488 -0.00033493381384620656 0.001212045718320523 -0.00024526597889684205 -0.00051224051213674844 6.8836732019724719e-05 -2.3351160932751843e-05 0.00017733345135508837 -0.0002953241742554823 -0.00011738989295500274 -0.00034587272234606745 0.0007330384678611708 0.0034059588063823729 0.00076103496775663812 8.3311755767617233e-05 -0.0003346600791238736 -3.5829288417957356e-05 -0.00047632626017285787 0.00061309570129235353
leaf_count=3144 54409 6791 1823 4006 1127 107317 14007 415 3006 152 1181 1475 645 39 812 237 26415 82808 1609 20 18699 3316 146 22 127 17257 1245 9043 108 530
internal_value=0 -0.0278431 0.040836 0.114587 0.21293 -0.0338837 -0.062239 0.276304 0.315219 -0.0185034 -0.0654044 0.0981336 0.00543329 -0.166236 0.049961 0.107616 0.0517428 -0.0177951 -0.0398665 -0.0212826 -0.120302 -0.140341 -0.110568 2.02897 -0.022114 0.00821708 -0.0182271 0.0572952 0.0998631 0.472922
internal_count=361931 332372 21518 12071 6371 310854 121363 5244 4829 189491 9447 2656 5700 14046 5055 4243 29559 189339 106747 82977 23770 22161 18845 42 82935 82592 55654 26938 17895 638
shrinkage=0.000980392


Tree=3076
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1002 209 1022 146 712 1022 1292 156 1329 1447 730 783 934 514 603 660 8 639 345 907 497 356 48
split_gain=36.7236 25.4486 24.3498 28.2889 22.7807 22.6964 58.9588 21.1673 23.5523 20.8224 21.3129 20.1877 19.9672 25.3235 25.7276 20.2853 19.7362 19.0431 32.2463 29.0217 27.3281 22.9433 24.9997 20.2857 19.6631 18.9625 18.7944 18.754 18.7034 18.5277
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 0.69854289147193727 0.23696906566319156 1.0000000180025095e-35 2.7503861831498626 -0.63779424894106762 0.67527595557081987 1.0000000180025095e-35 0.3066483305190903 0.48130940867841759 1.2420411362750934 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.11942102837874842 0.46293354690950167 0.49932493644430648 2.5623266075722904 -0.88459116152366701 1.8372674881307383
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 9 17 -5 6 -3 -6 -9 10 16 -1 13 -13 -15 -14 29 18 20 21 -4 22 -19 -24 25 26 -21 -20 -8 -2
right_child=1 5 3 4 7 -7 28 8 -10 -11 -12 12 15 14 -16 -17 -18 19 27 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017909009423715673 -0.00012656018215500105 -0.00012930253971997146 -2.3076027824096272e-05 -0.00017110446283471491 0.00018589215571624014 -0.00013316922135128174 -0.00026983024701189746 -0.00047803018824901653 0.00016726400571920997 -6.8470515045858434e-05 0.0002260674629421021 -8.8381931140655757e-05 0.00019926619683128123 0.00010860899401882844 -0.00015888595123824276 -0.00019750868718683648 -3.4455295223540399e-05 9.5340570176364421e-05 -0.00014943410355888685 -0.00023232572337715857 0.00034979976156025819 -6.5143242181611255e-05 -0.00050170930612287274 0.00054755886983681788 -0.00038095455759108238 0.00027054320991568888 0.00028629214503324534 0.00033647234750224403 0.00045482046659178847 -0.0003021988674080036
leaf_count=3225 72257 4821 6880 1294 5339 93730 198 480 482 103001 802 10791 4305 8581 1953 704 10062 2134 17354 1651 1041 1982 101 996 1064 644 373 331 1186 4169
internal_value=0 -0.0898709 -0.0780368 -0.0311833 0.0853216 -0.125011 0.0110224 0.137205 -0.149569 -0.089389 -0.118293 -0.00869899 0.0102245 -0.017277 0.0587203 0.141505 -0.122401 -0.058378 -0.0893224 0.0266338 0.026392 0.128248 0.231176 0.480408 -0.121211 -0.0277496 -0.134833 -0.141831 0.37415 -0.137793
internal_count=361931 332372 232437 42146 7595 99935 6205 6301 962 190291 87290 29559 26334 21325 10534 5009 86488 34551 25606 8945 7921 5213 3231 1097 3732 2668 2024 17685 1384 76426
shrinkage=0.000980392


Tree=3077
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 712 1022 727 1016 346 1249 1040 759 834 730 783 934 514 603 660 639 8 678 677 913 792 85 830 1002
split_gain=34.6596 30.8151 25.7247 29.1355 24.7654 59.8027 23.6629 23.35 23.1204 22.4204 23.6194 24.7696 29.2122 23.6413 21.2721 21.1522 32.1493 27.4661 27.2305 22.738 25.9268 20.3871 20.359 20.2503 20.131 20.12 20.5185 19.9929 19.9805 20.2924
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 -0.63779424894106762 1.0000000180025095e-35 -1.5722412400100421 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.11942102837874842 -1.298475463871557 6.0948733974029876 1.0000000180025095e-35 -1.0282579537198486 -0.87246257202899724 -1.3274107148674466 1.6405209124780595 0.69854289147193727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 15 5 -3 -1 9 -5 10 11 12 14 23 -2 16 18 19 -4 20 -17 -19 -22 24 -14 27 -27 -11 29 -10
right_child=1 4 3 8 -6 -7 -8 -9 28 25 -12 -13 13 -15 -16 17 -18 21 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00013468622555199564 -0.00034696802916661976 -6.6902895659665769e-05 4.0239121261783105e-05 -0.00010823321270221563 -7.5029153013555171e-05 0.00043598863877461084 7.142291484802063e-05 -3.646299604559392e-06 0.00020989662763618331 0.00020376947875718059 -0.00020080340165015996 -0.00021601573420263961 -6.323900402537771e-05 0.00081008093394595955 0.00095254054683165503 0.00015915919129324405 -7.6352961858530449e-05 4.7347918376419033e-05 0.00041510601952035174 1.1542687595605005e-06 -0.00044102982264963066 -0.00031649194658380907 0.00061901840443535461 0.00082167233207272713 0.00012494633877578026 6.0924759511678337e-05 -4.3452438664628374e-05 -0.00020083854437842025 0.00048940337883086893 -0.00013277424632160352
leaf_count=3225 2747 4821 6880 1294 93730 1384 26334 103001 4464 733 14802 6707 13021 210 95 2134 17685 2668 1041 1982 101 1064 996 102 3683 13657 26285 5248 971 866
internal_value=0 -0.0257812 -0.0127227 0.035631 -0.0650334 0.0785089 0.0527682 -0.0245161 0.153478 -0.0554757 -0.106361 -0.0621936 -0.0204195 0.0144676 -0.302735 0.0076798 -0.0251221 0.0978753 0.0911093 0.197063 0.299521 -0.0473575 0.553604 0.00343569 -0.00588005 -0.02524 -0.00808423 -0.153541 0.205148 0.157229
internal_count=361931 332372 232437 42146 99935 6205 29559 190291 7595 87290 41367 26565 19858 17016 2842 34551 25606 8945 7921 5213 3231 3732 1097 16806 16704 45923 39942 5981 6301 5330
shrinkage=0.000980392


Tree=3078
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 728 1022 1016 346 1249 1040 759 830 710 691 834 678 677 1022 1292 156 913 792 85 1329 848 1002 209 494
split_gain=38.6816 30.812 27.1382 29.5465 24.7373 61.7759 23.9803 23.4739 24.578 23.5351 24.8395 29.4204 23.6574 23.1672 21.9753 25.4021 21.0776 20.4088 22.192 19.8902 25.9788 24.3835 19.8878 21.0051 19.9109 19.8112 19.6359 19.5635 21.5661 21.4479
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 1.8227892136636004 0.76029184741838574 -0.3266635670241857 2.0780443506202029 6.0948733974029876 1.0000000180025095e-35 0.67527595557081987 1.0000000180025095e-35 0.3066483305190903 -1.0282579537198486 -0.87246257202899724 -1.3274107148674466 0.48130940867841759 0.22474039559735945 0.69854289147193727 0.23696906566319156 0.9338414958155935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 -4 5 -3 -1 8 9 10 11 16 17 14 27 -16 -2 18 26 20 -8 -22 24 -24 -10 -21 -13 29 -29 -5
right_child=1 4 3 13 -6 -7 19 -9 22 -11 -12 12 -14 -15 15 -17 -18 -19 -20 25 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00012983230623440497 -0.00035449551314356055 -7.4155829771826605e-05 3.5087023247269105e-06 0.0002735110672164551 -8.0057888940815512e-05 0.0004366504229076468 -2.8319089217103155e-05 -9.0139709011114033e-06 0.00019945714158238099 -0.00020805198352320147 -0.0002236658006379698 -1.4413687269159046e-05 0.00080150097422749102 0.00047456339835615926 -0.00045030273858948642 0.00016626250643376756 0.00093626229976948624 0.00081617702604303119 0.00012378817543396946 0.0002574482305995828 0.0001683766755306805 -9.1035499489829785e-05 5.7548350949095365e-05 -4.7999653048750553e-05 -0.00020393860478521366 -0.00013143706903549814 -0.00025098874999824976 -0.00044862388435522701 0.00019279239355913901 -0.00011694689928922999
leaf_count=3396 2747 4821 34551 3890 93730 1384 10696 103001 733 14802 6707 9336 210 894 642 573 95 102 3683 4289 8530 1945 13657 26285 5248 703 3685 445 435 716
internal_value=0 -0.0309866 -0.0179363 0.0317029 -0.0701836 0.0730949 0.0519418 -0.0300345 -0.0610353 -0.11417 -0.0701608 -0.028395 0.00658849 0.15034 0.109431 -0.156799 -0.310842 -0.00442284 -0.0137522 0.0729065 0.0453314 0.12155 -0.0293667 -0.0123178 -0.15683 0.202392 -0.0750652 0.164035 -0.121271 0.218699
internal_count=361931 332372 232437 42146 99935 6205 29559 190291 87290 41367 26565 19858 17016 7595 6701 1215 2842 16806 16704 26163 21171 10475 45923 39942 5981 4992 13021 5486 880 4606
shrinkage=0.000980392


Tree=3079
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 1022 727 1016 346 1249 1040 759 834 728 990 567 913 792 85 1179 678 677 10 1328 848 730 783 514 934
split_gain=33.8886 28.5188 24.4569 28.6389 24.2306 59.2223 23.1755 23.0531 22.2955 23.3836 24.1986 28.6566 23.6498 21.1404 20.809 20.0229 19.8134 19.7544 21.274 20.0365 19.1912 18.9914 21.1962 20.1738 22.1783 19.7144 18.8632 33.3042 27.5525 26.7381
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -1.5722412400100421 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 -0.49008176997875957 1.09266583130301 -1.7658299547505127 -1.0282579537198486 -0.87246257202899724 -1.3274107148674466 -1.2524426706612906 6.0948733974029876 1.0000000180025095e-35 0.32575098534153513 -0.85267927759954587 0.34247168471896122 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 6 26 5 -3 8 -5 9 10 11 13 16 -2 -1 -9 -13 19 -19 20 -10 22 25 -24 -25 -18 27 28 -4 -28
right_child=1 4 3 7 -6 -7 -8 15 17 -11 -12 12 -14 -15 -16 -17 21 18 -20 -21 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=-0.00011994023773310193 -0.00034710862725544572 -6.8414747513059439e-05 4.01972922434544e-05 -0.0001124544374900409 -7.5608039789323744e-05 0.00043199742963018206 -6.0816447577567629e-06 0.00013272174725937241 0.00094459853288294789 -0.00020242961005137829 -0.0002166282387046133 -0.00074490693923132643 0.00080708620492573886 0.00094784092223053004 6.7898768651388449e-05 0.0004098442497593571 -1.5638075844804796e-06 5.9714507789775266e-05 -4.6572078435808976e-05 -0.00020204532865896236 1.7439348769054104e-05 0.00080093807341355676 3.4112750289845323e-05 -0.00042787962184357402 0.000497104816210534 -0.00024748367901964921 0.00018337611217638877 -7.9060953528682545e-05 0.00041731269391420049 -5.2980406811844551e-05
leaf_count=3396 2747 4821 6880 1294 93730 1384 103001 4808 127 14802 6707 366 210 95 26163 1493 9427 13657 26285 5248 606 102 2527 151 911 3322 5213 17685 1041 3732
internal_value=0 -0.0279792 -0.0154193 0.0317315 -0.0657454 0.0762201 -0.0269157 0.148643 -0.0577621 -0.10851 -0.0645599 -0.0232898 0.0112502 -0.302988 0.049722 0.20032 0.000218548 -0.0276126 -0.0106125 -0.15473 0.207087 0.0102266 0.00107015 0.139176 0.389116 -0.0593034 0.0040344 -0.0269483 0.0913612 0.0891808
internal_count=361931 332372 232437 42146 99935 6205 190291 7595 87290 41367 26565 19858 17016 2842 29559 6301 16806 45923 39942 5981 733 16440 16338 3589 1062 12749 34551 25606 7921 8945
shrinkage=0.000980392


Tree=3080
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 647 590 1376 290 1242 710 691 639 560 915 361 1452 61 1470 1410 1 625 491 487 566 419 1469 1114 490 777
split_gain=34.9363 24.5752 24.0095 27.2664 23.3519 22.1322 55.4431 21.9539 23.6871 21.5672 21.2693 25.1982 20.128 19.8345 19.5042 20.9114 19.9754 22.025 20.8728 20.1009 19.7315 24.2924 20.0424 19.4034 19.3202 19.4085 21.8485 20.5642 19.4483 24.9418
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.87782724458594241 0.58895901036483078 0.18805867694879752 2.1089670232183031 3.5578112322456241 0.76029184741838574 -0.3266635670241857 -0.4698900685825908 2.2610407443932834 -0.11372201006058917 -0.4729292306919966 0.039474337618497217 1.0000000180025095e-35 1.1605466117522381 1.0445359980324682 -0.45892939755694456 -0.41345953985924611 0.55618266521270698 3.6510187249897208 2.2401583428922476 -0.83202065260420666 -0.9998032076890585 -0.89303800521061338 1.2566907299549066 -0.089491437320016215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 10 6 -3 8 24 14 -5 -12 -11 -10 16 -16 19 18 -18 -9 21 22 -17 -22 25 -2 27 -27 29 -28
right_child=1 5 3 4 -6 -7 -8 9 13 12 11 -13 -14 -15 15 20 17 -19 -20 -21 23 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=5.0317606456063908e-05 -9.2536431350868147e-05 -6.7106748297640829e-05 3.6738815588861437e-06 0.00015450249196389946 0.00047108501405006888 -7.2146631614582979e-05 0.00041684579171293252 -0.00010109993394925512 0.00013548451326243774 0.0010794727227686921 -0.00045099006060912987 0.00016347217837698125 -4.0314145955930367e-05 -0.00053969608274619238 -2.5799959488736098e-05 -0.00025631287648223496 7.4502319882239741e-05 -9.7310151651924662e-05 0.00049528459903412224 0.00010182346098432057 -0.00012932507274804669 -0.00045565342500335264 0.00032830808807924499 0.001170484150761156 0.00011065613805670637 0.00019580134139640358 -5.087028427689796e-05 1.7522044490467167e-05 -0.00013995147488139674 3.1409312514845399e-05
leaf_count=29559 19141 4821 34551 5486 894 93730 1384 22361 5551 150 642 573 193 188 9014 1148 7597 4537 651 2782 12286 2946 422 59 4545 3352 42574 13559 8067 29168
internal_value=0 -0.0276068 -0.0159522 0.0307706 0.144881 -0.0626996 0.0729683 -0.0273445 -0.0117108 -0.0660673 0.103785 -0.158277 0.523296 0.116427 -0.0695758 -0.124275 -0.035186 0.0413401 0.111874 -0.0761888 -0.177611 -0.319884 -0.0831759 -0.124094 -0.0188662 -0.0248601 -0.0129322 0.0550018 -0.0290321 -0.0184418
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 126145 64146 6701 1215 343 5739 63803 25875 37928 12785 8248 25143 16861 4516 1570 12345 120406 115861 96720 16911 79809 71742
shrinkage=0.000980392


Tree=3081
num_leaves=31
num_cat=0
split_feature=785 728 1080 557 771 1246 647 590 195 750 712 831 414 626 429 872 690 921 1381 803 332 775 232 540 1050 954 671 210 1378 629
split_gain=33.8106 27.0032 26.2051 25.4299 25.2364 24.1868 24.0641 59.9129 23.4844 21.3634 20.8273 20.3569 20.3558 20.1575 21.1382 19.7524 27.543 20.4519 19.6395 19.4549 20.7295 30.7655 26.6153 25.3262 24.7213 23.4522 22.3183 24.8937 22.2883 22.4224
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 -0.35952260062872804 1.5265272373495906 -0.079643453684858423 -0.87782724458594241 0.58895901036483078 1.3909106807663625 1.0000000180025095e-35 -0.63779424894106762 2.2565722203209058 3.0651320907414923 2.8030760057392921 1.5997950634227804 1.0000000180025095e-35 -1.0374721545411714 -0.24051307952136838 2.357618222692532 3.0813325700491205 1.0000000180025095e-35 0.14901870014849014 0.92584771804271815 0.99026637822014563 1.6882490053599626 2.9053803668447165 1.0000000180025095e-35 -0.67688704024019219 1.3270320169852767 1.1491532981758965
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 19 -2 7 -3 15 11 -1 12 18 14 -11 -4 -17 -18 -7 20 21 -5 23 28 26 -25 -23 -28 -22 -30
right_child=1 6 8 4 -6 9 -8 -9 -10 13 -12 -13 -14 -15 -16 16 17 -19 -20 -21 22 24 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.00012836666355948027 -2.3031068262080999e-05 -7.0663120798860265e-05 7.5360311617914788e-06 1.3192781499196308e-05 -0.00021764790469146935 -7.3280121645469728e-05 -7.6554624356069571e-05 0.00043234831292595743 -0.00026437358351558544 -0.00032761063713800977 6.5097301205023736e-05 0.00025075429123232326 -0.00062452679613253124 0.00071871569679776909 0.0003525567181331491 -0.0002400053601187093 -3.238122253758424e-05 0.00035397895966796474 -0.00043753780277120416 0.00020325911673006421 -3.5102048744716538e-06 -0.00019524097700319363 -7.5803303370139413e-05 0.00014359523345695358 0.00015501235128164911 -0.00012234223351967964 -0.0002558452456582729 -1.0725697592445662e-05 0.00021398450391025393 -0.00015845059074883763
leaf_count=3225 53192 4821 3130 31901 2734 29631 93730 1384 689 5447 26334 817 407 127 331 487 698 2932 1005 1948 40951 13631 10498 11319 1958 1451 2720 10162 3488 783
internal_value=0 -0.0300325 -0.017821 -0.022792 -0.00371835 -0.0535542 -0.0667568 0.0746109 0.098839 -0.102057 0.0475596 -0.0809641 -0.0917477 -0.261628 -0.288974 0.133347 0.226432 0.286684 -0.0848754 0.000603192 -0.00298429 -0.0372648 0.0204666 0.0382427 -0.0951734 0.115794 -0.11513 -0.0565344 0.0130369 0.150207
internal_count=361931 332372 232437 224501 133544 90957 99935 6205 7936 37765 29559 31860 31043 5905 5778 7247 4117 3630 30636 130810 128862 60372 68490 57992 28471 12770 26513 12882 45222 4271
shrinkage=0.000980392


Tree=3082
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 647 590 710 691 1022 48 146 1441 727 996 494 1169 156 107 356 1151 1288 968 1124 1466 1118 680 1457 730 783
split_gain=32.0566 21.8067 23.2034 27.4089 22.3828 21.7771 54.7568 21.1258 25.4086 19.99 21.9045 21.3648 20.5218 19.9098 19.32 24.1102 19.1803 26.4035 18.7689 18.6873 18.605 18.5966 21.5661 19.5128 20.9285 21.2165 19.5148 18.441 18.3447 31.6648
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.87782724458594241 0.58895901036483078 0.76029184741838574 -0.3266635670241857 1.0000000180025095e-35 1.8372674881307383 2.7503861831498626 1.7193014468115779 1.0000000180025095e-35 1.0565563832172893 0.9338414958155935 0.18848160436186537 -1.1003691979828194 1.0000000180025095e-35 -0.88459116152366701 3.3566824307941974 1.3901882842073681 -0.23957137006885484 1.0981733516237933 0.62601761964614633 -1.2191737168391319 0.77071421383085248 -0.32527573851921721 -0.33215574005720661 1.1155635910225459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 9 28 7 6 -3 14 -9 10 11 12 21 -1 15 -5 17 -12 27 -8 -14 -2 -23 -24 25 -25 -26 -10 29 -4
right_child=1 5 3 4 -6 -7 19 8 18 -11 16 -13 20 -15 -16 -17 -18 -19 -20 -21 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-1.0792206223035697e-05 -2.5890194751505058e-05 -6.0997178496502185e-05 8.9933939981809113e-05 0.00026565051736750255 0.00046840977287322026 -6.560808248896775e-05 -0.00022143324146367454 -0.00044769341898631286 -0.00013231312316240002 -3.8646189982465949e-06 0.0018096758158789186 0.00030895858043914447 -0.00022718348577452127 0.00010130364519667293 -0.00017307671261289568 -0.00013506390632054505 -0.00046608466131586141 -0.00013970144254752765 -0.00046106314351816252 0.00050837786618226932 0.00060208852647600675 -0.00031378074347821936 -0.00012567121673467003 0.0010027137575135498 0.00077321631918780018 -0.00014978601255347232 0.0034660625572379791 0.00076945997007905442 8.9111036380272744e-05 -7.4669101292099016e-05
leaf_count=12551 67953 4821 7921 4074 894 93730 198 642 176 103001 42 765 5561 17008 645 767 1783 2828 167 1186 126 4340 3081 120 143 528 20 230 8945 17685
internal_value=0 -0.0229585 -0.0119748 0.0339989 0.148499 -0.0560904 0.0786905 0.108283 -0.153262 -0.0231897 -0.0518965 -0.0432641 -0.047572 0.052724 0.161907 0.207574 -0.22664 -0.11385 0.173523 0.428898 -0.203198 -0.0379278 -0.16331 -0.0363157 0.318567 0.0890399 1.05943 0.4098 0.00687484 -0.0237262
internal_count=361931 332372 232437 42146 7595 99935 6205 6701 1215 190291 87290 82637 81872 29559 5486 4841 4653 2870 573 1384 5687 76185 8232 3892 811 648 163 406 34551 25606
shrinkage=0.000980392


Tree=3083
num_leaves=31
num_cat=0
split_feature=785 181 1169 1190 427 488 21 705 791 335 1469 706 1354 278 837 44 1385 1035 727 917 952 906 1454 1451 562 84 10 1298 348 678
split_gain=37.2443 28.6328 26.8477 26.3293 27.2073 39.3577 26.789 28.9531 29.999 26.5147 25.4963 22.8233 22.1349 21.6604 21.5599 26.6592 24.7949 22.6453 21.223 21.1254 21.0957 20.8442 20.7108 20.4537 21.4689 20.4381 19.9428 19.8499 22.0901 19.7395
threshold=-0.86283290253235112 1.0000000180025095e-35 0.77241039982938642 1.7121686571640717 -1.348160153145215 2.1072953141862252 -0.70163543588998201 0.9500464794385356 1.0000000180025095e-35 1.0000000180025095e-35 -1.1374964112163577 1.2485425377125741 1.0000000180025095e-35 -1.2942468646338992 0.32387784103069944 1.0000000180025095e-35 -0.74673589378905059 3.1420766820373047 1.0000000180025095e-35 2.8951716385050976 1.0000000180025095e-35 1.9114774280003843 2.6579444067051354 0.59897055457132509 -0.78125459286258225 2.1684217135117305 -0.42754415442756716 1.0000000180025095e-35 -0.14875883251322597 5.4562307876106422
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 4 5 -2 9 13 -9 10 -6 22 23 25 15 26 17 -16 -1 -13 -19 -11 -12 -5 -25 -8 -4 28 -20 -15
right_child=1 -3 14 12 6 -7 7 8 -10 21 11 19 -14 29 16 -17 -18 20 27 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.6380706515421392e-05 -0.00016107983473456238 -7.8877319631512024e-05 -3.513130572729277e-06 -0.00013452657351900807 0.00030052424985366921 0.00041410600919273806 -0.00021348363308612531 3.1483068871001685e-06 0.00015579904694862755 1.8444897739405172e-05 0.00012165043683350054 -0.00029258865403549193 -0.00037385885112444715 -2.3676916538850852e-05 -2.4948572699896362e-05 1.9830708204619289e-05 -0.0001847195514474322 0.0014529969979542898 -0.00010269386789852169 0.0018063598782465363 -0.00044047977188679886 -0.00029657553853337901 -0.00041378637216674677 0.00055615065103811485 -7.7884851848968068e-06 0.00061203476215455151 -0.00016035096029723647 0.00016962128225727003 0.00012550198709649672 0.00048491462302164081
leaf_count=12551 10551 69820 7496 7136 2519 648 4890 18323 7942 19369 10968 1100 1936 106322 6929 22793 16901 100 3510 28 65 1243 334 385 1246 154 12896 9299 4199 278
internal_value=0 -0.0324275 -0.0225522 -0.0106089 -0.00476202 -0.124477 0.00127913 -0.0123104 0.0504228 0.056324 0.124288 0.0801865 -0.124463 -0.0283794 -0.0674444 -0.0363247 -0.133285 -0.000108503 0.048919 -0.247048 0.903782 0.00130534 0.107493 -0.0798597 0.136771 -0.187291 -0.1023 0.101019 0.0213361 -0.0224181
internal_count=361931 332372 262552 195372 184669 11199 173470 137909 26265 35561 14949 12430 10703 111644 67180 43185 23995 7094 29559 1128 165 20612 11302 8767 1631 5044 20392 17008 7709 106600
shrinkage=0.000980392


Tree=3084
num_leaves=31
num_cat=0
split_feature=1097 269 1303 1470 81 7 1453 1449 1440 1105 7 1358 139 1453 21 1454 1453 1452 1458 1460 820 1456 959 21 1449 338 1458 1461 1457 1454
split_gain=17.4241 28.3417 25.0245 27.6783 22.4851 22.2864 21.2684 28.2098 22.9166 22.0361 21.16 20.5618 20.1358 20.1266 37.1035 34.7887 44.7693 35.5487 28.1794 23.6748 25.4422 21.3443 22.852 20.6518 43.545 44.1688 40.4781 33.3852 39.7172 45.6257
threshold=-0.64966988391888181 -1.2832447556410924 1.7160994611581364 -1.1417127449306028 -0.92328623348401984 -0.89640785941402479 3.3620603879665567 -0.25215149739540188 3.4272944243925525 -0.61817036136512382 -1.5520406699313545 0.48172645892998917 -0.99461852935700212 1.8161469081802322 0.62211875780133752 0.67485211051868899 2.3708191026352732 0.075388382208316021 -0.22542553696720377 1.3228809068545828 1.3142566725829428 0.42480949284315478 0.84086088814742543 0.62211875780133752 0.57283334291142962 1.0000000180025095e-35 -0.72983201679721443 0.81117059475233644 -0.13555433688085386 -0.94795818613911831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 13 8 -8 -9 -6 -5 -7 23 15 16 21 -18 -16 20 -20 22 -15 -3 25 -25 -27 28 29 -28
right_child=1 6 4 11 10 12 7 9 -10 -11 -12 -13 -14 14 18 -17 17 -19 19 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0040995445380658082 -0.0034311439733014726 0.0012316706932107148 -0.019827419148886669 -0.0028056217283478498 0.043811534787110695 0.040738311220624553 -0.019644877292531802 0.016933408718707021 0.088143888506904272 -0.0074232349977466265 -0.013621159065954833 0.002271241766814151 0.0034119168432557977 0.022413618454696083 0.024338843939719034 -0.011732801391403787 -0.029563678168913921 0.016635521924923343 -0.00053664540581888716 0.02206404510222389 -0.072715409789436289 0.040166437875446284 -0.0055004146753499933 0.0053947579513341668 0.0053075449951971599 0.0036321022526909158 0.017276628051529203 0.0023458206012713649 -0.00097537230194492106 -0.0100466083632679
leaf_count=11696 32744 131205 642 82688 96 265 1866 612 23 1174 6674 16885 1768 811 1536 1892 628 285 1052 573 67 364 631 7637 10053 7692 743 6204 10616 22809
internal_value=0 0.00111445 -0.0351369 -0.0251393 -0.170791 0.0475448 0.00974121 -0.156005 -0.362426 0.0237779 -0.252102 -0.0401731 0.193562 0.012802 0.119147 -0.00973023 0.150173 -0.259867 0.287913 0.0960723 -0.086343 0.343299 0.222575 0.00820427 -0.0236532 -0.0486411 -0.0737045 -0.102207 -0.12977 -0.182314
internal_count=361931 241217 120714 111269 9445 2675 208473 3675 1889 1786 6770 99573 2033 204798 7839 4611 2719 913 3228 1692 1119 1806 1442 196959 65754 55701 48064 40372 34168 23552
shrinkage=0.05


Tree=3085
num_leaves=31
num_cat=0
split_feature=785 519 727 382 1230 713 650 921 783 990 855 646 659 896 209 1118 518 791 858 927 766 805 492 400 692 691 1452 1470 1356 1457
split_gain=17.1527 15.5527 30.9829 30.0784 24.7203 24.7127 27.5625 27.1643 62.5881 28.4519 27.6388 25.0719 25.7475 24.5796 24.3113 24.2441 23.9731 23.5994 37.7917 27.6224 25.1288 23.3554 23.2257 23.0868 22.8304 22.8157 22.781 25.9652 22.9594 23.501
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.3457019632811744 1.0000000180025095e-35 1.6923072129381651 1.0525743831388839 2.2099560249315608 0.65656536832909496 1.0000000180025095e-35 0.99988622835687535 2.2359170208873898 1.1780070679743837 1.4237363317142799 1.5735514332708098 1.0794040238867422 1.0000000180025095e-35 1.0825608069246189 1.0483613175537825 1.1212933978529818 1.0000000180025095e-35 0.58458878389511748 1.0000000180025095e-35 -0.91671528415897374 0.1429080558334612 0.075388382208316021 1.3024667090820021 1.0000000180025095e-35 -0.60683057301348153
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 14 6 11 17 9 13 -11 12 26 22 24 -12 -8 23 20 -20 21 -19 -9 -7 -4 -23 28 -28 29 -2
right_child=1 2 3 -5 -6 7 16 8 -10 10 15 -13 -14 -15 -16 -17 -18 18 19 -21 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0020897174273953887 -0.0084878689548102751 -0.002779787845181477 -0.013505252775591964 -3.9114804829281615e-05 -0.010780905444887945 -0.0015674264740432224 0.0053013550988490572 0.0012848304604186579 0.016118139507699868 0.0010137047357335384 0.018959194746789778 0.0052308126324365194 0.0092625502654390107 -0.013001141918997594 -0.011183749314358567 -0.030607082215093451 0.024694944978172928 0.0032182593413160121 0.0037993193694561564 0.020429397145208136 -0.0044329395695696669 0.00036862771792183619 -0.0074941962043258495 -0.0046065000295827585 0.015764753736547284 -0.010023588102581193 0.00059198156026408545 0.020826134224797649 -0.0094982047741587472 0.0010908726863362998
leaf_count=29559 4967 9447 331 5700 529 86893 5128 16707 3076 4260 2043 9858 3017 2706 446 125 826 20006 6256 1404 25866 9733 5909 64033 5065 5933 12109 823 6801 12375
internal_value=0 -0.0138291 0.0406512 0.107502 0.205254 -0.0186332 0.0241635 -0.0292075 0.0297054 -0.00250315 0.127325 0.0065957 -0.0199093 -0.0391407 0.244583 0.32344 0.169173 -0.0397375 -0.00181902 0.145445 -0.0243621 0.0152252 -0.0152871 -0.056491 0.282596 -0.0625581 -0.0364305 0.0385805 -0.0796305 -0.0329837
internal_count=361931 332372 21518 12071 6371 310854 55904 254950 34826 31750 6428 49950 40092 25322 5842 2168 5954 220124 69198 7660 61538 35672 22616 150926 5396 15666 37075 12932 24143 17342
shrinkage=0.05


Tree=3086
num_leaves=31
num_cat=0
split_feature=43 1454 1452 54 21 1452 1470 1462 1462 1451 1464 1466 1451 1452 1452 21 21 1449 1317 1467 1458 21 1461 1458 1465 1463 1462 1468 1452 1463
split_gain=16.1944 17.2558 33.0353 23.3852 23.078 22.6322 24.5766 22.1185 40.5247 45.7604 46.6125 42.3435 32.5099 56.764 38.2895 34.1989 33.8506 45.1995 33.3482 32.5409 31.6551 38.292 66.4108 36.4322 41.6265 41.0202 39.2704 43.6097 39.9653 42.6825
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 -0.42445565733332025 -1.6471741456694959 1.6018939448921981 1.3024667090820021 0.64216061943476632 0.40252374905671789 0.043860538130293468 0.92979064474713635 2.5327487536224331 -0.41285289483131909 -0.075336998336763064 0.14410944150581126 2.1349806934485605 0.62211875780133752 0.075308567821545588 -0.58566018840912182 0.40548763321784648 -0.21238062798407994 1.5676574675808517 0.81117059475233644 -0.26164771434118567 -0.61415591281947812 1.5365683213542474 -0.029674230372801095 1.0056208477415762 -0.58360753809991672 -0.27166867249904625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 6 -4 8 20 10 -10 -11 13 18 -15 -14 17 19 -9 -16 23 -22 -23 24 25 -1 -26 28 -28 -30
right_child=-2 3 5 4 -6 -7 -8 12 9 11 -12 -13 15 14 16 -17 -18 -19 -20 -21 21 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.0074629693185540181 -0.0021356367101626333 -0.00092482227829190477 -0.029763562962380932 0.017016816356285925 0.0018299149874556461 -0.0038631401596527118 0.0092777408962887997 -0.0071639199179641122 0.0044993096359294375 0.022821552049450199 -0.042056276473865638 -0.073353054168739759 -0.0084301236588438296 -0.039792855642801897 0.029245781744153335 -0.076212958600424 -0.032801539992236672 -0.027483264285404031 0.013905882076453277 -0.057320812674869048 0.0023814970099798084 -0.025649457730216648 0.024299929977912877 -0.015248737333830243 0.0016641003906743921 0.02091185522518307 0.0031625718366053456 0.020269311829722178 -0.0019366241871981143 -0.020568359051781282
leaf_count=19962 74777 56105 1774 1358 78512 2119 272 1446 3638 2347 321 60 9647 684 633 122 497 445 3348 80 45443 1642 372 3052 41731 698 2943 740 2842 4321
internal_value=0 -0.00104804 -0.0187534 0.016923 0.0414542 -0.24437 -0.458014 -0.0133935 -0.00301936 0.17298 0.0175251 0.410445 -0.0932943 0.0245351 -0.291578 -0.18327 -0.100724 0.110489 0.159781 0.437956 -0.0127686 0.0338162 -0.280093 -0.0431338 -0.0328634 -0.127363 0.000926767 -0.125469 -0.167444 -0.26296
internal_count=361931 287154 151179 135975 79870 4165 2046 147014 130112 6366 3959 2407 16902 7133 2339 9769 1655 1158 4794 713 123746 47457 2014 76289 73237 20660 52577 10846 10106 7163
shrinkage=0.05


Tree=3087
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 647 590 1469 21 479 1358 21 1028 211 5 693 1397 221 749 1320 501 563 544 1459 620 746 951 779 1449
split_gain=43.7717 29.8081 25.0044 31.2108 27.4761 25.641 23.2407 56.5481 22.0566 25.6529 23.7064 22.913 24.0831 22.3915 21.6777 21.8663 21.6659 23.86 21.417 21.2107 21.1173 20.9312 20.591 20.378 20.3299 20.3189 20.3094 22.4635 20.2294 23.9761
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.87782724458594241 0.58895901036483078 -1.0588145806293296 -0.13431221002227373 -0.37854602687012912 1.0000000180025095e-35 4.5933813388752975 -1.271019091203941 -0.62944366619299574 -1.0821368227570305 -0.78652982607854283 -0.094237930796279443 -0.0046931964246789259 1.0000000180025095e-35 0.97912365359497311 -0.16770715155841495 1.5259646835875491 1.0000000180025095e-35 0.82740062652824753 0.88084169889549835 3.6288968102052546 0.4454315257619969 -0.37927031053793997 -0.58632960250228139
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 8 4 5 -4 7 -3 9 10 19 -10 26 -12 -6 -16 -5 -18 -19 -2 22 -21 -11 -1 -23 -22 -13 -28 -7 -30
right_child=1 6 3 16 14 28 -8 -9 11 20 13 12 -14 -15 15 -17 17 18 -20 21 25 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=9.0545423332529087e-05 0.00024272015309517942 -7.1801057196565314e-05 -5.7558869736608017e-05 -0.00040600744002538489 9.8889773173618545e-06 -1.1970648566640063e-05 -7.911859689131457e-05 0.00041627968931896945 -7.0016392218953742e-05 -3.6889756305052187e-05 -0.00024328605334086067 -1.489533357141962e-05 0.0010323504764936354 4.983649615423715e-05 -0.0003487099366160524 0.00030475824731923462 0.00010893003694888723 -0.00050894109457683774 1.4202110797224816e-05 0.00014114298708320036 -0.00038325336702699073 -4.5576553313337089e-05 0.00030425495822504467 -3.5407898114431025e-05 -0.00068729403341308488 0.00025625818841096981 -0.00053383569579035987 0.00040247945337231307 0.00039534397384673214 9.3353739770468433e-05
leaf_count=21198 4540 4821 8900 1406 2043 3858 93730 1384 67524 10902 2064 104584 76 5533 281 3872 2147 1014 831 2958 1414 1205 791 8361 288 286 555 112 1521 3732
internal_value=0 -0.031049 -0.0182206 0.0402279 0.0692487 0.0266026 -0.0695827 0.0692094 -0.027677 0.0256199 0.0828094 -0.0383049 -0.0169904 -0.0149722 0.188901 0.274583 -0.130481 -0.0470376 -0.260342 0.151169 -0.043667 0.0457636 -0.0130504 0.0571496 -0.167995 -0.279284 -0.0181299 -0.368646 0.102314 0.186299
internal_count=361931 332372 232437 29605 24207 18011 99935 6205 202832 29981 16588 172851 105327 7597 6196 4153 5398 3992 1845 8991 13393 4451 11693 29559 1493 1700 105251 667 9111 5253
shrinkage=0.000980392


Tree=3088
num_leaves=31
num_cat=0
split_feature=1097 407 785 61 1455 317 705 1250 713 210 639 48 1396 21 1469 821 1458 1233 1451 1458 1458 1262 990 858 243 910 785 660 712 566
split_gain=30.8924 37.2583 26.3256 26.1949 26.1816 24.2088 23.8038 23.6773 22.9723 22.7927 21.2671 20.9672 21.3363 20.6625 39.4847 29.6531 26.2003 31.338 28.5464 29.1218 28.2494 26.3591 24.5363 33.6662 24.4092 24.2254 26.1739 48.3884 25.1004 27.5891
threshold=-0.64966988391888181 -1.2965003005540392 -0.86283290253235112 1.0000000180025095e-35 2.8565720557184995 1.0000000180025095e-35 0.024944846130704988 1.7842202948349855 1.0000000180025095e-35 -1.5255039139934115 -0.63504731868640552 1.0000000180025095e-35 -0.78210835165733761 -0.32341995197817647 -1.2319146079207914 -1.0305144854359449 -0.60078376361715269 1.0000000180025095e-35 0.12838698983651023 -0.55383951697340417 1.4454999719500954 2.7617439319732866 1.09266583130301 1.0825608069246189 -0.83313486429032935 -0.78962221895883722 0.58460966528228819 -0.72421686037558375 -1.5590971551374573 2.4597361361669212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 6 4 11 -2 -3 8 -5 -4 -10 12 -1 14 -11 -16 24 18 19 21 -20 -18 25 -24 -17 28 -27 -28 -15 -30
right_child=1 2 9 7 -6 -7 -8 -9 10 13 -12 -13 -14 22 15 16 17 -19 20 -21 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-9.0443286954883332e-05 -1.7741793353060061e-05 -2.5204859368586541e-05 -0.00017913008350781674 -1.5537995383428226e-05 0.00022499513860224486 -0.0001561265471325707 0.00012249131311759868 0.00010042176853992772 -5.7722901147867963e-05 0.00019143281591573074 -0.00020852282618855593 -0.00010122863764054085 1.8317298408769911e-05 0.00024629686655951405 -0.00012294486711304388 -0.00016032393499647581 -0.00035440238823944772 -0.00018208499242493661 -0.00011726531103126687 9.2193317090931626e-05 0.00019333323132222487 0.002188975090021313 9.2153049813083952e-05 -0.00023321900739931269 0.00016989272018483022 -6.0400973538809319e-05 0.00020599395078799542 -4.2748225426845862e-05 -9.7510305993008763e-06 0.00047730715697434173
leaf_count=14567 14610 7009 4527 8429 1814 16739 15337 2701 8907 5472 21840 22601 39855 2324 9008 1409 1022 4434 8515 18763 1400 23 14336 1474 8875 74204 4864 12542 13833 497
internal_value=0 -0.006007 0.0034463 -0.0539822 -0.0281262 -0.0889626 0.0741143 -0.108139 -0.12674 -0.00528803 -0.164037 -0.0361525 -0.0107051 -0.00190375 0.0329039 0.0121148 0.0329077 0.0037868 0.0274955 0.0755846 -0.0682621 -0.306849 -0.0178404 0.0610324 0.132783 -0.0300159 -0.0437121 0.0336879 0.0498969 0.0113984
internal_count=361931 241217 209868 120714 78837 31349 22346 41877 39176 187522 30747 77023 54422 182995 58921 53449 44441 34157 29723 19808 9915 1045 124074 15810 10284 108264 91610 17406 16654 14330
shrinkage=0.000980392


Tree=3089
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 497 644 1464 728 793 708 747 353 1314 87 967 978 79 1465 1106 154 51 728 703 417 12 540 1 1390
split_gain=34.5284 28.4452 33.2193 37.3218 30.7319 27.6266 27.3719 26.6406 26.2741 25.9904 25.9866 24.4549 24.1351 27.1222 26.2787 29.4366 25.9796 27.094 23.9554 22.7312 26.1392 25.0048 23.941 22.5191 28.0452 22.1703 22.1039 22.0105 25.7938 21.9516
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 1.656418941702585 -0.34929633066952553 0.71492702701447042 -0.49008176997875957 1.0000000180025095e-35 -0.066475362838592636 1.0000000180025095e-35 -0.85274851124177631 -1.6074403728556548 2.6353602884787981 -0.20575281925485042 -0.95701537237522805 -0.43201376138761166 -0.52774419131799011 1.7407510129396675 -0.15489933552323301 -0.68916341501484679 -1.3163276726681863 -1.4568199934402009 1.567617038470033 -0.25516671496271354 2.9110317759397999 0.14060148230820743 0.43473142081759508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 11 -3 12 27 -8 18 -6 14 -14 15 -2 17 25 -9 22 21 -21 -5 24 29 -15 -13 -7 -29 -12
right_child=1 4 -4 19 5 8 9 10 -10 -11 23 26 13 16 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.7126218679368168e-05 0.0001528777400325411 -3.6520248031261046e-05 -6.2792740703946216e-07 -6.1584282300927289e-05 0.00030329495591232885 2.5364689786559683e-06 -0.00014476931704914575 -5.4180312436696957e-05 0.00025379541666995241 0.00013202168213991838 -0.00046251763178846271 -0.0003634428761648398 -0.00012937829434004039 -0.00031439017556316888 -8.030181379258447e-05 0.0016378216653481522 -2.7670473268648197e-05 0.00011171652799730195 -0.00017326769613105951 -0.00024388840962467182 0.0002923358359270529 -2.8404684324996668e-05 -0.00039070510710247531 -6.3023579454424177e-05 0.00014973547206792654 0.00062232578856579672 0.00016156326553362442 -0.00063318819041779386 0.00028741669640302859 0.00019092048058856677
leaf_count=29559 1858 50676 62515 2397 3432 5579 1762 17811 1471 8012 905 526 6616 1390 34533 76 16923 17403 27857 8399 996 8202 6828 38777 5202 137 1015 459 148 467
internal_value=0 -0.03036 -0.0432827 -0.0607889 0.00618202 0.095526 -0.0156756 -0.0492455 0.0208876 0.0846654 -0.0803062 0.215187 -0.0189966 0.0159527 -0.0670702 0.225813 0.0379967 0.0921913 -0.125531 -0.163272 -0.107387 -0.136422 -0.290628 -0.0392321 0.0833805 -0.220581 -0.00335267 -0.0370667 -0.399396 -0.241763
internal_count=361931 332372 259292 196777 73080 12630 60450 169955 7657 9774 91019 4973 78936 42469 36467 1934 35853 18930 45668 26822 17597 16601 9225 45351 6574 1527 1541 6186 607 1372
shrinkage=0.000980392


Tree=3090
num_leaves=31
num_cat=0
split_feature=785 544 1460 1154 953 1040 1391 508 623 1452 425 80 1253 1428 1260 966 561 360 758 1380 363 552 976 146 151 1431 945 842 1329 1252
split_gain=16.3798 15.7379 16.2486 17.5681 18.3787 18.8204 20.2336 17.9158 18.5257 18.9742 17.8683 21.2216 16.9684 18.438 16.8806 16.7321 16.6466 16.3275 23.6042 16.087 16.0512 16.0494 20.7399 15.9427 15.8502 15.6402 18.375 21.0409 20.2328 19.8018
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9504607190545632 1.0000000180025095e-35 1.0000000180025095e-35 -0.65298519231490471 1.06148234726204 1.0000000180025095e-35 0.51355083604777885 0.019824134720733948 0.733576424928437 1.0772768183520876 -0.48140767269313262 1.0000000180025095e-35 2.4351443424629333 2.8118233845991703 2.3164372712628682 -0.068715264582047367 -0.1354147541679151 -0.78838997176323933 -0.12458961184671018 0.76785585103204168 -1.0001306010233348 -1.2714640316298962 -0.38649213805785709 1.0099929608726099 1.0000000180025095e-35 0.71825226285302668 -0.24606738263187566 1.3725374352016695
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 -6 17 15 -9 19 11 -11 16 14 21 -5 -1 -7 -19 -10 -4 22 -14 -15 -23 -2 27 28 -27 -29
right_child=25 -3 20 7 5 6 -8 8 9 10 -12 -13 13 23 -16 -17 -18 18 -20 -21 -22 24 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.01875584119211306 -0.00037178153527825386 -0.002082489487043948 0.005245912244543809 0.011036087641838071 0.017803775222642808 -0.011045513909637168 0.02074718005828341 0.0051582239981308627 -0.037117365241273938 -0.036406694729887612 0.011861573709291478 -0.13841806881178872 -0.052233297704240039 0.10110763087428087 0.051254656156330569 -0.070237255872725071 0.051915555708967033 0.012460981323354627 -0.010104078137338955 0.0065922858372025345 0.022929908434017824 -0.019471388294516723 -0.0099237428511592986 0.0087953338624264365 0.016633131199240921 0.0033709099361141277 -0.0070609297404571796 -0.0045960380565540073 -0.0034200835493017529 -0.022869823155273833
leaf_count=1277 280957 8361 1784 4686 899 1473 530 2763 128 247 88 30 148 25 54 34 35 1575 799 604 925 203 1538 920 433 15416 14035 6514 14299 1151
internal_value=0 0.0407247 0.0719654 0.0489844 -0.0127561 0.0762655 0.0153123 0.122407 0.007383 -0.244711 -0.662936 -0.939888 -0.110823 -0.0331293 -0.132491 0.210393 -0.328851 -0.0405645 0.0733216 -0.0299445 0.231427 -0.160045 -0.270806 0.218132 0.120262 -0.0136267 -0.0561476 -0.0275426 0.00476462 -0.142794
internal_count=361931 29559 21198 18489 9909 5276 4377 8580 3860 1097 365 277 4633 3321 2376 4720 1312 3847 2374 732 2709 2322 1686 945 636 332372 51415 37380 29715 7665
shrinkage=0.05


Tree=3091
num_leaves=31
num_cat=0
split_feature=888 959 795 660 1324 1022 1154 733 728 776 1174 361 1467 251 1172 770 138 930 809 654 771 335 322 380 423 498 424 900 912 1259
split_gain=16.1287 17.2088 20.8249 29.2503 26.3039 25.4501 34.9196 25.0528 22.9353 28.1716 27.0213 24.6045 22.3654 21.4781 23.5583 21.2587 21.2417 21.1338 20.7923 26.4413 22.8757 21.3055 20.8355 21.7337 22.0572 24.7624 24.6106 21.4595 21.1254 20.7654
threshold=1.0000000180025095e-35 -1.2907225086880219 -0.29258408639884992 -0.72421686037558375 2.0264790180449324 0.67527595557081987 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 2.8731389408977033 -0.61905029423360636 -1.1571861352324342 3.0124991923077498 1.0000000180025095e-35 -0.67992675414318726 -0.95424069513348597 -0.49940161660639898 1.0000000180025095e-35 0.66649192610754393 1.0000000180025095e-35 0.78989268862989193 1.8693870961107655 1.0000000180025095e-35 2.1896921176223381 0.2014999529365322 1.8624117431693454 1.7277172371206124 2.4550162294994617 -0.52667987480113732 -0.15248626615031743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -5 -8 10 -10 -3 15 -9 14 -13 -12 -17 -16 20 -20 21 22 23 24 -4 26 27 -26 -28 -27
right_child=-2 2 18 5 -6 -7 7 12 9 -11 11 13 -14 -15 17 16 -18 -19 19 -21 -22 -23 -24 -25 25 29 28 -29 -30 -31
leaf_value=-0.0020330661078647723 -0.0027569556434425993 -0.015216101297589608 0.0043430871957714284 -0.0034040540629915587 0.021217362494997782 0.0045454465472977703 0.0030851268645554538 -0.0052536785622084815 0.0053481378511019591 -0.042192841569051572 0.055068914010314829 0.012688423480652539 0.039148547163011749 0.0056698870792099496 -0.0014577336217539657 0.033431259655121968 -0.034794447565053517 -0.03580891971494897 0.00093921153376219809 -0.0057540939533401985 -0.0034868497524471647 -0.0090455141101228841 -0.0016663135013246389 -0.0079342357007524487 -0.004097445310661486 0.0012652403961522908 0.027416682470703974 0.044584230038564154 0.002592796870461067 0.032185600092077653
leaf_count=65953 46198 1461 35477 36640 1007 13274 28036 7909 24237 192 173 311 125 1938 367 115 102 570 11128 18011 19565 3458 26421 2535 13343 550 585 101 1685 464
internal_value=0 -0.00289123 0.00483935 0.026912 0.0846669 0.00471145 -0.013206 0.0334379 0.0724417 0.101024 -0.0587979 0.0418511 -0.0867575 -0.0207191 -0.252696 0.548892 0.0972211 -0.436619 -0.0144451 -0.0645864 0.00143612 0.0176442 0.0242875 0.0474264 0.0568829 -0.0121276 -0.0357059 -0.073286 0.18182 0.313135
internal_count=361931 315733 249780 116457 30473 85984 72710 36070 29466 24429 5037 3576 8034 3186 1248 390 217 937 133323 29139 104184 84619 81161 54740 52205 16728 15714 13444 2270 1014
shrinkage=0.05


Tree=3092
num_leaves=31
num_cat=0
split_feature=545 959 1094 1361 785 208 290 1458 9 200 710 1456 1455 1454 1463 1462 921 990 1443 984 900 4 356 1467 1449 1467 21 1454 1392 988
split_gain=26.0922 27.9192 28.8848 27.1368 26.7421 24.6355 23.7391 25.8916 23.2582 21.6584 30.0037 30.3239 32.4784 26.4706 34.0419 28.5176 25.8223 32.3342 24.9122 24.6177 23.4318 23.9738 23.3166 22.9709 23.8692 23.8828 22.554 22.0767 21.8676 21.8243
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 2.168146901197614 2.1089670232183031 2.6054386111478895 1.0790568890860055 -0.97734522064874174 2.4790415170315945 1.0000000180025095e-35 0.72809816964645935 -0.91909735138557946 -0.37812388882570003 1.1880714473397529 1.0525743831388839 1.09266583130301 0.74946655640772974 -0.34260521786307674 -0.61352624435165237 -0.25214456999900453 -1.6990849170345046 -0.22023664855122008 -0.14300729941145557 -0.46555852133708692 -1.4580664037135931 -1.0058734782676975 -1.304316858170621 1.9686911973953318
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 7 9 -7 22 13 -12 18 14 15 23 26 -18 20 -16 -13 -22 -6 24 27 -26 -15 -11 -24 -28
right_child=1 4 3 -5 5 8 -8 -9 -10 10 11 12 -14 16 19 -17 17 -19 -20 -21 21 -23 28 -25 25 -27 29 -29 -30 -31
leaf_value=-5.5207601299457046e-05 1.8929056484046198e-05 6.6886070068074331e-05 -0.00025072804730152254 -6.754134432851375e-05 -0.00040422678719005667 -9.0044553707418993e-05 9.9576343101015545e-05 0.0001560140018910351 -0.00047775555493184137 2.0579744303712587e-05 6.7746984955359378e-05 0.0011695986904753529 -0.00045801748274530544 0.00018084932649299143 0.00019946735597940897 -0.0014958431899499576 1.1944003045751576e-05 0.00021923102090326576 -0.00029482376546150174 -0.00027648369870484713 0.00089996395257839219 -6.5869033540755204e-05 -0.00045129633349537824 8.8816539459590142e-05 -0.00056218702946824925 0.00040033637001676581 -2.2775608480532333e-05 0.00079549610013476921 -4.935781394872304e-05 -0.00013698960067356087
leaf_count=94059 13044 24714 10243 14263 1313 5907 8560 3659 1087 210 3271 288 153 2391 947 57 16365 4017 130 1338 226 219 1004 1297 193 377 119477 793 23456 8873
internal_value=0 -0.00752471 -0.0736141 -0.128197 0.000564956 -0.00793036 -0.00374061 -0.00935476 -0.15018 -0.0133859 -0.00466194 0.172289 0.487899 -0.00981215 0.146907 0.296805 -0.0150918 0.0554548 0.636126 -0.0709075 0.770022 0.451206 -0.0800699 0.32214 0.485004 0.120439 -0.0269188 0.668092 -0.0637761 -0.0309442
internal_count=361931 267872 37550 24506 230322 205608 198614 190054 6994 186395 160622 4287 1016 156335 5212 2927 151123 20382 863 2285 733 445 25773 2870 1573 570 130741 1003 24460 128350
shrinkage=0.000980392


Tree=3093
num_leaves=31
num_cat=0
split_feature=545 959 795 705 470 1094 1361 854 797 257 832 831 613 402 1469 914 659 484 843 635 189 1469 427 633 1103 1436 348 1394 218 830
split_gain=32.2457 34.3332 29.351 40.6294 29.6101 28.9009 28.0958 24.7402 89.5865 24.6725 33.9704 24.4589 23.8895 28.3585 26.8847 25.1794 24.0261 26.3636 24.299 27.4738 23.8422 22.6613 23.5173 35.6578 21.7145 21.3749 21.5214 23.0969 21.3219 21.2914
threshold=-1.0372938969678034 -1.2907225086880219 -0.29258408639884992 0.28191752204954684 0.66595742291584703 1.0000000180025095e-35 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 -0.07211987328566348 0.71922820897945428 1.0000000180025095e-35 -0.92710518500779682 -0.65753724463548624 2.5870419312086308 2.2359170208873898 -0.36962221474058471 1.6033849367151125 1.2877894810585102 1.0062439196653703 0.28271063087949944 -0.51777360960278751 2.6267512487368179 -0.31554858051480039 0.60428344764309971 0.78032847544814465 1.6233446487149563 -1.4364842598799561 0.045673277104576922
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 21 9 -2 -7 8 -4 -5 11 -11 13 -9 15 20 17 -15 -19 -20 24 -3 -23 -24 28 26 29 -28 -14 -16
right_child=1 2 7 4 -6 6 -8 12 -10 10 -12 -13 14 16 25 -17 -18 18 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.2895624728276977e-05 9.4163259694407176e-06 1.2807399786143414e-05 -9.0110127656647842e-05 -1.3772134911676899e-05 0.00016089641149859122 -0.00026145096112268712 -7.5754726111015587e-05 -0.00022438412364342072 0.00029158284616080302 9.607199173177035e-05 -2.2471149340870168e-05 0.0002939674757464293 -0.0004918059784878991 1.0316465741775811e-05 -0.00019424524939910476 0.00076834049033969632 -0.000207849619118638 -9.6714875425829398e-05 -6.4538109543341897e-06 0.00043396986291968902 -0.00025683212344443753 -0.00022268605198919197 -1.8776713120110984e-05 -0.00079749024928707783 2.6719516381242663e-05 8.1896706335817801e-05 4.7656433254177325e-05 0.00087784727399708431 0.00025301887385366758 -1.7942984482209488e-05
leaf_count=94059 13044 34694 6833 22772 11077 10243 14263 5525 4349 9479 7767 3756 225 29737 7929 220 4502 32847 3578 645 1016 5028 12894 312 6066 5326 2899 147 4102 6597
internal_value=0 -0.0100492 -0.00107467 0.0256694 0.0670259 -0.0830985 -0.137506 -0.0246053 0.0712805 0.0402163 0.0912217 0.15599 -0.0350047 -0.0567472 0.0140831 0.097529 -0.0461263 -0.036213 -0.0771286 0.0764672 0.0826842 -0.0193344 -0.0862443 -0.0373027 0.111275 -0.0328076 -0.0745728 0.0972424 0.226948 -0.113269
internal_count=361931 267872 230322 107779 54851 37550 24506 122543 11182 43774 21002 13235 111361 76834 34527 11629 71309 66807 37070 4223 11409 52928 18234 13206 10393 22898 17572 3046 4327 14526
shrinkage=0.000980392


Tree=3094
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 727 1022 1016 346 1249 1040 759 712 834 730 783 514 934 603 660 678 1002 209 677 8 639 848 913 792
split_gain=41.3764 33.6199 25.8946 65.4734 25.5218 30.1356 23.9511 22.4859 22.9059 23.4184 24.6312 28.7621 23.7376 22.4781 21.2209 20.9745 32.0722 28.8876 28.6441 23.1215 24.1454 20.9487 20.4754 23.5852 20.2659 20.1867 20.0884 19.6601 19.5642 20.1301
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 -0.63779424894106762 2.0780443506202029 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 6.0948733974029876 0.69854289147193727 0.23696906566319156 1.0000000180025095e-35 -1.298475463871557 0.11942102837874842 0.22474039559735945 -1.0282579537198486 -0.87246257202899724
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 4 3 -3 7 15 -7 8 9 10 11 14 21 -1 -2 16 17 -6 19 20 -17 24 -8 -24 27 -22 -20 -13 -10 -30
right_child=1 2 -4 -5 5 6 22 -9 28 -11 -12 12 -14 -15 -16 18 -18 -19 26 -21 25 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00012842614248053592 -0.00034936519594081178 -7.696082131416816e-05 -8.2272775255877806e-05 0.0004493088974045665 3.334965021285795e-05 -0.00011560517040261871 0.00024924729156442345 -8.8031197498305556e-06 -0.00015258296174566936 -0.00020495291588245562 -0.00022030221960421531 -9.5280880419676449e-06 0.00080667858305467975 7.2630825761839564e-05 0.00094637336475044049 0.00016098901866241826 -8.1569863602798747e-05 0.00041958555318844892 3.7915375319067226e-05 -4.1217477548938934e-06 -0.00044774466220437936 0.00082802741740824594 -0.00041052381380548289 0.00023486759910112346 0.00011992838407219321 0.0006072084706740989 -0.00032274590163665156 -0.00024666066536592501 5.614025757820732e-05 -4.7201727820438897e-05
leaf_count=3225 2747 4821 93730 1384 6880 1294 5339 103001 5981 14802 6707 9336 210 26334 95 2134 17685 1041 2668 1982 101 102 480 482 3683 996 1064 3685 13657 26285
internal_value=0 -0.0312755 -0.0721917 0.074431 -0.0176331 0.0305116 0.15037 -0.0293691 -0.0597353 -0.111115 -0.0671671 -0.0255367 0.00907352 0.0545341 -0.305286 0.0021105 -0.030539 0.0855087 0.0918728 0.19321 0.296556 -0.0019612 0.203013 -0.0789693 -0.011449 0.541812 -0.0562054 -0.0701827 -0.0291774 -0.012266
internal_count=361931 332372 99935 6205 232437 42146 7595 190291 87290 41367 26565 19858 17016 29559 2842 34551 25606 7921 8945 5213 3231 16806 6301 962 16704 1097 3732 13021 45923 39942
shrinkage=0.000980392


Tree=3095
num_leaves=31
num_cat=0
split_feature=1423 1426 1453 1036 427 633 1326 216 984 1255 1049 1452 21 546 1356 816 1449 809 656 898 1430 978 156 1452 1469 1470 1465 1390 748 1095
split_gain=16.3088 19.3505 23.1839 24.6669 25.2794 24.7268 22.9525 21.2698 20.7835 25.2629 20.6731 20.5503 20.1851 24.4997 25.7375 28.3193 24.1828 22.0253 23.7966 21.7559 21.0325 20.2383 20.2083 20.3299 36.0169 34.3671 33.9762 31.4653 23.3074 22.0548
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.9142027959396961 -0.063792062060646762 -1.1874401769757126 -1.0853100333074972 1.6896554016320009 -0.85547898904690278 -0.55815253364634043 -1.6686909555206422 -0.061506077330932073 0.36298760781558276 -0.13431221002227373 1.744313117614791 -0.50019127212278292 2.2619250002047715 2.6019541624284721 1.6518864604429058 1.0000000180025095e-35 -1.0262572359146034 3.305673487763424 3.0027013568658325 0.52458311074900565 0.90005214643023135 -0.81490090580954255 -0.74749025234792477 -0.40523020188868136 0.27854606346519961 2.3188760003929425 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 10 -6 8 11 9 -5 -3 -7 22 14 19 17 20 -16 -19 -14 -15 -21 23 28 25 -25 27 -26 -1 -29
right_child=-2 2 -4 6 5 7 -8 -9 -10 -11 -12 -13 13 16 15 -17 -18 18 -20 21 -22 -23 -24 24 26 -27 -28 29 -30 -31
leaf_value=0.0017517120583726788 -0.002130572278007308 -0.01396544318434814 0.0059044285209278692 -0.02179881962609807 -0.0091575108904060412 0.0090793460120133004 0.0080174789817415697 -6.5438492358600768e-05 -0.0069266508859769042 0.0014478363875260782 -0.00031957950956958603 -0.0039973622785441877 -0.018010892774013389 -0.0082134862814332802 0.0027626147857867729 -0.0097305947632203189 0.021133686253551592 0.0043921469767920817 -0.011017784628153986 -0.0019890770068538024 0.033847288210144384 0.033009001965720833 -0.0015646905984035915 0.00073995561143206658 -0.027611770691566468 0.020982107465092471 0.0083848873698344536 0.016287558658890314 0.017870395804290975 -0.047617514382957749
leaf_count=52905 74863 4484 4955 1002 4291 6873 1975 38727 27435 9576 3351 2018 1059 9300 48647 2503 332 1766 2863 35291 139 183 17932 1360 1127 2899 2127 554 1239 155
internal_value=0 -0.00114351 -0.0279614 -0.0368002 -0.0075689 0.00903966 -0.0866304 0.0224977 -0.101473 -0.00652145 -0.150173 0.122499 0.0122153 -0.00810454 0.00219439 0.0306833 -0.122747 0.041249 -0.0971594 -0.0452545 -0.148668 -0.0355843 0.0397678 0.0583506 0.161407 0.287703 -0.0110818 -0.283019 0.0420889 0.138609
internal_count=361931 287068 104687 99732 59744 51909 39988 47618 38013 10578 7835 8891 182381 102083 92312 55779 9771 53276 4629 36533 9439 35474 80298 62366 8222 4259 3963 1836 54144 709
shrinkage=0.05


Tree=3096
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 727 728 1022 146 730 783 934 514 603 660 48 1288 968 746 878 1249 1044 8 563 1002 209 283 516 1388
split_gain=36.7044 31.4931 27.2731 29.3681 24.9514 63.5537 24.1093 22.2678 21.7341 21.5806 21.339 33.0642 29.4529 29.1018 22.5779 24.4834 20.5538 20.4443 21.5147 20.2601 20.3616 21.9792 23.7933 20.1516 20.0715 19.9515 23.5454 19.4335 19.2102 22.7809
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 -0.49008176997875957 1.0000000180025095e-35 2.7503861831498626 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 1.8372674881307383 1.3901882842073681 -0.23957137006885484 0.66766320980544069 1.0000000180025095e-35 0.24795454135768219 1.2359238110944528 -1.298475463871557 2.0405992520496379 0.69854289147193727 0.23696906566319156 -1.6929952809944913 1.0000000180025095e-35 -1.0285454770005755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 10 5 -3 -5 -1 9 16 11 13 14 -4 15 -12 17 19 27 20 21 22 -2 -17 -14 -8 -27 -19 -13 -30
right_child=1 4 3 6 -6 -7 25 -9 -10 -11 12 28 24 -15 -16 23 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00012362150161970991 -2.5170174700551322e-05 -7.4101344677481219e-05 3.8449543356513006e-05 -0.00011462788575651909 -7.8622594512572859e-05 0.00044456839853641091 0.00025086707182907258 7.0709870126384482e-05 -7.7143278092319798e-06 0.00028946776557231617 0.00016488616577119543 -0.00017345164709944174 -8.0387986032519579e-05 0.00042650391862295446 3.9516903961259124e-06 -0.00044163678313875304 -0.0002273056835944877 0.001083746328032919 -5.5663610954617259e-05 0.00019701269810020022 -1.6536518533720121e-05 -0.0001995212701303715 -0.00031207648273183411 0.00061384400082190971 0.00084611142330857621 -0.00040489252889661678 0.00024025418362752602 -0.00034919165429898505 -0.00030883206884194456 8.9245104479392233e-06
leaf_count=3396 19133 4821 6880 1294 93730 1384 5339 26163 103001 802 2134 6979 3635 1041 1982 101 4616 54 4153 1417 37721 12107 2596 996 97 480 482 4691 1407 9299
internal_value=0 -0.0289968 -0.0157865 0.034026 -0.0686598 0.0753765 0.152423 0.0518998 -0.0279296 -0.0578153 0.0059573 -0.0269983 0.0965987 0.0909456 0.199474 0.301634 -0.0620131 -0.0536027 -0.180626 -0.0418634 -0.0485116 -0.101185 -0.054334 0.548684 -0.053707 0.205276 -0.073188 -0.330395 -0.0805095 -0.0252201
internal_count=361931 332372 232437 42146 99935 6205 7595 29559 190291 87290 34551 25606 8945 7921 5213 3231 86488 81872 8898 72974 71557 33836 21729 1097 3732 6301 962 4745 17685 10706
shrinkage=0.000980392


Tree=3097
num_leaves=31
num_cat=0
split_feature=728 1445 852 1048 333 654 1002 1177 1396 705 694 83 691 3 474 453 910 911 777 491 1457 289 1254 1043 303 290 1185 843 705 1241
split_gain=16.4954 18.0668 21.4816 21.348 21.7808 20.5559 21.9765 21.5439 21.2113 20.4562 22.228 21.919 20.0988 21.9947 21.5921 19.1237 19.5304 18.677 18.6552 18.6511 18.6443 18.6354 21.6747 21.5266 21.286 18.5996 20.5723 19.2758 19.5404 18.8713
threshold=1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 -0.79156995870610991 2.9869920577443172 1.0000000180025095e-35 2.2332469152510641 -0.42570013498766407 1.1882230505761215 -0.17206753874040706 -0.98267153514556516 -1.5838890288274396 2.1516311091689517 2.537218468578645 3.5796600136738763 2.3178925073180721 0.11831249076369965 2.1006453983571989 0.54758257656249454 -0.29359283633182215 -0.34090580300419809 -1.4624626253529895 -0.47463833568727781 -0.74211095371963132 1.8840179028404782 0.93286142813593431 -0.87523980367734622 -0.16096713958663064 1.3312226153848179 0.099064008720609872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 25 5 7 9 -5 -8 10 -7 -11 14 21 15 -1 -17 18 20 -9 -18 -14 23 -23 -24 26 -4 -28 -29 -27
right_child=-2 -3 3 4 -6 6 8 19 -10 11 -12 -13 13 -15 -16 16 17 -19 -20 -21 -22 22 24 -25 -26 29 27 28 -30 -31
leaf_value=-1.5888287220385684e-05 -0.001761454273322373 -0.0028633650534384833 -0.024151880460821361 0.0070036105331889691 -0.023014168938933821 0.036271483588245855 -0.0049075283491300456 -0.012186623574876801 -0.069343553780102471 -0.045163338211784955 8.8761661662706219e-05 0.011525971716325693 0.016162339221229595 0.04339133964193817 -0.014815571997985558 0.00045950987593494955 0.0070702906394082658 -0.019628998477667182 -0.0052184405936718942 0.0010928303981778799 0.024191632253991426 0.0003191611043672671 -0.0011415938268744626 -0.024574664053948272 -0.033820577422482317 -0.0051156343098541363 0.0046285032381074209 -0.017672697644559188 0.03057713879648459 0.026762103114208426
leaf_count=173270 109090 32930 901 3701 336 182 676 2185 67 108 3754 9051 555 101 1829 5241 1499 237 697 3465 1661 833 3620 1804 290 492 1615 1227 106 408
internal_value=0 0.00108187 0.00744424 0.0626048 0.0878229 0.0955409 0.146291 0.0157663 -0.204151 0.1665 0.0386636 0.22104 -0.00143056 -0.124968 0.00287354 0.00484932 0.106842 0.221145 0.258896 -0.0720254 0.326519 -0.142377 -0.174377 -0.352459 -0.0703732 -0.076591 -0.147035 -0.0650632 -0.268719 0.20646
internal_count=361931 252841 219911 28274 23525 23189 13838 9351 743 13095 3936 9159 191637 7203 184434 182605 9335 4094 3857 5650 3160 7102 6547 2637 3910 4749 3849 2948 1333 900
shrinkage=0.05


Tree=3098
num_leaves=31
num_cat=0
split_feature=56 50 651 1071 852 819 1465 1106 17 172 417 1020 72 189 644 793 1452 146 15 497 767 773 189 79 568 1454 500 568 70 414
split_gain=15.9196 29.3367 24.08 34.0854 25.0046 23.4951 29.988 25.6684 23.3719 26.797 22.2984 21.7602 27.6771 21.4456 21.0107 26.8249 23.3715 21.9017 20.8585 20.8254 20.5077 20.2881 22.0921 20.0976 20.1811 20.1343 22.8385 21.0624 21.527 20.2416
threshold=0.58160213896575708 0.55630078546380823 0.58396494997324677 0.69084194168817237 1.0000000180025095e-35 1.0000000180025095e-35 -0.45749305878403218 1.7407510129396675 -0.48907908693353813 1.0000000180025095e-35 -0.89778472768243034 1.3028993738884604 -0.39550942380146081 1.0000000180025095e-35 -0.34929633066952553 1.0000000180025095e-35 0.70902136653063086 1.0846842701616788 0.35731701041002079 -0.67192269075200717 -0.28829875087259127 -0.20267581195361831 3.5558413300187808 -0.48577931414859482 -1.8567158555664325 -0.934017357391003 -1.4069137458040177 0.26109136401615413 4.8270041010436291 -0.74862361745947636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 4 -4 14 13 8 -8 11 -2 -10 -13 -7 -1 16 23 -17 -18 -12 -9 -3 -23 25 -25 29 -27 28 -28 -16
right_child=2 21 3 -5 -6 6 7 20 9 -11 19 12 -14 -15 15 17 18 -19 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=9.1086611668122133e-05 -0.0033151547267788774 0.0032187327735494183 -0.0035253387007658887 -0.011309640749012355 0.0057455712085906982 -0.0070025444977155505 -0.010780300683516174 -0.0025931320394166277 -0.010432056220979513 0.0064344305778289415 -0.0019583725428340792 -0.034094582550119823 0.045956468021818735 -0.020976243316998881 0.062446479577698444 -0.0015067123974878936 0.0063537083500551823 0.0070588572019054663 -0.0085116958883432233 0.0038016541793748277 0.03454483446287035 -0.0007062478507417904 0.094760177638363391 0.026719178990074907 -0.0091491368306076421 -0.029225775165528885 0.0010923558479029351 -0.0089371348646481164 0.074592110215752835 0.0055861651586234882
leaf_count=86722 9542 30714 9562 3959 5190 6350 5666 513 5043 5565 9743 117 203 4685 143 49394 4953 4436 2352 41712 497 36672 31 275 24166 585 7959 4772 69 341
internal_value=0 -0.0169778 0.0187745 -0.0494384 -0.000647116 -0.0324185 -0.110378 -0.0427086 -0.0709807 0.00516013 0.0398786 -0.150858 0.46206 -0.237704 -0.023788 -0.0498835 -0.0986556 -0.014563 0.0343283 0.0563173 0.356788 0.021991 -0.0126049 -0.125526 -0.17437 -0.049903 -0.0681626 -0.0467152 0.0338546 0.466523
internal_count=361931 282223 79708 18711 14752 214806 28639 17604 16594 10928 60997 5363 320 11035 186167 99445 45615 53830 7305 51455 1010 67417 36703 38310 24441 13869 13385 12800 8028 484
shrinkage=0.05


Tree=3099
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 647 590 1022 48 146 728 1288 968 710 691 283 746 878 498 816 1249 1044 966 140 1169 156 878 982 107 356
split_gain=30.7445 27.1936 24.2474 25.9508 22.4268 22.1946 55.3171 21.997 22.2525 21.4269 21.0906 20.779 21.2734 20.2797 25.2595 20.083 19.9327 20.883 21.4134 22.2089 20.8139 20.1892 19.2738 20.257 19.1223 26.2087 18.945 19.1068 18.8276 18.6419
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.8372674881307383 2.7503861831498626 -0.49008176997875957 1.3901882842073681 -0.23957137006885484 0.76029184741838574 -0.3266635670241857 -1.6929952809944913 0.66766320980544069 1.0000000180025095e-35 1.9385201012130144 6.0906794990390116 0.24795454135768219 1.1794127114999575 1.2844316309793273 -1.0431704964195423 0.18848160436186537 -1.1003691979828194 2.630508148566769 1.7621802667917166 1.0000000180025095e-35 -0.88459116152366701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 7 -4 13 6 -3 8 9 11 -1 16 15 26 -15 -13 17 18 19 20 21 -2 23 -22 25 -10 27 -5 -16 -8
right_child=1 5 3 4 -6 -7 29 -9 24 -11 -12 12 -14 14 28 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012360244329203969 -4.83813255808972e-05 -6.7914841206523561e-05 5.7787887422683964e-06 0.00019240665277208563 0.00046415345688603131 -7.3308977457776865e-05 -0.00022523200824598811 -5.8654475258453017e-06 0.0017926672117215773 0.00030512659018968306 6.5506417279715331e-05 0.0011104236711325923 -5.5690487845180414e-05 -0.00044618665183172477 0.0004012597101653645 -0.0003481275215503468 0.00019693782926428355 -1.4257314170657493e-05 0.00014415189012137111 0.00062040675902437818 -0.00056912667100277438 -0.00031717834222038028 -0.00054864263098905745 -0.00013920778532677927 -0.00047048521780251065 -0.00014518095087247962 -0.0008549665348776479 -0.00042715948258102596 -0.00046221457856866104 0.00050306671087972622
leaf_count=3396 17695 4821 34551 5184 894 93730 198 103001 42 765 26163 54 4153 642 406 4691 1417 37721 1912 139 1577 2573 1491 8449 1783 2828 76 226 167 1186
internal_value=0 -0.0269793 -0.0147107 0.0322583 0.143649 -0.0638756 0.0719597 -0.0261615 -0.0562359 -0.0475408 0.0471035 -0.0518471 -0.179907 0.103439 -0.152656 -0.328903 -0.040007 -0.0466034 -0.0999488 -0.118864 -0.125804 -0.0778964 -0.228791 -0.185293 -0.232069 -0.119563 0.155971 0.170704 0.172832 0.4237
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 82637 29559 81872 8898 6701 1215 4745 72974 71557 33836 31924 31785 20268 11517 10026 4653 2870 5486 5410 573 1384
shrinkage=0.000980392


Tree=3100
num_leaves=31
num_cat=0
split_feature=557 1043 56 188 150 623 760 1260 635 5 819 418 1362 1051 754 1454 1469 789 444 497 469 1464 659 105 554 74 1122 760 1117 370
split_gain=15.643 19.485 19.4336 40.4391 21.835 22.0179 23.6008 24.8686 20.9057 20.3343 20.826 20.3481 19.9363 20.1333 19.9866 20.9709 26.5173 22.9072 23.3288 22.3898 20.8699 20.6545 20.5031 20.1901 25.6459 19.8644 19.8501 19.7492 20.1933 21.1274
threshold=-0.89608261094484942 1.6331856374152967 1.0000000180025095e-35 1.0000000180025095e-35 -0.21670947407920635 1.1578849080269433 2.3650916573549847 -0.99810952165827682 0.92532449650630988 -0.58676011046575016 3.5547049458807911 3.9067056919357883 2.7167863157015142 -2.1769975422732881 1.451957509147501 1.2135428536618729 -1.1492986858044119 1.1248358748350926 0.53875400747721158 2.4192885550665473 3.3900410632464637 1.4925201905101055 0.62821384419828064 -0.32840275074024056 -1.066350541139039 -0.63764194278100239 -0.52169651406909268 -0.42216906048076491 0.25338548613877016 0.93730803252488537
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -4 7 -7 25 -6 11 12 13 -11 15 17 -17 19 22 27 -16 -18 -19 -20 -25 -2 -23 -15 -29 -30
right_child=2 -3 4 -5 9 6 -8 -9 -10 10 -12 -13 -14 14 20 16 21 18 23 -21 -22 26 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.003087340051266289 -0.010861834298220846 0.0048208392764217747 -0.0013811179962738727 0.00040021219992168061 -0.0017426077401667538 -0.025058649589392658 -0.032328756712504646 0.005528298635911328 0.0025055324532960548 0.06515225992099806 -0.022664530249592904 0.08580483884414658 -0.021024000445268379 0.0070648752524450596 -0.0054461612759944163 0.0125935292888835 -0.0095981656948953675 0.0050452903782705972 -0.026339914427670221 0.015675318925898497 0.10537850862853698 -0.016425928108111384 -0.015142183411907588 0.10548277342222812 -0.0057281323429158367 -0.0037874704329815393 0.02077615407948509 0.00020583605677235232 0.0078575475776187873 -0.0044116956506240201
leaf_count=53165 11367 4650 72590 74132 15485 373 281 10608 6770 66 594 34 598 17690 4732 934 3807 3773 736 2002 20 229 667 21 1076 45572 505 17684 9874 1896
internal_value=0 -0.0465225 -0.00153533 -0.0241649 0.0136596 -0.0126985 0.0778775 0.0920161 -0.0795328 0.0381592 0.054052 0.0569043 0.0560473 0.0589722 0.0578339 0.0669271 -0.0575195 0.0794886 -0.0404283 0.0951655 -0.0969138 -0.127204 0.0415076 -0.242528 -0.0677636 -0.0988597 0.190514 0.0856497 0.0512816 0.118349
internal_count=361931 57815 304116 137841 166275 83852 11262 10981 63709 82423 66938 66344 66310 65712 65646 60894 5475 55419 6273 49146 4752 4541 4440 1833 1097 56939 734 47144 29454 11770
shrinkage=0.05


Tree=3101
num_leaves=31
num_cat=0
split_feature=785 181 49 1286 920 727 745 145 1450 1450 60 905 710 332 486 117 1361 905 508 965 951 1453 1316 15 879 815 150 21 287 1467
split_gain=32.7641 24.6535 22.6682 23.3544 26.6389 30.4044 22.9226 20.6902 20.382 27.0335 20.4711 23.1243 20.1198 33.7946 31.2203 31.1834 30.1101 24.5636 24.3727 24.2211 28.4218 23.9285 25.0119 23.7978 24.1541 23.8508 24.6596 23.6656 22.9376 22.6935
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1349154245379338 0.78161905918100072 -0.83967173534858641 -1.5722412400100421 1.0191313245711819 0.5824035722025257 0.88343564287383192 0.87081989481316024 1.0000000180025095e-35 -1.7559754264202498 0.46798748183790811 0.65944866827063242 1.0549436446219573 1.8421106730875214 0.55035703183932794 1.4812118535980496 0.93928964529742032 0.40178444215186121 0.4454315257619969 1.2041679343814773 -1.3574222673029614 -0.35286371369217057 -0.65854580630962423 0.67237773758774566 -0.63535965239628067 2.3240884354044633 -0.19987084340329564 2.6212945108504591
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 -4 -8 9 12 -10 -12 13 15 23 16 27 -18 19 20 -14 22 -22 -15 -25 -26 -27 28 -2 -30
right_child=1 -3 6 4 -6 -7 7 -9 10 -11 11 -13 18 14 -16 -17 17 -19 -20 -21 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=4.9646154093384623e-05 -0.00012706856334898786 -6.9229417827122318e-05 -5.1388325261848552e-05 -0.00029428500470765617 1.8101703985657978e-05 0.00026506132065061666 -0.0001212631125742651 -0.00047833232847996354 6.0541241580626755e-05 -0.00068635950272711525 0.0008950570854678884 -0.00017694025365887203 -1.6006908731491595e-05 -4.4977937530237973e-05 -0.0001555113214572671 -0.00025141294949570668 -2.2787377685896203e-05 0.00015692766521878881 0.00014295281476569771 -9.6906650921960481e-05 -0.0010483194466959975 0.00068047782776921805 0.00015942729627077838 -1.2431397721806833e-05 4.2622679186958281e-05 -4.4088805852466505e-05 0.00031004187995194919 -0.0003510399375489857 -4.5990613881054007e-05 0.00036956879494411669
leaf_count=29559 29314 69820 29645 484 39504 3562 2811 1580 20773 326 142 3165 13110 8224 3847 5280 17985 4082 6034 10157 106 369 4015 5343 4600 1129 4304 1643 40339 679
internal_value=0 -0.0258651 -0.0166811 -0.00906822 0.0363782 0.201561 -0.0765056 -0.245861 -0.0207068 -0.0304538 0.038781 -0.1413 -0.0291172 -0.042661 0.0210833 -0.0650827 -0.0557666 0.0126444 0.020166 -0.0096861 0.0420539 0.188582 0.138576 0.0493196 0.0963332 0.158582 0.250036 -0.0821535 -0.0750278 -0.0392143
internal_count=361931 332372 262552 228516 43550 4046 34036 4391 184966 160886 24080 3307 160560 126769 27447 99322 94042 22067 33791 27757 17600 4490 4121 23600 15376 10033 5433 71975 70332 41018
shrinkage=0.000980392


Tree=3102
num_leaves=31
num_cat=0
split_feature=785 728 852 209 1175 900 937 140 694 647 590 727 1467 1077 1037 290 902 967 672 968 641 1362 1027 1452 497 349 818 1463 353 1112
split_gain=32.6037 25.303 23.5226 31.1793 31.5485 23.4973 24.5438 28.1659 23.9895 22.1102 55.5921 22.0114 21.9259 21.1967 21.0579 20.0436 19.7685 21.1312 23.4098 24.6703 22.3555 19.9916 22.9451 19.636 19.7758 20.2866 25.1063 20.5356 28.2133 25.0195
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -1.038133627958042 -0.65609391801188754 2.1273853924476502 -0.58363259351866237 1.8790564127931246 0.047711303112312357 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 3.2089320700182484 4.2406324835638474 -0.028015989073536769 -0.78481856468195721 2.0947916829856985 1.3545109027618707 3.7524495418451216 -0.98383912076003377 -0.7802846350097582 1.0000000180025095e-35 3.9760661156155157 6.7057942035045022 0.1704125073373674 -0.17548036954476356 0.77151256708870575 0.6457295741645136 -0.96934695817558436 -0.14067216513644235
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 12 15 14 6 -6 13 -7 10 -3 -1 16 23 -5 -4 17 -2 20 -20 -19 -22 -23 24 -8 27 -27 28 -26 -30
right_child=1 9 3 4 5 8 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 21 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-1.6990499146110422e-05 -3.1696790248926399e-05 -6.6871045877211878e-05 -0.00028156842714113404 -0.00014145247298375641 0.00014434898328383682 0.00040085601735726515 -7.806996460742378e-06 -0.00021937045534042691 -0.00012528433701952741 -7.1674932970288867e-05 0.00041802786648561651 0.0001008304511628837 0.00016126136577841285 -0.00107056835186886 3.2460619622549773e-05 -4.0435997028848759e-05 7.2496142253105554e-05 5.7878182514611054e-05 0.0032785364192802926 -0.00036787676216152909 -9.7399980189133791e-05 -0.00031219758271447759 0.0013641471603203195 0.0012076885202465121 -0.00079274314275553216 0.00021453202860823628 -0.00015537190665248403 0.00023414639400809697 0.00015475503947255426 -9.5364569875802042e-05
leaf_count=12551 132111 4821 3272 8261 8741 1497 21473 2067 505 93730 1384 17008 2490 85 6199 5853 8135 2779 36 43 7037 5556 37 51 245 6429 1012 1506 2692 4325
internal_value=0 -0.0266008 -0.0147686 0.0170888 0.0322442 0.0559371 0.0463962 0.0234272 0.27881 -0.0622219 0.0734545 0.0496887 -0.0311531 0.0366296 -0.0645632 -0.117327 -0.0349191 -0.0411383 -0.128004 1.67177 -0.133119 -0.179005 -0.301627 0.038922 0.0369088 0.0908999 0.173145 0.0243231 -0.022434 -0.00108589
internal_count=361931 332372 232437 74213 65088 50628 48626 39885 2002 99935 6205 29559 158224 37818 14460 9125 155734 147599 15488 79 15409 12630 5593 37733 37682 16209 7441 8768 7262 7017
shrinkage=0.000980392


Tree=3103
num_leaves=31
num_cat=0
split_feature=785 728 578 521 1122 288 1396 854 1223 698 1022 85 1251 554 1023 1459 1382 637 1434 1316 1256 1326 215 1452 1055 357 517 1111 3 728
split_gain=15.8201 15.372 15.4962 16.054 16.4395 17.2222 20.1147 16.6097 22.2103 21.2734 18.9167 19.7546 20.8375 19.3628 19.0191 17.8033 16.4583 15.7654 15.7306 17.2973 15.5905 16.0671 16.845 15.7568 15.5821 15.5996 15.049 19.7672 18.0755 15.044
threshold=-0.86283290253235112 -0.49008176997875957 -0.87905496296652397 0.61544172599432045 0.72765253836317612 -0.43015931391697487 -1.0416412514138951 -0.87473648844905705 1.0000000180025095e-35 -0.29020339748377055 1.0000000180025095e-35 0.5895965731227466 2.1392037506885724 1.8342655485582615 -0.92662490140568188 4.5780457843415556 1.7107395127612584 -1.427324887713264 2.8669757903678827 0.32057506846008438 -0.25407868938008221 1.3747467020781585 -0.70594361065311151 0.8075782449106812 -0.050951592202695524 0.82874375620909202 -0.55286502262096737 -0.21795816495495285 -0.12550691238953951 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 -4 10 16 11 12 13 -9 -12 -11 -10 -7 26 -20 23 22 -22 -13 25 -21 27 28 -16 -2
right_child=29 2 3 -5 5 17 -8 8 9 15 14 20 -14 -15 18 -17 -18 -19 19 24 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0054001084150889257 -0.00017829785347906108 0.0099615555510029 0.015142349753671234 -0.004794777648827124 0.023160664164061359 0.070978826355404881 -0.024819779292688905 0.0024796269119234742 0.0017676104609617258 0.01235637689522805 -0.01797189548139214 -0.037699943069952641 -0.057777298142883605 -0.044614384458816048 -0.012144207025487047 -0.095700342990264919 -0.035765438851862549 -0.00032110013334927081 0.0023968760893379043 -0.087106969571463633 -0.047562847988736327 -0.05780405429523116 0.01362920766566591 0.01186816907501957 -0.14532896192634878 0.041090028621452224 0.011569459910785668 -0.026786570568902296 0.032824544042377987 -0.0020207292814272688
leaf_count=3396 232437 3407 1579 3538 111 34 756 2315 2329 4799 378 551 81 114 212 22 145 1628 109 29 69 54 302 86 23 23 2960 319 190 99935
internal_value=0 0.0407359 0.0576596 0.0376962 0.0627042 -0.100984 -0.357022 0.0875167 0.0655709 0.15221 -0.0147972 -0.130991 -0.0264238 0.00811478 0.0835872 0.238824 -0.00779898 0.0252641 0.131497 -0.516121 -0.37999 -0.0760228 0.0784357 -0.608566 -1.37166 -0.658862 0.161537 -0.117254 0.187835 -0.0127157
internal_count=361931 29559 26163 22756 19218 2529 867 16689 15110 7295 7815 3572 2510 2429 4243 4821 2474 1662 3865 184 1062 425 371 637 75 52 3681 721 402 332372
shrinkage=0.05


Tree=3104
num_leaves=31
num_cat=0
split_feature=1097 407 61 1455 317 51 795 854 797 613 485 1103 885 990 567 633 1179 705 754 62 221 781 1250 713 1257 1469 706 902 481 513
split_gain=25.8212 34.1526 25.8988 25.2832 24.4303 23.7613 25.1164 28.9241 74.5939 28.299 28.4181 25.3658 26.9749 28.5284 26.2971 33.5127 25.016 24.951 29.7887 28.0264 24.2922 24.2761 23.0305 23.2729 22.5901 22.4188 22.2965 22.9095 21.9808 21.948
threshold=-0.64966988391888181 -1.2965003005540392 1.0000000180025095e-35 2.8565720557184995 1.0000000180025095e-35 1.8613588887694643 -0.29258408639884992 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.94578963118733916 1.4870550753895133 1.0000000180025095e-35 0.22046490535518015 1.4784937406783569 1.4871122038500981 1.8755794522339773 0.1919770854779522 2.3218875611781908 -1.2811150420666217 -0.92847851236361134 1.0000000180025095e-35 1.7842202948349855 1.0000000180025095e-35 -0.4620034379364461 -1.0352100314532211 1.6026331504760882 -0.96126780138282186 3.3184537357864046 0.5265745529457686
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 17 8 29 11 25 12 16 14 -14 -16 -9 -3 21 -20 -12 26 23 -4 -22 -11 27 -19 -27 -8
right_child=1 5 22 -5 -6 -7 7 9 -10 10 20 -13 13 -15 15 -17 -18 18 19 -21 24 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-3.1043418082846257e-05 -1.3565123452151809e-05 -6.3002481830721395e-06 -9.8318708794529684e-06 0.00022506521672289838 -0.00015275064783260386 -0.0001445691634216496 -0.00014193841988257593 -0.00010417972144470264 0.00030021245394431557 0.00013652256045102137 -0.00023540836964153951 -0.00020126456741088053 -8.8515895890536319e-05 4.8321392442289373e-05 6.3305817719949605e-06 0.00049697245578602344 -0.00057349585866849019 -0.00016564978327900576 0.00022581663173046784 -0.00036591709820283372 0.00046586706161199899 -9.7667551482048335e-07 0.00010233549680502464 -0.00015630095473360438 0.00013027424509084789 -4.3339234150427556e-05 0.00043873340918541669 0.00010686645642749247 0.00048525344572950999 0.00015569799551051348
leaf_count=77023 14610 44532 8429 1814 16739 5902 4544 15405 3953 4091 665 4583 23529 18722 3645 664 677 1588 801 2005 1230 13952 2701 30747 3003 20717 874 33101 307 1378
internal_value=0 -0.0055882 -0.0495009 -0.0237609 -0.0851133 0.00346175 0.00715706 -0.0160241 0.0931127 -0.0280671 0.0288689 -0.0531448 -0.0410278 -0.0156992 -0.0605852 0.0924744 -0.124595 0.0332103 0.0653591 -0.207404 0.178389 0.0754605 -0.103438 -0.121827 0.23363 -0.00249272 0.105916 0.0971614 -0.0340646 -0.0669364
internal_count=361931 241217 120714 78837 31349 209868 203966 107113 9875 97238 30013 67225 62642 46560 27838 4309 16082 96853 52321 2806 4898 49515 41877 39176 4233 25115 35563 34689 21024 5922
shrinkage=0.000980392


Tree=3105
num_leaves=31
num_cat=0
split_feature=181 1169 795 1246 340 168 635 974 425 221 777 499 1395 854 797 694 1034 290 707 974 1034 784 293 1174 747 962 1242 878 81 1278
split_gain=15.6366 17.0838 22.2008 25.1725 22.5255 19.2825 19.2371 19.8705 23.1022 20.7179 19.1293 18.951 18.7206 18.5297 51.508 26.5944 20.9529 19.2754 19.122 20.5701 18.7176 19.5978 21.8377 23.3016 21.7221 31.077 22.789 22.2391 20.5371 20.3369
threshold=1.0000000180025095e-35 1.0643747975631468 -0.29258408639884992 1.0138505792395927 1.8162821653890682 -1.0250349139127888 -0.60508321604742432 -1.189509721551905 2.1480253628436832 0.82631018821907709 -0.42676591525781588 1.9812316162674934 -2.0182782562904094 -0.87473648844905705 0.63961785378869596 1.1015119331487784 0.71742563768805134 0.20537343117776849 1.1631246125351109 0.94892769884168326 -1.1456212390581639 0.9594655836162902 -1.1392221324257015 4.967159382618811 0.34871943973277292 -0.38912969094538602 -1.628148401071255 0.66426471340353599 -1.4772654754511259 0.6890358509658806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 8 9 -8 -3 -9 -7 14 -4 18 20 -17 19 -16 -15 22 28 24 25 26 -24 -26 -22 -30
right_child=-2 10 13 6 5 12 7 11 -10 -11 -12 -13 -14 16 15 17 -18 -19 -20 -21 21 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=0.002678792618660164 -0.0020794286825801464 0.00074079960607291461 -0.0027252960470120096 -0.010508593149108805 -0.022201792367901971 0.040753725828825089 -0.029399513936375091 6.0679197688091177e-06 0.10542297858931152 0.01513967137366962 -0.0037995951897593682 0.027540723083231522 -0.0033756634593865875 -0.0041571783107099969 0.0094952955839462411 -0.038122355013219429 -0.0047385084687439774 0.016479186747441817 0.038031989543154156 0.033383774532877455 0.048735174125885114 0.003366445590737243 -0.036184699446445104 -0.067103462412612239 0.0027694874646085788 0.0014897999804203829 -0.0056627837042835284 -0.0053687652771352698 0.001352084864631706 0.017948454685022774
leaf_count=84389 75166 25044 5673 4057 880 125 872 8575 21 177 37543 333 5503 14429 2444 196 16974 109 365 404 135 18010 370 88 19247 11756 18972 4482 4535 1057
internal_value=0 -0.000519927 0.00770177 0.0316973 0.0447483 -0.0958126 -0.061498 -0.0106018 -0.34503 -0.403001 -0.0388077 0.0207706 -0.0441932 -0.0130072 0.0785581 0.269849 -0.0214459 -0.331113 0.323156 0.265834 -0.00843156 0.00500363 -0.0148914 -0.0289 -0.0272594 -0.069053 -0.123436 0.0208532 0.115224 0.0947048
internal_count=361931 286765 224178 104932 90897 6508 14035 9978 1070 1049 62587 8908 5628 119246 9191 3518 110055 305 3213 2848 93081 78652 60642 54915 54827 31098 19342 23729 5727 5592
shrinkage=0.05


Tree=3106
num_leaves=31
num_cat=0
split_feature=470 464 816 1185 841 1376 767 917 20 43 1454 785 523 810 1329 996 282 18 340 900 239 1388 497 779 425 1116 1089 759 969 1036
split_gain=27.7128 38.3316 27.7623 27.0404 26.3991 26.0438 26.9099 23.3811 23.247 22.7156 33.0351 22.704 21.8551 21.3605 25.4513 24.7856 25.2551 23.8592 21.0491 20.9415 20.5822 19.6268 21.9547 19.5629 19.6068 19.4568 19.0214 20.7451 18.921 18.6668
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.104114706617066 1.1672291848996961 0.18805867694879752 1.1013672280589708 -0.32161470180979707 -1.1057205065296334 1.0000000180025095e-35 -0.80169152520006459 -0.86283290253235112 2.1829119814681102 -0.65819684525605759 0.034275755685633159 1.0565563832172893 -0.44485382407666457 -0.71057998040761616 1.3931997016493665 -0.070138514607184413 2.6808381144923019 2.2087663901034293 -0.41365954039441594 -0.948536242829075 2.0166523964738459 0.70054460406954633 0.44837531086292992 -0.32565108232047829 1.0114503554736605 -0.50064996455369859
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 -2 6 13 8 -7 10 23 -3 20 15 21 19 -17 -18 -12 -5 26 22 -15 24 -1 -16 -10 -28 -27 -13
right_child=2 11 3 5 -6 7 -8 -9 12 -11 18 29 -14 14 25 16 17 -19 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=7.7580250132595733e-05 -1.6521452280131329e-05 0.00010280422755681187 -0.00013256095400952333 -3.2022814734866337e-05 -0.00013501438634672214 -0.00046089086900172349 -4.8009848809758741e-05 -8.8951429909909317e-05 6.6952251514560876e-06 -0.00019457634464401766 -3.4579761305216319e-05 1.892827723551889e-05 -0.00054987727979487742 3.4736689940694861e-05 -5.3762417710622992e-05 0.00010535790263260993 0.00028581440128426326 -0.00039130849102386782 -0.00025255732862015603 0.00010245926730168006 0.00076948176433764778 0.00042388027821581704 0.0001588103181451135 -0.00028629952776337343 0.0020646874850046653 9.3084583603207093e-05 0.00043188925103485965 6.3242386756173232e-05 0.00064901333876462132 -5.0906892203934807e-05
leaf_count=693 77176 6813 6063 8736 11148 494 10242 15120 8387 17113 50678 30498 338 9326 7318 945 242 1613 4563 10520 194 857 17509 7735 32 2150 1070 1641 263 52454
internal_value=0 -0.0423977 -0.000824037 0.0220566 -0.0321225 0.0297341 0.050043 -0.0303226 0.0414072 -0.0905255 -0.0701127 -0.0132697 0.0598306 0.0670753 0.0979795 0.0163079 -0.165433 -0.306723 -0.048318 0.0427801 0.0746182 0.129632 0.119419 -0.244943 0.187422 0.00296884 0.0621577 0.212576 0.162119 -0.0245528
internal_count=361931 170579 191352 103028 88324 96965 69721 27244 12124 80814 63701 89765 11630 59479 37423 22056 2800 1855 55241 19256 11292 27692 26835 8460 725 9731 11098 2711 2413 82952
shrinkage=0.000980392


Tree=3107
num_leaves=31
num_cat=0
split_feature=785 728 1431 771 647 590 1467 809 852 993 908 727 1183 513 850 727 923 1168 783 583 550 1311 694 699 1389 1386 627 1108 279 770
split_gain=31.3952 23.001 23.4612 22.7882 22.1589 57.8192 19.8565 28.348 20.4252 25.5025 26.0085 25.1866 24.2863 22.9232 25.8864 22.8242 43.2755 22.5025 22.3947 25.0488 25.1124 21.766 21.4589 24.9268 24.0495 23.2331 21.4155 22.5228 21.2929 21.4897
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.4820751525130569 -0.87782724458594241 0.58895901036483078 3.2089320700182484 1.6518864604429058 -0.22706799479215015 -0.89727091510114898 -0.42487639646845682 -1.1275738623161491 -1.5169683801573526 1.0454229551509682 -0.71655674043578599 1.0000000180025095e-35 -0.86449023226567734 2.6997453631122013 -1.0732212767954836 -0.55326332990463356 0.29966714842153758 0.33897131932532953 1.8079486518028536 0.97895484281576806 2.4010845165005832 -0.58492728677024919 1.9945936966766264 -1.4442638994465435 -1.2044915347063276 1.1276917369973722
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -3 8 -8 15 10 26 -12 -11 14 -13 18 -17 21 -2 20 -20 -16 23 -21 -24 -25 27 -10 -14 -30
right_child=1 4 -4 -5 -6 -7 7 -9 9 12 11 13 28 -15 17 16 -18 -19 19 22 -22 -23 24 25 -26 -27 -28 -29 29 -31
leaf_value=4.8029531986612454e-05 -0.00019204715591432178 -6.7207999937368172e-05 -7.3370521130093489e-05 -0.00016012182611957782 -6.9447674379158556e-05 0.00042737201961740322 0.00023501060787293286 -0.00032196748730658201 0.0012565045571707942 -0.00031497596679717107 -4.5036272954222783e-05 -0.00013865347098439634 -0.00010927425983296357 0.00053091105388300885 0.00017623591008505537 -0.00030820869590512208 -4.3605278516028999e-05 -0.00043224786797160472 9.2506953451715717e-05 0.00012081027820625699 0.00043889868380313452 0.00050686370551204037 -0.00017364477230575402 -0.00051042274330550738 0.00071445642121795009 -9.0393070586694296e-06 0.0007764279718425435 -0.00011744168889162781 2.5777058201740008e-05 -7.4196651372394844e-05
leaf_count=29559 2397 4821 35150 4703 93730 1384 2750 423 50 1283 1988 1049 8927 886 2730 3531 50868 301 5653 6247 995 1311 4662 693 145 1661 157 3357 79177 11343
internal_value=0 -0.0259434 -0.0146642 -0.00601033 -0.0599268 0.0759007 -0.00233271 0.160657 -0.00549794 0.0126735 0.110648 0.175833 0.00157121 0.241979 0.184116 -0.0352686 -0.0616772 0.255856 0.0251252 0.0483983 0.156213 0.291415 -0.0105836 0.0527923 -0.143568 -0.152444 -0.0565469 -0.0942501 0.00514333 0.0139106
internal_count=361931 332372 232437 197287 99935 6205 192584 3173 189411 112559 11829 8265 100730 6277 5391 76852 54399 4342 22453 20056 6648 4041 13408 8601 4807 2354 3564 3407 99447 90520
shrinkage=0.000980392


Tree=3108
num_leaves=31
num_cat=0
split_feature=470 602 198 140 639 628 499 476 1464 1454 62 1454 1469 678 147 810 290 1463 1455 1449 150 1450 704 1465 1452 1104 910 898 990 839
split_gain=15.5946 25.2529 20.2065 19.9278 19.4969 18.5173 18.3045 18.9751 18.1849 20.4713 22.7654 24.3337 24.3976 23.964 35.1929 26.2751 24.8486 22.2394 21.9847 21.5433 23.5224 22.7025 26.5624 21.9406 24.4236 21.3843 21.1074 21.2984 20.8436 21.3243
threshold=1.0000000180025095e-35 1.0000000180025095e-35 3.4235745390380132 -0.44726540120754771 2.6155476492659502 2.4268555785726451 0.62163136688984377 0.21638653661781299 1.5993600128483978 0.67485211051868899 1.0000000180025095e-35 0.23288809561270282 0.18829243417506566 1.0000000180025095e-35 1.4797482616411475 -0.65819684525605759 1.92305342399566 -0.22035286209049118 0.93792226267099765 2.2529671283962887 1.1090160905915294 0.95337257963916655 0.20767795219388865 2.6851373032125321 2.2210231518875871 2.0571451369770437 -1.5462344770609511 -0.96750320093763598 1.09266583130301 -0.35826892377938041
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 -1 9 10 11 -2 18 -12 15 28 -16 -14 -13 23 21 -21 -23 -11 -25 -20 27 -17 -15 -30
right_child=8 -3 -4 5 -6 -7 -8 -9 -10 19 13 12 17 14 16 26 -18 -19 25 20 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0098695167462599168 -0.0018551687897530927 -0.00011047291537272016 -0.029555987688963826 -0.0014040182838464732 -0.036078664350114684 -0.025642572148370419 -0.012557026736031349 0.00010146671605599802 0.0043136025787119687 -0.0045024158975110889 -0.00083999819406438002 0.014625123966547766 0.0070789560687516909 -0.0020762025461146835 0.010760392731310277 0.056189754809822051 0.040331981743772699 -0.023646073449188499 -0.013965502328562883 0.012511116947791157 0.03305121753973727 0.0043837405731943216 -0.02556687593411482 0.013490485188827015 -0.015593721662245923 0.080608534930590753 0.0047112265019030762 -0.01945151500458954 -0.0093848467620418156 0.014562735183358953
leaf_count=9996 60777 89908 1229 50752 822 848 7208 9816 11753 25665 32359 3102 674 15795 2314 50 325 671 563 1297 303 861 526 1471 426 28 29400 876 549 1567
internal_value=0 -0.0259895 -0.0653234 -0.0615454 -0.131739 -0.0334362 -0.120294 -0.0709138 0.00536621 -0.000479179 0.0106091 -0.0234555 0.127852 0.0332588 0.0602708 0.047381 0.29746 -0.152032 0.217263 -0.0519618 0.11517 0.0525148 -0.133606 -0.0722451 0.145216 -0.178185 0.0858556 -0.287249 -0.0151712 0.175059
internal_count=361931 170579 80671 79442 27842 51600 27020 19812 191352 179599 149050 65815 5038 83235 50876 48237 2639 1345 3693 30549 2987 2684 1387 27562 1897 591 30326 926 17911 2116
shrinkage=0.05


Tree=3109
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 1464 497 728 708 1431 1378 294 813 1470 1173 12 471 540 1 686 693 858 827 996 1456 1452 562 1463 1465
split_gain=31.4362 23.4224 31.959 33.4346 29.504 27.3346 27.4276 25.2116 25.6925 24.4458 23.436 22.1719 30.0359 23.604 22.8848 22.6519 21.9422 21.5332 21.3801 25.111 21.1728 22.6776 21.0333 23.5011 21.5271 20.9708 21.1117 23.138 21.1754 20.7866
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 0.71492702701447042 1.656418941702585 -0.49008176997875957 -0.066475362838592636 1.0099929608726099 0.80891129331221767 -0.78032622470695412 1.304868341751126 -1.2954595170378473 -0.50168384141616662 -0.25516671496271354 4.229666733894736 2.9110317759397999 0.14060148230820743 1.6123350876002307 -0.48635573184020991 1.0825608069246189 -0.44105995428747874 1.0565563832172893 0.48268798061829216 0.15137389486705299 3.0537978468623685 -0.25589234859845938 -0.52774419131799011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 7 9 18 -3 -9 -6 -2 14 13 -13 -5 -14 -11 -8 -7 -20 22 -22 24 -24 -10 26 -12 -28 -29 -16
right_child=1 4 -4 11 5 6 17 8 20 16 25 12 15 -15 29 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=4.6145392040388474e-05 -3.4219375706406184e-05 -3.6148241068466513e-05 2.1580152770199317e-06 0.00013378455640816262 0.00030018252248549532 -1.5483120163096537e-06 0.00029963824848021716 -0.00014778212338364033 0.0002483179923833482 -0.00036566984459703115 -0.00013381683586773498 0.00041711702165413432 -0.0004664472888928564 0.0020271949172002675 -0.00033763013506817507 0.00011120273349750688 0.000157752695947441 -0.0010355652289777519 -0.00062890077200234828 0.00027977291085483732 -0.00071755258593120285 6.870801477671202e-05 -0.00075590269218767689 3.9635961231867996e-05 -9.7825715076751467e-05 -0.00028182364174944807 3.3597391639292791e-05 0.003229793251104055 0.00036924081470480666 -0.00014757582728534225
leaf_count=29559 143226 50676 62515 1280 3432 5579 1420 1762 5470 526 16385 343 617 38 8068 1304 1015 51 459 148 316 453 203 720 850 5023 5255 21 45 15172
internal_value=0 -0.0279029 -0.039646 -0.0568493 0.00528383 0.0928728 0.0185785 -0.0161598 0.0803042 0.211965 -0.0459334 -0.154209 0.0711578 0.677706 -0.185228 -0.0578917 -0.00663439 0.261807 -0.0406926 -0.398018 0.13016 -0.228796 0.162311 -0.129001 0.205192 -0.121046 -0.0862547 0.0540216 1.53688 -0.210745
internal_count=361931 332372 259292 196777 73080 12630 7657 60450 9774 4973 169955 26822 2302 381 24520 1921 1541 1471 6186 607 8012 769 7243 923 6320 26729 21706 5321 66 23240
shrinkage=0.000980392


Tree=3110
num_leaves=31
num_cat=0
split_feature=785 728 712 1080 557 771 647 590 195 1246 750 626 429 831 414 1381 941 690 773 846 1050 1031 803 365 215 281 221 765 519 858
split_gain=37.0363 24.4438 24.2408 24.2042 24.5535 24.7434 23.5824 60.6257 23.5013 23.3178 21.4072 20.2084 20.7495 20.1872 20.2148 19.5689 19.45 26.3333 20.15 22.5559 20.1071 19.0091 18.9248 20.3419 25.7636 24.4152 22.8609 29.4697 23.2213 24.7744
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 2.2092738772757108 -0.35952260062872804 1.5265272373495906 -0.87782724458594241 0.58895901036483078 1.3909106807663625 -0.079643453684858423 1.0000000180025095e-35 2.8030760057392921 1.5997950634227804 2.2565722203209058 3.0651320907414923 2.357618222692532 1.0000000180025095e-35 -1.0374721545411714 -0.047698291759740483 -0.49810276807172887 2.0594537109710127 1.3639589500853952 3.0813325700491205 -0.78919497293715091 2.892522238250677 -1.4161742334052956 1.5927696206574928 1.9055793309111257 2.1420547332082829 1.0825608069246189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 9 22 7 -3 16 -2 13 12 -12 14 15 -11 18 -18 21 -20 -19 -5 23 24 25 -6 27 28 -25 -30
right_child=1 6 -4 8 5 -7 -8 -9 -10 10 11 -13 -14 -15 -16 -17 17 20 19 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.0001372697042916691 -2.2192266008542772e-05 -6.9980190948548508e-05 7.1435472056772614e-05 0.00025733374755636761 -0.00028848805222873067 -0.00021524903029517472 -7.352802104903249e-05 0.00043653817266942063 -0.00026853963259863703 -7.1089325763271145e-05 -0.00032570377896659971 0.0007229292983855517 0.00034917780653699322 0.0002520237112129338 -0.00062113675529008872 -0.0004351924573223859 -0.00023313964520252681 0.00029374113756350717 0.00013467387893433376 -0.00033509175484564035 -0.00087780835715235077 -0.00076605401649611259 0.00020129996551927247 -2.6697848735427054e-05 0.00077517923939106619 6.9441743863223379e-05 8.7321128059021855e-05 -0.00020903094254226182 0.00014627285265365113 -0.00024169397639445427
leaf_count=3225 53192 4821 26334 1191 1161 2734 93730 1384 689 29631 5447 127 331 817 407 1005 488 3605 717 1070 66 110 1948 89794 179 18705 8327 4339 5602 755
internal_value=0 -0.0287627 0.0525064 -0.0171354 -0.0219173 -0.00315617 -0.0637604 0.0763216 0.0951237 -0.0521797 -0.0998689 -0.259903 -0.287347 -0.0787399 -0.0894892 -0.0826329 0.129693 0.221132 0.00340971 -0.142644 0.279863 0.198435 0.00112692 -0.00241338 0.0621375 0.0535195 -0.01466 -0.02485 -0.0169057 0.102099
internal_count=361931 332372 29559 232437 224501 133544 99935 6205 7936 90957 37765 5905 5778 31860 31043 30636 7247 4159 3088 1787 3671 1301 130810 128862 20045 19866 108817 100490 96151 6357
shrinkage=0.000980392


Tree=3111
num_leaves=31
num_cat=0
split_feature=785 728 1431 43 647 590 852 727 923 1452 1077 279 1183 539 1051 1384 783 576 727 353 902 915 1111 1002 1256 684 51 710 1450 277
split_gain=31.1485 26.1082 23.0445 22.945 23.9509 56.789 21.6264 25.3149 44.1446 24.9176 24.5088 24.3112 24.7076 22.8238 22.059 21.8457 21.6354 21.892 21.4863 21.3185 27.9772 21.7612 25.0133 21.3092 21.8767 21.2299 24.645 26.9084 22.1543 34.9161
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 2.2744972866152193 -0.87782724458594241 0.58895901036483078 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 3.3900475580725948 4.2406324835638474 -0.99038483963279578 -1.5169683801573526 0.6695026854463163 3.5926503781727646 -0.59449999692908395 -1.0732212767954836 0.66546334935299256 1.0000000180025095e-35 0.63280207191488913 2.0947916829856985 -0.45799692572047573 -0.21795816495495285 -0.32459312438081372 0.096267529760979395 -0.58965889020528339 1.0000000180025095e-35 2.0990458417769733 -0.10640331734405503 1.0085973783619429
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 6 4 5 -3 7 16 9 -9 11 -8 -13 14 19 -16 -2 -18 -1 20 -10 22 -22 24 -14 26 27 -25 29 -27
right_child=1 3 -4 -5 -6 -7 10 8 13 -11 -12 12 23 -15 15 -17 17 -19 -20 -21 21 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=-1.7705927619691151e-05 -0.00018351167824201306 -5.7386860139567836e-05 -7.2585699133115465e-05 -0.00029221041470482966 -6.6280280889977397e-05 0.00043709406986361773 -7.3301734386241104e-05 -0.00033569396340210822 -0.00012935385147515971 0.00089288310170637045 -0.00073889188709847886 -0.00031011804274899435 2.2193968080734207e-05 2.8799633123549769e-05 0.0013451067753576205 -0.00042040043565894363 1.3132990292125287e-05 0.00019545767937506156 9.8725483736001438e-05 1.7875901457993173e-05 0.00087815939211273539 -2.8120407353848083e-05 5.176158332695091e-06 -2.6171348521150125e-05 0.00011907454123266285 2.1046982320797145e-05 -0.00014926789769789686 0.00027585808788819832 0.00010111737844830077 -0.00028351432075849416
leaf_count=12551 2461 4660 35150 4157 89769 1349 16077 3650 29778 68 217 1134 25705 12498 87 55 17150 3618 17008 8479 360 1237 383 17607 17890 14862 7756 1388 12855 1972
internal_value=0 -0.0264274 -0.014412 -0.062592 -0.0560886 0.0865306 -0.00584238 -0.0358723 -0.0630727 -0.311868 0.0124209 0.0137256 0.0249488 -0.0459885 -0.0771506 0.773415 0.0265382 0.0489028 0.0481535 -0.0809226 -0.112332 0.162119 0.491119 0.0282816 0.064845 0.0011911 -0.0441401 -0.00362841 0.0390901 -0.0123027
internal_count=361931 332372 232437 99935 95778 6009 197287 79824 56595 3718 117463 117246 101169 52877 40379 142 23229 20768 29559 40237 31758 1980 743 100035 43595 56440 26751 18995 29689 16834
shrinkage=0.000980392


Tree=3112
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 859 727 1376 290 1242 639 560 982 1159 494 13 915 361 1 625 1452 61 1470 491 1394 1238 908 487 639
split_gain=30.8806 23.5577 23.5561 25.6848 23.2851 59.9216 22.0996 19.8844 19.6102 22.7387 21.6946 19.9226 19.4924 19.3568 19.3404 19.1323 20.2446 19.0901 20.8005 20.4604 23.6033 20.141 21.7256 20.1245 20.1045 19.6126 20.5288 23.1091 19.1104 19.0452
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 -0.98545034728205338 1.0000000180025095e-35 0.18805867694879752 2.1089670232183031 3.5578112322456241 -0.4698900685825908 2.2610407443932834 1.7621802667917166 3.3585567575760655 1.2142997171938616 2.2243089509479392 -0.11372201006058917 -0.4729292306919966 -0.45892939755694456 -0.41345953985924611 0.039474337618497217 1.0000000180025095e-35 1.1605466117522381 0.55618266521270698 0.95338029756263321 1.0000000180025095e-35 -0.090815020756290374 3.6510187249897208 2.037497273902598
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 -4 5 -3 -5 -1 9 -2 14 -12 15 -8 17 16 -11 21 -19 20 24 25 23 29 -20 -10 27 -27 -21 -23
right_child=1 4 3 6 -6 -7 13 -9 10 12 11 -13 -14 -15 -16 -17 -18 18 19 28 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.3645830931351934e-05 -1.6331708495188827e-05 -6.5369927556608998e-05 6.8185953836400368e-06 0.00041470555433009194 -6.8755859949285651e-05 0.00043853808301251877 0.00011832029435172703 9.8506441690785355e-05 -9.988018228777137e-05 0.00019402696134821363 0.0010818817985144297 -3.2774500118155705e-05 -0.00053469901139663106 -0.00046320598876726615 -0.00094989641364590636 -0.00023626482225217534 -0.00057618634877434276 -1.8457621493277777e-05 -0.00025586505108951373 -0.00012088891011134821 -0.0004496923285145951 0.00010538866392667822 -8.9676317774327455e-05 0.00049525924067508539 0.00033055393792387369 0.00021799653403096092 0.00026028914476384921 -0.00025763527087366343 0.0011688127171975416 -0.00049296384982473599
leaf_count=12551 120406 4821 34551 1153 93730 1384 6164 17008 21033 4872 150 193 188 278 185 531 148 8978 1142 12252 2940 7169 4529 651 422 830 1878 1324 59 411
internal_value=0 -0.0245468 -0.0131246 0.0332043 -0.0589473 0.0803704 0.144102 0.0498139 -0.0244213 -0.00963897 -0.0610822 0.530354 0.11598 0.0971803 -0.0646099 0.137576 0.175818 -0.0625408 -0.11682 -0.170162 -0.315431 -0.0284371 0.0485971 0.118788 -0.0815463 -0.0697188 0.0781757 -0.070623 -0.115501 0.0834067
internal_count=361931 332372 232437 42146 99935 6205 7595 29559 190291 126145 64146 343 5739 6442 63803 5551 5020 63618 25793 16815 4504 37825 12760 8231 1564 25065 4032 2154 12311 7580
shrinkage=0.000980392


Tree=3113
num_leaves=31
num_cat=0
split_feature=1423 51 119 174 785 1469 1452 1456 1466 1453 21 1467 905 1260 1459 1460 1467 1459 1468 1455 1459 1459 1465 1454 1452 1458 1451 1468 1468 1465
split_gain=15.4896 18.113 19.3941 18.3873 17.7344 17.8864 21.589 30.154 26.4407 25.0834 26.0514 25.9266 22.1528 20.0363 19.7191 24.8342 24.1701 24.1492 27.8517 33.7562 28.618 25.4804 26.702 43.5803 25.0691 41.9259 33.621 30.9619 35.7421 31.6071
threshold=1.0000000180025095e-35 1.8613588887694643 3.3531518203530832 -0.83511772493377456 -0.86283290253235112 -1.0470123060412753 0.039474337618497217 1.0000000180025095e-35 2.0364802837897087 0.35229435170537382 -0.13431221002227373 0.82834830438003937 -0.71746836611907738 -1.1263849407573108 0.49900387419946662 3.8934628474430077 3.8567296589757825 0.027245158437713041 4.6273942544398832 1.070009592466624 0.097572730827532081 -0.06045160922923843 0.0022353841619276822 0.17628833089535448 -0.41063461137129087 -0.047418865732968912 0.043860538130293468 0.82408035764145182 0.90889364240410331 -0.017167228058440218
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 12 -8 9 13 11 -11 -6 -9 16 -16 17 21 19 20 -19 -7 -23 -24 -22 27 -27 29 -29 -26
right_child=-2 2 -4 -5 5 14 7 8 -10 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 24 22 23 -25 25 26 -28 28 -30 -31
leaf_value=0.0030101256867709953 -0.0020702282859887313 -0.019637803070142977 0.065488884376912096 -0.0035281241920361115 -0.0074625294211552451 -0.0010236639178485621 0.0022241465815786214 -0.051801413611045392 -0.019172208084466395 0.021922693109460097 -0.030723519171508909 -0.024699408794997949 0.0013709892725990609 0.021026956991350911 0.0020652994325390112 -0.016118915836149949 0.017668645564741202 -0.011022732177098205 0.06139082642885272 -0.015956840888799378 0.0028788853059962456 0.0097446019939158163 0.0042913589832434791 -0.030613024732038446 -0.01913583083042571 -0.0055478867353697912 0.013551530697099365 0.071891718397736615 0.0010933169991931061 -0.002656794334673212
leaf_count=23483 74863 1697 35 11246 4913 131280 13220 46 288 548 270 218 16170 2697 38392 905 728 5322 68 3185 10730 5827 1959 672 4727 2660 2140 69 1059 2514
internal_value=0 -0.000978336 -0.097275 -0.104587 0.00250593 -0.00339382 0.0392377 0.094321 0.253634 0.299495 -0.000518329 0.202008 -0.00887906 0.398533 -0.0122703 0.0324257 -0.0235478 -0.0256006 -0.0837105 -0.0873635 -0.0622408 -0.0122248 0.110087 -0.0872426 -0.0276576 -0.0961819 0.0704103 -0.201955 0.15769 -0.261111
internal_count=361931 287068 12978 12943 274090 250607 38370 17287 4067 3779 1036 766 21083 2743 212237 39297 172940 172212 32474 32406 29221 139738 8458 2631 23899 13169 4800 8369 1128 7241
shrinkage=0.05


Tree=3114
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 853 766 31 496 908 1437 194 60 288 703 1029 949 566 1451 1186 69 560 148 363 1325 980 696 1210 830 603 952 563
split_gain=15.3806 31.7082 23.8661 19.6667 19.9394 19.6552 23.6354 19.4865 19.2254 21.1609 26.8776 19.7077 22.1383 19.8724 19.5212 19.0928 23.4432 18.9777 19.0664 18.2277 22.5135 20.3104 17.8258 17.7496 17.726 17.9906 20.4964 17.618 23.9483 17.5567
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 1.0000000180025095e-35 -1.3601211277065837 -0.56960846659031006 3.3073160554165075 0.56412109741624683 0.72713696786055593 0.58307762070518543 1.0000000180025095e-35 -0.093942326674174473 -0.55361578592543392 -0.36620993273385999 4.210683847686794 1.8091352672049259 -0.014448310177426709 0.38420910328338342 -0.14829997966449268 0.49435859096921703 -0.43311615753935567 -0.6876812769000572 -1.1841043621891953 -0.95801705454845243 1.480099353807738 0.3802368736872318 -0.14418953663036144 2.86704978497198 1.0144721835646922 1.0502520572780558
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 17 6 7 23 9 10 -3 12 24 15 -12 -14 29 18 -4 27 -21 -22 -15 -6 -11 -26 -27 -7 -29 -17
right_child=-2 8 3 -5 5 19 -8 -9 -10 11 14 -13 13 22 -16 16 -18 -19 -20 20 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0028625551474182002 0.00025734577342704194 -0.0012835834294955631 0.00077447742859990641 -0.001963745234922949 -0.017446882582334632 -0.012159341831143032 0.13265256651746707 -0.012206348007107432 0.0029337921527643434 -0.011983279772783857 -0.010275322174162384 0.0062789859959645929 -0.0065425949004621941 -0.023042049120406562 0.1190295702498096 0.03656442509789911 -0.016531868465932145 -0.022284861360657722 0.048634462890128488 0.0072984897571444001 -0.034251408199893439 -0.0053474313651473799 0.010719910529011641 0.002891027883197372 0.0011311154363414021 0.12021778464269597 0.00060374812342544823 0.013780131969969373 0.17621844342804846 -0.063972226818689554
leaf_count=5995 197825 44539 437 28562 1535 20884 26 3246 19710 2859 7802 7389 3103 257 24 313 173 235 378 2146 630 2788 2946 7453 218 31 32 338 35 22
internal_value=0 -0.0260004 -0.07005 -0.0884787 -0.133456 -0.14368 -0.0501574 -0.0559773 0.000707942 -0.019059 -0.0456581 0.0445246 -0.0213609 0.0459254 -0.198103 -0.0635594 0.304989 0.286629 0.521562 -0.190049 -0.055898 -0.202816 0.172209 0.0131093 -0.182988 0.339697 1.30901 -0.234891 0.700292 0.615278
internal_count=361931 164106 74688 68693 40131 39081 12260 12234 89418 69708 52365 17343 9954 6814 7826 3611 508 1050 815 26821 5564 3418 3203 8988 3140 281 63 21257 373 335
shrinkage=0.05


Tree=3115
num_leaves=31
num_cat=0
split_feature=677 878 1458 747 683 666 1168 792 767 809 50 1469 629 624 785 1470 1334 415 564 294 1461 294 1171 664 763 836 705 1112 113 1249
split_gain=32.8013 56.3 40.2484 34.1161 32.3252 29.0618 29.4917 27.1693 41.0955 27.5452 25.9952 26.3887 25.9193 25.3409 25.0091 23.6766 25.1601 22.8676 27.7542 22.8552 29.0394 22.5317 22.0983 21.5877 25.1968 21.2316 22.5169 21.1824 20.7463 20.7127
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.6054386111478895 1.0000000180025095e-35 -0.76344857304914582 0.45873907618427312 0.56478982777245867 1.0000000180025095e-35 -1.3173552036257097 0.66649192610754393 0.55630078546380823 -0.39001902063959082 0.11642662491720222 -0.75758629525805554 -0.86283290253235112 -0.48730340724335719 0.69617135029965105 -0.39026464231948271 -0.92494471000667333 -0.39491331583733918 1.6859053074631882 0.20037790974345224 0.30028666319685293 1.0000000180025095e-35 -1.2577710758921266 -0.31973176108108453 1.3183739815888758 0.65047722960685495 2.9929131291040303 0.79216563555719011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 13 6 -6 8 -5 17 11 19 23 -1 -3 -13 -17 18 -9 -7 -21 -12 -10 24 -2 26 -11 -4 29 -26
right_child=3 14 27 7 5 10 -8 9 22 25 21 15 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00039543530334250538 0.00026726162082123402 0.00011319438699944946 0.00034920818996539036 -0.00013117431309551039 -0.00010245626725890147 -0.00011248443308493607 -0.00033143054738915957 -0.00015157201430455699 6.5398037914311569e-05 0.00011981489436180169 9.9149646683280637e-05 -2.3776038947901396e-05 -7.5231847649461647e-05 -0.0001347332944835637 -2.0365845250648081e-05 -0.00036547829296993344 0.00039463951750179946 -1.9653941864119957e-05 9.4672591643587479e-05 0.00011569222370819447 0.00080314363851855897 0.00063177400966740282 0.00019586102230419902 -9.7703752427761857e-05 3.2401036611742884e-05 -0.00014631205407269026 -0.00046197561014671646 -0.00045004509932405819 0.00047324581537047677 -0.00010296410683079046
leaf_count=10182 1874 6756 1468 5037 38362 2092 6121 2700 27790 2585 1924 3957 40598 9302 82798 3239 319 29075 18902 2829 318 458 7087 11482 27649 8223 330 206 402 7866
internal_value=0 -0.0448149 -0.101638 0.000320135 -0.112109 -0.0894346 -0.126963 0.0260465 0.070625 -0.00150325 -0.0024809 -0.0500053 -0.0338975 -0.249509 -0.00884568 -0.148573 -0.306169 0.020017 0.0713591 0.0729689 0.198678 0.201245 0.0944162 0.00247884 0.0259768 -0.0951177 0.0583876 0.258355 0.0120056 0.00563688
internal_count=361931 170331 80777 191600 79103 59619 44483 101729 39914 61815 15136 12754 89871 19484 89554 7515 3558 50677 21602 5239 3147 2382 34877 49273 37791 11138 2915 1674 35917 35515
shrinkage=0.000980392


Tree=3116
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 43 647 590 1022 48 146 1288 968 728 990 746 878 498 816 1249 1044 730 783 934 514 603 660 639 8 345
split_gain=29.1621 26.2813 25.8824 29.3054 22.8013 22.5462 24.067 57.0676 20.8648 21.7266 21.0529 20.579 21.1893 20.4576 20.3013 20.0229 20.6278 21.2718 22.3601 20.9665 20.3237 19.6533 30.5667 28.0608 26.02 23.0384 24.5841 20.5332 19.9991 19.7784
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 2.2744972866152193 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.8372674881307383 2.7503861831498626 1.3901882842073681 -0.23957137006885484 -0.49008176997875957 1.09266583130301 0.66766320980544069 1.0000000180025095e-35 1.9385201012130144 6.0906794990390116 0.24795454135768219 1.2359238110944528 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.11942102837874842 -1.298475463871557 0.46293354690950167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 8 21 -5 6 7 -3 9 10 11 15 -13 -1 -6 16 17 18 19 20 -2 22 24 25 -4 26 -23 29 -28 -25
right_child=1 5 3 4 14 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 27 -26 -27 28 -29 -30 -31
leaf_value=-0.00012165910340623671 -4.7234676564134451e-05 -5.6864402641464044e-05 3.8779274040068316e-05 -0.00010679885643031998 0.00013635780655955196 -0.00028986681270028723 -6.5764317513961211e-05 0.00043920077626856017 -5.6740503701508445e-06 -0.00022415735310622289 0.00030336351603577587 -0.00032042446099163411 -5.3976170881699354e-05 6.4696703901400375e-05 0.00041523037990422916 0.00019891706977109294 -1.3129472332146286e-05 0.00014508772914814075 0.00062435124251599241 -0.00022313281364482867 -0.00032319862641559026 0.00016061368003964283 -7.4788925381454478e-05 -6.6014081223037365e-05 0.00040497837324458 -2.9353739280656291e-06 -0.00044260501669309612 -0.00032285258665570816 0.00061010537837753601 0.00034798443355736315
leaf_count=3396 17817 4660 6880 1294 4808 4157 89769 1349 103001 4653 765 4745 4153 26163 1493 1417 37721 1912 139 11517 2451 2134 17685 2024 1041 1982 101 1064 996 644
internal_value=0 -0.02567 -0.0136085 0.0349243 0.153191 -0.0619769 -0.0555301 0.0875511 -0.0254467 -0.0547526 -0.0461595 -0.0504326 -0.177977 0.0465475 0.204555 -0.0386476 -0.0452618 -0.09832 -0.117186 -0.12416 -0.0760475 0.0068736 -0.0247778 0.0938368 0.0885867 0.194199 0.297456 -0.0529094 0.545191 0.0430907
internal_count=361931 332372 232437 42146 7595 99935 95778 6009 190291 87290 82637 81872 8898 29559 6301 72974 71557 33836 31924 31785 20268 34551 25606 8945 7921 5213 3231 3732 1097 2668
shrinkage=0.000980392


Tree=3117
num_leaves=31
num_cat=0
split_feature=785 263 150 50 543 933 497 1249 1436 651 1214 1450 335 1286 21 126 54 363 428 1454 741 623 220 840 1438 1040 144 842 705 350
split_gain=36.509 25.9686 32.4883 29.2176 28.4016 27.9181 34.5547 24.1445 26.5719 29.572 26.1983 24.7071 30.2841 23.6343 25.1201 22.9621 23.9836 23.1682 22.4179 22.0983 20.9943 21.0094 20.5923 23.0568 20.5235 24.95 20.4156 21.9787 20.1997 20.1563
threshold=-0.86283290253235112 0.66115833724634121 -0.52571317712276111 0.55630078546380823 1.0000000180025095e-35 0.68806224955729689 1.7001250133015622 1.0461308128502937 0.60428344764309971 1.1107569744011787 1.0000000180025095e-35 1.2758925700186299 1.8693870961107655 0.78161905918100072 2.1349806934485605 1.0000000180025095e-35 -0.42445565733332025 0.29392446353077767 -1.4641683285451925 -0.98478334500156417 -0.65696253498209489 -0.80922911172121148 0.62834724900042038 -1.4952094348264653 0.73556760293882195 -0.54448331716797493 0.99860028128205169 0.48329775394775049 -0.0050352993931598944 0.49994155445200711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 3 26 4 7 6 15 8 11 -10 -9 12 13 14 29 -4 17 20 -15 -5 21 -17 23 -12 25 -13 -3 -28 -1 -2
right_child=1 2 5 19 -6 -7 -8 10 9 -11 22 24 -14 18 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.7048354024476363e-05 -4.534545162780897e-05 -3.0883655190741778e-05 -2.0718094933603307e-05 -0.00035726477869824438 -0.00014542331325538818 -7.2505586166494396e-05 0.00020263834348251876 -6.2880981647462245e-05 4.1676565117482126e-05 -0.00021352969959148648 0.00092710322946247623 -0.00010091511777564813 -0.00025079406752326068 -0.00045264052972373458 -0.00032228205505196485 0.00072306709203643846 0.00016545425969923796 -0.00030438024268873134 2.5866208711950422e-05 7.8167321827102652e-07 0.00017696667981318464 -0.00020768392649730526 -1.6457805573318323e-05 -0.00031647989805753512 -0.00016058196447283685 0.00017952425823332385 -8.426701659358001e-05 -0.00041828206420235851 8.970902623463132e-05 -0.00013300630942778097
leaf_count=10316 58116 20802 16393 1003 27071 7664 5989 17130 27004 2403 115 2460 6303 758 2277 109 7396 1027 18900 62639 2219 1258 2281 8075 2010 5453 2814 1429 19243 21274
internal_value=0 -0.0317531 0.0049144 -0.0434999 -0.0596351 0.0391647 0.0649474 -0.0497693 -0.0383048 0.0211402 -0.121875 -0.0560423 -0.0677037 -0.0585229 -0.0782126 0.0336752 0.0992759 -0.0194545 0.0132679 -0.00384365 0.0547257 -0.140441 -0.235122 -0.304831 0.0531168 0.103624 -0.0599296 -0.201967 0.0488568 -0.0705705
internal_count=361931 332372 67100 265272 201630 42055 34391 174559 146958 29407 27601 117551 107628 101325 81667 28402 12009 4613 19658 63642 3586 1367 10471 8190 9923 7913 25045 4243 29559 79390
shrinkage=0.000980392


Tree=3118
num_leaves=31
num_cat=0
split_feature=785 519 727 382 181 706 967 789 46 901 422 89 779 21 978 913 972 706 355 1188 727 49 858 154 1104 915 231 980 838 294
split_gain=44.3902 31.8591 39.5305 29.5948 27.0093 25.4299 25.6207 25.2114 23.7151 28.1628 22.5019 29.1317 27.8699 24.903 22.468 23.231 23.0642 22.4287 24.7088 22.4067 21.7012 21.472 21.458 21.35 20.9097 20.8679 20.8071 20.6378 22.7335 20.2729
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.2757743684523109 1.5343909308640491 1.1248358748350926 1.0000000180025095e-35 -0.50163721312144471 -1.2415873250643052 -0.79801254064409199 0.13224400543380457 -0.70163543588998201 -0.86739898370003232 -1.3993443602526965 1.4079901579600185 0.85558832110916161 1.4218347872305723 1.633571908596829 1.0000000180025095e-35 1.0000000180025095e-35 1.0825608069246189 -0.96795322724809052 -0.43688756610038687 0.80182227114482363 2.1922670578237957 1.114765214040659 1.7160454171542312 0.92159612535094959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 4 17 7 5 6 10 23 -7 -10 11 12 -2 24 15 -15 -16 -3 -19 -8 -1 -11 27 -4 -12 -17 -25 28 -5 -6
right_child=1 2 3 22 29 8 19 -9 9 21 13 -13 -14 14 16 25 -18 18 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-6.9221934875392518e-06 0.00026853612470410381 -0.00013528961055284282 -4.3220100176778408e-05 0.00015095723010409112 -6.5316083248352178e-05 -2.5357966301516326e-05 -0.00015202553974794238 -4.9534063671846391e-05 -1.8850953187171318e-05 -7.8860173804578288e-05 -3.3935394652454504e-06 -0.0002013152974025076 -0.00028201729416465229 0.00019934871410574363 2.870118658356273e-05 -0.00011068430522220516 -0.00012854689073041968 2.3421656524017132e-05 0.00065631541489176188 0.00034623760772668977 0.00010975190638303407 -0.00020754251162945003 -0.00032763821640149958 0.00035682096144613477 0.00014304918047363532 -0.00049430893297996547 -0.00032857737642920241 -0.00023235546388396185 -0.00050385344969094308 -0.00019855034343229565
leaf_count=12551 1607 6191 735 4006 55516 91713 8084 1127 19167 17848 7923 6511 796 1134 48403 7030 4731 2965 291 441 17008 15982 645 4318 12548 994 191 812 237 10426
internal_value=0 -0.0293777 0.0481816 0.123205 -0.036189 -0.0261625 0.000612619 0.219528 -0.0468294 -0.0904448 0.0108674 -0.110702 0.108111 0.0208729 -0.000223676 -0.10918 0.0155262 -0.0600433 0.0843045 -0.124187 0.0593911 -0.137413 0.0163515 0.281264 0.0899338 -0.154134 0.33458 0.0612568 0.118519 -0.0847794
internal_count=361931 332372 21518 12071 310854 244912 100202 6371 144710 52997 91677 8914 2403 82763 62292 9158 53134 9447 3256 8525 29559 33830 5700 5244 20471 8024 4509 5055 4243 65942
shrinkage=0.000980392


Tree=3119
num_leaves=31
num_cat=0
split_feature=1166 570 1177 1466 407 284 823 1455 1385 457 1453 1465 701 710 839 921 783 785 905 1181 628 679 691 1259 769 212 620 1400 86 512
split_gain=16.0303 28.5594 28.2785 27.7568 27.4051 30.688 24.463 24.0831 24.0513 23.6509 28.8395 26.3379 24.4396 24.6677 28.6755 25.8015 33.9431 33.0892 25.0146 29.9386 28.0881 26.513 24.4197 24.0938 23.006 22.9093 23.2368 21.7911 21.7733 23.8618
threshold=-0.94772631485393388 -0.66020926341496977 1.1288173896071474 -0.39115731296020156 -1.2965003005540392 2.2801252649837127 -0.277660549730326 1.7778406063357999 -0.072752072118097907 2.3716694046974869 -0.074792591002300263 -0.54793628445649167 -1.6271604451432065 1.9207401787728819 2.778493016390716 1.0525743831388839 1.1155635910225459 -0.86283290253235112 -0.49586225701715347 -0.71013123949449719 0.47727102332944138 1.0000000180025095e-35 -1.31798143750144 -0.92647626569276664 2.2342001346882543 -1.4335375753153206 1.5209264779549863 0.59321564918181191 1.4680215992272687 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -2 7 -3 -7 12 -11 -12 27 15 18 17 24 -14 19 -15 22 23 -20 -21 28 -19 -27 -6 -17 -30
right_child=4 2 -4 -5 9 8 -8 -9 -10 10 11 -13 13 14 -16 16 -18 25 20 21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0014702132202130305 -0.0040437661421347136 0.0019207967308169202 -0.00896340864346328 -0.0045477889456981479 -0.002702930856326868 0.032184851270007565 -0.0066381456399720908 0.021296047437809985 -0.0052829585256959728 -0.013169229523399864 -0.01756023757249292 0.011887666404605901 0.0042711567854972063 -0.0058192956684729735 0.03881704977006413 0.0020587858410161214 0.011478820893949214 -0.013107591580583845 -0.05466155052099099 -0.010354368697246846 0.012263106419041676 0.03605190709860031 -0.0021406068966099072 0.016253984759316512 0.024341335233363522 -0.00085175575686640976 0.0038930486087759494 -0.018284228990554038 -0.0024935046962432099 -0.034449245670039305
leaf_count=28953 34528 20693 14698 32865 5419 502 6452 843 360 5158 823 1854 19381 984 257 17910 5026 2301 129 479 1860 606 5014 2120 500 136124 13023 1663 908 498
internal_value=0 -0.0361308 -0.0639321 -0.041655 0.000535338 -0.0668967 0.0193798 0.0583903 0.341422 0.00869256 -0.13878 0.0792551 0.0123009 0.0165095 0.113032 0.0104335 0.0752376 0.000371899 0.0956765 0.226827 0.017102 0.322744 -0.0639982 0.229093 0.0338836 -0.0109864 -0.00796782 -0.121553 0.0217738 -0.252939
internal_count=361931 104504 75551 60853 257427 35390 27988 21536 862 222037 7835 2677 214202 207120 11449 195671 24842 170829 11192 4189 7003 3205 5143 2599 19816 151448 149147 7082 19316 1406
shrinkage=0.05


Tree=3120
num_leaves=31
num_cat=0
split_feature=50 194 1023 1470 729 276 1357 858 443 557 699 796 773 697 1226 1381 565 1119 8 636 967 7 15 706 1113 621 1387 907 986 1047
split_gain=15.6244 28.8428 18.6062 18.9407 18.542 18.6953 19.5909 21.3395 23.0144 20.7805 20.1121 19.3327 19.1805 23.624 18.4378 21.4582 18.3058 18.275 18.2276 17.9355 20.9204 19.9645 18.1448 17.878 18.0252 19.7052 21.9084 17.9257 17.8188 17.7731
threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.5066796363144226 -1.3664195657027294 0.75637635299260908 0.51239841603722114 1.3962008022525787 2.1406758129868066 -0.48588482960773144 -0.28003222873004341 1.0515789206008181 1.5191488867762273 1.8650505758962785 -1.5082748187861761 2.7860623538189473 0.4001637269038672 -1.7100695819241587 -2.2181165619153016 0.11653098178127293 2.4129057422810987 1.4170778690582806 -0.78645701541422419 2.0636572736891119 2.7080867708109628 -0.92377407059099859 1.3302311221549814 0.81754036104253791 -0.17577263425332312 2.1192905604795502 -1.2148120656453776
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 11 23 17 -9 -7 -14 -8 -16 -10 -11 -12 22 21 -21 -6 24 27 -26 -27 -2 -20 -15
right_child=4 -3 -4 -5 19 12 14 8 16 10 18 -13 13 29 15 -17 -18 -19 28 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0081018243320734144 0.0083185825483054719 -0.0001295191349173287 0.038417216589852768 -0.0041526837093338546 -0.0021110428412971184 0.0037614022779986316 -0.0056018910870126587 -0.0092896337348685378 0.057082974165918302 -0.027315074770228612 0.0022953950272218736 -0.040271616980830087 0.04279165778201658 0.049367181095384086 0.015464858160587361 0.13248381543028853 0.0002207513623600201 0.003544601485461445 -0.012171951733410492 -0.024405282978901103 0.10667381635565308 0.024913738821445666 0.0098687853598300526 -0.090750958870079723 -0.0028017674653326081 0.001840185013919007 0.025717907279136028 -0.0026377581886591877 0.03709976383337988 -0.013089891158352948
leaf_count=1539 4501 90336 108 72566 59755 31141 9715 2986 67 283 2898 262 90 61 121 21 2762 40884 2470 155 29 427 1667 24 29441 2255 633 3091 90 1553
internal_value=0 -0.0265302 -0.0718834 -0.0742962 0.00493237 0.0183809 0.00349223 0.0125464 -0.110493 0.0214798 0.0516871 -0.233928 0.0629149 -0.157583 -0.0989041 0.718873 0.0313807 0.0675668 -0.0738991 -0.0305179 0.357935 0.257704 -0.0348345 -0.0165269 -0.0152867 -0.0386979 0.137758 0.080837 -0.208295 -0.219973
internal_count=361931 164549 74213 74105 197382 135349 102504 92647 6077 86570 46625 3248 32845 1704 9857 142 2829 41167 5458 62033 611 582 61422 39945 39921 32329 2888 7592 2560 1614
shrinkage=0.05


Tree=3121
num_leaves=31
num_cat=0
split_feature=785 728 784 647 590 852 1307 211 657 569 703 980 5 833 705 1022 146 48 1441 1169 156 1151 356 694 554 423 912 3 417 488
split_gain=29.8727 25.2211 23.3349 22.9437 56.5837 22.7837 25.5297 22.197 22.0979 21.8996 23.1984 21.5378 21.3612 20.6656 20.1289 19.8385 21.2895 20.4221 20.2232 18.8591 23.8603 18.7375 18.7147 18.6349 18.5874 19.5505 19.1537 21.5752 19.2446 19.6773
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.0747610123934368 1.3390041783085433 -0.62944366619299574 2.2603408215975165 0.082615654494043025 1.2527926291041005 0.93965787111466315 -1.0821368227570305 1.5919315457291203 -0.0050352993931598944 1.0000000180025095e-35 2.7503861831498626 1.8372674881307383 1.7193014468115779 0.18848160436186537 -1.1003691979828194 3.3566824307941974 -0.88459116152366701 0.46142562453403596 -1.3074307702299757 -0.13079507712007524 0.098349774233369006 1.6415744767984373 -1.659818000856828 -1.129835436044446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 15 4 -3 8 7 -7 13 10 -10 -8 -9 24 -1 16 17 18 -2 20 -19 -20 -6 -21 -4 -26 -27 28 -28 -30
right_child=1 3 5 -5 22 6 11 12 9 -11 -12 -13 -14 -15 -16 -17 -18 19 21 23 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-2.7376941552185739e-05 -3.7991622382699519e-05 -6.3630603277265856e-05 -0.00023400409345608527 -6.9802399390629476e-05 -0.00021693391686631751 5.9605097096365795e-06 -7.689061208336845e-05 -0.00034419370760429245 -0.00032177268228745717 8.0898087605760723e-05 -0.0014746338985865432 -0.0010853696904672967 0.00030435853670297678 0.00019619147385444274 8.9478258790578498e-05 -4.6654946202891703e-06 0.00029270755973424058 0.001766977235388469 -0.00022698745175854249 -0.0006960355344875328 -0.00013814539287762564 0.0006054680334075447 0.00051382679637936501 -9.5775750035658375e-05 6.9028294113789303e-05 2.5933802758217498e-05 -0.00097916425342551129 0.00031002263956987066 0.00043471291675729602 -0.00018893075016943969
leaf_count=10316 76185 4821 1914 93730 198 2043 879 281 935 632 92 143 3872 2818 19243 103001 802 40 5561 1125 2810 126 1186 641 14876 8058 196 430 285 4692
internal_value=0 -0.0245145 -0.0126897 -0.0601025 0.0782321 0.0334349 0.141856 0.187543 0.00960467 -0.231172 -0.423983 -0.20982 0.274526 0.0222999 0.0485918 -0.0239357 -0.0525387 -0.0567158 -0.0483238 -0.226351 -0.114194 -0.20288 0.434398 -0.475004 0.00537611 0.0175219 -0.0443658 -0.142631 -0.183418 -0.161123
internal_count=361931 332372 232437 99935 6205 42146 7218 6196 34928 1659 1027 1022 4153 33269 29559 190291 87290 86488 81872 4616 2850 5687 1384 1766 30451 28537 13661 5603 5173 4977
shrinkage=0.000980392


Tree=3122
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 497 1464 728 708 1431 279 712 471 12 540 1 1465 1106 154 51 1256 686 858 827 693 996 1452 263 562
split_gain=43.1286 28.1517 34.7978 35.1741 28.3151 28.3794 26.9917 26.7227 25.6739 24.4196 23.7629 22.6633 22.3968 22.0028 21.9936 21.945 25.5994 21.828 25.8288 26.1524 24.2843 21.6924 21.5363 23.2677 23.9999 22.9754 21.8934 21.3665 23.0012 21.4347
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 1.656418941702585 0.71492702701447042 -0.49008176997875957 -0.066475362838592636 1.0099929608726099 -1.1438953002515546 -0.63779424894106762 4.229666733894736 -0.25516671496271354 2.9110317759397999 0.14060148230820743 -0.52774419131799011 1.7407510129396675 -0.15489933552323301 -0.68916341501484679 2.8265518582395983 1.6123350876002307 1.0825608069246189 -0.44105995428747874 -0.48635573184020991 1.0565563832172893 0.15137389486705299 1.0000000180025095e-35 3.0537978468623685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 10 6 9 11 15 -8 -6 -2 -3 -1 -9 -11 -7 -17 20 19 -19 21 -5 23 26 -25 -24 -10 28 -12 -29
right_child=1 4 -4 17 5 7 8 13 22 14 27 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 25 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00012792376535879715 -4.0646815891424175e-05 -0.00017746074127040671 -2.1715270571750229e-06 -9.5046883256183698e-05 0.00029847197771221552 -5.274140733675399e-06 -0.00014589561003601619 0.00029192204171340672 0.0002524613292677829 -0.00036706709237996853 -0.00026356559704622263 -2.323859542618577e-05 7.267703205507212e-05 -0.001053696904324818 0.00015654319298820892 -0.00063921902477464426 0.00027750945827789193 -0.00024711607240558638 0.00028875727585696141 -2.6818873736738952e-05 -0.00038904112153504301 0.0017118647103891249 -0.00072086756980761692 -0.00077483839903958374 2.8417877267195396e-05 6.9475432345054311e-05 -9.6180287336805002e-05 -1.7760025019001545e-05 -8.0988699422848934e-05 0.0013597099831758686
leaf_count=3225 143226 6072 62515 2368 3432 5579 1762 1420 5470 526 11635 44604 26334 51 1015 459 148 8399 996 8202 6828 29 316 203 720 453 850 6763 8257 74
internal_value=0 -0.0329981 -0.0458384 -0.063735 0.00335084 0.0890902 -0.0176238 0.0134637 0.0820425 0.210349 -0.0525496 -0.039032 0.0546049 0.253384 -0.00797709 -0.0449746 -0.406594 -0.163231 -0.108518 -0.13737 -0.288135 -0.0584875 0.131761 0.16412 -0.14194 -0.229862 0.209123 -0.127968 -0.174731 -0.00251615
internal_count=361931 332372 259292 196777 73080 12630 60450 7657 9774 4973 169955 50676 29559 1471 1541 6186 607 26822 17597 16601 9225 2397 8012 7243 923 769 6320 26729 19892 6837
shrinkage=0.000980392


Tree=3123
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 727 923 497 1452 1077 278 647 590 1183 1002 21 1051 695 1423 72 523 628 810 1050 783 576 1463 1467 1466 705 271
split_gain=36.8894 28.1066 25.3113 24.7571 26.9327 43.8542 24.9834 24.3953 24.0319 24.1092 23.8424 58.1062 22.3906 22.962 22.3249 28.0723 28.0445 24.3284 23.1662 29.141 24.9538 22.3283 22.2246 21.3715 22.6417 21.0566 20.9886 21.4547 20.8527 20.6176
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 1.461728259125324 3.3900475580725948 4.2406324835638474 -1.1833072469291228 -0.87782724458594241 0.58895901036483078 -1.5169683801573526 -0.32459312438081372 -0.13431221002227373 3.0856045387256095 -0.70721591321319732 1.0000000180025095e-35 -1.4318206758236927 1.0000000180025095e-35 1.9173962400625897 1.1023763779372591 -0.89590682985542547 -1.0732212767954836 0.66546334935299256 0.84250138401434416 1.2134100071438707 0.34470978700861038 -0.0050352993931598944 3.1043109927646175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 3 4 23 7 14 -6 9 -5 11 -3 -11 22 15 16 -7 -18 19 -19 -21 25 -14 -2 -25 -16 27 -27 -1 -23
right_child=1 10 -4 8 5 6 -8 -9 -10 12 -12 -13 13 -15 21 -17 17 18 -20 20 -22 29 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-2.6265780114456645e-05 -0.00018503776383089988 -7.0004177876550595e-05 -7.8488901342378824e-05 -9.7860914879362482e-05 -0.0003398624451230688 -0.00025904009850809208 9.2155155647197795e-05 0.00087590432179660417 -0.00073338974143433698 -0.00028729483910502153 -7.7325222968052979e-05 0.00042516471386282244 -6.3442046795075864e-05 -3.4265062179105601e-06 -0.00016705261649600981 0.00069526058873580951 4.251382413683504e-05 -0.00026275489113272558 -0.00020788846875965949 0.00078968590416610487 0.0046872026512299308 5.7475662372020793e-05 7.7969889157394128e-05 9.4734861189864011e-06 0.00019476999090069233 8.4973669024184401e-05 0.00043422837757802629 -0.00041616930232081127 9.2468869900628564e-05 0.0015069915326065056
leaf_count=10316 2461 4821 35150 10702 3650 2887 4622 68 217 1220 93730 1384 6587 59332 18192 264 16306 307 4987 287 20 2529 39405 17150 3618 1410 423 582 19243 61
internal_value=0 -0.0301631 -0.017699 -0.00871615 -0.0408028 -0.0688147 -0.0518113 -0.316515 0.0108194 0.0121094 -0.067605 0.0730816 0.0208985 0.0240371 -0.0693965 -0.0172542 -0.0264051 0.00187075 -0.155431 0.370521 0.974136 -0.118639 0.0611069 0.0235249 0.0457306 -0.142637 0.0465739 -0.0566714 0.0509388 0.0894205
internal_count=361931 332372 232437 197287 79824 56595 52877 3718 117463 117246 99935 6205 106544 105324 48255 25058 24794 21907 5601 614 307 23197 45992 23229 20768 20607 2415 1992 29559 2590
shrinkage=0.000980392


Tree=3124
num_leaves=31
num_cat=0
split_feature=21 67 47 1298 1447 1085 1373 953 1044 74 1437 1189 1080 1178 1386 1379 816 1395 374 71 972 61 1464 1176 696 1464 12 943 1039 915
split_gain=15.6069 16.0971 22.9868 22.4589 30.6016 26.3992 23.6555 23.7406 22.1306 21.5294 20.8127 20.6139 22.2136 23.4284 21.7292 24.077 20.1454 24.8152 34.4104 22.3449 22.0728 19.721 20.8643 20.1488 19.5653 20.1053 22.0178 19.4987 26.7794 20.5891
threshold=-3.2545899522946695 1.0000000180025095e-35 1.3600231693380471 1.0000000180025095e-35 0.74484333252909696 1.0000000180025095e-35 1.0000000180025095e-35 0.67505964681462227 -1.0043376371158923 3.0526951078186486 0.72713696786055593 -0.42319225488617757 2.2092738772757108 1.800236333789641 -1.1241251319518577 0.13628259314713434 -0.92870374882376117 0.72868613784757896 0.39139331969136187 1.4044957509732769 -1.3233650068126794 1.0000000180025095e-35 1.6196093032808887 -1.5159972263043426 -0.9555602645140221 1.3432333345275824 0.96048859466977887 1.4693784537238983 -0.52042869339961595 -0.67364165311183322
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 11 -6 16 27 14 13 -13 15 -8 -3 20 19 -19 -18 -7 23 -23 -16 -26 -27 -5 -29 -30
right_child=1 9 -4 10 8 21 7 -9 -10 -11 -12 12 -14 -15 24 -17 17 18 -20 -21 -22 22 -24 -25 25 26 -28 28 29 -31
leaf_value=0.016030972932505005 -0.011718123513671824 -0.0033581797894064107 0.0026255390228538057 -0.0006245454962677888 0.014566294248994582 -0.00034926182874773446 0.045685690102642867 0.018889385509098432 0.00043245996364524287 -0.019108985016892489 0.0028948020090272071 -0.010133842582218276 0.017530115527464137 0.0090810487521414927 0.01975455188385002 -0.029143614562413281 -0.0094769271197886057 -0.0023794046469570356 0.0071564924059055639 -0.014667853053240032 0.0026148281048750024 0.0090024092342401579 0.011347266340916897 -0.0079937455081198396 -0.0056753189545584587 0.0062903894608005925 0.072011703700161314 0.0026856902897558904 0.0023062893364356545 -0.015672417985278041
leaf_count=716 18575 14475 22006 94683 1472 30763 326 473 11135 750 18833 15529 414 1161 843 130 2326 18523 4429 1925 69549 1307 923 14243 5896 312 94 3141 1436 5543
internal_value=0 -0.00893511 -0.0205454 -0.027996 -0.0569707 -0.0761077 -0.133067 -0.0867493 0.0445305 0.0122847 -0.00776982 -0.10152 -0.154045 -0.173063 0.0155188 0.58565 0.0146467 0.0253675 -0.0336688 -0.0705885 0.0460658 -0.0411418 -0.11144 -0.134398 -0.0211732 -0.0693354 0.451032 -0.0218136 -0.134308 -0.234407
internal_count=361931 361215 249238 227232 103596 90989 43753 25178 12607 111977 123636 24705 17104 16690 7601 456 111227 96752 24877 20448 71875 47236 16473 15550 7145 6302 406 104803 10120 6979
shrinkage=0.05


Tree=3125
num_leaves=31
num_cat=0
split_feature=785 1233 519 712 354 665 678 1092 381 73 728 678 1398 737 1325 902 554 706 1452 1470 759 934 499 705 968 1116 568 425 838 1324
split_gain=28.8807 23.141 24.1957 28.2293 27.7155 23.8237 25.9304 22.7739 23.5538 20.9673 20.5978 28.4801 24.8531 23.8924 23.7422 25.1831 24.7278 23.5787 23.3397 29.007 24.1381 23.3086 23.2156 25.9291 22.7154 22.0837 24.5375 21.8181 21.5457 21.4218
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.5225780964414024 3.0858555402564884 1.6243751288565669 2.3042309584921359 2.1979211646067411 0.57867128635153786 -0.49008176997875957 0.34708990927187483 1.2246435874910373 0.52953867530939236 -0.14554841366996932 1.6357787960054466 -0.22830974477530755 2.0733145747592965 0.79547082264194502 1.3024667090820021 0.24763473320636156 1.0000000180025095e-35 -0.24894270583418507 0.37185795862114152 -0.23193785467715042 -0.90204418590670865 1.9447481035843104 1.0000000180025095e-35 -0.86442977644579755 2.0883641899847656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 7 10 -7 8 -5 -6 18 12 13 28 -13 16 -16 -15 21 20 -20 -2 -19 -24 27 26 -23 -22 -12 -27
right_child=1 -3 3 4 9 6 -8 -9 -10 -11 11 14 -14 17 15 -17 -18 22 19 -21 24 25 23 -25 -26 29 -28 -29 -30 -31
leaf_value=4.4060861933349715e-05 4.5115791630315015e-05 -8.2336384018902173e-05 -4.5571093969901469e-05 6.9521187131608644e-05 0.00054372821043319067 0.00020006042597523437 -0.00054472486321416975 -0.00023222764662537694 0.00037655985652066532 -9.2461256027994901e-05 4.6174770815179916e-06 -4.7047645175912815e-05 -0.00016088061964876783 -7.1914764268137483e-06 -6.2576041455950196e-05 0.00022795292687084105 5.7544651942155673e-05 0.00053519682330807053 9.7611727109328579e-06 0.00073648654760720595 -0.00025829917474429897 4.7432148283448213e-05 -0.00043434639752729131 0.0010102388025466636 0.00044809818915379887 -0.00010573297053618574 0.00080486488558909075 0.0003481517289988063 -8.6231396038595508e-05 0.00030086239865223822
leaf_count=29559 19349 43131 8127 7558 954 3033 219 832 1162 281 17647 36288 14947 29755 12570 2652 22011 897 5455 294 600 4223 404 89 1194 17562 209 472 79845 612
internal_value=0 -0.0269778 -0.0202158 0.0514254 0.117958 -0.0265089 0.153557 0.0812205 0.112455 0.410344 -0.0291907 -0.0396943 -0.0611064 -0.050965 -0.00520762 0.0323573 0.0163629 0.00631862 0.0111514 0.116372 0.0901477 -0.0109381 0.323211 -0.139922 0.270044 -0.0602474 0.0904987 0.0346037 -0.0702197 -0.0931803
internal_count=361931 332372 289241 18914 10787 270327 3252 9552 8720 1235 267075 217105 143584 128637 73521 37233 34581 31145 49970 8015 7721 41955 1390 493 2266 22606 4432 1072 97492 18174
shrinkage=0.000980392


Tree=3126
num_leaves=31
num_cat=0
split_feature=1454 1452 1454 1462 1450 1450 1469 1453 1453 1466 1020 1455 1452 1452 1455 1461 1450 1464 1465 1465 1451 1451 1465 1452 1460 21 1468 1455 1455 1458
split_gain=15.1456 25.9993 25.1373 35.0557 35.9726 52.9359 40.9949 38.544 40.6938 34.8057 34.5439 28.6574 28.2407 46.1197 51.5433 67.5848 47.7687 38.5645 38.408 48.9151 40.8573 48.528 38.4301 41.3235 38.3556 37.6831 34.5194 34.3495 38.7638 38.2758
threshold=-0.2363894608792538 1.2756511722692228 -0.37563712202834865 2.6555920454737483 0.27262452905359075 0.01812218979783697 0.58170158711020636 0.56824715093290779 2.064536973519659 1.4808384683488722 0.44670980992553178 2.5522110869383945 -0.58911782507014421 -0.41063461137129087 -0.064444062103805558 1.6859053074631882 0.48676867236521493 -0.13737360038314356 0.87082813740988774 0.92950558758689994 0.59897055457132509 0.3758385437834118 0.84595576380118198 -0.62378512353724791 0.40135300256177026 1.9458729514926574 1.1169629351287809 1.070009592466624 0.40822562400327617 0.25640757745451187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 7 11 9 -9 10 -4 -6 18 14 15 17 -16 -14 20 -20 21 22 23 25 26 27 -25 28 29 -1
right_child=-2 -3 3 -5 6 -7 -8 8 -10 -11 -12 -13 13 -15 16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018046270845395122 0.0003654395464941736 -0.010223357625901796 -0.0079841135459435743 0.02837355415871079 -0.01204864138803812 0.014257074233630025 -0.04376446693167161 -0.024094545555498812 0.057055659193918078 0.034684197552715783 0.0059237120235696855 0.074645813359104307 -0.016274951537838124 -0.0001072170391839796 0.0022426074641833278 0.023587999778326166 -0.031785805441854754 -0.003598721828315412 0.063432036731740318 0.010356301752870212 0.01345090626764477 -0.018544970528470917 -0.037040886392645411 0.0035163879684677103 0.035181467340283955 -0.022096624891855956 0.036000077825692971 -0.011218559515335852 0.014175379242716467 0.0080541721631029774
leaf_count=25516 170822 5230 10152 392 3044 1986 736 2285 71 258 3155 40 11223 82460 11051 657 651 5299 239 1694 3285 2016 431 4291 680 1229 416 3085 2826 6711
internal_value=0 -0.0231129 -0.0187702 -0.095141 -0.109057 -0.0649526 -0.328106 -0.113738 -0.411843 -0.0662079 -0.0857301 -0.208053 -0.00856081 -0.0305807 -0.115458 -0.202832 0.00756285 -0.238563 0.0365374 0.36518 0.0240112 0.0054562 0.0208898 0.0271763 0.215878 -0.000335483 0.138237 0.0119481 0.0334532 0.00843036
internal_count=361931 191109 185879 22119 21727 17907 3820 15921 2356 13565 13307 3084 163760 111341 28881 17179 11702 16522 52419 1933 50486 47201 45185 44754 5387 39367 4707 38138 35053 32227
shrinkage=0.05


Tree=3127
num_leaves=31
num_cat=0
split_feature=785 728 647 590 1431 852 727 923 1077 1452 279 1183 497 1002 969 784 783 576 702 21 1051 810 823 557 1061 1004 727 1043 921 831
split_gain=30.0723 28.2 25.0319 61.2601 23.4671 22.901 27.2275 43.1636 24.4997 24.3769 23.9427 24.2051 22.9423 21.994 22.1541 22.0418 21.4449 22.2126 21.2529 24.5921 29.6454 25.2667 22.7325 21.2308 20.9028 46.6542 20.7227 20.6902 20.6215 20.5677
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0099929608726099 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 4.2406324835638474 3.3900475580725948 -0.99038483963279578 -1.5169683801573526 1.461728259125324 -0.32459312438081372 1.688630563996478 0.9594655836162902 -1.0732212767954836 0.66546334935299256 -1.2282820345971255 -0.13431221002227373 3.0856045387256095 1.1023763779372591 2.3225820789007119 -0.65761149524879547 -0.87357009987099121 0.59444477453878863 1.0000000180025095e-35 -1.1207814247701269 1.0000000180025095e-35 -0.1615417975182524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 4 3 -3 5 6 16 9 10 -8 -7 -12 18 15 24 -13 -2 -18 -9 20 22 27 -20 -16 25 -15 -1 -21 -17 -25
right_child=1 2 -4 -5 -6 8 7 12 -10 -11 11 13 -14 14 23 28 17 -19 19 21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-1.7506169440075013e-05 -0.00018057159844287737 -6.6680429636608169e-05 -7.3852671734068377e-05 0.00044244794100624417 -7.2407442337053921e-05 -7.1403855103398172e-05 -0.00033385371942988107 -0.00036411673678799178 -0.00073777420407028949 0.0008816697838828284 -0.00030560962638549586 4.1094106105143345e-05 9.0786976777445678e-05 -8.7310279563270973e-05 -0.00011277453962104852 7.66863009879557e-05 1.5010253175302937e-05 0.00019876671795044743 1.1549761646483178e-05 -0.0004271878049752054 0.00075213305971624051 0.00011404294950380008 -0.00027358312251097645 -7.2051594410281133e-05 -2.5989430168965174e-05 0.00035439633738045678 9.683918174431453e-05 -0.00011377658469306341 0.00028787583043464948 0.00025043421500170259
leaf_count=12551 2461 4821 93730 1384 35150 16077 3650 1539 217 68 1134 35242 4622 2143 1419 5084 17150 3618 21471 1460 243 2528 2121 1069 46232 1887 17008 18893 3269 3690
internal_value=0 -0.0261835 -0.0637607 0.0806042 -0.0136893 -0.00503657 -0.0359481 -0.0641485 0.0137625 -0.3103 0.0150671 0.0262013 -0.0472607 0.0295001 0.00197535 0.0666592 0.0288362 0.0511091 -0.0641421 -0.0561644 0.000220982 -0.107773 -0.00935004 0.119671 -0.013262 0.131005 0.047108 -0.133327 0.164012 0.183554
internal_count=361931 332372 99935 6205 232437 197287 79824 56595 117463 3718 117246 101169 52877 100035 56440 43595 23229 20768 48255 46716 23835 22881 23592 6178 50262 4030 29559 20353 8353 4759
shrinkage=0.000980392


Tree=3128
num_leaves=31
num_cat=0
split_feature=785 125 50 750 57 21 1464 497 728 708 644 793 728 703 400 568 1251 1390 1430 471 1023 1286 747 1314 87 353 967 978 417 1254
split_gain=29.605 22.8128 28.1688 31.5193 27.8946 27.4907 26.3263 24.9207 24.259 24.056 22.7689 22.6582 23.4087 27.4769 23.3109 22.4099 22.1108 21.9583 21.7305 21.6912 21.6588 22.5702 21.3708 26.0701 28.9327 26.0261 25.3617 26.33 22.0224 21.4485
threshold=-0.86283290253235112 0.58518330826110332 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 0.71492702701447042 1.656418941702585 -0.49008176997875957 -0.062583130981342716 -0.34929633066952553 1.0000000180025095e-35 -1.3163276726681863 -1.4568199934402009 1.0000000180025095e-35 -1.8567158555664325 0.18127735280652338 0.43473142081759508 0.54622893720785959 4.229666733894736 6.7933405438584433 1.0000000180025095e-35 1.0000000180025095e-35 -1.6074403728556548 2.6353602884787981 -0.85274851124177631 -0.20575281925485042 -0.95701537237522805 1.19678801248677 -1.0895700282914467
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 7 9 -7 -3 -9 -6 22 14 13 17 -12 -16 -17 -13 20 -8 21 -14 23 24 -2 -24 27 28 -27 -29
right_child=1 4 -4 -5 5 6 19 8 -10 -11 11 12 18 -15 15 16 -18 -19 -20 -21 -22 -23 25 -25 -26 26 -28 29 -30 -31
leaf_value=4.811226783129374e-05 0.0001612926949675757 -3.1853165828753888e-05 3.8777510035257345e-06 -0.0001435626055304054 0.00030127393359088783 -3.7615015638097139e-05 0.0002964547915295571 -0.00013814087606842684 0.00012999001494576264 -3.8313908776784159e-06 -6.0681342233654634e-05 -0.00045180153622582041 -0.00017214914574704271 0.00015968037246877223 0.00064990026981310732 -0.00012672830972362991 -0.00031496002190773553 0.00020452472288675299 4.5305720918537528e-05 -0.0010436626470845998 0.00094402654968964888 -3.2450744094153124e-05 -0.00012292765195352851 -7.1741032171113134e-05 0.0016340708831356961 -0.00034908930126873773 -2.3503104166908499e-05 -0.00032029720138312235 0.00037986807309859538 0.00012722689893484063
leaf_count=29559 1858 50676 62515 26822 3437 6186 1420 1762 8012 1536 26544 905 14436 5202 203 12141 6780 467 8196 51 65 16080 6616 34533 76 1280 16923 624 247 16779
internal_value=0 -0.0237603 -0.0353764 -0.0515738 0.00903938 0.0943053 0.0197551 -0.0118522 0.084153 0.213964 -0.0409644 -0.0698148 -0.0313675 0.0940904 -0.11228 -0.182439 -0.192057 -0.229352 -0.0569851 0.258304 -0.0917995 -0.09634 -0.0129467 -0.0583439 0.23416 0.0199954 0.0416131 0.0952521 -0.213905 0.116728
internal_count=361931 332372 259292 196777 73080 12630 7657 60450 9774 4973 169955 91019 45351 6574 45668 19124 18921 1372 38777 1471 30581 30516 78936 36467 1934 42469 35853 18930 1527 17403
shrinkage=0.000980392


Tree=3129
num_leaves=31
num_cat=0
split_feature=785 519 588 713 869 921 783 934 791 861 1367 867 575 911 354 760 635 924 288 772 697 82 1089 858 766 214 606 834 1319 692
split_gain=15.5773 15.6491 29.5078 25.3532 27.0619 28.2427 43.9878 26.7922 25.3443 31.9074 33.4839 24.9637 24.9338 24.7833 24.2128 24.1479 23.7119 22.9406 22.6906 25.4334 26.2536 22.7421 22.1269 22.0902 22.2601 22.9785 21.8697 22.4808 25.3563 22.4695
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 -0.72818492217606867 1.0000000180025095e-35 1.0424974069804516 1.0860576550317909 3.3235719592242248 -0.73395965499931781 1.8999064755685127 -0.49007917302955323 0.59283568349182547 0.53167395993329025 3.0473622140978622 0.44837531086292992 1.0825608069246189 -0.45228654518479167 0.37772781070951184 2.1543936751333881 -0.58909029701897253 -1.4426332212323278 -0.25418427671952654
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 7 5 8 -7 -2 11 -10 18 -5 16 -4 -15 26 -3 -6 21 20 -20 -11 -14 -8 25 -25 27 28 -13 -28
right_child=1 2 13 4 17 6 23 -9 9 10 -12 15 22 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.0020054432359868694 0.0039266412671887354 -0.01664443435532429 0.013352980834200005 -0.0050313728180697908 -0.0039076458195669459 0.00028500057710793673 0.014194058635714444 -0.0010610943666435585 -0.0047092353944675723 -0.0032613457421846025 0.014622740119321853 0.019987219992794597 0.0010084619071493606 -0.014450763335938036 0.03891457829362862 -0.021084882262111068 -0.0015829999038695587 0.0045055152314206438 0.0043679692060871328 0.010833437099705714 -0.0070443940749018502 0.05919534106292762 0.013485644141376669 0.019526240558834538 -0.039164718642706153 -0.044205214989476355 -0.0046447996378565703 -0.0026807042711527182 0.0011146674161288037 0.01477331051613545
leaf_count=29559 26102 1645 3624 31644 80985 18861 4522 29802 11130 11784 2506 1243 7789 670 104 1178 5794 5393 10105 4742 4247 85 1892 285 191 91 1149 46045 16747 2017
internal_value=0 -0.0129551 0.041726 -0.0177753 -0.0284904 -0.0123706 0.0582981 0.0255903 -0.0253425 0.0220577 0.0569362 -0.0458831 0.00142226 0.193944 -0.142692 -0.0207738 -0.0920136 -0.0668614 0.0334506 0.0797943 0.02845 -0.0554958 0.0715942 0.233323 -0.162404 0.124226 -0.0159361 -0.0259661 0.0438708 0.161308
internal_count=361931 332372 21518 310854 254950 168572 23950 55904 144622 44599 33469 100023 17120 4398 774 68379 7439 86378 30963 19094 14352 11869 9681 5089 567 376 67201 64035 17990 3166
shrinkage=0.05


Tree=3130
num_leaves=31
num_cat=0
split_feature=1392 1458 363 1467 747 332 257 670 1099 1470 261 1465 1458 114 627 705 661 75 1382 1388 184 225 564 559 898 1034 980 1457 1457 1449
split_gain=15.3606 22.5647 20.9124 21.3679 20.441 24.0133 41.7348 23.379 22.758 22.6518 26.559 25.7086 26.2365 23.9015 21.864 21.6713 24.1981 21.0357 21.1118 27.6275 20.7621 21.4091 21.5643 20.8906 20.638 21.0016 20.327 20.2163 23.3373 22.1162
threshold=-0.56406248815770799 2.6054386111478895 -0.64963454277483101 4.0242090356330973 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2185539428497101 1.8414755001195664 -0.30201883572949845 1.3197782039773462 -0.40523020188868136 1.2590019921477786 1.0000000180025095e-35 3.5897273773177392 0.9500464794385356 1.0000000180025095e-35 -1.8468977247625054 1.3128218377991236 -0.3957198859576388 1.384368771371848 -0.81900761863824589 -0.4811775615237513 -1.0297741157128562 1.0027154386233408 0.40691782489701545 0.82970674881229389 0.60447772185594661 0.041329821661130785 0.60588132381810589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 20 6 7 9 27 10 -6 24 13 -13 17 -7 -17 -11 -19 -20 -2 23 -23 -22 -12 -26 -3 28 29 -8
right_child=1 26 3 -5 5 15 8 -9 -10 14 11 12 -14 -15 -16 16 -18 18 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011224499461962194 -0.00090537773974551741 0.010338190882797461 -0.0027087777456840825 0.015116006868579172 -0.0024162737322511313 0.00092558037701887235 0.0011947461884567693 -0.017947515892177992 -0.01209253017159337 0.16217075940670911 -0.013240262524553445 0.017501792478325666 -0.02937830831998485 0.055407890422006667 0.061231548934164617 0.0022923425386914549 0.010133819717854424 -0.0085205476539071869 -0.02775706790817728 0.014739878436645119 -0.030798707265949049 -0.0026342435217525891 -0.016045930060242752 0.015787420121877664 0.068323318857750615 -0.04766694548688441 -0.0071820430044493792 0.0091685437641588 -0.0059136358079651423 0.01112781864752483
leaf_count=32296 84735 4023 89702 797 11485 52931 18113 2909 1952 23 783 1057 137 249 73 12124 6735 17285 321 1360 197 4353 4421 1025 89 33 869 4127 4655 3072
internal_value=0 0.00262423 -0.0305385 -0.0500689 -0.00092587 0.0156172 -0.0188083 -0.087375 0.0331787 -0.0703247 0.00629457 0.234666 0.417876 0.515442 -0.132555 0.040769 0.101528 -0.1387 -0.141084 0.134954 -0.0289364 -0.145991 -0.194589 0.171635 -0.106788 0.803326 0.143161 0.0456047 0.0225729 0.0529267
internal_count=361931 239136 122795 90499 234244 139513 67723 35804 31919 32895 13833 2348 1443 1306 19062 71790 18859 18989 18966 1681 94731 9996 8774 1222 905 122 4892 29967 25840 21185
shrinkage=0.05


Tree=3131
num_leaves=31
num_cat=0
split_feature=1430 1160 12 637 1114 600 1386 69 1115 482 691 478 76 762 620 1459 734 16 1176 156 1120 219 488 394 493 817 570 1108 1043 360
split_gain=15.1568 29.2763 17.538 20.8769 22.873 20.4084 21.3484 19.1861 22.6303 26.7436 22.7569 21.907 21.29 19.7125 20.3578 20.6764 20.526 20.209 19.6771 19.5571 19.3639 18.9983 18.6936 21.8082 24.0712 23.7268 22.4682 18.4659 18.4321 18.405
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.16880868750248187 1.8501342574368116 3.3498340555328805 1.0000000180025095e-35 -1.4953120543594869 -0.1319156323470019 1.4579049886845643 -1.1250370744741123 0.5385656269449971 1.0000000180025095e-35 2.4485239121556375 2.267816636509338 -0.28959903995613662 -0.24181274317161397 0.85494804639094091 1.1268350484228615 -1.7546423002402711 -0.3509794273676719 2.7871786771782459 -0.21876264646989135 -1.2778871514443655 2.5146411845251886 0.59692771621263485 1.0000000180025095e-35 1.8745491768350371 -0.97261952093733506 -0.5785941594023718 2.8086002356335746
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 7 28 -2 21 8 10 -10 18 20 -13 14 27 16 17 -16 -4 -17 -12 -7 23 25 -25 26 -8 -9 -5 -20
right_child=2 -3 3 4 -6 6 22 13 9 -11 11 12 -14 -15 15 19 -18 -19 29 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033369034958999795 0.00023433815972526313 4.4544652063802908e-05 -0.022585487902269025 -0.021736759068106667 0.088723436253171639 0.019266175177754096 -0.0067669587225483736 -0.0038032853396416651 0.018220563318330527 -0.01549156769138656 -0.0018729168488037442 -0.017228753446365746 0.037774059995895955 0.018291358781223701 -0.0028528275986591111 0.0083031138500141276 0.006173609937961645 -0.01765443976062378 0.0024734697379989574 -0.00037732942367726437 0.061278460816821402 -0.018964556192968413 -0.0048285417710966679 -0.00024256068098341718 0.099252948049006667 0.024118877111153701 0.050874559986573697 0.006460895861145316 -0.0032142749033964853 0.063559331805574812
leaf_count=77813 79331 86293 496 1000 23 906 1898 2314 341 2142 6302 2385 88 940 8700 5834 2492 1391 24052 6496 58 258 27647 77 67 646 109 18731 3049 52
internal_value=0 -0.0254438 0.005489 0.0285375 -0.130035 -0.0142828 -0.0662189 0.0359464 -0.00353686 -0.213321 0.0115824 -0.0918233 -0.294108 0.0645696 0.0579211 0.0147207 -0.0498518 -0.0968885 0.0446503 0.0773276 -0.024665 0.243047 -0.0786747 0.117401 1.03714 0.064185 -0.070518 0.106859 -0.145177 0.0525118
internal_count=361931 164106 197825 86886 4072 110939 31608 82814 35916 2483 33433 8833 2473 46898 45958 24913 12583 10091 24600 12330 6360 1164 30444 2797 144 2653 2007 21045 4049 24104
shrinkage=0.05


Tree=3132
num_leaves=31
num_cat=0
split_feature=890 407 795 660 208 705 728 645 920 706 633 589 2 971 225 1453 738 1381 696 1298 1223 833 296 630 1428 1021 1451 484 641 702
split_gain=24.5967 32.3255 28.6254 29.9211 25.9783 24.671 23.1811 23.5545 24.4616 22.5607 21.0343 51.6705 22.4514 20.716 23.7622 23.44 21.5306 21.6937 22.051 21.2827 27.9054 22.7689 20.2175 20.8164 20.1587 22.326 20.092 20.0653 21.3495 20.411
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 -0.72421686037558375 0.21186325640137252 1.3312226153848179 -0.49008176997875957 0.66777575187080795 -0.83967173534858641 1.6587694671337185 2.3599571370725863 1.4824100882457953 -0.53608542905294554 -0.33987089599926784 -0.59056569541295367 1.2904438997469929 1.0000000180025095e-35 1.4957253429421413 1.1538550379591352 1.0000000180025095e-35 1.0000000180025095e-35 -0.080220610403502937 -1.2890119138274743 1.5622455038659673 1.8149162610659533 1.0000000180025095e-35 0.75140231727557782 -0.36962221474058471 4.2078890460564109 0.82247273120287534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 26 3 6 5 9 7 -3 -9 -5 24 -12 -13 14 15 22 19 18 -18 20 -15 -21 23 -1 27 -26 -2 -4 29 -29
right_child=1 2 10 4 -6 -7 -8 8 -10 -11 11 12 -14 16 -16 -17 17 -19 -20 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00042593582875624712 -0.00010305799842948808 -0.0001721753880009465 1.1586278359579646e-05 2.9134770081968239e-06 -6.5405607494935285e-05 0.00017319609713569096 0.00011322098578383641 -0.00077420532086590961 0.00020331939862634865 0.00019525768331175327 2.4904257617359624e-06 0.00096489072800227396 0.0003167365627923266 -0.00028203422290856332 -0.00012087546074709272 0.00022944435573354918 -0.00021149598445757285 0.00023809524991184557 0.00011505323047685086 2.7427416291929415e-05 1.2907378341319972e-05 0.00023105226603037667 -6.3897155966197221e-05 -0.00079435542352147631 -3.0846444286778973e-05 -0.00029599156908089304 5.3629304399879622e-05 -2.3577379893502691e-05 0.00090285150786307373 -0.00011377807114887835
leaf_count=757 31623 2812 48708 48717 19773 5100 24552 123 1522 3307 5005 271 777 5525 37858 1701 7722 1141 1633 11823 7342 4231 16628 116 3685 3222 5215 43453 112 17477
internal_value=0 -0.00606316 0.00266318 0.0294757 0.00569719 0.0292951 0.0884647 -0.0515231 0.139908 0.0146946 -0.020573 0.104744 0.502741 -0.0527751 -0.0840357 -0.013534 -0.00684929 -0.111827 -0.153599 0.0282463 -0.0609581 0.0827205 -0.044367 0.311446 -0.027392 -0.151662 -0.0779607 -0.0204432 -0.0485759 -0.0504406
internal_count=361931 265454 228616 105906 76897 57124 29009 4457 1645 52024 122710 6053 1048 96477 57060 19202 39417 10496 9355 28921 12867 16054 17501 873 116657 6907 36838 109750 61042 60930
shrinkage=0.000980392


Tree=3133
num_leaves=31
num_cat=0
split_feature=785 519 727 382 181 789 1148 932 726 816 507 657 1243 797 854 1256 1029 645 777 588 341 858 357 291 706 355 759 583 1459 143
split_gain=36.0674 26.3678 35.6616 28.4854 27.3696 25.0036 23.8593 40.4945 27.6137 28.5418 26.8202 30.3992 25.2987 27.5701 76.9692 25.1218 24.7702 26.0989 27.1268 24.0008 22.7907 22.7127 22.4378 23.7976 22.2335 25.3112 21.4222 21.3832 21.318 21.3116
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.9644670326249816 1.0405860362224371 1.0000000180025095e-35 0.98567350059335823 0.65809631222906606 2.2603408215975165 -0.051542284385149947 0.63961785378869596 -0.87473648844905705 0.1808338585191667 -0.65139616851932414 1.0999280683389623 -0.8165053119859399 2.250834115212506 1.3462168560862613 1.0825608069246189 1.7420108019108442 0.69008017654796161 0.85558832110916161 1.4218347872305723 -0.078351318759880731 -0.55326332990463356 6.430703376624991 0.64824691567274251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 24 5 6 -4 8 20 10 12 16 15 13 -10 -15 27 -2 18 -18 28 -8 -5 -20 -24 -3 -26 -17 -12 29 -16
right_child=1 2 3 21 -6 -7 7 -9 9 -11 11 -13 -14 14 19 26 17 -19 22 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=4.8052129014540621e-05 6.195985134586366e-05 -0.00013820578272991576 0.0002621447266940049 5.1227606291545698e-05 -8.4644067490125818e-05 -6.2145689733259936e-05 4.9635014261588108e-05 0.0003629431708257257 -2.0538083293504169e-05 1.219905012482981e-05 0.00024594855277667465 -0.00046402722471900387 -9.7244487215468741e-05 0.0003020371447798885 -0.00018085183269303984 0.00014493914447421958 0.00014855064472634109 0.00012472625987062117 -0.00015434136558825317 0.00014700717148213627 -0.00026918306698653263 -0.00034805586695621098 9.8863652954269757e-06 0.00089736987149927451 1.8925518686818813e-05 0.00065987454531325697 0.00050310218653050866 -6.3693804732387215e-05 0.0014242966279471722 -0.00042655679456186707
leaf_count=29559 13264 6191 5244 5055 65942 1127 8672 1699 84038 32969 1522 388 61823 1472 9554 1533 1879 2798 13856 756 1404 645 615 167 2965 291 1215 2676 32 2580
internal_value=0 -0.0311986 0.0394623 0.110915 -0.037398 0.205657 -0.0272917 0.066679 -0.0328274 -0.044884 0.0200495 0.134728 -0.0589994 -0.0367588 -0.132468 0.16546 -0.00903016 -0.0624839 -0.0997976 -0.200106 0.0143924 0.00594159 -0.134831 0.232371 -0.063336 0.0805166 0.315987 0.0576883 -0.230725 -0.236874
internal_count=361931 332372 21518 12071 310854 6371 244912 11775 233137 193224 39913 7334 160255 98432 14394 6946 32579 19315 16517 12922 10076 5700 14638 782 9447 3256 2748 4198 12166 12134
shrinkage=0.000980392


Tree=3134
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 728 869 660 126 734 1011 921 698 1020 901 545 566 1450 507 1356 783 590 579 760 695 1121 727 858 885 1162
split_gain=35.9888 24.2327 34.7627 27.8961 25.5314 24.1373 35.8997 30.8107 27.5973 26.029 40.3587 27.515 26.7996 26.1637 28.5945 24.9397 24.5762 24.1009 23.7154 23.5716 26.6482 23.2643 25.7047 24.3517 22.7636 22.7401 22.3926 22.3844 22.1545 21.9
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 0.70880289725806289 0.85494804639094091 1.3326183996331451 1.0000000180025095e-35 -0.32450972728885735 2.1590889378513896 -0.10326561228500124 -1.0372938969678034 2.1059719136688364 -0.48019420566728716 0.65809631222906606 1.0000000180025095e-35 -1.0732212767954836 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 -0.33888244088082226 0.80106270623882148 1.0000000180025095e-35 1.0825608069246189 2.9080136987884808 3.334899416639062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 5 -3 4 -4 18 7 15 9 13 12 -12 -11 -9 -15 -7 -8 29 24 20 -17 22 -20 25 -2 -24 -1 -5 -21 -10
right_child=1 2 3 27 -6 6 16 8 17 10 11 -13 -14 14 -16 19 -18 -19 21 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.6567335395939363e-05 -4.9247035293897468e-05 -6.2012518338203199e-05 0.00025976643310054044 4.9924408087381411e-05 -6.7969638025471702e-05 -0.00010655102567744516 -9.8203834491198915e-05 -9.3206342138210492e-05 -6.0656109935326789e-05 -0.00018630651167973831 -3.3918360177238555e-05 0.00043308758490588861 3.2571554418482834e-05 0.0002478145814637598 -0.00018575960665808807 0.00021253241643545112 0.0001020331312902806 6.6147636982284358e-05 6.0024407430498505e-05 0.00013462134952828281 -1.9737781305567272e-05 -0.00016080362639166418 0.00019102248754915364 0.00045217832300515915 5.552944926364748e-05 -0.00063202900638650113 0.00010218490759821334 -0.00034638929202417666 -0.00081261238254874885 -0.0012563112298888508
leaf_count=12551 34595 9447 5244 5055 1127 8021 82198 77751 10318 4503 889 1465 9030 2108 1126 2557 3066 16545 6552 10698 21164 1387 747 1655 14057 190 17008 645 109 123
internal_value=0 -0.0294648 0.0382743 0.108803 0.202583 -0.0354136 -0.0462131 -0.0275901 -0.0470802 -0.0669223 0.0168193 0.269101 -0.0357474 -0.085316 0.108276 0.0239169 -0.0903986 0.0153844 0.00501711 0.0462401 0.0060638 0.0960344 0.134961 0.309354 -0.017342 0.0394207 0.0506319 0.00496469 0.127597 -0.0708166
internal_count=361931 332372 21518 12071 6371 310854 251671 166407 123858 96872 15887 2354 13533 80985 3234 42549 85264 26986 59183 34528 23721 10531 9144 2592 48652 937 29559 5700 10807 10441
shrinkage=0.000980392


Tree=3135
num_leaves=31
num_cat=0
split_feature=871 56 1145 651 1065 324 597 1470 905 346 299 974 1339 561 278 1248 852 370 341 560 816 89 1393 1039 227 1247 1047 835 1381 1061
split_gain=15.3867 17.7422 24.3502 24.2258 29.0536 22.6669 22.0254 22.4391 20.93 20.1208 19.4557 18.474 18.9539 18.908 24.3403 20.0675 18.4144 20.6907 20.0929 19.0085 23.3937 18.9763 18.8367 29.1405 21.3093 18.5474 18.3888 22.8248 18.3694 19.8916
threshold=1.0000000180025095e-35 0.58160213896575708 1.0000000180025095e-35 0.58396494997324677 1.0518754624258557 3.5900596664414404 3.1596628491584919 -0.18769431288052177 1.6941275270489176 0.15096888093124367 -0.8536925667423596 -0.94660405108123391 1.4001606871930379 -0.91508921876661442 -1.3631059376920363 -1.5969401149902545 1.0000000180025095e-35 0.93730803252488537 -0.6888464262984979 -0.11198417279854882 2.2619250002047715 -0.39143624006756422 1.0000664701127471 0.84986906039039833 -0.9200524537769984 -0.65276734775314305 -1.4095949507380536 -0.56164012070619707 -0.87926837014782311 -0.38155117396371013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 8 6 9 -8 16 11 -9 12 -4 14 -13 -16 22 19 21 -18 -21 -19 24 -24 -5 -26 27 -27 -11 -30
right_child=-2 3 5 4 -6 -7 7 10 -10 28 -12 13 -14 -15 15 -17 17 18 -20 20 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00026444576191568574 -0.0021300535192006458 0.0026567350558046182 -0.0056206575743563952 0.018936076682113352 -0.011947950290258157 -0.030677589437012362 0.032428135241588989 -0.032671711710955835 -0.015219336539123546 0.0030599141386097374 0.017531144764785681 -0.017838003204645729 -0.036231796460004372 -0.0014365808251905884 0.068781265743371969 0.0062046988232061229 0.00013472551298616511 -0.020606834079892042 -0.031722173223006085 0.018707795138877239 -0.019157039728312741 0.024120619566851853 -0.022167278649433426 0.022984979032298309 -0.013764383145373184 -0.046632030522197471 0.00057536753368985795 0.10797642038737523 -0.0029249937630199344 -0.010782851003032329
leaf_count=146561 71831 49073 8185 646 2810 552 383 173 996 3323 210 730 435 36336 62 6731 1481 186 313 2054 184 221 1037 201 1355 20 4343 32 9606 11861
internal_value=0 -0.00089903 -0.0114848 0.0296396 -0.0433469 -0.0471042 -0.0440374 0.31275 -0.000173907 -0.0487942 -0.0785909 -0.0232475 -0.139848 -0.00573707 0.0987883 0.136454 0.0242386 0.12977 -0.199961 0.191773 0.309788 0.0887403 -0.0426451 -0.29151 0.00475487 -0.0377256 0.0270909 1.27402 -0.110293 -0.138791
internal_count=361931 290100 225148 64952 15879 78587 78035 766 13069 77269 383 52479 8620 43859 7523 6793 12073 4439 720 3719 2238 407 7634 1238 6396 5750 4395 52 24790 21467
shrinkage=0.05


Tree=3136
num_leaves=31
num_cat=0
split_feature=785 519 727 858 933 588 181 147 639 1109 1209 706 649 294 1253 728 554 0 1047 906 872 671 21 1243 1029 809 1121 392 904 1233
split_gain=31.3603 25.8051 34.4409 28.6265 29.0303 32.8887 26.3625 23.2013 28.196 24.0764 23.7999 21.7751 24.1168 21.7307 21.5336 20.4722 26.9912 25.8088 22.946 21.4481 20.5164 19.9367 19.9632 21.6913 23.4752 23.2254 21.6041 20.1413 22.1846 20.3128
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0825608069246189 0.68806224955729689 0.71188872395471614 1.0000000180025095e-35 -0.044493704381537387 0.24328896595660957 -0.26553050707364761 -0.83247849222909354 1.0455881621042182 1.0000000180025095e-35 0.92159612535094959 -1.9213989604981019 -0.49008176997875957 0.24619737280050416 2.6232277757564257 0.45239737455464418 1.9114774280003843 4.1871115912412558 5.6047752163038629 -1.6471741456694959 0.1517318052922412 -0.65139616851932414 1.0000000180025095e-35 1.3966683649140832 1.0000000180025095e-35 -1.1482886329496009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 11 4 5 -4 7 14 9 -9 -11 -3 -13 -8 -2 16 17 -16 -18 20 21 22 -17 24 25 26 -24 -26 -29 -30
right_child=1 2 3 -5 -6 -7 13 8 -10 10 -12 12 -14 -15 15 19 18 -19 -20 -21 -22 -23 23 -25 27 -27 -28 28 29 -31
leaf_value=4.4113787866736257e-05 -0.00023437076003612233 -0.00012438968971552615 0.00013218887268585166 -0.00016447149970125682 -6.2542267857367117e-05 0.00043973310784463918 -6.3811454167462538e-05 -7.6136809690581148e-05 -0.00012213333633186101 -0.00013379351466171849 2.3922402032992945e-05 -0.00013234099690235314 0.00027689445029824484 -0.00020173408490141808 -1.6094241931783582e-05 0.00025865140564776786 7.6877814101690103e-05 0.0005437163846425953 0.00031242757618305873 -0.00016281283023212532 0.00044749698443988483 -0.0010742123338407102 -7.770499840229736e-05 -7.1924113953455556e-05 -1.7204601447997183e-05 1.5988836067175656e-05 -0.00038341148162073554 0.00029323935959690172 8.1223663403291832e-05 -0.00015197858949161707
leaf_count=29559 2540 6791 6718 1359 2122 1872 55516 36585 26862 6211 36849 1181 1475 10426 16419 1384 6866 355 2213 5853 433 91 16913 28068 17689 15689 1631 2050 17942 2269
internal_value=0 -0.0297491 0.0401211 0.110256 0.146152 0.200581 -0.0358835 -0.0259679 -0.0527587 -0.0320553 0.00381042 -0.0609352 0.104935 -0.0839208 -0.00709094 -0.00364172 0.0502679 -0.00320188 0.140964 -0.0179616 -0.0110503 -0.0132425 -0.0123182 -0.0159494 0.00327721 -0.0414037 -0.102966 0.0389683 0.0825158 0.0603556
internal_count=361931 332372 21518 12071 10712 8590 310854 244912 106507 79645 43060 9447 2656 65942 138405 135865 25853 16774 9079 110012 104159 103726 103635 102251 74183 34233 18544 39950 22261 20211
shrinkage=0.000980392


Tree=3137
num_leaves=31
num_cat=0
split_feature=785 332 395 540 1450 789 1450 1079 920 203 841 567 772 471 1449 1430 1464 296 702 560 976 980 503 419 65 712 279 557 1390 496
split_gain=30.16 23.446 50.5536 31.821 31.7607 27.8341 25.497 25.3186 37.6837 25.0044 24.5039 24.5959 23.4905 23.5329 23.1224 22.6984 22.4373 25.0941 21.4619 21.3505 21.9001 20.7495 29.9569 25.6519 20.7155 20.1533 19.8465 19.7772 24.9225 20.1835
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 -0.35262914890079794 1.1248358748350926 2.2492318380171201 1.9634214862007473 -0.83967173534858641 1.0605395091208547 1.0273092496903724 1.7811711699895054 1.2638876940090984 1.0000000180025095e-35 0.74561756370782817 5.1453031881338012 0.2291445000830519 0.35356184288717835 -0.48107633775118469 -0.19050337961739619 -1.2591201791253208 2.4341786816690916 1.6368563528912741 1.056228335733435 0.77605621623814935 -0.63779424894106762 0.56491851137304827 0.093572519193774462 -0.95754947900947329 0.74766125572645648
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 9 5 16 7 -6 10 -9 14 11 -3 13 -10 15 -2 17 -5 -13 21 -21 -7 23 26 -12 -1 -23 28 -11 -29
right_child=1 3 -4 4 6 19 -8 8 12 27 24 18 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00012297932594421531 -0.00010873608565263787 -7.1135766290133736e-06 -1.2213885881572444e-05 -0.00013453905083856825 0.00015332851934340318 -2.8736869615022947e-05 -0.00021565124422278804 0.00061111712529333809 -0.0001197830409590277 6.2437223369858578e-05 -4.8532343375104997e-05 -5.3069930000295134e-05 0.00051254917651466199 0.00017616681711278854 4.0992765540967447e-05 0.0012461614919545992 0.00012320635373439234 0.00013188560743572492 0.00028154043283158204 0.00022262353859271429 -0.00015955898255240496 0.00021776552604966986 0.0016538689101524926 0.0015132416860401414 -0.00022976418514504462 6.7883048683965768e-05 -0.0011816972734310564 -0.0001618318931198816 -0.00037226404973140587 0.00029039008993319979
leaf_count=3225 44992 99892 82513 6233 11545 10143 778 631 2488 1696 13095 1404 442 2195 7886 42 3222 1876 2300 784 14605 232 59 49 4569 26334 68 6725 10802 1106
internal_value=0 -0.0227736 -0.0467508 -0.00644519 0.0618516 -0.0195235 0.132414 -0.00608288 0.131104 -0.107515 -0.0134532 -0.000117218 0.0711397 0.0254401 -0.0817518 -0.108099 -0.0167613 -0.0749266 0.169877 -0.0887845 -0.142538 -0.0070465 0.47636 0.184836 -0.0907735 0.0506805 -0.0911478 -0.218406 -0.310696 -0.0885339
internal_count=361931 332372 155762 176610 23654 152956 12323 127016 5756 73249 121260 103596 5125 4683 52920 45034 11331 8109 3704 25940 15389 10551 408 349 17664 29559 300 20329 12498 7831
shrinkage=0.000980392


Tree=3138
num_leaves=31
num_cat=0
split_feature=470 395 816 799 1221 1470 56 841 1012 1323 635 785 1229 1383 1212 1051 3 1469 337 62 21 707 672 353 927 425 900 488 580 1392
split_gain=34.632 49.0849 29.7113 28.4033 27.4779 30.8918 27.1574 25.3328 24.4407 24.3946 23.9397 23.5876 23.0448 21.6522 22.6895 21.493 23.8849 21.0579 28.3956 31.9284 27.363 23.5831 22.7368 28.2835 26.4861 23.2874 23.2085 24.4514 22.358 23.4597
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.58454210970522613 1.0000000180025095e-35 0.39181275121601528 1.0000000180025095e-35 1.1672291848996961 1.0000000180025095e-35 -1.0065908867703655 -1.1568354703102179 -0.86283290253235112 0.68842730247739281 2.3168963819172634 -0.72824034023836837 -0.2662353262513768 -0.72260290690967766 -1.1847055095685743 1.0000000180025095e-35 -0.67845511463764618 0.43301101584543472 -1.2229960376747477 1.0000000180025095e-35 0.12754213520172089 1.0483613175537825 1.1495908184329211 -0.086120506658492302 0.39469709280337278 -0.70894225819840462 -0.61717490932455366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 8 9 13 12 -2 -4 15 -8 -3 -1 14 -6 16 -5 20 22 -20 -11 -22 23 25 26 -19 -25 -28 -24 -30
right_child=2 11 3 4 5 -7 10 -9 -10 17 -12 -13 -14 -15 -16 -17 -18 18 19 -21 21 -23 28 24 -26 -27 27 -29 29 -31
leaf_value=-0.00015690246142684776 -2.196676922932775e-05 0.00010033279309682315 0.00015267645790361314 -0.0003353939729198628 0.00010031481350545823 -0.00017654827627917841 -0.00033992100166961635 -0.00013780087040097733 -3.1573534153259707e-05 0.0002506723408563185 -7.4468068613077889e-07 -2.9133970394682961e-05 2.3269442331434125e-10 0.00055551040664884714 -7.3028843002797755e-05 -0.00026592528211999926 0.00013956183882470033 -1.7036970253428603e-05 -0.00020519230042343776 7.548062240519526e-06 0.00056271301177143935 -0.00013295118126271856 -2.9708114466106753e-05 1.7401488282614806e-05 -0.00010900314552826445 -0.00030102273658009056 0.00030444258431944335 2.7707570081058692e-05 -2.874347299068756e-05 0.00023965238965419674
leaf_count=55055 77176 6782 11690 864 4754 7303 2296 11148 4623 3626 17081 82761 6604 279 11160 2812 2071 11537 5102 10501 199 1565 3027 4161 2154 1376 3808 1850 2016 6550
internal_value=0 -0.0513751 -0.00503144 0.0186054 0.00356394 -0.060559 -0.105178 -0.0373183 0.102618 0.0260422 -0.0253419 -0.018231 -0.137597 -0.00832457 -0.0192616 -0.122049 0.0176678 0.0377121 0.0241521 -0.0539392 0.156398 -0.0490189 0.0551175 0.0209739 0.0912234 -0.0475508 0.136327 0.218823 0.134313 0.187931
internal_count=361931 170579 191352 103028 86715 23496 81036 88324 16313 63219 19377 89543 61659 16193 15914 5747 2935 57472 52082 15603 5390 1764 36479 24886 11973 12913 9819 5658 11593 8566
shrinkage=0.000980392


Tree=3139
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 727 730 783 514 934 603 660 712 1362 639 1002 209 8 345 907 570 1421 82 350 422 1396 11 50 636
split_gain=38.2865 26.3886 24.6518 62.8602 23.8353 26.6228 23.2923 21.6169 31.7325 28.9009 28.5025 22.7474 23.9734 20.6678 20.501 20.3319 20.3277 23.3366 19.7635 19.3803 19.4464 19.1893 21.1057 20.758 21.497 25.6015 24.3707 21.1411 19.0797 19.2559
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 -0.63779424894106762 1.0087403405179345 0.11942102837874842 0.69854289147193727 0.23696906566319156 -1.298475463871557 0.46293354690950167 0.49932493644430648 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 1.4829784501753427 2.4129057422810987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 4 3 -3 14 7 -7 8 9 -6 11 12 -9 -1 -2 19 -8 -18 -14 20 -12 22 23 24 25 -4 -26 -27 29 -23
right_child=1 2 21 -5 5 6 16 10 -10 -11 15 -13 18 -15 -16 -17 17 -19 -20 -21 -22 28 -24 -25 26 27 -28 -29 -30 -31
leaf_value=-0.00012054981016157567 -1.7266166282938428e-05 -6.9308789533132823e-05 -0.00013657233044734405 0.00044682603570455248 3.4769036119892191e-05 -0.00011797253130606565 0.00024264905121942445 0.0001642907936674558 -7.9391454581818517e-05 0.00042154730551701206 -0.00016737492803758317 9.2101495907643308e-07 -0.00043742552670851878 7.2675508957686425e-05 -8.7887383950181972e-05 -0.00032065091062236556 -0.00041537959962787964 0.00022769332518571823 0.00060857162940617217 0.00034504734892782833 0.00036434772067070931 -0.00012170448474548312 -0.00024494436760006641 -0.00017698451555889184 0.00011973352733352936 -0.00040967575353082278 -0.00014664321764571974 0.00028161403148683448 3.1716379460448116e-05 0.00031688784029121282
leaf_count=3225 161270 4821 8640 1384 6880 1294 5339 2134 17685 1041 1651 1982 101 26334 29021 1064 480 482 996 644 373 56011 2973 3798 12404 341 2576 1505 4905 577
internal_value=0 -0.0273217 -0.0636691 0.0796031 -0.0152301 0.0313543 0.14423 0.00464532 -0.0285407 0.0870301 0.0958634 0.19704 0.299595 0.0553631 -0.0265866 -0.052022 0.196334 -0.0850838 0.544102 0.0435053 -0.0658914 -0.075149 -0.0252543 -0.00629028 0.0197818 -0.0727696 0.0782177 0.17736 -0.102865 -0.118683
internal_count=361931 332372 99935 6205 232437 42146 7595 34551 25606 7921 8945 5213 3231 29559 190291 3732 6301 962 1097 2668 2024 93730 32237 29264 25466 10486 14980 1846 61493 56588
shrinkage=0.000980392


Tree=3140
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 830 727 710 691 1002 209 494 1376 290 1242 639 1312 6 1106 1043 147 915 361 1 625 491 1452 61 1470
split_gain=30.9253 23.0916 22.7595 57.6968 22.5563 22.861 21.5956 21.1961 20.3098 24.9967 20.0784 22.598 21.7003 19.9303 22.4048 21.9686 19.9626 19.3281 24.3559 25.3398 20.3935 19.8793 19.3137 20.8778 19.9378 23.9744 19.8485 19.4401 21.4288 20.2689
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.8227892136636004 1.0000000180025095e-35 0.76029184741838574 -0.3266635670241857 0.69854289147193727 0.23696906566319156 0.9338414958155935 0.18805867694879752 2.1089670232183031 3.5578112322456241 -0.4698900685825908 0.46670498673573363 1.3606645091380436 2.7455591920681357 -0.99599229226485009 1.443166454456603 -0.11372201006058917 -0.4729292306919966 -0.45892939755694456 -0.41345953985924611 1.4016225774636417 0.039474337618497217 1.0000000180025095e-35 1.1605466117522381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 13 -6 8 -1 10 -10 12 -12 -7 14 17 22 -17 18 19 -2 21 -21 27 -24 25 26 -25 -15 29 -29
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 11 -13 -14 15 -16 16 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-1.555781287238292e-05 3.3874404926172425e-06 -6.3935567955922029e-05 -6.8224366359349964e-05 0.00043055392418883605 7.309482224688487e-06 0.00026145367926331024 0.00045270880463037542 0.0001001744027367644 -0.00045077356929041907 0.00016170658228758616 -0.00047430283538022616 0.00018350373623953148 -0.0001327810849184688 -6.957697481185652e-05 0.00011319228034485227 0.0010859194437337753 -2.9928755790801039e-05 -7.6467742279695864e-05 -0.00011133484891507077 -0.00058377836217552261 0.00047761466243783892 0.0016250553454019211 -2.0799613054269342e-05 -0.00018138375234313288 -0.00011644009051122733 -0.00045134672956804355 0.00061590519417116822 7.7811771469970959e-05 -9.1997065622678143e-05 0.00049275704380942107
leaf_count=12551 87981 4821 93730 1384 34551 3890 894 17008 642 573 445 435 716 25143 5739 150 193 22267 9142 183 809 24 9014 1396 12345 2946 174 7597 4537 651
internal_value=0 -0.0244521 -0.058527 0.0792683 -0.0131411 0.0322123 0.13695 0.0499261 0.097505 -0.158738 0.150238 -0.139277 0.205875 -0.0241978 -0.00929042 -0.0611659 0.534032 -0.0162593 -0.00343314 0.00750998 0.347459 -0.326206 -0.0647175 -0.11926 -0.172671 -0.31599 -0.080587 -0.0304413 0.0451692 0.114803
internal_count=361931 332372 99935 6205 232437 42146 7595 29559 6701 1215 5486 880 4606 190291 126145 64146 343 120406 98139 88997 1016 207 63803 25875 16861 4516 1570 37928 12785 8248
shrinkage=0.000980392


Tree=3141
num_leaves=31
num_cat=0
split_feature=785 21 683 134 1015 1147 843 915 1250 183 762 358 637 1256 369 830 41 803 1149 1468 1450 1467 1458 1459 1451 1458 1451 1464 1464 1453
split_gain=16.3181 16.2336 25.8874 23.0916 22.9777 20.2842 20.2325 19.603 20.6589 19.7564 19.8716 20.5283 18.7989 22.9298 18.7662 27.6576 22.9737 22.1231 22.4431 21.6959 21.725 36.6361 36.2159 34.7043 43.1747 78.6611 44.84 36.9498 60.5937 39.1958
threshold=-0.86283290253235112 -0.70163543588998201 -1.3831318875547542 1.35321484427453 1.2191568012335126 4.2637461396870409 2.539957888746601 -0.4125980357433478 -1.8983153725016144 1.2443391215191413 -0.23784474750039716 0.69091776578466624 3.2355076131992617 -0.23394384919956146 -1.0816224380724622 0.85069160734071569 1.0228219084656607 1.9682860324222273 3.070608018023568 2.4634311514058238 -0.35262914890079794 0.37373038027810929 0.024841443727429375 -0.13718307876099847 -0.10843678457706492 0.15681264966731423 1.3287662675440461 -0.39598274184098597 -0.31497481326640125 0.21713746504890322
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 12 5 -5 6 14 8 -2 -9 11 -11 -3 -14 15 16 -4 18 19 20 21 22 -16 27 -25 26 -26 29 -29 -24
right_child=1 2 3 4 -6 -7 -8 9 -10 10 -12 -13 13 -15 17 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0020440417652444636 -0.013440344744845173 -0.0044275829801550736 0.0024513599353158592 -0.0028349584218854574 -0.014725562598085518 -0.024330380695702453 0.012678021952323735 -0.0018745590461769429 0.003032181743302176 -0.014425845115043882 0.012506156476290057 0.016945781272608904 -0.027114723563618649 0.081975233297554184 -0.0056897239314463478 0.013676013645049759 -0.019686045496713524 0.0045079416643889897 0.009303945734058891 -0.0089487114870495654 0.00038873110958857255 0.0026461516187426689 0.02226582885626148 -0.012229646541919567 0.076643997098018599 -0.0017094204454583658 -0.0086003095894231513 -0.057112371034102064 0.0028297314318464616 -0.010217858118365619
leaf_count=29559 1332 40299 10162 27354 3367 780 1370 44922 40734 1069 2560 391 71 83 38491 2740 780 8705 2189 4312 72974 13896 2189 4151 221 2263 102 280 3978 607
internal_value=0 -0.0134109 -0.0229863 -0.0136185 -0.079684 -0.00457287 -0.00333472 0.0151415 0.0518866 -0.0206346 0.134488 -0.0975632 -0.0851361 0.859858 -0.00565799 0.0756024 0.0222717 -0.012532 -0.019487 -0.0232504 -0.01836 -0.048455 -0.076604 0.0203091 -0.0966517 0.123114 1.05907 0.126789 -0.00496037 0.319058
internal_count=361931 332372 241364 200911 30721 170190 169410 91008 42066 48942 4020 1460 40453 154 168040 13682 10942 154358 145653 143464 139152 66178 52282 13791 6737 2586 323 7054 4258 2796
shrinkage=0.05


Tree=3142
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 727 771 557 961 1246 831 1452 1465 1038 568 215 784 1459 982 449 1331 356 1351 417 493 1464 558 1177 1470 912
split_gain=35.3733 30.2823 24.8105 22.7826 54.5671 22.7746 22.3846 20.0387 24.1025 22.5182 22.3379 22.2445 30.9922 21.8566 20.7978 21.8914 19.6459 23.3151 19.9548 20.9393 19.3418 18.6684 18.6106 18.4721 18.1792 18.1005 19.2157 18.0611 19.8222 19.9152
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.4820751525130569 -0.35952260062872804 2.7378363749037904 -0.064456036560907717 2.2565722203209058 -0.50237269228684578 -0.37037607656077315 -0.48505498484516041 -1.1207778467614837 1.3884927996070575 0.9594655836162902 0.73871680408646412 0.81624565689761952 2.1812368979684229 2.9070770062661153 -0.88459116152366701 0.50562681004378673 2.924606770914282 -1.5259867751178471 0.98643841804850318 0.64634418570319563 -0.57012963605026268 -1.3664195657027294 1.3770363844719014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 -3 -1 7 9 14 23 11 12 25 -13 15 -9 17 -16 20 24 27 -6 -8 -2 -20 -11 -27 -18 -29 -30
right_child=1 3 -4 -5 21 -7 22 8 -10 10 -12 13 -14 -15 16 -17 18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-1.8546953238263607e-05 -7.6820513932108255e-06 -7.0385042577170235e-05 -7.753299912811793e-05 -7.8578015380094664e-05 -0.00023104490297170605 0.00010124125435142439 -0.00012343679415364594 9.4335380004290063e-05 -0.00013268159900124915 9.688613960849464e-05 0.0002649942090859719 -3.1388780652967228e-05 -0.00012636765911035631 -0.00019806255930422147 -1.8392426450251982e-05 0.00048917236590339023 0.00020878539405646922 7.6112280122171843e-05 0.0017902021011462488 0.0005924954941715243 -0.00041932417190163068 0.00049725286536125889 -0.00068967764813259065 0.00054941926785113872 -0.00012371856337003057 0.00030178231588651676 0.0015560028573331996 -0.00093858881484712409 4.0816033600258694e-05 0.0003574179540532959
leaf_count=12551 46161 4821 35150 93730 198 17008 4346 4815 6575 4063 780 7068 5350 12347 70946 690 5224 13525 24 187 331 1186 357 268 3320 198 65 82 9671 894
internal_value=0 -0.0302271 -0.0172794 -0.069124 0.0684794 0.049199 -0.00838072 -0.00473842 0.0129701 -0.0341046 -0.086204 -0.0980796 -0.00522308 -0.144995 0.019731 0.15354 0.0129703 -0.00203401 0.0728009 -0.0732442 0.103941 0.417692 -0.164229 -0.00428752 -0.113318 0.140991 0.687547 0.114 0.0625819 0.0709021
internal_count=361931 332372 232437 99935 6205 29559 197287 192584 116284 76300 29871 29091 9676 19415 109709 5505 104204 84471 19733 3531 16202 1384 4703 46429 3344 4326 263 15871 10647 10565
shrinkage=0.000980392


Tree=3143
num_leaves=31
num_cat=0
split_feature=1371 959 497 407 206 1029 1036 135 317 774 365 84 1456 1084 1071 1395 1452 1456 7 1042 424 294 1184 1235 1454 1463 1462 1466 1454 124
split_gain=15.7314 17.3788 20.33 19.8604 24.4059 22.6319 24.1725 25.7013 22.4876 20.3953 19.9387 19.4722 23.3448 22.6959 21.0253 24.224 20.2421 20.1217 25.4382 19.4334 19.4105 20.0412 19.2099 19.1754 21.8188 39.8748 32.1921 25.0548 42.4247 22.249
threshold=1.0000000180025095e-35 -1.2907225086880219 2.4192885550665473 -1.2965003005540392 -1.1445139169669256 1.0000000180025095e-35 -0.51611396110212515 -0.38422381907464448 1.0000000180025095e-35 2.2184682994175051 0.10362669518003924 -0.029166685212785984 0.37396721338577926 1.0000000180025095e-35 2.2154073666107625 0.82814519349740279 0.50143181815562798 0.28881197010601911 -0.81903504326601695 -0.29756729047603947 2.2340825078064737 -0.074371886678451501 -0.98507275136478578 -1.24934742919911 -0.91909735138557946 -0.37812388882570003 1.1880714473397529 -0.018028881616481741 -0.95790485680940063 2.0390078795600584
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -3 23 7 -7 19 10 22 12 13 -1 20 -16 -14 -15 -19 -6 21 -13 -10 -5 25 26 27 -25 -29 -27
right_child=-2 2 -4 5 8 6 -8 -9 9 -11 -12 14 16 17 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 29 -28 28 -30 -31
leaf_value=0.0049388430480077593 -0.0026044098649611494 0.0061393131480168457 0.0056173411329870082 -0.0057484956626785077 0.0042932927459844771 3.3708789374454463e-05 0.00047506392338318671 0.0090626501147351261 0.0068088367970814195 0.032336063885058657 -0.014016339033900949 -0.0039549111681047742 -0.010471776907770097 -0.0023042384270504732 0.012924973213669156 -0.036559590793742727 0.0060367294051509894 0.13668851934382906 0.014489445850494654 -0.0048533825205479735 0.013652133534101944 -0.012103481542418998 -0.0073505611270109628 0.021956517889961273 -0.00013415243438156182 -0.0021084482238702333 -0.081126727329903198 -0.02351805688098707 0.056384027364187586 -0.059352512803238999
leaf_count=13943 48317 4538 7526 9454 6347 5947 24232 10406 2067 204 6522 15519 6207 17568 1405 172 1637 29 138 7914 851 8410 7664 2194 149961 2061 51 447 93 107
internal_value=0 -0.00273258 0.00509841 0.00117252 -0.0559138 0.00864146 0.0552288 0.118757 -0.0812562 -0.149478 -0.160207 -0.040863 -0.0048947 0.0245854 -0.0954565 0.164633 -0.137363 -0.0379764 0.897497 -0.0114178 -0.115982 -0.12965 -0.089747 -0.00315243 0.00206485 0.148399 0.316269 0.344828 -0.118881 -0.092287
internal_count=361931 313614 247735 240209 35256 204953 40585 16353 30718 16457 16253 65879 39522 31678 26357 1577 7844 17735 167 14261 24780 23929 9731 164368 154914 4953 2785 2734 540 2168
shrinkage=0.05


Tree=3144
num_leaves=31
num_cat=0
split_feature=50 194 1470 676 54 668 1042 1462 678 635 974 996 357 764 759 876 1469 1457 1053 339 904 565 1119 71 1193 638 1249 486 362 148
split_gain=15.6234 27.8826 17.7589 18.6469 18.4625 23.2928 21.4272 19.0258 22.8573 19.6335 18.3252 23.928 22.0591 20.9679 22.7739 18.5219 22.3195 28.7396 38.2761 19.508 18.9109 21.4154 18.5398 23.3723 21.3631 18.4195 19.4472 18.0566 18.0276 19.3523
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 2.2057843579161749 -0.42445565733332025 6.162002192503798 1.5779724173843153 2.5045951853480841 5.4562307876106422 0.14401108536045593 1.2612349894468322 1.0565563832172893 1.1530197362046419 -1.0700055694897161 -1.3654341791093543 1.0000000180025095e-35 1.171815316512917 0.75347126116278729 0.71305784329713895 -0.63586223425159905 2.5413297075409917 0.25608310068037565 1.8685401535977622 0.77957954113202554 -0.49232983172778849 0.28516756322867504 -1.122651177367004 0.85136579818141556 1.4349197335758286 0.81480187443882224
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 7 8 -6 -9 15 12 13 -12 -15 16 -4 20 19 -19 21 -18 25 24 -24 26 -17 28 -13 -30
right_child=-2 -3 3 -5 5 -7 -8 9 -10 -11 11 27 -14 14 -16 22 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0036101424402968465 0.00024830351492266577 -0.00014817786494816695 -0.013959613201320241 -0.015783823357357635 -0.0023115419124358706 0.064233033848230758 -0.016006449673060332 0.0025675994836113106 0.074448277875676372 0.03850364282305252 -0.051539130909662424 -0.023205146603552919 0.11363072993535935 0.17001300629834221 0.021876098488802086 0.039039663472945657 -0.015741548455104403 -0.029207930889755481 0.31160685131556493 0.1008957014716408 0.10950270031779419 0.017533733532843959 0.07498895820127216 0.095742339956287448 -0.039707927062829079 -0.016727569065101214 -0.00051319172979479629 0.021899556804606011 -0.0052012520333716969 0.10654298400484717
leaf_count=4039 197382 90336 12950 3089 39878 49 3165 700 40 299 122 944 34 21 660 298 1314 49 20 50 35 643 55 50 106 2093 3086 267 112 45
internal_value=0 -0.0264994 -0.0711007 -0.0846076 -0.074983 -0.0433931 -0.04652 -0.0325251 -0.0433371 0.298025 -0.14759 0.100071 0.499281 0.369698 0.537061 -0.177911 -0.232029 0.0604663 1.49098 0.880206 -0.0289597 -0.069265 -0.020496 0.76693 0.0493885 -0.0628245 0.0655923 -0.12511 -0.313531 0.625389
internal_count=361931 164549 74213 70174 67085 44131 44082 40917 39918 999 22954 2205 837 803 681 20749 15061 2111 119 99 1992 1957 5688 211 161 5477 3384 1368 1101 157
shrinkage=0.05


Tree=3145
num_leaves=31
num_cat=0
split_feature=785 728 1431 43 647 590 771 519 712 788 261 1218 1467 666 727 195 221 734 1465 735 714 851 629 909 845 791 832 744 542 623
split_gain=35.2979 26.0342 24.5509 21.9703 23.7007 55.8157 21.6512 20.4275 35.7299 29.3111 25.6665 22.7484 21.7461 21.8648 20.4134 20.4107 19.7544 22.7661 20.1536 24.3306 19.8532 36.3543 28.3061 26.5668 29.2588 24.6888 28.5443 23.334 31.0718 23.1773
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 2.2744972866152193 -0.87782724458594241 0.58895901036483078 1.4820751525130569 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.6212945108504591 2.2575337098986954 1.0000000180025095e-35 1.3909106807663625 1.2256758924896201 3.0820683777490774 -0.054222271019181242 1.0000000180025095e-35 1.0000000180025095e-35 -0.84871412517626565 0.35408339072987249 2.2915798140579686 -0.53745141190069057 1.0000000180025095e-35 1.6012287785154122 1.3025484894158337 1.0000000180025095e-35 -0.27481085202084571
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 6 4 5 -3 7 12 -9 10 11 -10 13 16 -1 -15 17 20 -19 -20 22 29 23 -2 -25 -23 27 28 -27 -22
right_child=1 3 -4 -5 -6 -7 -8 8 9 -11 -12 -13 -14 15 -16 -17 -18 18 19 -21 21 25 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-1.4920130223504515e-05 3.1630131482361125e-05 -6.0536203678078538e-05 -7.8001442162742537e-05 -0.00029073362954345176 -6.985493028229747e-05 0.00042932098580404621 -0.00015930151275597615 -0.00012592503562156438 -0.00022113546974341508 0.00025631057432633556 0.00016263901642569491 0.00015464558756472029 0.00012588754001668559 0.00013184469055822534 9.8466195481459391e-05 -0.00033920729168081389 4.068018850909942e-05 0.00032283566568941418 -0.00072563697088538206 0.00012743410866267865 -7.3333740791516682e-05 -8.5012326080299188e-05 -7.7246072462957196e-05 -4.7413112987522897e-05 0.00056323204223735857 0.00012341435815367338 -0.0002711981033330929 -0.00018652391717385918 -3.4193547509547068e-05 0.00019445340750802863
leaf_count=12551 25125 4660 35150 4157 89769 1349 4703 3133 1976 4194 3130 936 4789 5802 17008 411 19140 1369 197 547 2360 70120 12501 571 828 9832 2541 2638 16337 4107
internal_value=0 -0.0301061 -0.0181115 -0.0661657 -0.0598183 0.0819516 -0.00926614 -0.00568733 0.0715727 0.128401 0.0383952 -0.0994826 -0.0125401 -0.0168936 0.0492224 0.103191 -0.02219 -0.031611 0.183153 -0.10105 -0.0353069 -0.051505 0.00816001 0.0506859 0.331191 -0.0628031 -0.00891028 0.00919795 0.0304108 0.105136
internal_count=361931 332372 232437 99935 95778 6009 197287 192584 13369 10236 6042 2912 179215 174426 29559 6213 168213 149073 2113 744 146960 107935 39025 26524 1399 101468 31348 28807 26169 6467
shrinkage=0.000980392


Tree=3146
num_leaves=31
num_cat=0
split_feature=785 728 43 647 590 784 921 830 712 1022 1016 346 1249 1040 759 834 710 691 678 913 792 85 1002 209 494 841 1189 1233 905 690
split_gain=32.2344 27.5226 24.221 25.8281 61.2973 23.9803 23.8752 23.0891 22.5758 21.8585 24.0175 23.2386 24.9629 29.0204 23.3307 21.0002 20.8543 24.8715 19.9795 19.6283 20.9084 19.802 19.5775 21.5381 21.4724 19.4794 19.7181 22.8901 21.882 21.4676
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2744972866152193 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.63779424894106762 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 0.76029184741838574 -0.3266635670241857 6.0948733974029876 -1.0282579537198486 -0.87246257202899724 -1.3274107148674466 0.69854289147193727 0.23696906566319156 0.9338414958155935 1.4606096942095685 -1.0096337021262032 1.0000000180025095e-35 0.89460744715178053 0.31142713035458963
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 4 -3 9 -7 16 -1 10 11 12 13 15 18 -2 22 -18 -15 21 -21 -12 24 -24 -8 26 -5 -28 29 -29
right_child=1 2 -4 25 -6 6 7 -9 -10 -11 19 -13 -14 14 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0001350306004798858 -0.00034895941354536552 -5.9431668268822577e-05 -0.00030007746074271876 3.8369550110133097e-05 0.00045480574429263769 5.8474135798617022e-06 0.00026074600645596794 0.00046357390809705209 6.6342212108900644e-05 -6.6060380571507399e-06 0.00020331909687601419 -0.00020312836664788483 -0.00022005915028374163 -9.000339378471547e-06 0.00080064432752472055 0.00094200393300335596 -0.00045290492158725124 0.0001574820091865799 0.00081248003277165331 6.118040267514302e-05 -4.4258429676767028e-05 -0.00019944035731099771 -0.00046222095626584136 0.00017987032073642296 -0.00013097069056749471 -0.00020250136254172166 -5.9190842707339993e-05 -0.00038505814866454549 7.9385138447157465e-05 -4.9979137104106568e-05
leaf_count=3225 2747 4660 4157 12082 1349 34551 3890 894 26334 103001 733 14802 6707 16704 210 95 642 573 102 13657 26285 5248 445 435 716 6837 61812 5327 1450 2261
internal_value=0 -0.0278173 -0.0649288 -0.0582308 0.0899364 -0.0154725 0.0312479 0.138149 0.0480113 -0.0268583 -0.0568304 -0.109503 -0.0656838 -0.0237327 0.0110608 -0.305092 0.0973199 -0.162095 8.33581e-05 -0.0255112 -0.00855618 -0.152307 0.150704 -0.135174 0.205538 -0.0701784 -0.0595988 -0.0755377 -0.215471 -0.285458
internal_count=361931 332372 99935 95778 6009 232437 42146 7595 29559 190291 87290 41367 26565 19858 17016 2842 6701 1215 16806 45923 39942 5981 5486 880 4606 89769 82932 70850 9038 7588
shrinkage=0.000980392


Tree=3147
num_leaves=31
num_cat=0
split_feature=785 727 659 450 842 359 636 728 885 1356 340 296 897 636 503 345 628 973 495 767 840 1410 777 844 1329 906 1221 728 695 620
split_gain=15.7284 16.2879 15.7212 33.8467 22.1039 20.9613 21.1758 18.0163 21.5685 21.8506 20.9715 20.707 19.8358 20.0591 20.5408 22.181 19.1793 18.6907 18.6254 18.2567 20.2415 18.2559 18.0956 21.5027 18.01 22.2932 19.931 17.8056 17.7225 25.0321
threshold=-0.86283290253235112 1.0000000180025095e-35 0.62821384419828064 2.2203088264540187 2.3752998519744484 -0.41001676665569237 1.0706465093680506 -0.49008176997875957 0.98964072280890891 1.1703909184639636 2.6624470928684718 -0.72332962516298938 2.0362112799681404 1.8552064835355362 1.4998197788613128 0.65693349278197399 -1.0430840104919041 -1.1405234078466309 0.35846678603326437 1.0090160079401012 -1.0592248190918452 1.0445359980324682 -0.52420076443984687 -1.2185049427215617 -0.42412315967137454 0.51612247200278372 1.0000000180025095e-35 1.0000000180025095e-35 -0.37000921319060043 1.5209264779549863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 28 7 5 -5 -7 -4 9 11 19 12 13 14 17 24 -13 -9 -19 20 -11 -10 -15 -24 -16 26 -26 -8 -2 -30
right_child=2 -3 3 4 -6 6 27 8 21 10 -12 16 -14 22 15 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00086926609889859748 -0.0015443689293348215 0.0043282936336194741 0.001490202478815886 -0.0035698088196627325 -0.035427778123628059 -0.0012534825787355419 0.015245061858204446 -0.035238212114454277 -0.0026125042963135009 -0.038240243788960036 -0.047101967531988864 -0.029053568459370016 -0.039844911549894023 -0.0043383535323752338 0.007923363374626095 -0.066763914228612706 -0.0093774326860232311 0.0043851889427442255 -0.015194899914082597 -0.015480477977115745 0.0095274261441291985 0.0096505069603279141 0.10204001582631517 0.022299860208173185 0.071342303065214704 -0.034932081587741623 0.20278713887769673 0.041101265013865934 -4.5963209858797644e-05 0.0046970789388984281
leaf_count=12551 107056 17008 8010 981 135 641 998 340 12356 164 178 965 212 375 115 41 17387 1991 1165 540 2449 1497 48 486 53 29 25 367 158340 15428
internal_value=0 0.0403956 -0.0129069 -0.0510536 0.158313 0.194126 0.309583 -0.0687412 -0.0904339 -0.135047 0.0354021 -0.165436 -0.0223563 0.0101158 -0.0734142 0.639447 -0.20586 -0.121504 -0.0644143 0.0690159 0.147156 -0.0204429 0.327373 0.604347 0.93608 1.6396 2.19121 0.442367 -0.00596259 0.00819942
internal_count=361931 29559 332372 51548 3122 2987 2006 48426 40416 26563 3331 23232 4880 4668 3759 263 18352 3496 3156 3153 2613 13853 909 534 222 107 78 1365 280824 173768
shrinkage=0.05


Tree=3148
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 1077 727 923 1452 279 1183 21 1051 695 1423 647 590 497 810 783 576 712 708 349 1002 784 969 557 1061 1004 974
split_gain=34.05 27.1605 25.9513 24.1361 24.5041 24.0344 43.6558 24.2631 23.4894 24.0883 23.442 28.5823 25.7601 24.9466 23.1467 57.2993 22.5988 21.529 21.4465 21.5947 21.145 20.9668 20.9261 20.8672 21.908 21.0041 20.7807 20.7346 45.8761 20.6244
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 4.2406324835638474 1.0000000180025095e-35 -0.86449023226567734 3.3900475580725948 -0.99038483963279578 -1.5169683801573526 -0.13431221002227373 3.5926503781727646 -0.70721591321319732 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 2.2841970610333457 1.1023763779372591 -1.0732212767954836 0.66546334935299256 -0.63779424894106762 1.4631717570606249 -0.76095704609305181 -0.32459312438081372 0.9594655836162902 1.688630563996478 -0.65761149524879547 -0.87357009987099121 0.59444477453878863 -1.107095297642213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 3 5 8 18 7 -7 -5 -10 11 12 -8 21 15 -3 17 29 -2 -20 -1 -14 -15 24 -11 27 -27 28 -25 -12
right_child=1 14 -4 4 -6 6 10 -9 9 23 16 -13 13 22 -16 -17 -18 -19 19 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00012903715680897678 -0.00018807818392838798 -7.0012771389863437e-05 -7.8972944752758381e-05 -7.3211885316031627e-05 -0.00073988047887676284 -0.0003372291160476611 -0.00021479429139196454 0.0008749521832081506 -0.00030736787854537172 3.7420743343954313e-05 -0.00043020897538261057 0.0009847490170316641 8.0048425471784002e-05 0.00016332365354813165 -7.6076156673236526e-05 0.00042184759960219189 0.00018905690839938309 8.4912131050638755e-05 7.629730046439084e-06 0.00018856455004598807 6.5968737073573294e-05 -0.00024249494163117844 -0.0002080489812887876 -8.7764077369125546e-05 0.00015674081939715667 -0.0001154584348105882 0.00017416503361163853 -2.7631158708197934e-05 0.00035012747680025427 -0.00011667721216963496
leaf_count=3225 2461 4821 35150 16077 217 3650 3175 68 1134 35242 1414 123 16555 1190 93730 1384 1046 2723 17150 3618 26334 1290 4854 2143 8353 1419 4759 46232 1887 20507
internal_value=0 -0.0296391 -0.0173838 -0.00828229 0.0110139 -0.0399856 -0.066484 -0.313847 0.0123188 0.0233466 -0.0495055 0.0015265 -0.00456951 0.0212724 -0.0664817 0.0721985 -0.096731 -0.112179 0.0207742 0.0430255 0.0482828 0.0609577 -0.130302 0.0266374 0.0628119 -0.000168394 0.114442 -0.0149952 0.128654 -0.134761
internal_count=361931 332372 232437 197287 117463 79824 56595 3718 117246 101169 52877 27187 27064 23889 99935 6205 25690 24644 23229 20768 29559 17845 6044 100035 43595 56440 6178 50262 4030 21921
shrinkage=0.000980392


Tree=3149
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 771 712 784 221 1356 914 279 1312 890 827 788 513 427 644 261 431 1015 725 767 1236 872 993 369 858 975
split_gain=35.3691 25.7188 25.2486 24.817 63.3297 23.2617 22.9561 19.8421 22.0019 24.1412 22.0064 21.4271 18.8374 25.7942 22.6512 21.876 37.1823 27.0846 23.172 25.2297 22.0576 21.9494 21.784 27.084 23.164 23.0733 21.3827 28.4731 23.2562 20.716
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 1.4820751525130569 -0.63779424894106762 0.9594655836162902 1.2539138715794567 1.1703909184639636 1.7367145528016599 -0.29554801788473051 0.46670498673573363 -1.3230736206490437 -1.1316860141787215 0.38349571241217301 1.0454229551509682 -1.0802935261960447 -0.34929633066952553 1.3197782039773462 -1.359341665497326 1.2191568012335126 1.0000000180025095e-35 0.50328313586057705 -0.66443602000037905 3.0757328524286596 -0.89727091510114898 -1.0816224380724622 1.0825608069246189 2.5372670770458572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 -3 7 -1 12 9 11 -11 -9 13 14 -2 22 18 -18 -17 20 -20 -22 23 -15 -25 26 27 -24 29 -29
right_child=1 3 -4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 15 -16 16 17 -19 19 -21 21 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00013310092370226058 0.00012874969691373085 -6.95029947288358e-05 -7.6687910492486249e-05 -7.3723431575019048e-05 0.00044818850221839125 -0.0001624789254235752 6.9993285951266957e-05 -9.1970981614360382e-05 0.0001841740854941714 0.00017129346229974733 -0.00054591644225244747 3.8646143135319971e-05 -6.1975113508766204e-05 0.00012419765746031155 -0.00010649256120588859 9.2874413553458574e-05 -0.00031988740664347793 0.00030224534263919092 -0.00053438871567957594 -0.00035727495553830899 5.1457605321050309e-05 -0.00026390092494524867 0.00056521657689610825 8.5851667220487331e-05 -0.00020093187536931187 0.00034955385848434254 -4.4627998481898858e-05 0.00014235818051834906 -0.00040708657585607699 -0.00048455606129282593
leaf_count=3225 2549 4821 35150 93730 1384 4703 26334 9582 3937 5155 202 16164 35274 10403 19210 11684 353 3298 454 1142 8399 1410 565 2403 2645 628 52677 3702 459 289
internal_value=0 -0.0278028 -0.0158756 -0.0636803 0.0800109 -0.00689743 0.0515939 -0.00318298 0.0429572 0.0227246 0.149303 -0.00623699 -0.0143448 -0.00191978 -0.0793068 0.0115561 0.0648217 0.254792 0.0301456 -0.0450198 -0.00921124 0.0115408 -0.00793969 0.0637852 -0.0658299 -0.027634 -0.0325979 0.105926 0.046564 0.102207
internal_count=361931 332372 232437 99935 6205 197287 29559 192584 35040 31103 5357 25746 157544 122270 21759 100511 26740 3651 23089 11405 10263 9809 73771 15451 5048 58320 57692 5015 4450 3991
shrinkage=0.000980392


Tree=3150
num_leaves=31
num_cat=0
split_feature=1430 685 1424 415 566 718 1078 1365 1181 89 828 56 45 1191 906 1252 701 1109 1470 913 293 907 768 1450 21 1448 1039 1311 1191 969
split_gain=15.6429 24.4695 24.876 24.2939 26.9807 31.3389 23.5376 22.8567 24.2097 30.0338 26.4497 24.2011 25.3751 23.9077 22.9095 24.2019 21.9589 21.9499 21.6579 22.4335 21.2779 20.7139 23.3151 20.7052 19.8876 19.645 23.2967 22.6992 28.5065 20.4494
threshold=0.54622893720785959 0.58104764358843186 1.0000000180025095e-35 0.11713519628983333 1.9189241638422623 1.0159173274103563 2.3773680579807461 -0.42638832581415231 -1.4627489369455369 2.7857270159840657 0.50189635444880576 1.0000000180025095e-35 -0.4851739300165801 0.6664611977595768 -0.42234634796020404 -0.13094509442410032 0.85859543694282225 0.36903216159230351 -1.2954595170378473 1.0691869527701621 -0.21631902471574818 -1.408950863394326 -0.51111048666138259 0.33430075800939679 -0.13431221002227373 0.14128466709585305 3.834073057533097 2.5978080301177324 0.055486323853567367 -1.8020721775556645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 -6 17 8 9 -1 -11 12 18 -13 -14 16 -16 -5 19 -9 -12 22 -10 -19 -20 27 -27 29 -29 -3
right_child=-2 25 3 6 5 -7 -8 11 21 10 20 13 14 -15 15 -17 -18 23 24 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.018804367226891435 0.00088763859104763082 0.019990679459723628 0.0012202744874140747 -0.0032285762402084455 0.01329782489572175 -0.012110051518481534 -0.020184837167156147 0.014400633975989487 0.04304139128047494 -0.00085821040036354037 0.049557695609930168 0.0022847801959798779 0.0051757905296376154 -0.0058586851784444109 0.0048799494678990682 -0.010071758597686033 -0.013983656368519365 0.00018055959891357602 -0.0016220656398801695 -0.035937287825712032 0.23458381901931086 -0.0037481257671072988 -0.0085116862396224825 0.012477275034350458 -0.01201135302510214 -0.007802148110076592 0.054800820400140809 -0.0026668102804909958 0.049600819219291159 -0.0028783866152405067
leaf_count=3527 85047 686 78204 27194 3844 676 1485 916 248 98 26 32822 6766 5727 4876 5487 1147 7599 5365 147 21 36200 260 2380 10124 16235 78 350 273 24123
internal_value=0 -0.0173041 -0.00878752 0.0139635 0.0350731 0.194108 -0.0372911 -0.0347327 -0.0836587 -0.320743 1.02362 -0.0110056 -0.0627624 0.0242601 -0.00319666 -0.0731693 0.0286549 -0.0274836 -0.142045 0.165949 2.61584 -0.0677782 0.410646 0.0652912 -0.17255 -0.076964 -0.148106 -0.0310636 0.427093 -0.0446125
internal_count=361931 276884 235139 121382 82724 4520 38658 113757 40380 3672 145 73377 34828 38549 18276 11510 6023 37173 16552 1063 47 36708 508 9979 15489 41745 16313 25432 623 24809
shrinkage=0.05


Tree=3151
num_leaves=31
num_cat=0
split_feature=21 50 56 1171 639 501 1112 1465 1464 729 789 852 487 1040 1357 428 971 1320 207 444 513 375 882 686 357 1176 703 493 968 1246
split_gain=15.5909 15.9887 26.2224 18.2512 20.7956 17.9429 17.828 17.7285 21.7758 18.1734 18.9392 22.6681 23.9869 23.2197 22.3141 22.3407 22.4659 23.6544 21.4487 20.5425 24.269 26.233 23.003 22.077 24.0957 19.7582 23.079 22.2219 19.2971 20.2353
threshold=-3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 0.81981033005472737 3.103512251845403 -0.87113452156666693 -0.75983256102250107 3.116712650924125 6.9868163170523445 0.75637635299260908 1.1248358748350926 1.0747610123934368 0.15783237248216128 -1.3682938506909608 1.3962008022525787 -0.72852951493345153 -0.47720073139530317 -1.1417392036917666 1.0672675947579715 1.0617732612454149 0.5265745529457686 1.0591309280498242 0.44470034393954044 1.321975669573771 -0.8885953623387679 -1.2693973165705501 0.29748048654040443 -0.89896561734091163 0.36729310357164507 2.2819999090894769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7 8 9 10 11 14 13 -13 -3 -16 25 -18 -19 20 21 23 -22 24 -12 -17 27 -27 29 -26
right_child=1 7 3 5 -6 6 -8 -9 -10 -11 19 12 -14 -15 15 16 17 18 -20 -21 22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.016025946654818803 -0.0034977938499882693 0.0010618871057261965 -0.00065657108694352573 -0.012491418149287142 -0.017090621370398209 0.031186764569453615 0.0041473571497465502 0.0081058058760691328 0.040546927878535623 -0.0017313768273970948 -0.014098096848273747 -0.018368846798088419 -0.0011825116434788317 0.0086623569157258211 -0.015609179709672636 -0.032774895876559983 0.031917061233588527 0.0037261240135445365 -0.023638823501596695 -0.011420725507175407 -0.011234822525642559 -0.011149845651859468 0.01026066640365704 0.017892317118385254 0.0080011149384155919 0.029792539876160002 -0.022706006619945707 -0.0048910877775875453 -0.0043972272345766204 0.049826405921448519
leaf_count=716 73939 91495 77606 777 1454 266 10165 3163 129 60769 1062 419 5298 10127 2540 551 326 3582 431 2764 3639 1517 613 1435 3136 294 758 1214 1601 145
internal_value=0 -0.00837013 -0.0273162 -0.00409038 -0.0175044 0.0752852 0.0975569 0.0045556 0.00165645 0.000950389 0.0143657 0.0240676 0.0985633 0.154688 0.0115505 -0.0991249 -0.036527 0.066342 0.0149222 -0.0562347 -0.0205202 0.0450205 -0.154357 0.0977215 0.0430383 -0.20521 -0.115744 0.0509507 0.10085 0.194728
internal_count=361931 361215 164207 90268 79060 11208 10431 197008 193845 193716 132947 117035 15844 10546 101191 9696 7156 4339 4013 15912 13148 8896 4252 7379 5944 2817 2266 1508 4882 3281
shrinkage=0.05


Tree=3152
num_leaves=31
num_cat=0
split_feature=43 869 797 868 553 152 147 842 858 241 630 588 710 1250 816 1223 1425 1329 434 882 1424 567 768 80 701 1453 1459 1248 903 997
split_gain=15.3103 17.2708 29.2194 25.5674 24.0183 22.4451 21.6734 20.3769 20.2814 21.491 23.5431 21.1685 20.4267 22.6132 20.5472 22.3415 21.77 20.6388 22.2037 20.096 24.9201 26.215 21.3698 22.1824 20.239 23.0416 20.419 21.133 20.2722 19.778
threshold=1.0000000180025095e-35 -0.57653763495970078 0.63961785378869596 1.0000000180025095e-35 2.250600202657024 0.73126711358757779 -0.90213385059696771 -0.78215898699821051 1.0825608069246189 1.0000000180025095e-35 2.4666769694439057 2.250834115212506 0.15229876701099224 -0.4029566651117234 0.98567350059335823 4.5059634570388978 1.1710607803345987 -0.49231473385671448 0.88778440281198157 1.0000000180025095e-35 1.8695714601257163 1.5352457586741972 -1.3420013409394793 -0.91840389130737166 -0.43399762174191275 1.9142027959396961 0.96442828905131417 1.6728721497768384 -0.38711894840586708 1.2208093854130835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 19 8 -1 -5 -8 11 10 -10 12 14 -14 15 16 17 18 -4 20 24 -22 -21 -24 -3 26 27 29 -29 -26
right_child=-2 2 4 6 -6 -7 7 -9 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 22 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.000548078343395034 -0.0020418824469070345 -0.0045977668368106508 -0.0064842874369046219 0.0027382015065659372 -0.023791478030038973 0.0059681361412555357 -0.0064494621137440589 -0.0013883370113936476 -0.0029289775363057977 -0.016976556783907307 0.086722500384600221 0.0086368456591794929 -0.0064813186315543919 0.0071345242836475479 -0.00039133552446085119 0.079200330934890317 0.0037553609223049756 -0.013805847410122777 0.0210029116532085 0.013109908611517593 0.011326269166326085 -0.023527781567195965 -0.0035268284928988772 0.0027683359093632334 -0.002184265701095844 0.012045090841866364 0.0070020627861985783 0.0032765766942162455 -0.025388748790107742 0.0065222868184503738
leaf_count=44312 74777 17495 3142 12828 929 11385 17500 44893 1843 2414 32 1853 2861 4560 8151 24 1691 8254 554 2222 3030 277 8909 54207 22361 1772 3702 533 1041 4379
internal_value=0 -0.00029486 -0.00937572 0.00171919 -0.0705804 0.0348243 -0.0339395 -0.0527988 -0.0616047 -0.203167 -0.0230469 -0.0394272 -0.0572915 0.0484944 -0.0947758 -0.156905 -0.162689 -0.204094 -0.0519269 0.021403 -0.0118781 0.168805 0.0471303 0.0396241 -0.0253563 0.00655655 -0.0087164 -0.0314277 -0.30424 -0.016654
internal_count=361931 287154 231457 195149 36308 55697 75221 62393 35379 4289 1875 31090 29237 7421 21816 13665 13641 11950 3696 119928 54590 3307 65338 63116 51283 33788 32016 28314 1574 26740
shrinkage=0.05


Tree=3153
num_leaves=31
num_cat=0
split_feature=1431 1110 1251 155 834 1445 641 844 1396 126 86 622 291 638 1110 178 1453 588 85 1053 537 1107 765 211 695 345 769 209 1188 508
split_gain=14.9714 17.2943 20.455 24.4553 19.657 19.0081 19.2227 20.3181 20.3759 21.7975 20.4465 19.776 18.7461 18.6006 18.2378 19.4716 18.9397 20.6912 18.1403 18.0956 18.0402 19.4392 19.8545 18.791 17.8786 17.8161 17.6634 17.622 20.2123 20.6962
threshold=1.0000000180025095e-35 -1.2088749528996654 -1.2841397243711745 1.6272844053863151 1.4479189286668166 1.6380901172106308 0.095343190867913458 -0.25554893433761178 -1.2270218940971509 -0.67811062752501949 -0.96681924376221506 2.6067863363004133 -0.98700765562973425 0.54983965913983668 0.20784217204784028 1.0000000180025095e-35 1.3134811796837444 -0.31407487021714353 -1.067477523275556 -0.42412170806765837 1.2978429288651507 0.41921232481632981 1.8506461163905812 -1.069075741095981 0.67273765918696871 0.52390495846942153 -0.086412091013707559 1.5274344423401029 -0.64538472585532303 -0.93667083388831573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 18 10 12 -9 20 19 -6 -11 16 -16 -18 -3 24 -8 23 25 -22 -10 -23 -5 -7 29 -29
right_child=1 5 -4 26 13 27 11 8 9 14 -12 -13 -14 -15 15 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00021085591368454599 -0.0034395619551464956 -0.0046272242368438103 -0.0081647023037678245 0.0870608519868286 0.020884497528664787 -0.0037044076882542867 -0.0033456535648188064 -0.01337846091753539 0.0093247979330787611 0.0020538878032497249 0.016690507017739175 -0.023762380562901565 -0.0093708417154324385 0.13029967940088116 -0.0025333667999539455 -0.011676977638992905 0.043267806310394327 -0.0013409225794417112 0.0038882934527601173 -0.0061867005934798328 -0.062615730184930288 0.0066656501441480463 0.12388819822497033 0.0021096155002818082 0.055901473939899055 0.043507387493203951 0.0076398240802595637 0.046635578807078741 -0.032878491428017236 -0.013096940107547106
leaf_count=222373 1198 4394 12188 96 110 19877 30944 423 594 17009 1532 777 7332 26 5495 3489 232 260 28034 1040 73 536 22 1846 139 214 92 165 847 574
internal_value=0 -0.0274897 -0.121632 0.151377 0.033739 -0.0194835 -0.00786526 0.0135659 -0.0230504 -0.0355553 0.212032 -0.0566507 -0.136656 0.947426 -0.00279545 -0.0864255 -0.00904024 0.396907 0.0570049 0.0926341 -0.0482318 0.127317 0.419823 0.00170908 0.379112 0.359124 1.02447 -0.096851 -0.377246 -0.0294386
internal_count=361931 139558 13710 1522 1334 125848 104385 69973 37545 35590 1955 34412 9105 136 26485 9476 5987 492 32428 1773 33635 2691 772 1919 733 750 188 21463 1586 739
shrinkage=0.05


Tree=3154
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 727 852 727 923 1077 1452 539 279 1183 1051 783 576 1384 353 902 915 1111 784 1010 1175 1348 1298 348 703 675
split_gain=39.0635 29.1662 24.8998 22.7555 56.2775 21.5508 21.1942 28.6337 44.7865 24.5187 24.4044 24.3406 23.0379 23.4947 22.3196 21.7077 22.755 21.4902 20.9897 28.9006 21.5268 24.9125 20.8766 20.7708 20.3421 21.9591 19.9576 21.7722 19.8712 19.6782
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 4.2406324835638474 3.3900475580725948 0.6695026854463163 -0.99038483963279578 -1.5169683801573526 3.5926503781727646 -1.0732212767954836 0.66546334935299256 -0.59449999692908395 0.63280207191488913 2.0947916829856985 -0.45799692572047573 -0.21795816495495285 0.9594655836162902 3.0713252103476614 -0.31923240808069592 1.5405729298544251 1.0000000180025095e-35 -0.14875883251322597 -0.75046798499916523 0.44359160413691395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 -3 -1 7 15 10 12 -9 14 -8 -14 18 -2 29 -16 19 23 21 -21 -15 -10 25 -24 27 -7 -11 -17
right_child=1 3 -4 -5 -6 26 9 8 11 28 -12 -13 13 22 17 16 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.3824998447346158e-05 -0.00018323909485353515 -7.2727059253064393e-05 -7.8837213881777243e-05 -7.881653021311358e-05 0.00041414932588913024 -9.8572127268086034e-05 -7.4830653773661415e-05 -0.00034169840922057434 -0.0001422953271377994 0.0012070424963820639 0.00087233930036410715 2.6232916359148378e-05 -0.00030532161720537269 8.1512036270190893e-06 0.0013339842142806697 -2.2690730917971294e-05 0.00019858412650568109 -0.00041471585939634279 1.1084619458826319e-05 0.0008726191517714803 -2.8528607082459751e-05 2.6737650325914936e-06 -5.135560627827138e-05 0.00044135725057565611 0.00013261258598753266 0.00033802425449934415 0.00017335406493698317 0.0001280795974416711 -0.00097658906164235369 0.00017278799471741736
leaf_count=12551 2461 4821 35150 93730 1384 3510 16077 3650 29509 22 68 12498 1134 80956 87 14403 3618 55 8479 360 1237 383 6087 269 12321 671 9299 4199 195 2747
internal_value=0 -0.0312567 -0.0185659 -0.0693849 0.0679472 0.0521061 -0.0096636 -0.039347 -0.0682205 0.00839733 -0.318371 -0.0510358 0.00970077 0.0206148 -0.083131 0.0269656 0.0493404 0.770342 -0.0869203 -0.11802 0.160685 0.487282 0.0238645 -0.137891 0.0861245 -0.0099358 0.104613 0.0246712 -0.756939 0.0131761
internal_count=361931 332372 232437 99935 6205 29559 197287 79824 56595 117463 3718 52877 117246 101169 40379 23229 20768 142 40237 31758 1980 743 100035 29778 19079 6758 17008 7709 217 17150
shrinkage=0.000980392


Tree=3155
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 712 830 1022 1016 346 1249 1040 759 834 710 691 730 783 514 934 603 660 678 677 8 639 1002 494 209
split_gain=31.7932 24.525 23.097 60.3193 22.9052 23.3223 22.0072 21.8438 21.362 23.3763 23.1335 24.5516 28.7612 23.6101 20.8496 20.4892 24.942 20.3108 31.0006 27.6247 26.3073 22.4662 24.5964 20.142 20.7308 20.0115 19.8899 19.4642 21.5239 21.4153
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 -0.63779424894106762 1.8227892136636004 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 0.76029184741838574 -0.3266635670241857 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 6.0948733974029876 1.0000000180025095e-35 -1.298475463871557 0.11942102837874842 0.69854289147193727 0.9338414958155935 0.23696906566319156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 8 17 -1 15 9 10 11 12 14 23 -2 27 -17 18 19 -6 21 22 -19 24 -14 -24 -22 28 -7 -29
right_child=1 2 -4 -5 5 7 -8 -9 -10 -11 -12 -13 13 -15 -16 16 -18 20 -20 -21 26 -23 25 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00013095714672253268 -0.00034550571584397304 -6.781761351442228e-05 -7.0091160319029499e-05 0.00043759007703304489 3.7914105560014353e-05 0.00026118218089709905 6.817181600707568e-05 0.00045516005738313874 -4.733960020162666e-06 -2.3018429924428749e-05 -0.00020006462553583468 -0.0002161179045517367 -6.4983682941562742e-05 0.00080926048717302763 0.00094098627179020611 -0.00045092481946586399 0.00016083135974120656 0.00015775134772259283 -7.5485962007825017e-05 0.00041592963119675257 4.6854971248245027e-05 -2.0610732528936803e-06 -0.00044437289325282209 0.00081658369090005338 0.00012634020339348862 0.00060740778268433934 -0.00031294246041647196 -0.00046058604167043606 -0.00013140029501863959 0.0001801100480476003
leaf_count=3225 2747 4821 93730 1384 6880 3890 26334 894 103001 45923 14802 6707 13021 210 95 642 573 2134 17685 1041 2668 1982 101 102 3683 996 1064 445 716 435
internal_value=0 -0.0252531 -0.0603516 0.0783691 -0.0135949 0.0321053 0.0501246 0.137872 -0.0247349 -0.0544006 -0.106443 -0.0626742 -0.0210431 0.0136189 -0.301594 0.0981812 -0.159173 0.00709823 -0.0251013 0.0891581 0.0955461 0.192689 0.294657 0.00257081 -0.00676958 0.542348 -0.0467339 0.151139 0.205871 -0.134093
internal_count=361931 332372 99935 6205 232437 42146 29559 7595 190291 87290 41367 26565 19858 17016 2842 6701 1215 34551 25606 7921 8945 5213 3231 16806 16704 1097 3732 5486 4606 880
shrinkage=0.000980392


Tree=3156
num_leaves=31
num_cat=0
split_feature=785 728 647 590 1431 771 727 852 713 923 1452 783 993 908 727 513 850 583 550 627 718 1043 1077 279 1183 930 1108 1311 1177 1450
split_gain=33.3246 26.5362 23.4098 61.0826 22.5816 23.5831 21.2132 20.8287 24.8225 42.9368 25.2498 24.1852 23.7961 25.0746 26.2436 23.8592 24.2813 23.765 25.4744 23.4393 23.365 25.8658 22.7062 22.944 23.7722 22.6463 22.3552 22.1776 21.2746 21.1242
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0099929608726099 1.4820751525130569 1.0000000180025095e-35 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 3.3900475580725948 -1.0732212767954836 -0.89727091510114898 -0.40729421879939548 -1.1275738623161491 1.0454229551509682 -0.71655674043578599 -0.55326332990463356 0.29966714842153758 1.9945936966766264 -0.49030554980422836 -0.29889437964916482 4.2406324835638474 -1.2044915347063276 -1.5169683801573526 1.0000000180025095e-35 -1.4442638994465435 0.33897131932532953 -0.93120338870675912 0.88343564287383192
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 5 7 -1 8 11 10 28 -2 13 19 25 16 -16 18 -13 26 21 -19 23 -14 -25 -15 -9 -18 -10 -26
right_child=1 2 -4 -5 -6 -7 -8 12 9 -11 -12 17 22 14 15 -17 27 20 -20 -21 -22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-1.6332353562231144e-05 -0.00019913528288757659 -7.1756745689298025e-05 -7.419452821502863e-05 0.00043641580933022795 -7.3458760359277833e-05 -0.00016403547548918276 9.9267461162882116e-05 0.0012534194842754353 0.00017465728638579083 -4.206176023901952e-05 0.00094169185518509693 9.6672376475133212e-05 -0.00010972449267487637 0.00036220003469735043 -0.00012703268111179052 0.00053525544383451558 0.00013995990688325341 0.00093180733730715388 0.00044858134229669856 0.00081108820564052377 -2.3231172077277589e-05 -2.1604686177498327e-05 -0.00074034845947433027 -0.00032864975913905585 4.3870542692678123e-06 -0.00018391079942190424 -0.0001124770763957392 0.00046579777294027466 -0.00039293693409191816 9.6157848229648149e-05
leaf_count=12551 2297 4821 93730 1384 35150 4703 17008 50 388 52797 62 5464 9407 467 1066 886 2970 206 981 161 12482 235 204 1036 79517 1528 3480 1382 3189 12329
internal_value=0 -0.0280227 -0.0644803 0.0750264 -0.0159078 -0.0074233 0.0490676 -0.00368238 -0.0334343 -0.0596098 -0.306478 0.0314822 0.0144893 0.10841 0.17293 0.240259 0.181625 0.0560413 0.16271 -0.0519035 -0.00259018 0.448886 0.00389608 0.00528786 0.0144123 -0.0525679 -0.0902252 0.251485 -0.336679 0.0178282
internal_count=361931 332372 99935 6205 232437 197287 29559 192584 78101 56436 3639 21665 114483 11990 8299 6304 5418 19368 6445 3691 12923 441 102493 102289 92882 1995 3530 4352 3577 91846
shrinkage=0.000980392


Tree=3157
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 647 590 727 346 1249 1040 759 730 783 514 934 603 660 834 678 990 712 639 8 345 746 848 907 1469
split_gain=35.4068 26.2004 24.1644 26.7988 24.2055 25.9611 23.8505 59.43 23.4171 23.1875 24.2347 28.3501 23.1999 22.879 31.5228 27.915 26.8344 22.6205 25.0291 20.8467 20.5518 20.5304 20.3634 20.1473 20.0341 19.5012 19.3741 21.3829 19.0393 18.9458
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 2.0780443506202029 6.0948733974029876 1.09266583130301 -0.63779424894106762 0.11942102837874842 -1.298475463871557 0.46293354690950167 1.0000000180025095e-35 0.20792164000855923 0.49932493644430648 -1.3263328046252252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 4 13 5 9 7 -3 -5 10 11 19 20 14 15 -4 17 18 -15 -2 26 -10 -1 25 -20 28 27 -13 -18 -8
right_child=1 6 3 8 -6 -7 29 -9 21 -11 -12 12 -14 16 -16 -17 23 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012291892765105912 -0.00035003329563759668 -6.8396343914953685e-05 3.3671727793729013e-05 -0.00011884208444842739 -6.1649522141326419e-06 -2.5876985419901322e-05 0.00039454560251087734 0.00043288030752456833 0.00012774918605215496 -0.00020688074162590129 -0.00022173413085289687 -4.6135938951812614e-06 0.00079201213605198254 0.00016013652843389515 -8.0694402530090569e-05 0.00041327168938664293 -0.00016090371980416387 5.3507532000234312e-07 -0.00043894339438641861 0.00093256475060993183 0.00081826875935622659 0.00040843387288809566 6.8609042188223868e-05 -0.00031336738588886518 0.00061279272398219453 0.00035173181485208266 0.00012858126159567821 -0.00024370928490687963 0.00036528385335173687 -7.6901174106655377e-05
leaf_count=3225 2747 4821 6880 1294 103001 45923 354 1384 4808 14802 6707 9723 210 2134 17685 1041 1651 1982 101 95 102 1493 26334 1064 996 644 3079 3902 373 93376
internal_value=0 -0.0280778 -0.0160419 0.0308337 -0.0274681 -0.0589745 -0.0642922 0.0765736 0.143977 -0.11362 -0.0699104 -0.0286563 0.00566701 0.0040459 -0.0300614 0.0850082 0.0978728 0.19594 0.298169 -0.306366 -0.00525861 0.196144 0.0513623 -0.0456911 0.547858 0.0493829 -0.0146285 -0.0660858 -0.0603799 -0.0755841
internal_count=361931 332372 232437 42146 190291 87290 99935 6205 7595 41367 26565 19858 17016 34551 25606 7921 8945 5213 3231 2842 16806 6301 29559 3732 1097 2668 16704 13625 2024 93730
shrinkage=0.000980392


Tree=3158
num_leaves=31
num_cat=0
split_feature=785 728 1431 771 647 590 712 519 712 788 261 1218 1467 666 714 851 803 791 768 611 867 650 353 829 645 710 934 1324 998 908
split_gain=30.1857 22.7861 21.9196 22.0275 21.5987 57.1497 20.3754 18.6999 34.6382 28.2228 24.9219 22.4249 19.9327 19.5601 21.1123 35.3267 33.5397 33.0703 30.6089 30.512 29.3796 28.4687 28.3163 27.9087 25.1219 24.9184 24.2114 23.178 22.772 21.9769
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.4820751525130569 -0.87782724458594241 0.58895901036483078 -0.63779424894106762 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.6212945108504591 2.2575337098986954 1.0000000180025095e-35 -0.84871412517626565 1.9682860324222273 1.0000000180025095e-35 1.4942126327982546 1.0000000180025095e-35 -0.72818492217606867 2.1314615550283826 0.31755441909385257 -0.26514230174233305 1.0999280683389623 -0.31246517426196713 1.0000000180025095e-35 2.0883641899847656 1.0000000180025095e-35 -0.43366748530298754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 5 -3 -1 12 -9 10 11 -10 13 14 18 28 17 -17 21 20 23 26 -21 -19 -20 -24 -2 -28 -16 -30
right_child=1 4 -4 -5 -6 -7 -8 8 9 -11 -12 -13 -14 -15 15 16 -18 19 24 22 -22 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00012451240102084255 9.0929003757567563e-05 -6.5634628532586914e-05 -6.9124891632984741e-05 -0.00015565573340264901 -6.6802406374705535e-05 0.00042634749084152394 6.7339988342050169e-05 -0.00012107089827193198 -0.00021574024128692777 0.00025567892337685741 0.00016403046236398779 0.00015805040739956313 0.00012584909659698546 0.00010071468822341257 3.4251265313848475e-05 -7.6423670202874057e-05 0.00011192508129437014 0.00039247513948335627 -0.00021514701237370802 -0.00011268636959956027 2.3168861367932004e-05 0.00029964293421478943 0.00015200050863190784 8.0884247056175849e-07 0.00020825355566471049 -0.00012475771098490973 -3.430696848941475e-05 0.00038757330506735099 -6.7857306542511343e-05 0.00041461985619231022
leaf_count=3225 17229 4821 35150 4703 93730 1384 26334 3133 1976 4194 3130 936 4789 6213 5271 76229 5796 2176 4480 14219 9360 1923 4588 1356 789 2437 19514 608 634 1604
internal_value=0 -0.0234803 -0.0122407 -0.00387041 -0.0573479 0.0768498 0.0500133 -0.000251817 0.0738183 0.129895 0.0414483 -0.0946623 -0.00682608 -0.0110063 -0.016033 -0.0314747 -0.0418349 -0.0514783 0.0256952 0.00801393 0.090902 0.0459877 -0.0489143 0.256786 -0.144747 0.0629621 0.0321234 -0.0210728 0.111106 0.295651
internal_count=361931 332372 232437 197287 99935 6205 29559 192584 13369 10236 6042 2912 179215 174426 168213 123670 116161 110365 44543 34136 12892 39274 21244 3532 5269 7025 37351 20122 7509 2238
shrinkage=0.000980392


Tree=3159
num_leaves=31
num_cat=0
split_feature=785 21 885 1030 1467 803 791 854 796 1316 984 497 1466 690 352 1456 421 1464 1466 1055 70 1454 658 172 1175 982 13 1469 1080 726
split_gain=15.692 16.445 24.4314 23.3958 23.6548 20.9313 21.46 32.4481 53.5939 23.6724 23.3641 23.008 20.6102 20.5414 25.4173 21.7739 22.876 22.7856 22.444 24.2832 25.7603 23.7077 21.8084 21.3328 21.5872 20.6112 22.1064 20.5919 20.4835 20.8403
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 2.7042904249467168 3.2089320700182484 1.9682860324222273 1.0000000180025095e-35 -0.87473648844905705 1.5191488867762273 -0.53448099019429063 2.4216945687608855 1.9107088128239058 2.2763907064872897 0.76106022531984341 0.17545367042448343 1.9815654246374563 2.6287012352426902 2.0300025928984748 -0.20602820413502526 -0.15798363767317566 -0.98707294403928791 1.0692506903199488 1.0000000180025095e-35 -0.55228524329654682 0.44911463142528091 0.33264987318771605 -0.22573832389900736 -0.47656903428532171 2.2092738772757108 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 12 4 5 6 7 8 11 -8 -11 -4 13 15 -15 16 -3 18 21 23 -21 22 -17 -20 -25 -24 -27 -23 29 -9
right_child=1 2 3 -5 -6 -7 9 28 -10 10 -12 -13 -14 14 -16 17 -18 -19 19 20 -22 27 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.0020271707710525833 0.00080219830160592931 -0.0023496965855482241 -0.0031416451841065106 -0.0099708359425912697 0.011545173209422201 0.0056638046507194459 -0.0031896215718245006 0.0029684290191785362 0.017750898986797294 0.0040986266445109639 -0.017621974211432762 0.027912071160145609 0.0060964795985861539 -0.010131720406184146 -0.00038017659435377814 0.0073858903553118971 -0.019851716070084579 -0.033798230190121167 0.039446789716644413 0.097513671371363742 0.027240452759205704 0.029265811390770752 -0.035030081068499509 0.0095788343218666926 -0.034231311063079979 0.041404410632120081 -0.028906840402647578 -0.041658173979657438 0.0061266215717547534 -0.0030408083941581257
leaf_count=29559 91008 73772 4813 4905 1870 6389 9476 7515 2388 24833 739 264 3157 11594 6510 731 1399 179 214 61 554 398 564 588 204 117 135 85 3134 74776
internal_value=0 -0.012699 -0.022342 -0.00414901 0.000171007 -0.00360725 -0.010315 -0.028174 0.106508 0.037278 0.0712761 -0.0257978 -0.0525687 -0.0596442 -0.135023 -0.0426575 -0.0523495 0.128939 0.169383 0.367505 0.719944 -0.000598362 -0.158547 0.14362 -0.032034 -0.431997 0.125776 0.417855 -0.0412969 -0.0487707
internal_count=361931 332372 241364 141102 136197 134327 127938 92890 7465 35048 25572 5077 100262 97105 18104 79001 75171 3830 3651 1621 615 2030 1547 1006 792 816 252 483 85425 82291
shrinkage=0.05


Tree=3160
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 1016 830 346 1249 1040 43 647 590 759 713 834 730 783 934 514 603 660 8 710 691 21 639 567 1465 483
split_gain=33.3705 23.0653 22.7917 24.3984 22.1314 23.4642 22.006 21.8872 22.7738 27.1807 21.6824 23.0553 56.8485 21.4298 21.0985 20.7921 20.5399 27.7573 26.4674 25.8537 22.4114 24.4868 20.0887 20.0758 24.8131 20.0614 19.7944 19.7627 19.5633 19.7132
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.8227892136636004 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.2744972866152193 -0.87782724458594241 0.58895901036483078 2.7993186572179827 1.0000000180025095e-35 2.0780443506202029 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -1.298475463871557 0.76029184741838574 -0.3266635670241857 1.0000000180025095e-35 0.11942102837874842 -1.7658299547505127 0.66861085197629533 -0.038196892200372611
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 4 16 5 7 23 8 9 15 11 12 -3 27 -1 -2 17 19 20 -4 21 -18 -23 -5 -25 28 -20 -11 29 -16
right_child=1 10 3 6 -6 -7 -8 -9 -10 13 -12 -13 -14 -15 25 -17 18 -19 26 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012950243923671317 -0.00034295516504280558 -5.8388708593043763e-05 3.0806925940761466e-05 0.00014787236977122138 -6.0547424384901261e-06 -2.5143809831076672e-05 0.00045627415425250075 -0.00019964624052705755 -0.00021394699816146647 -0.00074671475090883337 -0.000284563569724945 -6.4357849814450981e-05 0.00043654350144469557 0.00076107409938071951 -0.00013850365719685778 0.00094314892456470235 0.00015623323202296723 -7.5283950545197503e-05 4.4305799252008744e-05 0.00039567356515451995 -3.4363180852827657e-06 -0.00044819334361212416 0.00060492329629574938 -0.00044726972869778075 0.0001628408803706278 0.00011918070166478648 -0.0003143068765994839 6.7274571843474225e-06 0.0001957470034000325 5.5166735550126416e-05
leaf_count=3144 2747 4660 6880 5486 103001 45923 894 14802 6707 366 4157 89769 1349 210 4612 95 2134 17685 2668 1041 1982 101 996 642 573 15127 1064 16440 1893 4783
internal_value=0 -0.0266232 -0.0153249 0.0302262 -0.0264325 -0.0566009 0.138321 -0.108705 -0.0661824 -0.0261818 -0.0606448 -0.0543323 0.0856475 0.00741468 0.0505299 -0.299079 0.00466707 -0.0276894 0.0935465 0.0802768 0.190933 0.292703 0.539706 0.0984815 -0.156266 0.0692128 -0.0490297 -0.00314412 0.00090345 -0.0395357
internal_count=361931 332372 232437 42146 190291 87290 7595 41367 26565 19858 99935 95778 6009 17016 29559 2842 34551 25606 8945 7921 5213 3231 1097 6701 1215 26415 3732 16806 11288 9395
shrinkage=0.000980392


Tree=3161
num_leaves=31
num_cat=0
split_feature=1361 1436 1469 953 131 148 690 217 363 759 495 69 785 651 927 1002 858 1071 1188 1038 1189 487 760 582 765 430 672 1327 614 361
split_gain=15.7664 37.9772 25.2763 21.334 21.792 25.4435 21.1432 23.2922 22.8552 23.0943 20.4759 20.4524 19.4931 19.6312 29.3514 29.4132 23.4855 23.428 26.2307 23.2128 20.7982 20.6466 20.3487 20.1307 24.8243 20.1054 19.7779 21.2248 26.8635 20.2782
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0000000180025095e-35 1.0000000180025095e-35 0.88662449498432883 0.24897808938719326 -0.88489015785277292 -0.61919715547465015 -0.39309647238245943 -0.87365293621838236 3.1285694838336622 -0.86283290253235112 1.1107569744011787 1.0483613175537825 -0.32459312438081372 1.0825608069246189 1.0000000180025095e-35 -1.1771412738941585 1.5518648370371935 -0.80704483853419429 -0.84293888101401304 -0.40683337565085709 1.0844420916666788 2.9689294119873844 2.4556491556804949 1.0000000180025095e-35 -0.9950666366679789 1.096557219065641 0.61225945385260394
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 11 -5 8 9 -8 -3 -6 -2 -14 15 16 23 -17 22 25 -21 -18 -19 24 26 -20 27 28 -15 -28
right_child=12 10 3 4 5 -7 7 -9 -10 -11 -12 -13 13 14 -16 17 21 18 19 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0039808112268740333 0.0040836778164248582 -0.0043589591668246044 -0.0062289726750851971 -0.012753479178122347 -0.00090027753025698491 0.015463155292699024 0.11266956318921258 -0.0033069417631372972 0.0049131473702359388 0.017715690914801872 0.00083312755363754989 0.061884431515052019 0.0003880584637108103 -0.033842898360353271 -0.011849088876444251 -0.0012149314434774341 0.018549889281017196 0.029058062973336019 -0.02254187881404536 -0.039856720537334051 0.0096626377757440887 -0.018230285051662826 -0.015911368672123938 0.019278476375141615 -0.058374667031755173 0.044863506762136358 0.0071441793967136312 0.0022401893386922475 0.082602016969795355 0.033729040385381936
leaf_count=4299 14908 14944 53427 4460 8742 1416 62 2043 226 73 74385 58 160414 403 4056 6741 233 290 2468 137 579 1069 240 1095 95 46 1744 2820 25 433
internal_value=0 -0.0261543 -0.0744172 -0.0905853 -0.0222603 0.0372368 -0.142284 0.0430681 0.600514 1.32655 0.00311305 -0.00860671 0.00539836 -0.00123368 -0.0627954 -0.0255119 0.0775512 -0.102173 -0.243095 -0.31742 0.0261964 -0.214395 0.22138 0.128211 0.0704041 -0.420555 0.0885531 -0.020275 -0.515068 0.255439
internal_count=361931 164135 74806 70507 17080 10216 6864 2404 361 135 89329 8800 197796 182888 22474 18418 7917 10501 3760 3230 716 1302 530 6615 5520 2514 5425 3248 428 2177
shrinkage=0.05


Tree=3162
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 683 1462 800 967 1043 1097 858 1434 1429 185 1463 1095 126 1451 1311 1450 830 1462 376 556 1459 89 355 1180 1 567 705
split_gain=23.4581 45.8754 35.1545 26.432 27.1085 23.6295 21.4888 29.736 20.9796 20.6997 21.6982 21.2479 20.2854 20.032 26.4017 19.8051 27.0082 21.252 23.6749 29.2398 22.6236 23.4411 23.2916 22.1336 24.6934 21.8913 20.9823 20.7381 21.9994 20.7194
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -0.45360691579634166 1.8461117166573322 -0.57812715656594349 0.10708201222719889 -0.30750052671849426 -0.95342879297703587 1.0825608069246189 1.0000000180025095e-35 1.13172262110474 3.1373421979546916 0.94170239728407068 1.0000000180025095e-35 0.70880289725806289 1.2696954125804041 -1.1650833685925381 -0.49083279118224338 -0.49733437017734677 0.46541324990069172 1.8828081291110934 0.5834999718291386 -0.33635779137711869 -0.65550126002963893 1.3367433690937329 1.9872037219500813 -0.82487681773437493 -1.5057165389362448 -0.064995590440889636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -2 12 -5 10 11 13 -8 -4 -15 26 17 -17 23 27 21 -21 -23 24 -19 -25 -7 28 -20 -27
right_child=5 3 9 8 -6 15 7 -9 -10 -11 -12 -13 -14 14 -16 16 -18 18 19 20 -22 22 -24 25 -26 29 -28 -29 -30 -31
leaf_value=8.2756592563124577e-05 7.9961538327533404e-05 -9.5568384592942146e-05 -0.0001695592359105407 -8.8791143049086463e-05 0.00024264412191802776 -1.9051863282748578e-05 -0.00021615981588037485 4.2392483297289433e-05 2.9929801496181017e-05 2.0536621928668475e-05 -6.5788126910939495e-05 -0.0003417546963432502 0.0014705748939913936 9.9179965189297227e-05 -0.00063740495275701776 -0.00018105157163675534 -0.00017683328133627352 0.00015224830889800598 0.0019115867839008629 0.00019570780907293185 -2.1462114405845304e-05 0.00083355606872520147 -0.00019967946324369796 3.6796137893135527e-05 -0.0002333732783580802 -0.00018030508717073007 -0.0001533531643203219 -0.00010325345695418346 0.00024358644330775862 0.00082127510355345769
leaf_count=4504 26418 26241 30367 10417 1347 125613 3856 7506 51413 5888 23083 7000 32 3279 567 1765 2285 965 40 8079 1911 442 144 4677 2931 145 6993 3351 385 287
internal_value=0 -0.0394344 -0.0919261 -0.00736804 -0.0771581 -0.00115281 0.0479995 -0.0339723 0.0150172 -0.111215 -0.128026 -0.171118 -0.2037 -0.146387 0.0310991 -0.0135469 0.0384265 0.0592475 0.0753419 0.128929 0.182772 0.228906 0.638294 -0.0116545 -0.135393 0.0807504 -0.0258483 -0.0438759 0.408222 0.537826
internal_count=361931 164106 74688 89418 27588 197825 37812 11394 61830 70184 64296 41213 3888 34213 3846 160013 27407 25122 23357 14352 10576 8665 586 9005 3896 5109 132606 3776 425 432
shrinkage=0.000980392


Tree=3163
num_leaves=31
num_cat=0
split_feature=785 728 647 590 967 207 427 791 519 138 1182 725 921 990 965 896 1457 705 697 467 6 148 773 622 1249 934 672 11 273 972
split_gain=26.3384 23.7012 21.9792 56.3174 21.3963 26.8604 25.7063 22.8376 37.0586 28.5201 25.023 23.4634 49.9824 35.1389 30.74 28.5525 27.534 25.3912 23.434 23.8887 23.9604 23.3264 22.3689 23.5947 22.2862 23.1258 22.0914 22.0035 21.3971 21.3059
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.3545109027618707 -0.018020016259858058 -1.2544068337130054 1.0000000180025095e-35 0.65569131416984383 -1.220883620063858 0.16200095082984103 1.0000000180025095e-35 1.0525743831388839 0.65656536832909496 0.10980254379742337 1.1780070679743837 4.7787224532167558 0.42325249380490987 1.6146804744781753 1.0000000180025095e-35 -0.63703759295199791 3.7774849719409711 0.17253292114734914 -0.77226056886422978 0.50998210523151932 1.0000000180025095e-35 2.8708663628362854 1.6655681023357392 0.62477286596990156 1.3843078877452264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 -2 11 10 -10 18 14 16 15 22 -14 17 -13 19 -9 -21 -22 24 -24 25 27 -7 -8 -28 -19
right_child=1 2 -4 -5 5 26 7 8 9 -11 -12 12 13 -15 -16 -17 -18 29 -20 20 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=4.5006891381128282e-05 -8.929947543605004e-05 -6.3522491338231988e-05 -6.6879489402356458e-05 0.00042498112817578092 -0.00015069974899761194 4.8869828064337318e-07 0.00032305448499358688 1.11446749468337e-05 -0.00025769508829560792 0.00018020370175144144 -6.0848922744558881e-05 -0.00010751933087639886 5.8294918036199429e-05 0.00026014718324556972 -3.615878597654922e-05 -0.00031269390806050706 0.00043056774112606425 -1.3850566351846612e-05 -0.00024441174596307179 0.00030965743435672389 6.9573097275322488e-05 0.0015231941057813868 -0.00022964979810508228 7.5724309834001536e-05 -1.5330007980459823e-05 0.00011092241189138041 0.00030485585465288317 0.0010869003800015973 0.002713265966366586 -0.00016657711671821092
leaf_count=29559 20781 4821 93730 1384 13416 9858 2976 17813 746 9498 16988 30210 9758 3651 13787 1122 459 50638 1460 3017 8026 47 1447 5978 2347 3233 99 154 33 4895
internal_value=0 -0.0227852 -0.0573327 0.0781127 -0.0113166 -0.0809362 -0.00447335 0.0027849 0.0402005 0.153919 0.011587 -0.0133928 -0.0299091 0.0861388 0.0405409 0.0235854 -0.051268 -0.0545645 0.0489236 0.0619368 0.143583 0.0807318 0.104837 0.017385 0.180657 0.243489 0.0108884 0.373101 1.20733 -0.0273268
internal_count=361931 332372 99935 6205 232437 23406 209031 188250 57595 10244 47351 130655 100733 14531 29922 10880 86202 85743 30363 28903 11090 8073 16135 7425 8710 6363 9990 3130 132 55533
shrinkage=0.000980392


Tree=3164
num_leaves=31
num_cat=0
split_feature=785 728 519 727 382 181 706 967 46 901 789 422 89 779 21 972 978 1188 858 21 706 649 1104 49 1458 980 838 827 620 209
split_gain=37.0373 27.8812 27.0302 35.6208 28.7796 28.6662 25.9096 25.9557 24.8424 27.7888 24.4835 22.1482 28.8518 27.5853 27.2279 22.6215 23.2696 22.1372 22.0364 21.5473 21.5091 24.2036 21.3796 20.7252 20.6973 20.682 22.1656 20.6652 20.3878 20.0694
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.2757743684523109 1.5343909308640491 1.0000000180025095e-35 -0.50163721312144471 1.1248358748350926 -1.2415873250643052 -0.79801254064409199 0.13224400543380457 -0.70163543588998201 1.4079901579600185 -0.86739898370003232 1.633571908596829 1.0825608069246189 1.0000000180025095e-35 1.0455881621042182 1.0000000180025095e-35 -0.43688756610038687 1.0000000180025095e-35 7.4645545680660215 1.114765214040659 1.7160454171542312 -0.36836247429892682 0.16760437365778322 1.3315602333802148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 20 10 6 7 11 -8 -10 27 12 13 -2 22 16 -16 -9 25 28 -4 -22 -13 -11 -24 26 -6 -5 -3 -29
right_child=2 19 3 4 18 -7 8 17 9 23 -12 14 -14 -15 15 -17 -18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00014608181934731677 0.00026565027143991398 6.5461580785524683e-05 -0.00012638180971650298 9.7747154830946971e-05 0.00014042686746888055 -8.6791330023242014e-05 -2.7023694794440706e-05 -0.00015434889735759592 -2.2476593802194755e-05 -8.2700491967040014e-05 -5.9095855202622046e-05 -3.0177169697609854e-06 -0.00020157497400276737 -0.00028190526341455475 -0.00010381488334164215 -0.00013655506752785281 2.6030092351772419e-05 0.00034072906227988926 -0.00034330628057924927 0.0001233824920200103 -0.00013595058682469113 0.00027366995289362261 0.00015105692640936813 -0.00020910715549256811 -0.0011849729837204942 -0.00024319865247097154 -0.0005063322302973816 0.00040898418526277852 -0.00012474576421005147 -0.00015940674083721564
leaf_count=3396 1607 7332 6791 1965 4006 65942 91713 8084 19167 17848 1127 7923 6511 796 8365 5524 48403 441 645 15031 1181 1475 12503 15982 45 812 237 2987 3800 292
internal_value=0 0.0488959 -0.0322436 0.0392516 0.110618 -0.0385147 -0.0281734 -0.00113883 -0.0490399 -0.0936651 0.205783 0.00919013 -0.111391 0.106209 0.0191255 -0.00294811 0.0097355 -0.126736 0.00517224 0.0716024 -0.0634149 0.101315 0.0913448 -0.14031 0.147974 0.050754 0.108153 0.266827 0.000240573 0.367672
internal_count=361931 29559 332372 21518 12071 310854 244912 100202 144710 52997 6371 91677 8914 2403 82763 62292 56768 8525 5700 26163 9447 2656 20471 33830 12548 5055 4243 5244 11132 3279
shrinkage=0.000980392


Tree=3165
num_leaves=31
num_cat=0
split_feature=785 728 712 647 590 967 207 427 791 519 138 1182 697 467 6 148 725 921 990 965 896 1457 705 773 622 1249 934 11 672 488
split_gain=31.3424 23.184 22.6096 22.3253 55.8442 21.8232 26.7973 26.2754 23.6991 37.6746 29.0224 25.2199 23.538 23.9983 23.7631 23.5653 22.9875 47.4143 35.0582 31.4045 28.475 27.2903 26.2563 22.6658 23.5745 22.3826 22.5634 22.0861 21.7684 21.7423
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.63779424894106762 -0.87782724458594241 0.58895901036483078 1.3545109027618707 -0.018020016259858058 -1.2544068337130054 1.0000000180025095e-35 0.65569131416984383 -1.220883620063858 0.16200095082984103 1.6146804744781753 1.0000000180025095e-35 -0.63703759295199791 3.7774849719409711 1.0000000180025095e-35 1.0525743831388839 0.65656536832909496 0.10980254379742337 1.1780070679743837 4.7787224532167558 0.42325249380490987 0.17253292114734914 -0.77226056886422978 0.50998210523151932 1.0000000180025095e-35 1.6655681023357392 2.8708663628362854 -0.79771942582300526
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -3 7 -7 -2 16 11 -11 12 13 29 -15 -16 19 21 20 23 -19 22 -18 25 -25 26 27 -9 -8 -10
right_child=1 3 -4 -5 -6 6 28 8 9 10 -12 -13 -14 14 15 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013363148038739056 -9.2364437393006226e-05 -6.3678995295986249e-05 6.8114305955617102e-05 -6.8720832159404894e-05 0.00042243984624423564 -0.00015345308407718779 -2.5573446349549157e-06 0.00031950502345014757 -0.0001514921152007682 -0.00026152790086636903 0.00017979022247364038 -6.2791438660720326e-05 -0.00024637778194788469 0.00030739110587481251 6.8369573085527556e-05 0.0015277236611028217 -0.00011007482301018717 5.3081520890070716e-05 0.00025464737882384181 -3.9930062414955466e-05 -0.0003170212269049722 0.000426455925431661 -2.8050444410821315e-05 -0.00023224762538608983 7.2756377548917456e-05 -1.7524690649971309e-05 0.0001107009502374256 0.001084182018556252 0.0011684002359175515 4.5775129225273875e-05
leaf_count=3225 20781 4821 26334 93730 1384 13416 9858 2976 3683 746 9498 16988 1460 3017 8026 47 30210 9758 3651 13787 1122 459 55533 1447 5978 2347 3233 154 132 14130
internal_value=0 -0.0250059 0.049809 -0.0591403 0.0772889 -0.0136709 -0.0839066 -0.00676349 0.000573068 0.0386617 0.153246 0.00983285 0.0472941 0.0603311 0.142112 0.0795535 -0.0158941 -0.0322318 0.0807412 0.0374427 0.0183221 -0.0530148 -0.0562935 0.102389 0.0144417 0.178667 0.241607 0.369538 0.00771522 0.00968044
internal_count=361931 332372 29559 99935 6205 232437 23406 209031 188250 57595 10244 47351 30363 28903 11090 8073 130655 100733 14531 29922 10880 86202 85743 16135 7425 8710 6363 3130 9990 17813
shrinkage=0.000980392


Tree=3166
num_leaves=31
num_cat=0
split_feature=253 1465 1465 21 1452 1465 1453 1463 1452 1457 1454 1450 955 1465 1452 1467 1455 606 81 1451 397 1458 1459 822 1467 1449 1467 1465 21 1464
split_gain=16.0796 18.3685 40.4461 31.0969 26.2933 52.6112 41.9642 46.1118 34.8558 45.4266 32.6634 34.2169 30.0403 39.4082 39.2576 32.9805 29.023 28.1672 27.9801 27.2815 27.2786 31.738 26.3911 25.7192 25.0504 38.0453 35.0341 34.0817 70.7675 29.0789
threshold=1.0000000180025095e-35 0.37973282798721492 0.42261052687510853 5.6334739196327623 -0.63504016340352343 -0.20798260678681882 0.95496318747388242 0.97777839282527668 -0.6197434389686084 0.098295273847439121 -0.37563712202834865 0.95337257963916655 1.0000000180025095e-35 -0.41120921193798426 0.85148356494928035 2.7970633290015203 0.75934798726561159 1.0000000180025095e-35 0.1879894914200555 -0.10843678457706492 1.0000000180025095e-35 2.0863113560201221 1.2659885913983882 -0.32976271838971294 -0.44899544734167229 -0.56797895469754189 -0.42730338151659453 1.0024257381604242 1.5676574675808517 -0.30759560755985199
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 20 7 10 9 -6 -7 -12 -10 14 15 -14 19 -15 -9 -8 21 -1 -23 -16 25 27 -26 28 29 -4
right_child=-2 2 24 -5 8 6 16 18 12 -11 11 -13 13 17 23 -17 -18 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0054468279577891713 -0.001547341942321511 0.01845396641926686 0.037200786741584238 -0.10677503613828968 -0.025391452008852185 -0.0040844529042675859 0.049169938390334261 -0.00012838819878923996 7.5888107223473172e-05 0.012847368320280035 -0.013722710319655749 -0.046913787273510268 -0.005550355107226723 -0.0060229883097134961 -0.024348093778011757 0.049660235942834308 -0.0062768374859749872 0.0032579027472305678 0.0327044325301225 0.01143968939784441 -0.001495379983841561 0.038875188971132436 0.0014637055806948807 -0.0014212949118777253 -0.03743366499930368 0.00086935249672179943 -0.00043459933149125169 0.0027952529967821861 -0.02970193730674648 0.015507330836458555
leaf_count=22556 130126 2042 1092 22 1813 6000 272 858 94072 562 3702 466 16254 7670 3270 113 806 11796 473 842 7568 538 310 994 357 14144 27434 3343 367 2069
internal_value=0 0.00269398 0.0399342 0.339902 -0.00836667 0.0391651 -0.0814408 -0.136183 -0.0244554 -0.313678 -0.192102 -0.349102 -0.0197639 -0.075606 -0.152066 -0.100135 0.218666 -0.00171417 0.245526 0.432644 0.0893352 0.12659 0.510842 -0.37259 0.0267305 0.0849011 -0.0172957 0.218633 0.366788 0.466325
internal_count=361931 231805 50870 2064 180935 44391 13419 11499 136544 2375 10168 4168 134169 40097 20631 16367 1920 19466 1331 1114 30972 23404 848 4264 48806 21015 27791 6871 3528 3161
shrinkage=0.05


Tree=3167
num_leaves=31
num_cat=0
split_feature=785 519 727 728 962 652 382 507 816 665 789 689 590 579 705 1307 760 590 900 51 858 712 1450 392 332 1463 695 689 491 363
split_gain=41.7612 31.6411 38.9633 35.0975 37.1285 35.5226 31.7333 30.5433 28.6555 30.2792 27.6771 25.2205 25.5161 26.1583 24.9699 33.01 24.5582 24.4078 24.5717 23.3146 22.9238 22.633 22.2011 24.4959 23.3622 25.1062 22.1461 22.0581 22.197 22.1049
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.3714217264408297 -0.98896428961744431 1.0000000180025095e-35 0.65809631222906606 0.98567350059335823 3.0858555402564884 1.1248358748350926 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 0.89008618839080589 0.75817053060304118 -0.35315847874617967 -0.67541201360492764 1.9875429619987057 1.0000000180025095e-35 1.0825608069246189 -0.63779424894106762 -0.35262914890079794 4.2575473192899809 1.0000000180025095e-35 2.5037573391015755 -0.33888244088082226 -0.28520964294034162 1.5923885063818013 1.0434451257977331
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 3 -3 7 5 17 10 26 9 14 -4 12 13 -9 -7 27 -15 -5 -19 -14 -8 -1 -10 24 25 -24 -2 28 -16 -29
right_child=1 2 6 4 -6 8 20 11 22 -11 -12 -13 19 16 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00012702341700813571 -4.4567262997744305e-05 -5.8695038975802362e-05 0.00028105700713157818 0.0001849510567905809 -0.00012323230583061607 -8.490569013596094e-05 5.6773672766576945e-05 0.00011874382748240929 -5.3142054514259047e-05 0.0002401428030397606 -5.997134641531968e-05 -0.00015124351995042106 5.6148300976516833e-05 0.00015241833912077422 -8.9813348567207964e-05 -0.00015021228718880742 0.00058398835149502213 -1.2145966727083309e-05 0.00028079294868429673 -0.00058764688292288936 -0.00034433560238470871 7.4673069833982355e-05 -1.062800785691155e-05 -0.0012010902285124218 0.00013128160013236038 -0.00098043797136918107 5.8798642962523624e-05 0.00010908449730252266 0.00032782725387007984 -0.00021917428362484449
leaf_count=3225 34595 9447 5244 4360 45029 116558 5055 5619 15848 1404 1127 1511 808 1023 7874 7715 1179 20899 1347 391 645 26334 8653 84 8426 147 14057 11695 531 1101
internal_value=0 -0.0296359 0.047721 -0.0364288 -0.0494239 -0.0382876 0.122226 0.0123633 -0.0506868 -0.0659779 0.221988 0.115804 0.15654 0.200521 -0.0697471 -0.0117183 0.390879 0.0368226 0.00707663 -0.134708 0.0114682 0.0565541 0.00655498 0.0594968 0.0646671 -0.0271855 -0.0129994 0.028881 -0.0591582 0.0849947
internal_count=361931 332372 21518 310854 251671 206642 12071 59183 180036 146878 6371 10531 9020 7821 145474 28916 2202 26606 22246 1199 5700 29559 33158 17310 17226 8800 48652 21201 8405 12796
shrinkage=0.000980392


Tree=3168
num_leaves=31
num_cat=0
split_feature=681 1312 831 395 842 357 755 565 1381 1193 1296 971 1462 189 1048 354 552 148 707 42 69 775 1248 848 1120 482 693 1249 693 859
split_gain=16.0525 17.7596 22.0087 20.8012 19.3916 22.4954 18.6477 18.2755 20.4455 19.0557 27.4307 18.7212 18.0562 19.2888 24.3665 26.8786 17.9877 18.4999 22.7721 17.8225 17.7475 17.5492 17.7968 17.4832 17.4177 20.2005 17.2828 17.2661 17.2142 16.5611
threshold=1.0000000180025095e-35 1.1621068178089715 -1.7549348092731938 1.0000000180025095e-35 -0.57193653166191083 0.54748397764152334 -0.66323948427984658 1.5293581788888042 -0.34681010221313763 -0.16976093850076951 -0.43652631067203845 2.5965641137924291 1.1061400540281336 3.5558413300187808 -0.73822814634108769 1.708503469634385 -0.93526495721329617 -0.69347315701681722 1.9647120184649853 1.2787353126376195 -1.5628152980745293 1.4559532807586273 -0.42215726537333526 -0.67926771730065372 0.96640574361078746 0.66309411697659615 0.67067895867845484 -1.1387759505284709 0.85078341522145451 -0.54135187694831066
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 12 5 6 -5 8 -4 10 -10 27 13 -2 15 -15 17 18 -8 21 -7 22 28 -9 25 -25 -22 -12 -14 -30
right_child=1 2 7 4 -6 20 16 23 9 -11 11 -13 19 14 -16 -17 -18 -19 -20 -21 26 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00013598389532029542 -0.0073717474203474466 0.037934818158094449 -0.024759656502790814 0.011057591205494981 0.0031619371040862115 0.062563909304876583 -0.0053093630425993495 -0.053603778966129924 -0.017428479836913296 -0.016906329749868221 0.080827861916785204 0.12844208983316432 0.039755174592187068 0.0031190819968086123 -0.0032550130272298063 0.31691198445887281 -0.0007728723797891826 -0.033150023046679071 0.13553857330033051 -0.035082295112183422 -0.03369707329483989 -0.040062859850921 0.002030562038177126 0.065580639108046346 -0.050768922779950987 -0.028501125410876404 0.0023930140129947148 0.010039126364685298 0.03477998357941451 -0.058409821177913948
leaf_count=316432 16985 252 1974 1174 13629 50 415 62 807 2216 49 21 533 22 77 20 2918 805 21 179 841 128 876 165 45 68 253 789 56 69
internal_value=0 -0.0554061 -0.198092 -0.0359913 0.0144189 -0.104494 -0.032495 -0.228049 -0.268413 -0.139285 0.0761325 0.3786 -0.109114 -0.141791 1.54449 3.78363 -0.125055 -0.407095 0.0368274 0.130843 -0.425862 0.20841 0.277253 0.380081 0.639882 0.907576 -0.485328 0.310064 0.595434 -0.259757
internal_count=361931 45499 6448 39051 20106 6477 5333 6196 5856 3882 1666 859 18945 17104 119 42 4159 1241 436 1841 1144 1662 1534 340 278 233 1094 838 658 125
shrinkage=0.05


Tree=3169
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 660 21 126 906 789 545 797 907 583 639 550 965 858 1450 138 219 941 813 484 566 814 706 649 410
split_gain=23.956 23.0964 34.8704 27.7403 26.4117 31.9992 30.0495 26.9299 27.5657 29.1922 23.9751 23.917 23.5646 24.3287 23.4419 25.8489 24.6823 24.4806 22.644 22.5311 25.442 22.9294 21.6683 22.012 22.937 21.6116 21.5571 21.5282 24.0376 21.3876
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 0.70880289725806289 -0.12598777323505009 1.1248358748350926 -1.0372938969678034 0.63961785378869596 -0.31979344933548404 -0.55326332990463356 0.11942102837874842 0.29966714842153758 0.1463002810917281 1.0825608069246189 -0.68105566923231198 -0.44390300095582519 0.26753349875916671 1.9607587081991176 3.0233829522501328 -0.80856081684158221 2.1059719136688364 1.0187812850078712 1.0455881621042182 1.0000000180025095e-35 -0.68870711829782627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 27 10 14 6 11 -8 9 22 -4 26 13 -13 16 17 -2 -16 -5 21 -21 -10 23 -9 -25 -7 -6 -3 -29 -15
right_child=1 2 3 18 5 25 7 8 19 -11 -12 12 -14 29 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.4226858303857214e-05 4.1221652159113087e-05 -0.00011948262284612115 0.000265449500341691 5.7955881307662011e-05 -4.8810729369652276e-05 -8.692292120369787e-05 0.00024294214602743543 -4.3283843806239425e-05 2.8174356876284937e-05 -0.00010837500712825548 -5.2391875602351875e-05 0.00013978219478195527 -6.8808384771793849e-05 9.9330493625257842e-05 7.2505392205751787e-05 -0.00011532521729653162 0.00024430042621486492 -5.8028009197658491e-05 -0.00034133292663243036 -8.4247188036792945e-05 9.64613071194035e-05 -0.00024532921839592176 0.00017356698528134138 -0.00078767486600328637 0.00047898003837432081 0.00010111828769244245 -0.00045132096693048171 -0.00012844028397960406 0.00028100018255112629 -6.9146101548111342e-05
leaf_count=29559 16470 6791 5244 5055 7068 82198 2028 47283 3230 44747 1127 13709 6214 6526 16348 11228 2851 12286 645 5039 15572 2897 2353 88 621 3066 953 1181 1475 8079
internal_value=0 -0.0203979 0.0458454 0.116549 -0.026229 -0.0375578 -0.0199439 -0.0392499 -0.0434862 -0.0636042 0.210179 0.0310328 0.052903 0.0795577 0.0161933 -0.0167077 0.0777065 0.0172314 0.0128298 0.0192981 0.0542746 -0.102336 -0.0259753 -0.03761 0.35034 -0.079443 -0.0993553 -0.0561062 0.109136 0.0141699
internal_count=361931 332372 21518 12071 310854 251671 166407 123858 121830 95092 6371 42549 34528 28314 59183 39862 19321 28634 5700 26738 20611 6127 50345 47992 709 85264 8021 9447 2656 14605
shrinkage=0.000980392


Tree=3170
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 660 126 789 906 21 1450 138 545 507 941 590 579 760 797 907 219 1121 706 355 813 484 858 814 410
split_gain=26.1495 23.8707 36.2714 29.2887 28.1712 32.2323 31.0236 27.3442 25.6771 25.4352 26.0294 24.2751 26.2626 24.2 24.1487 24.0622 23.6747 24.9923 24.5774 23.6029 24.4036 22.8484 22.6579 22.2196 25.1084 22.0964 22.9669 21.7612 21.5614 21.491
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 0.70880289725806289 1.1248358748350926 -0.12598777323505009 -1.6471741456694959 -0.68105566923231198 -0.44390300095582519 -1.0372938969678034 0.65809631222906606 1.9607587081991176 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 0.63961785378869596 -0.31979344933548404 0.26753349875916671 0.80106270623882148 0.85558832110916161 1.4218347872305723 3.0233829522501328 -0.80856081684158221 1.0825608069246189 1.0187812850078712 -0.68870711829782627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 23 8 14 6 13 9 -4 15 -11 21 -13 28 -2 25 17 -16 22 20 -15 -9 -19 -3 -25 -8 -27 -5 -6 -22
right_child=1 2 3 27 5 -7 7 11 -10 10 -12 12 -14 19 16 -17 -18 18 -20 -21 29 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=4.5006287871561775e-05 -7.1419927318744323e-06 -0.00013424504922663106 0.00027026682570962867 5.4606970163688635e-05 -5.1180389151540556e-05 -8.0533932040187213e-05 -4.4649856320562079e-05 2.3673062845501201e-05 -5.8738908643686381e-05 0.00029446779328125901 -0.00011142499295397106 -8.388174580282189e-05 9.8847164103783104e-05 0.0001383146506708787 7.2390597790622196e-05 0.00018197362075768507 -0.00015238855040338272 0.00019866044967697176 0.00046265127735276571 -7.0437939242424603e-05 9.789854569941887e-05 -0.00024849609743744056 -0.00062479791217197333 2.3385635549943799e-05 0.0006630230799918892 -0.00078899801045775669 0.00047819841990518359 -0.00033674290689272472 -0.00045342923211427619 -7.0922718700027656e-05
leaf_count=29559 48652 6191 5244 5055 7068 85264 47965 3266 1127 1072 44747 5090 15725 13709 6552 2379 1387 747 1655 6214 6526 2905 190 2965 291 88 621 645 953 8079
internal_value=0 -0.0225262 0.0447986 0.116904 -0.0284499 -0.0401402 -0.0224695 -0.0420706 0.213061 -0.0618687 -0.105117 0.0202194 0.0562815 0.0293114 0.0153524 -0.0269144 0.107397 0.14677 0.319001 0.0513116 0.0779778 -0.105657 0.047434 -0.059123 0.0849022 -0.0390821 0.349522 0.0103183 -0.101744 0.0125168
internal_count=361931 332372 21518 12071 310854 251671 166407 123858 6371 96872 45819 26986 20815 42549 59183 51053 10531 9144 2592 34528 28314 6171 937 9447 3256 48674 709 5700 8021 14605
shrinkage=0.000980392


Tree=3171
num_leaves=31
num_cat=0
split_feature=785 728 728 784 921 1022 647 590 1016 346 1249 1040 759 830 834 710 691 578 567 913 85 792 730 783 514 934 603 660 563 8
split_gain=36.8868 28.491 25.8875 23.7355 24.9495 24.3666 23.0411 60.3225 22.9692 23.1088 24.4518 28.5484 23.4854 22.006 20.8661 20.788 24.9333 19.9597 19.6582 19.3852 19.63 19.1831 19.1258 30.2771 27.3884 25.2942 22.6013 23.9448 19.8611 19.7888
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 1.8227892136636004 2.0780443506202029 0.76029184741838574 -0.3266635670241857 -0.87905496296652397 -1.7658299547505127 -1.0282579537198486 -1.3274107148674466 -0.87246257202899724 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 2.0405992520496379 -1.298475463871557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 22 8 7 -3 9 10 11 14 18 15 -2 -6 -17 -4 -13 20 -10 -21 23 24 -5 26 27 -24 -27 -29
right_child=1 6 17 4 13 -7 -8 -9 19 -11 -12 12 -14 -15 -16 16 -18 -19 -20 21 -22 -23 25 -25 -26 28 -28 29 -30 -31
leaf_value=-0.00013801378999339615 -0.00034973034681102632 -7.5607063435044784e-05 0.00022655020202749177 3.3281346436597673e-05 0.00014817901405857759 -7.9254505624369993e-06 -7.7813127235974789e-05 0.00042889240618331105 0.00019746670075305818 -0.00020554250086933783 -0.00022129250632537125 -0.00074530464936634262 0.00079918363526655179 0.00045553766319924568 0.00093293211792545665 -0.00045217687045317849 0.00015861420050731993 4.874032760904813e-05 6.0497192570609683e-06 5.3274114764528805e-05 -0.00020292163936569947 -4.7578787885391997e-05 0.00015072268302134974 -7.8225793926777149e-05 0.00040898366579738356 -7.7557142064860448e-05 -1.1303275391903482e-05 -0.00044884980393092939 0.00084355425482762021 0.00059425530575650369
leaf_count=3396 2747 4821 3407 6880 5486 103001 93730 1384 733 14802 6707 366 210 894 95 642 573 22756 16440 13657 5248 26285 2134 17685 1041 3635 1982 101 97 996
internal_value=0 -0.0305588 0.0504794 -0.0180065 0.0284369 -0.0293255 -0.0682778 0.069977 -0.0609237 -0.11237 -0.0687217 -0.0272631 0.00720118 0.137674 -0.30599 0.0978784 -0.160981 0.0723285 -0.00378895 -0.0303306 -0.156149 -0.0134952 0.0026224 -0.0285779 0.0841245 0.0882793 0.18333 0.285461 -0.050993 0.529419
internal_count=361931 332372 29559 232437 42146 190291 99935 6205 87290 41367 26565 19858 17016 7595 2842 6701 1215 26163 16806 45923 5981 39942 34551 25606 7921 8945 5213 3231 3732 1097
shrinkage=0.000980392


Tree=3172
num_leaves=31
num_cat=0
split_feature=733 785 705 1379 628 878 971 285 1184 64 1453 296 1433 769 75 1465 1452 156 1395 1092 1230 356 606 484 296 62 1306 138 1225 1362
split_gain=16.1264 17.0764 19.4905 17.472 17.1352 19.1539 18.4631 19.567 18.9543 18.7544 16.9985 21.4498 19.7586 22.61 23.4391 18.8103 25.0988 20.4756 19.8207 18.292 18.1305 17.4226 17.0152 18.3674 17.8609 17.207 16.3192 21.9232 21.2135 21.2105
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.0050352993931598944 0.39094954246061359 -0.78634859580967176 1.0000000180025095e-35 -0.66299992046052747 2.6674063323242971 0.98113467338610627 3.1684913338167013 1.1343281912642689 1.6064433562996305 3.9728629226440266 1.0560431585626431 -0.68260434882680732 1.1100324781922728 3.7880456279442689 -0.18274907069896532 1.4012187998606727 1.0127093791323547 2.3457019632811744 2.6129408474346367 2.1543936751333881 -0.97708188729107237 1.2460827872244771 0.82819470393479289 1.0000000180025095e-35 1.4541496542937984 2.3174979571665637 1.0087403405179345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 8 9 -6 -8 12 15 20 14 -14 16 17 18 21 -17 22 -12 26 -24 25 -25 29 -28 -29 -2
right_child=10 -3 4 -5 6 -7 7 -9 -10 -11 11 -13 13 -15 -16 19 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0050120106123671022 -0.00082722227325328433 -0.00034055418690784751 -0.0097418967029685704 0.0052710669505516448 -0.0073899457994128963 0.0071480008948011514 0.0095626034781915378 -0.064639730235537138 0.022925986580600959 -0.028621492243751573 0.012534918212006677 -0.021919231098396191 0.096529562366634097 0.11553987144071028 -0.012081780032695178 -0.0025921372987025831 -0.042606001484880113 0.0011782549185834631 0.047758973227754034 -0.052704941989920623 -0.019767306567872941 0.090741128308587451 0.070484599497431938 0.027380687340259963 -0.040846583932034553 0.00023038412191188633 -0.0084959132581136458 0.0071803986494670185 0.09777800819093195 -0.0088390119740046451
leaf_count=5577 37992 265405 1868 2864 1673 1643 10663 45 276 150 2184 522 46 42 141 1292 143 1986 241 115 959 34 49 458 106 797 15117 1036 36 8471
internal_value=0 -0.00117882 0.0539813 -0.0288697 0.100177 -0.0414688 0.137178 0.173678 -0.0579555 0.179788 -0.0439465 0.0718451 -0.0579261 0.704448 0.288908 0.109008 0.183093 0.213161 0.350984 -0.131783 -0.0606921 0.278685 -0.0548891 0.18709 0.133754 0.203363 -0.0625515 -0.140664 0.223776 -0.0390649
internal_count=361931 290164 24759 8441 16318 3511 12807 10858 1949 10813 71767 6517 65250 229 187 5995 4588 4445 2459 1407 65021 2218 64062 1410 1361 1255 62652 16189 1072 46463
shrinkage=0.05


Tree=3173
num_leaves=31
num_cat=0
split_feature=785 519 727 728 869 906 57 382 583 550 639 803 965 789 666 264 148 858 1105 706 355 566 667 144 728 827 1178 759 568 974
split_gain=28.5793 24.8809 35.8312 30.0513 32.9242 31.1806 32.3589 27.7104 26.0529 26.8605 26.7126 24.9724 24.4118 24.3912 23.94 38.2892 24.9573 23.1037 22.5148 22.1893 24.8875 22.1316 21.0273 29.2678 21.0122 20.8361 20.8193 20.9853 20.7544 21.7967
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 0.10039724912444258 1.4243427035504792 1.0000000180025095e-35 -0.55326332990463356 0.29966714842153758 0.11942102837874842 1.9682860324222273 0.1463002810917281 1.1248358748350926 0.45873907618427312 1.0406688472030448 -0.95831907027837293 1.0825608069246189 -0.029326454088390085 0.85558832110916161 1.4218347872305723 2.1059719136688364 1.0000000180025095e-35 1.2876145863397357 -0.49008176997875957 -0.36836247429892682 -0.36484740413557454 3.282677285995514 0.98114581867423356 2.7880706324053377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 3 19 8 5 11 -7 13 9 -2 12 18 -10 25 -13 -16 -17 -9 -5 -3 -21 22 23 -6 -1 -4 -20 -28 29 -14
right_child=1 2 7 4 21 6 -8 17 10 -11 -12 14 28 -15 15 16 -18 -19 26 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00012316996491965279 4.1786899870624253e-05 -0.00013379332000856186 0.00010068160220485893 1.4053094304110483e-05 -4.0102275836642437e-05 -8.4553762916982439e-05 9.3269304955498439e-05 5.8105309783436899e-05 7.0016081176562354e-05 0.00025356414458280852 -0.00011970098267447029 1.8153581043538544e-05 -0.0001143682578303108 -5.5059309640201204e-05 0.00040743802564511243 -0.0013090172896951752 -3.2539891247491371e-05 -0.00034500475186481834 -0.00013772144467016166 2.389667966092913e-05 0.00066048660677285858 9.7943604840134649e-05 -0.00014455089493963579 -0.00023892101612353278 6.5665492607065926e-05 0.00036488283586390231 -2.1795183338386533e-05 0.0011702912673146261 0.00014208950543473709 0.00068741310428516915
leaf_count=3396 16470 6191 1965 62802 41806 57229 5532 5055 16348 2851 11228 3538 10191 1127 1997 84 326 645 12874 2965 291 3066 35281 5111 26163 3279 21949 76 1959 136
internal_value=0 -0.0242072 0.0445065 -0.0302494 -0.0423147 -0.0244617 -0.0677943 0.116149 0.0149676 0.0798034 -0.0196662 -0.000947171 0.0148187 0.209677 0.133038 0.293853 -0.28789 0.0125394 -0.0103431 -0.0587485 0.0851452 -0.0847275 -0.0940336 -0.0619277 0.0472781 0.270726 -0.0595631 -0.0179959 -0.0614174 -0.103141
internal_count=361931 332372 21518 310854 251671 166407 62761 12071 59183 19321 39862 103646 28634 6371 5945 2407 410 5700 97701 9447 3256 85264 82198 46917 29559 5244 34899 22025 12286 10327
shrinkage=0.000980392


Tree=3174
num_leaves=31
num_cat=0
split_feature=677 878 1458 1453 1028 792 671 1460 1106 766 1234 764 309 841 388 1176 970 1310 1465 1098 1436 968 227 1023 1017 1112 897 132 421 220
split_gain=16.3309 36.319 35.3524 25.2765 31.2043 23.6463 28.7247 25.7652 26.8632 25.6397 24.1994 27.6122 24.528 21.8483 21.8085 21.4944 21.8191 22.2639 21.8761 21.3618 29.1558 26.0051 24.3553 22.5372 22.3577 21.1306 20.7499 20.749 21.4984 20.9402
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.6054386111478895 1.2041679343814773 -0.66275050977156291 1.0000000180025095e-35 0.66766422009387627 0.099810043912261961 0.15741691249480835 -1.3883648702739284 1.0000000180025095e-35 -0.95965444819604107 0.6142037854323662 0.58046816627995124 4.236852437249496 1.964243435261279 1.278368520573322 -0.46040602207087794 -0.47849995239157511 -0.65750918523183322 1.0000000180025095e-35 0.91308945407850983 -0.55224017993110508 1.0000000180025095e-35 1.0000000180025095e-35 0.65047722960685495 -0.33353309350276306 -0.35597889642441949 1.2079491167775287 -0.33166064347817759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 10 7 14 13 -8 12 -12 -2 -9 -7 -1 17 -17 -18 -6 23 22 -22 24 -21 -4 -24 28 -13 -30
right_child=5 -3 25 -5 19 6 9 8 -10 -11 11 27 -14 -15 -16 16 18 -19 -20 20 21 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.01284775413176429 0.0045320388151822866 0.00011651168426814575 0.018253332667569826 0.0031803556976621773 -0.0060589251361060645 -0.00085926809820569081 0.010673032483682994 0.0027470483023782242 0.0081152215088000461 -0.005052417226051817 -0.0056376731085663184 0.0060489377120065317 -0.0017659518699630302 -0.0079370184367962161 -0.041399338644177504 0.050204998465779596 0.18776867787287735 -0.015059465444466489 0.033696269431988585 0.010511843025362507 -0.010713957015100218 0.015207099997908674 0.017167456018244747 -0.0086117474631908723 -0.011516330177414416 -0.022742147363922861 -0.00021881132481801321 -0.0025063336616674794 0.0075862435027434566 -0.021160943295975818
leaf_count=19308 39076 89554 1468 6876 30712 64773 1283 10085 8276 22039 11059 10878 9509 3093 309 148 33 510 69 2517 1914 2046 1466 8838 1651 206 3015 9789 579 852
internal_value=0 -0.0266103 -0.0729199 -0.0829075 -0.0999475 0.00545893 -0.0156339 0.00340091 0.0687389 -0.0833728 0.0346884 -0.0136391 0.0658363 0.00465915 -0.0192741 -0.230011 0.290424 0.0679572 1.59029 -0.0734946 -0.0140537 0.0870146 0.00935236 -0.100043 0.0721876 0.266707 0.105232 0.0305777 0.0895877 -0.182538
internal_count=361931 170331 80777 79103 72227 191600 109858 86536 21454 23322 81742 33157 48585 13178 65082 20068 760 658 102 52159 21447 8441 6395 13006 4168 1674 4481 22098 12309 1431
shrinkage=0.05


Tree=3175
num_leaves=31
num_cat=0
split_feature=728 659 813 1161 487 49 690 230 1097 1108 83 203 73 762 4 13 500 908 1393 348 1040 332 770 761 984 1390 1469 275 43 252
split_gain=15.8666 18.5082 17.3821 16.9633 17.8241 16.8497 17.5471 17.5531 17.2463 19.6573 17.1969 26.2726 19.4511 19.0552 22.8014 20.734 19.4885 17.8762 16.9183 16.8093 16.6858 16.6042 19.5549 17.3453 18.43 16.5712 16.5329 28.4237 17.3076 17.1436
threshold=1.0000000180025095e-35 0.62821384419828064 2.1641256470006294 -0.92422161023524152 -1.0864725700777209 1.1349154245379338 -2.505024617274985 -0.33269906677267619 -0.95342879297703587 3.2797870530408519 0.45522040849687589 0.76899764363570677 -1.2486341800605449 -1.7436703288438886 -0.85222084505286289 0.59991863319227112 2.3266217170008665 2.9465061715740659 1.239400528816154 0.7640998761824439 -0.8740075305771694 1.0000000180025095e-35 0.93087039362365653 -0.3160010206196941 -0.55815253364634043 1.0817850441346624 -1.3263328046252252 0.4022431516292117 2.2744972866152193 0.46192366645804389
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 26 21 -5 6 7 25 9 -7 17 12 -12 -13 -15 16 -16 -10 -17 -11 -19 22 -4 -23 -25 -1 27 -2 29 -28
right_child=2 -3 3 4 -6 8 -8 -9 10 19 11 13 -14 14 15 18 -18 20 -20 -21 -22 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.029596555092956119 0.037607747183115124 -0.0021544325911517603 -0.02894082998935579 -0.02925670418220391 0.010983759980091681 -0.0076099841339021205 0.0009813536372270009 -0.00011495942269136648 -0.0030272272619818715 0.0098375554763341158 -0.037928632499097531 0.070112749257105408 0.012508049338928942 -0.041774788000430219 0.0015496483623673608 -0.045246670180001787 0.086579324464361562 -0.04839539889026169 0.055096157741879551 0.087833186891310921 0.064593935381815459 0.027314972968195655 0.048617199735042596 0.034240582536239281 -0.027296406891942439 0.015653015139896365 -0.00087018584217015684 -0.022440257833594712 -0.012118307915922319 -0.0045682604464362354
leaf_count=767 270 41024 534 151 2988 10110 182926 1139 12011 176 100 38 2926 259 814 204 38 29 21 41 82 225 49 65 226 136 73175 128 4333 26946
internal_value=0 0.00172495 -0.03391 0.103892 0.184182 0.0102218 0.0174634 -0.206261 -0.046724 -0.134219 -0.00396475 0.112525 0.219397 -0.160849 -0.209082 -0.0606191 0.108018 -0.0516395 -0.680943 0.588224 0.861965 -0.139482 -0.43944 0.117566 -0.231295 -0.454123 -0.0414101 0.380708 -0.0438657 -0.0383673
internal_count=361931 252841 109090 4238 3139 211817 184968 2042 26849 10327 16522 4400 3026 1374 1336 1077 852 12122 225 217 111 1099 583 516 291 903 104852 398 104454 100121
shrinkage=0.05


Tree=3176
num_leaves=31
num_cat=0
split_feature=785 519 727 728 962 872 382 831 689 816 507 959 797 623 421 789 705 689 590 579 760 689 967 1445 51 1182 1053 858 712 620
split_gain=37.8964 28.126 39.2677 32.2759 35.361 33.2289 30.0414 29.6381 28.199 27.9249 26.9482 26.8116 25.5445 25.5375 25.8121 24.3863 23.9156 23.8003 24.8942 26.5075 24.2779 23.7073 29.2422 28.0878 23.6551 23.47 27.0744 23.3513 22.6485 21.9128
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.3714217264408297 3.0757328524286596 1.0000000180025095e-35 2.0523937188146193 -1.1110989058077336 0.98567350059335823 0.65809631222906606 0.84086088814742543 1.0000000180025095e-35 1.9538269969423816 2.6287012352426902 1.1248358748350926 0.74446833870346218 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 -0.35315847874617967 -0.28520964294034162 0.26349942796822362 1.6380901172106308 1.0000000180025095e-35 0.31141809228148148 0.23544243172392401 1.0825608069246189 -0.63779424894106762 1.1734518836084071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 3 -3 10 5 7 15 8 11 13 29 -5 -13 14 16 -4 25 18 19 -12 -21 -18 23 -23 -20 -10 -27 -8 -1 -2
right_child=1 2 6 4 -6 -7 27 -9 9 -11 17 12 -14 -15 -16 -17 21 -19 24 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00012935307438513891 7.4154359664465249e-06 -6.1613414790405183e-05 0.00027269187750883131 7.3797344057429043e-05 -0.00011892525868407551 0.00019086299618587528 5.8004626404506372e-05 9.1643666440838025e-05 -7.3001431284464211e-05 8.6516392721551353e-08 0.00011055958375416656 1.7604277852197111e-05 -0.00020707179844103074 5.7758248334591529e-05 -0.00038815099036012792 -4.7639429739424963e-05 -0.00010990597135096337 -0.00014987562319445437 5.3905511899292276e-05 0.00014717648207997555 0.00057630507806216182 8.3154311615989086e-05 -0.00014464949792081176 -0.00024405640808970597 -0.00059470616332457605 -0.00011441524884396009 -0.00029332269258277357 -0.00034697157579840809 7.2523961512676075e-05 -0.00013309695424992029
leaf_count=3225 41921 9447 5244 17660 45029 2766 5055 7652 65372 31704 5619 6388 4358 7013 1822 1127 11174 1511 808 1023 1179 14956 4779 1811 391 21294 7893 645 26334 6731
internal_value=0 -0.0278439 0.0451297 -0.0342567 -0.0467356 -0.0358643 0.120035 -0.0396502 -0.0455942 -0.0574747 0.0125585 0.0206059 -0.0692949 -0.0734333 -0.0815406 0.217277 -0.0778795 0.109719 0.149264 0.192689 0.384325 -0.0265604 0.0164601 0.0580582 -0.138529 -0.0989012 -0.159965 0.0122607 0.0543315 -0.0112954
internal_count=361931 332372 21518 310854 251671 206642 12071 203876 196224 167818 59183 28406 10746 136114 129101 6371 127279 10531 9020 7821 2202 32720 21546 16767 1199 94559 29187 5700 29559 48652
shrinkage=0.000980392


Tree=3177
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 938 803 1052 791 712 564 744 1149 896 797 789 507 666 609 590 579 760 470 490 1121 858 706 649 782
split_gain=26.0209 25.596 35.1541 27.1084 26.346 34.2078 30.0692 30.2161 24.8217 24.5083 38.8329 24.8027 34.8715 24.5002 26.496 27.4964 24.3978 24.2699 23.9079 39.0201 23.3697 24.8875 24.6781 22.9012 22.5882 22.4881 22.2982 21.8152 24.1339 21.7918
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 -0.84605277249859834 0.44435819641028773 3.070608018023568 0.13351389361957308 0.63961785378869596 1.1248358748350926 0.65809631222906606 0.45873907618427312 1.6285028476148826 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 1.0000000180025095e-35 1.5123577048319501 0.80106270623882148 1.0825608069246189 1.0455881621042182 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 27 16 17 6 7 8 9 13 23 -12 29 14 -6 -16 -4 -2 -9 -20 21 -19 25 -11 -14 -23 -5 -3 -29 -13
right_child=1 2 3 26 5 -7 -8 18 -10 10 11 12 24 -15 15 -17 -18 20 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.1945070092903513e-05 -1.1701202162014742e-05 -0.00012177926434633872 0.00026352266498363909 5.7489741686304005e-05 -2.8166412327508718e-06 -8.4420670732805188e-05 -7.2910835496676582e-05 2.5461569239184624e-05 -0.00018256148016256718 -0.00019394401890357514 -8.2053909280711959e-05 0.00033785619269375666 1.1002588633230721e-05 0.00021970117412268365 -5.2988950778416699e-05 -0.00022297263525203551 -5.7120003426331161e-05 6.797793231508271e-05 0.00035869030704790061 -0.00052477879873709951 -0.00015494942355370557 0.00019263848308615414 0.00045786403192621308 2.3364105959500128e-05 -0.00072100590149070819 -0.00062721769483367986 -0.00033854091033479113 -0.00012966889890567669 0.00028034457349465403 0.00013478280578823056
leaf_count=29559 48652 6791 5244 5055 42662 85264 53095 3905 5155 5942 3552 3215 4517 1542 20098 6251 1127 6552 2432 230 1387 747 1655 5797 225 190 645 1181 1475 7789
internal_value=0 -0.02547 0.044234 0.1152 -0.0315949 -0.0428912 -0.0246951 -0.0049203 -0.0147848 -0.00770538 0.0458495 0.101096 0.134187 -0.0310042 -0.0380212 -0.0946124 0.207739 0.0107248 0.13498 0.287059 0.102967 0.142067 0.31389 -0.072194 -0.0192342 0.041794 0.0127408 -0.0580589 0.108189 0.200257
internal_count=361931 332372 21518 12071 310854 251671 166407 113312 106745 101590 31037 19298 15746 70553 69011 26349 6371 59183 6567 2662 10531 9144 2592 11739 4742 937 5700 9447 2656 11004
shrinkage=0.000980392


Tree=3178
num_leaves=31
num_cat=0
split_feature=51 1365 474 319 73 830 817 636 519 858 933 588 853 712 458 539 70 641 497 483 728 1315 856 563 208 622 1467 978 846 275
split_gain=16.0361 17.0346 18.8413 18.1249 20.137 17.3745 17.0853 19.3439 16.8989 40.0523 31.7994 33.3675 25.1142 23.9869 22.0521 21.7906 21.0861 19.6551 19.2905 18.9244 18.3121 18.2303 18.5412 23.3392 21.345 18.0293 19.6455 19.4753 18.0045 22.2304
threshold=1.0111847875080273 2.0426043571165486 1.0000000180025095e-35 1.0000000180025095e-35 -0.89236707654623959 -0.68719718391228513 3.2800011617759632 1.1888031319836356 2.1420547332082829 1.0825608069246189 0.68806224955729689 0.71188872395471614 0.91359539958596292 1.0000000180025095e-35 3.1110272050832855 0.6695026854463163 1.8060019420703128 -0.50639157099114984 0.86176309444845811 -1.6700579310917905 -0.49008176997875957 2.8111308682293874 0.35427719004364194 0.68265593694799287 1.9697960743892471 2.1723923655568358 3.0124991923077498 1.1672249517775619 0.31658296287422311 0.11223013999780621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -3 -6 7 -4 25 10 11 13 19 18 16 -11 17 -15 -10 -12 28 22 24 -24 -20 -1 27 -27 29 -13
right_child=1 3 6 -5 5 -7 -8 -9 9 15 12 20 -14 14 -16 -17 -18 -19 21 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00016928832323436378 -0.0021405650637851942 0.048321281039542405 -0.0090447293054833917 -0.022175161301281596 -0.025933996199724405 0.012926733436595606 0.08029773371149912 -0.04049453146981688 -0.030642216520260453 -0.032984091685905485 -0.082586705990450093 -0.038005444823140257 0.010859133625363161 0.017891056606386669 -0.070591060855338755 -0.0055732802480572448 -0.016451431211254162 0.0056558265333605667 0.0061265901232940984 -0.0084228391139327102 0.020368194138156992 -0.04559575679503463 -0.021273762922585798 0.016959303772371048 -0.039961255081852151 -0.004359750348014382 0.032499130274515169 -0.021567051087062045 0.038595914627852258 0.011519942399833033
leaf_count=276229 46651 160 5988 282 198 1146 26 533 307 425 49 193 866 2230 43 2029 355 3997 3465 2637 2523 117 816 238 155 8657 165 1151 98 202
internal_value=0 -0.0482274 -0.0574719 0.170368 0.256693 0.162073 -0.216377 -0.230101 -0.00149784 0.0566347 0.0907603 0.134781 -0.0873758 0.0830376 0.163962 -0.198663 0.17321 0.201115 -0.0319015 -0.189998 0.3331 -0.000737149 0.0190477 -0.239399 0.0915309 -0.00659738 -0.113716 -0.130579 -0.0333782 -0.230584
internal_count=361931 54984 53198 1786 1504 1344 6547 6521 306947 20745 18291 14739 3552 11723 6625 2454 6582 6227 5098 2686 3016 4791 4674 1054 3620 286202 9973 9808 493 395
shrinkage=0.05


Tree=3179
num_leaves=31
num_cat=0
split_feature=1097 269 785 713 1457 1102 1463 1467 1455 1457 1465 1452 1469 944 1203 1016 1146 21 285 563 21 1469 821 1253 1354 982 1095 184 852 955
split_gain=32.4034 37.9678 29.0468 27.8087 27.173 28.0137 24.8352 25.0538 23.0639 27.8157 22.6714 27.5723 26.9682 22.6025 23.7044 23.031 26.2179 23.7388 24.2747 22.2878 23.2571 42.4683 29.4876 32.0176 26.1775 30.3087 28.1259 25.8213 24.8127 28.2456
threshold=-0.64966988391888181 -1.2832447556410924 -0.86283290253235112 1.0000000180025095e-35 1.2916200332612386 1.0000000180025095e-35 1.5896008821182519 4.5114904631235966 1.7778406063357999 2.6377270431544337 -0.40523020188868136 0.55483083833984748 0.046665139118415085 1.4781763871474156 1.0493698651048509 0.65834228227133607 1.0000000180025095e-35 1.189441983669046 -0.45247170222311506 -1.9034908860799797 -0.32341995197817647 -1.2319146079207914 -1.0305144854359449 -0.049410286351641831 2.2838735449754539 2.7931427067886543 1.0000000180025095e-35 1.384368771371848 -0.22706799479215015 -0.56067130660624642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 13 -6 -10 11 -5 -13 14 15 16 -1 -18 -19 -4 21 -21 23 -23 25 26 27 -24 -22 -30
right_child=1 2 19 10 8 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 17 18 -20 20 28 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00023058226426493739 -8.4685557884671937e-05 -0.00017965901361744136 -0.00025697339321837656 6.5403450508474544e-05 8.5247772118367742e-06 1.8546040508693274e-05 7.1079925039783774e-05 0.00059266752584976115 0.00056246890497071338 -4.5735723957213095e-05 0.00015725009946449063 -0.00011184238004853236 -0.0008620670618466399 9.4289465531411778e-05 -8.9314927065938145e-06 -4.4706432030191124e-05 -0.00012868788310988911 0.00044920523861845816 -0.00011385265094913259 0.00019950762038668153 -6.4377816024690091e-05 4.044524292200766e-05 7.4813945302005256e-05 -0.00025333174578323641 -0.0001910154769045175 0.00054257441614881071 -0.00012375734414394967 -0.00014157079194744687 5.5115602698092331e-05 -2.7711203996796441e-05
leaf_count=21460 32744 1859 2312 6644 10898 15060 5439 226 765 554 12343 950 285 3707 10898 13714 36261 785 947 5404 41978 4257 32561 5179 3119 558 5338 3234 26617 55835
internal_value=0 -0.00623104 0.00373028 0.0784119 -0.0553348 -0.0692539 -0.0884803 -0.0998516 0.0488803 0.308919 0.101331 0.0113033 -0.283309 -0.102659 -0.111665 -0.130808 -0.157371 -0.11394 0.161341 -0.00546482 -0.00315898 0.0336386 0.0123838 -0.120724 0.0335733 0.0462806 0.0392856 0.0594489 -0.0200915 0.00120658
internal_count=361931 241217 208473 22081 120714 108497 93437 87998 12217 1319 20222 7879 1235 87772 84065 73167 59453 37993 1732 186392 184080 59650 54246 9436 44810 41691 41133 35795 124430 82452
shrinkage=0.000980392


Tree=3180
num_leaves=31
num_cat=0
split_feature=1423 1457 760 425 1082 1469 1237 1454 497 705 718 923 984 926 701 150 629 679 1467 764 973 1458 15 239 838 1035 1393 1465 1458 1452
split_gain=15.6729 18.196 21.1805 20.9121 20.8178 19.8315 18.5521 18.4531 18.4147 23.4827 20.8951 27.1917 24.9809 24.2093 31.9748 28.7246 23.4675 23.6995 26.6708 27.7303 23.3594 22.401 21.8834 22.4981 21.7893 21.0348 21.0017 21.8515 34.7577 38.3271
threshold=1.0000000180025095e-35 1.5416109563948532 2.2654097059605838 -1.2676717627720813 0.54210842497312506 0.89249481792896723 0.5723095224056084 -0.58754815837321106 2.0895063784560848 0.73161970490752004 1.0159173274103563 -0.86449023226567734 2.228836444112702 0.87156076383787762 -0.47586298396651955 -1.2101729924665492 -1.5169235110316948 -0.56041393223308222 0.20098761120618283 -0.91236111049875157 -0.34400722560322505 0.20667703603638712 -0.79136456347338935 2.6808381144923019 1.2501262849764483 -1.2847328053740836 1.6427227388533767 -0.41120921193798426 1.8460070869938618 0.37490402264961914
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 7 -6 10 -10 12 -12 16 15 20 -13 -5 18 21 -20 -15 -18 23 24 -17 -26 27 28 29 -19
right_child=-2 2 -4 8 5 -7 -8 -9 9 -11 11 13 -14 14 -16 22 17 26 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0038702611315280591 -0.0020460390386515905 0.0017759215980919754 -0.022763918654242182 -0.0086923716744815339 0.037101214598228613 -0.039265783169401602 0.027502015140984749 0.0060385041849199822 0.0002383264609746578 0.010293555697377908 0.013243001881121728 0.015906479034745274 -0.0076062924074193411 0.0093757202913508919 0.016820282675478689 0.001078455268052132 -0.001352355334742197 -0.0017175401687017505 -0.0082866039179061626 0.0068126811217999288 -0.0062311673809898813 0.0049291492406295725 -0.0032070603990171521 0.054603707614248924 -0.023850683383671387 0.031136679046369117 -0.0070920489393340906 0.00047670122768396072 0.011933601031570021 -0.010245449145544865
leaf_count=25134 74863 13583 477 6437 239 100 693 3017 6354 4401 2351 1385 7921 2257 2542 4456 31082 36379 1800 14330 2664 8496 16913 105 115 602 7791 73505 1682 10257
internal_value=0 -0.00023791 0.0665938 -0.00528539 0.0773085 0.211522 0.234097 0.165958 0.000496161 0.0854886 -0.00417018 0.0474046 -0.0133749 0.0286454 0.139556 -0.00692551 -0.00855437 -0.00462098 0.0325321 0.106524 0.0305506 0.00131395 -0.0259447 0.104577 0.0816504 0.455072 -0.0227142 -0.0152784 -0.054741 -0.0684915
internal_count=361931 287068 18109 268959 17632 4049 3949 3256 243825 10755 233070 33390 199680 31039 7463 23576 191759 185322 55708 16130 4921 39578 22191 5278 5173 717 129614 121823 48318 46636
shrinkage=0.05


Tree=3181
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 660 21 126 906 789 545 507 1356 783 590 579 760 1121 941 885 1450 138 219 566 914 814 114 620 892
split_gain=29.4263 22.9754 30.3547 28.5482 25.6176 33.8386 30.7464 28.4116 28.3216 29.6446 24.5894 24.5321 24.1303 23.4232 26.3262 23.235 25.2071 24.3966 22.3871 22.3552 22.3544 22.1595 25.2449 22.844 21.8305 21.5996 21.4464 21.3937 21.4055 23.1219
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 0.70880289725806289 -0.12598777323505009 1.1248358748350926 -1.0372938969678034 0.65809631222906606 1.0000000180025095e-35 -1.0732212767954836 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 0.80106270623882148 1.9607587081991176 2.9080136987884808 -0.68105566923231198 -0.44390300095582519 0.26753349875916671 2.1059719136688364 0.94009206145197111 1.0187812850078712 3.7888525678453377 1.1734518836084071 3.2157419873176414
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 10 12 6 11 -8 9 19 -4 26 27 14 -13 16 -14 18 -18 -9 25 23 -23 -10 -7 -15 -6 28 -2 -30
right_child=1 2 3 -5 5 24 7 8 21 -11 -12 13 15 20 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.6589617842060822e-05 9.1927771120433972e-06 -5.3011015864206756e-05 0.00025836199394621686 1.7807046919373655e-06 -5.374695063043291e-05 -9.2364138554948451e-05 0.00024589878589658098 -4.1186085209842771e-05 2.5542248845383207e-05 -0.00011306092479549591 -6.3695984847887018e-05 0.00021508558373542524 6.7292616804387736e-05 0.00017353954522565673 -1.6078419067264771e-05 -0.0001543503111029314 0.00019456884053383169 0.00045775250515445968 -0.00062350043894427245 0.00017240127474803303 -0.00081421375687261769 -8.7275646819686591e-05 9.2568206588958436e-05 -0.00024719603258812326 9.6471320475867691e-05 -0.00010986559353802127 -0.00045459824199747101 -0.00094518348347355919 -0.00016167360436445603 0.00044247478311209318
leaf_count=29559 41820 9447 5244 5700 7068 82198 2028 47992 3230 44747 1127 2557 6552 9247 21164 1387 747 1655 190 2353 109 5039 15572 2897 3066 1451 953 109 6382 341
internal_value=0 -0.0250371 0.0410735 0.107087 -0.030836 -0.0419796 -0.0238787 -0.0433802 -0.0477307 -0.068092 0.202133 0.0276445 0.010887 0.0497941 0.00967713 0.102835 0.1418 0.314695 0.0441905 -0.0302106 0.130963 0.0158563 0.0505131 -0.104656 -0.0849711 0.140735 -0.104176 -0.0117093 -0.00929984 -0.132547
internal_count=361931 332372 21518 12071 310854 251671 166407 123858 121830 95092 6371 42549 59183 34528 23721 10531 9144 2592 937 50345 10807 26738 20611 6127 85264 10698 8021 48652 48543 6723
shrinkage=0.000980392


Tree=3182
num_leaves=31
num_cat=0
split_feature=785 728 967 207 427 1445 290 495 452 705 647 590 672 272 728 842 243 335 978 972 1014 1242 1248 639 737 1076 876 195 710 507
split_gain=29.2786 22.9816 22.2023 26.621 25.0022 21.9198 23.6964 21.8661 27.7685 22.2133 21.7906 54.4302 21.5623 21.256 21.1324 21.0811 20.7843 20.6732 21.6846 20.5832 20.4685 19.9345 19.8099 19.9766 19.1547 18.9689 18.9168 18.7902 18.7147 22.16
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3545109027618707 -0.018020016259858058 -1.2544068337130054 0.76640973051476358 2.1089670232183031 1.8396673146700155 0.60725649753328859 0.99715813669032338 -0.87782724458594241 0.58895901036483078 2.8708663628362854 -0.68315348007008714 -0.49008176997875957 1.1386971735256264 -0.83313486429032935 1.8693870961107655 -0.60850719419391097 1.2698435817070641 1.9117660652834578 3.5578112322456241 -0.90773417654832866 -0.041982647859070611 3.3459106858417687 0.99418951005896328 1.9171314223323328 4.1555130011538601 0.79536837128804305 1.0941628986121894
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 4 16 -2 6 7 9 19 20 11 -3 26 -14 -1 -8 -4 21 -19 24 -6 25 23 -23 -9 -7 -5 -11 -18 -30
right_child=1 10 3 12 5 17 15 8 -10 27 -12 -13 13 -15 -16 -17 28 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00012399347498485194 -9.0780585207709069e-05 -6.3920347058860151e-05 -0.00036879460573473649 -2.6040593330484463e-05 4.6686794329438342e-06 -2.293022982984434e-05 0.00018672545820381576 -0.00013756658779956631 0.0001147871725676783 7.1221652142323136e-05 -6.8954477810916339e-05 0.00041575471763524615 0.0025404282899269231 0.00020086765513544812 6.526627688570899e-05 -9.818028497733608e-05 -0.00017650347873180808 4.89917485319332e-05 -0.00046857158816950229 -0.00053378785914493204 -0.00014071451353606999 0.0016441612368138568 -0.00076435776622898707 -0.00047244477829567729 0.0010350075964746118 -0.0001922986310204122 0.00046251047442588553 -0.00060282704789796208 -4.7299370866055912e-05 0.00048663582725340723
leaf_count=3396 20781 4821 2612 9399 94137 39250 5120 6402 2031 26624 93730 1384 32 100 26163 1264 7614 900 1522 692 5209 84 41 33 52 4686 459 203 2774 416
internal_value=0 -0.0255362 -0.014259 -0.0850641 -0.00729571 -0.000146706 0.0122099 0.00561719 -0.0977684 0.0130693 -0.0595129 0.0752193 0.00621256 1.18318 0.046806 0.132261 -0.157397 -0.0470396 -0.288831 -0.1655 -0.00223842 -0.0362023 0.766643 1.18258 -0.128063 -0.0394906 -0.00406463 0.067884 -0.115163 0.0378445
internal_count=361931 332372 232437 23406 209031 188250 141734 135350 9177 126173 99935 6205 9990 132 29559 6384 13416 46516 2422 7146 99346 44094 158 117 6454 43936 9858 26827 10804 3190
shrinkage=0.000980392


Tree=3183
num_leaves=31
num_cat=0
split_feature=1097 407 1457 1102 50 56 785 215 1463 1467 1455 1457 974 1470 928 866 934 717 710 944 1203 1016 1146 21 285 317 1328 774 595 17
split_gain=28.1962 33.7859 27.5403 26.5627 24.611 38.5378 28.4338 25.4968 23.9173 25.6532 23.6817 28.1296 23.6645 24.2796 23.3369 29.3975 29.2655 44.6151 24.3132 22.8611 22.8079 22.2686 26.5807 23.2809 24.3184 22.1552 21.6401 21.366 21.1006 21.03
threshold=-0.64966988391888181 -1.2965003005540392 1.2916200332612386 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -1.2360170231263641 1.5896008821182519 4.5114904631235966 1.7778406063357999 2.6377270431544337 0.98362850890892195 -1.3782462404802098 -0.52992354128753727 0.5880156106821478 1.0000000180025095e-35 0.47434941765559457 0.83629098246931 1.4781763871474156 1.0493698651048509 0.65834228227133607 1.0000000180025095e-35 1.189441983669046 -0.45247170222311506 1.0000000180025095e-35 2.3648460020557844 1.9579972405703363 2.3732793974093203 2.858578772591184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 3 8 5 -3 26 -7 9 19 -4 -12 13 -8 15 16 18 27 -15 20 21 22 -1 -24 -25 -2 -6 -18 -9 -23
right_child=1 4 10 -5 6 7 12 28 -10 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 29 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00022697047843779134 -1.7211523065388818e-05 -8.0866442428781417e-05 1.1929987833771746e-05 1.937620056597602e-05 0.00014344518280995892 -0.00022851158281249069 -0.00067039416889937652 2.5116217269609752e-05 7.1897235996395419e-05 0.00060485860206793327 0.00057185554523371258 -4.0606463803801562e-05 -5.9785205237005211e-05 -0.00013667898993667232 2.7897698192696329e-06 0.00020731731092478363 -7.1218808480030802e-05 0.00017618781600068744 0.00019597305897436885 9.9419644804565202e-05 -7.1735134367029103e-06 -5.3272661626638507e-05 -0.00012391543799871778 0.00045211654065037703 -0.00011210299581947738 -0.00014973541198646105 -0.00059575768370542846 0.00047889920099270661 -0.00028243894372866985 0.0007094499147365477
leaf_count=21460 14610 46985 10898 15060 10536 2434 206 50773 5439 226 765 554 15745 5533 52572 5573 6864 9508 1116 3707 10898 13533 36261 785 947 16739 179 311 1533 181
internal_value=0 -0.00624899 -0.0521148 -0.0661478 0.00275297 -0.0241442 0.0242276 0.0107773 -0.0849116 -0.0960872 0.0529547 0.316788 0.0131879 0.0280223 0.0299253 0.0781353 0.0438414 0.0908286 -0.0779491 -0.0989353 -0.108005 -0.126824 -0.153011 -0.109194 0.163725 -0.085332 0.132937 -0.0451915 0.0196133 -0.0429714
internal_count=361931 241217 120714 108497 209868 101725 108143 54740 93437 87998 12217 1319 97428 81683 81477 28905 23332 16683 6649 87772 84065 73167 59453 37993 1732 31349 10715 7175 52306 13714
shrinkage=0.000980392


Tree=3184
num_leaves=31
num_cat=0
split_feature=50 56 1470 1459 137 1312 1047 1457 651 1380 1323 221 1175 1117 553 905 98 361 485 755 1457 356 973 1463 959 1450 1043 7 144 1452
split_gain=15.9324 26.3339 17.9587 18.6229 21.4497 20.6507 20.2333 19.0187 18.0983 19.6758 19.4337 20.5364 17.8644 18.359 19.4485 17.2704 18.2906 17.7592 17.2363 17.2254 26.4417 22.7837 22.724 21.4454 22.1071 24.4235 20.4224 22.9977 20.2903 19.9975
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.19467617432788356 0.11701419275757165 0.36958182597131489 2.4761585366192258 -0.12079754434871555 1.1107569744011787 0.30011924729200168 0.014534152787025139 0.35029854070469257 0.31285604313850668 0.29342212381250599 -1.0433698149503654 -0.17431613792808751 1.0000000180025095e-35 2.1090714325348117 0.964831358342918 0.27356497111670858 0.38861772836663444 -0.065741824432557605 -0.75641661945514083 -0.052537044703927886 0.84086088814742543 0.25736028940779887 0.62196335676908621 1.0582738116935422 2.1348620011663719 0.33453742544019233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 12 -6 -1 -4 15 11 -11 13 14 -5 16 17 -10 -12 21 28 -3 -22 26 25 29 -23 -28 -21 -25
right_child=-2 19 8 5 6 -7 -8 -9 9 10 18 -13 -14 -15 -16 -17 -18 -19 -20 20 22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.032831314453282578 0.00026295423034383524 -0.0014636640268020969 -0.0050378632187983345 0.054850096548547604 -0.015096939005332525 -0.023676352627067056 0.081551155498212319 0.0040586488540753996 0.012223926365764299 0.007678613455710236 0.027930548188811233 -0.035459522567132834 -0.013762606633790309 0.023558283007458252 -0.0038246734226673254 -0.010913274281195309 -0.0079557646838722806 0.083700990324811195 -0.018222728049358705 -8.500867430238832e-06 0.0019641294346727321 0.0025273628691499664 -0.01439004143578187 0.017351099665008571 0.00040813963572477308 0.0004637087702186121 -0.0028839648461016112 -0.026187388210190721 -0.019765060413721225 0.0010570030707067043
leaf_count=631 197382 29402 63589 67 405 549 22 445 918 853 788 216 702 544 1202 2055 937 47 122 21675 1657 15150 4955 4281 4339 2273 3948 659 900 1218
internal_value=0 -0.0265162 -0.0691232 0.0641519 0.25806 -0.0410736 -0.17071 0.413875 -0.0834855 0.0402365 0.225742 -0.0121488 0.0396379 0.153423 -0.00433781 -0.0619952 0.103229 0.317668 0.447356 -0.00324651 -0.0548005 0.0162032 -0.195053 0.0563698 0.127494 0.199164 0.0108448 -0.116531 -0.0147366 0.278808
internal_count=361931 164549 74092 4567 1503 3064 427 1076 69525 5936 1979 1069 2515 1813 1269 3957 1902 965 910 90457 29187 61270 6612 31868 12111 7772 19757 4607 22575 5499
shrinkage=0.05


Tree=3185
num_leaves=31
num_cat=0
split_feature=785 712 728 784 921 830 647 590 1022 1016 346 1249 1040 759 834 678 982 1002 710 677 494 848 730 783 514 934 603 660 563 8
split_gain=28.1526 20.9713 20.8345 21.2656 21.8276 21.8775 20.9503 53.8333 20.3015 22.0485 21.7871 22.5319 27.0825 21.2842 20.7253 20.6734 19.8519 19.8925 21.0535 19.5104 19.1696 19.0144 18.5766 28.1726 25.7546 25.4399 22.1638 23.798 19.6793 19.5565
threshold=-0.86283290253235112 -0.63779424894106762 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 6.0948733974029876 1.7621802667917166 0.69854289147193727 0.76029184741838574 1.0000000180025095e-35 0.9338414958155935 0.22474039559735945 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 2.0405992520496379 -1.298475463871557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 22 16 7 -4 9 10 11 12 14 15 -2 19 17 18 20 21 -6 -14 23 24 -5 26 27 -24 -27 -29
right_child=2 -3 6 4 5 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 28 -28 29 -30 -31
leaf_value=-0.00012872902531923703 -0.00033736332704853786 6.5796879202937916e-05 -6.1657428368386454e-05 3.6274988802363263e-05 0.00028345689669736368 0.00045227511851085079 -6.4642140222433554e-05 0.00041586726981591662 -3.4005136324264639e-06 -2.1376037834554761e-05 -0.00019355597777151288 -0.00020742442437572792 -4.7271294335805059e-06 0.00076603913153962808 0.0009460959433905807 0.00082767715743383851 -0.00046076297751800505 -0.00014022693950190528 -0.00011964850941226534 0.00012245367059819231 -9.7881095244173747e-05 -0.00023870541117739194 0.00015451021582724359 -7.1218926798142878e-05 0.00040103434522948024 -7.4230430669621492e-05 -5.4983220290323843e-06 -0.0004444225794070063 0.00084353303917736886 0.00059719984267469963
leaf_count=3225 2747 26334 4821 6880 3706 894 93730 1384 103001 45923 14802 6707 9336 210 95 102 287 1070 962 3683 676 3685 2134 17685 1041 3635 1982 101 97 996
internal_value=0 0.0481277 -0.022891 -0.012145 0.031913 0.134323 -0.0553006 0.0769524 -0.0228886 -0.0518317 -0.102459 -0.0599718 -0.0201324 0.0134403 -0.293187 0.00290493 0.0945806 0.118007 0.170883 -0.00656342 0.230855 -0.0643915 0.00771351 -0.0231117 0.0858196 0.0923048 0.187845 0.289166 -0.0476408 0.532916
internal_count=361931 29559 332372 232437 42146 7595 99935 6205 190291 87290 41367 26565 19858 17016 2842 16806 6701 6414 5344 16704 4382 13021 34551 25606 7921 8945 5213 3231 3732 1097
shrinkage=0.000980392


Tree=3186
num_leaves=31
num_cat=0
split_feature=785 516 789 452 506 564 1076 554 1376 1116 306 143 623 515 1373 768 635 363 361 272 902 980 858 431 955 1122 913 645 66 122
split_gain=31.3369 24.7143 28.8128 28.5733 60.307 28.1169 24.2774 28.6037 24.1302 25.8157 26.0818 25.6339 23.7992 23.0436 23.8506 22.5768 22.0858 23.5886 23.9137 21.9615 24.4966 23.0629 21.8991 21.8381 23.0383 22.5934 23.6882 21.6609 20.7638 20.7462
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 0.60725649753328859 -0.33605752069368178 1.4188032667957222 -0.58297395077464731 1.1837315970430355 1.0000000180025095e-35 -1.0477340759045499 1.0505480127069649 -0.72319605263816955 2.0106800032934848 1.4353143596930875 0.25202004360908004 -0.47515847854358045 0.39773657454699612 5.392186836311085 2.3122102010702545 0.19433589423024392 3.1779010391057674 1.9047843891021277 1.0825608069246189 -0.73727423778581891 1.3670073888404592 -0.72613544992164558 -0.13549935249589554 0.66777575187080795 -0.71144088264426897 1.2828132024160503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 5 -5 13 7 19 9 -8 11 -11 -10 15 29 -2 -17 18 -18 20 21 -3 -12 27 28 26 -26 -13 -25 -15
right_child=1 2 -4 4 -6 -7 8 -9 12 10 22 23 -14 14 -16 16 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=4.4946499514772705e-05 -2.5919978652828949e-05 7.4049203143420565e-05 -8.4291070029588705e-05 0.00025150041988961281 -4.259227166543055e-05 -0.00018595308711494738 -0.0001369243947771512 0.00022547534914499161 -7.0227475149381446e-05 -8.8285484227771567e-05 0.000146899142823596 5.416618215671126e-05 0.00016613002533750985 -9.5681783166459155e-05 7.8237365185474989e-05 -0.00014777244318083378 -5.7634278782507947e-05 0.0017401649594743517 0.00056627361152725467 -7.8072953475099256e-05 0.00088306209097962259 -0.00026492817327836756 -0.00013163012635377695 -8.2641756545683831e-05 -0.00051949310663089096 -0.00022341990019496413 0.00046945656074989307 0.00027881758927191235 3.8902485097967703e-05 0.00019801310503337873
leaf_count=29559 29165 18111 23724 4108 17725 10410 6631 3776 48765 13957 8766 11090 2219 14404 11567 35259 15653 46 323 8218 175 914 1328 8988 188 4336 482 2188 28237 1619
internal_value=0 -0.0289183 -0.0129176 -0.0545999 0.0241881 -0.0703081 -0.00227489 0.0536761 -0.0156901 0.00546594 0.0155836 -0.000793016 -0.0594091 -0.0580711 0.00315062 -0.0796292 -0.1125 -0.0401079 -0.04482 0.0277401 0.0652475 0.0579924 0.112485 0.0196339 -0.00541536 -0.16078 0.231062 0.095834 0.0118061 -0.0652814
internal_count=361931 332372 192093 140279 21833 118446 168369 31194 137175 86191 79560 69466 50984 108036 27590 80446 51281 16022 15976 27418 19200 19025 10094 55509 42231 5006 670 13278 37225 16023
shrinkage=0.000980392


Tree=3187
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 1077 279 1183 727 923 1452 497 647 590 21 1051 695 1423 72 523 810 628 783 576 784 1175 1348 1463 712 1467 1466
split_gain=31.4733 24.6212 24.3386 21.3307 23.916 23.2665 23.4759 22.8852 43.2192 23.7893 23.2895 21.3122 55.5887 21.0903 28.0307 26.94 23.3052 22.585 28.2968 22.1187 21.923 20.6978 21.5407 20.4416 20.6 21.6201 20.2752 20.2375 19.9303 21.4745
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 4.2406324835638474 -0.99038483963279578 -1.5169683801573526 1.0000000180025095e-35 -0.86449023226567734 3.3900475580725948 1.461728259125324 -0.87782724458594241 0.58895901036483078 -0.13431221002227373 3.0856045387256095 -0.70721591321319732 1.0000000180025095e-35 -1.4318206758236927 1.0000000180025095e-35 1.1023763779372591 1.9173962400625897 -1.0732212767954836 0.66546334935299256 0.9594655836162902 -0.31923240808069592 1.5405729298544251 0.84250138401434416 -0.63779424894106762 1.2134100071438707 0.34470978700861038
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 3 7 5 -5 -7 21 9 -9 13 12 -3 14 15 -10 -17 18 -18 26 -20 -2 -23 -8 25 -25 -15 -1 29 -28
right_child=1 11 -4 4 -6 6 23 8 10 -11 -12 -13 -14 19 -16 16 17 -19 20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00018398798108255234 -0.00024109274700417343 -0.00012811829026776093 -0.00013509711253551209 -0.00013212903417991699 -0.0007868926741307899 -0.00036065621952255817 -4.9181935812282546e-05 -0.0003890677082769011 -0.0003067611785149737 0.00081099596136340957 3.3317044487364333e-05 -0.0001313973634870825 0.00035344969237407136 -0.00021755545202339181 0.00063439262077719018 -1.4246194113261801e-05 -0.00030709112141974677 -0.00025694215777919598 0.00071908980057028282 3.32936359076427e-05 0.0042384459607208158 -5.1296909348812923e-05 0.00012823997572063449 -0.00010917827288661496 7.4970200633602243e-05 0.00027697219291212004 3.2551818698219496e-05 5.2522029452590153e-06 0.00036903850559310495 -0.00046527090057144272
leaf_count=3225 2461 4821 35150 16077 217 1134 80956 3650 2887 68 4622 93730 1384 18192 264 16306 307 4987 287 2590 20 17150 3618 6087 12321 671 1410 26334 423 582
internal_value=0 -0.0889461 -0.0773017 -0.068506 -0.0504098 -0.0491255 -0.0381334 -0.0980237 -0.123666 -0.367561 -0.106899 -0.12353 0.00832542 -0.123616 -0.073447 -0.0824905 -0.0549687 -0.206829 0.305368 -0.171172 0.894035 -0.0392189 -0.0174901 -0.0348828 0.0267872 -0.0694731 -0.194932 -0.0136774 -0.010118 -0.109657
internal_count=361931 332372 232437 197287 117463 117246 101169 79824 56595 3718 52877 99935 6205 48255 25058 24794 21907 5601 614 23197 307 23229 20768 100035 19079 6758 20607 29559 2415 1992
shrinkage=0.000980392


Tree=3188
num_leaves=31
num_cat=0
split_feature=184 746 62 397 1452 975 1023 703 85 540 5 1320 145 72 608 1450 704 1246 489 923 123 830 763 845 16 110 214 1203 1145 300
split_gain=15.9034 20.1746 19.1977 21.7969 21.6567 23.3648 21.4047 21.384 24.4115 23.9471 27.3614 22.5401 22.535 21.3219 20.7938 21.3221 22.9062 22.0632 20.7837 19.9335 23.2924 19.4828 22.7356 21.4319 19.7847 19.2723 26.7091 23.4409 20.3152 18.8244
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2339734547264651 -0.18712507733977504 0.26115937868256817 0.36003600613833892 0.54644062066306465 1.1311240556058522 -0.93049901949950853 3.1869632994279908 -1.2467724118621575 -1.2527227165597261 1.5927621643807284 0.66665475971017707 0.25736028940779887 -1.3655436598772721 0.56202491980205893 0.039214332868607739 3.1303524238269524 2.8501099055791257 0.98359557695517252 2.4293175532806113 -0.21666441337606721 -1.1403946134463447 1.0000000180025095e-35 0.57249307329114185 1.0493698651048509 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 6 19 14 8 9 10 11 -3 13 -9 -4 16 -16 -18 -5 20 -6 22 -7 -24 -23 28 27 -27 -14 -20
right_child=1 2 3 18 5 21 -8 12 -10 -11 -12 -13 25 -15 15 -17 17 -19 29 -21 -22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=9.9564862945039181e-05 -0.0033638423639092093 0.031304741997725372 -0.0026929228897191911 0.0048063948196626245 0.0002922782953006595 -0.014336752282963262 0.008794855339913539 0.028949894395769199 -0.016739326637401956 -0.0054161633889416756 0.12477074357359269 0.0010838175472192774 0.011425368266888086 -0.032645257406915977 -0.032273136179198018 -0.0068319844560692502 0.017414489631848853 -0.0048977552866327724 0.013991227972877995 0.024662433270735085 -0.041617880036104969 0.062019970002708091 0.068479604963008034 -0.02421820413591189 0.0013474150164468567 -0.0045839811514443735 -0.021371198359950855 0.021620837752039147 -0.0050449549238902767 0.066320956883284835
leaf_count=225587 65862 362 8538 528 10967 3704 5685 636 2372 16863 30 5186 2940 83 182 1113 2509 733 163 408 166 63 77 55 630 2771 1329 557 1683 149
internal_value=0 -0.0310216 -0.00567189 0.0290726 0.0203988 -0.0402934 0.0716895 -0.0484427 -0.0880907 -0.0637274 0.0815386 0.0684838 0.0447011 0.435113 0.0172132 0.135373 0.219662 0.256955 0.381616 0.0110037 -0.00662353 -0.183236 -0.251155 0.659484 0.15764 0.0113146 -0.103953 0.00481615 0.116293 0.80694
internal_count=361931 136344 70482 35670 34830 16070 18760 34812 24813 22441 5578 5548 9999 719 13075 4537 3424 3242 840 11541 11133 4529 3836 132 693 9280 4657 3328 4623 312
shrinkage=0.05


Tree=3189
num_leaves=31
num_cat=0
split_feature=785 728 1431 647 590 852 727 923 1452 1077 21 1051 695 1423 279 1183 810 783 576 497 708 1112 141 349 974 1002 784 969 557 831
split_gain=28.804 23.5168 23.9225 22.4905 57.4173 21.3749 25.244 44.2056 24.2719 24.1259 23.4137 28.8274 25.5697 25.1116 22.9693 23.746 21.3429 21.2721 21.9784 20.8769 20.7755 20.7577 21.2154 20.6694 20.6598 20.1483 21.2384 20.5565 20.46 20.3608
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.87782724458594241 0.58895901036483078 -0.22706799479215015 1.0000000180025095e-35 -0.86449023226567734 3.3900475580725948 4.2406324835638474 -0.13431221002227373 3.5926503781727646 -0.70721591321319732 1.0000000180025095e-35 -0.99038483963279578 -1.5169683801573526 1.1023763779372591 -1.0732212767954836 0.66546334935299256 2.0895063784560848 1.4631717570606249 2.1510812446362615 1.9709245645457045 -0.76095704609305181 -1.107095297642213 -0.32459312438081372 0.9594655836162902 1.688630563996478 -0.65761149524879547 -0.1615417975182524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 6 17 8 -8 14 11 12 -9 20 -7 -16 19 -2 -19 24 -14 22 -18 -15 -12 26 -17 -27 -29 -30
right_child=1 3 -4 -5 -6 9 7 10 -10 -11 16 -13 13 23 15 25 21 18 -20 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=4.4898524277118704e-05 -0.00018185102983771904 -6.6222299695682595e-05 -7.3866586606163479e-05 -6.9920822653097398e-05 0.00042661341341146088 -7.1042509313078191e-05 -0.00033554454713271594 -0.00021071344479642049 0.00087903686070054483 -0.00073438452560962238 -0.00043155433881099999 0.00099307251567643711 8.3732293838897039e-05 0.00016467296608097388 -0.00030409650160214958 3.8377384109634597e-05 9.7790022423287955e-05 1.2981574453982146e-05 0.00019576847250158446 0.00013874639254797219 -0.00023781619130063689 0.00092253468613499694 -0.00084586176441748151 -0.00020488969955211853 -0.00011477613334794513 -1.2946455837614455e-05 0.0001560011059406908 -0.00011342623573398304 -7.6532614570110411e-05 0.00024453093702431108
leaf_count=29559 2461 4821 35150 93730 1384 16077 3650 3175 68 217 1403 123 16555 1190 1134 35242 2566 17150 3618 1212 1290 119 149 4854 20241 50262 8353 1419 1069 3690
internal_value=0 -0.0259707 -0.0145573 -0.0603306 0.076549 -0.00581459 -0.0356949 -0.062891 -0.312105 0.0123626 -0.0457775 0.00529188 -0.000844577 0.0249304 0.0136575 0.024576 -0.0930478 0.0266634 0.0488447 -0.114989 0.0647879 0.100075 0.0520376 -0.127402 -0.132984 0.0278481 0.0634398 0.0014802 0.114982 0.177759
internal_count=361931 332372 232437 99935 6205 197287 79824 56595 3718 117463 52877 27187 27064 23889 117246 101169 25690 23229 20768 22856 17845 2834 2715 6044 21644 100035 43595 56440 6178 4759
shrinkage=0.000980392


Tree=3190
num_leaves=31
num_cat=0
split_feature=785 712 578 652 590 647 647 510 638 839 582 763 829 350 898 225 0 434 299 914 762 264 1221 428 1465 489 896 777 1092 1460
split_gain=16.0294 16.904 16.3499 15.5659 20.1441 103.992 46.1322 26.2039 23.3492 21.3524 22.3879 22.8016 23.2907 21.3196 23.2063 21.7373 20.9566 20.8347 20.3859 21.155 20.2309 22.5787 19.9497 21.0329 27.8946 20.7639 23.9741 19.3417 19.3241 20.8313
threshold=-0.86283290253235112 -0.63779424894106762 -0.87905496296652397 -0.55024281929118113 0.58895901036483078 -0.87782724458594241 -0.87782724458594241 1.0000000180025095e-35 0.41750361118425583 -1.5383933460251928 1.0844420916666788 1.2527465882803674 -0.54989501907168892 -0.77721804489835533 -0.023521705641025039 0.43361559371377273 2.1510563581006417 2.5011865743550508 0.69352372629990311 -1.2841853441704736 2.0613728068090205 1.6948692418889324 1.0000000180025095e-35 1.7141164904845392 -0.27106818942133887 -0.53394376385287134 0.42670496010513392 0.28151048841156351 2.9499917481720264 0.14860921938669633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 17 -8 20 16 13 12 -12 15 27 18 -9 -2 19 -11 -7 -22 23 -5 25 -25 -27 -15 -24 -30
right_child=3 2 -4 22 5 8 7 9 -10 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 28 24 -26 26 -28 -29 29 -31
leaf_value=-0.0060836838725597947 -0.0063027926756484874 0.010076738152631722 0.0018297127552454337 -0.0010005499358311674 0.017541362289720471 -0.0012574740509325062 -0.00058850351179869217 -0.015777905427215293 -0.017233082740153557 0.034147635663067728 -0.021234835707569122 0.020761113623029039 0.0001171933595020907 0.013273960777540962 0.0020148274819021088 -0.025159689721578418 0.065155286020847109 0.018131912826844523 0.032282447221712765 -0.0050083879739297142 0.025155572829019382 -0.029716013202076716 -0.0029604919778258819 -0.00036008928963599408 -0.0013913026888763744 0.020218966507318158 0.0011022666298381469 0.00062738667560543234 -0.037657085053577621 0.016430939416546882
leaf_count=3225 16819 3439 22895 152422 4389 11117 47890 1221 1133 198 919 358 1632 7907 5883 616 45 535 255 2368 587 97 62539 1780 5674 2420 1159 1894 412 103
internal_value=0 0.03997 0.057096 -0.0138362 0.00863818 0.076761 -0.00593821 0.0199395 -0.0293574 0.0813865 0.0956754 -0.0773762 -0.149847 0.125173 0.157737 -0.0495535 -0.245047 -0.112618 0.0318521 -0.0346973 -0.000628076 0.348613 -0.0255031 -0.012081 0.0797427 0.192675 0.285413 0.2203 -0.063538 -0.501551
internal_count=361931 29559 26334 332372 105863 17323 88540 71186 12934 23296 22030 2909 2551 19121 15684 3437 1266 17354 2821 2566 11801 684 226509 163455 11033 5359 3579 9801 63054 515
shrinkage=0.05


Tree=3191
num_leaves=31
num_cat=0
split_feature=1361 1436 1469 1442 469 422 897 966 412 982 499 428 1078 1160 843 1429 837 555 779 1032 907 1260 1380 209 485 702 685 1307 72 1464
split_gain=16.1484 36.6629 25.0952 20.2588 21.1017 25.1648 20.5127 19.5246 26.2788 25.3635 23.2134 19.65 19.3331 19.0399 28.5934 22.3796 21.4207 19.2854 27.0427 25.2364 32.0094 26.8917 21.8446 19.2071 19.183 19.0187 20.5952 22.1526 24.1419 19.3394
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -1.2625182715263061 1.0000000180025095e-35 -0.55184570485869189 -1.5745603601782834 0.79945687709273494 1.0000000180025095e-35 0.1200802979306156 1.2181358241266784 -0.4399640134614427 2.3773680579807461 1.0000000180025095e-35 1.5418927731978938 1.13172262110474 -0.74539529507360736 0.098671717404153231 -0.9732869355373851 0.61450512789118727 1.2014264099698415 -0.15300087818228669 1.73120497183671 -0.66174789309394288 0.34787939850216482 2.2275443133153514 2.3228665155769002 1.0485873544557924 -1.3796034421946655 0.69243235155418315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 -3 -7 8 -8 -9 -10 -11 -1 15 -15 17 -16 23 22 21 24 -20 -19 -4 -21 26 -5 -28 -29 -27
right_child=-2 3 13 25 -6 6 7 9 10 11 -12 -13 -14 14 16 -17 -18 18 19 20 -22 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.0047612214136873512 0.00023688495643331937 -0.0093262473645527987 -0.014176360565860186 0.0015320436793034833 -0.0084388478569830793 -0.03133371758380888 -0.0033894645363284868 0.002545049276437822 0.021543467995127061 -0.011965783116144808 -0.036912376728938857 0.052514241764585412 -0.057263603273037603 -0.0016896187806696387 -0.0040765630884496617 -0.013844598038765712 0.036045354627775021 -0.02229495482892381 0.008387638750035965 -0.0034341596072732768 0.016591970499462441 -0.0043397405679957051 0.034674167361259438 -0.0052920297470859462 -0.017429570434254745 -0.0058900919081316169 -0.013891158765744586 0.065742774252773306 0.0014166835629006872 -0.039574092858264902
leaf_count=4216 197796 3770 8074 65080 8825 267 3349 492 1080 95 114 370 83 8462 237 8571 400 1498 6984 4003 936 5096 106 23445 2695 1400 3088 112 1034 253
internal_value=0 -0.0271898 -0.0746138 0.00155634 -0.077775 0.00810839 0.101189 0.131181 0.0610533 0.439683 0.338427 0.829977 0.0788472 -0.0907257 0.00810966 -0.111699 0.432501 -0.0938197 -0.0357812 -0.00893396 -0.12442 0.0670194 -0.35904 -0.142419 -0.185881 0.0168077 0.0225192 -0.162391 0.17021 -0.220294
internal_count=361931 164135 74806 89329 18362 9537 5767 5500 4543 957 1194 465 4299 70507 9099 61408 637 52837 21318 19714 7634 12080 1604 31519 6698 70967 69314 4234 1146 1653
shrinkage=0.05


Tree=3192
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1376 290 830 915 710 691 1458 1312 6 1106 221 727 43 647 590 1449 846 1449 1455 208 1176 285 730 783 934 514
split_gain=42.2872 33.3459 28.2408 28.3705 23.4401 24.5958 23.1008 21.7908 21.6693 24.4205 21.6603 22.2531 26.13 24.4386 23.8033 21.3332 21.2825 22.7108 51.4096 21.1278 21.2882 20.6182 24.572 22.8467 21.4705 20.699 20.1824 28.9058 26.3153 25.1108
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 0.18805867694879752 2.1089670232183031 1.8227892136636004 -0.11372201006058917 0.76029184741838574 -0.3266635670241857 1.7240176626431569 0.44728035458284982 1.3606645091380436 2.7455591920681357 -1.1180763719667981 1.0000000180025095e-35 2.2744972866152193 -0.87782724458594241 0.58895901036483078 1.0322704654234007 -0.26368847756369551 0.90974908063288995 1.1386082259262511 -0.52709080425724719 -0.39834279670441169 -0.67878409851152821 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 4 26 5 10 8 -6 -5 -10 11 12 13 14 -2 -1 17 18 -3 20 -13 24 23 25 -16 -23 27 29 -28 -4
right_child=1 16 3 6 7 -7 -8 -9 9 -11 -12 19 -14 -15 21 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.0028310707927397e-05 -0.00013910797054412371 -6.3527657515572998e-05 3.4760441356189964e-05 0.00015940224508737106 -3.2994833269218311e-05 0.00011441039505217662 0.00047270566024597266 -0.00012486666582610555 -0.00044355790156507555 0.0001604288298822484 9.4437448557207251e-05 -1.1867600168252903e-06 -0.00012850637322429228 0.000337722594495183 -6.9341717827293943e-05 0.0001057100375544586 -0.00029240401757127973 -7.5227073594472249e-05 0.00040567679103252106 -0.00030330757235746064 -0.00015216732994427902 0.00021907412239618716 -0.00016628328399956739 0.00023179245480430135 1.5225472751146148e-05 -0.00015321471099997386 0.00018667545303041651 -7.494151490455145e-05 -4.7458825251642439e-05 0.00039359795996321117
leaf_count=12551 7479 4660 6880 5486 38186 5739 894 25960 642 573 6346 10008 8699 947 20934 17008 4157 89769 1349 2160 9340 989 1269 4694 45881 1660 5213 17685 3732 1041
internal_value=0 -0.0310811 -0.017512 0.0330759 -0.0298437 -0.0137092 0.149232 -0.0697583 0.108413 -0.155728 -0.0209857 -0.0285065 -0.0142087 -0.00246348 -0.00653565 0.0556082 -0.0717974 -0.0655679 0.0729863 -0.0959673 -0.0714292 0.00375015 0.100361 0.147292 -0.00968075 -0.00784383 0.00554745 -0.026449 0.0934891 0.083496
internal_count=361931 332372 232437 42146 190291 126145 7595 64146 6701 1215 120406 114060 92552 83853 82906 29559 99935 95778 6009 21508 19348 75427 8612 7343 66815 2649 34551 25606 8945 7921
shrinkage=0.000980392


Tree=3193
num_leaves=31
num_cat=0
split_feature=129 785 713 803 735 126 1450 804 1398 1451 1457 1462 829 1321 1451 1468 363 1470 1467 816 1458 1465 348 840 1036 1023 1456 1462 1365 302
split_gain=15.7519 16.7309 19.0468 18.3166 43.5192 23.5543 23.5326 23.5988 22.9965 22.149 28.1037 35.0236 30.651 26.5186 25.3362 25.956 24.8815 22.6793 24.481 22.8827 21.7602 26.3777 25.7285 22.1255 21.7095 23.7661 21.0977 24.2096 23.0454 21.0111
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.85523949479533445 1.356718709411544 1.402259659649604 -0.33386868244407664 0.45538871002063286 1.6341868807786739 0.3239183524675191 -0.17133938114537597 0.33429654125592945 0.20046687118810033 1.0755053836397646 0.22652003410547841 1.1169629351287809 -0.87030560070114282 -0.41240113365264836 -0.25198177114056969 3.5381764998161844 0.85330044472369659 -0.15360755456434083 2.0826735665206337 -0.55387901449035359 0.55476779987641789 1.6466969136823597 3.742879312526544 0.3537470215480587 1.0000000180025095e-35 0.60446767038943572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 9 -8 13 12 29 17 14 -3 26 -14 -11 19 -19 21 22 24 -23 25 -9 27 -16 -29 -12
right_child=-2 3 -4 4 5 -7 8 20 -10 10 11 -13 16 -15 15 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0069303492870819361 -0.0026200007397694132 -0.0025478722301667872 0.0034331632021789766 0.00021095519363762821 0.011660731988742616 -0.013836320762477334 0.00059991202768174879 -0.0078022705605616458 -0.0057310566199781764 -0.0074633525655329498 0.016952282490157174 -0.0031315302608206567 0.027755037825603873 0.0038859274952734134 -0.028157275543694255 0.022560796288086493 -0.018215787178422892 -0.0026924880689766784 0.016829638985145716 0.11512449925139506 0.0034734364248032844 -0.0096982416499529021 0.005944234303394213 0.0018304412681398989 -0.021725428815049144 -0.035076609311817268 0.066769019761982296 -0.019688983135527409 0.02197806628469182 -0.0018375598080423916
leaf_count=2633 48087 51081 23577 44481 5597 430 119220 10696 9668 2311 3792 2516 205 9961 1761 218 2298 2242 1815 21 3109 3587 1279 6605 2513 407 23 446 273 1079
internal_value=0 -0.00279082 0.0500702 -0.00822461 0.0299712 0.196569 -0.0173037 -0.0434604 0.00377851 -0.0215638 0.0550387 0.154913 -0.0400016 -0.0426201 -0.0630792 -0.290122 -0.286298 0.0420293 0.146204 -0.0283119 -0.100049 -0.124207 -0.187936 -0.0352082 -0.218878 -0.177982 -0.36516 -0.394441 -0.0499216 0.266433
internal_count=361931 313844 26210 287634 50508 6027 237126 108238 128888 80042 16279 7387 8892 63763 53802 2721 2503 6389 4078 2263 28196 25087 14895 10192 13616 11103 2503 2480 719 4871
shrinkage=0.05


Tree=3194
num_leaves=31
num_cat=0
split_feature=21 50 194 129 274 218 1454 1221 697 1178 218 1312 961 1116 1454 1469 353 1090 499 18 231 837 675 288 569 1105 1367 186 481 417
split_gain=15.8326 16.8273 28.0448 22.0334 24.0202 21.3174 21.2262 20.6711 20.53 20.0091 23.2062 22.9482 22.4986 24.1264 21.7023 27.5672 20.0787 19.9432 21.0208 25.1279 24.8315 19.9151 19.4701 19.6563 19.0286 18.8919 18.8746 21.2006 20.6227 18.8429
threshold=-3.2545899522946695 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.8488344453992587 1.3622189642297957 -0.98478334500156417 1.9111042213368361 -1.4738936595942749 0.060150514790486227 -1.5595041818188462 0.40843109027708241 2.7378363749037904 2.8395370799469446 1.3030628896944136 -1.0116054822771126 -0.90025158221480928 1.0000000180025095e-35 0.49265743018998759 -0.96172625965962155 1.0000000180025095e-35 -1.1099202278364391 2.1576879949891059 1.0511927585884331 2.8550270173253645 -0.82230291588772475 0.61047007421192445 3.4218915452636995 1.7946672787470686 0.39807934113820326
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 26 5 8 -3 9 -5 11 -11 16 14 25 -12 -16 -4 18 -9 -20 21 -21 -17 -24 -13 -14 27 -2 -28 -30
right_child=1 6 7 4 -6 -7 -8 17 -10 10 12 24 13 -15 15 22 -18 -19 19 20 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=0.016119183588480898 -0.0026062295484265323 -0.014514854329747652 -0.0044960876181662631 0.020835905612741727 0.015278720237351821 -0.027622340116773249 0.0010930680251069688 -0.005503718941315348 -0.0085983917138285817 -0.0096524205409607797 0.0033936574471844097 -0.0048702919690417484 -0.030938977173217475 0.078725720935334711 0.0085104543178972369 -0.012018303422231501 0.0009694575801932428 -0.012907614190828863 0.076459248745487027 -0.053216313724269049 -0.0079564287541657053 0.035570152969492917 0.045543000550196756 -0.015493997702618487 0.029673931192250053 -0.0050707794793819483 0.00012480327230781932 -0.026864373710566481 -0.0068498155630635719 0.020095842238223867
leaf_count=716 86957 1290 11727 539 614 1343 82768 3466 14339 2749 48775 20111 613 40 1259 3105 54144 3536 73 41 592 424 139 114 232 2387 17470 855 399 1114
internal_value=0 -0.00856998 -0.0182988 -0.0497446 -0.15382 -0.182462 0.0179319 0.000382596 -0.148932 0.00620385 0.036966 -0.0165814 0.0452718 -0.171488 0.0541252 -0.0860231 0.00266494 -0.118187 -0.0165209 0.260253 0.163697 0.567292 -0.192946 0.385379 -0.0892866 -0.201523 -0.0378453 -0.0556179 0.0286706 0.262706
internal_count=361931 361215 277157 123630 16835 16221 84058 153527 14878 145395 59181 86214 56432 3040 53392 4617 65871 8132 4596 1130 1057 465 3358 253 20343 3000 106795 87812 18983 1513
shrinkage=0.05


Tree=3195
num_leaves=31
num_cat=0
split_feature=728 557 1246 365 215 1176 890 621 281 750 831 554 795 626 767 1104 414 188 1242 1443 1114 772 429 983 223 1319 11 914 144 980
split_gain=15.2376 17.3621 23.2617 22.1032 23.8554 23.7917 25.7197 23.1016 22.7306 20.9473 22.4248 20.8235 20.6375 20.1378 19.916 20.246 19.4474 19.225 18.9364 20.766 19.0655 18.783 18.5492 17.9821 19.9793 18.3775 23.8196 18.2713 21.9776 19.7076
threshold=1.0000000180025095e-35 -0.35952260062872804 -0.064456036560907717 -0.78919497293715091 2.892522238250677 -0.34265894611936176 -1.0182342416987082 -0.047095642211330752 -1.4161742334052956 1.0000000180025095e-35 2.2565722203209058 -1.437537560533021 -0.29258408639884992 2.8030760057392921 1.7434280917425407 -0.91458648027557388 3.0651320907414923 4.2976779567974344 2.3375854361710648 0.18661443900429894 -0.74966746039140353 2.2549115241107667 1.5997950634227804 2.7616480389525657 -1.134128538570611 -0.89757715908102709 -1.5194077346254709 -1.1141198684890796 -1.412491660911505 -1.0924017595846813
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 11 23 21 10 16 -5 17 22 -13 -16 -4 18 -7 20 -20 -3 -11 25 -25 26 -8 -27 -29 -30
right_child=-2 3 9 5 -6 12 7 -9 -10 13 -12 14 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=0.00023594095787574294 -0.0016704374149410909 -0.015479357982784839 -0.002690389073106841 0.035773751497214741 0.03762085985300858 0.0034647818669926254 0.031370613237479306 -0.003326670865953596 0.0042979704995359854 -0.014499321982061719 0.01386606281350268 -0.0098469933445016287 -0.00028155355088288464 0.036589273115793013 0.047679462073010076 -0.00056240848867710478 -0.028585043555115763 0.046400425002836948 0.008758076555187521 0.0064334312763534574 -0.044311827542200359 0.0628848690732942 0.017372833605823822 0.091593199461438832 0.014885983143922813 0.016038437237212429 -0.0091473693073232405 -0.03726746342646553 -0.016513428442293979 0.00386133895578345
leaf_count=60086 109090 1232 33051 348 199 36313 240 18904 22285 5773 952 10569 43234 137 149 465 439 110 110 345 317 32 349 56 188 1311 3170 248 734 11495
internal_value=0 0.00152672 -0.0227191 0.0162677 0.0784507 0.00450181 -0.0377944 -0.0118282 0.071087 -0.0688764 -0.0489612 -0.151264 0.0266443 -0.222477 -0.166043 0.237255 -0.0602991 0.0649916 0.0620683 -0.282923 -0.606674 -0.250352 -0.249327 0.0476189 0.663601 0.0390437 -0.126448 0.0721177 0.0458583 0.0568331
internal_count=361931 252841 100787 152054 23748 128306 47877 36346 23549 40701 34442 11531 80429 6259 11183 614 33490 37195 37085 772 427 1264 6122 17442 244 17198 3410 13788 12477 12229
shrinkage=0.05


Tree=3196
num_leaves=31
num_cat=0
split_feature=785 519 728 869 938 701 377 803 507 583 1052 791 712 804 734 564 744 450 666 609 689 590 579 760 896 353 774 470 585 566
split_gain=42.1572 32.2751 35.5644 36.8498 35.0119 33.1721 33.1081 32.6973 28.2205 26.445 25.3375 26.6364 38.2193 26.5791 27.9764 24.9247 35.6157 24.9222 24.8173 38.6453 24.6297 24.9108 26.0827 24.7061 24.6203 26.8832 25.6649 23.6909 23.5181 23.3604
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -1.077677565945242 1.4210717172751071 1.9682860324222273 0.65809631222906606 -0.99544907250003589 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 2.2521318533151415 1.0000000180025095e-35 -0.84605277249859834 0.44435819641028773 0.69231615738246322 0.45873907618427312 1.6285028476148826 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 -0.35315847874617967 0.13351389361957308 1.7080988603044525 0.99662224155260482 1.0000000180025095e-35 1.0000000180025095e-35 2.1059719136688364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 7 -3 9 10 -2 -7 11 13 27 24 -15 -14 -17 -11 -9 -20 21 22 -10 -24 -4 26 -26 -13 -8 -5
right_child=1 5 3 29 -6 6 28 18 20 17 -12 12 15 14 -16 16 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=5.4127765299838718e-05 -1.3259181327227101e-05 -0.00019132632920572723 -1.5775875406131906e-05 -0.00010343789259077036 -8.4171832010327568e-05 -0.00019795680217190713 3.5488941332061253e-05 2.2743614367513876e-05 0.00011239581138744994 2.4815085846104326e-05 -0.00019025050276609608 -0.00019868938210670383 -8.6963217418980647e-05 -7.6786430251140725e-05 0.00027992282491090325 0.0001921199912102892 -2.4877078669175313e-05 0.00022569680552441009 0.00035979284484896943 -0.00051747514388551926 -0.00015331642195894038 -0.00013458348549174793 0.00014469677247951738 0.00057733782204125986 -4.3836681223717916e-05 -0.00036250048283171019 -0.00022279841920538966 2.1801769196636537e-05 0.00046466240826338216 9.1359603813685199e-05
leaf_count=29559 48652 2525 41844 82198 53095 1759 880 3905 5619 11681 5155 5942 3552 1679 2095 11004 4742 3246 2432 230 1511 1199 1023 1179 18194 1721 5020 5797 1427 3066
internal_value=0 -0.0313924 -0.0382443 -0.0513159 -0.0324675 0.0467729 0.0750051 -0.0111577 0.0108618 0.0426905 -0.0213902 -0.0142487 0.0414745 -0.0384741 0.131192 0.0961834 0.129288 0.0709583 0.13412 0.288711 0.110214 0.15046 0.193868 0.383842 -0.0498648 -0.106429 -0.08524 -0.0753668 0.310578 -0.0959954
internal_count=361931 332372 310854 251671 166407 21518 18993 113312 59183 16686 106745 101590 31037 70553 3774 19298 15746 14927 6567 2662 10531 9020 7821 2202 66779 24935 23214 11739 2307 85264
shrinkage=0.000980392


Tree=3197
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 1438 1396 789 545 548 217 339 1312 426 830 543 1091 210 760 1036 621 119 422 986 208 1096 1304 1369 635 147 86 633
split_gain=15.28 28.2891 20.1942 31.848 20.6996 17.9938 17.7857 20.4835 31.2033 31.4721 19.6118 20.1014 19.7753 19.5606 20.3025 22.0237 23.719 23.8046 19.2497 20.2246 19.0653 18.8533 18.56 21.6222 21.8022 21.0197 24.6996 19.0669 25.4268 18.3928
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3263328046252252 1.0000000180025095e-35 -1.4653684346899081 1.1248358748350926 -1.0372938969678034 1.3419342387057427 2.1831132186481939 0.2268407935972768 -0.31028029937961582 0.7431644944085678 -1.2112185498207151 1.0000000180025095e-35 1.6904607120771862 0.36662748872907747 -0.42983690289571885 0.34600384647265853 1.6676485222607844 0.56114696576568235 -0.64788567729238489 -0.92265835545603014 -0.056493744574652553 1.3185420132932633 -0.34281947587212225 1.7956689146751461 -0.33927556070914427 -1.2638872771996847 -0.49961731079006327 -1.0326099618676488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 13 10 9 -9 12 -12 -8 14 18 16 20 29 -2 -20 -16 -21 -15 24 27 26 -25 28 -24 -18
right_child=5 -3 -4 -5 -6 -7 7 8 -10 -11 11 -13 -14 22 15 -17 17 -19 19 21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.052462449797787386 -0.0019134983779590864 -2.9560925267091747e-05 -0.0039605765862933875 -0.0058308384049966131 0.018984081447460516 -0.0027073134895410416 -0.0047986787771495051 -0.0012693455851860832 0.02549627794187383 -0.015623803069927486 0.0014543183696782676 -0.0034908113906685573 0.0036637261772318043 -0.014298007720532078 0.0074012938267550956 -0.0043786356091504303 0.05917123102215277 -0.042028449155590598 0.00091412561014202675 0.051254977704969167 0.056269972614305733 0.012803767261383846 -0.005375723600428553 -0.01995628392226674 -0.020348250869152484 0.14583609804507866 0.046905695796594545 0.00089400335231863454 0.11720225352799435 0.0049404995958368669
leaf_count=64 37024 89389 71955 1449 1249 23338 4063 11290 532 2884 41008 12875 52224 4064 162 637 101 137 2625 164 265 764 67 272 1137 30 227 1530 57 348
internal_value=0 -0.0256611 -0.0676031 0.105233 0.331853 0.00540512 0.0132589 0.0260149 -0.058846 -0.0802493 0.0353246 0.00507322 0.0630717 -0.0277616 -0.0100203 0.231924 0.440331 0.123159 -0.0217784 0.149724 0.813906 0.407437 -0.164509 0.000540086 -0.100183 0.547472 0.40213 0.114225 1.12858 0.351311
internal_count=361931 164106 74717 2762 1313 197825 174487 124876 14706 14174 110170 53883 56287 49611 42227 1650 1013 586 40577 3553 427 928 7384 3320 2791 529 499 1654 124 449
shrinkage=0.05


Tree=3198
num_leaves=31
num_cat=0
split_feature=785 1431 707 152 526 8 152 1462 498 347 1469 961 52 1452 1047 16 406 1116 1467 563 759 118 1088 1452 1465 1470 1453 1452 907 1450
split_gain=25.7781 22.1913 21.0221 26.0659 21.3269 20.1419 22.6901 22.391 20.9609 20.3704 19.7032 28.7536 25.4053 22.7797 22.8175 22.3893 22.1598 21.4023 26.9801 28.1027 22.7162 21.9757 20.0468 20.9214 31.4221 33.6664 28.0616 36.2476 30.1904 28.5339
threshold=-0.86283290253235112 1.0000000180025095e-35 0.17512153080759113 2.1813890813839221 1.0000000180025095e-35 -1.3679236329833524 0.01223156722872548 -0.10809617625798811 0.19754141096408465 0.34752107852017461 -0.48837130887337593 1.0000000180025095e-35 5.6574699592131381 0.75260204243716256 1.4428188241784199 -0.1177062934146504 1.3204840876176156 -0.71662068954581959 0.5258453444190252 0.2804625347045121 1.1862497449022662 1.1315434704044114 2.7639737144699819 -0.57258149932046476 -0.40063595989598516 1.0895865630873558 -0.19343148340397223 1.5371897434101582 -0.7788597974098721 -0.75943029430201059
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 4 5 -3 -4 -7 -8 9 -9 16 12 22 -13 -15 -14 -2 -18 19 20 -19 -20 23 -12 26 -26 27 29 -28 -25
right_child=1 2 3 -5 -6 6 7 8 -10 -11 11 13 15 14 -16 -17 17 18 21 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=4.4696949893088815e-05 5.0701882808490997e-06 -6.1839543288724566e-06 -0.00029142320395999176 0.00019960580416561043 -0.00011038704334585387 -3.4497252283120201e-05 -0.00021026386099057693 -8.885469365190405e-05 -0.00020230475557447589 0.00024400898184031647 4.2115157955585466e-05 -7.2947887938665254e-05 -0.00036753172106912839 -0.000348375000596236 0.00043265020881609427 0.0032613428425553835 -6.3555051527122559e-05 -0.00011433809561157478 0.00047636510944427219 0.0003024697733088257 0.0005111184620845827 -0.00028432825574144081 -0.00025532013895688296 9.2283493622683416e-05 2.5535779530293264e-05 -0.00028239570941032455 0.00019767327451811973 -0.00060814713434754531 -7.7360855233531365e-05 -0.00017544259627960362
leaf_count=29559 73070 61542 4446 1587 16704 25476 12663 2418 2616 1832 29057 22713 22 3830 260 23 2537 2610 1619 1728 316 227 1774 2426 35044 2021 2778 1089 7920 12024
internal_value=0 -0.0224009 -0.048575 -0.0901371 -0.0245029 -0.101652 -0.087766 -0.150091 -0.0403177 0.067469 -0.00822481 -0.0276892 -0.0104022 -0.102546 -0.296743 1.90654 0.0178676 0.123168 0.187001 0.0944848 -0.045788 0.406037 -0.0111364 -0.00667982 -0.0304558 0.0105953 -0.0943162 -0.15861 -0.00125596 -0.130306
internal_count=361931 332372 129284 51038 78246 49451 45005 19529 6866 4250 203088 120981 94178 26803 4090 45 82107 9037 6500 4654 2926 1846 94133 92359 63302 37065 26237 15539 10698 14450
shrinkage=0.000980392


Tree=3199
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 962 761 507 657 660 1174 816 1450 1469 392 789 1223 965 1159 566 751 485 773 1381 921 1098 539 706 649 575
split_gain=27.2184 20.973 31.2126 29.3275 27.4862 32.0166 29.7429 27.433 27.0257 25.8646 26.5861 26.2554 27.6674 32.2049 25.0187 24.1865 23.8381 22.3404 22.3583 22.3465 33.9876 25.271 23.2102 22.3105 22.2365 22.0069 22.1317 21.4887 23.6579 21.2875
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3714217264408297 2.4130835502434373 1.0941628986121894 2.2603408215975165 -0.72421686037558375 -0.03062072328310932 0.98567350059335823 -0.34557539116087493 1.4275312659207584 4.2575473192899809 1.1248358748350926 1.0000000180025095e-35 0.10980254379742337 1.0078851103989419 0.80477017574484588 1.3125698612407326 -0.63848206815681707 -0.45145551542273804 0.64149373323397663 1.0525743831388839 -0.37373492001924641 1.6593606958601528 1.0455881621042182 1.0000000180025095e-35 0.68932268642900596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 27 15 7 6 9 17 29 10 -6 23 -13 14 16 -4 -14 25 19 21 -21 -19 -23 -11 -8 26 -2 -3 -29 -9
right_child=1 2 3 -5 5 -7 24 8 -10 11 -12 12 13 -15 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.6403190134253647e-05 0.00011531562008373344 -0.0001192710945851686 0.0002598979873701754 9.0454424614774994e-07 4.5666966264192329e-05 -0.00010759435778600322 3.6860430967013002e-05 0.00012906671475411638 -0.00039555013455913244 -4.9902298781396018e-05 -6.0021064907949112e-05 -6.284227370899631e-05 -3.4864494301686805e-05 0.00041824684699872766 -0.0013296645448340699 -5.9792814955302656e-05 0.00014414278914836218 7.7849294967966047e-05 0.00010737667200902969 -0.00040090604449277288 2.3371918731188725e-05 -0.00027818182887231774 -3.9408829053206965e-05 -0.00013337450796640973 0.00034664129067257197 -3.6716672716244498e-05 -0.00027621679205212124 -0.0001265785554218403 0.00028009562379071055 0.0005662401073081324
leaf_count=29559 13613 6791 5244 5700 32641 45726 3644 6741 430 100215 18712 13680 7905 1148 72 1127 5801 5811 3558 2433 1534 3113 5842 23830 1576 11692 630 1181 1475 507
internal_value=0 -0.0225341 0.0406804 0.107681 -0.0280862 -0.0391978 -0.0288976 0.0169452 0.13402 -0.0334847 0.00960497 -0.049522 0.0100682 0.0741973 0.0449041 0.20413 0.0511035 -0.00460781 -0.0581957 -0.0898502 -0.241236 -0.0481833 -0.119479 -0.0656751 0.139753 0.0407977 0.0973834 -0.0558764 0.109412 0.163768
internal_count=361931 332372 21518 12071 310854 254950 209224 55904 7678 204004 51353 152651 28606 14926 13778 6371 13706 48226 22291 18733 3967 14766 8955 124045 5220 25935 14243 9447 2656 7248
shrinkage=0.000980392


Tree=3200
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 647 590 728 982 1002 710 1376 290 1242 560 639 1159 494 730 783 514 934 603 660 563 8 29 516 1388 401
split_gain=31.4335 23.6634 22.2664 24.3122 22.133 21.1981 50.312 20.8296 19.6776 19.6169 21.0867 19.2589 23.3952 21.2799 19.6442 19.5254 19.2279 19.0982 18.9237 27.6693 25.6204 25.0733 22.1743 24.3378 19.7407 19.5756 18.9896 18.8779 22.6948 19.3544
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 1.7621802667917166 0.69854289147193727 0.76029184741838574 0.18805867694879752 2.1089670232183031 3.5578112322456241 2.2610407443932834 -0.4698900685825908 3.3585567575760655 0.9338414958155935 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 2.0405992520496379 -1.298475463871557 0.82152675923177465 1.0000000180025095e-35 -1.0285454770005755 0.66778437295061321
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 11 18 8 6 -3 -1 9 10 17 12 -2 16 -14 -15 -13 -5 19 20 -4 22 23 -20 -23 -25 -22 29 -29 -21
right_child=1 5 3 4 -6 -7 -8 -9 -10 -11 -12 13 14 15 -16 -17 -18 -19 21 27 26 24 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00011976042454446566 -1.6426492754111943e-05 -6.03860563401281e-05 3.3678848841069074e-05 0.00028789267982454213 0.00045890391939801224 -6.8555696554184608e-05 0.00040081917099913614 6.845166256222214e-05 -0.0004533022616276116 -0.00013340958586960397 -0.00011530234453211132 -6.0854573940059097e-05 0.00013681795746621858 0.0010724174244945443 -0.00053611776936156612 -3.1792010479140189e-05 -0.00094790407200043693 -9.2416225966490491e-05 0.0001516799580873148 -0.00022113326806867521 0.0005380650808126387 -7.3983536055149406e-05 -6.8844048810799022e-06 -0.00044262498657351084 0.0008454991758073371 0.0005985052716373844 -0.00020707120422684366 -0.00030293197560582333 1.4942376060276427e-05 9.3041723216957545e-05
leaf_count=3396 120406 4821 6880 3706 894 93730 1384 26163 287 1070 962 63618 5551 150 188 193 185 676 2134 5966 816 3635 1982 101 97 996 225 1407 9299 1013
internal_value=0 -0.024753 -0.0133007 0.0317652 0.139777 -0.05925 0.0737456 0.0502267 0.0997783 0.123077 0.175548 -0.0242882 -0.00963384 -0.0606393 0.117871 0.525495 -0.0641345 0.235504 0.00622927 -0.0248637 0.0830334 0.0915998 0.186406 0.287732 -0.0473533 0.534167 0.40518 -0.0739357 -0.0190424 -0.169674
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 6701 6414 5344 190291 126145 64146 5739 343 63803 4382 34551 25606 7921 8945 5213 3231 3732 1097 1041 17685 10706 6979
shrinkage=0.000980392


Tree=3201
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 728 869 938 803 1052 791 712 1149 896 797 564 744 507 470 590 579 760 566 666 609 1121 490 782 114 858
split_gain=26.4802 23.4987 32.2285 27.7184 26.5573 25.1486 31.8754 29.791 28.4955 24.645 26.9138 37.7729 24.8048 27.0576 26.4434 24.1025 35.1804 23.7847 23.6177 23.3041 24.5245 24.6755 23.1806 22.9397 37.8856 22.5631 22.4231 22.1789 21.6608 21.4511
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 3.070608018023568 0.13351389361957308 0.63961785378869596 -0.84605277249859834 0.44435819641028773 0.65809631222906606 1.0000000180025095e-35 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 2.1059719136688364 0.45873907618427312 1.6285028476148826 0.80106270623882148 1.5123577048319501 1.0000000180025095e-35 3.7888525678453377 1.0825608069246189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 17 7 8 9 10 12 18 13 -7 -15 -13 27 28 -12 20 -19 25 -8 -10 -25 -22 -18 -17 -2 -5
right_child=1 2 3 29 -6 6 22 -9 23 -11 11 15 -14 14 -16 16 26 19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.3104214919820885e-05 -9.212026064882841e-06 -5.4965582303509976e-05 0.00026213338574239897 5.0347318321044197e-05 -7.2627295726948796e-05 -2.9425107204845618e-06 -9.1217420189381408e-05 -7.2224347220831587e-05 2.4118493294493237e-05 -0.00018134440026960116 -0.00019122043954565479 -7.7286219111681671e-05 0.0002207756054058171 -5.483961915550533e-05 -0.00022154006207547656 0.00034131499827052192 1.2192095827115753e-05 6.7430953188790969e-05 2.9636989086646748e-05 -0.00015563348394072378 0.00019060706477473327 0.00045555673305642836 0.00010348285461795018 0.00035111864786036608 -0.00051912377969002698 -0.00063063652294435347 -0.0007173386739930971 0.00013645028201950129 -0.00095162668715739361 -0.00033829314989036773
leaf_count=29559 48543 9447 5244 5055 1127 42662 82198 53095 3905 5155 5942 3552 1542 20098 6251 3215 4517 6552 5797 1387 747 1655 3066 2432 230 190 225 7789 109 645
internal_value=0 -0.024867 0.0419773 0.109968 0.203619 -0.0307339 -0.041774 -0.0242115 -0.00452828 -0.0141086 -0.00705495 0.0490952 -0.0314626 -0.0385233 -0.0957025 0.103561 0.136149 0.0106195 -0.0674615 0.101935 0.140978 0.311549 -0.0835191 0.131346 0.280396 0.0394452 -0.0178793 0.202538 -0.0118208 0.00629631
internal_count=361931 332372 21518 12071 6371 310854 251671 166407 113312 106745 101590 31037 70553 69011 26349 19298 15746 59183 11739 10531 9144 2592 85264 6567 2662 937 4742 11004 48652 5700
shrinkage=0.000980392


Tree=3202
num_leaves=31
num_cat=0
split_feature=43 1454 1452 1458 1461 1461 1459 1466 1450 1451 1451 1451 1458 1450 1453 1464 813 1466 1462 1458 1462 972 1455 1457 1452 1467 1463 1465 1463 1449
split_gain=15.6346 17.1098 28.7931 23.8589 32.1364 36.9078 35.0732 31.2498 43.8202 33.334 35.8912 35.3845 33.1963 29.1525 54.7063 39.4417 28.8649 27.5753 27.0103 26.3321 52.5034 28.1599 26.0762 26.4877 25.76 46.9501 37.7557 39.5027 38.7287 35.9726
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 -0.72983201679721443 -0.3640729456269281 1.2257192582534573 2.0049806708981972 0.16628775677498031 -0.59700472168322827 -0.21142950399162161 -0.15707538432179122 -0.23775761948138005 0.75803698021777388 0.32145882353943828 2.3708191026352732 1.4925201905101055 2.1641256470006294 0.041666216359983001 1.0119550964254083 -0.69291310448648835 -0.029674230372801095 0.010736215287279716 3.1840022714601695 0.81062637773504254 0.12123865857459654 -0.22023664855122008 -0.14125974044737319 2.4014220305861813 -0.36962063451833554 0.021872375812114746
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 19 6 -6 8 12 11 -11 -10 -7 14 16 -15 24 -14 -9 20 -5 -21 23 -12 25 29 28 -28 -26 -3
right_child=-2 3 -4 4 5 7 -8 18 9 10 22 -13 17 15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00066638481403033197 -0.0020817930044859873 0.020349564539237568 -0.011493811988257684 -0.044815006393666389 -0.010024418368303721 0.032292261835461682 0.026710476301644089 -0.012545808113822159 -0.0059724895252015221 0.052195599613529133 0.0033746083014267953 -0.069467825222805812 -0.012275992346614717 -0.0036884269361024944 -0.012067485016261946 0.015951462433937694 0.030181225045792428 0.047282072918280488 0.0032511122263376327 0.002955139840278283 0.014513582998669675 -0.0012010082504857094 -0.030062502488766369 0.032527032338968476 0.019813147110932763 -0.0055283940006912837 0.0025916235976487533 0.045725743578012082 0.062583231075406129 -0.0026791979220011728
leaf_count=147014 74777 2471 4165 535 11105 1002 325 3531 2988 178 2646 118 481 8471 1709 1309 722 93 2132 51942 294 33682 274 437 1398 3670 2553 242 248 1419
internal_value=0 -0.000669444 -0.0183193 0.0172344 0.00328975 -0.0698245 -0.175158 0.00435231 0.092176 0.00903925 0.152066 -0.169328 0.41243 0.0808888 0.145061 -0.0131616 0.194371 -0.00685428 -0.124021 0.0232244 -0.390507 0.026898 0.0965696 0.151307 0.166671 0.0819208 0.294124 0.138066 0.548134 0.252207
internal_count=361931 287154 151179 135975 111763 25310 11430 13880 8217 6641 3535 3106 1576 24212 14432 9780 12723 574 5663 86453 829 85624 3357 3083 12001 7560 4441 2795 1646 3890
shrinkage=0.05


Tree=3203
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 938 734 1452 1470 1465 1052 759 1465 789 678 1134 776 766 650 1049 703 351 1376 566 735 705 801 667 144
split_gain=31.0139 24.1889 32.3177 28.2368 27.1354 35.5674 32.4912 31.7464 26.3289 45.6598 26.4559 25.1399 24.9659 24.5772 24.2718 23.5582 22.2735 22.0218 23.7126 23.6995 23.1344 23.4061 23.5906 22.5787 21.882 21.7108 21.7059 21.6348 21.5829 29.2013
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 3.0820683777490774 0.4926003403048807 0.82151526813113451 0.28325886342528439 2.0566016913075393 0.46683225090780039 -0.41120921193798426 1.1248358748350926 1.6243751288565669 1.0000000180025095e-35 2.6594279389030699 0.65728905567517659 1.253152870847948 1.181006381036557 -1.642092651391948 -0.5081152509708099 0.18805867694879752 2.1059719136688364 1.0000000180025095e-35 0.53889019796838877 1.4302281316754546 1.0000000180025095e-35 1.2876145863397357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 14 8 6 7 11 17 12 -11 26 13 -10 -4 25 -13 18 19 -2 21 -21 -23 -19 28 -9 -6 -28 29 -7
right_child=1 2 3 -5 5 24 -8 15 9 10 -12 16 -14 -15 -16 -17 -18 23 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.4340964616134587e-05 -2.6869161292451962e-05 -5.828159771393227e-05 0.00025685992056403642 2.0074213233614874e-06 -3.5785246858843402e-05 -4.546442592824694e-05 -7.8037375291498329e-05 -9.2355212164067706e-05 -0.00015217070264647906 0.00057326884151408686 -0.00071285678951331344 -0.0003395660858312319 0.00022911882375123243 8.0489960578991046e-05 -6.2797357863126328e-05 -0.00040881633081908577 2.5417583469099642e-05 3.1298380228726743e-05 -0.00011714518062396952 -0.00031495115595463864 0.00040542644958225897 0.00031194518049780203 -1.3662831600781683e-06 0.00068715997919864622 9.0863874878412514e-05 0.00046502156695087907 4.2868099158577301e-05 -0.0001151859264154769 -0.00015075926146009724 -0.00024365075440910399
leaf_count=29559 26378 9447 5244 5700 62057 41806 53095 408 3631 1069 98 2774 2657 5584 1127 201 1519 589 11976 874 1018 1796 3097 416 3066 1323 40396 4634 35281 5111
internal_value=0 -0.0292156 0.0385281 0.106596 -0.0351547 -0.0466 -0.0280658 -0.00752596 0.0077372 0.0936814 0.499148 -0.0128767 0.0524173 -0.00318245 0.20105 0.262797 -0.202425 -0.0185748 -0.0262888 0.0029415 0.120797 0.0625533 0.116442 0.301686 -0.0905814 0.344146 -0.00671419 0.0282449 -0.0998118 -0.0673357
internal_count=361931 332372 21518 12071 310854 251671 166407 113312 59183 13039 1167 111380 11872 9215 6371 1932 4293 46144 45139 33163 6785 5767 4893 1005 85264 1731 107087 45030 82198 46917
shrinkage=0.000980392


Tree=3204
num_leaves=31
num_cat=0
split_feature=50 56 332 1122 461 0 1392 1333 436 495 528 774 854 660 1190 978 1035 289 659 768 874 629 706 585 1005 1325 674 831 425 705
split_gain=15.3734 24.7026 17.0568 17.3638 17.0396 26.2511 22.7075 21.5714 20.9544 24.9929 23.2825 21.3098 39.4793 20.9676 20.0826 19.2853 20.6463 22.3106 21.3206 19.1341 23.7152 20.9409 26.1212 20.8925 20.6159 19.3538 19.1209 22.8073 22.6113 19.7267
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.65944866827063242 -0.52926832650807609 1.0000000180025095e-35 -0.048706952389833282 3.0243454669273118 0.63319005852646459 1.0000000180025095e-35 0.6108686698368363 4.0700657564217861 0.99662224155260482 -0.87473648844905705 -0.72421686037558375 2.8985421038166241 -0.36289190671374466 -0.78857732110630685 -0.8277708426779854 2.2359170208873898 -0.15957974062064953 2.8862926169005396 -0.41506032408204202 0.75195204420276729 1.0000000180025095e-35 2.2813204863777972 -1.7936043783085867 1.0000000180025095e-35 -1.9230818105136651 -1.0224422255483854 0.63739639040394469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 8 -8 9 10 13 -10 -13 14 -6 26 17 -17 -18 21 -21 22 23 24 -15 -23 27 -7 -28 -30
right_child=4 -3 3 -5 6 15 7 -9 11 -11 -12 12 -14 19 -16 16 18 -19 -20 20 -22 25 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0036372292987882993 -0.0027223015906967549 -0.00018139763372906385 -0.017330278182165995 0.023815842126131158 0.0036930275312534798 0.045298897572763196 0.008664759067409324 0.048883534590286791 0.0041556771534380504 -0.004313749844205246 0.041962699118503935 0.023224246394212666 -0.0055640918857405852 0.0038053757046682905 0.039941306479221242 -0.028370290322438881 0.0054362939141127864 -0.0013032357451443868 -0.0099752889589332025 -0.003127562662171591 -0.041911389351993983 -0.053579646978823725 -0.0056690490364324168 0.015027830379991275 -0.046082571023636554 -0.0009677253354055291 -0.013045748039957783 -0.0056339451092205246 0.0011332985955811166 0.014998437419747983
leaf_count=73407 49145 90457 179 506 15825 121 609 203 34568 13619 138 532 5925 2488 186 538 17723 2250 1187 16675 338 115 2207 3485 149 11539 1219 10071 4822 1705
internal_value=0 -0.0261644 -0.0674791 0.278452 0.00506146 -0.0183875 0.0237606 0.386648 0.0208664 -0.00373708 0.0191277 0.0605737 -0.0546409 0.0163902 0.0823974 0.0238387 0.0658717 -0.116008 0.0905657 -0.014343 -0.0723966 0.0323925 0.122265 0.193393 0.0305362 -0.0272453 -0.0339372 -0.100633 0.0517861 0.101197
internal_count=361931 164549 74092 685 197382 88781 108601 812 107789 66764 53145 41025 6457 53007 16011 39636 21698 2788 18910 36996 17013 19983 8329 6122 2637 11654 17938 10192 7746 6527
shrinkage=0.05


Tree=3205
num_leaves=31
num_cat=0
split_feature=1097 407 1457 1102 785 1463 1467 1455 1457 713 317 408 728 846 869 689 260 210 21 1469 821 1458 1233 1451 1458 1455 1469 1452 1262 1464
split_gain=29.2742 34.8242 26.0451 27.2547 25.648 24.8746 27.6376 23.1701 27.5357 22.858 22.015 21.9141 30.9659 25.483 23.8713 23.3009 22.8967 21.7972 22.405 43.7603 28.8856 26.1006 31.3771 27.7568 30.1038 28.6508 29.1585 29.1899 25.9174 25.5289
threshold=-0.64966988391888181 -1.2965003005540392 1.2916200332612386 1.0000000180025095e-35 -0.86283290253235112 1.3753271246929319 4.5114904631235966 1.7778406063357999 2.6377270431544337 1.0000000180025095e-35 1.0000000180025095e-35 -0.34083657021421804 -0.90320472132347296 0.29736867676700723 1.041070318382423 -1.1110989058077336 1.0000000180025095e-35 -1.5255039139934115 -0.32341995197817647 -1.2319146079207914 -1.0305144854359449 -0.60078376361715269 1.0000000180025095e-35 0.12838698983651023 -0.55383951697340417 0.75934798726561159 0.59743795322761184 0.79547082264194502 2.7617439319732866 -0.13737360038314356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 5 9 6 11 -4 -9 -3 -2 12 14 15 -1 -14 -13 -6 19 -19 -21 -22 23 24 28 -25 27 29 -23 -27
right_child=1 4 7 -5 17 -7 -8 8 -10 -11 -12 16 13 -15 -16 -17 -18 18 -20 20 21 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-5.7857725245924207e-05 -1.9578549491041818e-05 -0.00016064745332322567 7.6677733267669956e-06 1.9021148368593862e-05 -0.00017675738587551903 5.5228185204816022e-05 0.00063445753165377228 0.00056117793404005098 -4.4405156515192712e-05 9.0632572947810434e-05 -0.00015160565081963803 -0.00010901816152967126 4.9233188747561798e-05 -0.00031184967861007986 0.0003669163403360675 -0.00017499085654061508 9.7568355209928628e-06 0.00019982521564362277 -1.9632848489840357e-05 -0.0001223238135962649 0.00012859155023528675 -0.00036194224546449674 -0.00018353900937939386 -0.00012546817213861358 9.0524750748708754e-05 0.00071037499841747581 -0.0010380393982992433 -0.00015334770522512704 0.002149685600469665 0.00010628518694356381
leaf_count=6811 14610 1891 10898 15060 4527 6802 220 765 554 20455 16739 27862 3447 9222 849 20481 17743 5472 124074 9008 10284 1022 4434 8028 18763 549 92 610 23 636
internal_value=0 -0.00725319 -0.0539712 -0.0676148 0.00188923 -0.0866074 -0.099463 0.0481411 0.308938 0.0717206 -0.0874916 -0.102444 -0.146603 -0.185976 -0.0130383 -0.143561 -0.0623277 -0.00672919 -0.00341858 0.0328247 0.010946 0.0314702 0.00240562 0.0261317 0.0735536 -0.0682917 0.163336 0.219526 -0.314875 0.410797
internal_count=361931 241217 120714 108497 209868 93437 86635 12217 1319 22346 31349 86415 40810 33150 7660 23928 45605 187522 182995 58921 53449 44441 34157 29723 19808 9915 1887 1795 1045 1185
shrinkage=0.000980392


Tree=3206
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 1469 21 1107 421 1441 1452 1317 1027 358 1091 62 227 1430 878 773 194 289 358 1099 1249 838 728 740 558 1462 837
split_gain=32.1913 23.7944 23.704 41.8324 21.1612 26.7114 27.9975 27.87 26.4124 26.2634 24.6662 24.0923 23.5411 23.4451 23.3292 27.5295 24.3475 22.6502 23.6035 22.3614 29.6838 21.9786 21.9062 25.185 22.7151 24.2896 21.7355 37.1695 22.2584 21.9083
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -1.0706168552173836 0.43301101584543472 -0.57560790467261069 0.41183801591342978 1.7193014468115779 -0.37083480438412358 1.8486627072116983 1.3133204588538343 3.017821268658365 0.69009342306031496 -1.2811150420666217 1.1321728468858836 1.0000000180025095e-35 1.0000000180025095e-35 -0.63090317038407029 0.58307762070518543 1.0405472218160414 1.4247873320756022 1.0000000180025095e-35 0.82844637517049058 -0.40747062757912583 -0.49008176997875957 0.66719174563581007 -0.67584199883929463 1.9450005767964027 0.32387784103069944
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 21 14 10 -8 17 13 -10 15 -6 19 -7 -19 20 22 -2 23 24 -16 -26 29 -28 -29 -18
right_child=1 -3 3 -5 8 11 9 -9 12 -11 -12 -13 -14 -15 16 -17 26 18 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=4.6719607501231467e-05 6.8491697519616263e-05 -7.0713657147753584e-05 2.0231403864849271e-05 0.00036592747984725605 -5.4058229762580899e-05 -0.00022963548814444772 2.2141312601690552e-05 -0.00027087217149699176 -0.00019860592457981294 0.00016782692142741762 -0.00067797616602544237 0.00026669865471868622 0.0011390489724414734 4.2378088859058241e-05 6.5944017728653077e-05 -0.0002370274923144708 5.7748754014476131e-05 0.00025568282018031854 -8.751541701633072e-05 1.6392627116465197e-05 -0.00022238584655439957 -0.00045635601699724714 -0.00017074017741366976 -0.00017396358560463311 0.00012995897922810781 -0.00010299297507085566 9.3718485529464127e-05 -6.9486361804928728e-05 -0.00040626679305866352 -3.5122714006465701e-05
leaf_count=29559 5099 69820 10762 1780 37185 4019 5775 2335 11211 10765 266 863 72 2476 13406 6415 41050 1049 3782 16267 7425 427 9478 7206 2808 15764 6756 19507 853 17751
internal_value=0 -0.0281866 -0.0191676 0.0715095 -0.0244152 0.0248818 0.0630834 -0.0512099 -0.0335308 0.109801 -0.00515153 -0.0702663 -0.139096 -0.147187 -0.0272352 -0.0798249 -0.0154071 -0.103699 -0.0132231 -0.0495323 -0.0766988 0.0301773 -0.0542594 -0.0304236 -0.00363302 -0.062872 0.00789519 -0.0408812 -0.0856621 0.0323872
internal_count=361931 332372 262552 12542 250010 34380 24667 7861 215630 16806 6041 9713 13759 13687 201871 43600 158271 8850 4831 72354 56087 5526 48662 39184 31978 18572 85917 27116 20360 58801
shrinkage=0.000980392


Tree=3207
num_leaves=31
num_cat=0
split_feature=785 728 967 207 427 791 519 138 725 921 990 965 896 1457 705 1182 697 467 6 148 773 622 1249 934 11 672 972 299 1237 488
split_gain=26.2601 25.1235 23.1501 26.5258 24.9554 22.6325 37.4664 28.2608 25.6465 51.8003 36.6045 31.4573 30.453 27.7615 26.2151 25.0277 23.474 23.4748 23.6882 23.0883 22.7448 23.5027 22.7225 22.3357 22.0186 21.7761 21.3386 22.295 22.6901 21.33
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3545109027618707 -0.018020016259858058 -1.2544068337130054 1.0000000180025095e-35 0.65569131416984383 -1.220883620063858 1.0000000180025095e-35 1.0525743831388839 0.65656536832909496 0.10980254379742337 1.1780070679743837 4.7787224532167558 0.42325249380490987 0.16200095082984103 1.6146804744781753 1.0000000180025095e-35 -0.63703759295199791 3.7774849719409711 0.17253292114734914 -0.77226056886422978 0.50998210523151932 1.0000000180025095e-35 1.6655681023357392 2.8708663628362854 1.3843078877452264 0.69352372629990311 2.2873089397629531 -0.79771942582300526
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 8 15 -8 11 13 12 20 -11 14 -10 16 17 29 -19 -20 22 -22 23 24 -6 -5 27 28 -16 -7
right_child=1 -3 3 25 5 6 7 -9 9 10 -12 -13 -14 -15 26 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.1951777336415538e-05 -9.0285287990925101e-05 -6.0078538429301744e-05 -0.00015537518154356566 -5.3767547276005554e-06 0.00032261296978378638 -0.00015057507699995046 -0.00025748327656523938 0.00017801946719266204 -0.00011171769298596485 5.7167973627859565e-05 0.00026252661316110768 -3.6951795698502265e-05 -0.00032499585893033144 0.00042886224852213057 5.4721081248955848e-06 -6.3509296251154933e-05 -0.00024703309186588623 0.00030482947600938057 6.6431105419606802e-05 0.0015080931836010628 -0.00022897737292181553 7.5627847377623784e-05 -1.581614834129171e-05 0.00011499665758308875 0.0010862622239599135 0.0011652573058646113 -0.00016949746439426101 -0.00017313497704701453 -0.00025293078693432397 4.4749254359979119e-05
leaf_count=29559 20781 99935 13416 9858 2976 3683 746 9498 30210 9758 3651 13787 1122 459 44088 16988 1460 3017 8026 47 1447 5978 2347 3233 154 132 4895 4186 2364 14130
internal_value=0 -0.0257607 -0.0139647 -0.0862655 -0.00685145 0.000292453 0.0374997 0.15182 -0.0157943 -0.0330329 0.0849968 0.0405619 0.0212316 -0.054743 -0.0580465 0.00878574 0.0460798 0.0590901 0.13992 0.0774846 0.105572 0.0174371 0.181979 0.245376 0.372615 0.00483396 -0.0303992 -0.0172031 -0.00373642 0.00902028
internal_count=361931 332372 232437 23406 209031 188250 57595 10244 130655 100733 14531 29922 10880 86202 85743 47351 30363 28903 11090 8073 16135 7425 8710 6363 3130 9990 55533 50638 46452 17813
shrinkage=0.000980392


Tree=3208
num_leaves=31
num_cat=0
split_feature=785 21 747 320 1237 928 843 636 1456 859 1185 1451 139 837 420 1466 421 1468 1459 1459 1464 1456 1460 1458 1425 1467 1468 1461 1458 1463
split_gain=15.6268 16.229 24.1107 26.1593 25.561 25.2093 30.1373 35.6933 22.8013 22.4665 24.2708 24.8371 21.7064 21.2153 21.1954 20.6796 22.9574 20.537 30.2345 38.541 49.3034 31.3435 26.6622 34.4614 32.4933 32.1059 29.9095 26.2408 26.5675 26.9105
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 3.1329729150046788 2.2873089397629531 -0.52992354128753727 1.2722732870070106 0.95721615165708862 1.9815654246374563 -0.54135187694831066 2.6872478159930764 1.3287662675440461 1.0000000180025095e-35 -1.1261213359592317 -0.68536370572446703 2.1415518475315092 2.6287012352426902 2.3011637109198864 1.8518021530231394 -0.088205869773288079 0.020652577133266702 2.0994270724704638 0.099810043912261961 0.54981579158566052 -0.49854827941355384 3.0124991923077498 1.8034839195215984 3.9993613276323443 0.53458290393564356 1.8172976979801614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 8 5 6 9 -8 13 -4 11 14 -10 -3 -11 16 -15 22 19 -19 21 -21 23 25 -24 27 -25 28 29 -2
right_child=1 2 4 -5 -6 -7 7 -9 12 10 -12 -13 -14 15 -16 -17 -18 18 -20 20 -22 -23 24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0020135736633205355 -0.0040298333409255795 0.0023340705051043647 0.0041748321412827414 0.013415131313463561 -0.0088635006748324311 -0.0010434113401141972 0.012165105086569221 -0.0045507618125597161 -8.1139448681080432e-05 0.0058635173282502451 0.026053075115459703 -0.014983551590914157 0.017201857524720955 -0.0040968234503306247 -0.0028565653433204668 0.0047932618282867387 -0.021611302148423647 -0.0032792196185450935 -0.021227383353904755 0.039494043003290555 0.0035728302377255835 -0.0069327746568897805 -0.0024357222113073809 0.0048101528861554232 0.0070269908875953543 0.025034047422955764 -0.026185056472999048 0.029276072653651182 -0.038147614148315988 0.0090819896305525723
leaf_count=29559 45194 8807 13641 1156 6455 91197 5890 2016 3385 4709 387 1603 1438 80575 15466 3200 1439 1778 406 1103 1705 261 8517 14110 13789 528 493 263 408 2453
internal_value=0 -0.0128826 -0.0224662 -0.0525642 -0.00442684 0.000899366 0.0438949 0.162239 -0.0574632 0.0157661 -0.0295813 -0.0396415 0.0991746 -0.066344 -0.0174424 -0.0784448 -0.0869118 0.0156675 0.154406 0.206855 0.361806 0.653584 0.00573712 -0.0220666 0.0746722 -0.057159 0.0770002 -0.0650218 -0.0706101 -0.0652481
internal_count=361931 332372 241364 100000 141364 134909 43712 7906 98844 35806 22165 21778 4823 94021 20175 85214 82014 91008 5253 4847 3069 1364 85755 63449 22306 48846 14603 48318 48055 47647
shrinkage=0.05


Tree=3209
num_leaves=31
num_cat=0
split_feature=545 1442 785 322 713 705 497 1049 845 787 747 840 900 908 613 391 1323 1464 1468 885 1464 278 1328 1464 1451 1454 1151 1464 516 1461
split_gain=34.2096 33.398 29.6672 28.5685 25.2036 24.6977 26.0165 24.5452 24.3221 32.9568 30.6829 26.7932 24.4849 22.9861 22.5767 38.923 28.5709 23.4702 29.0505 27.0031 24.1383 28.1392 25.4569 24.446 24.0625 25.7542 26.3991 23.2016 22.7363 22.0816
threshold=-1.0372938969678034 -1.2625182715263061 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.86867179873090239 2.2206245932530155 1.4391907879700609 -0.23473692033520091 0.90089217413124356 2.2668746584208797 -0.94692575140262492 0.41331674494487913 -1.2512387469143424 1.3156155531097407 1.475049428936581 2.4380484512170661 0.2602645535820674 0.90889364240410331 5.4658443334279108 0.35193241984319928 -1.2253877915757621 -0.99548206393653682 0.36705918647655594 -0.051019922992007853 -0.90309121467478037 0.54378645269797976 0.32487369541553784 1.0000000180025095e-35 2.2827216037929685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 14 8 -8 9 10 11 -7 -13 -10 17 16 28 18 19 -4 21 -19 -23 -22 25 -20 -27 -24 -16 -5
right_child=1 2 5 29 -6 6 7 -9 13 -11 -12 12 -14 -15 15 -17 -18 20 24 -21 23 22 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.8066468951975771e-05 -2.823901145865724e-05 -0.00016613583608683118 -6.9330211253541585e-05 -0.0001794239992258105 8.8430697406434217e-05 -0.00026533305226796348 0.00029036931595083544 -0.00017213726146512957 -0.00034194592985299931 -0.00021536591056124194 -0.00016938876491595008 7.0446390025676763e-05 0.00022975872719729434 -2.2094566228193265e-05 -6.0239963877678712e-05 -0.00039461043477091457 0.00049811503040074598 -0.00074465219531764709 0.00053597427403437553 0.00067552335883016136 -0.00090694998144756785 -0.00023928358222605268 9.6016850716121378e-05 -5.4662772449037517e-06 0.00015467457087751048 -0.00017341509671392176 0.00016247826853977559 0.00044576792266591743 0.00012437580392516391 0.00024478106931723691
leaf_count=94059 24323 2038 90657 16956 21521 1105 2654 563 1422 1911 1965 12807 5888 19751 5441 1094 671 197 310 171 176 562 1843 32052 5232 4289 1534 1615 8445 679
internal_value=0 -0.0138012 -0.00403123 -0.0789315 0.0689174 -0.012942 0.0293168 0.210077 0.0153711 0.061643 0.0841831 0.108998 0.125081 -0.039489 -0.0273117 0.0536378 0.0812164 -0.0365007 -0.0546957 -0.0686672 0.010824 0.167246 0.202033 -0.00956296 0.0509172 -0.0469868 -0.0831269 0.269871 0.0582762 -0.162176
internal_count=361931 267872 225914 41958 23559 202355 48066 3217 44849 23676 21765 19800 18695 21173 154289 15651 14557 138638 102193 90828 36445 4217 4020 32228 11365 6133 5823 3458 13886 17635
shrinkage=0.000980392


Tree=3210
num_leaves=31
num_cat=0
split_feature=1431 221 846 569 1436 340 417 170 1329 1464 1464 1457 1040 296 40 1272 1036 1180 1449 405 227 1468 21 1452 9 945 419 874 1470 633
split_gain=15.4942 17.8713 21.3729 19.7419 24.1205 20.6244 20.5009 19.9947 19.8494 19.4426 27.2815 24.6215 21.4889 20.6966 22.3323 20.2094 19.2402 25.1358 24.2388 20.8531 19.2951 19.0045 30.3596 21.4532 19.4469 18.6386 19.3564 18.4999 24.6376 25.589
threshold=1.0099929608726099 1.3426618058617994 -0.36744562254266105 1.3322162526037986 1.5601477112223734 -0.29913015330944043 0.17802695209319 1.0000000180025095e-35 1.9853124615439721 0.31682752303935818 0.35193241984319928 -0.12079754434871555 -0.39981415030540174 0.28651801608249866 2.1567844784062702 1.0425293070791588 -0.079256058609073379 1.250103496376797 -0.066082269003438485 3.5736363738346935 -0.9200524537769984 1.9097687049493857 -0.89074317784588486 -0.34710568059079999 0.77486542458920116 1.0000000180025095e-35 2.4555202176173299 1.0000000180025095e-35 -0.72777912771879083 -0.5220780197941185
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 -5 -3 -7 8 -8 21 11 -11 13 25 -15 -13 19 18 -18 -4 -21 -1 -23 24 -24 -12 -27 28 29 -20
right_child=-2 3 16 4 -6 6 7 -9 -10 10 12 15 -14 14 -16 -17 17 -19 27 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00053283265282379482 -0.0024066574314093874 0.0010626106353787787 -0.00010086005210454456 -0.010015346990734503 0.025865354422699716 0.0037360479910252941 0.021913789279260472 0.0011349922179207368 -0.029882724118119871 0.026608943145250676 -0.0074267999082253322 -0.0040871628245058031 0.0047485629221589278 0.0047087957951052889 0.054171838078456602 0.043103307003534208 -0.0041446886643640045 -0.010296235151480577 0.012195205551012325 0.030585855468658048 -0.027685754465908818 0.022487580149406928 0.0081730834772275572 -0.005535163754187852 0.057505950893877111 0.0018023432496410297 0.049696920357358079 -0.0038763084310095351 0.006706002616323101 -0.0077433756235857371
leaf_count=85295 55251 17783 88020 2705 224 6761 2066 1028 98 1090 6423 896 16767 3083 127 113 36564 7389 1110 121 944 1054 413 1822 117 2629 113 8940 9370 3615
internal_value=0 -0.00198021 -0.00829319 0.047629 -0.133159 0.0645805 0.145401 0.286512 0.397 0.0145644 0.0622638 0.308389 0.0443932 -0.0290785 0.134643 0.0463546 -0.0267644 -0.0585405 -0.0434988 -0.00513751 -0.406303 -0.00345167 0.157167 0.00999051 0.388928 -0.0826946 0.07669 0.0163053 0.064561 -0.0667132
internal_count=361931 306680 276015 30665 2929 27736 9953 3192 2164 119942 31241 2099 29142 12375 3210 1009 156073 66988 59599 89085 1065 88701 3406 2352 530 9165 2742 23035 14095 4725
shrinkage=0.05


Tree=3211
num_leaves=31
num_cat=0
split_feature=871 432 1392 1199 1037 486 214 1464 696 1460 1460 1465 1459 1450 1464 1465 1449 1454 21 1469 1454 21 1466 1449 1456 21 1460 44 899 1465
split_gain=15.3396 17.6083 19.1175 20.1835 17.6632 18.8086 17.8812 17.1952 24.7779 22.9787 23.7595 23.2984 27.7315 51.5536 37.9219 49.7042 46.4269 37.5802 31.9425 35.5628 33.3279 32.6144 40.8157 31.3444 29.9197 27.8082 25.9966 25.93 28.5135 25.7673
threshold=1.0000000180025095e-35 0.56563410195930608 0.15627472391763811 1.8260941469436185 -0.65014560417455314 -0.54110667147188851 1.5503769958364091 0.74657910936426475 2.4454250007022345 3.8934628474430077 3.7772201327698189 0.37973282798721492 -0.27674264624793327 -0.2957953744690755 0.072888949263389902 0.42261052687510853 0.65020641049680761 -0.934017357391003 0.62211875780133752 0.93183573322248126 1.0692506903199488 1.5676574675808517 0.041666216359983001 0.11043731599731825 0.62634535540376146 1.189441983669046 0.4801540438575525 0.81112936548985692 -0.086819597018278266 0.32188004518266422
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 6 -6 -5 9 -9 10 11 29 13 25 16 -16 18 -15 19 -14 23 22 -22 27 -19 -13 -26 28 -20 -1
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12 12 14 17 15 -17 -18 24 20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00071835406856445277 -0.0028550609673798017 -0.0065825888946428393 0.0010947158388444173 0.046817640471099792 -0.032490412835293254 0.018308336268116242 -0.058687948437527886 0.0023199383532479176 -0.018420454435945501 -0.012062570438198 0.043022930252131684 -0.0061908488838574105 0.011870103598232059 -0.052251671810760958 0.057286485890039963 -0.0037523251513835263 -0.0024412405808985262 0.0016408424811637967 -0.018799007907986637 0.035851163582114286 0.034356846147723087 0.038734393808318557 -0.032814296001016027 -0.032799306678882957 0.0069443322617054161 -0.026681688581245658 0.037046350856499072 0.022853027954618868 0.009283137051781654 -0.010393374680667302
leaf_count=194316 39533 14654 16617 362 205 422 38 43592 746 2051 132 6599 8471 256 145 7455 4738 10658 1116 763 161 417 215 425 963 1183 475 471 830 3922
internal_value=0 -0.0424159 -0.0236932 0.041995 0.383897 0.119832 0.794077 -0.000760393 0.0395514 -0.0085382 -0.00639034 -0.00699205 0.0392361 -0.0257704 0.0877371 -0.0468617 0.143668 0.0615539 0.211444 0.280534 0.0357794 0.390974 -0.0451888 -0.0905165 0.0756132 -0.182854 0.368719 0.0106226 -0.114309 -0.0180637
internal_count=361931 71831 57177 17644 1027 627 400 290100 44338 245762 243711 243579 45341 20134 25207 7600 17607 12352 12869 9234 3635 793 376 2842 12096 7782 1438 2417 1946 198238
shrinkage=0.05


Tree=3212
num_leaves=31
num_cat=0
split_feature=1371 740 200 769 1183 971 428 1291 14 73 837 737 1469 357 365 905 211 148 488 692 843 415 432 1017 494 1193 558 558 561 699
split_gain=15.2802 16.9421 18.51 18.1655 18.9869 18.4004 18.2149 18.1215 26.1337 18.674 22.5832 18.4821 18.5318 21.1089 19.9787 17.7161 18.0767 17.7104 17.6852 19.3525 19.1511 18.1811 17.9705 18.1556 30.3918 22.8418 19.0904 22.583 17.5134 17.2857
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.97734522064874174 1.8950337324702755 1.9039622868623733 -0.41257492650305128 1.0191207052491376 3.6289023997337497 -0.8154120689527824 -0.65485567420336921 0.58714584802607805 0.52953867530939236 0.75480161440166815 -0.27975066520426661 0.48506693836625675 1.8592458044189786 -0.43065351058468943 1.3310269596096513 -1.1698494131795594 -0.47173177169964348 2.4406243938341703 0.25764592082779786 -0.30723247336262988 1.9834070577257195 -1.283531316956338 -0.074644469985110068 0.61457995304151425 0.42399455707142536 2.4298241656498676 0.55531438906964425
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -5 6 15 9 -9 10 11 -2 13 14 -13 -3 -17 18 19 -4 22 -22 23 26 -25 -26 27 -20 -19 -7
right_child=1 3 17 4 -6 29 -8 8 -10 -11 -12 12 -14 -15 -16 16 -18 28 20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-8.5291321795147936e-05 -2.0166919598606871e-05 -0.0046742312349044709 -0.045374989608357598 0.01026449902320249 0.073330062537578664 0.0040546267834262384 -0.01666404286673959 0.2839432120018181 -0.053275446825168098 -0.018708731803892358 -0.033314676583526555 0.060721553312967184 -0.038072219158196835 -0.021048885500390635 0.18427752847244031 0.035442159510420367 -0.0028096583561328589 0.0084377337758582121 0.0016515566361006554 -0.0050479157912263033 0.0092143920136517864 0.095514546790859245 -0.0082365902937588924 0.26012396885502292 0.060978424439391589 -0.065077678720127694 -0.012743457733166831 0.035547232628978555 0.10931981017920799 -0.0056773526186299954
leaf_count=313614 906 7813 634 1065 60 9930 1803 26 32 5587 403 102 57 52 26 296 399 1375 3569 602 113 48 7876 20 104 54 1368 317 24 3656
internal_value=0 -0.0503933 -0.107721 -0.00963206 0.287135 -0.0240775 -0.105912 -0.258611 2.5378 -0.268732 0.00888895 0.199369 0.874876 1.23718 1.7346 -0.0569291 0.303227 -0.0670051 -0.0938298 -0.466883 -0.0719235 0.756292 -0.0832361 0.0261168 0.943733 0.604477 0.00313888 0.0912198 0.211258 0.0315684
internal_count=361931 48317 23295 25022 1125 23897 10311 7191 58 7133 1546 1143 237 180 128 8508 695 16104 14705 1236 13469 161 13308 5432 178 158 5254 3886 1399 13586
shrinkage=0.05


Tree=3213
num_leaves=31
num_cat=0
split_feature=728 1020 487 802 143 1458 1104 431 756 1260 288 1180 872 834 6 979 1047 792 628 690 431 84 862 700 915 489 1154 815 401 349
split_gain=15.1047 17.6388 17.5353 19.3189 18.1384 19.987 19.0438 21.3204 21.1665 22.4881 20.7967 19.4078 19.3807 21.2925 20.6723 20.2183 22.546 19.8112 27.1499 25.5963 24.49 24.4567 24.1271 23.2903 22.1768 21.4862 22.5658 29.6492 20.8113 20.595
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3945268872588026 1.0000000180025095e-35 -0.72319605263816955 0.19850331643925798 -1.1978730456585336 2.6840966146274705 -1.6026595041879164 -0.88869813477968873 1.3208321245950354 -0.10326085221677496 0.85297537480346686 -1.0725827591467278 2.1700102224353928 0.72513997688261689 -0.49510581225210099 1.0000000180025095e-35 -0.42130292805837244 -0.43796136125416657 -0.79136705758681958 -2.3409155202346787 -0.97446007815901359 -0.5538581720544965 -0.12507173255487114 -1.2296391088389425 1.0000000180025095e-35 0.67237773758774566 5.609600370218689 2.94959643644675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 10 12 9 -9 -6 -12 17 -14 15 16 -15 19 -19 -8 23 -22 -21 -20 -23 -24 27 -27 29 -29
right_child=1 -3 3 -5 6 -7 7 8 -10 -11 11 -13 13 14 -16 -17 -18 18 20 22 21 24 25 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0032335330425185844 -0.0036881087185969283 -0.000354384271851645 -0.0015352429246708315 -0.011071161982007893 -0.0020000483842614811 0.0018027506544875682 -0.0019250722606308807 0.088610435879082572 0.01857610816557739 -0.032722957953577179 -0.0068610697402811706 -0.03843182406969696 -0.0087628689709446771 -0.0024995652318183237 -0.013228051312224057 0.010576831871513311 0.0053784363847369961 -0.0032281313430175284 -0.00049586111122004262 -0.011688244567304893 0.079663921973862337 0.0020756686655479454 -0.009823863097310195 0.011553610268461127 -0.0034335121050991686 -0.00074242788383628762 0.0070366220451218379 0.010372360630415259 -0.10068367693797942 -0.072587548107873351
leaf_count=35372 47529 61561 17637 5277 12066 14955 16145 23 1469 268 689 487 1762 5971 791 5274 15148 29720 3309 1602 41 20815 1901 4626 17059 17268 18647 4453 24 42
internal_value=0 -0.0326082 0.00218338 -0.0647629 0.00757773 -0.0324257 0.0176682 0.0237596 0.276668 -0.399443 -0.0694537 -0.370561 0.0212461 0.0712535 0.0849997 0.094936 0.0649737 0.00957598 -0.0138926 0.0409276 0.0209037 -0.00344121 0.0688843 0.131093 -0.00548965 0.0782346 0.0876916 0.0344795 0.185077 0.194689
internal_count=361931 109090 252841 22914 229927 50327 179600 166358 1760 291 13242 1176 164598 28946 27184 26393 21119 135652 75570 60082 45850 37915 43937 7935 37874 42335 40434 21787 4519 4495
shrinkage=0.05


Tree=3214
num_leaves=31
num_cat=0
split_feature=785 263 119 150 405 56 933 497 1357 1113 659 1468 1429 126 54 363 866 902 765 1190 728 756 276 21 485 6 1470 1460 1463 322
split_gain=38.251 28.2771 32.0431 31.0522 29.3196 27.3647 26.5682 32.7865 24.0877 22.2957 24.4029 27.8757 23.2206 21.546 23.0633 22.7315 21.4521 21.2827 22.2133 21.4847 21.2662 21.254 22.4293 20.7714 20.453 20.651 20.4246 24.5012 21.9614 29.5487
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 -0.52571317712276111 1.0000000180025095e-35 1.0000000180025095e-35 0.68806224955729689 1.7001250133015622 1.3962008022525787 0.48828296772786134 0.62821384419828064 2.3011637109198864 1.0000000180025095e-35 1.0000000180025095e-35 -0.42445565733332025 0.29392446353077767 0.5880156106821478 2.1632409731494207 1.6309132583084023 -0.094151816122708329 -0.49008176997875957 -0.18794170858287426 -1.1991114977636668 1.0000000180025095e-35 1.6008250453392499 2.7937986258548126 -1.319112866592808 0.40135300256177026 0.94170239728407068 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 4 -3 5 26 7 13 9 10 11 12 -4 -5 15 -15 -11 18 19 -10 -1 22 -7 -22 25 -14 27 -2 -28 -30
right_child=1 3 8 6 -6 21 -8 -9 17 16 -12 -13 24 14 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00011898535423775911 0.00016942081620747976 -5.4046005140565047e-05 4.22905827952836e-05 -1.6257310623222541e-05 -0.00020000583074282024 -0.00039165768187789796 -6.7240150860105048e-05 0.00020141287528972185 -2.4493843414225447e-05 -8.7201043022961368e-05 -7.681129092912406e-05 0.00020870989796415064 -4.3365578041937465e-05 5.5991066538474444e-05 0.00016509877424359873 -0.0002992254765755179 7.0031638832356149e-05 0.00027309773045391651 -0.00054544813906988877 -0.00022398435240400191 2.1808929512889828e-06 1.4690434932174218e-05 -6.5421687541416631e-05 0.00012311724259464981 0.0001487455965110437 -0.00058089490845928294 -0.00014278345124215747 -0.00023485978669671642 0.00014857789645099302 -0.00023950413520440941
leaf_count=3396 2415 25045 43516 16393 15655 1562 7664 5989 6668 29918 15145 3172 32467 3586 7396 1027 5000 723 873 6479 11132 27021 15169 15031 2777 423 49000 1041 3818 2430
internal_value=0 -0.0299167 -0.0421862 0.0084117 -0.0763434 -0.0629389 0.0419294 0.0671148 -0.0215905 -0.0128631 0.00379793 0.0188905 0.0102488 0.0366249 0.100197 -0.0163187 -0.0641889 -0.118722 -0.14159 -0.117412 0.0526074 -0.0226091 -0.0926758 0.072338 -0.0341048 -0.0503436 -0.106699 0.0550735 -0.123677 0.0249022
internal_count=361931 332372 265272 67100 118111 102456 42055 34391 147161 132418 97500 82355 79183 28402 12009 4613 34918 14743 14020 13147 29559 43752 16731 26163 35667 32890 58704 3456 55248 6248
shrinkage=0.000980392


Tree=3215
num_leaves=31
num_cat=0
split_feature=1097 407 61 50 332 785 1455 1250 974 852 699 1454 713 215 317 924 1193 1465 1115 1041 1357 1165 956 970 1328 407 1335 533 393 613
split_gain=28.3045 33.1742 26.3283 25.0509 34.9309 28.7712 24.8229 23.7212 23.579 23.7872 27.2609 24.4558 23.5415 23.5031 23.0816 22.5457 25.6734 22.565 22.0847 24.1629 21.9901 25.2295 23.0421 22.8788 21.9473 21.6781 21.1513 20.805 24.7161 26.119
threshold=-0.64966988391888181 -1.2965003005540392 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 2.8565720557184995 1.7842202948349855 0.98362850890892195 1.0747610123934368 -0.055938265621191495 -0.90309121467478037 1.0000000180025095e-35 -1.2360170231263641 1.0000000180025095e-35 1.8999064755685127 1.9600208565237791 -0.13762826918422091 0.34870287691577911 -0.6603524198573546 1.0000000180025095e-35 1.0000000180025095e-35 1.8798048064557757 -0.95854312339747472 2.3648460020557844 0.84645902423176334 0.65645729003182229 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 6 4 27 24 20 12 9 15 25 -12 -4 -6 -2 17 -17 18 19 26 -1 22 -22 -23 -5 -11 -7 28 -3 -30
right_child=1 3 7 5 13 8 -8 -9 -10 10 11 -13 -14 -15 -16 16 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.684815879996244e-06 -1.7064157503168159e-05 -0.00014718124736537097 -1.4536381958026493e-05 0.00014219669784029421 -0.00022368035308453733 0.0001104088300855925 0.00021818709505643349 0.00010039311383472902 -6.1556788230631419e-05 0.00029097313775997116 0.00066734279318573359 -3.0168104459515714e-05 -0.00016159612627601061 1.6074141306925493e-05 -0.00015224392755840599 9.9936582672608445e-05 0.00064899850419334411 4.4418955463962629e-05 3.0504032842058213e-05 -0.00011244768880748301 -1.0874429496677582e-06 7.9905830742042921e-05 -0.00039207637394197942 -0.00020653006896297665 -0.00060257825782753915 2.7664744930097602e-05 -0.0002612211760595522 1.3171013529114418e-05 -9.8891842420398886e-05 0.00017294999383150688
leaf_count=43221 14610 28830 8429 10536 2347 4344 1814 2701 15745 4017 219 4768 30747 50300 16739 4905 389 27944 14589 17771 16896 1902 1397 13607 179 1893 844 9552 6853 3843
internal_value=0 -0.00825866 -0.054181 0.000654411 -0.0264703 0.0222984 -0.0282522 -0.10847 0.0112061 0.025996 0.116318 0.00109863 -0.127077 0.00778843 -0.0865729 0.0113295 0.143523 0.000289294 -0.0348675 -0.0766774 -0.0360712 -0.0882182 -0.0237618 -0.168508 0.131591 0.210638 0.0530162 -0.0803123 -0.11045 0.00134222
internal_count=361931 241217 120714 209868 101725 108143 78837 41877 97428 81683 10897 4987 39176 52647 31349 70786 5294 65492 37548 22959 77023 33802 18293 15509 10715 5910 5188 49078 39526 10696
shrinkage=0.000980392


Tree=3216
num_leaves=31
num_cat=0
split_feature=21 1451 1430 1298 1444 1469 1470 1457 395 81 428 1078 1319 1457 424 1466 900 123 1455 944 1027 1465 1465 1464 360 1458 1464 1437 635 747
split_gain=14.9345 17.1759 16.1768 24.0859 26.7071 25.4311 25.1724 44.1659 29.7889 23.3232 23.289 21.1807 22.045 21.0573 20.9008 20.3331 20.1876 19.2178 26.5022 24.2718 24.0297 22.3617 30.0044 23.0932 21.7118 21.477 20.1457 19.2116 21.2208 19.1154
threshold=-2.7818205974049124 0.29201411858153481 0.54622893720785959 1.0000000180025095e-35 0.61050815248025436 -1.1374964112163577 1.0659332135323951 -0.40225574754408544 1.0000000180025095e-35 0.27092051566662828 -0.97645198802912103 2.3773680579807461 2.3255496336404451 -0.32527573851921721 -0.31118717139325197 1.5748972947834672 0.24550582840614629 1.0000000180025095e-35 3.0460623713797315 2.4192199611162013 2.6446932872346749 -0.40063595989598516 -0.37037607656077315 0.42242115769873234 0.93354963465972762 -0.40093626605592042 1.0000000180025095e-35 1.4266783389745494 1.8194047917350706 0.98810451262880827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 11 8 14 10 -10 -7 12 -2 -9 -8 17 -11 19 21 20 -12 26 23 -23 25 -24 -19 -15 -29 -4
right_child=2 -3 29 -5 -6 6 7 13 9 16 15 -13 -14 27 -16 -17 -18 18 -20 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.031019418337619783 0.0027831388069251514 0.019033105002809872 0.00028828536321859468 4.6730702625844857e-05 -0.0074812323292451485 -0.014064527075490958 0.0058832733954779946 -0.03505856979583262 -0.001567566189485208 0.00083698207338198766 -0.005416225403376853 -0.029123585315414081 0.032460349957854143 -0.0097857271263560031 -0.0083411184513616198 -0.014884284730315743 0.010130679762630641 -0.011441186486058026 -0.048630174754241424 0.014161416948548054 -0.041180840973803756 0.069264915683947353 0.010520339655647117 -0.019746474028653441 0.017850691680744334 -0.0059839386688958236 0.0062665822434240879 -0.039037023903914753 0.064263136177135846 0.0052815960748435926
leaf_count=132 12696 807 75474 151806 17333 6416 3592 1012 25084 7940 19862 379 258 4986 3553 2498 4608 3200 168 936 467 155 2206 61 1574 3043 1666 605 21 9393
internal_value=0 0.277012 -0.00777914 -0.0172307 -0.0448987 -0.031472 -0.0483942 -0.154549 -0.0316386 0.0131504 -0.086052 0.0577952 0.0701259 -0.317883 -0.0143925 -0.0644368 0.0913222 -0.0468917 0.0335277 -0.0986065 -0.121209 0.0480923 0.136222 0.974827 0.103725 0.0228521 -0.0942381 -0.256222 -0.669913 0.0184838
internal_count=361931 939 360992 276125 124319 106986 93653 13769 79884 37632 42252 13333 12954 6624 7145 35836 12548 33338 12073 21265 20329 11905 7039 216 6823 5249 4866 5612 626 84867
shrinkage=0.05


Tree=3217
num_leaves=31
num_cat=0
split_feature=785 519 727 728 869 938 803 382 789 507 1052 791 712 1149 896 797 564 744 666 609 470 590 579 760 1121 566 490 782 706 649
split_gain=30.0207 24.7486 32.7923 30.1428 34.1941 30.1462 30.9322 29.0976 25.6965 24.9625 24.8356 26.9348 36.5998 25.4032 26.9568 27.4519 24.7551 34.0411 24.2221 37.8609 23.4174 23.3242 25.5482 24.3291 23.8759 22.9648 22.506 22.0391 21.7878 23.8572
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.1248358748350926 0.65809631222906606 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 3.070608018023568 0.13351389361957308 0.63961785378869596 -0.84605277249859834 0.44435819641028773 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 0.58895901036483078 1.0000000180025095e-35 -0.49884748463030409 0.80106270623882148 2.1059719136688364 1.5123577048319501 1.0000000180025095e-35 1.0455881621042182 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 28 9 5 6 10 8 -4 -2 11 13 20 14 -5 -16 -14 27 -8 -20 -13 22 -11 24 -24 -6 -19 -18 -3 -30
right_child=1 2 7 4 25 -7 18 -9 -10 21 -12 12 16 -15 15 -17 17 26 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=4.7296005219438199e-05 -8.5882436420609905e-06 -0.00011915219097424717 0.00026523328463400595 -4.0638265261821915e-06 -9.393876315851683e-05 -7.321627288814265e-05 2.6154676412185727e-05 5.7209108902888315e-06 -6.3779120584742712e-05 7.1758592997966703e-05 -0.00018292610877386974 -0.0001899462379320486 -8.1368801587696621e-05 0.00022278414623056351 -5.5035570866072503e-05 -0.00022482633501255572 0.00033845546796790963 1.3309712960822269e-05 0.00035983209911058457 -0.00051061243983821264 3.0013535039456566e-05 -0.00015005842984306653 0.00020960695045499654 0.00046538757104709193 -0.00062412341541910718 9.9742711606319858e-05 -0.00071790814832682853 0.00013423698099974184 -0.00012592469806915602 0.00028196180374886711
leaf_count=29559 48652 6791 5244 42662 82198 53095 3905 5700 1127 6552 5155 5942 3552 1542 20098 6251 3215 4517 2432 230 5797 1387 752 1644 196 3066 225 7789 1181 1475
internal_value=0 -0.0250375 0.0435269 -0.03106 -0.0431363 -0.0249434 -0.00514271 0.112051 0.207886 0.0142442 -0.015125 -0.0080426 0.0481327 -0.0324552 -0.0396 -0.0966623 0.10174 0.134784 0.136388 0.289445 -0.0666173 0.107828 0.146904 0.32109 0.0533946 -0.0863442 -0.0168024 0.200066 -0.0553599 0.110854
internal_count=361931 332372 21518 310854 251671 166407 113312 12071 6371 59183 106745 101590 31037 70553 69011 26349 19298 15746 6567 2662 11739 10531 9144 2592 948 85264 4742 11004 9447 2656
shrinkage=0.000980392


Tree=3218
num_leaves=31
num_cat=0
split_feature=785 728 784 921 728 1022 1016 346 1249 1040 647 590 759 727 730 783 514 934 603 660 21 990 834 620 678 677 516 1388 401 848
split_gain=45.0775 29.9095 27.3516 28.6979 27.2671 25.3691 25.8671 23.6006 24.4487 28.7786 23.3915 54.135 23.0362 22.7171 22.3521 31.7013 26.9671 26.5042 23.069 25.1565 21.823 20.7526 20.5349 20.3032 20.1902 20.7599 20.1119 22.9407 20.2877 20.8352
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 -0.87782724458594241 0.58895901036483078 2.7993186572179827 -1.5722412400100421 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 1.0000000180025095e-35 1.09266583130301 2.0780443506202029 0.16760437365778322 6.0948733974029876 1.0000000180025095e-35 1.0000000180025095e-35 -1.0285454770005755 0.66778437295061321 0.29201541795256047
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 14 -1 6 7 8 9 22 11 -3 24 -5 15 16 -4 18 19 -16 23 -15 -2 -6 25 -11 28 -28 -17 -30
right_child=1 10 3 13 20 -7 -8 -9 -10 12 -12 -13 -14 21 17 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00013655776047594677 -0.00035515259955987204 -6.9998761391970078e-05 3.3660535227012348e-05 -0.00011176380254030749 7.2444333526932201e-05 -9.9147061246481283e-06 -3.0888463480584884e-05 -0.00021229413293144637 -0.00022653230008884835 -7.6261415945413712e-05 -8.062062091293535e-05 0.00040747580296593579 0.00078634536058671373 0.0001296658100263294 0.0001574973893596161 -0.00023419049944568889 0.00040634762898736842 -4.6524198921935737e-05 -4.3751885014454755e-06 0.00053515235884627789 0.00013124476039790483 0.00041141079208437793 0.0009135167238769103 -0.00011731360993367021 0.00080614930766670638 0.00011455481044573282 -0.00031114654800620996 7.2989121973159134e-06 -9.9672047702681286e-05 0.00055554508612914316
leaf_count=3396 2747 4821 6880 1294 7332 103001 45923 14802 6707 13021 93730 1384 210 4808 2134 5966 1041 3732 1982 1097 15031 1493 95 3800 102 3683 1407 9299 713 300
internal_value=0 -0.0324958 -0.0196381 0.030186 0.0569844 -0.0317795 -0.0639867 -0.118456 -0.074401 -0.0329938 -0.0710865 0.0682173 0.00160178 0.147128 0.00248542 -0.0311978 0.0841078 0.0951338 0.192467 0.29568 0.0793556 0.198404 -0.312046 0.00754399 -0.00924895 -0.0185281 -0.0835378 -0.0269847 -0.181972 0.0884806
internal_count=361931 332372 232437 42146 29559 190291 87290 41367 26565 19858 99935 6205 17016 7595 34551 25606 7921 8945 5213 3231 26163 6301 2842 11132 16806 16704 17685 10706 6979 1013
shrinkage=0.000980392


Tree=3219
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 647 590 1022 1016 346 1249 1040 759 728 834 678 710 691 1002 209 494 730 783 514 934 603 660 677 563 8
split_gain=35.1228 23.9217 23.7035 24.5673 22.8116 22.0411 53.3457 21.0438 22.368 21.8207 22.9212 27.0639 21.2143 21.0069 20.587 20.5637 20.4212 24.5939 20.5552 22.5241 21.5176 20.4017 29.4585 26.7872 26.3249 22.2232 24.4277 20.3693 19.7276 19.4993
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 -0.49008176997875957 2.0780443506202029 6.0948733974029876 0.76029184741838574 -0.3266635670241857 0.69854289147193727 0.23696906566319156 0.9338414958155935 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 1.0000000180025095e-35 2.0405992520496379 -1.298475463871557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 7 21 16 6 -3 8 9 10 11 14 15 -1 -2 27 18 -18 20 -20 -5 22 23 -4 25 26 -23 -13 -26 -28
right_child=1 5 3 4 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 19 -21 -22 24 -24 -25 28 -27 29 -29 -30 -31
leaf_value=-0.00011890292451360965 -0.0003411986378971416 -6.4337741334327426e-05 3.354527425763363e-05 0.00026277994926487183 0.00046250387146561838 -7.1543474984767693e-05 0.00041051123106101441 -7.3663110678213193e-06 -2.594394551010977e-05 -0.00019848144672937653 -0.00021342217991942086 -6.8922163590760867e-05 0.00076000252197778594 7.0005996493196801e-05 0.00093716138143001458 0.00081980203122440946 -0.00044809978091527318 0.00015936727318326414 -0.00047653599322098407 0.00018044859190730075 -0.00012955965261836024 0.00015579017215787598 -7.6427762412068284e-05 0.00040539280167708937 -7.5301329216927011e-05 -2.9081668501278098e-06 -0.00043801741380376661 0.00012053395366049766 0.00084404557953191711 0.00060310778986698375
leaf_count=3396 2747 4821 6880 3890 894 93730 1384 103001 45923 14802 6707 13021 210 26163 95 102 642 573 445 435 716 2134 17685 1041 3635 1982 101 3683 97 996
internal_value=0 -0.0274439 -0.0159351 0.0305401 0.139048 -0.0620974 0.0734123 -0.0272622 -0.0566958 -0.10759 -0.0651288 -0.0249812 0.0085489 0.0517511 -0.297428 -0.0019408 0.0984181 -0.158511 0.15127 -0.141811 0.207499 0.00488044 -0.0273683 0.0839181 0.0935334 0.190742 0.292197 -0.0113688 -0.048739 0.539145
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 41367 26565 19858 17016 29559 2842 16806 6701 1215 5486 880 4606 34551 25606 7921 8945 5213 3231 16704 3732 1097
shrinkage=0.000980392


Tree=3220
num_leaves=31
num_cat=0
split_feature=785 519 727 588 727 583 906 854 550 552 782 708 1368 909 1120 1116 382 921 911 1181 831 43 914 767 641 853 1464 562 774 20
split_gain=15.6881 16.0308 27.631 29.878 26.3578 30.3939 25.3813 27.0285 24.9712 24.7102 25.4002 25.4812 24.4713 24.8271 24.2264 23.5857 23.3373 22.502 22.0405 21.6184 28.5151 21.3811 21.3791 22.2509 20.7201 20.5237 20.4951 20.488 23.9615 22.7475
threshold=-0.86283290253235112 2.1420547332082829 -0.682906484622256 0.71188872395471614 -1.1275738623161491 -0.55326332990463356 -0.018969399028744477 1.1246320002485164 0.29966714842153758 2.9639853142957668 -0.84243843966579501 -0.19102678227058997 0.70892277612114496 1.0177766212561699 -0.096156760142655798 2.6508024497224683 1.0000000180025095e-35 1.0000000180025095e-35 0.80962313860796276 0.19215475006328311 -0.42176929943802927 2.2744972866152193 2.4975337861131606 0.3977388842961545 3.9256961922190565 0.91359539958596292 1.3432333345275824 0.72251306911773461 1.7780354180941107 0.1725126358221262
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 19 16 5 8 7 21 24 10 -7 -12 13 -8 -11 -9 17 25 -5 20 -3 -6 27 -24 -2 -4 -14 28 -13 -30
right_child=1 2 3 18 6 9 12 15 -10 14 11 22 26 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0020450249405240036 0.0028626566064828274 0.0014387851044061358 -0.0017885399756118747 0.016648004905898881 0.00017955101915112265 0.009298371979669158 -0.0031112465560638107 -0.0085277722749308362 0.014382003902174348 0.0026822809719223208 0.0072960319377269227 -0.0066763596963223875 -0.00033834553251002456 -0.010012602516452992 0.045276176729960677 0.025510360949368482 -0.00291496621066824 0.014094486781878624 -0.002660851523539301 0.0036919192852922869 -0.0233153322391597 -0.0091093277311089915 0.025438305432926051 -0.024023007261299984 0.048281983623380237 0.014854882546418025 0.013437223682398622 0.0012072790767143514 0.019207971652139371 -0.017175028720289517
leaf_count=29559 15243 968 4030 2823 132780 2572 80925 9084 2485 420 3129 18981 18094 8572 272 279 6679 2376 823 1456 1339 5197 588 152 111 1024 1445 9472 754 299
internal_value=0 -0.0123569 0.0430593 0.077054 -0.0172369 0.0280503 -0.0279198 -0.00852969 0.101362 -0.0118187 -0.0205601 -0.0391996 -0.0576137 -0.0767974 0.407862 -0.144548 0.032479 0.113912 0.2448 -0.126358 -0.261038 -0.00107839 -0.0619436 0.316529 0.0647656 0.0334149 0.0156384 -0.0724241 -0.112877 0.201051
internal_count=361931 332372 21518 17755 310854 54478 256376 147340 17839 36639 35947 33375 109036 89497 692 9363 14109 7430 3646 3763 2307 137977 30246 740 15354 5054 19539 29506 20034 1053
shrinkage=0.05


Tree=3221
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 728 1038 837 277 1031 1442 128 705 21 513 142 671 419 356 1455 21 773 953 1085 85 471 1180 1323 138 1381 1061
split_gain=32.2741 27.5656 24.3121 41.3965 23.448 21.2281 21.0086 28.8702 25.1591 20.4896 22.2142 21.8915 21.1525 20.4412 20.0736 19.9726 19.6599 19.9267 19.4307 19.2667 19.2606 19.032 29.8621 24.4678 18.8771 18.5607 20.0691 22.1275 18.7153 18.5989
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.49008176997875957 -0.88201376903089468 0.64384972645585192 1.383899167819199 1.0000000180025095e-35 -1.2625182715263061 2.8224158231388636 1.4125972960924511 -1.0798509198017876 1.0454229551509682 -1.0084476995208638 5.6047752163038629 -1.897390608129444 -0.37934369821213149 0.80851755981579754 1.0000000180025095e-35 0.76797286715540614 1.0000000180025095e-35 1.0000000180025095e-35 0.62208822207173298 1.0000000180025095e-35 2.1402627851838787 0.80690066075526024 -0.41060383156548091 -0.59197074356435964 1.0945056037581338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 5 -1 -4 9 8 14 12 11 15 18 25 -8 -11 17 -10 -2 -6 -14 22 23 -21 -7 26 28 -28 -13 -30
right_child=1 -3 3 -5 19 24 7 -9 16 10 -12 13 20 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00013299482308452059 -1.268337641136753e-05 -7.5147342103570425e-05 -0.00026815941912843792 0.00036474147813287181 -2.526995781046887e-07 -6.3153563562732583e-05 0.00015407853972682688 -0.0002588460822503397 1.2916932254913052e-05 -6.2447814944465531e-06 -0.00028935709350221412 -8.0989137654472016e-05 -5.4222162456445205e-05 0.00034872699191177851 -3.2812412805748972e-05 -0.00085308474256645835 -0.00012792575111469459 0.0028541529738125636 0.00031151691912637648 2.7506519638211025e-05 -0.00018949107430558376 0.00019424235773579063 0.00018525492157821919 -0.00033031661108365518 0.00012631023155396435 -0.00052220955193012881 -0.00052641243826759938 6.2618092453421115e-05 0.00026957803716967692 -0.00040024994459455571
leaf_count=3396 4599 69820 1206 1780 11132 3944 3194 4833 35 142562 1701 1177 28073 1232 27616 136 21028 22 1152 2634 7710 7704 3492 1201 5612 330 474 744 3152 240
internal_value=0 -0.0294185 -0.0197109 0.0720776 0.0464413 0.0214852 -0.0250221 -0.0670891 -0.0516309 -0.0144286 -0.00342245 -0.000950222 -0.0638624 0.114318 -0.0131068 -0.00716831 -0.125901 1.30232 0.0820293 0.0672596 -0.0850044 0.118669 0.0426606 -0.0840734 0.0523136 0.0601477 0.084671 -0.16086 0.151339 0.234305
internal_count=361931 332372 262552 12542 29559 10762 250010 56728 51895 193282 151748 150047 41534 7349 30810 142698 21085 57 5751 26163 35783 15031 7327 3835 9556 6117 5787 1218 4569 3392
shrinkage=0.000980392


Tree=3222
num_leaves=31
num_cat=0
split_feature=51 701 1392 1312 767 626 707 86 979 639 1181 1464 1462 1452 45 1098 1329 572 1387 151 1329 768 1149 970 629 516 1119 641 1254 1394
split_gain=15.1388 21.0648 20.1375 21.9901 22.1744 20.0635 21.5922 20.4284 21.7967 20.0498 21.3866 19.3229 22.6202 26.295 21.66 21.6322 21.4409 19.3095 22.1829 19.8454 19.4285 19.125 18.1956 18.55 18.1281 18.0838 21.8238 18.0688 19.2231 18.1132
threshold=1.0000000180025095e-35 2.1354889847933296 -0.5707015408035635 0.15202594585901708 -1.268980754992016 1.4669762110987208 0.22483237768696321 -0.71524897216182559 0.14894236186051119 -0.18837202863290645 1.4108822715038873 1.0492743780141727 0.75580104903291256 0.38614139544283571 -0.4851739300165801 -0.37373492001924641 -0.22333685790342903 0.71038063761083969 -0.87934048983315061 1.5140142372431677 -0.28774001130069454 2.0294980869966444 -0.45171589405301432 1.8751349660388528 0.28062584493322895 1.0000000180025095e-35 -0.29161794690097564 0.91702238292373817 0.9370596898072393 -0.45112328196151397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -7 8 22 10 -9 12 13 -6 -14 17 -16 19 20 25 -19 -12 23 -2 -23 -15 -27 28 29 -17
right_child=1 -3 3 -5 11 6 -8 9 -10 -11 21 -13 14 15 16 27 -18 18 -20 -21 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00019370264653532747 0.0069846771135858091 -0.012040091198655961 -0.0082730996867740186 -0.0029827501988179336 0.0033365710879845484 0.012498991425209023 -0.0067751029768428773 -0.0048784692215033745 0.0061715079605322905 -0.0098750205581584864 0.0036009991722608103 0.0080326247454748818 -0.014851587800155976 -0.024193074552550389 -0.0085548820126024206 -0.0079551645129411607 0.0094261507437234573 0.076345029760323257 -0.0024123751279015557 0.017935040243466226 -0.004888432489678427 0.0028351082423947096 -0.0093294249864920697 -0.030716312855323676 0.066734291492790351 -0.0253458067477716 0.00023828399532804779 -0.02112224946176355 -0.025962045127123603 0.017624469162171849
leaf_count=223819 2659 2956 4266 28332 33081 2321 1572 18387 5118 13690 2001 5471 2366 1818 1827 515 1519 93 783 262 72 112 4368 308 106 705 1387 385 208 1424
internal_value=0 -0.028026 -0.0237027 -0.00218086 0.0236672 -0.0653929 0.106709 -0.0806492 0.00499482 -0.114632 -0.0664851 0.0351503 0.0191553 0.0387173 -0.116283 -0.0871018 -0.00506882 -0.179668 0.139803 -0.2481 0.896859 0.149974 -0.0873045 0.0762376 0.764655 -0.293059 -0.153115 0.0849147 0.159843 0.228195
internal_count=361931 138112 135156 84514 56182 50642 3893 46749 12453 34296 20606 51916 46445 40733 5712 7652 3346 5120 948 4172 165 2219 7335 2967 218 3910 2092 2532 2147 1939
shrinkage=0.05


Tree=3223
num_leaves=31
num_cat=0
split_feature=545 1442 705 401 1445 1461 623 419 1254 930 416 975 208 1396 1464 410 54 1469 1050 1053 1468 73 773 898 1384 1272 1467 1050 773 558
split_gain=31.1437 30.7546 27.7637 25.9197 25.8712 28.0341 25.394 23.1505 25.088 23.0487 23.2845 23.0557 22.7289 22.5254 21.8808 21.9527 21.424 29.3128 23.7933 22.6962 21.0065 20.7648 24.2553 20.391 24.3463 19.7252 19.4823 19.2678 19.0109 19.1264
threshold=-1.0372938969678034 -1.2625182715263061 0.87723755459486374 0.66778437295061321 1.6380901172106308 1.4098417307792441 -0.024657624075993714 -0.37884089540317273 -1.3110776810037013 1.0000000180025095e-35 3.2292583109233575 1.2511242243165122 1.9192360597126046 0.66386066127205579 0.2602645535820674 0.47782099361054431 -0.42445565733332025 -1.1256941366283033 1.1933093978785625 -0.59090804226782845 1.7230169708605612 -0.2334644764982769 -1.0999140867602797 -0.050940255296943196 -0.26622167469113373 1.0000000180025095e-35 1.4133641467104867 -0.39620818768670413 -0.36173168794207189 1.329275187929347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 9 5 13 12 8 -8 10 26 -11 21 -2 -9 20 17 -5 19 -19 -16 -3 -23 27 -25 -20 -4 28 29 -10
right_child=1 2 3 16 -6 -7 7 14 23 11 -12 -13 -14 -15 15 -17 -18 18 25 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.3724010739315336e-05 -2.8484508259870721e-05 -5.9397770751658544e-06 -8.3642853483140264e-05 0.00037433735875093936 -0.00016650445723651017 0.00019235834435620022 0.00043736744454525909 5.4754793018523113e-06 -5.7270084958614077e-05 2.7295686427438282e-05 0.00090325456923479931 0.00022816751430335306 -0.00021906890659470783 -0.00022355476410243556 0.00014937931173159607 -9.4146253593239767e-05 0.0001795815336036148 -0.00036608463713051867 -8.4872111671635911e-05 9.090369816659361e-05 -0.00015114244970117823 -0.0002760774678749314 -6.0749731061594471e-05 -3.0049867322550155e-05 -0.0002778059641273126 -0.00076580184284764225 0.00023411949176086347 3.4902304099478189e-05 -0.00026608378564905159 0.00059348513797168045
leaf_count=94059 20717 43845 15004 735 14673 2379 547 46625 2155 22925 93 2897 4054 4189 12867 2622 8296 584 367 2507 1127 3645 32091 4001 4270 333 965 10513 2606 240
internal_value=0 -0.0118426 -0.00246408 0.0398442 -0.0744515 -0.0347024 -0.0168698 0.00905677 -0.0502826 0.0119833 -0.0568236 0.0509653 -0.0456923 -0.0599092 0.0308644 0.0970275 0.120247 0.0059075 -0.0678638 0.0105484 0.128469 -0.0377467 -0.080287 -0.0607947 -0.155873 -0.411273 -0.0644835 -0.0152421 -0.134301 0.0112704
internal_count=361931 267872 225914 54706 41958 27285 171208 87573 24332 41884 16062 25822 83635 24906 63241 16616 12822 4526 3791 3091 13994 79581 35736 23785 8271 700 15969 15514 5001 2395
shrinkage=0.000980392


Tree=3224
num_leaves=31
num_cat=0
split_feature=470 464 1047 703 693 663 3 574 647 634 1464 1464 1451 1454 294 1079 900 1221 1459 610 1466 89 1435 1454 282 223 358 1459 1460 1452
split_gain=14.9406 27.1283 18.7669 19.2517 26.5846 21.3288 18.8073 18.7506 25.1804 23.7181 21.4303 29.3133 35.2784 25.703 25.0746 23.9482 21.9568 21.9443 21.3169 26.3634 25.1512 21.9504 21.8347 23.6224 22.5982 20.6155 20.1611 19.6307 34.7506 32.384
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.64366902969566719 -0.13096253497301083 -0.9502611502085424 1.4235955587541096 -0.8234637167948361 0.6251511886302028 -0.87782724458594241 0.69964236191047335 -0.13737360038314356 -0.16600975687015471 -0.17514941140794424 1.3030628896944136 1.9938835252753238 1.9634214862007473 1.8237275434728 1.9111042213368361 0.53912233727729608 3.288219859444637 2.8104277349532114 -0.54652204544211602 1.0000000180025095e-35 1.6537132332631717 0.53140063890249745 2.2249832450879148 0.61484592049841058 0.59499139038429327 0.099810043912261961 -0.52432220502390359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 10 9 -9 11 15 13 -13 -14 18 25 -12 20 27 22 -22 -2 24 -24 -17 -19 28 -20 -29
right_child=7 -3 -4 4 5 6 -8 8 -10 -11 17 12 14 -15 -16 16 -18 26 19 -21 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.012320305285276919 -0.00063587583212818411 -3.533952761624639e-05 -0.0022628422714599111 0.030166696165527536 -0.0073450392734892671 -0.024657417414902863 0.031589758631547317 0.016328500365079459 0.0017095517561666416 -0.01383900587429337 0.0016670455709421083 0.0016597685774252476 -0.041601703365584504 -0.048404094205018788 0.043716857279965861 0.0034027110391079102 0.03392080415712509 -0.0024841899220328415 0.025481489933907676 0.067050307709823731 0.044877951147193368 0.0042485493932966963 -0.0059902924274905685 -0.020073946373976592 0.00077974521964460988 0.056664387859530166 -0.022106284382597107 0.0079791295767048086 -0.019990971306167209 -0.0033378326224755687
leaf_count=11940 35875 89765 60046 671 7400 226 531 2167 29513 325 64712 1135 703 149 45 3291 298 2822 866 60 216 463 23779 1252 9284 78 989 4507 278 8545
internal_value=0 -0.0252767 -0.0662271 -0.154739 -0.0462949 -0.0924237 0.380241 0.00543452 0.0526812 0.250268 -0.0049 -0.0281826 -0.299844 -0.0807891 -0.714488 -0.0220287 0.146034 0.0243114 -0.0303395 0.045759 -0.0474851 0.36283 -0.0520822 -0.0941478 -0.0820896 0.0949862 -0.149585 0.0389838 0.310035 0.0147499
internal_count=361931 170579 80814 20768 8828 8157 757 191352 32005 2492 159347 90824 2032 1284 748 88792 3667 68523 85125 14256 70869 679 70190 34315 33063 3369 3811 14196 1144 13052
shrinkage=0.05


Tree=3225
num_leaves=31
num_cat=0
split_feature=800 1099 516 789 840 429 493 416 497 212 588 731 689 507 858 290 921 1016 1356 776 429 1356 376 1470 513 821 907 973 1250 1041
split_gain=15.0113 19.2126 18.2735 24.5109 24.1973 24.1185 22.8939 22.6188 21.6909 20.9078 23.7326 29.8335 35.9804 32.208 29.4758 28.5135 28.8191 25.7896 25.492 24.4515 24.0002 23.9595 23.8207 24.3275 22.2106 25.7331 21.596 21.4705 22.0656 21.0932
threshold=-0.57812715656594349 3.1210475520479206 1.0000000180025095e-35 1.1248358748350926 2.6367356733857314 1.3716071297642392 0.54766176810158995 -0.6163339499014554 -0.79112106784012626 -0.83902142457687512 2.250834115212506 1.7256957373890334 0.72022076402865742 1.0941628986121894 1.0825608069246189 2.044301423488688 1.0000000180025095e-35 2.6153699637890528 2.0056820137573372 2.6594279389030699 0.60147285366666259 3.6762642043440832 -0.5514799173923951 -1.2126727935954851 1.0454229551509682 -1.3373200915743719 0.48132233455903634 0.70318917643252199 0.14276332292998981 -1.1134906285344466
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 9 6 -2 -7 -5 -4 11 15 13 27 24 16 -11 18 19 -18 -20 -22 -17 -24 25 -12 -15 28 -13 -25
right_child=2 -3 3 8 -6 7 -8 -9 -10 10 14 12 -14 26 -16 22 17 -19 20 -21 21 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0014450771143415799 -0.0041184102218272227 -0.0086008244574523208 -0.0030087315696722028 0.0092766311552224638 0.0098633038203025936 -0.013585961682634285 -0.00048398086234142208 0.0049915696881365247 -0.0042752978240242498 -0.0023760827457059023 -0.013847957688231853 0.0015852952806485498 -0.0067987958971544643 0.010289561414353464 -0.011834349078083995 -0.0056147011339609566 0.0016599734791777579 -0.022454353513058942 0.019178890720250988 -0.032833531444735303 0.0052236234362124752 -0.045340765470545372 -0.014748783168839978 -0.026167815616176388 0.01926653288483229 0.0088216670799301598 0.029145051488640411 -0.0056542823066907423 0.013613814231808859 0.018396316832776295
leaf_count=68964 61504 3469 23735 1772 3262 1320 49968 9577 21952 58928 831 4290 2868 1974 817 1013 27847 458 1731 343 577 140 310 176 1779 3388 998 2426 3057 2457
internal_value=0 0.0219144 -0.0148566 2.80122e-05 0.0116038 -0.0388519 -0.0506043 0.0659209 -0.0670299 0.00676384 0.0186655 0.00976546 0.0985468 0.146478 0.13834 -0.00643711 -0.0158161 0.0388141 0.0474649 0.0266298 0.251256 -0.0744488 0.166902 0.261672 0.189298 0.105858 0.335552 0.0823816 0.137723 0.326695
internal_count=361931 72433 289498 167129 143405 122369 111472 10897 23724 140143 116408 109593 15613 12745 6815 93980 90024 31096 30638 28190 2448 717 3956 2943 5998 4219 2972 9773 7347 2633
shrinkage=0.05


Tree=3226
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1154 1160 1360 984 201 876 1463 1045 771 192 1470 775 1365 841 1161 1175 622 359 970 293 839 1451 554 149 1153 289 1116
split_gain=14.6639 27.9854 22.0556 18.1355 18.9547 20.796 19.6483 23.5817 19.5882 22.9026 24.714 22.4133 21.7192 20.7493 41.2337 19.8447 19.4591 19.4005 19.4333 18.9527 22.8457 21.445 20.641 19.4393 18.8542 20.2348 18.8392 18.7774 21.5829 18.7276
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 1.0000000180025095e-35 1.0000000180025095e-35 1.1324559382631265 -0.52033721508787312 -0.35680864956703257 1.0000000180025095e-35 1.2754859865074317 2.018280479798189 -1.2644286606013362 4.4983467421198222 -1.2244994683729653 -1.0445042019789488 -0.42638832581415231 0.97766024042254773 -0.92422161023524152 0.8730302394285786 -0.85683284635412982 -0.34956513882970325 3.1033188118679131 -1.6365145836674724 0.20766434934221731 0.83690148397000685 0.035730506133813476 -0.74616412261383713 1.0000000180025095e-35 -0.44784970516125749 -0.8027101699990894
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 7 17 15 11 -11 -10 13 14 -13 24 -7 18 -6 -5 21 22 -21 -23 -4 -26 -17 28 -16 -8
right_child=-2 -3 3 19 6 16 29 -9 9 10 -12 12 -14 -15 27 26 -18 -19 -20 20 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0028256565581279984 0.0002996649995672753 3.1922936931062374e-05 -0.015618248453317749 -0.012666782136928269 0.072790427530922616 -0.018773259687877228 -0.022882664873144769 -0.006414123274207483 -0.053391065145538791 0.014734766365630756 0.13841026701399883 0.14162144379680155 0.072792412171295395 -0.0041399499319642518 -0.046151340630671868 -0.014002475085668056 0.0092416667650348314 0.013646552395644546 -0.033331550910111626 0.089929606924817898 -0.0022049664912761752 0.008179594251566679 0.0093897002723900645 0.13389679189167619 -0.015933956048700664 0.017894568696553967 -0.0032966962586312223 0.040273151970137394 0.014637516683909103 -0.001118631013946753
leaf_count=5995 197825 89418 8889 1326 140 6514 934 909 369 1043 29 38 51 10457 179 4320 807 1111 41 45 3717 42 2644 31 755 566 18430 217 268 4821
internal_value=0 -0.0244546 -0.065942 -0.0837196 -0.101986 -0.125549 0.00374163 0.192957 -0.107094 -0.00830658 0.363766 -0.049874 -0.033344 -0.0444711 0.371638 -0.14221 -0.306656 0.379659 1.11066 0.028503 0.0828026 0.256174 0.218428 1.55079 -0.256029 0.0427916 -0.100356 0.218932 -0.0909311 -0.0711452
internal_count=361931 164106 74688 68693 60888 52932 7956 2201 45611 12651 1072 11579 11210 11159 702 32960 7321 1292 181 7805 6479 2762 2689 73 10210 1321 22750 664 447 5755
shrinkage=0.05


Tree=3227
num_leaves=31
num_cat=0
split_feature=253 1443 122 70 48 703 72 834 903 653 976 206 293 14 835 216 649 1430 0 904 278 225 429 1437 933 628 1034 656 975 1051
split_gain=14.5858 17.8504 18.988 28.8004 24.2801 19.047 26.446 20.6688 20.2361 19.8445 19.0324 21.4003 20.185 18.8005 18.7552 18.6185 20.4456 19.9468 19.6794 20.5222 19.4791 19.2593 20.3947 19.5619 19.6432 19.9163 19.1633 23.1545 23.0192 20.7187
threshold=1.0000000180025095e-35 1.593744732512876 1.2828132024160503 -0.048321633770086199 1.0000000180025095e-35 -0.37992266909567096 -0.12638983509801302 1.0595397377773081 -0.47448057729849519 1.4216543509230546 1.0717860237925501 0.10854734346751431 0.343694996952913 -1.7926358038970283 0.62065356259679716 -0.49136298819142255 1.0000000180025095e-35 2.3858586375782362 -1.2763526382948709 2.0335464953092122 0.81360587175685184 -0.14891131051072226 0.40656232699999179 1.4266783389745494 2.2214874143667376 -0.15654453166732019 0.40691782489701545 1.1531745555288282 0.61008141443879438 -0.47972831128175802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 15 9 10 -8 -9 -4 11 -7 -13 -6 -14 16 -3 18 -17 21 -19 23 -23 24 25 -20 27 -21 -28 -30
right_child=1 2 3 -5 13 6 7 8 -10 -11 -12 12 14 -15 -16 17 -18 20 19 26 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00019990354191297399 -0.00074696812884295441 -0.0010882482254765185 -0.010453789134432012 -0.010759498077015608 0.0582230886089697 0.070879244724788515 -0.0022828132747631544 0.13358471492878873 0.0079338671463775236 0.055996728876540738 0.09440834986054196 -0.031217835401103081 0.004941513710892239 -0.013882708922725327 0.14466424870096992 -0.019485825377995272 -0.017860597678039554 0.046720183264176755 0.011944162088939518 -0.0083081361919149013 -0.029721253667808908 -0.0024612679296112539 -0.024918060122023883 0.071979372792325122 0.039543885269924958 -0.0068433369384482403 0.035623581103849243 0.10659007040211828 -0.010875056722434643 0.20923409799116791
leaf_count=231805 103283 2447 642 1269 67 135 442 28 42 83 106 121 42 6999 23 1116 2645 208 1747 450 59 4118 1083 70 213 2382 207 31 28 40
internal_value=0 -0.0280831 -0.0933933 0.110388 -0.12014 0.329241 0.552461 0.171728 1.33497 -0.0237711 1.02154 0.690508 0.0773911 -0.262394 1.18182 -0.0647163 -0.195788 -0.000619477 -0.0223374 0.0149206 0.616482 -0.0176404 -0.143853 0.107142 0.0832674 0.0373149 0.497755 0.0752441 1.04774 2.96405
internal_count=361931 130126 26843 2933 23910 1664 939 512 70 725 427 321 186 7066 65 16844 5092 11752 11485 10369 267 9613 5201 4412 4342 4129 756 481 275 68
shrinkage=0.05


Tree=3228
num_leaves=31
num_cat=0
split_feature=43 811 970 843 1182 851 325 418 1463 1464 1464 678 1467 1458 1465 1459 1451 219 1452 1458 1452 835 1465 1459 1454 1462 1463 1456 1463 1454
split_gain=14.4649 16.3749 20.3018 22.5812 25.448 27.8642 21.3794 20.9624 20.584 25.1494 31.5962 28.0106 24.0412 34.8743 29.2574 24.2959 25.676 20.2771 19.8744 26.7086 27.3424 24.5375 23.7321 27.5492 30.0526 22.991 23.0403 26.4953 25.7557 22.0231
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.73523696961037277 -0.34071346371388594 0.60621407406444783 3.4913968833368396 3.8083144551149997 3.1230192254259843 -0.052537044703927886 -0.46204076373648789 -0.42913060951834736 2.2630177386489128 -0.47799446732384149 -0.54544881628266473 -0.40523020188868136 -0.44254886610018701 0.99056351808123821 -0.51980311732597484 0.36298760781558276 -0.28493683055346192 0.13166737952109073 -1.2121061956030001 -0.34934968739461808 -0.27674264624793327 2.6579444067051354 1.7040583319813172 0.34874662877675894 2.0994270724704638 0.11958884464899855 -0.74726004084035758
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 17 -7 9 11 -11 -5 13 14 -10 -16 -17 -1 19 20 -14 -20 -21 24 29 26 28 -28 -22 -24
right_child=-2 -3 3 8 -6 7 -8 -9 12 10 -12 -13 18 -15 15 16 -18 -19 21 22 25 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00040045826723881752 -0.0019291798086785265 -0.0016344216585452668 -0.00044662002309957499 -0.0023054568610951995 -0.0070663601644779155 -0.02804777548253759 -0.046277265663107088 0.074211217442835695 0.00084206409418005634 0.03704953185720173 0.0010551454071681592 -0.019155231581256562 -0.0045824636264453966 0.0027070487203127041 0.0069512647282313732 0.029895511728192332 -0.024501150601121513 0.0040813966926920983 0.024136994274841783 0.011722568189680399 0.013091225036024216 -0.0061286647135640367 -0.039546041506331502 -0.0062732816470099347 0.054184797719890314 -0.07581924557970264 0.027897531668138794 -0.090617292876709207 -0.040225133216410691 0.0085150502745693201
leaf_count=21073 74777 64533 42695 27855 13098 891 150 27 1571 260 38785 1270 8412 11635 1130 1833 114 33395 310 4703 272 6442 165 2992 135 37 822 29 189 2331
internal_value=0 0.000868029 0.00989469 -0.00293172 -0.0422798 -0.0165506 0.0470496 -0.477977 0.01519 -0.00991186 0.0268793 -0.0623637 0.0530096 0.121312 0.282082 0.397991 0.539659 0.0490603 0.0123178 0.0476298 -0.0397104 -0.0915122 0.12323 0.0248173 0.184176 0.240792 0.285415 0.495762 -0.0976363 0.124335
internal_count=361931 287154 222621 168003 56711 43613 54618 918 111292 68170 39045 29125 43122 16283 4648 3077 1947 54468 26839 20087 9761 6752 10326 5623 2631 1349 1312 851 461 2496
shrinkage=0.05


Tree=3229
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 727 728 1002 209 730 783 514 934 603 660 639 1022 48 146 746 837 878 498 816 8 345 1459 497 207
split_gain=25.3935 23.8262 23.7825 25.1912 22.3766 55.6187 22.3764 20.6443 20.3843 23.1651 20.1103 31.0841 28.5698 26.051 21.8081 24.2347 19.9705 19.9561 22.2738 21.3894 19.9935 22.1477 21.3538 22.3991 22.5708 19.408 19.2576 19.2009 19.3055 21.2428
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 -1.5722412400100421 -0.49008176997875957 0.69854289147193727 0.23696906566319156 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 0.11942102837874842 1.0000000180025095e-35 1.8372674881307383 2.7503861831498626 0.66766320980544069 0.024157340759037613 1.0000000180025095e-35 1.9385201012130144 6.0906794990390116 -1.298475463871557 0.46293354690950167 0.77133902740777927 0.33729023526073415 -0.073675791183849301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 17 10 5 -3 -5 -1 -8 -10 11 12 -4 14 15 -12 26 18 19 20 22 -22 23 24 -2 -17 -15 -19 29 -29
right_child=1 4 3 6 -6 -7 8 -9 9 -11 13 -13 -14 16 -16 25 -18 27 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00012636129428726659 -0.00012983621779270193 -6.3787298115116568e-05 3.7284626260064116e-05 -0.00011444407168773159 -6.9280104346348918e-05 0.00042141624364445469 0.00024043378003334067 6.0659086321830004e-05 -0.00041740091310048152 0.00022394215918485221 0.00015624550183964905 -7.5539370445027501e-05 0.00042194534832889027 -5.9866316305456192e-05 -3.2881438479391399e-07 -0.00043627840889058828 -0.00031344984580426868 -1.8701375388135347e-05 -0.0002252932242386384 0.00030802153016838289 -2.4706065558432503e-05 0.00047008607219496137 -2.4190463794321542e-05 0.00013452651728372746 0.00061944266455388533 0.00060190162183839952 0.00034892745757754157 -9.6207484369838193e-05 0.00014336368708053285 0.0001015445116929649
leaf_count=3396 35939 4821 6880 1294 93730 1384 5339 26163 480 482 2134 17685 1041 2024 1982 101 1064 87061 4653 765 902 650 42149 2093 139 996 644 5073 6463 4404
internal_value=0 -0.0251105 -0.0136181 0.0329552 -0.0597047 0.0769007 0.142857 0.0423028 0.193965 -0.0881323 0.00695435 -0.025088 0.0893637 0.0949905 0.191688 0.292151 -0.0466268 -0.0249696 -0.0536487 -0.0449412 -0.0492454 0.18384 -0.0555185 -0.107512 -0.125972 0.538073 0.0481108 -0.00573118 0.0607373 -0.00165249
internal_count=361931 332372 232437 42146 99935 6205 7595 29559 6301 962 34551 25606 7921 8945 5213 3231 3732 190291 87290 82637 81872 1552 80320 38171 36078 1097 2668 103001 15940 9477
shrinkage=0.000980392


Tree=3230
num_leaves=31
num_cat=0
split_feature=1097 407 1457 1102 50 56 785 215 1463 1467 1455 1457 974 852 699 1454 924 1400 944 1465 317 408 21 728 260 407 1328 595 1115 1041
split_gain=26.8954 33.6362 26.8091 26.7133 25.588 35.2733 28.0728 24.9017 23.9323 28.6259 23.7029 27.7074 23.211 23.9375 27.8893 24.551 23.4571 25.7932 23.153 22.7378 22.6501 22.0237 26.7027 27.2284 22.4399 22.0137 21.8781 21.7421 21.6707 24.085
threshold=-0.64966988391888181 -1.2965003005540392 1.2916200332612386 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -1.2360170231263641 1.3753271246929319 4.5114904631235966 1.7778406063357999 2.6377270431544337 0.98362850890892195 1.0747610123934368 -0.055938265621191495 -0.90309121467478037 1.8999064755685127 -1.2489999273610193 1.4781763871474156 -0.13762826918422091 1.0000000180025095e-35 -0.34083657021421804 1.189441983669046 -0.90320472132347296 1.0000000180025095e-35 0.84645902423176334 2.3648460020557844 2.3732793974093203 0.34870287691577911 -0.6603524198573546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 3 8 5 -3 26 -7 9 18 -4 -12 13 16 25 -16 19 -18 21 28 -2 22 23 -1 -23 -15 -6 -9 29 -8
right_child=1 4 10 -5 6 7 12 27 -10 -11 11 -13 -14 14 15 -17 17 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.9333341050164758e-05 -1.7393985595406003e-05 -8.0057498381977908e-05 1.0462376090037818e-05 1.9723352886541492e-05 0.00014200190644119876 -0.00022887752140580511 5.2902362247857757e-05 2.1934476428277957e-05 5.4306485198850422e-05 0.00064874193516022453 0.00056837711993440888 -3.9462526438457493e-05 -5.9724597072560358e-05 0.00029417323359786404 0.00066862469670197046 -3.0104313580804659e-05 0.00097947548046762906 0.00011948644617955388 0.00010128855291070929 4.5498929126535052e-05 -0.00015134650498204268 -0.00011614891581233153 0.00012295286460926752 -0.00020796036544164429 3.1493610039512806e-06 2.8739989212676179e-05 -0.00060047325692772825 -0.0002897173451875136 3.0659672469795471e-05 -0.0001112953298255303
leaf_count=6897 14610 46985 10898 15060 10536 2434 5188 50773 6802 220 765 554 15745 4017 219 4768 150 5144 3634 27944 16739 26936 1751 29902 17295 1893 179 1533 14589 17771
internal_value=0 -0.00739602 -0.0521818 -0.0660261 0.00158113 -0.0258398 0.0234626 0.00754745 -0.0848407 -0.0974566 0.0514643 0.315397 0.0124969 0.0271806 0.117806 0.00124634 0.0124595 0.147316 -0.100495 0.00119047 -0.0862789 -0.109685 -0.155663 -0.172814 -0.0691879 0.213236 0.131397 0.0162719 -0.0341094 -0.0755409
internal_count=361931 241217 120714 108497 209868 101725 108143 54740 93437 86635 12217 1319 97428 81683 10897 4987 70786 5294 86415 65492 31349 82781 38550 36799 44231 5910 10715 52306 37548 22959
shrinkage=0.000980392


Tree=3231
num_leaves=31
num_cat=0
split_feature=888 1081 1049 901 1446 1118 1383 8 1469 929 1244 85 12 1180 973 844 276 7 312 635 500 1312 560 1258 165 775 702 1048 1314 1252
split_gain=14.594 16.4669 20.5156 25.3093 17.4021 18.8071 17.1956 18.1043 17.8843 17.4378 16.2427 19.8517 19.1226 19.4708 16.0747 18.3804 17.078 15.873 17.3816 22.307 22.2499 20.4557 19.9437 17.2649 19.6814 21.7663 21.6646 22.0194 20.9784 18.6811
threshold=1.0000000180025095e-35 1.4735812952876166 1.4069177371033732 -0.011333704399668116 0.64688686638414006 0.94801328548606867 1.9652352293657838 -0.66910143129591171 2.210415480261688 1.0000000180025095e-35 -0.12921085261626783 1.0011574598099069 -0.81317243085959523 0.27535893578261711 -0.2307968037615227 1.0000000180025095e-35 0.94027589448744298 -1.1366708148209967 -0.32601637393403859 2.4154583218875776 2.1524496080901128 -1.3941747735105279 -0.45223406901355406 -1.1096581675307891 0.39368504397315707 0.77548320986244013 -0.84655738512148182 -0.65821542779355446 0.94189653268632412 -0.22851623203993196
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 10 4 5 -4 17 -8 9 -9 -3 12 -12 14 15 -14 -16 18 19 21 -20 -2 -22 24 26 -26 27 -19 -27 -28
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 11 -13 13 -15 16 -17 -18 23 20 -21 22 -23 -24 -25 25 28 29 -29 -30 -31
leaf_value=-5.6737554484483491e-05 0.083052392767665059 -0.024662364798488368 0.10026996426155695 -0.021222743087647801 -0.029185145819946103 -0.02645294952281518 -0.012071767288286463 0.020293686706793414 0.080509921706783547 -0.015755469706198004 -0.046694284335883067 0.037045227643078736 0.0069386371211337498 -0.031748205886986819 -0.024365919316186133 0.076877713063913944 0.072909158238044933 -0.02686607381393033 -0.0054639212522855701 0.055534565713736272 0.11082836979068787 -0.025628697135632095 -0.016979301083353559 -0.0027836992048819549 -0.017461688079114739 0.011774306620462756 0.0079702977916576677 0.010352352311638212 0.12798734124990446 0.030808595537864567
leaf_count=315733 26 2568 99 161 36 27 476 930 50 259 315 201 174 370 289 89 30 657 1939 47 48 1909 44 30942 1035 200 1497 705 28 1047
internal_value=0 -0.0509636 -0.239835 0.406766 1.0979 1.52811 -0.0376141 0.194494 0.331418 0.270826 -0.313426 -0.0800754 -0.223607 -0.0358597 0.250689 0.699535 -0.216103 -0.0497593 -0.212277 -0.411248 -0.0518469 -0.471548 1.2333 -0.0329098 0.111495 -0.180006 0.205899 -0.0967275 0.555151 0.338412
internal_count=361931 46198 4359 323 162 126 41839 1715 1239 1189 4036 1468 1267 952 582 263 319 40124 4013 1982 2031 1935 92 36111 5169 1263 3906 1362 228 2544
shrinkage=0.05


Tree=3232
num_leaves=31
num_cat=0
split_feature=1454 21 67 50 194 885 747 1459 607 1367 1296 954 1464 1469 1467 1467 1076 1045 773 1470 89 907 138 1180 766 797 345 494 416 1141
split_gain=14.517 14.9251 16.3247 15.4793 25.0492 18.2685 17.3958 22.4605 23.6384 19.7909 20.9978 19.6611 21.8618 27.2582 18.9019 20.6724 17.2315 26.6212 19.4655 25.4088 24.333 21.6058 26.9208 22.4534 21.9086 20.8587 19.3764 21.3586 19.1319 20.1402
threshold=-1.0640499357927207 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.7447596507476248 0.34871943973277292 0.6997810996132513 2.2063661036300588 5.4172517195097649 1.197639789072136 2.9053803668447165 1.4252756032517901 -0.77162589898667699 3.0124991923077498 2.500819528513873 1.0000000180025095e-35 0.52375730711631996 0.388685778259863 -1.3664195657027294 -0.81477857365755701 -0.97688841814784333 -1.4928268367516695 -0.66313479404566311 1.4239049253602458 0.63961785378869596 0.54053352525849063 -0.71823271449076675 -1.1596490889558624 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -6 14 9 10 11 12 13 -9 15 -8 17 18 19 -5 -21 22 -22 -24 -23 -26 -20 -28 -18 -30
right_child=1 3 -4 16 6 -7 7 8 -10 -11 -12 -13 -14 -15 -16 -17 28 -19 26 20 21 24 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.021647663627897818 0.023349216288144996 -0.0034611858918153445 -0.023129613265930396 -0.024201526994861278 -0.001326222105041585 0.045667920507064683 0.00050360096388030748 -0.0034320726536708475 0.049427972974982054 -0.069360433133155749 -0.011459818842716152 -0.017351529173635156 0.030999046686309185 0.015990442188700774 0.030704937902505752 -0.043631093465190118 -0.0071100228629733843 0.0048844926464371215 -0.0031951606870295104 0.0061200560231112634 -0.027318427903457454 0.00070091347934035826 0.015214335283817043 0.0026887479867873359 -0.0053797261134217672 -0.048611198710016054 0.014457268936763171 0.000247151210572704 -0.0030430648886446802 0.001261908659482093
leaf_count=604 591 73878 111 411 61151 65 23517 1254 130 34 572 278 533 2128 221 128 8441 19378 26859 12080 341 46950 2714 4714 6463 164 1521 6825 26576 33299
internal_value=0 -0.00529812 0.319284 -0.00600334 -0.024687 -0.0671745 -0.00232988 0.0392825 0.166671 0.141364 0.153107 0.203307 0.240247 0.176722 0.0115276 0.0055138 0.00673066 0.0212097 0.00797856 0.0284844 0.0317659 0.013882 0.123298 0.148779 -0.0018673 -0.127698 -0.0343474 0.0552202 -0.0240281 -0.0109546
internal_count=361931 361327 702 360625 163889 73943 89946 28795 4929 4799 4765 4193 3915 3382 23866 23645 196736 128420 109042 73837 73426 61346 7769 7428 53577 6627 35205 8346 68316 59875
shrinkage=0.05


Tree=3233
num_leaves=31
num_cat=0
split_feature=785 728 967 207 427 791 519 138 1182 697 467 858 921 725 728 990 789 17 488 6 148 914 909 1384 559 649 491 375 773 975
split_gain=29.5129 24.8767 21.8107 26.2542 24.3543 24.1121 36.9458 27.4237 26.4445 24.9838 24.4374 23.9562 26.2804 47.3043 35.733 32.8062 23.4536 29.1181 23.1561 23.0277 23.0444 22.9543 31.1266 25.2423 27.6489 25.1086 22.0017 22.3999 22.7716 21.8735
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3545109027618707 -0.018020016259858058 -1.3213734904502978 1.0000000180025095e-35 0.65569131416984383 -1.220883620063858 0.16200095082984103 1.6146804744781753 1.0000000180025095e-35 1.0825608069246189 1.0525743831388839 1.0000000180025095e-35 -0.90320472132347296 1.09266583130301 2.1947927481295069 0.29834043647617464 -0.79771942582300526 -0.64493364869148417 3.7774849719409711 -0.084776199891167622 2.1162250888151233 -0.15170598088719758 0.57716876616373713 -0.68914168503103135 1.7051138280152591 1.0591309280498242 1.7141514114969765 1.1943229626817777
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 11 8 -8 9 10 18 12 13 21 -14 16 29 -18 -7 -12 -21 22 -6 -23 25 -25 27 28 -13 -16
right_child=1 -3 3 -5 5 6 7 -9 -10 -11 19 26 14 -15 15 -17 17 -19 -20 20 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.5729093605505856e-05 -9.6170757637485703e-05 -6.012365996757944e-05 -0.00015329856332404969 6.0888540962090619e-06 -4.4834281355276484e-05 -0.00015478573715824282 -0.00024563341968717925 0.0001765196630415252 -6.4814217233113462e-05 -0.00025269457263946637 0.00030549720622788541 -7.6381235479989918e-05 -0.00012194251808053273 -4.6585643850647719e-05 5.0329810932918857e-05 0.00032078339158495266 -0.00064526978244379451 0.00022047094827088801 4.7015549053486571e-05 7.0804821265098078e-05 0.0015008323502362642 0.00023113384551266158 0.00029679643118999977 0.00041241237335509372 -0.00024519208008417928 2.2686713652841814e-05 -0.00037751395646825941 -0.00028649265309833307 0.00019306566850201665 0.0003351526665674787
leaf_count=29559 18323 99935 13416 9990 10306 3766 773 9573 17250 1496 3028 10090 3526 77913 7943 2811 460 279 14278 8175 47 5709 1282 1008 1665 3406 1129 1822 1545 1428
internal_value=0 -0.0259794 -0.0142352 -0.0844586 -0.00733025 -0.000778373 0.0374272 0.150468 0.009085 0.0472275 0.0606193 -0.0173011 -0.00633003 -0.0203095 0.0736171 0.125184 0.0666975 -0.306894 0.00977564 0.142641 0.0818644 0.0665574 -0.00296252 0.135724 0.0302716 0.114928 -0.0991903 -0.0747605 -0.0392698 0.0958529
internal_count=361931 332372 232437 23406 209031 190708 58386 10346 48040 30790 29294 132322 117736 101289 16447 12921 10110 739 18044 11250 8222 23376 11588 11788 6079 4414 14586 13457 11635 9371
shrinkage=0.000980392


Tree=3234
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 728 647 590 710 691 1002 494 209 1022 48 146 746 837 1016 1467 885 1038 1453 1169 156 107 1080 771 356 913
split_gain=27.8389 22.214 22.457 23.077 21.9133 20.7943 20.7313 49.5748 20.4756 24.5943 19.4336 21.6542 21.5691 19.0824 20.9383 20.6912 19.7431 22.1615 20.0963 19.335 18.8124 22.5389 20.6283 18.6118 26.0921 18.5995 18.5839 18.5649 18.3799 18.3512
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 0.76029184741838574 -0.3266635670241857 0.69854289147193727 0.9338414958155935 0.23696906566319156 1.0000000180025095e-35 1.8372674881307383 2.7503861831498626 0.66766320980544069 0.024157340759037613 1.0000000180025095e-35 2.6212945108504591 4.8263866747680533 -0.13621241692436364 2.1847129145757513 0.18848160436186537 -1.1003691979828194 1.0000000180025095e-35 2.2092738772757108 1.4820751525130569 -0.88459116152366701 -1.0282579537198486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 13 -4 8 -1 7 -3 10 -10 11 -5 -12 14 15 16 18 -18 20 29 27 -22 -23 24 -16 -11 -13 -2 -9 -20
right_child=1 6 3 4 -6 -7 -8 28 9 25 12 26 -14 -15 23 -17 17 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012108116920303064 -9.8638872282204299e-05 -5.7090308827364544e-05 9.423787613865047e-06 0.00026326686837138398 0.00045773350439096751 6.7001094067684148e-05 -6.4655791666139243e-05 -0.00023485586322472815 -0.00044768947024374182 0.0003913253037987548 -0.00046045095551743416 -0.00031918977784382645 0.00018306541938748594 -2.9402806501325928e-06 0.0017969497243670958 0.00030581680545224601 -2.2759275272369017e-05 0.00047262237950303687 -0.00016055547092064137 0.00021527961372201206 0.0011073404445540802 -0.00024214385129921268 0.0014595859715850227 -0.00045843575948468243 -0.00013606719874759778 -0.00046828617575280147 0.0004698215654900505 -0.00047997136120980359 0.0004885581224294065 -1.4121011017208493e-05
leaf_count=3396 36724 4821 34551 3890 894 26163 93730 198 642 406 445 549 435 103001 42 765 902 650 5242 1393 105 220 28 1783 2828 167 167 1073 1186 35535
internal_value=0 -0.0218846 -0.0107776 0.0345287 0.139835 0.0487347 -0.0553691 0.076341 0.100019 -0.157657 0.152987 0.20774 -0.132238 -0.021829 -0.0499353 -0.0414867 -0.0457337 0.186087 -0.0519859 -0.0221251 -0.102725 0.374183 0.00733469 -0.221266 -0.110121 0.163921 -0.133452 -0.110752 0.409361 -0.0317052
internal_count=361931 332372 232437 42146 7595 29559 99935 6205 6701 1215 5486 4606 880 190291 87290 82637 81872 1552 80320 42170 38150 353 248 4653 2870 573 716 37797 1384 40777
shrinkage=0.000980392


Tree=3235
num_leaves=31
num_cat=0
split_feature=785 21 705 787 989 845 376 1394 1050 1004 885 320 296 628 194 749 1050 770 1468 1364 363 555 1398 974 903 1469 1449 1258 704 630
split_gain=14.8358 16.1909 23.5182 25.6236 22.4845 24.491 24.1186 22.8889 23.0603 24.6417 20.8737 20.4771 20.3829 19.9111 20.6409 19.8238 24.7756 23.1622 22.8995 22.2291 21.6004 21.4237 21.2178 21.0926 20.2658 20.2604 21.8523 19.4161 19.2712 19.1705
threshold=-0.86283290253235112 -0.70163543588998201 0.86867179873090239 3.2988937621060916 0.70096181329179597 -0.29347256795238547 1.8828081291110934 -1.0201893874583665 0.4794541947803887 0.59444477453878863 5.4658443334279108 3.1329729150046788 -0.86579775712293372 2.2262810358521508 1.5271592296785539 1.0000000180025095e-35 -1.6906656226380588 1.3726249643068849 2.4634311514058238 1.0000000180025095e-35 -0.56593172769933353 1.8732070822606393 -0.86064565814784777 -1.6970090687852719 2.182107137663698 -1.2083100587446829 -0.40251401219939392 -0.89641801976830016 -1.6341424716942996 0.62967617047004842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 10 4 5 6 7 -4 -9 -10 11 -3 -11 14 -7 16 24 23 20 28 21 -17 -22 -18 27 -21 -27 -2 -20 -13
right_child=1 2 3 -5 -6 13 -8 8 9 12 -12 29 -14 -15 -16 18 17 -19 19 25 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0020507149836966674 -0.027550714965472997 -0.0018788191566044259 -0.0097581812607158078 -0.015728380357452762 -0.0068534054248915168 -0.0013544178901553688 0.01547145256379936 0.0069732829432945648 0.0029419528701041127 0.026423805993703548 0.024577084456910342 0.004513662014151338 -0.015002270075459699 -0.023657632925640354 0.0096074924662017998 0.00092101925702111123 -0.011404665199869929 -0.0067495870431742294 0.040530425042632351 -0.027310816625769313 0.0050434936095891773 0.019656320704935171 -0.0047104355797497333 0.0053760471922703534 0.061988638849891656 0.0016383859698660829 0.036326211588127072 -0.0032993218258103654 -0.0029322057278227242 0.033416547254010547
leaf_count=29559 827 185447 1907 1269 4144 20668 2179 13312 5592 154 287 1844 1656 600 1994 18286 1348 2762 163 101 3979 815 29539 28687 60 379 741 1630 1691 311
internal_value=0 -0.0107898 -0.0203698 0.0203052 0.0274146 0.0403852 0.0873423 0.0664478 0.0848649 -0.0102971 -0.0334163 -0.0346013 -0.230573 -0.0130054 -0.00353947 0.0177652 0.0605718 0.0768119 -0.0133815 0.182087 -0.0269937 0.0375135 -0.0686108 0.0954393 -0.18305 0.419529 0.510178 -0.219446 0.0150046 0.170978
internal_count=361931 332372 241364 53475 52206 48062 24800 22621 20714 7402 187889 187602 1810 23262 22662 91008 35314 32797 55694 3075 52619 19101 33518 30035 2517 1221 1120 2457 1854 2155
shrinkage=0.05


Tree=3236
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1022 1016 346 1249 1040 759 1002 209 834 730 783 514 934 603 660 639 567 345 8 29 727 570 1421
split_gain=29.2855 24.6083 22.6803 25.367 23.1481 21.569 51.9274 20.8472 21.5591 21.6063 22.5152 26.328 21.1143 20.4592 23.1547 20.4514 20.0673 28.5108 27.2272 26.1401 21.7809 24.0638 19.6975 19.2877 19.187 19.1534 18.9967 18.8499 18.7423 21.1306
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 0.69854289147193727 0.23696906566319156 2.0780443506202029 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 0.11942102837874842 -1.7658299547505127 0.46293354690950167 -1.298475463871557 0.82152675923177465 1.0000000180025095e-35 -0.4998781572545779 1.0107116206971127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 7 16 -5 6 -3 8 9 10 11 15 23 -6 -15 -2 17 18 -4 20 21 -18 24 -13 -21 -23 -20 -1 29 -7
right_child=1 5 3 4 13 28 -8 -9 -10 -11 -12 12 -14 14 -16 -17 19 -19 26 22 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.3624114144861732e-05 -0.00033453646388901799 -6.148428128937555e-05 3.3532314764394037e-05 -0.00011856366492363332 0.00024175407375914712 -1.7897315061085353e-06 0.00040734713861629093 -3.9533591400525954e-06 -2.2898128102853127e-05 -0.00019388275725034802 -0.00020823073729648393 -0.00073795479102844422 0.00076222565038784379 -0.00041677517571899646 0.0002245798205236171 0.00094205934190843112 0.00015669504000137259 -7.3573130024905809e-05 0.00054981175296769838 -6.0812900409850785e-05 -3.0105672032439592e-07 -0.00043202238467667865 -0.00031231566804183492 1.1261056747603815e-05 0.00034740678736520198 0.00060087337825832704 -0.00019666875969044065 9.5504045095183487e-05 -9.5798346504224354e-05 -0.00024135469330262743
leaf_count=12551 2747 4821 6880 1294 5339 29264 1384 103001 45923 14802 6707 366 210 480 482 95 2134 17685 816 2024 1982 101 1064 16440 644 996 225 17008 61493 2973
internal_value=0 -0.0242953 -0.0126094 0.0328883 0.143205 -0.0594826 0.0747055 -0.0237054 -0.0530457 -0.103136 -0.060811 -0.0209635 0.0121209 0.195198 -0.0874828 -0.290572 0.00678264 -0.0252293 0.0843498 0.0947923 0.191752 0.292234 -0.0471186 0.00162727 0.0469842 0.537512 0.416971 0.0480887 -0.0702558 -0.0208346
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 41367 26565 19858 17016 6301 962 2842 34551 25606 7921 8945 5213 3231 3732 16806 2668 1097 1041 29559 93730 32237
shrinkage=0.000980392


Tree=3237
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 727 647 590 710 691 1002 494 209 730 783 514 934 603 660 639 345 8 29 1376 290 1242 560 639 1458 954
split_gain=31.2645 22.7859 22.135 24.4999 22.7788 21.5944 21.4406 50.3796 20.9684 24.4202 19.5644 21.6342 21.3644 18.9986 28.434 25.8569 25.2968 21.9055 23.3592 19.598 19.2195 19.0805 18.9556 18.8927 23.4654 21.6685 19.4541 19.4122 19.3838 20.5534
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.76029184741838574 -0.3266635670241857 0.69854289147193727 0.9338414958155935 0.23696906566319156 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 0.11942102837874842 0.46293354690950167 -1.298475463871557 0.82152675923177465 0.18805867694879752 2.1089670232183031 3.5578112322456241 2.2610407443932834 -0.4698900685825908 1.7240176626431569 6.099786963134739
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 23 13 8 -1 7 -3 10 -10 11 -5 -12 14 15 -4 17 18 -15 20 -18 -20 -17 24 28 -25 -26 -27 29 -2
right_child=1 6 3 4 -6 -7 -8 -9 9 -11 12 -13 -14 16 -16 22 19 -19 21 -21 -22 -23 -24 25 26 27 -28 -29 -30 -31
leaf_value=-1.5731607843466277e-05 -2.4818946206032348e-05 -5.8835402724763356e-05 3.4747126793070073e-05 0.00026359142801623783 0.00046370031763199828 0.00010113078422115229 -6.7724563912781167e-05 0.0004030777161733846 -0.00044976153309196702 0.00015605072608093404 -0.00045958568308345524 -0.00013023542103180925 0.00018083271839696788 0.00015431447382376968 -7.3373607503694787e-05 0.00054092448440007943 -6.1932817007797857e-05 -5.3231427670508412e-06 -0.00043729339275629271 -0.00031246622636705722 0.00034661428012054679 0.00059288959010291183 -0.00020424164203920798 -6.2488510422143329e-05 0.00013706518200268234 0.001075663158198884 -0.00053289857222929321 -2.5747933749317808e-05 9.2722398253809282e-05 0.00060790249119706513
leaf_count=12551 113886 4821 6880 3890 894 17008 93730 1384 642 573 445 716 435 2134 17685 816 2024 1982 101 1064 644 996 225 63803 5551 150 188 193 6346 174
internal_value=0 -0.024446 -0.0132017 0.0317535 0.140213 0.0503751 -0.0583306 0.0755397 0.0995711 -0.160983 0.153187 0.208107 -0.132986 0.00609881 -0.0250656 0.0843602 0.0917121 0.187054 0.287837 -0.0479117 0.0459428 0.529468 0.408203 -0.0241671 -0.00964476 -0.0602062 0.11819 0.531484 -0.0167788 -0.0239217
internal_count=361931 332372 232437 42146 7595 29559 99935 6205 6701 1215 5486 4606 880 34551 25606 7921 8945 5213 3231 3732 2668 1097 1041 190291 126145 64146 5739 343 120406 114060
shrinkage=0.000980392


Tree=3238
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 647 590 1022 1016 346 1249 1040 759 834 710 691 727 1002 494 209 567 913 85 792 107 677 848 10 1328 1179
split_gain=28.4121 24.1531 23.1034 23.3603 21.9765 21.1442 50.6617 20.8926 21.2952 21.7486 22.4784 26.7045 20.9179 20.3893 20.3875 24.439 20.2175 19.7585 21.5975 21.3564 19.3852 18.7301 19.3839 18.8889 18.6075 18.5778 21.1677 19.4719 21.7568 18.5697
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 0.76029184741838574 -0.3266635670241857 1.0000000180025095e-35 0.69854289147193727 0.9338414958155935 0.23696906566319156 -1.7658299547505127 -1.0282579537198486 -1.3274107148674466 -0.87246257202899724 1.0000000180025095e-35 1.0000000180025095e-35 0.22474039559735945 0.32575098534153513 -0.85267927759954587 -1.2524426706612906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 7 -4 14 6 -3 8 9 10 11 13 20 -2 17 -16 -1 18 -5 -19 -13 22 29 -23 -17 26 -22 -27 -29 -10
right_child=1 5 3 4 -6 -7 -8 -9 21 -11 -12 12 -14 -15 15 24 -18 19 -20 -21 25 23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-1.6276049464974246e-05 -0.00033554830134086618 -6.0355262284910344e-05 8.5803869677749461e-06 0.0002631481804627623 0.00045770200098506884 -6.7873195593777793e-05 0.00040245524631361081 -3.5528588781611586e-06 0.00093554925425189713 -0.00019354806499404629 -0.00020735594687110241 -0.00073858412513183504 0.00075962028813279607 0.0009383672255386488 -0.00044621181199898814 0.0003905393000555315 9.6737377808293418e-05 -0.00046120878373517122 -0.00013007915260129918 0.00017890868608776074 1.8812949969975336e-05 5.967527258014067e-05 -0.00019412070261300293 -4.0651921126033983e-05 -0.00046883997887255471 3.8946240207197065e-05 -0.00022799535297231049 -0.00042377924230099263 0.00049525463772143684 2.2056864835036749e-05
leaf_count=12551 2747 4821 34551 3890 894 93730 1384 103001 127 14802 6707 366 210 95 642 406 17008 445 716 435 9214 13657 5248 26285 167 2532 3632 151 911 606
internal_value=0 -0.0236934 -0.0121182 0.0338017 0.139671 -0.0585593 0.0742721 -0.023316 -0.0526878 -0.102477 -0.0600103 -0.0201991 0.01313 -0.29167 0.0998183 -0.157204 0.0475995 0.152615 0.20775 -0.134914 0.00268289 -0.0231862 -0.147321 -0.00661202 0.163187 0.0125706 -0.0434082 0.142224 0.388335 0.209349
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 41367 26565 19858 17016 2842 6701 1215 29559 5486 4606 880 16806 45923 5981 39942 573 16440 12846 3594 1062 733
shrinkage=0.000980392


Tree=3239
num_leaves=31
num_cat=0
split_feature=1423 1426 1453 49 970 1036 1461 21 546 978 58 1425 885 553 1463 1466 1463 1462 1465 1457 1041 1457 1462 1468 830 1457 120 1470 698 216
split_gain=14.7196 17.7274 22.5488 23.1298 23.3092 23.1948 22.9547 20.1611 22.1422 23.9202 24.7476 23.3878 29.4679 23.0274 21.0642 24.9196 23.4205 28.2 26.1814 36.0042 26.6757 25.7945 33.919 32.4071 27.0966 25.5934 24.4455 23.2541 22.2603 21.955
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.9142027959396961 1.0000000180025095e-35 -0.55043187682104711 0.833119737748097 0.56849382259836123 -0.13431221002227373 1.744313117614791 -0.75786784198590407 0.73855698839655315 -0.49854827941355384 2.2685560401286238 0.057212847367097246 0.94170239728407068 -0.31019712912696545 -0.43089357072131801 1.5959916275770654 -0.070053018096836298 1.2180895490156352 -0.26190330533094597 0.0614850081667929 0.75580104903291256 1.3195544013298623 -0.18216209937734909 0.2415512435629267 1.0077541972150732 0.360274951809401 -0.078647697019068694 -0.85547898904690278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 6 -3 -5 -1 11 -10 13 -9 14 -11 16 -16 -13 18 19 21 -20 22 24 -24 -18 -23 -27 -21 -19 -17
right_child=-2 2 -4 4 -6 -7 -8 8 9 10 -12 12 -14 -15 15 29 17 28 20 27 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0020511158534307202 -0.0019412206541745251 0.00091127075273818498 0.0059548518295072551 -0.0020425049477900453 -0.0058299668949420742 -0.0062752832077257806 0.010748922600363068 -0.0021187111672966645 -0.013149307640404465 0.00047344514005725406 0.018586903959829253 0.0036651847618007142 -0.010009632303341077 -0.018271906632645697 0.016192355464595128 -0.014721911355885518 -0.0085375714430715264 2.6154173074188293e-05 0.0090526473168655707 0.009048774343859943 -0.0038629688329468769 -0.033497964877570584 -0.025253584264099866 0.077739410830902703 0.0026711571772445697 -0.012776041335374688 0.035595619236470727 0.058695946805382981 0.028678383246401568 0.0064728655056466083
leaf_count=80298 74863 45009 4955 12134 32012 8237 2340 36502 4004 3587 773 23662 2502 1407 2372 690 4621 625 4011 412 3532 748 1203 27 6332 1516 139 125 616 2677
internal_value=0 0.00064541 -0.0250741 -0.0338152 -0.0760583 -0.00135869 0.00238121 0.0134476 -0.00689227 -0.116193 -0.0203963 0.00290033 0.0301086 -0.0817101 0.0408981 0.160865 0.0253987 -0.0233334 -0.0414176 -0.0952386 0.0620384 -0.117506 -0.0757615 -0.436156 -0.0376778 -0.325796 -0.175654 0.427521 0.290222 0.0429008
internal_count=361931 287068 104687 99732 46486 53246 14474 182381 102083 9771 5767 92312 55810 4994 53308 5739 47569 23907 22666 15123 7543 14586 12183 1230 10953 2403 1655 537 1241 3367
shrinkage=0.05


Tree=3240
num_leaves=31
num_cat=0
split_feature=728 659 797 854 683 346 714 588 276 503 620 1247 432 923 972 714 251 996 759 214 696 829 142 623 633 705 497 840 1392 567
split_gain=14.6829 17.5742 17.2415 27.7624 22.7409 21.9552 21.202 23.3888 23.5522 21.0525 19.5436 29.6485 22.0138 20.4255 19.0883 20.6006 18.8911 18.756 23.0228 19.7352 18.7416 20.3488 18.6702 18.5043 18.4557 18.4109 24.1534 22.7589 21.5963 20.1099
threshold=1.0000000180025095e-35 0.62821384419828064 0.63961785378869596 -0.87473648844905705 1.0000000180025095e-35 4.2948626244303769 1.0000000180025095e-35 2.250834115212506 -0.20999213199562125 1.5870248714258337 -1.130853321005749 0.7200499847286993 -0.65409211683117208 1.0000000180025095e-35 -0.18266899146685639 1.1518805090167887 4.2730261865092531 1.0000000180025095e-35 1.2368337874487521 2.6256435496724913 0.32260239757776382 2.7401532689904644 0.23077961927874641 -0.42641886895711967 1.2993681993456387 0.29476615584548899 1.4259687459988883 1.5467741340491805 -0.55742343551185225 -1.917168669406087
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 22 9 14 -5 -8 23 10 11 12 -1 -13 25 16 -16 -12 19 -19 -14 -22 24 -9 -4 26 27 28 -6 -27
right_child=-2 -3 3 6 5 -7 7 8 -10 -11 17 13 20 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.013003056177919621 -0.0015736731458149602 -0.0020434411809163756 -0.0028682431881739655 0.0022876474990914056 -0.002499966321059506 -0.022515633506603492 -0.0059599050875388995 0.014834266820845246 0.018182590158515435 -0.0075800267120942474 -0.0025717149736706247 0.031291293323086097 -0.00984794538136885 7.0116262005874471e-06 0.00053928099730072188 -0.02581974920933533 0.034664543644785384 0.00090861239905298602 0.012373419435101342 -0.027393403913033684 0.0077976951631513998 -0.067328681624372749 0.022524115294454906 -0.024714433321056033 0.02031054855416041 0.035458813999343149 -0.011861863240603973 -0.0093645047340595641 0.0063949688640880763 0.0046552835565273594
leaf_count=1719 109090 41024 1541 7046 5456 620 20886 217 846 7037 37565 832 2497 484 47570 332 159 21277 2310 402 1925 66 745 345 474 274 1571 1937 9318 36366
internal_value=0 0.00284809 0.0111363 -0.0377837 0.0197804 0.0397274 -0.0604611 -0.0967618 0.157601 -0.0131219 -0.00149731 0.112752 0.0424252 0.429261 0.0418043 0.00966226 0.0136048 -0.0156754 0.0331927 0.00950196 -0.0503875 0.116975 0.162167 -0.186483 0.0583361 0.0694508 0.0122869 0.0378495 0.06728 0.0973405
internal_count=361931 252841 211817 32100 179717 103603 29340 22294 1408 76114 69077 7523 6207 1316 102983 48061 47729 61554 23989 21679 4488 1991 2760 562 2015 54922 18282 16711 14774 36640
shrinkage=0.05


Tree=3241
num_leaves=31
num_cat=0
split_feature=51 789 332 54 1470 996 927 746 858 566 566 981 1361 1436 887 906 1052 774 1434 1249 1394 141 1461 557 445 1325 1029 740 1450 1378
split_gain=14.3687 16.2557 23.0983 27.3326 27.2195 23.3518 29.4143 28.8936 29.8792 27.0004 25.0025 22.8892 22.1306 30.8107 26.3364 24.1279 24.1698 22.779 22.6647 23.6166 27.9699 22.4812 22.0937 21.6701 21.3444 21.297 21.1269 20.9667 20.7458 27.2687
threshold=1.0111847875080273 1.1248358748350926 0.65944866827063242 2.8571107612274447 -1.3664195657027294 1.0565563832172893 1.0483613175537825 0.66766320980544069 1.0825608069246189 -0.27685376890447078 0.91455907238218259 1.469577105443127 1.0000000180025095e-35 1.0000000180025095e-35 0.77264864957267976 -0.56229345269152675 -0.015359100515742649 -1.4754848987787037 -0.42195508979895918 0.010114137226045415 -1.1412672822449308 0.10753888852740859 1.7888344948012227 0.49499889728213203 -0.54128920011621195 1.4263200489537242 -0.36620993273385999 1.6535846841559774 1.0705616865759604 0.29079056963915867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -4 6 7 -6 9 22 -7 25 13 18 15 16 21 -17 28 20 -20 -15 24 -5 -9 -3 -13 -8 -1 -30
right_child=-2 11 4 23 5 10 27 8 -10 -11 -12 26 -14 14 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.010790535197693588 -0.0022145314439008922 -0.0023322802283354906 -0.025111237703578128 -0.0034305793423821118 0.0014879688779802825 0.0011509330905213305 -0.0016350213501539923 -0.0087336459281900699 -0.0024144124485017552 0.012059369209108313 -0.012908279166647088 0.011248138188497077 0.00091381686507086609 -0.0035585722625251157 -0.0055253096424333747 -0.016479780240785984 0.011262058086027309 0.00018448410832761511 0.02104375174765875 -0.00695236097036622 -0.00057303899628670081 0.0085269241879681254 -0.029662007720305607 -0.020068490473487681 0.0082503074631455307 -0.011881777928920654 -0.0071029881072488593 -0.023850192265811445 -0.005482688751035969 0.031226834831133712
leaf_count=14845 54984 27015 419 3113 18999 4470 4952 1113 2954 11072 2086 2262 119564 4691 10248 1617 5472 25597 1355 13099 16664 3166 241 1680 3498 3345 1017 549 1519 325
internal_value=0 2.46367e-05 0.00609436 -0.00519199 0.0467274 0.0512561 0.0695088 0.0910484 0.148623 0.184563 -0.0665566 -0.0470785 -0.00120902 -0.0306811 0.00568982 0.0301987 0.107671 -0.0105818 -0.0859123 -0.0443153 0.0156536 0.0296141 0.0510112 -0.179283 0.08327 -0.0686115 0.116702 -0.0757263 -0.175382 0.0901155
internal_count=361931 306947 273308 222955 50353 49934 43378 37877 18878 15924 6556 33639 218162 98598 50791 40543 13329 27214 47807 31118 18019 7857 4852 4793 4611 30360 3279 5501 16689 1844
shrinkage=0.05


Tree=3242
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 706 967 1372 497 382 965 1037 222 21 416 978 915 1288 1038 1259 357 143 1188 1048 279 11 557 1397 728 471 662
split_gain=27.8724 21.9091 22.3073 41.0368 21.4233 24.7796 23.4142 24.2312 29.6335 23.0482 25.0076 22.4456 20.6989 22.6732 22.0462 21.9634 21.1898 20.5988 20.0445 19.8953 19.806 19.7861 19.1652 19.1592 25.9887 20.8638 18.975 18.9625 18.9421 18.8312
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.2757743684523109 1.5343909308640491 1.7231870616215912 1.5729800777409018 1.0000000180025095e-35 -0.45591238426429986 0.30001598979790833 -1.5421810694528248 -0.70163543588998201 -0.4660552944183215 -0.86739898370003232 -0.40124831324906585 1.3901882842073681 -0.88201376903089468 -0.67593615023393905 2.886903547609418 -0.22995779210529779 1.633571908596829 0.90647773491376171 0.3467720673358648 -0.87191264689159853 2.5220033806985911 1.7538489478207795 -0.49008176997875957 1.0000000180025095e-35 -0.58271687606615485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 4 17 5 12 7 29 23 -10 -11 26 13 16 19 -15 22 -4 -17 -14 -12 -13 -2 25 -25 -9 -7 -1 -19 -6
right_child=1 -3 3 -5 6 11 -8 8 9 10 20 21 14 15 -16 18 -18 28 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011485194031260803 6.7837153081694871e-05 -6.4186251590500547e-05 -0.00026310095996988689 0.00036542611671999448 1.3375780768564793e-05 -0.00073605068513685873 -0.00016381867961437312 0.00028196209334106287 0.00014719369630056229 -0.00027494634548436299 -0.00020315891380781414 -0.00011460612021382962 -0.00011126998793150476 0.00020806047501715331 1.1133698044065758e-05 0.00022851307722909284 -0.00033470006622160405 -6.2404747142490611e-05 -2.5422202750409758e-05 0.00097568392120436049 0.00033100449804839498 0.00035898688942777817 -0.00022714710124276298 -0.0008112775743982281 7.339583791069383e-05 -0.000791593753181494 0.0009584959854066241 6.4862919005149788e-05 0.00012774084720796933 -5.5235380941637557e-05
leaf_count=3396 7118 69820 1206 1780 24905 576 8713 3556 1703 2387 568 7704 10840 6982 57444 1972 1440 3944 6080 96 647 426 1358 179 1479 88 49 26163 5612 103700
internal_value=0 -0.023182 -0.0145162 0.0735744 -0.0196198 0.00479476 -0.0383291 -0.031481 0.065594 -0.0475866 -0.147933 -0.116301 0.0148513 0.0722152 -0.00435466 0.124268 -0.0202155 0.0230919 0.0414359 -0.10405 0.096971 -0.0872974 0.0186445 0.177803 -0.0129902 0.263506 -0.612312 0.0474614 0.0534911 -0.0413816
internal_count=361931 332372 262552 12542 250010 102085 147925 139212 10607 5305 3602 8755 93330 24950 68380 15034 9916 10762 8052 10936 1215 8130 8476 5302 1658 3644 625 29559 9556 128605
shrinkage=0.000980392


Tree=3243
num_leaves=31
num_cat=0
split_feature=1371 1178 980 1124 158 1389 785 1465 1452 1457 1450 359 1466 1470 1313 434 21 1398 1327 623 1047 8 357 430 419 975 211 926 1043 1044
split_gain=14.2707 15.8667 16.5181 20.7146 20.8334 16.2814 15.6595 15.8167 21.8462 19.5344 20.2838 21.2959 16.1181 20.2012 15.4539 16.6546 15.8767 15.3547 15.3001 15.3824 15.1859 15.3888 18.4583 15.4131 21.3306 15.1699 15.1549 15.8246 15.116 14.9459
threshold=3.4357416210103824 -0.18843317363796441 1.0658980485729392 0.78891189937744099 -0.54444566251795246 0.36702761016124247 -0.86283290253235112 -0.41120921193798426 0.32331123534916567 1.6518433132001198 -0.070412655075119956 -0.20045112352559671 0.16628775677498031 1.0422798639774344 1.0472419687949244 -0.20597654984448857 1.189441983669046 0.64602278780024736 1.1907334385911492 0.71822165891174883 -1.2148120656453776 0.25542732000486362 -0.97793670376611319 -0.48870907614803255 0.38838448301612166 -0.16485008357794048 -0.89322291113478702 1.0000000180025095e-35 0.97481538661159362 2.3298172389593241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -4 7 8 9 14 11 -11 13 18 16 -16 20 -15 -10 -20 -1 22 23 25 -25 -22 27 -18 -6 -24
right_child=1 -3 3 -5 28 -7 -8 -9 12 10 -12 -13 -14 17 15 -17 26 -19 19 -21 21 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.036895340119670675 -0.0060969371043271209 -0.017833068807076531 0.12248024849680389 -0.033229703088622588 -0.0054499477624021233 0.0036395813775809156 -0.00046227260094064415 0.0042569310659112767 -0.015775486893736364 -0.049957181581503196 0.047419957621465114 0.03646519869041865 0.0055970548129884506 0.01805056296370269 0.00017086652107244633 -0.027367162075060621 0.01059887625842441 -0.047478472522402157 -0.064016378769269563 0.010010019218748766 0.031249643955969953 0.0083952035542824207 -0.0064659572695837803 0.069806620742597594 -0.042772122313880563 -0.038697482073380141 0.016727661578046529 -0.080236933449622905 0.083856350126154555 0.047269339149754348
leaf_count=163 2206 2072 48 104 155 26 327980 17837 1512 68 227 67 610 326 621 466 55 59 180 45 75 2062 3406 98 29 90 1210 45 33 56
internal_value=0 -0.167146 -0.0127602 0.493503 0.830895 1.7967 -0.00424746 0.0441787 -0.0196177 0.0329909 0.535457 -0.126373 -0.195078 -0.291244 0.0116388 -0.233626 0.0477152 0.17924 -0.39453 -0.962543 0.000419854 0.0168264 -0.0662297 0.467204 0.995333 -0.0195806 0.268191 -0.580978 0.305466 -0.109956
internal_count=361931 4644 2572 366 262 74 357287 29307 11470 8738 362 135 2732 2122 8376 1087 7289 385 1737 225 5979 5816 3754 292 127 165 1310 100 188 3462
shrinkage=0.05


Tree=3244
num_leaves=31
num_cat=0
split_feature=184 816 409 485 1461 330 772 1311 143 1189 73 556 152 51 503 1463 966 45 842 1249 1455 282 695 914 1124 210 282 137 1328 888
split_gain=14.1711 20.0695 17.6297 19.7124 17.5033 24.4069 28.9404 20.3741 17.3424 17.1265 25.1717 17.9502 19.6694 18.8685 17.5247 19.5984 19.0539 17.3097 17.0774 16.9852 16.6991 19.5119 17.0852 23.0857 19.1207 17.0214 16.6577 21.0868 18.6535 24.6125
threshold=1.384368771371848 2.9000507500104784 1.3850285553958441 -1.8457275698205129 0.34279880553208369 1.0000000180025095e-35 -0.81592913328946925 2.9834630783018015 1.0171730942826955 2.3917266918659457 -0.68550230676373969 -0.43380258971158492 -0.61843089522009997 1.0111847875080273 0.079622557096257415 0.94170239728407068 -1.5696726677555606 -0.4851739300165801 -1.6848789422658503 -0.59859604961932988 0.18591537335404937 -1.1074522346930433 -0.35963362242067437 1.5800752988845861 1.6665457503468188 -0.35205761488010828 0.83721528995621086 0.1532919749078441 -0.4688967893188824 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 -6 9 -3 11 -11 13 14 -2 16 -16 -13 -12 -5 -15 22 25 -14 -24 -25 -22 -23 28 -28 -30
right_child=1 8 3 18 5 -7 -8 -9 -10 10 17 12 20 19 15 -17 -18 -19 -20 -21 21 26 23 24 -26 -27 27 -29 29 -31
leaf_value=-5.5134549465397543e-05 0.0053740105411006784 0.06008639979103178 0.034623918095295657 0.038653087948644908 -0.025678505227921311 -0.017034154321793123 0.0075151394411043203 0.031173775969895456 -0.031736552814699143 0.061705641943113003 0.034140371123777456 -0.04732316230074711 -0.020163058273097695 -0.040960257365472125 -0.001749694328215929 -0.040636716046903776 0.011347299452267444 -0.018386618120063789 -0.013530216838890056 -0.0019434239020293489 -0.0047517204271336853 -0.0084714736841083309 -0.0087950167861155018 0.021065053653617785 0.16018046973587652 0.064959898320816153 -0.009444397049735806 -0.0071124513893059162 0.044491702725204266 0.1680073871979651
leaf_count=327143 6479 100 174 113 824 2874 2086 330 34 142 196 147 2546 310 2322 360 3065 243 4892 664 116 1612 4233 327 25 108 71 240 129 26
internal_value=0 -0.056801 -0.0616823 -0.212258 -0.0378542 -0.170858 0.00827036 -0.00683311 0.775077 -0.0162298 0.412326 -0.0280203 -0.0855764 0.0665248 0.0539312 -0.142882 0.185463 0.0748169 -0.244714 -0.302562 -0.154338 0.0246496 -0.222266 -0.127455 0.601893 0.723587 -0.0492328 0.356316 0.897684 1.35602
internal_count=361931 34788 34654 5179 29475 5784 2910 23691 134 23361 581 22780 15327 7453 5894 2682 3212 439 5005 974 9433 2302 7131 4585 352 224 2078 466 226 155
shrinkage=0.05


Tree=3245
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 647 590 728 710 691 1002 494 209 1376 290 1242 639 560 21 1080 494 13 677 533 540 1053 1159 730 783 514
split_gain=25.8881 25.698 21.8655 22.5508 22.3222 20.5686 49.1516 20.2651 19.9751 23.9642 19.6154 21.5785 21.2296 19.157 22.9228 21.246 19.3882 19.2386 18.9533 18.7693 18.7319 19.8022 18.6384 39.7756 20.213 18.4982 18.3722 18.3353 27.5052 25.2929
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 0.76029184741838574 -0.3266635670241857 0.69854289147193727 0.9338414958155935 0.23696906566319156 0.18805867694879752 2.1089670232183031 3.5578112322456241 -0.4698900685825908 2.2610407443932834 1.0000000180025095e-35 2.2092738772757108 1.2142997171938616 2.2243089509479392 1.0000000180025095e-35 1.0000000180025095e-35 -0.93049901949950853 0.011797119955513862 3.3585567575760655 -0.33215574005720661 1.1155635910225459 1.2394703555346365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 13 27 8 6 -3 -1 10 -10 11 -5 -12 14 -2 26 -17 20 -9 -13 21 -16 23 25 -24 -20 -15 28 29 -4
right_child=1 5 3 4 -6 -7 -8 18 9 -11 12 19 -14 15 17 16 -18 -19 22 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018079885432996913 -7.4645030319409744e-05 -0.00011938182338266873 -2.3906235966686421e-05 0.00020075754642671429 0.00040098011245847092 -0.00012804344379648946 0.00033380014002349696 -6.2661822302063208e-05 -0.00049957169621519853 9.6767018803096508e-05 -0.00051989932934997187 -0.0003814817917800548 0.00011786634267748033 -0.00011864198092474898 0.00013542762395996193 0.0010036107044572103 -8.5500170126135935e-05 -0.00058624590792586339 -0.00024841713593831916 0.000416194738099087 -0.00028953785142093547 -0.00062559390138941377 -0.00021864908598614283 0.00015263133419046908 0.00017067925673186653 6.3282559405797965e-05 -0.00097467745515812632 3.0154577284859777e-05 -0.00012927064936447095 0.00033501498674157876
leaf_count=3396 120406 4821 6880 3890 894 93730 1384 11132 642 573 445 549 435 63618 4872 150 193 188 2829 167 531 148 588 3420 7038 1156 185 8945 17685 1041
internal_value=0 -0.0848757 -0.0729614 -0.0284707 0.0758685 -0.120274 0.00949681 -0.0165407 0.0359841 -0.216378 0.0887385 0.143974 -0.197426 -0.083742 -0.0691671 -0.11956 0.460103 0.0569089 0.00325269 -0.197225 0.0784061 0.116287 0.054976 -0.0196621 0.135997 -0.161062 -0.123014 -0.0527772 -0.0832125 0.0237592
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 6701 1215 5486 4606 880 190291 126145 64146 343 5739 26163 716 5551 5020 15031 7405 7626 3985 63803 34551 25606 7921
shrinkage=0.000980392


Tree=3246
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1022 647 590 1016 727 728 346 1249 1040 990 759 834 730 783 934 514 603 660 639 578 567 8 913 85 516 1388
split_gain=36.5206 27.3622 23.0164 25.5747 23.0642 22.6493 50.6295 22.4616 22.3249 21.7911 21.6126 22.3892 26.6599 20.9447 20.9144 20.3253 20.2451 27.8014 25.8811 25.403 22.3719 23.9468 19.8638 19.6247 19.4255 19.2648 19.1814 19.2928 19.1707 22.6249
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -1.5722412400100421 -0.49008176997875957 0.035432810015840331 0.63898029052325456 -0.81372871105109723 1.09266583130301 2.7993186572179827 2.0780443506202029 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.11942102837874842 -0.87905496296652397 -1.7658299547505127 -1.298475463871557 -1.0282579537198486 -1.3274107148674466 1.0000000180025095e-35 -1.0974244528964057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 16 7 6 -3 10 -5 -1 11 12 15 -10 24 -2 17 19 20 -4 21 -18 -20 -11 -14 -23 27 -9 -19 -30
right_child=1 5 3 8 -6 -7 -8 26 13 23 -12 -13 14 -15 -16 -17 18 28 22 -21 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00012116091751194756 -0.00034098109662185599 -6.225296223948125e-05 3.0582447857932305e-05 -0.00011648181278871667 -6.2802123698919078e-06 -7.4765628980208879e-05 0.00040012226303638503 0.00019811382134158736 0.00012250654075569552 0.00022564776070068096 -0.00019935154448960432 -0.00021323431729443511 -0.00074354185349953441 0.00040638332369332438 0.0007515300267883886 0.00092758886968144689 0.00015510384776957077 -0.00017056410367359743 4.4442165101306852e-05 0.00039227500068174555 -5.8216212924953525e-06 -0.00043648888707330447 -0.00031508339026507798 4.9104344334276691e-05 5.6593079081004603e-06 0.00059826647585370905 -1.0639888161890356e-05 -0.00019952274205349899 -0.00033329777564222404 8.6646561695777323e-06
leaf_count=3396 2747 4821 6880 1294 103001 93730 1384 733 4808 3407 14802 6707 366 1493 210 95 2134 6979 2668 1041 1982 101 1064 22756 16440 996 39942 5248 1219 9487
internal_value=0 -0.0282431 -0.0159242 0.0298613 -0.0270897 -0.0652583 0.0721242 -0.0578965 0.140544 0.0524979 -0.108915 -0.066649 -0.0269747 0.191529 0.00630443 -0.297437 0.00368421 -0.0284312 0.0919913 0.0796206 0.188347 0.290141 -0.0490953 0.0725265 -0.00412603 0.534659 -0.0276166 -0.153017 -0.0775825 -0.0223084
internal_count=361931 332372 232437 42146 190291 99935 6205 87290 7595 29559 41367 26565 19858 6301 17016 2842 34551 25606 8945 7921 5213 3231 3732 26163 16806 1097 45923 5981 17685 10706
shrinkage=0.000980392


Tree=3247
num_leaves=31
num_cat=0
split_feature=785 1309 200 1097 61 146 1303 1398 1088 1184 846 17 225 1456 1031 566 503 361 21 57 1051 294 728 1463 1462 77 761 1243 489 633
split_gain=25.365 20.1807 26.0622 28.3079 26.1635 24.5196 23.1035 22.8753 22.4229 21.5585 22.8729 21.0246 21.0147 20.8808 20.9932 23.1367 20.3054 19.9639 25.7122 22.6968 26.4892 24.3901 19.9627 19.3464 19.155 20.6313 19.9591 18.4549 20.8645 18.3196
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.67281916063428748 -0.95342879297703587 3.2658335243644596 3.0783482178314734 1.7160994611581364 0.044858320589037236 2.7639737144699819 0.32136284863636239 0.35885439231009797 -1.123514245795078 -0.44588581070360206 0.05910319601210149 1.3639589500853952 2.7362415054757689 -1.0623488931534213 -0.41947166002477487 -0.13431221002227373 1.4243427035504792 3.5926503781727646 0.11261061366423297 -0.49008176997875957 0.79943169538106496 0.23315867714148311 1.0929599279503071 2.4130835502434373 -0.32127136491861125 -0.62090568197613027 -1.058959997587573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 4 6 5 16 13 -7 9 24 -11 12 -8 14 15 -4 -2 29 19 20 21 -19 -1 -21 26 27 -3 -26 -29 -5
right_child=1 8 3 17 -6 7 11 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20 23 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00012077459402606164 6.4546514716655177e-05 -5.217345434464563e-05 8.765981374295257e-06 -0.00013039182520848441 -0.00049839726344298512 0.00014078350724475863 0.00071820474886972595 0.0013195392769327892 -0.00024014931352657839 7.0260642686356561e-05 -6.2506008087063694e-05 -0.00038819359160743925 -0.00052593507599419222 -0.00018748002036760716 -0.00012229703608582869 0.00062762103918737966 -8.2434413105792335e-05 4.4559659146832749e-05 -5.8935286622553874e-05 0.0002609639382409898 0.00086343710702149528 -9.850999141109588e-05 6.3466213630526726e-05 -0.00025048417194009956 6.5792844774539638e-05 0.00020714059779537396 0.00025378378013528498 -0.00038481877115832897 -2.7976597072119141e-05 5.3648702742387006e-05
leaf_count=3396 6375 39431 15277 3797 1103 269 213 94 1821 32004 8124 2755 171 7556 11622 274 77185 18521 41677 2656 158 9753 26163 402 8159 2520 959 1044 3481 34971
internal_value=0 -0.0218758 -0.0350857 -0.0177363 -0.0732233 -0.0683413 -0.0814652 0.496924 0.00369914 0.00813157 0.0469094 -0.307669 0.262698 -0.063039 -0.0312588 0.0234167 -0.0719029 -0.00132899 -0.0234723 0.0263551 0.00467078 -0.0010225 0.0455249 0.201747 -0.0196816 0.0444865 -0.045327 0.00727153 -0.106226 0.0405466
internal_count=361931 332372 234829 149803 85026 83923 37868 363 97543 95722 40128 3139 384 34729 27173 15551 83560 111935 73167 31490 28432 28274 29559 3058 55594 15204 40390 12684 4525 38768
shrinkage=0.000980392


Tree=3248
num_leaves=31
num_cat=0
split_feature=1431 667 1469 1452 1465 1470 1459 1466 1462 1461 1449 1458 564 219 1459 1470 12 1455 1449 1454 1452 1089 1470 1468 1046 1460 499 1466 218 227
split_gain=14.4082 17.5779 17.235 32.9445 65.3835 33.5721 33.4474 30.556 27.5025 24.9986 24.6469 27.1136 24.4213 28.0721 23.167 23.2855 22.9881 22.6465 42.1833 21.5484 27.0341 26.6478 33.5673 32.194 30.0146 27.329 26.2777 26.1739 25.37 23.03
threshold=1.0000000180025095e-35 2.8959165655566772 -0.37428265452218518 0.34647097549241135 -0.24758448501956196 0.92007089127680419 0.23747375368911341 -0.39115731296020156 1.0119550964254083 0.17054637065356101 -0.075572632224640987 -0.68909410285287098 -1.1156002256511879 -0.50987870619885134 0.28033940150464115 -0.88941034967768895 0.19323073531156637 1.0000000180025095e-35 1.0322704654234007 1.0692506903199488 -0.16682302883424749 1.0000000180025095e-35 0.99891538979333971 1.1169629351287809 2.3111722892171334 0.74209976395475563 -0.18445573748425703 1.3282050659790741 1.858692220626031 -0.33489656356762271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 19 5 6 10 8 -8 -6 12 -12 13 -5 15 -9 -11 -13 -19 21 26 22 24 -24 25 29 -21 28 -22 -4
right_child=1 -3 3 4 9 -7 7 14 -10 16 11 17 -14 -15 -16 -17 -18 18 -20 20 27 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012813129286628631 -0.0012277707080198862 -0.016645604741514337 0.0017104058804571099 0.048519210433563054 0.004118772881120311 0.014100506772850647 -0.021696372398626994 -0.021500066242173724 0.04208196069540987 -0.023024239518810236 -0.028853708154157692 -0.013215710382597745 -0.024658455704468393 -0.028956559482502156 0.0052401576047307573 0.080339167007211137 0.0045016295940530559 0.020832603872598495 -0.041063929021203829 -0.0025804610552328158 -0.0045454501491737466 0.002052799422383345 -0.016427141446844599 0.042640575989954077 -0.024685686630937346 0.0083325806166855559 -0.022728634825140339 0.036320893662131259 0.06006515351537639 -0.0048975826720865723
leaf_count=99279 137334 2224 13987 200 8027 813 1319 44 79 1069 972 1599 5444 197 1110 93 665 878 196 1638 1682 56493 3319 111 803 4126 1889 230 73 16038
internal_value=0 -0.0270647 0.0040655 -0.0147988 -0.0993225 -0.229458 -0.263598 -0.021107 -0.31257 0.0318632 -0.340127 -0.177071 -0.450462 0.249383 0.221366 1.06347 -0.227621 -0.0544731 0.200548 0.00244699 -0.136839 0.0106889 -0.0388266 -0.27638 -0.0178523 -0.00766338 -0.262876 0.0677014 -0.0316808 -0.0335317
internal_count=361931 139558 222373 123094 22705 12944 12131 2645 1398 9761 9486 3645 5841 397 1247 137 1734 2673 1074 100389 5512 94877 38384 3430 34954 34151 3527 1985 1755 30025
shrinkage=0.05


Tree=3249
num_leaves=31
num_cat=0
split_feature=50 56 644 79 779 1310 774 1467 512 501 1454 1470 759 565 1039 1250 281 1248 765 362 695 1259 81 705 765 1450 1464 915 556 544
split_gain=14.1678 26.3852 18.6952 19.0287 19.1234 25.5346 18.9542 19.4678 18.6644 20.1084 18.5524 18.5334 18.233 21.2595 18.1272 22.1693 19.4712 18.9207 18.8216 18.7863 20.2371 23.1524 17.9828 21.4238 18.2285 18.148 22.5022 22.5653 22.3731 21.8032
threshold=0.55630078546380823 1.0000000180025095e-35 -0.34929633066952553 0.011552048890499539 -0.0080099199132866953 0.85221310825301255 -0.81720349551040516 2.500819528513873 1.7364793524751543 -0.014788158078360146 -0.98478334500156417 -1.3782462404802098 3.282677285995514 0.31907197380729435 -0.6193946422844504 1.062322987819176 -1.4161742334052956 -0.21069635244228976 -0.37414907169147954 2.7840575330720774 -0.21437535164170954 0.85414812631818593 0.23774810596799917 1.0999472070578602 2.0232933620265787 -0.34557539116087493 -0.025103616233642181 -0.37854886826050188 -0.66326933291625945 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 14 -5 -8 12 -10 -2 -3 -1 -14 -4 19 -17 18 -18 -16 -21 -22 24 25 -13 -24 -27 29 -29 -28
right_child=10 11 3 6 -6 -7 7 -9 9 -11 -12 22 13 -15 15 16 17 -19 -20 20 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.00011461584082155598 -0.013590049018527339 -0.021535099707418983 0.0031155847592546655 -0.015241900225357211 -0.0067671633275184669 0.0097645317583820359 -0.005923352982736772 0.0174369946999373 -0.0027128378403284852 -0.019393987594312392 0.0010731816446156648 -0.00040688051229781277 0.059733926966784937 -0.052225588507563162 -0.0070892519705855507 0.075663168130688851 0.040929645485937825 -0.0053707472728381275 -0.0011988994919531655 -0.0034742219263714973 0.044282706241449796 0.21912801589575151 -0.0015274356200728398 0.0072576082660567231 -0.0086496993469796918 0.00020138960073912842 0.0072033375812971812 -0.011016526573405575 0.0060574727889283874 0.023463939940781862
leaf_count=50241 1290 473 7304 5849 12286 3601 22749 593 4062 1897 82873 97791 149 38 13103 73 319 954 275 100 44 21 20238 7320 4050 14956 2653 1157 4034 1438
internal_value=0 -0.0154458 -0.0455651 -0.0783363 -0.0411326 -0.00347664 -0.136017 -0.103725 -0.0140022 -0.154167 0.017806 0.00290311 0.000460951 0.793962 -0.0368338 -0.0922759 0.17682 0.122343 0.442815 -0.131228 0.831894 1.95261 0.00434379 0.0371027 -0.0142204 0.0185649 0.0590392 0.140768 0.0449439 0.25772
internal_count=361931 277768 123658 67271 38080 25794 29191 23342 56387 5959 84163 154110 50428 187 22193 14889 1621 1548 594 13268 165 65 153637 51796 101841 44476 24238 9282 5191 4091
shrinkage=0.05


Tree=3250
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 647 590 727 710 691 1002 494 209 1022 48 146 1441 730 783 514 934 603 660 639 8 345 29 10 907 107
split_gain=24.8103 21.0577 21.5043 23.1958 21.7744 20.5134 50.2451 20.4218 20.0881 24.2208 19.8398 21.509 21.3149 18.9587 21.0996 20.9678 19.2344 18.8263 28.4522 25.9655 25.0757 21.2162 23.2508 19.5008 19.2153 18.9869 18.7667 18.7738 18.7558 18.641
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.76029184741838574 -0.3266635670241857 0.69854289147193727 0.9338414958155935 0.23696906566319156 1.0000000180025095e-35 1.8372674881307383 2.7503861831498626 1.7193014468115779 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 0.11942102837874842 -1.298475463871557 0.46293354690950167 0.82152675923177465 -0.43543206165028031 0.49932493644430648 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 13 17 8 6 -3 -1 10 -10 11 -5 -12 14 15 16 -2 18 19 -4 21 22 -19 25 -24 28 27 -21 -22 -11
right_child=1 5 3 4 -6 -7 -8 -9 9 29 12 -13 -14 -15 -16 -17 -18 20 -20 26 23 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8887995746923437e-05 -3.5172293953968915e-05 -5.7372703197208124e-05 3.7462319365237789e-05 0.00026285747574006927 0.0004563788588484828 -6.3282673238290442e-05 0.0004039043947406647 9.4822499155157103e-05 -0.00044376818100272446 0.00039118606053749658 -0.00046229194601580376 -0.00013003572009622771 0.00017765645961526899 -2.5802716818036426e-06 -0.0002170790859168911 0.00030877953975647115 -0.00019258855825898328 0.00015495703679653191 -7.0688657335595689e-05 0.00023478952373124444 -0.00016002833900653955 -5.7319037369424175e-07 -0.00044150523457486211 -0.00030936873001280565 0.00059316379143968686 0.00034745321714621714 -0.00019830487710919775 0.0008802945311605487 0.00036325154330453193 -0.00046944006808984404
leaf_count=12551 76185 4821 6880 3890 894 93730 1384 17008 642 406 445 716 435 103001 4653 765 5687 2134 17685 431 1651 1982 101 1064 996 644 225 385 373 167
internal_value=0 -0.021406 -0.0105905 0.0337536 0.139375 -0.054015 0.0769428 0.0452944 0.0996702 -0.155664 0.152153 0.207496 -0.136147 -0.0214063 -0.0494218 -0.04094 -0.0452144 0.00877367 -0.0222744 0.0872741 0.0940566 0.189031 0.288243 -0.0450787 0.529461 0.0485751 0.412033 0.554867 -0.0599949 0.163435
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 6701 1215 5486 4606 880 190291 87290 82637 81872 34551 25606 7921 8945 5213 3231 3732 1097 2668 1041 816 2024 573
shrinkage=0.000980392


Tree=3251
num_leaves=31
num_cat=0
split_feature=388 1452 1467 418 1463 6 290 941 145 218 215 1379 767 1391 699 1324 1119 630 906 1375 625 62 147 503 1035 1361 815 971 708 288
split_gain=14.0781 18.3318 19.4911 20.0907 21.9361 18.0596 19.0765 17.9349 17.1375 26.1938 20.3601 21.827 18.4374 18.5381 19.8455 18.6812 18.9593 18.2776 17.5379 17.7747 17.0877 16.9783 25.2781 20.4434 21.1621 19.3463 28.4064 20.2886 29.8038 20.1024
threshold=1.0000000180025095e-35 2.5358997600969504 3.0124991923077498 -0.76117437800367493 0.45108069140960899 -0.28171508467511314 1.514851825702467 1.9607587081991176 2.3115003420585145 -0.66760974776189252 -0.65422913138742833 0.39094954246061359 -0.67529433994214016 1.2526826843359202 0.071153870502645641 0.85950149003664011 1.0000000180025095e-35 1.3250834751144189 -0.87511639267918928 -0.27377523386692942 2.8251964292881153 -1.2811150420666217 0.093704233871185996 0.56132687792884928 0.42424719599270372 1.0000000180025095e-35 1.0000000180025095e-35 -0.69531282290665342 -0.38174614327583584 -0.66983875036728802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 8 -4 -5 6 7 -3 18 10 11 17 13 15 -15 -11 -17 -10 -2 -20 -7 22 -1 -24 -25 26 29 -28 -29 -23
right_child=1 5 3 4 -6 20 -8 -9 9 12 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 25 23 24 -26 -27 27 28 -30 -31
leaf_value=0.00061283935350798873 0.0020837129498340961 -0.01229306862314335 -0.015273575167724571 0.041013131043530424 0.0024242673706848968 -0.028700670616860581 0.049728484768965027 0.059076754322929394 0.023802416429491078 -0.0011332804473386227 0.06274331831065022 -0.016571592156275718 -0.013755983942623626 0.18146554629939238 0.010571023121926525 0.16361139429838512 -0.020208168973007118 0.10935376468620997 -0.0015256132857307193 -0.0064681589296903489 0.068768981682943403 -0.0099759851024489518 -0.0027314103224511214 -0.014860767796211361 0.0011386668008115002 0.0013234280743686334 -0.0037794173908799224 0.0048794122103429692 -0.00068354536061219996 -0.0022079554641669277
leaf_count=29275 12223 861 244 388 376 961 67 39 409 344 196 317 803 21 21 26 20 60 33903 20666 31 8288 23790 5833 2049 120946 11138 19201 26289 43146
internal_value=0 -0.0398168 -0.0324295 0.28269 0.460057 -0.275135 -0.0422129 -0.154812 -0.038479 0.199618 0.556724 0.315365 -0.0503315 0.424794 1.97118 0.208572 1.86946 0.69121 -0.0456538 -0.0662761 -0.516696 8.7719e-05 -0.0373037 -0.088629 -0.211792 0.00838873 -0.015516 0.0146433 0.0335077 -0.064378
internal_count=361931 71976 70017 1008 764 1959 967 900 69009 2217 982 786 1235 432 42 390 46 469 66792 54569 992 289955 60947 31672 7882 229008 108062 56628 45490 51434
shrinkage=0.05


Tree=3252
num_leaves=31
num_cat=0
split_feature=728 1470 813 1388 557 291 631 279 1320 675 365 496 961 691 501 556 494 215 903 782 1317 281 976 1356 747 830 559 355 490 652
split_gain=14.0937 16.8691 16.4384 16.3286 18.6957 20.7348 21.635 22.1926 20.2616 18.5728 17.8859 23.0902 20.9852 22.5778 23.6337 22.3604 22.3417 20.9656 20.7092 20.1602 21.5173 20.1652 20.1164 24.2855 30.0469 27.9186 19.7849 19.5169 19.0856 18.2641
threshold=1.0000000180025095e-35 -1.3782462404802098 1.0000000180025095e-35 2.3422194059015995 -0.70530571838800626 -0.17705046395300619 1.4349429974148455 -1.1640940450698121 2.5950191639086801 0.44359160413691395 -0.78919497293715091 -1.5156124618942199 2.7378363749037904 -0.67449439877059081 -0.53088976107354502 -0.13549582354550815 0.7497907880361051 2.892522238250677 0.025863297268375197 0.672988146782454 -1.3210695284431979 -1.4161742334052956 0.36626269034231312 1.0000000180025095e-35 2.2668746584208797 0.79753001949493296 1.5825174535689428 0.94263574824942398 1.9993424188834616 1.8627252675032671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 8 -8 -5 17 29 22 -14 15 28 18 19 -16 21 -21 -6 23 -13 25 -25 -17 -24 -15 -12
right_child=1 2 -4 9 10 -7 7 -9 -10 -11 11 12 13 14 16 26 -18 -19 -20 20 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012318353948595458 0.049104631649635758 -0.0036026765529872636 -0.00037533522508632525 0.0088195930104569397 -0.011820348043710013 -0.004435626561070093 -0.030764217645275722 -0.0032350098087107538 0.090644052168148734 -0.005715170588236812 -0.01184907336216042 -0.0015003893589108645 -0.018574929521174545 0.016592956147200567 0.0061281107823955329 -0.014920250431198837 -0.025716076566354724 0.03288325687585112 -0.017636400594075865 -0.044422948805215211 0.015219683434022489 0.0025583387952397064 0.0012320567874630683 0.00071671022041544237 -0.01531673906440122 0.0080457759598301423 0.085958175513528925 0.0069654584315469769 0.12379811967653476 0.014419809742272359
leaf_count=27574 71 47043 61976 4568 1541 25931 1035 1975 22 1253 4678 72961 1958 1057 1654 663 993 227 1067 117 2093 25536 34393 21390 1107 8059 22 10368 21 578
internal_value=0 -0.0310442 -0.0320375 0.0025953 -0.000445942 -0.0396491 0.00405214 -0.201439 -0.549941 0.113388 0.00966506 0.000215384 0.00425861 -0.129995 -0.0466721 0.179419 -0.171982 0.0601449 -0.0503872 0.0542102 0.261364 0.0375858 0.00931847 -0.00719881 0.0430065 0.055989 -0.197978 0.0502286 0.378594 -0.180605
internal_count=361931 109090 109019 252841 247020 56537 30606 3032 1057 5821 190483 160969 155713 7435 5477 1763 3714 29514 2721 29287 2210 27077 148278 103517 30556 29449 685 44761 1078 5256
shrinkage=0.05


Tree=3253
num_leaves=31
num_cat=0
split_feature=1431 397 1020 945 284 572 127 898 770 1042 156 1177 902 1462 1381 1251 490 276 976 503 1105 971 699 1193 414 968 749 350 1459 769
split_gain=13.8032 19.0415 17.6774 19.7099 19.8018 24.3839 22.4688 19.1545 22.3319 18.8867 25.4559 29.7863 24.4059 17.3222 17.2459 17.0041 16.4674 18.7114 19.9306 24.1035 17.8754 17.5255 16.2845 20.9451 17.5634 15.8905 15.468 21.0604 18.5769 20.0096
threshold=1.8641952677858011 2.2339734547264651 2.1590889378513896 1.0000000180025095e-35 0.55631234241427197 -0.54257879525868946 1.0000000180025095e-35 -0.1292789685995665 1.5344558466363845 1.452396324633406 0.035185709530950036 0.78674751866941373 -0.22845775374768262 0.60855133363586655 2.2541910771224849 -0.14167957880288665 -0.78052865716058306 0.69021762786068996 0.56273754269554366 0.56132687792884928 -0.17064899183480617 0.27811336328289121 -1.2844955814849501 -0.76527274138141987 2.4052740649823803 -1.7853582368889958 1.8750166115898506 -0.14864733299237762 0.015014468430795973 0.28399332193487486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 22 7 -7 9 16 -11 -12 -13 14 25 -10 20 -18 -19 -20 -9 -22 -2 -24 -25 -3 -5 28 29 -28
right_child=1 13 -4 26 -6 6 -8 8 15 10 11 12 -14 -15 -16 -17 17 18 19 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00014941581357388471 0.037260153487294806 0.13095119114483331 0.024734678826135597 -0.016145164664060841 -0.011716526744491236 -0.0068368103929878667 -0.012623938372014904 0.070272825515711734 0.13820094410890094 -0.0043412826312223714 0.060585170118328438 0.35090811632216817 0.025192179454329739 -0.040823825099472855 0.15302411128846954 0.025999917588636009 -0.017609285240621598 -0.006872481219080709 0.022278119635683852 0.16443147553795265 -0.034523209514319579 0.084926742051134457 -0.01744622840268413 0.010562083070968925 0.080733741888824317 0.017804512782091365 0.057021845044936695 -0.046589455754707756 -0.024488030664707845 0.22660782094523924
leaf_count=345176 302 24 250 3919 3070 1276 3360 93 38 100 63 21 25 99 20 54 645 134 62 35 86 25 507 1838 52 498 36 67 36 20
internal_value=0 -0.0823175 -0.100439 -0.114021 -0.0615514 0.00805969 -0.0949925 0.0887146 0.325724 0.221939 1.12386 2.15993 5.03243 0.380054 0.548964 1.55701 0.0920118 -0.098117 0.586327 1.53167 0.706818 -0.0620931 0.20968 0.133074 0.258206 0.457537 -0.289712 0.658097 1.45436 2.31642
internal_count=361931 16755 16114 15864 11786 8716 6017 2657 1381 1289 209 109 46 641 542 92 1080 876 231 97 204 111 2699 2397 1890 522 4078 159 92 56
shrinkage=0.05


Tree=3254
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 872 678 1218 533 900 689 783 735 634 561 208 789 1452 1470 1465 759 908 728 1465 776 1376 650 703 646 761
split_gain=26.4729 23.0084 30.2019 28.015 27.2316 29.6342 29.7099 25.7834 25.9239 28.7854 25.8887 25.6715 27.5083 25.1083 26.2519 24.8772 24.5768 23.7279 46.1472 25.9887 24.0114 23.1406 22.9342 22.8286 22.439 23.3088 22.3572 27.1929 25.5033 22.3193
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 3.0757328524286596 0.34708990927187483 3.9048232315577729 1.0000000180025095e-35 0.54117268135534224 -1.1110989058077336 2.2099560249315608 0.45736174636922805 -1.328187176110053 -1.097318156174292 0.22742018399418559 1.1248358748350926 0.4926003403048807 0.82151526813113451 0.28325886342528439 0.46683225090780039 -1.4446427012740177 -0.49008176997875957 -0.53571689646516252 2.6594279389030699 0.18805867694879752 1.253152870847948 -1.642092651391948 0.99988622835687535 1.3427054570815413
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 4 -3 16 17 6 7 8 9 -6 -10 15 -13 14 -8 -11 -4 24 20 -20 23 -15 -1 -19 26 -26 28 -28 -2 -29
right_child=1 2 3 -5 5 -7 13 -9 10 11 -12 12 -14 21 -16 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.00013189281654809974 -7.5643809482607146e-05 -5.0630218917688483e-05 0.00026006208522024203 4.8585396830549235e-06 -0.0001396340355594926 0.00017028965311777637 0.00020916300904350412 0.00032060866771582692 5.1998085273063675e-05 7.2830078399263886e-06 -5.7542051576171081e-05 -6.3255291981072854e-05 0.00063232402368273988 -0.00025339071586221134 -0.00034872546598109603 -0.00021444129923180131 -6.2356699681667284e-05 -0.00014715129197781916 0.00057822752426597618 -0.00070510056723635506 0.00022841134343858782 3.3608964027653567e-06 6.5377377028408894e-05 7.9176684804507563e-05 3.8012939876386003e-05 0.00070650296797559922 -0.00023777919816373895 8.1509507470971042e-05 6.3724851888477391e-05 0.00042320564730058787
leaf_count=3396 28277 9447 5244 5700 54753 2933 660 721 12299 12006 81018 661 531 2471 3093 4919 1127 3533 1069 98 2657 75606 26163 5682 589 416 1470 6396 8029 967
internal_value=0 -0.0228469 0.0434211 0.10938 -0.0286624 -0.0401692 -0.0433675 -0.0638294 -0.0663045 -0.107622 -0.0426147 -0.0219299 0.306674 -0.00935247 -0.23405 -0.0499536 0.203724 0.0144557 0.0963081 0.505094 0.0546689 -0.00238295 0.0460434 -6.02766e-05 -0.0106172 0.313671 -0.0184352 0.0852746 -0.0433793 0.134781
internal_count=361931 332372 21518 12071 310854 251671 248738 166908 166187 72870 93317 18117 1192 81830 3753 16925 6371 59183 13039 1167 11872 78077 29559 9215 46144 1005 45139 8833 36306 7363
shrinkage=0.000980392


Tree=3255
num_leaves=31
num_cat=0
split_feature=267 395 21 151 1326 1187 434 426 910 559 220 288 1389 84 915 1008 693 69 204 1179 848 1046 484 1243 1200 768 403 980 139 75
split_gain=13.8262 19.7492 20.3746 17.1449 20.2403 16.8146 22.0816 17.5526 23.2891 21.4584 19.8406 16.7131 17.2405 16.9223 16.4233 17.2068 16.9729 17.9409 17.4679 16.3902 24.1217 16.8537 23.8458 17.1155 16.3296 18.9526 18.5405 18.5332 18.3759 19.1921
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.189441983669046 0.9563539158520219 0.68767317577886644 3.0754263171484135 -0.29817095964694967 -0.36345335855189148 3.0735509577037226 2.8543441063104678 1.3472368801123007 2.5392025932174609 0.31850140166010504 1.1029243080695406 -0.52987850151759486 0.49770748366498269 0.010295951354122508 -0.37768084210936348 0.62879768974322592 0.25641434831715709 -0.44380513905745034 -1.7323981794724195 -0.65963521970017236 -1.2868232908862189 0.40100045529383466 -1.1902039733309808 2.3437379334978323 1.6523040341855757 -1.0637076268994334 -0.94793651273052093
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -7 -2 9 10 19 12 -6 -14 -12 16 -16 18 -18 20 -9 22 -21 -23 25 27 -26 -3 29 -27
right_child=1 24 3 -5 11 6 -8 8 -10 -11 14 -13 13 -15 15 -17 17 -19 -20 21 -22 23 -24 -25 26 28 -28 -29 -30 -31
leaf_value=-3.8509997906391682e-05 -0.012502276701483829 0.014305501826934144 0.0016001581647704446 -0.021966484230903319 0.010746611804521676 0.073107774934878661 -0.044097342619930383 3.1740086289188202e-05 0.099672428284319048 0.09284813749545999 -0.019250939714539575 0.12128576644026678 0.081628182531406232 -0.027548951305027259 -0.01413593516199768 0.066419298942872559 -0.056852725917753061 0.073685402130758984 0.061621964673378229 0.14697860978755417 -0.019118479485932205 0.077412312119220339 -0.0091816533783373854 -0.0018358496775344936 0.0045308706871334632 0.036268117000915756 0.06533693135235967 -0.043342079121111342 -0.0044564484419216772 0.0014400104002356916
leaf_count=316545 10617 1380 1156 294 312 71 55 1827 37 44 187 24 96 22 199 120 53 97 27 29 3404 39 61 3215 5652 305 74 92 15103 794
internal_value=0 -0.0489464 -0.115206 0.111896 0.202233 -0.148678 0.777555 -0.156449 -0.0754948 -0.0845569 -0.0934936 0.604166 0.499917 1.22661 0.325372 0.548588 0.268595 0.799509 -0.10132 -0.13197 -0.228915 0.017978 1.31517 -0.0113686 -0.00400121 -0.0415852 0.105957 0.219115 -0.0662725 0.232593
internal_count=361931 45386 21986 1904 1610 20082 126 19956 9339 9302 9258 454 430 118 683 496 376 177 80 8575 5231 3344 90 3254 23400 17674 5726 1472 16202 1099
shrinkage=0.05


Tree=3256
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 791 858 691 927 789 1452 1470 1465 759 1465 892 1247 428 556 339 1465 150 1459 1452 813 566 1381
split_gain=25.4877 23.4568 31.1758 27.7269 27.2235 30.505 28.3073 51.2615 27.8928 33.4715 27.7076 27.1889 24.6609 24.135 45.5644 25.6077 23.5995 22.8556 22.6385 28.2789 23.3243 23.186 22.3882 28.2977 24.2442 24.1268 24.8849 22.3828 21.7615 21.5267
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 0.29073615932568342 1.0483613175537825 1.1248358748350926 0.4926003403048807 0.82151526813113451 0.28325886342528439 0.46683225090780039 -0.53571689646516252 1.0342428102238199 -0.29149962867897405 -0.99270919937965674 -1.1872183965669325 -0.63586223425159905 1.4270952891077759 -1.1769467878382101 -0.15184483386147815 0.37490402264961914 2.1641256470006294 2.1059719136688364 -0.92523599040117721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 12 13 6 8 -8 27 10 18 -11 -4 22 16 -16 17 -15 20 -20 21 -10 23 24 -2 26 -26 -6 -7 -13
right_child=1 2 3 -5 5 28 7 -9 9 11 -12 29 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.5257231404270993e-05 0.00038030844070246377 -5.0159946424940587e-05 0.0002625173082930342 8.3698639148882905e-06 -6.2885786739256104e-05 -8.7271050892733819e-05 -7.6646445393741058e-06 0.00023360196541757539 0.00061989456348846895 6.0944263688799153e-05 -0.00013957954026939609 -0.00027559000863204482 -6.0330461572671401e-05 -0.00014464244436977435 0.00057725260543705758 -0.00069949240208907874 0.00022924270038186204 8.1960713668813791e-05 7.4877880278310864e-05 -0.00047758283712656826 6.442484535863229e-05 -0.00029321069631717408 -5.0601501626498462e-05 -0.00027836534561600254 0.00014920079041006075 -4.4847549137827041e-05 -0.00048490386310030522 0.00010336736829219145 0.0001016907042484746 0.00040252334341996045
leaf_count=29559 1219 9447 5244 5700 94773 82198 18652 5059 162 9918 10118 258 1127 3533 1069 98 2657 5682 1179 1414 16981 2248 27720 1163 8571 7107 364 3837 3066 1808
internal_value=0 -0.0214508 0.0454363 0.112399 -0.0273271 -0.038832 -0.0216237 0.0493274 -0.034709 0.0151697 -0.0275557 0.115478 0.206185 0.0158058 0.0983995 0.504835 0.0570077 0.00271128 0.0165046 -0.223436 0.0403416 -0.214987 -0.0094906 0.050612 0.073825 0.0511722 0.1295 -0.0564324 -0.0797641 0.334075
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 44086 32102 11984 6371 59183 13039 1167 11872 9215 21984 2593 19391 2410 46144 18424 17261 16042 8935 98610 85264 2066
shrinkage=0.000980392


Tree=3257
num_leaves=31
num_cat=0
split_feature=785 728 21 1122 10 518 291 920 1457 828 1189 965 343 966 21 967 1454 1449 1465 1453 1462 131 1230 859 909 420 777 21 1462 166
split_gain=13.8482 16.3657 15.7494 17.1517 17.1023 17.519 18.0313 16.914 16.7316 16.563 17.1092 16.1732 15.7881 16.8131 15.6058 21.9306 23.4374 44.7606 34.2082 29.64 22.0729 28.3459 22.0499 24.6546 26.2897 25.0717 23.083 21.2001 29.0508 21.1073
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 0.79579885031402708 2.1596894146223344 -0.59078278517417326 0.79013371199038096 3.5630601607806995 -0.28517729443911771 1.7049484892370281 -0.43385482665417807 0.1463002810917281 3.9332165569518902 0.30333327828920958 -0.70163543588998201 0.32606639426463346 -0.91909735138557946 -0.16476281433214623 -0.054222271019181242 0.32774520349467018 0.44092648453292183 -1.2826351221583661 -0.92106560951488936 -0.54135187694831066 1.1666627087265098 -1.0956080354435216 0.43890524478253673 1.3785497256249488 -0.15105545870036599 0.34407678133923819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 9 8 12 -7 -4 -11 -12 -8 -14 -2 16 17 18 19 29 21 -21 -18 24 25 -24 -26 28 -19 -16
right_child=14 2 4 -5 -6 6 7 -9 -10 10 11 -13 13 -15 15 -17 22 27 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0056824491277405647 0.0008901820677288657 0.0018013177012283343 0.013849479841279691 -0.0092380172797512355 -0.021890292736639588 0.0016461642455293396 -0.0021080936195055819 -0.09050074498291584 0.012027689046787277 0.022687463015561935 -0.012727975087155525 -0.082893737099144424 -0.12686091862259172 0.016024953518446478 0.0040309325810941729 -0.0032090060706680837 -0.0041525976964098214 0.0052558864546627948 -0.0065957296399996998 -0.0012856936783481742 0.090334119348962197 0.04274218606462124 -0.0082669722645008804 -0.0012480840027457173 -0.0020889126722025793 0.0034098394846744581 -0.021174849982760632 -0.032072621273409888 -0.026364885847197567 0.030485583712636183
leaf_count=3396 91008 9068 3625 2064 269 4282 3050 27 3403 105 153 56 37 24 1432 53868 24573 2011 908 251 68 523 2988 104714 6393 41055 1022 449 576 533
internal_value=0 0.0398369 0.0573452 -0.00410663 0.104229 0.114404 0.0673051 -0.0769223 0.124211 0.236612 -0.247863 -0.622233 -0.0612212 -1.40598 -0.0102445 -0.0196563 -0.00852839 0.126866 0.287724 0.400909 0.711656 0.610449 -0.0134166 -0.00415214 0.0351237 0.0555331 -0.0881731 -0.0986341 -0.0226147 0.232752
internal_count=361931 29559 26163 11132 15031 14762 10823 3138 7685 3939 314 209 3111 61 332372 241364 187496 6751 3715 2807 842 774 180745 156172 51458 44043 7415 3036 2587 1965
shrinkage=0.05


Tree=3258
num_leaves=31
num_cat=0
split_feature=1458 697 21 677 878 624 666 813 50 1469 61 45 1470 494 1470 1334 885 197 785 316 792 809 1171 654 337 836 1035 915 1055 953
split_gain=13.8189 18.4782 17.2777 16.7034 40.5374 25.867 24.0502 26.1069 24.0846 31.7038 23.7405 23.5299 26.8499 25.1212 22.618 24.8632 22.5224 21.2852 22.7997 21.1032 21.0784 26.5201 23.2577 22.7931 21.7349 21.6322 21.7097 21.1323 24.1787 20.6442
threshold=2.6054386111478895 1.6433314404714263 -3.9164670491403295 1.0000000180025095e-35 1.0000000180025095e-35 -1.4097550793351623 0.45873907618427312 0.44561103650162237 0.55630078546380823 -0.39001902063959082 1.7262725660818381 -0.4851739300165801 -0.24288546184209672 -0.26248810475108125 -0.48730340724335719 0.69617135029965105 4.8263866747680533 1.7525974049969186 -0.38035204659413802 1.0000000180025095e-35 1.0000000180025095e-35 0.66649192610754393 0.30028666319685293 2.1031908482322286 1.0000000180025095e-35 0.25533988776994127 2.1938684232144419 0.59752726624774799 -1.5164672917215776 0.67505964681462227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 16 9 10 -8 12 -9 -14 -11 -16 17 18 -7 -20 22 -22 23 24 29 26 -23 -26 -29 -5
right_child=1 -3 3 20 -6 6 8 11 -10 14 -12 -13 13 -15 15 -17 -18 -19 19 -21 21 25 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.019330856985856376 0.0053340568027863498 -0.014566219833560254 -0.016407346228192669 0.00010950241519975482 0.00016244563954799331 -0.0023652631042576627 0.0026699593732036429 0.0014247761580468369 0.0093152817369599201 -0.0011870866076200129 0.034336108068556082 0.0028854166155014207 -0.022215377305211129 -0.0048746800792446605 -0.017557891747395759 0.01905931841842444 0.019177195209054206 -0.024446142367997067 -0.0066047199058784914 -0.016940205073184455 0.00017281059308101317 -0.0013352271049901789 0.0057360043652222512 0.011341889994166236 -0.00071768653415212925 -0.0072451580057937065 0.027470176955211308 0.11196416290317741 -0.0098221498280223404 0.0056815761348174001
leaf_count=550 7776 673 5910 25026 87209 10009 5801 4618 3015 4646 378 9142 2820 3832 4004 392 331 2615 11630 9810 84341 10305 13460 2397 21126 12119 309 20 5434 12233
internal_value=0 0.079819 -0.00778244 -0.00847419 -0.0278492 -0.0777644 -0.0674587 -0.100815 0.00742581 -0.0379518 0.0912279 -0.0327003 -0.118024 -0.234799 -0.141649 -0.287764 -0.158354 -0.169864 -0.150997 -0.216861 0.00516293 -0.0150964 0.0332046 0.014871 0.0064072 -0.0814577 -0.00901132 -0.0453811 -0.185174 0.0407595
internal_count=361931 8449 353482 352932 166162 78953 73043 54807 18236 15221 6179 20412 11270 6652 9042 4396 34395 34064 31449 21440 186770 107074 79696 66236 63839 22733 10614 26580 5454 37259
shrinkage=0.05


Tree=3259
num_leaves=31
num_cat=0
split_feature=652 585 633 574 758 564 514 1453 566 1002 965 660 970 277 21 65 1036 1244 769 294 146 901 1389 898 333 760 425 1140 1457 284
split_gain=13.9788 18.8724 27.8789 53.6892 31.1326 22.449 20.9791 20.1465 20.0382 29.3954 20.9428 21.2887 20.1532 23.5137 22.4078 23.5637 22.9501 28.2995 27.1589 21.3842 24.7289 22.5878 27.2369 21.2896 21.1766 21.1064 21.3091 20.8714 24.008 20.0862
threshold=-0.98896428961744431 0.59573659850611882 2.0602254807584486 0.6251511886302028 0.9327048103557759 1.8888677277813357 1.9087852721677012 1.3493607039916962 1.8619965878080877 1.0000000180025095e-35 1.4967165609810034 -0.72421686037558375 -0.29632487423572434 1.0627646469434024 -0.70163543588998201 -0.6851319895343676 -0.048328065512220159 -1.3211483150189149 3.260624772979507 -0.75743040833846209 0.42012962093841377 -0.83872087536766626 -0.32042701027153669 -0.67764996171792968 1.0000000180025095e-35 0.045569326831424076 -1.9289156935002614 1.0000000180025095e-35 -0.3819645836246745 1.5000999175210408
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 5 4 -4 6 7 -3 12 10 11 -10 13 -2 -14 16 -16 -18 19 20 -19 -21 -23 29 -24 26 -17 28 -22 -15
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 -12 -13 14 23 15 25 17 18 -20 21 27 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015792388476635229 0.00031788706556541544 -0.00066573876021741281 -0.014147641613342697 0.017737609273239797 0.019608588952194084 -0.020283444955050883 0.0077679408075596009 0.0064799052165190512 0.017130964857680994 -0.0044541768522600358 -0.0079531981301173907 0.0047395617677974886 6.7822952435400122e-05 0.0046841062272177615 0.00083600054545580015 -0.036464311810721461 -0.032757826777890638 -0.0035111461507623025 0.083155295003957116 -0.022391480652144136 -0.034201215330794794 -0.012203920988309542 -0.0083947838123647599 -0.0082093007177361857 0.0061354584454479822 -0.0093305519806697254 -0.0032735028653514582 0.05812093528633832 0.031902060099099599 -0.048021672222143624
leaf_count=45881 97564 53176 1627 2867 431 740 5441 5104 1989 4937 1233 8410 38985 3294 20846 430 752 945 49 1158 130 3952 2505 9819 3401 17732 28031 177 218 107
internal_value=0 -0.0108932 0.0224371 0.180867 -0.120792 0.00894566 0.0134503 0.0010171 -0.0209747 0.0522379 0.112701 0.144686 -0.0273218 -0.00535621 -0.0504432 -0.0728199 -0.0286326 -0.108047 -0.0857156 -0.0926941 0.17894 -0.128211 -0.0921585 -0.104 0.00961791 -0.112321 -0.0724633 0.566165 0.217345 0.0597649
internal_count=361931 316050 69386 4925 2058 64461 63721 58280 246664 16569 11632 10399 230095 110784 119311 80326 34133 13287 12535 12486 1470 11016 9858 13220 5906 46193 28461 525 348 3401
shrinkage=0.05


Tree=3260
num_leaves=31
num_cat=0
split_feature=785 470 395 486 294 78 249 980 710 207 607 896 775 140 665 986 967 767 1442 701 685 483 1449 727 1246 567 350 1187 150 492
split_gain=26.5487 22.1312 26.8103 24.3811 23.9424 23.1271 22.5149 22.4573 22.4182 22.1155 24.9393 29.5573 29.1923 23.7611 27.8356 22.9984 22.2806 22.0636 21.6547 21.9858 22.6261 21.5181 24.0945 21.4902 20.8369 26.2446 19.756 24.341 19.4228 20.9764
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.3765966419980129 2.8830043942517625 0.71034226274197521 3.2233484458053923 -0.8114155581452932 0.16983702894582089 -0.084806946168647548 1.0000000180025095e-35 0.42670496010513392 3.6107751719298862 0.88970115856295362 3.0858555402564884 0.29996308812301631 1.1511682622985386 -0.79403162295211527 -1.2625182715263061 0.19398281162718919 1.0000000180025095e-35 1.5825251634904218 -0.33812127112891666 1.0000000180025095e-35 0.41394760284353954 -0.36121750935346597 1.8131338697715023 -0.70267648430071106 -0.25325829917037951 -1.3434767594021841
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 3 4 5 18 -7 -5 17 10 11 15 -13 14 24 -3 -12 -9 -2 -20 26 -19 -23 -1 -11 -26 -21 -28 29 -18
right_child=1 9 -4 7 -6 6 -8 8 -10 13 16 12 -14 -15 -16 -17 28 21 19 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.1596604760630511e-05 -0.00023085421515503299 7.1168624411718234e-05 -2.2641857767094833e-05 -0.00029500594556490267 -0.0005866507973274407 -0.00022853486400690022 0.00074669070143033986 -0.00052251646848404149 0.00037536204640215698 5.0318831384859965e-05 -5.4155858035128258e-05 -8.0244322305475033e-05 0.001327280858467195 -6.6452565551469093e-05 0.00058350741721917504 -5.9278303720635241e-05 0.00044511495998475058 5.8104790533657854e-05 -1.6408592464967869e-06 -0.00012442209563651743 -0.00041903026353759071 -0.00027845667118486062 0.0029956402414568662 9.4986778666330079e-05 -0.00016269696086213019 2.0919092442102059e-05 0.00089032798194473245 1.9630931848111715e-05 -6.2590655149879384e-05 -0.00039675743613511633
leaf_count=12551 8847 24272 82761 1236 1378 15039 176 603 1344 50396 37262 17686 58 13462 379 9382 170 3201 23862 13593 2640 23 30 17008 6412 11755 277 879 2325 2924
internal_value=0 -0.0247707 -0.0481145 -0.0924051 -0.110985 -0.104665 -0.217458 0.0578431 0.122971 -0.00892868 -0.0329595 0.00013461 -0.0758573 0.0168857 0.0332139 0.0382823 -0.0737753 0.0169365 -0.0779427 -0.0557824 -0.130499 0.0863813 1.63342 0.0441829 0.0297762 -0.0377435 -0.0971364 0.225998 -0.21917 -0.352937
internal_count=361931 332372 155889 73128 66691 65313 15215 6437 5201 176483 94079 51398 17744 82404 68942 33654 42681 3857 50098 41251 17389 3254 53 29559 68563 18167 14749 1156 5419 3094
shrinkage=0.000980392


Tree=3261
num_leaves=31
num_cat=0
split_feature=545 1442 1445 1461 705 912 659 623 1396 208 419 1254 785 992 990 908 899 73 773 898 1384 1050 773 558 1395 210 958 1458 807 1113
split_gain=23.0589 25.4305 24.4449 25.7922 22.7928 23.8358 24.8847 23.002 22.3939 22.3902 22.1996 25.6546 21.4234 20.7825 25.2824 24.7922 21.99 19.6212 23.7385 19.6186 24.5283 18.3365 18.2875 18.9327 19.8491 18.2109 19.6522 20.3937 23.0439 21.3296
threshold=-1.0372938969678034 -1.2625182715263061 1.6380901172106308 1.4098417307792441 0.87723755459486374 -1.8053664850396696 0.62821384419828064 -0.024657624075993714 0.66386066127205579 1.9192360597126046 -0.37884089540317273 -1.3110776810037013 2.9970139449733542 0.6146227839635201 1.09266583130301 0.70038297435147256 1.1219914327027658 -0.2334644764982769 -1.0999140867602797 -0.050940255296943196 -0.26622167469113373 -0.39620818768670413 -0.36173168794207189 1.329275187929347 0.82814519349740279 -0.97735425869826986 1.313041538630376 -0.50065702886839536 1.0000000180025095e-35 -1.1104252882998134
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 7 -6 12 9 -2 17 11 -9 13 14 -7 -15 -16 -3 -19 21 -21 22 23 24 -13 -12 -27 28 -28 -29
right_child=1 4 -4 -5 5 6 -8 10 -10 -11 25 19 -14 15 16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-5.2807356746685914e-05 -1.9397989671832022e-05 -1.193287707665066e-06 -0.00015521794731102203 0.00019196286371799185 -0.00035463889277687923 9.6998623687756373e-06 -4.9793706828845205e-05 0.00044822003566794829 -0.00021472036592070382 -0.0002127530191400128 -0.00010536502440792503 5.384040542877556e-05 0.00032325593044299923 8.7784877431252708e-05 0.00010165460286704644 0.00036851957895402945 0.00044537105762836867 -0.00026822204565460817 -5.4331414884670407e-05 -2.3739516574277197e-05 -0.00027315185030032848 3.7058525042226259e-05 -0.00025815279511575215 0.00059522352324829222 -0.00048478506533962016 3.0804055758294261e-05 0.00021503996753391994 0.00054471178603642239 0.00079820485080056677 1.3943808911303761e-05
leaf_count=94059 20717 43845 14673 2379 973 28709 10814 547 4189 4054 4997 1701 1387 5868 4123 1835 997 3645 32091 4001 4270 10513 2606 240 454 53468 1120 361 417 2878
internal_value=0 -0.00792999 -0.0651043 -0.0263619 0.000608726 0.0390233 0.0441863 -0.0124828 -0.0506424 -0.0399934 0.0122525 -0.0460065 0.0672238 0.0583072 0.0353904 0.160751 0.172464 -0.0320896 -0.0735767 -0.0566658 -0.150215 -0.0118914 -0.128383 0.0147049 -0.0548149 0.0336611 0.0435746 0.176523 0.381837 0.0790187
internal_count=361931 267872 41958 27285 225914 54706 53733 171208 24906 83635 87573 24332 42919 41532 33829 7703 5120 79581 35736 23785 8271 15514 5001 2395 2155 63241 58244 4776 1537 3239
shrinkage=0.000980392


Tree=3262
num_leaves=31
num_cat=0
split_feature=545 959 795 705 470 1094 257 832 1361 484 1469 602 427 633 702 641 831 43 1051 1176 442 1452 395 1370 69 1122 131 484 974 776
split_gain=28.7839 29.2264 29.5028 41.6615 30.3211 27.9219 26.0139 34.3107 25.273 24.1611 24.0428 23.4463 23.0954 35.7539 22.9898 25.4819 22.8594 21.8884 21.632 21.5601 21.2495 20.8342 20.59 21.2505 26.9046 20.5345 32.1624 20.2328 21.2525 20.4735
threshold=-1.0372938969678034 -1.2907225086880219 -0.29258408639884992 0.28191752204954684 0.66595742291584703 1.0000000180025095e-35 1.0000000180025095e-35 -0.07211987328566348 1.0000000180025095e-35 -0.38529859338704892 0.28271063087949944 2.6455866734826223 -0.51777360960278751 2.6267512487368179 0.82247273120287534 3.9256961922190565 0.71922820897945428 2.2744972866152193 2.3864150127511103 0.070992515369580692 1.0000000180025095e-35 0.039474337618497217 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 -0.89271532357928141 0.53634859910762867 4.8427736852087628 -0.13981021701793292 1.9960333702113955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 10 6 -2 -5 16 22 11 21 20 -12 -14 15 17 -8 18 -11 -13 -4 -3 23 24 -7 26 -10 29 -29 -23
right_child=1 2 9 4 -6 8 7 -9 25 14 12 19 13 -15 -16 -17 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.00459414053083e-05 1.3388603871724106e-05 -3.3963623944715962e-05 -3.1632439257469114e-05 -1.5602190484305294e-05 0.00016208316795269086 -6.9633112805133184e-05 9.9345469525273619e-05 -2.209509404621604e-05 0.00031561930082135004 -3.0210439920586312e-05 -0.00022479439061491935 4.2349170914362691e-05 -2.2335807611695857e-05 -0.00080217934225222524 -0.00011645984437047826 0.00068411822587503585 0.00029089523501428033 -0.00028317616259418589 0.00025102167114414729 -0.00040740563638256872 5.5387293277325693e-05 4.358058492428779e-05 0.00098838429599218034 -0.00030642491961400508 0.0012507891235713389 -0.00010836180359683903 -0.00041515295301080597 -0.00046842002664253637 0.0018517907500381905 0.00033806842177444866
leaf_count=94059 13044 19975 24010 22772 11077 733 9479 7767 1354 44540 5028 771 12894 312 20167 239 3756 2375 1349 1071 28021 13430 75 9327 108 12497 412 38 57 1194
internal_value=0 -0.0100404 -0.00176134 0.0250707 0.0669809 -0.0776211 0.0398328 0.0922646 -0.13128 -0.0253895 -0.020549 0.008513 -0.0895261 -0.0409875 -0.0541899 -0.0275901 0.157429 -0.0312969 -0.022283 -0.223148 0.0174178 0.0128593 -0.254562 -0.26891 0.164389 -0.0741807 0.156051 0.075257 1.14438 0.069028
internal_count=361931 267872 230322 107779 54851 37550 43774 21002 24506 122543 52928 53873 18234 13206 68670 48503 13235 48264 45889 1842 52031 34694 10243 10168 841 14263 1766 14719 95 14624
shrinkage=0.000980392


Tree=3263
num_leaves=31
num_cat=0
split_feature=50 56 1470 420 582 763 981 15 655 1186 635 790 910 541 491 181 71 218 1259 1008 224 770 1326 424 1380 839 286 225 72 14
split_gain=13.888 23.1451 17.7436 17.7219 18.5118 19.5054 20.7109 21.856 19.9526 18.3161 17.7391 19.1275 17.6412 17.665 26.5214 17.0795 16.9262 19.7814 18.9734 17.9313 16.7797 18.9907 24.0148 16.7232 21.9293 19.6724 17.7012 16.6996 18.8463 17.6642
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -1.6691535061187051 1.0844420916666788 -0.039982656703976625 1.8384478631420207 -0.61977727442856467 1.0000000180025095e-35 0.91117521982883309 0.36149007609177614 -0.98749476024803362 0.67909569382761958 -0.55676187874653171 -0.18086751469836423 4.0855004897734855 2.0677503785962004 1.4720581802466619 0.41122899363204446 1.4323682487845721 1.487797580761012 -0.66556939151870309 -0.051885133779399545 -0.48146929781858566 -0.79944082677902861 1.0455965599331103 -1.1088918630985354 -0.75047504167065815 -0.72487966669224768 -0.86427325569999469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 15 6 9 -8 10 20 16 -12 13 14 -1 -5 17 19 -19 -7 21 22 -6 26 -25 -26 -14 -23 -29 -30
right_child=-2 -3 3 4 5 8 7 -9 -10 -11 11 -13 23 -15 -16 -17 -18 18 -20 -21 -22 27 -24 24 25 -27 -28 28 29 -31
leaf_value=0.022710025479887083 0.00032561009336385543 -6.8646667996521101e-05 -0.03150412510755779 -0.0044012651410550814 0.0067962284412848356 -0.023552462670553852 -0.070389467878586867 0.062487297055329127 -0.017215606748644162 -0.014420735080314388 0.12513571111768027 0.018789303066332915 0.069302426624299085 -0.0062171959814475916 -0.010488486146316639 -0.044905915852324854 0.064864550447341227 0.11636060473896231 -0.059421804444256966 0.063265460797202383 -0.020423944885341855 0.036100359011499487 0.066820892622856704 -0.032957384263828923 0.041491534077822502 -0.050936713578897487 -0.0082398409688854164 -0.022255636472852613 0.046429168257238411 0.0053856488470990331
leaf_count=738 197382 90457 902 62422 186 651 23 124 1247 513 20 359 30 2466 464 468 44 30 22 39 293 267 168 74 405 38 352 375 180 1192
internal_value=0 -0.0232169 -0.0633002 -0.0776274 -0.0738159 0.0558957 0.168414 0.95683 -0.122402 0.124345 0.116617 0.515028 0.0695213 -0.00495006 0.204536 -0.0908898 -0.129232 -0.235176 1.32551 -0.356753 0.202949 0.260818 0.75163 0.33045 0.57211 0.722662 -0.0128488 0.171506 0.0887421 0.199537
internal_count=361931 164549 74092 69525 68623 5733 3321 147 2412 3174 1165 379 4567 3668 1202 62890 786 742 52 690 2661 2368 354 899 517 443 382 2014 1747 1372
shrinkage=0.05


Tree=3264
num_leaves=31
num_cat=0
split_feature=1440 1465 665 678 1466 64 1329 760 147 1464 467 1121 1453 1085 498 141 1183 1317 1365 283 702 762 841 276 554 139 495 1467 158 1449
split_gain=13.8001 17.1448 18.8914 29.4733 18.2228 17.4245 17.2597 20.2504 19.3461 18.3166 21.6666 18.0124 16.2353 15.8907 19.8872 18.9947 18.7624 20.6185 28.4167 28.0459 23.3738 20.8539 18.5283 18.3349 20.2024 17.6985 17.4377 16.6604 18.8729 16.6508
threshold=1.0000000180025095e-35 2.873316917895123 3.0858555402564884 1.6243751288565669 3.2754529010249787 1.0148196801701652 -0.19681791238690791 0.18359049030059463 -0.96310352923787501 -0.065515111140320159 1.3711429871967877 -0.0094983781237528136 1.5066730237445995 1.0000000180025095e-35 1.82911433652524 1.9266540625236714 -0.5108123016221392 -1.0969073231921695 1.0000000180025095e-35 -1.0355991335390777 0.63567130699139007 2.0613728068090205 -0.19586179681694191 0.77357038340294093 -0.98216379447236313 0.68654951084216675 3.0717870369216622 -0.089735161984899933 -0.23112032118806597 -0.4293137938734401
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -3 9 -9 -8 11 -11 -5 14 -2 16 25 18 21 -20 -21 23 -16 -18 -25 -15 -19 28 -17 -28
right_child=13 6 3 12 -6 -7 7 8 -10 10 -12 -13 -14 15 22 27 17 26 19 20 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.00024156710680657353 -0.0060243548487807011 0.010187586017507006 0.013741293715435605 -0.043856025621175229 -0.050288321178881837 -0.018311002502220577 0.016922782837285901 0.02188672781780894 -0.026826676619974749 -0.02146178744412738 0.047677799884731836 0.0091877989423433098 0.029708448722586191 -0.0029152225882732429 0.028609843146708905 -0.0080273581681688088 -0.005376578899808894 -0.00043301750313783928 -0.048496882427460301 0.058546040730681065 -0.025649393644698416 0.077661832428911712 -0.0056687040759098592 -0.060267671009286775 0.050931040914144521 -0.016693692662506348 -0.025941936539701872 0.02956630575045038 0.040782859385050579 0.11102141218353299
leaf_count=303651 22227 3770 2804 185 56 249 787 134 681 614 77 420 39 7006 520 557 1308 13242 48 292 58 44 459 46 165 1836 22 468 134 32
internal_value=0 -8.79457e-05 -0.00273163 0.156525 0.209778 0.231613 0.112062 -0.0292885 -0.359536 0.0877399 -0.101101 -0.1942 -0.596319 -0.0461227 -0.101523 -0.00703598 -0.0224374 0.0305021 0.275143 0.769594 0.961461 0.0856619 0.243936 0.0208594 0.700867 -0.109233 -0.00272752 0.279601 0.0360027 1.31352
internal_count=361931 313467 306984 3333 3109 3053 6483 2713 815 1898 1111 1034 224 48464 23206 25258 24099 15257 1961 398 350 1563 979 1519 211 8842 13296 1159 691 54
shrinkage=0.05


Tree=3265
num_leaves=31
num_cat=0
split_feature=1368 1469 1452 1465 46 1384 1456 1451 1451 1464 1464 1312 1469 1464 1455 1462 1455 1467 1464 1292 1470 21 1452 21 1450 1012 691 844 1212 77
split_gain=13.732 19.2846 28.3126 28.1045 22.3604 21.5739 21.2484 22.9254 31.7144 27.7374 34.3576 26.0634 25.6989 24.419 22.3243 26.3552 28.6949 32.3845 23.6851 23.2232 21.5434 21.5374 21.115 34.162 23.9015 21.7192 22.7897 22.596 20.9007 22.2759
threshold=1.0000000180025095e-35 0.42433792593615 0.35442217057080599 -0.26348882100102394 4.1591794208145645 -0.68611255197223298 1.0000000180025095e-35 -0.12552025735350386 -0.14949201325840855 0.14959824411713507 0.091925743066192153 0.35015719381843119 1.7579949543862765 1.0000000180025095e-35 1.0000000180025095e-35 -0.20476896917271456 0.40822562400327617 -0.40676195933537723 1.0388566758402207 3.3446704468671888 -1.1653660944855635 -1.0798509198017876 0.010333415512314719 -1.8362818876253988 4.9048084466922406 1.0000000180025095e-35 -0.0049200476587610105 3.2611025658932777 -0.72824034023836837 0.27727611235666211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 22 -5 7 8 11 10 -9 12 -3 -14 18 -16 -17 -18 19 -8 21 -15 23 -1 25 -25 -27 28 -28 -30
right_child=-2 2 3 5 -6 -7 14 9 -10 -11 -12 -13 13 20 15 16 17 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.018698949473061895 0.00058789568031640137 0.0050044813006685342 -0.01608111000965539 0.016596836518451116 -0.038259501324439643 -0.0073711850133296765 -0.0051066731268960578 -0.0035791858467285362 0.028622522494129873 -0.015122481623768537 0.025099527072332185 -0.0059292605285527853 -0.008681764127143915 0.10355827085104677 -0.025361036029051372 -0.020960828256830807 -0.0067391316537896533 0.047731915868187792 0.034701557983992042 0.062779453502457158 -0.0025609719047692478 0.0206327374523377 0.0015087022429037418 -0.00038233126030406321 0.020953499647269818 -0.0016570378933413164 -0.00019767837069710497 0.047112646356827236 -0.016426677927684416 -0.0042577072712370349
leaf_count=1131 145940 16279 5842 727 423 1822 7609 10889 550 3083 570 7647 4506 31 2116 745 485 211 191 55 832 385 62511 52731 522 18799 3593 94 7643 3969
internal_value=0 -0.0175804 -0.0539767 -0.200431 -0.00335199 -0.00259175 -0.0355059 -0.0126598 0.024907 -0.0933106 -0.0381531 0.0136866 0.0526399 -0.0859595 -0.135577 -0.310151 -0.0501632 0.300405 -0.0615494 -0.0873907 0.193503 0.563386 -0.0022557 -0.0266102 -0.0321956 -0.035713 -0.0875043 -0.167334 -0.176906 -0.234201
internal_count=361931 215991 64575 8391 151416 2549 56184 44772 30230 14542 11459 29680 22033 5754 11412 3557 1441 696 7855 7664 1248 416 150993 88482 87351 86829 34098 15299 15205 11612
shrinkage=0.05


Tree=3266
num_leaves=31
num_cat=0
split_feature=522 1368 694 791 1091 209 552 845 852 831 215 1106 821 706 208 1274 1371 292 630 832 20 5 151 755 1381 483 219 1080 651 974
split_gain=13.5326 19.49 18.2519 21.3665 22.0603 19.8843 19.9727 19.8102 19.7283 22.6121 19.8731 22.7619 21.2051 19.8567 19.3918 19.2483 17.8829 17.7719 29.4868 17.6778 17.4255 19.0566 17.3895 18.335 17.271 17.8841 18.6539 17.1937 16.7629 23.6957
threshold=-0.71745339412579689 4.1719159519883009 1.4410699139383063 1.4161025625550929 1.0000000180025095e-35 -0.47355502566189345 1.9779680042589922 -0.090156864662131228 1.0747610123934368 1.3838092138822693 0.85410984719499772 -0.3564054518322492 -0.41690327315909087 0.95922459801555615 0.90803576617975656 2.6485174055428202 3.4357416210103824 -0.39025185340489071 0.15133241756438312 -0.22563809822154196 -0.042635516850942266 0.68994247324429858 1.3757144775381638 1.5226375783121155 2.357618222692532 -0.30553248901534896 0.07235341325906855 1.0000000180025095e-35 -0.9964111233105486 -0.2265622421860298
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -5 14 9 -1 22 12 -12 -13 -4 17 28 18 -6 -3 21 -11 23 -10 25 26 -9 -14 29 -2
right_child=16 19 7 4 15 -7 -8 24 10 20 11 13 27 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00056991948774943427 -0.0081601494163604845 -0.04507058523436247 -0.0052367650729318125 -0.016352962047898552 0.029747075038290462 0.0057310571243460381 0.054428585351453687 0.0028558627419459793 0.005485832121171829 0.0025404423028477481 -0.032476944240255261 0.015529191247770986 -0.0097527202109468566 0.045898003283196466 -0.023950570918901366 -0.041709422353310127 -0.011463234381305906 0.0071221733179955629 -0.00069488284078208444 0.010125087919694679 -0.02912617973275404 -0.033503234648860875 -0.017243100284056467 -0.020238147890642554 -0.041663165650671394 0.011241219758616415 -0.02029776528806318 0.029526913196958122 -0.00029735003984972079 -0.00045810565281525801
leaf_count=61066 12763 193 4506 1366 1265 2725 63 1785 6541 913 221 1178 274 277 964 98 3454 2825 578 97 614 271 521 478 157 2097 666 234 238578 15163
internal_value=0 0.0189872 0.0210189 0.0322775 0.139427 0.00148339 -0.255838 -0.0718106 0.0194742 0.00397068 0.11094 0.287257 -0.0330128 0.433682 -0.162917 0.235627 -0.0135139 0.253998 0.419457 -0.528293 -0.251939 -0.0948444 0.0550417 0.0834442 0.0433001 0.0669096 -0.0724506 0.192843 -0.0117727 -0.072708
internal_count=361931 91973 91683 81508 8920 4154 1429 10175 72588 62864 9724 2184 729 1455 5470 4766 269958 4668 1843 290 1798 1184 7540 7019 4705 4548 2451 508 266504 27926
shrinkage=0.05


Tree=3267
num_leaves=31
num_cat=0
split_feature=728 659 426 1386 839 691 837 59 10 1459 409 401 143 982 813 558 734 1182 355 622 424 841 490 837 707 346 1175 143 912 986
split_gain=13.5563 16.0219 15.9787 16.5799 16.8331 15.9127 18.6982 17.9877 16.5514 17.5689 16.2875 17.3173 17.184 18.6834 15.8633 16.655 20.4669 20.1394 22.8871 17.8603 21.5149 20.5796 19.3989 20.8993 27.1279 21.9041 19.7167 21.0206 18.6141 18.4803
threshold=1.0000000180025095e-35 0.62821384419828064 2.6217642627576114 0.67320101865350435 -0.29684980886695894 1.9559762663115983 -0.2634123284205297 1.7621890616334766 3.3192117763611617 -0.10950671909720981 1.8072418525143996 1.6561475724042281 2.96606573346136 0.19447964927060077 2.1641256470006294 -0.38996390488416172 4.1956285434281462 2.4840240950107395 2.8191254429513042 1.7034006449310262 0.23998918519401238 1.3342303978914696 -1.1620000165009334 -0.42947368667915314 -0.11071583874879819 0.058540024198920994 -0.84912691808481766 1.4863509518627442 0.78540526630183416 2.8870801359694633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 8 7 -7 10 -10 -3 12 -12 -14 15 16 -2 19 -19 21 -21 22 23 24 29 -26 -27 -28 -22 -17
right_child=14 2 3 4 -6 6 -8 -9 9 -11 11 -13 13 -15 -16 17 -18 18 -20 20 28 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00059370002995034836 -3.7478311608673065e-05 -0.0008913332245545759 -0.025450701359481489 -0.030195554085046806 0.040548863938539376 -0.0050535543483033732 -0.025207123295267492 0.064626231369405637 0.034754948536835785 0.0024277812668762814 -0.016358528496547117 0.038757028614038708 0.061773990187055129 -0.069231038236723441 0.0051414884392236163 -0.010465293363571795 0.054180479099387439 -0.022879634467225036 0.10324815729341115 -0.020701581955535037 0.0035704127325305729 -0.010163825965159691 -0.0021895672497284722 -0.0018359067660252129 0.018393588235624824 0.01150038185659307 0.09183792764762673 -0.063649230620723807 -0.03654740569456006 0.10623491606178007
leaf_count=211817 43765 34539 749 80 109 880 996 53 281 578 2577 79 74 29 4238 461 70 1382 20 2333 1825 5156 46729 1917 647 95 157 20 251 24
internal_value=0 0.00395184 -0.0378442 -0.344595 0.26231 -0.0310881 -0.249992 -0.0186897 -0.0214523 0.27364 -0.0292145 -0.232355 -0.278345 0.706321 -0.0290714 -0.0362607 0.00211695 -0.0636171 -0.403429 -0.0572181 -0.228452 -0.0457444 -0.0304109 0.156321 0.364867 0.594793 1.16971 1.6113 -0.0253733 -0.10793
internal_count=361931 252841 41024 938 189 40086 1929 933 38157 859 37298 2759 2680 103 109090 104852 43835 61017 1402 59615 4409 55206 50050 3321 1404 919 272 177 2076 485
shrinkage=0.05


Tree=3268
num_leaves=31
num_cat=0
split_feature=1454 276 1389 626 980 1251 1025 363 1451 113 207 1117 379 1290 941 5 1108 956 492 503 74 348 1110 74 975 459 863 638 431 1275
split_gain=13.4382 13.6574 18.6191 21.371 21.4125 20.0164 21.9794 24.998 24.5673 18.5792 17.5116 17.0116 17.9265 16.8458 17.6043 19.6942 19.3664 20.3337 17.5331 27.101 17.561 17.3678 16.7178 18.0826 18.1923 19.2903 17.6528 17.608 16.5788 18.9358
threshold=-1.0640499357927207 -0.98795118372329749 -0.74098748394806024 0.091809171000822656 1.5708587584060429 0.48404947619034527 2.9844287549711388 -0.24253448763491126 -0.41285289483131909 1.0000000180025095e-35 -1.6598653765175995 0.82724395946231744 -0.54991921176105274 1.8124611990991408 1.0000000180025095e-35 -0.69952879293856207 -0.41349271738206367 2.9863172288767412 2.5615693092633873 -0.21106108478547903 3.0526951078186486 -0.27047332700598187 1.2664446904113931 -0.40549492658275982 0.038011565117539774 0.45971323088519633 -1.1440422125939806 -0.75587601402189397 0.23188878364877538 2.1364247589846648
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 28 11 -8 -9 -2 -11 -7 -13 -3 16 -16 -15 18 20 -20 -18 -19 23 27 -25 -26 -24 -5 29 -4
right_child=1 13 5 22 -6 6 7 8 -10 10 -12 12 -14 14 15 -17 17 21 19 -21 -22 -23 26 24 25 -27 -28 -29 -30 -31
leaf_value=-0.020866927583257148 -0.006265774282381756 0.00028228033416994561 0.00099288813532683626 0.014349166691511464 -0.018582628791699932 -0.0064181524779270849 -0.0011731999177276684 0.22767462459320545 0.031101219393219245 -0.022896131810927905 0.0065037709153360273 -0.040673723146119146 -0.012895680027734578 -0.014542661310622311 -0.011235852008725108 0.0037363243387807527 -0.0050869189448931049 -0.032114174586394942 0.14753684697121291 -0.020606282588566997 0.055577713729344003 0.1409193497161719 0.064469077012866194 0.0098514136695507532 0.043405253465484989 -2.283885087158215e-05 -0.019032600228640763 -0.0078731940124445472 -0.0065109322156843008 -0.01749031326034715
leaf_count=604 4075 293145 16862 926 976 7890 94 25 41 370 4963 574 1556 3619 1812 5737 5250 29 35 41 66 25 40 1173 566 182 456 1085 8807 907
internal_value=0 -0.00381024 -0.0413194 0.0300425 -0.0326652 -0.0722101 -0.173333 0.992395 2.53056 0.00371252 0.0955386 -0.186164 -0.388654 0.00178944 -0.075425 0.00919434 -0.152732 -0.0530298 -0.0672828 1.27711 -0.0833808 1.69369 0.163606 0.213247 0.368165 0.655317 -0.249488 0.0528635 -0.03863 0.00227573
internal_count=361931 361327 51568 14812 10384 36756 10180 160 66 9408 5333 10020 2130 309759 16614 7549 9065 5446 5392 76 5316 54 4428 3932 1921 748 496 2011 26576 17769
shrinkage=0.05


Tree=3269
num_leaves=31
num_cat=0
split_feature=785 519 728 962 1010 701 377 1452 1470 831 689 959 1465 954 967 583 797 759 450 1465 339 1465 150 1373 1313 6 1456 1323 1425 1037
split_gain=36.9045 24.9 31.0676 34.0666 30.7219 30.3279 29.2915 27.4765 48.8687 26.4603 27.2728 27.6529 26.2322 25.4295 27.4756 24.9411 24.7911 24.0723 23.4803 22.8203 22.7201 27.5625 23.8934 24.4861 24.2473 22.7173 22.5707 30.5688 23.6132 29.0196
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 3.0713252103476614 -1.077677565945242 1.4210717172751071 0.4926003403048807 0.82151526813113451 2.0523937188146193 -1.1110989058077336 0.84086088814742543 0.28325886342528439 0.98873640907070304 1.0416760712798214 -0.99544907250003589 1.0000000180025095e-35 0.46683225090780039 0.69231615738246322 -0.53571689646516252 -0.63586223425159905 1.4270952891077759 -1.1769467878382101 0.55446281419859778 -0.84422345066265148 -0.84233504217864252 0.42480949284315478 -1.0861590716709413 1.1710607803345987 -0.52571968115434975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 9 -3 15 20 17 10 11 -4 -10 14 26 -7 -13 19 -17 -9 21 22 -2 25 -25 -24 28 -28 -12 -30
right_child=1 5 3 -5 -6 6 -8 8 12 -11 13 16 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=5.3146286842641893e-05 0.00037303175972924074 -0.00018639503264265123 7.5387806077310669e-05 -0.00011633986920399562 0.00018377035831675331 -0.00019558029678929211 0.00028580729523128219 -0.00014357331151189728 0.00059514504461207623 8.5943228166503825e-05 -5.842501773202233e-05 1.5612807977533995e-05 -0.00069644344450208416 -2.4330256487198977e-07 -0.00016014569498479694 2.1231686495152876e-05 -0.00020610001809901547 0.00023194760697385281 0.00021685236484209338 8.2576512299393191e-05 -5.5198764332535993e-05 -0.00027796766394138386 0.00019336690908228636 -0.0002540381063682071 0.00017135392471071253 -9.6991328743543503e-05 -0.00042565821836257665 -9.9984501365045221e-05 -0.00016970571410511779 8.5339619614083705e-05
leaf_count=29559 1219 2525 17651 45029 2800 1759 2307 3533 1069 7657 82150 6384 98 31459 18044 11681 4355 2657 3246 5682 27720 1163 1764 712 6589 6977 2202 19706 2905 11329
internal_value=0 -0.0269999 -0.0330375 -0.0452994 -0.0346206 0.0418519 0.068925 0.0129708 0.101018 -0.0382654 -0.0438922 0.0213081 0.522008 -0.0555938 -0.0707542 0.0384954 -0.07015 0.0582497 0.066043 0.00346543 -0.0139583 0.0465037 0.0693521 0.0468881 0.135727 -0.0395604 -0.0582815 -0.128848 -0.0430261 0.0396498
internal_count=361931 332372 310854 251671 206642 21518 18993 59183 13039 203842 196185 28390 1167 167795 136336 16686 10739 11872 14927 9215 46144 18424 17261 16042 7301 8741 118292 21908 96384 14234
shrinkage=0.000980392


Tree=3270
num_leaves=31
num_cat=0
split_feature=785 728 519 727 382 728 869 921 783 126 1022 140 1452 1470 1465 789 759 395 841 689 1116 1465 339 1465 150 1459 1452 858 552 1109
split_gain=29.4723 21.7509 21.008 29.3661 26.9671 26.9091 30.0364 28.2504 51.0193 26.1768 25.576 25.457 23.7022 45.2226 25.554 23.7012 23.6973 23.3201 24.4693 24.2839 23.5559 22.5519 21.9952 28.3947 23.6066 24.1684 24.713 21.8446 21.6519 24.0592
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 0.4926003403048807 0.82151526813113451 0.28325886342528439 1.1248358748350926 0.46683225090780039 1.0000000180025095e-35 1.2259052867616704 -1.1110989058077336 -1.2265353045382643 -0.53571689646516252 -0.63586223425159905 1.4270952891077759 -1.1769467878382101 -0.15184483386147815 0.37490402264961914 1.0825608069246189 2.364531608762046 0.11035693360108771
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 15 12 7 9 -9 10 17 -12 22 16 -15 -5 21 -7 19 -19 -20 -14 23 24 -2 26 28 -10 -26 -30
right_child=2 -3 3 4 -6 6 -8 8 27 -11 11 -13 13 14 -16 -17 -18 18 20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00012291581155248797 0.00037577962639255937 6.9604766375228787e-05 -5.1187341173204227e-05 0.00025473855183264914 4.1020488224796249e-06 -0.00012353251472369374 -7.786168809676703e-05 -7.6766007357679566e-06 0.00028245357417531293 -6.6391788729312432e-07 0.00069270147522260627 1.4129613237503581e-05 -0.00014468374024834122 0.00057492360299605952 -0.00070036532245255011 -6.2005870013840471e-05 0.00022880895656229551 0.00010712961702011671 -0.00096173548991049685 -4.5128387716551538e-05 -0.00016707570590692545 8.0495866046179901e-05 -5.0277860465299924e-05 -0.00027967185250878302 0.00013038822247431688 -4.5157750665656481e-05 -0.00048341213178696926 -0.00015315216306840173 0.0001831389369122259 0.0016022385554850319
leaf_count=3396 1219 26163 9447 5244 5700 33669 85264 18652 4493 62084 372 658 3533 1069 98 1127 2657 5691 279 36009 3934 5682 27720 1163 8363 7107 364 566 123 85
internal_value=0 0.0509354 -0.0217761 0.0415836 0.106664 -0.0273371 -0.0387817 -0.0216993 0.0492124 -0.034777 -0.0646236 0.266381 0.0155588 0.0974298 0.502478 0.199315 0.0561851 -0.0702573 -0.0392373 -0.0227647 -0.21068 0.00175138 -0.00951954 0.0500761 0.0733303 0.0509643 0.129396 0.237774 0.152001 0.824245
internal_count=361931 29559 332372 21518 12071 310854 251671 166407 23711 142696 80612 1030 59183 13039 1167 6371 11872 79582 45913 41700 4213 9215 46144 18424 17261 16042 8935 5059 8571 208
shrinkage=0.000980392


Tree=3271
num_leaves=31
num_cat=0
split_feature=785 519 728 962 652 701 377 1452 1470 1465 816 872 590 583 831 759 450 761 585 1465 650 703 646 761 779 1450 392 332 1463 554
split_gain=27.8186 26.2089 30.4326 31.3466 30.392 30.0815 31.9579 26.2855 47.9703 26.0467 26.0094 27.6735 25.1421 24.9875 24.4936 24.0205 23.4653 22.9582 22.8749 22.8611 22.6329 26.2387 24.5259 22.3209 22.2922 22.2366 24.5929 22.2304 24.7667 21.537
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 -0.98896428961744431 -1.077677565945242 1.4210717172751071 0.4926003403048807 0.82151526813113451 0.28325886342528439 0.98567350059335823 3.0757328524286596 -0.67541201360492764 -0.99544907250003589 2.1965197198778803 0.46683225090780039 0.69231615738246322 1.9651948445941332 1.0000000180025095e-35 -0.53571689646516252 1.253152870847948 -1.642092651391948 0.99988622835687535 1.3427054570815413 -0.39164565689209502 -0.35262914890079794 4.2575473192899809 1.0000000180025095e-35 2.5037573391015755 1.7806921643158311
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 12 -3 13 20 15 -10 11 14 -4 -7 -6 19 -15 -14 -8 -9 22 -22 24 -23 -2 -12 27 28 -27 -26
right_child=1 5 3 -5 10 6 18 8 9 -11 25 -13 17 16 -16 -17 -18 -19 -20 -21 21 23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=4.5001454442477665e-05 4.3298058165278315e-06 -0.00018168213244112026 0.00018755231052795961 -0.00011128395194550591 -6.7149120290919238e-05 -0.00019334821369846971 3.3576184036262939e-05 -0.00014354367746814248 0.00059067367732763604 -0.00069624597869230446 -4.9592936012664053e-05 0.00023472377664947425 -1.2339587510325037e-05 2.3857250999727027e-05 9.7632262457723553e-05 0.00023194337458651984 0.00021949910257899145 0.00026727138571185723 0.00045854471758814057 8.2867432929852129e-05 -0.00021897483590856097 8.772284538211419e-05 6.7195508300626588e-05 0.00042867542770700409 -0.00014578376320733438 -4.8637886313639809e-06 -0.0012037072683536015 0.00013363166463601045 -0.00097147379859569309 0.0001619945428423831
leaf_count=29559 11949 2525 4360 45029 141123 1759 880 3533 1069 98 15848 1396 20795 11681 4359 2657 3246 1451 1427 5682 1526 6557 8207 967 15795 8653 84 8426 147 1143
internal_value=0 -0.024671 -0.0308698 -0.0430157 -0.0327748 0.0460081 0.0729682 0.0146887 0.100814 0.517789 -0.0442898 -0.0589189 0.0368401 0.0411552 -0.0625335 0.0584115 0.0687406 0.00659186 0.305507 0.00366773 -0.0116761 0.0913869 -0.0364537 0.139918 -0.0691465 0.0103611 0.0634739 0.0686625 -0.0212319 -0.124764
internal_count=361931 332372 310854 251671 206642 21518 18993 59183 13039 1167 180036 146878 26606 16686 145482 11872 14927 22246 2307 9215 46144 9050 37094 7524 28887 33158 17310 17226 8800 16938
shrinkage=0.000980392


Tree=3272
num_leaves=31
num_cat=0
split_feature=785 519 727 728 962 652 1049 583 261 841 264 845 566 634 685 925 1097 912 590 761 980 1299 896 1376 667 792 747 1329 566 910
split_gain=29.8788 26.8771 31.2742 28.5437 30.7143 30.4789 27.9825 27.8651 26.1143 25.4566 28.3859 26.4643 29.8156 27.3744 26.5056 25.262 25.745 34.7289 23.5253 23.2046 22.1418 23.6439 22.8904 22.324 21.6336 21.5281 21.5185 28.2933 21.014 30.9185
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.3714217264408297 -0.98896428961744431 1.285893796353293 -0.55326332990463356 1.0000000180025095e-35 1.0273092496903724 -0.92193233685461917 -0.58263267929852491 2.1710320005650359 -1.2605928581760355 -0.28986179240580223 1.0000000180025095e-35 0.56536575231373476 0.48481848852188064 -0.67541201360492764 1.9651948445941332 1.387606887902094 1.0000000180025095e-35 -0.28794826445342053 0.77119633676297117 1.0000000180025095e-35 0.6540212943698811 0.98810451262880827 0.43584835922152426 0.85763149634800806 1.8852246464492253
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 15 5 18 7 -4 -9 11 -11 -7 26 -14 -15 16 17 24 -5 25 22 -22 -10 -24 -2 -20 27 -13 -17 -30
right_child=1 2 6 4 -6 9 -8 8 20 10 -12 12 13 14 -16 28 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=4.7818558671732501e-05 0.00011138455472114795 -4.8635370796922617e-05 -1.4075971963263589e-05 0.00018316491775667782 -0.00011003346208915606 1.3995984904514913e-05 -0.00010174320862301259 9.0886612592721555e-05 0.00054887291779369223 -0.00035067114386596476 -8.5453791095103647e-05 -5.5934791266696578e-05 -0.0005135865663711091 3.2013017797974554e-05 0.00041344797411381348 -1.5206540734130612e-06 0.00014326992116319175 -0.00022932962063644972 2.3589850323871737e-05 0.00027009605878326075 0.00032922839152522239 -0.00064355775284300387 0.00033734508170890816 -0.00023498427981107566 -6.6143317247206661e-05 -0.00015393131954466371 4.3734173088508904e-06 -0.00016557281301599725 -0.00018868409585898852 0.00041395524813024853
leaf_count=29559 9232 9447 2766 4360 45029 44773 2010 3326 1798 3118 23521 66814 338 1905 1284 24368 10304 2883 16653 1451 221 192 1370 388 6263 4142 19647 18636 5711 422
internal_value=0 -0.0243534 0.0472025 -0.0306359 -0.0424025 -0.0322664 0.114148 0.159158 0.227077 -0.0438016 -0.111389 -0.0322174 -0.0527245 0.138398 0.191184 0.0135016 0.061801 0.00722084 0.0374637 0.00818081 0.341444 -0.110255 0.394843 0.22586 0.0496355 -0.0111221 -0.0608239 -0.078662 -0.0317116 -0.148322
internal_count=361931 332372 21518 310854 251671 206642 12071 10061 7295 180036 26639 153397 108624 3527 3189 59183 28682 18378 26606 22246 3969 413 3556 1758 15495 20795 105097 85450 30501 6133
shrinkage=0.000980392


Tree=3273
num_leaves=31
num_cat=0
split_feature=785 728 578 927 513 216 1046 205 1388 82 942 701 509 552 1361 17 771 760 155 1321 278 465 813 169 1140 701 156 752 557 147
split_gain=13.9828 15.6159 15.4554 15.0743 24.1774 18.6563 16.9528 21.7403 17.4824 16.6837 26.3163 24.9018 16.2618 18.223 18.0879 18.4803 17.7491 16.516 16.784 15.514 15.0444 16.3657 15.0125 14.9329 15.1298 14.7096 16.7833 19.6792 15.3752 16.4836
threshold=-0.86283290253235112 -0.49008176997875957 -0.87905496296652397 1.0483613175537825 1.0454229551509682 -1.0968592592769404 -1.4186728844878853 0.81663018385003094 0.064908265345723526 -0.31072072178006921 1.0000000180025095e-35 -0.60145907064033988 -0.37731140836110016 1.3673095565657627 1.0000000180025095e-35 0.77079215052200245 0.52635532852758604 2.181063439396091 2.5040062025601744 -0.81583806893630706 2.0109886421566796 -0.64999751152946472 0.44561103650162237 -0.54962474029772657 1.0000000180025095e-35 -0.87358392510028404 0.24929707256384939 0.16746147319753801 -0.51055430723622885 0.31725972222117976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 20 -6 7 8 23 -7 11 -11 13 16 15 -14 -8 18 -18 -17 -5 -22 -13 24 -4 -16 -27 -28 29 -29
right_child=-2 2 3 4 5 9 12 -9 -10 10 -12 22 14 -15 25 19 17 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0054769509242879495 -0.00048761551050544591 0.009960340383190644 -0.00010376343069003006 0.015121879090958957 -0.09426839450162304 0.022568392236333223 0.038974232300667828 0.045941372063892899 -0.042986601209493276 -0.20184917223881152 0.011206887863105794 -0.09493534548546087 -0.0031537571203222024 0.01804600184234768 -0.016197409202601327 -0.052777240551420836 0.0033696306927923424 -0.049532355403486418 -0.040127032462933317 -0.013947255369613207 -0.11267480465009641 0.00027593292513020546 0.0031845369218794664 -0.020915899775122402 0.079041126922809776 0.0085671119451570851 -0.056183290271104594 -0.01038413537412654 0.0043509167483522151 -0.087929562877162304
leaf_count=3396 332372 3407 123 2327 44 143 144 54 278 20 120 44 4292 1118 408 165 7847 74 106 718 26 45 52 353 29 3320 96 102 659 49
internal_value=0 0.0405931 0.0576868 0.0376957 0.192438 -0.357448 0.0173447 -0.297467 -0.406184 -0.182794 -0.602118 -1.44545 0.0300741 0.0957758 -0.0307988 -0.120212 0.0606285 0.0463281 0.0557363 -0.416418 0.271465 -0.727038 -0.931339 -0.150777 0.427326 0.0650509 0.102174 -0.158768 -0.0540909 -0.673991
internal_count=361931 29559 26163 22756 2821 423 19935 837 783 379 236 116 19098 9289 9809 5175 8171 8027 7953 883 2398 71 96 505 152 4634 4226 906 810 151
shrinkage=0.05


Tree=3274
num_leaves=31
num_cat=0
split_feature=1147 1036 83 1450 1467 1458 1452 1467 1452 1452 21 1450 1468 1462 21 1355 1453 1456 21 1458 1459 1451 1459 1463 1467 1469 1461 1454 1449 1449
split_gain=13.7094 16.8582 19.9342 17.3915 24.8705 37.803 40.5504 58.5814 43.4669 61.398 53.6514 40.3575 38.1255 59.2464 45.6021 59.1005 43.3526 42.3612 40.1191 34.3951 65.225 56.8539 37.9633 59.7383 35.706 33.1436 44.2242 40.2274 70.7545 39.979
threshold=1.0000000180025095e-35 -1.1810658126844693 2.7289892651958154 -0.35262914890079794 0.44520113322763349 1.2067754800055484 -0.22703747551118403 0.40548763321784648 -0.35757239763098808 -0.50237269228684578 -0.70163543588998201 -0.38487783430560296 0.90889364240410331 1.0841960110954239 1.189441983669046 1.0000000180025095e-35 0.65978574648043953 1.6651900077780224 0.62211875780133752 -0.16839995161411095 0.039894081809809197 0.4613173122914726 -0.088205869773288079 0.97777839282527668 -0.017508065553536976 0.28271063087949944 1.4098417307792441 -0.80169152520006459 -0.56797895469754189 0.3746820073494514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 25 9 10 -3 19 14 -14 16 -16 17 -12 -19 -10 21 22 23 24 -21 -8 27 28 -27 -29
right_child=-2 3 -4 -5 -6 -7 7 -9 11 -11 12 -13 13 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0059409838130417289 -0.0018807197850969461 0.011844511570002032 0.035009567365524921 0.0010339807006298351 0.0022782497967837076 0.0074051238222776691 -0.0020912119306434069 -0.051077680124375947 0.0027651876479112764 -0.0089698202059170246 -0.0043391166708021947 -0.025322726132898557 0.01511199739503272 -0.058832228853035497 -0.0037921018286654895 0.021777205574389221 -0.02002946610180564 0.033509099155616943 -0.038779235842216764 0.020394263935617798 -0.0039116597729844443 -0.020793499400199214 0.062389868001327224 -0.049175712672069112 0.059700125666672946 0.024825863752110308 0.013855558278605924 -0.01737746686732386 -0.013447896377517832 0.0040338945978572148
leaf_count=8126 71440 5596 132 155591 26861 5311 24533 456 4895 12279 17171 518 2580 171 2858 1864 2301 627 155 906 1126 257 421 155 359 1155 974 9831 1908 1374
internal_value=0 0.00161638 -0.102418 0.00459054 -0.0158164 -0.0331678 -0.044623 -0.101818 -0.00321762 -0.0328485 0.0177949 0.144473 -0.0220346 0.225974 -0.0515838 0.148058 -0.100722 -0.0619663 0.454772 0.181828 0.355014 0.582208 0.71325 0.528421 0.666804 -0.0929598 -0.183967 -0.221403 0.0278113 -0.28952
internal_count=361931 290491 8258 282233 126642 99781 94470 40231 54239 45602 33323 8637 27727 2751 24976 4722 20254 17953 782 8119 3224 2098 1841 1420 1265 39775 15242 14268 3063 11205
shrinkage=0.05


Tree=3275
num_leaves=31
num_cat=0
split_feature=1442 1456 6 138 1040 1460 1456 118 1470 974 755 880 1052 393 747 355 344 690 821 407 1467 795 633 854 797 784 889 1111 1005 727
split_gain=13.5038 19.1467 19.5886 19.2059 19.661 18.2563 30.395 19.8255 20.8019 20.7712 22.4712 22.9605 20.406 19.612 20.323 22.7827 21.3906 18.7468 18.0374 19.7554 23.4955 22.2589 26.7277 21.5256 65.8662 25.4193 24.0207 23.5705 21.8015 21.2795
threshold=-1.2625182715263061 0.042545365537477266 3.2320297193963041 -0.083161999227095593 0.81781800412125583 1.0012333990267608 0.37396721338577926 1.0000000180025095e-35 2.8478188800061011 -0.92925364604761451 0.58583312291556033 2.3314113618336241 1.0518793245828875 1.0000000180025095e-35 0.34871943973277292 0.154420506560806 1.4941807748473945 0.52375386964373727 -1.0305144854359449 -1.2965003005540392 1.1827435074078039 -0.29258408639884992 1.6254498913797 -0.87473648844905705 0.63961785378869596 0.9594655836162902 2.6474452267957287 0.8790250902223844 -0.73131249138158405 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 7 -7 9 -9 10 -3 13 -13 14 16 -16 -12 -8 -2 20 -20 22 29 24 -23 26 28 -28 -25 -21
right_child=18 2 -4 -5 -6 6 17 8 -10 -11 11 12 -14 -15 15 -17 -18 -19 19 21 -22 23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0017276185193477499 -0.0020571347636477509 -0.033980713868101614 0.045527366106866911 0.0015593976220446698 -0.011276791500329664 0.071546168618050007 0.0097904914511263066 -0.013160557223579228 0.091748663012729686 0.00023194769190024584 -0.01401426146207386 0.030022454400508342 0.23143693630129933 -0.047585101808078401 -0.0017256876678732821 0.1699551506443242 0.081572071655116277 -0.023201877532439786 -0.0046533681021999765 0.00061229728250911683 0.0080778451004912318 -0.0029998073081022748 -0.0033948826869809076 -0.0052650573298553792 0.014275936703731047 0.0025576836916863369 0.017947549256504696 -0.032313177281397647 -0.00090285049794430197 0.0042071049656179109
leaf_count=29608 54452 860 122 29379 4445 62 1061 8300 26 5939 516 34 25 266 32 33 58 356 20084 35343 2318 6282 9901 18856 4124 21113 1161 147 59246 47782
internal_value=0 -0.0346121 -0.114983 -0.0150254 -0.0575213 -0.122997 0.130436 -0.153458 -0.253468 -0.0595566 -0.35673 0.00308224 1.9608 -0.125124 0.151229 1.67218 -0.0564364 0.0383269 0.00233731 0.0101715 -0.0626206 0.0162201 0.0414498 -0.00507668 0.0875972 -0.0154164 -0.0343107 0.262291 -0.0394555 0.0543401
internal_count=361931 81122 17690 63432 34053 17568 1479 16089 8326 7763 1824 964 59 905 639 65 574 1417 280809 226357 22402 203955 93026 110929 10406 100523 79410 1308 78102 83125
shrinkage=0.05


Tree=3276
num_leaves=31
num_cat=0
split_feature=50 56 1449 322 21 1465 647 957 1469 1381 1450 1146 768 143 60 1395 1188 710 1470 1452 1262 1465 1458 1457 967 698 708 828 1449 1449
split_gain=13.6747 22.7806 20.0231 19.6749 19.036 24.2001 18.4026 18.8171 24.5891 17.9745 24.5054 17.2236 17.1095 24.1 17.4871 23.0465 20.8201 19.9866 21.4311 27.061 21.3489 19.9731 44.8358 33.5593 30.063 25.0592 24.1175 20.6132 20.1769 38.2004
threshold=1.0000000180025095e-35 0.58160213896575708 0.74561756370782817 2.8938752694049605 -1.6471741456694959 0.64834865125365748 1.0471264925718051 6.1461395162251238 0.93183573322248126 0.27758340622825617 1.1586251407167096 2.3698728939663352 2.7844902574704915 -1.1362329699949647 1.0000000180025095e-35 1.3728019268178657 -0.91601082619651608 2.1428914966140451 0.86093751738940238 0.31080832553362553 -0.71675027766596944 -0.5036825728146862 -0.25149012508983032 1.5723103033889971 -0.24094673779658102 -1.5995616517112496 -0.97336538557782315 -1.0536780337889886 -0.33812127112891666 -0.32183734465273589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 7 12 -9 -6 -11 -12 14 -14 17 16 -16 21 20 -20 -19 22 23 26 25 -23 -1 -28 -24 -30
right_child=-2 -3 3 -5 9 -7 -8 8 -10 10 11 -13 13 -15 15 -17 -18 18 19 -21 -22 24 28 -25 -26 -27 27 -29 29 -31
leaf_value=-0.040513442354757255 0.00038140479270146958 0.0011777522308027109 0.033624829747951994 -0.033147633655933206 0.0033670609742350735 -0.0168615059165384 -0.0098460017465660521 -0.017137219489042243 0.18975212778700479 -0.011670470352322592 0.0065717833916110928 0.080604709107633829 0.081993708064435677 0.0077985080746663729 -0.024290509581509741 0.011361573060963054 -0.0070370419967410933 0.017446246566969584 0.010903653472826675 0.058508587170855331 -0.003431880157832746 -0.02942667204098471 -0.005676620900740943 0.039026872011646639 -0.0042795193184505566 0.0022344614780972511 -0.030612311831557056 -0.0093097546715865519 0.051809063691393077 0.0023942835048556665
leaf_count=757 197382 38091 533 462 13127 288 7822 31 20 3507 1050 40 81 418 2351 1121 9897 949 1002 185 3482 516 6306 175 26275 26078 1175 11778 213 6819
internal_value=0 -0.021894 -0.0408864 0.0322428 0.0413222 0.420704 -0.0555967 -0.0471935 1.76203 0.0250148 -0.118935 0.200411 -0.0479046 0.448032 -0.0502642 -0.153166 -0.194015 -0.0385856 0.105743 0.40313 0.0251203 -0.0491823 -0.107713 -0.221115 -0.0211527 0.0355211 -0.239224 -0.215984 -0.00742264 0.0834687
internal_count=361931 164549 126458 19007 18545 821 107451 99629 51 17724 4597 1090 99578 499 99079 13369 12248 85710 5618 1187 4431 80092 27223 13885 52869 26594 13710 12953 13338 7032
shrinkage=0.05


Tree=3277
num_leaves=31
num_cat=0
split_feature=1022 1016 1028 1029 1014 1230 617 1367 1044 221 1442 1395 363 1467 1469 901 914 1340 359 911 1392 1356 488 828 691 982 16 82 980 832
split_gain=13.5341 29.1254 22.8589 19.6051 21.3868 21.6312 23.7275 21.8103 20.6745 20.5586 20.5027 23.2211 20.244 22.1575 19.9007 18.7144 22.5911 19.7526 21.2959 18.6561 18.3234 18.2054 20.9842 18.2974 18.3557 18.0419 25.678 22.2629 21.4214 21.6407
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.35861621905537377 -0.65139616851932414 3.5561212684767582 1.6923484487219613 1.0745974542136931 1.0000000180025095e-35 1.1229016119054622 -1.2189262972876422 -0.962738934255707 -0.52165627603591902 -0.2273157939848208 0.44520113322763349 -0.81490090580954255 -0.110926604608779 1.6561572222157361 -0.49212995092447548 0.31137265873444459 0.53589373543328311 2.4301502551232241 2.0056820137573372 0.2506467751169647 2.1805737518277213 0.2559530761510429 -0.055289601656492264 1.9871918890844458 1.4508234477707711 -1.4548332368036025 -0.47894316936574144
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 8 5 6 7 -5 9 -4 20 -12 14 -14 -7 -9 17 -17 -19 -3 -11 23 -23 24 -1 26 -25 28 29 -27
right_child=-2 19 3 4 -6 12 -8 15 -10 10 11 -13 13 -15 -16 16 -18 18 -20 -21 -22 22 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-0.0068415321180910552 0.00041181142668840471 0.0011667261773201018 -0.021522700707843439 0.001743605973994521 -0.046612210117483399 0.0046212583880591209 -0.0083659729819795595 0.019217445914072338 -0.015969379112704934 -0.015800558441566168 0.0065989528144844616 -0.0032546939808223508 -0.0061953601514683383 0.037239911342544361 -0.029229423051102515 0.018823329013681098 -0.064462777194881388 -0.026457835419427912 0.015090202377889446 -0.0027084173644016242 0.045218391444926564 0.025141532481854613 -0.02202529191342515 -0.014477102689619548 -0.017750280996925393 0.028440231555733227 0.075523264578121196 0.19357610404097339 0.017787140267388708 0.3078988863806813
leaf_count=13423 190674 68784 1567 12220 216 297 3760 1814 2567 3582 4704 22328 873 200 948 621 76 414 252 21684 64 497 212 839 8787 22 56 27 403 20
internal_value=0 -0.0209493 -0.0621539 -0.0397658 0.0167583 0.0230561 0.0509366 0.0854254 -0.0801687 -0.0629052 -0.050926 -0.0306584 -0.195198 0.049877 -0.400339 0.243922 0.0414642 0.104438 -0.177658 0.004686 -0.274638 -0.158703 0.228637 -0.182314 -0.207325 0.207589 -0.0747526 0.772568 0.58195 3.24922
internal_count=361931 171257 80789 56503 21691 21475 19157 15397 34812 32245 30678 27032 2318 1073 1245 3177 1363 1287 666 90468 3646 24286 709 23577 22210 1367 895 472 445 42
shrinkage=0.05


Tree=3278
num_leaves=31
num_cat=0
split_feature=785 728 728 784 921 830 710 691 647 590 730 783 934 514 603 660 677 602 784 878 1430 1002 494 209 1245 563 979 415 125 497
split_gain=33.5114 31.21 23.6552 23.0824 24.082 22.4597 21.1383 24.1755 20.9347 47.9971 20.8068 29.8427 27.3685 25.9843 22.15 24.0194 20.5732 39.0168 26.1685 32.7928 20.0509 20.0306 21.2623 21.1964 20.006 19.5084 19.4574 19.9169 19.2926 26.4323
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.49008176997875957 0.9594655836162902 1.0525743831388839 1.8227892136636004 0.76029184741838574 -0.3266635670241857 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.54622893720785959 0.69854289147193727 0.9338414958155935 0.23696906566319156 -1.7128333084108756 2.0405992520496379 -1.1195857208238145 -0.37465233959304217 0.58518330826110332 1.2114116672402739
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 16 10 6 21 -8 9 -3 11 13 14 -5 15 -12 17 24 20 26 -18 22 -6 -23 -2 -14 -20 -28 -13 -30
right_child=1 8 -4 4 5 -7 7 -9 -10 -11 12 28 25 -15 -16 -17 18 -19 19 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00013157557775121104 -0.00063293174067331076 -6.6364997432409009e-05 6.8688241807394695e-05 3.5190787135479186e-05 0.000262227045354841 0.00045967476957224385 -0.00045026310382379977 0.00015208846619773231 -7.6779764456585658e-05 0.00038365672422017592 0.00016011017977525174 -0.0001182658831288907 -7.6543047846957193e-05 0.00040128817461315436 6.4759657942168332e-07 0.00053001877226078477 -7.0802471567356146e-07 -1.6056839919506311e-05 -0.00022105231715451395 -9.9832654665200172e-05 8.8906229010038911e-05 -0.00046241561425802767 -0.0001277555947154456 0.00017490941157019741 -0.00011577675100691872 0.00083700002068447926 0.00011935869897083609 -2.5998603784848878e-05 -4.3979468150771913e-05 0.00035439154488939458
leaf_count=3396 1097 4821 26163 6880 3890 894 642 573 93730 1384 2134 13755 3635 1041 1982 1097 47309 45859 1814 23753 13816 445 716 435 39665 97 7308 9670 3070 860
internal_value=0 -0.0282122 0.049165 -0.0150468 0.0308253 0.138274 0.0980005 -0.163429 -0.0677351 0.0642844 0.00541192 -0.0271502 0.0950023 0.0849157 0.194198 0.295542 -0.0262305 -0.0559753 -0.00711015 -0.0484695 0.0216241 0.151771 0.207284 -0.137537 -0.125589 -0.0501141 0.0196133 0.0396301 -0.0780569 0.0479212
internal_count=361931 332372 29559 232437 42146 7595 6701 1215 99935 6205 34551 25606 8945 7921 5213 3231 190291 86621 103670 42545 61125 5486 4606 880 40762 3732 18792 16978 17685 3930
shrinkage=0.000980392


Tree=3279
num_leaves=31
num_cat=0
split_feature=484 945 979 1055 597 496 1255 8 699 554 1253 152 581 476 635 209 769 188 901 765 402 638 776 979 431 303 1381 839 1115 322
split_gain=13.0981 20.9549 18.1937 18.1921 20.0603 21.4649 19.9953 18.6014 20.1651 20.2183 18.3764 19.0358 18.2815 17.8716 17.6197 17.5516 17.7376 25.3041 21.1249 20.6864 20.1818 18.2431 33.6853 21.8104 20.9876 20.7651 18.199 18.1552 19.7624 18.9888
threshold=0.86097350900685499 1.9181452473571214 1.9356016332468857 -0.46672992268417618 0.4590488840311347 -0.17291634767084266 2.419752784172442 2.2607432031079546 0.20429801310857026 -0.73725689507839576 -0.32868132398654493 -0.33724381005183385 0.82499989687732411 -1.0099296266851885 0.43801046171946284 0.29073845635806289 0.86860909417902288 2.4318152949058121 -0.89617831779599944 -0.71944356296347489 -0.92710518500779682 -0.49120391811073238 1.7377992428012135 1.0000000180025095e-35 2.913991098781723 1.0000000180025095e-35 1.3118548619287247 -1.4462646736565605 -1.6993907861533553 1.4725277493311824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 15 12 7 13 -9 -10 11 -8 -6 -2 -11 16 19 18 -18 -5 26 22 -21 -23 27 -24 -20 28 -25 -30
right_child=1 -3 -4 4 5 -7 10 8 9 14 -12 -13 -14 -15 -16 -17 17 -19 20 21 -22 23 25 24 -26 -27 -28 -29 29 -31
leaf_value=8.4575882410525057e-05 -0.0041756807561645582 -0.012278069623069607 -0.014253864026887981 0.0044888941138852912 -0.010977964630992102 -0.0026918706576624877 0.076790712094551933 0.0051146987281360211 0.13040490961468204 0.059437186648239972 -0.053121806108271365 -0.024867514549189586 -0.033671664288709796 0.0042043685249216851 -0.02924679827677425 0.0033034227083111791 -0.024468784888425077 0.070583760902491632 0.035169956271411312 -0.017909116967243822 0.0012223226618874993 0.0022973331980635139 0.098071363896969521 0.12311489990045379 0.077787223404615691 -0.037976600845843922 -0.026629873882632629 -0.014268741465210802 -0.0082113821709757975 0.11769061524784204
leaf_count=300911 6744 3320 1649 3026 2920 4551 36 242 36 96 195 95 782 11977 37 9351 514 61 657 3242 3399 4007 51 24 44 23 128 3620 168 25
internal_value=0 -0.0381618 -0.0277344 -0.0200712 -0.0542787 -0.15761 0.0392908 0.0492667 0.508075 1.08587 -0.572685 0.141558 -0.3041 0.0366862 0.711548 -0.020122 -0.0677939 0.0791939 0.0491583 -0.111669 0.112599 -0.16015 -0.31593 -0.091556 -0.225372 1.21155 0.526482 -0.244987 0.511556 0.175128
internal_count=361931 61020 57700 56051 36593 8253 19458 19132 411 169 326 131 3702 18721 133 28340 18989 4759 4698 14230 4184 11204 3316 7888 3881 74 785 3837 217 193
shrinkage=0.05


Tree=3280
num_leaves=31
num_cat=0
split_feature=785 519 701 377 728 869 921 783 126 1022 140 1452 1470 1465 583 759 395 841 689 1116 450 1465 339 1465 150 1373 1313 6 585 1443
split_gain=31.4214 22.6517 30.0335 28.0729 28.0321 32.1013 29.3759 49.9469 27.4455 25.4119 25.5948 24.6359 45.2814 25.6329 24.3179 23.9045 23.8981 24.6091 24.6937 23.5476 22.9724 22.6095 22.2306 27.7845 23.5299 24.2579 24.4462 22.8897 21.9515 21.2716
threshold=-0.86283290253235112 2.1420547332082829 -1.077677565945242 1.4210717172751071 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 0.4926003403048807 0.82151526813113451 0.28325886342528439 -0.99544907250003589 0.46683225090780039 1.0000000180025095e-35 1.2259052867616704 -1.1110989058077336 -1.2265353045382643 0.69231615738246322 -0.53571689646516252 -0.63586223425159905 1.4270952891077759 -1.1769467878382101 0.55446281419859778 -0.84422345066265148 -0.84233504217864252 1.0000000180025095e-35 1.593744732512876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 14 11 6 8 -8 9 16 -11 22 15 -14 -4 21 -6 18 -18 -19 -16 -13 23 24 -2 27 -27 -26 -5 -9
right_child=1 2 3 28 5 -7 7 29 -10 10 -12 12 13 -15 20 -17 17 19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=4.8118959493222941e-05 0.00037081253230817994 -0.00018744688612608326 -0.00019430589781585972 1.8873465084836363e-05 -0.00012885608918666039 -8.3603351598363372e-05 -9.6871040924418014e-06 0.00028611604817869118 -4.0927396102056013e-06 0.00068729600301501348 7.6251519020870848e-06 -0.00014672729271724739 0.0005727510825462573 -0.00070048209374245184 1.9805125257496206e-05 0.00022731951736130063 0.00010357104035723238 -0.00096385597531549721 -4.9711373541173286e-05 -0.0001717237644091732 0.00021336410056378425 7.835041333227526e-05 -5.4341719677943101e-05 -0.00027951050489576085 0.00019482362350169987 -0.00025614184561491049 0.00017124632940264628 -9.6793001652706759e-05 0.00043532313331143464 -9.1220448088577118e-05
leaf_count=29559 1219 2525 1759 880 33669 85264 18652 4219 62084 372 658 3533 1069 98 11681 2657 5691 279 36009 3934 3246 5682 27720 1163 1764 712 6589 6977 1427 840
internal_value=0 -0.0259492 0.0397475 0.0666998 -0.0317109 -0.0433664 -0.0257317 0.0464687 -0.0390403 -0.0695351 0.260015 0.0120038 0.0953408 0.500084 0.0369125 0.0541416 -0.075135 -0.0437837 -0.0272939 -0.215386 0.0641203 -0.000431901 -0.013522 0.0463134 0.0692717 0.046971 0.135441 -0.0391126 0.284817 0.232754
internal_count=361931 332372 21518 18993 310854 251671 166407 23711 142696 80612 1030 59183 13039 1167 16686 11872 79582 45913 41700 4213 14927 9215 46144 18424 17261 16042 7301 8741 2307 5059
shrinkage=0.000980392


Tree=3281
num_leaves=31
num_cat=0
split_feature=785 710 207 585 403 927 203 26 141 976 832 149 843 1191 410 1457 75 503 1184 293 1170 434 1259 639 215 1462 917 970 273 1394
split_gain=13.1011 14.5155 16.0893 16.062 17.3206 19.9579 17.3341 16.397 19.4862 17.0351 18.2462 17.4584 17.2281 16.3043 15.7344 16.5728 15.9559 16.134 15.5973 17.8323 18.1388 16.8932 19.9915 15.4838 15.307 15.1667 21.5957 17.4778 17.196 17.8331
threshold=-0.86283290253235112 0.37152704119635049 2.0913338533594108 1.0000000180025095e-35 -0.55176351922429323 1.0483613175537825 1.6436232400911501 0.59821210619061327 0.25644875896515579 0.26802526416569789 -0.70154459552276516 -0.18545202995534943 -0.227189469528251 -0.67470315959507787 1.0610850495647297 -0.23988720895937099 2.4895010733653504 1.6866878343567147 0.50050619178033251 -0.050554874301824509 -1.0649788394625159 -0.44065322934166223 -1.0696420459549538 0.010567386264870462 -1.111040364900963 -0.13491350438746902 2.0479867092435478 -0.06531850824906725 0.96327550049857169 1.5063026837546107
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 25 6 18 14 9 10 -9 -11 13 -12 15 16 17 -1 -6 -20 -21 22 -22 -7 -23 27 -27 28 -5 -30
right_child=-2 2 -4 4 5 23 -8 8 -10 11 12 -13 -14 -15 -16 -17 -18 -19 19 20 21 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0056844633667238265 -0.00044294000682087217 -0.0027484124240983779 -0.042441825526190663 0.014148493604967975 -0.0056737831036009802 0.019858296889329673 -0.021119117027965928 0.007021564803657121 0.010723693514886497 -0.015415365262221207 -0.098521907420131657 0.026127400878650786 -0.041541955357613645 0.0017058604143069388 -0.0014239132859219211 0.015604539370622346 0.052364289584867545 -0.033478787442703162 0.015286144328351438 -0.039456184507660329 -0.11479149937658972 -0.080650231754411134 -0.01000246180661786 -0.011170854317841192 0.01781938028015757 0.01818923064540676 -0.056054941563528929 -0.010524649123561262 -0.0071461171883676474 -0.11234446228288419
leaf_count=4007 332372 4564 164 1353 5181 801 701 228 810 249 25 235 437 240 1713 3528 73 128 1024 160 24 22 342 262 458 1436 68 962 339 25
internal_value=0 0.0399301 -0.0786441 0.0600977 0.00756383 -0.0445142 -0.0807409 0.119035 -0.0478821 -0.204466 -0.376894 0.128125 -0.557187 -0.123213 0.159215 0.201758 0.108252 0.0887095 -0.0509614 0.108241 -0.0961127 0.0244165 -0.331265 0.242608 0.281168 0.128821 0.31212 0.0284139 0.165818 -0.268434
internal_count=361931 29559 4728 24831 13158 8975 7912 11673 2224 1414 930 484 702 265 9449 7736 4208 4135 7211 2030 1006 846 366 1063 480 4183 1504 2679 1717 364
shrinkage=0.05


Tree=3282
num_leaves=31
num_cat=0
split_feature=470 533 140 785 60 557 1242 1322 13 944 1036 602 836 217 594 1246 281 906 421 1469 43 1454 143 1469 1464 210 1450 1040 702 355
split_gain=13.1125 24.2654 21.3522 19.7627 18.2133 17.9402 18.1361 22.6083 19.3481 17.3936 20.48 22.3483 20.115 20.2369 18.7607 21.0213 17.791 17.7238 17.3821 23.4351 17.2859 21.2654 29.2746 18.6233 20.6653 20.6145 16.9773 17.4128 26.8942 20.9607
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.44726540120754771 -0.86283290253235112 3.4231397208058323 -1.2577638030838647 1.6720077292213045 -1.466804341704377 1.6050662331294798 1.4781763871474156 -0.46972197145684536 5.6112180569669183 -0.034390866613018385 -1.3154871229757152 1.4146009324522777 3.3033537106751618 -0.13311015589971412 -0.78456238373539222 2.2980089318068333 2.1159972835572542 1.0000000180025095e-35 -0.80169152520006459 3.0703274795902598 0.42433792593615 0.28596086599967491 -0.408902764318123 4.3567393113625563 -0.63691084044128543 0.6194277048860436 -1.8116391019693259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 20 6 8 -8 -1 10 11 18 13 16 15 -14 -11 -16 26 -20 21 22 23 -4 -25 -26 27 -5 29 -29
right_child=-2 3 4 9 -6 -7 7 -9 -10 12 -12 -13 14 -15 17 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.033572162529092668 0.00038981310260472195 0.005668486170765691 -0.018770575275350025 -0.0026405758334169522 -0.032847850412822309 -0.005698368168198388 0.17825864973238303 0.0014210678936298219 0.029635483390385964 0.068768680556416745 -0.0024563708730765254 -0.060216470543244617 0.0088539984756068908 -0.0028853525847846845 -0.021060492727645971 0.079798014068652612 -0.018818782470709589 0.067479264752673573 -0.018263892173142712 0.098114113560062513 -0.0072794181911159305 0.00070444424541248908 0.097596521591956545 -0.0069390149029601861 -0.03911711808589903 0.042512637835674799 0.027195399606390558 0.068978046702735898 -0.0027568847617586278 0.0058917384189716192
leaf_count=2041 191352 6794 2603 9197 606 26067 30 110 120 87 47524 76 2101 2673 31 39 52 111 932 24 9957 36248 44 2530 106 253 264 60 5701 14198
internal_value=0 -0.0210442 -0.0598356 0.00227897 -0.0308508 -0.132986 -0.463051 0.799706 -0.555293 -0.00834194 -0.0174645 0.0279386 0.116373 -0.0143278 0.264062 0.210419 0.829542 0.978909 0.0310372 -0.298677 -0.0268177 -0.00650936 -0.175198 -0.195863 -0.0386079 0.548096 0.0400669 0.0341374 0.0697931 0.123838
internal_count=361931 170579 80715 89864 52347 28368 2301 140 2161 83070 77976 30452 5094 2812 2282 2140 139 142 30376 956 51741 41784 5536 5492 2889 359 29420 29156 19959 14258
shrinkage=0.05


Tree=3283
num_leaves=31
num_cat=0
split_feature=1272 1323 212 1047 557 767 1386 1252 1393 1393 667 1351 702 1030 150 1179 1453 840 1381 1084 760 1137 267 98 1250 463 142 1395 1231 439
split_gain=13.0359 23.4852 19.8321 22.0676 19.689 19.6154 21.0494 18.6666 17.9049 17.5062 17.7408 17.2443 18.0117 17.1533 34.9872 26.462 24.2643 19.2199 22.193 23.251 20.5147 19.3597 18.4895 18.4578 17.435 20.7292 21.128 18.3809 18.1806 17.8076
threshold=1.0425293070791588 1.745142174374551 2.7520157275345398 -0.1682667338762551 -0.89608261094484942 -0.068414893446711256 -0.65525744048958956 1.4789786762371222 1.478734587519561 3.2693079155969014 1.473346372007182 1.0000000180025095e-35 -0.3267621177503926 2.7042904249467168 -0.88455618710882489 1.2610058361487611 2.9525114363735043 -1.0592248190918452 -0.50769677309987704 1.0000000180025095e-35 1.6366466279343623 -1.0000000180025095e-35 3.5783526428018804 2.1753995300214073 -1.0561018476498367 2.519087262141118 0.46026615979719282 1.874833350574119 1.3934710048789702 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 8 -7 -8 -5 13 -11 12 -3 22 15 24 17 18 23 20 -20 -22 -6 -16 25 26 28 -26 -15 -29
right_child=1 11 -4 5 9 6 7 -9 -10 10 -12 -13 -14 14 16 -17 -18 -19 19 -21 21 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=-0.0028398032405013143 -0.00061380647103139699 0.0062211971605433672 0.018148190136752031 0.010433787763928958 0.0002232273203370556 -0.0069728083616873472 0.0034789325653032202 0.034959922620528612 -0.010242262850527095 -0.025668323547882517 0.046958731806638017 -0.044376878877544178 -0.013452020020038908 -0.015490373816264738 -0.019757567471390004 0.035275060957847472 0.03071043553186394 -0.012746316298433192 0.021312262438208093 -0.0036114742572612804 0.012598963527210787 0.14618339216122503 -0.011573162779231075 0.059279632956023599 -0.0048019142378304923 0.11697901698580382 0.039266217296678591 0.1044426316817227 0.079909152158635685 -0.047660317373111653
leaf_count=50549 21870 919 968 6957 249215 2553 7627 209 552 645 58 176 1496 369 980 488 183 8699 536 841 38 40 2688 53 2759 36 324 43 38 22
internal_value=0 0.0321331 0.045423 0.037775 -0.00945611 0.0930665 0.0327146 0.0876859 0.178852 -0.00207438 -0.395546 -0.170976 -0.125938 -0.00116159 -0.0908753 0.123095 -0.170961 -0.191761 0.0184734 0.22626 0.610751 1.86652 0.00277019 -0.300938 0.0413859 0.394171 0.296258 -0.05996 -0.120693 1.28492
internal_count=361931 43327 40736 39768 318604 17898 10389 7836 7509 268055 703 2591 2415 267352 15449 4079 11370 11187 2488 1455 614 78 251903 1033 3591 767 731 2824 407 65
shrinkage=0.05


Tree=3284
num_leaves=31
num_cat=0
split_feature=1459 1449 1449 1449 1470 1467 1465 1459 1450 1451 1455 1453 1457 1451 1458 1464 1465 1456 1464 1451 1457 1158 1459 1467 1464 1451 1451 1467 1461 1449
split_gain=12.909 37.7822 55.9683 54.9372 36.0946 34.5444 40.2991 38.1284 32.6922 40.4829 33.8438 43.7246 36.2073 33.5392 51.6598 61.8401 48.6914 39.8122 29.6331 28.7435 32.8766 28.3785 27.7209 48.1755 32.1642 78.2313 41.8803 42.2425 45.0288 42.9863
threshold=0.40413748344094969 -0.32183734465273589 -0.41360575089286639 -0.28903415273037497 0.360274951809401 0.052368138980887803 -0.19343653664292135 1.0600172940573851 -0.28900078866492313 -0.014448310177426709 0.75934798726561159 1.0524367085687503 1.0203820222838902 -0.2263619558997208 0.22895049099019518 -0.30759560755985199 0.76330241366421681 0.82504800527607469 -0.13737360038314356 -0.15707538432179122 2.1222942755723575 1.0000000180025095e-35 0.027245158437713041 4.808695702623436 0.16676341185298507 -0.37567724106200656 -0.38712238392461751 1.9986304589459656 3.2413757995883876 -0.42419611893005865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 8 -3 -5 6 -4 -7 13 19 11 -11 -13 -2 15 16 17 -15 -17 20 -10 -20 24 -24 -1 26 27 28 29 -26
right_child=1 3 5 4 -6 7 -8 -9 9 10 -12 12 -14 14 -16 18 -18 -19 21 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0009506399122508419 -0.0089311594354430646 -0.024169167061516738 -0.0096565020895142302 0.00077918163839165214 -0.0097102136700784845 0.019212703131002595 0.029973321320866587 0.057236815206284743 0.011700304363349068 -0.0014924223914689471 -0.013827999263812289 0.026909932005292223 -0.014787696499055137 0.0070817873642177566 -0.0098369429231240074 -0.018097270171784457 0.056890439976360056 0.066596194856409871 -0.0092205463384178454 0.034257047368751244 -0.024685740702623769 0.018218129298325 -0.003445155969142983 0.05089667733513055 0.0097693381920939629 -0.0013311578190413843 0.041282968169595251 0.024723167402212382 0.037057181720839515 0.00016763837019921835
leaf_count=168222 5624 1509 981 41900 5049 1273 472 347 5902 4837 1742 1234 305 1127 2724 832 405 119 886 672 316 1140 48297 144 10591 38129 482 1388 437 14845
internal_value=0 0.0216906 0.0834266 -0.0182912 -0.00557667 0.364756 0.0988501 0.57006 0.0503611 0.119544 0.0104467 0.0842821 0.385879 -0.0374107 0.062673 0.206065 0.542216 0.301428 0.000380804 0.242794 0.196829 0.147773 -0.0115203 -0.0636421 -0.000824204 0.0420381 0.134734 0.123145 0.10103 0.0865401
internal_count=361931 79396 30938 48458 46949 3073 1453 1620 27865 15008 8118 6376 1539 12857 7233 4509 1651 1246 2858 6890 6218 2026 282535 48441 234094 65872 27743 27261 25873 25436
shrinkage=0.05


Tree=3285
num_leaves=31
num_cat=0
split_feature=728 1394 142 420 422 72 479 1322 784 990 792 496 809 745 1247 1464 296 895 572 639 218 82 421 21 1083 397 501 635 1049 414
split_gain=12.9136 15.2044 17.2495 26.909 22.2787 23.7251 21.1335 17.5705 17.1616 21.0015 18.1368 25.5469 30.1193 22.5802 21.4259 22.5623 22.4496 21.6579 19.8822 22.7071 24.7873 23.6903 19.842 19.5139 21.8853 19.7999 19.3527 19.244 22.7307 21.6575
threshold=1.0000000180025095e-35 -0.89507556284558343 2.5600680055409772 -0.12775005367915002 0.49149763203460922 0.78540339827038486 1.0000000180025095e-35 2.0895918285651507 0.9594655836162902 1.09266583130301 1.0000000180025095e-35 -1.1069658184349314 0.66649192610754393 1.0000000180025095e-35 -0.50023208858849388 0.2291445000830519 -0.64790532000772461 1.8068420870832453 2.484705740533462 0.19073893183266846 -0.0085744516606952627 -0.70762561061557505 0.16688075410909164 -0.32341995197817647 1.911083489114747 4.0738969181959233 -0.56147355976955604 2.1254863342458172 1.1527674615282049 0.42569998770504452
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -5 10 -10 11 12 -3 -12 17 -16 -17 -13 23 20 -20 26 -23 -15 25 -25 -22 28 -14 -29
right_child=-2 8 3 7 6 -7 -8 -9 9 -11 13 14 27 18 15 16 -18 -19 19 -21 21 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0014342611998885855 -0.0013749406290120515 -0.0079387108681525115 -0.024079243490785239 -0.039994572960489215 0.0084169015033181017 0.037879373570999672 0.093675163564637898 0.05553184006998485 0.0016082207396136091 0.0087967136111438918 0.00048692182788947764 -0.0020347508770650522 -0.0013825167939345768 -1.9540744105417222e-05 0.0016703996730824643 0.014132495505141569 0.0042957244467300556 0.011433114533519147 -0.00024970110378975946 -0.020543805289504943 0.023289854035709261 0.046097777087299542 -0.023960221950069166 -0.0049986689170138056 -0.02063392598121384 0.068784520665282664 0.12756312946985895 0.021811650888575739 0.027859397724922644 0.13155458397189887
leaf_count=42016 109090 9735 669 726 120 121 47 26 29573 5500 48566 21451 1620 12699 39641 3641 11865 1509 339 241 39 169 92 20457 1352 49 58 81 411 28
internal_value=0 0.0047625 -0.0377372 -0.303551 -0.0172892 -0.252296 0.672952 -0.701711 0.0121663 0.0557207 0.00259122 0.0254806 -0.0873092 -0.0208971 0.0387377 0.0623183 0.133619 -0.0206951 -0.0651661 0.280464 0.482633 0.887016 0.517054 -0.0736138 -0.113707 -0.0966641 1.81887 0.147229 0.0965197 1.0515
internal_count=361931 252841 43725 1709 957 790 167 752 209116 35073 174043 89982 11875 84061 78107 55147 15506 22960 35495 938 697 358 261 34557 21858 20506 97 2140 2031 109
shrinkage=0.05


Tree=3286
num_leaves=31
num_cat=0
split_feature=785 519 728 869 938 803 727 382 789 507 1052 791 712 1149 896 923 666 609 353 657 564 744 590 579 760 470 490 782 114 923
split_gain=25.8878 22.109 32.966 31.7264 30.0357 30.5681 28.5475 29.2273 26.248 25.7989 24.4904 26.8765 33.9173 25.4298 26.6297 24.8102 24.2623 40.0631 24.0388 23.6872 23.4641 34.7254 23.1236 24.5739 25.6184 22.7347 22.3227 21.9647 21.7958 21.7524
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.65809631222906606 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 3.070608018023568 0.13351389361957308 -0.86449023226567734 0.45873907618427312 1.6285028476148826 1.7080988603044525 2.2603408215975165 -0.84605277249859834 0.44435819641028773 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 1.0000000180025095e-35 1.5123577048319501 1.0000000180025095e-35 3.7888525678453377 -0.86449023226567734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 10 -3 8 -8 28 11 13 25 14 29 -16 -7 -18 -17 22 -14 27 23 -11 -25 -13 -23 -22 -2 -4
right_child=1 6 3 -5 -6 16 7 -9 -10 19 -12 12 20 -15 15 18 17 -19 -20 -21 21 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.435422871039609e-05 -2.1456119040959339e-06 -4.947155588167488e-05 0.00013120796141041815 -8.1380587136634325e-05 -7.2037354417032467e-05 2.6412249382781055e-05 0.00026053583588615684 -5.7568874911331215e-07 -7.2514446663658091e-05 0.00010140239220177151 -0.00018087101726169924 -0.00018349000295221461 -7.7802034556061447e-05 0.00022449685825298149 -0.00031371894529382189 -5.19292506715614e-05 0.0003630660084729528 -0.00053376092270532218 -0.00031853588952963772 -0.00031775962662744728 0.00033746063100430874 1.0034033026311267e-05 -0.00012789556876817087 6.629412531420072e-05 0.00050368487934685196 3.3739549059869107e-05 -0.00071913871478177242 0.00013337054021082852 -0.00094898436130266611 -2.2091938932009591e-05
leaf_count=29559 48543 9447 5002 85264 53095 3905 5244 5700 1127 6192 5155 5942 3552 1542 2419 22249 2432 230 1681 575 3215 4517 1305 886 1573 5797 225 7789 109 37660
internal_value=0 -0.0229673 -0.0286673 -0.0413126 -0.0237689 -0.00397601 0.0419482 0.106 0.202262 0.018795 -0.0139086 -0.00686956 0.0493165 -0.0312897 -0.0384455 -0.0952409 0.136978 0.290388 -0.0735621 0.114113 0.10093 0.133084 0.137826 0.177686 0.353465 -0.0614168 -0.0199794 0.199129 -0.00462764 -0.00316161
internal_count=361931 332372 310854 251671 166407 113312 21518 12071 6371 59183 106745 101590 31037 70553 69011 26349 6567 2662 23930 10531 19298 15746 9956 8651 2459 11739 4742 11004 48652 42662
shrinkage=0.000980392


Tree=3287
num_leaves=31
num_cat=0
split_feature=888 1028 407 795 660 1308 363 1189 202 1457 1324 565 1022 556 966 925 970 89 73 1388 56 284 1325 277 409 1247 834 774 1172 1389
split_gain=21.0072 20.5089 26.8688 23.3416 23.3729 23.1893 29.0577 24.537 22.7592 22.5007 22.0845 21.706 21.5761 20.9922 20.9382 20.7952 21.3075 21.6435 20.3468 19.953 21.1633 21.8062 19.8643 23.0937 21.7354 19.8142 19.7644 24.083 28.3599 21.32
threshold=1.0000000180025095e-35 -0.96688480048775205 -1.2965003005540392 -0.29258408639884992 -0.72421686037558375 -1.0499001947836037 -0.56593172769933353 -1.0256275597782036 1.8438707357942881 -0.17133938114537597 2.0264790180449324 -1.8945369960815635 0.67527595557081987 1.2910224300435518 0.57090555629560535 1.402553532478082 -0.97009344169680756 0.37560977029846238 0.25305081539760266 2.4842822936867486 1.5243871133269826 2.4180302987892683 -1.2843510753667267 1.3181246273988552 2.2294551496329555 0.90469793003327459 1.8244089606515439 0.38096337518657003 -0.3151846012647565 0.079914209862846405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 19 4 10 6 7 13 -8 -6 -4 -5 -11 22 26 18 17 -17 -7 20 21 -3 23 24 -1 -21 -13 28 29 -28
right_child=-2 2 3 11 9 15 8 -9 -10 12 -12 14 -14 -15 -16 16 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001378619745562209 -6.6941022838556006e-05 -0.00010861797024145679 7.7959336337543188e-05 -0.00044500245755853496 -2.0779523219833513e-05 2.2512767684098203e-05 -0.00021810833270116889 -7.011266721684717e-05 9.2508681754679799e-05 3.207066912999359e-05 0.0004188334030478333 1.5647107806512274e-05 0.00018903888687783321 -0.00056494302802794394 -6.0819923682382861e-05 -6.3308033736201574e-05 -0.00029653504645594137 0.0011498065201299517 -7.5126525165319244e-05 0.00020646256905136501 0.00014371508764510438 0.00031923953447997051 0.00021550982234820078 -0.0012310272536938023 -0.0011328774687816708 0.0015655700178941986 9.0030638986456768e-05 -0.00031894896272172916 -0.00021321795049301139 0.00085332406126362886
leaf_count=249 46198 27356 23544 747 40057 36840 15264 6647 1973 24164 848 73872 4581 263 28089 277 2953 107 19654 451 1808 570 1406 42 37 48 516 2069 1045 256
internal_value=0 -0.00875372 0.00134331 0.00965142 0.0353261 -0.0431293 -0.114212 0.00637204 -0.18468 0.0136167 0.0920692 -0.0125894 0.0607159 0.25614 -0.0103438 -0.0188115 -0.219218 0.300724 -0.0084305 -0.0694657 -0.0788938 -0.0988814 0.340254 0.945963 1.17822 0.371793 0.00824326 -0.151546 0.0361271 0.351109
internal_count=361931 315733 230021 199788 93194 85712 25881 8644 17237 68802 24392 106594 28745 1997 105847 59831 3337 384 56494 30233 29734 27926 1734 328 286 499 77758 3886 1817 772
shrinkage=0.000980392


Tree=3288
num_leaves=31
num_cat=0
split_feature=1430 1298 1469 395 1459 1465 1464 421 1117 1453 1466 84 1459 1452 886 784 2 807 64 1458 539 1469 1449 1462 280 445 1451 655 1118 1313
split_gain=12.9234 22.3057 22.8457 19.8922 20.5578 28.1208 22.7491 21.0941 19.6994 19.8254 26.5996 26.3881 24.0257 28.5499 26.0357 23.5105 24.2789 23.2536 22.159 21.6327 24.146 22.8248 24.2627 28.6123 21.4215 21.3269 22.473 21.1083 19.8119 19.6402
threshold=0.54622893720785959 1.0000000180025095e-35 -1.0470123060412753 1.0000000180025095e-35 0.31506939676116369 1.661392035409482 2.4336747866764079 1.2324448429579624 2.1840411250722549 0.85537653896615018 1.4251016753579637 2.0780447014429728 1.814812024170287 -0.41856544355034714 3.2916581395117404 0.9594655836162902 0.71074177655480952 1.0000000180025095e-35 1.0148196801701652 2.6054386111478895 1.0000000180025095e-35 1.4550699066262183 0.84872594346425301 0.75580104903291256 1.0556422711524576 -0.54128920011621195 1.7901640241170054 1.0000000180025095e-35 -0.82367217823974703 1.0890213254496097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 7 -7 -6 9 10 12 17 18 15 -15 16 24 -11 19 20 21 22 -4 27 -14 -22 -27 -24 -20 -19
right_child=-2 -3 3 4 5 6 -8 -9 -10 11 -12 -13 13 14 -16 -17 -18 29 28 -21 25 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016026673389644712 0.00098514838499629887 0.00026202993224258531 -0.01281160545587769 -0.002536606204826848 0.0071158602233091688 -0.023074410887859609 0.025373818362706815 -0.010152920770069934 -0.02161001426714294 -0.004696526562702562 -0.019964090909925451 0.040225593505542862 -0.0078681926650257875 -0.0096191617192562529 0.095210641116376629 0.076450525261781879 0.078023641476625341 0.006741334270754587 0.0026997225138824859 0.022052778302804169 -0.0083600838691078091 0.0038285208958280339 0.030514548110654446 -0.03010255058135073 0.096625600673626605 0.0028140142706814253 -0.033990464576907735 -0.002201896256603332 -0.022856363965359061 0.042932210738826748
leaf_count=19496 85047 152207 17935 39478 8596 899 156 1280 1504 4625 2607 263 315 885 25 110 64 1587 1243 425 4156 3171 865 482 39 9373 253 963 3608 274
internal_value=0 -0.0122538 -0.0389211 -0.0559157 -0.0239202 0.0657133 -0.3085 0.103866 -0.0966003 -0.0878747 -0.110501 0.0457592 -0.0940744 0.238032 -0.0825748 0.663617 0.361427 0.00912797 -0.10771 -0.0882495 -0.0969675 -0.171593 -0.212748 0.078328 0.0575494 -0.0268118 0.0370914 0.247117 -0.331142 0.258258
internal_count=361931 276884 124677 105181 50409 10931 1055 9876 54772 53268 46519 6749 43912 1438 910 528 418 6486 42474 37623 37198 23416 20245 2310 354 13782 9626 1828 4851 1861
shrinkage=0.05


Tree=3289
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 701 377 126 925 1097 912 1022 140 583 907 450 1443 585 566 566 910 974 1450 1452 1469 1465 1454 1452 1468
split_gain=33.5725 20.8204 30.4548 30.7968 31.0858 52.2646 29.3065 28.4271 26.7661 26.3331 25.7301 34.6071 25.4796 25.5606 24.1945 23.1007 22.8031 21.5657 21.5393 21.5282 21.2875 30.5307 23.4078 21.1082 26.5379 25.8108 25.5284 22.9646 22.0356 23.0695
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 -1.077677565945242 1.4210717172751071 1.0000000180025095e-35 1.0000000180025095e-35 0.56536575231373476 0.48481848852188064 2.6552641023399333 -0.38614692990375338 -0.99544907250003589 -0.69784808892615657 0.69231615738246322 1.593744732512876 1.0000000180025095e-35 2.1710320005650359 0.85763149634800806 1.8852246464492253 1.5518542737599568 -0.67806027517800449 -0.58911782507014421 2.4543291550814752 -0.46623883335573857 -0.74726004084035758 -0.55537993649074191 0.66741765750458459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 8 -6 -3 14 12 10 11 -2 15 -14 -8 -4 -16 -7 -9 -5 22 -22 -11 25 26 27 -25 -10 29 -26
right_child=1 6 3 19 5 17 7 18 23 20 -12 -13 13 -15 16 -17 -18 -19 -20 -21 21 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=5.5412322003970984e-05 5.4963274040858286e-05 -0.00018286074973670828 3.4006331886211337e-06 -8.7090030115332138e-05 -4.8561177129739226e-06 0.00029709855330291079 -0.00019229744039905475 2.4399179982684668e-05 -0.00031593107674515535 -1.8808348686151747e-05 0.00014973929826246545 -0.00022302684506232429 0.00069213319520791488 1.2281528462813137e-05 2.1443070210196057e-05 -9.2198714881695819e-05 0.00021440987006258883 -8.3533194262096211e-05 0.00043722162904987784 0.00010807870836995436 -0.00018494035579225411 0.00041390244628411525 0.00022008966127107577 0.00021384316344656335 -0.00044814043420733635 0.00045229622374595555 2.0462575999776885e-05 -5.6614455814146942e-05 -2.0377998734961564e-06 0.00060812115524063555
leaf_count=29559 15495 2525 17815 82453 18652 4219 1759 880 2271 22358 10304 2883 372 658 11681 61767 3246 840 1427 2811 5711 422 2010 5428 1124 392 7798 11272 33689 110
internal_value=0 -0.0211602 -0.0266983 -0.038867 -0.0215719 0.0528164 0.0418665 0.0685004 -0.0352839 0.0189463 0.0683317 0.0136822 -0.0654552 0.26484 0.0385054 -0.0710766 0.0656656 0.24355 0.288148 -0.0800006 -0.0272561 -0.144707 0.00314125 -0.000808768 0.0214957 -0.0796084 0.105614 -0.0976172 -0.0122087 -0.337712
internal_count=361931 332372 310854 251671 166407 23711 21518 18993 142696 59183 28682 18378 80612 1030 16686 79582 14927 5059 2307 85264 30501 6133 24368 62084 48149 13935 13226 13543 34923 1234
shrinkage=0.000980392


Tree=3290
num_leaves=31
num_cat=0
split_feature=785 728 1431 771 333 728 784 221 1356 914 279 1470 1469 971 89 1319 759 1189 281 1349 1377 1463 284 761 425 899 1251 970 1386 1243
split_gain=31.8775 26.178 23.3579 23.2236 21.3506 20.3197 20.0076 21.1624 22.7906 21.8015 21.4212 19.9116 18.9832 27.5531 24.0411 23.3968 21.414 18.9772 24.5821 19.558 20.7419 22.5018 21.6165 19.3068 26.0409 20.2909 21.9532 27.3884 20.3277 22.4525
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.4820751525130569 1.0308016862606064 -0.49008176997875957 0.9594655836162902 1.2539138715794567 1.1703909184639636 1.7367145528016599 -0.29554801788473051 -1.3782462404802098 -0.96833047545424733 -1.2365539388792632 4.0012644094602825 0.97363892830454113 -0.17951940385285245 -1.0096337021262032 -0.79262907424370466 -0.66495014148864307 0.9634719985062733 1.3753271246929319 1.2975518991191315 -0.72593305629871785 -0.70714710626077648 -0.17776462746751037 -0.55748662825000206 0.82790610689934041 -1.1084962089031156 -0.33690783335533364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 11 -1 12 8 10 -10 -8 -3 13 15 -14 -2 -17 18 -13 -20 21 22 23 25 -25 26 -21 -28 -29 -30
right_child=1 4 -4 -5 -6 -7 7 -9 9 -11 -12 17 14 -15 -16 16 -18 -19 19 20 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.00011677804134891637 -0.00033171408946471172 0.0010619895169687796 -7.0826944725269831e-05 -0.000159337483854269 7.557245879988601e-05 6.9465190497354192e-05 -8.7413171535350849e-05 0.00018535792305270481 0.00017196947891381906 -0.00054366180876628232 4.3503008716928329e-05 -0.00015143287701122448 -2.1319747562171163e-05 5.2676963300085636e-05 -0.00047826062161813158 -0.00018394925015765843 0.00069976005854982884 -8.542778509814102e-05 -0.0002017246319627628 0.00014891491238270334 -9.8388026847903452e-05 0.00067513479643758134 -0.00025989061840477295 -0.00028923091088145427 0.00023491578065937992 1.0209852286968665e-05 0.00069147356965023417 -0.00081799327339942998 0.0044503387057791433 0.0017118913636480694
leaf_count=3396 1829 63 35150 4703 5744 26163 9582 3937 5155 202 16164 4371 126083 28393 723 318 198 80012 1528 437 1921 505 687 949 2402 543 617 33 33 90
internal_value=0 -0.0241304 -0.0120674 -0.00341871 -0.0604206 0.0514833 0.000300967 0.0467355 0.0268344 0.15007 -0.00137974 -0.0708287 -0.0109361 0.0365593 -0.0238821 -0.206095 0.198712 -0.0720728 0.0188637 0.0909031 0.138308 0.210786 0.15959 0.220859 0.108154 0.456805 0.650483 0.919487 2.12223 2.55004
internal_count=361931 332372 232437 197287 99935 29559 192584 35040 31103 5357 25746 94191 157544 30738 126806 2345 516 94128 14116 9745 8217 6296 5791 5104 3351 1753 1210 773 156 123
shrinkage=0.000980392


Tree=3291
num_leaves=31
num_cat=0
split_feature=785 728 519 727 382 728 872 678 1218 1452 1470 1465 533 900 783 735 789 689 759 208 209 1449 1468 498 830 561 339 1465 150 1373
split_gain=31.5418 21.0044 20.0561 28.8832 27.6557 27.6015 29.7058 27.6859 25.2064 24.5716 44.6651 25.5101 24.472 27.22 25.6951 27.7197 24.1509 23.9694 23.8015 23.5634 23.3847 23.6193 32.3666 21.9206 21.8734 22.3515 21.8222 27.5095 23.2975 23.3071
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 3.0757328524286596 0.34708990927187483 3.9048232315577729 0.4926003403048807 0.82151526813113451 0.28325886342528439 1.0000000180025095e-35 0.54117268135534224 2.2099560249315608 0.45736174636922805 1.1248358748350926 -1.1110989058077336 0.46683225090780039 0.22742018399418559 -1.038133627958042 0.6853839265082079 2.213655904251008 -0.45889317716256084 1.8759508015093831 0.54274228049480611 -0.63586223425159905 1.4270952891077759 -1.1769467878382101 0.55446281419859778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 16 9 7 8 12 26 18 -12 13 -7 19 -16 -5 23 -11 24 -9 -22 -23 -14 25 -15 27 28 -2 -30
right_child=2 -3 3 4 -6 6 -8 20 -10 10 11 -13 17 14 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00017501616115579583 0.00031019307868073684 1.2956181516586112e-05 -0.00011041698579740819 0.00019649946506606001 -5.8211700260174352e-05 -0.0001934714975089359 0.00011309977068257223 -0.00021264883835615724 0.0002596808088101549 -5.5586566913246266e-05 0.00051242500407431874 -0.00074281115251414683 0.00012060856464153128 -1.7665425525027359e-05 -0.0001190769907681292 0.00057575832013371478 -0.00012342316493794218 -0.00011454226119419782 0.00017097009225902908 -0.00026592742138976862 -7.6110908184971401e-05 5.4011633843487803e-05 -0.0004337443124567185 -7.5470521527161484e-05 0.0003232582181197854 -0.00026717116705907558 -0.00010904303155836808 -0.00033253736632369224 -9.2205361839020934e-05 7.4401383578095822e-05
leaf_count=3396 1219 26163 9447 5244 5700 54753 2933 6569 721 9215 1069 98 4325 8039 661 531 1127 81018 2657 4919 63498 11096 667 7974 715 3252 27720 1163 8741 7301
internal_value=0 -0.00694694 -0.082541 -0.0206812 0.0444322 -0.087884 -0.0993471 -0.102483 -0.12196 -0.0447759 0.0381579 0.438393 -0.124351 -0.163992 -0.0814419 0.245992 0.138759 -0.101557 -0.00259142 -0.109024 -0.0697963 -0.0600064 0.0280074 -0.0103091 -0.0536686 -0.0828303 -0.0700277 -0.0111339 0.0115177 -0.0105492
internal_count=361931 29559 332372 21518 12071 310854 251671 248738 166908 59183 13039 1167 166187 72870 18117 1192 6371 93317 11872 16925 81830 75261 11763 12299 12006 11291 46144 18424 17261 16042
shrinkage=0.000980392


Tree=3292
num_leaves=31
num_cat=0
split_feature=785 519 728 872 727 678 382 1218 634 561 1452 1470 1465 759 789 533 900 783 735 689 208 908 332 533 830 561 498 1465 339 150
split_gain=29.07 21.4514 30.1406 30.6274 29.9776 29.4543 28.3842 25.2022 24.4931 25.8804 24.0325 45.4969 25.9372 23.9911 23.5279 23.4961 28.944 25.5602 27.3188 25.1233 24.3618 23.4757 22.6972 23.0112 22.4252 23.1537 22.3148 22.1529 27.6821 24.5829
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 3.0757328524286596 1.0000000180025095e-35 0.34708990927187483 1.0000000180025095e-35 3.9048232315577729 -1.328187176110053 -1.097318156174292 0.4926003403048807 0.82151526813113451 0.28325886342528439 0.46683225090780039 1.1248358748350926 1.0000000180025095e-35 0.54117268135534224 2.2099560249315608 0.45736174636922805 -1.1110989058077336 0.22742018399418559 -1.4446427012740177 1.0000000180025095e-35 1.0000000180025095e-35 1.8759508015093831 0.54274228049480611 -0.45889317716256084 1.0024257381604242 -0.63586223425159905 -1.1769467878382101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 5 -3 7 14 15 9 -7 27 13 -13 -12 -6 16 -4 20 -19 26 24 -10 23 -23 25 -18 -17 28 29 -2
right_child=1 4 3 -5 6 8 -8 -9 21 -11 11 12 -14 -15 -16 19 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.8251798190755173e-05 0.00039274930662483952 -5.2765386928570917e-05 -0.00013850089388440275 0.00017320581160268806 0.00025678704211310106 0.00020785398680552104 1.4495277854218984e-06 0.00031574647537036373 -0.00025616543906856448 -0.0003464259669149585 2.8911701776345222e-06 0.00057825686044420447 -0.00070400975472273506 0.00023138792940467987 -5.8698811181323236e-05 0.00018218810854476393 4.4071219950225112e-05 -6.1170003901258127e-05 0.00063247272071367724 -5.9057228047751073e-05 -0.00021142052361794615 -0.00010288481692121214 3.6291050059648235e-05 1.2182472973267783e-05 0.00039106724849294556 -0.00021326159485662941 -1.7555952537781199e-05 -0.00015296264862522019 -4.0516099898602645e-05 5.4333419183748744e-05
leaf_count=29559 1179 9447 54753 2933 5244 660 5700 721 2471 3093 9215 1069 98 2657 1127 4325 8039 661 531 81018 4919 22200 36146 17260 715 3252 7974 4761 24735 15469
internal_value=0 -0.0231262 -0.0287455 -0.0408518 0.0408782 -0.0441045 0.106638 -0.0644895 -0.0102268 -0.232377 0.0166618 0.0990844 0.505146 0.0577037 0.201646 -0.066938 -0.106331 -0.0203121 0.307785 -0.0443965 -0.048317 -0.00334558 0.00251052 -0.0407745 0.00848652 -0.0215328 0.0498338 -0.00860187 0.00840918 0.0786868
internal_count=361931 332372 310854 251671 21518 248738 12071 166908 81830 3753 59183 13039 1167 11872 6371 166187 72870 18117 1192 93317 16925 78077 75606 39460 12006 11291 12299 46144 41383 16648
shrinkage=0.000980392


Tree=3293
num_leaves=31
num_cat=0
split_feature=470 464 816 1185 1376 767 841 917 20 810 996 1329 282 18 523 785 623 967 1030 336 1248 1229 9 239 900 497 704 830 1116 1448
split_gain=24.746 36.3597 23.6295 24.3357 24.7461 27.1622 24.1407 23.344 22.963 21.7347 25.7647 25.0566 24.6718 23.6951 21.5986 21.4403 20.5384 24.248 23.9893 23.6613 21.0863 20.7851 21.1509 20.0479 20.0007 19.5547 19.4875 19.3511 19.0629 18.9668
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.104114706617066 0.18805867694879752 1.1013672280589708 1.1672291848996961 -0.32161470180979707 -1.1057205065296334 -0.65819684525605759 1.0565563832172893 0.034275755685633159 -0.44485382407666457 -0.71057998040761616 2.1829119814681102 -0.86283290253235112 -0.032238024922807411 -0.24094673779658102 2.7042904249467168 1.0000000180025095e-35 -0.91948200504449795 0.68842730247739281 -0.2026031479938635 2.6808381144923019 -0.070138514607184413 -0.54875103442761752 3.5898303377266632 -0.81250664097734437 0.70054460406954633 0.39650259939441518
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 6 -4 5 9 -2 8 -6 10 24 25 -12 -14 23 -3 19 18 -18 20 -1 27 29 -10 -5 -11 -27 -19 -13 -23
right_child=2 15 3 4 7 -7 -8 -9 14 11 12 28 13 -15 -16 -17 17 21 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00029692262551645062 -1.5956137789323911e-05 0.00010016098224514472 -0.00012789493934295605 -3.3951255328218469e-05 -0.00046094191525587383 -5.2226746332903123e-05 -0.00012956949742989554 -9.0823155039688018e-05 5.9143375406770516e-05 3.4719370916727763e-05 9.478834627061212e-05 -5.5936389600364585e-05 0.00027782397444428352 -0.00039749271838905451 -0.00054973591149680044 -2.3434594212043529e-05 3.068464716845017e-05 -0.00045963834497107331 -0.00059594656663071563 -0.00034333492971802494 -8.6265970906836972e-05 0.00013716155583443047 0.0003168990405672827 0.00075922945061788279 9.7694626603449361e-05 0.00016060684076874546 -0.00098622716824996919 -0.00012438593638606994 0.00015499275958293649 -0.00057437865011809581
leaf_count=5767 77176 6813 6063 8736 494 10242 11148 15120 11098 7897 945 7318 242 1613 338 82952 17499 2071 830 6351 32534 456 1110 194 10520 19727 68 13817 2413 379
internal_value=0 -0.0413305 -0.00195774 0.0191825 0.0264682 0.0462922 -0.0308905 -0.0321755 0.0396175 0.0634413 0.0121461 0.0946639 -0.173361 -0.313182 0.0579395 -0.0129185 -0.0883737 -0.0444475 0.0178222 -0.13402 -0.112231 -0.119047 0.108839 0.07265 0.0391941 0.126118 0.160186 -0.157452 0.000234649 -0.179186
internal_count=361931 170579 191352 103028 96965 69721 88324 27244 12124 59479 22056 37423 2800 1855 11630 89765 80814 36162 18329 44652 38301 17833 1945 11292 19256 27692 19795 15888 9731 835
shrinkage=0.000980392


Tree=3294
num_leaves=31
num_cat=0
split_feature=519 858 712 1299 1102 257 141 706 223 649 423 1176 1051 217 148 1048 140 555 221 425 845 633 1455 1071 583 1454 141 567 697 275
split_gain=13.2983 36.7259 30.5071 26.4836 22.5138 21.8923 25.4737 20.899 20.7667 20.11 19.774 19.3854 17.9285 17.9036 17.3305 17.1986 16.9786 17.596 23.0998 17.3523 17.07 16.3289 19.6763 16.2754 19.7581 17.3663 16.4638 16.2073 19.1061 18.8748
threshold=2.1420547332082829 1.0825608069246189 1.0000000180025095e-35 2.0781377659795948 1.0000000180025095e-35 1.0000000180025095e-35 -1.0233712085808873 1.0455881621042182 -1.957756908602269 1.0000000180025095e-35 0.66096962412591542 -1.4125843609321069 1.5110937741265471 -0.20311162974144722 -0.0066693480504101009 -0.013668528382870344 1.1188954259521824 1.342081648231668 0.21314264226834448 1.4254740478095791 0.027314430572237907 0.090560310694117976 0.8703138515806228 0.69084194168817237 -0.99544907250003589 -0.84722408107669478 -0.29894481185671201 -0.12475076770413143 -0.57998352060484581 -0.30466356422233903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 10 6 -4 8 -2 -9 -5 -7 21 -14 -6 -16 17 -8 -19 -18 -20 22 -3 24 27 -25 -27 28 -13 -29
right_child=1 12 3 4 14 11 16 9 -10 -11 -12 23 13 -15 15 -17 19 18 20 -21 -22 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=-0.00049985463197302132 0.063897424064377012 -0.024174634224705546 -0.017941885203146105 0.019880636472308047 -0.030916705163665782 -0.014166607693193223 0.010730745354094809 -0.0040523272299246293 -0.0053456872142550564 0.015026023025696937 -0.048157985384456953 0.063534519167485426 -0.010799809530651537 0.051057967314323965 -0.040089589170623163 0.036561839207468791 -0.0050442129671531173 -0.045810695894998803 0.039295456377345661 -0.077867227118039894 -0.032767687203336428 -0.0015673998959923553 0.0089192972694097997 0.050095146785755086 0.020015632892482236 -0.020104099457340756 0.008692543572072553 0.012582083229524355 -0.012249321238755145 -0.050702625080576748
leaf_count=338398 45 1376 592 327 474 290 3851 1177 6173 1468 54 56 104 92 50 89 661 153 92 43 63 997 240 70 3709 317 671 85 84 130
internal_value=0 0.0430077 0.0740579 0.142229 -0.180309 0.17287 0.0768803 -0.0247705 -0.0951474 0.135883 0.210743 0.266065 -0.187151 0.407656 -0.427945 0.211526 0.125376 0.176049 -0.313541 -0.183498 0.249716 -0.236492 -0.3776 0.294482 0.355052 0.0668858 -0.00795959 -0.113107 0.418345 -0.484103
internal_count=361931 23533 20724 11861 994 10867 5455 8863 6218 2645 381 5412 2809 196 613 139 4863 4159 308 704 155 2613 1616 5122 4064 1058 988 355 140 215
shrinkage=0.05


Tree=3295
num_leaves=31
num_cat=0
split_feature=800 516 429 789 840 272 1377 491 1116 1469 626 921 579 1045 415 409 769 49 1326 231 969 501 1245 846 560 444 2 1045 578 498
split_gain=26.1236 25.9147 26.3133 25.5212 25.8032 25.4963 28.1285 24.9441 27.3844 24.1046 23.925 25.7388 23.7209 23.2662 23.2006 22.4511 22.0241 26.7667 21.8816 21.6152 21.4154 20.7699 20.5947 21.2956 20.4417 20.3462 21.7025 21.3303 19.8976 23.18
threshold=-0.57812715656594349 1.0000000180025095e-35 1.3716071297642392 1.1248358748350926 2.6367356733857314 1.6568181847307961 -1.0606629817441902 -0.085484550239284432 2.594513174041484 -0.96833047545424733 -0.31058345720964176 1.0000000180025095e-35 0.38369638209385348 1.9690596567457919 2.4784959836639584 1.8072418525143996 0.31076961684682053 2.3839209586872081 2.3815002718639273 1.0986541526922888 -0.19376918231397308 0.52042831910183185 0.048838786062320692 3.8366401777161667 -1.6300221712962644 0.53875400747721158 0.079678927090761589 2.1346206070129452 -0.87905496296652397 0.59235351831561789
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 12 4 9 6 -1 8 24 14 -11 16 -2 -14 15 20 -12 -18 -17 -15 25 -19 23 -8 -4 26 -3 -28 29 -5
right_child=1 3 7 28 -6 -7 22 -9 -10 10 11 -13 13 19 -16 18 17 21 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.1252383368029043e-05 -9.1223047578183042e-05 -0.0001464345882028695 -0.00094156332215237072 -6.2467544569761284e-05 0.00018725215706855741 -0.00011077528915738396 1.6691511725766755e-05 0.0002283362547866134 0.00060428091885294881 -6.032063841196763e-05 -6.9580723406702848e-05 6.6104911953021714e-05 -2.5618060382821821e-05 0.00018456914661621259 -0.00041380443300621127 -0.00028572351488857187 2.0980995725764935e-05 0.00087797330029746267 0.0013915693805093996 0.0011102607493026597 0.00013245836886911839 -0.00042761783377809071 9.903915699609112e-05 -0.00077526512988345092 -3.0825840638909934e-05 0.00015905042439045693 0.00012470259338660802 -0.00087893323651581836 -9.6034440923929349e-05 0.00046601634755230571
leaf_count=13761 81482 5060 263 934 3262 8703 25919 2631 306 48498 24789 22568 28707 1136 602 1356 18274 335 37 147 12862 105 23853 197 7697 2686 2852 119 22217 573
internal_value=0 -0.0295802 -0.0579677 -0.0119079 -0.000140741 0.0187458 0.0323012 0.0510006 -0.0177987 -0.00511346 -0.0203064 0.00718762 -0.0701514 -0.0120344 0.0548492 0.0639438 -0.0265523 0.0345289 -0.235963 0.315575 0.0782063 0.63109 0.0552264 0.0120835 -0.0476577 0.00309111 -0.0561102 0.0917431 -0.0800315 0.156707
internal_count=361931 289498 122369 167129 143405 72433 63730 10897 8266 140143 114569 66071 111472 29990 25574 24972 43503 18714 1393 1283 23579 440 49969 26116 7960 10717 8031 2971 23724 1507
shrinkage=0.000980392


Tree=3296
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 126 701 377 1443 1022 140 1452 1470 1465 759 912 464 841 648 583 339 1465 150 1459 1452 450 1317 1465 585
split_gain=23.202 19.1318 27.135 30.5283 28.1007 49.3638 27.2969 26.6362 28.967 25.6333 24.7249 25.4476 24.2391 45.6129 25.7213 24.0995 23.1687 23.8501 30.0519 23.5938 23.0773 22.8034 28.1769 23.87 23.7039 24.2928 22.7778 22.2182 21.9352 21.9182
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.0000000180025095e-35 -1.077677565945242 1.4210717172751071 1.593744732512876 2.6552641023399333 -0.38614692990375338 0.4926003403048807 0.82151526813113451 0.28325886342528439 0.46683225090780039 2.0688630952352867 1.0000000180025095e-35 1.2259052867616704 1.8166789435549495 -0.99544907250003589 -0.63586223425159905 1.4270952891077759 -1.1769467878382101 -0.15184483386147815 0.37490402264961914 0.69231615738246322 1.3531462534988981 -0.53571689646516252 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 9 10 -3 20 27 16 -12 21 15 -15 28 17 -4 19 -19 -9 22 23 -2 25 -25 -22 -6 -14 -10
right_child=1 7 3 -5 5 -7 -8 8 29 -11 11 -13 13 14 -16 -17 -18 18 -20 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.2463927135285174e-05 0.00037928887422583515 -0.00017556386992702749 -0.00013244184568217361 -7.760463769330628e-05 1.3107683661997333e-05 0.00025973176585175595 8.3038061622067634e-07 -0.00019133938679523574 2.0404284249848661e-05 -0.00016731075301045439 0.0006869199606845532 8.7937295997833467e-06 -0.00014164656887259713 0.00057871603560462846 -0.00069942953061173999 0.00023191616049164846 0.00015911534423371069 -4.2465641082324956e-05 -0.00023344119704873326 0.00016025863333906897 1.6648037917374668e-05 -5.0474078526863233e-05 -0.00027699990672852418 0.00014952230601937371 -4.2882369436444971e-05 -0.00047848546331410107 0.00020981514041084999 0.0002988843835614908 8.0513615200356552e-05 0.00043731071783629198
leaf_count=29559 1219 2525 32649 85264 14090 4123 62084 1759 880 4097 372 658 3533 1069 98 2657 2175 37855 4136 2767 11681 27720 1163 8571 7107 364 3246 1401 5682 1427
internal_value=0 -0.0213701 -0.0266774 -0.0381749 -0.0209454 0.0498308 -0.0339893 0.0391375 0.0645455 0.00138062 -0.0644768 0.260832 0.0164121 0.0992271 0.505982 0.0577778 -0.070022 -0.077422 -0.0457565 -0.027226 0.034224 -0.00895898 0.0517642 0.0749374 0.0524403 0.130122 0.0607958 0.0399217 0.00287383 0.286552
internal_count=361931 332372 310854 251671 166407 23711 142696 21518 18993 19588 80612 1030 59183 13039 1167 11872 79582 77407 44758 40622 16686 46144 18424 17261 16042 8935 14927 15491 9215 2307
shrinkage=0.000980392


Tree=3297
num_leaves=31
num_cat=0
split_feature=785 728 1431 771 647 590 1351 1117 728 1469 1465 710 1466 284 334 276 872 89 1278 125 1454 779 280 453 12 1216 828 1383 498 54
split_gain=25.4657 22.5258 20.8144 22.2643 20.4301 48.024 18.585 18.1901 17.9994 17.7904 23.5403 29.8616 24.7332 24.4873 26.337 22.7556 22.7227 22.2318 21.862 20.2522 22.2517 20.1976 20.0314 19.4579 21.5293 20.7076 19.4561 19.3978 19.3797 19.2775
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.4820751525130569 -0.87782724458594241 0.58895901036483078 0.50562681004378673 -1.2591097148690287 -0.49008176997875957 -0.94079183474878747 -0.42939987921162187 2.2276597626323835 -0.18757875198010099 -0.10304610046853903 -0.5491441532643816 2.2850336839024266 3.0757328524286596 4.0012644094602825 0.6890358509658806 1.0000000180025095e-35 1.0692506903199488 2.079298498487542 -1.034003993946637 2.3178925073180721 -0.57070566145202162 2.3855481443271001 2.4043974048115762 2.0131890228955309 1.9385201012130144 3.6775023658676358
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 9 5 -3 -5 -7 -1 10 11 -2 -13 14 18 28 17 19 22 21 23 26 -12 24 -21 -25 -11 -22 -15 -16
right_child=1 4 -4 6 -6 7 -8 -9 -10 16 13 12 -14 15 29 -17 -18 -19 -20 20 27 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011227699201704751 7.5232121812175012e-05 -5.5995465310809796e-05 -6.5930296035748609e-05 -0.0001174542595459321 -6.4492792097063781e-05 -0.00068411578945414507 -0.00068611300509138025 0.00044614218326674343 6.3177791074654481e-05 -4.2044583819253899e-05 -0.00068044554547797974 0.00059822088882679114 5.5869492675119034e-05 3.5815140651772755e-05 3.8302878016361595e-05 0.00076170472835872564 0.00019859702801755961 -0.00040675549038126307 0.00010262618077538662 -4.1789450980115715e-05 -0.00010833657296970421 -0.00024026748625488337 -0.00018517874103893565 0.00019991813571238769 3.8652406564466618e-05 -0.00081152204311395421 0.00022923724800598053 0.00033591268940521169 0.00041128400910007642 -0.0015307316623152532
leaf_count=3396 12809 4821 35150 4346 93730 93 357 1291 26163 61605 452 914 618 11729 6783 175 2195 883 1094 23604 8860 3280 4822 3638 46343 140 1578 409 609 44
internal_value=0 -0.0215273 -0.0103306 -0.00216185 -0.0552703 0.0755592 -0.158208 0.403184 0.0461646 0.00148267 0.0413503 0.110881 0.39149 0.00225303 -0.066353 0.0666488 -0.0101821 -0.0137909 -0.16793 -0.0118863 0.00911346 -0.0451821 -0.229231 0.0219275 0.0139426 0.177102 -0.0361624 -0.0886516 0.0554435 0.0302628
internal_count=361931 332372 232437 197287 99935 6205 4703 1384 29559 192584 40049 14341 1532 25708 13195 12513 152535 150340 6368 149457 82994 66463 5274 73725 69947 3778 63183 9269 12338 6827
shrinkage=0.000980392


Tree=3298
num_leaves=31
num_cat=0
split_feature=1078 785 1464 1452 1462 218 671 900 840 645 555 1367 1469 818 846 741 1048 700 143 688 481 1115 499 1166 554 967 705 1173 553 1200
split_gain=13.602 15.5668 16.0851 17.4306 16.7461 16.6728 15.9812 15.8189 15.3405 17.0181 15.5162 15.1236 17.5716 16.3085 15.8023 16.5786 16.3527 15.5719 15.4359 15.0571 15.0397 16.9107 20.2204 15.8361 14.8692 15.5476 16.2195 20.1357 16.2752 16.0356
threshold=1.0000000180025095e-35 -0.86283290253235112 0.64223275086548759 1.434259801303694 1.0119550964254083 0.53183449114228665 5.6047752163038629 0.93273148661238536 -0.71902470226861881 -1.0608335140018084 0.75331469423055986 1.0000000180025095e-35 2.1632063819094713 0.77151256708870575 0.14749724513072363 2.8718069931529517 -1.462787764299305 -0.93214977478473304 -0.19787725483486709 1.0000000180025095e-35 1.2867384597339566 0.24389637816597262 2.3090403720462951 -0.64460186713261591 1.6850254067400623 2.2578214786662882 -0.36051416774755768 -1.2721901571064003 2.1728205092070265 -0.89194375272437021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 11 -3 -5 9 -7 20 13 14 24 15 16 -13 -14 -19 -8 21 22 23 -10 25 26 29 -28 -29 -1
right_child=-2 6 -4 4 -6 8 19 -9 10 -11 -12 12 17 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.019535190924415202 -0.001940928045982579 -0.00023225040311028412 0.0085847477495118417 -0.013454750891442777 0.014979218890290439 0.0318138266181675 0.02375472657334235 -0.055973611651066471 -0.016779770544681622 -0.016760339984211902 -0.004147979495421855 -0.029814803126081341 -0.10361047514396048 0.0083048564517213628 -0.0049361977244263789 -0.098132552636665815 0.0083935894251118449 0.011174745961749078 -0.038917306993420449 -0.051702614361676294 0.028928305452019132 0.019013089610516079 -0.070012749899288337 0.0095997216845952749 -0.035622214316465312 0.043845901314840507 -0.047827839860970292 -0.0004469347069326807 -0.052030867698528174 -0.024198470525134821
leaf_count=127 71586 265399 4689 669 197 97 43 129 341 525 831 146 31 1108 1684 20 5653 141 164 142 591 1287 49 1419 210 73 116 3472 78 914
internal_value=0 0.000277028 0.0531079 0.0262984 -0.260351 0.0410345 -0.00513134 -0.40858 0.147268 -0.174195 0.191729 0.00104584 0.0653734 -0.0814059 0.0872467 0.14261 0.149268 -0.436166 -0.293971 -0.67004 0.251635 0.192207 0.0549235 0.0916235 -0.134134 -0.109176 -0.125142 -0.059526 -0.0304697 -0.379498
internal_count=361931 290345 24761 20072 995 19077 265584 798 5140 622 4518 13937 7839 6098 7503 5819 5799 336 305 185 3687 3096 1809 1760 4990 4780 4707 3666 3550 1041
shrinkage=0.05


Tree=3299
num_leaves=31
num_cat=0
split_feature=43 777 579 706 832 567 647 320 482 1378 488 219 1322 284 784 278 497 686 702 153 1091 61 909 1318 442 1177 770 1182 74 563
split_gain=13.4312 15.7228 15.6121 22.9408 23.7206 23.0321 26.0697 21.1002 20.3887 20.1418 19.316 18.8345 18.7063 26.7286 21.6208 18.1714 17.894 20.4397 18.8134 18.1965 17.9233 18.7129 20.9695 24.6145 18.8485 17.6862 20.8691 17.5889 17.5729 17.2456
threshold=1.0000000180025095e-35 5.3743551052723406 1.0000000180025095e-35 1.0000000180025095e-35 -0.54035045934009274 1.5068697496762773 -0.87782724458594241 3.1329729150046788 1.4939429534082385 0.29079056963915867 -0.57364115386637049 -0.68190183240232749 -0.23641300162335474 -0.20647487582270543 0.9594655836162902 0.17857219799847665 2.5623266075722904 1.6123350876002307 1.496582218574757 -0.19723171069821563 1.0000000180025095e-35 1.0000000180025095e-35 0.77955888130362561 -1.255110101024121 0.88078068197142756 -0.38769237155013819 -0.83177408147872955 2.1326918975433689 -1.7863694194860995 1.9757293484619793
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 29 8 7 25 -6 -5 16 27 -9 13 -8 -14 -16 20 18 -18 -20 21 22 23 -1 -25 26 -7 -11 -12 -4
right_child=1 -3 3 4 5 6 12 11 -10 10 28 -13 14 -15 15 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.015126069385359235 -0.0017650411993778625 -0.036402526347237306 0.0021602816040675729 0.0013066164715880787 -0.0051993971897260609 -0.078992161718599171 0.0044591646934261479 -0.043553052344084596 0.014688342739822306 -0.0015221556620045405 0.044457929895011544 0.031371033560419176 0.00092561247480548023 -0.021936680577636262 0.0053905921064339307 0.044064700144039168 0.01133608707814014 -0.01574904244788734 -0.059431709738095355 0.0052937112283512975 -0.00037298798900139399 -0.0063074608990057006 -0.0066955523175000449 0.0010964352103363182 -0.010844384780318102 0.035218050161497073 0.011377208977944458 -0.023793238626100315 0.0029567766219261455 0.0095789141923873292
leaf_count=1846 74422 355 46299 15028 23057 35 1059 63 1480 9490 116 286 2783 1023 304 248 2908 510 93 107 81344 21751 9786 33660 2344 410 317 531 26186 4090
internal_value=0 -0.0373354 0.000738794 0.0239417 -0.014766 -0.0568705 0.0632805 -0.0938828 0.0519063 -0.0117422 0.0332574 0.433479 0.00250587 -0.172915 0.105042 0.485735 -0.024511 0.12427 0.183537 -0.44621 -0.0289156 -0.0604138 -0.0339221 -0.00654021 0.00729139 0.414969 0.0749092 -0.051003 0.062844 0.0553732
internal_count=361931 74777 287154 96482 46093 29585 6179 23406 16508 190672 36323 349 5417 2082 3335 552 154349 3618 3108 200 150731 69387 47636 37850 36004 762 352 10021 26302 50389
shrinkage=0.05


Tree=3300
num_leaves=31
num_cat=0
split_feature=280 346 1104 509 1044 970 210 621 420 424 1091 356 36 1328 1187 1417 1469 345 1112 888 1039 417 85 210 912 718 419 981 1458 986
split_gain=13.1875 18.4952 22.7863 18.8297 17.7693 18.5248 17.2741 16.9739 22.3091 21.9583 22.8244 20.9278 20.3421 21.7565 16.7126 18.3855 18.3959 16.4925 15.9455 15.8503 15.4561 21.0832 22.0267 20.6566 20.3478 27.8331 21.5268 23.7761 21.945 20.7442
threshold=1.4789100365283692 -1.3124880173305316 0.17967731149781957 0.60956817060957857 -1.1779074430132705 -1.0278450331934719 0.049918799002995555 -0.052627074999950479 0.18292040960324094 -0.38288490883549769 1.6904607120771862 -0.47081091139784054 -0.84113337144845113 -1.2409243529532399 -0.49055842447358861 0.3741821879220294 -0.71261452604640596 1.0116762509487807 0.58598135503539051 3.5515546685878348 -0.58894358108911671 2.924606770914282 -0.661331911413227 -1.1681915460973189 -0.61733303000461526 1.0159173274103563 -0.83202065260420666 -1.9117381734634 2.6054386111478895 1.1428625133891168
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 18 4 5 -3 7 8 9 11 -11 12 -5 -14 -7 16 17 -16 -2 -6 23 24 -23 -1 25 29 -26 -28 -29 -22
right_child=1 3 -4 6 19 14 -8 -9 -10 10 -12 -13 13 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.0038613023844918308 -0.025402427890156537 0.0086259421665764811 0.05432553948008953 0.093155298711150414 -0.00035872496993330548 -0.038670287241339973 -0.018256290341668809 -0.01400563939236895 -0.015000356751890568 0.021233083315676849 0.10449065368415818 -0.023952878358835996 0.12387288181998664 -0.006891797942055345 -0.0060427844486706612 0.027255895614416562 -0.040949111518780952 0.098342716134603714 0.034130002878743869 -0.042584265433172251 -0.003368663321289263 0.045956954041570824 -0.0040583646081321983 0.0015091008188361458 -0.0036568720501344043 0.0026199096523902895 -0.01566131028869578 0.0002905531417182086 0.0097338755481406313 -0.012132475042885988
leaf_count=12620 191 382 168 67 20696 641 2517 2264 891 995 57 372 24 254 151 151 339 22 113 275 37728 261 257 97025 24285 9931 1679 139162 2745 5668
internal_value=0 -0.0571974 0.426534 -0.065528 -0.032503 -0.285483 -0.191897 -0.0852271 0.0653119 0.252393 0.556124 -0.0825044 0.43152 0.113719 -0.442467 -0.179282 -0.416743 0.151412 -0.0177993 -0.012867 -0.00159729 -0.0133354 0.472616 0.0201726 -0.0144395 -0.057579 -0.00240919 0.00751846 0.0102758 -0.0871807
internal_count=361931 30570 472 30098 22657 1686 7441 4924 2660 1769 1052 717 345 278 1304 663 512 173 304 20971 331361 221716 518 109645 221198 53327 167871 143586 141907 43396
shrinkage=0.05


Tree=3301
num_leaves=31
num_cat=0
split_feature=785 519 701 377 728 869 660 21 126 906 507 583 545 657 590 579 760 585 450 1356 783 114 566 885 1450 138 219 814 1121 759
split_gain=22.3753 22.6881 27.1115 31.0029 26.19 29.3543 27.7839 25.8253 26.0383 27.0697 25.0057 24.3131 23.3508 23.1758 23.1287 23.0525 25.849 22.6693 22.3724 22.3465 25.4373 21.9874 21.7781 21.602 21.4641 24.846 22.9687 21.4297 21.0359 22.1301
threshold=-0.86283290253235112 2.1420547332082829 -1.077677565945242 1.4210717172751071 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 0.70880289725806289 -0.12598777323505009 0.65809631222906606 -0.99544907250003589 -1.0372938969678034 2.2603408215975165 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 1.0000000180025095e-35 0.69231615738246322 1.0000000180025095e-35 -1.0732212767954836 3.7888525678453377 2.1710320005650359 2.9080136987884808 -0.68105566923231198 -0.44390300095582519 0.26753349875916671 1.0187812850078712 0.80106270623882148 0.58486168351626755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 11 10 6 12 -8 9 -9 21 -4 27 14 15 -12 28 -5 -13 20 -14 -2 -7 -21 26 -26 -10 -6 29 -17
right_child=1 2 3 17 5 22 7 8 24 -11 13 18 19 -15 -16 16 -18 -19 -20 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.0716727042215319e-05 -5.9406057111053493e-06 -0.00017278024359600422 -0.00019346766216354628 2.7895684764102781e-05 -5.1557077077861415e-05 -8.6386370535076372e-05 0.0002362350988698825 -2.7668068515229474e-05 2.8118207463527447e-05 -0.00010761480641651699 9.7845571927503738e-05 2.1521755985215119e-05 0.00021157401476770224 -0.00031905557214630706 -0.00013389927109804507 6.033954024240745e-05 0.00049322057036666649 0.00045159317172021381 0.00021282499551734287 0.00013485858116984328 -1.6064519442717512e-05 -0.00095741054409697148 0.00010990660976753891 -0.00080386578017211199 -8.6638698845119489e-05 9.2117475971318917e-05 -0.00024597840479482515 -0.00045321347686487609 -0.00061771690799168101 0.0011076420857628895
leaf_count=29559 48543 2525 1759 880 7068 82453 2028 50345 3230 44747 6192 11681 2557 575 1305 621 1573 1427 3246 10698 21164 109 2811 109 5039 15572 2897 953 177 88
internal_value=0 -0.021978 0.0438771 0.0694872 -0.0277559 -0.0390489 -0.0221623 -0.0407545 -0.0449043 -0.0644871 0.0145505 0.0381169 0.0268927 0.108441 0.131896 0.171771 0.34205 0.298884 0.0653629 0.0485212 0.00927984 -0.00850896 -0.0792246 0.127944 0.0161724 0.0503307 -0.102715 -0.102055 0.0548226 0.207809
internal_count=361931 332372 21518 18993 310854 251671 166407 123858 121830 95092 59183 16686 42549 10531 9956 8651 2459 2307 14927 34528 23721 48652 85264 10807 26738 20611 6127 8021 886 709
shrinkage=0.000980392


Tree=3302
num_leaves=31
num_cat=0
split_feature=545 1442 705 912 659 1445 1461 623 1396 419 1254 208 785 992 908 990 899 73 773 898 1384 432 902 288 1106 986 196 224 1109 277
split_gain=27.3376 27.4686 24.1647 24.0815 25.2813 23.6258 25.3303 22.9955 21.9297 21.697 24.9578 21.5437 20.9137 20.2695 24.3167 22.7652 20.3143 20.053 22.9895 19.6273 24.1231 18.2271 19.0463 22.8947 22.4627 18.9934 19.9995 18.8069 23.7277 20.4266
threshold=-1.0372938969678034 -1.2625182715263061 0.87723755459486374 -1.8053664850396696 0.62821384419828064 1.6380901172106308 1.4098417307792441 -0.024657624075993714 0.66386066127205579 -0.37884089540317273 -1.3110776810037013 1.9192360597126046 2.9970139449733542 0.6146227839635201 0.70038297435147256 1.09266583130301 1.1219914327027658 -0.2334644764982769 -1.0999140867602797 -0.050940255296943196 -0.26622167469113373 -0.45588660627771938 0.013127976241923689 -0.68648315567633755 -0.69514760312934631 -0.63891003407932312 1.7882557634680591 -0.46215282422887155 -0.095774888704412323 1.287171902495164
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 7 -4 12 6 8 11 -2 10 -9 17 13 15 -15 -5 -17 -3 -19 -12 -21 22 25 -24 -25 26 -7 -26 29 -29
right_child=1 2 3 4 -6 21 -8 9 -10 -11 19 -13 -14 14 -16 16 -18 18 -20 20 -22 -23 23 24 27 -27 -28 28 -30 -31
leaf_value=-5.5331051690912946e-05 -2.0888173182556722e-05 4.3171373934077428e-07 -0.00035411815062796919 1.4513159797069909e-05 -4.7631884797144574e-05 -0.0004525488153505606 0.00018873321655293158 0.00044375009865662993 -0.00021436479703127091 3.4223263620543547e-05 -9.4458741124418511e-06 -0.00020834967738357987 0.00032349600585735556 9.0502578491453303e-05 0.00036867738991537883 0.00010113815599775846 0.00043215879102906628 -0.00026468765036040984 -5.3831615962448568e-05 -2.2634634102274273e-05 -0.00027025626726607659 -0.00023081612588692399 0.00050122438928222449 -0.00057747987418478315 -0.00057015006204258663 2.7502394964234378e-06 0.00099825569152173915 0.00060197997175702694 -0.00013124218771341404 0.0023696821057550294
leaf_count=94059 20717 43845 973 28709 10814 1376 2379 547 4189 63241 15514 4054 1387 5868 1835 4123 997 3645 32091 4001 4270 9093 791 443 171 2212 61 213 274 39
internal_value=0 -0.00640809 0.00247441 0.0420587 0.0472508 -0.0658697 -0.0277649 -0.011017 -0.0518451 0.0137317 -0.0439211 -0.0385506 0.0704817 0.0616636 0.162896 0.0390124 0.169197 -0.0307983 -0.0727738 -0.0544493 -0.148132 -0.157599 -0.0395503 0.170005 -0.0697985 -0.154856 -0.391784 0.19349 0.416054 0.92545
internal_count=361931 267872 225914 54706 53733 41958 27285 171208 24906 87573 24332 83635 42919 41532 7703 33829 5120 79581 35736 23785 8271 14673 5580 1931 1140 3649 1437 697 526 252
shrinkage=0.000980392


Tree=3303
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1437 460 60 216 1044 0 156 558 779 1106 707 0 1027 1117 237 278 284 1387 1124 566 933 1107 976 653 809 1449 219
split_gain=13.0944 26.7077 22.3602 17.1721 19.9752 18.0262 20.008 19.2994 30.9807 18.7656 19.6611 25.9612 20.7454 17.7911 17.472 17.2785 17.0747 17.9907 19.1356 18.6474 19.2828 18.3482 17.2472 26.4311 23.3031 22.6895 20.6968 30.763 20.5006 21.6718
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 0.72713696786055593 2.9042679731054211 1.0000000180025095e-35 0.093677327789854728 2.4347664239205291 -0.63753248499586934 -0.73332114706927776 -0.40584602121500252 -0.19776523067699833 1.5428342503840602 -1.6082551009898809 2.6232277757564257 2.6446932872346749 1.0007360560485064 1.0402268595720192 1.5404516429260764 -0.8399761248669747 0.013542053127628198 -0.93710134086233465 0.54452982816004791 -0.33422119364899694 0.19056412690959745 0.29928262704007541 1.0000000180025095e-35 2.6372809947782678 -0.25215149739540188 2.4740609060229883
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 14 9 -8 -9 13 15 -12 -13 -7 -3 -11 22 19 21 20 -18 -19 -2 28 -25 26 27 -26 29 -24
right_child=16 3 -4 -5 -6 6 7 8 -10 10 11 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0041902289492345016 0.0014678542844913892 -0.00026126075915026856 -0.0039178014392470331 0.0028391234123880272 -0.023218884001426108 0.09245632627746618 -0.015137353456527246 0.13467010534245835 -0.02483500207083612 -0.016953168962525234 0.01287365673213069 -0.014309429929233883 0.03892762280699355 0.011713423306759027 0.013576986951086176 0.047650710965364051 -0.0039601225125251993 -0.014688243680206934 -0.021873550882128744 -0.0019780123271493327 -0.019806215466992034 0.0094180956255480956 0.0068226876172532121 -0.0062853134195631419 -0.0036455670974861474 0.007650682171717391 0.0076669402615910159 -0.031172802967510013 -0.0015662151240300641 -0.025796085940879995
leaf_count=4151 123545 57390 70537 19710 1041 40 3950 41 57 1985 1479 1456 112 866 1242 49 2903 436 308 21595 2058 3173 8931 15071 4437 3505 1607 535 9441 280
internal_value=0 -0.0226214 -0.0632707 0.0019227 -0.0168309 -0.0132427 -0.118029 -0.27326 0.966717 -0.029073 -0.0866367 0.034313 -0.199088 0.32485 0.000697983 -0.291821 0.00620434 -0.0432569 0.0913013 -0.065903 -0.205981 0.133852 0.0152145 -0.0224137 -0.068647 0.0105095 -0.0631618 -0.130262 0.0421577 0.117679
internal_count=361931 164106 74688 89418 69708 68667 10035 4048 98 5987 5081 3047 1568 906 58632 2034 197825 30473 3917 26556 4961 3609 167352 43807 25155 10084 6579 4972 18652 9211
shrinkage=0.05


Tree=3304
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 728 647 590 710 691 730 783 514 934 603 660 639 345 1002 494 209 8 1080 107 29 10 771 1117 1457 516
split_gain=30.305 21.1363 21.1313 23.5844 21.4209 20.5485 20.2426 47.5264 20.0522 24.0132 19.3122 28.534 25.9385 25.2674 21.3701 23.9101 19.4713 19.622 19.1822 21.2027 21.0313 19.0038 18.6069 18.497 18.4053 18.526 18.388 18.1932 18.1546 18.1469
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.49008176997875957 -0.87782724458594241 0.58895901036483078 0.76029184741838574 -0.3266635670241857 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 0.10440673291476525 0.46293354690950167 0.69854289147193727 0.9338414958155935 0.23696906566319156 -1.298475463871557 2.2092738772757108 1.0000000180025095e-35 0.82152675923177465 -0.43543206165028031 1.5265272373495906 -1.2591097148690287 -0.32527573851921721 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 26 10 8 -1 7 -3 18 -10 11 12 -4 14 15 -12 17 -15 19 -5 -20 -17 -21 28 25 -14 -2 -9 -11 -13
right_child=1 6 3 4 -6 -7 -8 27 9 23 13 29 24 16 -16 21 -18 -19 20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012039452511675658 -2.1245722754797577e-05 -5.8204705021335536e-05 3.3196521303635369e-05 0.00025918184675217948 0.00045184095713995628 6.7045525008020069e-05 -6.6798847140887326e-05 -0.00068801058330335057 -0.00044510504426629332 -0.00014458897155794989 0.00015109061027832198 -0.00016741347482127921 0.00023103665920839705 -6.3007314151366503e-05 -3.7641496611068851e-06 -0.00043660811700844699 -0.00030903056250669949 0.00035217748681126753 -0.00045810349407229416 -0.00032001692683046167 0.00017781715537832149 0.00059441350888942129 0.00047049529476527558 -0.00047075746129343155 -0.00019774446738837854 0.00087210080420424682 -0.00018041468153390591 0.00044178317051247015 0.00075171682844848845 -2.2371237825115473e-05
leaf_count=3396 186353 4821 6880 3890 894 26163 93730 93 642 176 2134 6979 431 2012 1982 101 1082 638 445 549 435 996 167 167 225 385 3938 1291 230 10706
internal_value=0 -0.0249965 -0.0141508 0.0298331 0.136463 0.0488516 -0.0576755 0.0725637 0.097111 -0.158144 0.0046442 -0.0268119 0.0829496 0.0910794 0.186496 0.286193 -0.0486464 0.0463353 0.149609 0.204115 -0.13395 0.531135 -0.133928 0.159816 0.407513 0.548765 -0.0248807 0.398661 0.394723 -0.0767308
internal_count=361931 332372 232437 42146 7595 29559 99935 6205 6701 1215 34551 25606 7921 8945 5213 3231 3732 2650 5486 4606 880 1097 716 573 1041 816 190291 1384 406 17685
shrinkage=0.000980392


Tree=3305
num_leaves=31
num_cat=0
split_feature=869 1445 1113 797 857 718 938 1469 971 289 214 225 1249 429 208 1415 1047 1009 1344 1455 1455 1452 1470 1461 1455 1467 1462 1452 1467 348
split_gain=13.1404 28.2972 27.3748 24.8569 23.7372 31.2758 27.4869 21.8182 21.3932 29.6854 24.7266 21.5153 20.8858 23.8162 23.6313 20.2274 22.7454 20.5899 20.0632 19.8877 27.7927 22.5445 36.0146 29.5495 28.4611 27.0144 22.5809 21.7731 20.3595 20.249
threshold=-0.57653763495970078 1.3475299883120082 -0.39222386363763467 0.63961785378869596 -0.49205703050329141 1.7690287660176487 -0.57633625342910477 -1.1847055095685743 -1.3617664358580013 0.69191370738892621 1.173019299584501 0.045264324230776046 1.4008758224025655 -0.49192766178051445 -0.39485691971833631 -1.1394735000279177 -0.68658729251269757 1.0000000180025095e-35 0.61516443384225761 2.5522110869383945 2.4085513315763296 0.4574370156891629 -0.67653020368304262 0.56849382259836123 4.7830314007109473 0.12338804363001538 1.4813153935732892 0.010333415512314719 0.78139565053790361 -0.40030212113158831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 19 5 8 -6 12 9 -5 11 -11 13 14 -8 -4 17 -17 -7 20 -2 23 -23 24 25 -21 27 -25 -27 -28
right_child=3 -3 15 4 6 18 7 -9 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 22 -24 26 -26 28 29 -29 -30 -31
leaf_value=0.0048791652179740663 -0.00033615043401038434 -0.0043337633871652157 0.011866343023642756 -9.5513409996413534e-05 0.0059247475010934837 0.01045791670619396 0.046283904741454815 -0.0044647331316487234 -0.010316598290840466 -0.018453395634666234 0.18400051223762121 0.12436321196949592 -0.027241488509427515 0.0023572568115415703 0.003945187892974533 -0.004640229323857676 0.00056584906196439173 -0.024664946998197067 -0.015149129451974531 0.0097719248233436758 -0.042034949465539331 -0.0091316189594704417 0.014388053385640235 -0.024254319185997717 -0.0093670800131753114 0.052025610158896007 -0.015794453368438703 0.036555819993560709 0.022393820487837317 0.044281417412267529
leaf_count=23805 240832 13222 1765 366 5770 1744 319 22052 12224 42 24 22 219 1426 280 4338 24669 1159 478 1111 284 2254 1170 607 382 363 112 70 675 147
internal_value=0 0.0225486 0.0421588 -0.0127781 -0.0648663 -0.141076 -0.0248633 -0.0624143 -0.189742 0.389058 1.61215 0.816948 0.138189 0.202146 0.553611 -0.00193894 -0.0154922 -0.159214 0.0987041 -0.00357756 -0.0075056 0.111279 -0.0160565 0.232736 0.350067 0.445724 -0.104831 -0.331883 0.67538 0.411993
internal_count=361931 68958 55736 292973 44966 14900 30066 24296 12678 454 88 64 2244 2025 599 31931 30166 5497 2222 248007 241116 6891 3424 3467 2531 2149 936 677 1038 259
shrinkage=0.05


Tree=3306
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 791 858 927 691 789 1452 1470 1465 759 836 624 858 1465 566 776 1376 650 703 646 761 1381 1450
split_gain=28.5001 19.2095 27.0028 27.2849 25.3832 31.0739 29.4778 49.7775 26.097 31.9956 27.1449 26.8175 24.5716 23.6433 43.8677 25.4604 23.5771 22.5084 22.605 22.2311 22.2043 21.7807 21.7672 23.4685 22.3312 26.7274 25.0514 22.5559 21.3054 21.2656
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 0.29073615932568342 1.1248358748350926 0.4926003403048807 0.82151526813113451 0.28325886342528439 0.46683225090780039 2.4283205456421384 -1.4097550793351623 1.0825608069246189 -0.53571689646516252 2.1059719136688364 2.6594279389030699 0.18805867694879752 1.253152870847948 -1.642092651391948 0.99988622835687535 1.3427054570815413 -0.92523599040117721 3.6176807478336879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 12 13 6 8 -8 -6 11 -11 17 -4 22 16 -16 20 18 -10 -9 -15 -7 24 -24 26 -26 -2 -27 -12 -22
right_child=1 2 3 -5 5 21 7 19 9 10 28 -13 -14 14 15 -17 -18 -19 -20 -21 29 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=4.6874807407630763e-05 -7.714841854249267e-05 -5.2121177504541811e-05 0.00024916833852331108 -3.8011201632140417e-06 -5.6153836212190491e-05 -8.9061937639642598e-05 -6.6691065640546013e-06 0.00028098110028456182 -0.00035905624118401787 5.5668205574908729e-05 -0.00027824389517427044 -0.00014001008250496375 -7.3517417554991283e-05 -0.00014588713698562148 0.00056521378684081512 -0.00070417218456773857 0.00022581251311661922 0.0021826475628206137 2.5623525710643981e-05 -0.00015828285692213672 0.00010551636800398981 9.9906836470747148e-05 3.0486118309880819e-05 0.00070105545183315934 -0.00023711765072423476 7.895145376267019e-05 6.1029841790292875e-05 0.00042243526984907768 0.00039657992431004282 -0.00051800610472865728
leaf_count=29559 28277 9447 5244 5700 98610 82198 18652 4493 1300 9918 258 10118 1127 3533 1069 98 2657 21 20663 566 5446 3066 589 416 1470 6396 8029 967 1808 236
internal_value=0 -0.0238457 0.03676 0.0992115 -0.0291592 -0.0402741 -0.0228967 0.0495423 -0.0362517 0.0119936 0.11002 -0.0298051 0.192485 0.0124814 0.0942129 0.492663 0.0535789 0.0135436 0.0109727 0.2358 -0.00067411 -0.0815825 -0.0125542 0.306714 -0.020262 0.0834035 -0.0452036 0.132461 0.328444 0.0790047
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 44086 11984 32102 6371 59183 13039 1167 11872 21984 21963 5059 9215 85264 46144 1005 45139 8833 36306 7363 2066 5682
shrinkage=0.000980392


Tree=3307
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 872 678 1452 1470 1465 1218 634 561 789 759 533 900 783 735 689 208 908 498 339 1465 150 1459 1452 692 1465
split_gain=25.0721 20.0939 27.3758 28.3884 26.476 28.8677 28.7161 24.5972 44.8362 25.5446 24.5383 23.891 25.7722 23.8733 23.7429 23.5823 27.637 25.9935 27.0434 24.6617 24.2627 22.8639 22.5198 22.0694 28.1539 23.4885 23.5839 24.1202 22.0341 21.9794
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 3.0757328524286596 0.34708990927187483 0.4926003403048807 0.82151526813113451 0.28325886342528439 3.9048232315577729 -1.328187176110053 -1.097318156174292 1.1248358748350926 0.46683225090780039 1.0000000180025095e-35 0.54117268135534224 2.2099560249315608 0.45736174636922805 -1.1110989058077336 0.22742018399418559 -1.4446427012740177 -0.45889317716256084 -0.63586223425159905 1.4270952891077759 -1.1769467878382101 -0.15184483386147815 0.37490402264961914 1.5158612506186986 -0.53571689646516252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 13 7 6 10 23 14 -10 15 12 -8 -4 29 16 -6 20 -19 22 -18 -13 -17 24 25 -2 27 -27 -24 -9
right_child=1 2 3 -5 5 -7 11 8 9 -11 -12 21 -14 -15 -16 19 17 18 -20 -21 -22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=4.5502936083106007e-05 0.00037579518441686644 -4.8518399248752296e-05 0.00025504138948626698 -1.1332887060937072e-06 -0.00013446290346753531 0.00017032011759287975 0.00021251684159455134 -0.00014074480291365171 0.00057572607967605409 -0.0006994557161733631 0.00031456256081348869 -0.00025070194232198453 -0.00034159611872711234 -6.315730986902732e-05 0.0002315485738207549 0.00018570593092209764 9.4806462401642943e-06 -5.5497394567978267e-05 0.00063554205793782176 -5.5410029967061465e-05 -0.00021011669014624578 5.1246451959369198e-06 -4.972155063256028e-05 -5.0137669521419375e-05 -0.00027822056480390566 0.00014822034116419326 -4.3767812666528374e-05 -0.0004780144230111654 0.00036447136729694351 8.182288107103242e-05
leaf_count=29559 1219 9447 5244 5700 54753 2933 660 3533 1069 98 721 2471 3093 1127 2657 4325 12006 661 531 81018 4919 75606 7323 27720 1163 8571 7107 364 651 5682
internal_value=0 -0.0208509 0.0411946 0.104104 -0.0262939 -0.0376587 -0.0408215 0.0162941 0.0997746 0.503243 -0.0609833 -0.00734264 -0.227283 0.199295 0.0586453 -0.0634036 -0.102937 -0.0187929 0.312494 -0.0407952 -0.0470674 -0.00054953 0.0526489 -0.00927704 0.0504887 0.0736689 0.0513439 0.128868 -0.0154578 0.00410202
internal_count=361931 332372 21518 12071 310854 251671 248738 59183 13039 1167 166908 81830 3753 6371 11872 166187 72870 18117 1192 93317 16925 78077 12299 46144 18424 17261 16042 8935 7974 9215
shrinkage=0.000980392


Tree=3308
num_leaves=31
num_cat=0
split_feature=785 519 728 869 701 377 938 803 1452 1470 1465 583 1052 791 712 1149 896 353 923 759 666 609 470 450 564 813 339 1465 150 1373
split_gain=26.6875 24.6689 30.3378 31.3296 29.6773 29.8607 29.468 29.9621 25.7759 46.5725 25.478 24.638 23.8274 25.0265 35.5874 24.919 23.7697 24.4364 23.8835 23.5784 23.3985 37.4752 22.9395 22.7609 22.7437 34.5163 22.7126 27.7516 23.1807 24.0042
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -1.077677565945242 1.4210717172751071 1.0000000180025095e-35 1.9682860324222273 0.4926003403048807 0.82151526813113451 0.28325886342528439 -0.99544907250003589 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 3.070608018023568 0.13351389361957308 1.7080988603044525 -0.86449023226567734 0.46683225090780039 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 0.69231615738246322 -0.84605277249859834 0.44561103650162237 -0.63586223425159905 1.4270952891077759 -1.1769467878382101 0.55446281419859778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 6 -3 11 7 12 26 19 -11 -6 13 15 22 16 -4 18 -18 -10 -9 -22 -15 -13 -16 -26 27 28 -2 -30
right_child=1 4 3 -5 5 -7 -8 20 9 10 -12 23 -14 14 24 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=4.4968370129889676e-05 0.00037317800813595295 -0.00018126664433656145 -4.7177244706259986e-06 -8.1481479784357048e-05 -0.00019194949730922547 0.00029121510846194884 -7.2046017917103098e-05 2.6426096722324639e-05 5.1730714589881318e-06 0.00058471861643819175 -0.00069095606940015202 2.4307811472623105e-05 -0.00017922189481737018 -0.0001889751186706185 -7.6426201090804073e-05 0.00022240384423654716 -0.00029481230804758894 -0.00032881707454964794 -4.8931017002833911e-05 0.00023173639329171627 0.00035615362114404408 -0.00051163827842160838 2.9113097845068843e-05 0.0002170873538805641 0.00019327581920288887 -2.1205254711305993e-05 -5.1486099878880599e-05 -0.00027573722518347714 -3.3842330239126591e-05 0.00013665657929617337
leaf_count=29559 1219 2525 42662 85264 1759 2307 53095 3905 9215 1069 98 11681 5155 5942 3552 1542 2273 1827 22249 2657 2432 230 5797 3246 11021 4725 27720 1163 8741 7301
internal_value=0 -0.0234895 -0.0295122 -0.0416513 0.0451395 0.0719333 -0.0242084 -0.0045978 0.0160369 0.101441 0.512685 0.0411751 -0.0144344 -0.00748952 0.0467456 -0.0310687 -0.0381519 -0.0918568 -0.0721233 0.0595863 0.135046 0.285856 -0.0665873 0.0685778 0.0996973 0.131373 -0.0101038 0.0504766 0.073458 0.0512918
internal_count=361931 332372 310854 251671 21518 18993 166407 113312 59183 13039 1167 16686 106745 101590 31037 70553 69011 26349 24522 11872 6567 2662 11739 14927 19298 15746 46144 18424 17261 16042
shrinkage=0.000980392


Tree=3309
num_leaves=31
num_cat=0
split_feature=785 728 915 11 626 700 347 707 562 359 487 374 1235 588 774 1395 12 133 1318 903 1053 710 1103 771 1351 498 907 867 867 1322
split_gain=13.4278 14.6819 14.4984 17.3064 14.8728 15.2992 17.1082 21.9972 18.4121 18.791 16.148 15.9641 18.7883 15.6424 15.0748 14.803 14.6139 14.0871 15.9989 14.3487 20.4286 22.5773 14.7722 14.0825 20.8077 17.131 15.3858 16.0496 16.6111 23.4039
threshold=-0.86283290253235112 -0.49008176997875957 2.0502917455158411 0.90432387756753785 0.99816926561080088 -0.92102355117502022 -0.61371922257496492 1.3308987207529916 0.18418204219578682 -0.51479958822074001 0.15783237248216128 1.0000000180025095e-35 0.26611532901113133 -0.82705666730307337 0.47094428642468283 -0.78214427892831451 -0.61056321258751323 2.7171092817986957 2.0813658856061843 -0.88349183984125434 -0.45823709460860229 -0.2890808250155289 0.70410601272400342 1.4820751525130569 0.50562681004378673 2.6567927302501411 2.6596371626767215 2.3064030050518314 -0.72818492217606867 -0.55379309994814141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 11 8 13 14 16 -9 -1 -13 -8 -7 -12 -10 19 -19 20 22 -22 -3 26 25 -25 -2 28 29 -28
right_child=23 17 3 -5 -6 6 7 10 9 -11 15 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.038321411691483336 -0.00050587690968813476 0.00095839480746204167 0.0084422992960788232 0.095095739508788316 -0.028806476113266408 -0.019109144055645469 -0.050403321882880193 0.035873915541449489 0.045328092212415218 0.069673381502821027 0.052908147586314118 0.028976447739333833 -0.051297880766848158 -0.014469108004155793 0.035611611989905333 -0.060123584307571844 -0.03621400154053616 -0.015230954151251051 0.050448215713190081 0.0041752585968147203 -0.0064494200849194577 -0.040973580653117819 0.036994988287587231 -0.0043403068267895582 -0.028592165332210963 0.073179251370936352 -0.031708893026563371 -0.022482299850501521 0.01229869825942697 0.0064514917612506122
leaf_count=176 319627 1465 200 32 431 340 219 155 61 97 20 85 73 1279 82 67 79 777 41 22361 1054 315 150 7224 616 28 377 316 3403 781
internal_value=0 0.038919 -0.106852 0.490925 -0.145958 -0.0865654 -0.154693 -0.270117 0.180047 0.701709 0.349899 0.352471 -0.208793 -0.37787 -0.130831 -0.551248 0.0609655 0.0555427 -0.228291 0.0646687 -0.0799016 -0.2808 0.0875149 -0.010515 -0.111434 -0.0779836 -0.00815136 0.1275 0.16124 -0.0905219
internal_count=361931 29559 3396 232 3164 2733 2399 1740 659 237 242 334 158 1498 422 87 140 26163 818 25345 2984 1369 1615 332372 7868 7252 324504 4877 4561 1158
shrinkage=0.05


Tree=3310
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 660 21 126 906 1452 1470 1465 789 545 759 1356 783 339 1465 150 1459 1452 1465 566 885 814 1450 138 219
split_gain=26.1354 20.5172 28.2557 27.7054 25.5655 29.2354 28.1239 25.6145 26.0496 27.0991 23.838 45.1202 25.3863 23.6526 23.5985 23.4557 22.5214 25.0991 22.1486 27.9442 23.3299 23.5583 24.1517 21.7553 21.6236 21.4037 21.3107 21.3041 24.9831 22.9459
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 0.70880289725806289 -0.12598777323505009 0.4926003403048807 0.82151526813113451 0.28325886342528439 1.1248358748350926 -1.0372938969678034 0.46683225090780039 1.0000000180025095e-35 -1.0732212767954836 -0.63586223425159905 1.4270952891077759 -1.1769467878382101 -0.15184483386147815 0.37490402264961914 -0.53571689646516252 2.1059719136688364 2.9080136987884808 1.0187812850078712 -0.68105566923231198 -0.44390300095582519 0.26753349875916671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 13 10 6 14 -8 9 -9 18 15 -13 -4 26 23 17 -16 19 20 -2 22 -22 -12 -7 -18 -6 29 -29 -10
right_child=1 2 3 -5 5 24 7 8 27 -11 11 12 -14 -15 16 -17 25 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.8415206070316894e-05 0.0003759061152246193 -4.782180898664318e-05 0.00025653909155315266 3.2030411095222306e-06 -4.9153408902269725e-05 -8.3710626985094482e-05 0.00023844860599900466 -2.4767065078334918e-05 3.1408927227651967e-05 -0.00010484776820138175 -0.00014035512156763825 0.00057604403336246172 -0.00069562717376053427 -6.0110671154392261e-05 0.00021368868597370166 0.00022981514630587746 0.00013864743893151989 -1.2661919465941949e-05 -4.9092669649980632e-05 -0.00027584774238754176 0.00014940670408431297 -4.2517620020758625e-05 -0.00047727764582982746 8.1075318583894297e-05 0.00010477766777392653 -0.00079719126830825457 -0.00045032414211958286 -8.4301060053701844e-05 9.5132062067068942e-05 -0.00024286001944369651
leaf_count=29559 1219 9447 5244 5700 7068 82198 2028 50345 3230 44747 3533 1069 98 1127 2557 2657 10698 21164 27720 1163 8571 7107 364 5682 3066 109 953 5039 15572 2897
internal_value=0 -0.0193066 0.0433654 0.107224 -0.0248096 -0.03598 -0.0191121 -0.0378389 -0.0419736 -0.0615838 0.0170404 0.0992207 0.503891 0.201187 0.0302949 0.0579545 0.0520531 0.0126097 -0.00813554 0.0517432 0.0748348 0.0525818 0.130063 0.00374112 -0.0761317 0.131851 -0.0995233 0.0191785 0.0532415 -0.0993981
internal_count=361931 332372 21518 12071 310854 251671 166407 123858 121830 95092 59183 13039 1167 6371 42549 11872 34528 23721 46144 18424 17261 16042 8935 9215 85264 10807 8021 26738 20611 6127
shrinkage=0.000980392


Tree=3311
num_leaves=31
num_cat=0
split_feature=253 470 2 519 734 70 1108 775 832 362 564 1036 909 958 639 498 1117 1315 1465 623 498 1439 21 684 540 1449 503 672 945 11
split_gain=13.3315 16.5126 19.4882 18.8064 19.4841 20.4777 19.8734 19.4105 18.3863 17.8985 17.2555 16.781 17.1368 16.5402 16.5334 17.961 16.435 16.4189 16.3798 16.8348 19.8049 18.462 21.128 24.6729 28.286 25.7411 28.6774 25.5126 22.7343 21.9665
threshold=1.0000000180025095e-35 1.0000000180025095e-35 3.2235193044207455 1.0000000180025095e-35 1.0000000180025095e-35 -0.56598696535886406 -1.1437807873318058 1.2345304799114551 1.2903543730202582 2.0534613160691255 2.4213883059608423 -0.284154012875726 0.3031234013985375 3.9753335407425419 -0.65006161415038866 0.24035236236364849 0.89397168891854395 -0.54507179372918835 3.116712650924125 2.5564688642640712 2.3047915742981719 0.70356782200899082 -0.13431221002227373 1.7787022169090634 2.2707766433665819 -0.47069643299368885 -0.061566640389157448 -0.65546635319905777 1.9181452473571214 -0.43004099918132083
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 10 -5 8 7 -7 -6 -3 13 12 -12 -2 15 -8 -14 -11 19 21 -21 22 29 24 27 26 -26 28 -24 -1
right_child=1 9 -4 4 5 6 14 -9 -10 17 11 -13 16 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00098674371787784983 -0.004964725855629939 0.00023325457004126635 0.032433723286628934 -0.004261252848183769 0.017451938409187292 -0.049172736453241161 -0.0018114162079346991 0.050746905144811554 -0.019132680158411658 -0.023200243585846783 0.0037334783467015045 -0.0051434925130003761 0.048454493730827178 -0.049548924546721891 0.0056034264419951522 -0.04101851338561998 -0.036717140733865249 -0.0030676134311639672 0.0069243542627058221 0.0051531770381859979 0.037699884019585808 -0.0022683187096653799 -0.0014541707311302801 -0.0066686118009297371 -0.0069760538690467368 -0.013478398475188473 0.020638151420991017 0.0018590210491641506 -0.015508940752954715 0.0031578048062200431
leaf_count=26303 46986 63409 247 7244 2087 236 629 26 262 962 482 886 295 194 3969 285 54 1873 4040 3870 213 44981 29137 9288 1351 3523 650 53803 1528 53118
internal_value=0 -0.0266969 -0.0601871 -0.0633815 0.0144483 0.100228 0.00818239 -0.690122 0.281869 -0.00289729 -0.0915844 0.162575 0.40929 -0.10238 0.0431931 -0.266918 0.79491 -0.198327 0.00402704 0.00128158 0.141677 -0.00147603 0.00838755 -0.0128029 -0.00257685 -0.154351 0.0397035 0.00752626 -0.0422176 0.0370216
internal_count=361931 130126 63882 63635 14738 7494 5145 262 2349 66244 48897 1717 831 47180 4883 914 349 2835 231805 227765 4083 223682 178701 99280 89992 5524 2001 84468 30665 79421
shrinkage=0.05


Tree=3312
num_leaves=31
num_cat=0
split_feature=1166 407 284 570 1177 457 1453 50 56 704 942 785 974 1466 1465 830 924 1193 257 1257 1469 1468 540 1246 1463 823 1455 534 1470 1314
split_gain=24.8435 31.7411 27.4038 26.3684 26.7869 25.9404 25.9684 23.9922 36.4318 31.2167 24.8601 24.8137 26.9407 23.6653 23.4284 23.1294 24.6159 31.8396 23.0424 23.018 22.6826 21.8317 21.6136 21.4104 23.2887 21.2807 21.2528 21.1455 20.9162 21.8481
threshold=-0.94772631485393388 -1.2965003005540392 2.2801252649837127 -0.66020926341496977 1.1288173896071474 2.3716694046974869 -0.074792591002300263 1.0000000180025095e-35 1.0000000180025095e-35 -1.2175402329576857 2.231519495564001 -0.86283290253235112 0.98362850890892195 -0.39115731296020156 -0.54793628445649167 1.1506748530419184 1.8999064755685127 1.9600208565237791 1.0000000180025095e-35 0.95885969684103101 0.26697426476209379 0.35527105212377691 0.99026637822014563 1.5681913042637934 3.2146045722163294 -0.277660549730326 1.7778406063357999 -0.65191143814350749 2.1658139678380679 -0.82548413891789607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 13 7 -7 8 18 -10 11 -9 15 25 -8 16 20 -18 28 -12 -13 -16 -22 24 -15 26 -5 -14 29 -3
right_child=1 5 -4 4 -6 6 14 10 9 -11 19 12 27 23 21 -17 17 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.1595410370477107e-05 -8.9145431034967309e-05 -0.00023771148213854319 0.00030046131525979334 1.7309276023031027e-05 -0.00018573313135362667 -0.00026356208017494075 -0.00034489544288787536 0.00012203700385472532 -0.00022325052799271639 2.4625097877051372e-05 0.00023677736736397412 2.9906957660982603e-05 -0.00015985298066939686 -9.0698662359071946e-05 4.864673097855705e-05 0.00011970586920740415 0.00010367911120990627 0.00070887103800809398 0.00010115819659021294 -0.00019252246725292305 -8.6969590512880077e-05 0.0006872900081897204 7.3342492426808317e-05 -0.00029571269930098642 0.00033066138365099525 -0.00013866081931785751 0.00037272851930052274 -5.5282164623320789e-06 -0.00041506615278140798 -6.0925732811785182e-05
leaf_count=28953 34528 6001 862 20693 14698 5158 823 10504 2809 52891 3705 42533 6035 28577 1436 9749 4595 390 3308 609 18822 418 4362 3657 631 6452 843 9558 1517 36814
internal_value=0 -0.00538241 -0.0777371 -0.05089 -0.0775242 0.00339569 -0.150531 0.00717696 -0.0192663 0.0143871 0.0280348 0.021368 0.0110417 -0.055924 0.0548896 0.0270753 0.0132623 0.155528 -0.0757037 0.181374 0.00201577 0.202413 -0.0538257 -0.101353 -0.0805197 0.000164022 0.0363238 -0.0682781 -0.0936809 -0.0839369
internal_count=361931 257427 35390 104504 75551 222037 7835 214202 103340 55700 110862 106548 96044 60853 2677 80451 70702 4985 47640 4314 65717 1854 23184 32865 29208 27988 21536 15593 44332 42815
shrinkage=0.000980392


Tree=3313
num_leaves=31
num_cat=0
split_feature=51 602 420 633 1394 474 627 227 631 631 700 487 768 432 817 327 1120 1212 821 1037 1186 294 911 845 419 627 840 789 633 590
split_gain=13.4145 15.7329 19.3946 18.3933 19.825 18.8732 18.2052 34.7884 17.5129 17.4627 20.8733 30.8618 18.2414 27.2919 17.422 16.7605 27.788 23.4146 23.1477 16.4165 16.2575 16.2494 16.2292 21.3987 23.182 18.4205 16.0411 15.6368 22.0162 24.5722
threshold=1.0111847875080273 1.6570428789878571 -0.39859097038687546 -0.77899086806337892 -1.508536896430843 1.0000000180025095e-35 0.07888835624565306 -0.27638097454668514 1.149182660208605 1.2608077919297929 1.5267456429618051 1.2004609787861604 1.0428151975414039 0.53514094648954413 3.2800011617759632 3.7566738195140665 0.26692992455701331 0.27908802249394044 -0.72370887929751782 -0.30703169524005319 1.1325895545117952 2.2228416889602438 1.463305295443019 0.28484765473989343 -0.2993356748415878 -0.78240658511746586 0.85646515913603172 1.1248358748350926 1.9976441459236287 0.58895901036483078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 3 6 15 21 -6 7 19 -8 14 12 -12 -11 -14 -7 -2 -17 18 -18 20 -3 -5 25 24 -24 -4 -21 -1 -29 -30
right_child=1 2 22 4 5 9 8 -9 -10 10 11 -13 13 -15 -16 16 17 -19 -20 26 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.00029076154506153215 -0.0075515364592256898 -0.002485412053718019 0.021609325971484593 -0.024497646083302821 -9.0720749969595594e-05 -0.015152869146026286 -0.009088571579006546 -0.0067870652824588637 0.064692492683212297 -0.01294448186908705 0.047631174541645588 0.31842964123954182 0.014429956183199503 0.22955138506715131 0.083803899446419902 -0.010230275318025759 0.20264445485335189 -0.056050069340970003 0.026094489868036048 0.06601336688148432 0.080279473088290795 0.05431306236852286 -0.041427909599036937 0.086233074480404015 0.049773560747905246 -0.010947884871550642 -0.019518174520793446 -0.0030823114129402791 0.00082103667813505194 0.027299300453946598
leaf_count=273308 14853 133 244 1096 31705 3579 394 259 39 278 46 22 48 20 21 203 41 40 30 255 34 73 72 52 63 1358 26 31794 1385 460
internal_value=0 -0.0430288 0.114066 -0.0549901 -0.027306 -0.0184531 0.333777 0.542673 -0.0302504 -0.21599 0.386625 2.01085 0.0905693 1.51227 -0.28095 -0.140385 0.686116 1.97399 2.73786 0.879783 0.317544 -0.408444 -0.034943 0.57096 0.0988458 -0.110822 1.16712 -0.000148743 -0.046381 0.176193
internal_count=361931 54984 2929 52055 36888 35719 1140 707 433 4014 414 68 346 68 3600 15167 314 111 71 448 167 1169 1789 187 135 1602 281 306947 33639 1845
shrinkage=0.05


Tree=3314
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 333 1470 830 1002 209 730 783 514 934 603 660 639 345 1020 1318 1189 281 1349 1377 1463 284 761 425 899 1251
split_gain=30.8277 28.7201 21.9526 26.3246 22.2408 20.7203 19.9552 19.4618 20.4054 19.4421 19.1996 28.9633 25.9399 25.0224 21.6667 23.7038 19.5604 19.9915 19.0111 20.0186 19.7845 24.9128 20.0996 19.6322 22.0112 21.902 20.9338 23.9165 20.6076 21.6385
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 1.0308016862606064 -1.3782462404802098 1.6405209124780595 0.69854289147193727 0.23696906566319156 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 0.10440673291476525 0.46293354690950167 2.1590889378513896 0.68206807788001977 -1.0096337021262032 -0.79262907424370466 -0.66495014148864307 0.9634719985062733 1.3753271246929319 1.2975518991191315 -0.72593305629871785 -0.70714710626077648 -0.17776462746751037 -0.55748662825000206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 -5 6 -3 8 -6 -10 11 12 -4 14 15 -12 17 -15 20 -20 21 -8 -23 24 25 26 28 -28 29 -24
right_child=1 5 3 4 7 -7 18 -9 9 -11 13 -13 -14 16 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=4.6837212778485917e-05 -2.4510259232809841e-05 0.0010609932643101971 3.352748498643848e-05 -0.00011366745420746533 0.00020000495011226918 6.9346349464758709e-05 -0.00016153084472343712 0.00047664390285783695 -0.00045873870866384916 0.00015687321434827887 0.00015085249873188057 -7.5931540988097244e-05 0.00039944220941981348 -6.3887641734982936e-05 -6.2718652727159244e-06 0.00051829043357461157 -0.00030938037594477986 0.00035456572724790815 3.7578474516627954e-05 0.00062094099859908802 -9.6860893008548813e-05 -0.00021570429846304927 0.00015580035729285529 -9.938434326363e-05 0.00066401786937323674 -0.0002707545096160862 -0.00028979899666732058 0.00021784352295273001 9.4307723526053618e-06 0.00090577853401526917
leaf_count=29559 190291 63 6880 1294 4464 5744 4349 971 439 427 2134 17685 1041 2012 1982 1097 1082 638 2080 342 77718 1509 435 1903 501 684 935 2363 539 770
internal_value=0 -0.0267148 -0.0140765 0.0306852 0.143111 -0.0646936 -0.0749346 0.194082 0.146742 -0.147476 0.00409883 -0.027229 0.0832187 0.0901415 0.184919 0.285144 -0.0487269 0.0463243 -0.0761762 0.125085 -0.0829842 0.0102359 0.0833729 0.131633 0.202773 0.151651 0.214151 0.0950065 0.459992 0.656118
internal_count=361931 332372 232437 42146 7595 99935 94191 6301 5330 866 34551 25606 7921 8945 5213 3231 3732 2650 94128 2422 91706 13988 9639 8130 6227 5726 5042 3298 1744 1205
shrinkage=0.000980392


Tree=3315
num_leaves=31
num_cat=0
split_feature=728 659 135 1316 702 1178 1259 915 557 145 1388 1238 1113 1209 1312 31 1143 144 917 909 74 1252 631 705 769 900 1457 995 354 625
split_gain=13.3988 15.4851 15.1844 17.2265 18.3337 18.2994 24.1044 18.8998 18.6271 21.0592 25.4716 28.6447 19.4655 27.9757 20.5886 18.3333 18.9205 17.9652 17.7078 21.649 18.0628 17.3626 16.9163 16.7702 24.0743 23.1109 26.1202 23.1344 30.2473 21.2672
threshold=1.0000000180025095e-35 0.62821384419828064 -1.3946603837892411 0.34466115461936259 -1.3176218461765314 -0.49314866267929097 -1.6244094444709287 2.5194136086128291 -0.55824853037543964 1.1900342767038048 1.3219495754446193 1.0435199221399598 -0.19339974042607111 0.6851534687528501 -0.16653802144827617 -0.56960846659031006 -0.72883551589872997 1.8102157954851374 -0.47679213934780368 -0.73907921089384276 3.0526951078186486 -0.70750181669946921 -0.86006971077277528 0.59028473315215713 3.260624772979507 -1.4286078389683545 1.3789366748870187 0.38845619602581155 1.4538665454787782 1.2618360017849535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 8 12 15 -11 -12 -8 -14 -15 -10 -17 -9 19 -18 22 -21 -20 -4 25 26 -25 -27 29 -29
right_child=-2 -3 23 4 -6 6 7 17 9 10 11 -13 13 14 -16 16 18 -19 20 21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.0047950062807734905 -0.0015025835682784755 -0.0019163435412976786 -6.3569064711927495e-05 0.012689824056972474 -0.008829064738838939 0.03639028856984567 -0.012201341827718398 -0.028287271628053574 0.019681901613712187 -0.014124824590232324 0.018171478981745145 0.17603991835922611 -0.0026480972773040446 0.0018461208621557799 0.058661792503633452 0.017936473869096557 -0.018068268867905687 0.067607669458315187 0.017459072785719131 -0.0050989697739704807 0.055451036058888972 0.032228992454720849 -0.011806916008744454 -0.012997787718057062 0.027793957269177064 0.0013076726709225302 0.025562481047375619 0.0059367558462970656 0.020687135099389378 -0.0086972851645617522
leaf_count=9573 109090 41024 104192 788 7505 293 2342 638 1613 1466 110 21 1899 168 225 1173 319 35 306 220 64 574 2099 2994 432 57109 303 12162 1617 1577
internal_value=0 0.00278631 0.0105737 -0.0424367 -0.140762 -0.00570492 0.0527223 0.0357789 0.0550793 0.124215 -0.165724 0.87139 -0.0812914 0.0986722 0.683214 0.179616 0.101793 -0.440562 0.0105665 0.255305 -0.110894 0.432986 -0.148085 0.0176179 0.0423522 0.0393359 -0.179282 0.0461775 0.123289 0.089572
internal_count=361931 252841 211817 31431 8293 23138 13565 13272 12599 7965 1597 131 4634 2292 393 6368 4755 673 3582 1113 2469 794 2405 180386 76194 75762 3297 72465 15356 13739
shrinkage=0.05


Tree=3316
num_leaves=31
num_cat=0
split_feature=50 56 1470 651 58 540 282 568 453 1408 156 560 654 627 768 223 843 968 208 673 1245 224 1470 68 1381 905 1250 1362 848 151
split_gain=13.3017 24.6652 16.9314 17.2702 16.9494 17.8345 18.1978 16.4038 18.044 18.7696 16.8163 19.3018 16.1015 17.928 16.0626 17.3105 17.7571 16.521 18.6304 16.1886 19.0099 16.3833 16.6121 15.7891 19.737 17.3774 19.8802 17.3658 20.7104 20.0562
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 1.1107569744011787 1.0000000180025095e-35 2.2707766433665819 -0.5075850345492211 -0.93017519699905093 0.29273509868649572 0.33951978085083601 -0.083340223576547787 -0.85355445942099617 0.61490281608246311 -0.44638568871122664 1.2026019002871917 3.0701443829635378 1.858813923632791 -0.78536772057571935 1.26973433271266 2.3425733592650508 0.83537120181800761 -0.74904207921588883 1.2315066604171201 0.69836631878832012 2.7866493450571705 -0.626218791782991 -1.4041594778181734 1.0000000180025095e-35 0.40974670707416222 0.92512493785411776
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -6 -9 10 11 -10 -8 -14 15 16 -5 -16 19 20 21 -19 -23 27 -25 26 -26 -2 29 -29
right_child=23 -3 3 14 7 -7 12 8 9 -11 -12 -13 13 -15 17 -17 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00064120185517395117 0.0016364875619141574 -6.0448501091471683e-06 -0.0044640083657850023 -0.0030046624059768164 -0.039528489294915189 -0.049382818004009184 0.04005502037985989 -0.014104802281118892 -0.050974912518729057 -0.027034757542093099 -0.013855577005485077 0.060920122188127729 0.064549467238057309 -0.036136585405131455 0.039215027651083145 0.069379972591117528 0.023534866727447992 -0.0237864437518856 -0.057504052096779446 0.095139113468472841 -0.044498429560530468 0.036820609695508093 -0.055470509847842769 -0.0022717802303227471 0.063761521748141592 0.029603857061516643 -0.036062780883724443 0.0015317016957759372 -0.0046823989085496972 -0.0046633578045981484
leaf_count=319 100554 90457 66145 4882 161 44 414 400 27 82 76 149 21 78 337 43 283 103 83 23 93 293 36 33692 33 427 166 37854 16094 8562
internal_value=0 -0.0226883 -0.0641219 -0.0729196 0.142786 0.342707 0.409656 -0.0806964 0.0483087 0.408596 0.681277 0.992773 0.635596 -0.147626 0.0453952 -0.00667997 -0.0202309 0.329982 0.113078 0.243053 0.148254 0.336379 0.581211 0.00643309 -0.0380855 0.368383 -0.293659 0.0155997 -0.0159968 0.0076489
internal_count=361931 164549 74092 72321 1771 876 832 895 734 334 252 176 513 99 6176 5208 5165 968 631 548 525 432 329 197382 34318 626 199 163064 62510 46416
shrinkage=0.05


Tree=3317
num_leaves=31
num_cat=0
split_feature=1235 407 284 319 1358 1255 634 705 1467 636 212 1424 659 785 809 884 1400 269 1327 1315 958 417 1347 1104 1323 429 1039 71 520 700
split_gain=22.8569 26.523 31.5715 28.719 25.5585 28.9386 23.5315 23.704 23.199 22.8307 22.6335 22.5481 22.1384 22.6097 22.0049 21.9031 22.0825 21.6188 21.547 21.527 21.4784 24.7669 22.6799 25.9151 26.2733 24.8906 22.0007 21.6122 21.5224 21.9145
threshold=-0.94625487755706195 -1.2965003005540392 2.3447682495800666 2.3683501136148597 1.0000000180025095e-35 -0.02529690329106957 -1.3822626304572669 0.87723755459486374 4.0242090356330973 2.4129057422810987 -0.52779820472721928 0.78977704753698397 0.62821384419828064 2.9970139449733542 1.0000000180025095e-35 1.0000000180025095e-35 0.11082962913899368 0.24204918951595961 0.47284811975604335 -0.052070272763522017 1.313041538630376 -0.013500127260803059 0.67705179624153933 0.9406627910559664 2.4910939078174503 -0.72962342600816155 -0.68790952997395116 1.6997015678921501 1.0000000180025095e-35 -0.33133369986023969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 -1 -3 9 11 20 -7 14 13 -9 15 -6 -17 18 19 -16 21 -8 23 24 28 -26 -24 -27 -22 -30
right_child=1 3 -4 -5 8 10 7 12 -10 -11 -12 -13 -14 -15 17 16 -18 -19 -20 -21 22 -23 26 -25 25 27 -28 -29 29 -31
leaf_value=-0.0001544661559772095 -8.4208388597232169e-05 -0.00011338081302180026 0.00034699014880717642 -0.00015636689151792905 -0.00025462875149157341 -0.00012218677435610201 -4.6138123197974193e-05 6.3376826713470831e-05 0.00041522718034350678 0.00027243333311456635 1.9078790353515543e-05 0.00011312788012592496 -3.9215965811671967e-05 0.00035653431932141207 0.0001946987784127196 2.8128043668872875e-05 -0.00020692497777906427 -9.3976614113678106e-05 -0.00012708804488762901 -4.9176884571684542e-07 -0.00014053757386122209 1.2343267673077063e-05 -8.721850982663202e-05 0.00030029750388261894 -0.00062937515700572878 0.00072466686159755264 0.00038359166112294547 -0.0012804616343736232 -0.00011774291875836866 0.00016398725476241596
leaf_count=24518 34812 9769 815 7754 10019 10885 66448 38220 581 1329 15879 6826 10367 1176 6331 7404 4272 7948 3070 6655 4844 72095 581 1509 99 438 1665 32 2095 3495
internal_value=0 -0.00634223 -0.0722711 0.00170456 -0.0499857 -0.0892436 0.00570305 0.010163 -0.00875399 -0.00369853 -0.03687 -0.0157224 0.0509398 0.0738211 -0.038413 -0.113315 -0.0520169 0.00705709 0.0593079 0.102076 -0.00628916 -0.0148994 0.0741472 0.035201 -0.00306997 0.446453 0.268344 0.632787 -0.0297731 0.0619475
internal_count=361931 257543 35627 221916 104388 51282 214162 204393 53106 154630 26764 52525 49763 39396 45699 21695 11676 24004 16056 12986 153301 138543 14758 12512 11003 569 2246 470 10434 5590
shrinkage=0.000980392


Tree=3318
num_leaves=31
num_cat=0
split_feature=1097 407 1470 799 1455 1468 705 210 317 1441 146 1316 969 981 1468 1457 889 471 1456 791 854 797 936 470 1154 1434 485 653 746 1470
split_gain=26.5195 31.293 25.2403 24.6739 23.0017 31.9632 22.2833 22.1977 22.0796 20.6697 20.6354 20.4467 20.2486 23.0358 19.631 19.6241 19.5743 44.1231 30.4429 27.7446 30.9614 72.0532 31.1176 29.5039 30.3256 25.7813 25.6509 25.3068 23.8065 23.5023
threshold=-0.64966988391888181 -1.2965003005540392 -1.1417127449306028 -0.58454210970522613 1.3141790966806519 1.2465044061975814 0.26906888825360481 -1.5255039139934115 1.0000000180025095e-35 1.0000000180025095e-35 0.16984280499718415 3.082446281390649 -0.28244754295386582 1.5830758001197096 2.8970362673674974 1.339295830115254 1.0000000180025095e-35 -0.93081268283970298 0.9901232371825377 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 0.30310323293594316 0.66595742291584703 1.0000000180025095e-35 1.0000000180025095e-35 1.4180244646456936 1.4216543509230546 2.6418189434053163 1.5665957791123966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 15 6 9 -6 10 -5 12 -4 -3 14 -2 -14 -7 -1 17 -9 26 20 21 -19 27 24 -21 -26 29 28 -22 -18
right_child=1 3 4 7 5 11 -8 16 -10 -11 -12 -13 13 -15 -16 -17 18 19 -20 23 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.5615003840640831e-06 -0.00013255340586740616 -6.7500991994566881e-05 -4.9025138481278662e-05 -0.00019011937574684367 0.00012028457815819138 -0.00051970874822856983 9.6971993451967477e-05 -0.00018913973280990348 -0.00014725083936187547 -0.00012637452074796692 8.1412965877169152e-05 0.0015957401124282896 2.6257065804205919e-05 0.00057980845701094961 2.4048250682164081e-05 0.00024344226103243486 -2.5987680963601754e-05 -0.00010149403078278324 0.00015625737686001726 -7.5234816597918847e-05 -2.5092074459371411e-05 0.00032164352654921036 -0.00012940552082906659 0.00016581644569700196 0.00014456249945732282 -6.0381469776277676e-05 0.00016227193944578629 0.00014210055874328481 -0.00025661766468610032 0.0001525562027158036
leaf_count=10767 5692 10434 63352 4134 6608 922 21953 8767 16739 36609 6953 28 8539 379 505 1923 39268 3852 7408 13442 40601 3028 18122 5920 8039 3781 4374 4086 1815 3891
internal_value=0 -0.00646427 -0.0510255 0.0022024 -0.0648501 0.0538071 0.0515778 -0.00955566 -0.0827553 -0.0767371 -0.00601392 -0.258677 -0.0149446 0.0549949 -0.29909 0.0471049 -0.00604812 -0.0227889 0.0286633 -0.0113767 -0.0351744 0.0984018 -0.0507895 0.043367 0.00701137 0.0793469 0.00741445 -0.0219561 -0.0374163 -0.00979488
internal_count=361931 241217 120714 209868 108024 8063 39340 170528 31349 99961 17387 1455 14610 8918 1427 12690 166394 111453 54941 102686 71504 6880 64624 31182 25262 11820 47533 46502 42416 43159
shrinkage=0.000980392


Tree=3319
num_leaves=31
num_cat=0
split_feature=888 130 221 355 73 417 486 1038 832 484 572 28 393 1398 1410 369 1174 809 347 437 316 276 346 1288 1456 557 154 875 706 663
split_gain=13.5736 14.9708 14.7119 16.7931 22.1942 21.4703 16.9602 17.7869 16.4922 21.816 21.3891 20.2005 17.7993 19.0391 18.0204 17.7209 20.633 17.5901 17.3188 18.5942 19.7606 16.6695 19.888 17.776 19.1153 16.6448 17.0655 19.7452 17.6333 20.2588
threshold=1.0000000180025095e-35 3.2630020663441712 1.1974379133997839 -1.2249561663942752 2.6741347876668615 0.2024772175426359 1.3236664019234723 2.6144312795545632 -0.55570228183368064 -0.80072262751835011 2.484705740533462 0.88286420393433984 1.9306075413196593 -1.2626743955953443 2.0779146609102779 0.66895513355951464 0.91396358797953092 5.5934645977843536 2.6682845146303524 0.6969940432508801 0.51567104714933987 -0.11552567571440343 0.28576096366588094 1.3901882842073681 0.48268798061829216 -0.83646483202083599 2.1505363706176461 2.4182337862533374 -0.13759266591045169 1.4235955587541096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 -4 -6 -5 -8 9 -1 17 15 25 -14 -15 -12 18 21 19 20 -17 22 23 24 -11 -10 28 -28 -27 -30
right_child=1 -3 3 6 5 -7 7 -9 12 10 11 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0041802171392438404 -0.0021925188723752546 -0.025124046278238728 -0.0099327545560935204 0.0034290076525016785 0.086483713726570044 -0.060245476462145113 -0.0049342348360183527 0.059564111542644127 -0.0037220646536795009 0.0014074270894189665 0.0022373794991683345 0.042873812145874525 0.091787935652860447 -0.0054914591681558544 -0.030370449862462335 0.065765259672146692 -0.042586758067659741 -0.054702823604190542 -0.030798743698284808 -0.069098605714225367 -0.065704241515440784 0.0013028411551662556 -0.0073640154604212851 -0.011300704291206436 -0.0068954531520975639 0.0012699697285023955 -0.0084993065088214605 0.03878283721157029 -0.00071037426061906403 -0.0072847374119097254
leaf_count=19061 45560 638 2035 31078 48 21 3985 46 27426 21460 1789 237 36 8566 452 212 52 79 45 21 22 38443 8371 2252 4478 63858 4854 108 68725 7973
internal_value=0 -0.0489295 -0.000759603 0.0399565 -0.155196 1.06927 0.0511219 -0.0821426 -0.00692748 0.0165916 -0.000726271 0.219627 -0.0207106 -0.130018 -0.136821 0.145614 0.603848 -0.00722424 0.808784 1.00927 1.15556 -0.00610884 -0.0418609 -0.0143799 0.00104473 -0.0156342 -0.0064006 -0.145026 -0.00175401 -0.0270871
internal_count=361931 46198 315733 37213 2104 69 35109 4031 278520 96522 77461 2378 181998 9054 9018 2141 352 75083 300 255 234 75004 36561 28190 25938 172944 145518 4962 140556 76698
shrinkage=0.05


Tree=3320
num_leaves=31
num_cat=0
split_feature=785 834 1251 495 148 215 1242 278 904 968 11 79 1121 761 471 554 580 434 557 152 77 1246 500 1434 913 704 206 1331 1315 153
split_gain=13.26 14.3606 22.3844 18.8613 14.6928 16.3899 16.7674 14.4824 19.8489 17.0898 14.2316 17.8479 16.6791 20.5066 19.3959 21.6606 17.6463 16.5171 16.7124 17.2511 15.6488 18.2992 15.328 17.2711 19.1439 19.0301 25.1422 17.5699 16.5262 15.9082
threshold=-0.86283290253235112 1.0397244729360067 -0.67052155431329552 -0.53158196211617315 1.2277819425754857 1.3066115407697259 1.0563483502927766 0.43870647399588336 -1.045912985322226 1.0466759734333368 -0.20254272511266302 -0.44097468684777547 1.5847543623904816 -0.24008768067913414 1.6494270255275161 0.59442437037630158 0.36301472974781873 1.047029292470778 1.500552101800493 2.0568633722379759 -0.74988128505755725 0.44432243709144098 -0.51818939520811835 1.0000000180025095e-35 0.75188118486526301 1.2601467658442822 0.14486795971199085 -0.25408835693403636 -0.56024107129736278 0.82539146572009336
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 5 6 7 -3 -9 -10 11 12 13 16 -15 -16 -1 18 22 -20 -18 -22 23 25 -25 27 28 -12 -27 -26
right_child=-2 2 3 -5 -6 -7 -8 8 9 -11 17 -13 -14 14 15 -17 20 -19 19 -21 21 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=0.017393078001354114 -0.00049338341021041535 -0.0038010668939303348 -0.015041708030015928 0.0052306508514207437 -0.052896757772174431 0.030220714708048976 -0.062550336726040809 0.050259491741739916 -0.064457678984992814 0.04196557041744492 0.020895173658570229 -0.0043421025488468322 -0.019048854065089667 0.00081701868129435337 -0.012582530884341251 -0.11114626419728918 -0.049064549760240501 -0.0048301354574093016 -0.0044790314029888451 -0.089289795983920561 0.013738123846730253 -0.041104913832856214 0.010419381145097044 -0.00046374248534655061 -0.015514297454882905 -0.11467271935306911 0.021076688797226826 -0.00032533499848676732 -0.026555947207853661 -0.06838194096566412
leaf_count=2075 332372 590 769 2469 135 89 96 30 160 25 1044 5691 357 1960 84 45 86 1745 979 36 376 97 8083 1131 246 46 91 847 73 104
internal_value=0 0.0392786 -0.0778128 0.0147933 -0.348519 -0.25752 -0.351785 -0.249239 -0.761473 -1.03386 0.0595403 -0.00160916 0.0939908 0.128005 -0.038771 -0.881429 0.255633 0.104643 0.13228 -0.140148 -0.0949461 0.0603731 0.155775 0.0345775 -0.152885 0.161193 -0.497185 0.227747 -1.18355 -0.607326
internal_count=361931 29559 4363 3238 1125 990 901 805 215 185 25196 10771 5080 4723 2089 129 2634 14425 12680 1015 559 473 11665 3582 1481 2101 210 1891 119 350
shrinkage=0.05


Tree=3321
num_leaves=31
num_cat=0
split_feature=21 1462 1329 1173 545 1245 845 1254 354 1380 1053 1238 291 359 706 224 836 347 629 1444 1050 835 292 207 296 153 428 772 906 1414
split_gain=13.1748 20.402 14.2338 21.5676 18.3944 18.881 17.9885 22.5805 18.9258 21.5601 18.5737 18.8182 16.8622 17.5229 16.647 19.4181 18.0613 20.3177 17.8559 16.6609 16.318 17.2956 23.8276 16.2467 18.7383 17.6555 16.8547 20.9984 17.3607 16.8381
threshold=-2.9709283393608152 0.64216061943476632 0.7010378143867354 -0.066898134705249093 1.1137036782212404 1.967014779588945 -0.57359642581895798 2.3752063902524738 -0.029494584126105821 0.32222095732358019 -0.55300205722233542 1.3335791531818588 1.3237525676832842 0.64990177455998377 -1.3121371375162549 0.039903371998408731 -0.42508839903852441 1.9100152731290072 2.5016363472552743 -0.2659393061677045 -1.1195814601595198 0.39564957442494691 -0.47592200894918663 0.5051442680256597 1.1664682428939199 -1.5765839021461669 -1.4072680888183171 -0.65594322349727163 -0.10952340797254152 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 14 6 -6 20 10 -9 -10 -8 12 23 -14 15 19 -17 -18 -16 -4 -5 -22 -23 24 -12 -25 27 -27 -28 -30
right_child=2 -3 3 4 5 -7 7 8 9 -11 11 -13 13 -15 18 16 17 -19 -20 -21 21 22 -24 25 -26 26 28 -29 29 -31
leaf_value=-0.030361899729812798 1.5608635544247001e-05 0.021520721682328769 0.017536442176058355 -0.0096836493304309369 -0.014394558362055719 0.045029569012686621 0.0044625247736492747 0.043697143521962085 0.021663477150619562 -0.06989182371740614 -0.0092109206140531096 -0.01524723022446324 0.023320256531299294 -0.019766800145086253 -0.0051836196068991702 -0.02645853293943063 -0.0032605100778292199 0.064781638350961984 -0.033518518720441356 -0.0045863040020118111 0.0077342748787468836 0.10333065910001647 0.012826214652384952 -0.056824387763694695 0.0075476910799158184 -0.023329378945707011 0.015703398342337173 0.13612606989607187 0.010699074004110652 -0.018216471222492862
leaf_count=147 302596 659 1345 941 1786 67 5444 267 147 74 6047 3143 610 152 26933 622 693 54 353 760 5232 48 109 90 1242 46 1061 36 568 659
internal_value=0 0.284495 -0.00572968 -0.0420335 0.00757289 -0.232124 0.024617 -0.0144675 0.503719 -0.120677 -0.0285345 -0.0808215 -0.0406221 0.287825 -0.0889909 0.0675624 -0.17476 0.0650909 -0.111347 0.202388 0.134107 0.179127 0.906936 -0.0696105 -0.128657 0.0994637 0.133376 1.50628 0.103432 -0.101986
internal_count=361931 806 361125 58529 27769 1853 25916 19586 488 221 19098 13654 10511 762 30760 3474 1369 747 27286 2105 6330 5389 157 9749 7289 2460 2370 82 2288 1227
shrinkage=0.05


Tree=3322
num_leaves=31
num_cat=0
split_feature=785 727 728 333 967 207 427 672 1469 1466 1451 544 1452 1244 339 971 675 852 1358 746 21 706 284 1288 205 961 496 1253 272 243
split_gain=24.2428 20.7449 19.9424 20.7711 20.4389 25.9685 24.2608 21.6874 20.9458 24.4796 32.1926 26.7196 26.543 27.2363 26.0215 24.975 23.898 23.1938 25.3642 27.5418 24.2678 23.588 23.1327 23.0644 22.757 22.0879 21.913 24.0438 20.6768 20.3994
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0308016862606064 1.3545109027618707 -0.018020016259858058 -1.3213734904502978 2.8708663628362854 -1.0352100314532211 -0.22241172008597768 -0.0066164517430368063 1.0000000180025095e-35 0.25571642208767514 -1.0050754416022385 0.2268407935972768 -1.6081523170097118 0.44359160413691395 1.0747610123934368 1.0000000180025095e-35 3.6288968102052546 5.6334739196327623 0.52308859936781282 -0.38747523269249667 1.3901882842073681 1.0000000180025095e-35 -0.28238689466330313 -0.87794407319950574 -0.036319456462505749 -0.68315348007008714 -0.83313486429032935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 29 -2 -7 9 11 16 14 13 -13 24 -14 -11 18 -10 20 -20 22 -19 -23 -8 -17 -15 -28 -9 -6
right_child=2 -3 3 -5 5 7 8 28 17 10 -12 12 15 26 -16 25 -18 21 19 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.106627426693226e-05 -9.4059787722669579e-05 9.3865519222768794e-05 -6.3112379054007246e-05 8.0161744100215533e-05 -0.00036234154316178656 1.1797906715946331e-07 7.1129556730042143e-05 0.0025290471110578812 -5.742047329338341e-05 -4.582480594689726e-05 7.9902008308724241e-05 -0.00036178589163045409 -0.0010418196491646535 -0.00021528842558864601 0.00020608101305692506 0.00024425879937142866 -0.00033482397368667159 -3.5002563176061857e-05 6.9982590269780213e-06 -0.00041269338377418198 0.0012965674973214466 -0.00025449810053131876 0.00012809434766562308 0.0005419458153179392 -0.00017828246890629198 0.00064178650425339792 0.00048067513390433349 7.6214200584863564e-05 0.0002160149450508991 -0.00010761388097134123
leaf_count=12551 18323 17008 94191 5744 2612 9858 3914 32 54990 5624 7984 640 60 623 2753 1396 1693 6027 83804 618 49 1740 12497 188 2611 946 1083 1468 100 10804
internal_value=0 0.0437826 -0.022322 -0.0540785 -0.0117921 -0.0799717 -0.00509862 0.010458 0.00144977 0.0517313 -0.00881986 0.111157 0.219612 0.102347 0.0394035 0.385181 -0.114596 -0.00950079 -0.020495 0.00430286 0.00828389 0.0580338 0.0808955 -0.177887 -0.0343249 0.415614 0.174547 0.254659 1.19506 -0.151695
internal_count=361931 29559 332372 99935 232437 23406 209031 9990 190708 30795 15301 15494 6216 3814 9278 2402 7317 159913 139461 84471 83853 20452 18524 1928 6525 2342 3174 2551 132 13416
shrinkage=0.000980392


Tree=3323
num_leaves=31
num_cat=0
split_feature=1423 1361 131 858 1470 682 8 1465 1038 6 211 1105 153 120 1322 1450 1397 764 695 78 546 910 1452 794 702 838 484 496 1124 833
split_gain=13.1991 16.8563 19.1399 21.5446 21.4384 20.9715 20.4504 21.6531 17.7181 18.2566 19.9718 17.7105 17.2386 18.0118 20.6558 23.6302 19.8252 19.1482 18.9823 17.4521 18.9053 17.9012 17.1816 21.7834 18.3811 17.6174 23.4606 23.5017 22.8227 22.8807
threshold=1.0000000180025095e-35 0.55035703183932794 -0.37314326152536875 -1.0336692051997565 2.2722540408353908 1.3140755578960717 2.3258508616502627 2.7837215884679849 0.9744702418579434 2.1700102224353928 -0.85881692266411858 0.080591075269933574 -0.91068974075750087 1.0000000180025095e-35 0.40269486760601031 -0.4429405631277053 0.093249143846030877 0.31332455815599808 2.1771983208262475 -0.45719586490102954 -0.60246384342380399 0.39425343195388246 -0.76841635434299438 2.2041218380651819 -0.83437468354247191 -1.4199487417346923 -0.83207538481127841 -0.10106638838129735 1.6163952445771401 -1.3353372168052078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 6 12 -6 7 11 9 10 -3 -4 13 14 15 16 -5 19 -17 -16 -21 -22 23 -2 -25 -24 28 -28 29 -27
right_child=1 8 3 4 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 17 18 -18 -19 -20 20 21 -23 25 24 -26 26 27 -29 -30 -31
leaf_value=7.9015973619550611e-05 -0.0007831873130000462 -0.0062753538784970711 -0.0073289251240719836 0.041722466602256508 -0.026028682049685278 0.057250389362033929 0.04163219321670316 0.048394783924887587 -0.0077845072285914812 -0.019616105321756408 0.0063987275668195079 -0.027502017205494146 -0.00079342791078137207 -0.0031176557176857841 0.023929170499663525 -0.0072802518126882133 -0.0071955406111238922 -0.0038902689816056068 0.071914628567829347 0.10060906085902262 -0.028445931160139368 0.083761867115536945 0.012645157761242719 -0.021974377588756117 0.067253155156496866 0.0082490156788906834 -0.012374062471955992 -0.0009780769725243521 0.017879433282452679 -0.027693644205716163
leaf_count=287068 4579 2132 2085 402 795 44 90 79 2276 508 10050 1535 27296 1503 237 1055 213 167 40 110 49 37 763 62 127 386 8267 7038 298 2640
internal_value=0 -0.0358737 -0.0573256 -0.0237644 -0.00502275 -0.413353 -0.223542 -0.262775 0.0329901 0.0676386 0.0849731 -0.299751 0.00495747 0.166149 0.300308 0.155131 0.543192 0.684641 -0.0714888 0.932075 1.43428 0.534614 -0.122875 0.0271272 0.86658 -0.161754 -0.179913 -0.130055 -0.389835 -0.460813
internal_count=361931 74863 59897 35737 31948 839 3789 3699 14966 12690 12182 3620 31109 3813 2310 1710 615 600 1095 433 196 86 24160 4768 189 19392 18629 15305 3324 3026
shrinkage=0.05


Tree=3324
num_leaves=31
num_cat=0
split_feature=785 519 713 962 652 507 816 701 377 872 657 965 583 1029 697 450 590 761 1450 1469 392 746 1430 1159 566 751 485 773 792 585
split_gain=33.0022 26.5591 29.2093 35.1397 32.3696 30.5262 29.5284 28.739 29.0384 28.5652 27.9529 24.6147 24.2273 23.8587 23.3174 23.1748 23.0366 23.1646 22.7641 26.0119 30.4815 24.6209 26.4491 22.2986 22.3379 33.351 23.7095 22.6261 21.9744 21.9075
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.3714217264408297 -0.98896428961744431 1.0941628986121894 0.98567350059335823 -1.077677565945242 1.4210717172751071 3.0757328524286596 2.2603408215975165 0.10980254379742337 -0.99544907250003589 1.0000000180025095e-35 -1.0269385900995602 0.69231615738246322 -0.67541201360492764 1.9651948445941332 -0.35262914890079794 1.4550699066262183 4.2575473192899809 1.0000000180025095e-35 1.0000000180025095e-35 1.0078851103989419 0.80477017574484588 1.3125698612407326 -0.63848206815681707 -0.45145551542273804 0.6540212943698811 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 16 11 9 -3 12 -6 -7 13 -9 -2 -15 -14 -4 28 -8 20 21 22 -20 24 26 -26 -13 -28 -18 -10
right_child=1 7 3 -5 6 10 18 8 29 -11 -12 23 15 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=5.2524835969833343e-05 9.1099991810965174e-05 -0.00017512997230906708 0.00018451548112413915 -0.00011271983454436379 -5.9943183835392227e-05 0.00016741030616722834 -4.4699818791916328e-05 -0.00018737572485407841 2.9779493290197681e-05 0.00023866206643328869 -0.00039755664184676641 6.9912207315655275e-05 2.6246479289729628e-05 0.00023199909818963677 -9.6238047538370561e-05 0.00022065098795565977 2.7827600611591769e-05 0.00027164237678967422 -0.00017683668299015877 0.00035911127030622322 -0.0013947358859919899 0.00012979238565564213 7.5329878645219526e-05 0.00010323100884822378 -0.00040333700944599209 1.6842398879980321e-05 -0.0002778916240508693 -4.2126898859778793e-05 -0.000150709760030211 0.0004461491818123633
leaf_count=29559 15687 2525 4403 45726 147518 7248 15939 1759 880 1412 430 5811 11681 1241 9007 3246 16846 1471 4694 1294 80 7325 4063 3558 2433 1534 3113 5842 4179 1427
internal_value=0 -0.0234354 -0.0296778 -0.0411249 -0.0303308 0.0167593 -0.0421093 0.047752 0.0740985 -0.0575053 0.140403 -0.00596052 0.043788 0.0417296 -0.0521032 0.0709462 0.0411239 0.0123466 0.0159783 0.0694226 0.0457626 0.0518147 -0.0376417 -0.0621858 -0.0937887 -0.245146 -0.0521472 -0.121241 -0.00687635 0.296067
internal_count=361931 332372 310854 254950 209224 55904 182325 21518 18993 148930 7678 48226 16686 25935 10248 14927 26899 22496 33395 17456 16162 16082 8757 22291 18733 3967 14766 8955 21025 2307
shrinkage=0.000980392


Tree=3325
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 333 728 710 691 1470 1020 1189 281 1349 1377 1463 284 761 425 899 1251 970 1386 1313 1243 215 1151 499 1318 954
split_gain=34.4399 22.4343 21.4896 23.7626 21.8943 21.3926 21.3702 20.3298 23.7189 20.1557 19.8538 19.7691 25.105 19.9937 19.9451 22.2108 21.8743 20.4702 24.1113 20.5261 21.7121 26.2463 20.6352 22.0615 27.6695 20.5508 19.7516 22.8897 19.7015 19.7068
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 1.0308016862606064 -0.49008176997875957 0.76029184741838574 -0.3266635670241857 -1.3782462404802098 2.1590889378513896 -1.0096337021262032 -0.79262907424370466 -0.66495014148864307 0.9634719985062733 1.3753271246929319 1.2975518991191315 -0.72593305629871785 -0.72028440289776008 -0.17776462746751037 -0.55748662825000206 0.87410738009667177 -1.1084962089031156 0.54588968893869938 -0.33690783335533364 -0.27929915671122546 0.54378645269797976 0.30457043916936405 0.68206807788001977 -0.92790754870331005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 7 9 -1 -5 -9 -3 11 12 -11 -14 15 16 17 19 -19 20 -15 -22 -23 24 -24 -26 -16 -28 29 -12
right_child=1 5 3 4 -6 -7 -8 8 -10 10 28 -13 13 14 26 -17 -18 18 -20 -21 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00012113510588179415 -2.6165951611729843e-05 0.0010723518392500735 3.0892077600385097e-06 0.00014537425907128874 0.00045336759642302282 7.5477935336343339e-05 7.004023342432906e-05 -0.00044553268962501806 0.00015139488868332412 -0.00015855361648291105 -0.00033772732130392586 -9.3217427613135885e-05 -0.00021128122085428984 0.00015578641963753077 -0.000229605211244867 0.00067113013425730984 -0.00026676348962475312 -0.00029249178777792669 0.00022176137797505775 1.1431173872318388e-05 0.00070554577818097801 -0.00082192904006274945 0.005901558313827146 0.0007105728637662994 -0.0010758607008864367 0.0032032517574747542 0.00078196948391015043 -0.00066405093616453935 0.00062517385212812221 0.00017367649625803377
leaf_count=3396 190291 63 34551 5486 894 5744 26163 642 573 4349 609 77718 1509 435 1568 501 684 917 2381 539 621 32 21 36 29 31 239 96 342 1471
internal_value=0 -0.0270449 -0.0158846 0.0283938 0.135235 -0.0606365 0.0515785 0.0954964 -0.161007 -0.0710524 -0.0722996 -0.079262 0.0139602 0.0874371 0.135566 0.207312 0.15597 0.218407 0.100462 0.461402 0.656949 0.924947 2.13383 2.58605 3.47556 2.26927 -0.0993663 0.429811 0.13346 0.0473187
internal_count=361931 332372 232437 42146 7595 99935 29559 6701 1215 94191 94128 91706 13988 9639 8130 6227 5726 5042 3298 1744 1205 770 149 117 81 60 1903 335 2422 2080
shrinkage=0.000980392


Tree=3326
num_leaves=31
num_cat=0
split_feature=785 728 1309 200 1097 61 146 1303 1398 1088 1184 846 503 561 21 500 350 346 907 208 263 980 17 225 1456 1031 566 900 1462 1037
split_gain=38.0684 26.3368 23.4223 28.1342 33.1056 25.1577 24.4618 23.1589 22.5992 22.1887 21.9924 23.3349 21.0346 20.3463 22.4641 23.6685 24.1433 23.5193 23.2922 25.5005 22.3391 25.2828 20.2929 20.2762 20.2683 22.0738 23.1626 19.9697 20.9387 34.0502
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 -0.67281916063428748 -0.95342879297703587 3.2658335243644596 3.0783482178314734 1.7160994611581364 0.044858320589037236 2.7639737144699819 0.32136284863636239 0.35885439231009797 -1.0623488931534213 0.060847979350058673 -0.13431221002227373 0.92431294269376885 0.047530787284010313 2.3692614425069878 1.3679504774085902 2.0903622632335481 1.6445160113075163 3.305643132510093 -1.123514245795078 -0.44588581070360206 0.05910319601210149 1.3639589500853952 2.7362415054757689 0.5531591753938232 0.082549642724416797 -0.32965459033463562
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 12 24 -8 10 27 -12 -2 14 15 17 -17 18 19 -6 21 -15 23 -9 25 26 -5 -4 -29 -30
right_child=2 -3 9 4 13 -7 8 22 -10 -11 11 -13 -14 20 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00013519125749709036 5.9709838793478442e-05 7.6602834693202017e-05 -4.982338965293853e-05 -3.184377100273717e-07 9.911636161984227e-05 -0.00049719906119791071 0.00013413163567607938 0.00068885372423642432 0.0013030641104828048 -0.00024150176688145388 6.8143819594445359e-05 -6.581651605442251e-05 -8.9688063764085929e-05 -6.2908742133803563e-05 -1.4170426674264415e-05 -0.00022538285232811452 0.0001039511053818125 -0.00030277474287747591 0.00032277304711604755 -0.00031558139990883397 0.00014832394936951744 0.0011003666194646993 -0.00039588499039650525 -0.00053083759999981485 -0.00019523553680566249 -0.00013469110671906852 0.00061764346816792269 -1.4385937193076698e-05 -0.0001479121756155039 0.00023556897882508912
leaf_count=3396 6375 26163 38899 15277 19075 1103 269 213 94 1821 32004 8124 77185 39797 41775 2942 2077 935 2138 902 2222 72 2755 171 7556 11622 274 11396 1353 3946
internal_value=0 0.056053 -0.0265689 -0.0407776 -0.0227644 -0.0803301 -0.0755599 -0.0914976 0.488227 0.000967256 0.00537063 0.0445083 -0.0791105 -0.00501219 0.0177806 0.0678943 -0.0833014 0.0966518 0.109334 0.0854497 -0.0464105 -0.0611686 -0.317365 0.241962 -0.0730869 -0.0418619 0.0141296 -0.0226979 0.038211 0.145726
internal_count=361931 29559 332372 234829 149803 85026 83923 37868 363 97543 95722 40128 83560 111935 69844 28069 5019 23050 22115 19977 42091 39869 3139 384 34729 27173 15551 55594 16695 5299
shrinkage=0.000980392


Tree=3327
num_leaves=31
num_cat=0
split_feature=181 49 745 145 1463 1451 846 21 540 954 625 485 285 624 220 423 1048 1454 11 347 50 294 1039 292 675 745 81 1396 497 369
split_gain=13.4159 15.4595 18.4333 19.8384 17.4969 24.8894 19.6004 19.4368 18.6889 16.9315 16.7942 19.6175 18.0976 17.5429 17.3486 22.6313 18.0648 17.1031 20.0435 19.4049 17.9463 25.6027 20.0579 18.9758 18.6413 21.1351 17.7665 17.7014 17.3811 16.7662
threshold=1.0000000180025095e-35 1.1349154245379338 1.0191313245711819 0.5824035722025257 3.3344277704427654 1.9426791395236267 0.92759726108368712 -2.9709283393608152 2.9110317759397999 6.099786963134739 -0.62986742719858591 0.94578963118733916 -0.76769253991054776 1.3424792232795466 -0.47454553910289915 -1.041529603941888 -1.280536572052146 -0.94795818613911831 0.090580051091184582 1.5768363639844767 1.4829784501753427 0.95975581929843623 2.0184285337613277 0.62708124368362306 1.3006397995630099 1.0000000180025095e-35 1.9295410005980844 2.1257194435742996 -1.0215712635438232 0.2313107406515203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 7 6 8 -1 -6 -9 11 12 13 14 -3 -16 -17 18 19 -12 24 26 23 -23 -19 27 -22 -26 -20 -13
right_child=-2 2 3 -5 5 -7 -8 9 -10 -11 17 29 -14 -15 15 16 -18 20 28 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.022649371034899859 -0.0018558486827271736 0.0018003798299326115 -0.003960199860644188 -0.021306102448635775 0.0074829298725423866 0.022930444307644397 -0.0248531178856208 0.00015244609915650753 -0.045443811573800508 0.028305796849211112 -0.016654655007957854 0.0074410785335462361 -0.0030402002478389315 -0.01297415881898566 0.061993599131804147 -0.026000445882272849 0.023269098573000042 -0.0061610887348832952 -0.058860348512316918 0.071728919638806773 -0.0014062749782990968 0.033733264424709468 -0.073391786795998074 0.1182501068024001 -0.0063113056231466173 0.029498896410019029 0.064241219153805429 0.08075665536685793 0.04437616005204198 0.035593217960678034
leaf_count=500 75166 888 3007 1662 2240 848 348 246163 78 190 384 986 5894 383 147 132 647 18798 58 35 1286 199 30 30 737 376 45 28 296 350
internal_value=0 0.00104157 -0.0467856 -0.194099 0.00702972 0.157512 0.0488053 0.00460602 0.113073 0.00368786 -0.0259529 0.0554401 0.010011 0.186273 0.280979 0.487606 0.325792 -0.0651632 0.316046 -0.109306 -0.0777964 0.141339 0.775075 0.941888 -0.101621 0.176724 0.0214858 -0.0523291 0.729698 0.307844
internal_count=361931 286765 36398 4669 250367 3514 2666 246853 2318 246353 31729 9427 8091 2197 1814 926 779 22302 773 419 21529 1590 259 229 19939 1141 1331 765 354 1336
shrinkage=0.05


Tree=3328
num_leaves=31
num_cat=0
split_feature=519 858 712 933 588 140 369 413 641 978 216 9 1407 927 651 539 1254 434 208 1329 355 141 414 211 1256 978 141 1043 1039 1167
split_gain=13.2197 33.6805 28.6329 25.7914 23.2905 19.6141 19.8412 21.0392 19.3016 19.0799 18.7863 18.5529 18.208 17.6518 17.6472 17.5222 17.4572 17.3471 17.1604 18.5717 18.1559 29.4429 18.4905 20.4011 16.6776 16.6619 16.5622 16.526 20.548 16.4716
threshold=2.1420547332082829 1.0825608069246189 1.0000000180025095e-35 0.68806224955729689 0.71188872395471614 2.5551795015913492 1.106599526467509 1.0000000180025095e-35 -0.58108967935986133 2.182877356763115 -0.36862725756597975 1.634713297566835 1.9153824501137493 1.0483613175537825 -0.9964111233105486 0.6695026854463163 -0.038235199000448299 2.5011865743550508 0.88081114289233364 2.6293439955166282 1.4218347872305723 -0.95495316000138197 1.8572563825722703 -0.21657180454497479 -0.45542709118529007 -1.2490984169462365 -0.44383009120154709 1.1340291073941886 0.09239891315647368 -0.37779302995283986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 6 7 11 16 13 -11 12 14 18 -4 -3 26 -5 20 -20 22 -22 -2 -24 -13 -15 -8 -16 29 -29
right_child=1 15 3 17 -6 -7 8 -9 -10 10 -12 24 -14 25 27 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00046860201563255323 -0.0018929316715454497 -0.028173160213783018 -0.022110595434071501 -0.0043877663684795884 0.019791912729066951 -0.036101291671131561 -0.021309734345480027 0.014643924036005593 -0.022205490192154339 -0.0090016781415232054 0.030922510067749244 0.0071600458087394282 -0.025206898016189607 0.05370044383798659 0.012882202572006705 -0.0051373037270049373 -0.019408735053134452 0.044805790318438538 -0.016216345273540902 0.076753454827681214 -0.031549789555187641 0.029962938860789153 -0.00047049453658562946 0.061708668476375399 -0.054275330733328464 -0.019429997468636887 0.062538803704598314 0.024570840238644854 -0.074592780570755857 -0.031457960899960925
leaf_count=338398 5291 501 233 2247 2032 119 39 3648 453 201 362 85 206 39 2140 2308 96 75 1128 30 143 483 132 106 118 948 86 125 53 106
internal_value=0 0.0435103 0.0732485 0.139331 0.189077 0.136182 0.149659 0.184313 -0.193288 -0.0225589 0.345383 0.0565063 0.0995054 -0.050649 0.145823 -0.177181 0.308963 -0.0543827 -0.0137291 -0.276351 0.0294146 0.379853 -0.0104131 0.566361 -0.56304 -0.329412 0.799667 0.195441 -0.280889 -0.0175052
internal_count=361931 23533 20724 11861 9539 7507 7388 6714 674 8863 563 3066 2863 8300 2657 2809 221 2322 7313 1158 6155 626 5529 238 203 987 125 2424 284 231
shrinkage=0.05


Tree=3329
num_leaves=31
num_cat=0
split_feature=785 120 1010 404 1160 1466 1466 1463 21 21 1181 496 671 898 1047 986 1451 1307 417 276 568 1030 353 559 777 728 1244 633 212 693
split_gain=32.3031 23.6915 28.0033 26.0601 24.8157 23.2723 29.3099 40.0637 43.4342 24.9253 23.1322 22.4414 25.0692 24.3439 25.298 24.8365 24.4478 24.0525 23.1056 22.6055 27.6509 23.9839 21.279 21.0209 20.313 19.9857 19.8754 19.8401 19.5932 19.4855
threshold=-0.86283290253235112 1.0000000180025095e-35 3.0713252103476614 0.76881834321921005 1.6806596530386535 0.37829601484295772 0.33394102906587103 0.26178017910560175 0.81122649975724037 -3.2545899522946695 1.2997001116531657 -0.52318489920737588 2.6425086185778714 0.011730715345155454 2.264868627366154 4.2474029708048535 -0.029506737468258704 -0.69391358866071406 -1.4397656118118147 1.8793836069301382 -0.64427122235540157 2.7042904249467168 -1.0384423341363596 0.064400560137788915 -0.5766656832301712 -0.49008176997875957 1.5273156526398075 1.6254498913797 -0.80311105305576103 0.91627594487345432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 5 3 10 -5 6 9 -8 28 -2 -3 -11 13 18 15 16 -15 27 -13 21 -21 22 -20 24 -7 -1 -16 -14 -9 -18
right_child=1 2 -4 4 -6 23 7 8 -10 11 -12 12 17 14 26 -17 29 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011707985212951256 0.00073689564838781794 -5.3966312518530339e-05 0.00027927301401672346 -0.00015628636988401209 0.00023137620154480218 0.0001592782770253209 -0.00048260004459312641 -0.00052053459468153287 -0.00084950783253285678 -6.7608555687381574e-05 5.6734745291322143e-05 -0.00021724875143631998 -0.00038929122654859255 -1.8391406886860167e-05 0.00027121076654001525 0.0010865830908667689 -0.00018446095956438789 5.177544745178792e-05 0.00017526024661153463 0.00055176600377353452 8.7198950867283363e-05 -0.00022208156833686163 1.8132625405377204e-05 -3.3784175130030155e-05 3.1233027660252578e-05 6.801127281730241e-05 -0.00082953658192805205 0.00052248189026886664 0.00047282846514266555 4.412020636330755e-05
leaf_count=3396 211 93035 1111 22379 970 7686 1774 125 208 44692 10747 2470 1746 23755 1585 105 10944 1170 4999 825 2226 2782 55524 16617 21612 26163 94 93 582 2305
internal_value=0 -0.0260578 -0.0531267 -0.057075 -0.139131 -0.0114185 -0.0250792 -0.266936 0.0939365 -0.0209842 -0.0417639 -0.0220928 -0.00561546 0.000465035 -0.0477648 -0.0612838 -0.0644853 -0.197373 0.0246855 0.0314482 0.217508 0.0224499 0.0299295 0.0324867 0.0665875 0.0501523 0.220836 -0.34286 0.33272 -0.145312
internal_count=361931 332372 128242 127131 23349 204130 158215 2689 915 155526 103782 155315 110623 107614 38788 37109 37004 3009 68826 66356 3051 63305 60523 45915 29298 29559 1679 1839 707 13249
shrinkage=0.000980392


Tree=3330
num_leaves=31
num_cat=0
split_feature=785 519 728 872 678 701 377 533 900 208 1452 1470 1465 634 561 689 1469 908 583 332 533 450 759 339 1465 150 1373 1313 6 585
split_gain=24.5713 20.3274 27.807 29.4825 29.1515 27.093 27.0571 25.4929 32.0818 24.9293 24.564 45.0937 25.4684 24.5029 25.7915 24.3685 23.4478 23.2163 22.7662 22.6695 24.6087 22.3488 22.2212 21.954 27.6705 23.0696 23.5971 24.0036 22.8667 21.7967
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 3.0757328524286596 0.34708990927187483 -1.077677565945242 1.4210717172751071 1.0000000180025095e-35 0.54117268135534224 0.22742018399418559 0.4926003403048807 0.82151526813113451 0.28325886342528439 -1.328187176110053 -1.097318156174292 -1.1110989058077336 1.6911153983873026 -1.4446427012740177 -0.99544907250003589 1.0000000180025095e-35 1.0000000180025095e-35 0.69231615738246322 0.46683225090780039 -0.63586223425159905 1.4270952891077759 -1.1769467878382101 0.55446281419859778 -0.84422345066265148 -0.84233504217864252 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 7 -3 18 8 -4 -10 23 16 -13 14 -6 -9 22 -15 -7 20 -19 -20 -12 24 25 -2 28 -28 -27 -8
right_child=1 5 3 -5 13 6 29 15 9 -11 11 12 -14 17 -16 -17 -18 19 21 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=4.3669219825268982e-05 0.00037216505277683844 -0.00017614486600401138 -0.00013764403942385708 0.0001708699424965861 0.0002087317130176719 -0.00018743793401692919 1.5485973026450023e-05 5.2371589472066811e-05 3.9589012447139426e-05 -0.00017242132414868554 1.6184543020917307e-05 0.00057603108875984069 -0.00069540698455535866 -0.00025343383230090431 -0.00034484989536027739 -5.3648686869409581e-05 -0.0007600753120072727 -0.0001034070477120887 1.9324381035616118e-05 3.7810155437366475e-05 1.5575246097568633e-05 0.00021074885803094211 0.00023732280475774714 -5.0133393692991716e-05 -0.00027566208259417025 0.00020006465782511379 -0.0002505940275676021 0.00017373153813310152 -9.1996356695658719e-05 0.0004314351296597901
leaf_count=29559 1219 2525 54830 2933 660 1759 880 12361 13059 5275 8994 1069 98 2471 3093 81383 267 22200 11681 36146 17260 3246 2611 27720 1163 1764 712 6589 6977 1427
internal_value=0 -0.0220186 -0.0274836 -0.0391155 -0.0423082 0.0403751 0.0660209 -0.0625991 -0.103459 -0.0139411 0.01613 0.0994742 0.503712 -0.00861038 -0.230915 -0.0391532 0.0582633 -0.00173159 0.0367156 0.00408576 -0.0391731 0.0631182 0.069715 -0.00940808 0.0501491 0.0730963 0.0509836 0.138317 -0.0341267 0.280744
internal_count=361931 332372 310854 251671 248738 21518 18993 166908 73164 18334 59183 13039 1167 81830 3753 93744 11872 78077 16686 75606 39460 14927 11605 46144 18424 17261 16042 7301 8741 2307
shrinkage=0.000980392


Tree=3331
num_leaves=31
num_cat=0
split_feature=785 728 1076 1004 1061 896 969 629 1107 1457 499 771 293 900 635 423 1173 1118 1050 623 833 1317 840 843 3 694 590 917 207 1459
split_gain=13.5308 14.4133 14.1378 49.3024 40.3756 24.3996 21.9694 20.3743 19.6721 19.4 19.0939 19.0848 17.9376 17.8266 17.5643 17.1933 26.6302 25.384 21.3189 22.1983 17.5121 24.3263 20.1654 18.1898 17.728 20.3601 17.1929 17.1722 18.547 16.8012
threshold=-0.86283290253235112 -0.49008176997875957 -0.58297395077464731 0.59444477453878863 -0.87357009987099121 -0.65443709756037149 2.0231898336833463 0.66519770233918629 1.077077315284823 2.1945478349411114 2.3896490824837051 0.86609626263537787 -1.708196378441061 -0.070138514607184413 -1.4749991789727048 -0.28668657270218739 -0.57873447298518998 3.0990573678684377 -1.3099428476523662 -1.2261511582959648 -0.32081804294057098 0.45649743249478331 1.3089643436484788 -0.0048716475813826406 1.0243063203012672 0.094546886669488614 1.0000000180025095e-35 -1.0513680567182604 0.28808674582209381 1.6998021173033007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 9 8 10 15 -7 -9 -6 -8 -14 18 -17 -18 19 -2 -20 22 -22 -23 -24 -26 29 -21 -29 -25
right_child=2 -3 -4 4 12 7 13 11 -10 -11 -12 -13 14 -15 -16 16 17 -19 20 27 21 23 24 26 25 -27 -28 28 -30 -31
leaf_value=-0.0052557197341679589 -0.033166779731637792 0.0028036616681957408 -0.00087949347505080822 0.0027277685164382396 -0.07146174066995517 0.020395839698270191 -0.0023284422201778404 0.041342911923544307 -0.01066068417496826 0.010722468617893492 -0.042039846415025416 -0.0069302597456215951 0.040599675381648437 0.018224816125119024 0.0012345265729397739 -0.010600155682568828 -0.001767758112561954 0.074120454470061728 -0.0037915772250736524 -0.021129676538126477 0.0078127279321601791 -0.017554396995875781 -0.014348039346108638 -0.01037270147463442 0.043292930987731626 -0.058801477164858007 0.014104334238959593 0.04195309636145781 0.12610705540896155 0.04221688482480191
leaf_count=3396 81 26163 271345 1348 55 2191 877 654 315 1549 68 99 197 1245 6071 6580 18258 49 8722 44 8065 1171 966 1305 112 30 734 132 38 71
internal_value=0 0.0396278 -0.0100092 0.0215849 0.154794 0.303642 -0.0108165 0.401226 0.305746 -0.021851 0.375264 0.697082 0.0334181 0.20588 0.0433805 -0.0312416 -0.0750525 -0.0302194 0.0154305 0.638602 0.0070277 0.0596388 0.117582 -0.111228 -0.166604 0.503586 0.0106503 0.953373 1.23948 -0.142873
internal_count=361931 29559 332372 61027 10998 4675 50029 3327 2574 47907 2259 753 6323 2122 6268 46358 24887 18307 21471 295 21176 12454 9173 3281 1108 142 2110 214 170 1376
shrinkage=0.05


Tree=3332
num_leaves=31
num_cat=0
split_feature=652 816 694 817 346 1136 75 1077 729 316 1245 1368 1359 560 406 1242 830 557 696 495 899 9 982 984 93 492 508 565 1393 1115
split_gain=13.2729 18.0445 21.87 20.2474 20.1151 19.1448 19.2847 20.4314 19.2067 18.4462 18.0819 17.9642 18.3468 21.8248 17.8974 19.377 17.5465 17.488 19.1199 21.2229 19.2824 22.4704 20.7502 18.8286 19.8463 19.8884 19.8122 18.0703 18.064 17.9815
threshold=-0.98896428961744431 2.2619250002047715 -0.20207847585929431 1.0000000180025095e-35 -0.68474203202350692 1.0000000180025095e-35 -1.6092868317144038 0.5007251690472273 -1.3542573421150148 -0.59883289487823765 1.1925211252989063 1.0000000180025095e-35 1.8113258030550952 0.9916469008219172 1.0000000180025095e-35 1.2504751814864565 -0.8428846911749347 1.2779790604841763 0.072332785419931531 1.8396673146700155 0.114017345223776 1.1763981577249829 0.18385117050774574 -0.55058946993464697 0.66658682509258882 0.48268257124726849 -0.93667083388831573 1.196416992360805 1.6427227388533767 -0.11419249256253279
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 17 -3 8 -7 -8 -5 -9 -4 -2 -13 14 -14 -16 -17 18 19 20 21 -1 27 26 25 -25 -22 -23 -26 -19
right_child=11 2 10 5 -6 6 7 9 -10 -11 -12 12 13 -15 15 16 -18 29 -20 -21 23 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.0044981284524376183 -0.0013180119233269429 0.013585902185960881 0.016258774663595727 -0.054650495930553523 -0.032605590791058639 0.048338077124959675 -0.017689466471395278 -0.048892200271590303 0.000835342707127571 0.016215874770255857 -0.069574511784326679 0.00079213717622465579 -0.0084375659174400382 -0.022258620948960486 0.0029074658361259655 -0.06478228611745708 0.069806491809541363 0.0018936958683240298 -0.0010785801102774042 -0.0096840647811026418 0.022754107018919407 -0.0087506963533015222 -0.033614038672082229 0.021570771385493404 -0.0044212598714695106 0.0035560281248593652 -0.0051749799068971291 0.040147735188095258 0.06662601666561993 0.016894192575297576
leaf_count=7822 188762 121 330 81 573 71 2387 84 8530 488 33 120959 3248 926 2032 27 96 1789 12496 1191 414 733 433 2781 833 1057 1439 105 43 2047
internal_value=0 0.0305728 -0.246765 0.0378197 -0.471293 -0.0482274 -0.218737 -0.251249 0.00566406 0.157896 0.179282 -0.0108401 0.00979772 -0.116275 -0.0560314 0.114521 1.04241 0.0647135 0.045704 0.0942113 0.115865 0.046711 -0.246225 0.20393 0.275298 0.342321 0.014494 -0.0327731 -0.0174235 0.202722
internal_count=361931 45881 1057 44824 694 11641 3030 2959 8611 572 363 316050 127288 6329 5403 2155 123 33183 29347 16851 15660 9093 1271 6567 4714 3838 1853 838 876 3836
shrinkage=0.05


Tree=3333
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 983 1154 1434 1148 1459 1467 1191 1050 1173 139 910 632 208 770 1470 54 691 83 462 1089 894 1138 120 843 1111 83 1052
split_gain=13.2653 27.4504 18.997 17.5484 17.0425 18.3308 21.1664 25.3953 29.7745 20.4471 18.9209 20.3743 18.4614 18.1309 17.8807 23.7027 20.2386 17.3871 17.2903 19.8983 19.2161 17.2338 22.9767 20.5117 20.2818 20.9005 21.2606 22.4543 19.2465 19.0357
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 -1.1176485375084806 1.0000000180025095e-35 -0.42195508979895918 0.85514867284464147 1.7525702937073808 0.17313111249397309 0.5099920227348671 1.8262610112922759 1.0393287899643011 -1.0944138924738478 -0.1754310917935917 1.7516076145165431 -0.93546015356858969 -1.046090655374553 0.1749903802955422 2.0367191565872536 -0.43970858734176738 -1.373504721801915 1.0000000180025095e-35 1.3034552812289562 0.28715740385899557 -0.55336858042538795 1.0077541972150732 0.47760532770756586 -0.5903657644985506 -0.81113128571445514 0.57407802129605312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 10 -9 21 12 -12 13 -8 -11 -16 -17 -14 19 20 -19 -7 -23 24 -24 26 27 -26 -28 -29
right_child=-2 -3 4 -5 -6 9 7 8 -10 14 11 -13 17 -15 15 16 -18 18 -20 -21 -22 22 23 -25 25 -27 28 29 -30 -31
leaf_value=0.021798749629181709 0.00035316724141428747 0.00013906883976707018 -0.011840228803819436 0.0011036360468023392 0.0014571529852284125 -0.0036700394181100587 -0.025801374239740105 0.063175232392568684 -0.013555170076812832 -0.012332559722351812 -0.045343475193369509 0.037801469638448285 0.0024791606469770798 0.058525517635967077 0.1395666566485273 0.081893215325524377 -0.012056435465434456 0.093586618987680836 0.041905531605346678 -0.0043743325776273451 -0.038096114752358558 -0.00094293740997878717 -0.018278893577387222 0.0016640784034999388 -0.027236342134361963 0.08367658991287695 0.11882118623136576 0.011710194102133052 0.037456274376441299 0.080001038838053623
leaf_count=519 197825 89389 16147 2785 8249 25432 84 139 128 6921 289 48 2734 120 33 56 214 23 65 946 597 7192 157 975 183 106 45 240 216 74
internal_value=0 -0.0219575 -0.0634327 0.0898068 -0.075835 -0.0933909 -0.168102 -0.0354011 0.63767 -0.0624208 -0.0830427 -0.644696 -0.0374947 0.705213 -0.213034 0.47202 0.190631 -0.0738282 -0.289839 -0.354479 -0.686761 -0.038181 0.0632482 0.288308 0.530299 0.663048 0.523794 0.2079 1.03936 0.576476
internal_count=361931 164106 74717 3304 71413 63164 21320 5173 267 41844 4906 337 4569 204 7224 303 270 4365 1631 1566 620 34620 9188 1996 1021 864 758 497 261 314
shrinkage=0.05


Tree=3334
num_leaves=31
num_cat=0
split_feature=470 464 592 223 310 449 426 1043 1229 14 1212 841 140 634 422 169 1381 552 970 966 1385 705 80 362 822 779 430 1105 771 1457
split_gain=13.1784 23.993 18.3275 19.4046 20.4496 24.4156 19.463 20.8215 19.1506 20.582 30.7035 21.8331 18.6753 19.0502 18.8746 20.4747 18.5541 24.5683 18.5507 18.2637 18.1563 17.3492 18.1156 19.5682 19.0732 17.319 17.1972 17.1472 16.6892 17.2362
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.59494694347224619 1.568233825846985 1.0000000180025095e-35 1.0000000180025095e-35 -0.43303112775000424 1.1985752104141596 1.0000000180025095e-35 1.4729201770416605 0.27908802249394044 -0.75102799135716192 0.67196660454318624 0.69964236191047335 -0.89235106166905798 -0.99423360622682078 3.8553965159476546 -0.36942547815810173 -0.68903569641304141 0.6489474707141375 -1.3642180777151331 1.7937734320387331 -0.84853323188822205 2.4165183318804084 1.4197974596599032 -1.2537947862315675 -1.1723169288760449 -0.46899657152168461 2.6410045071798245 0.27908675490004514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 16 -8 9 21 11 -11 -10 14 15 27 26 -18 -17 -13 -9 22 23 -6 -25 -24 -7 -14 29 -5
right_child=-2 -3 3 28 8 6 7 20 12 10 -12 19 13 -15 -16 18 17 -19 -20 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011411666262069111 0.00036430904605206987 7.5300866149119455e-05 -0.010618633756301225 -0.018836443036978803 -0.019367647540719089 -0.046266978787901349 7.8573810455893716e-05 0.13167616425407438 -0.00056513833737390211 -0.048752515390461854 -0.034626821595118061 0.1024437690631978 0.11024484274181222 0.02824944682940729 0.0012021204386529411 0.050788862635190557 -0.055974472107786527 0.2429781480168558 -0.023483927647785268 -0.011574098848107528 0.020785920973151593 0.034872270828794516 0.036625743261554114 0.011475428212393585 0.18144688760674724 -0.004191928202630606 -0.0085141036835316968 0.027074774725365094 0.028745284068738015 0.00059206401321588531
leaf_count=14828 191352 89765 17029 4264 3079 398 6356 26 9449 47 121 107 66 629 2033 93 20 20 184 31 500 238 195 63 27 16066 3451 84 111 1299
internal_value=0 -0.0216334 -0.0603165 -0.0822889 -0.0676563 -0.132001 -0.0288633 0.0516262 -0.0240996 -0.0852257 0.640788 1.24031 0.0479035 0.205789 0.108451 0.630065 -0.21631 2.34001 0.135135 1.61225 0.512548 -0.0972722 -0.106703 -0.342367 1.1813 -0.0731019 -0.23504 1.32291 -0.249402 -0.281092
internal_count=361931 170579 80814 65986 60312 27800 10771 6882 32512 19974 306 185 12538 3089 2460 427 3889 40 277 138 526 19668 19430 3169 90 16261 3849 150 5674 5563
shrinkage=0.05


Tree=3335
num_leaves=31
num_cat=0
split_feature=728 744 1100 800 791 519 714 138 519 666 1182 775 513 467 678 281 6 355 485 1053 1249 872 993 804 21 215 332 1065 768 470
split_gain=31.6481 24.958 23.5813 24.3939 27.529 33.7548 31.4689 29.3071 29.1968 28.5553 28.3208 25.595 25.4056 25.3474 25.2671 22.8998 25.2285 22.89 29.1351 22.1591 21.986 21.5943 24.1426 22.7139 22.0635 21.5338 21.209 27.8051 21.1366 23.2142
threshold=1.0000000180025095e-35 1.3025484894158337 1.6293515030253838 -0.57812715656594349 1.0000000180025095e-35 0.65569131416984383 1.0000000180025095e-35 -1.2430830663240875 2.1420547332082829 3.1569310267559065 0.073158326182919689 2.0122105609356695 1.0454229551509682 1.0000000180025095e-35 0.34708990927187483 -1.1763491721892991 -0.63703759295199791 -0.41434844624859435 0.20697061755088167 -1.0685234538410433 0.280204087680616 1.9643541136160632 -0.89727091510114898 0.45538871002063286 -0.70163543588998201 1.4488263587503545 1.0000000180025095e-35 1.0000000180025095e-35 -0.11563839736555788 0.66595742291584703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 25 6 10 12 -7 9 14 13 -9 17 28 21 -15 -17 19 -19 -5 -12 22 -8 -23 -24 -1 -16 -28 -6 -30
right_child=1 -3 -4 4 5 7 8 11 -10 -11 20 -13 -14 15 26 16 -18 18 -20 -21 -22 23 24 -25 -26 -27 27 -29 29 -31
leaf_value=3.0271519988183685e-05 -7.0299504454699921e-05 4.1586811383567557e-05 -7.369890162022123e-05 -0.00056171546350282321 0.00014874035760976823 -0.00026470314441924677 2.6912253919400821e-05 0.00016783969801257155 7.4672892541137264e-05 0.00022303333304070103 -1.5791811675595271e-05 -0.0011451905908750816 -0.00013281233896229706 -0.00020937314950751339 -9.2957167722020501e-05 0.00033244589211099999 8.7865589245547809e-05 -9.0706447658164967e-05 0.00011264362105924866 0.0001420783346313163 -0.00017963262260160096 -9.3320676711020032e-05 -4.3933785286826086e-05 0.00039833578951807368 -0.00018224144880891663 0.00019906371647787283 7.9922465230510567e-05 -7.1377551985493939e-05 -8.7710470236781817e-05 0.00012025277277021204
leaf_count=41369 98011 11079 32810 238 3154 817 4800 9838 6452 1357 12759 78 3593 1062 19637 2705 7481 8494 5554 10537 6897 985 8370 660 24217 3685 10492 9372 12699 2729
internal_value=0 -0.0569943 -0.00699033 6.80816e-05 -0.0120106 0.0267533 -0.032252 0.132472 -0.0537984 -0.0668591 0.000224856 0.162633 0.0311127 0.0422813 -0.0730658 0.12537 0.155015 0.0571882 -0.00399047 0.131172 -0.069765 -0.116049 -0.128734 0.11966 -0.151287 0.0455516 -0.0346633 0.0089499 -0.00847781 -0.0438439
internal_count=361931 109090 252841 220031 174977 60219 114758 10733 86342 79890 49486 9916 28416 29830 78533 11248 10186 24823 14048 10775 19656 39032 37387 1645 32587 45054 39501 19864 18582 15428
shrinkage=0.000980392


Tree=3336
num_leaves=31
num_cat=0
split_feature=728 189 473 842 837 353 132 31 473 1188 415 1452 81 1470 333 21 175 695 1470 698 493 1089 1004 866 766 840 842 1278 486 1076
split_gain=13.12 15.5445 16.2869 16.2977 17.5941 21.133 24.3477 19.8354 16.3586 16.5926 17.3762 16.7362 15.2889 15.2728 15.7075 19.3202 18.1924 19.6054 19.2856 17.7025 17.2036 16.9222 25.2298 20.9921 19.3612 18.9067 18.5879 25.0471 19.6317 17.8083
threshold=1.0000000180025095e-35 2.7059755265676442 2.9797228729073066 3.1048954322592532 0.8706652401749474 1.0473743276795402 0.49978391504235914 -1.0107492027090985 1.0000000180025095e-35 1.6003371243444018 -0.4917446100413459 2.5358997600969504 -0.44560353382376056 -1.3782462404802098 1.0308016862606064 -0.32341995197817647 1.0000000180025095e-35 0.44966245763355833 2.1658139678380679 0.94482447549935411 -0.90792306245201071 1.3034552812289562 0.59444477453878863 0.5880156106821478 -0.35141603601570365 1.7020110805607496 2.3011036912675191 0.6890358509658806 -1.6159977006779476 -0.58297395077464731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 7 -6 9 11 -11 -3 -7 -2 21 -16 17 18 19 -17 -19 26 23 24 -23 -26 -15 -28 -29 -24
right_child=13 2 -4 -5 5 12 -8 -9 -10 10 -12 -13 -14 14 15 16 -18 20 -20 -21 -22 22 29 -25 25 -27 27 28 -30 -31
leaf_value=0.00026290634446360909 0.046683449352484474 -0.016412400003277035 0.12305732283080839 0.063057134292914485 0.14354597726625112 0.11090781244157336 -0.022526357201285031 0.019135671321744416 -0.033248433291163788 0.10214867752905737 -0.0098726829833870669 0.069181285285378813 -0.011311507216678495 -0.0028886092661576236 0.01545468102719756 0.027667850227140047 -0.0044496418541408065 0.044707187154548689 -0.065268120192678941 -0.012509873090017136 -0.01895023216540603 0.0034425605531573839 0.028539891460454683 0.012785731273949046 -0.014162776033135758 0.0037587942810841796 0.0015647503849239202 0.13862628731606869 0.025852077387716572 0.0051724213507487755
leaf_count=249758 71 1077 20 33 26 40 572 177 1005 27 42 40 24 89785 1511 886 3358 60 44 167 407 3267 663 1305 2693 1111 2277 23 486 976
internal_value=0 0.00365993 -0.197568 -0.213652 -0.242844 0.145381 -0.0431725 0.730409 -0.364925 -0.171872 0.876803 -0.263946 1.40743 -0.0288472 -0.0297969 0.0807468 0.00985478 0.211937 0.373576 0.427281 -0.193509 -0.03831 0.0490156 -0.00307817 -0.0535907 -0.171279 -0.0508141 0.146244 0.617528 0.298516
internal_count=361931 252841 3083 3063 3030 839 775 203 2191 1186 69 1117 64 109090 109019 6433 4922 1564 1097 1053 467 102586 10015 8376 7071 3804 92571 2786 509 1639
shrinkage=0.05


Tree=3337
num_leaves=31
num_cat=0
split_feature=1426 216 49 1461 141 557 50 413 871 1040 1036 568 702 230 558 76 1305 21 7 1120 774 637 501 153 286 200 852 1193 1117 1099
split_gain=13.0534 19.7831 23.8015 20.9097 19.4977 19.458 19.1535 20.3512 18.8811 18.6433 20.3974 18.6721 18.0467 19.3807 20.8151 18.0367 18.0042 20.1144 19.7296 19.2579 29.1163 17.3882 24.8557 23.2236 22.093 20.4342 19.6407 19.2785 18.1234 18.0663
threshold=1.0000000180025095e-35 -0.80229350577587755 1.0000000180025095e-35 1.5692664354072514 0.17193234601400198 -1.1305792080459691 1.4829784501753427 0.65533152548091578 4.3041760366803246 -0.47214873373668836 -1.01869384892599 -1.9573116984966055 -1.6831028935468286 0.69623288714530085 0.28105551009385882 0.62202218033925571 1.0258675257732557 1.189441983669046 0.41893001510210887 -0.30439765283805414 0.030511405101288681 0.055078508530602234 0.66952433774488529 -1.7287882818921478 -0.57450631669244023 0.84981113943798403 2.1596185183814263 0.52913833015777179 -0.53400172144470159 0.56190344819121218
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 16 8 5 -2 12 -8 -4 -6 -11 -12 -7 -14 -15 -16 21 -18 19 20 -19 22 28 27 -23 26 -26 -24 -3 -28
right_child=1 2 3 -5 9 6 7 -9 -10 10 11 -13 13 14 15 -17 17 18 -20 -21 -22 24 23 -25 25 -27 29 -29 -30 -31
leaf_value=0.00028564444573448772 -0.010958398924490582 -0.0038554787455317985 -0.004714398689617063 0.0052126158453318422 -0.00056343765281694164 -0.029115442785543497 0.0058576819993152026 0.039139972708722971 -0.054047589051780733 0.034661467819323971 0.066442330152772927 0.007140473330872101 -0.00096413762628644718 0.0041364950907561487 0.026116504715053349 0.098530974530656207 -0.0058695110896840553 0.062469764397992282 -0.019855691442649308 -0.0067751413415561195 -0.0054418368860618812 0.0037583492353853902 0.031224308185409222 0.010492758900394653 -0.0027232198473666112 -0.011110786498219545 0.029477139533922583 0.13606176552780341 0.0038273728214368234 -0.033380844047968206
leaf_count=226490 3062 6514 46799 3252 4295 339 924 269 256 387 61 5424 13528 461 165 73 13407 214 197 180 131 6143 104 3592 8140 4445 386 37 12565 91
internal_value=0 -0.0241923 -0.0401863 -0.0821937 0.031723 -0.0165802 0.0144346 0.2771 -0.0970283 0.113764 0.195542 0.158362 -0.0127169 0.000299826 0.416192 0.999512 -0.00724599 -0.0907722 0.280431 0.494214 0.789577 0.015112 0.0591623 0.245928 -0.0367915 -0.0933115 -0.024986 1.30591 0.0268115 0.414405
internal_count=361931 135441 106453 50307 28988 18821 15759 1193 47055 10167 5872 5485 14566 14227 699 238 56146 14129 722 525 345 42017 22812 3733 19205 13062 8617 141 19079 477
shrinkage=0.05


Tree=3338
num_leaves=31
num_cat=0
split_feature=888 805 776 1358 884 1454 981 56 1467 1453 1455 809 633 1459 215 864 426 789 487 1051 287 471 764 1459 745 426 1462 1455 1380 689
split_gain=13.0283 14.9892 18.9276 14.9027 23.5813 21.2262 19.4454 20.0093 27.1668 22.1581 24.5126 21.7365 26.201 20.6399 18.8517 19.8759 24.4027 23.0813 23.8936 27.1374 21.3803 23.4558 23.4204 21.1808 22.0184 22.2857 20.5181 22.2948 22.9552 20.5023
threshold=1.0000000180025095e-35 2.884808909995662 -1.4901273498260597 0.48172645892998917 2.6430705755191135 -1.0936914102283182 1.7722402912473476 0.58160213896575708 1.4133641467104867 0.9942357898018469 3.1840022714601695 0.66649192610754393 -0.91732855559298088 2.0738022051929041 -0.0034886006275818395 0.72275257928592751 0.75973062993192797 1.1248358748350926 1.360279962234219 -1.8781073632307548 0.98971035054596745 0.35930717134390644 1.334072430122494 0.51873036417029017 1.0191313245711819 -0.6483908895536864 0.33429654125592945 1.650979544311745 -0.025880975673781243 -0.35702610058098444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 6 -1 7 8 -5 -10 -11 -9 -13 -14 -7 16 17 18 23 -20 21 -19 -22 24 -16 -26 27 -25 -29 -17
right_child=1 2 -4 4 -6 14 -8 11 9 10 -12 12 13 -15 15 29 -18 20 19 -21 22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=-0.042327195078474163 -0.0021212670888166953 0.090043100321236205 -0.036611380815138449 -0.00066346897767427721 -0.01243240519782857 -0.0014454363407987378 0.0091708092466196486 0.0062567117887789032 0.004412353482789344 0.02895965639443487 -0.044078940271746345 0.024035530404318148 -0.0068653529176064812 -0.055392646578840771 0.0034771675832752113 0.0021811170987964322 -0.0023256466531140279 -0.0096456141677039448 0.077786303898602124 -0.0059852579287235294 0.0080106080760041411 0.0036024400475855598 0.12136916173564045 0.0062765503383413858 -0.013067796612584677 0.00087376694846405317 0.014051498304316859 -0.031459954657391681 0.0084082957635887492 -0.0053258305470841897
leaf_count=231 45441 29 728 52299 1317 125132 4018 13283 3406 810 61 306 1881 102 41956 6766 18228 5659 51 5214 1300 2143 21 6894 2525 4863 3789 415 296 12767
internal_value=0 -0.0467566 -0.580127 0.000471881 0.0283335 -0.0086673 0.0342228 0.025015 0.00242526 0.176403 0.481713 0.0914534 -0.0993214 -0.188309 -0.00809246 0.0124711 0.0263865 0.0447572 0.0596856 -0.100769 -0.0614768 -0.107148 0.199586 0.0713551 0.0499163 -0.0687342 0.154408 0.0880155 -0.283145 -0.0520003
internal_count=361931 46198 757 315733 77483 238250 76166 72148 56576 4277 871 15572 2289 1983 238019 112887 93354 75126 66003 5265 9123 7802 1321 60738 49344 7388 11394 7605 711 19533
shrinkage=0.05


Tree=3339
num_leaves=31
num_cat=0
split_feature=1431 397 1248 1315 1051 360 284 500 690 144 902 76 443 534 788 689 551 763 1256 974 57 828 1049 148 12 621 1115 148 553 845
split_gain=12.7583 16.6454 16.8936 16.5497 18.0634 17.5172 17.3578 23.1566 18.3223 17.7349 21.9727 19.3337 16.662 16.4407 16.883 28.1013 16.43 18.4209 31.0591 16.1579 18.4778 18.4102 15.4869 16.6476 15.0671 14.8041 19.8543 17.6254 28.1196 14.601
threshold=1.8641952677858011 2.2339734547264651 1.4966547223343005 0.1754688907590933 -1.296338979022966 2.6407568314543304 0.88383679770246559 -0.92012503115601263 0.036651350098045682 1.4143057885568029 0.88283660420450671 -0.6443523537201018 2.1984631671016084 -0.65191143814350749 1.7074187375765932 -1.0000000180025095e-35 0.70075070563467123 2.1520364978346938 -1.1359846892868923 1.1658077617619258 1.0000000180025095e-35 -0.23112610907332051 0.29753161356097224 -1.0570751735284445 -0.19538038825947626 2.0382545190983063 1.0692475558206986 0.42426637522262983 0.84667673588457082 -0.42901637014588834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 12 25 7 22 9 16 11 -11 -5 -3 -15 -16 17 19 -19 20 24 -21 -6 -24 -9 -2 27 -27 -29 -10
right_child=1 13 -4 4 6 -7 -8 8 29 10 -12 -13 -14 14 15 -17 -18 18 -20 21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-6.8691065740033056e-05 -0.0016240037363237814 -0.040963017222999054 -0.021647225760034049 -0.041228994641893536 0.029548765291521496 0.074541613059314074 -0.023092656441480734 -0.0022688375264153017 -0.0007100653543361461 0.094336348970590969 0.16055463911008058 -0.0084659580328603663 0.082476192351268351 0.017778021230786031 -0.048643381502461086 0.15812529167837666 -0.031053589428702885 0.24158963926977492 0.023153209521624377 -0.012014752759645218 0.016324116134966829 0.091171440727032885 0.068565778916324913 -0.035676078165679498 -0.042161906406992807 -0.0081393307745293488 0.10455758306831407 0.02264909367864533 0.18084542010481783 -0.025510618050275949
leaf_count=345176 7816 90 1088 532 549 42 1016 542 647 48 26 122 28 483 29 39 366 23 73 62 504 58 25 145 396 236 42 83 25 1620
internal_value=0 -0.077841 -0.0949455 -0.071957 -0.182096 0.0018555 -0.140031 -0.0687186 -0.154319 0.0367896 0.84046 0.466525 -0.70779 0.352652 0.515052 1.91025 -0.0498227 0.0752289 1.44385 0.00389843 -0.0949384 0.915444 0.368211 -0.317224 -0.36593 -0.00779656 0.487454 0.272115 1.07169 -0.339505
internal_count=361931 16755 16114 15026 6782 8244 6222 5206 4487 2220 196 170 560 641 551 68 2024 1658 96 1562 1442 120 719 170 938 8202 386 344 108 2267
shrinkage=0.05


Tree=3340
num_leaves=31
num_cat=0
split_feature=1010 692 210 1119 321 1454 1456 134 292 773 1052 420 1462 158 1388 898 1183 623 1238 707 1390 1459 1449 1449 1449 1464 1455 1466 1467 1458
split_gain=12.7419 15.4173 15.5676 15.1849 15.5525 15.3023 20.893 21.7402 18.5407 17.5743 17.1186 16.6111 16.1752 19.08 15.9794 15.879 14.8277 14.5898 14.5058 15.0468 14.2127 13.6677 33.9175 41.3769 38.9083 39.9979 31.8943 36.3623 29.1797 28.2891
threshold=3.0713252103476614 2.0003988530744139 -1.2290970633523346 0.82422531031029278 2.270452748923772 -0.40696913463973794 0.28881197010601911 1.0618597429748491 -0.22962031175933598 -0.12518705185667942 -1.0111506017583971 1.3220454416386747 2.7874438589925088 -0.68648648392083456 -0.76163944540423489 -0.050940255296943196 -1.257603702134942 -0.61213868970405538 1.3335791531818588 -1.5647581099704306 -0.68980315211965249 0.46383055849355342 -0.32183734465273589 -0.28903415273037497 -0.41360575089286639 -0.34821093172591422 -0.2541159255210349 1.4808384683488722 -0.096942217446212481 0.24391125146464598
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 -2 5 16 10 8 -8 9 15 17 -11 13 -10 -12 -7 -5 -4 19 -3 -18 -1 24 28 29 -26 27 -27 -24 -23
right_child=1 18 3 4 -6 6 7 -9 12 11 14 -13 -14 -15 -16 -17 20 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0006637759033977105 -0.026963696858607944 -0.024707436961629595 -0.029136871372580836 0.04147150698459267 -0.065903055397594154 0.036414078142294075 0.040366294986229123 -0.053687837816334495 -0.052027229887472416 -0.0017550288080549566 -0.029256963467708581 -0.087451054480572818 0.034800472108232734 -0.0095466060077461917 0.016551228693302611 -0.011964993949697531 -0.030915353686899291 0.052810343891158566 -0.068773015252575329 0.045385615255944096 0.0040108358821413356 0.0054026219702613953 -0.046063109881356722 -0.00027254034548019078 0.035080355690934914 0.0086526313491691303 -0.014173422006657679 0.062439201173978012 -0.0087677361230893685 -0.0026834285772227452
leaf_count=284307 212 39 33 66 53 292 225 40 174 281 111 28 67 504 796 107 231 197 21 231 330 17216 533 44067 815 912 786 140 876 8241
internal_value=0 0.115673 0.0784559 0.109357 -0.179819 0.176964 0.0497845 0.590155 -0.0525016 0.190532 0.368093 -0.190818 -0.292525 -0.39485 0.232212 0.482338 -0.0869827 0.868966 0.586394 0.701062 -0.205884 -0.00547779 0.0218617 -0.0167954 0.0835291 0.339941 0.132887 0.358411 -0.433837 0.0558506
internal_count=361931 4038 3747 3535 680 2855 1718 265 1453 708 1137 309 745 678 907 399 627 230 291 270 561 357893 73586 45476 28110 2653 1838 1052 1409 25457
shrinkage=0.05


Tree=3341
num_leaves=31
num_cat=0
split_feature=785 21 126 748 912 962 56 278 1450 1451 851 1460 54 983 1450 1452 1452 559 1458 1462 1453 10 309 1463 1462 268 1248 1388 1459 434
split_gain=12.6802 14.7378 21.0309 23.8943 20.9642 22.14 20.7572 20.468 20.9364 26.6577 27.403 24.9014 23.9945 21.1714 21.4935 24.8279 20.3243 21.479 21.4049 24.8345 22.144 20.0221 19.9843 19.7901 25.2897 23.0609 22.6829 20.3569 22.2291 21.7095
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 2.3188760003929425 1.9448114091673692 0.19772078151668587 1.5243871133269826 -1.5543811406313057 -0.35262914890079794 1.2696954125804041 -0.84871412517626565 1.7056088962726312 1.0000000180025095e-35 -1.6265551079533129 -0.37796702930693499 -0.62767640989520535 5.1461019556311252 1.6874936217317351 0.44560807882109116 1.7040583319813172 2.9525114363735043 0.89368030537687926 0.6142037854323662 0.27735576329560918 3.0530110531883921 1.0000000180025095e-35 3.5681884804921356 0.18114153716993647 0.027245158437713041 -1.6056553168454881
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 7 23 -6 -5 -4 13 11 -11 12 -10 -9 -15 -16 17 18 19 -12 22 -13 -20 24 -3 -26 27 -25 -29 -30
right_child=1 2 3 6 5 -7 -8 8 9 10 16 21 -14 14 15 -17 -18 -19 20 -21 -22 -23 -24 26 25 -27 -28 28 29 -31
leaf_value=0.0019981678302082224 0.00095896953638303212 -0.0033420697967647978 -0.01446832111120052 -0.014787591680420592 0.011088794295661859 -0.0061949474361363537 0.029555098397686521 0.02828266625423094 0.0020456116214134625 0.019021388262430682 -0.0055192141566941235 -0.0037883285006212694 0.0076983320782145863 -0.00074046409594210596 0.0093392474686583016 -0.022274035810705781 0.027277869898020113 -0.051129252607455572 -0.013598639347360414 0.02431421229655488 0.012488429100322478 -0.03422566218553872 -0.040528728017601601 -0.0019867789662349291 -0.0013588371449520546 0.024012569730139582 -0.04207195827550822 0.0077579935052619758 0.10069358421208514 -0.0022491995361240526
leaf_count=29559 91008 97042 1833 2703 2880 1638 122 341 30960 463 2540 2423 13095 46141 449 1322 163 168 1068 335 232 339 468 19675 914 694 209 7938 21 5188
internal_value=0 -0.0081208 -0.017281 0.00622593 -0.0375556 0.11499 -0.233834 0.0110968 0.014498 0.0450933 -0.0968387 0.0629746 0.0759994 -0.0200553 -0.0239418 -0.278673 -0.145693 -0.173272 -0.148604 -0.031543 -0.33214 -0.141972 -0.430223 -0.0433561 -0.0610689 0.200331 0.00559448 0.0100101 0.0778384 -0.0347858
internal_count=361931 332372 241364 105165 136199 4518 2825 102340 100507 52254 5437 46817 44055 48253 47912 1771 4974 4811 4643 2875 1768 2762 1536 131681 98650 1608 33031 32822 13147 5209
shrinkage=0.05


Tree=3342
num_leaves=31
num_cat=0
split_feature=50 56 1470 582 896 1188 848 1466 361 1239 181 9 1119 505 633 910 142 426 1326 361 1326 1149 354 426 1450 1463 1451 1450 1454 1468
split_gain=12.8607 22.7942 15.9137 16.6006 19.7172 26.9879 17.0483 16.9785 20.1834 19.165 16.8345 16.655 19.9523 16.5891 16.3401 16.0329 16.3957 16.7978 16.3004 22.6913 16.9598 16.6904 16.1645 16.0392 15.8949 31.439 41.5834 30.1244 34.0596 24.6863
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.0844420916666788 0.13351389361957308 0.77421534435549644 -1.0492803402542592 0.48004152527733596 -0.65468497096055034 -1.3838954341362866 4.0855004897734855 2.0808607788288147 0.0088013915789811378 -0.70627828867332243 1.576043574404842 0.67909569382761958 -0.95107606439125225 -0.16465973227156952 0.54453285779984728 0.58018491145227091 -1.2447211169378927 -0.45171589405301432 2.419870114894493 1.3494850545635499 0.2851047416766056 -0.052537044703927886 -0.11709475120216935 -0.3278807016401048 -0.82542789839051101 0.74910709165279876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 10 5 14 -7 8 -8 -10 -4 -6 -13 -14 -5 16 17 -1 19 21 -21 22 -18 -22 25 -3 27 -27 -29 -30
right_child=-2 24 3 4 11 6 7 -9 9 -11 -12 12 13 -15 -16 -17 18 -19 -20 20 23 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.034524225229291529 0.00040733346329969907 -0.0010558511835866654 -0.0043683128321247832 0.0049651469177308099 -0.0089110217708698678 -0.057953210505102971 0.074862894184897125 -0.010626969702542554 0.12428543758436279 0.020955236068566498 -0.044594648912101534 -0.018359335887627698 -0.024393270582660768 0.11102649586854313 -0.029010645955712379 0.015762286897777866 0.019792511559504455 -0.0098179874432843799 -0.015867954401462908 0.032632704700880671 -0.030709070002820388 -0.00019042264952784545 0.11101704824098146 0.033444635202051695 -0.0025160825347629551 0.0039400193555345206 -0.0011645789522301457 -0.016245636125991805 0.020603855633524112 -0.00016328080311662626
leaf_count=279 197382 41459 63224 2420 2276 40 138 112 29 425 489 75 22 47 228 899 634 168 969 77 513 958 22 48 23318 9093 11216 480 4029 862
internal_value=0 -0.0205133 -0.0604185 -0.0740215 0.0485212 0.163322 0.533101 0.601198 0.7479 0.524382 -0.0902064 -0.127364 0.721827 1.56261 0.0397989 0.0657468 -0.00545999 0.382641 -0.065633 0.0409001 -0.332162 0.183317 0.471885 -0.47811 0.0011845 0.0192808 0.0809499 0.160816 0.290695 0.341239
internal_count=361931 164549 74092 69525 5812 3392 744 704 592 454 63713 2420 144 69 2648 4567 3668 447 3221 2252 638 1614 656 561 90457 67139 25680 14464 5371 4891
shrinkage=0.05


Tree=3343
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 701 678 1218 377 678 533 689 1458 965 1376 1467 583 498 692 156 450 1159 221 585 1228 771 954 495 237
split_gain=24.2096 19.6777 28.7906 29.8872 45.9341 40.2877 27.8733 27.5769 27.463 27.2591 27.216 25.609 25.0254 24.4845 24.2589 24.2152 26.6746 22.946 22.6233 23.0034 22.4893 22.1606 22.0193 22.0047 21.9826 21.6163 20.3124 20.1922 20.1649 20.1848
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 -1.077677565945242 0.34708990927187483 3.9048232315577729 1.4210717172751071 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 1.8992776531617575 0.10980254379742337 1.0000000180025095e-35 0.027744735654897854 -0.99544907250003589 -0.45889317716256084 1.5158612506186986 0.41752742923255598 0.69231615738246322 1.0078851103989419 -0.061169154604351648 1.0000000180025095e-35 0.9948761292206888 -0.86753504598942988 6.099786963134739 -0.82383677494136165 1.0402268595720192
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 7 10 -6 -3 8 11 17 -5 13 18 20 -2 16 27 -8 -13 -20 -4 -19 -16 -18 -11 -14 -27 -9 29 -25
right_child=1 6 3 4 5 -7 9 15 -10 24 -12 12 25 -15 22 -17 23 21 19 -21 -22 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=4.4691513536336213e-05 5.9497911425289207e-05 -0.00017874122992808761 -9.4683992893464158e-05 -0.00022007902775579956 0.00030637701374935277 -0.00050881067590656363 -0.00018769489655878061 -2.5688275460423462e-05 0.00035106566079789835 1.5913234770336132e-05 5.984427000283217e-05 0.00018731651613580487 -4.1906489146870932e-05 0.00011550104482302305 -5.8323993359877486e-05 -7.3682959592012029e-05 4.0082306957848964e-06 2.0371215422662583e-05 -5.2452806099640047e-05 0.00037696007263899489 -0.00022269746462489213 0.00021110284225320141 0.00011477239340367821 -0.00044632823007243171 0.00043391193502228783 -0.0003454123554170792 -0.00010185230823810071 0.00069998314594813297 0.00017770006526570645 0.00035473545639016314
leaf_count=29559 31913 2525 52456 2881 3683 279 1759 35071 651 880 4547 4234 66686 2629 22916 25094 9901 11681 7126 633 15081 3246 4354 582 1427 2683 8989 128 8143 194
internal_value=0 -0.0205196 -0.0258996 -0.03774 0.0714149 0.253023 0.0409026 -0.0440741 -0.0642822 0.0669402 -0.0352688 -0.0668366 -0.0429236 -0.109162 0.0185104 -0.0106732 0.0137101 0.0375069 0.0524255 -0.0169504 -0.120971 0.0640273 -0.0313948 0.0797982 0.282581 -0.0591571 -0.154488 -0.0224074 0.153396 -0.208074
internal_count=361931 332372 310854 251671 11390 3962 21518 240281 161168 18993 7428 160517 90351 70166 59183 79113 54019 16686 11993 7759 67537 14927 27270 18820 2307 78358 11672 35199 8919 776
shrinkage=0.000980392


Tree=3344
num_leaves=31
num_cat=0
split_feature=871 432 252 1364 1037 1155 769 132 558 84 1189 223 555 630 1182 1180 623 339 1 1242 969 763 957 292 1364 1386 524 1400 1243 414
split_gain=12.7312 15.7753 18.164 21.2334 19.9087 21.9925 28.7555 25.5295 20.3284 22.1731 23.0802 18.9107 18.7744 26.0059 21.719 23.1518 19.0792 19.3783 20.4327 18.6606 18.6408 18.4717 18.6174 18.2186 22.2484 22.7168 20.5511 22.3798 19.727 18.0727
threshold=1.0000000180025095e-35 0.56563410195930608 1.0000000180025095e-35 5.3013490100705782 0.16427861923041379 2.8748372091846668 1.2791789494955241 1.0702924560202118 -1.148334959681806 -0.33359451533912576 -0.77505712323019293 0.78228779954226579 0.76978369993688467 -0.12200686981028275 2.3790282658825599 1.435385520291393 0.70306085721812139 -0.34829455830197381 0.81410045774113804 0.10235363699812043 1.688630563996478 3.5684181053827579 3.5412830174615491 -0.40096062284792772 1.0000000180025095e-35 -0.9014129785072803 1.0000000180025095e-35 -0.52126239712400924 2.5558388274383099 -1.7495946904330439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 12 5 8 11 -8 21 10 -10 -7 -4 16 15 -15 23 -18 19 -19 -12 22 -2 24 -14 -26 28 -28 -27 -11
right_child=1 -3 3 -5 -6 6 7 -9 9 29 20 -13 13 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00013142877169903587 0.014510499493128787 -0.0060232250563222135 -0.0045442846388859667 0.10550574468759565 -0.0033474202823505664 -0.022905213882996336 0.23063393343583305 -0.053883328145005252 -0.019542277651519852 -0.059572714499775331 -0.0012795652955813232 0.11800152153658659 -0.012743225386319491 0.011650508889591141 0.067702568193855991 -0.026665630551015979 -0.0057307645503466191 -0.0052717913104839914 0.069229667332998165 0.03972298643021388 0.040773091657869992 0.14188756380880113 0.12714110339698872 -0.020062846896737083 0.082815877135732865 -0.026887387806411506 -0.018672898450571154 0.084615213781271181 0.08859487935426591 0.0071534478476637979
leaf_count=290100 2158 14654 26009 20 7673 123 28 28 1481 85 3786 42 731 3079 101 331 864 337 109 196 173 21 28 1445 69 208 54 80 21 7897
internal_value=0 -0.0354758 -0.017712 -0.0551057 0.0384915 0.0931744 1.26756 3.36862 0.0849382 0.0514748 -0.0852183 0.403263 -0.0569953 0.0498407 0.207172 0.173981 -0.0825279 0.130999 0.435879 0.249345 0.0160251 0.353986 0.32421 -0.214283 0.0180527 0.453969 0.191567 0.93976 -0.273167 0.132252
internal_count=361931 71831 57177 33654 23523 15850 221 56 15629 13422 5440 165 33634 7625 3511 3410 4114 1506 642 533 3959 2207 2186 2608 1163 432 363 134 229 7982
shrinkage=0.05


Tree=3345
num_leaves=31
num_cat=0
split_feature=785 519 268 785 996 1071 728 869 921 783 126 1022 140 1452 1470 1465 759 395 841 689 1116 339 1465 150 1373 1313 6 1465 566 1453
split_gain=25.15 20.591 27.196 28.7484 25.5497 25.2191 23.8636 31.1931 28.5541 49.1277 25.212 25.2141 25.5221 23.897 43.5528 25.0119 23.5939 22.9449 24.212 24.0998 23.3011 22.4007 26.9653 22.6863 24.054 24.2793 22.7538 22.1638 22.0802 21.7938
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 0.58460966528228819 1.0565563832172893 0.69084194168817237 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 0.4926003403048807 0.82151526813113451 0.28325886342528439 0.46683225090780039 1.0000000180025095e-35 1.2259052867616704 -1.1110989058077336 -1.2265353045382643 -0.63586223425159905 1.4270952891077759 -1.1769467878382101 0.55446281419859778 -0.84422345066265148 -0.84233504217864252 -0.53571689646516252 2.1059719136688364 1.2041679343814773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 13 8 10 -10 11 17 -13 21 16 -16 27 -8 19 -19 -20 22 23 -2 26 -26 -25 -15 -9 -4
right_child=1 2 29 -5 -6 -7 7 28 9 -11 -12 12 -14 14 15 -17 -18 18 20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=4.412888585416103e-05 0.00036638022772408934 0.00013412460899240054 -0.00010469620691790784 0.00026382286239186206 -0.0002121196787617681 -0.00013704555144321257 -0.00012213375973062218 -8.760064209212036e-05 -5.7482719576946368e-06 0.00023062903875204616 -8.7759304141910833e-07 0.0006916570948021809 1.2501685491931889e-05 -0.00014514187758660722 0.00056335003762767811 -0.00069590542563004306 0.00022645337258125547 0.00010726149839280218 -0.00095751913950311391 -4.4399250487782751e-05 -0.00016576976107084978 -5.36606646594475e-05 -0.0002741248734587406 0.00019582335531183158 -0.00025440711383978938 0.00017202631377590753 -9.525071073908862e-05 7.8003110485983757e-05 0.00010265357104604772 0.00024123081985335688
leaf_count=29559 1219 7401 6874 3273 1407 1724 33669 82198 18652 5059 62084 372 658 3533 1069 98 2657 5691 279 36009 3934 27720 1163 1764 712 6589 6977 5682 3066 839
internal_value=0 -0.0223371 0.0404355 0.0946462 0.0425401 0.0830635 -0.0278377 -0.0386192 -0.0212086 0.0500979 -0.0343539 -0.0636497 0.264836 0.0125301 0.0947076 0.491627 0.0542054 -0.0692469 -0.0384923 -0.0221141 -0.209066 -0.012631 0.0474989 0.0701212 0.048196 0.136354 -0.0376404 -8.68049e-05 -0.0800219 -0.0639794
internal_count=361931 332372 21518 13805 10532 9125 310854 251671 166407 23711 142696 80612 1030 59183 13039 1167 11872 79582 45913 41700 4213 46144 18424 17261 16042 7301 8741 9215 85264 7713
shrinkage=0.000980392


Tree=3346
num_leaves=31
num_cat=0
split_feature=1430 1160 809 1092 639 907 636 1385 1449 914 270 636 77 759 216 565 1256 757 848 73 622 1385 274 346 1356 691 900 900 81 983
split_gain=12.5893 25.3475 17.4723 16.9156 18.1619 21.8078 18.6084 17.8303 17.5444 18.0733 18.5758 22.637 18.2564 16.971 17.7124 20.7522 19.9309 18.9465 17.9492 16.9083 19.7813 20.3965 19.3612 18.3073 16.8302 16.1793 18.1361 20.337 17.4674 18.7573
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0127093791323547 2.3040010183882997 3.0421924527387119 -1.3728324463222514 2.6837206835780747 1.2624102624837521 1.5800752988845861 -0.64099422022576391 0.66891399247506078 1.0109599676525336 -2.1972606565404553 -0.7695639776090929 3.2840482159958255 -1.5789511732583497 3.9689946390473279 -0.41016762787984984 0.95026170614602845 1.611139978578408 0.18150529773381843 2.3674003941733655 -0.91581417385431363 2.0056820137573372 -1.031021001310656 0.76092507206082571 1.3123037978309477 0.53961703422552432 -0.9569411994732705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 6 7 -6 9 19 -11 12 -12 -3 15 17 -16 -15 -17 20 22 -22 -5 -24 -25 -4 -27 -28 29 -29
right_child=-2 3 25 8 5 -7 -8 -9 -10 10 11 -13 -14 14 16 18 -18 -19 -20 -21 21 -23 23 24 -26 26 27 28 -30 -31
leaf_value=-0.004462292219603611 0.0004033066943701499 -0.033428405072249555 -0.009843109384255283 0.0042322095527961507 -0.038082692976731634 0.10087906908392499 -0.006662355661441445 0.076098049147497807 0.015062677498474196 -0.039106297594027235 -0.037603702037902129 0.047015769864251433 0.061269624867766076 0.0024643314643272144 -0.017250520311651123 0.0084673028696251335 -0.00084313722750605316 0.035719068307783569 0.13182620190512448 0.013973406324973318 -0.036953741888600775 0.0011909874208519918 -0.048053185872433984 -0.0028536580900232504 -0.091012403983423154 -0.0010258579903417249 0.017019187417143762 0.023648850315975675 0.018072227855468147 -0.011160183781663759
leaf_count=55595 197825 285 2376 9043 656 25 2588 22 1260 271 135 74 20 15918 1389 31 51406 178 27 1413 331 348 133 714 26 15881 1797 232 494 1438
internal_value=0 -0.0202255 -0.0588819 0.00432567 -0.0113725 -0.200894 -0.22108 -0.66009 0.0702956 0.046101 -0.360543 0.0580989 -0.427787 -0.00410946 -0.00209951 0.0637532 -0.02333 0.0586777 1.38753 0.0617398 0.0333637 -0.330253 0.0558327 -0.238865 -0.114041 -0.00341334 0.0193765 0.157847 0.00612259 -0.116468
internal_count=361931 164106 77813 86293 72525 3291 3266 678 13768 12508 500 229 155 69234 68949 16154 52795 16096 58 12008 10595 679 9916 873 740 22218 19842 3961 2164 1670
shrinkage=0.05


Tree=3347
num_leaves=31
num_cat=0
split_feature=800 1377 272 1245 846 221 208 1469 765 639 623 289 1328 0 1020 695 419 1173 1327 776 357 1168 1023 979 973 968 516 691 429 491
split_gain=12.5062 17.8365 23.9758 19.1542 20.4611 17.001 20.8455 16.5761 18.0635 19.9571 18.6767 18.9306 17.9442 20.7407 17.5873 16.8567 18.7513 17.5655 16.7788 18.8013 17.7367 16.517 16.873 16.3207 18.0349 16.166 15.9185 21.7787 22.1628 27.7165
threshold=-0.57812715656594349 -1.0606629817441902 1.6568181847307961 0.048838786062320692 3.8366401777161667 -1.3802861778009929 0.21186325640137252 -1.3460032622719822 -0.10733060116311961 0.82133934131996156 2.5564688642640712 0.66509574474068667 -0.7098764912625547 -0.20980073017827713 3.8714680657772464 -0.94066670553653375 0.40031026610035936 0.36238395546502405 0.93358048856066367 1.3148295513535018 -0.021653456636380207 2.2727542560442529 2.9333578212263807 -0.55232140215864067 -0.85345412389088571 -0.14033566997669764 1.0000000180025095e-35 0.15595171202395139 1.3716071297642392 0.014234003513389869
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 7 -1 -7 15 10 12 11 18 -10 -14 -13 16 -3 -17 19 -9 -20 22 -5 -22 -25 -21 27 28 -2 -30
right_child=26 2 -4 21 -6 6 -8 8 9 -11 -12 14 13 -15 -16 17 -18 -19 20 25 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.013093799314789441 -0.0012412417202695512 0.039480413920859186 -0.005732060163728769 0.0057662047187025311 -0.03899722518416511 -0.00045694467961471279 -0.010038472415580632 0.0073163086015750048 -0.0095690256666736018 -0.015781813112972377 0.027316473300629057 -0.0028781665460389694 -0.0059952434583879317 0.0084710540830654751 -0.052493361267546258 -0.056683836754490652 -0.066487815177573253 0.0019173484612406708 0.0058441909857793409 -0.0036799432773397486 -0.033253366063595073 -0.011083226508794024 -0.024387744652254933 -0.034996729368185285 0.0028495081060851534 -0.091394514550478506 0.00016183661763085992 -0.0041320934768272451 0.0013464847571673614 0.017325149261806321
leaf_count=1168 71457 67 5757 22665 197 10558 4981 9934 2094 1429 356 3761 2072 3069 101 176 25 80 1323 69 368 968 220 204 745 46 167129 43101 6105 1706
internal_value=0 0.0229791 0.0410118 0.0547552 0.0128926 -0.0472405 -0.066349 0.0177598 0.0247049 -0.0595869 0.0659919 0.0548314 -0.0139124 0.0559092 -0.0804229 -0.435125 0.285875 -0.728849 0.0959384 0.136542 -0.0623158 0.099184 0.109488 -0.247956 -0.0985432 -0.788121 -0.0106914 -0.0331597 -0.0105492 0.105649
internal_count=361931 72433 55726 49969 26116 16707 15539 25919 25571 8664 16907 16551 7235 5141 3862 348 92 256 12689 10049 2640 23853 22885 1317 949 115 289498 122369 79268 7811
shrinkage=0.05


Tree=3348
num_leaves=31
num_cat=0
split_feature=607 1461 1458 398 1458 844 1467 1458 1470 49 1453 1457 1454 63 599 1469 320 1389 1342 773 281 1230 1450 483 966 1242 1342 626 834 1044
split_gain=12.4955 12.4077 24.2762 22.2798 21.2527 20.6733 19.8441 19.8274 21.726 17.7673 16.6976 29.3959 18.7039 24.3163 16.4148 16.3461 16.2435 16.2287 15.8674 15.6627 15.6011 15.4367 18.2864 14.5276 15.1164 14.3889 14.2993 14.4029 16.6241 14.2888
threshold=5.7609878416510298 3.9993613276323443 0.036661978097680334 1.0000000180025095e-35 0.47882582818378627 0.93085542958294554 3.6863561541855714 -0.28493683055346192 -0.97613929804587818 1.0000000180025095e-35 0.95496318747388242 1.4496650373183211 1.6537132332631717 0.49708519682525326 0.52593209993270462 -1.0116054822771126 1.0000000180025095e-35 -0.89465381086832851 -0.54937793400934176 0.16029785376362196 -0.65672820622130657 0.38564141960353587 -0.15751379913150657 0.19015226341241973 -0.80597679094563957 1.2504751814864565 -0.54937793400934176 0.18557056009840661 -0.61286861482853439 -0.1526346360845722
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 9 7 17 15 -9 16 12 -12 13 14 -6 -3 21 -5 29 -19 -21 22 -4 24 -17 -13 -14 -28 -29 -18
right_child=-2 2 4 6 10 -7 -8 8 -10 -11 11 25 26 -15 -16 23 18 19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00023173832095247293 -0.033719964157803851 -0.021093488944730714 0.037813821350512769 0.059112426842059744 0.026208429255329943 -0.029361650917625992 -0.059350053564865529 -0.020302157599763036 0.042708016814654526 -0.049905539955082741 -0.025153342944122661 0.036478531793006169 0.021735143087064895 -0.016994667126270322 0.076251713489277242 0.037678650447720341 0.045849908110974218 0.035506055652133196 -0.057525583695186205 -0.05796465804538728 0.013656110308553689 0.054534328109270447 -0.047269671240809351 0.032546065935957109 -0.015745100139964056 -0.064278834038543328 -0.029674938032963141 -0.045312096603185303 0.036646856627770584 -0.059429179080536181
leaf_count=357284 219 259 51 155 263 207 33 91 299 206 481 149 188 120 84 69 38 367 119 51 176 58 83 204 254 20 243 40 95 25
internal_value=0 -0.00293558 0.10957 0.269081 -0.048029 0.103401 0.549278 0.202652 0.600187 -0.425062 0.0680139 -0.210171 0.229613 0.533146 0.78889 0.0135129 -0.15385 0.613366 -0.632253 0.447496 -0.000376934 0.283722 -0.188289 0.223627 -0.0584734 0.525176 -0.0326568 -0.275399 0.270404 0.193702
internal_count=361931 361712 4428 2165 2263 1383 782 1176 390 580 1683 650 1033 467 347 786 374 749 182 594 227 192 134 527 323 169 566 378 135 63
shrinkage=0.05


Tree=3349
num_leaves=31
num_cat=0
split_feature=146 270 695 1385 1469 1135 1381 1312 1178 700 126 279 566 291 428 69 489 153 1384 1121 760 1247 1032 415 484 80 1257 213 799 434
split_gain=12.3596 21.4246 16.1367 17.3894 19.9071 19.9903 19.7573 18.8677 15.7435 20.272 18.3461 17.7415 16.128 14.8784 14.9006 21.0703 18.9769 18.6703 18.1159 15.4837 15.2693 17.8688 21.5726 17.969 17.0527 22.6156 26.9491 15.2329 17.1539 14.7631
threshold=2.0556245044164494 -0.35445085704501039 -0.34925803165074831 -0.72252090618410614 0.26697426476209379 1.2276578236835516 0.29290594631270755 3.0268715044858099 -0.83795829501552899 -0.29239191722624475 -0.67811062752501949 -1.2044915347063276 0.48760225212587333 2.5148660848549436 0.86874150025668218 -1.4153561722171124 -1.4747136053681267 0.41158580828570784 -0.090630944191764998 2.2027512112415053 -0.50651532704525792 0.56751472556405014 -0.7386519870112136 -0.1912077825573664 0.18297013254727831 1.1689820588397215 1.1672529566083945 1.2317706286203742 0.48608887991290289 0.7285395131531851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 -3 4 5 -4 29 8 9 10 -5 -11 -12 14 19 -16 -17 -18 -19 20 -2 24 -23 -24 25 -22 -27 28 -25 -6
right_child=1 2 3 7 6 -7 -8 -9 -10 11 12 -13 -14 -15 15 16 17 18 -20 -21 21 22 23 27 -26 26 -28 -29 -30 -31
leaf_value=-0.00029918935476428116 -0.0065229476202034332 0.00093818494161115006 0.043488602550770965 -0.031672819905347448 -0.029194513505372378 -0.017157798912646873 0.059164556039732134 0.084328358642234882 0.0098900513147414347 0.044185842881385419 0.056771153040758096 -0.059866018298632209 -0.034008320305976426 0.05038723447077418 0.043577928058886495 0.0822881697369756 -0.026928605168304656 0.037093927469712927 -0.041867975128717726 -0.031992989785931118 0.0022559626320904497 -0.020011806169182439 0.048114895194223573 -0.0060734953766032997 -0.014679267825341437 0.055124878620850519 -0.05179679648499072 0.084514157056855388 0.079932491083616358 0.061369961034543966
leaf_count=348642 1857 2890 493 89 194 92 63 36 2661 31 84 153 35 55 65 25 812 100 52 192 1729 142 262 250 649 170 34 24 26 24
internal_value=0 0.0621018 0.146693 0.234103 0.51254 0.722674 -0.0203225 0.161254 0.14305 -0.285163 0.15748 -0.886776 0.686369 -0.0288154 -0.0395058 -0.274729 -0.356816 -0.402164 0.267671 0.00816062 0.0297834 0.118892 0.414835 0.583075 0.0310301 0.130168 0.785255 0.219706 0.0641563 -0.346785
internal_count=361931 13289 6845 3955 866 585 281 3089 3053 392 208 184 119 6444 6389 1054 989 964 152 5335 5143 3286 704 562 2582 1933 204 300 276 218
shrinkage=0.05


Tree=3350
num_leaves=31
num_cat=0
split_feature=785 728 1080 195 647 590 1431 771 195 872 690 1050 563 921 1469 1466 1451 613 77 1107 89 978 761 151 416 710 338 885 1382 833
split_gain=24.662 18.4719 20.1777 22.2027 19.906 47.2031 18.5638 19.0868 19.7287 18.4314 25.9879 19.6482 18.9525 18.82 18.2995 24.7823 33.3877 29.1541 24.9924 23.9723 20.9284 20.4172 20.2373 18.6033 18.562 21.4304 21.0721 25.3718 18.3955 18.3563
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.3909106807663625 -0.87782724458594241 0.58895901036483078 1.0099929608726099 1.4820751525130569 1.0000000180025095e-35 1.0000000180025095e-35 -1.0374721545411714 2.0594537109710127 -0.69258601911036044 -0.24051307952136838 -1.0588145806293296 -0.22241172008597768 -0.0066164517430368063 1.3156155531097407 1.0713809910298406 -0.86843805286895204 4.0012644094602825 -0.84748423066109979 1.5818324778943054 1.1481890664105763 -1.1596490889558624 2.4790415170315945 1.0000000180025095e-35 -0.92873225317066288 0.89974539426700229 -0.032101123896089323
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 9 5 -3 7 14 -9 12 -11 13 -4 -12 15 17 18 24 -17 -19 -16 23 -22 -18 -2 26 27 -26 29 -28
right_child=1 4 3 -5 -6 -7 -8 8 -10 10 11 -13 -14 -15 20 16 21 19 -20 -21 22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=4.8042934512500273e-05 -0.00017641471573518163 -4.9871385201562729e-05 0.00036974161108844925 -0.00025969696790461709 -5.7643804399238879e-05 0.00039817708391696148 -6.5314471020350821e-05 -0.00029778174158019363 -1.7112746960540372e-06 -0.00023553738921254771 -1.2133899428751677e-05 -0.00088098142859429826 -6.3613976155661297e-05 0.00036319752250224996 -8.7688327760744721e-06 -0.00018701518126769965 -0.00023648104571955732 -0.00017892095495437708 0.00015099210116430227 0.00047397114120573223 -0.00051813145243025257 0.00013055909418882791 0.00057208430599291985 0.00042015364772152056 -0.00042402011576305338 0.00049520377026991615 6.9946060831490057e-05 0.00024663656265453966 0.00026232795908641627 -0.00016474268432829361
leaf_count=29559 1474 4821 523 689 93730 1384 34399 2372 2228 487 687 65 2607 2878 155886 5639 1440 357 1091 1389 836 5945 103 215 285 544 3118 3601 992 2587
internal_value=0 -0.0177521 -0.00760716 0.0952865 -0.0483881 0.0809634 -0.0119993 -0.00406236 -0.150841 0.129011 0.219449 0.278359 0.00707193 0.297985 -0.000584234 0.0485385 -0.0146023 0.111041 -0.128184 0.369936 -0.0107843 0.0794966 -0.386865 -0.143156 0.0753571 0.101572 0.0804579 0.205446 0.00992223 -0.0368058
internal_count=361931 332372 232437 7936 99935 6205 224501 190102 4600 7247 4117 3630 3130 3565 185502 28677 14330 14347 6730 1746 156825 7600 939 1655 12601 11127 10583 3886 6697 5705
shrinkage=0.000980392


Tree=3351
num_leaves=31
num_cat=0
split_feature=785 519 713 962 761 507 657 701 377 652 816 590 921 583 965 1029 697 450 1159 585 841 845 566 634 685 1384 566 751 485 773
split_gain=23.4644 21.7311 27.8015 30.4989 29.3173 29.125 27.8038 26.5882 29.8176 24.9744 28.6663 25.8846 23.3572 23.0313 22.7852 23.039 23.3805 22.7438 22.685 22.302 21.9557 25.4205 27.1324 25.079 23.7659 23.4433 21.9409 33.5174 24.0736 22.4616
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.3714217264408297 2.4130835502434373 1.0941628986121894 2.2603408215975165 -1.077677565945242 1.4210717172751071 -0.98896428961744431 0.98567350059335823 -0.67541201360492764 1.0525743831388839 -0.99544907250003589 0.10980254379742337 1.0000000180025095e-35 -1.0269385900995602 0.69231615738246322 1.0078851103989419 1.0000000180025095e-35 1.2259052867616704 -0.58263267929852491 2.1710320005650359 -1.2605928581760355 -0.28986179240580223 -0.66320941321144578 0.80477017574484588 1.3125698612407326 -0.63848206815681707 -0.45145551542273804
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 9 14 -7 -3 13 11 20 -4 -6 -9 15 -2 -17 -15 26 -10 21 -11 25 -24 -25 -23 28 -28 -16 -30
right_child=1 7 3 -5 12 6 -8 8 19 10 -12 -13 -14 17 18 16 -18 -19 -20 -21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=4.3913185611156515e-05 9.1668262466929379e-05 -0.00017060577330895433 0.00018791581503617584 -0.00010411044135060472 3.5042873558375736e-05 0.00016728108059119252 -0.00039720538182172124 -0.00018678855241708551 2.602827259043632e-05 3.2634418004843326e-06 1.5488529153065662e-05 1.3179833905467536e-06 0.00035299126895324421 2.1132615351150074e-05 7.5581875647216513e-05 0.00023564851629715391 -9.359229937377243e-05 0.00021425256003544617 0.0001100658421672088 0.00044667252627683543 -0.00013697912264065359 -1.5445902831961984e-05 -0.00050979308119403145 2.7020557699385624e-05 0.00042939746413952888 -0.00010144027184538792 -0.00039837864755038269 2.3824752897732272e-05 -0.00027391134586722586 -3.8514685916103969e-05
leaf_count=29559 15687 2525 4244 45726 3644 7248 430 1759 880 37878 32745 21733 1576 11681 5811 1241 9007 3246 3558 1427 16784 23612 319 1623 1053 64013 2433 1534 3113 5842
internal_value=0 -0.0203035 -0.0259609 -0.0371541 -0.0270916 0.0194212 0.140334 0.0442228 0.0696117 -0.0316547 -0.0421096 0.0323836 0.140584 0.0388135 -0.0028241 0.0431235 -0.0492546 0.0653711 -0.0570465 0.294845 -0.0575471 -0.0469935 -0.0695088 0.131776 0.191716 -0.078205 -0.0889846 -0.239337 -0.0476365 -0.117362
internal_count=361931 332372 310854 254950 209224 55904 7678 21518 18993 204004 178027 25977 5220 16686 48226 25935 10248 14927 22291 2307 145282 128498 90620 2995 2676 87625 18733 3967 14766 8955
shrinkage=0.000980392


Tree=3352
num_leaves=31
num_cat=0
split_feature=785 519 713 962 925 761 701 377 921 660 618 566 910 974 791 1097 912 816 1450 1469 392 326 583 489 1223 450 1381 636 725 362
split_gain=28.5921 20.7877 29.2337 32.0596 31.2417 30.6416 27.0488 27.1551 27.0083 26.2753 26.2665 25.2729 28.6565 24.3466 24.0448 23.332 36.1096 23.1023 26.2331 32.1208 24.5236 23.0848 23.0702 22.8995 22.7079 22.5771 22.2043 21.759 22.8844 22.4606
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.3714217264408297 1.0000000180025095e-35 2.4130835502434373 -1.077677565945242 1.4210717172751071 1.0525743831388839 -0.72421686037558375 -1.4147875658213491 0.85763149634800806 1.8852246464492253 1.5518542737599568 1.0000000180025095e-35 0.56536575231373476 0.48481848852188064 0.98567350059335823 -0.34557539116087493 1.4275312659207584 4.2575473192899809 1.6390506412245707 -0.99544907250003589 -0.94108365324812893 1.0000000180025095e-35 0.69231615738246322 0.64149373323397663 0.068678349587887808 1.0000000180025095e-35 2.492715483346974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 15 9 -3 22 -7 10 21 13 -13 -6 -12 16 -2 26 -19 20 24 -4 -8 -18 -20 -24 -11 28 -16 -30
right_child=1 6 3 -5 11 8 7 -9 -10 17 14 12 -14 -15 27 -17 23 18 19 -21 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=4.8480311655692867e-05 6.3638055978699516e-05 -0.00017562860158280017 -0.00019791009368089671 -0.0001078526230251547 -2.2112954670413676e-05 2.8899121925207119e-05 -0.00018862388527118973 0.00027586941850303944 0.00037018342556657672 -4.9281158678461787e-05 -8.2526490422332375e-06 -0.00020575751306611885 0.00039803157189855176 0.00023021012545898327 -0.00016878782091866982 0.00015484499831085969 -0.00068494729188330592 -6.4898109352202614e-05 -3.8517808789609529e-05 0.00041222581407073205 -0.0013262519730958898 0.00041458519645192502 1.9558837458115074e-05 -0.00012745912765744848 0.00013629195320167663 0.00021191275593850935 -0.00013263631914765424 0.00018412041199702118 7.4579143581415981e-05 0.0010107927208171795
leaf_count=29559 14704 2525 5520 45726 21244 3644 1759 2307 1576 100215 31772 5395 396 1871 2632 9605 604 13680 7905 1148 72 276 11681 2085 5801 3246 23830 6885 4155 113
internal_value=0 -0.0223283 -0.027855 -0.0393194 0.0186626 -0.029007 0.0407619 0.0663776 0.142164 -0.0336713 0.00980016 -0.0332101 -0.165987 0.000745115 0.0254215 0.0742302 0.0209678 -0.0498492 0.00607856 0.0685523 0.0392625 -0.156138 0.0370122 -0.235977 0.0453864 0.0635877 -0.0650201 0.102146 0.012526 0.101978
internal_count=361931 332372 310854 254950 55904 209224 21518 18993 5220 204004 51353 28906 5791 23115 45557 26998 17393 152651 28606 14926 13778 5796 16686 2689 13706 14927 124045 13785 6900 4268
shrinkage=0.000980392


Tree=3353
num_leaves=31
num_cat=0
split_feature=253 1467 1462 235 1442 6 478 814 1327 1370 1224 498 840 710 707 1051 1077 1430 973 760 1235 560 1044 639 1110 833 1450 760 557 148
split_gain=12.5408 16.3824 19.4955 18.035 17.5672 19.8675 22.6421 21.1594 24.5845 22.6532 20.8946 20.9458 20.145 20.1107 19.4952 20.8588 24.554 18.7661 21.6898 20.2388 22.8722 21.405 19.5887 23.5527 18.6344 25.4754 18.4764 19.8625 19.9824 18.4903
threshold=1.0000000180025095e-35 4.0242090356330973 1.7040583319813172 0.35376909597478173 -0.962738934255707 1.0961466418652515 1.3930357108364988 1.0000000180025095e-35 -0.36289896784303505 0.70223084764880606 2.8827150069465595 -0.1544597449878847 2.3725025729405069 0.92690533579925805 1.5421698199903229 3.3097721730075098 1.0000000180025095e-35 0.54622893720785959 1.8393366242010354 0.58998613829315238 0.56920788065317962 1.624162733529299 1.3610555316251207 2.037497273902598 -0.44148651021976643 0.48919331326755822 -0.43796921585269916 -0.33782279391627185 1.9417236658381929 -1.6630785343811565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 26 6 14 8 -8 -9 12 -12 -7 -11 15 17 -17 -6 19 20 22 -22 -19 24 25 -24 -2 -28 29 -29
right_child=1 2 -4 -5 5 10 7 9 -10 13 11 -13 -14 -15 -16 16 -18 18 -20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00029953146378434059 -0.0076556889675326303 0.028083689787614136 -0.019837638620855247 -0.0091733048366500133 0.00013381600349640096 -0.0064345640725360686 0.0092021757135927595 -0.020066445406304492 -0.0089140695234836784 -0.0060945512175742409 -0.034662087193557942 0.14275914284084676 0.016263996979004224 0.04378464116883956 -0.007296439635308816 -0.0086473746349196943 0.053725905615773242 0.0150971928376547 -0.015254757628650154 -0.0034399676295411639 0.0044263782563924844 -0.023603304315282268 -0.0070121614752078308 0.0778751675231871 -0.02503034790720457 0.072622728412777657 -0.0054942873258191673 0.03559773659629218 0.022452201960829088 -0.00013395639810668134
leaf_count=231805 15611 668 199 199 46237 11728 2242 2869 3072 755 22 22 530 151 4556 139 175 4948 746 2569 3940 338 223 41 447 60 12280 222 813 14324
internal_value=0 -0.0238415 0.248193 0.386203 -0.0267556 -0.00854421 0.00620843 -0.121595 -0.0167885 -0.283132 -0.0998319 1.59362 -0.105844 0.106571 0.0201584 0.0304097 0.589229 0.0269486 0.099083 0.11897 0.160878 0.0440598 0.253994 -0.0951687 -0.196045 0.263478 -0.0739321 -0.0329575 0.0358428 0.0114317
internal_count=361931 130126 1066 867 129060 85810 73508 9089 5314 3775 12302 44 12258 906 64419 59863 314 59549 13312 12566 9997 4278 5719 771 730 283 43250 27639 15359 14546
shrinkage=0.05


Tree=3354
num_leaves=31
num_cat=0
split_feature=1440 8 1323 576 489 905 1388 359 430 1463 454 1048 1159 981 914 1413 1252 80 704 566 1353 1450 12 1323 904 1010 967 728 954 1470
split_gain=12.3559 15.155 15.2711 21.6588 15.738 15.6529 17.0407 17.137 19.2427 16.5413 19.8924 16.4043 17.8704 16.3802 20.4346 17.3462 15.996 15.8224 20.6478 16.2817 15.3548 15.3595 15.202 15.0921 15.0501 14.9021 16.7553 17.3774 16.6251 17.1145
threshold=1.0000000180025095e-35 -1.8323582639184837 3.0082871096711936 1.0000000180025095e-35 -0.48650999033109382 1.5116283783767452 0.89145597609568228 0.56929960412533165 2.7678480175562803 1.5365683213542474 1.0000000180025095e-35 0.013002377799640729 1.0078851103989419 -1.4435560579224962 2.9182220680618722 2.1167863061046566 0.53431266204747929 0.35673564309210776 -0.18699785292500889 0.14603679592082594 -0.47347578895997017 -0.1866241178632945 -0.71685001561549067 -0.36673006652823431 -1.7953027259546104 3.0713252103476614 -0.26440935015773465 -0.90320472132347296 0.98873640907070304 -1.1062327205981619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 -2 5 -4 -5 13 7 8 9 -7 -11 12 22 15 24 -3 23 18 -16 -19 -17 -22 -8 -13 -15 -1 27 -27 -29 -30
right_child=1 2 3 4 -6 6 11 -9 -10 10 -12 16 -14 14 17 20 -18 19 -20 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-1.5134326138904707e-05 -0.020261875782807741 -0.012908033827683156 -0.028335753888256279 -0.015889082611479786 0.047812844777477388 0.0018946244654971314 0.033304403665216885 -0.015591169501830822 0.091973090061359286 0.0011334605336572451 0.091681137416417119 0.050445923805382591 0.071489746298700266 0.039124677047922336 0.031509003865274235 -0.0076889922713650584 0.081478153255004668 0.083069325800110491 -0.040899414521494371 -0.011616021253412887 0.1313576179091088 0.011090900445868286 -0.018994047404033664 -0.0078964556075152518 -0.0024700359030840812 -0.0047805546042031695 -0.0031769256913139771 0.021695802473720122 -0.070200141381229833 0.0043151290985329344
leaf_count=309898 1023 4368 140 80 235 1808 107 686 34 69 52 116 45 143 197 85 82 93 127 37 32 36 252 96 38521 488 1263 1536 43 239
internal_value=0 -0.0420786 -0.0363649 0.406258 0.694934 -0.0411631 0.116056 0.0207946 0.136833 0.102499 0.895999 0.423683 0.110773 -0.0551594 -0.0400639 -0.221284 0.804979 0.504288 0.154334 1.16746 0.64323 1.50872 -0.0686297 0.491963 -0.0463332 0.00158042 0.138871 0.245009 0.344723 -0.126237
internal_count=361931 48464 47441 455 315 46986 3347 2649 1963 1929 121 698 404 43639 39118 4521 294 454 324 130 153 68 359 212 38664 313467 3569 2306 1818 282
shrinkage=0.05


Tree=3355
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 647 590 1022 146 710 691 48 730 783 514 934 603 660 639 345 878 746 837 1016 1467 8 982 29 10 1169
split_gain=22.3576 20.6298 21.8332 23.2867 20.8793 20.1344 46.8024 20.0544 20.8608 20.0004 23.3649 19.8331 19.166 29.5264 25.8745 24.6436 21.3241 23.0612 19.4445 19.7175 18.9316 18.7856 22.1012 20.4071 19.1758 18.7238 18.516 18.3016 18.4767 18.2026
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 2.7503861831498626 0.76029184741838574 -0.25709740067490466 1.8372674881307383 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 0.10440673291476525 0.46293354690950167 2.630508148566769 0.66766320980544069 0.024157340759037613 1.0000000180025095e-35 2.6212945108504591 -1.298475463871557 1.7621802667917166 0.82152675923177465 -0.43543206165028031 0.18848160436186537
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 12 9 6 -3 8 11 20 -11 21 13 14 -4 16 17 -14 19 -17 26 23 -23 -2 -25 -19 -5 28 -16 -13
right_child=1 5 3 4 -6 -7 -8 -9 -10 10 -12 29 15 -15 27 18 -18 25 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.1360931850786527e-05 -0.00010151984932146864 -5.3706615589779222e-05 3.9593439162623122e-05 0.00018993011033930098 0.00045147872284889533 -6.2846821593773525e-05 0.00039195810671333134 -2.1627341075351912e-06 0.0002925869755052726 -0.00042514061082369594 0.00017010602519183186 -0.00010976194587609958 0.00015619233806015784 -7.1675289451863866e-05 0.00023696723387047671 -5.7874288692384453e-05 -8.2285751091591316e-07 -0.00043120223967082799 -0.00030370824094300603 0.00035829927767394619 -0.00086008939632610255 -2.8625019199841212e-05 0.00046631420754634112 -3.1151661385046638e-05 0.00021457508506841344 0.00059246979753921629 -0.00042246109198883187 -0.00019072947985723099 0.00087777434433847484 -0.00045868021448512806
leaf_count=29559 38150 4821 6880 5184 894 93730 1384 103001 802 666 549 2850 2134 17685 431 2012 1982 101 1082 638 76 902 650 40777 1393 996 226 225 385 1766
internal_value=0 -0.0213505 -0.0106313 0.0340965 0.140079 -0.0536608 0.0762752 -0.021545 -0.0503871 0.101222 -0.153792 -0.0545311 0.00905092 -0.0223034 0.0894079 0.0951948 0.189437 0.289012 -0.0429017 0.0519573 0.153663 -0.0462382 0.180008 -0.052348 -0.0222282 0.529675 0.168467 0.413941 0.554865 -0.222221
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 6701 1215 86488 34551 25606 7921 8945 5213 3231 3732 2650 5486 81872 1552 80320 42170 1097 5410 1041 816 4616
shrinkage=0.000980392


Tree=3356
num_leaves=31
num_cat=0
split_feature=815 878 1099 495 945 1450 1450 1174 1229 1286 1427 962 50 221 1116 887 704 1109 631 83 1425 1122 495 552 835 1055 1469 155 65 651
split_gain=12.3833 32.3663 27.9716 24.0027 21.3118 25.0298 25.676 27.1818 21.5536 21.7399 20.9994 20.7207 20.2762 21.8955 21.5568 20.7985 20.8521 20.1986 19.5962 19.1757 19.1189 18.8846 18.3139 18.961 18.4476 18.1765 18.0966 18.0128 17.8997 17.8415
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.98842746550066363 -0.54486627179004532 1.0000000180025095e-35 -0.68105566923231198 -0.66187695042939276 -0.17385686884342769 0.68842730247739281 0.78161905918100072 2.2971197365863145 1.3714217264408297 1.4829784501753427 -0.053101160578684116 -0.63053120909254978 1.8786947169984345 -1.5190286952012879 0.61154018783406827 1.8948385401061396 2.8260897145922113 1.0000000180025095e-35 0.10297801214704165 0.54444712146747531 2.1572438788111334 0.70247319465928804 -0.59846167095553626 1.2819698793347565 -0.2469320895924961 1.0682938573926528 0.58396494997324677
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 12 18 7 17 9 20 11 -1 13 -5 -14 22 -17 25 -6 26 -8 -16 28 -24 -25 -7 -4 -20 -15 -2
right_child=29 -3 19 4 5 6 8 -9 -10 -11 -12 -13 14 15 21 16 -18 -19 27 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0055351996440538747 0.0010578886626638863 0.0003745281203335379 -0.010664521762508502 -0.0063666615579345293 -0.010613036820673431 0.12402693496758826 -0.0032424033740146639 -0.0082579842885342307 0.029735054397797583 0.015702486083844031 0.018432439619814178 -0.018023734430350494 -0.023966756159201699 0.0071317378687829301 0.0085662680373146515 0.18365770882143889 -0.028061726857243736 0.18929586103461049 0.087468033602317086 0.043639786529145054 0.011633384598816771 0.042278594676982459 -0.0053098895348780237 0.016865883997457084 0.11836455400600435 -0.0087414247756198906 -0.034778613888283787 -0.012740015274446485 -0.011444789792407047 -0.0014118361493920901
leaf_count=14482 141778 89795 7496 20858 2748 28 6249 78 422 1815 568 6445 240 6642 832 38 695 26 60 91 1896 242 5984 164 37 46 1265 78 1232 49601
internal_value=0 -0.0197443 -0.0637086 -0.0489916 -0.0213582 0.0697728 0.126822 1.14513 0.110282 0.0806206 -0.139723 -0.158205 -0.0532259 -0.0673769 0.210305 0.00339588 -0.498568 1.99654 -0.160984 -0.247524 0.0147334 0.323117 0.0209042 -0.0801147 0.642842 1.23222 -0.269855 0.85305 0.100182 0.00826815
internal_count=361931 170552 80757 71905 50410 13446 10560 178 10382 9960 21495 20927 36964 35650 1314 14792 733 100 2886 8852 8145 1074 14059 6185 201 74 8761 138 7874 191379
shrinkage=0.05


Tree=3357
num_leaves=31
num_cat=0
split_feature=728 1100 800 791 519 714 138 1182 1080 993 981 467 775 921 899 1047 513 803 281 6 839 497 355 485 1306 1249 519 980 768 858
split_gain=27.7774 24.5785 24.8717 24.5449 33.9377 30.3216 29.0761 28.1241 27.5076 29.1017 27.8281 25.4308 25.3393 24.7382 24.2532 23.3123 23.2341 22.8115 22.6519 25.053 22.5954 22.5825 22.2605 29.1052 22.015 21.8641 21.8395 23.733 21.8279 22.0202
threshold=1.0000000180025095e-35 1.6293515030253838 -0.57812715656594349 1.0000000180025095e-35 0.65569131416984383 1.0000000180025095e-35 -1.2430830663240875 0.073158326182919689 2.2092738772757108 -0.89727091510114898 1.5547011264505639 1.0000000180025095e-35 2.0122105609356695 1.0000000180025095e-35 0.59526813135096279 2.5785020864136827 1.0454229551509682 1.9682860324222273 -1.1763491721892991 -0.63703759295199791 2.778493016390716 0.34921007296954604 -0.41434844624859435 0.20697061755088167 1.8788488985925911 0.280204087680616 2.1420547332082829 0.7156833627209479 -0.11563839736555788 0.55350330389352487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 16 -6 11 9 13 17 28 -8 -7 -10 -12 20 26 -13 -20 22 -15 -4 -24 -19 -9 -11 -28 -5 -30
right_child=-2 -3 3 4 6 8 12 25 14 10 15 18 -14 21 -16 -17 -18 24 19 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=4.6914332441537716e-05 -5.1265422806200517e-05 -7.3567844264974346e-05 0.00012051049697746157 0.00015077115209793742 -0.00026343410691360248 -3.0156536286975383e-05 0.00016760349355438912 -1.6269750156716441e-05 -5.0692931051463637e-05 -0.00011234785274165419 1.6272391192853697e-05 -0.00020826865386299316 -0.0011435616194700488 6.8260350309676287e-05 0.00026024699612455573 0.00053386944295211744 -0.00012429198295592275 0.00012306858818904868 0.00033131724989875363 8.7426497524576021e-05 0.00058509167732350331 0.00044277189008624495 -9.8772444427663544e-05 0.00010612003548430162 -0.0011251085849600584 -0.00017980311558858834 0.00013219910603363112 -0.00017044303852474797 -9.581136322704723e-05 9.0468003090016729e-05
leaf_count=45054 109090 32810 10628 3154 817 5938 9838 12759 2028 57601 7768 1062 78 2134 2103 360 3593 2575 2705 7481 339 1139 8378 5478 87 6897 3079 1530 11543 3885
internal_value=0 -0.00535258 0.00186036 -0.0103436 0.0262904 -0.0294759 0.132377 -0.000336182 -0.0506573 -0.0604344 -0.0751987 0.0416169 0.162452 0.0612611 0.113271 0.043274 0.0327508 -0.0914603 0.124904 0.154415 0.0576807 0.214667 0.0493853 -0.0114511 0.0966823 -0.0701373 -0.101006 0.0319555 -0.00928453 -0.0452364
internal_count=361931 252841 220031 174977 60219 114758 10733 49486 86342 82211 73000 29830 9916 9211 4131 8128 28416 64872 11248 10186 24823 3273 24484 13856 2662 19656 62210 4609 18582 15428
shrinkage=0.000980392


Tree=3358
num_leaves=31
num_cat=0
split_feature=785 727 592 581 84 917 1324 846 407 224 622 144 130 622 845 986 21 187 346 1078 843 1253 74 1300 895 489 1050 361 185 213
split_gain=12.7796 14.4328 14.4448 15.4147 15.5316 16.666 18.2108 17.1268 16.208 17.3426 15.7181 15.9756 15.5379 15.2804 15.9612 14.7786 14.1731 20.1309 19.8495 20.729 18.7831 23.9623 19.8606 18.7412 18.6933 20.324 22.3973 21.7596 18.9623 18.8162
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.59494694347224619 1.0000000180025095e-35 0.30380125398789831 -0.29645079301985006 1.3413217572824878 -0.11381704592741193 1.1525960706297351 0.46575460986976264 -1.0144448180398526 1.9844161985336044 1.0000000180025095e-35 -1.0528867623534435 1.9068551543221444 2.2069187185517687 -0.70163543588998201 1.1282120477717485 0.37433861803435681 4.2638229408736681 2.1284334098236743 2.1411219150971301 -0.90581177183759309 4.9958233674749968 0.27654892694072097 1.7349717362721566 -0.93397910735399481 -0.41947166002477487 1.3461264023881789 -0.52281204913643442
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 5 6 7 8 9 -4 12 -12 -7 -6 -15 -1 -2 18 20 -20 22 -22 -18 24 25 26 28 -27 -19 -30
right_child=16 -3 3 -5 13 10 -8 -9 -10 -11 11 -13 -14 14 -16 -17 17 23 19 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0048420516129473231 0.00093961801033603978 0.0041996154029038963 0.006655306982332472 0.0016512541616771688 -0.047178050520226722 -0.0022452921626582838 -0.0569700708497922 -0.035460238383315919 -0.050333796397366008 -0.030566258586110263 -0.009125929063607088 0.052662768004463123 0.085522844399729236 1.8922152466955896e-05 0.045992741447384106 0.045572833791395172 -0.0037977997111709517 -0.017797486420444247 -0.0026720796144689878 -0.04233687005098849 0.0076081360915514068 -0.042041904998435506 0.00024161916318155699 0.10117721731189798 0.0027008851121047891 0.028452126855185764 -0.0048231202911464708 -0.0055369257668461368 -0.020106303670087471 0.056809069267993631
leaf_count=2355 91008 17008 527 5152 76 53 146 392 99 220 1432 48 42 1833 84 92 20991 4207 43929 402 5012 128 144244 25 4084 564 16899 674 108 97
internal_value=0 0.0403088 -0.0143654 -0.0511262 -0.136515 -0.238325 -0.409442 -0.325532 -0.158131 -0.0552465 -0.0818581 -0.138552 0.770803 0.00675908 0.0431112 0.132044 -0.00797921 -0.0169662 -0.0100429 -0.0570172 0.00054438 0.129531 -0.00392646 -0.0828955 -0.0850183 -0.117129 -0.135914 0.200969 -0.312678 0.435096
internal_count=361931 29559 12551 10104 4952 2959 1384 1238 846 747 1575 1480 95 1993 1917 2447 332372 241364 214706 44331 170375 5140 165235 26658 26633 22549 21311 1238 4412 205
shrinkage=0.05


Tree=3359
num_leaves=31
num_cat=0
split_feature=43 982 635 565 519 346 655 78 1363 752 1252 356 14 346 79 359 1466 16 1173 1397 700 1393 558 843 1182 87 1258 426 338 976
split_gain=12.3224 15.245 20.6699 16.2497 26.1549 21.8227 21.1632 21.5211 19.1301 23.5043 18.6618 18.7195 18.8533 17.9231 17.438 17.3915 20.6389 22.8092 19.2468 17.2695 19.9831 19.031 17.177 19.4793 18.0127 16.8759 16.5438 16.3114 19.4782 22.426
threshold=1.0000000180025095e-35 3.2926812086428403 -0.33927556070914427 0.57102746631496937 2.1420547332082829 -0.70784924620658762 -0.95426889869109321 -1.3936587381146894 2.1958782074693541 -1.385907308364305 -0.98691007441753265 -1.564061888046077 2.5234356921067254 1.8878611470261404 1.5349093771183564 -1.3288815096107267 -0.37464287298065063 0.97532566767742523 1.1714155869397695 0.039681408233942207 0.046957902869996911 1.1773509580411967 3.8704138008638629 -1.6888108946683007 0.23872867211581855 2.5287756632259573 -1.2535952672704689 0.98834330015429817 -0.98257908251360637 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 8 -6 7 26 27 -10 14 12 -12 -11 -8 16 17 18 -13 20 -16 -22 25 -24 -25 -17 -2 28 29 -5
right_child=1 2 -4 4 5 -7 10 -9 9 13 11 15 -14 -15 19 22 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00014787174497385923 0.14887539536322594 -0.008763865273074602 0.041514743770778441 -0.015578816712294908 -0.015839858329022977 0.024299635360269189 -0.010650662655417567 -0.017660468604160547 -0.020976850506512053 0.038374764058598264 -0.01338435019787247 -0.024411652823757068 0.055846835858046173 -0.044638171679473537 0.0076210713722725159 -0.0010442922883397603 0.025940918328157078 0.049013096490679836 0.047995261246634141 -0.014873486519006392 0.091601655135269397 -0.063446701010549542 0.15121758166801008 0.041385107559648832 -0.057035484986004387 -0.016173435916149066 0.017142157630236229 -0.011356197127543682 0.0037012464158147559 0.0023297439873219096
leaf_count=287154 27 280 256 2499 216 887 6489 3094 222 479 3441 706 65 60 201 38451 1035 151 87 248 92 20 20 139 51 1511 94 2013 9296 2647
internal_value=0 -0.0335678 0.392954 -0.0367729 0.0270598 0.346444 -0.0597717 -0.301536 -0.000872956 0.392973 -0.0490138 -0.029896 -0.234441 0.638264 -0.174316 -0.0163559 0.25486 -0.088182 -0.303563 0.262658 0.630159 1.45586 -0.0264711 0.696775 0.440551 -0.0303573 0.899918 -0.0188898 0.0114949 -0.126966
internal_count=361931 74777 536 74241 18319 1103 55922 3215 17216 761 52707 45657 3506 539 7050 42151 1979 944 793 561 313 112 40172 210 190 39962 121 16455 14442 5146
shrinkage=0.05


Tree=3360
num_leaves=31
num_cat=0
split_feature=728 659 1456 701 843 1398 494 1467 1035 837 135 147 280 971 904 15 829 917 843 845 760 492 1387 569 1395 693 1452 1469 484 705
split_gain=12.3117 15.4078 15.152 15.1029 18.8009 16.3358 18.1039 17.1059 16.8661 15.7826 15.438 17.9173 21.9053 19.8341 21.8408 17.45 17.3446 20.3306 18.1098 17.3209 18.4256 20.4138 17.936 17.8998 18.9717 16.8816 23.8396 21.9322 20.3614 19.0828
threshold=1.0000000180025095e-35 0.62821384419828064 6.5329192360459878 1.8685973006114611 -1.9820812129811911 -0.9057329931886885 -1.6341040936791731 -0.20297357575682926 0.77155603498014769 1.2149387877842888 -1.0578481955510421 -0.63386726457697529 3.6028753096309161 0.61335972616144818 0.26859033021326789 1.75861320427609 1.716582690482239 -0.85005678639868443 2.2892590682533238 0.25773889430119284 0.34844910222210396 -0.56898954327853235 -1.2954803175479028 -1.0236615775242706 2.2631972821591453 0.032126794571455806 0.90005214643023135 1.4039267167446501 -1.129926579094098 1.0870985732619181
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 10 9 6 -6 -7 -9 -5 11 12 15 -14 -15 19 18 -18 25 20 23 22 -22 -1 -25 26 28 -28 -12 -27
right_child=2 -3 -4 4 5 7 -8 8 -10 -11 16 -13 13 14 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 29 27 -29 -30 -31
leaf_value=-0.0097568859947856496 -0.0012863994279679941 -0.0018059048531182281 -0.054343828513792852 0.074670891205556866 0.050260208635846161 -0.0098203523072574843 -0.03722035077574367 0.0052027069710284674 -0.015574624919341565 0.0031279402897974977 -0.010957798546213161 -0.0028018394616870466 0.018991473183938526 0.064033232916202124 0.25029613788216742 -0.015960582149017584 0.010090117533921351 -0.0053363587787699151 0.010683210539454296 0.0087872194966484921 -0.063254788496422062 -0.021385635237395478 0.0094914668375315463 0.0064592559586454067 -0.036467151874775651 0.00195328942110628 0.0058563807742572256 -0.041164052685720584 -0.00017105182945790815 0.007334783982548946
leaf_count=1264 109007 41024 83 71 38 3693 388 2860 626 111 2520 33524 137 30 20 739 1356 9187 2462 4691 62 1285 676 5225 147 59422 9779 191 62405 8908
internal_value=0 0.0049389 -0.0265853 0.0127162 -0.0883896 -0.105646 -0.579298 -0.0809058 0.0308826 0.675887 0.0163983 -0.0231584 0.0459985 0.854816 2.11831 0.0353322 0.0263689 -0.0665747 0.0323381 0.0549716 -0.00542587 -0.219811 0.0871441 0.0488696 0.106949 0.0289383 0.00504098 0.105511 -0.0112147 0.0534367
internal_count=361931 252841 109090 211817 7787 7605 426 7179 3486 182 204030 47800 14276 187 50 14089 156230 10543 145687 13350 8659 2023 738 6636 5372 143225 74895 9970 64925 68330
shrinkage=0.05


Tree=3361
num_leaves=31
num_cat=0
split_feature=21 566 1255 495 21 903 552 50 332 533 140 482 1023 212 495 978 288 567 352 1322 156 1252 427 1148 703 1190 710 629 359 1120
split_gain=12.2972 15.7664 14.927 15.8764 14.0026 13.4966 13.3273 13.0122 24.6225 25.796 20.6083 19.5873 18.763 18.675 18.7997 20.8602 22.3584 21.5819 19.7497 25.471 19.5236 19.8748 19.0218 18.8998 25.4364 18.865 18.6902 18.2051 21.2505 18.4324
threshold=-2.7818205974049124 0.85763149634800806 -0.58200220553685977 0.55441035372287939 -2.5927128554490095 1.0000000180025095e-35 -0.68315825862434809 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.43962559229457338 -0.29418823804247007 7.4366709976304533 2.9435377089804819 1.7732457663006544 0.41710258731110789 -0.86957161407588235 0.79274018989528672 -0.97883614737097779 1.4374409415964109 0.58575778590126271 -1.2441430735865433 1.1072839272221782 0.85514867284464147 -0.28728634011979742 1.4445656240845488 0.61706270828395171 1.7152085040206202 0.073596255952220621 -1.6392751701162489
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 -1 -5 8 9 10 -6 -10 -12 14 15 16 -13 18 19 22 23 -22 -18 -20 -25 -24 -15 -9 29 -29
right_child=4 -3 3 6 7 -7 -8 27 11 -11 12 13 -14 26 -16 -17 17 -19 20 -21 21 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.063620756257405792 -0.043664298281768321 -0.031659627962349411 0.030902753603750274 0.046532997580533308 -0.0075777237934713561 0.011650205639027343 -0.045681688861859054 0.0014935882085320832 0.0018127717820209121 -0.00014372051101820587 -0.0025048785908361286 -0.0062159080797759524 0.056925015760105314 0.019317354263707526 -0.0075467415198049552 0.0023478323100573511 0.0037274822844635884 0.0045413927754672217 -0.0030941288989114191 -0.022747362161123011 0.017144412153776042 -0.010776938186841839 0.027834668754432013 -0.0050188129916793099 0.012036080354889449 -0.037622643809061135 -0.014251275697394948 -0.051367194514058204 -0.0099138986038038758 0.0031408869022730521
leaf_count=58 198 90 616 28 27305 78 69 76591 61117 52658 49331 14102 44 1116 5275 20701 4130 7928 20669 450 377 6161 698 1864 2499 83 294 98 3877 3426
internal_value=0 0.257152 0.354885 0.483461 -0.00372924 -0.356185 -0.369657 -0.00348045 -0.0120841 -0.0404501 -0.0773993 0.00626886 -0.0477337 -0.0164776 -0.0207566 -0.0117713 -0.0353968 -0.0119448 -0.036697 0.0929391 -0.058979 -0.180363 0.139298 -0.0314113 0.0990413 0.457039 0.250789 0.019893 -0.0848992 0.0389248
internal_count=361931 939 849 713 360992 136 97 360794 276802 129338 76680 147464 49375 86347 84937 79662 58961 44859 36931 5361 31570 6538 4911 25032 4363 781 1410 83992 7401 3524
shrinkage=0.05


Tree=3362
num_leaves=31
num_cat=0
split_feature=728 1431 744 43 1450 1229 1464 1454 1452 1464 1469 1460 61 1450 482 801 1454 1451 1449 1469 1457 1464 1087 837 770 1052 1055 412 634 1450
split_gain=22.9761 22.8699 20.2339 18.7103 17.8805 28.4677 24.0185 31.2256 26.5601 26.0636 23.4787 24.1546 23.3733 22.854 21.9249 21.6981 20.3194 24.6464 23.7628 27.6181 21.9673 20.5916 20.2362 22.156 20.1419 20.7855 20.1048 19.8516 19.6659 19.6291
threshold=1.0000000180025095e-35 1.0099929608726099 1.3025484894158337 2.2744972866152193 0.88343564287383192 0.68842730247739281 1.20947575187956 -0.58754815837321106 -0.5917826277685192 1.2889961725844452 -0.57885541404845819 0.25278969693660014 1.0000000180025095e-35 0.87081989481316024 0.1573600426269007 4.2344903169405788 -0.2363894608792538 1.0883084361879864 -0.25215149739540188 0.93183573322248126 -0.53886313071809855 0.020652577133266702 1.0000000180025095e-35 1.1298829701396278 -1.4091166887082951 -0.44850607639259238 -0.055068209336175532 1.8311510170418688 -1.7112216444028192 0.95337257963916655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 13 6 7 14 9 -8 24 16 -7 15 -6 22 20 18 -18 -20 -12 -22 -1 27 28 26 -26 -24 -9 -13
right_child=2 -3 -4 -5 5 12 8 10 -10 -11 11 29 -14 -15 -16 -17 17 -19 19 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=7.661076957733946e-06 -5.5781433295067977e-05 -6.2521981507979526e-05 3.9289905386783397e-05 -0.00026913144295906627 0.00050245067882163778 8.8309847265495919e-06 0.001504479831717969 0.00084008836545873241 0.0001388998974029707 0.00042314459591048331 3.3396038907377716e-05 0.00077386181443232901 -0.00026871072114570849 -0.00048916438457109962 4.8144097923057668e-05 -0.00052778193811801551 0.00028287079114107665 -0.00036738549993144576 -0.00014574228634911413 0.0013073539041521503 -0.00083881400367633713 -0.000148853870017227 -4.2346147643693086e-05 -0.00017196155218439271 8.3794053747738618e-05 0.00020723341713360527 -0.00027891393036083415 0.0001537578263124642 -0.00034303503615618438 7.0734097195859519e-05
leaf_count=142860 93858 37747 11079 4153 1229 4437 83 85 2609 714 466 197 1939 514 884 451 1143 1013 2396 60 708 373 32681 7119 2943 5110 939 2358 812 971
internal_value=0 -0.00684908 -0.0495744 -0.0628855 0.001376 0.0514385 0.0890337 0.0576793 0.252387 0.570084 0.0269594 -0.0743462 -0.0724399 -0.00699248 0.316041 -0.00572206 -0.135686 -0.0629112 0.027031 -0.106202 -0.380631 -0.583515 -0.0046051 -0.0493732 0.0928723 0.121116 0.00389363 -0.0271316 -0.241905 0.20977
internal_count=361931 252841 109090 98011 215094 29111 22735 19329 3406 797 17216 7327 6376 185983 2113 185469 6159 4612 3599 2456 1547 1081 185018 42158 9889 8992 3882 35039 897 1168
shrinkage=0.000980392


Tree=3363
num_leaves=31
num_cat=0
split_feature=728 1020 1431 706 974 562 572 1400 599 214 1115 777 829 279 279 18 68 144 667 1384 974 472 1356 1095 1055 830 279 568 828 1469
split_gain=21.0198 20.5521 19.874 18.462 21.3087 18.6028 19.3324 18.2559 20.9312 31.8972 19.4155 19.7558 17.6858 18.0202 18.3137 17.8977 17.0481 17.058 16.9009 17.9012 18.3909 18.6838 18.0577 17.4827 17.0428 18.8085 17.4417 19.3054 17.5411 17.2383
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 2.0258146145105322 0.66264601578696347 -1.3062385695302667 0.58424378195283344 -0.83730841025551084 1.4636847626011269 2.3213228268886947 1.6325824866009084 -0.46049336305159588 -0.87697584303108422 -0.45713797643079224 0.35889131422681947 0.96372854793908636 0.096287335220077874 -0.64046714740125299 1.473346372007182 -1.1365409476010484 2.2805712851719711 1.3745030404662117 -0.50019127212278292 1.0000000180025095e-35 0.29072762987614509 -0.15178404917975899 -0.36826349923045826 0.36698172499528342 0.52987431107178773 0.36139246146652754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 -3 5 -5 -7 10 -9 12 18 -12 13 -10 15 -15 -14 -18 19 -2 21 23 -22 24 29 -26 -27 28 -28 -21
right_child=1 3 -4 4 -6 6 -8 8 9 -11 11 -13 16 14 -16 -17 17 -19 -20 20 22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=4.8107356465316253e-06 -0.00017330781243483185 -2.8316242500816836e-05 -5.48884776328649e-05 -0.00038422328545513397 -0.00023794781880097553 0.00029613107812852821 -0.00018013035983752894 -0.00012808392378987036 -0.00016981777355264412 0.0015088550192718451 -6.4992794650066605e-05 0.00099541511571877195 0.00014953317210814792 0.002065331094227641 0.00010391952424511828 -0.00073292002480333904 0.00026339720195532205 -0.00048403623567632635 -0.00043950379424499941 0.00024034288155540942 -0.0005806220482516654 -0.0002830101891078471 0.001405650972506749 -0.00040769301476559656 6.3478688718679395e-05 3.1152846194017908e-05 0.0010688959710925935 0.00021460359942716232 0.002513611580614819 -0.00022658607408602703
leaf_count=215094 1952 56617 37747 345 777 3203 619 36938 125 88 220 233 1496 81 70 21 267 737 786 1545 39 800 92 419 420 143 171 95 50 741
internal_value=0 -0.0437141 -0.00276817 -0.016186 0.123524 0.190629 0.234208 -0.0879186 -0.112237 0.100027 0.0279041 0.543206 0.0481744 0.619206 1.09359 1.71201 -0.026887 -0.287451 -0.00559589 0.0305545 0.11899 0.0872385 0.965299 0.162586 0.217588 0.52619 0.835189 1.10997 1.47799 0.107532
internal_count=361931 109090 252841 61561 4944 4167 3822 47529 39823 2885 7706 453 2797 297 172 102 2500 1004 7253 6467 4515 4384 131 3584 3165 879 459 316 221 2286
shrinkage=0.000980392


Tree=3364
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 730 783 934 514 603 660 710 691 1022 1016 346 1249 1040 759 834 647 590 639 345 1002 209 494 8 1080 567
split_gain=30.176 21.9152 23.1947 26.9041 22.5779 20.7782 29.3474 25.9213 25.7555 21.3498 23.3734 20.5478 23.4905 20.5193 20.7487 20.8916 21.812 25.8568 20.9785 20.2389 20.1891 46.2558 19.1914 19.5508 19.1402 20.8162 20.7491 18.8306 18.8123 18.7049
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.76029184741838574 -0.3266635670241857 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.0780443506202029 -0.87782724458594241 0.58895901036483078 0.10440673291476525 0.46293354690950167 0.69854289147193727 0.23696906566319156 0.9338414958155935 -1.298475463871557 2.2092738772757108 -1.7658299547505127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 5 11 6 8 9 -4 10 -7 24 -13 14 15 16 17 19 29 -2 21 -3 23 -9 26 -26 -5 -12 -28 -19
right_child=1 20 3 4 -6 7 -8 22 -10 -11 27 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=4.7846300128910618e-05 -0.00033419745113729809 -5.7154916933930682e-05 3.4307094216390239e-05 0.00026698643959880721 0.00046806348154477504 0.00015736586262203014 -7.6450720322143473e-05 -6.1611796039444489e-05 0.00039917452019750803 1.1604964303164967e-06 -0.0004305049444228964 -0.00043681642940266184 0.00015813488502165111 -5.4871157709525671e-06 -2.4663020103128862e-05 -0.0001929833676505364 -0.00020724133449882788 -0.00073335794398776883 0.00075911711067833836 0.00093627005927130521 -6.7288554673582628e-05 0.00038558795636828427 -0.00030525884958508163 0.00035244062645525874 -0.00044720644338568853 0.00018498325189638773 -0.00030860700910451979 0.0005958659688124336 0.00048426893441353314 9.2095743031969491e-06
leaf_count=29559 2747 4821 6880 3890 894 2134 17685 2012 1041 1982 101 642 573 103001 45923 14802 6707 366 210 95 93730 1384 1082 638 445 435 549 996 167 16440
internal_value=0 -0.0249442 -0.013905 0.0321444 0.145855 0.00523461 -0.0273756 0.0948524 0.0838743 0.191445 0.290991 0.105384 -0.152934 -0.0251428 -0.0542808 -0.103532 -0.0618793 -0.0226218 0.0101936 -0.290318 -0.0581969 0.0717992 -0.0466197 0.0475668 0.158431 -0.124626 0.212785 0.533053 -0.121124 -0.000277356
internal_count=361931 332372 232437 42146 7595 34551 25606 8945 7921 5213 3231 6701 1215 190291 87290 41367 26565 19858 17016 2842 99935 6205 3732 2650 5486 880 4606 1097 716 16806
shrinkage=0.000980392


Tree=3365
num_leaves=31
num_cat=0
split_feature=869 1445 1113 797 712 857 428 774 971 289 747 4 1181 611 415 635 1073 1002 227 965 534 868 420 503 659 882 80 1421 582 422
split_gain=12.4881 25.4846 24.5345 23.5429 23.2293 26.9251 24.6647 25.8864 21.3712 23.6839 20.6874 21.2954 20.4985 22.1568 20.0168 20.0149 19.9646 19.6705 19.3587 20.3122 19.0949 18.7903 19.8779 19.8989 21.2356 21.3715 24.2668 20.6487 20.4174 19.7696
threshold=-0.57653763495970078 1.3475299883120082 -0.39222386363763467 0.63961785378869596 -0.63779424894106762 -0.49205703050329141 1.0800852478136467 1.1671123891616608 -1.3617664358580013 0.75895861400952536 0.98810451262880827 0.6325832714265559 -0.5561867104704209 1.0000000180025095e-35 -0.1912077825573664 2.0610481147698709 -0.66361293532055432 0.69854289147193727 -0.694349467553382 -0.38291690967569042 1.0000000180025095e-35 1.0000000180025095e-35 1.4056874894454723 3.9789359817669792 0.62821384419828064 1.0000000180025095e-35 -0.91840389130737166 1.0107116206971127 0.55744534610710572 1.7356518203801776
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 21 14 8 7 -7 9 12 20 -12 13 -6 16 -9 -5 -1 -8 -20 -10 22 23 24 25 -2 -27 28 -26 -28
right_child=3 -3 -4 4 5 6 18 15 10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 27 26 29 -29 -30 -31
leaf_value=0.0060524921253670297 2.2515837943394133e-05 -0.004000716193895219 3.464381648037446e-05 0.025079917811507424 -0.034054942754526307 -0.00913914634148239 0.022194396952180215 -0.0015396955920197811 -0.016772093464125701 0.077518462239481958 0.0014739835543091176 -0.022810326348343138 -0.031735791618957711 0.069482124326834815 -0.0042691388427887004 0.018687863752706417 0.0042542036482799009 -0.0028669515591428205 0.013119438797957312 -0.0073481481244127376 -0.0036494990145424949 -0.0014588979280873119 -0.0036892792892883187 -0.019309798213507406 0.00071022853376500163 -0.0023311361361647988 0.0046024582306588326 -0.015210548860031151 -0.0087966314561056802 -0.0047284445170102055
leaf_count=20438 53913 13222 31931 655 78 9200 744 12507 6068 80 2696 599 173 108 3262 552 3326 3367 1028 1405 2485 97103 13023 824 15148 10102 49777 1745 3596 2776
internal_value=0 0.0238916 0.0424989 -0.0105865 -0.0613537 -0.087345 -0.0410063 -0.0735972 -0.17908 0.412762 -0.196067 -0.0499729 0.0617391 0.711117 0.0537562 -0.00704896 0.154346 0.0949949 0.13883 0.0405407 -0.264593 -0.00162516 0.0138796 0.0219357 0.0238271 0.0357937 0.0634378 -0.0453345 -0.0242593 0.0814018
internal_count=361931 68958 55736 292973 44966 37723 25436 22259 12287 439 11848 3295 359 186 7243 13059 3981 23805 3177 2433 8553 248007 150904 137881 137057 116568 62655 20489 18744 52553
shrinkage=0.05


Tree=3366
num_leaves=31
num_cat=0
split_feature=1458 1465 1465 1452 1466 1462 1460 216 1454 1013 1458 699 1451 1451 1459 1458 1467 597 554 1465 1312 1129 1098 1450 1188 1168 21 553 618 373
split_gain=12.4034 23.7138 51.3377 27.5172 19.8351 32.0524 24.5059 23.2452 20.8755 20.1013 20.4847 22.1671 20.0279 31.0003 30.4677 34.5482 23.2088 22.2705 19.5784 20.2186 19.7126 21.6775 19.3816 18.9296 18.8505 18.6514 18.5997 17.9513 19.2769 18.3215
threshold=1.8460070869938618 -0.32159838348241315 -0.17812979263601394 1.6018939448921981 0.10938426410252901 0.79865288842650972 1.3228809068545828 -0.63864586494195386 2.6579444067051354 1.4812727367704444 2.22567558773348 -0.88506315366717647 0.39905032773487564 0.10174874292923865 1.4614626038057483 2.1367841577049291 1.3706863998361938 1.0000000180025095e-35 -0.18238970113893865 0.84595576380118198 -0.49675676804729968 -1.389784325631108 0.19381361040592709 7.6965356047778188 1.2822327607854553 1.0000000180025095e-35 -3.2545899522946695 -0.15279232494789569 1.0000000180025095e-35 1.3916986491924506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 3 -3 4 12 6 7 25 9 10 24 -12 13 14 15 16 -2 -16 19 -4 -20 -22 -5 26 -7 -6 -1 28 -21 -30
right_child=1 2 18 22 5 8 -8 -9 -10 -11 11 -13 -14 -15 17 -17 -18 -19 20 27 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.019689482671769669 0.011163150364666023 -0.03845666473372724 -0.013516218228044011 -0.017416261554766495 0.015155183002322978 0.045055190766961455 0.021355796131175494 -0.023741440884350182 0.040054066010192409 0.059554346813751116 0.022881466687069568 -0.019911848422192041 -0.00045855128375068112 0.037219573366398459 0.010322825058355443 0.040523218519843293 -0.052211349493053449 -0.043055391570620362 0.014012481070662469 0.022633932602602231 0.070029233547697967 -0.0014419353346276373 0.011653320827848417 0.065781915821678374 -0.047049511646003891 -0.047355534691585544 -0.00038526355368567495 -0.0087616793473512065 0.0015622714315811791 -0.078159947904201499
leaf_count=583 398 451 1880 824 384 160 270 892 282 62 192 431 648 774 194 468 81 183 1833 682 48 2756 425 39 27 78 344725 1351 773 37
internal_value=0 0.0544262 -0.0155407 0.15106 0.213462 0.0866236 -0.11926 -0.251751 0.340619 0.175403 0.0774017 -0.117492 0.341758 0.43594 0.225574 0.427616 -0.010992 -0.305338 0.0179456 -0.0865393 0.114145 -0.00287793 -0.148307 -0.00671612 0.648093 0.1307 -0.00694925 0.0312841 0.184063 -0.0353815
internal_count=361931 16584 9811 6773 5524 2778 1624 1354 1154 872 810 623 2746 2098 1324 947 479 377 9360 4723 4637 2804 1249 345347 187 462 345308 2843 1492 810
shrinkage=0.05


Tree=3367
num_leaves=31
num_cat=0
split_feature=1454 1458 697 229 1187 76 362 628 840 375 978 1450 776 609 1037 1455 1470 1029 1038 1050 1468 1127 1454 1463 324 1458 1465 492 773 327
split_gain=12.2698 12.7714 16.1731 17.3968 19.4989 14.8639 15.6988 14.8069 15.7483 15.5381 20.7652 14.6869 14.4609 15.0358 16.6317 14.3125 30.9034 24.2088 21.7062 21.4005 24.2316 20.4166 18.2763 38.1134 28.7161 22.4142 19.417 23.5226 18.82 17.8304
threshold=-1.0640499357927207 2.6054386111478895 1.6433314404714263 1.0000000180025095e-35 1.3184484253728141 -0.98529934365915972 -0.29968600863363365 1.7208331881965053 0.58892914493524195 2.0992015153498529 -0.66825145331070812 7.6965356047778188 -1.0226345329627995 1.0000000180025095e-35 1.6573896954728535 3.0460623713797315 -0.70412577816383015 1.0000000180025095e-35 -0.46500656140143642 -0.73885868517382736 1.5815342945870006 -0.85611207381840082 3.8331818028246452 1.8538152441063134 1.0000000180025095e-35 2.4356060858615711 1.0472234028739933 0.050600229620389008 0.22147319068225793 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 4 7 -5 -7 9 -9 -3 -11 15 -8 14 -14 22 17 18 -17 -18 -21 -19 -2 24 25 26 27 29 -26 -24
right_child=1 2 -4 5 -6 6 12 8 -10 10 -12 -13 13 -15 -16 16 19 21 -20 20 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.020020284716315631 -0.00045834303766108464 0.01493300976175386 -0.013516607820528903 0.015182446419640625 -0.0085144245653195113 -0.015107818685165256 -0.029521851064592361 -0.022049353124707963 0.042757054290859117 0.023060013480684136 -0.034273559843471198 0.051227654516293554 -0.014708053079561351 0.017718583107620745 0.059729766219700789 0.0057397135428938623 0.035520344637585605 -0.036957478365393183 -0.0171016923784875 0.014039929657627001 -0.018056459027110304 0.014818108472307859 0.010049418233803689 -0.020556975811335379 0.0081292602009677781 -0.053097407632559393 0.006870230447878824 0.053267748058985445 -0.041648966673452616 0.049169002148678587
leaf_count=604 344352 3727 669 467 623 1022 151 297 49 112 167 51 441 619 33 788 449 98 1410 1922 346 1096 500 447 219 47 558 327 168 172
internal_value=0 -0.002767 0.0795762 0.104828 0.178496 -0.0334997 -0.107816 0.228683 -0.22402 0.262271 -0.208735 -0.00515975 0.0583662 0.143427 -0.164261 -0.00538618 0.0998362 -0.0404096 -0.178273 0.273794 0.187103 0.209981 -0.00754606 0.175181 0.294992 0.410394 0.451247 0.62188 -0.257361 0.396057
internal_count=361931 361327 8377 7708 4975 2733 2266 4352 346 4006 279 352950 1244 1093 474 352899 6109 3392 2198 2717 2268 1194 346790 2438 1991 1604 1557 999 387 672
shrinkage=0.05


Tree=3368
num_leaves=31
num_cat=0
split_feature=800 1237 516 789 359 1470 1469 626 429 564 515 837 1366 1116 491 766 1046 1466 280 1443 971 81 1065 566 560 898 834 224 1453 1450
split_gain=25.503 22.262 22.1823 28.571 24.4635 24.7387 23.6457 25.4186 23.1179 24.0002 25.1144 24.2963 26.6786 22.6069 25.7174 21.6871 21.181 21.8833 20.8421 23.1574 22.2953 22.0958 20.7202 20.5873 20.0571 20.0481 19.8997 20.2903 19.8959 22.9717
threshold=-0.57812715656594349 1.4298092310842805 1.0000000180025095e-35 1.1248358748350926 2.245824749166097 -1.3664195657027294 -1.0116054822771126 -0.31058345720964176 1.3716071297642392 1.3431984933504835 1.4353143596930875 -0.12570290937679326 1.0000000180025095e-35 2.7733144026751986 -0.085484550239284432 2.4326100170511262 -0.10276956385831125 -0.22241172008597768 0.8687943386892174 1.593744732512876 0.16905731752721606 -1.3346241137470207 1.0000000180025095e-35 2.1059719136688364 -1.6649195965490857 0.89695817566479907 1.2814707039998845 1.9584752647240873 0.43370469085150809 -0.85352856111255682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 6 -6 16 28 9 10 11 12 25 14 24 -7 17 -4 19 -12 -20 -22 -3 -9 -10 -2 -18 -28 -8 -30
right_child=2 22 3 -5 5 15 7 23 13 -11 18 -13 -14 -15 -16 -17 26 -19 20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=3.4078168282075918e-05 5.6129914583979098e-05 -0.00018264864698276838 8.5904359857978197e-05 -7.979956684780841e-05 -0.0011893326903958943 0.00018427871214905529 -8.3866706965327804e-05 2.6366721042609617e-06 -0.00097649743642985634 -0.00016956046846704014 8.7391647430350532e-05 -0.00012322054835817696 -9.9193070302487353e-05 0.00070252830714422998 0.0002149846514799072 -0.00073642497418502633 0.00014917113893557843 -0.00010926113420853744 -0.00028488280084484934 -0.0001092323596819332 0.0018103790149690544 3.6928352084258913e-05 8.7735819530608048e-05 0.00019951935701524937 -2.2640754450073832e-05 -0.00015573007561465473 -0.00020507072260658342 0.001385808510158987 -0.00016255218316180999 9.0415237031765751e-05
leaf_count=64302 16814 5897 5537 23724 63 4673 38799 64534 236 10572 15626 35991 19059 231 2584 131 10483 5408 3272 4949 59 1736 2234 2315 7846 3394 1109 38 2567 7748
internal_value=0 0.022258 -0.0255811 -0.00920815 0.00326782 0.149581 -0.00291347 -0.0171614 -0.0519141 -0.0633791 -0.0510293 -0.074516 -0.0342971 0.0503113 0.0332534 0.166139 0.0610332 -0.0104368 0.0160565 0.047049 -0.146644 0.0875657 -0.102927 0.01109 -0.0380243 0.0260485 0.123704 -0.153903 -0.0595536 0.0306362
internal_count=361931 72433 289498 167129 143405 4867 138538 115963 122369 111472 100900 75258 39267 10897 10666 4804 22575 10945 25642 20575 5067 1795 8131 66849 8082 20208 11630 1147 49114 10315
shrinkage=0.000980392


Tree=3369
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 268 785 791 746 925 1443 1097 912 762 996 1071 813 566 395 1256 969 858 1317 667 464 347 705 486 1453
split_gain=34.3575 26.2316 31.6721 34.4076 36.7665 56.7353 30.3512 30.4916 29.7974 37.87 27.8253 27.7765 27.3835 34.0019 26.035 25.6748 26.1256 24.7458 24.7216 24.5307 24.3785 23.1233 22.3713 22.2569 22.2562 22.0622 24.0003 22.1626 21.5101 21.2108
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.0000000180025095e-35 0.58460966528228819 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 1.593744732512876 0.56536575231373476 0.48481848852188064 0.21147417596499959 1.0565563832172893 0.69084194168817237 2.1641256470006294 2.1710320005650359 0.66415532897360485 -1.3494139952004127 2.1158990288977795 1.0825608069246189 1.4278669885825741 1.0000000180025095e-35 1.0000000180025095e-35 1.7568295677752002 1.8323193334265595 1.8285394610960151 1.2041679343814773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 8 11 7 15 17 14 12 21 13 24 19 16 25 -4 -5 -10 -11 23 -7 -6 28 26 -3 -27 -2 -8
right_child=1 6 3 18 5 22 29 -9 9 20 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=5.120899099391879e-05 8.083457457904544e-05 5.8864191794986554e-05 -7.0642019192617065e-05 -9.5803272033771896e-05 -3.1589708807907696e-06 0.00033440493580274509 -0.00010586797830214248 0.00027521311595231715 -0.00010462305404528596 -0.00045900696995417712 -3.2809847629513986e-05 -0.00017304407289407122 0.00014881585223965537 -0.00022596265937564034 7.7812945109373785e-05 -0.00020719305391895949 -0.00013543470901630387 0.00010419304055493937 0.00011315325701365964 6.3231702237167049e-05 0.00017035785618787634 0.00039806035738964608 -0.00016147265851037659 0.00030720807298608961 -6.7079351237678766e-05 0.00026329115765622116 -0.00077336249606086273 -0.0011845981045725718 0.00045704965303502765 0.00023515045174820004
leaf_count=29559 8559 3417 94773 82453 13604 3657 6874 3273 22476 380 30501 4097 10304 2883 9039 1407 1724 3837 2811 5480 6711 703 466 1184 6263 3767 170 47 673 839
internal_value=0 -0.0263442 -0.0325438 -0.0449246 -0.0266561 0.0541851 0.0444028 0.101551 -0.0415393 0.00994002 0.0139782 0.00225687 0.0647209 0.00840879 -0.0249229 0.0479203 0.0884704 -0.0639685 -0.0882917 -0.0648102 0.148641 0.0423465 0.284146 0.022263 0.0503765 0.143059 0.0235614 0.251539 0.115321 -0.0658122
internal_count=361931 332372 310854 251671 166407 23711 21518 13805 142696 44086 59183 19588 28682 18378 36995 10532 9125 98610 85264 27956 7091 15491 4123 14788 15495 7401 3587 3814 9232 7713
shrinkage=0.000980392


Tree=3370
num_leaves=31
num_cat=0
split_feature=785 804 665 1245 284 894 1035 1470 841 944 1459 574 1259 621 912 572 718 1053 10 821 288 285 735 710 1312 120 917 828 1109 1425
split_gain=12.4707 13.9008 26.5213 17.808 18.2417 17.6452 19.0693 18.563 22.5504 18.4823 17.5385 17.2989 18.2737 17.1248 16.475 16.5824 15.9026 17.4386 22.2201 15.7566 15.6804 15.5506 15.3574 15.9522 17.6827 15.2292 15.024 14.7476 14.7819 14.7376
threshold=-0.86283290253235112 2.2521318533151415 1.0000000180025095e-35 2.4485652382148761 1.5000999175210408 -0.39311499224380125 1.7032257776607513 0.58103954765570087 0.89190286077812353 0.53713281317862982 0.097572730827532081 -0.71454879228704005 0.20095425387195706 -1.4410167049435016 0.75677795413231486 -0.16837279013993753 -0.49030554980422836 -0.59090804226782845 0.24687191311440396 0.81031915139461763 1.0045884237230944 0.29920875687768622 3.1554326354961759 0.4942948747401511 -1.2465475691486116 1.0077541972150732 -0.099333507498598456 0.92716129511813083 -0.69396135343409859 7.0146924894531324
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 5 6 13 8 -7 14 11 12 -3 -4 15 -9 17 18 21 -5 -21 -12 23 24 -13 -17 27 28 -15 -24
right_child=1 2 3 19 -6 7 -8 9 -10 -11 16 22 -14 26 -16 25 -18 -19 -20 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019841138294841021 -0.00055923049586802738 0.036200423720155438 0.092432394205713142 -0.030547598842133334 0.028893769269487342 0.02059611361287739 -0.073226951109649274 0.011903893303577422 -0.0036183836780743876 0.033299111516948685 0.019672633233039079 0.052686979474687368 -0.025581497854656316 -0.028023658974148626 -0.037883885909861276 -0.033559553991844064 0.012018466636982961 -0.025578193238443916 -0.032473017395919741 0.048612838949819014 -0.055708731339502771 0.10521036531109439 0.0038019246413357292 0.0041338847515048644 -0.022454049946983849 0.046880664633007975 -0.021066589591271889 -0.033902554872278494 0.014114960819237923 -0.079384766060008161
leaf_count=29559 321456 198 24 259 460 2114 46 435 548 148 102 40 95 118 162 214 1197 384 84 53 22 29 863 394 1647 33 358 105 752 32
internal_value=0 -0.00803128 0.0668343 0.161309 0.189008 0.151489 -0.0522866 0.227428 0.317131 -0.021682 -0.0511219 -0.151327 0.368327 -0.00866902 -0.143885 -0.000156267 0.114244 -0.201474 0.291841 -0.325207 0.449449 0.828334 -0.201838 -0.312507 -0.411902 -0.460156 -0.0393727 0.0937772 0.181004 0.0291868
internal_count=361931 332372 10916 5851 5517 5057 1403 3654 2662 992 5065 3269 293 1357 844 682 1796 599 215 334 75 131 2976 2081 1687 247 1333 975 870 895
shrinkage=0.05


Tree=3371
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 497 340 83 779 423 1314 1451 1470 1441 755 1251 1427 1439 1395 1470 235 660 1458 970 1257 735 958 1347 816 606
split_gain=30.234 34.1359 31.0761 30.6616 31.4596 25.1859 25.0252 22.1384 21.4493 22.2963 21.2864 20.6874 20.2158 19.7551 20.1553 26.4757 25.7673 26.1444 21.6385 22.307 21.7042 21.2394 21.1295 23.5185 20.6329 19.7052 20.7999 24.4212 23.763 26.618
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.28191752204954684 1.7603402020327763 2.2841970610333457 1.3931997016493665 0.11941468766767303 3.2755819793892029 0.36969867185407429 -0.63398465305558782 0.75140231727557782 -0.90123702445516929 1.7193014468115779 1.2103694265132638 -1.4819508449819379 0.48575677691355118 0.70356782200899082 0.22665471409132587 0.43911945032593663 1.4242683125828084 0.26872683687560334 -0.1846515288168421 0.85100674349800609 0.4094592847270731 2.2560756724538602 1.313041538630376 0.67705179624153933 0.34754775078765171 0.44224916350105375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 11 3 8 5 6 7 -5 9 10 12 -2 -3 14 16 -16 17 18 19 21 -21 -1 -19 -24 -22 26 28 -28 -4 -30
right_child=1 2 25 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 22 -20 20 24 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-2.6571473116394478e-06 -0.00010786909710966496 -0.0002796831938377465 -6.9108690473397902e-05 1.0835434258832816e-05 0.00025639267370740945 0.00028311619475015126 -0.00019091125315251662 0.00010689945396588372 0.00024900279669152971 -0.00010269313665126814 3.5428334585314729e-05 5.1304364001791032e-05 -2.9580349648039578e-05 -0.00019296938890562261 0.00025888592111744912 -0.00013007955308052147 8.8352899991699639e-05 -0.00026804231995926462 -0.00010603999739333983 -0.00012198698730120366 8.6959077127481138e-05 0.0001592757390526055 2.3806909558544214e-05 -0.00039363298458812808 0.0013633780941956222 0.00010042209037011724 1.8094645439188878e-05 0.00031536399030387936 -3.7281858019906458e-05 7.0354517288827127e-05
leaf_count=11356 31623 2185 59635 28234 3390 2025 2586 18129 1509 12465 28146 5215 7237 7554 1131 28738 9841 5884 11677 7322 240 7154 4282 1193 105 5054 7592 1490 34061 14878
internal_value=0 -0.00857594 0.000394501 0.0283386 0.064434 0.0501636 0.0400441 0.0506969 -0.0115081 -0.0194815 0.00710066 -0.0824887 -0.0906558 -0.060351 -0.0503285 -0.113561 -0.0266375 -0.049186 -0.0201283 0.0177741 -0.0960701 0.0609971 -0.158868 -0.0514916 0.517473 -0.0238273 -0.0301731 0.0734603 -0.0387439 -0.0041363
internal_count=361931 265454 228616 105906 54364 50974 48949 46363 51542 50033 37568 36838 9422 96477 88923 29869 59054 49213 37854 26177 7667 18510 11359 5475 345 122710 117656 9082 108574 48939
shrinkage=0.000980392


Tree=3372
num_leaves=31
num_cat=0
split_feature=1166 407 284 570 457 1453 1177 1466 624 1039 705 1465 1468 21 565 1252 625 1469 1452 974 1458 1470 820 359 1462 1243 1470 831 1464 1457
split_gain=21.9206 29.7059 26.8187 26.6962 25.5209 25.8809 25.3242 23.2153 22.5716 24.9041 23.2439 22.5597 21.9398 21.4929 36.2457 32.6444 30.103 28.2876 27.4301 26.1584 25.2018 27.1569 40.9232 23.6507 23.5268 23.1757 22.7625 32.2664 22.6403 22.169
threshold=-0.94772631485393388 -1.2965003005540392 2.2801252649837127 -0.66020926341496977 2.3716694046974869 -0.074792591002300263 1.1288173896071474 -0.39115731296020156 -1.4097550793351623 -0.32249679562994732 1.6353069485554472 -0.54793628445649167 0.35527105212377691 -0.32341995197817647 -0.48628576117259498 2.2418075703245335 1.9670272208734918 -1.1256941366283033 -0.18157124906225561 1.2352093818964032 -0.5981944481757393 0.78209301887286675 1.0000000180025095e-35 1.0650029522984426 0.37407200465964635 -0.0046328790749827703 -1.1298860701531226 0.7352422090975943 1.9500656699900734 -0.39785226149588032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 8 -6 7 -5 9 -3 13 -7 -13 14 15 16 -10 -16 19 25 21 24 29 -21 -20 -19 -15 -28 -27 -23
right_child=1 4 -4 6 5 11 -8 -9 10 -11 -12 12 -14 26 17 -17 -18 18 20 23 -22 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=1.6581550896994058e-05 -8.5026758117912965e-05 1.6015170382436703e-07 0.00030085012699550978 3.4287867751206811e-06 -0.00026116610546605273 -0.00033657619438224256 -0.00017877618627888724 -9.5334483700698302e-05 -4.2786087791059382e-05 -0.00027419987725416334 0.00017723519686527653 4.7749226209513191e-05 0.00068859980802818237 -8.6448731106091096e-05 0.00019342409227778972 0.00052423813148855811 -0.00052388739349333352 0.00019410375437713034 -8.5937496228878505e-05 -3.1355560631920486e-05 -5.9744514545235178e-05 0.00036140709323836907 0.00081561750682811445 -0.00068189902340840924 0.00033413503808751209 5.7273202948199301e-05 -1.4676162520532849e-05 6.8992310800576389e-05 -0.00071670856450169543 -0.00068597942277435467
leaf_count=28953 34528 4551 862 27988 5158 823 14698 32865 16084 3854 3841 1436 418 14077 6644 475 829 10220 2579 1659 13837 220 516 288 810 7921 99341 26055 213 188
internal_value=0 -0.00349651 -0.07364 -0.0463229 0.00499743 -0.147987 -0.0731785 -0.0521557 0.00874842 -0.121315 0.0127462 0.0573828 0.202034 0.00946169 0.0438313 -0.0465939 -0.0637081 0.0755655 0.050711 0.104959 -0.0144115 0.139092 0.461609 -0.131631 0.0365001 0.131061 -0.00567712 0.00394428 0.0402894 -0.0963013
internal_count=361931 257427 35390 104504 222037 7835 75551 60853 214202 8405 205797 2677 1854 201956 62483 17388 16913 45095 38451 20301 18150 4313 924 1947 3389 18354 139473 125396 8134 408
shrinkage=0.000980392


Tree=3373
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 730 783 514 934 603 660 563 727 1002 209 8 907 461 29 10 796 772 381 1466 983 672 1117 494
split_gain=24.3293 20.382 21.9119 23.6311 21.5783 20.3049 46.1318 20.0547 29.4758 25.8998 25.2962 21.4792 23.1345 19.2202 19.0724 19.0488 21.7055 18.7313 18.3332 22.0359 18.2077 18.4246 18.1736 18.0986 19.7411 19.532 20.8559 20.9609 18.0044 17.9754
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 2.0405992520496379 1.0000000180025095e-35 0.69854289147193727 0.23696906566319156 -1.298475463871557 0.51732753832957667 1.0000000180025095e-35 0.82152675923177465 -0.43543206165028031 0.38087715954262297 -0.28708682036526079 -0.32502189658861175 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 -1.2591097148690287 0.9338414958155935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 7 -5 6 22 8 9 -4 11 12 -9 18 -1 29 -17 -14 -12 -20 21 -11 -3 24 -24 -25 27 -27 -8 -6
right_child=1 5 3 4 15 -7 28 10 -10 20 13 -13 17 -15 -16 16 -18 -19 19 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-1.7186879042746726e-05 -2.0997313254267092e-05 -0.00015250340491980915 3.8821253245861943e-05 -0.00011233286291184026 0.00028747585917394844 -6.2517696772506254e-05 -0.00068376502501929493 0.00015953295869893926 -7.2305236803892921e-05 0.00023649520769190171 -0.00014416931964586672 1.6807091991514483e-06 -0.00042785408204063923 0.00083961838287071992 9.3117540600260693e-05 -0.00040145254624726081 0.00022077761507338021 0.00059641728689034603 0.00061837205659204817 -0.0001521429512868221 -0.00019031789550420076 0.00087637957231997379 0.0010188352557637646 -0.00034320299403883093 9.0178081274878798e-05 0.00089340768599111854 -0.00063458554282336862 -0.00082974808900772344 0.00044147193887235814 -4.9416287254020235e-05
leaf_count=12551 190291 3383 6880 1294 4514 93730 93 2134 17685 431 2949 1982 101 97 17008 480 482 996 322 364 225 385 235 540 276 229 100 58 1291 825
internal_value=0 -0.0211346 -0.0104809 0.0343365 0.141109 -0.0532751 0.0773107 0.00909793 -0.0229792 0.0886592 0.0972453 0.192747 0.292701 -0.0427243 0.0451456 0.191447 -0.0818391 0.533719 -0.0705757 0.251435 0.413386 0.553845 -0.0529505 0.172907 0.534699 -0.0312961 0.359994 0.654524 0.398634 0.241207
internal_count=361931 332372 232437 42146 7595 99935 6205 34551 25606 7921 8945 5213 3231 3732 29559 6301 962 1097 3635 686 1041 816 4821 1438 511 927 387 287 1384 5339
shrinkage=0.000980392


Tree=3374
num_leaves=31
num_cat=0
split_feature=1423 1303 759 293 1319 493 975 225 51 615 50 740 634 278 1014 156 636 1446 212 225 495 789 428 869 797 1457 1457 699 1441 857
split_gain=12.8202 16.6293 17.4721 21.1464 21.3977 20.8874 22.032 17.6584 15.8701 18.9386 20.3473 18.3996 19.8481 17.5909 17.8343 17.5291 17.6624 17.1521 23.0557 22.121 17.3189 16.7105 21.5783 20.3396 25.5523 22.716 31.3483 27.5754 24.8955 21.5821
threshold=1.0000000180025095e-35 1.7160994611581364 0.30383922492467924 -1.0451397767853665 2.2611729333863546 -0.31673168511947142 0.79671413123863621 5.4155532027186863 1.8613588887694643 1.0000000180025095e-35 2.4096561148868774 1.0000000180025095e-35 1.0691579666164361 0.60702865258244065 1.0000000180025095e-35 -0.67214647191702082 -1.1932343799465619 -1.3745328375822587 1.3355510730905926 -0.51441838767118964 -0.44523394923600396 1.1248358748350926 1.3971008691490929 -0.57653763495970078 0.63961785378869596 -0.21045860072163367 -0.20187622828330223 0.5129503436950319 1.0000000180025095e-35 -0.49205703050329141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 7 5 -5 -4 -7 -3 21 11 13 -10 -13 -11 15 16 -15 19 20 -17 -19 23 -23 -1 25 28 -27 -28 -25 -26
right_child=1 2 3 4 -6 6 -8 -9 9 10 -12 12 -14 14 -16 17 -18 18 -20 -21 -22 22 -24 24 29 26 27 -29 -30 -31
leaf_value=0.0026723628400375315 -0.0012671988920765782 -0.015281733921243393 0.00044790525857531867 -0.0060248467307336892 0.099582704547917678 0.066419291051222337 0.25019772762181824 0.08660634083996066 -0.016284012651090002 -0.0039326665653290219 0.055090918477298426 0.00052737712941085301 -0.031626101447771539 -0.02761881903909193 -0.012874626789524037 -0.061459262111739771 0.067922606870547492 -0.022382470971695483 0.12245540385655573 0.093391791495304383 0.022653987301041002 -0.0010898013800289329 -0.010305456117121185 0.00061621134595903114 -0.0068602116811321001 0.035445369406273255 0.003264655047178629 -0.0017860288368402978 -0.0038105979379459429 -0.00071262749827279202
leaf_count=47616 69903 3710 77 1050 20 49 21 33 3408 5402 68 2609 308 35 342 26 154 301 21 86 218 26859 3515 59557 11652 337 54667 20718 25675 23494
internal_value=0 -0.034581 -0.192745 0.101638 -0.041357 1.07058 2.07302 -0.287243 0.00237353 -0.0882773 0.0203465 -0.181812 -0.0541219 -0.00146867 0.268117 0.448438 1.05142 0.240943 0.0780965 1.25142 -0.0302268 0.00564162 -0.0440017 0.0121519 0.00137664 0.0136094 0.042588 0.0392755 -0.012605 -0.0562444
internal_count=361931 74863 4960 1217 1070 147 70 3743 287068 12978 6653 6325 2917 6585 1183 841 189 652 540 112 519 274090 30374 243716 196100 160954 75722 75385 85232 35146
shrinkage=0.05


Tree=3375
num_leaves=31
num_cat=0
split_feature=728 813 620 15 1100 800 791 519 730 138 1182 467 1080 993 921 981 914 775 507 1047 497 560 281 6 1039 975 1249 768 470 215
split_gain=24.9845 21.4937 25.6923 23.9813 21.4933 21.1581 23.869 32.5822 31.2366 28.7896 27.2701 25.218 25.0087 25.9349 28.7948 27.5057 25.6231 24.9933 24.5045 23.9801 22.9887 22.527 22.1678 24.6029 22.0843 22.7755 21.617 21.0634 22.0946 21.0577
threshold=1.0000000180025095e-35 0.44561103650162237 0.13102810056866962 1.7252490091840407 1.6293515030253838 -0.57812715656594349 1.0000000180025095e-35 0.65569131416984383 -0.33215574005720661 -1.2430830663240875 0.073158326182919689 1.0000000180025095e-35 2.2092738772757108 -0.89727091510114898 1.0000000180025095e-35 1.5547011264505639 -1.0872674249604384 2.0122105609356695 1.0941628986121894 2.5785020864136827 0.34921007296954604 0.30242275207870123 -1.1763491721892991 -0.63703759295199791 -0.95435631543312061 2.3749777580894733 0.280204087680616 -0.11563839736555788 0.66595742291584703 1.4488263587503545
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 29 8 10 12 -9 11 27 13 14 24 -15 -14 -11 -10 -17 -16 -20 -13 -24 -7 -26 -12 -8 -29 -1
right_child=1 2 -4 -5 -6 6 7 9 18 17 26 22 16 15 20 19 -18 -19 21 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-2.7881504502590745e-05 -0.00013847868950876219 -3.6671460776518293e-06 -0.00015086923234432174 4.8518896681035574e-05 -0.00012513437171773314 -0.00047882737372038903 9.0988646726874301e-05 -0.00031767131923387013 -4.6990954075706814e-05 0.00010871312807887279 -7.1280963842234563e-05 -0.00025908095694430149 0.00046582853923098685 -0.00014187957352579904 1.8517177254732396e-05 -3.9873125785107742e-05 -1.2079999184236561e-05 -0.001184136770104111 0.00026731420103661031 0.00046527696132919348 0.00039043221125086209 -6.7646085089320541e-05 0.00027081269492350784 3.0363355866925423e-05 1.0968738521884937e-05 -0.00040458668229867618 -0.00023262099807103853 -0.00014305730166867277 5.9571657756763372e-05 0.00013986409179686797
leaf_count=41369 77391 18447 9099 4153 32810 724 3154 817 22406 9838 12759 1062 513 66678 2210 8018 3663 78 2176 386 1151 1440 2705 7481 4538 855 6897 12699 2729 3685
internal_value=0 -0.107368 -0.0532556 -0.13029 -0.0632306 -0.0564682 -0.0676038 -0.0316463 -0.0863581 0.0723089 -0.057479 -0.0163326 -0.10634 -0.115293 -0.00308225 -0.128924 0.049452 0.102389 -0.0191588 -0.0137322 0.159191 0.140577 0.066166 0.0953408 -0.0996972 -0.0503453 -0.125678 -0.0667652 -0.101856 -0.0139226
internal_count=361931 109090 27546 81544 252841 220031 174977 60219 114758 10733 49486 29830 88736 84560 9478 75082 4176 9916 26022 8404 3361 3616 11248 10186 6117 5393 19656 18582 15428 45054
shrinkage=0.000980392


Tree=3376
num_leaves=31
num_cat=0
split_feature=785 728 1080 195 557 1156 771 189 647 590 945 727 843 1110 93 332 775 232 1106 540 1050 1378 954 629 355 141 278 487 429 930
split_gain=28.3421 25.7546 21.7717 21.9301 20.9705 23.5394 22.1711 21.5413 20.6039 46.1926 19.8699 19.4337 19.0403 20.0929 31.8164 18.6597 26.3922 25.6917 25.2157 24.1606 24.1526 22.1014 21.9126 21.5928 21.2095 20.3956 25.7875 20.0502 18.739 18.5646
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2092738772757108 1.3909106807663625 -0.35952260062872804 1.0000000180025095e-35 1.5265272373495906 2.7059755265676442 -0.87782724458594241 0.58895901036483078 1.9181452473571214 1.0000000180025095e-35 -1.7313823924879139 -0.18175503731272377 1.0000000180025095e-35 1.0000000180025095e-35 0.14361814403026646 0.92584771804271815 2.4753266893479795 0.99026637822014563 1.6882490053599626 1.3270320169852767 2.9053803668447165 1.1491532981758965 -1.4264884725078422 0.4778012690753205 -0.26136076876184339 3.6510187249897208 -0.9530574443821499 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 29 5 7 15 -2 9 -3 12 -1 -7 -14 -15 16 -6 19 20 21 25 24 -21 -23 -17 26 27 -18 -25 -4
right_child=1 8 3 -5 6 10 -8 -9 -10 -11 -12 -13 13 14 -16 17 18 -19 -20 22 -22 23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-1.7076497037169059e-05 -2.0898583431870546e-05 -5.9124656704202755e-05 -6.3591135578519977e-05 -0.00025921845531762689 1.7332871186410053e-05 -0.00038293408564308798 -0.00020255715590727729 -0.00041541220699791939 -7.0753494080260651e-05 0.00038301234999311659 -0.00044093634657421801 9.4112614169518407e-05 -1.1388912531420414e-05 -7.9460289593348333e-06 -0.00029049060574529406 -0.00037052317233379984 -0.00028593646479530574 -6.853898078629063e-05 0.00041067885373307012 0.00014503589975428522 0.00015750351597288857 0.00021560268067651929 -0.00011180502998566332 0.00074201536526129913 8.0016310970240051e-06 -1.0792329591018499e-05 -8.7238243248376662e-05 0.0010411284749490008 -0.00025314359199979174 0.00018075863984869412
leaf_count=12551 67752 4821 1742 689 32343 1416 2734 1174 93730 1384 1153 17008 10443 4158 4861 799 7663 10713 507 11445 1939 3580 1462 85 40628 7270 11614 51 711 5505
internal_value=0 -0.0256319 -0.0136662 0.0930535 -0.0182132 -0.0462624 -0.000839763 -0.0255864 -0.0616386 0.0695935 -0.115432 0.0457965 -0.0997411 -0.081647 -0.165884 0.00321492 -0.0290286 0.0254217 -0.0821931 0.0428854 -0.0923171 0.0183676 0.11844 0.153803 0.00179551 -0.111913 -0.156613 -0.278292 -0.150433 0.126514
internal_count=361931 332372 232437 7936 224501 90957 133544 68926 99935 6205 22031 29559 20878 19462 9019 130810 61387 69423 29044 58710 28537 45803 12907 4376 41427 26598 19328 7714 796 7247
shrinkage=0.000980392


Tree=3377
num_leaves=31
num_cat=0
split_feature=871 56 188 799 1012 1469 540 942 10 62 1425 1470 1433 1027 1450 461 1152 1464 1453 461 2 1454 1469 403 560 1458 270 1468 1457 1449
split_gain=25.7461 26.0832 47.8435 27.0347 25.7822 25.3715 23.9486 23.253 21.4391 20.5032 28.6168 23.8628 23.6494 21.4569 20.3097 28.7213 21.8198 20.5706 19.997 21.2264 19.3123 19.308 21.4875 20.3333 19.3019 18.9984 18.8304 18.7527 27.2018 25.8604
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.58454210970522613 1.0000000180025095e-35 -0.98013275004230149 0.99026637822014563 3.1241105236897999 -0.85349114445407526 -0.97978507835213413 2.0058653102086748 2.1658139678380679 1.2994777873310051 2.6446932872346749 -0.35262914890079794 4.2641419949670061 1.0000000180025095e-35 -0.22658184562107234 0.10786919360362883 2.3938024430687137 -0.60492864899447796 0.54504201778324368 -1.2083100587446829 -0.55176351922429323 1.6590601587821199 1.2590019921477786 1.364809322039511 2.3011637109198864 1.2180895490156352 0.028644637391326288
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 24 -4 7 8 -5 10 20 -11 -12 26 16 21 18 -18 19 -8 -1 23 -23 -16 -3 -25 -13 -7 29 -29
right_child=-2 3 5 6 -6 27 14 -9 -10 11 12 13 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00039716542439168401 -6.4839453189082094e-05 0.00013023093657541974 8.0235007859825536e-05 4.1309427865620077e-05 -3.1371533123687003e-05 -3.214640220524641e-05 9.0333582444149799e-05 0.00024340864175183231 -3.8399811586379213e-05 -6.9985253826754227e-05 0.00036187368925963561 -0.00053032474511766233 0.0034275382994708252 0.0012061015671339726 5.7232217718206748e-05 -0.0013067636953862033 -0.00036772116941159033 7.8640439758567031e-07 -0.00011752354104086573 0.00083550855020848099 -0.00012129717591247372 0.00043201637156154143 -8.7761830831628162e-05 0.00028775186261094008 -0.00016271417415570036 -0.00041529573897723594 0.0012805440278678009 0.00023335045432477044 0.00064402992760332321 -0.0003871666645315667
leaf_count=6975 71831 17171 12707 19275 8613 56162 4743 1317 92245 45582 304 1487 22 58 3366 63 1262 1263 2157 141 5013 346 2425 4197 1093 168 55 1001 397 492
internal_value=0 -0.0124801 -0.0391329 0.00523193 0.0688565 -0.00389085 -0.00756904 -0.0211534 -0.0249415 -0.100676 -0.233036 -0.0813906 0.547933 -0.421579 0.056228 0.117041 -0.0126156 -0.179387 0.0448867 0.11662 -0.268908 0.124731 -0.0204558 0.176635 0.114836 0.267731 -0.48643 -0.0249897 0.188607 0.042129
internal_count=361931 290100 130255 159845 26877 70759 132968 112837 111520 59496 12314 47182 326 1600 20131 10565 9566 2525 7041 4884 11988 10502 2771 7731 18264 4365 1542 58052 1890 1493
shrinkage=0.000980392


Tree=3378
num_leaves=31
num_cat=0
split_feature=125 1160 654 1457 1381 209 21 740 1013 1189 953 836 1028 710 495 906 7 1175 707 130 1124 128 50 267 738 328 471 1452 456 789
split_gain=13.3086 20.017 28.1513 22.1086 21.5887 19.1564 18.6504 18.2106 18.5145 17.7852 21.363 19.6638 19.3729 21.6903 20.3712 23.7418 18.6483 18.8409 17.8163 17.4062 17.1758 16.9538 16.8599 20.6809 19.195 18.4332 17.7807 21.6833 20.9021 17.4402
threshold=1.5320262332576917 0.68536004617275303 1.0000000180025095e-35 1.0468567359031882 -0.56132566339545698 -0.99972692031884824 1.0003342417131433 1.6535846841559774 0.54050183860820311 0.88297278669387946 0.67505964681462227 -0.10901848516620492 -0.96688480048775205 -0.18969734071816655 0.1127070570666286 -1.2208680631918687 -0.090101670082153487 0.85410543549985996 0.80272097265966347 1.0000000180025095e-35 1.5704239476216013 0.69365422411982114 0.55630078546380823 1.0000000180025095e-35 3.5871651185081377 1.0000000180025095e-35 1.0043670984357114 -0.57258149932046476 0.48402270954876397 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 5 4 7 -3 -2 -5 8 -4 10 12 -11 14 16 15 -7 -14 -18 20 -8 -17 -10 23 -1 26 -26 29 -28 -29 -24
right_child=1 2 3 6 -6 9 19 -9 21 11 -12 -13 13 -15 -16 18 17 -19 -20 -21 -22 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00066527540496040202 -0.0064796317890450997 0.018468129966635115 0.0021143993539972351 -0.012126785423571863 -0.00063755594803644963 0.044284367482536842 -0.064780801290367895 -0.030466309359282403 -0.016138449909693792 0.0063927225733710555 0.013634107220793846 -0.011565273125543417 0.0058987300697745017 -0.00133532437552626 -0.02296415655193184 0.0065261102856585323 0.025803799116177487 -0.00042431798231157281 -0.030692480726363554 -0.0058982623229353786 -0.045944232438523962 0.032685329212551954 0.0017293454204685814 -0.0043040126437105522 -0.034410757476322405 0.021211664072220915 0.013766043091611042 0.0048512635845048046 -0.012841651599512971 -0.0018826429103223992
leaf_count=223065 2074 1060 3552 781 1727 138 173 281 1091 1384 3678 1372 2986 2482 655 1124 1240 386 333 78 103 78 44944 33287 422 98 2334 4283 862 25860
internal_value=0 0.0395046 -0.0416175 -0.121134 0.134736 0.081296 -0.398763 -0.0635803 -0.0344647 0.104606 0.137256 -0.0506305 0.0828459 0.132221 -0.106865 0.0284693 0.215383 0.393081 -0.0612759 -0.901241 0.0541381 -0.256174 -0.0102873 -0.0206842 0.0171526 -0.448399 0.0196916 0.114157 0.0383029 0.00803751
internal_count=361931 26776 8821 6034 2787 17955 1032 5002 4721 15881 13125 2756 9447 7094 2353 1698 4612 1626 1560 251 1227 1169 335155 256352 78803 520 78283 7479 5145 70804
shrinkage=0.05


Tree=3379
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 588 507 791 746 1443 575 762 566 813 1256 728 657 355 395 590 579 760 990 620 892 858 635 1121 759
split_gain=33.2373 23.784 37.8002 36.043 38.8875 56.0815 29.3091 28.9561 28.5177 35.1405 27.7675 26.6814 25.353 25.2106 24.515 24.0535 23.7464 23.6387 23.353 23.123 22.9429 24.2529 24.8749 22.6529 22.1826 22.9918 22.0838 21.7897 21.7082 21.7487
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 0.71188872395471614 0.65809631222906606 1.0000000180025095e-35 0.66766320980544069 1.593744732512876 1.0000000180025095e-35 0.21147417596499959 2.1059719136688364 2.1641256470006294 -1.3494139952004127 -0.49008176997875957 2.2603408215975165 -0.45913340316272039 0.66415532897360485 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 1.09266583130301 1.1734518836084071 3.2157419873176414 1.0825608069246189 -0.73395965499931781 0.80106270623882148 0.58486168351626755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 7 4 8 10 11 24 14 12 23 27 19 -5 -4 -11 -1 20 -8 -10 21 -9 28 -6 -2 -26 -7 -3 29 -23
right_child=1 6 3 13 5 26 18 17 9 15 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00013063897654773984 1.293720697082344e-05 -0.00032031874650979771 -7.0619170423940676e-05 -9.7787852960802687e-05 4.5364331878229625e-06 0.00033505765969987777 8.8797204758000062e-06 0.0001074928732773664 -0.0001033742430496747 -0.00046123811232275347 -0.00017059675922195027 7.2281675505859278e-05 7.613891847177644e-05 0.00010537400185866131 0.00010346251028929427 0.00016353926705595383 7.0900749819690362e-05 -0.00031182595710532919 0.00031235441792830252 5.9617412708084215e-05 -0.0001214376186078938 8.4671683746070521e-05 0.00050625169534240951 0.00021839159608138449 -0.00016061591243671862 0.00044347631891597614 -0.00015774338775940126 -3.6963053688327559e-05 -0.00060897023725302844 0.0011216195588045301
leaf_count=3396 41921 1645 94773 82198 12860 3657 1790 6192 22476 380 4097 9681 9039 3066 3837 6711 26163 575 2608 5480 1305 621 1573 2631 6390 341 466 5794 177 88
internal_value=0 -0.0259942 -0.0318993 -0.0454254 -0.0267155 0.056476 0.0414121 0.0189681 -0.0420263 0.00835452 0.00479852 0.00118872 -0.0252799 -0.0898139 -0.0639788 0.141865 0.0513294 0.120056 0.192807 -0.0646808 0.143773 0.183493 0.358245 0.0449175 -0.00585341 -0.131537 0.285159 -0.0955394 0.0764673 0.231533
internal_count=361931 332372 310854 251671 166407 23711 21518 59183 142696 44086 19588 17120 36995 85264 98610 7091 29559 10531 4398 27956 9956 8651 2459 15491 48652 6731 4123 7439 886 709
shrinkage=0.000980392


Tree=3380
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 962 652 925 816 872 566 910 789 974 590 1097 912 489 831 761 792 566 1450 1469 392 746 1430 827 933 909
split_gain=24.7538 22.5915 28.5504 27.814 26.5509 30.4968 29.1505 27.6027 25.8497 25.5725 24.6093 28.7914 24.6032 24.4972 23.2005 22.9111 35.257 22.603 22.0734 21.3528 21.0041 20.7693 20.4767 25.828 29.9742 23.8543 24.2215 20.4489 20.3137 20.3006
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3714217264408297 -0.98896428961744431 1.0000000180025095e-35 0.98567350059335823 3.0757328524286596 0.85763149634800806 1.8852246464492253 1.1248358748350926 1.5518542737599568 -0.67541201360492764 0.56536575231373476 0.48481848852188064 -0.94108365324812893 2.1965197198778803 1.9651948445941332 0.6540212943698811 1.9839842507384622 -0.35262914890079794 1.4550699066262183 4.2575473192899809 1.0000000180025095e-35 1.0000000180025095e-35 -0.36836247429892682 -0.84536291525214391 -0.74900495005853218
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 12 7 6 14 15 9 18 13 -12 27 -9 -6 16 -2 -18 21 20 -16 -8 -10 24 25 26 -24 -4 -23 -28
right_child=1 2 3 -5 5 -7 8 10 22 -11 11 -13 -14 -15 19 -17 17 -19 -20 -21 -22 28 23 -25 -26 -27 29 -29 -30 -31
leaf_value=4.3790714411174247e-05 5.8076593562541678e-05 -4.8118294669900638e-05 9.4418507554124465e-05 3.5220888756723279e-06 0.00018329950063721259 -0.00010581668061309285 -6.908897098938361e-05 -2.184929890695908e-05 -4.3246113219405956e-05 0.00022669136488373082 -0.00020353632979014301 0.0004023890208004941 -6.4796864188960133e-05 0.00023145026872324547 2.5703973380227445e-05 0.00014859422999449846 -0.00068425124287701741 -0.00013022930372954194 9.3001839039947871e-05 0.00026016983502073532 -0.00014920963570138514 0.00044365994177149949 -0.00017423358162043818 0.00035414182705913308 -0.0013903374959930864 0.00012443944544528667 -0.00049784157128723882 0.00035731840423135143 1.8707297407202681e-05 0.0001059442932660238
leaf_count=29559 14704 9447 1965 5700 4403 45726 136679 21244 15939 1412 5395 396 1127 1871 16846 9605 604 2085 4441 1471 4179 560 4694 1294 80 7325 328 3279 5838 3735
internal_value=0 -0.0221824 0.043596 0.107772 -0.027951 -0.0388895 -0.0288295 0.016393 -0.0400285 -0.0544653 -0.0324216 -0.163583 0.201903 0.00109914 0.0390916 0.068602 0.0158338 -0.238101 -0.0579078 0.010168 -0.00827351 -0.0635317 0.0143978 0.0651408 0.041524 0.047527 -0.0406583 0.263517 0.0572552 0.0688283
internal_count=361931 332372 21518 12071 310854 254950 209224 55904 182325 148930 28906 5791 6371 23115 26899 26998 17393 2689 147518 22496 21025 143077 33395 17456 16162 16082 8757 5244 6398 4063
shrinkage=0.000980392


Tree=3381
num_leaves=31
num_cat=0
split_feature=545 959 1094 785 1361 208 801 9 1108 562 290 1458 200 1454 1463 710 1456 962 844 1462 920 21 783 1454 836 1193 706 426 913 1
split_gain=27.4649 27.5725 27.8493 25.3618 24.6411 23.1477 23.1266 23.0834 23.0644 28.0413 22.2779 24.5785 24.932 31.5148 27.6695 27.5823 36.6114 30.9471 26.9794 26.5413 25.6739 27.3808 27.2591 25.8556 24.6998 24.407 23.7261 23.1046 21.4657 20.6733
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 2.168146901197614 1.4302281316754546 1.0790568890860055 -0.80906542193817399 0.77590127013478727 2.1089670232183031 2.6054386111478895 -0.97734522064874174 -0.91909735138557946 -0.37812388882570003 2.3562736834877938 1.0000000180025095e-35 0.49114601774772187 -0.25554893433761178 1.1880714473397529 -0.83967173534858641 -1.4580664037135931 1.1155635910225459 -0.63228822985738853 -1.2855009423576162 -0.63293678518571983 -0.89759202989067743 0.80942903650200848 1.1337237191237008 -0.061837516087817949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 6 10 -7 9 -8 11 12 27 14 19 20 18 -18 -17 -14 22 23 -15 -22 -19 -16 -24 -5 -20 -25
right_child=1 3 4 5 -6 7 8 -9 -10 -11 -12 -13 13 15 25 16 17 24 28 -21 21 -23 26 29 -26 -27 -28 -29 -30 -31
leaf_value=-5.6078801612977929e-05 1.8196746086867288e-05 6.5854601293532025e-05 -0.00024409730802528557 -5.2362520229550164e-05 -6.8798445028018195e-05 -8.5606992625862481e-05 0.0001936469035150361 -0.00047326944101518781 -0.00012039407289285358 -0.00048492881046120089 0.00010727226521465674 0.00016980831722088533 0.00033959193675551326 2.7337428293213154e-05 0.00039354848280638696 -9.7097443973218617e-05 0.00014043201945067161 -0.00046537405238766756 0.000166853256735378 -0.00148247494382923 -0.00061283398738288955 -2.1388229059539768e-05 -0.00026840574566027164 3.1829096355737079e-05 0.00093081251286869547 -0.00016408194025804379 0.00033628648571933469 -0.00029108139841573064 0.00091482461652884518 0.00046611650052204892
leaf_count=94059 13044 24714 10243 21337 14263 5907 2186 1087 14062 378 8033 3237 2652 8094 494 2443 671 74 1387 55 196 123448 323 856 501 1601 2403 2791 176 1216
internal_value=0 -0.00702457 -0.0728841 0.00103496 -0.126656 -0.00725069 -0.00318326 -0.14562 -0.085106 0.107767 0.0038822 -0.00185681 -0.00588141 0.00398037 0.181115 -0.00193085 0.150227 0.463759 0.0482029 0.321219 -0.00815473 -0.0173683 0.0914317 0.222997 0.807366 -0.0220743 0.272462 -0.0800178 0.260388 0.288516
internal_count=361931 267872 37550 230322 24506 205608 198614 6994 16626 2564 181988 173955 170718 146590 4802 141788 5252 1246 4006 2707 136536 125716 10820 2268 575 2095 2726 24128 1563 2072
shrinkage=0.000980392


Tree=3382
num_leaves=31
num_cat=0
split_feature=470 602 1449 338 198 1294 745 416 685 1157 1114 370 848 113 698 279 15 419 1129 1320 827 406 623 494 220 626 835 11 909 501
split_gain=13.3809 21.1436 19.1072 23.9456 23.4287 21.3633 23.4853 20.9604 20.8298 20.3878 19.8995 23.3535 24.2748 21.8725 19.0884 19.2148 19.6921 21.216 19.1242 18.8342 18.7648 18.5414 28.1953 22.1728 23.4241 20.2323 22.0001 21.206 18.4538 18.3929
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.74561756370782817 -0.67742393113063393 3.4235745390380132 1.0000000180025095e-35 2.2026436269677641 -0.34274973094498079 0.58104764358843186 1.0000000180025095e-35 1.1634332470399291 -1.3868148812385022 -1.251105407319862 1.0000000180025095e-35 -0.40455783016739316 1.8253201880323295 0.59563268963894422 0.082289383854019696 1.835019361023529 1.1447529434021282 1.0000000180025095e-35 1.3204840876176156 -0.83955071510846624 1.4553185011908107 0.86946551036713815 1.0216096128851972 -0.80709901689366992 -1.2744095933207624 2.5595747715045802 -0.75262230161962451
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 10 21 14 -7 -12 13 -13 15 16 19 18 -18 -10 -21 23 -23 25 -25 27 -27 -1 -14 -28
right_child=-2 -3 3 -5 -6 7 -8 -9 9 -11 11 12 28 -15 -16 -17 17 -19 -20 20 -22 22 -24 24 -26 26 29 -29 -30 -31
leaf_value=-0.015253236618846554 0.00029470195906365051 -7.2632023649928836e-05 -0.010945022464836925 0.0046390938057015042 -0.035864523592288991 -0.020372460707767454 -0.016432675989670919 -0.004532275167055658 -0.014815833535177018 -0.022274925164758819 0.13666084689966801 0.22548499377983094 -0.0097690132115923235 -0.00051525246404904768 -0.014832519988262544 0.078115723761765413 -0.011197147749226947 0.074459117551913034 0.10128419465869838 0.085107705902468994 -0.027241545421053504 -0.022546511572060605 0.012559479704191065 -0.019673481720199483 0.01370653997799361 0.0069497628149377093 -0.044723556222491204 0.0015114377348633635 0.085263983744527441 -0.010083621827655992
leaf_count=2394 191352 89908 3436 8420 1050 5521 2506 9311 1105 2960 33 21 1480 22 1978 80 290 152 28 112 95 835 3151 2332 457 1225 359 26710 42 4566
internal_value=0 -0.0232497 -0.0594464 0.0375414 -0.0790057 -0.0746265 -0.0479415 -0.170794 -0.0351028 -0.216445 -0.31542 0.0199397 -0.0420542 2.30036 -0.0616395 0.1751 0.0940591 0.633648 0.113426 -0.131936 0.874757 -0.01667 0.163064 -0.0349073 -0.27457 -0.016892 -0.157261 0.0132846 -0.118402 -0.245128
internal_count=361931 170579 80671 11856 68815 67765 51335 16430 48829 6800 7119 1598 1565 43 3840 1862 1782 470 318 1312 207 42029 3986 38043 2789 35254 6150 29104 1522 4925
shrinkage=0.05


Tree=3383
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 925 1097 912 126 1022 140 789 395 841 689 1116 858 566 667 1159 566 1452 1470 696 150 1460 831
split_gain=24.4826 21.1687 27.5632 27.1066 26.4028 30.0447 30.2188 49.998 23.985 25.4218 33.3314 23.7912 25.0903 25.3514 23.7183 23.429 24.3269 23.9619 23.1766 21.8758 21.8624 21.0156 20.7558 22.453 26.0292 32.2879 25.7784 23.3158 21.2687 20.5557
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.56536575231373476 0.48481848852188064 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.1248358748350926 1.0000000180025095e-35 1.2259052867616704 -1.1110989058077336 -1.2265353045382643 1.0825608069246189 2.1059719136688364 1.0000000180025095e-35 1.0078851103989419 0.85763149634800806 0.79547082264194502 0.48642614943585799 1.0000000180025095e-35 -1.2301087152435528 0.4801540438575525 0.62314420827061345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 14 8 6 11 -8 9 10 21 12 15 -14 -4 -6 17 -17 -18 -9 -7 -2 23 24 27 -26 29 28 -10 -25
right_child=1 2 3 -5 5 20 7 19 22 -11 -12 -13 13 -15 -16 16 18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=4.361013519136785e-05 0.00011022263458516807 -4.8364668457044979e-05 0.00025321786916567408 1.8989356193899702e-06 -0.00012292026612779777 -8.7132419096539379e-05 -4.8538212486423263e-06 0.00028308649115351482 0.00043305983640746078 0.00014312808844584105 -0.00022466599777238563 -2.7999801268132414e-06 0.0006896940618507201 1.2427225324595419e-05 -6.4029075694150878e-05 0.00010719715821246139 -0.00095653304697267377 -4.414093804936153e-05 -0.00016620526385335895 -0.00015286016641957877 0.00010227221248441408 -6.5034086455061197e-05 0.00010781749574319769 0.0002203557565367206 7.4714878768600954e-05 0.00072390409547261239 -0.00027742373739567382 -7.5986091745293885e-05 -0.00038563793828064804 -0.00038099793852841194
leaf_count=29559 9232 9447 5244 5700 33669 82198 18652 4493 894 10304 2883 62084 372 658 1127 5691 279 36009 3934 566 3066 6263 4675 982 2878 378 3874 16269 206 345
internal_value=0 -0.0219952 0.0416726 0.104756 -0.027578 -0.0389188 -0.0218256 0.0515691 0.0149409 0.0620723 0.00774095 -0.0353547 -0.0638438 0.264005 0.197729 -0.0694329 -0.0383276 -0.0218951 -0.209423 0.238326 -0.0795821 0.0493125 -0.0291983 -0.054248 -0.0202909 0.158333 -0.185298 -0.0566556 0.279218 0.0688826
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 59183 28682 18378 142696 80612 1030 6371 79582 45913 41700 4213 5059 85264 15495 30501 25826 20625 3256 5201 17369 1100 1327
shrinkage=0.000980392


Tree=3384
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 1038 1469 21 1107 421 1452 1027 1317 1441 358 1091 878 773 358 1427 280 967 1188 125 978 637 1467 1466 1028 626 431
split_gain=21.6149 18.5812 21.0024 40.8765 20.1212 18.6197 27.9074 27.4513 27.3753 26.6524 23.9841 23.8795 23.8732 22.3961 22.013 21.6483 22.1657 21.6162 20.2024 21.7299 24.1236 27.9225 20.5765 20.5523 22.3703 20.0183 30.0424 19.9835 21.4451 22.4329
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.88201376903089468 -1.0706168552173836 0.43301101584543472 -0.57560790467261069 0.41183801591342978 -0.37083480438412358 1.3133204588538343 1.8486627072116983 1.7193014468115779 3.017821268658365 0.69009342306031496 1.0000000180025095e-35 -0.62274645879491886 1.4247873320756022 1.0000000180025095e-35 1.5628009449812523 1.4170778690582806 1.9421806195122244 3.4257120832508678 2.3654292596199951 2.2005205147308167 4.0242090356330973 1.6394897097726615 0.24965236237700447 -0.39653139721576042 -0.088160400173811632
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 8 17 11 15 -9 18 14 -14 27 -17 -2 22 20 25 -22 23 -7 -25 -20 -27 28 -8 -30
right_child=1 -3 3 -5 -6 12 10 9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=4.0884245647678451e-05 7.3022850739532471e-05 -5.877034387858014e-05 -0.00026158641345777638 0.00036518065283202406 5.1437804456846239e-05 -5.9876292599273147e-05 0.00034722823113809975 2.4776555923367004e-05 -0.00026497545883719667 0.0001728001821752586 0.00026879983889030532 -0.00066845745310269882 -0.00018580244129653677 0.0011303168157700363 4.8832214055708477e-05 0.00024530309220704023 -8.6544065916487861e-05 -0.00045004112401367117 1.3614416559173023e-05 -0.00012034827397316591 -0.00012929677895981849 0.00053375800453895749 0.00025996953070794653 0.00015811802489947311 -0.00079640273313081027 0.00054984117318450105 -0.00047672607755232975 -0.00033134484960986284 1.9751013083786155e-05 -0.00083369616408016133
leaf_count=29559 5099 69820 1206 1780 9556 77054 554 5775 2335 10765 863 266 11211 72 2476 1062 3769 427 100670 9081 9993 323 815 3048 144 584 159 2707 487 271
internal_value=0 -0.0208572 -0.0128626 0.0728759 0.0223589 -0.0178249 0.0285813 0.0678011 -0.0458976 0.114207 -0.0689662 -0.00204957 -0.0264232 -0.127435 -0.135355 -0.10238 -0.0137769 0.0350077 -0.02042 -0.00127151 0.00678837 -0.106866 -0.0488111 -0.0531894 0.123391 0.016987 0.355076 -0.230557 0.00823048 -0.248214
internal_count=361931 332372 262552 12542 10762 250010 34380 24667 7861 16806 9713 6041 215630 13759 13687 8850 4831 5526 201871 120810 111729 10316 81061 80246 3192 101413 743 4019 1312 758
shrinkage=0.000980392


Tree=3385
num_leaves=31
num_cat=0
split_feature=871 785 1469 1452 120 1240 941 844 125 12 978 1459 116 915 498 1326 602 146 629 203 1022 0 1043 1449 1453 848 1459 1458 477 911
split_gain=26.7653 26.4517 23.5722 26.2365 23.6893 23.0689 23.1613 22.937 22.5196 23.4704 22.1114 21.3533 21.199 23.7615 21.103 19.9715 20.5187 19.884 19.5547 19.3178 19.7142 20.7485 19.6647 19.073 45.1941 27.7947 28.7676 21.215 19.913 20.9747
threshold=1.0000000180025095e-35 -0.86283290253235112 -1.0470123060412753 0.039474337618497217 1.0077541972150732 0.82498411159110285 3.0707296396180284 2.537555509869978 1.0000000180025095e-35 -0.059200421879880137 2.5280664094379435 1.2365646252654372 1.0000000180025095e-35 1.0666491293447364 1.7910601575034055 0.58747495319355292 2.6455866734826223 0.42012962093841377 1.7973081140286333 1.0605395091208547 2.6552641023399333 -0.23202056159737283 1.5944579756033141 -0.62402328821668474 0.21713746504890322 -0.83063651759985591 -0.26793547271153983 1.136946192861312 -0.32768351912544119 -0.093275340520458508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 8 -3 19 12 15 23 -10 -14 -11 16 -7 -6 -18 22 -21 -22 -4 24 25 -5 -27 -28 -26 -30
right_child=-2 2 5 11 17 10 -8 -9 9 14 -12 -13 13 -15 -16 -17 18 -19 -20 20 21 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=5.7622194596389023e-05 -6.3239747733564595e-05 -4.7891482776603496e-06 -6.5064346515252797e-05 0.00066646265506205944 -0.00032564392040628561 6.7990750266150752e-05 0.00018578363967454098 0.00044133118262396531 -9.6475794372752745e-05 6.0531622509090823e-06 0.00041169378696207014 -5.7473978156504955e-05 7.5525161527225117e-06 -0.0001776695234909222 0.00020493096518211414 -5.9404445313899263e-05 -6.0471617737323104e-05 4.4404047045654634e-05 -0.00072612994174743074 -0.00015467464634514802 0.0018620521538878574 -0.00013179299780749729 9.0284675225070903e-05 0.00016870880518294256 -0.00055723539392324916 -0.00020176987900777328 0.00045238776751078708 -0.00044040262781022558 0.0003218036070309508 -0.00049822716469777458
leaf_count=24774 71831 17978 60142 376 2459 20382 1981 525 26626 40940 627 3424 30824 4424 2314 10020 645 1042 276 21932 40 69 4281 10729 789 981 756 151 335 258
internal_value=0 -0.00976702 -0.0167573 0.0313657 -0.0203101 -0.0265346 -0.0371261 0.0083335 -0.0400775 -0.0197884 0.0257736 0.0913797 -0.049116 -0.0129103 0.0182525 0.0177727 0.0548584 -0.202246 -0.248677 -0.0725484 -0.150035 0.836277 -0.0535827 0.127748 -0.00880897 0.172781 0.0617822 0.327114 -0.331142 -0.0294683
internal_count=361931 290100 265326 39803 22004 225523 193573 18503 191592 105128 31950 17799 61874 35248 43254 31323 21303 3501 921 86464 22041 109 64423 14375 3646 2264 1888 907 1382 593
shrinkage=0.000980392


Tree=3386
num_leaves=31
num_cat=0
split_feature=1097 407 61 713 785 139 693 412 713 1455 317 210 889 471 921 1456 990 791 854 797 513 470 1469 1455 1154 622 1462 1464 1470 1466
split_gain=25.3588 30.9205 24.8149 23.2368 22.6677 22.2247 26.7026 27.141 22.1374 21.9401 21.4194 19.9911 23.391 42.9981 35.1619 32.8287 28.4628 28.3087 27.5649 70.846 29.0656 26.844 26.4189 26.614 24.4486 23.6447 22.8985 21.9205 21.5895 43.1485
threshold=-0.64966988391888181 -1.2965003005540392 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.7067472895968705 -0.27896272127554361 1.0000000180025095e-35 1.0000000180025095e-35 2.8565720557184995 1.0000000180025095e-35 -1.5255039139934115 1.0000000180025095e-35 -0.93081268283970298 1.0525743831388839 0.9901232371825377 0.65656536832909496 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 1.0454229551509682 0.66595742291584703 0.23550153252728254 0.46304910557563933 1.0000000180025095e-35 -0.31864562596385676 0.75580104903291256 0.11719349514402237 1.5665957791123966 -0.24079247722810021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 9 -4 8 6 -5 -8 -3 -1 -2 -6 13 -13 17 28 -16 18 19 20 -15 24 23 -17 27 -25 -20 -19 -14 -30
right_child=1 4 3 5 11 -7 7 -9 -10 -11 -12 12 15 14 16 22 -18 21 26 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-3.0386455129760855e-05 -1.4033003123916156e-05 -0.00016064653842460947 5.652352698179668e-06 -0.00021546883887664419 -0.00016836001621275357 -0.00017653477812678862 -2.746082251301695e-05 0.0003823792951146749 8.7993950864025954e-05 0.00020871179609489014 -0.00014484677925297404 -0.00017536327980666289 -1.0444478619209287e-06 -0.00017727643150129225 3.3428740928729177e-05 0.00030959369157136901 0.00024528044047194577 -0.00015443458326410496 -4.366154729594843e-05 0.00032334635281275998 0.00034486574381232101 0.00015949012969110652 -5.2895062660384701e-05 0.00023307435330401861 6.6664427868450574e-05 -0.00031224308210671772 -0.00015917338860808476 6.2517056326697346e-05 0.00030075271007817117 -0.00013851790998141374
leaf_count=77023 14610 1891 9003 3300 4527 24819 3611 1144 20455 1814 16739 9691 47740 3590 11066 4508 3667 8008 54351 2704 477 5294 2246 740 10356 719 9267 3796 3049 1726
internal_value=0 -0.00522946 -0.0488676 -0.101827 0.0033938 -0.137879 -0.0204661 0.0924959 0.069314 -0.0236073 -0.0811908 -0.00471775 -0.00154663 -0.0190726 -0.00827542 0.0344822 0.088413 -0.0238539 -0.0472625 0.0805012 -0.107413 0.0362982 0.163285 0.234775 -0.00141524 -0.0219001 -0.0621701 -0.0826155 0.0134576 0.156102
internal_count=361931 241217 120714 41877 209868 32874 8055 4755 22346 78837 31349 187522 182995 122267 112576 60728 14733 97843 70389 6771 4067 27454 8213 5967 22160 1459 63618 11804 52515 4775
shrinkage=0.000980392


Tree=3387
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 701 377 925 1097 912 126 1022 140 583 450 907 566 585 858 667 486 1159 566 1452 1470 696 150 1460 754
split_gain=26.0249 22.0521 30.1023 29.8528 31.7113 52.608 28.1716 27.753 25.4189 25.4156 33.6119 24.7913 25.1752 25.3275 23.0194 22.9566 22.3924 22.3011 21.5384 21.3394 21.29 20.9511 20.7849 22.7955 26.5789 32.6919 26.0275 24.1605 21.4388 20.7645
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 -1.077677565945242 1.4210717172751071 1.0000000180025095e-35 0.56536575231373476 0.48481848852188064 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 -0.99544907250003589 0.69231615738246322 -0.69784808892615657 2.1710320005650359 1.0000000180025095e-35 1.0825608069246189 1.0000000180025095e-35 1.8285394610960151 1.0078851103989419 0.85763149634800806 0.79547082264194502 0.48642614943585799 1.0000000180025095e-35 -1.2301087152435528 0.4801540438575525 -0.28790259491387865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 11 -6 -3 14 9 10 20 12 16 -14 -8 -16 -4 -5 -9 -7 21 -2 23 24 27 -26 -25 28 -10 -19
right_child=1 6 3 17 5 19 7 18 22 -11 -12 -13 13 -15 15 -17 -18 29 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=4.467847036977758e-05 8.2143603261655097e-05 -0.00017881347721107287 1.1448526606299391e-06 -8.8533397730250401e-05 -6.3930217975661337e-06 0.00028715538228170037 -0.00018708312539174828 2.1531910311666041e-05 0.00044008858561100228 0.00014631570231201114 -0.00022259755259237827 -4.3296194784722384e-06 0.00068705482975391216 1.0259236263399655e-05 2.0579096498262662e-05 0.00021455170851095685 -9.3030589853458282e-05 -5.2358842661138583e-05 0.00043498586840797301 -0.00014350445856442474 -6.2510963840694658e-05 0.00045386583009829432 0.00010844093280994135 6.8287304731399801e-05 7.686047411070254e-05 0.00073052064298426286 -0.00027832465827310512 -7.5990320288667247e-05 -0.00038240341306634867 0.00032638582435641158
leaf_count=29559 8559 2525 17815 82453 18652 4493 1759 880 894 10304 2883 62084 372 658 11681 3246 61767 1638 1427 566 6263 673 4675 1327 2878 378 3874 16269 206 1173
internal_value=0 -0.0229853 -0.0286827 -0.0407855 -0.0237483 0.0514473 0.041997 0.0681459 0.0167365 0.0652896 0.0109382 -0.0376018 -0.0666638 0.261686 0.0384576 0.0649934 -0.0722586 -0.081309 0.285534 0.24308 0.05271 0.116263 -0.0287009 -0.0537679 -0.0195375 0.161018 -0.185787 -0.0562867 0.285749 0.112407
internal_count=361931 332372 310854 251671 166407 23711 21518 18993 59183 28682 18378 142696 80612 1030 16686 14927 79582 85264 2307 5059 15495 9232 30501 25826 20625 3256 5201 17369 1100 2811
shrinkage=0.000980392


Tree=3388
num_leaves=31
num_cat=0
split_feature=1431 728 795 705 430 911 551 140 385 1444 500 706 904 1191 416 878 913 534 1182 1227 217 345 485 1391 1313 1045 562 562 1470 490
split_gain=13.6326 16.2564 20.0711 18.8267 19.4634 22.6375 21.6571 20.4943 19.0797 18.0825 20.9548 19.185 18.1793 17.7525 19.2195 21.3163 30.0326 20.0532 19.5723 17.6213 17.629 17.5975 25.3799 17.5426 20.7352 21.0855 21.0141 19.2542 23.7591 17.8402
threshold=1.0099929608726099 1.0000000180025095e-35 -0.80684465664869354 0.98430950289438124 2.9077992315005976 0.47869654671021555 0.39452944056876682 -0.8177961334868008 1.0000000180025095e-35 1.0000000180025095e-35 -1.2997309095512459 0.38922507503038667 2.6314202774530817 -0.84979961736082454 1.0000000180025095e-35 0.66426471340353599 0.65507603533495473 -0.65191143814350749 0.84851214128332408 2.1580054386186571 -1.1943817265348879 0.78996202709452634 3.0251462365765449 0.36620839426611207 -1.5848575004502563 1.9198388336933949 0.58014453307226077 2.3375061498835783 0.34450605210609392 -0.89821662972303173
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 9 7 -7 -6 -5 10 21 19 -11 14 -3 18 17 -17 -16 20 -12 -4 -23 24 25 26 -22 -25 -29 -26
right_child=-2 2 3 8 5 6 -8 -9 -10 12 11 -13 -14 -15 15 16 -18 -19 -20 -21 23 22 -24 27 29 -27 -28 28 -30 -31
leaf_value=0.00043388068204048614 -0.0022330983429219987 -0.0086233447181850026 0.014436113147898947 -0.0041327902972479978 -0.037793083631958935 0.074641287178265098 -0.014671168046326823 0.0168391537065074 -0.033855446108799279 -0.0043502624091394165 0.013027146708347074 0.00080382995171505555 -0.045468769552618367 -0.0074928998272060128 0.001114460608681217 0.0086755744132553277 -0.044234200742646397 0.091651130337291553 0.13566597999483052 0.01518158575363447 0.046990570241626221 -0.022136901600039276 0.097088672778571639 -0.002636545070138184 -0.03170381958380436 0.16580337936208375 -0.052896371410002453 0.012461334650593884 0.15206696083297624 -0.010632621259480265
leaf_count=215094 55251 799 2414 954 184 143 57 516 650 14818 737 43672 249 14382 608 57 40 119 22 504 124 421 30 4047 747 21 80 63 35 5093
internal_value=0 -0.00123861 -0.0301088 -0.0144968 -0.00905146 0.35175 1.04182 0.12963 -0.294631 -0.0135073 0.0044638 -0.00585488 -0.0976459 -0.118665 0.142903 0.405786 0.980101 1.35668 0.112225 -0.0990722 -0.123554 0.210548 -0.268535 -0.150795 -0.241398 0.614531 0.330152 -0.02773 1.12665 -0.268132
internal_count=361931 306680 91586 75559 73955 900 200 700 1604 73055 57988 55123 15067 16027 1645 846 216 176 630 11451 10947 2865 451 10210 6065 225 204 4145 98 5840
shrinkage=0.05


Tree=3389
num_leaves=31
num_cat=0
split_feature=785 712 519 713 925 701 377 566 910 921 783 990 974 855 657 924 833 408 583 450 1118 896 1097 912 489 585 657 515 865 452
split_gain=13.4002 14.5744 14.4723 26.439 28.474 25.1782 27.5903 25.1776 29.0045 24.5014 58.688 26.653 24.0924 23.9353 22.8229 22.8398 27.7667 23.7575 22.3962 21.8853 21.6505 21.6224 21.1002 35.2318 22.4292 20.767 20.1893 20.1583 23.2214 20.9402
threshold=-0.86283290253235112 -0.63779424894106762 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -1.077677565945242 1.4210717172751071 0.85763149634800806 1.8852246464492253 1.0525743831388839 2.2099560249315608 0.65656536832909496 1.5518542737599568 1.0000000180025095e-35 -0.80522708219444705 1.8999064755685127 -1.014540640089117 1.3923203403238793 -0.99544907250003589 0.69231615738246322 1.5735514332708098 1.1780070679743837 0.56536575231373476 0.48481848852188064 -0.94108365324812893 1.0000000180025095e-35 2.2603408215975165 1.4353143596930875 1.4787886395868426 0.60725649753328859
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 22 -4 18 12 -9 14 11 21 -6 -13 -5 27 17 -17 -7 -20 -15 -11 23 -2 -25 -8 -12 29 -29 -16
right_child=2 -3 5 9 7 6 25 8 -10 10 26 13 -14 20 15 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0056417802339634128 0.0037323541255706335 0.002715958926806959 -0.008562477017035974 -0.0049403284726179317 -0.00051406961431590893 -0.0094957356947051527 0.0012302041567202155 -0.0099255970735440263 0.021199510424523473 -0.00074995251684525921 0.017219856501376894 0.0012137620256878526 0.012337089794942364 0.018001970937829955 -0.0028603565353806735 0.02976520240895732 0.0016098229354058347 -0.0097818653475523695 0.0010038998850704025 0.010699218457593843 -0.028974899658822235 -0.012293209157358015 0.008092565374514275 -0.034279601146441088 -0.0059466077204774342 0.022011608696654517 -0.035046782264291795 0.00042208747132405826 0.01341760875867417 0.00081455406633264759
leaf_count=3225 14704 26334 2525 36644 21244 1759 880 5395 396 22616 2987 4260 1871 2043 124368 911 12892 386 11681 3246 125 2706 9605 604 2085 1427 89 17171 2030 25722
internal_value=0 0.0383876 -0.0110313 -0.0156745 0.0287491 0.0417949 0.0665863 -0.0210248 -0.15416 -0.026648 0.0294926 -0.00179044 0.0130321 0.124235 -0.0366826 -0.0267258 0.0627224 0.40997 0.0368945 0.0631741 0.307223 -0.0373847 0.081997 0.0310908 -0.224089 0.284195 0.313953 -0.0347553 0.0412268 -0.0438469
internal_count=361931 29559 332372 310854 55904 21518 18993 28906 5791 254950 34826 31750 23115 6428 220124 183480 14189 1297 16686 14927 2168 25322 26998 17393 2689 2307 3076 169291 19201 150090
shrinkage=0.05


Tree=3390
num_leaves=31
num_cat=0
split_feature=545 959 1094 785 1361 208 801 1108 562 9 290 1458 200 1454 1463 710 1456 962 844 1462 920 21 783 1454 1193 836 706 426 913 1
split_gain=26.3946 26.8081 27.7885 25.8562 25.4424 23.7714 23.2768 23.2623 28.0055 22.9462 22.4483 24.8435 24.4501 31.0608 26.9558 26.3902 36.3061 30.7829 26.8902 26.3885 25.7012 27.5005 26.8536 25.392 24.5219 24.4341 23.5285 22.87 21.5707 20.8194
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 2.168146901197614 1.4302281316754546 -0.80906542193817399 0.77590127013478727 1.0790568890860055 2.1089670232183031 2.6054386111478895 -0.97734522064874174 -0.91909735138557946 -0.37812388882570003 2.3562736834877938 1.0000000180025095e-35 0.49114601774772187 -0.25554893433761178 1.1880714473397529 -0.83967173534858641 -1.4580664037135931 1.1155635910225459 -0.63228822985738853 -0.63293678518571983 -1.2855009423576162 -0.89759202989067743 0.80942903650200848 1.1337237191237008 -0.061837516087817949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 6 10 8 -8 -7 11 12 27 14 19 20 18 -18 -17 -14 22 23 -15 -22 -16 -19 -24 -5 -20 -25
right_child=1 3 4 5 -6 9 7 -9 -10 -11 -12 -13 13 15 24 16 17 25 28 -21 21 -23 26 29 -26 -27 -28 -29 -30 -31
leaf_value=-5.5753310707106107e-05 1.8327531502290011e-05 6.572937665802967e-05 -0.00024562036715419729 -5.259791251024192e-05 -6.7546449257395615e-05 -8.8377278060645633e-05 0.00019341340133355851 -0.00012154681185858954 -0.00048437392534515051 -0.00047464796468973838 0.00010687798029577049 0.00016995946028665627 0.00033555470628369945 2.7117272824313432e-05 0.00039491050420664323 -0.0001004735486013424 0.00013582975179083343 -0.00046438146611212723 0.00016249465506900263 -0.0014831235749889677 -0.00060525991842054093 -2.2122838403673085e-05 -0.00026812925147967393 2.9938303907679289e-05 -0.00016395719068424425 0.00092360868022708172 0.0003339009963896696 -0.00029014969287278781 0.00091157689732241016 0.00046560248814213237
leaf_count=94059 13044 24714 10243 21337 14263 5907 2186 14062 378 1087 8033 3237 2652 8094 494 2443 671 74 1387 55 196 123448 323 856 1601 501 2403 2791 176 1216
internal_value=0 -0.00768606 -0.0726257 0.000258813 -0.126351 -0.00810378 -0.00398059 -0.0861418 0.107545 -0.148228 0.00310772 -0.00265308 -0.00669791 0.00306495 0.178911 -0.00280182 0.145968 0.458144 0.0444394 0.317201 -0.00889013 -0.0181072 0.0907309 0.222666 -0.0216127 0.800767 0.270349 -0.0801155 0.256181 0.287566
internal_count=361931 267872 37550 230322 24506 205608 198614 16626 2564 6994 181988 173955 170718 146590 4802 141788 5252 1246 4006 2707 136536 125716 10820 2268 2095 575 2726 24128 1563 2072
shrinkage=0.000980392


Tree=3391
num_leaves=31
num_cat=0
split_feature=51 404 670 1442 534 475 1312 66 217 355 560 1386 146 681 1329 1189 11 1241 695 1086 666 1396 1019 639 1186 638 978 1115 766 492
split_gain=13.4314 19.0669 20.4382 19.0339 23.5691 21.2346 18.7114 19.7455 19.386 22.8592 19.8935 19.2159 19.1558 21.2553 20.7933 19.5941 19.1674 19.102 18.688 18.6357 18.4137 25.0639 19.8464 18.6705 19.067 22.1609 18.226 21.0596 18.1809 18.1556
threshold=1.0000000180025095e-35 0.76881834321921005 1.0000000180025095e-35 -0.36318025971450862 1.0000000180025095e-35 1.0000000180025095e-35 -0.65215382527036947 1.3140908159844755 1.40265621936286 -1.6728057355355352 -0.024740609666496192 0.98968671039053546 1.645671961064435 1.0000000180025095e-35 -0.32183579839336457 1.2241750832698945 0.86494917628642398 1.4745872971895342 -0.48414071165978706 1.1016052903989251 1.0000000180025095e-35 3.3916044036113879 1.0000000180025095e-35 0.42721408539040334 0.73847203877612266 0.05137387850714889 0.038722279571392119 -1.109854230685694 1.7426557343345641 1.1389585806994158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 9 -4 11 -11 13 18 15 28 -15 -12 -8 -7 22 -22 -3 -24 -25 -26 27 29 -14 -10
right_child=1 20 6 4 5 19 12 -9 26 10 17 -13 14 16 -16 -17 -18 -19 -20 -21 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.00021070175543780832 -0.0021343801750136992 0.0041037814907346213 0.048317309577535231 -0.0014741125229185005 0.0065118241046152256 0.0016250720348386042 -0.0085216863677303085 -0.027008657831184224 -0.032122417186866627 -0.0030040669460325974 0.0021344257126377189 -0.025420078842087142 0.018511224345983759 -0.010606248262814331 -0.0040310273547056134 0.067316063052671737 -0.037670444074880238 0.025255738104465405 -0.0018262680516528997 -0.014265571285857856 -0.0081074961103866326 0.060040523668012817 -0.0034167739386924871 -0.036685956379328907 -0.053901682085779529 0.057884285987409162 -0.003892009098962701 0.031708517348297181 -0.037439749401679448 0.055042809405079253
leaf_count=223819 25252 7126 132 14116 17089 6713 10282 375 183 4595 4323 809 765 3460 1241 88 726 507 19220 1428 13607 73 3461 838 65 89 503 896 102 48
internal_value=0 -0.0259144 -0.013395 0.0130439 0.042532 0.0857419 -0.053701 0.0281535 0.0451674 0.00569626 -0.00821781 -0.121798 -0.08379 -0.1004 0.123808 0.370955 -0.311568 0.0956807 -0.0808313 -0.0150721 -0.0928041 -0.153313 -0.00802862 -0.155356 -0.533515 0.36381 0.292884 0.473299 0.26313 -0.240894
internal_count=361931 138112 112853 64598 39346 25230 48255 12371 11996 10366 10234 5404 35884 33688 2196 955 4186 4830 29502 8141 25259 13680 11579 4453 992 154 1630 1127 867 231
shrinkage=0.05


Tree=3392
num_leaves=31
num_cat=0
split_feature=1166 407 570 457 284 1177 1453 332 188 1454 1454 789 981 1470 1449 1466 830 705 884 697 568 513 1049 796 109 799 1237 917 1466 1465
split_gain=25.5614 29.9123 27.6794 27.5017 27.1731 26.5018 25.8904 24.5319 43.4504 28.7584 29.9604 28.3565 31.7369 27.7742 27.3626 26.993 29.9434 26.548 26.2356 26.0721 24.9658 24.2092 29.2502 30.0671 23.3181 23.1592 23.6588 22.6513 22.5291 22.5142
threshold=-0.94772631485393388 -1.2965003005540392 -0.66020926341496977 2.3716694046974869 2.2801252649837127 1.1288173896071474 -0.074792591002300263 1.0000000180025095e-35 1.0000000180025095e-35 -0.91909735138557946 -0.95790485680940063 1.1248358748350926 1.469577105443127 -1.3664195657027294 -0.075572632224640987 0.51364500316626394 2.043030077596129 0.90721770011872871 0.66905551989196432 -1.5082748187861761 0.091666786449547108 1.0454229551509682 0.97526568176142081 1.5191488867762273 1.0000000180025095e-35 -0.58454210970522613 1.4298092310842805 4.3127385003387806 -0.39115731296020156 -0.54793628445649167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 7 -2 28 -5 8 18 10 -10 13 19 24 -12 16 -11 20 -3 -13 -15 25 -23 -24 -9 -19 -27 -21 -4 -8
right_child=1 3 5 6 -6 -7 29 11 9 15 14 12 -14 17 -16 -17 -18 21 -20 27 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=9.1035813068035786e-06 -9.0359414120731732e-05 -9.9262710694433777e-05 -5.9753167584223554e-06 -0.00027108283463639842 0.00029737047578100187 -0.00018958233151776614 -0.00034555737422196789 -0.00014002322759300959 -8.9347480017728457e-06 -2.9772994235232499e-05 0.00081242249846290489 0.00039727379292496285 0.00015248289271427442 -1.5026661760887174e-05 -1.9792074481975001e-06 0.00010988299770775023 0.00024781124751539383 0.00020748775162677258 0.00010690034012118199 -0.00011562289763319047 6.2917607591818865e-05 0.0003051451150754335 4.8302622996875868e-05 -0.0010261152776444502 -0.00091908601562853032 4.29237322509091e-05 -0.0004577219123784211 0.0010610603239271706 -0.00010296811513792912 0.00018660671351623345
leaf_count=28953 34528 46835 27988 5158 862 14698 823 670 870 39549 548 413 2397 38930 286 8809 1728 4467 3171 14193 32491 4128 845 127 219 12957 509 60 32865 1854
internal_value=0 -0.00883144 -0.0549481 -0.000320375 -0.0790368 -0.0821931 -0.158556 0.00357237 -0.0241363 0.0159356 0.296002 0.0238899 -0.0558411 0.0380362 0.572776 0.00657068 -0.0175418 0.0416284 -0.0829551 -0.0954735 0.0212777 0.103329 0.234524 -0.10923 -0.324069 0.06814 0.029108 -0.111795 -0.0607299 0.0462063
internal_count=361931 257427 104504 222037 35390 75551 7835 214202 101796 51790 1704 112406 17063 95343 834 50086 41277 94454 50006 14666 71421 23033 5100 972 889 17933 13466 14253 60853 2677
shrinkage=0.000980392


Tree=3393
num_leaves=31
num_cat=0
split_feature=815 1154 954 1043 1378 792 1326 629 1246 201 841 69 1304 1115 917 221 16 700 558 18 555 1459 60 1108 489 484 484 359 15 1249
split_gain=13.4752 32.7316 18.1632 27.8526 20.6244 20.2561 24.4446 21.6712 21.575 22.763 21.4323 20.5749 22.2469 20.2474 20.1433 19.7968 20.1453 19.5508 19.4539 19.1196 18.7156 21.0778 18.6725 23.2738 19.7935 18.0559 22.5585 19.0891 17.9832 26.0362
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.98873640907070304 1.0092399748889116 0.80891129331221767 1.0000000180025095e-35 2.15724710703013 0.11642662491720222 1.5264259071729291 0.21481960358627397 1.4335284164271187 -1.2296669026188836 -1.2519738572323926 0.2045939411347952 -0.83328084720538642 -0.90427453028660876 -1.5895117063703164 1.7437070033512054 -1.0292190872005007 -0.086519528932936171 -1.5317598475219916 -0.43919381630331999 1.0000000180025095e-35 -0.41349271738206367 2.0235271918629705 -1.1103311057860179 -0.55773875849815502 -0.52285980526420517 -1.0821096921326758 2.6182961960933162
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 13 5 6 8 14 -2 11 28 -10 20 17 -7 -14 -17 -4 -8 -5 21 -13 -16 24 -24 -15 -27 -28 29 -9
right_child=2 -3 3 19 -6 7 18 10 9 -11 -12 12 15 25 22 16 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0033560451570775461 0.0010989024410081214 0.00021420932345166403 0.00055736604207488991 -0.0098490815313810424 0.0029871786175853059 0.0054852915007558359 -0.022935447958484251 0.0021344369101671287 0.026808532018780397 -0.017523525940550521 -0.013958576756475077 0.11187453837060744 -0.027136612981934951 -0.017926288421535912 -0.00036652612884182013 0.073828908838697152 0.0042035581831860727 0.021183408858869511 0.020015910965043002 0.0061727862957446158 -0.024598273618508158 -0.035537360571002367 -0.0007802764421789574 -0.01489838665809139 0.054848230388008928 0.015972069149398315 -0.0054727087053944986 0.0081214251197765427 -0.0043284532448552293 0.056909864349385213
leaf_count=80898 57951 89654 11729 2768 20085 6848 167 4575 328 2174 2806 35 290 301 33898 46 1701 512 1130 1101 983 42 1954 3534 88 2928 1495 4839 26956 115
internal_value=0 -0.0233216 0.00588068 0.0564572 -0.00358015 -0.0137654 0.0164229 -0.0381238 0.00963907 -0.135795 -0.0814622 -0.0230245 -0.0827118 0.0853355 -0.0053239 0.042214 0.126718 0.0287376 0.30935 -0.104783 -0.402431 0.93333 -0.0255036 -0.16468 0.0401071 0.155853 0.171394 0.101897 -0.0649565 0.0723133
internal_count=361931 170552 191379 25673 165706 145621 64847 80774 63550 5599 34452 3425 3097 21804 46322 2037 1747 12241 1297 3869 1060 77 39474 5576 2042 9563 9262 6334 31646 4690
shrinkage=0.05


Tree=3394
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 730 783 514 934 603 660 647 590 1022 1016 346 1249 1040 759 727 834 639 1002 209 678 8 345 907 913 85
split_gain=29.8525 21.2818 24.2588 25.0362 22.9337 21.4687 33.6931 27.4643 26.4687 21.7764 24.0179 21.3814 49.8908 21.1988 20.765 22.0562 23.2129 27.1179 21.6975 20.4832 19.9911 19.4365 19.2322 21.7457 19.1938 18.647 18.5143 18.8728 18.5124 19.6451
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 1.0000000180025095e-35 2.0780443506202029 0.11942102837874842 0.69854289147193727 0.23696906566319156 6.0948733974029876 -1.298475463871557 0.46293354690950167 0.49932493644430648 -1.0282579537198486 -1.3274107148674466
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 13 5 -5 6 7 -4 9 10 -7 12 -3 14 15 16 17 20 24 -1 -2 26 -6 -24 -19 -12 27 -10 29 -16
right_child=1 11 3 4 22 8 -8 -9 21 -11 25 -13 -14 -15 28 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.2460247699349409e-05 -0.00033496048094713127 -5.4072872287990462e-05 4.5863543522334098e-05 -0.00011442403343856857 0.00024362544182386482 0.00016475654641284106 -7.491352154675757e-05 0.00042383076653114811 -0.00015548110674894078 7.3293553018884173e-06 -0.00041477834408501274 -6.3392949488389868e-05 0.00040643274617259667 -1.7772924997597575e-06 0.00021017349936780074 -0.00019269314626470618 -0.00020780539170394571 -3.2324317015124853e-06 0.00078064571824461315 0.00010168782108934057 0.0009292882628675809 -0.00030539907678451731 -0.00039616422024392483 0.00022636193780602675 0.00080401208717024173 0.00060823880968998345 0.00034779727408665507 0.00037025896413278331 -5.5630406464437591e-06 -0.00019299443893066315
leaf_count=12551 2747 4821 6880 1294 5339 2134 17685 1041 1651 1982 101 93730 1384 103001 733 14802 6707 16704 210 17008 95 1064 480 482 102 996 644 373 39942 5248
internal_value=0 -0.0210723 -0.0101922 0.0369496 0.14674 0.0109638 -0.0222045 0.0972406 0.102181 0.199886 0.300518 -0.053899 0.0800447 -0.0216906 -0.0513325 -0.100642 -0.0577889 -0.0171978 0.0164802 0.0522368 -0.291431 -0.0409884 0.198572 -0.0759154 0.00583992 0.546051 0.0526229 -0.054845 -0.0221733 -0.145809
internal_count=361931 332372 232437 42146 7595 34551 25606 7921 8945 5213 3231 99935 6205 190291 87290 41367 26565 19858 17016 29559 2842 3732 6301 962 16806 1097 2668 2024 45923 5981
shrinkage=0.000980392


Tree=3395
num_leaves=31
num_cat=0
split_feature=545 1442 1445 1461 1396 705 623 912 1434 208 419 1254 333 1230 21 898 1384 73 773 327 394 1470 1050 773 558 1395 623 556 1244 630
split_gain=22.8599 23.6212 22.3062 24.2164 21.4065 19.134 23.1423 22.3154 23.3305 21.1984 21.1892 24.9786 20.5159 19.8338 23.0781 18.9443 23.7116 18.8993 22.8745 18.6875 22.4534 24.796 17.9933 18.4414 19.0409 20.1643 17.9918 17.7873 17.7873 20.9403
threshold=-1.0372938969678034 -1.2625182715263061 1.6380901172106308 1.4098417307792441 0.66386066127205579 0.87723755459486374 -0.024657624075993714 -1.8053664850396696 1.0000000180025095e-35 1.9192360597126046 -0.37884089540317273 -1.3110776810037013 2.3349286005830807 2.3457019632811744 0.2439032738895319 -0.050940255296943196 -0.26622167469113373 -0.2334644764982769 -1.0999140867602797 -0.65130284658053883 1.0000000180025095e-35 -0.54249455620493203 -0.39620818768670413 -0.36173168794207189 1.329275187929347 0.82814519349740279 -0.14594403762501287 1.0615556868388774 -0.63949717837331155 1.6707772797353198
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 28 6 9 -7 13 17 11 -8 -10 -9 19 22 -17 26 -19 20 21 -15 23 24 25 -13 -3 -5 29 -2
right_child=1 5 -4 27 -6 7 10 8 12 -11 -12 15 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.0493609579506642e-05 -0.00014075158443842696 1.6809040294077741e-05 -0.00014741481417365561 0.00025189396505696294 -0.00020856392842863412 -0.00034513741135250168 0.00044704842900682759 9.0125569802052691e-05 2.3932018170455161e-08 -0.00020587053344403735 3.5668557735137545e-05 6.0073130843237895e-05 -0.00028575239238060328 0.00017491539722886784 -0.0002484356700064831 -1.9887541257624194e-05 -0.00026589780725047422 -0.00026206253912593652 -5.1346706471868872e-05 0.00035504983380457293 0.00047610956624391011 -0.0010304739222968373 4.0394755122809611e-05 -0.00025466474407177993 0.00060412419234213077 -0.00048410586887123568 -0.00012370659785358989 -0.00038359877769531605 3.9137368104208297e-05 0.00024931224595775418
leaf_count=94059 8058 39023 14673 2100 4189 973 547 31714 17823 4054 63241 1701 1296 126 1796 4001 4270 3645 32091 650 139 189 10513 2606 240 454 4822 279 11795 864
internal_value=0 -0.0056498 -0.0609301 -0.0238521 -0.0474564 0.00259139 -0.00943427 0.0378534 0.0428411 -0.037095 0.0154309 -0.0416472 -0.0189323 0.0761753 -0.0949172 -0.0521976 -0.144441 -0.0293973 -0.0702177 0.139782 -0.196256 -0.526898 -0.00811521 -0.123852 0.0202082 -0.0496628 0.000963791 0.191892 -0.0172402 -0.103111
internal_count=361931 267872 41958 27285 24906 225914 171208 54706 53733 83635 87573 24332 19119 34614 2900 23785 8271 79581 35736 1104 454 315 15514 5001 2395 2155 43845 2379 20717 8922
shrinkage=0.000980392


Tree=3396
num_leaves=31
num_cat=0
split_feature=733 913 145 282 789 142 570 760 5 1259 70 1254 353 833 17 1080 844 972 787 146 755 486 432 1459 561 1041 495 211 1038 1189
split_gain=13.7113 15.7254 18.1516 23.0412 19.8493 18.7378 18.2167 17.2401 17.8107 16.5712 22.2013 19.5291 16.2374 16.1344 20.8141 19.9154 18.3277 21.4459 18.8906 17.8859 22.243 25.835 20.1649 19.6269 19.0523 23.6723 21.0334 27.746 19.2039 23.0865
threshold=1.0000000180025095e-35 -0.4420489926752047 2.3767492767700609 0.021709553812975027 1.1248358748350926 -0.48827820767905222 2.0692369486012279 4.2207095217738333 -1.1304662581025215 -0.26880846261334446 -0.55053426889352741 -0.78871635072704149 0.11458675220907555 -0.70577393499987984 -0.56557126920762446 3.0951863930167689 0.37223454074142742 -0.9523427734476021 0.36800293235905523 1.8959587770056643 1.0000000180025095e-35 -0.65103870854978096 0.56563410195930608 -0.30873848497620887 -0.63567151474150874 0.11701398985593274 -1.2755033038530164 0.99528356714412414 0.54142429547350601 -0.99363984447420239
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 13 5 6 -4 -5 8 -2 10 -7 -12 -13 -3 16 19 -15 18 -18 22 21 -21 -16 -24 25 -25 27 -26 29 -27
right_child=1 2 3 4 -6 9 -8 -9 -10 -11 11 12 -14 14 15 -17 17 -19 -20 20 -22 -23 23 24 26 28 -28 -29 -30 -31
leaf_value=3.0005675479896549e-06 -0.0085667281217155465 -0.0090377740293289561 0.091656007975507187 0.01851471914269091 0.10469062852325645 -0.04165024251180359 0.14847696797602541 -0.017598309502475505 0.0022182873531012624 -0.032933007597022647 0.093344033589821185 0.036323911654368699 -0.058439026712361508 -0.011477780444155013 0.00035367417735796919 0.040574709318605157 0.012131391849884047 -0.0035793847369996728 0.077500573759997887 -0.049244081166210027 0.041420048180585353 0.013966263153385828 -0.019439183101112048 -0.012545617370346058 0.0068605076265065706 0.20189029077023732 -0.0096339851810913341 0.18817862748937009 -0.0044154945944107193 0.055638014489620961
leaf_count=290164 3372 9751 29 421 46 110 22 1032 23735 342 63 94 43 6531 16332 130 320 3084 90 134 300 431 2454 211 65 21 2339 35 78 152
internal_value=0 -0.0395428 -0.0706394 0.260102 0.681155 -0.0783056 0.48615 0.00904354 0.0208006 -0.187651 0.227231 0.691668 0.161651 -0.0792872 -0.0535768 -0.00930457 -0.148856 -0.00377429 0.561453 -0.0165067 0.309029 0.0424581 -0.0329585 -0.191412 -0.0363156 0.458377 -0.143587 1.30853 0.98002 1.46761
internal_count=361931 71767 43628 1170 489 681 443 28139 27107 652 310 200 137 42458 32707 22682 10025 3494 410 22552 865 565 21687 5355 2901 462 2439 100 251 173
shrinkage=0.05


Tree=3397
num_leaves=31
num_cat=0
split_feature=184 561 1323 911 974 1114 503 155 815 429 82 624 1186 14 17 360 977 284 641 218 478 139 917 903 1449 1088 97 1319 1329 829
split_gain=13.094 18.713 22.6783 20.4601 20.3572 21.2375 19.9176 18.6033 18.552 24.9799 18.7936 18.1346 17.9364 20.5685 21.8833 19.9357 17.8286 17.1702 17.4697 17.9514 17.0144 16.8722 16.8353 16.8309 16.8257 16.6431 16.1938 20.359 19.1819 18.7721
threshold=1.0000000180025095e-35 -0.29551083158051078 3.0082871096711936 -0.9430621444060312 -0.42609190007265263 3.063092965894461 0.72743181614698449 2.1640528526356166 1.0000000180025095e-35 1.4524236896016391 -1.7913097453012818 -0.78629812851931169 -0.20918131366695478 -0.0051307220615118077 1.7291941990149673 0.64581808463816548 2.4781376440749425 -1.0597622724945783 -0.5976892589973527 -0.52262198261962911 3.087725826867286 0.22979381042275779 -1.2862312054244327 -1.8603536901860966 1.4881733406667772 2.7639737144699819 0.34899065110039107 -0.86324291894551208 0.43584835922152426 -0.19203011756317409
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 12 8 -6 9 10 20 -4 23 15 -15 -14 26 -8 19 24 -3 -7 -12 -2 -19 -5 29 -28 -29 -11
right_child=1 6 11 25 7 21 17 -9 -10 16 22 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00020472901029900716 0.041660905864843223 0.0091251021322939618 -0.021888295618201756 0.0013570038406720611 -0.01218653051923474 0.091387778916650661 -0.016127557367721108 0.017619662922165002 0.00036521814406046912 0.01299296372638345 0.016781486378427621 0.034658104326158831 -0.011073161335665362 0.018814006062485268 0.12091818193560677 0.026316075525633333 0.092197275980695215 -0.015716021918521797 -0.0074797606382417635 0.0084261016043804642 0.089959987083595538 -0.068306107610979092 -0.0067008917110776252 -0.0089156164488928477 0.037192479416320333 -0.014824078630088548 -0.043564935968025804 0.023784982053275647 0.090963398482496918 -0.01632785200099365
leaf_count=225587 112 1007 121 46287 5428 64 3943 333 29287 887 548 375 1043 870 24 291 38 1121 11487 2478 51 25 24940 3349 88 972 83 312 63 717
internal_value=0 -0.0259788 0.00539376 0.000774942 -0.100442 0.0157431 -0.0533887 -0.205607 -0.0311973 -0.084599 -0.108812 0.489271 -0.00486067 0.167021 0.453279 -0.0435394 0.188318 -0.130668 -0.0961329 0.052679 0.271344 1.31791 -0.123051 -0.138778 -0.214326 0.020886 0.15336 0.551778 0.739436 0.0186275
internal_count=361931 136344 59294 58798 11539 5778 77050 5761 57933 28646 26546 496 5689 2228 894 1334 2100 19117 15174 3687 1058 89 25488 3461 1209 47259 2062 458 375 1604
shrinkage=0.05


Tree=3398
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 730 783 514 934 647 590 603 660 639 1022 48 146 878 1467 1288 746 8 968 837 859 345 907 1169 156 1117
split_gain=28.0338 23.3477 22.4997 25.1623 22.2512 22.2159 31.2829 26.7022 25.2513 21.8001 49.3693 21.6125 24.1081 19.3868 19.2128 20.1926 19.9228 18.9167 18.8291 21.9961 19.6105 18.7936 18.7872 18.5059 18.4051 18.3216 19.0751 18.2911 25.6544 18.2484
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.26872683687560334 0.11942102837874842 1.0000000180025095e-35 1.8372674881307383 2.7503861831498626 2.630508148566769 2.6212945108504591 1.3901882842073681 0.66766320980544069 -1.298475463871557 -0.23957137006885484 0.024157340759037613 -0.98545034728205338 0.46293354690950167 0.49932493644430648 0.18848160436186537 -1.1003691979828194 -1.2591097148690287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 5 -5 6 7 -4 11 10 -3 12 -7 25 15 16 18 24 19 20 -2 -14 -21 -22 -6 26 -10 28 -17 -12
right_child=1 9 3 4 17 8 -8 -9 13 -11 29 -13 21 -15 -16 27 -18 -19 -20 22 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.7848869060678598e-05 -4.6592156477907201e-05 -5.4824363298469395e-05 3.919918493146477e-05 -0.0001127831089437399 0.00047929146022207867 0.00016101522197276667 -7.6019781145310279e-05 0.000411553665887687 -0.00015343760852996362 -6.6202772996260494e-05 -0.00067957320990509086 4.8869330337196879e-06 -0.00042094874441224927 -0.00030312416691382184 -3.0048605760137799e-06 0.001781771868331954 0.0002995524439023653 -0.00077968102508757606 0.00014661173542528471 -0.00032611955748145286 -7.1434785438748585e-07 0.00060556641189095926 -6.8696078536394315e-05 0.00047334110542344277 0.00015856221103311864 0.00034857594075526384 0.00037548404532494685 -0.0004545522452817528 -0.00013434013334346888 0.00045416084175488298
leaf_count=29559 69472 4821 6880 1294 983 2134 17685 1041 1651 93730 93 1982 101 1064 103001 42 765 82 2400 4582 805 996 4029 584 5236 644 373 1783 2828 1291
internal_value=0 -0.0223153 -0.0109074 0.0345011 0.144656 0.00845975 -0.0252735 0.0897483 0.101289 -0.0566709 0.0785573 0.196688 0.296942 -0.03869 -0.0219869 -0.050231 -0.0419242 0.195743 -0.0460958 -0.053182 -0.0407792 0.542972 -0.188489 0.201379 0.209362 0.0548265 -0.0521525 -0.218781 -0.108507 0.41123
internal_count=361931 332372 232437 42146 7595 34551 25606 7921 8945 99935 6205 5213 3231 3732 190291 87290 82637 6301 81872 79472 70861 1097 8611 1389 6219 2668 2024 4653 2870 1384
shrinkage=0.000980392


Tree=3399
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 858 428 1105 1112 501 1423 683 1462 1363 841 406 623 1044 491 1108 1247 72 208 255 1466 1452 632 773 1071 1464 488 937
split_gain=12.9703 27.8814 23.1629 17.748 17.2484 18.1786 18.8757 17.3553 17.2235 18.1084 25.9178 18.1357 17.434 19.495 17.1329 21.6223 20.6648 16.9572 16.8937 21.9707 19.5809 17.8413 22.9912 21.829 20.1641 19.731 19.8462 19.4413 19.3745 16.8736
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0825608069246189 2.3725335501812359 -0.13531835739820214 0.96005742754988432 2.5733658065715681 2.2885552421444864 -0.45360691579634166 1.8461117166573322 2.1958782074693541 -0.55243195428586367 2.6552570251722512 -1.245102160412999 -0.39886157003201556 1.033097487508106 3.1200365377393457 -0.57248563240332773 2.1671517343000279 1.4408605362336033 1.0000000180025095e-35 -0.035273251782798838 0.16548447907729763 -0.34351472026687613 1.3348643226014334 -0.83372348323441781 0.98643841804850318 -0.58164394929339314 -0.58363259351866237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 18 5 6 7 -1 9 10 11 -3 -10 -14 15 -5 29 -18 19 -4 -21 25 27 -24 -25 -20 -27 -23 -29 -16
right_child=-2 8 3 14 -6 -7 -8 -9 12 -11 -12 -13 13 -15 16 -17 17 -19 21 20 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.011215486930351791 0.00029719617383370346 -0.0044142742938024114 -0.010499944919864536 0.054428989666580663 0.033509712275534551 -0.0070335272391884446 -0.020842128950656642 -0.058875381653842589 -0.02428203128444064 0.001328020203115523 0.013682725698388097 0.011869261776696217 -0.0047804483535908689 0.084798584680424949 -0.012421671026688301 -0.0019469919324855785 -0.020654012334105597 0.084690432128273554 -0.0061524147862281643 0.012248212448932632 0.12165800955026217 0.0029089224380454345 -0.01409869514404026 -0.018598359989214889 0.014862899347007887 -0.0258515873452708 0.0099239835790986761 0.063166071895169623 0.013850134225603619 0.0066281818296774209
leaf_count=2504 197825 23806 15462 206 176 1530 248 46 1214 59583 1282 1227 2265 41 823 265 724 21 33361 405 30 7340 3090 480 1020 356 1971 182 599 3849
internal_value=0 -0.0227615 -0.0643186 -0.0803013 0.0796654 0.0506212 0.149765 0.202534 0.00233776 0.00778496 -0.0517497 -0.0722558 -0.187392 -0.0617137 0.0431109 0.528118 0.00889733 -0.352193 -0.096175 -0.187186 0.405001 -0.0730508 0.0166308 -0.137621 0.11067 -0.104131 0.115291 0.107108 0.489773 0.0682358
internal_count=361931 164106 74688 70184 4504 4328 2798 2550 89418 85898 26315 25033 3520 2306 5888 471 5417 745 64296 15897 435 48399 12711 4590 1500 35688 2327 8121 781 4672
shrinkage=0.05


Tree=3400
num_leaves=31
num_cat=0
split_feature=785 207 519 365 151 706 1184 1041 830 158 237 503 230 1176 565 974 694 209 152 836 906 289 841 1173 257 1286 421 1325 358 773
split_gain=12.9667 14.1006 24.6561 22.6715 22.3467 19.273 21.9021 19.6086 19.3498 19.3293 18.8852 21.8686 18.4544 18.2781 18.1785 20.4813 20.948 18.7306 19.3098 18.389 18.164 18.0103 18.257 17.8122 24.3302 22.044 17.6596 20.5524 19.2181 17.6331
threshold=-0.86283290253235112 -0.029151171244656309 2.1420547332082829 -0.084997600901057291 3.2806821354103182 -0.2757743684523109 0.3344708981347016 -1.7424152112673073 -1.0023694547122828 0.72138871645478952 1.0402268595720192 -1.5482058374414667 0.69623288714530085 -0.54948467686383295 1.3853836117415612 1.4217262360078116 -1.2324613141171719 0.021891502883706334 -0.77509227124241964 -1.0703978065278432 2.2531130071974368 1.8093288177322437 0.60754944406240108 -1.5418673675979819 1.0000000180025095e-35 1.0000000180025095e-35 -0.078076507695246447 2.8217542963849627 -0.35171399607989501 0.76797286715540614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 21 6 7 9 23 -3 11 13 20 -5 15 19 -17 18 -18 -4 -8 22 -2 24 -7 -26 27 28 -12 -21
right_child=1 2 14 10 -6 8 12 -9 -10 -11 26 -13 -14 -15 -16 16 17 -19 -20 29 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0019268424409376976 0.001181127882937712 0.038354693588345819 -0.0097708554936277916 0.064255776224520889 -0.032054998485892022 -0.027148022040929001 0.0064290552251473204 -0.00049421291223976274 -0.0007201892921299978 -0.061768563446376712 0.011764966348795858 -0.0041180657413568689 -0.0035315833687287659 -0.001693621628024721 0.020600367222845591 0.067854696302685522 -0.040340402735619285 -0.031633741226600585 0.013705721858752462 0.0099789985661447173 -0.017861646565743666 -0.0067305180427729636 -0.0024100477614563296 -0.0083868586118346009 0.057909764970315261 -0.0013791829322431625 -0.0036738968751327764 0.047791296573444775 -0.0011977642380423875 -0.0019461129449593777
leaf_count=29559 75779 309 914 123 364 276 16451 35987 75363 56 2468 60205 3335 161 760 27 98 401 291 5730 467 5448 25936 10482 178 176 5484 115 3228 1760
internal_value=0 -0.0100938 0.00624517 -0.0247331 -0.00383052 -0.00258783 0.0294704 -0.00497051 -0.0260704 0.579818 -0.0596165 -0.0791393 0.0882213 0.640435 0.106444 0.0800836 -0.235607 -0.305937 0.0141352 0.11131 0.117262 -0.00202694 0.0049796 -0.138309 0.296705 0.625372 0.0234152 0.105595 0.0854514 0.14302
internal_count=361931 332372 153061 179311 107527 143080 56605 36352 86475 365 71784 60489 20253 284 9981 9221 817 790 389 8404 16918 107163 101715 11112 630 354 11295 5811 5696 7490
shrinkage=0.05


Tree=3401
num_leaves=31
num_cat=0
split_feature=785 125 57 21 1464 77 750 497 540 1 710 113 1024 12 150 1243 197 1206 980 968 1107 471 1378 280 773 417 1384 808 801 842
split_gain=22.1912 18.2874 25.5053 27.2034 26.7591 23.1476 22.5932 22.2839 21.8298 24.6339 21.7874 24.4706 26.4994 22.4526 21.5974 21.2387 22.1533 21.4968 20.8042 20.6096 26.8826 20.4063 20.1068 20.4051 21.0904 19.7439 19.5087 19.4666 18.815 18.7181
threshold=-0.86283290253235112 0.58518330826110332 0.72527224708021132 1.0000000180025095e-35 0.71492702701447042 -1.5526177384989219 1.0000000180025095e-35 1.656418941702585 2.9110317759397999 0.14060148230820743 0.92690533579925805 1.0000000180025095e-35 1.3727948663943095 -0.28505987831433222 0.072358506187344976 -0.071087869931052941 1.7525974049969186 -0.89070711086558196 2.5156239574486245 0.16882170338733063 0.86848597684359341 4.229666733894736 0.29079056963915867 -0.90054118504432257 -0.59827632402746445 0.37362907568875736 -0.78535948660231092 2.5111712838291762 2.3649821934304964 3.1048954322592532
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 7 5 8 -4 15 -3 -5 -10 11 13 -13 -7 -9 16 27 -17 -19 -18 -21 28 29 -24 -25 -15 -22 -2 -6 -8
right_child=1 2 3 4 21 10 22 14 9 -11 -12 12 -14 25 -16 17 19 18 -20 20 26 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=4.3529318808882156e-05 6.9097501138020048e-06 -2.8534483953782622e-05 -0.0011003608910239641 -1.0663167601878146e-06 0.00032533243149735066 0.00010824523753580518 -0.00013296905879218472 8.4660675358099844e-06 -0.00063165980517423525 0.00026918588542851709 -0.00014949359115386821 0.00013180123255533252 -0.0010534762375011121 0.00037870481662372659 0.00021158934990274687 -0.00011962473060667243 -0.00023064408068406447 -3.667830458031994e-05 0.00025359017303784614 -0.00010359717378454436 0.0010459721925106002 -0.0010162145460461255 0.00039261917284293693 -0.00034167217788387853 7.8642724388057646e-05 0.00083512173943379488 0.00018073781254849167 -0.00020653716187545105 -0.0014276315773280915 0.00059725592730862473
leaf_count=29559 123401 50676 85 5579 1392 860 29648 6454 459 148 592 1527 93 1328 3320 23301 5420 65655 1197 2544 162 51 723 1020 2605 488 524 2868 28 224
internal_value=0 -0.0189616 0.0104902 0.0922282 0.0178649 0.211563 -0.0294124 -0.00956226 -0.0408264 -0.402409 0.226307 0.275721 0.0734071 0.393187 0.0816904 -0.0218664 -0.00391928 -0.0518346 -0.0311259 -0.130694 0.0202812 0.259275 -0.0976866 0.0512944 -0.0266026 0.515069 0.419824 0.00315605 0.301911 -0.128609
internal_count=361931 332372 73080 12630 7657 4973 259292 60450 6186 607 4888 4296 1620 2676 9774 225072 134919 90153 66852 8650 3230 1471 34220 4348 3625 1816 686 126269 1420 29872
shrinkage=0.000980392


Tree=3402
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 727 647 590 710 691 1376 290 1242 1469 977 563 214 633 1257 497 996 657 828 217 759 578 493 290 1368 878
split_gain=27.3567 26.6468 24.9647 22.9611 22.0035 20.5175 20.4988 45.9529 19.6898 23.0441 19.3671 21.7806 20.5966 19.6524 26.4453 24.0325 23.7577 22.2949 21.6303 20.3628 28.0783 25.8246 20.3704 19.9304 20.0393 19.5407 19.776 23.7077 23.8456 19.2
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.76029184741838574 -0.3266635670241857 0.18805867694879752 2.1089670232183031 3.5578112322456241 -1.0234077568651669 -1.600612793102197 0.33235845757463861 1.3190932465207235 -0.78887213145835056 -1.7739337323809832 0.92136228299251755 1.0565563832172893 0.72755686970153477 0.47951398915042015 -0.19414085963471925 2.3384418251277781 3.0930602345095219 1.0671935845453369 -0.98285696385390231 -0.67627449422571728 2.630508148566769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 10 -4 8 -1 7 -3 29 -10 11 13 -12 14 -2 16 23 -15 -17 -19 -21 22 -22 -16 -25 26 -18 -28 -29 -5
right_child=1 6 3 4 -6 -7 -8 -9 9 -11 12 -13 -14 17 15 18 25 19 -20 20 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-7.6201314573696896e-05 -0.00033090349645000482 -0.00011478373951518698 -4.7356374791011728e-05 0.00010712240751975307 0.00040463335645022546 3.8438435887847091e-05 -0.00012736059287353876 0.00032388083459882123 -0.00048733122816271753 9.8327909020815715e-05 -0.00011997130208288049 5.3800052055845406e-05 0.00044238766126523834 -0.00015950907689095512 -8.8928955471387176e-05 -0.00067093811455273746 -0.0005349366532146657 -8.8532519267257962e-05 0.00011951356328364765 3.7619503696220015e-05 3.2860297684522093e-05 -0.00069248348141008956 -0.00051715557048842792 5.6790493966587913e-05 0.0007369293001815131 0.00072428534079684937 -0.00088648266027500553 -0.00064115147304161354 0.0011815558345092967 -0.00093008194070180901
leaf_count=12551 1284 4821 34551 5410 894 17008 93730 1384 642 573 63803 5739 343 19559 7331 170 1012 66627 6265 11557 1054 404 367 4264 185 77 93 48 109 76
internal_value=0 -0.0834862 -0.0713352 -0.0237371 0.0816475 -0.0130795 -0.119582 0.0101681 0.0420084 -0.208955 -0.0828744 -0.0682021 -0.118955 -0.0750064 -0.0165721 0.00108755 -0.0518823 -0.0886528 0.103677 -0.0735825 -0.000222675 -0.236323 -0.109411 -0.0235187 0.0882318 -0.339072 -0.408227 0.175986 0.643858 0.0944054
internal_count=361931 332372 232437 42146 7595 29559 99935 6205 6701 1215 190291 126145 64146 120406 20838 19554 13119 99568 6435 80009 13382 1825 1421 11780 4449 1339 1262 250 157 5486
shrinkage=0.000980392


Tree=3403
num_leaves=31
num_cat=0
split_feature=1166 407 457 284 570 1177 1453 701 795 710 638 854 797 686 982 461 335 1002 1383 921 1106 1466 705 1465 425 1468 283 823 430 609
split_gain=23.4145 29.9875 27.1525 26.9919 26.4014 26.2069 26.0312 23.6328 24.376 28.9474 27.6447 27.0018 72.2727 26.3116 25.7488 24.4438 23.4743 23.3772 38.6214 24.4593 25.0808 22.8682 22.4165 22.3933 22.0592 21.966 21.9638 21.4843 21.4108 21.1236
threshold=-0.94772631485393388 -1.2965003005540392 2.3716694046974869 2.2801252649837127 -0.66020926341496977 1.1288173896071474 -0.074792591002300263 -1.6271604451432065 -0.29258408639884992 1.3536697095467554 1.273276721297012 -0.87473648844905705 0.63961785378869596 1.321975669573771 3.5955928533842081 1.0000000180025095e-35 0.76876521511279583 0.69854289147193727 -1.2876304317353988 1.0000000180025095e-35 1.5428342503840602 -0.39115731296020156 1.2284335450172812 -0.54793628445649167 -0.43564297576311328 0.35527105212377691 -0.50400101430044109 -0.277660549730326 -0.55330194412233291 0.98843275535716713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 -2 -1 21 -4 -3 13 11 -11 12 -10 14 22 -16 -12 19 24 28 -21 27 -9 -8 -19 -25 29 -6 -13 -22
right_child=1 2 6 -5 5 -7 23 8 9 10 16 17 -14 -15 15 -17 -18 18 -20 20 26 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=1.0755753664155774e-05 -8.9319063830505609e-05 -0.00012429669673422145 -0.00026954402907278008 0.00029764746158385469 3.3685603422022351e-05 -0.00018555598164340104 -0.00034241957093597585 3.316770477881734e-05 -8.0188225561415017e-05 5.4188636256031114e-05 0.00057828441577773698 2.7508809716371997e-05 0.00029296326620771286 -5.8788260837374771e-05 -0.00070415413103387312 0.0011593699203638708 -9.8204080303009641e-05 -0.00029715872885491062 -0.00013994690874128291 8.8326037261090912e-06 0.00023974672815831705 -9.9805883662240668e-05 0.00014579061910506384 3.9082529546279252e-05 0.00061925589033381284 0.00067922803943861712 0.0003996423265384507 -0.00014145225900926101 -7.818128133005447e-05 -0.00036235848239582236
leaf_count=28953 34528 7082 5158 862 21536 14698 823 73170 5466 8448 811 12643 3718 15501 44 162 329 195 13597 24222 659 32865 9148 1436 485 418 1423 6452 36679 420
internal_value=0 -0.00762187 0.000906923 -0.0780049 -0.0518181 -0.0784786 -0.156532 0.00477761 0.00890835 -0.0136976 0.0969316 -0.0253891 0.0840324 0.0344827 0.0485649 0.816708 0.407145 -0.0375804 -0.118085 -0.021636 0.0312602 -0.0571118 0.0466178 0.0491006 0.402094 0.192988 0.234352 -0.00197676 -0.0520541 0.00306751
internal_count=361931 257427 222037 35390 104504 75551 7835 214202 207120 109095 9588 99507 9184 98025 82524 206 1140 90323 14277 76046 26724 60853 82318 2677 680 1854 2502 27988 49322 1079
shrinkage=0.000980392


Tree=3404
num_leaves=31
num_cat=0
split_feature=181 1243 1323 1250 21 1450 57 775 1262 943 1463 1217 846 760 299 1315 1463 417 1448 1112 21 609 491 209 1177 1450 694 1122 83 6
split_gain=13.1327 15.3169 20.8389 22.1141 20.8323 22.0034 20.9332 20.2964 19.5715 18.5521 17.3618 17.7064 17.3639 16.8294 20.7348 16.8015 16.7889 17.6011 18.347 17.4995 16.4011 23.6002 20.8544 20.1381 21.4534 19.366 24.8615 18.5805 17.8932 19.2638
threshold=1.0000000180025095e-35 0.22991414747585318 3.1011166587218653 -0.3599865873131633 -1.8362818876253988 -0.52190567387341558 0.72527224708021132 1.2885360410936924 1.630084951406374 1.4693784537238983 5.4579631273128628 1.0000000180025095e-35 -0.72483134413687578 -1.231126435258403 1.0000000180025095e-35 -1.4438514896435186 0.55790611356348307 2.924606770914282 0.39650259939441518 2.5509556669793416 -0.70163543588998201 -0.93177752141597858 0.92904334446183701 -1.5604648518510775 -1.1858554037381828 0.30105170198065284 1.0000000180025095e-35 2.4085948998175017 -0.29730807432519302 0.40524176466019762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 5 8 9 10 -3 -6 20 -12 -13 14 -11 -9 17 19 -19 -17 -1 22 25 24 -23 26 -22 -27 -26 -30
right_child=-2 2 3 -5 6 -7 -8 15 -10 13 11 12 -14 -15 -16 16 -18 18 -20 -21 21 23 -24 -25 28 27 -28 -29 29 -31
leaf_value=0.0029221103060385165 -0.0019157039812766241 -0.046342039951337094 0.054703734370180834 -0.036729349783069368 -0.0022349725247039409 0.016482597616769311 0.0022081715780690944 -0.045416992265143681 0.11957949656069276 0.056923433638318199 0.031594208785192375 0.039036576557894831 -0.016038471221883281 -0.011315236708346403 -0.035825800539472236 -0.001773525841795479 -0.0090864690026958069 0.12758637601950659 -0.017773589335863076 0.02317961079099496 -0.005135474528536639 -0.053171135046970845 -0.011213660173524626 0.00091252005715661787 -0.020155017257793187 -0.010475111020843263 0.0064327021804549758 0.038402487354666517 -0.0063401273013053349 0.031139283478513288
leaf_count=38870 75166 237 163 51 56891 1335 13106 146 21 109 419 76 248 6559 63 17545 4217 24 24 314 5649 197 3905 125184 1071 3627 5454 125 839 296
internal_value=0 -0.000536764 -0.0296651 0.699501 -0.0317781 0.241051 -0.0374399 0.00921304 -0.664718 -0.0568557 0.0167954 0.340149 -0.0270369 -0.199849 0.560884 -0.0570311 -0.0522756 -0.0208512 1.37494 -0.0246484 0.0153145 0.00477797 -0.0754733 0.0149165 -0.219635 -0.0323957 0.0196937 -0.179752 -0.14919 0.0623626
internal_count=361931 286765 78535 214 78321 1593 76728 208230 258 63622 185960 743 324 6731 172 22270 22124 17907 48 17859 185217 146347 18760 127587 2403 14855 11103 3752 2206 1135
shrinkage=0.05


Tree=3405
num_leaves=31
num_cat=0
split_feature=50 56 651 361 1071 203 287 1029 422 1065 146 1349 631 1249 904 825 1243 1324 145 415 972 75 423 283 499 1143 899 579 430 557
split_gain=13.3617 24.7344 16.0635 16.841 16.6608 16.1625 16.9921 19.523 19.4443 18.8409 18.3901 20.0122 17.653 17.2378 16.7817 18.9472 26.2221 19.0638 16.9339 16.5839 16.2669 16.4615 16.2331 22.8853 16.8652 18.4508 20.6103 16.2015 16.0213 18.0995
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 0.18459888851483028 2.2154073666107625 1.0605395091208547 1.2032249238189121 -0.36620993273385999 -1.2415873250643052 1.0518754624258557 -0.27463205779499944 1.0000000180025095e-35 0.59105700160266605 1.2355968974975298 1.9803111585429767 -1.3782055633747541 1.5902869014707017 0.32021642027523239 2.849804053428775 -0.32781543141372071 -0.91681936812541387 0.58069356587893317 -0.50411418496144889 -1.3764712099974405 -0.82932542098353745 2.2926747202002002 -1.0531105455413694 -0.8964210114969734 -0.39181977418658193 -0.27208319154017496
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 8 -1 22 11 19 -11 20 15 16 17 -10 -17 -8 -14 -22 24 -24 25 26 -9 -7 -5 -30
right_child=-2 -3 4 28 -6 27 10 9 14 12 -12 -13 13 -15 -16 18 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.026445597898386908 0.00025986862087614337 -6.976308388199124e-05 0.0036562478636315006 -0.0012067932920853176 -0.024741527005307604 -0.025814832293823056 0.030708041297575751 0.065010751410347317 -0.0032384002003901786 0.010525583270278471 -0.019769298796395343 -0.023780397722430038 -0.012000458430476658 -0.060018193035759997 -0.029796975985610871 -0.0021703736943491227 0.08627450515952674 0.035191912350247261 0.095927594693943713 -0.0059449793732379306 0.080588102532413011 0.0033625854597496303 0.069883596828130098 0.0065329905591450469 -0.01154117311331977 0.11885141091347531 -0.0033058766072634966 -0.0054637572119161084 -0.0023595344810480525 -0.011450852883872474
leaf_count=880 197382 90457 6070 8590 317 1898 406 104 879 724 1719 420 59 38 508 12277 100 408 21 452 186 60 101 4917 1885 21 433 9954 6680 13985
internal_value=0 -0.024004 -0.0655239 -0.0810336 0.0459684 -0.0408624 -0.0101759 0.0140164 -0.0436756 0.119309 -0.204527 0.0363253 0.416011 0.892893 -0.0243757 -0.00967194 0.326989 0.205195 -0.0385813 0.25735 1.04469 1.29503 0.0634903 0.160769 -0.11079 0.298848 0.184627 -0.155916 -0.132441 -0.173793
internal_count=361931 164549 74092 67705 6387 38450 26598 23601 15073 8528 2997 1278 1067 343 14193 13685 1387 1287 12298 858 305 246 7461 5018 2443 558 537 11852 29255 20665
shrinkage=0.05


Tree=3406
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 727 678 1218 533 678 1458 382 1376 1467 689 507 789 689 590 579 51 760 954 156 221 1228 695 498 692
split_gain=33.7906 25.8371 31.7596 33.6436 48.6866 43.8111 30.9394 30.521 29.7468 27.9677 27.3302 26.2906 26.2871 26.1543 27.0573 26.0499 25.4544 24.7676 22.9221 23.1761 23.4807 22.9698 22.6902 22.6142 22.5873 22.5197 22.0402 21.7954 21.5319 22.3639
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 0.34708990927187483 3.9048232315577729 1.0000000180025095e-35 1.0000000180025095e-35 1.8992776531617575 1.0000000180025095e-35 1.0000000180025095e-35 0.027744735654897854 -1.1110989058077336 0.65809631222906606 1.1248358748350926 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.35315847874617967 6.099786963134739 0.41752742923255598 -0.061169154604351648 0.9948761292206888 -0.33888244088082226 -0.45889317716256084 1.5158612506186986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 7 10 -6 -3 8 9 11 -5 24 17 14 23 28 27 -8 19 20 -18 -21 -22 -9 -4 -16 -17 -2 -11 -30
right_child=1 6 3 4 5 -7 12 13 -10 15 -12 -13 -14 -15 25 26 18 -19 -20 21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.7337734698505495e-05 -4.380881153337167e-05 -5.4467546168989137e-05 -0.0001081976768863133 -0.0002265251168620181 0.00030996014541938825 -0.00053961455455544388 0.00025544447271361789 -3.4025406091113055e-05 0.0003558411796182418 0.00017464935576751148 5.3261700487135267e-05 0.0001102633571483684 6.2123203744266982e-06 -8.4778318135195549e-05 -4.3021218042110753e-06 -5.2573078984804563e-05 0.00010868214424284873 -6.8147077833576034e-05 -0.00014990069766907942 5.5555922500925596e-05 0.00013708235110066819 -0.00058583702417000874 0.00055260514032861793 0.00073152427126858951 -0.00023579146454562298 0.00014343700357883219 -0.00016278676877176554 5.8999343563445253e-05 -5.8964824669933022e-05 0.00036320640893360104
leaf_count=29559 34595 9447 52456 2881 3683 279 5244 35071 651 4234 4547 2629 5700 25094 9901 66686 5619 1127 1511 808 1023 391 1179 128 15081 8919 11672 14057 7126 633
internal_value=0 -0.0295594 -0.0357006 -0.0480871 0.0674974 0.254276 0.0406451 -0.0547752 -0.0759378 -0.0785797 -0.0420011 -0.122574 0.107362 -0.0197194 0.00557956 -0.05365 0.0108279 0.198774 0.105411 0.144257 0.186159 -0.134284 0.366809 -0.030698 -0.134701 0.0719913 -0.0701454 -0.0124006 0.0433723 -0.0241766
internal_count=361931 332372 310854 251671 11390 3962 21518 240281 161168 160517 7428 70166 12071 79113 54019 90351 59183 6371 10531 9020 7821 1199 2202 35199 67537 18820 78358 48652 11993 7759
shrinkage=0.000980392


Tree=3407
num_leaves=31
num_cat=0
split_feature=652 1020 1458 21 21 1468 1468 1450 1470 1450 944 1469 1454 1469 1313 1311 1436 1468 679 1466 264 1464 1464 83 1469 599 1312 1457 476 21
split_gain=13.2753 17.9977 28.7684 28.0348 31.6716 29.5028 27.8751 25.9293 23.2068 23.1231 20.9891 20.9652 20.8524 20.5423 20.468 19.8927 19.6692 19.4878 32.7843 25.3239 25.0149 21.0722 32.4387 23.4352 25.9342 20.5556 23.3546 22.2024 22.0451 24.7583
threshold=-0.98896428961744431 0.44670980992553178 -0.71693843586677841 2.1349806934485605 1.0003342417131433 0.29530843783491928 1.5815342945870006 0.88343564287383192 2.0712005696182252 0.95337257963916655 1.4781763871474156 -0.30740309852321129 0.67485211051868899 1.4039267167446501 -1.7899561603914393 3.3525900529922672 2.5160119748016476 1.3991069528470244 1.0000000180025095e-35 -0.14003739157714076 1.0406688472030448 0.32487369541553784 0.36050182001854686 -0.60074697868893046 1.569158560977409 2.4014374252695494 0.1636807251507473 -0.48707703692802368 0.82954461826931392 0.81122649975724037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 8 -7 14 -6 10 -9 -5 13 -13 -4 16 17 21 19 -19 -20 23 -23 -16 -25 27 -27 -26 -29 -30
right_child=1 2 7 11 5 6 -8 9 -10 -11 -12 12 -14 -15 15 -17 -18 18 20 -21 -22 22 -24 24 25 26 -28 28 29 -31
leaf_value=0.0014563113317827931 -0.0011751662657456961 0.0038298813344543946 -0.034248588155878008 0.0050930329544818364 0.013783472345252954 0.053188446415914414 0.004966996009872722 0.029662445084265545 -0.034285031734333997 0.0039549779121707219 -0.060702907334406211 0.013918123735585536 -0.058020630553436342 -0.060181819667354725 -0.006954975119774269 0.035665551813902276 0.0130654177850692 -0.012231519687985805 -0.017499357101807431 0.0092514514054510815 -0.063190785996360702 0.024185962537262577 0.0016655725093513583 0.00072976941610306239 -0.024138195797237291 0.010660117744511916 0.14351329942472993 -0.016353365454913411 -0.0037335961126542167 0.0346086497990497
leaf_count=45881 235616 10908 330 333 1798 382 203 606 183 6904 33 190 220 82 10655 194 1134 1498 1178 1231 203 825 12312 25644 1251 66 20 1058 738 255
internal_value=0 -0.0123176 0.0163887 0.107887 0.131847 0.346883 0.749513 -0.0036167 0.212414 0.117242 0.505759 -0.307073 -0.640147 -0.167669 -0.0202522 -0.017536 -0.0199468 -0.0261615 -0.176622 -0.0404655 -0.478204 -0.0143973 0.0624019 -0.0412675 -0.00960099 -0.197151 0.85487 -0.227072 -0.0903227 0.134754
internal_count=361931 316050 80434 14299 13474 2566 585 66135 1981 7543 639 825 492 272 58592 58262 58068 56934 4110 2729 1381 52824 13137 39687 29032 3388 86 3302 2051 993
shrinkage=0.05


Tree=3408
num_leaves=31
num_cat=0
split_feature=1097 269 785 713 1457 1102 1463 1467 1455 1457 408 728 846 869 689 260 1454 1463 1449 1467 1462 1454 632 1322 1315 829 1451 1037 152 1237
split_gain=25.3546 29.8216 25.1826 25.776 24.2977 25.5336 22.5962 26.1389 22.0687 25.7586 21.3523 30.897 24.4983 23.4578 23.4028 22.0573 21.1397 41.9488 29.1877 33.5767 27.3008 26.0162 24.0104 20.5704 22.4537 22.2424 20.4546 23.6124 20.914 20.2658
threshold=-0.64966988391888181 -1.2832447556410924 -0.86283290253235112 1.0000000180025095e-35 1.2916200332612386 1.0000000180025095e-35 1.3753271246929319 4.5114904631235966 1.7778406063357999 2.6377270431544337 -0.34083657021421804 -0.90320472132347296 0.29736867676700723 1.041070318382423 -1.1110989058077336 1.0000000180025095e-35 -0.91909735138557946 -0.37812388882570003 -0.14300729941145557 -0.22023664855122008 -0.016142070564296743 -1.0058734782676975 0.13264944672935547 0.42878090308475986 0.84291710375876494 -1.3156489481060378 0.75140231727557782 -0.75194863210017393 2.1171177476311756 2.7160587941022891
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 26 3 -3 5 6 7 10 -6 -10 11 13 14 -1 -13 23 17 18 19 21 -20 -4 -19 24 25 -12 28 -28 -2 -15
right_child=1 2 16 -5 8 -7 -8 -9 9 -11 15 12 -14 29 -16 -17 -18 22 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.1328569574493859e-05 -0.00012060864126588873 -0.00017730414675319915 -2.0140955701376158e-05 9.2828603988475675e-05 9.4316015824127537e-06 2.0971913918095766e-05 5.4075950003852968e-05 0.00062181442113983269 0.00054852382306695203 -3.8611196392419004e-05 -0.00072194760929984736 5.5363702317739303e-05 -0.00030423899604249568 0.00051810146610412229 -0.00017007790035601127 1.3877479046275404e-05 -1.0002660372598383e-05 -0.00028419624730476197 9.3208255898963077e-05 0.0001049673347980423 -0.0012613084332857706 0.0007966869472572903 0.00015560012923873952 -0.00021083570363506239 -0.00021388426500209041 1.0730924057343846e-05 -0.00030751485189868175 0.00012998887150590012 0.00017336777572882312 -0.0005675358443992778
leaf_count=6811 26745 1859 222 20222 10898 15060 6802 220 765 554 266 3447 9222 704 20481 17743 180369 1621 1123 984 130 881 1062 8155 5998 13443 843 3859 1297 145
internal_value=0 -0.00618746 0.00265625 0.0725377 -0.0498065 -0.0630336 -0.0815027 -0.0938087 0.0491437 0.304225 -0.0967214 -0.140499 -0.180002 -0.00659345 -0.138324 -0.056993 -0.00591929 0.125937 0.284639 0.438834 0.0102505 0.667979 -0.0985161 -0.105161 -0.0563872 -0.00417109 -0.0775892 0.0611812 -0.105909 0.378653
internal_count=361931 241217 208473 22081 120714 108497 93437 86635 12217 1319 86415 40810 33150 7660 23928 45605 186392 6023 3340 2087 1253 1103 2683 27862 19707 13709 32744 4702 28042 849
shrinkage=0.000980392


Tree=3409
num_leaves=31
num_cat=0
split_feature=545 959 1094 795 705 470 1361 691 257 832 840 1469 427 633 854 797 613 402 1469 485 1452 1456 269 1286 1456 1398 981 702 906 1298
split_gain=25.3063 26.3628 27.6579 27.5627 34.0777 29.4366 24.7576 22.8574 22.0078 23.4417 26.8724 21.7751 22.7385 35.1531 21.4007 79.8351 25.2407 25.8078 25.164 28.1238 27.1876 32.0193 24.708 22.4465 27.5638 24.9297 24.3636 21.5762 22.7706 21.3593
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.29258408639884992 0.28191752204954684 0.66595742291584703 1.0000000180025095e-35 0.34291078408764419 1.0000000180025095e-35 -0.10282351827283918 1.0414283294476887 0.28271063087949944 -0.51777360960278751 2.6267512487368179 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 -0.92710518500779682 -0.93292365169008462 1.7379254808594176 0.29569707151996666 1.0000000180025095e-35 0.24204918951595961 0.78161905918100072 2.0994270724704638 -0.43607325317993073 2.0228832419914675 1.2204409827838658 -1.2208680631918687 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 7 -4 8 -6 10 -10 -3 -13 -14 15 -5 17 -16 20 22 -18 -22 -20 24 26 29 -19 -28 -29 -26
right_child=1 3 6 14 5 -7 -8 -9 9 -11 -12 12 13 -15 16 -17 18 23 19 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-5.3790749186436547e-05 1.9659111495520694e-05 1.7357437853155592e-05 -0.00024268951147623502 -8.5315379870717678e-05 7.1950602473633494e-06 0.0001591809352649797 -6.6785911111361655e-05 -5.9641759309607534e-05 0.00023337684947999078 1.0702616430772942e-05 -2.1725057341674252e-05 -0.00021524157377386094 -1.3453509177193699e-05 -0.00079134719406829417 -0.0002147718019080501 0.0002764515385356419 1.3996200328281823e-05 -6.1244419822673341e-05 -0.00012606156175652981 0.00023661295050771497 0.00013802544407242486 0.00060105596062257386 1.9324435392086259e-05 3.735208549246975e-05 -0.00039807154830554821 -0.00042401492477052319 0.00024147349246686408 0.0017287837773937551 -0.00034465154235818757 0.00025729086076080164
leaf_count=94059 13044 34694 10243 6833 18043 11077 14263 9542 7982 5881 2326 5028 12894 312 5525 4349 4316 53189 10265 1929 2223 851 14943 12657 423 1899 2055 21 504 561
internal_value=0 -0.00666759 -0.0711226 0.00121454 0.0272434 0.065246 -0.124773 0.0383951 0.0644429 0.119464 0.180002 -0.0141923 -0.080132 -0.0318104 -0.0216878 0.0678653 -0.0314039 -0.0538394 0.0193005 -0.0144942 0.128704 0.276624 -0.0356344 -0.043685 -0.0626245 -0.277319 -0.0517133 0.150576 -0.24812 0.00498884
internal_count=361931 267872 37550 230322 107779 54851 24506 43774 34232 16189 10308 52928 18234 13206 122543 11182 111361 76834 34527 27137 7390 3074 25208 71309 58652 2883 55769 2580 525 984
shrinkage=0.000980392


Tree=3410
num_leaves=31
num_cat=0
split_feature=888 21 1463 1316 911 1464 1461 1454 1468 1464 1452 1428 1457 1457 1450 1468 21 1470 1450 1458 1458 1450 1450 1453 1453 1456 1462 1464 1459 1463
split_gain=13.141 15.115 21.3094 22.9122 15.0873 14.8443 19.7908 21.7068 27.8757 34.0012 38.355 29.4798 27.0226 26.0288 38.8008 35.3253 39.704 31.4631 24.7568 23.9472 29.2663 25.6096 25.0973 23.6037 41.8823 30.4405 56.3736 27.55 33.5387 39.5126
threshold=1.0000000180025095e-35 1.189441983669046 0.22129606780172761 -0.54250968558071666 -0.085104313560020309 1.5993600128483978 4.3587965850032591 0.50933602050530713 1.0056208477415762 0.74657910936426475 0.34647097549241135 1.0000000180025095e-35 0.089361679694024934 -0.17133938114537597 1.6244443836513758 1.8034839195215984 -0.51252769393407926 0.14345258088892796 -0.4429405631277053 1.7240176626431569 2.2948189243438439 -0.37346915815988274 1.7997640778274977 1.3990727291183711 2.3708191026352732 0.9901232371825377 0.37407200465964635 0.38951608599244769 2.8964137943453236 0.75882227130447155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 6 7 23 11 10 13 19 -11 15 18 16 -10 -18 -15 -9 21 -21 -23 -1 25 -25 -27 28 29 -26
right_child=1 2 4 -5 -6 -7 -8 8 9 12 -12 -13 -14 14 -16 -17 17 -19 -20 20 -22 22 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.000212649079682594 -0.0033347447122667358 -0.0095873262192258391 -0.021273599402635013 0.01500159241912853 0.0065519781805530603 0.0028363398615941227 0.0082298153939283983 -0.0030835430577193929 -0.0060866617406178328 -0.035454160514443625 -0.0035205095199526124 -0.0087015121508197332 -0.00062652325039906154 0.016377464241497729 0.049768186092460864 0.0019868934740459531 0.029344183068752656 0.071407064736161777 -0.0091844129491686372 -0.0055489175736022547 -0.00029639595373191552 0.04472102374896697 0.0048533477974677317 0.0064496637990748111 -0.026556981939804949 0.052621260910455631 0.0048715903163834241 0.011488734419479309 0.031506875635363439 0.0033566324274825359
leaf_count=230196 42278 693 691 2110 426 19808 3058 27986 271 489 2994 12137 662 684 171 565 548 279 1272 335 2307 495 257 6549 1535 437 744 848 176 930
internal_value=0 -0.0493758 0.0851033 0.18844 -0.193402 -0.00194803 -0.00627022 -0.00839478 -0.050401 0.0701974 0.130333 -0.0734831 -0.281264 0.269421 0.107683 0.467744 0.694172 0.898302 0.00988821 -0.0386011 0.12774 0.415806 0.617611 0.00120172 0.0999199 0.188443 0.507334 -0.106212 -0.225125 -0.302121
internal_count=361931 46198 3920 2803 1117 315733 295925 292867 51452 7935 6784 43517 1151 3790 2127 1663 1098 827 1956 31380 3394 1087 752 241415 11219 7730 1181 3489 2641 2465
shrinkage=0.05


Tree=3411
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 730 783 934 514 603 660 727 647 590 710 691 1022 48 146 878 746 837 878 498 816 639 8 982 516 1388
split_gain=30.558 24.4909 25.0946 24.5232 21.7167 20.8576 28.3583 25.1424 24.9305 22.0666 23.8542 20.5329 20.4589 46.7026 20.0966 23.43 19.8774 20.8032 19.6744 19.3252 19.1164 21.6696 19.4944 22.8036 19.3093 19.0973 18.7237 18.6148 18.5192 21.6971
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.76029184741838574 -0.3266635670241857 1.0000000180025095e-35 1.8372674881307383 2.7503861831498626 2.630508148566769 0.66766320980544069 0.024157340759037613 1.0000000180025095e-35 1.9385201012130144 6.0906794990390116 0.11942102837874842 -1.298475463871557 1.7621802667917166 1.0000000180025095e-35 -1.1146441968703631
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 16 5 14 6 8 9 -4 10 -7 -1 13 -3 19 -16 17 18 20 27 22 -22 23 24 -2 -9 -12 -5 -8 -30
right_child=1 12 3 4 -6 7 28 25 -10 -11 26 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.5749663328134802e-05 -0.00012775349526674166 -5.9008958872475217e-05 3.6495856402291065e-05 0.00019215902542896342 0.00045952413931117989 0.00015970108325808049 -0.00016543355804162811 5.0643518507384113e-05 0.00039535012090229825 2.1416553704066147e-07 -0.00042151671905499939 9.848079558730279e-05 -6.9493815068184949e-05 0.00038581799914977924 -0.00043597087639508187 0.00015832798473264082 -5.9071718796855386e-06 -0.00022018876439959539 0.00029359731425778357 -0.00086846712597405513 -2.7999039587367263e-05 0.00046194672388106595 -2.5797165832130661e-05 0.00013917560014630037 0.00056898432681946713 -0.0003031040990772752 0.00060164958136434837 -0.00042103244602208114 -0.00033364002007187684 1.0131810847584726e-05
leaf_count=12551 35939 4821 6880 5184 894 2134 6979 2668 1041 1982 101 17008 93730 1384 642 573 103001 4653 765 76 902 650 42149 2093 139 1064 996 226 1167 9539
internal_value=0 -0.0252405 -0.0135702 0.0343366 0.142952 0.00865136 -0.024016 0.0984636 0.0853303 0.193506 0.294732 0.0488936 -0.0603804 0.0704444 0.103298 -0.152219 -0.0252545 -0.0539361 -0.0455089 0.155777 -0.0496462 0.178522 -0.0557971 -0.105647 -0.12433 -0.0410528 0.539183 0.170699 -0.0737656 -0.0193437
internal_count=361931 332372 232437 42146 7595 34551 25606 8945 7921 5213 3231 29559 99935 6205 6701 1215 190291 87290 82637 5486 81872 1552 80320 38171 36078 3732 1097 5410 17685 10706
shrinkage=0.000980392


Tree=3412
num_leaves=31
num_cat=0
split_feature=1426 194 1223 1229 1365 150 10 1392 1466 1466 1465 1455 1453 408 1313 761 705 1423 1149 1466 432 1262 632 1453 424 971 809 1462 691 1467
split_gain=13.1844 19.5846 19.5281 22.1667 27.1618 19.352 18.4674 18.2277 17.6665 27.8659 25.2689 23.7144 22.6759 19.5235 19.2055 18.0152 19.7727 17.5386 23.1281 22.2583 21.4436 23.0247 21.0264 19.3715 21.9945 22.2158 19.0308 19.0213 23.6389 21.283
threshold=1.0000000180025095e-35 3.4153224476252908 1.0000000180025095e-35 1.0000000180025095e-35 -0.42638832581415231 -0.51906793619709324 3.6307841116583299 2.5396946237798437 2.2763907064872897 2.3341844375848217 2.5436366063478233 0.59295168827627476 4.3161488702054323 1.0000000180025095e-35 -0.031425057562408251 2.5800928981126692 1.3612027609086828 1.0000000180025095e-35 -0.45171589405301432 1.5748972947834672 0.38267516914073435 4.2650547548666031 -1.5079525468303878 -0.14756540052680775 3.6859616910119501 -0.57413943873368101 5.5934645977843536 2.3537553707775403 -0.35275087940516608 -0.26660926016955555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 6 7 -6 15 13 11 -11 -13 14 -10 17 -17 19 22 26 21 23 -19 24 25 -20 -1 29 -29 -21
right_child=1 -3 -4 -5 5 -7 -8 -9 9 10 -12 12 -14 -15 -16 16 -18 18 20 27 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00057897434026661101 -0.01232004556811259 0.017631637147030563 -0.00017711932526040552 -0.0012402049228588034 -0.014079871857177337 -0.00034542338987887455 0.044290056192144184 0.022217773453830802 -0.043769582324284219 -0.0038392213576141465 0.017905844127694064 0.012242026763677392 -0.035633263398201782 0.070681994876761287 0.045780810673869965 0.0043773323425614942 0.027780647022517015 -0.017018901354108266 -0.015066219075515672 -0.014706524853261441 -0.012219456037147556 0.069012859327851547 0.0022682491084974714 0.0015462417905003668 0.089535529337184561 -0.0033594608652094933 -0.03609097641104736 0.0014358168758823752 -0.03846758943669884 0.0011672218752093451
leaf_count=167153 12620 564 70809 32710 5701 12652 87 298 49 4118 1235 2144 127 105 61 3192 506 1340 3825 1635 5567 53 15630 7270 35 8297 189 265 467 3227
internal_value=0 -0.026402 -0.0287384 -0.0640015 -0.125741 -0.0624547 -0.211774 -0.238371 0.00365585 0.103939 0.0810672 0.0253093 0.195889 0.825887 0.184905 -0.000449945 0.156767 -0.00322992 -0.049937 0.00604104 -0.096996 -0.0613771 0.023329 -0.0662322 -0.127047 -0.132735 0.0107846 -0.132807 -0.456923 -0.0802397
internal_count=361931 135441 134877 64068 31358 18738 6086 5999 226490 7839 7624 6389 2271 215 110 218651 3698 214953 42017 172936 25047 19480 16970 19427 12157 12122 167342 5594 732 4862
shrinkage=0.05


Tree=3413
num_leaves=31
num_cat=0
split_feature=1166 407 526 284 570 1177 785 1466 713 634 21 1469 821 1454 831 1470 21 878 15 912 208 982 632 823 1039 1455 1246 1463 629 1452
split_gain=25.6675 32.8473 27.3477 27.2607 26.2461 26.3185 26.2338 22.3341 22.1504 21.764 28.9918 38.7798 34.035 30.0617 26.8282 29.4721 25.3243 25.2326 24.912 24.2168 23.2444 23.8729 24.9367 21.6156 21.178 21.1706 21.0077 22.932 20.8193 20.6599
threshold=-0.94772631485393388 -1.2965003005540392 2.3757057381457001 2.2801252649837127 -0.66020926341496977 1.1288173896071474 -0.86283290253235112 -0.39115731296020156 1.0000000180025095e-35 -1.3822626304572669 -0.32341995197817647 -1.1256941366283033 -1.0305144854359449 -0.91909735138557946 0.76727020933387458 -1.1298860701531226 -1.2689586617576902 1.6473864309851525 -1.4967789739910022 1.806446067014692 2.0281345528622965 3.0854258727671673 0.2365398104376242 -0.277660549730326 -0.33772232622761411 1.7778406063357999 1.5681913042637934 3.2146045722163294 2.0349648798413038 -0.76841635434299438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 -2 -1 7 8 23 -3 24 11 -11 18 16 -12 -16 -14 -17 -13 20 21 -15 -23 25 -8 29 27 -9 -19 -6
right_child=1 2 -4 -5 5 -7 9 26 -10 10 14 12 13 19 15 17 -18 28 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.0514116824839941e-06 -9.2931254401530111e-05 -0.00015301496188528684 -0.00015512790052610588 0.00029551148321357108 0.00016430736488205866 -0.00018797444601163552 -1.5267584149978681e-05 -9.3002957049829498e-05 9.4180267125160244e-05 0.00016377684109568453 -3.4020436394135688e-05 0.00022751377999378133 -0.00076257822370745932 1.8713500412296597e-05 -0.00017521121017793998 8.951127499857692e-05 0.00035980006101223044 -6.0267351786502236e-05 -0.00017368712890783567 0.00028091064485850198 -0.00028640568159155635 -0.00034011609164195168 0.00095606667556566189 -0.00014464637665827408 -0.00025274784673445349 0.00036692002754011333 -0.00029602273864896822 0.00032543852721193367 -0.00062797366343178671 -2.9072809907492379e-05
leaf_count=28953 34528 1890 7769 862 4136 14698 5018 28577 20509 8690 99811 1011 128 34844 2404 20357 1799 1722 8117 1547 1331 118 221 6452 4414 843 3657 631 337 16557
internal_value=0 -0.00809901 0.000823817 -0.0816484 -0.0543209 -0.0808706 0.00467581 -0.059478 0.0755561 -0.00381676 0.000853476 0.0422077 0.0155917 0.0402249 -0.0178628 0.0439258 0.308387 0.0678971 -0.128037 0.0265728 0.0146504 0.024792 0.603491 -0.00506856 -0.12356 0.0313521 -0.103606 -0.0829843 -0.148355 0.0127429
internal_count=361931 257427 222037 35390 104504 75551 214268 60853 22399 191869 182437 57806 49116 39988 124631 24820 1927 22416 9128 38061 36514 35183 339 27988 9432 21536 32865 29208 2059 20693
shrinkage=0.000980392


Tree=3414
num_leaves=31
num_cat=0
split_feature=785 727 1454 1450 1116 590 287 1113 836 1243 1011 566 565 86 1380 1116 1189 1249 529 10 969 561 626 13 1080 280 401 609 158 415
split_gain=13.3582 14.4482 14.3688 17.364 17.1424 16.0123 16.4684 15.7049 15.6819 15.4682 15.4689 15.3 15.2473 15.8404 14.6122 15.6598 14.5058 18.4363 14.1687 14.1521 13.9564 13.9455 17.92 19.8736 18.8339 17.6031 16.959 19.6571 22.6552 17.5357
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.54601782800142706 0.88343564287383192 0.46545409975484781 0.58895901036483078 1.7827644798454763 2.0382996017445412 -1.1494152849959232 -0.75909248114683814 1.3326183996331451 -1.0250447682107648 -0.90471184694426932 0.3584170084184079 1.6870015517735528 1.0482136597462133 -0.74306940792619147 0.15120590238888079 1.4795591430507427 2.1596894146223344 0.22946844801278782 0.048699383522880162 1.7287267556628094 2.2243089509479392 2.2092738772757108 1.1929183031662667 1.6561475724042281 -0.93177752141597858 -1.0332331949925757 2.6072974811570933
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 12 8 -3 19 11 20 13 -6 18 -16 17 -12 -14 -4 -11 -2 24 25 26 -24 29 28 -28 -23
right_child=21 2 9 -5 5 -7 -8 -9 -10 10 16 -13 14 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00082051857807328077 4.0456516479004855e-05 -0.040855052904473506 0.017152255959810372 0.029991930279864243 -0.00045497747366167094 -0.013750448593978721 0.070581121805229394 -0.038885050183357264 -0.0032671857104306064 -0.022738025632893479 -0.084766571797322512 0.007044010123060454 0.017082129821290655 -0.073562114996127456 0.026690297276012648 -0.074517557036346327 -0.0050699287042918527 0.019557306841763523 -0.04814108648371565 -0.071442856943485872 0.013464648012195849 -0.0024120743574827875 0.0049620943644591645 0.042532008633825127 0.0058865613557245308 -0.012508810297100152 0.044560222345171013 0.005739728509924805 -0.015952801099318913 -0.014307906560437608
leaf_count=12551 198251 144 1876 222 117 414 45 180 2795 418 72 8486 1283 61 33 47 540 32 43 22 178 113464 6851 162 3495 1153 82 5101 1096 2717
internal_value=0 0.0382812 0.0819633 -0.0111493 -0.0367499 0.118913 0.214521 -0.140108 -0.10164 0.12786 0.0921356 0.115619 0.17431 -0.446454 0.248515 -0.68279 -0.254697 -1.04036 0.301582 0.320116 -0.224877 -0.011068 -0.0309791 0.0766868 -0.0385333 0.058911 -0.0443874 0.0636622 -0.220358 -0.0522965
internal_count=361931 29559 17008 5384 5162 2043 1629 3119 2939 11624 9726 9082 1584 178 1406 80 644 104 1326 1898 596 332372 134121 8166 125955 8004 122460 6279 1178 116181
shrinkage=0.05


Tree=3415
num_leaves=31
num_cat=0
split_feature=1100 984 1390 1146 417 221 797 626 347 565 976 832 632 1243 285 832 319 1454 1202 1454 1462 1462 1462 1176 1465 1458 1452 21 1358 1449
split_gain=12.8824 18.6018 17.4774 16.8427 16.6516 16.5651 19.2929 23.6 21.8904 19.6168 20.8718 19.5546 23.4965 20.7394 19.4276 18.6123 22.4256 21.8277 22.6995 20.0185 23.0466 37.5078 23.0443 21.0947 20.1059 25.1438 23.9237 25.6589 25.3187 23.3146
threshold=1.6293515030253838 0.89773723085465185 -1.5912157859820493 1.4355254717878594 -2.136598177121023 1.3426618058617994 1.0000000180025095e-35 0.75204561922964308 1.3700356617568372 -0.42779609326902757 -0.66523028451214683 -0.57105410432726844 1.6650323114263192 0.92964611001918052 -0.06854888709098543 -0.56337819308047454 2.3683501136148597 -0.2363894608792538 0.83873841153650286 0.50933602050530713 1.0525515758509212 1.1404215255430115 5.1927706197595649 -0.14776546907168694 0.54043294952030163 1.5460827014339922 -0.5285793083120659 1.189441983669046 5.0069696933757379 0.64252989808173544
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 15 9 8 11 14 -11 12 -8 -13 -7 16 -1 18 -17 22 24 23 -19 -22 25 26 28 -28 -21 -29
right_child=1 4 3 -5 -6 6 7 -9 -10 10 -12 13 -14 -15 -16 17 -18 19 -20 20 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0011108427668310736 0.016221271713038953 0.076994836110831133 -0.0025191916914808253 0.0081475879856718857 -0.0084836658157062921 -0.0054511600951851645 -0.0027072046959110891 -0.013054025596405425 -0.020485234988373995 0.00040935278620551083 0.0090652490133890738 0.003938510410447604 -0.051808175750869302 0.025972732586105968 0.0062839774291088973 -0.0014890444981310287 -0.01073986443704901 0.0018814226878358057 -0.0062330310018167915 -0.017070863679582542 0.0099475903952998754 0.0023273471732530066 -0.039174360511567724 0.079713582622790283 0.0007244402030394735 0.005811381182842793 -0.0072920790301039323 -0.00028169241820042188 0.073882724596127061 0.027493007817657102
leaf_count=94706 1009 59 34024 3101 10744 4327 2525 1732 533 4713 9992 3908 127 614 3040 77891 3049 49834 19502 3360 124 6943 174 107 9942 1967 11926 1479 31 448
internal_value=0 -0.0494265 -0.0227472 -0.0327649 -0.161493 -0.00157502 0.0454257 -0.0364728 0.0158564 0.0808491 0.125046 0.0474432 -0.0975844 0.136385 -0.0147618 -0.00757177 0.0171801 -0.0219986 -0.0472699 0.00423162 -0.0365806 0.0747069 0.0345884 0.98374 -0.0666282 -0.112302 -0.143991 -0.0991059 -0.318794 0.127188
internal_count=361931 48937 38134 37125 10803 312994 31511 9439 7707 22072 14705 7174 2652 4522 7367 281483 97755 183728 97393 86335 36327 7174 50008 231 29153 19211 17244 13853 3391 1927
shrinkage=0.05


Tree=3416
num_leaves=31
num_cat=0
split_feature=50 56 789 548 484 904 1122 1469 671 1357 787 729 519 382 565 692 894 1080 20 1030 858 294 1311 59 971 1106 417 705 1 1328
split_gain=12.8571 23.3697 16.0378 25.5085 21.9173 20.5175 20.926 20.0189 18.9131 18.1501 19.5313 19.3847 19.2513 23.8494 26.4077 27.3129 22.0362 25.9394 20.9921 21.0743 18.7598 18.6103 18.5405 25.5695 25.7057 21.5394 20.3886 23.1019 18.6714 19.1766
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.6327850790471963 2.1072456114007592 0.85417903464185263 0.034831700196190619 2.6156269077848826 0.66766422009387627 1.3962008022525787 1.4337814159034321 0.75637635299260908 2.1420547332082829 1.0000000180025095e-35 0.64301474988859064 -0.67444648293111609 0.96742979996179246 2.2092738772757108 -0.67542420118349644 -0.28833227140160522 1.0825608069246189 -0.64295132649600217 -1.1485552950989353 1.0000000180025095e-35 -0.75589951499313957 2.0680748894739414 1.2701388088351078 -0.69457864644205203 -1.0740325080679445 1.7490089859775102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 7 -5 -7 8 -4 11 22 12 16 14 15 -14 17 18 19 -2 -15 -22 -11 24 25 -24 28 -28 29 -26
right_child=2 -3 3 5 -6 6 -8 -9 -10 10 -12 -13 13 20 -16 -17 -18 -19 -20 -21 21 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0031645342549460084 0.0025003722797106998 -4.6117196453162846e-05 0.001021341835445985 0.0045022309716793909 -0.029584842045277795 0.052358039655504313 -0.0097620190402335251 -0.041882595830739611 -0.0058104982598251344 0.0075433888042310219 -0.02102559541253473 -0.0010060784807993956 -0.016707462662963739 0.0042355150027800388 0.030044452223983303 0.013213444481272429 -0.0015243450504040775 0.011270407640079371 0.00073272894567971703 0.010368354887520267 0.018379367458827026 -0.029879953098013619 -0.015907819002216054 -0.0089289626074757367 0.025095996727964649 0.047137828321242206 0.073256484375789396 0.013660564312185914 0.0016652373099493708 0.13640941929077569
leaf_count=74092 12841 90457 9120 1586 473 255 140 194 11366 2450 1031 49492 452 3248 808 2058 23696 3270 55142 6021 113 366 1446 7726 180 81 102 289 3413 23
internal_value=0 -0.022895 0.00575832 -0.0501901 -0.0708926 0.22218 0.708089 -0.0608828 -0.0546349 0.0131757 -0.0652188 0.0199608 0.0353606 0.142088 0.274392 0.163607 0.0274101 0.045436 0.0364847 0.0991768 0.0274853 -0.361463 -0.0449939 -0.0818032 0.0402456 -0.242618 0.135166 0.610534 0.0753342 0.773056
internal_count=361931 164549 197382 23134 21153 1981 395 20680 20486 174248 16741 157507 108015 7045 3318 2510 100970 77274 74004 18862 3727 479 15710 13260 5534 1527 4007 391 3616 203
shrinkage=0.05


Tree=3417
num_leaves=31
num_cat=0
split_feature=51 641 503 1118 911 352 842 1305 544 773 897 1185 980 1115 772 829 1466 1438 1117 1394 1455 1055 494 706 1193 221 212 613 220 60
split_gain=12.6959 15.3331 21.621 16.9383 15.3857 18.6165 18.4014 18.2036 18.2109 17.8682 16.4847 22.9632 16.6071 16.4485 16.5621 17.2349 15.6299 15.3848 21.4081 20.9493 20.915 19.7596 18.789 18.4884 18.3604 17.9374 17.7531 17.724 25.0892 22.2044
threshold=1.0111847875080273 2.7554258277759121 -1.2159959610051965 0.39108254745836341 1.3284833505957887 -1.2023781895496761 1.6086061913361787 -0.66537623572488702 1.0000000180025095e-35 1.1391032444617981 -0.13699031371252227 1.562775466767496 1.7989055305887349 -1.5640157252681888 -1.775844592042654 0.89695662573693047 1.6394897097726615 0.73556760293882195 -0.13808386000442488 1.9139315962027108 0.8703138515806228 2.7812809956315498 -1.6691613713514566 1.4946786953652607 -0.40134886184324464 -0.49684083199039836 2.0258282145520092 1.3156155531097407 -1.5104610323821304 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 17 13 7 8 9 -7 12 -12 16 -6 -15 -16 -9 20 21 25 23 -19 -21 -2 -23 27 -27 -20 -29 -30
right_child=1 2 -4 -5 5 6 -8 10 -10 -11 11 -13 -14 14 15 -17 -18 18 19 22 -22 24 -24 -25 -26 26 -28 28 29 -31
leaf_value=-9.8067046918003562e-06 -0.0040575109376322005 -0.0055093662411320656 -0.020686732162780788 0.13536815652908954 -0.054680323347647525 0.0050182802808567883 0.024061958482828671 0.011075973398103999 -0.030622882891865134 -0.04505010158707716 -0.012786093913061567 0.069116015137630507 0.046431292480321906 0.10780624461594401 0.036380664615407926 -0.03713283372305428 -0.038425124906908137 -0.0060193126025370504 0.012798174842896798 0.15327319772770456 0.0037398749680150507 0.097662046978634454 0.033608678581573827 -0.016676593389486728 -0.013492204137314582 -0.001754020693779054 0.055146029289494872 -0.047989354354405739 0.066890444605635035 0.24223288882334298
leaf_count=306947 31967 42 1411 20 41 769 471 1580 551 123 889 49 174 30 303 56 101 4255 1631 20 4849 58 145 2570 62 2563 86 44 102 22
internal_value=0 -0.041976 -0.334303 1.21534 -0.035691 0.0901108 0.0436012 -0.00968141 -0.234522 -0.0322109 0.105406 -0.160073 0.238853 0.550833 0.676394 0.525165 0.161102 -0.0506606 0.0457578 0.161136 -0.072515 -0.0917761 0.940937 -0.0963683 1.03039 0.124517 0.0015169 0.332628 1.22076 1.777
internal_count=361931 54984 1473 62 53511 5137 4707 4236 1443 892 2793 938 1855 430 389 359 1681 48374 8988 4613 39386 4375 165 34537 120 4448 2649 1799 168 124
shrinkage=0.05


Tree=3418
num_leaves=31
num_cat=0
split_feature=1469 1452 1456 152 3 1256 1468 1466 1452 1465 829 21 864 702 425 710 759 1453 1453 1459 1467 1449 1467 1466 1461 1451 1452 1465 1469 1465
split_gain=12.5062 30.3437 32.7453 22.6856 29.503 21.3477 21.3203 25.6626 26.282 24.3979 21.7327 22.4539 21.1299 20.6179 20.5325 20.0178 22.0538 19.792 26.7655 42.1944 27.6046 41.6639 32.9648 25.7846 24.9514 26.3418 23.0972 62.2059 52.2879 28.4662
threshold=-1.0588145806293296 0.039474337618497217 1.0000000180025095e-35 -0.18058243402951416 0.22145427361540565 -1.5427084609334123 1.5815342945870006 1.2962903438419942 0.21158045436466741 2.6851373032125321 0.82384444155777159 0.43301101584543472 -0.83718411225912115 1.7727234543656483 -1.8763665069523265 2.5579636957383234 -1.0450685763149439 1.8161469081802322 2.2885072527523254 2.6310845791442943 -0.20297357575682926 1.2624102624837521 -0.28049130630836877 3.0402983137343127 -0.21004840118973137 0.59897055457132509 1.4575342063660932 -0.28204833916885613 -0.84637363804435373 -0.23500880686833706
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 12 -5 7 14 9 -9 11 -8 -1 -14 -3 -4 -17 26 19 20 21 22 -19 -20 -22 -26 -2 28 -28 -29
right_child=17 2 15 5 -6 -7 10 8 -10 -11 -12 -13 13 -15 -16 16 -18 18 23 -21 24 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.02375186269452708 -0.00055487533266965975 -0.02636657855056912 0.009848442708900838 -0.024849138535647266 0.0019260179937973757 0.0026343228327436598 0.0029478176154706017 0.062154905807191685 0.0091181200152733611 -0.032044638612510272 -0.040306243030953579 -0.021512375202338094 -0.004815763962251563 -0.027251070872528566 0.0017526345304847606 -0.016896322086144663 0.051383703401342309 0.010611179180506468 -0.0030512804461383537 -0.020570610611784376 0.024267157517559867 -0.039973984489722572 -0.04957858821111602 0.019464744161337335 -0.01329491537064771 0.02786304204284672 0.005298392553372471 0.045773446886897405 -0.020149452038010145 0.0005774831202823577
leaf_count=1385 282141 404 5153 492 5422 13249 1509 178 2979 45 268 643 7236 581 11544 72 231 2246 7033 538 2164 282 177 595 686 284 1421 168 6090 6715
internal_value=0 0.0264251 0.0842644 -0.0238507 -0.0888401 0.0386787 0.0381423 0.0680157 0.235018 0.933647 -0.1553 -0.087641 -0.173465 -0.130862 0.019933 0.230576 0.742721 -0.0113631 0.0701439 0.175611 0.230928 0.063573 0.153206 -0.0196963 0.369831 0.0369537 -0.015818 -0.110492 -0.283634 0.0358813
internal_count=361931 51391 23026 28365 14624 13741 17570 15150 3202 223 2420 2152 9202 7817 11948 5456 303 310540 14005 6377 5839 2705 2423 7628 3134 970 296535 14394 7511 6883
shrinkage=0.05


Tree=3419
num_leaves=31
num_cat=0
split_feature=785 712 728 784 921 727 730 783 514 934 603 660 647 590 639 1022 48 146 878 746 837 1016 859 345 907 785 513 8 1467 1169
split_gain=28.5296 19.9069 18.8201 22.5562 24.1168 21.5285 21.4271 32.0753 27.0716 25.2114 21.5682 23.993 21.1001 49.0621 19.306 19.1423 20.4105 19.43 19.0971 18.9983 22.0246 19.4613 18.8016 18.7191 18.7245 18.6379 20.4374 18.4798 18.4775 18.3445
threshold=-0.86283290253235112 -0.63779424894106762 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 -0.87782724458594241 0.58895901036483078 0.11942102837874842 1.0000000180025095e-35 1.8372674881307383 2.7503861831498626 2.630508148566769 0.66766320980544069 0.024157340759037613 1.0000000180025095e-35 -0.98545034728205338 0.46293354690950167 0.49932493644430648 2.9970139449733542 1.0454229551509682 -1.298475463871557 2.6212945108504591 0.18848160436186537
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 6 -6 7 8 -5 10 11 -8 13 -4 23 16 17 19 22 21 -21 -2 -7 24 -11 -17 -27 -13 -23 -18
right_child=2 -3 12 4 5 18 9 -9 -10 14 -12 27 -14 -15 -16 25 29 -19 -20 20 -22 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00012446267937671308 -0.00010179078116640192 6.6168543091588906e-05 -5.3670755238935362e-05 3.9883903789875578e-05 -0.00011229736221200728 0.0004781119844592933 0.0001586449516394299 -7.7131043288427141e-05 0.00041502761988454912 -0.00015631533435164034 2.4494482489496674e-06 -0.0004167782934918862 -6.3117708225154858e-05 0.00040324663449349551 -0.00030510523014588121 -1.076379451002337e-05 -0.00010863995757667994 0.00029390978281178991 -0.00079058288905123916 -2.8353511022307896e-05 0.00046602341757765174 -3.3059719756534941e-05 0.0001536283526400612 0.00034919450750667768 0.00036744869519017635 5.4339586998813715e-05 0.00040717086150147144 0.00060196046901274858 0.00020830515799189468 -0.00045721214299020125
leaf_count=3225 38150 26334 4821 6880 1294 983 2134 17685 1041 1651 1982 101 93730 1384 1064 98491 2870 765 82 902 650 40777 5236 644 373 3634 876 996 1393 1783
internal_value=0 0.0489677 -0.0227941 -0.0125547 0.0329386 0.140859 0.00743385 -0.0257308 0.0908561 0.0985989 0.193959 0.294181 -0.0536832 0.0794715 -0.0412534 -0.0236494 -0.051846 -0.0434893 0.191187 -0.0476093 0.180051 -0.0537565 0.204869 0.0520583 -0.0560121 -0.00475341 0.134415 0.539865 -0.024352 -0.221271
internal_count=361931 29559 332372 232437 42146 7595 34551 25606 7921 8945 5213 3231 99935 6205 3732 190291 87290 82637 6301 81872 1552 80320 6219 2668 2024 103001 4510 1097 42170 4653
shrinkage=0.000980392


Tree=3420
num_leaves=31
num_cat=0
split_feature=545 1458 1458 1465 1455 1455 1449 1467 21 21 1449 1468 1455 1450 1457 1449 1457 1463 1466 1451 21 1464 544 1452 1452 1469 1452 839 1459 1457
split_gain=12.5631 17.6917 45.1133 47.0674 42.148 41.4261 38.7437 37.6475 31.1561 40.1218 37.7181 44.6827 44.1582 40.7291 32.5734 54.1751 32.6893 33.2858 32.4141 42.0657 30.3334 30.2614 39.4063 30.1105 31.3061 29.106 34.5681 31.1623 28.4364 28.0922
threshold=-1.0372938969678034 -0.71693843586677841 -0.6420356832362869 -0.041608313787303196 1.0000000180025095e-35 -0.078515617405996954 1.3275098554043667 -0.22023664855122008 1.0003342417131433 1.9458729514926574 -0.54720130736475425 0.056726595000534973 -0.049579283993073681 0.27262452905359075 -0.14268812268834211 -0.33812127112891666 0.27908675490004514 0.093599294775546141 0.10938426410252901 0.78031311377349299 3.2696271451839771 -0.36001609994561429 1.3187279471247144 0.30149987142069906 0.50143181815562798 1.9822381715593067 -0.35757239763098808 0.20766434934221731 -0.51431314994662358 -0.27093189812323831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 -3 25 8 10 23 12 14 13 -2 15 -12 17 -16 21 -20 -6 22 -13 -10 -25 -5 -27 28 -28 -17
right_child=1 2 -4 6 20 -7 -8 -9 9 -11 11 18 -14 -15 16 29 -18 -19 19 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0016152557302614237 0.0095708541922995063 -0.00043189562742717994 5.5157759385982977e-05 -0.024617823984116716 -0.018625588135727716 0.030638845943720031 0.041728949876879716 -0.00096871221684102912 0.012186589808528311 -0.0061389188409153288 -0.055253338556554787 -0.0081072462870421663 -0.00200346267392128 0.036890059611731661 0.0015553635790500828 -0.0033012151928515075 -0.003250263551245742 0.038117138830611658 0.058131321968288067 -0.027870850953421084 0.029531393198921604 0.017407974544470555 0.040499001773910047 0.054436359205568524 0.016985624648599835 -0.037743031056268972 0.086745330173886762 -0.018299388255797196 0.0097674799759947997 -0.026704792668199997
leaf_count=94059 1662 5305 206723 3297 2514 554 117 25917 1977 874 399 2010 1878 1082 750 4370 2950 506 286 88 134 1737 212 450 505 238 115 163 133 926
internal_value=0 0.00191358 -0.00679209 -0.14249 -0.047095 0.0572533 -0.355596 0.0414693 0.108236 0.281914 0.0676378 0.00800506 0.244245 0.416045 -0.0799435 -0.197399 0.0716443 0.371161 0.197762 0.78892 -0.299647 0.133097 -0.051002 0.400336 0.697203 -0.401066 0.0612845 0.433784 0.932858 -0.139495
internal_count=361931 267872 219293 12570 8507 5859 4063 48579 22662 3806 18856 14234 4622 2744 9901 5695 4206 1256 4333 374 2648 3959 2222 2932 955 3946 649 411 248 5296
shrinkage=0.05


Tree=3421
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 730 783 934 514 603 660 710 691 647 590 1002 494 209 639 345 8 356 770 622 107 29 10 1080 570 209
split_gain=23.1338 17.8367 21.7753 22.6711 21.1845 20.8876 31.995 26.578 25.7782 21.296 23.3525 19.9841 23.7177 19.2858 47.1689 19.2372 20.9079 20.8458 19.0324 19.1843 18.4126 18.2714 18.2075 18.5785 18.2018 18.1319 18.5176 18.0622 17.7987 20.9868
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.76029184741838574 -0.3266635670241857 -0.87782724458594241 0.58895901036483078 0.69854289147193727 0.9338414958155935 0.23696906566319156 0.089392437450782083 0.46293354690950167 -1.298475463871557 -0.43161067717539375 -0.93674546461137786 -0.0034216825924112183 1.0000000180025095e-35 0.82152675923177465 -0.43543206165028031 2.2092738772757108 0.10327219449165864 1.3315602333802148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 11 6 8 9 -4 10 -7 15 -13 14 -3 16 -5 -17 19 -9 -12 -16 -23 -24 -14 26 -10 -18 -11 -30
right_child=1 13 3 4 -6 7 -8 18 25 28 20 12 24 -15 21 17 27 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=4.2982757266122187e-05 -2.1337906071050961e-05 -5.4214871107870678e-05 4.292713263615607e-05 0.00026100311522585901 0.00045220935455841195 0.0001628127764981392 -7.5016277911238349e-05 -5.8103963636829826e-05 0.00023895060193096266 0.00013160002166427712 -0.00041652675356164794 -0.00044146555254439754 0.00038562533478209003 -5.9964936838600149e-05 2.4632865342689456e-05 -0.00045570183999481034 -0.00031303872694455817 0.00017813919493091888 -0.0002984583860620231 0.00035392555591757749 0.00060106973201467986 -0.00043606261600085148 0.00076415602090344206 1.9823443083140216e-05 -0.00046569465651619693 -0.00018631943968720996 0.00088065908143175706 0.00046672986504053127 -0.00053553569999917968 0.00072333860161776127
leaf_count=29559 190291 4821 6880 3890 894 2134 17685 1992 431 1401 101 642 406 93730 426 445 549 435 1105 635 996 85 693 180 167 225 385 167 504 77
internal_value=0 -0.0208258 -0.010859 0.0338373 0.138463 0.00910671 -0.0236338 0.0991292 0.0927868 0.197121 0.296719 0.0992843 -0.155759 -0.0509195 0.0763181 0.151737 0.206348 -0.132573 -0.0443738 0.0510548 0.539125 0.401381 0.554212 0.634871 0.160253 0.416872 0.557002 -0.129616 0.00674051 -0.355169
internal_count=361931 332372 232437 42146 7595 34551 25606 8945 7921 5213 3231 6701 1215 99935 6205 5486 4606 880 3732 2627 1097 1384 958 873 573 1041 816 716 1982 581
shrinkage=0.000980392


Tree=3422
num_leaves=31
num_cat=0
split_feature=785 519 268 785 728 869 921 783 791 858 927 691 996 1071 507 566 590 689 579 760 836 624 114 1381 858 813 620 892 602 347
split_gain=21.1107 18.0657 26.2034 30.79 24.9922 28.4392 29.0638 46.1723 25.5813 34.2531 27.3974 25.5795 24.5448 25.2844 24.2756 22.5302 22.5293 23.5003 22.5562 22.9916 22.4012 22.617 21.7594 21.1697 21.0283 20.966 20.8182 22.5172 20.6971 23.5597
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 0.58460966528228819 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 0.29073615932568342 1.0565563832172893 0.69084194168817237 0.65809631222906606 2.1059719136688364 0.58895901036483078 1.1511195098725142 1.0000000180025095e-35 -0.35315847874617967 2.4283205456421384 -1.4097550793351623 3.7888525678453377 -0.92523599040117721 1.0825608069246189 2.1641256470006294 1.1734518836084071 3.2157419873176414 1.0000000180025095e-35 1.7568295677752002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 12 14 6 8 -8 25 11 -11 20 13 28 22 -7 17 18 -16 -20 21 -10 26 -12 -9 -6 -2 -28 29 -3
right_child=1 2 -4 -5 5 15 7 24 9 10 23 -13 -14 -15 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.1106883890906413e-05 1.4269804395238715e-05 6.1959095337382202e-05 -6.2447656855622391e-05 0.00026762385796393859 -5.9842813390887034e-05 -8.3458509610229436e-05 -1.6909146519445934e-06 0.00027629061287957093 -0.00035919355105149935 6.1906095234528664e-05 -0.00027050317497409544 -0.0001360206773419614 -0.00021169652069261103 -0.00014260671041935608 0.00011364699436509505 0.00010906702091712021 -0.00014585344264770534 -0.00013021226159616757 0.00013575935607541332 0.00055523917187107674 0.0021749312264546135 2.6248604024196776e-05 -0.00095338278633425835 0.00040417392102660732 -0.00015161178404723454 0.0001012485063182651 -0.00015512390099088022 0.0004429798280816597 0.00024438436647202763 -0.0006983540218709149
leaf_count=29559 41820 3786 7713 3273 94773 82198 18652 4493 1300 9918 258 10118 1407 1724 5619 3066 1387 1323 1023 1179 21 20663 109 1808 566 3837 6382 341 3415 200
internal_value=0 -0.019852 0.0390449 0.0923074 -0.025013 -0.0360595 -0.0194195 0.0526317 -0.0326982 0.0151195 0.116736 -0.0281511 0.0382659 0.0780437 0.0163898 -0.0756805 0.109025 0.147511 0.18994 0.367516 0.014184 0.0116118 -0.00638006 0.336474 0.23232 -0.0535545 -0.00394195 -0.126079 0.13194 0.0276351
internal_count=361931 332372 21518 13805 310854 251671 166407 23711 142696 44086 11984 32102 10532 9125 59183 85264 10531 9144 7821 2202 21984 21963 48652 2066 5059 98610 48543 6723 7401 3986
shrinkage=0.000980392


Tree=3423
num_leaves=31
num_cat=0
split_feature=785 712 578 21 683 1467 1450 1450 1451 55 1464 1464 1457 1463 1458 1450 1455 1460 1458 1460 1460 1463 1451 1449 1458 1454 1462 21 1461 1455
split_gain=12.8093 14.0089 14.3938 13.9344 20.4523 20.5602 27.2383 55.1118 46.8027 45.4782 45.0523 83.5142 52.9049 40.52 35.6901 42.3786 35.6396 36.032 35.2157 42.2219 44.3425 35.0772 33.0241 31.8637 30.9894 74.424 42.3456 41.9371 39.0989 28.5338
threshold=-0.86283290253235112 -0.63779424894106762 -0.87905496296652397 -0.70163543588998201 -1.3831318875547542 -0.31819417591303473 -0.34557539116087493 -0.58141044870692282 0.4613173122914726 2.028461052144193 0.28596086599967491 0.38951608599244769 -0.097352447621244162 -0.098319110425498166 0.68465967500769709 -0.23049243316032988 0.17050930080231044 1.5771406547114004 0.63120342562971821 1.3228809068545828 0.74209976395475563 2.00503676632079 1.0127412325901599 -0.52348104485600955 0.30711741542581755 -0.2363894608792538 -0.066448183013664744 1.189441983669046 1.5692664354072514 0.066226667191485206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 7 8 16 14 12 -12 23 -14 18 -16 17 24 19 20 21 -8 -13 -9 25 28 27 -27 -6 -25
right_child=3 2 -4 4 5 -7 9 10 -10 -11 11 22 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.005494331369187512 0.00083665555512851169 0.0095205975111738866 0.0017417774005312873 -0.0037149988284928812 -0.0022124950997985363 -0.0015867835884833257 0.004606728476652432 -0.025145561837258426 0.012540139334415805 -0.01493812001491053 0.044650033326744325 -0.0004911018823777249 0.013218813053194309 -0.012180818889660166 0.022560496067574307 -0.0076666196153964391 -0.0079225889977220711 0.038668942806721403 0.041432298293284514 -0.0082350280430659173 0.019407647848833476 -0.019109532255595696 -0.049515155945247469 -0.0034097582445665091 -0.011969635484217107 -0.0061911490830932865 0.030565905042814635 0.065104434476517231 0.045890633805042186 -0.021613562407879774
leaf_count=3225 91008 3439 22895 40453 10279 108193 35635 3566 4080 2107 477 3284 1673 1520 586 5774 6263 287 246 3308 2324 830 231 3212 2017 1048 1597 86 182 2106
internal_value=0 0.0385414 0.0541664 -0.00981192 -0.0187239 -0.0103786 0.0147303 -0.0298289 0.0358759 0.0494183 -0.138569 0.067019 -0.213995 0.0287063 0.0626003 -0.0925846 -0.00941297 0.0507996 0.0866893 0.0809462 0.101905 0.081404 -0.0626389 -0.31655 0.0331707 0.074346 0.397228 0.0377072 -0.0217401 -0.202119
internal_count=361931 29559 26334 332372 241364 200911 92718 41908 25839 50810 16069 3992 12077 3193 48703 6360 21759 15496 42343 42097 38789 36465 3515 8884 15209 13192 2731 1134 10461 5318
shrinkage=0.05


Tree=3424
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 730 783 934 514 603 660 647 590 710 691 1022 48 146 1002 494 209 563 1441 8 1169 156 785 513 688 356
split_gain=24.4719 20.5326 21.858 23.7561 21.7206 21.4941 29.8181 26.1875 25.4204 21.2909 23.5893 20.6348 47.6724 20.3394 23.5582 19.7719 20.5272 19.5808 19.387 20.8606 20.6951 18.8392 18.4505 18.3687 18.2918 25.5167 18.2561 20.2942 18.3508 18.1701
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 -0.87782724458594241 0.58895901036483078 0.76029184741838574 -0.3266635670241857 1.0000000180025095e-35 1.8372674881307383 2.7503861831498626 0.69854289147193727 0.9338414958155935 0.23696906566319156 2.0405992520496379 1.7193014468115779 -1.298475463871557 0.18848160436186537 -1.1003691979828194 2.9970139449733542 1.0454229551509682 3.4596073120309021 -0.43161067717539375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 5 13 6 8 9 -4 10 -7 12 -3 18 -15 16 17 22 19 -5 -20 -9 -2 -12 25 -18 -17 28 -28 -14
right_child=1 11 3 4 -6 7 -8 21 -10 -11 23 -13 29 14 -16 26 24 -19 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.3949386070776452e-05 -3.6436760717788446e-05 -5.3511854034060868e-05 3.8216770854753864e-05 0.00026346703623800004 0.00045820912556268352 0.00016211355592395452 -7.4294333990417399e-05 -6.893939762223982e-05 0.00040130635423390418 6.573866266980334e-06 -0.00041453023279062757 -6.3251067004805209e-05 2.8602913335977979e-05 -0.00044115254097490332 0.00015564866186310012 -8.6825604449140516e-06 0.00177374818371205 0.00029654254798719106 -0.00045342734387347056 -0.00012422664475440475 0.00017808329229377102 0.00083104133632957197 -0.00019105965238762842 0.00060212842340063352 -0.00045628541034294161 -0.00013598245264668461 3.529996136102507e-05 0.00040689359450502412 0.0012856285399822863 0.0005462909669471898
leaf_count=29559 76185 4821 6880 3890 894 2134 17685 3635 1041 1982 101 93730 426 642 573 98491 42 765 445 716 435 97 5687 996 1783 2828 3595 876 39 958
internal_value=0 -0.0216739 -0.0109763 0.0338058 0.140905 0.00848982 -0.0247119 0.0998414 0.0876253 0.197094 0.296681 -0.0539371 0.0777344 0.101188 -0.156234 -0.0219013 -0.0505613 -0.0421798 0.154093 0.208928 -0.131294 -0.0427007 -0.0463163 0.540313 -0.220498 -0.110243 -0.00269281 0.135054 0.0563467 0.404771
internal_count=361931 332372 232437 42146 7595 34551 25606 8945 7921 5213 3231 99935 6205 6701 1215 190291 87290 82637 5486 4606 880 3732 81872 1097 4653 2870 103001 4510 3634 1384
shrinkage=0.000980392


Tree=3425
num_leaves=31
num_cat=0
split_feature=785 125 789 150 539 50 750 279 1249 713 638 1452 694 900 1470 1466 1470 1214 1469 1178 1365 650 1451 1395 1378 294 1465 154 813 1173
split_gain=23.42 20.8315 27.2379 30.9949 30.007 26.0169 30.6429 23.3464 21.5209 23.1651 31.8184 31.0565 30.7393 27.92 27.6157 24.4838 24.3322 22.8097 22.6267 22.4388 21.641 20.8463 20.5677 20.3984 20.2242 28.3015 22.787 22.6195 22.5473 21.7173
threshold=-0.86283290253235112 0.58518330826110332 1.1248358748350926 -0.2067416126907046 0.6695026854463163 0.55630078546380823 1.0000000180025095e-35 -1.1438953002515546 0.82844637517049058 1.0000000180025095e-35 0.74834373107320795 0.79547082264194502 1.4410699139383063 0.081690409880240483 1.3024667090820021 -0.081864550713907927 -1.3309395413702885 1.0000000180025095e-35 1.2111562318064311 2.8587217167753018 1.2196067961396484 2.1314615550283826 0.54872951183746299 -1.8525131635407031 0.80891129331221767 -0.78032622470695412 -0.52774419131799011 -0.15489933552323301 1.304868341751126 -0.50168384141616662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 7 -5 6 8 -3 9 11 13 12 21 19 18 -16 -12 23 20 -11 -13 -2 -18 -10 26 28 -8 -28 -26 -27
right_child=1 2 -4 4 -6 -7 24 -9 17 10 16 14 -14 -15 15 -17 22 -19 -20 -21 -22 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=4.203292438132142e-05 6.075886595242802e-05 -0.00017658009258416049 -9.2987869679317272e-05 -7.2581553048322911e-06 0.00012899561090391927 4.5040625038470235e-06 -0.00030364442562156013 6.9253927889415096e-07 0.00035766764910385497 -6.7829475814072202e-05 0.00031934788986521075 0.00013825154478649452 -9.3040654836449541e-05 2.433513323625299e-05 0.0013078972602755983 -0.0010057150130342019 -0.0001799153777017384 -0.00019205374210993581 -0.00091789473506800163 0.00029280402076484581 0.00066966044529683238 0.00051540556651107267 1.7684195353114668e-05 -6.4496522236897621e-05 0.00040689996100556181 -0.00045686336588128806 -0.00021860206189514583 -4.3956277741640204e-06 0.0019790510563433487 0.00011303241201141791
leaf_count=29559 9160 4760 10198 12217 16724 62515 8524 29181 725 49506 551 3145 10382 37931 139 36 18981 12552 149 1071 353 462 3819 20993 343 617 8104 7892 38 1304
internal_value=0 -0.0221569 0.00926374 0.0260577 0.0758676 -0.0332944 -0.0489187 -0.0203296 -0.0384463 -0.0255663 -0.0413579 0.0381336 0.00016173 -0.0216932 0.216913 1.03263 -0.129039 -0.0981226 0.174671 -0.0615146 0.2014 0.0858561 -0.144866 -0.051185 -0.142953 0.0734102 -0.17293 -0.112103 0.664298 -0.0528166
internal_count=361931 332372 73080 62882 28941 259292 196777 33941 169955 135685 111859 23826 20004 88508 3822 175 23351 34270 3647 50577 3498 9622 22800 21718 26822 2302 24520 15996 381 1921
shrinkage=0.000980392


Tree=3426
num_leaves=31
num_cat=0
split_feature=1166 407 457 284 570 1453 1177 705 513 376 1089 941 212 706 1466 1434 686 623 134 1465 1043 287 1468 823 1455 1246 1463 710 210 485
split_gain=24.1432 31.3892 27.1354 26.4469 26.3405 25.6192 25.4853 24.2011 26.3916 25.5738 23.6574 25.5904 29.6447 23.6071 22.7601 22.6252 22.6237 22.3054 24.0013 22.1772 21.7186 24.5658 21.6386 21.0048 20.8669 20.6356 22.7465 20.6228 22.5621 21.0967
threshold=-0.94772631485393388 -1.2965003005540392 2.3716694046974869 2.2801252649837127 -0.66020926341496977 -0.074792591002300263 1.1288173896071474 0.87723755459486374 1.0454229551509682 1.2189113891555967 1.0000000180025095e-35 0.85078777678020689 -0.92281229145947485 2.0258146145105322 -0.39115731296020156 1.0000000180025095e-35 1.0316162515473111 -0.017077223229180014 1.35321484427453 -0.54793628445649167 -0.5785941594023718 -0.095292276902261525 0.35527105212377691 -0.277660549730326 1.7778406063357999 1.5681913042637934 3.2146045722163294 1.9207401787728819 -0.3601783505141104 -0.11293039866284223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 -2 -1 -4 14 10 15 20 11 -3 -13 17 23 -9 -14 18 -12 -7 -10 -22 -21 24 -6 26 -16 28 -19 -29
right_child=1 2 5 -5 6 19 -8 8 9 -11 13 12 16 -15 25 -17 -18 27 -20 22 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=1.1960042622439224e-05 -8.8863517449724026e-05 -7.4743707500601913e-05 -0.00026675410204928814 0.00029404293903667091 1.5992624501784221e-05 -0.00034048448718272011 -0.00018289076851927538 6.2405993108252179e-05 0.00033159160694259672 0.00044616599565370688 -8.3652270223629637e-06 -0.00027515615846973791 0.00010335997351971201 0.00020696930243378092 -9.0322725012765108e-05 -3.8556236855909724e-05 -0.00017914624129216079 -5.418212521008107e-05 -0.00015139114902385631 3.9811477637066016e-05 0.00019962084037754028 -8.8966312098719713e-05 0.00067506503111879111 -0.00013912091224574673 0.00036812154859505654 -0.00029190795847661497 0.00032661544034215585 1.0615920341892995e-05 5.2589432220353679e-05 0.0003240046434408591
leaf_count=28953 34528 40171 5158 862 20693 823 14698 27923 1412 1150 46869 1516 9993 2985 28577 16170 1902 12971 7726 1436 2307 2738 418 6452 843 3657 631 1704 34663 2002
internal_value=0 -0.00563916 0.00309359 -0.0776623 -0.0505379 -0.154444 -0.077182 0.00696346 0.0475905 0.161357 -0.00674861 -0.0461779 0.035975 0.011724 -0.0561138 0.0264291 0.0697023 0.00637091 -0.0259682 0.0496186 0.110717 0.0456193 0.192794 -0.00109675 0.0348273 -0.100721 -0.0802712 0.0383925 0.0257541 0.189161
internal_count=361931 257427 222037 35390 104504 7835 75551 214202 51700 7607 162502 53582 13411 108920 60853 44093 11895 105935 54595 2677 6457 5045 1854 27988 21536 32865 29208 51340 47634 3706
shrinkage=0.000980392


Tree=3427
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 853 766 20 70 1148 140 745 569 486 930 12 1464 1469 761 1290 1456 500 283 531 1183 651 282 554 147 1090 1468 1458
split_gain=12.9731 27.2172 22.1609 18.228 17.0728 18.7824 18.314 19.1919 18.9231 25.0519 21.9708 18.4256 16.839 16.7866 21.4234 22.6581 21.9126 20.7762 24.8417 23.7263 21.1595 20.0458 20.2346 19.9337 19.9092 19.1733 19.1794 18.7615 18.7362 18.4969
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 1.0000000180025095e-35 -1.3601211277065837 -0.5488664643169856 -0.77459836764090895 3.073785392405322 2.1120705846388401 1.0000000180025095e-35 -0.55338178253672832 1.9547577258891509 2.1042721739608483 0.24305267423093083 -0.46204076373648789 1.6596426661524915 2.1397955264574215 1.0000000180025095e-35 0.48268798061829216 -1.1478885581931528 -1.1695131635762916 3.5907102508697473 2.8340976839082597 1.1107569744011787 -0.35075700836782969 1.9490656576491834 2.4877802818374826 4.5458590917015327 1.9784022788073294 -0.82108684835595114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 11 8 -8 10 -10 -6 -7 17 15 27 -17 18 -2 -19 -20 22 23 -21 -18 26 -22 -15 29 -16
right_child=13 -3 3 -5 5 12 7 -9 9 -11 -12 -13 -14 14 28 16 24 19 20 21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0029801812202374356 0.0012526037450070588 0.00011261118194228716 0.0131797973300438 -0.0016970860045694492 -0.015980124440066797 -0.0082031027349983784 -0.0011356973416498228 0.049829271222380012 0.066322191021883733 0.073365375861059637 -0.047259010158559614 0.041174648908621166 -0.028039398576182647 9.5758011128524697e-06 0.0091791798206498892 -0.015602753621181076 -0.037759952686787314 0.005009815262591733 0.009178451819182018 -0.0021046776113157911 -0.0067962558236147018 -0.02731974439566839 -0.030963754037213628 -0.010800455318879845 0.088942189296048177 0.011613846775527159 0.017296922196924799 0.066708473241843105 -0.0086747374219230868 0.0027458634626537867
leaf_count=5995 79411 89418 1050 28562 2293 26490 8759 96 44 133 109 96 1061 23365 6352 1846 25 4783 1551 28979 14043 624 407 4181 43 817 476 39 1467 29416
internal_value=0 -0.0225575 -0.06365 -0.0815398 -0.125174 -0.134765 -0.0383837 0.0206311 0.00276513 0.689873 -0.143899 -0.26131 -0.178374 0.00616591 0.0355324 -0.0149583 -0.260626 -0.00877533 0.00863566 -0.0558347 -0.0731204 -0.0780402 -0.0709006 -0.0646516 0.958014 -0.0997538 -0.120347 0.0031658 0.0684211 0.0783348
internal_count=361931 164106 74688 68693 40131 39081 11530 9141 9045 286 153 2389 27551 197825 62553 25318 1914 135272 96298 38974 16887 34191 33567 33160 68 15336 14519 23404 37235 35768
shrinkage=0.05


Tree=3428
num_leaves=31
num_cat=0
split_feature=785 125 1470 789 279 750 470 885 150 1469 1450 810 85 713 1452 1470 926 921 694 837 1166 1466 485 414 911 562 1469 16 692 119
split_gain=26.3205 21.0497 26.3919 26.1617 29.1736 25.5356 22.2924 23.0985 23.61 23.7488 26.0316 23.9006 22.1442 21.5207 37.5897 48.4372 29.9323 28.2417 28.6758 26.4695 24.4432 23.7048 23.0039 28.0589 25.2898 23.624 22.8241 22.7387 23.1519 22.7089
threshold=-0.86283290253235112 0.58518330826110332 -1.3664195657027294 1.1248358748350926 -1.1438953002515546 1.0000000180025095e-35 0.66595742291584703 4.1869290161081958 0.10558471081568423 1.6596426661524915 -0.67183755723879846 1.0000000180025095e-35 0.46504525215163234 1.0000000180025095e-35 0.79547082264194502 1.3024667090820021 1.0000000180025095e-35 0.62154522891879982 1.472293636309757 0.7451066522233053 1.0000000180025095e-35 -0.081864550713907927 1.239032229383253 -1.0002643899947308 -0.77147057823682896 0.47781714778957651 1.2111562318064311 -0.23674937828606454 1.140097395653042 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 13 -6 8 9 11 12 -8 -11 14 17 26 19 18 22 29 -19 -17 24 -24 -2 27 -16 -25 -29 -15
right_child=1 2 3 -5 6 -7 7 -9 -10 10 -12 -13 -14 16 15 21 -18 20 -20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=4.6087030171045933e-05 0.00021714795796574414 -0.00063136426878994769 -0.00012300561394982154 -8.8300375673338363e-05 -1.5955546201762698e-05 -0.00010350893827997028 2.6479635530294574e-06 -0.00071496957322821878 0.00014248632914569168 0.00038419178758169884 -0.00036428089877071316 0.00015393025241138223 -0.0006212176795739624 -4.2864688034322897e-05 0.00015140558739987938 0.0012326107494331463 -7.6363604620667769e-05 7.5291849225462592e-06 -5.5333085207251642e-05 -8.8550461198750588e-05 -0.00029765206582411024 -0.0010037942585391457 -0.00037217751135934572 0.00078739517508096815 -9.4704601121729569e-06 -9.5596268478457522e-05 -0.00074670889353878182 0.00038208103723017862 -0.00088800785855940706 3.1478393443979645e-05
leaf_count=29559 3272 295 6555 10162 20240 34220 13207 149 13292 435 1373 7244 128 39276 5753 214 73722 2571 14515 22903 2849 36 250 607 8614 345 220 473 73 49379
internal_value=0 -0.0219581 0.00964139 0.0122355 0.0287304 -0.0331556 0.0429016 0.073711 0.0772885 0.033946 -0.1989 0.0548023 0.176113 -0.0251285 0.0220036 0.175485 -0.0366758 -0.00947094 0.0191357 -0.0138097 -0.162363 1.06373 0.0888919 0.3089 0.051927 0.409056 0.134304 0.540345 0.233628 0.00312595
internal_count=361931 332372 73080 72785 62623 259292 56068 35828 35679 22387 1936 20451 563 225072 39792 6223 185280 33569 28149 111558 5420 250 13634 1748 11886 1498 5973 1153 546 88655
shrinkage=0.000980392


Tree=3429
num_leaves=31
num_cat=0
split_feature=1166 407 284 570 1177 785 634 1286 754 1466 870 360 702 1158 958 1470 1452 1465 1452 706 1452 416 705 188 678 123 829 1466 278 823
split_gain=29.2387 32.7068 26.9512 26.4269 26.2795 26.013 24.5997 24.2147 27.5752 22.5177 21.7826 27.8846 28.8261 22.3041 25.6065 33.0208 39.0857 31.5305 31.4557 29.4795 28.1421 24.9219 24.4528 23.8742 22.5121 22.4123 22.2518 22.0292 21.9582 21.7279
threshold=-0.94772631485393388 -1.2965003005540392 2.2801252649837127 -0.66020926341496977 1.1288173896071474 -0.86283290253235112 -1.3822626304572669 0.78161905918100072 2.7568525871935359 -0.39115731296020156 1.4311114217578251 1.9693832147373518 -0.71254766775237288 1.0000000180025095e-35 1.0000000180025095e-35 1.5665957791123966 -0.019475121477309683 -0.13762826918422091 -0.63504016340352343 1.3996787748677326 1.0213635525437439 0.6552546734173702 0.71877107111157812 0.56595263301418985 1.0000000180025095e-35 -0.42820380618892773 0.82384444155777159 -0.035273251782798838 0.35454538470260472 -0.277660549730326
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 9 -3 -7 10 -9 29 13 12 -12 22 17 19 -17 18 -15 20 28 -21 26 24 -19 -23 -8 -18 -16 -5
right_child=1 5 -4 4 -6 6 7 8 -10 -11 11 -13 -14 14 15 16 27 23 -20 21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.4772789355006358e-06 -9.2409821688657588e-05 6.9608459619296441e-05 0.00029354123920569152 2.8153163201274878e-05 -0.00019060379656692873 -0.00012628740259851631 -5.6008612367369598e-05 5.6285584596245558e-05 -0.00026245661284444961 -0.00010454869538980133 0.0002379731210606555 -0.00062886215543021514 -0.00011425084174091671 5.5552286997629478e-05 -5.6950273181730907e-05 0.00013739975753141102 0.00084636009608900936 -0.000118645548269569 -9.4877899939737456e-05 0.00015719357473382552 0.00021451281679523549 0.0012581651922464344 2.6053566542965457e-05 0.00015581243688632697 4.8025762209245991e-05 0.00031275953426032491 -0.00021724765894370112 -0.00051803710592641494 8.8569125539800193e-05 -0.0001475302554750534
leaf_count=28953 34528 22834 862 21536 14698 10542 26766 36095 1841 32865 1306 515 12305 8379 14241 2010 563 5693 26057 1512 2992 199 14115 5542 14875 277 5775 80 7523 6452
internal_value=0 -0.00781369 -0.0811871 -0.0571165 -0.0837335 0.00109311 -0.00724458 -0.00216977 0.0465253 -0.0623735 -0.0151615 -0.101435 -0.0820817 -0.00680524 0.0132859 0.0675577 0.301933 -0.012381 -0.0570884 0.0436875 0.0236193 0.317917 -0.0471058 0.0441298 0.00640304 0.750892 -0.0833201 0.744762 -0.00526664 -0.00777905
internal_count=361931 257427 35390 104504 75551 222037 199203 188661 37936 60853 150725 14126 13611 136599 89943 29397 2653 60546 34436 26744 24756 1988 46656 26110 20568 476 32541 643 21764 27988
shrinkage=0.000980392


Tree=3430
num_leaves=31
num_cat=0
split_feature=1097 407 1457 1102 1463 1467 332 119 789 1470 981 705 568 1375 1469 1449 982 1154 845 917 697 1458 1465 1455 1457 1458 1453 415 639 317
split_gain=26.0233 30.5346 26.1911 25.5698 22.8654 27.0973 22.5616 45.3193 30.7684 35.2885 29.9078 25.5607 29.0299 27.5863 23.6631 23.1409 22.986 22.7178 22.1395 21.9331 22.002 21.8944 34.0031 21.8509 25.7348 21.7805 47.3612 24.985 24.0541 21.5425
threshold=-0.64966988391888181 -1.2965003005540392 1.2916200332612386 1.0000000180025095e-35 1.3753271246929319 4.5114904631235966 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -1.3664195657027294 1.469577105443127 0.90721770011872871 0.091666786449547108 1.9058216595195987 -0.62606451240067507 0.74561756370782817 -2.0853290453618007 1.0000000180025095e-35 2.5665016583305249 4.3127385003387806 -1.5082748187861761 -0.23097911365038068 -0.4704356069848657 1.7778406063357999 2.6377270431544337 -0.044292346489848138 0.68513365787920644 0.07029828811051185 -0.6425544664183972 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 3 4 5 21 7 15 9 -8 19 12 16 -13 -9 17 -11 18 -3 20 -10 22 -1 -4 -25 26 -23 -28 -29 -2
right_child=1 6 23 -5 -6 -7 8 14 10 11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 25 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.00024057851028094133 -1.5436188862966989e-05 -0.00017236193046942883 1.16823645788508e-05 1.8871668226728826e-05 5.2703366252234046e-05 0.00063191678261606109 -0.00037686857413056946 7.9107730623768083e-05 0.00037268351056522021 0.00080318592558267386 0.00013955771202467355 0.00011331866950864435 6.5002905049625086e-05 -0.0002618602809908359 -1.7852659699789382e-05 4.001852795910245e-05 -2.3501439151061091e-05 -4.4913870947730916e-05 0.00067365324973520937 0.00097668326886052206 -0.00012257734989717776 -3.0167001791370527e-05 -8.6324862107932577e-05 0.00054935831435468595 -3.7384064468363055e-05 -8.744883099087772e-05 0.00065614531330883451 0.00079803156704844915 -0.00041913076122696577 -0.0001465310249982718
leaf_count=16811 14610 25755 10898 15060 6802 220 833 16678 361 152 2385 21584 31749 1078 34426 6892 37701 16303 261 71 13639 8273 28416 765 554 31553 886 122 354 16739
internal_value=0 -0.00732851 -0.0514951 -0.0652098 -0.0836731 -0.096038 0.001235 -0.0255848 0.0210515 0.0359065 -0.0637911 0.0399477 0.0196054 0.101011 0.0158623 -0.0862024 -0.0206693 -0.111074 -0.167901 -0.103677 -0.110219 -0.0990018 -0.141283 0.0512556 0.305041 -0.0568874 0.0525439 0.457376 -0.034624 -0.0827599
internal_count=361931 241217 120714 108497 93437 86635 209868 100315 109553 93097 16456 92264 69602 22662 51104 49211 37853 42319 26016 14071 14000 86415 45227 12217 1319 41188 9635 1362 476 31349
shrinkage=0.000980392


Tree=3431
num_leaves=31
num_cat=0
split_feature=1166 407 284 457 1453 1358 1255 363 338 1449 830 693 332 188 789 981 1470 1454 1454 1002 566 648 566 529 1449 1466 830 769 710 1452
split_gain=24.8596 31.6424 26.6572 24.9442 25.612 24.7478 28.2611 25.057 24.7284 30.754 25.4951 23.8911 25.3161 42.5617 28.9204 30.3306 27.91 26.2849 27.9373 26.1748 29.9899 26.9147 27.7906 25.5721 25.1747 24.5939 29.4854 24.2182 23.1869 24.9443
threshold=-0.94772631485393388 -1.2965003005540392 2.2801252649837127 2.3716694046974869 -0.074792591002300263 1.0000000180025095e-35 -0.39049558156430791 -0.61158780864960494 -1.2877342338965787 0.16831065019010841 0.54691110536481435 -1.550609338685208 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.7060327193526743 -1.3664195657027294 -0.91909735138557946 -0.95790485680940063 0.69854289147193727 2.1710320005650359 -0.46781562300973167 0.80477017574484588 1.0000000180025095e-35 -0.075572632224640987 0.51364500316626394 2.043030077596129 -0.47020565141826276 2.3562736834877938 1.1844650239005572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 11 -5 6 -1 -7 10 -10 -9 27 13 28 16 -16 -14 18 -15 20 -18 -21 -23 -24 -20 26 -19 -3 -13 -30
right_child=1 3 -4 4 -6 7 -8 8 9 -11 -12 12 14 17 15 -17 19 25 24 21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00016882595549209235 -8.9180270132499238e-05 1.5445975400245073e-05 0.00029530989113525771 -0.00026073759444549991 5.5083664596655826e-05 6.8503577506036229e-05 -4.6283323070960735e-05 -3.2994420149507256e-05 -0.00016483363074320511 3.2653774846658943e-05 0.00022457226295761532 -8.5289176784947781e-05 -0.00032287753521789795 -2.4254197570684463e-06 -8.2559678202009709e-05 0.0001890825936329331 5.2734418307999398e-05 -2.2155312323595789e-05 0.00079937835164784192 0.0001290206834339631 0.00020821395027377523 -1.5233861263982124e-05 -0.00034402611499235758 9.3364044861568869e-05 4.270142444901533e-06 0.00011419225525526393 0.00025739687708675426 -0.00026426046043583333 0.00010870086909125453 0.001088853618076364
leaf_count=19776 34528 2949 862 5158 2677 16349 31415 10263 16045 7220 3436 47515 820 850 14612 1781 71035 38396 531 3548 5513 8114 2403 728 275 8453 1678 3616 1259 126
internal_value=0 -0.00562007 -0.0779359 0.00314379 -0.148133 -0.051177 -0.09006 -0.0107885 -0.0509766 -0.100702 0.0454145 0.00684662 0.0107836 -0.0177255 0.031789 -0.0501232 0.0462942 0.0226501 0.293897 0.0498873 0.0657362 -0.0307423 -0.0800138 -0.246991 0.566623 0.0135352 -0.0096925 -0.132763 -0.0765041 0.226146
internal_count=361931 257427 35390 222037 7835 104504 51191 53313 36964 23265 13699 214202 207637 99083 108554 16393 92161 50183 1656 91341 76548 14793 11245 3131 806 48527 40074 6565 48900 1385
shrinkage=0.000980392


Tree=3432
num_leaves=31
num_cat=0
split_feature=1166 1358 1255 363 338 1449 830 278 149 1380 1317 703 986 323 70 768 710 629 1452 839 1175 921 990 785 1134 904 910 500 694 74
split_gain=13.3581 26.1665 26.6809 24.9627 26.4781 29.6576 24.9947 22.6772 21.9675 21.3361 20.8393 20.7132 22.3502 20.5498 23.9466 20.4081 20.1168 41.3757 31.9802 27.2588 26.344 24.7579 31.2866 29.495 27.6945 23.2991 22.7758 27.7398 21.9615 19.8893
threshold=-0.94772631485393388 1.0000000180025095e-35 -0.39049558156430791 -0.61158780864960494 -1.2877342338965787 0.16831065019010841 0.54691110536481435 -1.4128374904562462 1.2098082936367018 0.67032289032094161 -1.5491644039617887 -1.5610358635380586 -0.72236542271953108 0.52426357255304767 -0.34964921484415096 -0.15159040548336014 1.9207401787728819 1.0238433671110341 0.62995620057108082 2.1643018672665013 -0.18297381979392172 1.0525743831388839 0.65656536832909496 -0.86283290253235112 1.0445639817206116 0.65352276529219766 -0.62939844665486011 2.8893316073279185 1.2342127532274445 -1.410131151854465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 6 -6 9 -2 10 -5 -3 12 -9 14 -8 -7 21 18 26 20 25 23 -23 -13 -24 -20 28 29 -18 -28
right_child=7 3 -4 4 5 15 13 11 -10 -11 -12 16 -14 -15 -16 -17 17 -19 19 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0076271146737745257 -0.0055828190527007736 -0.01330206269836832 -0.0015106191567283891 -0.0040383390725528207 -0.0074501241887987013 0.0087872708768941803 -0.0051782575434043869 0.0020803280488018677 -0.0092438512120977725 0.011867351525064915 0.0073016251355068791 0.0036277321827430211 -0.011075543160176962 0.033272712443220748 0.018721290045445808 -0.0047166958032058282 0.025788635302630886 -0.010992797989958608 -0.0077961821982006256 0.054541428513837531 0.02292143009805659 0.0011852460609156107 0.01221187134392298 -0.00079159619768617265 -0.011435772033478843 0.028585129790413673 0.029130392625388281 0.052070061579944739 0.0057420963295783762 -0.0017915795540446575
leaf_count=19776 11674 902 31415 8012 16045 3624 1239 3033 1753 2251 13694 20593 5094 607 1590 3596 825 1932 897 165 1439 21773 5719 173199 660 256 266 109 2559 7234
internal_value=0 -0.0318225 -0.0720589 0.010031 -0.0304135 -0.0822107 0.0702043 0.00179012 0.0910726 -0.00889309 0.12247 0.0058319 -0.116459 0.253226 0.157546 0.0501808 0.00937864 0.0855852 0.12761 0.331258 0.272054 0.00369064 0.064394 -0.0057534 0.196642 0.0206875 0.0721892 0.00384087 0.221797 -0.0136461
internal_count=361931 104504 51191 53313 36964 23265 13699 257427 16349 10263 14596 245753 8127 3436 2829 7220 237626 15682 13750 2757 2592 221944 28152 193792 6379 1153 10993 7609 3384 7500
shrinkage=0.05


Tree=3433
num_leaves=31
num_cat=0
split_feature=1371 491 1394 1361 558 1463 652 590 21 1260 1454 46 557 54 1454 1175 1466 1327 10 1461 148 484 352 1049 909 302 1397 553 773 1245
split_gain=13.1565 15.4427 17.466 19.8774 20.2607 16.6785 15.0079 19.6162 17.8275 22.9206 27.3186 18.3217 19.5066 21.8719 21.2784 21.2363 21.8717 24.7738 20.1999 20.5796 19.6756 19.1554 27.9084 21.1419 22.7314 20.9133 20.5169 18.4648 18.4296 19.9409
threshold=1.0000000180025095e-35 -1.6246187494653443 1.7121351048917701 0.55035703183932794 -0.032616287440245507 2.6396021850784357 -0.98896428961744431 -0.67541201360492764 -1.6471741456694959 -0.42087013571262283 -0.2363894608792538 1.0000000180025095e-35 1.6754309199775992 -0.42445565733332025 -0.17470481038223243 -1.3563116633744772 -0.18757875198010099 -0.34146955534049456 -0.69573299999981308 0.057675449774253526 -1.6630785343811565 0.15553646991596595 1.9556612063203007 0.69287648667790058 2.1724709440816965 1.0000000180025095e-35 2.6823563650969833 -0.3589085125903887 1.0697711959540106 -0.011355021265920657
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 -4 -2 7 -1 9 -8 -11 12 13 28 15 16 17 -15 19 -17 -16 23 25 -13 27 -23 -24 -25 -10 -30
right_child=1 -3 3 -5 -6 -7 8 -9 11 10 -12 21 -14 14 20 18 -18 -19 -20 -21 -22 22 26 24 -26 -27 -28 -29 29 -31
leaf_value=0.0075125139682821326 -0.021160140333006082 -0.0018832572686716292 0.12817012896827792 -0.048311343409390882 -0.020895831476319522 0.044137406114777539 0.016560115775874733 0.00085831684140121099 -0.000284884253668715 -0.017693776025581778 0.0090558161425335505 -0.0019551656090154627 -0.0043267398810605956 0.013494898691956067 -0.041250728907375966 0.0065067521791629616 -0.027952670380112218 -0.021156317955843017 -0.00088114520465700256 -0.0045060312231409456 0.0035947613542474627 -0.0013347189114037892 -0.024855553883154691 0.0061713844721116512 0.0250506223511908 -0.0085884724796836866 0.068087563851973107 -0.002356095041097159 -0.011814902139708996 -0.0014513639608245412
leaf_count=6668 2276 45831 47 46 37 80 1931 33061 54428 1215 1587 51449 11715 774 157 10468 955 701 38262 2791 41175 19115 1797 6958 540 11141 40 6734 4235 5717
internal_value=0 -0.0462982 -0.295293 0.760428 1.54286 -0.364016 -0.000921486 0.0394047 -0.00736235 0.144364 -0.0165122 -0.00972061 0.00374401 0.0102862 0.0319825 0.00117011 -0.243633 -0.0411143 0.00972456 0.0851089 0.0692697 -0.0374559 -0.0909208 -0.0151106 0.0628159 -0.074194 -0.443963 0.0433284 -0.0224486 -0.112077
internal_count=361931 48317 2486 130 84 2356 313614 39729 273885 4733 2802 269152 171378 159663 95283 53951 2430 1475 51521 13259 41332 97774 32093 65681 14232 30256 1837 13692 64380 9952
shrinkage=0.05


Tree=3434
num_leaves=31
num_cat=0
split_feature=470 464 115 43 1454 1454 1325 471 1453 1243 1465 1193 760 838 458 688 1449 1468 1459 775 702 1460 77 1329 81 1404 499 917 828 917
split_gain=13.2112 22.9482 17.7936 17.2045 23.1343 18.8391 21.9724 22.5852 21.3969 30.0168 35.1235 19.814 23.1174 19.5586 18.5343 18.3143 18.1113 18.7272 21.4945 17.9158 18.1383 17.4248 17.328 20.1501 18.8418 19.0984 17.0052 23.3517 20.8146 18.16
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3947035982071894 1.0000000180025095e-35 -0.80169152520006459 -0.69044516733179628 0.20331014818784024 1.0043670984357114 0.77357527010691274 -0.36818077022877843 0.10916358337760808 2.332215733324186 -0.30715142425645614 -0.50603044400134911 3.1110272050832855 1.3600911002461931 -0.27114888714012447 1.0056208477415762 -0.25876500326677015 0.21382537356717463 0.80622912909752886 1.8377551471840754 0.078749892688367559 0.19717784957283427 -0.52853455807033334 0.65285847721747547 -0.28118619000914907 -0.90038460397857845 -1.0033177118676213 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 16 6 7 8 11 -10 -11 13 -13 26 -7 -15 17 22 -19 20 -20 -18 -1 24 -24 -26 28 -28 -5 -30
right_child=-2 -3 -4 5 -6 14 -8 -9 9 10 -12 12 -14 15 -16 -17 21 18 19 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.013055038109547272 0.00031462108889221163 -2.3613601055828311e-06 -0.010721297713176578 -0.056010889687096055 -0.00057655733442049531 -0.011410497646911277 -0.014355003431441372 -0.0226014024353745 -0.022817819544540666 0.080424118994806976 0.31726826899296223 0.2405960279875588 0.018002213694703811 -0.0058236330636094753 0.031041239653153682 0.093483043364248605 -0.01980426639996569 -0.050442372964763366 0.054535370804888454 0.00082771107137647642 0.17691924162799821 0.041608136261473305 -0.022938945238265816 -0.027059331567657254 0.035816229727334017 -0.018665043203857253 0.10444983923733762 -0.014118046367043344 0.049825708630817873 0.14393911692218225
leaf_count=2684 191352 89765 8797 53 49499 11447 1180 312 42 52 25 27 39 1166 135 34 3258 72 89 78 21 61 219 335 583 138 34 235 132 67
internal_value=0 -0.0226847 -0.0605649 -0.0490123 -0.030522 -0.14894 0.068191 0.265495 0.421684 1.65021 2.7414 0.316449 2.33174 0.251954 -0.208617 -0.0152313 -0.185558 -0.0613131 0.625192 0.982785 1.59715 -0.355564 -0.116378 0.144698 0.32432 0.509954 0.747514 0.183644 1.33034 1.66416
internal_count=361931 170579 80814 72017 57037 14980 3398 2218 1906 119 77 1787 66 1721 11582 1200 7538 4219 260 188 110 3319 3959 1275 940 721 521 269 252 199
shrinkage=0.05


Tree=3435
num_leaves=31
num_cat=0
split_feature=728 1020 706 974 562 572 1400 1115 777 599 214 829 279 279 18 68 144 1294 139 942 639 1034 1101 82 844 208 986 986 358 667
split_gain=12.9158 15.4601 16.6867 20.3608 17.8919 18.7719 16.6763 19.5551 19.3542 19.3481 30.598 17.6056 17.9574 18.3704 17.7546 16.9421 17.2432 16.7348 18.3125 26.0923 23.1664 17.1592 16.535 17.1852 19.6872 17.1886 17.0862 16.5782 19.3859 16.2759
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.0258146145105322 0.66264601578696347 -1.3062385695302667 0.58424378195283344 -0.83730841025551084 1.6325824866009084 -0.46049336305159588 1.4636847626011269 2.3213228268886947 -0.87697584303108422 -0.45713797643079224 0.35889131422681947 0.96372854793908636 0.096287335220077874 -0.64046714740125299 1.0000000180025095e-35 1.2968365391336458 0.44633743931240322 -0.40983288672665813 1.0000000180025095e-35 -0.37478473001060308 0.87553433923391444 -2.1122983648679905 -0.75266625435303636 -0.80582081135973904 0.94256958065261764 1.071276992215944 1.473346372007182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 22 7 29 -9 -8 11 12 -11 14 -14 17 -17 18 -13 20 -20 -22 23 24 -6 -26 -25 -27 -29 -2
right_child=1 2 3 -5 5 -7 9 8 -10 10 -12 15 13 -15 -16 16 -18 -19 19 -21 21 -23 -24 26 25 27 -28 28 -30 -31
leaf_value=0.00014591333501264283 0.0022496901376237656 -0.00087628373621907512 -0.019050510444396835 -0.011597098797196783 -0.060327856199350209 -0.0088462633207535921 -0.0054701667133700725 -0.0022770849774311173 0.05157489300693046 -0.0080888084792014731 0.076154828135649388 0.010651283029238158 0.10612029436333421 0.0057903105405931942 -0.036944463144068879 0.014388783326173278 -0.024163343428586712 -0.019052576091115041 0.025022865026525506 -0.049621662961769467 0.25801662955243704 0.084843788750589705 0.0067671083093733229 0.049965994610802075 -0.0029490871556307249 0.041512620513226295 -0.026978061744942175 -0.015989948075308302 0.091976131022867946 -0.021512759823008262
leaf_count=252841 6467 56617 345 777 39 619 36938 220 233 125 88 1035 81 70 21 267 737 355 35 24 25 22 1578 49 214 942 174 185 22 786
internal_value=0 -0.0293641 -0.00539802 0.128226 0.194207 0.237162 -0.068046 0.0433554 0.563348 -0.0915105 0.113688 0.0623224 0.634318 1.10882 1.72993 -0.0131564 -0.274506 0.166789 0.309964 1.42679 2.22518 3.5476 0.304441 0.473139 0.567973 0.612014 -0.15139 0.716227 0.0328794 0.00947453
internal_count=361931 109090 61561 4944 4167 3822 47529 7706 453 39823 2885 2797 297 172 102 2500 1004 1496 1141 106 82 47 3203 1625 1402 1363 223 1149 207 7253
shrinkage=0.05


Tree=3436
num_leaves=31
num_cat=0
split_feature=545 959 1094 785 652 566 1361 1216 560 450 132 831 710 641 837 705 976 1457 1327 1122 131 51 73 652 602 910 1328 1121 294 1262
split_gain=28.1465 30.3404 28.2297 26.6489 28.725 37.6876 25.4393 25.2233 25.1892 23.6216 24.6531 22.8478 22.9985 21.6813 21.3532 26.6071 22.0276 20.5655 20.3449 20.1219 31.2599 20.1195 20.5196 20.2372 20.594 26.788 27.8126 20.1206 20.0046 19.9733
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.86283290253235112 -0.55024281929118113 2.1710320005650359 1.0000000180025095e-35 2.3855481443271001 1.6983197621915436 2.2203088264540187 1.3555467265091379 0.75125620921573444 2.4790415170315945 3.4775075420067885 1.8022289572355177 -0.38621143533944186 -1.1340907276278103 0.68635126017805159 -1.5897328336134768 -0.89271532357928141 0.53634859910762867 1.8613588887694643 1.5823485027036672 1.2046430620138719 2.6455866734826223 -0.81632618100950005 1.7133082893932625 -0.92305893729483091 -0.93296500049690056 -0.68334337049056237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 8 7 -4 9 11 13 -11 12 17 14 18 16 -16 -5 -6 20 -8 22 23 24 -20 27 -27 -26 -18 -19
right_child=1 3 6 4 5 -7 19 -9 -10 10 -12 -13 -14 -15 15 -17 28 29 21 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-6.0926025632853898e-05 1.1252419654129221e-05 6.3443733658642189e-05 -0.00025304089435724191 -1.5519936109684267e-05 -0.00029557766690144579 0.00013549968712993452 0.00030759400772535552 -0.00023571605181962538 -0.00013870451415714057 0.00011072061278229243 -0.00032483897798378601 0.0001050734848832798 0.00024993979783897053 0.00020968228078974442 -0.00067716217488187193 -0.00029560867479203035 0.0014887510771361483 0.00029113354167826459 -3.2754287015558596e-05 -0.00011082090793993488 -0.00041455912607721713 -0.00022676881276542971 -0.00016300549468003533 4.3739667000670159e-05 -0.00074849138754836222 -0.00035201346856229127 0.00082014843305122339 0.00083580517213337918 0.00012483213573065901 4.2514952492400172e-05
leaf_count=94059 13044 24714 10243 44942 1878 5325 1354 4446 4045 6708 697 14574 1705 1737 202 3884 51 1762 77202 12497 412 3316 6315 17363 49 2022 87 146 1143 6009
internal_value=0 -0.0114602 -0.0803475 -0.00301276 -0.0114852 -0.0317092 -0.134328 -0.0402405 0.022923 -0.0351508 0.0778637 0.0329497 0.0115773 -0.0438086 -0.0475609 -0.19734 0.0825323 0.00312635 -0.0411105 -0.0770245 0.15088 -0.037423 -0.0324563 -0.0249286 -0.040017 -0.23668 -0.307326 0.499364 0.197614 0.103509
internal_count=361931 267872 37550 230322 205608 132571 24506 127246 73037 122800 7405 68992 54418 115395 113658 5280 1396 52713 108378 14263 1766 106500 103184 96869 79506 2304 2109 195 1194 7771
shrinkage=0.000980392


Tree=3437
num_leaves=31
num_cat=0
split_feature=785 263 150 728 926 507 1010 965 1392 852 909 982 933 497 612 1304 900 784 1052 1254 807 878 608 1110 979 279 126 54 363 741
split_gain=26.0183 20.5652 29.3647 28.6687 38.7403 38.4839 32.0536 28.7823 30.7268 26.7147 47.5517 29.7218 25.3003 29.8503 24.1184 23.4145 25.3015 36.1738 22.4135 22.3266 21.2711 24.1397 26.4261 24.4013 25.4547 22.5018 20.8225 22.681 22.388 20.7455
threshold=-0.86283290253235112 0.66115833724634121 -0.52571317712276111 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 3.0713252103476614 0.10980254379742337 0.33884867167867055 -0.22706799479215015 0.93175354849552872 2.9259986913243421 0.68806224955729689 1.7001250133015622 1.0000000180025095e-35 -1.2519738572323926 1.8636825236010697 0.9594655836162902 1.7752794286246367 -0.77879809762052277 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.60677017479697548 -1.548383945956544 0.67399173339163976 1.0000000180025095e-35 -0.42445565733332025 0.29392446353077767 -0.65696253498209489
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 6 7 9 8 -2 10 11 14 13 26 -5 -11 18 -18 -17 -10 21 22 25 -23 -25 -6 -4 28 29 -28
right_child=1 2 12 4 20 -7 -8 -9 19 15 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.2230263948538008e-05 -1.0024626396438397e-05 -5.3609349974261805e-05 -1.6586718388549396e-05 -2.3685433408735714e-05 -0.00027400253402958685 0.00016298860616905324 0.00024117517713987609 -7.8395801872769774e-05 0.00050664096465908985 -9.1512766447344218e-05 -0.00022542712779786292 0.00051904712707340943 -6.678760059633434e-05 0.00019344046436082132 -0.00020889238124659874 9.195850234660784e-06 3.2799416102798134e-05 0.0004182420762466084 -0.00021619200921504074 0.00012105853917839034 -0.0001628818456130443 6.5833437712209026e-05 -5.0863367969375237e-05 0.00032346055378109717 -8.7638782200616429e-05 -2.3199693827415676e-05 -0.00013662610196980818 0.00016273262049354046 -0.00029948611941310762 0.00017714553193746903
leaf_count=29559 17036 25045 16393 34846 15344 6453 1980 19348 879 16094 9987 521 7664 5989 6437 53661 3451 1513 2615 4886 22345 10224 12122 996 20848 3686 1367 7396 1027 2219
internal_value=0 -0.025454 0.00732207 -0.0359793 -0.0487313 0.013844 -0.0245199 -0.0136166 0.042061 -0.0296108 -0.0746059 -0.0380052 0.040006 0.0646654 -0.0457432 -0.00362135 0.0144005 0.161533 0.000139683 0.180779 -0.0932678 -0.070198 -0.131052 -0.0289212 -0.0732767 -0.216988 0.0355394 0.0981939 -0.017688 0.0553161
internal_count=361931 332372 67100 265272 216670 48602 131105 42149 22801 129125 51791 41804 42055 34391 41283 77334 61240 4964 56276 5765 85565 63220 31152 32068 21844 19030 28402 12009 4613 3586
shrinkage=0.000980392


Tree=3438
num_leaves=31
num_cat=0
split_feature=1430 685 1424 1452 1465 1230 1457 1468 222 177 1394 1449 1458 281 254 1172 123 1470 1122 415 566 718 1078 1459 1465 1459 1450 1458 1451 1356
split_gain=12.8962 21.9488 22.5286 21.4828 25.3248 27.2971 24.5797 22.2128 21.3495 28.0828 22.1113 21.2067 20.7703 25.7801 20.6288 21.2061 20.6109 21.7564 20.6168 20.5282 25.0793 28.7127 20.8986 20.2705 36.4258 33.1457 28.4179 25.841 24.209 24.4955
threshold=0.54622893720785959 0.58104764358843186 1.0000000180025095e-35 -0.76841635434299438 -0.58077491096849221 -0.92106560951488936 -0.16317383343250411 4.4254531621270878 -1.1277338897816247 -0.7269905539791286 1.8614645084618664 0.16831065019010841 -0.44527173597200392 1.5776419474410617 1.4590023375957022 -0.46108146241612885 2.8501099055791257 -0.093080914660679012 -0.53684013894705951 0.11713519628983333 1.9189241638422623 1.0159173274103563 2.3773680579807461 -0.45816039207885656 -0.099720559038131346 -0.4339684775883515 -0.070412655075119956 0.86355052349722183 -0.29683516873020921 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 11 8 9 -8 -11 14 -13 -14 -6 -16 18 -18 -5 20 -4 -22 -21 24 -20 -25 28 -28 29 -27
right_child=-2 -3 19 16 6 -7 7 -9 -10 10 -12 12 13 -15 15 -17 17 -19 23 22 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.013374233509669198 0.0008905758585664972 -0.003547114805885892 0.0012414135561715969 0.0010076862733921965 -0.012699453344081138 0.0090559072231112259 -0.019403923807853513 0.052866577937658789 0.00059050037164527346 0.024758786773211507 0.099044277336201636 0.014281250774631632 -0.0098146274161392821 0.032166142281631831 0.033362933506091964 -0.011239350035489488 -0.0017472659292492396 -0.023618450183164802 -0.0099313314573179941 -0.0011228738736675009 0.012894359647384522 -0.011542495040683639 -0.019080790904667966 0.032915004314443629 -0.00065918679159574075 -0.011811404430128953 0.0047824367873162176 -0.010003766909481512 -0.00055856509267975993 0.00054715516456311922
leaf_count=992 85047 41745 78204 22578 5422 7142 243 103 7042 718 51 1218 1864 195 245 316 1182 1334 14968 37173 3844 676 1485 317 10711 8888 11144 1905 12097 3082
internal_value=0 -0.0141248 -0.00603504 -0.0308383 0.029931 0.135978 -0.0233546 0.071087 0.0553636 0.403029 0.629181 -0.110608 0.0386953 -0.103973 -0.202219 0.212483 -0.048949 -0.258528 -0.0424092 0.0156941 0.0351497 0.189007 -0.0316614 -0.0650067 -0.118021 -0.0293164 -0.036845 0.0513083 -0.0877444 -0.166486
internal_count=361931 276884 235139 113757 25551 8134 17417 8157 8054 1012 769 9260 3277 2059 5983 561 88206 2516 85690 121382 82724 4520 38658 63112 25679 37433 37116 13049 24067 11970
shrinkage=0.05


Tree=3439
num_leaves=31
num_cat=0
split_feature=129 697 61 290 909 1260 1400 1467 1114 425 1458 1329 1469 1457 1117 1042 979 361 1307 1189 1013 1356 218 1385 1177 1153 1464 1464 1458 1470
split_gain=12.7967 14.6521 19.5608 17.6171 17.9517 17.8149 18.1284 20.0484 21.4681 19.1999 17.0149 20.5274 21.6688 18.6819 19.1988 17.7082 17.5826 17.1906 17.1249 25.5986 25.341 19.9028 25.3751 21.2399 24.2148 19.6926 18.4593 50.0269 37.5713 46.3763
threshold=1.0000000180025095e-35 1.5860295084849245 1.0000000180025095e-35 -0.48574016593248898 0.83249615684863543 -1.2659787791886128 1.3666966813194341 -0.45368251123656866 -0.10450000870495894 -0.24296262508735222 1.8992776531617575 -0.17787580844653569 1.2347607809825396 2.9048651742706286 -0.36940665545267654 1.610379150997453 1.0020721639475052 0.56414764025210451 1.6294210021612947 -0.43385482665417807 1.0000000180025095e-35 -0.50019127212278292 -2.0471903009337322 -0.89202581941871706 -0.36488771348762256 2.5173098417833457 -0.46204076373648789 -0.42913060951834736 -0.24405659694353735 -0.64105017935060171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 5 -5 -7 8 -8 -10 18 15 13 14 17 16 -12 -13 26 20 -20 22 -22 24 25 -23 28 -28 -1 -30
right_child=-2 2 3 4 -6 6 7 -9 9 -11 11 12 -14 -15 -16 -17 -18 -19 19 -21 21 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0031658482917368879 -0.0022714461646261923 -0.00074116501825781064 -0.00079434622489966229 0.067291971226787026 0.0058372742462373369 -0.022395514018376642 -0.014358701072075397 -0.017645122012481813 0.15507096963171751 0.035360508626176929 0.011071906479088034 -0.0035827195243438338 0.083808779329043501 -0.021990855785600689 0.0055740468963782278 -0.011354600668418308 -0.0043652427973785157 -0.031833300924761408 -0.0061962733100099955 -0.0062964639462938336 0.071604635274121711 -0.0052805075631142083 -0.0029285053906594467 0.0045338269200009525 0.033394200867177058 0.070472804223168484 0.030891233382311614 0.00092363919917392819 -0.0033208786939303396 0.0040304499005649171
leaf_count=52571 48087 14372 2873 30 513 3178 71 259 30 52 5822 1242 28 489 2646 583 950 369 5987 18944 79 596 4919 3836 1021 41 599 144314 17285 30145
internal_value=0 -0.000467536 -0.0646691 -0.181851 -0.288064 -0.360834 -0.381043 0.150024 0.848286 1.63928 0.00347929 0.0814276 -0.0309297 -0.0435017 0.00353049 0.150022 0.178415 -0.194974 -0.000527775 -0.057038 0.0194252 0.0961771 -0.0325882 0.199217 0.434058 0.0408814 0.00532113 0.0214401 -0.0190698 0.0263811
internal_count=361931 313844 21378 7006 4133 3620 3590 412 153 82 292466 12129 4774 4746 4257 7355 6772 1611 280337 35423 16479 10492 4998 5494 1658 637 244914 144913 100001 47430
shrinkage=0.05


Tree=3440
num_leaves=31
num_cat=0
split_feature=1392 618 941 290 497 478 566 1340 1469 74 1055 1449 214 494 319 899 363 1065 795 142 862 596 359 73 789 1044 281 236 416 278
split_gain=12.3984 20.4794 19.6171 19.3252 19.7799 23.8044 23.0149 20.6806 20.4821 21.7653 21.4031 19.4222 19.1862 20.4107 19.1773 19.0563 20.1914 20.8911 19.3959 18.346 18.2911 18.9282 18.176 17.8055 17.7885 22.4689 20.5294 20.0412 20.448 19.5467
threshold=-0.31509801393811826 -1.4147875658213491 3.0707296396180284 2.1089670232183031 -0.50504496282864053 3.087725826867286 2.3824772829776841 2.177987543484027 1.7934017781504392 -0.25339860562529054 -0.18268334047405571 2.6019541624284721 1.5179161187394707 1.5122865774082717 2.3683501136148597 -0.72722418643162101 0.44991607344420492 1.0518754624258557 1.0000000180025095e-35 1.1104780245994577 -0.97446007815901359 3.0920830256423057 0.4161554802994924 3.8463684831010281 2.1947927481295069 0.66273980092171569 0.28258661687467995 2.1748508682437131 0.5974551905392419 -1.4128374904562462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 22 4 11 6 7 24 -7 10 -10 20 -9 19 -5 18 17 -17 -8 -14 -3 23 -1 -22 27 -26 -27 29 -29 -6
right_child=1 3 -4 14 5 8 15 12 9 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00032537480487566912 -0.003386997802807966 -0.015088106787027239 0.010218146560239059 0.0068537314435615886 -0.010447934918986379 -0.018977520822317677 0.038758291509748737 0.0073197680446000423 -0.029297089778252468 -0.022603902950991794 0.15345851034421604 0.012911361351807491 0.033200186744802268 -0.073911231058323409 -0.042814284337549156 0.014138937752858002 -0.016010479451445927 -0.015452419578285477 -0.0049635195747840073 0.11334840564460856 -0.0019737986706600194 0.016566764214457047 -0.003044945202653802 0.043681081164260782 -0.0089621020940154773 -0.0034071405437875787 0.029560737248942454 -0.01342748543068369 0.0075630789866785245 0.0016752533797611846
leaf_count=119154 23386 1798 1755 6633 2155 1643 432 3192 20 62 34 1047 206 25 133 1876 413 299 171 38 44753 622 49899 117 4307 653 388 2413 808 93499
internal_value=0 0.00727149 -0.0205327 0.0148612 0.00945785 0.0251057 0.028368 0.0224504 -0.299611 0.846706 1.99682 -0.0311477 0.194755 0.782746 0.124346 0.203182 0.127196 0.202824 0.547459 0.958798 -0.0388986 -0.0306477 -0.0235467 -0.0370426 0.0168728 -0.109511 0.195282 0.0236253 -0.157116 0.0292291
internal_count=361931 191123 170808 167737 160971 112634 110875 107684 1759 116 54 48337 3461 269 6766 3191 2588 2175 603 244 47290 45492 169053 44870 104223 5348 1041 98875 3221 95654
shrinkage=0.05


Tree=3441
num_leaves=31
num_cat=0
split_feature=50 56 1470 651 544 1465 1470 1019 601 980 771 1314 225 1470 349 1083 967 1108 140 486 1465 692 1455 1466 15 557 1470 1469 1395 1458
split_gain=12.5904 22.8378 16.3832 16.3043 18.0117 21.6413 24.9226 23.9336 20.7692 24.8679 21.9238 20.6371 24.1211 26.468 24.5247 20.3064 18.5171 21.6768 18.4762 20.2204 18.7 18.9013 18.4143 20.6181 20.5121 19.9046 19.8958 19.2776 18.4003 20.5814
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.1107569744011787 1.0000000180025095e-35 -0.11446136896984163 0.360274951809401 2.762268348496788 1.0000000180025095e-35 -0.3268161672570728 -1.0580439810031448 -0.65792208878837621 0.51357026684262508 -0.27048103632288417 -1.0422899945643069 1.0000000180025095e-35 1.4952865769287931 -0.014116429128298478 2.4749615080051197 -0.45967553289567203 -0.35531576034410856 1.4664186381232176 0.70597186199887563 0.16628775677498031 0.033207686658685114 -1.3054580262230753 0.5495017482490866 0.12534696970544321 -0.65426835023568397 -0.50065702886839536
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 11 28 -8 9 -4 -10 -6 13 14 -13 -15 17 -14 20 -20 -11 -22 23 24 25 -17 27 -25 29 -7
right_child=-2 -3 3 -5 5 6 7 -9 10 18 -12 12 16 15 -16 22 -18 -19 19 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0033237463010776279 0.00033125602693316971 -9.2872838692165766e-07 -0.0095559935577666805 0.002125848388523918 -0.0080795724173543786 0.031230859352448931 -0.023355206630204652 0.076755059135028086 -0.036919566506644762 -0.0072422056063717218 -0.010009338422190969 0.046193639461243351 0.0017495514613191133 0.00983159104616501 -0.0045977296490267612 0.17014828535068666 0.027231548262971535 -0.030427292163624865 -0.0414114907717823 0.044582565348229498 0.004769792517734483 -0.020625889819215044 -0.017294368307832327 0.06047521049555743 0.060800896431830558 0.014798676763230354 -0.059097224701693735 -0.064339596441136029 -0.0067125944490308183 -0.00088352746613534002
leaf_count=4567 197382 90457 10771 5936 4002 583 2473 56 1379 5910 13283 205 1007 3098 2923 29 274 1161 72 226 6795 552 146 77 526 468 103 38 5964 1468
internal_value=0 -0.0217471 -0.0617139 -0.0755128 -0.0920328 -0.02691 -0.128814 -0.41605 -0.129739 -0.0854357 -0.230654 0.052046 0.115786 0.189227 -0.0206818 0.325447 -0.1656 -0.273517 -0.0125457 0.598111 -0.0283823 0.0578409 0.606265 0.715821 0.878816 0.416191 -0.0832067 0.59189 -0.054921 0.193424
internal_count=361931 164549 74092 69525 63589 24601 10544 2529 38988 24326 14662 14057 10055 7613 3128 4485 2442 2168 13555 298 13257 7347 1387 1241 1023 497 218 115 8015 2051
shrinkage=0.05


Tree=3442
num_leaves=31
num_cat=0
split_feature=785 544 768 64 210 905 354 77 629 1322 954 285 503 126 845 1470 32 1326 12 1180 837 1044 641 1040 1282 9 1045 1323 346 570
split_gain=12.5048 13.6784 14.7509 18.9696 16.6259 16.5453 16.6106 16.6896 15.0638 16.8749 17.098 13.8558 14.0995 14.0425 14.197 14.2753 13.8399 15.6298 15.7974 18.9318 15.3476 15.0975 15.8949 13.73 14.2051 16.5944 15.5979 15.2247 15.1517 14.6482
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.45917980826900168 3.1684913338167013 1.7227903396074284 -0.90865795044230568 -0.69235895811847892 -0.4305130186346488 -0.069377755627249016 -0.42336292255439351 0.34985508981269864 2.6674063323242971 -0.92115969566800648 2.7891731844326864 1.5318506349201197 0.26566155358955823 1.2318976742948695 2.15724710703013 -0.97260263540156144 1.4958035715678917 0.372481165399077 0.66273980092171569 -0.49809178117240432 -0.12655016845387468 1.0000000180025095e-35 1.10339220624575 0.71616597904841683 -0.93696872498236161 0.35508260621512294 -0.072328540826865934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 11 8 7 -7 9 -4 -11 12 -1 14 16 -16 -14 18 20 21 -18 -20 -23 -3 25 26 27 -25 29 -27
right_child=-2 23 3 -5 -6 6 -8 -9 -10 10 -12 -13 13 -15 15 -17 17 -19 19 -21 -22 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.018709039858536534 -0.00045408944735508155 -0.0066006823170064446 -0.02783620796336286 -0.033150120818678193 0.023428739167059228 -0.021035184540976373 0.0047368358387633929 0.00046423883202487739 -0.03332536487277251 -0.0051102693718779804 0.05277991452327379 -0.043091715570101774 0.005171445308956568 -0.022888687401280416 0.030158767665083672 0.0010921309241513125 0.036465899038824551 0.050557341760199583 -0.014441519482961646 0.054777839117825682 -0.051030589756777239 -0.10088437229349936 -0.026716015522936423 -0.0266870396712382 -0.0057746266872669254 0.02029042797230798 0.029634216968578427 0.0093414914931053347 -0.062327294011951639 -0.037665815085846835
leaf_count=929 332372 4115 199 202 631 652 7314 1374 301 175 92 74 7244 233 487 330 112 43 584 35 30 55 102 174 1673 128 400 1693 82 96
internal_value=0 0.0387184 0.0680245 0.00871186 0.124855 0.0219004 0.0470213 -0.132022 -0.291721 -0.0336434 0.316139 0.103211 0.11004 0.0844713 0.0980769 0.368701 0.069824 -0.175132 -0.240091 -0.369304 0.395689 -0.450172 -1.06801 -0.0386322 0.0500484 0.150954 0.214075 0.126208 -0.346633 -0.0635559
internal_count=361931 29559 21198 10309 10889 10107 9340 2026 767 466 267 10258 10184 9255 9022 817 8205 961 918 776 142 741 157 8361 4246 2573 2267 1867 306 224
shrinkage=0.05


Tree=3443
num_leaves=31
num_cat=0
split_feature=785 519 268 785 728 869 507 938 803 996 1071 1052 791 712 1149 896 353 923 657 590 579 760 564 813 666 609 114 470 1121 759
split_gain=20.5655 19.4445 26.5077 30.1233 26.2779 28.7501 25.7331 25.4908 26.6589 24.241 25.0805 23.1603 26.4006 33.9606 23.1448 23.0088 24.6788 23.3703 22.8268 23.2963 23.0569 24.6518 22.5058 34.2225 22.3841 37.308 21.7701 21.6704 21.2771 21.5921
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 0.58460966528228819 -0.49008176997875957 1.0000000180025095e-35 0.65809631222906606 1.0000000180025095e-35 1.9682860324222273 1.0565563832172893 0.69084194168817237 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 3.070608018023568 0.13351389361957308 1.7080988603044525 -0.86449023226567734 2.2603408215975165 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 -0.84605277249859834 0.44561103650162237 0.45873907618427312 1.6285028476148826 3.7888525678453377 1.0000000180025095e-35 0.80106270623882148 0.58486168351626755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 9 6 7 26 8 11 10 -3 12 14 27 15 -6 17 -17 19 20 -8 28 -15 -24 -10 -26 -2 -14 29 -22
right_child=1 2 -4 -5 5 -7 18 -9 24 -11 -12 -13 13 22 -16 16 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=4.1328335365997906e-05 -2.7419644218560494e-06 0.00013298053334776978 -5.9981524586976947e-05 0.00026926781884358881 -1.2635345449485035e-06 -7.3999516999670526e-05 0.00010296078246292529 -6.3597758000752167e-05 2.5032124615300653e-05 -0.00020618160270896157 -0.00013797560100950709 -0.0001729815506447695 -0.00017820809471638151 -7.126436473815148e-05 0.00021745847196396305 -0.00028830309548660507 -0.00032599562747748104 -4.4347774379754284e-05 -0.00031197077666489864 -0.00013060835209454083 7.4129626438739309e-05 0.00049578325634320845 0.00019772248511706493 -1.615951232933572e-05 0.00035000315011902289 -0.00051794742276540097 -0.00095358819146490557 3.4616189630721264e-05 -0.00061314271532267111 0.0011096482966411697
leaf_count=29559 48543 7401 7713 3273 42662 85264 6192 53095 3905 1407 1724 5155 5942 3552 1542 2273 1827 22249 575 1305 621 1573 11021 4725 2432 230 109 5797 177 88
internal_value=0 -0.0189138 0.0422232 0.0958207 -0.024274 -0.0356101 0.0182187 -0.018865 -0.000594337 0.0423478 0.0819133 -0.00989299 -0.00303548 0.0527993 -0.0273125 -0.0341567 -0.0871439 -0.0672582 0.113715 0.137044 0.17715 0.347949 0.104547 0.136074 0.131486 0.279468 -0.00523666 -0.0583922 0.0667303 0.22067
internal_count=361931 332372 21518 13805 310854 251671 59183 166407 113312 10532 9125 106745 101590 31037 70553 69011 26349 24522 10531 9956 8651 2459 19298 15746 6567 2662 48652 11739 886 709
shrinkage=0.000980392


Tree=3444
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1175 1127 1050 142 858 1260 425 1246 72 795 1456 634 359 647 255 710 693 1074 910 939 1326 414 635 924 1393 1186 1313
split_gain=12.4285 26.4745 21.2932 19.7067 18.2506 18.6822 17.784 17.1556 17.5634 18.3618 17.6511 17.8524 17.885 20.3033 19.9237 18.8293 18.7667 17.5283 18.0431 20.1662 17.1477 20.5415 16.9342 19.1643 16.9598 16.9015 22.0927 20.0381 19.3236 23.5947
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.3196556121463385 1.0000000180025095e-35 1.8262610112922759 0.55971032735518633 1.0825608069246189 -0.91133497344422421 2.5071114709212377 -0.43654775609769997 -0.35132561073074547 0.73593705410083743 0.9901232371825377 -0.45847361869236064 -1.4900858504800312 1.0000000180025095e-35 1.0000000180025095e-35 2.4381189058503279 -1.517863073859208 0.27982727079775205 0.14501645281436251 1.4307804817950061 2.15724710703013 -1.1009206990088325 0.15609325151219594 1.0000000180025095e-35 1.8643283487639386 0.22479078231165076 -1.8469280103751011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -4 11 17 -13 15 -15 -14 -16 -10 20 -20 -19 -22 23 24 -6 26 28 -28 29 -12
right_child=-2 -3 7 -5 22 -7 -8 -9 10 -11 25 12 13 14 16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0020900386408038134 0.00034978552070875175 0.00016697251603462807 -0.016724435204159935 0.021689425733005235 0.027677582681380222 0.03715116601859135 0.028330484225960847 0.002242728824839905 -0.0099566195294899171 0.088705819507224573 0.087791991121294766 -0.0003053748854924834 0.10574724062266204 0.095571678923062786 -0.0015860879015376804 0.0057778421046830617 0.089689594872377376 -0.008441001620515887 -0.020045919462181039 0.095880358020912382 0.035088846421950336 -0.012975808650461832 -0.038422464649485233 0.027462888107473316 -0.014257855163907552 -0.0021617868467867399 -0.012249557787881315 -0.045844176180930646 -0.011824923781942409 -0.0013745045905235566
leaf_count=1018 197825 89418 3128 605 128 199 243 5993 6403 37 106 11466 28 74 126 1486 33 1321 52 59 521 300 183 175 938 13477 9755 411 5355 11068
internal_value=0 -0.0211371 -0.0617124 0.0957109 0.022058 0.180115 0.0836134 -0.0751978 -0.0906654 -0.309404 -0.0808546 -0.0223362 0.0335052 0.257601 0.895797 0.152482 0.437452 -0.125174 0.0914613 1.10606 0.0275922 0.360887 -0.155628 -0.0653016 -0.182258 -0.119363 -0.166359 -0.270984 -0.0940672 -0.015527
internal_count=361931 164106 74688 3489 2884 1460 1261 71199 65206 3165 62041 21869 13213 1747 233 1514 159 8656 2253 111 2142 821 1424 1241 1066 40172 26695 10166 16529 11174
shrinkage=0.05


Tree=3445
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 710 691 647 590 730 783 514 934 603 660 878 563 107 8 907 461 727 982 29 10 356 770 622 1002 209
split_gain=22.652 20.4147 21.1356 22.9657 21.255 20.0726 23.2682 19.9122 45.2687 19.8181 29.3869 25.3298 24.3332 20.7942 22.6369 19.1589 18.6447 18.4149 18.2038 18.1881 21.7038 18.1674 18.1533 18.0018 18.5371 17.9932 18.1621 18.576 17.9728 20.7853
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 0.76029184741838574 -0.3266635670241857 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 2.630508148566769 2.0405992520496379 1.0000000180025095e-35 -1.298475463871557 0.51732753832957667 1.0000000180025095e-35 1.0000000180025095e-35 1.7621802667917166 0.82152675923177465 -0.43543206165028031 -0.43161067717539375 -0.93674546461137786 -0.0034216825924112183 0.69854289147193727 0.22544705337143342
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 -2 9 5 15 -7 8 -3 10 11 -4 13 14 -11 22 19 -8 -16 -14 -21 -1 28 24 -13 -10 -27 -28 -5 -30
right_child=1 7 3 4 -6 6 17 -9 25 12 -12 23 16 -15 18 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-1.6915893050210185e-05 -1.9740015268196118e-05 -5.0984390509601982e-05 4.0050035103095443e-05 0.00024323550774218761 0.00045454937120352419 -0.00043849172824636745 0.00038496894866722834 -6.1447253407211945e-05 2.1656341258671157e-05 0.00015785874617482021 -7.1452373861633593e-05 0.00023215784373086879 -0.00014100348775879774 3.0399518679876558e-06 -0.00042137291347170858 -0.0008685454492744375 0.00082956251277236358 -0.0004720881428496548 0.00059016856083827563 0.00061816196355824772 -0.00014755033051895629 9.091676045265165e-05 -0.00041721961819772693 -0.00019020800335905498 0.00087426592101861635 -0.00044203436377281889 0.00075747912727242201 1.2573872657589011e-05 -0.00041513977374955344 0.00023187300088398975
leaf_count=12551 190291 4821 6880 4341 894 642 406 93730 426 2134 17685 431 2949 1982 101 76 97 167 996 322 364 17008 226 225 385 85 693 180 431 412
internal_value=0 -0.0200543 -0.00938405 0.0346803 0.140077 0.100796 -0.155087 -0.0522666 0.0771662 0.00977869 -0.0221347 0.0894398 0.0975137 0.191235 0.289679 0.153398 -0.0400106 0.158092 0.528378 -0.0675082 0.253637 0.0440039 0.168301 0.410718 0.550372 0.395733 0.547465 0.628063 0.193367 -0.0872712
internal_count=361931 332372 232437 42146 7595 6701 1215 99935 6205 34551 25606 7921 8945 5213 3231 5486 3732 573 1097 3635 686 29559 5410 1041 816 1384 958 873 5184 843
shrinkage=0.000980392


Tree=3446
num_leaves=31
num_cat=0
split_feature=1078 789 381 444 698 470 651 792 843 150 810 750 1467 599 200 296 1378 904 730 85 374 975 1040 557 222 762 1141 649 704 355
split_gain=12.4092 14.7164 24.8917 24.2155 22.2246 20.8003 31.0241 25.0564 26.3021 25.0326 25.539 23.2859 24.42 30.8285 25.5707 22.2458 21.6802 21.1544 24.415 24.2741 32.0017 23.966 22.5546 21.6694 21.3245 20.8734 20.6511 20.3756 24.9621 20.7466
threshold=1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0617732612454149 -0.26733251094704602 0.66595742291584703 0.58396494997324677 -0.87246257202899724 1.5135117746514848 0.055745403873175357 1.0000000180025095e-35 1.0000000180025095e-35 1.4133641467104867 1.4636847626011269 1.1543371994524385 1.3173168532044492 0.29079056963915867 -0.86163681959295124 1.9507919901144859 -1.5927591812841682 0.39139331969136187 -0.35554003335169199 0.2632528644813919 1.8065900336104292 -1.2241169548214386 -1.2862555689196562 1.5181853223689499 1.0000000180025095e-35 -0.049957642814280598 1.0545981405347391
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 27 -5 11 9 -8 -9 10 -7 12 14 -14 17 26 -13 -1 25 22 21 23 -20 -21 -22 -19 -11 28 -3 -30
right_child=-2 2 -4 4 -6 6 7 8 -10 15 -12 16 13 -15 -16 -17 -18 18 19 20 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0030121918499631142 -0.0017926328832843568 -0.00061595059797693054 -0.0066931959782590977 0.0043501211929347239 -0.016326477602840905 -0.001163331954257367 0.0052665825184664283 -0.0065295845505068829 0.0098436552138493356 0.0081931490698366229 0.0069867261319635516 -0.0057323310303644716 0.0031919374525065485 0.022379048995359623 -0.0053005616234621279 0.021991111198579986 0.0041520296405815381 -0.0083253082158437214 0.0098086102371829943 0.0087028327253499856 -0.029277073950415233 0.0010486036342141529 0.054064454129122856 0.033909494127702805 -0.0032544375756385887 -0.00072044999212813579 -0.0049613376360392314 -0.0022456185904825236 0.0072217228118823269 0.025879039214491546
leaf_count=29177 71586 4937 10452 938 1960 11967 4249 9442 1175 9949 7221 23076 12384 1126 12657 1099 3717 7293 444 4967 593 7467 211 401 3804 103734 1500 9696 3723 986
internal_value=0 0.00158679 -0.0435786 -0.000284374 -0.189225 0.00758806 0.0475676 -0.034158 -0.0903812 0.0846592 0.0352806 -0.00326773 0.00494653 0.0967563 -0.00288111 0.156674 -0.0784786 0.00503779 -0.00814023 0.0690287 0.0527125 0.106653 0.495275 0.215292 -0.123774 -0.021618 0.129237 0.0294927 0.103145 0.218845
internal_count=361931 290345 32692 22240 2898 257653 46602 14866 10617 31736 19188 211051 184258 13510 170748 12548 26793 158091 128914 17887 17232 12835 655 5368 4397 111027 11449 19342 9646 4709
shrinkage=0.05


Tree=3447
num_leaves=31
num_cat=0
split_feature=21 550 1109 285 50 194 1023 608 1185 1382 601 143 747 1459 1463 1452 607 1296 1092 49 430 8 1367 1467 1467 1318 776 1251 854 1262
split_gain=12.1718 14.3016 14.5945 13.3037 12.8169 21.3799 16.7344 16.0103 20.3094 22.028 16.4485 17.4492 16.0068 18.9718 22.1501 32.8251 27.7204 17.6797 19.762 17.7766 17.6482 17.1642 16.8804 16.5295 18.625 17.028 16.8025 19.13 17.6398 18.8327
threshold=-3.2545899522946695 1.0000000180025095e-35 -1.0819741954209221 0.093102824543595489 1.0000000180025095e-35 1.0000000180025095e-35 7.4366709976304533 0.66665475971017707 -0.9548484655694226 -1.5483957297857516 1.0000000180025095e-35 2.1079113614773388 0.34871943973277292 0.6997810996132513 0.71651231327455223 0.68011561037582036 2.2063661036300588 1.197639789072136 2.9499917481720264 1.1349154245379338 0.16260234259282988 -0.86442440692283606 5.4172517195097649 3.0124991923077498 2.500819528513873 -1.2995964475125248 -1.0359914705874642 -1.1912896065334688 -0.87473648844905705 -0.90466413052763384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -2 -9 -10 -11 -12 -7 23 16 -16 17 18 19 22 -21 -17 -15 24 25 -14 -27 -28 29 -29
right_child=4 -3 -4 -5 -6 12 -8 8 9 10 11 -13 13 14 15 21 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.017281978167355723 -0.0035995673234124103 -0.028683738907814855 0.027239583724167724 -0.071124751520942012 0.0003336543359795523 -0.0012309320107365335 0.053770029959701454 -0.032679224072354206 0.081347621497067063 0.014641686964196302 -0.017117705919553538 0.061311405600986961 -0.017763549805415547 0.016697837324882153 -0.024336481265195265 0.06189422325536801 0.059036801481756385 -0.010842922625539014 -0.01741509787892415 -0.047011857389481673 0.017486146471166714 0.0054978995491451535 -0.077741367660667415 0.028936094003554659 -0.041466065980381127 0.0097735417042504845 -0.015952495272470914 0.055146205969846811 -0.00027226042293401395 0.0081284792274518413
leaf_count=44 71861 91 543 38 197008 61286 43 242 61 1248 568 40 660 2960 556 74 111 426 235 120 89 374 20 222 128 2300 866 93 18037 1587
internal_value=0 0.289366 0.407029 -0.447739 -0.00493531 -0.0219978 -0.0614874 -0.0631228 0.137747 0.205282 0.16103 -0.206481 -0.00133344 0.038634 0.15567 -0.131315 0.223585 0.19207 0.240665 0.282861 -0.343794 0.293364 0.32109 0.0130323 0.00740793 0.0117351 0.0208012 0.00153992 0.0148054 0.216466
internal_count=361931 716 625 82 361215 164207 74063 74020 2159 1917 1856 608 90144 28858 4965 1004 3961 3850 3424 3189 209 448 2980 23893 23671 23543 22883 20583 19717 1680
shrinkage=0.05


Tree=3448
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 507 791 858 927 691 789 836 892 1247 428 689 590 579 51 760 556 557 566 813 114 620 892
split_gain=25.5181 20.7634 26.5124 26.3689 24.8178 28.43 27.6304 45.6705 25.4583 25.3453 31.9075 26.8705 26.0264 23.1868 22.5347 22.8619 29.1567 23.907 22.4793 23.4998 23.0204 22.8526 22.8204 21.8436 22.0949 21.7419 21.7406 21.6933 21.5245 22.2013
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.65809631222906606 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 0.29073615932568342 1.1248358748350926 2.4283205456421384 1.0342428102238199 -0.29149962867897405 -1.0211593192430943 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.35315847874617967 -1.1872183965669325 -0.82454127623603324 2.1059719136688364 2.1641256470006294 3.7888525678453377 1.1734518836084071 3.2157419873176414
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 13 8 6 9 -8 27 26 12 -12 14 -4 15 17 -17 23 19 20 -10 -21 -22 -11 -25 -7 -6 28 -2 -30
right_child=1 2 3 -5 5 25 7 -9 18 10 11 -13 -14 -15 -16 16 -18 -19 -20 21 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=4.6539275984614308e-05 1.2919878429344587e-05 -4.584663817160281e-05 0.00025133905149023195 3.0644489354521991e-06 -6.04897140271386e-05 -8.4226919309765563e-05 -4.0803500514292527e-06 0.00022416141118614954 0.0001139573124427451 0.00059417753641008333 5.8049520230973906e-05 0.00032323972503803315 -0.00013634522782463284 -6.2631039091557184e-05 0.0021835901460575185 7.4158177780188293e-05 -0.00048828188743858618 5.9819045376346565e-05 -0.00014363971063625442 5.7090904992087357e-05 0.00013947767141797489 -0.00058510151802843035 0.00055747594697987644 -0.00082760265302187343 -0.00016173938089521008 0.00010482691198139869 0.0001036767384570468 -0.00095405736093834769 -0.00015857908024708299 0.0004341276492194921
leaf_count=29559 41820 9447 5244 5700 94773 82198 18652 5059 5619 156 9918 2066 10118 1127 21 1178 1410 17146 1511 808 1023 391 1179 643 1430 3066 3837 109 6382 341
internal_value=0 -0.0204743 0.0426553 0.104553 -0.0260076 -0.0370156 -0.0203786 0.0498641 0.0152462 -0.0333266 0.0142731 0.11226 -0.0275309 0.196397 0.0152041 0.0126235 -0.229171 0.036603 0.110126 0.148708 0.191009 -0.132785 0.37045 -0.236391 -0.324447 -0.076628 -0.0540845 -0.00806362 -0.0056311 -0.12978
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 59183 142696 44086 11984 32102 6371 21984 21963 2588 19375 10531 9020 7821 1199 2202 2229 2073 85264 98610 48652 48543 6723
shrinkage=0.000980392


Tree=3449
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 1469 21 1116 647 590 1358 21 728 497 498 1104 746 951 1320 889 981 767 450 220 1386 882 620 913 84 560
split_gain=34.5215 22.5292 22.4774 28.9706 30.5324 22.741 25.6458 22.4295 21.83 48.5183 21.1008 23.375 20.8707 20.3775 26.5212 20.7751 20.0862 20.1483 19.8373 19.9315 21.3532 19.7541 19.7159 19.7106 20.8853 20.2081 19.6342 19.3166 21.019 20.7666
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -1.0588145806293296 -0.13431221002227373 -1.0477340759045499 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 4.5933813388752975 -0.49008176997875957 0.13067971497466105 1.69116793757109 0.63515767152532354 3.6288968102052546 0.4454315257619969 0.97912365359497311 1.3149075955530187 2.543085592592472 -0.63571524560548165 -0.83567651168909196 -0.76478048334061477 0.79041794151907141 2.1621367426492752 0.88084169889549835 0.60667346056980065 -0.9805036543575979 -0.91026277545683032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 5 13 27 6 7 -2 9 -3 -7 16 -1 14 -4 -16 -12 21 19 20 22 -18 -8 24 -9 -25 -20 29 -29 -5
right_child=1 8 3 4 -6 10 18 23 -10 -11 11 -13 -14 -15 15 -17 17 -19 26 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00011710835199083 -0.00010974151174250551 -5.5319656860340111e-05 -0.00031902471360367339 -0.00042444024747511125 9.7658276729836074e-05 -6.394425777727832e-05 -0.00033268910014311694 4.1969266448222031e-05 -6.7869793462845202e-05 0.00039884015789296842 -1.0678375852632969e-05 0.0010276216338998734 7.2458917566434701e-05 4.7928562352783981e-05 6.0657528079024857e-05 0.0014564779341570615 0.0007171347608197848 0.00037211322749423442 -0.00037069711385775929 0.00022851803186045648 0.00063715129934969789 -0.00063544223321805636 -2.2228794193813298e-05 0.00017595062701428641 -0.00045427906737422082 -0.0005007076077461212 0.00026197866869057031 0.00036071129831071282 -0.00074892287858186043 4.1733886882002328e-05
leaf_count=3396 2693 4821 2623 676 21461 67524 1164 3212 93730 1384 104584 76 26163 1899 198 53 45 112 1414 1390 187 510 8952 9946 544 193 286 107 458 2130
internal_value=0 -0.0246094 -0.0134086 0.0423281 0.0710913 -0.0224225 0.0320078 0.0895072 -0.0583662 0.0770291 -0.0332712 -0.0127056 0.0542708 -0.11939 -0.248151 0.396183 -0.0138334 -0.363739 -0.0376799 -0.00786048 -0.0401573 -0.530354 -0.0538584 0.121258 -0.0225019 0.166518 -0.267595 -0.13137 -0.5332 -0.0577413
internal_count=361931 332372 232437 29605 24832 202832 29981 16588 99935 6205 172851 105327 29559 4773 2874 251 105251 667 13393 11693 10303 555 10116 13895 3756 10139 1700 3371 565 2806
shrinkage=0.000980392


Tree=3450
num_leaves=31
num_cat=0
split_feature=785 727 1465 83 1458 1458 347 1298 564 1398 843 691 884 1449 1467 1452 21 294 558 81 917 21 429 1459 1468 1469 1109 491 1456 353
split_gain=12.6972 13.6374 13.9654 20.4324 19.7839 19.4878 19.0379 20.7577 20.2114 20.978 19.853 18.1046 18.0676 17.7144 17.3178 17.5714 20.263 16.2523 15.907 15.7438 15.419 19.4164 15.938 15.072 24.5215 20.0023 16.2511 14.6051 14.5275 14.5365
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.51322729858334903 2.1827992373410878 -0.20054163340307427 -0.46589091170928792 0.10242394995408317 1.0000000180025095e-35 -0.24121458493668982 1.0000000180025095e-35 2.1804652404920906 1.1124864993265657 0.66905551989196432 -0.046399403249050987 0.060492031153216698 -0.34710568059079999 1.3785497256249488 -0.94441290868114658 -0.024675229274825149 0.32067913021457201 -1.1184718134914526 -0.70163543588998201 -0.80093215527645578 -0.13718307876099847 0.50871131412698856 0.45581065817096128 -0.61716714512420645 2.0779745072643894 0.74049508400456954 1.0689666326672824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 13 -4 7 -7 9 18 11 -10 19 14 15 28 -17 -9 -8 -11 -15 -22 -23 24 -6 26 -26 -24 29 -3
right_child=-2 2 5 -5 23 6 8 17 10 12 -12 -13 -14 20 -16 16 -18 -19 -20 -21 21 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00070055962077496703 -0.00044911253938916543 -0.022540628350099057 0.012044786471088705 0.03300011036913552 0.0043365217132911053 -0.0110830412659977 0.0196382616241817 0.054117298942822967 0.021986754516980522 -0.066979712854364409 -0.10225252880461502 -0.0082061678938994825 0.031348931890798341 0.059848759064530382 0.0017601087253030709 -0.041825796533174808 0.020527614599193028 0.0032314090215267485 -0.016886497226876136 -0.00024050118350537965 -0.039907839561070968 -0.036301696834130398 0.013566819007013254 0.014566746664516473 0.044675886985253821 -0.093055680794262532 -0.035527642226256283 -0.082636704369236702 0.03538963733296787 0.034190927096662348
leaf_count=12551 332372 435 4647 237 1075 1783 399 65 1627 144 25 304 46 82 510 582 72 2058 244 59 137 99 780 1209 33 59 137 23 72 65
internal_value=0 0.0392029 0.0817089 -0.00965469 -0.0369951 0.127313 0.0505738 -0.050626 0.191562 -0.0849878 0.322642 0.344809 -0.633414 -0.163567 -0.300754 -0.445338 -0.697124 0.105619 0.128361 -0.918894 0.0614252 -0.00103651 0.117176 0.108783 -0.056905 -0.710461 -0.341114 0.222511 -0.165355 -0.306333
internal_count=361931 29559 17008 5607 5370 11401 6754 3906 2848 892 1956 1931 249 2857 1736 1226 654 2123 643 203 1121 1039 902 2513 1304 229 170 803 572 500
shrinkage=0.05


Tree=3451
num_leaves=31
num_cat=0
split_feature=859 789 1470 1378 290 1038 639 1173 501 562 292 208 558 969 1040 899 692 840 1055 831 346 1121 843 1384 1258 63 453 165 156 422
split_gain=12.1745 22.858 24.001 21.389 20.051 20.2342 19.0181 23.7615 23.8184 20.2761 18.9593 18.5676 28.5241 24.4567 19.8877 18.4908 19.2468 19.4571 22.4873 18.5879 20.673 18.3874 18.3331 18.1526 17.9179 17.8989 17.3919 19.7357 17.9683 17.9161
threshold=-0.54135187694831066 1.1248358748350926 -1.3545928909252491 0.29079056963915867 1.2602310267671091 -1.3872340398127383 0.044349551058832586 -0.64477787147292431 -0.76791420096762997 -0.14949421416079237 -1.7663287268351435 -0.060382976472855808 1.4047152405008403 -0.62909931636435557 0.89818976348935198 1.5426121985304644 -0.67444648293111609 0.38745140584575827 0.41422614388054529 -1.3345673061720158 0.13941527383970334 -1.1066666967360768 -0.66236478057318493 -0.15170598088719758 -0.72582590155830917 1.3511713443604756 -0.71984360562929195 -0.8956931617122329 2.9065720244900111 1.4038773701546929
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 26 15 -8 -9 -10 -6 14 -13 21 25 19 -17 -18 -19 20 -7 -14 -22 -16 -15 -3 27 -4 -28 -29
right_child=-2 11 3 -5 10 6 7 8 9 -11 -12 12 13 24 23 16 17 18 -20 -21 22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=-0.011843050649472513 -0.00070613782860270741 -0.0018512536853304902 -0.037616075829613252 0.0045870416270677693 0.070122915138036465 0.038953528729270964 -0.010125522982849085 -0.015062974490368917 0.0056859902260610953 -0.0032569491646146235 0.0051346907404311998 -0.00057876676939397386 -0.02483640227801702 0.068646589451137524 -0.030823827720456533 -0.0089159188199934274 0.018607546636863117 -0.0082000669087130759 0.028356581224362437 0.00069095314684796847 -0.050669881728847413 0.10408179024757161 0.034959367467644935 -0.003093709471951311 -0.002293460116329226 -0.016784211586199648 -0.014587643545135757 0.0047259031032189872 0.052612878805771118 0.057432794937360254
leaf_count=1566 244749 5278 188 20652 53 333 5285 1616 6472 8066 8907 4253 24 49 731 745 2155 863 283 42062 112 82 82 494 204 1444 3931 1048 100 104
internal_value=0 0.0147919 0.0260511 0.0306918 0.012567 -0.00113684 0.00823759 -0.052807 -0.0088815 0.0202781 0.110733 -0.0771525 0.0438006 0.663484 -0.140879 0.0334104 0.179348 0.24747 0.0122892 0.0189511 0.473238 1.62632 -0.285739 -0.400679 0.290968 -0.0923583 -0.166165 0.0848309 -0.264726 0.203759
internal_count=361931 117182 104623 103057 82405 73445 68074 21439 16154 14538 8960 12559 4612 359 7947 46635 4046 3301 1146 42589 527 106 194 1225 253 6722 5371 1340 4031 1152
shrinkage=0.05


Tree=3452
num_leaves=31
num_cat=0
split_feature=785 519 268 785 728 869 921 783 791 858 927 691 507 996 1071 590 689 836 624 813 114 620 892 1381 1443 430 726 602 347 566
split_gain=23.6244 20.509 26.4785 30.5241 26.3626 27.6087 27.8106 47.7028 27.1213 32.507 26.9856 25.7022 25.0277 24.647 25.0071 22.4725 23.2723 22.3524 22.5914 21.8079 21.6121 21.4887 22.2628 21.262 21.0411 21.0307 24.9742 21.0233 23.4572 20.904
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 0.58460966528228819 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 0.29073615932568342 0.65809631222906606 1.0565563832172893 0.69084194168817237 0.58895901036483078 0.86385367930994306 2.4283205456421384 -1.4097550793351623 2.1641256470006294 3.7888525678453377 1.1734518836084071 3.2157419873176414 -0.92523599040117721 1.593744732512876 -1.2369097968503453 -2.5456679507321813 1.0000000180025095e-35 1.7568295677752002 2.1059719136688364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 13 12 6 8 -8 19 11 -11 17 20 14 27 16 25 18 -10 -6 21 -2 -23 -12 -9 -14 -27 28 -3 -7
right_child=1 2 -4 -5 5 29 7 24 9 10 23 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.7835274188122916e-05 1.8159418876944191e-05 6.8250915236499712e-05 -5.6158771080645914e-05 0.00027406239867578877 -5.810226814007518e-05 -8.0148863816282182e-05 -1.8632222567426233e-06 0.00028933341676556191 -0.00035486109258874628 6.3687524135189557e-05 -0.00027213703086871621 -0.00013151333768384778 -0.00013091849446484534 -0.00020495284105642283 -0.00013398674685402351 -0.00014042595786100133 -0.0001002953058756802 0.0021812910137964416 3.1396554055493768e-05 0.00010647650327066691 -0.00094827380289821332 -0.00015356304669049607 0.00044115181774223274 0.00040421300033832014 -8.7430700494114667e-05 -0.00064704064284119562 0.00025083363083460396 0.0002525565960982288 -0.00069105779371299726 0.0001054435936363644
leaf_count=29559 41820 3786 7713 3273 94773 82198 18652 4219 1300 9918 258 10118 912 1407 1724 1387 1527 21 20663 3837 109 6382 341 1808 840 146 6559 3415 200 3066
internal_value=0 -0.0166598 0.0461309 0.0996731 -0.0221701 -0.0335284 -0.0171161 0.0534213 -0.0301273 0.0191857 0.118214 -0.023078 0.0204216 0.0458137 0.0856967 0.114626 0.153124 0.0194328 0.0168584 -0.0516251 -0.00273532 -0.00030213 -0.12457 0.336331 0.236146 0.199381 0.237261 0.139335 0.034105 -0.0726302
internal_count=361931 332372 21518 13805 310854 251671 166407 23711 142696 44086 11984 32102 59183 10532 9125 10531 9144 21984 21963 98610 48652 48543 6723 2066 5059 7617 6705 7401 3986 85264
shrinkage=0.000980392


Tree=3453
num_leaves=31
num_cat=0
split_feature=1454 1431 917 697 284 1120 397 980 1248 1315 79 360 776 756 5 218 1049 1467 353 1116 156 1220 1459 693 139 1251 1173 483 692 357
split_gain=12.1381 12.4114 15.7565 15.4316 17.9024 17.1408 14.5209 16.0691 15.791 16.5119 15.6789 15.338 14.892 19.8877 14.4192 14.7627 18.4569 17.4416 16.9023 15.8037 15.689 20.5987 15.4047 20.5999 19.178 20.4882 15.8594 15.1888 16.9227 15.2485
threshold=-1.0640499357927207 1.8641952677858011 1.9724949828737064 -1.5483861711767273 0.76316989312260486 -1.4417132975590763 2.2339734547264651 -1.5159171936382523 1.4966547223343005 0.26648455616813943 2.8432044943022809 2.6407568314543304 1.0655000490264295 -1.6026595041879164 -1.170740787557097 0.013393391542677983 -1.6751586206653331 2.500819528513873 -0.65841776635209626 -1.3656029268089311 1.2204450406059286 1.495477173205306 -0.028369740785481889 1.6421514818497867 -0.11565167728940023 -0.80777825024729477 -0.71082126996065853 -0.60628503543219725 -0.89693823916078119 -0.82903446805387115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 9 11 -11 14 -9 -14 -5 16 19 20 27 -16 22 -22 -18 24 25 -24 -25 28 -17 -30
right_child=1 2 -4 6 -6 -7 7 12 -10 10 -12 -13 13 -15 15 18 17 -19 -20 -21 21 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=-0.019992113585727299 -5.422897062731959e-05 -0.033094027376664448 -0.024428440234282752 -0.018552177961654412 -0.030834024788651916 0.047995442820167822 0.11995792613568386 0.0012012955316505342 -0.021591507269457688 -0.010349048850492419 0.055894128400976864 0.069239368798075226 -0.057920973142153678 0.083948767714430828 -0.021223748101084398 0.088240666429547879 0.0029250584461785667 -0.04915453882532584 -0.0093083610160448419 0.12352387100656 -0.031159298989818368 0.092617693197579731 0.039183187982898632 0.15533911168855216 0.03648046315221181 -0.010951071188306289 0.043367406874154212 -0.000203338666643823 -0.032918430667418404 0.046956306645100254
leaf_count=604 344606 64 872 778 99 281 41 425 1002 5787 58 40 45 72 22 62 2080 88 2578 38 348 23 143 24 462 492 52 570 89 86
internal_value=0 -0.00371098 -0.076681 -0.0596788 0.431096 0.705688 -0.0742307 0.341256 -0.0908847 -0.0679297 -0.189846 0.00371489 0.244705 1.11827 -0.00561242 0.0277503 0.141254 0.118151 -0.0922619 1.57556 0.147044 -0.420276 0.198819 0.423113 0.326156 0.0521122 1.55104 0.249428 0.777051 0.31218
internal_count=361931 361327 16721 15849 444 345 15405 583 14822 13820 5845 7975 542 117 7935 7157 3772 3712 3385 60 3624 371 3253 1173 1097 635 76 807 237 175
shrinkage=0.05


Tree=3454
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 268 785 791 858 927 892 650 691 996 1071 813 518 428 924 1252 978 556 633 1443 557 1452 1470 1459 759
split_gain=23.2808 20.947 28.1674 33.2291 29.5537 51.2024 27.6576 28.7109 27.5661 34.1173 27.1546 26.4429 25.8657 25.3348 24.4373 25.0977 24.0651 23.7605 22.7573 22.5329 23.0154 23.0588 22.1269 21.9635 21.8983 21.7025 21.6965 38.9009 27.3242 24.0998
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.58460966528228819 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 1.0342428102238199 1.6923072129381651 0.29073615932568342 1.0565563832172893 0.69084194168817237 2.1641256470006294 1.0794040238867422 -1.0211593192430943 1.8999064755685127 2.4192096387169548 2.6375975511520715 -1.1872183965669325 -0.96673487256783863 1.593744732512876 -0.82454127623603324 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 8 -6 7 14 16 11 -11 13 26 18 15 -3 -4 -14 22 -5 21 23 -10 -21 -7 -24 -2 29 -29 -28
right_child=1 6 3 19 5 24 -8 -9 9 10 -12 -13 17 -15 -16 -17 -18 -19 -20 20 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=4.1808711508822275e-05 -2.5218431105957286e-05 0.0001342251134707272 -6.3322992645804815e-05 -9.1731236681952567e-05 -6.0345667337835641e-06 0.0002944331303625024 -6.3133840971510359e-05 0.00026479960530904564 0.00060205258047633112 6.1478739676335274e-05 0.00032813687487456107 -0.00022767428893482472 9.0942619486734409e-05 -0.00012193033365411931 -0.0002057783169563105 -0.00013651814732082573 0.00010948785543724795 0.00046367354205701571 6.115987130696179e-05 -0.00034902195545104384 0.00089433778665975767 -0.0013592072480258608 -0.00081323572468837055 0.00012382707002350519 -8.9586709201557228e-05 -0.00015498520602482481 -3.7022345152744268e-05 0.00053604041742569947 -4.0194955976269915e-05 0.00020452305963009588
leaf_count=29559 41258 7401 94773 79939 18652 4219 7713 3273 157 9918 2066 4238 5368 8473 1407 1724 3837 857 17158 897 171 73 644 4184 840 1432 7384 1277 531 2508
internal_value=0 -0.0222925 -0.0278485 -0.039561 -0.0215678 0.0510561 0.0410772 0.0957548 -0.0349542 0.0146848 0.116047 -0.0285146 0.0161173 -0.00475463 0.0436145 0.0832623 -0.0565892 0.153519 0.0385368 -0.0823173 0.0742649 0.0422323 -0.22712 0.061776 0.240214 -0.316014 -0.000242733 0.0825706 0.37514 0.0276111
internal_count=361931 332372 310854 251671 166407 23711 21518 13805 142696 44086 11984 32102 59183 27864 10532 9125 98610 6225 19391 85264 5325 5154 2233 5081 5059 2076 52958 11700 1808 9892
shrinkage=0.000980392


Tree=3455
num_leaves=31
num_cat=0
split_feature=691 3 612 152 1043 1459 1449 1449 1450 1451 1453 1463 1449 1470 1451 1449 1457 132 1449 1450 1450 1457 1466 1450 1449 62 1451 1463 1465 1450
split_gain=12.1523 14.6795 17.9845 14.8281 14.5706 16.5575 27.4919 35.9987 33.3821 36.3531 33.1506 31.921 33.1501 30.6462 30.1633 28.9588 43.0588 34.2915 28.8751 28.7269 26.6831 38.8314 25.8018 27.0294 26.1249 25.5115 25.108 42.7048 26.5794 25.2523
threshold=2.2690240148833634 2.537218468578645 1.0000000180025095e-35 1.0646746574299508 -1.2240551896020802 0.46383055849355342 -0.32183734465273589 -0.28903415273037497 -0.37346915815988274 -0.014448310177426709 0.39569310246869788 0.26178017910560175 -0.39088443435644399 0.360274951809401 0.59897055457132509 -0.24052749074957577 -0.043924821398005055 0.78503818553128546 -0.2094576419135441 1.6828091806376053 0.87081989481316024 3.9189526428767678 0.13570282401931955 0.059614261619994738 -0.49432450522050975 -1.2811150420666217 -0.15707538432179122 -0.11337658786490251 1.661392035409482 0.88343564287383192
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 25 8 19 14 22 20 12 -12 15 -7 16 17 -9 -17 -8 -11 -22 24 -24 26 -6 27 28 -10 -29
right_child=1 2 -4 -5 5 6 7 13 9 10 11 -13 -14 -15 -16 18 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0027716837359311164 -0.0048929468763276307 -0.0041087484359530061 0.12800944539518308 0.084332025324972193 -0.0029081633269262518 -0.0036220668918612712 -0.025351950699226036 0.015580920596421986 0.025700526431785747 -0.010356461974950808 0.015233806765040376 -0.0013825151319255865 0.059244737148100191 -0.0091614678329101466 0.012028047226594722 -0.02366112456893292 -0.0079829719385836034 0.056650932873254824 0.0011142166318267213 0.061010234491066906 0.011080075708498565 -0.044497006374010419 -0.027209903348869909 0.0085796242585771312 0.035374629949653326 0.00021628430455616221 0.036022999314077375 -0.011372806983113208 -0.029687031107091134 0.020408544725379112
leaf_count=34712 11353 120 24 25 51706 8421 1179 874 1618 2957 1483 1314 198 4050 1759 751 733 327 31541 38 1790 179 362 1850 785 199581 519 1166 134 382
internal_value=0 -0.0856042 0.586003 0.300976 -0.0019015 0.00241464 0.0341561 -0.00279236 0.0921823 0.15739 0.0535963 0.23045 0.424334 0.00821904 -0.01044 0.0291908 0.291205 0.531492 0.0131247 -0.420087 -0.0634041 0.129141 0.272212 0.0784598 0.364165 -0.00652411 0.286686 0.214449 0.444926 -0.0552985
internal_count=361931 11522 169 145 350409 315697 64410 39493 24917 14737 7921 2995 1681 38276 10180 34226 1934 1201 32292 1217 4926 1969 6816 2212 4604 251287 3819 3300 1752 1548
shrinkage=0.05


Tree=3456
num_leaves=31
num_cat=0
split_feature=659 450 842 82 905 1036 840 15 705 747 908 497 21 813 126 817 118 1022 1398 944 284 970 981 1463 1450 1457 1457 487 528 1316
split_gain=12.3242 27.3711 22.7754 20.6763 18.3038 21.9251 17.9942 16.8297 16.2785 26.1737 24.5457 21.9922 20.3845 21.478 29.5791 23.4144 30.438 25.4721 22.0907 23.0304 21.4532 21.2856 21.2695 20.152 24.5005 27.6271 25.6864 26.9921 19.8372 22.0874
threshold=0.62821384419828064 2.2203088264540187 2.3752998519744484 -1.2516974807046954 -0.26991093008970174 -0.48518596800527197 1.0645487257366459 0.98647040357437843 0.87723755459486374 -0.93005070605929763 -1.5061803231157327 2.4192885550665473 -0.70163543588998201 0.44561103650162237 -0.67811062752501949 -0.5605470670690903 1.1315434704044114 1.6652700289553766 -0.755441876385886 0.53713281317862982 -2.1026690906490892 -0.77373803060814905 0.85006339700011291 0.25173025313656361 -0.73306074187048675 -0.45561815292687652 -0.40593421939817159 1.8321264847951528 1.3633726830512116 0.77018201009994369
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 7 6 -6 -5 -3 12 -10 -11 -12 -1 15 22 16 17 18 -14 -20 -21 -16 -15 -17 -25 -26 27 -27 -23 -30
right_child=1 2 -4 4 5 -7 -8 -9 9 10 11 -13 13 14 21 23 -18 -19 19 20 -22 28 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0014115640341203883 -0.0025449418764321172 -0.040796178426083317 -0.035590109963656018 0.026662841879966759 0.018821487203604177 -0.0047870503597175849 -0.0084110818154592166 0.042712403600945643 -0.020147925636842284 -0.0094593715814743282 0.0019500879198946339 0.012039014262711166 -0.0049410490202324445 -0.0065013869870920119 0.0077027899126506892 -0.0043228291321075396 -0.0086459352799775468 -0.0067826555529096541 0.0015745511226364342 0.13301434470964368 0.0085434611638997311 0.0018648004552059229 0.0063570410716562503 0.0076624044576329708 -0.0081574209761464556 0.020736639386694896 0.00033934146581459686 0.13761351566429875 -0.0037695790832415229 -0.033390034446181681
leaf_count=72267 53264 213 146 1012 662 1123 196 31 1024 3214 53318 2695 4693 9542 7435 62307 5059 3729 20028 21 7391 27214 1984 4670 6810 512 9541 33 1436 361
internal_value=0 -0.0360812 0.146705 0.181713 0.222637 0.0894277 0.422484 -0.512189 0.00192856 0.034974 0.0400755 0.0493206 -0.00707384 -0.0204999 0.0191451 -0.0378884 0.00539844 0.0269401 0.049099 0.0731016 0.176492 0.049496 -0.083453 -0.0628645 -0.000666238 -0.042816 0.034625 0.54615 0.021725 -0.198228
internal_count=361931 56647 3383 3237 2993 1785 1208 244 305284 60251 59227 56013 245033 172766 47972 124794 40921 35862 32133 27440 7412 36446 11526 83873 21566 16896 10086 545 29011 1797
shrinkage=0.05


Tree=3457
num_leaves=31
num_cat=0
split_feature=888 785 713 803 597 126 567 694 1465 882 791 737 657 762 296 980 695 1346 540 227 983 1454 1461 6 1071 401 972 1030 395 359
split_gain=22.715 22.3743 21.209 19.4643 44.105 29.0388 27.2926 23.8155 22.0119 19.8694 31.4307 28.9217 27.1099 24.7459 24.4047 21.0415 20.8515 21.5088 20.6942 20.0238 19.8541 20.4545 25.9923 19.8068 19.2564 19.0529 21.2165 20.4406 19.3126 21.0335
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.85523949479533445 1.3592535390735871 1.402259659649604 -0.053810745209331094 1.2068919961524249 0.0022353841619276822 1.0000000180025095e-35 1.0000000180025095e-35 1.4683293454868511 1.0000000180025095e-35 -1.0960034121370106 -0.8071344086688389 1.6523040341855757 -1.3193757686388348 1.0563443891937105 0.99026637822014563 0.30459523073262351 -0.29625547643962863 -0.63228822985738853 0.56849382259836123 0.8039925795042574 -0.83372348323441781 0.66778437295061321 0.76462181712483079 1.4217378407974357 1.0000000180025095e-35 0.6015404722991925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 8 7 -7 -6 20 10 12 13 14 -12 -3 -14 -15 -18 -11 -13 21 22 -5 -23 -22 27 -27 28 29 -20
right_child=-2 3 -4 4 5 6 -8 -9 -10 18 11 19 15 16 -16 -17 17 -19 25 -21 24 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00014270830229176566 -6.9607012088294666e-05 6.6393546833370455e-05 6.9806112858174075e-05 0.00015406872532833536 0.00027806426646167381 0.00045359460978536736 -0.00072249993198787873 -0.00013081863317822458 -6.6340882667603645e-05 -1.9456091038901459e-05 -0.00010719429449901067 0.00037342833706524592 -0.00011950165087715878 -0.00021394051512988208 -6.9932404953229309e-05 -0.00036287420209267561 8.7419050590890863e-05 -0.00012753149379451671 1.0690668619330918e-05 -0.00011593128207148332 -0.00023440615144875877 8.623480809880898e-05 0.00065747998336396489 -0.00017142445606210693 8.5816423097905242e-06 0.00023910444259330306 -9.7744512393994426e-05 -0.00049197735520237608 0.00011189149511118875 -0.00026222617407788802
leaf_count=2683 46198 8809 23889 3715 4891 116 273 690 15804 109968 12048 1718 20668 1736 40012 2010 16575 2795 8976 640 2151 7504 513 1770 13087 3304 903 487 6291 1707
internal_value=0 -0.00907797 0.0516526 -0.0153208 0.0239215 0.192735 -0.361785 0.231693 -0.00163134 -0.0245896 -0.0495126 0.00999727 -0.0782248 -0.00944135 -0.0452778 -0.144538 0.0351725 0.0566118 -0.00617311 0.258523 0.0359043 0.0967916 0.227023 0.0397242 -0.0216864 0.0546288 0.171017 0.0188088 0.0300438 -0.0370984
internal_count=361931 315733 26572 289161 50514 5970 389 5581 44544 238647 107011 35512 71499 33154 48821 22678 21106 19370 131636 2358 28740 13502 4228 9274 15238 21668 4207 17461 16974 10683
shrinkage=0.000980392


Tree=3458
num_leaves=31
num_cat=0
split_feature=785 516 789 452 506 564 515 837 898 1366 500 623 566 348 728 650 703 930 921 924 854 797 768 651 486 476 288 797 866 909
split_gain=23.5467 21.1518 25.7392 22.8741 56.7294 30.2065 22.0443 22.5929 21.1945 24.5531 22.3479 21.1154 27.0111 22.2826 21.9103 35.0306 36.7164 33.2477 31.4954 28.2344 25.4097 36.2571 24.3805 23.929 24.3316 25.6675 23.1958 22.3374 25.4946 33.1591
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 0.60725649753328859 -0.33605752069368178 1.4188032667957222 1.4353143596930875 -0.12570290937679326 1.0301339882792588 1.0000000180025095e-35 1.4155676088523064 1.9538269969423816 2.1059719136688364 -1.617447066059148 -1.3163276726681863 1.253152870847948 -1.4278711406352407 1.0000000180025095e-35 1.0525743831388839 0.38785916688843908 -0.87473648844905705 0.63961785378869596 1.4942126327982546 1.1107569744011787 2.0484035352518002 0.52296557744356353 1.7036534467031745 0.63961785378869596 0.5880156106821478 1.3552517528556072
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 11 5 -5 6 7 8 9 -2 -11 12 14 -13 15 17 -17 23 19 20 21 -16 -18 24 25 -3 -19 -22 -29 -30
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 -12 13 -14 -15 18 16 22 26 -20 -21 27 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=4.2057997365651683e-05 4.6560660587089791e-05 -2.6785209621016205e-05 -7.5399954658240088e-05 0.00024534451300127686 -4.0703654637176403e-05 -0.0001810719775823643 1.2310706529502202e-05 -0.00011424051064058433 -0.00017551358898441335 -0.00012350803552809922 7.5742685507667037e-05 -0.00054392748116733215 0.00012402338167661465 0.00012558997290048124 -3.9122837890257972e-05 -0.00016707331441619832 0.00034607629069574987 -5.1582033927507588e-05 6.0846165757637501e-05 1.2425103868469686e-05 -5.7025140329969931e-05 0.00035085031373593094 -0.00020601645802891485 -0.00017144045614759609 0.00058070937953311056 0.00024618297833911242 -0.00047105462173314575 -0.00022465067952682274 -0.00011718812800060917 0.00044037653066120993
leaf_count=29559 18765 3424 23724 4108 17725 10410 27590 38221 5785 13337 4338 313 6791 8070 3902 1172 3626 9446 18123 36804 55925 1414 479 1229 496 3215 682 10246 2398 614
internal_value=0 -0.0223741 -0.00750176 -0.0462722 0.0244824 -0.0604336 -0.0476538 -0.0688808 -0.0316951 -0.0116092 -0.0775222 0.00260774 -0.00358803 0.109045 -0.0104501 0.0510727 0.209267 0.00511411 -0.0228408 -0.0383465 -0.0657028 0.0810457 0.298421 0.108301 0.157997 0.119269 -0.0811865 -0.0788517 -0.1682 0.0159214
internal_count=361931 332372 192093 140279 21833 118446 108036 80446 42225 36440 17675 168369 159986 8383 153195 23769 5277 18492 129426 111303 74499 5316 4105 8364 7135 6639 10128 69183 13258 3012
shrinkage=0.000980392


Tree=3459
num_leaves=31
num_cat=0
split_feature=1022 1016 1222 1106 1237 147 186 1388 273 873 687 1116 1104 794 846 1032 777 143 482 1242 677 1470 1469 710 705 43 967 540 1358 769
split_gain=12.2232 26.8011 21.6655 22.616 17.6743 23.5507 17.6135 19.7182 20.8967 19.4173 18.4943 18.2945 17.3662 17.1589 21.8131 21.8734 19.9069 17.6446 16.9397 16.7355 16.7055 24.5769 33.9674 28.0158 23.9649 22.7242 22.6398 21.6487 20.2298 26.2987
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.2281653790456704 -1.5857730346295791 0.5723095224056084 -0.76393591234424429 1.8254083151058917 -0.34406065403576636 0.62477286596990156 2.242218440812676 -1.0397082921099701 -0.63053120909254978 -1.6866812369075621 2.2041218380651819 1.3041972687851178 0.276215849165587 0.31898543040465238 0.49987443079700039 -1.1250370744741123 0.29093398730055242 1.0000000180025095e-35 -0.30201883572949845 -0.8778463702791649 2.3971962946690604 1.7937734320387331 2.2744972866152193 0.013231562782584074 4.1915420410862367 1.3867751058191389 -0.82722291691087224
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 20 12 9 8 11 -3 -9 -8 -6 -4 16 -16 17 -15 -10 -18 21 24 23 -23 26 -22 27 -5 -28 -30
right_child=-2 6 13 4 5 -7 7 10 18 -11 -12 -13 -14 14 15 -17 19 -19 -20 -21 25 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.020485935562150667 0.00037668297212688256 0.00018891122629634491 -0.012164868548511145 0.0028466445817706275 0.086552393132758809 -0.013711572952679531 -0.02938236330703721 -0.034340253840628492 0.066579093393457051 0.008333596482946827 -0.0088054168887964062 0.0036660891197427929 0.0034556676646764119 -0.037212859886024095 -0.02107333579695201 0.19547473403963039 0.11809369303202244 0.043715708743922152 0.011208081525553002 -0.057252932580014543 0.0028256373102334008 -0.00097739081929449842 -0.0094590246468760943 0.031215817952874952 0.051381976037808856 -0.034613926194073288 -0.0092969909007072967 0.048328978715673945 0.060518032112204335 0.0016391753298346514
leaf_count=2190 190674 82170 9262 12688 56 6481 509 636 80 3423 2289 694 1784 209 24 24 35 70 667 23 12458 8429 18623 414 192 328 6421 111 110 857
internal_value=0 -0.0202551 -0.0599347 -0.0462912 -0.0398342 -0.18014 0.00434547 -0.140313 0.0544498 0.0115296 -0.26657 -0.167715 0.125072 -0.211059 0.400654 2.35185 0.144013 -0.218279 0.352694 1.57133 -0.0265314 -0.0539924 -0.110642 0.0153581 0.0157509 0.0438018 0.00725635 0.0698412 -0.123581 0.239048
internal_count=361931 171257 80789 71142 68952 8321 90468 4875 1950 85593 2925 1203 1840 9647 385 48 337 279 747 58 60631 47845 27466 8843 20379 12786 20187 12799 7388 967
shrinkage=0.05


Tree=3460
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 830 710 691 878 730 783 514 934 603 660 563 1022 146 462 706 907 461 8 982 107 1002 209 635 29
split_gain=22.0183 20.9049 21.3831 21.3651 20.843 46.2785 20.6608 19.5119 23.3845 19.2431 18.9639 29.2484 24.7274 24.6971 20.5864 22.4303 18.7899 18.3226 19.9257 18.6727 25.1856 18.2806 21.4638 18.257 18.2007 18.1085 18.0405 20.7228 18.0099 17.9966
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 1.8227892136636004 0.76029184741838574 -0.3266635670241857 2.630508148566769 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 2.0405992520496379 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.7353186015506989 0.51732753832957667 1.0000000180025095e-35 -1.298475463871557 1.7621802667917166 1.0000000180025095e-35 0.69854289147193727 0.22544705337143342 -0.30705645097117101 0.82152675923177465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 10 5 -3 7 9 -9 24 11 12 -4 14 15 -12 21 18 19 -2 28 -15 -23 -17 26 -10 -5 -28 -21 -14
right_child=1 4 3 6 -6 -7 -8 8 25 -11 13 -13 29 16 -16 23 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.2513722662736229e-05 -4.7884863936012761e-05 -4.9622860406830886e-05 4.2499731045341464e-05 0.00024020009673527076 -6.1829773467858128e-05 0.00039431109738583572 0.00044755102886845404 -0.00043827911201252959 0.00038487736835085703 -0.0008741528749367396 0.00015821840779620911 -6.9196472001144786e-05 0.00053751021914319886 -0.00014261452284692778 4.2122269849454952e-06 -0.00042423590714261414 0.0008321911355664137 -1.3236435729078901e-06 0.00028808995011339004 -0.00034906856159703923 -0.00069437411817754868 0.0006151658281842268 -0.00014634080806383146 0.00058896446834302049 -0.00042137800988333452 -0.00046538080467859149 -0.00041821359045370846 0.00022787346134983325 0.0029593131777680224 -0.00019232801341163128
leaf_count=29559 85846 4821 6880 4341 93730 1384 894 642 406 76 2134 17685 816 2949 1982 101 97 103001 802 24 596 322 364 996 226 167 431 412 22 225
internal_value=0 -0.0198293 -0.00902843 0.0353003 -0.0524216 0.0800463 0.13698 0.098298 -0.154063 0.150151 0.01128 -0.0199472 0.0913909 0.0971034 0.191554 0.2895 -0.0414102 -0.0198432 -0.0474757 -0.0515366 -0.539423 -0.0689873 0.252994 0.527069 0.165084 0.15998 0.190174 -0.09102 1.37264 0.408745
internal_count=361931 332372 232437 42146 99935 6205 7595 6701 1215 5486 34551 25606 7921 8945 5213 3231 3732 190291 87290 86488 642 3635 686 1097 5410 573 5184 843 46 1041
shrinkage=0.000980392


Tree=3461
num_leaves=31
num_cat=0
split_feature=785 652 844 495 1112 830 428 291 767 980 921 417 836 281 430 214 912 1321 156 1258 1120 588 719 728 650 760 231 152 687 816
split_gain=12.2252 13.3413 19.5053 18.8953 24.1489 20.5548 20.8683 21.8831 20.4443 19.1367 18.9331 20.9907 18.1447 18.8867 17.8951 19.913 17.8349 17.6785 17.4011 19.6953 24.987 17.3491 28.0516 22.378 23.3525 21.0733 20.5623 20.4483 20.2501 20.1712
threshold=-0.86283290253235112 -0.55024281929118113 2.4471121278670656 -1.2356503748313998 2.8648355898938016 0.70639586890216266 0.42573249095458393 2.429105911618584 -1.7483275641804346 -0.87249951497994294 0.62154522891879982 -1.5253415408848754 -1.1494152849959232 0.48643791890827709 1.3468049221216709 -0.79086376478026799 1.9448114091673692 -1.3042131388503162 -0.58038445918863546 0.77751714016723705 1.4576406699691635 2.250834115212506 1.0000000180025095e-35 -0.49008176997875957 1.6923072129381651 -0.7212149146639677 -1.0885716575707245 -1.1366185236016191 -0.36187447753546881 0.98567350059335823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 21 4 -2 6 7 -5 -7 -9 11 -10 13 -13 -4 -16 18 -12 19 -8 -21 23 25 24 -3 26 28 -27 -23 -25
right_child=1 2 14 5 -6 8 16 9 10 -11 17 12 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 29 -26 27 -28 -29 -30 -31
leaf_value=0.001935370631692108 -0.0084642493930879806 -0.00021929010196385297 0.0087707644764730454 0.00097553570312138233 0.069256784267044902 -0.028727200958336044 -0.0013104944207172949 -0.018691806251682375 -0.019606697837582596 0.029307466944316046 -0.02303481043530815 0.087101426628783299 0.0027857432106229273 -0.040869165524444161 0.020997778770251913 -0.026850339569727884 0.012178584147794899 0.011121643823579289 -0.0054242027188348913 0.010310915104587835 0.072393702078574901 0.071958476979927272 -0.0035865419632499945 -0.0027836517221461192 0.0074647576930233417 -0.014490064895934416 -0.0077398401400318095 0.011644319516298116 -0.0078402655567354797 0.000526154910252018
leaf_count=29559 4856 33216 4627 54530 41 306 4985 160 726 536 195 58 16568 24 169 485 844 4963 16056 928 87 67 5747 139923 6033 431 1430 5026 71 29284
internal_value=0 -0.00860348 -0.0194592 0.0122953 -0.147267 0.0181857 -0.000150621 0.0250258 0.0760047 0.415103 0.0827368 0.0471352 0.0606766 1.12891 0.124792 -0.261453 -0.0564614 0.197838 -0.0695319 0.0329763 0.310281 -0.022953 0.0550635 -0.028838 0.0202748 0.138535 -0.0781359 0.199388 0.687225 -0.0418058
internal_count=361931 332372 226509 105863 4897 100966 78126 55226 22840 696 22534 17376 16650 82 5281 654 22900 5158 22056 6000 1015 221228 12772 208456 39249 7025 1568 5457 138 169207
shrinkage=0.05


Tree=3462
num_leaves=31
num_cat=0
split_feature=184 816 266 144 903 693 523 147 16 1469 207 1140 633 1121 914 833 910 351 279 286 222 1114 553 3 114 547 69 220 431 560
split_gain=12.0971 17.8448 16.2226 15.9973 19.2614 16.9926 20.098 19.9817 18.8233 16.7561 19.7837 17.1398 16.8291 16.8222 16.275 18.3742 15.9639 15.4364 20.3677 18.1966 17.4133 15.5154 15.5374 15.4234 15.1861 15.0584 15.0295 14.9761 15.4097 14.714
threshold=1.384368771371848 2.9000507500104784 1.0000000180025095e-35 1.3470010873789862 0.92330548498355569 0.63793269385245488 2.1829119814681102 -1.1378832746751428 -1.6977326926170564 1.510147188037138 -0.51335641308337998 1.0000000180025095e-35 -0.97661613596281016 0.46519485360239565 1.7367145528016599 0.90622886299847627 0.35419748887788821 -0.3440601639446797 0.78710470437388314 0.39098017471353025 1.8986943524685318 1.4770563138319508 -0.11779146289539687 -0.24653988425172971 2.0804142706199635 1.0000000180025095e-35 -0.59613880634257377 -1.0371548156252401 1.6157634235577079 2.4006304454045675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 14 -9 10 -6 12 26 -14 15 -7 -11 27 20 -20 21 22 24 -13 29 -23 -12 28 -10 -19
right_child=1 2 -4 4 9 6 -8 8 17 16 11 23 13 -15 -16 -17 -18 18 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.8668849359841007e-06 -0.0036378200663035065 0.011291070366142892 0.09219407254192663 -0.0171427105854681 -0.024778862961772403 0.008756628462376459 -0.038678956662214166 0.034460688308790857 0.0069964500738523509 0.14127552067687407 0.13363832068913822 -0.011603855620402934 0.010514706362279223 -0.071532171415591109 0.084618192789793517 0.064226079536548228 0.0018991085232779319 -0.020172455626991534 0.015061215826448024 0.065264110191464442 0.056729779717381579 0.040908276368335536 0.0065777754455014596 0.096268082406405456 0.065319575442376696 -0.050574761151924753 -0.0083325638734661339 -0.012187141843266715 0.096562077384773223 0.063430104749853597
leaf_count=327143 24564 92 42 2689 278 499 222 248 442 26 23 34 124 63 58 94 31 1099 563 116 59 214 1108 61 28 52 30 1863 39 27
internal_value=0 -0.0518033 0.733214 -0.0564476 -0.233639 -0.0378928 0.0727676 0.0952723 0.0464224 0.148739 0.0290964 0.429292 0.0588252 -0.277717 0.493226 0.372454 1.51552 0.0144353 0.125819 0.482543 0.0144595 -0.0253255 -0.0939961 1.29486 -0.29749 0.573443 1.39479 -0.14448 0.275348 -0.350695
internal_count=361931 34788 134 34654 3359 31295 6731 6509 5858 670 613 335 240 187 651 593 57 5610 3266 679 2587 2528 2262 95 1154 266 53 2344 481 1126
shrinkage=0.05


Tree=3463
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 597 620 207 624 491 54 761 900 1449 1454 292 242 967 626 838 831 1124 85 1454 1468 1458 1459 1465 1046 1400 912 967
split_gain=12.115 24.9381 20.0713 16.3776 16.2689 20.1609 24.8095 22.5426 22.0349 22.1007 21.5122 18.9029 19.8387 18.8698 18.6029 23.4053 20.8412 18.2859 18.1912 18.1795 18.1744 18.0794 26.3244 19.205 18.1992 19.2381 21.5749 17.8697 21.5632 17.7879
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 3.1596628491584919 -0.28959903995613662 0.12111942105012007 -1.7542970784702376 0.19632875384436041 -0.42445565733332025 -1.7279891435141093 0.26947881648310817 -0.26335427453405108 -0.934017357391003 3.5827016099618318 1.0686036697615287 2.3555823635044288 -1.3380520127373321 0.95892682736533386 -1.3345673061720158 3.9442145540530604 0.25384953398322113 -0.91909735138557946 1.0056208477415762 -0.4840465965134057 0.4717617753106515 0.10916358337760808 0.92555223636877326 -1.0493919190674392 -1.0276578377677263 -1.0934216535851655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 -7 8 14 -10 13 19 20 -8 17 16 -16 -2 -19 21 -13 22 23 -6 27 26 -26 28 -23 -29
right_child=4 3 -4 -5 11 6 10 -9 9 -11 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 24 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.003737382708183449 -0.0020006367804428818 3.2600495372153019e-05 -0.0037273875787079171 0.017046557118558195 0.016289542047928821 -0.024451600458557328 0.0015447327742572627 -0.0027955938282941514 -0.026327684926250129 0.0054220132990371595 0.0074646365876389455 -0.024828170358941519 -0.001608169574287179 0.094281142731304557 0.034540763153190775 0.069310113322171144 -0.018717121323023059 -0.014099143956939451 0.017112706626349682 -0.027178533228269026 0.0030995673977826099 -0.011388438455530973 0.039123622175118354 -0.0050365222307410112 -0.0025489337920117693 0.010470317449538757 0.016139876500872868 -0.011073351038177798 0.013756832863593405 -0.00037010367083730209
leaf_count=4504 8576 88812 70184 606 1176 554 19881 19051 404 16017 12510 1070 57914 25 100 41 1524 411 1397 356 493 646 290 1189 4687 4126 918 2313 2238 39918
internal_value=0 -0.0201825 -0.0596197 0.00357461 0.00761119 0.0319149 0.0734943 0.00160995 0.0439556 0.0972301 0.0800327 -0.00992259 -0.0386373 0.0334502 -0.0336369 -0.259727 -0.305353 0.00428057 0.226433 0.0197604 -0.310479 0.0227198 0.210119 0.116539 0.0138264 0.0996947 0.0117195 -0.0066383 0.172199 -0.0185859
internal_count=361931 164106 74688 89418 197825 80491 32970 47521 28470 16421 32416 117334 59477 19906 12049 1665 1624 10384 1808 57857 1563 57501 2655 2365 54846 9731 5605 45115 2884 42231
shrinkage=0.05


Tree=3464
num_leaves=31
num_cat=0
split_feature=50 56 1470 1454 581 1184 1034 701 1466 851 353 1388 810 678 533 1171 702 832 1238 491 503 182 773 1453 1048 1380 1453 281 1463 427
split_gain=12.0906 23.1913 18.3836 17.9949 17.5053 17.1021 16.8604 19.4295 20.0696 20.1183 19.237 18.306 18.0816 20.1959 19.785 24.1377 19.7782 20.0065 19.5859 20.9772 18.0502 17.6671 20.8784 17.5491 17.2932 17.1456 17.1299 17.0571 17.5954 19.6231
threshold=0.55630078546380823 1.0000000180025095e-35 -1.3782462404802098 -0.98478334500156417 2.1516800948178267 -0.51755231925735157 0.71742563768805134 2.0098928981195092 2.7761894192587961 0.68308976018130074 -0.6195516173741602 0.20697115313087269 -0.65819684525605759 0.34708990927187483 0.66959453337990815 0.30028666319685293 2.308762323842084 -0.96252557791375859 1.6236383842237581 0.70359270119492112 2.7622173093191398 0.80071687052116158 -0.67576508412440328 4.3161488702054323 2.8801247924195814 1.9190695071051269 4.9333407588813172 -1.3362325463332969 -0.052537044703927886 -0.084722562701629228
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 -1 -6 10 8 9 -8 -4 -9 14 -14 16 25 23 -18 20 21 -15 -20 -23 27 -11 -16 -25 -12 29 -29
right_child=3 2 6 -5 5 -7 7 11 -10 24 12 -13 13 18 15 -17 17 -19 19 -21 -22 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.0017340041543808815 -0.013379401450850365 -0.021396389436884176 -0.0016258558089583112 0.001126109139290705 0.002838835418420717 -0.016366879149867335 -0.0014401950645682364 -0.036247837390714716 0.01737334910043976 -0.015361536096217505 -0.021052717424051081 0.0030890569540626325 0.0013244387921262962 0.0068493802995361272 -0.0046139187552117428 -0.023038155470915353 0.034182321221422056 -0.03335394848753688 -0.021036618385748045 0.018539198646209006 -0.026534890228176723 -0.0491928581209507 0.038294662339100269 -0.056285737947965153 0.082284351803801642 0.03900716785827657 -0.0066150319579691315 -0.0054052219339720316 0.0049787397642025565 0.002626254557440838
leaf_count=118630 1290 473 33954 82873 1631 3397 23410 499 606 1998 545 253 44834 17192 2140 928 49 354 1206 333 213 69 135 114 22 105 249 6536 9821 8072
internal_value=0 -0.0119023 0.00534191 0.0189146 -0.0402937 -0.214512 0.0067817 -0.0465088 -0.0363301 -0.0471971 0.0175534 -0.433011 0.0332777 0.0552763 -0.010927 -0.173141 0.00881347 -0.465732 0.111782 -0.14472 0.130005 -0.291126 0.338596 0.01638 -0.280937 -0.0479452 -0.448545 0.0233419 0.0305272 -0.0179489
internal_count=361931 277768 154110 84163 123658 5028 153637 26788 26036 25430 126849 752 92895 63982 28913 3173 25740 403 19148 1743 17405 1410 204 25337 2020 2245 363 24974 24429 14608
shrinkage=0.05


Tree=3465
num_leaves=31
num_cat=0
split_feature=522 1437 1388 694 830 845 1320 899 1397 609 1323 208 776 706 1242 270 83 430 1371 424 834 690 289 553 361 953 912 158 316 795
split_gain=11.9914 18.576 16.7768 18.2305 18.9437 17.9716 19.4735 17.6766 22.6329 17.6203 18.5555 17.4064 17.1567 18.347 17.6636 17.0206 16.7673 17.9635 16.675 16.4881 17.5537 16.5825 20.7599 16.5144 16.3484 20.6852 17.3996 22.1276 18.2257 17.5787
threshold=-0.71745339412579689 3.5253024523165304 2.3422194059015995 1.4410699139383063 1.9329096456298644 -0.090156864662131228 2.1748863312271163 0.90220760911712117 -0.68348302252925452 1.6285028476148826 -0.78777837829378172 0.90803576617975656 1.8624639939647498 -1.2085008606098606 -0.24152817825925552 0.50517923249725027 2.1140197523519739 -0.87626628399383477 3.4357416210103824 -0.97887235132416561 2.2524186812236553 -0.21938971786827935 -0.4970159700163635 2.9622843977244999 0.4732697701178275 5.6334868524853432 1.5201729453194983 2.6096961068695737 0.51567104714933987 -0.29258408639884992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 19 11 16 12 -9 10 -6 -5 13 -4 -15 -16 -7 -18 -2 23 24 -22 -23 -1 26 -26 29 28 -28 -21
right_child=18 -3 7 5 9 6 -8 8 -10 -11 -12 -13 -14 14 15 -17 17 -19 -20 20 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0029093516485738337 -0.00050082519602669758 -0.017447464848444762 0.038619912513625676 -0.0055196592353686288 -0.00510310463692259 0.0013224791445126437 -0.042558611066041488 -0.032737866407180231 0.023583311741750913 -0.021633372695808395 0.014391955138130162 -0.023622625552059792 0.054083552674332708 -0.0042656735505554018 0.027885822800905055 -0.010723762297930367 -0.027108627310760428 0.052907846472541369 -0.011058143311781963 0.0048001510955218369 -0.025141625384650396 0.022215967643922942 -0.012048017911333855 -0.047559974634182101 -0.00093893586872938509 -0.10477066642705908 0.0091752401470648857 -0.05428275053449029 0.037947193251018869 0.00011445982868753642
leaf_count=9880 266504 612 221 4384 854 4269 179 243 126 203 2929 945 113 800 535 185 51 128 3454 20903 694 362 780 159 16969 25 3243 77 276 21828
internal_value=0 0.0189852 0.0218825 0.0166069 0.0281169 -0.0776307 0.0329402 0.205816 -0.235618 0.175993 0.211344 -0.166478 0.288882 0.235543 0.145643 0.380521 0.0599645 0.692548 -0.0116982 0.019564 0.0328239 -0.197808 -0.0286536 -0.068257 0.039011 -0.0218734 0.0614242 0.207708 0.230702 0.0478409
internal_count=361931 91973 91361 89138 79182 9956 4627 2223 369 3986 3783 5329 1854 1741 1520 720 4448 179 269958 75196 65157 1836 1142 10039 63321 16994 46327 3596 3519 42731
shrinkage=0.05


Tree=3466
num_leaves=31
num_cat=0
split_feature=43 188 1462 130 213 1103 769 626 1460 21 84 830 971 1165 423 1042 1467 438 109 1469 1467 1469 1111 696 216 1464 1181 1324 71 1316
split_gain=11.7983 15.0092 17.1202 17.4215 22.598 20.5845 19.4688 19.3164 17.2947 23.8605 18.4289 18.4443 18.2388 18.3126 23.8247 18.0525 18.624 17.1391 16.8591 17.9009 31.9467 19.6799 22.5146 19.4917 18.9492 18.719 17.6043 18.8611 18.0387 17.9983
threshold=1.0000000180025095e-35 1.0000000180025095e-35 4.0723155983858552 1.0000000180025095e-35 -0.68268290815755595 -1.1531219963895318 -0.65763971580188274 -0.86924506724941264 0.34242374349339988 -0.89074317784588486 -0.9805036543575979 -0.8732627413725248 -1.6081523170097118 2.6539872939071114 -0.4630901071766827 1.1202273050987428 -0.3817254842551433 -1.0984622087020131 2.1821052299462012 0.71546069910815413 0.42166673731467041 1.3803221675685415 1.0409414378500357 1.0063747307946984 -0.90866447231792802 1.1235102970770516 2.0993564151948956 -1.8899682918616836 -0.42041293543430341 -0.14910361164583999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 7 -6 -5 12 15 11 -11 -3 -14 -15 16 -10 -13 19 25 21 -21 -23 -24 -22 26 27 28 -8 -28
right_child=1 2 -4 4 6 -7 18 -9 9 10 -12 17 13 14 -16 -17 -18 -19 -20 20 24 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00014357904513205216 -0.0039164796355180649 0.023693619922327033 0.026236899129059223 -0.039028466006653252 -0.010080050825551877 -0.016750123475692345 0.12587878498217051 0.028743876757273825 0.0021010143460392133 -0.020275559015654879 -0.00083086018016861321 -0.036026702252839576 -0.001452491202216034 0.05300787911084151 -0.0061116073819363235 -0.010252040151673917 0.034558447986612922 0.032605536621948851 -0.018064925662890675 0.040818622230966772 0.07220224123866846 -0.0076323816851778985 0.03073715594081285 0.1724550638922967 -0.055616489207030828 0.020398574580026529 0.0015248457740319815 -0.0048422328133722256 0.01059338838339517 0.085124937393484118
leaf_count=287154 35052 487 271 109 2650 3280 28 301 320 197 3627 58 19750 170 217 258 740 595 598 593 23 391 75 20 149 582 79 4041 67 49
internal_value=0 -0.0329291 -0.00317888 -0.00800958 -0.0851282 -0.263161 -0.0227164 0.279607 0.0259489 0.136264 0.0525334 0.376067 -0.00799519 -0.018712 0.493994 0.398482 0.512202 0.538754 0.0495569 0.0878158 0.364539 0.518227 0.119783 1.28533 -0.736523 0.0218857 -0.039302 -0.0712773 1.0501 0.765625
internal_count=361931 74777 39725 39454 13035 3690 9345 410 26419 5795 4477 850 20624 20137 387 1318 1060 653 6695 6097 1251 1079 486 95 172 4846 4264 4136 95 128
shrinkage=0.05


Tree=3467
num_leaves=31
num_cat=0
split_feature=21 1454 982 915 401 897 500 603 1467 1450 149 155 1440 708 274 287 414 283 463 693 1117 978 6 139 902 1262 219 557 851 773
split_gain=11.7773 13.7086 14.1654 12.6594 21.2666 23.3211 21.693 21.4783 19.287 21.3993 19.3938 20.2449 19.6439 19.0947 18.8073 17.7636 18.6127 19.3191 17.6177 17.2972 18.1492 17.4424 17.8106 16.8927 16.8225 23.3865 16.6988 17.4344 16.7366 18.0573
threshold=-3.2545899522946695 2.6579444067051354 0.029738228446347905 0.35539985303639915 0.66778437295061321 3.1593128787695171 0.44645613106682785 1.1060869660636978 2.2092991213461084 -0.090280543359351748 0.21008905866420399 1.2604926330992925 1.0000000180025095e-35 -1.0551022545800712 3.4045322917215795 0.62804280806322443 1.2085823911480587 -0.25240495786688771 3.8144084363007749 0.88352968004745447 -0.23595119654022365 -0.94705799585576178 0.19994431543355301 -0.59159879369281787 -0.16403489241712094 0.88260540335664162 -0.94324465874991648 2.4464875273948405 -0.84871412517626565 2.6644083116331223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 8 13 10 -10 12 -12 -5 -8 19 -15 -17 -18 -9 -14 21 -21 -23 -22 -13 -26 27 -6 -28 -30
right_child=3 2 -4 4 26 -7 7 18 9 -11 11 24 14 15 -16 16 17 -19 -20 20 23 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.020096258305704016 0.00014518067299879622 0.014539365132866876 -0.077855637038214187 0.0019844545465216175 -0.0097046764945780059 0.05735251579591602 -0.029981795717253502 -0.019248924166464915 0.029829527517269319 0.00032234236477224061 -0.0059119152320086139 -0.0063234350799252562 -0.013327175035666401 -0.0013593008994781935 0.069470126267297372 -0.015039666129772334 0.041187798700038449 -0.024816181212127687 0.16958771917515875 -0.033641502892710541 0.024504589107373964 0.019906010422211479 0.092184774953078266 -0.029688908861924618 0.018616573507389825 0.10301101648583277 0.019440327903666826 0.037887009238564223 0.0015312915345347163 0.021382516347879413
leaf_count=626 285873 47 43 19105 2264 104 623 3560 567 859 16582 220 3768 10887 34 3420 170 117 38 78 121 155 91 284 170 55 717 99 10691 563
internal_value=0 0.286722 -0.563874 -0.00374097 -0.0332329 -0.0569245 -0.0590664 -0.139932 -0.0293497 0.23904 -0.0402356 -0.10393 0.00775957 -0.101677 -0.162292 -0.0832574 -0.241064 0.351017 -0.371373 -0.183485 0.185616 0.679532 0.977341 -0.168923 0.415063 0.839767 0.0423357 -0.146226 0.0735714 0.0517431
internal_count=361931 716 90 361215 75342 61008 60904 18815 42089 1426 40663 17027 23636 15217 4531 14594 3707 287 3598 4497 729 324 246 405 445 225 14334 2363 11971 11254
shrinkage=0.05


Tree=3468
num_leaves=31
num_cat=0
split_feature=760 1249 630 152 1249 1324 1331 1244 1249 779 762 895 1259 635 1326 986 971 355 1462 71 565 706 1396 1245 493 221 86 1393 1469 83
split_gain=11.6612 14.1385 16.4307 17.8829 17.0687 18.8115 24.7282 19.8048 17.3923 17.6785 17.0533 19.3325 16.3873 15.6462 16.571 15.7047 15.6431 15.4147 21.4162 19.7383 22.4302 20.4567 17.979 14.6559 14.4408 14.373 13.6313 13.9731 13.5775 15.3625
threshold=2.181063439396091 2.2433952200892109 1.6346000211122023 -1.6789079021404183 1.2880024102722971 2.503878915866506 0.039388533548736289 -0.51382965038836792 -0.159195980969357 -0.87015904925275922 -0.023305081341243782 0.78664664698822917 -0.42539603477511168 -0.29900167353667767 0.77355736656627794 0.24988985493889151 0.95264520184577073 -0.26207959274056586 0.57678471910470575 -1.1641782403987373 -0.054362059730866656 -0.1635017351370503 -0.19948347465282015 0.096993831924913773 1.5374594528780385 1.2256758924896201 -1.155496947462507 -0.010455111079415423 -0.57098723098975535 -0.26898710991791086
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 8 7 -7 -2 -10 11 17 -11 14 28 -15 -12 23 19 21 24 -19 -22 26 -21 -3 27 -6 -5 -30
right_child=1 25 3 13 10 6 -8 -9 9 12 16 -13 -14 15 -16 -17 -18 18 -20 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.1997070979208451e-05 -0.0027484666418955616 -0.040408934168793896 0.10470318183523636 -0.015760317787724475 0.12889683919348027 -0.066568153282351758 0.13493119013872387 0.044145443885219994 -0.037269482365562122 -0.035514391238303286 -0.045248860861681652 0.1118170899920124 -0.0072560948972171168 0.02056981188110734 -0.040209554098225415 0.10197311721679024 0.061296319210004925 0.22143395722126269 -0.040987753984779995 -0.02367709253904314 0.11315281829202704 0.051882569055129696 0.023728891542133021 0.07302027323526307 0.092095653015976539 0.020705604099286422 -0.026585442836673762 -0.024543315114433768 -0.0018606557536070554 0.044718298874320411
leaf_count=348847 5938 433 34 277 20 42 28 71 645 422 149 25 3089 158 178 52 27 27 78 172 65 47 77 31 20 68 313 20 328 250
internal_value=0 -0.0805553 -0.0648824 0.234015 -0.0950686 -0.125451 0.743675 0.22742 -0.139708 -0.277116 0.244583 0.407229 -0.210857 0.17646 0.0178077 0.785117 -0.527456 0.313008 0.655839 0.90255 0.643407 2.41376 1.33235 -0.108465 -0.113321 -0.560254 -0.303685 1.10104 0.174658 0.431458
internal_count=361931 13084 12583 1277 11306 10235 141 113 10094 4156 1071 895 3511 1243 1033 210 176 870 486 408 334 74 142 384 192 501 353 40 855 578
shrinkage=0.05


Tree=3469
num_leaves=31
num_cat=0
split_feature=1272 1323 1397 564 1385 1324 980 1185 627 498 759 69 1172 1257 503 1115 210 626 563 212 1452 639 1111 1380 1245 795 972 1038 1454 218
split_gain=11.3558 21.2871 19.0162 23.6616 18.2838 21.5335 17.3471 19.5848 18.5639 18.3625 20.6151 22.0154 20.9372 25.8746 20.2683 26.7761 21.8878 21.7981 18.4405 18.7068 18.4149 19.5908 25.399 18.1703 17.9442 17.9428 18.1432 20.3318 17.8314 17.7674
threshold=1.0425293070791588 1.745142174374551 -0.14780566640836809 1.6456175871314378 0.67791254363517905 -0.26327234372891345 2.0839639958171001 2.3091066720057127 -0.17602404792459739 0.37829876131779866 -0.055869522072553683 -0.2575289617810978 1.1437840102489669 -1.2766316352088662 -0.14046648604277159 1.2002556792579566 2.3765095581445972 -0.60749452268532422 1.5951592474143845 -0.24849531511855369 1.7868890000724666 0.47976411951434444 1.5914570197840499 1.1344588009840904 -0.300285296441479 -0.29258408639884992 -0.27739807232602509 -0.59331647144126975 -0.17470481038223243 0.96240421792840236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 9 8 -8 14 12 -12 13 -11 16 17 18 -16 -4 -20 21 -19 29 -17 -24 -13 -27 -28 -26 -23
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 11 25 -14 -15 15 23 -18 20 19 -21 -22 22 24 -25 28 26 27 -29 -30 -31
leaf_value=-0.00040135397436417058 -0.00016885946865227708 -0.0081455666077026919 0.010259131529460676 0.003422563579760873 -0.011914187706311955 0.035114536335012506 -0.0017433684100685869 0.07831030754718625 -0.037588418964789608 0.057675402045430535 -0.0079332790693570424 0.025775974562220413 -0.034332091919773537 -0.0068197309933769315 -0.0091994565221104364 -0.031088561497892853 -0.032594653046819258 0.011709019566793474 0.011623605603442694 0.057340382994565689 0.045409310059408306 -0.020182888242399957 -0.067838147503738636 0.026811522657597564 0.015686175205462144 0.017551144382245962 0.035395171205922775 -0.019476377784527349 0.10564791998957657 0.028122356646284725
leaf_count=318604 20524 2591 6040 404 197 694 439 24 335 80 1035 662 371 2199 1396 548 149 2718 238 186 145 898 28 82 80 519 94 492 43 116
internal_value=0 0.0308643 0.0435366 0.0933532 0.374731 0.482089 0.072044 -0.254372 -0.323378 0.0865308 -0.020493 0.105812 -0.168769 -0.088923 0.135377 0.0345878 0.218756 0.085666 0.237803 0.675469 0.167575 0.134728 -0.137041 -0.445502 0.789324 0.24585 0.0746463 -0.201506 1.11489 -0.278233
internal_count=361931 43327 40736 20212 1295 1098 18917 798 774 18119 5452 2802 2650 2279 12667 6054 6613 5424 6464 424 4028 3883 1165 630 151 1767 1105 586 123 1014
shrinkage=0.05


Tree=3470
num_leaves=31
num_cat=0
split_feature=785 1309 200 1097 61 146 1088 1303 1398 1184 846 17 225 1177 21 1456 1470 1042 503 561 21 500 350 346 907 208 263 980 696 570
split_gain=31.2041 20.8203 26.0239 30.1028 24.6347 23.6798 22.4122 22.2242 21.4296 21.1018 22.2204 20.5659 20.1462 19.9188 20.5678 21.813 21.1855 20.226 19.5642 19.1566 22.7783 22.8851 24.4769 23.1771 23.1848 24.4491 20.1802 24.7759 19.362 18.888
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.67281916063428748 -0.95342879297703587 3.2658335243644596 3.0783482178314734 2.7639737144699819 1.7160994611581364 0.044858320589037236 0.32136284863636239 0.35885439231009797 -1.123514245795078 -0.44588581070360206 1.1288173896071474 -2.2144973715372043 0.05910319601210149 -0.72777912771879083 2.3759882326078352 -1.0332805289652476 0.060847979350058673 -0.13431221002227373 0.92431294269376885 0.047530787284010313 2.3692614425069878 1.3679504774085902 2.0903622632335481 1.6445160113075163 3.305643132510093 1.3058044453406763 -0.75946185294283153
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 5 18 9 13 -7 -3 -11 12 -9 14 -4 16 -16 -18 -2 20 21 23 -23 24 25 -5 27 -21 -24 -15
right_child=1 6 3 19 -6 8 -8 11 -10 10 -12 -13 -14 29 15 -17 17 -19 -20 26 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.8356453554501054e-05 4.9114665105472038e-05 -2.236199260799562e-05 0.00069219465331667683 9.8338099631782811e-05 -0.00049085071889014233 0.00013715273897701232 -0.00024367382259779733 0.00070265435868646501 0.0012756706508542921 6.6193479455060555e-05 -6.4773300057213219e-05 -0.00038906064125941725 -0.00051993196434378674 9.3136257799017387e-05 9.0187276939729635e-05 -0.00019040274375496202 -4.5917810825637651e-05 -0.0004303318594930085 -8.7127357141627993e-05 -6.0881394547219503e-05 -1.4871184558314295e-05 -0.00022448498741671548 1.3331809152337547e-05 -0.00030104597412590933 0.00032228993306476468 -0.00030920589693079115 0.00014034571487240964 0.0010954919213478061 0.00062890164007325478 -0.00027807498267585942
leaf_count=29559 7259 55594 208 19075 1103 269 1821 213 94 32004 8124 2755 171 1129 6971 5983 13931 1079 76301 39797 41775 2942 1795 935 2138 902 2222 72 282 5428
internal_value=0 -0.0256991 -0.0391271 -0.0217767 -0.0772603 -0.0725301 0.00029289 -0.0874822 0.482381 0.00472521 0.0431117 -0.309612 0.256361 -0.0694323 -0.0418058 -0.0482245 -0.0130535 -0.0719637 -0.0760382 -0.00482911 0.0173186 0.0678984 -0.0810746 0.0962338 0.10885 0.0849782 -0.0450774 -0.0591322 0.109943 -0.210076
internal_count=361931 332372 234829 149803 85026 83923 97543 37868 363 95722 40128 3139 384 34729 28172 27964 21981 15010 83560 111935 69844 28069 5019 23050 22115 19977 42091 39869 2077 6557
shrinkage=0.000980392


Tree=3471
num_leaves=31
num_cat=0
split_feature=785 728 854 552 1161 253 1097 534 922 1193 1465 974 1397 144 1458 275 1435 156 348 1329 1252 692 148 1321 693 1389 678 1309 1022 493
split_gain=11.5764 13.1654 14.0061 14.9181 14.8061 17.5873 17.0973 17.413 16.9982 16.3665 15.6144 15.3125 15.1771 18.713 15.8145 16.4043 15.6629 14.7803 14.7749 14.6286 15.6943 14.3296 18.3584 18.9366 14.2743 14.3782 14.2486 14.8118 14.7945 15.9341
threshold=-0.86283290253235112 -0.49008176997875957 -0.87473648844905705 -1.2153835112010161 1.0000000180025095e-35 2.9016593983595995 1.1728835704300431 -0.65191143814350749 0.8808338060330112 0.11972396567732445 -0.38440214874183265 0.98362850890892195 -0.54956368349903295 -0.76319924954903662 0.59755703931761683 0.65600453680669146 1.0000000180025095e-35 0.15753505983546395 0.07438440739015996 -0.8787336542403078 -0.98691007441753265 -0.42228915920416238 0.46017768549538313 -1.0511460571676021 -0.55184826149220967 0.079914209862846405 2.2630177386489128 2.8990420927863876 0.67527595557081987 1.8509700317665063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 18 10 -10 11 12 13 16 15 17 -4 -15 -8 -13 -21 22 -12 -24 25 -22 28 -28 29 -6
right_child=-2 2 4 -5 26 -7 7 -9 9 -11 21 19 -14 14 -16 -17 -18 -19 -20 20 24 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0050064236801977968 -0.00036272506154472591 -0.036382525365654617 0.0037246925981090952 0.012226874396189193 0.0040227113827629446 -0.046504671351799615 -0.061402472863726368 -0.0034246595890718638 -0.0018034852456127399 -0.025471972345912045 0.0051707210552029356 0.081843426012659537 -0.014263493864696254 0.025568098807120333 0.051233469800086612 -0.030832326482928021 -0.073703386519128972 -0.027097752439559971 -0.011815373405121584 -0.046844577955525123 -0.069327925027082557 0.011645707105861004 0.047725427989512272 -0.036530785840303885 0.028221654193786097 0.029537340555172667 -0.0076976382822826154 -0.075064731165308179 0.012626637554985127 -0.015711108485362401
leaf_count=3396 332372 83 62 2428 11205 125 163 420 969 516 821 27 1402 303 92 124 72 82 131 54 41 2537 35 268 266 28 569 50 2778 512
internal_value=0 0.0388028 0.0545534 0.213132 0.0382089 -0.0324572 -0.0218496 -0.34303 0.00731132 -0.198267 0.0567187 -0.0742992 -0.150384 0.0992432 0.252402 0.0972215 -0.673466 0.306348 -0.760462 0.29611 0.178267 0.145047 -0.0573054 -0.525435 0.343631 -0.528617 0.0809781 -0.246929 0.0952166 0.0630632
internal_count=361931 29559 26163 2511 23652 8538 8413 714 7699 1485 6214 2553 2137 735 601 509 134 385 294 416 389 3661 1124 303 335 69 15114 619 14495 11717
shrinkage=0.05


Tree=3472
num_leaves=31
num_cat=0
split_feature=129 1312 1272 832 566 1458 779 899 82 764 966 910 424 707 832 282 470 321 633 715 1458 1387 1289 835 92 478 1245 633 768 769
split_gain=11.46 14.5374 19.0346 16.7126 19.3002 16.2915 17.0772 17.8091 17.1606 19.2724 20.6428 16.0715 25.3869 18.3545 19.2236 19.3572 15.9681 23.0744 18.6517 20.3392 18.3767 17.0807 19.1017 16.5504 23.039 18.9031 20.0434 20.4977 18.0695 17.9937
threshold=1.0000000180025095e-35 1.0494439513222458 2.0742188206678471 0.85282743195300459 2.2401583428922476 -0.6965956982293865 0.11574354362826442 -0.071662091943406239 0.041588112130098817 1.0000000180025095e-35 -0.44921375360377852 -1.853330040643574 0.34305468276724066 -0.20392367664762076 -0.77062779674391046 0.18637898130343608 1.0000000180025095e-35 2.270452748923772 -0.12682748399525626 -2.2514193355844094 -0.60078376361715269 2.9709629646538285 2.2864860975783183 0.98884190687800644 -0.33454737675102236 1.3930357108364988 0.40197578905466996 0.74272369476224076 1.1466765543261663 1.4353740031485407
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 11 5 6 -5 -8 9 10 -9 12 -2 -14 -15 -16 17 -13 19 -18 -19 22 23 29 25 26 -25 -28 -26 -20
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 -12 16 13 14 15 -17 18 20 21 -21 -22 -23 -24 24 28 -27 27 -29 -30 -31
leaf_value=9.1887211942085731e-05 0.00087051259629147447 -0.0096216850110211194 0.017382004529602223 0.015755472605803574 0.024601406440046797 -0.012113961249365153 -0.038902837951130725 0.0072030385562130636 -0.026268386972755943 -0.002272922893329434 0.15718801113383965 -0.0049599065603131189 0.014242860212384682 -0.00099614912210840563 0.072708730986771525 0.19373849707696669 0.05141137260090746 -0.033342572524973732 0.0028934054803497374 -0.0020749102739583266 0.035319970840736674 0.079418422932351518 -0.029402482737300437 -0.030052976758314955 0.047817246927252463 0.074376126932270636 0.06664941584676079 -0.031208602371512052 -0.045453868154743816 0.024819045670353791
leaf_count=313844 485 7257 417 850 231 6195 420 32 145 89 37 14236 122 55 59 35 77 76 5302 10150 296 38 178 221 368 41 60 45 53 517
internal_value=0 -0.0407986 -0.153752 -0.0226156 -0.142364 -0.173458 0.0803399 -0.285249 0.179213 0.787268 1.86371 0.000275959 0.407865 1.09266 1.75167 2.32315 -0.00742789 -0.0780861 0.0375599 -0.0304716 0.48121 0.126887 0.118079 0.138588 0.453968 0.0308339 -0.158124 0.586263 0.823671 0.0976461
internal_count=361931 48087 7674 40413 7999 7768 1573 723 303 158 69 32414 756 271 149 94 31658 14608 17050 10227 372 6823 6785 6607 788 367 326 105 421 5819
shrinkage=0.05


Tree=3473
num_leaves=31
num_cat=0
split_feature=50 56 1470 91 1357 1173 347 627 651 996 768 53 774 14 348 1452 214 1431 1328 843 1105 1246 1380 487 282 1052 223 74 208 16
split_gain=11.4505 18.9714 15.9754 15.6962 17.6482 19.5772 18.1593 16.4494 15.4199 15.92 17.7544 18.1755 18.24 16.9452 15.5895 17.1657 16.4435 16.8427 16.2357 15.3828 17.7403 17.2567 18.6251 18.7247 20.4368 15.1513 15.1269 16.2393 15.586 17.6249
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 0.6113505898814765 1.0000000180025095e-35 -1.1566142097528651 -0.016294971695117341 -0.32279179578019612 1.1107569744011787 1.0565563832172893 1.2026019002871917 1.2912025798565661 -1.0066369928538004 -1.19001450068141 -0.33538772406878509 -0.65711656188160184 1.0594062297452169 -1.0000000180025095e-35 0.093389181883019812 1.858813923632791 0.74794750351689865 1.0670065391734203 0.31117010230779091 0.44702862824531436 1.7860248483536296 1.1456534121438551 2.7740688251090204 0.56712102059263614 3.0043317593113152 0.012158890081437775
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 -1 -4 10 11 19 -13 -12 16 -16 18 -18 -15 21 -21 22 26 24 -24 -14 27 28 -10 -30
right_child=-2 -3 8 -5 5 6 -8 -9 9 -11 13 12 25 14 15 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00046865878225266287 0.00041420209019628188 4.9872148846148107e-05 -0.0039755655498601977 0.016100612269756443 -0.072865538354560777 0.050835102222315666 -0.0062690211925619721 -0.042158486474590293 -0.016910183073947201 -0.015884323298878854 -0.020461102954850277 -0.04450033622325842 0.035779863953031267 0.061895339820308953 0.053147716838361607 -0.001082690371808908 0.044829843782395851 0.18229085794263911 0.0016736259114052483 0.036335568652183001 -0.041365427310587136 -0.026427313102547884 0.015915718471972994 -0.014507029179562998 0.10365809704523621 -0.028480636488226865 0.067739798352702274 0.0084864470268997232 0.12548798370884326 -0.058878854065673475
leaf_count=288 197382 90457 66145 957 34 149 125 218 1592 664 166 76 406 124 93 332 32 24 119 187 39 510 750 333 31 84 32 536 25 21
internal_value=0 -0.0188142 -0.0553595 0.146648 -0.0916996 0.325925 0.50339 -0.357178 -0.0639449 0.0481661 0.0885601 0.0296987 0.429561 0.399474 0.535159 0.248721 0.946721 2.18551 0.70212 -0.0260247 0.481096 -0.0683935 -0.0116356 0.223736 0.39407 0.568105 -0.146168 -0.173096 -0.301932 1.306
internal_count=361931 164549 74092 1771 814 308 274 506 72321 6176 5512 4622 566 890 724 425 299 56 243 4056 226 3830 3320 1114 781 490 2206 2174 1638 46
shrinkage=0.05


Tree=3474
num_leaves=31
num_cat=0
split_feature=1431 707 840 1304 359 1 651 992 422 69 1387 416 80 354 354 10 1307 1109 976 432 902 3 898 1046 1200 225 289 158 408 1467
split_gain=11.4725 16.4975 18.4949 18.9438 17.6622 19.3067 17.2545 19.9171 16.7285 22.1654 17.5236 16.2944 16.2588 17.752 15.9844 15.8863 16.4087 15.8529 17.8591 23.7142 20.4518 18.8215 19.8477 20.748 22.5379 18.7414 18.377 23.7155 17.1043 18.0299
threshold=1.0000000180025095e-35 0.52309745896319571 2.6367356733857314 1.0000000180025095e-35 0.40809526325602713 2.2817831961123223 -0.9964111233105486 1.113450647832475 1.6963627407482125 -0.42137243495600557 -0.77429548477894139 1.0598510535642696 -0.90093622645258431 -1.0763352723213779 0.98501125655734356 3.8122059777807316 0.75817053060304118 -0.57270734031321624 -0.75453703558179697 1.6748226321718971 0.17015870073516784 0.3666938398500339 0.19974362727145145 -0.028695535875851792 1.0000000180025095e-35 4.6597911733816781 -1.3328424725531649 -0.66977579904990725 -0.62969605530390083 1.3517765213636805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 11 5 12 7 8 15 -10 -11 -4 13 -3 -12 16 -2 -8 19 20 -19 -20 23 24 -23 -24 27 -25 -28 -30
right_child=1 4 3 -5 -6 -7 17 -9 9 10 14 -13 -14 -15 -16 -17 -18 18 21 -21 -22 22 25 26 -26 -27 28 -29 29 -31
leaf_value=0.00036140822165095103 -0.0026294224900766947 0.011060310197190788 -0.01191137485096257 0.018603285417007329 -0.007329541367447648 -0.022196575510337612 -0.0022880843770835884 -0.02955220599314496 -0.012497399857449566 -0.014179603998747715 0.031467623197866043 0.029665251047170185 0.00061102588687757698 -0.011597703563991797 0.097589537092466788 0.055822298052057739 -0.014746046488375457 -0.0057012682980478718 0.00051222181105007973 -0.025234173159562064 0.0053508970524912026 -0.0020785264401396134 -0.0016285947239253061 -0.0084751714560717117 0.01473791627480326 0.12580312190370269 0.0014908331810963796 0.077705359127934123 0.018903772011696966 -0.013129391908547351
leaf_count=222373 6117 773 806 1240 11782 985 30820 742 273 87 192 163 21205 4884 56 47 3584 6566 31056 736 3389 3469 4367 82 1487 21 1404 136 2874 215
internal_value=0 -0.0206769 -0.00479518 0.206294 -0.0664592 -0.0287408 -0.00999633 -0.110378 -0.0836593 0.288989 0.658397 -0.0758092 -0.0170378 -0.160835 0.940013 -0.114215 -0.123722 0.000458807 0.0234937 -0.0626824 -0.0349734 0.0443486 0.113325 0.168372 0.0623874 -0.0228834 0.272213 0.975208 0.244761 0.33159
internal_count=361931 139558 99929 2209 39629 27847 97720 11098 10356 608 335 969 26862 5657 248 9748 9701 86622 55802 10691 9955 45111 14055 9667 4956 4388 4711 218 4493 3089
shrinkage=0.05


Tree=3475
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 727 791 858 927 382 892 836 691 428 507 789 590 689 1443 114 556 557 813 1381 620 892 430 726 51
split_gain=22.1427 20.0691 26.868 28.7397 28.2217 48.8028 26.475 26.3174 31.8415 26.8558 26.2921 25.5201 24.5577 24.687 23.985 23.8738 23.6686 22.2634 22.9581 21.5491 21.5121 21.4327 21.948 21.2213 21.1294 20.8915 22.1637 20.8287 24.9293 20.4571
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 1.0000000180025095e-35 1.0342428102238199 2.4283205456421384 0.29073615932568342 -1.0211593192430943 0.65809631222906606 1.1248358748350926 0.58895901036483078 0.86385367930994306 1.593744732512876 3.7888525678453377 -1.1872183965669325 -0.82454127623603324 2.1641256470006294 -0.92523599040117721 1.1734518836084071 3.2157419873176414 -1.2369097968503453 -2.5456679507321813 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 7 -6 -3 23 11 -10 16 12 13 14 21 20 -8 18 27 -7 25 -9 -23 -4 -11 -2 -27 -17 -29 -19
right_child=1 6 3 -5 5 19 10 8 9 24 -12 -13 -14 -15 -16 17 -18 29 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.3579818815546911e-05 1.6602367066481101e-05 -4.5338829843037364e-05 -5.9729522641285329e-05 -7.4246373717992052e-05 -3.9293189763200142e-06 0.0002906155312319395 0.00025246038533273808 0.00058712425056866289 5.9976729929622282e-05 -0.00027407343569062838 3.6283674900599046e-06 -0.00022167273004372267 0.0020175401152710158 -0.00012057595133039512 6.1419860387142313e-05 -0.00013363875954999172 -6.4897071792871451e-05 2.7073810136651662e-05 -0.0001027272157703712 -9.0619620751454099e-05 -0.00094810682348416551 -0.00082628551737757249 -0.00016099333224876554 0.00010258274322169529 0.00039945221863798392 -0.00015303918908649524 0.00044029839177129866 -0.00065148918764623546 0.00024601614302844656 -0.0005355441467930946
leaf_count=29559 41820 9447 94773 85264 18652 4219 5244 156 9918 258 5700 4238 26 8463 17146 912 1127 919 1527 840 109 643 1430 3837 1808 6382 341 146 6559 468
internal_value=0 -0.0189609 -0.0244073 -0.0358674 -0.0191269 0.0519087 0.0431438 -0.0322261 0.0163261 0.114267 0.105056 -0.0254909 -0.0021427 -0.00458534 0.0381877 0.0185722 0.19684 0.110519 0.148811 0.236739 -0.0040392 -0.235638 -0.323099 -0.0533937 0.33172 -0.00161552 -0.12412 0.194716 0.232397 -0.146004
internal_count=361931 332372 310854 251671 166407 23711 21518 142696 44086 11984 12071 32102 27864 27838 19375 59183 6371 10531 9144 5059 48652 2229 2073 98610 2066 48543 6723 7617 6705 1387
shrinkage=0.000980392


Tree=3476
num_leaves=31
num_cat=0
split_feature=954 1437 1449 1462 545 1458 429 16 1378 1387 1242 1053 773 519 858 712 450 933 582 706 660 1268 83 641 64 223 1190 1051 217 848
split_gain=11.3512 16.0249 19.8917 16.1976 19.3799 17.8257 16.3329 15.8338 16.2716 17.1932 15.0128 14.831 13.7083 13.4542 31.6778 28.8291 22.0787 20.584 23.4042 18.0494 19.543 18.6077 21.3625 18.0112 23.1145 17.9092 17.3201 17.027 16.7979 16.7078
threshold=6.099786963134739 3.5253024523165304 0.21823915298615523 -0.098370936111923477 1.0000000180025095e-35 0.70333210766501042 0.87244602488618017 0.47209808163008349 1.0000000180025095e-35 -0.16422641696411058 0.60708339810168843 1.6948228559754139 2.6644083116331223 2.1420547332082829 1.0825608069246189 1.0000000180025095e-35 0.69231615738246322 0.68806224955729689 1.0844420916666788 1.0455881621042182 0.26872683687560334 -0.38299609385059868 0.53613744966053922 -0.50639157099114984 1.0148196801701652 -1.957756908602269 -1.3251257682885138 1.6125029420159782 1.0000000180025095e-35 -1.3436085630582635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -3 6 11 -5 8 9 -4 -2 -6 -10 -1 15 19 17 18 23 25 -21 22 -22 29 -25 -15 -26 -16 -29 -17
right_child=10 2 7 4 5 -7 -8 -9 12 -11 -12 -13 -14 14 27 16 -18 -19 -20 20 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.00029601767857098107 0.038433113484847702 0.007813306598461944 -0.018962443825072645 -0.0086186064165760887 -0.032553801452216091 0.029606369839513504 0.08699688876120891 -0.051931906695230026 -0.037902183001100785 0.05854957709859987 -0.019695256146329748 0.033509986137095681 0.042039604091086945 0.059065625357631463 -0.01060187804929435 -0.074714492348760361 0.016074082257077627 -0.005270235999021591 0.021356814905016494 0.01244659979073605 0.025193327233140245 -0.025520718340960924 -0.032202140393934778 0.0029756784110617214 0.041673698754677822 -0.004820218453876134 -0.033845584386081838 -0.0048204424097335573 0.061694315976515181 0.01318932845139751
leaf_count=336267 141 831 76 45 614 57 28 208 254 55 61 37 22 45 2618 28 2513 1737 1171 1850 259 417 109 3561 38 6138 347 98 64 2242
internal_value=0 -0.00301706 -0.191263 -0.0590408 -0.292683 -0.421679 0.680231 -0.526267 -0.283099 0.329823 0.448679 -0.550641 -0.591137 -0.00170029 0.0479595 0.0771664 0.144657 0.0967349 0.14641 -0.0192855 0.130816 -0.166469 0.175394 0.0957459 0.00918468 -0.0852407 -0.511344 -0.167738 0.473209 0.245012
internal_count=361931 361729 2227 1612 781 708 73 615 407 131 202 651 276 359502 23235 20455 11637 9124 7387 8818 2635 785 368 6216 3946 6183 385 2780 162 2270
shrinkage=0.05


Tree=3477
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 647 590 710 691 730 783 934 514 603 660 878 563 907 461 107 8 982 356 770 622 796 29 10 772 381
split_gain=23.4785 19.396 20.8613 21.9464 20.4197 19.5494 47.2689 19.362 23.3618 19.2975 29.1161 24.7998 24.6579 20.4291 21.9234 19.0967 18.8321 18.1988 21.2061 18.1404 18.139 18.0465 17.9797 18.1955 18.4979 17.9007 17.8059 18.4751 17.7561 19.5429
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.87782724458594241 0.58895901036483078 0.76029184741838574 -0.3266635670241857 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 2.630508148566769 2.0405992520496379 0.51732753832957667 1.0000000180025095e-35 1.0000000180025095e-35 -1.298475463871557 1.7621802667917166 -0.43161067717539375 -0.93674546461137786 -0.0034216825924112183 0.38087715954262297 0.82152675923177465 -0.43543206165028031 -0.28708682036526079 -0.32502189658861175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 7 6 25 15 -9 10 12 13 -4 14 -11 21 17 -13 -19 -10 -16 -5 -8 -24 -25 -3 27 -14 29 -27
right_child=1 5 3 4 -6 -7 22 8 19 11 -12 16 26 -15 20 -17 -18 18 -20 -21 -22 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=4.7651830765898011e-05 -1.6671108797214453e-05 -0.00015104837229777831 4.3904276697123112e-05 0.00019001281810193497 0.00044969523471375273 -5.7369765829415392e-05 3.1503380711643119e-05 -0.0004342420077024803 0.00038970948158192974 0.00016219982383975458 -6.7623379014899814e-05 -0.00014043143049719545 0.00023101995345178069 7.6488258559413287e-06 -0.00042194209867372139 -0.00086694494060402178 0.00083535525049078477 0.00061479792721236867 -0.00014308800015218437 -0.00046199038737806876 0.00058910453077580256 -0.00041563490508047006 -0.00043435143986823204 0.00076777517993636155 2.3326025355764797e-05 0.0010130595897855823 -0.00018881445970177286 0.00087241688030946182 -2.9599121227368841e-05 8.8058111788017228e-05
leaf_count=29559 190291 3383 6880 5184 894 93730 426 642 406 2134 17685 2949 431 1982 101 76 97 322 364 167 996 226 85 693 180 235 225 385 927 276
internal_value=0 -0.016719 -0.00630496 0.0375294 0.14069 -0.0481774 0.0802257 0.102194 -0.149507 0.0131519 -0.0183878 0.09983 0.0928171 0.194582 0.292255 0.153893 -0.03915 -0.0668283 0.254823 0.164519 0.527374 0.168795 0.406185 0.558032 0.63876 -0.051924 0.41003 0.548866 0.172522 0.531206
internal_count=361931 332372 232437 42146 7595 99935 6205 6701 1215 34551 25606 8945 7921 5213 3231 5486 3732 3635 686 573 1097 5410 1384 958 873 4821 1041 816 1438 511
shrinkage=0.000980392


Tree=3478
num_leaves=31
num_cat=0
split_feature=785 728 784 921 730 783 514 934 859 647 590 603 660 639 982 8 356 770 622 345 907 495 556 29 10 796 771 772 1466 983
split_gain=21.8735 17.2741 22.0109 21.8521 21.0179 30.6607 25.9804 25.3432 20.8093 20.4968 48.6716 20.332 22.4215 18.7365 18.6323 18.0531 17.9161 18.1963 18.5422 17.8899 18.3656 17.8719 18.1092 17.758 18.3724 17.7152 17.6457 17.639 19.5035 20.6397
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.26872683687560334 0.11942102837874842 1.7621802667917166 -1.2333678053292487 -0.43161067717539375 -0.93674546461137786 -0.0034216825924112183 0.46293354690950167 0.49932493644430648 -0.59136135564859804 -1.0457139049240498 0.82152675923177465 -0.43543206165028031 0.38087715954262297 1.5265272373495906 -0.28708682036526079 -0.10924916476579039 0.53852986279882442
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 4 5 6 -4 11 -5 10 25 12 -6 19 -10 -14 -12 -18 -19 20 21 -9 -23 24 -8 -3 -2 -27 -29 -30
right_child=1 9 3 8 7 -7 23 13 14 -11 16 -13 15 -15 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 27 -28 28 29 -31
leaf_value=4.3918993379192932e-05 -1.5968234466689418e-05 -0.00014915315956776404 4.3332484995004787e-05 0.00040381266804864009 0.00016437625354786729 -7.1111240157403096e-05 0.00024069898332063679 -0.00040652985706101952 0.00011461949803535594 -5.7389699887523353e-05 4.0014226152358816e-05 1.1840833736750424e-05 -0.00033130723396562143 -0.00029834582784550882 -0.00045887424784444181 0.00060195163767099845 -0.00042724946753771914 0.00077574113592198486 3.0167599832526318e-05 0.00034465785670901688 0.00036810295375220426 0.00095631507921149967 -5.3078412647148448e-05 -0.00017957258884952087 0.00088067090819980069 0.00051961529435237902 -0.00017250346692548326 -0.00034204904783093879 0.00064201720192148652 -0.00062940162540871248
leaf_count=29559 186353 3383 6880 1153 2134 17685 431 800 6164 93730 426 1982 118 1064 278 979 85 693 180 644 373 70 781 225 385 511 3938 540 287 100
internal_value=0 -0.0182767 -0.00845396 0.0365588 0.0122421 -0.0206528 0.0934412 0.102699 0.139467 -0.0479568 0.0835263 0.198501 0.295898 -0.0377406 0.0937008 0.533621 0.414426 0.566007 0.646716 0.0542745 -0.0517027 -0.154407 0.0490768 0.419302 0.557978 -0.0505173 -0.0194381 0.172707 -0.0293662 0.361786
internal_count=361931 332372 232437 42146 34551 25606 7921 8945 7595 99935 6205 5213 3231 3732 6442 1097 1384 958 873 2668 2024 1651 851 1041 816 4821 190291 1438 927 387
shrinkage=0.000980392


Tree=3479
num_leaves=31
num_cat=0
split_feature=1464 1454 1452 1466 1464 1466 1368 1459 658 530 269 1459 710 1457 1457 1453 1450 1452 1470 1426 1454 1467 1463 1457 1456 1456 21 1466 1463 1465
split_gain=11.4355 21.2909 24.0645 33.9531 34.7656 31.0503 31.4751 27.2374 20.0543 20.2154 19.0418 17.6454 24.3059 17.6084 28.1211 63.5614 38.3259 35.1423 33.4443 29.3571 26.9403 26.1013 26.0188 25.504 29.2066 44.7084 35.8017 31.0647 38.4833 40.9418
threshold=1.5993600128483978 1.0000000180025095e-35 0.52142301186363793 1.4251016753579637 1.8829436135215958 0.08475042636293445 1.0000000180025095e-35 0.37882653492821733 -0.76600303368020251 1.0000000180025095e-35 -0.67312717757827156 0.32725606711966165 0.61706270828395171 0.68635126017805159 0.31419197391419401 1.1632792557058573 -0.64336475143025185 1.8728009796554159 1.0659332135323951 2.7764919287352581 -0.47921441570843964 3.0124991923077498 0.27735576329560918 0.81062637773504254 0.91809667461792233 1.6651900077780224 -0.89074317784588486 -0.31538475271702837 1.1779567482289683 1.0667287811587738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 7 8 -7 -2 -4 -10 -8 12 -6 14 -1 16 17 20 19 21 -16 22 -18 -15 26 -26 -25 28 29 -28
right_child=1 -3 5 -5 11 6 10 -9 9 -11 -12 -13 -14 23 15 -17 18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.00032208126428158744 0.015972910244229005 0.0042531331995417651 0.025785604075394011 -0.048090854284374401 -0.015206888027427487 -0.00086444545875249122 -0.01518762484862457 -0.02764554877733363 0.00093583256476307923 -0.047895143424570477 0.043885653402682301 -0.0012233057759614384 -0.053346617579859812 0.0078634802943404868 0.010302447190220873 0.012934767148559862 -0.0045525663367056617 0.063685326194023117 -0.024438036638587939 -0.057272184297659727 -0.0059962188898376118 0.026207647631884375 -0.015343587969031475 0.0088868527376666593 -0.028115589945100508 -0.0017346895886061484 0.0028726501262994449 -0.0035556647364280627 0.014708967953677278 -0.017590827902669012
leaf_count=257907 1124 16369 118 393 1426 659 90 264 177 253 413 1016 402 7253 2603 2302 11872 83 2021 287 3540 297 4456 7966 1429 3635 12926 16258 2870 1522
internal_value=0 0.0461428 -0.0770229 -0.18049 -0.120412 0.141057 0.347006 0.171375 -0.298274 -0.523213 0.716794 -0.297799 -0.452342 -0.00643476 -0.0141102 -0.0872216 -0.125812 0.037345 -0.180649 -0.146793 0.0109669 -0.136616 -0.15043 0.0316286 0.0115585 -0.160925 0.0309749 -0.000145926 0.0675387 0.0162428
internal_count=361931 22704 6335 4625 4232 1710 1162 1388 548 430 503 2844 1828 339227 285368 27461 25159 6226 18933 16912 6143 16625 16328 53859 46606 5064 41542 33576 17318 14448
shrinkage=0.05


Tree=3480
num_leaves=31
num_cat=0
split_feature=785 332 395 540 1450 1450 789 1356 714 527 1037 162 617 864 1245 458 296 1464 1451 560 976 980 503 419 1452 960 416 282 499 355
split_gain=20.9674 19.352 48.1601 25.2383 28.8601 25.5961 24.5985 23.4327 35.3567 26.2009 23.2149 23.207 24.0467 22.6512 23.4532 21.467 22.4192 26.1356 29.5399 20.5752 21.5713 20.4258 28.8028 24.6847 20.3127 20.2371 21.24 19.721 19.6089 20.2345
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 -0.35262914890079794 2.2492318380171201 1.1248358748350926 1.1703909184639636 1.0000000180025095e-35 1.0000000180025095e-35 1.6159143877994524 1.0000000180025095e-35 1.6614250791469047 0.72275257928592751 -0.027406703220118348 1.0000000180025095e-35 0.30327897278366861 0.23587932444621237 -0.30536821463819236 -0.19050337961739619 -1.2591201791253208 2.4341786816690916 1.6368563528912741 1.056228335733435 0.87536296575290062 1.0000000180025095e-35 -1.2405683649852424 2.3623678445702434 0.44966611795670225 0.26638289884612104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 6 15 -6 7 -3 9 -9 13 -2 25 14 -10 16 17 18 -5 21 -21 -8 23 -23 -20 -13 -27 -4 29 -28
right_child=1 3 27 4 5 -7 19 8 10 -11 -12 12 -14 -15 -16 -17 -18 -19 24 20 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=4.3548621182767602e-05 -0.00016729483783144586 -1.3183306487978828e-05 -4.1557711460567708e-07 -0.00028204127604668997 0.00014721888588555357 -0.00022390219245418914 -2.0731336544681549e-05 -0.00017420456832706747 -6.9099318728394885e-06 8.2119601195037456e-05 0.0004995605858845257 -7.5386789660150745e-05 -0.00027012989696853685 -0.00015020518106762592 0.00027257900909907464 -0.0001236700153954775 0.00025766057592599244 0.0002164420643210105 0.00011820893182091004 0.000230785031050306 -0.00014986255696688129 -7.7004183753903962e-05 0.0016414749632579402 0.0014966042423896486 -0.0010764535056580634 -0.00042705892782273191 0.00028094042092797209 -0.0002485305705545099 -0.0001096601625218323 -4.0114157969665698e-05
leaf_count=29559 29081 111673 80675 1887 11545 778 10143 3609 1940 4117 798 28387 6656 999 3880 4547 1674 1426 1733 784 14605 300 59 49 64 934 3792 1838 2252 2147
internal_value=0 -0.0172935 -0.0392185 -0.00240239 0.0586173 0.126077 -0.0141198 -0.00143091 0.077188 -0.0324753 0.17523 -0.0989861 -0.0614545 0.135236 0.185875 -0.0166173 0.0562916 -0.0109704 -0.103608 -0.0795852 -0.132648 0.00106498 0.483067 0.19538 0.0809042 -0.0416196 0.0690711 -0.00560823 0.102673 0.180509
internal_count=361931 332372 155762 176610 23654 12323 152956 127016 15343 7726 7617 73249 44168 6819 5820 11331 6784 5110 3684 25940 15389 10551 408 349 1797 37512 9125 82513 8191 5939
shrinkage=0.000980392


Tree=3481
num_leaves=31
num_cat=0
split_feature=281 761 900 1450 978 218 1249 703 278 558 61 1052 565 12 149 1190 78 1112 693 495 207 908 1042 1323 329 1107 54 1322 1324 636
split_gain=11.5009 20.0896 22.957 20.005 19.1804 18.2927 17.5975 18.3869 18.3742 17.5221 20.8607 17.3905 17.5212 21.6359 17.7039 17.161 21.1027 25.7239 20.9074 20.2122 23.6547 19.4386 19.1399 17.1 17.4669 17.0802 22.2706 20.9636 21.4879 20.6334
threshold=-0.51683025384530856 2.4130835502434373 0.081690409880240483 7.6965356047778188 0.50671897598630367 1.8059693969379349 1.3162207633048641 -0.10780345272904245 -0.40672992299568828 -1.4421541118023595 1.7262725660818381 3.2265450694491338 0.55752985064491523 -0.87295875756283259 0.6925622546726703 1.6408078483428656 0.6495329852605688 -0.29546226410795701 0.57244016420045496 2.4075715532280522 -0.14046272109263877 2.414645297084959 -0.83632923679445659 -0.4661902976539542 1.0000000180025095e-35 0.3189280274888156 2.8571107612274447 1.067888772314125 -0.32515751566874712 0.59802001890570955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 6 -4 15 -1 8 -8 10 -9 12 -11 14 -14 25 17 19 22 -17 -21 -18 -19 -24 -25 26 -2 -27 -29 -28
right_child=1 2 4 -5 -6 -7 7 9 -10 11 -12 -13 13 -15 -16 16 21 18 -20 20 -22 -23 23 24 -26 27 29 28 -30 -31
leaf_value=-0.00064817654208787663 4.7495433107893298e-05 -0.00065287489395348492 0.0090160281975420944 0.057871981750016691 0.031063805850830031 -0.0048789909606434725 -0.0052880461527625294 0.016495928597060762 -0.018402423573785794 -0.0068763187027877926 0.11826559528955656 0.1082462015708571 0.036198651553771416 -0.0025747896883342135 -0.0061831086675023291 0.0032775072752094774 -0.014381152988388225 0.002455839888724904 0.0047692065956281421 -0.0072873434687433713 0.069683603477067688 0.041986496699011749 -0.026780210412534717 -0.00085116975707084377 -0.022824368682375105 0.0026873054834733261 -0.0029633836450119865 0.0068911647689303308 -0.006141863543835854 -0.022015725094299013
leaf_count=100861 137841 2863 2245 51 551 9813 6077 340 2625 4750 32 22 488 1294 205 5578 3623 1170 1612 96 126 82 1462 1338 856 63389 2184 2073 7070 1214
internal_value=0 0.00589943 0.13878 -0.0231613 0.275011 0.00255653 -0.0240309 -0.105692 -0.189854 -0.0116833 0.533313 -0.0409711 -0.0485387 0.141111 0.479901 0.00669738 -0.0732977 -0.026807 -0.129237 0.0984906 0.779111 -0.253273 -0.213639 -0.304511 -0.180275 0.0117612 -0.00376377 0.0393747 -0.0623575 -0.18902
internal_count=361931 245186 5659 116745 2796 239527 116694 15833 8702 7131 372 6759 6737 1987 693 229714 15943 12238 6438 5800 222 3705 4826 3656 2194 213771 141239 72532 9143 3398
shrinkage=0.05


Tree=3482
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 869 678 648 507 126 727 382 906 789 1080 1254 566 1450 657 590 579 760 1227 149 484 695 21 667 144
split_gain=27.8904 22.6553 26.8298 36.2597 48.8378 45.0898 29.9595 28.2243 27.6322 26.7976 26.7038 26.6591 26.3248 24.2972 24.0732 24.0462 24.6683 23.5227 23.3362 23.037 22.1365 23.5003 23.881 21.9917 22.3562 22.2914 21.8932 21.8853 21.6536 28.874
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 1.0000000180025095e-35 1.8166789435549495 0.65809631222906606 0.70880289725806289 1.0000000180025095e-35 1.0000000180025095e-35 0.10862943175569685 1.1248358748350926 2.2092738772757108 -0.7391250851944472 2.0449780822036492 -0.49083279118224338 2.2603408215975165 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 2.1580054386186571 1.8878787312702219 1.2803166377997726 -0.33888244088082226 -1.6471741456694959 1.0000000180025095e-35 1.2876145863397357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 6 7 -6 8 -5 10 26 13 -3 14 15 -13 23 -17 28 -12 20 21 -11 -23 24 25 -4 -2 -15 29 -8
right_child=1 11 3 4 5 -7 17 -9 -10 19 18 12 -14 27 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.5453980546352915e-05 -4.2981355965194801e-05 -4.7367075998660885e-05 -2.8280594252297554e-05 -0.00021976295638577431 0.00032235687777014399 -0.00054184872388749914 -4.4735376374363571e-05 6.5325244718384285e-05 7.0320814554492532e-05 9.7515267466969082e-05 -6.2309476214434818e-05 0.00025097213756300642 1.9702867144749025e-06 0.00028323710700021559 -6.8436469217776998e-05 -0.00026769282887190903 0.00021791378595167088 9.4483323429503635e-05 6.1072098880136163e-05 -0.00031687290239174742 -0.00012739553193473013 6.6633181559008723e-05 0.00048943760887571266 0.00015971481504649553 -0.00027623808680445869 -0.00017686502548034581 6.0281118045838147e-05 -0.0001105763809351275 -0.00015316907186455414 -0.00024703983508224658
leaf_count=29559 34595 9447 54947 2881 3683 279 40242 4547 11947 6192 11912 5244 5700 987 1127 613 2691 3216 19681 575 1305 886 1573 2421 2475 7054 14057 43223 33930 4942
internal_value=0 -0.0246281 -0.0303945 -0.0418101 0.0784813 0.265925 -0.0487705 -0.0315104 -0.0310665 0.0124608 -0.0404451 0.0412443 0.103248 -0.0584324 0.19491 -0.0322652 0.142331 -0.0901076 0.016077 0.10974 0.133143 0.172151 0.344264 -0.0430586 -0.0519436 -0.0434995 -0.011419 -0.105034 -0.100383 -0.0670586
internal_count=361931 332372 310854 251671 11390 3962 240281 7428 157951 59183 146004 21518 12071 114411 6371 70201 3304 82330 31593 10531 9956 8651 2459 66897 64476 62001 48652 44210 79114 45184
shrinkage=0.000980392


Tree=3483
num_leaves=31
num_cat=0
split_feature=785 519 728 869 938 803 701 785 996 1071 507 1052 791 712 1149 896 923 923 866 353 564 813 657 782 590 579 760 666 609 501
split_gain=27.279 21.4935 26.591 31.7462 28.6597 28.7144 25.7646 25.3804 25.617 29.8421 24.7993 23.1888 24.1206 35.11 23.2099 23.8502 26.0272 24.1595 44.5964 23.1435 23.028 33.6694 22.8177 22.5728 22.5659 22.8174 23.7133 22.4185 37.4487 21.6707
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 -1.077677565945242 0.58460966528228819 1.0565563832172893 0.69084194168817237 0.65809631222906606 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 3.070608018023568 0.13351389361957308 -0.86449023226567734 -0.86449023226567734 0.5880156106821478 1.7080988603044525 -0.84605277249859834 0.44561103650162237 2.2603408215975165 1.0000000180025095e-35 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 0.45873907618427312 1.6285028476148826 1.8699384365633156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 11 -3 8 9 -8 -2 12 14 -14 15 17 -17 18 -4 -18 -15 23 24 -22 25 -12 -27 -7 -29 -9
right_child=1 6 3 -5 -6 27 7 29 -10 -11 22 -13 13 20 -16 16 19 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.5169328445239872e-05 -9.8886240482933576e-06 -0.00017154918024350725 -6.2174898865508994e-05 -8.1284321880531631e-05 -7.080225474428581e-05 2.6191784340049015e-05 0.00010538759768300751 0.00023846654763899828 -0.00019671777661709817 -0.00014834005796124676 9.559784244137637e-05 -0.00017665802215047159 -6.5135027431842001e-05 -7.8453868848975272e-05 0.00021453480932464834 -0.00031499983239335612 -4.7444318713327927e-05 -2.3558525404048651e-05 0.00034958123589167627 -0.00030970438640062016 0.00033601827903810241 -2.0006508701924502e-05 -0.00031805035660163039 0.0001290911674463064 -0.00013313303181763022 6.189011490975919e-05 0.00048324251837486971 0.00035096361084150518 -0.00051689981766501602 -0.00037544902317086749
leaf_count=29559 48652 2525 2724 85264 53095 3905 10244 4177 1916 2365 6192 5155 11739 3552 1542 2419 22249 37660 2278 1681 3217 4725 575 7804 1305 886 1573 2432 230 291
internal_value=0 -0.0241478 -0.0297666 -0.0411425 -0.0235703 -0.00421999 0.0400546 0.0650433 0.0230969 0.0576866 0.0128983 -0.0138516 -0.00700099 0.0462509 -0.0301765 -0.0370212 -0.0908755 -0.00360655 0.141028 -0.0686174 0.0988219 0.130683 0.106451 0.195649 0.129733 0.169113 0.338676 0.132652 0.280435 0.2059
internal_count=361931 332372 310854 251671 166407 113312 21518 18993 14525 12609 59183 106745 101590 31037 70553 69011 26349 42662 5002 23930 19298 15746 10531 11021 9956 8651 2459 6567 2662 4468
shrinkage=0.000980392


Tree=3484
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 647 590 730 783 934 514 603 660 982 1002 710 563 494 907 461 8 1117 29 10 796 570 209 1258 1224 1180
split_gain=21.7586 20.5654 21.1133 20.3455 20.5701 19.6971 46.1961 19.5954 29.0434 24.6869 24.4533 20.4013 22.0576 19.1561 19.1219 20.2362 18.6739 18.5769 18.1105 21.231 18.1013 18.0117 17.8571 18.2772 17.7386 17.6387 21.1679 18.3245 17.6316 19.9124
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 1.7621802667917166 0.69854289147193727 0.76029184741838574 2.0405992520496379 0.9338414958155935 0.51732753832957667 1.0000000180025095e-35 -1.298475463871557 -1.2591097148690287 0.82152675923177465 -0.43543206165028031 0.38087715954262297 0.10327219449165864 1.3315602333802148 -0.2566975764808338 1.9980862990756834 -0.98536440085365629
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 13 6 24 8 10 11 -4 12 -9 14 15 17 18 -5 -11 -20 -14 -8 23 -12 28 -13 -27 -28 -3 -30
right_child=1 5 3 4 -6 -7 21 9 -10 16 22 25 20 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=4.4632417552690275e-05 -1.7055559734847487e-05 -0.00018302499455631082 4.4529143919470952e-05 0.00028439225820887362 0.00044704623248867901 -5.8914531100001175e-05 -0.00068550642254489101 0.00016295275486083406 -6.69666963240951e-05 -0.00013833643839981271 0.00023182020312351051 0.00013354860010310777 -0.00041945820054181221 -0.00045008469930214214 -0.00013272746099357219 -0.00011301884313312109 0.00083331941273902341 -9.2540962751686836e-05 0.00061597277358696283 -0.00014208491632904994 0.00059066256847499249 0.00044395726527411569 -0.00019046276879101592 0.00086953795018683837 0.00016847440899876931 -0.00053343640616166071 -0.00055714750639842886 0.0016499717198525763 0.003202608826140237 0.00036003779052689721
leaf_count=29559 190291 3226 6880 3706 894 93730 93 2134 17685 2949 431 1401 101 287 1070 962 97 676 322 364 996 1291 225 385 1438 504 42 35 23 134
internal_value=0 -0.0173612 -0.00663655 0.0374547 0.136781 -0.0497256 0.079111 0.0139915 -0.0177836 0.101318 0.0932399 0.195831 0.293388 0.0981513 0.121253 0.1734 -0.0373202 0.232428 -0.0648763 0.255868 0.529116 0.401179 0.409024 0.548007 -0.0514894 0.00916388 -0.351867 0.748183 -0.153134 0.825463
internal_count=361931 332372 232437 42146 7595 99935 6205 34551 25606 8945 7921 5213 3231 6701 6414 5344 3732 4382 3635 686 1097 1384 1041 816 4821 1982 581 77 3383 157
shrinkage=0.000980392


Tree=3485
num_leaves=31
num_cat=0
split_feature=785 723 925 921 783 817 791 953 809 685 858 1324 588 1457 150 832 492 57 508 705 1243 637 771 854 797 84 431 80 902 1043
split_gain=12.0723 12.9648 35.9899 28.6143 47.6416 30.6093 29.6285 46.7539 33.4679 25.2523 24.7997 24.5679 24.1217 23.8936 23.1804 23.0005 22.5168 22.3246 21.8499 24.9448 22.1492 21.6249 21.046 20.9404 81.2055 21.4591 23.5195 22.4612 20.455 20.3848
threshold=-0.86283290253235112 -1.0570063487222232 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 -0.5605470670690903 1.0000000180025095e-35 0.67505964681462227 1.0000000180025095e-35 0.58104764358843186 1.0825608069246189 0.70036819076278212 2.250834115212506 0.078020128969186059 -1.2301087152435528 0.72617489638090482 0.4989875652709243 -0.67286866586032446 0.93928964529742032 -1.35842472589906 -1.0757309669904664 1.758494774759918 0.90419804963812089 -0.87473648844905705 0.63961785378869596 -0.010139945829889745 1.2326059499672868 -0.2721002916802383 0.94323303670190828 -1.5596949253059287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 6 5 10 23 8 9 15 12 -10 22 18 -4 17 21 -8 19 -2 -21 -7 -5 24 25 27 -27 -3 -22 -19
right_child=1 3 14 4 -6 16 7 -9 11 -11 -12 -13 -14 -15 -16 -17 -18 29 -20 20 28 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019633437939307985 0.00019630394661659785 -0.0026586070207027541 0.010958069892600245 0.0074066568341352185 0.014580828424713014 0.0012980157136430687 -0.0095671568950445648 0.0065729498501764256 0.0033226069141549194 -0.014263418833015924 -0.008103843878205572 -0.0044163072638695091 0.027142523661942065 -0.00045585488604250342 -0.0024451660786344257 -0.011607945419442031 -0.0086440782772403014 -0.030623333500100821 0.01446705000886221 -0.017928555834068365 0.014342537814026347 -0.015777495496785199 -0.01010158680476079 -0.0025676590360598486 0.014490159183837096 0.0035931572099754182 -0.025354640110311008 -0.020993892081066726 -0.0024928102940503238 0.0022386563528261055
leaf_count=29559 8446 2002 1937 8687 3292 15482 4499 12901 24204 5376 1400 6974 603 9974 27764 6052 5989 596 3289 369 4966 1124 920 150944 3887 3644 462 1749 1110 13730
internal_value=0 -0.00778023 0.0231957 -0.0149062 0.0433208 0.0165682 -0.0251978 0.0154604 -0.0169605 -0.088651 0.105013 0.0310863 0.143083 0.0819524 -0.0325649 -0.0557096 -0.0368844 -0.0166749 0.131005 0.0913083 0.194014 0.00414236 0.114817 -0.0431563 0.0476086 -0.0962122 0.0150744 -0.228041 0.225385 0.0300662
internal_count=361931 332372 57855 274517 37497 34205 237020 74332 61431 30253 11610 31178 10210 28154 29701 24877 22595 18825 18180 14891 6445 16606 9607 162688 11744 7857 4106 3751 6076 14326
shrinkage=0.05


Tree=3486
num_leaves=31
num_cat=0
split_feature=1078 700 294 1435 348 154 777 77 906 1369 1380 100 1306 691 903 1307 752 759 221 1318 18 140 1422 430 1251 1251 427 79 4 737
split_gain=11.7007 14.1374 17.589 17.867 17.6492 16.1816 15.8269 16.2259 16.1904 22.9253 23.7234 20.0656 22.5922 18.4376 18.3965 16.6238 15.9119 15.8302 21.2293 23.3988 23.5005 27.2043 18.6822 20.5156 18.4728 20.701 18.0454 17.9243 17.8013 16.7567
threshold=1.0000000180025095e-35 0.45862817642937209 0.92159612535094959 2.0083258921000415 2.4802742485303031 -1.8612427003931642 2.2114700010556398 2.564643425926143 0.19095125806823965 0.7268191085223229 -0.12533867081588448 1.8955022747217092 -1.0000000180025095e-35 2.4212000037724155 0.48649734052041477 -0.40349676480796309 0.78880898582227543 0.32632102161200632 1.3749337819644696 0.17249719992193671 1.12354890746309 -1.3067439039171553 -0.47136562738859977 3.6075553012221855 -1.2235852996944099 1.7556923944023974 2.8930614402166461 1.3960150324858167 3.8791497851794818 2.4071200156643102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 17 11 13 -11 16 -13 14 -10 -16 -8 22 19 24 29 -22 23 28 -19 -26 -24 -23 -3 -21
right_child=1 6 4 -5 -6 -7 8 -9 9 10 -12 12 -14 -15 15 -17 -18 18 -20 20 21 27 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00013436368118931614 -0.0015186687131977701 -0.0093356131800679514 0.046299855592840562 -0.017814223109923529 0.050228185815289206 -0.011080829055011079 -0.013180997819776148 -0.034866258351290945 -0.013383595669357443 0.043937341122570223 0.1726024508442737 0.022063753888722084 0.18554585939925333 0.14698851358919957 0.089132468790435626 0.0018082131343421311 0.040969158353952484 -0.030822201942145768 0.031091326539370519 -0.015941302616151728 0.12204639317447774 -0.0020021418061777906 0.0019650365527114559 0.11032849793158815 0.017126748015976918 -0.026729768358163236 0.087622343781649556 0.082684901778139711 0.081889551580420036 0.071646980066261176
leaf_count=290345 43138 5144 95 1268 80 6776 658 205 307 69 39 62 21 22 69 96 102 188 467 1842 59 411 7548 20 2469 267 31 71 28 34
internal_value=0 -0.0337181 -0.0555007 -0.0385137 -0.188423 -0.205183 0.0278157 0.00811786 0.319191 0.690395 1.73751 0.0694068 1.40344 0.378679 0.245667 0.942181 -0.0746974 0.0170228 0.13335 0.0791609 -0.138007 0.435307 -0.0363274 -0.160739 0.228409 0.279511 0.0495429 0.199466 -0.172874 -0.277407
internal_count=361931 71586 51357 44406 6951 6871 20229 18784 1445 602 108 843 83 494 472 165 760 18579 5808 5341 2417 541 12771 5192 2924 2736 7579 482 5172 1876
shrinkage=0.05


Tree=3487
num_leaves=31
num_cat=0
split_feature=1469 1452 1456 1391 899 1468 1466 1457 1452 352 701 354 777 633 829 21 185 425 1460 1465 1450 1459 1449 1463 1467 1457 970 493 1452 1323
split_gain=11.5994 26.7214 30.1365 21.5563 21.9236 19.6839 22.4667 24.5769 24.5667 19.6066 20.5214 21.0261 19.6294 20.5299 19.528 19.9813 19.0332 18.8307 18.9884 22.7192 21.0232 21.2307 23.7302 19.5492 26.8832 21.3356 19.2881 18.1859 18.0357 17.9318
threshold=-1.0588145806293296 0.039474337618497217 1.0000000180025095e-35 -0.020537742087872738 -0.48091472896495074 1.5815342945870006 1.2962903438419942 0.63151525041848589 0.21158045436466741 -1.7022994838765835 -1.1666414606725317 1.1426436381774812 0.36395536079635898 0.041153993719260179 0.82384444155777159 0.62211875780133752 0.45051850460492232 -1.8763665069523265 3.4359647346935289 0.48890525498502457 2.0011579755392459 1.2659885913983882 -0.28903415273037497 0.14997226284293133 -0.26660926016955555 -0.45188726494709813 -1.3127528845770156 -0.97510390078525389 0.075388382208316021 -0.045141985888406781
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 6 17 8 -8 -4 11 12 -11 -14 15 -7 -9 -3 20 -20 21 22 23 28 25 -25 -24 -10 -19 -26
right_child=-2 2 9 -5 -6 14 7 16 27 10 -12 -13 13 -15 -16 -17 -18 18 19 -21 -22 -23 26 24 29 -27 -28 -29 -30 -31
leaf_value=-0.009939798109184465 -0.00044735781289093274 -0.02533313744067783 -0.05572871728626945 0.0022893969163261837 -0.00081820611289671729 0.0023812733752803785 0.054937930378312773 -0.014255099566321171 0.036554021263904904 0.041567921918296939 0.0089838026133253045 -0.019772117319034339 -0.048251038554043439 0.060560148862561017 -0.038501479146944587 -0.021175477242297215 0.016658759925947519 -0.044413272946195549 0.041792659565713035 -0.0043349156088846839 0.014361924607767113 -0.012938283798494071 -0.030735472577930623 -0.056299317876674831 -0.016165289687763363 -0.01043433062549709 0.007624809597592052 0.0095681322614540459 0.0023861933225571624 0.020137223710911246
leaf_count=5763 310540 404 66 13023 9579 1543 175 639 321 552 4609 124 79 26 268 609 337 123 253 211 1140 1473 167 343 502 239 4573 1730 2287 233
internal_value=0 0.0275075 0.0818429 -0.0197813 -0.0789063 0.037512 0.0662331 0.2227 0.344783 0.222321 0.234955 0.557782 0.688985 -0.243968 -0.148802 -0.0848209 -0.0598344 0.021181 0.0355973 0.443067 0.0162514 -0.0174843 0.0255424 -0.110088 -0.336735 -0.728386 0.126353 0.279295 0.00647397 -0.0636102
internal_count=361931 51391 23026 28365 15342 17570 15150 3202 2226 5456 5390 781 657 105 2420 2152 976 11948 11544 464 11080 9940 8467 3727 1317 582 4740 2051 2410 735
shrinkage=0.05


Tree=3488
num_leaves=31
num_cat=0
split_feature=139 952 565 1395 567 694 18 775 1185 641 1111 1243 564 73 558 1093 132 434 79 280 622 637 1122 777 1392 1311 1459 904 414 423
split_gain=11.4897 16.8512 20.6243 22.0711 18.5134 15.0817 15.4803 14.8063 15.6521 16.9994 16.0127 15.7754 16.8644 14.69 14.5132 16.949 16.265 20.445 16.3361 17.5848 20.5341 16.535 18.129 16.1846 17.8375 17.6405 22.9933 22.8229 22.0799 17.6197
threshold=1.7766219387338655 1.0000000180025095e-35 -2.038511563228806 -0.44114180241463324 -0.4747215453451466 -0.68214320732035083 0.058079843969733584 0.17602148073960869 0.98892969562877797 0.64312931890513003 -1.1004022595256522 0.50355234511849523 -0.85591426468710774 3.8463684831010281 0.12223434678545157 3.3159053053467531 -0.35597889642441949 0.91292833275810725 -1.1264854845503109 2.4665348224054959 1.076796952619494 0.076640739748694842 -0.13553407968093692 2.7136342237630307 -0.049535908103889352 -0.84003125655168043 -0.35471402996647666 1.9803111585429767 -0.15027778054231575 -0.13079507712007524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 8 9 10 -7 12 -11 14 16 23 17 -4 21 -20 -21 22 -18 25 -25 26 28 29 -16 -28
right_child=1 4 13 -5 -6 6 -8 -9 -10 11 -12 -13 -14 -15 15 -17 18 -19 19 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1.530083277300274e-05 0.11093160739922779 -0.030173835995412169 0.0037840163330043509 -0.014510620235212622 -0.0033006292941513806 0.051878238055811432 -0.027632920338355016 -0.020796170067388979 -0.036023171473287798 0.075708600023461733 -0.0050447007535079904 0.093655073623803306 -0.014920262089128975 0.07445413900595485 0.012991688031792971 0.10015871635044223 0.08082949101314979 -0.020312233860205385 -0.016515370614852563 0.017791073776131913 0.20495159025596754 -0.03248196672204854 -0.034552437164540567 0.0063746627915248688 0.11000452373535968 -0.00071547663785501505 0.013400450620342737 0.09125341114557442 0.068978569822873592 -0.032585762905879966
leaf_count=338958 50 891 3570 49 7129 83 740 540 131 57 703 66 97 35 241 30 57 645 2794 88 25 63 38 93 40 3947 294 38 181 258
internal_value=0 -0.0577067 0.00424154 1.19227 -0.132931 -0.302341 -0.194034 -0.0671128 0.10187 0.21435 0.0363542 0.855933 0.376201 -0.00451269 -0.00950895 0.09119 -0.0829676 0.00732411 -0.24176 -0.294261 0.974355 0.514894 1.04704 0.0804782 1.05174 0.0602294 0.353805 0.0255524 0.782932 -0.111579
internal_count=361931 22973 12536 99 10437 3308 2417 1677 1137 1006 786 220 154 12437 12402 5122 7280 4215 3065 2907 113 158 95 5092 133 4959 1012 590 422 552
shrinkage=0.05


Tree=3489
num_leaves=31
num_cat=0
split_feature=1166 407 284 570 457 1453 1177 1466 701 795 710 638 686 982 854 797 461 335 1002 1383 921 1106 283 1465 705 575 565 609 430 659
split_gain=21.2032 28.4824 25.8699 25.1753 25.0982 25.4785 24.2637 22.8378 22.6052 22.5105 26.4145 27.2683 24.6731 24.7289 24.296 66.7763 23.932 23.5604 22.9149 38.1366 22.4577 24.3378 22.3706 21.8623 21.498 21.3516 26.6821 21.2867 21.1998 21.1022
threshold=-0.94772631485393388 -1.2965003005540392 2.2801252649837127 -0.66020926341496977 2.3716694046974869 -0.074792591002300263 1.1288173896071474 -0.39115731296020156 -1.6271604451432065 -0.29258408639884992 1.3536697095467554 1.273276721297012 1.321975669573771 3.5955928533842081 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.76876521511279583 0.69854289147193727 -1.2876304317353988 1.0000000180025095e-35 1.5428342503840602 -0.50400101430044109 -0.54793628445649167 1.2284335450172812 1.0000000180025095e-35 0.54403223497486131 0.98843275535716713 -0.51024003213946589 -0.65794869715300641
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 8 -6 7 -5 -3 12 14 -12 13 24 15 -11 -15 -13 20 25 28 -22 27 -7 -10 -20 -27 -23 -16 -17
right_child=1 4 -4 6 5 23 -8 -9 9 10 11 17 -14 16 18 29 -18 -19 19 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.8890700673425879e-05 -8.0262804245137174e-05 -0.00011494908661495579 0.00029955432099261275 7.3561484662774397e-06 -0.00025684747658006278 -0.00032976660691453724 -0.0001722464598043335 -9.0861687353251813e-05 3.909297894763957e-05 -7.1491383886956956e-05 5.7552350031797493e-05 0.00058074409460664577 -5.0141761966398824e-05 -0.00069946659143937787 3.3321514290726645e-05 -0.00012290971700677089 0.0011537970586379435 -9.8567069913174025e-05 -3.8537530432640848e-06 -0.00013046683606330415 1.5775510105875133e-05 0.00024265078281821793 0.00040553740191619014 0.0001989308306029665 0.0001496664331025167 0.00096243657279675566 -0.0011732716256144915 -0.00036302541082986411 -6.9673472888731247e-05 0.00034409408992101381
leaf_count=28953 34528 7082 862 27988 5158 823 14698 32865 73170 5466 8448 811 15501 44 13605 480 162 329 354 13597 24222 659 1423 1854 9148 288 38 420 35717 3238
internal_value=0 -5.79057e-05 -0.068962 -0.0422867 0.00826861 -0.144008 -0.0684458 -0.0478255 0.0119898 0.0160354 -0.00575362 0.100232 0.0406785 0.054337 -0.0169549 0.087106 0.811865 0.408973 -0.0285574 -0.108508 -0.0127264 0.0380898 0.238508 0.0603962 0.0524308 0.410247 0.791244 0.00456353 -0.0419703 0.293824
internal_count=361931 257427 35390 104504 222037 7835 75551 60853 214202 207120 109095 9588 98025 82524 99507 9184 206 1140 90323 14277 76046 26724 2502 2677 82318 680 326 1079 49322 3718
shrinkage=0.000980392


Tree=3490
num_leaves=31
num_cat=0
split_feature=785 519 268 785 728 869 660 21 507 126 906 996 1071 657 590 579 760 852 1450 138 219 114 464 347 705 487 1004 635 1121 759
split_gain=21.8169 18.0711 24.5249 29.9941 24.2283 26.4544 26.1509 25.5326 24.473 24.0064 25.4989 23.5903 25.2511 22.5321 22.2908 22.4363 23.8914 21.8275 21.3683 25.0176 22.4 21.3549 20.9382 23.2651 22.1062 20.9062 23.2123 21.0481 20.8797 21.462
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 0.58460966528228819 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 0.65809631222906606 0.70880289725806289 -0.12598777323505009 1.0565563832172893 0.69084194168817237 2.2603408215975165 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 1.0000000180025095e-35 -0.68105566923231198 -0.44390300095582519 0.26753349875916671 3.7888525678453377 1.0000000180025095e-35 1.7568295677752002 1.8323193334265595 0.055091597408409507 2.17808977339492 2.0610481147698709 0.80106270623882148 0.58486168351626755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 11 8 6 17 -8 21 10 -9 12 22 14 15 -10 28 -6 20 -20 -11 -2 23 -3 -24 -19 27 -27 29 -17
right_child=1 2 -4 -5 5 -7 7 9 13 18 -12 -13 -14 -15 -16 16 -18 25 19 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.1580447572786861e-05 -5.8649401993871934e-05 -4.9793351712188324e-06 -0.00011273114138518759 0.00021037539555426917 -7.0635472223077905e-05 -0.00012612188914837223 0.00018385628725326846 -7.8883647697884282e-05 4.3800631968529659e-05 -2.679013419301997e-05 -0.00015595347472204378 -0.00026161106113292915 -0.00019798014184672713 -0.00036521745024366953 -0.00018356543624508463 1.5349226610045454e-05 0.00042956914193074199 -2.6677459851651894e-05 -0.00014024213033360226 3.8447894777229069e-05 -0.00029619262065948911 -0.000996889926039881 0.00019517701572555141 -0.00082493911609159902 -0.0012595278328085744 9.9881477674532173e-05 -0.00040750802321023972 0.00043146355968334165 -0.00066058908956283539 0.0010459457673779717
leaf_count=29559 48543 3417 7713 3273 24706 85264 2028 50345 6192 3230 44747 1407 1724 575 1305 621 1573 10924 5039 15572 2897 109 3767 170 47 5557 412 950 177 88
internal_value=0 -0.0749978 -0.0160389 0.0357536 -0.0800858 -0.0908671 -0.0748797 -0.0927799 -0.0395619 -0.0968555 -0.115499 -0.0176393 0.0214926 0.0531613 0.0762988 0.115282 0.2834 -0.027411 -0.0384016 -0.00441531 -0.156431 -0.0622109 0.0755469 -0.0413164 0.181974 0.0306119 0.129279 0.160738 0.00725242 0.159948
internal_count=361931 332372 21518 13805 310854 251671 166407 123858 59183 121830 95092 10532 9125 10531 9956 8651 2459 42549 26738 20611 6127 48652 7401 3587 3814 17843 6919 6507 886 709
shrinkage=0.000980392


Tree=3491
num_leaves=31
num_cat=0
split_feature=184 973 764 1430 566 1255 1040 207 280 1325 1049 556 1311 1325 1191 491 1389 292 1 1191 1042 838 760 1241 360 1315 831 982 696 145
split_gain=11.6574 16.2322 20.4417 18.9399 18.828 19.5056 18.5707 18.2679 23.9216 18.0318 17.9684 17.3333 22.9035 20.7494 19.0766 17.7609 17.1161 22.8641 22.2077 17.5536 17.0424 17.012 16.9761 16.918 16.5514 16.5286 22.1594 16.475 16.391 18.4756
threshold=1.0000000180025095e-35 -0.20249419830109713 2.3666436365133126 1.4660437873930479 1.4065759795346915 -0.034204188127002211 2.8552421041024951 1.401202244301919 0.76202409156736584 0.64840555469608008 2.8027271870876302 -0.77035381307844075 2.5978080301177324 -0.18965696746808317 0.077839063142811624 0.77296212989243374 -0.71672437969749159 0.35936200760769837 -0.77037401047390663 0.82665582933249393 -1.1360915227159818 -0.9764295678346876 0.5209755565585672 -1.1497663452840712 -1.9245837622211233 2.4508605259852465 1.5439492150636704 0.88001652947474962 -0.084085722178713615 0.35811035913158379
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 -3 -6 16 -4 9 -9 20 -2 22 14 15 -14 -7 18 27 23 -5 -16 -13 -19 -20 -24 -27 -18 -21 -30
right_child=1 3 7 10 5 6 -8 8 -10 -11 -12 12 13 -15 21 -17 17 19 24 28 -22 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.00026707325529833244 0.0033920273430719733 -0.0039849836977925244 0.0072226591170797931 -0.01833112403203006 0.01001797396861267 -0.02529842474656754 0.074123879552251679 0.035301300441689019 -0.057817327721065882 0.1173233586564188 0.073980904631848352 -0.00070097806996776931 -0.0034171321909017924 -0.036084870516136 -0.026661279032281767 0.041053917533536634 0.027999422844346186 0.071561097757797662 0.069024710907387585 -0.0094780728579879122 0.005321509133670071 0.051895454476749682 -0.0055541975655889406 0.00063206841685590663 -0.019738535321744938 -0.042353029238592882 0.074055459919128014 -0.050233954182737232 0.13262078792778023 -0.00064802705304307169
leaf_count=225587 13626 59937 2751 478 3039 502 37 124 38 39 45 37392 528 129 52 142 259 46 27 35 4773 307 10057 357 1046 446 25 46 38 23
internal_value=0 -0.0231023 0.00357787 -0.0512061 -0.0649375 0.0687342 -0.0874329 0.19625 0.868488 1.18326 0.0796233 -0.00597561 -0.0281683 0.308133 0.410103 0.166861 -0.114689 -0.0121471 -0.1721 0.410744 0.066807 0.846316 -0.0365401 0.19623 -0.342985 -0.131508 -0.663403 0.357796 1.29288 1.90224
internal_count=361931 136344 65656 70688 65392 5455 2416 2952 201 163 5296 62704 49078 1158 1029 670 2379 1877 1378 499 5251 359 47920 403 1073 10528 471 305 96 61
shrinkage=0.05


Tree=3492
num_leaves=31
num_cat=0
split_feature=1233 1465 691 710 1470 1452 85 1458 1469 63 1470 218 1024 552 705 1436 771 842 218 769 1470 413 1020 1443 1055 1457 1457 1451 695 360
split_gain=11.5395 19.3921 19.2282 19.1335 23.2855 28.7953 21.5969 18.4911 24.1001 26.6643 25.9922 18.7871 18.3407 18.1758 17.0441 19.3359 16.6186 16.1897 16.8858 16.1882 18.5412 19.9866 17.4187 18.1893 17.446 16.1697 26.9985 29.3647 25.3322 23.7926
threshold=1.0000000180025095e-35 -0.4704356069848657 -0.97884637654869533 1.6693584243736712 0.82151526813113451 -0.41856544355034714 -1.2136899435459945 -0.1846515288168421 1.171815316512917 0.78178057933699419 0.084319207001526189 -0.39520849204006431 1.0000000180025095e-35 -0.0724998109311185 0.50462717451254313 1.5601477112223734 -0.55637045213369507 0.68527619142772489 -1.2519543769716208 0.95786341055217528 1.9805293963242088 -0.45153656998969582 1.3028993738884604 1.593744732512876 -0.39674743141501606 -0.30164077649911097 -0.056644589564525123 2.7768142128538291 -0.28700448703119191 1.9310190080678102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 7 6 -6 -5 17 19 10 -10 -12 14 -8 15 -2 -7 -4 -19 20 22 -22 -9 24 -24 -3 28 -28 -27 -30
right_child=1 25 3 4 5 16 13 8 9 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=2.962401368190392e-05 -0.022304351277931452 -0.0033815542847113766 -0.014549688596638577 0.040951234302036621 -0.0124851845977898 0.02685695952888166 -0.022191229163156124 -0.012271407347245352 0.022681872727144867 -0.046388948600296034 0.2083246475198528 0.038940067950764289 -0.041887170897971927 0.010568275214066138 0.017016683680810808 0.037328964821109312 0.082695675673791783 -0.046045721817770641 0.0060481142629763536 0.011660514036414632 -0.040229309741510712 0.056305350619370004 -0.030333044566722291 0.12711646153798348 0.029322835980920833 -0.00071977826594834095 -0.0018273709672976726 0.031533061703839842 0.017332529387804278 0.076151543940782496
leaf_count=315838 1325 13910 5805 146 156 159 663 3763 563 125 20 25 606 463 276 77 105 192 1257 981 42 118 112 20 189 1631 10879 330 2069 86
internal_value=0 -0.0430802 -0.116583 -0.0820744 0.16198 0.617887 -0.0219707 -0.120377 -0.0155862 0.41295 0.587548 2.51349 -0.354303 -0.151778 -0.226619 -0.354521 1.03368 -0.220118 0.0318902 -0.0807722 -0.149623 0.639085 -0.187901 0.329046 0.188933 -0.00402457 0.0536037 -0.00989379 0.237318 0.406612
internal_count=361931 46093 17188 14904 1692 420 1272 13212 5958 733 608 45 2284 1126 1678 1402 264 7254 1449 5225 4244 160 4084 321 301 28905 14995 11209 3786 2155
shrinkage=0.05


Tree=3493
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 660 21 507 126 906 852 657 590 924 1252 978 355 579 760 633 114 1450 138 219 234 1121 759 487 1004
split_gain=23.4329 20.3995 27.1818 26.8362 25.665 33.7746 27.0691 25.3118 24.9185 24.2244 26.3362 23.3474 22.8256 22.7128 22.4585 23.0678 23.0366 22.3633 22.2061 24.0382 21.6745 21.4995 21.4221 25.1774 22.5587 21.0151 20.9629 21.5284 20.9341 23.4339
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 0.65809631222906606 0.70880289725806289 -0.12598777323505009 1.0000000180025095e-35 2.2603408215975165 0.58895901036483078 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.45913340316272039 1.0000000180025095e-35 -0.50651532704525792 -0.96673487256783863 3.7888525678453377 -0.68105566923231198 -0.44390300095582519 0.26753349875916671 -0.89470958077722174 0.80106270623882148 0.58486168351626755 0.055091597408409507 2.17808977339492
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 6 11 -8 21 10 -9 -6 13 18 -7 16 20 -4 -10 26 -16 -2 24 -24 -11 -22 27 -20 -13 -30
right_child=1 2 17 -5 5 14 7 9 12 22 -12 28 -14 -15 15 -17 -18 -19 19 -21 25 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=4.310620911701736e-05 -5.2881965145529612e-06 -9.2875825078469774e-05 7.3107052661818457e-06 7.4080058006767177e-05 -1.7430941874661642e-05 -9.0526153553430327e-05 0.00023738952484023227 -2.4864571776643117e-05 9.9349859435089136e-05 2.7600738168954296e-05 -0.00010390383817526193 3.03688710683057e-05 -0.00031641183049242288 -0.00013171035768524511 -0.00034629884191066909 0.00089613485909839391 -0.0013586307685885045 0.00030537564339709855 6.8133911525882924e-05 0.00048563295237780992 -0.00039127477303830199 -0.00095109841047950872 -8.718241046466541e-05 9.3063741614528699e-05 -0.0002445151425500114 0.00018001410399201879 -0.00061275033092949281 0.0010998211825824855 0.00021568780726517858 -0.00035626442467262553
leaf_count=29559 48543 7439 1790 9681 24706 79939 2028 50345 6192 3230 44747 10924 575 1305 897 171 73 2608 621 1573 505 109 5039 15572 2897 3679 177 88 6507 412
internal_value=0 -0.0212423 0.041394 0.00255313 -0.0267285 -0.0379266 -0.0197676 -0.0381601 0.0152613 -0.0422659 -0.0612056 0.0287556 0.109225 0.132546 -0.0810894 0.0753952 0.0432493 0.187776 0.172132 0.339681 0.0628112 -0.00781559 0.0167394 0.050924 -0.102236 0.126897 0.0619741 0.214749 0.0889368 0.188288
internal_count=361931 332372 21518 17120 310854 251671 166407 123858 59183 121830 95092 42549 10531 9956 85264 5325 5154 4398 8651 2459 5081 48652 26738 20611 6127 4184 886 709 17843 6919
shrinkage=0.000980392


Tree=3494
num_leaves=31
num_cat=0
split_feature=890 407 43 795 705 660 774 706 87 1319 1451 146 909 971 225 738 1453 1298 1223 833 1381 696 54 296 630 1382 50 1470 1173 284
split_gain=20.9195 27.9013 23.2505 22.2826 29.7885 26.0857 22.8944 22.7189 23.4099 24.1918 20.5259 19.9034 19.3551 19.2231 22.7776 21.9557 21.5319 21.164 26.2391 21.8522 21.0779 21.7864 19.414 19.3572 19.8565 19.0008 18.9242 18.8679 23.7892 18.7422
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 -0.29258408639884992 1.2284335450172812 -0.72421686037558375 1.3233950244699619 1.6587694671337185 -0.28810371845626093 -0.082138955862545562 0.75140231727557782 0.27772505324771418 -0.62658750036069699 -0.33987089599926784 -0.59056569541295367 1.0000000180025095e-35 1.2904438997469929 1.0000000180025095e-35 1.0000000180025095e-35 -0.080220610403502937 1.4957253429421413 1.1538550379591352 2.0367191565872536 -1.2890119138274743 1.5622455038659673 -1.2717482033835055 0.55630078546380823 -0.70412577816383015 -0.22650301438394035 0.013311271804898181
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 10 3 4 5 27 -6 8 26 11 -2 -10 -11 14 16 17 23 18 -15 -19 21 -17 -20 24 -1 -9 -7 28 -3 -29
right_child=1 2 -4 -5 6 7 -8 25 9 12 -12 -13 -14 15 -16 20 -18 19 22 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0004208444327326696 -9.8726042298617953e-05 -0.00015643485418014553 -0.00012912858338408391 -1.4544232816273357e-05 0.0001522724319744902 -6.7070496225790937e-06 -0.00038080705522382355 -0.00046427184495264278 -0.00017145092689879539 -0.00020557464868445818 6.0538950303630812e-05 -5.1551569850631771e-06 3.1466676474221894e-05 -0.00027476458342298119 -0.00011580237057782037 -0.00021054249380398707 0.00022318933973719445 3.0766788730649304e-05 2.0159536458656606e-06 0.0002309046602522582 0.00023454268039280313 0.00011508495993876068 0.0013761607774209043 -5.9223275081883099e-05 -0.00077741561257572815 0.00019638034047828393 0.00011882467004886395 4.3280895478367326e-05 8.8548747164557851e-05 0.00018321648335392453
leaf_count=757 31623 3215 8848 118159 11031 22204 411 300 12042 2010 5215 5048 13114 5525 37858 7722 1701 11823 7295 4231 1141 1633 47 16628 116 3770 6997 9002 4127 8338
internal_value=0 -0.00595814 0.00216566 0.00597258 0.0301142 0.0164904 0.136596 -0.00756742 -0.0179813 -0.0604132 -0.0731202 -0.121342 0.00263937 -0.049219 -0.0794874 -0.00482187 -0.0101675 0.0307512 -0.058559 0.0852742 -0.111255 -0.152655 0.0132773 -0.0399122 0.309179 0.160673 0.0271987 0.0760509 -0.0161957 0.115102
internal_count=361931 265454 228616 219768 101609 90167 11442 65485 61415 32214 36838 17090 15124 96477 57060 39417 19202 28921 12867 16054 10496 9355 7342 17501 873 4070 29201 24682 7342 17340
shrinkage=0.000980392


Tree=3495
num_leaves=31
num_cat=0
split_feature=785 519 268 785 996 1071 728 869 660 21 126 906 852 507 657 590 579 760 1450 138 219 941 464 347 705 114 813 484 1121 759
split_gain=21.6915 19.8103 25.3063 27.7788 23.179 24.2515 22.7284 30.9184 27.3522 25.368 24.6107 27.0066 23.8355 23.6661 22.0374 21.887 23.1686 23.6878 21.4555 25.0587 22.8443 21.3733 21.3359 22.9498 22.0999 21.2869 21.1493 22.461 20.935 21.2222
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 0.58460966528228819 1.0565563832172893 0.69084194168817237 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 0.70880289725806289 -0.12598777323505009 1.0000000180025095e-35 0.65809631222906606 2.2603408215975165 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 -0.68105566923231198 -0.44390300095582519 0.26753349875916671 1.9607587081991176 1.0000000180025095e-35 1.7568295677752002 1.8323193334265595 3.7888525678453377 3.0233829522501328 -0.80856081684158221 0.80106270623882148 0.58486168351626755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 22 13 8 12 -10 11 21 -8 25 15 16 -15 28 20 -20 -12 26 23 -3 -24 -2 -11 -28 29 -18
right_child=1 2 -4 -5 -6 -7 7 -9 9 10 18 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.0236275789867505e-05 -7.4801278102839522e-06 4.9509314354994431e-05 -5.973673712280172e-05 0.00025902282761048896 -0.0002020121645615173 -0.00013651839427769052 -1.8088373243228679e-05 -7.7307289673700537e-05 0.00023656323187504102 -4.2742956080518031e-05 2.8244642806783143e-05 -0.00010507219057470576 8.755741322296091e-05 9.1540256660056592e-05 -0.00031408275388209551 -0.00013234283561816768 6.8256848936073205e-05 0.00048128747205351824 -8.6877704483974319e-05 9.284496284981467e-05 -0.00024541905389360798 0.00017329506071878795 0.00025173448765871911 -0.00076688530645176753 -0.0012002427832304939 -0.00094777338430742286 -0.00078612491724012546 0.00047139200987519788 -0.00061232167398114388 0.0010916646227412197
leaf_count=29559 48543 3417 7713 3273 1407 1724 24706 85264 2028 47283 3230 44747 17843 6192 575 1305 621 1573 5039 15572 2897 2353 3767 170 47 109 88 621 177 88
internal_value=0 -0.0216311 0.0400835 0.0924627 0.0411081 0.0797868 -0.0270313 -0.0375671 -0.0202089 -0.0386829 -0.0427966 -0.0618709 0.0285378 0.0124357 0.103877 0.12674 0.16553 0.336538 0.0166438 0.0508349 -0.102353 -0.0255948 0.132598 0.0146849 0.239714 -0.0100365 -0.0371688 0.34393 0.0611366 0.213689
internal_count=361931 332372 21518 13805 10532 9125 310854 251671 166407 123858 121830 95092 42549 59183 10531 9956 8651 2459 26738 20611 6127 50345 7401 3587 3814 48652 47992 709 886 709
shrinkage=0.000980392


Tree=3496
num_leaves=31
num_cat=0
split_feature=785 519 268 785 996 1071 728 869 660 21 126 906 507 852 689 590 51 579 760 1450 138 219 114 1453 464 347 705 487 1004 635
split_gain=20.9656 17.7122 24.1393 28.1933 23.6542 24.5636 22.9976 28.7571 26.6074 27.2308 24.488 25.9314 23.6259 22.8403 22.0747 22.734 22.7849 22.1791 21.9684 21.4585 25.1158 22.5648 21.338 20.8194 20.7059 23.1631 21.9545 20.6711 23.395 20.6285
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 0.58460966528228819 1.0565563832172893 0.69084194168817237 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 0.70880289725806289 -0.12598777323505009 0.65809631222906606 1.0000000180025095e-35 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.35315847874617967 -0.68105566923231198 -0.44390300095582519 0.26753349875916671 3.7888525678453377 1.2041679343814773 1.0000000180025095e-35 1.7568295677752002 1.8323193334265595 0.055091597408409507 2.17808977339492 2.0610481147698709
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 24 12 8 13 -10 11 -11 22 -8 15 17 -17 -14 -19 21 -21 -12 -2 -4 25 -3 -26 -15 29 -29
right_child=1 2 23 -5 -6 -7 7 -9 9 10 19 -13 14 27 -16 16 -18 18 -20 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=4.0738942835968961e-05 -5.4719357532494314e-06 4.8830911302941717e-05 -0.00010051805414851755 0.00025754952469624054 -0.00020797736526651197 -0.00014088590600822574 -1.6714615483959669e-05 -7.4270704255821769e-05 0.00024818905898087813 -2.4609560078921346e-05 2.8479411573373943e-05 -0.00010307292444212966 0.00011017453609627701 3.0310919682292798e-05 -0.00014566628952874559 5.6836076918886512e-05 -0.00058522305513361366 0.00013521873042381029 0.00054562220536343204 -8.6073815380187483e-05 9.4041905993133803e-05 -0.00024378472832392887 -0.0009474068438750133 0.00023882070587173394 0.00024776135487044779 -0.00077189657427792328 -0.0011999655857600536 0.00015701282273948558 -0.00035706197832035744 0.0004862923390674752
leaf_count=29559 48543 3417 6874 3273 1407 1724 24706 85264 2028 50345 3230 44747 5619 10924 1511 808 391 1023 1179 5039 15572 2897 109 839 3767 170 47 5557 412 950
internal_value=0 -0.0201493 0.0382636 0.0894615 0.0376948 0.0768111 -0.0252624 -0.0358737 -0.0191203 -0.0373642 -0.0416294 -0.0606791 0.0144826 0.0290007 0.105955 0.144216 -0.133047 0.185828 0.362071 0.0177242 0.0519562 -0.101399 -0.00799519 -0.0605145 0.130037 0.0137861 0.235687 0.0885322 0.187265 0.218945
internal_count=361931 332372 21518 13805 10532 9125 310854 251671 166407 123858 121830 95092 59183 42549 10531 9020 1199 7821 2202 26738 20611 6127 48652 7713 7401 3587 3814 17843 6919 6507
shrinkage=0.000980392


Tree=3497
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 730 783 514 934 603 660 1002 209 1022 146 462 706 563 907 461 494 832 8 1117 570 1421 82 350
split_gain=28.4392 21.3508 22.5684 23.298 22.0584 21.3213 52.3564 21.1342 30.1246 26.8042 26.2998 20.2399 22.7073 19.2875 22.0367 19.2526 19.9267 18.7225 24.8893 18.5961 18.2089 21.1845 18.0372 18.2024 18.0177 18.011 17.9704 20.2364 19.3422 20.8441
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 0.69854289147193727 0.23696906566319156 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.7353186015506989 2.0405992520496379 0.51732753832957667 1.0000000180025095e-35 0.9338414958155935 -1.1659372259537972 -1.298475463871557 -1.2591097148690287 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 7 -5 6 -3 8 9 -4 11 12 -9 22 -15 16 17 -2 -19 20 -12 -22 -6 -24 -14 -8 27 28 29 -7
right_child=1 5 3 4 13 26 25 10 -10 -11 19 -13 24 14 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.9207857855003611e-05 -5.0513993166055346e-05 -5.8015479538256617e-05 3.9097848392011844e-05 -0.00011554042209993706 0.00028870316404588464 -6.3316138825310705e-05 -0.00066900311329783622 0.00016293375714677812 -7.3145090905488817e-05 0.00041268960912941281 -0.00014355424030263551 1.1847810058771648e-05 -0.00041273948996809764 -0.00040558083158360433 0.00022204967061437771 -2.8013805602770164e-06 0.00028546442183456313 0.0013260372941217191 -0.00069677183876316927 0.00082641209558032675 0.00061099481666321048 -0.00014577652276311518 -0.0019023788954194399 3.3719304141188276e-06 0.00059575821902185919 0.00046518646943224603 -9.0546651935509697e-05 -0.00023396417657926984 -0.00016424904288581303 8.3453584303014517e-05
leaf_count=29559 85846 4821 6880 1294 4514 10486 93 2134 17685 1041 2949 1982 101 480 482 103001 802 46 596 97 322 364 27 798 996 1291 61493 2973 3798 14980
internal_value=0 -0.0216393 -0.0107136 0.0348512 0.141063 -0.0545726 0.0793772 0.00974887 -0.0232158 0.0898571 0.100456 0.198083 0.295278 0.192064 -0.0831828 -0.02183 -0.0501613 -0.0542251 -0.542522 -0.0425353 -0.07001 0.251401 0.242276 -0.0504868 0.534504 0.42294 -0.0653411 -0.0167239 0.00193505 0.0272528
internal_count=361931 332372 232437 42146 7595 99935 6205 34551 25606 7921 8945 5213 3231 6301 962 190291 87290 86488 642 3732 3635 686 5339 825 1097 1384 93730 32237 29264 25466
shrinkage=0.000980392


Tree=3498
num_leaves=31
num_cat=0
split_feature=785 728 784 852 1307 211 657 569 703 980 5 833 647 590 14 356 770 622 771 796 772 381 1466 983 672 427 563 772 471 221
split_gain=22.8101 18.2968 22.0456 20.671 23.9115 22.0105 21.9414 21.5118 22.4843 21.2429 20.3247 19.9876 19.446 46.3841 18.5394 18.0024 18.1691 18.5304 17.6109 17.5495 17.7244 19.3918 19.2214 20.441 20.6591 17.5242 19.5836 20.4334 19.1405 26.8105
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0747610123934368 1.3390041783085433 -0.62944366619299574 2.2603408215975165 0.082615654494043025 1.2527926291041005 0.93965787111466315 -1.0821368227570305 1.5919315457291203 -0.87782724458594241 0.58895901036483078 0.79293532814295575 -0.43161067717539375 -0.93674546461137786 -0.0034216825924112183 1.5265272373495906 0.38087715954262297 -0.28708682036526079 -0.32502189658861175 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 -0.20972698861124195 -1.6915825343602964 0.52617488774507659 1.0000000180025095e-35 0.89892213445008484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 6 5 -5 11 8 -8 -6 -7 25 13 19 -13 -15 -17 -18 -2 -3 21 -21 -22 24 -24 28 27 -27 -4 -30
right_child=1 12 3 4 9 10 7 -9 -10 -11 -12 14 -14 15 -16 16 17 -19 -20 20 22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=4.4466145292126506e-05 -1.6420337518610264e-05 -0.0001505027643849386 4.7358475688355577e-05 2.6509372098227291e-06 -7.0296292321321574e-05 -0.00033689625988580612 -0.00031863008728021358 8.3081157177278421e-05 -0.0014595406065097414 -0.0010807800104347227 0.00030056487985449955 0.0001106729262119329 -5.86939687245376e-05 2.6597118180855635e-05 0.0005437896716634147 -0.00043815459923781129 0.00076321676871195687 1.8511514986961891e-05 -0.00017284688109322859 0.0010072292943422636 -0.00034304448170247378 8.650913736169474e-05 0.00088365844293840454 -0.00063089721393899656 -0.00083037776202334751 0.0001165921592753249 6.3454702321432286e-05 -0.00089198080287262831 -0.00018908702497174475 0.00014235875706619715
leaf_count=29559 186353 3383 5591 2043 879 281 935 632 92 143 3872 2293 93730 426 525 85 693 180 3938 235 540 276 229 100 58 202 16771 274 6298 1315
internal_value=0 -0.0190147 -0.00890228 0.036157 0.139996 0.184394 0.0133504 -0.22771 -0.419668 -0.202643 0.271452 0.0260687 -0.0495589 0.0784689 0.201855 0.401323 0.553253 0.633913 -0.0198961 -0.0523811 0.169722 0.527777 -0.0327803 0.355399 0.646872 0.00934257 0.0538933 -0.442198 -0.0540266 -0.12702
internal_count=361931 332372 232437 42146 7218 6196 34928 1659 1027 1022 4153 33269 99935 6205 2818 1384 958 873 190291 4821 1438 511 927 387 287 30451 17247 476 13204 7613
shrinkage=0.000980392


Tree=3499
num_leaves=31
num_cat=0
split_feature=785 728 784 852 1307 211 657 569 703 980 5 833 647 590 1022 146 462 706 14 356 770 622 351 1016 346 1249 1040 759 834 678
split_gain=22.4519 17.4209 20.3101 20.2679 24.3806 21.6575 21.6166 21.4869 22.4574 21.1862 20.1814 19.7874 19.4575 47.0975 18.5228 20.4318 18.8028 25.0003 18.4587 17.9346 18.0884 18.4647 17.5261 17.5128 20.1909 20.5057 24.3052 20.5055 19.7156 17.5626
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0747610123934368 1.3390041783085433 -0.62944366619299574 2.2603408215975165 0.082615654494043025 1.2527926291041005 0.93965787111466315 -1.0821368227570305 1.5919315457291203 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.7353186015506989 0.79293532814295575 -0.43161067717539375 -0.93674546461137786 -0.0034216825924112183 2.0347385979342092 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.1612684629536689 6.0948733974029876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 6 5 -5 11 8 -8 -6 -7 -4 13 22 15 16 23 -18 -13 -15 -21 -22 -3 24 25 26 28 29 -2 -28
right_child=1 12 3 4 9 10 7 -9 -10 -11 -12 18 -14 19 -16 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.4040201602155554e-05 -0.000318332968542489 -2.7587562174008261e-05 7.4254436211348559e-06 1.5820926013855747e-06 -7.6493105727660379e-05 -0.00033752750034000517 -0.00031844572114405413 8.2970454880397916e-05 -0.0014583241460990896 -0.0010845932912963657 0.00029719714838144528 0.00010814685482543681 -5.7877946052948724e-05 3.047962965912595e-05 -9.8198613570334384e-07 0.00029239752409243158 0.0013339059321438591 -0.0006955659396807787 0.00054015942656416357 -0.00043367947376651053 0.00076531388566424008 2.2023512017139857e-05 -0.00095335531011554796 -2.1313736066914621e-05 -0.000183962242923474 -0.0001959254946705108 -1.9380294383839818e-06 0.00076060399658262675 0.0010565958041124787 0.00077508016673460479
leaf_count=29559 2716 4669 30451 2043 879 281 935 632 92 143 3872 2293 93730 426 103001 802 46 596 525 85 693 180 152 45119 14567 6632 16420 210 80 102
internal_value=0 -0.0189292 -0.00906656 0.0341637 0.136953 0.181799 0.011593 -0.227626 -0.419399 -0.208687 0.268131 0.024208 -0.0487255 0.0792887 -0.0196149 -0.0474099 -0.0515263 -0.541019 0.199033 0.404508 0.556074 0.636453 -0.0525038 -0.0488194 -0.0946448 -0.0532261 -0.0146626 0.0174668 -0.278112 0.00690161
internal_count=361931 332372 232437 42146 7218 6196 34928 1659 1027 1022 4153 33269 99935 6205 190291 87290 86488 642 2818 1384 958 873 4821 85846 40727 26160 19528 16732 2796 16522
shrinkage=0.000980392


Tree=3500
num_leaves=31
num_cat=0
split_feature=785 712 578 1183 1247 1065 915 762 8 691 1048 1109 424 556 1112 161 1245 768 213 618 400 484 11 554 832 968 1065 977 21 434
split_gain=12.3665 13.1942 13.4068 13.3756 18.7018 17.2065 15.9978 19.7805 17.5702 17.2753 15.6791 13.7761 13.6843 20.1946 18.348 17.0565 17.2784 14.9838 18.276 18.2299 13.9265 17.0561 15.8901 16.8407 15.3731 13.2791 14.9084 16.3946 17.706 14.6484
threshold=-0.86283290253235112 -0.63779424894106762 -0.87905496296652397 0.76365206452246459 0.2905428076071872 0.53317830391623378 -0.24991867999197284 0.061701201476533983 0.44640978506230083 0.56030505392914753 -0.28482274123839951 3.1902088668715005 -0.078169524705953244 -1.2522339738082569 -0.071876565593546965 -0.33459444313053077 -0.1638459998307987 1.0000000180025095e-35 -1.3901114593260184 0.61571818544004231 1.0000000180025095e-35 -0.54990056917492292 0.64620083583579135 -0.14412299810863127 0.12745381913097856 1.9512475473503084 1.0518754624258557 -0.40020718645715286 2.8914116612721714 1.365519071788371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 5 6 10 8 -8 -9 -5 12 14 -14 15 16 -1 18 -16 -19 21 -20 23 -23 -25 26 27 -4 29 -29
right_child=-2 2 25 4 -6 -7 7 9 -10 -11 -12 -13 13 -15 17 -17 -18 19 20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.020553876497096862 -0.00047427911909090308 0.0092562139136493169 -0.0033027303397064286 0.019872896601614336 -0.020805865395862804 -0.017496500120340066 -0.05784625523245699 -3.5180743611605958e-05 0.063203687073236578 0.13389988360366256 0.084962173051669448 0.080014495796044055 0.072993465124586945 -0.023961712528629029 0.08570178978039604 -0.03536931125987227 -0.026804522594567767 0.069990706348486781 -0.029459999194002648 -0.014880551338700716 -0.028259820774050405 -0.018779489284802702 0.0932578903690887 0.080068501433277109 -0.028534233015318811 -0.012375647652980316 0.0097865678748634555 0.0048591274283523965 -0.035809726375881201 -0.0099275120302589007
leaf_count=227 332372 3439 6537 92 216 112 93 36 20 23 92 23 27 1071 29 383 179 74 93 43 184 100 30 52 26 756 2897 11668 180 857
internal_value=0 0.0381082 0.0532936 -0.10626 0.191363 0.44899 0.705654 0.102824 -0.569415 1.23455 1.12352 -0.184719 -0.201745 -0.418407 -0.0610829 -0.313727 -0.00385382 0.205661 0.0285626 0.844522 -0.0760105 0.215578 0.562041 0.276881 1.01256 0.0346186 0.044486 0.0230982 0.0686415 0.077083
internal_count=361931 29559 26334 3225 684 468 356 172 113 59 184 2541 2518 1098 1420 789 406 631 514 117 485 301 208 178 78 22895 22139 19242 12705 12525
shrinkage=0.05


Tree=3501
num_leaves=31
num_cat=0
split_feature=43 811 582 980 1140 910 1254 1221 140 651 474 1110 290 1247 637 977 915 495 430 1452 836 914 1463 843 1467 1458 1465 1459 215 1286
split_gain=12.1237 14.9959 19.0424 20.4613 19.4973 22.2798 21.7326 18.9066 19.8987 27.2924 18.361 17.8972 20.1218 19.586 17.2193 16.8432 16.5199 19.0859 21.2943 18.7759 18.0928 16.8478 16.4131 28.5829 25.6944 33.2908 31.3063 25.3917 24.7743 24.5909
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.1384355827858248 1.6115813962958094 -0.3288949744176709 -0.086417884958048877 -0.76887984451400382 3.5513468637286456 1.2105731329078739 1.0000000180025095e-35 3.5796600136738763 0.12913566510631219 2.1089670232183031 -1.1384717256195258 -1.6106038530670512 2.4781376440749425 -0.19695330835199032 -1.4880522586349716 -1.7159735676597401 -0.39887092131834295 -1.1494152849959232 -0.62182507046399127 -0.052537044703927886 -0.28395146662106846 -0.47799446732384149 -0.54544881628266473 -0.40523020188868136 -0.44254886610018701 -0.35687087560975023 0.78161905918100072
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -4 10 -9 -10 22 14 16 -14 -3 -7 20 21 -19 -20 -13 -18 -1 28 25 26 -25 -28 -24 -27
right_child=-2 11 3 -5 -6 15 -8 8 9 -11 -12 12 13 -15 -16 -17 17 18 19 -21 -22 -23 23 24 -26 29 27 -29 -30 -31
leaf_value=0.0001121810414051021 -0.0017437382358978012 0.015282310060660043 -0.0091256284715176932 -0.018816515274880267 -0.006302790340086766 -0.0054055035585338024 0.015391703144375019 -0.018737237347848528 0.065817291701827346 -0.034085415521600153 -0.011764153257291375 -0.015129894378959766 -0.043519782808160649 0.016506231364744644 -0.00042008172817328864 0.066568968519474775 -0.063359244304458121 -0.059958764255712227 -0.015021575528331419 -0.004139756858845974 -0.0006518213494333706 0.064257898807690117 -0.0051890214554266949 0.001277304364713083 0.0018144448349427186 0.001502487013158053 0.0065790111861512195 0.025495757255235479 0.0017963453470114168 0.013146094401307699
leaf_count=124896 74777 1105 680 1010 6624 2725 1968 1328 94 63 2330 1739 96 799 39193 39 25 175 4159 5775 11368 99 11770 1812 31451 11108 1266 2528 18252 2677
internal_value=0 0.00141116 0.0100811 -0.0719725 -0.0466133 0.0536784 0.200483 0.0155686 -0.266929 0.516766 0.017257 -0.0308177 -0.0828576 0.236301 -0.000588074 -0.0866327 -0.0979393 -0.173505 -0.184664 -0.172014 -0.0431712 0.846136 0.0191021 0.0439901 0.0751963 0.139501 0.28219 0.388303 -0.0139906 0.0792356
internal_count=361931 287154 222621 13046 12036 5412 2648 209575 1485 157 208090 64533 24235 895 40298 2764 23340 10233 10109 9934 13107 124 205760 80864 50842 19391 5606 3794 30022 13785
shrinkage=0.05


Tree=3502
num_leaves=31
num_cat=0
split_feature=728 659 695 836 419 348 1045 86 670 975 224 294 789 634 978 667 358 1469 28 1111 287 287 1055 150 623 1469 275 813 1161 627
split_gain=12.0308 15.1712 14.7721 15.0404 17.0607 14.8768 15.0155 16.0984 17.6722 17.5551 14.9674 17.1904 18.9745 19.4089 18.9135 18.3136 19.7783 18.2889 17.4879 16.3439 16.1761 16.2171 20.3676 18.8932 15.6833 15.3896 26.3536 15.5985 16.4531 16.7949
threshold=1.0000000180025095e-35 0.62821384419828064 2.9294286516458876 3.1263082721101774 -0.8916495680253953 -2.0028762986195416 0.26422933102186369 -0.661341056818885 1.0000000180025095e-35 -0.067476492204109964 2.5770802207898433 -0.9596767862601413 -1.0150778717537359 1.015082512269222 -1.1462055262450856 1.0000000180025095e-35 0.98178070364387848 -0.57098723098975535 -1.0000000180025095e-35 2.3727033970874669 0.22715830314259366 -0.61382766913655562 0.29072762987614509 -0.28316188333588482 0.4718586313903036 -1.3263328046252252 0.4022431516292117 2.1641256470006294 -0.92422161023524152 -0.92144971466487513
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -2 9 -9 19 -12 -13 14 17 16 20 -14 -19 25 21 -16 23 -23 -24 26 -7 -27 -29 -30
right_child=2 -3 -4 4 -6 10 -8 8 -10 -11 11 12 13 -15 15 -17 -18 18 -20 -21 -22 22 24 -25 -26 27 -28 28 29 -31
leaf_value=0.00055784844813684946 -0.040744622309846511 -0.0018683074824239335 -0.031821367783023427 -0.034465746177590108 0.04410547597634859 0.038239435508134342 -0.048654239931348209 0.0081988360043924804 -0.027379120006302216 0.099932532097022353 -0.029740567422864229 -0.032821929854498742 0.0083953486045208886 -0.022173868819452446 0.024119670061434464 -0.0037478666008922477 -0.027478142256122481 0.047036906285886561 0.163700275080124 -0.012285144284990421 0.004278152126391265 0.069877497660168902 0.15979850877862334 -0.018467785459204737 0.034197042227034825 -0.0017369891245285923 -0.021291992545522786 -0.0069551970841999575 -0.016735204332147306 0.011746994887709573
leaf_count=211817 198 41024 362 60 196 256 341 101 152 48 189 196 56 217 278 534 100 52 39 2684 213 121 40 59 21 98281 123 1080 293 2800
internal_value=0 0.00343218 -0.0277692 -0.0263094 0.565049 -0.0278428 -0.426275 -0.13159 0.257489 0.826422 -0.0255859 0.201715 0.277524 0.35568 0.456929 0.358941 0.578618 1.36355 2.10016 -0.0295887 0.716059 0.941702 1.36336 0.941004 2.46797 -0.0249105 0.394962 -0.027227 0.104712 0.18431
internal_count=361931 252841 109090 108728 256 108472 840 499 301 149 107632 2115 1926 1730 1513 1366 832 147 91 105517 732 519 241 180 61 102833 379 102454 4173 3093
shrinkage=0.05


Tree=3503
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1175 858 1434 885 1429 486 1463 211 238 558 1175 569 772 699 1175 1312 759 694 400 912 914 149 1383 830 125 1369 1065
split_gain=12.1188 25.7002 19.3725 17.9627 17.0022 16.5968 20.2543 19.164 19.4312 18.3317 17.411 20.4928 17.1511 21.3246 27.9678 19.2518 16.7615 22.423 24.7547 26.5718 19.0937 16.7582 16.695 18.2037 19.0864 19.1878 17.529 16.8156 19.8462 22.4252
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.3196556121463385 1.0825608069246189 1.0000000180025095e-35 4.8263866747680533 1.13172262110474 2.7853553393665607 0.78297113481662528 -0.75942184485996533 1.235495788720584 -1.01333697086966 -1.5190649771614575 1.9458194136827824 1.4327617099008625 -0.77612703698960173 1.0660632395015088 -0.16653802144827617 1.028877168090977 -0.84606774977046773 3.3942495692475689 -1.1564807425305637 2.6810254835588752 -1.2721033723167596 0.059071936558333829 1.8759508015093831 1.0000000180025095e-35 1.7956689146751461 -1.0229131716126312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 16 8 -4 12 -10 -12 13 14 -9 -15 17 20 -19 -20 -7 -14 26 24 -24 -26 27 -18 29 -29
right_child=-2 -3 4 -5 -6 6 -8 9 10 -11 11 -13 21 15 -16 -17 22 18 19 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00096349482800685304 0.00035351818105502605 0.00016967152026759567 -0.0054137153312948591 0.020662803709903976 0.0022976308188375834 -0.00020886587635102145 0.084267179648130547 0.049908082943895878 0.13571809785013031 -0.037204863006604964 -0.032235893996076258 0.086455651558443522 -0.01581310813334403 -0.01061421660982538 0.31170255673797959 0.090568648758586126 0.041585539309627731 -0.0058522936826001992 0.062261074994922894 -0.068802295299726396 -0.019208392018064954 0.089644015110698597 -0.023146686513783571 0.067574550683153323 -0.004259593069589963 0.0047297514984331436 -0.059168639880592677 0.069729108474299126 0.099146405308188176 -0.013794050178453405
leaf_count=2884 197825 89418 34763 605 5993 1408 31 125 31 1022 72 32 4963 818 24 45 574 388 168 36 2708 46 902 69 9985 6391 63 74 29 439
internal_value=0 -0.0207363 -0.0607732 0.089624 -0.0736491 -0.0890758 -0.0352355 -0.126843 -0.103732 -0.299703 0.907315 0.398167 -0.226785 0.272768 1.5766 0.00113856 -0.0387338 -0.178507 0.262665 0.923949 -0.252884 -0.297432 -0.0030245 -0.0213005 -0.0265232 -0.00923218 0.338491 0.423263 0.10338 -0.0429161
internal_count=361931 164106 74688 3489 71199 65206 23265 41941 34898 7043 135 104 6021 1012 149 863 23234 4708 592 204 4116 5009 18526 17347 17278 16376 1179 1116 542 513
shrinkage=0.05


Tree=3504
num_leaves=31
num_cat=0
split_feature=545 1442 705 623 1445 1461 912 747 194 21 1434 1467 1396 419 1254 766 1326 282 930 1090 671 14 747 685 898 1384 710 1260 492 443
split_gain=22.9037 25.3394 23.0367 23.8469 22.3646 25.5453 22.0842 22.9234 32.3426 32.1222 24.2759 22.2153 21.5361 20.8313 24.7804 20.7922 25.6282 21.4768 20.3015 21.4016 19.2236 19.4987 18.974 18.9286 18.7254 23.2391 18.4757 21.8131 18.316 18.166
threshold=-1.0372938969678034 -1.2625182715263061 0.87723755459486374 -0.024657624075993714 1.6380901172106308 1.4098417307792441 -1.8053664850396696 2.2668746584208797 1.5271592296785539 1.0000000180025095e-35 1.0000000180025095e-35 2.8878697814070216 0.66386066127205579 -0.37884089540317273 -1.3110776810037013 -0.2021276824454534 2.5437259655734823 1.8918837660260688 1.0000000180025095e-35 3.3676253767430286 2.6425086185778714 -0.44488140278642246 3.5456448042129503 -0.28986179240580223 -0.050940255296943196 -0.26622167469113373 2.3971962946690604 -0.28127629728132092 -0.80541195662154186 0.40889783596204848
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 15 5 12 -4 8 11 10 23 18 -2 14 -5 -3 17 22 -8 -20 21 26 -17 -9 -16 -26 28 -28 -15 -11
right_child=1 2 6 13 -6 -7 7 9 -10 29 -12 -13 -14 20 24 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-5.1585862577762027e-05 -2.0343261140521806e-05 -7.5082088003544436e-06 -0.00034121674764015484 0.00044465477788720306 -0.0001505273938709081 0.0001910750471594724 -2.927515106868168e-05 8.9767647899509511e-05 0.00021360445722236476 -0.00029130931555356007 -0.00033085129674601411 0.0003866140623026315 -0.00021254829545801318 0.00010291489587538425 -9.2088081163154766e-06 -7.6437241680206853e-05 0.00054212757140684393 -0.00033515955659576229 7.1736688657774163e-05 -0.00067456774360240832 -0.00019889754361640457 6.4046566304989315e-05 0.00067567399747212476 0.00067711142879525255 -2.1603708384457846e-05 -0.00026537920601640358 -8.8315590001957525e-05 0.00065437433886002575 -7.477514132929858e-05 0.00026744681248594074
leaf_count=94059 20717 45893 973 547 14673 2379 16700 575 5068 2655 337 764 4189 3539 15514 35455 306 1825 26772 202 1485 43598 156 351 4001 4270 343 371 13905 309
internal_value=0 -0.00670089 0.00184773 -0.0113583 -0.0639572 -0.0268352 0.0405739 0.0455351 0.0587733 -0.107566 0.16463 0.0392459 -0.0510644 0.0139038 -0.0427441 -0.0394613 -0.0805773 -0.0864103 0.0324987 0.0682774 0.0346926 0.0409458 -0.0741757 0.329862 -0.0532584 -0.145055 -0.0224826 0.31743 -0.0380085 -0.238672
internal_count=361931 267872 225914 171208 41958 27285 54706 53733 49506 4227 1263 44438 24906 87573 24332 83635 37742 37436 43674 26974 63241 61756 35611 926 23785 8271 18158 714 17444 2964
shrinkage=0.000980392


Tree=3505
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 921 783 791 858 927 691 1452 1470 1465 759 355 836 689 689 508 620 624 924 1252 978 491 150 765 728
split_gain=27.2735 24.1752 27.9066 27.8958 26.5363 33.5965 28.2814 47.9389 25.6406 33.5345 26.9805 25.5852 23.904 42.7312 24.3363 23.3001 22.3443 22.2127 22.2031 26.8166 26.5385 23.4661 22.1289 21.9992 22.7431 22.8874 21.9588 21.8082 26.5102 21.7642
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 0.29073615932568342 0.4926003403048807 0.84122639276026845 0.28325886342528439 0.46683225090780039 -0.45913340316272039 2.4283205456421384 0.72022076402865742 -0.4288425582216272 0.93928964529742032 0.88084169889549835 -1.4097550793351623 1.8999064755685127 2.4192096387169548 2.6375975511520715 0.82498920141556809 -1.1769467878382101 2.3725116543357561 -0.90320472132347296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 12 6 8 -8 -6 11 -11 17 18 15 -15 -14 -4 22 19 -2 21 26 -10 -7 25 -25 27 -21 -29 -22
right_child=1 2 16 -5 5 23 7 -9 9 10 -12 -13 13 14 -16 -17 -18 -19 -20 20 29 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.6656849056356501e-05 -7.3768433892647196e-05 -9.126385219214477e-05 1.328470225988567e-05 7.8946602816695012e-05 -5.4831083436935296e-05 -9.2332432640512631e-05 -6.0966327744843689e-06 0.00022786733552802581 -0.00035755777206536362 5.8969002652907825e-05 0.00032476327748541273 -0.0001378547319305819 2.4662492657224027e-06 0.0005670146793665923 -0.00067869016578583625 0.0002279650246305327 0.00031106646263404395 0.0021657934885982262 -0.00011783032407168056 0.00038903135719058784 0.00021553059456304357 -0.00016221798756988471 2.4290953777997333e-05 5.8169695414425871e-05 0.0008878477700169959 -0.0013574688365394017 -0.00013373514457379172 4.1031877722254145e-05 0.00062862286548927987 -0.00065071123432535306
leaf_count=29559 12265 7439 1790 9681 98610 79939 18652 5059 1300 9918 2066 10118 9234 1045 98 2662 2608 21 8709 1248 4632 3354 20663 5081 171 73 2521 12894 383 138
internal_value=0 -0.0227068 0.0454714 0.00610488 -0.0286723 -0.0400504 -0.021947 0.0491575 -0.0350445 0.0128342 0.113339 -0.0300077 0.013998 0.096439 0.494654 0.0566029 0.193699 0.0123548 -0.0112017 0.0119162 0.0542351 0.0158751 0.00979378 -0.083058 0.0716925 0.0398706 0.0494917 0.0858651 0.0600426 0.195595
internal_count=361931 332372 21518 17120 310854 251671 166407 23711 142696 44086 11984 32102 59183 13039 1143 11896 4398 21984 46144 37435 25170 20400 21963 85264 5325 5154 17046 14525 13277 4770
shrinkage=0.000980392


Tree=3506
num_leaves=31
num_cat=0
split_feature=51 1292 146 151 643 1452 1386 1259 1459 1365 1178 476 1451 1369 75 852 788 257 697 1470 227 1193 554 694 1193 1119 86 284 792 982
split_gain=11.9735 14.6438 21.5955 18.4318 17.129 17.1015 17.6659 19.9811 16.7602 16.4614 16.1449 16.0461 15.9441 19.199 16.9437 17.1135 15.8798 15.7731 15.6611 17.8989 15.346 15.2958 15.2103 15.1389 15.0499 25.4003 16.8085 18.3656 17.0657 17.0964
threshold=1.0111847875080273 2.4169836295058107 -1.2714640316298962 -0.065279792936557154 1.9559674469574937 -0.5621915647185004 -0.11605959530798089 0.54544691262784495 1.2659885913983882 2.0426043571165486 1.6158032746330486 1.1361236590950645 -0.17514941140794424 1.7956689146751461 1.0559153519751365 -1.0949539995825412 1.7074187375765932 3.5639524758639904 1.0817725070037083 1.4286179067084592 -0.77794316615472148 -0.98031867019943253 0.85846462128542267 -0.018639106927020675 0.92201070011375641 -0.015041413062285279 0.45275586026855402 2.3447682495800666 -0.87246257202899724 3.2926812086428403
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 8 9 -6 -7 -8 18 17 -9 12 13 22 15 -14 21 24 19 20 -4 -5 23 -11 26 -26 27 -2 -28 -30
right_child=1 2 3 16 5 6 7 10 -10 11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=3.1972845325829244e-05 -0.0014086533505016641 -0.033251653258525686 -0.02242551474200144 0.059908085952340255 -0.0077578440980051629 0.0012371962351730157 0.012294035462863605 0.040940515161206385 -0.051323986084247125 -0.0076428502101692636 0.15852721307167308 -0.028735240369063244 -0.064416331697398507 0.087566469090659418 0.063349116525509439 0.021631039563878254 0.06092419218034463 0.033384655110669563 0.092116734855635499 -0.05792015038241724 0.0490163328052882 -0.0090575848401638123 -0.042301740910740321 0.028559250469412208 -0.016319033484865599 -0.0010168555595365775 -0.014517502570049003 0.019654767476676854 -0.0042031251020866163 0.061053393941137457
leaf_count=306947 25669 169 47 36 1133 1438 909 335 29 500 21 153 40 27 108 485 43 119 61 33 230 449 108 203 4586 3613 4150 537 9697 56
internal_value=0 -0.0400029 0.215729 0.328179 -0.0468881 0.118712 0.226395 0.436871 0.687861 -0.0596601 0.950566 0.166672 0.236904 0.02735 0.507183 0.325792 0.0631532 -0.0693335 0.807042 0.609812 0.766935 -0.0603093 -0.0428817 0.0814177 -0.0723015 -0.180683 -0.052966 -0.0174827 -0.130694 -0.0747344
internal_count=361931 54984 1097 928 53887 3836 2703 1265 400 50051 356 1624 1471 838 633 525 528 48427 371 310 277 485 811 703 48308 8199 40109 26206 13903 9753
shrinkage=0.05


Tree=3507
num_leaves=31
num_cat=0
split_feature=21 550 1109 50 332 533 13 723 389 1304 294 968 11 76 393 638 1460 770 883 145 1187 839 1452 503 760 879 967 1111 1382 285
split_gain=11.7616 13.1137 13.1612 12.7337 21.2711 21.1894 20.6314 19.308 21.7514 22.0441 21.2407 18.9383 20.9187 19.0466 20.0358 18.9603 19.2181 22.6429 20.3621 19.7224 19.1136 22.3971 18.1561 17.5038 28.0277 18.7621 25.2387 19.697 17.1979 17.3664
threshold=-3.2545899522946695 1.0000000180025095e-35 -1.0819741954209221 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0693443452748788 -1.0570063487222232 0.87707395870045979 0.86938636594157181 0.2881452058226715 0.18027197647488721 1.9630658453485994 1.5515086171969255 1.0000000180025095e-35 2.9936453447195626 0.74209976395475563 1.1801774285636963 1.0000000180025095e-35 -1.1344590223950477 2.0468538383640653 1.5413365588690835 0.91361512331551464 -1.0332805289652476 1.5446325189549153 1.9871359015858427 -0.20575281925485042 0.55114448627639057 1.40377444921904 2.1784099046296901
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 8 10 -10 -8 -9 13 14 15 16 17 20 22 -20 21 23 -18 24 -13 -25 27 -27 29 -15
right_child=3 -3 -4 -5 -6 -7 7 11 9 -11 -12 12 -14 28 -16 -17 18 -19 19 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.020894584322240506 -0.013276843964350414 -0.027126838535075106 0.026502109400404712 0.0003297447079797693 -1.9039853258541061e-05 0.00076579425603621294 0.0023557219538000158 -0.0074425208063356677 0.0029957944105467593 0.031900897566842716 -0.017880863480121991 0.016440589400344308 -0.027916723000974055 0.0085024903896268548 0.0072519336813493098 0.12146976042523511 0.012784721342732031 -0.028375828770441237 0.06569794043749573 -0.013712229050759814 0.027568734176330562 -0.037559825330212439 0.060708751076526624 -0.0072390127925319797 0.21823707076650459 0.032899146616614021 -0.03162709738866671 0.1553565971873003 0.07737010966083202 0.1127279576131006
leaf_count=82 8682 91 543 197008 86804 17361 4550 27408 984 521 1602 344 670 904 3922 36 690 950 46 723 238 426 106 6879 22 80 85 49 86 39
internal_value=0 0.28551 0.398888 -0.00498055 -0.0220041 -0.0596151 -0.089233 -0.0721319 0.0487818 0.292338 -0.0331593 -0.0977309 -0.0257668 -0.00739574 -0.0295586 -0.0880408 -0.0931648 -0.143141 0.168985 -0.149675 -0.0998333 -0.126088 0.441045 -0.0927463 0.462223 -0.123662 0.795714 1.6101 0.408415 0.264044
internal_count=361931 716 625 361215 164207 77403 60042 51360 7657 1505 6152 43703 16295 15625 14596 10674 10638 9073 1565 769 8123 7885 796 7459 366 7093 214 129 1029 943
shrinkage=0.05


Tree=3508
num_leaves=31
num_cat=0
split_feature=785 1076 1004 1061 896 969 623 1120 290 1457 498 564 1387 290 73 591 1029 1260 423 1318 1326 833 1112 908 209 903 1254 1243 842 907
split_gain=11.9064 12.8968 43.6109 36.9292 21.8748 19.0954 18.9431 17.7796 20.1319 17.2365 16.9802 22.4453 20.7201 19.3489 18.0781 17.8118 21.8877 20.2307 17.9259 20.8081 21.6993 19.0087 18.0158 17.5734 17.3819 17.3319 17.1438 18.5757 19.7843 22.3887
threshold=-0.86283290253235112 -0.58297395077464731 0.59444477453878863 -0.87357009987099121 -0.65443709756037149 2.0231898336833463 -0.53254448081251138 3.5987842076833885 0.9732774279669435 2.1945478349411114 1.0347333494444444 2.5725978528513194 -1.2954803175479028 1.5512262255503753 -0.026599706715776959 -0.73065235057769284 1.0000000180025095e-35 -0.88869813477968873 0.58712628411333601 1.5030433812569315 -0.14254066849944499 -0.29675829968686412 -1.2929984574799405 1.4256478032002553 0.010369490591948199 -0.037672432835354382 -0.95732665353786206 -0.21963432007991565 0.83366851284158339 1.9395330872659164
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -6 9 -9 10 12 13 14 -12 -2 17 18 -14 21 -20 -21 -17 23 -23 -18 -22 -19 28 -28 -30
right_child=1 -3 3 -5 6 -7 -8 8 -10 -11 11 -13 15 -15 -16 16 24 26 19 20 25 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0019126944895435109 -0.0067062766366912455 -0.00078680370227459089 0.002677050668543359 0.0015459379780257193 0.0036774523727129641 0.0096849177913820497 0.023385621159519109 0.059642367701254195 -0.065820753086540104 0.010107305099347076 0.00033811332251951773 0.038406874714565012 -0.02091012891081849 0.020415562844827807 -0.03455589624565427 -0.0087131520134623858 -0.0035939265155797528 0.018687486996538834 -0.014431255246436934 0.0012694293631416935 0.12329558819585028 0.017747408653640225 -0.0014913041205546504 0.11664467688749409 0.0096931865195722597 0.0020995729560888371 0.010753042085615568 -0.0040116835719071235 -0.012595564261531862 0.071102432925206224
leaf_count=29559 963 271345 1348 6323 796 2122 2531 118 24 1541 5926 204 527 550 622 6502 3319 985 4435 408 37 386 10382 31 2823 36 3330 3948 776 34
internal_value=0 -0.00847911 0.0217776 0.147297 0.289861 -0.00880089 0.382392 -0.0191219 0.81917 -0.0215616 -0.0304503 0.0741213 -0.0499272 0.0494144 -0.329138 -0.0393681 -0.0705001 0.0451192 -0.10365 -0.238411 0.285943 -0.0700903 -0.0125903 0.498591 0.0629295 1.49176 0.0690657 0.0366127 0.13807 -0.168326
internal_count=361931 332372 61027 10998 4675 50029 3327 47907 142 47765 46224 6680 39544 6476 1585 37959 28359 9600 22217 4916 481 17301 10799 417 6142 73 9073 8088 4140 810
shrinkage=0.05


Tree=3509
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 730 783 934 514 603 660 727 710 691 647 590 878 563 982 907 461 1362 516 1388 143 401 848 398 706 564
split_gain=30.4145 22.2683 22.6076 22.3993 21.7829 20.6757 28.0168 24.6463 24.449 20.924 22.737 20.4167 20.0397 23.2293 19.7994 46.1933 19.1056 18.5329 18.3926 18.2752 21.2141 18.1975 18.167 21.0938 20.6649 19.6227 21.2365 18.5593 18.2542 19.4205
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 1.0000000180025095e-35 0.76029184741838574 -0.3266635670241857 -0.87782724458594241 0.58895901036483078 2.630508148566769 2.0405992520496379 1.7621802667917166 0.51732753832957667 1.0000000180025095e-35 1.0087403405179345 1.0000000180025095e-35 -1.0974244528964057 0.070797244804989917 0.66778437295061321 0.29201541795256047 1.373454536460835 0.54899766859441146 -0.51076203808927945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 21 5 12 6 8 9 -4 10 -7 -1 16 -14 15 -3 18 19 -5 -9 -21 -2 25 24 -24 -8 -27 -25 29 -28
right_child=1 14 3 4 -6 7 22 17 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 27 -26 26 28 -29 -30 -31
leaf_value=-1.5100639159714968e-05 -1.5765551919107841e-05 -5.8235325897367124e-05 3.5340486064195834e-05 0.00018526126060931618 0.00045423546269710095 0.00015793066523416401 -0.0002208195891881747 -0.00014222809710254082 0.00039104565545703974 2.7185514261055072e-06 0.00051854069027748942 9.9171248486381959e-05 -0.00044195986714554711 0.00015028091005885551 -6.7187884892975984e-05 0.000384927798952316 -0.0008708896647249795 0.00082505070094062523 -0.0004248662964345537 0.00061250973451768779 -0.00014390966877923057 -8.262999147436448e-05 -0.00056195726612153787 3.7622918650940393e-05 8.848176264357234e-05 -9.2671269051671873e-05 6.1648295896833111e-06 -0.0002949863334849493 -0.0012605401042299499 0.0011569753111010984
leaf_count=12551 161270 4821 6880 5184 894 2134 5966 2949 1041 1982 1097 17008 642 573 93730 1384 76 97 226 322 364 29021 822 8639 397 713 115 848 28 157
internal_value=0 -0.0245909 -0.0134523 0.0320781 0.136077 0.00751079 -0.0250536 0.0970406 0.0837537 0.191262 0.289938 0.0495931 0.0963427 -0.158996 -0.0581736 0.0707456 0.14888 -0.0412533 0.163748 -0.0686426 0.252998 -0.0245597 -0.0745688 -0.0206002 -0.329138 -0.168759 0.0981315 0.00949044 0.58294 0.734017
internal_count=361931 332372 232437 42146 7595 34551 25606 8945 7921 5213 3231 29559 6701 1215 99935 6205 5486 3732 5410 3635 686 190291 17685 10706 1219 6979 1013 9487 300 272
shrinkage=0.000980392


Tree=3510
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 660 21 126 906 852 789 507 924 1252 978 689 590 51 579 760 1450 941 813 484 633 695 1162 234 1443
split_gain=24.927 23.0036 27.9174 26.0109 25.3008 33.119 28.514 26.7498 24.3361 26.4437 24.2119 23.7121 22.8043 22.2172 22.1827 22.9159 21.8423 22.6395 22.7096 21.9731 21.9192 21.6725 21.611 21.9117 22.3383 21.5101 21.4726 20.9703 20.8754 20.8049
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 0.70880289725806289 -0.12598777323505009 1.0000000180025095e-35 1.1248358748350926 0.65809631222906606 1.8999064755685127 2.4192096387169548 2.6375975511520715 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.35315847874617967 -0.48019420566728716 1.9607587081991176 3.0233829522501328 -0.80856081684158221 -0.96673487256783863 -0.33888244088082226 3.334899416639062 -0.89470958077722174 1.593744732512876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 11 12 6 10 -8 9 22 -6 -4 26 -7 15 25 17 19 -19 -14 -21 27 23 -9 -25 -15 -2 -10 -27 -12
right_child=1 2 3 -5 5 13 7 8 21 -11 29 -13 16 14 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=4.3821417049112847e-05 -4.0090387437030087e-05 -4.682771757242477e-05 0.00025438209908384334 6.6019313391194271e-06 -1.8677747247597317e-05 -9.1479376668726194e-05 0.00024259921759251096 -4.4887211206622042e-05 -5.7724038622563886e-05 -0.00010619799458929416 0.00011556086759368049 -6.3104615326146479e-05 0.00010741376812295826 -0.00034560350886688189 0.00088280586589389377 -0.0013566980972771795 -0.00014695439568432415 5.4181235990928461e-05 -0.00058590147893104727 0.000131527887145996 0.00054099439689887752 6.3290655929580046e-05 0.00017235118146938249 -0.00077957966653062721 0.00047599995973895731 -0.00039083550809790421 6.2280369662605315e-05 -0.0012450796960092841 0.00017834425460148387 -0.00011005938062969806
leaf_count=29559 34595 9447 5244 5700 24706 79939 2028 47283 10265 44747 15204 1127 5619 897 171 73 1511 808 391 1023 1179 16350 2353 88 621 505 14057 123 3679 2639
internal_value=0 -0.0224971 0.0439662 0.107527 -0.0283178 -0.0394275 -0.0214611 -0.0403171 -0.0445358 -0.0634979 0.028313 0.198768 0.0133361 -0.0821364 0.0734551 0.0421291 0.103101 0.141106 -0.13518 0.182597 0.357809 0.0145647 -0.0276149 -0.0392501 0.348968 0.0616086 -0.00873209 -0.0676205 0.125428 0.0895534
internal_count=361931 332372 21518 12071 310854 251671 166407 123858 121830 95092 42549 6371 59183 85264 5325 5154 10531 9020 1199 7821 2202 26738 50345 47992 709 5081 48652 10388 4184 17843
shrinkage=0.000980392


Tree=3511
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 647 590 730 783 934 514 603 660 727 710 691 878 563 982 1002 209 8 907 461 1117 107 516 1388 143 401
split_gain=29.5872 22.266 23.0703 22.015 20.9633 20.8881 47.0926 20.5053 28.8709 24.9508 24.099 20.8173 23.2644 20.0166 19.6974 23.0869 19.3878 18.6096 18.2522 18.1766 20.5086 18.1072 18.1062 21.0398 17.9678 17.9097 17.8912 21.1912 20.4242 19.4718
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 1.0000000180025095e-35 0.76029184741838574 -0.3266635670241857 2.630508148566769 2.0405992520496379 1.7621802667917166 0.69854289147193727 0.22544705337143342 -1.298475463871557 0.51732753832957667 1.0000000180025095e-35 -1.2591097148690287 1.0000000180025095e-35 1.0000000180025095e-35 -1.0974244528964057 0.070797244804989917 0.66778437295061321
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 7 14 6 -3 8 10 11 -4 12 -9 -1 16 -16 18 22 19 -5 -21 -14 -11 -24 -8 -17 29 28 -28 -10
right_child=1 5 3 4 -6 -7 24 9 26 17 -12 -13 21 -15 15 25 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.4314997401013122e-05 -2.3075080598566004e-05 -5.501787601759169e-05 3.9263153654887533e-05 0.00024044179386640684 0.00044975753364481444 -6.6370203387849236e-05 -0.0006845666357268227 0.00015837943875228854 -0.00021888891068074298 -0.00014146943077961464 0.00039267300061219379 5.1677448500132801e-06 -0.00041481203259328839 9.8911553798883137e-05 -0.00043822049426920268 0.00037953516663018531 -0.00087842077932293646 0.00082825962904539197 -0.00042182363910993727 -0.00041712461836791915 0.0002251873057743748 0.00059537393587978931 0.0006106580387454252 -0.00014345188409083936 0.00044347209700056528 -0.00046557380315407476 -0.00056099848340243228 1.0181731978713198e-05 8.6103577450792937e-05 9.7117174290416137e-05
leaf_count=12551 190291 4821 6880 4341 894 93730 93 2134 5966 2949 1041 1982 101 17008 642 406 76 97 226 431 412 996 322 364 1291 167 822 9487 397 1013
internal_value=0 -0.0234567 -0.0123063 0.0337324 0.136935 -0.0570583 0.0755336 0.0093533 -0.0230985 0.0986252 0.0874895 0.193555 0.292079 0.0497683 0.0979757 -0.155553 0.150067 -0.0406604 0.165048 0.190183 -0.0918504 0.534006 -0.0681389 0.252348 0.400757 0.156072 -0.0733906 -0.0197954 -0.329298 -0.166943
internal_count=361931 332372 232437 42146 7595 99935 6205 34551 25606 8945 7921 5213 3231 29559 6701 1215 5486 3732 5410 5184 843 1097 3635 686 1384 573 17685 10706 1219 6979
shrinkage=0.000980392


Tree=3512
num_leaves=31
num_cat=0
split_feature=785 728 784 921 830 647 590 982 1002 710 1022 146 48 746 837 1467 1288 494 730 783 514 934 603 660 639 345 968 8 1169 156
split_gain=22.8379 20.2051 23.2099 20.6873 21.2454 20.2076 46.559 19.2256 19.0687 20.3923 18.5926 20.3883 19.3362 18.8024 21.8747 19.4252 19.3501 18.4231 18.3904 28.7758 24.5333 23.8962 20.2126 22.1027 18.5531 18.3341 18.1615 17.9885 17.9717 23.1407
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.8227892136636004 -0.87782724458594241 0.58895901036483078 1.7621802667917166 0.69854289147193727 0.76029184741838574 1.0000000180025095e-35 2.7503861831498626 1.8372674881307383 0.66766320980544069 0.024157340759037613 2.6212945108504591 1.3901882842073681 0.9338414958155935 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 0.089392437450782083 0.46293354690950167 -0.23957137006885484 -1.2333678053292487 0.18848160436186537 -1.1003691979828194
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 18 7 6 -3 8 9 17 11 12 13 15 -15 16 -2 -5 19 20 -4 22 23 -20 25 -23 -18 -25 29 -14
right_child=1 5 3 4 -6 -7 -8 -9 -10 -11 -12 -13 28 14 -16 -17 26 -19 21 -21 -22 24 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=4.148514041376359e-05 -4.710612751830354e-05 -5.3563794592318004e-05 4.2057491835965761e-05 0.00028160642937571413 0.00044952848671883254 -6.3287688380524721e-05 0.00039159748689826572 -0.00045263065766339562 -0.00013461354109730269 -0.00011632896145888779 -3.9875337919221603e-06 0.00028866752775275208 0.0017359903177533995 -2.7607667511641188e-05 0.00046519885458854115 0.00014514677433711672 -0.00032519807285855568 -9.3194127778367994e-05 0.00015523660490091135 -6.8479027739745593e-05 0.00039862617560151614 -5.3393015354696161e-05 2.9502145564761757e-06 -0.00033969174629703896 -0.00029205311899378869 0.00034930457018380207 -6.8886205405774384e-05 0.00058961771049071462 -0.00045598870061044173 -0.00013469515607157759
leaf_count=29559 69472 4821 6880 3706 894 93730 1384 287 1070 962 103001 802 40 902 650 2368 4520 676 2134 17685 1041 1992 1982 118 1105 635 3960 979 1766 2810
internal_value=0 -0.0220395 -0.0114288 0.0347398 0.134763 -0.0540736 0.0762972 0.0955314 0.118658 0.170666 -0.0226871 -0.0505023 -0.0546084 -0.0464124 0.180116 -0.0525354 -0.0598726 0.229869 0.0111137 -0.0196293 0.0907354 0.095588 0.18844 0.285456 -0.0406162 0.0535333 -0.188392 0.521183 -0.220451 -0.110803
internal_count=361931 332372 232437 42146 7595 99935 6205 6701 6414 5344 190291 87290 86488 81872 1552 80320 77952 4382 34551 25606 7921 8945 5213 3231 3732 2627 8480 1097 4616 2850
shrinkage=0.000980392


Tree=3513
num_leaves=31
num_cat=0
split_feature=785 519 701 785 996 1071 728 872 678 1218 634 561 507 533 900 689 783 735 208 332 1436 533 689 590 51 579 879 773 498 760
split_gain=24.8806 20.4654 25.6152 26.1615 26.4281 30.2772 22.5975 30.0314 27.6212 24.9941 24.4852 25.7906 23.5947 23.5622 26.8705 24.3643 24.2673 26.4652 23.7121 23.3167 24.5653 24.7921 22.6279 22.9112 22.5354 22.2778 22.1689 21.9571 21.925 21.8748
threshold=-0.86283290253235112 2.1420547332082829 -1.077677565945242 0.58460966528228819 1.0565563832172893 0.69084194168817237 -0.49008176997875957 3.0757328524286596 0.34708990927187483 3.9048232315577729 -1.328187176110053 -1.097318156174292 0.65809631222906606 1.0000000180025095e-35 0.54117268135534224 -1.1110989058077336 2.2099560249315608 0.45736174636922805 0.22742018399418559 1.0000000180025095e-35 0.60428344764309971 1.0000000180025095e-35 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.65854580630962423 2.3177480690941854 -0.45889317716256084 -0.35315847874617967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 12 8 9 13 11 -10 -2 14 -8 28 18 -18 -16 20 21 -12 23 25 -25 -14 27 -6 -15 -27
right_child=1 2 3 -5 26 -7 7 -9 10 -11 19 -13 22 15 16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=4.3634562228824623e-05 -1.0989228049973627e-05 -0.00017114727380287417 0.00010566067233938347 0.00020402099300247255 -0.0005734841523219416 -0.00015011233269938756 -0.00013470152953166188 0.00017391948995213057 0.00020816814454738521 0.00031745678554575223 -0.00014931725517871133 -0.00034582339263073005 0.00010734392205559266 0.00018272507178005663 7.9505242109138417e-06 -5.6000314976679436e-05 -6.3887537821298611e-05 0.00061966513611231742 -0.00020930468168782503 3.1840073699674198e-05 7.1510588070046175e-05 -1.6333901708164446e-05 -0.00015171404635205821 5.2026069332438329e-05 -0.00058561009145259059 0.00013334049678014433 3.4114580388770623e-06 0.00031347753623977908 -1.5491299348507914e-05 0.00054256750569812323
leaf_count=29559 48652 2525 10244 4468 751 2365 54753 2933 660 721 19031 3093 5619 4325 12006 81018 661 531 4919 37297 6800 14949 1511 808 391 1023 1045 120 7974 1179
internal_value=0 -0.0226395 0.040066 0.0650026 0.0223639 0.0575355 -0.0281297 -0.0386331 -0.041855 -0.0616412 -0.00901828 -0.231575 0.01123 -0.0640856 -0.103629 -0.0414818 -0.0206302 0.299447 -0.0479751 -0.00213566 -0.0455819 -0.0757277 0.102553 0.141276 -0.136669 0.183034 -0.205101 -0.445357 0.0514032 0.359543
internal_count=361931 332372 21518 18993 14525 12609 310854 251671 248738 166908 81830 3753 59183 166187 72870 93317 18117 1192 16925 78077 40780 33980 10531 9020 1199 7821 1916 871 12299 2202
shrinkage=0.000980392


Tree=3514
num_leaves=31
num_cat=0
split_feature=785 652 890 831 211 588 723 1285 782 927 1389 650 430 728 785 1384 869 1337 922 416 842 344 1046 74 21 1452 658 203 727 1452
split_gain=27.5261 20.423 21.7025 25.8091 22.7791 21.0183 32.7489 22.097 20.9037 23.6146 24.0519 21.3112 20.7872 20.5251 24.9414 24.1263 23.058 23.191 22.1218 25.8504 24.9599 21.0515 20.9457 20.6807 20.2552 21.6611 20.1781 25.0676 19.8576 19.61
threshold=-0.86283290253235112 -0.55024281929118113 -1.3230736206490437 0.75125620921573444 -0.85117114744841449 2.250834115212506 1.0000000180025095e-35 2.2712867920001698 -0.33729624418304543 1.0483613175537825 0.41555381866237978 -0.50346449751292099 0.49094942146219028 -0.49008176997875957 0.58460966528228819 -1.2090675536768745 1.0000000180025095e-35 1.0959593177479297 0.42493903293023605 0.79397343232487849 3.1048954322592532 0.71332414202216132 -1.56246364468913 0.058799105813725418 -1.6471741456694959 0.42195240976845833 -0.76600303368020251 0.76899764363570677 1.0000000180025095e-35 0.79547082264194502
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 -2 4 -4 7 -7 13 12 11 -11 -10 -8 14 15 -3 22 23 19 21 26 -17 -15 -18 25 -24 -20 -28 -1 -16
right_child=1 5 3 -5 -6 6 8 -9 9 10 -12 -13 -14 16 29 18 17 -19 20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.7669970748325457e-05 -7.4750695092390954e-05 -0.00026741088375295649 8.9439402900212022e-05 8.5158702624335152e-05 -2.2914327082913029e-05 -7.9201962206103358e-05 -9.0921694709365168e-05 -0.0001867533737250865 0.00054050966039221129 6.1981325468926537e-05 -0.0010087867586035201 0.00018960242685043616 0.00030869597780851075 -0.00020120707654156802 -0.00014547313896319105 8.4029897960000849e-05 -0.0001218096985382815 -0.00030080610820274676 7.0172504793743052e-05 0.00024341882720243222 0.0012236747402549328 -0.00011717165850742651 0.0004045454982851521 -1.9194729281256203e-05 -3.0796504497782703e-05 -0.00021886339942032054 -8.6966321056566553e-05 -0.00052948509070445935 9.4983248816561601e-05 0.00013049792608275053
leaf_count=12551 19660 1253 9994 18187 58022 6156 2305 8332 988 371 121 2399 700 5417 8297 14112 32803 4110 2500 3778 55 3278 1181 20210 102509 493 2600 976 17008 1565
internal_value=0 -0.0245241 0.00120831 0.0149977 -0.00582299 -0.0378504 0.0467037 -0.0441857 0.140627 0.240357 -0.179178 0.302882 0.00752797 -0.0400479 0.00697574 0.0389894 -0.052344 -0.0962063 0.052687 0.0870704 -0.0661925 0.048874 -0.0336625 -0.083106 -0.0274762 0.242679 -0.0818333 -0.191453 0.0460268 -0.0989051
internal_count=361931 332372 105863 86203 68016 226509 13040 213469 6884 3879 492 3387 3005 205137 38414 28552 166723 57123 27299 21168 6131 17390 109600 53013 104183 1674 6076 3576 29559 9862
shrinkage=0.000980392


Tree=3515
num_leaves=31
num_cat=0
split_feature=1442 705 785 831 828 623 1104 696 766 926 620 1461 1041 1469 1391 846 885 1149 21 359 557 706 1396 1452 419 692 2 498 1397 21
split_gain=12.502 18.3621 21.5241 21.6918 19.8627 19.5123 21.6317 21.235 20.047 19.3514 19.0091 21.0849 19.729 19.0743 18.8244 19.3399 18.7657 20.2967 19.4962 18.5512 18.4718 18.4414 18.3602 18.2465 18.2333 22.0545 23.6614 18.4258 21.2059 18.8742
threshold=-1.2625182715263061 0.87723755459486374 2.9970139449733542 2.1004357191690395 -0.85783233742811538 -0.024657624075993714 -0.48132467439575316 -1.2415826784086874 0.94376130171538664 1.3208001047385596 0.88084169889549835 1.7888344948012227 -0.68379060306479034 -0.40575538675699646 -0.88528472112655765 -0.29058847811379768 2.9080136987884808 1.0000000180025095e-35 1.0000000180025095e-35 1.8750547651666969 0.010107628700155557 2.3583143362518815 -1.5024445632265591 1.8224238020596182 -0.45039559390859912 1.9064578893329995 -1.7178940380492531 -0.37327127436343316 -0.96917761246039402 -1.6471741456694959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 8 24 -8 21 10 11 16 -13 -14 15 -12 -6 18 -18 -11 -15 -2 -10 -5 27 -26 -27 29 -29 -7
right_child=1 2 -4 23 9 6 7 -9 22 19 14 12 13 20 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0017133476240405725 -0.0011205494624433976 -0.0038992917509634455 0.013116362489297524 0.0088978591247414925 0.0029030189655858485 0.051571312079615295 -0.0076554194108143922 0.0020440222860548681 -0.025962772438069118 -0.0053259739845473945 0.0068547814616253203 0.013794414792471277 -0.0066702538947937392 -0.01493797095950748 0.010624961290109437 -0.030375014734613473 0.016733227048719365 -0.04545523924414388 -0.014129771344759665 0.016949101153218814 -0.058746861734383461 0.010996949617189361 -0.0045754205986827919 0.045035859819060754 -0.00087487872575999154 0.12112137294611368 0.013614144885314353 0.0027740446690360551 -0.014101208384171331 -0.0014030132223766696
leaf_count=81122 92285 9801 2039 2067 31707 94 3368 70961 819 6845 431 336 918 278 5158 331 309 191 894 430 216 1746 18828 148 18965 25 933 1339 4775 4572
internal_value=0 0.00136981 0.0348838 0.0272998 0.0186229 -0.0090243 0.0128108 0.0330909 -0.031235 0.0363626 0.0543086 0.0344871 -0.198581 -0.311504 0.16821 -0.172352 0.0471016 -0.204593 -0.103102 -0.0737618 -0.67158 -0.0178267 -0.106196 0.234326 -0.0397632 6.12553e-05 0.331716 -0.120831 -0.206346 -0.00501516
internal_count=361931 280809 62099 60060 57845 218710 105032 74329 113678 48044 40769 34849 1748 1412 5920 762 33101 1394 1203 7275 494 94031 19647 2215 30703 19923 958 10780 6114 4666
shrinkage=0.05


Tree=3516
num_leaves=31
num_cat=0
split_feature=785 728 784 921 730 783 514 934 859 647 590 603 660 563 982 1022 146 462 706 907 461 29 10 570 1421 82 350 1396 422 11
split_gain=22.9299 19.1285 21.8598 20.8954 20.9174 29.4679 26.789 25.6087 20.7566 20.1821 50.1412 20.0513 22.1637 18.4367 18.3997 18.0704 19.8944 18.9455 24.8149 18.0154 21.097 17.9109 18.0329 17.8866 20.2582 19.3514 20.701 23.9297 22.9913 19.6483
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.26872683687560334 2.0405992520496379 1.7621802667917166 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.7353186015506989 0.51732753832957667 1.0000000180025095e-35 0.82152675923177465 -0.43543206165028031 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 0.8863174324919626 1.0939301863914108 -0.9594119830718516
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 5 6 -4 11 -5 10 -3 12 -6 19 -10 16 17 -2 -19 -9 -21 22 -8 24 25 26 28 -28 -11 -30
right_child=1 9 3 8 7 -7 21 13 14 23 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=4.3118267422493183e-05 -4.8989649083529195e-05 -5.6032678823153601e-05 3.9125444076271953e-05 0.00039949080876874692 0.00016334122455543621 -7.1366644862035753e-05 0.00024532231816942377 -0.00014062557643993202 0.00011044236390447293 -0.00012260747315249543 0.00040657533437490472 1.2061268099746825e-05 0.00052001408472203815 0.00082495595104220489 -0.00045924731917980919 -2.7368179814509634e-06 0.00028663591810228428 0.001319548604889958 -0.00069784026169210356 0.00061100619799755508 -0.00014414035593666695 -0.00018081197520974202 0.00087936829243832947 -8.7493363833179415e-05 -0.00023134830595620065 -0.00016145336346033465 0.00012922224464722649 -0.0001366877303069905 -0.00039470488432378099 0.00027778029942046259
leaf_count=29559 85846 4821 6880 1153 2134 17685 431 2949 6164 8640 1384 1982 1097 97 278 103001 802 46 596 322 364 225 385 61493 2973 3798 12404 2576 341 1505
internal_value=0 -0.0205651 -0.010229 0.0346224 0.0108565 -0.0219494 0.0898806 0.101081 0.135269 -0.0517715 0.0786046 0.197376 0.294101 -0.0400452 0.0895746 -0.0211696 -0.0486253 -0.0526882 -0.543736 -0.0674103 0.252249 0.420823 0.560077 -0.0622626 -0.0137179 0.00496535 0.0303123 0.088012 -0.0613212 0.17712
internal_count=361931 332372 232437 42146 34551 25606 7921 8945 7595 99935 6205 5213 3231 3732 6442 190291 87290 86488 642 3635 686 1041 816 93730 32237 29264 25466 14980 10486 1846
shrinkage=0.000980392


Tree=3517
num_leaves=31
num_cat=0
split_feature=728 1100 83 859 1003 900 1356 1368 1071 279 85 691 641 141 976 1020 705 797 332 678 723 661 752 774 986 1463 1182 28 1250 627
split_gain=22.5681 21.486 21.837 21.178 24.0701 29.1257 26.927 22.3371 24.0929 23.0773 22.7076 21.3666 20.0481 19.9186 19.9381 19.484 19.075 19.0378 22.0556 25.412 29.8073 20.1198 21.9598 20.8026 20.5936 20.2422 19.0193 18.9894 19.2806 18.693
threshold=1.0000000180025095e-35 1.6293515030253838 -1.1590745627182073 -0.54135187694831066 -0.7850915137800657 -0.97711656351890674 1.1703909184639636 1.0000000180025095e-35 -0.32553500826022114 -1.1438953002515546 -1.4411314861888986 2.1516311091689517 0.8423242745550269 0.81586692087993573 0.38412404055624316 1.0000000180025095e-35 1.3954657843645284 0.63961785378869596 1.0000000180025095e-35 4.1789455680259513 1.0000000180025095e-35 1.0000000180025095e-35 -0.76455979573956789 1.6217527827858096 -0.7724386559036559 3.5642877411819058 2.1811515109871444 1.0000000180025095e-35 -0.83265744309732426 0.77410400398269996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 13 9 -9 -11 17 -3 14 -6 -2 27 21 19 20 -19 23 25 24 -5 -23 -22 -7 -29 -15
right_child=15 12 3 11 6 16 -8 8 -10 10 -12 -13 -14 29 -16 -17 -18 18 -20 -21 26 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.8334856352833154e-05 -8.9723785679838715e-05 -3.9545507804658073e-05 -0.00015662318210959059 6.8232962605452833e-05 -0.00012627290543259275 3.2959664969585866e-05 0.00011586720321506024 -0.00033480554075102054 -1.8007633479560107e-05 -0.001080646535806193 0.00017207648471360677 -0.00015664372861258068 -0.00020871665073906703 0.00013498420940198308 4.911883918783386e-05 -2.1259718579143628e-05 0.00039674831825788916 5.7490444827315933e-05 -5.0440974416895636e-06 0.00038953587716872989 -0.00026678000333754063 -4.634086221691382e-05 7.9918133251295566e-05 -0.00040187955183178638 -3.0016175996802156e-05 0.0005979604101041295 0.00043369433252912618 -7.0730062336036691e-05 0.00024665728889283886 -0.00020814034720333238
leaf_count=19053 47529 25930 1981 11937 14184 6522 9171 534 11501 76 7285 5099 6880 3706 3934 61561 1177 2139 11211 387 8144 13402 26976 705 53025 230 245 1132 5337 938
internal_value=0 -0.0060625 0.000690343 0.00683068 0.037997 0.112576 0.0153228 -0.00865956 0.0442737 0.13597 0.164361 -0.00974151 -0.0714138 -0.0563325 -0.0901184 -0.0484806 0.144802 -0.00442158 -0.0649909 -0.150265 -0.176303 0.00773637 0.0476513 -0.015675 -0.0117869 -0.033814 -0.250872 0.120068 0.201135 0.0702559
internal_count=361931 252841 220031 200978 67478 16149 51329 42158 19396 7895 7361 133500 32810 22762 18118 109090 14168 128401 22126 10915 10528 106275 40608 65667 64962 13632 8389 12991 6469 4644
shrinkage=0.000980392


Tree=3518
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 858 927 588 575 691 507 813 689 590 51 579 924 1252 978 836 892 1247 428 355 760 1443 633 114
split_gain=30.4054 21.5713 29.7693 34.3705 31.4707 49.2542 27.7525 32.6781 27.1665 27.1024 26.0451 25.8093 24.8769 22.7924 22.3515 22.376 22.7199 22.5455 22.3266 23.1187 22.8985 22.1201 22.5962 29.0396 23.8828 21.9473 21.9417 21.7518 21.5739 21.3853
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 0.71188872395471614 1.0000000180025095e-35 0.29073615932568342 0.65809631222906606 2.1641256470006294 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 1.8999064755685127 2.4192096387169548 2.6375975511520715 2.4283205456421384 1.0342428102238199 -0.29149962867897405 -1.0211593192430943 -0.45913340316272039 -0.35315847874617967 1.593744732512876 -0.96673487256783863 3.7888525678453377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 -6 13 11 -9 10 -3 21 29 -4 15 17 -17 -14 -5 20 28 22 24 -24 -8 -11 -19 -7 -20 -2
right_child=1 9 3 18 5 27 7 8 -10 25 -12 -13 14 -15 -16 16 -18 26 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.7794657558709858e-05 -6.3327326869537232e-06 -9.3608554938566253e-05 -6.6690720317313948e-05 -9.5743983557843373e-05 -5.8388429484449179e-06 0.00028957117233851821 -0.00023519729386071067 5.5890524368597373e-05 0.00032233292995663708 6.4050449808311551e-06 7.068390454719805e-05 -0.00013923721434648279 0.00011140421041572492 0.00010134961200687567 -0.00014499921422306546 6.1043686802994188e-05 -0.00057915400905274002 0.00013858035339731168 -0.00035027701666167992 0.00088991017887909724 -0.0013579191524045046 0.002158638340050199 7.1185626881529099e-05 -0.00048958052107875869 5.597188121231099e-05 0.00030149447408606096 0.00054820707291831341 -9.2761461414094868e-05 0.00011808489804327435 -0.0009489605651224986
leaf_count=29559 48543 7439 94773 79939 18652 4219 2229 9918 2066 1790 9681 10118 5619 3837 1511 808 391 1023 897 171 73 21 1178 1410 17146 2608 1179 840 4184 109
internal_value=0 -0.025387 -0.0310138 -0.0430422 -0.0247512 0.0501561 -0.0385513 0.011214 0.11031 0.0389635 0.000235257 -0.0310408 0.0141621 -0.0602439 0.107922 0.146382 -0.128334 0.187627 -0.0864747 0.0692293 0.037139 0.0114647 0.00891194 -0.231246 0.0327232 0.185051 0.365076 0.235496 0.0565951 -0.00887058
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 11984 21518 17120 32102 59183 98610 10531 9020 1199 7821 85264 5325 5154 21984 21963 2588 19375 4398 2202 5059 5081 48652
shrinkage=0.000980392


Tree=3519
num_leaves=31
num_cat=0
split_feature=1423 1457 1466 769 1465 1463 1451 21 1449 1449 293 1463 1449 1463 1457 609 691 1454 292 1464 330 588 1081 809 767 120 1441 83 1055 1370
split_gain=12.5859 17.0718 19.3009 24.9065 20.3426 50.598 33.3347 29.2699 28.3815 29.228 25.7385 19.8994 27.1755 23.5582 32.3518 23.2056 19.139 19.6124 19.0908 18.4156 20.6166 18.3759 18.1737 31.4206 31.9003 27.0418 25.2189 38.7876 27.3477 22.8503
threshold=1.0000000180025095e-35 1.5416109563948532 1.8034554541046581 0.096559257551254815 -0.40523020188868136 0.093599294775546141 0.43306149721146375 -1.0798509198017876 -0.25215149739540188 -0.41360575089286639 0.20033140740573571 4.6248181432622362 0.28981675053332695 0.6663052748700633 2.6377270431544337 -0.93177752141597858 1.3646638523427097 -0.88587582313006108 -0.71151493669600019 0.045877637913672921 1.0000000180025095e-35 -0.31407487021714353 1.0000000180025095e-35 1.6518864604429058 -0.64890827705103449 1.0000000180025095e-35 1.0000000180025095e-35 2.3163123552611329 -0.30618185447845586 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 4 -4 5 16 10 -8 9 -7 21 12 13 15 -15 -9 17 -3 -14 20 -10 -6 23 -1 -25 -26 27 28 -24 -30
right_child=-2 2 3 -5 6 8 7 11 19 -11 -12 -13 18 14 -16 -17 -18 -19 -20 -21 -22 -23 26 24 25 -27 -28 -29 29 -31
leaf_value=0.00089846058459007959 -0.0017942123327953285 -0.061863234303242309 0.0025817992806073629 -0.018421779109382662 -0.0082863812292808502 0.020431623396600283 0.035064126161955964 -0.014088503115299154 -0.014908853575428324 0.058521509688745969 -0.015732856509900726 0.044495116891735124 0.011645136242986472 0.016061713257145251 -0.036185114372579139 0.028608387084549138 -0.024789022864741182 0.0048038063379067103 -0.016495731766583525 0.027208143615439676 0.016908651492357662 0.0076913144656643095 0.0016969331566703307 0.0085490373582612061 -0.01029100594073069 0.0013037242129289278 -0.0046275205425936623 0.014228796862034033 0.00010882175997413834 -0.0064569365092593013
leaf_count=161413 74863 68 1816 1055 1612 539 433 189 432 340 1880 129 398 357 257 911 403 3223 929 581 524 2033 28923 1789 7675 3422 31074 2042 13997 18624
internal_value=0 0.000771251 0.0658219 -0.09528 0.0977582 0.194533 0.0306157 0.188484 0.425886 0.714414 -0.0836234 0.114929 0.0770927 0.257324 -0.0983442 0.438862 0.0239887 0.0738687 -0.155933 0.245125 0.061061 0.020265 -0.00413608 0.00887858 -0.0928417 -0.136219 -0.0322171 -0.00567497 -0.0178937 -0.0681665
internal_count=361931 287068 18109 2871 15238 6110 9128 3603 2416 879 5525 3170 3041 1714 614 1100 3694 3291 1327 1537 956 3645 268959 174299 12886 11097 94660 63586 61544 32621
shrinkage=0.05


Tree=3520
num_leaves=31
num_cat=0
split_feature=785 519 268 785 713 962 652 507 657 996 1071 816 872 114 831 1450 1469 392 746 1430 965 1159 1029 697 1248 464 347 705 959 797
split_gain=21.3873 18.5578 24.4675 28.2737 23.8387 27.1368 27.7026 26.1272 25.8883 23.8095 24.9798 23.0511 25.0129 21.3381 21.2359 20.9259 25.812 29.6911 22.8625 23.0495 20.8582 21.4421 20.9168 23.7122 20.927 20.7451 22.9425 21.8454 20.5573 25.0815
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 0.58460966528228819 1.0000000180025095e-35 1.3714217264408297 -0.98896428961744431 1.0941628986121894 2.2603408215975165 1.0565563832172893 0.69084194168817237 0.98567350059335823 3.0757328524286596 3.7888525678453377 2.1965197198778803 -0.35262914890079794 1.4550699066262183 4.2575473192899809 1.0000000180025095e-35 1.0000000180025095e-35 0.10980254379742337 1.0078851103989419 1.0000000180025095e-35 -1.0269385900995602 3.5681884804921356 1.0000000180025095e-35 1.7568295677752002 1.8323193334265595 0.84086088814742543 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 9 7 6 28 13 -9 10 25 12 14 20 -8 -13 17 18 19 -17 22 -22 24 -24 -2 26 -3 -27 -6 -30
right_child=1 2 -4 -5 5 -7 11 8 -10 -11 -12 15 -14 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=4.1048008965928657e-05 9.5704613423805773e-05 5.0401625089928252e-05 -5.8986551864590552e-05 0.00025916670656996185 8.2461352373616406e-05 -9.9514243677543228e-05 -5.8991722225181391e-05 0.00015714732347880467 -0.00038944115734756702 -0.0002075518026243126 -0.00014131345656630967 -4.444244831125479e-05 0.00022735760034312292 -0.00096813023134169156 9.360586324538992e-05 -0.00016979830739989775 0.00035447905990297537 -0.0013853761603999629 0.00012294970247785314 6.6547130286181568e-05 -8.391620953807732e-05 0.00010854271050087595 0.00024172817884452163 -9.1345756725448227e-05 -0.00073937129000149553 0.00024966981594864068 -0.00076632714460371 -0.0011945018845280506 3.7028901566967138e-05 -0.00020426878634588659
leaf_count=29559 15499 3417 7713 3273 17831 45726 143077 7248 430 1407 1724 15939 1412 106 4441 4694 1294 80 7325 4063 18686 3546 1234 8996 159 3767 170 47 5797 3271
internal_value=0 -0.0204832 0.0393167 0.0908598 -0.0257194 -0.0361104 -0.026616 0.0163793 0.131075 0.0390108 0.0782541 -0.0375586 -0.0512283 -0.00473647 -0.054641 0.0139139 0.0652919 0.0416292 0.0476155 -0.0389363 -0.00235328 -0.0544279 0.0417177 -0.0465864 0.0898369 0.131934 0.0155425 0.237676 0.0397162 -0.0459636
internal_count=361931 332372 21518 13805 310854 254950 209224 55904 7678 10532 9125 182325 148930 48226 147518 33395 17456 16162 16082 8757 48120 22232 25888 10230 15658 7401 3587 3814 26899 9068
shrinkage=0.000980392


Tree=3521
num_leaves=31
num_cat=0
split_feature=612 395 21 423 217 1111 1313 557 414 489 550 631 501 1040 214 1124 10 989 564 1453 17 582 17 236 85 16 759 4 1243 689
split_gain=12.4571 16.1506 19.5094 18.0144 18.5992 20.616 22.508 17.1872 16.857 18.4455 17.1408 16.9185 17.4228 16.7942 20.6162 18.9788 16.6378 16.582 17.4703 16.1509 17.884 17.3722 18.9494 18.0146 17.2028 17.0578 16.6048 19.4605 16.1746 18.1679
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.189441983669046 2.084505123257308 -0.63370859486438968 -0.49726386461265121 -0.74167412069206007 -0.28003222873004341 0.38096385036544372 0.45030703672401357 3.4220949498832209 1.4706630395656257 1.1435732175330553 3.2932681926586191 0.34526693361257349 -0.22245663364441307 -0.48275950498655901 -0.86160277807608832 -0.56006949903182623 -0.074792591002300263 -0.20110851837227176 0.55744534610710572 2.3996256789466655 0.39872990773828859 1.8296945080090581 -0.63716702739900299 2.1361056549418347 0.54026384449519316 -1.0288215616802991 0.16364321731367579
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 16 6 -6 8 -3 10 -10 12 -11 19 15 -15 -4 -8 -19 20 -2 28 23 24 -23 -22 -27 -28 29 -21
right_child=1 7 3 -5 5 -7 17 -9 9 11 -12 -13 -14 14 -16 -17 -18 18 -20 21 25 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-4.8601328844981476e-05 -0.016879446855789553 -0.0065820540258833271 0.042634869582153484 0.068015613838066188 -0.06276755574155389 -0.018648079359116738 0.099564319273457547 0.0029241827376131923 -0.0032556445651626773 0.036670115130035326 0.074599522412892985 -0.048617269637219684 -0.01241775518026372 0.11139644870809487 -0.059216317862229306 -0.017233867522141798 0.00150130961964868 -0.033793317379237485 0.023240837605873713 0.042347008568816624 -0.019279720605241683 0.013554797315876966 0.12624063330890831 -0.025529887471333775 0.089238583350717507 -0.0030385484515904082 0.0094531046421535512 0.11077858152982811 -0.0079074233674550284 -0.015879747512651608
leaf_count=316437 5707 9060 244 71 72 754 25 11514 2046 515 32 63 170 53 59 79 288 113 401 247 1775 792 27 258 45 5203 128 68 5491 194
internal_value=0 -0.0476214 -0.108846 0.115433 0.072484 -0.0846965 0.229888 -0.0060497 -0.0765203 0.0927634 -0.0304715 0.430068 0.531665 -0.142744 0.839051 1.42843 0.435805 0.369295 0.266424 -0.150417 -0.216245 -0.0394961 0.257372 0.204831 0.366806 -0.110072 -0.026448 0.825333 -0.11053 0.400443
internal_count=361931 45494 22094 1968 1897 1365 611 23400 11886 2826 2078 748 685 20126 191 132 532 539 514 19935 12881 7054 1122 1095 837 7174 5399 196 5932 441
shrinkage=0.05


Tree=3522
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 588 575 791 858 927 691 507 657 813 836 590 579 760 624 924 1252 978 355 1443 633 620 892 1374 732
split_gain=26.3539 24.9508 27.3926 31.6107 28.8125 49.237 26.5813 26.1019 25.4304 32.4942 26.5648 25.5375 24.3331 22.6294 22.2758 22.1665 22.1353 22.6447 23.4101 22.0686 21.8898 22.0356 22.8916 21.8393 21.3619 21.3522 21.3329 21.9535 21.057 21.181
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 0.29073615932568342 0.65809631222906606 2.2603408215975165 2.1641256470006294 2.4283205456421384 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 -1.4097550793351623 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.50391836007684632 1.593744732512876 -0.96673487256783863 1.1734518836084071 3.2157419873176414 -0.66177662735578835 3.2946899365908435
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 8 -6 7 -3 14 11 -11 15 26 16 28 19 17 -14 -19 -10 -5 22 25 -8 -7 -22 -2 -28 29 -4
right_child=1 6 3 20 5 24 23 -9 9 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.417975193316915e-05 9.0373485626329348e-06 -8.7262828015374506e-05 -9.8190602213329842e-05 -9.2488240889257502e-05 -8.2619410354054505e-06 0.00028663911017569104 4.4170732301176505e-06 7.725269728075699e-05 -0.00035853613777679872 5.537290630215203e-05 0.00031876419367763103 -0.00013934857625503289 9.4918837360073358e-05 -0.00031709488692618286 0.00010165719510883189 0.0021619216005206803 -0.00013134371387045179 6.2170748821043471e-05 0.00048079615518342413 2.2479383504226998e-05 -0.00034625339766556821 0.00087498582170217288 -0.0013555122431498955 0.00030122973979134101 -9.2417999174401698e-05 0.00012031350983765184 -0.00016135616925123337 0.00042730203391604836 -3.4400096714018795e-05 -0.00058786516632445662
leaf_count=29559 41921 7439 41643 79939 18652 4219 1706 9681 1300 9918 2066 10118 6192 575 3837 21 1305 886 1573 20663 897 171 73 2692 840 4184 6390 341 52529 601
internal_value=0 -0.023959 -0.0300123 -0.0415594 -0.0240241 0.0476436 0.0452579 0.00689085 -0.0372332 0.0103966 0.109192 -0.0317425 0.0133078 0.106004 -0.058009 0.0105374 0.129184 0.168183 0.337099 0.00798435 -0.0832533 0.07102 0.0397585 0.189925 0.233034 0.059228 -0.00946956 -0.13286 -0.0657077 -0.105969
internal_count=361931 332372 310854 251671 166407 23711 21518 17120 142696 44086 11984 32102 59183 10531 98610 21984 9956 8651 2459 21963 85264 5325 5154 4398 5059 5081 48652 6731 94773 42244
shrinkage=0.000980392


Tree=3523
num_leaves=31
num_cat=0
split_feature=785 519 713 507 657 872 268 785 996 1065 114 965 1159 689 567 647 359 263 21 498 564 689 588 645 296 696 219 44 838 290
split_gain=12.5952 13.7657 23.0288 24.9411 26.0574 23.146 22.8001 28.4046 23.4193 24.8266 21.8046 20.6924 21.7745 20.4676 24.8708 64.2257 25.9449 23.3677 22.3799 21.8883 41.2507 28.2084 46.6291 36.6617 23.9588 23.5384 23.9197 23.4218 29.928 22.8502
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 2.2603408215975165 3.0757328524286596 1.0000000180025095e-35 0.58460966528228819 1.0565563832172893 1.0518754624258557 3.7888525678453377 0.10980254379742337 1.0078851103989419 -1.1110989058077336 1.2940496821918759 -0.87782724458594241 2.177312904296643 0.66115833724634121 -1.6471741456694959 1.7244653442151952 1.8264116105874431 1.0000000180025095e-35 2.250834115212506 1.0999280683389623 -0.58924197155363001 -1.111978772112667 -0.20222196125801864 0.81112936548985692 -0.093871211690233505 1.3451046264122284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -5 13 7 8 9 -3 11 -2 -13 -4 18 -16 -17 -18 -15 21 29 24 27 25 -20 -24 -27 28 -23 -21
right_child=1 6 5 4 -6 -7 -8 -9 -10 -11 -12 12 -14 14 15 16 17 -19 19 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019039354768886246 0.0026389858053457588 0.0062674144405105913 0.0012098180532524397 0.008438601482369008 -0.019608146613777182 0.0082232779038619846 -0.0027316365329344353 0.013300812338754402 -0.0104838064417199 -0.0088063322542326523 -0.049471310850957843 -0.0037423293386156411 0.0061853808092972376 0.0081258044346047761 0.01726841727007622 -0.00177700659001338 -0.0061805328337962819 0.024287809523343949 -0.0013455037334579012 -0.0026498749599303587 0.020859602231416002 -0.0013334835692478267 -0.010636431437243542 -0.009669228882066264 -0.0066572534891643611 0.0053709320188601228 0.019980258038674308 0.0012160096333337755 -0.0059617885876408292 0.012665531361179717
leaf_count=29559 25888 7752 36400 7248 430 2968 7713 3273 1407 1373 106 18686 3546 3594 2556 19839 417 709 18205 8697 1200 46385 676 1361 43365 2778 2447 20406 41716 1231
internal_value=0 -0.00994787 -0.0144808 0.0270333 0.139386 -0.0247411 0.0416891 0.0915636 0.0394936 0.0785228 0.00631418 0.00873489 -0.043326 -0.027563 -0.0368209 0.0328146 -0.0129208 0.27973 -0.0466782 -0.0500487 0.0485544 -0.0571552 -0.0347486 0.133209 -0.100363 0.206971 0.252147 -0.0492182 -0.067248 -0.00473311
internal_count=361931 332372 310854 55904 7678 254950 21518 13805 10532 9125 48226 48120 22232 251982 215582 23521 20965 1126 192061 188467 11128 177339 115769 7262 61570 5901 5225 108507 88101 9928
shrinkage=0.05


Tree=3524
num_leaves=31
num_cat=0
split_feature=1430 1298 1444 746 651 623 1319 560 741 464 964 1469 1339 529 1469 986 1325 500 1361 974 740 905 69 9 1121 698 50 319 491 450
split_gain=12.503 21.5248 23.5145 21.2575 19.4435 20.0334 20.6392 18.7612 20.224 18.6661 20.3665 21.1551 23.9701 19.0782 18.8234 22.1747 21.3317 18.6243 18.4401 18.023 17.9651 24.0955 24.038 19.9195 18.1226 17.4503 19.54 22.237 18.7691 20.4246
threshold=0.54622893720785959 1.0000000180025095e-35 0.61050815248025436 0.66766320980544069 1.1107569744011787 1.57101675417829 -1.9061454630617805 1.6590601587821199 2.8718069931529517 1.0000000180025095e-35 0.29053103139419062 -1.3538714453306848 1.0000000180025095e-35 1.4795591430507427 -1.1729032349805202 -0.83920296681582218 0.45192199686811829 1.272657160515277 4.2403057119003629 1.0009789139425416 2.6399776226761449 0.16895607028861806 0.8074536138558025 -0.6406388568692617 -0.5155392760959675 1.8596599369683353 1.4829784501753427 1.0000000180025095e-35 0.4001014506433036 2.2203088264540187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 7 6 -6 8 18 14 11 12 -11 -13 15 -1 -17 -12 25 -5 -8 22 24 -23 -22 26 -2 28 29 -28
right_child=4 -3 -4 19 5 -7 20 -9 -10 10 17 13 -14 -15 -16 16 -18 -19 -20 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.018700906072094254 0.0016241859468732172 0.00018236638086169954 -0.0069205442606660068 0.0065900790116637286 0.033476757885672281 -0.044397624403295692 -0.0014808903984628342 -0.0041532751719491594 -0.030261295416142028 -0.016250378401316688 0.0026963403998536278 -0.0011713138442104737 0.042314784309908662 -0.011518880879615022 -0.0048475583447037535 -0.0042593986321068002 0.018302535446050032 0.020021755597710505 0.017192102984907982 -0.014942833433722536 -0.033759924769040023 -0.039026552065493735 0.056503438831145482 -0.01091478322424677 0.015293672621250032 -0.006200992048025618 0.017258488396322644 -0.008518954503535462 0.0042182678762201099 -0.023742655151677193
leaf_count=888 55655 152207 17393 5529 156 175 9140 6279 390 118 8027 34002 216 3763 48814 3976 619 834 849 498 167 531 82 896 229 3133 2805 1003 3412 145
internal_value=0 -0.0135599 -0.0398249 -0.0271726 0.0179168 -0.0677491 -0.0571077 0.031137 0.0421825 -0.0374737 -0.00584583 -0.032518 0.475959 -0.0388988 -0.0757441 0.0514572 -0.017487 0.0845898 0.044486 0.0963424 -0.0696431 -0.271151 0.154292 -0.424589 -0.0974998 0.0399276 0.0479241 0.147637 0.188726 0.308064
internal_count=361931 276884 124677 107284 85047 11376 11201 73671 67392 101257 46960 38099 334 37765 54297 5483 4595 8861 67002 6027 11045 1905 478 1427 396 66153 63020 7365 6362 2950
shrinkage=0.05


Tree=3525
num_leaves=31
num_cat=0
split_feature=1458 472 697 229 1187 1466 1466 1386 976 503 498 503 633 158 1453 770 483 1466 1451 325 375 984 1381 81 4 1397 358 1449 1450 1450
split_gain=12.2506 15.3268 14.4439 14.9706 15.934 15.4306 18.7163 19.3734 17.0566 21.139 19.194 17.4182 16.7888 15.7551 14.756 15.3188 16.9595 14.6886 14.3545 15.1194 18.2847 16.2488 14.6622 14.5534 16.1048 14.3304 14.309 14.2643 22.4579 22.3589
threshold=2.6054386111478895 3.3023598640681366 2.3882565562959504 1.0000000180025095e-35 1.3184484253728141 1.7021207750673237 1.1481623852422969 -0.40519467170971302 0.84851914611842438 -0.60140768959809654 0.059595012009934487 -0.71768114635079105 0.67684860546243042 1.4190598098160041 0.23588741000983263 0.012370791212983833 0.16787429701117168 3.2754529010249787 8.1928809167143815 1.0000000180025095e-35 2.0992015153498529 -0.11949483836811953 1.2199196214220163 0.66567219108031495 0.77106241182360014 -0.46921208008089998 1.1786725385024224 2.5214482292721478 -0.35950514493807501 -0.34557539116087493
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 3 4 18 6 8 -8 9 13 26 -10 -9 -5 -6 16 -16 -7 19 20 22 25 -2 -21 -25 -22 -11 -1 -29 -30
right_child=1 -3 -4 5 14 17 7 12 11 10 -12 -13 -14 -15 15 -17 -18 -19 -20 23 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00048436178584911532 0.020490649098196825 0.060943027099626651 -0.024540446334138735 -0.031117602326721845 -0.017841299983555919 -0.035404406996765558 0.063729196119185219 0.022635095949670447 0.053788000527880055 -0.0079367081720823508 0.015720979952030183 0.0039211246581254203 -0.055512884980861293 0.045326678387995339 -0.041628033996306373 0.05237020854128191 0.049860421055021253 -0.0028163493638619676 -0.038030817568735373 -0.00034546669827335559 -0.044933309707349267 -0.057747598460088048 -0.010536175752808918 0.039811077111461299 -0.034434273987265666 0.033335739665952997 -0.071807410872515617 -0.0086933507393249787 0.062043957929420426 0.0064015971054946766
leaf_count=346113 2132 49 257 470 480 294 94 140 100 483 501 318 39 31 76 71 32 361 75 1757 40 71 214 195 45 72 52 1312 79 5978
internal_value=0 0.0755295 0.0682328 0.0823858 0.14934 -0.0431977 0.0427316 0.537216 -0.0365132 -0.141965 0.0325484 0.356398 0.13896 -0.515186 -0.160205 0.355715 -0.196027 -0.333233 0.193665 0.208473 0.313089 -0.32702 0.362322 0.0639962 0.552546 0.146599 -0.275366 -0.00731258 0.0881308 0.144234
internal_count=361931 8449 8400 8143 5260 2883 2228 273 1955 1537 1036 418 179 501 659 179 108 655 4601 4526 2529 183 2346 1997 240 112 535 353482 7369 6057
shrinkage=0.05


Tree=3526
num_leaves=31
num_cat=0
split_feature=1230 1237 1286 1105 785 287 549 768 349 1443 503 1392 697 632 89 21 718 691 1470 1452 583 1453 154 1109 1231 842 1467 80 915 1425
split_gain=12.1571 23.1825 21.2802 26.3157 25.6183 25.5104 22.1018 19.3853 19.3211 18.7702 19.9915 20.8957 18.9027 19.8017 20.4682 18.5399 20.4602 31.9198 24.4058 40.3535 23.2132 21.8082 21.5146 24.5328 21.1581 23.1223 22.9851 21.1461 18.5118 21.1609
threshold=1.0000000180025095e-35 2.2873089397629531 0.78161905918100072 0.31612863818062714 -0.86283290253235112 -0.97113777134842216 -1.3900695809707992 -0.67089718940717047 1.1589502373932186 1.593744732512876 -0.48513423284540197 -0.60057727770991443 2.239271533131046 -1.6681168575473022 0.337886196018166 -0.70163543588998201 1.7690287660176487 -0.60492823242130978 0.70719074528215786 0.10267903820740146 -0.55326332990463356 0.49672579549061152 -1.1712167001793048 -1.2840642172890595 1.0000000180025095e-35 0.98618284318360494 0.10125702873050858 2.2345096149817523 -0.82497128636892614 2.840669840082751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 4 -4 -2 -5 -7 8 -3 -6 -11 -12 13 14 -13 16 21 -18 20 22 -19 28 -20 -24 25 26 27 -23 -1 -30
right_child=1 7 3 5 9 6 -8 -9 -10 10 11 12 -14 -15 -16 -17 17 18 19 -21 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0041388461181100763 0.0044184879430916382 0.0055195746598689921 0.0047766323464659421 -0.021711670460220312 5.2230478560896362e-06 -0.02346445309011751 0.0014850782777758942 -0.010131579911751544 -0.022972286278220389 0.00070484462216256164 -0.012459672271721609 0.0022343060734919275 -0.060458256056878629 -0.0019767421169904105 0.088185109879302948 -0.0018961466385406214 -0.0031355518723083595 0.014494876695527901 0.047836220091128881 0.047867500262872648 0.0010715122556384823 -0.0065471736453577983 0.050835092911739793 -0.0046037079534733813 0.012658910058066486 -0.019195812575428853 0.013386007955872491 0.054568917945854216 -0.0042822497581749171 0.027216740242147736
leaf_count=5294 14901 3249 24942 998 117606 636 5407 7014 571 7511 7476 128 144 4708 83 112094 5147 2454 168 487 5225 2394 114 938 3190 742 1726 65 26264 255
internal_value=0 0.00718507 0.0122793 0.0634117 0.000538873 -0.0603571 -0.0103303 -0.116098 0.0368397 -0.00957865 -0.0845637 -0.153101 -0.0284538 -0.00737304 0.817818 -0.0204887 0.0176925 0.0919091 0.171129 0.425988 0.115553 -0.0138826 0.1798 0.0484376 0.0956346 -0.000153729 0.0689488 -0.0875543 -0.0463931 -0.0767365
internal_count=361931 195374 184540 31983 152557 7041 6043 10834 3820 137656 20050 12539 5063 4919 211 166557 54463 14533 9386 1707 7679 39930 1220 1052 8117 4927 4185 2459 31813 26519
shrinkage=0.05


Tree=3527
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 789 703 691 560 363 1176 1383 286 843 1055 776 979 1463 286 1316 1231 1258 354 221 278 560 972 401 917 986 1279 981
split_gain=12.3176 24.8765 17.7984 16.1086 20.6299 17.3468 19.381 21.1857 17.32 17.0766 16.0017 15.9686 18.0983 16.1134 19.8299 16.2521 15.8651 16.0792 15.794 18.41 16.8299 21.8559 23.3962 19.8004 16.0646 15.867 20.652 20.6574 18.5555 17.9409
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 0.58985743818788539 2.9086670095478406 -0.99189003273918541 0.62522393566729606 -0.84747756022600707 -0.32674927452363317 -1.9070335981613 0.14848589315110042 0.32150983570231784 2.1555551913425886 2.0984365586671574 0.50180756795932024 0.49140614438290092 1.4328074584632289 -0.83957141487848086 -0.55512259543958953 -1.6534205443251355 -0.52260100868140769 2.3874670321857452 -0.15424665511585245 1.3449833315067303 -0.080045820536090287 0.66778437295061321 -0.67390942486905525 0.23319877721084994 1.5272572359135637 0.93045830572935906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 5 9 16 -7 -8 -6 10 -5 13 -13 -9 15 -15 -4 -18 19 -1 -20 22 23 24 -22 26 27 -21 -27 -28
right_child=-2 -3 3 4 8 6 7 11 -10 -11 -12 12 -14 14 -16 -17 17 -19 20 25 21 -23 -24 -25 -26 28 29 -29 -30 -31
leaf_value=-0.068361355397138668 0.0003515523061193917 0.00013620711307667143 -0.015227480377877451 0.0030671732876628712 0.14533243170682905 -0.0054613113887421573 -0.024212605923339722 -0.003675739497636327 0.024134972456424673 -0.00059333536529069066 0.099616355045820726 0.010689601283736992 -0.054505071558622144 -0.009643392062498965 0.099477333713671665 0.087442881289513663 -0.05865029745234808 0.017625384985734498 -0.010815589235845767 0.040278470873973633 -0.0036356273562102477 -0.059277805873766999 0.020401864142951164 0.042086960614882568 -0.045425841559739895 0.039403762450999982 0.0058697848655990649 -0.020410388742160997 -0.017281604188450005 -0.030271603665177685
leaf_count=44 197825 89418 4958 70 21 42283 656 4916 45 13061 64 3139 105 172 51 35 98 510 1276 282 463 55 756 69 177 332 681 88 73 208
internal_value=0 -0.0210065 -0.060427 -0.0744891 0.00565754 -0.0968356 -0.0807811 0.0262184 1.21695 -0.00302746 0.989198 0.0572525 0.187505 -0.0399956 0.626027 0.205518 -0.250464 0.190339 0.0662356 0.224167 -0.0339165 0.11709 0.167281 -0.134623 -0.276632 0.254021 0.130944 0.546874 0.592963 -0.0470011
internal_count=361931 164106 74688 70184 13261 56923 51357 9074 66 13195 134 8418 3244 5174 258 207 5566 608 4504 1708 2796 1520 1465 709 640 1664 1259 370 405 889
shrinkage=0.05


Tree=3528
num_leaves=31
num_cat=0
split_feature=733 1051 1116 1464 903 1312 706 415 1183 421 1252 439 690 639 1252 701 421 901 1243 1052 670 700 1259 1462 1283 638 1111 4 44 1326
split_gain=12.0263 15.2082 17.3482 16.8414 16.0808 15.2097 17.0138 19.6994 25.1952 18.7191 20.5296 19.3374 16.1183 15.9879 20.6395 19.7242 17.795 15.8678 19.8433 15.7187 18.1479 17.8181 16.9285 15.6192 15.3268 18.4134 18.2573 15.5588 18.009 19.1227
threshold=1.0000000180025095e-35 3.0856045387256095 -0.20339494068978761 1.0983811100763705 -0.49036450982442764 0.31519285594324048 1.8617238427420744 -0.29659082596083969 -0.61813561666589523 -0.10257223387568025 -0.58332036882477423 -0.9313969226050508 -0.67526771693027265 -0.40983288672665813 -1.5812070035321437 1.9104626628360679 -1.0374924497622369 0.21849606531366475 -1.2203683000301486 -0.44850607639259238 1.2185539428497101 0.7590362138916189 0.013049167277836412 1.4813153935732892 1.0000000180025095e-35 -1.5322474953613012 -0.51345549937541624 -1.0137798421827477 1.9036337516570463 1.1504935372443621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 13 -7 8 12 10 -9 -12 -8 14 17 19 24 -2 -19 20 23 -22 -23 -15 27 26 -26 -16 29 -29
right_child=1 2 -4 -5 -6 6 7 9 -10 -11 11 -13 -14 15 16 -17 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=8.3934929345059038e-05 -0.052577232498906716 0.012757543977815256 0.043409082757022432 0.061629716577348594 -0.045100700109938878 -0.0059425544554115939 -0.01302191236303135 -0.024512528673148275 -0.044088255067409376 0.0028252642442098486 0.15823682459080884 0.054249853159473449 0.079366390144383445 0.004349973022869531 0.021436113006249306 -0.021829542984851472 0.0043881205086363324 0.049807385473483755 -0.052328180951180983 -0.0045551685698817668 -0.025112281604333282 0.051662046738699556 -0.034279422362432727 -0.014384588859158859 -0.037868033564300158 -0.024427448313397802 0.068542375081589682 -0.012679936852541082 0.04927808860963865 0.035069401194964996
leaf_count=290164 258 199 203 50 170 20801 74 63 270 266 41 145 56 9414 421 947 15582 67 62 18049 816 104 81 704 47 1076 62 1533 72 134
internal_value=0 -0.0355264 0.355348 0.0122363 -0.221389 -0.0392893 -0.102782 0.281231 -0.234022 0.626475 1.12176 1.48071 0.641427 -0.0158989 0.0412459 -0.0532813 0.0521435 -0.598653 0.108285 -0.0419081 0.0308072 -0.324875 0.432063 0.0595823 -0.119527 -0.371841 0.599007 0.0019465 -0.106055 -0.167297
internal_count=361931 71767 622 419 369 71145 21716 915 400 515 249 186 130 49429 19314 30115 18927 387 129 29168 11119 1001 185 10118 3345 1185 109 2160 1739 1667
shrinkage=0.05


Tree=3529
num_leaves=31
num_cat=0
split_feature=545 959 1094 1361 795 705 470 257 832 831 1469 427 633 484 702 641 395 1370 69 602 1176 1051 1174 1122 131 1178 442 355 572 268
split_gain=21.1019 24.4008 27.7482 24.5021 24.4096 32.8218 26.2997 22.4297 31.9251 22.369 21.3154 22.4699 34.9933 21.0836 22.5413 23.7966 20.3142 20.3727 25.9326 19.9596 21.5227 19.8699 19.8091 19.5249 30.9171 19.4073 19.1741 19.3382 18.1927 18.1577
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 1.0000000180025095e-35 -0.29258408639884992 0.28191752204954684 0.66595742291584703 1.0000000180025095e-35 -0.07211987328566348 0.71922820897945428 0.28271063087949944 -0.51777360960278751 2.6267512487368179 -0.38529859338704892 0.82247273120287534 3.9256961922190565 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 2.6455866734826223 0.070992515369580692 2.3864150127511103 4.967159382618811 -0.89271532357928141 0.53634859910762867 -0.22852731693287581 1.0000000180025095e-35 0.96054973101507435 2.484705740533462 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 16 5 10 7 -7 9 -9 -3 -12 -13 19 15 21 17 18 -4 22 -21 -15 26 24 -5 28 -6 -28 -23 -10
right_child=1 4 3 23 13 6 -8 8 29 -11 11 12 -14 14 -16 -17 -18 -19 -20 20 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.793744389976828e-05 2.4151054322042391e-05 1.7943710545351717e-05 -6.2950088703436007e-05 0.00031779847503043436 -2.3665982896816469e-05 -1.2519113567499336e-05 0.00015382740909461375 9.3832555012781507e-05 3.3666352642700406e-05 0.00028430000193390234 -0.00021333316539294677 -1.224288813590308e-05 -0.00078969562712906058 -3.0393484665711809e-05 -0.00010794873586893872 0.00067229816275863349 0.00099468262512123818 -0.00029537868651539277 0.0012402398745899302 6.4351587781480099e-05 -0.00038742577524826294 -0.00012302504205291128 -0.0008535105123750606 -9.8125580252305013e-05 -0.00040440845469293834 0.00047758716075449659 3.6423265106211547e-05 0.00019247228568227795 0.0016305777711262339 -0.00021125072222327653
leaf_count=94059 13044 34694 733 1354 23940 22772 11077 9479 5880 3756 5028 12894 312 46834 20167 239 75 9327 108 771 1071 683 153 12497 412 722 23701 4237 25 1887
internal_value=0 -0.00474319 -0.0669358 -0.120838 0.00285392 0.0274135 0.0648082 0.03938 0.0882524 0.151424 -0.0133469 -0.0787142 -0.0305794 -0.0187421 -0.0458029 -0.0193134 -0.243519 -0.258001 0.168967 0.0130737 -0.201832 -0.0229146 0.0213255 -0.0643993 0.161324 0.240588 0.0233745 0.0606907 -0.0429175 -0.0229896
internal_count=361931 267872 37550 24506 230322 107779 54851 43774 21002 13235 52928 18234 13206 122543 68670 48503 10243 10168 841 53873 1842 48264 52031 14263 1766 1430 51878 27938 708 7767
shrinkage=0.000980392


Tree=3530
num_leaves=31
num_cat=0
split_feature=50 56 1470 629 359 839 911 77 1120 150 777 264 905 239 420 480 841 976 293 354 765 1187 1253 692 624 217 1107 626 779 153
split_gain=11.9153 23.4942 17.3474 16.8576 17.7721 17.7007 17.6298 20.2813 17.3782 16.8476 20.0551 18.4633 18.9772 18.8981 22.3739 22.1166 18.7903 18.2417 18.9808 18.1794 19.1805 19.8501 18.3258 21.1293 23.6426 19.7282 19.1223 22.9864 19.972 18.3209
threshold=0.55630078546380823 1.0000000180025095e-35 -1.3782462404802098 1.7152085040206202 0.073596255952220621 2.5284294771044284 0.025204550405895386 -1.3066178576056005 -1.6392751701162489 -0.2067416126907046 0.95231195008785419 1.0406688472030448 -0.45241007876187428 2.6808381144923019 -0.27113642134794586 0.95874203688355186 -1.4054922044330311 -0.16511247852210573 -1.4483498723868022 -0.61960555121687699 1.3483995836313152 1.4425174792339615 -0.39849908339527068 -0.036636781739409506 -0.19565470143061126 -1.0059955542936005 0.35503037452672076 -0.93175265998113532 0.19824585265596514 -0.76799813474564382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 8 7 -6 -5 11 17 13 -13 19 -15 -16 -14 18 -11 22 -21 -22 -4 -24 25 -25 27 -26 29 -29
right_child=3 2 9 4 6 -7 -8 -9 -10 10 -12 12 16 14 15 -17 -18 -19 -20 20 21 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=-0.0020524875803040327 0.0013866420198662243 -0.020856170863189454 0.0049524193308839448 -0.05002131912318114 0.052050143241674618 -0.056228722431469494 -0.016192688258968923 -0.0038195728924170069 0.0037393561109243835 -0.019197473236117136 -0.0032730899558671544 0.011573401966337509 -0.04628028547523199 -0.0042399085904578446 0.036556383875777192 -0.0028276560443056442 0.0012293356967201059 0.0043311235882271077 0.00087204155415082814 -0.0024689517444766358 -0.013560308708298214 0.013369904532065133 -0.0053161436769147705 0.016336702896778903 -0.053495751157727048 -0.01030189842437783 0.019135513933193373 0.029974324646840161 -0.012092191325379142 0.0030972746065582365
leaf_count=123658 76756 473 9278 97 90 74 2128 1660 3358 670 10552 2607 133 775 557 278 5222 28538 32969 42328 4252 410 9044 457 116 2078 1340 453 652 928
internal_value=0 -0.0124637 0.00490189 0.0181403 -0.0828664 0.03031 -0.186927 -0.0231536 0.0515134 0.00629803 0.0301794 -0.0177424 0.0784015 -0.0308743 0.220122 0.470433 0.00785291 0.0444235 0.010686 -0.0367261 -0.0649602 -0.216846 0.0144839 -0.0340128 0.0688804 -0.107496 0.183247 0.0484159 0.0968644 0.241873
internal_count=361931 277768 154110 84163 7407 3529 3878 1750 3455 153637 72729 80908 7962 72946 1610 835 5355 62177 33639 71336 46990 4662 24346 15068 6024 2535 3489 2149 2033 1381
shrinkage=0.05


Tree=3531
num_leaves=31
num_cat=0
split_feature=890 407 43 795 705 539 779 1356 747 785 513 1122 978 706 623 1451 486 776 1104 1110 660 483 854 797 794 666 710 560 1002 332
split_gain=22.503 30.6099 24.9914 23.8648 31.0789 24.5791 21.5304 21.3872 25.4506 23.3135 25.1847 21.6778 21.3702 20.3442 20.831 20.3057 20.2296 20.0274 23.9297 21.3785 19.6617 19.4733 19.2602 59.3543 22.8923 20.7362 22.0696 23.74 21.3928 25.9075
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 -0.29258408639884992 0.29476615584548899 0.6695026854463163 3.2755819793892029 1.0000000180025095e-35 2.2668746584208797 -0.86283290253235112 1.0454229551509682 -0.25289717248518029 0.41710258731110789 1.6846785363603172 -0.024657624075993714 0.75140231727557782 1.8692550303841236 2.1563166217073708 -0.30357624121428822 -0.89404892513355294 -0.72421686037558375 -1.6199325066889825 -0.87473648844905705 0.63961785378869596 2.2041218380651819 3.1569310267559065 1.7745879959826432 0.26752532682588021 0.69854289147193727 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 4 6 7 13 9 -9 21 20 -10 -8 14 -3 -2 -7 18 -16 -20 -11 -6 23 -5 25 26 28 -28 29 -24
right_child=1 2 -4 22 5 16 12 8 11 10 -12 -13 -14 -15 17 -17 -18 -19 19 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.0729598630481016e-05 -0.00010251449808032467 -8.3601017212302345e-05 -0.00013427370270372495 -6.3512873603575599e-05 -0.001467889844845698 0.0001733993796425712 3.655271638804786e-05 0.00013372372405369857 -0.00085311308890525963 5.7861311891345033e-05 0.00018707052133652442 0.00022994773848332832 0.00058563767884581568 0.00012436880656422998 -9.864373190816382e-05 5.5758832321855599e-05 -0.00034257860512944548 0.00032241928406553347 -0.00019393720676259591 8.1074634827015097e-05 -0.0001013727607545469 0.00011309374912380998 -8.6083833233126169e-05 0.00025165166346026251 7.8426320119819376e-05 0.0001896098958246937 0.00015598770087674614 -0.00010591683235376915 -0.00012617835794467836 -1.6931813028554242e-06
leaf_count=96477 31623 21063 8848 6697 40 10053 883 11692 225 4971 1880 122 548 4536 7859 5215 341 888 1561 12317 14510 8120 34432 4253 8949 1641 4845 2294 13970 41078
internal_value=0 -0.00691992 0.00158764 0.00553658 0.030508 0.0677701 -0.0100652 0.0427756 0.119015 0.00946643 -0.0308146 -0.45273 0.261342 -0.018126 -0.0328081 -0.0771791 0.15954 0.0129422 -0.000732021 0.0531822 -0.0581114 0.108213 -0.0159816 0.0697723 -0.0253965 -0.0355013 -0.0401196 0.0747235 -0.0501144 -0.0347244
internal_count=361931 265454 228616 219768 101609 51954 49655 41560 12039 29521 21361 347 1431 48224 43688 36838 10394 22625 21737 13878 19481 8160 118159 10950 107209 98260 96619 7139 89480 75510
shrinkage=0.000980392


Tree=3532
num_leaves=31
num_cat=0
split_feature=616 1286 622 1429 198 1120 209 214 290 1252 913 327 73 292 1458 62 351 227 852 551 494 1454 1464 1464 705 279 1122 875 426 1119
split_gain=11.9082 18.93 17.8329 18.1441 17.3937 17.7659 19.2889 19.4576 24.5349 18.2438 18.1381 17.7911 20.6055 17.3823 17.2163 20.7279 23.4538 22.2609 21.6713 25.1595 21.84 21.5994 22.4772 25.3134 21.0296 23.0057 20.5766 22.1797 20.426 20.927
threshold=0.57091520978742472 4.0066926509047791 2.9988941682990409 1.0000000180025095e-35 1.0000000180025095e-35 2.0930423681935841 1.6042478576184906 -0.73405722986062594 2.044301423488688 -1.1066564705824169 -0.33448771541930672 1.0000000180025095e-35 -1.0379385812079989 -1.9537321920882906 1.8460070869938618 -1.2811150420666217 1.3082089268184893 1.1614306413963524 1.0747610123934368 1.0000000180025095e-35 -0.50788904845706573 1.0692506903199488 -0.45756588712085861 -0.36001609994561429 -0.67744713471412921 -1.2650877691611007 -0.66556095040977803 1.0000000180025095e-35 0.027507439799408406 -0.25823802040320271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 5 6 9 8 -8 -2 -9 12 -11 -5 15 16 17 26 21 20 -20 -17 28 -24 -21 -26 -1 -28 29 -23
right_child=1 -3 -4 13 -6 -7 7 10 -10 11 -12 -13 -14 -15 -16 18 -18 -19 19 24 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0036505924853915991 -0.0096458120065674863 0.044422394737540331 -0.016762070589753375 0.022912468516739986 -0.0075082659868456973 -0.014336752852858521 -0.00178678493357906 0.0076559919913738398 0.065907607898242682 -0.01104980764853304 0.049423876285697312 -0.002778946937828806 0.0070744426101032867 -0.0046332209135473068 0.0037426103626046407 0.00033006907918706565 -0.0095404963270750015 -0.0078158292211802476 -0.009542192881686163 -0.0021066574493262091 0.0018215348979442134 0.00592265067943542 0.035202656491984868 -0.0012245985209461069 -0.014928687112782078 0.0089283418980764199 -0.0053310359677832802 0.00089436657419064399 -0.013458583182881964 -0.00930180932216307
leaf_count=13312 2184 106 1749 349 4515 1097 897 271 65 1091 357 6352 10365 26269 13965 174435 6683 8740 2752 3142 9335 2136 195 14000 655 11913 17887 20194 4251 2669
internal_value=0 -0.039477 -0.0419168 -0.0346268 0.0102066 0.0355503 0.050467 0.308708 0.0885907 0.0293195 0.639352 0.054465 0.10959 -0.0843606 0.000963705 -0.00317027 -0.0439376 -0.028142 0.00635531 0.0631642 -0.0122649 -0.0024615 -0.0660935 -0.0123922 0.120545 0.159701 -0.0091151 -0.0406378 -0.155732 -0.0528025
internal_count=361931 55667 55561 53812 27194 22679 21582 1590 962 19992 628 17808 11456 26618 306264 292299 66816 60133 225483 27797 12087 197686 23251 14195 15710 12568 51393 38081 9056 4805
shrinkage=0.05


Tree=3533
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 781 497 978 691 1168 779 423 1451 971 738 225 1453 1381 696 701 357 196 1043 1314 1470 296 630 978 623 633
split_gain=24.6009 31.8456 25.832 31.0652 27.3128 23.1588 23.8521 23.0014 21.7512 24.392 20.7533 21.914 20.2775 19.9407 22.4542 21.6842 21.6776 20.8573 21.3899 20.4113 19.7681 21.1854 19.6258 19.5805 19.8104 19.2912 19.6229 19.2078 19.1694 18.8362
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.28191752204954684 1.7603402020327763 1.0000000180025095e-35 2.2841970610333457 2.8367450815413959 0.34291078408764419 1.4187720419083558 3.2755819793892029 0.36969867185407429 0.75140231727557782 -0.33987089599926784 1.0000000180025095e-35 -0.59056569541295367 1.2904438997469929 1.4957253429421413 1.1538550379591352 -0.70088930592378107 1.6857588461973305 0.72502857612549287 2.0850083585550929 -0.63398465305558782 -0.90123702445516929 -1.2890119138274743 1.5622455038659673 1.917347316244016 1.3398145283504721 2.3599571370725863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 12 3 10 5 6 8 28 9 20 11 23 -2 15 19 16 25 18 -16 -15 21 -5 -23 24 -3 26 -1 -12 -7 -4
right_child=1 2 29 4 -6 7 -8 -9 -10 -11 27 -13 -14 14 17 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00041470662241536635 -0.00010221630087508041 -0.00027483168603003482 -2.4605582847455171e-05 0.00016667929982855579 0.00024520078995570816 -5.9627057249341407e-05 0.00035807193801173774 0.00071850388023639799 -3.5260500782881076e-05 -0.0002007343771407897 0.00013969265850766359 -0.00010182290869963611 5.6030047869832166e-05 -8.2328333680724953e-05 -0.00021286303451786053 -0.0001181732755388927 0.000218915047779273 0.00022934208959278049 0.00010956091655561977 6.927503486387782e-05 -5.6496117837356256e-05 -1.8010000317380649e-05 0.00071851142178549121 3.4652572322822319e-05 -2.6125836409828013e-05 -6.4217649342394591e-05 -0.00077641521354151252 0.00083798388028816023 0.00020160790061718103 9.8456305324318759e-05
leaf_count=757 31623 2185 116657 17821 3390 13069 1447 184 7667 1423 1309 12465 5215 8647 7722 37858 1701 1141 1633 20274 2981 4858 165 28146 7237 16628 116 200 1359 6053
internal_value=0 -0.00515268 0.00353428 0.0291058 0.0655702 0.0522423 0.0820305 -0.0228214 0.0706717 0.0992843 -0.0111442 -0.0190226 -0.0768661 -0.0520525 -0.00683315 -0.0828544 -0.0152809 -0.114407 -0.155587 0.0291509 0.113558 0.135068 0.00795434 0.00742484 -0.0867621 -0.0450844 0.303539 0.250688 -0.0331656 -0.0186209
internal_count=361931 265454 228616 105906 54364 50974 36362 14612 34915 27248 51542 50033 36838 96477 39417 57060 19202 10496 9355 28921 25825 22844 5023 37568 9422 17501 873 1509 14428 122710
shrinkage=0.000980392


Tree=3534
num_leaves=31
num_cat=0
split_feature=785 728 784 921 859 647 590 982 730 783 934 514 603 660 563 907 461 8 1117 29 10 570 209 1258 351 727 516 1388 143 401
split_gain=22.8679 18.3793 21.6591 20.704 20.5462 19.3343 43.6753 18.2939 17.7778 28.0031 24.8164 24.3689 19.9728 21.4571 18.4244 17.9723 21.1684 17.9531 17.671 17.6386 18.1263 17.6015 21.0266 18.1715 17.4897 17.3871 17.2115 20.377 20.4131 19.118
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 1.7621802667917166 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 2.0405992520496379 0.51732753832957667 1.0000000180025095e-35 -1.298475463871557 -1.2591097148690287 0.82152675923177465 -0.43543206165028031 0.10327219449165864 1.3315602333802148 -0.2566975764808338 2.0347385979342092 1.0000000180025095e-35 1.0000000180025095e-35 -1.0974244528964057 0.070797244804989917 0.66778437295061321
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 -2 8 -5 6 24 -6 9 11 12 -4 13 -10 15 -12 -17 -15 -8 20 -13 -14 -23 -24 -3 -1 29 28 -28 -11
right_child=1 5 3 4 7 -7 18 -9 10 26 14 19 21 17 -16 16 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.5321551922372915e-05 -2.0407534310736138e-05 -2.5233665824849828e-05 4.1244518537617995e-05 0.00039823800551806455 0.00011035057440474343 -5.9753083558988588e-05 -0.00068588325375505742 -0.00045825911370980419 0.00015698819365030667 -0.00021251942893483981 -0.00014507949895338563 0.00022807425856020402 0.00012872468187038983 -0.00042559240021480414 0.00082010218228276426 0.00060703724857440384 -0.00014956065334462579 0.00057962521313757959 0.00043281966378487107 -0.00019087758310744462 0.00086313768721849743 -0.00053675712091559753 -0.00056083014939843883 0.0016355401028358679 -0.00095204629346683234 9.0365231522597609e-05 -0.00055352128821421276 1.3119141998385253e-05 9.5057940988141853e-05 0.00010119938128626048
leaf_count=12551 190291 4669 6880 1153 6164 93730 93 278 2134 5966 2949 431 1401 101 97 322 364 996 1291 225 385 504 42 35 152 17008 822 9487 397 1013
internal_value=0 -0.0200539 -0.00991837 0.0347503 0.135006 -0.050672 0.0770643 0.089544 0.0110848 -0.0192015 0.0942305 0.0898095 0.188986 0.285552 -0.0447104 -0.0720667 0.247308 0.518079 0.390274 0.405064 0.54317 0.0044279 -0.355969 0.739369 -0.0500824 0.0444239 -0.0688422 -0.0162139 -0.320651 -0.160819
internal_count=361931 332372 232437 42146 7595 99935 6205 6442 34551 25606 8945 7921 5213 3231 3732 3635 686 1097 1384 1041 816 1982 581 77 4821 29559 17685 10706 1219 6979
shrinkage=0.000980392


Tree=3535
num_leaves=31
num_cat=0
split_feature=888 1028 407 795 660 1457 1022 565 966 705 1308 363 1189 202 556 925 970 89 73 1325 277 409 1103 351 1105 306 1374 210 913 701
split_gain=23.3178 23.5404 27.0184 26.4405 25.0495 21.9268 22.0989 21.4368 21.1893 20.4683 20.1788 26.7789 23.6117 21.1475 20.7569 19.9527 21.3219 21.9986 20.3174 19.596 22.302 20.5996 19.5939 19.5085 18.6107 18.2457 19.603 18.1531 18.4933 21.7276
threshold=1.0000000180025095e-35 -0.96688480048775205 -1.2965003005540392 -0.29258408639884992 -0.72421686037558375 -0.17133938114537597 0.67527595557081987 -1.8945369960815635 0.57090555629560535 0.56030458762829227 -1.0499001947836037 -0.56593172769933353 -1.0256275597782036 1.8438707357942881 1.2910224300435518 1.402553532478082 -0.97009344169680756 0.37560977029846238 0.25305081539760266 -1.2843510753667267 1.3181246273988552 2.2294551496329555 1.0000000180025095e-35 0.066077553620645782 0.65373247835262116 2.086360783057398 0.74730304611166465 1.5806774660123917 -0.52809801447992299 0.28817987663255445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 22 4 9 -6 -7 -5 -9 -4 11 12 14 -13 19 18 17 24 -12 20 21 -1 -3 25 -17 -24 -27 28 -18 -30
right_child=-2 2 3 7 5 6 -8 8 -10 -11 15 13 -14 -15 -16 16 27 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0013466141323390697 -7.2994010035146175e-05 1.056407594039239e-06 4.0811516964550431e-05 -0.00044662599475876204 -2.1591707061120869e-05 2.9955494832754145e-05 0.00018900907620357908 4.6720535892332108e-06 -6.4702708559545365e-05 0.00016545045538197601 1.5410799843087074e-05 -0.00021507876591183605 -7.4251953067445566e-05 8.4430460399034343e-05 -0.00057196978323480186 -0.00040798213960942833 -0.00040734802128369755 0.0011558606996949412 -8.2148155408777048e-05 0.00020532948820214863 -0.0012286979301316437 -0.0011270151745051613 -9.0891624825907601e-05 -0.00023525490905877851 0.0010321020488296272 0.00052409492533121141 -0.00035515423549020112 -0.00098146408122886633 -0.00028899517994499202 0.00046783655003159195
leaf_count=249 46198 13101 14479 747 40057 24164 4581 77758 28089 9913 36840 15264 6647 1973 263 212 1702 107 19654 1406 42 37 10243 6257 65 458 174 226 618 407
internal_value=0 -0.011663 -0.00082894 0.00750723 0.0348613 0.0123708 0.0589122 -0.0161869 -0.013955 0.0936822 -0.0485022 -0.114929 0.000798629 -0.182792 0.24557 -0.0258389 -0.222166 0.298256 -0.0156698 0.32897 0.929947 1.15567 -0.0719412 -0.128053 -0.0697756 -0.0635869 0.301564 -0.305411 -0.243912 0.0325671
internal_count=361931 315733 230021 199788 93194 68802 28745 106594 105847 24392 85712 25881 8644 17237 1997 59831 3337 384 56494 1734 328 286 30233 17132 277 10875 632 2953 2727 1025
shrinkage=0.000980392


Tree=3536
num_leaves=31
num_cat=0
split_feature=728 1431 1001 1188 838 152 639 911 765 829 1190 352 997 354 635 914 426 326 637 705 356 357 707 1057 832 691 697 1452 7 79
split_gain=12.1844 14.6455 15.3648 16.4362 21.9697 21.8045 17.6666 16.6971 15.1958 15.1139 16.2247 15.497 14.5982 24.9226 21.2545 18.792 18.6231 19.784 27.6326 19.0367 20.5767 18.0985 17.4132 23.7949 21.358 18.34 19.0147 17.3214 18.7384 17.0242
threshold=1.0000000180025095e-35 1.0099929608726099 -1.1395296580871312 1.633571908596829 2.0251648413875682 -0.72688877092785975 0.42721408539040334 -1.3597845193883793 0.39883973263332806 -0.11891793338401514 -0.60705762952512721 -0.02776636791978793 1.8859961581257856 1.4538665454787782 -0.90310998112367791 1.172813238700195 0.86906712438610501 0.65872944223055041 -0.55405452338051375 0.71877107111157812 -1.2112597800440563 1.7420108019108442 -0.3592700731456584 1.0000000180025095e-35 -1.1313956253432249 0.038558806309539638 0.75515149468064757 -0.53775118337865913 -0.68057842489589759 1.8888659327948292
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -4 5 9 -7 -8 -6 -5 11 -11 -1 14 21 22 17 19 -19 -15 -21 -14 23 25 -24 29 -27 -25 -29 -16
right_child=-2 2 3 4 8 6 7 -9 -10 10 -12 -13 13 16 15 -17 -18 18 -20 20 -22 -23 24 27 -26 26 -28 28 -30 -31
leaf_value=0.00026274295176105273 -0.0014014402952242917 -0.011819337738192577 -0.0021248975757946469 -0.039485647310429722 0.10831912530895543 0.018806389575816269 0.090221643148490183 -0.035572888092885994 -0.012795967494077834 0.12190914070609871 -0.020411836974869285 -0.0177380315494081 -0.014473914733198376 -0.010630023969316966 0.0074165086012188651 -0.010704393965798692 0.045606011129952183 -0.018120495807910052 0.061110983129983643 -0.012014479341190902 0.044332837917191857 0.030678724723800472 0.035723673774316865 0.03799357533689704 -0.00087678663589964376 -0.015387425158643912 0.055764876366870865 0.034001340569179306 0.003867370558800173 0.052675531934892841
leaf_count=201790 109090 3002 33008 253 44 1065 21 175 20 27 105 27 1686 622 1950 1037 241 77 157 156 220 135 190 478 4338 743 44 349 790 91
internal_value=0 0.00337789 -0.0426359 -0.0295235 0.194116 0.139093 0.27468 -0.456801 1.47961 -0.400816 0.249227 1.35193 0.00999168 0.0832356 0.0491434 0.0850179 0.369257 0.243228 0.769741 0.0731379 0.472139 -0.210293 0.116334 0.212618 0.016752 0.0897317 -0.212019 0.422327 0.271908 0.194129
internal_count=361931 252841 37747 34745 1737 1673 1261 196 64 412 159 54 215094 13304 11831 10010 1473 1232 234 998 376 1821 8973 4445 4528 2828 787 1617 1139 2041
shrinkage=0.05


Tree=3537
num_leaves=31
num_cat=0
split_feature=785 1233 519 933 292 369 864 1325 1118 1188 81 1240 665 678 728 906 1452 1470 831 934 977 1191 1116 568 688 362 995 1452 46 395
split_gain=23.7098 18.6232 20.2798 25.524 26.1953 21.3777 24.1027 21.2146 21.6105 20.617 19.1819 19.4058 18.4848 24.0788 19.3042 25.6226 25.0626 30.7558 24.0509 23.1489 22.0096 22.1599 21.8437 23.3057 21.6241 21.1103 23.84 21.0894 20.7468 23.4128
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 0.68806224955729689 1.0179513283544732 1.0000000180025095e-35 1.0000000180025095e-35 -1.5169234499385997 0.68972656640075602 1.2584936291765791 -0.50199663031143005 0.82498411159110285 3.0858555402564884 1.6243751288565669 -0.49008176997875957 1.8332716930034685 0.79547082264194502 1.3024667090820021 2.0523937188146193 1.0000000180025095e-35 0.072945388424835347 -0.0041209809177506313 -0.90204418590670865 1.9447481035843104 2.9347282590847246 -0.60895679988028184 0.83183509205563833 2.2876274668186962 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 5 10 7 -7 -9 -5 11 -4 14 -14 16 18 19 20 28 -2 21 -18 23 -21 -17 -20 27 -27 -16 -30
right_child=1 -3 3 9 -6 6 -8 8 -10 -11 -12 -13 13 -15 15 24 17 -19 25 22 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=4.293435476242133e-05 4.849704799059245e-05 -7.1905034336023035e-05 -1.2369414729463026e-05 -5.2262511462827218e-05 -0.00013181945232434078 -0.00079603405583777032 -0.00015043364675803138 0.00021447637086386952 -0.0001129885140226883 -0.00057532047347799058 0.00029882392130771538 0.00056493478161540782 0.0001833294572127264 -0.00053913385512636069 -1.5884837613265103e-05 -0.00015209058961781122 8.6821003528020975e-05 0.00076500779773093551 -5.8740002824230463e-05 5.1416793504441642e-05 0.00022063264913689605 -0.00025826705442858627 -8.810758056070944e-05 0.0007929985071570149 0.00055537642184689292 5.0714585850221955e-05 0.00044154155090347664 0.00086250943291544873 -0.00012239288238277414 -3.0659943663376287e-05
leaf_count=29559 19349 43131 2120 3450 2026 139 1996 3671 1084 342 3823 263 3033 219 124067 14298 3040 294 2634 4223 3374 1307 18174 209 198 3182 1273 134 33791 37528
internal_value=0 -0.0217624 -0.0156819 0.0503516 0.0895784 0.123969 0.0438765 0.121974 0.142245 -0.101803 0.214526 0.0609251 -0.0214637 0.138083 -0.0238359 -0.0340538 0.0154215 0.125212 -0.0277648 -0.00754632 0.0979085 -0.00696797 -0.0569443 0.0937027 -0.140748 0.0972471 0.188253 0.0909499 -0.0331 -0.0686019
internal_count=361931 332372 289241 18914 15122 13096 6890 4894 4755 3792 6206 2383 270327 3252 267075 217105 49970 8015 202609 41955 7721 4347 22606 4432 14496 7223 4589 3316 195386 71319
shrinkage=0.000980392


Tree=3538
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 781 497 978 271 1298 1361 779 423 1451 21 735 958 1347 773 1383 43 1002 588 629 933 572 566 1331 773 423
split_gain=24.2432 30.2417 28.0855 31.8999 28.9208 23.6598 24.825 22.6745 21.8268 20.3013 31.5596 20.2785 21.5447 20.2325 20.2287 19.5953 21.1427 23.7461 21.6961 21.7133 21.1044 20.8489 34.9392 22.3246 20.6216 28.4037 22.6862 21.8908 20.8446 20.382
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.28191752204954684 1.7603402020327763 1.0000000180025095e-35 2.2841970610333457 2.8367450815413959 1.8295593016215455 1.0000000180025095e-35 1.0000000180025095e-35 3.2755819793892029 0.36969867185407429 0.75140231727557782 0.43301101584543472 2.2560756724538602 1.313041538630376 0.67705179624153933 -0.83074260431828117 -0.48440439011213404 2.2744972866152193 0.69854289147193727 1.0000000180025095e-35 -0.46691270935026097 2.2214874143667376 0.2731062046630845 2.3092846852194597 -0.27924351897541688 2.4808823008772145 -0.30309620381609387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 11 5 6 8 -7 9 10 14 12 -3 -2 -5 16 20 29 -19 -20 21 24 23 -23 26 -26 -4 28 -28 -18
right_child=1 2 15 4 -6 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 19 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-5.0919087192315696e-05 -0.00010065841398362148 7.2330347316586858e-06 -1.397652197579988e-05 3.2071256979881519e-05 0.00025129581805153386 -3.2521751251904248e-05 0.00036424412876567228 0.00071271726872758291 -0.00023569575558554364 0.00012958318725725485 0.00011414299491381238 0.00024286959268479842 -0.00010093713961280188 5.7463199378179685e-05 -0.00019393168084985148 0.00010405547915665441 0.00013325623557019792 -0.00093160342967054711 0.00069276688696353456 0.00016106709502639892 -0.00022487913143743601 0.00012131874555527062 -0.00025252709965286328 -9.1368403888658517e-05 -0.00024102351119654529 0.00010479787535337759 0.00042157561468079215 -2.1045659512456907e-05 -0.00051227347646497516 -9.9380697311510577e-05
leaf_count=96477 31623 37568 80468 4258 3390 14428 1447 184 1329 17207 8051 1509 12465 5215 4070 5054 3841 80 538 872 4072 3180 4800 8472 3588 1411 1261 1214 108 3751
internal_value=0 -0.00538369 0.0030744 0.0297332 0.0666648 0.0529437 0.0830434 -0.0229025 0.0714449 0.0812577 0.0235985 -0.0110566 -0.0188441 -0.0752969 -0.0812437 -0.0200178 -0.0263716 0.0785141 0.323896 0.376666 -0.0350326 -0.0299815 -0.100831 -0.0365267 -0.0159381 -0.146635 -0.0069158 0.182015 0.357861 0.0240037
internal_count=361931 265454 228616 105906 54364 50974 36362 14612 34915 33586 16379 51542 50033 36838 8328 122710 117656 9082 1490 1410 108574 104502 16452 11652 88050 4999 83051 2583 1369 7592
shrinkage=0.000980392


Tree=3539
num_leaves=31
num_cat=0
split_feature=785 728 784 921 859 647 590 727 982 1022 146 462 706 785 353 705 902 84 762 421 69 1016 346 1249 1040 759 834 678 677 983
split_gain=27.2368 21.6713 21.5332 20.9884 20.5641 19.5757 45.2799 18.5411 18.438 18.2718 20.3068 18.7901 24.7942 18.0073 20.014 18.7656 27.3517 23.2426 20.7627 18.3794 19.3091 17.9025 19.9174 20.0375 24.2573 19.712 19.5055 17.8612 17.9889 17.8452
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.7621802667917166 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.7353186015506989 2.9970139449733542 2.5458802938288509 0.67165941385979033 -0.17208775008344115 1.8402104591567701 -0.18926972874738129 1.3590060948902039 0.2722316014844372 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.1612684629536689 6.0948733974029876 1.0000000180025095e-35 -0.90337208679486714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 -4 -5 6 -3 -1 -6 10 11 21 -13 -11 15 17 -17 18 19 20 -15 22 23 24 26 27 -2 28 -26 -18
right_child=1 5 3 4 8 -7 -8 -9 -10 13 -12 12 -14 14 -16 16 29 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.3613001165698058e-05 -0.00032131223487538501 -5.5116211132708856e-05 9.3075320806182609e-06 0.0003973438185540102 0.00010962539158911088 -6.4423939591715064e-05 0.00038400173122366568 9.5372645361944069e-05 -0.00046062908140132247 -9.5191735984577472e-06 0.00028935061943829825 0.0013190630275974789 -0.00069702682869217695 0.00014277320693068299 0.0012221010786962931 8.7216741351404412e-06 0.0011712172324361571 -0.00098415487631165421 0.00039730262404520921 -0.00071645165304374267 -0.00034939405583099613 -2.3219454538454062e-05 -0.00018604778133587618 -0.00019724715761385689 -6.0676465734231454e-05 0.00074195128420357693 0.0010429284076665653 0.00077675071624831932 0.0001197265419394522 0.00040142051666560829
leaf_count=12551 2716 4821 34551 1153 6164 93730 1384 17008 278 98491 802 46 596 1372 66 822 143 110 542 259 576 45119 14567 6632 12788 210 80 102 3632 620
internal_value=0 -0.0222071 -0.0112028 0.0333026 0.134171 -0.0553924 0.0729645 0.0480626 0.0887233 -0.0220594 -0.0496639 -0.0537639 -0.542873 -0.00358365 0.133382 0.113814 0.2961 -0.000200151 0.0414901 -0.0655321 0.00151119 -0.0510576 -0.0973831 -0.0562682 -0.0181659 0.0139179 -0.2813 0.00355691 -0.00540879 0.570204
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 6442 190291 87290 86488 642 103001 4510 4444 1585 2859 2749 2207 1948 85846 40727 26160 19528 16732 2796 16522 16420 763
shrinkage=0.000980392


Tree=3540
num_leaves=31
num_cat=0
split_feature=785 728 1469 854 552 1158 1464 1452 834 2 1457 1452 1250 564 637 1313 491 1469 291 341 1042 635 40 1057 630 1389 982 1325 914 1440
split_gain=12.4222 13.7597 13.8785 13.3866 13.8044 13.766 13.9573 18.9523 18.332 22.3497 16.6445 17.3231 16.4667 15.8608 21.7963 17.404 17.5776 16.3073 16.3044 15.7143 16.1186 14.5888 14.1813 14.6191 14.1922 14.043 15.688 20.7345 13.8991 13.7871
threshold=-0.86283290253235112 -0.49008176997875957 -1.3460032622719822 -0.87473648844905705 -1.2153835112010161 3.8671289613288442 0.3050332745950638 1.1844650239005572 0.54830590487173059 2.4968408717045691 0.041329821661130785 2.1623186976286717 1.1912332212148562 -0.29709637400490962 -1.7238055669620371 -0.53657546075087714 -0.18086751469836423 1.8288086019146017 1.014063053218653 -0.6888464262984979 -0.62973631001070263 0.6272977314300564 0.49719699800575651 1.9724814359380793 0.40859292332877456 -1.2222057182510053 -0.95871029649916906 0.39578383748870066 -0.87692328398608244 3.4272944243925525
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 9 -5 11 12 -9 14 -10 18 -17 22 19 -15 -21 -11 23 -18 -25 -16 -27 -28 -13 -8
right_child=-2 2 3 5 -6 -7 29 10 13 21 -12 28 -14 15 25 16 17 -19 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.005197124217132588 -0.00047415994180754432 -0.057743535107994563 -0.03457195419386852 0.0045772703729319488 0.012104379991731737 -0.017425287017966858 0.0073203343922547907 -0.048632140991944711 0.05170648251862478 -0.010855573903106264 0.0023144029069741387 0.074298679735158787 0.014258277053121769 0.010144636490678824 0.027326134089584543 0.017007468291039395 -0.00015928584686938479 -0.055552498308371639 -0.053424095022184849 0.015960106730887214 -0.044332240516828061 -0.06901043314610128 0.038250729483812987 -0.067647813660515213 0.032392262782947656 -0.052080521056203526 -0.026306720183189622 0.0076916216362770771 -0.010990971903386645 -0.052089220644657201
leaf_count=3396 332372 51 83 11465 2423 442 6195 356 53 156 428 25 59 275 71 814 1117 71 119 70 208 87 94 82 21 182 715 304 141 56
internal_value=0 0.0382211 0.0543048 0.0564279 0.21172 0.0404547 0.0476873 0.0152488 0.0334142 0.0777707 -0.280585 -0.530163 -0.78261 -0.0909693 -0.292726 -0.000964049 0.090866 -0.0600445 -0.314753 -0.156557 -0.543374 -0.584681 -0.00673451 -0.0730718 -0.893161 -0.353693 -0.414249 -0.310647 0.0629708 0.137252
internal_count=361931 29559 26163 26112 2506 23606 23164 16913 15904 11708 1009 581 415 4196 1325 2871 2199 1385 672 553 278 243 1314 1220 103 1272 1201 1019 166 6251
shrinkage=0.05


Tree=3541
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 921 783 791 858 927 691 965 892 1247 428 556 355 813 1381 924 1252 978 633 234 675 7 1443 635 1374
split_gain=23.4803 18.2542 24.02 24.445 23.7739 29.393 28.0183 47.2522 28.0527 32.4177 26.8534 25.3446 22.8991 22.0819 27.7326 22.2716 22.8396 22.0507 21.0606 20.9801 20.7472 20.9419 22.5056 20.9351 20.8512 20.741 22.4481 20.684 20.6201 20.4737
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 0.29073615932568342 0.10980254379742337 1.0342428102238199 -0.29149962867897405 -0.99270919937965674 -1.1872183965669325 -0.45913340316272039 2.1641256470006294 -0.92523599040117721 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 1.3006397995630099 0.6795542379164512 1.593744732512876 -0.73395965499931781 -0.66177662735578835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 28 12 6 8 -8 18 11 -11 13 -2 15 -15 16 -10 -4 29 -12 -7 22 23 -22 -25 26 -17 -9 -3 -6
right_child=1 2 17 -5 5 20 7 27 9 10 19 -13 -14 14 -16 25 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.4532883802933344e-05 5.5275494741547252e-05 -0.0003097393260519759 -2.1190378459186969e-06 7.1177841429985664e-05 -9.9164248147703531e-05 -8.5306222114472647e-05 -3.1132604607471297e-06 0.00028655183275242877 0.00062118156996673435 6.266476718928379e-05 -0.00027013675067343588 -0.00013172316425339917 -3.2589395087478266e-05 7.6563703908517241e-05 -0.0004725366379400869 0.00014183273049748267 -0.00028767445107788953 0.00029435480540222308 0.00010157928619439763 0.0004019001365049251 -0.00033997593817885373 0.00085555114649189324 -0.0013475598119976897 -0.00039068905918291817 0.00017869769669746308 -0.00012923303103533947 -7.341049113723455e-05 -8.710818140122532e-05 -3.2941084640383388e-05 -3.0499465666312084e-05
leaf_count=29559 31913 1645 1790 9681 42244 79939 18652 4219 162 9918 258 10118 27270 1179 1414 11255 2248 2608 3837 1808 897 171 73 505 3679 2331 3395 840 5794 52529
internal_value=0 -0.0198904 0.039396 0.00290957 -0.0250823 -0.0358682 -0.0189299 0.0518842 -0.0319842 0.0181665 0.117051 -0.0240361 0.0153404 0.0181597 -0.219717 0.0417312 -0.209232 0.177259 -0.053842 0.334556 -0.0761838 0.0742764 0.0435954 0.0628717 0.125789 0.0664985 0.0985672 0.233798 -0.0899842 -0.0613468
internal_count=361931 332372 21518 17120 310854 251671 166407 23711 142696 44086 11984 32102 59183 21984 2593 19391 2410 4398 98610 2066 85264 5325 5154 5081 4184 16981 14650 5059 7439 94773
shrinkage=0.000980392


Tree=3542
num_leaves=31
num_cat=0
split_feature=43 487 914 1047 808 1256 950 779 1313 73 883 582 980 1469 933 842 498 1254 488 413 1244 1390 1183 767 1458 1118 710 1174 966 317
split_gain=12.1606 14.5338 18.1076 21.7571 18.8058 17.9608 22.2284 17.8619 17.7581 17.3209 18.9004 16.3342 18.0011 17.6727 18.3877 19.9219 22.0343 21.1871 20.5291 18.9538 18.6671 19.4857 18.4471 17.0253 16.3729 16.2521 15.8971 19.3851 15.7967 18.1744
threshold=1.0000000180025095e-35 1.3945268872588026 -1.4363491908327737 -0.70639572150517305 1.0000000180025095e-35 0.41037103657710366 1.3752983480487111 0.086867735468569171 2.33100765509344 -1.0000000180025095e-35 1.0000000180025095e-35 2.1384355827858248 2.1450479526517499 -1.3538714453306848 0.68806224955729689 0.81718047712893249 -0.68246147891583853 -0.22998809239314613 -0.90575716408781137 0.11097016705274608 1.2531319552181122 1.0817850441346624 2.2572348655480705 -1.203015597764252 1.9740088896168135 -0.085133590855181615 -0.67492258758175916 0.86363737467455426 0.2921844333722764 1.0150762236662954
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 28 6 -5 -6 -9 10 -10 -1 13 -13 15 16 20 18 -18 -17 23 26 -20 -15 25 -16 -22 -28 29 -4
right_child=-2 2 4 5 7 -7 -8 8 9 -11 -12 12 -14 14 24 19 17 -19 22 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00052767470817622383 -0.0017536201887284393 -0.0040667753394368674 0.0042847396492705419 0.039432953140459581 -0.00390484021230178 -0.00029541776251757167 0.14712301943924511 -0.016646762322949645 -0.028276085280823267 -0.04039986414307415 0.13292520575395006 0.05352400992895931 -0.022079265521888828 -0.022345819896116486 -0.023479007539069272 -0.02033813716632556 0.025953406089365739 0.0039711238783680597 -0.011231653534251582 -0.00015950690857616004 -0.0021393656531302455 -0.050965458336551764 0.04430201901868254 0.01135777124194229 0.022614703982747723 -0.0054795125454853658 0.081599897389795326 -0.044853346453321265 -0.0065436567383444005 -0.01467257906841425
leaf_count=246544 74777 572 7749 248 6891 154 28 4217 25 41 28 53 603 259 1138 1149 210 3807 3371 1153 50 37 81 1740 132 1395 121 20 4363 975
internal_value=0 0.00127415 -0.057632 0.277869 -0.0715238 0.669977 1.02979 -0.155855 -0.304298 0.861391 1.67482 0.00587288 -0.0642503 -0.0489302 -0.054206 -0.0170112 0.027002 -0.0289747 -0.156107 -0.203037 0.227056 0.81116 -0.199078 0.152767 -0.220187 -0.26484 1.03047 1.37218 -0.0117495 0.0489901
internal_count=361931 287154 25291 1002 24289 430 276 11202 4311 94 53 261863 15319 14716 14663 11998 9696 7469 3662 2302 2227 228 3452 1999 2665 2533 191 141 13087 8724
shrinkage=0.05


Tree=3543
num_leaves=31
num_cat=0
split_feature=50 56 1470 582 896 1188 89 759 17 138 445 413 429 1048 1448 1331 898 1318 1327 1459 1178 1466 181 1466 1252 838 1308 487 703 281
split_gain=12.242 21.5068 16.657 16.2171 17.4878 23.8371 16.3258 15.9593 19.5059 21.7791 20.2217 16.8928 17.885 15.8615 15.8473 18.1662 19.1642 16.9868 16.9736 21.6292 15.9782 15.6241 15.5915 15.4566 15.8428 15.4206 21.2083 15.3794 15.2728 15.1259
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.0844420916666788 0.13351389361957308 0.77421534435549644 -0.12737122010548954 -0.68535982931771111 0.082362510055224838 0.21098066372094548 -0.54128920011621195 0.14726092428129073 -0.04030570974798494 0.6353235220582325 -1.1530348467039975 -0.073809695637476025 0.49743073782142011 -1.0488552218506111 0.23176722910246306 -0.19467617432788356 -0.50116749133827321 2.2763907064872897 4.0855004897734855 0.29321934873014976 -0.66315129960136387 -0.81962985989024151 0.63103079391464312 -0.2417150861379844 -1.6826210453188928 0.71427172706347386
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 22 5 -5 23 -6 11 10 -10 -9 -13 -8 15 16 17 20 19 25 -1 -21 -4 -7 -25 26 -16 -19 -3 -20
right_child=-2 28 3 4 7 6 13 8 9 -11 -12 12 -14 -15 18 -17 -18 27 29 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.037733440293752807 0.00033131973419546501 -0.0094040556169136258 -0.0043764790020431451 0.0019443527632100584 -0.024841513961821701 0.046860565213745362 -0.013734756600628435 -0.023559645101881011 -0.005492284837472064 -0.012006587858279169 0.047671779139135263 0.033095266416448589 -0.023275006041384397 0.048947102389287664 0.021762259004439791 -0.0093186579491835366 -0.03747466333336235 0.027102343664157091 -0.018842024656752488 -0.0054644832209160034 -0.052731474757841769 0.049271122008691437 -0.043901990725055053 0.061776724135941263 -0.039485909363589825 0.025669579090358382 -0.046901826225433887 0.069315341031047625 0.00022525582986130635 0.013056634641558063
leaf_count=37 197382 3093 63224 2648 615 360 227 647 154 317 327 206 154 69 110 270 75 266 960 1568 60 50 489 25 63 697 96 143 87364 235
internal_value=0 -0.0213839 -0.0602453 -0.0741875 0.0472282 0.155361 0.5028 -0.119194 -0.00877391 0.280444 0.601123 -0.236517 0.197962 0.0532661 0.069207 0.340439 0.538948 0.656836 0.00409555 0.102985 -0.192391 -0.0614153 -0.0902185 0.748368 -0.107411 0.360597 -0.146678 0.82988 -0.000280118 -0.233101
internal_count=361931 164549 74092 69525 5812 3392 744 2420 1805 798 481 1007 360 296 4567 851 581 506 3716 2521 97 1618 63713 448 88 903 206 409 90457 1195
shrinkage=0.05


Tree=3544
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 938 803 1452 1470 1182 704 1469 666 609 1052 791 712 1149 896 923 353 564 813 759 789 689 689 508 620
split_gain=27.5451 19.3952 24.7745 26.5105 24.3324 29.9823 27.1255 27.3779 23.0014 39.6252 23.3766 29.1028 23.2485 22.8997 38.0473 22.7168 24.7249 35.0635 23.7847 23.0191 23.7162 23.099 22.4675 33.6828 22.0598 21.9563 21.794 26.625 25.7983 23.4592
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 0.4926003403048807 0.84122639276026845 -0.58508475642836089 -1.3107275758329808 1.6911153983873026 0.45873907618427312 1.6285028476148826 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 3.070608018023568 0.13351389361957308 -0.86449023226567734 1.7080988603044525 -0.84605277249859834 0.44561103650162237 0.46683225090780039 1.1248358748350926 0.72022076402865742 -0.4288425582216272 0.93928964529742032 0.88084169889549835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 25 8 6 7 15 26 12 11 -11 24 -9 -15 16 18 -18 19 -6 -21 -22 -19 -24 -10 -4 27 -2 29 -29
right_child=1 2 3 -5 5 -7 -8 13 9 10 -12 -13 -14 14 -16 -17 17 22 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=4.9281860997671628e-05 -7.2210510398275945e-05 -4.4930123785991431e-05 0.00024654511534465584 -1.1778963875150313e-06 -8.941824775845618e-07 -7.5888860488410617e-05 -6.5728417059514465e-05 2.539318429047625e-05 1.5568343553570745e-05 0.0012038849913481211 0.00072479200814034857 -0.00014212157026413964 -0.00076077049422684643 0.00035398799745596266 -0.00052372235040256613 -0.00017182822354511285 -6.1051690113839076e-05 -7.2392972792939146e-05 0.00022120760604301036 -0.00030170247991890772 -4.4455035002542748e-05 -0.00030695506891708653 0.00019599781786106392 -1.630968347890961e-05 0.00023640832522034999 -5.9145880863349022e-05 -0.00011542071782246923 5.0262118969152795e-05 0.00019111079668628455 -0.00016064453116373272
leaf_count=29559 12265 9447 5244 5700 42662 85264 53095 3905 9013 82 668 393 267 2432 230 5155 11739 3552 1542 2419 22249 1681 11021 4725 2616 1127 8709 17046 4770 3354
internal_value=0 -0.0204289 0.040668 0.100623 -0.0257821 -0.0366949 -0.0195833 -0.000721672 0.0151127 0.096041 0.479508 0.112115 0.0576204 0.133209 0.282867 -0.0101487 -0.0033574 0.0506867 -0.0268694 -0.0338165 -0.0868305 -0.0655869 0.103308 0.134824 0.0690287 0.192898 -0.00963479 0.013289 0.055491 0.0176188
internal_count=361931 332372 21518 12071 310854 251671 166407 113312 59183 13039 1143 475 11896 6567 2662 106745 101590 31037 70553 69011 26349 23930 19298 15746 11629 6371 46144 37435 25170 20400
shrinkage=0.000980392


Tree=3545
num_leaves=31
num_cat=0
split_feature=888 759 972 1312 1465 1452 314 1446 1325 9 53 83 283 1011 698 1450 1091 1315 707 81 628 156 565 81 1407 416 560 76 594 424
split_gain=12.2243 14.2402 18.2661 14.9715 15.2378 21.1185 23.7508 21.2571 19.3078 18.7474 18.614 17.6256 23.2101 16.9587 16.9612 16.5115 22.1711 17.9806 17.7664 17.2897 15.993 17.0429 17.3331 18.066 17.2874 20.2557 21.2594 18.6065 16.8314 16.6171
threshold=1.0000000180025095e-35 2.1361056549418347 -1.2246888809177121 2.4790968777744884 -0.63899185147665427 -0.76841635434299438 2.1970050309813387 1.0000000180025095e-35 0.51207002477463726 0.63290940782402583 3.9553318676998672 -0.72616839249260867 0.58354322963814431 -0.44652962571832033 -0.18728440806851018 -0.33386868244407664 1.0000000180025095e-35 1.31316470837217 1.8652903247062413 -0.66454143783471264 2.2262810358521508 0.44429134961166844 3.2840482159958255 -0.54843800388951081 1.9153824501137493 -1.4948860896490075 -1.2199774245756172 -1.5332498632040739 1.4146009324522777 1.6560194996783666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 10 -2 13 11 15 12 -8 14 -9 -7 -17 19 -19 -18 21 22 24 -24 25 26 -6 -26 -23 -22
right_child=1 2 -4 -5 20 6 9 8 -10 -11 -12 -13 -14 -15 -16 16 17 18 -20 -21 29 28 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-4.3062550164002375e-06 -0.009418280857343744 -0.032031422800313909 0.015917542599633162 -0.019555428413874296 0.01520153882989813 -0.018105004920523481 0.033388749849247439 -0.034332406351191343 -0.0083197594909583533 -0.029952743692816093 0.093953337497187595 0.016315103424285157 0.17307483390245126 0.036526906171714828 0.023574804290812934 -0.016533322879071371 -0.012057879325271111 -0.035610623674446604 0.089134742294358846 0.01048812764799296 -0.024364152689369204 -0.0049798858960024492 -0.019541622642404478 0.12666045030255554 0.068881282751661319 0.0031000487864071107 -0.023676812719873042 -0.015273000340596296 -0.038124561844488453 0.04915212874103065
leaf_count=315733 1227 223 1291 1262 478 4280 77 163 367 152 30 376 32 510 182 3158 1008 408 27 1905 915 6452 25 28 36 18588 1204 1382 342 70
internal_value=0 -0.0459734 0.213756 -0.0544769 -0.0473532 -0.125741 -0.183279 0.0823031 0.287778 0.352046 -0.215382 0.604141 1.63053 0.483439 0.0314839 -0.222198 -0.131384 0.00979314 -0.559178 0.0783035 -0.015558 -0.00552895 0.0267776 1.41647 0.0230678 0.0418068 -0.277708 -0.252062 -0.130132 -0.382186
internal_count=361931 46198 1514 44684 43422 13902 11453 2449 1222 637 10816 485 109 855 345 10786 6506 3348 435 2913 29520 28535 21741 53 21688 20270 1682 1418 6794 985
shrinkage=0.05


Tree=3546
num_leaves=31
num_cat=0
split_feature=785 519 728 869 660 21 650 588 575 852 126 906 1249 355 1450 138 219 487 1004 635 941 813 484 635 1452 1470 1459 759 554 646
split_gain=26.6168 18.4689 24.716 29.8642 26.5602 25.065 23.8884 23.8835 23.479 23.4172 23.3868 26.9165 22.831 22.0952 21.5166 25.1752 22.494 20.7 23.3437 21.0125 20.6799 21.2447 22.1227 20.6526 20.4481 37.5389 26.3687 23.5763 23.0544 21.2626
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 1.6923072129381651 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 0.70880289725806289 -0.12598777323505009 1.8362446977621718 -0.45913340316272039 -0.68105566923231198 -0.44390300095582519 0.26753349875916671 0.055091597408409507 2.17808977339492 2.0610481147698709 1.9607587081991176 3.0233829522501328 -0.80856081684158221 -0.73395965499931781 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623 0.99988622835687535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 9 -6 24 8 23 -4 11 20 -8 -9 16 -16 -12 -11 19 -19 21 -7 -23 -3 29 27 -27 28 -26 -2
right_child=1 7 3 -5 5 10 12 13 -10 17 14 -13 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=4.6799637721071829e-05 -5.235060507106639e-05 -0.0003093764784333107 -1.9017644441804443e-05 -7.6983175799891996e-05 0.00023429856251096776 -4.2525988444105987e-05 0.00017514364090301921 -4.1034273777009478e-06 6.8462955470708056e-05 2.9241085677405176e-05 2.5263770527742673e-05 -0.00010491404657456187 -0.00042191482638568347 0.00029272640718356187 -8.8978336539370266e-05 9.1198760985832322e-05 -0.00024631915653704071 0.00015546273673859739 -0.00035703067379886494 0.00048776463698505483 0.00017009428202877737 -0.00077790276695673263 0.00047174874969244991 -3.2412627679954515e-05 -7.9017349162661219e-05 0.00052428198277526831 -4.1828844266329299e-05 0.00020004459294941317 0.00033221400044634999 7.1910573869585025e-05
leaf_count=29559 33051 1645 24706 85264 2028 47283 5803 1790 9681 10924 3230 44747 422 2608 5039 15572 2897 5557 412 950 2353 88 621 5794 6762 1277 531 2508 622 8207
internal_value=0 -0.0217177 -0.0269341 -0.0379211 -0.0208581 -0.039069 0.0142641 0.0379067 0.00155088 0.0271941 -0.0431645 -0.0617691 0.146306 0.175424 0.0147882 0.0490403 -0.104384 0.0874467 0.186208 0.217853 -0.0255365 -0.036932 0.345319 -0.0894581 -0.0014729 0.0789872 0.366295 0.0249015 -0.0398319 -0.026214
internal_count=361931 332372 310854 251671 166407 123858 59183 21518 17120 42549 121830 95092 6225 4398 26738 20611 6127 17843 6919 6507 50345 47992 709 7439 52958 11700 1808 9892 7384 41258
shrinkage=0.000980392


Tree=3547
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 938 803 1452 1470 1465 1052 791 712 804 761 564 813 896 353 774 923 866 1469 666 609 782 355 759 689
split_gain=25.2606 21.1883 25.9102 24.3374 22.7879 30.3745 26.9872 27.6387 23.6759 42.3445 24.1255 23.1509 24.7839 36.7421 24.0329 24.7597 23.1676 33.6981 23.1027 25.7864 23.4295 23.2087 39.3737 22.9992 22.9007 37.2492 22.1217 21.8813 21.7139 21.69
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 0.4926003403048807 0.84122639276026845 0.28325886342528439 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 2.2521318533151415 0.78094674152139754 -0.84605277249859834 0.44561103650162237 0.13351389361957308 1.7080988603044525 0.99662224155260482 -0.86449023226567734 0.5880156106821478 1.6911153983873026 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 -0.45913340316272039 0.46683225090780039 0.72022076402865742
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 6 7 11 29 23 -11 12 14 -14 18 -16 -15 26 21 20 -20 22 -6 28 -9 -26 -18 -4 -10 -2
right_child=1 2 27 -5 5 -7 -8 24 9 10 -12 -13 13 16 15 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.3575336382503682e-05 8.2847486812602495e-06 -8.822403427715902e-05 4.962354886659971e-06 7.0722986635124842e-05 -5.8120680992289624e-05 -7.8792259535331161e-05 -6.8147161187388384e-05 2.3398993977865993e-05 1.1462209107790883e-05 0.00056119303933318957 -0.00067945968128769975 -0.00017585241253690454 -6.6062212424034721e-05 -7.6244361746802364e-05 -4.1071897678016211e-05 0.00029278944597732381 0.00033810892097510352 -1.7160697256458159e-05 -3.5074794066910882e-05 -0.00034826560956123959 -0.00020725626601989257 -2.7343168480740897e-05 0.00033238828251995923 -0.000760524930965153 0.00035111851739912651 -0.00051712049835376942 0.00013293246045699482 0.00029997144553423402 0.00023045348292440618 -0.00011971553703543412
leaf_count=29559 37435 7439 1790 9681 2682 85264 53095 3905 9013 1045 98 5155 11739 3552 1882 1892 3217 4725 18194 1721 5020 36909 2253 267 2432 230 7804 2608 2616 8709
internal_value=0 -0.0232817 0.040544 0.00266229 -0.0288719 -0.0394263 -0.0222123 -0.0034069 0.0106708 0.092754 0.489119 -0.0128703 -0.00601499 0.0480596 -0.0295422 0.132789 0.101948 0.133963 -0.0404485 -0.0955942 -0.0747129 -0.00751312 0.135506 0.0530648 0.131123 0.280771 0.199058 0.183565 0.0644065 -0.0144033
internal_count=361931 332372 21518 17120 310854 251671 166407 113312 59183 13039 1143 106745 101590 31037 70553 3774 19298 15746 66779 24935 23214 41844 4935 11896 6567 2662 11021 4398 11629 46144
shrinkage=0.000980392


Tree=3548
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 781 497 978 691 1168 1451 779 423 221 760 348 498 1314 971 738 225 1453 1381 696 701 666 854 797 794 710
split_gain=24.1824 30.6329 27.5778 30.6221 26.916 24.0684 23.8205 21.4697 21.1485 24.9753 20.927 20.4721 20.6761 19.9242 25.3901 20.752 21.5711 19.7683 19.5329 22.4827 21.8999 22.1286 20.6692 21.3622 20.4125 19.3351 19.4156 65.6337 26.9497 26.7031
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.29476615584548899 1.7603402020327763 1.0000000180025095e-35 2.2841970610333457 2.8367450815413959 0.34291078408764419 1.4187720419083558 0.75140231727557782 3.2755819793892029 0.36969867185407429 -0.028897178501681522 0.14141735701834809 0.48821368866553033 -0.1259191107215088 -0.63398465305558782 -0.33987089599926784 1.0000000180025095e-35 -0.59056569541295367 1.2904438997469929 1.4957253429421413 1.1538550379591352 -0.70088930592378107 3.1569310267559065 -0.87473648844905705 0.63961785378869596 2.2041218380651819 1.7745879959826432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 10 3 11 5 6 8 -7 9 13 -2 12 17 14 15 -5 -17 -3 20 24 21 -1 23 -21 -20 26 27 -4 29 -28
right_child=1 2 25 4 -6 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 19 22 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-4.4655760468296928e-05 -0.00010245825928773947 -8.5784364608804592e-05 -7.8645550950677594e-05 3.88700018460411e-05 0.00024427879435136697 -3.4443492253665979e-05 0.00035867985282058763 0.00069670561454999048 -3.4272027537700303e-05 -0.00020578369487772702 5.8285569361351179e-05 0.0002432308876102343 -9.878288121542526e-05 0.00017853690164415804 -0.00015143678049864007 0.00044193101693656034 0.00010059621108737371 3.3921883638442673e-05 -8.3559129316125805e-05 -0.00021385878696339729 -0.00011881642847210908 0.00022115541515571987 0.00022614507453057466 0.00010811225077528129 6.7943862463915562e-05 0.00018481967148038754 -5.4769836254440651e-05 0.00025062571533118343 7.7962250954322396e-05 7.7391702362008876e-05
leaf_count=17501 31623 9498 6827 8602 3356 14267 1437 182 7570 1410 5215 1521 12585 11186 2316 1340 2177 28459 8647 7722 37858 1701 1141 1633 20274 1836 92958 4352 9232 7505
internal_value=0 -0.00639558 0.00211745 0.0285278 0.0650613 0.0517887 0.0822468 -0.0251209 0.0708348 0.0990892 -0.0767025 -0.0110323 -0.0187986 0.113565 0.0590685 0.0990836 0.238602 0.0067438 -0.0528677 -0.00815239 -0.0833445 -0.0154601 -0.11571 -0.156687 0.0278283 -0.0207552 -0.0245317 0.0610477 -0.0339724 -0.0449435
internal_count=361931 265454 228616 105906 53843 50487 36038 14449 34601 27031 36838 52063 50542 25621 14435 12119 3517 37957 96477 39417 57060 19202 10496 9355 28921 122710 120874 11179 109695 100463
shrinkage=0.000980392


Tree=3549
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 781 497 691 1168 978 1451 779 423 1314 1065 221 760 357 971 738 225 1453 1381 696 1298 1223 833 854 797 794
split_gain=25.8683 30.6718 27.4327 30.5232 27.4513 24.6113 23.4762 21.5289 24.8462 21.2356 21.0909 20.048 21.8104 19.8381 19.8286 22.5635 20.7108 20.4855 19.8278 22.8853 22.1558 22.5207 20.6695 21.5628 20.0623 24.723 21.9636 19.7527 66.9002 24.3719
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.29476615584548899 1.7603402020327763 1.0000000180025095e-35 2.2841970610333457 0.34291078408764419 1.4187720419083558 2.8367450815413959 0.75140231727557782 3.2755819793892029 0.36969867185407429 -0.63398465305558782 0.53317830391623378 -0.028897178501681522 0.14141735701834809 1.3019219719168842 -0.33987089599926784 1.0000000180025095e-35 -0.59056569541295367 1.2904438997469929 1.4957253429421413 1.1538550379591352 1.0000000180025095e-35 1.0000000180025095e-35 -0.080220610403502937 -0.87473648844905705 0.63961785378869596 2.2041218380651819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 10 3 11 5 6 7 8 14 -7 -2 12 13 -3 15 16 -5 -17 20 24 21 -1 23 -21 25 -20 -26 28 -4 -29
right_child=1 2 27 4 -6 9 -8 -9 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 19 22 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-4.6992842096082488e-05 -0.00010325616152981574 -8.585813646832559e-05 -7.5300083137097549e-05 5.3171545341887414e-05 0.00024501193745521724 -3.6197427086606585e-05 0.00035604072971960973 -3.575077550382541e-05 -0.0002051881853392091 0.00069085465398720388 5.7995476594569958e-05 0.00023960598341312946 -0.00010151955609215461 3.3964813450940262e-05 0.00021606359261259342 0.00020318044921652633 -0.00020219848526365638 -9.765805985616544e-05 -0.00027105780386528982 -0.00021671089410035496 -0.00012141039427209463 0.00022091964033618978 0.00022298704101610556 0.00010641788870674053 2.4622635096635739e-05 8.4428987670620608e-06 0.00022478261567653276 -4.0302229463019611e-05 0.00025566249117863691 7.4884509198898063e-05
leaf_count=17501 31623 9498 6898 9302 3356 14267 1437 7570 1410 182 5215 1521 12585 28459 6119 7126 1826 1248 5525 7722 37858 1701 1141 1633 11823 7342 4231 102114 4368 9330
internal_value=0 -0.00716068 0.00135219 0.027676 0.0641306 0.0507334 0.0815187 0.0702063 0.0986967 -0.0269781 -0.0774434 -0.0117851 -0.0194656 0.00675538 0.113126 0.0785102 0.0125 0.163172 -0.0551669 -0.0101677 -0.0858269 -0.0176357 -0.118523 -0.159432 0.026098 -0.0607881 0.079016 -0.0214385 0.064484 -0.0308189
internal_count=361931 265454 228616 105906 53843 50487 36038 34601 27031 14449 36838 52063 50542 37957 25621 19502 11128 8374 96477 39417 57060 19202 10496 9355 28921 12867 16054 122710 11266 111444
shrinkage=0.000980392


Tree=3550
num_leaves=31
num_cat=0
split_feature=785 728 784 921 859 43 647 590 1022 1016 346 1249 1040 759 834 567 982 913 85 1179 1189 155 1233 289 760 218 144 1190 1469 1470
split_gain=22.3223 19.2452 21.6212 20.4511 20.6934 19.5798 21.1447 46.0506 18.8066 20.0316 19.9746 20.9654 25.5867 19.5269 19.2352 18.5245 18.2609 18.2573 19.0852 18.2057 17.8587 19.9641 19.9299 21.3039 22.3613 22.1327 20.8771 18.5202 18.245 18.0522
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.98545034728205338 2.2744972866152193 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.1612684629536689 -1.7658299547505127 1.7621802667917166 -1.0282579537198486 -1.3274107148674466 -1.2524426706612906 -1.0096337021262032 0.85791629766231614 1.0000000180025095e-35 1.3266054900639306 0.56698261104829062 0.24185896085775976 0.22657576777179941 1.9128709319737138 -1.3381350792132791 2.8478188800061011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 -5 6 7 -3 9 10 11 12 14 15 -2 -14 -6 18 19 -11 21 29 23 28 -25 -26 -24 -23 -22 -8
right_child=1 5 3 4 16 -7 20 -9 -10 17 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 22 27 26 24 25 -27 -28 -29 -30 -31
leaf_value=4.0572099519794814e-05 -0.00032618048468717508 -4.3874247189038675e-05 8.9924342541112498e-06 0.00039597404112180908 0.00010741773982794953 -0.00026889378913330317 7.2063110241220142e-05 0.00040308183056974282 -3.9627668911669856e-06 0.00093188395051259593 -0.0001872778976880053 -0.0002016708924100059 -0.00073049506678067382 0.00073625392621526678 0.0010218069787074539 1.2006323366929101e-05 -0.00045978700517400757 -5.5913949513656704e-06 -0.00019178499597035528 2.3845531819495739e-05 0.00065764080447008758 -0.00024260286227090116 -9.6630098878888436e-05 -0.00026646604011492194 -0.00018152741371076927 0.00057447321409851055 -0.00037669332695534051 0.00074143424078186723 -4.6952605575733114e-05 0.0015926290055154229
leaf_count=29559 2759 4660 34551 1153 6164 4157 10437 1349 103001 127 14802 6707 366 210 83 16440 278 39942 5248 606 145 2546 6155 5040 649 404 3594 161 60591 47
internal_value=0 -0.0222708 -0.0119088 0.0326661 0.132174 -0.0535421 -0.0475413 0.0872129 -0.0227818 -0.0507654 -0.0993518 -0.0585254 -0.0199483 0.012759 -0.287334 0.00261205 0.0865951 -0.022102 -0.145167 0.210433 -0.058445 0.0325797 -0.0731816 -0.0594774 -0.203591 0.147732 -0.2001 -0.188788 -0.0451832 0.0811946
internal_count=361931 332372 232437 42146 7595 99935 95778 6009 190291 87290 41367 26565 19858 17016 2842 16806 6442 45923 5981 733 89769 13191 76578 66829 6093 1053 9749 2707 60736 10484
shrinkage=0.000980392


Tree=3551
num_leaves=31
num_cat=0
split_feature=890 407 795 660 208 705 706 728 645 920 1467 50 971 738 225 1381 696 1453 701 296 630 565 4 841 87 1080 653 771 217 362
split_gain=12.7642 20.9535 20.817 26.2337 22.1511 23.0349 22.5775 20.3176 22.9095 23.607 19.9119 25.3768 19.6436 21.7204 21.3926 21.3076 21.7232 20.5454 19.7404 19.095 19.5775 19.0237 19.0112 24.2785 19.0069 20.235 18.783 24.0692 18.725 20.7836
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 -0.72421686037558375 0.22742018399418559 1.3312226153848179 1.6587694671337185 -0.49008176997875957 0.66777575187080795 -0.83967173534858641 -0.12062852467941906 1.4829784501753427 -0.33987089599926784 1.0000000180025095e-35 -0.59056569541295367 1.4957253429421413 1.1538550379591352 1.2904438997469929 -0.70088930592378107 -1.2890119138274743 1.5622455038659673 1.4663693057618854 -0.52140956521547943 -0.99024594510213471 -0.2842971246972309 2.2092738772757108 1.4216543509230546 -0.8008569187346295 1.40265621936286 -0.11143422265741294
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 7 5 6 24 8 -3 -10 -6 -12 14 18 17 16 -15 19 -14 20 -1 22 -18 -24 26 -26 -5 -28 -21 -30
right_child=1 2 -4 4 10 -7 -8 -9 9 -11 11 -13 13 15 -16 -17 21 -19 -20 28 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.022180065826484449 -0.0028345348967303763 -0.0083933456129605798 -0.0005493165246860561 0.0013872991763382268 0.00033121865481860042 0.0087220247839685846 0.010130623013995376 0.0056579929788688303 -0.038708338567868907 0.010616598328462894 -0.0089816594149322772 0.015168575859519171 -0.0031715952618973837 -0.0099000056968444293 -0.0050297318738322331 0.013063838431225862 -0.018510140125364154 0.011894700669256656 0.0044852177882488044 -0.003413577341531126 -0.039007181540860136 0.055421364512869324 -0.02204578914082627 0.024451324772862146 -0.0024864879201075586 0.016085136834795 -0.012416893514510028 0.015940559775969556 -0.0027334796200044055 0.032225390004583757
leaf_count=757 36838 2812 122710 21073 10916 5127 3336 24552 123 1522 7945 542 8647 7722 37858 1141 484 1701 20274 15556 116 112 305 732 24574 670 518 2196 588 484
internal_value=0 0.00191537 0.00896945 0.0320281 0.00956463 0.031224 0.0170604 0.0876715 -0.0443894 0.145607 -0.0588353 -0.143427 -0.0320809 0.0130944 -0.062874 -0.0935508 -0.135486 0.00466415 0.0486772 -0.0246094 0.32408 0.135856 0.0542868 0.256716 0.00528582 -0.0383224 0.0501396 0.22524 -0.0450917 0.274795
internal_count=361931 265454 228616 105906 76897 57494 52367 29009 4457 1645 19403 8487 96477 39417 57060 10496 9355 19202 28921 17501 873 1633 1521 1037 49031 25244 23787 2714 16628 1072
shrinkage=0.05


Tree=3552
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 781 497 978 691 1168 1451 779 423 1455 1292 1229 482 1465 660 899 241 142 499 1041 829 357 196 1314 1381 1043
split_gain=25.218 27.3907 24.1176 30.9217 29.1914 24.3142 23.2104 21.1918 21.0151 24.7505 20.5534 20.3407 20.8087 19.7395 27.0327 25.8223 22.7484 23.7548 22.5193 22.1311 24.6934 20.959 20.6741 20.6005 21.4497 19.643 22.0171 19.5618 18.9456 18.9045
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.29476615584548899 1.7603402020327763 1.0000000180025095e-35 2.2841970610333457 2.8367450815413959 0.34291078408764419 1.4187720419083558 0.75140231727557782 3.2755819793892029 0.36969867185407429 0.40822562400327617 1.0000000180025095e-35 1.0000000180025095e-35 -0.29418823804247007 0.56487967955244278 2.2546142313779782 -1.5570975892808641 1.0000000180025095e-35 -1.0849432130270127 2.8034404627290765 4.0741605880446778 2.9556418118343015 1.8048806347671242 0.72502857612549287 -0.63398465305558782 0.48060706234723699 2.2657374470110114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 10 3 11 5 6 8 -7 9 25 -2 12 27 14 15 18 -16 -18 -1 20 28 -19 -21 24 -15 26 -5 -3 -20 -28
right_child=1 2 -4 4 -6 7 -8 -9 -10 -11 -12 -13 -14 23 16 -17 17 21 19 22 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00032572172540145007 -9.8414577407619571e-05 -8.7382368082210326e-05 -1.9240038817554689e-05 0.0001639496769459746 0.00024973283295593113 -3.7152886389321831e-05 0.00035324041226901819 0.00068895050028022547 -3.5997961013801599e-05 -0.00020645900667960434 6.0915286849286866e-05 0.00024016454204129842 -0.00010119708679495661 1.212501309520741e-05 3.2014431758035563e-05 -9.2123954475940666e-05 -0.00011513643472786234 0.00049048161106391363 0.0012883107757589048 -0.00013222926065220328 -0.0007076689635017087 1.0180056370457949e-05 0.0024368315633644601 0.0013341631738195379 -0.00066481884743046225 -6.7140885937444958e-05 -1.97043107069756e-05 3.1666315711338404e-05 0.0043887609599362522 0.00080754375651715359
leaf_count=12370 31623 9498 122710 17886 3356 14267 1437 182 7570 1410 5215 1521 12585 22141 15831 16237 23717 469 59 895 71 4158 22 64 404 2699 4912 28459 39 124
internal_value=0 -0.00627965 0.00176394 0.0264541 0.0631553 0.0493295 0.0799368 -0.0279506 0.0686936 0.0968551 -0.0727998 -0.0132902 -0.021029 -0.0537204 -0.0759886 -0.151791 -0.0421689 -0.0838643 -0.289059 0.25185 1.50968 0.0672375 0.00500275 0.00807586 0.0040682 0.111265 0.131743 0.00459226 2.45602 0.00223602
internal_count=361931 265454 228616 105906 53843 50487 36038 14449 34601 27031 36838 52063 50542 96477 73868 29693 44175 28344 13456 1086 169 4627 917 22609 22545 25621 22922 37957 98 5036
shrinkage=0.000980392


Tree=3553
num_leaves=31
num_cat=0
split_feature=728 557 1156 945 189 1184 221 975 565 75 363 828 827 1461 633 207 976 494 1107 11 77 15 635 6 843 846 1110 93 561 274
split_gain=12.8151 14.9689 20.5572 20.3563 19.1064 19.0186 22.6785 20.0861 19.6789 18.1034 17.7597 17.397 17.7286 17.3868 18.4046 17.616 24.7448 28.4834 21.6731 18.7585 18.1068 21.6888 17.3424 17.2883 17.2237 17.0657 17.0561 27.4037 20.5553 17.9266
threshold=1.0000000180025095e-35 -0.35952260062872804 1.0000000180025095e-35 1.9181452473571214 2.7059755265676442 -0.2510219794577862 1.2256758924896201 2.4804658154111228 -1.7460632237109694 3.8834849792475468 1.1233432674607082 -1.1208251296841454 1.1582846054606628 4.3587965850032591 0.62744228848757266 -0.029151171244656309 0.13853047511470504 1.1003635647589403 -0.24266403754526381 -0.72316377538516841 1.761906972484778 1.9016026118134437 1.2595977600377835 2.1700102224353928 -1.7313823924879139 -0.010059900948446365 -0.42574520883146083 1.0000000180025095e-35 -0.61137432308715178 1.8488344453992587
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 24 23 6 8 13 -3 10 -10 12 -6 15 22 16 -7 -18 -19 -17 -21 -22 -15 -1 -4 -20 28 -28 -26 -29
right_child=-2 5 3 -5 11 7 -8 -9 9 -11 -12 -13 -14 14 -16 19 17 18 25 20 21 -23 -24 -25 26 -27 27 29 -30 -31
leaf_value=0.00043621239335858838 -0.0014679289935103312 0.028693538765598093 -0.017003774434796996 -0.020652975948507735 -0.0070065836188574031 -0.0017645630219423111 0.0050436119987051914 -0.013941931185775898 -0.0010892986126649967 -0.048220322777861452 -0.00847724170842948 -0.02530578713916672 0.086730538171588711 0.028985014374373952 -0.0071661566500403956 -0.0020280387299765612 0.0052829465189994365 -0.02517698987518115 0.0086703496580410582 0.003679953699261369 0.016867153262169084 -0.045449924340451406 -0.011839656019736623 -0.0094245877940974214 0.0099876864957920593 -0.016897011330652158 0.00098430513213774128 -0.012205145030144466 -0.0023821199518886237 0.01058565125890859
leaf_count=72861 109090 405 1475 1208 148 28400 6733 1136 44611 133 5925 1073 49 673 329 7471 15627 778 837 36637 1602 64 140 2681 2472 553 5450 6327 6614 429
internal_value=0 0.00283559 -0.0197864 -0.0819128 -0.00160299 0.0165755 -0.0169076 0.0355336 -0.0346848 -0.0381209 -0.0360325 -0.357057 0.423032 0.0388736 0.292387 0.0352504 0.00429585 0.0717895 -0.173836 0.0657451 0.0845156 0.292107 0.450757 0.00221536 -0.0669931 -0.0153997 -0.0509956 -0.109347 0.0274868 -0.208767
internal_count=361931 252841 100787 23975 76812 152054 57807 94247 51074 50669 50536 1270 197 93111 1142 91969 46195 17795 2168 45774 38303 1666 813 75542 22767 1390 21292 12206 9086 6756
shrinkage=0.05


Tree=3554
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 588 507 126 575 1022 395 140 651 924 841 1252 1116 689 1443 727 575 583 725 978 1443 830 86 1317 695
split_gain=38.408 27.6536 29.2287 37.9247 32.6942 52.7171 28.4926 28.0769 27.005 26.721 25.4475 25.3484 24.7016 23.6939 23.6692 23.5799 23.5244 23.2331 22.99 22.7905 22.677 22.2913 27.6709 25.906 22.2811 22.1826 24.8262 22.9375 22.7437 21.9895
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.71188872395471614 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 2.6552641023399333 1.0000000180025095e-35 -0.38614692990375338 1.1107569744011787 1.8999064755685127 1.2259052867616704 2.4192096387169548 -1.2265353045382643 -1.1110989058077336 1.593744732512876 1.0000000180025095e-35 0.68932268642900596 -0.55326332990463356 -1.7381742991555973 2.6375975511520715 1.593744732512876 0.90765045146119727 1.4051290313271714 1.4042709669772029 -0.33888244088082226
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 7 4 8 25 9 29 10 -3 11 -4 -12 21 -5 18 24 -17 -13 -7 -1 22 23 -9 -16 26 27 28 -6 -2
right_child=1 6 3 14 5 19 -8 13 -10 -11 12 15 -14 -15 16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.638620741101042e-05 -4.8977422834195929e-05 -9.328746418575181e-05 -0.00013553604812627392 -0.00010449216753868174 -3.6789311881361919e-05 0.00029209654630572537 0.00018683702514769935 -0.00059130107682292424 -9.7763016855666676e-06 7.2706570409300554e-05 0.0006730952522360134 9.4317269057921584e-05 6.528010387289142e-06 -0.00018226218662124554 5.044112001202333e-05 -0.00096163054394451063 0.00088679072951287062 -0.00017273947915531659 -5.3457969000700283e-05 -9.814484661784728e-05 0.00010362033040780314 0.00050555828379969514 1.0994665108275228e-05 0.00029037487741912481 -0.0013449281170077655 -0.00017217288579423381 0.0001629346513682619 -0.00039477609918902082 0.00034269789181861086 5.4289638682398413e-05
leaf_count=12551 34595 7439 33669 79939 8870 4219 4398 157 62084 9681 372 5691 658 1168 5081 279 171 3934 36009 840 17008 661 5321 3224 73 3931 4136 906 809 14057
internal_value=0 -0.0314395 -0.0377899 -0.0496692 -0.0304998 0.0456445 0.0412281 0.0068568 -0.0445244 0.00161358 -0.0747546 -0.0803573 0.25463 0.106281 -0.0951202 -0.0480625 0.0648066 -0.21603 -0.0319327 0.236834 0.0516214 0.141833 0.11251 0.257382 0.0323649 -0.0122597 0.0248935 -0.0341115 -0.00448319 -0.0175261
internal_count=361931 332372 310854 251671 166407 23711 21518 59183 142696 17120 80612 79582 1030 10531 85264 45913 5325 4213 41700 5059 29559 9363 8702 3381 5154 18652 14721 10585 9679 48652
shrinkage=0.000980392


Tree=3555
num_leaves=31
num_cat=0
split_feature=677 602 635 1466 1253 770 784 127 1469 637 779 908 789 813 634 671 1469 837 283 1049 708 636 209 1450 1117 429 346 1055 1051 1105
split_gain=12.6301 30.6779 25.4334 22.1289 21.4117 20.6061 24.0339 20.8421 24.0616 19.9119 19.8347 19.0522 18.9451 21.0114 22.6158 20.1901 21.4544 19.6618 20.1171 20.0963 23.7975 19.1673 18.9402 21.8208 22.2273 18.8585 19.0853 20.6156 18.8298 18.6727
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.1568354703102179 0.57156622312866312 -1.8690356409415576 1.022720353864724 0.9594655836162902 2.8600949020724227 -1.0234077568651669 1.4620140955111447 -0.68865396939181767 -0.38971204113033403 1.1248358748350926 0.44561103650162237 -0.93163384423048357 0.66766422009387627 -1.3184646215665221 -0.41327257855636063 1.6994934799482602 -0.4044072427894923 -0.050906435409592971 -0.025846948504580362 0.044935527467222611 0.066312680824437698 -0.49396508377096582 1.1766966030975687 -0.89270695967123292 -0.12916731773881562 0.59841126312166726 0.97955944037908071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 -4 6 7 -6 -9 11 -1 -8 -2 15 -15 17 -17 18 -14 -20 22 -22 23 24 -21 29 -27 28 -28 -16
right_child=12 3 4 -5 5 -7 9 8 -10 -11 -12 -13 13 14 25 16 -18 -19 19 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0022101461421331599 0.0007812654034290668 -0.00064755497820135092 -0.026548675427075497 0.0040722117645558857 -0.002399125232763847 -0.0082296651883139796 -0.0033326342628769812 0.013659548914232844 -0.035515422639511095 -0.015201320617247173 -0.020355623836640746 0.0093129471874527081 0.0013191804648667788 -0.016613780108450216 0.00023284832411430315 0.021648544108000267 -0.0098696938087395741 -0.0054017994905829134 -0.0032661935311845262 -0.016304932821324673 0.042200486961323475 0.14455145811826872 -0.043713772094575429 -0.034765041544578261 0.12424069973401491 0.065717845873014533 0.038331128974375864 -0.015926117953840847 -0.0084085098344744303 0.021027311905444823
leaf_count=2946 161589 74715 1111 15105 49207 10125 2981 209 1000 987 5881 6064 6572 712 3869 222 7845 9059 206 33 51 41 52 39 46 78 309 178 124 575
internal_value=0 -0.0221284 -0.0655353 0.00424844 -0.052674 -0.0479627 -0.0291855 -0.0560152 -0.453882 0.0813463 -0.260793 0.113987 0.00622127 -0.046788 0.0659736 -0.0793284 -0.173806 -0.0312386 0.0556993 0.552514 0.975148 1.85821 0.385467 0.934145 1.6357 0.110257 0.416527 0.292375 0.516724 0.056902
internal_count=361931 170331 80511 89820 71684 70573 60448 50416 1209 10032 8827 9045 191600 30011 5845 24166 8067 16099 7040 468 262 92 170 118 79 5133 689 611 433 4444
shrinkage=0.05


Tree=3556
num_leaves=31
num_cat=0
split_feature=785 21 885 1467 831 296 17 907 194 1443 1229 902 21 703 1455 1449 1467 539 991 652 93 1327 277 1255 690 352 671 1466 1457 274
split_gain=12.6528 13.5537 19.3954 20.8829 19.6771 25.7205 21.3764 19.8813 21.8804 25.3773 27.5391 19.2329 19.0079 18.8162 21.9999 34.5586 20.1066 20.6834 18.7698 20.4311 26.2622 26.16 24.7717 18.6871 18.5683 21.8073 18.4657 18.462 19.0321 21.7041
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 3.2089320700182484 0.76727020933387458 -1.251299761249842 3.0115631371393565 -0.89587670966412791 1.5271592296785539 1.593744732512876 0.68842730247739281 2.3766417013069066 4.5933813388752975 -0.142542076094995 0.80851755981579754 -0.4886477565438177 2.2092991213461084 1.6593606958601528 0.92095852375103993 -0.55024281929118113 2.2033920140100518 -0.90399163353218193 0.27733925251223751 -1.1743366471263805 0.78603984170680197 0.17545367042448343 1.6550864193358736 2.4649257724753331 1.9381496379694476 2.8859663429474725
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 24 4 6 -6 7 -4 -9 10 -10 -12 26 16 -15 27 -2 -18 19 20 -7 -21 -23 -20 -3 -26 -5 28 29 -16
right_child=1 2 3 12 5 18 -8 8 9 -11 11 -13 -14 14 15 -17 17 -19 23 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00192291764078775 -0.001857313260417479 -0.0015010066273945324 0.0025582284949971388 0.011737894005218703 -0.031178352270524529 0.0074245264768079099 -0.029689928829651518 -0.0021697392476585104 0.0098624821881297398 -0.019041591898023211 -0.0022300208953884289 -0.061403452320419771 0.050442424069916947 0.0012994701597776265 -0.017688616986194325 0.013505639553954066 0.01245302646019898 -0.034187830314984395 -0.021685486745495919 -0.014014799375735921 -0.021367430024930578 0.0027416420264143137 -0.0097505185084901334 0.0094719423735232615 -0.0090285385733351996 4.1640446025316908e-05 -0.021937412218971358 0.023722944458209438 0.015313444058881312 0.063890731083993971
leaf_count=29559 41149 82183 17586 1612 325 6634 443 85958 4520 592 2198 59 113 40898 1471 4588 2247 124 300 1935 401 10360 2652 5226 11611 6468 188 212 284 35
internal_value=0 -0.00970291 -0.0185011 -0.00223252 -0.00574329 0.0458447 -0.0198424 -0.0180895 -0.0316425 0.0734537 0.104806 -0.07393 0.214127 0.0165119 0.0487506 0.167594 -0.0230129 0.191442 0.0524616 0.0230516 0.117025 -0.0247789 0.00920851 0.163457 -0.0455974 -0.117813 0.159642 -0.0902671 -0.178176 -0.300261
internal_count=361931 332372 241364 141102 139189 27833 111356 110913 93327 7369 6777 2257 1913 91008 47488 6590 43520 2371 27508 21982 7035 14947 13012 5526 100262 18079 1800 2002 1790 1506
shrinkage=0.05


Tree=3557
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 921 783 791 858 691 927 507 355 892 1247 428 556 557 689 590 120 579 760 858 813 695 1381 150 382
split_gain=25.2317 21.1767 24.8277 24.1111 23.4159 30.454 25.3512 44.6509 23.9728 30.6735 25.7418 25.7084 23.3523 21.9882 21.9742 27.7943 22.273 22.0424 21.4915 21.1205 22.0879 22.4828 22.1931 21.7538 21.0943 20.9586 20.7187 20.6785 20.4949 22.0351
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 0.29073615932568342 1.0483613175537825 0.65809631222906606 -0.45913340316272039 1.0342428102238199 -0.29149962867897405 -1.0211593192430943 -1.1872183965669325 -0.82454127623603324 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.35315847874617967 1.0825608069246189 2.1641256470006294 -0.33888244088082226 -0.92523599040117721 1.6306675032564555 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 12 6 8 -8 25 10 14 -11 26 -4 16 -16 17 -10 -19 20 22 -22 -14 -24 -9 -6 -2 -13 29 -5
right_child=1 2 13 28 5 -7 7 24 9 11 -12 27 19 -15 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.4235884071638127e-05 -4.114834299850222e-05 -8.6266778005821283e-05 2.2369948221636137e-06 0.0001401654122175734 -6.0464072320660862e-05 -7.8238228907170188e-05 -7.5485625839879533e-06 0.00026692985748303727 0.00060218425979967143 5.533286525357888e-05 -0.00013698152653543854 -0.00027832740730854858 0.00010559511514416351 0.00029807807648407462 7.3078627732032811e-05 -0.00047599257340560485 5.965882487075291e-05 -0.00081145655092665977 -0.00015469916993823116 -0.00014328802984223487 4.1036784839220081e-05 -0.00061994962567170906 0.00013167648302564775 0.00053954504318904782 -0.00016152180895231142 0.00010075638829677735 5.9395769915931007e-05 0.00038787487029151823 0.00038924841424418873 -6.6978883859934347e-05
leaf_count=29559 34595 7439 1790 4726 94773 85264 18652 4493 157 9918 10118 258 5619 2608 1179 1414 17158 644 1432 1511 849 350 1023 1179 566 3837 14057 1808 774 4181
internal_value=0 -0.0225265 0.0412763 0.00421761 -0.0281129 -0.0388106 -0.0215808 0.0457191 -0.033989 0.0123066 -0.0287087 0.108345 0.0119542 0.181338 0.0137864 -0.223231 0.0372808 -0.225913 -0.314818 0.1028 0.140151 -0.132938 0.181104 0.357162 0.22259 -0.0541909 -0.0103746 0.320882 0.073347 0.0440579
internal_count=361931 332372 21518 17120 310854 251671 166407 23711 142696 44086 32102 11984 59183 4398 21984 2593 19391 2233 2076 10531 9020 1199 7821 2202 5059 98610 48652 2066 9681 8907
shrinkage=0.000980392


Tree=3558
num_leaves=31
num_cat=0
split_feature=1097 407 1470 785 1455 1468 1454 1463 1462 1467 44 632 1449 1454 713 1361 553 317 1467 1453 51 1183 629 705 491 21 1449 1437 1460 1452
split_gain=31.7447 34.2812 30.5505 26.333 23.4336 31.079 21.9508 44.3089 28.4609 27.3311 23.7684 23.7112 23.3359 26.2441 21.8821 21.6272 22.4518 21.6098 21.5887 21.109 20.3151 23.0289 22.5794 21.1558 21.1648 20.8259 38.1447 28.2028 24.5898 31.626
threshold=-0.64966988391888181 -1.2965003005540392 -1.1535394197080833 -0.86283290253235112 1.3141790966806519 1.2465044061975814 -0.91909735138557946 -0.37812388882570003 1.1880714473397529 -0.22023664855122008 1.0000000180025095e-35 0.13264944672935547 -0.14300729941145557 -1.0058734782676975 1.0000000180025095e-35 1.0000000180025095e-35 -0.43668820604038611 1.0000000180025095e-35 3.8567296589757825 1.2041679343814773 1.8613588887694643 -1.3023217500698403 0.14235281755131171 1.4811233430041424 2.2600692575953598 0.62211875780133752 0.57283334291142962 3.5253024523165304 2.3001073513155119 2.7354867739359667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 -1 14 15 -6 7 8 9 12 -11 -9 13 -5 -3 19 -17 -2 -18 -4 23 22 -22 25 -25 -8 28 -28 -27 -30
right_child=1 3 4 6 5 -7 20 11 -10 10 -12 -13 -14 -15 -16 16 18 -19 -20 -21 21 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=5.3405921950688632e-05 -2.0363577116482077e-05 -0.00015704737003634822 -0.00015832645676697055 -4.3962066041015054e-05 0.00011287610293712124 -0.0002540823660696455 4.2083521836744018e-06 -0.0002893839109333293 -0.0014933464065122486 -0.00019654618704788545 0.00035903247935250779 0.00014386192978675541 0.00013600820390130187 0.00078152904506816685 9.0494394365792549e-05 -5.0867502764656434e-06 -0.00010336926906074836 -0.00015159449395428634 0.00050259233143370996 7.0538989812309272e-05 0.0010665616110702943 -0.00019458002238369 -0.00061609622763705027 8.1820617206465352e-05 0.00064109624799477008 -8.5635803909376828e-05 9.435285086292674e-05 -0.00070076989492334893 0.00016441808228186971 -0.00078906882967214281
leaf_count=12067 14610 1891 36991 220 6681 1467 113295 1621 57 865 694 1091 644 889 20455 25319 35196 16739 259 2734 146 4978 66 6538 264 44406 8600 199 2780 169
internal_value=0 -0.00802031 -0.0567731 0.00105878 -0.0715251 0.0476097 -0.00768015 0.125772 0.287757 0.31023 0.0805685 -0.103397 0.482518 0.654508 0.0720511 -0.0834925 -0.0579058 -0.0878989 -0.0993127 -0.140085 -0.0120324 -0.163582 0.600676 -0.00836978 0.110617 -0.0133451 -0.047768 0.0783522 -0.0737937 0.114524
internal_count=361931 241217 120714 209868 108647 8148 187522 6081 3369 3312 1559 2712 1753 1109 22346 100499 60774 31349 35455 39725 181441 5190 212 176251 6802 169449 56154 8799 47355 2949
shrinkage=0.000980392


Tree=3559
num_leaves=31
num_cat=0
split_feature=1430 1160 809 1169 271 1200 621 20 974 471 901 382 693 618 838 784 363 1384 1456 490 1262 704 1113 207 414 4 969 500 292 971
split_gain=12.9448 25.9229 17.1582 16.5377 17.5445 17.8778 18.4941 18.088 18.8782 17.0855 19.6174 17.7023 19.097 17.6595 20.763 19.7701 18.1378 17.4529 17.3937 17.3443 17.0204 19.0756 17.8838 17.8203 18.5051 18.4207 16.6617 23.6471 18.2771 21.134
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.48044600209562588 1.4046420712405217 1.0000000180025095e-35 -1.4742053016752201 3.5051997066402465 0.3633515289570291 -0.93081268283970298 -0.42502728988366717 1.5342173587309684 1.1127535338294541 -1.4147875658213491 -1.5767484496791389 -0.90362276233551631 1.0814918599229595 0.91328997148940883 1.9815654246374563 -0.84545995236745131 -0.19476735305023476 2.8936660703641635 1.5189223002939258 0.69993948025962904 -0.00488533418861319 0.85568855317734938 -0.77824019562235702 2.2060410262164987 -1.4450656435440339 -1.3375317590234068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 7 -7 -6 -9 10 -3 13 -13 14 -11 16 26 20 -12 -20 22 23 -16 -22 -25 -26 -15 28 -28 -30
right_child=-2 3 -4 -5 5 6 -8 8 -10 11 18 12 -14 15 17 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0045880439927870158 0.00031612259925441942 -0.011649313291948111 -0.00032653107097021389 -0.0024883883350185383 -0.013245109566752261 0.043280816699713544 -0.00024016635669836043 -0.0051112366577213617 0.12666275569937469 0.061812800037469445 -0.00085381481925670972 -0.0052254233527396238 0.013151395897041094 -0.0021980793664130712 -0.020498290763408353 0.0027225601003699404 -0.0094202653626626817 0.011741378793470003 -0.034292594918943015 0.043013832456247771 -0.0092174833648577311 0.079337437652224119 0.058852675259318754 -0.0094394572258110366 0.036324869442433537 0.16107147195660226 -0.036364108274687078 -0.043455806916833262 0.096143105062153469 0.015647491047001708
leaf_count=55595 197825 2767 22218 27453 3249 141 1541 42 23 67 3898 5455 711 1029 1629 30721 632 771 50 196 1350 30 42 155 130 26 101 105 35 3944
internal_value=0 -0.0224088 -0.0615956 0.00244491 0.0218923 -0.122733 0.0782514 -0.236276 1.02594 0.0321149 -0.079959 0.0458695 -0.0606916 0.0626975 -0.0932265 0.075982 0.192861 -0.116559 0.0258514 0.591527 -0.192067 -0.0130018 -0.367619 -0.057488 0.48115 1.03678 0.231788 0.286278 0.308383 0.327807
internal_count=361931 164106 77813 86293 58840 4996 1682 3314 65 53844 6911 46933 6166 40767 4200 36567 5846 4133 4144 246 3362 1691 1671 1661 311 156 5214 4185 4080 3979
shrinkage=0.05


Tree=3560
num_leaves=31
num_cat=0
split_feature=785 519 588 728 869 938 803 575 650 1249 1052 791 712 1149 896 923 353 476 564 813 490 666 609 782 848 355 470 1452 1470 1459
split_gain=21.6067 20.9339 25.4935 25.1825 29.9337 26.6366 27.5841 23.8443 23.8101 22.9954 22.9919 24.8794 34.3124 23.7579 23.2339 24.1666 22.5707 22.4193 26.842 23.3109 22.4744 22.3614 38.0461 21.9349 24.5412 21.8669 21.661 21.3253 39.0168 26.7732
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.6923072129381651 1.8362446977621718 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 3.070608018023568 0.13351389361957308 -0.86449023226567734 1.7080988603044525 1.1361236590950645 -0.84605277249859834 0.44561103650162237 1.5123577048319501 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 2.0537800658793866 -0.45913340316272039 1.0000000180025095e-35 0.4926003403048807 0.39181275121601528 -0.15184483386147815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 8 5 6 10 -3 27 -10 11 13 26 14 -5 -16 -17 18 -14 23 -21 -8 -23 24 -20 -4 -13 -2 -29 -30
right_child=1 2 25 4 -6 -7 21 -9 9 -11 -12 12 17 -15 15 16 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=4.0577812985417628e-05 -2.5663328392538638e-05 -8.539877393709075e-05 5.5003467259742595e-06 -2.1654386337969859e-06 -7.6989560880462833e-05 -6.6461555771390131e-05 2.575730159445557e-05 7.1978278392113555e-05 0.00017558195392817724 -0.0004233666255617684 -0.00017401908130388957 -0.00018179007722894162 -7.3540209742398299e-05 0.00021952130444141373 -0.00030511516596970365 -4.6123663529436289e-05 -0.00030561226885076546 -0.00017946384619293025 0.0003686665993526094 5.278865774752391e-05 -0.00069366063251563234 0.00035125522361024748 -0.00052559603324564552 0.00014316133062105201 -0.0016343594794928265 0.00030041363510266016 3.0835517552387271e-05 2.5612582081035327e-05 0.00053333349067334493 -3.7183674721869216e-05
leaf_count=29559 41258 7439 1790 42662 85264 53095 3905 9681 5803 422 5155 5942 3452 1542 2419 22249 1681 1301 3031 3757 221 2432 230 7507 29 2608 5797 9892 1277 531
internal_value=0 -0.0212283 0.0422287 -0.0267847 -0.0378782 -0.0207911 -0.00211199 0.00463157 0.0147978 0.146622 -0.0115671 -0.00473614 0.0494461 -0.028305 -0.035243 -0.0884719 -0.0670303 0.10147 0.121027 0.157348 0.0185193 0.132256 0.280074 0.210141 0.358608 0.184081 -0.0622331 -0.00091268 0.081258 0.374216
internal_count=361931 332372 21518 310854 251671 166407 113312 17120 59183 6225 106745 101590 31037 70553 69011 26349 23930 19298 17997 14545 3978 6567 2662 10567 3060 4398 11739 52958 11700 1808
shrinkage=0.000980392


Tree=3561
num_leaves=31
num_cat=0
split_feature=1078 785 1464 21 50 1257 1382 1154 1190 699 430 912 144 428 553 62 1298 845 1455 41 14 423 145 906 89 1280 361 1043 1304 291
split_gain=12.4747 14.6832 14.483 16.0819 15.6023 20.0207 19.7304 18.8756 19.4482 20.0585 18.8006 18.3189 17.5332 17.4216 21.0762 16.842 16.8961 16.5446 16.4446 18.8815 15.7342 18.7803 16.6327 15.6241 15.4015 18.1163 14.8445 14.6531 14.6308 14.3774
threshold=1.0000000180025095e-35 -0.86283290253235112 0.64223275086548759 3.0805194032280743 1.0000000180025095e-35 -0.1304687064883682 -1.0633151355461965 1.0000000180025095e-35 -0.81221995488609477 1.2694511539559674 1.2122364471752116 -0.33583112700434153 -0.2445571404729186 1.3361363265845838 -0.38224242062538794 -0.37712515092315846 1.0000000180025095e-35 0.081531951449639053 -0.15930086585587508 -0.59291050780678145 0.035586933561165116 1.6045234131755415 2.1239096547628176 2.1502107243067585 -0.29503155024014011 0.61486437178943043 -1.1785691634993227 -0.92714311571021446 1.0000000180025095e-35 -0.057939112235840327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 12 18 15 9 17 11 24 -6 -14 -15 23 28 -9 19 -7 22 -22 -13 27 25 -1 -12 -8 -17 -18
right_child=-2 -3 -4 -5 5 6 7 8 -10 -11 26 20 13 14 -16 16 29 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0065005200696283769 -0.0018422398154520172 -0.00022641315759166505 0.0082644490283497966 -0.033905388878159574 0.0064062299643846288 0.029972438557261744 -0.038864623359676442 -0.01725348701601425 0.021339094522766503 -0.077431523667173055 0.044927594635500834 6.1744239824842599e-05 -0.004848236849774052 0.0056578170986143613 -0.067253785239336145 0.029996253774310373 -0.0091723478471963122 0.027807716825005092 0.0095138963640557985 -0.053545001422227817 0.013042195258713356 -0.026301048232691998 -0.057116004313585461 0.10568420458872128 -0.016654586475060133 -0.032400504218537206 -0.016284064050925341 0.022035535073454973 -0.013723145814779304 0.019644616126922101
leaf_count=1045 71586 265584 4689 165 1894 41 61 244 2436 42 50 3707 1887 83 125 101 331 206 160 167 2252 161 76 21 1247 195 1261 517 899 698
internal_value=0 0.000727337 0.0522503 0.0267235 0.0322959 0.0945635 0.178362 0.212591 0.343592 -0.080477 -0.0293833 0.00766792 -0.0236182 -0.161382 -0.776585 0.0822215 -0.0123167 0.0706401 -0.308961 -0.73328 0.0706447 0.20961 -0.0176144 0.403821 -0.156102 0.0202944 -0.278015 0.331212 -0.19509 0.203619
internal_count=361931 290345 24761 20072 19907 9913 5924 5556 2928 492 9994 8683 3989 2095 208 2628 2029 450 368 208 6196 2413 3783 599 2487 1240 1311 578 1000 1029
shrinkage=0.05


Tree=3562
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 921 783 791 858 927 691 650 1249 836 892 1247 428 355 556 557 813 1381 1374 732 1452 1470 1459 759 554
split_gain=19.8831 19.5554 24.868 24.4527 23.9245 28.1439 24.8377 43.8126 24.0362 31.3653 26.1693 25.0669 22.2113 22.5029 22.0057 22.2221 29.0283 23.1249 21.8995 21.2327 21.8515 20.8262 20.6531 20.4675 20.6661 20.41 37.6844 26.2682 23.3839 22.9322
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 0.29073615932568342 1.6923072129381651 1.8362446977621718 2.4283205456421384 1.0342428102238199 -0.29149962867897405 -1.0211593192430943 -0.45913340316272039 -1.1872183965669325 -0.82454127623603324 2.1641256470006294 -0.92523599040117721 -0.66177662735578835 3.2946899365908435 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 12 6 8 -8 21 11 -11 14 25 -14 15 17 -17 19 -4 -10 -21 23 -12 24 -6 -2 28 -28 29 -27
right_child=1 2 18 -5 5 -7 7 -9 9 10 22 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=4.2385265762005008e-05 -2.1272536897387848e-05 -8.4046466986853363e-05 5.8101789010638327e-06 7.5482134042345616e-05 -8.8938918764009298e-05 -7.1243450330631206e-05 -2.815735383752727e-06 0.00022115999642702925 0.00058875538984888977 6.1183819004365913e-05 -0.00027078063823050879 -0.00013119772202424399 0.00017434482445356176 -0.00041940798304385119 0.0021629729060543526 7.9650826491744643e-05 -0.0004833959985820124 6.1880689593514585e-05 0.00030120613100074919 -0.00082225579474610501 -0.00015608391971604096 0.00010543249019511372 0.00039660239541417739 -2.5829130365753436e-05 -0.00057573790716718501 -7.4549427065410332e-05 0.00052952449250409617 -3.6317778203105781e-05 0.00020382669265213882 0.00033597079584412118
leaf_count=29559 41258 7439 1790 9681 41643 85264 18652 5059 156 9918 258 10118 5803 422 21 1178 1410 17146 2608 643 1430 3837 1808 52529 601 6762 1277 531 2508 622
internal_value=0 -0.0169383 0.0444479 0.00727792 -0.022322 -0.0331569 -0.0165681 0.0501605 -0.0288764 0.0175771 0.114895 -0.0239813 0.0182674 0.145715 0.0180117 0.0154537 -0.223756 0.0391106 0.184675 -0.230437 -0.317869 -0.049142 0.329732 -0.056619 -0.096466 0.00306259 0.0835575 0.371794 0.0292846 -0.0352932
internal_count=361931 332372 21518 17120 310854 251671 166407 23711 142696 44086 11984 32102 59183 6225 21984 21963 2588 19375 4398 2229 2073 98610 2066 94773 42244 52958 11700 1808 9892 7384
shrinkage=0.000980392


Tree=3563
num_leaves=31
num_cat=0
split_feature=1431 1470 1449 667 486 21 224 1458 695 1048 1185 272 639 982 631 276 432 13 1390 1451 1449 1468 605 1381 418 359 1109 1237 657 1324
split_gain=12.3948 16.2164 21.1622 20.3747 19.1402 18.2596 18.3197 20.2065 19.1339 18.0174 22.1937 22.4795 21.8609 18.6846 20.3533 17.455 17.4528 20.1417 19.5641 24.5893 17.1646 23.1048 19.6831 26.3745 19.9849 21.4161 18.7204 18.6087 20.5727 19.8688
threshold=1.0000000180025095e-35 -1.1417127449306028 -0.59874495545244111 2.8959165655566772 2.1013337753263408 0.43301101584543472 0.34920585003128685 6.0491432314832272 0.30440418685459353 1.2976510255905909 -0.65299895589529933 1.0000000180025095e-35 2.3040010183882997 2.9259986913243421 -0.66360947894348477 -0.92126897928949669 0.23020939179192454 1.3896774617143637 1.2335079627055607 -0.090383894447727778 2.5214482292721478 2.8970362673674974 1.0000000180025095e-35 0.76790468893070052 1.5860807182902523 0.17031886047380324 1.3067298630604605 1.0000000180025095e-35 -0.80522708219444705 -1.1561869674322274
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 15 6 7 8 -4 13 11 -11 16 20 -15 -2 18 -18 -12 -20 22 -22 23 -3 25 27 -25 28 29 -24
right_child=1 3 5 -5 -6 -7 -8 -9 -10 10 12 -13 -14 14 -16 -17 17 -19 19 -21 21 -23 24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00024650469332680573 -0.0054545744377797814 -0.0016665024414169957 0.0020315429231736628 -0.019764371289038157 -0.021762758704412074 -0.0089399526677873004 -0.0064643412356368531 -0.047900147444664677 0.016262453540017232 -0.0066905846482382672 -0.006598426375136972 -0.024765684030425106 -0.041444927491801592 -0.0088240828150549077 0.026429657052928573 0.015130772262416829 0.0067604268403410744 0.055652713581031021 0.031606122117556333 -0.014186848138861089 0.011435979946847863 -0.027645417802762324 0.020879631006496792 -0.0068030913301943474 -0.0097117337305516142 -0.0021931659682206026 -0.025981702439527257 -0.003536445374568794 0.0071369624327102038 -0.0089160789052858038
leaf_count=222373 737 51520 4009 1983 241 2467 2587 85 1744 3050 4349 2005 245 420 759 3038 1248 128 429 280 2295 205 559 12278 3340 15187 1008 5138 15538 2686
internal_value=0 -0.0240588 0.0478942 -0.0339801 0.190087 -0.00617211 0.0468647 0.115033 0.132152 -0.0311553 -0.122474 -0.253599 -0.0355918 -0.021195 0.295094 0.230449 -0.0120738 0.237607 -0.0734982 0.292861 -0.0245025 0.161626 -0.0297198 -0.0569407 0.012335 0.0266549 -0.163961 0.0747223 0.108774 -0.0901814
internal_count=361931 139558 14908 124650 4016 10892 8425 5838 5753 122667 11734 5055 6679 110933 1179 3775 6434 1376 5058 709 109754 2500 107254 64806 42448 39108 13286 23921 18783 3245
shrinkage=0.05


Tree=3564
num_leaves=31
num_cat=0
split_feature=728 1020 1100 83 691 641 795 784 489 125 188 1234 763 490 1001 1331 816 892 622 411 921 859 24 432 0 355 1397 769 1453 1183
split_gain=23.0946 21.0318 19.472 21.5746 20.4009 20.0686 19.2875 26.6485 24.8264 22.2631 22.5819 26.9237 21.2814 20.8082 21.8192 21.1289 20.0922 19.8855 24.7563 18.6264 18.5808 18.4882 18.0018 17.8032 17.7814 17.6264 17.5752 17.5712 17.2342 17.1688
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.6293515030253838 -1.1590745627182073 2.2690240148833634 0.8423242745550269 -0.29258408639884992 0.9594655836162902 -1.1505828196359797 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.52207353676747736 0.63578521953922928 1.0677976645924421 -0.72784390871336935 1.6237992503990648 1.4705426456425841 -0.28789207051298404 0.29414524770716732 1.0525743831388839 -0.54135187694831066 2.2235778879888186 -0.059475585170814041 -0.087591657373250767 -1.4667949337305557 2.3698779073597995 1.2568653704022357 1.3990727291183711 -0.54658673997005802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 22 6 -4 8 -8 13 10 16 20 17 15 27 -5 19 -13 -19 -10 24 -9 -1 -16 26 -11 28 -15 -12 -14
right_child=1 -3 5 4 -6 -7 7 21 9 25 11 12 29 14 23 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.440302005653072e-05 -8.9707456392575086e-05 -1.8493539901182051e-05 -3.4312981188216192e-05 0.0004503185816150028 -0.00012029351212068906 -0.00020402484968298759 -2.6559343700314616e-05 0.00012801680358180608 -0.0001247587461411936 -0.00030180498275370076 -8.8027148578079557e-05 -1.1848017563373655e-05 2.0356908045714284e-05 -0.00018695444170193084 -5.4834659176641355e-05 -7.3243419939051242e-05 -0.00031759005810883049 -7.4550601991215472e-05 0.00085079945035983272 4.6912313310562723e-05 0.00029961381122561398 7.3904388366232141e-06 0.00022731479926020088 0.00084252604395722492 0.00015876271362420412 7.8458690566158022e-05 0.000716406219607589 -0.00060334740732932907 0.00039055066292313184 -0.00031560967708765949
leaf_count=18100 47529 61561 25930 531 6259 6880 81544 8849 8105 579 4082 3826 1132 3224 367 1394 1697 279 304 7194 1893 14775 953 158 5020 46372 131 800 336 2127
internal_value=0 -0.046753 -0.00378538 0.00264672 0.00875643 -0.0661528 0.0125519 -0.00755018 0.0366949 0.0461088 0.00149847 0.0489199 -0.0541066 -0.109364 -0.202303 0.0954262 -0.0691416 0.042149 0.437239 -0.0400192 0.11371 0.0553381 -0.0776045 0.239986 0.0746072 0.0755297 -0.0243732 -0.267905 -0.048512 -0.196085
internal_count=361931 109090 252841 220031 200978 32810 194719 105168 89551 83077 36126 19130 7668 6474 4549 1925 16996 4409 583 15299 11462 23624 19053 525 9569 46951 4549 4024 4418 3259
shrinkage=0.000980392


Tree=3565
num_leaves=31
num_cat=0
split_feature=519 858 933 588 853 609 728 247 1465 429 2 499 529 16 151 846 1463 444 1113 6 361 976 897 1120 628 1191 70 1049 1257 1454
split_gain=12.3707 29.2912 26.8691 29.5885 19.0696 18.3694 17.7659 19.4843 17.1414 17.4895 17.5744 16.5487 16.2335 16.661 16.0933 20.7698 18.437 16.0046 17.5853 15.6338 19.3679 19.2522 16.5177 17.6698 16.526 16.3299 16.2003 15.5968 15.1723 14.9923
threshold=2.1420547332082829 1.0825608069246189 0.68806224955729689 0.71188872395471614 0.91359539958596292 1.0000000180025095e-35 -0.49008176997875957 0.5131550322267513 2.4014220305861813 -1.4046793964146795 -0.42899597581056176 -1.4365777062786933 1.0000000180025095e-35 -0.29085987140943464 0.59499002759055952 0.5894258255966881 1.7101402089481439 0.53875400747721158 2.3223340634753464 -0.13169002562487284 -0.40878014589133055 -0.91528918750716748 0.39086743772412441 -0.62476825698482097 1.6847297705068163 0.75959761146476124 1.8060019420703128 1.6691362753952133 1.9439914702867485 -1.0936914102283182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 3 5 11 8 7 12 9 -2 -11 -4 -5 -14 15 -12 -17 19 -19 20 21 -7 23 -21 -24 -22 -25 -3 -13 -1
right_child=1 27 4 6 -6 17 -8 -9 -10 10 14 28 13 -15 -16 16 -18 18 -20 22 25 -23 24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.030251199751214555 -0.023143380213689037 -0.0054801327261180819 -0.045460982658792594 -0.021964828087568888 0.0084685361084385954 -0.02222145986397531 0.017749506507817647 0.058177769479635738 0.032514530794830625 -0.0099359461066024692 0.0038601916056607271 -0.0049657365890587966 -0.019817273950161519 0.048937205655891658 0.016429265629923109 -0.031164729416887266 0.058370934320241485 0.015928411435293121 -0.05501153062710859 0.03301613982621928 -0.0052634624859181521 0.014158600132810617 0.0011789771410184412 0.011793976036123565 -0.062368655038289617 -0.038666317334497623 -0.040470449910236579 -0.031742412662958887 -0.038206365486961713 -0.00043882802895637505
leaf_count=337 583 2517 148 359 953 195 2830 46 153 1858 1724 2689 76 89 838 421 27 1912 47 446 1654 1040 877 1254 57 205 76 292 167 338061
internal_value=0 0.0421222 0.069948 0.108054 -0.0869967 0.0619237 0.285482 -0.057162 -0.0377938 -0.0599616 -0.0200901 -0.171743 -0.18404 0.374037 0.0792213 -0.0221426 -0.483979 0.12613 0.290078 0.0701975 -0.0333033 0.170513 0.186269 0.304212 -0.0420378 -0.171437 0.181537 -0.164353 -0.137726 -0.00919823
internal_count=361931 23533 20724 16767 3957 13367 3400 570 5604 5451 4868 3004 524 165 3010 2172 448 7763 1959 5804 3094 1235 2710 1776 934 1859 1330 2809 2856 338398
shrinkage=0.05


Tree=3566
num_leaves=31
num_cat=0
split_feature=21 484 945 1055 1255 597 496 1208 425 146 968 1042 1458 209 676 769 188 765 17 1046 264 347 83 483 917 604 353 1328 321 625
split_gain=12.2571 13.3903 22.0714 16.7189 17.5911 17.2066 21.0491 17.1673 17.0412 19.8286 18.6672 18.0922 16.5319 16.4985 17.2938 19.1642 23.1181 18.5903 19.3882 17.9301 17.7474 17.7133 18.6545 17.3363 16.3343 18.1387 21.566 20.0243 17.4932 20.4077
threshold=-3.2545899522946695 0.86097350900685499 1.9181452473571214 -0.47496315695113617 2.6201666929809257 0.4590488840311347 -0.17291634767084266 1.0636447644468974 1.2809637848027584 1.6845095704346258 1.4283517430185568 0.067008462671761596 1.136946192861312 0.29073845635806289 1.0212228572756148 0.86860909417902288 2.4318152949058121 -0.71944356296347489 -0.74555287455841579 -1.5929647150348487 -0.92193233685461917 1.6610885019290709 -0.68570987191077692 1.79973533590259 1.4608288374781169 1.0000000180025095e-35 0.31755441909385257 0.68691326259613905 1.0000000180025095e-35 1.4260075025251424
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 24 13 8 12 9 -7 -11 -10 -8 14 15 17 20 18 -5 -20 -17 -16 -23 -21 25 26 -3 28 29 -28
right_child=1 2 -4 5 -6 6 7 -9 11 10 -12 -13 -14 -15 21 16 -18 -19 19 23 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.014535532810637609 2.2658438359843391e-05 -0.0010684952411646133 -0.012826792152285799 0.022171218556505397 -0.034243103254660755 -0.020334227690803168 -0.0025597081208285333 -0.021205343178647626 -0.020140781267654312 0.0024560504246330839 0.1010420073708127 0.036153874007379502 0.021839527396166569 0.0026254219258460532 -0.01715195309555928 0.024445474587118883 0.071395315496535258 -0.0072416100655957258 -0.041379057366682799 -0.0026445935138024643 0.00020593226686500517 0.11126317547393916 0.0016202618900196812 0.04069948749123329 0.013605326985356101 -0.0067201012954512251 -0.010386842716518562 0.02228407966924011 0.010386189803621864 0.044544506201783372
leaf_count=716 300609 8817 3286 722 225 3300 3679 610 161 155 26 184 359 9515 2158 741 56 10056 275 1684 3518 32 93 180 1713 4194 1225 1143 2398 101
internal_value=0 -0.00554279 -0.0401045 -0.029429 0.0271632 -0.0618809 -0.156755 -0.0546097 -0.30017 -0.355349 0.359902 0.216541 0.00075493 -0.0305344 -0.0762183 -0.0470058 0.115029 -0.0949991 0.101217 -0.0459191 0.0837593 -0.287232 0.643129 0.0392654 0.0346097 0.013663 0.0542639 0.174678 0.0937963 -0.124444
internal_count=361931 361215 60606 57320 19816 37504 8474 4648 3826 3481 181 345 4038 29030 19515 17232 4315 12917 2861 2139 4259 2283 125 1864 19591 17878 13684 4867 3724 1326
shrinkage=0.05


Tree=3567
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 727 1376 752 801 556 493 296 968 647 590 1242 290 990 350 306 641 1246 770 1113 73 570 15 1145 1444 1318
split_gain=37.0214 30.0951 25.7687 27.2449 22.2333 21.7799 21.3116 21.9422 22.7365 22.8393 21.8135 20.7247 21.1224 20.5471 44.5181 20.4671 20.1298 19.7339 19.1456 21.8333 21.6247 19.6893 20.2222 21.075 19.6355 19.0529 20.4026 21.3287 22.6885 21.8207
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 1.0000000180025095e-35 0.18805867694879752 -1.0752335520519363 1.4302281316754546 -0.86214051036031047 -1.4319336014513067 -0.59762244990421498 -1.3845986788245146 -0.87782724458594241 0.58895901036483078 3.5578112322456241 2.1089670232183031 1.09266583130301 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 -0.4213603389737493 1.2589059659131825 -1.4350361017064479 -0.31774271603929538 -0.4998781572545779 1.9016026118134437 1.0000000180025095e-35 1.0000000180025095e-35 -0.37751581120742261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 18 -5 -1 7 11 16 -10 -11 -2 -13 14 -3 -8 -9 -6 19 -4 -21 -20 24 -24 -23 26 27 28 -15 -29
right_child=1 13 3 4 17 -7 15 8 9 10 -12 12 -14 25 -16 -17 -18 -19 21 20 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.479288488158232e-05 1.2048023164138145e-05 -6.3659981986156596e-05 -0.00016179856627908802 -0.00011100960044399277 0.00012977894091855855 0.00010302558924707699 -6.8909547363948546e-05 3.4697168061456191e-06 0.00015747330178347325 0.0012129347626975927 -0.00016495068860169189 -0.00035846170855570881 -9.1536385857915334e-05 4.3125792823288667e-05 0.00037036332544210178 0.0004964606095582408 0.0001425521399879349 0.00040569999859397041 0.00010344821669358608 0.00016864574020595833 -0.00014932421601961419 0.00010573250653930189 0.0014930152628785144 -0.00030559260295031439 -7.007671586347074e-05 -0.00010462510853431606 0.00026253925861874383 -0.00027031611950526359 -0.00017504615963415219 -3.6916825377187926e-05
leaf_count=12551 10276 4821 6553 1294 4808 17008 63803 83537 1212 50 7184 2167 17402 15399 1384 343 4317 1493 10390 2409 1724 5108 27 1486 6854 61493 1214 4778 4109 6737
internal_value=0 -0.0296905 -0.0167513 0.0317647 0.146102 0.0519958 -0.0285832 -0.0131496 0.00145383 -0.10837 -0.157537 -0.0715767 -0.119632 -0.0685638 0.0624441 -0.0668457 0.0115164 0.19698 0.00469078 -0.0769686 0.0442183 0.0376376 -0.0195685 -0.27077 0.00968826 -0.0790603 -0.0292621 -0.0431667 0.00451273 -0.137966
internal_count=361931 332372 232437 42146 7595 29559 190291 126145 96300 8446 7234 29845 19569 99935 6205 64146 87854 6301 34551 10686 4133 23865 13475 1513 11962 93730 32237 31023 19508 11515
shrinkage=0.000980392


Tree=3568
num_leaves=31
num_cat=0
split_feature=728 1020 1088 1285 842 1187 706 774 854 832 489 293 340 494 1272 1052 1453 13 1382 704 1323 1262 1464 1191 967 555 1130 967 78 1036
split_gain=12.4874 15.1027 16.0552 15.9377 16.6649 15.1317 15.3382 18.546 29.6987 23.545 20.2945 24.2028 25.1887 19.0526 23.0703 18.3325 19.3144 18.3139 18.5376 17.5495 17.1201 17.0253 19.5229 16.8117 15.7566 19.6876 21.0289 19.9732 18.9688 17.4124
threshold=1.0000000180025095e-35 1.0000000180025095e-35 4.1450705102633751 2.2712867920001698 2.8452088697850004 2.9233416704799109 1.5724059030450566 1.4512626351767539 -0.87473648844905705 -0.42521179063818398 -0.39954807220783489 1.4144418063833932 0.54703477416996305 0.7497907880361051 1.0425293070791588 1.6949016392866645 1.0524367085687503 1.4435246545681428 -0.38874993418181553 -0.41174379750660328 0.31954552823923282 -0.077843177936310223 0.58604421830445497 4.7607379442394828 0.20093246167181369 1.0000000180025095e-35 -0.87343702765667508 -1.1950929738168314 1.8008553055751986 0.106311899972046
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -3 19 -10 11 -11 -13 15 17 16 21 -15 -19 20 -9 -12 -23 24 25 26 27 -8 -28 -29
right_child=1 5 -4 4 -6 -7 23 8 9 10 13 12 -14 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 28 29 -30 -31
leaf_value=0.00015900799477548171 -0.002794255172639936 -0.0018038364578218868 -0.055263671324894653 -0.019873302067929317 0.096618579210360253 -0.022238660373432053 -0.060908439458880581 0.029427218536845146 -0.010372975592454318 -0.012364451594156452 0.047122450667385171 0.0023279443238103706 0.15179646821465875 -0.037029253494852393 0.080525966255676346 0.11938163271570763 -0.025295866361691843 0.14635739705445458 -0.02559870005249891 0.03867663805556721 -0.031499891877257456 -0.0078811138581935183 0.078218342508344668 0.048730596629622293 -0.004948197798341371 -0.0020870337533232105 0.0088372877204676483 0.019261390687313983 -0.018260088975590068 0.058070945088117887
leaf_count=252841 45239 44670 137 2128 25 436 34 118 1377 727 423 53 34 240 31 31 98 20 23 426 109 225 45 114 2982 3146 5041 513 436 209
internal_value=0 -0.0286068 -0.0668957 -0.0644649 -0.357187 -0.00488448 -0.00153392 -0.0213589 0.134603 0.0284456 0.209575 -0.104693 1.26583 0.416751 -0.14882 0.596074 0.524333 -0.438775 1.12411 0.536152 0.0286556 0.661033 0.161364 0.0743986 0.0655456 0.111396 0.190094 0.554116 0.136559 0.635575
internal_count=361931 109090 47529 47392 2153 61561 61125 48650 3980 3327 1950 814 87 1136 314 822 791 283 43 653 227 693 270 12475 12361 9379 6233 756 5477 722
shrinkage=0.05


Tree=3569
num_leaves=31
num_cat=0
split_feature=1371 1465 1122 1308 760 915 81 942 1466 1023 659 450 990 930 842 150 495 432 912 821 791 803 144 1020 758 743 761 651 1391 882
split_gain=12.3583 14.8135 16.1392 17.6783 16.9563 20.6351 18.7694 17.0319 16.7372 14.9912 15.2487 28.0678 20.4192 22.0194 19.4725 18.5218 20.7429 18.0315 20.3213 17.5231 20.082 27.7712 27.6582 23.5373 23.1812 24.1062 23.5403 22.8656 21.8374 21.5853
threshold=1.0000000180025095e-35 2.873316917895123 -0.26425489114365547 -1.3860863925232534 0.18359049030059463 -0.24991867999197284 -0.45223801576348638 1.0000000180025095e-35 2.3955660385451081 6.1500100900864334 0.62821384419828064 2.2203088264540187 0.65656536832909496 1.0000000180025095e-35 1.0274029324652323 0.71694687597712636 1.5075595728232101 -0.89422571615554747 1.6442246313874156 -0.72370887929751782 1.0000000180025095e-35 1.9682860324222273 -1.4758372620200386 1.0000000180025095e-35 -0.21037051308185831 1.0000000180025095e-35 0.85686008146195747 1.1107569744011787 1.0441004984371418 1.3034185432944076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 6 7 -4 -6 -8 10 19 15 13 14 -13 -12 17 18 -17 -1 21 23 -22 27 29 26 -26 -21 -28 -24
right_child=-2 2 4 -5 5 -7 8 -9 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 20 22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0013771801170883802 -0.0021979059809573284 -0.012491819429246029 -0.009927758613142993 0.012416172624318083 -0.023730604209591194 -0.031075611331166344 0.0062263750633698911 0.030677190360606045 0.039524332916994337 0.026919305453685295 -0.0014549649625321438 0.022922518421870132 0.027644055669702097 -0.0037416437325051956 -0.022072934974386307 -0.044494480384924734 -0.019135886702354887 -0.0039282910182569129 0.031170245715766973 -0.0012904800698205062 -0.020461688387476903 0.006314433966467115 0.0068750850480965263 0.00074798982338378684 -0.0053235790943735577 0.0054444187823852038 0.024332460041009255 -0.0083613867665613077 -0.049835468466671404 -0.0033102340283422912
leaf_count=82030 48317 500 791 3152 160 556 984 149 195 186 34480 782 435 1542 137 328 1683 9392 46 34753 786 7781 19143 87797 8903 6370 547 7066 69 2871
internal_value=0 0.000130063 0.104729 0.197407 -0.0269105 -0.317002 0.0800348 0.143297 0.248747 -0.00232834 -0.00282092 -0.0408773 0.157158 0.0792412 0.337535 -0.056859 -0.138167 -0.0975559 -0.627671 0.00430451 0.0159208 0.00298057 0.0606359 -0.00538661 0.0681926 -0.00122576 -0.0752912 -0.0512807 0.351938 0.111752
internal_count=361931 313614 6487 3652 2835 865 1970 309 1179 307127 306941 48825 2896 2461 919 45929 11449 9766 374 258116 176086 137397 38689 129616 37903 15889 9519 41819 616 22014
shrinkage=0.05


Tree=3570
num_leaves=31
num_cat=0
split_feature=1430 1298 1444 1091 726 154 823 205 188 83 1441 767 422 1440 900 977 794 72 214 974 1394 290 891 81 155 1451 279 1326 568 4
split_gain=12.2614 20.3344 21.7901 20.0283 20.4015 21.5849 18.5948 18.7027 18.5872 18.8019 19.8029 18.2959 18.5127 17.8629 21.3799 21.1731 20.3126 20.5811 21.9614 20.0488 20.8062 33.3195 22.3426 19.5599 22.1603 18.5107 19.0869 18.2424 18.1751 24.6427
threshold=0.54622893720785959 1.0000000180025095e-35 0.61050815248025436 0.69009342306031496 1.0000000180025095e-35 0.77583340895127495 3.1893296217777243 3.4188707011133421 1.0000000180025095e-35 -0.85968151041265306 3.256850736362511 -1.7923043356656108 0.37363039313871332 1.0000000180025095e-35 0.35338427475247453 -1.3859417174612949 2.2041218380651819 0.27929790309673669 -1.1966247284919971 -0.59525834915044151 -1.3713152823394033 0.49636862996103481 1.3986681884311531 -0.46550697964293802 -0.33639349746737962 -0.31358218297482993 -0.81263588523212793 0.076941152401717741 1.224693648926231 -1.2638116234551886
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 8 -8 9 10 -1 12 -10 14 19 -15 23 18 -18 20 21 -13 28 24 -16 26 -21 -20 -22 -30
right_child=-2 -3 -4 4 5 -7 7 -9 11 -11 -12 13 -14 15 16 -17 17 -19 27 25 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.010287288760207581 0.00092096444043521903 0.00019802821577078055 -0.0066690121773998112 -0.038856442950120647 0.037611789701781168 -0.020035343433561347 -0.015937395554485593 0.058746993210629629 -0.038008826898129983 -0.0020901127217026415 0.041882828608844493 0.043903410268422878 0.0039967585824374685 -0.028104611965187948 0.0053989500666074284 -0.0034908769546420667 -0.045032803286813763 0.0019237858673320969 0.065540760913430793 -0.020690251363480159 0.0077205898331956556 -0.020406315396501243 -0.011637155888787866 0.0066229168710841453 -0.009380156963289997 0.00054915962492277923 -0.0045391572619141243 0.017943289266276429 0.093269683598334541 -0.016015831344115328
leaf_count=10193 85047 152207 17393 74 341 87 2672 43 626 41821 169 602 323 960 2669 5721 47 334 200 1394 5491 264 2257 8890 2884 10534 7762 153 24 749
internal_value=0 -0.0127662 -0.0383174 -0.0261403 0.383554 0.531915 -0.02907 -0.275773 -0.0245207 -0.0638028 -0.187285 0.00456569 -0.405547 0.00933859 0.0243738 -0.119249 0.0910438 0.435816 0.755961 -0.0143925 0.0838403 0.522674 0.0519559 0.071673 -0.0400706 -0.0534111 -0.130196 0.903915 0.108566 -0.234269
internal_count=361931 276884 124677 107284 502 428 106782 2715 104067 52183 10362 51884 949 50935 44254 6681 15177 734 400 29077 9387 866 8521 14443 5553 19690 9156 353 6264 773
shrinkage=0.05


Tree=3571
num_leaves=31
num_cat=0
split_feature=267 395 21 151 1326 434 1206 588 97 1386 487 1430 1313 766 349 207 99 563 284 842 1182 1465 769 287 1188 174 1013 1105 217 1246
split_gain=12.0881 17.5006 16.4727 15.3138 17.2861 15.2841 15.2349 15.0302 18.5176 18.6519 18.1011 17.1436 16.7349 16.4964 16.219 17.1965 16.1588 20.6539 17.8876 23.158 19.0321 17.1703 22.1003 24.3668 20.3638 18.3595 18.3485 16.8484 16.6281 15.86
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.189441983669046 0.9563539158520219 0.68767317577886644 -0.36103078451226395 2.13767461384858 -0.31407487021714353 1.0000000180025095e-35 3.2949528600800222 0.17305322804864301 2.3858586375782362 -0.44162237744477401 2.5173412447531605 0.33396037498426656 -0.17385618604703351 1.0458075788372223 1.8070675991340679 0.9183130561538545 1.2128933342325556 -0.011645997343687037 -0.17812979263601394 1.4130604240552527 0.88948922431580979 1.0163544867660377 2.1976196784906219 1.0000000180025095e-35 -0.50040157990977707 -0.61576705465093384 0.26207343160403246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 11 9 -9 -10 13 -13 16 15 -14 21 18 19 -18 28 -3 26 24 25 -24 -23 -28 -20 -29
right_child=1 6 3 -5 -6 -7 -8 8 10 -11 -12 12 14 -15 -16 -17 17 -19 20 -21 -22 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=1.5285692905183487e-05 -0.0069214493791021669 -0.01226395072133806 0.018004557120277934 -0.021408810877402224 0.027640386218079752 -0.0098459063676865528 0.015697855715693626 0.0064381524054426906 0.0024212716434372237 0.070912231252334451 -0.011261684204301646 0.06359760903613719 0.010083910643750332 -0.043356863989898312 0.052027791872230889 -0.076784696813512257 -0.0090300255191630551 0.11328955530913072 -0.0022489144453661735 0.032065254527558443 -0.0071871640288370094 -0.015634973411217175 -0.0088217083119858982 0.084637074491491326 0.096349028570545017 0.10697429939282405 0.017154462690942156 0.0034942728753345337 0.067396665795927402 -0.024793210639323545
leaf_count=316545 20082 4731 441 294 454 715 849 5566 3617 62 2294 71 90 217 60 46 1229 20 68 192 147 1410 309 72 30 20 713 892 132 563
internal_value=0 -0.0449981 -0.107943 0.0968421 0.182155 0.0235832 -0.00257184 -0.0148668 0.0436675 0.14393 -0.0474462 -0.0830079 0.460953 -0.101107 0.0929496 -0.350803 -0.0883286 0.115272 0.0848398 -0.0413796 0.540253 -0.13621 -0.018899 0.516037 0.215884 -0.000621338 -0.0827981 0.055388 0.95229 -0.106954
internal_count=361931 45386 21986 1904 1610 1156 23400 22551 11539 5628 5911 11012 267 10745 196 136 10528 1788 1768 1421 347 8740 4009 431 359 329 3578 2168 200 1455
shrinkage=0.05


Tree=3572
num_leaves=31
num_cat=0
split_feature=332 395 909 1469 740 1464 625 1240 402 810 282 1449 954 391 1071 320 1329 911 1040 1041 1468 1468 911 427 144 18 1191 288 1393 140
split_gain=18.9525 53.5029 26.9665 25.2709 24.2291 27.422 25.4618 24.212 24.4057 23.693 22.384 22.3668 21.8874 21.604 21.4181 20.8832 20.973 20.4172 20.2977 20.1952 19.7208 21.4135 19.6928 18.8997 19.8154 18.7271 18.6506 18.6455 18.5413 18.5113
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.62658750036069699 2.6156269077848826 0.66719174563581007 0.23587932444621237 2.3737248022525961 0.82498411159110285 0.36663536453162993 -0.65819684525605759 2.3623678445702434 0.74561756370782817 2.9053803668447165 1.0000000180025095e-35 2.2154073666107625 1.0000000180025095e-35 3.4211239402241866 0.47869654671021555 -0.88606329448238375 -0.74629242495128578 1.3991069528470244 0.38892790084257617 2.309006585848373 3.0716391915160925 -0.28414814116575204 -0.37571827473827563 -0.70450681198073684 -1.3988637029036572 0.025001786506274482 0.88970115856295362
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 29 7 9 27 8 -4 19 22 13 -9 -1 28 16 -15 -18 -13 25 21 -20 -3 -17 -25 -6 -27 -7 -10 -2
right_child=2 10 4 -5 5 6 -8 12 14 -11 -12 18 -14 15 -16 23 17 -19 20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-7.6515877999192483e-05 -1.6557272583595582e-05 9.5887051032172768e-07 -8.533360765819973e-06 -0.00051148580030592721 -0.0001718454822657543 0.00094895498863490279 0.00086568283669523534 0.00012492760786776404 3.19964976136358e-05 -2.6677369382365853e-05 -0.00024610926172550867 -0.00027695450520511433 -0.00025167322388379844 -0.00030666766614083232 -0.00013442568725382273 -0.00011925435599173584 0.00016086041398490942 0.0027716013768757548 4.7975780625282271e-05 -0.0002346244531384747 -0.00025981603984614776 0.00044161000382909177 0.00020682776932155178 0.002270042240170122 -0.00087965407251198861 0.0011523249653055815 0.00016246462978118908 3.4842798970843047e-05 0.00013987006099238012 -0.00012385307873192457
leaf_count=43009 49768 85066 60787 687 572 105 165 14321 14964 11646 1971 1845 635 12425 2016 13538 170 40 8056 5591 1205 894 2201 43 28 103 345 7123 12173 10439
internal_value=0 -0.033207 0.00139279 -0.0408009 0.018105 -0.0408416 0.0668457 0.0331105 0.0187052 -0.0866564 0.00156721 -0.0901597 0.110089 -0.111325 0.0671173 -0.187714 -0.296192 0.90503 0.0130252 -0.188873 0.0524273 0.0928177 0.00685024 -0.113064 1.32965 0.0903506 0.411693 0.0480397 0.0828903 -0.0359577
internal_count=361931 170491 191440 60894 130546 25650 7393 104896 89940 18257 89238 81253 14956 69253 29153 26244 12635 210 12000 6611 10155 8950 87267 13609 71 1020 448 7228 27137 60207
shrinkage=0.000980392


Tree=3573
num_leaves=31
num_cat=0
split_feature=470 395 592 1085 322 627 1464 1454 1449 602 1325 1457 62 1454 1028 1364 1455 1463 1469 1400 6 1396 425 641 284 636 904 1389 365 901
split_gain=12.1533 21.7567 20.9742 22.1405 19.4823 18.2736 16.9885 21.4758 22.6593 19.1536 18.9586 18.9204 18.6939 23.0503 21.0152 21.7702 19.8194 29.9308 22.0337 19.362 19.9122 18.6945 20.8295 19.0368 22.6163 26.7803 20.3935 19.9227 19.1704 19.3139
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.59494694347224619 3.5775253332674297 2.8938752694049605 -1.102978244907326 1.5993600128483978 0.67485211051868899 0.13621803835304128 2.6455866734826223 1.0092937221351934 2.9048651742706286 1.0000000180025095e-35 0.23288809561270282 -1.271019091203941 2.6312099436705174 0.93792226267099765 -0.22035286209049118 0.18829243417506566 0.95916366438670841 -1.2647740242411611 2.7083443205788176 -2.0646677587490925 -0.76368505537226672 -1.4950250354433621 1.8552064835355362 -1.045912985322226 -1.3960912987134144 0.25452613204491653 1.8081519724975503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 9 10 12 11 -9 13 -2 -14 21 17 19 -19 20 -15 22 -16 -24 25 -25 -26 -28 29 -29
right_child=6 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 14 16 15 -17 -18 18 -20 -21 -22 -23 23 24 26 -27 27 28 -30 -31
leaf_value=-0.019067136922765363 -0.0014262680563894082 7.9466881303508904e-05 -0.0039120966099774291 0.049359570465275039 -0.027236381790020192 0.002608963621771555 0.0042944657608041488 -0.008097586605451193 0.00059278142010342548 -0.0091116268452217566 0.0024299952076592859 0.013544016191363143 -0.0032374542978653533 0.062938449551591058 -0.024225411615349461 -0.011463024703123176 -0.011408733588438472 0.0067954176153833413 -0.019963003302459464 -0.010065189860954079 0.019979565577668296 -0.011825422889236149 0.006948487101402486 -0.019202331879530452 0.008951390093497864 0.067713715919405268 -0.016888064031142982 0.00030754802764053801 0.0055976381426627699 0.012318050609227266
leaf_count=1044 59783 89543 64488 81 1572 13851 11753 13098 14058 2359 2931 462 11414 141 458 1321 686 1669 613 281 1553 1049 11589 1172 5058 47 737 34156 13364 1600
internal_value=0 -0.0206044 -0.0573736 -0.0809708 -0.0835865 0.0311978 0.00723845 0.00156212 -0.051503 0.0129652 -0.108473 -0.144988 0.0163241 -0.0150509 0.0370706 0.0490095 0.134594 0.192451 0.00621007 0.389784 0.472622 0.0540655 0.0582989 0.0608607 0.0445132 -0.298457 0.049862 0.0368556 0.0416778 0.0166245
internal_count=361931 170579 81036 66141 66060 14895 191352 179599 30549 149050 16491 13560 146691 64726 81965 70551 4943 4257 2282 1975 1694 69230 68181 67723 56134 1219 54915 49857 49120 35756
shrinkage=0.05


Tree=3574
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 858 927 836 691 727 382 650 789 892 1247 428 858 556 557 1381 813 924 1252 978 633 234 747 651
split_gain=20.0317 17.6546 25.9041 27.8241 26.3703 46.6027 23.7072 31.3081 25.7158 24.8304 24.4045 22.7 26.9404 22.5335 22.2492 21.777 28.9792 22.5954 21.3729 21.2731 21.6984 20.6352 20.2917 20.2615 20.5816 22.4335 20.9093 20.6243 20.2564 20.4718
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 2.4283205456421384 0.29073615932568342 1.0000000180025095e-35 1.0000000180025095e-35 2.1314615550283826 1.1248358748350926 1.0342428102238199 -0.29149962867897405 -1.0211593192430943 1.0825608069246189 -1.1872183965669325 -0.82454127623603324 -0.92523599040117721 2.1641256470006294 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 1.6274895855248437 1.1107569744011787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 6 -6 22 9 -9 10 15 -3 14 -2 -13 17 -17 19 28 -8 -21 -10 -4 -5 25 26 -25 -28 29 -7
right_child=1 11 3 23 5 18 7 8 21 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.2057780152476821e-05 9.5114379459894158e-06 -4.1256477362549716e-05 -5.6469733820384724e-05 -8.2281019730207885e-05 -3.2929798063288261e-06 0.00036397297146892489 0.00059019002595333072 6.0064571580600687e-05 -0.00027387934792778851 0.001821742904362967 -0.00013375196406696554 0.00024585448267665949 -4.3350408789202999e-06 0.00021335573675710631 -6.260226884991696e-05 7.9783719899347266e-05 -0.0004831968325517454 5.9496731015642022e-05 -0.00015537103368874387 -0.00082107372470162528 -0.00015619438633819409 0.00039324094276517772 0.0001023897002110699 -0.00033875575433231795 0.00085332644005845653 -0.0013456844681182128 -0.00038731434962076716 0.00018012511268031275 -0.00018326302814504711 -0.00018967962407956014
leaf_count=29559 56406 9447 94773 79939 18652 3823 156 9918 258 33 10106 5244 5700 2777 1127 1178 1410 17146 566 643 1430 1808 3837 897 171 73 505 3679 362 308
internal_value=0 -0.0175094 -0.0226207 -0.0338953 -0.0173994 0.0513707 -0.0300851 0.0160634 0.113314 -0.0254716 -0.0278987 0.0409181 0.0984287 0.0196441 0.191674 0.0135574 -0.223436 0.0369686 0.232253 -0.229728 -0.317401 0.326311 -0.050215 -0.0732006 0.0757019 0.0453194 0.0645895 0.127529 0.282275 0.32681
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 11984 32102 32069 21518 12071 59183 6371 21963 2588 19375 5059 2229 2073 2066 98610 85264 5325 5154 5081 4184 4493 4131
shrinkage=0.000980392


Tree=3575
num_leaves=31
num_cat=0
split_feature=785 705 519 728 869 921 783 791 858 927 836 691 588 575 650 1249 892 1247 428 355 556 557 813 1381 1452 1470 1459 759 554 776
split_gain=22.983 17.6167 17.2195 25.8893 28.4964 27.2748 46.6086 23.5529 31.1605 26.2407 24.808 24.5417 22.8112 24.4593 22.6064 22.6796 21.8312 28.9769 22.6297 21.5706 21.1955 21.695 20.5051 20.497 20.4526 37.887 26.2719 23.4465 22.8075 20.7118
threshold=-0.86283290253235112 -0.0050352993931598944 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 2.4283205456421384 0.29073615932568342 0.71188872395471614 1.0000000180025095e-35 1.6923072129381651 1.8362446977621718 1.0342428102238199 -0.29149962867897405 -1.0211593192430943 -0.45913340316272039 -1.1872183965669325 -0.82454127623603324 2.1641256470006294 -0.92523599040117721 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623 2.7618311273588314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 5 7 -7 22 10 -10 11 16 13 -4 24 -16 18 -18 20 -14 -9 -22 -5 -11 29 27 -27 28 -26 -2
right_child=2 -3 12 4 -6 6 -8 8 9 23 -12 -13 19 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-2.5191236975700137e-05 -2.7778666017315829e-05 8.5089550286480511e-05 -8.741371568484415e-05 -5.6996158860427757e-05 -7.275063566717453e-05 -2.5148374053428892e-06 0.0002284494950082738 0.00058786982955014091 5.8594193457489416e-05 -0.00027083276698270053 0.001820216004086326 -0.00013462068432086864 -3.5552487894239554e-06 7.228503242090517e-05 0.00017640448970293514 -0.00041962720877244421 7.9020588030882612e-05 -0.00048370083014816017 5.9036915759352953e-05 0.00029015237838656569 -0.0008213125218643016 -0.00015667513524538753 0.00010269475532854876 0.00039408227925018751 -7.3980263295477062e-05 0.0005310513369751734 -3.4800331427882872e-05 0.00020465432443188931 0.00033561884755128771 0.0003372041745082836
leaf_count=10316 40528 19243 7439 94773 85264 18652 5059 156 9918 258 33 10106 1790 9681 5803 422 1178 1410 17146 2608 643 1430 3837 1808 6762 1277 531 2508 622 730
internal_value=0 0.0465292 -0.0181406 -0.0231873 -0.0344554 -0.0177614 0.0521752 -0.0306571 0.0153263 0.112307 -0.0261026 -0.0285274 0.039534 0.00392413 0.0190481 0.147666 0.0130405 -0.22414 0.036481 0.174107 -0.230302 -0.317771 -0.0507171 0.327449 0.00370654 0.0843013 0.373307 0.0298597 -0.0348245 -0.0210858
internal_count=361931 29559 332372 310854 251671 166407 23711 142696 44086 11984 32102 32069 21518 17120 59183 6225 21963 2588 19375 4398 2229 2073 98610 2066 52958 11700 1808 9892 7384 41258
shrinkage=0.000980392


Tree=3576
num_leaves=31
num_cat=0
split_feature=785 727 21 568 77 1092 634 539 740 1266 635 463 1188 485 1328 1101 1464 1177 1312 1458 1465 416 488 1104 86 1319 1468 1256 520 418
split_gain=12.2784 13.9075 13.9268 17.6653 16.9705 19.9272 14.5395 14.1364 20.3789 20.9458 20.8165 16.567 14.1287 19.5611 15.4101 13.8767 13.716 14.495 15.0437 14.3545 18.5025 16.5393 15.9514 16.7416 18.2716 15.6681 15.0864 15.5676 14.2963 14.1466
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.9976932840738753 0.95053894427522623 2.9499917481720264 -0.78743263263791274 1.0000000180025095e-35 1.0000000180025095e-35 -1.0835298312780322 0.38565440839525605 1.0000000180025095e-35 -0.7308455996472788 2.4120026221669075 -0.83482892930742192 -0.37478473001060308 -0.025103616233642181 1.0000000180025095e-35 -0.36466926940769023 -0.1846515288168421 -0.47849995239157511 1.8189509286970231 -0.72569426697980133 -0.18692883193895188 0.50666377561149467 1.1367265689482375 0.43476223954370358 0.58755763016568663 1.5103007336851382 -0.96280244948435267
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 4 7 -6 -5 8 -4 10 -10 12 -9 14 -14 -3 19 18 -18 20 21 26 23 -21 -25 28 27 -17 -22 -20
right_child=-2 2 3 6 5 -7 -8 11 9 -11 -12 -13 13 -15 -16 16 17 -19 29 22 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00075473084763276455 -0.00043592091483227744 -0.0065007316877613826 -0.0048560078651054281 0.031434428066185127 0.022118010108995504 -0.083680314070720255 -0.02482794709231869 0.027251251618144786 -0.0039945450745328915 0.014773358659443299 -0.091831838125964779 0.023912535122830057 -0.01418427684008784 -0.088289152229954759 0.0089858504580370979 -0.043367613698762131 0.019145769704934229 0.023608260409584816 -0.065064653519239735 -0.051187722101050243 0.012455384386853395 0.054252578510603125 0.014124485590892376 0.031561141093012515 -0.087756427359477349 -0.042062437237470718 0.0082373935737780207 0.0021412131953964949 -0.035180023708810876 -0.0036603537599841697
leaf_count=12551 332372 2471 2241 63 1487 27 366 378 131 1601 42 990 515 31 2243 416 404 719 53 107 718 33 962 88 20 96 138 116 85 467
internal_value=0 0.0387491 0.0817475 0.13668 0.156987 0.402969 -0.312279 0.119771 0.0329152 0.213876 -0.495071 0.22085 0.134361 0.0725949 0.0945706 0.00583887 0.0786836 0.24031 0.0527504 -0.0142872 -0.151309 -0.42169 0.166502 -0.383974 0.217867 0.0562893 -0.498361 -0.665359 0.149909 -0.19453
internal_count=361931 29559 17008 10115 9686 1514 429 8172 4015 1774 173 4157 3167 2789 2758 6893 4422 1643 924 2779 1602 703 1177 215 108 899 670 532 803 520
shrinkage=0.05


Tree=3577
num_leaves=31
num_cat=0
split_feature=545 959 1094 795 705 470 1361 484 710 691 1469 427 633 257 832 840 402 1470 958 1035 395 1370 69 602 1176 64 980 1291 765 986
split_gain=23.3348 26.163 27.9879 25.0492 35.2188 25.7394 23.0286 23.0198 23.3034 22.3097 22.2081 21.9683 34.8669 21.723 23.2711 27.0219 20.9714 23.3369 20.7219 20.3911 20.2356 20.529 25.7159 20.2054 21.5391 20.026 21.8345 20.7868 19.7457 19.6857
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.29258408639884992 0.28191752204954684 0.66595742291584703 1.0000000180025095e-35 -0.38529859338704892 1.0759805622453016 0.34291078408764419 0.28271063087949944 -0.51777360960278751 2.6267512487368179 1.0000000180025095e-35 -0.10282351827283918 1.0414283294476887 -0.92710518500779682 1.4562134811892467 1.0000000180025095e-35 -0.79960299853447958 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 2.6455866734826223 0.070992515369580692 0.58408534944085788 -0.66481406174213398 2.3812033167488225 -0.60172953184802191 1.4725112985179385
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 9 20 23 16 13 -3 -12 -13 -6 15 29 18 -18 -9 28 21 22 -4 25 -25 -5 27 -27 -11 -15
right_child=1 3 6 7 5 -7 -8 8 -10 19 11 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-5.3313025796225856e-05 1.913528423364468e-05 1.4538488041884604e-05 -6.1921373542833051e-05 3.3302266227730142e-05 7.0983250886073377e-06 0.00015150130031786502 -7.0360510560236406e-05 -0.00033817514717144378 6.316476379565565e-05 -4.1494538688024275e-05 -0.00021697825991319432 -1.8153903528382846e-05 -0.00079281651039693252 0.00025803048805717992 1.0321155027896602e-05 -2.3457403608931933e-05 -3.8227701556106284e-05 -0.00018590364968664732 2.2682458595275023e-05 -1.3557031116658548e-05 0.00099025541113712695 -0.00029706032493482647 0.0012351637455479871 6.1315595976548133e-05 -0.00039038820806415995 5.7889973851044362e-05 -0.00019698450627612048 0.0014356904444906508 -0.00055002620096877548 -0.00019287601467997395
leaf_count=94059 13044 34694 733 45644 18043 11077 14263 3275 7467 834 5028 12894 312 7515 5881 2326 50283 6244 1401 7869 75 9327 108 771 1071 1898 4433 56 839 467
internal_value=0 -0.00801943 -0.0723 -0.000154006 0.024719 0.0634481 -0.126332 -0.021997 -0.0502278 0.038304 -0.017464 -0.0841104 -0.036571 0.0640822 0.118856 0.179314 -0.0655441 -0.0547355 -0.23129 -0.059958 -0.245167 -0.259592 0.168432 0.0112202 -0.20489 0.0195103 -0.108018 0.104479 -0.301456 0.237616
internal_count=361931 267872 37550 230322 107779 54851 24506 122543 68670 43774 52928 18234 13206 34232 16189 10308 61203 56527 4676 9542 10243 10168 841 53873 1842 52031 6387 1954 1673 7982
shrinkage=0.000980392


Tree=3578
num_leaves=31
num_cat=0
split_feature=545 959 1094 795 705 470 1361 484 702 641 691 1469 427 633 257 832 840 1035 395 1370 69 1367 602 1176 1174 765 986 43 1051 1122
split_gain=23.9603 25.0337 27.3211 26.0763 34.1889 26.399 24.6125 22.5041 22.8278 23.4362 22.2476 22.1042 22.0476 34.8169 21.7418 23.1835 26.7144 20.229 20.02 20.2142 25.7354 19.9551 19.8423 21.305 20.0761 19.8148 19.6635 19.6393 20.6832 19.6313
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.29258408639884992 0.28191752204954684 0.66595742291584703 1.0000000180025095e-35 -0.38529859338704892 0.82247273120287534 3.9256961922190565 0.34291078408764419 0.28271063087949944 -0.51777360960278751 2.6267512487368179 1.0000000180025095e-35 -0.10282351827283918 1.0414283294476887 -0.79960299853447958 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 0.61047007421192445 2.6455866734826223 0.070992515369580692 4.967159382618811 -0.60172953184802191 1.4725112985179385 2.2744972866152193 2.3864150127511103 -0.89271532357928141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 10 18 22 9 27 14 -3 -13 -14 -6 16 26 25 19 20 -4 -19 24 -24 -5 -12 -16 28 -9 -8
right_child=1 3 6 7 5 -7 29 8 -10 -11 17 12 13 -15 15 -17 -18 21 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.217966682495537e-05 2.1172243472161855e-05 1.7131933515874369e-05 -6.5160530305489659e-05 2.1856220433770506e-05 8.2073046318922261e-06 0.00015411376129294773 0.0001569977068735563 -2.504737159830218e-05 -0.00011117063516286227 0.00066302500421643832 -3.8794874176194372e-05 -0.00021450592228028159 -1.52834829793831e-05 -0.0007898958576128259 0.00025863807824438872 1.1695405223122178e-05 -2.1201742930088254e-05 -6.8618150421876926e-05 0.00098189847998977875 -0.00029690442667868193 0.0012334833941014985 0.00020955551754758917 6.2537492787186939e-05 -0.00038668210246009223 -0.00085913359473287405 -0.00054828578392813554 -0.00019190452042258243 -0.00026673903997601707 0.00025108673293589983 -9.9825471758269914e-05
leaf_count=94059 13044 34694 733 51878 18043 11077 1766 44540 20167 239 834 5028 12894 312 7515 5881 2326 6414 75 9327 108 1455 771 1071 153 839 467 2375 1349 12497
internal_value=0 -0.00622767 -0.0691609 0.00146219 0.0268368 0.0649779 -0.122608 -0.0208317 -0.048755 -0.0221263 0.0395185 -0.0147426 -0.0812621 -0.0336294 0.0652538 0.120011 0.180321 -0.0585905 -0.24541 -0.259776 0.165062 -0.0126696 0.0120133 -0.202139 0.0202311 -0.299174 0.238269 -0.0256989 -0.0171689 -0.0660686
internal_count=361931 267872 37550 230322 107779 54851 24506 122543 68670 48503 43774 52928 18234 13206 34232 16189 10308 9542 10243 10168 841 7869 53873 1842 52031 1673 7982 48264 45889 14263
shrinkage=0.000980392


Tree=3579
num_leaves=31
num_cat=0
split_feature=1166 407 526 284 570 1177 785 1466 852 727 21 821 896 723 1037 566 409 277 1390 691 704 910 785 539 568 513 968 977 624 1254
split_gain=27.1827 33.1112 29.2576 25.3178 25.2804 24.9018 24.2262 22.409 22.1625 34.0327 27.6409 43.091 26.5316 30.1143 27.4468 26.3809 28.4896 27.366 25.0473 28.6223 25.0301 25.2074 24.9305 25.6983 24.4335 24.2263 24.0212 23.3337 22.9873 22.0197
threshold=-0.94772631485393388 -1.2965003005540392 2.3757057381457001 2.2801252649837127 -0.66020926341496977 1.1288173896071474 -0.86283290253235112 -0.39115731296020156 1.0747610123934368 1.0000000180025095e-35 -0.32341995197817647 -1.0305144854359449 -0.43454379769620094 -1.0570063487222232 1.7478812758511832 2.1059719136688364 1.0000000180025095e-35 2.5833172578372339 1.6797518408552621 0.16899536821444158 -1.7328114229740241 -0.78962221895883722 0.58460966528228819 0.6695026854463163 0.95996774647840766 1.0454229551509682 0.1268373687329564 3.1352939980777039 -0.097214130249161188 2.9107920580044921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 -2 -1 7 -3 -6 10 24 11 -8 -12 14 20 16 17 18 26 -20 -14 -22 -15 -24 -10 28 -13 -18 -11 -28
right_child=1 2 -4 -5 5 -7 8 -9 9 25 12 15 13 22 -16 -17 27 -19 19 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=8.720143985058759e-06 -8.9902647215196104e-05 7.487239868730131e-05 -0.00015767099020096517 0.00028508621930883074 -3.2063023005576327e-06 -0.00018322539341677945 -0.00010468148715258236 -0.00010016813814536591 -8.3892435927179421e-05 -3.4030833451207542e-05 7.8241651062088714e-06 0.0001321420279525182 -0.00061620700256536948 -0.00010405138184122693 -0.00037358964726904009 0.00029446694487874129 -6.5883610131994751e-05 -0.00051893410458143442 0.0004982114397086429 -0.00010478342817858447 0.00033730967682164229 4.5299236195617828e-05 -5.1037636175640582e-05 0.00019065661622789186 0.00019343053089142096 0.00032319301145791767 1.0239573297502139e-06 0.00094355844019861231 0.00015797322925715322 0.00083402433550597819
leaf_count=28953 34528 22399 7769 862 27988 14698 12110 32865 8605 4412 49190 14164 288 43141 624 1855 11052 442 1205 543 1645 6054 8769 2415 1796 2093 14231 98 7021 116
internal_value=0 -0.00493868 0.00403293 -0.0789884 -0.0526069 -0.0787203 0.00802517 -0.0578858 -0.000141735 0.0605853 -0.00955493 0.0318783 -0.029429 -0.0606919 0.0564967 0.0604388 0.0482523 0.0801322 0.0869634 0.337162 0.0901783 0.110318 -0.0814857 0.0148879 -0.0365301 0.127935 0.0715629 -0.0558206 0.0888466 0.00951473
internal_count=361931 257427 222037 35390 104504 75551 214268 60853 191869 23927 167942 55816 112126 62936 8611 43706 41851 30701 30259 1748 7987 7699 54325 11184 10401 13526 28511 11150 11433 14347
shrinkage=0.000980392


Tree=3580
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 701 376 791 858 927 691 507 375 692 911 565 836 892 1247 428 590 689 556 557 1381 620 892 813 858
split_gain=24.0066 19.9522 27.3833 28.4226 27.4316 46.5361 24.0649 26.0699 23.5909 31.806 26.0614 24.6134 23.3428 22.1403 25.0175 23.4736 21.7439 21.5918 21.8577 28.8483 22.8839 21.2415 22.2425 21.0806 21.5366 20.6496 20.6448 22.1127 20.6374 20.5194
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 -1.077677565945242 1.2189113891555967 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 0.29073615932568342 0.65809631222906606 1.0591309280498242 -0.88210545541213692 1.2140889731496538 0.84547898493940077 2.4283205456421384 1.0342428102238199 -0.29149962867897405 -1.0211593192430943 0.58895901036483078 0.86385367930994306 -1.1872183965669325 -0.82454127623603324 -0.92523599040117721 1.1734518836084071 3.2157419873176414 2.1641256470006294 1.0825608069246189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 8 -6 -3 13 28 11 -11 17 26 -8 -15 -16 -9 18 20 -20 23 22 -14 -10 -25 -12 -2 -28 -4 -7
right_child=1 6 3 -5 5 29 7 16 9 10 25 -13 21 14 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.6280205480450618e-05 1.4874486174019659e-05 -0.00016218267769789672 -5.8442290853369933e-05 -7.4034438898313773e-05 -3.7059403935700441e-06 0.00027478314491549249 -6.7069863198159751e-06 0.00015381445528521301 0.00058149614394166038 5.828148355366098e-05 -0.0002737063523579342 -0.00013399170052009782 0.0001888370268982013 -0.00055155473245822265 0.00033736675886780217 -5.2950874146202471e-05 0.0005910826960404109 0.0021313257488364042 7.6185608659811832e-05 -0.00048464131135254239 5.7212818886876162e-05 -0.00013802015368129014 -0.00010044029963059645 -0.00082156633184792222 -0.00016017610816800189 0.00039291513116140777 -0.00015380128461963788 0.00043918490972661545 0.00010157250488661375 -0.00014818170526343912
leaf_count=29559 41921 2525 94773 85264 18652 4493 12710 2429 156 9918 258 10118 7617 209 2201 849 595 21 1178 1410 17146 1387 1527 643 1430 1808 6390 341 3837 566
internal_value=0 -0.0188531 -0.0242794 -0.0358539 -0.0192001 0.0508584 0.0431791 0.0673738 -0.0321201 0.013853 0.11177 -0.0279435 0.0191258 0.0337535 0.185055 0.228936 0.248866 0.0136186 0.0110821 -0.225972 0.0345094 0.110076 0.147462 -0.233395 -0.32051 0.326006 -0.0032412 -0.12498 -0.052175 0.231354
internal_count=361931 332372 310854 251671 166407 23711 21518 18993 142696 44086 11984 32102 59183 15969 3259 3050 3024 21984 21963 2588 19375 10531 9144 2229 2073 2066 48652 6731 98610 5059
shrinkage=0.000980392


Tree=3581
num_leaves=31
num_cat=0
split_feature=253 1467 1442 559 975 142 288 904 1387 3 843 1141 769 1015 145 1461 357 1077 1158 485 837 842 1135 901 1048 967 1462 762 762 1323
split_gain=12.4329 16.2317 17.3347 18.6136 19.7775 20.1322 19.0725 18.3601 20.1538 23.2996 20.9436 21.9595 20.3517 17.8232 18.9315 17.7917 17.2346 17.2218 18.4739 17.9801 17.7198 17.8812 24.8741 20.6534 18.776 17.5862 17.2117 17.1406 21.9626 20.3738
threshold=1.0000000180025095e-35 4.0242090356330973 -0.962738934255707 -0.012312793519636406 -1.0817847356815113 3.6424795216529828 0.59846493418228586 2.0335464953092122 -0.73389355975809167 -0.04481826448141276 -0.023792313278988463 0.36712776479088227 -1.2154791931340851 3.8064656095178515 0.53754492958833733 2.168355840084041 -0.82903446805387115 1.4357019976763823 0.45077038635305361 2.5719531302737693 0.84636357799075845 -0.15561362991747421 -0.55090486886779666 -0.95363576022433272 -0.16924881444751824 1.014303023525142 1.7040583319813172 -1.2417284683960583 -0.61430114283627002 3.0082871096711936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 27 6 7 -5 13 9 10 11 12 -9 17 -15 -2 -14 20 19 -19 -6 -22 23 -23 -25 -26 -3 -4 -29 -30
right_child=1 26 3 4 5 -7 -8 8 -10 -11 -12 -13 16 14 -16 -17 -18 18 -20 -21 21 22 -24 24 25 -27 -28 28 29 -31
leaf_value=0.00022719997722117459 -0.0043800747696769544 0.01880259371431971 -0.006401531476177078 0.010844505547760404 -0.0014575591824671518 0.020553681806546653 -0.013489321713142261 -0.062549570524794318 -0.03173130234034862 -0.032620700346242072 -0.033370770799020698 -0.057030011993889233 0.18598962013669673 0.014683984519901494 0.15569830104478771 0.0087591657383861623 0.065643965605232335 -0.0092336080152199251 -0.032334479954224428 0.070480667276834316 -0.015133335966123951 -0.056931017958961189 -0.010568248826286914 -0.0077186819062628051 0.055859484812715035 -0.022851183220109761 -0.018244744040227585 0.0069349958521419093 4.2509483730519253e-05 0.026736412876659739
leaf_count=231805 41623 867 4871 2693 24588 503 581 25 993 197 84 34 28 58 33 1627 96 1559 616 34 4049 54 1062 164 263 69 199 8910 33892 354
internal_value=0 -0.0252146 -0.0281162 -0.00998695 -0.0526337 -0.0706736 0.12911 -0.078289 -0.390657 0.0636524 0.575828 1.03066 1.40362 -0.0674087 1.21448 -0.0750688 1.7349 -0.0700721 -0.290865 -0.133934 -0.0550995 -0.195074 0.0227501 0.44393 0.588738 0.894745 0.24658 0.0197205 0.0331172 0.00691826
internal_count=361931 130126 129060 85810 37783 34509 3274 34006 1457 464 267 183 149 32549 91 43250 124 32458 2209 1593 30249 5661 1612 550 496 332 1066 48027 43156 34246
shrinkage=0.05


Tree=3582
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 853 1174 772 1325 1449 1380 1231 652 424 1423 683 1462 1013 499 7 1469 1311 594 1434 83 487 1389 1071 1112 220 1363 572
split_gain=12.4185 24.618 18.8815 16.4582 16.2335 21.1628 17.6668 16.9968 16.086 21.4864 17.5379 16.4878 15.9476 16.2733 23.9087 16.7219 21.8232 18.9583 18.8467 18.4753 19.7302 17.8681 17.243 19.5996 21.5439 18.7926 16.8002 16.6942 17.4806 18.079
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 1.0000000180025095e-35 -0.90552258535424313 1.3083282245069312 0.86894832368664932 -0.42419611893005865 -1.2746275924579662 1.3934710048789702 -0.55024281929118113 1.0152209712882951 2.2885552421444864 -0.45360691579634166 1.8461117166573322 0.54050183860820311 0.256205212906918 0.98090099554553445 -0.8778463702791649 2.840219774690576 0.4869546456463002 -0.42195508979895918 0.36216581115866303 0.34048263927994221 0.90890360509060952 -0.83372348323441781 1.3169346001786544 -1.6712065399599421 2.1958782074693541 -1.1270128931407852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 9 10 -6 -11 13 14 15 17 22 19 -18 20 27 -21 26 24 -24 -25 -17 -3 29 -29
right_child=-2 12 3 4 8 -7 7 -9 -10 11 -12 -13 -14 -15 -16 16 18 -19 -20 21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0026844782538271599 0.00034440154821364856 -0.033618931280546729 -0.0059345279884321827 -0.019756046956331597 0.033094328925548352 0.022041165856640565 -0.037166141337750196 0.051191591442553801 -0.001316599786930806 0.047585150410732899 -0.0030724080415214712 0.18677631080491702 -0.0090515512774873488 0.0012699881931165988 0.013180794351504765 0.0052973936907017667 0.019813427022394452 -0.013620323685878467 -0.019108716070969475 -0.0036707806462315052 0.0033050138799145222 0.056723831671440655 0.023108048667887914 0.070503477654959443 0.078790400026057278 -0.014355797685120825 -0.037562555954325762 0.019737353935136547 0.016619924670327 -0.0081892462083278158
leaf_count=5995 197825 484 40131 2046 354 230 63 108 24816 76 849 20 3520 59583 1282 2285 225 4305 1111 165 4506 129 519 51 108 320 171 353 530 9771
internal_value=0 -0.0212659 -0.0604917 -0.0770472 -0.0317432 -0.236481 -0.324641 0.474673 -0.0127663 0.297343 0.190466 1.5518 0.00233992 0.00757967 -0.0490111 -0.0688007 0.0682773 -0.102365 -0.221894 -0.0641771 -0.0769302 0.543462 0.173481 0.43103 0.661826 -0.0575143 0.0458736 -0.136004 -0.11717 -0.141525
internal_count=361931 164106 74688 68693 28562 2447 2217 171 26115 1299 1203 96 89418 85898 26315 25033 4790 20243 1336 15938 15644 294 3454 998 627 371 2456 11138 10654 10124
shrinkage=0.05


Tree=3583
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 858 927 691 727 382 650 1249 789 836 892 1247 428 556 557 813 1452 1470 1459 759 554 776 1376 646
split_gain=22.8419 17.3846 23.3342 27.7496 25.5613 45.0453 23.169 30.9331 25.5791 24.7564 23.1556 26.9791 22.1619 22.8475 22.0603 21.5365 21.7164 28.8568 22.7993 21.1432 21.5911 20.6722 20.6541 36.7238 26.0177 23.684 22.7724 20.5133 28.353 20.4851
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 0.29073615932568342 1.0000000180025095e-35 1.0000000180025095e-35 1.6923072129381651 1.8362446977621718 1.1248358748350926 2.4283205456421384 1.0342428102238199 -0.29149962867897405 -1.0211593192430943 -1.1872183965669325 -0.82454127623603324 2.1641256470006294 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623 2.7618311273588314 0.18805867694879752 0.99988622835687535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 -6 21 9 -9 15 -3 14 22 -14 -12 16 18 -18 19 -8 -21 -4 27 25 -25 26 -24 29 -29 -2
right_child=1 10 3 -5 5 -7 7 8 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=4.3911121181896766e-05 -5.7804486295756441e-05 -4.4561587362112163e-05 -5.7624460784982506e-05 -7.3180149017560973e-05 -4.9730704747663659e-06 0.00022196187989482764 0.00058438781839540398 5.7668477402249186e-05 0.00031652690490716696 -0.0001335411085714456 0.00024351318023269685 -6.4196774157593731e-06 0.00017149257348737936 -0.00042537227461163083 -6.3417380073869532e-05 0.0021291892531654496 7.7845291601663942e-05 -0.00048342251913382426 5.8052933088090503e-05 -0.00082144402809397154 -0.00015885342365501846 0.00010259561753140435 -7.6491762279223531e-05 0.00052215747624205337 -4.0377881283386426e-05 0.00020311816927647447 0.00033247258331855361 -2.1214931854208106e-05 0.00083764291236531718 6.536495736302869e-05
leaf_count=29559 32464 9447 94773 85264 18652 5059 156 9918 2066 10118 5244 5700 5803 422 1127 21 1178 1410 17146 643 1430 3837 6762 1277 531 2508 622 431 299 8064
internal_value=0 -0.0196778 -0.0247432 -0.035436 -0.0189769 0.048672 -0.0314527 0.0141226 0.11067 -0.0271303 0.0382527 0.0963234 0.0153124 0.142525 0.189571 0.0145773 0.0120411 -0.224406 0.0354006 -0.232163 -0.319455 -0.0513333 0.000135978 0.0810625 0.36527 0.0274909 -0.0374549 -0.02475 0.338265 -0.0319544
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 11984 32102 21518 12071 59183 6225 6371 21984 21963 2588 19375 2229 2073 98610 52958 11700 1808 9892 7384 41258 730 40528
shrinkage=0.000980392


Tree=3584
num_leaves=31
num_cat=0
split_feature=181 45 1388 659 775 1459 213 631 764 74 355 214 1362 1104 1453 1464 812 497 1458 71 552 457 626 161 1027 500 1103 906 557 70
split_gain=12.4523 14.7257 25.3583 17.8673 21.9438 17.487 19.0873 17.7148 18.904 22.9138 17.4372 18.4667 17.2548 17.7031 17.0269 19.6672 22.6984 20.7378 19.1085 17.308 17.2451 17.0154 21.9439 25.8085 22.6812 21.4245 20.577 19.2679 19.1645 18.9931
threshold=1.0000000180025095e-35 1.216416816489077 -0.55069758172325589 0.62821384419828064 2.9033023204425805 0.59499139038429327 -0.70666353701072415 1.6983783082768491 0.56555569254154159 -1.1339562532737968 -0.85324102400702928 -0.91664966353090394 1.0087403405179345 0.90733495983444168 0.058091628562482463 -0.1792923271419434 1.0000000180025095e-35 -1.2122886668848134 1.5848149799446365 2.1942671572757173 0.16840214549832075 2.3716694046974869 -0.88096524088661077 0.68466157968425601 3.9760661156155157 2.2640983958534164 1.0000000180025095e-35 2.8869910698040164 3.4162700645587933 -0.55053426889352741
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 14 -5 7 -7 8 10 -10 -4 -12 13 -8 21 16 18 20 -16 -18 -17 22 25 24 27 28 29 -24 -2 -27
right_child=1 2 5 4 -6 6 12 -9 9 -11 11 -13 -14 -15 15 17 19 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=8.3597587739833235e-05 -0.011760226591321223 -0.0098808516331644735 -0.02253031715889903 -0.0083836913235165629 0.048502983019879979 -0.015001331532129632 0.047240345990632836 0.037576861346045182 0.099393131904552734 0.014419018326353656 0.027800560070320085 -0.0021026358167243716 -0.034760486284716355 -0.0094520913769213493 -0.0098272702709559668 -0.0019640082671247418 0.0061032934103854523 0.0075864388719030567 0.017674786284952955 -0.048214249529799615 -0.04033443782662554 -0.0098205023544089831 -0.0024675280596838651 0.010183627135371819 0.05957104558609233 -0.017563001699446391 -0.0062890470474971207 0.050066227746426897 0.053633992769973431 0.082030694854320851
leaf_count=286765 6879 1740 537 9392 98 141 409 215 50 622 358 1928 62 78 5715 896 4100 7992 341 120 357 7043 22153 3253 84 56 247 120 58 122
internal_value=0 -0.0352181 0.0797007 -0.0468358 -0.153326 0.169998 0.488941 0.0982269 0.0547452 0.410449 -0.0361497 0.0541945 0.661343 0.771792 -0.0300861 0.0308358 -0.0500278 0.11195 -0.153633 0.0958808 -0.236326 -0.0623758 -0.0399357 -0.00747058 -0.0385653 -0.179419 0.428371 -0.0439472 -0.217946 1.10921
internal_count=361931 75166 6140 69026 9490 4400 690 3710 3495 672 2823 2286 549 487 59536 19521 10276 9245 6056 4220 1253 40015 32972 25610 22357 7362 425 22273 6937 178
shrinkage=0.05


Tree=3585
num_leaves=31
num_cat=0
split_feature=1426 49 899 1223 1458 695 1305 21 275 1327 55 1449 803 1295 1450 1104 1248 689 344 144 986 690 1445 845 77 418 1467 1105 696 1
split_gain=12.2458 17.4977 20.1874 18.8858 20.11 20.7284 18.6633 22.8586 18.6454 18.3553 17.3553 17.8061 20.2866 17.1761 18.3509 17.0137 19.542 18.5642 20.5807 17.9504 18.7273 17.0754 16.9575 18.6328 20.6142 17.9247 19.0513 16.9361 17.1932 18.9822
threshold=1.0000000180025095e-35 1.0000000180025095e-35 3.1568864890043344 1.0000000180025095e-35 -0.36867865879579104 3.6142176424610075 1.0258675257732557 0.2439032738895319 -0.37716681713019035 -0.084316605310008924 3.1467007441384443 -0.52348104485600955 4.1943791076760144 2.638369870834802 -0.63933796013749677 0.47962779249154169 -1.463798058700337 -1.1110989058077336 -0.37624325261769898 0.52746737303733371 -0.82251188908778061 0.26146789758067257 0.18528947271751878 0.027314430572237907 2.2107488604304875 -1.0312799077230734 3.465979725750937 0.35145927261723114 -1.2773354801455206 -0.28763486045261538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -3 -2 22 -5 -10 11 13 -13 -6 -15 -11 -17 18 -18 20 -20 -22 23 24 -8 -24 -27 28 29 -9
right_child=1 3 -4 8 10 -7 7 27 9 15 -12 12 -14 14 -16 16 17 -19 19 -21 21 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00027415325138915625 0.001177038569738772 -0.01048648762388911 -0.036045756971258565 -0.0053220270222529521 -0.011468400511841148 0.090483326922280574 0.0018586807414904855 0.10985644398627029 0.0036691109823840449 -0.0056659347629159657 0.049561697879772229 -0.00042735125581096016 0.098762149354556822 0.11909911844474384 0.0036180517909121775 0.071864251249363742 -0.014172895731101937 -0.00017181604587414442 -0.038854583890389427 -0.021055744683538248 0.10263654271258914 0.013197379577606617 0.0077002778979364007 -0.010572261315498857 0.056906576158220291 -0.015477602756498943 0.042007020430661318 -0.014037496284851568 0.0059875708375941496 0.0056251237473312421
leaf_count=226490 53831 11758 259 10673 4749 35 3397 52 13840 8317 99 11747 20 26 75 62 99 2081 22 39 93 37 777 2731 85 6532 90 732 3116 67
internal_value=0 -0.0235576 0.00139953 -0.055429 -0.112088 -0.202707 0.00366488 -0.0726838 -0.0209263 0.0153868 -0.0513946 -0.0589962 -0.00195225 -0.202584 0.834919 -0.0597068 0.113085 0.0791517 0.609248 1.01258 1.3306 1.60634 -0.130671 -0.0413861 0.0693686 -0.233371 -0.287173 0.0824897 0.149957 1.12659
internal_count=361931 135441 71669 63772 28509 11793 71410 17579 35263 24590 16716 16617 11767 4850 101 10750 2433 2371 290 191 152 130 13612 6213 3482 7399 6622 3967 3235 119
shrinkage=0.05


Tree=3586
num_leaves=31
num_cat=0
split_feature=785 21 1466 1454 1466 1466 21 1453 1466 1458 1466 1466 1468 1457 1461 1456 630 1450 615 1467 1455 1455 1450 548 565 804 639 1455 1449 696
split_gain=12.1019 13.8579 18.2284 44.1852 31.9768 59.6633 35.2906 33.5559 31.7939 28.6369 61.7934 63.4582 33.0702 28.5884 33.7767 28.8527 27.3734 26.7685 28.4025 30.1331 37.4063 32.0195 25.9459 25.7563 28.0758 26.435 25.4727 24.0986 44.8849 29.5066
threshold=-0.86283290253235112 -0.70163543588998201 0.27725162624946764 -0.74726004084035758 0.048793375953514358 0.041666216359983001 -0.89074317784588486 0.47485221662462634 -0.035273251782798838 0.084403803362298288 -0.29222153102773374 -0.27546937187240134 2.4634311514058238 -0.18238571527943001 1.0519922171908489 0.62634535540376146 -0.40740524339265438 4.2167433909250827 -0.29580728975408649 1.6166021676452613 0.59295168827627476 0.35881941651261778 0.059614261619994738 1.0000000180025095e-35 0.80498613792923879 1.0000000180025095e-35 -0.53745439817051499 0.80851755981579754 -0.4664756701537866 -0.7902035564811688
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 13 5 8 -6 -7 9 17 27 -12 -13 14 15 -4 -5 18 19 20 21 -2 -8 24 25 -20 -27 -11 -29 -30
right_child=1 -3 3 16 6 7 22 -9 -10 10 11 12 -14 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0019302341861864058 -0.0056220395234319953 -0.00087226412497220488 0.033287565199084261 0.0065789150558990808 -0.016320561843993293 0.0053623455562861336 -0.005283550591190983 0.048140015360884192 -0.015484501331974536 -0.00081111123996252695 0.073619544519349031 0.010210858840391614 0.062727079848454839 0.00082985369294565157 -0.042394516201120426 -0.01690880424886056 -0.0018034088662027684 0.051542501332133561 -0.010124221391203881 0.01857546205479713 -0.020993231549328879 0.015679467658737893 0.025019825302624185 -0.0038742053792953329 0.018971237660612806 0.019180374524736123 0.00014792862169577719 -0.014450272421581638 -0.0060144011111558319 0.023104050918985458
leaf_count=29559 15454 241364 1694 8647 3987 455 1402 465 2162 14206 181 1832 110 1257 147 270 13669 99 2031 676 2566 1103 544 8801 1768 1490 2662 837 630 1863
internal_value=0 -0.00854613 0.0179815 0.0707173 -0.00545953 0.0123061 -0.181782 0.574579 0.000864049 0.0121282 0.084548 0.439419 0.295966 0.33903 0.503033 0.572804 0.0344249 -0.032957 -0.0376121 -0.102649 -0.123921 -0.0797142 0.0793576 0.0435327 0.132419 0.0500822 0.151173 0.0328041 0.200169 0.338063
internal_count=361931 332372 91008 25684 65324 59391 5933 920 58471 56309 19659 2123 1942 3368 2111 1964 22316 36650 36551 19799 19123 16557 1946 16752 7951 6183 4152 17536 3330 2493
shrinkage=0.05


Tree=3587
num_leaves=31
num_cat=0
split_feature=869 774 483 797 723 332 885 575 837 566 1212 1 1266 697 1445 1113 216 494 1320 570 277 287 898 1250 1415 1187 491 570 1449 1461
split_gain=12.1463 22.8666 23.1898 22.7751 22.6903 25.7207 30.9232 24.2339 24.7653 24.2952 26.1659 23.4173 21.5319 20.8938 20.5864 21.2606 18.8584 18.7551 18.6792 20.165 18.6352 18.2282 17.9436 17.8785 17.731 17.6393 20.3264 18.2059 17.4251 17.673
threshold=-0.57653763495970078 2.0716573389763737 -0.84020368264530154 0.63961785378869596 -1.0570063487222232 1.0000000180025095e-35 3.5474713574483379 -0.86675834133512175 0.40488338164466203 1.5082323653100029 -0.72824034023836837 -0.41999882094232427 0.66437229509151219 -0.21898134908988418 1.3475299883120082 -0.40033913397280058 1.9592604332965855 0.44742176811265977 -1.2669711057410789 4.4780209482966411 -0.66284976643738347 0.38402615289414482 4.809976905130835 -0.0291169882642506 -1.1394735000279177 -1.1389192865866797 2.4031437042839796 -1.1373851746066126 -0.47483234988670731 0.63802195525331329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 16 22 -5 6 25 17 18 11 -11 -10 -13 -14 15 -1 -3 -7 -9 21 -19 23 -2 -20 -17 27 -27 -6 29 -8
right_child=3 2 -4 4 5 7 28 8 9 10 -12 12 13 -15 -16 24 -18 20 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0041268582124815312 -5.4587294979345093e-05 -0.022145142284214554 0.015885186585563541 0.0028962340577411111 0.10333915815288211 -0.030535720948062853 0.030135172066481655 -0.025798871480348446 -0.007517115970754891 0.049962890207969443 0.0095920214387521241 0.0043868162415585067 0.004934805219622156 0.053611084044183667 -0.004023685998670588 0.010984084264714793 0.068048885055022448 0.037750177677506741 -0.00096887851790099916 0.06447605611654865 -0.017247048476972074 0.0033655583639602043 -0.021314732455792868 -0.011707649989967085 -0.0010161909224088341 -0.01094512067188309 0.01903682538232504 0.0039100389154280305 0.0025050758979713317 0.12517493317786674
leaf_count=22614 247134 364 1942 6868 29 669 187 498 1971 235 607 2465 207 238 12860 1729 27 105 4061 54 224 3603 873 3521 29422 17186 267 1496 436 39
internal_value=0 0.0231829 0.230342 -0.0108864 -0.0609233 -0.0856148 -0.160198 -0.0317484 -0.0129788 0.111351 0.436683 0.0435639 0.176027 0.626258 0.0147759 0.0319051 -0.288046 -0.379073 -0.0694588 -0.0522087 0.045752 -0.0586455 -0.00205699 -0.120924 -0.0073585 -0.182975 -0.204472 0.136414 0.345501 0.855299
internal_count=361931 68958 2333 292973 44966 38098 19640 18458 17460 5723 842 4881 2910 445 66625 53765 391 998 11737 11239 329 11185 248007 7582 31151 18978 17453 1525 662 226
shrinkage=0.05


Tree=3588
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 727 382 1443 791 858 927 691 789 1452 1470 1469 1469 813 759 1317 924 1252 978 339 1465 836 892 1247 428
split_gain=27.193 22.9926 27.3979 33.5537 27.9063 48.8602 26.8308 28.2804 26.4459 24.2476 31.9558 26.1227 25.0101 23.0776 22.7453 41.2301 23.7076 23.6992 22.331 21.9798 21.9022 21.8017 22.9819 22.3815 21.7474 25.2163 21.5693 22.002 28.8984 23.1529
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.0000000180025095e-35 1.0000000180025095e-35 1.593744732512876 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 0.29073615932568342 1.1248358748350926 0.4926003403048807 0.84122639276026845 -0.1067644305262897 1.6911153983873026 2.1641256470006294 0.46683225090780039 1.3531462534988981 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.63586223425159905 1.4270952891077759 2.4283205456421384 1.0342428102238199 -0.29149962867897405 -1.0211593192430943
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 9 8 -3 13 20 18 12 -12 26 -8 24 17 -17 19 -4 -16 -6 -5 23 -23 25 -2 27 29 -29 -11
right_child=1 6 3 21 5 -7 7 -9 -10 10 11 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.6194235938201544e-05 6.9718869032586804e-05 -4.5725695398426241e-05 -6.2228003485880842e-05 -9.2726341547398727e-05 1.2467860321349237e-05 0.00025725049612556982 0.00025572420440910025 5.2322841215943401e-07 -0.00017152907344353133 -0.00023230010726112585 5.5713993324053423e-05 0.00031706991896120396 -0.00013742313941572196 -5.7843530356778495e-05 1.3914983188321274e-05 0.0003559070140413946 0.0012484653956298722 -0.00076719070299933957 0.00010426512696007455 0.00023421301014043416 0.0002964076823613341 5.6628079487720361e-05 0.00089062614911975424 -0.0013476028285022519 -5.0736141541891878e-05 -0.00026334268190405006 0.0021226745353432755 7.3129777606403433e-05 -0.00048734259868049898 5.4982111840162663e-05
leaf_count=29559 17261 9447 94773 79939 14090 4123 5244 5700 4097 2229 9918 2066 10118 1127 9013 996 147 267 3837 2616 1401 5081 171 73 27720 1163 21 1178 1410 17146
internal_value=0 -0.0231382 -0.0289563 -0.0405165 -0.0224258 0.0481823 0.0433699 0.105733 -7.82965e-05 -0.0354418 0.0111157 0.109148 -0.0307383 0.20094 0.0144187 0.0948487 0.485747 0.0556772 -0.0557553 0.0672297 0.0391264 -0.0835079 0.0705853 0.0385646 -0.0101763 0.0492292 0.0111344 0.00859769 -0.228868 0.0320964
internal_count=361931 332372 310854 251671 166407 23711 21518 12071 19588 142696 44086 11984 32102 6371 59183 13039 1143 11896 98610 11629 15491 85264 5325 5154 46144 18424 21984 21963 2588 19375
shrinkage=0.000980392


Tree=3589
num_leaves=31
num_cat=0
split_feature=51 136 1392 286 1023 5 1229 21 911 389 348 283 771 634 1366 827 1248 147 1272 149 255 1 625 142 1232 55 1045 1112 1304 702
split_gain=12.2317 18.7557 23.1054 19.1635 18.448 17.9846 17.8674 17.6039 17.5658 17.5654 32.8149 17.3314 21.927 18.7611 18.5577 17.8803 17.5086 16.9587 19.8515 18.7275 19.0394 19.1414 19.9987 18.5052 19.6194 18.3776 22.4215 21.2193 19.8894 19.1341
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.95244706794026779 -0.4308060016924819 -0.92662490140568188 0.23081283746213585 1.6872754988648333 -0.70163543588998201 1.0220698395793562 2.0012238438612475 0.7640998761824439 -0.60545103705590608 -0.71512789797845766 0.91594417929932959 0.90180248132876506 0.12234551562379832 0.79961689822826132 -0.068881575837900333 1.0425293070791588 0.60128354191431188 1.9282309809988389 0.67005732426704301 -0.27167506194726487 3.6424795216529828 1.0000000180025095e-35 1.0000000180025095e-35 3.02954466251107 -1.1554072583941497 -0.94892239677896928 0.72501111857079614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 7 -6 17 11 9 -9 -11 15 13 -13 16 -4 -14 19 23 20 -2 -22 -23 25 -25 29 28 -28 -27 -19
right_child=1 2 4 -5 5 -7 -8 8 -10 10 -12 12 14 -15 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00030383049121424484 0.0015416409373864761 0.003100595539397647 0.0079895353934685207 -0.013775491225557338 0.00604045607483885 -0.00053176145273462871 0.0044973437716082877 -0.01804184308877942 0.010162144570702972 0.067875798680147231 -0.044743109989260364 0.023343063355332226 0.02222781458529318 0.091625790310528088 -0.057594013064240571 -0.052121064406551759 -0.035186508690160399 -0.0009236513333765044 0.0025461893790442052 -0.0042725146109619224 -0.019428231333868985 -0.02165678670263655 0.04315566849116885 -0.013323991353465243 0.039137854620787879 -0.014252191239968301 0.15191379638645741 0.0202965393886009 -0.0057174687906983877 -0.009898147003189953
leaf_count=223819 31298 1578 163 2699 14015 8291 5376 2186 456 74 54 190 335 66 68 132 95 20116 5686 16461 1392 142 190 206 332 8247 29 141 13244 4850
internal_value=0 -0.0227572 0.0260539 -0.143513 0.0493846 0.0724033 -0.0397373 -0.106717 -0.211314 -0.30187 0.473817 0.148373 0.328124 0.880416 0.0471821 -0.354164 0.212412 -0.0479437 -0.0812223 -0.0156699 0.0178108 -0.252102 0.310521 -0.100546 0.389862 -0.10611 -0.161547 0.791911 -0.168986 -0.0566762
internal_count=361931 138112 30402 4277 26125 22306 107710 3819 2770 2314 128 1049 754 256 498 295 430 102334 52851 49483 33022 1724 332 47165 538 46627 21661 170 21491 24966
shrinkage=0.05


Tree=3590
num_leaves=31
num_cat=0
split_feature=21 1454 1111 67 323 1455 74 1395 354 350 816 1321 1209 986 776 144 1458 1465 1457 904 81 1449 1035 1297 706 700 486 86 764 127
split_gain=12.0804 13.1028 13.0976 12.4553 19.7105 24.0687 19.2643 19.2472 27.6018 21.2571 21.0452 21.2667 18.7818 18.3074 18.9718 18.2439 19.0891 29.695 23.6339 24.6197 22.7508 22.3773 19.7242 19.6658 27.2493 21.3804 19.9623 19.3485 18.6241 21.0595
threshold=-3.2545899522946695 2.6579444067051354 -0.60655739926131569 1.0000000180025095e-35 0.52426357255304767 1.7297158872023053 2.9526317387676815 0.72868613784757896 1.0860576550317909 1.31668311641901 -0.92870374882376117 2.2520453247962409 -0.32660117190177901 0.3333452435790995 -1.1027761587107872 2.4476309066397559 0.20667703603638712 0.30885249841046225 0.95845855468509078 1.8861255627257918 1.0902790352227678 2.4498220593785009 -0.63421783711188728 1.0000000180025095e-35 -0.96668288116160705 -1.143548023369277 1.9099705996722318 -1.9326693936565673 0.41579345650012506 3.925674747449845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 15 7 10 9 -9 11 -5 -8 14 -10 16 18 22 19 20 21 28 -18 24 -20 -26 -27 -19 29 -6
right_child=3 2 -4 6 5 -7 12 8 13 -11 -12 -13 -14 -15 -16 -17 17 27 23 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.020102932766069462 -0.0013583574374738897 0.039174596348038347 -0.056864216775944554 -0.0037347275833543702 0.0022597825037168765 0.010560594174677583 0.0042871690627074412 -0.0018458088076739008 -0.029747195591637299 -0.013058396533386816 0.0023589706086709619 0.026749542995506016 -0.028240443197260989 0.024521997197620098 0.0068071813351003284 -0.014131675243273618 -0.00096259448559577604 0.06831642046990756 -0.013461172182911147 -0.016089085063612913 -0.0081942834471929599 0.029277995697934201 0.010878807940037663 -0.0020717382231686355 0.069155096502789767 0.021201752213763025 -0.056053149382963977 -0.0040598193872330209 -0.0040283000729833072 0.096390354149640839
leaf_count=626 189296 27 63 11652 18755 3263 417 22083 209 2252 71702 319 605 698 2040 1309 2646 57 361 2091 5082 311 7473 1466 115 1447 48 4896 10596 26
internal_value=0 0.289693 -0.543669 -0.004452 -0.0147424 0.0233292 0.0143052 0.0169304 -0.0336084 -0.057539 0.0337264 -0.058194 -0.306711 0.17032 0.0740432 0.0108344 0.0173011 0.087561 -0.0115836 -0.0304083 -0.0164652 0.0102195 0.158315 0.176764 0.325569 0.452792 0.37532 -0.0655923 0.00227693 0.0488196
internal_count=361931 716 90 361215 249238 59942 111977 110955 27282 24335 83673 11971 1022 2947 2249 56679 55370 15072 40298 36861 34770 29688 10119 3437 1971 1610 1495 4953 29377 18781
shrinkage=0.05


Tree=3591
num_leaves=31
num_cat=0
split_feature=470 395 816 799 150 1012 841 232 158 1367 56 353 983 905 915 489 800 1036 719 207 497 974 1180 707 561 910 617 418 909 1395
split_gain=24.3124 33.4421 24.1075 24.1956 23.8207 22.9614 22.8961 22.2049 24.2357 22.1841 21.136 19.4521 21.5822 23.8222 26.1024 23.2474 19.3311 22.0214 20.8817 19.3157 19.246 24.4029 21.2394 20.6415 19.2193 18.9884 18.7622 18.704 18.6449 25.8112
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.58454210970522613 -0.51906793619709324 1.0000000180025095e-35 1.1672291848996961 0.92584771804271815 -0.43164853963919342 0.61047007421192445 1.0000000180025095e-35 -0.83979312824913099 -1.0239025903212746 -0.96080056434864081 -0.79470535971750755 -0.5734719084543527 -0.57812715656594349 -0.93750786704675038 -1.5042199147372537 -1.3036684170040556 0.26974448824413327 0.98362850890892195 -0.83633320770495956 1.7845101985272618 1.4174411800516584 -0.47807599503443737 1.6614250791469047 -0.77639159094561294 2.5099460756811336 0.8565620665402095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 5 -5 -4 -2 20 -9 10 26 -12 19 -14 -15 -16 17 -3 -19 -13 22 23 27 -22 -24 -17 28 -6 -1 -30
right_child=2 16 3 4 7 -7 -8 8 -10 -11 11 12 13 14 15 25 -18 18 -20 -21 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0001316024930965483 -1.4779053392013938e-05 0.00028341791672355238 0.00014833576185821511 -4.6095861500817195e-05 0.00034076615762750572 -3.1600696337312216e-05 -0.00012573860824262209 6.8425742236828528e-05 -0.00015416685905056637 1.3458332079954215e-05 -0.00022798823355882534 -0.00089531500513514225 -0.000393912795441529 0.00040457281668854076 -0.00023195515623005385 0.00029069127884278533 -2.8697735247907327e-05 -0.00055745930718722981 3.7652786059807514e-05 0.00036516585037160791 0.00013133733938520124 -7.0921455125879198e-05 -2.3219517024751804e-07 -0.00035442843608169978 -0.00022535297956799202 -2.3163708625313656e-05 -0.00032021970207805016 5.8954272358820608e-05 0.00029300289826449886 -0.00049171399140133577
leaf_count=42980 77176 1778 11690 28619 1227 4623 11148 3365 5388 11751 3668 111 1415 835 2457 1450 72203 257 15305 1319 17481 3150 20644 420 2043 4833 8392 4378 1412 413
internal_value=0 -0.0391629 -3.73801e-05 0.0213622 0.00742241 0.0994849 -0.029342 0.0306303 -0.0674178 -0.0841885 -0.106295 -0.0265467 0.0131595 -0.0242164 0.0115113 -0.0288218 -0.0117181 0.0537783 0.0274448 0.30277 0.0477629 0.0943508 0.0110498 0.12387 -0.0183859 0.0475066 -0.137993 0.125707 -0.121369 0.14219
internal_count=361931 170579 191352 103028 86715 16313 88324 58096 8753 81036 69285 16088 12420 10990 9575 8740 89543 17340 15562 1430 49343 21051 28292 17901 22687 6283 53197 5605 44805 1825
shrinkage=0.000980392


Tree=3592
num_leaves=31
num_cat=0
split_feature=519 858 927 588 853 381 139 1251 661 1469 558 70 705 70 372 416 9 1037 954 693 539 1318 138 760 839 434 434 1249 969 775
split_gain=11.8984 27.2026 24.9408 28.5141 20.4038 18.6622 17.9728 16.9233 15.9947 15.879 16.1339 15.7937 15.7618 18.603 16.4081 18.6513 15.5353 20.7037 15.3847 16.3382 15.306 15.2189 20.1883 15.7174 18.4449 17.8762 16.994 16.4613 15.8621 15.5354
threshold=2.1420547332082829 1.0825608069246189 1.0483613175537825 0.71188872395471614 0.91359539958596292 2.1979211646067411 1.8341961866858918 0.37101455012705181 -0.59275567010655072 1.4039267167446501 -0.30261226506453781 0.5234281354473701 0.32046342343737316 2.1691403090057242 -0.89164644713046382 -0.62789384647708102 1.634713297566835 0.62427748615358969 3.5442616861027205 -0.59550994792687628 0.6695026854463163 -0.029713465934445422 1.8037909328924133 0.8775302288539244 0.3787604551696771 -0.36941209449430595 -0.85971872844375785 0.50998210523151932 -0.27438587380478469 2.357846152501986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 12 18 -5 11 10 -9 -4 21 14 -14 -16 -17 -18 19 -7 -3 29 23 25 -25 26 -23 -26 -27 -2
right_child=1 20 4 7 -6 6 -8 9 -10 -11 -12 -13 13 -15 15 16 17 -19 -20 -21 -22 22 -24 24 27 28 -28 -29 -30 -31
leaf_value=-0.00039101090407172179 0.0033251605695535586 -0.026068511464822794 -0.0017498142908463873 0.017807037853320148 0.0089873064917340081 -0.0063343002765629229 -0.041988232404780265 -0.021212248838047135 -0.014260270085862196 -0.042327821908691221 0.013877070028658116 0.053356704189442633 0.019520767557522811 -0.027995043485852685 -0.0084682935490436838 0.0091351586891230026 -0.0033401530312470798 -0.085922834935037079 -0.060091147868008968 0.025266147850445921 -0.004357827639589246 -0.023215459474332071 0.028810571750296238 -0.012335978674883867 0.0035484773427648859 -0.040974895646806724 0.0074311419194918711 0.058904753250425636 -0.01456293500291031 -0.053253327624710037
leaf_count=338398 3648 501 246 2646 792 252 65 212 1940 92 639 67 934 191 1083 3493 156 49 27 1003 2308 363 152 359 148 502 618 106 877 64
internal_value=0 0.0425708 0.0694278 0.101011 -0.106784 0.0567424 0.297842 0.270502 -0.211329 0.0194131 0.111023 0.222502 0.0310544 0.109499 0.130555 0.0812112 0.150424 -0.420705 0.352295 0.388048 -0.156587 -0.0427318 -0.161126 -0.205856 0.118141 -0.289915 -0.0647976 0.543377 -0.463212 0.0488744
internal_count=361931 23533 20724 17679 3045 14090 1347 3589 2253 943 851 313 12743 5906 5715 4781 3698 205 1282 1255 2809 6837 3125 2973 613 2360 981 254 1379 3712
shrinkage=0.05


Tree=3593
num_leaves=31
num_cat=0
split_feature=785 728 784 852 1307 657 211 980 569 703 833 5 647 590 727 14 1117 1362 796 772 1466 983 672 1315 570 1421 82 350 422 1396
split_gain=21.9623 18.7456 23.2076 21.4176 24.1666 21.8072 21.4289 21.0194 20.8785 22.2704 20.6922 20.5066 19.8511 46.4861 18.4267 18.133 18.0041 17.9319 17.4705 17.7726 19.1713 20.4163 20.451 19.11 17.4138 19.7907 18.1731 20.3978 23.3831 23.3677
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0747610123934368 1.3390041783085433 2.2603408215975165 -0.62944366619299574 0.93965787111466315 0.082615654494043025 1.2527926291041005 1.5919315457291203 -1.0821368227570305 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.79293532814295575 -1.2591097148690287 1.0087403405179345 0.38087715954262297 -0.28708682036526079 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 0.26648455616813943 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 17 5 6 10 -5 -6 9 -7 -4 -8 13 18 -1 -12 -15 -2 -3 23 -21 22 -22 -20 25 26 27 28 -14 -29
right_child=1 12 3 4 7 8 11 -9 -10 -11 15 -13 24 16 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.7303763038058506e-05 -1.1463362901768251e-05 -0.00014950313849125614 9.6200311886004738e-06 8.3041445638134182e-06 -6.9897425967335689e-05 -0.00031470870855783987 -0.00033727208305477156 -0.0010753840506511857 8.0116340062050015e-05 -0.001450259427840591 0.00011531220996090308 0.00030258547133351173 -0.00012241864968766964 -0.00068419031731095192 9.1483779807909955e-05 0.00054335707384995313 0.00044523529579198914 -7.8008849626833734e-05 0.0002410044610398957 -0.00034251326395319423 0.00088163348116750953 -0.00063140814432620623 -0.00082685272183218158 0.0012687248503721758 -8.5331563701555039e-05 -0.00022793310120426371 -0.00015562842340202627 0.00012841861779714999 0.0001764976101132184 -0.00013451560169937111
leaf_count=12551 161270 3383 30451 2043 879 935 281 143 632 92 2293 3872 8640 93 17008 525 1291 29021 381 540 229 100 58 130 61493 2973 3798 12404 1846 2576
internal_value=0 -0.019071 -0.00883993 0.0373616 0.142964 0.0141529 0.187547 -0.201309 -0.226125 -0.415146 0.0268213 0.273389 -0.0499836 0.0793563 0.044114 0.205585 0.40249 -0.0201197 -0.0516373 0.170033 -0.0327762 0.355185 0.646501 0.52865 -0.060397 -0.0124779 0.00597787 0.0305131 -0.0605305 0.0877586
internal_count=361931 332372 232437 42146 7218 34928 6196 1022 1659 1027 33269 4153 99935 6205 29559 2818 1384 190291 4821 1438 927 387 287 511 93730 32237 29264 25466 10486 14980
shrinkage=0.000980392


Tree=3594
num_leaves=31
num_cat=0
split_feature=612 98 1030 926 700 427 1045 451 497 1120 764 629 1323 707 16 1320 1113 777 285 1453 89 975 845 1327 984 555 832 1458 408 1110
split_gain=11.9473 14.6689 24.6517 26.0503 18.2056 22.0247 24.2655 19.7941 17.5603 17.3772 16.4787 16.031 16.4563 19.1097 15.6543 17.7988 18.0984 24.155 21.6885 17.997 22.0772 22.0007 20.542 19.8268 22.3895 17.4617 21.8528 22.2772 19.5994 17.9566
threshold=1.0000000180025095e-35 1.7308894233658034 0.56670278469791524 -0.47615725886416838 1.5601243137909435 1.3483638914764311 1.0000000180025095e-35 -1.0000000180025095e-35 0.34921007296954604 -0.14421235076467079 1.6927135743269386 -1.7718644052671044 0.35269893861447277 -1.3534870107330994 -0.66963332327302505 0.49031526172507683 1.9530892632252994 -0.58416067162878904 1.2287060987765268 -0.093080794707546363 2.6264497023561475 0.53705122090842139 -1.355232351801491 0.91750842918375819 2.228836444112702 -0.70007505935259451 -0.010712583311312094 -0.72983201679721443 -0.34083657021421804 0.61711600814378642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 4 8 9 6 -6 -8 -4 -3 -5 12 -2 -14 -13 25 19 18 -18 20 -17 22 -22 -21 -25 -16 -27 28 -28 -30
right_child=1 2 3 10 5 -7 7 -9 -10 -11 -12 14 13 -15 15 16 17 -19 -20 23 21 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=3.1627754983319623e-05 -0.029081136752930104 0.0063283924279522513 -0.025503890885140042 0.036933996051987071 -0.028989499020646931 0.13946112400402233 0.098072884105806959 -0.0035017837204468685 0.033966177413256408 -0.015242793376765713 0.11764457960693323 -0.0069016890706434103 0.10627845526472546 -0.0049515960108532635 -0.0063492214323825243 -0.016019396480714123 0.034872952396116312 -0.0024845883521469546 0.15492796008043372 -0.0042678776600687069 0.15338881236526658 0.14119714455548388 -0.011515472078494522 0.020843162006228679 0.14962135743735003 0.0067601601208504662 -0.00099994290950733921 -0.0066919785240666767 0.043909212921231712 -0.006499189983213337
leaf_count=316437 1139 1611 279 504 131 21 99 71 144 1434 44 11195 34 232 5419 4600 143 468 32 2322 30 41 121 276 27 8162 884 5527 344 160
internal_value=0 -0.0451553 0.112767 0.505701 -0.00383078 0.647562 0.383094 1.11121 -0.0346552 -0.0711869 0.897241 -0.0598636 -0.40624 0.312232 -0.0518525 -0.019684 -0.135983 0.344572 1.18778 -0.173761 -0.282976 0.746595 0.21961 0.00453223 0.632773 0.0175362 0.056325 -0.0564872 0.228507 0.594106
internal_count=361931 45494 4338 971 3367 322 301 170 423 3045 548 41156 1405 266 39751 28556 8060 643 175 7417 4792 192 151 2625 303 20496 15077 6915 1388 504
shrinkage=0.05


Tree=3595
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 728 869 938 803 666 609 1452 1470 1465 1052 791 712 804 761 1469 813 476 564 813 490 470 759 782 848 776
split_gain=24.826 19.9748 24.2659 27.0545 24.501 23.4526 30.2577 26.8916 27.9911 23.9024 38.6553 23.4593 40.1754 23.6053 23.203 23.2042 35.3158 24.6447 25.1547 23.1997 22.9871 22.2662 26.4505 22.443 22.5922 21.9869 21.7 21.4883 24.7521 20.7819
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.4926003403048807 0.84122639276026845 0.28325886342528439 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 2.2521318533151415 0.78094674152139754 1.6911153983873026 2.1641256470006294 1.1361236590950645 -0.84605277249859834 0.44561103650162237 1.5123577048319501 1.0000000180025095e-35 0.46683225090780039 1.0000000180025095e-35 2.0537800658793866 2.6594279389030699
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 11 7 8 14 -10 -11 29 19 -14 15 17 25 20 -19 26 -7 22 -18 27 -25 -17 -13 28 -24 -2
right_child=1 2 3 -5 -6 6 -8 -9 9 10 -12 12 13 -15 -16 16 21 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=4.4060674291966862e-05 -1.9651840090508225e-05 -4.4932603455141125e-05 0.00024954136076342861 -3.6330454552301198e-06 -7.4077575736917087e-05 -4.7990131346788561e-05 -7.7678679494732125e-05 -6.7065644134485817e-05 2.2842271859349528e-05 0.00035721781068122121 -0.00052702089257250831 1.3880479787853448e-05 0.00055095276783025723 -0.00067817759776481125 -0.00017517165218527872 -0.00018637626656814449 -7.3700585250469712e-05 -3.8868568950497163e-05 0.0002976024547779146 -0.0007614091957032701 0.00013807135705920203 -0.00017985684086563414 0.00036456320838913563 5.3715686514282864e-05 -0.00069441787151099761 2.78135921170466e-05 0.00023279938380016722 0.00014110592198149016 -0.00164671208538307 0.00029413104265105775
leaf_count=29559 45139 9447 5244 5700 1127 63641 85264 53095 3905 2432 230 9013 1045 98 5155 5942 3452 1882 1892 267 3138 1301 3031 3757 221 5797 2616 7507 29 1005
internal_value=0 -0.0222224 0.0398698 0.0992934 0.192642 -0.0276441 -0.0383531 -0.0211698 -0.00239828 0.132949 0.285656 0.0124881 0.0941958 0.479886 -0.0119274 -0.0050644 0.0472577 -0.0278379 0.136518 0.0554897 -0.0388893 0.100047 0.119543 0.155583 0.0193547 -0.0660235 0.0668891 0.207381 0.354342 -0.0124906
internal_count=361931 332372 21518 12071 6371 310854 251671 166407 113312 6567 2662 59183 13039 1143 106745 101590 31037 70553 3774 11896 66779 19298 17997 14545 3978 11739 11629 10567 3060 46144
shrinkage=0.000980392


Tree=3596
num_leaves=31
num_cat=0
split_feature=1463 1463 1458 1458 1455 1451 1464 1450 1452 1452 1459 1455 1459 1458 1452 1452 823 1463 1450 1450 1453 1463 1450 1463 1449 1457 1458 1467 731 1450
split_gain=11.9161 31.6575 67.9284 65.6472 55.127 51.1478 50.367 59.5215 42.5302 45.4533 42.2979 41.8819 41.7966 40.3819 38.9657 38.6876 38.3141 35.288 34.5983 32.26 31.6323 41.6302 42.8243 41.2606 32.1263 31.094 30.0772 28.2553 39.5295 28.0758
threshold=-0.052537044703927886 -0.23884079478003004 -0.047418865732968912 0.25640757745451187 0.75934798726561159 -0.40800734376214293 -0.15205433594669945 0.95337257963916655 0.10267903820740146 -0.019475121477309683 -0.17903548000207106 1.1853961473060375 -0.3011881842326592 0.24391125146464598 -0.47268881079791375 -0.48681646279257074 1.0000000180025095e-35 -0.16651745093505757 -0.12464057240991257 -0.15751379913150657 0.16630876708890455 -0.24753544861959001 0.27262452905359075 -0.25589234859845938 0.3746820073494514 -0.24981860190110738 0.17742896962817614 -0.25198177114056969 -0.27459402194195615 -0.68961132794472235
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 4 5 6 13 7 10 9 -8 12 -5 14 26 15 -3 -14 -7 -10 -6 21 -1 24 29 -23 -19 -4 28 -16 -22
right_child=-2 2 3 11 19 17 8 -9 18 -11 -12 -13 16 -15 27 -17 -18 25 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001303970234176951 0.0006333408420019427 -0.0053211483252439112 0.0024186405525133954 -0.0012564343093957007 0.01916028505674152 0.014501947425671374 -0.0023433805444172903 0.0347686145974649 0.030485904908025149 -0.038285967508159352 -0.02351170850107968 -0.048881312994236016 0.018032542623361899 0.054457102748850107 -0.033667312287561722 0.061948775938905937 -0.027895589132994336 0.057532881355376 -0.020770414321466975 -0.013047874409271083 -0.0020129211484470346 0.025307146841771783 0.09813340057447785 -0.027886667335690948 -0.062569413522872611 0.0098079189927158007 -0.042335497266128355 -0.0079065539478782622 0.00088275185230989083 0.0042058271345925225
leaf_count=133527 141070 3184 1130 3984 1386 979 6768 325 801 615 5481 297 1191 118 3104 105 433 599 263 668 13591 473 87 684 75 270 339 2021 661 37702
internal_value=0 -0.0150143 -0.0832728 0.111657 -0.143575 0.352109 -0.178747 -0.26499 -0.0333174 -0.0995458 -0.289576 -0.0883069 -0.19432 -0.00033323 -0.266721 -0.0464835 0.16439 0.586215 0.396254 0.211548 -0.00301634 -0.0229908 0.556994 0.0451526 0.309516 0.906081 -0.150141 -0.398846 -0.539091 0.0522543
internal_count=361931 220861 34722 7716 27006 3435 24952 16505 8447 7383 16180 4281 10699 1587 9075 3289 1624 1848 1064 2054 186139 134162 635 51977 548 869 1469 5786 3765 51293
shrinkage=0.05


Tree=3597
num_leaves=31
num_cat=0
split_feature=728 1100 800 852 12 1256 66 464 1458 215 968 1213 1184 911 702 983 1038 641 1104 771 125 936 1037 470 630 908 1175 278 278 705
split_gain=23.1574 22.0281 21.8439 22.8484 28.7138 23.0543 23.4869 21.5823 20.9278 20.3361 20.2215 19.8083 23.1477 21.2972 21.3782 19.8334 19.8076 19.7949 19.5479 24.6621 19.198 19.1759 22.8029 18.8495 19.1023 18.9596 19.6919 18.8216 18.7396 18.6035
threshold=1.0000000180025095e-35 1.6293515030253838 -0.57812715656594349 1.0000000180025095e-35 -0.30498865388207802 0.61977337445451985 -0.71144088264426897 1.0000000180025095e-35 0.24391125146464598 1.4488263587503545 2.0695670359217271 1.0000000180025095e-35 -1.5705656289572736 0.77693903076620996 1.9351594754191137 2.3420233229717393 2.1132206934614648 0.8423242745550269 -0.27024840999276351 1.1328087716545792 1.0000000180025095e-35 2.3359524927505695 1.0390305628876007 1.6515521334121408 0.36035657849795116 1.711358190322503 0.47182439613974325 -0.24605875252670187 0.78300183928656863 0.79157999595524997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 8 10 6 7 -6 -4 20 18 12 -8 15 -15 -14 -13 -3 19 -5 -1 -11 -23 29 25 -25 -27 -20 -29 -22
right_child=-2 17 3 4 5 -7 11 -9 -10 21 -12 16 13 14 -16 -17 -18 -19 27 -21 23 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-2.5155612700288097e-05 -4.8350112062605339e-05 -4.0830238342820117e-05 -4.8316885316583955e-05 -9.0303525428410842e-05 -0.00027272641930676085 0.00016012397611905304 -0.00074768168074042761 2.4360312874853091e-05 1.7495755730434854e-05 0.00023004801568717051 0.00022033972986053272 -5.3347274494502929e-05 0.00015073657383104789 -2.6738673444603265e-05 -0.0011382902562055157 0.00085949930276063189 0.00056393862695241852 -0.00020905446011798535 -8.0170499425467534e-05 -0.00055459365928830953 4.053415153739998e-05 -0.00082919626575001838 0.00092476859713839057 -0.00016493512333769309 0.00026390169854743716 -0.0020217317399633221 0.00022210602167529119 0.00015964233631185056 -5.396194075972121e-05 0.00017340439061130442
leaf_count=18625 109090 25930 84622 10427 2366 7895 187 2337 31738 3485 1333 6665 9819 1938 81 160 226 6880 6753 648 12496 165 35 1878 508 53 24 4707 3075 7785
internal_value=0 -0.00632698 0.000513936 -0.0109418 0.0237573 0.0667985 0.0319513 -0.109457 -0.0298338 0.043766 -0.0305378 0.0649336 0.115404 0.12525 -0.0695806 0.166534 -0.0311812 -0.072526 -0.045117 -0.11762 0.0294405 0.197541 -0.459313 0.0706995 -0.113793 -0.214192 -1.26226 0.0073407 0.0781664 0.0918573
internal_count=361931 252841 220031 174977 58617 31674 23779 4703 116360 45054 26943 19076 12185 11998 2019 9979 6891 32810 25610 11075 41369 3685 200 22744 2463 1955 77 14535 7782 20281
shrinkage=0.000980392


Tree=3598
num_leaves=31
num_cat=0
split_feature=50 56 1470 218 332 302 221 342 219 865 842 907 637 1106 251 1114 65 468 1469 759 345 425 73 1249 621 420 217 3 992 1105
split_gain=11.9375 22.7129 16.0078 16.0885 20.649 17.7357 16.8872 18.2259 18.6532 24.497 20.8018 23.5967 18.4833 18.3258 18.0157 20.623 21.0633 17.3984 19.4735 16.8588 17.822 17.2213 17.3904 20.6601 19.2124 18.5338 17.2585 22.6452 18.9116 17.0785
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.36884708019601647 0.65944866827063242 -0.87542063841761819 0.25348261239668218 -0.71972127634037231 -0.59919840634296395 0.34189790550582932 0.92435270926116375 0.48132233455903634 0.12515575998940323 -0.47058819946048419 1.0000000180025095e-35 1.9474909140199834 -0.6851319895343676 2.9997803193780999 -0.098896247467586892 2.2653759858939648 0.42967641333136353 -0.48819216231104812 -0.65485567420336921 2.7190760283524846 -0.66661611453674008 0.18292040960324094 2.6854763446249597 1.15340815695427 1.113450647832475 -0.72808789072344748
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 19 5 -5 7 -7 9 -9 11 12 -11 14 -10 -16 -17 -15 -19 21 -21 26 -23 24 -24 -25 -4 28 -28 -22
right_child=-2 -3 3 4 -6 6 -8 8 13 10 -12 -13 -14 17 15 16 -18 18 -20 20 29 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.0033319260366083108 0.00036335940083450589 6.4967138592601035e-05 -0.014140517020605295 0.0058531532000745019 0.023973859651403084 -0.0082236227570293072 -0.0080234326270273524 0.003041812741907107 -0.018057816482348735 -0.0054511296192592072 -0.056198513980746448 0.085480378563215331 0.049904893912589537 0.00059438627512624982 -0.0049125117731562661 0.074903431166186321 -0.0049208351550561295 0.006113802424780824 0.068914236767310885 -0.0035241218583722403 -0.047523027208788843 0.0034762144672766462 0.0033157786448049726 0.096847752297697209 -0.011785317075492751 -0.030094500228311741 -0.0061339669033421652 0.11898874345742745 0.11712886682222481 0.058094050278050868
leaf_count=4567 197382 90457 10413 3975 349 7588 11604 1935 2513 231 57 203 225 11754 2259 102 130 175 101 556 52 3788 2492 58 8263 36 341 32 31 262
internal_value=0 -0.0204083 -0.0603508 -0.0740174 -0.0429519 -0.0500691 -0.0694381 -0.0316541 0.00789605 0.238716 0.683578 0.813724 0.494412 -0.0223311 -0.172341 -0.0148147 0.733713 0.0293467 0.596124 -0.136208 0.309324 -0.149849 -0.0889291 -0.153355 -0.166966 1.09996 -0.254874 0.370319 0.103689 0.878729
internal_count=361931 164549 74092 69525 43201 42852 38877 27273 19685 2651 716 659 456 17034 5004 2491 232 12030 276 26324 870 25454 14637 10849 10755 94 10817 404 372 314
shrinkage=0.05


Tree=3599
num_leaves=31
num_cat=0
split_feature=785 712 771 1351 1046 154 498 1047 1385 139 952 565 601 558 567 627 1121 71 755 220 1252 410 1398 898 1046 81 633 693 1035 422
split_gain=12.1276 13.8665 13.2213 18.3511 14.776 15.9234 14.544 14.2827 19.063 13.9548 18.3778 20.8526 18.7081 18.5026 16.1649 16.9926 16.8279 23.443 19.0559 15.9088 15.6184 15.1911 15.0256 15.3844 15.7672 16.9219 15.0186 17.2892 16.7306 18.6859
threshold=-0.86283290253235112 -0.63779424894106762 1.4820751525130569 0.50562681004378673 2.0758783179787326 2.9100998747290268 2.6567927302501411 -1.2346204946378532 -0.49247852393713437 1.7958133547178743 1.0000000180025095e-35 -2.038511563228806 1.2182338416547627 0.15399857944713302 -0.41796952734930626 1.4924935066443148 -0.59614756072870978 0.68756733845601314 0.27356497111670858 -0.18431059486518353 -0.29947705939690045 0.47782099361054431 -0.53000520118168226 -1.0889282065567019 1.3569245169725079 0.46332049191867725 0.77566123941214604 -0.9502611502085424 -2.2274282254828601 -0.89235106166905798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 6 7 8 -4 -2 11 12 20 -13 -12 -16 17 -17 19 -18 -11 -20 23 -15 25 26 27 -25 -29 -30
right_child=2 -3 3 -5 -6 -7 -8 -9 -10 10 14 13 -14 22 15 16 18 -19 21 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0054627500123413412 -0.00010778262333009978 0.0027324681373342022 0.062753424540360259 -0.027201018599260031 -0.037356914123925923 0.045685947729741744 0.071664876167848848 -0.004784889948135182 -0.024117687355182195 0.083001281711660657 -0.015972669153887044 -0.004978514026225277 0.1445487580995185 -0.030393709635820734 -0.0063564567615386385 -0.046925728050697536 -0.025934959647841663 0.056050812562543934 0.038959968912143442 0.037730818422997199 -0.051588115232057689 0.13724428534334626 -0.00037055256753233445 0.0061072674149212367 -0.028964318025348653 -0.0050463889869772349 -0.0074901933394419008 -0.060758736007113436 0.083942107342562078 0.035891097413206452
leaf_count=3225 304740 26334 94 616 192 87 24 6749 106 32 3148 6449 22 113 5333 136 99 38 59 134 33 39 2588 274 117 283 157 29 158 523
internal_value=0 0.0390695 -0.00813035 -0.106299 -0.0750254 -0.0574544 -0.0709014 -0.0789411 0.63358 -0.00583451 -0.0720089 -0.00130824 1.25051 -0.0113569 -0.158113 -0.0845057 0.342002 -0.321769 0.640523 0.283726 0.386623 1.55224 0.116187 0.296993 0.359271 0.425041 0.559826 0.671213 0.862948 0.929089
internal_count=361931 29559 332372 7868 7252 7060 6973 6949 200 324504 19764 10778 87 10691 8986 5838 505 174 331 233 65 98 4242 1654 1541 1424 1141 984 710 681
shrinkage=0.05


Tree=3600
num_leaves=31
num_cat=0
split_feature=785 728 784 921 859 647 590 727 730 783 934 514 603 660 639 982 1022 146 462 706 1117 345 8 570 1421 747 907 145 82 570
split_gain=28.5011 21.6165 25.9791 21.9282 20.5692 20.5073 45.5122 19.475 19.0588 27.8772 24.7513 24.1724 20.2429 22.435 18.5388 18.1577 18.0456 19.6344 18.8092 24.9193 18.0451 17.9956 17.8667 17.8452 19.8195 18.4325 19.3237 18.0946 18.0089 17.824
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.089392437450782083 1.7621802667917166 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.7353186015506989 -1.2591097148690287 0.46293354690950167 -1.298475463871557 -0.4998781572545779 1.0107116206971127 0.34871943973277292 3.0421924527387119 -0.98357086087459589 1.107433824845671 0.10327219449165864
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 16 8 -5 6 -3 -1 9 11 12 -4 13 -10 21 -6 17 18 -2 -20 -8 -12 -15 24 25 26 28 -28 -7 -14
right_child=1 5 3 4 15 23 20 -9 10 -11 14 -13 29 22 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.3639548776601158e-05 -5.0956960398800565e-05 -5.255479657372089e-05 4.2235117708737463e-05 0.00040301654291546141 0.00011566926538396241 -6.9854597951814643e-06 -0.00069068289453966454 9.8094402085053986e-05 0.00015966087113462553 -6.6262295971572266e-05 -5.1414325107170425e-05 0.00039645168058730491 0.00013313065822108465 -0.00041473591422837595 -0.00029110350837767396 -0.00044974377065111644 -4.7703271020807944e-06 0.00028241229460398992 0.0013236987159693839 -0.00069818211402149699 0.00043843666552934409 0.00034787839237716595 0.00058964765144915699 -9.1098566126629111e-05 -0.00023273310947462242 0.00014166954575486743 -0.00051820510421120519 0.0010857120870672032 -0.00020617248338095052 -0.0003475093694117723
leaf_count=12551 85846 4821 6880 1153 6164 21561 93 17008 2134 17685 1992 1041 1401 101 1105 278 103001 802 46 596 1291 635 996 61493 2973 4074 60 189 3380 581
internal_value=0 -0.022291 -0.0113034 0.0375758 0.140547 -0.0554329 0.0759747 0.0496102 0.0132146 -0.0181024 0.0993037 0.0905779 0.193884 0.290986 -0.0394811 0.0950845 -0.0232253 -0.05065 -0.0546835 -0.543845 0.395485 0.0547463 0.528679 -0.0659915 -0.0175534 0.000890148 -0.0275693 0.700026 -0.0346252 0.00798313
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 34551 25606 8945 7921 5213 3231 3732 6442 190291 87290 86488 642 1384 2627 1097 93730 32237 29264 25190 249 24941 1982
shrinkage=0.000980392


Tree=3601
num_leaves=31
num_cat=0
split_feature=728 784 657 922 730 783 514 650 864 934 145 775 698 792 644 745 980 651 608 533 763 479 1383 832 1390 213 1292 73 867 779
split_gain=12.1865 15.2962 20.2449 19.3388 20.0801 29.1548 27.9133 26.0789 20.0373 19.6275 19.3832 18.5575 18.2108 18.0491 26.0067 22.9135 20.9562 22.0915 19.8029 20.6529 22.8607 23.7789 20.7632 20.1073 19.7363 23.6474 19.7486 19.5838 19.4026 19.9527
threshold=1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 0.8808338060330112 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.6923072129381651 0.72275257928592751 1.0000000180025095e-35 1.2145026272206347 0.13281703179381904 -1.4566186108567212 1.0000000180025095e-35 -0.34929633066952553 1.0000000180025095e-35 1.216571808765075 1.1107569744011787 0.66665475971017707 0.66959453337990815 0.9942007392834985 1.6834386678921571 0.27886015690300842 1.4860901098135033 1.005923584849213 0.42442279056371041 1.4892968121444323 1.0881715526676952 -0.72818492217606867 -1.4311747506411241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 6 -3 9 -5 -6 -10 -7 -9 14 16 28 -1 -18 19 20 21 23 -21 -16 25 -22 -27 -26 29 -15
right_child=-2 2 -4 8 7 11 -8 12 10 -11 -12 -13 -14 15 18 -17 17 -19 -20 22 24 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0034219756536029199 -0.001357564247918646 0.0028881632349247871 -0.0085405823047756246 0.009072420560741843 0.0080487009064604091 -0.00059539314370618036 0.023877611158764557 -0.0042026120974709034 -0.00091653951493207242 -0.0038848085678085315 -0.043847618838921076 -0.0089853199564078473 0.028638470404654628 0.037864729526631176 0.00038270824531340994 -0.0033672009038048876 0.00038491815620481226 -0.014835614797225434 0.0036018078913877191 -0.0015973849456733663 -0.0071489135653726738 -0.011853477864155384 0.010126897305386543 -0.013742084113488385 0.00961014110705493 -0.02557418848261735 0.026235739136930461 -0.026349348658308392 0.0013714101407648041 -0.003716410227288529
leaf_count=46873 109090 6100 1947 7871 4229 11299 901 281 1071 2766 157 4739 785 139 22444 42437 4658 1629 8908 4759 6526 4695 2833 1844 1711 2471 93 531 43109 15035
internal_value=0 0.00427889 0.0423151 0.0532756 0.0264098 -0.00782747 0.11174 0.119453 0.140605 0.0689662 -0.112383 -0.0607443 0.424097 -0.00408731 0.0168728 -0.0259421 0.0516889 -0.0688268 -0.0202668 -0.0423128 -0.0681094 -0.0346097 0.0596051 -0.0101081 -0.17697 -0.231338 -0.452846 0.0691221 0.00274964 -0.0662558
internal_count=361931 252841 42146 40199 31100 23039 7001 8061 9099 6995 1228 16038 1066 210695 109975 100720 53160 6287 56815 47907 40315 28983 7592 24288 11332 9090 2564 2242 58283 15174
shrinkage=0.05


Tree=3602
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 1443 126 1022 140 727 382 507 789 395 841 1116 689 924 1252 978 1317 633 590 689 234 1450 1452 1469 1465
split_gain=22.1497 19.148 23.8403 30.9422 27.3403 47.6967 25.9044 23.5582 24.3856 24.8407 23.2576 27.3156 22.8923 22.5179 22.3363 23.5491 22.8373 22.0065 21.921 22.1262 22.42 21.8576 20.8908 20.7281 21.8944 20.6242 20.5276 26.4208 25.4011 24.708
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.593744732512876 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.0000000180025095e-35 1.0000000180025095e-35 0.65809631222906606 1.1248358748350926 1.0000000180025095e-35 1.2259052867616704 -1.2265353045382643 -1.1110989058077336 1.8999064755685127 2.4192096387169548 2.6375975511520715 1.3531462534988981 -0.96673487256783863 0.58895901036483078 0.86385367930994306 -0.89470958077722174 -0.67806027517800449 -0.58911782507014421 2.4543291550814752 -0.46623883335573857
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 7 6 21 8 14 -10 -3 13 -2 -12 -4 17 -17 -16 -5 20 22 -6 -20 24 -14 -24 28 29 -9 -28
right_child=1 10 3 18 5 -7 -8 26 9 -11 11 -13 23 -15 15 16 -18 -19 19 -21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=4.3334889862623958e-05 -6.1323019894998113e-06 -4.1620820829295624e-05 -0.00011737881531250004 -8.6204128933996892e-05 1.626887137352609e-05 0.0002586529386299877 -0.00016597977566647744 -9.2495629885771838e-05 0.00068536887776983219 1.444485505523029e-05 0.00024811538005003612 -3.7132504368635072e-06 0.0001840440797348033 -6.211402822930375e-05 0.0001055285800561959 -0.00095143406159405584 -0.00016061621023590167 -3.9725083384557929e-05 -0.00033747865210047192 0.00088504096851095245 -0.0013440452539600267 0.0003002243906546565 -0.00038586165093336552 -0.0001390666849433471 -0.00010300351581362851 0.00018126697035461377 0.00021425960916399169 -9.9983772365228623e-06 0.00045223125732440499 2.3580000321111076e-05
leaf_count=29559 48652 9447 33669 79939 14090 4123 4097 13543 372 658 5244 5700 7617 1127 5691 279 3934 36009 897 171 73 1401 505 1387 1527 3679 5428 34923 392 7798
internal_value=0 -0.0192913 -0.0246054 -0.035412 -0.0180234 0.0519575 0.00419618 -0.0309278 -0.0593675 0.264226 0.0415498 0.099748 0.0158977 0.193627 -0.0649029 -0.0344642 -0.203341 -0.018262 -0.0767993 0.0780554 0.0465963 0.0430136 0.0658491 0.10598 0.14292 0.128703 0.00147852 0.0235332 -0.0764251 0.107652
internal_count=361931 332372 310854 251671 166407 23711 19588 142696 80612 1030 21518 12071 59183 6371 79582 45913 4213 41700 85264 5325 5154 15491 5081 10531 9144 4184 62084 48149 13935 13226
shrinkage=0.000980392


Tree=3603
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 1443 791 858 927 892 836 701 377 691 925 1097 912 428 1317 583 556 557 1115 598 1381 969 712 1051 1021
split_gain=20.6243 20.4061 26.5682 27.9403 28.0437 46.4319 23.5453 23.501 32.0579 26.3533 24.2198 24.2035 23.3953 27.0227 23.3571 23.2513 22.721 29.5889 22.6938 21.8013 21.1898 21.018 21.4325 20.6323 20.5501 20.4468 20.192 20.2403 21.5217 20.0826
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.593744732512876 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 1.0342428102238199 2.4283205456421384 -1.077677565945242 1.4210717172751071 0.29073615932568342 1.0000000180025095e-35 0.56536575231373476 0.48481848852188064 -1.0211593192430943 1.3531462534988981 -0.99544907250003589 -1.1872183965669325 -0.82454127623603324 -1.8216650346947962 1.0000000180025095e-35 -0.92523599040117721 2.1158990288977795 1.0000000180025095e-35 -0.44770436352720083 1.0137768089431767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 7 6 19 -4 10 -10 11 14 -3 20 18 16 17 24 21 26 -14 -9 -23 -17 -2 -11 27 -6 -29 -25
right_child=1 12 3 -5 5 -7 -8 8 9 25 -12 -13 13 -15 -16 23 -18 -19 -20 -21 -22 22 -24 29 -26 -27 -28 28 -30 -31
leaf_value=4.3022162528242603e-05 0.00011331850385570079 -0.00015759298219594661 -4.9916165501744675e-05 -7.2258973032228519e-05 -0.00013455254775234424 0.00025710840723379256 -0.00015672975869998748 0.00058258725552486697 5.961316548249751e-05 -0.00026857181612833912 -0.0002185380310100281 0.0019982735145636717 -0.00017743737469236537 0.00027925894754690487 -0.0001196361259026556 0.00029886892046652373 0.00014313227882053987 -0.00020572923941762129 5.7566175525989899e-05 0.00029986193599326608 6.4144322241800736e-05 -0.0008203678008816594 -0.0001593165141027238 -5.9143966349536049e-05 -6.1468500960208349e-05 0.00039572012645371329 0.00036254791675578127 0.00020530060998806939 -1.9162018696317779e-05 9.8710535229825042e-05
leaf_count=29559 9320 2525 98610 85264 4670 4123 4097 156 9918 258 4238 26 1759 2307 8463 1029 10304 2883 17146 1401 14927 643 1430 24745 6175 1808 659 2774 5987 4727
internal_value=0 -0.0174226 -0.0229159 -0.0343296 -0.0178022 0.0531236 0.00595458 -0.0308769 0.0150553 0.113486 -0.0269382 -0.00420467 0.045389 0.0692512 -0.00663733 0.0198861 0.0664449 0.0148698 0.0349649 0.0429247 0.0398479 -0.232198 -0.319298 -0.0237326 0.0540618 0.329172 0.0165233 -0.00350348 0.0525303 -0.0343552
internal_count=361931 332372 310854 251671 166407 23711 19588 142696 44086 11984 32102 27864 21518 18993 27838 59183 28682 18378 19375 15491 16686 2229 2073 30501 15495 2066 14090 13431 8761 29472
shrinkage=0.000980392


Tree=3604
num_leaves=31
num_cat=0
split_feature=785 519 728 869 938 803 727 382 507 1052 666 609 789 791 712 804 872 896 353 564 813 774 470 923 866 689 590 579 120 760
split_gain=30.6674 21.3336 24.9554 30.0132 27.1764 28.1367 24.8548 26.4953 23.9811 23.7122 22.6399 38.3151 22.5183 22.0813 34.6238 24.5586 24.8689 23.3702 25.5145 22.9159 31.9493 22.4915 21.8598 21.7977 38.4181 21.0459 21.8968 22.2144 22.2022 21.12
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 0.65809631222906606 1.9092424108545902 0.45873907618427312 1.6285028476148826 1.1248358748350926 1.0000000180025095e-35 1.0000000180025095e-35 2.2521318533151415 1.0000000180025095e-35 0.13351389361957308 1.7080988603044525 -0.84605277249859834 0.44561103650162237 0.99662224155260482 1.0000000180025095e-35 -0.86449023226567734 0.5880156106821478 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.35315847874617967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 9 -3 12 -2 13 -7 -12 -8 15 22 17 -17 23 21 -16 -21 -19 -15 24 -4 26 27 -10 -28 -29
right_child=1 6 3 -5 -6 10 7 -9 25 -11 11 -13 -14 14 19 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=5.1857285701384536e-05 -8.3567403137242004e-06 -4.3402451834549588e-05 -5.7811586752888348e-05 -7.7481495736343427e-05 -6.7337886005425842e-05 2.6125532182012971e-05 0.00024914609009626774 6.5189854345977114e-07 0.00010867680093582136 -0.00017678653421594235 0.00035332535274657797 -0.00052582433396242525 -6.0742332493594583e-05 -0.00018604207733162467 -7.8821525855650023e-05 -6.1120828184472984e-05 0.00027723013583016699 -3.407989341337551e-05 -0.00034512490019395783 0.00018966091412338519 -1.6957566820447407e-05 -0.00020278696877674076 2.7435612793473792e-05 -2.4346940299574362e-05 0.00032771442036552022 -0.00013973982700246485 4.4165819883628587e-05 0.00013811695196950803 -0.00061346193504442962 0.00054018938868480185
leaf_count=29559 48652 9447 2682 85264 53095 3905 5244 5700 5619 5155 2432 230 1127 5942 3552 1670 2104 18194 1721 11021 4725 5020 5797 36909 2253 1511 849 1023 350 1179
internal_value=0 -0.0216762 -0.0272793 -0.0383199 -0.021217 -0.00235514 0.0424529 0.102529 0.0141177 -0.011903 0.13331 0.281926 0.19482 -0.00496525 0.0460564 -0.0271696 0.136833 -0.0381959 -0.0936654 0.0983132 0.130123 -0.072903 -0.0660491 -0.00508689 0.133437 0.10625 0.143551 0.184368 -0.128466 0.360572
internal_count=361931 332372 310854 251671 166407 113312 21518 12071 59183 106745 6567 2662 6371 101590 31037 70553 3774 66779 24935 19298 15746 23214 11739 41844 4935 10531 9020 7821 1199 2202
shrinkage=0.000980392


Tree=3605
num_leaves=31
num_cat=0
split_feature=1423 424 422 1383 411 743 1 1444 697 821 496 223 1380 694 1303 1449 252 1033 1065 706 911 1088 1138 14 1407 1268 21 1391 148 1331
split_gain=12.0646 15.5286 21.1585 19.0407 18.7078 17.7076 17.5492 17.407 16.8951 20.7841 17.601 17.2725 21.8222 16.3589 16.0656 18.2187 18.691 21.1842 19.6302 20.6553 22.4255 20.1162 19.6549 18.3634 17.7869 19.0497 16.9899 17.9163 17.2324 17.8698
threshold=1.0000000180025095e-35 2.0951681415121222 -0.68717475692435015 0.99816705984921594 0.63178908498744746 1.0000000180025095e-35 1.4992786061584547 1.0000000180025095e-35 -0.88941395333195583 0.81031915139461763 -0.24476630696038792 -0.019807802645427225 1.2891707712051399 0.67999168113419184 1.7160994611581364 0.71251893840138358 1.0000000180025095e-35 2.4207726968059338 1.0518754624258557 -0.82850117861974781 1.463305295443019 2.7639737144699819 -0.97354974662006588 1.3100495545509527 1.0000000180025095e-35 1.0000000180025095e-35 0.62211875780133752 -0.59848421551573738 2.5430336813150762 0.17354939776943237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 8 5 7 -7 13 -3 11 -11 -10 -13 -4 15 16 17 18 21 22 23 -2 -20 -21 25 -24 28 -28 -17 -30
right_child=1 2 4 -5 -6 6 -8 -9 9 10 -12 12 -14 -15 -16 26 -18 -19 19 20 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00010842600263168524 0.00016596403476022364 -0.029373247883432058 0.033533078920175576 -0.049868020586470857 -0.0015507426341490257 0.045066210887997282 0.15839048195219441 -0.038644877753586993 -0.022719959981843438 0.071302795582233278 0.0028511269648731343 0.0070155534054195312 0.11905544437383582 -0.030049054684232576 -0.010078842124018278 -6.3296643316808324e-05 -0.0044757486800697443 -0.020722004615131684 0.14860940817500176 -0.004425522336507998 0.045832859570782626 -0.03333941704699344 0.059720409857823592 0.028401422886541561 -0.012528410761841122 -0.0089539688009754436 0.033378066220987004 0.0064798685537040615 0.0076478254699726455 0.089395110856651694
leaf_count=287068 19511 283 345 198 433 236 24 97 453 117 103 279 44 83 4738 9400 33469 650 21 1428 159 353 199 238 113 90 406 1211 120 62
internal_value=0 -0.0337755 0.158729 -0.0944747 0.365529 0.577638 1.07801 0.333422 0.0216156 0.193947 0.81185 -0.0741502 0.444987 0.494997 -0.0409021 -0.0317415 -0.0515928 0.00679917 0.021931 0.229534 0.117029 -0.00754224 0.689852 0.0295283 0.579916 0.866496 0.0571352 0.261598 0.0130607 0.788576
internal_count=361931 74863 2695 1477 1218 785 260 525 1279 996 220 776 323 428 72168 67430 56231 22762 22112 2248 1825 19864 423 1666 402 289 11199 1617 9582 182
shrinkage=0.05


Tree=3606
num_leaves=31
num_cat=0
split_feature=785 728 516 789 579 451 506 639 591 852 1060 609 777 566 842 728 651 783 845 705 896 909 776 691 513 928 583 914 705 1253
split_gain=22.4379 18.1096 17.105 22.8903 22.2923 21.1617 28.039 21.0287 20.5586 20.5071 21.9203 21.0869 20.237 19.4721 29.0392 25.1849 27.7675 28.5298 25.8434 25.0542 25.6313 24.9754 23.3635 22.7061 22.3847 22.3793 20.9214 20.7314 20.4636 19.7362
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.1248358748350926 0.38369638209385348 1.4809802044803921 -0.33605752069368178 0.65993566508214252 -0.73065235057769284 1.0747610123934368 0.91783665606910081 1.6285028476148826 1.7992456391316625 2.1059719136688364 1.2953335127958103 -1.3163276726681863 1.1107569744011787 -1.0732212767954836 -0.072084357702997523 0.3847065924170836 0.13351389361957308 1.8548472908116371 3.0067083171443492 -1.0049336889296756 1.0454229551509682 -0.52992354128753727 -0.55326332990463356 -0.34434982066803238 0.80442862975119189 -0.86540534944112435
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 5 -2 8 -6 -7 13 -11 -12 -8 15 -15 16 17 23 22 29 24 -20 27 -4 25 -21 -26 -19 -16 -17
right_child=2 -3 3 -5 7 6 12 -9 -10 10 11 -13 -14 14 28 19 -18 18 21 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00011452938730664964 -7.0677415819691452e-05 6.2955515253295606e-05 -0.000684025976064529 -6.898544186750235e-05 3.1431830951856732e-05 -0.00016786047218580774 7.8942849577808732e-06 -0.00012944471969627015 0.00039010156667080767 3.0309273320766001e-05 0.00023063042175291987 -0.00042471678794295047 -0.00049682671991408019 0.00017005630766827492 -0.00042466311363762203 3.6350772376951943e-05 -0.00016360644120932483 -0.00010122494329498409 0.00016580664142886164 9.0721477624118154e-05 -6.3645456393701644e-05 0.00061950410147643782 0.00078667221621448922 -5.9175255498550114e-05 -2.0538732886824544e-05 -3.636269880160707e-05 0.00020811900972143209 0.00011121754474849278 0.00022851503355373533 -7.7825117592068198e-05
leaf_count=3396 92240 26163 416 23724 32125 366 7044 6480 1450 17336 4283 226 574 5206 684 11653 2431 3970 7986 10291 16992 519 161 1967 2368 19941 5312 4662 272 51693
internal_value=0 0.045808 -0.0181328 -0.00472334 -0.03971 -0.0597401 0.0467149 0.00940845 0.28149 0.00484114 0.0672794 0.200819 -0.0246629 -0.00547978 0.110644 -0.0116201 0.0569925 0.0849596 0.11465 -0.0257721 0.00796618 0.20354 0.0319222 -0.158774 0.0402985 0.0100151 0.138405 0.0152637 -0.22644 -0.0603085
internal_count=361931 29559 332372 192093 140279 101674 9434 38605 1816 168369 21845 4509 7618 146524 6162 140362 22112 19681 17298 118250 54904 8505 8793 2383 37912 30232 7680 8632 956 63346
shrinkage=0.000980392


Tree=3607
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 713 962 652 507 816 872 689 831 1450 1469 392 746 1430 705 575 909 839 1111 695 980 773 590 761 792 907
split_gain=29.7846 22.1268 26.2342 26.4577 23.5648 23.4645 33.138 27.0709 26.03 25.388 25.4816 23.8238 23.3161 22.1606 24.8504 29.5641 23.9551 24.0527 20.8379 20.5807 20.4838 20.4002 21.6668 20.6088 20.2594 20.7985 20.1396 20.7389 20.9172 20.1017
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.3714217264408297 -0.98896428961744431 1.0941628986121894 0.98567350059335823 3.0757328524286596 0.86385367930994306 2.1965197198778803 -0.35262914890079794 1.4550699066262183 4.2575473192899809 1.0000000180025095e-35 1.0000000180025095e-35 0.024944846130704988 0.68932268642900596 -0.74900495005853218 2.778493016390716 1.8910022628952046 -0.3285068501108962 0.40619131475872289 1.1880435139967069 -0.67541201360492764 1.9651948445941332 0.6540212943698811 2.5246176485371956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 5 -3 4 -4 8 7 26 21 10 12 19 29 -11 15 16 17 -15 -1 24 -19 23 -23 -2 -10 -26 -7 28 -28 -9
right_child=1 2 3 -5 -6 6 -8 9 11 13 -12 -13 -14 14 -16 -17 -18 20 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.7724113111394628e-05 -4.6412977970207646e-05 -4.7923573587496254e-05 0.00024953290979142049 5.0957362673839757e-08 -6.7250609599299867e-05 0.00016897951279072569 -0.00011086970899372247 -6.678252234691534e-05 5.6340370462670665e-05 -4.7435603311187618e-05 0.00022495174602940796 -0.00015137170088529733 9.5958017898752147e-05 -0.00017352955540233454 0.00034850285564655978 -0.001382137862271405 0.00012510372316465416 -0.00050017580511902066 9.1134944262132175e-05 0.00059133007666234427 0.000105936939136493 0.00048237238819324449 -0.00089746728771913746 5.5977496473334499e-05 0.00042059836549970114 -0.00014380025033799263 2.358646924608232e-05 0.0002544779836508425 -0.00015093244892767774 0.00018978600539548885
leaf_count=10630 34154 9447 5244 5700 1127 4403 45726 141401 4178 15939 1412 1282 4441 4694 1294 80 7325 328 18929 446 3735 615 66 13391 1425 347 16846 1471 4179 1676
internal_value=0 -0.0251655 0.0400807 0.10177 0.193915 -0.0308634 -0.0411446 -0.0306547 0.0108306 -0.0414522 -0.0557642 0.12512 -0.059201 0.012476 0.0652565 0.0420806 0.0480321 -0.0403163 0.0482551 0.175761 0.0686659 -0.0102036 0.37048 -0.0160635 0.141967 0.323536 0.0347674 0.00780569 -0.010341 -0.06498
internal_count=361931 332372 21518 12071 6371 310854 254950 209224 55904 182325 148930 7678 147518 33395 17456 16162 16082 8757 29559 6396 4063 48226 681 47545 5950 1772 26899 22496 21025 143077
shrinkage=0.000980392


Tree=3608
num_leaves=31
num_cat=0
split_feature=545 959 1094 795 705 470 1361 484 702 641 257 832 831 1469 427 633 395 1370 69 602 1176 1174 442 1051 1178 1122 131 355 572 321
split_gain=23.6613 25.5624 27.6305 24.0536 32.3941 26.1187 22.945 22.5061 22.8568 23.399 21.8742 31.636 21.394 21.3272 22.1041 35.004 19.9622 20.3396 25.6999 19.9028 21.23 19.985 19.3346 19.2953 19.3168 19.122 30.2502 18.608 18.1611 17.9824
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.29258408639884992 0.28191752204954684 0.66595742291584703 1.0000000180025095e-35 -0.38529859338704892 0.82247273120287534 3.9256961922190565 1.0000000180025095e-35 -0.07211987328566348 0.71922820897945428 0.28271063087949944 -0.51777360960278751 2.6267512487368179 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 2.6455866734826223 0.070992515369580692 4.967159382618811 1.0000000180025095e-35 2.3864150127511103 -0.22852731693287581 -0.89271532357928141 0.53634859910762867 0.96054973101507435 2.484705740533462 0.46728705763592832
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 13 10 16 19 9 23 -6 12 -12 -3 -15 -16 17 18 -4 21 -21 22 -5 -9 28 26 -8 -24 -25 -7
right_child=1 3 6 7 5 29 25 8 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 20 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.0468644150358404e-05 2.2548514110938952e-05 1.8245411689998148e-05 -5.9674065525326747e-05 -2.2471842013263261e-05 -1.196014603075269e-05 0.00019100070317709899 0.00031062906912690704 -3.0594448070982639e-05 -0.0001089252295131727 0.0006650423294353203 9.411685641728681e-05 -2.2760853867190931e-05 0.0002805143742011528 -0.00021214285203486043 -1.2380915402905472e-05 -0.00078994260982568471 0.00098512501498696447 -0.00029308000967569648 0.0012393766121587763 6.4192820882159716e-05 -0.0003847262378522494 -0.00085643517105652323 3.8423158394854857e-05 -0.00012608876234865166 0.00047331918650511662 -0.00010095493503967824 -0.00040427782047172185 0.00019152807991476708 0.0016250890754959189 -3.5793899137311325e-05
leaf_count=94059 13044 34694 733 23940 22772 9222 1354 46834 20167 239 9479 7767 3756 5028 12894 312 75 9327 108 771 1071 153 23701 683 722 12497 412 4237 25 1855
internal_value=0 -0.00471027 -0.0684004 0.00306707 0.027459 0.0646088 -0.12223 -0.0183753 -0.0463374 -0.0196575 0.0392695 0.0875773 0.150497 -0.01307 -0.0784956 -0.0307428 -0.241192 -0.255607 0.171568 0.0145108 -0.200211 0.0227521 0.0248107 -0.0232358 0.236492 -0.0676584 0.155818 0.0622941 -0.0461233 0.156432
internal_count=361931 267872 37550 230322 107779 54851 24506 122543 68670 48503 43774 21002 13235 52928 18234 13206 10243 10168 841 53873 1842 52031 51878 48264 1430 14263 1766 27938 708 11077
shrinkage=0.000980392


Tree=3609
num_leaves=31
num_cat=0
split_feature=545 959 1094 785 1361 801 112 200 21 1356 885 1450 830 51 705 1452 710 925 1449 266 288 50 1346 1052 1035 1458 1452 1452 1450 772
split_gain=29.8206 29.9743 28.1415 26.8513 23.9905 23.4554 23.8294 23.0937 34.2284 28.1152 29.9002 26.7011 26.0607 25.419 23.9451 23.9113 22.5165 35.0243 22.4475 22.2975 21.9979 21.703 23.2774 21.6268 21.588 21.4434 27.6673 25.3351 23.5766 21.1786
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.4302281316754546 2.2718117149406565 -0.97734522064874174 -0.13431221002227373 1.0000000180025095e-35 2.2685560401286238 1.3264365022561064 0.78234099439613802 1.0111847875080273 -0.15493602701248427 3.7880456279442689 1.3536697095467554 1.0000000180025095e-35 0.3746820073494514 1.8774517785392637 1.5105783451182 1.4829784501753427 2.1542447992662237 -1.564864261642205 1.295275712818357 -0.60497245824756685 1.8728009796554159 1.1550274867029908 1.5329759659609314 -0.88258992903621813
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 6 7 21 13 16 11 12 -11 19 -14 -16 23 -18 -12 20 -9 -5 24 -10 -23 26 -13 28 -27 -25
right_child=1 3 4 5 -6 -7 -8 8 9 10 18 25 14 -15 15 -17 17 -19 -20 -21 -22 22 -24 29 -26 27 -28 -29 -30 -31
leaf_value=-5.9716488272502165e-05 1.4390462059029335e-05 6.6679108636317122e-05 -0.00024733132490822537 -8.8836889857001901e-05 -7.4198284781490053e-05 -8.8357611682798198e-05 -0.00014394249668286331 8.9655662867414992e-05 -0.00067147664796812366 -1.0127683429510656e-05 -0.00011617561232629263 -0.00051276144263985894 -6.551862286750595e-05 -8.5032134617922788e-05 0.00021263373338761018 -0.0012776520923924192 0.00023736272453190208 -7.5064836104849376e-05 -0.00077829896342789559 -0.00017266342890180839 -6.5639330400492514e-05 1.8136862571657263e-05 0.0010731324464964089 7.4402354907936952e-05 0.00076363151754192725 0.00095070371688621956 0.00079712453529108248 -4.8375048746373125e-05 0.00033949760764523867 -6.2198345537874778e-05
leaf_count=94059 13044 24714 10243 23723 14263 17131 7988 45615 302 17857 875 291 1968 6300 5589 46 2987 3118 311 2008 4668 2137 99 6121 181 306 82 490 1046 54369
internal_value=0 -0.00858563 -0.0772797 -0.000174966 -0.131356 -0.00869463 -0.00168409 0.00265596 0.0119488 -0.0133214 0.0411648 0.055033 0.0348377 0.053889 0.136915 0.204698 -0.0389257 0.0822329 -0.293477 0.0687752 0.0770673 -0.0649998 0.12601 -0.0524807 0.0801918 0.268751 -0.195733 0.355185 0.494263 -0.0497074
internal_count=361931 267872 37550 230322 24506 205608 188477 180489 154349 95758 28861 27675 25460 58591 7603 5635 66897 6105 1186 52291 50283 26140 2417 60792 2318 2215 373 1842 1352 60490
shrinkage=0.000980392


Tree=3610
num_leaves=31
num_cat=0
split_feature=890 407 43 1235 21 565 548 277 852 1470 737 840 472 1050 220 647 1451 1455 1449 1455 1292 1229 482 1465 660 899 241 499 142 1041
split_gain=23.1599 28.7991 24.8969 22.3996 26.5803 28.4816 28.4915 27.3495 25.1579 31.0495 24.1632 23.0838 22.5948 21.7032 22.689 21.5 20.3129 20.283 20.2635 20.0084 26.3072 27.014 22.4214 23.932 22.1222 21.9456 24.0897 20.7793 20.6759 20.081
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 -1.24934742919911 -0.32341995197817647 -0.48628576117259498 1.0510833983642893 2.5833172578372339 -0.22706799479215015 -1.1298860701531226 6.1622826963741462 0.78049814275802964 1.3745030404662117 2.0594537109710127 0.14611072626698507 1.0471264925718051 0.75140231727557782 0.93792226267099765 1.1079199123424177 0.40822562400327617 1.0000000180025095e-35 1.0000000180025095e-35 -0.29418823804247007 0.56487967955244278 2.2546142313779782 -1.5570975892808641 1.0000000180025095e-35 2.8034404627290765 -1.0849432130270127 4.0741605880446778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 16 3 -3 5 15 7 -7 11 10 -10 18 -11 -8 -15 -5 -2 -14 -6 20 21 24 -22 -24 -1 26 -26 -27 -25 -21
right_child=1 2 -4 4 8 6 13 -9 9 12 -12 -13 17 14 -16 -17 -18 -19 -20 29 22 -23 23 28 25 27 -28 -29 -30 -31
leaf_value=-0.00032649017529801317 -0.00010067470942095479 -7.1858453831925018e-05 -0.00013445877564782901 -6.503423863727288e-06 -3.9867000058448238e-05 0.00010591549101542419 -9.2940227855532078e-05 -0.00043454922225443323 -0.00010909618615169055 3.9900378020790954e-05 0.0010711642925177536 -0.00014533750297894964 -3.1575229942649985e-05 -3.8205926618738436e-05 0.0014285284520628039 -0.0003123487977679705 5.7770790083076766e-05 -0.00031970453523925025 0.00013247133369219413 5.639766510465639e-06 3.2086686029605252e-05 -8.876968249601263e-05 -0.00011446593666399629 0.00048929145160086888 0.0023867156798401015 -0.0001365236448648636 -0.00070055059661966327 0.0024403620956363475 1.1979633601020451e-05 0.0013171325693350556
leaf_count=12370 31623 20993 8848 15258 33017 35396 6303 515 9401 74350 65 9510 8470 115 76 1421 5215 1517 3361 22545 15831 16237 23717 469 98 895 71 22 4158 64
internal_value=0 -0.00704038 0.00121133 0.00515433 0.0115892 0.0508695 0.0799883 0.10158 -0.00491192 0.0151193 -0.101405 -0.0484041 0.0285966 -0.0680721 0.647835 -0.0297607 -0.0752642 -0.0767597 -0.0230135 -0.0525366 -0.0749777 -0.149861 -0.0416047 -0.083029 -0.290201 0.245679 1.50116 0.000643531 0.068729 0.00972045
internal_count=361931 265454 228616 219768 198775 59084 42405 35911 139691 93803 9466 45888 84337 6494 191 16679 36838 9987 36378 96477 73868 29693 44175 28344 13456 1086 169 917 4627 22609
shrinkage=0.000980392


Tree=3611
num_leaves=31
num_cat=0
split_feature=545 959 1094 1361 51 550 795 705 781 277 1091 1361 359 488 613 402 1469 1466 854 797 485 1461 771 554 567 690 1443 1103 659 706
split_gain=12.6522 17.0889 27.2425 21.4943 20.6216 22.9226 21.1061 24.1156 21.7447 21.2624 20.6377 27.6317 20.64 22.1659 20.4997 31.205 28.693 29.9658 25.6816 50.6762 25.0454 23.6686 22.434 21.8424 20.9658 21.8207 20.755 29.3229 22.6998 22.5109
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 1.0000000180025095e-35 1.8613588887694643 0.29966714842153758 -0.29258408639884992 0.28191752204954684 1.0000000180025095e-35 2.4440299957706233 1.0000000180025095e-35 1.0000000180025095e-35 -1.304700858480331 -1.485959832546955 1.0000000180025095e-35 -0.92710518500779682 -0.96833047545424733 -0.26900033750946656 -0.87473648844905705 0.63961785378869596 1.7379254808594176 1.1536908680513307 1.6852846831943531 1.5970119897703554 0.41439340325635132 0.77355003351332263 -0.37623767839913169 1.4870550753895133 2.2359170208873898 0.052407175084604754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -3 10 14 11 -9 -12 -14 15 -8 17 21 19 -17 -18 -16 26 -22 -21 -26 27 28 -20 -28
right_child=1 4 3 -5 5 -7 9 8 -10 -11 12 -13 13 -15 16 18 20 -19 22 24 23 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0016115754027628449 0.0020495680280630283 -1.5880935030803957e-05 -0.011017846255351989 -0.0025548116144144635 -0.0091569619196123185 0.0098542075945035664 -0.010057259686764681 -0.0024950413063311366 -0.00016486285854192732 -0.011636652519161735 -0.017385752087887462 0.0061421191037588302 -0.032830301147922722 0.0081385968212095098 0.011288688831491103 -0.002818326099389415 -0.00061733166960494738 0.0008253696795403559 -0.0010316142921809937 0.022504445784392167 0.0076169664552959791 0.035921354896380049 -0.01647247644728193 0.04113723786450689 0.013082769856240193 -0.016985960226637346 -0.0014707012329226502 -0.012747657964725302 -0.012217772880890985 0.0056335903480469254
leaf_count=94059 13044 51132 10243 14263 6272 942 5735 9483 14995 2586 461 9449 211 18543 3079 4131 26495 3465 39169 1721 1767 481 1337 239 1013 363 11537 2953 2764 9999
internal_value=0 0.00216758 -0.0502383 -0.104059 0.00853348 -0.122121 0.011989 0.0352599 0.0678843 -0.00839295 0.0960698 0.0423293 0.145532 0.155882 -0.00439759 -0.0238864 0.0407339 0.161604 -0.0130715 0.10697 0.00696194 0.296141 -0.0270164 0.243057 0.301278 0.108075 -0.0216197 -0.0494121 -0.0335384 0.0336815
internal_count=361931 267872 37550 24506 230322 7214 223108 104274 53142 118834 38147 18932 19215 18754 116248 80722 35526 7025 74987 7228 28501 3560 67759 2006 3097 1376 66422 44886 41933 21536
shrinkage=0.05


Tree=3612
num_leaves=31
num_cat=0
split_feature=1166 407 284 570 1177 526 332 188 1454 1454 678 1449 1466 830 810 877 889 996 1022 1449 1466 1104 1114 956 69 823 1400 735 710 762
split_gain=22.5153 29.1957 25.5487 25.3586 24.7223 24.3237 23.1729 41.8561 28.1885 27.7199 27.4188 26.6294 26.4571 30.1779 23.2478 23.8451 25.0406 25.2071 23.1333 25.9743 22.332 21.9703 22.4267 21.0531 21.0415 20.9005 20.364 20.3468 20.2026 25.8994
threshold=-0.94772631485393388 -1.2965003005540392 2.2801252649837127 -0.66020926341496977 1.1288173896071474 2.3757057381457001 1.0000000180025095e-35 1.0000000180025095e-35 -0.91909735138557946 -0.95790485680940063 1.0000000180025095e-35 -0.075572632224640987 0.51364500316626394 2.043030077596129 -0.65819684525605759 1.0000000180025095e-35 1.3149075955530187 1.0565563832172893 0.67527595557081987 -0.52972057465151157 -0.39115731296020156 0.68514941835761056 -1.188739753900234 1.0000000180025095e-35 -1.2078211061955626 -0.277660549730326 2.2108722163943662 3.1554326354961759 -0.93799651660418903 -1.3064951600667458
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 26 20 6 7 18 9 -9 -8 24 13 27 15 16 17 -12 -3 -20 25 22 -21 -19 -11 -5 -1 -10 -16 -30
right_child=1 5 -4 4 -6 -7 10 8 12 11 14 -13 -14 -15 28 -17 -18 23 19 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.7059369211027856e-05 -8.5580875311394672e-05 -9.6734246330236468e-05 0.00029192909314220279 3.6128829247463974e-05 -0.00017901192194456949 -0.00014453744970976804 -1.933091772258702e-05 3.0883798819455413e-06 -3.2784685479957285e-05 -0.0011952063456583211 -2.3614944725855059e-05 -6.6846314389486382e-06 0.00011297617859731762 0.00025364165561573291 0.00032249794298292258 9.7842420987549091e-05 0.00020070997465073556 -0.00038849962648179997 -0.0001876696649374426 -0.00098100881309040903 -9.6095073875020149e-05 0.00051164494012625008 0.00011980846068030855 -8.395451231752179e-06 0.00087951908971394552 -0.00013720160614941605 -0.000288702895676864 0.00032456167402060713 -0.00020564198258124199 8.1255353489012604e-05
leaf_count=27523 34528 45445 862 21536 14698 7769 40558 871 38945 28 16453 284 8798 1727 1431 8389 1686 1563 1377 121 32865 654 2373 970 521 6452 1430 653 1653 39768
internal_value=0 -0.00480898 -0.0744957 -0.0482829 -0.0745008 0.00362239 0.00725516 -0.0197837 0.0196458 0.297822 0.0270542 0.564696 0.0103439 -0.0135841 0.0505141 0.00553005 -0.0316871 -0.0534242 -0.077799 0.0719139 -0.053705 0.180804 0.0802868 -0.24597 0.816599 0.000934091 0.0134434 -0.0264961 0.0815692 0.0732738
internal_count=361931 257427 35390 104504 75551 222037 214268 101797 51827 1704 112471 833 50123 41325 71913 29061 20672 18986 49970 4525 60853 3148 2494 2533 549 27988 28953 39598 42852 41421
shrinkage=0.000980392


Tree=3613
num_leaves=31
num_cat=0
split_feature=470 395 1367 1037 1030 369 428 909 363 1388 691 1045 705 763 634 277 1104 422 0 574 647 634 1464 1464 1451 1454 294 1079 284 900
split_gain=12.7364 22.0847 19.887 17.359 19.4585 17.223 16.7441 23.8015 19.0935 18.9238 18.7576 18.4996 18.0903 17.7039 17.7021 19.266 17.2948 16.7345 16.6237 16.4623 19.8047 21.2789 17.4043 25.603 31.9653 22.6489 22.2228 21.4274 19.8353 19.6046
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61047007421192445 -0.57096547134351472 2.2767728968969565 1.106599526467509 -0.61066473264206755 2.5595747715045802 0.29392446353077767 2.0236541423833865 -0.17013969273830343 -0.1653342156172363 1.4639918312762195 1.0728886063695022 0.68612349832366981 -0.33010797372270279 0.21300514271934423 1.8666154191533952 1.3289225955941006 0.6251511886302028 -0.87782724458594241 0.69964236191047335 -0.13737360038314356 -0.16600975687015471 -0.17514941140794424 1.3030628896944136 1.9938835252753238 1.9634214862007473 -0.051331712791455826 1.7038626030879909
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 8 14 12 -10 -9 -11 13 -5 -8 -16 -14 -7 -12 22 21 -21 23 27 25 -25 -26 -2 -24 -29
right_child=19 -3 -4 4 -6 17 7 10 9 11 18 -13 16 -15 15 -17 -18 -19 -20 20 -22 -23 28 24 26 -27 -28 29 -30 -31
leaf_value=-0.010166985689336282 -0.001308436089731723 3.2522406886626217e-05 0.0017333578353195694 -0.0038655622507685395 -0.022119981434344863 0.0029275795425598092 -0.0031250945207102867 0.032938903835278775 -0.021863328815644678 -0.02663359901924486 0.0062283948570693963 0.10075698627033043 0.028698220593442521 -0.021732008699714346 0.012258925862909165 -0.0020058143366303554 -0.015824634723483121 0.13690999126424516 -0.078105792791718726 0.014998039123115613 0.001739093441625361 -0.01370022773107113 -0.00084276353504437605 0.0017743714572853635 -0.039701278380659386 -0.045730818686671691 0.040357027856911393 0.0043517012138829161 0.0029496661267739452 0.029571864276599469
leaf_count=18028 85125 89543 11751 10581 1872 2075 23810 531 2837 40 370 34 445 1697 2907 3760 225 22 51 2167 29513 325 33225 1135 703 149 45 3299 35298 368
internal_value=0 -0.0217126 -0.0587429 -0.0799451 -0.0552382 -0.165797 -0.0473296 -0.0135919 -0.127021 -0.378908 0.375092 0.873692 -0.0860995 -0.114474 -0.0275873 0.0924622 0.31401 0.085043 -0.0597104 0.0067893 0.0512371 0.227308 -0.00294623 -0.0240379 -0.279773 -0.0712012 -0.680086 -0.0182709 0.0234948 0.141536
internal_count=361931 170579 81036 69285 49160 20125 47288 31429 15859 2911 952 74 12948 12278 30477 6667 670 2097 421 191352 32005 2492 159347 90824 2032 1284 748 88792 68523 3667
shrinkage=0.05


Tree=3614
num_leaves=31
num_cat=0
split_feature=545 959 1094 795 705 470 484 702 641 1361 691 257 832 840 1469 427 633 602 1176 395 1370 69 1035 1367 1174 765 986 766 488 1122
split_gain=24.3518 24.8006 25.1244 24.5367 30.8469 26.3621 22.0028 22.5492 23.0128 21.7875 21.6652 21.2983 22.5476 26.6281 20.958 22.0556 35.0548 20.0967 21.2319 20.0098 20.2897 25.5878 20.0085 19.9046 19.7549 19.6252 19.395 19.221 22.9343 19.1916
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.29258408639884992 0.28191752204954684 0.66595742291584703 -0.38529859338704892 0.82247273120287534 3.9256961922190565 1.0000000180025095e-35 0.34291078408764419 1.0000000180025095e-35 -0.10282351827283918 1.0414283294476887 0.28271063087949944 -0.51777360960278751 2.6267512487368179 2.6455866734826223 0.070992515369580692 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 -0.79960299853447958 0.61047007421192445 4.967159382618811 -0.60172953184802191 1.4725112985179385 0.90341309804775138 0.83485084128961984 -0.89271532357928141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 14 10 17 8 -8 19 11 -6 13 26 -3 -16 -17 24 -19 20 21 -4 25 -24 -5 -12 -13 28 -15 -11
right_child=1 3 9 6 5 -7 7 -9 -10 29 22 12 -14 27 15 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.1414477236792693e-05 1.8899229987908055e-05 1.8765738940023487e-05 -5.3951605343768004e-05 2.3363340470706051e-05 7.0199364575223787e-06 0.00015272787445982968 -2.324020664971353e-05 -0.00010880665093358915 0.00065886890917789991 0.00015470935281816203 -3.9105935672823847e-05 0.00025543500824002995 1.0850167092931554e-05 -2.9283038581355942e-05 -0.00021060356158527513 -1.1077737089980071e-05 -0.00078925064575604577 6.2162126648193403e-05 -0.0003866233955762271 0.00099431695144188174 -0.00028744307256831281 0.0012432821948156114 -6.9071504012801089e-05 0.00020902589058583972 -0.0008526897623328647 -0.00054695042307746611 -0.00019227480263826787 -0.00035723588012964204 0.0005885671601236393 -9.944447322856318e-05
leaf_count=94059 13044 34694 733 51878 18043 11077 48264 20167 239 1766 834 7515 5881 1456 5028 12894 312 771 1071 75 9327 108 6414 1455 153 839 467 556 314 12497
internal_value=0 -0.00500874 -0.0677482 0.00264941 0.0272795 0.0635345 -0.0190061 -0.046654 -0.0201568 -0.119163 0.0380797 0.0634838 0.117725 0.17725 -0.0122518 -0.0770911 -0.0294132 0.0135038 -0.202189 -0.23535 -0.249809 0.177352 -0.058845 -0.0131568 0.0217854 -0.298514 0.235152 -0.0245143 0.0867583 -0.0660376
internal_count=361931 267872 37550 230322 107779 54851 122543 68670 48503 24506 43774 34232 16189 10308 52928 18234 13206 53873 1842 10243 10168 841 9542 7869 52031 1673 7982 2326 1770 14263
shrinkage=0.000980392


Tree=3615
num_leaves=31
num_cat=0
split_feature=1166 407 526 570 284 1177 785 1466 21 1469 821 1454 852 727 21 333 57 208 1325 278 703 293 896 723 1037 704 910 144 923 852
split_gain=23.3072 29.8006 25.3685 25.1501 25.0263 24.7064 22.6628 22.4534 22.3266 40.0178 40.2995 28.8675 25.334 25.7495 24.8502 23.856 23.3295 24.7208 25.4115 23.188 23.2959 24.8744 22.9889 30.8504 27.1656 25.4082 25.5021 22.8122 22.5963 79.6989
threshold=-0.94772631485393388 -1.2965003005540392 2.3757057381457001 -0.66020926341496977 2.2801252649837127 1.1288173896071474 -0.86283290253235112 -0.39115731296020156 -0.32341995197817647 -1.1256941366283033 -1.0305144854359449 -0.91909735138557946 1.0747610123934368 1.0000000180025095e-35 -1.2689586617576902 2.9869920577443172 1.4243427035504792 2.0281345528622965 1.9315634833684829 -0.33021984181998049 -0.020956894314160982 -1.708196378441061 -0.43454379769620094 -1.0570063487222232 1.7478812758511832 -1.7328114229740241 -0.78962221895883722 0.51163097276020031 -0.86449023226567734 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 -1 -2 7 -3 -5 9 -8 27 14 22 -14 -12 -15 17 18 19 -13 -21 -22 28 24 25 -24 -27 -11 29 -10
right_child=1 2 -4 5 -6 -7 8 -9 12 10 11 16 13 15 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=1.3332849373860469e-05 -8.5040481474713396e-05 7.3361750975352004e-05 -0.00014637633629650273 1.5719432244643498e-06 0.00028846898168605385 -0.00017850091937152477 0.00015546742705549422 -9.5719167282488517e-05 -9.2888999854219881e-05 -4.9390551964972806e-05 -0.00075954929033080214 -7.8496059155493846e-05 -4.8361107135650639e-05 0.0001422486666745983 0.00034850431813753652 -0.00048392723076112184 0.00019761187007635343 -0.00030085450365032747 0.0002892487998808145 -4.0177062662139155e-05 0.0011201465642587752 9.204649199690759e-05 -0.00061764116791272207 -7.6929050615516032e-05 -0.00036736463419099189 0.00034394277935364848 4.9727813422028885e-05 -0.00028769113467635727 -9.2386067997857033e-06 0.00044335922542243766
leaf_count=28953 34528 22399 7769 27988 862 14698 9428 32865 3028 8075 132 11339 6206 9478 1872 283 3075 1393 1390 9522 110 13543 288 54325 624 1645 6054 3897 44166 1996
internal_value=0 -0.00363411 0.00488645 -0.0478739 -0.0740629 -0.0739903 0.00860034 -0.0531987 0.00069 0.0354545 0.00944952 0.0380599 -0.0159294 0.0628771 0.298394 0.127911 0.0250618 0.00879452 0.019321 0.00651928 0.0454439 0.102235 -0.0282253 -0.0573799 0.0613983 0.0949419 0.115267 -0.127051 0.0066404 0.143221
internal_count=361931 257427 222037 104504 35390 75551 214268 60853 191869 63776 54348 42376 128093 15967 2004 9761 40372 37297 35904 34514 23175 13653 112126 62936 8611 7987 7699 11972 49190 5024
shrinkage=0.000980392


Tree=3616
num_leaves=31
num_cat=0
split_feature=1081 404 1303 1039 1224 118 982 181 21 314 1015 740 796 558 1189 625 877 670 1036 215 1107 148 832 977 1456 1185 335 441 1450 842
split_gain=12.4233 26.7542 26.3604 21.6892 20.9783 21.2318 22.6004 21.6434 20.0732 20.1647 23.1753 19.9435 30.7766 32.4658 20.9577 20.8567 20.8442 22.2584 19.7665 21.2341 19.7201 22.5386 21.5698 20.4112 19.5943 25.4415 19.5782 19.3561 18.9899 22.1508
threshold=1.0000000180025095e-35 0.76881834321921005 1.0000000180025095e-35 -0.58133081579028334 1.0000000180025095e-35 1.0000000180025095e-35 1.8100084212245642 1.0000000180025095e-35 -2.9709283393608152 -0.6663054529374064 1.0000000180025095e-35 1.6535846841559774 -0.75739456769098112 -0.37408178855332103 2.7969044190499632 0.87379427276268884 1.0000000180025095e-35 1.2185539428497101 -0.040596067238006857 2.892522238250677 -0.25068678133146488 -0.64858401917587549 -0.95101171104356774 -0.36515884757700562 0.9901232371825377 -0.55348812853020368 0.76876521511279583 -0.90226645347154355 1.0705616865759604 0.78420440570363059
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 18 5 24 -7 -8 -3 -10 -11 -1 14 15 -13 16 -14 28 19 -2 21 -5 27 -24 -4 -26 -20 -22 29 -18
right_child=1 8 4 20 -6 6 7 -9 9 10 -12 12 13 -15 -16 -17 17 -19 26 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0005443333252998767 0.0051426391945028592 0.046277259319422677 -6.0150464014003983e-05 0.0025899463176996223 -0.0086493789364847813 -0.0069736431013280144 0.0017908549253161982 0.051381318818712031 -0.014712779631724682 -0.00048819884304650122 -0.0091250790849960704 0.0046878120525147447 -0.0064549224468741012 -0.01019228009991216 0.067169172351909667 0.021203094479815044 0.018382664847569744 -0.015830238401959774 -0.0045289089129100877 0.045085302784278664 0.035455783954162691 -0.0063072998808258703 -0.0051662087779607846 0.002623296059816517 -0.0065322705499998085 0.024167224175144521 0.042130313344818898 0.0073131905072509485 0.044246549758672114 -0.014819962276846333
leaf_count=214699 17069 89 10148 6401 10754 10747 427 191 4123 12743 9984 3153 3332 7966 49 507 785 393 4803 141 377 15588 7246 15769 605 1024 134 2155 180 349
internal_value=0 -0.0251145 -0.00835747 0.0175554 -0.0676582 -0.0294781 -0.110966 0.344062 -0.101429 -0.106618 -0.0779437 0.00450803 -0.0668873 -0.113391 0.117374 0.01176 -0.0302836 0.162915 0.0765989 0.11103 -0.0132158 -0.0714171 0.0299584 0.00635516 0.0385738 0.274682 -0.0637663 0.232784 0.28855 0.179787
internal_count=361931 130518 103579 69683 33896 23142 11365 618 26939 26850 22727 231413 16714 13512 3202 5546 5039 1707 22147 17210 47536 21989 25547 23015 11777 1629 4937 2532 1314 1134
shrinkage=0.05


Tree=3617
num_leaves=31
num_cat=0
split_feature=43 862 1402 927 1306 1227 1314 74 1466 352 966 833 572 221 703 742 1242 414 911 761 979 1050 276 1454 416 1178 578 841 424 777
split_gain=12.242 14.4504 16.6672 18.6533 19.2105 20.9661 16.9454 17.0474 19.3805 16.6118 16.0424 16.8071 16.7197 17.0308 16.0957 15.8617 16.6155 15.756 15.6698 18.7039 21.6533 15.4693 16.3831 23.1356 18.509 15.208 17.2655 15.0845 16.1676 26.3279
threshold=1.0000000180025095e-35 -0.97446007815901359 1.0000000180025095e-35 -0.52063349094089262 2.3107548394452233 1.0000000180025095e-35 -0.64595337092198213 -0.35746450943829583 0.37063072028450655 2.3499080807081874 -1.0289536892843025 -0.85013239452212064 -0.3659871973374807 -1.4609661180576683 1.2180540057381479 2.3432681406969613 -0.33027187251922346 2.1312652237773255 -0.59987901206762684 1.7526374927605652 1.3951372036525076 -1.6906656226380588 -0.0099455186942188096 0.95531609900580594 1.271782490784074 -0.048103672105774549 -0.87905496296652397 -1.0985710562319337 1.4633318303023313 0.079145801648883643
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 10 27 15 -5 11 -1 14 -14 -12 18 -17 -10 -9 20 21 -20 23 -23 -24 -15 -27 -8 -29 -30
right_child=-2 -3 3 9 5 -7 7 8 17 -11 12 -13 13 25 -16 16 -18 -19 19 -21 -22 22 24 -25 -26 26 -28 28 29 -31
leaf_value=-0.008092998141946528 -0.0017528714471653753 0.00021978148643944266 -0.003419752926389864 -0.0199473893846683 0.096682726573063982 -0.033158234972584404 0.0051098114304518613 -0.016278838802692392 0.022384820062522376 0.042067084573494597 -0.043782753165700405 0.04586577588876653 0.081508539126156895 -0.025371490749068651 0.010729120655127513 -0.021122415675207139 0.10843255676172379 0.11822161537594399 0.066060342728102781 0.046441290191912038 -0.053230647689469363 -0.016968242069833495 0.024732438396355493 0.053723015505692841 -0.046605467403635623 0.11099149341135171 0.0019038542532216875 -0.02130875701036206 -0.014760531581214143 0.11903963156167968
leaf_count=294 74777 275891 1327 2387 66 36 1020 651 631 68 614 161 44 602 113 27 34 23 54 123 110 644 527 67 64 23 393 1053 75 32
internal_value=0 0.0014382 -0.0897144 -0.22981 0.0208327 1.12726 -0.0190882 0.0532568 0.16871 -0.361626 -0.228237 0.215758 -0.353771 -0.125804 -0.680635 0.0588088 1.25206 0.518522 0.0241559 0.14435 0.0584088 0.135523 0.0797606 -0.1806 0.361354 -0.199175 0.189638 -0.124194 -0.327344 0.618989
internal_count=361931 287154 11263 3884 1429 102 7379 5135 2955 2455 2244 455 1789 1062 727 2301 61 654 2240 1589 1466 1356 1302 711 591 1018 416 2180 1160 107
shrinkage=0.05


Tree=3618
num_leaves=31
num_cat=0
split_feature=785 1309 62 21 294 614 76 365 269 1045 1088 1184 846 1041 1462 77 476 734 907 158 1050 1181 12 346 1459 1462 1467 703 1463 813
split_gain=24.9242 20.1739 23.5966 23.356 23.0804 26.666 26.4884 22.737 22.4403 21.893 21.4786 20.5991 22.6855 19.4829 19.4126 20.1049 19.345 19.8097 21.819 23.1443 23.0738 20.4549 19.0111 18.8192 18.8041 22.3911 27.1315 22.5866 24.4801 23.4509
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -2.7818205974049124 -0.078187856073200182 1.0000000180025095e-35 0.6057866093897768 1.7886704068378352 1.0000000180025095e-35 3.6828392230247013 2.7639737144699819 0.32136284863636239 0.35885439231009797 -1.3556851883446164 0.23315867714148311 1.0929599279503071 1.1361236590950645 0.85494804639094091 0.60734054775592716 -0.03476977395467034 -1.3956054720241469 0.20498346081528948 1.8639264204075874 1.8146883021130515 0.40413748344094969 1.0000000180025095e-35 3.465979725750937 -0.51887716255948124 0.040494202082528748 2.1641256470006294
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 16 -6 9 24 -9 13 11 14 -13 -7 -3 -16 17 23 19 21 -20 22 -19 -4 25 -5 27 29 -29 -27
right_child=1 10 4 7 5 6 -8 8 -10 -11 -12 12 -14 -15 15 -17 -18 18 20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.3122780619700917e-05 0.00043619413386834468 -4.551400357108736e-05 8.9195221609168427e-06 -4.8821829498289818e-05 -0.00014744723433095114 -0.00040637967695746741 -0.00016896779294184571 -0.00013260790138929749 -0.00049128381637292566 0.001243939178936963 -0.00023714750297066024 6.8017151766987306e-05 -6.4511076476919232e-05 1.0432421588602768e-05 7.2195253601080041e-06 0.00020509129399301647 -0.00011735070530232346 9.8263376140209465e-05 -0.00056044991444566792 0.00020208163001164049 0.00030683531983065034 -0.00019320491074137556 -0.00036394312831650069 -0.00016751642160625648 3.5559837711160855e-06 -0.00028185093413957948 0.00050975230251339783 -0.00018116268315456404 2.5660272523689828e-05 0.0013114273497182643
leaf_count=29559 450 40390 56133 53641 16221 800 5664 5703 1590 70 1821 32004 8124 26787 12684 2520 5895 4525 206 3244 2738 2195 479 3913 21295 8284 276 9285 5395 40
internal_value=0 -0.0232624 -0.0365119 -0.0661844 -0.0162096 -0.0578124 -0.0238296 -0.0690562 -0.219162 0.00493756 0.00236076 0.00670243 0.0446816 0.00160242 -0.0205522 0.0442096 0.00764469 0.0179219 0.0944396 0.0474841 0.265752 -0.021045 0.0571184 -0.00100602 -0.0594837 -0.079514 -0.146247 -0.157954 -0.101261 -0.274487
internal_count=361931 332372 234829 105959 128870 49542 33321 105509 7293 27657 97543 95722 40128 27587 55594 15204 79328 73433 13387 10443 2944 7199 5004 60046 98216 76921 23280 23004 14680 8324
shrinkage=0.000980392


Tree=3619
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 714 588 906 689 827 513 746 1241 869 840 566 1246 497 697 696 1452 843 909 14 1037 909 728 487 638 494
split_gain=26.8739 20.1705 20.8252 27.9146 28.3272 21.4782 42.2149 35.1755 27.767 26.0829 24.4423 32.362 27.2392 24.3757 24.3624 25.7743 22.4169 22.0445 24.2928 21.8793 21.0648 20.5279 29.8028 20.3385 20.0785 19.9615 19.8972 19.8924 23.8305 22.6018
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 -0.36836247429892682 1.0454229551509682 3.6288968102052546 -0.67919258870259713 -0.57653763495970078 1.593014926627095 0.75597511057269628 1.9516735866435488 0.6154197817996786 1.4714256445119207 -0.53099574388912829 0.62995620057108082 1.3432257833730323 2.1724709440816965 -0.8276273656395855 1.9024710589974962 1.1137254331814999 -0.49008176997875957 0.17305322804864301 1.6394064539741187 2.6428837823394145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 5 -4 -5 9 7 8 -7 20 -8 -12 -13 16 15 17 -10 18 24 -17 -2 25 23 -23 27 -15 -1 28 -11 -30
right_child=1 -3 3 4 -6 6 10 -9 13 14 11 12 -14 21 -16 19 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0001196671106311005 5.2917662831010417e-05 -5.277820935651303e-05 -0.00011430067837477833 -0.00012233186529024307 9.6497197855808419e-05 6.8760229365832424e-05 4.9406545370942377e-05 -9.8742346593418961e-05 6.888507705967883e-05 0.00014160249599776099 0.00042005216955420902 -0.0017058763443207928 -2.1018553369790277e-06 -5.4589037502471366e-05 -0.00021392951535549514 0.00020045649741920604 -0.00038464056995656914 -8.728866034178907e-05 -0.00014204761868778719 -0.0001556341899666513 0.00025254583363195368 -0.00027138840411449676 0.00038233605604458753 3.1171915804672416e-05 -0.00019863313857094273 -0.00017504948332289051 6.6053858105568847e-05 1.6978849157130095e-05 0.0004304509772970106 0.0020668816080018906
leaf_count=3396 12510 99935 4773 3371 21461 13971 7061 46178 12339 9413 1548 55 142 48977 2789 861 626 5513 2797 6844 2975 1429 932 8170 1086 8439 26163 7236 910 31
internal_value=0 -0.0217896 -0.0111715 0.0426168 0.0709139 -0.0198666 -0.0340468 -0.0447724 -0.0207694 0.0196488 0.105482 0.325834 -0.457245 -0.0374332 -0.0139047 0.00302257 0.0508307 0.0373388 0.0721226 -0.112429 0.0964424 -0.0552613 0.0320294 -0.0053356 0.100588 -0.0735089 0.0480961 0.119637 0.179073 0.511575
internal_count=361931 332372 232437 29605 24832 202832 149867 141061 94883 52965 8806 1745 197 80912 37480 34691 12965 26986 21473 7705 15485 67947 10531 9599 18676 57416 29559 17590 10354 941
shrinkage=0.000980392


Tree=3620
num_leaves=31
num_cat=0
split_feature=785 544 225 1460 403 414 1458 595 1191 900 270 79 702 519 713 925 566 910 974 962 761 701 376 565 375 692 911 660 1174 1038
split_gain=12.3993 13.6226 14.0292 14.3905 14.6228 14.567 14.4531 26.385 14.0838 15.3072 16.5077 13.7336 13.5156 13.3285 22.8947 24.4185 22.3769 25.9383 21.8339 21.6153 23.2636 20.9087 25.1129 21.0024 20.0739 24.4598 21.8819 20.0634 24.5743 19.9877
threshold=-0.86283290253235112 1.0000000180025095e-35 2.8931736337727521 0.9504607190545632 3.308905084405207 0.5431323482214967 -0.51735096401482072 1.0000000180025095e-35 -0.20529563452094882 0.93273148661238536 0.50517923249725027 1.2660816133134405 1.8904895696294106 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.85763149634800806 1.8852246464492253 1.5518542737599568 1.3714217264408297 2.4130835502434373 -1.077677565945242 1.2189113891555967 0.84547898493940077 1.0591309280498242 -0.88210545541213692 1.2140889731496538 -0.72421686037558375 -0.03062072328310932 1.2631675394475685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 10 -5 -8 -7 14 15 -2 18 -18 -17 20 27 -15 24 -24 -23 -26 -27 28 -16 -22
right_child=13 -3 -4 5 -6 12 11 -9 -10 -11 -12 -13 -14 21 19 16 17 -19 -20 -21 29 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0021919589972255646 0.0038460073095658446 -0.0019583887367444269 0.026070046829000611 0.0038942544991380531 -0.035136903194616771 0.02564630578418289 0.0072647602753698028 -0.073938386803658551 0.024342311123506592 -0.073863179388945974 -0.10581016731365767 0.043415355986142531 -0.042321337767143634 -0.0077004348046807074 0.0027110665061664046 -0.00044123975745413886 -0.0093490158513657579 0.020062818503176063 0.011802290061642009 -0.0041483300908972615 0.0033477208778010972 -0.00039087331449474814 0.0076114577797769872 0.02962387920278859 -0.028324889555427481 0.016553913642123341 -0.00272795653942365 -0.0016993233841170686 -0.0025099305018737085 0.021456046925034097
leaf_count=18104 26998 8361 310 237 127 822 1124 67 165 49 21 134 38 2525 32641 21244 5395 396 1871 45726 4329 12710 2429 595 209 2201 849 152651 18712 891
internal_value=0 0.038295 0.0675975 0.0604978 0.0385798 0.213639 0.100132 -0.208011 -0.0145585 -0.316103 -0.0894708 0.228997 0.452722 -0.00942504 -0.0138839 0.0275427 -0.0186871 -0.144677 0.0134612 -0.0241212 -0.0156355 0.0414876 0.064109 0.243058 0.0309921 0.175642 0.219212 -0.0197266 0.0184759 0.134674
internal_count=361931 29559 21198 20888 18231 2657 1797 539 472 307 258 1258 860 332372 310854 55904 28906 5791 23115 254950 209224 21518 18993 3024 15969 3259 3050 204004 51353 5220
shrinkage=0.05


Tree=3621
num_leaves=31
num_cat=0
split_feature=253 1465 1465 21 1452 1465 1449 1449 1465 1456 1452 1457 1469 1457 1467 1456 1450 1455 1466 816 397 955 1465 1452 1467 1458 606 1116 1452 1452
split_gain=12.2518 17.2046 36.7083 27.2276 25.3807 48.5525 40.9929 35.8539 33.9959 30.67 29.7573 40.6871 29.63 29.3139 28.5139 30.7751 36.838 27.2323 30.2944 29.1393 25.3621 25.031 33.4232 34.6202 27.4614 23.8388 23.6619 23.232 23.1957 41.6469
threshold=1.0000000180025095e-35 0.37973282798721492 0.42261052687510853 5.6334739196327623 -0.63504016340352343 -0.20798260678681882 -0.59058716400980049 -0.63948407217010261 -0.16063340327381712 1.6651900077780224 -0.6197434389686084 0.098295273847439121 0.21976516640987695 0.68635126017805159 0.64485013760597287 0.82504800527607469 -0.21684755467505576 -0.28786562132783694 0.55448474501259393 2.9000507500104784 1.0000000180025095e-35 1.0000000180025095e-35 -0.41120921193798426 0.85148356494928035 2.7970633290015203 2.0863113560201221 1.0000000180025095e-35 -1.0477340759045499 -0.37083480438412358 -0.36594460794295663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 20 7 12 9 13 11 -6 -7 -8 15 16 17 18 19 -10 25 28 23 24 -23 27 -24 -1 -12 -30
right_child=-2 2 -4 -5 10 6 8 -9 14 -11 21 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0080668427643050458 -0.0012458607377444381 0.017758404629578693 0.0014099671540442845 -0.098794529961338404 -0.023940087882094022 -0.00058152901444685279 -0.045784402436711051 -0.046261263376105533 0.012150708187348196 0.021891155472584346 -0.0028626132612601506 0.012393890229931858 -0.024018895977199251 0.0038640481599076315 -0.0086105283496548338 0.030603493492466674 -0.0064392865464254993 -0.0030638550849778137 0.055811094492779267 0.11734818774263654 -0.0013178575769829341 -0.0050559080022202531 -0.0055153508597071826 -0.017472735951848662 0.045362468659927727 0.023067700675754178 0.0030370054633083051 0.0064636611485791411 0.041984339055715553 0.00098252879323493724
leaf_count=1824 130126 2042 48806 22 1813 1747 607 488 1827 161 25572 562 1349 231 2375 538 2681 1179 210 26 7568 16254 7670 4264 113 848 11796 20732 275 68225
internal_value=0 0.00464073 0.0408708 0.327537 -0.00611991 0.0407983 -0.0757163 -0.295603 -0.00194143 -0.419766 -0.0220189 -0.291621 -0.205903 -0.622319 0.0410597 0.118992 0.0693167 0.232227 0.380357 0.281459 0.0891874 -0.0176756 -0.068977 -0.140019 -0.0910684 0.125262 -0.000699715 0.109965 0.00183333 0.0234993
internal_count=361931 231805 50870 2064 180935 44391 13419 3584 9835 999 136544 2375 3096 838 8836 6461 5923 3242 2063 1853 30972 134169 40097 20631 16367 23404 19466 22556 94072 68500
shrinkage=0.05


Tree=3622
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1117 807 858 12 1104 759 1389 828 629 1148 1370 578 291 1082 491 629 434 564 1315 1456 626 221 562 880 896 831 493
split_gain=12.1329 24.829 18.6237 16.0301 16.2727 15.9617 16.8462 24.3731 17.5572 17.3469 18.3695 16.4044 16.9944 16.2974 16.637 21.6949 17.0685 16.7708 16.6491 18.1278 18.9042 24.9571 16.891 15.9582 15.9087 18.9925 18.8744 18.6415 20.0045 21.8498
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0007360560485064 3.5737384174799574 1.0825608069246189 -1.168568928484395 1.7516400174464002 1.2368337874487521 -0.14654142980912785 -0.76830287623457327 1.2398949723952797 0.85514867284464147 1.7737799021787686 1.8517742352982574 1.2284634863095516 3.3603953017370478 -0.0074439429545828098 1.4343414171511009 0.30528335906006826 0.090788985409792536 -0.67401065305867036 5.6068634316437889 -0.72860298360303677 1.935659366748363 -1.2617484020160561 1.0000000180025095e-35 0.88481600148882278 0.31487470599641615 -1.0019762361185511
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 13 7 -7 9 10 11 12 23 14 18 16 -16 -17 22 -20 21 -21 -4 -8 27 -26 -27 -5 -29 -30
right_child=3 -3 5 24 -6 6 8 -9 -10 -11 -12 -13 -14 -15 15 17 -18 -19 19 20 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0034739268467617948 0.00087189548866935479 0.00013981782645594329 -0.0043060829652303342 -0.0015911077673424262 -0.013454102366167071 0.017958249526013867 0.073810593861569559 0.13099332834642449 -0.022303332452352151 -0.0047616641559820004 0.0031431139001158979 -0.025263739656171586 -0.0081574626673739051 -0.01377461401614352 -0.022133016092298546 0.037994312761928495 0.049629010967713778 -0.028150188110870247 -0.00027319395327705595 -0.014361177575373283 -0.0044625235344266769 0.05062754607790762 0.025044976801426668 0.027778546576394406 -0.047206779549147253 0.017090405867199353 -0.015337800660002338 -0.015910120228986541 0.041484319628092403 -0.0041438752573013755
leaf_count=4504 166099 89418 52366 25026 1253 375 134 20 479 2549 1803 82 113 5134 2997 250 44 111 2245 140 300 442 267 333 77 1142 286 2845 143 954
internal_value=0 -0.0209301 -0.0603404 0.00691358 0.0156654 -0.0747172 0.0425653 0.553101 0.0104567 0.0502332 0.184317 0.511128 0.639843 -0.0898665 -0.0788312 -0.298266 -0.399729 0.349063 -0.0687351 0.108942 0.431459 0.713671 -0.0817873 0.830001 -0.0411444 0.174625 0.227197 -0.0537018 -0.207256 0.0533043
internal_count=361931 164106 74688 197825 167352 70184 5888 395 5493 5014 2465 662 580 64296 59162 3402 3041 361 55760 3127 882 582 52633 467 30473 1505 1428 28968 3942 1097
shrinkage=0.05


Tree=3623
num_leaves=31
num_cat=0
split_feature=612 699 76 1315 1041 485 347 1042 638 206 993 1363 1246 494 33 279 285 1395 84 489 768 1469 697 563 189 1457 1467 1449 1463 1457
split_gain=12.1408 14.6743 19.5748 20.9677 19.6182 19.4154 17.9636 18.4519 17.6211 17.565 17.0167 17.4383 16.7157 16.4926 16.4571 18.8764 18.0425 16.3055 16.7265 16.2994 16.2167 16.0375 15.6484 16.2014 15.2952 15.7344 25.6276 49.5 32.8814 61.6281
threshold=1.0000000180025095e-35 1.0515789206008181 0.20395622839017283 3.118308738984918 -0.40253240457556078 -1.2287756099797595 -0.13118425071047266 0.14397445500296405 0.23664434564496203 -0.38178097583291876 -0.89727091510114898 2.1958782074693541 0.83160157375218402 2.6428837823394145 0.63246223957718284 1.3203515675758866 -0.66261892734807015 -0.12855619894375883 -0.53337527885953617 1.1380967527897887 2.3610554951941536 1.3803221675685415 0.56605511912519135 0.11180078537660078 2.7059755265676442 -0.18238571527943001 -0.31819417591303473 -0.48085314393774437 -0.02432504473031508 0.078020128969186059
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 6 5 -5 7 20 -6 13 11 17 -8 -4 -14 22 -17 -9 -19 -11 -3 -22 23 -16 25 -1 28 -28 -27 -30
right_child=-2 2 9 4 8 -7 12 10 -10 19 -12 -13 14 -15 15 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.00041978897306434529 -0.0022982635589128401 0.0050004965697574835 -0.00084790447553450643 0.060058036744302594 0.070390184749313342 -0.023610975633970702 -0.0017465634409067586 -0.011726272540108849 0.0027809042815382097 -0.0067242668858428145 -0.0067169434510446907 0.14211145868935948 -0.018025906444090439 0.049988080642078728 0.05491377146864488 -0.010224596269829519 0.10720130068668576 -0.033725521908635571 0.043962076662760523 -0.021450766868435833 0.022992335243993925 0.10703158596452772 -0.025840329521481055 -0.018885912466756173 -0.0095960386504060479 0.00071663546195494465 -0.0047519991498291055 0.0019041947955777548 0.015877038471287352 0.002707677600499718
leaf_count=148182 45494 7647 5608 52 136 178 11626 331 97 9574 3904 20 1940 78 87 29 35 61 259 1408 212 35 225 68 3069 29184 21252 49384 6203 15553
internal_value=0 0.000208646 -0.0411885 -0.0042609 0.504914 -0.0392437 -0.0126446 0.0537775 0.95803 -0.11218 -0.0762486 0.324724 -0.0686106 0.00171305 -0.257859 0.146742 1.21617 0.249796 0.624812 -0.172541 0.117997 0.727498 -0.073383 0.457308 0.00628457 0.00780141 0.0270422 -0.00121278 0.0663478 0.131851
internal_count=361931 316437 43610 26942 463 230 26479 12469 233 16668 4575 671 14010 5686 2384 444 64 651 320 10982 7894 247 380 155 272827 269758 121576 70636 50940 21756
shrinkage=0.05


Tree=3624
num_leaves=31
num_cat=0
split_feature=1459 1449 1449 1449 1470 1450 1451 1465 1455 1453 1458 675 1467 1465 1462 1458 1463 1462 1451 1458 1464 1466 1451 1460 1467 621 1450 1457 1459 1455
split_gain=11.9311 27.0528 44.6253 41.8345 30.0111 28.5635 33.0432 28.949 28.8479 36.8551 29.2567 30.1238 28.3688 33.2487 32.0012 30.5436 26.2768 25.8368 25.7027 38.0603 43.4998 35.4199 28.1655 26.0559 25.2286 24.3571 23.4573 47.1473 31.4593 25.2412
threshold=0.40413748344094969 -0.32183734465273589 -0.28903415273037497 -0.41360575089286639 0.360274951809401 -0.28900078866492313 -0.014448310177426709 4.1805237560306479 0.75934798726561159 1.0524367085687503 0.68465967500769709 0.44359160413691395 0.052368138980887803 -0.17812979263601394 0.33429654125592945 -0.4840465965134057 -0.36062076265590187 2.5899815736749394 -0.2263619558997208 0.22895049099019518 -0.30759560755985199 0.048793375953514358 -0.090383894447727778 0.43899979083660984 0.37373038027810929 -0.81043336704085289 1.0909351122468025 3.9189526428767678 3.9622612253260763 0.039376290032484627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 24 5 -4 7 16 18 9 26 -11 -12 13 -5 15 -14 -7 -6 -2 20 21 22 -20 -22 -3 -23 28 29 -8 -28
right_child=1 2 4 12 17 6 8 -9 -10 10 11 -13 14 -15 -16 -17 -18 -19 19 -21 23 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00058082138257917236 -0.0086426486526223062 -0.041149373185974364 0.00085979494733385219 -0.0080946331801969307 -0.0097283431437626827 0.017928925303406684 -0.010584933230062484 0.058154229471329283 -0.012868982213876985 0.027942121011825707 0.011136117499309081 -0.049683562495730561 -0.034114987200491477 0.029408706885067439 0.0088123020470411966 0.044369081276685735 0.004264077558771842 0.064842279485959858 0.065826274298667664 -0.0091717993008850317 -0.006538727192709236 -0.044305076951690378 0.02357103069681761 0.018642409923034932 -0.008322397024429171 0.013169138451947114 0.022289165453069151 -0.049968021916034444 0.034845157258776169 -0.014606438546272422
leaf_count=282535 5603 684 41900 1035 5002 3441 3050 74 1742 1021 389 129 76 418 808 736 3449 47 217 2724 2167 157 560 691 825 664 1097 170 191 329
internal_value=0 0.0204284 -0.0135608 0.0728363 -0.002145 0.0441427 0.10899 -0.0382487 0.00993001 0.0780542 0.355315 -0.0583874 0.31686 0.0748614 0.503343 0.778906 0.220494 -0.175112 -0.0484831 0.0400367 0.164908 0.455813 0.760183 -0.00599018 -0.437891 0.0964247 -0.0272394 0.185255 -0.14789 0.305366
internal_count=361931 79396 48458 30938 46949 27865 15008 12857 8118 6376 1539 518 3073 1453 1620 812 6890 5049 12783 7180 4456 1598 777 2858 1509 821 4837 1596 3241 1426
shrinkage=0.05


Tree=3625
num_leaves=31
num_cat=0
split_feature=1431 1468 290 1251 697 833 225 1120 1122 1462 1453 973 294 225 1469 696 422 971 354 1466 693 414 1452 80 57 418 1429 359 1316 1173
split_gain=11.9033 15.2727 16.0789 19.1257 17.7376 17.0861 17.3001 17.0466 18.593 15.596 18.3366 17.5411 17.372 20.9356 22.038 22.4107 26.0664 18.7224 21.9448 17.0785 18.4886 16.6689 22.0172 16.9934 16.6204 17.9834 16.3274 18.6347 22.0156 18.6628
threshold=1.8641952677858011 1.3991069528470244 0.38724543041730997 -1.3083614942418802 -1.5483861711767273 1.7723796201319213 2.8931736337727521 -1.5111269284575424 -0.25289717248518029 0.98265469342123901 0.4143297477252143 -0.40465566587556562 -0.0056844375729755911 -0.038497714285164415 0.85315390263545321 -0.21815872869183803 1.4649937162488611 0.011531918102351959 -0.52260100868140769 -0.29510869058529848 -0.044281156689210725 2.3269858246380788 -0.76841635434299438 -0.3594386159541752 1.0000000180025095e-35 -0.23618053150681614 2.3786855490508545 -0.70421468874217263 -0.70709794100245082 -0.044883668542671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 9 -7 -2 -9 10 12 -11 13 21 15 17 -17 24 -19 20 -20 23 -23 -6 -15 -26 27 28 -12 -30
right_child=1 -3 3 -5 5 6 -8 8 -10 11 26 -13 -14 14 -16 16 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-6.566508446579394e-05 -0.043245282803524618 -0.017817268133027763 0.027998559678498625 -0.010926450852067223 -0.018249840286540749 0.016576772114222954 0.13376969054120044 0.071904921575262182 -0.0072673700169397747 -0.044560134590892725 -0.0087849142699798332 -0.0058329642660305114 -0.013462587495244972 -0.021775417115530459 0.04676100691506456 -0.023966828234339405 0.094074736766557407 -0.0169426553982105 -0.057005728502374356 0.14284322087356341 0.10768898758979471 0.13684485153300482 0.0061707946265682836 0.0018637757768608272 0.077699600217990175 -0.023445724315911031 0.14160353640278928 0.0018452860849349423 0.024026665056701701 0.088362067088083571
leaf_count=345176 57 1389 213 4407 1401 620 24 150 91 313 188 702 2531 213 352 502 33 44 40 48 22 24 84 1837 71 59 20 1023 171 126
internal_value=0 -0.075484 -0.051224 -0.179518 0.00951894 -0.00990339 0.420256 0.661717 0.937466 -0.0391142 -0.000854833 -0.359255 -0.0636376 0.0288071 0.325784 0.116092 -0.295502 0.540466 1.29645 1.91851 0.753885 -0.0830071 0.960849 -0.117871 0.148422 0.832652 0.25593 0.227566 0.669778 1.06085
internal_count=361931 16755 15366 4620 10746 10448 644 298 241 9804 8789 1015 7261 4730 1384 1032 535 497 154 110 62 3346 108 3238 343 130 1528 1508 485 297
shrinkage=0.05


Tree=3626
num_leaves=31
num_cat=0
split_feature=545 85 1111 284 494 156 385 285 1076 21 1252 842 1327 1111 87 208 890 21 280 319 529 570 977 1449 1455 852 1470 1469 1453 277
split_gain=11.8493 16.4912 17.5858 19.7677 17.9391 24.3667 21.3105 17.5994 17.2109 18.342 17.6642 16.78 16.6306 16.625 16.3919 16.2092 16.9918 25.773 24.8533 24.6434 24.3828 26.7284 24.0615 23.7293 28.7974 26.6348 24.3602 24.5113 24.0465 23.0173
threshold=-1.0372938969678034 0.7033173444441988 1.2514326897659822 -0.068569842017150232 0.99519173174208964 -0.36627309615573611 0.51055152758305522 2.2754009316104384 1.0000000180025095e-35 -1.8362818876253988 -1.0401306949352589 -1.8167832279670582 1.571105510511243 -0.86967146415624896 -0.17009931192633018 2.0281345528622965 -0.71339486274837316 -0.32341995197817647 1.2501166498386871 2.3683501136148597 1.0000000180025095e-35 -0.10286779914313107 2.736619143316029 1.1301281763007487 1.1386082259262511 -0.22706799479215015 -1.1298860701531226 -1.2319146079207914 3.9482710229444855 2.4440299957706233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 11 -6 14 -5 10 -10 -1 -3 -4 -13 -7 16 20 18 19 29 21 -2 -21 25 -25 -19 -27 28 -28 -18
right_child=15 2 12 7 5 6 -8 -9 9 -11 -12 13 -14 -15 -16 -17 17 23 -20 22 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0070980431424050921 0.0029127894777698704 0.050754703631943836 -0.018643772921684395 0.0010850608080411484 -0.017167769609877977 0.070581845615777322 -0.053887385935398435 0.095763382819575124 0.019442619298941741 -0.0038312991098840331 -0.0002227832607253036 -0.023239417623581511 0.026673953537053336 -0.0073918500251384956 0.0028072608353791333 -0.0044675421491820943 0.0041055894181815196 -0.0029764395170430924 -0.0040889736935912175 -0.011067844475667027 -0.0049601221559442445 -0.0048066859973407289 0.086317095794590751 0.0066942855999192587 -0.0070051534075619704 -0.0052639411606245773 -0.0054275146674930275 0.0016307197846062019 -0.061420919682854104 -0.013106519188977012
leaf_count=5784 20207 85 2863 5961 257 168 49 22 638 30194 41018 1674 171 5083 92 11110 52983 40765 7023 2657 23781 10491 39 10237 2227 7807 4380 72878 95 1192
internal_value=0 -0.0300662 -0.108533 -0.0706257 -0.172979 0.268134 0.742562 0.0315833 -0.01448 -0.0666735 0.0148319 -0.216054 -0.316141 -0.2319 0.990086 0.00325763 0.00668055 0.0152202 0.0527717 0.0674164 -0.03367 0.00952748 -0.187178 -0.00164373 0.0872187 -0.0111516 0.0105489 0.0225568 -0.131014 0.075926
internal_count=361931 94059 16425 13391 7408 566 309 5983 77634 30832 46802 6842 3034 6757 260 267872 256762 202283 63894 56871 54479 30698 2696 138389 12464 125925 85160 77353 4475 54175
shrinkage=0.05


Tree=3627
num_leaves=31
num_cat=0
split_feature=50 56 651 1470 1460 1456 757 630 428 292 1039 1427 1229 1449 7 769 690 544 1465 1324 1470 1019 1470 1083 838 225 1190 1323 386 216
split_gain=11.8225 22.3585 15.9169 15.9947 16.8182 27.8105 21.7497 18.0774 17.5005 17.4301 24.5586 18.3027 16.774 19.6031 27.2839 25.2061 20.0001 18.8672 22.2484 20.1642 19.4251 20.3062 18.7671 23.7453 19.2401 20.9226 20.2532 16.7895 16.7113 16.5742
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 -1.2126727935954851 0.40135300256177026 3.0602099695377443 0.44170579069770871 -0.23053864567963536 0.63707623851154827 1.1892916394430653 1.0249626622635672 4.1084826962590775 2.6861236952522742 -0.10644973506114641 -0.48918251126661505 0.70795132470734867 0.011671733711087137 1.0000000180025095e-35 -0.11446136896984163 -1.0412573624011077 0.5337328485457794 2.762268348496788 -0.20346321258382891 1.0000000180025095e-35 0.77972716114310969 0.57068074764894805 -0.77653955047549184 -0.72810223961834974 1.0000000180025095e-35 -1.0559473490684594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 9 -8 10 11 29 17 15 -15 -14 -16 27 19 -19 -20 -22 -21 -24 25 -25 -26 -5 -23 -1
right_child=-2 -3 -4 12 5 -7 8 -9 -10 -11 -12 -13 13 14 16 -17 -18 18 20 22 21 28 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.021069263198909071 0.00038217606756090508 8.1398512749477082e-05 0.002594185283529513 -0.015016459420258125 -0.017209752845668204 0.049390708085030696 0.035042793701408725 0.01303356996353822 -0.059710394562165564 -0.022184259111457577 0.037552426166508245 0.067823602019388404 -0.02323687283856201 0.071219250485120053 -0.041311590466257778 0.058084773730160945 0.03836710465103188 -0.014670769839074116 -0.0039198395154650522 -0.0028130486733054152 -0.024631633678026857 0.1388737862839898 0.0035815369301759464 0.022411709412985689 -0.013427119452086651 -0.022958158334937265 0.063435675622433782 -0.0058148393564881884 -0.035864918943518308 -0.0073295813247805991
leaf_count=291 197382 90457 6387 6643 1651 87 154 2451 30 498 257 39 283 122 105 59 100 2055 7880 4652 2017 26 4563 1233 107 334 372 29807 20 1869
internal_value=0 -0.0199161 -0.0595911 -0.0751023 0.029153 -0.165845 -0.239711 0.0984355 0.438981 -0.0228753 0.0559384 -0.0238786 -0.0940876 0.280691 0.686992 -0.130373 0.0601653 -0.100635 -0.0314205 0.0507117 -0.14052 -0.43374 0.0920771 0.192127 0.453075 0.297613 0.971864 -0.141207 1.41573 -0.0572734
internal_count=361931 164549 74092 67705 7327 1922 1835 5405 184 2954 2456 2199 60378 669 327 342 205 59709 23259 13316 9943 2063 11261 6609 2046 1567 479 36450 46 2160
shrinkage=0.05


Tree=3628
num_leaves=31
num_cat=0
split_feature=785 728 1124 833 281 972 500 845 705 223 897 493 707 476 905 21 620 1236 142 1458 1454 1452 1466 131 359 333 1037 1176 1449 1458
split_gain=11.7794 13.1166 13.2481 14.8477 14.9131 13.5654 16.3742 16.1926 15.1234 14.6245 14.2061 14.7569 13.8943 13.4282 13.3684 13.0616 16.5759 17.6567 17.1017 15.1543 14.7929 22.2683 25.0928 16.131 16.7745 17.9985 16.363 15.3393 14.7924 16.3457
threshold=-0.86283290253235112 -0.49008176997875957 1.2151911984197104 -0.64161461965666167 -0.35694687970131089 -0.75893756669346601 1.2994528695784699 -0.36576259578892029 -0.75882181542176241 -1.1502781144535847 -1.13093522865174 -0.73773160534112814 0.95185351329777956 -0.70335058585943822 -0.87389620783808242 1.0000000180025095e-35 0.16760437365778322 -0.66443602000037905 -0.14404839690138266 -0.82108684835595114 0.10128998396582999 -0.0029094387748198574 0.10938426410252901 1.1426765061962938 0.42824580586469019 -0.92538868522310447 -0.81981731738392127 -0.38243312510868316 0.8598774435242994 0.94026471314454818
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 8 -8 9 -1 -7 -12 -13 -14 -5 16 17 20 -19 -17 21 23 -23 24 -3 -26 -27 -28 -21 -30
right_child=-2 15 3 14 -6 10 7 -9 -10 -11 11 12 13 -15 -16 19 -18 18 -20 28 -22 22 -24 -25 25 26 27 -29 29 -31
leaf_value=0.044666920239584657 -0.00038321096173584963 0.010362985633099153 -0.022533042411186685 -0.056452541526498118 0.078596959549653039 0.014453327797075114 -0.005474250579181327 0.098042973268707076 0.030243647870801728 -0.024215650385580045 -0.034685665472412058 -0.015730485027232104 -0.044948989032914992 0.019581049302246308 0.01128770987883781 0.012789651271187988 -0.0059312719912784414 0.014550671057881538 0.00055232962411534562 0.0019544354289175547 0.0074793214286004014 -0.038685708690492961 0.0079908439244555235 -0.04738941526241397 0.046050782028064494 -0.073087393656716779 0.019866979823018827 -0.030909089389934776 0.020757017865541974 -0.0069680933098335909
leaf_count=45 332372 929 41 71 67 271 34 37 134 347 439 1305 69 257 279 2467 3800 2067 2087 11090 1019 515 195 91 41 71 107 210 1085 389
internal_value=0 0.0388869 -0.100228 0.278594 1.04981 -0.157664 0.164277 1.10946 -0.000850308 -0.280413 -0.237359 -0.301034 -0.201636 0.206004 0.0384304 0.0546231 -0.00183519 0.0591683 0.152315 0.0976026 -0.0648644 -0.170102 -0.500792 -0.016954 0.040711 -0.315196 -0.476588 -0.268434 0.0662571 0.27971
internal_count=361931 29559 3396 458 108 2938 597 71 526 392 2341 2070 1631 326 350 26163 11132 7332 4154 15031 3178 2159 710 1449 1358 429 388 317 12564 1474
shrinkage=0.05


Tree=3629
num_leaves=31
num_cat=0
split_feature=785 728 784 921 647 590 726 570 1421 1022 146 785 353 1002 209 48 50 636 544 82 350 422 1396 11 1400 1020 907 1320 424 1110
split_gain=25.2695 20.5769 24.2037 23.4001 22.2698 50.3984 22.034 19.6912 19.7856 19.3578 19.8724 18.5419 19.9024 18.447 21.3968 18.4284 18.3401 21.1941 18.2281 18.1539 20.123 23.5251 22.9434 19.3943 18.1054 20.7326 19.8359 19.4368 18.7112 24.4606
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.4998781572545779 1.0107116206971127 1.0000000180025095e-35 2.7503861831498626 2.9970139449733542 2.5458802938288509 0.69854289147193727 0.23696906566319156 1.8372674881307383 1.4829784501753427 2.4129057422810987 1.0000000180025095e-35 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 0.26053563535917862 1.0000000180025095e-35 1.5389751953186563 1.5002499556711435 1.0600320571896986 0.30228998037767402
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 9 -4 5 -3 -5 8 19 10 15 -11 -13 -8 -15 -2 17 -9 -1 20 21 -6 -22 -23 25 -18 28 -26 29 -27
right_child=1 4 3 6 7 -7 13 16 -10 11 -12 12 -14 14 -16 -17 24 -19 -20 -21 22 23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=7.8406996655725744e-05 -4.5870447429392703e-05 -5.2021158668649124e-05 1.100033817648743e-05 -0.00010754655070136034 -0.0001234139660371231 0.00041215405481375897 0.00023957927628662784 -0.00011234185847909958 -0.00022936944462006412 -9.3045237281949295e-06 0.00028456599940214277 0.00011418226120726744 0.0012240696556965627 -0.00039445178424967007 0.00022566174889777151 -0.00021283037846363682 -0.00020367477477091579 0.00035350046641779255 -4.2174681721996264e-05 -0.00015695627041609073 0.00012626064367862489 -0.00039009457315974201 -0.00013445627379353488 0.00027980868301963628 0.00037296444427482948 0.00024272698637402518 -0.00076900527712676838 -0.00086622651577441048 0.00074005304195472014 -0.00044452418165914586
leaf_count=21198 81872 4821 34551 1345 8640 1384 5292 56011 2973 98491 802 4444 66 477 481 4616 2009 577 8361 3798 12404 341 2576 1505 1094 1040 119 96 227 320
internal_value=0 -0.0215214 -0.010796 0.0363997 -0.053889 0.0831992 0.1428 -0.0649007 -0.0139094 -0.0223152 -0.0507321 -0.00327955 0.136023 0.195009 -0.0748093 -0.0547918 -0.09318 -0.108845 0.0462825 0.00454801 0.0290806 -0.0613602 0.0859619 0.180053 0.0401077 -0.0350221 0.132335 0.300983 0.191736 0.0946075
internal_count=361931 332372 232437 42146 99935 6205 7595 93730 32237 190291 87290 103001 4510 6250 958 86488 61493 56588 29559 29264 25466 10486 14980 1846 4905 3715 1706 1190 1587 1360
shrinkage=0.000980392


Tree=3630
num_leaves=31
num_cat=0
split_feature=785 728 125 1470 50 750 57 21 1464 77 497 540 1249 1214 713 638 1452 694 1470 900 1470 1469 1178 1466 1451 1365 113 12 1024 471
split_gain=23.5956 18.9503 18.8094 25.3363 24.7413 25.6999 24.0713 27.0996 24.8234 23.4256 22.8067 21.7922 21.1173 21.7242 20.911 30.621 29.0778 29.6499 27.5105 26.2727 23.832 22.4606 22.2561 22.1967 21.3381 21.1765 20.844 26.8373 22.6786 20.2634
threshold=-0.86283290253235112 -0.49008176997875957 0.58518330826110332 -1.3664195657027294 0.55630078546380823 1.0000000180025095e-35 0.72527224708021132 1.0000000180025095e-35 0.52959676170338621 -1.5526177384989219 1.656418941702585 2.2707766433665819 0.82844637517049058 1.0000000180025095e-35 1.0000000180025095e-35 0.74834373107320795 0.79547082264194502 1.4410699139383063 1.3024667090820021 0.081690409880240483 -1.3309395413702885 1.2111562318064311 2.8587217167753018 -0.081864550713907927 0.54872951183746299 1.2196067961396484 1.0000000180025095e-35 -0.28505987831433222 1.3727948663943095 4.229666733894736
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 12 10 9 11 -8 -5 -9 14 -14 16 19 17 -2 21 22 -17 25 -16 -20 -22 -18 27 -11 -28 -10
right_child=2 -3 3 6 -6 -7 7 8 29 26 -12 -13 13 -15 15 20 18 -19 23 -21 24 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00011816155413442857 8.3254902997103916e-05 6.3366047164875307e-05 -0.00062081689658362055 -2.6081024254595138e-05 6.546443879870318e-06 -0.00012970010873623696 -0.0011078721098869836 1.7261163055338257e-05 0.00026534035457824646 4.0603743046191603e-05 8.4640121533480995e-05 -0.00028190657778435569 -4.8454332236460342e-05 -0.00018734795272822927 -6.409035858209264e-05 0.00031937916882778352 0.0001327593749487811 -9.1129295614628087e-05 0.0012800074039468865 2.5712256331227783e-05 -0.00017622845167268713 -0.00092129336051979956 0.00029632179189927597 -0.00096940556398666955 2.5726538031680315e-05 0.00066030169383224347 0.00010341302954612686 0.00045106919254809445 -0.00094578453951305909 -0.0010270722094224772
leaf_count=3396 9622 26163 295 50505 62515 26822 85 4789 1627 985 9674 1174 21718 12552 49506 551 3145 10382 139 37931 18981 149 1071 36 3819 353 1782 2010 100 54
internal_value=0 0.0458151 -0.0197288 0.0102048 -0.0303399 -0.0456275 0.0127456 0.0923415 0.0179822 0.21187 -0.00684468 -0.0434929 -0.0360437 -0.0953384 -0.0232608 -0.0383056 0.0373822 0.000590564 0.21086 -0.0189756 -0.124568 0.168512 -0.0577185 1.0258 -0.14031 0.195258 0.226798 0.331457 0.0545852 0.232806
internal_count=361931 29559 332372 73080 259292 196777 72785 12606 7644 4962 60179 5963 169955 34270 135685 111859 23826 20004 3822 88508 23351 3647 50577 175 22800 3498 4877 2995 1882 1681
shrinkage=0.000980392


Tree=3631
num_leaves=31
num_cat=0
split_feature=545 959 1094 785 801 200 1454 1463 1462 263 710 1160 694 793 906 1193 1470 408 87 426 1466 816 678 707 621 470 156 257 900 488
split_gain=23.6619 25.6931 24.8515 23.2658 22.1473 22.9702 27.5423 34.3523 26.7132 24.9206 36.3025 35.4109 27.4356 27.0702 24.8153 23.9076 23.8815 23.7166 22.4642 22.0906 21.9986 21.8581 23.6906 28.9338 26.0256 25.3583 23.4724 21.305 20.9572 24.9848
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.86283290253235112 1.4302281316754546 -0.97734522064874174 -0.91909735138557946 -0.37812388882570003 1.1880714473397529 0.66115833724634121 2.3562736834877938 0.68536004617275303 1.7376952764670892 -0.93709527067116338 -0.027201581659998756 -0.61639479066125735 -1.3664195657027294 -0.34083657021421804 0.081135876169651386 0.80942903650200848 2.5621452872994568 4.1763022496218918 1.0000000180025095e-35 0.89592881055848606 -0.87681056050428963 0.66595742291584703 0.058126212713046389 0.64657819277429363 -0.62551273839013333 -0.80972361896353939
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 19 7 8 -7 10 14 16 28 -13 17 -9 -11 -8 -14 27 -4 22 23 26 -25 -24 -18 -5 29 -12
right_child=1 3 20 4 -6 6 9 15 -10 11 12 13 18 -15 -16 -17 21 -19 -20 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.2112595634067817e-05 1.5915947281236226e-05 6.3707401069133625e-05 -0.00013550687296545838 -8.6789370202671482e-05 -8.4186309077458312e-05 0.00033760381175939252 -1.7823518728932409e-05 0.0003336187245284252 -0.0014911383119424139 -0.00080168684897836419 -0.0002398366633867009 0.00044933197726612466 0.00013250512165543997 -5.7255862643135933e-05 -6.0999724979005218e-05 -0.00018679586322522211 0.00014530876678902111 7.3895843001062629e-05 -0.00034867213141526307 -0.0002582844511605647 0.0002410208030419415 -0.0007550806787356162 1.3451207978684547e-05 0.00033501383594569998 -0.00043837602502450865 0.0001994203863311857 -0.00015673488870743472 6.866843343871702e-05 0.00016188832098950974 0.00068728076808606119
leaf_count=94059 13044 24714 23741 18325 17131 2836 54679 567 55 129 159 437 1477 10931 45964 1715 4268 16859 733 3187 765 122 3975 251 1048 10967 1603 5890 1529 771
internal_value=0 -0.00643482 -0.0702114 0.00135741 -0.00657976 0.000239349 0.00941026 0.169098 0.320776 0.00420592 -0.0119373 0.0523047 0.173999 -0.0388688 -0.0200623 -0.0474262 0.100462 0.00550421 -0.0111944 -0.0661669 -0.121283 0.105391 0.110146 0.00687159 -0.293246 0.154084 0.0687409 -0.0417015 0.321249 0.56076
internal_count=361931 267872 37550 230322 205608 188477 161075 5173 2891 155902 122171 33731 4669 11368 117502 2282 22363 71538 2210 27402 24506 22234 22112 7170 1299 14942 5871 24215 2459 930
shrinkage=0.000980392


Tree=3632
num_leaves=31
num_cat=0
split_feature=871 1469 21 1452 1458 1105 1438 427 211 154 53 1465 698 1464 353 1453 1040 1469 558 345 837 1108 357 351 1460 1298 1430 675 651 905
split_gain=11.962 15.2101 21.0135 25.8604 31.1919 24.8134 24.5242 23.6682 21.8936 20.3671 21.5101 21.303 20.0415 19.7118 24.2913 29.206 20.2247 19.6216 23.9344 19.4388 20.6272 18.4909 18.4697 18.6986 17.4892 17.427 27.0427 26.9626 27.8229 28.7068
threshold=1.0000000180025095e-35 -1.0588145806293296 -0.13431221002227373 0.85148356494928035 0.68465967500769709 1.619436486286465 0.73556760293882195 -0.88832244354913958 2.4632724085593103 -1.5991398010871245 1.2912025798565661 0.96075620535283024 0.31015737410524835 0.78747851929205981 -0.45545009946731935 3.7574571891249255 -0.46411155779987873 -1.3381350792132791 0.09047011412377011 1.2721904639775288 -1.2435793698494775 0.94058307898308346 -0.30953111234671504 -0.047198577897396524 1.3228809068545828 1.0000000180025095e-35 1.0000000180025095e-35 0.44359160413691395 1.1107569744011787 0.14288476333545055
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 7 -1 17 -5 11 12 -11 22 -15 -16 -17 18 -8 -9 -21 -6 -4 -24 -12 26 -3 28 -27 -30
right_child=-2 25 13 4 21 -7 8 19 -10 10 24 -13 -14 14 15 16 -18 -19 -20 20 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0085243746094509059 -0.0017472753609557952 -0.0040378155855157992 0.001691017085576713 -0.022589564842758859 0.0047772502792250739 -0.018887945233348281 -0.046500709721335361 0.001706751205273803 0.061628882331621143 0.017851155258623189 0.050150837414932231 0.031789451095252538 -0.0049695333308482142 -0.007803716478680953 0.01334148926671512 0.022575035762240358 -0.056709748784158936 0.012793403487941828 0.025044365325632062 -0.03983624852943643 0.022065861232139806 -0.023855275325505042 -0.0022084808153963699 -0.013164854616424408 -0.041996202384876086 0.00032491492635717883 -3.2167428368329495e-05 0.0031260070330434101 0.00016230770285702786 -0.010225598265820354
leaf_count=3048 71831 49820 7174 154 1797 751 143 9214 102 1375 298 692 661 1211 2726 47 118 2696 79 71 864 349 5433 2888 25 88664 61924 34436 6485 6855
internal_value=0 0.0021295 0.0402351 0.0862327 0.214809 0.0430734 0.0599731 0.0187129 0.237173 0.348792 0.385155 0.319442 0.205297 -0.0117988 0.118357 0.215915 -0.64106 0.202455 -0.397634 0.0646911 0.355332 0.0160243 -0.0485622 -0.118356 0.874291 -0.00522881 -0.02892 0.01095 -0.00840239 -0.103453
internal_count=361931 290100 41916 22319 5351 16968 16217 13197 3020 3205 3051 2728 2036 19597 4102 2891 165 2918 222 10149 935 2146 15495 8321 323 248184 111744 136440 102004 13340
shrinkage=0.05


Tree=3633
num_leaves=31
num_cat=0
split_feature=785 1309 126 1462 1088 1184 846 21 1076 591 61 1105 972 1187 83 79 915 1449 840 1389 413 497 886 421 56 498 1465 838 1260 546
split_gain=21.924 17.8791 22.7063 21.4587 21.4326 20.4473 21.4905 19.3259 18.582 22.06 19.6871 18.4291 20.5895 18.5904 19.0133 22.0306 18.4127 23.6244 20.2512 19.8455 22.2855 21.7914 21.4134 19.6885 19.2781 19.044 18.9481 20.9648 22.48 20.5952
threshold=-0.86283290253235112 1.0000000180025095e-35 0.70880289725806289 0.70247026920229116 2.7639737144699819 0.32136284863636239 1.1504829799273912 -3.2545899522946695 -0.58297395077464731 -0.73065235057769284 3.2658335243644596 1.8471227971001352 1.8382180668620764 -0.40250941850761329 -1.349229609452816 -1.1892119627714579 0.40079874301352708 2.6019541624284721 -0.36891584417869655 -1.137284853374015 1.0000000180025095e-35 0.29755744289802777 -0.56028990723182226 1.5386414202133849 4.3527420364106586 -2.0428983789464223 -0.52213209242895031 -0.2909908445346801 -0.13036403951775125 1.4509659974849665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 -3 -7 -2 9 -9 16 -11 13 -13 -15 -16 19 24 -19 21 23 26 25 -21 -18 -22 27 -10 -29 -28
right_child=1 4 3 -5 -6 6 -8 8 10 11 -12 12 -14 14 15 -17 17 18 -20 20 22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=4.270657751262381e-05 0.00036487005448679712 -1.7985714472594252e-05 3.8959557256623473e-05 -0.00011042294163854261 -0.00023513444010647296 6.2710096455913936e-05 -0.00010174931440658977 0.00010002715793189587 0.00048656223374953753 -4.861443672963052e-05 -0.00031737649292250773 -4.6424084403200163e-05 -0.0011225258861096562 0.0019499329629955734 -0.0014089540800485 0.00050351017929529669 -0.0001213559024378061 0.00059951960096681577 -0.00012852579423723091 -7.7420528999497365e-05 -0.00049013871700474138 -9.3497783889018017e-05 -5.6085361697629912e-05 -0.00026461444057740121 0.0014033999996892477 4.1135785430599525e-05 0.00012425930558757775 -0.00018630608067493704 0.00052053728523428731 -0.00022999615537960257
leaf_count=29559 565 55594 33924 5718 1821 35522 4606 9114 1348 23940 2030 651 83 62 46 731 34751 438 346 39877 457 3694 43660 4405 29 22180 4009 909 413 1449
internal_value=0 -0.0196463 -0.0321536 0.0175677 0.0045044 0.00884779 0.0467426 -0.0438644 -0.0453362 0.00488964 -0.0570997 -0.0331616 0.228476 0.287656 0.51616 0.426741 -0.0542021 -0.108984 0.283288 -0.0408687 -0.0511791 0.0540718 -0.0231301 -0.0946243 -0.121189 0.0334142 0.127495 0.299171 0.0538804 0.0446164
internal_count=361931 332372 234829 39642 97543 95722 40128 195187 194622 34627 159995 25513 1573 1490 839 777 157965 35564 784 122401 110579 11822 66297 44282 34780 22637 8128 2670 1322 5458
shrinkage=0.000980392


Tree=3634
num_leaves=31
num_cat=0
split_feature=470 464 623 967 1030 336 499 17 1160 627 816 1100 20 1105 350 1189 503 1271 690 282 288 845 632 80 1387 225 1259 710 982 1051
split_gain=11.8214 20.9479 16.456 21.857 21.4947 21.4078 20.307 19.9623 21.0552 18.8842 20.7276 19.1989 19.1659 18.5212 23.6769 21.8318 18.4705 29.6699 28.2535 20.2786 17.7558 17.7185 19.9 17.5738 30.5168 17.515 18.3849 18.2743 19.2574 17.3817
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.032238024922807411 -0.24094673779658102 2.7042904249467168 1.0000000180025095e-35 0.1218573621779012 -1.0290239029859123 0.68536004617275303 -0.55453034502587817 0.98567350059335823 0.46785215589125484 -1.0719717766985639 1.5762545997528377 2.5898390806616916 -0.63644369024618686 -0.58479719577628297 -0.49725788061692439 0.37387617132198597 -0.97022771178432599 -0.62989217762556915 -0.12630187858039865 0.4053616514635609 -1.5603405747208081 -1.0409481899165496 -0.63625408005801209 0.45149436933078457 -0.34169561082001482 -0.43260059773784548 1.24956486746433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 9 6 13 21 -9 10 -4 -12 -11 23 15 16 17 -15 19 -19 -8 22 -5 24 -1 26 -22 -27 -29 -10
right_child=-2 -3 3 7 -6 -7 20 8 29 12 11 -13 -14 14 -16 -17 -18 18 -20 -21 25 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.040276718121118681 0.00037533421914298204 8.4252089874168633e-05 0.0010447009822125816 0.016061800852399721 -0.028395496319543197 -0.015473222175706952 -0.017935892780025744 -0.0049221282344926124 0.0058332942241297384 -0.017067710960491894 -0.022484721175951919 0.032082942362233156 0.006479329758160954 0.013996096716025586 0.096443747918178113 -0.0014755849877170152 0.013646421964779007 -0.071416283636385719 0.30663353906633117 0.12930976815203343 -0.010405297311851702 -0.037214251701475722 -0.027500802740831966 -0.001070581362421996 -0.036382047064320647 -0.0079750436502126123 -0.043250685223124231 -0.0111366438893018 0.009172439809891476 0.048186055472187912
leaf_count=164 191352 89765 3548 360 830 6351 4033 14706 1358 640 1144 112 12055 88 73 1215 383 24 20 46 1458 835 443 17940 1105 6605 580 1336 3231 131
internal_value=0 -0.0199772 -0.0563134 -0.0165621 0.0431963 -0.0979607 -0.0771093 -0.08848 -0.0607526 0.0558591 -0.0777204 -0.353562 0.107809 -0.0148322 0.292666 0.212751 0.734726 1.46556 2.64644 1.8831 -0.150905 -0.40041 -0.126939 -0.0399674 -0.467495 -0.108655 -0.356767 -0.0666507 0.0702855 0.202802
internal_count=361931 170579 80814 36162 18329 44652 38301 17833 16195 17499 4804 1256 12695 21058 1849 1776 561 178 90 70 17243 1638 803 19209 1269 13210 2038 11172 4567 1489
shrinkage=0.05


Tree=3635
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 126 1022 140 650 1249 907 924 1252 978 789 1443 633 1443 830 86 1317 1452 1470 1459 759 554 776
split_gain=22.973 20.7731 24.956 26.4797 24.03 32.7921 30.303 48.1514 24.1886 24.0113 24.5253 22.7119 22.8059 22.5165 21.9207 22.551 22.4236 21.8502 21.6383 21.3307 21.0148 23.9649 22.037 22.6715 20.8742 37.4565 25.8964 23.2233 22.7231 20.5335
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.6923072129381651 1.8362446977621718 -0.69784808892615657 1.8999064755685127 2.4192096387169548 2.6375975511520715 1.1248358748350926 1.593744732512876 -0.96673487256783863 1.593744732512876 0.90765045146119727 1.4051290313271714 1.4042709669772029 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623 2.7618311273588314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 17 11 6 8 20 9 13 -11 24 -13 -6 -7 16 19 -4 -9 -16 21 22 23 -8 29 27 -27 28 -26 -2
right_child=1 2 3 -5 5 14 7 18 -10 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=4.2693018301559547e-05 -3.2924144785929575e-05 -4.3886102406956267e-05 0.00024828895410891486 5.629721490388186e-07 6.243691933798256e-06 -8.9394644423145046e-05 -2.7062969481020538e-05 0.00029143726363019642 -3.4789230381422023e-07 0.00067699120269577742 1.085051631210408e-05 0.00017173895828989825 -0.00042493068985443471 -8.8440366695098088e-05 -0.00034444735963849911 0.00088732916520186311 -0.0013456597615870824 -5.7192693409790799e-05 -9.0740310842897892e-05 0.00012320444300513171 -0.0001584396977191413 0.00017068650799244672 -0.00037964064849553683 0.00035321642161170085 -7.7351019596151645e-05 0.00052348308657273221 -3.7824513111807183e-05 0.00019981205504717394 0.00033128708116305337 0.00032999178880835047
leaf_count=29559 40528 9447 5244 5700 17815 79939 8870 4219 62084 372 658 5803 422 61767 897 171 73 1127 840 4184 3931 4136 906 809 6762 1277 531 2508 622 730
internal_value=0 -0.0211289 0.0421898 0.102422 -0.0266608 -0.0375016 -0.0196074 0.054035 -0.0331827 -0.0619722 0.258923 0.013982 0.142808 -0.0674598 -0.0800645 0.0746516 0.0428667 0.194781 0.237532 0.062119 -0.00158462 0.0346871 -0.0235534 0.0055529 -0.00136949 0.0799821 0.367038 0.0258962 -0.0384036 -0.026375
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 80612 1030 59183 6225 79582 85264 5325 5154 6371 5059 5081 18652 14721 10585 9679 52958 11700 1808 9892 7384 41258
shrinkage=0.000980392


Tree=3636
num_leaves=31
num_cat=0
split_feature=728 1356 885 690 1105 560 767 1252 1305 959 1453 488 656 836 872 768 901 564 57 508 637 898 981 357 840 649 306 7 1235 559
split_gain=11.9348 14.66 31.7358 25.7663 27.5298 25.8216 28.1232 25.1909 24.5348 23.1272 20.4088 20.4014 20.1409 19.8773 19.381 20.9746 20.1991 18.4136 18.3046 17.7196 17.681 18.5118 17.5281 17.6122 18.8462 16.3313 17.4852 16.2205 16.1145 24.6988
threshold=1.0000000180025095e-35 1.1703909184639636 1.6290983814687661 -0.45045116944764579 0.53596369689727441 0.63831047013710396 1.7434280917425407 -0.77846264405643761 0.74399356552356499 0.53634897431379003 1.2041679343814773 0.27065376368452138 -0.55004238126148941 1.7961807178974989 1.0000000180025095e-35 1.7378873544855813 -0.7927549214249997 1.3431984933504835 2.1234131600207475 0.93928964529742032 -0.15515324584580062 -0.78732416034160235 0.82168872333096732 -0.14077524520617393 1.3089643436484788 1.0000000180025095e-35 1.0505480127069649 0.45150804295390162 -0.34006977427296536 -1.0782246548649141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 3 19 5 13 11 10 -9 -10 -4 -7 -8 14 -5 17 -17 18 -16 -3 -6 -22 23 -21 -25 26 -13 -20 29 -1
right_child=-2 2 7 4 20 6 12 8 9 -11 -12 25 -14 -15 15 16 -18 -19 27 22 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0039452947386222391 -0.0013485932576699092 -0.0045652642387821428 -0.040100496795965904 -5.3338524050406846e-05 -0.013741511691842732 0.020472099780749691 0.025384117497552566 -0.008992867143827776 0.059513142118287413 -0.04080191545130963 0.016272200115821745 -0.016263889981304146 -0.026086802120951092 -0.015402543982365924 0.013730746462880382 0.019331225292911858 -0.030304869230471855 -0.0082867457153232918 -0.038186861396871677 0.0023077135325625382 0.022644584569731008 -0.0031755447742396812 -0.021895240119364303 0.032221978887561786 -0.040089108335025048 0.016657473944711797 0.027667158014013989 0.044587283659137389 0.00053298218432756004 -0.0024357300972345933
leaf_count=10085 109090 6561 464 4783 1410 3166 114 965 99 36 78 515 324 553 5204 138 304 549 139 865 406 1508 195 492 50 611 112 30 141976 71109
internal_value=0 0.00414574 0.0491341 0.0667585 0.108125 0.142561 0.270401 -0.236961 -0.0559816 0.743825 -0.618069 0.320139 -0.244755 0.086378 0.106556 0.18235 -0.27758 0.215061 0.252212 -0.0383031 -0.0798115 0.05782 0.161305 0.244544 0.532256 0.0919043 -0.148576 -0.436794 -0.00263977 -0.0316763
internal_count=361931 252841 29671 28029 19866 16542 4842 1642 1100 135 542 4404 438 11700 11147 6364 442 5922 5373 8163 3324 1914 1602 1407 542 1238 627 169 223170 81194
shrinkage=0.05


Tree=3637
num_leaves=31
num_cat=0
split_feature=545 959 1094 1361 51 795 705 470 410 905 12 691 1035 484 710 1374 705 1110 402 1470 958 1367 395 1370 69 765 321 243 602 1176
split_gain=21.2975 21.8242 24.8478 21.8423 21.7296 23.9667 28.0651 22.9883 22.7319 23.6741 24.472 21.9404 21.7957 20.3143 20.3071 21.0616 28.9118 21.1439 20.5109 22.5367 20.2404 20.1434 20.0265 20.3908 25.4678 19.4804 19.3862 19.184 19.1595 22.6035
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 1.0000000180025095e-35 1.8613588887694643 -0.29258408639884992 0.28191752204954684 0.66595742291584703 1.0000000180025095e-35 2.1634110522059333 0.78777253974931549 0.34291078408764419 -0.79960299853447958 -0.38529859338704892 1.0759805622453016 -0.66177662735578835 -2.1250598757236046 -1.4095765456005618 -0.92710518500779682 1.4562134811892467 1.0000000180025095e-35 0.61047007421192445 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 -0.60172953184802191 0.46728705763592832 2.192032460598631 2.6455866734826223 0.070992515369580692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 22 5 6 27 11 9 10 -6 -8 25 28 18 16 17 -16 20 -20 -15 -14 23 24 -4 -13 -9 -3 -7 -30
right_child=1 4 3 -5 8 13 7 26 -10 -11 -12 12 21 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.7372355963057194e-05 2.3336286012526659e-05 -1.8316114205898399e-05 -4.7933592757861008e-05 -5.9611750259370752e-05 -0.00013102424011276578 2.4442727504066474e-05 6.6988545150119453e-05 0.00019014692671102392 -0.00028866215863357635 0.0010101134913074372 0.00036371882255834052 -4.741407885812789e-05 -6.5676889444955106e-05 -0.00033278308386790992 0.0016333564324125735 -4.9004494753816224e-05 0.00023663868277429284 -0.00066422201031110105 -2.9311266610767095e-05 -0.00017660827886515813 3.3348754885642351e-05 0.00021891944703629222 0.0010002613528952735 -0.00028302388247117922 0.0012465175727308453 -0.00056300643340180404 -4.7692601968981244e-05 0.00015059969973771342 8.0130826691708951e-05 -0.00038611402458221973
leaf_count=94059 13044 48029 733 14263 3134 50622 33089 9038 3369 87 624 798 6183 3116 21 3654 3229 307 48679 6047 1337 1404 75 9327 108 808 1822 3103 758 1064
internal_value=0 -0.00390421 -0.0628488 -0.114064 0.00327907 0.00681799 0.0315398 0.0666364 -0.130365 -0.0134677 -0.0462386 0.0423916 -0.0568367 -0.0148414 -0.0418293 0.0668141 0.18565 -0.50419 -0.0563657 -0.0456134 -0.224568 -0.00845169 -0.230602 -0.245107 0.183723 -0.311834 0.153615 -0.00671774 0.0167096 -0.195159
internal_count=361931 267872 37550 24506 230322 223108 104274 53142 7214 3845 3758 42282 9193 118834 66390 7211 3557 328 59179 54726 4453 7587 10243 10168 841 1606 10860 51132 52444 1822
shrinkage=0.000980392


Tree=3638
num_leaves=31
num_cat=0
split_feature=545 959 1094 785 1361 801 200 1454 1463 1462 263 710 1160 793 694 906 1470 1053 408 87 816 678 707 621 470 156 426 900 488 257
split_gain=26.5744 25.2659 24.8276 23.5284 22.785 21.9567 23.1578 29.5037 37.1042 29.2918 26.6488 35.5557 34.4291 27.418 26.6161 25.6716 24.8163 23.8419 23.1507 22.1152 21.9932 23.9682 28.8553 26.0778 25.4417 23.1206 21.9074 20.7407 24.676 20.7154
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.4302281316754546 -0.97734522064874174 -0.91909735138557946 -0.37812388882570003 1.1880714473397529 0.66115833724634121 2.3562736834877938 0.68536004617275303 -0.93709527067116338 1.7376952764670892 -0.027201581659998756 -1.3664195657027294 -0.24596357835384014 -0.34083657021421804 0.081135876169651386 4.1763022496218918 1.0000000180025095e-35 0.89592881055848606 -0.87681056050428963 0.66595742291584703 0.058126212713046389 0.80942903650200848 -0.62551273839013333 -0.80972361896353939 0.64657819277429363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 6 26 8 9 -8 11 15 16 -14 27 18 -12 -10 -9 -16 21 22 25 -24 -23 -18 29 28 -13 -5
right_child=1 3 4 5 -6 -7 7 10 17 -11 12 14 13 -15 19 -17 20 -19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.4741652654955406e-05 1.6502769141189424e-05 6.4073513491680472e-05 -0.00023451223312815229 -8.6598133183045863e-05 -6.5010221808704829e-05 -8.3851692836837036e-05 0.00035056618828028239 -1.7759304851514211e-05 0.00016871102527594574 -0.0015196665285198555 -0.00081637578245662926 -0.00024158404484452058 0.00045496577388741194 -5.470434774348365e-05 0.00013143188384958255 -6.234284511963914e-05 0.00014488306625928476 -0.00029291180108263727 7.2860239563260563e-05 -0.00034627320722914484 -0.0007561092644489323 1.4310380797506319e-05 0.00033587578320377789 -0.00043797699185496494 0.00020053988881992479 -0.00015490140867784494 -0.00025788197586120955 0.00015793141493425662 0.00068045734084017085 6.6704930177795984e-05
leaf_count=94059 13044 24714 10243 18325 14263 17131 2836 54679 1139 55 129 159 437 10931 1477 45964 4268 1143 16859 733 122 3975 251 1048 10967 1603 3187 1529 771 5890
internal_value=0 -0.00633835 -0.0696072 0.001385 -0.120668 -0.00659672 0.000193119 0.0093975 0.174613 0.332285 0.00401038 -0.0126845 0.0537334 -0.0361448 0.171376 -0.0207224 0.101205 -0.0502025 0.00528413 -0.0111047 0.106238 0.11101 0.00711848 -0.292587 0.155176 0.0689068 -0.0665008 0.31642 0.554745 -0.0421359
internal_count=361931 267872 37550 230322 24506 205608 188477 161075 5173 2891 155902 122171 33731 11368 4669 117502 22363 2282 71538 2210 22234 22112 7170 1299 14942 5871 27402 2459 930 24215
shrinkage=0.000980392


Tree=3639
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 561 691 837 1466 1048 346 1157 363 211 966 476 1452 359 967 1323 210 821 142 766 79 348 276 827 209 1265
split_gain=25.4529 21.808 25.5239 24.1133 22.4705 20.4679 20.1089 23.7111 22.4897 26.1759 25.5442 22.9731 25.824 26.4788 22.5758 22.1379 21.9672 25.1415 21.4995 21.0559 20.223 20.0593 27.5394 19.7281 20.5692 20.992 19.6604 19.6173 19.8431 19.1613
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.31596849172080727 1.2168357488504873 0.45348670601303964 0.57156622312866312 -1.1027305308354056 -0.78487329348352308 1.3908200557045973 1.0814918599229595 1.8974850425972074 0.58762882367100511 -0.39677154503368783 0.90005214643023135 -0.047306999699757636 -0.75712420974196226 2.9187729016580457 -1.6838582588564524 -0.41690327315909087 -0.99697337249494156 -1.1139970853340089 -1.1712901118511303 -0.56258811378859619 0.51239841603722114 -0.36836247429892682 1.3315602333802148 0.70211298924059073
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 27 6 8 26 11 -10 -11 12 14 15 19 -14 17 29 -17 20 -2 -21 -23 -19 -25 -26 -8 -4 -29 -12
right_child=1 2 3 -5 -6 -7 7 -9 9 10 16 -13 13 -15 -16 18 -18 23 -20 21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=4.43189777087765e-05 -0.00019555052158153164 -4.4953230074513296e-05 8.4397041962279244e-05 5.6888573582168662e-06 -6.4039458878342755e-05 -5.8225279770461151e-05 -7.8942268967370339e-05 -0.00020323858872991381 -0.00013254907710062646 0.00020393924974478202 -4.7991350131335914e-05 -0.00010709246869828468 -0.00022039311823409248 -0.00055271127642426878 -5.344865862710949e-05 -0.00023316857914896637 0.0001627278670430516 0.00044740881148996279 4.0891643580856656e-05 0.00075270447900032723 1.9051307051047255e-05 0.0016446862407166543 -3.9555244001637224e-05 -0.00043868758989245335 0.00040425241581486981 3.9315541950446406e-05 9.1934039489283863e-05 0.00039209117619992472 -0.0001779210364623129 -0.0004152811124574762
leaf_count=29559 3137 9447 1965 5700 1127 97277 15691 7262 4339 4931 9440 14960 5660 942 30624 1902 4659 629 7225 358 88433 42 569 409 830 6031 4667 2987 292 837
internal_value=0 -0.0228073 0.0420468 0.102943 0.191066 -0.0284722 -0.0163453 -0.078243 -0.00806007 0.0454382 0.0680696 -0.0202161 -0.0110579 -0.107299 -0.000556017 -0.0842225 0.0359916 -0.000514968 -0.0184097 0.0176049 0.0138696 0.344651 0.101072 0.0902089 0.0576612 0.0844466 -0.0385536 0.250405 0.349943 -0.0771935
internal_count=361931 332372 21518 12071 6371 310854 213577 27620 185957 32105 27766 153852 138892 15729 123163 14787 22835 18176 9127 92539 91570 969 611 7899 7270 6861 20358 5244 3279 10277
shrinkage=0.000980392


Tree=3640
num_leaves=31
num_cat=0
split_feature=519 705 858 614 1077 785 927 588 402 853 735 665 56 1443 1247 1045 280 816 771 1454 1463 1193 1454 1449 1466 897 1469 21 1466 1079
split_gain=27.34 32.0504 26.6646 26.5615 26.6296 24.2693 22.4593 30.9386 21.7521 21.3882 20.6085 21.6942 22.7406 19.9075 25.6273 29.0266 24.9952 23.3945 21.344 21.1941 45.9152 27.1289 24.3301 33.3692 31.5619 23.4384 21.3471 21.6432 21.3051 27.7676
threshold=2.1420547332082829 -0.70742728023799406 1.0825608069246189 -1.0625654336828987 1.4357019976763823 -0.86283290253235112 1.0483613175537825 0.71188872395471614 -0.92710518500779682 0.91359539958596292 2.2560756724538602 1.0000000180025095e-35 1.0000000180025095e-35 1.593744732512876 -0.80931669268528295 0.55507964905875429 0.51416458932021047 0.98567350059335823 0.11041082041430782 -0.91909735138557946 -0.37812388882570003 -0.53368481803894474 -0.98478334500156417 -0.16476281433214623 -0.095888829047244176 0.4077139617061451 1.5966972016828689 1.0000000180025095e-35 0.37829601484295772 4.18253236216714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 -1 -5 7 8 -3 -8 13 -12 -13 19 -15 16 18 -17 -16 20 22 -22 24 -24 -7 26 27 -25 29 -21
right_child=1 2 -4 5 -6 10 9 -9 -10 -11 11 12 -14 14 15 17 -18 -19 -20 28 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-7.904106034932427e-05 -0.0001091321680239895 -0.00021069324918109259 -0.0001292763285823442 4.8873099563521996e-05 8.3043600603060949e-05 0.00026127964669671577 -0.00017529776132302436 0.00034272429966494724 0.00012715893282643466 0.0002407438355550145 -5.2257796075757274e-05 4.1321782414558801e-05 0.00032818173011624121 -0.00019450521496028393 4.5807739742729017e-05 0.00014108765223676373 -0.00028989194476352281 -0.00047870452549849519 -0.00020966805526587658 -3.8029347756831142e-05 0.00019928508346802194 -0.00028573107369042486 0.00064664870976669083 0.00076707461007902459 -0.00053157221678407454 -0.00041180622102692736 -0.00030499174501348662 -0.0002647147806821154 2.0956356722168061e-05 0.00042759468241792295
leaf_count=78783 4849 1067 2162 25316 7252 868 1855 2840 10067 693 3220 2634 2029 9756 5540 6119 3578 403 2827 143476 925 1887 1092 414 455 321 201 131 40622 549
internal_value=0 0.0512929 0.0895636 -0.0246054 -0.0662067 -0.0140482 0.118449 0.152512 0.101831 -0.0603353 -0.021922 0.0835566 0.172823 -0.0264716 -0.0901621 -0.0361632 -0.107081 0.103751 -0.0388175 -0.0188794 0.113428 -0.120197 0.281098 0.412551 0.00987101 0.118661 0.325939 0.547009 -0.0232341 -0.036645
internal_count=361931 23533 18684 338398 86035 252363 16522 13974 11134 2548 227047 7883 4663 219164 28223 18467 11945 6522 8367 190941 6294 2812 3482 2159 1323 1067 746 545 184647 144025
shrinkage=0.000980392


Tree=3641
num_leaves=31
num_cat=0
split_feature=785 519 837 412 284 1177 1249 500 50 145 1246 1047 981 840 358 486 15 1102 774 854 693 56 629 21 187 152 134 767 372 553
split_gain=12.2649 13.3508 18.1653 23.1565 19.7639 22.7992 18.7419 18.4692 17.8421 16.7892 16.4837 16.2587 23.6551 17.1404 26.7676 21.767 18.6415 20.2224 18.2983 36.2938 21.6839 20.9207 25.7293 18.1748 23.263 21.0537 19.8748 20.7084 23.476 23.8056
threshold=-0.86283290253235112 -0.830672104868595 -0.024445983609339975 1.3163541034535433 2.2154822803873588 1.1554228240134157 -1.2597117492394727 1.4155676088523064 0.55630078546380823 -1.2527227165597261 2.7186381514030598 2.8162032343233889 1.469577105443127 0.76398357398020311 2.7180087019419461 -0.7365414040548085 -1.711263085297033 1.0000000180025095e-35 1.1292256896929815 -0.87473648844905705 0.6215595614394549 0.58160213896575708 0.85100208288363743 -0.70163543588998201 1.1282120477717485 2.3822369993612553 1.35321484427453 0.83310892199939712 -0.89164644713046382 0.3099968510795888
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -4 9 -7 -2 -8 -6 -5 13 -13 23 15 16 17 -15 20 -20 21 -17 -23 25 26 -3 27 28 -25 -30
right_child=1 11 4 10 5 6 8 -9 -10 -11 -12 12 -14 14 -16 18 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0019274706543050341 -0.0046907338696041403 0.0015847071758679377 -0.006189478890282955 0.011623421789371825 0.074969001248387679 -0.03603347392787553 0.15433849759740487 0.0019936137663695498 0.041522197523514555 -0.0012107572944001751 -0.058104070344251718 0.0032859637083756488 0.028324460702064548 -0.0007542490538238176 -0.028465553647821846 -0.005751805867254811 -0.0096230330246685047 0.063040409273728379 0.012349554384897854 -0.0019429133341366369 0.0021813049784522886 0.0044851029725071854 -0.013918935135375633 0.0066954161335112802 -0.0049713527412930929 0.014278466010531685 -0.0036006611788381836 -0.0022332422000413362 0.0016817063818618039 -0.0030918571085559116
leaf_count=29559 14890 61742 22277 2153 35 28 33 12049 34 473 53 2933 506 267 560 20856 6712 87 3085 6189 10030 4960 1017 9885 16221 1699 23049 26182 65681 18686
internal_value=0 -0.00895037 -0.0479573 -0.00845686 -0.108208 0.311458 1.35266 -0.031885 1.86603 0.109084 0.205937 -0.00311517 0.154272 -0.00513983 -0.0411509 -0.0363104 -0.164138 0.393378 -0.0198977 0.0674734 -0.0426754 -0.0771262 0.0287455 0.00430883 -0.00853677 0.0397651 0.000200935 0.0104999 0.0265507 0.0144804
internal_count=361931 332372 52025 29145 22880 603 95 26939 67 508 2206 280347 3439 276908 53763 53203 7066 354 46137 9274 36863 26833 5977 223145 159704 63441 143483 120434 94252 84367
shrinkage=0.05


Tree=3642
num_leaves=31
num_cat=0
split_feature=1368 1452 1452 1457 1464 754 1458 1450 1452 1451 1444 1463 1369 21 1176 82 636 564 1439 898 1466 1187 199 363 549 57 1459 1119 811 501
split_gain=12.1223 20.5795 29.4164 31.5623 33.3079 29.3343 26.1063 33.6201 24.8691 24.3153 23.9639 23.3634 23.1155 22.88 22.4156 22.3014 20.9321 20.1472 20.1332 21.4964 19.9912 22.5412 20.2681 19.8983 19.0587 18.8408 24.6845 23.9207 28.9927 20.8783
threshold=1.0000000180025095e-35 -0.18157124906225561 -0.1014882148136543 -0.51908510895941451 -0.045917158466491741 2.7568525871935359 -0.45416350011085566 -0.68961132794472235 -0.13431352879282774 0.59897055457132509 0.61050815248025436 -0.098319110425498166 1.7956689146751461 2.7023039193162686 0.11474411225783422 0.88891315571151586 0.45623207176700725 0.1663937588550311 1.0000000180025095e-35 -0.92049997295606201 1.1481623852422969 1.0142791320358084 1.0000000180025095e-35 0.13032350679230514 -1.0525094272899334 0.72527224708021132 -0.452064525393509 0.79561394474077307 1.0000000180025095e-35 -0.72968445259761627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 -3 10 7 8 15 17 13 12 -9 -4 -6 -5 -11 20 19 -8 25 22 -22 -18 -13 -2 29 28 -28 -27
right_child=1 2 5 6 14 -7 18 11 -10 16 -12 24 -14 -15 -16 -17 23 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00080954411120405685 0.001845154184272316 -0.038161527908170595 0.0013943856018932745 -0.046311081091324084 -0.023816269936057566 -0.013794897672813109 -0.060224793137440571 0.039866086761330209 0.031513466037443254 0.01049060009024756 -0.0070782325376964016 -0.051267901194359228 -0.047149843068835198 -0.015507503542022029 0.0093823815350471424 0.023066769176715431 -0.0038824042825787576 -0.0012071951761867391 -0.022918761916514235 0.0031187055918802074 0.0037973409124707745 -0.031917989680525685 -0.021935827399783 0.015695907344270947 0.011510877529889316 0.025824800898503898 0.022608655802486798 0.0024759875158313531 -0.0036693770387471038 -0.0021693721153454369
leaf_count=215991 29378 1000 48269 328 554 3021 98 498 107 6706 6421 96 48 905 467 76 2952 29898 1212 1124 1677 395 657 791 276 356 2808 1869 667 3286
internal_value=0 0.011484 -0.0193136 -0.178485 -0.418457 -0.00412554 -0.0543967 0.180432 -0.330308 0.0356021 0.00559139 0.413696 0.680454 0.0207757 -0.151046 -0.622929 0.134618 0.0197977 -0.213519 -0.0160816 0.0540158 -0.140547 -0.0487946 0.00445837 -0.0384125 0.0676554 0.154686 0.249423 0.358035 0.012924
internal_count=361931 145940 64500 5884 2021 58616 3863 1429 511 81440 55595 918 546 49174 1021 404 10449 70991 2434 1222 41093 2729 2334 3743 372 38364 8986 5344 3475 3642
shrinkage=0.05


Tree=3643
num_leaves=31
num_cat=0
split_feature=51 1041 1400 750 1281 1323 137 1047 776 150 1161 20 1466 1466 1462 214 488 54 777 914 1450 1463 585 1463 1463 1454 1461 1467 1454 1449
split_gain=12.05 17.5561 17.3924 21.8348 21.7031 22.1442 18.5628 17.8665 18.3186 20.7184 16.8076 16.7238 16.6378 30.1749 38.2646 21.9092 21.4026 21.481 21.3692 20.4336 20.151 20.1523 19.9182 18.6423 32.0683 34.8305 27.5056 42.4886 26.6569 43.7966
threshold=1.0000000180025095e-35 -1.2814642748544032 -0.53789639781514098 1.0000000180025095e-35 0.27592725731663426 -0.75794030895606579 0.71559759823706726 -1.0794544675301283 1.4617558652248122 -0.10374037834285298 2.9844196626450645 1.3030950851629568 0.37829601484295772 0.33394102906587103 1.8461117166573322 -0.70159635276368759 -0.86974458466620941 3.6775023658676358 -0.56917069483155347 0.68499384792987983 2.5981026157960643 3.5642877411819058 0.59573659850611882 0.075761483801935647 0.16604916994249511 1.6537132332631717 0.36266233291310784 -0.096942217446212481 -0.91909735138557946 -0.090034800950571897
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 -3 4 6 -6 -4 8 -7 -10 -8 -5 13 16 15 -15 -1 23 19 -14 22 -22 -20 28 25 26 27 -25 29 -18
right_child=1 2 3 11 5 7 10 -9 9 -11 -12 -13 18 14 -16 -17 17 -19 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035828619261206169 -0.0073576669864977825 0.0011649913401859729 0.0011803883719033164 -0.0060589713446439191 -0.011700185078390679 0.0081492401558943151 -0.0046064535427014948 -0.003156960787242211 0.019517424179044451 0.12870221932994394 -0.060181316044340565 -0.024752831814824652 0.0078451518356773397 -0.0012903255899705279 0.020744515542799231 -0.024891094064984 0.015707830062380333 -0.013437781378716269 -0.00032617941399034858 -0.0024964577814776756 -0.016046625938981283 0.014851461558200829 0.0060533348236350565 0.026936010110587966 0.0013267354582665617 -0.02054504878036411 -0.0014091394797135469 0.00223698444568389 -0.00080724382153664689 -0.0055397637172163242
leaf_count=23869 8890 41810 42388 10062 5895 809 7856 18869 100 33 76 1324 11261 777 323 1837 3266 1489 26266 3173 1427 253 7864 2239 40622 422 1312 1493 93599 2327
internal_value=0 -0.0227345 -0.0164901 -0.0368045 -0.0241691 -0.0840947 0.00390391 -0.0482027 0.312024 1.24173 -0.103331 -0.158119 0.0059024 -0.00515912 -0.240927 -0.350227 -0.00117155 0.00844892 0.0417034 0.113902 0.0118574 -0.214884 0.0245238 0.0112392 0.0485145 0.21032 0.262312 0.357463 -0.00695036 0.149949
internal_count=361931 138112 129222 87412 76026 25706 50320 19811 942 133 7932 11386 223819 173575 2937 2614 170638 146769 50244 14434 35810 1680 34130 145280 46088 5466 5044 3732 99192 5593
shrinkage=0.05


Tree=3644
num_leaves=31
num_cat=0
split_feature=785 519 728 869 938 803 727 382 650 1149 666 609 1249 1052 791 712 896 923 744 564 353 923 866 789 1452 1470 1459 759 554 646
split_gain=20.7786 20.1061 25.6636 30.6574 26.8291 26.4151 23.1662 24.7293 22.7713 22.7482 22.6045 38.0375 22.3718 22.2996 24.3626 35.1901 22.8731 23.8686 22.6887 31.4998 22.5899 22.2093 41.1642 22.1209 21.3562 37.9929 25.8999 22.8496 22.9524 20.9624
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.6923072129381651 3.070608018023568 0.45873907618427312 1.6285028476148826 1.8362446977621718 2.0566016913075393 1.0000000180025095e-35 1.0000000180025095e-35 0.13351389361957308 -0.86449023226567734 0.44435819641028773 -0.84605277249859834 2.3170018609587832 -0.86449023226567734 0.5880156106821478 1.1248358748350926 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623 0.99988622835687535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 9 -3 23 24 13 -7 -12 -10 14 16 -16 21 -18 19 -17 -19 22 -4 -8 29 27 -27 28 -26 -2
right_child=1 6 3 -5 -6 10 7 -9 12 -11 11 -13 -14 -15 15 18 17 20 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=3.8819478515426924e-05 -5.2040964600904905e-05 -4.2586342307093995e-05 -5.813936501151676e-05 -7.8213860157533489e-05 -6.7167610253262924e-05 2.2010813062167412e-05 0.00024193934468319745 2.6920633026174852e-08 0.00017226389364641129 0.00020895610355853739 0.00034907652545679302 -0.00052826612961185879 -0.00041966183641785473 -0.00019740893175129877 -6.8956153322068632e-05 -7.4791687809691712e-05 -0.00030083791504264233 -5.2553026618066471e-05 -2.6145488806884385e-05 0.00018765730987249115 -0.00045814178145262122 -2.0842378875838737e-05 0.00033697110400070717 -6.5589971023907791e-05 -7.5939828338430704e-05 0.00052723407229370131 -3.4296655005776646e-05 0.00019959749598296594 0.00033502193418410585 7.1414956195067005e-05
leaf_count=29559 33051 9447 2749 85264 53095 3905 5244 5700 5803 1873 2432 230 422 4134 11784 3167 2455 23511 5167 10983 662 37968 2292 1127 6762 1277 531 2508 622 8207
internal_value=0 -0.0219466 -0.0273898 -0.0385973 -0.0212924 -0.00253479 0.0403931 0.0984704 0.0146305 -0.0117963 0.129027 0.277787 0.143681 -0.0167897 -0.0106918 0.0428602 -0.0344111 -0.0869964 0.0956638 0.141861 -0.0657044 -0.00168775 0.136808 0.187839 -0.000747767 0.0815726 0.370778 0.0270735 -0.0367481 -0.0260519
internal_count=361931 332372 310854 251671 166407 113312 21518 12071 59183 106745 6567 2662 6225 104872 100738 31101 69637 26628 19317 14150 24173 43009 5041 6371 52958 11700 1808 9892 7384 41258
shrinkage=0.000980392


Tree=3645
num_leaves=31
num_cat=0
split_feature=1454 1458 21 1258 967 207 519 942 760 277 280 1182 146 1458 897 350 1452 635 214 1030 1053 1162 554 1442 21 603 470 525 1449 266
split_gain=11.8827 12.6548 15.2564 15.1422 14.4282 25.7729 20.8327 20.3786 18.5401 19.4847 18.1462 17.863 17.787 17.7468 18.9457 21.2743 19.7664 19.2838 18.3439 17.7189 20.1074 20.1282 17.6752 16.5654 16.8479 31.8306 25.1453 23.7022 27.9885 22.4781
threshold=-1.0640499357927207 2.6054386111478895 -3.9164670491403295 -0.85376999021580235 0.17355941391713439 -0.018020016259858058 -0.830672104868595 1.0000000180025095e-35 2.181063439396091 1.3490773523025463 1.5208554907548109 0.45679693261280724 0.48485896988873178 -0.68670830865558485 1.025419841046902 2.6739154179230007 -0.46972374107506953 -1.3219584077173314 0.42641912635491935 1.4217378407974357 -0.93964310468636636 4.3075970578448919 3.0320133534068829 -1.2625182715263061 0.43301101584543472 1.0000000180025095e-35 0.66595742291584703 0.48591762417222256 0.21031501113833881 1.8774517785392637
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 -6 7 -7 9 10 19 22 13 14 15 16 17 18 -12 23 -21 -22 -11 -4 29 27 -27 -26 -29 -25
right_child=1 -3 4 -5 5 6 -8 -9 -10 11 12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.019836084303451462 -0.042575653573070742 0.0039300162237890365 -0.0012254613318157699 0.024318309978440828 -0.0033387675011977216 0.0017566921996187757 0.0015252368371202578 -0.012544819772484823 -0.0060007004383664346 -0.0015841892403527743 0.046065772096320963 -0.0095371742410470823 0.0026452624788618154 -0.0088856043875328236 -0.026302269008955693 0.075805098280631533 -0.0043343904224786992 0.016325462060646116 0.20524116166965808 0.012223164467972537 -0.0049813889670140988 0.10765058617529055 0.045961449675460203 0.0030658605652289007 0.00036406275418084826 0.0021818603986235364 0.012539872510033599 -0.0082482614817305563 0.003286474411426567 -0.0064818011291082394
leaf_count=604 49 8377 37795 498 59333 3661 39556 3848 8092 14536 35 5698 4554 9119 324 62 1225 655 20 1188 14394 25 113 79240 34188 13955 3218 10161 3550 3858
internal_value=0 -0.00366872 -0.0060525 0.370833 -0.00669799 -0.0313141 0.0108187 -0.123419 0.0026644 0.00599653 0.0120241 -0.0672141 -0.0697254 -0.126699 0.073435 0.162943 0.111767 0.448242 1.89072 0.0174651 -0.0674715 -0.0954016 -0.0241616 0.0229189 0.0326364 0.00609973 0.0900152 -0.0224704 -0.102905 0.0539196
internal_count=361931 361327 352950 547 352403 106398 47065 7509 246005 237913 217566 20347 15994 11440 2321 1997 1935 710 55 201572 15607 14419 14649 185965 148170 65072 17173 47899 13711 83098
shrinkage=0.05


Tree=3646
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 789 1079 1248 127 767 101 840 353 7 1098 1314 842 560 713 429 1382 68 769 700 899 30 147 1316 692 490 837 193
split_gain=11.7564 22.7478 17.1956 16.1716 17.1989 22.8705 22.6523 22.0446 21.1633 20.4279 19.65 21.1057 21.7906 21.358 20.1687 19.0517 22.8004 18.0496 21.319 17.7506 20.0272 17.7495 25.0984 20.0427 18.8072 17.6627 18.4678 22.0278 17.4975 17.3441
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.1248358748350926 1.0000000180025095e-35 2.3424983740584828 1.7945150566950006 -0.0068474133674648477 1.4237274042275969 2.2635064190068519 1.1985204625937358 -0.024945614378567921 0.76136214083110076 0.10408628203872534 -1.1448957726765314 -0.26029823012303827 -2.5611134592556781 -1.0481357500732085 -0.58960361773413128 -0.39632274224484748 1.4755384455164593 0.5587641889167877 -0.19671150881110042 0.537788189271177 2.4308752484393028 1.8219411057217574 -0.066302349236698185 -0.66689889054856377 1.6847709233452719 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 6 9 7 8 -5 10 11 -6 19 17 -15 21 -17 18 -14 -13 -21 24 25 -24 29 26 28 -28 -23 -9
right_child=3 -3 -4 4 5 -7 -8 15 -10 -11 -12 12 13 14 -16 16 -18 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0033476706613155844 0.00074067437523056448 0.00013062286297563306 -0.0035855062975566434 -0.05016674249658807 -0.0082709075148297857 0.026204527912409334 0.021306947206505281 0.0086684801159058866 0.06563923087414518 -0.036043304856804466 -0.01715166759976991 0.011264841565923589 -0.047449270960243685 0.088078818038083179 0.022157894699978909 0.038406202846302528 -0.0043221588302950293 -0.01266684366811807 0.079350962354673815 -0.01189461692236294 0.052041438132803375 0.017026926557835092 -0.016602828573077762 0.044113648300415781 0.054258489012275105 -0.037749309345920745 -0.0048301823855361053 0.10779001261267046 0.10593047966115787 -0.0090783386980092876
leaf_count=4504 174487 89418 70184 213 5144 265 583 1744 26 303 1614 775 38 56 660 118 7172 469 56 1723 61 234 320 99 101 37 36 102 36 1353
internal_value=0 -0.0201021 -0.0578744 0.00732447 -0.0493948 -0.113847 0.0106993 -0.013029 -0.747336 -0.130579 -0.114004 -0.0717556 0.0596745 0.313159 0.568104 0.000781508 -0.0670542 -0.0512964 0.892949 -0.0608217 -0.18912 0.132411 0.44586 0.00346219 0.0543732 0.838082 0.982692 1.66359 0.596821 0.0229693
internal_count=361931 164106 74688 197825 23338 11164 12174 11591 239 10899 10596 8982 3838 1279 716 11352 7290 563 94 2559 1784 4062 864 419 3198 445 408 138 270 3097
shrinkage=0.05


Tree=3647
num_leaves=31
num_cat=0
split_feature=51 682 927 858 1233 427 776 1249 0 107 284 595 1112 150 414 1452 1182 69 1470 1310 361 1140 1177 289 1215 1391 887 148 1047 132
split_gain=11.5627 14.5051 20.6208 25.5916 19.0064 18.9872 17.0659 21.1921 19.4269 21.0445 19.6169 18.4464 17.3274 18.7509 16.2795 16.2153 20.6896 16.7956 20.25 16.078 18.1231 16.7072 17.9194 15.8482 15.7282 18.1109 22.4485 19.2904 22.6378 19.5831
threshold=1.0111847875080273 1.0000000180025095e-35 1.0483613175537825 1.0825608069246189 1.0000000180025095e-35 -1.7187089870915668 0.081538977342805394 2.299831926154345 0.056837246850871319 -0.66868293783288957 -0.95633349714041194 1.0000000180025095e-35 1.4631252492073072 -1.0673003125646907 -0.61441520544067396 0.174602822057108 -0.15298653655469821 -0.099146937712020378 0.19075927999884934 -0.387482737052884 0.69244580985343651 0.68702207920178304 -0.62334050486279902 -1.1764043571051006 1.0000000180025095e-35 0.10548066189263917 0.77264864957267976 -1.4296550176082601 0.36656084892058366 -0.64123316691334564
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 24 -3 8 -8 10 -10 11 -4 13 -11 -5 -6 17 18 -17 20 -15 22 -21 -13 -2 -26 27 28 29 -27
right_child=1 5 3 14 15 -7 7 -9 9 12 -12 23 -14 19 -16 16 -18 -19 -20 21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=6.946785804230743e-05 0.0034176150469739674 -0.023058889402736454 -0.0024467364730431842 0.059761692359720842 -0.01745312076232183 -0.0038302735672708591 0.011336719906939907 0.11207040150507591 -0.047437760347247143 -0.050802529213635143 -0.021891558676721778 0.022810508041884399 0.06783040771594126 -0.041833099627134676 0.017515795316723724 0.020767637207047773 -0.019662920775838078 -0.012231440982886423 0.098271184368137976 0.073505099112361513 0.049760570029431531 -0.051030669699036912 0.017288834128116059 0.15248780903294648 -0.0067042004819593912 -0.0021858565465784933 -0.014852695984561274 0.0036927074203088033 -0.058262791480557519 0.11056370759720079
leaf_count=306947 9494 1267 168 160 2804 20355 1302 30 84 75 860 37 65 103 384 284 561 224 69 105 34 35 198 20 9389 37 1238 5516 24 62
internal_value=0 -0.0386338 -0.00676638 0.156167 -0.030912 -0.0936056 0.0702515 0.271183 -0.0797952 0.215217 -0.283003 0.377294 0.352007 0.206175 0.596473 -0.228762 0.078374 0.433535 0.78504 0.354718 -0.306719 0.618677 0.773515 1.5647 -0.00986836 -0.0586001 0.0357754 0.0954755 1.02684 1.50199
internal_count=361931 54984 33362 3660 29702 21622 3116 1332 1784 699 1085 225 615 550 544 3942 1138 577 353 475 137 338 303 57 25760 16266 6877 5639 123 99
shrinkage=0.05


Tree=3648
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 126 1022 140 924 1252 978 650 1249 912 395 841 1404 789 648 1443 633 1443 830 86 1317 1452 1470
split_gain=28.1201 19.8309 24.4786 25.6144 23.029 31.6011 29.0211 46.5953 23.8499 22.9942 24.4509 22.222 22.4158 22.2787 21.9582 22.257 21.9166 22.3907 23.2653 23.0322 21.7853 21.6086 21.4688 20.9338 20.8883 24.1984 22.0017 22.625 20.5989 38.0671
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.8999064755685127 2.4192096387169548 2.6375975511520715 1.6923072129381651 1.8362446977621718 2.0688630952352867 1.0000000180025095e-35 1.2259052867616704 1.0000000180025095e-35 1.1248358748350926 1.8166789435549495 1.593744732512876 -0.96673487256783863 1.593744732512876 0.90765045146119727 1.4051290313271714 1.4042709669772029 0.4926003403048807 0.39181275121601528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 20 14 6 8 24 9 16 -11 -7 13 23 28 -16 17 -6 21 -20 -4 -19 -9 -13 25 26 27 -8 -2 -30
right_child=1 2 3 -5 5 11 7 22 -10 10 -12 12 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.8823977031316823e-05 -2.674900723569138e-05 -4.5069764461545917e-05 0.0002443616913343182 -3.220794566184787e-07 -0.00012809974691173825 -8.8997987918313794e-05 -2.8627156802015046e-05 0.00028654307624175228 -8.4133086400789428e-07 0.00066972396486215848 4.4878780629222267e-06 -0.00033992109011986884 0.00088843185631337564 -0.0013426562052164664 0.0001680113114553541 -0.00042213723518969525 0.00015583763054847591 -4.2080679327185044e-05 -0.00042246578955103378 -6.8644417233202837e-05 -6.0804475465038383e-05 0.00015254766970624109 -9.432266953721462e-05 0.0001243284830442861 -0.0001592499626203989 0.0001701708914898974 -0.00038110872540176438 0.00035134978841909042 2.3385481703569503e-05 0.00036067078283410153
leaf_count=29559 41258 9447 5244 5700 32689 79939 8870 4219 62084 372 658 897 171 73 5803 422 2175 37821 1759 2375 1127 2763 840 4184 3931 4136 906 809 9892 1808
internal_value=0 -0.0217227 0.0401749 0.0998707 -0.0271323 -0.0377524 -0.0201793 0.0519347 -0.0334718 -0.0620787 0.251954 -0.0795766 0.0763804 0.0446906 0.012681 0.139408 -0.0674555 -0.0746854 -0.0438557 -0.213315 0.190791 -0.0274462 0.23266 0.0638775 -0.00278196 0.0333914 -0.025148 0.00394319 -0.00242672 0.0784413
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 80612 1030 85264 5325 5154 59183 6225 79582 77407 44718 4134 6371 40584 5059 5081 18652 14721 10585 9679 52958 11700
shrinkage=0.000980392


Tree=3649
num_leaves=31
num_cat=0
split_feature=785 727 905 419 911 910 492 405 280 21 77 1092 539 740 1266 635 491 463 292 1134 772 422 1101 347 1467 1465 1118 1452 1174 1039
split_gain=11.6458 13.2396 13.79 15.915 14.4823 14.081 13.3739 13.2999 13.1176 13.478 15.3519 18.3476 16.0978 17.319 19.0928 22.2961 14.5127 14.4474 14.3127 14.1044 14.1782 13.7803 13.5064 13.7578 16.3827 21.8777 17.8527 16.1769 14.6364 14.5387
threshold=-0.86283290253235112 1.0000000180025095e-35 1.037999635394202 -0.31523671895390476 1.704350590775946 1.2087242744990998 -1.1029780975532606 3.5736363738346935 -1.3466882890892022 1.0000000180025095e-35 0.95053894427522623 2.9499917481720264 1.0000000180025095e-35 1.0000000180025095e-35 -1.0835298312780322 0.38565440839525605 1.5273546669778832 1.0000000180025095e-35 2.185207197645505 0.52698648034901274 -0.38041193441070936 2.652397011792702 -0.37478473001060308 -0.008635686427426988 0.060492031153216698 -0.47849995239157511 0.31036794774420323 1.1844650239005572 1.1384959242632733 -0.87822866244478648
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -5 8 -3 22 12 -12 13 18 15 -15 21 -14 -11 -18 -21 -16 -10 27 25 26 -25 29 -29 -24
right_child=-2 7 3 6 -6 -7 -8 -9 9 10 11 -13 17 14 16 -17 19 -19 -20 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0016455126070108409 -0.00040320300483009269 0.040798141142759058 -0.0042880705497010917 -0.031159683847970389 0.017981085002795019 -0.01554949737039525 0.020737934873651602 -0.035589241567240824 -0.0065830766598554986 -0.0037236820502393794 0.020172241631461179 -0.081534490011831995 0.006364117870036318 -0.0026959592500434399 0.017202161506558938 -0.090264140661911463 0.00016230349117760868 0.022285767283714973 -0.046206703905565388 -0.15569230587813068 -0.022894658224485248 -0.065188385247114108 0.021174591181815625 -0.033605542641266556 0.022601361290164834 0.013192558521254069 0.0080264787534344139 -0.047093245127608728 0.046632868874836066 -0.0039358150950746344
leaf_count=9637 332372 110 666 68 363 956 861 126 2403 2254 1524 26 3258 133 1478 45 129 1018 97 20 32 26 329 288 781 911 230 160 20 1610
internal_value=0 0.0382346 -0.0143302 0.170739 -0.042324 -0.0579079 0.348158 0.0802959 0.0853436 0.0799119 0.134117 0.366363 0.0995601 0.00940443 0.172833 -0.492192 0.248847 0.206796 -0.107748 -0.386078 -1.49929 0.316282 0.00412767 0.0768278 0.199293 0.0558845 -0.308911 -0.0492429 -0.691534 0.00811824
internal_count=361931 29559 12551 1595 10956 10593 929 17008 16882 16772 10040 1550 8490 4214 1863 178 1685 4276 2351 181 52 1504 6732 4329 2210 1429 518 2119 180 1939
shrinkage=0.05


Tree=3650
num_leaves=31
num_cat=0
split_feature=519 858 712 1299 634 423 1102 980 141 693 806 696 776 141 155 619 588 838 759 553 907 773 1041 420 846 697 1037 363 362 965
split_gain=11.5037 25.6896 23.5415 23.4481 19.9 20.8233 19.4046 18.9806 22.634 21.1492 21.3399 20.2695 18.429 17.8957 16.8716 16.8659 16.7058 18.5652 16.4449 19.1386 16.4083 16.2704 20.8553 19.8464 23.2603 19.9107 17.918 15.8767 15.8521 17.0156
threshold=2.1420547332082829 1.0825608069246189 1.0000000180025095e-35 2.0781377659795948 -0.96317785926635835 1.2024874508848313 1.0000000180025095e-35 1.090331631306799 -1.0595925284170959 0.29955462398378874 0.53322213276968733 -0.78126535604696035 -0.71097265505395957 -0.18625626125517367 1.7793687987736171 2.9218440446535365 0.71188872395471614 2.0789247412542355 0.58486168351626755 0.62889359422457813 0.37330672324741559 1.1146331096943436 -1.2541197277790614 1.8836420483414584 -0.067702759270093893 -1.0040178173049594 -1.7398150512302728 0.40045531908141091 1.2108104645565183 0.40178444215186121
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 7 -5 6 -6 8 -4 10 -9 -12 -13 -11 21 -15 17 27 -18 -20 -14 22 -2 -24 25 -25 -23 -10 29 -28
right_child=1 -3 3 4 5 -7 -8 9 16 13 11 12 20 15 -16 -17 18 -19 19 -21 -22 26 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00037397040075911811 -0.023350081624292973 -0.0075831852685769065 -0.0061570207721847242 0.049267037756114566 0.011214450199364706 -0.089067187286129237 -0.020758702838128175 -0.0040463440345350626 0.012821995499675401 -0.013076075964827377 0.01485680667188255 -0.012905513124073007 -0.10657635039197007 0.031251959893398566 -0.021577670421222314 -0.0099759201022685245 0.02754404467984993 -0.024943694917724718 0.0097589079163796343 -0.074184961284748496 -0.00040490663177057359 0.086889121502407546 0.0020952190486147617 -0.036765645768098924 -0.016962975755350437 0.0593217923919706 0.0015452129892183006 -0.00057739064395175737 -0.055321479225654085 -0.028044164410429569
leaf_count=338398 465 2809 920 56 316 40 582 824 4971 254 54 56 91 416 507 144 1247 183 405 41 21 29 6390 28 105 172 629 1240 134 404
internal_value=0 0.0421254 0.0682522 0.128521 -0.176805 -0.251355 -0.1883 0.157546 0.197973 -0.0367763 -0.239984 -0.824385 -1.19235 0.213357 -0.0191115 0.415411 0.233215 0.185202 0.426276 0.0585927 -1.72574 0.00330008 0.0412938 0.0686346 0.59 0.950409 -0.24407 0.204005 -0.283295 -0.198088
internal_count=361931 23533 20724 11861 994 938 898 10867 9007 1860 1046 222 168 814 8863 560 8087 6394 1693 446 112 8356 7160 6695 305 200 1196 6211 1167 1033
shrinkage=0.05


Tree=3651
num_leaves=31
num_cat=0
split_feature=50 56 1454 1470 196 7 633 1178 799 1454 537 84 1256 1109 12 169 1188 1357 1458 691 1450 330 1464 1464 831 810 852 1055 1466 290
split_gain=11.4818 23.0831 17.2064 16.784 17.8938 20.9566 18.4284 17.4494 19.3108 18.5131 24.9609 20.0056 19.5235 19.3584 20.6393 19.3849 19.3322 18.668 18.7309 23.3829 23.2697 18.9678 17.9853 26.1516 19.5297 18.3837 18.2366 21.9052 18.0282 19.5415
threshold=0.55630078546380823 1.0000000180025095e-35 -0.98478334500156417 -1.3664195657027294 1.0000000180025095e-35 1.0175512768788015 1.0523366144713495 0.060150514790486227 -0.58454210970522613 1.3030628896944136 1.2978429288651507 -1.5608192055359331 1.7714862327803089 -1.3083150199132361 -1.2017835544306379 1.8957240223122926 -1.2246195371119113 1.3962008022525787 0.20667703603638712 0.09073343107150042 0.17095000708663582 3.847662738988014 -0.46204076373648789 -0.42913060951834736 0.96344171078109098 -0.65819684525605759 1.0747610123934368 -0.89485810456609671 0.28675450570750938 0.40341183034971367
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -3 -5 -9 11 12 13 16 -10 15 -15 -11 18 21 20 -20 22 24 -24 28 26 27 -25 -13 -30
right_child=2 3 -4 7 -6 -7 -8 8 9 10 -12 17 -14 14 -16 -17 -18 -19 19 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.001993371510193259 -0.013119107355970164 0.0039388475738388424 0.0011059846997766478 -0.00065976752145870165 -0.028622540137149845 -0.02923160486554301 0.068419179979744268 0.0061657943290676955 0.029106012344587436 0.060409326711933845 0.017316113196390009 -0.0061912659740062737 0.014565585624989025 0.0060434909314273184 -0.018718230593843206 0.11202656361009536 -0.012182527368395882 -0.0067524430164665463 0.014650242045846971 -0.00041744546184381017 0.0009606248686996222 -0.039374271775829389 0.045146384987280956 0.016048674907472107 0.0085832860872873968 0.0058633630611412101 0.013503480528784263 -0.0063276417835474363 0.012855586924882432 -0.0082817362706241893
leaf_count=123658 1290 305 82873 90959 498 200 49 10468 182 50 448 8922 336 287 1858 27 3585 3645 4426 3915 2045 134 155 547 1814 11663 741 4620 1426 805
internal_value=0 -0.0114901 0.0185911 0.00574666 -0.267373 -0.00469865 0.296474 0.00783982 0.0363113 0.0183825 -0.116405 0.0317637 -0.174597 -0.199675 -0.268625 0.322826 -0.225486 0.041021 0.0528301 0.131733 0.207052 0.0246161 0.0283847 0.0728598 -0.0371656 0.0642879 -0.0310972 -0.0777108 -0.0746672 0.098806
internal_count=361931 277768 84163 154110 1052 554 354 153058 62099 51631 4419 47212 3971 2354 2172 314 3635 44858 41213 10386 6471 30827 30693 17726 12967 17571 5908 5167 11153 2231
shrinkage=0.05


Tree=3652
num_leaves=31
num_cat=0
split_feature=1371 499 562 842 1457 1386 1470 1116 890 1052 1315 79 624 710 1287 151 769 449 700 982 541 79 1028 1045 739 698 1450 834 615 550
split_gain=11.3378 15.5175 17.553 15.6902 16.2212 15.7274 16.4058 15.2122 17.0771 18.696 16.4848 14.4063 17.7624 13.3357 13.351 13.2771 15.7856 14.1582 12.832 12.7829 12.9604 12.6401 14.4001 12.605 12.5699 12.5543 13.0928 12.2592 14.0335 12.2093
threshold=3.4357416210103824 -1.7751342901158156 0.70471700211205035 2.3752998519744484 -0.30164077649911097 0.43876717292237005 -0.14038761377060036 -0.28286215341588289 -1.0182342416987082 -0.010893667774744197 0.72156288321337014 2.0456821283476967 -0.60992543848588032 2.59888630691959 2.0134489336482666 -0.41325983348463208 1.350582402594046 -1.1412885898275651 0.9148033444275987 -0.79396887567491625 1.0000000180025095e-35 0.24005564812467808 -1.271019091203941 2.837135990578973 1.0000000180025095e-35 1.1506624543298749 0.27262452905359075 -0.7000557801302606 -0.59108387774323179 0.82007178199848485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 13 6 11 18 9 -9 24 15 -13 14 23 16 17 -6 27 20 -17 22 -5 25 -10 -3 -27 -8 -29 -7
right_child=1 3 -4 21 5 29 7 8 10 -11 -12 12 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00010147494098345278 0.0064875070466199648 -0.030940112161171207 0.14640202025090399 -0.035586169296292491 0.088436049838389486 -0.031495937320482954 0.048495934350579951 0.046496426159273192 0.024797547342241141 0.20241710944327465 0.07840458100244703 -0.064555047154638209 0.12583617297071592 0.028599894858866427 0.04967035007742792 -0.014791155535103184 0.13371350088345146 -0.0092215326036295744 -0.062337813430250279 -0.038353669845093419 0.075228254336739589 -0.016844788266872815 0.095098287445886387 0.077405016960675088 -0.064425151774340217 -0.018433371375405818 0.05886910956244204 0.023986220600143483 -0.044033099929844839 0.038124646422012215
leaf_count=357287 69 1780 29 22 34 606 128 34 81 23 63 21 22 86 32 112 34 273 83 406 30 50 41 21 55 152 51 139 123 44
internal_value=0 -0.14899 1.08758 -0.172699 -0.207081 -0.0387347 0.0966987 0.41057 0.887509 2.19028 0.548366 -0.160165 1.37112 -0.399875 -0.458773 -0.244233 0.261305 0.0737111 0.0622997 -0.491804 0.160313 0.70601 1.32579 -0.500626 0.0212371 -0.529443 0.137825 0.247493 -0.118456 -0.473975
internal_count=361931 4644 98 4546 4433 2311 1661 729 256 57 199 932 43 2122 2036 889 341 307 473 548 142 113 63 2004 136 1983 203 390 262 650
shrinkage=0.05


Tree=3653
num_leaves=31
num_cat=0
split_feature=561 1312 959 703 1196 970 418 1444 126 1450 1257 216 1381 1388 560 845 419 486 1246 69 1316 752 214 846 815 841 363 357 417 740
split_gain=11.3652 20.3341 19.923 22.1807 19.2711 19.2103 18.9169 18.445 18.403 17.4192 17.119 20.1637 23.5902 20.3566 18.9746 18.1057 16.8997 16.8424 16.5788 19.1711 21.2936 19.7621 17.0199 16.5161 17.9502 16.3866 16.3662 16.2848 16.276 26.797
threshold=0.23497785287295059 0.35015719381843119 -1.2907225086880219 -0.49571808031551295 1.0000000180025095e-35 0.2773409346311409 1.7724915768289919 2.8016267991001516 2.7891731844326864 6.3256978922114095 0.32420749664042453 1.7915216014418134 0.97475898007079409 -0.051325006478489414 0.376579780740946 2.3405953213413535 2.4555202176173299 -0.86275966884794419 0.2924482658519339 0.92214404507823799 -1.1125470580169667 0.78880898582227543 0.37772781070951184 -0.57880276972203537 1.0000000180025095e-35 -0.85935310248696084 0.33197119765600386 2.7479281276113254 -0.36395393203619447 2.6399776226761449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 10 -6 9 8 28 -2 18 12 -12 -13 -15 -14 -7 -18 -5 20 -20 22 -21 24 27 -22 -26 -1 -4 -30
right_child=6 -3 7 4 5 16 -8 -9 -10 -11 11 13 15 14 -16 -17 17 -19 19 21 25 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.011459867093140846 -0.00088595696280622984 -0.0017098295324420516 0.0001346405050085184 -0.0027250300032830889 0.00049452960260464821 -0.013894286780826335 -0.0082408617876399953 -0.0056342539354545876 -0.0061060169278677858 0.032136332609564611 0.004205863225497544 0.0037261852381026399 0.031658593556672381 0.11750711792150037 0.02959295338805288 0.14767924563089577 -0.071060852543861019 0.058110217800696196 -0.024063693727262553 0.067688640808681907 -0.013794787571794026 -0.025465769979354777 0.0098305036536186132 -0.0099527656902355828 0.0088536119690410323 0.014518437916890729 -0.013940291097931365 0.073698419724424466 0.0030155937395391266 -0.0078121055266075178
leaf_count=2276 113065 58897 52137 5276 5320 3265 7309 6105 3653 167 2158 129 314 68 68 22 24 89 405 186 469 72 126 8208 2355 1638 581 28 84827 2694
internal_value=0 0.00572701 0.0170942 -0.040017 0.0124387 -0.0785652 -0.0230837 0.0270965 0.0315426 -0.0163146 0.0794486 0.249535 0.181353 0.911782 1.49506 0.780574 -0.240618 0.717674 0.0241471 0.177628 0.0949387 0.675856 0.927592 -0.121368 -0.0170359 0.187533 0.0958375 -0.199889 0.0357063 0.0533107
internal_count=361931 241390 182493 33077 19629 8698 120541 149416 143311 113232 10931 2759 2494 265 136 336 3378 113 8172 2896 2512 384 312 13448 5240 2107 2936 2304 139658 87521
shrinkage=0.05


Tree=3654
num_leaves=31
num_cat=0
split_feature=545 959 1094 705 417 1466 998 760 278 1469 1451 1452 1456 1167 1102 1361 144 395 1370 69 1257 769 1320 348 1247 998 1458 1464 1450 8
split_gain=21.7161 21.7795 24.0795 22.9592 24.0404 21.6673 21.1017 23.8023 20.7065 24.227 29.8097 22.1846 23.5613 24.741 21.6862 20.5146 21.6957 20.6025 21.2227 22.3048 19.7035 20.4887 19.6916 19.5272 19.4038 19.1747 19.3295 21.6546 21.9775 22.3965
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 1.3612027609086828 0.010950138188642858 2.5621452872994568 1.0000000180025095e-35 -0.16146241837233172 -0.26901177687941419 0.29844699699690508 1.4092080211977058 0.68011561037582036 0.48268798061829216 0.47054165770392581 2.3568461994793108 1.0000000180025095e-35 0.5591401735916004 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 -1.2245333202670252 1.4978520246097473 -1.1902160690011778 2.1800451621148382 2.4461068647497295 1.4163844920633186 -0.66626202780038846 -0.21277092985742865 -0.65108037068585689 -0.32186058573693516
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 15 7 -5 -6 -10 11 12 -11 25 -12 17 22 18 19 -4 -8 -22 -17 -18 -9 26 27 28 -14 -30
right_child=1 3 5 6 8 -7 20 24 9 10 14 -13 13 -15 -16 16 23 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.031506562226774e-05 1.9450390801578068e-05 -2.865428979864551e-05 -3.2720881859387433e-05 0.00010873958563657212 -2.7013358187687647e-05 0.00024429068219256229 -0.00031782769324033972 -0.00013417450497376062 6.6048973921426418e-05 3.7070599713725995e-05 -0.00094969780556535465 -0.00028227914937150526 0.00090608632629611335 0.00029096034617752273 0.00067770178800094429 0.00028063750825065682 -0.00026273532669117351 0.0010810875155476821 -0.00030121623950323759 0.0012218540112369409 0.00021093567805049703 0.00077611314730440103 -5.7721510815833153e-05 0.00083365866800713456 0.00056670787232691617 0.00031856763997350438 -0.00040070401833997141 -0.0005014792391454917 0.00083661138725948188 -0.00036320299754553464
leaf_count=94059 13044 110537 704 7074 34294 765 360 3875 46306 18617 278 1606 148 524 35 1009 3800 68 9080 101 3188 297 8905 74 183 268 2046 286 102 298
internal_value=0 -0.00653231 -0.0653432 0.000636987 -0.00535559 -0.115707 0.083849 0.0347984 0.0180922 0.0390288 -0.0185205 -0.00978484 0.00669257 -0.158985 -0.714741 -0.132542 -0.0797589 -0.247813 -0.262218 0.187644 0.222937 0.267596 -0.0209333 -0.239232 -0.101958 -0.234106 -0.289393 -0.00245547 0.254087 -0.0433768
internal_count=361931 267872 37550 230322 215345 24506 14977 11132 104808 70514 24208 23895 22289 3672 313 23741 13788 9953 9885 805 3845 3485 9914 3874 4058 3148 2880 834 548 400
shrinkage=0.000980392


Tree=3655
num_leaves=31
num_cat=0
split_feature=728 1470 972 223 158 150 552 1111 1400 1442 151 1396 627 1189 1012 348 1324 72 1104 511 1395 322 428 84 298 1051 696 898 909 1189
split_gain=11.379 14.5668 14.6612 14.434 15.7076 18.8237 17.4642 16.2234 15.5769 15.4607 14.9787 17.2232 16.8057 18.521 15.252 18.4658 15.2519 15.4797 14.5672 15.3971 14.491 14.367 15.8388 17.4739 15.3706 16.5296 15.7213 15.3213 15.425 15.1002
threshold=1.0000000180025095e-35 -1.3782462404802098 -0.82209028726624511 3.0701443829635378 -0.20605429388167504 -0.93439549405133382 0.73424162455351527 -1.2015999767929342 1.1296621714708079 0.83593708936788813 2.2367420137660932 -0.24185619298042141 0.71230705751718471 1.6933282410619148 1.4711245761114824 0.41518499196987674 2.6099677820490776 1.3437261270730603 0.58516592469303652 -1.0000000180025095e-35 -1.2747034116702987 1.4725277493311824 2.6163917204392715 0.0564536420102471 -0.70906998531505028 2.9148101507013044 1.2834589442551556 -0.44263382181005978 2.1162250888151233 -1.0096337021262032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 6 -6 7 -5 9 -7 21 14 13 16 -12 20 17 -13 19 -15 -16 29 24 -24 26 -26 27 -23 -29 -3
right_child=1 3 -4 4 5 8 -8 -9 -10 -11 11 12 -14 18 15 -17 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00023193405308434748 -0.035847847319046111 0.0032453749807674556 0.073202652157440776 0.046368387906812233 -0.016477729578198898 0.081190390540388041 0.04061872905148213 -0.024031343230181076 -0.047316389799149573 0.0087960489895591767 -0.027706779832761114 0.0028034794200363831 -0.030154584895567944 -0.062540917848481203 0.087585496201958934 0.1215881516416874 0.078578261364269014 -0.052703679586841669 0.12644152465957545 0.093670904627532581 -0.04822991701947333 -0.036358629888809307 -0.0051629254832632858 0.08135118139265643 -0.0048359433802049479 0.059649440004857363 0.020117402262051262 -0.015465350344205226 0.050135989025424946 -0.0014588564571908656
leaf_count=252841 23 13426 48 50 116 158 121 382 32 58 1095 888 310 28 20 26 32 94 25 21 62 950 89 46 6390 73 222 1586 57 82662
internal_value=0 -0.0257633 0.916468 -0.0266967 0.298623 0.714703 0.0195416 -0.252524 1.04664 1.23631 -0.0293782 -0.22686 -0.0344778 0.107787 -0.465408 0.560564 0.0159174 -0.0475497 1.32098 0.28998 -0.17941 -0.0247564 -0.138204 0.67166 -0.156944 -0.0788158 -0.349816 -0.420892 -0.23471 -0.0168591
internal_count=361931 109090 71 109019 917 364 553 432 248 216 108102 2601 1398 1088 1203 108 1014 982 74 49 82 105501 9413 135 9278 6463 2815 2593 1643 96088
shrinkage=0.05


Tree=3656
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 727 382 126 1022 140 789 1452 1470 1469 1469 395 841 1116 689 759 339 1465 150 1373 1313 6 146 768 1450
split_gain=21.6908 19.531 24.215 27.0267 26.5236 43.9438 22.6578 25.6548 22.4747 22.9249 24.5292 22.4656 22.3742 41.5119 23.6662 23.0084 21.7147 23.2913 22.6314 21.7992 21.2502 20.8328 25.5321 21.034 22.5608 23.0767 22.2605 20.7617 21.5395 20.4343
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.1248358748350926 0.4926003403048807 0.84122639276026845 -0.1067644305262897 1.6911153983873026 1.0000000180025095e-35 1.2259052867616704 -1.2265353045382643 -1.1110989058077336 0.46683225090780039 -0.63586223425159905 1.4270952891077759 -1.1769467878382101 0.55446281419859778 -0.84422345066265148 -0.84233504217864252 -0.06749814115398188 0.12803632432176856 -0.67806027517800449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 8 -6 -3 11 9 16 -11 -8 21 15 -15 20 -4 19 -19 -18 -14 22 23 -2 26 -26 -25 -23 -29 -10
right_child=1 6 3 -5 5 -7 7 -9 29 10 -12 -13 13 14 -16 -17 17 18 -20 -21 -22 27 -24 24 25 -27 -28 28 -30 -31
leaf_value=4.3874211072463903e-05 0.00035925917673460336 -3.8987796449112158e-05 -0.00011596158664005058 -7.181021390611681e-05 -2.3217396492509131e-06 0.00022216978731409348 0.00024624732410335212 3.5173023568417e-07 -7.5555960477744258e-05 0.00067374408433476063 6.8838908234712397e-06 -6.3990697361067671e-05 1.6562705745658723e-05 0.00036028779277072628 0.001254543368603538 -0.00075801331437680972 0.00010528350201189407 -0.00094863568009388906 -0.00015970718984431871 -3.9376768152830634e-05 0.00023365429842983835 -0.00011267922581472964 -0.00026401909726200693 0.00020032185126294885 -0.00024642001634540112 0.00017227283419710002 -8.903591039473161e-05 7.8239735077054721e-05 -0.00010301784394381967 2.2297331349233536e-05
leaf_count=29559 1219 9447 33669 85264 18652 5059 5244 5700 13935 372 658 1127 9013 996 147 267 5691 279 3934 36009 2616 14320 1163 1764 712 6589 6977 8105 5295 48149
internal_value=0 -0.0182156 -0.0235896 -0.0344939 -0.0182357 0.0507752 0.0432877 0.100739 -0.0309544 -0.0587618 0.255082 0.191794 0.0172745 0.0972415 0.490185 0.0578185 -0.0641377 -0.0341154 -0.202215 -0.0179922 0.0691874 -0.00716876 0.0510746 0.0731421 0.0519165 0.137585 -0.0316685 -0.0479682 0.0121698 0.000720905
internal_count=361931 332372 310854 251671 166407 23711 21518 12071 142696 80612 1030 6371 59183 13039 1143 11896 79582 45913 4213 41700 11629 46144 18424 17261 16042 7301 8741 27720 13400 62084
shrinkage=0.000980392


Tree=3657
num_leaves=31
num_cat=0
split_feature=50 56 461 0 942 1465 1255 982 1040 495 764 659 69 491 1315 14 282 565 903 1037 1406 1469 1451 694 1453 1467 362 1470 976 967
split_gain=11.4268 20.2994 15.2542 22.4761 19.7307 19.5702 18.9985 18.3924 24.1191 17.5148 22.138 17.4677 18.0189 22.3006 18.4514 17.8676 19.4165 18.392 17.8431 17.3924 21.7193 17.0907 23.5453 18.2733 17.5486 16.8622 16.8354 15.8095 17.3993 15.7247
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.065371825954155055 3.1241105236897999 2.3195887819936725 1.5735607247588403 3.0854258727671673 0.55660978617494317 -0.46516041374681222 1.334072430122494 2.2359170208873898 -0.30122055462773989 -1.1303615699955671 -0.95084996867785232 1.3385519134868267 0.40593821795738422 1.6643343355893443 -0.54595827366519101 -1.5211270653159761 1.0000000180025095e-35 -0.4647667596972675 1.6622081177742041 2.0694473266637545 0.015182868257454333 0.40548763321784648 -1.4516076513928886 -1.3664195657027294 1.4781317411594586 1.9371657763971877
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 7 21 27 -9 -5 11 12 13 19 -14 16 -15 -18 -17 -11 -21 22 23 -7 -23 -26 -16 28 -4 -28
right_child=2 -3 4 9 -6 6 -8 8 -10 10 -12 -13 14 15 26 18 17 -19 -20 20 -22 24 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0028587434199944775 -0.0024325611354075053 6.0564041131472141e-05 -0.023040666303712307 -0.0018533696281793353 0.015468047124027938 0.0028995074865760975 -0.025490407269945021 0.022137941843555026 -0.029185534692619131 0.14810606869466084 -0.017170260235173877 -0.0084902125619723615 -0.0038838490361047828 -0.0035731761842660859 0.04787532853991211 0.0080035208729952959 0.0067149617836692087 0.05147729310609659 -0.033432264671518219 0.048887453381793296 -0.042166424015125999 0.039057075111631728 0.022890444215887137 -0.042555230935384054 0.016225710427599623 -0.051305177948159246 0.0082070417072558858 0.00076694790928571316 0.057977517394251665 -0.014224048153290692
leaf_count=74092 48452 90457 466 16151 1031 1894 178 920 143 20 669 1452 1794 4608 128 185 2027 102 391 140 64 441 667 121 298 76 12147 102336 30 451
internal_value=0 -0.019319 0.00779209 -0.0145357 0.0255803 0.0223278 0.175498 0.0162823 0.312816 0.0241493 0.0599996 0.0709028 0.0857105 -0.00312567 0.129645 -0.022731 0.00938709 0.184592 -0.396469 0.741445 0.541617 0.210043 0.129963 0.00900892 0.489397 0.136008 0.158456 0.0132317 -0.359561 0.150688
internal_count=361931 164549 197382 88781 108601 107570 3675 103895 1063 40329 24178 23509 22057 7537 14520 7313 6737 2129 576 224 204 3497 2682 2015 815 374 12726 102832 496 12598
shrinkage=0.05


Tree=3658
num_leaves=31
num_cat=0
split_feature=785 728 784 921 859 647 590 730 783 934 514 603 660 639 345 982 1117 570 209 1258 8 29 10 351 907 570 1421 82 350 422
split_gain=20.9648 17.3755 21.9627 20.9052 20.6849 19.6197 45.1334 18.797 25.0756 23.4425 22.1947 20.0882 21.1302 18.5148 17.8768 17.8617 17.8514 17.576 21.0111 17.9162 17.5721 17.5215 17.7854 17.4082 17.3775 17.289 19.5416 17.9213 19.6668 23.324
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.089392437450782083 0.46293354690950167 1.7621802667917166 -1.2591097148690287 0.10327219449165864 1.3315602333802148 -0.2566975764808338 -1.298475463871557 0.82152675923177465 -0.43543206165028031 2.0347385979342092 0.49932493644430648 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 6 23 8 10 11 -4 12 -9 14 24 -6 -8 -13 -19 -20 -14 22 -12 -3 -11 26 27 28 29 -7
right_child=1 5 3 4 15 25 16 9 -10 13 21 17 20 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.2554667885608919e-05 -1.924533400373121e-05 -2.414806851337645e-05 3.8104299470743396e-05 0.00040102287345390703 0.00011197741667874893 -0.00011967053789645052 -0.00068554203889052202 0.00015951386453166063 -6.4375871439194114e-05 -0.00014727735352603979 0.0002107621290621286 0.00012945885892766434 -0.00041938831289737915 -0.00028915502465480313 0.00034966305185708845 -0.00045020314974782491 0.00044197153761617916 -0.00053635138757903214 -0.00055389406134953481 0.0016271978975163906 0.00057891843830738582 -0.00020851047762335956 0.00083848083688054507 -0.00095154568447888322 0.00036436074566705988 -8.3620797264268563e-05 -0.00022551610386979386 -0.00015327458981012572 8.6496475450458768e-05 0.00017934749470471974
leaf_count=29559 190291 4669 6880 1153 6164 8640 93 2134 17685 1628 431 1401 101 1105 635 278 1291 504 42 35 996 225 385 152 364 61493 2973 3798 14980 1846
internal_value=0 -0.0185025 -0.008637 0.0363807 0.137154 -0.0483235 0.0805357 0.012564 -0.0185969 0.0981862 0.0845466 0.190346 0.287261 -0.0371272 0.057167 0.0914627 0.399357 0.00498595 -0.355303 0.739232 0.518286 0.384747 0.521953 -0.0489158 -0.0498731 -0.0586941 -0.0108591 0.0075034 0.031917 -0.0576535
internal_count=361931 332372 232437 42146 7595 99935 6205 34551 25606 8945 7921 5213 3231 3732 2627 6442 1384 1982 581 77 1097 1041 816 4821 1992 93730 32237 29264 25466 10486
shrinkage=0.000980392


Tree=3659
num_leaves=31
num_cat=0
split_feature=614 959 795 633 590 862 727 588 706 276 363 749 1 1077 920 762 43 829 979 439 1249 81 153 1450 1459 1257 182 1469 984 498
split_gain=22.1408 24.8301 26.6484 25.5152 26.4753 24.7065 25.8876 29.0512 24.299 23.1211 26.2962 23.411 23.0987 22.9397 22.6285 22.6266 22.2224 22.1882 24.9408 21.3318 21.0838 21.0497 20.6124 20.2744 22.7381 22.825 21.8687 21.5002 24.3219 22.9953
threshold=-0.75411934043310735 -1.2907225086880219 -0.29258408639884992 1.7407312976543683 0.58895901036483078 -0.97446007815901359 1.0000000180025095e-35 2.250834115212506 1.421269665889898 0.4346025108644534 -0.61158780864960494 1.0000000180025095e-35 -0.81709070241145088 1.4357019976763823 -0.83967173534858641 -0.14069470999436542 2.2744972866152193 -0.78847162007736549 0.3231416408206827 -0.9313969226050508 -0.29625655284182562 0.69884460077894406 -0.03075817035104909 -0.34557539116087493 1.9632967188765165 0.99674938043509698 0.80071687052116158 0.51875612264058379 2.4216945687608855 1.2154906997981585
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 9 3 5 20 12 8 14 19 10 -2 -12 -3 -1 15 21 23 -10 -19 -7 -5 -8 -13 24 25 26 -4 28 29 -28
right_child=1 2 16 4 -6 6 7 -9 17 -11 11 22 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.0351498914269394e-05 5.4172206370760837e-06 0.00029012169871185477 -5.851620087145078e-05 -2.9420325634913961e-05 0.00012639400260002311 -0.00016943108753225998 -0.00012161022352866709 0.00026563148696895654 0.00038051426782102294 4.3705544219712727e-05 -4.6980203126408029e-05 -0.00015622414853898856 -0.00024831343191793567 7.2815829698041676e-05 4.6564677281170861e-05 0.00034252900954478581 -0.00021046664851302586 -3.727265965807509e-05 0.00027466143961329953 -3.1435072269230493e-06 -0.00025325725424611218 0.00042767628763724078 -0.00039173909894817908 8.9971919985465802e-06 0.00021600236129204375 -0.00014879154483845715 0.00011731656387790094 -8.6818697967606476e-05 -0.00081211096881440793 0.00054561143015290688
leaf_count=98407 7633 471 33959 4246 2260 4917 1256 3231 1247 7833 5740 6482 2821 8865 43528 2357 4354 4359 1776 26593 4090 415 4268 61332 1298 10508 4050 2857 150 628
internal_value=0 -0.00714724 0.000211408 0.0263536 -0.0782248 0.0380797 0.0445446 0.0767043 0.000156757 -0.0754263 -0.115499 -0.175783 -0.16619 -0.0499899 0.0624818 0.216587 -0.0226386 0.118899 0.0602598 -0.026702 -0.139151 0.0203737 -0.251885 -0.0177773 -0.0501752 -0.0581478 -0.0343429 0.071331 0.156465 0.180427
internal_count=361931 254659 222703 103567 10596 92971 89679 50787 38892 31956 24123 16490 3292 107272 47556 4028 119136 7382 6135 31510 8336 1671 10750 114782 53450 52152 41644 7685 4828 4678
shrinkage=0.000980392


Tree=3660
num_leaves=31
num_cat=0
split_feature=1078 1037 1028 1162 969 220 580 21 1045 844 369 1250 429 532 1048 692 903 347 909 6 1177 1190 72 216 1349 1457 76 1177 487 96
split_gain=11.5066 13.834 19.4293 25.8427 20.0529 18.368 18.2348 17.7217 17.319 24.5629 17.2591 17.1037 21.6845 19.1124 17.8777 17.0349 16.7556 16.56 30.6235 18.8629 17.7767 19.3724 19.1049 18.8158 17.4033 17.1114 18.2903 16.5358 16.4414 20.2266
threshold=1.0000000180025095e-35 -0.1486714295779763 -0.35861621905537377 3.334899416639062 -0.96365858605122379 -1.188970017226507 0.89899322372093049 2.1349806934485605 0.3000262932417887 0.14346598626347243 1.106599526467509 0.71856236543069507 -1.0671514112114204 -1.0000000180025095e-35 0.11968600252968503 -0.25418427671952654 -0.40300288093179942 0.56198106601550457 -0.75893068922322149 1.2935480353524098 -0.28127063392506552 -1.2002443528514031 1.1870744261859787 1.6319651516287379 -0.66495014148864307 -0.097352447621244162 -0.74988356489171504 3.8083647119527266 0.17305322804864301 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 17 8 16 -7 9 -3 28 -10 13 -13 -14 -12 -2 20 19 -19 21 -4 -22 25 -20 -23 -27 -18 29 -8
right_child=1 5 4 -5 -6 7 10 -9 11 -11 15 12 14 -15 -16 -17 27 18 24 -21 22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00012101171288042208 -0.00022067339553028813 -0.0084390768048948194 -0.0074169606149378925 0.085648750879960031 0.00086378407725204518 -0.0021586425795531014 0.0018168245753468993 -0.025331511386645224 -0.0078735785773500992 -0.035631730652709755 0.076145169939860979 0.0082286599167436837 -0.063174143567446578 0.15805610285194627 0.03441037767037293 -0.0033163538524482819 -0.0099448504871203058 0.060361986387120807 0.052183955122682292 -0.049557539012391877 -0.015859237326741504 0.038505560302679376 0.052183321461639134 -0.038883864141263269 -0.013056153997419821 0.036238850546925508 -0.015306128620308924 0.055314869370312172 -0.017115272040982753 0.045961585983480796
leaf_count=290345 8321 1847 437 48 15595 28621 686 446 857 1153 104 29 64 35 121 82 9519 296 67 30 802 583 72 90 294 132 244 56 683 272
internal_value=0 -0.033749 0.00158161 -0.0695329 0.0522393 -0.0710194 -0.0759947 -0.0515908 -0.255938 -0.369783 0.202098 0.0570252 0.672021 2.00224 0.185815 0.923378 -0.105326 0.234334 0.561441 1.05596 0.134548 0.27677 -0.186973 0.445843 0.0392599 0.525592 0.13904 -0.187434 0.0899119 0.295998
internal_count=361931 71586 38413 19771 18642 33173 19723 29067 4106 3000 1827 1106 249 64 185 186 17896 3047 687 326 2360 1486 874 1049 361 959 376 9575 1641 958
shrinkage=0.05


Tree=3661
num_leaves=31
num_cat=0
split_feature=1426 1326 293 1044 688 1098 772 1463 1383 1321 1392 630 492 1186 1392 1469 422 114 427 1329 143 1392 770 277 216 217 33 813 615 1018
split_gain=11.4735 17.023 23.8816 24.9771 18.3665 28.6799 20.0957 22.9312 21.9743 20.6819 21.0517 20.1575 19.011 18.9548 20.8878 18.9519 19.0922 17.1172 21.1965 17.959 20.9257 19.7119 17.3773 18.0917 16.7707 18.7277 17.8539 16.8673 19.5244 20.8653
threshold=1.0000000180025095e-35 1.3986034217413283 -0.24319969775584391 0.92107625621083666 0.3103329943538381 0.47758787561851396 0.3972973493013619 -0.39379637469287904 1.873323791767102 -0.98454945672478289 -0.49767196169915068 0.24780510722602986 -1.4494592205559469 0.53919913756145676 1.9123041487464776 1.4826085473316781 -0.49072935876452367 -0.48224317521809829 0.16082184533511007 -0.34835474390988563 0.63220664703752705 -0.5707015408035635 -1.0898287316798232 -0.80213702850399393 -0.80229350577587755 2.6854763446249597 -0.88486440443580461 2.1641256470006294 0.29474588622420417 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 24 4 17 6 13 7 12 -9 -8 -11 -12 -3 14 -6 16 -13 18 -4 -19 21 -21 -20 -24 26 27 -2 -26 29 -29
right_child=1 2 3 -5 5 -7 9 8 -10 10 11 15 -14 -15 -16 -17 -18 19 22 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00031326436205330222 -0.0043193968990997934 0.085701745795708384 -0.00089371765805940746 -0.022598589036513041 -0.010168280829331432 0.04784555407976171 0.052996530326267215 -0.0067686376244053964 0.056277591162281676 -0.0068472843131414446 0.040863415832070982 -0.030532147902270754 0.014253087035366359 -0.042860267656535028 0.06513498027903171 -0.085224566983571781 0.034013426754165625 -0.015100817056167067 0.065876903024950154 -0.02288856158753437 -0.025666612610828234 0.023374579374434837 0.080395096201878694 0.010572900892826802 -0.0028477636816261888 0.0099064881919780148 0.0030171308861655969 0.009301782598329424 0.072466312638513025 -0.018699851854213769
leaf_count=226490 7329 51 1258 962 466 89 234 1554 64 388 465 113 1438 218 42 32 160 1331 105 192 242 622 41 542 93788 1915 19231 2112 48 409
internal_value=0 -0.0218906 0.0692333 -0.0504653 0.175656 -0.125223 0.237167 0.128951 -0.0704972 0.462544 0.333017 0.536943 0.33549 -0.282563 -0.0582684 0.0675364 0.254261 0.0200393 0.190114 -0.114058 0.113623 0.289499 0.498115 0.339113 -0.0304139 -0.0458376 0.023836 -0.0507564 0.127114 0.0984516
internal_count=361931 135441 10609 5295 5314 815 4499 3107 1618 1392 1158 770 1489 726 508 305 273 4333 1946 2387 1056 814 688 583 124832 98272 26560 96357 2569 2521
shrinkage=0.05


Tree=3662
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 938 803 666 609 789 1052 791 712 804 761 606 507 476 564 813 490 470 782 848 590 689 430 726 349
split_gain=22.6427 22.8499 24.3614 25.6069 23.9114 29.7208 26.8975 27.9953 23.0678 38.3144 23.0353 23.0343 23.6191 35.9129 23.897 24.2372 23.0285 22.5115 22.1896 26.2875 22.5586 22.444 21.7337 21.4568 24.2295 20.6448 21.9707 20.4727 23.3798 20.3403
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 0.45873907618427312 1.6285028476148826 1.1248358748350926 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 2.2521318533151415 0.78094674152139754 2.1543936751333881 0.65809631222906606 1.1361236590950645 -0.84605277249859834 0.44561103650162237 1.5123577048319501 1.0000000180025095e-35 1.0000000180025095e-35 2.0537800658793866 0.58895901036483078 0.86385367930994306 -1.2369097968503453 -2.5456679507321813 -0.72293908008342267
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 10 17 6 7 11 -9 -10 -4 12 14 22 16 -16 -6 -2 19 -15 23 -22 -14 24 -21 26 27 -19 -29 -25
right_child=1 2 3 -5 5 -7 -8 8 9 -11 -12 -13 13 18 15 -17 -18 25 -20 20 21 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=4.2105160146343876e-05 -8.3313603938175301e-06 -4.0045074212888724e-05 0.0002503724393613366 4.3697189661269205e-06 -4.7561279006448534e-05 -7.6904710580634475e-05 -6.6797771556755325e-05 2.5125942010394457e-05 0.00035482683761760731 -0.00052570859994832621 -6.3391581841280956e-05 -0.00017431593018253993 -0.00018590543721326257 -7.2089933616492594e-05 -3.7964875491995053e-05 0.00029241142924084866 0.00014204443734819333 -0.00014073122181085783 -0.00017830449455462206 0.0003655125033281164 5.4297908064203101e-05 -0.00069177327765924425 2.7071277756585478e-05 0.00034565003033793033 -0.0016294938310904821 -0.00014167741909147208 -0.00010655552836997437 -0.00063725511935422635 0.00023505632429223256 8.2553778352494471e-05
leaf_count=29559 48652 9447 5244 5700 63722 85264 53095 3905 2432 230 1127 5155 5942 3452 1882 1892 3057 912 1301 3031 3757 221 5797 1581 29 1387 1527 146 6559 5926
internal_value=0 -0.0212897 0.0451243 0.104603 -0.0270919 -0.0379045 -0.0208754 -0.00210211 0.133292 0.283465 0.195405 -0.0116315 -0.00479334 0.0480163 -0.0277645 0.134134 -0.0386433 0.0134614 0.101286 0.120756 0.156684 0.0200609 -0.0662132 0.208636 0.355531 0.102767 0.139619 0.184496 0.221869 0.1452
internal_count=361931 332372 21518 12071 310854 251671 166407 113312 6567 2662 6371 106745 101590 31037 70553 3774 66779 59183 19298 17997 14545 3978 11739 10567 3060 10531 9144 7617 6705 7507
shrinkage=0.000980392


Tree=3663
num_leaves=31
num_cat=0
split_feature=954 1437 1449 1449 1242 539 519 705 1218 933 651 566 1124 635 575 350 1182 697 15 10 980 930 77 786 1462 426 362 144 347 762
split_gain=11.4573 14.5762 18.1209 23.8379 13.585 13.4728 12.9788 24.0334 21.5969 25.3876 31.0041 19.5627 19.7179 19.3165 20.0024 17.5941 16.8999 16.8674 19.0543 17.7135 16.5625 19.2666 21.3641 16.5103 17.4416 16.1462 16.0353 17.8862 16.664 28.6035
threshold=6.099786963134739 3.5253024523165304 0.79506610846124859 1.6354124814891826 0.60708339810168843 1.0000000180025095e-35 2.1420547332082829 -0.70742728023799406 1.0000000180025095e-35 -0.33422119364899694 1.1107569744011787 -0.31345006778358303 0.93936341668647716 0.48231173760917617 -0.86675834133512175 -0.77721804489835533 1.5996361496618408 -0.23044173548718452 -0.35286371369217057 0.68465076397498181 1.114765214040659 0.59465156618139237 -1.3281967945260671 0.39361440015099508 -0.15866510831521125 -0.53574116799483729 1.2645966891211529 2.332817004630539 -0.18479924758430513 0.74984730047759207
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -2 -5 -1 16 9 11 20 12 -9 14 15 -10 26 25 -19 -20 21 -11 -23 24 -22 -13 27 28 29 -8
right_child=4 2 3 5 -6 -7 7 8 13 10 -12 17 -14 -15 -16 -17 -18 18 19 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00033176952973777533 0.037712951715855161 -0.0047558331048554031 -0.052708125141956108 -0.071328839444339875 -0.017632971761613932 0.024953301456054205 0.001280732908890563 0.0031147024794644404 0.035412398166603069 -0.0017128525663725304 -0.017385681671108311 0.0020912673619184977 -0.025648504644904598 0.018815708125811501 0.0073003640846489295 -0.040122275199582835 -0.025114886239025191 -0.013202922517481947 0.005860906040118654 0.042238795184328992 -0.017212535629438756 -0.05210188490834361 0.014167146507410433 -0.032835730870793556 0.0176767251605758 0.024037978057582232 -0.022942241691965574 -0.054851151499637832 -0.005751931036161056 0.036532271613897487
leaf_count=336267 141 1880 238 29 61 80 1286 1887 47 3272 1288 535 354 1712 3140 187 515 540 1035 165 403 77 1717 281 280 1488 490 85 2115 336
internal_value=0 -0.00375121 -0.183631 -0.641257 0.450192 0.155001 -0.00249444 0.0464556 0.0803329 0.0342523 -0.0496576 0.139031 -0.0233362 0.196559 0.102695 -0.511335 -0.0955967 0.232858 0.078171 0.225568 0.0152145 0.0645075 0.241263 -0.239938 -0.0541429 0.366845 -0.0523872 -0.00700515 0.0139783 0.182325
internal_count=361931 361729 2227 347 202 109 359502 23235 18408 13322 7318 6004 2241 5086 3374 234 4827 3763 1740 1200 6030 5066 1794 964 683 2023 4312 3822 3737 1622
shrinkage=0.05


Tree=3664
num_leaves=31
num_cat=0
split_feature=545 959 1094 1361 795 705 470 691 1469 257 832 840 484 702 641 427 633 395 1370 69 1035 765 1367 986 766 488 144 1320 1051 1178
split_gain=18.6804 19.8839 24.1878 21.6565 21.1194 26.4428 22.8641 21.3717 20.7213 20.6437 22.9272 26.0363 20.5924 21.39 22.5375 20.5403 25.8313 19.7038 20.2168 25.2108 19.4597 19.6647 19.4929 19.1216 19.009 22.8715 18.9653 19.9006 18.9448 19.2963
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 1.0000000180025095e-35 -0.29258408639884992 0.28191752204954684 0.66595742291584703 0.34291078408764419 0.23550153252728254 1.0000000180025095e-35 -0.10282351827283918 1.0414283294476887 -0.38529859338704892 0.82247273120287534 3.9256961922190565 -0.51777360960278751 2.6267512487368179 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 -0.79960299853447958 -0.60172953184802191 0.61047007421192445 1.4725112985179385 0.90341309804775138 0.83485084128961984 0.5591401735916004 -1.1902160690011778 2.3864150127511103 -0.22852731693287581
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 17 5 8 7 9 -3 -7 11 23 -6 14 28 -10 -17 18 19 -4 21 -9 -22 -11 25 -13 27 -5 -14 -30
right_child=1 4 3 26 12 6 -8 20 15 10 -12 24 13 -15 -16 16 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.4310961122459229e-05 2.5184345509276302e-05 2.1365540988390339e-05 -4.4877743033148407e-05 0.00028969145038036827 1.4402525438871487e-05 5.7210401150029636e-06 0.0001431673841885746 -3.7000482776837697e-05 -0.00019988019006090526 0.00025262657856876916 7.0227561531975548e-06 -2.9937553675746599e-05 -2.8601788505931405e-05 -0.00010426787264902701 0.00065497156615796953 -1.2484145768561553e-05 -0.00066561983825042816 0.00099318568032612893 -0.00027923220515029971 0.0012437675567317887 -7.0584543008944762e-05 -0.00054638541040931822 0.00020505832544782994 -0.00019255627306608762 -0.00035605095738838445 0.00058848771787188624 -0.00019917058918600934 -4.0486072885531559e-05 -4.5543510894100023e-05 0.00047353942284007565
leaf_count=94059 13044 33966 733 1065 53873 18043 11077 834 5208 7515 5881 1456 46834 20167 239 13426 328 75 9327 108 6414 839 1455 467 556 314 4007 9191 708 722
internal_value=0 -0.00354469 -0.0598953 -0.110524 0.00331567 0.0262147 0.059862 0.0361266 -0.0104371 0.0614117 0.114903 0.175043 -0.0167985 -0.0435884 -0.0177498 -0.0730835 -0.0280377 -0.226834 -0.241292 0.186217 -0.0603075 -0.297156 -0.0151827 0.232407 -0.0248308 0.0861163 -0.0574372 -0.00339225 -0.0212671 0.236498
internal_count=361931 267872 37550 24506 230322 107779 54851 43774 52928 34232 16189 10308 122543 68670 48503 18962 13754 10243 10168 841 9542 1673 7869 7982 2326 1770 14263 10256 48264 1430
shrinkage=0.000980392


Tree=3665
num_leaves=31
num_cat=0
split_feature=614 890 795 705 1077 768 243 434 43 652 953 1176 8 1339 829 774 1450 978 1115 1051 1310 901 1252 74 803 168 224 428 1055 1370
split_gain=24.1691 25.0461 27.5642 26.4429 24.6417 24.0841 23.9983 22.4456 22.2058 21.0349 21.4534 22.2386 20.6476 25.7007 20.5972 20.5702 20.4177 25.8126 21.8485 20.9352 21.2613 20.6255 23.2151 21.94 20.2367 19.8979 19.463 22.6993 19.4106 19.1796
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 1.2284335450172812 1.4357019976763823 1.8936793896627242 2.192032460598631 3.7374297967062331 2.2744972866152193 -0.98896428961744431 1.0000000180025095e-35 -0.16367514066741551 0.242405788296402 0.34162050420822443 -0.87697584303108422 1.3233950244699619 -0.34557539116087493 -1.1462055262450856 0.051751130457994086 1.8259959270463593 1.4902918521604593 -0.82339889072011074 -1.5812070035321437 1.9760132568302469 1.9682860324222273 1.0474138979427128 -0.84766026061767608 1.6247018280565928 -0.1703334890736157 0.70223084764880606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 6 -1 29 9 -7 16 25 11 -11 -13 14 -14 -5 17 18 26 21 -21 22 -18 -24 -19 -3 -4 -28 -6 -2
right_child=1 2 8 15 28 7 -8 -9 -10 10 -12 12 13 -15 -16 -17 19 24 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.9509197375295939e-05 -9.4348892197066923e-06 5.2043398660550368e-05 -0.0002356072195016372 0.00014347021586935013 -1.5053414483206769e-05 -0.00034212447873523903 0.00014590080867050317 0.0019720385222757025 -0.00020604799694174983 -0.0001149418000578057 2.6014315812381687e-05 -6.0734458868664954e-05 0.00049163935078178934 -0.00015626022752809985 0.0001041087119762724 -0.00033310366543729854 -0.00089322596164325145 -6.3553650305899563e-05 -0.00016289626261406758 0.00011835158424605042 0.00069009104114303905 -1.7267944583359361e-05 7.4942132735399591e-05 0.00051176741435502424 0.00013578213487627642 0.00029701626681920035 0.00078256451854376524 -0.00082402415828672847 0.0002256379442958867 -0.00016931539215977407
leaf_count=98407 16572 12495 193 11293 5208 2492 5704 23 4484 17278 36998 12309 729 1687 5358 464 141 51207 448 3319 317 49527 9327 510 2256 1579 664 73 3657 7212
internal_value=0 -0.00390968 0.00274003 0.0291289 -0.048711 -0.0802421 0.0164801 -0.323007 -0.020273 0.00680639 -0.00876071 -0.0505584 -0.000466362 0.0878669 0.154489 0.128002 -0.0154499 -0.0477054 0.288825 0.0113213 0.176032 0.0014843 0.0900624 0.100785 -0.0548578 0.0841585 0.503994 0.67657 0.0803315 -0.0551523
internal_count=361931 254659 228360 105894 107272 26299 94137 2515 122466 88433 74359 37361 20083 7774 6087 11757 117982 54841 1378 63141 3636 59505 9978 9837 53463 14074 930 737 8865 23784
shrinkage=0.000980392


Tree=3666
num_leaves=31
num_cat=0
split_feature=1430 685 1456 1449 1449 1223 1193 1456 484 1366 1458 1383 621 747 1080 913 498 73 636 1251 371 1199 1103 1321 691 8 1181 5 79 632
split_gain=11.5347 18.4353 19.9047 21.8525 22.6049 22.7099 21.1873 20.9469 24.9818 20.8443 19.0783 18.4285 25.1044 21.5853 23.7494 21.5251 19.5667 18.6521 19.4361 18.9627 18.5409 18.4685 19.4165 18.425 18.7251 18.751 18.2884 18.5805 19.4513 18.5447
threshold=0.54622893720785959 0.58104764358843186 3.5267996248326976 0.51202977461113408 0.79506610846124859 1.0000000180025095e-35 0.26860191639748709 3.0602099695377443 -1.0476255912001611 2.0183251275724516 -0.82108684835595114 0.27886015690300842 0.73283638098405068 2.2668746584208797 1.0000000180025095e-35 3.3010834558300455 1.7910601575034055 -1.3942056847223043 -2.204655069535971 0.27412747064422877 3.0682080085248038 -0.38315049131412332 0.13965436289537983 -0.69152441477637761 0.012471493928559247 -1.1031524882446326 2.9332226140753086 -0.034999056938063579 -1.0189543790283446 2.1974704254311965
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 -5 -6 -4 9 -9 11 -11 12 17 -13 -15 16 -14 -1 -19 23 -18 22 26 -20 25 -25 27 28 29 -21
right_child=-2 -3 3 4 5 -7 -8 8 -10 10 -12 13 15 14 -16 -17 20 18 19 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.015247384298056322 0.00093431806188162879 -0.0031966602262923078 -0.0047571268982682154 0.040867802511669833 0.021194232891200055 -0.0076236614823615685 0.015938297800890937 0.063664097452110255 -0.034769247803587554 0.0061477812576146741 -0.0079946153898060278 0.0017941182111277645 -0.0049922004966074449 -0.0027441738825463957 -0.027102592526297542 0.041153168010850678 0.0082335810248173723 -0.024639201750518151 -0.0020788352662023369 0.0147788173676005 -0.064753907692754228 -0.0051627389410360668 -0.0052410231518882034 -0.0054375036730007608 -0.00082093539052338496 0.004522192373535446 0.058604122694777938 0.0090726121540954385 -0.0044632218675627697 0.11644869658003534
leaf_count=1252 85047 41745 2254 329 864 516 907 34 493 1671 8979 70530 29540 2227 642 135 2047 717 20567 514 56 21592 5235 3542 21877 29774 68 4278 4478 21
internal_value=0 -0.0115987 -0.00417157 0.136907 0.330534 0.203322 0.0213397 -0.00756852 -0.520258 -0.00656114 -0.113581 -0.00174942 -0.0180197 0.0274904 -0.158243 -0.0784151 -0.0828438 -0.00131813 -0.00444185 -0.00237963 0.131684 -0.0514614 0.0123927 0.0177234 0.0405124 0.073907 0.0786276 0.068161 -0.0354552 0.401801
internal_count=361931 276884 235139 4870 1709 1380 3161 230269 527 229742 10650 219092 145693 73399 2869 31778 31643 113915 112663 111946 2103 36186 14594 75760 55193 33316 9359 9291 5013 535
shrinkage=0.05


Tree=3667
num_leaves=31
num_cat=0
split_feature=785 728 784 921 859 647 590 727 730 783 934 514 603 660 639 570 1421 82 350 422 1396 11 429 1176 1462 1117 982 345 50 636
split_gain=32.9721 22.093 21.6343 22.1472 20.8387 20.3706 45.2892 19.5529 19.1302 25.5605 23.6688 21.8362 20.1152 21.3455 18.6797 18.0463 19.5703 18.1474 19.7511 23.6659 22.8445 19.0578 17.9588 18.3059 19.0474 17.925 17.7515 17.6869 17.5908 19.5379
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.089392437450782083 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 2.2891127796829576 2.2028885091972072 -0.10809617625798811 -1.2591097148690287 1.7621802667917166 0.46293354690950167 1.4829784501753427 2.4129057422810987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 8 -5 6 -3 -1 9 11 12 -4 13 -10 27 16 17 18 19 -7 -20 -21 23 -19 -25 -8 -6 -12 29 -17
right_child=1 5 3 4 26 15 25 -9 10 -11 14 -13 -14 -15 -16 28 -18 22 20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-7.1042794140370771e-06 -2.0346507684000194e-05 -5.1729414984224493e-05 3.693166274617338e-05 0.00040287211995654153 0.00011295505016116373 -0.00012519789856712833 -0.00068868297796853344 0.00010505107134182887 0.00015778880263704099 -6.7245170805036385e-05 -4.9977912472175116e-05 0.00037303816666582271 3.7012927270374821e-06 0.0005079177171660828 -0.00029210825609915877 -0.00011084711200003525 -0.00023051558622124571 -0.00021888346560199458 0.0001231431931819079 -0.00038670425311072485 -0.00013693408083557227 0.00027747484696672982 0.0012598051168765047 -3.6769878516445266e-05 0.0016612393038054241 0.00043867436946277082 -0.00044719324482361079 0.00034616295238461958 3.7615082124899564e-05 0.00033500486334973867
leaf_count=12551 190291 4821 6880 1153 6164 8640 93 17008 2134 17685 1992 1041 1982 1097 1105 56011 2973 3595 12404 341 2576 1505 55 95 53 1291 278 635 4905 577
internal_value=0 -0.0209773 -0.00985134 0.0347875 0.138385 -0.0545193 0.07661 0.056495 0.0102882 -0.0211144 0.0966112 0.082929 0.189165 0.286073 -0.0392393 -0.0650543 -0.0162809 0.00205874 0.0265783 -0.0629766 0.0829057 0.178877 -0.162448 -0.183708 0.620983 0.39584 0.0925708 0.0554159 -0.0921622 -0.107523
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 34551 25606 8945 7921 5213 3231 3732 93730 32237 29264 25466 10486 14980 1846 3798 3743 148 1384 6442 2627 61493 56588
shrinkage=0.000980392


Tree=3668
num_leaves=31
num_cat=0
split_feature=785 710 1457 1467 1452 759 1460 1467 840 1124 304 143 426 1373 1186 1452 1442 689 905 24 293 1450 1460 1112 545 759 834 955 704 773
split_gain=11.8026 12.9224 14.7437 17.33 31.4331 25.44 19.599 19.1205 18.3228 18.1524 17.4845 16.202 17.6051 16.3174 16.152 15.922 17.2602 22.7213 15.003 16.157 14.6082 14.4437 15.3236 14.4286 14.3235 14.1574 14.379 14.0661 18.6756 14.0534
threshold=-0.86283290253235112 0.37152704119635049 0.63151525041848589 0.078484787845291684 -0.18157124906225561 0.71975246364022982 0.9504607190545632 0.072195445971033334 -0.63645185837948615 0.1369553243716177 1.403245077443136 0.33947174444484701 1.0347284796197067 0.8569055847881154 0.11851190166382897 -0.42242018959202166 1.1357164266384874 -0.4288425582216272 0.038599535522780483 1.1237255287770989 -0.52992687685019835 -0.64727729002047718 2.7808540069996286 -1.340295432165681 0.8064183103370911 -0.2357238955711701 0.90101761904689648 2.3308467365638124 0.32279172868690043 -0.5656494776708586
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 10 8 9 23 11 12 -6 -14 -15 27 -17 -18 19 -7 -20 22 -8 -1 -12 -25 -27 -10 -29 -5
right_child=-2 -3 -4 29 5 18 21 -9 15 -11 24 -13 13 14 -16 16 17 -19 20 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.047277987698612613 -0.00039520676903393711 -0.0037040274705392516 0.0091424278197765173 0.012414864943546107 -0.0078113229921145172 -0.028186596030825635 0.012388044986727867 -0.053931995196723974 0.0042974967652271564 -0.029648565217822821 -0.0027782648842383318 0.002381228360795247 -0.0083775252584435637 -0.024962660233754042 -0.073805325095740101 0.018376107466722597 -0.05528921052848286 0.018464466890268226 -0.044355267102826938 -0.089369473237748631 0.0082941403836473936 0.021520542740577867 -0.068311892618447848 0.017934657025857167 0.056819820335924268 -0.0012791738993478338 -0.055061047815522346 -0.005895249218951789 -0.10036203067752664 0.0021076386500577427
leaf_count=98 332372 4728 3871 2744 2394 509 64 68 4785 343 102 1350 268 203 139 1749 97 105 88 65 243 574 47 425 84 380 72 89 35 3840
internal_value=0 0.0387372 0.0578934 0.0348096 -0.0081849 -0.128686 -0.0691581 0.0800996 0.0897759 -0.149296 -0.121659 -0.151006 -0.243145 -0.578071 -0.897063 0.135094 0.299379 -0.308137 -0.470745 -0.6909 -0.102776 0.281635 -0.419147 0.00252064 0.521983 0.0783155 -0.193267 0.0669235 -0.66887 0.128234
internal_count=361931 29559 24831 20960 14376 6130 5225 8246 8178 1318 4540 4354 3004 610 342 6860 1951 202 905 574 331 685 111 975 186 877 452 4909 124 6584
shrinkage=0.05


Tree=3669
num_leaves=31
num_cat=0
split_feature=785 728 784 921 859 647 590 730 783 934 514 603 660 639 982 345 1117 570 1421 82 350 1396 422 11 429 1176 1462 570 209 1258
split_gain=22.1434 18.3448 21.5333 20.7521 21.4482 19.5046 45.9746 19.45 26.0488 24.1875 21.9751 20.2778 21.3727 18.6382 17.9706 17.825 17.7424 17.6652 19.3895 18.071 20.1361 22.9669 22.9382 18.8142 17.9853 18.2526 19.1472 17.6021 21.0516 17.9536
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.089392437450782083 1.7621802667917166 0.46293354690950167 -1.2591097148690287 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 0.8863174324919626 1.0939301863914108 -0.9594119830718516 2.2891127796829576 2.2028885091972072 -0.10809617625798811 0.10327219449165864 1.3315602333802148 -0.2566975764808338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 6 -3 8 10 11 -4 12 -9 15 -6 -11 -8 18 19 20 22 -22 -7 -24 25 -21 -27 -13 -29 -30
right_child=1 5 3 4 14 17 16 9 -10 13 -12 27 -14 -15 -16 -17 -18 -19 -20 24 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=4.3584411256317868e-05 -1.9489313070162435e-05 -5.0796205033426997e-05 3.9024177380770924e-05 0.00040421878037230565 0.0001099392660784727 -0.0001209175739534746 -0.00068135917682152713 0.00016132793214740574 -6.6437561762545486e-05 -4.9685500517164271e-05 0.00037626443408321237 0.00013076655054402724 0.00051175503167486338 -0.00029100567351853283 -0.00045348812940165106 0.00034803557587860404 0.00044264693122651061 -8.5218097858478058e-05 -0.00022542724973612454 -0.00021443122123737115 0.00012823474842200985 -0.00013276122868960196 -0.00038406386688167801 0.00027706074866009982 0.0012662252990899888 -3.5538685411119989e-05 0.0016684581829790276 -0.00053553466591481748 -0.00055167702244809057 0.0016304168474111946
leaf_count=29559 190291 4821 6880 1153 6164 8640 93 2134 17685 1992 1041 1401 1097 1105 278 635 1291 61493 2973 3595 12404 2576 341 1505 55 95 53 504 42 35
internal_value=0 -0.0191333 -0.00900149 0.0355391 0.13584 -0.0497403 0.0785979 0.0118224 -0.0198441 0.0988781 0.085222 0.192477 0.289792 -0.0384405 0.089337 0.0561245 0.400262 -0.0600702 -0.0117563 0.00651331 0.031008 0.0879291 -0.059551 0.178972 -0.157853 -0.179168 0.625232 0.00627696 -0.35425 0.740865
internal_count=361931 332372 232437 42146 7595 99935 6205 34551 25606 8945 7921 5213 3231 3732 6442 2627 1384 93730 32237 29264 25466 14980 10486 1846 3798 3743 148 1982 581 77
shrinkage=0.000980392


Tree=3670
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 1038 837 277 1031 419 356 485 864 496 830 471 1457 1468 911 255 968 432 359 280 497 1085 629 362 1256 487 294
split_gain=21.7278 18.3636 19.395 39.0896 19.4714 18.2888 26.4378 21.483 18.6976 18.7679 18.6975 20.6736 18.4257 17.7581 17.7454 18.2729 18.3521 18.0512 17.4951 24.8221 18.2168 21.1376 18.6736 18.2396 19.2796 18.7738 17.9278 17.147 17.5154 21.3185
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.88201376903089468 0.64384972645585192 1.383899167819199 1.0000000180025095e-35 -1.897390608129444 -0.37934369821213149 0.62208026954249962 -0.31720521507743832 2.436135299030771 -0.47834808880385299 1.0000000180025095e-35 -0.52602710921920071 0.12307085010569886 -0.38743231109623372 1.9282309809988389 -0.39987519329464721 1.3813260107754386 1.544585866384623 0.2357993021810974 -0.33419395566900328 1.0000000180025095e-35 0.32815719809576299 1.0628983470037736 -1.5427084609334123 -0.9114327310631809 -1.0283642353656171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 27 7 10 9 -9 18 -12 13 -13 17 -16 -17 -6 20 -20 23 -22 -23 24 26 -25 -7 -2 29 -29
right_child=1 -3 3 -5 14 6 -8 8 -10 -11 11 12 -14 -15 15 16 -18 -19 19 -21 21 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=4.1957743647126366e-05 -0.00015069321924818821 -5.8020483090947118e-05 -0.0002594797152388515 0.00035680727477209348 9.8999430851517582e-05 -0.00010329428593180317 -0.00024222983555262649 5.8726810475014131e-06 -0.00011339229260332041 0.0027725731241174151 -3.5298249398646307e-05 -0.00059427328296675374 0.0015372671263951605 -0.00014931805867914123 0.00027838601761673239 0.00012109549664554719 -0.00021743326491273422 -0.00019264726109648487 0.00050233040732084225 -0.00047431217489973771 -0.00026638009913713175 0.0013338849226071125 -0.00084602341398196373 0.00018928469133049764 6.6231203911633086e-05 4.7810565759054778e-06 -0.00064994134812149985 -0.0002170511588267769 -1.2709958734188975e-05 6.2955934115301558e-05
leaf_count=29559 5270 69820 1206 1780 1763 3251 4833 35 21028 22 6659 798 27 1070 1992 2643 977 2181 183 822 1707 69 29 6800 4527 4276 592 1462 161675 24875
internal_value=0 -0.0201837 -0.0122275 0.0703265 0.0208375 -0.0170068 -0.0565767 -0.0417082 -0.111123 1.28919 -0.00596358 -0.0972555 -0.306758 -0.333725 0.0504624 0.125096 0.0338392 -0.063537 0.0298722 -0.292812 0.0430824 -0.198292 0.795559 0.0622241 -0.0257559 0.118975 -0.169998 -0.00706024 -0.00391137 0.0493122
internal_count=361931 332372 262552 12542 10762 250010 56728 51895 21085 57 30810 8554 1895 1868 9556 5612 3620 3944 22256 1005 21251 1805 98 19446 8370 11076 3843 193282 188012 26337
shrinkage=0.000980392


Tree=3671
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 507 791 858 927 836 892 691 428 689 590 120 579 760 556 557 588 575 355 813 1381 924 1252 978 633
split_gain=21.7962 17.4436 25.115 27.622 27.6993 44.1893 23.901 22.6082 29.9912 25.0995 23.8634 23.5452 22.9185 22.3058 20.7879 21.7513 22.5178 21.6021 21.2193 20.5816 21.5106 20.4419 23.7993 20.3738 20.3296 20.1974 20.1602 20.5088 22.3117 20.9361
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.65809631222906606 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 2.4283205456421384 1.0342428102238199 0.29073615932568342 -1.0211593192430943 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.35315847874617967 -1.1872183965669325 -0.82454127623603324 0.71188872395471614 1.0000000180025095e-35 -0.45913340316272039 2.1641256470006294 -0.92523599040117721 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 -6 -2 24 10 -10 11 12 13 19 15 17 -17 -8 -19 -9 -21 22 -3 -23 -4 -11 -5 28 29 -28
right_child=1 21 3 26 5 -7 14 8 9 25 -12 -13 -14 -15 -16 16 -18 18 -20 20 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.5668838172673009e-05 -2.5857231246070021e-06 -8.2510793214599779e-05 -5.5231341350758634e-05 -8.098522282214726e-05 8.9449249185537193e-07 0.00022592651978920605 0.00011513388717214187 0.00057756858962788339 5.8352175720293317e-05 -0.00027267563349808288 0.0017782488668802612 -0.00021676795497281082 -0.00011691652682410468 5.8747444619460273e-05 -0.00013312909721680197 5.1619470240616582e-05 -0.00061253333249696232 0.00014056049711078144 0.00054442639954472172 -0.0008183332275151484 -0.00015493982069882529 -3.6284012665773118e-06 7.5356517243947504e-05 0.00028242819527765753 0.00010389949334798241 0.00038742757277685863 -0.0003385511767189166 0.00085335242078492875 -0.0013435927738592384 0.00012600974929927842
leaf_count=29559 48652 7439 94773 79939 18652 5059 5619 156 9918 258 33 4231 8463 17146 1511 849 350 1023 1179 643 1430 1790 9681 2608 3837 1808 897 171 73 4184
internal_value=0 -0.0165283 -0.0216056 -0.0327123 -0.0162717 0.0542571 0.0200289 -0.029275 0.0157973 0.110949 -0.0248849 -0.0272762 -0.00486466 0.0363736 0.112224 0.14936 -0.122472 0.190121 0.364219 -0.228875 -0.315284 0.0416511 0.00787315 0.169333 -0.0489445 0.32127 -0.0718989 0.0767075 0.0463636 0.0655637
internal_count=361931 332372 310854 251671 166407 23711 59183 142696 44086 11984 32102 32069 27838 19375 10531 9020 1199 7821 2202 2229 2073 21518 17120 4398 98610 2066 85264 5325 5154 5081
shrinkage=0.000980392


Tree=3672
num_leaves=31
num_cat=0
split_feature=43 777 188 800 481 1459 746 1311 625 1305 294 1324 1455 1259 833 1013 623 47 147 627 837 980 760 1436 900 555 1470 84 1452 845
split_gain=11.655 13.9541 13.7524 16.1572 20.0953 19.3921 21.3769 23.7716 23.5766 23.2743 19.5664 19.0889 18.9076 17.8984 17.7216 18.0475 17.4972 25.5683 17.2571 17.1584 16.5523 16.4578 16.5111 16.1901 17.7781 18.1903 18.3212 16.1464 17.5373 16.7723
threshold=1.0000000180025095e-35 5.3743551052723406 1.0000000180025095e-35 1.0000000180025095e-35 2.8105249167732924 -0.31424627443252701 0.66766320980544069 0.9945849012382465 0.82902022710627377 1.0258675257732557 0.88343643140346295 -1.4877146742527647 -0.012960509316965829 2.4916067380669515 -0.72983367825358658 1.4812727367704444 0.82813747119054748 0.46153491174503314 -0.020105832925174445 1.3534503770969055 -0.39707147043356805 0.8459958039682004 0.75484475021466169 0.60428344764309971 -0.84926062710844363 1.2185641054342327 0.6756529458755437 -1.3990919207813151 -0.48130049356481425 1.3782343257674834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 21 10 7 11 23 -10 12 16 -5 -14 -13 -16 -7 18 -18 -6 -15 -4 -23 -8 -25 26 -26 -9 -29 -30
right_child=1 -3 3 5 19 6 8 27 9 -11 -12 14 13 20 15 -17 17 -19 -20 -21 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0001103344303681248 -0.0037591587511220229 -0.035012594749417932 -0.0012112051417137307 -0.0048059014772522694 0.0095851124141490326 0.012324991922376093 0.00017818030306992796 -0.027761773722835205 0.069314711405574131 -0.023974542004292457 -0.018939269791840088 -0.013659542243454679 0.0079213085992190686 0.13766626858746106 0.00082948123620425144 0.036886602594268174 0.069153219105101318 0.17080941039842548 -0.061899533688135361 0.065327130218841498 0.0066442646193856595 -0.0059436977029742929 -0.025104858392583331 0.06968620489667858 0.021714571152097659 0.094453106073560722 -0.039403720722170694 -0.00089032923541527888 0.045817715417565935 -0.028169108493246883
leaf_count=287154 34888 355 19155 3677 784 504 594 105 158 54 1075 1462 2032 21 3662 190 47 21 27 63 30 3660 917 89 321 29 88 247 456 66
internal_value=0 -0.0334463 -0.0315551 -0.00298762 -0.040673 0.0613103 0.140268 0.0777795 0.389084 1.04953 -0.0383658 0.0197581 0.0144088 0.195831 -0.0251535 0.0575315 0.466729 1.3818 0.635583 0.283231 1.53627 -0.0554306 -0.186595 0.259735 0.533586 0.348285 0.219641 0.450609 0.559083 0.786661
internal_count=361931 74777 74422 39534 24579 14955 8120 6787 1333 212 6835 5913 5760 2083 5314 3852 599 95 74 847 51 23732 4577 1121 527 438 409 874 769 522
shrinkage=0.05


Tree=3673
num_leaves=31
num_cat=0
split_feature=785 561 852 1383 1458 1449 1450 132 1454 1463 1235 1449 1240 843 1470 1449 836 1469 1454 1455 1450 829 246 138 691 1469 1191 134 843 740
split_gain=31.3145 21.4782 23.9411 26.1556 20.998 24.1762 27.1834 24.5657 23.4956 27.2538 31.9187 23.218 22.3914 26.151 22.0939 27.2355 21.949 21.948 29.6288 27.7224 29.045 25.6919 23.0883 23.3888 21.7379 21.2118 20.7005 20.3906 20.5757 22.9435
threshold=-0.86283290253235112 0.31596849172080727 1.0747610123934368 -0.13274323756065481 0.20667703603638712 -0.66544449105861625 0.17095000708663582 1.0000000180025095e-35 1.0000000180025095e-35 -0.49129702089036908 -0.34006977427296536 -0.6206917095916985 0.82498411159110285 -0.28395146662106846 0.22229707940546359 1.6835273741192649 2.2834551684506583 -0.24839172558294026 -0.53254169354491554 0.21867417406107278 1.1911932593428711 -0.15355002062677461 0.2810733516250053 1.9536371951489626 1.0385724475804545 0.93183573322248126 1.124692353189084 1.6445699455742113 0.28366850430710622 2.6399776226761449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 12 -6 7 8 9 11 -11 -7 13 24 -13 -16 27 22 19 20 21 -19 23 -8 -2 26 -12 28 -14 -30
right_child=1 -3 3 -5 5 6 17 -9 -10 10 25 14 16 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.9788749914323217e-05 -7.3075478501269994e-05 -5.3934251023070679e-05 -3.3770062887273768e-05 9.8019900260165634e-05 -7.2557257716825938e-05 0.00077112833507578878 4.5079803354848688e-05 -1.5324371813681146e-05 3.0658127322121051e-05 1.2505944607141026e-05 0.00038320333129843745 0.00015277150311145783 0.00013266842874988633 -2.3498957639703197e-05 -0.00021359988774891838 0.0010697391439699836 -0.00035517244898559995 1.3629568978642889e-05 -0.00032122072063241506 0.0008066891642141698 0.00052734997490451626 -0.0008970280328847905 -0.00012948814931134479 0.00052244518901927979 -0.00021775574995045298 0.00072521490488152351 -0.00026258744696482816 -0.0002819840795086947 1.0746150714581952e-05 -0.00051352082737443725
leaf_count=29559 41511 103269 12834 17027 12523 182 7724 9179 6989 1552 2498 3735 8445 74962 1718 65 640 409 2638 198 247 309 3990 474 8054 706 269 1121 8734 370
internal_value=0 -0.0246042 -0.0127132 0.0457656 -0.0223007 0.0145197 0.0395958 0.0838541 0.130744 0.196737 0.316548 0.0910195 -0.0378454 -0.0508078 0.0618164 -0.152413 0.0291187 -0.0327771 -0.187491 0.108706 -0.0606356 -0.322515 0.0112736 0.0755254 -0.0958914 0.420719 0.332186 0.0425232 0.0577918 -0.0108512
internal_count=361931 332372 229103 29861 199242 55405 42882 26893 17714 10725 5025 5700 143837 124527 5518 1783 19310 15989 3801 1163 965 718 12188 8198 49565 3473 2767 18670 17549 9104
shrinkage=0.000980392


Tree=3674
num_leaves=31
num_cat=0
split_feature=785 728 784 852 1307 211 980 5 657 569 703 833 647 590 570 1421 747 907 1022 146 462 706 1016 346 1249 1040 759 834 678 82
split_gain=22.8362 18.6715 20.8249 20.9382 24.1925 21.0856 20.8847 20.5109 19.625 21.0891 22.3179 20.1025 19.5631 45.3733 18.1685 19.4336 18.1137 19.419 18.1079 19.7419 18.7567 24.9613 18.1074 20.4133 20.1736 24.5056 19.3172 19.1812 18.7648 17.9897
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0747610123934368 1.3390041783085433 -0.62944366619299574 0.93965787111466315 -1.0821368227570305 2.2603408215975165 0.082615654494043025 1.2527926291041005 1.5919315457291203 -0.87782724458594241 0.58895901036483078 -0.4998781572545779 1.0107116206971127 0.34871943973277292 3.0421924527387119 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.7353186015506989 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.1612684629536689 6.0948733974029876 1.107433824845671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 8 5 -5 -6 -7 11 10 -10 -4 13 -3 15 16 17 29 19 20 22 -22 23 24 25 27 28 -2 -27 -14
right_child=1 12 3 4 6 7 -8 -9 9 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.4167403520248458e-05 -0.00032027288346315086 -5.0427962708297761e-05 6.6507446237415234e-06 5.7471124810393204e-06 -7.4711499371728779e-05 -0.00034269801280243571 -0.0010792785795101206 0.00029830216099458433 -0.00030640996203696479 9.1328453411424119e-05 -0.0014439919506315979 0.00019595357348992819 -1.261604443174239e-06 0.00038985078780751423 -8.6238045412239612e-05 -0.00022565957536543232 0.00014621003279003184 0.00069524164699591212 -1.5331147132210344e-06 0.0002869665165379527 0.0013309920265286909 -0.00069568863974669526 -2.085806714089508e-05 -0.00018540721722137425 -0.00019547890401283498 -2.6701984693431251e-06 0.00073745068423668734 0.0010287722538904025 0.00079962362514134999 -0.00020080690868268524
leaf_count=29559 2716 4821 30451 2043 879 281 143 3872 935 632 92 2818 21561 1384 61493 2973 4074 249 103001 802 46 596 45119 14567 6632 16420 210 80 102 3380
internal_value=0 -0.019519 -0.00929458 0.0345139 0.139055 0.183743 -0.205594 0.268992 0.0115485 -0.216766 -0.407027 0.0235696 -0.0503927 0.0781412 -0.0607359 -0.0117393 0.00654885 -0.0217511 -0.0199927 -0.0475057 -0.0515563 -0.540851 -0.0488486 -0.0954913 -0.053809 -0.015523 0.0167654 -0.280358 0.00648241 -0.0288445
internal_count=361931 332372 232437 42146 7218 6196 1022 4153 34928 1659 1027 33269 99935 6205 93730 32237 29264 25190 190291 87290 86488 642 85846 40727 26160 19528 16732 2796 16522 24941
shrinkage=0.000980392


Tree=3675
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 858 927 691 727 382 1452 1470 1465 1469 924 1252 978 689 689 508 620 491 150 765 423 813 789 728
split_gain=23.5526 21.5779 29.6009 31.0144 29.9036 47.9511 23.9085 31.2406 25.341 24.0457 23.4757 25.4271 23.2351 40.8954 23.4853 23.2445 21.7262 23.046 22.3024 21.6093 25.917 26.5799 23.3918 21.6127 21.5936 25.8436 21.6405 21.5841 21.5707 21.399
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 0.29073615932568342 1.0000000180025095e-35 1.0000000180025095e-35 0.4926003403048807 0.84122639276026845 0.28325886342528439 1.6911153983873026 1.8999064755685127 2.4192096387169548 2.6375975511520715 0.72022076402865742 -0.4288425582216272 0.93928964529742032 0.88084169889549835 0.82498920141556809 -1.1769467878382101 2.3725116543357561 1.8383606565487096 2.1641256470006294 1.1248358748350926 -0.90320472132347296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 -6 27 9 -9 -8 -3 28 19 15 -15 -14 -5 18 -18 20 -2 22 23 24 -22 26 -26 -4 -12 -23
right_child=1 10 3 16 5 -7 7 8 -10 -11 11 -13 13 14 -16 -17 17 -19 -20 -21 21 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.3555360272843248e-05 -6.8119886563259684e-05 -4.0174532485470565e-05 -6.139240228429409e-05 -8.9438179836084372e-05 -3.6138250905544498e-06 0.00023038234900727225 1.0857866315546241e-05 5.5714851714544733e-05 0.00031324960542473772 -0.00013472768091807969 0.00024583242434472096 2.0668269400563473e-06 7.0716930756814752e-05 0.00055981370517445912 -0.00067080283085637065 -0.00075853052959235423 5.9667102392856289e-05 0.00089476315522761215 -0.001343622778559306 -0.00011197484970802811 0.00039153239790990695 0.00021927830918102038 -0.000158603979010772 -0.00012899877953422725 7.0980652890598032e-05 0.00062481375593660812 -0.00028137991048881065 0.00010236824245342499 -5.8003365453160003e-05 -0.00064107530385871289
leaf_count=29559 12265 9447 94773 79939 18652 5059 21984 9918 2066 10118 5244 5700 11629 1045 98 267 5081 171 73 8709 1248 4632 3354 2521 11753 383 1141 3837 1127 138
internal_value=0 -0.0211074 -0.0267398 -0.0387626 -0.0213652 0.0517933 -0.034845 0.0114202 0.108419 -0.0299924 0.0435056 0.101954 0.0184045 0.0998215 0.489317 0.0607133 -0.0801553 0.0738149 0.041681 -0.00647684 0.0163544 0.0580067 0.0195476 0.0531588 0.0892899 0.0635761 0.0455647 -0.0550271 0.19258 0.199612
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 11984 32102 21518 12071 59183 13039 1143 11896 85264 5325 5154 46144 37435 25170 20400 17046 14525 13277 12894 98610 6371 4770
shrinkage=0.000980392


Tree=3676
num_leaves=31
num_cat=0
split_feature=800 1237 1470 558 1065 757 1153 79 353 62 980 772 759 875 3 898 842 296 559 1185 214 982 890 1383 184 692 423 1110 969 284
split_gain=11.9938 16.8751 18.1824 18.0902 16.7855 16.9037 15.7001 16.1962 17.5647 15.3237 20.4945 17.2112 16.3871 18.1264 17.562 17.4216 22.3144 20.5293 17.569 17.1654 17.1643 18.0167 16.2024 16.0446 15.7365 15.705 20.2091 19.8481 19.4123 20.6691
threshold=-0.57812715656594349 1.4298092310842805 -1.2836328422603671 2.1511747080503549 0.53317830391623378 3.3811131643223908 2.5173098417833457 -0.48577931414859482 0.87031742678005375 1.1295246676492809 0.36139641307997977 1.0505731476195017 0.71975246364022982 4.3007798196697271 1.8352272317779414 -0.5288064064429453 0.66878815571507388 -1.121402346815775 -1.0297741157128562 -1.3694769129239874 2.2604586823319353 3.0854258727671673 -0.4085554837980378 1.5736125822061819 1.384368771371848 0.086969749499293356 0.04971086513289668 -1.1655863740818246 0.53178104110333146 -1.4691678416048204
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 9 8 -8 12 11 -11 15 14 19 16 -1 -18 23 24 21 25 -23 -19 -14 26 -17 -27 -29 -30
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15 -16 20 17 18 -20 -21 -22 22 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.0085169583991372144 -0.00057503658463181867 0.019346665087136155 -0.0089853247783336799 -0.043129687016391263 0.0066998069768594353 0.041068348554497897 -0.0096289789839834258 -0.026760383116139402 0.055557612086072829 -0.0054609287494995808 0.006554901639547684 -0.032363738934126085 0.061378612706980633 0.029877709758443574 0.016141179181965375 0.0026332681733538801 -0.041208681623169693 -0.024723536336037234 0.0037742536044460479 -0.0043770088563479725 -0.016127060255803464 0.11352411167343679 0.022523629804594211 0.038287467105676223 -0.051017402377452871 -0.017536510542871055 -0.0054976217339510157 0.0026761226272594999 -0.040055103635083883 0.013242352157192442
leaf_count=12330 289498 369 6057 233 1384 88 225 637 63 4393 1815 334 86 189 552 9942 159 501 2824 8846 804 23 174 56 32 572 6640 9307 118 3680
internal_value=0 0.0215877 -0.0886026 -0.118849 -0.0983842 -0.16083 0.0325418 -0.290193 0.153548 0.0363672 -0.0665018 -0.146378 0.0482202 -0.0363339 -0.0513471 0.0654183 0.125397 -0.0301493 0.00598357 -0.076573 0.0344004 0.0421911 0.699584 -0.36337 0.821337 0.037654 -0.00967696 0.0929642 0.109135 0.239915
internal_count=361931 72433 8131 7762 7529 6145 64302 925 288 63377 6542 4727 56835 9705 9516 47130 15870 3540 3381 8964 31260 30456 197 557 118 30259 16582 13677 13105 3798
shrinkage=0.05


Tree=3677
num_leaves=31
num_cat=0
split_feature=728 744 679 609 1450 43 1364 706 144 428 563 350 489 82 1446 411 630 853 340 774 901 772 513 212 1189 155 935 635 705 1073
split_gain=11.9846 14.4305 17.2144 21.807 18.2594 16.0432 17.0613 19.5421 17.9054 17.7165 18.1375 17.708 16.7131 16.6696 17.2636 15.9968 17.4238 15.1739 16.4114 18.4097 16.5672 16.6128 14.7707 24.4461 14.6322 19.6709 19.2499 18.7082 20.2789 23.8245
threshold=1.0000000180025095e-35 1.3025484894158337 1.3590407435377796 -0.93177752141597858 0.15319084326732887 2.2744972866152193 1.2961404104704866 0.22081612505749573 0.622485774700134 2.2993760991038252 0.46209826474995497 -0.14864733299237762 -0.059606028635095572 1.8789455750540134 -0.36382298559905946 0.63178908498744746 0.046820337097599092 -0.46756959690554262 1.0000000180025095e-35 0.78350955704128511 1.4557463256037735 1.2638876940090984 2.0831197595613671 0.31410050537890127 -1.0096337021262032 0.67899348191254905 0.61297423696609965 -0.35941250429537769 -0.24487646358407891 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 24 9 11 -9 13 12 -8 -11 22 -15 16 -10 18 19 -5 21 -21 -7 -24 25 26 -2 28 -26 -30
right_child=1 2 4 17 -6 6 7 8 15 10 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=0.0001940633881137587 0.0068568262007923922 -0.010035295752646929 0.0049019497342386474 -0.010675575577321029 0.027105187093506646 -0.023009761362473031 -0.0081726358317231913 -0.024019833099929066 0.14697376165460252 0.020810182104146174 -0.062412683998865084 0.12394863646211046 0.16479583432220485 0.089529574279252899 -0.026281468465883251 -0.055192607921356399 -0.029026944148854039 0.0062822216021288027 -0.046038258381083802 0.0044524532000685176 0.11289603605217198 0.088766333716887233 -0.019350872608616617 0.087205237892779494 -0.0014762874119025207 -0.0071356937237828837 -0.011171465727041459 -0.00079712948653896075 -0.004680937363014121 -0.015676347791364641
leaf_count=252841 9372 2294 1782 1068 614 3332 47 269 37 41 24 41 20 55 45 36 22 4793 151 327 21 29 132 52 16610 3400 1195 47221 10695 5365
internal_value=0 -0.0273058 0.0489697 0.00196477 0.218713 -0.0387184 -0.238753 0.343525 -0.0333476 -0.313865 0.935082 1.5069 1.69054 -0.354919 0.754523 1.15637 1.92608 0.0656462 -0.131066 -0.0619052 0.377604 0.253264 -0.399833 0.361267 -0.0331564 0.0463572 0.0987275 -0.0462731 -0.0974907 -0.164104
internal_count=361931 109090 11079 8683 2396 98011 4153 452 364 3701 85 88 61 3616 100 95 59 6389 1596 1445 377 356 3516 184 93858 13967 10567 79891 32670 16060
shrinkage=0.05


Tree=3678
num_leaves=31
num_cat=0
split_feature=21 915 401 500 603 1467 1450 149 1388 1440 151 224 149 1324 430 773 155 351 139 429 20 195 287 708 558 80 1451 289 767 776
split_gain=11.869 13.0357 20.3527 20.8117 18.8923 18.3005 19.4907 16.6332 18.2465 18.4183 19.0309 17.6209 17.8198 19.6291 17.2682 18.6743 18.2857 17.5194 16.8874 18.5666 19.2637 18.6284 16.6894 16.4524 16.3627 16.2986 16.022 15.9511 19.6394 17.3998
threshold=-3.2545899522946695 0.35539985303639915 0.66778437295061321 0.44645613106682785 1.1060869660636978 2.2092991213461084 -0.090280543359351748 0.21008905866420399 1.4683173992232577 1.0000000180025095e-35 -0.77908500431722361 0.99470667375207589 -1.9762534421669538 -1.3816258080701929 2.4556491556804949 -0.7247053536593121 1.2873310554617576 0.52699422669405938 -0.53786282893759318 -0.72962342600816155 -0.82729348542330949 -0.68254105952426014 0.83284250079441624 -1.0551022545800712 0.96795704140272032 0.69298819154676494 0.29201411858153481 -0.64004510414030802 -1.22500398350684 1.2346879256055143
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 23 7 -7 8 9 -3 -11 22 -13 -14 15 17 27 -9 -19 21 -21 -20 25 -5 -23 -10 -8 28 -17 -29
right_child=1 2 -4 4 -6 6 26 14 11 10 -12 12 13 -15 -16 16 -18 18 19 20 -22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.014392336845393906 0.00010975054416484342 0.00076521390827371302 0.0019769284805132687 -0.028352904180597167 -0.017773360466761343 0.028541289353254867 -0.016675960480412193 -0.021656232264310373 0.0061659968170927563 -0.023941276335964518 -0.0031155463804443213 0.14832691857989339 -0.068964298801346802 0.040878869056176791 0.022427795275971621 0.072545322697638248 0.024756421764767077 -0.024135281187681209 0.10054341494891467 0.065856414715006403 -0.011786778981912752 -0.015724114055625092 -0.017290025392275022 -0.0042160606174614463 0.12475350484699982 0.041338400037382754 0.015386913603402689 -0.0038147413597105525 -0.015302007075489274 0.014786051840410784
leaf_count=716 285873 17681 14334 625 3604 570 426 2298 933 1589 2599 20 34 252 308 52 318 337 52 55 429 85 345 14609 29 213 439 9850 2455 801
internal_value=0 -0.00455321 -0.0345361 -0.057749 -0.137114 -0.0286525 0.23181 -0.0393068 0.0051645 -0.0168347 -0.190631 0.234698 0.769986 0.612398 -0.0983424 -0.109942 -0.0727032 -0.298077 -0.00352503 0.251024 -0.0195268 1.01 0.130537 -0.101327 0.226691 0.262974 0.0099659 -0.0871759 -0.275503 -0.0481398
internal_count=361931 361215 75342 61008 18838 42170 1435 40735 23666 21869 4188 1797 306 286 17069 16761 13476 3285 987 650 484 166 1491 15234 114 1146 865 13158 2507 10651
shrinkage=0.05


Tree=3679
num_leaves=31
num_cat=0
split_feature=785 263 728 926 507 869 909 150 965 1392 1323 905 807 878 608 1110 979 279 1431 1254 1454 634 264 1460 1045 434 288 1437 422 981
split_gain=29.0348 20.1163 28.7155 37.4842 33.2983 32.8873 34.066 28.534 24.7816 29.8321 24.491 23.1411 22.2638 24.6118 26.6855 23.3492 25.0209 21.953 21.7926 21.7123 20.5411 20.527 20.3209 20.9468 20.1067 22.5302 21.1388 19.957 19.5596 19.4839
threshold=-0.86283290253235112 0.66115833724634121 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 0.9119020701661501 -0.52571317712276111 0.10980254379742337 0.33884867167867055 -0.20759369672708256 1.7723414479084203 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.60677017479697548 -1.548383945956544 0.67399173339163976 1.0000000180025095e-35 -0.77879809762052277 -0.99563425846005404 0.6095166046651167 -0.92193233685461917 0.9504607190545632 0.62667357349860431 1.6504836111777961 2.7655665054205345 2.8257610812025367 2.7615333441037166 2.8457487783966928
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 8 18 10 -3 9 -2 -7 22 13 14 17 -15 -17 29 -4 -11 -14 -12 28 27 25 26 -18 -24 -9 -5
right_child=1 7 3 12 -6 6 -8 11 -10 19 21 -13 20 15 -16 16 24 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.8427987241088923e-05 -9.1288859072606902e-06 -5.1062780069731466e-05 2.557594295963714e-05 -0.00027817480104440687 0.00015503097278493717 -0.00010728086149039229 -0.00022161850482656803 -9.1641485812565373e-05 -6.9786273487940789e-05 0.00050070193934230228 7.7057236828012378e-05 -0.00016149543996632577 -0.00089073477449750401 6.7793523608292297e-05 -4.7624836106960661e-05 0.00032589151836955982 -0.00011422325212370197 -2.3142566048283539e-05 -5.1592530687491913e-05 0.00012014940095592871 -0.00015291599262672121 -0.00012085012693860084 6.027647452663291e-05 0.00020247116727226068 4.4904733305920492e-05 -0.00050774415702281562 0.00059132970034290739 -0.00022759748741689559 0.00099032680701387991 0.001694220112399659
leaf_count=29559 17036 25045 57545 15304 6453 19660 8545 5481 19348 879 11406 2304 334 10224 12122 996 14462 3686 29947 4886 22011 4002 29122 4119 5246 938 202 962 67 40
internal_value=0 -0.0232887 -0.0337183 -0.0465032 0.0162581 -0.0226492 -0.0811958 0.00919832 -0.00937853 0.0423341 -0.0465433 0.0414695 -0.0904126 -0.0667464 -0.128346 -0.02498 -0.0684921 -0.214895 0.00157426 0.179163 -0.165088 0.0245729 0.0533441 0.0708537 -0.0845007 -0.125661 -0.105499 0.0512471 -0.0765214 -0.2768
internal_count=361931 332372 265272 216670 48602 131105 43613 67100 42149 22801 35068 42055 85565 63220 31152 32068 21844 19030 87492 5765 22345 15408 39751 34203 20848 15602 14664 30084 5548 15344
shrinkage=0.000980392


Tree=3680
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 126 1022 140 395 841 1116 689 507 727 382 789 590 579 760 1121 1450 1469 1452 1465 1454 1452 1468 1305 1465
split_gain=18.8223 17.1424 22.9332 27.6378 27.7263 44.173 22.0084 23.1022 24.3605 22.3576 23.2128 22.5487 22.0164 21.9754 20.7515 25.1883 21.0002 20.4807 21.4609 21.9678 21.6671 20.4289 25.1255 25.1033 24.0305 22.3992 21.9563 22.9243 22.7046 23.8201
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.0000000180025095e-35 1.2259052867616704 -1.2265353045382643 -1.1110989058077336 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 0.80106270623882148 -0.67806027517800449 2.4543291550814752 -0.58911782507014421 -0.46623883335573857 -0.74726004084035758 -0.55537993649074191 0.66741765750458459 -0.66537623572488702 -0.5670929362456224
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 6 -6 7 9 -9 -4 12 -12 -11 -2 -3 16 -16 18 -15 20 -20 22 25 24 -23 -8 27 -25 29 -28
right_child=1 14 3 -5 5 -7 21 8 -10 10 11 -13 -14 17 15 -17 -18 -19 19 -21 -22 23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=3.9992012736594344e-05 -4.7957153926459698e-06 -3.8969961030681689e-05 -0.00011566553682846427 -7.1315250545860105e-05 1.2774774154595466e-07 0.00022510432994219111 -0.00031105510440762417 0.0006746386805573059 9.9561613056819879e-06 0.00010747952936451475 -0.00094686295628839388 -0.00015808458124979242 -3.7982678482367345e-05 7.2453033099266525e-05 0.00023806436385029439 -4.5698517436531582e-06 -6.2131477013238837e-05 -0.00013878749285814823 0.00019258115444193981 0.0004387322182362843 -0.00061821453900004063 0.00021050001383786778 0.00044941111493680127 -0.00044605441391802348 2.2330324104002094e-05 -5.3858223727355989e-05 -0.000186760540880582 0.00060994009772210797 5.6726322821907768e-05 -1.7282977464884887e-06
leaf_count=29559 48652 9447 33669 85264 18652 5059 2271 372 658 5691 279 3934 36009 6552 5244 5700 1127 1387 747 1655 190 5428 392 1124 7798 11272 5834 110 16830 11025
internal_value=0 -0.0178983 -0.0229298 -0.0335444 -0.0171008 0.0534535 -0.0301101 -0.0576415 0.257493 -0.0630406 -0.032555 -0.20046 -0.0164519 0.0168417 0.039787 0.0948503 0.185253 0.105196 0.141933 0.302348 0.0439283 0.00123302 -0.0765569 0.0232524 0.105296 -0.0944071 -0.00966412 -0.335572 0.000491276 -0.061025
internal_count=361931 332372 310854 251671 166407 23711 142696 80612 1030 79582 45913 4213 41700 59183 21518 12071 6371 10531 9144 2592 937 62084 13935 48149 13226 13543 34923 1234 33689 16859
shrinkage=0.000980392


Tree=3681
num_leaves=31
num_cat=0
split_feature=785 120 324 1442 1046 1465 567 188 1466 21 1466 1463 21 496 374 0 477 564 545 700 428 865 559 8 61 1108 216 630 1384 212
split_gain=24.3984 20.4894 24.319 23.5239 20.6806 20.6607 20.7399 21.0764 20.2139 25.2771 24.9592 36.3881 38.54 22.2848 20.7892 20.2139 19.8161 19.7328 19.8189 19.3867 21.5985 23.1222 19.1173 19.0221 18.7585 19.2965 20.3769 18.6009 19.0201 18.3824
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.536157752097289 -1.56246364468913 -0.51012015380722042 1.9608858936429996 0.56595263301418985 0.37829601484295772 -3.2545899522946695 0.33394102906587103 0.26178017910560175 0.81122649975724037 -0.52318489920737588 1.2786303643043428 1.7677642661212409 -0.61860042855786568 0.53126896982987815 0.19184757456879287 -0.09768300405627002 -0.25300608293028204 0.34189790550582932 0.064400560137788915 -1.0163422768548884 1.0000000180025095e-35 0.461331533078565 -1.4036985858405473 0.40859292332877456 0.11168011486185554 -0.80311105305576103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 4 -4 15 6 7 -5 9 -2 13 -12 29 27 23 -3 19 24 -19 -16 -21 -22 -10 -15 -6 -26 -27 28 -11 -13
right_child=1 2 3 5 17 -7 -8 -9 22 10 11 12 -14 14 16 -17 -18 18 -20 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=4.4465088255410658e-05 0.00073897775499698944 -0.00022469672654975052 -0.0001557711579391628 -0.00029192503193355889 2.6273611656777606e-05 3.8440468047371461e-05 0.00055496686700283937 0.00014889596750428645 6.4733730010127575e-05 1.8471239804974352e-06 -0.00045426869468520332 -0.00050830449997129028 -0.00079900423581725436 -0.00011790073066891488 8.493549654489209e-05 0.00041630894499207038 0.00014789332248931229 -0.00024903507573440149 -4.9129975419978475e-05 -0.00041956716122658631 0.00016581960771315524 -0.00046467431451941061 -3.0091269504905541e-05 -3.7750791110595504e-06 -1.6468143767267485e-05 0.00051692199315049874 -0.00022806332763063248 -0.00014856832075106917 -0.00012237150358904622 0.00045934204946011727
leaf_count=29559 211 5760 22548 3557 48244 8671 180 632 29298 21681 1774 125 208 9691 3762 414 8390 3731 14574 1250 1198 457 16617 85875 13643 250 6038 12264 10747 582
internal_value=0 -0.0213189 -0.0466248 -0.104023 -0.0262378 -0.0253036 -0.168464 -0.209095 -0.00766483 -0.0204447 -0.0215561 -0.246314 0.0987298 -0.0177703 -0.00129843 -0.186122 0.078766 -0.0178032 -0.0854678 -0.0188751 -0.172541 0.001174 0.0334007 -0.013461 0.00221669 -0.0656676 -0.197795 -0.0646696 -0.0361125 0.323541
internal_count=361931 332372 128242 35588 92654 13040 4369 4189 204130 158215 158004 2689 915 155315 110623 6174 15057 86480 18305 6667 2905 1655 45915 95566 68175 19931 6288 44692 32428 707
shrinkage=0.000980392


Tree=3682
num_leaves=31
num_cat=0
split_feature=1431 1469 1452 1465 1470 1459 1466 83 1462 1449 1458 1470 1458 1450 1458 915 1464 1091 915 1331 130 812 832 1300 885 1468 210 75 8 869
split_gain=12.1183 15.4394 31.2507 54.639 29.4968 29.3048 24.9234 24.7326 23.8748 22.4599 21.8476 21.6755 24.8275 24.3054 23.8909 23.0707 21.4525 21.0427 25.8058 23.5913 20.9893 29.848 20.7959 20.7855 19.574 19.2939 19.2858 23.6755 22.2537 22.053
threshold=1.0000000180025095e-35 -0.37428265452218518 0.34647097549241135 -0.24758448501956196 0.92007089127680419 0.23747375368911341 -0.39115731296020156 -1.0700658174381776 1.0119550964254083 -0.075572632224640987 -0.68909410285287098 0.86093751738940238 0.084403803362298288 -0.070412655075119956 0.25640757745451187 0.37809929802496312 -0.1219094853058012 1.0000000180025095e-35 -0.60554331814614137 -0.073809695637476025 3.2630020663441712 -1.0000000180025095e-35 2.9445132467043496 0.72569580879455042 -0.92873225317066288 0.55644284503728569 -0.408902764318123 0.061909782723911157 -1.4200097598171988 1.041070318382423
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 24 4 5 7 8 22 -7 20 -11 12 17 -13 15 -14 -16 18 -5 -19 -9 -22 -4 -21 -3 -8 27 -26 -28 -29
right_child=-2 2 3 11 -6 6 25 9 -10 10 -12 13 14 -15 16 -17 -18 19 -20 23 21 -23 -24 -25 26 -27 28 29 -30 -31
leaf_value=0.0013129687027914928 -0.0011481237955526047 -0.0042088843382247923 0.0016861558721241437 0.0068197846457516672 0.013321285246667869 -0.020133990389363532 0.0031188543004709219 -0.024768546252162654 0.039516338274858648 -0.028977061147728363 -0.0041402483606658392 -0.043852209558223672 0.034844945361246348 0.053896216892585946 0.016735144427262701 -0.023489792683949424 -0.0047513778002878856 -0.0053593891380289043 -0.01856272262008837 0.019862518224915453 -0.063057404392376601 0.12434751666013351 0.12944555916567135 -0.016457548201248236 0.00071697664344346629 0.039940050721272824 -0.012909348003978319 -0.0049350212074761382 0.002280338317660717 -0.026521547553796154
leaf_count=99279 139558 13828 1076 774 813 1319 1047 5108 79 855 2359 40 551 145 933 114 1545 2178 2156 1062 26 36 26 263 18548 200 1670 9191 56230 922
internal_value=0 0.00574318 -0.0121967 -0.0951103 -0.215598 -0.248053 -0.0185306 -0.320328 -0.286422 -0.364181 -0.199486 0.0249123 0.00857956 0.726052 0.168494 0.532882 0.0655162 -0.0753548 -0.231894 0.0354619 -0.476291 1.04365 0.0994616 0.268312 0.00464511 0.201382 0.0164925 -0.0355627 0.039067 -0.131132
internal_count=361931 222373 123094 22705 12944 12131 2645 9486 1398 8384 3214 9761 9576 185 3143 665 2478 6433 2930 3503 5170 62 1102 1325 100389 1247 86561 28661 57900 10113
shrinkage=0.05


Tree=3683
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 650 518 126 1022 140 395 841 1116 689 416 1452 1470 1459 759 554 588 575 646 785 1443 566 355 968 269
split_gain=21.094 17.1465 23.8687 29.0301 27.8227 43.4961 23.4987 22.2867 22.185 23.2804 24.3503 21.7164 23.1128 22.5417 22.3728 21.2402 20.9091 36.4074 25.9597 22.8736 22.3347 20.7683 23.9244 20.5211 23.3797 20.4019 20.3878 20.1955 20.0834 26.7445
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.6923072129381651 1.0794040238867422 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.0000000180025095e-35 1.2259052867616704 -1.2265353045382643 -1.1110989058077336 0.90571909922259353 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623 0.71188872395471614 1.0000000180025095e-35 0.99988622835687535 0.58460966528228819 1.593744732512876 2.1059719136688364 -0.45913340316272039 -0.010565908317722831 0.85216676757878052
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 8 -6 16 15 9 11 -11 -4 14 -14 -13 -8 23 19 -19 20 -18 22 -3 24 -2 -7 -5 -23 29 -21
right_child=1 21 3 26 5 25 7 -9 -10 10 -12 12 13 -15 -16 -17 17 18 -20 28 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.2459856290832553e-05 -1.6299749459693305e-05 -8.5664794756090513e-05 -0.00011564747614030996 -8.2130441160387031e-05 -1.0156765385252712e-09 0.00028018728207019066 2.1048145554823422e-05 0.00044855522544564203 6.5250836800041205e-07 0.00067474868719456728 1.0408286506870885e-05 0.00010715831515214232 -0.00094724410279975664 -0.00015890878757386141 -3.9415011118376742e-05 0.00038874452855686782 -7.3459398085155933e-05 0.00052278587624218071 -3.9585733373439384e-05 -0.00018796926276837842 0.00033229983914908148 -4.546231530246321e-06 7.2589945677513381e-05 7.2544705231307219e-05 -0.00015915133150341506 -9.1410809634296516e-05 0.00010133205522281071 0.00028014490475108175 0.00041367655263642032 0.00042315332854474702
leaf_count=29559 24524 7439 33669 82198 18652 4219 4478 857 62084 372 658 5691 279 3934 36009 890 6762 1277 531 1003 622 1790 9681 8207 8527 840 3066 2608 1033 472
internal_value=0 -0.0187641 -0.0237931 -0.0346145 -0.0177657 0.0528855 0.0167699 0.148026 -0.0307909 -0.0584181 0.257836 -0.0638344 -0.0338081 -0.201274 -0.0177495 0.0889445 0.00113628 0.0826747 0.365898 0.0292382 -0.0347072 0.038909 0.00486079 -0.0239237 -0.0506985 0.22764 -0.0747536 0.167552 0.20599 0.0330221
internal_count=361931 332372 310854 251671 166407 23711 59183 6225 142696 80612 1030 79582 45913 4213 41700 5368 52958 11700 1808 9892 7384 21518 17120 41258 33051 5059 85264 4398 2508 1475
shrinkage=0.000980392


Tree=3684
num_leaves=31
num_cat=0
split_feature=785 728 578 521 623 1174 1176 1470 501 143 867 976 837 1255 264 909 76 763 693 1122 232 846 603 1395 1457 1180 356 559 652 430
split_gain=11.9121 12.8155 13.2371 13.3886 13.4218 15.9421 16.6868 14.3718 14.3409 13.9124 13.1037 14.8551 14.5187 14.7846 15.722 14.9079 15.9674 14.1607 14.5338 13.3919 13.552 15.5629 15.2758 13.8595 15.4824 14.2421 13.3336 20.406 17.1105 14.3358
threshold=-0.86283290253235112 -0.49008176997875957 -0.87905496296652397 0.61544172599432045 -0.521173879542291 0.34101900573825733 0.7113567970976552 0.92007089127680419 -0.033903032263366988 -0.87958867183151923 2.3064030050518314 -1.2814468668927332 0.42108448976745461 -1.2411412833958753 -0.92193233685461917 -0.67290761646258057 1.2917394820052623 -1.3926645623252758 -1.130365606751542 2.8477600212785412 0.46230557827731739 3.3831830255858732 1.9865683755178387 -1.2273419565989541 1.339295830115254 -0.39729536842906871 0.091059112457229349 -0.42414237631213009 1.2046430620138719 -0.30569595022084806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 9 -6 7 8 -7 -5 11 -4 19 -14 -15 16 -16 -17 -19 20 26 22 23 25 -25 -22 29 28 -28 -13
right_child=-2 2 3 4 5 6 -8 -9 -10 -11 -12 12 13 14 15 17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0049728119626086314 -0.00043043722759209587 0.009294407649493814 -0.018197582497791222 0.018278554917570414 0.0037273847885132896 0.01110722256535125 -0.07174173296170451 -0.052833510899045547 -0.030292749158775424 -0.02219767437924906 0.013634712443540246 0.0057677654319217442 -0.030091549816429215 -0.024273156791229204 -0.025939344956385304 0.085394570078109674 0.020993667815101147 -0.059059387077410798 0.0041215150702884817 -0.021313798671213781 0.01742184520466308 -0.085126305287218262 0.087511458089565022 0.011205275228469001 0.044371542641729163 -0.039860554331948815 -0.0080232744308180986 0.01253917143010925 0.021535101059466419 -0.005397877898677606
leaf_count=3396 332372 3407 437 115 2089 294 65 83 154 738 1268 2365 257 350 433 22 116 51 2732 235 85 22 25 2443 203 131 1412 3022 281 3328
internal_value=0 0.0382548 0.0538242 0.035159 -0.0878837 -0.0133632 -0.331996 -0.20905 -0.0559188 -0.329826 0.058286 0.0428551 0.0527386 -0.0644479 -0.0307977 0.0141445 -0.323706 0.0771631 0.0624483 0.0870861 0.0964379 0.230067 0.243617 0.226436 0.27067 -0.310535 0.0594191 0.146092 -0.0545831 -0.0122914
internal_count=361931 29559 26163 22756 3538 2685 596 531 448 853 19218 17950 17513 3961 3704 3354 549 2805 2783 13552 13317 2909 2887 2862 2646 216 10408 4715 1693 5693
shrinkage=0.05


Tree=3685
num_leaves=31
num_cat=0
split_feature=1430 1160 809 462 846 290 293 498 12 1308 206 1118 789 444 153 1055 566 476 1098 1105 1252 621 1016 1395 555 1470 21 1184 291 976
split_gain=11.8831 24.2638 16.8945 16.3102 21.9382 20.1277 21.5167 18.0265 19.4404 16.619 16.4776 16.6236 16.0136 18.0656 20.5483 18.4098 18.184 17.5906 20.9216 19.654 18.7723 18.6761 21.2707 26.4655 21.0114 18.2188 21.3079 20.0429 19.8796 18.5082
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9321621796069277 -0.3021170497781272 -0.22707776701403007 -0.32384171687613111 -1.353166384175672 -0.95267385983381569 1.303403189393942 -0.4544222083218718 -0.15374100061221777 1.1248358748350926 1.0617732612454149 -1.4434050698684338 3.5428551653253511 -0.76073816519495452 -0.39677154503368783 1.3289106712562746 0.33575676842318491 1.1286095911620906 1.479579807447714 0.65834228227133607 -0.27064056415779264 1.9637866136454252 -0.7672013769770587 -0.32341995197817647 1.8899594386042964 -0.081761382579273498 0.45556944141196337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 9 -6 -7 -8 -9 -5 -10 -12 17 15 -15 16 -14 21 20 -20 -19 -2 -23 24 -24 -22 27 28 -27 -28
right_child=3 -3 -4 4 5 6 7 8 10 -11 11 -13 13 14 -16 -17 -18 18 19 -21 25 22 23 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0044148968378507304 -0.0013007574216773294 0.00018886097633427331 -0.00017695049258970562 -0.00058433372819321713 -0.020224660137153974 -0.014267156038925179 0.066486510198539323 -0.046496029833137283 -0.015402148049554032 0.036045962772113027 -0.0068998599113494529 0.030545237625274252 0.0069555554568718377 0.027243635751367797 -0.01262571127752446 -0.038964089485096387 -0.0023017140114089695 0.001835841614032233 0.00024302411849884067 -0.0094737559614935535 -0.0014153590194455792 0.00025502628728957006 0.033347060910951375 0.0020881711694605998 -0.043172309240042527 0.007741470448604135 0.00091076674362462165 -0.029280933390856148 0.026471072523446049 0.016113997867556615
leaf_count=55595 58642 86293 22218 5209 2146 1374 71 140 299 148 272 454 3661 178 2927 211 15204 76738 10385 4180 2419 3789 828 902 48 1207 3461 118 1556 1258
internal_value=0 -0.0203138 -0.0583087 0.00726324 -0.0870536 -0.213331 -0.0766066 0.152983 0.0813354 0.0122646 0.176722 0.361287 0.0118067 -0.0460011 -0.206892 -0.0194771 -0.0128101 0.0194353 0.0362472 -0.0462244 0.0482313 -0.0131819 0.1202 0.313179 0.585722 0.13644 0.18826 0.336902 0.372814 0.099959
internal_count=361931 164106 77813 197825 10113 4756 2610 1236 1165 5357 1025 726 187712 22181 3105 19076 18865 165531 101322 14565 86757 64209 5567 1778 876 10019 7600 2881 2763 4719
shrinkage=0.05


Tree=3686
num_leaves=31
num_cat=0
split_feature=545 959 1094 785 852 717 921 791 21 1469 269 1454 953 896 723 930 917 1464 568 282 917 3 911 81 1466 269 355 629 497 802
split_gain=26.1904 24.2781 24.6303 23.3546 24.355 33.8607 27.7644 30.7234 25.629 32.0788 30.6576 30.3239 30.222 28.3554 25.0897 30.1449 25.021 24.5803 23.6621 23.5141 24.6448 22.9473 21.6511 21.5185 21.5138 21.0621 23.3185 20.6944 20.6399 20.6087
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.86283290253235112 1.0747610123934368 0.47434941765559457 1.0525743831388839 1.0000000180025095e-35 -0.13431221002227373 -1.1256941366283033 -0.36806838854686125 2.0210792552568502 0.67505964681462227 -0.36124603107481074 -1.0570063487222232 1.0000000180025095e-35 -0.59841769849921422 1.8829436135215958 0.95996774647840766 -0.45269522538573415 4.3127385003387806 -1.5617648451541961 -0.052420205718267512 -0.96309312512237477 2.5621452872994568 0.54710797854737014 1.5158831967502371 1.5337251555818538 0.81011046437693979 2.3997028388336878
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 8 18 7 23 9 21 -11 12 29 16 15 27 -10 -13 22 -16 -21 -5 -6 -7 -4 -17 -27 -15 -18 -12
right_child=1 3 24 4 5 6 -8 -9 13 10 11 17 -14 14 19 25 28 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.3487626670732652e-05 1.8318159806223037e-05 6.4772176097204617e-05 -0.00013246836301440473 -0.00030751529043213219 1.2913820365221362e-05 -0.00044488888475982899 0.00027944158192635163 0.0002326357999137499 7.4566273220342717e-05 -8.4526105667754261e-05 1.5550962894903611e-05 -0.00039561283417379665 0.00014119001548053834 0.00026503220146455175 -2.9846995784862745e-05 -0.00026315668212354072 -5.7832887459763118e-05 0.00023793441980181411 0.00018756178502659732 -0.00013650451976823956 0.0014520236043751044 0.00014421100473888758 -0.00019783960233257108 2.4605971944833037e-05 0.00024045306554404359 3.4500560829614539e-06 0.00093158597054026021 -0.00050472654166021434 6.6459757160308039e-05 -0.00028333238956720956
leaf_count=94059 13044 24714 23741 587 5167 587 3472 3379 13888 20408 31858 1437 8969 2445 17828 1655 30664 318 1830 27827 44 9684 4352 7787 765 2116 116 167 7127 1896
internal_value=0 -0.00538966 -0.0674548 0.00218514 -0.00575826 0.0551977 0.118384 0.0692516 -0.0155191 0.016939 -0.00376276 0.0270265 0.0389134 -0.0378975 -0.0754316 0.0475324 -0.00172498 -0.263101 -0.0396497 -0.0953389 -0.136414 0.124554 -0.0850009 -0.000563897 -0.11836 -0.0732827 0.0545568 0.222243 -0.0319712 0.00487026
internal_count=361931 267872 37550 230322 205608 26574 15225 11753 179034 75157 64886 44478 42723 103877 52198 6499 51679 1755 11349 45699 27871 10271 9519 8374 24506 3887 2232 2612 37791 33754
shrinkage=0.000980392


Tree=3687
num_leaves=31
num_cat=0
split_feature=785 332 395 540 1450 1450 162 617 789 1079 932 284 841 567 296 1464 58 772 283 702 65 960 416 282 911 1035 12 353 1424 471
split_gain=27.2633 20.8409 46.4769 29.7472 30.572 24.7264 23.9131 24.2024 23.7963 24.6034 35.875 22.8819 22.3673 24.218 21.7434 24.7941 21.341 19.9525 19.5845 19.4122 19.3086 19.2334 20.1889 19.2027 19.5508 19.1281 20.5684 19.3369 19.3811 18.9989
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 -0.35262914890079794 2.2492318380171201 1.0000000180025095e-35 1.6614250791469047 1.1248358748350926 1.9634214862007473 1.0405860362224371 -1.1631910478487446 1.0273092496903724 1.7811711699895054 0.30327897278366861 0.2291445000830519 0.73855698839655315 1.2638876940090984 3.2009538167291431 -0.48107633775118469 0.77605621623814935 1.0000000180025095e-35 -1.2405683649852424 2.3623678445702434 2.309006585848373 0.08796403443343255 -0.43452569507242556 -0.45545009946731935 0.78977704753698397 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 8 14 25 -2 21 9 12 11 -11 13 -3 15 -5 -17 29 -10 -15 -14 -8 -23 24 -4 26 -6 -27 -29 -13
right_child=1 3 23 4 5 -7 7 -9 18 10 -12 17 20 19 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=4.6284583142143005e-05 -0.0001737077442676126 -9.4616413967593887e-06 -1.3721510961860387e-05 -0.00013725147271711227 -0.00011132152516976865 -0.00021635787304537821 -7.9429890529347829e-05 -0.00027544239338195856 -8.7453383773060454e-05 -0.0004217603028652487 0.00053878867465098677 -8.5433080832642548e-05 -4.8635373668003682e-05 -4.6544145492608264e-05 0.00013756102577528872 1.2939447726316152e-05 0.00049582885986193515 0.000533136414188327 0.00083713529831221133 0.00027337973370023877 -0.0002246404771125856 -0.00042408032910568402 9.1742981988706228e-05 -0.00025221626930013052 0.00020049256189395579 2.1356424891272214e-05 0.00014452794451972467 0.00023495311760758536 0.00058091177180518349 0.00019780294372003963
leaf_count=29559 29081 99892 78658 6138 1840 778 28387 6656 25831 474 798 2112 13095 1404 2780 1989 424 388 109 2300 4569 934 8191 1838 2017 1305 4448 3211 741 1984
internal_value=0 -0.0232683 -0.0459757 -0.00780457 0.0584732 0.127938 -0.104589 -0.0665388 -0.0205166 -0.00803435 0.127815 0.0605813 -0.0153335 -0.00253667 -0.0189822 -0.0697907 0.103596 0.103308 -0.0848677 0.166954 -0.0895625 -0.0466661 0.0610401 -0.0129976 -0.00788844 0.151615 0.0747975 0.240386 0.308363 0.0581844
internal_count=361931 332372 155762 176610 23654 12323 73249 44168 152956 127016 5756 4958 121260 103596 11331 8551 2413 4484 25940 3704 17664 37512 9125 82513 80675 11545 6288 5257 3952 4096
shrinkage=0.000980392


Tree=3688
num_leaves=31
num_cat=0
split_feature=888 1028 407 21 1469 557 1354 1449 852 472 557 1453 1453 1458 1466 1040 1458 1457 639 1467 1087 767 1455 641 832 751 1435 1463 1356 747
split_gain=19.9275 20.0947 25.6989 20.8657 31.367 31.6681 25.8131 24.4588 27.9333 27.4526 23.7757 23.2063 29.6025 30.8899 29.3122 28.6292 25.3317 24.7861 24.2346 22.4314 22.2765 24.4407 23.2489 24.5351 22.1034 21.6962 20.3938 19.9128 19.8263 38.6301
threshold=1.0000000180025095e-35 -0.96688480048775205 -1.2965003005540392 -0.13431221002227373 -1.2201123333327371 -0.52645238161596575 2.2838735449754539 1.1079199123424177 -0.22706799479215015 1.3745030404662117 0.31217104191515732 -0.20662850366848182 0.090414289886247015 -0.67567940349836197 -0.34354569973795063 -0.39981415030540174 -0.5662237760173453 0.31419197391419401 0.26205683528658857 0.17313111249397309 1.0000000180025095e-35 0.83310892199939712 0.64338500466609516 -0.48979199135365853 0.68779534014693511 1.3125698612407326 1.0000000180025095e-35 1.3753271246929319 -0.50019127212278292 2.2668746584208797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 11 8 -5 20 -9 18 14 26 15 -13 25 -17 -7 27 21 24 23 -23 28 -15 -14 -18 -10 -30
right_child=-2 2 3 7 5 6 -8 10 9 -11 -12 12 13 16 -16 17 19 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.2257786811876244e-05 -6.5928626101592822e-05 -6.7140513732777372e-05 0.00015884375983697352 -6.957522236429741e-05 -5.9113837387145473e-05 5.6133118252570733e-05 -0.00020251940015451189 0.00015688617427009655 -1.4654011143887658e-05 -0.00011785661364692279 -4.3031171990669131e-05 -2.7513569289561261e-05 9.0903173458382837e-05 -0.00059570929639557305 8.3396110417697608e-05 0.00060196798114216514 -5.7569414199985119e-05 -0.00037250695341570277 -8.5351634164236792e-05 0.00018952296567668531 -7.1486070311204748e-05 2.2391567225743812e-05 0.00013441866351090561 -0.00021101300556538251 0.00023383199328289679 0.0010424125251484232 0.00042638653598861824 0.00031857757874357852 0.0001036621747130479 -0.00024631412156582644
leaf_count=85712 46198 30233 7668 36483 19687 20809 2548 7078 16233 8689 4160 578 1722 543 2367 1834 7611 155 8325 2981 10792 3349 2072 4454 3041 49 1501 666 22851 1542
internal_value=0 -0.00895904 0.00106389 0.00920427 0.037607 0.0216553 0.0492394 -0.00887393 -0.0192982 0.00487541 0.0856158 0.058867 0.116654 0.0690002 0.267542 0.430103 0.0157151 0.549673 0.0191104 0.0371774 0.0192798 0.0369646 -0.0567079 -0.110237 0.0597249 -0.470011 0.254284 -0.024558 0.0463198 0.0840382
internal_count=361931 315733 230021 199788 79044 71376 51689 120744 109506 73023 11238 49141 20007 15073 4934 2567 11850 1989 29134 11258 64334 53542 9875 7803 43667 592 3223 8277 40626 24393
shrinkage=0.000980392


Tree=3689
num_leaves=31
num_cat=0
split_feature=267 395 21 557 280 487 1362 1449 834 695 496 26 169 558 1000 655 358 1257 493 10 768 1191 1272 142 509 14 837 707 493 417
split_gain=12.1039 15.5903 15.376 14.7495 23.3239 18.5733 18.6976 18.1724 17.4929 18.997 17.4656 24.7812 17.3047 17.1289 19.2043 18.7446 17.1709 16.5369 16.435 16.4049 18.1231 17.923 17.6256 16.5674 23.4344 17.9815 16.6608 19.1577 16.0527 15.4495
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.189441983669046 -0.27208319154017496 -0.77089159925350281 -0.84293888101401304 1.0087403405179345 -0.52348104485600955 2.4862388063510124 0.70386443149674693 -0.0920851434701042 0.59821210619061327 1.8957240223122926 -0.056439461936506598 1.0000000180025095e-35 1.0000000180025095e-35 0.51192518864053549 1.0156942222321301 -1.5259867751178471 0.40463005756866627 -0.22349442171896466 -0.93175966142138666 1.0000000180025095e-35 1.4967803678055092 1.843167644322927 -0.33901549816746251 -0.40517202449496431 -0.48976104620401006 0.93731063043439999 -0.27430295872155946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 7 6 8 10 9 -3 11 12 -5 -9 15 16 -15 -8 -6 20 22 28 -20 -22 25 -25 -27 -28 -21 -19
right_child=1 3 -4 4 18 -7 17 13 -10 -11 -12 -13 -14 14 -16 -17 -18 29 19 21 23 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=4.7686474969691801e-06 -0.0067224698749680711 0.012578094157381002 0.0046593697954401348 -0.030749346447366589 0.048598062003990312 -0.006251540084936196 -0.030627447004744873 -0.0062402806674928483 0.079124845807244604 -0.021443906842864426 0.04350145057412471 0.055975634637597749 0.0620238519969048 0.076081236134364946 -0.0016404849879942769 0.0059539266017738738 0.0079738801846830458 0.11074081197422794 0.001731245128466856 0.044972538764849114 -0.0066356147551220592 -0.011357134100889611 0.019399380071842262 -0.028612429943991682 0.1445145441131408 0.07410821739053243 0.057233876123952726 -0.029851024905959991 -0.052625736524998995 -0.021524389629123213
leaf_count=316545 20082 1765 1904 189 103 9243 428 770 47 284 378 91 26 152 342 185 72 23 2008 128 3022 2589 1140 121 24 71 43 99 30 27
internal_value=0 -0.045306 -0.10489 -0.0052532 0.0531301 -0.0699203 0.111902 0.264157 0.196703 0.16257 0.567747 0.136243 -0.320656 0.120714 0.366891 0.706422 1.12353 -0.399502 -0.000704449 -0.0110341 0.0513335 -0.173544 0.174737 -0.0742224 0.414326 0.261646 0.630941 0.147291 0.571374 0.866261
internal_count=361931 45386 21986 23400 11583 11817 2574 2205 2096 2049 684 306 215 1521 751 409 224 478 9378 9275 6528 2747 3148 3380 358 334 213 142 158 50
shrinkage=0.05


Tree=3690
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 678 678 1218 533 1376 1467 689 1458 498 650 1249 692 777 1228 221 588 575 771 355 1452 1470 1459 759 554
split_gain=23.2617 17.2982 26.6524 28.485 45.9928 43.7615 26.5207 26.164 26.9156 22.9652 22.8333 26.8683 22.5578 22.2919 22.2261 22.0648 21.9709 21.7451 21.075 20.8381 20.5502 20.4745 23.4757 20.2212 20.1121 19.9746 36.3849 25.9704 22.835 22.6577
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 0.34708990927187483 3.9048232315577729 1.0000000180025095e-35 1.0000000180025095e-35 0.027744735654897854 -1.1110989058077336 1.8992776531617575 -0.45889317716256084 1.6923072129381651 1.8362446977621718 1.5158612506186986 0.41267278538737451 0.9948761292206888 -0.061169154604351648 0.71188872395471614 1.0000000180025095e-35 -0.86753504598942988 -0.50391836007684632 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 7 6 -6 -5 8 9 13 11 -9 14 18 -11 25 -17 -16 -4 -14 -13 22 -3 -21 -23 -2 28 -28 29 -27
right_child=1 21 3 4 5 -7 -8 10 -10 12 -12 20 19 -15 17 16 -18 -19 -20 23 -22 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=4.5322914314824282e-05 -2.0430545158138642e-05 -8.4542276576353946e-05 -8.8442856191164019e-05 -0.00021877960538623461 0.00031005101606223232 -0.00054447419550535581 5.8599767371310103e-05 -2.1241238443177091e-05 0.00035120368137082838 0.00018349927160725738 -7.0523705966876594e-05 7.6013548537826637e-06 -3.9808859990660806e-05 0.00011123924255910034 -5.4029589371597547e-05 0.00017421041667940883 -0.00041396837590914199 0.00036390289833979691 -0.00020796105726358344 -0.00034213832191114094 0.00014948615510812551 -1.1934149265240757e-05 7.2237051332623868e-05 -9.8126080462761225e-05 0.0002746152632046069 -7.3011167752345526e-05 0.00052350723161274731 -3.9200415295209271e-05 0.00020253073403386147 0.00033568484938898964
leaf_count=29559 41258 7439 51227 2881 3683 279 4547 35199 651 4234 25094 9901 66686 2629 7126 5803 422 633 16310 2683 8919 1706 9681 8989 2692 6762 1277 531 2508 622
internal_value=0 -0.018995 -0.0240461 -0.0354785 0.0715029 0.254085 -0.0355779 -0.0416815 -0.0614514 -0.0639902 -0.00906215 0.0146584 -0.0412884 -0.104278 0.0494045 0.0188334 0.145985 -0.0194679 -0.11559 -0.0567759 0.0811976 0.0389431 0.0051401 -0.150717 0.16673 0.0036704 0.083374 0.366596 0.0299523 -0.0339485
internal_count=361931 332372 310854 251671 11390 3962 7428 240281 161168 160517 79113 54019 90351 70166 11993 59183 6225 7759 67537 78358 18820 21518 17120 11672 4398 52958 11700 1808 9892 7384
shrinkage=0.000980392


Tree=3691
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 678 678 1218 1376 1467 533 689 1458 650 1249 498 692 156 645 1228 768 355 1389 221 588 575 703 1288 1252
split_gain=21.873 18.2293 24.4219 30.9985 46.6243 43.638 28.1293 27.8618 27.2405 23.9319 27.081 23.4885 23.2724 23.1708 22.6607 22.3101 21.8205 21.7052 21.363 21.3362 21.0177 20.901 21.3336 22.8447 20.6771 20.5645 24.1508 20.5636 21.2306 24.9166
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 1.0000000180025095e-35 3.9048232315577729 1.0000000180025095e-35 0.027744735654897854 1.0000000180025095e-35 -1.1110989058077336 1.8992776531617575 1.6923072129381651 1.8362446977621718 -0.45889317716256084 1.5158612506186986 0.41752742923255598 1.0999280683389623 0.9948761292206888 1.3583939354643351 -0.1814666702951391 2.6801102153821232 -0.061169154604351648 0.71188872395471614 1.0000000180025095e-35 1.2180540057381479 1.0000000180025095e-35 0.62301369624368996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 6 7 -6 8 -5 11 10 -8 13 16 18 19 -16 -13 -18 -4 21 -14 22 -2 -24 -12 26 -3 28 29 -23
right_child=1 25 3 4 5 -7 9 -9 -10 -11 24 12 20 -15 15 -17 17 -19 -20 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.3059366790236071e-05 4.7578219066856571e-05 -8.4624749600628634e-05 -9.1426180668600348e-05 -0.00021933376876391428 0.00031537368427458939 -0.00053684643882687122 -1.9844219256009356e-05 6.4717036218264496e-05 0.00035241094647895288 -7.0944957518402787e-05 9.1570077371405238e-06 0.00018279734433974043 -4.0621187077469418e-05 0.00011397480137147214 0.00017371296485271421 -0.00041797740145308788 -5.2642519742655478e-05 0.00036462869346354357 -0.00021667627782508015 0.00010290304435419031 -0.00014893264792331738 -0.00018743221772560313 -6.8127373028712893e-05 0.00050435585982124464 0.00015137713349800642 0.00016477333550487765 7.4232073648519822e-05 0.00027062369643687329 -0.00037343132125320478 0.00030370792221300378
leaf_count=29559 20068 7439 52456 2881 3683 279 35199 4547 651 25094 9901 4234 66686 2629 5803 422 7126 633 15081 7761 11672 2289 18663 335 8919 4398 9681 510 2554 778
internal_value=0 -0.0192895 -0.0244693 -0.0354049 0.0760891 0.259671 -0.0418694 -0.0316624 -0.0623403 -0.00806697 0.0162082 -0.064891 -0.0419455 -0.105567 0.0165208 0.145245 0.0501045 -0.0181084 -0.117076 0.00117825 -0.0576587 -0.0188747 -0.000634634 -0.0580453 0.0829593 0.040126 0.00628593 -0.152242 -0.198691 -0.0737478
internal_count=361931 332372 310854 251671 11390 3962 240281 7428 161168 79113 54019 160517 90351 70166 59183 6225 11993 7759 67537 52958 78358 45197 39066 18998 18820 21518 17120 6131 5621 3067
shrinkage=0.000980392


Tree=3692
num_leaves=31
num_cat=0
split_feature=470 602 532 1467 797 549 332 966 292 396 54 192 1463 7 1469 1469 21 945 11 52 1465 419 1186 216 1464 1454 1449 1454 559 264
split_gain=12.1691 21.1115 18.2203 21.1031 18.996 20.2463 18.0978 17.9834 26.0141 17.6326 18.0723 17.5962 18.9664 20.5701 18.3502 20.7043 17.589 16.7699 18.6506 16.3821 26.6422 17.4967 16.6825 16.5377 16.3244 20.2863 21.5884 21.4527 22.9712 21.2177
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4788072840855835 2.2664977771003176 0.97285149479526156 1.0000000180025095e-35 0.43711941729240739 -0.46521323950614962 -0.65020177052412809 -0.42445565733332025 2.8552794598869204 0.86054784576273324 -0.96970842208055863 -0.30740309852321129 -0.18544626111331777 2.3240884354044633 1.9181452473571214 2.7855596054429781 1.0000000180025095e-35 2.0147527329400829 1.1715109055477333 -1.0239860653002546 0.78099741929233446 1.5993600128483978 0.67485211051868899 2.2529671283962887 2.6579444067051354 1.3967903868193867 3.0032700312607088
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -7 -9 -4 -11 12 16 -14 -15 -16 19 -3 -19 20 21 -5 -23 -24 25 -2 29 -28 -29 -27
right_child=24 17 9 11 5 7 -8 8 -10 10 -12 -13 13 14 15 -17 -18 18 -20 -21 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.0024529375842415693 0.00062073807616622352 0.0003665470510616915 -0.00072951910519015333 0.0071783919097922824 -0.021414858212386118 -0.0093566427599984514 0.0064600203668170528 0.1456392223679423 0.017789977113802449 -0.013908445220087615 -0.0048043369496829176 0.058119320042866678 -0.026177463210549791 0.02294766449356193 0.19289837176809899 0.048669299375688715 -0.074040400238696041 -0.0085145826090628606 0.083140700722967253 -0.020702288282022484 -0.042927564979958692 0.1427274511666006 0.046454662254210299 -0.069843818424221923 0.0042023694864071941 -0.0031891164102265143 0.01125537170444316 -0.015329305622839485 0.041150473414095654 -0.030834761849743791
leaf_count=37899 149050 85656 9236 1206 2221 423 3615 39 175 10250 13724 79 106 591 20 67 44 4218 34 541 223 20 163 29 11753 27251 2159 744 84 311
internal_value=0 -0.0209896 -0.0572997 -0.0264302 -0.0421522 -0.285561 -0.0293512 0.180115 0.865366 -0.116332 -0.166812 0.178017 0.139888 0.442097 0.591871 1.71311 0.000838296 0.000851126 -0.154843 0.0392424 0.159189 0.269061 0.917412 0.670461 0.00689391 0.00132373 -0.0503051 0.11835 -0.178493 -0.0707373
internal_count=361931 170579 80671 47461 44372 2858 41514 637 214 33210 23974 3089 3010 784 678 87 2226 89908 4252 2182 1641 1418 212 192 191352 179599 30549 2987 828 27562
shrinkage=0.05


Tree=3693
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 126 1452 1470 1182 704 1022 140 1469 701 785 996 1071 912 395 831 495 879 339 1465 146 768 759 773 1463
split_gain=24.4533 19.7489 25.1412 29.9264 28.1912 45.2596 23.6041 23.1447 40.0233 23.3494 28.8656 23.0873 24.4591 22.5192 21.8135 23.6713 22.8567 27.1243 21.683 22.3036 22.6733 22.6472 21.558 21.5136 25.2321 21.3028 21.7802 21.1808 21.1735 21.0625
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.4926003403048807 0.84122639276026845 -0.58508475642836089 -1.3107275758329808 2.6552641023399333 -0.38614692990375338 1.6911153983873026 -1.077677565945242 0.58460966528228819 1.0565563832172893 0.69084194168817237 2.0688630952352867 0.66415532897360485 -0.28565029843383832 0.86659163105887627 -0.65854580630962423 -0.63586223425159905 1.4270952891077759 -0.06749814115398188 0.12803632432176856 0.46683225090780039 2.3177480690941854 -0.035613161133696981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 6 -6 11 23 13 10 -10 18 -13 27 -3 16 17 -16 19 21 -21 29 28 24 -2 -25 -27 -9 -18 -4
right_child=1 14 3 -5 5 -7 -8 8 9 -11 -12 12 -14 -15 15 -17 22 -19 -20 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=4.5481415365832191e-05 7.062607521957136e-05 -0.00015483387011531454 -0.00011876379725173314 -7.6117394169190007e-05 -2.6181875616876276e-06 0.00022490243674318236 -4.7454206221524354e-07 1.7059958460695637e-05 0.0012016985816480339 0.00072788391609633922 -0.0001386980276047309 0.00067096921810757269 5.6401776217039604e-06 -0.0007517100565269995 0.00010229144826566004 0.00019727553366900692 -0.00055234668251258887 -0.00014061806655388606 0.00015535819764963459 0.00011780293710806749 -5.402196393130348e-05 -0.00020251575914181628 1.7705609283550828e-05 -0.00011590103815170396 -0.00026310834045689457 7.6867352254177116e-05 -0.00010526251863412561 0.00023370503199359564 0.00031948216917956131 -1.1969357805888718e-05
leaf_count=29559 17261 2525 29620 85264 18652 5059 62084 9013 82 668 393 372 658 267 10244 4468 751 2365 2175 5068 14639 9916 1045 14320 1163 8105 5295 2616 120 18164
internal_value=0 -0.0204334 -0.0258284 -0.0369245 -0.0198244 0.051257 -0.0329267 0.0157886 0.0970991 0.48272 0.115172 -0.061393 0.253304 0.0583947 0.0414075 0.0644468 0.0237976 0.0566339 -0.0667819 -0.0739741 -0.0108819 -0.101229 -0.188283 -0.00904892 0.0501213 -0.0504659 0.0104197 0.0695935 -0.425708 -0.0774924
internal_count=361931 332372 310854 251671 166407 23711 142696 59183 13039 1143 475 80612 1030 11896 21518 18993 14525 12609 79582 77407 19707 57700 1916 46144 18424 27720 13400 11629 871 47784
shrinkage=0.000980392


Tree=3694
num_leaves=31
num_cat=0
split_feature=871 1045 1252 706 611 225 557 496 620 1346 293 1120 1317 432 697 529 837 637 212 1036 906 975 1040 832 570 632 1457 1109 416 1043
split_gain=12.2507 15.0918 23.0544 27.0564 19.5142 24.4598 19.0545 18.5486 27.7912 19.8656 18.4584 17.7994 17.5849 17.049 19.4976 19.2252 19.0104 17.2483 16.7091 17.2575 17.2646 22.4275 19.0678 19.9164 18.5631 16.8209 17.8162 16.6647 16.5482 21.8771
threshold=1.0000000180025095e-35 1.1725772473524609 1.2838364010054588 1.2053607556682431 0.77037178917660254 0.60113967074565366 2.5975192340023416 0.43331768383469577 -0.36275158613436381 -0.59050622591505875 2.4941488401605718 -1.2975465256930312 -1.1873587393460932 0.56563410195930608 3.0243080013461214 1.4795591430507427 -0.22695983514424653 2.5185634251976823 1.0722083486024223 3.3382871785932089 0.68488221594349652 1.2227235934991449 1.9068553435589595 1.014021568135677 -0.50751297183364408 -1.5079525468303878 -0.16317383343250411 -0.4191189236934319 0.71690745515404064 2.0850083585550929
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 4 6 -6 10 27 -9 -10 12 -12 -3 15 16 -2 17 18 19 20 -15 22 23 24 -22 26 -20 -7 -17 -30
right_child=1 2 -4 -5 5 7 -8 8 9 -11 11 -13 -14 14 -16 28 -18 -19 25 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=7.3445520029177325e-05 -0.00089430959657105626 -0.024426091645873702 0.018674346126558255 -0.024394209663073603 0.0083082424957316887 0.068535987609531168 -0.05739390354036409 -0.0063530199090885003 0.25200305731794681 0.096468539862759634 0.16887450687695393 0.027194611511231905 0.00186647157744935 -0.0069384427414345782 0.059764015941894469 -0.016761927223238746 -0.013171953985072688 0.05368984574957758 0.11849962424632361 0.027644556130237093 0.041921391274347637 -0.045298516920173261 0.089055566397851144 0.10747789025814791 -0.0076752047881511508 -0.032646821357849319 -0.027334081794374188 -0.013403532456018339 0.00042376328903907259 0.10952122314444575
leaf_count=290100 45419 659 1639 958 1217 97 125 37 21 35 20 71 4749 3454 85 3291 6890 82 32 350 203 154 63 33 410 609 31 150 918 29
internal_value=0 -0.0360569 0.0646422 0.00728181 0.0570673 0.340308 -0.0120181 1.05859 2.00973 2.98493 0.00890624 1.24407 -0.0100772 -0.0505211 -0.146649 -0.0309453 -0.156127 -0.0397423 -0.0609555 -0.00713175 -0.0554809 0.297829 0.464288 0.317022 0.194129 -0.494206 0.844153 0.547522 -0.226524 0.0965553
internal_count=361931 71831 9778 8139 7181 1557 5624 340 93 56 5499 91 5408 62053 12396 49657 12311 5421 5339 4667 4317 863 709 646 613 672 63 247 4238 947
shrinkage=0.05


Tree=3695
num_leaves=31
num_cat=0
split_feature=1454 1452 21 1455 1461 1462 1449 1460 1450 971 1468 1451 1464 1464 63 1384 1458 1469 21 1453 1453 21 1469 1449 1458 1458 1455 1464 1462 1449
split_gain=12.1492 23.6409 22.8888 45.0543 31.1894 29.6894 25.94 40.4244 29.9028 22.6989 22.6235 22.5351 22.1027 29.9593 23.1108 22.051 22.0161 21.1162 23.4962 23.5317 30.1703 24.8299 45.5549 51.5713 31.3428 67.8892 63.9338 53.9443 63.0807 50.8279
threshold=-0.2363894608792538 1.2756511722692228 -1.0798509198017876 0.93792226267099765 2.5032120688259147 0.25644420496290959 -0.46216742339022565 1.3228809068545828 0.27262452905359075 0.43967787551352105 2.8970362673674974 0.73539989607580092 1.8829436135215958 1.8259340132682664 -0.64169633322170971 -0.16697474006105575 2.3663559324507388 1.6911153983873026 1.189441983669046 3.5235182473523379 1.9142027959396961 2.3240884354044633 -0.23265535946553464 0.52358129808114695 -0.56293371576766138 -0.1846515288168421 0.46304910557563933 -0.15205433594669945 -0.054781204619491937 -0.351202439492452
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 5 15 8 -8 11 10 -3 -5 13 -1 -14 -2 -9 18 -4 20 21 24 -23 -24 -20 26 27 -26 -29 -27
right_child=2 9 17 6 -6 -7 7 16 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 25 29 -28 28 -30 -31
leaf_value=-0.00062037420701382007 0.0010504645407110164 -0.006820004924099299 -0.00037359889265655604 0.038534999218833826 0.028473782701485442 0.0062043002651064084 0.029693483911777403 -0.011500104226311959 -0.012404147759115445 -0.024343388765234033 0.03942260879770814 -0.034128813219135683 -0.034147918368376058 0.036007779063962665 -0.0049015729075478605 -0.013716035936099442 0.032514466985967681 -0.0082514731847799488 0.0127828213953295 -0.010716270826119251 0.017785460254622798 0.0038863678560892775 -0.035470263504914189 0.012122037044356455 -0.01474658609684649 0.019960610796422879 -0.029150167813932582 0.023530499296839091 -0.017925325290590304 0.0012868125645896654
leaf_count=183322 2826 3734 127079 287 441 5305 1905 578 889 1363 133 55 652 256 1649 3703 145 4243 4435 1281 1633 2326 1054 367 1841 2630 1414 1506 650 4229
internal_value=0 -0.01792 0.00950999 0.0968658 0.0173281 -0.011201 0.303417 0.421793 0.0160087 -0.192388 -0.090776 0.525083 -0.0137619 -0.0111072 -0.275353 -0.127764 -0.0132265 0.00132367 0.00566123 0.0683901 0.0852477 0.0613079 -0.100085 -0.428696 0.0972473 0.0407339 -0.152187 -0.0133209 0.223705 0.177103
internal_count=361931 191109 170822 16134 12275 11834 3859 2628 1231 5230 3867 342 185879 183578 2301 6529 723 154688 150445 23366 22085 20452 3747 1421 16705 12270 5411 3997 2156 6859
shrinkage=0.05


Tree=3696
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 497 498 1104 597 714 588 906 689 827 869 840 566 513 746 1241 1246 1452 843 909 497 697 696 407
split_gain=26.8032 21.0724 22.6873 27.6873 30.211 20.8496 46.2571 19.9425 26.0409 20.3146 19.0496 19.159 41.6062 34.8 29.2273 27.812 23.817 23.7999 25.6533 23.1234 31.8237 26.7847 22.0201 21.6209 21.5504 31.3784 21.4135 23.8744 21.1846 20.8676
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.13067971497466105 1.69116793757109 0.63515767152532354 3.1596628491584919 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 -0.36836247429892682 -0.57653763495970078 1.593014926627095 0.75597511057269628 1.0454229551509682 3.6288968102052546 -0.67919258870259713 1.9516735866435488 0.62995620057108082 1.3432257833730323 2.1724709440816965 0.6154197817996786 1.4714256445119207 -0.53099574388912829 -1.2965003005540392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 7 -5 6 -3 8 -4 -10 11 15 13 14 -13 23 22 18 26 29 -21 -22 -16 -2 -18 -26 27 -17 -20 -14
right_child=1 5 3 4 -6 -7 -8 -9 9 -11 -12 12 19 -15 16 17 24 -19 28 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.7421698214260008e-05 5.0954732170782004e-05 -5.1399223188149928e-05 -0.00031174887411545031 -0.00012589781159136901 0.00010006270786178955 -6.3699959527546734e-05 0.00039321685621558178 5.2638180443447524e-05 6.6241793582060612e-05 0.0014490210885556366 0.00022659352371045261 7.0314077827344915e-05 -0.0002253108963389664 -9.9741432719885226e-05 6.6676972301770492e-05 9.2831724508231573e-05 -7.4206498425702567e-05 -0.00021748851745875242 0.00019129016306842207 0.0004134303424859277 -0.0016937316812268076 -5.0533155523384693e-06 -0.00038310013556466463 0.00025361617283720372 -5.5670692639903708e-06 0.00039280454990862522 -9.1098924261921502e-05 -0.00014637301767593032 -0.00016039249689153037 9.4634246081506032e-05
leaf_count=29559 12487 4821 2623 3371 21461 93730 1384 1899 198 53 1237 13885 1246 45987 12227 18571 56931 2775 857 1536 55 142 626 2968 9502 930 5489 2786 6809 5786
internal_value=0 -0.0215488 -0.0106956 0.0454514 0.073638 -0.0543173 0.0783985 -0.11311 -0.240976 0.397916 -0.0197739 -0.0217555 -0.0352327 -0.0459547 -0.0219052 0.0156408 -0.0391276 -0.0191574 -0.00238445 0.103635 0.319008 -0.457368 0.0485561 0.0950048 -0.0568695 0.0330532 0.0319559 0.066359 -0.11792 0.0500299
internal_count=361931 332372 232437 29605 24832 99935 6205 4773 2874 251 202832 201595 148853 140088 94101 52742 80216 37287 34512 8765 1733 197 12853 15455 67363 10432 26846 21357 7666 7032
shrinkage=0.000980392


Tree=3697
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 647 590 211 693 1397 5 221 779 1449 621 755 982 759 714 588 906 689 827 513 746 1241 869 840 566
split_gain=28.8559 20.0637 22.6533 28.076 24.0167 24.1103 21.1232 47.2219 21.1055 20.402 22.0173 20.3979 19.9696 19.8793 22.8347 20.0586 20.3389 20.5572 19.9016 19.8023 41.9343 34.8067 27.3647 25.9155 24.6692 32.2688 26.9783 24.4833 23.6437 25.0734
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.87782724458594241 0.58895901036483078 -0.62944366619299574 -0.78652982607854283 -0.094237930796279443 -1.0821368227570305 -0.0046931964246789259 -0.37927031053793997 -0.58632960250228139 0.15756737096759915 0.58583312291556033 -0.16688862866646997 -0.38185557403879594 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 -0.36836247429892682 1.0454229551509682 3.6288968102052546 -0.67919258870259713 -0.57653763495970078 1.593014926627095 0.75597511057269628
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 4 5 -4 7 -3 -6 -5 -11 -10 -12 -7 18 16 -16 -18 -15 23 21 22 -21 -2 -22 -26 -27 -24 29 -25
right_child=1 6 3 9 8 13 -8 -9 11 10 12 -13 -14 14 15 -17 17 -19 -20 20 24 -23 27 28 25 26 -28 -29 -30 -31
leaf_value=4.8829181581212885e-05 9.1398408519419093e-05 -5.2147901829402084e-05 -5.1017765517500982e-05 -0.00039108592866629946 6.4526589912760845e-06 -8.793378917934246e-06 -6.4120844374371261e-05 0.00039699622969941427 -0.00033987977737742775 0.0001122493123462333 -0.00049008085966264386 0.00029872425868152227 2.1007339048265687e-05 5.802339149881941e-05 0.000307854390683579 -0.00010066535995099028 0.00018798174002606982 -0.00069515242084118307 0.00055509753388319628 6.7264402265783318e-05 4.7893419704663084e-05 -9.9193715534349135e-05 4.9257065533720492e-05 3.3089967120749723e-05 0.00041943760006631363 -0.0016977238543839917 -3.0767381646255695e-06 -5.4953987502756833e-05 -0.00021366056262497771 -0.00011165812250377085
leaf_count=29559 15485 4821 8900 1406 2043 3858 93730 1384 281 2147 1014 3872 831 522 1812 1389 297 234 999 13971 7061 46178 12965 26986 1548 55 142 67947 2789 7705
internal_value=0 -0.0227309 -0.0121442 0.0439388 0.0716105 0.0314373 -0.0546849 0.0788356 0.184341 -0.11971 -0.038221 0.269554 -0.245921 0.10531 0.189174 0.0996238 0.217325 -0.177675 0.402323 -0.021211 -0.03483 -0.0455227 -0.021652 0.0167036 0.104165 0.325442 -0.456494 -0.0381867 -0.016712 -5.57283e-05
internal_count=361931 332372 232437 29605 24207 18011 99935 6205 6196 5398 3992 4153 1845 9111 5253 3732 2343 531 1521 202832 149867 141061 94883 52965 8806 1745 197 80912 37480 34691
shrinkage=0.000980392


Tree=3698
num_leaves=31
num_cat=0
split_feature=785 1238 522 710 831 917 143 478 1470 1181 602 518 791 1463 766 1279 967 465 728 1109 499 622 909 1453 155 567 1168 507 420 1391
split_gain=34.6261 25.1895 23.4683 23.6486 22.344 21.5129 21.2396 24.5786 25.3748 23.6113 22.496 27.683 28.3437 24.6003 26.2865 22.8397 22.1957 21.645 21.2093 20.7175 20.5333 20.4831 20.2247 19.3215 18.734 18.6619 19.8653 19.0281 18.9657 18.7439
threshold=-0.86283290253235112 -0.6968354641114346 -0.71745339412579689 0.34814269194991226 2.7409957238946445 -0.65713348567575725 -0.72319605263816955 1.8167082398441956 0.86093751738940238 1.5691030374452992 2.6455866734826223 1.0000000180025095e-35 1.0000000180025095e-35 0.71651231327455223 0.51203552247168993 -0.78006866001450248 0.083619399866045191 1.9954934202554446 -0.49008176997875957 -1.421485432159393 0.3475617514026495 1.3420463683832715 1.8548472908116371 1.3134811796837444 1.9582916145233844 1.6865844733297715 3.1267364701801501 -1.0861700333034265 0.76841474425082401 1.165773440211429
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 6 5 4 25 23 7 8 9 -2 11 16 22 14 21 -16 -8 -9 -1 -7 -21 -12 -13 -3 -25 -4 27 29 -29 -27
right_child=1 2 3 -5 -6 19 10 17 -10 -11 13 12 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.00011999600915261181 -3.999768330158923e-05 5.0363961844850409e-05 -9.1784541473965831e-05 -8.2894772456897715e-06 0.00032135098526893488 -0.00031864429645541781 7.2845074754153557e-06 -0.00034496260501446532 -0.00018902420845118859 0.00016729061575875253 -0.00043035072409258214 3.354518614838241e-06 0.00012485456991689399 0.00019510814211363734 0.00084765652723607459 -0.00010452493904476646 -9.2522565672296256e-05 0.00095376915781484012 7.1647368383868197e-05 7.7174408027514669e-06 -0.00013441463639541032 0.00044988806841025062 0.0001936307893380445 0.0004327539254149901 -0.00063993612343273378 0.00027118098018366881 -0.00061360797886752692 7.1871481492270957e-05 -0.00030251016366488148 0.0013924480309637744
leaf_count=3396 18020 11694 100188 36790 700 1589 36900 2533 5069 3009 1845 34743 15421 590 135 427 16901 82 26163 28574 7022 120 2550 970 93 633 434 4410 848 82
internal_value=0 -0.0259913 -0.0451953 -0.0620302 -0.0812291 -0.00139749 -0.00398485 -0.0608508 -0.0420525 -0.00794548 0.00946236 0.0151624 0.0492631 -0.166228 -0.261644 0.128552 -0.0221488 -0.30699 0.0532215 -0.0308121 -0.0200117 -0.38201 0.0173338 0.0813613 0.359376 -0.0844567 0.0368134 0.0622213 0.0147214 0.414778
internal_count=361931 332372 194027 144085 107295 49942 138345 28713 26098 21029 109632 106515 52714 3117 2527 562 53801 2615 29559 37185 35596 1965 37293 12757 1063 106595 6407 5973 5258 715
shrinkage=0.000980392


Tree=3699
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1022 1016 346 1249 1040 759 570 1421 678 677 834 785 353 859 771 730 783 934 514 603 660 521 639
split_gain=29.7114 23.8435 26.1725 25.09 22.1068 21.8942 50.2479 20.2842 20.4473 21.273 21.475 26.1552 19.5185 19.1226 19.6538 19.076 20.0257 19.0221 19 19.9944 18.9748 19.309 18.5903 25.5179 23.7259 21.908 20.1198 21.072 18.5875 18.5266
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 -0.4998781572545779 1.0107116206971127 6.0948733974029876 1.0000000180025095e-35 2.0780443506202029 2.9970139449733542 2.5458802938288509 -0.98545034728205338 1.1328087716545792 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 1.0000000180025095e-35 0.089392437450782083
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 22 -5 6 -3 8 9 10 11 17 15 14 -7 16 -13 -2 -9 -20 -6 -22 23 25 26 -4 27 -24 -18 -26
right_child=1 5 3 4 20 13 -8 18 -10 -11 -12 12 -14 -15 -16 -17 28 -19 19 -21 21 -23 24 -25 29 -27 -28 -29 -30 -31
leaf_value=4.9371798121002297e-05 -0.00033353544728719338 -5.6924864455732629e-05 3.8190415039523595e-05 -0.0001096249379641326 0.00047063016904081865 -3.6878042611518145e-07 0.00040644854295743835 -1.0237030491986003e-05 -2.3243041451461479e-05 -0.0001923888693120212 -0.00020432078941149103 -6.4275265911915077e-05 0.00073647194443159862 -9.4858423082624902e-05 -0.00023313147239499094 0.00080113611891116177 -1.0626101973287615e-05 0.00089489172551945732 0.00011489377361453157 0.0012276145915869154 0.00017557391763728619 -0.0004011898885296318 0.00015839309877425681 -6.5702635407215276e-05 5.3550485397646184e-05 0.00037457010734757995 3.6386841578472354e-06 0.0005060051701206126 0.00029459466683616589 -0.00029115917388325522
leaf_count=29559 2747 4821 6880 1294 993 29264 1384 98491 45923 14802 6707 13021 210 61493 2973 102 2155 95 4444 66 5040 268 2134 17685 2627 1041 1982 1097 1528 1105
internal_value=0 -0.0232083 -0.011667 0.0373841 0.147424 -0.0580081 0.0778661 -0.0236357 -0.0526951 -0.101745 -0.0596009 -0.0205368 0.0125488 -0.0689066 -0.0187394 0.00241237 -0.00669223 -0.290698 -0.00415765 0.136763 0.198331 0.150226 0.011309 -0.0196219 0.0963298 0.0842499 0.18891 0.285766 0.127068 -0.0395708
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 41367 26565 19858 17016 93730 32237 16806 16704 2842 103001 4510 6301 5308 34551 25606 8945 7921 5213 3231 3683 3732
shrinkage=0.000980392


Tree=3700
num_leaves=31
num_cat=0
split_feature=785 804 665 153 1250 500 1208 783 296 1459 718 968 1122 1313 1465 1322 1470 737 695 702 967 865 485 211 142 1053 1394 677 713 507
split_gain=12.94 13.3977 25.0614 17.0647 17.441 17.126 16.6642 16.5639 16.0844 15.9443 16.9799 16.1094 15.6889 19.1758 15.6602 16.4445 15.1345 18.727 16.6974 17.8648 15.114 17.5291 16.2546 14.9574 17.8559 17.0652 16.5418 14.8361 25.0506 28.7494
threshold=-0.86283290253235112 2.2521318533151415 1.0000000180025095e-35 1.4389653715710791 0.36191071970264627 0.31694353726139524 -0.58549455832257313 0.2400496438953339 -1.251299761249842 0.015014468430795973 -0.49030554980422836 1.1993462812674249 -0.434620671020783 1.7385004152633556 0.54043294952030163 1.1809282593887065 0.58103954765570087 0.52953867530939236 -0.38038480396052649 -0.83437468354247191 1.1511682622985386 0.34189790550582932 -0.71845732221024805 0.61681769396677144 -0.067552883395233895 -0.6743012093679136 -0.22914714151947926 1.0000000180025095e-35 1.0000000180025095e-35 1.0941628986121894
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 27 9 7 5 6 -5 20 -9 11 12 -3 14 -14 15 -11 -10 18 -18 -20 21 -4 -23 -12 25 -25 -27 28 29 -2
right_child=1 2 3 4 -6 -7 -8 8 16 10 23 -13 13 -15 -16 -17 17 -19 19 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0019664077129292359 4.6064736078196399e-05 -0.011344283740010685 -0.00084415478156864157 0.01351644128904288 0.01345033077699668 0.01870446771374561 -0.061729416149922917 -0.045753311175605986 0.018981941988829954 0.011735622398033756 0.015688195573939315 0.0098272144406933975 -0.037441403840811821 0.069191021168678979 -0.03775593044505595 0.11319537921725667 -0.030830235928867342 0.039422304444770934 -0.077456211641792894 0.010028552145130945 -0.032450388591300929 -0.05093851027340153 0.030237034247612728 0.085525239989548529 -0.042840173873842403 0.052896104368646592 -0.051240518322865206 3.0710243982471788e-05 -0.0024521919711474032 0.011308421324435993
leaf_count=29559 22285 2614 1558 43 170 62 161 56 2417 203 1086 494 322 24 73 20 198 127 32 503 150 35 339 25 132 26 46 171702 124249 3220
internal_value=0 -0.00951308 0.0641141 0.156056 -0.250757 -0.601655 -0.909108 0.187893 0.278368 -0.0508236 0.0972533 -0.152987 -0.224857 -0.585849 0.141709 0.438545 0.296058 0.0548603 -0.0772723 0.111836 0.0380695 0.0858818 0.482434 0.219762 -0.290674 0.359908 -0.200228 -0.0126151 -0.0325383 0.0350299
internal_count=361931 332372 10916 5851 436 266 204 5415 3333 5065 1957 3108 642 346 296 223 3277 860 733 535 2082 1932 374 1315 229 97 72 321456 149754 25505
shrinkage=0.05


Tree=3701
num_leaves=31
num_cat=0
split_feature=545 1442 705 993 476 1469 1461 322 484 465 71 774 327 900 774 572 598 69 1191 1105 277 363 626 1248 1191 1248 8 303 910 570
split_gain=12.6261 15.4391 19.2057 21.5594 20.0086 20.5182 19.1598 21.6291 20.3462 18.8458 21.0749 18.7905 17.8017 17.5932 17.3696 18.4688 17.2273 16.9411 21.4912 23.0876 20.3945 19.2571 18.305 18.2779 21.919 18.3658 17.1805 23.6811 21.2206 22.3536
threshold=-1.0372938969678034 -1.2625182715263061 1.3612027609086828 -0.89727091510114898 0.82954461826931392 -1.1256941366283033 1.4098417307792441 1.0000000180025095e-35 -0.82423719548804641 -0.64999751152946472 -0.35140378342729411 -1.2813155640017235 2.8750784862951453 -1.5125132972377209 1.479677659778263 -0.33655526435061262 1.0000000180025095e-35 -0.15922287787615322 1.6686090092273607 -0.98325358387669881 -0.46165705456339051 -0.47842423921131344 0.60359008649180179 -1.0095486901817947 -0.60019402863093041 -0.91948200504449795 -0.1482401629574468 1.0000000180025095e-35 -0.98990193433880858 -0.72892259462656639
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 12 -4 5 -5 7 8 16 10 -7 -6 -3 -8 -13 -16 -2 23 21 -20 22 -19 -21 -10 25 -25 -27 28 29 -28
right_child=1 2 3 4 11 9 13 -9 17 -11 -12 14 -14 -15 15 -17 -18 18 19 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0015981811854926609 0.010085067203298834 0.00023102158082748882 0.014634476421388973 0.018630385064932073 -0.026041144569128691 0.0098241618923266549 -0.030765297752170601 -0.0068982388720137166 -0.017438619893274662 0.0075003889521423513 -0.014086250514522017 0.0020853079448751436 -0.018535879260368922 0.0083323312130095754 -0.030644353455375462 0.0041508441240782432 -0.013967658549569953 0.010643053914845553 0.043286336315053145 -0.021021645484547699 -0.03983153451426482 -0.0012794175658858878 0.050603415363296593 0.060286465695631342 -0.0078113918250509425 -0.0092230109216444173 -0.020619850095508447 0.044295963007515232 -0.010010791337791435 0.060404328925004372
leaf_count=94059 3311 209952 2110 1238 434 713 225 16219 2082 4518 1228 4050 889 3113 465 317 552 2835 81 176 576 5811 72 91 5088 785 78 243 498 122
internal_value=0 0.00243049 0.00912219 0.0854768 0.0515564 0.12244 -0.0426964 -0.0597653 -0.013667 0.0707275 -0.110131 -0.0555346 0.00347289 0.127318 -0.0170656 -0.321866 0.142118 -0.0482662 0.0209149 -0.365287 -0.506819 0.0546519 0.085289 -0.127547 -0.0701443 0.152665 0.0979038 0.298889 0.070786 0.685599
internal_count=361931 267872 225914 15073 12963 7697 41958 38620 22401 6459 1941 5266 210841 3338 4832 782 3863 18538 9551 905 824 8646 248 8987 6905 1817 1726 941 698 200
shrinkage=0.05


Tree=3702
num_leaves=31
num_cat=0
split_feature=545 959 1094 785 112 801 200 21 1356 885 1450 830 51 551 710 925 1458 1452 1452 1450 705 1452 905 1454 288 1216 1449 1052 1361 1116
split_gain=23.2356 23.1135 24.4199 22.9164 22.2606 23.178 22.4063 31.0005 27.1424 28.2185 27.0474 26.7029 23.6 23.1223 22.1346 33.4146 21.9085 28.1416 24.8874 23.4279 21.8747 23.4719 22.3183 21.5676 22.8138 21.8326 21.5573 21.4613 21.4302 21.1917
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.86283290253235112 2.2718117149406565 1.4302281316754546 -0.97734522064874174 -0.13431221002227373 1.0000000180025095e-35 2.2685560401286238 1.3264365022561064 0.78234099439613802 1.0111847875080273 1.4753103760954882 1.3536697095467554 1.0000000180025095e-35 -0.60497245824756685 1.8728009796554159 1.1550274867029908 1.5329759659609314 -0.15493602701248427 3.7880456279442689 1.7723414479084203 -0.91909735138557946 1.5105783451182 1.0000000180025095e-35 0.3746820073494514 -1.564864261642205 1.0000000180025095e-35 -0.96164459545128012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 12 14 10 11 -10 23 20 27 -16 17 -12 19 -18 22 -22 -13 25 -25 -8 -11 -9 -4 -26
right_child=1 3 28 4 -6 -7 7 8 9 26 16 13 -14 -15 15 -17 18 -19 -20 -21 21 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-5.1682904151814437e-05 1.8449520399051368e-05 6.2905179966945218e-05 -0.0002283926193546846 -6.1345754053625275e-05 -0.00014091367754034823 -8.3110855995905447e-05 0.00035896845689347573 -0.00066658097920736282 -9.5913132446374162e-06 -0.00010941213851358559 -0.00051825079753703071 -5.0638652627977937e-05 -8.0812501660745088e-05 0.0004725667497390953 0.00023597438937588832 -6.9630843037796604e-05 0.00095265809916953098 0.00080630270469577358 -4.1638074663559877e-05 0.00034264076294545352 0.00017824806735087831 -0.0013483840555126906 -0.0011499614572096255 7.1983847270782998e-05 -0.00062891128543306012 -0.00034365972243221757 -0.00076055038765885416 -4.5702107622535921e-05 -6.3723298664667338e-05 -4.7474076252493164e-05
leaf_count=94059 13044 24714 10243 26140 8432 16687 1790 302 17857 875 291 1687 6300 758 2987 3118 306 82 490 1046 5019 43 96 45505 382 324 311 60490 14263 4290
internal_value=0 -0.00640035 -0.066983 0.000981505 -0.00689143 -0.00292038 0.00419257 0.0133551 -0.0107322 0.0428825 0.0563685 0.0360112 0.0533154 0.139476 -0.0359255 0.0843751 0.27176 -0.198568 0.359211 0.497158 0.100438 0.168775 -0.105783 0.0676687 0.0586825 0.28677 -0.282848 -0.0493845 -0.117684 -0.0883934
internal_count=361931 267872 37550 230322 205608 197176 180489 154349 95758 28861 27675 25460 58591 7603 66897 6105 2215 373 1842 1352 6845 5062 1783 52291 50177 2114 1186 60792 24506 4672
shrinkage=0.000980392


Tree=3703
num_leaves=31
num_cat=0
split_feature=869 1445 797 723 332 678 857 1113 1030 909 1071 909 884 1452 276 766 555 577 1173 701 1252 691 868 289 882 695 80 659 499 980
split_gain=12.3371 20.9659 20.3469 21.231 23.7865 29.4584 22.8289 20.0868 19.39 22.6535 19.5894 19.4566 19.1692 22.6704 20.3042 19.9782 19.7898 20.1551 18.1681 18.3951 17.7553 24.7486 17.5505 18.5315 18.2457 24.2785 20.515 24.154 21.6213 18.7482
threshold=-0.57653763495970078 1.3475299883120082 0.63961785378869596 -1.0570063487222232 1.0000000180025095e-35 4.1789455680259513 -0.49205703050329141 -0.39222386363763467 -0.28833227140160522 -0.71922773256446415 -0.83372348323441781 1.1401940709540048 1.0000000180025095e-35 -0.44469645255092488 0.078964087217515647 -0.73875879122500165 1.4861854481620089 1.0000000180025095e-35 -0.52369830757874469 1.5022753811461518 0.96451267789910078 -0.28318471305588505 1.0000000180025095e-35 1.4517559824223822 1.0000000180025095e-35 -0.50489189319963912 -0.91840389130737166 0.62821384419828064 -1.7106473217658873 1.8477726960564547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 22 -4 5 -5 18 -1 9 -9 -10 -12 13 14 -8 -16 17 -14 -6 20 -20 -22 24 -24 25 29 -26 -28 -29 -2
right_child=2 -3 3 4 6 -7 12 8 10 -11 11 -13 16 -15 15 -17 -18 -19 19 -21 21 -23 23 -25 26 -27 27 28 -30 -31
leaf_value=0.0043558218493110036 -0.0030805069440712884 -0.003602128538685224 0.0027957684151742358 -0.0087025471349331477 -0.016987870041261847 0.02093059139652902 -0.0072989506357498905 -0.0082522449711606247 -0.013239911548568307 0.0033573942864555777 0.00037618113042356822 -0.019206736175303434 -0.00089519899907663429 -0.012870822780152565 0.051565309861106995 0.0079456384115036381 -0.017912229597602101 0.010150210857048106 -0.0048874374906276875 -0.034819287898993481 -0.0078914850532772196 0.035427589843219712 -0.0010041051687040392 -0.0073986167898675405 -0.0028437423062165589 0.00073034922376859354 0.0033201558811543283 0.053548756791712171 -0.0029911942725874526 -0.016669552051851222
leaf_count=23805 23483 13222 6868 19208 1863 432 943 2796 2675 17931 7730 799 3575 2565 174 565 472 4053 3356 237 309 346 89747 7356 12686 44593 57787 88 10703 1564
internal_value=0 0.0226548 -0.0117002 -0.0590374 -0.0829643 -0.154851 -0.0311755 0.0395362 0.00160797 0.0406945 -0.0784884 -0.0267235 0.02333 -0.112738 0.101189 0.379171 0.0795983 0.105116 -0.143956 -0.0672725 -0.033644 0.301931 -0.00335354 -0.0300579 0.0116589 -0.0172445 0.034185 0.0484898 -0.0505748 -0.0793448
internal_count=361931 68958 292973 44966 38098 19640 18458 55736 31931 20727 11204 8529 12347 4247 1682 739 8100 7628 6111 4248 4011 655 248007 97103 150904 69640 81264 68578 10791 25047
shrinkage=0.05


Tree=3704
num_leaves=31
num_cat=0
split_feature=785 1309 1088 126 1462 1184 846 21 1076 591 61 915 1449 840 1389 413 497 886 1465 838 1260 546 652 1306 1173 421 56 455 497 498
split_gain=19.4112 16.5254 21.4834 21.3462 21.4091 20.308 21.7532 19.0188 18.8898 21.9474 19.3563 18.3081 23.2904 19.6304 19.1271 22.0078 21.6635 20.9495 19.2375 21.0378 22.2751 20.0663 21.0402 19.1536 19.9869 19.1416 19.0445 19.0044 18.8976 18.8062
threshold=-0.86283290253235112 1.0000000180025095e-35 2.7639737144699819 0.70880289725806289 0.70247026920229116 0.32136284863636239 1.1504829799273912 -3.2545899522946695 -0.58297395077464731 -0.73065235057769284 3.2658335243644596 0.40079874301352708 2.6019541624284721 -0.36891584417869655 -1.137284853374015 1.0000000180025095e-35 0.29755744289802777 -0.56028990723182226 -0.52213209242895031 -0.2909908445346801 -0.13036403951775125 1.4509659974849665 -0.55024281929118113 3.1745667211504869 -1.0630527285619082 1.5386414202133849 4.3527420364106586 -0.57911579170772687 -0.8388004186753738 -2.0428983789464223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 7 -5 -3 -7 -2 9 -9 11 14 26 -14 16 25 18 29 19 -10 -21 22 28 -23 -25 -16 -13 -24 -20 -17
right_child=1 2 -4 4 -6 6 -8 8 10 -11 -12 12 13 -15 15 17 -18 -19 21 20 -22 23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=4.0809355978956295e-05 0.00036442966590119718 -1.7174529163253402e-05 -0.00023495975576921893 3.959259769593327e-05 -0.00010973301732857869 6.3473795730590923e-05 -0.00010213415240719997 0.00010278065425321607 0.0004888240444145235 -2.9573020224110143e-05 -0.00031318972095242923 -0.00011892097347500082 0.00059509182559482857 -0.00012319310409832481 -7.4969459122479774e-05 -0.00048603642191864544 -9.2544298622767045e-05 -5.34684932197967e-05 -1.5345687916946354e-05 -0.00018463408658638434 0.00051918111380314189 -0.00029704672147750955 0.00039131433892929443 -0.0012450023162915618 0.0018549339469022467 -0.00025986347402171672 0.0013976893874586371 -0.00011544624405236276 0.00053642235417158393 4.2820849983250545e-05
leaf_count=29559 565 55594 1821 33924 5718 35522 4606 9114 1348 25513 2030 34751 438 346 39877 457 3694 43660 514 909 413 1388 506 22 39 4405 29 2137 852 22180
internal_value=0 -0.0179817 0.00525417 -0.0300219 0.0182212 0.00960508 0.0474027 -0.0413942 -0.0428564 0.00785069 -0.0547299 -0.0518536 -0.106578 0.28366 -0.0385508 -0.0486879 0.0547149 -0.0207854 0.127968 0.301067 0.0551048 0.0444053 0.12549 -0.231497 1.08356 -0.0919124 -0.118714 -0.0101674 0.349223 0.0351863
internal_count=361931 332372 97543 234829 39642 95722 40128 195187 194622 34627 159995 157965 35564 784 122401 110579 11822 66297 8128 2670 1322 5458 4009 1449 61 44282 34780 2643 1366 22637
shrinkage=0.000980392


Tree=3705
num_leaves=31
num_cat=0
split_feature=1450 1459 1449 822 1466 1468 1464 1455 1459 1459 1456 1463 1467 1459 1458 1456 684 1467 1453 1449 1449 1467 1452 1468 1452 1456 1463 1466 1466 1461
split_gain=12.3161 25.8491 27.635 29.424 31.3641 25.1866 40.4714 24.8821 24.508 35.2108 35.0593 37.5901 26.6492 39.7758 33.201 29.4159 28.4152 26.5112 25.7164 24.8584 44.7437 44.7052 37.4544 39.7091 35.749 57.3104 45.7637 52.2922 43.9689 49.1351
threshold=-0.33386868244407664 1.9632967188765165 -0.046399403249050987 1.7113908226681727 0.62601761964614633 4.4254531621270878 0.020652577133266702 0.35881941651261778 1.2659885913983882 1.1875571719422735 3.5267996248326976 0.22129606780172761 0.37373038027810929 0.96442828905131417 2.0019660229778804 3.0602099695377443 1.0000000180025095e-35 0.61262860064760394 1.9142027959396961 1.4497954797158366 0.79506610846124859 -0.16358259194721031 -0.34710568059079999 1.8034839195215984 -0.22703747551118403 1.6651900077780224 1.4334175752012324 1.0147316502459052 0.25570210502956864 0.50752949210513465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 -4 8 -7 -3 9 10 12 17 15 14 16 19 -14 -12 -16 20 24 22 -22 -24 25 -1 28 -28 29 -26
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 11 -13 13 -15 18 -17 -18 -19 -20 -21 21 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0013127909121387078 0.00038739694290188323 -0.0025517371147120525 -0.01142302091087255 -0.035071006485325511 0.017733067459265086 0.040523215693487429 -0.0086146590483932323 0.023737142034424522 -0.0090362246347628142 0.020461436005723629 0.032346820211541387 -0.0049317818010464025 0.003373549791708755 0.019299121769355582 -0.02990568268956675 -0.040464414105810607 -0.0047494940827158931 -0.013596257038107027 0.028831737463428903 -0.013200241454772679 0.00093442791471613589 -0.0087826935854491035 0.025766919711692288 -0.046633458521458906 -0.011065150447824093 0.021445485650073492 0.017751245361240873 -0.018654944995552782 0.00038358043202621006 0.0010006959616567503
leaf_count=62122 197796 654 887 295 816 423 362 1424 5512 883 915 902 21432 1453 721 325 9244 186 93 2739 1856 1633 2237 166 26291 1426 2084 802 10239 6013
internal_value=0 -0.0200313 0.149903 -0.0318137 0.0713094 -0.025312 0.359823 0.325079 -0.0276529 -0.021887 -0.0249391 0.261874 -0.0295393 0.0294274 0.0106065 -0.0468202 0.0237141 0.510452 -0.439295 -0.0449126 -0.0392887 0.155809 0.277401 0.455796 -0.0509482 -0.0144847 -0.10377 0.17794 -0.125201 -0.172178
internal_count=361931 164135 4076 1998 1703 160059 785 2078 159274 153762 152879 2003 150876 32943 31490 117933 30676 1101 814 117608 114869 5892 4259 2403 108977 63548 45429 2886 42543 32304
shrinkage=0.05


Tree=3706
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 650 126 1022 140 518 395 841 1116 648 588 575 416 645 1452 1470 1394 762 1165 1465 924 1252 978 633 234
split_gain=22.1397 19.0897 25.0358 29.2308 28.4228 45.6408 24.1874 22.96 23.0862 24.4208 22.5175 22.4242 22.8381 22.4767 22.2613 21.4345 24.3038 21.0828 20.7903 20.9616 25.4231 22.5903 23.5349 20.9281 20.6078 20.4271 20.4921 22.2948 20.7677 20.4019
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.6923072129381651 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.0794040238867422 1.0000000180025095e-35 1.2259052867616704 -1.2265353045382643 1.8166789435549495 0.71188872395471614 1.0000000180025095e-35 0.90571909922259353 1.0999280683389623 0.075388382208316021 1.3024667090820021 -0.99193787867483485 2.0168457062854226 1.0000000180025095e-35 -0.51626341586921998 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 -6 18 8 11 -10 17 -4 14 -14 -13 16 -3 -8 19 21 -21 -2 -23 -22 -25 -5 27 28 -27 -30
right_child=1 15 3 25 5 -7 10 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19 -20 20 23 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=4.2127051309240411e-05 -0.00020808742059040642 -8.5628430096352509e-05 -0.0001192799663602842 -8.6277815419783983e-05 -2.8116321355140953e-06 0.00022572755437074509 2.1724754868857276e-05 -1.236174399826822e-06 0.00067081160323552089 5.8282835241410341e-06 0.00045076266995511336 -3.5046957398631432e-05 -0.00094688034690901984 -0.00016028324645149021 0.00015971121826443836 0.00016744849224718092 7.3826363453541766e-05 0.00038795498617542949 0.00010024065747310378 1.9616907664261836e-05 -0.00037331963240665384 -4.6365535818045045e-05 0.00027573170813852664 0.00080179168533623486 0.00015173346231482656 -0.00034086772376775522 0.00084826768681271314 -0.0013461611835472518 -0.00038816073532745211 0.00017602921498199701
leaf_count=29559 5151 7439 33669 79939 18652 5059 4478 62084 372 658 857 38862 279 3934 2838 4398 9681 890 7761 15028 140 22904 1062 445 467 897 171 73 505 3679
internal_value=0 -0.020621 -0.0259242 -0.0369983 -0.020098 0.0512916 0.0156102 -0.033253 -0.0613357 0.253464 0.148746 -0.0667243 -0.036221 -0.202615 -0.0202681 0.0402071 0.00561991 0.0893739 -0.000245952 -0.0200587 0.0443414 -0.0579956 -0.0308714 0.372847 0.499454 -0.0772466 0.0721838 0.0419045 0.0610728 0.123719
internal_count=361931 332372 310854 251671 166407 23711 59183 142696 80612 1030 6225 79582 45913 4213 41700 21518 17120 5368 52958 45197 16080 29117 23966 1052 912 85264 5325 5154 5081 4184
shrinkage=0.000980392


Tree=3707
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 126 727 382 1452 1470 1465 1022 140 1469 395 648 834 769 789 149 689 689 508 620 491 150 765 423 506
split_gain=24.3189 21.7691 25.7152 30.2789 29.0104 44.9091 23.6428 23.4246 25.0381 23.088 40.8352 23.5314 22.9532 24.2025 22.8655 22.8489 23.4195 22.3548 23.7393 21.5121 21.2058 20.9661 26.6537 25.1689 22.8029 21.1299 21.297 25.3241 21.2497 20.9532
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.4926003403048807 0.82151526813113451 0.28325886342528439 2.6552641023399333 -0.38614692990375338 1.6911153983873026 1.0000000180025095e-35 1.8166789435549495 -0.55738587327289035 0.53390540777970152 1.1248358748350926 -1.463354008572368 0.72022076402865742 -0.4288425582216272 0.93928964529742032 0.88084169889549835 0.82498920141556809 -1.1769467878382101 2.3725116543357561 1.8383606565487096 -0.86624783496930458
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 6 -6 12 -3 19 21 14 -12 15 -14 29 -4 17 -17 -19 -9 -20 22 -2 24 25 26 -24 28 -28 -11
right_child=1 7 3 -5 5 -7 -8 8 -10 10 11 -13 13 -15 -16 16 -18 18 20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=4.1603733341024484e-05 -7.5419582733251292e-05 -4.2702133356117977e-05 -0.00012366806196548272 -8.0222991685247367e-05 -5.2938616222123225e-06 0.00022107307368521826 -4.5448517199318686e-06 0.00024225699187728855 9.6558465327243003e-08 0.00035947696521052659 0.00054704723277231655 -0.00067764712155136638 0.00066262585184428708 1.7528045286700936e-06 -0.00075810104392503544 3.0879739829579347e-05 0.00013828657840405317 -0.00012753373708622147 -0.00040282030678451887 -6.0977414910905413e-05 3.6048977997997289e-05 -0.00011613837621989622 0.00038313836170602536 0.00018596273950896884 -0.00016083756313752036 -0.00013193462924829854 6.5440068957847445e-05 0.00061245244725925392 -0.00028318643642516006 3.5591142014295355e-05
leaf_count=29559 12265 9447 33669 85264 18652 5059 62084 5244 5700 914 1069 98 372 658 267 11381 3063 21941 707 1127 8821 8709 1248 4770 3354 2521 11753 383 1141 10691
internal_value=0 -0.0241104 -0.0297596 -0.0409623 -0.0237889 0.0482211 -0.0370504 0.0407493 0.0991203 0.0122407 0.0932947 0.477672 -0.0654821 0.247914 0.053833 -0.0708412 -0.0400916 -0.0550635 -0.0874425 0.189018 0.00846433 -0.0125113 0.00993529 0.0521155 0.0147528 0.0478691 0.0835144 0.0580162 0.0402109 0.0651562
internal_count=361931 332372 310854 251671 166407 23711 142696 21518 12071 59183 13039 1167 80612 1030 11872 79582 45913 42850 31469 6371 9528 46144 37435 25170 20400 17046 14525 13277 12894 11605
shrinkage=0.000980392


Tree=3708
num_leaves=31
num_cat=0
split_feature=785 125 57 21 50 750 1464 545 710 1470 497 540 1 471 1249 1214 1436 629 1467 639 1282 279 1395 1116 415 416 1321 150 1185 1465
split_gain=22.247 20.6495 26.363 27.2126 25.7064 28.7918 24.0717 23.3329 22.7278 21.9927 23.794 21.6153 23.6105 20.3284 20.1972 21.7117 20.8307 21.48 20.1526 22.4576 20.4248 20.1521 19.9827 19.3932 19.2554 19.9997 23.2344 19.2487 18.7805 18.7789
threshold=-0.86283290253235112 0.58518330826110332 0.72527224708021132 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 0.71492702701447042 -0.73000852908365432 0.92690533579925805 -1.3664195657027294 1.656418941702585 2.9110317759397999 0.14060148230820743 4.229666733894736 0.82844637517049058 1.0000000180025095e-35 0.60428344764309971 1.084337816590623 -0.52300661058548015 -0.84149388131617409 2.1450259766915081 -1.1438953002515546 -1.8525131635407031 2.8395370799469446 -0.72592915093795329 0.39708364989506323 -0.61160849424499431 0.072358506187344976 -0.25163861885608058 -0.52774419131799011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 9 7 5 14 11 -4 18 -3 21 -5 -13 -8 16 22 23 -18 -9 -20 -21 -11 24 -2 -16 26 -26 -12 -10 -7
right_child=1 2 3 6 -6 29 13 8 28 10 27 12 -14 -15 15 -17 17 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.1297291776708156e-05 -4.5138892982595557e-05 -0.00062608657878304599 -0.00014294325757924919 2.4464656732324645e-06 4.9467023670286147e-06 -0.00025329401495952081 0.00028492184703792943 7.1489997722444436e-05 -0.00069847850722176761 -0.00016028872591382731 1.7167072911669676e-05 -0.0006218280943859145 0.00025930910348967114 -0.0010282081708675203 -0.00041187122988226992 -0.00018803447567279101 5.2498917499516952e-05 -0.00013752711627449006 -0.00024557115659688876 0.00047494491611414357 -0.0009033249872739058 -1.3196881592048022e-05 -6.3424829127494399e-05 0.00022975982886826228 0.00091138869656947155 0.0011981608914467424 -0.00034100186709705953 0.00021032402139378511 0.00015134342399763886 -8.6822393232374441e-05
leaf_count=29559 107147 271 825 5579 62515 9225 1420 1007 188 6059 6373 459 148 51 165 12552 23809 3351 205 2426 54 44446 20993 1378 159 150 251 3301 268 17597
internal_value=0 -0.0215717 0.00978021 0.092985 -0.0326843 -0.0482544 0.0185513 0.212563 0.268071 -0.0106479 -0.00783548 -0.0371191 -0.396927 0.248013 -0.0381071 -0.0960847 -0.0256149 0.0295555 0.319412 0.409391 0.460519 -0.0279989 -0.050196 -0.0420717 0.362317 0.579253 0.228984 0.0873506 -0.167783 -0.139854
internal_count=361931 332372 73080 12630 259292 196777 7657 4973 4148 60450 60179 6186 607 1471 169955 34270 135685 27160 3692 2685 2480 50505 21718 108525 725 560 410 9674 456 26822
shrinkage=0.000980392


Tree=3709
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 497 498 1104 1467 714 588 938 620 852 923 365 513 746 1241 934 785 457 587 416 693 280 993 1173 203 647
split_gain=23.647 19.4908 20.4173 27.0324 29.0267 19.9196 25.5114 20.1391 19.7938 20.2043 40.4195 32.6013 26.5192 25.4828 46.5894 27.069 22.9412 30.2639 27.3701 22.5234 24.0256 22.3909 21.57 24.0671 32.8184 24.468 21.0333 22.018 20.3842 19.6071
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 0.63515767152532354 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 1.1734518836084071 -0.22706799479215015 -0.86449023226567734 -0.82272818112934587 1.0454229551509682 3.6288968102052546 -0.67919258870259713 1.0000000180025095e-35 0.58460966528228819 6.1394591223222692 2.2191703830144687 0.90571909922259353 -1.4523705442072081 0.28155797951903377 -0.89727091510114898 -1.5033420518134701 1.6436232400911501 -0.87782724458594241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 5 -5 6 -4 -8 9 12 11 13 19 14 -11 -16 -12 -18 -19 20 22 -13 23 25 -25 -2 28 -28 -15 -3
right_child=1 29 3 4 -6 -7 7 -9 -10 10 16 21 -14 26 15 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.4003290096769162e-05 0.00017214050392083419 7.4842501636699586e-05 -0.00031161709291998251 -0.00012490477480957813 9.6696903449581799e-05 5.1921649144667578e-05 6.0752912997641699e-05 0.0014378013558006236 0.00014395771859997442 -0.00031019609153569232 4.7053642971427543e-05 -0.00010186632988793807 -0.00011421898020943414 0.00016806288128051603 9.7446323262078633e-05 -6.9122335808061676e-05 0.00041056797166244731 -0.0016901249258430835 1.8185982171950435e-05 -1.1445035454304356e-05 -5.3921361956867264e-05 0.0026313527707224706 -0.00020240412683881183 -0.00015551857427561068 0.00046742073543509295 -4.0267749577157315e-05 -0.00034160212032696187 -1.2346001461322704e-06 -0.00030316361841415253 -6.1482911593283693e-05
leaf_count=29559 8450 6205 2623 3371 21461 1899 198 53 3145 4030 6970 44882 7203 5427 5948 32242 1513 55 141 23728 5116 26 935 567 1785 4200 1156 44576 737 93730
internal_value=0 -0.0208327 -0.0103907 0.0428925 0.0707601 -0.113808 -0.241602 0.390692 -0.0190078 -0.0221259 -0.0359921 -0.0466078 0.0166563 -0.024032 -0.0678363 -0.0434975 0.101583 0.317515 -0.440644 0.0367825 0.0908561 -0.102812 0.131403 0.151487 0.349787 0.111038 0.00770439 -0.00811589 0.132783 -0.0523668
internal_count=361931 332372 232437 29605 24832 4773 2874 251 202832 199687 147703 139024 51984 94116 42220 38190 8679 1709 196 44781 21053 44908 15937 15002 2352 12650 51896 45732 6164 99935
shrinkage=0.000980392


Tree=3710
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1367 583 592 1049 692 382 500 930 1097 912 592 1324 924 1252 978 813 633 1443 648 704 234 399
split_gain=23.0254 20.0306 27.6119 32.3147 30.3823 47.4659 24.8042 31.8139 35.0492 22.2032 26.5792 25.1953 33.8351 26.3949 22.8407 22.0667 26.0394 25.484 25.6819 24.7619 21.774 22.8683 22.4023 20.933 20.7713 20.6912 20.5983 22.6748 20.5051 20.4838
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 -0.55326332990463356 0.52594476433896498 0.82196869014465268 -0.66455796043201987 1.0000000180025095e-35 1.0091660213938798 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 2.0883641899847656 1.8999064755685127 2.4192096387169548 2.6375975511520715 2.1641256470006294 -0.96673487256783863 1.593744732512876 1.8166789435549495 -1.1956137993399691 -0.89470958077722174 2.1487506720385596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 6 -6 23 -8 26 -3 11 12 -11 14 -14 16 17 -2 -19 29 -5 22 24 -4 -22 -7 27 -9 -26 -17
right_child=1 9 3 20 5 25 7 8 -10 10 -12 -13 13 -15 -16 19 -18 18 -20 -21 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=4.3473019060243633e-05 4.3017579260607524e-05 -6.4737582263092776e-05 -6.01916052528305e-05 -8.9095931406187433e-05 -1.1939895875192112e-06 0.00028893857920420671 -0.00010094524959915407 -0.00028586318711682212 0.00028495634044726175 -6.2414891932192671e-05 -0.00018296198721773254 -4.270750318102578e-05 0.00036119754085505871 0.00010658020873103178 -0.0010681850021853759 -2.5228566696682873e-05 0.00015849504125082861 0.00032397424036810475 -0.00036192776027595608 0.00030150463798084385 -0.00034039851606801179 0.00088852153692827536 -0.0013474120473267309 0.00010106550801609427 -0.00038885096267234765 -8.5080720478527972e-05 0.00022289394334126371 2.0815311991343655e-05 0.00017653820466061545 -0.00047598195169395937
leaf_count=29559 15564 6154 94773 79939 18652 4219 11003 2108 2483 2484 1643 3310 3947 3927 53 31357 8719 314 1720 1045 897 171 73 3837 505 840 2275 26217 3679 464
internal_value=0 -0.0204658 -0.0258953 -0.0375154 -0.0197493 0.0540228 -0.0333434 0.0138026 0.0488684 0.0418045 0.0851379 0.113994 0.166184 0.230141 0.35086 0.0177092 0.0670465 0.0126882 -0.241415 -0.0212966 -0.0797879 0.0744155 0.0422354 -0.0539096 0.0614638 0.236302 0.0246092 0.00590049 0.124102 -0.0330558
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 21518 15364 13721 10411 7927 4000 59183 26317 17598 2034 32866 85264 5325 5154 98610 5081 5059 30600 28325 4184 31821
shrinkage=0.000980392


Tree=3711
num_leaves=31
num_cat=0
split_feature=1423 1457 760 1013 1469 911 1081 809 682 1441 83 1055 465 1385 5 139 207 1470 1469 747 356 913 21 954 1462 1460 361 761 607 166
split_gain=12.5306 15.9079 18.1073 17.7999 18.4595 17.7565 17.2051 26.4571 29.5226 21.4553 34.6647 24.1563 21.1042 21.0448 20.8085 20.4509 24.1099 19.4769 24.8667 22.7514 23.8186 22.5759 22.3752 25.1416 22.8925 23.693 22.7071 24.2215 22.1035 22.5713
threshold=1.0000000180025095e-35 1.5416109563948532 2.2654097059605838 0.54050183860820311 0.87282436028221022 0.33161806142232791 1.0000000180025095e-35 1.6518864604429058 1.3140755578960717 1.0000000180025095e-35 2.3163123552611329 -0.29383200307801588 1.0000000180025095e-35 1.8604111050099645 -0.93714851672055854 -0.78351295353290562 -1.6097751790860073 0.11585700640814046 -1.2083100587446829 1.0000000180025095e-35 -1.7382851512569515 0.19256254313459334 2.3240884354044633 2.2664990475867119 0.60855133363586655 3.8934628474430077 0.82074397945476862 -0.29322701863752609 1.0214921909564021 1.4022377422495473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 7 17 12 10 11 15 -9 -14 -13 16 -8 18 -1 -20 -21 -19 24 -24 28 26 27 -26 -22 -30
right_child=-2 2 -4 4 -6 -7 9 8 -10 -11 -12 14 13 -15 -16 -17 -18 21 19 20 22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.010522413580298751 -0.0017808976341816456 0.0048285252703916762 -0.021276144220492999 0.010986364072615318 -0.038825185508728106 -0.0034212565250087675 -0.028755203726141983 -0.0085519985575502316 0.013457172219371746 -0.0043459652662306385 0.013396591202217712 -0.011202484615572621 -0.00020488898857400637 0.043060690119859815 -0.0020511043800146493 -2.8849485122404861e-05 0.0095525097827569259 0.0011499202960089602 -0.00082369826176049695 -0.016846611412707619 0.0058390787757646211 -0.0030739927218890652 -0.0041598358336795644 -0.045091954488681994 -0.0061516853134651319 -0.032131763548244541 -0.010545902267897971 0.0065055891966152822 -0.00079930189232572035 -0.043976266972558756
leaf_count=3499 74863 8630 477 3975 96 4931 301 8516 996 31074 2042 5017 3251 123 27183 23895 5148 40104 35978 983 34749 28562 1568 201 2796 310 2105 5460 4908 190
internal_value=0 0.00102913 0.0639689 0.0738744 0.198126 0.0347378 -0.00370982 0.00895704 -0.0845514 -0.0310947 -0.00659368 -0.0181763 -0.114598 0.0314363 -0.0662319 0.0298785 0.158267 0.0173001 0.0384954 0.0305151 0.0584742 -0.012214 0.0640223 -0.173202 0.0728315 -0.0172146 -0.000127137 0.0497895 0.0974572 -0.0436371
internal_count=361931 287068 18109 17632 4071 13561 268959 174299 12886 94660 63586 61544 11890 3374 32200 29344 5449 161413 92747 89248 53270 68666 52287 1769 50518 10671 10361 8256 39847 5098
shrinkage=0.05


Tree=3712
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 728 869 921 783 126 1022 140 912 395 841 1404 650 1249 648 645 768 355 1389 703 1288 1252 1450 1469 1452 1465
split_gain=20.8454 18.8633 21.3161 25.5535 22.1759 21.2416 30.1317 29.0457 44.51 24.5699 22.6733 24.3527 22.6485 22.6851 22.5225 22.6701 21.9869 21.9218 21.0383 20.6614 20.9421 21.6575 22.7589 20.537 21.0332 24.7462 20.24 25.003 24.9598 23.8094
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 2.0688630952352867 1.0000000180025095e-35 1.2259052867616704 1.0000000180025095e-35 1.6923072129381651 1.8362446977621718 1.8166789435549495 1.0999280683389623 1.3583939354643351 -0.1814666702951391 2.6801102153821232 1.2180540057381479 1.0000000180025095e-35 0.62301369624368996 -0.67806027517800449 2.4543291550814752 -0.58911782507014421 -0.4704356069848657
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 16 7 9 -9 10 12 -12 13 -7 18 -16 19 -18 -15 20 21 -2 -23 24 25 -22 27 -11 29 -28
right_child=1 2 3 -5 -6 6 -8 8 -10 26 11 -13 -14 14 15 -17 17 -19 -20 -21 23 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=3.9942100242556943e-05 4.4069616108959905e-05 -4.0262059954721907e-05 0.0002402966213099442 -4.8391617150782585e-06 -6.7947891433661336e-05 -0.00012805705904719229 -7.5767444963418618e-05 -5.7947803581528633e-07 0.00022508259301088802 -9.2776773370216006e-05 0.00066676578964073425 3.132588031795409e-06 0.00016010991542334088 -4.1558508572863534e-05 -0.00041796224204047303 -6.6602244347204901e-05 0.00016709580058625573 -0.00041946142566058923 0.00015045725084374316 9.7069378941422432e-05 -0.00019155796314556113 -7.2407107567322576e-05 0.0004988579391329819 0.00026641278152902568 -0.00037643520606657526 0.00029778925585231526 0.00021057146011474646 0.00044738199645942404 -1.0168192401463827e-05 2.2989420646927351e-05
leaf_count=29559 20068 9447 5244 5700 1127 32689 85264 18652 5059 13543 372 658 2175 37821 1759 2375 5803 422 2763 7761 2289 18663 335 510 2554 778 5330 392 34923 7896
internal_value=0 -0.0209548 0.039489 0.0952079 0.186103 -0.0262255 -0.0364291 -0.0192715 0.0528879 -0.0325679 -0.061605 0.250151 -0.0669459 -0.0742929 -0.0432498 -0.210128 0.0119991 0.138783 -0.0271138 -0.00311408 -0.022847 -0.00458606 -0.0624295 -0.156316 -0.202711 -0.0783326 0.000533425 -0.0768368 0.0224332 0.104157
internal_count=361931 332372 21518 12071 6371 310854 251671 166407 23711 142696 80612 1030 79582 77407 44718 4134 59183 6225 40584 52958 45197 39066 18998 6131 5621 3067 62084 13935 48149 13226
shrinkage=0.000980392


Tree=3713
num_leaves=31
num_cat=0
split_feature=785 519 728 869 938 803 650 1149 791 712 675 564 782 666 609 518 727 382 896 923 1111 842 1452 1470 1459 759 554 789 923 866
split_gain=27.5442 20.9745 28.0789 32.3288 29.1784 29.2035 25.2509 22.8652 24.4512 41.6904 22.8986 27.6914 23.9206 22.7695 36.7825 22.6349 22.3835 26.0112 22.0957 24.4345 22.0507 21.9817 21.7521 39.1408 26.4478 22.7873 22.6522 21.6023 21.3165 41.2197
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.6923072129381651 3.070608018023568 1.0000000180025095e-35 1.0000000180025095e-35 0.44359160413691395 -0.84605277249859834 1.0000000180025095e-35 0.45873907618427312 1.6285028476148826 1.0794040238867422 1.0000000180025095e-35 1.0000000180025095e-35 0.13351389361957308 -0.86449023226567734 0.024916356486523985 1.6951683788275962 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623 1.1248358748350926 -0.86449023226567734 0.5880156106821478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 7 22 8 18 21 11 -11 -13 -7 -15 -8 -3 27 28 -20 -12 -10 -2 25 -25 26 -24 -18 29 -4
right_child=1 16 3 -5 -6 13 15 -9 9 10 20 12 -14 14 -16 -17 17 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=4.7728816913805049e-05 -2.4912348326204409e-05 -4.0131644662721147e-05 -6.6395497800546542e-05 -8.0032406866564686e-05 -6.9421350232132058e-05 2.8648381805037013e-05 9.0958597653510319e-05 0.00020972459542750019 -0.00011809337175648072 -5.9010538666619216e-05 7.460970310292506e-05 0.00032714605080025425 0.00011655816864605292 0.0003551580841069612 -0.00050691379973116118 0.00045491216635405919 0.00024358554894885921 -2.2984921826391456e-06 -0.00030392528685903514 -6.8461213958501287e-05 -0.00021075434822929673 0.00022668202867045546 -7.4842633585149744e-05 0.00053510312492386183 -3.2494849463448812e-05 0.00020031196440043329 0.00033363000546584063 -6.0462859675296754e-05 -2.6789298450661541e-05 0.0003241295724155223
leaf_count=29559 41258 9447 2844 85264 53095 3905 5368 1873 11298 3393 3272 3318 8132 2432 230 857 5244 5700 2545 25232 2032 1120 6762 1277 531 2508 622 1127 39341 2345
internal_value=0 -0.0221147 -0.0276683 -0.0393796 -0.0216121 -0.00204812 0.0162975 -0.0117849 -0.0167845 0.0358099 0.092349 0.13752 0.18365 0.136232 0.285361 0.152301 0.0415874 0.0986403 -0.0402359 -0.09095 -0.0294406 -0.084805 0.000111635 0.0832553 0.376914 0.0278937 -0.0358685 0.190275 -0.00845802 0.125584
internal_count=361931 332372 310854 251671 166407 113312 59183 106745 104872 32565 20147 14843 11450 6567 2662 6225 21518 12071 72307 27777 5304 12418 52958 11700 1808 9892 7384 6371 44530 5189
shrinkage=0.000980392


Tree=3714
num_leaves=31
num_cat=0
split_feature=785 728 784 921 859 647 590 730 783 934 514 603 660 639 345 1117 570 1421 747 907 503 82 570 209 1258 29 10 982 907 351
split_gain=20.9009 20.4143 21.2252 21.614 20.5526 20.5183 46.1869 18.9275 26.1309 23.4158 22.2113 19.4644 20.852 18.5525 17.8498 17.6894 17.6761 19.2179 18.3845 19.2505 18.2209 17.8625 17.6693 21.1941 18.0072 17.5617 17.6836 17.5197 17.4235 17.3227
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.089392437450782083 0.46293354690950167 -1.2591097148690287 -0.4998781572545779 1.0107116206971127 0.34871943973277292 3.0421924527387119 0.93921561237510665 1.107433824845671 0.10327219449165864 1.3315602333802148 -0.2566975764808338 0.82152675923177465 -0.43543206165028031 1.7621802667917166 0.49932493644430648 2.0347385979342092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 6 29 8 10 11 -4 12 -9 14 28 -8 17 18 19 21 -21 -7 -13 -24 -25 26 -12 -6 -11 -3
right_child=1 5 3 4 27 16 15 9 -10 13 25 22 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=4.1883429239911971e-05 -1.8840293463162925e-05 -2.5757755684861438e-05 3.9160838215299678e-05 0.0004011927319914479 0.00011299690415955632 -3.5006706346491027e-06 -0.0006786560336833863 0.00015810541599456008 -6.6348081904821598e-05 -0.00014776542254075581 0.00021283497384621733 0.00013190850725010314 0.00050432007325122588 -0.00028980190373220898 0.00034885565952468976 0.00044533396748370715 -8.7111238649194793e-05 -0.00022641111451371845 0.00014534121336716495 0.00035134352970438295 0.0021265530733745376 -0.00020237822307542225 -0.00053604740233435485 -0.0005509618924156353 0.0016354634049159996 -0.00020818678525470031 0.00083864536276169552 -0.00044353168632012133 0.00036457913739741058 -0.0009510927400565453
leaf_count=29559 190291 4669 6880 1153 6164 21561 93 2134 17685 1628 431 1401 1097 1105 635 1291 61493 2973 4074 196 53 3380 504 42 35 225 385 278 364 152
internal_value=0 -0.0191076 -0.00841356 0.0358285 0.138245 -0.0514009 0.0803585 0.0116143 -0.0196421 0.0975215 0.0856157 0.189623 0.284972 -0.0376766 0.0567243 0.403063 -0.0619905 -0.0136487 0.00454191 -0.0239731 0.703637 -0.0310403 0.0071149 -0.354133 0.745098 0.385907 0.52321 0.092734 -0.0502595 -0.0504718
internal_count=361931 332372 232437 42146 7595 99935 6205 34551 25606 8945 7921 5213 3231 3732 2627 1384 93730 32237 29264 25190 249 24941 1982 581 77 1041 816 6442 1992 4821
shrinkage=0.000980392


Tree=3715
num_leaves=31
num_cat=0
split_feature=888 837 567 829 828 978 840 1457 1258 897 765 1464 21 1452 1457 1372 7 1272 773 1362 1383 343 609 893 592 418 287 1002 773 769
split_gain=12.8011 14.4702 17.4251 18.807 16.9962 17.5598 18.7527 17.7364 16.8696 19.0435 24.7758 16.5811 20.5077 24.4561 24.9503 19.3333 18.132 17.2491 16.763 22.0823 21.7614 17.5179 20.3211 23.7634 22.4405 20.1569 19.9837 17.9825 19.2586 17.8866
threshold=1.0000000180025095e-35 0.7451066522233053 0.98191358321475442 1.9012871557769564 -1.8090828626095004 0.53991023105119107 1.8902771646279721 1.5416109563948532 -1.7067305812657576 0.087630006047752895 -1.0372714469751976 1.5993600128483978 -1.6471741456694959 0.85148356494928035 -0.39785226149588032 1.0000000180025095e-35 2.2880943630987205 1.0425293070791588 -0.44329880383358655 1.8627633281097242 0.82233648357347622 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.59494694347224619 -0.0763997956164678 1.5300329441346439 1.0000000180025095e-35 0.65377890490728563 -0.47020565141826276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 8 -4 7 -7 -6 9 -3 -11 12 13 15 -15 16 -1 -14 20 21 -19 25 23 27 -24 26 -20 28 -23 -25
right_child=-2 2 4 -5 5 6 -8 -9 -10 10 -12 -13 17 14 -16 -17 -18 18 19 -21 -22 22 24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.024289682585971407 -0.0023989529232976755 0.0020569676007405331 -0.040254680150527772 -0.013498622782792883 0.0051884575600738107 -0.0060833174415405441 0.052160172571534449 0.028712667357830807 -0.0023945087189832133 -0.029929614453814497 0.061352373858744126 0.0037427062129118355 -0.00044772923297360163 0.028539856369862102 -0.022144282572808711 0.00087663322483471316 -0.040989281874499239 0.0086519219796020071 -0.0044930764576191834 -0.025680575961430946 -0.0056556855548070134 0.010970102685570794 0.026321849192191521 0.052178005169037735 0.0060318276390060642 0.0037706653248681162 -0.034993666931469859 -0.019676634447463041 -0.016312502558709627 0.0027911721956448321
leaf_count=1508 46198 603 153 2794 5931 2485 63 414 51525 86 201 15882 204104 175 644 1034 68 7905 5913 467 1552 758 641 141 3911 4919 289 844 494 229
internal_value=0 -0.000952165 -0.0344776 -0.051995 0.0598703 0.071772 -0.0875184 0.139461 -0.0422922 0.311682 0.842768 0.00646052 0.00137628 0.183781 -0.196865 0.289466 0.438883 -0.0011568 0.0493735 0.011877 0.125761 0.0225819 0.102067 -0.0585267 0.180594 -0.0347058 -0.116578 -0.145218 0.0145343 0.459474
internal_count=361931 315733 64255 55209 9046 8893 2548 6345 52415 890 287 251478 235596 3429 819 2610 1576 232167 28063 18606 9457 18139 7018 2466 4552 11121 6202 2096 1252 370
shrinkage=0.05


Tree=3716
num_leaves=31
num_cat=0
split_feature=50 194 140 1179 1463 765 635 981 1250 1116 1036 897 499 1314 1071 495 907 1115 1452 837 491 597 557 1431 1323 566 345 1242 1322 1043
split_gain=12.6814 23.6311 15.8808 19.0194 21.0185 20.1667 19.3728 23.7151 17.2789 19.374 17.8769 22.3749 18.4236 17.9264 17.2634 16.9258 18.8123 16.6813 15.9678 15.8983 17.4992 17.2035 18.1407 15.8885 16.0965 19.3124 15.8316 17.2755 15.6823 17.0246
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.48546444577241915 -0.29512607637470384 0.94170239728407068 0.38314452848460095 1.0260092144374766 -0.18561219192370448 -0.26545241615633103 1.48197219587615 -0.41559798353735217 0.4077139617061451 0.24008347081943596 1.4725096914298035 2.2154073666107625 1.9094099404578444 -0.35579865310602432 -0.68626129823855975 7.8703129826943803 -0.39707147043356805 0.41310821852408725 1.0000000180025095e-35 -0.29593030310978036 1.8641952677858011 2.1496137809524787 0.097241730748676286 0.36870500177144366 -0.61868887886411938 -0.6711802596025146 1.3706981518007484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 28 8 -6 -7 -8 10 14 11 15 -12 -14 26 -5 -17 -13 -1 20 -16 22 -21 24 -19 -26 27 -10 -4 -30
right_child=-2 -3 3 4 5 6 7 -9 9 -11 12 17 13 -15 19 16 -18 23 -20 21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0068866044207733616 0.00031039104398316561 -2.7578403776100821e-05 -0.006115607125693881 -0.015701076341736554 0.012448358935327001 -0.016156232018634305 -0.031982042842931484 0.11020849924386074 -0.020520234485842163 -0.017463937255603783 -0.0093213001984596248 -0.024809507153819133 -0.029729643723674811 0.023598264682088661 0.018445351614582908 -0.022122220979167453 0.051085894354088293 0.010715585395537472 0.070178349700061912 -0.048399844493387335 0.082956315164309583 -0.023898888682368807 0.047658241579078831 0.12609078828677017 0.025753079862414208 0.15852820301201387 0.0038548368345284662 -0.0034412918713028259 0.001472324478223941 0.016375012874253334
leaf_count=25013 197382 90336 5381 2104 1980 908 32 33 1384 1491 3510 230 2271 119 192 113 121 795 29 49 62 225 112 30 57 23 4101 6449 16132 1267
internal_value=0 -0.0223252 -0.0637791 -0.038482 -0.0886551 0.111031 -0.20779 1.00512 -0.118503 -0.0617552 -0.217752 -0.0646868 -0.322401 -0.52681 -0.0272336 -0.225319 0.415784 0.242675 -0.133408 0.354056 0.7888 0.0251059 0.565455 0.387817 0.330549 1.42427 -0.0532148 -0.127681 0.0188383 0.0548317
internal_count=361931 164549 74213 49171 26391 2953 973 65 23438 14065 9373 3473 5900 2390 12574 2338 234 1135 25042 640 254 386 161 905 875 80 11934 7833 22780 17399
shrinkage=0.05


Tree=3717
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 803 666 609 678 678 1218 1376 1467 533 689 1458 1452 1470 1182 704 1469 789 498 692 777 221 506 689 689 620
split_gain=22.352 20.2932 22.9452 25.5322 22.4092 28.64 44.4492 41.144 29.9981 27.5787 26.7709 24.3368 26.6174 23.832 22.7484 22.3265 22.0413 38.9038 22.8576 29.0446 22.2897 21.6244 21.5084 21.7069 21.2659 21.2176 20.9739 20.898 25.9962 25.2457
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 1.0000000180025095e-35 3.9048232315577729 1.0000000180025095e-35 0.027744735654897854 1.0000000180025095e-35 -1.1110989058077336 1.8992776531617575 0.4926003403048807 0.82151526813113451 -0.58508475642836089 -1.3107275758329808 1.6911153983873026 1.1248358748350926 -0.45889317716256084 1.5158612506186986 0.41267278538737451 -0.061169154604351648 -0.86624783496930458 0.72022076402865742 -0.4288425582216272 -1.130853321005749
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 21 16 8 9 -8 10 -7 13 12 -10 15 22 24 27 20 19 -19 26 -4 -15 -24 -6 -14 -18 28 -2 -30
right_child=1 2 3 -5 5 6 7 -9 11 -11 -12 -13 25 14 -16 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=4.2414095114284732e-05 -7.3040960062705867e-05 -4.0683212396441441e-05 0.00024399458142972734 -1.979492865108128e-07 -9.1386784791053333e-05 -0.0002211958802739672 0.00030423802682688297 -0.00052310158622048469 -1.9108028509803951e-05 6.1413512430294367e-05 0.00034760225342925764 -7.1257713223032174e-05 8.1135271429859259e-06 0.00017949004391584129 -5.7679342033195069e-05 0.00010824679029745083 0.00036000579558207759 0.0011853930930028115 0.00070769814066827996 -0.00014451928283609267 -0.00075130403156904388 -6.0273224174086084e-05 -5.4518044573845187e-05 0.00036271490757460134 -0.00021124082583330722 0.00015220784952775079 3.5479231156422539e-05 -0.00011464563642484486 0.00022918904017438073 2.4038575019786241e-05
leaf_count=29559 12265 9447 5244 5700 51227 2881 3683 279 35199 4547 651 25094 9901 4234 78358 2629 914 83 683 401 267 1127 7126 633 16310 8919 10691 8709 3302 21868
internal_value=0 -0.0205887 0.0420785 0.0998444 -0.0260563 -0.0365332 0.0706536 0.25003 -0.0427471 -0.0345144 -0.0638833 -0.00782718 0.0166588 -0.0664102 -0.0432985 -0.107383 0.0132088 0.0925214 0.468139 0.107846 0.053935 0.190655 0.04771 -0.0200139 -0.118678 0.0828466 0.0650987 -0.0110125 0.0114338 0.0531445
internal_count=361931 332372 21518 12071 310854 251671 11390 3962 240281 7428 161168 79113 54019 160517 90351 70166 59183 13039 1167 484 11872 6371 11993 7759 67537 18820 11605 46144 37435 25170
shrinkage=0.000980392


Tree=3718
num_leaves=31
num_cat=0
split_feature=785 705 771 971 64 768 1049 81 1304 1124 1193 777 1397 1362 1217 774 1181 214 313 1114 694 568 626 701 1326 1383 1463 904 1464 770
split_gain=12.963 13.4916 14.8203 13.5992 18.206 14.633 17.2843 21.5889 20.1788 19.5001 14.5483 14.053 14.0445 15.0131 14.8717 15.4357 17.0297 16.5376 16.3016 15.4523 14.1235 14.8351 14.0375 14.198 15.8214 13.9997 13.6614 13.9786 13.5404 13.4363
threshold=-0.86283290253235112 -0.0050352993931598944 1.396346131756885 -0.69531282290665342 3.1684913338167013 -0.63893984885801292 -0.10588152227262811 1.1997479872282437 1.0000000180025095e-35 -0.3729081509534492 0.40920886985541849 -0.59915064842602461 0.14681687945811953 1.8627633281097242 0.86386423179447369 -0.16365792967569151 -0.58184413197443363 0.55626263474267279 1.5188581659014118 1.1634332470399291 -1.1504990428921134 1.9976932840738753 -0.38090449903282969 0.63880228526363647 0.68767317577886644 1.8333622971589791 2.1410082715956329 -0.64050542071782135 0.28596086599967491 -1.0285954248524452
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 12 -3 9 8 10 -7 29 -9 14 20 -5 17 19 18 22 -17 -14 26 23 24 -16 -10 -22 -28 -29 -8
right_child=-2 3 -4 4 -6 6 7 11 25 -11 -12 -13 13 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.010655909005859209 -0.00048913843008378496 0.004749187483876316 -0.0026741418787315854 0.0045341285300746258 -0.025408788992487552 -0.0066920459098132826 -0.05711291140455306 -0.084730487757663134 0.0368317527119928 -0.041341377080432201 -0.044510790522342983 -0.0080994655302464771 0.043890196713285777 -0.019965358595324119 -0.0071401057301267558 -0.046179097050516794 0.0099857194435948107 0.011948837979049283 -0.095983469313315833 0.053151478747308883 0.011974518940347645 -0.018570455914925271 -0.0083161626569799325 -0.1288287462242281 -0.11699357384530835 -0.061987608153712376 0.042573321836355524 -0.010975939679208247 -0.093858638362911084 0.019540936216507557
leaf_count=1114 332372 1489 9202 8823 230 443 30 54 291 361 97 67 155 202 66 142 604 113 52 20 5218 219 192 30 24 20 34 60 50 157
internal_value=0 0.0390853 -0.0244083 0.0746075 0.100663 -0.0614602 -0.213187 0.035302 0.205205 -0.435448 -0.195751 -0.824654 0.109951 0.195688 0.0582926 -0.173747 0.025872 -0.49278 -0.735045 -0.631186 0.216852 0.198292 -0.538693 -1.16575 -0.716463 0.613098 0.221545 -0.486013 -0.878733 0.140939
internal_count=361931 29559 10316 19243 16234 3009 1520 716 595 804 284 121 16004 5938 10066 1243 766 477 364 162 5736 5581 312 120 90 311 5362 144 110 187
shrinkage=0.05


Tree=3719
num_leaves=31
num_cat=0
split_feature=785 728 784 852 1307 211 980 5 647 590 657 569 703 833 62 1022 1016 346 1249 1040 759 678 677 834 913 85 785 353 705 902
split_gain=25.8278 20.7826 22.3463 21.5119 24.4174 20.9791 20.8837 20.5723 20.2058 45.2313 19.3789 20.6872 22.2034 20.0055 18.1452 18.1286 20.0791 21.0345 21.3995 25.5962 19.4599 19.0115 18.9102 18.719 18.3314 18.7206 18.1032 19.8713 18.7656 26.5778
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0747610123934368 1.3390041783085433 -0.62944366619299574 0.93965787111466315 -1.0821368227570305 -0.87782724458594241 0.58895901036483078 2.2603408215975165 0.069179088922970394 1.2527926291041005 1.5919315457291203 0.22553477650581719 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 6.0948733974029876 1.0000000180025095e-35 2.0780443506202029 -1.0282579537198486 -1.3274107148674466 2.9970139449733542 2.5458802938288509 0.67165941385979033 -0.17208775008344115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 10 5 -5 -6 -7 9 -3 13 12 14 -4 -12 16 17 18 19 23 21 22 -21 -2 25 -18 -17 28 -28 -30
right_child=1 8 3 4 6 7 -8 -9 -10 -11 11 -13 -14 -15 -16 26 24 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=4.4206382767569644e-05 -0.00032938934439856048 -5.3645151297083456e-05 4.4550858067781508e-06 5.9931228321993281e-06 -7.6735221010127872e-05 -0.00034349034058691214 -0.0010806772813851233 0.00029762236077835027 -6.5203430186389094e-05 0.00038547468683853783 -0.00063894718813801705 8.5414030057522801e-05 -0.0014432505824196393 0.00019304064027687561 -4.7868258499393877e-05 -1.1301484533902901e-05 0.00020249973125086159 -0.00019017777197446293 -0.00020266372093281663 -6.1603229356370403e-05 0.00073652400034489632 0.00079806598916683756 0.00012190500422439555 0.00088808043837422914 -6.0056077923760208e-06 -0.0001921582819366298 -1.449952303656128e-06 0.0012190041297700561 1.1423667285535308e-05 0.000554729231170628
leaf_count=29559 2747 4821 30451 2043 879 281 143 3872 93730 1384 449 639 91 2818 480 98491 733 14802 6707 13021 210 102 3683 95 39942 5248 2859 66 822 763
internal_value=0 -0.023513 -0.0127402 0.0325911 0.138445 0.183291 -0.207447 0.268264 -0.0560225 0.0744531 0.00934371 -0.217305 -0.406919 0.0212727 -0.31253 -0.0238 -0.051286 -0.0999277 -0.058013 -0.019023 0.0136811 0.00355599 -0.00556971 -0.286676 -0.0225624 -0.145992 -0.00539212 0.132109 0.112601 0.295213
internal_count=361931 332372 232437 42146 7218 6196 1022 4153 99935 6205 34928 1659 1020 33269 929 190291 87290 41367 26565 19858 17016 16806 16704 2842 45923 5981 103001 4510 4444 1585
shrinkage=0.000980392


Tree=3720
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 1443 791 861 1367 650 727 382 1249 789 924 1252 978 1317 633 813 1452 1470 1459 759 554 234 648 704 646
split_gain=22.4372 20.1064 25.4287 29.7317 30.8243 45.9474 26.749 24.0915 30.8352 33.6067 22.5429 22.3963 26.6834 22.2972 21.9792 21.6508 22.2797 22.2055 21.4451 21.1159 21.0916 20.7181 37.0556 25.6975 22.8343 22.7908 20.5184 20.4954 22.9861 20.4364
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.593744732512876 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 1.6923072129381651 1.0000000180025095e-35 1.0000000180025095e-35 1.8362446977621718 1.1248358748350926 1.8999064755685127 2.4192096387169548 2.6375975511520715 1.3531462534988981 -0.96673487256783863 2.1641256470006294 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.6850254067400623 -0.89470958077722174 1.8166789435549495 -1.1956137993399691 0.99988622835687535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 7 6 18 20 -9 27 21 -3 14 -12 -13 -5 17 19 -6 -17 -4 29 24 -24 25 -23 -21 28 -10 -2
right_child=1 11 3 15 5 -7 -8 8 9 -11 13 12 -14 -15 -16 16 -18 -19 -20 26 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.3173922676121923e-05 -4.9511884001006193e-05 -3.9391534254983565e-05 -5.9821959819491039e-05 -8.6484502957319545e-05 2.0751050677930898e-05 0.00025764253240469497 -0.00016514311218806697 -9.9787343642309567e-05 -0.00028837201310918123 0.00027871340062890655 0.00017333085405041326 0.00024598983425958449 -2.7861570892175746e-06 -0.00041831067228362582 -6.0665504557354809e-05 -0.00034104342236688335 0.00088416854276957707 -0.0013402640532002143 0.00030191346041538437 -0.00038609950707437104 0.00010213461668968334 -7.4646730480662385e-05 0.00052370253525462331 -3.565734528241445e-05 0.00020097018911064153 0.00033521738462045307 0.00017983583136589766 0.00022170379249057744 2.0331257902254971e-05 7.2419638966509815e-05
leaf_count=29559 33051 9447 94773 79939 14090 4123 4097 11003 2108 2483 5803 5244 5700 422 1127 897 171 73 1401 505 3837 6762 1277 531 2508 622 3679 2275 26217 8207
internal_value=0 -0.0199736 -0.0254172 -0.0365734 -0.0195342 0.0547966 0.00790702 -0.0332271 0.0132292 0.0477301 0.0164308 0.0423968 0.0994506 0.144853 0.192237 -0.07715 0.0767192 0.0450693 0.047361 0.0642082 -0.053505 0.00111885 0.0822837 0.367851 0.028355 -0.0355173 0.127423 0.0239642 0.00530163 -0.023802
internal_count=361931 332372 310854 251671 166407 23711 19588 142696 44086 33083 59183 21518 12071 6225 6371 85264 5325 5154 15491 5081 98610 52958 11700 1808 9892 7384 4184 30600 28325 41258
shrinkage=0.000980392


Tree=3721
num_leaves=31
num_cat=0
split_feature=545 959 1094 785 1361 652 566 560 1216 960 50 450 132 641 395 1370 69 1469 1466 1038 837 705 976 294 1174 1323 728 801 133 544
split_gain=25.2657 24.1865 24.0541 23.8382 22.5176 22.0178 30.1566 22.7544 21.725 21.6089 23.5844 20.4702 23.2564 19.7706 19.6422 19.8851 25.3276 19.6376 24.5568 24.8933 19.4085 25.6559 21.5303 19.9284 19.3962 19.1608 20.8943 20.4892 22.5054 20.1709
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -0.55024281929118113 2.1710320005650359 1.6983197621915436 2.3855481443271001 -0.64257916016084482 1.0000000180025095e-35 2.2203088264540187 1.3555467265091379 3.4775075420067885 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 -1.0588145806293296 -0.10924916476579039 -1.6197957517599362 1.8022289572355177 -0.38621143533944186 -1.1340907276278103 -0.93296500049690056 -0.44871541843214674 -1.0198522509204613 1.0000000180025095e-35 1.4302281316754546 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 14 7 8 9 11 10 -5 13 -13 20 15 16 -4 -12 19 -19 25 22 -22 -24 -10 -7 27 28 -27 -28
right_child=1 3 4 5 -6 6 -8 -9 24 -11 17 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=-5.3895608312453359e-05 1.6143979741313921e-05 6.4049235752189034e-05 -5.901112617719959e-05 -6.7838129742771265e-05 -6.3590412357657859e-05 -0.00015784017941755717 0.00012512144768149605 -0.00013119505071916169 3.0060771830962299e-05 6.9015493060518848e-05 0.00021756357707458876 0.00010954448373212104 -0.00031585154941813417 0.00020672744794104412 0.00097707335814567692 -0.00028834801711133509 0.00122799477413228 0.00055259265020682975 0.00012065176907807191 -7.6745138574638145e-05 -0.00066553741454176919 -0.00028061294896660952 0.0014950940969833805 0.00013309275675531381 -0.00034155728284525621 2.0996115189610312e-05 -0.00011587674889632818 -0.00012284760373264662 -8.6767022540450779e-05 3.6493010652201863e-05
leaf_count=94059 13044 24714 733 18250 14263 7026 5325 4045 1391 33974 2276 6708 697 1737 75 9327 108 309 5721 8462 202 3884 51 1143 3055 53142 22394 6901 11925 6990
internal_value=0 -0.00669555 -0.0686289 0.000859554 -0.118926 -0.00716629 -0.0249584 0.0230389 -0.0326241 0.0325906 -0.0073374 -0.0279038 0.0776479 -0.0360025 -0.236841 -0.251182 0.17078 0.0474251 0.0169496 -0.0566603 -0.0396035 -0.183196 0.0927061 0.206419 -0.2201 -0.0334373 -0.0262905 -0.00796489 0.00361503 -0.0835779
internal_count=361931 267872 37550 230322 24506 205608 132571 73037 127246 68992 35018 122800 7405 115395 10243 10168 841 16768 14492 8771 113658 5280 1396 1194 4446 108378 101352 71968 65067 29384
shrinkage=0.000980392


Tree=3722
num_leaves=31
num_cat=0
split_feature=181 1361 815 1423 770 1450 708 144 497 651 620 933 1470 348 976 951 768 1034 56 281 320 476 560 144 899 277 1249 1041 754 348
split_gain=12.9411 15.2101 28.923 24.7177 21.7081 19.8464 19.5227 20.0146 19.6864 19.0051 22.8943 22.6594 20.7496 20.01 19.5417 22.5393 20.4753 19.5132 19.4109 19.1833 18.113 17.5747 17.5995 23.3682 17.8486 20.0988 21.1086 18.7333 18.2562 17.5829
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2885552421444864 0.49348963057095524 0.72848113776068646 0.7703544864701396 -1.412491660911505 -1.4745250964786754 1.1107569744011787 1.0000000180025095e-35 -0.33422119364899694 -1.1653660944855635 0.19609890188291593 0.15192648777515258 0.4454315257619969 0.87503915965832679 -0.37848428980972243 0.58160213896575708 0.28258661687467995 0.88160724310766836 1.1361236590950645 1.4889352106746172 2.332817004630539 2.0087054795827788 -0.14439162430055549 -0.33656848574549286 -0.75801151655500365 1.0000000180025095e-35 1.6323299368974364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 -6 -8 10 -3 12 19 20 15 16 -13 -15 -16 -11 -14 22 23 24 29 28 -27 -28 -26 -12
right_child=-2 9 3 -5 6 -7 8 -9 -10 11 21 14 13 17 18 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.004380802545142443 -0.0018407901949443789 0.0028719262410166558 -0.00055642233123327951 -0.013737299251414332 -0.023184016567341828 0.0023197848864732851 0.053584635586394293 0.0059511417224082852 -0.004933157974098476 -0.024596436883727073 0.00035855612496425628 -0.014896591897062612 0.011659321022792095 0.009128797779796945 0.004938361991122903 0.0034956366537699773 0.0013793244128835656 -0.0088177816088571091 -0.012653346293830338 0.012818159051405509 -0.01063065195011299 -0.0073483257185371189 -0.0036776507330011951 -0.013763977918664363 0.021473071458723972 -0.021320560565152184 -0.028345090275461744 0.01969168360498727 -0.0070967998963123741 0.0072327243047580758
leaf_count=52361 75166 57550 47576 2012 415 8760 89 15523 3613 609 54690 4936 3649 1052 3188 1367 1132 2192 1009 204 531 3940 11092 1457 1455 458 139 542 364 4860
internal_value=0 0.000824466 -0.0192857 0.00858449 0.0148731 -0.0662224 0.0763898 0.1085 -0.074398 0.0149222 0.0243977 -0.0486705 0.039849 0.077171 -0.111256 -0.177672 -0.236216 -0.0521973 0.011544 -0.288334 0.178858 -0.000845261 0.00688395 0.0216883 0.0279925 0.194896 -0.0483732 0.207752 0.330603 0.0192432
internal_count=361931 286765 130349 69228 67216 61121 19640 15938 3702 156416 136547 19869 8237 7424 11632 7435 6068 3244 4197 813 4180 78997 75057 63965 62508 2958 1139 681 1819 59550
shrinkage=0.05


Tree=3723
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 211 5 693 1397 1469 21 1358 21 479 1028 221 647 590 779 1449 621 755 982 759 749 501 889 981 1321
split_gain=27.0196 22.5333 23.3323 28.3107 24.3846 24.4114 20.7722 20.4882 20.4162 21.7276 20.3573 25.2647 22.2636 23.1588 22.0465 21.0474 20.1645 19.7648 44.8605 19.7082 22.6885 19.8718 20.3415 20.788 19.7586 19.3937 20.0177 19.3859 20.5348 19.0301
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.62944366619299574 -1.0821368227570305 -0.78652982607854283 -0.094237930796279443 -1.0588145806293296 -0.13431221002227373 1.0000000180025095e-35 5.6334739196327623 -0.37854602687012912 -1.271019091203941 -0.0046931964246789259 -0.87782724458594241 0.58895901036483078 -0.37927031053793997 -0.58632960250228139 0.15756737096759915 0.58583312291556033 -0.16688862866646997 -0.38185557403879594 1.0000000180025095e-35 -0.16770715155841495 1.3149075955530187 2.543085592592472 0.33406323204304156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 -4 -6 -8 -5 -10 11 14 -12 -14 25 -16 -11 18 -3 -7 24 22 -22 -24 -21 -2 -27 28 -13 -29
right_child=1 17 3 8 6 19 7 -9 9 16 12 27 13 -15 15 -17 -18 -19 -20 20 21 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=4.543383254245957e-05 0.00024134616080804939 -5.6022531640463322e-05 -5.1269178480275576e-05 -0.00039128008187485247 9.2725416479970625e-06 -7.6557021508072594e-06 -0.00034018265972224929 0.00029924001223665531 0.00011088194581924792 -0.00049007137744217649 -6.3612916076281604e-05 -7.9413025060234873e-05 -1.1564463129569362e-05 0.0012443398856044386 -0.0002325205632828416 5.4903035347220437e-05 2.3442888101402796e-05 -6.6617177526734852e-05 0.00038106624849757554 5.8872357047629013e-05 0.00030772638671213446 -9.9032312769440931e-05 0.00019033352796930914 -0.00069672370576115113 0.00055371517395240032 0.00014576526444293907 -0.00015543813608528465 0.00028784838732120457 0.00057911042054660544 -0.00035085520456418386
leaf_count=29559 4540 4821 8900 1406 2043 3858 281 3872 2147 1014 67524 11643 105277 50 2064 5533 831 93730 1384 522 1812 1389 297 234 999 2958 1493 1250 199 301
internal_value=0 -0.0237628 -0.0125486 0.0443214 0.0720738 0.0316211 0.18554 0.270031 -0.119947 -0.0384624 -0.0217448 0.0298468 -0.0320195 -0.0108673 0.0870976 -0.00817782 -0.24481 -0.0575876 0.0713723 0.105902 0.189332 0.100136 0.217225 -0.177401 0.401616 0.153398 0.0518244 -0.0393435 -0.0688238 0.188362
internal_count=361931 332372 232437 29605 24207 18011 6196 4153 5398 3992 202832 29981 172851 105327 16588 7597 1845 99935 6205 9111 5253 3732 2343 531 1521 8991 4451 13393 11842 1551
shrinkage=0.000980392


Tree=3724
num_leaves=31
num_cat=0
split_feature=728 1431 1325 322 1262 154 823 1193 1105 142 551 453 703 995 557 1361 1244 483 908 768 210 340 690 697 154 697 357 1 979 898
split_gain=13.1831 14.9769 14.7059 19.9887 18.05 17.7065 19.3627 21.5 18.5827 18.4595 19.046 18.1515 17.0888 18.8318 15.3691 18.0241 18.0576 17.9343 22.4731 18.2791 15.6712 19.2893 15.1303 15.0887 17.7764 16.0489 17.0673 17.5853 15.0442 14.7584
threshold=1.0000000180025095e-35 1.0099929608726099 -0.68688066482863919 2.8938752694049605 3.3129579003675027 -0.17094645180727625 2.7559558503392179 0.7359132617135532 0.6301787220615519 1.4623573867277422 1.1330630798453598 2.3178925073180721 2.4281160529854966 1.0000000180025095e-35 -1.4485406956407079 1.4728442018545864 -0.47574858130202147 0.87519973025079689 -0.46443629622384502 -1.2061826436055596 1.2599084084693086 0.97011723790966464 0.48628444506329943 0.94424787023610368 -0.93585899468000411 1.0473913478118071 -0.54115681234353619 -0.67694062659881793 0.81893958863040162 0.14098959229448396
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 12 5 6 7 14 -9 10 28 -10 -4 -14 -3 17 -17 20 22 -20 23 -22 -19 -16 -25 -26 -27 -28 -8 -29
right_child=-2 2 3 -5 -6 -7 9 8 11 -11 -12 -13 13 -15 15 16 -18 18 19 -21 21 -23 -24 24 25 26 27 29 -30 -31
leaf_value=0.00047784877860084928 -0.0014911508680944567 0.029491451482859352 -0.00062953729287005622 -0.035375946371993809 -0.049874380750430963 -0.010548810073803419 0.072916622330925204 -0.033776794120380954 -0.00049884310568792164 -0.051389255248896794 -0.064246223721278847 0.13703414048476673 0.053557254867430709 -0.0090085004587418614 -0.013471745854188661 0.063948754808722641 -0.00080185443497767092 -0.041754961503143721 0.14324485622172731 0.027777118284395191 0.0087412537762876254 0.11164699547142183 0.022947529766933671 -0.022590505132166608 0.10905574878888856 -0.036774135500918091 0.13084498836154629 0.046442836405064275 -0.042118929738825556 -0.065961465513844228
leaf_count=215094 109090 337 24405 409 218 6279 168 712 298 46 30 25 136 134 2794 90 110 172 21 377 340 30 125 178 38 109 26 68 28 44
internal_value=0 0.00286606 -0.0437121 -0.0123577 -0.121414 -0.109542 -0.00759388 -0.0404539 -0.432781 0.68242 0.960472 0.209153 -0.00567188 0.574143 0.0267746 -0.0124493 0.612385 -0.0567885 0.327747 0.686642 -0.133564 0.342639 -0.29161 -0.198553 0.279207 0.701644 0.4043 0.897246 1.2145 0.415015
internal_count=361931 252841 37747 25084 12663 12445 6166 5894 1035 272 226 323 24675 270 4859 4522 200 4322 695 398 3627 370 297 3257 463 285 247 138 196 112
shrinkage=0.05


Tree=3725
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 678 689 1028 567 647 359 650 1366 1249 922 593 1049 693 1453 382 889 638 565 588 150 779 1452 1470 1459
split_gain=12.6893 13.6997 22.2625 24.6092 42.0679 41.4861 26.0215 22.6341 24.72 23.2757 57.2226 25.0217 21.965 21.7105 21.5353 21.0634 20.509 26.6367 31.7742 23.8623 21.5995 20.766 20.2296 19.5165 19.4883 19.6628 19.2264 19.2039 37.4188 26.2681
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 -1.1110989058077336 0.85792094380938277 1.2940496821918759 -0.87782724458594241 2.177312904296643 1.6923072129381651 0.90180248132876506 1.8362446977621718 -0.48685051327531409 -0.58017643881618097 0.82196869014465268 -0.70466416401354282 1.2041679343814773 1.0000000180025095e-35 1.0000000180025095e-35 -0.96320248915230389 -1.4761109103098891 2.250834115212506 1.6306675032564555 1.9225441113349107 0.4926003403048807 0.39181275121601528 -0.15184483386147815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 7 6 -6 -5 8 15 13 -11 -12 27 -9 -14 23 -3 18 19 -18 21 -20 -15 -4 25 -22 -23 -2 -29 -30
right_child=1 16 3 4 5 -7 -8 9 -10 10 11 -13 14 22 -16 -17 17 -19 20 -21 24 26 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0019317871872491924 -0.00071146957728264253 -0.0053165387652470662 0.022071794246564077 -0.01071843655701377 0.015549874346283894 -0.026967114001814549 0.0033439906698521597 -0.0019426927814872215 -0.0032947398467410294 0.016412982805581813 -0.001975442279572432 0.013946357650714312 0.0091855086627232862 -0.013660977545476178 -0.020650476871541396 0.0059238193372739695 -0.0074877126553469266 -0.0036536921859380957 0.017789695440904234 0.023021407651356202 -0.00078303657121028293 -0.00097522744466185395 -0.0043019384797699642 -0.0032030561296860572 0.021803661716687406 0.022840740144754491 0.034161999142554585 0.0016954501421084262 0.02725325050901245 -0.0016916485281602799
leaf_count=29559 41258 3501 727 2881 3683 279 4547 153232 10746 2482 18779 1070 5803 4337 422 15181 2936 4272 3625 313 4169 1499 25467 8260 614 390 199 9892 1277 531
internal_value=0 -0.00972707 -0.0142463 -0.0247471 0.0749957 0.250185 -0.02772 -0.0305427 0.0251999 -0.040635 0.0288608 -0.0164078 0.0250536 -0.0504667 0.152285 0.0691981 0.0419471 0.071264 0.118113 -0.0802567 0.171975 0.267575 -0.113111 -0.0335781 0.0753721 0.0289278 0.0673284 0.00987643 0.0882672 0.376278
internal_count=361931 332372 310854 251671 11390 3962 7428 240281 34914 205367 22331 19849 59183 183036 6225 24168 21518 18017 13745 3249 10496 5323 29804 8987 5173 4559 1698 52958 11700 1808
shrinkage=0.05


Tree=3726
num_leaves=31
num_cat=0
split_feature=1238 294 971 414 795 783 617 44 1328 978 443 1018 914 515 1320 1106 623 1049 1002 706 767 791 427 1449 1375 484 1380 704 1459 214
split_gain=12.4491 19.4904 19.7277 18.5375 21.0018 20.9598 25.3016 23.86 22.9127 18.3373 18.3156 17.3807 20.0088 19.6903 24.3465 22.5264 18.1469 23.6577 18.1514 18.7571 17.7391 17.4735 17.257 17.2296 17.1278 18.1273 17.0853 16.7951 22.0555 17.0361
threshold=-0.6968354641114346 1.0322592377986608 3.4488169158090014 -0.87724001231082871 -0.29258408639884992 0.2400496438953339 1.0000000180025095e-35 4.0886425239914255 0.30313077431547547 -1.0167596314920251 1.7510718343167184 1.0000000180025095e-35 0.70289547694897392 1.0000000180025095e-35 -0.98418939143618034 1.2117042822621786 -0.72584470240626076 -1.2273700398900369 0.69854289147193727 -0.41395607099417014 -0.27070804227852086 1.0000000180025095e-35 0.7411995370583121 -0.27114888714012447 3.213579795551516 1.6134396840371368 -0.092186105768516727 2.5483247408851288 -0.13718307876099847 0.6739333142190741
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 27 -1 -5 7 11 10 23 -4 -6 16 13 15 -15 -13 21 20 19 -19 -18 22 -7 -9 25 -12 -16 29 -29 -3
right_child=1 2 9 4 5 6 -8 8 -10 -11 24 12 -14 14 26 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.002474376757666753 -0.00047057655439521301 -0.0029344477271470173 0.064422901301676022 0.0025677583411106032 -0.0032594541026456886 0.013822557832092139 -0.0046294066577864139 0.10452659393803265 -0.033741789996713088 -0.049652340180851191 0.00744934650992898 -0.0086725926274965615 -0.018595328857843398 -0.037874276302373701 0.00066466810879088037 0.022542381177851956 0.016155411671566242 0.010383317079973725 -0.003529087592301727 0.0025787524499555152 -0.0468876859332433 0.030303480593003074 -0.010391144428648601 0.023823958007772351 0.0763025149331229 -0.032978368307849178 0.030559888170304778 -0.0053198541134116747 0.067405177083160281 -0.010645525583706321
leaf_count=24237 180952 20274 101 59162 31269 1572 7331 44 42 40 2637 2307 929 118 404 281 89 4886 3279 11519 241 537 492 57 56 187 565 166 110 8047
internal_value=0 -0.0179941 -0.0839616 0.00982781 0.0201814 -0.00603348 0.0318302 -0.0456871 0.779994 0.847661 -0.049925 0.0603074 -0.0647823 0.00508098 0.25789 -0.0974407 0.084218 0.063012 0.0713883 0.101143 -0.585915 0.259627 0.163772 1.23231 0.12695 0.104235 0.367281 -0.0893047 0.537776 -0.0961014
internal_count=361931 209690 28738 152241 128004 68842 34550 34292 143 141 34149 27219 4604 3675 1087 2588 22615 20014 19684 16405 330 2601 2064 101 2880 2824 969 28597 276 28321
shrinkage=0.05


Tree=3727
num_leaves=31
num_cat=0
split_feature=50 56 188 705 930 1470 296 1392 625 1449 1454 486 54 974 1400 770 488 416 486 1035 287 678 1375 700 1034 900 266 276 142 1116
split_gain=12.285 23.7169 17.6986 22.508 19.3958 19.184 19.1003 17.9412 19.5506 17.7269 17.6538 18.706 17.2516 18.4516 20.0969 18.4595 17.8957 17.7803 17.5583 18.8432 17.376 17.3073 17.2048 18.713 17.1423 20.5466 18.2548 18.1761 18.9105 17.1283
threshold=0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 0.32046342343737316 1.0000000180025095e-35 -1.319112866592808 -1.0669292375369726 -0.68024590946018304 -1.2492417254456616 -0.52972057465151157 -0.90309121467478037 -0.4067452928211312 -0.42445565733332025 0.254911497496908 -1.1159279218319662 1.2370369277605475 1.3390269531920482 -0.31192334007664563 1.9995448521060701 -0.4026786111202581 0.74133625510601142 5.4562307876106422 -0.27377523386692942 2.3779017491048378 0.86354696135442122 0.25749232244462722 0.77453252660269467 -0.19887843125665444 1.1334266786513023 2.594513174041484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 10 -1 -4 8 -8 22 11 -5 13 24 17 16 18 -15 19 -16 -20 29 23 -9 -7 -26 27 -27 -29 -14
right_child=-2 -3 3 4 -6 12 7 9 -10 -11 -12 -13 21 14 15 -17 -18 -19 20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0036940777020409324 0.00089985555871268221 0.00021781224170204822 0.0086484244562675255 0.06364519925203313 0.0051868708953155705 -0.012945994950460346 0.015101808011631399 -0.0012044569826176032 -0.010204000079554517 0.00091033446259958402 -0.0033952998709459257 0.0042640918564898662 -0.0035034006466494795 -0.023332354644301091 -0.018870479131974024 -0.026522940982215627 0.018479221042672828 0.053265822966890967 0.040533232584741452 -0.00068395280310156554 -0.027396940820187496 0.059480104577946447 -0.01635473332958744 -0.047970432098373997 -0.0096585401402294949 0.0039541941774535513 -0.030954107350594864 0.04605491402369144 0.15494191713116456 0.010813769362303091
leaf_count=4228 84163 154110 1976 125 11797 13827 464 3936 8225 12752 7649 224 44715 127 1969 782 725 181 252 3680 85 47 2129 143 1481 222 137 196 39 1545
internal_value=0 -0.0131112 -0.0418582 -0.00954892 0.048514 -0.0725429 -0.0541276 -0.0712255 -0.171799 -0.0322307 -0.0444827 0.491141 -0.086852 -0.156159 -0.0442274 -0.0749998 -0.0294268 0.659352 -0.0849044 -0.128713 0.47979 -0.0570099 -0.138847 -0.052518 -0.221821 0.0702051 0.507604 0.749312 1.24068 -0.059391
internal_count=361931 277768 123658 49420 19795 74238 29625 27649 8689 18960 7998 349 70010 23703 7801 7493 6711 308 5986 5649 337 46307 6208 4079 15902 2075 594 457 235 46260
shrinkage=0.05


Tree=3728
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 728 869 921 783 126 1022 140 395 841 1116 648 1443 507 590 579 760 1121 620 892 1450 1452 1469 1465 1454 1452
split_gain=20.2849 17.2949 20.9709 24.4807 21.3393 20.7748 26.7668 26.3322 43.8945 22.0844 22.5543 24.0605 21.3039 22.5519 21.6152 20.6629 20.3368 20.23 20.2221 21.4122 21.7598 21.3015 19.812 21.1966 19.7929 24.764 24.6215 23.6806 21.5799 21.5507
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.0000000180025095e-35 1.2259052867616704 -1.2265353045382643 1.8166789435549495 1.593744732512876 0.65809631222906606 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 0.80106270623882148 1.1734518836084071 3.2157419873176414 -0.67806027517800449 -0.58911782507014421 2.4543291550814752 -0.4704356069848657 -0.74726004084035758 -0.55537993649074191
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 17 7 9 -9 10 12 -12 -7 15 -15 -14 -10 22 19 -19 21 -21 -2 -24 26 27 28 -26 -11 -27
right_child=1 2 3 -5 -6 6 -8 8 16 24 11 -13 13 14 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=-1.219517544557324e-05 -4.2822106077775562e-05 -9.2921268693899324e-05 0.00018450423054244889 -5.6842938050442013e-05 -0.00011831474097512812 -0.00016715257515634188 -0.00012414679187548085 -5.5302229501938944e-05 0.00022657311154824513 -0.00035673230140563164 0.00061082745876093244 -4.6082476020996306e-05 -8.5284215100741206e-05 -0.00097013469296884072 -0.00020935681612861381 0.00010119633030370161 -0.00014332290280073164 1.2045318122235715e-05 -0.00019669215160325577 0.00013177930500097435 0.00037578421515353848 -0.0006673174448147991 -0.00020693152073811763 0.00036733382832083777 0.00015572102612123958 -0.00037662311632409242 0.000388923810572727 -3.0532451208726115e-05 -0.00010656635635656159 -5.3529351393894344e-05
leaf_count=29559 41921 9447 5244 5700 1127 33669 85264 18652 4219 2271 372 658 38862 279 3934 2838 840 6552 1387 747 1655 190 6390 341 5330 1234 392 7896 11272 33689
internal_value=0 -0.0735621 -0.0156669 0.040123 0.12968 -0.0785392 -0.0885434 -0.0724419 -0.0039365 -0.0849714 -0.112231 0.197438 -0.11749 -0.0879765 -0.251726 -0.0722325 0.172421 -0.0409666 0.0433612 0.0796272 0.239437 -0.0169919 -0.0616087 -0.179958 -0.053733 -0.0321869 -0.129746 0.0488779 -0.147268 -0.0646292
internal_count=361931 332372 21518 12071 6371 310854 251671 166407 23711 142696 80612 1030 79582 45913 4213 41700 5059 59183 10531 9144 2592 937 48652 6731 62084 48149 13935 13226 13543 34923
shrinkage=0.000980392


Tree=3729
num_leaves=31
num_cat=0
split_feature=557 1043 1147 1292 4 184 1177 560 332 188 789 858 786 491 428 981 767 927 513 583 382 81 705 678 210 768 710 1254 82 1237
split_gain=12.2634 15.6716 15.4729 23.4565 16.7137 18.6868 18.7978 16.1671 15.6911 28.8685 23.9813 26.4732 27.274 24.6356 22.3088 21.4965 24.1903 21.3136 31.6943 33.7453 29.0634 22.1658 21.8436 22.9617 21.2152 20.8619 24.676 21.1382 20.6061 23.7403
threshold=-0.90800616672965218 1.6331856374152967 2.3776019160615971 1.0000000180025095e-35 -0.82144770274240853 1.384368771371848 2.6605302561394431 -0.81429485601157248 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0825608069246189 1.0000000180025095e-35 1.1588295770223476 0.83216277471797684 1.7060327193526743 1.145343999544147 1.0483613175537825 1.0454229551509682 -0.55326332990463356 1.0000000180025095e-35 -0.64463799201553529 0.30761478964143102 0.98573251906422088 0.71987948880816888 -0.42722246771984412 1.6167436385691853 -0.55067827617058895 -1.4791373608239178 1.4298092310842805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 7 6 -6 -5 9 28 11 17 13 14 -13 -12 -17 18 25 -20 21 -21 -23 -24 -15 26 -10 -27 29 -2
right_child=2 -3 3 4 5 -7 -8 -9 10 -11 15 12 -14 24 -16 16 -18 -19 19 20 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0027458627549378362 -0.02496601090693288 0.0044842357923469212 -0.013533609056762472 0.055575410328952905 -0.0025028103640647543 -0.031337207005053096 0.044280929088828136 0.0085300936817738499 0.0026282698904946332 0.00045625805525930768 -0.0034755625387997849 0.0063355965134359281 -0.0091652712990609488 -0.0042628071081137076 -0.0068246566118967946 0.018428673101141598 -0.0045120003175174259 -0.0021356014177086129 -0.00011560821560661318 0.003098909209127438 0.0046912565927175794 0.010161793244640177 0.030873509006974942 0.0081428524866546496 -0.03253342884340045 -0.0035743830430406752 0.011970350820208029 0.0015334116619888814 -0.0028202786864667821 0.019130161417038855
leaf_count=51834 2872 4528 4850 128 3642 480 137 780 28866 75556 22649 6118 5192 1162 2060 1004 913 12889 6009 1439 6444 1938 1985 737 439 16031 3674 36071 61048 456
internal_value=0 -0.0409243 -0.000316119 -0.108582 0.00362739 -0.0668864 -0.0131596 0.314647 0.00223475 -0.0177948 0.0165468 0.0281821 -0.0577606 0.010883 0.0600946 -0.0480134 0.1571 0.0395697 0.0504146 0.129912 0.192894 0.299777 0.370376 0.498749 -0.233782 0.0315227 0.0748633 0.00329359 -0.0648047 -0.360161
internal_count=361931 56362 305569 10017 5167 4259 3779 908 295552 139932 155620 131054 14971 9779 8178 24566 1917 116083 103194 18552 12543 6099 4660 2722 1601 84642 32540 52102 64376 3328
shrinkage=0.05


Tree=3730
num_leaves=31
num_cat=0
split_feature=129 652 1315 970 1388 557 1324 1252 828 631 483 911 377 557 561 486 349 1328 848 430 1168 1077 1324 833 960 1315 795 768 773 970
split_gain=12.1416 14.1822 20.4256 19.669 16.7022 16.2841 16.4743 17.064 16.2672 16.9884 16.0508 16.0243 21.7143 18.8624 16.1966 19.4833 16.1756 19.8947 15.7198 16.6617 17.0698 15.7148 15.5629 18.0959 15.5219 15.5793 18.9691 17.8745 19.1192 17.1148
threshold=1.0000000180025095e-35 -0.98896428961744431 1.5672501076390903 -0.32712572303394527 -0.87787271722844784 1.9417236658381929 2.0883641899847656 0.55205286888672134 -0.18076578715195304 -1.2663851902378991 1.9612505923116383 -1.0860551162136995 1.0000000180025095e-35 -0.31977741467938575 0.048699383522880162 1.9995448521060701 -0.053822878313950412 0.3432940579727542 -0.38493949449664949 -1.6567634386832981 2.2727542560442529 1.0000000180025095e-35 -1.7087331454664565 2.3016939717134717 -0.64257916016084482 1.2524875980994725 -0.29258408639884992 0.048142972948874631 0.60891699116695264 -0.66593505981437573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 10 6 11 -8 21 -10 18 12 13 14 15 -1 17 -15 22 -20 -21 -7 -4 -24 25 26 -13 -27 29 -29
right_child=-2 2 3 -5 -6 8 7 -9 9 -11 -12 24 -14 16 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.017485642677448527 -0.0022304573721789104 -8.2654590571462391e-05 -0.0060323693484117319 -0.0082841738546915334 -0.0032356631982834111 0.030705508104107573 0.022813339809536693 -0.0099472860434333329 -0.033700838538671181 0.0062803047782614618 -0.042088396255884487 0.0017470325551693458 -0.021544707431119858 -0.013881417425250467 -0.0062910055925624432 0.11714847097093362 -0.031628270457646247 0.028618596703790557 0.064837912137008152 -0.0098958985983947905 0.04233860253648683 0.0055205235245596729 0.032484786105956197 -0.040945051864303958 0.0037729127410876095 0.018349581169085725 -0.006833039199503059 -0.040572573937076459 -0.063150450341899173 0.013903954897417629
leaf_count=604 48087 254208 283 10805 6769 633 778 271 185 1286 131 6758 1216 558 572 23 444 215 52 1000 108 546 824 59 17563 1004 6417 111 81 340
internal_value=0 -0.00062676 -0.00688833 -0.0854971 -0.0063473 0.0387463 0.0262481 0.297814 0.203814 0.0483135 0.177136 0.0179805 -0.139676 -0.0135477 0.195123 0.433958 -0.232676 -0.0316461 0.21899 -0.00538572 -0.0817575 0.39211 0.412775 0.563171 0.0322542 -0.022767 -0.0475166 0.196407 -0.163167 0.0222286
internal_count=361931 313844 274239 20031 9226 39605 36955 1049 2650 1471 2457 35906 3632 2416 1199 627 1217 773 2326 1160 1108 1179 1166 883 32274 14711 13175 1536 532 451
shrinkage=0.05


Tree=3731
num_leaves=31
num_cat=0
split_feature=545 959 1094 1361 112 51 410 12 905 795 705 470 321 395 1370 69 144 1320 484 702 143 1051 602 1174 1176 1294 357 361 773 627
split_gain=20.4102 20.452 24.3386 21.6967 20.7635 23.7941 23.2163 23.857 22.419 21.1546 28.8485 26.2945 21.5387 19.5929 19.9728 25.1978 19.1498 19.8274 18.9657 23.3049 19.4404 19.5711 19.091 21.4275 21.3283 18.8025 18.5215 21.7491 23.2368 19.5733
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 1.0000000180025095e-35 2.2718117149406565 1.8613588887694643 1.0000000180025095e-35 0.60841355963960353 2.1634110522059333 -0.29258408639884992 0.28191752204954684 0.66595742291584703 0.46728705763592832 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 0.5591401735916004 -1.1902160690011778 -0.38529859338704892 0.82247273120287534 3.435243591041409 2.3864150127511103 2.6455866734826223 4.967159382618811 0.070992515369580692 2.2019233343356794 -1.2327249737626162 -0.34463106109066449 1.0085958590353747 -1.4505860687758494
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 13 5 9 7 8 -7 10 -3 26 -13 14 15 -4 17 -5 22 20 21 -20 23 -11 -24 -6 29 28 -28 -12
right_child=1 4 3 16 25 6 -8 -9 -10 18 11 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.7568883898630228e-05 2.3219160387031661e-05 -6.4748063476594207e-06 -4.9880062021120285e-05 0.00028703517932061981 -0.00014200019506371551 -0.00014922822482284472 -0.00029938317329201471 0.00033614538186371208 0.00098954291440953284 2.9268358239515314e-05 0.00092680511110891043 0.00020244633119376868 -5.1246876287745034e-05 0.00098582785212204317 -0.00028115849537923762 0.0012363852204503049 -0.00020198169023344489 -4.2413724513214988e-05 -1.9205944570326161e-05 -0.0001025134674000112 0.0013855778446462421 0.00025492688375202668 7.6932445363118239e-05 -0.00097355180049841627 -0.00037955168782279573 0.00053737526505325342 0.00013578008475951237 1.0212389065095682e-05 -0.0003042696102866183 -0.00057348716591250327
leaf_count=94059 13044 48688 733 1065 8820 2930 3236 768 71 48881 47 8756 1778 75 9327 108 4007 9191 43166 19014 45 1296 743 113 1054 247 13049 26566 585 469
internal_value=0 -0.00502319 -0.0621336 -0.11287 0.00193079 0.00554733 -0.136092 -0.0173826 -0.114899 0.00931246 0.0329528 0.0689991 0.163278 -0.22914 -0.243544 0.180662 -0.0597507 -0.00545702 -0.0112768 -0.0378102 -0.0098219 -0.0113762 0.0194931 0.027826 -0.1935 -0.12313 0.0426521 0.0475069 0.119127 -0.418462
internal_count=361931 267872 37550 24506 230322 221255 7005 3769 3001 214250 99938 51250 10534 10243 10168 841 14263 10256 114312 63521 44507 44462 50791 48994 1797 9067 40716 40200 13634 516
shrinkage=0.000980392


Tree=3732
num_leaves=31
num_cat=0
split_feature=785 1458 21 67 254 1260 1324 1076 213 779 113 746 540 929 326 569 1114 907 702 852 990 482 1465 1465 1450 1450 1457 1464 1454 1459
split_gain=23.93 19.9575 23.9714 22.3451 26.8052 20.1273 20.0357 19.4191 24.7321 22.1587 21.0418 20.7611 21.1433 22.9565 20.6806 20.5168 19.0309 18.7447 19.5041 18.3869 21.9574 26.5269 18.3486 28.8354 28.6023 44.4356 25.164 26.0154 21.3911 24.2715
threshold=-0.86283290253235112 1.8992776531617575 -3.2545899522946695 1.0000000180025095e-35 2.3914426075998607 -0.57932800636437098 0.35999974509369692 1.0000000180025095e-35 1.1638255135363977 0.28487327713505095 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 1.0000000180025095e-35 0.65872944223055041 1.3590893837459439 -1.188739753900234 0.23378655863657213 1.8498805643660443 1.0000000180025095e-35 1.09266583130301 1.4939429534082385 -0.32159838348241315 -0.17812979263601394 0.13839823161113457 -0.62314278622779262 2.0036930653714298 1.20947575187956 0.29389689997288809 0.84568063206599431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 10 9 -9 11 12 14 -14 -4 -13 -11 -8 -19 -5 -21 -22 24 -24 25 -3 27 -27 -26 -30
right_child=1 22 3 19 5 6 17 8 -10 16 -12 15 13 -15 -16 -17 -18 18 -20 20 21 -23 23 -25 28 26 -28 -29 29 -31
leaf_value=4.0781518738607124e-05 0.00042367913500677523 -4.108971416956949e-05 -0.00020136335886741268 -2.5090269735591385e-05 -0.0001689664849065794 8.094458074855549e-05 0.00059832595846857266 -3.4205382369018211e-05 -0.00019887957355138597 -0.00040445719208456786 -4.6726392775599955e-06 -1.2966848459110159e-05 0.00010745637500445457 -0.00033061317447136184 -3.2561901170019875e-05 -0.00019960148571425028 -0.00011168246442241304 -0.00012597949450260401 0.0019353437874519007 1.3039315962532986e-05 0.00010953321442743666 0.00059323599346780965 -0.00062952735906710011 1.2275461276387275e-05 -0.00028550716179422082 0.0006509488615877194 -0.00034501924884768536 -0.00019246490805097661 0.00030014159737854959 -0.00013198986132522867
leaf_count=29559 561 1176 19462 62789 1038 2810 803 46964 10305 1743 72616 31720 3661 986 5262 3706 20178 371 21 28170 4779 495 367 7449 948 1369 158 203 1227 1035
internal_value=0 -0.0245013 -0.0287047 -0.0296269 -0.0442713 0.12013 0.191402 -0.0487329 -0.081901 -0.0645704 -0.0322775 -0.0644391 -0.120378 0.0285708 -0.15472 -0.0305881 -0.136914 0.428514 0.00633287 -0.00251869 0.0378458 0.162425 0.0554792 -0.0157325 0.142407 0.293499 0.498492 0.572262 0.000580936 0.107057
internal_count=361931 332372 318440 317879 221646 5043 4005 216603 79190 68885 137413 64797 29371 4647 24724 35426 21921 1195 392 96233 33444 5274 13932 7816 6116 2906 1730 1572 3210 2262
shrinkage=0.000980392


Tree=3733
num_leaves=31
num_cat=0
split_feature=545 959 1094 1361 51 112 410 905 12 795 705 470 321 771 660 361 395 1370 69 671 484 702 646 1174 1294 1051 144 1320 833 154
split_gain=21.8779 21.0845 24.4105 21.6341 20.9648 23.5711 22.1601 22.9947 24.2816 20.7735 29.0611 25.6547 21.5488 19.4903 24.3232 20.2579 19.4658 19.8092 24.8558 19.3194 22.2748 23.7209 21.8669 20.687 19.1879 19.1131 19.0042 19.7492 18.539 19.5672
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 1.0000000180025095e-35 1.8613588887694643 2.2718117149406565 1.0000000180025095e-35 2.1634110522059333 0.78777253974931549 -0.29258408639884992 0.28191752204954684 0.66595742291584703 0.46728705763592832 1.8821439160418587 -0.72421686037558375 0.061646475980220342 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 2.6425086185778714 -0.38529859338704892 0.82247273120287534 0.52332193018248507 4.967159382618811 2.2019233343356794 2.3864150127511103 0.5591401735916004 -1.1902160690011778 -0.0040314234334313873 -0.75399167679418067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 16 5 9 7 8 -6 10 -3 13 -13 14 -12 -16 17 18 -4 20 23 25 28 -11 -7 -22 27 -5 29 -21
right_child=1 4 3 26 6 24 -8 -9 -10 19 11 12 -14 -15 15 -17 -18 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.6526356016030643e-05 2.5075957471368659e-05 -4.153861964451952e-06 -4.8436391645459873e-05 0.00028794474028626707 -0.00012842757383219893 -0.00014621871873798939 -0.00028366833304513888 0.00099717525995336146 0.00036498191484869545 3.2158493932557601e-05 0.0001158396595269063 0.00020399939375862232 -4.9821156814907362e-05 0.00013065872620714135 4.4133194869206945e-05 -8.6688727484213285e-05 0.00098239920467337928 -0.0002794203224980658 0.0012296030387566948 0.00069776785449464547 -1.1742008879038249e-05 -9.8418646283269745e-05 -0.00038143199812821121 -0.0009609811314078918 0.00054158411603027806 0.0002605209879059551 -0.00020004736116702447 -4.1035398289715834e-05 -0.0002600241563431624 6.2381004813308824e-06
leaf_count=94059 13044 48688 733 1065 3134 8614 3369 87 624 48847 8222 8756 1778 9547 11741 11206 75 9327 108 201 42320 18670 1358 112 244 1287 4007 9191 780 737
internal_value=0 -0.00239808 -0.0604293 -0.111279 0.00466578 0.00814188 -0.126865 -0.011341 -0.043744 0.0120545 0.0354878 0.0716767 0.164832 0.0456427 0.0187408 -0.0199362 -0.227504 -0.241903 0.180945 -0.00836541 -0.0033429 -0.0323 -0.174178 0.0308208 -0.126712 -0.0037122 -0.0582129 -0.00409955 -0.0249715 0.166731
internal_count=361931 267872 37550 24506 230322 223108 7214 3845 3758 214250 99938 51250 10534 40716 31169 22947 10243 10168 841 114312 111236 62277 3076 48959 8858 43607 14263 10256 1718 938
shrinkage=0.000980392


Tree=3734
num_leaves=31
num_cat=0
split_feature=21 614 1077 1055 1190 1468 1400 1315 1247 1455 1389 1457 1455 1457 1449 1454 693 943 18 85 288 1260 1454 1458 843 84 1216 1183 899 1458
split_gain=12.2495 12.9509 21.5964 19.9312 18.976 20.5925 19.7584 21.4288 21.6806 17.6952 33.0665 23.8711 45.269 18.7629 27.3701 27.9068 18.1967 17.9958 21.8308 18.7858 18.7022 18.2753 17.9515 17.4956 18.0524 17.6592 17.6394 23.0989 20.1801 17.715
threshold=-3.2545899522946695 -0.75411934043310735 1.4357019976763823 -0.1703334890736157 0.039649700417053145 2.7220206540297416 1.3666966813194341 -0.54507179372918835 0.70399364165873635 0.14145834482007744 2.6801102153821232 -0.20187622828330223 0.15570169491508137 0.02373205303704019 -0.4886477565438177 -1.0247127271972578 0.075788481006122413 1.0000000180025095e-35 0.71258226868708097 0.78454646681666462 -1.0093846186718982 -0.31523155527812402 -0.94795818613911831 2.6054386111478895 2.539957888746601 -0.42872821225360697 2.3855481443271001 -1.0563724864278994 -1.1857387149464997 -0.71693843586677841
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 6 7 8 -4 10 17 22 16 14 15 -14 -13 18 -2 20 -20 -22 -11 24 26 -26 29 28 -28 -3
right_child=1 23 3 -5 -6 -7 -8 -9 -10 11 -12 12 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.014526679716585462 -0.00064984445308963667 0.0020619163435449529 0.011179757415218521 0.012225021394261763 -0.0092106384772808435 0.051603112818193457 -0.03863295689265233 -0.0037439149813060374 0.056025281194389889 -0.041838909736891715 0.018159864476946161 0.019836866755076468 0.062735018643678447 0.00015323675439934156 0.01811823800263709 -0.011870454943613801 0.070697394376404127 -0.0065200619807849044 0.008018876432303949 -0.027425078362387376 -0.0020105470974844208 -0.018598029924591957 -0.0027070142424727691 0.0060876823117816913 -0.0040440304086808215 0.017892858589209634 -0.028782255826496503 -0.009561677113667684 0.013570678351996502 -0.00046490800318229887
leaf_count=716 29848 44100 854 3630 2398 102 209 1470 159 265 1144 305 53 10741 2231 1051 166 30232 1256 987 2245 2407 15188 5193 740 1190 268 7143 1201 194439
internal_value=0 -0.00630852 -0.0313568 0.0905209 -0.00678861 0.124428 0.0760067 0.128345 0.38001 -0.0426905 -0.0673943 0.00738496 0.0781318 0.0539227 0.214124 -0.118597 0.865908 -0.0754112 -0.0406107 -0.177885 -0.12533 -0.202825 -0.0640177 0.00171334 -0.00127213 0.208144 -0.00308182 -0.122456 0.155974 4.70769e-05
internal_count=361931 361215 106941 8822 5192 2794 2692 2483 1013 98119 68119 30000 14547 14076 3335 1104 471 66975 36743 6895 5908 4652 15453 254274 249081 1930 247151 8612 1469 238539
shrinkage=0.05


Tree=3735
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 858 734 765 816 754 702 1464 1464 1452 1256 1458 73 609 1429 1382 479 874 907 1449 690 1451 1296 1231 1457 1449 1466 427
split_gain=12.2391 27.3633 18.945 16.5229 16.3904 17.8196 15.9695 22.8914 28.3213 22.6768 33.0764 28.4037 22.2643 20.8488 20.6586 20.4541 19.6141 22.1468 19.464 19.4602 18.2746 19.898 25.2512 22.65 31.231 21.391 19.8206 19.4133 19.799 19.2919
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0825608069246189 3.0820683777490774 -1.0215762428264707 1.0000000180025095e-35 2.3218875611781908 -1.545032275651383 0.8583001730456562 1.3915335900613592 0.035190787561703366 -0.16548539258579079 -0.40093626605592042 3.4479622598162134 2.9086430321303127 2.3786855490508545 -1.2717482033835055 0.21059245734766685 1.4669069232400107 -0.69784808892615657 0.15253467723479217 1.1669789916079198 -0.19880594325380005 2.0147228389442233 -0.55512259543958953 0.22063977688400369 4.5834775641515471 -0.27546937187240134 -0.20079810104626961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6 -3 9 12 15 -11 13 -9 -12 -10 16 20 -18 -13 -17 -8 22 23 29 26 -26 -25 28 -23 -22
right_child=4 6 3 -5 5 -7 7 8 14 10 11 18 -14 -15 -16 19 17 -19 -20 -21 21 27 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0033890883571561837 0.00019133390642047375 -0.0018444731330829725 -0.0046583941907810704 0.0020847588385156626 -0.030588546017534177 0.012212928827791781 0.0072483805667179022 0.068947247096629943 -0.019825662773021519 -0.012799689625795703 0.0077396781808785524 0.01559384817563036 -0.021448617295716461 -0.017378352642828492 0.075464256360110088 -0.014607811546026342 0.036803821435284649 -0.027031369985429946 -0.0085687670182653698 0.043483515606885771 -0.00089009891525001009 0.011533313761272 -0.011338275648506847 -0.0086854118038325687 -0.005866722022006856 0.042175622823961839 0.0040369104628359574 -0.039140346096399603 0.00081664435286499845 0.0088214945009886924
leaf_count=4504 195784 37776 64296 5888 128 1913 10883 83 1989 3083 607 1640 77 1147 42 1120 113 573 548 60 4641 4962 2356 5416 176 273 2143 112 3578 6020
internal_value=0 -0.0218833 -0.0632633 -0.0777617 0.00610186 0.195409 0.0030538 0.0272168 -0.249936 0.0352283 -0.079928 0.0486802 0.689741 -0.165378 -0.353995 0.0548813 0.0634846 -0.356145 0.205872 -0.222888 0.0691147 0.0397057 0.00144506 0.0283288 -0.0624543 0.482041 -0.0989024 0.127802 0.139729 0.0960886
internal_count=361931 164106 74688 70184 197825 2041 89418 51642 2191 49451 7025 3942 160 1754 2031 42426 41246 686 2188 1180 40560 29677 21025 18669 8008 449 7559 8652 8540 10661
shrinkage=0.05


Tree=3736
num_leaves=31
num_cat=0
split_feature=1440 740 338 678 161 362 1186 224 1108 75 1241 20 1147 365 123 703 769 845 1257 621 419 140 1455 639 0 100 623 1322 1244 693
split_gain=12.0977 15.081 19.5731 16.6408 16.3866 17.9664 25.9241 16.4738 17.4055 19.9701 23.5084 17.3393 17.26 26.7565 15.669 22.4374 21.5748 20.0458 18.9355 20.0038 21.3812 18.9713 18.196 19.3675 18.101 17.4703 17.1426 16.8053 16.7021 16.9473
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.67742393113063393 2.9016603484412591 -0.84422245453792399 -0.850994810421137 0.18493620206871758 1.6626207205187258 -0.43631421956799316 1.2578846110660231 -0.46200470104960917 1.8262003975445349 1.0000000180025095e-35 0.95034020203296155 -0.42820380618892773 -0.39150221021765513 0.92216168400291432 0.86768600417195574 0.48050244146594701 0.27925889231723316 0.23732456394911025 0.65668698671723769 -0.1280171730956722 -0.80020456879022039 2.5287934922252693 1.2289641465594345 1.2829615219993695 0.48095297404225906 1.565396721726154 1.2219077499161206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 14 5 6 -2 -6 11 12 -11 -9 -10 -14 16 -16 22 -17 19 20 -18 27 23 -3 28 26 -21 -22 29 -25
right_child=1 3 -4 -5 7 -7 -8 8 9 10 -12 -13 13 -15 15 17 18 -19 -20 25 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.2898427046618144e-05 0.10891017822751883 -0.013646354169430976 -0.0025573684052826902 0.055090160139546408 -0.017321318136869997 -0.0017023745473445395 -0.03802350462201376 0.018197521519434639 -0.04027209245241798 0.13858861491522761 -0.020201759632954515 0.12110446542545619 -0.0070208119227665863 0.18043619637447567 -0.0098246648133154344 -0.0021581878090255174 0.015362162059546533 0.013429264340914696 -0.0091245711184372823 -0.022301063932463592 0.072669439092038587 -0.0047383264533927341 -0.0065380312831692464 0.010980657670940199 0.05325521633668804 0.041955604186428554 0.052575815352861002 0.011625972114960841 -0.018506343918395382 -0.013589386748701238
leaf_count=313467 49 825 15029 51 6523 443 33 361 623 32 63 26 189 36 5155 6832 868 1486 454 403 242 88 3707 3775 120 101 41 87 360 462
internal_value=0 -0.0436318 -0.0978233 -0.00521137 -0.237375 0.252662 1.25417 -0.281774 0.0871989 -0.242151 1.10634 0.600468 -0.478271 0.510149 -0.00875802 -0.0646291 0.0576227 0.009544 0.268645 0.377015 0.535277 0.952921 0.00467165 0.0917163 0.148243 -0.0277242 -0.257305 1.1813 0.123975 0.166627
internal_count=361931 48464 23407 25057 8378 525 82 7853 1330 943 95 387 848 225 25006 13473 11533 8318 2284 1830 1285 417 9249 5542 4717 545 444 329 4597 4237
shrinkage=0.05


Tree=3737
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 1469 21 1358 21 1117 647 590 1452 588 1115 153 497 498 1104 570 1421 214 889 981 910 913 84 560 747 907
split_gain=30.285 21.7684 22.9247 27.0743 29.627 21.7407 26.4512 22.4778 22.8605 21.991 21.422 48.1213 21.1862 26.712 21.4931 20.3306 20.1839 26.0381 20.059 19.5266 19.981 19.48 19.2538 20.7183 19.0482 18.9835 20.8355 19.9086 18.7149 18.827
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -1.0588145806293296 -0.13431221002227373 1.0000000180025095e-35 4.5933813388752975 -1.2591097148690287 -0.87782724458594241 0.58895901036483078 0.31080832553362553 -0.31407487021714353 -0.31507161516632848 2.2618202995727885 0.13067971497466105 1.69116793757109 0.63515767152532354 -0.4998781572545779 1.0107116206971127 0.18296254812788182 1.3149075955530187 2.543085592592472 -0.37126014683178593 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 0.34871943973277292 3.0421924527387119
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 16 25 6 9 -7 -9 -2 11 -3 13 14 -11 -15 17 -4 -19 20 28 -14 23 -8 -16 27 -27 -5 29 -12
right_child=1 10 3 4 -6 7 22 8 -10 12 19 -13 21 15 24 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.8617856044872628e-05 -0.0001259569556577282 -5.5486466981545708e-05 -0.00031320806874685694 -0.00041658549395826613 9.6796602437668422e-05 -6.5116330932983929e-05 -8.0263189092194811e-05 -1.2981546554397677e-05 0.0010211993254860313 0.00013591593797581802 -3.4458885559448872e-05 0.00039779708133449711 0.00030095815601340357 0.00016514310704756331 -0.00045875235677433885 -0.001055839469556324 5.2688474106747833e-05 6.632796305564477e-05 0.0014386945000987804 -9.4948823189057785e-05 -0.00023419407141987499 3.4182620092712623e-05 0.00018308803167720093 0.00058118295201011231 -6.4452390541064873e-05 0.0003624513497196338 -0.00074484755974739165 4.1333362654025156e-05 0.00014243301335136862 0.00067581958351798439
leaf_count=29559 2379 4821 2623 676 21461 67524 11643 105251 76 1403 24941 1384 3559 4767 1021 68 1899 198 53 61493 2973 1824 1551 199 1567 107 458 2130 4074 249
internal_value=0 -0.0246835 -0.0136551 0.04275 0.0706075 -0.0227719 0.0305719 -0.0333917 -0.0121269 0.0891993 -0.0579315 0.0764324 0.118183 0.0510846 -0.0896529 0.153119 -0.113931 -0.242486 0.395636 -0.0687132 -0.0180118 0.220829 -0.0402372 -0.0696282 -0.210079 -0.129409 -0.529018 -0.0562409 0.000506709 -0.0281733
internal_count=361931 332372 232437 29605 24832 202832 29981 172851 105327 16588 99935 6205 14209 8826 3991 4835 4773 2874 251 93730 32237 5383 13393 11842 2588 3371 565 2806 29264 25190
shrinkage=0.000980392


Tree=3738
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 497 498 1104 647 590 913 84 560 597 1467 714 588 906 588 689 421 290 1443 852 923 1452 706 1365 513 746
split_gain=22.5145 18.5139 20.4722 26.3644 29.5028 19.8369 25.6608 20.0316 19.4137 42.5555 18.8409 20.6922 20.245 18.6151 19.2003 18.8179 37.7078 29.5215 26.2715 25.0183 23.8517 21.9379 24.4998 21.1227 24.2001 22.6632 21.4469 21.8417 21.0477 28.9576
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 0.63515767152532354 -0.87782724458594241 0.58895901036483078 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 0.71188872395471614 -1.1110989058077336 2.6287012352426902 1.979635823759073 1.3123186738111605 -0.22706799479215015 -0.86449023226567734 3.3900475580725948 1.7192239619957821 -0.42638832581415231 1.0454229551509682 3.6288968102052546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 5 10 6 -4 -8 9 -3 12 -12 -5 14 15 18 17 19 -2 -17 21 23 -23 24 25 -21 -26 -28 -18 -30
right_child=1 8 3 4 -6 -7 7 -9 -10 -11 11 -13 -14 -15 -16 16 28 -19 -20 20 -22 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=4.4557862740782678e-05 3.9009460693052017e-05 -4.6112312258745121e-05 -0.0003081998291488159 -0.00041853624295678219 9.8566156103899465e-05 5.5385125350791581e-05 6.7134967023814985e-05 0.0014411987392439058 -5.8621970446771181e-05 0.00038065828457776736 0.00036393895248491354 -0.00074169074629324328 4.4007393179696219e-05 0.00022677438375439115 0.00014233096962651027 6.2693524552923875e-05 4.5435733350503819e-05 -9.595661255567063e-05 -9.2091172998077448e-05 -0.00033960662487470276 -0.00043698117782161602 0.00017877118247428775 -0.00029657681952124465 -1.1744748277070138e-05 -7.7058401640403302e-05 0.0011777929861401118 -0.0001606842670137545 0.001092112238177202 0.00039852791369837177 -0.00042652659572368754
leaf_count=29559 42695 4821 2623 676 21461 1899 198 53 93730 1384 107 458 2130 1237 3115 13647 6941 45400 9073 2659 992 3253 649 40464 30653 40 159 158 1501 196
internal_value=0 -0.0187094 -0.00852645 0.0448752 0.072412 -0.11006 -0.237778 0.397037 -0.0494848 0.0787221 -0.127508 -0.526296 -0.0544994 -0.0171628 -0.0191235 -0.0222059 -0.0356788 -0.0460074 0.0153275 -0.0236122 -0.0397093 -0.0357912 0.116557 -0.0454877 -0.0906372 -0.313243 -0.0723594 0.55293 0.0976436 0.306033
internal_count=361931 332372 232437 29605 24832 4773 2874 251 99935 6205 3371 565 2806 202832 201595 198480 146712 138074 51768 92674 79027 78035 3902 74133 33669 2699 30970 317 8638 1697
shrinkage=0.000980392


Tree=3739
num_leaves=31
num_cat=0
split_feature=545 959 1094 1361 795 705 470 484 691 702 641 878 1466 1469 427 633 43 1051 64 980 1291 395 1370 69 144 1320 1035 1367 765 143
split_gain=21.8096 21.7683 24.2669 23.1943 22.1727 30.8358 26.8108 22.0808 21.9161 21.7805 21.4573 21.3294 22.0464 20.896 21.4655 34.2659 19.6378 19.9392 19.5583 21.2436 19.8572 19.1798 19.8596 24.8748 19.0087 19.9125 18.9383 20.055 19.6083 18.8382
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 1.0000000180025095e-35 -0.29258408639884992 0.28191752204954684 0.66595742291584703 -0.38529859338704892 0.34291078408764419 0.82247273120287534 3.9256961922190565 1.0000000180025095e-35 4.3648409664323795 0.28271063087949944 -0.51777360960278751 2.6267512487368179 2.2744972866152193 2.3864150127511103 0.58408534944085788 -0.66481406174213398 2.3812033167488225 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 0.5591401735916004 -1.1902160690011778 -0.79960299853447958 0.61047007421192445 -0.60172953184802191 3.435243591041409
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 21 5 13 8 18 11 10 16 12 -7 -3 -15 -16 17 29 -6 20 -20 22 23 -4 25 -5 28 -28 -10 -9
right_child=1 4 3 24 7 6 -8 9 26 -11 -12 -13 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.0697075200123309e-05 1.955945915877087e-05 1.5313210931487121e-05 -5.6420987195295709e-05 0.00028551186013017033 2.5757619668077062e-05 1.3273503008962799e-05 0.00015012484817823713 -2.6031137720603986e-05 -3.7137890651945628e-05 -0.00010897090768079781 0.00063367533643568627 0.00011545677419882992 -0.00089916580441464714 -0.00021215837311965813 -1.5242411941760996e-05 -0.00078499243112734908 -0.0002668519440672356 0.00024697410485815678 5.1143573236839447e-05 -0.0001988687935884517 0.0013941752735791794 0.00096054767047769806 -0.00028743103875131975 0.0012192796589557172 -0.00020279834893006783 -4.420757854825556e-05 -7.4708631635823618e-05 0.00020456872584608823 -0.00054488435736496741 0.0013426019795015052
leaf_count=94059 13044 34694 733 1065 47352 18933 11077 44493 834 20167 239 15161 138 5028 12894 312 2375 1349 1923 4542 56 75 9327 108 4007 9191 6414 1455 839 47
internal_value=0 -0.00680647 -0.0656289 -0.116197 0.000366346 0.0237919 0.0600629 -0.0202165 0.0343771 -0.0479108 -0.0218773 0.0599441 0.00697521 -0.0157361 -0.0804894 -0.0334519 -0.0253037 -0.0167727 0.0123557 -0.112582 0.0961734 -0.235994 -0.250231 0.171948 -0.0612671 -0.00723942 -0.0631448 -0.018668 -0.296364 -0.0250069
internal_count=361931 267872 37550 24506 230322 107779 54851 122543 43774 68670 48503 34232 19071 52928 18234 13206 48264 45889 53873 6521 1979 10243 10168 841 14263 10256 9542 7869 1673 44540
shrinkage=0.000980392


Tree=3740
num_leaves=31
num_cat=0
split_feature=785 728 21 747 1237 928 843 636 859 1185 365 923 320 334 628 249 898 182 324 606 1449 1465 464 699 1211 1456 1457 1457 1455 484
split_gain=12.2236 13.7449 13.128 20.3069 21.9514 22.6951 26.933 31.168 20.074 20.9973 20.8973 19.9921 19.7976 19.2856 19.5134 19.2369 18.9481 18.5783 18.4093 18.8378 20.0257 18.8912 18.794 18.7882 18.0818 18.0324 19.6136 23.3741 24.7182 24.9817
threshold=-0.86283290253235112 -0.49008176997875957 -0.70163543588998201 1.0000000180025095e-35 2.2873089397629531 -0.52992354128753727 1.2722732870070106 0.95721615165708862 -0.54135187694831066 2.6872478159930764 -0.3658382195106899 -0.86449023226567734 3.1329729150046788 2.3589082062198705 1.7208331881965053 2.3071270626897213 0.035232329335942454 1.8889444624477976 1.9327976829307019 2.1543936751333881 -0.59058716400980049 4.1805237560306479 1.6531610034819855 -1.5810438991072366 2.2247717691110709 1.9815654246374563 1.1644139362256081 -0.072181143369959858 0.46304910557563933 0.010529967436172091
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 12 5 6 8 11 16 10 -10 -8 25 14 18 -6 -5 -9 19 21 -21 -7 -23 -20 -16 -4 27 -27 29 -29
right_child=2 -3 3 4 15 13 7 17 9 -11 -12 -13 -14 -15 24 -17 -18 -19 23 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0052414092954867729 0.00080098465306258017 0.0026896442530440889 -0.0029297689382133192 0.0058122124151273064 -0.0093454962520168518 -0.00045316636083866631 0.020596785570198738 -0.0013981652640177949 0.0018536203471322668 0.024340073234792092 -0.0051548473660567784 0.0073582010186758725 0.01168235250121262 -0.013526330352725833 -0.01102547016639936 0.043070329905981558 -0.0053424423668748701 -0.0454843632874413 0.03523523183338003 -0.0061689000050422771 0.015562822284173446 0.024770531990377674 -0.038920202687285625 -0.0095903326083744272 0.022618878489763322 0.00013009585803112734 -0.019143384082334156 0.014537093597184051 -0.010784057390189816 0.049830171977417237
leaf_count=3396 91008 26163 94021 11393 6341 77950 1803 1887 10170 387 11608 4087 1156 2032 3929 114 2248 129 116 731 1714 472 52 3962 239 2770 416 899 356 382
internal_value=0 0.0376451 -0.00983714 -0.0185004 -0.00187086 0.00306299 0.0440508 0.156388 0.0173109 -0.0257769 -0.0352219 0.23228 -0.0463179 -0.0177048 -0.013394 -0.163811 0.0816402 -0.081848 -0.00661063 0.000475241 0.187562 -0.00582393 0.371291 -0.162058 -0.178727 -0.0506234 0.0892171 0.136841 0.356569 0.500298
internal_count=361931 29559 332372 241364 141364 134909 43712 7906 35806 22165 21778 5890 100000 91197 89165 6455 13641 2016 84997 80919 2445 78474 524 4078 4168 98844 4823 4407 1637 1281
shrinkage=0.05


Tree=3741
num_leaves=31
num_cat=0
split_feature=181 87 979 795 493 344 769 1341 347 1469 764 838 1326 142 932 913 2 1459 692 496 1053 9 850 908 355 695 894 561 1036 13
split_gain=11.9723 14.2076 18.906 20.5908 18.7785 17.3036 26.8694 16.6243 16.1858 16.1823 21.4906 17.6528 16.1423 17.0308 23.0243 15.7006 15.5261 14.9714 16.7842 18.4482 15.2208 14.7849 14.7494 15.3822 14.7367 19.8072 19.6476 18.3612 18.6973 17.3264
threshold=1.0000000180025095e-35 0.56076668980743449 1.4755368708648944 1.0000000180025095e-35 -0.083838112230895365 -0.37624325261769898 -0.68441601071382852 1.0000000180025095e-35 -0.90860170538104357 -1.2319146079207914 -0.41578106467721315 -1.1242692924680224 2.5437259655734823 -0.22819346175814634 -1.1533258067577827 -1.3993443602526965 0.23648848362425226 0.49900387419946662 0.71489092819190403 -0.92285029775547145 0.20511764368752941 -0.6568624016424246 0.6190413382504959 1.0608176165672314 0.08724307118961698 1.9852498915826156 0.62729360191039407 -0.8664948354579004 -1.01869384892599 -1.2353731899073639
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 9 4 16 7 21 -5 -2 10 -3 -12 24 -14 -15 -6 -4 -11 20 -20 -19 -7 23 -21 26 -26 27 28 -10 -30
right_child=1 2 3 5 15 6 -8 -9 12 17 11 -13 13 14 -16 -17 -18 18 19 22 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=4.9536198556328668e-05 -0.0051777272417641747 -0.013068574491375818 -0.049345853967138087 0.13579138879665217 0.13124368792505428 -0.02634206571146739 -0.025249873346507086 0.017418851102612751 0.038337758496332454 -0.010488406840451603 -0.048783641071708933 0.044159514058665146 0.047177685687622921 0.10479894608306173 -0.022484002105353788 0.014353975541640814 0.013681830606849433 0.0039751266638257121 -0.042342246084699296 0.028100019528191678 -0.019885820610565274 0.10964799015736591 -0.025433480350803769 0.10083201744200698 0.0040988462478555795 -0.024178141652230169 -0.0057559817455633015 -0.0011054149850618924 0.026597512136646941 0.0022610116737118344
leaf_count=286765 14133 276 198 41 23 23 115 28 280 11294 32 242 195 31 163 275 98 1221 88 341 902 48 71 41 13736 467 11186 16151 572 2895
internal_value=0 -0.035248 -0.112912 0.269582 -0.0102517 0.876926 0.402801 1.83195 -0.0185968 -0.138396 0.258724 0.684133 0.00246213 0.495462 -0.0820414 0.459868 -0.491854 -0.160804 0.0168268 0.398243 -0.101479 1.56186 0.566504 0.743341 -0.00205431 0.0657182 -0.0323224 0.0154617 0.17067 0.119556
internal_count=361931 75166 15357 849 594 255 186 69 59809 14508 550 274 45676 389 194 298 296 13958 2664 541 2123 71 453 382 45287 14203 31084 19898 3747 3467
shrinkage=0.05


Tree=3742
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 1467 597 900 497 498 714 588 906 588 689 421 290 1443 513 746 1241 852 923 1452 706 1365 934 763 698 416
split_gain=23.2177 20.5236 22.1714 27.2452 29.4367 20.191 20.1797 20.4538 19.9186 25.6799 19.7429 41.8294 31.7643 26.9137 24.7964 23.6477 22.4941 24.0569 20.9864 28.9664 26.9836 20.7767 24.5618 22.4008 21.844 22.0214 20.6586 22.3089 21.8286 25.3756
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 3.2089320700182484 3.1596628491584919 -0.63749923242861428 0.13067971497466105 1.69116793757109 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 0.71188872395471614 -1.1110989058077336 2.6287012352426902 1.979635823759073 1.3123186738111605 1.0454229551509682 3.6288968102052546 -0.67919258870259713 -0.22706799479215015 -0.86449023226567734 3.3900475580725948 1.7192239619957821 -0.42638832581415231 1.0000000180025095e-35 0.74314897286624926 -1.0506603748298609 0.90571909922259353
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 8 -5 6 10 -8 9 -4 13 12 14 26 -12 16 21 -18 -13 -20 -21 22 23 -16 -24 -26 27 28 -2 -30
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 18 -14 -15 15 -17 17 -19 19 20 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=4.0897500345530387e-05 1.7416280411733419e-05 -5.4584071894283486e-05 -0.00031238168490853438 -0.00012607970467940505 9.6927546311935186e-05 0.00014294824439053388 -0.00068131464541156808 0.00030576934435946543 5.1333202219972834e-05 0.00038386231872266128 5.7637438223451617e-05 4.761139621858549e-05 -0.00010303430137636458 -9.6905440714535525e-05 -0.00034449097700789627 -0.00043895725359128715 0.00017552136511776693 -0.00029511973204379461 0.00040007133785203872 -0.0016713183955362756 2.295325631550711e-05 -1.6609218290001224e-05 -8.1094856517697608e-05 0.0011621205555119524 -0.00016321371595651293 0.0010905496589984538 -1.1424148473623718e-05 -6.8433556147700226e-05 0.00013445761829900584 0.00042434276475246971
leaf_count=29559 6410 99935 2623 3371 21461 3145 106 1101 1899 251 13647 6941 45400 9073 2659 992 3253 649 1501 55 141 40464 30653 40 159 158 22565 4471 7676 1573
internal_value=0 -0.0233584 -0.0126494 0.042851 0.0708082 -0.0216181 -0.0247631 0.236851 -0.114421 -0.242119 -0.0268125 -0.0405851 -0.0514283 0.0115717 -0.0282293 -0.0442262 -0.0403313 0.113856 0.0997738 0.307694 -0.433161 -0.0501204 -0.0948062 -0.318532 -0.0764206 0.552347 0.0362888 0.0897665 0.126471 0.191316
internal_count=361931 332372 232437 29605 24832 202832 199687 1207 4773 2874 198480 146712 138074 51768 92674 79027 78035 3902 8638 1697 196 74133 33669 2699 30970 317 42695 20130 15659 9249
shrinkage=0.000980392


Tree=3743
num_leaves=31
num_cat=0
split_feature=1290 1470 281 1217 669 310 561 1458 69 1450 629 1322 1431 907 1110 531 1183 38 277 545 972 1385 859 789 1470 65 428 1047 1113 1099
split_gain=11.9012 20.0192 26.0588 19.2099 17.7926 18.0075 17.7442 19.4048 17.5104 17.088 16.1539 19.3535 15.4419 14.9884 15.5758 17.4366 17.3052 14.4344 14.4019 15.1048 14.7721 14.3955 14.2121 20.9346 26.5447 21.8445 21.428 23.5522 21.2378 20.2876
threshold=1.8124611990991408 -1.0470993467107601 -1.1563637504212994 1.0000000180025095e-35 3.5848725730164062 -0.97243347119870049 0.24712644870012909 2.8238293063641735 -0.36675794389770294 3.5286783351579243 1.6763192150694557 3.1721623009332593 1.8641952677858011 0.69735355718227787 1.4081164029061439 1.0000000180025095e-35 0.083937735912009079 1.0000000180025095e-35 0.40115015212700239 -0.73000852908365432 -0.20635126168164858 -1.3077164399702628 -0.54135187694831066 1.1248358748350926 -1.3545928909252491 1.3605314985471562 1.502772742927575 -0.48850300258794249 -0.36787805263213708 2.267999517429018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 8 12 5 -5 7 -4 -2 10 11 13 -3 14 -7 16 -16 -18 19 -17 -21 -8 23 24 -1 26 27 28 -26 -29
right_child=1 3 6 4 -6 9 21 -9 -10 -11 -12 -13 -14 -15 15 18 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.012612599442529543 0.0076887175143832923 -0.0077824040029593217 0.0049049560434690142 -0.030145717834492998 -0.024501386756215954 0.0039111701341742562 0.056778308997452898 0.052786540252748662 0.071768458844414559 -0.053942828063172202 -0.019934143536578179 0.092669040138267225 -0.039316953914583425 -0.0078416576137256746 0.015972317926649316 0.05834245078102434 0.075269995633257633 0.001734539354188807 -0.044384652427938154 0.031212624143699404 -0.034302498711047368 -0.020447284592783901 -0.0006445046137772718 -0.0035804212311024951 0.002473125063380246 -0.0023713505737646399 0.0086904273292362205 0.0035599195679167045 -0.004693371774282089 -0.013439197076706589
leaf_count=1504 138 9888 1585 348 524 4103 35 87 136 66 441 30 404 1367 284 91 151 50 105 80 115 622 231966 11721 10628 17700 5858 47987 12591 1326
internal_value=0 -0.0641066 0.124821 -0.0966978 -0.0049072 0.024406 0.0513011 0.16351 0.865803 0.0487345 0.0620765 0.0933077 -0.172171 0.0828486 0.142685 0.431607 0.710745 1.19827 0.0221387 0.278108 -0.0740464 -0.31209 -0.00202093 0.0193079 0.0304345 0.0355272 0.0500663 0.0388298 -0.024591 0.0651153
internal_count=361931 20650 2603 18047 7755 7231 2329 1672 274 6883 6817 6376 10292 6346 4979 876 485 201 391 286 195 657 341281 109315 97594 96090 78390 72532 23219 49313
shrinkage=0.05


Tree=3744
num_leaves=31
num_cat=0
split_feature=1022 1016 832 1094 1291 656 743 810 80 1318 1070 1175 496 770 911 738 100 1453 677 505 1322 1470 1469 1465 1451 1468 1393 1312 483 597
split_gain=12.1199 28.0535 21.9004 20.3813 20.4519 16.4839 17.8851 18.2432 16.6963 17.7297 16.5273 16.4802 22.0367 28.6582 16.3713 16.6697 16.7679 16.159 16.1563 20.7607 24.4361 19.6274 23.67 24.7418 27.8175 25.5036 21.1632 22.83 20.5609 20.5398
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2273445159281489 1.8810513901052739 1.1335042337638954 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.14982663769672661 -0.45031165091572017 1.0000000180025095e-35 1.4104946710041879 -1.012662746867403 -0.53435516260289262 0.53589373543328311 1.9295056354574502 1.2289641465594345 0.51954049301251548 1.0000000180025095e-35 0.62503261066003934 1.2244049851866226 -0.069427565105718306 -1.0116054822771126 -0.091264770101767909 0.39905032773487564 2.6066257441367156 0.27763218180431509 -0.14322846286481569 -1.8816986119036467 1.3592535390735871
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 18 -6 7 8 9 10 -7 -1 13 -13 15 -3 -17 -18 21 20 -20 29 -23 25 28 -24 27 -26 -25 -4
right_child=-2 14 3 -5 5 6 -8 -9 -10 -11 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.023317738000026331 0.00034262482147646593 0.0014495634935307959 -0.0019227068555604883 -0.01300102877679562 -0.015201622337861806 0.088921699344679861 -0.013145736655369767 -0.015661773603386376 0.0011307787380792475 0.014849526488232704 0.0040959612375166118 0.1845002982189243 -0.0085305716159544218 -0.013839398872588036 -0.0025503229196543551 -0.011958269394499692 0.026062355718702038 -0.033711101583864526 0.001026480097786091 0.0097299381302347245 -0.018806109504801237 0.00067766046890185274 -0.0057275196525794709 0.13125067973889326 -0.0026083422058642094 0.074679071810346317 -0.021086477774152235 0.058071907907922507 -0.022330153834224951 0.0089426454675931803
leaf_count=1882 190674 65729 23183 5225 6115 122 1660 666 585 350 63 29 139 29 21684 2594 372 89 9657 3031 1016 6133 11827 35 282 55 377 202 5323 2803
internal_value=0 -0.0208809 -0.0615577 -0.0546845 -0.0449852 -0.18974 -0.0272137 0.179892 0.369587 0.711243 1.31434 -0.366049 0.34521 1.84156 0.00434757 0.0218767 -0.160967 0.285808 -0.0305269 0.0370083 -0.0150099 -0.0574533 -0.117379 -0.178916 -0.341603 -0.102817 0.131165 0.498815 -0.433987 -0.0058902
internal_count=361931 171257 80789 78710 73485 9561 3446 1786 1120 535 185 2079 197 58 90468 68784 3055 461 63924 13704 10673 50220 24234 18101 6219 11882 861 484 5358 25986
shrinkage=0.05


Tree=3745
num_leaves=31
num_cat=0
split_feature=728 691 556 392 312 1382 1115 293 153 542 325 765 253 153 1043 839 1381 227 557 10 490 1370 12 1391 631 648 1176 626 835 769
split_gain=11.8458 14.5264 18.1652 24.8112 19.783 20.0903 19.711 20.3675 18.5865 17.7572 17.4804 17.7306 16.3629 16.2275 20.2449 18.7653 18.4852 16.0664 18.7089 15.7799 19.2342 17.904 16.0863 20.4543 17.9467 19.1024 18.0998 15.5107 16.3647 18.1433
threshold=1.0000000180025095e-35 1.4255342478983304 0.93534897807630613 1.0000000180025095e-35 2.2039299641339203 0.069802815060263715 0.57141668675911783 -0.64640979335727988 1.5578750432476265 0.77058560189116454 3.8083144551149997 -0.02885458041948433 2.9016593983595995 0.62562321730349346 0.88875391591829911 0.85256505592264265 -0.63793836381771385 2.6243203669197919 0.21280807704180146 0.62154750619327681 -0.19614700029876944 1.7737799021787686 0.20983804828468786 -1.0982123692315604 1.5421031238671861 1.0000000180025095e-35 -0.21935899125246547 -0.22463551720352318 -0.99937515224052365 0.61869700833419627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 -6 7 -7 9 13 -1 -12 17 -5 27 16 -16 19 -19 20 -3 -22 -21 -24 25 26 -25 -15 29 -29
right_child=-2 12 3 8 5 6 -8 -9 -10 -11 11 -13 -14 14 15 -17 -18 18 -20 22 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00089903275127870572 -0.0013858574723005699 0.00023314373357643579 -0.0072927449906748714 0.0031808451114044203 -0.0057721423913226228 -0.025869689365052597 0.061586200397963933 0.037536646661038287 0.01398144708163088 -0.0089351137608411502 -0.046050841122174502 0.0052045469269533439 -0.029332144731785411 -0.023906898593271775 0.05332972942350709 0.064176408724723508 -0.012972336577207142 -0.034866450417727991 0.0073020230148887035 -0.00075830396798549687 -0.0060517701522634429 -0.029619380365064996 0.049539055766526757 -0.029544626689662859 0.043859714221081897 0.020982367555143225 0.0045845288308473276 0.040642115755534752 -0.0090867584825825021 -0.052198197337927382
leaf_count=190639 109090 9358 13733 12091 492 127 118 128 1309 3682 285 169 549 982 69 73 224 545 230 4648 9333 660 191 349 160 546 684 153 1276 38
internal_value=0 0.00330521 0.00904036 -0.0433525 -0.120745 0.206723 0.57067 0.200058 0.0125023 -0.00836917 0.0170539 -0.48561 -0.0495022 0.0253457 -0.138924 0.348105 0.0719343 -0.0430191 -0.409029 -0.0335645 -0.0672169 -0.145545 0.0700412 0.240177 0.166584 0.0916913 -0.0992375 -0.224152 -0.0770301 0.5176
internal_count=361931 252841 225588 34495 14598 865 373 255 19897 18588 191093 454 27253 14906 2815 366 293 26704 775 25929 19351 9993 6578 1930 1739 1579 1033 2449 1467 191
shrinkage=0.05


Tree=3746
num_leaves=31
num_cat=0
split_feature=51 1152 330 1459 767 839 1185 430 15 1327 20 574 976 627 1258 58 554 1260 1173 1319 634 1455 14 986 152 1323 914 12 744 8
split_gain=11.5487 14.277 24.6584 19.711 16.844 16.3909 15.3094 15.2848 15.1428 18.877 16.2287 18.7579 15.0968 14.9835 18.1862 19.4174 20.292 19.1535 21.5093 18.8514 19.1101 18.3173 18.1239 20.4126 19.6792 17.6268 17.8749 24.3671 20.9953 20.925
threshold=1.0111847875080273 1.0000000180025095e-35 3.847662738988014 0.84568063206599431 3.1462871021196559 2.2388822210887276 -0.54685407337253078 -1.5598741367218474 -0.59117939292109389 0.16212163846920652 0.53109289027724038 -0.71454879228704005 -1.053714651665125 -0.1914732845409762 0.20709974490257935 1.8098813189051002 0.17731730734595086 -0.11904562018548354 -1.3217227059722008 -1.4426332212323278 -0.82798922339832326 0.21867417406107278 -0.52631671403177627 -0.25918801576637696 1.237403866890457 -0.76788633206863777 0.26878097323594136 -0.90285192091445121 1.3025484894158337 2.5472169006941101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 4 -3 7 -6 -5 12 10 11 -10 -9 14 15 16 17 -2 -19 20 -20 -16 23 24 -21 -15 29 -28 -29 -27
right_child=1 2 -4 5 6 -7 -8 8 9 -11 -12 -13 -14 25 21 -17 -18 18 19 22 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=3.5165445508476301e-05 -0.0035004406136705749 -0.0079588392622885942 0.081715452985448675 -0.04951658375661095 -0.030236431491211649 0.070065979076066459 0.12661701910952886 0.040307619422882232 0.039599101195715636 0.03739631517157551 0.037681500512980096 -0.020108808240656351 -0.016975801379241495 -0.010001510037096976 -0.0072620601552387705 -0.026880865673522377 0.01206864658787201 -0.039407266936368326 0.012357261292481695 0.043460021475626096 0.10666541387543321 0.0068141548871991173 0.00013567605099340302 0.0037400583635679172 -0.034102732622005909 -0.0052514113201303364 0.022155838123908828 -0.0027739250726214713 0.025449895593008066 0.038303305662019643
leaf_count=306947 5046 13759 35 95 24 52 22 80 94 355 151 415 616 5331 5473 345 4108 221 170 636 78 1871 1554 813 59 8341 1115 3640 360 125
internal_value=0 -0.0393242 -0.109183 -0.115728 -0.153426 0.127149 1.41837 0.0826751 0.133642 0.313543 0.0577927 -0.160275 -0.181823 -0.0146049 0.0337301 0.0917456 0.107318 0.0290234 0.187488 0.234456 1.1474 -0.0664793 0.188347 0.417366 0.729583 -0.0653669 -0.0214219 0.0980621 0.0102149 -0.0880368
internal_count=361931 54984 15698 15663 13805 1858 46 1806 1711 1015 660 509 696 39286 20374 13030 12685 8577 3531 3310 248 7344 3062 1508 695 18912 13581 5115 4000 8466
shrinkage=0.05


Tree=3747
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 570 1421 1022 1016 346 1249 1040 759 678 785 353 834 747 907 636 50 1047 759 1333 350 306 641 718
split_gain=29.4178 21.941 24.4627 22.175 21.8497 21.7742 49.537 19.4508 19.3624 18.6829 20.2549 20.4487 20.9921 25.1275 19.3767 18.8949 18.8243 19.8919 18.5859 18.3669 19.0575 18.0518 18.6736 19.3907 19.6772 19.216 18.0216 21.3702 20.9443 19.5154
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.4998781572545779 1.0107116206971127 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 6.0948733974029876 2.9970139449733542 2.5458802938288509 2.0780443506202029 0.34871943973277292 3.0421924527387119 2.4129057422810987 1.4829784501753427 -1.0794544675301283 1.4616517543220227 -0.70033788506809547 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 1.7690287660176487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 26 -5 6 -3 8 19 10 11 12 13 18 15 -15 -11 -18 -2 20 -7 22 -9 -24 -25 -26 27 -4 -29 -28
right_child=1 5 3 4 -6 7 -8 21 -10 16 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 23 24 25 -27 29 28 -30 -31
leaf_value=5.0065095516457092e-05 -0.00032792745896916367 -5.410695155075193e-05 -0.00015252204938460037 -0.0001154520193174635 0.00018719465451968157 -3.2454991427833044e-05 0.00040646527006774893 -0.00011332608016682329 -0.00022920241054098125 -1.0062452401567793e-05 -2.1358828458453143e-05 -0.0001888062927014173 -0.00020175195481673909 -6.2429867963748419e-06 0.00073452119507264643 0.00079607616226722467 0.00011461559680338632 0.0012238890505549937 0.0008895341029077923 0.00014315841673832118 0.00068344372956972055 0.00031380318361802647 0.00054490931826430846 -5.3448470695044201e-05 -0.00065994621689685065 0.00066176630987639618 9.191053271220179e-06 0.00017542307670566189 -0.00013921477362393377 0.00015328448412434131
leaf_count=29559 2747 4821 6553 1294 6301 24941 1384 56011 2973 98491 45923 14802 6707 16704 210 102 4444 66 95 4074 249 621 394 4080 72 315 18391 2409 1724 5474
internal_value=0 -0.0222206 -0.0111297 0.0363784 0.140103 -0.0556576 0.0800111 -0.0665486 -0.0158613 -0.0227197 -0.0506634 -0.099618 -0.0582399 -0.0195636 0.0128753 0.00274453 -0.00399944 0.136507 -0.285334 0.00238765 -0.0260759 -0.0946791 -0.0996403 0.0353911 -0.00528864 0.46522 0.0118416 -0.0678671 0.052615 0.0439292
internal_count=361931 332372 232437 42146 7595 99935 6205 93730 32237 190291 87290 41367 26565 19858 17016 16806 103001 4510 2842 29264 25190 61493 60872 4861 4467 387 34551 10686 4133 23865
shrinkage=0.000980392


Tree=3748
num_leaves=31
num_cat=0
split_feature=545 1430 1436 890 1260 953 789 65 928 727 896 834 284 678 1458 1470 873 615 277 705 1168 747 497 569 424 359 1260 1385 982 1098
split_gain=19.0597 22.609 50.0002 22.4057 22.3809 22.6251 20.9385 23.7286 28.7703 22.5881 40.0008 22.5792 20.5498 20.3921 22.5736 24.8443 24.1354 22.8468 19.2428 18.9912 21.8574 20.8977 19.3369 18.5568 20.3605 18.4472 22.9919 18.3549 19.449 18.2382
threshold=-1.0372938969678034 1.0000000180025095e-35 1.0000000180025095e-35 -1.0182342416987082 -0.90001655411195647 1.0000000180025095e-35 1.1248358748350926 -0.39289434837986426 -0.52992354128753727 1.0000000180025095e-35 0.73822046824604237 0.62756696423693648 -0.18061768198416384 5.4562307876106422 0.12934318160464789 0.92007089127680419 1.3467136707454657 -0.59108387774323179 -0.82535157218176236 0.67165941385979033 -0.28919238636343836 2.9062597313169154 0.28563760518921583 2.4608877605739004 0.58503454663482024 -0.54704045639460086 1.1523901514725912 -1.1543548518056148 -1.4635630377347824 -0.65750918523183322
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 27 -2 13 7 8 9 12 18 -9 -3 14 -6 16 -16 -17 -11 -5 21 22 -21 -10 -25 26 -7 28 -4 -18
right_child=1 6 3 19 5 25 -8 11 23 10 -12 -13 -14 -15 15 17 29 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.7136159469123329e-05 -0.00032740279347405954 0.00014973885240053658 -0.00065746177690759818 -8.2559481292054432e-06 -0.00015843518315239482 -8.4295171002028704e-05 -6.1615359672645629e-05 8.9992255689712399e-06 1.0658564024834608e-05 0.00038515418959161462 -0.00013796877982940611 -0.00010300907243827917 -4.6455895036277022e-05 0.00052503397819744595 -0.00010956519512335722 0.00066244757326821765 -0.00024872382196425118 -0.00012186467075689012 0.00016203516319136674 7.562844714139928e-05 -2.2495723317337853e-05 -0.00023509338084266247 0.00024150739477541068 0.00022526940305163927 0.0013371544910234126 4.9243120991842517e-05 -0.00074031530490677861 -0.0001447331479079082 0.00026239083050032236 0.00039394478437298016
leaf_count=94059 2631 3829 183 36734 30911 3513 16001 39810 48174 1980 1769 12206 6283 199 9676 536 330 371 10243 7911 7286 666 4852 510 72 9439 393 9250 1299 815
internal_value=0 -0.00605495 -0.0299285 0.00766142 -0.089263 -0.0787425 0.0123163 0.0218786 0.0458547 0.105446 0.159373 -0.0164153 0.0273894 -0.114023 -0.119516 -0.0248728 -0.0614935 0.364046 0.201372 0.022259 0.0732515 0.123079 0.142249 0.0154776 0.398196 -0.00181091 -0.137067 -0.104182 0.162468 0.2397
internal_count=361931 267872 126995 68181 58814 56183 140877 124876 72860 24104 13992 52016 10112 42838 42639 11728 10821 907 12223 57449 20715 13429 12763 48756 582 13345 3906 10732 1482 1145
shrinkage=0.000980392


Tree=3749
num_leaves=31
num_cat=0
split_feature=785 1465 1452 1108 1458 1465 1470 351 1178 1452 491 489 1397 1452 1397 21 207 363 77 493 345 1389 406 1449 1397 1455 496 622 977 20
split_gain=11.7332 12.8487 19.1588 13.4556 15.9981 15.5714 15.6439 19.2311 17.2064 16.7345 16.3288 15.2785 19.6187 15.1119 14.9639 14.9234 16.9378 17.1547 14.1013 14.05 16.4752 13.9177 13.5916 18.8646 14.5564 13.4378 14.7168 16.425 14.3899 17.1434
threshold=-0.86283290253235112 -0.41120921193798426 -0.62378512353724791 0.47654586786918468 -0.29018812659098675 -0.42261094208562427 -0.13250316391894681 0.35903306616730696 2.2933942963170515 -0.55184394829482131 0.33506761123938555 -0.20981297812072458 0.85212539835062029 0.8075782449106812 -0.7638346259473876 0.2439032738895319 -0.22394638347862564 -0.15502699914689108 -0.73693392290527715 0.70441705754582384 -0.32415194777310019 -0.77333828961548512 1.0000000180025095e-35 0.64252989808173544 -0.4781400360162481 -0.1280171730956722 1.3988015117879609 1.8802335887735444 0.83524675906803869 -0.54042928185921824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 6 7 8 21 -8 -9 15 19 -14 -7 16 18 -18 -4 -13 -21 -6 23 24 -5 26 27 28 -17 -30
right_child=-2 -3 3 22 5 14 9 10 -10 -11 -12 12 13 -15 -16 25 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0065714990645931691 -0.00044547603636516597 0.0037368537163205355 0.037787293497680785 0.0059152269662737398 0.01491072693832482 0.019858589545909189 -0.03406859116265927 0.030357336103988171 -0.077134508457471662 0.01611281497556942 -0.013336447180197612 -0.02676443686870757 0.020232386736490401 -0.060016843442575109 -0.080221323250741369 0.012260750555324816 -0.010402797206784232 -0.060002710877839309 -0.011435969183897188 -0.054977921495693999 0.023462466674018422 -0.013101848047528415 -0.026310975619108674 0.024307807499859738 -0.021355955342234632 0.023612539210252765 -0.089036876020071709 -0.08326781571811652 0.046618088033272498 -0.067930336416453047
leaf_count=3048 332372 17998 106 351 278 25 85 327 47 1408 156 1032 251 37 51 486 227 152 205 51 149 958 665 197 723 409 23 27 20 67
internal_value=0 0.0376271 -0.0203661 -0.0745439 -0.0277746 0.0785328 0.101904 -0.0400795 -0.182765 0.26569 0.333954 -0.139892 -0.305819 0.219475 -0.888523 0.00106007 -0.256117 -0.579474 0.124332 -0.430291 0.12135 -0.134258 -0.242118 -0.114412 -0.235953 0.165344 -0.0378006 0.0273054 0.104922 -0.753124
internal_count=361931 29559 11561 8513 6577 3335 3259 1766 1283 1493 483 3242 1520 288 76 1722 690 379 311 1232 200 1236 1936 1271 1074 1032 623 600 573 87
shrinkage=0.05


Tree=3750
num_leaves=31
num_cat=0
split_feature=785 125 57 21 1464 50 750 545 1470 497 710 1249 1214 728 900 1452 1470 1462 694 1115 1393 839 1120 1453 1467 767 560 20 685 834
split_gain=27.4154 20.6304 27.2336 27.0667 24.737 24.3013 27.3044 23.1668 23.0462 24.5121 22.7147 21.3782 22.0776 21.5035 33.5112 27.5414 28.9355 28.331 25.7959 21.3781 24.2699 21.1411 20.8902 20.8776 28.0184 21.484 20.415 20.0741 20.0409 23.0116
threshold=-0.86283290253235112 0.58518330826110332 0.72527224708021132 1.0000000180025095e-35 0.71492702701447042 0.55630078546380823 1.0000000180025095e-35 -0.73000852908365432 -1.3664195657027294 1.656418941702585 0.92690533579925805 0.82844637517049058 1.0000000180025095e-35 -0.49008176997875957 0.081690409880240483 0.79547082264194502 0.43911945032593663 -0.17984830888702588 1.4410699139383063 -1.3587696652164845 -1.1495079460197033 -0.70923529470750302 -0.64612629726127213 0.090414289886247015 -0.44899544734167229 1.2508882511085695 0.31550928654850913 -0.80198193805000739 3.1937759515711339 1.2378771213490212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 8 7 23 6 11 -4 -3 -10 -9 13 -13 15 -15 18 26 -18 19 22 -21 -16 -2 27 25 -25 -17 -5 -23 -30
right_child=1 2 3 4 -6 -7 -8 10 9 -11 -12 12 -14 14 21 16 17 -19 -20 20 -22 28 -24 24 -26 -27 -28 -29 29 -31
leaf_value=4.5613606914628463e-05 0.00059235502005576903 -0.00064168285646369529 -0.0001431049174419187 0.00038791974781660608 0.00024520721595092343 1.3383031877424172e-06 -0.00013687564025551891 0.00031129099792878158 -3.0542311420738284e-05 8.4175783925440146e-05 -0.00016625882505549392 -5.281306800426413e-05 -0.00019263998556623749 -8.2047539828526616e-05 -0.00010878886869680241 0.00021703910403649695 0.00084648161032726307 -0.00035604388054429607 -9.1433141153534516e-05 -0.00027997892326292473 7.3143048334199206e-05 3.1130201761730731e-05 -0.00015704682977534822 0.00022819325397744741 -0.00040497394817088977 -0.00080413600106614316 -0.0001409907179440457 -1.4699595365172441e-05 -0.00058559648777494822 0.00068030585567474035
leaf_count=29559 659 271 825 537 1471 62515 26822 3692 50505 9674 456 21718 12552 63313 8729 2592 482 109 10447 1143 8807 37065 288 611 1173 99 993 3766 904 154
internal_value=0 -0.0241707 0.00714986 0.0917152 0.0174704 -0.0352686 -0.0504055 0.210922 -0.0135892 -0.0107057 0.266229 -0.0405354 -0.100122 -0.0276857 -0.0436875 0.0308221 0.191527 0.636902 -0.00392156 0.0672693 0.0385415 0.00276299 0.396954 -0.0389538 -0.218204 0.0978743 0.117433 0.0378416 0.0250388 -0.402716
internal_count=361931 332372 73080 12630 7657 259292 196777 4973 60450 60179 4148 169955 34270 135685 110165 25520 4176 591 21344 10897 9950 46852 947 6186 1883 710 3585 4303 38123 1058
shrinkage=0.000980392


Tree=3751
num_leaves=31
num_cat=0
split_feature=50 56 1470 651 1380 1179 836 544 601 1229 771 980 115 1083 284 975 1043 829 1467 560 212 1455 1248 828 1469 1033 1461 1470 1121 1221
split_gain=11.6954 20.5584 16.1715 16.341 16.0106 18.1308 15.8655 15.8161 18.8653 22.1224 19.8544 18.8126 18.7129 18.3972 16.9865 17.9591 16.7119 17.9667 16.6123 21.5604 20.8597 19.6258 18.7861 16.6034 18.3574 20.3411 16.8389 23.3705 18.5418 18.796
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.1107569744011787 0.30011924729200168 -1.0633430964812243 1.1552611703230733 1.0000000180025095e-35 1.0000000180025095e-35 2.6861236952522742 -1.0580439810031448 -0.3268161672570728 1.3947035982071894 1.0000000180025095e-35 0.077954256401252212 -0.29468153874304787 1.6331856374152967 0.92389269359241011 -0.64269771874189019 1.9731369860575094 0.17843910185469228 2.8565720557184995 0.64297918494600526 -0.67877341504103106 0.93183573322248126 0.84107319681689874 0.56849382259836123 -0.04577421555075762 1.3115818422461887 3.5513468637286456
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -6 -7 8 9 11 -10 -4 13 -9 -11 -16 18 -18 19 21 -21 -13 -20 24 -15 -26 27 -25 29 -28
right_child=-2 -3 3 4 5 6 -8 12 10 14 -12 16 -14 23 15 -17 17 -19 22 20 -22 -23 -24 26 25 -27 28 -29 -30 -31
leaf_value=0.0034406381774030794 0.00032439033279860522 -1.3957845622875498e-05 -0.0093523479597970756 -0.0023785097463330644 -0.032355611909293168 0.017247855986057298 -0.018466620168481995 -0.0028926529441497765 -0.035784168478829322 0.042506107195819827 -0.0096528241990141168 0.0037644842417678074 -0.015279294772478969 0.02497267915303163 0.03011420264129951 -0.065538650669566753 0.0086910118215907401 0.06416331430851506 -0.0028013630427109696 0.0036825066888868437 0.11313167755911778 -0.054647926634191379 -0.018216309061839919 -0.015446088317996313 -0.027085836245092074 0.11640415857489179 0.0080462985749515936 0.0090561298904701243 0.082472847858919812 0.12655029316868271
leaf_count=4567 197382 90457 10700 3957 180 1588 211 15109 1379 216 13283 4182 3261 1539 46 56 524 100 6261 59 39 106 2037 1778 346 22 690 1754 82 20
internal_value=0 -0.0209392 -0.0590328 -0.0728037 0.0459285 0.214306 0.272273 -0.0894009 -0.12492 -0.0826122 -0.221779 -0.0944252 -0.0281968 -0.0029465 0.501872 -0.266577 -0.0297521 0.342361 -0.0540372 0.078437 1.17521 0.0463462 -0.126272 0.133882 0.370229 -0.310289 0.0337037 -0.0614911 0.392872 0.249869
internal_count=361931 164549 74092 69525 5936 1979 1799 63589 38988 24326 14662 24008 24601 21340 318 102 13308 624 12684 4386 98 4288 8298 6231 1907 368 4324 3532 792 710
shrinkage=0.05


Tree=3752
num_leaves=31
num_cat=0
split_feature=785 263 150 728 926 507 119 1470 1010 965 1392 1011 43 1254 1043 494 905 807 878 608 1110 979 279 1045 434 288 1454 264 1460 422
split_gain=20.2657 17.3173 26.3235 24.9929 34.2909 31.5989 26.9107 26.8417 25.447 24.1727 28.9813 23.0511 21.8287 21.6163 21.6052 21.4464 21.3224 20.6484 24.0434 24.605 24.0701 25.0404 21.7617 20.7797 21.9394 20.9611 20.658 19.9078 20.7227 20.0788
threshold=-0.86283290253235112 0.66115833724634121 -0.52571317712276111 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 -1.3072861918153278 3.0713252103476614 0.10980254379742337 0.33884867167867055 3.1117664249846109 1.0000000180025095e-35 -0.77879809762052277 1.4954872843060254 -0.025851480463167625 1.7723414479084203 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.60677017479697548 -1.548383945956544 0.67399173339163976 0.62667357349860431 1.6504836111777961 2.7655665054205345 -0.99563425846005404 -0.92193233685461917 0.9504607190545632 2.7615333441037166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 6 9 7 15 11 10 -2 14 -9 -12 -8 -5 27 18 19 22 -20 -22 -6 24 25 -23 -19 29 -29 -4
right_child=1 2 16 4 17 -7 8 12 -10 -11 13 -13 -14 -15 -16 -17 -18 26 20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.1790367445410163e-05 -6.0288230635792224e-06 -4.6149260427637119e-05 -8.987658819813132e-05 0.00036951309505778627 -0.00026079626946235048 0.00015408424316452118 -1.5125269358515253e-05 -4.9979673717976735e-05 0.00031347377744681243 -6.6156264304944381e-05 0.00050140637386071141 0.00028100366090430507 -0.00018561678982346961 0.00012098164988298777 0.00011214348124341929 -6.5647430146794584e-05 -0.00015235996329091245 -0.00088693699388262958 7.643662528131594e-05 -4.2835357687797538e-05 0.00033335974881005761 -0.00010904262881697907 -1.2614138956882852e-05 5.3594884048767678e-05 -0.00049879224466231273 0.00059488922545924657 -0.00014233962705562989 5.1204086229229072e-05 0.00020291388049128672 0.0010094213719797098
leaf_count=29559 17036 25045 5481 1184 15344 6453 64335 43653 1183 19348 879 1210 12081 4886 6510 949 2304 334 10224 12122 996 14462 3686 5246 938 202 22011 30084 4119 67
internal_value=0 -0.0182659 0.0119391 -0.0279741 -0.0399443 0.0187454 -0.0170756 -0.0611068 0.00942492 -0.00629921 0.0448904 0.00372929 -0.0739907 0.180009 -0.00203412 0.17932 0.0429935 -0.0820926 -0.0592553 -0.120387 -0.0178903 -0.0621704 -0.203994 -0.0782206 -0.120141 -0.100233 -0.154348 0.0544126 0.071771 -0.0744589
internal_count=361931 332372 67100 265272 216670 48602 131105 57867 73238 42149 22801 72055 55734 5765 70845 2133 42055 85565 63220 31152 32068 21844 19030 20848 15602 14664 22345 39751 34203 5548
shrinkage=0.000980392


Tree=3753
num_leaves=31
num_cat=0
split_feature=1147 785 729 852 1256 284 1469 21 954 566 906 746 701 217 705 1470 292 984 700 498 282 1034 453 696 1041 577 563 1193 694 0
split_gain=23.2987 24.8211 21.6626 25.3064 26.4081 23.8338 21.4373 21.962 21.2068 20.4905 20.1775 20.6407 20.1709 20.0896 19.8135 19.5198 19.3197 19.2502 18.5519 20.2986 18.848 18.5146 18.5052 19.9959 18.2494 18.2202 18.1672 17.6959 18.0832 17.6681
threshold=1.0000000180025095e-35 -0.86283290253235112 0.75637635299260908 1.0747610123934368 -0.6406676208460812 -0.051331712791455826 -1.0588145806293296 -0.13431221002227373 0.98873640907070304 -1.4845316319151738 0.2279960799088839 0.66766320980544069 1.9104626628360679 -1.3648263585627192 0.024944846130704988 0.78209301887286675 -0.81860263112637011 0.89773723085465185 -0.34245992346995252 0.59235351831561789 -0.57031624502177769 -0.45154495164290737 2.3178925073180721 -1.2594590792771041 1.8123759085271225 -0.9250398530534788 1.5259646835875491 -0.27728390290977584 0.54338789575909452 0.83453134651922112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 6 16 -6 7 9 -4 -3 12 -12 13 21 -1 -10 -5 27 19 25 -21 29 23 -15 -13 -7 -9 -17 -29 -8
right_child=-2 2 8 4 5 18 10 26 15 -11 11 24 -14 22 -16 17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.3960319592563349e-05 -5.8975730575947439e-05 -0.00025174104853300779 -6.1792359285647424e-05 -0.00029580138642478632 1.2934201720613963e-05 -2.2658737697121199e-05 -0.00029288405797797348 -4.7653796460732374e-05 0.00015679298331218509 0.00012496444364948862 -9.2854583954652295e-05 4.4343379110730024e-05 -0.00019433728304119318 -0.00024782383283339035 0.00010302555903788476 -0.00048618400908719998 -1.2634696313866833e-07 0.00067589862915245602 7.6895000216919149e-05 -0.00038398857329668501 0.00017923901055062251 0.00031258580647393385 0.00013427269340887121 -9.0345484969975213e-06 -0.00038424052351726312 0.00039951633879095497 0.00028491337548315257 0.00025513900310917772 -0.0012399369535597772 0.00069651861937959701
leaf_count=8762 71440 899 76401 1509 8242 525 568 10124 4094 11563 36774 8373 2918 2094 16169 717 4737 123 4931 336 1005 1898 4516 78510 497 2888 738 420 61 99
internal_value=0 -0.00912955 -0.0159511 -0.00351462 0.0609982 0.100488 -0.0142284 0.0450045 -0.0510888 0.106677 -0.0257546 -0.0667461 -0.00702729 -0.00117987 0.0574488 0.0859751 -0.0672477 -0.168215 0.168969 0.260686 0.0449496 0.201448 -0.00684325 -0.0143995 0.0227978 0.345462 -0.0246188 -0.264129 0.0986032 -0.129897
internal_count=361931 290491 265560 183744 24173 17927 159571 23324 81816 12462 136247 45644 90603 87685 24931 5415 6246 1321 9685 4754 1341 2565 85120 80604 8870 3413 10862 1198 481 667
shrinkage=0.000980392


Tree=3754
num_leaves=31
num_cat=0
split_feature=612 624 1462 74 1110 77 291 771 292 395 351 957 897 1319 1174 1260 421 1452 768 702 1312 1341 1038 693 1051 1238 627 970 1380 353
split_gain=11.7516 13.7599 25.0243 22.1394 17.0349 17.6342 15.4418 17.2874 17.8156 16.2014 19.4043 18.3775 17.2995 24.8598 18.739 17.228 15.6599 19.4921 15.4939 21.5771 16.3179 15.1691 15.1405 17.5076 17.9875 15.7611 16.5488 18.0051 15.2687 24.6246
threshold=1.0000000180025095e-35 -1.2867043653583499 1.1061400540281336 3.4049181668780508 -0.36278000327823834 0.51032863109770354 -1.3395772567125455 2.8315134421935393 -1.1291569449744425 1.0000000180025095e-35 -0.18000507691854953 6.1461395162251238 -0.42338122140687312 1.3169813296596915 -1.2810335615529156 1.1938910223575727 2.0081428386717 -0.46364472012358077 2.412986173586535 -0.14808249459158065 -0.61330456096460195 2.070382528650021 -0.26452232696419692 0.13036558904945567 -1.1682431880047373 1.6236383842237581 -0.97938435197629559 1.7557816769457466 1.0902553809209332 -0.40362856749673798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 8 -3 10 11 12 13 14 -8 -11 -17 -18 21 20 -20 22 25 -24 -25 26 27 -14 -28 -30
right_child=1 6 4 -5 5 -7 9 -9 -10 15 -12 -13 18 -15 -16 16 17 -19 19 -21 -22 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=-1.6935181534972387e-05 -0.013982226894695474 -0.0036042737220101095 -0.008912537190150947 0.088136271245310246 0.057016052397716302 -0.020330824043031635 0.072459236188013296 0.056814015534715913 -0.022225069084965715 0.0030977423367139923 -0.0090747757064759803 0.091840410541809608 0.047789408825976917 -0.04393811123602586 -0.0054124586055020116 -0.010850848315690735 -0.063341090180827064 0.072943346858955899 0.1214896076479734 0.15778992812663198 -0.027073801464698621 0.034818257284211986 -0.015394817945840239 0.064987925584385792 0.0022799959527743155 -0.021642093272508135 0.006644085507801982 0.23260902869784658 0.00045637610081376536 0.088634012375603533
leaf_count=316437 5713 2830 294 32 245 82 48 53 1889 15279 8096 49 135 328 3130 2281 31 69 22 22 58 207 1396 58 1051 464 1383 25 141 83
internal_value=0 -0.0458252 -0.186399 -0.259827 0.357186 0.7836 -0.030272 -0.188234 -0.211628 -0.0130206 -0.0801425 0.010574 0.00153802 -0.157335 -0.0759624 0.0342276 -0.173012 0.832848 0.0997966 1.19 0.331979 0.0790404 0.0424698 -0.0925253 0.133469 0.219278 0.307282 1.29163 0.237805 0.881628
internal_count=361931 45494 6366 5745 621 327 39128 4772 4719 34356 16696 8600 8551 3506 3178 17660 2381 100 5045 102 80 4943 4736 2505 1109 2231 1767 160 1607 224
shrinkage=0.05


Tree=3755
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 901 1353 1396 858 678 1434 1010 1331 768 89 419 1459 217 264 276 646 557 634 343 697 9 690 1470 156 560 414 1393
split_gain=11.6603 25.9006 17.7983 16.8573 18.3333 17.7462 15.746 16.0212 16.3022 18.9636 18.7481 18.0931 22.6393 20.3177 17.7423 23.1547 18.5625 20.5439 21.7835 20.2225 19.4034 19.3445 19.2819 18.3294 16.7794 16.7151 16.5247 16.3547 19.2697 17.1486
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 -1.0110932026526658 1.3181187084022394 -1.698418385491715 1.0825608069246189 5.4562307876106422 1.0000000180025095e-35 1.0000000180025095e-35 0.44187112621082458 -0.90658257595720759 -1.5357179932365546 1.0284015085368805 1.7525702937073808 -0.57091320411729396 1.0406688472030448 0.70688817896914014 -0.90637096434068598 -0.20849089402122725 -2.0401806583483713 1.3382816563602551 1.0703121206064079 -0.96916563852581039 2.8343683854374024 -0.55826345590823923 -0.90537492093500049 0.32859582101831702 2.6736908890199849 -0.21433227219713236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 9 10 27 13 -13 -12 16 25 17 18 24 21 -19 -18 -21 -17 -11 26 -16 28 -4 -30
right_child=-2 -3 6 4 -6 -7 -8 -9 -10 14 11 12 -14 -15 15 23 19 20 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.021921061541737612 0.00033380666380999565 0.00018089736911348225 -0.012170845724898688 -0.067724724325520347 -0.052415179830793537 0.0033992709714237091 0.0020990057471697225 0.025140025003748942 -0.0019053509195470165 -0.018858810346300756 -0.010518448448773759 0.14211738672503652 -0.024372988244344796 0.053080640814949412 0.085027486492230089 0.049123625193490145 0.0064081189362488918 0.22713112455543266 -0.0030080988847309624 -0.02586610519319418 0.005944435338136508 -0.052103531280144111 0.021318577017693931 -0.011635139219557144 0.11445798691565412 0.069605391211278317 0.0021611290384047164 0.00046772643467868716 -0.015128355019090729 0.080793575477527357
leaf_count=499 197825 89418 10098 61 76 2853 5993 191 23242 2996 540 22 4678 114 31 96 922 21 12023 1754 3538 102 157 587 29 110 214 3545 105 91
internal_value=0 -0.0206502 -0.0609429 0.0837108 0.0230656 0.0486355 -0.0733005 -0.0881907 -0.0915277 -0.129305 -0.207915 -0.383831 -0.469718 0.0770575 -0.0783241 0.238476 -0.0978353 -0.0611454 -0.109058 -0.284949 0.128531 0.00829876 -0.440523 -0.0595878 -0.355915 0.70497 0.330272 -0.150664 -0.223437 0.775589
internal_count=361931 164106 74688 3489 2990 2914 71199 65206 65015 41773 19193 5354 4700 654 22580 1038 21542 18607 15048 2935 3559 1024 1911 683 3025 355 245 13839 10294 196
shrinkage=0.05


Tree=3756
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 727 382 791 746 762 1256 395 507 858 924 1252 978 633 921 590 579 760 1121 234 695 698 766 1462 214
split_gain=24.3487 20.9263 24.529 26.8824 27.7892 45.7922 23.8197 23.3068 22.5085 30.4898 23.2832 22.4723 21.7426 21.3431 20.7384 20.5332 20.4893 22.2052 20.5718 20.4751 20.2893 22.7106 21.4625 21.7675 20.2772 20.0824 20.0096 19.8626 19.6277 19.6177
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.66766320980544069 0.21147417596499959 -1.3494139952004127 0.66415532897360485 0.65809631222906606 1.0825608069246189 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 0.62154522891879982 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 0.80106270623882148 -0.89470958077722174 -0.33888244088082226 -0.57608947919282716 -0.45228654518479167 0.10265607763050343 0.37772781070951184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 8 -6 -3 19 -4 10 12 -11 -10 25 -7 -5 17 18 -17 -8 21 -15 23 -23 -20 28 -21 29 -2 -16
right_child=1 6 3 15 5 14 7 -9 9 11 -12 -13 -14 20 27 16 -18 -19 24 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.4917267061521061e-05 -8.6769666188335333e-07 -4.1524164417799468e-05 -5.2743481956716601e-05 -8.5083246652070674e-05 -4.7355679871458888e-06 0.00027249114447959087 0.00013427030858774254 6.0493632579208375e-06 -9.6613000760627799e-05 -0.00045125229049247851 7.6529345432720146e-05 0.00015632902729551882 6.2053447375086911e-05 6.6977603530434809e-05 0.00035040605819379288 -0.00033797092782092799 0.00084810682467720711 -0.001343515420350291 -0.00038569374167677891 -0.00013361667412472279 -0.00014078340012975993 0.00019660873308767474 0.00043776099990957559 -0.00061593362957504893 0.00017699340412160791 6.2088937384242228e-05 0.00058879863724507113 -0.00073221840262110939 -0.00011887615245813735 -0.00082023218707282658
leaf_count=29559 24100 9447 98610 79939 18652 4493 5317 5700 22476 380 9039 6711 5480 6552 285 897 171 73 505 209 1387 747 1655 190 3679 14057 845 191 10495 90
internal_value=0 -0.0208709 -0.0264252 -0.0373868 -0.0211826 0.0494072 0.042803 0.101723 -0.0341898 0.0107259 -0.0207695 0.135373 -0.0587683 0.014692 0.228694 -0.0759963 0.073837 0.0434854 0.0625994 0.188653 0.101699 0.138257 0.303168 0.0478405 0.124896 -0.00672251 0.458218 -0.156326 -0.0379081 0.114851
internal_count=361931 332372 310854 251671 166407 23711 21518 12071 142696 44086 36995 7091 27956 59183 5059 85264 5325 5154 5081 6371 10531 9144 2592 937 4184 48652 1054 566 34595 375
shrinkage=0.000980392


Tree=3757
num_leaves=31
num_cat=0
split_feature=21 67 138 24 1175 67 116 1185 943 1366 842 1458 974 74 1380 974 902 214 214 977 566 1373 834 182 1470 1045 1039 1382 72 398
split_gain=11.7538 12.8588 13.3405 18.3392 13.3858 12.5846 18.757 21.4052 19.1219 18.3927 18.5658 18.4619 20.3954 18.3739 18.3464 17.7502 18.6325 17.4235 24.2075 19.7425 20.6021 18.3191 17.4883 17.3704 17.5198 17.8494 17.3058 19.1208 18.9721 19.6881
threshold=-3.2545899522946695 1.0000000180025095e-35 -0.09981158392226773 0.24384364140772313 -0.17540389822243427 1.0000000180025095e-35 2.2593915598118266 -0.9548484655694226 1.4693784537238983 2.0183251275724516 2.6391084233768636 1.8992776531617575 -0.031370185557811799 3.0526951078186486 0.9797468307630407 0.77542364850548939 2.6786238637939142 -0.77463332623179881 -0.19033753848690896 -0.95659956617949082 1.4391060229827912 0.8569055847881154 -0.31960269517727286 1.0000000180025095e-35 1.9805293963242088 0.13446534297463555 -0.68790952997395116 0.60035971500977703 -0.383459292963993 1.373454536460835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 -8 9 11 23 -2 -13 -7 -12 16 -10 -9 21 20 -20 -19 -23 -11 25 -25 -17 -28 29 -29
right_child=5 -3 3 -5 -6 13 7 17 15 10 14 12 -14 -15 -16 26 -18 18 19 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.034483268568150198 -0.00068432291359284386 -0.020433499149823571 -0.030208636124767475 -0.062021600129705368 0.036136610261345833 0.00079601323179179229 -0.017078129004965022 -0.0025307651017818893 -0.0076111439294948638 -0.012934433765940827 0.013874990143641176 0.010088567332862907 -0.0013009629827828988 -0.017775181849174249 0.11355767526558469 0.016070974188982897 0.017574397038273314 0.029287634043458112 0.019893071698092568 -0.0012706499213251338 0.11680807915347596 0.022755193723324282 -0.0066293463149921837 0.0071371223988997952 -0.035359979487649157 -0.0098263501698601895 -0.0082444712815692121 -0.021930042801226374 0.034219821917325331 0.086827798840669754
leaf_count=361 201877 114 59 47 135 111227 698 1762 19032 4524 137 4245 3478 750 25 1081 562 1075 299 2186 30 486 511 2253 239 1680 2390 279 366 23
internal_value=0 0.285922 0.419061 -0.00344495 0.322001 -0.00513447 -0.01549 0.102033 -0.0193288 -0.0131751 -0.126396 -0.00881854 0.0968037 0.013739 0.629302 -0.0965085 -0.136008 0.138725 0.214486 0.0516798 0.627277 0.385882 0.169003 -0.144178 -0.0318032 0.00627136 0.0546411 -0.0506708 0.328386 -0.192737
internal_count=361931 716 602 241 194 361215 249238 7047 242191 218458 8858 209600 7723 111977 162 23733 19594 6349 4587 2515 329 2072 997 8696 4172 3933 4139 3058 668 302
shrinkage=0.05


Tree=3758
num_leaves=31
num_cat=0
split_feature=785 728 578 510 444 224 976 1464 834 967 1043 70 1256 986 1470 1049 1011 581 565 697 1461 1470 1455 487 1308 2 1324 361 11 499
split_gain=11.7305 13.1629 12.7881 13.0648 14.4138 16.124 17.035 13.7867 18.5731 16.2099 15.063 17.4275 13.7776 15.9469 15.7123 13.7757 13.7389 13.618 13.2687 21.4127 13.4974 13.1981 15.0296 14.3957 14.0924 15.3555 20.1565 17.8 14.0373 13.9206
threshold=-0.86283290253235112 -0.49008176997875957 -0.87905496296652397 1.8807458211785479 1.0617732612454149 -0.55180571641231446 -0.12045910298728062 -0.6087505665239058 0.5324536929986895 -1.0621381704369603 1.0264522690275704 0.048257719138267895 -0.61650581262945636 -0.98524989693618614 1.5665957791123966 -0.7674790650397324 1.3326183996331451 0.38277316423048979 -0.95420310440113398 -0.276283281076386 0.10816480861170708 0.40758165091932236 2.7107395734957884 2.5931692631192402 -0.71371399704395455 0.6495478032734473 -0.87328332427870226 0.67640853865327 -0.15879305702253652 0.58938788271487974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 15 -6 -7 8 10 -10 11 16 13 -13 -14 -5 -4 21 19 20 -11 -9 23 24 25 27 -27 28 29 -23
right_child=-2 2 3 4 5 6 -8 17 9 18 -12 12 14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0050815464544105337 -0.0004294979435693935 0.0091860115006203568 0.0043989507563689505 -0.010752322747390523 0.029305742448129387 -0.10246209713868347 -0.0040904109487163044 0.0041235472759530677 -0.062121303028571828 0.01234523318238484 0.013980138840489764 0.030043522832111896 -0.0013647081456621181 -0.036097251273150908 -0.046694730676062224 0.018149968628745818 -0.021027595191192877 0.0096789836440404741 -0.0062870307046484324 -0.07409666009343259 -0.066051244169070544 -0.0033134683462208454 0.04363284318815594 0.036559358360235758 -0.0025454768615135754 0.011031882207116494 -0.066527272921549765 -0.046964954821117538 0.01897014878952932 -0.06394609347173888
leaf_count=3396 332372 3407 3417 235 45 47 45 6498 82 108 875 46 1085 404 104 1336 277 2981 1826 113 39 179 171 82 2133 56 155 132 219 66
internal_value=0 0.0379536 0.0537577 0.0353997 0.219977 -0.484563 -1.04566 0.0203287 -0.0485253 -0.225531 0.0117229 -0.031553 -0.221155 -0.564436 -0.102487 0.277682 0.0506155 0.0664431 -0.189488 -0.676803 -0.13855 0.0252526 -0.0921875 -0.116397 -0.143455 -0.393796 -0.911416 -0.213099 -0.0116802 -0.388442
internal_count=361931 29559 26163 22756 1708 137 92 21048 8376 2168 6208 5333 1639 450 1189 1571 3694 12672 2086 260 147 9691 3193 3022 2940 807 211 596 464 245
shrinkage=0.05


Tree=3759
num_leaves=31
num_cat=0
split_feature=728 659 705 200 1243 962 799 989 885 1228 1191 1174 1438 917 287 194 425 280 224 1455 698 638 1397 155 422 775 1205 776 755 345
split_gain=11.7406 14.6455 15.3765 22.21 21.5587 19.3435 22.8059 18.9506 18.5352 21.0089 18.4199 17.542 17.3166 19.2388 20.6853 17.3123 17.2418 16.8482 16.6955 17.3453 17.2191 17.1973 18.3867 25.1238 22.0125 20.9155 20.4516 17.2527 21.1566 18.3501
threshold=1.0000000180025095e-35 0.62821384419828064 0.89008618839080589 -1.281871280663196 -0.99363950769767417 -0.38912969094538602 0.48608887991290289 0.70096181329179597 1.6290983814687661 2.1619909451068451 -0.53313581076319772 3.7593302632993697 1.8084897874314609 -1.2484853422395121 0.51039192074956119 0.58307762070518543 -1.1669524885552061 -1.1140816792880257 1.1067727889813797 2.8565720557184995 0.45881813659395781 -1.2322857866619847 1.4815462917926621 0.25405179450685195 1.0371792935896833 1.9041994385711949 1.0000000180025095e-35 0.68705348299426638 -0.66323948427984658 -0.019294889973500942
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 10 6 7 8 9 -5 -4 18 13 14 -6 -7 -10 -17 19 -1 -20 -22 26 24 25 -24 27 28 -23 -29
right_child=-2 -3 3 5 12 15 -8 -9 16 -11 -12 -13 -14 -15 -16 17 -18 -19 20 -21 21 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00032134390872347508 -0.0013518577077620642 -0.0018160832025237016 -0.0031966476161084719 0.0067454313754868218 0.044235063494500557 -0.0017444439821213413 0.016092436288490969 -0.0069273438244227175 0.045318226750012229 -0.012632943631975233 0.035220997525870108 -0.014085326464097167 0.023917591918986753 -0.0094263913511631187 -0.059208262421427044 -0.028495530482654269 -0.003292938563795372 0.0067028784048152297 -0.0054988306172001197 0.0085450610074577476 0.02088119981228953 -0.0084497538974627941 0.05796869721606232 -0.011411017289606735 -0.020037801997212751 -0.053787475289902215 -0.013577009209016673 -0.00032619646369320829 0.013730127903585696 0.033601250979309709
leaf_count=129596 109090 41024 370 18798 165 16588 1907 1857 82 739 330 1408 254 6180 36 196 3617 4895 15179 3012 603 1911 278 277 81 28 1688 440 897 405
internal_value=0 0.00385515 0.0114575 0.0433803 -0.0871931 0.058872 0.0958795 0.0784515 0.0946951 0.121506 0.305189 -0.000488983 -0.134374 -0.161561 0.555189 0.00561929 -0.0435215 0.111817 0.00163711 0.010674 -0.0618076 0.0366539 -0.0011948 0.371693 0.726997 0.990675 -0.0466455 0.0473946 -0.0404726 0.335346
internal_count=361931 252841 211817 56014 7335 48679 27000 25093 23236 19537 700 155803 6635 6381 201 21679 3699 5091 154395 132608 21787 6608 6005 664 387 306 5341 3653 2808 845
shrinkage=0.05


Tree=3760
num_leaves=31
num_cat=0
split_feature=43 811 970 1028 925 325 340 294 219 206 289 829 213 454 277 1189 142 149 418 487 125 264 605 996 824 50 21 568 1461 1454
split_gain=11.4032 13.6709 18.0204 18.7459 23.5078 18.2462 18.2131 18.7343 17.6284 17.0686 20.5032 22.6358 24.3984 19.4156 19.9448 22.8141 18.7383 17.3264 17.254 17.3908 16.9215 21.2718 19.8852 18.6624 23.5752 17.096 21.2152 20.0215 20.004 22.7399
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.73523696961037277 -0.96688480048775205 1.402553532478082 3.8083144551149997 3.0855295566081735 0.41407219584937743 -0.51980311732597484 -1.1445139169669256 -0.13944313470650196 -1.1270964731176807 0.55231947778060775 1.0000000180025095e-35 1.4961027955950796 2.1624813988539358 1.026332959742694 0.60128354191431188 -0.33509241562941278 -0.31020893618715223 1.5320262332576917 3.6574704259465967 2.7436708836485901 1.0565563832172893 -0.69589710308128683 1.4829784501753427 -0.32341995197817647 -0.61250411406166283 1.2257192582534573 0.33104948409706508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 9 8 -6 -8 -1 10 13 12 -12 14 15 16 -4 -15 19 -16 25 22 23 -22 -25 28 27 -27 -5 -30
right_child=-2 -3 3 20 6 -7 7 -9 -10 -11 11 -13 -14 17 18 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00030238291512523017 -0.0016562891985591995 -0.0014333159376752561 0.017029685151895995 -0.00089369972105395208 -0.018871233013351925 -0.043715061482240858 -0.012407297238365936 0.08099045351556905 0.0039003696152654734 -0.0028310026184577893 0.060170113675142446 -0.0056682463441209184 -0.063078586217903562 -0.011759233588197108 0.061400139522529679 0.096403849311139017 -0.05310356561542956 0.037096880788055057 0.10537035743213577 -0.070176893025284556 0.0070558719845522019 -0.032831701435228573 -0.041217083229404983 -0.017876443154786002 0.010396136826567863 -0.0044057812839642376 0.0010472373538851078 0.01639059102316608 0.0082268807697321329 -0.0025760279754271209
leaf_count=21073 74777 64533 1320 94465 2290 150 103 57 33395 34917 115 2493 29 840 33 42 99 156 77 29 9276 167 103 780 538 718 6654 2234 6590 3878
internal_value=0 0.00217457 0.0104699 -0.00168921 -0.0500697 0.0456648 -0.313321 0.568831 0.0474991 -0.0360665 0.101086 -0.0498961 0.798574 0.273175 0.433397 0.339632 0.275365 -0.0554185 1.29143 0.425601 0.010691 0.0883905 0.0997229 0.108394 -0.123563 0.00195194 0.0856784 0.234693 -0.00716328 0.0852886
internal_count=361931 287154 222621 168003 42600 54618 2450 160 54468 40150 5233 2637 144 2596 1600 1461 1419 996 139 62 125403 10864 10697 10594 1318 114539 9606 2952 104933 10468
shrinkage=0.05


Tree=3761
num_leaves=31
num_cat=0
split_feature=1371 1160 209 1109 1259 562 564 1178 1453 620 205 558 904 286 1174 1352 1433 217 1312 863 976 785 21 705 787 1034 843 859 995 990
split_gain=11.3871 14.2961 14.9166 14.3178 15.638 18.9249 18.0949 20.6932 13.7319 13.6197 14.2981 13.6835 13.4392 12.9437 12.803 19.3965 16.2287 12.7353 12.7372 12.3615 12.0692 11.9369 13.2951 19.2469 21.8605 19.6241 22.7028 21.7449 21.2682 20.2253
threshold=3.4357416210103824 1.0000000180025095e-35 1.2739501719214241 -0.45953692806705942 -1.239651410016301 1.4254577158422614 -0.14917399117726898 -0.21248965961491126 1.2904438997469929 1.1734518836084071 1.3370782873026934 -0.50907977736546717 -1.164668736569981 -0.79005678919237787 1.3165732944193449 1.0000000180025095e-35 1.2994777873310051 0.11086532399403176 0.058787711525175125 -0.58699686276755669 0.15192648777515258 -0.86283290253235112 -0.70163543588998201 0.86867179873090239 3.2988937621060916 -1.1456212390581639 2.2892590682533238 -0.54135187694831066 1.2752139880854652 0.65656536832909496
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 14 3 4 -3 6 7 12 -8 10 -5 -12 -6 -11 -2 -16 -17 18 -4 -14 -19 -1 -23 -24 25 26 -25 28 29 -27
right_child=1 2 17 9 5 -7 8 -9 -10 13 11 -13 19 -15 15 16 -18 20 -20 -21 -22 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.00201607794702856 -0.021642652653341806 -0.035551990525511196 -0.018630002339442269 -0.026777945166456926 -0.04393697382637627 0.073643126172677958 -0.032584524336807183 -0.028294759414523831 0.065033677928601569 -0.064850524098753692 -0.061151101611684272 0.064543176314866529 0.0040110501859964166 0.036544879769039744 -0.033751722295294738 0.039483982725966552 0.23076185180604789 0.1274757707694808 0.048648105758181411 0.067243973010062991 0.010754394354385645 0.00096760182419563081 -0.0013758064188980695 -0.0056269596950359185 -0.014547568138143625 0.00079239262340121601 0.028435001983154032 0.00042427631478665655 0.01341160734297563 0.011036978451433853
leaf_count=29307 2072 148 103 931 37 84 241 129 21 31 22 37 89 114 145 131 21 22 76 166 24 89371 185681 6543 1261 8976 212 29619 3295 3022
internal_value=0 -0.150152 -0.0122405 -0.0937287 0.160073 0.306813 0.1518 0.493732 -0.420828 -0.301056 -0.430232 0.642535 0.831229 0.402966 -0.347063 0.341187 1.13539 0.579016 0.247121 1.01032 1.60222 -0.0024748 -0.00683756 -0.0155874 0.0215136 0.0281258 -0.08613 0.0447022 0.111056 0.068704
internal_count=361931 4644 2275 2050 915 767 683 421 262 1135 990 59 292 145 2369 297 152 225 179 255 46 357287 327980 238609 52928 51667 6755 44912 15293 11998
shrinkage=0.05


Tree=3762
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1367 588 575 650 645 768 355 1389 518 416 348 813 1443 635 924 1252 978 633 703 1288 1252 234
split_gain=25.0539 23.2595 27.3707 32.9354 30.19 48.4208 25.9409 31.79 35.5723 24.0081 25.114 22.6969 23.3448 21.7048 22.0306 22.7359 21.6685 21.102 20.9248 20.8252 20.8203 20.7506 20.6486 20.7349 21.9612 21.2365 20.4139 21.2686 24.8755 20.2403
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 0.71188872395471614 1.0000000180025095e-35 1.6923072129381651 1.0999280683389623 1.3583939354643351 -0.1814666702951391 2.6801102153821232 1.0794040238867422 0.90571909922259353 -0.53824521489004507 2.1641256470006294 1.593744732512876 -0.73395965499931781 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 1.2180540057381479 1.0000000180025095e-35 0.62301369624368996 -0.89470958077722174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 6 -6 19 -8 18 10 21 12 13 14 -2 -16 17 -13 -9 -4 -7 -3 -5 24 25 -24 27 28 -15 -27
right_child=1 9 3 22 5 20 7 8 -10 -11 -12 16 -14 26 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=4.2962905118904773e-05 4.512917344373406e-05 -0.00030858504216051857 -6.3927487886830857e-05 -9.2673905538556153e-05 -5.3957539240993699e-06 0.00028689647287685662 -0.00010310469154502062 -8.2140203143525909e-05 0.00028407366244404984 0.00017757945095488257 7.5882859621821292e-05 1.6935768744234746e-05 0.00010495268272396189 -0.0001928542928155787 -7.2186611490386555e-05 0.00049812427218978966 0.00043835604624706362 0.00038282137498831046 5.7211152515481559e-05 9.6711284830188396e-05 -8.7738556332457918e-05 -3.0382823826093584e-05 -0.00035012658490478934 0.00084206997021011329 -0.0013417986302727463 -0.00039071612504377995 0.00026252157249461794 -0.00037876914915525991 0.00029712552221636268 0.00017009855721294813
leaf_count=29559 20068 1645 94773 79939 18652 4219 11003 9039 2483 4398 9681 4478 7761 2289 18663 335 857 890 21561 3837 840 5794 897 171 73 505 510 2554 778 3679
internal_value=0 -0.0237415 -0.0295859 -0.0411352 -0.0232189 0.0502385 -0.0367505 0.0114123 0.0464287 0.0432635 0.00671854 0.0137952 -0.00155211 -0.0224971 -0.00390392 -0.0622097 0.14255 0.0843928 0.0220175 -0.0577506 0.234097 -0.0876127 -0.0837437 0.0661862 0.035663 0.054615 -0.15818 -0.2044 -0.0794298 0.117963
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 21518 17120 59183 52958 45197 39066 18998 6225 5368 30600 98610 5059 7439 85264 5325 5154 5081 6131 5621 3067 4184
shrinkage=0.000980392


Tree=3763
num_leaves=31
num_cat=0
split_feature=1423 1450 1451 1466 1466 1466 1467 1454 1454 1470 21 1458 1465 1451 967 1468 21 1465 1450 1452 1450 1465 1465 1451 1186 1467 1452 1452 1451 1465
split_gain=11.2822 15.5188 23.6018 32.9294 32.7842 34.5717 30.5357 48.0477 30.9969 27.9443 27.7393 28.0594 50.2248 28.7944 26.1044 26.1659 33.4436 25.7503 25.4517 25.2707 24.5389 24.3961 40.0473 35.6276 24.2244 24.088 36.439 62.0103 60.1468 48.5768
threshold=1.0000000180025095e-35 -0.35262914890079794 0.311727642589465 0.69604103696988961 1.1899876529434907 1.1481623852422969 2.0465354844096653 2.1720878008874998 1.3763541472649148 0.5495017482490866 -0.89074317784588486 0.73392005358173151 -0.16063340327381712 -0.41285289483131909 0.77967689991360511 0.90889364240410331 -0.89074317784588486 -0.017167228058440218 -0.43080633702116927 0.50143181815562798 -0.36755872752358498 0.0022353841619276822 0.10066526229782224 1.29793094255838 -0.07633271285717759 0.44520113322763349 -0.25858112913044656 -0.35757239763098808 0.29201411858153481 1.4537820900595428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 6 5 21 7 8 14 -10 11 12 13 -1 15 16 -4 -14 -13 24 25 23 -23 -5 -18 26 27 28 -12 -29
right_child=-2 -3 3 4 -6 -7 -8 -9 9 -11 20 18 17 -15 -16 -17 19 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0059170428906564106 -0.0016248706708330359 0.00087148595690689657 -0.02255585247616439 0.063012194427042437 0.0031802709564207141 0.080586853408859127 0.020295627789051751 -0.031431887263764308 0.011747592645544827 0.066433280709349993 -0.0019244749047067488 0.0080101393262717903 0.023907646382237635 -0.017195092058567767 -0.012200111002283904 0.010617412562696542 0.0091063407630278797 0.0033895415646265589 0.034730534767429072 -0.011175745651403446 -0.016289910959175074 -0.047255747036036078 0.015719944945069803 -0.0048661549016290849 -0.002734140259996758 0.0018080542256940875 -0.0062782804910862609 0.013614661956836326 -0.038568983656012273 -0.042809860674481212
leaf_count=1265 74863 158833 1140 249 4114 81 757 658 676 102 35307 2333 1163 3328 2823 2646 4209 4337 466 2257 1728 157 1546 151 4957 16677 29531 4551 668 358
internal_value=0 0.00233341 -0.0169927 0.043139 0.18016 0.395681 -0.00398069 -0.0236101 -0.00168294 0.406841 -0.0338182 0.0751421 0.00437703 -0.206725 -0.0233922 0.0122627 -0.033511 0.161718 0.266603 0.000932878 -0.0477851 0.333618 0.215491 0.807478 0.0533518 -0.042322 -0.0616919 -0.0168023 -0.0512822 0.224166
internal_count=361931 287068 128235 26523 6298 2184 20225 19468 18810 778 101712 12892 10093 4593 18032 15209 12563 5500 2799 11423 88820 2103 1703 400 9166 87092 70415 40884 35975 4909
shrinkage=0.05


Tree=3764
num_leaves=31
num_cat=0
split_feature=785 612 803 597 126 567 1453 1465 1092 694 678 744 1458 484 1465 1457 1013 1385 649 902 12 1465 602 345 710 1249 789 1467 1465 1452
split_gain=19.0039 17.1559 19.3479 41.586 27.2819 26.2174 21.6619 23.6577 21.7565 21.6529 20.8262 22.1613 26.2458 23.036 20.2356 20.0502 19.8364 24.9919 23.0327 23.9288 22.8233 21.198 20.9501 24.4715 20.0446 26.5544 20.9539 19.7791 32.3742 23.4751
threshold=-0.86283290253235112 1.0000000180025095e-35 0.85523949479533445 1.3592535390735871 1.402259659649604 -0.053810745209331094 5.5477399240790328 0.0022353841619276822 2.3042309584921359 1.1795712390774054 0.34708990927187483 0.44435819641028773 -0.29018812659098675 -1.2906094602203562 0.046692505850213992 3.1272900881009673 0.54050183860820311 0.024107878301679726 0.85789485202400184 2.3766417013069066 2.58468380344106 0.56487967955244278 1.0000000180025095e-35 -0.92278035217958609 0.61706270828395171 0.88488308123562476 1.1248358748350926 0.23932947083138087 2.0147527329400829 2.2876274668186962
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 6 9 -6 7 -4 14 -5 16 12 13 -12 -9 -14 18 20 21 -20 22 24 -18 -24 -2 26 -26 28 -15 -30
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 11 -13 15 27 -16 -17 17 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=4.0919123853040995e-05 -9.8947763676501268e-05 -6.7594223194231547e-05 3.6500230619270425e-05 0.00027374623171993648 0.00045098085430515913 -0.00069875639020086069 0.00055617710954111352 -0.00041484742412794374 -0.00062260702593156957 -0.00010919377355577619 -0.0007489070609860832 6.91998063421662e-05 2.3310304038398376e-05 -0.00010755773066623241 -4.0033763477363478e-05 0.00040920109276217803 -3.8669007780484026e-05 -5.0242960104002145e-05 2.7779722338347905e-05 0.00070730126417505946 0.00053110341950454341 5.2043469843471349e-06 0.00032285311399655445 6.1036660682667107e-05 5.4497532844980416e-05 -0.00018668041652164863 -0.00017955481619488499 5.1688905087444686e-05 0.00066960707694176298 -0.00044221862718448352
leaf_count=29559 70116 42619 28714 4929 117 275 273 808 328 722 277 20033 26206 20059 14593 557 9589 19708 12649 274 531 20128 2207 8287 14582 4565 2404 6300 420 102
internal_value=0 -0.0173068 -0.0116764 0.0275452 0.191034 -0.345324 0.00253992 -0.00180733 -0.0710228 0.228727 -0.0209481 0.00939942 -0.0150349 -0.0662249 -0.0588061 0.0333655 -0.0368956 0.00862516 -0.0523436 0.0443632 0.0670263 -0.0636521 0.0537379 0.117618 -0.079954 -0.0172864 0.0228217 -0.0598113 -0.0942654 0.442481
internal_count=361931 332372 289753 50759 6043 392 44716 44443 15729 5651 238994 73954 53921 27158 15401 26763 165040 40322 124718 12923 20614 111795 20083 10494 91667 21551 16986 26881 20581 522
shrinkage=0.000980392


Tree=3765
num_leaves=31
num_cat=0
split_feature=1463 1463 1458 1458 1455 1451 1464 1450 1452 1452 1455 1459 1469 1458 1450 1463 1453 1463 1463 1449 1450 1458 1451 1467 1451 1459 1450 1457 1449 1465
split_gain=11.4082 28.0601 60.6555 58.7078 49.8423 45.1002 43.7873 54.4262 39.9952 40.0797 38.1609 37.3383 38.0803 36.9102 31.573 31.0119 29.4348 38.6192 36.4406 36.9536 29.3867 27.7224 27.6356 29.5336 33.83 29.1276 27.5443 27.0289 66.6189 54.8389
threshold=-0.052537044703927886 -0.23884079478003004 -0.047418865732968912 0.25640757745451187 0.75934798726561159 -0.40800734376214293 -0.15205433594669945 0.95337257963916655 0.10267903820740146 -0.019475121477309683 1.1853961473060375 -0.17903548000207106 -0.59852587169521521 0.24391125146464598 -0.12464057240991257 -0.16651745093505757 0.16630876708890455 -0.25589234859845938 -0.24753544861959001 0.3746820073494514 -0.58141044870692282 0.17742896962817614 -0.33647910038591805 0.20925255809012364 -0.35706656885214555 -0.29335017616020637 0.27262452905359075 -0.46794968924050279 -0.37867692400606195 1.2681187158573388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 4 5 6 13 7 11 9 -8 -5 12 -3 21 -10 -7 18 27 -1 26 -6 -4 23 -14 -25 -24 -20 28 29 -18
right_child=-2 2 3 10 20 15 8 -9 14 -11 -12 -13 22 -15 -16 -17 17 -19 19 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012771845336559966 0.00062458881249975642 0.0047898029106313422 0.0023006502814893232 -0.0012273164329258354 0.04184123383714413 0.013711570263033421 -0.0024752101208595683 0.033262515381952081 0.029230925107773992 -0.036495329418707131 -0.047183529463905929 -0.022280996838746549 -0.026604260922453951 0.052084631186873988 -0.019963548733688146 0.042563218522019296 0.015950294064092804 -0.02714313799797723 0.023453607790249659 -0.059999385404432629 0.0042523114654395592 -0.040985411756124829 -0.0096285677920107948 0.010260496027253062 -0.056714952395130039 0.025999669282459448 0.089475465191921122 0.00021842497317832682 -7.6459449258747263e-05 -0.012552462381354235
leaf_count=133527 141070 2257 1130 3984 286 979 6768 325 801 615 297 5481 3454 118 263 869 7890 684 473 75 1768 339 3662 758 168 400 87 30158 12039 1206
internal_value=0 -0.0146385 -0.0790835 0.105326 -0.136305 0.332641 -0.169945 -0.250841 -0.0342718 -0.0987039 -0.0844022 -0.274613 -0.184984 0.000432991 0.38226 0.551863 -0.00333541 0.0431922 -0.0226387 0.518922 0.201439 -0.143549 -0.269836 -0.416296 -0.0105169 -0.116107 0.692877 0.0500493 0.11234 0.257919
internal_count=361931 220861 34722 7716 27006 3435 24952 16505 8447 7383 4281 16180 10699 1587 1064 1848 186139 51977 134162 635 2054 1469 8442 4380 926 4062 560 51293 21135 9096
shrinkage=0.05


Tree=3766
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1229 728 588 575 930 1097 912 592 1324 648 704 924 1252 978 580 813 382 633 1443 399 1443 830
split_gain=25.2452 25.9212 28.8103 31.308 32.0684 50.2135 27.514 33.5126 36.9309 27.4131 30.6008 26.4985 24.7276 25.5366 25.3742 25.0907 24.5382 23.0469 23.686 21.6888 21.742 22.0448 21.1395 21.0133 20.9844 20.8248 20.7691 20.7637 20.5366 23.521
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 -0.49008176997875957 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 2.0883641899847656 1.8166789435549495 -1.1956137993399691 1.8999064755685127 2.4192096387169548 2.6375975511520715 1.0000000180025095e-35 2.1641256470006294 1.0000000180025095e-35 -0.96673487256783863 1.593744732512876 2.1487506720385596 1.593744732512876 0.90765045146119727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 28 23 -8 17 -3 11 -11 13 14 -2 -16 27 18 -9 -5 21 25 -20 -4 -13 -21 -7 -14 29 -6
right_child=1 9 3 19 5 26 7 8 -10 10 -12 24 16 -15 15 -17 -18 -19 22 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.3790646150679504e-05 4.3804262996350164e-05 -0.00011774340406128385 -6.5560112159971973e-05 -9.2070772668998395e-05 -2.6120502352814878e-05 0.00029223989721847987 -0.00010571660081700615 -0.00028815005613925583 0.00032798489472507888 -7.2207719873905706e-05 0.00024783274825875392 0.00020607324016013646 -2.9852092640411254e-05 0.00015797478649784725 0.00031912389899839969 -0.00035939911529765829 0.0002952250400998447 0.00023407421341806539 -4.4671571830141086e-05 -0.00034328857956720079 0.00086871003979656499 -0.0013403452891775178 8.4962216112040892e-05 9.5901725501357235e-05 -4.6494783973207625e-06 0.00011918884506661389 -8.2657991368996069e-05 -0.00048328128329508288 -0.00015988500399871753 0.00016595584805986478
leaf_count=29559 15564 3824 94773 79939 10585 4219 11003 2150 1865 5883 3624 4503 31357 8719 314 1720 1045 2316 13658 897 171 73 13094 3837 3684 4184 840 464 3931 4136
internal_value=0 -0.0232255 -0.0294023 -0.0412625 -0.0237802 0.0520301 -0.0377336 0.0119228 0.0479322 0.0475677 0.0819371 0.0365687 0.015152 0.0674229 0.013539 -0.240221 -0.0261199 0.0263663 0.00683828 -0.0828527 0.0710414 0.0398189 0.0223145 -0.0593748 0.113637 0.0588601 0.239563 -0.0378269 -0.00478894 0.0310829
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 21518 17694 14070 59183 26317 17598 2034 32866 31218 28902 85264 5325 5154 26752 98610 8187 5081 5059 31821 18652 14721
shrinkage=0.000980392


Tree=3767
num_leaves=31
num_cat=0
split_feature=184 746 706 555 556 212 6 629 768 1392 1181 516 152 558 1331 17 775 183 917 144 1051 188 747 1383 358 138 416 369 493 708
split_gain=11.357 17.4796 16.4688 18.0873 16.557 17.4762 16.7828 15.958 23.6891 18.4953 20.8425 17.3357 18.0381 17.2358 16.7571 18.783 18.5407 17.1023 16.3042 16.1581 17.8161 15.9482 21.1222 17.9178 17.8962 20.8781 17.9794 17.9229 20.9908 17.8072
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.0733145747592965 0.53098311719517655 0.8397378350743584 -1.1422645618662834 1.4948974567093112 0.54420880338000865 -0.19952641630709647 -0.21219269792735457 2.586847423771137 1.0000000180025095e-35 2.538898375383575 0.43987667340226611 -1.1638667174306312 -0.97502942138067505 0.4676515111236888 2.1048725497348464 0.064231899636057174 -0.22872074019578523 3.3097721730075098 1.0000000180025095e-35 2.9062597313169154 2.8603727085877315 -0.95133912951273258 -1.2874819588445465 0.26607148870463876 0.66895513355951464 -1.1497740804516858 -0.97336538557782315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 21 -4 5 -5 -7 8 -2 10 19 14 -13 -14 -10 -16 17 -17 -15 20 -9 23 -23 24 29 26 -26 28 -28 -3
right_child=1 2 3 4 -6 6 -8 9 11 -11 -12 12 13 18 15 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00028079161399863537 -0.0012432441992889268 -0.030155667661701198 0.0054498259831251613 -0.026028337645472854 -0.061434161777546514 0.059305707800349675 -0.069127783199693787 0.0024381258337669073 0.01869577526614288 0.0057500724120568038 -0.056217930046358916 -0.004807805404126491 0.0047209693938359137 0.097294014986841967 -0.026997434622824803 -0.0070965184219207323 -0.020556549547676387 0.044346175444981643 -0.024375456957654529 -0.0087251568184751743 0.089842929233874894 0.0010862429990533759 0.04175848973769844 0.043089452422269039 0.001775491482307633 -0.002144626932625255 0.069314503955857643 0.058061004293959398 0.0029693138168690046 -0.0065815299008720567
leaf_count=225587 25089 682 1959 61 27 249 22 3667 446 6126 114 13261 163 46 1790 8013 3066 105 24 3928 24 37025 118 111 1229 22178 66 168 427 6160
internal_value=0 -0.0225236 0.00125394 0.201661 0.693054 0.829764 1.04973 -0.0566477 -0.0807438 0.0182128 -0.0704935 -0.144089 -0.0800945 0.543248 -0.230452 -0.251221 -0.200817 -0.12059 1.39177 -0.0528984 0.0672885 -0.00521857 0.0253766 -0.0476013 -0.0514225 -0.0233777 0.232001 0.539676 0.29089 -0.175702
internal_count=361931 136344 70482 2318 359 332 271 65862 52003 13859 7733 26914 13494 233 13420 12974 11184 8118 70 7619 3691 68164 37143 31021 30910 24068 1890 661 493 6842
shrinkage=0.05


Tree=3768
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1367 727 382 789 934 1249 782 924 1252 978 1055 1324 633 858 1147 234 813 879 503 486 766 708
split_gain=22.4445 21.119 24.3034 26.8865 28.721 48.6961 24.7203 30.8261 33.7262 23.1046 23.5901 21.9819 21.8836 23.2264 23.4198 21.1508 21.4132 22.0902 21.1373 21.7139 20.6337 20.4634 20.4123 20.2235 20.1505 20.1468 26.5201 26.3728 19.9921 19.9316
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.3162207633048641 -0.84243843966579501 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.69726048215905656 2.0883641899847656 -0.96673487256783863 1.0825608069246189 1.0000000180025095e-35 -0.89470958077722174 2.1641256470006294 -0.65854580630962423 0.1751328965716851 -0.011804270726480673 -0.45228654518479167 -0.85270619800307579
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 -6 24 -8 -9 -3 11 -11 13 14 29 -5 17 20 22 -20 -17 -7 -14 -22 -4 -16 -27 -28 -23 -2
right_child=1 9 3 15 5 21 7 8 -10 10 -12 -13 18 -15 25 16 -18 -19 19 -21 23 28 -24 -25 -26 26 27 -29 -30 -31
leaf_value=4.4216715494748354e-05 -0.001033392818368908 -3.8153440724858259e-05 -5.9240436891107264e-05 -8.3428890564745756e-05 -3.4089558205327466e-06 0.00028067951553640023 -9.8551042722080131e-05 2.4819472732748411e-05 0.00028080266190530213 0.00024448236341964 6.7366166949296617e-06 -6.2688427409451168e-05 0.0001251304217837454 -0.0001250218912926257 0.00016630526990947718 -0.00033564423794009706 0.00087151415603465188 -0.0013387342386885753 -7.0883413283316795e-05 0.00029770733912137234 -0.00038217673561729458 0.00012428688541114087 -0.00017053674891491256 0.00018068398414482225 9.9116515621663968e-05 7.7659826182569254e-05 -0.00027533747256695856 6.5752230408207857e-05 -0.00072391781176666433 0.00033550637454400921
leaf_count=29559 49 9447 94773 79939 18652 4493 11003 30600 2483 5244 5700 1127 6194 3444 5887 897 171 73 22960 770 505 375 1696 3679 3837 11050 3240 2024 191 1869
internal_value=0 -0.0189811 -0.024567 -0.0354884 -0.0192726 0.0525401 -0.0325079 0.0146151 0.0491582 0.0450179 0.103064 0.190541 0.0163896 0.0631936 0.0860319 -0.0741422 0.0781553 0.0471096 -0.0244871 -0.0591043 0.0661959 0.237399 0.0755174 0.12867 -0.0530676 0.0639049 0.0199071 -0.126308 -0.145297 0.308286
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 21518 12071 6371 59183 27563 24119 85264 5325 5154 31620 23730 5081 5059 7890 4184 98610 22201 16314 5264 566 1918
shrinkage=0.000980392


Tree=3769
num_leaves=31
num_cat=0
split_feature=1368 942 1119 984 407 497 117 218 14 1116 99 62 1395 1039 1249 1126 1041 1187 292 277 153 1036 568 6 1145 1393 152 637 550 1055
split_gain=11.346 16.995 16.9327 21.3386 16.7611 16.4742 22.2173 22.0927 18.2913 18.4675 18.4928 17.4969 18.4482 18.5014 17.2794 17.7731 17.5109 19.1023 17.7266 17.229 16.9751 16.6909 17.8512 21.4342 18.6631 21.4404 18.6131 17.9844 17.5794 22.7996
threshold=1.0000000180025095e-35 3.1241105236897999 -1.7841775174442531 -0.82664129541145859 1.1525960706297351 -0.52491135900999375 1.8421106730875214 1.9114150443141267 -0.92534973913401009 2.7733144026751986 1.0458075788372223 -1.2811150420666217 -0.76793584240691115 0.03910955606463979 -1.3524291949179073 -0.70403284038960989 -0.84785788551684094 -1.2189638374648391 -0.33670800618970581 -0.67832612888922905 1.1821204807497361 -0.72487791450588446 1.5953099123531838 1.8462719371164529 1.0000000180025095e-35 -0.15228270142217501 -1.2571272743880189 1.7153703123237329 0.82007178199848485 -0.71372695069297654
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 11 -7 -8 10 -10 -4 13 14 -13 20 -17 -18 -19 -12 -16 28 24 26 -23 27 -24 -26 29 -14
right_child=2 -3 5 -5 -6 7 8 -9 9 -11 19 12 21 -15 15 16 17 18 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00090291875785474701 0.012456983337171318 0.00751543288977706 -0.0069993761731455125 -0.016739036526155056 -0.04998649759748678 0.0018193734985092044 0.011863656599417578 -0.0078335927942158046 -0.025070929617199957 0.057598967674957105 0.05916080948912647 0.04870896811732181 0.016889257632757108 -0.003888024309684063 -0.019292825679008654 0.036714630667760241 -0.025070175008033792 0.022963334308220701 0.0032110935438761801 -0.01393465382358179 0.035421050525094026 0.00091017546636952106 0.043278002324118076 0.040420311880136471 0.0033027944842372323 -0.013200086374701903 -0.016450670156961663 -0.034471934801247002 -0.012698498027186346 -0.00010827626517185925
leaf_count=213291 777 2700 7251 2238 75 94267 420 3253 1725 30 56 153 1895 1928 520 374 247 1093 1305 118 90 16458 76 111 2717 3456 2282 227 548 2250
internal_value=0 -0.0152707 0.0115377 -0.184313 0.142072 0.014666 -0.0240898 0.0302922 -0.267439 -0.368674 -0.409402 -0.0124096 0.00597831 0.132056 0.221561 0.188315 0.257623 0.192149 0.24798 0.282642 -0.19942 -0.0164677 -0.0407922 -0.238845 -0.0213091 -0.133452 -0.288243 0.0162066 0.107531 0.161115
internal_count=361931 215991 145940 3090 852 142850 45330 97520 2349 1929 1899 42981 35730 5710 3782 3629 3019 2645 2398 174 610 30020 25327 2469 22858 6400 2358 2944 4693 4145
shrinkage=0.05


Tree=3770
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1442 469 422 244 966 982 412 912 828 560 18 1053 1425 1383 754 1245 286 839 500 1287 153 621 1252 420 286 569 1390
split_gain=11.3788 24.3022 16.7955 15.6142 18.2725 19.5529 19.0731 18.143 21.8107 18.1322 19.6345 18.895 21.0053 18.0363 19.227 17.8977 17.8337 20.1479 18.2535 17.6654 19.3691 17.5751 17.5659 17.4853 17.1257 21.0842 17.0772 17.0243 17.0242 16.9146
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 -1.2625182715263061 1.0000000180025095e-35 -0.55184570485869189 1.5306317978778459 0.79945687709273494 0.1200802979306156 1.0000000180025095e-35 -0.90837737039472899 -1.1376119036579344 0.14538433844100648 -0.17784544866093813 -0.96996789272276096 1.0000000180025095e-35 2.6046191430957468 1.451957509147501 -1.3717350668841746 -0.24219933825503651 -0.17401157904211603 2.0497327233478728 1.0000000180025095e-35 -0.55871711259492007 -0.35685587837403537 -0.70750181669946921 -1.2310284937973843 -1.0011166268485667 2.2503815666270959 1.331681615898495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 22 15 9 13 -7 19 -12 29 -9 -15 26 17 -5 -19 20 -11 -18 24 -8 25 27 -6 -3 -26 -13
right_child=-2 3 -4 16 6 7 23 8 -10 10 11 12 -14 14 -16 -17 21 18 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0024644884289481157 0.0003747376119066306 -0.014391833835228948 -0.0037140167666890041 0.0012487561654175498 0.0099122785161944692 -0.003740408547829554 -0.022512289037396094 0.019834175479110983 0.03715694217518091 0.034908346416441159 -0.037588097169592452 -0.0085688684676717627 0.037104674824179389 0.068728602140749204 -0.042879653656554766 -0.0019018434676971244 0.018646783851218329 0.01761479391146396 -0.0083083202956204995 -0.062153644704034387 -0.058582753259250366 0.13048305003072388 -0.023652256986107924 0.02635017936626027 -0.017748717814659882 -0.0016858412298647728 -0.016930151570156506 0.056341538733983433 0.045603698601446058 0.055658659736900942
leaf_count=5995 197825 72 68693 63937 538 3553 172 276 491 90 89 325 537 23 211 2873 423 522 6150 113 49 20 919 427 1463 1011 4773 215 85 61
internal_value=0 -0.0195192 -0.0586074 0.00399181 -0.0663465 0.0138016 -0.152392 0.0960429 0.390474 0.0298082 0.258018 0.388384 0.472149 0.0284918 -0.55252 -0.187213 0.0174356 0.014568 -0.125978 -0.372878 0.12369 0.466052 -0.159512 0.276289 -0.0326034 0.203169 -0.288735 0.775294 -0.263737 0.0499456
internal_count=361931 164106 74688 89418 18366 9583 8783 5818 1001 4817 1264 1012 923 510 234 8184 71052 70609 6672 252 139 443 3765 599 2846 1298 5311 287 1548 386
shrinkage=0.05


Tree=3771
num_leaves=31
num_cat=0
split_feature=639 18 914 8 1160 779 1242 1450 901 1005 555 434 1190 767 1230 141 633 140 549 1452 910 843 10 280 693 70 641 519 858 933
split_gain=11.234 15.3124 16.4959 15.3106 13.9749 14.7035 16.4534 19.5894 17.5122 17.9142 15.002 17.2261 19.7431 17.0192 16.3528 15.6422 15.0332 14.236 15.7663 16.4396 14.7954 13.8014 13.529 13.4804 13.9409 12.4574 12.3376 12.0113 23.3786 23.3984
threshold=3.103512251845403 -0.96172625965962155 -0.99328387261019435 -1.2550703581766849 2.6759592599045541 -0.55665027494749642 -0.51885222282165544 0.27262452905359075 -1.3405158725751096 -0.73131249138158405 0.20160300306868259 0.39747776886252933 0.24035197522669535 1.167332385286735 1.6923484487219613 -0.66115801021879961 1.5299310118949749 1.3098906487765398 0.97285149479526156 -0.43053560543689706 1.3912013485119625 -0.40693579365550631 0.026010510878436765 2.1919827583778777 1.8004250951754528 -0.19898542430711857 -0.049903130960136356 2.1420547332082829 1.0825608069246189 0.68806224955729689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 -2 -4 5 6 7 -3 -8 -10 16 14 13 -13 -12 -14 17 18 19 20 -7 -9 -17 24 26 -5 -11 -1 29 -29
right_child=1 4 3 25 -6 10 8 21 9 23 11 12 15 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00029628117556956617 -0.03103654489675968 -0.03408646083320211 0.11135498741420012 0.048364759911148913 0.042979359542156863 -0.014095505575243772 0.082558895794909951 -0.022724068354227651 0.035083213879149408 0.033039222113603925 -0.016551154976477155 -0.018661837425230039 -0.035562133443084287 0.093169083725562263 0.062314776385313325 0.017783947575506599 0.045566874077656368 -0.056592987671530127 0.0037824557015478165 -0.037039816171111233 0.066976320749004142 0.045122938023909639 0.097063746288365518 0.057511410016441993 0.064119386002679177 -0.022134717143369675 -0.01818247784537718 0.0053204456374898223 -0.0070845129735167675 -0.0038595134592828637
leaf_count=332673 89 486 41 104 60 659 37 105 264 70 919 212 37 24 34 56 38 245 418 1125 42 101 92 55 33 92 686 16474 2748 3912
internal_value=0 -0.119886 0.449468 0.794629 -0.152778 -0.170636 0.0229439 -0.33197 0.202126 0.131833 -0.270632 -0.060765 0.37964 -0.124421 -0.253693 1.01385 -0.413353 -0.451419 -0.379225 -0.511519 -0.158252 0.313292 1.34539 -0.0598931 -0.150687 0.478095 -0.235924 -0.00191884 0.0452095 0.0703065
internal_count=361931 6124 326 237 5798 5738 1837 692 1145 1108 3901 1374 421 236 953 185 2527 2489 2244 1826 701 206 148 844 789 196 756 355807 23134 20386
shrinkage=0.05


Tree=3772
num_leaves=31
num_cat=0
split_feature=785 728 784 921 859 647 590 730 783 934 514 603 660 639 841 345 1188 1117 570 1421 82 350 422 1396 11 429 1176 1462 570 209
split_gain=21.5671 17.2753 20.2682 19.7876 20.4438 19.4801 44.5956 18.9523 26.9829 23.4695 22.2321 19.4352 20.681 18.3826 17.7595 19.3636 23.8902 17.5135 17.4684 19.0665 17.8776 19.4292 23.5994 22.3901 18.9385 17.817 18.0704 19.09 17.4437 20.9676
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -0.98545034728205338 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.089392437450782083 -0.9044885654577105 0.24121932305524757 0.77421534435549644 -1.2591097148690287 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 2.2891127796829576 2.2028885091972072 -0.10809617625798811 0.10327219449165864 1.3315602333802148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 6 -3 8 10 11 -4 12 -9 14 -11 16 -16 -8 19 20 21 22 -7 -23 -24 26 -22 -28 -13 -30
right_child=1 5 3 4 -6 18 17 9 -10 13 -12 28 -14 -15 15 -17 -18 -19 -20 -21 25 23 24 -25 -26 -27 27 -29 29 -31
leaf_value=4.4126642467715717e-05 -1.8238850587236686e-05 -4.7017058898681628e-05 4.1277814939730361e-05 0.0003962872836460526 8.6242788213564424e-05 -0.00011897659268913115 -0.00067902243060249273 0.00015927560518183619 -6.6764903728279236e-05 -0.00028290422706539497 0.00038103500423704198 0.00013183792892314329 0.0005044259565184639 -0.00028870342844047355 -0.00013533889657493551 0.00043356763592963273 0.00058863070175936116 0.00044002691968609431 -8.3076181165928981e-05 -0.00022231439871048559 -0.00021202859423234788 0.0001284838362417666 -0.00038041308285875612 -0.00012973624224349946 0.00028371392500776862 0.0012625587093379245 -3.617727703173327e-05 0.0016671350133866758 -0.00053358609046920879 0.0007266369581677421
leaf_count=29559 190291 4821 6880 1153 6442 8640 93 2134 17685 616 1041 1401 1097 1105 1142 647 222 1291 61493 2973 3595 12404 341 2576 1505 55 95 53 504 77
internal_value=0 -0.0178803 -0.00803462 0.0352512 0.133416 -0.047639 0.0808584 0.0120669 -0.0192466 0.0981199 0.0878574 0.190433 0.285814 -0.0373652 0.056655 0.149045 -0.00130682 0.397918 -0.0579816 -0.00985532 0.00827937 0.0326786 -0.0564345 0.0886798 0.185506 -0.155521 -0.176807 0.624444 0.00786102 -0.351865
internal_count=361931 332372 232437 42146 7595 99935 6205 34551 25606 8945 7921 5213 3231 3732 2627 2011 1364 1384 93730 32237 29264 25466 10486 14980 1846 3798 3743 148 1982 581
shrinkage=0.000980392


Tree=3773
num_leaves=31
num_cat=0
split_feature=728 1100 83 691 813 641 784 792 644 677 1247 947 657 538 921 775 420 614 14 145 24 633 1234 996 426 1327 565 609 78 492
split_gain=21.431 21.2258 21.2891 20.9978 20.1442 19.7108 18.3815 31.6876 31.0126 26.1209 24.5928 21.8588 20.8777 19.6811 19.4037 22.5976 18.8952 18.8936 18.5304 18.7084 17.8896 17.5107 18.0749 19.9453 17.482 28.3068 19.5693 29.4955 22.3183 17.92
threshold=1.0000000180025095e-35 1.6293515030253838 -1.1590745627182073 2.2690240148833634 1.0000000180025095e-35 0.8423242745550269 0.9594655836162902 1.0000000180025095e-35 -0.34929633066952553 1.0000000180025095e-35 -0.50826026012347547 0.66063686667618471 2.2603408215975165 1.0226942023247645 1.0525743831388839 0.10041369508447678 2.0788068265573196 1.096557219065641 -0.29015431142025017 1.3164540877074264 2.2235778879888186 -1.1380101047473457 1.3209563504582784 1.0000000180025095e-35 0.92870521227020164 -0.36289896784303505 0.68350759689875262 1.6285028476148826 1.6873446542765731 -0.43854959108928576
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 6 -2 -3 7 8 16 11 -11 -10 14 -9 15 18 -4 21 19 -8 -1 -17 -23 -24 26 -26 27 28 -15 -28
right_child=4 5 3 -5 -6 -7 12 13 9 10 -12 -13 -14 24 -16 17 -18 -19 -20 -21 -22 22 23 -25 25 -27 29 -29 -30 -31
leaf_value=-9.5710960704255396e-05 -8.9597054943917284e-05 -3.9361885263172871e-05 8.192406160121722e-05 -0.00012408958360123854 -1.9736444744950705e-05 -0.00020766941134061522 3.6180907719901457e-05 -1.7686232344849154e-05 -0.00011483692108721699 -7.5386560964579421e-05 8.8220017103966158e-05 7.0555430707237892e-05 -0.00017539760807664556 -0.0001851850251066744 0.00017036689476683707 -0.00045855497556054003 -0.00017681683959546614 -0.00042040981047164006 0.00014091270744098734 -0.00033311415261124208 0.00022519426258148825 -3.3900755439455549e-05 2.8397408047400874e-05 0.00075332588899051543 4.27459088586517e-05 -0.00054697418580309371 -0.00016072850425978135 0.00040686274946646325 -0.00088903688754961578 0.00018394766028641713
leaf_count=18100 47070 25930 38484 6259 62020 6880 6884 69630 17654 6276 13874 3654 1592 4261 6232 473 1390 637 9971 775 953 6627 454 262 619 1142 1169 369 291 1999
internal_value=0 -0.00588097 0.000840764 0.00691061 -0.0473132 -0.0710126 0.0107623 0.000495677 0.0319684 -0.0132586 0.0401253 -0.0759585 0.0558653 -0.0306411 0.0679472 0.0417545 0.0746091 -0.0515558 0.0849131 0.0027998 -0.0789667 -0.0233348 0.000530515 0.329081 -0.126728 -0.333958 -0.0819635 -0.173572 -0.227398 0.0558758
internal_count=361931 252841 220031 200978 109090 32810 194719 160812 81332 41458 20150 21308 33907 79480 32315 26083 39874 8453 17630 7659 19053 7816 7343 716 9850 1761 8089 4921 4552 3168
shrinkage=0.000980392


Tree=3774
num_leaves=31
num_cat=0
split_feature=785 332 395 540 1450 1450 789 1079 932 203 284 841 567 296 1464 58 1449 1430 772 283 633 590 1392 1391 967 1035 12 471 65 702
split_gain=25.5329 18.4992 44.791 28.6817 30.2221 24.1989 23.8367 24.0766 35.3777 23.6245 22.7281 21.931 22.8918 21.4973 25.0615 21.462 21.2553 21.3586 19.8478 19.3498 19.0103 27.1251 21.1475 20.3318 19.7467 18.8827 20.5468 18.8372 18.8237 18.7574
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 -0.35262914890079794 2.2492318380171201 1.1248358748350926 1.9634214862007473 1.0405860362224371 1.0605395091208547 -1.1631910478487446 1.0273092496903724 1.7811711699895054 0.30327897278366861 0.2291445000830519 0.73855698839655315 0.74561756370782817 5.1453031881338012 1.2638876940090984 3.2009538167291431 1.9976441459236287 0.58895901036483078 -1.1283819630554444 1.9262293263007251 1.4561822229935368 0.08796403443343255 -0.43452569507242556 1.0000000180025095e-35 0.77605621623814935 -0.48107633775118469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 6 13 25 7 11 10 16 -9 12 -3 14 -5 -16 17 -2 27 20 23 22 -22 -8 -24 26 -6 -12 -13 -14
right_child=1 3 -4 4 5 -7 19 8 -10 -11 18 28 29 -15 15 -17 -18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.5253749088146969e-05 -0.00010227045518927177 -8.8447635875156446e-06 -1.0960568288039231e-05 -0.00013806846250103585 -0.00011239034297927484 -0.00021422730216979558 -9.1036519490386879e-05 -0.0004213347815904988 0.00053597693708280769 -0.00020600375112440566 -8.5372119828364809e-05 -4.7938526138308283e-05 -4.7157040699965495e-05 0.00013636602770522992 1.33746108326609e-05 0.00049827510500583601 4.2372706780051958e-05 0.0012143678295230686 0.00053203735099204865 0.0008331524477218214 0.0012046777371994067 0.00065635065473824625 -0.00016896660707454536 -0.00045877275314070912 0.0010175056977730313 0.00023375847438118807 0.00014354147696321384 0.0001969858095011937 -0.0002219912973608443 0.00026772993026777511
leaf_count=29559 44992 99892 82513 6138 1840 778 23539 474 798 20329 2112 13095 1404 2780 1989 424 7886 42 388 109 62 280 987 892 71 5257 4448 1984 4569 2300
internal_value=0 -0.0221442 -0.043581 -0.00756192 0.057592 0.126703 -0.0200607 -0.00755401 0.127011 -0.10128 0.0602075 -0.0147827 -0.00209799 -0.0195458 -0.0701295 0.104381 -0.0760881 -0.101552 0.10282 -0.0845554 -0.0888699 0.15182 -0.0188291 -0.105401 -0.0922292 0.150147 0.0737593 0.0577633 -0.0883863 0.162914
internal_count=361931 332372 155762 176610 23654 12323 152956 127016 5756 73249 4958 121260 103596 11331 8551 2413 52920 45034 4484 25940 25831 1400 1120 24431 1058 11545 6288 4096 17664 3704
shrinkage=0.000980392


Tree=3775
num_leaves=31
num_cat=0
split_feature=728 1020 1088 1400 15 483 1393 17 944 621 979 209 667 1384 974 1433 633 1316 697 533 403 1048 1095 913 1257 897 1230 1036 1285 1105
split_gain=11.3915 14.6201 14.9468 14.6341 18.0801 16.8514 16.7491 17.3348 16.6283 20.4623 17.9705 16.5713 16.5682 18.2745 17.1125 17.1447 16.5705 16.5402 16.5012 16.3957 17.4174 18.8153 16.1155 15.9331 20.032 16.6556 15.8965 15.4146 15.5621 18.1734
threshold=1.0000000180025095e-35 1.0000000180025095e-35 4.1450705102633751 -0.83730841025551084 1.6251564239078928 -0.5394511362284532 0.2510395086150477 0.80678847159216072 0.53713281317862982 -0.75511903915465572 -0.94091979368517709 2.387744693458044 1.473346372007182 -1.1365409476010484 2.3412977027896384 1.0000000180025095e-35 0.79213001173709863 1.8219411057217574 -0.012694393938477504 2.6480304114780515 1.378570782590457 2.0399912476704825 1.0000000180025095e-35 0.57440507739303126 0.46629381011817223 -0.33353309350276306 2.9990554778403866 -1.1346738230391895 2.2712867920001698 4.8148960897748738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 26 -6 7 8 11 -10 -11 17 13 16 19 18 -2 23 -16 20 22 -22 -15 -7 25 -25 27 -5 29 -29
right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12 -13 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00019690423513062767 -0.0033808125515324876 -0.00015504974195140723 -0.054312932087024479 -0.018122606687929532 -0.0091783048046081821 -0.0061889655173659533 -0.0026892796539431715 -0.064363706891580441 0.13184215966443028 0.14343912828879532 0.0239742714667029 0.093826551934455216 -0.019379324177769441 0.014232496407256942 0.017818889807389385 -0.01517145517101731 -0.051438708274950999 0.097462565313427285 0.11859876769683829 -0.042224594613652529 -0.01528985201201088 0.064632365405423831 -0.015864175684490188 -0.060478740380284404 -0.024716476943183366 0.094216472973597365 -0.0580716726727529 -0.0038620788471184359 -0.021784918074115284 0.081472501034134198
leaf_count=252841 1915 61561 137 1574 718 425 548 48 43 30 144 33 841 3283 38 43 134 29 44 96 811 41 444 23 51 77 105 34173 1632 49
internal_value=0 -0.0265007 -0.0642791 -0.0619671 -0.0841187 0.143615 0.301243 0.515185 0.58508 1.16324 0.779268 0.367951 0.0427052 0.0776336 0.16461 0.996006 -0.128433 0.253878 1.54735 0.135903 0.160033 -0.195395 0.23248 0.144902 0.84987 1.49187 -0.0993597 -0.096294 -0.0843976 -0.0748915
internal_count=361931 109090 47529 47392 39702 2169 1451 903 855 217 174 638 7690 6849 4800 125 2049 605 82 4675 4579 852 3727 576 151 100 37533 37428 35854 34222
shrinkage=0.05


Tree=3776
num_leaves=31
num_cat=0
split_feature=1454 21 1454 1461 1461 1451 1454 1464 1451 1449 1464 1468 1469 1462 1452 1469 1466 628 1467 503 1450 1467 1467 1457 1458 1458 1462 1449 1450 1458
split_gain=11.3093 11.5867 12.4795 12.3296 51.0951 35.9523 49.9701 36.8672 38.1331 38.6848 32.8869 32.2913 32.8599 28.6699 35.9524 25.9626 25.7847 23.9473 22.308 22.931 20.6184 30.7778 43.3374 46.4964 36.9753 59.9895 50.5387 67.3805 45.8082 43.1092
threshold=-1.0640499357927207 -3.2545899522946695 2.6579444067051354 -0.3640729456269281 0.53704323757840622 0.54872951183746299 -0.71584950188157126 1.0000000180025095e-35 0.22652003410547841 0.53584142680213331 -0.29199363580579096 1.2465044061975814 0.68005387534399142 0.29780262075440644 0.13166737952109073 0.85315390263545321 0.22102537179061435 0.81423625509987152 0.5258453444190252 -1.0083647882325273 -0.49556609814693381 -0.31228668163189816 -0.25198177114056969 0.4507922622690933 0.86355052349722183 0.15681264966731423 0.29780262075440644 -0.40251401219939392 -0.23049243316032988 0.68465967500769709
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 20 5 7 -7 8 9 10 -5 16 -13 14 -8 18 -9 -11 19 -16 -3 24 23 -23 25 -22 27 29 -26 -27
right_child=1 3 -4 4 -6 6 13 11 -10 17 -12 12 -14 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.019412516963695052 0.020120784064664221 -0.0012274325431645989 -0.026223822196460383 -0.0080496566422919372 0.00039137608666834999 0.052428219893471455 -0.023031809538466674 0.0011576949388731207 -0.02905975383420048 0.0021455879182307957 -0.024142910973578287 0.010063998840170542 0.084666101767646343 0.021197233804941609 0.11316768201748009 -0.049691398151533381 -0.022787037203827517 0.041841909948837977 -0.028444952318900402 0.018506192217463888 0.0018956084199367347 -0.01468936655524144 0.00012549252494693406 0.015943854885221764 0.014542691014072521 0.0088497109926947409 -0.0014118752418812771 0.022072697983167862 -0.0071533153851753547 -0.021797042868305569
leaf_count=604 612 95439 90 13478 59891 234 1092 5078 2033 972 2627 290 83 719 30 147 800 324 200 697 59050 5082 88424 763 1565 2847 3665 5782 8470 843
internal_value=0 -0.00322708 0.289068 -0.00384292 -0.0287145 -0.120635 0.12352 -0.154666 -0.215108 -0.177358 -0.214245 0.00594971 0.669092 0.0214678 -0.127952 0.182889 -0.0409459 0.241897 0.305647 0.462376 0.0038747 0.0186722 -0.0101671 -0.208588 0.051776 0.070739 0.210265 0.295208 -0.0781325 0.0447387
internal_count=361931 361327 702 360625 88695 28804 3119 25685 19434 17401 16105 6251 373 2885 2166 1074 5878 1296 927 727 271930 176491 94269 5845 82222 72187 13137 9472 10035 3690
shrinkage=0.05


Tree=3777
num_leaves=31
num_cat=0
split_feature=785 263 150 728 926 507 1010 965 1392 852 909 982 905 1254 1304 900 784 1052 612 570 807 878 1110 979 608 279 1045 434 288 1454
split_gain=23.1918 17.4319 26.7859 25.286 35.5223 32.1081 28.4011 25.7523 29.6475 24.8813 47.0235 26.0222 21.5461 21.3825 21.3032 24.159 33.3532 21.195 21.1648 20.3544 20.2401 23.2237 23.8715 24.9459 23.8133 21.6776 20.5266 21.9023 20.8357 20.4373
threshold=-0.86283290253235112 0.66115833724634121 -0.52571317712276111 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 3.0713252103476614 0.10980254379742337 0.33884867167867055 -0.22706799479215015 0.93175354849552872 2.9259986913243421 1.7723414479084203 -0.77879809762052277 -1.2519738572323926 1.8636825236010697 0.9594655836162902 1.7752794286246367 1.0000000180025095e-35 -0.80527074041722924 1.0000000180025095e-35 1.0000000180025095e-35 -0.60677017479697548 -1.548383945956544 1.0000000180025095e-35 0.67399173339163976 0.62667357349860431 1.6504836111777961 2.7655665054205345 -0.99563425846005404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 6 7 9 8 -2 10 11 18 -4 -10 -11 17 -17 -16 -5 -12 21 24 -23 -24 25 -6 27 28 -25 -22
right_child=1 2 12 4 20 -7 -8 -9 13 14 19 -13 -14 -15 15 16 -18 -19 -20 -21 29 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=4.8882245836009946e-05 -2.0434898538938645e-06 -4.3700923857529173e-05 5.6703702327910431e-05 -1.2524532884846693e-05 -0.0002571023510501894 0.00015845878341656452 0.00023740659829155382 -6.5201762205274388e-05 0.00050625468214010518 -7.8150377627228142e-05 0.000158475736704315 0.00049961749773633484 -0.00015016535265602914 0.00012751050876610388 1.8429980725656816e-05 4.3757393932129228e-05 0.00041554275648638642 -0.00020225603492585539 -0.00018804226684894799 -0.00024682541430052178 -0.00088305766549641603 7.7220115127671362e-05 0.0003341561233235191 -0.00010757491210312751 -4.1325900435393804e-05 -8.8808118467621202e-06 5.4164271793968101e-05 -0.00049750210411928972 0.00059445033473749949 -0.00013982638766442523
leaf_count=29559 17036 25045 39751 34846 15344 6453 1980 19348 879 16094 805 521 2304 4886 53661 3451 1513 2615 6437 9182 334 10224 996 14462 12122 3686 5246 938 202 22011
internal_value=0 -0.0153133 0.0150089 -0.0250694 -0.0371242 0.0219806 -0.0138242 -0.00330565 0.0496214 -0.0186462 -0.0623589 -0.0257135 0.0463493 0.186472 0.00655765 0.0237961 0.168232 0.00978612 -0.0329872 -0.217724 -0.0800826 -0.0574464 -0.0167793 -0.0609169 -0.117662 -0.200155 -0.0769531 -0.118654 -0.0987521 -0.15173
internal_count=361931 332372 67100 265272 216670 48602 131105 42149 22801 129125 51791 41804 42055 5765 77334 61240 4964 56276 41283 9987 85565 63220 32068 21844 31152 19030 20848 15602 14664 22345
shrinkage=0.000980392


Tree=3778
num_leaves=31
num_cat=0
split_feature=129 1096 1122 432 212 82 93 321 1380 373 483 637 145 968 1262 624 290 1185 698 356 838 1265 1182 20 1048 910 483 139 609 1320
split_gain=11.2935 13.9742 16.6866 19.9514 17.3743 18.2155 21.7448 23.0431 21.5362 19.582 17.5938 18.7422 16.7323 18.1365 17.8476 17.7074 16.4233 16.839 18.8924 19.2149 16.3169 16.5774 18.4477 16.4124 16.2355 16.084 15.9193 15.8567 15.846 17.7406
threshold=1.0000000180025095e-35 1.3185420132932633 0.057547137513140958 0.34074708036981166 0.69714446827078558 -0.60059507879476437 -1.0897619622416543 1.0000000180025095e-35 0.21171240716568765 0.86723111320004664 -0.26097655621285282 0.475542017283408 -0.65324812889739048 -0.010565908317722831 -0.34092257194264047 0.20631096422697662 0.56911742965685141 0.013723587450840985 -1.4280300026858155 1.445644983921778 -0.98986954280135453 -0.33520394366305029 0.5537161595003578 -0.47293182219707913 1.3198767807426834 -0.1754310917935917 -1.1966511450652699 -0.82189578550092313 0.98843275535716713 0.88216992297615071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 27 10 -6 8 -8 -7 12 11 16 14 15 -9 -14 17 18 26 -20 21 22 23 -3 -13 -21 -5 -4 -29 -30
right_child=1 20 3 4 5 6 7 9 -10 -11 -12 24 13 -15 -16 -17 -18 -19 19 25 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=5.1056331983912366e-05 -0.0012151641961777723 0.054038276304296619 0.0095784115314765505 -0.061984158818360294 -0.036822989383543218 0.018654096835254621 -0.025158942573018196 -0.012345751899967833 0.18522425097832546 0.18242445314527039 -0.026907315004277801 -0.0457485875805844 -0.013563498157799295 -0.032507986505241775 0.12561149313165706 0.091995154915309851 0.024745341519192419 0.012007084466828848 -0.039821749834186168 0.11548932919914315 0.0067192168677035827 -0.028918445486390366 -0.047187485421339194 -0.002968970647056814 0.061209197983248531 -0.060696563282455041 0.13772132405047705 -0.0082454756025849094 0.016233359343452575 -0.037135503821352375
leaf_count=313844 27845 140 1371 26 250 27 285 30 22 20 2396 398 69 125 34 48 320 463 604 33 5291 530 99 206 34 22 35 6589 650 125
internal_value=0 -0.0414607 -0.058381 -0.138133 -0.288356 0.0748834 0.282987 0.123435 1.87028 0.594784 -0.36848 -0.156459 0.450765 0.0948522 1.5564 0.851675 -0.00632488 -0.196443 -0.505123 -0.636139 0.0761321 -0.240929 0.11735 0.378762 -0.730664 1.11042 1.46488 -0.0658779 -0.115504 0.192731
internal_count=361931 48087 41821 13976 5241 910 660 611 49 326 4331 1935 306 242 64 117 1503 1183 720 659 6266 975 445 346 432 55 61 8735 7364 775
shrinkage=0.05


Tree=3779
num_leaves=31
num_cat=0
split_feature=785 727 653 896 854 426 647 217 1241 487 141 352 834 552 499 1183 347 710 427 1193 430 1118 1 403 1323 1328 844 980 1184 1097
split_gain=11.3026 12.9062 13.8239 15.6229 17.5721 16.7624 16.7475 15.9823 18.2341 15.504 15.0681 14.5004 14.2426 15.7984 13.9192 13.8082 14.8825 13.4454 13.3536 14.2088 13.3002 14.2091 14.4359 13.0623 14.5148 16.8003 15.9701 13.9203 14.0574 13.1425
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4216543509230546 -1.1308725805994078 0.6247898780741229 -0.8273051532059762 -0.87782724458594241 0.37998842719587095 1.0000000180025095e-35 2.3800772851884955 2.2124000301204299 -0.47891485304407028 1.3963992400794327 -0.33581125167957532 -0.49614275117557588 0.90674981791413944 -1.4983666709932006 -0.41184865855932945 -1.428520141229966 -0.13667694945184447 -0.38105429619086523 0.24176053798716707 -0.15137784230144455 -0.55176351922429323 -0.90713065564464557 2.3648460020557844 -0.50027808563961007 0.10891605816342791 0.006769660676219552 -0.95342879297703587
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 18 11 10 14 12 -1 -7 13 -6 -9 16 -15 -4 19 -5 21 -10 -23 29 26 -26 27 -25 -29 -8
right_child=-2 -3 17 4 9 6 23 8 20 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.020332273247399568 -0.00038308312749921051 0.0039850225532632151 0.020515715757291528 0.029768257102541426 0.0041474347116335977 -0.030531771580450163 0.023141815267736832 0.057745819016569548 -0.023853799073006679 0.031074894799173022 0.047975723548852336 0.0010772010909741061 -0.048911138473395746 0.058639360587873772 0.0056094683297949026 0.010793155229786655 -0.025940831378968618 -0.0011727236435640832 -0.018911214610388943 -0.021713643663058741 -0.03663109965377765 -0.027042992234983493 0.10734001326589122 0.042276427041244499 0.010055355716551658 -0.049919785051492686 -0.026860216577485302 -0.079195731117769064 0.038644526836876698 -0.017298292153742161
leaf_count=1188 332372 17008 620 167 699 287 144 90 53 105 38 413 138 26 172 191 860 714 800 141 160 23 23 86 4505 56 295 27 20 510
internal_value=0 0.038055 -0.0139512 -0.0390662 -0.00430933 0.0421407 0.0814965 -0.229202 0.0983741 -0.193585 -0.36274 -0.233267 -0.241881 -0.18986 0.497954 -0.356614 -0.468523 0.193765 -0.223256 0.192521 -0.332909 0.321 1.24329 0.119567 0.153923 0.187371 -0.23335 0.356637 -0.583587 -0.185371
internal_count=361931 29559 12551 11217 9470 7451 6343 1747 521 2019 1226 700 1914 1776 262 1077 886 1334 1108 308 259 99 46 5643 4989 4561 428 133 47 654
shrinkage=0.05


Tree=3780
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 803 666 609 678 1218 678 1376 1467 533 1458 789 507 954 156 221 689 498 692 689 590 120 579 760 1339 620
split_gain=27.2312 18.9082 22.5526 23.449 22.2114 29.4584 40.5872 37.8575 28.4257 26.4697 25.5615 24.2611 26.2183 22.277 22.3871 21.5465 21.3904 20.6494 20.5682 20.5044 20.4492 21.4162 21.3229 20.2584 21.4707 21.9407 21.3854 21.1035 19.9864 19.8125
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 3.9048232315577729 1.0000000180025095e-35 1.0000000180025095e-35 0.027744735654897854 1.0000000180025095e-35 1.8992776531617575 1.1248358748350926 0.65809631222906606 6.099786963134739 0.41752742923255598 -0.061169154604351648 -1.1110989058077336 -0.45889317716256084 1.5158612506186986 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.35315847874617967 0.34162050420822443 1.1734518836084071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 15 16 8 10 -8 9 13 -7 12 17 14 18 -4 29 -10 -6 -14 21 -15 -23 24 26 -26 -18 -28 -22 -2
right_child=1 2 3 -5 5 6 7 -9 11 -11 -12 -13 19 20 -16 -17 23 -19 -20 -21 28 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=5.0033486036103929e-05 1.0699338821763756e-05 -4.1034883741548576e-05 0.00023909820508062428 2.4253534466789278e-06 -9.0523763359810164e-05 -0.00020764841559181682 0.00029685649152039076 -0.00049747493581910865 -2.2395302581289656e-05 0.00034726995809373714 6.5020069840966151e-05 -7.097047942441562e-05 9.0862730563596335e-06 0.0001754693110847531 0.00011182668472977684 -6.5005808309793561e-05 0.00010418432079393923 0.0007129816564273463 -0.00021372611573102491 0.00015088777359415149 -3.2895217670762589e-05 -5.7795870922699218e-05 0.00035564924044601486 -0.00014043692685851973 4.0318769737740231e-05 -0.00061406483533398297 0.00012865251686557715 0.00053105209700034749 -0.00011664873102083612 -0.00012414564993657712
leaf_count=29559 41921 9447 5244 5700 52456 2881 3683 279 35071 651 4547 25094 9901 4234 2629 1127 5619 128 15081 8919 56895 7126 633 1511 849 350 1023 1179 21463 6731
internal_value=0 -0.0195374 0.0410117 0.0983863 -0.0248219 -0.0352652 0.0735588 0.244969 -0.041575 -0.0621775 -0.027151 -0.00754928 0.0169175 -0.0646944 -0.104396 0.185613 0.0143116 -0.0189901 -0.115729 0.082679 -0.0423436 0.043928 -0.023662 0.101434 0.138046 -0.131602 0.178525 0.351569 -0.0571007 -0.00713398
internal_count=361931 332372 21518 12071 310854 251671 11390 3962 240281 161168 7428 79113 54019 160517 70166 6371 59183 35199 67537 18820 90351 11993 7759 10531 9020 1199 7821 2202 78358 48652
shrinkage=0.000980392


Tree=3781
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 858 927 892 836 691 428 727 382 650 789 675 7 930 1324 1028 192 1323 292 982 1035 695 910 556
split_gain=18.0535 17.3002 23.8088 25.8915 26.4709 43.2907 24.3013 29.5545 25.5492 23.8418 23.6556 22.4809 22.0292 21.5911 23.8633 21.5511 21.4184 20.4203 22.1724 20.2892 23.3552 22.8347 21.8633 21.4469 23.9756 22.7496 23.615 21.3111 21.7499 20.2884
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 1.0342428102238199 2.4283205456421384 0.29073615932568342 -1.0211593192430943 1.0000000180025095e-35 1.0000000180025095e-35 2.1314615550283826 1.1248358748350926 1.3006397995630099 0.6795542379164512 1.0000000180025095e-35 2.0883641899847656 0.24965236237700447 2.0337458187704693 2.8425200577949936 -0.67938862836688929 1.0819576259689951 2.0119447456495902 1.0566345176742331 1.595931724233711 -1.1872183965669325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 6 -6 -4 9 -9 10 11 12 29 -3 16 19 -15 18 -14 21 22 -2 23 25 -25 26 27 28 -21 -8
right_child=1 13 3 -5 5 -7 7 8 -10 -11 -12 -13 17 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.9143863915256452e-05 -9.76257213127186e-07 -4.0025038203995601e-05 -4.9731071359062534e-05 -7.0108320460100622e-05 -1.38432346769208e-06 0.00022163128358211013 0.00057320776225544534 5.7891335464127158e-05 0.00031700629737325048 -0.00021460890306356433 0.0019740810977226389 -0.00011500466605607954 0.00013514127484942642 0.00023814547487536786 -3.0193338323561481e-07 0.00020749801519486004 -6.5205260512448781e-05 -0.00013322703182619267 -7.8473096289274913e-05 -7.3061280441070401e-05 0.0002883095512570998 0.00013660060565284649 -0.00042954591727913929 -0.0003555762351761995 0.00063021808567275436 -0.00021948803280626237 0.00031032532309574961 0.00020719723350469689 0.00015717755797989901 -0.00030695633715979622
leaf_count=29559 15834 9447 98610 85264 18652 5059 156 9918 2066 4238 26 8463 11372 5244 5700 2777 1127 2347 3427 21157 1014 9176 645 169 392 3273 978 1504 2264 2073
internal_value=0 -0.0176493 -0.0227096 -0.0335333 -0.0176068 0.0514118 -0.0303237 0.0164478 0.110964 -0.0239788 -0.00140157 -0.00381957 0.0370298 0.0403342 0.0965463 0.017853 0.184664 0.0604287 0.0921837 0.00811744 -0.0301716 0.0568378 -0.0419989 -0.0326059 0.3805 -0.0416511 -0.0194241 -0.0334654 -0.0515816 -0.226991
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 11984 32102 27864 27838 19375 21518 12071 59183 6371 17146 14799 56406 31396 25010 30382 29737 561 29176 25903 24925 23421 2229
shrinkage=0.000980392


Tree=3782
num_leaves=31
num_cat=0
split_feature=545 959 1094 795 705 470 484 702 1466 691 641 257 832 840 1361 144 1469 427 633 395 1370 69 348 43 1051 1320 986 64 980 1291
split_gain=20.576 21.0348 23.8732 22.3951 27.809 26.5263 22.2092 21.8838 21.7722 21.3194 21.2484 21.0594 22.9761 26.0988 20.2548 21.4692 19.927 20.5183 25.5717 19.8745 20.4342 21.5962 19.4854 19.4146 20.4248 19.3566 19.2112 18.9514 21.4347 19.7582
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.29258408639884992 0.28191752204954684 0.66595742291584703 -0.38529859338704892 0.82247273120287534 2.5621452872994568 0.34291078408764419 3.9256961922190565 1.0000000180025095e-35 -0.10282351827283918 1.0414283294476887 1.0000000180025095e-35 0.5591401735916004 0.23550153252728254 -0.51777360960278751 2.6267512487368179 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 2.1800451621148382 2.2744972866152193 2.3864150127511103 -1.1902160690011778 1.4725112985179385 0.58408534944085788 -0.66481406174213398 2.3812033167488225
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 16 9 27 10 14 11 23 -6 13 26 19 25 -3 -18 -19 20 21 -4 -17 24 -8 -16 -13 -5 29 -29
right_child=1 3 8 6 5 -7 7 -9 -10 -11 -12 12 -14 -15 15 22 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.6660292163509616e-05 2.2724152728651843e-05 2.0326837480656996e-05 -3.3547354795314082e-05 2.8282934558221515e-05 4.6768275868575232e-06 0.00015087723928856577 -2.2066646593636274e-05 -0.0001066953603977148 0.00024897857796190773 -5.9490724559037288e-05 0.00063365663190402251 0.00025274412609332437 6.9205877876476475e-06 -2.4543098081361123e-05 0.00028138862667138252 -0.00025914787402481134 -0.00019907655623521323 -1.1811513003342041e-05 -0.00066147414572252292 0.0010558275411232504 -0.00029677049741489564 0.0012022390619071779 0.00083758616228045966 -0.00026336467740515045 0.00025305012170325403 -5.4534649878509862e-05 -0.00019337417157348508 5.6823401845785401e-05 -0.00019496593966700346 0.0013982905048534275
leaf_count=94059 13044 33966 704 47352 18043 11077 44540 20167 765 9542 239 7515 5881 2326 1009 3800 5208 13426 328 68 9080 101 74 2375 1349 8905 467 1923 4542 56
internal_value=0 -0.00389862 -0.0618316 0.00315676 0.0267309 0.0612116 -0.0175511 -0.0453651 -0.112096 0.0356346 -0.0192349 0.0608747 0.114893 0.175078 -0.129037 -0.0765274 -0.0108631 -0.0723128 -0.027284 -0.243986 -0.258285 0.183627 -0.235518 -0.0226503 -0.0141634 -0.0179057 0.232479 0.0151436 -0.108033 0.101912
internal_count=361931 267872 37550 230322 107779 54851 122543 68670 24506 43774 48503 34232 16189 10308 23741 13788 52928 18962 13754 9953 9885 805 3874 48264 45889 9914 7982 53873 6521 1979
shrinkage=0.000980392


Tree=3783
num_leaves=31
num_cat=0
split_feature=728 1100 800 791 730 519 775 138 1182 1080 993 921 981 467 914 934 416 782 1047 828 281 6 975 1039 497 1249 768 884 858 960
split_gain=24.1077 20.1363 21.4238 22.6984 29.9465 29.6857 27.1119 26.3356 25.6235 25.2243 24.771 28.0956 26.4348 24.6966 24.533 21.9964 30.0839 22.4043 21.9908 21.841 21.837 24.7232 21.7543 22.0463 21.6809 21.41 21.404 21.2243 21.0592 22.4444
threshold=1.0000000180025095e-35 1.6293515030253838 -0.57812715656594349 1.0000000180025095e-35 -0.33215574005720661 0.65569131416984383 2.0122105609356695 -1.2430830663240875 0.073158326182919689 2.2092738772757108 -0.89727091510114898 1.0000000180025095e-35 1.5547011264505639 1.0000000180025095e-35 -1.0872674249604384 1.0000000180025095e-35 1.3565550656719956 -0.84243843966579501 2.5785020864136827 0.054249048481095012 -1.1763491721892991 -0.63703759295199791 2.3749777580894733 -0.94293716748487044 0.34921007296954604 0.280204087680616 -0.11563839736555788 0.66905551989196432 0.55350330389352487 0.50383854765594693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 8 7 -7 13 10 11 22 -12 26 -11 16 17 19 -14 -6 -15 -22 23 27 -13 -10 -5 -4 -28 -30
right_child=-2 -3 3 5 15 6 -8 -9 25 14 12 24 18 20 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=4.6018848934972076e-05 -4.5666242041289483e-05 -6.4864504938420687e-05 -0.00069929388459354232 0.0001518096079612235 0.00048026539602356633 -0.00024461582510963681 -0.0011588682545736521 0.00016211681698529391 -1.0576095086164941e-05 0.00051646654358378631 -8.2324880976586515e-05 7.7924848620143999e-05 1.8943182063632245e-05 -0.00020387418644486437 4.9277854112910006e-05 -2.181159673281225e-05 0.00039844083183206933 2.275813917662652e-05 0.00050381994964226215 -9.6258681037903652e-06 0.00033107123548860496 8.7810085715352298e-05 -0.00036210437521331542 6.9858011639818688e-05 0.00044198450933116294 -0.00017329847165624014 -9.2739431223160879e-05 0.0002780984279529275 0.00020633019355542636 -0.00013167834047965723
leaf_count=45054 109090 32810 450 3154 975 807 88 9838 12759 513 66678 2210 8018 1062 3663 13590 1347 9452 386 658 2705 7481 1015 4515 1151 6897 11543 137 2476 1409
internal_value=0 -0.00258767 0.0039621 -0.00740815 -0.0259032 0.0279908 0.127835 0.136526 0.00300115 -0.0456556 -0.054811 0.0561472 -0.0682651 0.0431944 0.111228 0.0406742 0.107769 0.0678186 0.0454646 0.293666 0.125623 0.154641 -0.0407751 0.0182594 0.217692 -0.0639924 -0.00718015 -0.41931 -0.0429646 0.0919291
internal_count=361931 252841 220031 174977 114758 60219 10733 10645 49486 88736 84560 9478 75082 29830 4176 26022 12432 11085 8404 1633 11248 10186 6117 5102 3361 19656 18582 587 15428 3885
shrinkage=0.000980392


Tree=3784
num_leaves=31
num_cat=0
split_feature=785 1309 126 1088 1462 1184 846 1462 77 1466 639 318 697 695 1254 486 282 1177 225 706 74 885 424 761 427 1036 760 11 349 182
split_gain=23.2361 19.8963 22.8199 21.4899 20.8013 20.1413 22.0839 19.243 19.798 18.2691 18.5986 17.9769 17.9329 20.7119 18.3871 17.7096 17.9683 17.5189 18.6352 18.5258 19.7732 19.4626 20.1587 17.4708 17.5436 18.0568 20.6453 17.3451 16.9933 16.9593
threshold=-0.86283290253235112 1.0000000180025095e-35 0.70880289725806289 2.7639737144699819 0.70247026920229116 0.32136284863636239 0.35885439231009797 0.23315867714148311 1.0929599279503071 2.8104277349532114 3.103512251845403 1.4025286710420199 -1.0040178173049594 -0.13655842086726408 -0.89781713489874904 -0.040305169228156489 2.1624121111889694 -0.8893948489254806 -0.6438688108321885 0.078316244311203362 -0.91781937612370912 0.35018306414905159 -0.019915113034128563 2.4130835502434373 0.83495285649052164 1.9310634926863868 -1.0777695869593249 1.5518189653014103 2.0257598624127628 0.80071687052116158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 5 17 7 -7 23 15 10 29 -6 13 -8 -14 16 -9 -4 19 21 -21 -19 -23 24 25 -3 -27 -18 -28 -2
right_child=1 3 4 -5 11 6 12 8 -10 -11 -12 -13 14 -15 -16 -17 27 18 -20 20 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=4.3647073892730013e-05 -5.7238270565301734e-05 -1.8072120480017312e-05 -0.00010629661020703503 -0.00023552785246995422 -7.871221536841245e-05 6.9767135228324738e-05 0.00064167679025345121 -6.0051750916731944e-05 0.00020652896609624688 0.00010147671708353063 -0.00024803291707304356 -0.00061939593379391645 -0.00069747541893424669 -3.2091869373511286e-05 -7.9002971800267414e-05 8.0305629190360834e-05 -0.0011968848601779925 8.9341355886344683e-05 3.3071472326380484e-05 0.00061685795082353531 -8.5879631797676752e-05 0.00024601897284533031 0.00079289051832983314 0.00023741903573337261 -0.00013882796869508677 0.0013248606748924299 -0.00050518366820774346 0.00059352202264871545 0.00095195443614956869 8.3140412250005142e-07
leaf_count=29559 152424 30227 3949 1821 5329 32004 333 5696 2520 4070 3815 389 305 565 6921 6825 138 1109 25663 313 1616 691 583 959 8276 36 845 25 47 34878
internal_value=0 -0.0207173 -0.0339188 0.0047768 0.0159666 0.00912562 0.0467617 -0.01788 0.0467112 -0.0456638 -0.0495486 -0.112337 -0.0625586 0.227977 -0.103417 0.0100637 -0.0814613 0.0378094 0.0566978 0.201162 0.0146038 0.330052 0.508828 -0.0437013 -0.0511157 -0.0269845 -0.359907 -0.832189 -0.435864 -0.0465733
internal_count=361931 332372 234829 97543 39642 95722 40128 55594 15204 195187 191117 5718 8124 898 7226 12684 5859 33924 29975 4312 1929 2383 1274 40390 39431 31155 928 163 892 187302
shrinkage=0.000980392


Tree=3785
num_leaves=31
num_cat=0
split_feature=545 959 1094 112 51 705 410 12 912 905 1466 974 21 1469 269 1468 402 696 913 56 602 799 218 885 3 1427 710 911 1191 885
split_gain=22.6177 22.0248 23.6727 22.4868 24.7832 23.278 23.0438 23.5168 22.8072 22.1955 21.8129 21.6205 20.3343 26.4011 28.9465 34.1137 25.5622 24.9818 25.7555 23.0666 24.7321 22.7502 21.097 21.0534 21.2346 23.8128 20.8534 21.4695 20.5782 20.136
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 2.2718117149406565 1.8613588887694643 1.3612027609086828 1.0000000180025095e-35 0.60841355963960353 -1.8053664850396696 2.1634110522059333 2.5621452872994568 -0.56489514034160759 -0.32341995197817647 -1.2319146079207914 -0.67312717757827156 0.22012251894583709 -0.92710518500779682 -0.80807995734958527 0.33239220356726068 0.58160213896575708 0.66849908449309148 -0.58454210970522613 1.858692220626031 4.8263866747680533 1.8352272317779414 2.2971197365863145 2.4790415170315945 -0.72244441647419977 -0.026473720206994875 0.98964072280890891
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 12 7 9 -7 -6 -4 -10 13 -3 -15 22 -14 18 -18 23 21 -21 -16 24 25 26 -19 -28 -24 -13
right_child=1 3 10 -5 6 8 -8 -9 11 -11 -12 29 16 14 15 -17 17 19 -20 20 -22 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.0632002686902878e-05 1.9068979412864264e-05 0.00016172276530389832 -0.00012942593960921215 -0.00012613833362653222 -0.00015197313154079829 -0.00062802008248609637 -0.0003017921019490725 0.00032984589345878422 0.00022694303696891194 0.00098033916121091592 0.00024615383782971705 0.00011610271869946231 -0.00010807828744033021 -7.0742084299267512e-05 2.1075669876172728e-05 0.0001439478927737029 0.00011549755898274011 -6.647382326796076e-05 -2.3322491510152719e-05 0.0002256204010099179 -0.00010741325172315584 3.5713256124896359e-05 -7.163438062046635e-05 0.00048564860565811555 0.00010787192796773978 0.00014792123829092453 0.00047443506949779727 -1.7957132849705081e-05 -0.00062028513664822349 -9.6912693131245281e-05
leaf_count=94059 13044 5844 23741 9067 2930 282 3236 768 4460 71 765 6077 13192 15833 30619 11856 14599 64626 11039 3458 4068 15014 1042 317 3973 2726 626 1081 561 2957
internal_value=0 -0.00588972 -0.065095 0.00132648 0.00509118 0.00893267 -0.139374 -0.0211138 0.0956975 -0.117889 -0.115089 0.106427 0.00276523 0.0352118 0.0196665 0.046635 -0.0126655 -0.00314743 0.0580658 -0.0194211 0.0369185 0.0686754 0.00895224 -0.0400874 -0.0428001 -0.0524347 -0.0610682 0.176859 -0.247172 0.0456681
internal_count=361931 267872 37550 230322 221255 214250 7005 3769 13776 3001 24506 13494 200474 65755 59911 44078 134719 121527 25638 95889 22540 18472 32222 73349 73032 69059 66333 1707 1603 9034
shrinkage=0.000980392


Tree=3786
num_leaves=31
num_cat=0
split_feature=125 1470 789 279 885 57 50 429 5 750 1465 154 1106 21 417 493 37 210 1298 1457 1467 1058 1296 558 620 911 1186 14 357 1390
split_gain=11.6396 27.8072 22.3707 23.0577 21.8578 21.4723 20.842 20.7979 20.8662 20.382 20.1255 23.0323 21.1889 20.0773 19.6446 22.0345 21.1072 19.5047 19.2665 19.0796 21.3455 26.6426 21.4231 19.4276 17.9379 18.3835 19.6768 18.2931 19.567 17.941
threshold=0.58518330826110332 -1.3664195657027294 1.1248358748350926 -1.1438953002515546 3.5474713574483379 0.72527224708021132 0.55630078546380823 -0.33504845739026734 0.60939341433514727 1.0000000180025095e-35 -0.52774419131799011 -0.14955029676188528 2.5552546126877442 -0.32341995197817647 -0.0094250830192287392 -0.72877416023002917 1.5576139184267088 -0.71343035059320159 0.60955665694886108 -0.27093189812323831 0.052368138980887803 0.68734188997039636 2.8318058888163105 -0.072321578267347322 -0.36275158613436381 1.3611674584375415 1.4292847629869641 -1.7234157893384776 -0.84888809948216992 0.88097529896729665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 -5 9 8 -7 18 -11 12 -12 -9 16 -16 -15 -18 -1 -13 21 22 -21 -23 25 26 -20 28 -26 -27
right_child=1 2 -4 4 -6 7 -8 13 -10 10 11 19 -14 14 15 -17 17 -19 24 20 -22 23 -24 -25 27 29 -28 -29 -30 -31
leaf_value=-0.0015377022731394958 -0.031491083519522088 -0.0049075140112183084 -0.0037394726866637204 0.0015461191464694068 -0.019808784936780791 -0.0071533062308080046 0.0010410014033414223 0.017360528506637472 0.014434322356064989 -0.010884958066031207 -0.0086408462990591184 -0.0040537123221730254 0.033641339196130028 0.0053282737615696326 0.00012767485027053151 0.018343115431258203 0.023617742283526765 -0.020821476088377276 0.0038333234260286468 0.010432417937447279 -0.0033352906370440159 0.092867496013992121 0.11083570566591489 0.01052099769293381 -0.0041353368867112451 0.0083716815883607496 -0.013480626976474466 -0.0010503083922338127 0.064460026198461751 0.03153746353497594
leaf_count=150322 322 6971 10162 50616 462 1962 67273 2286 643 9828 9319 4607 192 2246 1152 1964 117 705 10788 2579 1885 121 22 98 149 2149 932 21458 123 478
internal_value=0 0.0184592 0.0210433 0.0351625 0.0471652 0.0508946 -0.0122696 0.132904 -0.0323831 -0.0254212 -0.099498 -0.0486901 -0.150295 0.181914 0.120576 0.236961 0.00370847 -0.281049 -0.0173927 0.0480298 0.171109 0.317125 0.239545 1.21883 0.0292425 0.08939 0.0501735 -0.0140678 0.644519 0.252008
internal_count=361931 79608 79286 69124 62153 61691 282323 11075 2605 215050 28651 18823 9511 8470 6184 3116 3068 822 186399 9312 4705 2820 2601 219 36077 14347 11720 21730 272 2627
shrinkage=0.05


Tree=3787
num_leaves=31
num_cat=0
split_feature=388 1230 1230 776 1242 1244 84 431 416 416 917 1231 1452 489 350 839 1400 284 836 483 1450 316 1323 245 481 775 1108 1160 696 639
split_gain=11.4544 17.0339 16.9878 17.3462 17.7148 20.7353 19.3479 17.3126 18.5791 16.2111 15.928 17.3582 17.8242 18.3016 17.425 17.3277 16.7922 18.1902 19.3338 17.1383 17.7558 16.6806 18.4726 17.8183 22.1382 17.0726 18.0634 18.7937 16.5919 19.8176
threshold=1.0000000180025095e-35 2.3457019632811744 0.38564141960353587 -1.5301981627000536 0.4795143376029844 0.36584304550623742 0.78422642340602844 2.4226479855893008 -0.63945374305270686 0.7477338460223758 -0.87522069518863144 -0.55512259543958953 -0.57485870102087877 2.5097233704611908 -0.45292360117616298 1.6422393905109185 1.8158146999799889 -0.15476048814562224 -1.5664519769107892 -0.30553248901534896 0.047327385624152674 -0.59883289487823765 0.41569041832742865 -0.6654840235061783 1.0000000180025095e-35 1.8501938773889579 -0.79385108714755437 1.0000000180025095e-35 0.95274552818944858 -0.44361505152062025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 7 -6 -7 -5 -9 -3 16 12 -12 -14 21 -16 17 19 -19 -2 -21 22 -13 -24 -25 -23 27 -27 29 -15
right_child=1 9 3 4 5 6 -8 8 -10 -11 11 14 13 28 15 -17 -18 18 -20 20 -22 25 23 24 -26 26 -28 -29 -30 -31
leaf_value=8.4629885033276394e-05 -0.011451693956576759 -0.0096957989870283395 0.036363891147377404 -0.0018578530229855954 0.0029535712406968673 0.029210834858734904 -0.0085163246062956374 0.018085945782748841 0.11900551569337037 -0.047572675802046688 -0.0077495837891394682 -0.0054096979726630237 0.0016783515418472865 -0.0086408391332105285 -0.0021463760121443066 -0.021758238808746912 -0.022393480691877733 0.034214700011808832 0.0069222775393342224 -0.0040542218264102634 0.024033287149142643 -0.013213917990135228 0.092876110178405705 -0.0073907466896958891 0.067967411045839435 0.089823641546493471 -0.0047574980081910179 0.0018272040459507144 -0.02562451984082665 0.077455086750779362
leaf_count=289955 1965 950 261 11067 3468 893 241 210 26 211 3786 1246 10498 66 18627 987 517 474 2911 1091 633 10635 53 230 67 82 504 84 67 126
internal_value=0 -0.034575 -0.0290069 0.0394454 0.0300138 0.154941 0.42749 -0.0237457 0.676262 -0.329311 -0.0533687 -0.0724376 -0.00164758 0.0500342 -0.110673 -0.0606771 0.057811 0.0880014 0.213747 -0.0513672 0.144572 -0.194373 0.0672388 0.566902 0.314797 -0.235321 0.202572 0.929071 0.710738 1.04233
internal_count=361931 71976 70815 16166 15905 4602 1134 11303 236 1161 54649 47058 14543 10757 32515 19614 7591 7074 3385 3689 1724 12901 1596 350 297 11305 670 166 259 192
shrinkage=0.05


Tree=3788
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 678 1218 678 1376 1467 533 1458 930 1097 912 592 1324 588 575 689 498 692 156 221 399 1339 910 695 635
split_gain=27.4538 20.3126 23.2044 28.3452 43.5709 39.4656 26.7017 27.3173 24.4069 23.671 26.4246 22.9584 22.2933 21.4608 25.6616 24.6324 25.6369 24.4771 21.3444 21.6573 21.0717 21.1413 21.2288 20.7855 20.5725 20.5364 20.1816 19.9486 22.3208 19.9142
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 3.9048232315577729 1.0000000180025095e-35 1.0000000180025095e-35 0.027744735654897854 1.0000000180025095e-35 1.8992776531617575 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 2.0883641899847656 0.71188872395471614 1.0000000180025095e-35 -1.1110989058077336 -0.45889317716256084 1.5158612506186986 0.41752742923255598 -0.061169154604351648 2.1487506720385596 0.34162050420822443 1.595931724233711 1.0566345176742331 -0.73395965499931781
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 6 8 -6 7 11 -5 10 -8 12 23 14 15 -2 -17 25 19 29 21 -13 -23 -4 -12 27 -22 28 -15 -3
right_child=1 18 3 4 5 -7 9 -9 -10 -11 24 20 -14 17 -16 16 -18 -19 -20 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.8578338131015207e-05 3.7812340945603506e-05 -0.00029806300203228146 -9.2272361266706587e-05 -0.00021097087745981498 0.00029997644428084934 -0.00051123281646649481 -2.2040522033346173e-05 0.00035204554873550863 5.5291621622247793e-05 -7.3136333827400238e-05 5.934478698085448e-06 0.00017475302672546755 0.0001092345649308846 -6.443338993517181e-05 0.00015274969000411676 0.00032360314019493894 -0.00036249762436886865 0.00029574564596970208 0.00016847991297677293 7.1376784125283397e-05 -3.4022924107464569e-05 -5.7070403008761658e-05 0.0003551704244697775 -0.00021595629267129467 0.00014784943439894742 -0.00048017548272950779 -0.00011812747653286749 0.00014364476394303755 0.00017977379060075228 -2.4765722244540851e-05
leaf_count=29559 15564 1645 52456 2881 3683 279 35199 651 4547 25094 9901 4234 2629 26613 8719 314 1720 1045 4398 9681 56895 7126 633 15081 8919 464 21463 3009 1735 5794
internal_value=0 -0.0212465 -0.0267151 -0.0373801 0.0693331 0.246957 -0.0435613 -0.0635147 -0.0349244 -0.0106163 0.0135298 -0.06607 -0.106319 0.0132518 0.0618978 0.00793456 -0.242098 -0.0252209 0.0415167 0.0069899 -0.0433854 0.04416 -0.022991 -0.117615 0.0794958 -0.0369155 -0.0583524 -0.0295798 -0.0482016 -0.0807648
internal_count=361931 332372 310854 251671 11390 3962 240281 161168 7428 79113 54019 160517 70166 59183 26317 17598 2034 32866 21518 17120 90351 11993 7759 67537 18820 31821 78358 31357 28348 7439
shrinkage=0.000980392


Tree=3789
num_leaves=31
num_cat=0
split_feature=785 332 395 540 1450 1450 162 617 789 1356 714 527 1037 864 1245 1464 296 71 79 1214 1055 1035 12 960 416 283 633 590 1392 1391
split_gain=21.4993 17.2687 43.7923 26.96 30.3416 24.3496 22.8939 23.2386 22.4852 23.0574 34.8196 24.8198 22.7493 21.8093 23.6088 21.5938 25.1949 19.3501 18.9869 24.5323 28.3521 18.8813 20.6843 18.845 19.4963 18.8293 18.9418 26.4694 21.2293 20.3642
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 -0.35262914890079794 2.2492318380171201 1.0000000180025095e-35 1.6614250791469047 1.1248358748350926 1.1703909184639636 1.0000000180025095e-35 1.0000000180025095e-35 1.6159143877994524 0.72275257928592751 -0.027406703220118348 0.2291445000830519 0.42898614804244301 1.1322929847234067 0.78667210119467368 0.99600989723813427 -0.15798363767317566 0.08796403443343255 -0.43452569507242556 1.0000000180025095e-35 -1.2405683649852424 3.2009538167291431 1.9976441459236287 0.58895901036483078 -1.1283819630554444 1.9262293263007251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 8 15 21 -2 23 9 -3 11 -11 13 14 -12 16 -5 -15 19 20 -18 22 -6 -8 -25 26 29 28 -28 -10
right_child=1 3 -4 4 5 -7 7 -9 25 10 12 -13 -14 17 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.2935686635247061e-05 -0.00016504949068896668 -1.6478068752061387e-05 -7.5253395220244536e-06 -0.00013425659491695811 -0.00011227604566077759 -0.00021464450626190284 -7.2746309848133653e-05 -0.0002656228675866003 -8.6236464169107873e-05 -0.00017386806675241101 -1.2813703151661133e-05 7.6092705393565285e-05 0.00049340552892390048 -5.0139299621776739e-05 0.0002684180480843055 0.00011917055544869343 1.9152231034531664e-05 -0.00096268624805725825 -0.00034876762719059269 -0.0008414088277122106 0.00059710916560589951 0.00023477101740741442 0.00014472530140149277 -0.00041313066098852693 9.7019444406146093e-05 0.00082685882015929029 0.0012156951279930122 0.00065495355750720544 -8.4213302533435615e-05 -0.00045479622735611266
leaf_count=29559 29081 111673 82513 6341 1840 778 28387 6656 23539 3609 1940 4117 798 886 3880 3222 732 113 296 96 644 5257 4448 934 8191 109 62 280 1058 892
internal_value=0 -0.0189864 -0.0397356 -0.00488791 0.0583173 0.127609 -0.0969299 -0.0595637 -0.0170233 -0.00486507 0.0733032 -0.0356915 0.170895 0.131265 0.181141 -0.0190251 -0.07644 -0.152112 0.142786 0.235485 0.300231 0.151139 0.0746943 -0.0400428 0.0669608 -0.0797411 -0.0840011 0.156469 -0.0123406 -0.100528
internal_count=361931 332372 155762 176610 23654 12323 73249 44168 152956 127016 15343 7726 7617 6819 5820 11331 8109 999 1768 1472 1376 11545 6288 37512 9125 25940 25831 1400 1120 24431
shrinkage=0.000980392


Tree=3790
num_leaves=31
num_cat=0
split_feature=785 1309 62 1088 365 269 830 878 422 1247 545 941 567 1442 690 911 694 913 794 839 1168 1328 1173 23 308 1462 346 904 1249 1104
split_gain=24.2762 20.4089 23.2324 21.3139 21.2998 22.3153 20.26 20.9344 21.9087 20.4315 20.0591 22.2053 28.4878 23.2487 25.352 24.3531 22.5123 21.2978 20.922 20.7543 19.8384 19.5949 24.2404 20.4164 28.5421 19.4544 19.346 19.2453 20.1887 18.7034
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.7639737144699819 1.7886704068378352 1.0000000180025095e-35 0.70639586890216266 1.6473864309851525 0.9847938540803961 -0.22727425639912183 -1.0372938969678034 0.85078777678020689 1.7811711699895054 -1.2625182715263061 -0.99375782586399386 -0.72244441647419977 2.350460828006812 0.2033186708601831 2.2041218380651819 2.778493016390716 0.56478982777245867 0.31651853553456838 2.3601967597189879 -0.85449817444116605 1.4257133859572404 3.8184655586880809 0.47832108185821981 1.0138850449405574 0.280204087680616 0.3240979134577599
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 -6 25 8 -8 -10 21 12 13 17 15 16 26 -12 20 -17 -13 29 23 24 -23 -3 -15 28 -11 -4
right_child=1 3 10 -5 5 -7 7 -9 9 27 11 18 -14 14 -16 19 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.3819643102067539e-05 -5.4440178411903558e-05 -1.4504872104076328e-05 -0.00019903889657097394 -0.0002352717784261814 -0.00012385097087248836 -0.00048129089734955626 5.3040982558082491e-05 -0.00011790186657997601 1.9685341248743976e-05 0.00049980510445960208 -5.5908935728397579e-05 7.6255564536649356e-05 0.00011865540091844454 0.00045890008745500162 -3.1857088896908386e-05 -3.1575481305706856e-06 -0.00028834713708832452 -0.0002761583498394103 0.000414382169431106 0.0010723636119185629 -0.0001564644340473794 0.00022638471184242869 0.0006728057462271074 -4.8692410637945469e-05 0.0019089454776046572 0.0002566135931103655 -8.4513887448138219e-05 -0.0002073047871860813 -9.9407815884653395e-05 1.7049041213624354e-06
leaf_count=29559 98638 72540 11113 1821 5721 1600 16389 2358 1211 1645 7599 14869 6432 1723 59948 4872 319 4313 702 68 2353 513 349 8844 80 1055 442 247 277 4331
internal_value=0 -0.0219072 -0.0352681 0.00390401 -0.064791 -0.210041 0.00823366 0.0642287 0.0875112 0.239042 -0.0150877 -0.00280951 -0.0189132 -0.0316094 -0.0165434 0.107094 0.289887 -0.136582 0.0670856 0.016399 0.0511583 -0.0856214 0.0129547 -0.0153825 0.473072 -0.0100095 0.369018 0.358399 0.425146 -0.143504
internal_count=361931 332372 234829 97543 105959 7321 95722 22127 19769 3380 128870 103640 85716 79284 67372 7424 2484 11912 17924 4940 17222 25230 9786 9437 593 73595 2165 2169 1922 15444
shrinkage=0.000980392


Tree=3791
num_leaves=31
num_cat=0
split_feature=785 852 717 921 791 1171 728 588 996 519 689 620 645 252 1124 1256 494 898 662 589 647 633 817 537 356 771 899 934 958 785
split_gain=11.7574 13.027 24.0985 29.8219 23.9738 21.9266 20.8226 26.7945 24.7992 27.635 23.26 22.8037 21.8914 20.8861 20.7377 21.2221 20.4639 26.597 20.4146 28.5082 47.8205 23.1575 22.2714 23.9647 20.726 20.3104 20.3093 20.1692 21.6045 21.1389
threshold=-0.86283290253235112 1.0747610123934368 0.47434941765559457 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 2.250834115212506 1.0565563832172893 0.65569131416984383 1.0000000180025095e-35 1.1734518836084071 1.0999280683389623 1.3587327497710002 1.2778793306318088 -0.77355756603751835 0.43427528898555345 2.7183332599507914 -0.58271687606615485 1.4824100882457953 -0.87782724458594241 1.6814437172845389 1.0000000180025095e-35 0.44238072866629086 -0.84974650888149217 1.1613851119066363 -0.74996044404392903 1.0000000180025095e-35 1.313041538630376 0.58460966528228819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 16 11 18 9 10 -9 27 13 -12 15 -5 -4 -18 19 21 24 26 -23 -24 -21 -14 -8 29 -29 -2
right_child=1 2 3 14 -6 -7 7 8 -10 -11 12 -13 25 -15 -16 -17 17 -19 -20 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0018901350258047475 0.0065122284425539571 -0.0016050173569024065 -0.011666734322339008 -0.0049390979030033665 0.0074510328664028434 0.0043943063489870994 -0.0059633834040917879 -0.004368865812976885 -0.0089122952754362213 0.014734257529343167 0.01285918077210713 -0.0047931532913056997 -0.011339871023180265 -0.017551199442020295 0.025986407534712409 0.0096065400558086878 0.00052724940449025469 0.087206302344599168 -0.0022330958776932697 -0.0085326091438419228 -0.0011041206334762943 -0.0085249315997235516 -0.011551473662490534 0.0087606768282563249 0.022613816353621613 0.062060537319351766 0.0027768448595990882 -0.0021322872646061353 0.0052948881690128386 -0.0020258496139900703
leaf_count=29559 16735 20448 4227 1572 4075 2880 5357 3719 1631 2647 3769 7565 968 296 758 6458 1848 47 178817 298 3349 7768 1339 2577 1964 39 20491 18063 7304 5363
internal_value=0 -0.00881951 0.0281724 0.0770015 0.00812866 -0.0565524 -0.0148354 -0.0252646 0.0700711 0.106453 0.045134 0.0248181 0.14233 0.213164 0.172723 0.14115 -0.140749 0.0532998 -0.0323147 0.0122266 0.154623 -0.0126228 -0.0997626 0.049377 0.380696 -0.154322 0.0261187 0.04284 -0.00115604 0.0930922
internal_count=361931 332372 42313 21865 13077 9002 290059 235029 13069 11438 8791 55030 5072 4065 8788 8030 6122 1895 221960 43143 5611 37532 11684 3916 2262 1007 25848 47465 25367 22098
shrinkage=0.05


Tree=3792
num_leaves=31
num_cat=0
split_feature=545 959 785 1094 1361 801 112 200 21 1356 885 1450 830 51 1452 705 1449 1454 288 21 1458 1452 1452 1450 1116 710 925 1052 772 1459
split_gain=25.5608 24.1887 25.4624 23.7665 22.0666 21.6574 22.5419 21.2388 31.6058 27.2137 28.7479 24.9644 24.954 23.3418 22.7327 23.1924 21.6324 21.6034 22.3308 21.673 21.5292 27.4985 24.4337 22.4081 21.4387 20.7844 32.6824 21.6316 20.7948 23.0594
threshold=-1.0372938969678034 -1.2907225086880219 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.4302281316754546 2.2718117149406565 -0.97734522064874174 -0.13431221002227373 1.0000000180025095e-35 2.2685560401286238 1.3264365022561064 0.78234099439613802 1.0111847875080273 3.7880456279442689 -0.15493602701248427 0.3746820073494514 -0.91909735138557946 1.5105783451182 -1.2689586617576902 -0.60497245824756685 1.8728009796554159 1.1550274867029908 1.5329759659609314 -0.96164459545128012 1.3536697095467554 1.0000000180025095e-35 -1.564864261642205 -0.88258992903621813 0.35667717392129655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 -4 13 25 11 12 -11 17 15 -14 -12 19 -19 -9 21 -13 23 -22 -20 27 -27 -10 29 -29
right_child=1 2 5 4 -6 -7 -8 8 9 10 16 20 14 -15 -16 -17 -18 18 24 -21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-5.1937521916450651e-05 1.7991098365029454e-05 6.8576601586722497e-05 -5.8074559475589263e-05 -0.00022903774806103504 -6.1698762019968248e-05 -8.1976400318433122e-05 -0.00013744931349802834 -0.00070017764899669001 -0.00066874352771673421 -5.9388703867320194e-06 -0.00011110919169433598 -0.00051845740851192302 -5.2132895266882162e-05 -7.8474646820891574e-05 -0.0010940773935190422 0.00021193885085123856 -0.00076466619860639674 7.3684910571489894e-05 -0.00062961100924014844 0.00033296990035664353 0.00093517243405857517 0.00079294835582370906 -4.5335343469258418e-05 0.00033753119655806395 -4.4028175174718514e-05 0.0002321683344320964 -7.0580454118862325e-05 3.0634319233699205e-06 -5.7586013073497465e-05 0.00032353101696188893
leaf_count=94059 13044 24714 26140 10243 14263 17131 7988 123 302 17857 875 291 1948 6300 66 5589 311 45505 382 1991 306 82 490 1046 4290 2987 3118 4799 54369 1322
internal_value=0 -0.00432572 0.00324257 -0.0663875 -0.116494 -0.00507354 0.00168277 0.00591054 0.0148443 -0.00952414 0.0442576 0.057896 0.0382904 0.0552598 0.138507 0.149028 -0.285068 0.0695511 0.060549 0.289353 0.265076 -0.201976 0.351834 0.488815 -0.0851823 -0.0347985 0.0819699 -0.0478675 -0.0450831 0.0797929
internal_count=361931 267872 230322 37550 24506 205608 188477 180489 154349 95758 28861 27675 25460 58591 7603 7537 1186 52291 50177 2114 2215 373 1842 1352 4672 66897 6105 60792 60490 6121
shrinkage=0.000980392


Tree=3793
num_leaves=31
num_cat=0
split_feature=1238 294 971 1230 44 602 1187 143 1181 424 898 1326 498 1462 1255 797 509 682 1322 572 1189 1382 428 345 282 695 1191 562 843 503
split_gain=11.7282 17.3519 17.3405 16.6145 21.4303 18.0859 21.6747 19.4007 20.2069 18.2953 21.4881 23.3602 18.2073 17.5057 17.3698 17.126 16.8566 22.6913 18.2053 21.644 17.8569 16.8134 16.7283 16.4136 22.6717 20.0923 17.8816 18.7021 21.4394 18.8588
threshold=-0.6968354641114346 1.0322592377986608 3.4488169158090014 -0.92106560951488936 4.0886425239914255 2.6455866734826223 -1.0268569153572566 -0.72319605263816955 1.5691030374452992 1.3333796811882606 1.3748243268108016 2.2622166735480778 1.82911433652524 0.79865288842650972 2.6201666929809257 2.2664977771003176 0.60956817060957857 1.3140755578960717 -0.023377045213566448 1.555497570519482 -0.12997153126616487 2.4269913276931017 2.0351964146576198 -0.052552023551639043 1.0293296220284156 -0.59827221012897369 2.2646820569405408 1.4877439503621563 0.10392218017985087 -1.3405746646687977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 23 4 16 7 -7 8 -5 10 15 12 -12 -10 -11 -9 17 -1 -19 -20 -18 -8 -17 -3 25 -25 27 29 -29 -26
right_child=1 2 -4 5 -6 6 21 9 13 14 11 -13 -14 -15 -16 22 20 18 19 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.0031363041015283095 -0.00045050509648019034 -0.0070856133840448143 0.039657019876342126 -0.0031412373715583803 0.051174655000483543 0.073714571157293435 -0.0086345210109873838 0.0021501744597763254 0.0023040711996405172 0.0068010133717933373 -0.0053018751807986037 -0.060347579738623924 0.01944481842836935 0.022786139257567933 -0.047963538594477634 -0.0068274006176014534 -0.018129350217543302 -0.0014419206721348512 0.011681120574652417 0.051583334140296588 -0.0025553730020897707 0.043835951451291016 0.022536283678888713 -0.014658415626000188 0.098727914989633819 -0.00021085327403909363 0.042334951436280577 0.072973152047845297 -0.024484174912238262 0.0012969327149732687
leaf_count=13373 180952 16079 141 21539 76 34 3361 81614 2765 9805 6970 103 357 572 79 4397 2081 1153 988 194 2515 62 203 2515 32 7515 243 136 68 2009
internal_value=0 -0.0171075 -0.0794931 0.009923 -0.0532914 0.0186451 -0.133254 0.0231415 -0.0355272 0.0359992 0.0265611 -0.0927598 -0.0777723 0.124587 0.127889 0.0359747 -0.0587387 -0.0242564 0.17961 0.369763 -0.193215 -0.150964 -0.101437 -0.0845287 -0.011372 -0.070726 0.21053 0.133153 0.914187 0.0592182
internal_count=361931 209690 28738 152241 20380 131861 3457 128404 24876 103528 93644 7430 7327 3337 9884 86214 20304 15708 2335 1182 4596 3423 4600 28597 12518 10030 2488 2245 204 2041
shrinkage=0.05


Tree=3794
num_leaves=31
num_cat=0
split_feature=1430 1298 1444 746 1456 602 65 494 702 983 1469 636 747 216 480 1452 280 763 1083 651 784 1249 1107 1050 636 632 82 365 494 759
split_gain=11.7823 20.1278 20.5233 19.4675 17.9349 17.3341 18.891 19.8113 17.7807 20.6442 18.0592 18.9586 17.286 24.3148 21.0421 19.0987 24.3615 17.9688 17.7529 17.624 17.3841 19.5982 18.2787 18.8302 17.3823 17.1971 18.159 17.005 19.851 17.6927
threshold=0.54622893720785959 1.0000000180025095e-35 0.61050815248025436 0.66766320980544069 6.5329192360459878 1.0000000180025095e-35 1.6527691397016595 -0.43777449311249877 -1.0414806103856402 -1.7917265387117234 -1.3538714453306848 0.17738244239422618 0.98810451262880827 -0.98230591069319373 -1.0785754684265649 0.35442217057080599 -0.38956928810403307 0.55579690837576468 1.911083489114747 1.0000000180025095e-35 -0.90362276233551631 -1.4894897667903759 0.034120623078675312 0.31764701541146939 2.0017206955788622 -0.8759528342717533 0.94688802711445497 1.4617216269639346 3.1512143085875253 1.3436223217135557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 12 6 7 -1 9 -7 11 -10 19 14 -14 18 -17 24 -15 27 22 -22 23 -21 -16 -25 -27 -2 29 -29
right_child=4 -3 -4 -5 -6 8 -8 -9 10 -11 -12 -13 13 15 17 16 -18 -19 -20 20 21 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.007221314933510789 0.0022563262445523518 0.00021484194680036376 -0.0065192183019693309 0.004628761628850204 -0.060273539495895749 0.039475926332413425 -0.012532406738437599 -0.0011551104540624964 0.041568939745431931 -0.0079198794783505739 0.0003652707409675157 -0.0077288429080058039 -0.036451953415414365 0.010817294249519216 -0.0026488388723017089 -0.014629806836577478 0.0103414609430783 0.032352347222107843 -0.018554051628057421 0.0040579098410625332 -0.029494535267323582 -0.002966376711935927 -0.0023720432499473752 0.11646634282286789 -0.051847153068405476 0.014585995572990946 0.062893875350666761 -0.0091080024285061182 0.071668175715324287 0.01854807865539003
leaf_count=15513 44295 152207 17393 6027 66 128 7491 33410 207 5932 38447 129 253 6123 815 900 828 138 251 1993 394 20944 3111 21 90 661 95 3702 36 331
internal_value=0 -0.0123782 -0.0378604 -0.0260216 0.0182454 -0.0359035 -0.0714388 -0.056885 -0.00409079 -0.134321 0.012785 0.472933 0.0191025 0.102307 -0.166029 0.1439 -0.0527813 -0.0381958 0.195381 0.0069438 -0.0384486 -0.0681441 0.0692607 0.202604 -0.14825 0.485428 0.428797 0.032987 -0.114883 -0.132722
internal_count=361931 276884 124677 107284 85047 101257 56414 48923 44843 6060 38783 336 84981 9398 1296 8102 1728 1043 6374 75583 27219 21338 5881 2770 905 777 756 48364 4069 4033
shrinkage=0.05


Tree=3795
num_leaves=31
num_cat=0
split_feature=1458 1451 1451 1465 1467 1466 1469 1460 1465 1465 1464 1461 148 1469 1320 1470 1451 1466 540 755 1452 21 1453 903 139 641 1466 1461 1463 21
split_gain=11.621 20.0038 28.4572 47.7266 28.8917 25.6814 27.7743 25.5903 22.8485 26.9782 24.7167 34.1292 21.8983 21.6989 20.7593 18.9686 21.0483 18.6229 18.7173 18.6496 18.408 21.7244 22.3311 21.3244 18.3434 18.1896 17.6664 17.5368 17.4587 17.4232
threshold=1.8460070869938618 -0.25910899813774896 0.3758385437834118 -0.32159838348241315 -0.18311682575193569 0.34470978700861038 -0.083159881350181278 1.9901129404352613 1.2681187158573388 0.84595576380118198 0.51136205849063443 1.0519922171908489 -0.25355960617558909 1.2583653301586482 0.49031526172507683 0.13162590611144762 1.0127412325901599 0.13570282401931955 2.2707766433665819 0.58583312291556033 -0.049547816776096786 1.5676574675808517 1.9142027959396961 -0.70876858205599802 -0.94855913099538103 1.2822131349485493 1.3730829875509711 1.2257192582534573 2.3726404601227626 -3.2545899522946695
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 7 3 -3 24 17 15 8 9 10 13 12 14 20 25 16 28 18 19 -4 21 22 -2 -22 -5 -12 -10 -26 -7 -1
right_child=1 2 5 4 -6 6 -8 -9 26 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.019261645808361299 -0.024297579592937466 0.028331527546248694 0.0032296275749095875 -0.054060006213663775 -0.023854138270458718 0.032707592019565593 -0.047794847122590488 0.015366086032537432 -0.027338089741076294 0.019664922357829566 0.0064003201817833602 -0.030529131109527981 0.039200123801164277 0.076948541100049381 -0.051023856825282966 -0.067351057936877665 0.0067932346179758671 -0.032771981552742212 -0.0583066092294003 -0.018304464228283624 -0.026238736242392938 0.057762926363316071 0.011796811833079547 0.0064312835985087559 0.011709003406565589 0.094800516591748596 0.0012059353411348513 0.069774611924461299 -0.023384821106709031 -0.00039883503708671098
leaf_count=583 1587 1291 2518 44 535 583 109 837 913 625 302 205 396 31 81 47 2720 322 74 729 359 41 207 1120 346 23 395 68 76 344764
internal_value=0 0.0522644 0.116732 0.328721 -0.0876086 0.0501303 0.17264 -0.0372179 -0.0883671 -0.022123 -0.0859575 0.21368 0.411039 -0.179499 0.0641701 0.20307 0.218608 -0.0865494 -0.0413926 -0.0166144 -0.198288 -0.347102 -0.38625 -0.0122115 0.33575 0.282398 -0.361156 0.489942 0.54485 -0.00724874
internal_count=361931 16584 9462 2284 993 7178 3535 7122 6285 4977 4352 1007 802 3345 406 3426 3379 3643 3321 3247 3314 1835 1794 1479 458 325 1308 414 659 345347
shrinkage=0.05


Tree=3796
num_leaves=31
num_cat=0
split_feature=785 1309 1088 62 61 1184 846 294 614 76 1045 476 734 907 158 1050 1181 1041 12 1462 77 421 346 1039 479 761 1243 489 427 1036
split_gain=19.9093 16.878 21.2727 21.1768 20.9698 20.126 21.8145 19.4073 24.1667 25.7827 22.0704 19.126 19.6134 21.3046 22.8381 22.2509 19.957 18.9318 18.7487 18.2444 19.4277 17.9465 17.8157 18.31 19.5624 17.6286 17.5201 20.1977 17.4342 17.8044
threshold=-0.86283290253235112 1.0000000180025095e-35 2.7639737144699819 1.0000000180025095e-35 3.2658335243644596 0.32136284863636239 1.1504829799273912 -0.078187856073200182 1.0000000180025095e-35 0.6057866093897768 3.6828392230247013 1.1361236590950645 0.85494804639094091 0.60734054775592716 -0.03476977395467034 -1.3956054720241469 0.20498346081528948 -1.3556851883446164 1.8639264204075874 0.23315867714148311 1.0929599279503071 -0.85785712443905593 1.8146883021130515 -0.17785425495211246 1.6834386678921571 2.4130835502434373 -0.32127136491861125 -0.62090568197613027 0.83495285649052164 1.9310634926863868
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 19 -7 11 -9 10 17 12 22 14 16 21 18 -10 -14 25 26 -15 -5 -24 -25 28 -21 -28 29 -3
right_child=1 2 -4 7 -6 6 -8 8 9 -11 -12 -13 13 15 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=4.1976867378659402e-05 -5.3246801998049289e-05 -1.6532906148821438e-05 -0.00023351541879453719 1.2385590357165377e-05 -0.00040442316761254852 6.3971394879845349e-05 -0.00010203872845002644 -0.00013494294299588034 -0.00039645979889174854 -0.00016038594794171813 0.0012609225380741664 -0.00011337755020339777 0.0001015687381126105 0.00057539147895870253 0.00020561206001849526 0.00030823181937236614 -0.00018752876825730352 1.7269214147911904e-05 -0.00035890730781674431 6.709264453932156e-05 0.00020463517169987971 -0.0010458033429717694 -0.00032311370180010705 -8.3993396300480232e-05 0.00065453408833497488 0.00024062903088035328 -0.00037697563062680207 -2.402264160231478e-05 -0.000137005859418007 -0.00034949882443886918
leaf_count=29559 104635 30227 1821 56133 1324 35522 4606 16221 800 5664 70 5895 4525 53 3244 2738 2195 26787 479 8159 2520 153 1983 1608 322 959 1044 3481 8276 928
internal_value=0 -0.0176198 0.00588101 -0.0298033 -0.0580675 0.0102117 0.0478735 -0.0105035 -0.0488497 -0.01643 0.0120582 0.0114353 0.0216918 0.0980825 0.051529 0.267947 -0.0167424 0.00869621 0.0606664 -0.0168114 0.0461442 -0.558634 0.00278245 -0.163386 0.0174925 -0.0419809 0.0098072 -0.101377 -0.0494376 -0.0253583
internal_count=361931 332372 97543 234829 105959 95722 40128 128870 49542 33321 27657 79328 73433 13387 10443 2944 7199 27587 5004 55594 15204 206 60046 3913 1930 40390 12684 4525 39431 31155
shrinkage=0.000980392


Tree=3797
num_leaves=31
num_cat=0
split_feature=545 959 1094 785 852 717 921 791 568 21 1469 269 1454 1453 912 706 639 896 917 953 1055 1464 723 930 282 917 3 1149 776 1450
split_gain=25.7878 25.2884 23.9447 22.1589 22.3919 30.3295 25.7003 29.2445 23.937 23.2141 30.8693 30.3866 29.5489 29.0935 27.0037 42.6073 28.3491 24.8478 25.2378 24.8094 23.8609 23.8021 23.0716 30.0654 23.2625 24.2908 22.8872 22.7489 22.2388 22.1545
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.86283290253235112 1.0747610123934368 0.47434941765559457 1.0525743831388839 1.0000000180025095e-35 0.95996774647840766 -0.13431221002227373 -1.1256941366283033 -0.36806838854686125 2.0210792552568502 -0.20662850366848182 -0.57916328044525633 1.6328603979071199 0.2808247046165675 -0.36124603107481074 -0.59841769849921422 0.67505964681462227 -0.050951592202695524 1.8829436135215958 -1.0570063487222232 1.0000000180025095e-35 -0.45269522538573415 4.3127385003387806 -1.5617648451541961 -0.45171589405301432 0.14832366546612832 -0.052814238061147031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 9 8 7 -7 -6 10 26 -12 13 14 15 -13 27 18 -11 29 -17 -14 23 -19 -24 -26 -5 -16 -29 -15
right_child=1 3 -4 4 5 6 -8 -9 -10 17 11 12 21 19 16 20 -18 22 -20 -21 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-5.3922328489247511e-05 1.5081047940736355e-05 6.2552504594955263e-05 -0.00011738221773450359 -0.0003102129330768387 -8.1518353861904583e-05 -3.2266033379425548e-06 0.0002673120847382685 0.00022435297216386784 0.00019075158347934323 7.3628935339706451e-05 -8.5370340193746102e-05 -0.00023429209740552601 -0.00039152819319605966 -3.208965407608484e-06 0.00015987915945698083 0.00083752394127351319 -0.00011738289444580012 0.00021607322605183388 -3.2750646715758077e-05 0.00026334605014666533 -0.00036709488481404033 0.00023273832701161553 -2.6047167457016254e-05 -7.3364857550341689e-05 -0.00013222005599335761 0.0014436611725010275 0.00014068935835465692 -0.0001046748494918901 0.00012468022206699043 0.00018533001817190294
leaf_count=94059 13044 24714 24506 587 9519 8374 3472 3379 1830 13888 20408 4544 1437 9365 6888 300 5678 2612 37791 3246 148 318 17828 3887 27827 44 9684 4669 3325 4560
internal_value=0 -0.00619831 -0.0695348 0.00154007 -0.00620025 0.0522656 0.112117 0.0648569 -0.0374834 -0.0155655 0.0153422 -0.0049777 0.0257038 0.0374386 -0.0108618 -0.169525 0.02296 -0.0368737 -0.00301528 0.108838 0.524288 -0.261041 -0.0720472 0.0459022 -0.0911616 -0.132057 0.120957 0.0708577 -0.00857731 0.0632237
internal_count=361931 267872 37550 230322 205608 26574 15225 11753 11349 179034 75157 64886 44478 42723 25552 4992 20560 103877 51679 17171 448 1755 52198 6499 45699 27871 10271 14882 7994 13925
shrinkage=0.000980392


Tree=3798
num_leaves=31
num_cat=0
split_feature=545 959 1094 1466 785 801 112 200 21 1356 885 1450 830 51 1452 705 1449 1458 1452 1452 1450 710 925 1052 288 266 426 257 85 982
split_gain=21.2699 21.233 23.1663 21.1704 20.8699 21.4687 21.2254 20.3063 30.6284 27.7686 28.8367 25.2534 24.5877 22.8849 22.6404 22.0807 21.4532 21.4086 27.4388 24.3684 22.2551 21.3407 33.1507 21.4928 20.9498 20.7151 20.631 20.5524 21.1094 20.3384
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 2.5621452872994568 -0.86283290253235112 1.4302281316754546 2.2718117149406565 -0.97734522064874174 -0.13431221002227373 1.0000000180025095e-35 2.2685560401286238 1.3264365022561064 0.78234099439613802 1.0111847875080273 3.7880456279442689 -0.15493602701248427 0.3746820073494514 -0.60497245824756685 1.8728009796554159 1.1550274867029908 1.5329759659609314 1.3536697095467554 1.0000000180025095e-35 -1.564864261642205 1.5505249178599187 1.8774517785392637 0.80942903650200848 0.64657819277429363 1.0444796584085554 2.9259986913243421
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 7 26 13 21 11 12 -11 24 15 -14 -12 18 -13 20 -19 23 -23 -10 25 29 27 -6 -29 -9
right_child=1 4 3 -5 5 -7 -8 8 9 10 16 17 14 -15 -16 -17 -18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.6871465970409528e-05 2.172426204289606e-05 6.2983168512586416e-05 -0.00012542427093337712 0.0002451028395602898 -7.8212295762684989e-05 -8.0453422788284414e-05 -0.00013239859152889671 8.4864209167376175e-05 -0.00066685313149944601 -3.8866725944691393e-06 -0.00011075135257043675 -0.00051430795842196525 -4.6373819142333314e-05 -7.6981932790415317e-05 -0.0010920799637292994 0.0002114927358551206 -0.00076247619182440054 0.00093681286026833994 0.00079678297625947387 -4.2315114972147055e-05 0.00034082936237139224 0.00023592026390893583 -6.914700078770449e-05 -4.3383076859616519e-05 -6.9669830276826417e-05 -0.00016259407978350146 -0.00024645172008562716 0.0001166849244169644 -0.00036742100428239415 0.00048617142119098208
leaf_count=94059 13044 24714 23741 765 17424 17131 7988 45169 302 17857 875 291 1948 6300 66 5589 311 306 82 490 1046 2987 3118 60490 4716 1815 3037 5171 508 591
internal_value=0 -0.00334787 -0.0616082 -0.1112 0.00374538 -0.0037862 0.0029472 0.00704825 0.0157886 -0.0082163 0.0461536 0.0598229 0.0400909 0.0556187 0.139648 0.15015 -0.283965 0.268389 -0.197772 0.35498 0.491818 -0.0337686 0.0846092 -0.0470268 0.0697811 0.0834325 -0.0567365 -0.0325901 0.0789439 0.0917985
internal_count=361931 267872 37550 24506 230322 205608 188477 180489 154349 95758 28861 27675 25460 58591 7603 7537 1186 2215 373 1842 1352 66897 6105 60792 52291 47575 26140 23103 5679 45760
shrinkage=0.000980392


Tree=3799
num_leaves=31
num_cat=0
split_feature=1431 61 1381 1206 866 359 1465 282 13 126 217 708 1110 222 151 296 690 1126 45 1398 834 561 698 25 287 759 627 1111 1166 1176
split_gain=11.6718 16.5003 22.12 18.8465 20.6621 23.0082 18.935 18.9027 19.8348 18.6574 39.964 19.8562 20.4998 19.1794 20.1158 18.4002 18.2142 20.7872 19.2977 18.3516 17.784 17.9646 18.2304 18.2514 17.8747 21.8038 17.8006 19.1806 17.4284 17.392
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.29290594631270755 -0.89070711086558196 -0.67375759197929208 -0.33344470474277277 -0.57092616571375676 -0.35859840967689927 -1.5988417416703724 -0.67811062752501949 2.8514355915994272 0.2371187220269009 -0.79960111680371926 -1.6578407475006014 1.0232731544189595 -0.73171010351357435 -0.88134955212268051 0.63395090002288301 1.216416816489077 1.4388084289350307 0.78608908296734803 1.7009084160191568 -0.40455783016739316 0.47329937403289868 -0.39159821532185818 1.1188043548402851 -0.72833425696013998 -0.28272470400601329 0.26477147603133794 -1.4603133757192925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 7 -6 15 -9 10 -2 12 -11 -14 -15 -4 -3 18 -18 -19 21 22 -16 24 25 26 27 -24 29 -12
right_child=1 16 3 -5 6 -7 -8 8 -10 11 28 -13 13 14 20 -17 17 19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00027554526821788066 -0.0034243514813327904 0.0017456180566267497 0.047760983623618566 -0.0012107203994998126 -0.021832449421102525 -0.0074001893871258398 -0.0070637332239714013 0.17027856122438834 0.041296590714579098 -0.0023386096062865927 -0.066277520228000208 -0.0026469726813287153 -0.013455745362902838 0.0061356980238559816 -0.010294324535751709 -0.028368709099592038 -0.0072101917365444777 0.005392433556000404 0.0037937173068408412 -0.022852301609861753 -0.017127936793970976 -0.023223020028656019 0.060663014948436872 -0.0091030873018262456 0.020907991118873641 0.047974641955563863 -0.024236720224097737 -0.033953833566897844 -0.00624935707096944 0.063708688642683739
leaf_count=222373 18120 9318 93 17570 2428 887 5377 22 311 8688 20 11166 1059 25666 964 234 26208 4267 2560 492 912 441 69 572 1293 86 400 51 87 197
internal_value=0 -0.022688 -0.00572763 -0.0699376 -0.172188 0.134408 -0.226291 0.570457 1.03576 0.0155204 -0.0524484 0.0380538 0.0619057 0.087928 0.097113 0.017308 -0.0657332 -0.0940627 -0.121105 0.0601407 -0.040696 0.0252579 0.0752974 0.172774 0.276914 -0.0545067 -0.242955 0.522186 0.769076 1.1047
internal_count=361931 139558 96713 26922 9352 1547 7805 660 333 69791 18424 51367 40201 31513 30454 327 42845 33527 28768 4759 4788 3876 3435 2471 1899 606 520 120 304 217
shrinkage=0.05


Tree=3800
num_leaves=31
num_cat=0
split_feature=785 263 150 728 926 507 1010 852 909 982 965 1392 264 612 1254 807 878 608 1110 979 279 1304 900 784 1052 570 1437 497 885 1045
split_gain=26.2702 18.4221 26.6198 23.5408 34.2637 31.2659 29.1966 26.2694 47.5923 26.1257 24.6701 29.0229 22.6686 21.9157 21.4984 20.9494 24.3507 25.5842 24.3903 25.466 21.7836 20.8932 23.9539 34.3633 21.1407 20.76 20.6203 21.2073 21.4445 20.3431
threshold=-0.86283290253235112 0.66115833724634121 -0.52571317712276111 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 3.0713252103476614 -0.22706799479215015 0.93175354849552872 2.9259986913243421 0.10980254379742337 0.33884867167867055 -0.92193233685461917 1.0000000180025095e-35 -0.77879809762052277 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.60677017479697548 -1.548383945956544 0.67399173339163976 -1.2519738572323926 1.8636825236010697 0.9594655836162902 1.7752794286246367 -0.80527074041722924 2.8257610812025367 1.7001250133015622 1.0000000180025095e-35 0.62667357349860431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 6 10 7 8 9 13 11 -2 -4 -5 -13 16 17 20 -18 -20 -6 -9 24 -24 -23 -10 27 28 -14 -21
right_child=1 2 12 4 15 -7 -8 21 25 -11 -12 14 26 -15 -16 -17 18 -19 19 29 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.6864916545237117e-05 -1.0249311103289549e-05 -4.8692873577290774e-05 -9.035983890161474e-05 -1.9494825209210585e-05 -0.00026541212177747631 0.00014838140991581234 0.00023417026196654252 -8.2904016926595912e-05 0.00015343591665555338 0.00049212564462709904 -7.1400475259621643e-05 0.00049588684745181225 -4.1501586625177967e-05 -0.00019753850411058539 0.00011691701366591137 -0.00015481425984362567 7.4358680537883271e-05 -4.4567147317881102e-05 0.0003336009726762305 -0.0001203685194556506 -1.7453731981085547e-05 1.2571132678134256e-05 3.5484098091228704e-05 0.0004124360847042477 -0.00020736624683002818 -0.00025496815292453437 -0.00018943152238099412 0.0001725322613625288 8.0713194753751399e-05 4.9073991915533179e-05
leaf_count=29559 17036 25045 5921 34846 15344 6453 1980 16094 805 521 19348 879 9742 6437 4886 22345 10224 12122 996 15602 3686 53661 3451 1513 2615 9182 1260 6430 18702 5246
internal_value=0 -0.0215027 0.0096363 -0.0315051 -0.043114 0.0137922 -0.020274 -0.0251514 -0.0699487 -0.0331548 -0.0110963 0.0405804 0.0408518 -0.0404264 0.175678 -0.0852128 -0.0622201 -0.123679 -0.0206089 -0.0651466 -0.208766 0.000710658 0.0177549 0.161383 0.00383433 -0.225808 0.0589409 0.0688013 0.0440099 -0.0813186
internal_count=361931 332372 67100 265272 216670 48602 131105 129125 51791 41804 42149 22801 42055 41283 5765 85565 63220 31152 32068 21844 19030 77334 61240 4964 56276 9987 36134 34874 28444 20848
shrinkage=0.000980392


Tree=3801
num_leaves=31
num_cat=0
split_feature=50 194 885 395 1449 728 705 501 359 1458 550 903 75 148 123 1174 1459 1453 1458 1296 842 54 254 494 1470 737 905 1052 281 13
split_gain=11.802 23.1891 16.2482 15.8096 19.5213 20.4274 19.7 19.2502 19.6814 18.088 19.8167 19.7141 17.6911 17.9289 17.2968 24.1076 19.0063 24.2122 25.8826 31.7447 19.9466 18.5095 18.5479 18.2124 21.2227 20.1061 18.7544 18.5724 17.881 18.0708
threshold=1.0000000180025095e-35 1.0000000180025095e-35 6.7447596507476248 1.0000000180025095e-35 0.74561756370782817 -0.49008176997875957 1.4811233430041424 -0.4123775411265026 -1.9092171367402224 -0.27147249079427987 3.4220949498832209 -0.85966594105235572 -0.98357814668773613 -0.23560395103921247 2.0305314776371124 -0.65776276600666539 -0.18542605104372248 0.62153978536180354 -0.10624242523561524 -0.43652631067203845 2.7380366376527694 2.8571107612274447 1.4590023375957022 0.31595697684159663 -1.2363261431504455 2.4071200156643102 0.14288476333545055 0.36866811521012421 0.91412594474347098 0.025548576085294775
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 -6 -9 10 -7 -12 -8 -14 16 -16 23 20 19 -19 -18 22 -17 24 -11 -25 -27 -26 29 -20
right_child=-2 -3 -4 -5 7 6 12 8 -10 14 11 -13 13 -15 15 21 17 18 28 -21 -22 -23 -24 25 27 26 -28 -29 -30 -31
leaf_value=0.00022081114087084267 0.00033988400586019854 4.1373841701386112e-05 0.043494692361775125 0.0010258729501513759 -0.0066266097662853662 -0.011675285282578263 -0.03452348035187295 0.15145568839159573 0.0058062467595119465 0.020378622099172294 0.082232001771516169 0.0048070597787349557 -0.00081845282329407484 0.027551021216089468 -0.024032832432075338 0.033370614854514813 -0.0066384356884328618 0.094485152208768713 -0.0045421192116950736 0.0085873798955367741 0.056424193187059025 -0.0022383038813318596 -0.036696853901585155 -0.023578896290793072 -0.015973156625540944 -0.009481932278564642 0.093027406450250816 0.0053335109479408791 -0.02970206445822747 0.029590814544115232
leaf_count=9414 197382 90336 65 11483 3448 21976 324 26 5722 397 49 300 1000 736 351 729 7325 118 689 172 78 645 75 2961 3470 84 36 1746 267 527
internal_value=0 -0.0207666 -0.0619175 -0.0638591 -0.0847654 -0.108633 -0.139063 0.0291059 0.124793 -0.154605 -0.217657 0.339756 0.131856 0.216609 -0.0897724 0.150554 -0.122763 -0.0300246 0.255532 0.951286 -0.112592 0.295593 0.549565 -0.229601 -0.117737 -0.412249 0.588695 -0.190819 0.09402 0.23304
internal_count=361931 164549 74213 74148 62665 53469 44055 9196 5748 41995 22325 349 2060 1736 19670 1800 17870 9176 1773 290 7403 1449 804 8694 5613 3081 120 5216 1483 1216
shrinkage=0.05


Tree=3802
num_leaves=31
num_cat=0
split_feature=785 263 150 1430 264 1437 497 885 600 1454 1436 1165 1010 639 981 1450 771 980 79 902 54 1455 633 1 351 144 842 1431 610 221
split_gain=25.0215 21.4808 28.5021 26.4155 23.0058 20.5251 22.2136 21.0346 20.4336 22.7345 19.9252 22.526 21.7907 20.4872 21.674 24.9816 32.6231 20.7094 20.6908 19.8851 19.4156 24.102 19.2842 19.1948 18.8458 18.7305 20.5738 18.6086 23.4791 21.6253
threshold=-0.86283290253235112 0.66115833724634121 -0.52571317712276111 1.0000000180025095e-35 -0.92193233685461917 2.8257610812025367 1.7001250133015622 1.0000000180025095e-35 1.0000000180025095e-35 3.4974816677026177 0.60428344764309971 2.6539872939071114 1.0000000180025095e-35 -0.02696835239508745 1.3608075230447352 -0.096233191357337364 0.15803805416773661 -0.68110311689804071 -0.67395874881203588 -0.94516208605018137 2.8571107612274447 1.5087449546153218 -1.0984850511674591 -0.47450162820279268 -0.10188360690610658 0.99860028128205169 0.48329775394775049 -0.69841165295377261 3.288219859444637 -1.6707339627250242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 25 10 -4 6 7 -6 9 20 12 -12 13 14 15 16 18 -17 -2 -9 -5 -22 -18 -23 -19 -3 -27 29 -29 -10
right_child=1 2 4 8 5 -7 -8 19 27 -11 11 -13 -14 -15 -16 17 22 24 -20 -21 21 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.5039632949551516e-05 0.00011543792479692379 -2.1455308033766602e-05 -8.7908203166794124e-05 1.9544815406614116e-06 -3.7796394081893815e-05 -0.00018544440637213003 0.00017827303796996783 -0.00015489130188498982 -0.00089453895829346678 0.00022833926561262617 -1.6317176632047235e-05 0.00042579766664301391 -4.4492453395022895e-05 -0.00021013980857301031 8.3547357144891397e-05 -0.00019458890429422884 0.00083141793013770165 0.0001832525224285316 -0.00016729101431997635 0.00010103688197263537 -0.00033641897741921859 0.0017161765297440989 -0.0003516698620054652 -2.330899216549484e-05 -9.2721918778741383e-05 -7.1862373239611199e-05 -0.00039796071631960974 -9.5704013107034356e-05 0.0010123879559320349 2.8990952517562135e-05
leaf_count=29559 2714 20802 5921 102998 9742 1260 6430 1505 206 1796 23710 559 47751 16681 3973 3757 130 3666 6727 17197 1288 33 6250 69 2747 2814 1429 29187 101 10929
internal_value=0 -0.0216386 0.0119654 -0.0324228 0.0442484 0.0624595 0.0722827 0.0469129 -0.0130385 0.00301444 -0.0627905 -0.00517176 -0.0825695 -0.12759 -0.0874804 -0.118651 -0.190045 -0.0160586 -0.0815164 0.0848389 -0.00184321 -0.255665 -0.339509 0.672354 0.0650561 -0.0493418 -0.186669 -0.0595105 -0.0933684 0.0186441
internal_count=361931 332372 67100 265272 42055 36134 34874 28444 146607 106184 118665 24269 94396 46645 29964 25991 15821 10170 9441 18702 104388 1390 6380 102 6413 25045 4243 40423 29288 11135
shrinkage=0.000980392


Tree=3803
num_leaves=31
num_cat=0
split_feature=785 652 1221 588 705 614 1107 560 750 1190 956 831 962 150 1175 705 706 1249 1455 976 156 974 798 75 1134 978 74 1148 1312 89
split_gain=23.6423 18.3998 19.7063 20.3269 23.3885 19.3085 25.7162 21.589 20.6861 21.0056 20.4333 19.5352 21.3668 18.959 20.9888 19.8496 18.5678 18.5518 18.2224 17.861 22.7628 22.5745 18.3475 17.9314 18.1732 17.7566 17.5291 21.383 19.0371 25.4715
threshold=-0.86283290253235112 -0.55024281929118113 1.0000000180025095e-35 2.250834115212506 0.41040386000896778 -1.3710115269326899 1.9154540409428416 1.6983197621915436 3.5597954673193617 2.7692006378281877 4.0928296512977065 0.75125620921573444 1.3714217264408297 -0.42935718370057741 0.18416737642321987 -2.0222708053560678 -0.34486521972324052 0.8123216020090237 2.9627295243953253 1.4111516778572211 -0.57273762479460333 1.3393118120981196 -0.72980068035298162 -0.78160888759684977 2.0797189844638093 2.3654292596199951 0.058799105813725418 3.073785392405322 0.29965315022093347 -1.2129718577273521
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 16 -5 10 7 8 9 11 13 19 -13 14 -2 -16 -3 -11 26 -7 21 23 -22 24 -21 -17 27 -4 29 -28
right_child=1 2 18 4 -6 6 -8 -9 -10 17 -12 12 -14 -15 15 25 -18 -19 -20 20 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=4.4486332657774611e-05 -0.00028620648033991796 5.0203965643275333e-06 -0.00011405012966798522 -1.8826607467284343e-05 0.00019555315071596464 -1.6854670091241682e-05 0.00016574787012033282 -0.00013202728320904449 -0.00043811427729745423 0.00054799437539812632 0.0032796289822228835 0.00010123406567335196 -0.00016527751989002328 2.811881033664159e-05 0.00055604081712856007 -0.00010407388807059629 -4.7621931894110249e-05 -0.00031102374666043759 0.00021109575949704228 0.0005421959084742343 -0.00021090510229418631 0.0020484290753560812 0.00012128808981151354 0.00014380463134495966 0.0021296520000668416 0.0018776252516384854 -0.00056217347972477392 0.00061975265239579494 -0.00014193381392819772 2.8622844226083573e-05
leaf_count=29559 4591 57814 38089 5529 3804 58607 4709 5077 851 661 21 14984 1974 5090 263 2943 96308 213 1037 401 1213 29 3128 1044 30 34 537 174 6765 16452
internal_value=0 -0.0204103 -0.0331155 -0.0197475 0.0779999 0.00409717 0.0142657 0.00514188 0.0141223 0.0168996 -0.0900199 0.0133573 0.0788634 -0.0930435 -0.172287 -0.0249298 -0.0269768 0.386129 -0.0709945 -0.00538968 0.116972 0.359876 0.0308395 0.314046 0.700198 -0.0877732 -0.077264 -0.111513 -0.0257428 0.0145758
internal_count=361931 332372 226509 163455 9333 105863 92921 88212 83135 82284 12942 81410 16958 12921 7831 3240 154122 874 63054 64452 5845 1504 4341 1475 431 2977 62017 38263 23754 16989
shrinkage=0.000980392


Tree=3804
num_leaves=31
num_cat=0
split_feature=785 1309 126 1088 1462 1184 846 1076 591 61 21 1462 77 318 761 1177 225 706 74 885 424 915 1449 840 1389 413 886 497 421 1465
split_gain=27.7287 19.1103 22.4186 21.5043 21.011 19.8275 21.8736 18.9765 21.678 19.8435 19.5524 18.4875 19.6319 18.0523 17.9138 17.7904 18.3329 18.3251 19.7261 19.5167 19.9814 17.6398 23.4746 19.2803 19.0568 21.7717 21.5852 21.0749 19.4167 19.0077
threshold=-0.86283290253235112 1.0000000180025095e-35 0.70880289725806289 2.7639737144699819 0.70247026920229116 0.32136284863636239 1.1504829799273912 -0.58297395077464731 -0.73065235057769284 3.2658335243644596 -3.2545899522946695 0.23315867714148311 1.0929599279503071 1.4025286710420199 2.4130835502434373 -0.8893948489254806 -0.6438688108321885 0.078316244311203362 -0.91781937612370912 0.35018306414905159 -0.019915113034128563 0.40079874301352708 2.6019541624284721 -0.36891584417869655 -1.137284853374015 1.0000000180025095e-35 -0.56028990723182226 0.29755744289802777 1.5386414202133849 -0.52213209242895031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 15 11 -7 8 -2 10 -9 14 -13 -6 -3 -4 17 19 -19 -17 -21 24 -23 -24 27 28 -27 29 -26 -12
right_child=1 3 4 -5 13 6 -8 9 -10 -11 21 12 -14 -15 -16 16 -18 18 -20 20 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=4.8572399385655124e-05 9.8700192118946986e-05 -5.0870774456879539e-05 -0.00010834554630101222 -0.00023690287995965261 -8.0308730881901216e-05 6.1180731467848376e-05 -0.00010478105308359901 0.00040451652461971773 -3.2525028784390627e-05 -0.00031916431524908366 0.00028737298802352886 7.5829177895377261e-06 0.00020339326741409991 -0.00062174063716142309 0.00024018393184756305 8.633716602638872e-05 3.2403093357523116e-05 0.00061475772550126145 -8.6621167712798289e-05 0.00024451485360524951 0.00078864558594647627 -0.0001202240421889093 0.00058911573788954577 -0.00012233007487558075 -7.9671518591406515e-05 3.0025265619690009e-05 -5.917535532825166e-05 -9.5814327443567745e-05 -0.00026550401214174303 3.7620785410963198e-05
leaf_count=29559 9138 39431 3949 1821 5329 35522 4606 467 25584 2033 2670 12684 2520 389 959 1109 25663 313 1616 691 583 34780 438 346 39877 22637 43660 3694 4405 5458
internal_value=0 -0.0216302 -0.0345622 0.00334565 0.0148593 0.00769441 0.0450234 -0.0461986 0.00450229 -0.0580605 -0.0551594 -0.0190879 0.0442012 -0.114024 -0.0443845 0.0368024 0.0558249 0.199001 0.0136255 0.327118 0.506056 -0.0568118 -0.110465 0.281044 -0.0437691 -0.0538771 -0.026155 0.0492041 -0.0968171 0.121336
internal_count=361931 332372 234829 97543 39642 95722 40128 195187 34722 160465 158432 55594 15204 5718 40390 33924 29975 4312 1929 2383 1274 157965 35564 784 122401 110579 66297 11822 44282 8128
shrinkage=0.000980392


Tree=3805
num_leaves=31
num_cat=0
split_feature=785 544 1292 1367 1247 1434 168 1463 513 1452 10 471 1322 565 1317 494 902 1070 87 1373 415 986 1321 898 211 1084 622 1465 1120 422
split_gain=12.4569 13.0504 13.577 16.2105 16.5011 15.7377 19.2339 15.1144 17.1069 18.4093 17.1431 15.5546 17.2027 22.4763 15.4522 16.7926 14.8424 15.5636 14.7462 20.7343 19.7045 14.5994 14.2595 13.5983 13.4862 13.4628 14.8684 14.8728 18.4201 13.9404
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.6909660965666662 2.8669757903678827 1.0474138979427128 -0.27912251124520765 2.0831197595613671 0.21158045436466741 2.2819519765743874 1.6494270255275161 -0.14945955002752279 0.33256958947734838 0.5194201567757738 0.86810910018006193 -0.51030777206888989 1.0000000180025095e-35 0.40088975192817344 -0.95775103874899059 -0.97962907024261126 -0.0046490804137427656 0.54273258009720904 -0.37996285116796108 0.43714197639772528 1.0000000180025095e-35 -1.0029122347457753 -0.47849995239157511 0.60331905891111848 1.1375847193158168
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 21 11 10 16 25 18 -13 24 15 -11 -10 -18 -4 -20 -21 22 -7 -6 -14 26 -9 28 -28 -29
right_child=-2 -3 7 4 23 6 -8 8 9 14 -12 12 13 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0039710634680641095 -0.00045789865589709509 -0.0018646952689795879 0.014999590597641803 0.0066504399762542165 0.0076018523455315297 0.01612668329513121 -0.10565295249690876 -0.033565216734873421 0.035450821076209942 -0.1067182695763491 -0.038960497627532634 0.01669766998622553 -0.07523239769094886 0.017535723395735999 0.012604975616966791 -0.0022727909559314948 -0.055876436783211983 0.012915206036203553 -0.037291187502235305 -0.07253271569891756 0.014641287861032659 -0.055926910214223746 -0.058618210199012949 -0.071868033729313149 0.023096224304840093 0.013059545996823475 0.00027739941180906244 0.011237370973600041 -0.034015092387602149 -0.018589632743200756
leaf_count=4800 332372 8361 3940 5622 45 193 34 151 88 73 111 158 123 82 33 25 89 92 153 42 455 73 36 66 20 1586 736 1833 261 278
internal_value=0 0.0388207 0.0675758 0.0140581 0.0907108 0.1062 -0.374592 0.126196 0.0431871 -0.417287 0.0781106 0.214354 -0.234956 -0.657594 -1.10811 -1.5541 -0.0619377 -0.450712 0.248916 -0.061499 0.169063 -0.203023 0.0686736 -0.766335 -1.20062 0.0983336 0.0127575 0.0470815 -0.17319 0.159058
internal_count=361931 29559 21198 10869 6069 5958 336 10329 5356 400 4956 4973 383 225 131 98 269 181 4590 650 497 302 229 111 143 4845 3259 3108 997 2111
shrinkage=0.05


Tree=3806
num_leaves=31
num_cat=0
split_feature=785 1309 62 1088 61 734 1044 567 837 635 624 360 557 428 830 878 422 1247 417 1226 7 623 904 1249 1462 21 61 1184 968 1467
split_gain=22.8089 18.8131 22.5544 21.3464 20.786 20.0106 22.5528 20.8498 22.1546 21.9629 21.0174 20.2523 20.1399 19.8936 19.8734 21.0191 21.636 20.3978 18.9549 20.7339 19.7294 19.4384 18.8305 20.1232 18.8186 18.602 18.3562 18.2298 18.0941 18.4892
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.7639737144699819 3.2658335243644596 0.85494804639094091 1.0704270194248597 1.7811711699895054 -0.11760235531539699 -1.0561507523790512 -1.5779243884368064 1.8255174397265708 -0.70530571838800626 2.5310413608489593 0.70639586890216266 1.6473864309851525 0.9847938540803961 -0.22727425639912183 0.2024772175426359 1.3976603854473784 -0.96970842208055863 0.14211119455390767 1.0138850449405574 0.280204087680616 3.8184655586880809 -2.7818205974049124 1.7262725660818381 0.3344708981347016 1.5275874431107141 -0.32396346884678595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 14 25 7 12 8 10 -9 -4 -8 -7 -12 24 16 28 26 -14 21 -21 -20 23 -19 27 -2 -18 -3 29 -16
right_child=1 3 5 -5 -6 6 11 9 -10 -11 13 -13 18 -15 15 -17 17 22 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.3215756092899159e-05 0.00039579628661642777 -4.2685337505804577e-05 -0.0002463018622893894 -0.00023521974990338337 -0.0004066097085885619 -8.1295278380138955e-05 -0.00017982960877060958 -0.00033816498073765901 -7.7453613119875107e-05 0.00012330503544149635 -6.105801830040739e-06 0.00065487228116997535 3.3278087095621495e-05 0.0002483715082604571 0.00011016918796778298 -0.00011844857872539778 6.9503170565878589e-05 0.00049796172491296689 8.9811977496548072e-05 0.00066524532466197023 -0.00041012550204633518 0.00032189019329531413 -0.0002025952618181748 -0.00010027758046859183 0.0002527342121718387 -6.0114427776959411e-05 -0.0012451336441540815 2.7532029133827675e-05 0.00023243441943385256 -4.2738571634254746e-05
leaf_count=29559 448 42628 2574 1821 1324 3847 3033 758 44655 6294 50823 142 8325 1324 6420 2358 1160 1645 3016 90 495 3494 247 277 1055 104187 51 29912 2069 7900
internal_value=0 -0.0205321 -0.0333701 0.00425283 -0.0624776 -0.0134763 0.0471802 -0.0277349 -0.0372151 0.0896658 -0.00662873 -0.139113 0.0746711 0.00195689 0.00858593 0.0640638 0.087406 0.238001 0.107974 0.188797 -0.224146 0.221951 0.357327 0.423353 -0.00948458 -0.0587461 0.0192907 -0.0141933 0.0541842 0.0262614
internal_count=361931 332372 234829 97543 105959 128870 22442 106428 99376 7052 54721 3175 19267 52147 95722 22127 19769 3380 15420 7095 585 6510 2169 1922 73595 104635 1211 72540 16389 14320
shrinkage=0.000980392


Tree=3807
num_leaves=31
num_cat=0
split_feature=545 623 1335 208 890 21 1449 852 1470 1469 557 1453 1453 1469 200 1110 1453 21 637 838 276 1323 1314 115 639 284 1454 1467 1461 1452
split_gain=12.1723 15.3672 20.0858 18.3621 18.9599 25.7013 24.4125 30.9948 23.7918 25.1597 22.74 22.6282 31.2896 27.813 26.0278 27.3493 24.0266 36.8511 23.4923 22.611 22.2371 22.1983 34.4753 23.2839 22.4206 22.0055 21.5199 28.2963 21.8708 21.4652
threshold=-1.0372938969678034 2.4730844549491207 2.1806080642468366 2.0281345528622965 -0.71339486274837316 -0.13431221002227373 1.1079199123424177 -0.22706799479215015 -1.1298860701531226 -1.2319146079207914 0.28832393034555193 -0.20662850366848182 -0.24293880212619787 -1.0706168552173836 -0.97734522064874174 -0.82321306888617773 0.015182868257454333 -1.0798509198017876 -0.4139000204629118 1.5099658009986736 0.47905731382032063 2.8425200577949936 -1.0129940521580727 1.0000000180025095e-35 0.17572463636868532 0.5304551485757304 -0.2363894608792538 0.27588322743799282 0.12744486073121972 -0.18712507733977504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 20 11 7 -7 -9 -10 -8 12 13 19 25 -16 17 -17 -18 -6 21 23 -23 24 -2 -13 28 -28 -19 -15
right_child=1 2 -4 -5 5 6 10 8 9 -11 -12 14 -14 29 15 16 18 26 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0015707647980499702 0.00099274007975811416 0.0072190059391031474 -0.017824780682486108 -0.0050241648229608941 0.0051710346529488258 -0.003718970629917519 0.0083109194228494516 -0.0059364795054053371 -0.0075893951159900956 0.0015020154848118326 -0.001714409574598581 -0.0072461410647209918 -0.034147718603599622 0.0019285206114317166 -0.0018841381761355146 -0.025704382972993114 0.012283463457341975 0.018962633989016875 0.0034912143904538024 0.028592047656565506 0.0026534522373436063 0.064334239051574066 -0.0019083070795328392 -0.0075502867677009053 -0.0077175188326261829 0.0076882616182091766 -0.017087202931338717 0.06850455333331873 0.04686480545103304 -0.0035498569165255674
leaf_count=94059 15883 5840 437 10831 6799 35295 6629 6543 3742 63584 4323 4712 371 20671 4663 283 5119 2191 12453 464 12145 153 339 17517 6870 1887 349 45 399 17335
internal_value=0 0.00238835 0.110711 -0.000391494 0.00329551 0.012394 -0.00780621 -0.0182346 0.0069035 0.0193878 0.0883628 0.0444623 0.0120448 0.0170718 0.0899852 0.119557 0.152673 0.328168 0.121117 0.135253 -0.040128 -0.0688297 0.437788 -0.0757236 -0.0263992 -0.0480229 0.394337 -0.0951979 0.466043 -0.00939641
internal_count=361931 267872 6277 261595 250764 197857 120116 109164 73869 67326 10952 77741 45640 45269 32101 25502 20839 3267 17572 7263 52907 40762 492 40270 22753 6599 2984 394 2590 38006
shrinkage=0.05


Tree=3808
num_leaves=31
num_cat=0
split_feature=871 423 984 268 705 1341 485 816 723 1185 974 978 560 1463 533 704 566 501 1035 697 151 284 357 18 1153 761 897 1392 771 1449
split_gain=11.7188 14.6654 18.5683 22.4302 20.9223 20.7354 21.4229 19.5726 19.1538 19.0974 19.0279 18.965 18.7319 21.2774 18.4958 20.191 19.4407 21.7814 20.2279 19.1083 18.1355 21.0764 21.7716 17.8664 17.6423 20.3692 20.5869 18.9788 19.4865 21.5009
threshold=1.0000000180025095e-35 0.2014999529365322 -0.074116456097958722 1.0000000180025095e-35 0.9500464794385356 1.0383730684710419 1.1857153933476321 -0.92870374882376117 2.9753056931511859 0.69039721353349115 -1.3500009681128844 0.95480091936228295 2.6841720255837385 -0.21051230957914138 0.66959453337990815 -0.3678909302711702 -0.3053175569215581 0.63894053904887427 -0.5570380951146775 0.97862902942800478 0.12209407505086782 0.76316989312260486 1.8048806347671242 -0.90845280648495363 1.2227683615572176 0.7050334015808376 -0.64800154116714814 1.2815941473901835 -1.0008913004990303 0.47799573524751798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 14 6 8 10 20 -9 23 -8 -12 -14 -4 -16 17 -17 -18 -19 -5 22 -22 -3 27 26 -26 28 29 -20
right_child=-2 2 4 5 -6 -7 11 9 -10 -11 12 -13 13 -15 15 16 18 19 24 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00063324716740650855 -0.0017649111168037653 0.085178796317458921 -0.0064447114791139921 -0.0095368428140902278 0.0032771794176865636 0.0060878520630981824 0.0011623993086352172 0.0040991588534619629 0.074352568985176296 -0.0020972388402536375 -0.010324678829537954 0.028335745648257211 -0.026912980008253526 0.10760541515480815 -0.0089197671005515344 0.010512915544403183 -0.017609155425979142 0.035143736221436322 0.021747669940775191 0.12161851210843695 -0.0074765518207185718 0.0085755332631531483 0.021406819930382282 0.0089379518151489496 0.11244224660548133 -0.019514807886610183 0.030138370955513957 -0.033690109000553234 0.0022878931702576344 0.13410561819727496
leaf_count=191656 71831 54 24802 10500 5196 2781 2070 26373 25 8390 3986 358 30 31 1903 732 664 160 91 42 5527 1800 359 390 41 81 184 172 1676 26
internal_value=0 0.00145162 -0.0227052 0.000873612 -0.0685865 -0.058561 -0.0868139 0.0341609 -0.116992 0.0507369 -0.128318 0.114927 -0.181574 1.04779 -0.0953585 0.0181943 0.110942 0.395715 0.0202097 1.04173 -0.120893 -0.0358571 -0.109668 0.402751 0.115405 0.617051 0.949972 0.0380147 0.105737 1.00946
internal_count=361931 290100 98444 62674 35770 23420 20639 39254 18211 34763 4491 2428 4047 61 30574 5772 3869 934 2935 202 18186 7686 5886 444 2271 306 225 1965 1793 117
shrinkage=0.05


Tree=3809
num_leaves=31
num_cat=0
split_feature=785 332 395 540 1450 1450 789 1356 714 527 1037 162 617 1464 296 864 1245 71 960 416 283 633 590 1392 1391 967 79 1214 1055 282
split_gain=18.6441 16.9403 41.32 24.8488 30.0096 23.9599 22.8233 23.0165 34.1816 24.7152 22.7 22.687 23.6387 22.0954 24.9341 21.5088 23.634 19.2169 19.1732 19.5706 19.0482 19.0272 25.5324 21.2146 20.4281 19.6747 19.0152 24.3513 28.2392 18.7818
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 -0.35262914890079794 2.2492318380171201 1.1248358748350926 1.1703909184639636 1.0000000180025095e-35 1.0000000180025095e-35 1.6159143877994524 1.0000000180025095e-35 1.6614250791469047 0.2291445000830519 0.42898614804244301 0.72275257928592751 -0.027406703220118348 1.1322929847234067 1.0000000180025095e-35 -1.2405683649852424 3.2009538167291431 1.9976441459236287 0.58895901036483078 -1.1283819630554444 1.9262293263007251 1.4561822229935368 0.78667210119467368 0.99600989723813427 -0.15798363767317566 2.3623678445702434
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 6 13 -6 7 -3 9 -9 15 -2 18 14 -5 16 -10 -17 -13 -20 21 24 23 -23 -8 -25 27 28 -16 -4
right_child=1 3 29 4 5 -7 20 8 10 -11 -12 12 -14 -15 26 17 -18 -19 19 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=4.1895034837527826e-05 -0.00016014768194398893 -1.2926806885240075e-05 -1.6581308978304954e-07 -0.00013373793249061525 0.00014821582756609867 -0.00021186153624753971 -8.3375471386039476e-05 -0.00016936627795888969 -1.0630655127492904e-05 8.0357051142495637e-05 0.00049609631272776384 -6.8249718671200841e-05 -0.00026315734174223605 0.00012174064624382456 1.8711019259808078e-05 -4.5976749178274507e-05 0.00027098389906450766 -0.0009563427910955724 -0.00040932463443651534 0.0001030983464300089 0.00083604900372367995 0.0012230800519464206 0.00064992354202816948 -0.00015659378155620705 -0.00045295459380559837 0.0010302345542254185 -0.00035010869506890338 -0.0008392654432953123 0.00059598891242296562 -0.00024307963944482518
leaf_count=29559 29081 111673 80675 6341 11545 778 23539 3609 1940 4117 798 28387 6656 3222 732 886 3880 113 934 8191 109 62 280 987 892 71 296 96 644 1838
internal_value=0 -0.0158048 -0.0363881 -0.00182975 0.0588779 0.127826 -0.0134991 -0.00123834 0.0769333 -0.0311968 0.173688 -0.0920835 -0.0548183 -0.0180843 -0.0762038 0.134074 0.183646 -0.147554 -0.0350893 0.0730565 -0.0767698 -0.0810606 0.160247 -0.0058809 -0.0976471 -0.079533 0.142072 0.234938 0.299476 -0.00523603
internal_count=361931 332372 155762 176610 23654 12323 152956 127016 15343 7726 7617 73249 44168 11331 8109 6819 5820 999 37512 9125 25940 25831 1400 1120 24431 1058 1768 1472 1376 82513
shrinkage=0.000980392


Tree=3810
num_leaves=31
num_cat=0
split_feature=785 1309 1088 62 61 1184 846 294 614 76 1045 476 734 907 158 1050 1181 1041 12 1462 77 421 346 1039 479 1243 489 761 427 1036
split_gain=21.4192 17.5884 21.349 20.2 20.7374 19.7199 21.7386 19.378 24.3422 25.9794 21.8652 18.8213 19.4862 21.208 22.8524 22.2389 20.0454 18.7473 18.6949 18.6448 19.5603 17.9601 17.8259 18.1522 19.5621 17.4668 20.0881 17.413 17.6884 17.6525
threshold=-0.86283290253235112 1.0000000180025095e-35 2.7639737144699819 1.0000000180025095e-35 3.2658335243644596 0.32136284863636239 1.1504829799273912 -0.078187856073200182 1.0000000180025095e-35 0.6057866093897768 3.6828392230247013 1.1361236590950645 0.85494804639094091 0.60734054775592716 -0.03476977395467034 -1.3956054720241469 0.20498346081528948 -1.3556851883446164 1.8639264204075874 0.23315867714148311 1.0929599279503071 -0.85785712443905593 1.8146883021130515 -0.17785425495211246 1.6834386678921571 -0.32127136491861125 -0.62090568197613027 2.4130835502434373 0.83495285649052164 1.9310634926863868
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 19 -7 11 -9 10 17 12 22 14 16 21 18 -10 -14 27 25 -15 -5 -24 -25 -21 -27 28 29 -3
right_child=1 2 -4 7 -6 6 -8 8 9 -11 -12 -13 13 15 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=4.3294883314811096e-05 -5.3729935678713743e-05 -1.6740726686429485e-05 -0.00023423540529713289 1.0776693693708524e-05 -0.00040296659420059459 6.3151173575631603e-05 -0.00010249902816291618 -0.00013668430144235785 -0.00039579598604289637 -0.00016226833280230207 0.0012528292782235711 -0.00011392502392861849 9.9785150225772164e-05 0.00057439395087157774 0.00020373891330609269 0.00030581633271966057 -0.00018971148262870416 1.592877399593983e-05 -0.00035989871285356116 6.7405502895493012e-05 0.00020564095988892127 -0.001047105828952029 -0.00032387219877164211 -8.6345974565252176e-05 0.00065175432951730097 -0.00037558437333884214 -2.3648842322923835e-05 0.00023839229375747495 -0.00013795216369140233 -0.00034815999325867817
leaf_count=29559 104635 30227 1821 56133 1324 35522 4606 16221 800 5664 70 5895 4525 53 3244 2738 2195 26787 479 8159 2520 153 1983 1608 322 1044 3481 959 8276 928
internal_value=0 -0.0185121 0.00547067 -0.0309425 -0.0585361 0.00980801 0.0470728 -0.0121033 -0.0503992 -0.017862 0.0107262 0.0098094 0.0199784 0.0960934 0.0496637 0.265507 -0.0186172 0.00737972 0.0589283 -0.016933 0.0466889 -0.56043 0.00114168 -0.164959 0.0149826 0.0102357 -0.10075 -0.0423687 -0.0497781 -0.0255316
internal_count=361931 332372 97543 234829 105959 95722 40128 128870 49542 33321 27657 79328 73433 13387 10443 2944 7199 27587 5004 55594 15204 206 60046 3913 1930 12684 4525 40390 39431 31155
shrinkage=0.000980392


Tree=3811
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1022 1016 747 570 1421 785 353 346 1040 1249 730 783 934 514 603 660 639 759 567 705 143 747 907
split_gain=27.8665 21.6255 24.6103 24.6942 23.0775 20.932 46.3498 19.6806 20.8026 21.1895 19.6582 19.1878 19.0752 19.8153 19.026 19.2265 22.8988 18.9786 25.2411 22.947 22.3192 19.8632 21.4885 19.079 18.8851 18.7734 18.6786 18.5584 18.242 18.7278
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 6.1031850957970919 -0.4998781572545779 1.0107116206971127 2.9970139449733542 2.5458802938288509 0.035432810015840331 -0.8740075305771694 0.63898029052325456 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.089392437450782083 2.7993186572179827 -1.7658299547505127 -0.0050352993931598944 -0.14173631461161337 0.34871943973277292 3.0421924527387119
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 7 17 -5 6 -3 8 9 14 11 28 -9 -14 15 -2 24 18 20 21 -4 22 -19 -21 25 -17 -1 -27 29 -7
right_child=1 5 3 4 -6 10 -8 12 -10 -11 -12 -13 13 -15 -16 16 -18 19 -20 23 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-2.4359833678574334e-05 -0.00027206939180031837 -5.1737884028289031e-05 3.6774707937405052e-05 -0.00011628721970275685 0.000194687943391139 -3.1096490262339062e-05 0.00039359111197332009 -9.1243940029419052e-06 -2.1195892806769408e-05 0.00056986635957351922 -9.1946908807640908e-05 -0.00022715367493431773 0.00011657075440388942 0.0012228361715512803 -0.00019228462836891328 -0.0007392370357462289 -0.00020595073701201489 0.000155918232822838 -6.6053029654510563e-05 5.7896231810800077e-05 0.00037679747283595399 3.9485579376282333e-06 0.00050734476633238672 -0.00029247161843463422 0.00070917893389006086 9.405501978011142e-05 8.9473584089184221e-05 -7.4414728241110586e-05 0.00014393917888643203 0.00067802393793472472
leaf_count=10316 3815 4821 6880 1294 6301 24941 1384 98491 45923 169 61493 2973 4444 66 14761 379 5348 2134 17685 2627 1041 1982 1097 1105 216 7462 19243 9217 4074 249
internal_value=0 -0.0216007 -0.0105947 0.0370452 0.146414 -0.0548152 0.0782321 -0.0222207 -0.0508921 -0.100473 -0.0655006 -0.0145067 -0.00300268 0.138496 -0.106314 -0.0661619 -0.0412103 0.0111414 -0.020162 0.0971712 0.0833053 0.188302 0.284644 -0.0367551 0.00037594 -0.00960717 0.0497508 0.000164307 0.00366181 -0.0247362
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 41367 93730 32237 103001 4510 41198 26437 22622 34551 25606 8945 7921 5213 3231 3732 17274 17058 29559 16679 29264 25190
shrinkage=0.000980392


Tree=3812
num_leaves=31
num_cat=0
split_feature=800 973 417 976 636 427 1107 423 358 284 1107 422 971 705 1 21 909 636 135 1117 1119 437 418 911 1102 516 564 515 451 512
split_gain=12.0388 16.6127 19.5426 18.4328 19.777 17.7634 17.297 17.0564 17.7751 16.9284 17.725 20.324 17.0929 16.3913 15.4706 15.3703 15.9136 20.1567 14.9658 17.2034 17.0301 15.9406 19.952 16.3351 15.5445 14.9134 21.5054 22.3297 21.3874 30.0219
threshold=-0.57812715656594349 1.1196417996359276 0.34917881023931147 0.669905643979124 1.6614296224459766 1.397472773083779 -1.3538140519341206 -0.13899989267702853 1.1965717962168354 0.54338374549500112 -0.08220916182124112 1.2947410378436779 3.1701181322111656 0.90721770011872871 -0.66915451127589398 0.81122649975724037 1.7886756963803749 -0.38504308125595937 -1.0578481955510421 2.3397391604701165 1.2533957938530882 1.0000000180025095e-35 -0.61661085505526458 -0.42828744589842466 1.325358654554355 1.0000000180025095e-35 1.4188032667957222 1.4353143596930875 1.4809802044803921 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 6 -5 -3 -9 12 11 -11 -4 18 -15 -16 -17 -18 -1 20 -20 22 23 -22 -21 26 27 28 -2 -30
right_child=25 7 9 5 -6 -7 -8 8 -10 10 -12 -13 -14 14 15 16 17 -19 19 24 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.008640054814518015 -0.0029088447220202334 0.0013375727763363329 0.0019620792650656689 -0.018005888791500418 0.0084794487969835752 -0.020893228316076044 0.0076643898556922807 -0.011460203021809494 0.011879891464480648 0.0057153910455642548 0.013487979141115708 -0.024079374640012769 0.040934801480091494 0.013123619379852703 -0.0039956696284507232 0.011441153719388144 0.033061620544157976 -0.036168171900293887 7.8094260402968206e-05 -0.035725410707206515 -0.028479460260031855 -0.0018516962055354315 -0.032936821625091768 0.02110957529376431 0.035277616479778201 8.3566497997526984e-05 -0.0067875321215656566 0.0018995525271845995 0.013671876881046258 -0.0015821298254209495
leaf_count=5725 75025 4597 13999 519 2553 333 7160 4373 502 1813 4030 355 127 1575 3871 1901 85 206 16212 319 144 1163 648 183 40 167129 11061 28113 2351 5819
internal_value=0 0.0213349 0.0340033 0.00570335 -0.0167847 0.105982 0.128629 -0.072686 -0.176258 0.0901857 0.185514 0.0214707 0.0470557 -0.0326781 0.0592637 0.0076262 0.15698 -0.352902 -0.061657 -0.0328709 -0.0235614 -0.209422 -0.422343 0.0120413 -0.530246 -0.0118517 -0.0336714 -0.0227775 -0.0438064 0.0708394
internal_count=361931 72433 62961 42637 34625 8012 7679 9472 4875 20324 6198 2168 14126 32072 7638 6063 2192 291 24434 18709 18350 2138 975 327 359 289498 122369 111308 83195 8170
shrinkage=0.05


Tree=3813
num_leaves=31
num_cat=0
split_feature=785 1309 62 1088 365 269 1042 734 567 690 828 271 1434 635 1184 846 900 1462 1037 73 799 704 0 1466 835 695 906 562 628 278
split_gain=24.0017 19.895 22.2761 21.5503 20.8933 22.4095 20.0321 27.9088 20.122 21.8622 22.6731 22.5694 21.4213 19.4348 19.4202 22.2171 18.8358 19.4503 32.5186 23.3354 18.521 20.9643 18.4208 18.32 18.1694 17.8248 21.0919 18.6499 23.3379 18.5796
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.7639737144699819 1.7886704068378352 1.0000000180025095e-35 0.91363437831498873 0.85494804639094091 1.7811711699895054 -1.0187374422509523 2.4043974048115762 3.1043109927646175 -0.42195508979895918 -1.0561507523790512 0.32136284863636239 1.1504829799273912 0.5531591753938232 0.082549642724416797 -0.32965459033463562 -0.69316396490383225 1.0000000180025095e-35 1.9946822920377858 1.1400540285317871 0.18887832110550515 -0.0379944755062551 -0.46338953011993494 -1.6859863818577356 3.0537978468623685 0.62569618494260715 2.1372302760965973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 14 25 -6 7 8 9 10 12 24 -4 22 16 -16 20 -18 19 -19 -3 -22 -10 -15 -11 27 -27 -2 -29 -28
right_child=1 3 6 -5 5 -7 -8 -9 13 11 -12 -13 -14 23 15 -17 17 18 -20 -21 21 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=4.1771695063803141e-05 -0.00010452970228005269 -8.4920038209084205e-05 -7.688886805460732e-05 -0.00023840762012537992 -0.0001231364689765109 -0.00048110445981473093 -8.2850801096497442e-05 7.1659593010042153e-05 -0.00050884939900874664 -1.0754935304540796e-05 0.0006338961663856712 -0.00032227309830110921 0.00013205393882322435 5.2646846537334294e-05 5.9434911313126145e-05 -0.00010766649357110701 -1.1841444255111245e-05 0.00021301559032106316 0.00023131213035075936 -0.00036022117947682981 2.7177615882508906e-05 -0.00042245617345585844 0.00099959729141675408 0.00032837530497870462 -8.7970541078363998e-05 0.00042714360906687045 -2.4941373371599653e-05 5.1251692429675332e-05 0.00124582234691259 -0.00027072702593314789
leaf_count=29559 38722 23393 4756 1821 5721 1600 23501 18727 492 39267 348 2265 5900 3752 35522 4606 11396 470 3946 883 14987 519 51 1500 28311 578 56866 361 139 1972
internal_value=0 -0.0236211 -0.0368008 0.00184869 -0.0656828 -0.20948 -0.017053 -0.00425051 -0.022759 -0.0330062 0.0641537 -0.0484837 0.0446665 0.102065 0.00620051 0.0431146 -0.0202925 0.0391052 0.143155 -0.147894 -0.0477229 0.0124876 -0.360759 0.13725 -0.0420614 -0.0565218 -0.0289651 -0.0999039 0.379507 -0.0339434
internal_count=361931 332372 234829 97543 105959 7321 128870 105369 86642 80847 11004 69843 10656 5795 95722 40128 55594 16695 5299 1353 38899 15506 543 5252 67578 98638 59416 39222 500 58838
shrinkage=0.000980392


Tree=3814
num_leaves=31
num_cat=0
split_feature=470 464 592 223 310 449 811 851 685 102 1436 426 1043 967 1381 208 705 703 1053 1320 1449 24 501 333 971 1122 694 569 915 43
split_gain=11.9177 22.1626 16.5051 17.1109 18.0297 21.4024 18.9079 21.4745 19.4802 18.9436 17.4177 17.1962 19.6922 17.5813 17.5501 16.7792 16.5306 18.7119 16.7975 16.767 16.4583 16.0195 15.6752 16.1971 20.6524 15.6078 17.5779 17.4119 16.0434 17.2094
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.59494694347224619 1.568233825846985 1.0000000180025095e-35 1.0000000180025095e-35 2.337218705222273 0.68308976018130074 -0.28986179240580223 1.0000000180025095e-35 1.0000000180025095e-35 -0.43303112775000424 1.1985752104141596 0.73275167519129769 3.8553965159476546 2.3509408004131669 1.7937734320387331 -0.21780909338789226 0.011797119955513862 -0.042930256678446389 -0.25215149739540188 0.68378458509241102 -0.45825323917051902 0.37873822909936922 -0.14599348132251208 1.4204733765301616 0.42239597156972247 -0.64295888634387921 0.25703559141928872 2.2744972866152193
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 11 8 22 -10 16 14 13 25 -7 -12 17 -6 20 -20 -18 -14 -8 -24 -25 26 27 -13 29 -28
right_child=-2 -3 3 -5 10 6 7 -9 9 -11 15 12 21 -15 -16 -17 18 -19 19 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.0010456847624004493 0.0003348642936315752 6.9128569459973283e-05 -0.010122813667250027 -0.011880530015614586 -0.010813768038834088 -0.013193021896733098 -0.052654030501344484 0.10641780499756533 -0.013332675576146353 0.086114233296176346 0.0023801408693670313 -0.021803679842620202 0.014030253281752969 -0.019507455605071874 0.11021843421361451 -0.02733948705316714 0.050328233353759244 -0.00099215240365456729 0.045166152231472911 0.22999582156865356 -0.048230126714507694 0.0722630812442807 -0.0099042330298066972 -0.062042917540751669 0.11428978190823558 -0.027853056394058957 0.023133232768661915 0.0033375367316115147 -0.01405301095974835 0.14381233483275271
leaf_count=14828 191352 89765 17029 5674 7665 3578 139 62 78 90 14425 639 429 1133 37 461 83 9757 32 20 69 73 183 26 31 423 799 2740 289 22
internal_value=0 -0.0209238 -0.0583275 -0.0793173 -0.0655388 -0.126421 -0.0295508 0.473371 0.289641 1.06162 -0.0245055 -0.0589733 0.018142 -0.0325082 -0.243696 0.0350427 -0.0923493 -0.102188 0.741344 2.33252 0.292241 0.474657 -0.107331 0.287489 1.4138 0.0316186 0.0724058 -0.0276774 0.361315 0.520993
internal_count=361931 170579 80814 65986 60312 27800 10771 609 547 168 32512 10162 6547 6045 3615 14886 17626 17422 204 52 152 502 379 240 57 4912 4489 3379 1110 821
shrinkage=0.05


Tree=3815
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1428 1441 698 12 357 1456 1449 1460 1456 1467 1455 1463 1464 1459 1458 1458 1052 1452 1452 1465 1463 1457 610 635 1449 1461 1455
split_gain=11.7714 24.7627 16.9778 16.074 24.2927 22.007 21.5587 21.3356 18.851 23.0333 22.8432 29.6778 22.38 24.2212 24.531 22.8239 21.911 21.5401 31.1504 23.3186 22.637 21.9217 27.602 25.6309 24.1726 21.775 22.3443 21.8823 21.4768 24.3934
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 1.0000000180025095e-35 1.7193014468115779 1.0134371351095279 -0.4544544706401713 -1.5371473223298671 0.11689593787942389 -0.26335427453405108 0.74209976395475563 0.37396721338577926 0.55132319640754079 1.650979544311745 -0.043407658172389896 -0.46492268522126184 4.5780457843415556 -0.13220796725521164 -0.15647545104892951 -0.64498511699652417 -0.47268881079791375 -0.15297519637541998 0.33925502870091589 0.45108069140960899 0.21076773143692804 1.0000000180025095e-35 -0.14193351356405756 0.53584142680213331 -0.21004840118973137 0.90830705089653951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 -2 9 28 -10 -12 15 -14 -15 -11 -16 18 21 -20 -19 24 23 -23 25 26 -17 -27 29 -9
right_child=3 -3 -4 4 -6 -7 -8 8 10 12 11 -13 13 14 16 17 -18 20 19 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0024190993673245719 -0.016694177606749221 0.00015441154047437876 -0.0037910382226854136 -0.0028501197264753099 -0.011853265677127897 -0.005971193736464854 0.0024964893384518006 0.0054242656463525116 -0.0029108498913021932 -0.0041899968626569481 0.087180441564649713 0.0055707267011754075 0.0021557921062344415 0.0033072005459888519 0.033439972981335567 0.015212166537672163 -0.041025743689945368 -0.0093822035661397969 -0.011204548711193099 0.074749423761416883 0.0011181204409267944 -0.0027069280381560382 0.010380795788911774 -0.026254307725241885 -0.0048810963630517203 0.028680250743559635 -0.0012241512490194742 -0.0013960102184259623 -0.0007883958167021741 -0.0026849937942563552
leaf_count=5995 1109 89418 68693 18661 3236 9310 23885 38203 24945 19018 38 3268 11920 850 712 1978 47 4002 53 108 7178 3095 1484 713 1673 1320 2194 419 13280 5126
internal_value=0 -0.0206476 -0.0600768 0.00682156 -0.0275325 -0.0159701 0.00641537 0.0191304 0.02129 0.0338241 -0.0327795 0.138772 0.00184998 0.0792771 0.318092 -0.0237799 0.582069 0.0211006 0.083823 0.984813 -0.0497382 0.0703769 -0.0397443 -0.145517 0.148953 0.21526 0.128577 0.430854 0.0657258 0.089041
internal_count=361931 164106 74688 197825 55092 51856 42546 142733 141624 113373 28251 3306 56764 13529 1609 43235 759 24217 13037 161 11180 12876 5292 3808 7584 5911 4172 1739 56609 43329
shrinkage=0.05


Tree=3816
num_leaves=31
num_cat=0
split_feature=785 120 941 324 134 4 1466 1466 1463 21 21 496 613 1469 488 1456 1049 538 1173 1463 678 1458 1452 21 1454 1467 1468 1449 1450 1455
split_gain=24.6244 17.5006 22.6678 22.0787 22.4569 21.7408 21.5076 23.2658 35.4084 37.7119 20.3572 19.3684 21.744 24.8377 22.7913 22.5049 21.5957 19.4367 19.7534 19.2367 24.6179 20.4714 28.1278 31.6143 28.0755 29.1717 34.4293 30.1105 27.4542 23.2459
threshold=-0.86283290253235112 1.0000000180025095e-35 3.0707296396180284 1.0000000180025095e-35 0.47914954037548679 -0.8676074162080899 0.37829601484295772 0.33394102906587103 0.26178017910560175 0.81122649975724037 -3.2545899522946695 -0.52318489920737588 1.3156155531097407 -1.0706168552173836 2.0392715530565324 0.32895061178289459 -0.8400934294897805 1.0226942023247645 -1.2721901571064003 -0.012623584535252523 1.0000000180025095e-35 -0.269398266067507 1.2421253483605348 3.2696271451839771 -0.90309121467478037 -0.58614510940476183 0.50871131412698856 1.6835273741192649 0.17095000708663582 0.95845912716608794
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -5 7 10 -9 -10 -2 -12 19 15 17 -14 -17 18 -15 20 -13 22 24 -24 -22 26 -26 -27 -28 -23
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 11 12 13 14 -16 16 -18 -19 -20 -21 21 29 23 -25 25 27 28 -29 -30 -31
leaf_value=4.7854430685484732e-05 0.00068426559984532639 -2.5352653833130616e-05 0.00025393665848220487 -0.00022800405093265034 -0.00018863774056075247 -2.0336123590109033e-05 3.6016564514116898e-05 -0.00044320091021967132 0.00031954182895811933 -0.00079013586075063122 -5.8932504096292823e-05 -9.6435145174210741e-05 0.00019409551564580739 0.00036003131915614018 0.00057021469549056866 -0.00033932317080713622 0.0010274888499218632 0.0002838197483373729 -5.2405116438703132e-05 2.9131789013744164e-05 0.00025819855229409214 7.5012122014803391e-05 -0.00048756564019769767 0.00069349870414635978 -0.00029035818663886024 -2.433969558916471e-05 0.0003699945594425356 0.00049049732944784531 -0.00079029213405498548 -0.00017296806946512721
leaf_count=29559 211 91763 1142 3516 13556 18265 45915 1774 707 208 44692 24265 1050 685 403 67 260 1347 7127 35849 1483 16398 1327 89 4191 12877 669 486 118 1932
internal_value=0 -0.0183676 -0.0418246 -0.0454702 -0.100603 -0.0549489 -0.00572748 -0.0189325 -0.236716 0.104097 -0.0152811 -0.016273 -0.000897491 0.096906 0.0511202 0.36105 0.81592 0.026575 -0.0176149 -0.0113481 -0.0357224 -0.00313779 -0.0520795 -0.379427 -0.0311951 -0.0558391 -0.20794 -0.00210147 0.210882 0.0495835
internal_count=361931 332372 128242 127100 35337 21781 204130 158215 2689 915 155526 155315 110623 10939 9562 1377 327 9159 7812 99684 63835 39570 21240 1416 19824 18341 4978 13363 787 18330
shrinkage=0.000980392


Tree=3817
num_leaves=31
num_cat=0
split_feature=785 1309 62 1088 365 269 294 614 76 1045 1184 846 1462 77 1041 476 734 907 158 1050 1181 12 346 1039 479 1459 76 1467 1462 695
split_gain=23.4395 19.8638 22.3794 21.2296 20.7534 22.3336 20.31 25.2199 25.8316 21.7709 19.729 21.6409 19.0918 19.6559 18.9277 18.689 20.3422 21.1362 22.8808 22.3633 19.7269 18.8311 18.2426 18.0837 19.4119 18.0222 21.4915 19.0813 20.5525 23.647
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.7639737144699819 1.7886704068378352 1.0000000180025095e-35 -0.078187856073200182 1.0000000180025095e-35 0.6057866093897768 3.6828392230247013 0.32136284863636239 0.35885439231009797 0.23315867714148311 1.0929599279503071 -1.3556851883446164 1.1361236590950645 0.85494804639094091 0.60734054775592716 -0.03476977395467034 -1.3956054720241469 0.20498346081528948 1.8639264204075874 1.8146883021130515 -0.17785425495211246 1.6834386678921571 0.40413748344094969 3.1669479266700802 3.8567296589757825 1.0000000180025095e-35 -0.31813125934097014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 25 -6 15 -8 9 14 12 -12 -3 -14 -9 16 22 18 20 -19 21 -18 -4 -24 -25 26 27 28 -2 -30
right_child=1 3 6 -5 5 -7 7 8 -10 -11 11 -13 13 -15 -16 -17 17 19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=4.3528700577553381e-05 -5.1272828739806543e-05 -4.2859936137812895e-05 8.6286342079714985e-06 -0.00023432329497209928 -0.00012050248118065595 -0.00047828231844205475 -0.00014115693854769573 -0.00039946905821710898 -0.00016422168129429435 0.0012456041391222369 6.8691901790409515e-05 -6.1025185356957274e-05 9.6118288794379494e-06 0.00020550036568492948 1.3247407427051773e-05 -0.00011514222689064851 9.9007053319828217e-05 -0.00055090568034780194 0.00020342171630961778 0.00030501852692987555 -0.00018831721781367321 -0.00036169101547785845 -0.00032706907992937706 -9.0317593917490759e-05 0.00064305857429570556 7.3508325456379215e-06 0.00044184264640468435 0.00036876192811781676 -0.00023204600386615552 -6.88907316188532e-05
leaf_count=29559 53038 40390 56133 1821 5721 1600 16221 800 5664 70 32004 8124 12684 2520 26787 5895 4525 206 3244 2738 2195 479 1983 1608 322 21469 457 443 10758 12473
internal_value=0 -0.0210821 -0.0342612 0.00437877 -0.0632354 -0.206673 -0.0144597 -0.0535906 -0.0205134 0.00794365 0.00869884 0.0459273 -0.0180139 0.0462922 0.00461083 0.00794012 0.0180552 0.095731 0.0494291 0.264603 -0.018806 0.0580239 -0.00115067 -0.168822 0.0103331 -0.0540986 -0.0737519 -0.077383 -0.0811367 -0.145246
internal_count=361931 332372 234829 97543 105959 7321 128870 49542 33321 27657 95722 40128 55594 15204 27587 79328 73433 13387 10443 2944 7199 5004 60046 3913 1930 98638 77169 76712 76269 23231
shrinkage=0.000980392


Tree=3818
num_leaves=31
num_cat=0
split_feature=785 728 784 921 726 1022 1016 346 1249 1040 647 590 785 353 759 570 678 1421 1002 209 834 712 677 82 350 422 1396 11 636 50
split_gain=26.3386 19.6569 23.0914 23.0937 21.5115 21.0703 21.4039 20.9119 21.3155 25.8278 19.9465 44.8416 19.0781 19.7015 19.0432 18.9959 18.981 18.9637 18.6396 21.3629 18.4021 18.1577 18.1172 17.9661 19.275 23.8737 22.3197 18.9041 17.9601 18.3599
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 -0.87782724458594241 0.58895901036483078 2.9970139449733542 2.5458802938288509 2.7993186572179827 -0.4998781572545779 6.0948733974029876 1.0107116206971127 0.69854289147193727 0.23696906566319156 2.1612684629536689 -0.63779424894106762 1.0000000180025095e-35 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 2.4129057422810987 1.4829784501753427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 5 -4 -5 6 7 8 9 20 11 -3 -7 -14 16 17 22 23 -6 -20 -2 -1 -11 24 25 -12 -26 -27 29 -17
right_child=1 10 3 4 18 12 -8 -9 -10 14 15 -13 13 -15 -16 28 -18 -19 19 -21 -22 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=-0.00011891852178071743 -0.00032822873670247551 -5.0852123885296478e-05 1.0226374829964949e-05 -0.00010631658886504348 0.0002377957810854321 -8.1845694520737386e-06 -2.1469457670465793e-05 -0.00019197343619959672 -0.000204473002487182 -6.2230542990012537e-05 -0.00012207990467837427 0.00038728644552264431 0.00011764592518777694 0.0012225309683943507 0.00072709813170535108 -0.00010972816340606852 0.00079722062988515625 -0.00022472287228280741 -0.00039839056459786302 0.00022195758627425029 0.00098539031846360406 6.4730738239939027e-05 0.0001176242446976352 -0.00015593966491696151 0.00012480664349497926 -0.00038126606550493942 -0.00013269035623636558 0.00028171612551330461 0.00031656451564827741 3.7145602358460695e-05
leaf_count=3225 2759 4821 34551 1345 5292 98491 45923 14802 6707 13021 8640 1384 4444 66 210 56011 102 2973 477 481 83 26334 3683 3798 12404 341 2576 1505 621 4861
internal_value=0 -0.0211623 -0.0106697 0.0354795 0.141271 -0.0219357 -0.0516038 -0.101888 -0.0600486 -0.0210623 -0.0528503 0.077076 -0.00204149 0.139517 0.0118597 -0.0632893 0.00181589 -0.0131535 0.192904 -0.0786487 -0.290103 0.0482473 -0.00731263 0.00490797 0.0293409 -0.059308 0.0850498 0.183745 -0.0911227 -0.0960786
internal_count=361931 332372 232437 42146 7595 190291 87290 41367 26565 19858 99935 6205 103001 4510 17016 93730 16806 32237 6250 958 2842 29559 16704 29264 25466 10486 14980 1846 61493 60872
shrinkage=0.000980392


Tree=3819
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 570 1421 730 783 934 514 603 660 639 830 1002 1022 146 785 353 209 82 350 422 1396 11 841 345
split_gain=27.6493 22.9318 24.0185 25.2376 22.9692 20.8976 45.7488 19.0229 18.8241 18.4942 25.3241 22.4517 21.9338 19.7551 20.8861 18.5061 18.3181 19.1988 18.2158 20.0175 19.1286 19.657 18.0611 17.8316 19.3092 22.8289 22.236 18.69 17.769 19.2991
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.4998781572545779 1.0107116206971127 -0.33215574005720661 1.1155635910225459 1.0000000180025095e-35 1.2394703555346365 1.0000000180025095e-35 0.26872683687560334 0.089392437450782083 1.6405209124780595 0.69854289147193727 1.0000000180025095e-35 2.7503861831498626 2.9970139449733542 2.5458802938288509 0.23696906566319156 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 -0.9044885654577105 0.24121932305524757
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 9 -5 6 -3 8 23 10 12 13 -4 14 -11 28 17 -6 19 -2 -20 -22 -19 24 25 -7 -26 -27 -13 -30
right_child=1 5 3 4 16 7 -8 -9 -10 11 -12 15 -14 -15 -16 -17 -18 22 20 -21 21 -23 -24 -25 26 27 -28 -29 29 -31
leaf_value=5.1839133306441159e-05 -4.9186799969879618e-05 -4.878981350111546e-05 4.0467839669051022e-05 -0.00011163062481533605 0.00020838314261744685 -0.00012087073735477083 0.0003942135182275605 -8.9301756542217454e-05 -0.00022397981144125332 0.00015813247088286681 -6.3076998119735629e-05 -0.00027925974106975603 0.00037777954724595413 5.0362837851190567e-06 0.00050477052284851479 -0.00028595962729031411 0.0004784312957003909 -0.00043171803380901764 -6.1477761237276213e-06 0.00029105009221966219 0.00011995879543672496 0.001224112640727036 0.0001645000786121863 -0.00015535364368253926 0.0001248122144471023 -0.00038328450061627295 -0.00013237929596541671 0.00027631396253871549 2.9189327443955431e-06 0.00043712986741212636
leaf_count=29559 86488 4821 6880 1294 4464 8640 1384 61493 2973 2134 17685 616 1041 1982 1097 1105 971 439 98491 802 4444 66 427 3798 12404 341 2576 1505 1364 647
internal_value=0 -0.0182901 -0.00694628 0.040154 0.150775 -0.0525357 0.0805844 -0.0632234 -0.0130125 0.0139366 -0.0169973 0.098923 0.0867204 0.189125 0.285231 -0.0336665 0.202834 0.156726 -0.0184466 -0.0460852 4.60453e-05 0.141865 -0.130038 0.00499314 0.0293537 -0.0594827 0.0851234 0.178553 0.0607029 0.153105
internal_count=361931 332372 232437 42146 7595 99935 6205 93730 32237 34551 25606 8945 7921 5213 3231 3732 6301 5330 190291 87290 103001 4510 866 29264 25466 10486 14980 1846 2627 2011
shrinkage=0.000980392


Tree=3820
num_leaves=31
num_cat=0
split_feature=785 652 779 1184 1389 495 830 211 767 561 1262 5 921 417 846 958 1316 227 548 707 1326 627 1144 27 844 1221 1166 833 629 832
split_gain=12.377 13.2103 17.9076 19.9253 21.0689 18.6564 18.6994 20.0429 18.0459 17.7686 18.918 20.2586 17.6237 18.0003 17.594 19.5416 23.4758 25.5564 18.2011 20.6226 17.652 21.243 18.0409 17.5958 17.5596 17.5486 17.4745 17.4441 18.3222 18.7365
threshold=-0.86283290253235112 -0.55024281929118113 3.7087191017846313 1.7894643924503619 -0.68437357403006671 -1.2356503748313998 0.70639586890216266 -0.66002676705581209 -1.7483275641804346 0.52249462078284192 -0.94224690109996667 2.3774452573910199 0.62154522891879982 -1.4397656118118147 0.5894258255966881 1.313041538630376 2.9861019367535362 -0.22204507045581459 0.46938171768138232 -0.98686951499773057 0.55884688959774909 0.48056850827150227 1.0000000180025095e-35 1.0000000180025095e-35 2.4471121278670656 1.0000000180025095e-35 0.87102037147397393 2.9472970823546043 -0.86876869517895783 -0.66316503928879555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 -7 -8 10 11 -9 13 -10 18 16 23 -18 19 -12 21 22 -20 -16 25 -3 -21 28 -23 -30
right_child=1 24 3 -5 -6 6 8 9 12 -11 14 -13 -14 -15 15 -17 17 -19 20 26 -22 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0019275664118047883 -0.0076662038258488233 -0.00053136870889758934 0.038401836279608165 -0.059338901819953653 0.0053794452490414368 0.0027712841614316039 -0.027753070567413399 0.0094803224742848087 -0.01606805993031675 -0.0052163738055772011 -0.010534288051798325 -0.035806089098905827 0.0093808815185679132 0.0027821192919754681 -0.00559679503276596 0.0083445318157255952 -0.037484692782965512 0.088972821484498296 0.012832110235377928 0.0022435607197438348 0.015129662116096647 0.032612719683077482 -0.0039493510528639721 -0.019441203960414342 0.0058481053638678856 -0.0029917830979016751 -0.0045177385474667727 0.06331694965447085 -0.043444729798046061 -0.0089387492647060481
leaf_count=29559 4782 159586 361 77 686 20706 299 3434 908 13991 2672 150 5125 16350 4765 1124 40 76 2321 13671 1911 117 1619 2060 5281 61642 6952 41 335 1290
internal_value=0 -0.00929644 0.0115451 0.300583 0.363749 0.00844962 0.0142731 -0.00337336 0.0697095 -0.0268824 -0.00473222 0.155262 0.0759676 0.0414255 -0.0194125 -0.124129 -0.175081 0.952718 0.00336146 -0.0253478 0.107984 0.0384666 0.132416 -0.193641 -0.0201231 -0.0234476 -0.00194665 -0.196733 -0.240183 -0.317224
internal_count=361931 332372 105863 1124 1047 104739 99957 77275 22682 56569 42578 3584 22383 17258 38994 8065 6941 116 30929 23295 7634 5723 3940 6825 226509 221228 20623 1783 1742 1625
shrinkage=0.05


Tree=3821
num_leaves=31
num_cat=0
split_feature=728 784 792 549 1464 1316 745 762 395 493 921 859 730 783 514 934 603 660 639 1458 893 961 1461 495 1174 429 1359 867 345 8
split_gain=11.9752 14.8397 18.2503 25.8413 22.3587 29.6261 20.9706 18.8973 18.6096 18.2726 18.2323 19.5144 18.3531 26.1852 22.401 22.1571 18.8686 20.5804 18.2824 18.0764 26.025 21.6483 18.1205 17.9592 18.5465 18.9774 17.7857 17.6391 17.502 17.4473
threshold=1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 -1.3900695809707992 -0.13737360038314356 -0.69505489792281183 1.0000000180025095e-35 1.0089140671603436 0.66415532897360485 2.3301933452103074 1.0525743831388839 -0.98545034728205338 -0.33215574005720661 1.1155635910225459 1.2394703555346365 1.0000000180025095e-35 1.0000000180025095e-35 0.26872683687560334 0.089392437450782083 -0.19179933198544472 -0.68189663169661496 2.7378363749037904 3.9993613276323443 1.0060768826345343 -0.82809764180812506 0.93900083886992147 3.3960325551778485 -0.72818492217606867 0.46293354690950167 -1.298475463871557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -6 27 26 19 -10 12 -12 13 14 -3 16 17 -14 28 20 21 -5 -22 -7 25 -25 -8 -4 -17 -19
right_child=-2 10 6 4 5 23 7 -9 9 -11 11 -13 15 -15 -16 18 -18 29 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0037121567296037662 -0.0013919711704815578 0.0023684272789778055 -0.0032648516700953369 0.0017881364839943598 -0.0024047572574643229 0.0063985590442975256 -0.0022951830665304293 -0.010675776819654013 0.0047447529733290646 -0.034574846626801214 0.020051997342097387 0.0045450007356703098 0.008203170108170163 -0.0030323371103266475 0.019807981007792869 -0.0020563795900195047 0.00064267017321374426 -0.021443775313007434 -0.014302879101753969 0.0015331438591335779 -0.0072861819332764649 -0.035790817730285661 0.042903067297594334 0.0063801690694124478 -0.0029248251511326149 0.051581720041085966 -0.031584675946163342 0.0012064968695528471 0.01811890316293072 0.029402534679295808
leaf_count=19919 109090 6880 15174 9293 9040 24883 37852 4231 9178 148 1153 6442 2134 17685 1041 1992 1982 101 1105 17350 14068 330 81 473 5074 138 354 43109 635 996
internal_value=0 0.00336609 -0.00488587 0.0162292 0.0304755 0.0702609 -0.0268811 -0.0665471 -0.0019684 0.0832244 0.0408774 0.135358 0.0185544 -0.0123606 0.093433 0.103455 0.193303 0.287421 -0.0286655 -0.024863 -0.0681532 0.020013 -0.138008 0.102433 -0.0125174 0.350198 -0.0502193 0.000587101 0.065347 0.515912
internal_count=361931 252841 210695 109975 90056 39608 100720 42437 50448 9326 42146 7595 34551 25606 7921 8945 5213 3231 3732 41122 23772 9623 14149 30568 5685 611 38206 58283 2627 1097
shrinkage=0.05


Tree=3822
num_leaves=31
num_cat=0
split_feature=1431 1150 1425 1430 705 1158 1469 251 1388 1424 1098 747 215 1110 624 1183 1189 698 630 1467 1010 1119 972 1395 766 710 899 498 554 1250
split_gain=19.1605 19.4002 20.5906 18.8699 18.7373 23.9697 22.9409 25.6576 24.8417 21.686 21.4485 24.5431 22.0653 23.7064 23.1699 21.2715 21.1628 20.5905 20.7736 20.2038 19.9826 19.9202 19.5538 21.9793 19.3686 20.502 29.1596 24.0944 23.5808 19.7307
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.54622893720785959 0.32046342343737316 1.0000000180025095e-35 0.015192406883603843 4.2730261865092531 -1.1576935568052567 1.0000000180025095e-35 -0.65750918523183322 2.2668746584208797 1.5393266974652999 1.3215392452704628 -1.0775181515977683 -0.90433112344924493 1.1708622244298923 -0.34738061382558189 -0.70084300778016329 4.0242090356330973 3.0713252103476614 0.93390221166011833 0.7014690965520517 -1.5399275600698286 1.0728755534518195 1.4588992811557273 1.0158888971786613 0.012027288232641325 1.7806921643158311 0.5423850464565988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 8 21 19 -10 -6 12 14 -14 -12 -13 -15 -17 -19 -1 -16 -8 -23 -24 25 29 27 -27 -29 -7
right_child=1 2 -4 -5 10 24 7 -9 9 -11 11 15 13 16 20 17 -18 18 -20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00023154361483879862 -1.732593796701672e-05 -0.0001443992446739755 6.0580596922304484e-06 -6.2794297037779483e-06 -1.2945678187218066e-05 -2.966268844667347e-05 -9.6811223393581999e-05 0.0011787518946316273 -7.2737493225853285e-05 5.651003276945856e-05 -0.00012298016219162945 -0.00050997244509887619 0.00025331041474208049 -0.00041040338623380416 5.5600297643638519e-05 0.00031060280006706972 0.0011650246492931676 -0.00053188481410605193 -1.0325513841946958e-05 0.00075784821673758457 0.00037508491004225328 -0.00041945626453578614 0.0017808588278797404 -6.651881607758351e-05 -9.2917678945562252e-05 4.6353245477341553e-05 -0.0001737957773431397 0.00020987557999137884 0.00075997900866875499 6.9195949637704984e-05
leaf_count=4177 89303 30905 12136 7214 48212 36194 18822 58 11953 15710 4479 541 3949 444 36407 511 41 465 1102 88 899 2348 38 698 9925 5858 1651 4122 339 13342
internal_value=0 -0.0374311 -0.0804018 -0.113445 -0.0014823 -0.0209352 -0.0601295 -0.12414 -0.0214348 0.00205152 0.0213289 0.053286 0.0655354 0.207433 0.0491796 -0.145207 -0.266149 -0.0485184 -0.16935 -0.204666 0.0647446 -0.129683 -0.314984 0.0335139 0.00589891 0.02012 0.101994 0.144942 0.262027 -0.00100459
internal_count=361931 139558 50255 38119 222373 125323 53892 21964 31928 27663 97050 48838 46219 4434 41785 2619 485 2078 1567 4265 37306 21906 3084 736 71431 61506 11970 10319 4461 49536
shrinkage=0.000980392


Tree=3823
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 803 666 609 678 1218 678 1376 1467 1465 873 665 1080 78 927 1071 790 61 219 1241 395 1243 507 72 789 283
split_gain=27.8832 21.4267 25.0199 24.8362 23.0579 31.4171 41.2037 39.1482 27.4243 27.0685 25.6661 23.3953 26.5112 22.2864 30.8197 30.0197 31.8941 27.6008 24.1561 28.3035 24.705 23.6475 26.0157 22.8514 21.8151 22.2913 21.5181 21.1219 20.7825 20.7334
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 3.9048232315577729 1.0000000180025095e-35 1.0000000180025095e-35 0.027744735654897854 0.56487967955244278 0.45120890067825536 0.85652824257920523 2.2092738772757108 0.57250790045078714 1.0483613175537825 0.69084194168817237 1.2042876177435089 1.7262725660818381 1.2765152966834028 -0.31721277594761715 0.66415532897360485 -0.051542284385149947 0.65809631222906606 -1.0743334609788142 1.1248358748350926 2.3203676192117064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 28 26 8 10 -8 9 13 -7 12 -10 14 18 -16 23 -15 21 -20 -21 22 24 -17 25 -6 -2 -26 -4 -24
right_child=1 2 3 -5 5 6 7 -9 11 -11 -12 -13 -14 17 15 16 -18 -19 19 20 -22 -23 29 -25 27 -27 -28 -29 -30 -31
leaf_value=5.0034745278683523e-05 -7.5075572652666826e-06 -4.2403437506656107e-05 0.00024622650641507025 5.584676972287815e-06 -2.5354622290548618e-05 -0.00020663993102287452 0.00030095635503454198 -0.00050660248040467718 -2.1398374414580436e-05 0.00035032790045861224 6.6516942325549065e-05 -7.1943149650731218e-05 7.8760648516800697e-05 3.5775547552432928e-05 -0.00016250415723725723 0.00015615415059537095 0.00044452777219993367 -0.00014090979004020864 -1.5337468882651566e-05 0.00014810084927117828 0.00072354843176356237 -0.0002441977880793543 -0.00020887242033381951 -0.00016781473845442599 0.00025016882275068311 -0.00013909168798192359 9.9206107333548799e-05 -1.4654894360204131e-06 -5.2077084702930877e-05 0.00073324744442467785
leaf_count=29559 48652 9447 5244 5700 29346 2881 3683 279 35199 651 4547 25094 18820 21312 33062 1712 642 7445 9399 1857 417 5728 8048 3208 2266 22869 10531 13064 1127 142
internal_value=0 -0.0203929 0.0440151 0.104369 -0.0260152 -0.0366446 0.0756911 0.248247 -0.0431541 -0.0633758 -0.0257793 -0.0097587 0.0142499 -0.0659195 -0.080411 -0.136479 0.0185637 -0.00475067 -0.053368 0.0455092 0.266582 -0.0711842 -0.0597436 -0.0512563 -0.0421861 -0.0722527 0.0138468 0.0328733 0.194 -0.195474
internal_count=361931 332372 21518 12071 310854 251671 11390 3962 240281 161168 7428 79113 54019 160517 131760 38624 5562 28757 93136 11673 2274 81463 75735 4920 67545 52215 59183 15330 6371 8190
shrinkage=0.000980392


Tree=3824
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 1443 791 861 1367 588 575 1317 507 858 924 1252 978 633 689 590 120 579 760 234 969 813 712 1051 1149
split_gain=22.4926 19.2127 26.2553 29.9416 28.2915 46.76 24.7396 23.639 30.659 34.6443 22.7424 24.2587 21.5062 21.3693 20.2759 20.2725 20.1501 21.9976 20.593 19.9482 21.1573 21.8442 21.5185 20.9646 19.8517 19.8409 19.8386 19.7976 21.0343 19.5888
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.593744732512876 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 0.71188872395471614 1.0000000180025095e-35 1.3531462534988981 0.65809631222906606 1.0825608069246189 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.35315847874617967 -0.89470958077722174 2.1158990288977795 2.1641256470006294 1.0000000180025095e-35 -0.44770436352720083 1.3094460619852766
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 7 6 12 26 -9 -10 11 -3 25 -2 -7 -5 17 18 -17 20 22 -22 -15 -24 -20 27 -4 -6 29 -29
right_child=1 10 3 15 5 14 -8 8 9 -11 -12 -13 -14 19 -16 16 -18 -19 24 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=4.2669295647469635e-05 -4.7852455847516e-06 -8.6429370496484697e-05 -5.9563566133465322e-05 -8.7070163471055911e-05 -0.00013423047747547289 0.00030954004491661407 -0.00016298923452662004 -0.00010007609392085251 2.2565811089688568e-05 0.00028206544600858956 0.00017155112791959065 7.2950063971071182e-05 0.00029686347210922592 0.00010554157460235047 -0.00016453608513571406 -0.00034072129940248386 0.00083920578607873909 -0.0013405213671380746 -0.00038368721621733751 -0.00013650916752599993 4.3593047204775104e-05 -0.00060973302723307018 0.00013148501470990786 0.00053252493547383006 0.0001737197690761605 0.00035844321182646897 9.7472381699270489e-05 9.5537229899252159e-05 -1.9983250753755286e-05 0.00049727891227682763
leaf_count=29559 48652 7439 94773 79939 4670 3657 4097 11003 30600 2483 4398 9681 1401 5619 466 897 171 73 505 1511 849 350 1023 1179 3679 659 3837 2108 5987 666
internal_value=0 -0.0206727 -0.0259964 -0.0373425 -0.0202251 0.0510567 0.00370571 -0.0333552 0.0127216 0.0471698 0.040382 0.00474101 0.0416445 0.016565 0.261082 -0.0780916 0.070839 0.0407386 0.0597642 0.10364 0.139959 -0.127778 0.180128 0.353696 0.122169 0.0153906 -0.0534535 -0.00448646 0.0509426 0.206052
internal_count=361931 332372 310854 251671 166407 23711 19588 142696 44086 33083 21518 17120 15491 59183 4123 85264 5325 5154 5081 10531 9020 1199 7821 2202 4184 14090 98610 13431 8761 2774
shrinkage=0.000980392


Tree=3825
num_leaves=31
num_cat=0
split_feature=1371 1465 1453 1259 1466 1455 1455 1467 1466 915 21 964 885 1452 694 636 1439 959 158 155 1010 1120 288 221 1386 641 645 1023 874 693
split_gain=12.1365 14.7549 15.9478 17.8301 15.6269 20.7039 29.5686 23.558 18.6334 18.6328 19.3755 20.3431 18.5388 17.213 16.4533 17.2045 15.4871 15.2517 15.9005 15.4504 14.9086 16.6543 16.0398 18.4664 14.9755 15.1948 15.1914 14.4016 14.3698 14.1893
threshold=1.0000000180025095e-35 2.873316917895123 5.5477399240790328 0.10700171057489674 2.5621452872994568 2.0663805890193063 1.7778406063357999 0.56642369356457667 2.0364802837897087 -0.18560358585770834 1.7567652095367545 3.9090087365425208 0.35018306414905159 0.79547082264194502 0.9531992518843867 0.52712604533635854 1.0000000180025095e-35 0.53634897431379003 0.55845953896324863 -1.0878693236164014 3.0713252103476614 -0.016064109105964109 -0.82962504133416348 0.13246270201166918 -0.7294948249711154 -0.86328253319721515 1.0000000180025095e-35 6.1500100900864334 1.4669069232400107 -0.69374874240487616
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 4 -4 5 6 7 8 9 10 11 12 17 28 -6 -16 -15 18 -3 -19 27 -22 -23 24 -24 -26 -27 -1 -7 -2
right_child=29 2 3 -5 14 13 -8 -9 -10 -11 -12 -13 -14 16 15 -17 -18 19 -20 -21 21 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00024778858537402712 -0.0061280090049221358 -0.0013515807567355482 0.053000501235064015 -0.028979640547071306 0.020781604258884354 0.032955736650207755 -0.048950270787239986 -0.017938564937326925 -0.036445224038842976 -0.0054543067582463771 0.043376827658649093 -0.056042965904182486 0.026171207625886511 -0.049476942325709095 -0.027665773696517106 0.037806379401898939 0.017043031444505991 -0.036409151277401457 -0.047916376405813449 0.022485764306136781 0.012705231452781629 -0.042252979556085535 -0.043023017580783529 0.017250739679328567 0.031678685095281538 0.016430501690749885 -0.024140354173222672 0.02628795156701727 -0.028388742629251715 -0.00092617167882878999
leaf_count=303466 13800 500 133 44 1035 436 151 855 132 1297 185 51 544 74 200 60 85 60 145 442 2121 125 129 473 114 160 353 186 58 34517
internal_value=0 -0.000106571 0.104582 0.722085 0.0849483 0.0271132 -0.0339643 0.00291192 0.0826747 0.116991 0.245386 0.169317 0.21254 0.365555 0.296883 -0.210048 -0.244631 0.043596 -0.203157 0.313869 -0.00256246 0.137201 -0.0519977 0.0183339 -0.195668 -0.0545201 -0.222262 -0.00446479 0.549786 -0.0439228
internal_count=361931 313614 6487 177 6310 5015 4362 4211 3356 3224 1927 1742 1691 653 1295 260 159 1147 645 502 307127 3475 1354 1229 756 627 513 303652 494 48317
shrinkage=0.05


Tree=3826
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 746 727 382 925 1256 1097 912 762 813 924 1252 978 633 789 395 234 1443 990 852 975 635 1038 1115
split_gain=26.9602 21.5347 27.1297 32.1846 31.0447 49.7034 25.5782 31.0737 23.8308 24.5598 23.0196 22.7758 22.7563 29.3172 22.3213 21.7983 21.1539 20.7778 21.9108 21.0506 20.3303 20.3205 20.2505 20.2308 19.9909 22.7607 21.0031 19.8319 23.0423 19.7837
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3494139952004127 0.56536575231373476 0.48481848852188064 0.21147417596499959 2.1641256470006294 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 1.1248358748350926 0.66415532897360485 -0.89470958077722174 1.593744732512876 1.09266583130301 1.0000000180025095e-35 0.75208456852563055 -0.22650867662623761 -0.4449581379577125 -1.8216650346947962
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 6 24 15 14 -3 20 12 -9 13 -2 21 -4 -5 18 19 -18 -10 27 -21 -7 26 -26 -6 28 -8 -12
right_child=1 8 3 16 5 23 7 11 9 -11 29 -13 -14 -15 -16 -17 17 -19 -20 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.8052366468043357e-05 4.9138723335256807e-05 -4.0971795496034433e-05 -6.1644532200004072e-05 -8.9678281432301147e-05 -8.69451866239966e-05 0.00029252535607808837 -0.00032711732961034833 -0.00045143450299909112 0.00024289653208101801 4.0657996423164298e-06 0.00028870725200238627 0.00016040002189695221 0.0001395547385997899 -0.00020834153330880927 7.6941707135337381e-05 0.00010297129549789261 -0.00034424587434122271 0.00084870852963327592 -0.0013371590909865571 -0.00038718650712501036 -5.2079376694813309e-05 6.1191998668857819e-05 0.00017502592274351448 -7.7558644266645775e-05 -5.2714024908828205e-05 0.00031812243373825316 9.8245954370112281e-05 -2.12159089726337e-05 -8.2065387430333361e-05 -3.6668055741388219e-05
leaf_count=29559 15495 9447 94773 79939 11247 4219 5054 380 5244 5700 1029 6711 10304 2883 9039 3837 897 171 73 505 1127 5480 3679 840 1414 1595 4396 10928 6494 29472
internal_value=0 -0.021202 -0.0268371 -0.0383543 -0.0206165 0.0539926 -0.0343586 0.0135477 0.0433293 0.102195 0.0164132 0.139371 0.0627183 0.0111469 -0.0182696 -0.0552397 -0.0805408 0.0714649 0.0408348 0.0598012 0.191286 -0.0555093 0.122932 0.240605 -0.0025612 0.157039 -0.0372172 -0.0940293 -0.175276 -0.0269916
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 21518 12071 59183 7091 28682 18378 36995 98610 85264 5325 5154 5081 6371 27956 4184 5059 18652 3009 15643 22476 11548 30501
shrinkage=0.000980392


Tree=3827
num_leaves=31
num_cat=0
split_feature=470 464 1367 1292 254 115 389 260 277 1038 1245 145 635 1200 1111 1324 678 909 18 972 1253 1047 1262 155 830 341 158 1392 1043 1387
split_gain=12.1756 21.0477 15.894 18.0045 17.6473 17.5838 17.2229 16.9369 21.115 17.6983 18.2094 16.2631 16.2189 21.1735 16.3337 16.1248 16.4299 17.2018 19.5926 15.9885 15.7101 15.6657 15.5608 20.6506 15.5456 15.2589 16.9055 15.2406 17.7401 21.3392
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61047007421192445 0.56160999478305407 0.52656206759154367 1.3947035982071894 2.0012238438612475 1.0000000180025095e-35 1.6702118731783429 0.95442181841421947 0.97582341891723734 -1.0936784382003311 -0.53259021913698434 1.0000000180025095e-35 0.4378030429370347 1.6021235533146441 1.6243751288565669 0.028511284508799112 0.10374280383373456 0.71725727669524653 0.055316352761446842 2.6907498507043774 3.9977994974633462 0.18695573860068929 -0.61884657096770723 0.18332355186639873 1.1809325504052903 -0.31509801393811826 -1.4176934986619927 0.29635552827357636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 7 15 9 10 -9 -12 -10 14 -14 16 21 18 -18 -6 -15 -4 -7 -24 -21 -8 -27 -2 29 -29
right_child=27 -3 3 4 19 22 25 8 12 -11 11 -13 13 20 -16 -17 17 -19 -20 24 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0032062250468602596 -0.00076582347056013134 2.2083050324214453e-05 0.0087200929018194633 -0.020201698138144292 -0.0037977040268779259 -0.013115668327327874 0.027154008587712539 -0.0085607080348350916 -0.021558874115338023 -0.032017429063629532 0.11773973433140961 0.01522586271255596 -0.024040945190512305 0.060229907814073724 0.071506789975466112 -0.022525901531668512 -0.012045360502888944 -0.026261826098686367 0.055289766264467112 -0.041155920337126235 0.18969181709812682 0.060169021350070351 0.0072072906911852643 0.24913509605714462 0.077334174983674786 -0.030886234676361254 0.069147475145049694 -0.0020984432165267412 0.0014904277214302999 -0.025114774675183152
leaf_count=61593 92409 89765 4983 1061 287 7517 537 2454 111 471 24 294 78 35 48 320 154 355 72 37 22 83 26 20 62 147 23 2655 95273 1015
internal_value=0 -0.0212879 -0.0577539 0.0262628 -0.230308 -0.0768277 0.0645036 0.0310571 -0.115085 -0.1738 -0.0935537 0.487768 0.586936 0.989857 0.346022 0.111153 0.141868 -0.210068 0.262976 0.196452 2.15082 0.194547 -0.248075 1.70984 1.04876 0.386941 -0.264176 0.00662933 0.024938 -0.151199
internal_count=361931 170579 80814 11658 1447 69156 10211 9504 3537 3243 2772 318 294 183 126 5967 5647 581 226 386 57 5066 7563 46 99 707 170 191352 98943 3670
shrinkage=0.05


Tree=3828
num_leaves=31
num_cat=0
split_feature=785 263 150 728 926 921 869 909 507 1323 264 1431 807 878 608 1110 979 279 1437 497 885 1454 1045 434 288 902 634 1246 984 3
split_gain=24.7696 24.062 27.878 25.9822 36.7936 31.782 29.4797 33.2109 28.6081 24.308 23.1173 21.3047 20.666 23.3766 24.1013 24.0442 24.5654 21.5392 20.5562 23.3678 20.7925 20.4782 20.0459 21.6998 20.9056 19.9423 19.6461 19.7315 20.1206 19.1471
threshold=-0.86283290253235112 0.66115833724634121 -0.52571317712276111 -0.90320472132347296 1.0000000180025095e-35 0.62154522891879982 1.0000000180025095e-35 0.9119020701661501 1.0941628986121894 -0.20759369672708256 -0.92193233685461917 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.60677017479697548 -1.548383945956544 0.67399173339163976 2.8257610812025367 1.7001250133015622 1.0000000180025095e-35 -0.99563425846005404 0.62667357349860431 1.6504836111777961 2.7655665054205345 -0.94516208605018137 0.6095166046651167 -0.77826464138659079 1.366647180979647 0.43931362296734799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 6 8 11 9 -2 -8 -4 -5 13 14 17 -15 -17 -6 19 20 -12 -14 23 24 -18 -22 27 -11 -29 -19
right_child=1 2 10 4 12 -7 7 -9 -10 26 18 -13 21 15 -16 16 22 29 -20 -21 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.3325891658453876e-05 1.228317483473396e-05 -4.7249625921332696e-05 -8.8134433261413475e-05 2.366368769345743e-05 -0.00026643933426625811 -0.0001212077321945486 -0.0001049647317086834 -0.000217535481590447 0.00017801546447780147 0.00028834815105713708 -3.7838424198071241e-05 -5.2682440464896132e-05 -0.00088986845756837982 6.7433109884538036e-05 -5.0875819418487629e-05 0.00031927734699765102 -0.00011676726957994463 -0.00019376338723049084 -0.00018516912094400641 0.00018099720613742144 -0.00015594240765892252 -0.00015023044504527421 4.2436981873570085e-05 -0.00050342270850966045 0.0005852329509354133 0.00010031194559296149 -0.00011598183288842485 6.7008859929310153e-05 -0.00031105340242608306 0.00021449409217418221
leaf_count=29559 35434 25045 5921 57545 15344 7763 19660 8545 5405 1942 9742 29947 334 10224 12122 996 14462 2300 1260 6430 1505 22011 5246 938 202 17197 4002 8290 1174 1386
internal_value=0 -0.0231224 0.0124305 -0.0345392 -0.0467137 0.0130225 -0.02306 -0.0785734 0.0384543 -0.0443379 0.0443437 -0.000120731 -0.0902534 -0.0674537 -0.127603 -0.0267758 -0.0709227 -0.210191 0.0625862 0.0724228 0.0463804 -0.162325 -0.0868114 -0.127919 -0.10816 0.0840767 0.0265895 0.0794681 0.0305354 -0.02045
internal_count=361931 332372 67100 265272 216670 48602 131105 43613 40839 35068 42055 87492 85565 63220 31152 32068 21844 19030 36134 34874 28444 22345 20848 15602 14664 18702 15408 11406 9464 3686
shrinkage=0.000980392


Tree=3829
num_leaves=31
num_cat=0
split_feature=869 797 774 553 1116 483 513 593 377 363 712 359 978 1259 774 1175 489 359 1067 965 1317 287 967 292 487 220 555 81 356 95
split_gain=12.1021 21.0517 20.5654 20.3273 21.5448 20.0215 19.4038 35.7741 24.3026 20.7255 19.3442 22.7074 20.5134 22.0903 21.8168 23.3372 22.2611 20.8364 21.6733 21.2934 20.3652 22.8899 21.335 21.7249 22.071 20.1742 19.2568 20.4899 21.5132 18.969
threshold=-0.57653763495970078 0.63961785378869596 2.0716573389763737 2.250600202657024 2.5382238983605006 -0.84020368264530154 1.0454229551509682 -0.58017643881618097 1.0000000180025095e-35 -0.078933530896438772 -0.63779424894106762 1.7662418350799165 0.79548289505082359 -0.27775632387973115 1.3991684234073201 2.3983694360833012 -0.7869238893023518 -1.0225932619590485 2.6688969507148301 0.40178444215186121 -1.3210695284431979 0.42324311533203268 -0.77276595131606485 -0.079697539556818145 0.79330309238277397 1.1195140777104009 1.342081648231668 -1.6165895961853682 0.78795216530072698 -0.8735133037095103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 10 -5 -4 26 -8 9 -9 -3 12 14 -14 17 16 29 18 -12 20 22 -22 -19 24 -24 -13 -1 -28 -29 -16
right_child=1 3 5 4 -6 -7 7 8 -10 -11 11 25 13 -15 15 -17 -18 19 -20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00077842956335461217 -0.00016342619304737441 0.00272741515891296 -0.013231356693112645 -0.022666641788660541 0.081323665270284617 0.014998505470134628 -0.0093985452357316542 0.009394751456624717 0.019307174422711286 -0.0066036605675556517 0.0042489384238790723 0.01070961229622029 -0.017242470204374513 -0.0043112651038265523 0.028807203096711021 0.029541040353859627 0.001853774896760339 -0.022050436285713373 0.084108875317307763 -0.015775109615647927 -0.011145869347016009 0.0028536259011954926 0.11493144093498514 0.0054795408689330425 -0.0255043469514072 -0.020486775757617783 0.086747869550807821 0.0020030834017637929 0.019198882048847444 -0.015769852880451986
leaf_count=53267 248007 7034 391 1245 24 1942 1444 3220 1878 1346 1940 1871 3455 4438 163 354 9771 114 55 4011 5031 2868 87 122 39 286 34 4344 1092 2058
internal_value=0 -0.0117643 0.0222983 -0.0599659 -0.393558 0.21895 0.0143065 0.112693 0.181512 0.0970981 -0.0520554 -0.0761708 -0.0936712 -0.202016 -0.0602637 0.0109763 -0.00767746 -0.130961 0.141614 -0.166121 -0.0921008 -0.116711 0.550536 1.00358 1.74904 0.135277 -0.00137764 0.12374 0.11223 -0.245639
internal_count=361931 292973 68958 44966 1269 2333 66625 7888 6444 4566 43697 36663 34506 7893 26613 12346 11992 14267 1995 12272 8261 7899 362 248 126 2157 58737 5470 5436 2221
shrinkage=0.05


Tree=3830
num_leaves=31
num_cat=0
split_feature=1426 1465 1465 1465 1161 1151 1468 21 1451 845 21 812 1452 1465 1454 1454 1469 1459 1459 1457 753 1458 1465 1458 1458 1467 1469 1452 1374 1460
split_gain=12.009 17.5425 26.5612 24.5836 23.0767 21.1759 29.119 30.9867 24.8459 21.1506 20.5886 19.9986 19.5236 26.3426 28.0598 35.7299 26.4778 25.9355 41.1317 36.6713 29.1205 26.8911 25.6262 52.811 40.5216 33.163 29.002 27.133 29.0988 25.4622
threshold=1.0000000180025095e-35 0.37973282798721492 0.29401783374750207 0.42261052687510853 2.9844196626450645 1.0000000180025095e-35 1.5815342945870006 1.5676574675808517 0.39905032773487564 1.2969080444513816 -0.32341995197817647 1.0000000180025095e-35 -0.76841635434299438 -0.58077491096849221 0.54504201778324368 0.40055145564584022 0.55022885487539497 -0.16909159747159788 -0.05064362051825478 -0.41944592117090779 -0.29671789949796229 -0.44174279345996664 -0.48615332439502884 -0.069892912842692612 -0.020345809270244146 4.808695702623436 -0.84637363804435373 1.434259801303694 0.18367117672468336 3.4359647346935289
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 9 -5 -4 7 8 -7 -3 -6 -10 13 17 15 16 -15 19 -19 20 -1 -21 23 25 -25 -14 -26 -28 -29 -24
right_child=-2 3 5 4 10 6 -8 -9 11 -11 -12 -13 22 14 -16 -17 -18 18 -20 21 -22 -23 29 24 26 -27 27 28 -30 -31
leaf_value=0.02967338086055812 -0.0011820971299176947 0.0099630252213184708 -0.017051151468770284 0.0018883875736877883 0.043108617534065703 -0.008383946281849566 0.034640560070238489 -0.035064452178205682 0.029279413719367889 0.045026210000330608 -0.026948806621417128 -0.0081018405535511883 -0.0054576127975063185 0.0037631719318675962 -0.01122697466374821 0.029109718661761798 -0.0053636483820097532 -0.018324683008552705 0.0044197185342577617 0.016916073033316797 0.0032202583638760367 6.079435407623971e-05 0.00048800145047059605 0.01659792228984977 0.0060780395229797909 0.066556242913591371 -0.0012093178391071812 -0.028080618527024551 0.011507146055760576 0.01785621147302463
leaf_count=1477 135441 1729 2332 47113 46 1979 208 402 456 235 570 290 39095 11002 2757 509 7081 1267 6761 1702 728 3979 70230 2162 6618 52 13144 1236 384 946
internal_value=0 0.00517375 -0.00585777 0.0425228 0.0320752 -0.163178 -0.0486067 -0.110743 -0.0207712 0.284899 -0.403493 0.313412 -0.000721146 0.0450639 -0.0091701 0.0234596 0.00501776 0.112477 0.0221972 0.201907 0.430714 0.10259 -0.0141181 -0.0494929 0.0345348 -0.105707 0.00413393 -0.0566097 -0.368894 0.0153008
internal_count=361931 226490 176797 49693 47729 5667 3335 3127 2725 1964 616 746 171130 37263 21349 18592 18083 15914 8028 7886 2205 5681 133867 62691 23544 39147 21382 14764 1620 71176
shrinkage=0.05


Tree=3831
num_leaves=31
num_cat=0
split_feature=785 21 683 134 1015 915 1250 1390 146 1147 183 1166 1317 903 130 7 582 225 1172 82 211 772 1453 624 222 74 283 1456 1272 1124
split_gain=12.0189 13.3796 20.269 18.0028 20.7633 17.7454 17.7604 17.6458 22.1693 16.7827 16.774 17.8171 17.652 22.5111 21.7844 19.6893 19.2234 18.9366 18.4363 17.2147 17.1612 16.6861 16.6597 21.099 21.5092 16.7519 20.1445 18.0238 17.6785 17.19
threshold=-0.86283290253235112 -0.70163543588998201 -1.3831318875547542 1.35321484427453 1.2191568012335126 -0.4125980357433478 -1.8983153725016144 -0.0070500185506093506 2.2368666814773395 4.2637461396870409 1.2443391215191413 -0.341477419411298 -0.25531588593392168 2.7936385399120955 1.0000000180025095e-35 -1.3687892632650203 0.55744534610710572 -0.57533623386460087 1.490289055483476 1.5623135850841157 1.2896459129487319 0.60616784264117529 -0.084110913630558462 2.6591218628314417 -0.77111654913431338 -0.84577375040701308 -0.99907712534711057 0.91809667461792233 1.0000000180025095e-35 0.1369553243716177
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 7 9 -5 6 -2 -3 -9 -4 12 19 13 17 15 21 -15 20 -16 -12 -7 -14 23 25 -25 26 -17 -28 -27 -30
right_child=1 2 3 4 -6 10 -8 8 -10 -11 11 -13 14 16 18 22 -18 -19 -20 -21 -22 -23 -24 24 -26 28 27 -29 29 -31
leaf_value=0.0019204943193003848 -0.012459092626452208 -0.0061713731496306334 -1.579170498352904e-06 -0.0023038430003512775 -0.013740844991711654 9.494351399532131e-05 0.0030354899323942288 -0.0015359620786163991 0.02212175492039866 -0.022590630552087036 -0.0051340048083836076 0.013467034483403795 0.032943442605515134 0.0089773819378195004 -0.0024256858230880321 -0.020060035040515487 0.078552141100409423 -0.0083494816342591441 -0.020268608069014482 0.042017214255420855 0.068899581649237873 -0.012570861110725588 0.007308852083508427 -0.036386356299681996 0.09677296814400678 -0.0090663926778189134 0.021946319778717395 -0.018493843627211178 0.012778989691315468 -0.0066387699199886149
leaf_count=29559 1332 21778 169410 27354 3367 5218 40734 18126 549 780 1922 1992 551 249 8984 305 73 13083 1138 106 67 169 5811 32 47 5036 1234 239 1308 1378
internal_value=0 -0.00874383 -0.017496 -0.00916172 -0.068074 0.0173847 0.0525902 -0.0729871 -0.0118582 -0.00114193 -0.01695 0.126854 -0.0326445 -0.0964275 0.00865627 0.0645311 0.577927 -0.109103 -0.0872016 -0.0441299 0.0174453 0.46206 0.0452553 -0.022104 1.16698 -0.0341769 0.192446 0.319802 -0.0849826 0.0694062
internal_count=361931 332372 241364 200911 30721 91008 42066 40453 18675 170190 48942 4020 44922 18690 26232 16110 322 18368 10122 2028 5285 720 15390 9579 79 9500 1778 1473 7722 2686
shrinkage=0.05


Tree=3832
num_leaves=31
num_cat=0
split_feature=1423 1457 944 117 1184 1023 815 416 497 482 1108 1128 702 1470 718 923 771 900 816 71 492 557 1393 852 624 1387 650 691 1106 846
split_gain=11.7627 15.2019 17.3924 16.8183 16.6503 17.7879 17.6521 16.5267 16.7937 20.0142 23.8876 20.2391 21.4365 19.665 18.8479 25.5779 21.5924 22.3581 23.2528 21.6031 24.613 25.5052 22.6321 21.4891 21.3345 21.2558 21.1423 20.9435 20.9141 20.5306
threshold=1.0000000180025095e-35 1.5416109563948532 0.53713281317862982 1.8421106730875214 -0.47822817076233376 1.0000000180025095e-35 1.6638054002796892 -1.2405683649852424 2.0895063784560848 0.41022707980174838 1.8268180805366769 0.65469461318287692 1.4194251085743608 -1.1653660944855635 1.0159173274103563 -0.86449023226567734 1.8821439160418587 -0.10210249870980019 -0.92870374882376117 -0.73478796124401258 -0.3814821120064904 1.2064377257753598 1.1596225092483519 1.0000000180025095e-35 1.1948183665073715 -0.45108008461214361 2.1314615550283826 -0.86580135623111365 1.5428342503840602 -1.0975884946168633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -4 6 -6 -1 14 10 11 12 -10 -11 16 -16 17 -9 -19 20 21 -20 23 27 26 -22 -17 -21 -28 -29
right_child=-2 2 4 -5 5 -7 -8 8 9 13 -12 -13 -14 -15 15 24 -18 18 19 22 25 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=-0.0036024380459237929 -0.0016760609755359275 0.0020474975056283917 0.019924849491250732 -0.017215484383166519 -0.0016523288104852538 0.012010481815054572 -0.057241490308174936 -0.0024001326374820087 0.001023218817388225 -0.0094896143637899291 -0.034259756539792387 0.015184778219977116 -0.022871619658226244 0.012227477106143591 0.012930391329583799 -0.00059894050235246297 0.0032638107969930547 -0.0054514950715455097 0.0046505692964291653 0.0062153465085734889 -0.00024416690951340749 -0.018880895937256316 -0.0036295402503380629 0.0048385414785156551 0.0084169816145053776 -0.01232586773052299 0.016968368200542275 0.045483532175697762 -0.033051335168161944 -0.00070440768536801255
leaf_count=22954 74863 13216 1249 639 1256 1681 68 85652 4635 536 259 1023 454 3953 2363 25499 16806 10843 5791 6642 3443 759 9396 23021 4337 5768 1335 114 123 33253
internal_value=0 0.0020463 0.0636613 0.0247438 0.183672 0.0986756 -0.0936805 -0.00259362 0.00221824 0.0837853 0.00696021 0.0315565 -0.0233301 0.192628 -0.00223374 0.0468012 -0.0109989 -0.0186081 0.00387676 0.0146217 -0.0676389 0.0411625 0.0296274 0.0445862 0.028642 -0.151424 0.00370821 0.0126936 0.263026 -0.0107208
internal_count=361931 287068 18109 13855 4254 3005 1324 268959 246005 10860 6371 6112 5089 4489 235145 33657 201488 184682 99030 88187 15761 6550 72426 63030 31294 9211 26957 40009 1458 33367
shrinkage=0.05


Tree=3833
num_leaves=31
num_cat=0
split_feature=1430 1160 884 821 809 1092 767 702 78 914 639 907 636 789 1469 1188 1328 151 1256 633 1048 590 1469 1219 734 772 771 976 807 971
split_gain=11.6703 24.794 16.3987 19.2295 16.4225 16.3053 16.3051 17.1488 17.5861 17.0671 15.8248 18.2634 17.5298 15.709 17.4853 25.0597 25.3084 23.5202 20.0363 17.0861 21.8069 20.7173 19.5731 17.3009 16.5617 17.0861 16.972 17.1884 16.4723 17.4847
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66905551989196432 -1.3373200915743719 1.0000000180025095e-35 1.0127093791323547 1.5587256515048016 1.0011523543616876 -1.3328494606332828 1.5442720408463979 2.3040010183882997 3.0421924527387119 -1.3728324463222514 1.1248358748350926 -1.3460032622719822 1.633571908596829 0.14694022675939147 1.4560175638184887 -0.21380900901904068 1.9976441459236287 1.5865858425677943 0.58895901036483078 2.6156269077848826 -1.0000000180025095e-35 3.0820683777490774 -0.92703045953405072 1.0820063889842551 -0.78132906090269205 3.5737384174799574 -0.42873137772611425
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 10 7 -7 -9 -10 -3 12 -12 14 15 16 17 -2 -17 22 21 -21 -15 -22 28 -26 -27 -28 -16 -30
right_child=13 5 3 -5 -6 6 -8 8 9 -11 11 -13 -14 19 24 18 -18 -19 -20 20 23 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.0047983427918682946 -0.019240448097065849 -0.00022183537243937882 -0.030464040059816566 0.012246379287635997 -0.0005579102880714017 0.0065361246155801554 -0.012323290886018815 0.051683101150525636 -0.0018858241138588088 -0.04528213059059305 -0.032195367646053262 0.08949989137711567 -0.0061971615324162496 -0.0028818191093756868 0.00078286355103555645 0.04674488858131938 -0.061261014908882007 0.053294240472563939 -0.029865526997917353 -0.0026875410611779784 0.026683202375251763 0.029970974760911397 -0.039147856663706029 0.1344873249295529 -0.022938889835186948 0.016556332321713843 0.044441682101355441 -0.048243997364923526 0.0028471640449437793 -0.027242119626938621
leaf_count=54459 540 69234 216 1300 21838 9711 677 61 3195 124 678 25 2588 21938 170391 99 169 44 59 854 40 246 239 21 177 1623 27 93 558 707
internal_value=0 -0.0201009 -0.0585584 0.166152 -0.065672 0.00428609 0.069323 0.0859089 -0.0434704 -0.0649272 -0.0112109 -0.190016 -0.209357 0.00726228 0.0146556 -0.276178 -0.445684 -0.25044 0.443393 -0.0486861 0.200396 0.126141 -0.0641611 1.33303 0.0164479 0.213676 0.274115 -0.497662 0.0139292 -0.275636
internal_count=361931 164106 77813 1516 76297 86293 13768 13091 3380 3319 72525 3291 3266 197825 174487 911 753 584 158 23338 1161 1100 22177 61 173576 1920 1743 120 171656 1265
shrinkage=0.05


Tree=3834
num_leaves=31
num_cat=0
split_feature=545 1442 705 497 623 766 1326 1356 885 771 140 1453 900 900 1445 1461 1244 194 376 8 1435 1114 415 1331 277 1396 423 1396 789 1260
split_gain=25.6591 25.9702 23.6217 27.2604 24.6767 24.2915 24.0243 20.9257 34.9613 26.954 24.7764 21.7702 21.1613 20.9251 20.8373 22.8604 20.9794 20.4749 20.206 22.2515 20.0735 19.8949 22.6527 19.133 19.3831 19.7356 18.6109 19.613 19.676 19.6369
threshold=-1.0372938969678034 -1.2625182715263061 0.62026487867602198 1.461728259125324 -0.024657624075993714 -0.19405804171192634 2.5437259655734823 1.0000000180025095e-35 1.6290983814687661 2.1996588077313839 -0.27918960512211327 1.2041679343814773 0.32941128667551273 -1.4565763250581434 1.6380901172106308 1.4098417307792441 -0.63949717837331155 1.5271592296785539 1.2189113891555967 0.88046084201102193 2.0083258921000415 -0.27475253067777067 -0.71812299957473302 -0.4343670182305967 -0.43844251088562208 0.47318342879785008 0.16457828293024249 1.2676718974403742 1.1248358748350926 1.4089409896706597
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 4 7 5 -3 -7 9 12 13 23 21 20 -4 15 16 -2 -15 19 -5 -9 22 -12 -10 -25 -26 27 28 -6 -29
right_child=1 2 3 18 26 6 -8 8 10 -11 11 -13 -14 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-5.0967976452843605e-05 -0.00013110727730283463 -6.311360935817411e-06 -0.00031745429462139683 0.00015837451180992457 6.914782141540658e-05 -9.7528835504969292e-05 0.00056083927253924219 5.0872423673546302e-05 -0.00019476243545416653 0.00014938731897788039 -0.0013948564165728397 0.00032034232634753433 0.0001792113267614132 -2.7349608811893127e-05 -0.00014536217079490983 0.00018080358960219118 9.0840776456247335e-06 0.00013813634982282736 0.00039501325698357271 -0.00012211768971483671 -0.00062686220523395467 -8.6856173683413988e-05 -0.00046000552031786549 0.00096921356926974594 0.00038215772100506457 -0.00092790014331277544 -3.6098857993480116e-05 -0.00013455399080040839 -7.6750295612363834e-05 0.00036727401333222417
leaf_count=94059 10795 38751 1590 6190 39794 31515 258 9220 426 5018 152 185 8826 42031 14673 2379 14111 3138 1232 1499 236 525 752 159 206 72 24233 4689 4775 442
internal_value=0 -0.0032598 0.00540464 0.03482 -0.012499 -0.0439555 -0.0931393 0.0202201 0.0769691 -0.00439124 -0.161513 -0.322802 0.109315 -0.020844 -0.0614205 -0.0255141 -0.0485482 -0.0135411 0.144842 0.105461 0.0371544 -0.419909 -0.6199 0.122275 0.426194 0.0841132 0.0156357 0.0397405 0.0542187 -0.0945904
internal_count=361931 267872 225914 81457 144457 70524 31773 72536 20759 51777 2477 1614 18282 46759 41958 27285 24906 45169 8921 7689 9456 1429 904 863 437 278 73933 49700 44569 5131
shrinkage=0.000980392


Tree=3835
num_leaves=31
num_cat=0
split_feature=1097 407 1470 1455 1468 705 1089 706 1024 1165 1464 1464 1470 1457 1458 1458 710 227 1467 1462 1459 1451 1458 1453 1430 1190 1453 1470 1467 694
split_gain=21.9497 28.0382 26.9376 20.8109 30.8717 20.6851 19.5366 27.9567 24.3347 24.3053 21.2164 40.4181 22.3742 36.6331 31.0573 37.1525 31.0385 28.7503 26.5067 37.771 30.4069 34.9831 28.3829 27.4299 26.1198 25.6519 25.3958 25.1712 24.4354 24.3106
threshold=-0.64966988391888181 -1.2965003005540392 -1.1535394197080833 1.3141790966806519 1.2465044061975814 1.4125972960924511 1.0000000180025095e-35 2.0258146145105322 1.3727948663943095 1.3191536925754261 0.32487369541553784 0.35193241984319928 -0.69624132831217656 -0.25824707841011757 0.17742896962817614 0.73392005358173151 1.6167436385691853 -1.1206773304202129 0.47769311669757991 0.23315867714148311 -0.13718307876099847 0.15682813824755043 0.54981579158566052 0.21713746504890322 0.54622893720785959 -0.040631209506803739 0.56824715093290779 1.5114046301508217 5.2913232805905137 1.7728219641349714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 8 10 -3 -10 12 -12 13 28 16 18 24 -18 19 20 21 23 26 -16 -14 -25 -22 -26 -8 -19
right_child=1 5 3 4 -6 -7 7 -9 9 -11 11 -13 14 -15 15 -17 17 29 -20 -21 22 -23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=5.9870459241422784e-05 -7.4500588537723203e-05 -1.8873326506492582e-05 -6.8023669013312464e-05 0.0001201958847464677 -0.00024794976050059129 9.5034469130467965e-05 -0.00015738089758937093 0.00022902485718807097 -0.00020629480241137198 0.00038655477995966944 0.00036054274943578978 3.7562993188167007e-05 -5.0956781342119102e-05 3.4250771786189647e-06 0.00073270947092800634 -2.7990767108561661e-05 -0.00085278397873731729 0.00028123557310174489 -6.0199923245132997e-05 -6.5438644750150434e-06 0.00020600761575431214 -8.4829104247742272e-05 -0.00025477490144955794 -0.0007971429355910207 0.00011007005351056345 0.00068786051033980784 0.00094919352886722224 -0.00016010409479138765 -0.0013573705842221612 -2.8766442295387776e-05
leaf_count=12067 31349 56124 100499 6681 1467 11283 10120 2948 6563 411 1816 32391 44002 14955 1629 5454 168 3145 1505 1774 1368 347 568 129 9022 111 212 1823 75 1925
internal_value=0 -0.00319409 -0.0440178 -0.0579978 0.0549403 0.00504448 -0.000315465 0.0145154 -0.033511 -0.172766 0.00986316 0.0563958 -0.00711283 -0.0642887 0.0127724 0.108935 -0.00934728 0.150877 0.207902 0.269897 0.375718 0.546499 0.184971 0.658713 -0.0256668 -0.0809408 0.329675 0.0664886 -0.170718 0.176546
internal_count=361931 241217 120714 108647 8148 209868 198585 135487 63098 6974 132539 34207 98332 25150 73182 13097 60085 5238 7643 6138 4364 2216 2148 1869 54847 240 1580 10845 10195 5070
shrinkage=0.000980392


Tree=3836
num_leaves=31
num_cat=0
split_feature=785 1233 519 354 356 785 576 450 1245 1397 360 1243 623 1183 1317 62 1179 837 623 804 21 912 495 218 1398 961 532 565 346 1184
split_gain=20.1689 17.0481 18.6565 20.2638 22.5644 18.4661 25.0568 18.347 17.827 17.6384 23.5247 18.1797 17.6745 18.6193 19.1015 17.6727 17.3073 19.0171 17.0767 20.0714 19.29 29.1397 26.2476 22.433 24.0652 20.3611 21.7993 19.4614 22.1649 19.6689
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.5225780964414024 -1.7382851512569515 0.58460966528228819 0.66546334935299256 0.69231615738246322 -0.89821044923534299 -0.61205937504646968 2.1468176705839821 2.9350231870288277 -1.6430732048707182 -0.023385579131747051 -1.0811766421219218 0.22553477650581719 -1.0633430964812243 -0.35656870012658676 2.0106800032934848 1.3537602816678871 -0.32341995197817647 2.1595162504387648 -0.51829765244230097 -0.70715186552796439 0.9203040759653619 2.306375907822777 2.5111138481842983 -1.7100695819241587 0.6439227835036313 -1.5399801801278152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 5 -5 7 8 -4 -7 10 11 12 -3 -14 -15 -11 -6 -18 20 -20 21 23 -23 -2 25 26 -25 28 -27 -29
right_child=1 9 3 4 16 6 -8 -9 -10 15 -12 -13 13 14 -16 -17 17 -19 19 -21 -22 22 -24 24 -26 27 -28 29 -30 -31
leaf_value=4.1015800436038021e-05 -6.5467380218927403e-05 -0.0004837873173626261 -5.0500559319560157e-05 -0.00026377725664830458 -0.0004173624966950274 -0.00012319611041314166 -0.00024387474023707895 0.00013687168851998305 0.00029768521523111354 -0.00017491093532100114 0.00058247574545925763 -0.00077242747429606565 -5.8155801117636098e-05 0.00051245004275947848 7.0402823592494857e-05 -4.3711401276625273e-05 0.0006695334901080359 0.00020553814297992072 2.1814250664851816e-05 0.00025993534392225822 -3.9276196930441946e-05 -9.1655499755826954e-06 0.00051814752141831428 5.256965941095837e-05 -7.5094714267101312e-05 9.9387525273626667e-05 -0.00024228384156688631 0.00033390384391530009 0.0015609326907182438 -0.00017617586633941108
leaf_count=29559 29635 673 10300 347 146 581 591 2767 2615 15638 349 276 8108 750 4238 13099 651 916 10538 1844 145236 1049 939 57396 15227 238 1680 536 63 5946
internal_value=0 -0.0190051 -0.013183 0.050457 0.252374 0.0267703 0.158639 -0.0101582 0.232778 -0.0686396 0.00226149 -0.0154838 -0.00466053 0.0121999 0.137781 -0.108807 0.349655 0.409195 -0.0187351 0.0619984 -0.0230906 0.0015771 0.281254 -0.00397075 0.0154252 0.034012 0.0466967 -0.103116 0.498101 -0.135776
internal_count=361931 332372 289241 18914 2060 16854 3787 13067 3196 43131 14394 14045 13769 13096 4988 28737 1713 1567 270327 12382 257945 112709 1988 110721 81086 65859 59076 6783 301 6482
shrinkage=0.000980392


Tree=3837
num_leaves=31
num_cat=0
split_feature=616 1286 1458 1459 1449 1459 1453 668 1457 1452 1380 1449 1460 1455 1329 1457 777 1184 62 1048 983 69 291 830 997 351 1236 227 743 1467
split_gain=11.7573 17.6129 16.9422 20.1144 26.7906 29.5559 24.685 24.8525 24.5604 41.5768 23.9438 20.6633 20.4381 25.8088 20.3729 20.0612 25.8747 21.9047 19.6797 20.8361 28.2615 26.3868 22.1422 21.5778 20.7081 20.4203 20.0399 19.1283 19.0511 18.9037
threshold=0.57091520978742472 4.0066926509047791 1.8460070869938618 1.3671217988033699 -0.13618373282028026 0.96442828905131417 0.51954049301251548 1.4678475748364199 0.34354161573400671 -0.48130049356481425 -1.1088647672211274 -0.16476281433214623 0.3667834300241784 0.99585112258034558 -0.45821894676404445 -0.24981860190110738 -0.30309860668062266 -1.0069195005286844 -1.2811150420666217 -1.436116858116794 -0.57302922527804612 -0.69444489024751843 -0.29139736160148544 1.7240605505214324 -0.55302200848745542 1.3082089268184893 0.18260139711809406 1.1614306413963524 1.0000000180025095e-35 0.66398597132623582
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 18 4 11 6 10 8 -8 -10 -6 14 15 -14 -4 16 -12 -18 25 20 21 -20 -23 -21 26 27 -25 -1 -11 -15
right_child=1 -3 3 -5 5 -7 7 -9 9 28 12 -13 13 29 -16 -17 17 -19 19 23 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00053306280590140274 -0.0020877347873228761 0.042964658984482873 0.0094629678295501934 -0.002114430604517388 -0.017481429991725597 0.031503647207269218 0.04079035433572642 -0.028217892593638296 0.045341075697599778 -0.018889706396076081 -0.0055958130539568501 -0.06871784675303852 0.0081141661089275275 0.0080221141605893512 -0.010359332170475074 -0.0042755501611925519 -0.030374284924465624 0.045542635371097824 -0.01191930878532774 0.00022451361602778415 -0.010471756288322573 0.022593263537381846 5.9191119742157321e-05 0.0064588733942685956 0.0016294901380369379 -0.0090359152556822083 0.023008097370288902 -0.0073841532716103471 0.02154824920718788 0.060035874119665822
leaf_count=51393 55561 106 1121 4566 612 664 487 120 242 408 325 70 875 121 1486 2113 60 288 1408 200812 7923 1181 1538 3122 8349 6683 1150 8740 213 194
internal_value=0 -0.0393985 0.000888393 0.074441 0.132536 0.20335 0.155413 0.388403 0.465848 0.240547 0.0738475 -0.058491 0.132614 0.361064 -0.0291728 0.026724 0.336347 0.712171 -0.00321642 0.00607985 -0.104075 0.0583588 0.195221 0.0104694 0.097555 -0.0430469 0.217279 -0.0282989 -0.08875 0.846277
internal_count=361931 55667 306264 13965 9399 6722 6058 1470 1350 863 4588 2677 3976 1190 2607 2786 673 348 292299 225483 12050 4127 2719 213433 12621 66816 4272 60133 621 315
shrinkage=0.05


Tree=3838
num_leaves=31
num_cat=0
split_feature=125 1470 50 57 785 497 1470 202 21 540 21 567 1244 56 639 382 590 728 692 1076 1 1045 1114 837 942 1157 424 1326 1256 8
split_gain=23.6403 27.2003 27.1719 25.7802 25.5559 24.2133 23.4003 24.2586 23.1878 24.0475 25.0453 23.3743 23.1229 21.3356 20.3323 20.0139 20.7972 21.5369 20.1575 19.9646 19.6278 19.4111 18.9169 21.0408 22.7814 18.8859 18.8598 20.8208 18.7915 22.1497
threshold=0.58518330826110332 -1.3664195657027294 1.0000000180025095e-35 0.72527224708021132 -0.86283290253235112 1.656418941702585 -1.3072861918153278 0.56345046278266753 1.0000000180025095e-35 2.9110317759397999 1.189441983669046 0.054963955949362799 -1.6905346851564766 1.0000000180025095e-35 -0.83023315971818679 1.0000000180025095e-35 -0.67541201360492764 -0.49008176997875957 0.80388763068377012 1.0000000180025095e-35 0.14060148230820743 0.52375730711631996 -1.0050462433506211 0.26717396260092557 3.1241105236897999 4.1603964390321524 -0.1857161308693219 0.54453285779984728 2.2426414930044953 1.127869944471793
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -4 -3 26 12 11 10 -10 -5 -8 -14 -13 16 -7 -18 -17 21 -11 22 -6 24 28 -25 -1 -28 -24 -30
right_child=1 3 4 8 19 15 7 -9 9 20 -12 14 13 -15 -16 18 17 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=-7.9340148775096324e-05 -0.00065907903411093513 -7.2425730308263122e-05 3.5796747331766255e-05 -1.9331909274188256e-05 2.0940138555459972e-05 -0.00021124693687046392 -0.00043352162676793033 -0.00021808205531655378 -6.4887680826027951e-05 -0.00048034795113053664 0.00017941351719584468 -0.00029281562412754054 -0.00013749604482490486 -6.430742391437293e-05 0.0003015725569939726 -0.00013044205169712107 -0.00017240006672616468 0.00022379237233989511 0.00021239028189926767 -0.00010748639390689141 0.00023509300714656551 2.3609001423625707e-05 -6.8418232307678175e-05 -0.00014110527265877911 0.00029276669834129763 0.0011338851748188604 0.00026807658443981372 -0.00014842304489481002 0.00025969844328270112 -0.00044393509351301321
leaf_count=4184 322 54741 11682 2233 10475 756 2156 17593 5200 716 2558 258 58458 41403 2953 3772 700 4326 895 51337 178 14164 44304 21222 776 51 2082 835 1371 230
internal_value=0 -0.0378201 -0.0812078 -0.0352766 -0.0625713 -0.0546615 -0.110813 -0.120832 0.0439374 -0.0217134 0.0158913 0.150943 -0.10726 -0.102811 0.26007 0.0387743 0.123469 0.172134 -0.0639463 -0.0711053 -0.334315 -0.0524845 -0.0659985 -0.0795787 -0.0544773 -0.140319 0.0119399 0.153387 -0.0610845 0.164195
internal_count=361931 79608 282323 79286 155612 65190 126711 119610 14096 8652 7758 5444 102017 99861 3211 10449 5782 5026 4667 143930 894 92593 78429 67954 46681 21273 7101 2917 45905 1601
shrinkage=0.000980392


Tree=3839
num_leaves=31
num_cat=0
split_feature=785 519 728 588 575 728 869 921 761 1443 791 861 1229 648 704 930 1097 912 592 1324 813 382 1317 924 1252 978 633 399 580 288
split_gain=26.7981 23.5458 26.7807 29.2173 26.8777 26.5529 28.546 30.1338 49.7944 26.4797 25.0154 31.6635 36.0398 23.1821 23.4778 23.0409 26.1648 24.5429 25.4335 24.1912 22.0524 21.9761 21.2549 21.254 21.5523 21.8202 20.6747 20.5115 20.2454 20.1222
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.593744732512876 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 2.0883641899847656 2.1641256470006294 1.0000000180025095e-35 1.3531462534988981 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 2.1487506720385596 1.0000000180025095e-35 -0.50339469727679276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 15 7 10 9 22 20 -12 13 14 -13 16 17 -2 -19 27 -7 -6 -9 -8 25 26 -25 -17 -16 -30
right_child=1 2 3 -5 21 6 23 8 -10 -11 11 12 -14 -15 28 19 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=4.6158036730879136e-05 3.9710015066845589e-05 -0.00011893555324679501 -7.5331216880783516e-05 0.00024083824315637137 0.00020644017905649243 -6.4133692609766215e-05 -8.9178534268322026e-05 1.407530401242227e-05 0.00026143864017316346 -0.0001709292807368731 -0.00010417437023745701 -0.00028946486832661815 0.00032200051616274494 0.00023239307632791004 -4.5784215273900994e-05 -2.9628177393614651e-05 0.00015626042533076843 0.0003235699339900408 -0.00036009114443970259 0.00029327382731046946 0.00010147237354102876 -9.2074732308389523e-06 0.00029415560214995034 -0.00034084144450746728 0.00086769479095744767 -0.0013358480784843357 0.00012044497719485 -0.0004808805583864716 -4.7641806085148107e-05 0.00014162127499709156
leaf_count=29559 15564 3824 5883 3624 4503 94773 79939 14090 4123 4097 11003 2150 1865 2316 13658 31357 8719 314 1720 1045 3837 3684 1401 897 171 73 4184 464 4689 8405
internal_value=0 -0.0229448 0.0445482 0.078514 0.0342109 -0.0288394 -0.040239 -0.0235353 0.0500096 0.00116271 -0.0370731 0.0102994 0.0452978 0.0239754 0.00437638 0.0139553 0.0644262 0.00989756 -0.239921 -0.0259188 -0.057732 0.111812 0.0404578 -0.0800004 0.0724954 0.041388 0.0603133 -0.0375544 0.0197892 0.0827646
internal_count=361931 332372 21518 17694 14070 310854 251671 166407 23711 19588 142696 44086 33083 31218 28902 59183 26317 17598 2034 32866 98610 8187 15491 85264 5325 5154 5081 31821 26752 13094
shrinkage=0.000980392


Tree=3840
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 678 1218 678 1376 1467 728 588 575 507 533 1458 689 498 692 156 221 1339 382 590 579 760 1121 622 495
split_gain=23.2728 19.0548 24.3571 29.6777 42.0225 39.0222 27.0196 27.6098 24.7785 23.2023 25.7639 22.7887 26.7691 25.0236 22.3681 22.1312 21.7446 21.2602 21.3515 21.2246 20.8509 20.7082 20.2614 20.1861 19.9988 21.3035 21.4235 21.6736 19.9651 19.768
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 3.9048232315577729 1.0000000180025095e-35 1.0000000180025095e-35 0.027744735654897854 -0.49008176997875957 0.71188872395471614 1.0000000180025095e-35 0.65809631222906606 1.0000000180025095e-35 1.8992776531617575 -1.1110989058077336 -0.45889317716256084 1.5158612506186986 0.41752742923255598 -0.061169154604351648 0.34162050420822443 1.0000000180025095e-35 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 0.80106270623882148 2.0993526713610131 -0.82383677494136165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 6 8 -6 7 15 -5 10 -8 -3 13 -13 -2 16 20 18 -17 -20 -4 -12 28 -15 25 -16 27 -27 -19 -23
right_child=1 11 3 4 5 -7 9 -9 -10 -11 21 12 -14 23 24 17 -18 22 19 -21 -22 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.2391030979250104e-05 -8.1096697709111735e-06 -0.00011208828479172411 -9.2501139742724134e-05 -0.00020908001303107581 0.00029828583304352427 -0.00050823233123074634 -2.2625983172893533e-05 0.00035355457715944178 5.9379925088734886e-05 -7.3319676303138296e-05 3.8555769624118512e-06 -7.7877231588285427e-05 0.00022607080460845669 0.00019376894162992749 6.9857444031073553e-05 0.00017432084998679194 0.00010650902317790211 -2.7676764071051303e-05 -5.8508024762067671e-05 0.00035379024593627903 -0.00021640858741610677 -0.00020590760562756873 -0.00011983040105008775 -1.3152793537300327e-05 -0.00013801367083739449 0.00019209681769128859 0.0004331098816186174 -0.00061868986757921904 -0.00027986258881363524 0.00017334890573944664
leaf_count=29559 48652 3824 52456 2881 3683 279 35199 651 4547 25094 9901 5883 3624 4503 6552 4234 2629 54678 7126 633 15081 776 21463 3684 1387 747 1655 190 2217 8143
internal_value=0 -0.0220272 -0.0273253 -0.0382498 0.0709965 0.245502 -0.0445733 -0.0646443 -0.0314493 -0.0114236 0.0124864 0.0387695 0.0701592 0.0277578 0.0136486 -0.0672109 -0.106746 -0.0449468 0.0430017 -0.0244701 -0.117891 0.0776367 -0.0599755 0.10276 0.102736 0.139046 0.298699 0.0434667 -0.0362827 0.149194
internal_count=361931 332372 310854 251671 11390 3962 240281 161168 7428 79113 54019 21518 17694 14070 59183 160517 70166 90351 11993 7759 67537 18820 78358 8187 10531 9144 2592 937 56895 8919
shrinkage=0.000980392


Tree=3841
num_leaves=31
num_cat=0
split_feature=332 395 909 740 1464 625 1469 810 1240 282 954 402 1071 1041 162 911 288 302 416 1111 1398 18 1393 1191 333 617 960 1464 829 4
split_gain=12.1161 39.3177 21.3807 24.7553 26.3527 25.0058 24.4952 23.8584 20.9787 20.978 20.6103 20.4299 21.9353 20.1051 18.8056 18.7391 18.6881 18.4538 19.084 18.8874 22.3946 18.4227 18.2134 18.1764 18.1348 23.5062 21.6112 19.0387 21.166 20.2909
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.62658750036069699 0.66719174563581007 0.23587932444621237 2.3737248022525961 2.6156269077848826 -0.65819684525605759 0.82498411159110285 2.3623678445702434 2.9053803668447165 0.36663536453162993 2.2154073666107625 -0.74629242495128578 1.0000000180025095e-35 2.309006585848373 -1.3988637029036572 1.0000000180025095e-35 1.7688580435359784 -0.95467754666076587 -0.49243242198098164 -0.37571827473827563 0.025001786506274482 -0.70450681198073684 1.0308016862606064 1.6614250791469047 1.0000000180025095e-35 1.1622679489339427 -0.2266622048059336 -0.82914098832002214
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 6 8 7 16 -2 13 11 15 -10 -4 22 21 17 -3 -6 -1 -19 20 -20 -5 -13 -23 25 26 27 28 -16 -29
right_child=2 9 3 4 5 -7 -8 -9 10 -11 -12 12 -14 -15 24 -17 -18 18 19 -21 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0043564423272687471 -0.0013633248454629886 0.00035896636364159671 -0.00013799169451767266 -0.0086139698816589602 0.048571896043136942 0.043833109407247717 -0.025490948090633458 -0.0012158226150152361 0.0062415025175294129 -0.011917542732826822 -0.0124524767716045 0.0016469511695277402 -0.007025582315260891 -0.011890498844432967 0.0011045983217768081 0.010646359769120331 0.0017751467808429238 -0.014934618931101377 -0.0053388765419835737 -0.0017279216574202793 0.1106009199205783 0.058330735997478005 0.0071238372793910043 0.0083904172693682524 -0.0064489414347870672 -0.011042661186663482 0.0066698644020373515 -0.016834612867307412 -0.0074999940297167545 0.013750978912085899
leaf_count=21513 60207 85066 60787 572 105 165 687 11646 14321 1971 635 14964 2016 5591 10850 2201 7123 9779 62 602 53 103 12173 345 11158 6537 8287 412 9959 2041
internal_value=0 -0.0220677 0.00577418 0.0207109 -0.03911 0.0668322 -0.0320525 -0.0842368 0.0359648 0.00780814 0.107912 0.0224761 0.0669475 -0.18724 -0.0714886 0.0129431 0.0480793 -0.131349 -0.252461 0.195448 1.14781 0.0924079 0.0829912 0.412096 -0.0401757 -0.0091737 0.0135697 -0.0273371 -0.0557372 0.176622
internal_count=361931 170491 191440 130546 25650 7393 60894 18257 104896 89238 14956 89940 29153 6611 81253 87267 7228 32009 10496 717 115 1020 27137 448 49244 38086 31549 23262 20809 2453
shrinkage=0.05


Tree=3842
num_leaves=31
num_cat=0
split_feature=1431 1020 945 1462 899 818 1400 150 294 423 779 48 616 704 1459 1324 1040 933 1317 290 697 1173 352 842 741 144 1404 842 1304 564
split_gain=11.7944 15.0788 16.9895 18.4447 16.7096 20.8152 17.283 16.6432 17.1235 16.823 15.7306 16.2033 15.6323 14.0118 15.1252 13.9269 17.4326 15.4934 14.3676 13.8217 16.0369 17.8743 15.4427 21.0167 14.8399 16.2606 13.7634 14.1639 13.696 13.8692
threshold=1.8641952677858011 2.1590889378513896 1.0000000180025095e-35 1.1880714473397529 1.0992551750904578 1.8769860665749627 -0.62106640127079926 -0.53235841804842898 0.36828056311239343 -0.75846346722700031 0.024991003697793602 1.0000000180025095e-35 2.300105009842635 -0.13218176888071756 -0.38162664254115064 -1.7087331454664565 -1.8023013512786801 0.68806224955729689 -1.5963564471725313 0.38724543041730997 -1.5483861711767273 -0.083408984327182675 2.4962265083160626 -1.0913096566104159 4.6361917572204758 -0.39500294310568568 1.0874074939552334 0.18651311112003319 1.1724378263949953 0.015184211964553955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 26 -6 9 -9 -8 -7 -12 -5 14 -3 -2 17 -17 -18 20 21 -20 24 -24 -22 -26 28 -28 -4 -30
right_child=1 13 4 12 6 10 7 8 -10 -11 11 -13 -14 -15 -16 16 18 -19 19 -21 22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.00014406007674420043 -0.023659082742958269 -0.00039714200428615396 -0.023076517413661873 -0.023006440612745038 -0.03426571266144373 0.0025952445370574537 0.057079139846508281 0.070432910302396665 -0.021287826356635987 -0.042150744010867894 0.14853284969647515 -0.057338268091148781 0.04830162081789359 -0.0048044471456628489 0.078441298540885038 0.07489483643330111 0.056342369670949681 -0.037369174083114784 0.0098786723428291971 -0.0075063349889885446 0.0004823074029966312 0.09152640668081416 0.21081754995177449 0.029953460906889842 0.14952336119850307 -0.058467809098902951 -0.017816671436552158 0.040246182977045172 -0.029067375310748902 0.070794940182409755
leaf_count=345176 639 56 3189 985 133 83 39 120 58 118 38 23 57 119 77 81 76 26 138 3165 6850 58 24 106 36 20 196 131 69 45
internal_value=0 -0.0768372 -0.089132 -0.0410293 -0.250783 -0.320939 0.224567 0.519337 0.996562 -0.197198 0.797298 2.11342 -0.380646 0.472192 0.976125 -0.00877553 0.0107255 0.996575 -0.00125617 -0.00999088 0.0581761 0.790967 0.0356933 0.991685 0.0185892 1.80705 -0.363571 0.177485 -0.424053 0.541987
internal_count=361931 16755 16503 12261 4242 3774 468 335 178 157 144 61 1042 252 133 11219 10580 107 10473 10397 7232 196 7036 130 6906 56 3630 327 3303 114
shrinkage=0.05


Tree=3843
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 727 382 791 858 927 836 691 1452 1470 934 1108 1323 1053 789 154 1466 1249 768 624 924 1252 978 705 1469
split_gain=21.5286 17.7675 23.0979 26.5941 26.671 43.7075 22.5934 24.7061 21.8936 29.1443 25.0517 23.5524 23.1062 21.7051 37.3576 23.5768 22.0477 24.8801 25.1682 21.3555 21.348 21.191 21.1459 26.321 21.069 20.9598 20.7698 21.9334 20.6819 20.6023
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 2.4283205456421384 0.29073615932568342 0.79547082264194502 1.3024667090820021 1.0000000180025095e-35 0.80365406586750676 -0.45955961557890618 2.8623271953766061 1.1248358748350926 0.59931512982679935 -0.081864550713907927 1.3444391163374314 1.5980739895830169 -1.4097550793351623 1.8999064755685127 2.4192096387169548 2.6375975511520715 -2.1250598757236046 1.4039267167446501
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 8 -6 -3 19 -4 11 -11 12 24 15 29 22 -17 20 -19 -8 -18 -16 23 28 -10 -5 27 -27 -2 -15
right_child=1 6 3 25 5 -7 7 -9 9 10 -12 -13 -14 14 21 16 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.3243126560985913e-05 -7.3163632353940902e-05 -4.2155240799593419e-05 -4.956375346957063e-05 -8.2315273043481122e-05 -2.1528357456348295e-06 0.00022200790900467685 0.00024049596699902311 -1.0502158781686164e-06 -0.00035027567774476855 5.4558586770112359e-05 0.00031109484455897786 0.0017611624258544985 -0.00013251605387789938 9.3590370117696464e-05 0.00090387711643439932 -7.9792898486423389e-05 0.00037498930610008289 -0.00010223063544492647 0.0011333412177164577 -6.2597445433647429e-05 -0.00020576868193849043 -0.00089698178515436474 -0.00015248574430208608 -0.00018493303844019227 2.5125849448948858e-05 6.5684991252582095e-05 0.00085774791692223883 -0.0013365217338970968 0.00012862013403969896 -0.00075985486839003145
leaf_count=29559 3372 9447 98610 79939 18652 5059 5244 5700 1300 9918 2066 33 10106 8923 313 21431 1939 2562 81 1127 484 52 2809 2038 20663 5081 171 73 14944 235
internal_value=0 -0.0187612 -0.0238906 -0.0345548 -0.0184056 0.0508937 0.040007 0.0975345 -0.0311744 0.0132104 0.107043 -0.0269408 -0.0293252 0.0160643 0.111549 -0.00383966 -0.0506818 0.0921142 -0.0614506 0.187189 0.274176 0.76971 0.0494189 0.0727487 0.0110245 -0.073041 0.0787113 0.0479874 0.0981111 0.0827365
internal_count=361931 332372 310854 251671 166407 23711 21518 12071 142696 44086 11984 32102 32069 59183 9523 49660 26497 5066 2643 6371 2423 365 23163 20354 21963 85264 5325 5154 18316 9158
shrinkage=0.000980392


Tree=3844
num_leaves=31
num_cat=0
split_feature=785 263 150 728 926 921 507 1010 869 909 1323 264 1437 634 497 359 197 296 807 878 608 1110 979 279 1454 1045 434 288 885 1246
split_gain=27.4069 17.3793 25.0058 24.4306 34.6051 30.8435 28.038 27.3753 24.825 34.7017 23.77 21.402 21.3168 21.0412 20.2246 20.2062 21.0395 20.9856 20.0194 23.21 24.356 24.1306 25.2599 20.9808 20.4259 20.2488 21.5022 20.753 19.8525 19.4418
threshold=-0.86283290253235112 0.66115833724634121 -0.52571317712276111 -0.90320472132347296 1.0000000180025095e-35 0.62154522891879982 1.0941628986121894 3.0713252103476614 1.0000000180025095e-35 0.9119020701661501 -0.20759369672708256 -0.92193233685461917 2.8257610812025367 0.6095166046651167 1.7001250133015622 0.44436623995162067 1.7525974049969186 -0.8071344086688389 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.60677017479697548 -1.548383945956544 0.67399173339163976 -0.99563425846005404 0.62667357349860431 1.6504836111777961 2.7655665054205345 1.0000000180025095e-35 -0.77826464138659079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 7 6 -2 8 15 10 -10 -4 14 29 28 16 -5 -17 19 20 23 -21 -23 -6 -20 26 27 -24 -13 -12
right_child=1 2 11 4 18 -7 -8 -9 9 -11 13 12 -14 -15 -16 17 -18 -19 24 21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.8205764508311234e-05 1.3910177937604205e-05 -4.7974847236801601e-05 -8.8708220217300563e-05 2.7913481537904324e-05 -0.00026213752824302068 -0.00011769562189512646 0.0001782903659051321 0.00022675295133606877 -0.00010150333512945387 -0.00021912906495420061 0.00029388914386413478 -4.0068328522947822e-05 -0.00019615950091049234 -0.00011921938565390237 0.00016793024626188011 8.8219225575256476e-05 -0.00016256268773850831 -9.0058185521187535e-05 -0.00088599222517692479 7.204369597403997e-05 -4.596594458327546e-05 0.00033019206263403022 -0.00011328587260072759 -1.8516477438399979e-05 -0.00014471738460140505 4.7219371982098434e-05 -0.00049946924063719344 0.00058701224867485971 7.7599652420374399e-05 3.5267314786496951e-05
leaf_count=29559 35434 25045 5921 58979 15344 7763 5405 1980 19486 8499 1921 9742 1260 3959 6430 3840 3976 19086 334 10224 12122 996 14462 3686 22011 5246 938 202 18702 9379
internal_value=0 -0.0216768 0.00858837 -0.0314016 -0.0432351 0.0147962 0.0398964 -0.0202572 -0.0249767 -0.0762798 -0.040878 0.038862 0.0564496 0.0298068 0.066483 -0.00359862 0.0185571 -0.0606806 -0.0855673 -0.0630852 -0.123164 -0.0224663 -0.0667855 -0.206392 -0.156709 -0.08291 -0.124299 -0.104619 0.0422713 0.0849095
internal_count=361931 332372 67100 265272 216670 48602 40839 131105 129125 43244 34745 42055 36134 15259 34874 85881 62955 22926 85565 63220 31152 32068 21844 19030 22345 20848 15602 14664 28444 11300
shrinkage=0.000980392


Tree=3845
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 660 21 852 126 906 1450 1452 1470 1182 704 1469 924 1162 759 50 1252 978 633 339 1465 150 1373 1313 6
split_gain=21.329 18.298 23.8281 23.6114 22.0891 26.8541 27.2305 24.5089 22.7584 22.2332 26.7397 21.173 21.0895 36.0192 23.3256 27.4153 22.4649 20.7966 20.7707 20.6017 20.3405 20.3318 21.921 20.8096 20.2759 23.7994 20.8016 22.6751 22.7265 22.1307
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 1.0000000180025095e-35 0.70880289725806289 -0.12598777323505009 -0.48019420566728716 0.4926003403048807 0.84122639276026845 -0.58508475642836089 -1.3107275758329808 1.6911153983873026 1.8999064755685127 3.334899416639062 0.46683225090780039 0.55630078546380823 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.63586223425159905 1.4270952891077759 -1.1769467878382101 0.55446281419859778 -0.84422345066265148 -0.84233504217864252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 20 12 6 8 -8 -6 10 -9 18 24 16 15 -15 19 -7 -11 -14 -4 22 23 -19 25 26 -2 29 -29 -28
right_child=1 2 3 -5 5 17 7 9 -10 11 -12 -13 13 14 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=4.1474658666958171e-05 0.00035289221430405632 -4.4867632195663199e-05 0.00012414147482565484 2.0678351287256865e-06 -1.6554042476526912e-05 -8.3638871164984946e-05 0.000233396078990541 -2.3666662978809909e-05 8.6967152244246218e-05 -5.7125146015022182e-05 -0.00010345821847966281 6.2738342852014121e-05 1.3854147755948242e-05 0.0011466201711610867 0.00070101757931501757 -0.00015716398997253541 -0.00075305897309640752 -0.00033777296076048995 -0.0012451893894434784 0.00022759946449406104 0.00041151350815317884 0.00084782859813534997 -0.0013353709527481009 0.00012543942604405895 -4.937622544823454e-05 -0.00025734203595929872 0.00019495762134216831 -0.00024813544496922658 0.00016771975011565943 -9.3396518781474551e-05
leaf_count=29559 1219 9447 5115 5700 24706 79939 2028 50345 17843 10265 44747 16350 9013 82 668 393 267 897 123 2616 1256 171 73 4184 27720 1163 1764 712 6589 6977
internal_value=0 -0.0202177 0.0393473 0.0983691 -0.0254159 -0.0358324 -0.019622 -0.0380978 0.0291564 -0.0421476 -0.0603301 0.0144684 0.0135994 0.0912183 0.456164 0.0893859 0.0544058 -0.0744485 -0.0669627 0.0656203 0.185941 0.0764855 0.0461989 0.0651795 -0.0101233 0.047315 0.0685721 0.0474623 0.133308 -0.0363005
internal_count=361931 332372 21518 12071 310854 251671 166407 123858 42549 121830 95092 26738 59183 13039 1143 475 11896 85264 10388 11629 6371 5325 5154 5081 46144 18424 17261 16042 7301 8741
shrinkage=0.000980392


Tree=3846
num_leaves=31
num_cat=0
split_feature=43 1454 1452 1461 1461 150 1453 1459 21 1453 1452 1459 1360 1449 1469 21 1454 1454 1452 1455 1465 1465 1469 21 1457 1455 1449 716 708 976
split_gain=11.9 14.2054 27.6653 19.6918 38.7632 24.0969 23.0324 31.7019 28.6782 27.3831 39.6157 64.7898 33.9875 30.4759 26.6678 26.138 44.171 34.3353 25.9556 23.9895 23.6232 57.5004 24.5808 23.2023 22.9019 22.838 22.4367 31.08 22.7955 22.2681
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 -0.039446766248907701 0.22099352976918105 -1.2699801607975598 3.3620603879665567 3.2302017972513801 1.3785497256249488 1.9142027959396961 0.57845329651378008 0.085311576063013358 1.1324559382631265 0.43239001757989953 -0.85817591263240789 2.3240884354044633 -0.12591398429191614 -0.12591398429191614 -0.12401946641855496 1.1386082259262511 0.48890525498502457 0.16702641843835223 -0.12250079664369533 0.62211875780133752 -0.18238571527943001 6.8673942359084075 -0.351202439492452 0.39849607246918939 -0.77486156085807745 0.56273754269554366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 8 23 -3 10 12 13 15 14 19 17 -17 -10 20 -12 21 -18 -22 -8 25 -13 27 -7 -28 -25
right_child=-2 3 -4 4 -6 26 7 -9 9 -11 11 24 -14 -15 -16 16 18 -19 -20 -21 22 -23 -24 29 -26 -27 28 -29 -30 -31
leaf_value=-0.00053675469073131206 -0.001776812821451879 0.0011219444360834787 -0.011235565217345121 0.053858581267502571 -0.00082964047522323878 -0.021827588455621473 -0.0019342215824052237 0.017365350967260908 0.032596009240417112 0.02256262423502127 -0.039698314323634673 -0.014035151818861322 0.037039374648774374 -0.0022799706309293895 -0.048563418322788827 -0.052902018110391018 0.015989298432711404 0.0075249680416197423 -0.018746877212255042 0.025936976624314136 0.043800820496942963 -0.044283247998864676 -0.030238235699176615 -0.02783264398002085 0.022157845691965796 0.061891996561944523 0.011902061784232384 0.036856606331665459 -0.044559763502594475 0.0056061971434165359
leaf_count=147014 74777 89092 4165 65 28765 568 1518 466 614 1022 131 529 442 483 623 283 761 5844 561 134 295 249 64 1288 714 38 130 156 818 322
internal_value=0 0.000522396 -0.0156476 0.0169652 -0.0351928 -0.401779 0.0312171 -0.142024 0.0376072 0.131832 0.10102 -0.130141 0.168558 -0.462728 -0.714805 0.138312 -0.0733805 0.204512 0.0275823 -0.139236 0.187592 0.00559702 0.637725 -0.229559 0.209392 -0.135684 -0.461131 -0.141625 -0.7272 -0.42318
internal_count=361931 287154 151179 135975 30502 1737 105473 3594 101879 12787 11765 2652 9113 1371 888 8671 2213 6458 1930 265 1369 1010 359 3128 1281 567 1672 724 948 1610
shrinkage=0.05


Tree=3847
num_leaves=31
num_cat=0
split_feature=785 712 915 1457 21 885 803 972 843 515 359 701 1184 1458 770 286 732 1461 1459 345 953 770 966 768 768 1312 954 735 1329 1385
split_gain=11.9368 13.4655 13.1073 14.5312 13.0865 18.9451 19.4945 19.8039 21.9951 18.4807 20.2896 19.5474 18.3822 21.9809 18.3126 20.4599 20.7683 18.0419 19.4702 21.093 19.5666 18.1772 20.4147 18.0809 20.2892 18.9884 18.0089 17.9083 17.7283 17.6954
threshold=-0.86283290253235112 -0.63779424894106762 2.0502917455158411 0.26462816349492829 -0.70163543588998201 1.0000000180025095e-35 1.9682860324222273 0.28702936779318855 2.2892590682533238 1.4353143596930875 2.5440527797743102 2.0726909414564196 0.006769660676219552 -0.71693843586677841 -1.1116977698324584 0.17992033705734131 1.0000000180025095e-35 2.5032120688259147 -0.34879759806662525 -0.98929461933586238 1.0000000180025095e-35 1.3726249643068849 0.14724944945214533 -0.61497184344614475 -1.1103106219580867 -0.83863029393805333 1.6276177283287072 4.0547895985384921 0.73513360147940532 -0.77095088139399504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 17 -6 7 8 9 11 -11 28 -9 14 -14 -16 -17 21 19 -19 -21 27 -23 24 -20 -25 29 -2 -7 -8
right_child=4 -3 3 -5 5 6 26 12 -10 10 -12 -13 13 -15 15 16 -18 18 23 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0074628193712632813 0.0008569647474626007 0.0026347634460491768 0.040959195512744365 -0.0338013877210597 -0.0022604932441754751 0.00043108967364651764 -0.0072743417568424569 -0.0054006759243713622 0.0098993515189402248 0.0042239957328365045 0.034415698098805785 -0.011841237108657738 -0.022822333905203451 -0.0020462552159351481 0.015873605669146695 0.015101443409623688 -0.014591391802400273 0.026006773461839564 0.0054211138711536492 -0.034180897408385084 0.0014262371750698789 -0.010431849167395243 0.0035553792805065373 -0.01700433571008424 0.042367605289655108 0.013257605060427344 -0.0095140459961812439 0.036710626115773741 -0.0054220994721579496 0.0098177183867986517
leaf_count=2998 79984 26334 167 60 100262 72304 866 18050 2806 8190 234 2028 317 18934 2148 533 763 212 291 418 468 4970 2414 337 411 1353 798 150 8146 4985
internal_value=0 0.0372782 -0.109393 0.47113 -0.00971747 -0.0183754 -0.00226271 -0.00863035 0.00920212 0.00283334 0.106903 -0.0072013 -0.0515046 -0.00875181 0.148973 0.190189 -0.0437535 0.0161207 0.172846 -0.0852567 -0.254275 0.00828002 -0.111963 0.280685 0.561377 0.150126 0.109563 0.0190913 -0.00192708 0.150283
internal_count=361931 29559 3225 227 332372 241364 141102 134453 93708 90902 8424 82478 40745 22695 3761 3444 1296 91008 3490 1098 886 87518 7384 2392 702 1690 6649 80134 80450 5851
shrinkage=0.05


Tree=3848
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 803 666 609 678 1218 678 1376 1467 1452 1470 934 1249 768 1108 1323 1053 705 789 1463 602 873 1013 1440 1329 1437
split_gain=28.3291 22.8731 27.584 24.6183 24.3637 29.3901 40.7914 37.556 27.8724 27.3346 25.151 22.9066 27.0792 22.285 36.323 23.1193 22.5327 26.0528 21.6721 24.8158 24.9058 21.5251 21.5195 21.4259 21.6218 23.8194 24.213 23.665 25.201 22.5474
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 3.9048232315577729 1.0000000180025095e-35 1.0000000180025095e-35 0.027744735654897854 0.79547082264194502 1.3024667090820021 1.0000000180025095e-35 1.3444391163374314 1.5980739895830169 0.80365406586750676 -0.45955961557890618 2.8623271953766061 -2.1250598757236046 1.1248358748350926 3.3344277704427654 1.0000000180025095e-35 0.45120890067825536 0.54050183860820311 1.0000000180025095e-35 0.068371542778303165 1.4266783389745494
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 22 13 8 10 -8 9 23 -7 12 -10 15 -15 16 17 21 -17 -20 -21 -2 -4 24 27 26 -26 28 -6 -28
right_child=1 2 3 -5 5 6 7 -9 11 -11 -12 -13 -14 14 -16 18 -18 -19 19 20 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=4.7884214209187163e-05 -8.031022766129297e-05 -4.7237733376348624e-05 0.00024913905837488267 8.4007635418099302e-06 -5.8281773246498224e-05 -0.00021090880426939459 0.00029255110042077169 -0.00049938820134376493 -2.4687962923000416e-05 0.00034931338159931358 5.9512396956710025e-05 -7.3957482055615013e-05 7.6558608185784837e-05 7.8682512578789584e-05 0.00074184468416491664 -8.3150422504985684e-05 -0.00016298034920773569 -0.00018723181397743046 0.00026286610891618266 -0.00010662380862874397 0.001121534992662202 0.00012500586878918957 -5.4631418206832655e-05 0.00015096876302269694 -5.0305592545467588e-05 -0.00010446440492545832 3.9306629958080092e-05 -0.000249619390953478 -0.0001840435154857474 0.00050487456430236991
leaf_count=29559 3372 9447 5244 5700 40892 2881 3683 279 35199 651 4547 25094 18820 9158 365 21431 2809 2038 2423 2562 81 14944 1127 2215 47862 27222 13833 10488 17536 469
internal_value=0 -0.0231383 0.0433931 0.106773 -0.0289461 -0.0398715 0.0688561 0.240812 -0.0461609 -0.0665305 -0.0320816 -0.0124819 0.011281 0.0120143 0.108615 -0.00810901 0.0445191 0.068596 -0.0544117 0.0868307 -0.0662923 0.0937814 0.196027 -0.069084 -0.0729009 -0.0508173 -0.0239052 -0.112474 -0.0936858 0.0585934
internal_count=361931 332372 21518 12071 310854 251671 11390 3962 240281 161168 7428 79113 54019 59183 9523 49660 23163 20354 26497 5066 2643 18316 6371 160517 158302 89386 62164 68916 58428 14302
shrinkage=0.000980392


Tree=3849
num_leaves=31
num_cat=0
split_feature=1039 325 1240 420 997 836 768 141 1111 1035 285 1384 1111 197 417 1111 1253 834 575 1321 570 156 210 1469 488 412 158 1400 816 1218
split_gain=11.7588 19.7632 18.5659 19.688 19.1172 18.8565 19.3223 18.9386 20.0078 18.5389 17.4543 17.5052 17.3547 17.011 16.971 18.3103 17.1114 17.5467 17.1589 16.979 16.7305 18.7283 16.5596 17.207 17.987 19.0294 18.8749 17.3921 21.3122 19.2018
threshold=-0.58894358108911671 3.8083144551149997 0.82498411159110285 1.4335681720477382 1.8859961581257856 1.0279552327911667 0.012190964831072367 -0.22650217218429453 -0.79276119903311459 2.4254076492060714 -0.94146812991772222 -0.47998430312514789 -0.94253382058869206 2.8159557941124365 2.924606770914282 0.78187528164579356 2.7520273099234807 4.0040880931947038 0.68932268642900596 -1.197658578141805 -0.018884838773401937 0.58575778590126271 -1.1681915460973189 -1.2555191570968998 -1.1498424246120027 3.375541757806845 -1.2922488104919487 2.115226712420359 2.9000507500104784 -0.45767874637388051
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 4 13 6 -4 -7 12 -5 11 -6 -9 14 16 19 17 -2 -19 -16 21 -13 -1 24 -24 26 -26 28 -25 -30
right_child=2 -3 5 9 10 7 -8 8 -10 -11 -12 20 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 27 25 -27 -28 -29 29 -31
leaf_value=-0.0034622557238406524 -0.00097336448536839999 -0.032229342689630604 0.0056872551955987546 -0.0056488293127755357 0.024753913883224399 0.006025548520010934 -0.00067818006289818212 -0.011185358452738124 -0.0042228345668623877 0.023000046305308827 0.0014977154908499368 0.017811141721715756 -0.044778991823381208 -0.01339466171798291 -0.072880878407781985 -0.033108323799448801 -0.013013427427001354 -0.033699903061520944 0.058792110145677867 0.036771566600804662 -0.018655603377840248 -0.034833981463486062 -0.010301310923030214 0.0012535683878369252 -0.04171193215191181 -0.022776869839573315 0.0093231497999129841 -0.0072804525238978502 -0.00020470126997191942 -0.024588221449766523
leaf_count=14047 172801 317 14121 17688 977 1567 10014 464 2800 335 15440 898 304 2382 29 110 1841 519 33 360 446 157 751 91517 94 209 6289 3878 810 733
internal_value=0 0.0131477 -0.0151988 -0.0238233 -0.016802 0.0360815 0.062317 -0.082842 -0.168103 -0.101854 0.0626694 0.255111 -0.478896 -0.0240985 -0.0217877 0.424053 -0.0230603 -0.0206418 -0.526608 0.622053 0.0740204 0.237004 0.0144852 0.0233064 0.120347 0.153225 0.173752 0.0145643 0.0203999 -0.233725
internal_count=361931 118645 243286 214016 195993 29270 24135 5135 3568 18023 17918 2478 768 178075 175693 499 175194 173353 552 389 1501 1055 118328 104281 7343 6592 6383 96938 93060 1543
shrinkage=0.05


Tree=3850
num_leaves=31
num_cat=0
split_feature=125 188 1470 471 65 802 1469 1454 779 629 3 889 1367 800 1375 1466 1312 1065 770 903 629 1449 497 1116 695 909 1111 841 1169 641
split_gain=20.7914 51.6764 26.045 24.9774 21.6472 21.4927 21.4367 27.2227 25.6454 21.9905 21.1289 22.3677 23.1282 20.7712 20.2264 23.2641 22.9539 20.2181 29.2375 22.154 22.0459 21.6004 24.3844 24.2037 20.8085 20.1882 19.5367 19.3068 19.0417 19.4651
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 0.35930717134390644 0.77605621623814935 1.0000000180025095e-35 -0.41755766134505062 -0.88587582313006108 0.33437466255167142 0.69976595918466555 -0.42808934204501492 1.3149075955530187 3.4945390613906286 -0.57812715656594349 0.59806352348768188 0.34470978700861038 -0.41905823943576465 1.0518754624258557 -0.50811231681973057 1.6658793305708952 1.0454485276394587 1.6354124814891826 -0.58053726831778263 -0.74642089431810532 1.523536102320906 2.5595747715045802 1.2757201419101298 1.0950124441464968 1.3563391952969075 2.0540935880919
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 13 7 9 25 -4 -9 12 -12 -2 -3 16 -16 21 -19 20 26 23 -23 24 -5 -8 28 -15 29 -20
right_child=3 14 4 17 -6 -7 8 10 -10 -11 11 -13 -14 27 15 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.9049012775554616e-05 5.3719855951059432e-05 1.0333490079740269e-05 -0.0007632692927004842 -4.8894665630135845e-05 -0.0002019559743669909 -7.7703582822350722e-05 -0.00010392116354436728 -0.00016393816703492769 -0.00028206479988642419 0.00058999751088979898 -4.0517380087550751e-06 0.00032786983517098012 0.0010914817407426587 -6.347175649378357e-06 -0.00031654407644256179 8.2699898298671534e-05 -6.8169236981252307e-05 0.00017285267729372263 -6.90124783514822e-05 -0.00061389923602240388 -0.00037616016917250619 -0.0001386440619583531 0.00032355246397650051 5.8921564648469292e-05 -0.00051239485069852107 0.00035507742151728514 0.00043175935934927856 -9.9231507500328002e-05 -0.00060256802771325546 0.00068324391675510677
leaf_count=3960 22670 74881 680 6262 21994 30239 19737 4911 7685 102 13182 1454 72 76829 3590 3045 6999 1771 3513 381 966 639 2189 39328 595 630 334 12853 301 139
internal_value=0 -0.0364733 -0.0965775 9.9436e-05 -0.112569 -0.0171355 -0.0850839 -0.0221542 -0.137379 -0.567001 -0.00525368 0.040242 0.00627738 -0.00422049 -0.00303151 -0.0932523 -0.153896 0.0369633 -0.0637396 -0.134556 -0.100626 0.0529936 0.229289 0.0416536 -0.0875982 -0.0894255 -0.0379348 -0.0200906 -0.078092 -0.0402683
internal_count=361931 162922 74407 199009 70447 142591 48453 20401 28052 782 19619 14708 13254 112352 88515 13634 10589 56418 7405 5634 5253 49013 2828 46185 6857 20367 4287 89682 3953 3652
shrinkage=0.000980392


Tree=3851
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 660 21 852 507 264 1463 216 569 924 789 1252 978 633 689 590 120 579 760 734 920 1451 1228 568 234
split_gain=23.0594 21.245 23.6533 24.2402 23.5809 28.1658 27.8957 22.8887 22.8204 22.1161 22.0115 24.5458 22.378 21.719 20.9706 20.7663 20.4991 21.7515 20.8256 20.3955 21.4263 21.7837 21.5087 20.7092 20.1792 25.8211 25.0193 20.6826 20.2975 20.023
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 1.0000000180025095e-35 0.65809631222906606 0.38646845251715672 0.25173025313656361 -1.8619119801755339 -0.8803382114328292 1.8999064755685127 1.1248358748350926 2.4192096387169548 2.6375975511520715 -0.96673487256783863 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.35315847874617967 0.85494804639094091 -0.83967173534858641 0.66026201556455011 0.9948761292206888 -0.29483303112427489 -0.89470958077722174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 15 9 6 8 -8 -6 -2 11 24 -13 -12 -7 -4 17 18 -16 20 22 -22 -11 -24 26 -26 -9 28 -28 -20
right_child=1 2 3 -5 5 14 7 10 -10 19 13 12 -14 -15 16 -17 -18 -19 29 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=4.3888603173001187e-05 -7.1577693401542935e-06 -4.0127558544449628e-05 0.00024371650793258667 5.0811192925101549e-06 -1.6385374064466413e-05 -8.5323318828651532e-05 0.00022411011858294475 -0.00013818648183886879 8.7286193095056306e-05 0.0001057064674136184 0.00011083380676419833 0.0010190627272898603 -5.6450007985349757e-06 -2.4385370446061065e-05 -0.00033917312635940239 -5.4833643097219976e-05 0.00084992538830315782 -0.0013330700588820995 -0.00038159197038930198 -0.00013962735106768 4.1688405993387148e-05 -0.00061069201007205541 0.00013283532562883614 0.00053153624365206672 0.00035278976033795704 -3.7975600029018904e-05 0.00020513110254178352 -0.00031272838631254285 -6.3022499162746761e-05 0.00017845043367944094
leaf_count=29559 48652 9447 5244 5700 24706 79939 2028 42129 17843 5619 6588 101 21507 35222 897 1127 171 73 505 1511 849 350 1023 1179 878 8461 2782 989 3173 3679
internal_value=0 -0.0202203 0.0439715 0.102723 -0.0258224 -0.0365825 -0.0199758 -0.0386796 0.029399 0.0145102 -0.0425886 -0.0677113 -0.00013953 -0.00201039 -0.0761239 0.191396 0.0754467 0.0450315 0.0639139 0.103121 0.139869 -0.129617 0.18031 0.353876 -0.0949509 0.00465983 -0.116266 0.0131965 0.0628596 0.126708
internal_count=361931 332372 21518 12071 310854 251671 166407 123858 42549 59183 121830 80020 21608 41810 85264 6371 5325 5154 5081 10531 9020 1199 7821 2202 58412 9339 49073 6944 5955 4184
shrinkage=0.000980392


Tree=3852
num_leaves=31
num_cat=0
split_feature=728 659 813 522 213 419 351 1258 1120 775 189 1308 138 1173 974 1173 1323 840 1435 625 488 900 429 1105 1390 1114 1469 843 1323 549
split_gain=11.8822 14.9634 14.6571 16.5241 16.8053 21.2471 21.3638 17.1248 17.5834 19.8516 17.5792 18.6922 19.6872 18.3851 16.6086 16.3986 16.2556 18.7514 15.8567 15.6778 16.299 15.7145 15.482 15.3903 18.7418 21.0077 15.3525 14.811 14.7681 19.4811
threshold=1.0000000180025095e-35 0.62821384419828064 1.0000000180025095e-35 -0.71745339412579689 -0.75462479471706057 -0.6014555129756104 0.6519885787139682 -0.038126425024282797 -0.50729903546433974 1.8015888723249445 1.0062439196653703 -0.37752779930430519 1.8037909328924133 0.0982103615140867 1.9812767983420365 -0.71082126996065853 0.35269893861447277 -0.87756456253575343 1.0000000180025095e-35 0.22457061074466941 -0.60565233557446119 0.31742479263703183 -2.1320284349512795 -0.83800542008177115 0.63107872720346381 -0.19410659921696513 -1.3460032622719822 -1.4428422405994248 0.33612223342685282 -1.3900695809707992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 14 7 15 8 -6 10 11 -10 18 -12 22 16 17 -7 -13 23 -21 -22 -2 24 -17 -26 -5 -19 29 -8
right_child=2 -3 -4 26 5 6 28 -9 9 -11 13 12 -14 -15 -16 19 -18 27 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00051399860121592404 0.053897630786671369 -0.0019016678817375156 -0.00025916223734960049 0.046256369456937049 -0.018253930447754384 -0.011856982100085449 0.057525502100705728 -0.024957955455251354 -0.031876572219325376 0.10218117971190557 0.0078962960976731011 0.030695300243032887 0.1192729468350474 0.10796464648959632 0.048204428774450456 0.0041053187340793452 -0.013137223095754359 0.1519292771465087 -0.024721158580331637 -0.029407859711446428 0.0060427783386968392 0.036371628639869064 0.0048200832899964489 -0.0078753032112923622 0.0035992971658935047 0.12977270148966696 -0.005130927702839936 0.031551723344428982 0.0065352176257087603 -0.022897802544281892
leaf_count=211817 113 41024 62020 59 769 210 80 1128 288 32 96 179 21 49 147 228 202 24 163 153 802 410 2790 2054 39 35 34589 718 508 1184
internal_value=0 0.00259271 -0.0284946 -0.0665107 0.0137429 -0.0386851 0.0353485 -0.243138 -0.0638923 0.202085 0.109601 -0.0707645 0.287426 0.987764 0.189667 0.117704 0.378989 0.517066 0.121104 0.0368774 0.266314 0.362526 0.1384 -0.0783449 0.414121 1.44663 -0.0992618 0.68175 -0.216373 -0.383861
internal_count=361931 252841 109090 47070 12422 9372 6647 2725 1597 828 796 651 363 145 3050 4875 1154 952 342 3721 1365 1212 2903 2356 302 74 34648 742 1772 1264
shrinkage=0.05


Tree=3853
num_leaves=31
num_cat=0
split_feature=125 1470 789 470 810 990 887 1043 1469 269 1361 769 1429 15 1063 1322 1230 1423 981 1449 560 499 838 302 1120 979 982 1462 1469 823
split_gain=11.8199 25.5855 21.0391 21.4763 23.4386 26.5367 22.5253 27.2203 21.6571 24.9454 19.9552 19.5098 19.3247 19.3226 19.6487 18.3412 18.1863 18.1579 17.9624 18.0685 17.5535 18.8622 18.0714 18.1101 22.9562 19.8778 20.49 19.5287 17.9938 17.2976
threshold=0.58518330826110332 -1.3664195657027294 1.1248358748350926 0.66595742291584703 -0.65819684525605759 1.09266583130301 1.0000000180025095e-35 1.8354300935445387 1.6596426661524915 -1.2832447556410924 1.0000000180025095e-35 -0.023934069552500908 1.13172262110474 1.3153460409102926 1.0000000180025095e-35 2.4287102897888952 4.3057625069588132 2.2885552421444864 0.35350660779006349 0.60588132381810589 -0.56565070108522242 0.91182272446451995 -0.39851064426801458 1.0000000180025095e-35 1.0731959449930433 -0.36025553048460551 1.4061262282360734 0.51820475264331234 -1.1729032349805202 2.3225820789007119
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 -3 5 6 -5 13 9 11 12 15 17 14 -8 -6 -11 29 -13 -20 21 -4 23 24 28 26 27 -25 -22 -1
right_child=1 2 20 4 8 -7 7 -9 -10 16 -12 18 -14 -15 -16 -17 -18 -19 19 -21 22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00076875366563612072 -0.030349995653424597 -0.00093074850497990361 0.010430090135658494 -0.0064525200241707867 -0.0052389029094522359 0.011325658694635581 0.008660916223439492 -0.026816279595755072 -0.0055526498963837795 0.0077256732317080874 0.00017360568342522726 0.001028999858501356 -0.0067273805699168514 0.022079565520215012 -0.0046405630418965725 -0.06752959446198252 -0.075434669609287755 -0.010978539995111496 0.027154548242580498 -0.014229020023066467 0.017918701434797887 -0.021265357493670669 -0.011042935212216998 0.054353530041037927 -0.029383822628689028 -0.0010209790671704998 -0.036566076990618972 -0.018641286745833065 -0.0049036590357403979 -0.0087606574402325083
leaf_count=99915 322 25456 1701 6446 3314 1863 2574 342 2315 19984 155053 2813 16105 592 2470 73 29 4564 695 158 416 294 4203 244 377 489 46 56 2336 6686
internal_value=0 0.0178859 0.0203548 0.0340475 0.0623692 -0.00723323 -0.0428226 0.0515381 0.0983332 0.115087 -0.0130934 -0.00313767 -0.0382653 0.0865671 0.0429401 -0.127742 0.152 -0.0276982 0.111983 0.389966 -0.0726612 0.119461 -0.115765 -0.0164412 -0.0878117 0.26865 0.65452 0.848237 -0.023297 -0.022169
internal_count=361931 79608 79286 69124 43668 14287 12424 5978 29381 27066 282323 7053 127270 5636 5044 3387 20013 111165 3666 853 10162 1995 8167 3964 3129 835 346 300 2752 106601
shrinkage=0.05


Tree=3854
num_leaves=31
num_cat=0
split_feature=1431 1470 1449 667 486 263 843 61 141 644 1313 359 904 147 1452 1388 754 61 1464 124 1124 915 687 828 218 904 1106 280 1450 500
split_gain=11.7307 16.8774 19.7188 18.1998 16.9263 16.7125 20.9048 20.1566 23.2351 20.0148 20.1618 17.5325 17.3151 16.9073 16.4984 21.0611 20.7902 18.7859 16.8521 16.7715 16.4754 17.7121 18.7614 16.4139 17.7484 17.1126 16.3954 16.3836 17.7011 17.3288
threshold=1.0000000180025095e-35 -1.1417127449306028 -0.59874495545244111 2.8959165655566772 2.1013337753263408 0.66115833724634121 2.4406243938341703 1.0000000180025095e-35 -1.3131417672705574 -0.8605795630867018 -1.4405288138249794 0.88364806882047497 1.3373920914430621 0.024605264744824298 -0.61117259473543639 -1.8378734437765767 1.0000000180025095e-35 1.0000000180025095e-35 2.5297760702965841 1.0000000180025095e-35 1.9047606527527927 -0.93468527048031858 -0.36187447753546881 2.4043974048115762 1.5335681412161069 2.1973475315130115 -0.86642172457169886 0.98319103203405822 1.7031245240965494 -1.1478885581931528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 11 8 12 13 -11 20 -7 -10 16 26 18 -18 -4 -19 -3 22 -22 24 -13 -25 -16 28 -9 -30
right_child=1 3 14 -5 -6 7 -8 27 9 10 -12 23 -14 -15 15 -17 17 19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.00025227957812430017 0.011295010006868745 -0.0014250754667474595 0.015247676201470502 -0.018931884346620988 -0.020256425531539828 -0.021928838275868591 0.016378376476476924 -0.0033832274981548602 -0.00054558038887206816 -0.013448412327226598 0.0060410858859441061 -0.0062147346259286695 0.018866475096580848 -0.031701537896492014 0.06028236474036739 -0.0034887137306028253 -0.031318638651164944 -0.02543413393393092 -0.037703712374009581 0.066423152909223307 -0.023717772577516758 -0.012859908851065249 0.04851658628710942 0.0097321368471122664 -0.025221171542455418 0.097908999412843201 -0.010266986578180447 -0.016598757583228606 -0.063906953289891988 0.0306173663927586
leaf_count=222373 3775 80010 1771 1983 241 896 883 5189 600 877 13691 12559 199 358 129 8401 325 57 74 50 149 4148 136 380 873 26 85 1378 30 285
internal_value=0 -0.0232358 0.0504121 -0.0333838 0.188052 -0.0307278 -0.0467634 0.0221875 0.0627198 0.0824036 0.102546 -0.050458 -0.29119 -0.232088 -0.00197365 -0.0515633 0.165982 -0.318695 0.260979 0.506421 -0.0360833 -0.206876 0.443961 -0.131946 -0.147124 0.34987 0.704654 -0.0863784 -0.0328067 0.463947
internal_count=361931 139558 14908 124650 4016 122667 99164 23503 16621 15526 14568 98281 1095 958 10892 8615 2277 432 1845 107 84443 4433 285 13838 13432 406 214 6882 5504 315
shrinkage=0.05


Tree=3855
num_leaves=31
num_cat=0
split_feature=785 1309 62 21 365 269 1088 294 614 76 1045 1184 846 476 1462 77 551 1243 734 907 158 1050 1181 1041 12 346 623 421 697 695
split_gain=22.9334 20.4836 22.9926 21.6279 21.79 22.0729 21.3824 20.8529 25.3455 25.5709 21.5236 19.0501 21.7671 18.8606 18.8439 24.296 19.1033 22.0594 18.7912 20.7014 22.7166 21.923 19.5751 18.6573 18.5832 18.1646 18.0633 18.0001 17.8285 20.8753
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -2.7818205974049124 1.7886704068378352 1.0000000180025095e-35 2.7639737144699819 -0.078187856073200182 1.0000000180025095e-35 0.6057866093897768 3.6828392230247013 0.32136284863636239 0.35885439231009797 1.1361236590950645 0.37407200465964635 1.0929599279503071 -0.66823847936584235 0.14000445396469943 0.85494804639094091 0.60734054775592716 -0.03476977395467034 -1.3956054720241469 0.20498346081528948 -1.3556851883446164 1.8639264204075874 1.8146883021130515 0.73338246060537615 -0.85785712443905593 -1.0040178173049594 -0.13655842086726408
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 11 13 -9 10 23 14 -13 18 -3 16 -16 -18 25 20 22 27 24 -10 -20 -4 -27 -21 29 -14
right_child=1 6 7 4 5 -7 -8 8 9 -11 -12 12 28 -15 15 -17 17 -19 19 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.9959690536943512e-05 0.00041853003261074637 -4.2928444018439624e-05 6.892560166291655e-06 -5.8902141893704658e-05 -0.00013074859459977849 -0.00048734483431069753 -0.00023750524046728356 -0.00014450107029869582 -0.00039985383247706865 -0.00016656564698360672 0.0012317283183366898 6.5664124849060181e-05 0.00063822509967424322 -0.00011817326502803643 -0.00013846528882765252 0.00023490653270458561 0.00010427747922159369 -0.0002010488290241013 9.365078100950914e-05 0.00057169727790483719 0.00019780032920890418 0.00029720043762407247 -0.00019234806147782534 9.8629824134573519e-06 -0.00036383887874714955 -9.1553026256683211e-05 -0.00054312285943593067 -0.0010466390389923354 -0.00010422297765643279 -3.7078268267507743e-05
leaf_count=29559 450 41969 56133 98216 5703 1590 1821 16221 800 5664 70 32004 333 5895 3051 2266 7011 1297 4525 53 3244 2738 2195 26787 479 3261 652 153 7226 565
internal_value=0 -0.0239892 -0.0373592 -0.0666944 -0.0694561 -0.216754 0.00186188 -0.017294 -0.0569104 -0.0237514 0.00455074 0.0061975 0.0427629 0.00539822 -0.0200486 0.0486465 0.0057737 0.0593924 0.0155529 0.090168 0.0443487 0.257132 -0.0236193 0.00123093 0.0528688 -0.00289997 -0.170075 -0.560558 -0.065614 0.223616
internal_count=361931 332372 234829 105959 105509 7293 97543 128870 49542 33321 27657 95722 40128 79328 55594 13625 11359 8308 73433 13387 10443 2944 7199 27587 5004 60046 3913 206 8124 898
shrinkage=0.000980392


Tree=3856
num_leaves=31
num_cat=0
split_feature=1463 1463 1454 1464 1458 1458 1458 1466 1449 1470 1454 1462 1449 1465 1465 1449 1468 21 1449 1467 1451 1467 1466 1454 1462 1458 1450 1457 1465 1450
split_gain=11.7287 27.2635 52.2803 60.4882 63.4996 61.6468 48.7836 58.7977 44.0757 41.869 40.944 36.8855 34.9219 40.1862 34.1638 33.2086 39.9624 34.3611 33.1789 31.7561 46.0037 35.6325 31.2996 33.9023 32.9855 44.3285 40.6492 43.6224 31.7723 48.7655
threshold=-0.052537044703927886 -0.43089357072131801 -0.12591398429191614 -0.27515551436605507 -0.41456012135972559 -0.61757707707994025 -0.057404516973083415 0.30311818149894332 -0.10644973506114641 0.28143045329286537 -0.90309121467478037 1.1880714473397529 -0.20094132613719282 -0.54559165837287227 -0.017167228058440218 1.3908208787182408 1.0056208477415762 1.9458729514926574 0.21031501113833881 -0.37267698834688912 0.88359250333053418 -0.42189260964277353 0.37829601484295772 -0.88587582313006108 0.79865288842650972 0.12934318160464789 1.4313046434165499 3.9189526428767678 0.202380846678304 -0.62314278622779262
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 19 4 18 -5 12 8 -8 -6 11 15 13 -7 -15 16 17 -1 -4 20 21 -3 23 -12 25 26 27 -25 29 -27
right_child=-2 2 3 5 9 6 7 -9 -10 -11 22 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.0060138697618965509 0.00057851398984362949 -0.008727363296900232 -0.032505925528274957 0.028220804828129848 -0.0093334531673120204 0.031208469184600907 0.038163720581120691 -0.029715371471735808 0.0026302599212117278 0.020626108045148955 -0.016538959810294507 -0.074306717206687745 -0.024873681500155523 -0.015425950833905825 0.013032920264443632 -0.037247464704532184 0.038146457834460801 0.048481624137462286 0.0081932866130651882 -0.0022458847712523186 0.03052845649271101 -0.033715857351054868 0.0024234468646820032 -0.0015509062098520924 -0.0063366716550687374 -0.0072149768410427516 -0.013305177985893755 0.054836346967945343 -0.0023470062739495731 0.0079557526113470615
leaf_count=7063 141070 18239 1708 1588 1543 464 1081 331 812 1087 2276 117 969 1635 900 238 546 188 379 23152 357 989 37346 66315 15109 3567 4683 134 9846 18199
internal_value=0 -0.0159445 -0.0632859 0.0689068 -0.153093 0.189457 0.0772171 0.343719 0.490579 0.0808677 -0.000985757 0.166954 -0.0851562 0.035747 -0.0903298 0.183087 0.209212 0.155038 -0.494312 -0.10607 -0.180429 -0.198884 -0.00931945 -0.0287522 -0.0233705 -0.00779798 -0.0427963 -0.0275453 0.0633205 0.112379
internal_count=361931 220861 55234 12497 4717 7780 6192 2224 1893 2630 165627 8152 3968 2999 2535 8035 7797 7251 2087 42737 19585 19228 157475 120129 117853 102744 71132 66449 31612 21766
shrinkage=0.05


Tree=3857
num_leaves=31
num_cat=0
split_feature=785 728 784 852 1307 211 980 657 569 703 833 647 590 5 570 15 909 447 1246 900 765 431 1113 732 149 62 1396 383 428 901
split_gain=21.7581 19.5331 21.6719 20.7603 23.8229 20.7998 20.4923 19.8619 20.6137 21.8212 20.1994 19.7857 43.341 19.7 19.0422 18.7897 19.7606 19.8717 19.877 19.5598 19.4929 18.4045 20.0663 19.7092 19.585 18.0124 17.9761 20.2906 17.682 17.5898
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0747610123934368 1.3390041783085433 -0.62944366619299574 0.93965787111466315 2.2603408215975165 0.069179088922970394 1.2527926291041005 1.5919315457291203 -0.87782724458594241 0.58895901036483078 -1.0821368227570305 -0.4998781572545779 1.9016026118134437 -0.21963219460843428 0.59972846529787971 -1.1275752352374568 0.41331674494487913 0.57148697826932571 -0.89053722722198725 -1.1753474509811404 1.0000000180025095e-35 1.7835602024035264 0.22553477650581719 0.83864812437341107 2.2118716902368778 -0.35867795670876418 0.78923999343510809
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 -5 -6 10 9 25 -4 12 -3 -7 15 16 21 19 -19 20 26 22 23 -13 -23 -9 29 -28 -29 -18
right_child=1 11 3 4 6 13 -8 8 -10 -11 -12 14 -14 -15 -16 -17 17 18 -20 -21 -22 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=4.1999118271915667e-05 -2.0360631538041472e-05 -4.8389788125470336e-05 7.1411601851387713e-06 6.5853239866189954e-06 -7.4106062886901969e-05 -0.00033245643875220922 -0.0010738756328210778 -0.0006397182753765221 8.4596298842795102e-05 -0.0014373772318717504 0.00019715208429920452 -0.00034849416974424224 0.00038260422492974165 0.00029708823156969532 -8.8456888357027813e-05 0.0002693158837798567 -0.00018857223243619851 0.00089185605476326695 0.00015754261046803514 0.00012584625864228114 9.6980625934495014e-05 -1.3296221741071449e-05 -0.00030883954138765128 0.00051662637812789386 -0.00050727825009363472 -4.9411595081670286e-05 -0.00062079123457704332 -0.0010057988211866643 0.0015219302112149783 0.00025437678032427715
leaf_count=29559 190291 4821 30451 2043 879 281 143 449 639 91 2818 315 1384 3872 61493 1214 2900 177 2615 3736 2270 12460 3872 369 648 480 857 40 42 722
internal_value=0 -0.0203136 -0.00984796 0.0348981 0.139175 0.183564 -0.203608 0.0120161 -0.217904 -0.407762 0.0241235 -0.0519286 0.0775748 0.268413 -0.0623343 -0.0120991 -0.0256021 0.0424908 0.218449 -0.00838063 -0.0914413 -0.0882304 -0.235282 0.164672 -0.0363776 -0.313944 -0.187021 -0.512891 0.719803 -0.109679
internal_count=361931 332372 232437 42146 7218 6196 1022 34928 1659 1020 33269 99935 6205 4153 93730 32237 31023 13359 2792 10567 6831 17664 4556 684 13108 929 4561 939 82 3622
shrinkage=0.000980392


Tree=3858
num_leaves=31
num_cat=0
split_feature=888 1081 1049 901 759 258 1036 76 974 657 696 1446 1410 67 80 1241 151 900 701 558 976 0 1464 500 413 773 1400 557 866 148
split_gain=11.7641 13.7583 17.4657 20.5547 14.8993 19.9292 15.6332 15.0055 18.2321 15.736 14.69 14.7804 14.2619 15.9317 15.4945 16.9838 16.081 15.6832 15.8564 15.3758 18.7761 22.1369 18.615 18.0406 16.7181 18.3276 18.3683 16.7502 17.7542 16.1299
threshold=1.0000000180025095e-35 1.4735812952876166 1.4069177371033732 -0.011333704399668116 2.1361056549418347 1.0000000180025095e-35 0.36533384215819181 0.75190674793508727 1.881511969398725 -0.29429909822911982 0.52818100756455466 0.64688686638414006 -0.50553199628424605 1.2768083970603095 0.21262740804011174 1.0000000180025095e-35 0.83143800386040534 -0.63749923242861428 -1.0358122037206352 -0.4534923702075247 0.58059889290947375 2.4454691244036604 0.31682752303935818 1.2190657423888911 1.4900189417374425 -0.78180233478337235 -1.4153399342723361 -0.22438896840096414 -0.67375759197929208 -1.5777891724833675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 10 12 6 7 8 -6 -9 11 -4 -2 19 15 16 17 -15 -19 22 21 24 29 -22 25 26 -21 -26 -29 -14
right_child=1 2 3 -5 5 -7 -8 9 -10 -11 -12 -13 13 14 -16 -17 -18 18 -20 20 23 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-1.6422814551874786e-05 -0.0057804915789520309 -0.014575609105651222 0.095065713189200859 -0.020153026898636933 0.015780547183235488 -0.012397715439837684 -0.010317171972172577 0.021470929593184987 0.1194034105506519 0.10387646775410637 -0.015690493492734128 -0.018560649755463579 0.041758505865741841 -0.021082746276612073 -0.00079596048941207431 0.00676922329574657 0.073823143927545437 -0.054251074555236194 0.045729694362896811 0.073302783302380034 0.011090011893638362 0.029825309892370633 0.0039052667923424652 -0.019015994540514711 -0.0079492972296671474 -0.0025143432444766716 -0.020038034961267392 -0.01723358686308344 0.024723372273996916 -0.010578578894948988
leaf_count=315733 14195 4036 86 161 488 537 218 67 20 56 54 22 132 104 1143 660 85 23 199 30 3640 302 2259 465 672 7035 1766 201 785 6757
internal_value=0 -0.0455288 -0.221548 0.379679 -0.0333012 0.240447 0.452508 0.629362 0.428575 1.3359 0.986403 1.44978 -0.042407 -0.00872742 0.172164 0.362157 0.709361 0.463379 0.737984 -0.0309574 0.0182003 -0.0370273 -0.119608 0.167988 -0.0580983 -0.104897 -0.357975 0.16449 0.350215 -0.194414
internal_count=361931 46198 4359 323 41839 1386 849 631 508 123 162 108 40453 26258 2214 1071 411 326 222 24044 14896 10791 9148 4105 10489 8831 1796 1658 986 6889
shrinkage=0.05


Tree=3859
num_leaves=31
num_cat=0
split_feature=800 1237 1065 503 6 1051 835 984 779 633 1180 1249 1292 1216 1436 973 1434 1456 424 831 1245 144 1044 500 437 302 1178 1329 1437 971
split_gain=11.7455 15.7965 16.6252 16.5526 15.9871 15.7221 15.2116 15.2051 19.0966 19.5462 19.2339 16.9739 14.9105 19.84 18.8645 18.3871 17.3664 17.1571 16.4684 17.3226 16.1211 19.0748 17.6135 17.0218 17.4491 17.0051 16.617 16.3029 15.8828 19.8509
threshold=-0.57812715656594349 1.4298092310842805 1.0000000180025095e-35 -0.082329757666424322 1.5935981534528902 -1.6059038073170189 -0.16072392359999152 -0.7094138078802098 -1.1424166690441715 -0.25528390812988649 0.35591633748461543 -0.743719008072532 1.0000000180025095e-35 2.3855481443271001 1.0000000180025095e-35 1.2409386801806084 3.6892085104095931 3.742879312526544 -1.1670789121100607 0.15873820484454995 0.16521348023025398 0.95900928058921819 0.21872401839353908 -0.19664088644980302 1.0000000180025095e-35 1.0000000180025095e-35 2.7665051871970063 -1.0681546936440298 1.0000000180025095e-35 -1.0951849906774622
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 -5 -4 -6 -7 10 -10 -9 -11 13 14 15 18 17 -16 19 -1 22 -22 -14 27 -25 26 -24 -23 -20 -30
right_child=-2 2 5 4 6 7 -8 8 9 11 -12 -13 20 -15 16 -17 -18 -19 28 -21 21 23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0038068718429580014 -0.0005835684212835519 -0.002185130048380867 0.085823464969952939 -0.018775249620632425 0.057047966848496515 -0.017094180732712981 -0.026083618536735312 0.066332404598927128 -0.01302225155358566 -0.037178370768445969 0.0070557518652679917 0.021274934932884196 0.0032320640158373473 -0.020022595757418948 0.002434230674868454 -0.017583015878248103 -0.02625734510883675 0.025366385416483502 0.0039718816965856035 -0.044127565012425353 0.0076407422681693876 0.074858787393324841 -0.0015246953186440258 -0.0065804100684354189 0.019091837818981695 -0.014693248570973524 0.05393433828201797 -0.015835591540132855 0.044232522525046308 -0.0055340698464963686
leaf_count=428 289498 3205 25 2520 91 465 81 124 701 93 163 663 11941 875 16767 1474 248 382 5580 255 12152 20 3606 695 587 1615 60 1037 141 6439
internal_value=0 0.0211279 -0.0858253 -0.161899 -0.322111 0.0881181 0.484743 0.0628616 0.162655 0.044034 0.695745 0.30391 0.0317296 -0.00375344 0.00441546 -0.06286 0.0511592 0.0596728 -0.0369717 -0.415663 0.0648827 0.118352 0.01887 -0.0642724 0.104551 -0.0903943 -0.0100156 -0.27383 -0.0177036 -0.0938325
internal_count=361931 72433 8131 5897 2692 2234 172 2209 1744 1457 287 756 64302 32589 31714 14317 17397 17149 12843 683 31713 14491 17222 2339 1282 5281 3666 1057 12160 6580
shrinkage=0.05


Tree=3860
num_leaves=31
num_cat=0
split_feature=50 56 1470 651 996 768 1442 845 53 900 775 560 424 66 973 940 1183 1388 0 1311 1191 1295 706 569 624 1313 638 970 1178 596
split_gain=11.7643 23.1228 16.4409 15.6807 15.2038 16.0024 16.6066 19.8939 17.7345 17.7261 16.998 16.0387 21.9501 20.681 15.0695 16.4175 16.5313 15.6921 16.1647 16.6238 18.5849 15.1559 16.8079 20.2827 18.3326 17.3247 16.5169 16.2107 18.1819 15.1757
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 1.1107569744011787 1.0565563832172893 1.2026019002871917 -0.66295959698510776 -0.43805262362545522 1.2912025798565661 -1.232828436339833 -0.26142356483651147 -1.2417883153586302 -0.54420481808055066 -1.0000000180025095e-35 2.0738439265874189 2.3907917078320593 -1.0295416576669603 0.039078649384787313 1.9677427488931023 1.0111129747318495 -0.4809794190882945 1.3006632214813958 0.54899766859441146 0.2572910069179874 0.37037858286272679 0.45473472896484018 -0.87056725558339731 -1.3127528845770156 -0.95022189624128084 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 11 -8 -9 -10 12 -5 -14 15 21 -17 -18 19 -19 -21 -3 23 24 25 -23 -25 -24 -29 -28
right_child=-2 14 3 4 -6 -7 8 9 10 -11 -12 -13 13 -15 -16 16 17 18 -20 20 -22 22 27 26 -26 -27 29 28 -30 -31
leaf_value=0.0072318003272947313 0.00033968003334177067 0.0010388920422275446 -0.0042809222488068991 -0.0257296569781022 -0.0157433704817166 0.018923331186373314 0.0021435434410854264 0.023938369582638057 -0.0025649085977572528 -0.03322910651839607 0.046046448696874111 -0.0021848497978418659 0.016485116313353722 0.18004268618981517 -0.0083698985631131245 0.013835383901338412 -0.024046412424553666 -0.0119290221984867 0.0817610223849317 0.13483284197274498 0.0085748959180867706 -0.007212724960747291 0.062727150659935296 -0.014889510244265217 -0.018217265132065851 0.013605893715131323 0.023996241999786908 -0.049406950631249058 -0.011508836679905932 0.0014072313734670504
leaf_count=1771 197382 76142 66145 36 664 890 2777 136 160 753 227 475 32 26 3499 434 1637 842 34 22 70 1691 36 369 1156 725 818 291 1907 784
internal_value=0 -0.0207446 -0.0611846 -0.0698996 0.0435459 0.0831856 0.0269424 -0.230431 0.10666 -0.502871 0.556538 0.151057 1.18376 2.20522 0.00119777 0.00648903 -0.202998 -0.297219 -0.0178059 -0.0984453 0.927514 0.011274 -0.0883162 -0.0247012 -0.126064 -0.0134138 0.166921 -0.277719 -0.307884 0.265302
internal_count=361931 164549 74092 72321 6176 5512 4622 1458 3164 889 387 569 94 58 90457 86958 3039 2605 968 934 92 83919 7777 5543 3572 2416 1971 2234 2198 1602
shrinkage=0.05


Tree=3861
num_leaves=31
num_cat=0
split_feature=51 1461 1459 1456 955 777 600 1450 1458 1309 559 143 565 766 1467 519 911 588 347 641 578 75 853 841 424 1318 701 641 375 1386
split_gain=11.5835 13.9989 18.4016 21.1982 21.4997 17.6568 17.2642 16.6601 21.202 16.9651 18.1886 15.8466 17.3482 14.8601 14.6494 14.2607 28.1665 23.7232 19.9304 21.1502 19.393 19.2383 19.1054 18.0582 17.7374 17.3919 16.7127 17.018 18.4145 16.9797
threshold=1.0111847875080273 3.9993613276323443 -0.27674264624793327 2.0994270724704638 -0.56067130660624642 -1.0600924349410172 1.9298763698135348 2.4758617057102774 1.0700626368922463 0.29878677988246938 -0.77137124023521297 0.33947174444484701 1.0344456043201571 -0.36755531748275772 2.6212945108504591 2.1420547332082829 0.98121470477716499 0.71188872395471614 1.5768363639844767 -0.91723116701906215 1.8517742352982574 3.4478650086593601 0.91359539958596292 2.5122659814280346 -1.3328799299452541 -0.56354962379529405 -0.76368734926069126 -0.50639157099114984 1.0591309280498242 -0.13950297988109431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 11 -5 -4 7 8 9 10 -7 12 -3 -13 -12 -1 17 18 20 -20 21 24 -18 -19 -17 -22 29 -28 -29 -26
right_child=-2 2 5 4 -6 6 -8 -9 -10 -11 14 13 -14 -15 -16 16 22 23 19 -21 25 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.00028537991363130391 -0.0019565802070916896 0.016385982906535174 0.063763600482973984 0.029131520581690884 -0.034125424828280425 -0.036298391912540209 0.035841012190459411 0.027388133708312751 -0.029625878189372457 0.016382026523965032 0.0031301064590805215 0.015370797748638813 -0.021631305571398401 0.051190412239534577 -0.078480685809165118 -0.018796888336990468 -0.0087448626084354938 0.011680473082903493 0.048178970151637475 -0.019628015865999181 0.0079773223447896623 -0.059414687236951792 0.0082261367160413532 0.071903268457947186 0.0054491976091366016 -0.027169479322410817 0.014420597567065808 0.0017509809059041148 0.017804166810630396 -0.014946955239279172
leaf_count=282562 54984 1000 40 84 236 234 115 154 417 374 593 255 170 236 32 378 3352 3304 57 733 263 64 939 49 1155 512 2897 4853 971 918
internal_value=0 0.0010039 0.127539 0.273332 -0.271619 -0.0190689 -0.0508481 -0.104525 -0.169749 -0.0288753 -0.207087 0.363448 0.223923 0.670074 -0.0101887 -0.000967132 0.0534632 0.0952429 0.0523044 -0.288128 0.0737044 0.0952473 -0.0987935 0.254259 0.101429 -0.276038 0.116828 0.156256 0.0891895 -0.064507
internal_count=361931 306947 3940 1981 320 1959 1919 1804 1650 1233 859 1661 1170 491 625 303007 20445 16154 12801 790 12011 11236 4291 3353 11172 775 10794 8721 5824 2073
shrinkage=0.05


Tree=3862
num_leaves=31
num_cat=0
split_feature=785 727 547 1367 1010 1449 208 981 829 127 1268 556 1173 269 1425 138 843 141 1322 632 87 484 70 1437 984 552 1109 1119 635 69
split_gain=11.4187 13.2856 13.2366 13.5341 15.573 18.3301 14.7204 15.2772 15.7805 14.5803 15.9944 15.7451 17.529 16.5782 14.5253 15.2593 14.032 14.8826 14.7966 14.1568 13.9078 16.2074 15.2815 16.3779 13.5886 13.5458 13.369 14.2141 13.8696 19.4629
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4078093546699517 1.0000000180025095e-35 1.9615424434015647 -0.27114888714012447 0.25853403917981171 1.3608075230447352 2.5746888521639471 0.72893521131757844 0.59885972643128371 -0.38026034963049421 0.69260094790369564 1.157225556610191 -0.49854827941355384 0.61057069640507688 2.1804652404920906 -0.025272617538690253 -1.1059475175816744 -0.10110387161424915 0.6901908776144553 1.938724540951269 0.11779485323228285 1.4266783389745494 0.68597144692723477 0.68382028483572566 1.6300738980494802 -0.81615964900883675 0.85283149959586979 2.1072785010434041
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 -6 26 8 16 10 25 -12 13 24 -14 -16 17 19 -19 -8 21 22 23 -11 -13 -3 28 -28 -5 -30
right_child=-2 2 -4 6 5 -7 7 -9 -10 20 11 12 14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0007526840015349642 -0.0004091254233200203 0.0036801344176809873 -0.0080479095624429644 0.014674449757944859 0.0030411536009621754 -0.065711824687043716 0.0035742544360719583 0.027951215948954014 -0.078813206938732949 -0.0022258101591001046 0.0088068625997038512 -0.0060768049876850777 -0.091101384286207066 0.067622272275268694 0.017030984286281907 -0.090238994838481704 -0.095066330943571697 -0.037595366523954871 0.013004095120642307 -0.025506147938732744 -0.040619341856364267 -0.074392386063344987 0.019861105407284634 -0.041016430921504803 -0.060763050726658378 0.017284346868093155 -0.094917105404279778 -0.0030811108845381239 0.0035333164913508098 -0.082996881556472613
leaf_count=12551 332372 2982 1040 5081 95 94 396 235 36 755 415 330 69 28 43 25 24 78 869 455 153 39 296 164 81 1290 23 521 1352 39
internal_value=0 0.0378123 0.0800695 0.096685 0.0245175 -0.599951 0.157337 -0.00895469 -0.0754925 0.0421793 0.0952098 -0.15757 -0.389526 -0.176876 -1.07645 -0.389665 -0.0464341 -0.0251234 0.172476 -0.239733 -0.158049 -0.0841257 -0.0394322 -0.179214 -0.295175 0.153494 0.210026 -0.143869 0.239636 0.0208777
internal_count=361931 29559 17008 15968 6859 189 9109 2093 1858 6670 5263 991 576 439 137 68 1822 1798 947 851 1407 1254 1215 919 411 4272 7016 544 6472 1391
shrinkage=0.05


Tree=3863
num_leaves=31
num_cat=0
split_feature=785 728 519 727 382 728 869 921 783 791 858 927 836 892 691 428 924 1452 1470 934 1108 1442 72 154 282 1249 768 1466 1469 50
split_gain=21.6939 16.4582 16.2744 22.8879 23.45 21.4211 25.9636 25.8486 43.856 22.0212 29.1866 24.9208 23.4726 23.3225 22.4818 21.843 20.9484 20.7745 36.8668 22.863 22.1815 24.7534 24.8527 24.3786 22.9054 21.1512 26.4238 20.7184 20.5132 20.4202
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 2.4283205456421384 1.0342428102238199 0.29073615932568342 -1.0211593192430943 1.8999064755685127 0.79547082264194502 1.3024667090820021 1.0000000180025095e-35 0.80365406586750676 0.536157752097289 0.37569894979647922 0.51907954840658321 -1.2721216621835043 1.3444391163374314 1.5980739895830169 -0.081864550713907927 1.4039267167446501 0.55630078546380823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 29 17 7 9 -9 -7 12 -12 13 14 15 -11 -8 19 28 25 -21 23 -23 24 -22 26 -2 -20 -19 -5
right_child=2 -3 3 4 -6 6 16 8 -10 10 11 -13 -14 -15 -16 -17 -18 18 27 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010772617414991365 9.6221718377986626e-05 6.2343547837543053e-05 -4.3651845835035306e-05 0.00012246027138811461 9.3337146850673458e-07 -4.7488065855391863e-05 -7.9763434508645347e-05 -1.3334563801116599e-06 0.0002233193969818888 -0.00022252470915424299 5.7071738879763264e-05 0.00031307150050585865 0.0017606075216613983 -0.00021591398069538049 -0.00011591641125871079 5.8322532872252923e-05 7.9793404848509737e-05 9.2088645235947208e-05 0.00089627889504375778 -7.8486995342070233e-05 0.00099950102131445549 -0.00028830244738569874 0.0002863678863752791 -0.00018089249450457072 0.00025238307626270173 -0.00015263678111495244 -0.00018546222958177433 -0.00089144497816766397 -0.00075996797196401368 0.00041085593401339452
leaf_count=3396 18316 26163 9447 5115 5700 98610 79939 18652 5059 2229 9918 2066 33 4231 8463 17146 5325 8923 313 21431 261 1288 520 741 2256 2809 2038 52 235 1256
internal_value=0 0.0459697 -0.0171838 0.0391061 0.0970392 -0.0220951 -0.0323732 -0.0164091 0.0518464 -0.0289884 0.0155521 0.109508 -0.0246532 -0.0270361 -0.00469661 0.036183 -0.070432 0.0163979 0.109856 -0.00308336 -0.04924 0.0940639 -0.116625 0.226228 0.334877 0.049377 0.0727164 0.764147 0.0812279 0.184487
internal_count=361931 29559 332372 21518 12071 310854 251671 166407 23711 142696 44086 11984 32102 32069 27838 19375 85264 59183 9523 49660 26497 5066 1808 3258 2517 23163 20354 365 9158 6371
shrinkage=0.000980392


Tree=3864
num_leaves=31
num_cat=0
split_feature=60 1450 493 647 292 1255 1096 415 638 278 1188 1039 282 1308 905 951 789 697 148 1107 309 11 1393 1106 287 213 1031 447 17 464
split_gain=11.3375 16.0567 19.9371 22.2935 19.6105 17.1162 16.7038 17.4962 18.7494 17.8164 17.414 18.2699 19.569 17.0138 19.8016 17.3134 21.4949 20.1931 16.8916 17.9358 16.3508 16.908 18.3535 16.2097 17.1434 16.4301 15.9325 15.7643 15.3986 16.5282
threshold=1.0000000180025095e-35 1.9280150050707487 0.31924691776856334 2.9720802297295532 -1.5146726449237742 1.6849017852079984 1.3185420132932633 0.48402431036118504 2.9936453447195626 -0.64008567058159715 0.7172414284941927 -0.81732654005411909 0.37457261272110592 0.96721699165429253 0.50788306067979583 1.0000000180025095e-35 1.0000000180025095e-35 1.8266976228282321 0.47813334063175977 -0.65984671442772258 0.6142037854323662 -0.20254272511266302 -1.0032482434787326 1.5808951662601385 0.35788151126888629 0.21659067383625244 1.6568736917453439 0.59972846529787971 -1.3664894130186465 1.6531610034819855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 5 -3 -4 7 9 -9 -2 11 13 -13 15 -15 17 18 -11 -17 -20 28 -22 -23 -14 25 -25 -19 -18 -12 -30
right_child=1 2 3 -5 -6 -7 -8 8 -10 10 20 12 23 14 -16 16 27 26 19 -21 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=4.0193136032583818e-05 -0.006232401135326724 0.026917048144241142 -0.004890034022109066 0.11726829511304887 -0.024606315764171008 0.069898922837143898 0.0050126441276512456 -0.0080076583250531935 0.073618225449661123 0.020715051534415746 0.051726618997669775 0.00011639049472212606 -0.012577233105385378 0.0030760499729839456 -0.044078422751045725 0.0039621529622445939 -0.030515676012623668 0.12817251100234905 -0.021470086168992281 0.060690180777066574 -0.02171180199798891 0.071497036021372293 0.0014038854136623315 0.011431518985472891 -0.011129889767021166 0.094157777947637952 -0.028373353252488659 0.025329733158685159 0.011990639584377662 -0.02555172022827322
leaf_count=313675 9247 115 745 23 1422 43 6028 10352 47 883 111 8466 4175 516 177 580 343 44 56 139 547 60 636 74 171 51 22 77 2943 163
internal_value=0 -0.0415421 -0.242145 0.0749926 -0.408545 -0.00053333 -0.0302805 -0.0492954 -0.151318 -0.0201004 0.0172128 -0.0231686 -0.0640234 0.151568 -0.182096 0.256709 0.0677178 0.505126 0.304369 0.858114 0.145334 -0.0905587 0.137864 -0.20621 0.33556 0.938253 1.90047 -0.365966 0.231266 0.198843
internal_count=361931 48256 2348 811 1537 788 45908 39880 10399 29481 20234 15774 12937 2837 693 2144 1195 949 775 195 4460 1243 696 4471 296 125 66 420 3217 3106
shrinkage=0.05


Tree=3865
num_leaves=31
num_cat=0
split_feature=21 1186 119 703 407 690 561 1312 959 1181 1323 567 1262 981 67 837 207 841 430 705 418 693 417 809 710 694 694 635 210 166
split_gain=11.3805 11.9631 14.6027 13.0062 12.0369 12.8379 11.7729 20.9966 18.9271 20.1921 20.889 19.3962 24.5644 19.9293 19.3998 19.2958 19.0935 18.382 19.497 23.5292 17.5638 17.3996 17.289 24.4514 19.6413 30.6764 19.1606 19.0318 21.5428 18.2844
threshold=-3.2545899522946695 -0.73614743021240414 0.56114696576568235 -1.341024582220359 0.23418493143581962 -0.082001827740007374 0.23497785287295059 0.35015719381843119 -1.2907225086880219 1.0901645027037283 -1.2651874876972371 -0.053810745209331094 -0.32839498175186282 0.27311169906081739 2.7961564256327445 2.1910555521825388 -0.15715945356983615 -1.5544392322365048 0.44250477048146497 0.92434921184665153 1.7724915768289919 1.4347584712851202 0.072075801812257659 2.6372809947782678 2.0990458417769733 1.3473987468239537 -0.93583595158838884 0.6272977314300564 -0.87990543109024466 0.34407678133923819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 7 8 9 21 -11 16 14 -14 -13 -15 -12 -18 -19 -20 -8 -2 -10 24 -24 27 -25 28 -26 -27
right_child=6 2 4 -5 -6 -7 20 -9 22 10 11 12 13 15 -16 -17 17 18 19 -21 -22 -23 23 26 25 29 -28 -29 -30 -31
leaf_value=0.047051887500109239 -0.0047160242836530378 0.028654942808680996 0.041208320794328818 -0.045018151811553539 -0.078131572452985742 -0.050264264526829139 -0.00090945216046167503 -0.0018057460496493254 0.00021219742017843354 -0.019592562366609695 0.02137590820190724 -0.015641212801690327 0.0035843079520095807 0.053334894700745719 0.043268886883163687 -0.068570411305808654 -0.038748461440361065 -0.0023477557021563417 0.041870365472646422 -0.070319261131084027 -0.0080966461167696069 0.0055823525373555859 0.0025506285046461383 -0.028886271186256557 -0.011085867497515244 -0.002159499186683388 -0.0035200921665664697 -0.004292867968366732 0.038416629199815727 0.017824172701980192
leaf_count=26 24431 508 44 79 29 30 113010 58543 85779 574 1521 1309 913 195 61 26 153 835 240 28 7296 2739 57950 443 120 1744 1655 191 710 749
internal_value=0 0.283084 0.404719 -0.429131 -0.330557 0.113969 -0.00429963 0.00468226 0.0162243 -0.039595 0.0839268 0.125593 -0.0281919 0.231671 -0.241016 0.85458 0.25577 0.043898 0.139456 0.636643 -0.024713 -0.0712086 0.02598 0.0528645 0.0609846 0.215211 -0.174801 0.510604 0.642502 0.0813164
internal_count=361931 716 611 105 103 74 361215 240909 182366 33025 5855 5281 2504 1134 1370 221 2777 1256 1103 268 120306 27170 149341 63562 61464 3514 2098 1021 830 2493
shrinkage=0.05


Tree=3866
num_leaves=31
num_cat=0
split_feature=652 1107 223 779 1184 1389 158 361 582 1367 277 1361 1469 354 1172 635 1368 898 905 216 1055 8 831 904 503 357 70 10 491 648
split_gain=11.2561 16.4765 19.0834 17.1912 18.4665 19.2232 16.6598 19.4893 16.607 18.9921 19.3779 18.2506 17.8068 17.3109 18.666 18.0155 16.9703 19.6804 17.7421 17.3435 16.8467 25.147 16.7858 19.5001 19.2593 18.4262 19.2567 17.264 19.3092 16.7169
threshold=-0.55024281929118113 2.236363792390887 -0.83266978875510245 3.7087191017846313 1.7894643924503619 -0.68437357403006671 1.6738977540976452 1.0399200191903779 1.0844420916666788 1.0000000180025095e-35 2.5833172578372339 1.0000000180025095e-35 -1.3381350792132791 2.2218191738845765 -0.38813303184044273 -0.48426155453002445 0.70892277612114496 -0.99100481492842296 1.0032378927899785 -1.080494495193548 -0.91544119023349679 1.0000000180025095e-35 0.85134370995411024 0.49791178089858773 -0.41453963410269451 -1.4378791651883722 -0.81323010880425051 -0.79038788667237037 -0.6924670513425194 0.36290967392287965
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 8 5 -5 7 -3 9 10 11 16 13 14 15 -11 -1 -18 20 -20 21 -19 25 -24 27 -14 -27 28 -25 -10
right_child=-2 2 -4 4 -6 -7 -8 -9 29 12 -12 -13 22 -15 -16 -17 17 18 19 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0012562967393097485 -0.00065059587690923263 -0.022188748694853121 0.013148324501931444 0.037975341232496768 -0.058050035291875947 0.0057060338815712935 0.057319186008200101 0.036837985749022778 -0.0063153076779560464 0.05449948199620485 -0.020181868632716336 0.0012607748575192037 -0.021191391904252611 0.062605848016731636 -0.042916596112024058 -0.023842830942308997 -0.044884319630190295 0.046797847246499401 -0.086979571962464267 0.03153768327718897 -0.011802857296038019 -0.017179125146872209 0.0089179264616243183 0.042447104237967964 -0.011734691375385908 0.0072445464605055748 0.00066072041628518628 0.016088719567562589 -0.033543403251220905 0.0020781517508584738
leaf_count=15026 246337 542 2357 340 77 667 47 71 8367 46 980 23534 619 22 245 82 218 188 23 218 4808 186 7827 57 1384 6494 35877 781 202 4309
internal_value=0 0.0148966 0.175415 0.0102143 0.299458 0.361586 -0.175386 -0.27695 0.00742397 0.0179509 -0.020094 -0.0135116 0.0449441 -0.392597 -0.506726 0.10888 -0.0759632 -0.191538 -0.159952 0.453602 -0.19419 0.308838 0.0487061 0.127598 -0.0506568 0.0288689 0.033618 0.168424 -0.347814 -0.0673528
internal_count=361931 115594 3017 112577 1084 1007 660 613 111493 98817 45181 44201 53636 395 373 128 20667 5641 5423 241 5182 374 53241 10251 2424 42990 42371 1040 259 12676
shrinkage=0.05


Tree=3867
num_leaves=31
num_cat=0
split_feature=728 557 961 744 1431 569 691 840 1175 192 208 705 264 292 1363 291 503 776 552 1394 205 1355 705 979 801 1048 1124 901 630 588
split_gain=18.7996 18.2693 18.4052 18.2675 17.1478 17.0224 19.8333 18.0102 17.8407 19.4747 18.9898 17.4904 17.266 22.2241 16.7821 17.7162 17.0506 17.0484 21.147 16.7756 17.1552 21.7492 16.6601 16.403 16.3801 17.0225 19.7376 19.9293 20.4993 18.2777
threshold=1.0000000180025095e-35 -0.70530571838800626 2.7378363749037904 1.3025484894158337 1.0099929608726099 -0.1592425257852644 -0.3266635670241857 -1.1285860079587164 1.8192704358645106 1.2122121776540187 -0.34818613693989714 -2.5576305468536549 1.0000000180025095e-35 0.8840917103165109 1.0000000180025095e-35 -0.20563718836512601 1.2631202419004701 -1.3610102861209687 -1.5739352603052976 -1.508536896430843 0.29618208039736865 1.8622484740039453 0.34616069102925734 1.1762714429076768 1.0000000180025095e-35 0.76867805297078784 2.3393983694233418 1.3216789599376626 0.62967617047004842 0.71188872395471614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 4 -2 -3 6 7 11 9 12 -11 -4 -8 -14 15 16 19 18 22 -1 23 -22 -18 -21 -5 26 27 28 -26 -27
right_child=3 2 5 24 -6 -7 8 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20 20 21 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.00029474703648184038 -0.00010275135595957449 -3.0696431000219874e-05 -0.00084342683788232969 0.00010344281297538828 -9.5494955939633919e-05 -0.00028402568071730498 0.00022574762703946239 -0.00036574784280319212 -0.00053940182868048654 -0.00041090812306857316 0.0015101248187415958 0.00025366481792412742 -0.0002992829078209599 0.00046615018263967007 -0.00015944123587291765 -0.00011582091374109455 -0.0012056579189091085 -0.0002757924348456389 0.00073946755116647384 -1.3919998009228924e-05 9.6275816487562425e-05 0.00090890897462484323 0.0011172780577408832 -0.00022851367409014521 -9.4437283678151299e-05 -0.00020491009890967945 -0.0010885114458358885 0.00052943138464310363 0.00029296713886662619 -0.0010358717742187243
leaf_count=1082 98011 158872 114 4075 26052 3799 1481 1892 316 49 91 571 1241 279 15113 20292 78 2571 190 13918 2323 141 21 2355 4321 1283 100 338 815 147
internal_value=0 -0.0536328 -0.0437158 -0.0922544 -0.0392781 -0.151296 -0.0707713 -0.240485 0.0502607 0.102978 0.97894 0.0974875 0.0600687 -0.145323 -0.0915006 -0.0681319 -0.0215128 -0.208438 0.330485 0.00167996 -0.0143576 0.15179 -0.634599 -0.0454513 -0.00669782 -0.073774 -0.0179003 -0.0013213 -0.035614 -0.297447
internal_count=361931 252841 194757 109090 184924 9833 6034 2577 3457 3141 140 685 3001 1520 58084 42971 22679 2860 289 19819 18737 2464 99 16273 11079 7004 5574 5474 5136 1430
shrinkage=0.000980392


Tree=3868
num_leaves=31
num_cat=0
split_feature=1249 1395 286 1154 841 268 83 1382 6 1051 557 1061 209 277 227 1174 1387 431 8 418 914 832 1422 634 491 1028 824 1112 216 1004
split_gain=11.2141 21.0992 19.6334 20.4657 19.2114 18.5833 22.7842 18.7822 18.0748 19.5445 19.1256 16.9979 18.4548 16.8583 19.5312 20.3856 17.6659 22.0846 17.2339 17.2009 18.457 17.9955 16.8345 17.53 16.8078 19.0042 18.521 16.6478 22.7723 20.0728
threshold=1.114661098786528 -1.8051517084693585 -0.45774981075497406 1.0000000180025095e-35 1.2665272034353452 1.0000000180025095e-35 2.1827992373410878 0.73678863213965184 -1.1068529094514346 1.0894451286915441 2.7684235335845138 -0.87357009987099121 0.22544705337143342 -0.063140721428366034 0.96080576475313773 0.19391161300063303 0.5751288109174395 -0.6741659480179848 1.4881323217392313 -0.73073995211979914 2.4975337861131606 -0.64781321679520776 1.0000000180025095e-35 1.79016402457929 -1.2387513023354306 -1.271019091203941 0.75611995916372343 -0.14927161507930428 2.2456438047559524 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 11 9 -9 -10 12 -3 14 15 16 -7 -18 -17 24 -21 -22 23 -5 -15 -26 -27 28 -6 -30
right_child=1 4 3 22 27 13 -8 8 10 -11 -12 -13 -14 19 -16 18 17 -19 -20 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=2.85397556280895e-05 -0.0057210013345566982 -0.00063882712691355412 -0.00082990934000299471 0.016518342810084869 -0.022424420453472413 -0.0058759542590505701 0.017819296112275874 -0.025453362532857033 0.0067567660920599256 0.038460300328631326 0.054756588728773883 -0.0032890502959676752 0.02829962173861272 -0.021131669876592676 -0.020361619365400426 0.0077915775082417864 0.0028278675110452742 -0.032646386472699192 -0.031354869111275149 -0.004632267020836257 -0.024309041576308907 0.057783095948966218 0.063774461721672032 0.10861505140847255 -0.0032576721367500784 0.014092702357759349 0.052770082839648236 -0.0042501440191832635 0.075736333424400032 -0.051573810193096009
leaf_count=309525 783 796 683 523 1919 4518 883 554 4918 90 110 18273 478 303 2017 2394 388 1038 204 6777 79 157 152 26 521 487 265 2969 66 35
internal_value=0 -0.0391183 0.213599 0.402117 -0.0493602 -0.032699 0.00906422 -0.00641407 0.114556 -0.309937 0.158225 -0.0446813 0.21668 -0.0959263 -0.162645 -0.113035 -0.188259 -0.444198 0.0894759 -0.00566617 -0.0664317 0.676489 0.644537 0.435591 0.232247 0.338275 0.564388 -0.196542 -0.383892 0.801883
internal_count=361931 52406 2167 1384 50239 45250 26102 25219 5672 644 5028 19547 1274 19148 10559 8542 5944 1426 2598 8589 7013 236 701 549 1576 1273 752 4989 2020 101
shrinkage=0.05


Tree=3869
num_leaves=31
num_cat=0
split_feature=614 1373 1030 705 294 993 1461 1077 1370 21 87 1456 1177 1456 760 974 738 1461 5 225 289 698 4 785 21 1458 1456 1096 1026 613
split_gain=26.509 27.9395 30.4528 26.3256 24.8733 24.6078 24.3449 23.1981 22.0383 21.9983 23.8511 21.0614 26.044 23.1112 21.4298 23.6141 20.5084 20.4052 19.2595 19.287 26.58 21.0807 22.4267 19.2176 21.3265 25.1155 28.4826 28.1411 26.0615 25.7994
threshold=-1.0625654336828987 -1.2601938093385081 0.99422031274767553 1.3183739815888758 1.1887139829833562 -0.89727091510114898 1.5692664354072514 1.4357019976763823 0.70223084764880606 -0.70163543588998201 1.1241425661438782 1.0000000180025095e-35 1.330258535826035 1.5571501639310992 -0.97425371435744701 -0.16583582456836196 1.0000000180025095e-35 3.8316248741925851 -0.11152066290175734 1.0275645940995326 0.52653627105811529 0.47597130149650119 -0.99069998544990712 -0.86283290253235112 -0.13431221002227373 -0.60823821293043034 1.1604337237420581 1.3185420132932633 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 8 3 23 6 -5 -4 9 11 16 -11 12 -2 -13 -14 -16 18 -18 19 21 -21 -1 -23 -3 25 27 28 -25 -27 -28
right_child=1 2 4 5 -6 -7 -8 -9 -10 10 -12 13 14 -15 15 -17 17 -19 -20 20 -22 22 -24 24 -26 26 29 -29 -30 -31
leaf_value=-3.6607417260958916e-05 2.7914445135628767e-05 6.4978113686173174e-05 -6.780809128685401e-05 0.00032189878821875376 -0.00026053856587446707 6.2586916515108978e-05 0.00020812642126790209 7.5479350970433868e-05 -0.00015936960514856949 -8.4261006403579068e-05 -0.00026945796468376778 -0.00028694702716242093 0.00023934881056567996 2.6907184896092125e-05 -0.00052192955831662532 -7.285051066103117e-05 -0.00014480433064637503 0.00073443612113190592 -6.4155793631202489e-05 0.00010144853615785773 0.00069431315953669386 0.00059596649415277032 0.00010048245482803257 7.4658367305870902e-05 -2.507556122230457e-05 -5.5055685239901747e-07 1.3285616790431166e-05 0.00040244314159694597 -0.00018770748289564012 0.00029982818064662182
leaf_count=7983 20648 20185 24950 1839 4351 13366 1827 7698 12543 44424 5908 4218 526 2198 1668 1434 8738 118 10617 1909 626 525 2610 13393 98807 36858 3255 1314 4856 2539
internal_value=0 -0.00789445 0.0011182 0.0101023 -0.073843 0.0969008 -0.0470606 -0.0580503 -0.0674381 -0.0710528 -0.104901 -0.0335867 -0.00252417 -0.167906 -0.207464 -0.295565 -0.0171253 -0.128609 0.0224582 0.0863469 0.309808 0.0428886 0.200921 0.0025911 -0.00552855 0.0267443 0.00224459 0.107911 -0.0183075 0.145094
internal_count=361931 270775 227540 196412 31128 15205 26777 91156 43235 83458 50332 30692 24276 6416 3628 3102 33126 8856 24270 13653 2535 11118 3135 181207 161022 62215 47508 14707 41714 5794
shrinkage=0.000980392


Tree=3870
num_leaves=31
num_cat=0
split_feature=859 789 1470 561 669 155 207 347 401 701 418 284 1469 130 886 914 1184 639 766 729 1133 1034 213 986 1040 212 697 900 710 1307
split_gain=11.2331 20.6484 19.0382 20.1284 18.3726 22.0246 18.1841 18.7671 17.7243 22.2349 21.2263 24.749 20.8988 20.6574 23.8443 18.0662 18.0104 18.5813 20.1305 18.5244 22.1113 17.9073 17.7699 17.9136 20.2404 19.818 17.6427 17.6228 18.7921 19.7672
threshold=-0.54135187694831066 1.1248358748350926 -1.3545928909252491 2.2678428879541541 3.5848725730164062 1.9135609105859426 0.42166060563967284 1.1364274610922813 0.66778437295061321 -1.7736892129293305 -0.44161290622297827 2.0474105204368382 1.5966972016828689 1.0000000180025095e-35 -0.56028990723182226 0.1613711991213766 -0.53066036875569089 1.0000000180025095e-35 1.339173697658212 0.75637635299260908 0.39402636846919159 0.71742563768805134 1.919215322411197 -0.67229218953540626 -0.34355391874773439 -0.36021647096201992 1.5573785424916735 1.7837725633445303 1.2425940506261739 0.75817053060304118
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 -6 -8 9 10 -4 -12 13 21 -15 -13 17 -11 -19 27 -21 -10 -22 -24 25 -25 -14 -18 -29 -30
right_child=-2 -3 3 -5 5 -7 7 -9 12 16 11 15 26 14 -16 -17 19 18 -20 20 22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.010552817859924029 -0.00069893536230211282 -0.0036918006775892007 0.0017559407905613765 -0.0083662635818419883 -0.030230114359061658 0.078409560447008642 -0.0027037616785311183 0.10674778010181447 0.010568142141982715 0.00061902019305059717 -0.024769398587573585 -0.005340749111671597 -0.011019578048744753 0.0089966051254501671 -0.0078842022286101862 0.10387902534009597 0.0030795105120356228 -0.0050417904302764299 -0.029562832781249184 0.0012777877025356671 -0.011473095075869293 -0.0012211976817333645 -0.056318763135430355 0.20104891377684658 0.014008834899609777 0.041405989224367723 0.040959166573788452 0.015205651182612336 -0.029241224585550299 0.03662179940802511
leaf_count=1566 244749 12559 1145 3259 781 33 207 21 8795 16075 1503 42 1277 1673 2340 24 36360 6356 820 13706 3882 1786 33 21 93 25 80 2418 225 77
internal_value=0 0.0139057 0.0246519 0.0287919 0.034145 -0.313408 -0.390993 0.196516 0.0369774 0.0220744 -0.200765 -0.407721 0.10122 0.124403 -0.0092753 0.811185 0.0287145 -0.0300389 -0.144015 0.0497222 -0.0182154 0.172707 -0.191077 0.592948 0.971005 2.26789 -0.157394 0.0750897 0.241891 -0.273515
internal_count=361931 117182 104623 103057 99798 1042 1009 228 98756 82805 2714 1569 15951 14594 4013 66 80091 23251 7176 56840 17760 10581 4054 172 139 46 1357 39080 2720 302
shrinkage=0.05


Tree=3871
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1022 1016 346 1249 1040 678 759 834 1002 209 785 353 705 902 84 762 421 69 982 691 570 1421 82
split_gain=21.6631 18.1213 18.7362 19.6056 20.6245 18.6299 41.5105 18.1425 19.9257 20.4591 20.7136 25.2822 18.8803 19.0993 18.594 18.0891 20.3043 17.8722 19.4985 17.9074 25.7501 22.4048 19.1051 18.3333 18.6052 17.7766 18.8394 17.6893 18.331 17.938
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 6.0948733974029876 2.7993186572179827 2.0780443506202029 0.69854289147193727 0.23696906566319156 2.9970139449733542 2.5458802938288509 0.67165941385979033 -0.17208775008344115 1.8402104591567701 -0.18926972874738129 1.3590060948902039 0.19577131400281358 0.51333401215625141 -0.25709740067490466 -0.4998781572545779 1.0107116206971127 1.1252722468158061
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 25 6 -3 8 9 10 11 14 13 -13 -2 -6 -17 -9 19 21 -21 22 23 24 -19 26 -5 28 29 -7
right_child=1 5 3 4 15 27 -8 17 -10 -11 -12 12 -14 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.337033177517454e-05 -0.00032537560193456787 -4.7086802335561958e-05 9.5810651219193539e-06 -0.00026707638741171722 0.00022442019081162889 3.0607719719104423e-05 0.00037486633549821142 -6.4470230386821031e-06 -1.7497986366587534e-05 -0.00018476597028992229 -0.00019680139270528653 -1.8097097210389051e-06 0.00081137027173221936 0.00072584387442084465 0.00089103277890087234 -0.00039722683933697398 0.00020710435644426365 0.00015853013017778832 0.0012161468410885005 1.5740340782434767e-05 0.00055246488766991426 -0.00096666822424563796 0.00038871813858314401 -0.00071076445936777972 -0.00031511550886448032 -0.00065058992534301481 0.00030218043115818829 -8.4702228682146261e-05 -0.00021959491783161273 -0.00015425142409479918
leaf_count=29559 2747 4821 34551 557 5339 25466 1384 98491 45923 14802 6707 16704 102 210 95 480 482 1318 66 822 763 110 542 259 630 265 472 61493 2973 3798
internal_value=0 -0.0188581 -0.00876978 0.0328651 0.130595 -0.0493492 0.076407 -0.018936 -0.0465373 -0.0952231 -0.0537389 -0.0152461 0.0173714 0.00835833 -0.282431 0.18012 -0.087274 -0.000460982 0.136674 0.117257 0.296278 0.00537339 0.0464493 -0.0568609 0.0104084 -0.120217 -0.000731591 -0.0594644 -0.0110099 0.00676345
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 41367 26565 19858 17016 16914 2842 6301 962 103001 4510 4444 1585 2859 2749 2207 1948 1294 1029 93730 32237 29264
shrinkage=0.000980392


Tree=3872
num_leaves=31
num_cat=0
split_feature=785 1431 655 422 21 631 974 574 1469 1452 1460 1452 1450 1451 1452 12 1250 1452 1455 21 1450 1465 1450 1464 1467 388 1450 1451 1470 261
split_gain=23.9734 18.5972 18.1356 23.2908 17.7546 23.9599 32.2239 22.722 22.254 24.5213 30.133 29.2941 29.1868 29.5819 26.1473 25.4176 24.4517 25.0131 23.5337 21.3415 25.9506 27.6854 26.9101 31.1108 24.29 21.9398 21.7665 35.6876 21.7593 22.6425
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.95426889869109321 1.8229608862289897 -0.13431221002227373 -0.61002941571731462 -1.0680568863165696 -0.71454879228704005 -1.1256941366283033 -0.58911782507014421 0.099810043912261961 -0.61337927203742115 -0.63519183715382532 -0.44322419471286412 2.3445682831865544 0.25965998720405231 -1.619009866810974 0.90005214643023135 0.93792226267099765 -0.51252769393407926 0.23668915925375497 1.0472234028739933 -0.052814238061147031 2.177892488217096 -0.16358259194721031 2.3609703674020031 0.33430075800939679 0.99056351808123821 -0.33355663513611272 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 -6 -7 -8 16 11 -11 19 13 -12 18 -13 -2 -18 -14 20 21 22 -10 -24 -22 26 27 -21 -27 -30
right_child=1 2 -4 -5 5 6 7 -9 9 10 12 15 14 -15 -16 -17 17 -19 -20 25 24 -23 23 -25 -26 28 -28 -29 29 -31
leaf_value=4.368206523111373e-05 -0.00031423420169635139 -0.00023488890547351848 -3.9212510409464948e-05 0.00045690536373752075 1.5594697309979005e-05 -0.00026505173342075916 5.2914648819497852e-05 -6.0817278928176994e-05 0.00013826607459512232 -5.6340686924431534e-05 0.00017419272886863677 0.00019927928754059375 8.9294207563810353e-05 -0.0002576701974215646 -0.00036810539798712787 0.00090406130941468458 5.6708298441839119e-05 0.00026575484819192104 0.00036303277702770607 -0.00023416267127964228 -0.00034196597635374943 -0.00030949007681970662 0.00052423427087296343 -0.001399423609168883 7.1071943864596803e-05 -0.00012407138913533687 0.00010342226434730807 0.0006331540410929006 0.0022713572677344842 0.00018699525404376752
leaf_count=29559 792 6309 122680 295 36512 4282 10427 52691 6538 48551 1194 956 10254 2666 537 314 10099 3256 1716 4055 1266 699 1409 54 2276 131 2045 224 72 72
internal_value=0 -0.0217414 -0.0458705 -0.194789 -0.00869671 -0.0285729 -0.054605 -0.0431626 0.0145949 -0.00163878 -0.0251357 0.0698188 0.0596641 -0.120092 0.113186 0.404294 0.0922267 0.111625 0.136076 0.0455842 0.10497 0.173803 0.21026 0.479478 -0.0692109 -0.0610612 -0.0854085 -0.183089 0.686568 1.39053
internal_count=361931 332372 129284 6604 203088 103912 67400 63118 99176 85029 64918 20111 16367 3860 12507 1270 14147 13355 11970 18841 12242 8700 8001 1463 3542 6599 6324 4279 275 144
shrinkage=0.000980392


Tree=3873
num_leaves=31
num_cat=0
split_feature=146 270 1252 692 1466 1187 1092 1119 1459 969 1119 638 690 752 417 1235 848 915 1122 1254 1329 357 211 1182 1396 555 986 125 188 1384
split_gain=11.3014 18.5643 14.7397 16.6103 24.0415 15.8961 17.2997 17.8467 14.9755 17.6836 15.3907 14.0863 13.2393 14.1627 19.5916 28.3951 22.583 20.4604 15.822 15.2302 15.0625 15.1343 14.5006 14.127 16.2737 13.5391 13.7613 13.1776 26.8934 19.9442
threshold=2.0556245044164494 -0.35445085704501039 0.74719514411838472 -0.35306950171048873 1.6394897097726615 0.95424571887718879 -0.92457298990731662 -1.1118104265605402 0.4112809844690079 -0.71374684242970776 -0.47282326217460041 0.10430829768938123 -0.45045116944764579 -0.45388603942719924 -0.33135357810359994 -0.64316232591501354 1.2422751087197745 -0.18560358585770834 -0.27939851602162236 -0.72920683208792847 0.66694202729406538 -1.2525786051909154 0.17718561906378602 1.6723255698275039 1.5642809257335828 2.6472503504579001 1.3431554461256161 1.0000000180025095e-35 1.0000000180025095e-35 -0.55632809899443869
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 -2 12 4 -4 6 -5 -8 9 10 -9 -7 25 14 15 16 17 22 19 -17 21 -15 -14 24 -16 26 -3 28 -1 -30
right_child=1 2 3 5 -6 11 7 8 -10 -11 -12 -13 13 20 23 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.003449794783781223 -0.0013553715198316692 -0.0038230308952263434 -0.030079760871989075 -0.039785979594271798 0.044748170436349981 -0.0017257549399209188 -0.042687504350643363 0.12992257379005465 0.052384539190701941 0.0019274398236438816 0.029171208932128403 -0.07086287742428507 0.074280177371304795 0.093002651616189286 -0.0035147900128877892 0.080202348939158508 0.12923401263620468 -0.024104572199318643 -0.047757330669842557 -0.0069865226884836601 -0.010049001464511962 0.019856565491013403 0.0029909506639405814 -0.044951698985747829 0.051233585463902609 0.05733597916347264 0.029400670168525836 0.00021830576356433602 0.0023379843767117646 -0.0013944688762683882
leaf_count=74219 6444 1485 506 82 50 94 72 21 134 360 75 61 122 28 920 28 39 81 93 95 201 1848 60 116 60 43 171 191071 29397 53955
internal_value=0 0.0579307 0.136928 -0.068022 -0.407836 0.105396 0.237679 0.345809 0.451962 0.256729 1.0925 -0.538503 0.187129 0.258285 0.0937575 0.476562 0.957056 0.696581 -0.15236 0.331935 0.36601 0.421023 1.07461 -0.0681085 0.00839968 0.0254417 -0.00889454 -0.00743818 -0.0255622 -7.53362e-05
internal_count=361931 13289 6845 1455 556 899 744 662 590 456 96 155 5390 3691 1614 518 302 263 216 123 2077 1876 182 1096 980 1699 1656 348642 157571 83352
shrinkage=0.05


Tree=3874
num_leaves=31
num_cat=0
split_feature=785 21 705 787 845 747 21 1442 497 899 563 534 1470 920 885 779 584 401 558 1466 1469 1466 1466 21 1453 1466 1458 1466 1452 1458
split_gain=11.3224 12.9914 18.1175 20.5842 18.832 22.4083 25.2431 25.0146 22.3158 19.8617 18.8063 18.6703 21.0268 19.4777 18.513 18.4717 18.924 17.941 17.2572 17.0957 41.0844 28.4592 53.66 31.865 31.151 29.4796 25.4247 37.5309 52.4946 38.8582
threshold=-0.86283290253235112 -0.70163543588998201 0.86867179873090239 3.2988937621060916 -0.22570066685563409 2.2668746584208797 1.0000000180025095e-35 -1.2625182715263061 2.2206245932530155 -0.041347081793662213 1.6297565293278022 1.0000000180025095e-35 2.2722540408353908 -0.83967173534858641 5.4658443334279108 -0.21839080793392354 1.4086671172914658 1.6561475724042281 -1.2992150648247931 0.27725162624946764 1.510147188037138 0.048793375953514358 0.041666216359983001 -0.89074317784588486 0.47485221662462634 -0.035273251782798838 0.17742896962817614 -0.28630806504872541 -0.34710568059079999 0.33493849984939089
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 14 4 5 7 9 -4 10 -7 -6 13 15 -9 -3 18 -17 -18 -13 21 -21 22 25 -23 -24 26 -2 -28 -29 -30
right_child=1 2 3 -5 8 6 -8 11 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20 20 -22 23 24 -25 -26 -27 27 28 29 -31
leaf_value=0.0018596853151428086 -0.0014235601587428929 -0.0014962292325642914 -0.0057157604637905557 -0.014237722590532565 -0.0028892343012094507 0.037180623008678533 -0.014182055032147894 0.014385349015649827 0.012069266193117628 -0.0061800502318685594 0.010904617746372329 -0.035126892445620145 -0.021996733363320701 0.0019162316461419024 0.023394506187199234 0.021704947412168843 -0.0094466580150955881 0.060582539046958109 0.0074282011077364167 0.0026513908078039158 0.03316169794830813 -0.015557681633654423 0.0046638070565814468 0.0037817014758062331 0.045910851437982909 -0.014997419045165114 0.0022279543869617247 -0.0065079521027403336 0.0024206567156283237 0.04732282915928214
leaf_count=29559 38503 187602 3546 1269 21362 200 1662 1569 1324 259 1325 163 252 14101 287 2385 486 39 3533 25087 597 3987 455 1946 465 2162 16044 781 343 638
internal_value=0 -0.00863334 -0.0172663 0.018644 0.0250239 0.0629521 -0.151583 0.0809595 -0.0226482 0.273985 -0.0409627 0.104898 0.201393 0.0643085 -0.028799 0.224622 0.355492 -0.0444682 0.120998 0.0171324 0.0683265 -0.00564986 0.011146 -0.172692 0.544658 0.00023357 0.0111064 0.084806 0.391009 0.675715
internal_count=361931 332372 241364 53475 52206 28195 2121 26074 24011 459 22687 22528 6858 15670 187889 6606 2910 525 3696 91008 25684 65324 59391 5933 920 58471 56309 17806 1762 981
shrinkage=0.05


Tree=3875
num_leaves=31
num_cat=0
split_feature=785 332 395 540 1450 1450 1464 296 203 789 1356 714 527 1037 864 1245 1449 1430 71 283 633 590 1392 1391 967 1110 79 1214 1055 557
split_gain=20.4562 17.2267 41.3196 25.3289 32.3653 23.4063 22.8298 25.0236 21.9014 21.3195 23.3061 33.6831 24.5785 22.2292 21.6191 23.7955 20.2265 21.0461 19.2543 19.0452 19.1385 25.7293 21.8096 20.6722 19.7237 18.7431 18.7339 24.3385 28.297 18.4553
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 -0.35262914890079794 2.2492318380171201 0.2291445000830519 0.42898614804244301 1.0605395091208547 1.1248358748350926 1.1703909184639636 1.0000000180025095e-35 1.0000000180025095e-35 1.6159143877994524 0.72275257928592751 -0.027406703220118348 0.74561756370782817 5.1453031881338012 1.1322929847234067 3.2009538167291431 1.9976441459236287 0.58895901036483078 -1.1283819630554444 1.9262293263007251 1.4561822229935368 -1.4095765456005618 0.78667210119467368 0.99600989723813427 -0.15798363767317566 0.093572519193774462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 9 6 -6 7 -5 16 10 -3 12 -12 14 15 -13 17 -2 -16 20 23 22 -22 -11 -24 -17 27 28 -9 -10
right_child=1 3 -4 4 5 -7 -8 26 29 19 11 13 -14 -15 18 25 -18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.1697581694842214e-05 -9.6629615496677916e-05 -1.6288317217712171e-05 -8.1920710272575962e-06 -0.00013984917725211519 0.0001483353926206249 -0.00020764930081886021 0.00011893213060637937 1.2040133483855027e-05 -0.00028553076486853823 -8.4143513323409167e-05 -0.00017100363020363039 -1.4165958868504936e-05 7.8040600312887567e-05 0.00048944532656145163 -4.9492554627371292e-05 -0.0010145717328711086 4.4824778423433964e-05 0.0012123293733379181 -0.00095979587772743744 0.00083556050225956527 0.0012430439843269755 0.00065168393789867974 -0.00015843362826158496 -0.00045569424706913016 0.0010286111788947291 0.00028422157539841845 -0.0003519537265332375 -0.00084421603501296362 0.00058961680906193805 -7.2124767078580575e-05
leaf_count=29559 44992 111673 82513 6341 11545 778 3222 732 12498 23539 3609 1940 4117 798 886 64 7886 42 113 109 62 280 987 892 71 3816 296 96 644 7831
internal_value=0 -0.0187597 -0.0395007 -0.00466724 0.0566167 0.128227 -0.0232787 -0.0823309 -0.0951415 -0.0164446 -0.00460052 0.0740697 -0.033279 0.170117 0.130944 0.180658 -0.0708561 -0.0958048 -0.151292 -0.0775946 -0.0818827 0.160186 -0.00667794 -0.098512 -0.0811841 0.273756 0.136206 0.228335 0.292862 -0.200535
internal_count=361931 332372 155762 176610 23654 12323 11331 8109 73249 152956 127016 15343 7726 7617 6819 5820 52920 45034 999 25940 25831 1400 1120 24431 1058 3880 1768 1472 1376 20329
shrinkage=0.000980392


Tree=3876
num_leaves=31
num_cat=0
split_feature=871 149 1459 764 704 1383 1231 1402 1153 14 840 767 1097 1390 1028 1458 414 836 828 1344 1190 1038 962 1122 1323 17 425 1246 1116 292
split_gain=11.414 13.6442 16.6934 17.856 17.0124 15.9354 15.547 15.2021 14.8917 14.7813 15.2468 16.1692 20.1027 17.0349 15.8084 14.6859 14.5151 16.1799 16.7939 14.8964 14.1678 14.3825 19.2883 21.0319 14.7923 16.1907 14.3168 15.1862 15.0042 15.6848
threshold=1.0000000180025095e-35 0.83600023186437644 -0.19467617432788356 0.61284903023883086 1.3039996330797152 -1.9070335981613 3.34206460519753 0.63438244246261755 5.1063928022356029 -0.87648855238679779 -0.022109899844339604 -1.7043507926952586 -0.64966988391888181 0.59537921695148766 0.85792094380938277 1.8460070869938618 -2.0124194973031986 -1.2152631837193231 -1.4733473831337174 -1.0000000180025095e-35 -0.64273803393573026 2.065104477196527 0.78457125397875782 1.0000000180025095e-35 -1.2850795339223808 -1.1820082675340851 -1.9902230778061851 -0.40617292184979853 0.18069658748633963 -0.1225326173289661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 4 9 5 -3 20 -5 15 -4 11 12 -11 -14 16 -2 -13 -18 19 -19 26 24 23 -23 25 -22 -7 -28 -29 -30
right_child=1 2 3 7 -6 6 -8 -9 -10 10 -12 14 13 -15 -16 -17 17 18 -20 -21 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=7.3586140692615703e-05 -0.0014271219755145604 0.041297411260820316 -0.013281996947950157 -0.023331456307568138 -0.030574607496449066 0.082905284742540206 0.098533976568519407 0.01613772113109067 0.14713637202719265 -0.032351066957599588 0.015953100503177796 0.10327444143657041 0.036280126714317039 0.16246736832742154 -0.025023172805514728 0.0077932943549912179 -0.02883087861837429 0.0036242942380805888 0.0030388023286448797 0.11562607646441321 0.12680308945458124 0.027269432542317187 -0.064032200171725603 0.15833911568314518 -0.008215376753678557 0.012668248488406968 -0.034706587943534116 -0.021302722669860455 -0.023871175288952884 0.041203052927079202
leaf_count=290100 56698 107 933 900 713 25 23 177 26 68 1338 20 52 22 443 2532 350 35 1292 29 24 71 31 20 4170 118 732 636 113 133
internal_value=0 -0.0348341 -0.113668 -0.0116949 -0.204108 -0.160576 -0.179213 -0.315511 -0.0180508 0.0573842 0.123397 -0.0119881 0.951219 1.7099 -0.0613342 -0.0186424 0.0499098 0.0220186 0.128146 1.28048 -0.187715 -0.107733 0.718395 1.192 -0.136142 0.750326 -0.396786 -0.426504 -0.180964 0.326983
internal_count=361931 71831 12575 5659 6916 6203 6096 1077 59256 4582 3649 2311 142 74 2169 59230 1726 1706 1356 64 6073 4434 122 91 4312 142 1639 1614 882 246
shrinkage=0.05


Tree=3877
num_leaves=31
num_cat=0
split_feature=253 1467 487 608 185 1384 328 501 1051 1174 878 1278 357 1284 1315 362 1262 634 707 1028 1328 1246 352 705 898 371 15 832 278 1259
split_gain=11.316 16.5519 16.2933 16.1098 17.6735 20.1827 20.2243 16.3213 19.2151 24.66 18.253 18.3614 19.3192 22.9943 21.882 22.665 26.9789 21.1327 19.9685 18.7048 18.5509 17.9417 17.553 17.4772 17.0736 24.5483 18.8839 20.2932 17.8827 16.8561
threshold=1.0000000180025095e-35 4.0242090356330973 -0.75161374761512267 1.0000000180025095e-35 0.45051850460492232 2.096618807463416 2.229872381763701 0.70393111127789754 3.0856045387256095 0.2713365565467511 1.0000000180025095e-35 0.6890358509658806 -1.0705869837648414 -0.47235373772033101 1.0401177121450316 -0.47897342384908187 1.9892092035419993 0.72668008908408044 1.1258414773755818 -0.66275050977156291 1.2268862984328865 -0.83142060132041828 -1.0885749680768841 0.98430950289438124 -0.4583015644705844 -0.87384870189937469 -0.42912473104542603 -0.78597961923749837 -0.5827031096998162 -0.37170886717679147
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 -5 6 -6 8 10 -10 11 12 13 22 18 -16 17 -17 21 -14 23 29 -2 -21 25 -25 -26 -28 -27 -15
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12 -13 19 14 15 16 -18 -19 -20 20 -22 -23 -24 24 26 28 27 -29 -30 -31
leaf_value=0.00024570703111404999 0.050121111775660671 -0.011050965004648418 0.020596911388511861 -0.0012342389097485587 0.0034697762083826474 -0.016105974775713846 0.030420229384283279 -0.0078404354766376128 0.0025820253276181569 0.061668601086957611 -0.00035248259020642111 0.005741960115586248 -0.019375598155668954 0.032149542482600969 -0.058460554611650166 0.047839862728408053 0.29761224033200823 0.20976365974301481 -0.049145613210010403 -0.0078669661083916511 -0.022618625628029684 0.0060118879197804589 -0.025952435845124591 0.094846217873965077 0.019058667232318922 -0.025058386290077828 0.033676119829224527 -0.019756475095530784 0.025008458637504866 0.13182634719756689
leaf_count=231805 93 257 809 50891 14188 813 362 13061 363 154 26378 2337 5333 159 61 228 29 25 237 8711 1515 858 919 64 462 199 137 963 458 62
internal_value=0 -0.0235757 0.252118 -0.0265143 -0.00293383 0.0653052 0.0834059 -0.0603094 -0.039952 0.450451 -0.045663 -0.115365 -0.148356 0.151434 0.400371 1.29584 1.70468 1.37541 0.20928 -0.17883 -0.132134 0.36821 -0.321955 -0.0952027 0.104799 0.422346 -0.0564915 -0.251665 0.274085 1.14628
internal_count=361931 130126 1066 129060 66254 15363 14550 62806 49745 517 49228 22850 20513 2671 1659 343 282 253 1316 17842 12509 1079 1012 10994 2283 721 1562 1100 657 221
shrinkage=0.05


Tree=3878
num_leaves=31
num_cat=0
split_feature=785 728 784 647 590 852 1307 211 980 657 569 703 833 5 62 570 1421 82 350 422 1396 11 1117 831 429 1176 363 796 772 1315
split_gain=20.3549 17.8806 19.9403 19.3448 41.9056 18.8179 23.5452 20.8706 20.194 20.0521 20.4792 21.7657 19.7545 19.5101 18.1403 17.9189 18.4915 17.9527 19.3486 23.3766 22.3338 18.5461 17.2894 17.136 17.104 17.8741 18.2731 17.0318 17.7647 19.0807
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.0747610123934368 1.3390041783085433 -0.62944366619299574 0.93965787111466315 2.2603408215975165 0.069179088922970394 1.2527926291041005 1.5919315457291203 -1.0821368227570305 0.22553477650581719 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 -1.2591097148690287 2.4447367217090523 2.2891127796829576 2.2028885091972072 -0.77899343880060001 0.38087715954262297 -0.28708682036526079 0.26648455616813943
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 27 9 7 -7 -8 12 11 14 -4 -9 -11 16 17 18 19 -5 -20 -21 -6 -22 25 -19 -27 -3 29 -29
right_child=1 3 5 15 22 6 8 13 -10 10 -12 -13 -14 -15 -16 -17 -18 24 20 21 23 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.1415153686072829e-05 -1.9007194768926081e-05 -0.00014335697793198328 7.6106443153359243e-06 -0.00011965902070406697 -0.00068357268155798553 2.7190375613512776e-07 -7.9008813287149079e-05 -0.00033573666197092951 -0.0010731311628478667 -0.00064125654644992794 8.2899825944176869e-05 -0.0014377263113371087 0.00019562711665352931 0.00029129612813810378 -4.8801423020861547e-05 -8.4900338807356021e-05 -0.00022017954986498732 -0.00021297114641235861 0.00012720160957191971 -0.00037753134479718783 -0.00015847717893217492 0.00028047312866777164 0.0004284715663720128 0.0014175012606339424 0.0012303733406399538 0.0016792063259798166 -3.5696971055827865e-06 0.00024468267837719049 -2.9439477021021801e-05 0.0012750410055419833
leaf_count=29559 190291 3383 30451 8640 93 2043 879 281 143 449 639 91 2818 3872 480 61493 2973 3595 12404 341 2545 1505 1291 31 55 42 106 381 927 130
internal_value=0 -0.0189213 -0.00890329 -0.0492021 0.0789753 0.03404 0.133406 0.177582 -0.207574 0.0122499 -0.218856 -0.408105 0.0244225 0.262644 -0.314478 -0.059502 -0.0107441 0.00710433 0.0315591 -0.0574049 0.0874409 0.18342 0.386416 -0.13341 -0.157067 -0.17796 0.618765 -0.04609 0.17346 0.533222
internal_count=361931 332372 232437 99935 6205 42146 7218 6196 1022 34928 1659 1020 33269 4153 929 93730 32237 29264 25466 10486 14980 1846 1384 2576 3798 3743 148 4821 1438 511
shrinkage=0.000980392


Tree=3879
num_leaves=31
num_cat=0
split_feature=1233 218 951 939 153 1246 1109 1106 1318 1258 355 346 1463 1343 224 1389 1312 1242 1380 761 569 1393 338 137 1398 1451 169 44 757 350
split_gain=11.2909 15.9286 15.9547 18.1066 17.3547 17.5307 15.9349 19.3504 19.177 20.5818 18.6556 16.741 22.4411 17.4153 20.115 19.6034 17.3167 16.9433 16.193 16.861 16.1436 18.2328 16.6169 15.9248 15.7113 15.4089 15.2236 19.9855 15.2569 17.1
threshold=1.0000000180025095e-35 1.8059693969379349 2.1614527775875199 0.49627124160774405 1.6577591674559264 -0.99468533540288828 -1.2598134146648829 -0.8055242591699735 2.3078418313653324 0.58560100718099706 -1.1891282008629742 0.15096888093124367 1.5602784260520435 1.0000000180025095e-35 3.0208620370978863 -0.24359384681140256 0.023823373649984398 -1.5837765539412711 3.0020532986524735 0.29130569890478569 0.9694289821848372 -1.3977062291195328 0.84835182578422852 -0.37273586627110644 -0.2669957467767779 3.5143912332641718 -0.99423360622682078 2.9961381378242353 1.0000000180025095e-35 -0.57303265440660456
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 10 18 11 -10 -2 13 26 14 20 -16 -14 -15 -8 -20 -9 22 -22 -23 -7 -12 -13 28 -28 -30
right_child=1 -3 3 -5 5 24 7 8 9 -11 25 12 16 17 15 -17 -18 -19 19 -21 21 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=2.0468776965674373e-05 -0.025201433712549112 -0.013826034144290884 0.020191876566778722 -0.016652606740084022 -0.022057172857917893 0.02414094937781466 -0.011207054762570275 0.0026688863894792467 0.029576507442340451 -0.025862083906425443 0.0081629143054380935 -0.024613696806359071 -0.007424530001700267 0.024698448111066206 0.10068821238700916 -0.034589197048107367 0.033280643740186154 -0.0098145028009804861 -0.019129420958675911 0.0684948696075766 0.048026196189678481 0.0018902488731894298 -0.060037993150784258 -0.021822137590351023 0.0028273392550888792 0.072615539328258261 -0.0049534934764628351 0.061674930240570053 0.0060089000821562117 -0.027863694084120268
leaf_count=315838 364 1982 794 237 313 867 7770 11926 597 171 3119 1059 297 220 49 35 327 4229 76 60 156 770 40 1355 1322 43 6554 49 322 990
internal_value=0 -0.0429984 -0.0327989 0.246339 -0.0417189 0.159795 -0.0555886 -0.0706121 -0.0433849 0.375448 0.126987 -0.053669 -0.147922 -0.0127953 0.027124 1.25487 0.294744 -0.156726 -0.203013 0.634098 0.0202196 -0.186109 0.612137 -0.256022 0.232752 0.193922 -0.18649 -0.145315 -0.158917 -0.400511
internal_count=361931 46093 44111 1031 43080 2502 40578 37052 29146 768 3526 28378 9598 18780 14331 84 624 4449 7906 136 14247 2321 196 2125 2189 3162 8974 7915 7866 1312
shrinkage=0.05


Tree=3880
num_leaves=31
num_cat=0
split_feature=1357 885 1467 2 1244 276 1342 344 776 623 532 361 1042 1465 563 292 218 494 247 909 767 770 269 1180 151 219 524 708 87 1189
split_gain=11.149 17.9281 15.1742 15.4103 17.4095 16.2166 22.6229 19.1185 16.5808 20.5669 17.9212 17.6781 16.4549 17.7885 19.9251 16.1833 15.4697 17.484 15.4461 15.3985 18.3665 15.1715 19.1617 15.1288 14.7745 14.8792 15.942 15.8014 14.7179 14.6337
threshold=1.3962008022525787 2.2685560401286238 4.0242090356330973 0.38947341682765785 -1.5229779811765516 -0.14886677793130385 -0.54937793400934176 0.40461338020753429 -1.0359914705874642 0.12695039286028029 2.5111138481842983 1.0613030474572664 -0.80392250318131875 -0.28736224657391418 1.9757293484619793 1.9442598851771729 0.18913613716966396 0.85496262105295562 -0.5923759285680229 -0.69275909479195918 0.47689707296947131 1.4426058863953171 0.54710797854737014 1.2259362758661974 -0.18127313978591544 0.2973067321405376 -0.58007701382477916 0.33831675031539876 1.6075799735406913 0.22189333707785047
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 29 -5 6 7 24 11 -10 12 -7 16 14 19 -8 17 -11 -18 -14 -21 22 28 -15 -6 27 -27 -26 -9 -2
right_child=1 -3 -4 4 5 8 15 21 9 10 -12 -13 13 23 -16 -17 18 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-6.0797611693189899e-06 -0.0029192586915120135 0.021405440353464471 0.021810205161284905 -0.020805752957560351 -0.029874888404425551 0.031940480204110493 -0.011710789069794543 0.052136048794799578 -0.004794356434664508 0.072578868356926785 0.092379775268509642 -0.029633741928819707 -0.025228605977447513 -0.012688330309565047 0.1076013647780063 0.033936079726136444 0.066288480187616225 -0.024907387057605406 -0.020461140267213046 0.035382720172986236 -0.010138663532392752 -0.033785158745644486 -0.0029140159073340476 0.044132497579065434 0.010320500145377297 -0.032098754729924538 0.059271118939309031 -0.056330214328984919 -0.048101481728940174 -0.010229002259966063
leaf_count=327843 16062 378 307 743 286 567 3086 352 2228 126 35 76 147 703 27 113 31 37 99 404 169 67 168 88 192 34 108 97 35 7323
internal_value=0 -0.0497531 -0.0574108 -0.0637859 0.0190348 0.0452468 -0.0686318 0.201724 0.144164 0.0830497 0.258134 0.496322 0.224154 0.118263 0.375199 -0.193674 0.702487 1.13876 0.100295 0.291423 0.442759 0.506742 0.629807 -0.142025 -0.0944522 0.179085 0.762539 -0.187576 0.924709 -0.102871
internal_count=361931 34088 33710 33403 10018 9275 4538 1339 4737 4094 1866 643 1831 1538 747 3199 293 163 130 720 573 622 555 791 717 431 142 289 387 23385
shrinkage=0.05


Tree=3881
num_leaves=31
num_cat=0
split_feature=871 56 188 1469 1470 799 1012 540 1450 461 1152 810 1453 461 777 21 183 415 1011 1217 560 1470 270 14 1312 1027 78 62 1425 1433
split_gain=18.5967 18.7248 38.0436 22.3108 20.9616 22.0895 22.318 18.8264 19.8388 27.0566 22.5668 19.9236 19.7246 20.868 19.385 19.2578 20.1776 19.0969 20.4138 18.7009 18.2813 18.1746 25.4608 22.441 20.9742 20.87 19.9709 19.953 25.5842 20.6151
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98013275004230149 -1.3664195657027294 -0.58454210970522613 1.0000000180025095e-35 0.99026637822014563 -0.35262914890079794 4.2641419949670061 1.0000000180025095e-35 -0.65819684525605759 0.10786919360362883 2.3938024430687137 -0.13446136771172282 -0.70163543588998201 4.6864728343819611 0.07029828811051185 3.1117664249846109 3.0922858003217075 1.6590601587821199 2.1658139678380679 1.6513526852202645 0.38575877191618663 -0.38020897512999724 2.6446932872346749 0.037386258614409883 -0.97978507835213413 2.0058653102086748 1.2994777873310051
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 -4 -3 6 20 15 10 -10 12 -12 13 -9 -14 16 19 18 -17 -7 -6 27 25 26 -25 -23 -24 28 -1 -30
right_child=-2 4 3 -5 5 7 -8 8 9 -11 11 -13 14 -15 -16 17 -18 -19 -20 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00024101794787830777 -5.0517214045964537e-05 -0.00030863524446419674 8.2550145783509993e-05 -1.6291741521553474e-05 0.00012804336814924096 2.9536414019557576e-05 -2.4825230664302238e-05 9.259053476646709e-05 0.00012234844506826148 -0.00126973503362073 -0.0003820693377344698 -1.4774602987181053e-05 -0.00025857033394812427 0.00083354178377555242 0.00014394105710051954 -1.4608192556581839e-05 0.0018728074944250339 -8.5386270849890556e-05 0.00029743991079286136 0.00066657473868634654 -0.00016164259735057391 -0.0005181845531075078 0.0012546246107802636 0.0011180172563124721 0.0052334936168525036 0.0011207909386742325 -0.0012009998054457094 -5.5108237801253456e-05 0.00035916836912568633 0.0031712712123676086
leaf_count=11613 71831 896 12707 58052 17102 31159 8563 4699 10474 63 1117 1398 1394 141 745 57211 21 22738 861 190 1073 1678 71 30 20 62 124 45582 295 21
internal_value=0 -0.00545591 -0.0282399 0.00330974 0.00963483 0.0116069 0.0698121 -4.77101e-05 0.0569202 0.11727 -0.0118635 -0.182755 0.04726 0.119115 -0.118164 -0.0122286 0.036895 -0.0297679 -0.00954234 0.0350634 0.112996 -0.0838112 -0.364723 0.765473 2.43985 -0.465401 0.0331823 -0.0755776 -0.21053 0.545746
internal_count=361931 290100 130255 70759 159845 158949 26738 132211 20031 10537 9494 2515 6979 4840 2139 112180 31370 80810 58072 31349 18175 59496 1985 245 50 1740 195 57511 11929 316
shrinkage=0.000980392


Tree=3882
num_leaves=31
num_cat=0
split_feature=1431 1470 128 1467 1453 1251 158 1360 630 1287 831 354 208 92 1008 554 762 634 628 1466 641 1454 1187 218 1360 1148 203 318 124 277
split_gain=11.2054 14.7532 19.4641 18.8566 17.929 25.7305 19.9477 17.9269 18.4051 18.5381 19.7838 24.8224 17.869 17.4119 17.0808 16.8676 18.2406 16.7871 16.9867 16.6968 16.3668 16.3614 23.4854 16.3479 15.6183 22.7724 28.8508 17.4695 16.9212 15.405
threshold=1.0099929608726099 0.37604385151270814 1.0000000180025095e-35 -0.31819417591303473 1.0270461581008248 -1.3648789572735269 -0.69484182635629821 1.0000000180025095e-35 -1.0264383353882212 2.0134489336482666 -0.46981129979244968 -1.4360604508904098 0.52300180825763365 -0.84200871613705619 1.0000000180025095e-35 2.5077595218916717 0.17909083012965568 -0.021363696052380528 -1.4201641508064331 0.041666216359983001 1.9835453746325611 -0.71584950188157126 0.19382248553467438 0.60213158939308109 2.3795320998666769 1.0000000180025095e-35 1.6436232400911501 -1.0000000180025095e-35 1.0000000180025095e-35 1.5347937017246938
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 14 6 19 -5 8 9 10 11 -3 -10 -8 -4 20 -17 -13 -19 -6 -14 22 -7 -22 -15 26 27 -26 -28 -16
right_child=1 7 3 4 5 21 13 -9 12 -11 -12 17 15 24 29 16 -18 18 -20 -21 23 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=5.7807821267454512e-05 0.0027397058750394812 0.13659045607726017 -0.0053222212196062458 -0.01900633435849064 -0.026174804860450651 0.11024509913314379 -0.027037226211772653 -0.011060415363205178 -0.0011522881033514197 0.090654328474099002 -0.0035984034108138691 -0.0025709169783696469 -0.019376521341503253 -0.0045765027851412477 0.003910919088975162 -0.036506138793927653 0.12741392093937584 -0.041590769868120658 0.066282657437943857 0.10241303347372362 0.0022024163187057979 -0.00082478080032950146 -0.047672976466970135 0.13061702540296571 0.10477976052985538 -0.024002759459821818 0.29040616631877042 -0.043575246541106304 0.05766862570849926 0.028010966059259613
leaf_count=306680 15412 21 3853 2581 27 47 591 6793 7251 29 654 253 2107 7961 4891 21 21 30 159 47 85 1577 22 22 41 73 23 57 24 578
internal_value=0 -0.0384934 -0.0105303 -0.0628194 -0.128403 0.0997879 -0.17115 -0.103118 -0.04155 0.259823 0.193562 0.624857 -0.0792316 -0.109488 0.0280257 -0.299998 1.2275 0.445889 1.00223 1.43064 -0.337782 0.0331179 1.22727 0.815758 -0.0757111 0.814956 1.72399 0.680576 4.15671 0.123753
internal_count=361931 55251 37805 22393 13071 1720 11351 17446 10653 1146 1117 463 9507 8770 9322 2256 42 442 189 74 2214 1646 69 107 8179 218 145 98 47 5469
shrinkage=0.05


Tree=3883
num_leaves=31
num_cat=0
split_feature=728 1100 83 691 641 795 125 784 1234 188 485 921 419 100 744 24 981 1047 696 1464 771 1035 276 69 978 14 859 79 225 759
split_gain=21.5653 19.1583 20.3922 19.7632 19.3663 18.5521 27.2712 24.9933 23.4825 27.1323 22.6899 19.8451 18.4752 19.253 18.4504 17.9685 17.591 22.7441 18.6416 19.7509 17.4907 18.5589 24.6654 19.4577 17.9311 17.796 17.4735 17.4407 17.4056 17.1375
threshold=1.0000000180025095e-35 1.6293515030253838 -1.1590745627182073 2.2690240148833634 0.8423242745550269 -0.29258408639884992 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 0.43927968884894303 1.0525743831388839 -0.14827575577457652 1.2289641465594345 1.3025484894158337 2.2235778879888186 1.3371619616537804 2.6346259685590301 1.4354083516366967 1.5993600128483978 0.78989268862989193 -0.6121664822555416 -1.0546333881570982 -1.2296669026188836 0.6959091298561616 -0.99049798813029311 -0.54135187694831066 1.6827646472110602 -0.34308694525222055 0.90522728631067795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 5 -3 6 8 16 9 -4 -10 -11 13 -8 -2 -1 18 -18 19 20 21 24 -23 25 -7 -24 -9 -27 -26 -14
right_child=14 4 3 -5 -6 7 12 26 10 11 -12 -13 29 -15 -16 -17 17 -19 -20 -21 -22 22 23 -25 28 27 -28 -29 -30 -31
leaf_value=-9.1539052987228353e-05 -5.6017294692409888e-05 -3.3411372633846938e-05 -5.872067598545209e-05 -0.00011781189482202087 -0.00020093014548277829 -8.1740323877775795e-05 4.27638274231674e-06 0.00012557492745091906 -0.00014354968684671658 5.9681851214203792e-05 4.7428032529786293e-05 0.00028999638447376548 0.00012500092499875611 0.00019173017322833024 4.0991688738086976e-05 0.00023092734404610735 3.5614499373712142e-05 0.00054558127336244559 6.4774041627001122e-05 8.9011745011239121e-05 -0.00014606418418391939 -0.00021550707413240549 0.0007515739265550953 -1.3568633985923768e-05 -9.1887105070187722e-05 3.1815696227477823e-05 8.0033121139112875e-06 0.0011686516600447096 -0.00050685170070401402 -5.4159200911749993e-05
leaf_count=18100 98011 25930 10993 6259 6880 10290 22055 8849 11226 10192 4604 1976 23091 2842 11079 953 10162 350 7698 4144 9821 3208 296 32621 912 892 14775 64 1086 2572
internal_value=0 -0.00265041 0.00374272 0.00969314 -0.0647679 0.0134367 0.0372019 -0.00631933 -0.0108485 0.034501 -0.0835559 0.100033 0.0688434 0.0261011 -0.0443262 -0.0746058 -0.0252904 0.0562935 -0.0383882 -0.0509692 -0.0619743 -0.0448636 -0.0204208 -0.00383863 -0.122203 0.278647 0.0547381 0.123782 -0.318081 0.10881
internal_count=361931 252841 220031 200978 32810 194719 89551 105168 38991 23161 15830 12168 50560 24897 109090 19053 81544 10512 71032 63334 59190 49369 37081 33873 12288 1252 23624 956 1998 25663
shrinkage=0.000980392


Tree=3884
num_leaves=31
num_cat=0
split_feature=112 670 1294 1465 1466 1183 767 85 1086 774 1365 759 972 805 1115 1246 75 1247 968 1312 1183 912 85 980 1124 966 432 1256 1176 1046
split_gain=11.2053 17.5741 21.1349 18.2332 15.7857 17.4064 15.6097 14.8241 16.6332 14.6347 17.3716 16.0557 14.5154 17.2217 21.939 18.6614 18.8994 21.1861 18.0799 19.2666 17.1189 16.2832 15.2696 14.7153 20.171 14.6569 15.4053 14.6189 14.1523 14.1224
threshold=2.2718117149406565 1.0000000180025095e-35 2.2019233343356794 -0.39749697962010117 -0.40018019971223623 0.92463703708809886 1.7038489974058824 0.28634118293220751 1.0000000180025095e-35 -0.23943132861304958 2.0426043571165486 0.2925983265810157 -0.22213944182484338 1.0000000180025095e-35 0.65875543571728989 -0.55045338452733017 -0.041054937596932913 -0.59657014700827238 -0.064000516059653623 -0.27920088793500181 -0.38560176740442387 0.96194035801387046 0.25384953398322113 -1.1086908147405881 -1.2839756724359455 0.71584054021573629 -0.69220856116837448 0.4627216210464577 0.48464397685852323 2.5116078943461413
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 9 -4 5 -2 7 -7 -9 -3 29 -12 23 14 15 -14 18 20 19 -17 -18 -20 -22 24 -6 26 -15 -27 -28 -11
right_child=1 2 3 -5 12 6 -8 8 -10 10 11 -13 13 25 -16 16 17 -19 21 -21 22 -23 -24 -25 -26 27 28 -29 -30 -31
leaf_value=-8.2158796371780663e-05 -0.017835428145125686 0.0076430961371645838 -0.022398329496852516 0.065504994887286463 0.11594945753633681 -0.017854940715692477 0.068566887681966587 0.053916755209470757 -0.024125865606325281 -0.010397585864592135 -0.0065688197919967235 0.1317459742972322 -0.0037118144631960097 0.022768982811973818 -0.017525365577229897 0.015239278194976081 -0.061197231414744604 -0.006675444574036799 0.048511334790377093 0.12526543171853052 0.13271067418937427 -0.057295364554407424 -0.0090305557393869553 -0.018210650729516425 0.0027810342128624915 0.082582427230260991 -0.034952228113578031 -0.040513074596259663 0.012294358337249678 0.072092197415208489
leaf_count=347845 3757 2741 75 154 21 425 60 137 98 2732 24 21 252 160 280 40 22 235 149 72 42 31 20 1265 383 54 600 31 161 44
internal_value=0 -0.0822969 0.0417938 0.85331 -0.162249 -0.279893 0.129129 -0.0143303 0.536428 0.00427136 -0.144189 1.27599 -0.0376915 0.107399 0.308027 0.497875 0.737343 0.273967 1.16211 1.90031 1.40615 0.673227 1.94169 -0.228885 0.252765 -0.181139 -0.29225 0.89996 -0.478481 -0.181048
internal_count=361931 14086 5791 229 8295 4477 720 660 235 5562 2821 45 3818 2149 1143 863 611 319 292 112 84 180 62 1669 404 1006 921 85 761 2776
shrinkage=0.05


Tree=3885
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1022 1016 346 1249 1040 759 834 1002 209 570 1421 567 82 350 422 1396 11 785 353 982 1183 705 902
split_gain=20.9533 18.9139 20.6158 19.7093 20.2704 18.7724 41.6677 18.1116 20.2957 20.5789 20.9332 25.4721 18.5987 18.5282 18.0117 20.7126 18.0026 18.4613 17.8741 17.7685 19.212 23.0686 22.2127 18.2092 17.7369 19.6733 17.6115 18.6194 17.5905 25.6734
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.1612684629536689 0.69854289147193727 0.23696906566319156 -0.4998781572545779 1.0107116206971127 -1.7658299547505127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 2.9970139449733542 2.5458802938288509 0.51333401215625141 -1.3559834075917185 0.67165941385979033 -0.17208775008344115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 26 6 -3 8 9 10 11 13 18 -2 -6 -16 17 19 -13 20 21 -7 -22 -23 -9 28 27 -5 -26 -30
right_child=1 5 3 4 14 16 -8 24 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=3.8878565498092183e-05 -0.000325043189940716 -5.0827023297292148e-05 8.2690898088060607e-06 -0.0014453090653728259 0.00022271774503560216 -0.00012285276176932208 0.00037142866138026792 -1.015629136788884e-05 -2.0904571730873624e-05 -0.00018875665604600294 -0.00020110777148239499 -0.00072186663238651006 0.00072007995904020423 0.0009932310882811476 -0.00040056678855063499 0.00020903705753406077 -8.8929277789623541e-05 -0.00022363579394497199 1.2873440350824046e-05 -0.00015697225995806914 0.00012260105505706138 -0.00037700527891875276 -0.00013434645054667476 0.00027438222021397438 2.0704753071911044e-06 0.0012180297046007673 -0.00064650691569856573 5.4928669909315927e-05 1.0492313569427901e-05 0.00054621215307894613
leaf_count=29559 2759 4821 34551 45 5339 8640 1384 98491 45923 14802 6707 366 210 83 480 482 61493 2973 16440 3798 12404 341 2576 1505 2859 66 265 984 822 763
internal_value=0 -0.0223667 -0.0120723 0.0315618 0.129464 -0.0534623 0.0726075 -0.0227159 -0.0502431 -0.0992695 -0.0577225 -0.0190722 0.0136373 -0.286593 0.178513 -0.0879553 -0.063595 -0.0147809 0.00369004 0.00303564 0.0273304 -0.061236 0.0829251 0.178033 -0.00427829 0.132201 -0.118993 -0.000161904 0.112762 0.290202
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 41367 26565 19858 17016 2842 6301 962 93730 32237 16806 29264 25466 10486 14980 1846 103001 4510 1294 1029 4444 1585
shrinkage=0.000980392


Tree=3886
num_leaves=31
num_cat=0
split_feature=728 1394 784 990 639 214 852 5 71 689 563 1262 494 276 360 1114 142 1025 565 914 1035 694 356 1385 1383 361 1245 1077 626 1380
split_gain=11.2403 14.302 15.8382 18.985 16.7822 17.3723 16.5292 17.4317 16.5131 16.5326 15.8511 19.3388 15.7735 20.047 17.0662 15.699 15.5669 22.0005 16.1401 20.793 15.7103 18.102 20.0417 16.2402 16.554 19.4114 17.174 16.1631 16.8893 15.9842
threshold=1.0000000180025095e-35 -0.89507556284558343 0.9594655836162902 1.09266583130301 3.8842556159725277 0.19919298667635096 1.0747610123934368 -1.0821368227570305 -1.2676919684092514 0.16364321731367579 1.9757293484619793 -0.88378481354300453 2.4193936371786076 -1.4991814177157703 -1.5793059021952487 3.3498340555328805 0.96896132461308226 2.9844287549711388 0.94446149985313033 1.9067800284830538 -0.49088403054564062 -0.81484402739901685 2.9352538843747538 -1.4812571844723645 0.38675619234493952 -0.98077615203060264 1.7984721190698691 1.0000000180025095e-35 1.103650828345583 0.05700043694463814
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 12 6 5 8 10 -8 9 -5 -4 -12 -3 -14 -15 -16 20 18 -18 -20 21 22 -1 27 25 26 -25 -22 -29 -27
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 11 -13 13 14 15 -17 17 -19 19 -21 23 -23 -24 24 -26 29 -28 28 -30 -31
leaf_value=0.0018692971098951329 -0.0013208428842611695 -5.924106114531035e-05 -0.0002033818518466065 -0.057767172713471815 -0.055408096700159032 0.00017249486882987204 -0.016310208091277836 0.0089442538726874909 0.014706792346260586 0.008345899516814196 0.061152273754237263 0.0090633546132888772 -0.03715922322640524 0.04042920859148301 0.0065925770824207964 0.090823787371383524 -0.005589892813147649 0.054871357091140209 -0.027888825638266786 0.04027934378692169 -0.0012334015726527588 -0.006670394555986555 0.061454567490887527 -0.013680423947191635 0.012120422168434904 0.0036703035042051735 0.022676635858076475 0.020152109635771923 -0.025306174151594221 -0.0048197644149453565
leaf_count=3657 109090 170845 23895 92 56 1833 399 4394 3409 110 92 793 152 209 2813 24 6955 125 1010 82 1234 10616 66 2624 1259 8635 192 1623 138 5509
internal_value=0 0.00385199 0.0110588 0.0530761 0.167974 0.178908 0.0306029 0.144011 0.261929 -0.371409 0.00690247 0.290969 0.00180841 0.159601 0.195317 0.148786 -0.0376421 -0.145624 -0.161381 -0.454867 -0.0172726 -0.0806737 0.0648078 0.0243438 -0.00304297 -0.0249198 -0.216211 0.189309 0.336898 0.0109301
internal_count=361931 252841 209116 35073 5500 5444 29573 4793 3611 202 24780 885 174043 3198 3046 2837 43725 8172 8047 1092 35553 14339 3723 21214 18219 16960 2816 2995 1761 14144
shrinkage=0.05


Tree=3887
num_leaves=31
num_cat=0
split_feature=785 728 1469 207 578 1115 979 1386 699 901 296 1292 290 345 912 1091 1463 342 1317 150 552 137 1177 1098 143 1230 486 1116 1181 1329
split_gain=11.138 12.9196 12.9151 12.7733 12.5444 12.6612 14.9292 14.5455 21.6501 17.6309 13.8234 13.4415 20.8987 15.7573 15.5201 15.3548 22.4311 16.4369 16.4229 15.8967 14.8906 14.0334 13.7899 15.3852 15.0887 14.7104 13.4684 13.2579 13.4577 13.108
threshold=-0.86283290253235112 -0.49008176997875957 -1.3460032622719822 -0.96416818996770892 -0.87905496296652397 -0.62075723651993064 0.5286074570301158 1.8141124012116907 0.010633805681770806 -0.60889110565433346 -0.06965231381736231 1.0000000180025095e-35 0.99348542788244809 -0.041466312358926345 -1.6670011428869926 1.0000000180025095e-35 0.58799068848344971 -1.392048820928135 1.6166351614255456 2.5377428896101168 -0.9632768126120681 0.86070872683815713 2.6605302561394431 -0.65750918523183322 -0.39838061277505887 -0.92106560951488936 -0.60218002540405102 2.1475101024571983 -0.85124705776656717 0.57223150759220431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 7 11 -9 -10 -11 15 14 -14 -13 16 27 -17 20 22 -18 -22 23 24 -19 -25 -21 -7 -29 -16
right_child=-2 2 4 -5 5 6 -8 8 9 10 -12 12 13 -15 29 17 18 19 -20 26 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.011702398383360412 -0.00039591132956982346 -0.0556864663053988 0.0092151039119566149 -0.0082070738380106405 -0.0028428349374752682 -0.0146393874434406 0.0083320944112969947 0.0011856643575275608 0.016561752502815781 -0.031668499024707496 -0.092695192082017291 -0.037405699200374447 -0.02498961812384216 0.0056437830530559853 0.011726756558795534 -0.018494689114996042 -0.074873691495960251 0.019908636822497744 0.08598978737243157 -0.1106407227812774 0.0048365322080984909 0.060936113168118804 -0.04453518394162681 -0.018171262347784621 -0.0051894064534707121 0.023737774246130952 -0.014544070062830936 -0.062899265661524054 0.025798643077796599 -0.0045706637412037
leaf_count=570 332372 51 3401 2826 5402 2129 5026 368 47 106 81 86 458 422 4148 360 30 400 28 24 389 54 58 103 1031 997 87 23 148 706
internal_value=0 0.0375319 0.0532244 -0.101058 0.0552984 0.0370436 0.0659381 0.0243939 -0.309024 -0.832067 -1.14541 0.0416625 0.117248 -0.20917 0.171116 -0.0323767 -0.148274 0.0768139 0.258192 0.135711 0.156343 0.243643 0.169825 0.194333 0.0418632 0.388926 -0.708514 -0.242033 0.304128 0.187666
internal_count=361931 29559 26163 3396 26112 22711 17309 12283 602 234 187 11681 5820 880 4940 5861 2801 3060 501 2700 473 443 2589 2531 1431 1100 111 2300 171 4854
shrinkage=0.05


Tree=3888
num_leaves=31
num_cat=0
split_feature=50 56 1470 910 567 582 747 760 142 1110 211 1251 103 829 911 1122 1398 2 764 1006 982 296 1387 1193 1384 1391 765 289 77 158
split_gain=11.2052 20.5585 16.4498 16.1482 14.9537 14.8885 17.2243 17.1817 14.8881 14.8674 18.2726 18.1549 20.6145 18.8664 16.337 15.3529 17.58 17.2392 18.3917 15.2347 15.0989 15.9423 18.3436 15.3396 14.8535 14.7982 19.6334 16.3118 16.3167 14.7873
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 0.67909569382761958 -1.0564297298025094 1.0844420916666788 1.6274895855248437 -0.034943018525592069 -0.95107606439125225 0.4439616928724246 -0.43065351058468943 -0.79163040366682424 -0.97216412338374358 -0.77307958130280574 -0.47731360766105385 0.034831700196190619 1.0292651356473939 -0.077130629442729096 2.0947069447538982 1.0000000180025095e-35 -1.500762713404775 0.60916643258001979 -0.23694988200164008 0.086639976628399437 2.947852131406008 0.18369898160468104 1.0000000180025095e-35 -0.42997106339576446 0.1693814277543281 -0.1433892256156977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -4 9 -8 -1 15 11 13 -13 -11 -15 16 20 18 19 29 -7 24 23 -23 -22 27 -27 -10 -29 -17
right_child=-2 -3 5 4 -6 6 7 -9 25 10 -12 12 -14 14 -16 17 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.018638630431702011 0.0003673832359988158 5.7140040243057034e-05 -0.0043567054396499109 -0.023072197500149313 0.020975881587322567 0.041174036535212288 0.044935959475444667 -0.01137008475771363 -0.0099699857935001933 -0.046792320528216469 -0.020854513522702608 0.10209360569506996 -0.011609825155481472 0.00081631767391606802 0.098984205164498615 -0.015420504611768271 -0.03302864269271695 0.032444378006652119 0.09049939290855627 -0.035738353030056499 -0.0058783284223127312 0.059982646147358355 -0.0045681501928218791 -0.014359605620675703 0.071767396092670507 -0.0042988455585448474 -0.039102626668715494 0.016940595768543176 -0.016695915611292755 0.036039794265353274
leaf_count=447 197382 90457 63713 143 756 136 180 102 930 28 1038 22 424 36 57 198 286 533 27 206 1876 158 253 61 33 783 307 963 238 158
internal_value=0 -0.0195495 -0.0577453 0.0714018 0.323256 -0.0716809 0.0451039 0.549291 -0.000623456 0.00966816 -0.19785 0.136089 -0.104483 0.899012 1.33261 0.0892051 -0.00475649 0.340128 0.0254109 -0.0918922 0.0518244 0.00696064 0.412732 0.87684 -0.08836 -0.0582224 -0.277881 0.0541106 0.216266 0.204799
internal_count=361931 164549 74092 4567 899 69525 5812 282 3668 5530 1605 567 446 121 93 3925 2803 1122 589 562 2517 2381 472 219 1909 3221 1090 2131 1201 356
shrinkage=0.05


Tree=3889
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1022 1016 747 785 353 346 1040 1249 570 1421 759 567 143 1002 209 283 636 50 1047 759 1333 1034 834
split_gain=22.7348 19.2394 20.8559 20.6964 21.777 20.391 44.978 19.0665 21.6913 20.8138 19.271 19.4288 18.9424 19.4115 23.0617 18.7697 18.5205 18.5103 18.6262 18.0353 18.0185 20.3725 17.8664 17.8403 18.9815 18.8717 19.5326 18.8788 18.1545 17.6939
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 6.1031850957970919 2.9970139449733542 2.5458802938288509 0.035432810015840331 -0.8740075305771694 0.63898029052325456 -0.4998781572545779 1.0107116206971127 2.7993186572179827 -1.7658299547505127 -0.021434299847498329 0.69854289147193727 0.23696906566319156 1.934857532740939 2.4129057422810987 1.4829784501753427 -1.0794544675301283 1.4616517543220227 -0.70033788506809547 1.0000000180025095e-35 -1.4094422614488524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 6 -3 8 9 12 -9 -12 13 -2 17 16 -7 18 -15 -20 -6 -22 -21 24 -17 28 29 -28 -26 -27
right_child=1 5 3 4 20 15 -8 10 -10 -11 11 -13 -14 14 -16 23 -18 -19 19 22 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=4.304154681730019e-05 -0.0002725719235591037 -4.891094532896927e-05 9.7033930784778805e-06 -0.00012118526177047178 0.00022871422186343529 5.0259844738503031e-06 0.0003900177246536949 -8.2350154773779275e-06 -1.8926705475958475e-05 0.00056487053804115989 0.0001185567461411014 0.0012178123953491896 -0.00019152685562611157 -0.00073675666018773313 -0.00020585742712141651 -0.00010916143551439182 -0.00022211173423544221 0.00070245879624842807 8.4116469074705652e-05 -9.7920011949670648e-05 -0.00039256385113593464 0.00021246109255657164 0.00071257974166827852 0.00031609443189520428 0.0012087266603210938 0.0011880801678233791 -0.00064864796684902578 0.00066490813669876751 0.00014905043014749018 -6.5349261064618451e-05
leaf_count=29559 3815 4821 34551 1294 5339 29264 1384 98491 45923 169 4444 66 14761 379 5348 56011 2973 216 8343 8146 480 482 190 621 121 62 72 315 273 4018
internal_value=0 -0.0206637 -0.010277 0.0336131 0.133893 -0.0520356 0.0793999 -0.0209895 -0.0492363 -0.0998889 -0.00205838 0.140295 -0.105682 -0.0655927 -0.0404973 -0.0625994 -0.0127241 0.0012882 -0.00861858 0.00111205 0.184702 -0.0820632 -0.0826199 -0.090284 -0.0952293 0.0411295 0.000822098 0.470298 0.55396 -0.0483312
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 41367 103001 4510 41198 26437 22622 93730 32237 17274 17058 16679 6301 962 8336 61493 60872 4861 4467 387 394 4080
shrinkage=0.000980392


Tree=3890
num_leaves=31
num_cat=0
split_feature=607 51 67 626 1137 6 139 828 1050 1032 1017 296 1388 1315 710 1450 703 808 1 622 1178 141 1259 1251 1388 980 76 930 363 1384
split_gain=11.0289 11.223 13.3111 23.0849 20.2773 18.2117 18.6382 16.4416 16.5199 16.203 19.4685 17.1702 16.213 14.8932 15.0656 14.9135 14.4991 13.7944 14.4604 14.1832 15.2385 16.9906 22.2803 15.6439 16.22 14.1945 13.6909 14.7938 13.5975 17.4676
threshold=5.7609878416510298 1.0111847875080273 0.77035905420283102 -0.72860298360303677 -0.89788806533823518 -0.87786729300633104 -1.0637076268994334 -0.61162631914587451 0.35571929291003868 -1.0769412657368138 1.9834070577257195 0.73487360783879419 1.2014113676269169 1.7113582445367468 1.6693584243736712 -0.24062111977706721 -0.29886588124178165 1.2180576537285257 -0.37328212900478003 1.9801826439888808 0.27665888858300786 0.22022743912894702 0.58571228832658506 0.03594673358228883 -0.50764822178836233 -0.54264614807283473 1.0969126306115149 1.0000000180025095e-35 0.86082080199664757 -0.81589700495002726
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 28 13 7 -6 -7 8 16 10 12 17 -8 14 -4 -16 -5 19 -19 20 21 22 -11 24 -22 -26 -9 -28 -3 -30
right_child=-2 2 3 4 5 6 9 26 -10 11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 23 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=8.8252158274527092e-05 -0.032124346383389728 -0.0016651904847460642 -0.0218661836051076 0.041219603476622201 0.064323398824101582 -0.052966169850207856 -0.032067442624004551 -0.027185131565645077 0.062641890466354419 -0.022002648768131568 0.093004944949211257 -0.010415785045345669 0.035038475978578447 0.048210511272406088 -0.027573734634910443 0.056072533786171434 -0.046021376964569739 0.097208242888083191 -0.0040578863838328268 0.078274745909009166 0.092589393566185091 0.025677792189883555 0.035762903953282174 0.0092914357046855051 -0.024637735696654742 0.047874966850443373 0.092577828412974267 -0.022451493733160407 0.0064719407517601539 -0.010877241417716071
leaf_count=306754 219 42962 826 52 75 62 256 439 63 321 27 242 50 62 55 60 77 46 25 48 71 357 107 182 41 142 24 32 1294 6960
internal_value=0 -0.00329943 -0.0377786 0.0934558 0.19312 0.297214 0.253399 -0.1664 0.429513 0.288687 -0.197008 0.373829 -0.358949 -0.234372 -0.309806 0.452571 -0.168786 0.462301 1.34041 0.408019 0.36306 0.17516 -0.132546 0.672174 0.996473 0.677792 -0.393192 0.639082 -0.0501009 -0.15768
internal_count=361931 361712 54958 3742 2739 2052 1977 687 192 1915 333 1582 306 1003 941 115 129 1340 71 1269 1221 785 428 436 254 183 495 56 51216 8254
shrinkage=0.05


Tree=3891
num_leaves=31
num_cat=0
split_feature=1454 21 1430 1298 1469 1467 1463 127 182 1456 1319 346 395 133 475 127 1115 1470 909 1460 1052 488 277 356 1202 417 651 1319 747 522
split_gain=11.0176 11.5616 11.6332 20.0978 20.3812 19.9965 19.6423 19.6414 18.3743 17.7418 17.3397 17.252 16.984 19.9801 19.0611 18.8971 20.4882 18.5088 19.3913 17.5361 22.2744 20.3439 18.3024 17.3348 19.5862 18.2986 16.8954 18.7132 17.7264 19.046
threshold=-1.0640499357927207 -3.2545899522946695 0.54622893720785959 1.0000000180025095e-35 -1.1374964112163577 3.8567296589757825 2.00503676632079 0.72893521131757844 0.80071687052116158 5.6068634316437889 2.3255496336404451 -0.13787129635726464 0.66415532897360485 0.5744186475241726 1.0000000180025095e-35 1.7945150566950006 0.71989255998801027 0.82151526813113451 -0.49424431149817255 0.071504580386072242 2.5076103981483828 -1.7820632633467939 1.9062264005689884 -0.49694440087947167 0.39441124349215584 -0.4454548168676809 1.1107569744011787 -1.9061454630617805 0.98810451262880827 -0.71745339412579689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 9 7 11 -9 12 -3 -7 13 15 23 -6 17 18 -17 21 22 -16 -21 -14 -25 -26 28 -28 29 -4
right_child=1 2 26 -5 5 6 -8 8 -10 -11 -12 -13 14 -15 19 16 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.019210974914018498 0.014500632076747764 0.0014316620961819136 0.0040665508820839323 0.00025253841798859682 -0.0025324487169748611 0.012447868635387325 -0.019841035627998591 -0.050453009051147614 0.058341599259021763 0.016614168611715163 0.027081370126339932 0.050359685918779054 0.010668325630985914 -0.0094227355235992436 0.074727630926044383 0.0084980636183754413 0.0047165176987521932 -0.037283372871449685 -0.018357669090092819 0.0042973546974010386 0.071655002893883907 -0.0092409154052217439 -0.055953777629447858 0.0033501795370462642 0.0087996454457354486 -0.01647326494254894 0.031201225380471723 -0.0036689996563937484 0.0060802274282479949 -0.00027284210632504835
leaf_count=604 702 14309 16785 151635 71059 303 194 97 22 587 281 264 3022 13176 41 755 1099 782 2198 1900 63 5356 84 6457 565 1586 161 11191 8178 48475
internal_value=0 -0.00294208 -0.00355667 -0.0116573 -0.0372141 -0.0512465 0.284834 0.449425 -0.456116 -0.0550191 0.0408462 0.603231 -0.0579563 -0.0757297 0.0037786 -0.0609821 -0.23305 -0.33699 -0.23789 -0.0941874 0.0866787 -0.171026 0.0427071 0.0600092 0.00859115 -0.195075 0.0188541 -0.0613739 0.0312324 0.0179242
internal_count=361931 361327 360625 275835 124200 109610 880 686 119 108730 14590 567 108143 89069 19074 75893 4834 3735 2953 7444 2047 5397 1984 11630 8608 2151 84790 11352 73438 65260
shrinkage=0.05


Tree=3892
num_leaves=31
num_cat=0
split_feature=862 1402 712 692 922 1306 261 222 352 689 1449 567 1074 485 977 1259 485 660 968 976 6 503 142 592 1035 901 87 760 1132 848
split_gain=10.9659 18.6017 19.1425 18.2496 17.9034 18.0137 17.0852 18.4871 15.2559 14.4155 15.8522 14.3235 14.1598 14.7046 16.1009 15.6185 15.2796 22.9928 17.5592 16.6662 15.1489 14.6599 14.455 16.4466 15.5498 14.3676 16.7264 14.7153 14.3438 14.6403
threshold=-0.97446007815901359 1.0000000180025095e-35 -0.63779424894106762 0.84838598192970316 -0.48685051327531409 2.3107548394452233 2.1775222360406636 0.067416116712067417 2.3499080807081874 0.41500081905592562 0.23597764718087469 -1.3827538332785909 2.295739370562154 0.98387308549849684 1.0367747076288858 2.4110759866694713 0.69824717816481485 2.2546142313779782 0.28332443426289666 0.91996454697414454 -1.000256156968369 -0.52666046739993566 -1.1155414184294721 -1.0000000180025095e-35 -1.2571686118036516 -0.53994217474033357 2.1405030998048948 3.036027868663453 0.34094634333328616 0.78396401892496781
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -3 12 -8 -6 10 -7 -1 13 15 -15 16 18 28 19 -4 -20 -17 23 -22 -24 -21 27 -27 -18 -30
right_child=-2 4 6 -5 8 9 7 -9 -10 -11 -12 -13 -14 14 -16 21 17 -19 20 25 22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.031870618447058456 -4.1542166030772297e-05 -0.0037857481559346109 -0.015638036566594762 0.044787084161630235 -0.018000756511361061 -0.044222079599919119 -0.016287195594194448 0.053174522672513394 0.036810252634188474 0.08462731283914017 0.087375945171674282 0.0095503102979258118 -0.031631544397584394 -0.010220412716720693 -0.052402919993278098 -0.030542559011211331 -0.0029778715501333343 0.14570365517809855 -0.027569506315323102 0.025806707604724356 -0.00022873640547679342 0.058847774731828784 -0.047033171662425571 0.10215595835477941 0.0099126842975315009 -0.025622165737345583 0.070150289190272344 0.11085858857063409 0.1302849107799981 0.026718040438729624
leaf_count=193 347105 1855 2633 152 3076 66 102 133 87 65 23 1569 412 948 199 52 293 25 269 343 44 112 106 42 1358 481 50 21 21 96
internal_value=0 -0.0744512 -0.00708116 0.208199 -0.206481 0.00217594 -0.0712954 0.558508 -0.327916 0.891884 0.0314446 0.124767 -0.0967298 -0.0709562 -0.348403 -0.0167718 -0.0415108 0.411335 -0.0840655 -0.205178 0.115969 0.754724 0.199017 1.12234 0.134614 0.137973 -0.214622 -0.400055 0.276448 0.937005
internal_count=361931 14826 9654 1914 5172 2009 7740 235 3163 154 89 1762 7505 7093 1147 5946 5782 435 5347 3528 1819 164 1550 86 1464 895 552 502 410 117
shrinkage=0.05


Tree=3893
num_leaves=31
num_cat=0
split_feature=652 816 694 346 817 830 1190 603 1244 227 421 1245 777 291 424 220 1176 762 1168 154 908 774 423 986 280 1438 1248 590 1115 703
split_gain=10.9759 15.5125 18.2682 17.725 17.0622 17.6756 20.493 21.2941 16.5942 15.8473 17.7858 15.8188 15.5615 16.879 16.3004 16.9586 15.6227 19.2986 15.5863 22.2905 15.4274 15.5503 17.1107 16.382 17.2781 17.0408 19.0606 15.3397 17.9884 16.0359
threshold=-0.98896428961744431 2.2619250002047715 -0.20207847585929431 -0.68474203202350692 1.0000000180025095e-35 1.0025818583286665 3.0412637214590359 -1.0000000180025095e-35 0.77711859163878028 -0.64419324839257841 1.2814362953188301 1.1925211252989063 1.027261834074032 2.233763294802432 0.37442244289822318 -0.13072875900591296 0.13860861965142707 0.27219294940626942 0.9917809348404073 -0.51863397129487976 -0.94355063770576797 0.6840569709360026 1.5306800731629622 -0.78078419476767669 2.3635777983951392 0.73556760293882195 -0.3986616083809969 -0.67541201360492764 -1.2801647911541296 0.23379301036949132
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 12 6 20 -8 -3 -7 -11 -4 13 27 15 -15 17 18 -14 -20 -6 -22 23 -23 25 -25 -27 28 -1 -30
right_child=-2 2 11 -5 5 9 7 -9 -10 10 -12 -13 16 14 -16 -17 -18 -19 19 -21 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.013438132706128383 -0.00041489090987111905 0.033274218816295331 0.014954791674806218 -0.030343801779721843 -0.016635362985275556 0.025829717242431289 0.089275261397714328 -0.06970589852591566 -0.057716302126402011 0.0056382544379766199 -0.046061231034565803 -0.066522875827212308 -0.0090434984615949173 0.026127581080310915 0.056964147137777567 -0.02437018224867268 0.0040194408603108304 -0.028411846806922925 0.055334091332571812 -0.0058227811191252478 0.00027959006743206511 -0.03913232156803232 0.025708673333084398 -0.0017709165066839513 0.082962983818299113 -0.0033757708156282257 -0.044054460147177885 0.0023728062533721972 0.0060731488823553247 0.019569890786488259
leaf_count=517 316050 92 330 573 1643 474 49 20 29 1019 128 33 1602 279 116 115 1913 648 132 261 6163 315 178 967 29 278 378 23014 2944 1642
internal_value=0 0.0295922 -0.229178 -0.435503 0.0363511 -0.0431758 -0.0826076 1.15577 0.263646 0.174843 0.0275917 0.163002 0.0611727 0.0795547 0.465576 0.247777 -0.0673378 -0.195625 -0.0782359 0.374401 -0.0921118 -0.0550017 -0.226435 -0.285534 -0.194511 -0.224969 -0.523579 0.0719676 0.182692 0.221587
internal_count=361931 45881 1057 694 44824 11641 10020 69 121 1621 1147 363 33183 28627 510 394 4556 2643 1995 393 9951 8308 2145 1967 1652 1623 656 28117 5103 4586
shrinkage=0.05


Tree=3894
num_leaves=31
num_cat=0
split_feature=150 263 1430 1437 1181 623 838 4 1 187 5 933 497 419 350 1109 21 1450 1455 560 615 84 432 1452 472 909 1048 1101 214 354
split_gain=10.9776 19.8936 28.5931 19.6442 19.2191 19.7054 19.2842 19.1009 19.0089 20.3621 19.1323 18.9616 23.1005 21.7976 19.7297 18.1061 19.0059 23.539 22.3174 23.9543 22.4971 21.0448 19.0202 18.8626 18.0531 18.038 17.6251 17.8215 17.5134 17.4873
threshold=-0.21670947407920635 0.66115833724634121 1.0000000180025095e-35 3.5253024523165304 0.61977844179682851 2.0106800032934848 -1.3034689586902466 1.4096051147655264 -0.3032070910984635 4.8662590981168838 1.4752957976085244 0.68806224955729689 1.7001250133015622 -0.052869491100674661 2.0213228953709348 -1.5669902479044515 -0.70163543588998201 -0.70617196192585163 0.14145834482007744 0.48127205649940913 -0.59108387774323179 0.32758467821651854 0.56563410195930608 0.93617277833781187 2.3384314522671743 2.2320253790698321 1.004271057582969 0.29771745260854815 -1.0951844875640648 -0.76511236502008084
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 24 11 29 6 26 -7 10 15 -4 12 13 14 -3 -10 17 23 19 20 21 -19 -18 -17 -2 28 -6 -28 -21 -1
right_child=1 3 8 -5 5 7 -8 -9 9 -11 -12 -13 -14 -15 -16 16 22 18 -20 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00064295022360103069 -0.0018015202796072497 0.00031560963540924573 0.0039325102314307697 -0.016605896488363935 -0.015252886027258548 0.0080014551675328931 0.0011380377280480816 0.04276836136967805 -0.018539691037945578 0.10709306456470019 -0.0055773615286326779 -0.0022121613336732173 0.011048382257365284 0.0059353941490670158 -0.022134598813889763 -0.013224492056844027 -0.00049427840499448609 0.005044399253349552 0.014702343323852941 0.032205502195043999 0.014175592992632916 -0.022323197798725297 -0.0087960325451279624 0.020637366699431257 -0.014462900048950867 0.061496966048003032 0.065309419431056795 -0.0033192531596435123 -0.015011637908708048 -0.0024370046259306571
leaf_count=37208 65052 10580 30957 527 1793 2001 43197 202 882 20 2937 6250 4768 11981 511 1704 22932 1362 2685 98 2674 596 4869 225 2475 34 57 163 1480 101711
internal_value=0 0.00991235 -0.00361435 0.0548519 -0.0162328 0.0237791 0.0126751 0.227883 0.0253207 -0.00957829 0.062923 0.0615566 0.0856374 0.0574816 -0.0134592 -0.0108381 -0.00413873 0.0796927 0.128322 0.0467294 0.137666 -0.0550586 -0.0348959 -0.164962 -0.0428987 -0.191452 -0.219197 0.378009 -0.23298 -0.0314654
internal_count=361931 175599 140982 34617 186332 47413 45210 2203 73455 39561 33894 34090 27840 23072 11091 39541 38659 10858 8929 6244 4632 1958 27801 1929 67527 1612 2013 220 1578 138919
shrinkage=0.05


Tree=3895
num_leaves=31
num_cat=0
split_feature=785 519 728 869 660 727 382 21 126 906 852 930 1097 912 592 1324 1450 789 1162 924 399 910 695 487 1004 635 1252 978 633 974
split_gain=22.2589 17.9452 26.3077 25.7882 25.5128 23.5066 24.2831 22.7406 21.7365 26.4759 21.575 21.2783 25.4755 24.778 25.0978 24.2257 20.9205 20.8394 20.5436 20.2978 20.1844 20.2507 21.7274 20.1712 22.7319 20.3144 20.087 21.6897 20.9675 20.0404
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 1.0000000180025095e-35 1.0000000180025095e-35 -1.6471741456694959 0.70880289725806289 -0.12598777323505009 1.0000000180025095e-35 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 2.0883641899847656 -0.48019420566728716 1.1248358748350926 3.334899416639062 1.8999064755685127 2.1487506720385596 1.595931724233711 1.0566345176742331 0.055091597408409507 2.17808977339492 2.0610481147698709 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -1.0333560762493308
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 10 -3 17 -6 9 -9 -4 12 13 -2 -15 20 18 -7 -10 -5 21 22 -13 -12 25 -25 27 28 -21 -27
right_child=1 5 3 19 7 6 -8 8 16 -11 23 15 -14 14 -16 -17 -18 -19 -20 26 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=4.6795192126568542e-05 4.5844228480596839e-05 -4.1148438176956158e-05 -1.4249547078628999e-05 -7.9948248278172111e-05 0.00022757797095469465 0.00024304143311550499 3.6519564268274991e-06 -2.0275791870623599e-05 -5.403924934408517e-05 -9.9858340344520611e-05 3.075451679967239e-05 -5.661990101075704e-05 0.00016058420021932085 0.0003251479125808938 -0.00035561861836979329 0.00030313280556374896 6.5337841900926389e-05 -5.6617128354013931e-05 -0.0012399539850492932 -0.00033783357378014314 -0.00047005244619853064 0.00015343787415362435 0.00018506884733763383 0.00015595725727738077 -0.00035327963899980773 -0.00049999248810148099 0.00084630549695791817 -0.001331272772874536 0.00012795362464794295 0.00057251859709255405
leaf_count=29559 15564 9447 24706 79939 2028 5244 5700 50345 10265 44747 10924 26613 8719 314 1720 1045 16350 1127 123 897 464 3009 1735 5557 412 100 171 73 4184 850
internal_value=0 -0.0162862 -0.021449 -0.032836 -0.0169199 0.0428224 0.10151 -0.0348445 -0.0387487 -0.0567758 0.0303957 0.0212706 0.0698946 0.0159129 -0.235785 -0.0171778 0.017327 0.190467 -0.0637672 -0.0707815 -0.0288563 -0.0215563 -0.0403901 0.0884954 0.186464 0.217779 0.0786442 0.0484523 0.0673398 0.493382
internal_count=361931 332372 310854 251671 166407 21518 12071 123858 121830 95092 42549 59183 26317 17598 2034 32866 26738 6371 10388 85264 31821 31357 28348 17843 6919 6507 5325 5154 5081 950
shrinkage=0.000980392


Tree=3896
num_leaves=31
num_cat=0
split_feature=785 1358 144 1307 858 1175 968 553 420 498 1451 125 1185 832 899 354 982 8 843 764 1118 359 917 1382 1392 1469 1053 1470 622 914
split_gain=11.0746 12.3038 23.6278 21.0372 21.0173 22.3325 27.3625 20.1825 19.2238 18.3367 17.8659 19.3347 17.6543 20.5484 18.2254 22.5551 19.5037 18.4096 17.8902 17.974 17.6868 18.0792 19.72 19.3638 17.6223 17.4981 20.3709 17.2141 16.8615 16.7189
threshold=-0.86283290253235112 1.0000000180025095e-35 2.4476309066397559 1.3390041783085433 2.1406758129868066 0.59672810206928639 2.2565881630184847 0.057212847367097246 3.9030000596770003 1.9765742802348489 -0.27873446184249567 1.0000000180025095e-35 -0.23505348096189796 2.2651951013630871 2.1261761439130367 -0.78936350065394822 0.061623664734912972 -0.44339488168257696 -1.5705567340582645 0.4946156859956074 0.83904857587195247 1.9314762844709532 -0.67390942486905525 0.23275957718761422 1.3811799370780193 1.5376858287425978 0.52352791806967269 -0.84998810041942108 -1.02597740133393 -1.0335625379031559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 5 12 7 9 29 -7 11 -6 20 14 16 -16 18 -17 -14 -20 24 22 -22 -23 -2 26 -8 -18 -21 -3
right_child=1 2 -4 -5 10 6 25 -9 -10 -11 -12 -13 13 -15 15 17 27 -19 19 28 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019131335915616888 -0.00093244279301931397 0.0033361609228733644 -0.0086288307868502886 -0.0050009569124386498 -0.0026100162235257688 0.002980076067256315 0.020277857389413734 -0.0030367225405715918 -0.024539546560429105 0.020200443869016073 -0.0011718972909148442 -0.019438792126683362 -0.018018046038109265 -0.015951511460922645 -0.013915167855602551 -0.0043898183525430843 -0.0097249293391608073 0.031472286080385013 0.0059165023424344512 -0.03746215874994481 -0.0001030481485192324 -0.0077565632504469741 -0.013488687662263169 0.034297260563253378 -0.011882781117195332 0.055750462168634163 -0.02402057749910971 -0.00058377560009190968 -0.0012130003448053211 6.3617084667866113e-05
leaf_count=29559 27900 25590 4435 24047 1627 18026 861 8761 561 728 3819 1992 663 1221 288 262 3270 618 12296 173 1993 289 5356 210 2334 129 162 14975 3924 165862
internal_value=0 -0.0070994 0.00506736 -0.0244388 -0.0128647 -0.00412665 0.049543 0.034515 0.00894815 0.0745233 -0.128196 -0.244306 -0.0255907 0.00856838 0.0172435 0.285263 0.00758964 0.44869 0.0625312 0.0753008 -0.0629117 -0.160485 -0.192517 0.228606 -0.0355207 0.378306 0.280194 -0.0446229 -0.0545946 0.0100951
internal_count=361931 332372 196448 135924 111877 104439 28667 27515 192013 18754 7438 3619 75772 37690 36469 1168 35301 880 17056 16393 38082 7848 7349 499 30234 1152 1023 18245 4097 191452
shrinkage=0.05


Tree=3897
num_leaves=31
num_cat=0
split_feature=267 685 85 1037 363 1109 66 154 1184 81 288 899 428 1104 223 290 1463 158 907 1168 152 283 622 1035 1173 979 743 909 845 639
split_gain=10.7636 14.4254 17.7028 16.5862 14.2364 16.8044 15.4299 16.874 13.9275 16.1918 15.7601 18.9664 19.903 15.7199 16.5775 18.5256 16.6113 21.3404 24.3989 18.0777 16.2719 16.678 16.0365 15.9646 17.2955 15.128 15.0697 18.3022 16.9806 15.2727
threshold=1.0000000180025095e-35 1.0165023615855489 -0.17937245200326324 -0.15621239460950379 -0.39472142413581585 2.1474243540319118 0.97650219954635131 0.56722089725871294 0.91996377572718957 2.5929891945706669 1.647062468652406 0.29211802985352231 1.0800852478136467 -1.7477822608136906 -0.88650170836501474 0.58124222960615413 -0.14125974044737319 -0.29378538945404326 0.91338477980551935 1.4187720419083558 1.4503026599464299 1.6994934799482602 -0.091838154513670348 -1.4280666119403305 0.1202248276766648 0.36334147442687609 1.3761904854672382 -0.54056442760005607 -0.88082904412423113 0.010567386264870462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 -3 -6 -8 -2 10 13 12 -12 22 15 -15 17 23 19 20 21 -19 -10 -16 -25 -17 -18 28 -28 -29
right_child=1 2 -4 -5 6 -7 7 -9 9 -11 11 -13 -14 14 16 25 26 18 -20 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=7.816526754846363e-05 -0.0022819963603477192 -0.011587753031760659 -0.016047278431034259 -0.010592118865812005 0.0098705289040938674 0.081299361478097493 0.064694457047214063 -0.058041294177201157 0.087894054827417092 -0.041955234755888152 0.057821482138061646 -0.0097360444882701597 -0.057003353170385219 0.0049337494258874905 0.056421581235205936 0.016712158176008681 -0.015579566907458584 0.026613631908350522 -0.024729488098327739 -0.054297378091944563 -0.022979217649893594 0.090382863370457256 -0.024043803850428366 -0.025656979136461672 0.0092649188332592971 0.067518329875491695 -0.061572974438027318 0.014518416209817336 0.072567460162187958 -0.063560195053922464
leaf_count=316545 32440 697 3465 1846 717 37 151 34 60 120 221 138 27 932 58 187 1490 888 268 73 84 68 37 605 325 122 22 111 92 71
internal_value=0 -0.041432 -0.165437 -0.0265073 0.180287 -0.122779 0.409946 1.03385 -0.0234672 0.0875894 0.106152 0.574469 0.944332 0.0696844 0.0514989 0.313784 -0.0236543 0.115273 0.32162 0.461726 0.525869 0.620302 1.07934 -0.163097 -0.241253 0.773577 -0.206566 0.301929 1.06364 -0.195495
internal_count=361931 45386 6947 3482 1636 734 902 185 38439 5999 5879 386 248 5493 5396 1241 4155 2369 1381 1113 1040 956 97 988 930 309 1786 296 114 182
shrinkage=0.05


Tree=3898
num_leaves=31
num_cat=0
split_feature=1465 1329 1177 218 882 779 954 1104 1041 498 543 216 1262 1057 1193 1279 212 418 484 1112 705 1249 276 277 1340 1048 81 1387 1247 2
split_gain=10.6895 18.3 18.0822 19.6626 16.3208 14.5399 14.0456 13.8446 13.551 16.0624 13.3896 13.1468 12.9 20.3183 13.7614 13.6031 12.8912 12.7223 12.6015 12.4905 12.2273 12.0688 13.6946 15.5929 14.8337 14.9218 14.1799 15.2791 12.8146 12.7204
threshold=2.873316917895123 -0.21197159553920566 -0.58533274142527303 -1.8231183002593252 3.0208549420041422 -0.82890789473890891 6.099786963134739 -0.65907310757721804 1.2459531476807573 1.9385201012130144 6.2061881991058074 0.60098501437501839 -0.61652955613974825 -0.70044730040307257 -0.10772845903403509 1.5272572359135637 -0.61557911288994271 0.26598749557713591 0.38284396028969686 -0.88882431016542995 -1.2599185334635039 -0.014073022516154932 0.80691148561984127 0.11483744676785852 1.0000000180025095e-35 -0.027003981474125877 -0.48872766643197846 1.3468055788156694 0.24237377839729798 -0.031235149481707438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 20 19 5 7 10 -5 9 21 -1 -10 13 -7 18 -14 -16 -9 -15 -4 -3 22 26 24 25 -24 27 28 -2 -25
right_child=1 2 3 4 -6 12 -8 17 11 -11 -12 -13 15 14 16 -17 -18 -19 -20 -21 -22 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00023802793098139238 -0.02625587501260428 -0.02383750924298305 -0.039213534803436229 -0.033924807734908663 0.047407832594567482 -0.048410233856525278 0.025528392126375945 0.048713335538717109 0.033187018843359117 0.041188196088603045 -0.038018272821029805 -0.021701830228443866 -0.016392188210695654 0.010583387148287413 -0.040280152102648861 -0.051224252656694662 0.061237239211346987 -0.022511660259960965 -0.089675876841720889 0.077210353330894002 0.014758446149266143 0.013321654460545066 -0.07586900660037417 0.037173297900630661 0.0029826067809610741 -0.015672523717880412 0.012052419328202182 0.030453325583693049 0.0076416995676044548 -0.038989654265707663
leaf_count=353999 420 129 35 66 54 80 190 116 379 140 265 76 1488 73 21 173 101 60 29 61 788 1408 110 96 95 90 1035 111 204 39
internal_value=0 0.0817397 -0.0525293 -0.171414 -0.211658 -0.24727 -0.00460884 0.29192 0.174634 0.129933 -0.00504326 0.524201 -0.317609 0.112566 0.437685 -0.406034 0.927673 0.614395 -0.194122 1.02483 0.200977 0.099824 0.00152367 -0.351071 -0.622608 -0.969709 0.0853272 -0.157849 -0.294138 0.294147
internal_count=361931 7477 3274 2357 2261 2207 354454 242 4203 3748 354264 455 1965 304 224 1661 122 176 102 96 917 3608 2200 430 295 200 1770 735 624 135
shrinkage=0.05


Tree=3899
num_leaves=31
num_cat=0
split_feature=545 959 1094 1466 51 112 550 705 912 974 1457 885 1361 144 348 395 1370 69 1320 21 1425 885 602 471 696 843 915 1469 269 1453
split_gain=17.9546 18.4286 22.78 20.7056 20.6542 22.217 21.2822 20.5303 22.392 21.5884 19.6818 19.2839 18.957 20.7237 19.5405 19.4635 20.326 21.5954 18.5837 18.3379 24.5002 28.7916 27.5333 27.2191 24.9787 25.5709 23.7288 23.4152 27.6795 28.7884
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 2.5621452872994568 1.8613588887694643 2.2718117149406565 0.29966714842153758 1.3612027609086828 -1.8053664850396696 -0.56489514034160759 -0.44616057932366204 0.98964072280890891 1.0000000180025095e-35 0.5591401735916004 2.1800451621148382 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 -1.1902160690011778 -0.13431221002227373 -0.49854827941355384 2.2685560401286238 1.0000000180025095e-35 -0.93081268283970298 -0.87064736038904333 1.4851307761050763 0.10192271733076834 -1.1256941366283033 -0.67312717757827156 -0.20662850366848182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 12 5 7 -6 19 -9 -10 -8 -11 15 18 -15 16 17 -4 -14 27 -21 23 26 -22 -25 -26 -23 -3 -29 -30
right_child=1 4 3 -5 6 -7 10 8 9 11 -12 -13 13 14 -16 -17 -18 -19 -20 20 21 22 -24 24 25 -27 -28 28 29 -31
leaf_value=-4.1055617129703255e-05 2.736284995779793e-05 0.00011970622356233906 -2.3858116805705517e-05 0.00024811259278258331 -0.00018056998401904875 -0.00011989865099782146 0.00054252712524025816 -0.00062597508322471908 0.00022610306839502363 0.00011359453394008473 -9.6953294964434637e-05 -9.5497267022614656e-05 0.00028132257069434885 -0.00025121525201472192 0.00085020523044934595 0.0010534782803674069 -0.00028640683076859672 0.0012146777215062102 -4.8768178380727688e-05 -4.8704568892046359e-05 -0.0001127266729758656 -0.00049607035875174634 5.0526641063355148e-05 0.00013464321175009916 1.0494265961875151e-06 0.00015034492576819215 0.00014168946992806268 -6.9919195699025242e-05 -2.9140559512397617e-06 0.00010050122500473866
leaf_count=94059 13044 10989 704 765 6272 8858 375 282 4460 6077 567 2957 1009 3800 74 68 9080 101 8905 49337 6664 1514 1068 9956 44913 5631 361 17181 31307 21553
internal_value=0 -0.00093409 -0.0553675 -0.104692 0.00568001 0.00913605 -0.125261 0.0129374 0.0946747 0.10532 0.182496 0.0443961 -0.121309 -0.0704023 -0.227242 -0.233195 -0.247495 0.194774 -0.0126389 0.00712555 -0.0101851 0.0153272 -0.196934 0.024509 0.0382892 0.0187202 -0.377838 0.0333805 0.0169185 0.0401157
internal_count=361931 267872 37550 24506 230322 223108 7214 214250 13776 13494 942 9034 23741 13788 3874 9953 9885 805 9914 200474 119444 70107 2943 67164 60500 50544 1875 81030 70041 52860
shrinkage=0.000980392


Tree=3900
num_leaves=31
num_cat=0
split_feature=785 181 49 1286 920 727 1450 1450 710 332 486 117 1361 508 951 965 905 287 1467 309 1316 771 917 347 321 699 414 830 213 689
split_gain=28.1503 22.3605 20.0751 19.7802 25.9951 29.5266 25.3787 25.1699 20.4711 29.1368 28.3604 27.2145 23.6651 23.4251 24.0706 23.2695 23.0796 21.565 21.8843 21.5079 21.4406 21.4708 22.6933 21.403 20.9979 21.9219 19.7158 19.6829 25.7227 19.6041
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1349154245379338 0.78161905918100072 -0.83967173534858641 -1.5722412400100421 0.88343564287383192 0.87081989481316024 0.46798748183790811 0.65944866827063242 1.0549436446219573 1.8421106730875214 0.55035703183932794 0.93928964529742032 0.4454315257619969 0.10980254379742337 1.5116283783767452 -0.19987084340329564 2.5436416890244042 1.0000000180025095e-35 -1.3855227011554525 -1.2136262779310123 0.19424542838411679 -0.25373281499351835 0.46728705763592832 0.6339904733367816 2.9141476272203395 1.8227892136636004 -0.99842785472427087 -0.4288425582216272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 9 11 24 12 17 14 19 20 -14 -2 -19 -10 -16 22 23 -22 -11 -26 -21 -4 -29 -15
right_child=1 -3 27 4 -6 -7 -8 -9 13 10 -12 -13 16 29 15 -17 -18 18 -20 26 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=4.511429101019017e-05 -0.00012954366243056551 -6.7328719542833224e-05 -8.7545910980149269e-05 -0.00029427104109012151 1.4258899791706313e-05 0.00025972465180990143 4.5471828378237478e-05 -0.00067068015454751161 -0.0001406816847369187 7.289047807057884e-05 -0.00015326427848461949 -0.00024011892283921669 -2.8968804203685525e-05 -6.862053389982278e-05 -0.00099343619677684709 -8.0045640381164529e-05 0.00014766573793711227 -5.2123295604811796e-05 0.00032692012454054684 -2.598596230979005e-06 -0.00046171241049724831 0.0001889005180852609 0.0027897603871097111 0.0014058650804878454 -1.2280766670429207e-05 -0.00036916723728983453 0.00067042707731408159 -0.00043926295088490103 0.00026715181457365232 0.00021360051638465058
leaf_count=29559 30079 69820 32130 484 39504 3562 24080 326 8995 18779 3847 5280 18106 1588 91 2130 3961 41126 770 12292 60 3904 26 59 3800 1021 200 371 1535 4446
internal_value=0 -0.0257136 -0.016932 -0.00973682 0.0323273 0.196561 -0.0205053 -0.0314185 -0.0301283 -0.0438556 0.0156405 -0.0647797 -0.0560549 0.019861 -0.00959426 0.108269 0.00472266 -0.0796313 -0.0451139 -0.0489342 0.202583 0.222898 1.05509 0.631426 0.042722 -0.0834764 0.0095036 -0.0736288 0.153056 0.1436
internal_count=361931 332372 262552 228516 43550 4046 184966 160886 160560 126769 27447 99322 94042 33791 27757 6270 22067 71975 41896 21487 4140 4049 145 119 23600 4821 12492 34036 1906 6034
shrinkage=0.000980392


Tree=3901
num_leaves=31
num_cat=0
split_feature=545 959 1094 785 801 1466 346 1108 562 1361 144 348 395 1370 69 1320 21 833 281 710 651 694 705 588 1356 1023 1459 934 637 354
split_gain=20.473 20.9497 22.9935 21.4078 21.0105 20.8016 20.4562 19.4366 24.7887 18.9144 20.7729 19.5063 19.3346 20.1614 21.6718 18.4705 18.4489 18.2007 18.1083 22.0063 28.4228 25.7001 23.8544 28.9041 27.0634 33.2667 29.7894 27.1356 26.9317 23.4803
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.86283290253235112 1.4302281316754546 2.5621452872994568 1.8878611470261404 -0.80906542193817399 0.77590127013478727 1.0000000180025095e-35 0.5591401735916004 2.1800451621148382 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 -1.1902160690011778 4.5933813388752975 -0.58547521873134578 -1.1363783286532996 2.2715054174694553 1.1107569744011787 1.5971885257955603 0.42325249380490987 2.250834115212506 1.0000000180025095e-35 2.2900273674543703 1.6998021173033007 1.0000000180025095e-35 2.3568466910619876 1.255815604468862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 9 16 8 -6 12 15 -12 13 14 -4 17 18 -11 -5 22 21 -21 -20 24 29 26 27 -26 -29 -24
right_child=1 3 5 4 7 -7 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-4.5567610165827016e-05 2.2363850464206989e-05 6.4382020872861092e-05 -3.1065111664957732e-05 -9.021160861707634e-05 0.00017562705156893337 0.00024327511980783246 -0.00010656029243769568 -0.00011292668774482689 -0.00045890549089011389 8.9961423417199978e-06 -0.00025661751876573593 0.00084230524298371996 0.0010414095627344824 -0.00029117273431001245 0.0012087728733090955 -5.4162364330722716e-05 0.00089832923981438917 0.00063110970135766501 -1.9409806497518606e-05 0.00031071093996467306 -0.00028279537175481033 4.7359468299326189e-05 -2.1721012358642797e-05 0.0001803658782582037 -3.5709463035061838e-05 -0.00029952078925259764 0.00042316971310201948 0.00014760829544810546 -0.00048254939072866647 0.0001393204778064948
leaf_count=94059 13044 24714 704 10485 2247 765 9086 14496 388 617 3800 74 68 9080 101 8905 95 392 85479 2875 698 3797 44888 4965 6178 970 1069 12765 327 4800
internal_value=0 -0.00281052 -0.060755 0.00424388 -0.00338411 -0.110222 0.0032845 -0.0809064 0.0952302 -0.126835 -0.0760589 -0.232831 -0.238389 -0.252621 0.187118 -0.0183167 0.00816612 0.279923 0.0075996 0.0126721 0.127755 0.170857 0.00706453 0.0343744 0.0223916 0.0847939 0.102767 0.0827862 0.136048 -0.00666038
internal_count=361931 267872 37550 230322 205608 24506 188477 17131 2635 23741 13788 3874 9953 9885 805 9914 179391 1009 179296 168811 7370 6672 161441 75962 70997 21309 20339 19270 13092 49688
shrinkage=0.000980392


Tree=3902
num_leaves=31
num_cat=0
split_feature=1078 1465 1462 1465 1353 1459 1427 1465 1466 1460 1450 1457 981 553 21 1462 1462 21 1463 1098 1468 21 1450 1450 1453 1459 1458 1462 1465 1460
split_gain=11.0159 13.2142 23.7176 24.7955 23.6175 21.392 19.8737 22.2512 28.7413 29.0426 31.1885 24.0637 21.6509 19.729 18.886 18.6824 24.361 27.113 28.3085 29.686 26.4462 31.5857 25.7881 39.8951 25.7826 24.1017 26.059 23.1905 22.9145 22.7886
threshold=1.0000000180025095e-35 0.56487967955244278 3.4653406265423476 0.2596866816849363 -0.47347578895997017 5.2231851033232575 0.48575677691355118 0.48890525498502457 -0.21472324351671801 1.3228809068545828 -0.64336475143025185 0.27908675490004514 1.7722402912473476 -0.11779146289539687 5.0661506937650538 1.4481397759782462 0.64216061943476632 0.43301101584543472 0.075761483801935647 0.19381361040592709 0.90889364240410331 0.2439032738895319 -0.53388413047336081 -0.60233051400151494 1.2041679343814773 4.5780457843415556 0.14052504452646655 1.5959916275770654 -0.063611481550710794 0.071504580386072242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 13 6 7 14 11 10 -10 -9 -8 -3 15 16 29 20 19 28 22 -22 23 -18 -20 26 -17 -28 -19 -1
right_child=-2 4 3 -5 -6 -7 12 8 9 -11 -12 -13 -14 -15 -16 25 17 18 24 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013792212929389681 -0.0016408427149227083 0.0075681751363625861 0.0053417761957436898 0.033728601746578928 -0.00015310950240540522 -0.02274019055464262 0.0010150698111769149 -0.029143943580370552 -0.016401133570465513 -0.029728151945324806 0.022094363943186802 0.00066538647469197086 0.010775485400740775 0.0002233026015359571 -0.085994663279944428 0.0087387065510064234 -0.0083714267848119459 -0.030893835464027852 0.0041179145287054183 -3.0677886886775667e-05 0.0041089020912740051 0.045579804589369881 0.00034705648889527403 -0.05009897327407891 -0.038183953736570117 0.058264846651021655 0.016447344835107163 -0.0078090595759290242 -0.0058359544120830604 0.0019827914047616762
leaf_count=115386 71586 11673 2305 367 32890 499 53340 1413 467 337 750 523 3008 7907 29 5124 2901 1929 1608 889 1610 216 5170 378 205 74 548 3077 658 35064
internal_value=0 0.00266856 -0.00486684 0.192796 0.0352555 -0.00761218 -0.0065025 -0.0186064 -0.205683 0.0205437 0.180328 -0.409399 0.0316805 0.0962405 -0.0149636 -0.0146177 -0.0204299 -0.107995 -0.240518 -0.365017 -0.0368412 0.211318 -0.0938042 -0.262032 -0.0141521 0.0857654 0.0730261 -0.074837 -0.490722 -0.0112386
internal_count=361931 290345 237875 2672 52470 235203 234704 178356 3490 1554 1217 1936 56348 19580 174866 174837 166014 15564 5289 3476 10275 1826 8449 3279 1813 8823 8749 3625 2587 150450
shrinkage=0.05


Tree=3903
num_leaves=31
num_cat=0
split_feature=785 727 728 647 590 784 921 727 1002 209 982 691 570 1421 82 350 422 1396 11 494 832 1117 831 350 306 641 1246 770 1113 73
split_gain=20.6077 17.5685 16.8826 19.2702 42.0806 18.5877 19.3428 20.2665 18.1738 20.3618 17.4867 18.8676 17.4053 18.0937 17.7756 19.3087 22.9291 22.1088 18.5393 17.3373 17.9501 17.3229 17.1741 17.1092 21.1047 20.7117 18.1778 19.8463 20.1481 18.2503
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 -1.5722412400100421 0.69854289147193727 0.23696906566319156 0.48144857586768636 -0.25709740067490466 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 0.9338414958155935 -1.1659372259537972 -1.2591097148690287 2.4447367217090523 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 -0.4213603389737493 1.2589059659131825 -1.4350361017064479 -0.31774271603929538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 23 10 19 -10 11 -8 13 14 15 16 -5 -17 -18 -9 -21 -6 -19 24 -7 -26 -25 29 -29 -28
right_child=2 -3 3 12 21 6 7 8 9 -11 -12 -13 -14 -15 -16 17 18 22 -20 20 -22 -23 -24 26 25 -27 27 28 -30 -31
leaf_value=-1.610326102905621e-05 -1.7312094520183065e-05 9.081500401151946e-05 -4.3244008350408162e-05 -0.00011764697937906278 -0.00068236967904051885 -0.00015122576571608814 -0.00026604858079982768 0.00027500900116832498 -0.00039830907480225435 0.00020699196000504598 -0.00063184946621822036 0.00030620996761793168 -8.2103032844928935e-05 -0.00021645044870688052 -0.00015175607196722091 0.00012844984047977686 -0.00037831370450270506 -0.00015621607299994713 0.00027978682276690405 -0.0018974800600623746 -4.7607196865965353e-06 0.00043162313668927162 0.0014241355564473391 0.00010580392468324439 0.00017524802527483396 -0.00013813401387843943 0.00010901980434784352 0.0014543431752385664 -0.00029865899237488153 -6.1521783223583289e-05
leaf_count=12551 190291 17008 4821 8640 93 6553 550 4514 480 482 276 468 61493 2973 3798 12404 341 2545 1505 27 798 1291 31 10390 2409 1724 5108 27 1486 6854
internal_value=0 0.0443162 -0.0172676 -0.0467184 0.0812823 -0.00752735 0.0339576 0.131069 0.18017 -0.087892 -0.117718 0.00367427 -0.0570109 -0.00892177 0.00873395 0.0330788 -0.05588 0.0889262 0.18269 0.2291 -0.0587207 0.389559 -0.131061 0.0110121 -0.0668222 0.0530317 0.0423179 -0.0130172 -0.263835 0.0161128
internal_count=361931 29559 332372 99935 6205 232437 42146 7595 6301 962 1294 1018 93730 32237 29264 25466 10486 14980 1846 5339 825 1384 2576 34551 10686 4133 23865 13475 1513 11962
shrinkage=0.000980392


Tree=3904
num_leaves=31
num_cat=0
split_feature=43 1462 892 73 911 135 49 146 1381 822 832 362 639 296 440 1189 1311 1189 911 956 361 626 1179 1452 1379 1045 1174 558 1383 155
split_gain=10.8587 13.3553 15.1327 19.6435 18.0999 13.8019 13.2253 16.859 18.5616 17.9133 19.1919 17.1631 16.8167 19.3472 19.7779 18.2186 17.5683 16.0432 16.8576 18.5985 17.9938 15.9858 16.5376 15.9233 16.6533 15.7912 19.9157 23.9694 15.7813 16.7642
threshold=1.0000000180025095e-35 3.8184655586880809 -0.27465669603247284 -0.34072769045957313 -0.78372711867748623 -1.0578481955510421 1.1349154245379338 2.0556245044164494 -1.0593082161401268 0.25342400762682576 1.965834562738124 -0.47000905308830948 -0.7176259437383129 -0.55572005815129011 0.60986620974975603 3.1007877144379763 2.2562278445832713 2.3917266918659457 1.1119511361441763 1.0000000180025095e-35 1.2751333301261532 -1.0880216418104418 1.6746611546676566 1.9544793412667429 0.84571195194896942 -0.94839276417809548 -0.5725953281059355 2.0677935973134409 2.444773164663256 0.22721337214438689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -6 -1 9 -9 10 12 -12 15 25 16 -8 -15 18 23 20 21 -20 -23 24 28 -14 27 -27 -11 -30
right_child=1 2 -4 4 5 -7 7 8 -10 17 11 -13 13 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00041845131803809978 -0.0017689322293051167 -0.022457386135260989 0.038407866512321504 -0.043089513993621459 0.099327950891069036 0.023609458769132015 0.006008725335105488 -0.038833339295852087 0.013430252534923796 -0.0057836141642802945 0.0021966670068147313 -0.03162913786695417 -0.0097975682441716096 -0.00032092588113509231 -0.01226977778885751 0.06072208129442256 -0.032153990059874009 -0.0414542751202812 -0.025021448823303712 -0.008569687594117234 -0.04865363119595436 0.021442586258773252 0.10124089381570867 -0.034567928519460431 -0.020159729594662959 0.01631492316939577 0.0018560898109759643 0.10504590736803546 0.077997627868447508 -0.015590331117578397
leaf_count=250660 74160 205 206 57 42 107 3670 91 1271 8710 391 682 956 8303 3578 68 270 236 119 971 57 717 43 349 1716 1279 2880 34 54 49
internal_value=0 -0.0317146 0.299748 0.0310394 0.566478 0.917303 0.00280101 -0.041795 0.19965 -0.0536063 -0.0142608 -0.358228 0.000460875 -0.0312211 -0.084902 0.146505 -0.0252859 -0.134386 -0.121876 0.0863421 0.311723 0.393716 0.505065 -0.166523 -0.146204 0.0894551 0.149627 0.38273 -0.101126 0.78597
internal_count=361931 74777 617 411 206 149 287154 36494 1362 35132 22111 1073 21038 17300 12151 3738 8573 13021 12785 1907 936 879 760 10878 10529 5149 4193 1313 8813 103
shrinkage=0.05


Tree=3905
num_leaves=31
num_cat=0
split_feature=785 728 647 590 570 784 921 726 1002 209 1421 82 350 422 1396 11 636 50 1047 759 24 1333 1424 966 834 589 982 691 1022 785
split_gain=24.9998 17.1247 20.3402 46.0073 19.0181 18.944 19.6141 21.242 18.6992 20.8275 18.1147 17.8774 19.0464 22.6703 22.1132 18.2748 17.6588 17.8394 19.0182 19.374 18.577 21.7318 18.159 19.9061 17.8206 17.6633 17.5176 18.8196 17.4343 19.4997
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.4998781572545779 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 0.69854289147193727 0.23696906566319156 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 2.4129057422810987 1.4829784501753427 -1.0794544675301283 1.4616517543220227 -1.07597918964634 -0.70033788506809547 1.0000000180025095e-35 1.3401758555639931 -1.4094422614488524 0.34879007543356905 0.37516378823913615 -0.25709740067490466 1.0000000180025095e-35 2.9970139449733542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 10 28 -7 26 -9 -10 11 12 13 -4 -14 -15 17 -6 22 24 -21 -22 -19 25 -20 -24 27 -8 -2 -30
right_child=1 2 4 -5 16 6 7 8 9 -11 -12 -13 14 15 -16 -17 -18 18 19 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=4.9266742230875996e-05 -4.4214146397453107e-05 -4.5788974817928245e-05 -0.00011537860021614406 0.00039909211511457329 -0.00010429794905360073 1.0794459162457391e-05 -0.00024492423530742035 0.00022900893293909317 -0.00040555925634874854 0.00020906566358011705 -0.00021532939688513166 -0.00015091533097752433 0.00012961750512814708 -0.00037421764033933476 -0.00012750459995988575 0.00027999982201197613 0.0003190606598748643 0.0010299273138954363 0.0011950113004620413 0.0020421576373246672 -0.00092877090571526829 0.00054659739308488345 -0.00078679424247060192 0.0018749090551531686 -6.4967521678593027e-05 0.0010641850478550546 -0.00056753608644442236 0.00032935868268110628 -6.1550108230262533e-06 0.00014077967966272508
leaf_count=29559 87290 4821 8640 1384 56011 34551 564 5292 477 481 2973 3798 12404 341 2576 1505 621 196 62 28 68 291 141 20 4018 37 334 447 98491 4510
internal_value=0 -0.0176011 -0.0472669 0.0842633 -0.0578437 -0.00778562 0.0341236 0.132006 0.183621 -0.0892757 -0.00752287 0.0101587 0.0345955 -0.0538601 0.0900846 0.183587 -0.0857712 -0.0907056 0.0416075 0.00114149 0.469067 0.325358 0.557476 0.00169281 -0.0478702 -0.332742 -0.11649 0.0165146 -0.0180148 0.000108018
internal_count=361931 332372 99935 6205 93730 232437 42146 7595 6250 958 32237 29264 25466 10486 14980 1846 61493 60872 4861 4467 387 359 394 198 4080 178 1345 1011 190291 103001
shrinkage=0.000980392


Tree=3906
num_leaves=31
num_cat=0
split_feature=785 1309 62 1088 365 269 1042 734 567 690 1434 271 635 830 878 422 1247 904 1249 0 61 1462 1466 762 968 1467 1242 362 277 16
split_gain=25.5816 19.2929 22.3378 21.3003 20.5226 21.8662 20.1004 26.2274 21.0138 22.4875 22.0858 21.2724 19.8123 18.3899 19.7306 21.6342 20.0599 18.7262 19.7137 18.3042 18.1888 17.8108 17.7636 17.5734 17.3121 18.24 22.0374 18.1796 18.7829 20.5428
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.7639737144699819 1.7886704068378352 1.0000000180025095e-35 0.91363437831498873 0.85494804639094091 1.7811711699895054 -0.99375782586399386 -0.42195508979895918 3.1043109927646175 -1.0561507523790512 0.70639586890216266 1.6473864309851525 0.9847938540803961 -0.22727425639912183 1.0138850449405574 0.280204087680616 1.1400540285317871 1.7262725660818381 3.8184655586880809 0.18887832110550515 2.2151936995269046 1.5275874431107141 -0.32396346884678595 0.44068897136424839 2.1072475406337596 1.1440155498155919 -0.73456591502106916
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 13 -2 -6 7 8 9 10 -4 -11 19 21 15 24 20 18 -18 -10 -17 -3 -14 -23 25 26 -15 28 29 -27
right_child=1 3 6 -5 5 -7 -8 -9 12 11 -12 -13 22 14 -16 16 17 -19 -20 -21 -22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=4.5324954582668697e-05 -5.403030436473602e-05 -1.4474536198329079e-05 -5.3524006276528116e-05 -0.00023634797469872465 -0.00012163299828307397 -0.00047608071094490856 -8.1482368213342009e-05 7.1059562394186869e-05 -0.00050807154010247936 -4.0020542629256415e-05 0.0001518542949226666 -0.00031449302534555687 5.9170193160750643e-05 2.202173477983478e-05 -0.00011640413117271762 6.7016397198367658e-05 0.00049191603345329017 -0.00020601416705891607 -0.00010040932141416028 0.00099820409729071817 -0.0012388939641265122 0.00029732616793717859 0.00033103465585982052 -0.0010117690247888557 0.00022456384101248979 0.00021683268664570823 0.00028922008282536275 -0.00071465959346102162 -0.00038342174863138632 -5.9425228975439339e-05
leaf_count=29559 98638 72540 5112 1821 5721 1600 23501 18727 492 67208 6285 2242 3752 4472 2358 1160 1645 247 277 51 51 1011 1500 44 2069 1517 1948 214 700 5469
internal_value=0 -0.0222431 -0.0352406 0.00286378 -0.064197 -0.206961 -0.0154375 -0.00259857 -0.0205636 -0.0310479 0.0657595 -0.0470675 0.107178 0.00719365 0.0605884 0.0831993 0.233823 0.352164 0.418045 -0.360503 0.016833 -0.010188 0.142774 0.250186 0.0499618 0.0226564 0.108209 -0.04675 -0.0310369 0.000431709
internal_count=361931 332372 234829 97543 105959 7321 128870 105369 86642 80847 11397 69450 5795 95722 22127 19769 3380 2169 1922 543 1211 73595 5252 1055 16389 14320 6420 7900 7686 6986
shrinkage=0.000980392


Tree=3907
num_leaves=31
num_cat=0
split_feature=785 727 911 653 829 4 1048 910 845 1328 1329 1328 14 1322 667 493 347 208 1118 733 1047 1465 1458 1458 21 1457 139 1456 1457 559
split_gain=11.0211 12.5541 13.1606 13.6936 14.385 14.8207 14.0723 13.8239 17.6859 14.5344 16.3065 16.2543 14.0697 16.1153 13.1352 12.4171 19.6707 16.4968 13.915 13.8892 13.2173 13.0773 19.8293 19.0689 15.3699 20.0382 15.6113 14.2697 14.2116 16.1368
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1609772979068056 1.4216543509230546 0.89695662573693047 0.070973424260765333 0.35527900714186617 1.1330630486888882 2.0469170832554311 1.9676757525560278 -0.29910527366491785 1.923049881825718 1.3385519134868267 -0.34075714353835312 1.473346372007182 1.8061828062110108 -0.29968852659966044 -0.88101090699374385 0.3224751377013273 4.2919488699855179 1.0796642926497022 -0.51322729858334903 -0.46589091170928792 -0.53528856453620277 1.189441983669046 0.078020128969186059 -0.46877373139516171 0.82504800527607469 0.63151525041848589 -0.73099579094183131
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 14 -6 9 12 11 -11 -1 -9 -14 -5 19 17 -17 -19 21 -18 23 -23 24 27 -26 -27 28 -3 -30
right_child=-2 15 -4 4 6 -7 -8 8 -10 10 -12 -13 13 -15 -16 16 20 18 -20 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0012642551734204036 -0.00037586480559512756 -0.025571785219538946 0.0092027706817145952 0.016653293552739812 0.062308967630540696 -0.014354389537291616 -0.001789693949169651 -0.021698931033032776 0.057976082059338241 -0.0014293800209073087 -0.048004034325519834 0.082053932718374925 0.078994902853336033 -0.024304855153605635 -0.056985127894020618 0.032414649421942131 0.014945825882029952 -0.058529042816397529 0.00091799903697773865 -0.075064269698107033 -0.033624339038545621 0.012951847426343527 0.0030271959370600414 0.0044229513038998268 0.033495419860965832 0.034476528348504003 -0.11509163634707249 0.009482544076633459 -0.068270986246478205 0.034631302584065181
leaf_count=8560 332372 933 1327 619 108 373 64 944 31 211 191 25 30 34 34 38 338 186 68 33 86 4434 6435 3864 179 20 25 244 26 99
internal_value=0 0.0377214 -0.0136931 -0.0389243 0.180994 0.083003 0.762225 -0.0655427 -0.305191 -0.0378986 -0.467966 -0.0198344 -0.361142 0.568135 0.268291 0.0788776 -0.206743 -0.648113 -0.861598 0.0920709 0.0995845 0.0948385 0.140597 0.0039443 -0.210359 0.350871 -1.1472 -0.302327 -0.415693 0.298162
internal_count=361931 29559 12551 11224 1198 1026 172 10026 1039 8987 402 8585 1008 64 653 17008 716 292 254 16292 424 16259 10869 5390 1526 224 45 1302 1058 125
shrinkage=0.05


Tree=3908
num_leaves=31
num_cat=0
split_feature=332 395 471 1065 977 770 12 996 635 1186 401 1320 54 419 830 1449 391 320 1329 779 282 1370 1362 629 419 906 431 427 1251 1462
split_gain=17.1778 48.2582 25.9388 27.5673 23.6274 22.8552 20.3894 21.2381 32.1217 21.1252 21.9146 19.5871 21.8045 25.096 20.5953 19.2711 19.9754 19.6031 20.5869 19.4386 18.9375 18.8712 21.4969 18.7502 18.0677 20.9695 17.9191 17.7702 18.2296 17.559
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.4442116471105977 -0.50811231681973057 -0.59727736220901595 1.0565563832172893 1.0461461580237101 1.1148764077371582 1.0000000180025095e-35 -0.69332819957971314 1.0000000180025095e-35 2.2408561221010506 -0.12900051153156636 0.74561756370782817 1.0000000180025095e-35 1.0000000180025095e-35 3.4211239402241866 0.35500023980859657 2.3623678445702434 0.70223084764880606 1.0000000180025095e-35 1.7152085040206202 0.022660468432831 -0.86276811873230785 1.8050882928612102 3.0716391915160925 -0.12553173222241615 0.37407200465964635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 24 6 5 -5 -4 11 9 10 -9 12 -8 -14 -13 16 29 18 -18 -20 -3 22 -17 -7 25 -2 -10 -19 -29 -1
right_child=2 20 3 4 -6 23 7 8 26 -11 -12 14 13 -15 -16 21 17 27 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00010082190814920288 3.1190118600459841e-05 6.8760015248359647e-06 -2.8145928287522831e-05 0.00017277392286515737 -0.00056808059056474977 -8.2171375583509317e-05 -5.86117513224241e-05 0.00079995235606215474 -0.00046134608139765387 -0.00044385370160396771 4.5884261678755165e-05 5.9109722056038535e-05 0.0001851666708834263 -0.0009698758443364144 0.00018262085719470978 0.00014058665834115638 -0.0002960211814378515 -0.00011270964991552061 8.7681677953006345e-05 0.0025319724595734699 -0.00022720769246542489 -0.0002093197814522868 -0.00011864832382965873 -0.00058666083214122141 1.6933161826850777e-05 -5.4959573706064263e-05 0.0014845032193141696 0.0020270316698739674 -0.0012567699214078866 2.6946891811399806e-05
leaf_count=33886 18210 87267 10118 1562 397 4736 5830 154 837 346 2683 10363 2946 88 13044 5771 12425 13538 142 68 1971 2657 3572 349 51848 67909 20 42 29 9123
internal_value=0 -0.0309342 0.00212977 0.0406142 -0.0800637 -0.0511223 0.0596699 0.0819537 -0.0586317 0.0341528 0.0914065 0.100225 0.0164683 0.157961 0.132184 -0.0853651 -0.105142 -0.17918 -0.285314 0.913246 0.00215502 0.010824 0.0595165 -0.116178 -0.0156101 -0.0367387 -0.422675 -0.106513 1.28723 -0.0730329
internal_count=361931 170491 191440 53473 7044 6647 46429 36311 4040 3183 2837 32271 8864 3034 23407 81253 69253 26244 12635 210 89238 12000 9343 5085 137967 86119 857 13609 71 43009
shrinkage=0.000980392


Tree=3909
num_leaves=31
num_cat=0
split_feature=1042 1398 218 156 155 84 1258 917 627 691 487 1417 419 955 1049 151 423 906 429 621 1223 1035 630 707 975 1469 981 138 6 641
split_gain=10.8246 16.7507 18.0889 17.8119 17.232 21.4854 17.1188 18.248 17.349 16.6049 16.1624 15.6373 15.6169 15.7091 20.4029 15.4262 19.3159 21.5351 17.4345 16.873 18.9428 15.5646 15.0271 18.5893 18.104 18.9494 16.9962 16.8475 14.9755 17.6903
threshold=0.91363437831498873 -0.82683015686721717 1.041488453460546 -0.62626546555282803 -0.96709642298530885 -0.9805036543575979 0.77751714016723705 -0.40130041297796265 -1.025732061825432 2.2690240148833634 1.9615037571102476 1.0000000180025095e-35 3.4413849525809828 -0.56067130660624642 -0.81588864133976446 0.26485511732700118 -0.25386731047437422 2.1008176285192328 -1.4950037868211854 -0.76618190473189507 1.0000000180025095e-35 1.1023263578253324 -0.17024321464110612 -0.21635138836746379 0.38693360087376594 -1.3184646215665221 -1.6800116718320435 1.5207479930744869 -0.87786729300633104 0.72612721709258699
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 -3 -2 -6 -7 -8 -9 -1 12 15 13 -5 -15 16 -12 18 -18 20 -20 -21 24 -24 25 -4 -26 -27 29 -16
right_child=1 2 22 10 5 6 7 8 -10 -11 11 -13 -14 14 28 -17 17 -19 19 21 -22 -23 23 -25 26 27 -28 -29 -30 -31
leaf_value=0.00026264675448633946 -0.020046393198854998 0.0042650994831277787 -0.049506391681852668 0.0025351026718508553 0.010457918020302192 -0.011651073577527231 -0.012845408101919076 -0.04340201156541984 0.033043540195334203 -0.0051395487310932188 -0.015854828739145954 -0.026397810292971165 0.037180169939975638 -0.0075033589619712395 0.0051582731075892159 -0.025637558288151618 -0.060405354565522318 0.18411338696317037 0.15909316926765532 -0.0039753843102513153 0.033257016993136213 0.11034038439286038 -0.0031388763701529058 -0.021086301686553125 0.022614136183554963 0.007722082878048396 -0.021014940112720096 -0.031484779970140618 -0.0014264532588460449 0.0387004062122598
leaf_count=286675 1405 11660 87 11711 1281 4133 353 68 407 9234 298 1105 120 11108 1432 380 74 32 43 242 49 32 1759 2167 185 2578 1084 178 11681 370
internal_value=0 -0.0331096 -0.0186134 -0.000740875 -0.145779 -0.0880114 -0.163855 0.162038 0.489619 0.00232842 -0.0271782 -0.280345 -0.01652 -0.0200944 -0.0588799 -0.0193656 0.246026 0.693792 0.524928 0.773995 1.72056 0.26925 -0.129996 -0.248516 -0.0290851 0.0705022 -0.29696 0.106616 0.00165621 0.224994
internal_count=361931 66022 58375 50337 7647 6242 4961 828 475 295909 38677 2255 36422 36302 24591 1150 770 472 440 366 92 274 8038 3926 4112 2843 1269 2756 13483 1802
shrinkage=0.05


Tree=3910
num_leaves=31
num_cat=0
split_feature=1097 407 1470 1455 1468 705 1089 706 1024 1165 1464 1464 50 83 421 194 1452 21 1470 889 476 1134 980 207 813 393 79 1221 1458 212
split_gain=25.2725 30.364 25.4528 21.3702 30.9065 20.6526 20.8055 29.0163 24.7079 24.4162 22.6051 38.4921 23.0619 23.2302 22.8943 22.168 24.1327 22.309 22.4164 21.7903 24.4215 22.7194 21.5905 21.1883 21.018 20.4888 20.0359 19.6313 19.6161 19.5674
threshold=-0.64966988391888181 -1.2965003005540392 -1.1535394197080833 1.3141790966806519 1.2465044061975814 1.4125972960924511 1.0000000180025095e-35 2.0258146145105322 1.3727948663943095 1.3191536925754261 0.32487369541553784 0.35193241984319928 1.0000000180025095e-35 -1.0376990009727123 -1.2416235012658521 1.0000000180025095e-35 1.1844650239005572 -0.13431221002227373 2.4654230622009035 1.3149075955530187 0.52296557744356353 1.0445639817206116 1.5301361205162765 -0.80276644268813435 0.44561103650162237 3.586627169628581 1.9381510228257304 1.0000000180025095e-35 1.795029572017613 -0.41607704888375302
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 8 10 25 26 12 28 13 -8 -14 17 -17 24 -19 -16 21 22 -21 -11 -15 -3 -10 -27 -12 -18
right_child=1 5 3 4 -6 -7 7 -9 9 23 11 -13 14 15 19 16 29 18 -20 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=5.3667099942032548e-05 -7.7679624151674178e-05 -1.6012632596168569e-05 -7.1024081687393086e-05 0.00011880220059402837 -0.00024943863629832636 9.4889373615326115e-05 -0.00024760714807930674 0.00023329102811960471 -0.00023531788953486691 -0.00068172096778125186 0.00041324368998459896 3.9812968668846684e-05 -0.00021078000754273397 -0.00013890794631061018 1.9946039193149135e-05 2.4453779075373127e-05 -0.00061811127283685659 -0.0001373117143959565 -0.00083237825960083079 -0.00018464379349421683 0.00035362802422205018 0.00063457953102418721 0.00085769932356790821 0.00065495709013045167 0.00014949148985039646 0.00010805743976716485 0.00045827792822946876 -0.0008385358470585269 -0.00046608315028380548 -9.8932293930221614e-05
leaf_count=12067 31349 55555 100499 6681 1467 11283 3534 2948 6323 91 1675 32391 1971 3237 43630 22535 495 14552 370 1324 1761 186 84 320 3453 190 240 379 141 1200
internal_value=0 -0.00356103 -0.0473397 -0.0609193 0.0534982 0.0050157 -0.000339736 0.0149667 -0.0345741 -0.174781 0.0102241 0.0582543 -0.00729412 -0.0444921 0.0241995 -0.0321219 0.00717496 -0.0983405 -0.15486 0.0331781 0.198437 -0.00484548 -0.110855 0.393565 0.0260676 -0.0202088 -0.212463 -0.495266 0.362076 -0.246874
internal_count=361931 241217 120714 108647 8148 209868 198585 135487 63098 6974 132539 34207 98332 49376 48956 45842 24230 21612 14922 46985 3355 1594 1408 411 6690 56124 6563 569 1816 1695
shrinkage=0.000980392


Tree=3911
num_leaves=31
num_cat=0
split_feature=1440 740 338 343 1243 1463 1463 984 66 692 678 1430 1466 438 1466 363 1268 153 1043 1130 597 776 3 845 360 771 897 639 633 1388
split_gain=10.8487 13.7821 17.925 14.8728 14.7862 15.2908 17.7144 20.8079 17.4586 17.3987 18.2646 16.7781 16.1487 21.2219 20.8851 19.1232 19.1165 18.3548 17.2837 18.0088 18.0315 17.7542 19.1569 18.3832 17.2705 17.788 17.3552 21.4094 18.1278 17.0345
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.67742393113063393 1.3382816563602551 2.020289783480568 1.5365683213542474 1.7101402089481439 -0.28210070816952904 -0.71144088264426897 1.9064578893329995 2.9016603484412591 2.3858586375782362 0.37829601484295772 -1.0984622087020131 0.48004152527733596 -0.82845419316339408 3.0534992771359897 -1.0819196679717293 2.3345866235656469 1.0000000180025095e-35 1.3592535390735871 -0.18559977515048617 0.035870383426714024 -0.80853901628769631 -1.5457372213593996 2.460021018916795 0.031474926107684091 -0.60501872775843923 2.3599571370725863 0.99477443993942705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 8 -8 -7 10 11 12 13 -3 16 17 -14 -15 19 24 -21 23 -23 -22 -17 26 27 -26 -28 -29
right_child=1 4 -4 -5 -6 6 7 -9 -10 -11 -12 -13 14 15 -16 18 -18 -19 -20 20 21 22 -24 -25 25 -27 28 29 -30 -31
leaf_value=6.0687108624959718e-05 -0.012563418228354009 -0.017036277260798673 -0.0023684520614270818 0.029428152021862608 -0.014557150411901712 -0.015906001436774463 0.019556999953610554 -0.0082860327767117683 0.063950607639359738 0.016617618877566621 0.058489647372410261 -0.019371607835647425 0.021317995930839662 0.0091565586406087886 0.0024134623599832219 -0.020879433221625048 0.11664318180463358 -0.021135684984103672 0.020872745063061061 -0.01009170036962213 0.045132815478334157 0.086602195971433371 0.0083012497101159748 -0.042838396598994181 -0.017852555340146216 0.036581072052108927 0.0078491149018197412 -0.0014720933008583385 0.053643074434060925 0.020217819287686196
leaf_count=313467 8265 1624 15029 113 1209 54 715 715 122 800 48 664 562 427 3681 538 29 1359 498 3956 47 71 89 100 1070 188 2830 3006 96 559
internal_value=0 -0.0399996 -0.0920493 -0.226695 -0.00318104 0.00900933 0.22368 0.135437 0.878369 -0.00861692 -0.0222808 -0.0265481 -0.0135534 -0.0502057 0.114028 -0.0229765 0.526122 -0.274023 0.00807942 -0.0112627 -0.149807 0.385875 0.890949 -0.227864 0.0511013 0.0767382 0.0568068 -0.0378043 0.195509 0.0474918
internal_count=361931 48464 23407 8378 25057 23848 1606 1430 176 22242 21442 21394 20730 16458 4272 14834 591 1786 13048 12550 4263 307 160 147 8287 7749 7561 4635 2926 3565
shrinkage=0.05


Tree=3912
num_leaves=31
num_cat=0
split_feature=869 797 723 588 837 553 621 774 359 483 978 3 1259 480 833 641 838 1317 220 499 363 151 617 839 1265 128 444 221 147 1328
split_gain=10.8445 20.7872 19.8542 21.5332 22.2897 21.3649 19.5765 18.7037 18.6413 18.1986 17.3059 20.0736 19.7083 18.0575 18.1015 17.2556 19.5321 17.5629 19.5132 18.6094 19.3558 19.9045 19.7497 20.2756 19.1046 18.5089 17.0115 18.9188 16.9076 17.3832
threshold=-0.57653763495970078 0.63961785378869596 -1.0570063487222232 2.250834115212506 0.40488338164466203 2.250600202657024 -0.041564209422711024 2.0716573389763737 1.9314762844709532 -0.84020368264530154 0.79548289505082359 2.3314624164129216 -0.27775632387973115 0.95874203688355186 1.3192544555204433 -0.92968085174718074 1.2725262432542264 -0.78622637205477897 -1.8498126594908439 1.2987445345640884 -0.052300817008780455 0.16224561819103034 0.48776982928048135 -0.91104095799117346 1.0000000180025095e-35 1.0000000180025095e-35 -1.030303753827398 -1.1785863271593047 2.0772511123220396 2.3648460020557844
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 5 6 8 -5 15 10 -9 13 12 -12 14 -4 16 -1 18 -17 20 28 -22 25 24 -24 -23 27 -20 29 -19
right_child=1 2 3 4 -6 -7 -8 9 -10 -11 11 -13 -14 -15 -16 17 -18 19 26 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0052362163708238509 -6.6464405102194959e-05 0.0026797371323555716 -0.00093221126590042631 0.010229000809516275 0.020697495610065161 -0.02435016259469773 -0.014468123657249208 -0.012608645606049716 0.0064064705351934885 0.014373529050639662 -0.01814131636625348 0.036576482054519251 -0.0054424389952911229 -0.0094387378076639869 -0.020493476653381085 0.02880051044311905 0.04145738702986701 0.0043024370711294644 0.024432766565476174 -0.0058400795308418988 -0.00514045526184332 -0.00040231052752469424 -0.0025409697226792529 -0.011665779295170627 0.098290675986579965 0.013136386176209023 -0.0034771110634186117 -0.026872032578325589 -0.010195186650715515 -0.034415294634908618
leaf_count=6310 248007 6868 18469 745 749 1047 710 391 1701 1942 3276 118 4164 6281 838 274 175 26175 172 4845 9205 2416 83 1751 50 2523 10170 1024 1282 170
internal_value=0 -0.00978515 -0.0577742 -0.0810049 0.120256 -0.0978549 -0.0344609 0.0225156 -0.0884846 0.210277 -0.103526 -0.206167 -0.2232 -0.07201 -0.0342269 0.0148764 0.127349 0.00263211 -0.0829932 0.0207839 0.0352911 -0.0298817 0.062373 -0.164665 0.832303 0.128971 -0.0979745 -0.407575 0.0705044 0.0817571
internal_count=361931 292973 44966 38098 2204 35894 1455 68958 34847 2333 33146 7558 7440 25588 19307 66625 6485 60140 11640 48500 43655 16028 6823 1884 133 4939 11366 1196 27627 26345
shrinkage=0.05


Tree=3913
num_leaves=31
num_cat=0
split_feature=545 959 1094 1466 51 112 410 905 12 705 912 992 327 1361 144 348 395 1370 69 21 1356 885 1449 1469 269 1453 1453 852 225 1458
split_gain=18.6932 19.739 22.9442 20.5747 19.5457 21.495 21.316 22.207 23.844 20.5321 22.821 21.8672 20.1307 19.3457 20.5949 19.3991 19.3346 20.1782 21.4543 18.7738 25.1272 23.7043 24.8746 23.3778 26.8891 24.8797 26.2102 23.3112 26.6938 22.956
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 2.5621452872994568 1.8613588887694643 2.2718117149406565 1.0000000180025095e-35 2.1634110522059333 0.78777253974931549 1.3183739815888758 -1.8053664850396696 0.6146227839635201 -0.65130284658053883 1.0000000180025095e-35 0.5591401735916004 2.1800451621148382 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 -0.13431221002227373 1.0000000180025095e-35 2.2685560401286238 0.3746820073494514 -1.1374964112163577 -0.67312717757827156 -0.20662850366848182 0.015182868257454333 1.0000000180025095e-35 0.25086205513353904 -0.67567940349836197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 13 5 9 7 8 -6 19 -11 12 -12 16 -15 -16 17 18 -4 23 -21 27 -23 -3 -25 -26 -27 -22 -29 -28
right_child=1 4 3 -5 6 -7 -8 -9 -10 10 11 -13 -14 14 15 -17 -18 -19 -20 20 21 22 -24 24 25 26 29 28 -30 -31
leaf_value=-4.3990084077259929e-05 2.3640556889276864e-05 0.00012011206322994547 -2.9777835019145849e-05 0.00024276103900862584 -0.00012633895907053096 -0.00011980685454014256 -0.00027804855238815511 0.00098261201492804134 0.00036352623853181678 -0.00061873781773838792 -6.0246162477752192e-05 0.00025373805487678366 0.00011835722871550176 -1.6115180683719059e-05 -0.00025396208025571759 0.00084277762106656456 0.0010415441544604966 -0.0002909567695317527 0.0012031170109594205 -3.4021589368815041e-05 -3.9186482384489325e-06 -8.1710610840668373e-05 -0.00080325838542831247 -7.0105762964741794e-05 -2.0284480310044124e-06 0.00026530378799077066 0.00020343857222978039 7.0951279303999341e-05 0.0003268102733541893 1.8315633645885517e-05
leaf_count=94059 13044 10382 704 765 3134 8858 3369 87 624 298 4537 3090 8052 9914 3800 74 68 9080 101 83694 19113 824 303 17235 31277 3623 3921 11777 2104 14020
internal_value=0 -0.0031247 -0.0593932 -0.108828 0.00372329 0.00708319 -0.123658 -0.0101084 -0.0420672 0.0108198 0.0862356 0.0957836 0.054991 -0.125362 -0.0739566 -0.23018 -0.238158 -0.252391 0.187611 0.00452422 -0.0131528 0.0354694 -0.274311 0.0311331 0.0150753 0.0379939 0.0959546 0.0458596 0.111477 0.0616851
internal_count=361931 267872 37550 24506 230322 223108 7214 3845 3758 214250 15977 15679 12589 23741 13788 3874 9953 9885 805 198273 117815 34121 1127 80458 70076 52841 21564 32994 13881 17941
shrinkage=0.000980392


Tree=3914
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 913 84 560 497 498 1104 570 15 909 447 900 765 1246 597 431 1113 732 149 900 1396 383 1467 714
split_gain=25.2071 20.4436 21.1808 26.8959 27.0377 21.0705 45.6459 19.1546 20.3516 19.7311 19.0827 26.1568 20.0378 18.9726 19.1186 19.7782 19.7115 19.9379 19.4156 19.3297 18.9657 18.3719 19.3779 19.6679 19.3773 18.2655 17.9444 20.1005 17.8898 19.6398
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 0.13067971497466105 1.69116793757109 0.63515767152532354 -0.4998781572545779 1.9016026118134437 -0.21963219460843428 0.59972846529787971 0.41331674494487913 0.57148697826932571 -1.1275752352374568 3.1596628491584919 -0.89053722722198725 -1.1753474509811404 1.0000000180025095e-35 1.7835602024035264 -0.63749923242861428 0.83864812437341107 2.2118716902368778 3.2089320700182484 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 10 7 6 -3 9 -9 -5 11 -4 -13 14 15 21 17 18 26 -18 28 22 23 -7 -23 -22 -17 -28 29 -2
right_child=1 5 3 4 -6 13 -8 8 -10 -11 -12 12 -14 -15 -16 16 19 -19 -20 -21 25 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.7091883791165807e-05 1.5065935064423325e-05 -4.7952172304820366e-05 -0.00030854281448524729 -0.00040598599677867814 9.7869189000507621e-05 -0.00035565712549291857 0.00039459527567441556 0.0003606835182243831 -0.00073697457544470062 5.2078066090815829e-05 5.0920649109727402e-05 7.3756709232968893e-05 0.0014480587917817462 -8.9141779116077622e-05 0.00027073818246518838 -0.00010890109733255278 0.00088202174737713726 0.0001264844563642355 9.5128805455097409e-05 0.00015682485703032983 -0.00063188290548780567 -1.4470232059537473e-05 -0.00030854510160937236 0.00050799340208685533 -0.00050640852633237511 0.00029629155097180286 -0.00062120991342385148 0.00070038863654698605 0.00013608637322547656 -3.6082291694520945e-05
leaf_count=29559 51768 4821 2623 676 21461 315 1384 107 458 2130 1899 198 53 61493 1214 3622 177 3736 2270 2615 107 12460 3872 369 648 1130 857 82 3115 146712
internal_value=0 -0.0200106 -0.00929647 0.0450871 0.0729225 -0.0523527 0.0813402 -0.119033 -0.522178 -0.0452074 -0.111638 -0.237099 0.403317 -0.0630881 -0.0129343 -0.026569 0.0415538 -0.0091088 -0.0929382 0.216842 -0.0180849 -0.0892489 -0.236233 0.156466 -0.0374355 0.232647 -0.188315 -0.513982 -0.0200676 -0.0230424
internal_count=361931 332372 232437 29605 24832 99935 6205 3371 565 2806 4773 2874 251 93730 32237 31023 13359 10567 6831 2792 202832 17664 4556 684 13108 1237 4561 939 201595 198480
shrinkage=0.000980392


Tree=3915
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1022 1016 346 1249 1040 759 678 677 785 353 712 570 834 15 909 447 900 765 1246 431 1113 732 149
split_gain=22.2825 20.3856 21.0786 21.7981 22.4017 20.6474 47.2459 19.5595 20.9396 20.8091 21.4757 25.6065 19.573 19.9047 19.1156 19.0697 19.359 18.9571 18.8748 18.5022 18.3675 19.54 19.798 19.9145 19.6341 19.2431 18.1268 19.5536 19.7323 19.4824
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 6.0948733974029876 1.0000000180025095e-35 2.9970139449733542 2.5458802938288509 -0.63779424894106762 -0.4998781572545779 2.0780443506202029 1.9016026118134437 -0.21963219460843428 0.59972846529787971 0.41331674494487913 0.57148697826932571 -1.1275752352374568 -0.89053722722198725 -1.1753474509811404 1.0000000180025095e-35 1.7835602024035264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 7 -4 -5 6 -3 8 9 10 11 19 13 14 -13 -9 -17 -1 20 -2 21 26 23 24 -23 -24 27 28 -7 -28
right_child=1 5 3 4 -6 18 -8 15 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 25 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00012557190222771896 -0.00032773178762797391 -5.0217298725386228e-05 1.1448823859895489e-05 -0.00012001869812634623 0.00018671648323635809 -0.00035243827398692473 0.000399885513595124 -5.8935676468030511e-06 -1.7737041790168958e-05 -0.00018741429080983645 -0.00020083408554756705 -5.9663817801674485e-05 0.00074236367460156884 0.00082100432371499694 0.00012530409392613279 0.00012022825411858039 0.0012184316098341262 6.2093971635276146e-05 -8.7758090780104458e-05 0.00088326807338861733 0.00026660509594581515 -0.00018417414313629028 0.00088206451337166918 0.000127340252295476 9.7133104920705553e-05 0.00015837599103372632 -1.291526529668408e-05 -0.00030628218049987612 0.00051310290299713679 -0.00050614221113084415
leaf_count=3225 2747 4821 34551 1294 6301 315 1384 98491 45923 14802 6707 13021 210 102 3683 4444 66 26334 61493 95 1214 4561 177 3736 2270 2615 12460 3872 369 648
internal_value=0 -0.0188019 -0.00810643 0.0360306 0.138948 -0.0511061 0.0811648 -0.0188805 -0.0475053 -0.0973091 -0.055534 -0.0163729 0.0163929 0.00620454 -0.0031566 0.00029801 0.141965 0.0451205 -0.0617427 -0.284968 -0.0117061 -0.0250629 0.0426295 -0.00815053 -0.0919316 0.218263 -0.0874066 -0.233506 0.161133 -0.0359306
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 41367 26565 19858 17016 16806 16704 103001 4510 29559 93730 2842 32237 31023 13359 10567 6831 2792 17664 4556 684 13108
shrinkage=0.000980392


Tree=3916
num_leaves=31
num_cat=0
split_feature=785 519 728 660 852 21 727 382 816 872 1223 359 396 81 675 965 1381 1457 1443 1450 50 1113 1110 902 981 1185 626 1174 764 1229
split_gain=23.7454 16.3446 24.5819 26.229 28.826 28.1601 22.631 23.1146 22.612 27.6987 25.7883 24.1596 22.2082 24.8479 22.351 22.074 21.128 20.4033 20.1723 20.1364 20.0976 19.7707 27.1096 23.8489 23.9615 23.8044 20.8223 20.5804 19.6383 19.5813
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 1.0000000180025095e-35 1.0000000180025095e-35 0.98567350059335823 3.0757328524286596 1.0000000180025095e-35 1.2060567505590838 -0.65020177052412809 -1.1123689687662057 1.3006397995630099 0.10980254379742337 0.61467928808618666 1.3789366748870187 1.593744732512876 -0.28900078866492313 0.55630078546380823 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.60749452268532422 -0.58033782246054733 2.1617058398250584 1.6872754988648333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 21 -5 -3 20 9 16 11 -10 14 -14 19 -2 29 -18 -6 -12 -8 22 -4 26 25 27 -24 -25 -27 -7
right_child=1 6 3 5 18 8 7 -9 10 -11 12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=4.6621205445950562e-05 5.7070937420628448e-05 -4.4374662310375677e-05 6.9279213105760901e-05 0.00018758834622078648 9.8807496000385801e-05 -6.3960041631127545e-05 0.00012084452213969998 1.1314103409391307e-07 -9.2681670006358448e-05 0.00025019666533509106 -0.00020675310346066574 0.00016144028286842139 -0.00050721624274647147 0.00016289240891220139 0.00035671273677758612 -2.9515467504595435e-05 -0.00015028748951125321 9.3055647693012907e-05 -0.00010785612733630489 5.7176421609461274e-05 0.00040712209518767051 -0.00011343175877484977 -0.00031582203775999408 0.0017359939825362975 0.0013314061683910516 -0.00043903738118747219 -5.465190382571415e-05 0.00028426179866721652 0.00099992951010813009 5.6343559119422777e-05
leaf_count=29559 31913 9447 14507 3398 17377 113691 5115 5700 16244 1248 2533 1791 354 7247 496 27270 29417 2238 3164 2383 1256 12546 2268 64 82 312 13146 174 46 6945
internal_value=0 -0.0185453 -0.0234662 -0.0344685 0.0059249 -0.0496564 0.0378663 0.095495 -0.053417 -0.0670096 0.000958734 -0.0610735 0.068907 0.14379 -0.0326633 0.0177903 -0.0705219 -0.133039 0.0738369 -0.0781541 0.182358 -0.0304074 4.84293e-05 -0.068403 0.34687 0.167197 -0.0885691 0.730938 -0.209854 -0.0565635
internal_count=361931 332372 310854 251671 63686 187985 21518 12071 184587 153539 31048 18035 13013 7601 5412 59183 152291 31655 20541 4916 6371 43145 30599 16092 678 596 15414 238 358 120636
shrinkage=0.000980392


Tree=3917
num_leaves=31
num_cat=0
split_feature=545 660 769 512 1022 843 482 1053 605 779 353 908 281 651 706 560 281 234 580 126 470 557 810 252 494 705 1179 832 777 763
split_gain=11.1265 14.8496 20.7658 22.8561 20.8816 20.217 20.2164 22.678 19.7892 20.7461 19.7496 19.7186 19.2126 18.6637 19.8985 18.8536 18.4472 23.4917 18.164 17.7398 18.7039 23.2653 22.36 21.453 20.5106 20.1641 19.8093 20.5445 22.2611 20.9556
threshold=-1.0372938969678034 -0.72421686037558375 0.11441012082588529 1.7364793524751543 1.6652700289553766 1.5418927731978938 1.4939429534082385 0.20511764368752941 1.0000000180025095e-35 -0.78765674022505849 0.55938823495656564 0.7487339629413915 -1.1363783286532996 1.0000000180025095e-35 1.1146790133751479 -0.58309941371163287 -0.59677194091730745 -0.89470958077722174 1.4349717176940424 -0.67811062752501949 0.66595742291584703 1.0593805377627932 1.1023763779372591 0.46192366645804389 -0.58676792321970361 1.3954657843645284 1.3397973253904554 0.47286982523670523 2.3014098618390535 1.5637510153345719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 7 8 -4 10 -10 -5 -11 14 -7 -15 17 -14 -6 -3 -21 22 23 26 -25 -26 27 29 -29 -22
right_child=1 19 3 11 18 13 -8 -9 9 12 -12 -13 16 15 -16 -17 -18 -19 -20 20 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0014686828917984732 0.00014589625409847451 -0.0024411986378405368 0.004547932884168669 -0.015161090431982839 -0.0074707965324464073 0.0056046673128092479 -0.0053648105163980053 -0.00014957074462330707 0.0065266393515787243 -0.010070006406772121 -0.03299163561973955 0.014973254992531574 -0.013851000060199736 -0.0048700259890720656 -0.026208218988785045 0.023545308359447521 0.013156724816799158 0.035812636060677951 0.021678710908101865 -0.00044306625464715383 0.0029212216459916975 -0.0053352600962899843 0.015431035353828013 -0.022112515790476385 0.001230397028189041 -0.035559569045643176 -0.0061061703880871286 0.015860896411327541 -0.029744697506997715 0.022788789582266517
leaf_count=94059 37391 46234 8834 1476 5107 2227 2153 6319 583 453 228 352 158 359 300 1086 4977 904 252 123228 10874 3404 1867 622 3017 198 1705 2818 147 599
internal_value=0 0.0029969 0.0299568 0.0811917 0.00215308 0.0199713 0.098558 0.119005 0.161553 0.248092 -0.100422 -0.175465 0.288997 0.163455 0.0471882 0.34635 0.319077 0.58779 -0.121867 -0.00782797 0.00409082 0.0554302 0.0807526 0.0607315 -0.0813483 -0.0152574 0.0942458 0.11936 0.278126 0.0797433
internal_count=361931 267872 73159 26437 46722 41363 24609 22456 16137 7303 811 1828 6492 3972 2527 1445 6039 1062 5359 194713 148479 25251 21847 19980 3837 3215 16143 14438 2965 11473
shrinkage=0.05


Tree=3918
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 921 727 1022 1016 346 1249 1040 759 834 567 1002 209 570 15 909 447 900 765 1246 431 1113 732 149 1396 383
split_gain=24.8527 18.49 19.7562 42.6016 19.6106 19.891 20.7474 18.2769 18.7016 20.1407 21.1393 25.3371 18.7073 18.3101 18.1249 17.9997 20.2312 17.9816 18.9528 20.0174 19.8092 19.7589 19.3895 19.2408 18.1145 19.6196 19.6122 19.3305 18.0246 19.9269
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 1.0525743831388839 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 2.1612684629536689 -1.7658299547505127 0.69854289147193727 0.23696906566319156 -0.4998781572545779 1.9016026118134437 -0.21963219460843428 0.59972846529787971 0.41331674494487913 0.57148697826932571 -1.1275752352374568 -0.89053722722198725 -1.1753474509811404 1.0000000180025095e-35 1.7835602024035264 0.83864812437341107 2.2118716902368778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 7 -6 -7 8 9 10 11 13 14 -2 -13 -8 -17 18 19 24 21 22 28 -22 25 26 -4 -26 -21 -30
right_child=1 2 17 -5 5 6 15 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 23 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=4.8663318659924462e-05 -0.00031915742262663815 -4.4392675553934846e-05 -0.00035052707612131194 0.00038324639089621151 1.1353908382283842e-05 -0.00011601956484656412 0.00022701900795731608 3.797748614431854e-07 -1.7726912069011654e-05 -0.00018196710968292382 -0.0001964348787065891 -0.00072209166196136518 0.00072902808990040553 0.00099418357436286591 1.8852498842878976e-05 -0.00039351776501957738 0.00020999992792540255 -8.4617385811803085e-05 0.00027229769500943489 -0.00010550183857027274 0.00088458292929259987 0.00012888182255120457 9.8340711281222164e-05 0.00016055622133193386 -1.2598158475369492e-05 -0.00030603676252114864 0.00051295893370414763 -0.00050441812008587318 -0.00061871315983382392 0.00069861294619400979
leaf_count=29559 2759 4821 315 1384 34551 1294 5339 103001 45923 14802 6707 366 210 83 16440 480 482 61493 1214 3622 177 3736 2270 2615 12460 3872 369 648 857 82
internal_value=0 -0.0179423 -0.0487444 0.0808065 -0.0077534 0.0348472 0.133275 -0.0181514 -0.0458556 -0.093054 -0.0518786 -0.0129569 0.019701 -0.28066 0.00969631 0.18293 -0.0839536 -0.0591578 -0.0102998 -0.023889 0.0447041 -0.0061286 -0.0896742 0.220579 -0.0870028 -0.233102 0.162386 -0.0355149 -0.185101 -0.511837
internal_count=361931 332372 99935 6205 232437 42146 7595 190291 87290 41367 26565 19858 17016 2842 16806 6301 962 93730 32237 31023 13359 10567 6831 2792 17664 4556 684 13108 4561 939
shrinkage=0.000980392


Tree=3919
num_leaves=31
num_cat=0
split_feature=614 1077 959 1370 346 768 1456 795 705 484 702 566 418 691 431 947 1053 1469 1452 776 633 984 816 8 710 1459 407 851 815 150
split_gain=17.776 22.4497 21.2353 22.7648 21.9173 21.0227 22.1878 20.904 29.8715 22.7154 23.2967 22.442 20.8614 20.0049 19.8389 19.2507 19.1015 19.0308 24.0362 23.4492 21.7227 21.2061 22.4786 20.3508 21.1586 19.0102 21.2304 18.7084 18.6677 22.5252
threshold=-1.0625654336828987 1.4357019976763823 -1.2907225086880219 0.70223084764880606 1.9340755753923018 1.9376207329178159 0.11689593787942389 -0.29258408639884992 0.29476615584548899 -0.38529859338704892 0.82247273120287534 1.7603402020327763 3.9067056919357883 0.34291078408764419 -1.6433289694525792 1.641280574724302 0.67894245675619491 0.28271063087949944 0.039474337618497217 1.9960333702113955 2.7486201639414669 0.035547967721596539 0.34754775078765171 -1.1248550410920686 2.59888630691959 -0.15184483386147815 0.84645902423176334 0.68308976018130074 1.0000000180025095e-35 -0.65861799563611811
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -2 8 12 -9 27 13 17 -10 -8 -5 -14 18 21 23 25 22 -4 -20 -25 26 -19 -11 -15 -30
right_child=2 -3 4 15 -6 -7 14 9 11 10 -12 -13 16 28 -16 -17 -18 20 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-5.554034251898602e-05 3.9251453411157036e-05 8.7942599779540303e-05 6.5083927065585242e-05 -0.00019557724327517572 -0.00010121426357215864 -0.00026641090793426934 0.00070700985798647861 2.155256888635718e-05 7.7456430616392369e-05 3.6034553588549944e-07 -0.0001038701057295404 0.00023311991205498083 0.00029711561526826031 -0.00012946500411739143 -0.00019084035493872219 0.00021965803481254859 0.0022620176271220807 -8.3303498381779299e-05 -0.00020502482000613187 0.00038978395602001071 -0.00062163012299851152 -0.00014314906218401328 -0.00014913180150851187 6.9562066719111473e-05 0.00051597533969886496 -0.00016416831925203474 0.00012067313125457611 -0.00016853082288936774 -0.00022017635594627597 0.00012836626721985772
leaf_count=83458 17769 7698 10396 10460 10536 2035 147 52844 38916 43607 19883 3327 72 5375 4772 578 28 7101 1452 1091 391 6175 2947 11312 446 5891 4138 3903 1213 3970
internal_value=0 -0.0437739 -0.00248592 -0.0624634 0.0043605 -0.021237 0.000868028 0.008749 0.0319727 -0.0114345 -0.0399229 0.0685457 -0.00741482 0.0562129 -0.161506 -0.166683 0.983289 -0.00952388 0.0207127 0.0891627 -0.0726979 -0.0314022 0.0169657 0.063058 0.0909023 -0.0606989 -0.00430024 -0.0125279 -0.0313627 0.0582124
internal_count=361931 91156 270775 35761 235014 24723 22688 224478 104241 120237 67393 52801 51440 49474 4919 11038 100 51340 33819 14301 17521 19518 13343 13210 11758 17130 11239 47510 10558 5183
shrinkage=0.000980392


Tree=3920
num_leaves=31
num_cat=0
split_feature=800 765 1190 1466 1029 627 692 1249 1039 1101 146 835 630 774 428 952 17 346 1383 1446 697 493 1390 1107 1272 307 1178 1249 982 764
split_gain=11.1421 14.8535 23.6162 18.9845 20.6189 19.266 16.5477 19.1459 19.7997 22.7076 20.648 16.6613 16.457 17.106 17.3314 16.269 17.8966 16.1265 15.7742 15.4975 18.9097 16.1184 15.5665 18.0492 15.4507 15.3592 15.3151 15.301 15.2398 19.6513
threshold=-0.57812715656594349 -0.31136825509657134 1.8682704264604602 0.027833238287945889 1.0000000180025095e-35 2.4851069592466541 -0.23440723172133407 0.19958022187328148 -0.52804145869844932 0.29771745260854815 0.54958831883904979 -0.41436478299371343 0.010643078474481546 1.2097349260639247 1.8644956954769947 2.1959287347188257 -0.90753631937412826 1.8454979210238258 -1.4834417553152 0.9837901503785399 -1.1931141928604156 2.3301933452103074 0.73817725795939204 1.5825101738154945 1.0425293070791588 1.2215798696272606 -0.25258380290982263 2.8319494404827528 -0.48574299155212058 1.26313242357656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 15 7 8 -3 26 -11 -8 13 19 -15 27 -17 -6 -4 21 -21 22 23 -5 -12 -20 -10 -1 29 -27
right_child=-2 2 18 12 17 -7 11 -9 9 10 24 -13 -14 14 -16 16 -18 -19 25 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0014503927682364974 -0.00053797918197442539 0.0072152617017534953 0.013872188291112404 0.012265390757203426 0.0081501011257185015 0.017694584579303389 -0.0028908132885752322 -0.011358489983765816 -0.027407057817608299 -0.0042556367091495309 0.01207311293338292 0.0038290958958556625 0.010973800411032252 -0.027394281606661065 0.053005106939120354 0.028503375377110365 -0.034126236676493955 -0.020094950525050771 -0.02476567849288331 0.03091093334529206 -0.0093142793326222405 -0.031437210227694912 -0.0047581575114302704 -0.010879902896129721 0.059693102979790962 0.075577451441144916 -0.0063171179822291319 0.042367135543901202 -0.015576862278269668 -0.047900948491829617
leaf_count=18351 289498 2491 271 4422 5624 641 6983 3509 889 1379 377 14857 5145 382 30 70 371 333 1296 140 1520 145 1098 437 85 58 1210 108 174 37
internal_value=0 0.0212204 -0.0144277 0.0512004 0.014157 -0.0206491 -0.000896573 -0.0806094 -0.00885842 -0.114621 0.0622421 0.0334098 0.119086 0.0575773 -0.397002 -0.0342032 -0.474031 0.135445 -0.289326 0.0803476 -0.109397 0.132246 0.149385 0.202055 0.449072 -0.382768 -0.292196 -0.0241038 0.150957 0.890964
internal_count=361931 72433 33616 38817 25498 19541 31780 9940 6431 3940 1841 21840 13319 8174 412 18900 441 5957 1836 7762 1660 6102 5957 4859 462 1565 2099 18459 269 95
shrinkage=0.05


Tree=3921
num_leaves=31
num_cat=0
split_feature=728 1020 588 551 1002 978 501 706 623 1187 828 980 525 213 1112 1238 1312 361 1186 1169 47 897 637 905 1430 909 907 1176 141 145
split_gain=11.1385 14.5688 15.4219 20.2573 20.8421 18.9106 18.4041 17.9055 23.976 19.6519 19.8028 18.5944 18.7106 17.2604 20.7178 16.97 25.0777 20.0745 19.0574 20.0699 16.7828 16.6626 17.0597 16.6267 18.1087 17.0184 19.0385 17.184 16.9332 17.9345
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.14234722227919847 0.69854289147193727 -1.195992408842417 2.1413696499904131 1.8617238427420744 -0.50980327827207039 0.097769024480883038 0.79286710332781751 0.20665038909886732 1.4119637011192363 -0.62672810750016339 0.90416100292128176 -0.6968354641114346 0.2374943273317055 0.25409373038221855 -0.76271715037435961 1.6483035930306678 3.1569996845240751 -0.23245394961063923 -0.6403034482528841 1.1813918236366232 4.2254883379486126 0.89205059183677138 0.55333274210011696 -0.89154261617199693 0.43755535814619967 -0.057851599654526693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 5 -5 -4 7 8 11 10 21 20 -13 14 15 16 18 -18 -7 -20 -3 22 -9 24 -10 26 27 28 29 -25
right_child=1 2 3 4 -6 13 -8 9 23 -11 -12 12 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020368140755457477 -0.0031919646616615574 -0.009947167267309414 0.01978951172274802 0.004753574369109094 -0.013919523930094489 0.068594806019467047 -0.011914120820327827 0.012522126946886715 0.0010707994469078964 -0.0036073149973803566 -0.0091433058977673284 0.0046313338509429997 -0.026965474967851996 -0.011340337824765418 -0.022114407586279007 -0.0050505199898181544 0.017443882843251182 0.090510115977917249 -0.0022575070442128141 0.12043247543421993 0.054560140554990144 0.0035540268869953943 0.033869366706813141 0.087226484079237762 0.058714414434600709 -0.010179752859410897 0.038214935273370346 0.0060623482224630258 -0.019142780366846787 0.020426614417207216
leaf_count=252841 47529 7074 457 5190 967 51 2004 1101 24414 1547 588 3627 341 6566 476 1218 126 85 648 22 63 1094 959 93 51 437 352 1812 72 126
internal_value=0 -0.0260656 -0.0026799 -0.0668596 0.0361565 -0.138686 0.0209103 0.0304433 0.0116093 0.162776 0.256235 -0.0965302 0.0395366 -0.16062 0.00768329 0.112958 0.336727 1.05898 0.136312 0.0225811 -0.184913 0.326664 0.444807 0.0468631 0.0251841 0.208569 0.282212 0.199192 0.742469 1.038
internal_count=361931 109090 61561 15806 6157 9649 45755 43751 38462 5289 3742 11105 3968 9192 2626 2150 932 211 721 670 7137 3154 2060 27357 24465 2892 2455 2103 291 219
shrinkage=0.05


Tree=3922
num_leaves=31
num_cat=0
split_feature=1431 397 845 833 361 534 630 1468 284 227 1017 1394 833 218 1033 696 431 423 494 1104 288 503 3 224 1106 1385 70 557 1121 917
split_gain=11.097 14.1558 15.7942 16.4552 17.1877 14.0157 13.7631 16.1192 16.1994 17.2706 18.7654 18.3241 19.9059 19.5464 18.7216 17.8095 17.8003 17.2924 25.8898 17.1599 17.0161 16.5258 16.3516 16.0559 21.6941 16.0309 15.5874 21.4132 15.5635 16.8408
threshold=1.8641952677858011 2.2339734547264651 1.4369699733846677 0.92627864904323187 -1.0000000180025095e-35 -0.65191143814350749 1.8556832682534761 1.3991069528470244 0.72869363467121595 -0.042318618462934963 1.1027457920438068 -0.69327907153464274 0.21651622305888105 -1.5287492013341237 0.84107319681689874 -0.78126535604696035 0.78634018660903171 -0.32771065048695375 0.1581992273163208 0.89067104422367938 0.36877214091740235 -1.2492169486488234 0.63296637794685229 2.1064025368267685 -0.47820038263569986 -0.20997033521278291 0.42298560842268185 0.9401449799147662 1.1817129392267707 -1.0345921175249624
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -3 7 8 9 21 -11 14 17 25 15 20 19 18 -13 -15 -12 22 -2 -8 -25 -14 -10 -28 29 -19
right_child=1 5 3 4 -6 -7 23 -9 26 10 11 12 13 16 -16 -17 -18 28 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-4.9599648822304251e-05 0.0054030787423116657 -0.039085774698605795 -0.0212613456477788 -0.040762531311028596 0.12279747023912424 0.023593493171005425 0.0074550256378944461 -0.020821300566805916 -0.017779985231908418 -0.0065711333389124604 -0.0006338129201026567 0.052578923260254498 0.19140010436144647 0.012330068734714018 0.086603896080818171 -0.023429604196093058 0.08576997183177093 0.075850497081401277 -0.012925841077494095 0.087790347254970758 0.09032667675886763 -0.0061959185092188007 0.10246457588557839 -0.036404958921690302 0.16167330449561734 0.024591831080104331 -0.0031394798637959889 0.071566747043159462 0.048637606421246225 -0.019908796480415616
leaf_count=345176 83 90 1830 26 26 551 1256 1047 1902 1278 210 272 24 375 34 677 95 25 169 48 67 5325 30 22 22 24 538 66 103 540
internal_value=0 -0.0729129 -0.0889345 -0.367536 1.16774 0.324696 -0.0623948 -0.0885985 -0.060934 -0.00729032 0.137974 0.277956 0.430025 0.825921 -0.0900211 -0.197324 0.68766 0.213025 0.593877 0.459602 0.528685 -0.100947 0.831145 0.206916 1.81277 2.54919 -0.245176 0.136745 -0.0903396 -0.266067
internal_count=361931 16755 16114 1882 52 641 14232 12932 11885 9379 3941 2663 1675 566 988 954 518 1109 441 423 277 5438 113 1300 44 48 2506 604 668 565
shrinkage=0.05


Tree=3923
num_leaves=31
num_cat=0
split_feature=50 56 581 829 1173 631 1184 1178 970 21 1454 1366 1465 1463 1450 1450 1449 1449 1465 1456 765 1460 1470 1453 1450 1470 1453 1458 1458 1452
split_gain=11.0912 21.9575 16.8513 16.8558 26.883 19.3331 18.1157 18.2997 19.2431 17.3276 16.3039 26.3172 20.6945 19.7024 31.6706 51.6705 23.1445 31.139 34.0611 28.0606 32.9814 29.5046 27.291 24.879 29.7194 25.638 22.712 23.9462 31.6182 30.9142
threshold=0.55630078546380823 1.0000000180025095e-35 2.1516800948178267 -0.42675870887521072 1.3915602485655507 -0.22603896259642872 -0.51755231925735157 1.0344381968568335 0.17338806993714515 -0.51252769393407926 1.0692506903199488 2.0183251275724516 1.4537820900595428 -0.052537044703927886 0.20285747808121529 0.012060353443152053 -0.61727301985219263 -0.5170166133485804 -0.34116687556432201 2.0994270724704638 -0.20934942812984547 0.30548030094620887 0.34450605210609392 0.9942357898018469 1.0909351122468025 0.80180414350200069 1.0000000180025095e-35 0.70333210766501042 0.73392005358173151 3.0712814332595344
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 8 -4 -10 13 12 -12 16 15 26 23 18 22 21 -21 -20 -18 24 -3 -26 27 29 -29 -15
right_child=-2 10 3 5 -6 -7 -8 -9 9 -11 11 -13 -14 14 -16 -17 17 -19 19 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0016754166487438456 0.00091724805517695313 0.00077618358866577471 -0.010410907176852689 -0.031975422888094455 0.05677431701190272 -0.0069249957119004073 -0.015336143308937601 0.13280523244168491 -0.0021819758480086022 0.081299457247587747 -0.0037109291546758346 -0.023751439988207862 0.0054699391293863454 0.0028259556989048244 -0.0022514006293018664 0.016182075516634621 -0.031470393455699575 -0.00062516400453481121 -0.010636405036298806 0.091843444906160379 -0.029091644625539672 0.017278942320150422 -0.0085584902006248919 0.016482843888553249 0.012878501262984217 0.062555362674509937 -0.0011702782407055964 0.044196645828354218 0.0097318751442037003 0.072340442555986567
leaf_count=118630 84163 17496 362 1286 138 1812 1192 21 119 98 15618 762 3531 16757 13157 3863 1513 58878 2016 72 42 621 1670 1542 697 135 12255 304 3110 71
internal_value=0 -0.0112772 -0.0390322 -0.210984 -0.012606 -0.364859 -0.10968 0.303694 0.19534 0.89011 0.00555982 -0.0535637 -0.0380409 0.014989 0.0507408 0.085306 -0.00685969 -0.0281925 -0.193994 -0.00878347 1.01981 -0.0626205 -0.371712 0.0624403 0.0371741 0.444911 0.0544675 0.101322 0.264657 0.0635981
internal_count=361931 277768 123658 5028 1930 3098 1792 600 579 217 154110 19911 19149 134199 49517 36360 84682 64812 5934 2751 114 2637 3183 19870 18328 832 32497 20242 3414 16828
shrinkage=0.05


Tree=3924
num_leaves=31
num_cat=0
split_feature=785 519 728 588 575 728 921 783 1443 762 990 657 924 833 930 1097 912 592 1324 1470 852 1368 1457 225 837 630 749 1114 1240 567
split_gain=22.0696 22.6617 27.2451 30.689 27.3078 26.7577 29.6212 61.4859 28.8991 32.6271 26.1937 26.1004 25.5773 24.1303 24.0626 25.7608 24.3407 25.1618 23.8794 23.472 22.5312 22.3029 21.9371 21.7152 25.8809 20.8482 20.4529 20.8298 21.4098 20.3839
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.65656536832909496 -0.80522708219444705 1.8999064755685127 -0.98246098241750812 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 2.0883641899847656 -1.3072861918153278 1.0000000180025095e-35 1.0000000180025095e-35 3.1272900881009673 -0.77331923399318747 -0.11760235531539699 -0.045632657161479066 0.77030216442705934 1.9474909140199834 2.9131880697467785 -1.6759725929237657
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 14 11 8 9 10 -8 -7 21 25 15 16 -2 -18 -16 -15 -12 23 -23 26 -25 29 -13 28 -28 -14
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 20 12 13 19 18 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.289142178214644e-05 4.4357094623401273e-05 -0.00011869170839806373 -7.5390846534656374e-05 0.00024707735769348503 0.00011131977538092273 -0.0001128320881416493 -4.0546535747116037e-05 0.00031041995648639891 -0.00014771599096870638 0.00027707068270006638 3.5324226899248032e-06 6.6857980698394333e-05 -0.00057434105108087696 0.00049711362380323301 -3.4381190652404971e-05 0.00016000301937329963 0.00032639077702494658 -0.00035440964236612121 0.00029395483809723958 6.915290046237476e-06 0.00030964148075875256 -2.0590398874513637e-05 0.00032741927890082308 -4.5667493546732924e-05 -0.00013286477665370221 -0.00010739667047944909 -0.00027632422769842651 0.00071681428709510428 0.00092965398102840013 0.00065924950685056216
leaf_count=29559 15564 3824 5883 3624 8187 36221 17978 3065 6902 2025 2565 10471 95 420 31821 8719 314 1720 1045 12193 1919 71120 785 41321 40429 481 2657 151 73 800
internal_value=0 -0.0199305 0.0463688 0.0806874 0.0351669 -0.0257203 -0.0371784 0.0249699 -0.00743601 0.0270242 -2.44195e-05 -0.0482952 -0.0375507 0.057865 0.0172898 0.0689419 0.0147136 -0.234493 -0.0234969 0.0278782 0.148465 -0.0461071 -0.0163353 -0.0721632 -0.0873855 0.36998 0.0208798 -0.179642 -0.235211 0.562362
internal_count=361931 332372 21518 17694 14070 310854 251671 34454 31389 24487 22462 217217 180996 13989 59183 26317 17598 2034 32866 12613 4484 167007 71905 95102 81750 1376 13352 2881 2730 895
shrinkage=0.000980392


Tree=3925
num_leaves=31
num_cat=0
split_feature=557 1243 154 1470 1116 131 17 1238 915 150 71 351 1313 137 978 494 1259 690 1118 114 152 878 773 503 225 553 771 779 1319 351
split_gain=11.1418 15.2582 16.77 20.3859 16.2839 20.8505 16.9719 16.0942 15.824 15.718 15.2905 15.0717 15.545 16.8333 16.4295 17.2233 15.5122 15.1497 15.0069 14.7628 17.9844 14.4464 16.1927 18.6267 17.2894 15.9668 15.1345 16.5005 17.9155 16.4983
threshold=-0.89608261094484942 -0.82945658911208897 3.0812691150921547 -1.2008461188180046 2.9156931588094528 -0.67630721506970115 -0.31809656185028617 1.6236383842237581 1.7551989606645095 2.2586427707320671 1.3431542825226022 -0.48467880996707707 1.0890213254496097 -0.37273586627110644 -0.79769734806376891 -0.52103552758417204 -0.10774695981838397 2.2660821126340953 1.5735514332708098 2.0804142706199635 0.66699577983483127 0.66426471340353599 -0.18228403298073967 2.4922967847146702 1.3207317289053242 1.4611363141395504 0.45332690343899512 -0.40814611869763523 -0.69586349828487648 0.29653589015735254
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 21 -6 -7 -8 11 10 -10 16 13 17 15 -15 -1 -13 -17 -16 -21 -3 23 25 -24 -23 27 -27 29 -29
right_child=-2 4 3 -5 5 6 7 -9 9 -11 -12 12 -14 14 19 18 -18 -19 -20 20 -22 22 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.011009956211366202 9.4247885601626057e-05 -0.004602200991937172 -0.053838586379726452 0.07296435981830833 -0.024920597826051501 0.0042710759053423411 0.030531299264940512 0.097637255634079698 -0.029416815987814527 0.070744841009906634 0.036630253962594082 -0.01176282477425513 -0.016714969364764899 0.010520323808410684 0.010084590582426551 -0.022731304045883603 -0.0074262071733285405 0.063854774860465091 0.027793787598957415 0.088965638493229846 -0.021503701127371426 0.0090243932797252433 -0.0020585103891604967 -0.034192449956317539 -0.028051932819171357 -0.054619884390608608 0.032651392741586419 0.10740079341002451 -0.024279602029368019 -0.039590598887379383
leaf_count=3988 304116 36167 23 81 185 230 155 53 660 22 63 1484 854 652 1935 772 853 36 87 56 28 3942 4403 194 465 180 60 30 137 20
internal_value=0 -0.0364812 0.0424218 0.955424 -0.0585454 0.312653 0.533935 0.948516 0.0328315 -0.358802 -0.449372 0.0541495 -0.0277401 0.0230316 0.113411 -0.0892796 0.15654 -0.19434 -0.327953 0.247345 1.13473 -0.0649504 0.0142426 0.110506 -0.0837662 0.137588 -0.30691 -0.520834 -0.0418287 1.18942
internal_count=361931 57815 11594 104 46221 623 438 208 11490 745 723 10745 5904 5050 3530 1511 4841 1520 859 2019 84 45598 9431 4563 4868 4369 427 367 187 50
shrinkage=0.05


Tree=3926
num_leaves=31
num_cat=0
split_feature=1423 1457 1465 1458 1459 213 1463 1438 1470 760 1449 1452 1104 360 1451 1455 284 551 1460 1040 525 1462 1024 430 757 402 283 1458 411 1178
split_gain=10.9801 14.4438 17.9484 36.1738 35.0454 21.7759 21.3419 22.5743 20.864 20.8453 20.4921 29.1225 20.7127 20.2653 19.6781 25.6117 24.7455 24.6511 23.9565 19.5394 19.3109 18.9197 21.9146 19.399 19.2348 19.0235 18.8926 20.4078 18.5604 18.674
threshold=1.0000000180025095e-35 1.5416109563948532 -0.40523020188868136 0.94026471314454818 2.1427118175381636 -0.60274747864699518 -0.24753544861959001 1.8084897874314609 -1.2836328422603671 2.2654097059605838 -0.23193492241610289 0.075388382208316021 -0.69240093879874276 0.71775097214355599 0.39905032773487564 2.5522110869383945 1.2199803176035067 -0.38003022989205015 5.8496616743718155 -0.078327112833016979 1.4119637011192363 3.2477423252060293 -0.55949530861756192 0.42635655348788987 2.2053502148725181 1.0135056393013435 -1.2344411781397893 -0.19179933198544472 0.29414524770716732 0.14434821570980019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3 -4 14 11 -8 -12 20 15 16 18 -18 -10 -9 -13 23 -23 24 -16 -25 -14 -28 -29 -30
right_child=-2 2 8 -5 5 -7 10 19 9 -11 12 13 26 -15 21 -17 17 -19 -20 -21 -22 22 -24 25 -26 -27 27 28 29 -31
leaf_value=-8.4855242245917715e-05 -0.0015792033562792886 0.004418374063722955 0.013906418665562456 -0.0031988666490281956 0.026777857450717764 -0.029826807001413332 0.052351863303922858 0.079433873932007182 -0.011337764841377324 -0.03681680282864002 -0.013837480152840085 0.032020279461180537 -0.035279854977236305 -0.032503666703691064 0.015301614685484617 0.031043530541909971 0.040939981578030367 -0.0023440188223548763 0.070216209690814893 -0.011149895300291986 -0.042472857692449219 0.013197224253620904 -0.034980152255355682 -0.00018081431443236988 -0.015912333179494354 -0.047732507023597742 0.045787768448581373 -0.011519158212481524 0.0051951154382671103 0.058946701447009198
leaf_count=268959 74863 2046 1048 2470 93 333 456 77 4498 272 311 404 67 89 2364 207 209 486 33 48 49 174 292 857 239 114 299 276 177 121
internal_value=0 0.00283273 0.062954 0.146124 0.258812 -0.324995 0.319174 0.151306 0.00488027 -0.0300148 0.460232 0.673921 0.264427 0.340627 -0.0148049 -0.107872 -0.141844 0.230807 -0.209025 1.02284 0.506001 0.0965114 -0.316026 0.149536 0.245351 -0.114632 0.414182 0.498465 0.235769 0.584281
internal_count=361931 287068 18109 7316 4846 426 4420 2171 10793 9745 2249 998 1251 542 9473 5433 5226 695 4531 125 453 4040 466 3574 2603 971 940 873 574 298
shrinkage=0.05


Tree=3927
num_leaves=31
num_cat=0
split_feature=1022 1223 1147 1436 1288 807 491 1365 1227 329 1286 1246 748 1217 78 1429 839 1470 634 698 414 215 1458 632 1457 1461 1452 1452 627 1
split_gain=10.9191 26.3653 22.1028 22.5729 23.271 21.918 25.0508 25.3447 20.5202 20.6097 20.1811 23.0443 19.2925 22.1044 19.2233 18.9026 18.6838 20.2326 18.6153 18.5315 18.3351 19.4455 19.8789 21.7774 19.209 18.2811 19.8339 17.8498 22.7051 22.243
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.3776019160615971 1.0000000180025095e-35 1.3901882842073681 1.0000000180025095e-35 0.77296212989243374 -0.42638832581415231 1.3050901570463238 1.0000000180025095e-35 1.8566435897555933 0.034262174744771869 -0.55983428269634117 1.0000000180025095e-35 2.3805704175646074 1.13172262110474 0.89204877265205662 -1.2244994683729653 1.3936106926997203 -0.42742871670411769 -0.24534207238896746 -0.0034886006275818395 -0.46589091170928792 0.84689569722370295 -0.34993016280196276 -0.1070499242827159 -0.060987887696048425 1.5371897434101582 0.49601774488788114 0.19899734723013782
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 27 6 7 14 10 -10 15 -12 13 -8 -1 16 17 -7 -6 -18 25 22 24 -24 -22 -3 -27 -5 29 -29
right_child=-2 20 -4 4 18 8 12 -9 9 -11 11 -13 -14 -15 -16 -17 19 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.013822702441218826 0.00040723875583130432 -0.0001905987202517687 -0.018096142553147284 0.0032883962826531742 -0.020073329592155818 0.01950676364766725 -0.006506778996471535 -0.0047014831142483645 0.0031557160762487936 0.029546603067640516 0.027983589742056197 -0.013589973285679673 -0.0035354230422879741 0.021084182532143073 0.024371007864787311 -0.021176836447677413 0.026655084675511233 -0.0068005485782370095 0.038003147139562557 -0.00078461636668319826 0.0092362310398704777 0.0038435758639624677 -0.0010886060400976288 -0.01232483877478025 -0.0016988264712773657 -0.011074822240646334 -0.00014499834407725738 -0.018119326520826005 -0.054800799427893281 0.032000193587574957
leaf_count=12404 190674 30186 2987 15758 1680 523 656 24920 1459 689 581 336 3893 1127 355 1884 856 8743 105 1256 4345 25410 12779 2936 4666 5577 4249 515 210 172
internal_value=0 -0.0182381 -0.0574458 -0.0505448 0.0233881 -0.0802274 -0.112719 -0.142875 0.0116831 0.236275 -0.03598 0.304599 0.0404803 0.235042 -0.257401 -0.0734516 -0.0355503 -0.0955726 -0.311747 0.20661 0.00648034 0.0351003 -0.0135968 -0.0643617 0.0751205 -0.0319153 -0.123204 0.0469532 -0.297651 -0.0981173
internal_count=361931 171257 81109 78122 18440 59682 43355 37679 16327 2148 14179 917 5676 1783 12759 13262 11378 9266 1785 2112 90148 50136 24726 15715 9011 40012 9826 16655 897 687
shrinkage=0.05


Tree=3928
num_leaves=31
num_cat=0
split_feature=21 1458 1450 1449 1450 118 1460 1171 21 1422 67 1331 679 557 227 699 1004 221 691 1389 1427 840 344 414 1242 1166 570 407 284 1181
split_gain=10.823 11.5431 15.3076 14.9032 20.7233 18.0651 22.3768 17.2326 17.7137 21.8077 19.295 19.0016 17.0461 18.2237 22.176 17.0594 17.5201 16.8771 16.5281 16.4439 16.2842 18.0946 20.3934 17.3952 16.1985 16.1947 24.171 22.3194 23.8688 21.8687
threshold=-3.2545899522946695 1.8992776531617575 7.6965356047778188 2.5214482292721478 -0.31703301683015661 2.3787456441485824 8.9417178846786403 0.81981033005472737 0.81122649975724037 -0.47136562738859977 3.3026057684902228 -0.83684961089268495 1.3590407435377796 -0.3038793402996488 -0.82809938531552507 0.36165018164284485 0.59444477453878863 -0.90427453028660876 -1.174501219406048 -0.56305805277722332 1.3914382567499328 0.047251289022531805 -0.37624325261769898 -0.84927992647357808 -0.052947827956823568 -0.94772631485393388 -0.65257444883590354 -1.2965003005540392 2.2801252649837127 0.58129230954080946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 25 19 6 7 8 9 20 11 -11 13 18 24 -16 -17 -10 -13 -5 21 22 -6 -23 -15 26 -2 28 -27 -28
right_child=1 -3 -4 4 5 -7 -8 -9 17 10 -12 12 -14 14 15 16 -18 -19 -20 -21 -22 23 -24 -25 -26 27 29 -29 -30 -31
leaf_value=0.013915128610570338 0.0012253704550006755 0.0028040593472166832 0.060708346704291233 0.007408144767871579 0.047740437795188106 -0.032928090050909069 -0.062002941489633506 -0.0043553707051390096 0.084384970422538189 0.020532361182793987 0.06138971664050661 0.033813118378406226 0.032715570152974431 0.08042681892935058 0.0073538588853835117 -0.04327706115907274 0.041832852297067791 0.02336826094948315 -0.027211651179529419 -0.019393455987168209 0.060487623734069677 0.042043722684577275 0.013335629419874718 -0.011536693035977352 0.00032105260499478631 -0.0039031932446375083 -0.0049448018450214005 0.00037412811914020318 0.015940655453871799 0.00018800095290548281
leaf_count=716 27076 14824 39 457 316 165 54 840 58 436 49 54 129 62 450 228 36 519 739 727 89 83 601 376 57 32017 50994 210552 773 18415
internal_value=0 -0.00347751 -0.0065008 -0.00670635 0.0975568 0.155221 0.17534 0.190022 0.248369 0.187291 0.0421835 0.00455724 -0.107059 -0.175143 0.0539853 -0.107042 -0.601335 0.577795 -0.438639 -0.170475 0.389647 0.325628 0.505198 -0.0246171 0.90697 -0.00904966 -0.0390853 -1.1719e-05 -0.0649547 -0.0666298
internal_count=361931 361215 346391 346352 6525 5341 5176 5122 4282 3705 2240 2191 1755 1626 833 714 264 577 793 1184 1465 1376 917 459 119 339827 96485 243342 32790 69409
shrinkage=0.05


Tree=3929
num_leaves=31
num_cat=0
split_feature=785 712 854 21 683 903 967 360 346 1045 1454 1449 749 1050 1457 492 499 1400 219 770 708 1304 974 277 706 767 633 1257 625 1453
split_gain=10.7665 12.6069 12.3849 12.3266 17.4608 17.5336 20.4221 20.8071 18.3672 18.3673 17.1718 21.8745 17.1013 21.7565 19.7255 19.7963 22.5451 20.1333 27.3822 18.7867 18.6815 18.1643 17.6548 17.1931 28.9098 19.526 19.7963 19.9742 19.6765 18.7153
threshold=-0.86283290253235112 -0.63779424894106762 -0.87473648844905705 -0.70163543588998201 -1.3831318875547542 0.12513787555545269 1.7572857482950093 -1.9821300722254356 0.33582659439588897 -0.5322530783714674 -1.0333979697783775 -0.44400284439328219 1.0000000180025095e-35 -1.6906656226380588 0.874379273111902 -0.65866701040863951 0.14872693232370457 -0.82899140990994502 -0.64220418789383305 1.3726249643068849 -0.79821495200157688 -0.64587093632554571 -1.6970090687852719 -0.48487159824115894 -0.34486521972324052 1.6642699030692241 -0.4562029304943081 -0.6325070141097433 1.0000000180025095e-35 0.14066291204992182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 10 8 -7 -8 -6 -10 11 -5 13 -2 15 16 -14 18 -17 22 -16 -18 -15 25 -25 -19 -27 -28 -29 -26
right_child=3 2 -4 4 5 6 7 -9 9 -11 -12 -13 14 19 20 17 21 23 -20 -21 -22 -23 -24 24 29 26 27 28 -30 -31
leaf_value=-0.0052231155678487172 -0.0086441878298934849 0.010131611494857647 0.0018702377343308273 0.06157794393013321 0.00097109645222623407 -0.0013941322704434465 0.070141673446336456 -0.010762832705022259 0.0014361074243956599 -0.0054055574448833646 -0.0035540950858865606 -0.026118522042421349 0.0062303948878459072 -0.010484457445151772 0.013700151574315256 -0.0074050132845045391 -0.016706157991106852 -0.011080961870347125 0.010223689547798497 -0.0059657562328316975 0.0011849327904219528 0.0013826273831784579 0.005075903637854636 0.0032038244226187344 -0.010854831264435271 -0.0093019626318165526 0.080719975306008537 -0.024387330441745389 0.062700234231810967 0.00080077795081994201
leaf_count=3225 2517 2530 23804 99 108364 64131 54 4617 9025 14720 40255 99 8207 1348 2311 2497 1673 8471 3412 2762 6724 2047 28687 7912 8406 318 73 95 60 3488
internal_value=0 0.0378738 0.0528208 -0.00686531 -0.0152789 -0.00753878 -0.0380023 -0.197945 0.00761406 -0.0537077 -0.0669291 0.659516 0.0182654 0.0583368 -0.0109206 -0.0330937 0.0530478 -0.0659849 0.0672339 0.0736067 0.0942301 -0.110136 0.0904534 -0.0958739 -0.0511618 -0.188985 0.257597 0.746674 0.216243 -0.141079
internal_count=361931 29559 26334 332372 241364 200911 68802 4671 132109 23745 40453 198 91008 35314 55694 46659 11927 34732 5909 32797 9035 3720 30035 28823 19806 9017 546 228 155 11894
shrinkage=0.05


Tree=3930
num_leaves=31
num_cat=0
split_feature=50 194 1023 1470 842 65 966 842 902 907 1176 1466 1398 493 633 359 371 140 1376 1010 1114 1257 968 828 14 138 833 1391 1046 153
split_gain=10.8226 19.9371 14.9411 14.7223 15.7739 18.7192 21.4893 16.483 15.8893 24.2767 19.3356 16.6584 16.3066 15.3825 18.0516 19.8529 15.2772 15.7578 14.9961 14.8963 14.802 14.5209 23.2765 21.1472 16.3621 18.4631 21.5015 17.2733 21.872 21.8378
threshold=1.0000000180025095e-35 1.0000000180025095e-35 7.4366709976304533 -1.3664195657027294 -0.27102987990603095 1.3605314985471562 0.59877766858793824 2.9606251197735571 1.0398673286977511 1.1789231576132539 -0.02048809630585852 2.5621452872994568 1.6943033274997947 0.54766176810158995 -0.44961542156432716 -0.48255872004687927 -0.87384870189937469 1.2105731329078739 1.0000000180025095e-35 -1.0000000180025095e-35 0.96181841838791493 -0.29149986176314885 0.91308945407850983 2.3204635349426304 0.85808357713923888 -0.76579497172915312 -0.4571565880449095 -0.74188446832114752 -0.20734466218648931 0.89673726872602189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 -5 6 21 -8 11 10 -10 12 -7 14 -12 -16 -1 -18 -17 -9 -15 22 23 -6 25 -24 -27 28 -28 -29
right_child=-2 -3 -4 4 5 8 7 19 9 -11 13 -13 -14 20 15 18 17 -19 -20 -21 -22 -23 24 -25 -26 26 27 29 -30 -31
leaf_value=0.039852290695488062 0.00040475520820835564 8.4173691863638966e-05 0.051142994520459201 -0.0056791261648871496 0.0025135102774905562 -0.011027518210681018 -0.0072250503893062593 0.076076917957787635 -0.018947996955637963 0.11716397384026807 -0.015362259609315957 0.035118655677186604 -0.041360480281853754 -0.04262297900685047 0.12540149135159226 0.066280398429809997 -0.0016071528304539178 0.028970558035240512 -0.053079033772139031 -0.029505316638469517 0.087580371716479588 -0.00037234329959513047 -0.019858857303908833 0.085036882111283588 0.065669938222515212 0.059637682250027052 0.12410848853529272 0.015366917133196909 0.018765458720503593 -0.052035089872976129
leaf_count=131 197382 90336 43 35673 6142 6057 7021 56 546 41 89 136 745 125 59 58 1191 217 39 26 25 14492 235 45 129 231 45 394 101 121
internal_value=0 -0.0183592 -0.0566653 -0.0582169 -0.0660308 -0.0274129 -0.00170045 -0.128334 -0.180997 0.200881 0.0802109 -0.242205 -0.272307 0.553896 0.951958 1.42725 0.153312 0.07852 0.588368 0.883569 -0.32923 0.0400925 0.140146 0.0664486 0.46134 0.3567 0.506543 0.276728 1.04579 0.0568235
internal_count=361931 164549 74213 74170 72631 36958 29038 7103 7920 982 941 6938 6802 395 245 156 1539 1408 97 82 150 21935 7443 6187 1256 1127 892 661 146 515
shrinkage=0.05


Tree=3931
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 783 791 858 927 892 836 691 428 965 789 813 556 557 924 1252 978 633 234 1381 1443 675 7 402
split_gain=18.5386 15.685 22.564 23.2213 21.7569 26.1945 24.4619 42.4417 22.6869 29.4003 24.9521 23.2781 23.1721 22.0113 21.8456 20.7217 20.244 20.0239 19.8479 21.0395 19.6834 19.9712 21.6787 20.5816 19.9016 19.6157 19.4783 19.4684 22.0833 19.4563
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 1.0342428102238199 2.4283205456421384 0.29073615932568342 -1.0211593192430943 0.10980254379742337 1.1248358748350926 2.1641256470006294 -1.1872183965669325 -0.82454127623603324 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 -0.92523599040117721 1.593744732512876 1.3006397995630099 0.6795542379164512 2.9541164636104842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 16 15 6 8 -8 17 11 -11 12 13 14 18 -2 -4 -6 -10 -20 -7 22 23 -22 -25 -12 29 28 -16 -9
right_child=1 2 3 -5 5 20 7 26 9 10 25 -13 -14 -15 27 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.1379966783611735e-05 5.5812190877594696e-05 -4.3188606654893659e-05 0.00023559570643964445 9.1519832304627256e-07 -5.3689844058317232e-05 -7.8743851494380283e-05 -1.2836202785571966e-06 0.00029673326417584557 0.000566641956834678 5.9402804799556612e-05 -0.00026473244920063377 -0.00021160785252987083 0.0019530268207547377 -0.00011306376002707316 0.00013479984005837948 -2.8135544979431819e-05 -5.970209361766911e-05 0.00010445104620258875 -0.00081221311270393852 -0.0001525839039527822 -0.00033564831861190191 0.00084238097721885997 -0.0013322552198152149 -0.00037913953941051931 0.00018035211502112747 0.00038722579161629372 -8.8613926328779647e-05 -0.00012850481061634967 -7.8645323076337957e-05 -0.00069751446534453655
leaf_count=29559 31913 9447 5244 5700 94773 79939 18652 4134 156 9918 258 4238 26 8463 11372 27270 1127 3837 643 1430 897 171 73 505 3679 1808 840 2347 3427 85
internal_value=0 -0.0162544 0.0390186 0.0965459 -0.0210822 -0.0314459 -0.0154015 0.051045 -0.027647 0.0175921 0.11197 -0.0227812 -0.000469484 -0.00287012 0.0375839 0.0177531 0.183604 -0.0474021 -0.225863 -0.311248 -0.0697072 0.0774285 0.0473061 0.0661852 0.128707 0.322044 0.224327 0.0608874 0.0919097 0.281344
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 142696 44086 11984 32102 27864 27838 19375 59183 6371 98610 2229 2073 85264 5325 5154 5081 4184 2066 5059 17146 14799 4219
shrinkage=0.000980392


Tree=3932
num_leaves=31
num_cat=0
split_feature=1454 485 1452 1465 1459 1459 1458 1459 1450 1457 1453 21 21 1458 1466 1457 1457 1466 1457 1467 1459 1457 1303 1465 1465 1452 1452 1469 1452 1449
split_gain=10.6997 13.8923 11.01 44.6576 39.9744 57.5015 52.7269 57.7499 45.5215 44.004 46.2219 38.5129 53.6406 32.1304 41.1837 33.2959 43.2597 41.1561 35.1833 41.9593 32.0476 30.9272 29.3463 29.329 37.5571 34.0454 47.9127 65.4645 54.4508 42.7371
threshold=-1.0936914102283182 -0.48614825091218666 -0.58911782507014421 -0.58331477857565561 -0.17903548000207106 -0.23672275088034492 -0.32887380860668658 0.14769105951366188 -0.54877514458847465 -0.41944592117090779 0.56824715093290779 -0.32341995197817647 0.62211875780133752 -0.71693843586677841 0.45502499280034486 0.98120010432431315 -0.31328848803260229 -0.018028881616481741 -0.54905437150794734 0.21552738075700384 -0.26793547271153983 -0.3819645836246745 1.0000000180025095e-35 -0.19343653664292135 -0.23500880686833706 -0.37083480438412358 -0.18157124906225561 0.32991972923171631 0.31080832553362553 0.62458680994010674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 7 -6 -8 10 -2 -9 -13 14 15 16 17 18 19 -5 21 -11 -15 24 25 -4 -27 -28 -29 -30
right_child=2 -3 23 13 6 -7 8 11 -10 20 -12 12 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.011614529522527913 0.012123468563065632 -0.045223501913651487 -0.0048145421229317496 0.00025318362284432573 -0.028973743604573082 0.032396932015223069 -0.014044881616549959 0.015571892316099909 0.0078203753281113671 -0.023651864794702729 0.048993579502148034 -0.033781739130915547 0.0071299216250060018 -0.00034346434276521999 -0.0096755294407604112 -0.012190047585844565 0.016007401284092414 -0.049315805153556408 -0.013812882541693647 0.036323238719365041 -0.030833553136410743 0.0054540697816366232 -0.0064939288481152191 0.00075006541758578242 -0.011792301573132057 0.0046706965063177284 0.00049723702741557023 -0.0025964773934356502 -0.018244282895555672 0.0089366943786013727
leaf_count=143 3140 218 31999 1340 1808 1155 1545 1293 8545 609 390 915 880 38825 2484 1132 5686 242 1200 655 498 9265 16199 126007 5058 21585 54236 14005 9900 974
internal_value=0 -0.48407 -0.00228629 0.0188991 0.0924706 0.176203 0.00770342 -0.206855 0.0955113 0.133181 0.343207 -0.0161639 -0.234833 -0.0153064 0.091427 0.154605 0.199235 -0.0132294 0.0560208 0.241728 0.0524877 0.0780197 -0.0401573 -0.010387 -0.0352792 -0.0272882 -0.00539426 -0.0337389 -0.146467 -0.301598
internal_count=361931 361 361570 97806 30043 15057 14986 4896 10090 13902 3530 3088 1795 67763 12739 10255 9123 3437 3195 1995 10372 9874 55024 263764 137757 132699 100700 79115 24879 10874
shrinkage=0.05


Tree=3933
num_leaves=31
num_cat=0
split_feature=659 450 842 82 342 846 512 151 902 1072 296 686 152 1108 597 300 6 843 1329 1453 767 627 79 276 210 1050 140 631 936 697
split_gain=10.6059 23.9933 20.904 17.4277 15.9852 15.5561 20.1165 16.5196 15.4502 15.3323 16.9178 21.4161 19.914 19.1285 17.7935 17.5062 16.6585 22.8072 17.2807 16.6381 16.5298 18.2547 16.2639 20.1371 20.1352 15.9309 15.556 15.329 15.2616 20.0125
threshold=0.62821384419828064 2.2203088264540187 2.3752998519744484 -1.2516974807046954 -0.71972127634037231 -0.74788848746553482 1.2915124542193543 1.2418760004042888 -0.31703918807720494 1.5351305222987108 -0.090603509693824705 0.45089741549439122 1.9363546214515759 1.123155096470519 1.3592535390735871 0.22924302793746357 0.073607423601771707 -0.5299201206899441 0.73513360147940532 0.8037561169984907 1.3740232112670623 -1.0566305350581897 2.8432044943022809 0.51239841603722114 0.22045424731703966 -1.2623525007791547 -1.062270018701978 0.38120175396683292 2.3359524927505695 0.2050529476102296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 -3 -4 7 28 -5 -8 10 11 -2 14 16 22 -16 19 -18 -19 25 21 -11 26 24 -24 -14 -12 -13 -7 -30
right_child=1 2 4 5 -6 6 8 -9 -10 20 12 27 13 -15 15 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00015068431724965959 -0.0027812349636354358 -0.02379208708812288 0.019280608930870684 0.03734675957463391 -0.059993157443452974 0.0018901460545899613 0.058191248292082998 -0.031707713612048577 0.013944606909272489 -0.045169921815269957 -0.021667274117573215 0.009381022578538574 0.087496531506223899 0.063968359043541534 0.017302413408782285 -0.013444671305632844 -0.040221827444206409 0.052977610717416801 -0.048423977907411826 -0.055863174143515652 -0.019063469901275033 0.005375402882379067 0.038452581487186319 0.11743525591176751 -0.074382331985958103 -0.004893101423904641 -0.0074847792421875465 -0.0079799041020157634 0.0012594909233413333 0.094388831186702479
leaf_count=305284 23100 244 45 341 101 2119 138 44 251 148 1844 4221 31 79 726 369 77 176 28 82 409 5819 80 31 38 306 14458 1242 60 40
internal_value=0 -0.032436 0.139566 0.173139 -0.690467 0.210386 0.151505 0.59786 0.601021 -0.0463902 -0.0620484 -0.0275462 -0.12292 0.227103 -0.142443 0.139238 0.109027 0.536663 0.846213 -0.172393 0.0595088 0.0909943 -0.165329 0.626624 0.171104 0.0385331 -0.173374 0.120807 0.0758992 0.866546
internal_count=361931 56647 3383 3237 146 2993 2608 385 389 53264 46888 28563 18325 779 17546 1095 700 281 204 419 6376 5967 16451 149 118 337 16302 5463 2219 100
shrinkage=0.05


Tree=3934
num_leaves=31
num_cat=0
split_feature=785 519 728 872 678 727 382 634 561 1218 930 1097 912 592 1324 908 332 533 737 457 399 789 910 695 566 231 827 1115 682 566
split_gain=23.205 20.1667 25.9316 28.9896 28.153 25.5157 26.8845 25.2876 24.1981 24.0576 23.7122 27.0263 26.2159 25.2791 24.0275 22.3476 21.5617 21.6667 20.9174 20.7408 20.3987 20.3405 20.299 21.9225 18.934 18.8521 18.8782 18.4313 23.1033 20.3598
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 3.0757328524286596 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 -1.328187176110053 -1.1094667520014705 3.9048232315577729 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 2.0883641899847656 -1.4446427012740177 1.0000000180025095e-35 1.0000000180025095e-35 0.52953867530939236 1.0000000180025095e-35 2.1487506720385596 1.1248358748350926 1.595931724233711 1.0566345176742331 1.6261537728093647 2.1922670578237957 -0.36836247429892682 -1.6295197869868179 1.3140755578960717 0.70718004540054669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 9 -3 21 8 -6 18 11 12 -2 -14 20 -9 17 -17 19 -4 22 25 23 27 -8 26 -7 -12 29 -29
right_child=1 5 3 -5 7 6 24 15 -10 -11 14 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.7526030910092416e-05 4.6667909216710559e-05 -4.1754454283076272e-05 -5.9763111004148314e-05 0.00017626986022757163 0.00020667217732231092 0.00011708149057054285 -4.1177497946249374e-05 -0.00024561375785936266 -0.00033989958430807844 0.00031648304934057177 0.00018539886513116539 0.00016486143544064806 0.00031943983942640569 -0.00036266356719365429 0.00029839116156530964 -9.4211097145193728e-05 4.2118555011652528e-05 1.8167190327089498e-05 -1.0320815605235619e-05 -0.00014473653871477235 -0.00047548669678072536 -4.3968327342367672e-05 0.00015041522306998147 0.00018286492266551141 0.00030752908519870244 -0.00032363497107865987 0.00037718607776876718 -7.4517452154934538e-05 2.9003979311290786e-05 -0.0002506084408634261
leaf_count=29559 15564 9447 98050 2933 633 1893 4923 2471 3120 721 1618 8719 314 1720 1045 22200 36146 17260 40180 27957 464 1127 3009 1735 777 229 3122 12900 7791 4304
internal_value=0 -0.0168628 -0.0223334 -0.0336311 -0.0368087 0.0457616 0.10683 -0.00352439 -0.231096 -0.0568909 0.0200656 0.0714094 0.0158284 -0.242656 -0.0204814 0.00348648 0.00920833 -0.0332741 -0.0593028 -0.0757317 -0.0321038 0.200267 -0.0247733 -0.043613 0.00393289 0.256891 0.283868 -0.0610332 -0.0755278 -0.12127
internal_count=361931 332372 310854 251671 248738 21518 12071 81830 3753 166908 59183 26317 17598 2034 32866 78077 75606 39460 166187 126007 31821 6371 31357 28348 5700 5244 5015 26613 24995 17204
shrinkage=0.000980392


Tree=3935
num_leaves=31
num_cat=0
split_feature=253 566 357 216 789 1253 1463 477 844 1121 360 1258 421 973 764 1124 282 2 359 415 1040 1117 828 1105 556 1185 910 1312 225 5
split_gain=10.6834 14.5618 16.5592 18.0536 17.1618 16.3825 15.7242 15.7183 15.5257 14.6304 17.6728 14.8615 18.2387 14.3305 16.5295 21.7758 18.197 15.2487 15.1512 14.975 20.104 17.4773 18.6449 17.6469 17.2977 17.2407 19.4017 20.1559 16.3537 16.1458
threshold=1.0000000180025095e-35 1.8619965878080877 -0.67020541662747946 -0.012693638752195714 -0.48009943510652897 -2.0435800394633721 5.6853485453425652 -0.32768351912544119 2.2821859606852843 3.2193112452210872 0.55949861963169689 0.089817663633210504 -0.56799103130392259 -0.18632128089513963 -1.105475572762683 4.2367591710428538 -1.4720773955647786 3.2235193044207455 1.0000000180025095e-35 0.46450893195313442 -0.4239256781158306 0.53809046515200298 -0.61162631914587451 0.58307120947941316 -0.77035381307844075 0.78990804089858679 1.0974577659546709 1.0000000180025095e-35 -0.95607277257342116 -0.18401481591999355
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 8 -5 9 -8 -4 13 11 12 -11 17 15 16 -15 19 -19 24 21 -21 23 -23 -2 -26 27 -27 -29 -25
right_child=1 2 3 5 -6 -7 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 22 -24 29 25 26 -28 28 -30 -31
leaf_value=0.00031291536393321991 0.0049734672942175692 -0.0039860819348509517 0.011238140142919004 0.10673774340713599 -0.0055723645551752615 0.015461630174520008 -0.00045153269096066123 0.046793286788224579 0.089365927423745661 -0.030994052409143154 0.076073730951352017 -0.043168383571090256 0.045257775889690294 0.017215663130853539 -0.002297149996207276 0.061629947479819328 -0.012066682265685575 0.0025058934844912552 0.064113980531820963 -0.015287619669946293 -0.0003264677262318605 0.011688725576471735 -0.0096840349960738772 0.024671706866914021 0.00064096056174138235 -0.0081397617168746089 -0.022690844071053155 0.057576507050504246 0.00440368566565071 0.14208779262612237
leaf_count=231805 9587 2424 827 23 1446 1796 190 161 26 74 61 77 173 460 55880 73 6774 139 78 4309 7741 361 784 41 29651 4212 900 83 1741 34
internal_value=0 -0.0214574 0.0835107 0.165249 0.0364295 0.334716 -0.028266 0.442956 0.283439 -0.03001 0.45615 0.187285 0.474396 -0.0315886 -0.0600984 -0.187783 -0.204581 -0.00513586 0.608995 -0.00765497 -0.0868059 -0.217089 0.0518826 0.469779 0.0116188 -0.0133241 -0.120584 -0.0722624 0.139306 1.58169
internal_count=361931 130126 6542 4118 2299 1819 123584 351 853 123233 385 324 247 122848 63187 7307 7234 59661 217 59444 13270 5529 1220 436 46174 36587 6936 6036 1824 75
shrinkage=0.05


Tree=3936
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 761 1443 791 858 927 836 892 691 428 1317 930 1097 912 592 1324 789 399 910 695 858 556 557 813
split_gain=16.8728 14.8611 22.4865 23.7085 22.4393 25.7341 24.8451 42.1261 24.1347 23.0392 29.3743 24.8431 23.2711 22.7232 21.6491 21.3032 21.1059 20.8277 24.4804 24.1498 25.2928 23.8703 20.5871 20.5708 20.3144 21.0217 19.8405 19.7542 20.9993 19.5601
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.593744732512876 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 2.4283205456421384 1.0342428102238199 0.29073615932568342 -1.0211593192430943 1.3531462534988981 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 2.0883641899847656 1.1248358748350926 2.1487506720385596 1.595931724233711 1.0566345176742331 1.0825608069246189 -1.1872183965669325 -0.82454127623603324 2.1641256470006294
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 22 17 6 9 8 16 29 12 -12 13 14 15 27 -8 18 19 -2 -21 23 -4 24 25 -19 -9 -11 -29 -6
right_child=1 2 3 -5 5 -7 7 26 -10 10 11 -13 -14 -15 -16 -17 -18 21 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.0386776386789788e-05 4.486445319519312e-05 -4.2958656625709058e-05 0.00023717366452667571 -2.0817062271431361e-08 -5.2469387672468517e-05 -6.6508887655170593e-05 1.9086861797982145e-05 0.00030164992961033665 -0.00015740871960405787 0.00056921842420054223 6.1204603960361736e-05 0.00031719406783685281 0.0017559005735600355 -0.00021055116526195734 -0.00011085441536596513 6.0544526030083995e-05 0.00029892614283717625 -5.6990435387023765e-05 0.00015720019304339979 0.00032980106217703577 -0.00035415160707998386 0.00030024237907258164 -6.0865365912112087e-05 -0.00047520358716299319 0.00015325873626654602 0.0001808702764905428 -0.00016883867824258388 -0.0008092167007996816 -0.00014870956697831731 0.00010391186713857172
leaf_count=29559 15564 9447 5244 5700 94773 85264 14090 3657 4097 156 9918 2066 33 4231 8463 17146 1401 26613 8719 314 1720 1045 1127 464 3009 1735 466 643 1430 3837
internal_value=0 -0.0146343 0.0392177 0.0966798 -0.0193383 -0.0298738 -0.0139575 0.0530723 0.00801755 -0.0263097 0.0193279 0.113759 -0.0210698 -0.0234511 -0.00139778 0.0387456 0.0455784 0.0201382 0.068273 0.0153012 -0.233526 -0.0179319 0.184704 -0.0295342 -0.0221582 -0.0410353 0.253317 -0.221885 -0.307307 -0.0462335
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 19588 142696 44086 11984 32102 32069 27838 19375 15491 59183 26317 17598 2034 32866 6371 31821 31357 28348 4123 2229 2073 98610
shrinkage=0.000980392


Tree=3937
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 728 730 783 487 909 353 289 959 514 1459 912 1002 209 570 483 15 909 447 900 765 1246 1396 383
split_gain=25.2983 20.3325 20.9274 21.2594 22.3165 20.063 45.2715 19.6756 18.976 23.6085 21.7729 22.0471 20.0682 19.7565 19.6531 20.1778 19.5521 18.5522 18.3262 20.1795 18.2967 18.1474 17.9648 20.2357 19.943 19.8474 19.2542 18.9682 17.9952 19.8599
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 -0.33215574005720661 1.1155635910225459 -0.5841843363838235 0.97145650515428605 -1.0945823271044892 -1.0154965812156627 1.145372801981061 1.2394703555346365 2.2026343062995877 1.0000000180025095e-35 0.69854289147193727 0.23696906566319156 -0.4998781572545779 1.3207590582757576 1.9016026118134437 -0.21963219460843428 0.59972846529787971 0.41331674494487913 0.57148697826932571 -1.1275752352374568 0.83864812437341107 2.2118716902368778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 8 -5 6 -3 -1 9 14 11 -10 -12 -13 15 21 -16 -14 -6 -20 22 -4 23 -7 25 26 28 -26 -25 -30
right_child=1 5 3 4 18 20 -8 -9 10 -11 12 13 17 -15 16 -17 -18 -19 19 -21 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-0.00011927645494427843 -1.9263192280783982e-05 -5.0119842111823734e-05 2.2462550286485134e-05 -0.00012186500444589732 0.00023265471575998329 -8.7981311516039361e-05 0.00039086382557394734 6.6545584731948036e-05 0.00016274408354368018 -6.476645223162908e-05 -0.00036794841997960252 -0.00074317877078218628 0.00015823482965230841 0.00080579463822604979 -0.00041361267278345806 0.00039805152206645128 0.0012958468882851852 -0.00010931635002358841 -0.00039004800868838317 0.00021241734273571463 -8.7988121666610189e-05 0.00038920938695510284 0.00026249222179118087 -0.00010760139374845082 0.00087807813435485636 0.00012703994410444286 9.5349043863594477e-05 0.00015954066553829506 -0.0006203094232408807 0.00069611241025054201
leaf_count=3396 190291 4821 5645 1294 5339 17664 1384 26163 2705 17685 764 50 3121 339 605 967 25 1966 480 482 61493 679 1214 3622 177 3736 2270 2615 857 82
internal_value=0 -0.0195929 -0.00890471 0.0351036 0.136824 -0.0518842 0.0786315 0.0485973 0.0110399 -0.0202866 0.0972842 0.237904 0.0145481 0.680207 0.079816 0.110347 -0.318347 0.058238 0.18826 -0.0809047 -0.0623769 0.0648975 -0.0130799 -0.0262945 0.0426888 -0.00831891 -0.0920713 0.219197 -0.187192 -0.513745
internal_count=361931 332372 232437 42146 7595 99935 6205 29559 34551 25606 8945 3094 5851 389 7921 7291 630 5087 6301 962 93730 6324 32237 31023 13359 10567 6831 2792 4561 939
shrinkage=0.000980392


Tree=3938
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 921 761 1443 791 858 927 836 892 691 1452 1470 1469 428 1469 1317 689 689 508 620 491 150 765 728 423
split_gain=19.5501 16.631 24.5234 23.7202 22.9635 26.5476 26.4082 41.6441 24.4845 22.1926 28.5574 24.6551 23.1496 22.8518 21.7063 21.4 37.3224 23.0835 21.2436 21.1939 21.0681 20.2365 24.808 25.0314 21.5349 22.1724 21.0244 25.7671 20.6245 20.3551
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.593744732512876 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 2.4283205456421384 1.0342428102238199 0.29073615932568342 0.4926003403048807 0.84122639276026845 -0.1067644305262897 -1.0211593192430943 1.6911153983873026 1.3531462534988981 0.72022076402865742 -0.4288425582216272 0.93928964529742032 0.88084169889549835 0.82498920141556809 -1.1769467878382101 2.3725116543357561 -0.90320472132347296 1.8383606565487096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 15 6 9 8 20 -6 12 -12 13 14 18 21 19 -18 -11 -17 -8 22 -2 24 25 26 -24 29 -25 -28
right_child=1 2 3 -5 5 -7 7 -9 -10 10 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 23 28 -26 -27 27 -29 -30 -31
leaf_value=4.3489668919205213e-05 -6.561633897134988e-05 -4.4544992099665386e-05 0.00018548390498210026 4.4277862005553446e-06 -4.651224844546825e-05 -6.849208026072555e-05 2.0456291412601066e-05 0.00024790995897983374 -0.00015742538459190386 -0.00021878901911525774 5.7645959045185269e-05 0.00031246728494604959 0.0017477505395037942 -0.00021274499905356875 -0.00011270665036311987 6.9549911315791989e-05 0.00034249493288462154 0.0012267804532844009 5.8753787041177779e-05 -0.000734806992904836 0.00029993407496079226 -0.00010732727274551141 0.00038938759154251597 0.00021547444385340258 -0.00015124585216223359 -0.00013183440783070719 7.1012504776554096e-05 0.00062617795210581184 -0.00063336636668695804 -0.00027263236649762172
leaf_count=29559 12265 9447 6371 5700 98610 85264 14090 4123 4097 2229 9918 2066 33 4231 8463 11629 996 147 17146 267 1401 8709 1248 4632 3354 2521 11753 383 138 1141
internal_value=0 -0.0157063 0.041233 0.101211 -0.0206795 -0.0313295 -0.0151711 0.0539064 0.00911932 -0.027897 0.0168622 0.109879 -0.0229553 -0.0253298 -0.00321908 0.01924 0.0977178 0.47061 0.036962 0.0601141 0.0469434 -0.00473196 0.0174405 0.0583286 0.0208321 0.0531297 0.089893 0.0644398 0.196146 0.046365
internal_count=361931 332372 21518 12071 310854 251671 166407 23711 19588 142696 44086 11984 32102 32069 27838 59183 13039 1143 19375 11896 15491 46144 37435 25170 20400 17046 14525 13277 4770 12894
shrinkage=0.000980392


Tree=3939
num_leaves=31
num_cat=0
split_feature=785 652 1221 588 705 1455 590 647 647 510 638 856 762 264 583 833 706 510 434 14 1395 1141 1398 491 354 638 762 221 66 64
split_gain=18.8014 16.1737 18.2233 19.2974 22.662 18.2949 17.7202 76.1655 35.1618 22.6637 19.9238 19.8665 19.3852 19.8444 18.1549 19.3451 17.7034 17.6364 18.0212 17.3627 18.3061 18.1622 17.4189 17.3515 17.1827 17.1018 19.139 17.5011 19.1285 18.7221
threshold=-0.86283290253235112 -0.55024281929118113 1.0000000180025095e-35 2.250834115212506 0.41040386000896778 2.9627295243953253 0.58895901036483078 -0.87782724458594241 -0.87782724458594241 1.0000000180025095e-35 0.41750361118425583 1.0000000180025095e-35 2.0613728068090205 1.6948692418889324 -0.55326332990463356 0.72979074580462633 -0.34486521972324052 -0.89943454299748937 2.5011865743550508 2.156976791502633 -0.090667034886683137 0.36712776479088227 3.1183116592063489 1.4970055419227215 -0.85807505161657227 -0.37651267654922899 0.5960264077597085 -0.0046931964246789259 -1.049029499082393 0.58408534944085788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 16 19 -4 8 -8 17 -10 12 14 -9 -14 -11 -16 25 -2 -19 20 22 -21 -5 -13 -17 -3 -27 -28 -29 -30
right_child=1 2 5 4 -6 -7 7 10 9 11 -12 23 13 -15 15 24 -18 18 -20 21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=4.1508338169276601e-05 -0.00031008115726103923 -4.8155878255257869e-05 -6.9953342959678492e-05 0.00016563437116518423 0.00019558656610628035 0.00021811371974167479 0.00029972162533930185 -1.8070782042757072e-05 -1.3968652029191943e-05 0.00011121244060761297 -0.00030840863110555337 0.00014230706166699848 0.00048345988079119177 -0.000531701507287763 -0.000150466437521343 0.00060662766461905965 -4.2971860646290054e-05 -8.702312455900601e-05 0.00039108427238200528 -0.00095521980810142116 -0.00012181684033072401 0.00044038604840408062 -0.00097238175575341593 -0.00049699525279967233 2.3763472322824616e-05 1.9972168680379283e-06 2.3021628697665992e-05 0.00047340264730331354 0.00017583017406346289 -0.0003691670881901294
leaf_count=29559 2047 18211 62017 2640 3804 1037 4389 11117 47890 4420 1133 11818 587 97 5102 276 96308 14848 459 184 2564 56 85 211 1469 28618 5644 969 3997 375
internal_value=0 -0.0165508 -0.0284975 -0.0156132 0.079814 -0.0650445 0.00648478 0.0706908 -0.00726611 0.0154236 -0.020848 0.0728138 0.00577403 0.348571 0.00131639 -0.0760464 -0.0226806 -0.101013 -0.0755799 -0.016156 0.0105363 -0.610213 0.140142 0.134072 0.125685 0.00873857 0.0363162 0.113237 0.20038 0.140736
internal_count=361931 332372 226509 163455 9333 63054 105863 17323 88540 71186 12934 23296 11801 684 11267 6847 154122 17354 15307 5529 5289 240 2725 12029 1745 57814 39603 10985 5341 4372
shrinkage=0.000980392


Tree=3940
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 746 727 382 762 1256 930 1097 912 592 1324 813 789 395 399 910 695 858 766 924 1252 978 633 234
split_gain=25.6879 18.2422 27.7207 29.7163 28.7056 45.3814 25.0639 30.3455 24.5789 24.4904 22.785 22.4329 22.3189 25.3144 24.0894 25.1269 24.051 20.5822 20.2108 20.0974 20.0423 20.5457 21.4372 20.0097 19.7042 19.6923 20.275 21.5409 20.4628 19.6928
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 1.0000000180025095e-35 0.21147417596499959 -1.3494139952004127 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 2.0883641899847656 2.1641256470006294 1.1248358748350926 0.66415532897360485 2.1487506720385596 1.595931724233711 1.0566345176742331 1.0825608069246189 -0.45228654518479167 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 -6 17 10 -3 18 19 -9 13 14 -2 -16 20 -4 -10 -8 21 22 -14 -7 -25 -5 27 28 -27 -30
right_child=1 8 3 25 5 23 7 11 9 -11 -12 -13 16 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=4.6875569252106913e-05 4.3226342122311982e-05 -4.7019497651254947e-05 -6.0886935460580152e-05 -8.7259712621447121e-05 -2.828785812802015e-06 0.0002732565734713843 -9.2157902520305132e-05 -0.00044976633770764049 0.0002397581979753606 4.9893830199827547e-07 7.8439355669313553e-05 0.00015906176829856428 -6.0933921877980482e-05 0.00015785762290897707 0.0003260626926061943 -0.00035446848443267679 0.00029728206667143183 9.9225590930230258e-05 -5.5151904997286361e-05 6.0681848458516502e-05 -0.00047265423812433842 0.00015023210236285057 0.00017895594971445889 0.00011942661709060993 -0.00072353257520265941 -0.00034240896445108247 0.00083725048829852357 -0.0013346897902841168 -0.00038483711750042255 0.00017068780950310586
leaf_count=29559 15564 9447 94773 79939 18652 4493 22476 380 5244 5700 9039 6711 26613 8719 314 1720 1045 3837 1127 5480 464 3009 1735 375 191 897 171 73 505 3679
internal_value=0 -0.0209061 -0.0261021 -0.0377714 -0.0206948 0.0512278 -0.0339343 0.0135749 0.0386602 0.0986654 -0.0179269 0.13816 0.0177179 0.0674901 0.0137052 -0.234426 -0.0216156 -0.0546558 0.187978 -0.0556249 -0.0332422 -0.0259795 -0.0449282 0.230173 -0.148594 -0.0784198 0.0684773 0.0381558 0.0569349 0.119225
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 21518 12071 36995 7091 59183 26317 17598 2034 32866 98610 6371 27956 31821 31357 28348 5059 566 85264 5325 5154 5081 4184
shrinkage=0.000980392


Tree=3941
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 1443 791 861 1367 728 566 382 930 1097 912 592 1324 813 1317 924 1252 978 633 399 910 695 207 858 234
split_gain=17.3021 16.0107 24.0036 27.7462 26.9817 43.8192 25.4365 23.7256 29.6179 33.3547 22.9539 25.4791 28.5581 21.6961 24.9954 24.3051 25.0453 23.8327 21.2784 20.8765 20.7376 20.9797 21.6742 20.4841 20.3783 20.2992 21.2911 20.1235 20.0978 19.6118
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.593744732512876 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 -0.49008176997875957 1.7115451368606267 1.0000000180025095e-35 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 2.0883641899847656 2.1641256470006294 1.3531462534988981 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 2.1487506720385596 1.595931724233711 1.0566345176742331 -0.27960215840261687 1.0825608069246189 -0.89470958077722174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 7 6 19 18 -9 -10 -3 12 -12 14 15 -2 -17 24 -4 -6 -5 22 23 -22 25 26 -15 -14 -7 -25
right_child=1 10 3 20 5 28 -8 8 9 -11 11 -13 27 17 -16 16 -18 -19 -20 -21 21 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=3.9978872776105147e-05 4.5461152799519081e-05 -0.00011169919870281192 -5.4542144319634518e-05 -8.0165556037120104e-05 2.1092939980026684e-05 0.00030741696283086302 -0.00016075309321418124 -9.290287576655884e-05 2.8051728742376502e-05 0.00028322997723789181 0.00012792572355227935 0.00029826346638231683 -0.00018533337142877016 -5.7778164709133724e-05 0.00015917721038012344 0.00032629401425045859 -0.0003538978030750433 0.0002991696968878802 0.00010857932091079425 0.00029933764357637367 -0.0003332705640733027 0.00086435521825354341 -0.0013309572651098158 -0.00037442724712848037 -0.00047356348159666623 0.00015242513890752045 0.00018155341131646883 3.5559468678981993e-05 -0.00016603427216867412 0.00018186593415781872
leaf_count=29559 15564 3824 94773 79939 14090 3657 4097 11003 30600 2483 8235 1904 3049 26613 8719 314 1720 1045 3837 1401 897 171 73 505 464 3009 1735 4506 466 3679
internal_value=0 -0.0157318 -0.0206106 -0.0314976 -0.0149756 0.0548467 0.00890226 -0.0278402 0.0184554 0.0524014 0.0401488 0.0717402 0.0437347 0.0202106 0.0693368 0.0158196 -0.233794 -0.0186257 -0.0480446 0.0474752 -0.0708824 0.0802867 0.0493593 0.0682603 -0.0302155 -0.022876 -0.0417392 -0.0505238 0.258923 0.130657
internal_count=361931 332372 310854 251671 166407 23711 19588 142696 44086 33083 21518 17694 15790 59183 26317 17598 2034 32866 98610 15491 85264 5325 5154 5081 31821 31357 28348 7555 4123 4184
shrinkage=0.000980392


Tree=3942
num_leaves=31
num_cat=0
split_feature=785 1233 519 354 356 785 576 996 444 1049 291 74 836 347 728 906 831 734 735 540 1452 1470 934 688 1116 1090 840 975 362 995
split_gain=20.0063 15.2024 17.0508 21.0572 22.0139 18.6318 24.9512 18.0011 21.6779 19.0397 22.9524 19.8729 19.351 18.8526 17.6015 25.9418 23.4662 25.2315 23.5404 25.4684 22.8986 31.1834 24.1711 22.1981 21.7563 20.7151 21.1817 22.3596 20.6165 23.3712
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.5225780964414024 -1.7382851512569515 0.58460966528228819 0.66546334935299256 1.0565563832172893 1.0617732612454149 0.77355911384462062 -1.4872753328418311 0.19088275296100143 -0.17925624380449814 1.4313099438983601 -0.49008176997875957 1.8332716930034685 2.0523937188146193 3.0820683777490774 1.0000000180025095e-35 1.6305215107933637 0.79547082264194502 1.3024667090820021 1.0000000180025095e-35 2.9347282590847246 -0.90204418590670865 1.0111579468260208 -1.0988597841586289 -0.76532056371656221 -0.60895679988028184 0.83183509205563833
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 5 -5 7 -7 8 9 10 -4 -11 -12 -14 20 16 17 -16 -19 -20 22 -22 -2 -17 -24 26 27 -26 -18 -30
right_child=1 -3 3 4 -6 6 -8 -9 -10 11 12 -13 13 -15 15 23 28 18 19 -21 21 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=4.5300197963463435e-05 5.8298206751207446e-05 -6.0426627632579569e-05 0.00056387717686719836 -0.0002540154028364735 0.0003472661172732015 0.00022994868522050469 -0.00024205195226642158 -0.00020276673077090508 0.00022214737538629097 -0.00034031154621375585 -0.00011913984969746216 4.3241168613915725e-05 0.00014486668039472318 -0.00041822303648805722 -2.5880391082863752e-05 -0.00014351187495014755 -4.7417082125837222e-05 -0.00015081968670642082 0.00039889458351634777 -0.00055481885724696829 9.8092784754993175e-05 0.00076394831696853884 9.9929422725621134e-05 0.00057075921473527134 0.00055949444619735837 8.844487439621896e-05 -0.0001360262900365122 -6.3510168523384951e-05 9.7584192742435354e-05 0.00044600100116283189
leaf_count=29559 19526 43131 362 347 1713 3196 591 1744 1831 1417 3009 938 3481 285 195379 14385 2726 673 1565 133 7829 299 4461 201 437 2997 14147 886 3401 1282
internal_value=0 -0.0145612 -0.00905905 0.0518955 0.258147 0.0277058 0.160422 -0.0094583 0.0214477 -0.0199668 0.0349025 -0.183416 0.0081728 0.10669 -0.0143819 -0.0241133 -0.0178269 -0.023116 0.198189 0.329914 0.0230412 0.127792 0.00112498 -0.131698 -0.0491041 -0.0816036 -0.114657 0.172785 0.104599 0.194403
internal_count=361931 332372 289241 18914 2060 16854 3787 13067 11323 9492 7137 2355 6775 3766 270327 219745 205159 197750 2371 1698 50582 8128 42454 14586 22928 18467 15470 1323 7409 4683
shrinkage=0.000980392


Tree=3943
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1022 1016 346 1249 1040 759 678 785 353 834 570 1002 209 1421 82 350 422 1396 11 982 691 567 677
split_gain=22.613 19.9612 20.3672 21.3924 21.4661 20.0159 43.8089 19.9907 20.4254 20.0566 21.0798 25.1307 18.5404 18.7329 18.4694 19.0474 18.3583 18.0988 18.0894 20.0562 17.868 17.5823 19.1069 22.7392 22.0069 18.3089 17.4954 18.8798 17.3866 17.5168
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.7993186572179827 6.0948733974029876 2.9970139449733542 2.5458802938288509 2.0780443506202029 -0.4998781572545779 0.69854289147193727 0.23696906566319156 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 0.48144857586768636 -0.25709740067490466 -1.7658299547505127 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 26 6 -3 8 9 10 11 16 13 28 -9 -16 -2 20 -6 -20 21 22 23 -7 -24 -25 27 -5 -13 -30
right_child=1 5 3 4 18 17 -8 14 -10 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23 24 25 -26 -27 -28 -29 29 -31
leaf_value=4.4817350423483526e-05 -0.00032611541032844356 -4.7224342758599986e-05 1.0873162614232625e-05 -0.00026689171259916935 0.00023179973852925238 -0.00012038702798793174 0.00038656870788946531 -5.4868671857778988e-06 -1.8318361274986354e-05 -0.00018559728841706686 -0.00020004748808641137 -0.0007200362929412616 0.00072048317108177977 0.00079831840279625534 0.00011854792215698971 0.0012072598100686877 0.0008830856355638093 -8.6758705636122286e-05 -0.00038808690108010186 0.00021259595808423756 -0.00021833460070534889 -0.00015415992694702181 0.00012456254183041123 -0.00037916542810860108 -0.00013168949435548013 0.00027503102638908576 -0.0006327916589044674 0.00030554398639752478 -4.8939803068627853e-05 0.00012940353578044382
leaf_count=29559 2747 4821 34551 550 5339 8640 1384 98491 45923 14802 6707 366 210 102 4444 66 95 61493 480 482 2973 3798 12404 341 2576 1505 276 468 12749 3589
internal_value=0 -0.0187727 -0.00818327 0.0352344 0.137264 -0.0507775 0.0796331 -0.0187832 -0.047751 -0.0970038 -0.0559683 -0.0171322 0.0153538 0.00539859 0.000617615 0.140133 -0.283525 -0.0612594 0.187714 -0.0797357 -0.0122269 0.00531384 0.0295245 -0.0589527 0.0850625 0.178576 -0.118784 0.00266319 -0.00367276 0.00575123
internal_count=361931 332372 232437 42146 7595 99935 6205 190291 87290 41367 26565 19858 17016 16806 103001 4510 2842 93730 6301 962 32237 29264 25466 10486 14980 1846 1294 1018 16704 16338
shrinkage=0.000980392


Tree=3944
num_leaves=31
num_cat=0
split_feature=785 544 415 564 415 906 1044 556 415 1243 434 219 1043 149 977 1249 771 768 354 77 768 903 1053 1256 677 210 846 563 1038 7
split_gain=11.5042 12.4654 12.9965 12.5377 17.7455 16.9961 14.4739 13.8419 12.3224 12.2571 14.3254 12.2214 16.8398 15.259 13.8947 12.5041 12.1815 12.212 15.6842 16.8709 15.0538 14.3786 14.5889 13.898 15.6055 13.7251 13.7008 13.5489 13.9134 13.4982
threshold=-0.86283290253235112 1.0000000180025095e-35 4.2231708133436845 -0.82632978812157953 -0.62444918321609 -0.79279456636664658 0.92107625621083666 -1.3134251053295036 0.69479039716813173 1.0977381457139466 -0.46579715928778792 1.1871955965392902 1.1985752104141596 1.6531620413201573 1.6413585533114261 1.6467786131149356 0.20249013900427015 -0.45917980826900168 -0.69235895811847892 -0.41324986909827538 1.2026019002871917 -1.0065923169172304 -0.52267726918594082 -0.82188118247076825 1.6589954542140382 1.7227903396074284 -0.021588472612775873 -0.35958718069371526 1.0947607825202872 -1.0022864499323514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 -3 6 -6 -5 9 -7 -11 15 13 14 -13 -9 -1 25 19 20 26 22 -20 24 27 -18 -19 28 -23 -29
right_child=-2 3 -4 7 5 8 -8 11 -10 10 -12 12 -14 -15 -16 -17 17 18 21 -21 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.048317049059737494 -0.00039536811607593196 -0.029223610697647614 -0.046802466637280826 0.047165256220325358 0.027244954726506759 -0.01002309015248417 -0.036925508806451783 0.0030878779842547013 -0.035645787250609261 0.10132439239177103 -0.0047740841427064114 -0.0082524041094973865 -0.063489245703024819 -0.080175977338879434 0.053462257622172375 -0.018689146063691077 0.004947189314088764 -0.014773312603287217 0.0022112988438345461 -0.00041517907465942611 0.055105236465525134 0.017019412735426453 -0.037563923197599026 0.0058784477068920139 0.053093687867236887 0.021829124921209458 -0.048426380663786628 0.025363583361421388 -0.056677918359281244 -0.025226689083575185
leaf_count=63 332372 514 70 71 278 471 78 5237 287 23 40 825 76 40 38 383 10190 563 247 1467 27 254 234 6496 46 626 212 64 39 600
internal_value=0 0.0383267 0.066513 -0.0362661 -0.219643 -0.0592693 0.350505 0.005784 -0.256138 -0.0665765 0.843697 -0.00537869 -0.240669 -0.154025 -0.0935921 0.0343599 0.0695257 0.0663595 0.0118355 -0.15297 -0.410592 0.0572648 -0.325341 0.0801492 -0.159546 0.118752 -0.471726 -0.220609 0.167726 -0.395695
internal_count=361931 29559 21198 8361 1691 1177 356 6670 821 534 63 6599 979 903 863 5620 21128 21065 10249 2269 802 7980 481 7499 1003 10816 775 957 293 664
shrinkage=0.05


Tree=3945
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 728 588 791 861 1229 575 1443 930 1097 912 592 1324 648 704 813 382 1317 924 1252 978 633 399 910 695
split_gain=20.8985 22.195 28.588 29.4491 28.5241 46.9706 28.2902 29.7234 26.9019 31.607 36.5497 26.2985 25.2276 23.0338 24.7324 24.3384 25.2209 23.6961 22.4521 23.1975 21.8174 21.069 20.8622 20.8576 21.0851 21.5136 20.4369 20.4023 20.1159 21.5521
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 -0.49008176997875957 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.0000000180025095e-35 1.593744732512876 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 2.0883641899847656 1.8166789435549495 -1.1956137993399691 2.1641256470006294 1.0000000180025095e-35 1.3531462534988981 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 2.1487506720385596 1.595931724233711 1.0566345176742331
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 8 12 -3 11 20 -10 18 -8 22 14 15 -2 -17 27 19 -11 -4 -13 -6 -5 25 26 -25 28 29 -15
right_child=1 6 3 23 5 -7 7 -9 9 10 -12 21 -14 17 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.2185480912409149e-05 4.6786816396659195e-05 -0.00012166756380508983 -6.0707951899707692e-05 -8.6224088829596029e-05 1.6704517441211421e-05 0.0002578955087124719 -7.1854296248619433e-05 0.00024539241422745641 -9.8275007807836521e-05 -0.00028272410234673096 0.00033055782018933516 0.00020670058541721393 -0.00016404812012418282 -5.9252396374259642e-05 0.00015963270207495863 0.00032934863874182921 -0.00035278730841394984 0.00029632179854787393 0.00023536260849356901 2.5451457834703371e-05 0.00010418734701577349 -4.9883762129485897e-06 0.00029446144429564648 -0.00033779772232866442 0.00085893635189338176 -0.0013300571012724008 0.00012188630207808533 -0.00047506561243190027 0.00014993930653727435 0.00018132353100451881
leaf_count=29559 15564 3824 94773 79939 14090 4123 5883 3624 11003 2150 1865 4503 4097 26613 8719 314 1720 1045 2316 26752 3837 3684 1401 897 171 73 4184 464 3009 1735
internal_value=0 -0.019002 -0.0247379 -0.0365879 -0.0195873 0.0521102 0.0466627 0.0816588 -0.032787 0.0164452 0.051492 0.0367969 0.00459364 0.0197779 0.0703638 0.01717 -0.232385 -0.0201872 0.0299666 0.0106329 -0.0542543 0.113776 0.0429604 -0.0770603 0.0742453 0.043307 0.0620855 -0.0317336 -0.0244014 -0.04316
internal_count=361931 332372 310854 251671 166407 23711 21518 17694 142696 44086 33083 14070 19588 59183 26317 17598 2034 32866 31218 28902 98610 8187 15491 85264 5325 5154 5081 31821 31357 28348
shrinkage=0.000980392


Tree=3946
num_leaves=31
num_cat=0
split_feature=728 744 801 1048 901 76 951 477 629 588 1250 137 156 428 625 1093 1312 1381 844 418 209 1328 479 499 706 635 982 631 841 1469
split_gain=11.3964 14.1456 16.3514 16.9205 19.8124 20.243 20.9491 18.283 19.4474 18.1869 17.6079 17.4836 17.0372 16.3794 18.9619 20.6812 24.4979 15.8737 16.7827 15.9018 16.1883 15.518 15.0239 14.8533 22.2284 20.0325 20.2749 22.9956 19.2119 17.5837
threshold=1.0000000180025095e-35 1.3025484894158337 1.0000000180025095e-35 0.76867805297078784 1.3216789599376626 0.25266294123860972 2.1614527775875199 1.1269010280366816 0.31519410177870827 0.71188872395471614 0.38769276638178235 0.71559759823706726 -0.67979330631105295 1.9782961749307446 0.37381742959938652 1.378631647510083 0.093752049400365842 -0.47705169293097444 0.64356468675016487 -0.10683422150034368 -0.38906026885566714 2.0658526681627092 0.21059245734766685 0.062744307857133821 0.652633945500806 -0.45204244479205108 2.7931427067886543 -0.33319908904876899 1.4606096942095685 0.17255606805766008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 23 13 4 5 7 -7 -4 -9 11 -8 -5 -6 14 15 16 -3 -16 19 -19 -21 -18 -12 24 -2 -25 -27 -28 -26 -30
right_child=1 2 3 9 12 6 10 8 -10 -11 22 -13 -14 -15 17 -17 21 18 -20 20 -22 -23 -24 25 28 26 27 -29 29 -31
leaf_value=0.00020904886712892442 -0.0042430404386130088 -0.0015081250282670637 0.0035336639567246017 -0.013224749134685769 0.091531565033384776 -0.021515787557885618 -0.0065171319910980428 0.1079947719909153 -0.014593018580700598 -0.050294733071264641 0.051327042437849107 0.02524658586923505 0.018264266736869646 0.043288971741675036 -0.029639691025997578 0.026746398444248993 0.028573539973397913 -0.009493225185076698 -0.035283945672020527 -0.028797116825859594 0.048721403276060039 -0.061625776443394009 -0.054996610439859012 -0.0078927195372014234 0.0021475687138845061 -0.0022118706381304945 -0.0082019920955098396 0.052704097837884316 -0.0016711744635454153 -0.023969641973210758
leaf_count=252841 19408 1684 3617 1116 46 1005 401 44 29 147 112 167 299 138 327 722 562 239 133 54 180 36 21 14956 33876 26509 187 212 1772 1091
internal_value=0 -0.0263174 0.0494292 -0.0181052 0.0379932 0.003928 -0.221591 0.0927732 1.2342 -0.242881 0.129915 -0.153946 0.57959 0.162328 0.13332 0.214821 0.108382 -0.168481 0.0597486 0.265462 0.681187 0.496565 0.765887 -0.0376512 -0.00963467 -0.0746409 -0.0356688 0.526783 0.0265968 -0.186814
internal_count=361931 109090 11079 7004 5574 5229 1539 3690 73 1430 534 1283 345 4075 3937 3004 2282 933 606 473 234 598 133 98011 56147 41864 26908 399 36739 2863
shrinkage=0.05


Tree=3947
num_leaves=31
num_cat=0
split_feature=612 697 894 636 1292 142 695 1046 1040 1090 1322 216 777 1035 582 975 632 912 357 81 155 287 1182 1311 912 425 533 1257 497 706
split_gain=11.1969 13.5924 17.0191 22.5188 16.9397 17.2985 17.3126 17.7691 16.6924 16.5291 17.8376 16.5735 20.4407 18.0574 17.9821 16.4321 16.4311 17.1417 16.3166 21.8128 16.2672 16.196 15.6459 21.8959 15.4562 15.4495 15.2712 15.0813 15.3279 14.9175
threshold=1.0000000180025095e-35 1.6146804744781753 -0.39311499224380125 2.0820671989574602 3.3446704468671888 2.5600680055409772 0.23696284685007407 -1.9807640380018425 -0.5364461412311653 1.0111579468260208 0.96354463039912652 -0.13542936937763847 1.9791253606984889 -0.46883267568929504 0.55744534610710572 0.10698452567400309 -1.6681168575473022 -0.90837737039472899 0.38203704907236535 0.012175720017321146 -1.6872607563781215 1.0594293948799902 -0.8112296191659788 -1.253233093891754 -0.50759500002145785 0.2781501415130016 1.0000000180025095e-35 -0.35780680805276449 -0.33419395566900328 1.3564969928234014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 20 5 6 7 29 -9 10 11 14 13 -13 18 22 -15 -18 -8 -20 -3 -17 23 -7 -5 -24 -21 -19 -29 -4
right_child=-2 2 4 24 -6 15 9 8 -10 -11 -12 12 -14 16 -16 21 17 27 19 26 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00022918655077261023 -0.0021851715006974731 0.047426698579841643 0.016335891493939023 0.079499390183711216 -0.055987937891474729 -0.03550678353921459 0.024396158632062993 -0.016734747882990744 -0.0056534553809667832 -0.023635991739338707 -0.020882994922360613 -0.0089933809177962769 0.10431691174152302 0.18621217900630083 -0.033572947467476813 -0.023178376332379701 -0.038387231995399354 -0.0078983631591283167 -0.06777584539674146 -0.037110802759280317 -0.00011033713789729028 0.11254660124265717 0.039137067067962668 0.13043002076973878 0.004503282825657106 -0.064845424866630114 0.043199326105036621 0.014190264409783382 0.062766161308355786 0.1223947965009187
leaf_count=295633 45494 119 107 74 93 21 355 3126 6569 296 268 227 53 23 166 192 84 117 76 58 8041 20 113 43 76 36 64 155 210 22
internal_value=0 0.000870244 -0.0622328 0.0353219 -0.116349 -0.108207 -0.124144 -0.169103 -0.18103 0.0687281 0.149613 0.245374 0.482284 0.39377 -0.00363647 0.419504 0.624487 0.57001 0.192947 -0.329768 0.01329 -0.199739 0.859588 1.83859 0.923924 0.406181 0.227284 0.704013 0.90531 0.751074
internal_count=361931 316437 20804 8310 12494 12401 11976 9824 9695 2152 1856 1588 869 816 719 425 589 566 553 198 8160 212 213 64 150 149 122 482 365 129
shrinkage=0.05


Tree=3948
num_leaves=31
num_cat=0
split_feature=1426 1223 1160 909 49 983 1186 145 1449 481 1145 150 570 4 696 1190 838 565 1425 77 1390 1113 489 6 1115 846 696 1258 1460 1466
split_gain=11.0188 16.8345 22.3356 21.95 19.6642 19.9465 19.3307 18.046 16.2462 18.8272 25.88 18.0951 25.4206 22.0489 23.1649 21.2071 20.065 17.7379 17.4739 17.3718 18.304 21.0243 16.7279 16.5886 16.4175 17.0785 16.2137 16.0823 16.0457 19.8708
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.95744547251700818 1.0000000180025095e-35 1.0608287114132577 -0.81585659069827055 3.0006922149492268 0.43239001757989953 1.2867384597339566 3.4032910370044696 0.51426702774425703 2.7181961878218623 0.37101156178769457 0.8633635238473657 -0.56691717456319879 0.34964796220977151 1.1784201714673996 2.0058653102086748 0.21685508897935504 -0.45775633548180772 -0.40033913397280058 -0.92922520986768464 1.7949475748097918 1.6762518610799944 -0.33285990754967254 -1.7957511053296018 2.4834383222671481 0.3667834300241784 1.1170366437019192
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 27 -4 -7 9 17 -11 13 16 14 15 18 24 -5 22 20 -17 -22 -10 -24 25 -13 -3 -6 29 -8
right_child=1 26 4 8 5 7 28 -9 11 10 -12 12 -14 -15 -16 19 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0003049954185021519 -0.016459392981319224 0.027381706892343607 -0.005585769402033129 -0.0096717433812149381 -0.003213848903415124 -0.017747203203489818 0.0074924894592777432 0.063621784313977012 0.081086766324066459 0.0043086575528580853 0.11618480697395345 -0.02322999390738056 0.13393432807336644 -0.019157100922160882 -0.024661316343131026 -0.013571747849649776 0.034256926619696308 0.0044509316422688683 0.099494596075453468 -0.02177783826168141 0.056617012822475811 0.0040439442137946728 0.009547347325903302 0.11443744033156385 0.060994016892500127 0.012897696405926681 -2.1439264026025919e-05 0.025723315267848351 -0.0037494841807324849 -0.0077407123791701426
leaf_count=226490 5680 329 4544 16754 11872 2347 9792 36 73 1469 27 411 36 1463 491 359 461 1951 36 451 218 425 520 22 57 439 70758 305 2923 1192
internal_value=0 -0.0215563 -0.0544523 -0.117519 -0.0154503 -0.0877675 0.0330133 -0.319412 -0.0876326 -0.128235 0.134662 0.0439665 0.28699 -0.0598936 0.0759141 0.190998 0.237473 -0.159055 0.557999 -0.00542646 0.205336 0.503855 0.439012 0.289646 0.024336 -0.0720543 0.00190466 -0.0495195 0.0727718 0.113976
internal_count=361931 135441 64354 31343 33011 14560 18451 2383 25663 20201 1496 5462 1404 4058 2595 2104 1368 18705 651 1453 1002 643 615 542 907 850 71087 12177 13907 10984
shrinkage=0.05


Tree=3949
num_leaves=31
num_cat=0
split_feature=890 407 795 705 660 774 1377 1014 1303 62 507 1451 1182 1252 1470 284 1173 50 221 288 900 755 735 958 1347 816 606 917 773 1383
split_gain=22.1545 28.7296 23.4378 32.3583 25.6069 20.5888 20.5561 19.2223 19.7472 20.7332 21.623 18.9933 18.9223 22.2874 18.8367 20.7184 20.2977 18.8297 22.0401 19.8363 19.2308 18.7584 18.6462 19.5386 22.5624 22.3398 26.6414 21.2167 21.1504 20.885
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 1.2284335450172812 -0.72421686037558375 1.3233950244699619 -1.0606629817441902 1.0000000180025095e-35 1.7160994611581364 -0.97978507835213413 0.65809631222906606 0.75140231727557782 0.26699677995802079 2.8538447062783869 -0.70412577816383015 0.013311271804898181 -0.22650301438394035 0.55630078546380823 1.7218575250681734 1.0977970934537717 1.3962092561003139 1.0000000180025095e-35 2.2560756724538602 1.313041538630376 0.67705179624153933 0.34754775078765171 0.44224916350105375 4.3127385003387806 -0.83074260431828117 -0.48440439011213404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 11 3 4 14 -5 12 8 21 10 -10 -2 13 -6 16 -16 -3 18 -8 -20 -19 -1 23 25 -25 27 -27 -4 -26 -30
right_child=1 2 22 5 6 -7 17 -9 9 -11 -12 -13 -14 -15 15 -17 -18 20 19 -21 -22 -23 -24 24 28 26 -28 -29 29 -31
leaf_value=2.1958067987997894e-05 -9.8403498237122173e-05 -0.00014692883360575522 -6.4200015156101528e-05 0.00015192471473978795 -5.0154285568061563e-05 -0.00033274408465516298 -2.8537907238342253e-05 -0.0001094096150511715 -0.00014383759061357558 -0.00034369733067826061 0.00042568064606847964 5.5476286040910659e-05 -0.00022461596876398727 0.00080700111015361237 3.6068283710746046e-05 0.00018151234963521715 7.6735100156871406e-05 5.204919165803632e-05 0.00026007818071608902 -0.00025751837424455173 0.00032981359363547154 -6.4870854518645507e-05 0.0001031328051708656 2.2985286777692774e-05 -0.00092839660735121268 -3.2454410690191596e-05 7.5753173149383372e-05 0.00098910232392126281 0.00067984381640085725 0.00015694060144067097
leaf_count=31757 31623 3361 59547 11451 9445 455 39720 26953 2405 2821 516 5215 4650 164 9426 8608 4273 10813 1977 383 1180 32025 5054 7592 80 34061 14878 88 538 872
internal_value=0 -0.00527838 0.00297918 0.0274258 0.0133715 0.136898 -0.010173 -0.0499422 -0.0280037 -0.185042 -0.0166707 -0.0737322 -0.0932272 -0.0360109 0.0717227 0.110281 -0.0194454 0.00846389 -0.015394 0.18135 0.08123 -0.0160065 -0.0181596 -0.0243743 0.0767064 -0.0327219 0.000983122 -0.063709 0.316521 0.368667
internal_count=361931 265454 228616 105906 94000 11906 68332 96477 69524 5742 2921 36838 14259 9609 25668 18034 7634 54073 42080 2360 11993 63782 122710 117656 9082 108574 48939 59635 1490 1410
shrinkage=0.000980392


Tree=3950
num_leaves=31
num_cat=0
split_feature=388 1230 1230 21 547 1449 1107 16 416 1238 1129 1010 776 897 638 148 544 1284 83 606 1262 1319 286 268 917 1452 1452 50 1469 1096
split_gain=10.9616 15.1348 15.3125 16.0243 20.6964 22.7064 18.4479 17.6844 15.0392 14.8846 14.8297 14.4495 14.7867 15.9111 15.8395 16.1543 14.436 15.6575 15.7674 17.2137 14.2578 14.0854 14.3608 16.999 14.0752 15.8769 24.0314 21.4284 19.2274 16.2009
threshold=1.0000000180025095e-35 2.3457019632811744 0.38564141960353587 1.189441983669046 1.0000000180025095e-35 -0.48085314393774437 1.1011455466434263 -0.3557924631574787 0.7477338460223758 1.0435199221399598 1.0000000180025095e-35 1.9615424434015647 -1.5301981627000536 -0.73784966907125848 3.1921494166529336 0.22675416872248649 1.3187279471247144 -0.47235373772033101 0.13155224384222255 0.44224916350105375 -0.75850891163522804 -0.38256355704830186 -0.97417281778607456 1.0000000180025095e-35 -0.87522069518863144 2.2210231518875871 1.7868890000724666 1.4829784501753427 -0.45296448510921328 3.988598673455233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 24 11 5 6 9 10 20 -5 -6 12 13 -4 -14 -16 17 18 -7 -20 -3 -13 -23 -24 -2 26 29 28 -28 -26
right_child=1 8 3 4 7 16 -8 -9 -10 -11 -12 21 14 -15 15 -17 -18 -19 19 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0001184894404306866 0.00267408072690119 -0.04733309197250038 -0.010709837762289714 -0.044635762093317467 0.085859737740629327 -0.041816875719772571 0.017345332227515237 -0.0079417337405133948 -0.045914382223047993 0.0092346813490009252 0.0085101651244966683 0.04814049207040997 0.0017861120482761308 0.060368792962593509 -0.00028892014987078469 0.16737906719833442 0.077419975202547647 0.0075320680393017279 -0.027883758161753952 0.056967990278859737 -0.0031710601124244858 -0.060760572275291282 0.031097728721490178 -0.028833781613910248 -0.0035763166288950809 -0.015843917911436071 0.025147335413668329 0.0866305694739158 -0.019311875041722337 0.03827433946284392
leaf_count=289955 7591 127 99 531 65 237 91 140 211 87 57 145 13497 150 20 20 23 554 68 44 823 33 222 83 44391 1703 465 45 305 149
internal_value=0 -0.0331879 -0.027938 0.0371023 -0.16013 -0.257513 -0.584913 0.435466 -0.312238 -0.742927 1.02888 0.0675595 0.0504116 0.701426 0.0401199 1.69797 -0.0313733 -0.0817498 -0.465026 0.174939 -0.182162 0.432225 0.176422 0.323799 -0.0511551 -0.0691556 -0.0591036 0.367968 0.246228 -0.068287
internal_count=361931 71976 70815 16166 1897 1635 709 262 1161 618 122 14269 13786 249 13537 40 926 903 349 112 950 483 338 305 54649 47058 45355 815 770 44540
shrinkage=0.05


Tree=3951
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 727 791 746 382 762 1256 507 590 689 858 789 924 395 579 760 813 766 1443 830 86 1317 1287 552 635
split_gain=23.7236 18.9261 24.7568 29.7061 29.2736 46.4437 24.2562 23.5625 30.4788 23.1159 22.9876 22.2055 22.0693 21.574 22.057 21.4603 21.3687 20.3831 20.2858 19.8663 21.1016 19.7961 19.6525 19.5285 22.3468 21.4976 21.6887 19.9368 19.6245 19.4981
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 0.21147417596499959 -1.3494139952004127 0.65809631222906606 0.58895901036483078 0.86385367930994306 1.0825608069246189 1.1248358748350926 1.8999064755685127 0.66415532897360485 1.0000000180025095e-35 -0.49884748463030409 2.1641256470006294 -0.45228654518479167 1.593744732512876 0.90765045146119727 1.4051290313271714 1.4042709669772029 -0.49798711729611411 -0.094909295250136097 -0.22650867662623761
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 7 23 -3 21 10 16 18 -10 -2 14 19 -7 -8 -5 29 -14 -21 -4 -17 24 25 26 28 -26 -6 -9
right_child=1 6 3 17 5 15 9 8 11 -11 -12 -13 13 -15 -16 22 -18 -19 -20 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=4.5754975389698293e-05 -5.0186798991807432e-06 -4.399718104862041e-05 -5.8275415531507945e-05 -8.5435604048083482e-05 8.1493465760197961e-05 0.0002794834629533546 0.00024080697273395774 -0.00017124996989963527 -0.00044653682280187186 5.4065381638239084e-06 7.9239976819693618e-05 0.00015958603086575835 0.00011508407225120792 -0.00014503768260963265 -0.00010441915154039967 0.00011062718290459214 -6.2491280351214786e-05 7.1734771662838474e-05 6.142735318826884e-05 8.0094612437766973e-05 0.000503138560520169 9.8763771972896201e-05 -0.00073093947944348231 -0.0001527505135961586 -0.00029022330620739428 -0.000375088392364255 0.00034697769323732415 0.00021442967075547043 -0.0001260246097944389 -2.1627375107159525e-05
leaf_count=29559 48652 9447 94773 79939 4446 4493 5244 11548 380 5700 9039 6711 5465 1387 1527 375 1127 5325 5480 787 1365 3837 191 3931 460 906 809 3676 4424 10928
internal_value=0 -0.0194 -0.0246935 -0.0357264 -0.0186521 0.0539549 0.0412659 -0.0320292 0.0140256 0.1008 -0.0175492 0.138847 0.0167031 0.105365 0.143169 0.234856 0.187539 -0.0763775 -0.0554093 0.188233 0.357089 -0.0521318 -0.157403 -0.0007978 0.0342022 -0.0221764 0.00662001 0.169183 -0.0259384 -0.093961
internal_count=361931 332372 310854 251671 166407 23711 21518 142696 44086 12071 36995 7091 59183 10531 9144 5059 6371 85264 27956 7617 2152 98610 566 18652 14721 10585 9679 4136 8870 22476
shrinkage=0.000980392


Tree=3952
num_leaves=31
num_cat=0
split_feature=785 120 941 324 134 4 898 1046 0 237 311 272 564 636 904 741 917 690 1325 207 1470 631 1383 1450 428 1393 1219 1024 1124 1310
split_gain=21.6014 17.1763 22.9317 21.7475 22.7893 21.5764 18.4899 18.4061 20.4208 19.1163 21.833 19.1595 17.9165 17.8331 17.8318 19.2484 17.6365 25.9443 22.2419 25.5898 21.3863 19.6995 19.4512 19.4192 19.3589 19.1437 18.8537 18.0708 20.583 20.4079
threshold=-0.86283290253235112 1.0000000180025095e-35 3.0707296396180284 1.0000000180025095e-35 0.47914954037548679 -0.8676074162080899 0.26241459791355015 -1.56246364468913 1.7677642661212409 1.0402268595720192 1.0827264313504985 1.0000000180025095e-35 0.47538718076165826 2.3420117687117474 2.6314202774530817 1.1074222290854283 -0.46001620015450567 1.316856689929671 -0.085400385763450437 -0.056979058706651924 0.48642614943585799 -1.4762404378737319 1.3338436145574464 -0.27666379910490574 -0.045726638210951749 1.3723638947624912 2.9174730118466901 1.3727948663943095 0.074267192159519282 0.39644257689055057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 7 5 -5 -4 8 -3 12 13 -12 -9 -11 -7 -16 -2 18 -18 20 25 -21 -19 -24 -25 -20 27 29 -29 -23
right_child=1 2 6 4 -6 14 -8 9 -10 10 11 -13 -14 -15 15 -17 17 22 19 21 -22 26 23 24 -26 -27 -28 28 -30 -31
leaf_value=4.3934459729030374e-05 1.9794492349192341e-05 -0.00021729535278918263 0.00039206288920266787 -0.00022659539301599167 -0.00018881965640521521 -2.8090110072701527e-05 -0.00027633990837240671 -1.0056713753703896e-05 0.00043015987814297706 9.9088902307408394e-05 -0.000284011673649996 0.00073265525632570624 -9.6505744354425833e-05 0.00087850482710741078 0.00025831074917720783 0.0018902924528798612 -4.6287613004846637e-05 -0.00017608045051325984 2.3863477890924646e-05 -0.00053296469832457864 -0.00013598193451053463 0.0001416047929839207 0.0005121177389731821 -0.00054145832228179281 0.00037488422063391936 -0.00024748476028736742 -0.00058775554654637698 -0.00027850332394649808 0.00016956545248881708 8.5950521799680862e-06
leaf_count=29559 79712 5738 885 3516 13556 18011 257 58469 413 8373 1141 104 17407 118 194 60 58570 8840 19792 342 7725 15454 422 288 186 1469 274 1541 949 8566
internal_value=0 -0.0182777 -0.0415461 -0.0452131 -0.0999983 -0.0539499 0.261789 -0.0257256 -0.177815 -0.0176712 0.074517 -0.206638 -0.0322028 0.114482 -0.0198337 0.655757 -0.00574038 -0.0235161 -0.0139583 0.0178593 -0.0306655 0.0669499 -0.143092 0.173994 -0.147322 0.00597676 0.0729917 0.0782936 -0.118887 0.0957618
internal_count=361931 332372 128242 127100 35337 21781 1142 91763 6151 85612 9736 1245 75876 8491 18265 254 204130 124418 114682 56112 28986 27126 9736 896 474 21261 26784 26510 2490 24020
shrinkage=0.000980392


Tree=3953
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 930 1097 912 592 728 566 382 791 746 1324 1256 762 858 853 921 1181 399 566 207 395 910 695 813 766
split_gain=31.9547 22.5008 31.4319 31.0392 29.549 46.9912 25.5066 26.8047 25.6932 24.8653 24.7038 29.9607 33.0503 24.2452 31.9268 23.7468 22.4886 22.4469 20.7643 20.7395 23.0758 24.3912 20.1949 20.181 20.1436 20.1245 19.8926 21.5392 19.8285 19.7066
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 -0.49008176997875957 1.7115451368606267 1.0000000180025095e-35 1.0000000180025095e-35 0.66766320980544069 2.0883641899847656 -1.3494139952004127 0.21147417596499959 1.0825608069246189 0.91359539958596292 1.0000000180025095e-35 -0.48776691979305381 2.1487506720385596 2.1059719136688364 -0.27960215840261687 0.66415532897360485 1.595931724233711 1.0566345176742331 2.1641256470006294 -0.45228654518479167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 13 -6 7 8 -2 -10 -3 12 19 28 17 22 -16 25 -7 20 21 -12 26 -5 -14 -15 27 -8 -4 -20
right_child=1 10 3 23 5 18 15 -9 9 -11 11 -13 24 14 16 -17 -18 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.594496302515843e-05 4.9759740963025856e-05 -0.00011080225759281641 -6.0099755742754715e-05 -8.6393683453306466e-05 -2.2847747920914475e-06 0.00027839699399835859 -5.9585489162498321e-05 0.0001675995103462239 0.00032044006549630479 -0.0003558309785676829 -0.00024826880776209647 0.00032367538201415771 -0.00018695193264524582 -9.3087900651024285e-05 -0.00044785355020086003 0.00029603524362171747 0.00016164658977361505 7.6382339640324452e-05 0.00011695894655247368 0.00034814197521618363 0.00026202185010954898 9.6819377280622809e-05 -0.00047294720615794568 9.6144176947114018e-05 3.3703132032195492e-05 5.9765340468996672e-05 0.00014844924678722752 0.000180795998052229 9.6865733371737526e-05 -0.00072561612036161965
leaf_count=29559 15564 3824 94773 82198 18652 4493 26613 8719 314 1720 1368 1904 3049 22476 380 1045 6711 9039 375 1628 2153 3086 464 3066 4506 5480 3009 1735 3837 191
internal_value=0 -0.0194653 -0.0252329 -0.0376414 -0.0201985 0.0527225 0.0214401 0.0746757 0.0193157 -0.236622 0.0466484 0.0793266 0.0489345 -0.0336218 0.0130664 -0.0205935 0.140792 -0.0192115 0.2346 0.142029 0.0887398 0.000273069 -0.0321521 -0.0791454 -0.0523398 -0.0565982 -0.024858 -0.0435073 -0.0539908 -0.151133
internal_count=361931 332372 310854 251671 166407 23711 59183 26317 17598 2034 21518 17694 15790 142696 44086 32866 7091 36995 5059 8235 6607 4454 31821 85264 7555 27956 31357 28348 98610 566
shrinkage=0.000980392


Tree=3954
num_leaves=31
num_cat=0
split_feature=785 705 771 1180 1328 1187 1415 703 1051 463 933 1299 1036 775 902 70 18 285 491 903 1452 140 625 1381 1028 630 1470 832 345 1110
split_gain=11.2488 12.419 13.1162 13.04 14.063 20.5966 17.378 14.0471 13.6931 13.5741 12.8958 12.7716 15.2755 14.893 15.0674 14.4277 18.0526 17.2012 16.0464 14.4279 13.7567 13.9963 15.1627 13.8174 14.238 13.6318 15.4026 17.2911 16.6078 16.1134
threshold=-0.86283290253235112 -0.0050352993931598944 1.396346131756885 0.33980485714421577 -0.10742723640337386 0.93423458115764901 -0.58787182608820265 1.3512187286409663 1.1748423227036966 1.0000000180025095e-35 -0.84536291525214391 -0.68151809372935046 2.0393114685253733 -1.4117420180181606 -0.019083454423357158 -0.1835327278417819 0.45763074277974219 -0.55754531478559255 0.85967391576432439 -0.81201414347455858 -0.033001473639527372 0.51153061737072603 -0.87239350783750103 -0.17443152626305963 -0.66275050977156291 -0.1380856514205572 0.360274951809401 0.11210199663739072 -0.72323755071075746 -1.2521635317175057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 -6 10 -5 -9 -8 12 13 -3 15 17 -17 -15 -19 -20 23 -22 -23 -16 -25 -13 29 -28 -29 -27
right_child=-2 11 3 4 6 -7 7 9 -10 -11 -12 25 -14 14 20 16 -18 18 19 -21 21 22 -24 24 -26 26 27 28 -30 -31
leaf_value=0.010062403415864682 -0.00039552414361347058 -0.05403721826745278 -0.0052767891322183912 0.010803594240391068 -0.02352679874765928 -0.035321089988660667 -0.039890491953159662 0.075575987020266799 0.046161575561267425 -0.014525738792104774 0.0044031798446682539 0.0019059824561688768 -0.038048071060292975 0.014977191883542207 0.0097111868139475293 0.022311447513052765 -0.014805078152521868 -0.0046660917784852301 -0.11452417784865512 -0.027677851425368324 -0.030862084375949197 -0.084263924475254978 0.01702103774805111 -0.061086222499615588 -0.0066953362037783272 -0.027698144173758626 0.0078053288338272523 -0.052313782634222587 -0.0055973678818550011 0.013652082215637068
leaf_count=1114 332372 70 6366 1221 476 119 116 50 141 31 682 7937 135 471 692 830 205 594 29 110 476 23 150 70 371 136 1703 121 646 4474
internal_value=0 0.0378205 -0.0234111 -0.0508906 0.0751658 0.219695 -0.0948038 0.0810022 0.291579 0.901901 -0.0144767 0.0720519 -0.034858 -0.010495 0.00616063 0.12511 0.310963 -0.0421506 -0.248228 -0.928027 -0.147813 -0.408973 0.111644 -0.000901308 -0.3095 0.103486 0.174495 0.0318148 -0.250884 0.251183
internal_count=361931 29559 10316 9202 2836 1481 1355 879 1362 81 798 19243 4226 4091 4021 2239 1035 1204 733 139 1782 649 173 1133 441 15017 7080 2470 767 4610
shrinkage=0.05


Tree=3955
num_leaves=31
num_cat=0
split_feature=50 56 651 1470 684 633 967 1248 1049 759 155 903 690 899 1116 974 1037 1324 284 1391 896 69 410 1311 636 910 1323 418 486 284
split_gain=11.0807 20.6559 15.8753 15.8704 15.6139 18.8481 18.9506 16.6155 15.238 14.9655 19.6891 18.108 17.5757 18.5721 18.9891 17.0361 16.9947 18.4708 16.7006 16.1699 18.3282 19.2895 17.3207 18.6442 15.8844 18.9387 17.2289 16.0143 22.4715 23.7605
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 -1.2008461188180046 -0.58965889020528339 0.48251709202798981 -0.90572075469593571 2.9847129985157319 1.7619212966369413 2.2653759858939648 0.66110120033757236 -0.93114363741905148 1.0545707178666064 -0.04892583433109822 0.91907943906630829 0.58456919313567623 -0.50309678605976738 0.70036819076278212 1.2975518991191315 -1.0330304361381921 0.68324714327999969 -0.83644256699910513 -0.68870711829782627 -0.85655933004528351 0.19628750201271983 2.125560304905191 -0.38662211275337827 1.8295561253612593 -0.089163852373886451 -0.67190436491645433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -6 -4 12 11 -11 -5 15 24 19 -17 -18 -16 20 22 -22 23 -14 25 27 -27 28 -15 -30
right_child=-2 -3 8 9 7 6 -8 -9 -10 10 -12 -13 13 14 18 16 17 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.011399140977994202 0.00036560144456804293 6.5022491185670142e-05 0.0041183354837260946 -0.0040385772045627268 0.005852034361956417 0.043688606326880375 0.0012871684753364906 0.072541449270955169 -0.021347085441638797 0.056635900045081844 -0.021379221778114136 0.010036732961547378 0.11106543540210248 -0.015639661740500476 -0.028986210771148681 -0.039693696330358859 0.028097818901421268 -0.033115973303891141 0.087301879489127335 -0.027280184624377292 0.22152150702774509 0.034018680613544093 -0.039408097868226979 -0.017713511423275999 -0.0097768530021991561 -0.00029304464034654609 0.1956634699625934 0.086709141262413192 0.088150261507607602 0.012791199036423695
leaf_count=2397 197382 90457 6012 50426 3881 140 1194 43 375 244 490 1008 39 611 655 227 404 126 20 3547 20 103 385 67 1054 22 22 71 98 411
internal_value=0 -0.0194438 -0.0577541 -0.073316 0.0289912 -0.0851589 0.128473 0.13627 0.0539793 -0.0926729 0.206353 0.396531 -0.1001 -0.23839 -0.0684059 -0.373889 0.0245555 0.264343 -0.489173 -0.469184 0.115192 1.33275 -0.244293 0.7408 0.0577755 0.28568 2.27912 0.220085 0.144656 0.512435
internal_count=361931 164549 74092 67705 7655 3731 1334 3924 6387 60050 1742 1252 58308 7882 2964 4918 757 530 675 4161 614 123 491 106 2289 1235 44 1191 1120 509
shrinkage=0.05


Tree=3956
num_leaves=31
num_cat=0
split_feature=1461 1458 844 563 461 1458 839 705 1470 1038 484 398 1212 974 559 510 1458 1120 1470 1451 636 552 1179 414 209 842 697 982 1181 428
split_gain=10.9964 20.1351 19.2358 19.0897 17.9012 17.2161 18.2515 16.2514 16.2271 15.1834 17.1394 15.1803 14.7006 14.465 13.8124 13.7495 14.742 15.5073 14.8675 13.4747 17.3611 14.4033 13.3582 16.1481 14.0209 14.6707 13.3393 14.0023 13.2981 13.1621
threshold=3.9993613276323443 0.036661978097680334 0.93085542958294554 1.0502520572780558 1.4586326671195671 1.2266917252276917 -0.27930149032055279 0.83440877527505686 2.2722540408353908 2.065104477196527 -0.65179703037694015 1.0000000180025095e-35 -0.72824034023836837 0.4804667629339599 -1.1549380085223395 1.8807458211785479 -0.28493683055346192 1.1853256564444117 -0.97613929804587818 2.0946814787157892 0.5554836347640989 0.17960688765782953 -0.082389055422128946 0.7668130349195007 -0.62718185621866851 -0.35759206739744848 -0.098647291918230282 -0.30505885258358523 0.17932603931127675 -0.99270919937965674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 12 5 6 -3 14 9 11 -11 15 13 -4 -7 16 -2 18 -18 20 -16 -21 24 -24 25 -13 27 -6 -5 -8
right_child=1 4 3 28 26 7 29 -9 -10 10 -12 22 -14 -15 19 -17 17 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00024721415198373679 -0.0052641234360535369 -0.033752333985611858 -0.034563123158926297 -0.025522673574149887 0.031910000266406398 0.038119013170246435 -0.041582614953415392 0.034758399477882299 -0.080254890236241758 -0.018340762464508307 0.082094931496492884 0.025573577063931503 -0.040914524881859232 0.064250099781808109 -0.034415409952837143 0.044965714267027418 -0.020379387882009936 -0.043971741480849209 0.042266357686044816 0.030081408502432995 0.020988934710354273 -0.022406174174070686 0.05648349709509614 -0.016325917796226812 0.024546523797307228 -0.076220818129793144 0.052728868073725947 -0.050135012229333115 0.082733354943088977 0.0011191582524517113
leaf_count=357498 668 465 42 22 54 80 109 166 20 24 64 36 228 31 269 92 66 45 223 154 77 94 213 41 281 42 105 46 29 647
internal_value=0 0.103331 0.248942 -0.247843 -0.0419095 -0.105365 -0.284397 0.118013 0.330384 0.35091 1.14393 0.303539 -0.501381 0.347542 -0.0290062 0.15101 0.0746745 0.449729 0.614468 -0.143349 -0.417292 0.225454 0.564481 0.916716 0.29494 -0.602598 0.549952 -0.0227841 0.876536 -0.0888839
internal_count=361931 4433 2167 352 2266 2061 1221 840 1815 1795 88 1707 301 73 674 1094 1002 334 289 594 346 248 613 254 359 78 205 100 51 756
shrinkage=0.05


Tree=3957
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 1443 791 746 728 566 382 762 507 1256 1317 207 689 590 579 120 858 760 813 924 1252 978 633 234 853
split_gain=26.7446 17.8388 24.0683 29.4364 25.9603 42.8025 24.4354 23.3632 29.6011 23.3454 26.9177 29.9254 22.2125 22.114 21.9941 20.8387 20.349 20.2165 21.2049 22.4523 21.0586 20.0781 19.9334 19.7003 19.5506 19.9754 21.6372 20.7761 19.5701 19.376
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.593744732512876 1.0000000180025095e-35 0.66766320980544069 -0.49008176997875957 1.7115451368606267 1.0000000180025095e-35 0.21147417596499959 0.65809631222906606 -1.3494139952004127 1.3531462534988981 -0.27960215840261687 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 1.0825608069246189 -0.35315847874617967 2.1641256470006294 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 0.91359539958596292
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 7 6 15 23 12 -3 11 29 -9 -2 -10 -6 -13 18 19 -15 -20 -7 -21 -4 -5 26 27 -26 -29 -11
right_child=1 9 3 24 5 21 -8 8 14 10 -12 16 -14 17 -16 -17 -18 -19 20 22 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=4.9977722717995482e-05 -5.250296247510948e-06 -0.00011324361039373421 -5.6993287487873996e-05 -8.4559351975071323e-05 1.6382119924312387e-05 0.00030038245826993304 -0.00016117720582036122 -5.2269417200824747e-05 -0.00044488409644125488 7.8429674182230974e-05 0.00030401128719464163 -0.00018895785738779275 7.9077776340288837e-05 0.00010589600419862234 0.00015876358852553681 0.00029398589348293166 3.2956653784320715e-05 -0.00013691648452852361 4.1659328521547899e-05 0.00014230053028461441 -0.00060167703863773527 -0.00017209838708877282 0.00053417234769004859 9.9751642706969379e-05 -0.00034287959228738752 0.0008348829237347108 -0.0013346180284980642 -0.00038064975756003688 0.00017353391274990807 0.00033133036294410626
leaf_count=29559 48652 3824 94773 79939 14090 3657 4097 27956 380 6607 1904 3049 9039 5619 6711 1401 4506 1511 849 1023 350 466 1179 3837 897 171 73 505 3679 1628
internal_value=0 -0.019185 -0.024326 -0.0352131 -0.0182052 0.0502128 0.00486587 -0.0308086 0.0150743 0.0397453 0.0715722 0.0427892 -0.0160655 0.0164936 0.138123 0.0426267 -0.0536123 0.105252 0.141898 0.182187 -0.126718 0.251762 0.359848 -0.0508377 -0.0756939 0.0707197 0.0406478 0.0594894 0.122302 0.131516
internal_count=361931 332372 310854 251671 166407 23711 19588 142696 44086 21518 17694 15790 36995 59183 7091 15491 7555 10531 9020 7821 1199 4123 2202 98610 85264 5325 5154 5081 4184 8235
shrinkage=0.000980392


Tree=3958
num_leaves=31
num_cat=0
split_feature=1290 1470 281 1217 623 1470 1122 1188 28 625 142 566 217 705 212 764 705 1249 365 294 6 89 908 905 210 764 1323 705 636 0
split_gain=11.0506 17.0902 22.5538 16.8958 16.8424 16.4966 16.5286 17.4051 17.2951 17.069 18.7987 18.2304 16.0739 16.0459 15.9357 15.5938 15.9697 15.8108 15.3545 14.8891 14.8118 14.6916 17.9754 16.1858 14.6848 16.8623 14.4885 15.2847 18.1784 16.1088
threshold=1.8124611990991408 -1.0470993467107601 -1.1563637504212994 1.0000000180025095e-35 0.54008223901162677 -0.84210365056776759 -0.12417636102246175 0.11426748562872745 0.88286420393433984 0.96707353454688716 -0.61067102928889028 -0.79733446407406672 1.2725800528153044 0.20482571927389429 0.69714446827078558 -1.1645922448842949 -0.16350178287644565 -1.2597117492394727 0.28805934023711149 1.3184569424048107 0.026231089164853724 -0.43754283085459317 0.72236069643779932 0.051635188999364236 0.86605273022020668 0.080798981144325252 2.5441393644178341 1.2412821788132231 -1.1932343799465619 0.23459589820363699
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 26 12 -5 8 15 9 -7 11 -11 -4 -12 24 -8 17 -17 21 -2 -10 23 -23 -18 25 -9 27 -3 -29 -30
right_child=1 3 4 5 -6 6 7 14 20 10 13 -13 -14 -15 -16 16 18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.6520248031897329e-05 0.047940036973202156 -0.0091032709592231576 -0.0073983423205302157 -0.016059216120877944 0.018699685151695383 -0.0043456440006101448 -0.028381759652114209 -0.0025421093859078958 0.029030946741073302 -0.049292320366320926 -0.021141223453863586 0.063804366909914645 0.029976984007315157 0.031667228011242395 0.027772385550677205 0.10912486337589347 -0.038935161438475724 0.030010325535629118 -0.019485312155327835 -0.067199238380450652 -0.042153592739798733 0.047337059035073514 -0.01024944990005055 0.024243379201906754 0.020598692500260911 -0.042020446057900507 -0.037779312129598397 -0.04387021921070506 0.002058702198500803 0.03832686011448265
leaf_count=341281 245 8999 1594 890 566 3094 149 432 54 37 263 148 169 150 185 42 121 657 255 29 311 269 109 122 170 297 272 129 662 230
internal_value=0 -0.0603433 0.114448 -0.0906076 0.0454166 -0.00437723 0.0374473 0.185422 -0.0641151 -0.015516 0.383706 0.992828 -0.0729137 0.0440028 -0.0593404 0.344283 0.407279 0.698957 0.191643 0.799646 -0.609781 0.37257 0.648446 -0.105768 -0.206467 -0.373497 -0.161757 -0.145587 0.139667 0.246986
internal_count=361931 20650 2603 18047 2329 7755 6865 2808 4057 3692 598 185 1763 413 1084 1724 1575 699 876 274 365 621 378 243 899 729 10292 10020 1021 892
shrinkage=0.05


Tree=3959
num_leaves=31
num_cat=0
split_feature=51 325 533 1146 639 140 6 734 1450 1454 1317 13 219 1115 1248 884 1146 1380 346 112 636 1450 452 1450 1317 219 1237 801 1466 1259
split_gain=11.0678 17.1841 23.1196 18.9006 22.3049 22.4857 19.0756 18.2586 17.5453 17.0136 16.4321 16.4115 21.6066 20.3391 19.3264 16.762 16.7012 16.6588 16.5785 17.3741 16.3894 21.3144 16.1981 16.0648 18.5653 17.3396 17.7183 18.8752 17.3327 17.5458
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4355254717878594 -0.770175977862254 -0.45490521012052199 -1.3121503586780792 3.0820683777490774 0.91508428404236719 -0.051110432140844611 -0.62498689108474081 -0.45010162745641996 2.9802058735062937 0.68059012295683285 0.047755874473432547 1.6560630477055389 1.4355254717878594 -1.4845938377579622 0.74020284259980074 1.0000000180025095e-35 -0.21489754468951669 -0.3278807016401048 1.0000000180025095e-35 3.949999276563736 -0.33396929128515979 -0.84400054747868014 1.4298092310842805 1.4302281316754546 0.37063072028450655 -0.74751904036503269
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 8 -4 20 6 -6 23 11 -7 -10 13 14 -3 -13 17 -15 -16 19 -17 21 -5 -14 25 -25 28 27 -27 -2 -30
right_child=1 2 3 4 5 9 -8 -9 10 -11 -12 12 22 16 15 18 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00032185771021012193 -0.0063189768050574795 -0.0067436288826833351 -0.0016036923349626092 -0.072275860745583884 0.052365708807357129 0.0034357934873686944 -0.019841793140084912 0.016778219577554526 -0.012904558945784742 0.034377908721509913 0.0087719940843020896 -0.016114645006732712 0.088646173518591873 0.012361200970753015 -0.047421861830960949 -0.0053273798374267973 -0.035908808661357899 -0.0058173407093048829 0.073987846588502632 0.087685753090389881 0.054148872557514521 0.033599571254705578 -0.047200273766688804 0.042553978169204192 0.00055752801935949421 0.0017648967499480036 -0.0067885840974068693 -0.0058150251333810203 -0.0096405356509380695 0.0083807022320681601
leaf_count=223819 13655 8259 28526 47 59 657 628 733 1028 334 2266 7059 52 2117 242 181 186 4938 57 24 213 76 21 207 276 51333 5617 5379 1125 2817
internal_value=0 -0.0210893 -0.0563632 -0.0157486 0.202241 0.0873261 -0.267724 0.000605113 -0.12293 0.295971 0.0605661 -0.152437 -0.216088 -0.0600735 -0.225874 -0.103701 0.178682 -0.147463 0.425583 0.141016 0.726788 0.0348297 1.11987 -0.00331528 0.383295 -0.00633878 0.0110366 0.0219884 -0.0795193 0.0618437
internal_count=361931 138112 56970 30540 2014 1678 687 81142 26430 991 3294 23136 12574 10562 12501 5442 2303 5180 262 205 336 123 73 80409 483 79926 62329 56712 17597 3942
shrinkage=0.05


Tree=3960
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 660 21 126 906 852 930 1028 1324 912 1450 889 1162 50 941 813 484 138 924 1252 978 633 487 1004 635
split_gain=20.9064 18.7585 24.799 25.6539 23.6304 29.5799 27.3036 23.8913 22.8023 27.5663 22.3556 21.9418 26.8773 23.7326 22.5085 21.9273 21.1631 20.6367 20.3868 20.0615 20.1469 21.5768 19.9863 19.8986 20.1454 21.4799 20.6681 19.8896 22.7573 20.3738
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 0.70880289725806289 -0.12598777323505009 1.0000000180025095e-35 1.0000000180025095e-35 0.24965236237700447 2.0883641899847656 0.41325020809808216 -0.48019420566728716 3.9799828580384387 3.334899416639062 0.55630078546380823 1.9607587081991176 3.0233829522501328 -0.80856081684158221 -0.44390300095582519 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 0.055091597408409507 2.17808977339492 2.0610481147698709
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 18 11 6 10 -8 9 19 -6 12 14 -13 16 17 -2 -10 -4 20 -9 -22 -17 -7 25 26 -25 -12 29 -29
right_child=1 2 3 -5 5 23 7 8 15 -11 27 13 -14 -15 -16 22 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.2387608962243884e-05 4.2283631662831038e-05 -4.4563386290738248e-05 0.00013097796408066743 1.2931865876193779e-06 -1.43377605160553e-05 -8.4376461605615053e-05 0.00023227000387157463 -3.8777961864960081e-05 -5.6093423969564744e-05 -0.00010265968369433785 3.2825641122938184e-05 -3.3502300487978411e-05 0.00015002204894033717 0.00029395076914179313 -0.00024704318980299484 -6.9896317534760634e-05 -0.00083853833956903749 -0.0012427644611098763 0.00041863799023057909 0.00017130884477398959 -0.00077335025979558165 0.00046458942873655874 0.00010953022913189669 -0.00034085957805462988 0.0008376741984891593 -0.0013301285218855945 0.00012090063620347614 0.00015674224504019533 -0.00035176040047080924 0.00048452537600934142
leaf_count=29559 14624 9447 5115 5700 24706 79939 2028 47283 10265 44747 10924 31821 9647 1045 1846 4044 200 123 1256 2353 88 621 12306 897 171 73 4184 5557 412 950
internal_value=0 -0.0188064 0.0415557 0.101749 -0.0240772 -0.0348567 -0.017823 -0.0363459 -0.0403444 -0.0587802 0.0310683 0.0163499 0.0656647 -0.0226285 0.00461052 0.0170491 0.0341837 -0.0658785 0.193019 -0.0219861 -0.0332466 0.33967 0.0675159 -0.0754208 0.0722525 0.0419919 0.0607328 0.0901293 0.187299 0.218615
internal_count=361931 332372 21518 12071 310854 251671 166407 123858 121830 95092 42549 59183 26317 32866 16670 26738 14824 10388 6371 50345 47992 709 16350 85264 5325 5154 5081 17843 6919 6507
shrinkage=0.000980392


Tree=3961
num_leaves=31
num_cat=0
split_feature=519 727 1218 215 554 896 974 697 1382 1181 831 1322 1318 294 632 759 394 1314 690 1381 14 1311 765 1311 747 763 194 843 1049 844
split_gain=11.0178 24.9621 26.2629 20.6283 18.9009 18.8182 20.5197 18.9295 18.7671 17.2229 22.8938 16.8619 16.4958 16.7612 18.705 16.3858 16.0375 17.2107 15.6358 15.6018 17.3365 15.4764 15.3637 15.1524 15.0297 15.0208 14.9314 14.6437 15.0874 18.8523
threshold=2.1420547332082829 -0.682906484622256 1.0000000180025095e-35 1.0738963840741513 0.27298406492171939 0.73822046824604237 1.18749576805395 -0.064266132726329167 -0.47591285345923556 0.19215475006328311 -0.42176929943802927 0.62877384175517348 1.8144478066757597 0.32630489977015814 0.49626571970829603 -1.1968207039544014 2.5146411845251886 -0.68185952452116483 1.5416732374122979 0.1741562606582093 0.36539994410484816 0.83481352413341792 -0.62527233807111249 -0.59761951197883734 2.2668746584208797 -0.30976962957027449 6.2475672745453963 -0.24611013522585684 -0.35599766648946024 0.69144647722229491
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 5 4 11 6 7 12 -8 10 15 19 13 14 -3 -2 26 -18 -16 -4 -21 -6 -20 -14 -5 -7 27 -9 -29 -30
right_child=1 2 3 24 21 25 8 16 -10 -11 -12 -13 23 -15 18 -17 17 -19 22 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00035173466345940138 -0.035328025283003467 0.0025918760337407692 0.021509093801218654 0.025951847175543309 0.0016409739289991996 -0.017848653026256701 0.0067141209284496172 -0.012002423511543127 -0.019638305311142357 0.002924131851548265 -0.02075924274497553 -0.0037433439743934076 0.0064799928039108272 0.021360651627993131 0.019495628126880299 0.0067424877010531436 -0.043570553032243498 0.085975736105754971 0.024494184960502791 -0.010405207641739658 0.028785952520811238 -0.02916739663948183 -0.09311821858078935 -0.048023820808839997 -0.060679383018959622 0.00016848442637226236 -0.085957515980099264 0.01407043380922344 0.0038219697895993314 -0.01956338210563098
leaf_count=338398 152 3699 1610 919 1377 1064 504 1254 831 1533 1437 621 127 1047 1296 865 21 39 20 447 178 217 29 136 23 1216 24 895 1390 562
internal_value=0 0.0416535 0.0727677 0.197865 0.136502 0.0230023 0.0567434 0.0887246 -0.194671 -0.117409 -0.236069 0.239317 0.161643 0.183015 0.131518 0.0233145 -0.0259366 1.05686 0.344786 0.323832 0.0306708 -0.0501741 -0.812502 -0.396101 0.477865 -0.161798 -0.0427653 -0.0324878 0.0494195 -0.0558777
internal_count=361931 23533 19546 5392 4450 14154 11874 10539 1335 3987 2454 2856 6354 6091 5044 1017 4185 60 1345 2235 625 1594 49 263 942 2280 4125 4101 2847 1952
shrinkage=0.05


Tree=3962
num_leaves=31
num_cat=0
split_feature=785 728 784 921 726 1002 209 647 590 730 783 487 909 353 289 959 833 982 1459 82 912 570 1421 747 907 145 982 691 82 143
split_gain=26.2481 20.3216 20.5877 23.5298 22.031 18.8436 20.7965 18.7295 41.6669 18.6924 23.9152 21.712 21.6915 19.914 19.8639 19.6757 19.9356 22.5194 19.3877 18.9618 18.3043 17.8616 18.0499 17.9604 17.9637 18.1458 17.6445 18.6568 17.4829 17.4092
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 0.69854289147193727 0.23696906566319156 -0.87782724458594241 0.58895901036483078 -0.33215574005720661 1.1155635910225459 -0.5841843363838235 0.97145650515428605 -1.0945823271044892 -1.0154965812156627 1.145372801981061 1.491682615505342 0.072252143497767998 2.2026343062995877 1.2100047511739473 1.0000000180025095e-35 -0.4998781572545779 1.0107116206971127 0.34871943973277292 3.0421924527387119 -0.98357086087459589 0.37516378823913615 -0.25709740067490466 1.107433824845671 0.40764288614451222
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 26 -6 -7 8 -3 10 15 12 -11 -13 -14 16 19 -18 -17 -4 -15 22 23 24 28 -26 27 -5 -9 -28
right_child=1 7 3 4 5 6 -8 21 -10 11 -12 13 14 20 -16 18 17 -19 -20 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=4.6952410463212749e-05 -2.1165800233777858e-05 -5.1270006844772567e-05 0.00011390555951835942 -0.00023980282826561791 0.00023702617211988984 -0.00039708775664673709 0.00021557939661998423 -5.5077733158450677e-06 0.00037135019433006013 0.00015878073537140661 -6.8346642257461948e-05 -0.00036988904511231426 -0.00075371429862787259 0.00015304567296691633 0.00079800397456506649 -0.00041587988309706441 0.00084034351738601046 8.7712186230659613e-06 0.0012826576195827408 -0.0002381155115671216 -0.00011238550935032078 -8.9238740177422841e-05 -0.00022211656057728212 0.00014163217188098705 -0.00055242052358978836 0.0010587786989989197 -0.00094949892515881805 0.00033117289220310211 -0.00020251564339724223 0.00011808211974870191
leaf_count=29559 190291 4821 5865 564 5292 477 481 21561 1384 2705 17685 764 50 3121 339 605 313 262 25 851 1966 61493 2973 4074 60 189 224 447 3380 110
internal_value=0 -0.0216168 -0.010944 0.0326557 0.139518 0.191824 -0.0814926 -0.0538688 0.0721248 0.00736106 -0.023705 0.092844 0.233145 0.0103613 0.671799 0.0769799 0.10751 0.486272 -0.321042 0.0725105 0.0538391 -0.0639959 -0.0153557 0.00225429 -0.0259393 0.675165 -0.113281 0.0199492 -0.032793 -0.576937
internal_count=361931 332372 232437 42146 7595 6250 958 99935 6205 34551 25606 8945 3094 5851 389 7921 7291 575 630 6716 5087 93730 32237 29264 25190 249 1345 1011 24941 334
shrinkage=0.000980392


Tree=3963
num_leaves=31
num_cat=0
split_feature=785 1309 1088 62 61 21 1184 846 294 614 76 1045 476 734 907 158 1050 1181 12 1462 77 1041 421 771 196 346 623 767 830 972
split_gain=22.871 16.3355 21.3708 20.4525 20.2099 19.161 19.114 20.6982 19.0019 23.7904 25.4207 21.3538 19.0625 18.7469 20.546 22.6264 21.4839 19.9282 18.3149 18.2002 18.8684 18.1108 17.7369 17.2667 17.3443 17.1218 18.0271 17.1127 21.5103 18.93
threshold=-0.86283290253235112 1.0000000180025095e-35 2.7639737144699819 1.0000000180025095e-35 3.2658335243644596 -2.7818205974049124 0.32136284863636239 1.1504829799273912 -0.078187856073200182 1.0000000180025095e-35 0.6057866093897768 3.6828392230247013 1.1361236590950645 0.85494804639094091 0.60734054775592716 -0.03476977395467034 -1.3956054720241469 0.20498346081528948 1.8639264204075874 0.23315867714148311 1.0929599279503071 -1.3556851883446164 -0.85785712443905593 1.6852846831943531 2.8514829508106252 1.8146883021130515 0.73338246060537615 0.93865317356381961 0.78234099439613802 1.4356194732106096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 5 -2 19 -8 12 -10 11 21 13 25 15 17 22 18 -15 27 -21 -11 -16 24 -23 -5 -27 28 -3 -29
right_child=1 2 -4 8 -6 -7 7 -9 9 10 -12 -13 -14 14 16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=4.6607022328882656e-05 0.00040792179397747453 -4.6329943914721311e-05 -0.0002344790827249971 1.2471887687193076e-05 -0.00039834328448001437 -5.5056553001055913e-05 6.2504453152820548e-05 -9.939308749243474e-05 -0.0001339635666245168 -0.00038926615184644913 -0.00015933854805758523 0.0012359558711238195 -0.00011343380239693666 0.00010036520081535457 0.00057411951389765663 0.00020408879718707674 0.00030284216318440311 -0.00018841752591850126 -0.00035561764155581397 1.0599752895925991e-05 0.00020295631120373605 3.1292576052420958e-05 -0.0010386974185823392 -0.00043116551645036702 -0.00047369187850245583 -8.1438936674442479e-05 -0.00053480629661867957 -9.8637661840229971e-05 9.2782788449598369e-05 -0.00050511657292870589
leaf_count=29559 448 25489 1821 56133 1324 104187 35522 4606 16221 800 5664 70 5895 4525 53 3244 2738 2195 479 12684 2520 25856 153 485 446 3261 652 7973 6301 627
internal_value=0 -0.0173933 0.00574643 -0.0293968 -0.0572184 -0.0535324 0.0100903 0.0468208 -0.010413 -0.0484069 -0.0162106 0.0121064 0.011315 0.0215637 0.0963349 0.0505519 0.263287 -0.0174974 0.0599276 -0.0162748 0.0466797 0.00877948 -0.550923 0.0174837 0.0250067 0.0030604 -0.1601 -0.0414356 -0.0173369 -0.127937
internal_count=361931 332372 97543 234829 105959 104635 95722 40128 128870 49542 33321 27657 79328 73433 13387 10443 2944 7199 5004 55594 15204 27587 206 26787 26302 60046 3913 40390 31790 8600
shrinkage=0.000980392


Tree=3964
num_leaves=31
num_cat=0
split_feature=785 652 588 723 782 927 1389 430 650 728 650 659 1469 899 703 154 762 551 296 909 816 872 416 1246 1116 1209 898 566 1394 844
split_gain=11.2961 12.5156 16.9402 29.0185 19.5919 23.5307 23.4276 19.5424 19.5387 18.5529 22.0339 20.4969 19.4456 19.6406 19.3904 19.2793 18.69 22.5206 19.0688 18.6422 18.4995 21.5673 18.4116 17.7963 17.503 18.9336 19.203 18.4585 17.4745 17.4721
threshold=-0.86283290253235112 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 -0.33729624418304543 1.0483613175537825 0.41555381866237978 0.50709763845576539 -0.50346449751292099 -0.49008176997875957 1.253152870847948 2.2359170208873898 -1.3184646215665221 -0.17018587493007437 -1.526297240172106 0.58326801354275615 1.1343995322723013 1.1330630798453598 -0.91189038805115097 2.3478256693245414 0.98567350059335823 3.0757328524286596 1.0213180649788507 -1.0972004009895555 0.43896502884614935 0.6851534687528501 -0.50530479245215831 -0.0084809104576479104 1.5829853504527682 2.4471121278670656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 7 8 -7 -5 -6 10 11 15 13 -12 23 -3 17 19 -18 22 21 29 28 -14 25 -13 -27 -28 -16 -11
right_child=1 2 3 4 5 6 -8 -9 -10 20 12 24 14 -15 16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0019097907363727546 0.00063379828221329362 -0.00012656505079375473 -0.0031539754827311357 -0.0039758654303735886 0.027340714599865479 0.0031835035996873305 -0.051095788801550412 0.016039876815193126 0.010084776706704499 -0.0028247977715717405 -0.023804119320985181 -0.0024779914225098146 0.020507815726993259 0.0092792089331365495 0.0060410395136322528 -0.007866872882067619 0.046984372959991409 -0.010661845707495135 0.014311798860916847 0.033515745411598519 0.00070597675879358469 0.012833553894650289 0.021001126945211706 -0.00947016028430696 0.022485158786209006 -0.012982646160272327 0.059031054452502334 0.0047089167091840323 -0.021844044559301487 0.006146508910014916
leaf_count=29559 105863 19747 6156 2316 988 371 121 689 2399 138855 528 1989 349 333 4534 5649 221 1006 1160 308 29920 1082 943 1869 761 140 189 125 313 3448
internal_value=0 -0.00764706 -0.0182029 0.0583739 0.147303 0.244585 -0.176872 0.0174586 0.307551 -0.0239642 0.0204082 -0.0144567 0.105174 -0.204555 0.134068 -0.0365403 0.178942 0.127253 0.398426 0.176857 -0.0356728 -0.0488222 0.144396 -0.0833489 0.161239 0.0583727 0.461817 0.751847 0.0832253 -0.0519807
internal_count=361931 332372 226509 13040 6884 3879 492 3005 3387 213469 40164 28600 11564 861 10703 25396 8485 7104 1381 6098 173305 143385 5790 2218 3204 2443 454 314 4847 142303
shrinkage=0.05


Tree=3965
num_leaves=31
num_cat=0
split_feature=859 789 1470 561 669 144 65 428 1220 831 353 208 558 969 1040 633 968 981 908 1349 423 1311 567 625 362 986 895 563 1458 407
split_gain=11.0678 20.9906 18.6411 18.4458 17.0883 20.7255 17.6526 20.7224 18.5111 19.8579 18.8515 17.0132 23.7269 19.4093 17.5421 17.9919 18.3634 21.3654 22.8158 20.8473 20.376 20.8479 17.6628 17.6089 16.7994 16.5732 18.143 17.8844 16.496 16.3472
threshold=-0.54135187694831066 1.1248358748350926 -1.3545928909252491 2.2678428879541541 3.5848725730164062 -0.5850397464312862 1.6527691397016595 1.3971008691490929 1.0000000180025095e-35 -1.3105463059948057 1.0689666326672824 -0.060382976472855808 1.4047152405008403 -0.62909931636435557 0.98258011082585306 1.2993681993456387 1.7413258740784372 2.0228832419914675 -0.64465361733172422 0.62554163446995081 1.7973365787639433 0.25082159402611381 0.36237072009349774 -1.0477585199917934 1.0628983470037736 -1.0520142078483523 0.27654892694072097 0.73022719957894211 -0.21238062798407994 -0.99036325415606752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 9 -8 -10 14 -13 -14 15 16 17 19 -19 -3 21 -18 -17 -21 -24 -12 -27 -28 -5 -16
right_child=-2 11 3 28 5 -7 8 -9 10 -11 25 12 13 -15 29 22 20 18 -20 23 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.010384657686910725 -0.00063409482041748891 -0.012893837552032293 0.0018243224674370985 -0.017158408599617633 0.015005725418333544 -0.026578563076496576 0.10928487947017679 0.0078760540803589126 -0.0019495026573850994 -0.010563982673224967 -0.03870431380238934 -0.00043028017528886172 0.071914038225746907 0.013350983461251534 0.0074173185267622692 -0.0043925964330475348 0.0252665406557286 -0.055341996116693382 0.037738130595215018 0.05012175061982857 0.11106554249263308 -0.036134649971404156 0.036305424163064141 0.00035590699326690516 -0.051198964261042569 0.028874551348357008 -0.030310091841448856 0.044481361579106982 0.00088654197653389413 -0.026599493145199167
leaf_count=1566 244749 4783 79338 1689 273 769 29 7230 6881 4254 79 4253 106 253 272 398 246 41 166 89 22 93 265 709 31 737 159 49 1570 832
internal_value=0 0.0150219 0.0258701 0.0299689 0.0350904 -0.301411 0.0378163 0.0477606 -0.0582443 -0.197718 0.0183157 -0.0734992 0.0426665 0.603646 -0.134873 -0.0918505 -0.134085 -0.167321 0.467968 -0.197766 0.332848 0.195625 0.225937 0.131244 0.583878 0.312242 0.39579 -0.193076 -0.158245 -0.396015
internal_count=361931 117182 104623 103057 99798 1042 98756 86568 12188 4283 7905 12559 4612 359 7947 6843 6149 5788 207 5581 361 339 694 798 296 1024 945 208 3259 1104
shrinkage=0.05


Tree=3966
num_leaves=31
num_cat=0
split_feature=785 1309 62 1088 21 365 269 294 614 76 1045 1184 846 1462 77 476 734 907 158 1050 1181 1041 12 761 421 1243 489 346 623 624
split_gain=23.4023 19.4043 22.7059 21.7712 20.3202 21.087 22.1569 19.8874 24.3621 25.5475 21.3182 18.8812 21.7178 18.8115 18.9135 18.3576 19.7043 20.0527 22.1406 21.6506 19.5459 18.3434 18.2745 17.9409 17.6331 17.3304 19.8409 17.2215 18.1329 17.3696
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.7639737144699819 -2.7818205974049124 1.7886704068378352 1.0000000180025095e-35 -0.078187856073200182 1.0000000180025095e-35 0.6057866093897768 3.6828392230247013 0.32136284863636239 1.1504829799273912 0.23315867714148311 1.0929599279503071 1.1361236590950645 0.85494804639094091 0.60734054775592716 -0.03476977395467034 -1.3956054720241469 0.20498346081528948 -1.3556851883446164 1.8639264204075874 2.4130835502434373 -0.85785712443905593 -0.32127136491861125 -0.62090568197613027 1.8146883021130515 0.73338246060537615 -1.5779243884368064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 11 -2 -6 -7 15 -9 10 21 13 -13 23 25 16 27 18 20 24 22 -10 -18 -3 -19 -15 -27 29 -29 -4
right_child=1 3 7 -5 5 6 -8 8 9 -11 -12 12 -14 14 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.4518411012130678e-05 0.000411041299176448 -4.890036983631018e-05 -0.00020589158466704916 -0.00023715817467876414 -5.4837588046593038e-05 -0.00012433529014163058 -0.00048306996395952047 -0.00013837607670862408 -0.0003940364164556039 -0.00016272142273637651 0.0012304764007039335 6.1927354190047631e-05 -0.00010363930225174054 6.8194781940703788e-05 0.00020337759526541303 -0.00011332435739335069 0.00010001803650710321 0.00056495426570919347 0.00020200832349955543 0.00030000966620850384 -0.00018604261054157344 1.3978376655797442e-05 -0.00035503808893991648 0.00024237938120307231 -0.0010404255571319597 -0.00037263138698450949 -2.2703299472144083e-05 -8.4489185931440285e-05 -0.00053831859338510177 1.7047443936893642e-05
leaf_count=29559 450 39431 2644 1821 98216 5703 1590 16221 800 5664 70 35522 4606 8159 2520 5895 4525 53 3244 2738 2195 26787 479 959 153 1044 3481 3261 652 53489
internal_value=0 -0.0202068 -0.0332607 0.00498794 -0.0625015 -0.0651751 -0.210625 -0.0132801 -0.0520782 -0.019527 0.00882006 0.00936726 0.0458307 -0.0168046 0.0471297 0.00892169 0.0189619 0.0955342 0.0503492 0.26025 -0.0169078 0.00550241 0.0596762 -0.0423501 -0.555499 0.0112514 -0.0993677 2.49395e-05 -0.163327 0.00970195
internal_count=361931 332372 234829 97543 105959 105509 7293 128870 49542 33321 27657 95722 40128 55594 15204 79328 73433 13387 10443 2944 7199 27587 5004 40390 206 12684 4525 60046 3913 56133
shrinkage=0.000980392


Tree=3967
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 1443 791 858 927 892 836 1452 1470 1182 704 691 428 1469 727 382 1317 689 689 508 620 491 150 765 728
split_gain=21.8808 16.0321 24.058 26.6798 25.9336 42.8734 23.9697 22.5815 29.3854 25.1406 23.317 22.9503 22.1986 36.7074 22.5258 27.0218 22.003 21.6156 21.419 21.3721 23.3238 20.8134 20.4749 23.7867 25.1642 21.5142 21.7004 20.6305 25.6472 20.4039
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.593744732512876 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 1.0342428102238199 2.4283205456421384 0.4926003403048807 0.84122639276026845 -0.58508475642836089 -1.3107275758329808 0.29073615932568342 -1.0211593192430943 1.6911153983873026 1.0000000180025095e-35 1.0000000180025095e-35 1.3531462534988981 0.72022076402865742 -0.4288425582216272 0.93928964529742032 0.88084169889549835 0.82498920141556809 -1.1769467878382101 2.3725116543357561 -0.90320472132347296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 7 6 21 -4 10 -10 11 16 22 18 15 -15 17 -9 -14 -3 -21 -6 23 -2 25 26 27 -25 -29 -26
right_child=1 19 3 -5 5 -7 -8 8 9 -11 -12 -13 13 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 29 -27 -28 28 -30 -31
leaf_value=4.5040574158818663e-05 -6.5020025206056708e-05 -4.1748439991724086e-05 -4.8505764765648396e-05 -7.0539777560837911e-05 1.6984347543660963e-05 0.00024806145418680323 -0.00015879896022971115 -0.00022224482359244313 5.7000300934007331e-05 0.00031428327933436326 -0.00021382630505398942 0.0019416737864878114 7.0470444527300015e-05 0.001158962383073746 0.00070886631543293905 -0.00014002209652242456 -0.0001151510329875614 5.7430924403868059e-05 -0.00073714544358401243 0.00017812402594926885 -1.4909966531125004e-06 0.00029456563191617818 -0.0001091026098157607 0.00038360306262687845 0.00021358444853074554 -0.00015311829325321692 -0.00013189611755777929 4.3206896745872856e-05 0.00062219049510555541 -0.00063068683258703251
leaf_count=29559 12265 9447 98610 85264 14090 4123 4097 2229 9918 2066 4238 26 11629 82 668 393 8463 17146 267 6371 5700 1401 8709 1248 4632 3354 2521 12894 383 138
internal_value=0 -0.0175944 -0.0224696 -0.0333625 -0.0171686 0.0512471 0.00583158 -0.0297727 0.0153566 0.109688 -0.0250056 -0.00266542 0.0183667 0.0982668 0.467935 0.106069 -0.00505412 0.035401 0.060991 0.0383348 0.0943602 0.0432342 -0.00602832 0.016267 0.0562706 0.0187038 0.0509658 0.0873044 0.0620919 0.194373
internal_count=361931 332372 310854 251671 166407 23711 19588 142696 44086 11984 32102 27864 59183 13039 1143 475 27838 19375 11896 21518 12071 15491 46144 37435 25170 20400 17046 14525 13277 4770
shrinkage=0.000980392


Tree=3968
num_leaves=31
num_cat=0
split_feature=184 409 1392 488 1247 678 432 556 1311 142 12 689 635 420 354 667 74 1243 704 953 617 51 1385 1196 693 429 497 1184 845 634
split_gain=11.0964 16.1405 17.9458 15.9915 21.5202 15.8938 16.9862 14.0113 20.1156 19.9824 17.9479 17.5731 16.2346 16.056 15.7858 17.3044 15.6542 17.3439 15.395 15.5283 16.9928 15.0713 16.0628 18.3727 17.3001 16.9227 14.9946 18.5772 14.9453 15.5692
threshold=1.384368771371848 1.3850285553958441 -1.0752695418885987 -1.6580199342279422 0.40293720909692871 2.9016603484412591 0.081555258876834999 -0.41850480683127328 2.5978080301177324 3.6424795216529828 -1.4243215482704656 0.72022076402865742 -0.74604182115105777 0.13512495371364233 0.96076012092347618 2.8959165655566772 0.5991412986889455 -1.0600944985537442 -1.480657436370284 1.0000000180025095e-35 1.6614250791469047 1.0111847875080273 -0.12925370986296819 3.5208947931081571 -0.98300741503454236 -0.0070283027561143466 0.011481337886541966 0.95054922455664792 1.1704004957374454 0.80779327060490147
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 7 -7 12 9 10 14 -11 13 18 -9 -16 17 -10 -2 -20 -21 22 23 25 -24 -14 28 -28 29 -26
right_child=1 2 3 -5 -6 6 -8 8 16 11 -12 -13 21 -15 15 -17 -18 -19 19 20 -22 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=1.4836003722658683e-05 0.031895190042229092 0.0086156166186676358 0.0034361913811426291 -0.015199059410703207 0.13038551909840179 0.058592022659712167 -0.048262523535111679 0.0075273696720027372 -0.053351412820503909 0.03345110177355249 -0.0060819232907587534 -0.028398276917682694 0.021457267651030495 -0.018847460707149131 0.051692119045086152 0.27733176926159264 -0.048758197562118168 0.04309031877258096 -0.01639516937192163 0.011154053249880658 -0.047758691003485863 -0.012814178428809478 -0.021748460568540628 -0.062345920582975084 -0.00087279753030236216 0.0035023200001788805 0.022505279400198971 -0.026007012270407106 0.030503372444699341 -0.034343913966078547
leaf_count=327143 245 830 121 4200 30 86 29 458 38 367 18244 122 1742 1098 118 22 64 318 1000 907 131 770 474 62 802 1220 719 125 173 273
internal_value=0 -0.0495241 -0.195763 -0.270449 0.608312 -0.0266932 0.774887 -0.0314351 -0.0773048 -0.091003 -0.106475 0.425675 0.0420477 -0.109726 0.381233 1.31631 0.496477 0.67473 0.0131379 -0.0604173 0.133274 0.109003 0.146222 0.260892 0.0069839 0.282978 0.0931398 0.317383 -0.0827241 -0.183957
internal_count=361931 34788 5181 4351 151 29607 115 29492 19751 19331 18842 489 9741 3381 598 140 420 356 2283 2038 1038 6360 5590 3024 2566 2962 2092 844 1248 1075
shrinkage=0.05


Tree=3969
num_leaves=31
num_cat=0
split_feature=1371 1160 209 1395 1382 904 1109 205 15 1390 1329 1264 296 427 1105 567 1118 1285 234 785 120 324 134 843 904 219 1258 566 4 707
split_gain=11.0347 13.0989 13.1479 13.6262 16.7713 16.3894 16.3059 15.9732 15.0742 15.4242 14.9376 15.5068 13.7435 12.6805 11.6778 22.4133 18.3336 12.3399 23.7805 11.6535 12.262 20.1575 20.2167 19.818 24.1249 19.2648 20.2077 18.8185 21.8927 23.2156
threshold=3.4357416210103824 1.0000000180025095e-35 1.2739501719214241 -0.062250161843876363 -0.99889036912375595 -1.164668736569981 -0.45953692806705942 1.3370782873026934 -0.26707006916975817 -0.55592998867474197 -0.58323683277050109 -1.3730992105246556 0.15243036247313924 0.79477286244814616 2.1336934986414788 0.026587946951442652 -0.54520680922589448 2.2712867920001698 0.38637402702193124 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.47914954037548679 0.49179582698077023 1.9803111585429767 -0.79437849184306197 0.2177617522907038 1.8619965878080877 -0.8060611315871814 0.15026610736790511
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 14 3 5 -5 -3 10 8 9 -8 13 -12 -13 -7 17 -16 -17 -2 -19 -1 -21 -22 23 24 27 26 -25 28 -23 -30
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 11 12 -14 -15 15 16 -18 18 -20 20 21 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0020160719029481528 -0.021286509780821965 -0.050182327133414285 0.026871632022739119 0.060697199023197979 -0.023909092696542327 -0.04672072318481036 -0.049272845850513357 0.066705118647629569 -0.036594469870788314 0.026861014964766929 -0.048700116751726891 0.060554308682539394 0.0046902438752728613 0.063617482034017417 -0.044589614280815447 -0.018226603086306879 0.20287243516222056 -0.0063703586467734529 0.22371509178382901 0.00021273405633880538 -0.00037529808939384463 -0.016760942452190824 -0.0083741261683374282 -0.023457694486106184 0.016022981161704735 0.0072690879600614995 0.010605472425036927 0.013190395672550457 0.00026607858630212376 -0.011437178118439143
leaf_count=29307 2191 109 225 37 758 110 74 32 302 209 45 230 124 20 52 23 21 57 25 201570 91348 2699 13411 794 952 4609 439 644 6910 4604
internal_value=0 -0.148146 -0.0158346 -0.0931583 -0.376824 0.0849855 0.175881 -0.136879 -0.273056 0.177089 0.516933 0.739119 0.892817 -0.402446 -0.337962 0.856093 2.48155 -0.383614 1.03636 -0.0020974 -0.00640884 -0.0262892 -0.0794331 -0.0358924 -0.0838878 0.0811297 -0.211026 -0.107732 -0.129167 -0.0816079
internal_count=361931 4644 2275 2050 795 1255 1146 617 585 283 529 399 354 130 2369 96 44 2273 82 357287 327980 126410 35062 21651 15809 5842 1233 14857 14213 11514
shrinkage=0.05


Tree=3970
num_leaves=31
num_cat=0
split_feature=470 602 670 1467 784 816 1185 1376 767 917 841 1020 348 523 20 748 1463 990 899 242 907 140 534 1247 923 1099 763 1394 677 1400
split_gain=22.0709 32.2063 22.3123 23.9032 22.3387 22.1851 23.6195 24.3391 25.1302 22.3468 21.9251 20.6769 20.9612 20.6417 20.6013 19.1543 19.7492 21.2439 18.9317 22.5625 20.6467 20.4048 19.73 23.0109 20.9172 20.0602 19.7781 19.2252 19.2187 18.999
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4788072840855835 0.9594655836162902 1.0000000180025095e-35 -1.104114706617066 0.18805867694879752 1.1013672280589708 -0.32161470180979707 1.1672291848996961 0.44670980992553178 0.29347049747712078 2.1829119814681102 -1.1057205065296334 1.3593059060298478 0.33671565427783295 -1.0878364835665639 -0.11713460716802231 2.171607348858331 -0.88687540872149284 -1.4366206554377183 1.0000000180025095e-35 0.86455707235836698 1.0000000180025095e-35 1.0000000180025095e-35 1.8597672772295377 -0.26950643978166738 1.6589954542140382 0.95916366438670841
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 10 -7 8 18 13 -2 12 -4 14 -9 -1 -17 -18 20 -20 21 -8 23 24 26 27 -22 -26 29 -24
right_child=5 -3 11 -5 -6 6 7 9 -10 -11 -12 -13 -14 -15 -16 16 17 -19 19 -21 22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.2441781454153319e-05 -1.4691328164315804e-05 -1.0976188119935444e-05 -0.00026639824648593956 0.00016264184939837026 5.0852413479678041e-05 -0.00012611675875547838 -0.00061298958840375235 -0.00043715385439248435 -4.8438465856535225e-05 -8.9278019965745333e-05 -0.00012370625817862283 -3.5906933427726794e-05 -7.3197565739223301e-05 -0.00054068732990246459 6.9484309126486657e-05 -0.00037059110918364371 0.0012254125690245071 -6.927053319154653e-05 0.00010707880971446419 -0.00016677743852063244 -0.00015617153602763534 0.00021566527477661252 9.2691188571179651e-05 0.00010854488372690358 -6.102938390730858e-05 -0.00020023423398624139 0.00032365128515689652 0.00026335454983854095 0.00039540029520647522 -0.00026307909753160209
leaf_count=31422 77176 89908 17773 3124 8016 6063 167 473 10242 15120 11148 8243 7101 359 11292 3874 86 1032 30469 1349 8425 2937 6199 3509 1408 1273 378 1763 742 860
internal_value=0 -0.0381713 -0.0826004 -0.048735 -0.0654299 -0.000768301 0.0198105 0.0270119 0.0467471 -0.0315159 -0.0289838 -0.1475 -0.201074 0.0391103 0.0534888 -0.0961985 -0.271312 0.0627841 0.0633324 0.0976967 0.0223418 0.183963 0.00149887 -0.0385923 -0.0795354 0.0414222 -0.138075 0.126181 0.0921481 0.055047
internal_count=361931 170579 80671 47554 44430 191352 103028 96965 69721 27244 88324 33117 24874 12124 11765 36414 4992 1118 59479 31818 27661 3104 24557 16756 13247 4444 8803 3171 7801 7059
shrinkage=0.000980392


Tree=3971
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 497 498 1104 913 84 560 597 714 588 906 827 689 513 746 1241 840 566 421 869 1452 497 697 696 1246 1037
split_gain=23.5055 21.7131 21.1981 25.9828 26.5373 19.2563 25.2774 19.7084 18.8278 20.5242 19.7522 18.6238 18.8035 39.4012 34.6213 26.1373 25.8897 23.6416 29.0937 25.6302 23.4118 24.4718 22.8326 21.6869 21.4102 20.7776 23.7804 20.5097 20.2755 20.2193
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 0.63515767152532354 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 3.1596628491584919 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -0.36836247429892682 -1.1110989058077336 1.0454229551509682 3.6288968102052546 -0.67919258870259713 1.593014926627095 0.75597511057269628 2.6287012352426902 -0.57653763495970078 0.62995620057108082 0.6154197817996786 1.4714256445119207 -0.53099574388912829 1.9516735866435488 1.9024710589974962
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 5 8 6 -4 -8 10 -10 -5 12 15 14 16 24 -14 -15 -19 -20 21 25 23 28 -2 26 29 -23 -18 -17
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 -12 -13 13 17 -16 20 22 18 19 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.3427752654907619e-05 4.9168397661707682e-05 -5.3683582365596414e-05 -0.0003061519110245794 -0.00040701802382800639 9.6053587615262475e-05 5.3198338683893086e-05 6.6818671880344366e-05 0.0014297191615679676 0.00036849448810613074 -0.00073484603814531085 5.1561840302016341e-05 0.00022461840831786248 6.590263145763883e-05 4.5549445018975216e-05 -9.8712377227567623e-05 0.00011162026951112433 6.8147269201092553e-05 0.00040906556560976119 -0.001622508666974695 2.1079916053010678e-05 -0.00021500567973029987 0.00019077472119782702 -0.00042130686771990481 -4.9437330807693028e-05 0.00025120102661243632 -8.9103839829281331e-05 -0.00014655041488556927 -0.00015629329400007838 -0.00036686322455829355 -0.00020761906645215433
leaf_count=29559 12487 99935 2623 676 21461 1899 198 53 107 458 2130 1237 13885 7032 45987 17494 12062 1536 55 142 2775 857 1010 66527 2968 5489 2786 6809 617 1077
internal_value=0 -0.0214343 -0.0104006 0.0439928 0.0713434 -0.110012 -0.236015 0.393574 -0.118885 -0.518924 -0.0457218 -0.019185 -0.0211487 -0.0345113 -0.0449642 0.0159832 -0.0209461 0.100748 0.318585 -0.420793 -0.0178411 -0.00116695 -0.0371902 -0.0333797 0.0930352 0.0324237 0.0663711 -0.114352 0.0507746 0.0946773
internal_count=361931 332372 232437 29605 24832 4773 2874 251 3371 565 2806 202832 201595 148853 140088 52742 94101 8765 1733 197 37287 34512 80216 79206 15455 26846 21357 7666 12679 18571
shrinkage=0.000980392


Tree=3972
num_leaves=31
num_cat=0
split_feature=470 602 1047 485 327 1462 78 1449 1255 471 494 418 1464 1454 1449 1450 264 704 626 789 1325 1466 1470 1468 1457 1452 1457 1466 1462 967
split_gain=11.13 20.3362 17.8078 24.2613 17.2646 17.2512 23.1228 20.3236 17.2219 17.0065 16.2769 15.8631 15.5491 21.5248 20.0727 19.9521 19.9065 19.2533 18.7701 25.3341 18.665 18.5795 24.0652 18.1835 24.0707 28.6535 22.9324 31.4614 29.4042 27.941
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.42247490594635745 0.77441408678712997 1.9934831530762243 0.41759252774457617 -0.65178555284153028 -0.40251401219939392 1.4889415188174802 2.2944869526193208 1.0302490094143733 1.4643430147547487 1.5993600128483978 0.67485211051868899 2.2529671283962887 0.95337257963916655 3.0032700312607088 0.4050158547533374 -0.32621035539257243 1.1248358748350926 2.9460602207251019 2.1415518475315092 0.61257734706231515 0.60907911972533268 -0.51547046110813544 -0.3227522001983501 -0.55319902941719024 0.69604103696988961 0.17767018163809203 -1.1286155721268958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -5 11 10 -9 -6 13 18 16 -16 21 -17 -2 -20 -21 23 -23 24 26 -26 27 28 29 -15
right_child=12 -3 3 5 8 6 -8 9 -10 -11 -12 -13 -14 14 15 17 -18 -19 19 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0059366172089165038 -0.00085917484637269186 0.00010856591891993044 -0.0024776057578145528 -0.0070028935477292652 -0.032810238477070562 -0.0061029826167082555 0.02130515676842458 0.012829136381991933 0.038337659221975663 -0.025097332510951836 -0.0059325826646721858 0.022718607167361612 0.0041471570480945616 0.026611611435005816 0.014553989791064629 0.0054489934743109213 -0.030042966365691284 -0.019656389304299287 0.0025005991529940767 -0.0026502744451080908 -0.052644686847844437 0.0066452360558145228 -0.059079010884878373 0.0019739173468335557 -0.01094192248046231 0.00042981840723437404 -0.03680669649833599 -0.02430199407432123 0.0070519257368097197 -0.014538245480790097
leaf_count=29968 64611 89908 39327 3080 1373 611 1517 3049 103 248 1115 280 11753 218 1435 1037 311 515 72075 12253 111 2727 76 4563 4078 9186 429 1424 1567 2983
internal_value=0 -0.0193142 -0.0550896 -0.0269035 -0.0586315 0.084238 0.269749 0.0233752 -0.413908 0.131465 0.170238 -0.523277 0.00742782 0.00198048 -0.0513563 0.111992 -0.0710824 -0.0539893 0.0134271 0.034552 -0.0608622 -0.0643221 0.101675 -0.0847162 -0.114671 -0.0597221 -0.225912 -0.191392 -0.103836 -0.231559
internal_count=361931 170579 80671 50703 41083 9620 2128 7492 1756 4412 4164 1653 191352 179599 30549 2987 27562 1552 149050 84439 12364 27251 2803 24448 19885 13264 6621 6192 4768 3201
shrinkage=0.05


Tree=3973
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 746 588 575 507 762 1256 813 395 689 430 726 1443 590 18 1443 969 858 924 1252 978 633 234 635
split_gain=26.3869 25.1571 26.946 32.8854 32.7252 48.3355 25.7957 32.0681 24.8746 25.8095 23.6323 23.5112 22.6472 21.7425 20.5762 20.4224 21.357 21.822 20.2259 20.0365 19.9679 19.7348 23.1552 24.9582 19.6939 19.7041 21.4501 20.6525 19.7126 19.65
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.66766320980544069 0.71188872395471614 1.0000000180025095e-35 0.65809631222906606 0.21147417596499959 -1.3494139952004127 2.1641256470006294 0.66415532897360485 1.1511195098725142 -1.2369097968503453 -2.5456679507321813 1.593744732512876 0.58895901036483078 0.22551069680440386 1.593744732512876 0.97114200972825471 1.0825608069246189 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 -0.22650867662623761
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 6 21 13 11 9 -3 -2 14 -9 -4 29 16 20 -18 -7 -19 -12 22 -6 -24 -5 26 27 -26 -29 -8
right_child=1 8 3 24 5 18 7 12 -10 -11 15 -13 -14 -15 -16 -17 17 19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=4.6962366835722675e-05 -7.0380622519227162e-06 -8.3401021424559185e-05 -6.2800063826788562e-05 -9.0668073451581683e-05 -1.2156499541998707e-05 0.00029143682116848321 -0.00017391390064531266 -0.00044978825013096651 0.00018497211326857241 8.1070067946112707e-05 -1.9747447370828854e-05 7.8193994173000016e-05 0.00016159021188385939 0.00010159875122281251 5.9727193249048937e-05 -0.00013620688495374574 -0.00055456980761747115 0.0002320360139232071 -7.8942959696288073e-05 -7.7226602466331132e-05 -0.0008373151828356631 -0.00015307352123293002 0.00027634788741707654 -0.00027498880918010572 -0.00034652121103964623 0.00082422129783774653 -0.0013326034133068381 -0.00038666329122804432 0.000167680835486072 -2.4006632627887461e-05
leaf_count=29559 48652 7439 94773 79939 11823 4219 11548 380 4398 9681 810 9039 6711 3837 5480 1511 186 6741 840 1073 210 3931 2472 426 897 171 73 505 3679 10928
internal_value=0 -0.0216751 -0.027765 -0.03925 -0.0213069 0.0553686 -0.0354219 0.0126964 0.048188 0.0108404 0.0153733 -0.0196108 0.14066 -0.0564151 -0.0578147 0.107009 0.143776 0.177896 0.239491 0.194433 -0.174802 -0.000474994 0.0346741 0.201841 -0.0819196 0.0647265 0.0350018 0.053701 0.116181 -0.0965532
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 21518 17120 59183 36995 7091 98610 27956 10531 9020 8000 5059 7814 1020 18652 14721 2898 85264 5325 5154 5081 4184 22476
shrinkage=0.000980392


Tree=3974
num_leaves=31
num_cat=0
split_feature=785 728 1309 126 1088 1460 830 878 422 1247 1076 591 61 904 1249 21 1311 1184 915 1449 1389 413 886 497 421 1465 838 1260 546 652
split_gain=26.4859 20.9532 20.1944 22.3457 21.3816 19.8022 19.1895 20.5804 21.0991 20.1025 19.0637 22.2437 19.4452 18.8695 19.6067 18.8028 18.4136 18.1698 18.1698 23.1939 19.0264 21.3885 20.8646 20.4277 19.2024 18.93 20.3364 21.8373 19.243 20.2131
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 0.70880289725806289 2.7639737144699819 3.8934628474430077 0.70639586890216266 1.6473864309851525 0.9847938540803961 -0.22727425639912183 -0.58297395077464731 -0.73065235057769284 3.2658335243644596 1.0138850449405574 0.280204087680616 -3.2545899522946695 -1.1871207999173421 0.3344708981347016 0.40079874301352708 3.0182001278972974 -1.137284853374015 1.0000000180025095e-35 -0.56028990723182226 0.29755744289802777 1.5386414202133849 -0.52213209242895031 -0.2909908445346801 -0.13036403951775125 1.4509659974849665 -0.55024281929118113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 6 16 17 8 -8 -10 11 -2 15 14 -11 -12 -5 -4 20 -20 23 24 -23 25 -22 26 -17 -28 29 -27
right_child=2 -3 4 5 -6 -7 7 -9 9 13 12 -13 -14 -15 -16 18 -18 -19 19 -21 21 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.00012539069547343523 9.9236811020299241e-05 6.6134410755764607e-05 -3.8192229680352682e-05 -0.00016898254762956594 -0.0002364023926580338 -0.00047143130760138601 5.162341081206603e-05 -0.00011836196861744813 1.6623950664034097e-05 0.00049244988469775662 0.00039608526372025035 -3.3804152198443922e-05 -0.00031796495506641621 -0.00020815539184695141 -9.8675211567060257e-05 0.00047595799402243814 3.1735131379746424e-05 3.1363477549001392e-05 -0.00012056626328838077 0.0003229631709382456 -8.0184544808567688e-05 2.8144773779185362e-05 -5.9628598496293763e-05 -9.4493083494207064e-05 -0.0002653432207074551 0.00032878444245221548 -0.00018799137184878718 0.00050872430819572068 -0.00022911035672211911 -1.6506652064038602e-05
leaf_count=3396 9138 26163 43306 2840 1821 401 16389 2358 1211 1645 467 25584 2033 247 277 1348 36401 30289 34948 616 39877 22637 43660 3694 4405 1366 909 413 1449 2643
internal_value=0 0.0475421 -0.0222071 -0.0355148 0.00348889 0.0138726 0.00782688 0.0623792 0.0854865 0.234287 -0.0471441 0.00371186 -0.0590476 0.35277 0.418863 -0.0561751 0.0192704 -0.00994056 -0.0577936 -0.112304 -0.0445434 -0.0546495 -0.0271467 0.0484865 -0.0972523 0.119594 0.291297 0.0494531 0.0367088 0.116038
internal_count=361931 29559 332372 234829 97543 39642 95722 22127 19769 3380 195187 34722 160465 2169 1922 158432 39241 73595 157965 35564 122401 110579 66297 11822 44282 8128 2670 1322 5458 4009
shrinkage=0.000980392


Tree=3975
num_leaves=31
num_cat=0
split_feature=43 1454 1452 1452 1458 1458 1458 1462 1461 1451 1450 1451 1465 1461 1466 1469 1460 1451 1457 1465 291 1453 1450 1464 1464 1459 813 905 426 21
split_gain=11.384 13.5947 25.2686 19.3237 23.378 17.8 28.6627 38.4128 26.294 31.4801 38.3489 28.9097 24.5992 34.7207 37.6966 35.2814 35.1022 28.3363 26.4426 24.5562 23.6089 23.2404 37.3683 32.9204 36.8323 27.9949 24.4991 23.9093 22.9888 22.9385
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 1.6018939448921981 -0.55959664989479319 -0.72983201679721443 -0.69291310448648835 -0.029674230372801095 -0.3640729456269281 0.95334966770049112 0.066312680824437698 0.80330640218770488 -0.35531576034410856 1.2257192582534573 -0.051615836820850705 -0.63393269545937792 0.77863929375092356 0.34500621528061176 -0.46794968924050279 0.84595576380118198 0.84730716081462065 2.3708191026352732 0.32145882353943828 -0.065515111140320159 -0.19194956937484473 3.2302017972513801 2.1641256470006294 0.29062216940339985 0.26937301844046696 0.81122649975724037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 21 7 -7 -8 10 11 12 17 20 15 -15 -16 29 -19 -17 -14 22 26 24 -24 27 -3 -23 -21 -10
right_child=-2 5 3 -5 -6 6 8 -9 9 -11 -12 -13 13 14 16 19 -18 18 -20 28 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00044727302215744053 -0.0016568627151147724 0.0075076292452621873 -0.0036936245536497922 -0.0029411155879052117 -0.033621404899261534 -0.033230123558581751 0.0013949123061730863 0.013475403192674646 -0.0055082085738581785 0.0053409180284366359 -0.012147746970501054 -0.046333804865278626 -0.0094056024708524325 0.00055567053221187426 -0.012295214419020629 0.039481920964570989 0.021189142251977613 -0.012808562625700487 0.021603136983351201 -0.03811325983041336 0.013718795908942802 -0.020143603302367918 -0.0047442319762792456 0.0064704072335171536 -0.047154206151318004 0.027838572653322485 0.027800624360013865 0.0035343206581346328 0.032664740341516112 -0.024487688365668878
leaf_count=147014 74777 12001 863 2119 1183 870 85624 294 3010 4555 6940 268 3226 635 1243 917 594 516 772 133 793 1451 4683 3993 314 226 722 822 109 1264
internal_value=0 0.00220141 -0.0136379 -0.214097 -0.416635 0.0183124 0.00614692 -0.367782 0.00968665 -0.0576177 -0.0995234 -0.0260834 -0.0127514 0.0709649 0.220572 0.43369 -0.0183967 -0.136595 0.164954 0.647083 -0.092969 0.0737135 0.0975896 -0.0145407 -0.145193 -0.130984 0.175847 -0.212932 -0.0155098 -0.234789
internal_count=361931 287154 151179 4165 2046 135975 111763 1164 110599 24975 20420 13480 13212 7650 3631 1794 1837 5562 1288 1159 4019 24212 21713 8990 4997 2499 12723 2273 242 4274
shrinkage=0.05


Tree=3976
num_leaves=31
num_cat=0
split_feature=129 1450 1450 1118 1384 945 1469 1450 1 1454 1464 1449 1450 1118 89 1451 1450 1450 1450 1450 1453 1454 1458 1458 1458 1454 1465 1458 1453 1463
split_gain=11.3191 14.1118 25.8078 23.0087 22.899 21.9883 20.4724 35.918 23.7703 23.587 27.0341 25.716 31.9242 24.3597 23.1377 20.49 22.6733 20.0219 19.3516 18.5512 30.8496 34.9935 55.97 33.1398 46.3304 36.0857 32.166 30.8829 30.4427 32.5613
threshold=1.0000000180025095e-35 0.88343564287383192 0.87081989481316024 0.70586948634358804 -0.77772510701538178 3.5671330385988695 -0.62606451240067507 1.5329759659609314 -0.98449218185431808 -0.58754815837321106 -0.1219094853058012 -0.50336258303018744 1.1437435207217457 -0.17795538052646578 0.010948552255597195 0.34500621528061176 1.1061061531643281 1.4893802586901304 3.5286783351579243 0.2851047416766056 0.21713746504890322 -0.63228822985738853 -0.35469831262776269 -0.35469831262776269 -0.10624242523561524 -0.53254169354491554 1.2681187158573388 -0.38373252452445611 -0.084110913630558462 1.2337315408238476
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 6 -5 -4 -3 8 -8 17 11 12 -11 -13 -12 16 -15 -10 -9 -1 21 28 -23 27 -25 -26 -27 -22 29 -21
right_child=-2 3 5 4 -6 -7 7 18 9 10 14 13 -14 15 -16 -17 -18 -19 -20 20 23 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0001816712120206557 -0.0020819373542017294 0.0059405078858703773 -0.027676612574879484 0.0060172298150325855 -0.0063868668205872697 0.081909546266370592 -0.016000591593987378 -0.0084750885942880116 0.016654119474011218 0.028380396032443363 0.020214440225229491 -0.018023118729862547 -0.024282600985999415 -0.010097661629039066 -0.0028722888421058787 -0.015556272885892909 0.035736819754076748 0.073682581733510277 0.014536132386346705 -0.016097052997388936 -0.012166189740605328 0.0086755217128298995 -0.0032955992780470907 0.018548711588021325 0.01945486297478596 -0.016628293150544635 0.013095094619761636 -0.049856894185655178 0.011132158146100338 0.044803167207113144
leaf_count=233653 48087 17312 688 2410 6611 24 741 6042 1518 556 1651 1715 249 247 937 396 375 63 519 4398 5052 8973 13369 1125 492 2928 551 323 822 104
internal_value=0 0.000980701 -0.00537311 0.0397675 -0.0582741 -0.467056 0.0688847 0.00289896 0.104054 0.140964 0.0755388 -0.0624114 0.297223 -0.176907 0.251375 0.10324 0.36694 0.399021 -0.129759 -0.00423699 -0.0522611 -0.00995946 0.0282175 -0.157785 -0.0284763 -0.145644 -0.233811 -0.287375 -0.195758 -0.282284
internal_count=361931 313844 272502 41342 9021 712 32321 15009 8448 7707 6126 3538 805 2733 2588 1018 622 1581 6561 271790 38137 27666 22342 10471 5096 3971 3479 5375 5324 4502
shrinkage=0.05


Tree=3977
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 1022 1016 346 1249 1040 647 590 678 759 1002 209 834 746 848 570 1421 82 350 1396 422 11 730 783 487 909
split_gain=21.5451 17.5009 19.8138 20.1806 20.6344 19.3071 21.2311 19.555 20.6032 24.4555 18.3943 43.0929 18.3131 18.5791 18.2515 20.576 18.1923 17.6447 18.5252 17.6326 18.2585 17.9148 19.3187 22.6543 22.5194 18.3627 17.6065 24.4339 21.3196 21.117
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 -0.87782724458594241 0.58895901036483078 6.0948733974029876 2.7993186572179827 0.69854289147193727 0.23696906566319156 2.0780443506202029 1.0000000180025095e-35 0.20792164000855923 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 0.8863174324919626 1.0939301863914108 -0.9594119830718516 -0.33215574005720661 1.1155635910225459 -0.5841843363838235 0.97145650515428605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 26 -5 6 7 8 9 16 11 -3 13 17 -6 -16 -2 18 -11 20 21 22 24 -24 -12 -26 27 -4 29 -28
right_child=1 10 3 4 14 -7 -8 -9 -10 12 19 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=4.834093039248832e-05 -0.00032033149616932137 -4.467546721683441e-05 8.565510880584673e-05 -0.00011082561754163244 0.00023214309359901418 4.7169932993161079e-06 -1.2866125148126403e-05 -0.00018084094822217272 -0.00019538808085095533 6.5293565169561519e-06 -0.00011371085065570208 0.00038589763315335191 0.00080134682898893943 0.00071515590201828329 -0.00039382324160430851 0.00021524998624141171 0.00088525766122593292 0.00013660415541639974 -0.00021973228177667905 -7.9226602514300784e-05 -0.00021428234711546307 -0.00014903679839072391 0.000132938586110995 -0.0001275416310076262 -0.00037514411994154731 0.00028103451405748874 0.00016431388074768336 -6.0051801272881397e-05 1.6469362236033108e-05 0.00065821203922674884
leaf_count=29559 2747 4821 7921 1294 5339 103001 45923 14802 6707 9723 8640 1384 102 210 480 482 95 3079 3902 61493 2973 3798 12404 2576 341 1505 2705 17685 5851 389
internal_value=0 -0.0137277 -0.00380471 0.0390673 0.138272 -0.0142775 -0.0427957 -0.093111 -0.0525308 -0.0140981 -0.0437704 0.0813507 0.0179583 0.0090818 0.187791 -0.0811421 -0.277649 -0.00102268 -0.0509653 -0.0538564 -0.00535936 0.0124123 0.0369069 0.0928767 -0.0522531 0.18442 0.0155873 -0.0146338 0.0987481 0.238071
internal_count=361931 332372 232437 42146 7595 190291 87290 41367 26565 19858 99935 6205 17016 16914 6301 962 2842 16704 13625 93730 32237 29264 25466 14980 10486 1846 34551 25606 8945 3094
shrinkage=0.000980392


Tree=3978
num_leaves=31
num_cat=0
split_feature=1022 1154 656 1010 1229 1157 912 567 773 195 766 804 900 1216 1092 148 503 744 1357 1002 147 1176 1122 417 497 222 696 971 1254 903
split_gain=11.3827 26.7858 20.9628 18.9976 18.5739 19.5092 18.0302 20.4098 18.5713 18.1371 17.4504 16.5762 18.1728 16.4395 16.3711 25.1451 23.6029 23.1254 21.4458 23.5732 19.5017 19.2391 19.2027 17.8196 17.0895 17.0161 21.3256 16.3638 18.5502 17.5223
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.1177813601915951 1.9615424434015647 1.0000000180025095e-35 2.7756082473683752 -1.0467427125474058 1.4548470665134234 -0.59827632402746445 1.3909106807663625 1.0970844756524005 2.2521318533151415 0.6490511277016705 2.3855481443271001 1.0127093791323547 -0.27151526131196574 -0.11555074531005134 1.0000000180025095e-35 1.3962008022525787 -0.32459312438081372 1.2805806447475165 1.049437318506887 -0.01817098687669351 1.2945890742845536 1.1597590371687556 -0.26028630442329981 1.3817791490314468 0.83147181767279843 2.1371683156960208 1.6261694992560642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 10 -5 -8 -9 -10 13 -3 -13 27 -2 17 -17 18 19 -16 21 22 -19 -18 -25 -21 -27 28 -6 -29
right_child=14 11 3 6 5 -7 7 8 9 -11 -12 12 -14 -15 15 16 23 20 -20 25 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.01058773663797447 -5.1484482735957291e-05 -6.3380497476154759e-05 -0.0040048621712381206 -0.022702781565535572 0.0052418122949346377 0.046152299514897556 0.0095239327207111441 -0.053993385794905029 0.012744833366221118 -0.04448888571084153 -0.012867354532864831 -0.001823777908881343 0.013583679656337498 -0.034741809452948816 0.0047355124273934868 0.0024227927147008922 0.014084031869035903 0.008457011863830256 0.025049632818305398 -0.0002399654614318088 -0.095604117398769436 -0.012083584934862793 -0.0041835471601481726 -0.027289513348031078 0.034617103652079456 -0.011896848373911603 -0.042057720080105547 -0.010704802753603745 0.030377901574378991 0.042760385987409749
leaf_count=8249 166093 86568 59329 382 5276 150 3726 128 241 111 1472 1469 2092 281 1502 6035 4301 5565 255 1238 23 764 1756 245 58 2549 290 1297 393 93
internal_value=0 -0.0190907 -0.0587066 -0.0456463 -0.0595848 0.0433843 0.0954063 0.133168 -0.304814 -0.0501359 0.0282022 0.00576488 0.146779 0.0707583 0.00784773 0.0576235 0.134804 -0.000476551 -0.100187 -0.126674 0.0720183 0.0773244 0.10997 0.248306 -0.26482 -0.20922 -0.297811 0.0879397 0.145993 -0.142665
internal_count=361931 171257 81128 72879 68291 8962 4588 4206 480 352 8812 90129 3561 7340 190674 24581 10639 13942 5834 5579 8108 8085 7321 4604 303 4077 2839 7059 5669 1390
shrinkage=0.05


Tree=3979
num_leaves=31
num_cat=0
split_feature=785 519 728 869 938 803 727 382 930 1028 1324 912 1052 791 712 1149 896 923 923 866 470 564 813 353 889 1002 1363 789 666 609
split_gain=22.8664 19.7949 27.3092 29.8377 28.2811 25.6254 23.158 26.3098 22.1815 26.4493 23.3717 22.2636 22.1803 23.188 32.5794 22.5056 23.6983 23.7864 22.0725 38.9498 21.7241 21.7123 31.2302 21.5086 21.0305 20.6161 20.5822 20.5655 20.3286 34.0466
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.24965236237700447 2.0883641899847656 0.41325020809808216 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 3.070608018023568 0.13351389361957308 -0.86449023226567734 -0.86449023226567734 0.5880156106821478 1.0000000180025095e-35 -0.84605277249859834 0.44561103650162237 1.7080988603044525 3.9799828580384387 0.69854289147193727 1.0000000180025095e-35 1.1248358748350926 0.45873907618427312 1.6285028476148826
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 12 -3 27 9 11 -10 24 13 15 20 16 18 -18 19 -4 -15 -16 -23 -19 -2 -20 -24 -8 -7 -30
right_child=1 6 3 -5 -6 28 7 -9 10 -11 -12 -13 -14 14 21 -17 17 23 25 -21 -22 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=4.2984581815838001e-05 4.3533056841532164e-05 -4.2253596774120175e-05 -5.2606859881678852e-05 -7.7127352917132145e-05 -6.8069334994518252e-05 2.6362477729715815e-05 0.00024370090580652491 -2.4509468389432012e-06 -3.2923516134175516e-05 0.00015030281866093819 0.00029193181869740262 -0.00024429492562393968 -0.00017096079981744283 -0.00018113285585875087 -7.3907668687931262e-05 0.00021527252629283041 -0.00030301031957456396 -4.5684340101599578e-05 2.5891669459574144e-06 0.00033347115907298667 3.2561479127357799e-05 0.00018911431725942556 4.5262010276328943e-05 -0.0002997497147339885 -0.00083513837962921687 -0.00014641111871686291 -0.00033305835267609016 -5.3879491441507908e-05 0.00033706127430589494 -0.00049294965616221908
leaf_count=29559 14624 9447 2724 85264 53095 3905 5244 5700 31821 9647 1045 1846 5155 5942 3552 1542 2419 22249 32344 2278 5797 11021 3903 1681 200 5316 822 1127 2432 230
internal_value=0 -0.0209879 -0.0263955 -0.0379703 -0.0208667 -0.0015713 0.0410459 0.0992129 0.0170737 0.0666584 -0.0221207 0.00608069 -0.0107074 -0.00399178 0.0484302 -0.0268114 -0.033575 -0.0874771 -0.000126449 0.13857 -0.06082 0.099156 0.130141 -0.0661502 0.035491 -0.019747 -0.0158176 0.191674 0.128289 0.269505
internal_count=361931 332372 310854 251671 166407 113312 21518 12071 59183 26317 32866 16670 106745 101590 31037 70553 69011 26349 42662 5002 11739 19298 15746 23930 14824 37660 4725 6371 6567 2662
shrinkage=0.000980392


Tree=3980
num_leaves=31
num_cat=0
split_feature=785 1309 62 1088 61 294 614 76 1045 476 734 907 158 1050 1181 1184 846 12 21 1041 1462 77 421 767 830 972 1120 346 981 499
split_gain=22.315 17.3884 21.5138 21.2923 20.1776 19.4889 24.3338 25.315 21.2933 19.1271 19.0706 20.0537 22.5969 21.3392 19.6913 18.5735 20.6407 18.327 18.2907 18.2289 17.8228 18.8305 17.7497 17.3143 21.5521 18.714 18.6151 18.3692 19.3155 17.7544
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.7639737144699819 3.2658335243644596 -0.078187856073200182 1.0000000180025095e-35 0.6057866093897768 3.6828392230247013 1.1361236590950645 0.85494804639094091 0.60734054775592716 -0.03476977395467034 -1.3956054720241469 0.20498346081528948 0.32136284863636239 1.1504829799273912 1.8639264204075874 -2.7818205974049124 -1.3556851883446164 0.23315867714148311 1.0929599279503071 -0.85785712443905593 0.93865317356381961 0.78234099439613802 1.4356194732106096 0.21887433393499825 -0.91581417385431363 2.6613133995472453 3.6417710512781412
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 15 18 9 -7 8 19 10 -4 12 14 22 17 20 -17 -12 -2 -8 23 -22 -13 24 27 -25 -26 -3 29 -29
right_child=1 3 5 -5 -6 6 7 -9 -10 -11 11 13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 25 26 -27 -28 28 -30 -31
leaf_value=4.374389178209279e-05 0.00039578351725555672 0.00012106126863332053 1.1807673935531631e-06 -0.00023526431950068099 -0.00040072065869634185 -0.00013720233068467778 -0.00039213080233407919 -0.00016098867448528445 0.0012301785373805419 -0.00011525541759037419 9.9413822048290446e-05 0.00057266445754183327 0.00020341370444646047 0.00029945616835330772 -0.00018778257081673061 6.0574395951068807e-05 -0.00010098032200387903 -0.00035644747300709787 -5.8066716911122924e-05 1.5060605649435998e-05 9.0036102636242668e-06 0.00020106755912757134 -0.0010394867126277654 -9.9960451790031491e-05 0.00018480986801618876 -0.00050389142530697954 -5.0357774966598813e-05 -7.5357266553986718e-05 0.00084520121020126987 0.0011083031112845518
leaf_count=29559 448 2710 60046 1821 1324 16221 800 5664 70 5895 4525 53 3244 2738 2195 35522 4606 479 104187 26787 12684 2520 153 7973 3761 627 2540 22631 97 51
internal_value=0 -0.0194928 -0.0318634 0.00436815 -0.0603566 -0.012401 -0.0508441 -0.0182867 0.00995195 0.00959213 0.0198515 0.0952304 0.0500086 0.260039 -0.017955 0.00870076 0.0448847 0.0589617 -0.0566781 0.00662881 -0.0172725 0.0449884 -0.551159 -0.0421546 -0.0179306 -0.129111 0.0940866 -0.0478584 -0.0689901 -0.0735834
internal_count=361931 332372 234829 97543 105959 128870 49542 33321 27657 79328 73433 13387 10443 2944 7199 95722 40128 5004 104635 27587 55594 15204 206 40390 31790 8600 6301 25489 22779 22682
shrinkage=0.000980392


Tree=3981
num_leaves=31
num_cat=0
split_feature=728 659 633 1453 705 284 1185 342 768 291 1312 986 542 1045 1384 359 1469 139 223 496 349 427 671 845 693 431 764 1383 1292 1373
split_gain=11.4836 15.0341 15.343 18.9632 16.6889 16.3319 16.367 17.8968 18.5026 21.9904 18.4554 17.0705 17.0022 16.8135 16.3773 16.1088 18.1638 16.2639 17.3729 15.9336 21.9283 19.9527 17.4401 23.8394 17.9304 19.4938 19.8965 19.9646 19.1283 20.4508
threshold=1.0000000180025095e-35 0.62821384419828064 -0.77899086806337892 0.43370469085150809 1.215584911221339 1.8491720343413525 -0.049299936547052885 0.62493381283515304 -0.52708915693596137 -1.5492132357347572 2.7898909922206285 1.0844437413409713 1.8744380890451051 -0.93049428306813298 1.9553827851052279 -0.65182327795964878 -1.2201123333327371 -0.031209446959761623 -0.82190340483312008 -0.82405660373234679 -0.60128158885260952 -0.12936700052649089 1.6550864193358736 2.3405953213413535 0.65430582626545475 1.6878871832923754 0.18720899096322638 -0.012858753736286926 1.0000000180025095e-35 -1.2601938093385081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 19 6 7 10 -9 -10 11 12 -1 -8 -11 16 17 18 -5 20 -4 -22 24 -24 28 26 27 -26 29 -21
right_child=-2 -3 4 15 -6 -7 13 8 9 14 -12 -13 -14 -15 -16 -17 -18 -19 -20 22 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0018545487574030649 -0.0013271788453472167 -0.0018361006021731475 0.0022197753138963757 -0.011353816750699828 0.0041517566807709322 0.0067013602711854907 -0.016813805423541182 0.00047374058981427755 0.053850573980820243 -0.0098334093242398932 -0.031383928773828056 -0.009322712841703747 0.019682548834917341 -0.00484140054452987 -0.040936490443223755 0.0061935690267467718 -0.005656832764990391 -0.013003700705929584 0.044252564117070098 -0.0091981251744607893 -0.00091274634410959529 -0.010307307802224552 -0.003931328894905225 0.041832226253152187 0.00096635888051696105 0.016188057507113173 -0.00032519723240968443 0.0084619586269566432 0.0023230039957508734 -0.00034153600353680901
leaf_count=13912 109090 41024 8313 101 19512 2230 2257 3798 89 5276 370 2449 1101 8998 355 7049 4369 178 230 5620 7604 6502 8944 119 7452 1532 11743 10374 37198 34142
internal_value=0 0.00407281 0.0117851 -0.0255291 0.0220168 -0.0523561 -0.065814 -0.0318617 -0.115828 -0.208715 0.0182493 0.0289757 0.0592174 -0.145196 -0.22745 0.0562077 -0.0551958 0.333022 0.594512 0.0133448 -0.0465148 -0.109493 0.022984 -0.0656215 0.0312595 0.0754051 0.0632657 0.109527 0.0125877 -0.0243533
internal_count=361931 252841 211817 52762 159055 40835 38605 27350 9518 5720 17832 17462 15013 11255 5631 11927 4878 509 331 139543 22419 14106 117124 9063 108061 31101 29569 17826 76960 39762
shrinkage=0.05


Tree=3982
num_leaves=31
num_cat=0
split_feature=800 272 1377 1256 830 432 210 1104 14 1041 223 4 83 1047 902 981 135 283 355 551 503 1459 1469 1449 1470 1463 1464 1458 1450 1458
split_gain=11.0426 14.6253 19.4303 15.7164 21.5344 20.8335 16.5908 15.3734 20.1853 14.9972 16.9432 14.9522 14.7635 14.6137 21.2094 17.4879 18.4473 17.8562 18.2103 16.3199 18.8963 15.8963 21.2472 23.8945 28.4041 28.2283 32.3346 26.3179 39.0072 26.0206
threshold=-0.57812715656594349 1.6568181847307961 -1.0606629817441902 0.88958023287349841 0.24692785966361161 -0.10140367394173673 -1.2290970633523346 0.47962779249154169 -1.2510909841154254 -1.0041124402330797 1.2667750760314764 -1.0137798421827477 -0.52387578958345038 2.8162032343233889 3.1779010391057674 1.5830758001197096 -1.3946603837892411 1.9835535436635623 -0.44121942039706996 -0.38003022989205015 0.8395526494442257 0.49900387419946662 1.6281699339176801 0.056779638561053621 1.0000000180025095e-35 0.49140614438290092 -0.1219094853058012 0.27516565626892492 1.1911932593428711 -0.51735096401482072
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 6 -6 -5 -9 10 -4 -7 -8 21 15 16 -15 -18 -19 -17 -21 -2 23 25 -25 -23 29 28 -28 -27
right_child=13 3 9 4 5 11 12 8 -10 -11 -12 -13 -14 14 -16 19 17 18 -20 20 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0024182622387830138 -0.0010932581211309754 -0.0066098760550425718 -0.0020027302261729821 -0.015599875384159356 0.068071267218276901 0.060943411113175028 -0.025978580577727391 0.1097190191809778 0.0064840397161109679 0.0030746199704653129 -0.028710361745618026 -0.021379310254214259 0.045776294414308381 -0.024957256672002385 0.052494439286076201 -0.0003693874323336771 0.0026609160273151707 0.085742135769926495 -0.0092141586033086999 0.051007209776256918 -0.034219648277743653 0.0056637210886944841 -0.014563164758239456 0.00023939266967670369 -0.011301525148533257 0.018402867077665006 -0.0097748320710073743 -0.020192344372720231 0.023051622965626385 -0.0010282715162097792
leaf_count=13761 229009 7283 3536 647 180 39 75 29 177 46025 408 188 85 473 132 193 2441 53 56 212 45 22683 1263 21121 3313 1149 2226 1729 527 2873
internal_value=0 0.0213834 0.0317263 -0.0805018 0.157186 0.515913 0.864579 -0.105535 0.459009 0.0509807 -0.089474 -0.102656 0.324042 -0.0104742 0.137088 0.102005 0.0300816 0.095045 0.988344 0.483233 0.811829 -0.0124406 0.0214971 0.0277862 -0.0251408 0.0704209 -0.0418966 -0.181985 -0.0367509 0.100611
internal_count=361931 72433 63730 8703 1420 567 340 853 206 49969 3944 227 160 289498 3605 3473 3023 2550 109 450 257 285893 56884 55621 24434 31187 8504 4482 2753 4022
shrinkage=0.05


Tree=3983
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 497 498 1104 597 1467 714 588 906 588 689 421 290 1443 513 746 1241 1452 1470 934 759 852 923 1452
split_gain=22.5247 22.2471 20.973 26.4061 26.7506 19.5832 42.4868 18.9351 26.0321 19.6058 18.8231 19.2167 20.5282 37.2995 32.5081 26.7173 25.2672 24.2969 22.5669 23.8132 22.3068 27.4957 26.1401 21.0979 34.0495 22.2319 21.6962 20.5362 23.6753 22.4636
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.13067971497466105 1.69116793757109 0.63515767152532354 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 0.71188872395471614 -1.1110989058077336 2.6287012352426902 1.979635823759073 1.3123186738111605 1.0454229551509682 3.6288968102052546 -0.67919258870259713 0.79547082264194502 1.1605466117522381 1.0000000180025095e-35 -0.43806006575711359 -0.22706799479215015 -0.86449023226567734 3.3900475580725948
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 7 -5 6 -3 8 -4 -10 11 12 15 14 16 23 -14 18 27 -20 -15 -22 -23 25 26 -2 -25 28 29 -18
right_child=1 5 3 4 -6 -7 -8 -9 9 -11 -12 -13 13 20 -16 -17 17 -19 19 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.3004612342321309e-05 7.7283816607650097e-05 -5.0088546196039358e-05 -0.00030681635026440153 -0.00011628945432284157 9.7189122525745064e-05 -6.3324030101484082e-05 0.00037659184689950925 5.1419725167088179e-05 7.747883851341256e-05 0.0014371156970919229 0.00022705468487487521 0.00014180325054780236 6.283760041475079e-05 4.1669112878874247e-05 -9.9890539556792075e-05 -9.2348480058997346e-05 -0.0003372599838159126 -0.00044143162384021136 0.00017974038062201512 -0.00029003095411842065 0.00039950239315116558 -0.0016240347386317711 3.7952155018750242e-05 -3.2496354524481903e-05 0.00082075276996637755 -3.5778131113660899e-05 0.00022965170878778363 -1.2711024251530701e-05 -7.1064725728560738e-05 0.0011776855056398348
leaf_count=29559 17058 4821 2623 3371 21461 93730 1384 1899 198 53 1237 3115 13647 6941 45400 9073 2659 992 3253 649 1501 55 141 2769 312 19114 3442 40464 30970 40
internal_value=0 -0.0204915 -0.00931747 0.0448005 0.0723802 -0.0542346 0.0745961 -0.110502 -0.235487 0.403199 -0.0180606 -0.0200364 -0.0231187 -0.0371872 -0.0474659 0.016143 -0.0239423 -0.0401306 -0.0361747 0.118518 0.0954408 0.309559 -0.410139 0.0408408 0.157095 0.0181868 0.118773 -0.0460099 -0.0905725 -0.311014
internal_count=361931 332372 232437 29605 24832 99935 6205 4773 2874 251 202832 201595 198480 146712 138074 51768 92674 79027 78035 3902 8638 1697 196 42695 6523 36172 6211 74133 33669 2699
shrinkage=0.000980392


Tree=3984
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 1002 209 647 590 728 350 306 641 718 833 1246 572 635 427 908 1187 434 20 1045 145 428 981 1109 1117 982
split_gain=24.0669 21.0746 20.8304 21.4517 21.5324 18.9618 20.1166 18.6319 41.7499 17.8712 17.4894 21.3152 20.6794 18.4904 25.6585 22.5255 20.4102 20.4618 22.1394 19.6889 19.4611 19.0307 21.8691 18.6341 18.5828 17.7999 18.7871 17.4155 17.4036 17.3349
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 0.69854289147193727 0.23696906566319156 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 1.7690287660176487 1.5919315457291203 -0.73270239001473869 -0.42905562516648382 -0.21442651047449759 0.38404403445941854 0.379508231891102 -0.91879677167174145 -1.1991617827164551 -0.85260503279661171 -0.75598409224599872 0.21130025603060362 1.3686507492856552 -0.16669574281094071 -1.3649002260363143 -1.2591097148690287 0.48144857586768636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 10 29 -6 -7 8 -3 -1 11 -4 -13 14 15 -12 19 18 -18 20 -15 22 -17 -19 -20 -16 -27 -14 -10 -5
right_child=1 7 3 4 5 6 -8 -9 28 -11 13 12 27 16 25 21 17 23 24 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00011500952456142359 -2.0855510785584598e-05 -5.2130255687763629e-05 -0.00015415424816793465 -1.6772949833579098e-07 0.00023102782491612409 -0.00039613546089025363 0.00020508633616284912 -6.3117021978887906e-05 -0.0006924889237251967 6.2204049541240592e-05 0.00011793702010152004 0.00017298838726557882 0.00059171766220852821 -7.4359313523520294e-05 0.00034594674883952795 0.0016764335334268573 3.6473865987979705e-05 -0.00055282224787553337 0.0008567694913985299 -6.4959257764278617e-05 0.00051098164808875072 -7.245171706898614e-05 4.2497930389885255e-05 -6.5319793500248724e-06 -1.6426300453243111e-05 0.00053965008070256521 -0.00099456656382487687 -0.00020825335615884082 0.00042071951914086599 -0.00063246526776875251
leaf_count=3396 190291 4821 6553 1018 5339 480 482 93730 93 26163 4080 2409 139 331 1358 53 1057 368 300 519 1299 12640 115 1439 161 54 91 1585 1291 276
internal_value=0 -0.0214376 -0.0105644 0.0333087 0.135379 0.185841 -0.087842 -0.0542781 0.0713689 0.0450802 0.00914825 -0.0694741 0.0508959 0.0407739 0.00713112 -0.0178191 0.150343 0.0401795 0.225918 0.307571 0.416059 -0.0642732 0.688122 -0.118815 0.593032 0.275099 -0.425102 -0.142694 0.378249 -0.120912
internal_count=361931 332372 232437 42146 7595 6301 962 99935 6205 29559 34551 10686 4133 23865 18391 16888 5474 3325 1518 2149 1630 12808 168 1807 461 1503 145 1724 1384 1294
shrinkage=0.000980392


Tree=3985
num_leaves=31
num_cat=0
split_feature=526 3 15 2 979 1242 18 152 503 1298 982 426 846 1036 634 758 141 5 176 429 1034 974 569 82 484 786 1466 1051 294 572
split_gain=11.0933 16.4485 17.0622 14.83 18.6729 23.3299 15.5139 17.1362 17.6342 16.8758 14.7441 15.4186 14.558 18.3081 14.5292 13.6669 14.3163 14.7972 13.6161 16.3954 16.0333 18.268 18.0241 15.9913 21.3256 18.7814 18.5377 16.0473 15.832 14.5715
threshold=2.3757057381457001 -0.88398020272593125 1.4488028212784896 1.13527496619426 1.3951372036525076 -0.87382699986152723 1.4241633932344298 -1.0040588977365792 -0.4394553748354148 1.0000000180025095e-35 -0.49637147031497558 -0.71796865875179916 -0.59417419860780807 -0.57023794902161828 -0.31877869496205774 -0.1354147541679151 -0.049420164096162768 0.3234442552076599 1.0000000180025095e-35 -0.50143549234962026 0.66263014131316267 -0.044382989333026333 2.5370282988099784 0.43849300096560467 -0.72234073428602907 1.0000000180025095e-35 -0.44370357931506943 -0.19151278149074338 -0.49794448949555309 -0.71917039317989828
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 -3 6 -6 7 12 9 10 -9 14 -5 -14 -12 16 -11 -18 19 20 22 -22 -2 25 -25 26 -20 -26 -23 -21
right_child=1 3 -4 4 5 -7 -8 8 -10 15 11 -13 13 -15 -16 -17 17 -19 23 29 21 28 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-8.9610086097956026e-05 -0.0052420431731222995 -0.0099505794758728196 0.058568802295564382 -0.025919785764093251 0.18167921393318823 0.027114489028623408 0.086792493629205866 0.10942338786080077 -0.028345068281585891 -0.047556440228030177 0.12568296884112634 -0.047688360449935359 0.11738664541871238 0.018407051896560767 -0.011873468709542631 -0.05979150221478248 0.11584258525779963 -0.026433224915925951 -0.010920550034916982 0.0095747883552138851 0.072358852730809956 -0.060110870062867562 0.10829740752511352 0.12105822209408966 -0.042925346000542305 -0.039405507839332027 0.044599997821807798 0.058040765154798613 0.046453798134817842 -0.021760558502524993
leaf_count=349156 793 7821 96 80 20 76 46 45 563 42 22 44 44 107 25 106 24 20 265 407 132 65 22 46 73 173 256 80 58 1224
internal_value=0 -0.0884905 0.0811642 -0.152639 0.13896 1.24034 0.0262918 -0.0401839 -0.226044 0.271956 0.951543 0.34295 0.66147 1.10986 1.24874 -0.316318 0.370458 1.22307 0.0434232 -0.0648749 0.226008 0.813961 -0.00625107 0.357114 1.05579 0.134601 0.395507 0.427165 -0.053772 -0.254054
internal_count=361931 12775 3690 9085 1264 96 1168 1122 891 328 136 91 231 151 47 192 86 44 3594 2701 1070 255 815 893 199 694 521 153 123 1631
shrinkage=0.05


Tree=3986
num_leaves=31
num_cat=0
split_feature=1442 567 1392 1303 452 846 1110 96 913 699 1035 425 477 851 622 1038 220 1 358 500 789 1049 1105 1427 1039 1307 1387 208 906 704
split_gain=11.0897 22.676 22.3153 23.3518 21.6318 24.6851 21.3083 20.2375 18.7882 20.2703 20.0978 23.0857 18.8429 17.7671 22.7699 19.1667 24.1938 21.8978 19.8167 22.464 21.3 19.4751 24.7991 19.1491 18.5974 17.4697 17.8859 17.5758 20.1463 21.1285
threshold=-0.36318025971450862 -1.8651459862432336 3.0243454669273118 1.0000000180025095e-35 1.0000000180025095e-35 -0.55574562639337632 -0.66973538035019786 1.0000000180025095e-35 3.0859609013182498 -0.2738104989763408 2.1277143586454055 0.43579770115680611 -0.61860042855786568 0.68308976018130074 4.7633794122928652 -0.31263854322913437 -0.10393784107627768 -0.63022393466127358 -0.62915249065329748 0.14723737986117319 1.1248358748350926 -0.6383868615729803 -0.83015416798474806 1.3914382567499328 -0.94293716748487044 0.75817053060304118 0.1832301382151971 0.37910022802411286 2.4630336642944211 -0.33500127984459543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -4 25 10 -10 -5 -12 -13 14 -3 16 23 21 -17 -20 -21 22 -18 -15 -25 26 -6 -28 -29 -30
right_child=1 13 6 8 7 -7 -8 -9 9 -11 11 12 -14 15 -16 18 17 -19 19 20 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.0018870947245135416 -0.0090813172343127777 0.00076182162180286265 -0.044671451457416071 -0.0044601776644019571 -0.0014354768745660159 -0.0032846468722819359 0.0447197597657676 0.0078029846537471586 -0.0048896976547932458 0.04518321476349605 -0.00022936857315480823 -0.0072896576641354426 0.04412941871724383 0.0048506353089108369 -0.034780900659604645 -0.015734422158333008 0.045026461007136566 -0.01112614601972774 0.00092657806218198737 -0.0080655966589399143 -0.039436896889306253 0.023737836097198442 -0.030297677258117769 -0.067887779870049861 0.034855130516347137 -0.0050735518730218032 0.0037409318731978338 0.01595266265465611 -0.020567235989581358 0.13650250779739398
leaf_count=21761 4421 202291 83 45117 5589 39315 245 8372 255 232 1494 185 376 3722 449 2505 77 2703 5316 3116 328 506 296 40 437 6995 4029 1616 28 32
internal_value=0 0.0055611 -0.0223953 -0.0240167 -0.000856629 -0.0268635 0.628148 0.0576642 -0.0717958 0.407425 -0.0774863 0.174428 0.60057 0.00837247 0.0144151 -0.0608888 0.0333382 -0.110946 -0.120601 -0.0716346 -0.221264 0.206453 -0.244876 0.160239 0.591039 0.0106316 0.0633013 0.159869 0.370272 1.76148
internal_count=361931 226207 135724 135396 87737 61076 328 26661 47659 487 47172 2055 561 221786 202740 19046 7781 3582 11265 8760 3444 879 373 4199 477 18289 11294 5705 1676 60
shrinkage=0.05


Tree=3987
num_leaves=31
num_cat=0
split_feature=21 898 1030 557 883 1326 492 355 156 1466 536 770 1309 1323 292 1053 1025 218 427 153 619 810 87 554 218 154 428 1117 1032 1162
split_gain=11.135 11.8507 22.0198 18.6255 19.2303 19.1908 19.1104 17.9967 18.6664 20.4263 20.8322 20.8016 18.952 19.578 19.714 18.7322 18.0533 20.1501 17.9118 20.812 19.4138 17.8884 17.3359 17.0086 17.9477 20.6821 16.8627 16.4168 16.3749 16.3587
threshold=-3.2545899522946695 0.023481522340548951 2.7042904249467168 -0.28003222873004341 1.0000000180025095e-35 2.2049605463564701 2.8428304561714501 -1.3593110371366532 -0.58038445918863546 0.51364500316626394 1.370997289229714 -0.98923115617770196 2.8990420927863876 0.59140349331620057 -0.7543500144681482 -0.85624993758628121 0.77266072190293822 -0.017361588942044561 -0.88832244354913958 -1.0438685730352339 1.0000000180025095e-35 2.8629496011305755 -0.89335212614203463 2.3470393691643809 0.49229237337621479 -1.0481888086683067 -1.3300463349032727 -1.0144413735295317 -0.7386519870112136 4.3075970578448919
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 4 22 21 7 -5 9 10 11 -9 13 -12 -15 -11 23 -18 19 -4 -21 -6 -3 24 -13 27 -2 -26 -7 -28
right_child=1 3 18 6 5 28 -8 8 -10 15 12 16 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.014060069913596991 -0.0043973571630558034 0.0086105443997120164 0.02311753377098542 -0.01155948117559058 -0.0059079672142262124 -0.019192795004402768 -0.044878152701800199 -0.010432142425762294 -0.00071451052626638509 0.030358923976834346 -0.0074430387736360154 0.0024906758231794165 0.053097936603519552 0.027624182709002933 -0.056318319527600927 0.0077841653878278879 0.0080832085831914584 -0.015544491790677302 -0.0092228168304236465 0.0035796968182779292 -0.031958082934011561 -0.043311905598390578 -0.0018682657522614773 0.0380648426106426 0.058231276506295518 0.016329146259360602 0.0007141922631854012 -0.035672058010774894 0.034015393214324785 -0.035376059599884428
leaf_count=716 12166 2779 684 2184 23286 148 192 1779 55358 542 1241 5788 46 48 261 2739 1081 1231 7697 1380 367 345 26690 218 33 2640 209528 187 267 310
internal_value=0 -0.00407584 0.00546804 -0.0234493 -0.0607426 -0.114549 0.000160788 0.00180424 0.00777833 0.0748757 0.0342512 0.0653931 -0.234201 -0.290651 -0.846941 0.236032 0.0993895 -0.101333 -0.119965 0.0849528 -0.0850155 -0.124868 -0.0171596 0.144668 0.12765 0.273842 0.00955629 -0.441756 0.392208 0.0137152
internal_count=361931 361215 232132 129083 53515 24046 75568 75376 73192 17834 14553 12957 1596 1550 309 3281 11178 2312 10128 2431 1747 23631 29469 8866 8648 2860 222004 220 415 209838
shrinkage=0.05


Tree=3988
num_leaves=31
num_cat=0
split_feature=677 878 1458 192 696 1395 766 561 0 969 792 809 933 858 572 1210 359 829 5 359 196 654 1171 626 697 1174 1459 353 486 1130
split_gain=11.086 28.2533 29.9818 23.5855 30.4122 26.8185 22.2274 20.3513 19.9148 20.8273 18.772 24.5679 19.374 19.6146 23.5838 21.8985 23.0569 19.1047 18.833 21.3976 18.6555 18.434 20.0081 19.0422 18.3574 18.2879 18.2203 20.8507 19.0152 21.6415
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.6054386111478895 -0.43085510457888271 0.32260239757776382 0.03247274829881288 1.2625121106897048 0.55894040826437752 0.52345370665188129 -0.30663255040110932 1.0000000180025095e-35 0.66649192610754393 0.68806224955729689 1.0825608069246189 2.7706159466916098 0.3802368736872318 0.86349752621181197 1.3510217695864444 -1.1304662581025215 0.25092103090845547 2.8514829508106252 2.1031908482322286 0.30028666319685293 1.3771215465468696 1.1619952117848109 2.0366252693982427 1.7875054154017418 0.73212667485850347 0.23656070193098003 -0.87343702765667508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 20 8 -6 -5 -10 21 12 13 26 15 -15 18 -14 19 -17 -1 22 -2 -24 -23 -25 -12 28 -28 -30
right_child=10 -3 -4 6 7 -7 -8 -9 9 -11 11 -13 17 14 -16 16 -18 -19 -20 -21 -22 24 23 25 -26 -27 27 -29 29 -31
leaf_value=0.0023720434061142441 0.00049954092441336728 0.00033639994293613908 0.012836597990792798 -0.0028292868372970128 -0.01036263737929595 -0.0093152133666364878 -0.01155758124854517 -0.027388180713290231 -0.0032301933580935029 0.0075696400667843418 0.0013482357979996262 -0.0037077580006523434 -0.0020756798712214747 -0.0083277146879344229 0.031301639566565925 0.028334917072063009 -0.018062723810842882 -0.01645379078011347 0.0061030549887155124 0.13950301241711816 -0.052979620612223548 0.013688890902016679 0.0038994140072837686 0.020287897075036206 -0.0127768364752202 -0.083245519971351822 0.011521673224178727 0.024442332105238104 -0.074865180244417712 -0.0036586243254881686
leaf_count=10058 65453 89554 1674 31411 6200 9141 5938 2671 5887 7617 58324 23496 14205 6452 234 139 457 1452 1759 27 180 2478 12278 1088 422 23 1645 757 51 860
internal_value=0 -0.0189524 -0.0604063 -0.0697185 -0.13998 -0.0759122 -0.0356826 -0.287468 -0.0185676 0.0671763 0.00773028 -0.0112064 0.00660842 0.0225127 -0.0759476 -0.0949585 0.0828056 -0.0647312 0.187909 0.90388 0.0323589 0.0340425 0.0272791 0.103553 0.206909 0.369227 0.0367803 0.18899 0.0948712 -0.154579
internal_count=361931 170331 80777 79103 28250 19379 50853 8871 44915 13504 191600 109858 86362 70705 9068 8834 2382 15657 1925 166 10238 81742 78842 13389 2900 1111 61637 3313 2556 911
shrinkage=0.05


Tree=3989
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 1469 21 479 1358 21 1028 497 498 1104 647 590 749 501 913 84 560 889 981 1459 1321 570 15 909 447 900
split_gain=22.1063 18.2151 21.9611 25.6272 27.2414 19.323 23.0434 20.879 20.5178 21.4863 20.4183 18.7907 25.6927 19.7606 18.7304 42.8999 18.6371 18.9866 18.3821 20.1766 19.5322 18.2145 20.3358 18.1033 17.9866 17.4214 18.0668 19.9239 19.5059 19.549
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -1.0588145806293296 -0.13431221002227373 -0.37854602687012912 1.0000000180025095e-35 4.5933813388752975 -1.271019091203941 0.13067971497466105 1.69116793757109 0.63515767152532354 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 -0.16770715155841495 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 1.3149075955530187 2.543085592592472 0.82740062652824753 0.33406323204304156 -0.4998781572545779 1.9016026118134437 -0.21963219460843428 0.59972846529787971 0.41331674494487913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 11 18 6 7 16 -7 -10 -9 12 -4 -14 15 -3 -2 -18 20 -20 -5 22 -8 -19 -23 26 27 -16 29 -29
right_child=1 14 3 4 -6 8 21 10 9 -11 -12 -13 13 -15 25 -17 17 23 19 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.3626718131812173e-05 0.00023849147444647328 -4.9211289517361155e-05 -0.00030258831645893659 -0.0004066450348841957 9.8456836871114678e-05 -5.8687084298100133e-05 -7.3339514605827511e-05 -0.0002283399306906884 -8.7101714881368178e-06 0.0010009411033680038 5.6350089449452247e-05 5.4448015977095011e-05 7.6088836257088459e-05 0.0014418343205551166 -8.6461563904089396e-05 0.00037976711389288008 0.00014376772568942369 -3.8026269353983147e-05 0.00036376309213089056 -0.00073032388141142936 4.9651890948296987e-05 0.00028448708561075768 0.00058474708200708617 -0.00065336128061551561 -0.00033911480471914099 -8.50647254240024e-05 0.0002643503812996995 -8.859375263035513e-05 0.00021339388999479084 0.00012707877265917764
leaf_count=29559 4540 4821 2623 676 21461 67524 11643 2064 105251 76 5533 1899 198 53 17664 1384 2958 1205 107 458 2130 1250 199 288 301 61493 1214 6831 2792 3736
internal_value=0 -0.0192989 -0.00918658 0.046231 0.0734122 -0.0181391 0.0323259 0.0872535 -0.0281866 -0.00780432 -0.0059408 -0.106917 -0.231566 0.403306 -0.0498796 0.0761758 0.151993 0.0519952 -0.119463 -0.515388 -0.0471807 -0.0339743 -0.0626515 -0.153871 0.187565 -0.0600308 -0.0119279 -0.025187 0.0432361 -0.00723803
internal_count=361931 332372 232437 29605 24832 202832 29981 16588 172851 105327 7597 4773 2874 251 99935 6205 8991 4451 3371 565 2806 13393 11842 1493 1551 93730 32237 31023 13359 10567
shrinkage=0.000980392


Tree=3990
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 727 382 791 858 927 892 836 691 930 1097 912 592 1324 428 789 556 399 910 695 858 766 924 813 675
split_gain=21.5832 17.6048 24.8116 26.7899 26.6468 43.6708 23.4828 24.1775 23.0419 28.8233 25.0136 23.3014 22.9283 22.0941 21.5732 24.6416 24.2133 24.6703 23.3935 21.2219 20.1235 20.0318 20.0137 20.0033 21.1197 19.8576 19.8152 19.5735 19.5525 19.5367
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 1.0342428102238199 2.4283205456421384 0.29073615932568342 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 2.0883641899847656 -0.99270919937965674 1.1248358748350926 -1.1872183965669325 2.1487506720385596 1.595931724233711 1.0566345176742331 1.0825608069246189 -0.45228654518479167 1.8999064755685127 2.1641256470006294 1.3006397995630099
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 8 -6 -3 20 28 11 -11 12 13 19 15 16 -2 -18 22 21 -8 -10 23 24 -16 -7 -27 -5 -4 -21
right_child=1 6 3 27 5 25 7 -9 9 10 -12 -13 -14 -15 18 -17 17 -19 -20 29 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.5074751223812969e-05 4.4725129101511209e-05 -4.2504340721787805e-05 -5.5899081619592793e-05 -8.0922592115061757e-05 -8.4041913831959686e-07 0.00027087367842444914 0.00024065775666664272 2.4971673806201105e-06 0.00057173434452918118 5.6625981411775341e-05 0.000313261621655611 -0.00021316863551224183 0.0019396813119629658 -0.00011470262950471005 -5.8343200094712772e-05 0.00015746773782263204 0.00032173774228260013 -0.00035315682758517674 0.00029515971718447318 8.9805362376453265e-05 -5.4034859611850652e-05 -0.00028514551454831828 -0.00047040094293178462 0.00015031802968021749 0.0001799169732320663 0.00011956104176933887 -0.00072587865552362649 7.3343278669755693e-05 0.0001003107580299464 -0.00012998768994509338
leaf_count=29559 15564 9447 94773 79939 18652 4493 5244 5700 161 9918 2066 4238 26 8463 26613 8719 314 1720 1045 14638 1127 2245 464 3009 1735 375 191 5325 3837 2331
internal_value=0 -0.0171135 -0.0222258 -0.0332857 -0.0170602 0.0522784 0.0414757 0.100162 -0.0298403 0.0157583 0.109174 -0.0242362 -0.00190914 -0.00430005 0.0192733 0.0682599 0.0151271 -0.233981 -0.0194407 0.036235 0.188997 -0.211072 -0.0309281 -0.0236596 -0.0423833 0.2279 -0.149603 -0.0719683 -0.0497424 0.0603592
internal_count=361931 332372 310854 251671 166407 23711 21518 12071 142696 44086 11984 32102 27864 27838 59183 26317 17598 2034 32866 19375 6371 2406 31821 31357 28348 5059 566 85264 98610 16969
shrinkage=0.000980392


Tree=3991
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 858 927 892 836 727 382 691 428 1452 1470 1182 704 1469 789 858 506 689 689 508 620 491 728 150
split_gain=19.2182 17.7694 24.8928 27.7449 28.5509 47.7074 24.4244 29.0561 25.1329 23.3681 22.8412 22.5872 23.3456 22.2448 21.5677 21.4662 36.1837 22.4021 28.0034 21.358 21.2736 20.8432 20.2484 20.0557 23.6825 25.0254 21.1767 21.5836 20.2256 19.9823
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 1.0342428102238199 2.4283205456421384 1.0000000180025095e-35 1.0000000180025095e-35 0.29073615932568342 -1.0211593192430943 0.4926003403048807 0.82151526813113451 -0.58508475642836089 -1.3107275758329808 1.6911153983873026 1.1248358748350926 1.0825608069246189 -0.86624783496930458 0.72022076402865742 -0.4288425582216272 0.93928964529742032 0.88084169889549835 0.82498920141556809 -0.90320472132347296 -1.1769467878382101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 6 -6 -4 9 -9 10 13 -3 20 14 -8 23 19 18 -18 22 -13 -7 -17 24 -2 26 27 29 -27 -26
right_child=1 11 3 -5 5 21 7 8 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=4.0232250548025168e-05 -6.5104242131265171e-05 -4.1961187902775262e-05 -5.086246509112577e-05 -7.2566291940311982e-05 -1.9694309536096563e-06 0.00028063740659614952 -0.00022131429296656538 5.662451157103007e-05 0.00031376073909048793 -0.00021368939019166902 0.0019342715148249717 0.00023838506943511966 1.9644518751361152e-06 -0.00011533743377357509 5.7988698487904588e-05 0.00036024765400762796 0.0011617337070243593 0.00069642420513171561 -0.00014731041635395947 -0.00073810456431338037 -6.4524910600950554e-05 -0.00014699131601615838 4.0571507918495906e-05 -0.00010812182513588653 0.00037808918173812392 0.00021268294622121917 -0.00015207532241862709 -0.00013188780885530602 -0.00062808683909608193 6.0628469626682333e-05
leaf_count=29559 12265 9447 98610 85264 18652 4493 2229 9918 2066 4238 26 5244 5700 8463 17146 914 83 683 401 267 1127 566 10691 8709 1248 4632 3354 2521 138 13277
internal_value=0 -0.0184909 -0.0236221 -0.034691 -0.0181877 0.053531 -0.031408 0.0155167 0.109272 -0.0246122 -0.00226487 0.0403414 0.0978747 -0.00465021 0.0360078 0.0179159 0.0964666 0.459255 0.10126 0.0590427 0.18513 0.236805 0.0699315 -0.00607344 0.0159802 0.0558915 0.0184298 0.0504221 0.193574 0.0866595
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 11984 32102 27864 21518 12071 27838 19375 59183 13039 1167 484 11872 6371 5059 11605 46144 37435 25170 20400 17046 4770 14525
shrinkage=0.000980392


Tree=3992
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 497 498 1104 597 913 84 560 1469 1466 1451 613 1107 77 21 978 1452 1358 339 1324 1230 6 75 1449
split_gain=19.0659 18.1761 20.0109 25.5275 26.6981 18.8041 42.0444 18.7646 25.4592 19.6199 18.7108 18.4375 20.3606 19.5737 18.2055 21.2475 27.2158 26.0828 24.2766 23.9859 21.0915 20.5004 20.4191 18.67 18.0735 19.5697 20.7992 18.8629 18.7853 20.0681
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.13067971497466105 1.69116793757109 0.63515767152532354 3.1596628491584919 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 -1.0588145806293296 -0.22241172008597768 -0.0066164517430368063 1.3156155531097407 -0.86843805286895204 1.0713809910298406 4.5933813388752975 0.01216927551948224 -0.1014882148136543 1.0000000180025095e-35 0.2268407935972768 2.0264790180449324 -0.92106560951488936 -0.48701253390175764 -0.46875454508351588 1.4881733406667772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 7 11 6 -3 8 -4 -10 14 13 -13 -5 15 17 19 24 -19 -17 23 -18 -20 -16 28 26 -26 -28 29 -2
right_child=1 5 3 4 -6 -7 -8 -9 9 -11 -12 12 -14 -15 20 16 21 18 22 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=4.0717273977162975e-05 6.5212739314181271e-05 -4.6290611882170534e-05 -0.00030292734780632344 -0.0004063052740497765 9.7183326980892633e-05 -5.7356564602794548e-05 0.00037861011770594637 5.3672056824228852e-05 7.3771044209097384e-05 0.0014349760122073117 0.00022829071938203262 0.00036890421148956954 -0.00073110869239087191 5.0728764440698662e-05 -5.7916923217336515e-05 -0.00018393687649747103 -2.2814385253211621e-05 -0.00019956862251362955 0.00019695148315271107 0.0001446048164592142 0.00089172843354450027 0.00020398552336229998 0.00070230635132323286 -8.985003121891598e-06 -0.00028786782753480167 -0.00055418807991035183 5.0316510471153626e-05 0.00036885894904092946 -7.5550151692939778e-05 0.00057005494855764927
leaf_count=29559 2963 4821 2623 676 21461 93730 1384 1899 198 53 1237 107 458 2130 67044 6030 5060 406 734 1140 90 2604 660 104723 412 181 1488 2184 5519 357
internal_value=0 -0.0177504 -0.00764548 0.04526 0.0723886 -0.0483247 0.0780837 -0.107639 -0.232243 0.399969 -0.0161995 -0.118642 -0.515283 -0.0462111 -0.0181732 0.0310588 -0.0274803 0.0889932 0.336294 -0.127546 -0.0279653 0.0597969 0.456016 -0.0286795 0.0554979 0.174569 0.204858 0.254591 0.000764191 0.127813
internal_count=361931 332372 232437 29605 24832 99935 6205 4773 2874 251 202832 3371 565 2806 201595 29738 14834 14904 1800 7170 171857 7664 1394 171767 13104 4265 4084 3672 8839 3320
shrinkage=0.000980392


Tree=3993
num_leaves=31
num_cat=0
split_feature=50 56 1470 729 928 1149 1368 1037 696 774 636 967 7 565 1006 1000 708 977 809 483 1392 1046 358 796 276 132 506 9 292 357
split_gain=11.4206 21.0214 15.1842 15.0476 16.8419 19.3737 22.5254 20.0852 21.426 17.2096 16.5702 16.9402 17.3048 16.3163 19.182 17.398 19.3719 19.2234 17.7233 19.6179 18.1905 18.2935 18.1791 18.2742 17.1249 16.9065 16.7655 16.468 17.2705 19.808
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 0.75637635299260908 -0.52992354128753727 1.3094460619852766 1.4015214112945762 0.83919498955212257 0.28684959584093062 -1.1108254163926679 2.4129057422810987 1.4170778690582806 -0.78645701541422419 -0.65725555965994575 0.50454039910744231 -0.55482136051544784 -0.74372370600007798 -1.534897157701921 0.66649192610754393 -1.6700579310917905 -0.972364225877835 0.92555223636877326 2.3913472486539082 1.0000000180025095e-35 -1.7992513376678743 1.6408009969980639 -0.86624783496930458 0.71402713168984033 0.41290585482288328 -0.30291323520394875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 13 7 8 -7 -9 -5 12 -12 14 27 17 24 -15 25 -20 -21 22 23 -22 -17 -18 -19 28 29 -2
right_child=3 -3 -4 10 -6 6 -8 9 -10 -11 11 -13 -14 15 -16 16 18 26 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032779121846268446 0.010630546813822653 4.7672376873859282e-05 -0.0036010644288278653 -0.001462612879048206 9.3563010941136721e-05 0.0099963393624161248 -0.022635162995283519 -0.018446996618581509 -0.0052537765702527911 0.019027711618483371 -0.022397886258652702 0.09615169460349951 0.024138093082254699 -0.0062814441582474921 -0.019883620835234334 -0.045526490604979236 0.0036984645748272282 -0.013279287907000697 0.045186368967013897 -0.027350191840270335 0.0067200427099476327 -0.019963947620887584 0.057788198226053834 -0.0080972065623580274 0.0094282718060400908 -0.008423793747795753 0.012498929016221655 -0.011219318983875022 -0.0077641825106688923 -0.0043055469952308851
leaf_count=4567 3089 90457 69525 61422 90957 2933 265 155 1632 2203 155 29 427 1072 882 86 10991 330 89 469 1538 691 49 2284 3805 1695 4663 1808 1913 1750
internal_value=0 -0.019979 -0.0586276 0.00718802 0.019385 0.0540285 0.153815 0.176887 0.0947149 0.334514 -0.0250603 0.351448 0.258206 0.0331987 -0.0509021 0.0583581 0.0304717 0.163469 0.000744437 -0.103416 -0.120381 -0.0826197 -0.0269287 -0.0443523 0.169388 0.044779 0.216898 -0.0197496 0.0296428 0.100798
internal_count=361931 164549 74092 197382 135349 44392 7188 6923 4565 2358 62033 611 582 37204 9442 27762 21697 6065 17806 5120 5031 4562 3871 3822 3891 12686 4993 8560 6752 4839
shrinkage=0.05


Tree=3994
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 746 762 727 382 1256 1452 1470 1182 704 506 689 689 508 620 491 1469 789 858 728 395 150 765 423
split_gain=27.4645 18.7334 24.7629 28.3379 29.7356 46.7553 25.019 29.1175 23.1082 22.635 23.2311 22.2651 21.8584 36.4327 22.0907 27.5132 21.3323 21.0552 24.7433 26.5118 21.0934 21.4185 20.817 20.7583 20.2814 20.2492 20.2259 19.8528 25.3488 20.2898
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.66766320980544069 0.21147417596499959 1.0000000180025095e-35 1.0000000180025095e-35 -1.3494139952004127 0.4926003403048807 0.82151526813113451 -0.58508475642836089 -1.3107275758329808 -0.86624783496930458 0.72022076402865742 -0.4288425582216272 0.93928964529742032 0.88084169889549835 0.82498920141556809 1.5966972016828689 1.1248358748350926 1.0825608069246189 -0.90320472132347296 0.66415532897360485 -1.1769467878382101 2.3725116543357561 1.8383606565487096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 -6 -4 8 26 -3 23 -9 17 16 15 -15 -14 18 -2 20 21 27 -18 -11 -7 -21 -8 -20 29 -29
right_child=1 9 3 -5 5 24 7 11 -10 10 -12 -13 13 14 -16 -17 22 -19 19 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.906126171359939e-05 -6.917509369432575e-05 -4.2934745040926474e-05 -5.3722615479108954e-05 -7.5480046559650113e-05 -2.361167673544053e-06 0.00027717330437705483 -9.2120266700869701e-05 -0.00045038891107798375 7.9520751394720557e-05 0.00023655351995217953 1.3557309509159478e-06 0.00015615782892809256 0.00035311904922871642 0.0011519896137923264 0.00069355111354256168 -0.00014366476189550225 3.9266217564833072e-05 -0.00011335578787834627 0.00037378988350624101 0.0002149678144020102 -0.00015410496892041966 -0.00013370548870840403 -0.00072473549424800332 -6.248737063872582e-05 -0.00014432769633399868 -0.00062623829784558608 6.1151836007133879e-05 6.5789811874706694e-05 0.0006151281659600267 -0.00027659138750864233
leaf_count=29559 12265 9447 98610 85264 18652 4493 22476 380 9039 5244 5700 6711 932 83 683 401 10655 8709 1248 4632 3354 2521 285 1127 566 138 5480 11753 383 1141
internal_value=0 -0.0209948 -0.0262566 -0.0372895 -0.0206208 0.0525467 -0.0340959 0.0133568 -0.0175048 0.0393823 0.0969531 0.135317 0.0151235 0.094336 0.458176 0.102931 0.0568216 -0.0090452 0.0135371 0.0542959 0.015796 0.0476926 0.0277604 0.183971 0.233929 0.195923 -0.0554597 0.0837418 0.0590206 0.0411257
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 36995 21518 12071 7091 59183 13039 1167 484 11872 46144 37435 25170 20400 17046 10940 6371 5059 4770 27956 14525 13277 12894
shrinkage=0.000980392


Tree=3995
num_leaves=31
num_cat=0
split_feature=1166 407 526 705 993 284 570 1177 365 288 21 821 144 704 220 1454 219 21 767 1385 1111 338 1011 1466 146 1451 760 1185 499 215
split_gain=20.942 26.692 25.7291 22.0032 23.5056 21.4201 20.5238 23.3066 19.6742 19.1279 19.9906 30.4223 28.1005 25.3456 23.2512 20.289 22.4467 21.9582 20.4217 20.5656 20.8967 19.9571 19.9512 21.3501 20.638 20.0651 22.762 19.9321 19.7973 21.0815
threshold=-0.94772631485393388 -1.2965003005540392 2.3757057381457001 1.4125972960924511 -0.89727091510114898 2.2801252649837127 -0.71365296546843382 1.1288173896071474 -1.1035687997389785 -0.25705749870285982 -0.32341995197817647 -1.0305144854359449 0.08800726534688233 -1.2175402329576857 -1.4032973606635892 -0.91909735138557946 -0.22868705759701499 -1.2689586617576902 0.067913098157334387 0.69405586870514191 1.0854684334476399 -1.2877342338965787 2.2221924123088783 4.3648409664323795 -0.06749814115398188 3.3497526230728467 -0.55252238153498145 -1.1306509272477581 -0.19520356554257837 1.418659579178706
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 9 -5 -2 -1 -8 -6 28 11 12 -11 -12 -13 16 -16 -18 21 20 -20 -17 23 -15 -25 26 -24 -14 -3 -30
right_child=1 2 -4 4 8 -7 7 -9 -10 10 13 14 27 22 15 18 17 -19 19 -21 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=1.4813304098834103e-05 -8.2238717579822217e-05 8.5494242281859331e-06 -0.00015006288886332261 0.00034621463722784847 -0.00047526623490694206 0.00026292671612571333 -4.784294906473291e-05 -0.00016757625677983498 7.6859788413930635e-05 6.5973150095787063e-05 -0.00022599050296679028 -0.00030661025393720147 0.00037129268576338689 6.1319663907015433e-07 -9.172109934895262e-05 -0.00066038235480712167 -0.00082499350061715786 0.00057822965637347541 3.2309979770612832e-05 -0.00014066683116295203 0.00031307122298065987 0.00014265237694578584 0.00032237134602703722 -0.00095404427632313389 -2.0333185313351364e-05 0.0010732135210744945 -2.646535508664446e-05 -0.00032427935581624736 -8.0935607455965883e-05 9.110907486156104e-05
leaf_count=24454 34528 38296 7769 1480 375 862 64558 15492 9821 3017 2710 836 255 80704 428 178 68 952 11951 2780 1293 14665 1430 228 209 103 1728 3105 34184 3472
internal_value=0 -0.00511572 0.0029645 0.00670875 0.099732 -0.0720428 -0.0472115 -0.0684058 0.0610956 0.00120905 0.0176941 0.0591019 -0.105159 -0.0010535 0.0821796 0.0905464 0.3446 0.515008 0.0789569 0.0261382 0.0610997 0.137626 0.00517806 -0.00205268 -0.4849 0.165067 0.136159 -0.269981 -0.0273647 -0.0642929
internal_count=361931 257427 222037 214268 11676 35390 104504 80050 10196 202592 126640 39528 6377 87112 33151 32315 1448 1020 30867 16024 13244 14843 84402 81141 437 3261 3158 3360 75952 37656
shrinkage=0.000980392


Tree=3996
num_leaves=31
num_cat=0
split_feature=888 623 498 176 1272 761 1326 545 74 702 678 837 1120 428 900 1257 837 21 1325 1452 1449 563 1464 1450 1296 1452 1450 254 1461 1458
split_gain=11.3921 13.3102 15.6177 16.2086 18.9059 16.9762 16.5437 15.3248 15.2966 14.0954 13.9314 16.3476 16.4267 14.2842 16.5808 13.8395 13.6236 16.2376 20.2458 18.1834 21.7128 17.5988 16.4394 17.2124 23.0286 21.5703 22.0746 21.6696 20.2858 19.9938
threshold=1.0000000180025095e-35 2.4730844549491207 0.79213795818024924 -0.66669775957667077 1.0000000180025095e-35 1.2857704521261215 0.048313088805913888 -1.0372938969678034 -1.3821134085201943 0.87120353751891499 0.98573251906422088 -0.10950180125400073 1.0945539852694943 2.5310413608489593 -0.74537767877494243 -0.45253101703792958 0.7451066522233053 -1.6471741456694959 0.68048450291289009 0.85148356494928035 -0.18734254815350851 1.2881083704328027 1.5993600128483978 1.1586251407167096 -0.43652631067203845 0.039474337618497217 1.0417143325709441 0.52656206759154367 4.3587965850032591 -0.41932532347212731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 6 10 -3 -4 -6 -10 13 12 15 -5 -15 -12 17 18 19 21 -21 -1 -19 25 29 -24 27 -27 -26 -25
right_child=-2 2 7 5 8 -7 -8 -9 9 -11 11 -13 -14 14 -16 -17 -18 22 -20 20 -22 -23 23 24 28 26 -28 -29 -30 -31
leaf_value=0.01077627415773794 -0.0022095293259085593 -0.016381414318139619 -0.041461155082421576 -0.0029395867466843594 0.12194527062588836 0.013062433783478614 0.024077018601920422 0.017717093570413473 0.019188525938032979 0.081071583783301746 -0.0084395084264110784 0.0058205834698488628 0.025967871004166504 -0.031885338134216776 0.06588817875889845 -0.073150682819330279 -0.0017519420348159438 -0.00010499574562618659 0.025283630779142176 -0.048335057401732558 0.00075051356204111619 -0.02552735579975092 -0.0035730609491025044 0.024948872508794184 0.02163687238335445 0.010170516180935887 -0.052431925970895944 -0.0044979793290080578 -0.048135173830261745 -0.0065147955019278407
leaf_count=2458 46198 308 75 3244 20 892 242 1236 258 44 51 132 30 35 68 137 62786 227284 695 240 425 220 5537 253 1487 4779 88 1586 48 1075
internal_value=0 0.000395599 0.0981486 0.0431229 0.326991 -0.00992587 0.0533693 0.306815 0.73469 0.602814 -0.0789567 -0.482644 -0.839609 -0.0312153 0.770105 -1.09195 -0.00195658 0.0053286 0.156933 0.0735057 -0.308525 0.158268 0.0030166 0.0734311 0.218845 0.0351365 0.117842 0.131577 0.390324 0.0104188
internal_count=361931 315733 6772 5461 872 4589 550 1311 322 302 3697 350 218 3347 103 188 308961 246175 4038 3343 665 2678 242137 14853 2863 11990 6453 6365 1535 1328
shrinkage=0.05


Tree=3997
num_leaves=31
num_cat=0
split_feature=785 519 728 962 831 872 507 648 816 727 382 789 907 651 1450 392 746 891 1158 743 575 583 725 1397 1452 540 841 225 565 848
split_gain=21.9758 19.4907 29.7987 28.5113 28.8116 27.0055 24.2069 23.6242 23.1087 21.7681 25.8188 21.4531 21.2235 21.1801 21.0993 25.7762 22.3055 23.3005 22.5483 20.7808 20.5623 24.6393 24.9423 20.1957 19.8953 19.6801 19.4368 22.7193 20.0574 19.4175
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 2.0523937188146193 3.0757328524286596 0.65809631222906606 1.8166789435549495 0.98567350059335823 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.6596371626767215 1.1107569744011787 -0.35262914890079794 4.2575473192899809 1.0000000180025095e-35 -0.33672929813836994 2.1589496738409495 1.0000000180025095e-35 0.68932268642900596 -0.55326332990463356 -1.7381742991555973 -0.28172500543858969 1.3895128202463656 0.99026637822014563 1.2259052867616704 -0.29739856060716213 3.2840482159958255 -0.0065174937486439542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 7 -2 8 12 -3 11 -11 26 20 -10 16 17 18 -16 -18 21 22 -8 -24 -6 -7 29 28 -28 -4
right_child=1 9 3 -5 24 25 13 -9 14 10 -12 -13 -14 -15 15 -17 19 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=4.367228019901608e-05 -1.8037093685845958e-06 -3.8336930708008167e-05 -2.8545659595458532e-05 -0.00010241372620288793 6.7597513751488315e-05 0.0002718347298440354 -0.00058269353018850943 5.0528120311007631e-05 -5.0561944947444686e-05 0.00024400759404250705 -1.7977228298099129e-06 -6.0140288977045781e-05 0.00023640851968505149 -0.00016149345152991135 -0.00011481274881001014 -0.0011919512354777661 0.00020092959761405224 0.00017913725747325469 0.00042382970139854799 -2.168888914838713e-05 0.00049853794394639822 2.2458010699262749e-05 0.00011031933640995543 0.0004369713517861205 0.00044618358618564539 -0.00019050715733400026 -5.9878686242778062e-05 -0.00023209710728307179 0.0019001236744578653 -8.8885499730205432e-05
leaf_count=29559 48652 9447 80320 45029 7167 2104 157 14247 16210 5244 5700 1127 1319 1168 6960 88 5577 2232 397 2416 661 5321 1474 1750 661 486 8344 7862 23 50229
internal_value=0 -0.019051 -0.0244219 -0.0365226 -0.0267142 -0.0326016 0.0210333 -0.0360718 -0.0437287 0.0425624 0.0990043 0.190692 -0.0576911 0.11395 0.0073754 0.0588785 0.0643305 -0.0174725 -0.0839045 0.138161 0.147729 0.119328 0.256694 0.294893 0.104179 0.184907 -0.0604833 -0.14009 -0.054119 -0.0507948
internal_count=361931 332372 310854 251671 206642 198814 59183 196224 181977 21518 12071 6371 148097 10531 33880 17670 17582 9589 7357 7993 9363 8702 3381 3224 7828 2590 146778 16229 8367 130549
shrinkage=0.000980392


Tree=3998
num_leaves=31
num_cat=0
split_feature=785 713 1173 617 1315 972 142 8 578 492 500 1324 516 45 1173 150 622 723 930 921 783 1028 817 790 746 192 1262 858 1324 588
split_gain=11.5654 13.2211 14.16 17.1046 15.1764 13.9468 17.2768 13.3062 13.0974 12.9795 15.7028 16.4485 12.6444 14.4688 18.0633 13.504 13.6653 12.6149 35.3418 28.7564 44.3065 27.9694 27.5156 27.0395 45.8442 26.3218 24.8418 22.8501 22.5317 21.8789
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.7328357361232366 -0.39247160811933607 2.1550596134058466 -0.69578484612068692 -0.62597013199011997 -0.49548100851642346 -0.87905496296652397 2.0928007310832819 -0.87099956454015881 -0.1306612610006985 0.6082395262932252 1.216416816489077 -1.2226576082405993 -1.1204622399700332 -1.06826354007888 -1.0570063487222232 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 0.24965236237700447 -0.5605470670690903 1.8618223311409718 1.6547410766053783 2.0337458187704693 -0.2114708066379383 1.0825608069246189 2.0883641899847656 2.250834115212506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 -7 -3 10 -5 -12 13 -10 -15 -14 -17 18 21 23 22 -2 27 -19 26 28 -25 29 -20 -21
right_child=17 8 5 9 -6 7 -8 -9 12 -11 11 -13 15 14 -16 16 -18 19 25 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0135684718502948 0.0011481852511957952 0.0092203887656779563 0.03346962256716314 -0.023722417552795545 0.083212408613932559 -0.030209963897954252 -0.010281065464954518 -0.0081802676597602618 0.0019446622366209106 -0.053418667639778955 0.019133876723014722 0.078057327849282446 0.022725407513504034 -0.031507872227179899 0.014359215507703299 -0.041870890412170014 -0.0037410500730447891 -0.0017144512465143834 -0.0014963050427834051 0.0055581968737049327 0.014185484113575021 0.0088480831777154861 -0.0016755650822520955 0.0047934337045648654 0.022384317862406643 -0.022572207037051172 -0.0034005968303424216 -0.0078014606679470341 0.015960269514593974 0.026013850965850557
leaf_count=377 16648 3434 185 73 21 654 363 1161 16337 39 156 115 222 104 1923 125 4270 213154 30193 9607 3292 9385 22595 11900 1190 688 10776 1400 941 603
internal_value=0 0.0381129 -0.109927 0.171464 -0.156993 -0.201837 0.134397 -0.302344 0.0531908 0.557777 0.686629 0.922257 0.0346226 0.0607763 0.236948 -0.0680411 -0.0950702 -0.00826497 0.0224052 -0.0153172 0.0432885 0.0855564 0.0173911 -0.0256648 0.0521279 -0.028921 0.0233132 0.101537 -0.018564 0.138175
internal_count=361931 29559 3144 781 398 2363 548 1815 26415 383 344 271 22981 18364 2027 4617 4395 332372 57855 274517 37497 26033 34205 237020 23866 31822 22676 11610 31134 10210
shrinkage=0.05


Tree=3999
num_leaves=31
num_cat=0
split_feature=785 519 728 869 938 803 507 727 382 1052 791 712 804 896 353 761 923 866 774 564 813 789 470 666 609 689 590 579 120 1363
split_gain=24.0766 19.8727 28.1211 28.9299 28.7044 26.6419 25.3016 24.1284 24.3537 22.2999 23.5831 32.4788 23.7612 25.0515 24.0483 23.934 22.5757 36.6839 22.3934 21.9541 31.3172 21.3194 21.0969 20.8204 34.8883 20.7086 21.2534 21.5204 21.0444 20.3163
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 2.2521318533151415 0.13351389361957308 1.7080988603044525 0.78094674152139754 -0.86449023226567734 0.5880156106821478 1.0155655912869446 -0.84605277249859834 0.44561103650162237 1.1248358748350926 1.0000000180025095e-35 0.45873907618427312 1.6285028476148826 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 9 -2 -3 21 10 12 22 13 16 18 -14 17 -4 -15 -13 -21 -9 -12 -7 -25 26 27 -8 -28 -22
right_child=1 7 3 -5 -6 23 25 8 -10 -11 11 19 15 14 -16 -17 -18 -19 -20 20 29 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=4.511897767901065e-05 -5.0713163970905064e-06 -4.3366188033623216e-05 -4.9780373427673753e-05 -7.6247419146513874e-05 -6.8400013229654794e-05 2.782543046391893e-05 0.00011558244072239103 0.00024297338777832915 3.0938009647409404e-06 -0.0001713928575037893 -0.00017893390253517923 -7.4503982419348158e-05 -3.6696919072409895e-05 -3.6946786789402037e-05 -0.0003402649356854484 0.00029254390961337841 -2.3166408154878129e-05 0.00032792273445530562 -0.00020721267866319288 0.00018975251469655345 4.5198177347624965e-05 -5.9927685342782936e-05 3.172904951289407e-05 0.0003422998893534455 -0.0004989787932564723 -0.00013221893601573844 4.9286352737965934e-05 0.00035724922163265951 -0.00059409317213103487 -0.00033075172979903393
leaf_count=29559 48652 9447 2682 85264 53095 3905 5619 5244 5700 5155 5942 3552 1882 18313 1721 1892 36909 2253 4901 11021 3903 1127 5797 2432 230 1511 849 2202 350 822
internal_value=0 -0.0205147 -0.0259358 -0.0376816 -0.0208437 -0.00140366 0.0181827 0.0416165 0.100975 -0.0107154 -0.00398155 0.0488945 -0.02699 -0.0378556 -0.0954191 0.134913 -0.00347324 0.137865 -0.0752294 0.0995418 0.130699 0.189913 -0.0602128 0.131065 0.274006 0.11313 0.150201 0.190535 -0.118698 -0.0154709
internal_count=361931 332372 310854 251671 166407 113312 59183 21518 12071 106745 101590 31037 70553 66779 24935 3774 41844 4935 23214 19298 15746 6371 11739 6567 2662 10531 9020 7821 1199 4725
shrinkage=0.000980392


Tree=4000
num_leaves=31
num_cat=0
split_feature=614 959 1077 795 705 470 484 119 832 773 1370 702 1469 768 1456 431 835 425 947 1452 776 8 710 268 591 429 8 43 652 85
split_gain=23.003 25.1803 24.3616 23.6649 32.2793 26.3583 23.421 22.8026 24.4842 25.6521 22.5713 21.2522 20.9059 20.8809 21.8663 19.7352 19.6211 19.478 19.4184 19.2414 21.4495 19.2141 20.1502 19.1883 19.6361 20.5332 18.8113 18.633 19.9529 21.0403
threshold=-1.0625654336828987 -1.2907225086880219 1.4357019976763823 -0.29258408639884992 0.28191752204954684 0.66595742291584703 -0.38529859338704892 1.0000000180025095e-35 -0.10282351827283918 1.0697711959540106 0.70223084764880606 0.82247273120287534 0.23550153252728254 1.9376207329178159 0.11689593787942389 -1.6433289694525792 1.7538554666622967 -0.2604790206033305 1.641280574724302 0.039474337618497217 1.9960333702113955 -1.1248550410920686 2.5579636957383234 1.0000000180025095e-35 -0.73065235057769284 1.5997950634227804 -0.087473014984625883 2.2744972866152193 1.8627252675032671 -0.54219586526694374
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 4 12 7 17 -6 9 -9 13 27 19 14 -2 -16 23 -5 -12 -3 21 -21 -23 24 -10 -26 -20 28 -8 -30
right_child=1 3 -4 6 5 -7 11 8 16 -11 18 -13 -14 -15 15 -17 -18 -19 26 20 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-6.432103928468634e-05 3.0628869959031204e-05 -2.79118492530474e-05 8.4998346439202536e-05 -3.8335492304223786e-05 -1.7210160378500536e-05 0.00015169703709170314 -2.5821498351600111e-05 0.0001542832897881136 0.00023965880384073279 -0.00031109385132398019 -0.00020282643528968597 -0.00010706997372967515 -7.5767006874787775e-05 -0.00027321849695128322 0.00069535821873634043 -0.00019749081278940881 0.00034573656900957413 4.5420553637086048e-05 0.00057773452549407804 -0.00020322339565137859 0.00036451545964460508 5.8321247759055445e-05 0.00045541766645400083 -0.00023239896741261086 -9.6653790467134156e-05 0.00036694204030123629 -0.00021243297524635164 -0.00025686780820944027 -0.00013173452884660274 0.00026400872399375084
leaf_count=83458 17769 19899 7698 21491 21935 11249 44148 13504 1345 550 10460 20717 18994 2035 147 4772 671 33571 298 1502 1110 11563 545 1896 4137 468 280 2440 955 2324
internal_value=0 -0.00537075 -0.0522427 0.0020809 0.0262063 0.0630696 -0.0189995 0.0377114 0.0841617 0.138848 -0.0705392 -0.0472793 -0.0141483 -0.0295602 -0.00757112 -0.168417 -0.00860676 0.0143506 -0.17406 0.0178181 0.0782647 0.0537633 0.0805028 -0.0389513 0.0197117 -0.048873 0.218025 -0.0217434 -0.0135927 0.156523
internal_count=361931 270775 91156 235014 109368 55755 125646 44506 22571 14054 35761 70584 53613 24723 22688 4919 8517 55062 11038 34619 14720 13610 12108 7846 5950 4605 578 49867 47427 3279
shrinkage=0.000980392


Tree=4001
num_leaves=31
num_cat=0
split_feature=785 1309 1088 126 1462 1184 846 1462 77 1076 591 61 21 318 1105 79 1187 572 844 1177 225 706 74 885 424 915 1449 1389 413 497
split_gain=20.5454 16.1941 21.177 21.0434 20.3604 18.9541 20.5799 17.6193 18.6751 17.5418 20.8906 19.2249 19.1023 17.4511 17.3772 20.9127 17.8051 17.2939 18.5402 17.1749 17.8127 18.2022 19.9982 19.0449 19.7306 16.9671 22.6697 18.7416 20.6662 20.6482
threshold=-0.86283290253235112 1.0000000180025095e-35 2.7639737144699819 0.70880289725806289 0.70247026920229116 0.32136284863636239 1.1504829799273912 0.23315867714148311 1.0929599279503071 -0.58297395077464731 -0.73065235057769284 3.2658335243644596 -3.2545899522946695 1.4025286710420199 1.8471227971001352 -1.2071338136917857 -0.40250941850761329 0.43708411701849265 0.56376170262994796 -0.8893948489254806 -0.6438688108321885 0.078316244311203362 -0.91781937612370912 0.35018306414905159 -0.019915113034128563 0.40079874301352708 3.0182001278972974 -1.137284853374015 1.0000000180025095e-35 0.29755744289802777
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 9 19 7 -7 -3 -9 10 -2 12 -11 -6 -12 -16 17 18 -17 -5 21 23 -23 -21 -25 27 -27 29 -29 -14
right_child=1 2 -4 4 13 6 -8 8 -10 11 14 -13 25 -15 15 16 -18 -19 -20 20 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=4.2838165043315358e-05 0.00010040508176653945 -4.073588140946982e-05 -0.00023407029547520007 -0.00010332975449785712 -7.6035688072248822e-05 6.1721041568475212e-05 -9.9759740005918405e-05 9.292900929956079e-06 0.00020072424160810654 0.00040563058659976256 -4.4650395261889558e-05 -0.00031117313307469599 0.00012320685307126876 -0.00061115495582241236 -0.00090272966543789544 0.00039652450511263823 0.00050426780552740376 -0.00089264161726594637 -0.00082092251443213759 8.9328663685139285e-05 3.5341356906996767e-05 0.000622352000695649 -8.6464860518842819e-05 0.00024446379795543436 0.00078640627184803867 -0.00011261988985206263 0.00032665355110724295 -8.8851053999856622e-05 -2.1106836922448513e-05 -9.0246236932995985e-05
leaf_count=29559 9138 40390 1821 3949 5329 35522 4606 12684 2520 467 23989 2033 8128 389 111 385 839 159 101 1109 25663 313 1616 691 583 34948 616 44282 66297 3694
internal_value=0 -0.0178972 0.00514987 -0.0298521 0.0181729 0.00947502 0.0460638 -0.0167878 0.0451765 -0.0411743 0.00773274 -0.0526273 -0.0497658 -0.109195 -0.0293984 0.222765 0.293967 -0.0401744 0.166613 0.0398238 0.0585651 0.200102 0.0147317 0.328101 0.505192 -0.0514075 -0.104267 -0.0385758 -0.0486334 0.0539989
internal_count=361931 332372 97543 234829 39642 95722 40128 55594 15204 195187 34722 160465 158432 5718 25584 1595 1484 645 486 33924 29975 4312 1929 2383 1274 157965 35564 122401 110579 11822
shrinkage=0.000980392


Tree=4002
num_leaves=31
num_cat=0
split_feature=1431 967 525 1449 1455 1314 632 696 345 1259 128 1425 85 707 848 1326 692 1085 620 558 1055 563 1456 155 293 1325 1050 1467 899 1381
split_gain=11.6486 14.4307 16.4437 14.8141 24.1767 19.154 17.3704 16.8233 16.616 17.7962 16.6008 18.1398 21.8342 23.8102 17.2962 16.5581 20.447 17.796 28.6133 15.6607 15.4411 15.4199 15.3925 16.9992 15.7126 18.2502 15.3056 20.1008 17.2238 16.5242
threshold=1.0099929608726099 1.8941509870684059 3.2640558550132641 -0.68447756783004043 -0.14935260350269791 -0.98107747118102162 0.34043017414589294 -1.2996809812310415 -0.3463233701585256 1.0331053516459201 1.0000000180025095e-35 1.1710607803345987 0.19969678573491059 -1.0925050646163961 0.39292795148536197 0.54453285779984728 2.4305495817850997 1.6281473269422524 0.42363828528157838 -1.2992150648247931 -1.1130388126405368 0.13774874681166405 0.19084009074608427 -1.298103632122378 1.4771633768102834 0.21533975376914399 -0.97205138485256393 0.66398597132623582 -0.026189576718790193 -1.0439856760556754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 7 -2 21 9 -8 11 14 13 -13 -5 16 17 -16 -19 -17 -21 -6 23 -7 -24 -26 28 29 -25 -28
right_child=1 2 -4 10 5 22 8 -9 -10 -11 -12 12 -14 -15 15 19 -18 18 -20 20 -22 -23 24 26 25 -27 27 -29 -30 -31
leaf_value=4.0271589073585559e-05 0.0023876157308766292 -0.012296727563927383 0.11002140005986141 0.0010262795187234509 0.0012445090881331054 -0.03566424016686498 -0.0071519371883004114 -0.022976936202206935 0.022869744217101928 0.041643754594337674 -0.0051995062738151706 0.048940962184638136 0.029475302311375948 -0.0058061714181569524 -0.01829558758849761 0.083855839115575884 0.079766724091645688 -0.038817154230809475 0.088422549280798901 0.10016217226090543 -0.00093613021234592955 0.12121193238363662 -0.018473499753831436 -0.031884614724899459 0.07013287591534785 -0.040416912583256526 -0.026006693853605017 -0.013181673619709511 0.010899442844324977 0.015873831473914239
leaf_count=306680 4119 3244 21 10760 98 183 682 1300 1417 133 23247 110 568 868 2863 34 38 55 50 21 702 32 1073 392 70 48 150 501 269 2203
internal_value=0 -0.0396442 -0.228391 -0.030268 0.0437542 -0.0702689 0.149474 -0.371089 0.313559 0.0235014 -0.0560306 0.00403633 0.240113 0.0236888 -0.0259978 -0.189802 -0.289587 -0.317718 0.65416 0.140731 0.0531715 0.72463 -0.0042813 0.0689495 -0.269899 0.652821 0.103983 0.174299 -0.262633 0.266435
internal_count=361931 55251 3265 51986 12670 6319 6351 1430 2232 815 39316 16069 1546 978 14523 3763 3006 2968 105 757 723 130 4889 3698 1191 118 3515 2854 661 2353
shrinkage=0.05


Tree=4003
num_leaves=31
num_cat=0
split_feature=1423 131 333 908 1451 479 14 86 1303 691 625 701 26 1315 1327 586 92 1255 1047 365 1443 528 994 1112 75 216 1388 424 915 34
split_gain=11.543 14.7856 17.2593 16.8925 18.7806 17.0253 17.8328 17.5005 16.527 17.0729 18.869 18.6122 18.9062 20.9814 18.0357 17.4565 16.9784 16.9383 18.3466 16.8348 16.355 27.1629 20.1469 19.2161 16.9058 16.2356 16.0476 15.7791 16.371 22.8922
threshold=1.0000000180025095e-35 -0.37314326152536875 1.0000000180025095e-35 2.5201383630993273 -0.23775761948138005 0.50516169945656497 -1.7234157893384776 3.2110441953156816 1.7160994611581364 -1.248415271152159 -0.85373765548066138 -0.53866102730342968 -0.88917330862823507 -1.220104645512947 -1.5897328336134768 -0.96684937505040536 3.4714126686442319 0.068229587486223195 -0.88467158243745259 -0.69697865040861484 1.593744732512876 1.0000000180025095e-35 0.35193245497014236 1.600716448293098 -0.017293848292122743 -0.64682824698365005 -1.1792182367727035 1.0600320571896986 1.0666491293447364 -0.97079833305618402
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 27 5 -5 6 -4 25 9 17 16 15 14 -14 -13 -12 -11 -3 -19 -20 -15 22 -22 -23 -24 -7 -26 -2 -29 -30
right_child=1 8 3 4 -6 7 -8 -9 -10 10 11 12 13 20 -16 -17 -18 18 19 -21 21 23 24 -25 26 -27 -28 28 29 -31
leaf_value=0.00010269901988331494 -0.0033923217272038911 -0.029962235524663275 0.037322246067550011 -0.015278505811067095 0.073695647314724236 -0.034870856828091538 -0.006361133770640146 0.079240272897537545 -0.010433219731554028 0.00578394992527069 -0.024699369443394192 0.092545530136150744 -0.027948422477953729 -0.0017050674001577446 0.0069223185810057472 0.0051462691934076148 0.048012488582453723 0.029456216490778328 0.022600498302533471 -0.03363475122839242 -0.0058658148399692231 -0.029318278895762235 -0.012611039706244108 0.021548062085959895 -0.027368142750187757 -0.01262006249986564 0.089796360908673489 0.011453696040563217 0.080523708973342212 -0.022034834435710825
leaf_count=287068 14718 679 182 95 83 993 7428 35 2734 5871 436 34 630 19306 2173 9085 152 199 105 293 841 1440 82 110 31 3419 93 2879 45 692
internal_value=0 -0.0332365 -0.0828148 -0.162832 0.670679 -0.175524 -0.108448 -0.336899 -0.00668508 0.00450134 0.0127963 -0.0101006 -0.0451546 -0.0667943 0.166379 0.0834002 0.135019 -0.292465 0.000701301 -0.323059 -0.055417 -0.264926 0.0974586 -0.486563 0.828338 -0.356619 1.36507 -0.0277534 0.141845 -0.281153
internal_count=361931 74863 30569 12235 178 12057 7610 4447 44294 41560 40284 34261 24740 22533 2207 9521 6023 1276 597 398 21903 2597 1047 1550 206 4412 124 18334 3616 737
shrinkage=0.05


Tree=4004
num_leaves=31
num_cat=0
split_feature=785 519 728 869 938 803 727 382 507 1052 590 689 791 712 1149 896 923 923 866 476 564 1458 353 470 1002 50 666 609 924 430
split_gain=29.08 20.8705 28.2966 30.2981 28.5747 25.8377 23.7574 25.1996 23.0181 22.5775 21.6215 21.9592 21.1827 32.9688 23.4003 23.9411 24.1023 22.0258 38.9636 21.8054 26.0317 21.4893 21.0857 21.0341 20.7826 20.5389 20.383 34.2613 20.3393 20.2119
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.0000000180025095e-35 1.0000000180025095e-35 0.65809631222906606 1.9092424108545902 0.58895901036483078 0.86385367930994306 1.0000000180025095e-35 1.0000000180025095e-35 3.070608018023568 0.13351389361957308 -0.86449023226567734 -0.86449023226567734 0.5880156106821478 1.1361236590950645 -0.84605277249859834 0.33493849984939089 1.7080988603044525 1.0000000180025095e-35 0.69854289147193727 0.55630078546380823 0.45873907618427312 1.6285028476148826 1.8999064755685127 -1.2369097968503453
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 9 -3 25 -2 12 11 29 14 23 15 17 -17 18 -4 20 -15 -22 -18 -14 -19 -8 -7 -28 -5 -10
right_child=1 6 3 28 -6 26 7 -9 10 -11 -12 -13 13 19 -16 16 22 24 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=5.2545662936967026e-05 -3.0138197248340554e-06 -4.0254376850904457e-05 -5.0430853667932001e-05 -8.6886386790825193e-05 -6.7094220276955847e-05 2.8165107975571103e-05 0.00013124795166908934 3.5065088692749627e-06 -0.00013191446076590965 -0.00017111237870942887 -0.00014102006816738171 -9.9692747291226885e-05 -0.00018082726319954156 -7.43387011651462e-05 0.00022255772467267681 -0.0003025980313776243 -4.3796593658674464e-05 5.116426082872074e-06 0.00033599220791115988 -0.00017916292472742288 0.00010656237132571086 0.00029842473852624454 -0.00029558221044504444 2.949098287325191e-05 -0.00014455713151028434 0.00041985849034674439 0.00033959366756534161 -0.00049543164916431351 7.0149293041554681e-05 0.00022529148237777281
leaf_count=29559 48652 9447 2724 79939 53095 3905 5115 5700 912 5155 1387 1527 5942 3452 1542 2419 22249 32344 2278 1301 11394 3151 1681 5797 5316 1256 2432 230 5325 6705
internal_value=0 -0.0194955 -0.0250533 -0.0368423 -0.0195987 -0.000191156 0.0442076 0.10311 0.0192173 -0.00936577 0.109783 0.147638 -0.00258459 0.0475279 -0.0244153 -0.0313159 -0.0855203 0.00233092 0.14098 0.0985849 0.117905 0.153699 -0.0640351 -0.0623735 -0.0172829 0.193607 0.130343 0.271924 -0.0778797 0.192584
internal_count=361931 332372 310854 251671 166407 113312 21518 12071 59183 106745 10531 9144 101590 31037 70553 69011 26349 42662 5002 19298 17997 14545 23930 11739 37660 6371 6567 2662 85264 7617
shrinkage=0.000980392


Tree=4005
num_leaves=31
num_cat=0
split_feature=184 746 62 699 257 158 1290 5 983 1242 1175 1358 609 899 704 903 280 1173 84 1410 427 1380 490 842 342 1246 290 18 526 358
split_gain=11.4667 16.5337 16.0009 18.0913 19.2461 21.0434 19.5857 17.9737 18.3023 18.9815 18.5207 18.247 17.3134 18.8134 18.5861 18.6548 16.5771 16.5292 16.1811 16.0481 18.6275 19.0801 17.8004 16.046 19.7035 17.8153 16.0149 17.4151 17.101 16.1189
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5478434521319915 1.0000000180025095e-35 -0.27289703336538418 1.8124611990991408 1.1128250325173432 -0.81409023233086153 -0.87382699986152723 -1.5834093105191009 1.0000000180025095e-35 -0.93177752141597858 -0.77648607792495516 2.208465019810522 -1.8603536901860966 3.2558720064848985 -1.7344939465205405 2.3967425861064853 1.0445359980324682 0.27689738367975053 0.25591582722884471 1.7152680023534133 -1.041845549472463 0.62493381283515304 3.1324952680307163 2.7960390203454595 -0.36430253477227542 -1.0000000180025095e-35 0.50297555978332897
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 12 19 16 8 -4 11 -11 -10 14 17 15 -3 -7 -14 -5 23 21 22 -21 25 -25 -6 29 -28 -29 -15
right_child=1 2 7 18 5 6 -8 -9 9 10 -12 -13 13 26 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.00026922707111289707 -0.0028106026228806834 0.088280087833626092 0.007540465333031589 -0.013016548666883865 0.013381653332254322 -0.00054927699563258757 -0.025567246789239724 -0.0040656568127502212 -0.016328284238327523 -0.023607977943438684 0.0030521582075657499 9.1138964441681662e-05 0.028021866637981514 -0.0090510685364825812 0.060601143127691298 0.00098487775451138512 -0.032907049774323328 -0.019475026689100977 0.08309703073079254 0.0070512272028265327 0.034351376419338241 -0.040083536841577769 0.07733571931875835 0.0060628472906085751 -0.0077451786799340051 0.096690830601617206 -0.017082024234844593 0.065781884095078347 -0.045798204199438738 0.0035589561635303614
leaf_count=225587 65862 28 7283 2996 1120 8665 615 6159 1644 440 17703 2441 148 5845 83 2740 245 2924 23 478 431 115 47 3711 2164 27 95 95 24 2193
internal_value=0 -0.0229418 0.000219456 -0.0393038 -0.0233699 0.0243821 -0.0525761 0.0322235 0.0548718 0.0221344 0.051313 -0.127591 -0.100235 -0.144264 0.0954668 0.0503597 -0.0273607 -0.340697 -0.239903 0.108927 0.35609 0.105302 0.270063 0.0667968 0.0187065 0.320201 -0.0858737 0.515291 0.989974 -0.106943
internal_count=361931 136344 70482 34812 31793 17618 9525 35670 29511 22228 18143 4085 14175 11324 2851 2768 8910 3072 3019 8093 1071 640 525 7022 5875 1147 8252 214 119 8038
shrinkage=0.05


Tree=4006
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 389 1442 225 345 944 1179 158 840 1458 1106 754 1445 15 921 996 609 1450 497 406 1461 1452 114 1052 501 355 698 1394
split_gain=11.2986 27.9152 20.3985 15.6848 15.4201 16.4833 20.6202 19.0583 18.8088 18.5272 18.1811 18.0028 17.8624 16.4368 18.8674 20.9754 16.4725 37.62 27.121 19.6988 19.6162 22.8751 20.696 23.1734 19.1667 18.5499 19.5829 18.3664 18.3255 18.1955
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 0.87707395870045979 -1.2625182715263061 -0.86088863789621606 -0.44609477089293992 1.4781763871474156 1.1388790278241345 -0.64470977174351629 -1.0361044228028879 4.3224126317318072 -0.70656587789216985 1.451957509147501 0.47584960161614115 1.7967437129527177 1.0000000180025095e-35 1.0565563832172893 2.9086430321303127 -0.59700472168322827 -1.2520214592475198 1.3204840876176156 0.17054637065356101 0.99496526778696004 -0.48224317521809829 -0.14932208274569617 -0.79085204998963821 0.18576997640069423 -0.63326669553463844 -0.20896749238838519
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 11 9 -8 -11 -7 -12 16 -15 -16 20 18 25 -20 27 -22 24 -24 29 26 -18 -6 -21 -23
right_child=-2 4 -4 -5 13 7 8 -9 -10 10 12 -13 -14 14 15 -17 17 -19 19 28 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0072760474437782042 0.00035939393462189827 -0.007385167255883238 -0.003808282098034862 -0.0091405216526306045 -0.0035464421213678163 -0.0064039223731055146 0.0011378910533962005 0.014662089079330068 -0.024348691680977117 0.067286233004576909 0.057843068897264344 0.028961709077809168 0.0063409895295654566 -0.010519952824187153 0.0014029159412653988 0.059809793413897028 -0.014626781283658581 -0.0089206775088708952 -0.045667913849516767 0.03841793979819344 -0.00024829368023624018 0.018380902325748603 -0.017135639157161892 0.037008250466258406 0.021171051059974882 0.010128163126629633 0.0044859533514803726 -0.03012132935728511 -0.014358805763119374 -0.0069348951082988265
leaf_count=3309 197825 953 70537 842 1344 15300 364 760 160 177 145 156 351 4404 2243 98 764 2366 197 88 37570 599 682 102 1538 8777 8104 932 397 847
internal_value=0 -0.0197742 -0.0616914 0.080481 0.00549212 -0.0646445 0.142777 -0.0948276 0.355024 0.470617 0.714072 -0.116195 0.452599 0.0188613 -0.107826 0.0851 0.0282546 0.078692 0.112668 -0.309535 0.00285621 0.0118007 0.176893 -0.164706 0.256412 0.129555 0.0600891 -0.25358 -0.0865374 0.0707194
internal_count=361931 164106 74688 4151 89418 18366 2150 16216 1197 1037 673 15456 496 71052 6745 2341 64307 20693 18327 682 43614 41338 3768 784 2984 17645 8868 2276 485 1446
shrinkage=0.05


Tree=4007
num_leaves=31
num_cat=0
split_feature=785 728 784 921 726 647 590 570 1002 209 1421 747 907 145 82 982 691 143 796 1224 1180 772 1315 1466 983 672 1117 1022 785 353
split_gain=23.7207 17.7807 21.1018 19.9509 21.7874 19.818 45.2468 18.2978 17.9852 20.4359 17.7026 17.6317 17.8565 18.653 17.3493 17.2522 18.6174 17.2439 17.1917 17.516 18.5222 17.2885 18.9201 18.2905 19.9145 19.8195 17.0662 17.0301 18.5842 18.7352
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 -0.4998781572545779 0.69854289147193727 0.23696906566319156 1.0107116206971127 0.34871943973277292 3.0421924527387119 -0.98357086087459589 1.107433824845671 0.37516378823913615 -0.25709740067490466 0.40764288614451222 0.38087715954262297 1.9980862990756834 -0.98536440085365629 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 -1.2591097148690287 1.0000000180025095e-35 2.9970139449733542 2.5458802938288509
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 27 -4 15 6 18 10 -6 -10 11 12 14 -14 -7 16 -5 -17 19 -3 -21 22 -20 -23 25 -25 -8 -2 -29 -30
right_child=1 5 3 4 8 7 26 -9 9 -11 -12 -13 13 -15 -16 17 -18 -19 21 20 -22 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=4.6480668903801193e-05 -4.5407428871131649e-05 -0.00017963246871185743 1.1916232395357402e-05 -0.00024542450816137349 0.00023067710023549849 -3.320359495411536e-07 -0.0006678333499235804 -8.5135072664207094e-05 -0.00039456674964933155 0.00021401058714192779 -0.00021555916930747658 0.00014562181228860291 -0.00056733836305159749 0.0010700014247919133 -0.00019710434583478721 -0.00094872224745340503 0.00032559551102410002 0.00011549059388714269 0.00023907223141437478 0.0030946217803008297 0.00037147246361629252 -0.00033441631936923525 0.0012647231815074956 0.00086667189203623411 -0.0006316097924160876 -0.00082378297231348635 0.00044248172600047599 -7.7175471874681225e-06 0.00011694588718312449 0.0011959353866088562
leaf_count=29559 87290 3226 34551 564 5292 21561 93 61493 477 481 2973 4074 60 189 3380 224 447 110 381 23 134 540 130 229 100 58 1291 98491 4444 66
internal_value=0 -0.0187491 -0.00874852 0.0354851 0.134129 -0.0489859 0.080844 -0.0594308 0.186339 -0.0812038 -0.0100723 0.00740062 -0.0206238 0.680018 -0.0274761 -0.11754 0.0142792 -0.576939 -0.0489899 -0.149593 0.829659 0.171711 0.526533 -0.0292664 0.349704 0.636481 0.401098 -0.0195447 -0.00163432 0.138371
internal_count=361931 332372 232437 42146 7595 99935 6205 93730 6250 958 32237 29264 25190 249 24941 1345 1011 334 4821 3383 157 1438 511 927 387 287 1384 190291 103001 4510
shrinkage=0.000980392


Tree=4008
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 938 803 1052 791 712 1149 896 923 923 866 564 813 1452 1470 1465 1469 353 789 1002 470 1363 766 907 1380
split_gain=21.9075 20.5209 24.1284 24.7099 23.2446 28.788 26.1423 25.2946 22.3359 21.5751 31.9965 22.9338 23.0942 23.776 22.0055 38.7369 21.466 31.1114 21.1836 37.1268 22.2198 21.5 20.8948 20.8307 20.6317 20.58 20.469 20.25 22.1332 20.7861
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 3.070608018023568 0.13351389361957308 -0.86449023226567734 -0.86449023226567734 0.5880156106821478 -0.84605277249859834 0.44561103650162237 0.4926003403048807 0.82151526813113451 0.28325886342528439 1.6911153983873026 2.3170018609587832 1.1248358748350926 0.69854289147193727 1.0000000180025095e-35 1.0000000180025095e-35 0.75815956484426461 -0.33779605122075418 -1.3022547299974392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 23 18 6 7 8 9 11 25 12 14 -14 15 -6 -12 27 -2 21 -21 -20 -15 -4 -16 -11 -19 -18 -29 -30
right_child=1 2 3 -5 5 -7 -8 -9 -10 10 16 -13 13 22 24 -17 17 26 19 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=4.2159965092671714e-05 -9.5125999671035216e-06 -4.2381121403640897e-05 0.00024402432670529256 3.4201564230097759e-06 -5.1723921340534247e-05 -7.5190546599808618e-05 -6.5300711342336843e-05 0.00012526133563792302 -0.00017123488848369325 -0.00017850022262085296 -7.4917935977683719e-05 0.00021874599209717962 -0.00030130023049114777 -5.1699425196376678e-05 3.2505663139783946e-06 0.00033331381395159602 0.00027944243412780459 4.3244852843035316e-05 6.3843263216306287e-05 0.00052626073027966949 -0.00067252534271970222 -0.00074256227103628402 -0.00044538974275033061 -5.5420208548808602e-05 -0.00014582200369618102 2.9491147154880701e-05 -0.00033410368086664609 0.00020784675766505811 -0.001081416557764692 -2.1496310140434031e-05
leaf_count=29559 46144 9447 5244 5700 2724 85264 53095 6567 5155 5942 3552 1542 2419 23276 32344 2278 5140 3903 11605 1069 98 267 654 1127 5316 5797 822 3371 122 2388
internal_value=0 -0.0204882 0.0426644 0.102022 -0.0259975 -0.0366856 -0.0198855 -0.00133542 -0.0104099 -0.00366885 0.0468974 -0.0256873 -0.0325152 -0.0857389 0.000509059 0.138999 0.0971829 0.127991 0.0140927 0.0920573 0.459104 0.0541746 -0.0644112 0.191632 -0.0190881 -0.0613486 -0.0176995 0.190637 0.100642 -0.0622262
internal_count=361931 332372 21518 12071 310854 251671 166407 113312 106745 101590 31037 70553 69011 26349 42662 5002 19298 15746 59183 13039 1167 11872 23930 6371 37660 11739 4725 11021 5881 2510
shrinkage=0.000980392


Tree=4009
num_leaves=31
num_cat=0
split_feature=785 728 21 747 803 1080 1467 1465 537 791 1124 832 705 636 659 1450 1185 1458 1311 760 1260 1190 896 186 928 423 1462 1106 339 1035
split_gain=11.5995 12.7226 12.5949 19.7743 20.4449 24.2367 20.1814 19.4341 19.867 28.3863 25.4215 26.2195 21.4979 21.6714 19.8476 19.5886 19.3697 22.771 21.7603 21.6486 24.7146 25.2602 19.3135 25.2626 18.9124 25.6075 20.0877 20.6067 20.0173 19.8951
threshold=-0.86283290253235112 -0.49008176997875957 -0.70163543588998201 1.0000000180025095e-35 1.9682860324222273 3.9810989087578279 -0.31819417591303473 4.1805237560306479 1.2978429288651507 1.0000000180025095e-35 1.7208754649306373 2.2651951013630871 0.51747580830848527 0.068678349587887808 1.0000000180025095e-35 0.38401429272747473 -0.8055822245217793 -0.60497245824756685 -0.52048850234202348 0.1682548054706868 0.45442095931608123 -0.95940162307983246 0.88481600148882278 1.0000000180025095e-35 -0.52992354128753727 -1.3697222262200188 0.51820475264331234 1.2117042822621786 1.0000000180025095e-35 -0.95396248252889915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 7 -6 -7 8 9 22 11 14 13 -11 -10 -16 -14 18 -18 20 21 -19 24 -24 -5 -26 -27 28 -28 -30
right_child=2 -3 3 4 5 6 -8 -9 10 12 -12 -13 16 -15 15 -17 17 19 -20 -21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=-0.0049900071199095062 0.00085388624873543946 0.0026853358981797039 -0.0022175391680967541 0.0012145994757760145 0.0063558881869689738 0.026763462977972781 -0.092015165151072498 0.014205859862498997 0.0066554481355168118 -0.0055539876545475861 -0.020780313646127733 0.043024044176323842 -0.0064383627872282041 0.0029163064939784853 -0.0059070986992677023 0.013183945959931729 -0.015374890208562557 0.029279001880558195 0.0036729684780108223 -0.00059741953682109676 -0.0063546465227552838 0.010795066393841299 -0.0030731537704102993 -0.015297610510488672 -0.021461207582479616 -0.0012020415807191015 -0.012602268645845986 0.0068093486864803064 -0.028687162344107571 0.0035278624381184878
leaf_count=3396 91008 26163 100000 23120 6619 28 53 934 8665 8571 594 226 2158 8584 3839 774 1042 989 2732 2429 869 5869 7896 3500 1100 41285 6098 1107 308 1975
internal_value=0 0.0381276 -0.00832671 -0.0168276 -0.000386222 0.113586 -1.08988 -0.00694351 -0.00952467 -0.0194787 0.0683145 0.0863843 0.0376209 -0.0231404 0.0742984 -0.0480027 0.0938215 0.120429 -0.0265948 0.173447 0.227834 0.26978 -0.0413466 -0.131879 -0.0283687 -0.0533482 -0.0463619 -0.140364 -0.180925 -0.00524467
internal_count=361931 29559 332372 241364 141364 6700 81 134664 133730 119632 14098 13504 33243 17155 13278 4613 16088 13930 3774 10156 7727 6858 86389 11396 74993 51873 50773 9488 8381 2283
shrinkage=0.05


Tree=4010
num_leaves=31
num_cat=0
split_feature=519 727 1218 359 933 566 347 1325 697 280 1306 483 1023 1181 831 1322 554 560 1052 768 15 1243 1209 1050 830 50 1460 759 1183 1055
split_gain=11.4221 23.3191 24.007 19.1625 18.1339 17.1466 15.6449 17.4867 17.9823 22.3797 16.0182 16.35 15.8168 15.5418 20.6807 15.5364 17.0078 16.104 15.8443 22.5471 16.9673 15.4626 15.4597 18.7293 16.2942 15.0354 17.4082 14.926 14.8854 14.7875
threshold=2.1420547332082829 -0.682906484622256 1.0000000180025095e-35 1.472043912993436 0.68806224955729689 1.7603402020327763 1.5768363639844767 -1.2041537048247015 -0.2075209626925838 0.11758938572476174 1.0150370168873273 0.87519973025079689 4.2200187287704019 0.19215475006328311 -0.42176929943802927 0.7026842756116306 0.18879731825504309 -0.24284951749662778 -0.86825675404644675 0.15200432973363673 -0.32426583218469979 2.7122035118055341 0.6851534687528501 0.80782758820554867 2.3012435042756452 0.55630078546380823 0.40135300256177026 -1.1968207039544014 -1.0832033151888385 -0.86192516749825676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 4 15 5 6 7 -3 9 12 11 -8 21 14 27 16 17 29 -18 -20 -21 -9 23 -10 -24 28 -27 -2 -17 -4
right_child=1 2 3 -5 -6 -7 10 8 22 -11 -12 -13 -14 -15 -16 25 18 -19 19 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00038686892507329207 -0.03406504656714162 -0.014991966563342764 -0.031742736436073116 0.024977662572339618 -0.0064308118453319163 0.015909560209469178 -0.02741897589840003 0.0052272442288082456 -0.0026399979245647683 0.019503115326786311 0.034628336510281084 0.051161087461561019 -0.076297080319541355 0.0027459871791466898 -0.019807261101770682 0.033990831987841537 0.022317132560915099 0.023896317647702725 -0.017112643924921331 -0.017476297332665456 0.029672212418623591 -0.052535622049987032 -0.019085381438435758 0.016326251636403284 0.059747464872000035 0.0016514722743873598 0.067464792727744333 0.0063490259257061258 -0.018792929396026031 0.010228193574607063
leaf_count=338398 152 758 108 784 2809 1146 495 3174 2668 1444 69 32 27 1533 1437 61 283 1195 699 126 260 57 695 753 27 190 47 865 655 984
internal_value=0 0.0418684 0.0719393 0.191619 0.0243351 0.0636628 0.0355709 0.0563345 0.0804204 0.169909 -0.313309 -0.444577 0.0713953 -0.112093 -0.225163 0.139723 0.201659 0.312552 0.0143307 -0.106138 0.294991 0.0852853 -0.0248269 0.0365774 -0.311782 -0.104724 0.329901 0.021296 -0.271487 0.123205
internal_count=361931 23533 19546 5392 14154 11345 10199 9603 8845 4702 596 527 3258 3987 2454 4608 3655 2287 1368 1085 386 3231 4143 3421 722 953 237 1017 716 1092
shrinkage=0.05


Tree=4011
num_leaves=31
num_cat=0
split_feature=388 1454 1387 955 1047 965 1046 749 288 489 622 636 1116 977 986 1314 1119 426 1193 1115 1458 833 1465 732 1463 1459 1149 77 610 691
split_gain=11.2835 14.3819 15.3966 14.8346 19.2306 19.6805 19.3937 19.4756 18.2647 17.7784 20.783 17.7714 17.54 17.8358 17.2594 16.7858 16.199 15.7759 19.7346 18.1957 15.6841 19.6093 18.517 20.1827 19.3915 24.779 18.5687 19.3865 18.1368 17.4439
threshold=1.0000000180025095e-35 -0.98478334500156417 -1.0409481899165496 -0.56067130660624642 2.5256796091004148 -1.1493693928560895 0.27195787181766023 -1.0000000180025095e-35 2.5924646902064197 1.8891315002179339 -1.0836403178043164 1.2124344565067526 2.3726672051811351 1.6019291720712603 -1.2147522156967578 -1.9824601993360085 0.11847829292880666 0.093771981892849091 -0.51714282351448226 0.8945700579043544 1.6432510327171366 -0.23259898434364604 -0.54793628445649167 1.4274869805091097 0.82935683474328525 2.0049806708981972 -0.45171589405301432 0.38085500957490276 1.0000000180025095e-35 -0.12231295337317273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 8 -6 17 -8 12 10 14 15 20 -14 -3 -12 -15 -7 -19 -20 22 29 24 -24 -5 26 27 -26 -29 -22
right_child=1 3 -4 4 5 6 7 -9 -10 -11 11 -13 13 16 -16 -17 -18 18 19 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00010735741947057146 0.02817330963981959 0.038874108149565691 -0.025687944611585328 -0.011504946966765475 0.041446022394415222 -0.013941809695974541 -0.022772387427488786 0.098598625615128735 0.013787621188216956 0.015566794364113177 -0.032729117498369528 -0.0090290499210737719 0.0054783346790661797 0.025742879612988719 -0.020296665576614328 0.002676441778545903 0.13662387030594705 -0.027697419215687271 0.045491827593113258 -0.072240807222810483 0.0072980232776119688 0.017711051454717151 -0.0023183946896087465 -0.018481215082680753 -0.026094286091158804 -0.051139975863148494 0.024776596001695052 -0.0025911554328454044 0.096931692983126871 -0.025267058680388095
leaf_count=289955 107 80 953 12266 252 655 27 46 975 1205 284 2348 1577 63 1168 18990 21 106 219 31 571 943 25539 1606 467 135 688 86 54 514
internal_value=0 -0.0339455 -0.377738 -0.0298923 -0.059755 0.234004 0.0803258 1.16911 -0.070108 0.0188066 0.0031327 0.0205082 -0.078754 0.173849 -0.321874 0.0458055 1.22977 -0.0237963 0.372367 0.720758 -0.0904066 0.117187 -0.10367 -0.0642569 -0.191419 0.110686 0.226748 -0.177585 0.647716 -0.124647
internal_count=361931 71976 1060 70916 46841 1336 1084 73 45505 24075 22870 21622 44530 1661 1248 19274 84 1011 356 250 42869 2028 40841 27145 13696 1430 1295 607 140 1085
shrinkage=0.05


Tree=4012
num_leaves=31
num_cat=0
split_feature=728 1100 83 691 641 677 1016 785 623 139 771 886 942 215 769 972 813 620 15 432 1386 1436 779 783 360 1175 570 1331 980 434
split_gain=20.9258 21.4195 21.0973 19.7622 19.261 19.0436 27.1368 22.3315 20.8001 19.347 18.8531 18.0708 18.0452 17.8798 18.7598 17.5597 17.4702 23.687 23.3536 17.209 17.593 17.1984 25.0703 19.8835 19.7553 19.4406 19.2851 18.8542 17.3538 16.9012
threshold=1.0000000180025095e-35 1.6293515030253838 -1.1590745627182073 2.1516311091689517 0.8423242745550269 1.0000000180025095e-35 1.0000000180025095e-35 2.9970139449733542 -0.58939748716361418 1.8687407354571077 0.18661439441979388 2.3286711278258498 2.231519495564001 1.1385394831562554 -1.3716742467871017 0.41728185397454554 0.44561103650162237 0.13102810056866962 1.7252490091840407 1.2898465443661526 -1.1827335933846415 1.0000000180025095e-35 0.4251272024821422 1.1155635910225459 1.724811397219024 -0.092134760936072257 -0.40444297501624932 -0.31697626203748763 1.3265229310674445 1.6001957512855445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 5 -3 6 8 9 15 -7 -9 21 -8 -1 -15 -4 18 -18 -2 20 -12 22 24 -23 -10 -24 -25 -28 -29 -19
right_child=16 4 3 -5 -6 7 12 10 11 -11 19 -13 -14 14 -16 -17 17 29 -20 -21 -22 23 25 26 -26 -27 27 28 -30 -31
leaf_value=-0.00011311637192323083 -7.7956900188562089e-05 -4.0418367648858871e-05 -0.00010705967064644116 -0.00010935278656308872 -0.00020716913333459965 2.9282579494625458e-05 8.0787468323084012e-06 0.00012795204707484963 -6.0234231211339973e-06 -0.00011363349870110378 0.0023448327763509369 -0.00053177316719414777 0.0002008435335457007 0.00086696805681334089 3.8736505370990522e-05 -0.00036572230392300852 4.9028157675300583e-05 -0.00011764930558632863 0.00010938780081976887 -0.0007080035102340292 0.00057358068350618445 -8.5676795788751828e-06 -0.00047708267761434445 -6.0406638165817402e-05 -0.00034013379761680285 -0.00011597271805658244 0.00066953632334009491 0.0002094305832607927 -0.0016341964724607984 0.00032170330129593829
leaf_count=16130 77391 25930 7358 7478 6880 97161 44161 2638 13483 4763 23 580 2088 115 2808 2825 18447 8571 4153 49 429 10226 2100 663 1194 2590 520 624 25 528
internal_value=0 -0.00622247 0.000537079 0.00658508 -0.0717808 0.0106932 -0.0155433 0.0291368 -0.0649489 0.0236865 0.206437 -0.0369513 0.0182673 -0.0790733 0.0801119 -0.177505 -0.0472438 0.00199889 -0.0684332 0.566719 0.678019 -0.0301874 -0.0823775 0.0329916 -0.0341199 -0.264257 0.234927 0.395862 0.145121 -0.095949
internal_count=361931 252841 220031 200978 32810 193500 88437 105063 42188 101924 3139 32005 46249 19053 2923 10183 109090 27546 81544 501 452 31425 19367 12058 14677 4690 1832 1169 649 9099
shrinkage=0.000980392


Tree=4013
num_leaves=31
num_cat=0
split_feature=1166 407 526 705 993 1260 284 1358 1255 363 1441 616 125 249 17 1454 1463 1449 1451 1467 1189 1454 1435 984 1257 1438 816 1463 1458 1463
split_gain=19.9432 27.0724 24.3592 22.0756 26.0428 21.2015 21.3839 21.1569 23.8648 21.999 22.0885 20.5886 19.5327 19.9011 19.5114 19.1437 32.7113 27.2253 36.2147 35.8824 22.387 20.4605 19.6978 23.2132 20.253 19.5633 19.1497 18.7246 31.5975 44.8474
threshold=-0.94772631485393388 -1.2965003005540392 2.3757057381457001 1.3183739815888758 -0.89727091510114898 1.8239496985204762 2.2801252649837127 1.0000000180025095e-35 -0.43503200574397111 -0.61158780864960494 1.0000000180025095e-35 1.0032126598012274 1.0000000180025095e-35 2.3071270626897213 1.8506817826267514 -0.91909735138557946 -0.37812388882570003 -0.016736665957810089 -0.029506737468258704 -0.22023664855122008 0.48845763127786218 -1.0058734782676975 0.89654117410713363 -0.3501682815747702 1.8682121030986163 0.73556760293882195 1.6237992503990648 -0.052537044703927886 1.0000000180025095e-35 -0.23884079478003004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 15 11 6 -2 8 -1 -9 12 -5 13 -11 -14 16 17 19 20 21 -19 -3 23 24 -18 26 -24 28 29 -17
right_child=1 2 -4 4 -6 -7 -8 9 -10 10 -12 -13 14 -15 -16 27 22 18 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015641119082959398 -6.5830181341107168e-05 -1.8454653496435463e-05 -0.00014501183188725327 0.0003751671781414509 5.1066346999501055e-05 -0.00030400895456430887 0.00028703822110405801 6.7088159216732713e-05 -4.1933381117745591e-05 -0.00011681163365188617 -0.00013131361623812737 -0.00041671937419384531 8.610710030627531e-05 0.00056730244543935326 -0.0003348237352026983 -2.1797568419883836e-05 0.00032354683866530519 -3.2429054522631585e-05 0.00076515852291079869 5.6472265469377693e-05 -0.00083679756303955055 0.00067788484650675598 -0.00094939861965136565 -0.00019219610221245896 -0.0013870643947957789 0.00045296582857242795 0.0010511463347465477 2.3257501301673669e-05 2.9756195563692655e-05 -0.00016084867746066862
leaf_count=19220 31851 250 7769 1765 14230 2722 817 16349 31971 10046 14059 208 11793 299 767 62650 951 636 173 1131 274 1193 354 1343 38 102 21 76672 37416 14861
internal_value=0 -0.00407538 0.00406178 0.00770093 0.0856519 -0.071475 -0.0547657 -0.0451662 -0.0814102 -0.00757076 -0.045551 0.317261 0.00362519 -0.0953076 0.0640924 0.00111719 0.12257 0.256496 -0.0498119 0.375958 -0.258753 0.586531 -0.0717872 0.00989604 0.267941 -0.542152 -0.79897 -0.00285671 -0.0211987 -0.0481706
internal_count=361931 257427 222037 214268 16203 35390 32668 104504 51191 53313 36964 1973 22905 10345 12560 198065 6466 3657 1083 2574 910 1443 2809 2332 989 477 375 191599 114927 77511
shrinkage=0.000980392


Tree=4014
num_leaves=31
num_cat=0
split_feature=1469 1452 1456 962 1467 1466 710 1455 1452 1456 485 1425 627 21 417 1028 672 1452 1338 412 420 1009 21 1458 945 1459 214 1227 1470 1468
split_gain=11.275 23.8588 26.5496 20.599 21.817 19.409 24.2503 20.317 22.4995 26.0632 18.4984 18.0728 21.5635 19.025 17.8475 17.4974 22.9403 18.991 19.6512 19.6078 17.2695 17.0476 16.9633 16.5038 17.6109 20.7671 17.1199 16.7065 18.2561 28.8766
threshold=-1.0588145806293296 0.039474337618497217 1.0000000180025095e-35 0.49114601774772187 0.3201007491635226 -0.095888829047244176 2.59888630691959 0.8703138515806228 0.47270872550543164 0.74049508400456954 -0.3414311245297878 1.1710607803345987 1.8709998037455959 -1.4580664037135931 1.8773204008296813 0.55378665309319375 1.9892831838274496 2.3445682831865544 0.40349210802158647 2.8607448442185199 -1.4182273626983124 2.3941125984134417 -3.9164670491403295 -0.66626202780038846 1.9181452473571214 0.12590931224363375 1.2704019308753158 3.8638360017633224 0.6598840461722365 1.3991069528470244
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 11 -5 6 15 8 -7 -10 -11 12 13 20 21 -4 17 18 19 -17 -1 23 -2 24 -3 -26 27 28 29 -25
right_child=22 2 5 4 -6 7 -8 -9 9 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.07040114741673939 0.021246532145984237 0.009439748287877801 0.020709611124783367 -0.0021027039897770984 -0.015816399561286502 -0.01135478810514896 0.052727252205657188 -0.017518785674751663 0.09768103856422404 -0.0052978304285100893 0.028562005070395316 0.0091241149732162272 -0.01826817357076671 -0.00044370620391165404 0.015173089118636063 0.017705156077835484 0.11373121668172484 -0.028853496457753636 -0.012676032327089932 -0.063033091294202023 0.020659325227434515 -0.02128987001157686 -0.00052108431753635658 0.0060687385246978266 0.025046453023947438 -0.054895676518330973 -0.01281764511258263 0.05729009705262475 -0.0078140996218364119 -0.010123991259959794
leaf_count=41 459 3402 1768 5824 2504 502 169 502 47 355 426 2582 836 15945 1027 1035 26 194 396 36 633 578 310081 6666 66 121 1357 54 2629 1670
internal_value=0 0.0264015 0.077974 -0.0184876 -0.124087 0.210197 0.300041 0.0228978 0.168466 0.379914 0.285436 0.0169148 -0.00953744 0.00749447 0.0361066 0.258808 0.10645 0.078098 0.156787 0.30242 0.349789 0.01778 -0.00969777 0.0290541 0.15607 -0.531862 -0.0100313 0.0173088 0.0108389 0.0588535
internal_count=361931 51391 23026 28365 8328 5456 3624 1832 1330 828 781 20037 17455 16619 17570 3455 1687 1661 1467 1071 674 16543 310540 15965 3589 187 12376 11019 10965 8336
shrinkage=0.05


Tree=4015
num_leaves=31
num_cat=0
split_feature=785 1309 126 1088 1462 1184 846 1462 77 1076 591 61 318 1105 79 1187 572 844 1177 225 706 74 885 424 21 1045 74 362 1260 492
split_gain=20.9882 17.2813 21.3259 21.2028 19.9032 18.6287 20.6462 17.8638 19.01 17.5964 21.5731 19.6698 17.52 17.2427 20.9714 17.9461 17.322 18.4068 17.1593 17.9154 18.5687 19.6602 18.9126 19.815 17.1185 16.9876 16.8847 18.7935 17.7651 16.873
threshold=-0.86283290253235112 1.0000000180025095e-35 0.70880289725806289 2.7639737144699819 0.70247026920229116 0.32136284863636239 1.1504829799273912 0.23315867714148311 1.0929599279503071 -0.58297395077464731 -0.73065235057769284 3.2658335243644596 1.4025286710420199 1.8471227971001352 -1.2071338136917857 -0.40250941850761329 0.43708411701849265 0.56376170262994796 -0.8893948489254806 -0.6438688108321885 0.078316244311203362 -0.91781937612370912 0.35018306414905159 -0.019915113034128563 -3.2545899522946695 -1.355583209429742 -0.41349999610683713 2.7840575330720774 1.1523901514725912 1.8686070632580141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 5 18 7 25 -3 -9 10 -2 24 -6 26 -15 16 17 -16 -4 20 22 -22 -20 -24 -11 -7 27 -12 29 -28
right_child=1 3 4 -5 12 6 -8 8 -10 11 13 -13 -14 14 15 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=4.158323124296931e-05 9.960183368505755e-05 -4.1760495195264873e-05 -0.00010536169415278162 -0.0002352033958054364 -7.6426978573475117e-05 -0.00029931941379743472 -0.00010133495803414457 8.5084829317664394e-06 0.00020151855795609659 0.00038163564103155842 -0.00014804611171521871 -0.0003160045401537415 -0.00061192922629819176 -0.00090684983102086523 0.00039042337007903023 0.00050109619196438029 -0.00089763114102659554 -0.0008215911898631946 8.9512766383879989e-05 3.3061679845898965e-05 0.00061257315543771006 -8.9047327806690419e-05 0.00024266014101875829 0.00078538425660829958 -5.2566501223699289e-05 6.6413343119304944e-05 5.3017445989934895e-05 0.00060507227983107878 -0.00021198158636569943 -0.0003175190603808693
leaf_count=29559 9138 40390 3949 1821 5329 647 4606 12684 2520 467 8980 2033 389 111 385 839 159 101 1109 25663 313 1616 691 583 157965 34875 11784 204 2206 815
internal_value=0 -0.0197761 -0.0321158 0.00401543 0.0161852 0.00833926 0.044584 -0.0176802 0.044673 -0.0435069 0.00543575 -0.0549702 -0.109649 -0.032258 0.218715 0.289986 -0.0451111 0.161568 0.0375691 0.0562822 0.1981 0.0111555 0.327345 0.503682 -0.052075 0.0614899 -0.0483259 -0.133923 0.000761243 0.032819
internal_count=361931 332372 234829 97543 39642 95722 40128 55594 15204 195187 34722 160465 5718 25584 1595 1484 645 486 33924 29975 4312 1929 2383 1274 158432 35522 23989 9184 14805 12599
shrinkage=0.000980392


Tree=4016
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 930 1097 912 592 588 575 791 858 927 892 836 691 848 428 813 924 858 382 766 1381 978 214 990 276
split_gain=26.2161 19.1014 33.0041 29.47 28.9092 45.1387 24.4353 25.1249 25.5854 24.9442 23.0231 24.7978 22.9439 29.4651 25.1151 23.7314 22.7558 22.0295 21.7682 21.4484 20.163 19.9455 19.8018 19.7876 19.7357 19.556 19.4354 19.3694 19.3469 21.9363
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 1.0342428102238199 2.4283205456421384 0.29073615932568342 3.5086024243106082 -1.0211593192430943 2.1641256470006294 1.8999064755685127 1.0825608069246189 1.0000000180025095e-35 -0.45228654518479167 -0.92523599040117721 2.6375975511520715 0.37772781070951184 1.09266583130301 0.80691148561984127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 12 28 7 8 -2 -10 11 -3 20 15 -15 16 17 19 -8 -14 -4 -5 -7 -13 27 -16 -23 -24 -6 -30
right_child=1 10 3 21 5 22 18 -9 9 -11 -12 23 13 14 25 -17 -18 -19 -20 -21 -22 26 24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.8419718895883983e-05 5.1320695716255422e-05 -8.7449857715655793e-05 -6.0407011038074202e-05 -8.7504363627730121e-05 -3.6375034249053839e-05 0.0002722017141852549 -2.6708476656330318e-05 0.00016458400299833515 0.0003236103218762405 -0.00035442423721418476 0.00017300697773032448 0.00016262558553501304 -0.00022500406390249728 5.2875345680356238e-05 -0.000269432434044791 -0.00021943425980642994 0.0019249562049943898 -0.00011915816605471378 0.00037506889926657326 5.3256403352837309e-05 9.808338646743221e-05 8.508293368819914e-05 0.00035694957558829292 -2.6621826886955722e-05 -0.00072243791331878706 0.00038108716405596158 -0.0012176319158641931 -0.0008101323671771553 6.2493444933516354e-05 0.00052089444284075337
leaf_count=29559 15564 7439 94773 79939 15643 4493 32213 8719 314 1720 4398 5161 2229 9918 258 4238 26 8463 653 17146 3837 5251 285 4520 191 1808 74 90 2463 546
internal_value=0 -0.0200924 -0.0254076 -0.0381305 -0.021126 0.0510385 0.0224599 0.0746141 0.0209507 -0.23478 0.0409062 0.0049406 -0.0344135 0.0110317 0.10538 -0.0293458 -0.00681712 -0.00919642 -0.0187123 0.031248 -0.0542428 -0.0786102 0.229398 0.0755229 -0.147393 0.315976 0.0693472 0.123375 -0.00294533 0.154443
internal_count=361931 332372 310854 251671 166407 23711 59183 26317 17598 2034 21518 17120 142696 44086 11984 32102 27864 27838 32866 19375 98610 85264 5059 9681 566 2066 5325 375 18652 3009
shrinkage=0.000980392


Tree=4017
num_leaves=31
num_cat=0
split_feature=50 56 799 701 740 1430 581 21 49 57 365 356 852 490 635 1397 1248 624 1175 1181 348 1116 356 421 432 499 1452 418 970 1449
split_gain=11.4194 22.302 16.4277 19.5935 18.5754 15.9331 16.3178 15.9257 17.6616 20.5316 20.2611 18.5092 26.1816 24.2784 19.9303 18.7262 18.5598 18.8194 18.3598 18.2112 17.9171 17.8262 21.0245 17.6457 17.5795 18.3214 18.8607 17.3887 17.6201 17.2505
threshold=0.55630078546380823 1.0000000180025095e-35 -0.58454210970522613 -1.014879522608332 1.6535846841559774 4.2254883379486126 2.1516800948178267 -1.6471741456694959 1.0000000180025095e-35 1.4243427035504792 -0.61314562992812749 -0.057030661272013887 1.0747610123934368 -0.26919470740649615 -0.75812398730279773 0.29412815239136336 0.76828935557181011 -0.18745132049882376 0.40748006278209986 -0.45355702445437018 0.7640998761824439 -0.28286215341588289 2.3995173500013158 0.29752462707140531 -0.051852296303373555 -0.85082107710018007 -0.44066592451945163 -0.96280244948435267 -0.22702296443972722 -0.53574673961606434
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 -1 -4 21 10 -10 12 15 -14 -13 -12 17 -15 -17 -20 -19 22 -9 -24 -23 29 -27 -18 -29 -26
right_child=-2 2 7 4 -6 -7 -8 8 9 -11 11 14 13 16 -16 18 27 20 19 -21 -22 24 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0018344108172697418 0.0008950508042868976 -0.0059334268942376122 0.0097327275544570862 0.004484124918558121 -0.016719646071989582 0.020683160254201038 -0.010605766838980617 -0.0017633973911730342 0.0010066649148976834 0.0072061596496958832 -0.011894225558327485 -0.010812359319023924 -0.008073769063720912 -0.010586446111295708 0.00030504146676392404 -0.0079476045120174116 -0.032967349297086397 0.011968638011240309 -0.021945741702324169 0.012638527162560906 0.064349737206849042 0.0037924651782535951 0.0066499649881794579 0.048557751684013391 0.02944416481015143 0.0030947561671643385 -0.0057823433398896005 0.088700100448471653 0.023464804762651684 0.0028881168722535754
leaf_count=118296 84163 3018 2397 21875 544 344 5018 34529 14119 2453 10553 3222 1139 451 13523 4199 35 471 283 1367 86 25090 420 191 451 4534 7842 90 111 1117
internal_value=0 -0.0121668 0.00480999 0.0571326 0.07952 -0.0401455 -0.0421257 -0.00593442 -0.00920932 -0.0437519 -0.0557162 -0.0868232 -0.140402 0.0818242 -0.030095 -0.178021 0.30191 0.161599 -0.0612297 0.145765 0.426823 0.0122253 -0.0274227 0.390959 0.0427699 -0.0211471 -0.0484088 0.857553 1.0964 0.215866
internal_count=361931 277768 154110 25437 22419 123658 123314 128673 126276 52102 49649 35530 18785 2383 16745 16402 1244 1008 5849 1650 557 74174 35140 611 39034 13944 12376 236 201 1568
shrinkage=0.05


Tree=4018
num_leaves=31
num_cat=0
split_feature=1371 1323 892 1457 1467 1467 1449 1456 1451 1470 1112 1429 217 1391 499 1456 811 879 912 1158 1154 1072 71 1255 740 1051 138 635 567 12
split_gain=11.1695 13.6332 20.5087 13.665 24.6144 22.7588 18.3136 23.7195 24.1582 20.6094 19.1805 24.056 18.8752 21.067 18.1065 18.0042 17.919 18.7939 18.7457 17.5633 21.3002 18.2386 23.3585 19.9446 17.3476 18.2192 16.6275 17.4522 19.1539 17.0259
threshold=1.0000000180025095e-35 3.0082871096711936 0.59794297480505565 -0.30461282028794062 0.072195445971033334 0.55132319640754079 -0.36584730105349633 1.2621182826568094 1.6310815009195776 -1.2954595170378473 -1.5638811306800913 1.13172262110474 0.18711686990121953 2.3477391603045064 -0.3026818461257918 0.91809667461792233 2.337218705222273 1.0000000180025095e-35 0.55638676894567907 2.1589496738409495 1.0000000180025095e-35 0.37742302175077025 1.1821329278395802 1.1771865495598377 2.6399776226761449 1.2282155689612919 -0.26630743087398906 2.9672105761503711 -0.39905218801735948 1.0501680847246349
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 16 6 14 9 12 -9 -5 -11 15 13 -8 -6 26 -2 18 -18 20 21 23 -23 -14 25 -16 -12 28 -28 -30
right_child=1 2 -4 4 5 -7 7 8 -10 10 11 -13 19 -15 24 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=3.7770394619271368e-05 -0.0053160347689145205 -0.0043936505531315603 0.047701369581910749 0.040921387200586676 -0.023714609421902143 -0.00014382871527830705 -0.0089452662167013152 0.0098703199192684363 0.066681850505312626 -0.028268180113641423 -0.0023931253185875152 0.030739537416738107 -0.025716683861640138 0.042016681387615974 -0.011137650476646012 -0.023347395454300354 0.013965619862050561 0.056167179394220279 -0.064333787229606462 0.055022729690147903 0.011848995567547324 0.00098363536625361973 0.089804110371520279 0.030500903142014021 0.081448231111921898 0.026660082193219754 -0.0045303190563114439 0.10285742368732689 0.024849118155011812 -0.0099716766538706508
leaf_count=313614 21751 276 190 229 1773 5483 5076 788 111 366 1864 725 1257 123 2150 355 407 178 77 79 1779 422 42 120 25 236 858 28 1309 240
internal_value=0 -0.0414196 0.37871 -0.0460194 -0.00486499 -0.108837 0.0584036 -0.0124219 0.386743 0.169557 0.134476 0.166384 -0.0542425 -0.151707 -0.260567 0.101078 -0.0936026 0.341749 0.0799871 0.0963338 0.0617233 -0.187055 0.293877 -0.374874 -0.11502 -0.143747 0.145281 0.274684 0.250106 0.393168
internal_count=361931 48317 466 47851 25438 9667 15771 9797 899 5974 5745 5379 8898 5199 4184 4654 22413 662 484 3699 3620 1841 464 1377 2411 2386 4299 2435 2407 1549
shrinkage=0.05


Tree=4019
num_leaves=31
num_cat=0
split_feature=1022 1016 832 941 1089 609 804 845 777 581 969 1450 704 1193 779 144 1118 81 816 1452 699 277 815 348 908 66 1120 973 1119 142
split_gain=11.1571 25.7983 20.3206 18.672 25.6496 23.1716 21.5606 20.9096 18.305 20.6863 19.7843 19.7046 19.4046 19.12 18.3039 21.4007 18.1735 17.6358 19.4835 18.5214 17.5401 17.3922 17.1741 22.8935 18.7659 17.5702 17.1525 17.0366 17.9245 17.781
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2273445159281489 1.9607587081991176 1.0000000180025095e-35 0.98843275535716713 1.0000000180025095e-35 1.1478098620385284 0.19906561602676801 1.0000000180025095e-35 0.048080892158461695 0.13839823161113457 -0.76256673539006781 -0.24833541249196642 -0.67215350758627745 -0.94927695280535385 0.29826075778707922 -0.39252767830595409 6.0906794990390116 -0.39382591387645322 0.83370668724566843 -0.33784615494862563 1.0000000180025095e-35 0.43952789086842786 0.92016019521474013 1.0000000180025095e-35 1.4576406699691635 -0.34400722560322505 2.8460951438896855 1.8945570380374828
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -5 17 11 10 13 21 -12 16 15 -7 -10 27 19 -19 -11 22 23 -6 -25 -26 -14 29 -29 -4
right_child=-2 -3 3 5 8 14 -8 -9 9 20 12 -13 26 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.017674439894749691 0.00038042643385594407 0.0002584020483854935 0.0096557813955210955 -0.0080658126656320689 -0.012890947377598739 0.051666613486224457 0.012834091209394306 -0.018746969157807235 0.011170016390724973 -0.010657940535073296 0.033659244879667059 0.0042601170961784176 -0.0017675634202918519 -0.0183856201966686 -0.0020707604428827444 -0.04981217130666505 -0.026332894028100885 -0.0034049510853718049 0.031413292366145977 -0.015091205568667802 -0.035791463236369565 0.00098409467469733427 0.0037988915946872309 -0.0042372000046137573 -0.010906907451131142 0.036473582017967736 0.040231217862867395 -0.0075523758241313596 0.10925554758303697 -0.041074998222049339
leaf_count=2079 190674 90468 3332 1044 7394 25 2877 5018 1195 3992 355 10540 2035 2239 679 218 326 5171 106 6852 1053 13938 1758 2409 178 324 198 5205 36 213
internal_value=0 -0.0190715 -0.0582236 -0.0516026 -0.0650406 0.0850711 0.165734 -0.148818 -0.0319648 -0.137515 -0.0369737 -0.00583238 0.132381 -0.182764 -0.230566 -0.752953 0.0573156 -0.113525 -0.182481 -0.199565 -0.293742 -0.0465235 -0.117984 -0.168067 0.0134671 0.424506 0.0355862 -0.000676685 -0.133993 0.147987
internal_count=361931 171257 80789 78710 73867 4843 3921 25933 47934 11393 6348 36541 2588 3760 922 243 1521 20915 12129 12023 5045 26001 12063 10305 2911 502 2233 8786 5241 3545
shrinkage=0.05


Tree=4020
num_leaves=31
num_cat=0
split_feature=785 728 784 647 590 1022 146 852 1307 211 657 569 703 980 833 5 570 636 785 513 62 688 50 1047 759 75 1121 1424 834 1421
split_gain=29.3318 21.5007 22.2711 19.6417 44.7058 19.2455 19.225 19.1877 23.4109 20.3115 20.2447 20.0944 21.1962 19.9684 19.8381 18.4378 18.396 20.3054 17.8025 19.1139 17.7885 17.7266 17.7094 18.5582 18.282 18.268 18.2307 18.106 17.6893 17.6613
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 2.7503861831498626 1.0747610123934368 1.3390041783085433 -0.62944366619299574 2.2603408215975165 0.069179088922970394 1.2527926291041005 0.93965787111466315 1.5919315457291203 -1.0821368227570305 -0.48460852809644533 2.4129057422810987 2.9970139449733542 1.0454229551509682 0.22553477650581719 3.4596073120309021 1.4829784501753427 -1.0794544675301283 1.4616517543220227 0.15299395839235014 -0.8111029864160223 1.0000000180025095e-35 -1.4094422614488524 1.0107116206971127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 6 -2 10 9 -9 14 12 20 -10 -4 -11 29 22 -7 21 -12 -20 -18 27 28 -26 -27 -24 -25 -5
right_child=1 3 7 16 -6 18 -8 8 13 15 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=4.996734132941191e-05 -5.3816819268338413e-05 -5.4291491623294563e-05 7.3097563541235259e-06 -7.7348874929022159e-07 0.00038329851552605941 -9.402126383119855e-06 0.00027978425972970957 3.3187434755429523e-06 -7.818183515684379e-05 -0.00032072297840882337 -0.00063856363358704208 7.8780158532136421e-05 -0.0014229987892558332 -0.0010672506907194602 0.00019560093916930275 0.0002895528691449485 -0.00011285749929127619 0.00034567679240634578 3.5799726217146952e-05 0.00039901871581222889 -5.2354180768297955e-05 0.0012697214279923119 0.0010323390867433308 0.0011837993079713846 0.00012130603134807474 -0.00034392653801145157 0.0016129434029682162 -1.1794401764637109e-05 -7.1591406698262645e-05 -0.00021851416978533995
leaf_count=29559 86488 4821 30451 30285 1384 98491 802 2043 879 281 449 639 91 143 2818 3872 55011 602 3595 876 480 39 189 61 255 33 90 190 3929 3085
internal_value=0 -0.0224242 -0.0114417 -0.0555814 0.0733669 -0.0225099 -0.0508961 0.0339255 0.13417 0.178109 0.011921 -0.220133 -0.407382 -0.206126 0.0241519 0.261942 -0.0659499 -0.0941226 -0.00349442 0.133286 -0.315113 0.0566284 -0.0994267 0.0338615 -0.00627388 0.453431 1.16085 0.552321 -0.0543172 -0.0179284
internal_count=361931 332372 232437 99935 6205 190291 87290 42146 7218 6196 34928 1659 1020 1022 33269 4153 93730 60360 103001 4510 929 3634 59758 4747 4368 378 123 379 3990 33370
shrinkage=0.000980392


Tree=4021
num_leaves=31
num_cat=0
split_feature=728 659 480 1259 689 704 561 967 978 797 854 585 710 647 590 151 360 1457 1274 221 1035 562 225 628 483 908 714 1394 1117 1254
split_gain=11.2026 14.0296 14.8672 19.8921 17.6747 19.8093 18.1761 16.8246 18.7982 17.1053 22.989 18.7184 18.521 17.8184 59.1719 18.7968 18.103 17.8077 16.8409 16.8129 18.8062 20.079 18.4308 17.5923 18.0972 18.8045 17.4249 20.3499 17.3597 18.5875
threshold=1.0000000180025095e-35 0.62821384419828064 -1.4181283859782512 -1.521509039907482 0.86385367930994306 2.8936660703641635 -1.70879747947561 1.4170778690582806 0.15489167229849785 0.63961785378869596 -0.87473648844905705 0.59573659850611882 0.5235253112981989 -0.87782724458594241 0.58895901036483078 0.29162281275377616 1.5953321997093208 0.7343439707691487 1.4079604207740937 1.2256758924896201 -0.93742396638663994 1.5989693691476827 0.90953626709979807 1.5002011912039619 1.5435387222882377 -1.5677179449574477 1.1518805090167887 0.64664963077000326 0.96514793367185214 2.4281037401539076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 9 -9 13 11 -11 17 14 15 -4 -16 -12 -13 20 21 -15 23 24 25 -23 28 -28 29 -22
right_child=-2 -3 7 4 5 -7 -8 8 -10 10 12 18 -14 19 16 -17 -18 -19 -20 -21 26 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.014878677587999649 -0.0013113295466379313 -0.0017701726731447376 -0.010475859732674122 -0.0011485465653590704 0.042527983824532441 0.065863815708737602 -0.01073860815826817 -0.0057849601201052587 0.0024157415722152794 0.013471563542446675 -0.006005713562806464 -0.0043506114089249259 0.0030747121700280392 -0.0031710398507623417 0.015035971489632989 -0.00035584257187889335 -0.019029193572934817 0.0037170191953458903 -0.083561427490621995 0.0053865488012589018 0.0026771036349564513 -0.034751902608992954 -0.025510514529767887 -0.031718325689050371 -0.031117639315544451 0.02782874525735269 -0.021649838825896675 0.023478987019066422 -0.0011461542177576261 0.011690016558367603
leaf_count=1085 109090 41024 5949 22594 91 50 6626 10949 5658 1775 15253 483 5513 15847 2205 3723 194 2714 37 15627 75628 85 199 118 99 984 636 121 14742 2832
internal_value=0 0.00402598 0.0114789 -0.0438621 -0.0573146 -0.180829 -0.195416 0.0181695 -0.053844 0.0246916 -0.028887 0.168649 -0.0519611 0.0344112 -0.0469902 -0.129119 0.246851 -0.0881079 -0.183429 0.0422842 0.0321508 -0.0392243 0.22337 0.317604 0.395819 0.477229 0.0441534 -0.273194 0.0470753 0.0603939
internal_count=361931 252841 211817 30446 29361 6767 6717 181371 16607 164764 25775 2295 23480 138989 12071 9672 2399 17967 520 126918 111291 17332 1485 1286 1168 1069 93959 757 93202 78460
shrinkage=0.05


Tree=4022
num_leaves=31
num_cat=0
split_feature=50 194 771 705 1457 836 651 902 602 729 1357 848 616 148 691 1149 930 885 803 710 837 500 413 1311 1169 97 567 1040 1248 1052
split_gain=11.1103 19.8509 15.1062 21.4211 22.2738 15.9326 20.7433 21.3282 18.6945 22.1516 17.5949 18.4285 17.5618 17.1349 18.0789 17.0392 32.2447 24.121 23.0627 18.1455 16.9791 16.7561 19.6621 16.7547 18.2544 16.4881 16.4548 17.6086 16.2106 17.8302
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.8821439160418587 0.43610112760085196 -0.43408796050520493 1.0674639720252068 1.0000000180025095e-35 3.0691874606104448 1.0000000180025095e-35 0.75637635299260908 1.3962008022525787 -0.24198007199184737 1.0032126598012274 -0.73836229485775873 -1.174501219406048 2.1900270400044222 -0.9149690415980628 1.6290983814687661 0.85523949479533445 1.4588992811557273 -0.68059086258243717 -1.0228419158982522 0.70976766132373281 -0.59761951197883734 -0.39544719110565546 0.34899065110039107 2.2257286442902546 -0.91017482229281266 1.7159475209294588 -0.7075011753705025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 10 7 -7 9 28 15 12 -12 14 -13 26 -17 18 25 -20 -9 -10 -23 -16 -25 -18 -2 -28 29 -8
right_child=2 -3 3 -5 -6 6 8 20 21 -11 11 13 -14 -15 23 16 17 -19 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0028869917190735869 0.0004890446791001973 2.460348557511747e-05 -0.0079440439243772514 0.0092316555230039059 0.0051456818894486302 -0.00028040212642836709 0.038070604343477255 0.0012675643713488307 0.0029010944038283192 -0.017875396723323705 0.0041252886639410588 0.041391480325978267 -0.013068833763415203 -0.010586386272064352 0.015118818995420695 -0.014485032749885361 0.0023717209643518717 -0.022350051694078957 0.029499918060962384 -0.013512903271712366 0.062518097205689571 -0.0072664662499251353 -0.022375157147220572 0.0054961544477055207 -0.027956321988636214 0.018253093586283971 -0.012914314439189042 0.01314439663519062 -0.042698691494588006 0.0070309845804217216
leaf_count=74213 131316 90336 2569 6244 3828 17899 296 108 1581 480 5193 147 1185 7065 652 764 2381 243 995 113 112 7600 1345 483 611 1001 429 1961 70 711
internal_value=0 -0.0195129 0.00729472 0.0827714 -0.00203484 0.00205903 -0.0445726 0.00296276 -0.116337 0.116674 0.011617 -0.070645 0.0259788 -0.150427 0.0630452 0.0188267 0.133851 0.195755 0.23073 0.494925 0.683282 -0.149451 -0.187522 -0.0178767 -0.215918 0.144946 0.0133957 0.188162 0.27163 0.335012
internal_count=361931 164549 197382 12641 6397 184741 30202 18119 12083 1557 154539 15336 6378 8958 1893 139203 5497 4733 4490 1108 220 10526 8945 1746 1094 3382 133706 2390 1077 1007
shrinkage=0.05


Tree=4023
num_leaves=31
num_cat=0
split_feature=785 516 789 452 506 564 578 498 852 1060 515 728 651 705 507 930 476 582 984 682 203 1180 768 635 361 777 312 1247 540 359
split_gain=27.0817 19.8927 24.9406 23.7194 60.9819 31.1302 22.1779 22.9065 21.5593 21.6273 21.4657 21.166 37.5062 32.0799 33.7344 29.5867 28.144 26.4038 22.1536 21.894 21.5169 20.3385 20.2309 20.9742 21.9073 20.1171 20.0697 19.8223 19.7697 21.414
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 0.60725649753328859 -0.33605752069368178 1.4188032667957222 -0.87905496296652397 0.59235351831561789 1.0747610123934368 0.91783665606910081 1.4353143596930875 -1.3163276726681863 1.1107569744011787 0.3847065924170836 0.65809631222906606 1.0000000180025095e-35 0.52296557744356353 1.0844420916666788 -0.55058946993464697 1.3140755578960717 1.3520813746060025 -1.1062005034066538 -0.47515847854358045 0.39773657454699612 2.3122102010702545 0.98978689208094306 2.2039299641339203 -0.76114766347539387 0.35001124564692748 2.4674807178613904
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 5 -5 10 7 -4 11 -10 22 12 15 -13 17 16 18 20 -3 -17 26 -20 -2 -24 -25 -16 -15 -12 -29 -30
right_child=1 2 6 4 -6 -7 -8 -9 9 -11 27 13 -14 14 25 19 -18 -19 21 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=4.8517250495208048e-05 -1.5634153885884937e-05 0.00025419496099384501 -4.379358613403537e-05 0.00025787624147608374 -3.9947229323481038e-05 -0.00018187653792485755 -9.2332956111319453e-05 0.00048512175172622411 3.0783409833981063e-05 0.00019655092877967243 -0.00010856675357176014 -5.699571705715754e-05 -0.00019477705470275096 2.8100451019828945e-05 -5.2647517626673714e-05 -6.2207918990401582e-05 0.00029554027549761664 0.00018071870569088104 -0.00068830761832432011 0.0001439874963600532 -0.00011635293335665966 -5.3476140618285756e-06 -0.00013342898037093295 -3.9838270897218144e-05 0.00056105992460127871 -0.0003461492912442502 0.00022561378274375273 7.1264239989579783e-06 0.00014948891063292034 0.00097375799456260101
leaf_count=29559 29165 1733 934 4108 17725 10410 22217 573 17336 4509 6776 65678 2561 30385 12468 7387 4314 5294 278 3733 5875 3060 35259 15699 323 1526 2232 16529 4164 121
internal_value=0 -0.0210461 -0.00655968 -0.0443385 0.0280319 -0.0588368 -0.0751426 0.176616 0.00344507 0.0675941 -0.0457884 -0.00714987 0.0545169 -0.0197573 0.0172233 0.0865728 0.178271 0.0468838 0.0576361 0.00791155 0.0251863 -0.0571815 -0.0668471 -0.0983364 -0.0271066 -0.0815802 0.044746 0.0139104 0.049627 0.184489
internal_count=361931 332372 192093 140279 21833 118446 23724 1507 168369 21845 108036 146524 23066 123458 57780 20505 9385 43786 5071 11120 38492 3338 80446 51281 16022 13994 32617 27590 20814 4285
shrinkage=0.000980392


Tree=4024
num_leaves=31
num_cat=0
split_feature=1447 291 139 368 1247 974 195 1185 974 365 1313 979 977 1396 1469 610 1450 464 978 1326 771 85 207 84 180 1202 984 917 494 278
split_gain=11.079 16.1809 20.6989 19.2706 17.3154 17.7401 18.1967 17.681 16.8822 15.2352 15.2096 15.1728 15.1499 15.0287 21.3592 20.3319 20.2204 17.7173 17.5228 17.2541 17.8984 16.7471 16.659 22.3953 16.4541 17.2138 16.0992 17.8366 16.4408 15.368
threshold=0.74484333252909696 0.9235384259136068 0.14151329689631739 0.68790859133042659 0.19420474918740874 -1.6579706574596282 2.7732118409601112 1.9176974177030035 -0.72104878564418196 -0.73889516064885852 -0.39604489745784449 -0.9766529791129045 -0.076010051815790569 -0.061772140088116038 -1.3538714453306848 -0.55829308825817225 -0.67806027517800449 3.6254901747985824 -0.41599791481756443 0.77355736656627794 0.32949609568008026 -0.26060157437572901 -0.84729106262732734 0.81276653248037267 1.2804560069083426 1.2830655795808499 -0.53546334251126004 -0.15804929467514148 2.0162349439473473 2.0683712030384602
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 4 5 -3 -7 8 11 -4 -8 -6 -12 14 15 18 17 22 -2 20 -18 -20 23 -15 -24 -26 27 -21 29 -28
right_child=1 2 9 -5 7 6 10 -9 -10 -11 12 -13 -14 16 -16 -17 19 -19 21 26 -22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0004796032865465314 -0.023583795937232206 -0.049907983377199171 0.0036305742129926206 -0.019010834369335507 -0.021630938824433 0.0086074184445846594 0.02673405024688958 0.021571294172724732 -0.010028243722005607 -0.017569107761672472 0.0019779728532086723 0.028607088422022892 -0.048339235184497759 0.00073370177025019838 0.0038347824340282076 0.050717911240117423 0.00052174510324421157 -0.056963716532344402 0.083362092578638317 0.012683934119962185 0.008772476113515745 -0.031978547336982188 -0.0058000060876405675 0.050364948028294193 -0.039721124018875148 0.028183241785715598 -0.0088006637249034309 -0.011651513099036271 0.040045330573877443 -0.054490585078400461
leaf_count=309044 115 90 546 635 115 3911 67 274 2620 1643 111 255 172 621 19724 192 7789 81 35 1054 5276 21 3529 127 355 52 2751 550 73 103
internal_value=0 0.0251187 -0.0510589 -0.00282032 0.0258231 0.113558 0.130282 -0.0932903 -0.141237 -0.243523 -0.332103 0.300667 -0.55694 0.0442145 0.0868473 0.577871 0.00457893 -0.123705 0.0411963 0.0387778 0.0792882 0.918828 -0.105721 0.202285 -0.162463 -0.602423 -0.078268 0.0945032 -0.177862 -0.206164
internal_count=361931 52887 10439 8250 7615 4351 4261 3264 2990 2189 350 370 283 42448 20087 363 22361 4765 171 17596 13065 56 4684 748 3936 407 4531 1604 2927 2854
shrinkage=0.05


Tree=4025
num_leaves=31
num_cat=0
split_feature=129 655 500 617 1 326 764 624 848 495 363 1112 284 8 1051 1465 1053 1028 909 866 923 483 1043 570 1400 4 1470 276 1453 679
split_gain=11.0849 13.3179 22.4257 22.482 15.5229 15.2306 18.1545 15.0641 18.2276 15.194 15.7725 17.0024 16.0211 20.7141 16.3861 15.7711 14.7942 14.728 19.7006 46.3801 52.0895 23.8237 19.6169 18.8035 21.8638 21.4635 19.2884 19.172 22.3923 25.555
threshold=1.0000000180025095e-35 -0.95426889869109321 -0.02246877753904886 1.3680112666802988 -0.56793501207788122 1.6390506412245707 2.7568136725159498 -0.25307836795312383 1.263298553205775 0.55441035372287939 -0.82845419316339408 0.31509868183523981 -0.36161803885395505 -0.0093438247338561362 -0.62917340080302486 -0.25365671959130376 -0.19668579779469894 -1.271019091203941 1.0177766212561699 0.5880156106821478 -0.86449023226567734 2.818952298759688 0.29923284166923186 -0.62967000509870463 2.2108722163943662 1.9712149619313168 -0.38480555917186082 0.42348881012548661 0.51954049301251548 -0.56041393223308222
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4 9 10 -9 12 -12 -14 -15 -13 -7 23 -19 -20 22 -22 -21 24 26 27 -3 -25 -29 -30
right_child=-2 17 7 -5 -6 16 -8 8 -10 -11 11 15 13 14 -16 -17 -18 18 19 20 21 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=-0.01155082936829701 -0.002050779467817405 0.00617931099460699 -0.014798275644681173 -0.013543828870402973 0.0075628642691695823 0.0023036325942815809 0.070170665560346165 -0.042179032496676809 -0.047653426194622005 -0.020443139308292495 -0.03282203290641568 0.059533947142684979 0.050181531144668695 0.058376408052007035 -0.029505971802104541 0.0081774685356236308 0.068420036571153198 0.0010735338715218764 -0.0036390588545079493 0.008267646305350573 -0.0031839343664731216 0.088336760309150761 0.023552532848229349 -0.0043575094893945508 -0.018693842399601306 -0.016030307533539553 -0.0014887968825587471 -0.0012229788113391673 0.028659080849442343 0.0023372201365151157
leaf_count=1694 48087 9175 4583 2087 4207 120 39 82 143 264 187 180 147 38 157 150 55 192845 33829 2646 5144 31 1489 28787 936 2755 11056 8801 739 1478
internal_value=0 0.00119369 -0.0777303 0.00410214 0.0681861 -0.112413 -0.19143 -0.210697 0.0143046 0.101625 0.252008 0.346175 0.0429851 0.329534 -0.212362 0.744512 0.478877 0.00414444 0.0116259 -0.0322801 0.104902 -0.0506969 0.280838 -0.0315667 0.027892 -0.0646869 0.0438229 -0.0510107 0.0401195 0.249881
internal_count=361931 313844 14133 8202 6115 1908 1733 5931 1348 1205 941 859 529 342 195 330 175 299711 235984 43139 9310 5175 4135 63727 21167 42560 20231 39805 11018 2217
shrinkage=0.05


Tree=4026
num_leaves=31
num_cat=0
split_feature=869 774 854 990 1193 710 911 200 797 712 857 938 707 563 1119 1392 700 971 448 890 747 26 1450 83 760 490 13 1383 608 82
split_gain=10.9185 18.6441 25.7824 29.238 25.0583 20.1701 20.9268 19.978 18.3816 18.4049 20.4533 21.6515 18.9065 20.3431 22.0511 21.9688 18.0664 17.6447 19.8995 22.5619 17.8709 18.6195 18.2338 17.8981 18.3312 19.1058 17.9169 17.2809 17.1076 19.9879
threshold=-0.57653763495970078 1.1292256896929815 -0.87473648844905705 1.09266583130301 1.9600208565237791 -0.21892777727621429 0.84230724644971555 0.54528507942352966 0.63961785378869596 -0.63779424894106762 -0.49205703050329141 -0.57633625342910477 0.6784438554612332 0.25451457326944882 0.35690633934147087 1.2815941473901835 -0.50935327761564508 -1.3617664358580013 -0.55473708347269179 0.50596265305296839 0.98810451262880827 1.0000000180025095e-35 -0.63933796013749677 1.0378231048752518 -0.790225496398553 0.78593883970511202 0.07939576893907381 -0.27660461814989629 0.66665475971017707 -0.88600983031692582
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 6 -4 -3 -2 -10 17 12 -12 16 -15 -16 -14 18 19 -11 23 22 -22 -19 26 -26 -25 -5 29 -13
right_child=8 2 3 27 -6 -7 -8 -9 9 10 11 28 13 14 15 -17 -18 20 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0003086641656314653 -9.3054364398223382e-05 0.021453095092444415 -0.0059747264962517112 -0.0028685120547963265 0.035125943185705791 0.0058880170985213991 -0.03089216381784033 0.0061828778737027437 0.0023960611592049319 0.10449190171335659 0.0011283484260457615 0.0051161591910874838 0.035732366014979443 0.012131161643354952 0.077727650529442416 -0.037021386352308068 -0.0074744227672284645 -0.014412908223034657 0.0032820911657705249 -0.0594606757614633 -0.014849659006748755 -0.017423970351626284 0.0078722768692492239 -0.022125789116905388 -0.011433492397795562 0.026659370584910375 0.082269348041847934 0.028820483926594222 0.0030911371860995254 -0.0075071678847725871
leaf_count=58934 248007 1520 2659 318 235 1526 495 2710 7243 66 3884 2931 182 244 162 25 518 7386 341 32 604 827 1864 35 852 231 49 561 3184 14306
internal_value=0 0.0226218 0.109685 0.00860676 -0.063874 -0.09851 -0.20177 0.23298 -0.00981563 -0.0550087 -0.0783736 -0.0377712 0.100037 0.372897 0.756716 1.2842 0.104919 -0.159139 0.378913 1.45157 -0.174856 -0.0383395 0.0538822 -0.239426 0.026877 -0.064236 0.970235 0.363444 -0.0756248 -0.11385
internal_count=361931 68958 10024 5794 4915 4680 3154 4230 292973 44966 37723 25436 5015 1131 431 187 700 12287 439 98 11848 3295 2468 8553 1167 1083 84 879 20421 17237
shrinkage=0.05


Tree=4027
num_leaves=31
num_cat=0
split_feature=1430 1298 1444 1091 712 1015 489 1469 629 708 1456 1121 1045 4 499 831 771 775 707 905 1369 154 737 651 623 1319 560 937 138 1165
split_gain=10.9144 20.1535 20.0602 19.1301 19.0976 18.4236 19.4331 18.1476 22.3451 21.1038 19.3198 18.1066 17.9885 18.7319 17.8765 19.8698 20.6553 17.6084 17.3283 17.6355 22.3188 17.1887 17.1606 17.0731 17.7194 18.6234 17.5636 18.1182 24.0111 19.604
threshold=0.54622893720785959 1.0000000180025095e-35 0.61050815248025436 0.69009342306031496 -1.5590971551374573 1.0000000180025095e-35 1.4226993939204542 -1.1374964112163577 1.6374299261182916 -0.86049066171757549 5.6068634316437889 -0.37223565897109262 -1.3287354877647983 -0.38293042481843514 1.5029532676721937 -0.61794080088524561 -1.1659990441775834 0.15441925626671385 3.2447663256088162 1.1162135562537043 1.0000000180025095e-35 0.90421033922362093 1.0000000180025095e-35 1.1107569744011787 1.57101675417829 -1.9061454630617805 1.6590601587821199 1.0000000180025095e-35 -0.51050133973651357 1.3191536925754261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 12 18 9 -9 -11 -10 -7 14 -14 -16 -17 -8 19 -1 -21 -6 -18 26 25 -25 27 -2 29 -29
right_child=23 -3 -4 4 21 6 17 8 11 10 -12 -13 13 -15 15 16 22 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0054807993930020655 0.0033372293234308495 0.00029049709473235951 -0.0064115839535340826 -0.045240226497093618 0.034333032838195804 -0.019776441613234996 -0.002386022698530119 -0.010326338425144256 0.020092989560661148 -0.0011875756375809617 0.025352879153055199 0.00095653912041313818 0.00069120112810051274 -0.006683868590621686 -0.039641653516811766 0.073802555590789021 -0.029716786510815957 0.017190188498540083 0.056067190068615207 0.0062571148985656258 -0.034635544899042178 -0.018774956112940458 0.0066011100904204553 0.031926896355887274 -0.042293708626459155 -0.0032031355888202124 -0.003994794916124882 -0.0083057687758619197 0.0020286140545607745 0.0089729872637029015
leaf_count=7873 44874 152207 17393 57 365 1495 1954 4593 1119 47873 331 1591 14009 22394 518 42 404 1411 65 317 324 80 469 156 175 11045 6279 6785 14713 1020
internal_value=0 -0.0109147 -0.0364886 -0.0247522 0.377226 -0.0276334 -0.0728221 -0.00277348 -0.0212385 -0.0336326 -0.0189629 0.183042 -0.0898941 -0.0788991 -0.0127196 -0.300524 -0.0962648 0.122753 0.090122 0.0805433 -0.268455 0.503952 -0.190333 0.0186293 -0.0619954 -0.0520609 0.0310702 0.0418038 -0.0122257 -0.119322
internal_count=361931 276884 124677 107284 502 106782 42696 64086 55507 52797 48204 2710 39331 37836 15442 1433 915 3365 8579 8514 641 445 873 85047 11376 11201 73671 67392 22518 7805
shrinkage=0.05


Tree=4028
num_leaves=31
num_cat=0
split_feature=1455 1455 1452 1452 1462 768 1461 1452 1368 261 1462 1468 1447 1189 555 64 1452 1464 831 1245 21 1467 532 1124 1179 832 348 858 1470 1442
split_gain=10.7874 31.4044 26.9812 32.4195 33.3459 26.0755 22.5456 24.7107 20.9277 20.1975 18.9956 20.6835 18.8062 17.9079 17.8021 16.985 16.9208 16.2509 15.8444 16.0273 15.0214 20.0701 16.0182 18.8564 14.6632 14.1345 14.0195 16.2412 13.5795 21.4647
threshold=2.5522110869383945 2.4085513315763296 0.43152281373399509 0.16548447907729763 1.5959916275770654 -0.61497184344614475 1.0519922171908489 -0.049547816776096786 2.0941200464680074 0.46203417191402862 2.3537553707775403 1.0056208477415762 2.7336345475130828 -0.6257811184781864 2.4002152648630299 2.7377570030873941 0.010333415512314719 6.3977632006512808 -0.12951379728197215 1.6138777765965957 -0.89074317784588486 0.83807691599381584 1.0000000180025095e-35 -0.45231311842210714 -0.7245396927419383 -0.96252557791375859 0.086555856839435549 1.0000000180025095e-35 -0.66864575383138913 1.1357164266384874
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 18 7 14 15 -10 11 -5 16 -7 20 17 -8 -6 -4 -20 21 -2 23 26 -3 -9 27 -22 -15 -30
right_child=2 24 5 10 8 13 12 25 9 -11 -12 -13 -14 28 -16 -17 -18 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00023007539499415701 0.047369023709145391 0.00017575814951113758 -0.0032752410572026488 0.023476736128754786 0.027470032723548546 0.0049489285094259901 -0.030115729556995093 0.037561209981082977 -0.07985266273861677 0.033807138489727606 -0.029374648949780098 0.065513556885993682 0.020271555769376393 -0.019860625262984627 0.07869899540779185 -0.045240330840558278 0.040616946859073327 -0.051869671605252556 0.011846710277853501 0.054057193292623221 0.044335902871578792 0.0035795393813120809 -0.019223276376082312 0.024840455857406577 -0.053986669560222827 -0.031576058054555455 -0.027286410032914959 -0.028257978120148228 0.0057764049831560381 -0.046704317773101051
leaf_count=351533 185 131 899 536 1138 857 651 39 44 31 64 157 113 1597 37 48 36 34 932 104 89 246 389 396 285 308 211 63 667 111
internal_value=0 -0.00528998 0.0681809 0.183721 0.105261 -0.0449099 -0.0312669 0.0908319 0.390768 -0.705097 0.588263 0.685636 -0.350331 -0.170143 0.197962 0.459774 -0.505687 0.507583 0.154623 0.3335 0.161044 0.475073 0.0208801 0.188357 -0.740294 -0.460256 -0.177768 0.32127 -0.273933 -0.0358605
internal_count=361931 351949 9982 4815 4058 5167 2763 1963 1295 75 757 693 800 3232 1616 1220 687 1172 1935 1036 1579 431 1148 759 416 347 363 152 2375 778
shrinkage=0.05


Tree=4029
num_leaves=31
num_cat=0
split_feature=785 519 728 869 906 57 507 727 382 590 689 789 924 56 1252 978 633 234 695 1462 430 726 553 1469 560 739 760 740 689 615
split_gain=18.7065 15.9881 23.9936 27.6626 23.2771 28.9849 21.4536 21.1994 24.2706 20.3801 21.3233 20.0857 19.9322 19.4913 19.4548 21.7118 19.8902 19.4922 19.2965 19.7385 19.2002 22.3068 19.0464 22.2912 20.2584 19.4535 19.0576 23.1964 24.8629 22.0587
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 0.10039724912444258 1.4243427035504792 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 0.58895901036483078 0.86385367930994306 1.1248358748350926 1.8999064755685127 4.3527420364106586 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 -0.33888244088082226 0.10265607763050343 -1.2369097968503453 -2.5456679507321813 -0.032233800100399751 2.9775633284852119 1.4889352106746172 2.5106116815996127 -0.0042716488657764022 2.6399776226761449 0.16364321731367579 -0.59108387774323179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 22 13 18 -3 11 10 20 -9 -5 -6 15 16 -14 -18 19 -2 -8 -22 25 24 -24 26 27 29 -29 -4
right_child=1 7 3 12 5 -7 9 8 -10 -11 -12 -13 14 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=4.2709416343625307e-05 5.5924762466696497e-06 -3.9279945008049428e-05 1.6500829402619052e-05 -7.9496462502805367e-05 -7.0354055730861072e-05 0.00010108375877470935 -0.00012824686891057258 0.00023746396192434602 -1.4252301761612959e-06 -0.00013595514777757381 -9.9113854987120868e-05 -5.733052217134951e-05 -0.00032926514540459383 0.0011595178357010586 0.00083978218919576861 -0.0013336987093440962 -0.00037524548260732971 0.00017983361023791677 6.6741763198920908e-05 -0.00011333243123354045 -0.00062272244215997848 0.00023841900224258816 -2.9238196026527046e-05 0.000862074132500466 -0.0003006639415687017 -0.00032978713246974362 -3.1634947876569053e-05 7.6325941552276912e-05 -0.00042570031621753408 0.00011359017777717253
leaf_count=29559 24100 9447 23781 79939 57185 5532 912 5244 5700 1387 1527 1127 897 44 171 73 505 3679 14057 10495 146 6559 36047 133 1558 896 18094 756 961 21420
internal_value=0 -0.0152697 -0.0201474 -0.0310418 -0.0145293 -0.0524093 0.0207063 0.0406557 0.0965123 0.108325 0.145121 0.185665 -0.0704043 -0.0701149 0.0779527 0.0483758 0.0673127 0.128746 -0.00086786 -0.031601 0.189496 0.225745 0.00596621 -0.0377794 -0.0414709 0.028345 0.032489 0.0556137 -0.186504 0.0658302
internal_count=361931 332372 310854 251671 166407 62761 59183 21518 12071 10531 9144 6371 85264 57229 5325 5154 5081 4184 48652 34595 7617 6705 103646 37738 37605 65908 65012 46918 1717 45201
shrinkage=0.000980392


Tree=4030
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 1443 930 1097 912 592 791 858 927 836 691 728 382 566 853 921 1324 624 1317 924 207 1252 978 633 234
split_gain=22.8465 18.3928 27.0583 26.8884 24.6432 42.4959 25.0768 23.279 24.0131 25.6916 24.742 22.5091 29.8196 24.3099 22.6325 22.2054 21.6388 27.4938 26.1568 22.5441 23.3128 21.2473 20.9302 20.7575 20.1411 20.1196 19.6589 21.6925 19.9772 19.499
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.593744732512876 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 1.0000000180025095e-35 0.55350330389352487 1.0483613175537825 2.4283205456421384 0.29073615932568342 -0.49008176997875957 1.0000000180025095e-35 1.7115451368606267 0.91359539958596292 1.0000000180025095e-35 2.0883641899847656 -1.4097550793351623 1.3531462534988981 1.8999064755685127 -0.27960215840261687 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 11 6 23 8 9 -2 -11 -4 14 -14 15 22 -3 19 25 20 -18 -9 -13 -6 -5 -19 27 28 -26 -30
right_child=1 16 3 24 5 -7 -8 21 -10 10 -12 12 13 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=4.8764272080140179e-05 5.1825032536613167e-05 -0.00010313265967005028 -4.6777703865718053e-05 -7.9912892727584242e-05 1.7829096094646731e-05 0.00024718391603680419 -0.00016266649104221167 -2.772224161416837e-05 0.00016191299208451909 0.00032116375927732571 -0.00035467663762741181 -0.00034799560873632679 6.0192871246467477e-05 0.00031326284409781012 0.0017283938490878822 -0.00012746903571044614 2.0478344660977048e-05 -0.00018857482980643648 0.00031037770978207478 0.00036266626625583085 0.00027095938833597273 0.00028238277218769868 2.7628418372792499e-05 0.00029529136996863953 -0.0003298209866355302 3.2473614378452192e-05 0.00084156650594545824 -0.0013327150930273553 -0.00037507572441613959 0.00017997365213618776
leaf_count=29559 15564 3824 98610 79939 14090 4123 4097 31821 8719 314 1720 1300 9918 2066 33 10106 4999 3049 965 1781 2394 1045 20663 1401 897 4506 171 73 505 3679
internal_value=0 -0.0152122 -0.0204417 -0.0319968 -0.0157294 0.0510172 0.0057785 0.0229486 0.0739068 0.0213621 -0.23526 -0.0280261 0.0170691 0.112153 -0.0236337 -0.0259817 0.044728 0.0753814 -0.0114544 0.156374 0.10418 -0.0173023 0.0136298 0.0440804 -0.0707806 -0.0537201 0.0782625 0.0484689 0.0673823 0.128925
internal_count=361931 332372 310854 251671 166407 23711 19588 59183 26317 17598 2034 142696 44086 11984 32102 32069 21518 17694 8520 9174 7393 32866 21963 15491 85264 7555 5325 5154 5081 4184
shrinkage=0.000980392


Tree=4031
num_leaves=31
num_cat=0
split_feature=281 1450 1172 130 488 917 636 83 912 150 144 13 845 137 494 1444 1262 354 495 838 1430 1249 277 296 1462 1420 424 633 345 1111
split_gain=10.8505 17.4199 17.3249 21.0541 27.3086 17.117 19.3743 16.9954 22.2296 18.0621 16.8712 16.7424 19.0359 16.3866 18.9036 20.2133 17.7742 17.3457 17.1132 16.7913 16.3662 16.025 22.9591 20.4604 19.8297 17.7769 17.4862 17.6826 17.0557 18.1916
threshold=-0.51683025384530856 7.6965356047778188 -0.46108146241612885 1.7243530357355066 0.30666634310612345 -1.1184718134914526 -2.1148560363481264 0.31361558646046506 -0.63164668608937513 -1.4427564248649241 1.7191564938916206 2.6012393009243922 -1.0028184660983837 0.71559759823706726 -1.5639895383346061 1.0000000180025095e-35 -0.90466413052763384 0.23726790784643464 -0.89357940072919073 2.800203397798688 0.54622893720785959 -0.29625655284182562 0.34311379293258132 2.3187840160993529 3.4653406265423476 -0.58959059768286737 2.1623847703642274 1.2367868645108187 -0.063637734744351734 -0.59846158187993315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -5 -1 -7 20 9 -9 -4 -10 -13 14 17 -16 18 19 -15 -8 21 22 24 -23 -2 -24 -27 -28 -25 -30
right_child=7 -3 3 4 -6 6 13 8 11 -11 -12 12 -14 16 15 -17 -18 -19 -20 -21 -22 23 25 28 -26 26 27 -29 29 -31
leaf_value=0.012868019997880424 0.001039963580529922 0.054754018979591035 -0.0011711474698099127 -0.013965550946203093 0.0060327021075864806 -0.028943213268840702 0.019970144936115295 0.028902049486327543 0.0026714449986632786 -0.0025055511935039411 -0.0093024740282608796 0.038504117683075635 -0.021306254665908755 0.040940777059609766 0.0028298737153546775 -0.0066078620023620306 -0.008018621692101156 -0.005192748994294968 -0.00062502816581054739 0.12798676218231217 0.0016281009600459689 -0.0027856834839785735 -0.014984038576260031 -0.0020123211724110478 0.0172896393028301 -0.0032136150228472406 0.017760391433566634 0.11942472548797101 0.058440045512264976 0.013271642770487145
leaf_count=1660 44315 51 73982 5191 1406 414 1311 289 64628 18876 4392 66 635 210 18038 4454 4565 637 408 26 34790 66506 2033 692 850 10566 266 21 173 480
internal_value=0 -0.0228515 -0.0236591 -0.0426603 -0.185964 0.0236331 0.0103803 0.00550985 0.0310956 -0.0414372 -0.0319781 0.0497353 -0.29679 0.0166677 0.0422848 0.0241983 -0.106958 0.286136 0.267713 0.436421 -0.00930392 -0.0230696 0.00492824 -0.0498517 0.0282563 -0.0892658 -0.0485308 0.590755 0.269698 0.549366
internal_count=361931 116745 116694 84971 6597 31723 30063 245186 84494 19165 78374 65329 701 29649 24466 22492 5183 1974 618 1337 160692 125902 58051 67851 45165 12886 10853 287 1345 653
shrinkage=0.05


Tree=4032
num_leaves=31
num_cat=0
split_feature=785 21 1469 1452 1470 1469 1454 1467 615 1451 671 610 1464 1429 1460 1315 1208 852 723 909 1059 1449 1459 81 1105 1247 1149 885 747 1464
split_gain=10.8573 12.7902 25.9224 27.6077 25.5013 29.1539 29.0343 27.5793 24.0103 23.9949 22.7916 23.5369 22.1862 22.1568 22.6573 21.9094 24.1997 21.2571 23.5722 26.6648 21.978 21.1183 25.5518 24.2527 20.967 20.9312 20.8755 25.9715 28.3233 20.824
threshold=-0.86283290253235112 -0.13431221002227373 -1.1256941366283033 0.85148356494928035 -1.1890194440405242 1.9035563409722784 0.50933602050530713 4.808695702623436 1.7711288261699307 6.4075748987462005 1.0000000180025095e-35 3.288219859444637 2.1530154335274583 1.13172262110474 1.3228809068545828 1.7113582445367468 -0.58549455832257313 -0.22706799479215015 -1.0570063487222232 2.2320253790698321 1.0885083440240186 1.0000000180025095e-35 0.066535483750973831 -0.011044966771719237 1.7646846500813924 0.43906398100434557 1.3094460619852766 -0.92873225317066288 1.6274895855248437 1.8829436135215958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 24 -4 6 7 12 17 10 11 21 15 14 -5 16 -6 18 19 -3 -19 29 23 -23 -2 -21 -22 -28 -29 -8
right_child=1 8 4 13 5 -7 9 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 20 -20 25 26 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0018978233949168738 0.0024947452866556207 0.0012452516151635843 0.0039394574710014873 0.016458173980916313 -0.0019351454034688095 -0.010758542622953027 -0.020851317036367244 0.03634159431036476 -0.0055903084617103501 0.049510169750280449 -0.0018701844061392453 0.063964463299964677 -0.013056335927501626 -0.011985492073756945 -0.0037031304851951555 -0.0062655956464574628 0.0023006244479266925 -0.00033982927646187205 -0.0037259446602108241 0.010620507280131083 0.0014138947019384535 -0.0063816099175258382 -0.013983536262307179 0.02356590393441467 -0.017783267670788208 0.054835253443607561 -0.015692746398093937 0.016811729743697403 -0.017448429657688242 0.009488711084771919
leaf_count=29559 14933 6467 16346 3814 35195 5574 4393 232 17443 85 10832 71 2272 540 754 9095 64154 79540 42806 327 8082 1123 2412 690 809 169 420 3102 291 401
internal_value=0 -0.00702164 0.00820435 0.0803913 -0.00447384 -0.0171861 -0.010141 0.00634847 -0.0214531 -0.0973794 -0.104256 -0.211183 0.00409345 0.217153 0.261471 0.00903684 0.0188535 -0.0125607 -0.0524255 0.0665565 0.0070389 -0.224058 -0.0911014 0.133754 0.0326849 0.522425 0.0941339 0.220919 0.27774 -0.354675
internal_count=361931 332372 173725 20850 152875 136529 130955 110948 158647 20007 19922 9090 110716 5108 4568 108444 99349 141204 49769 6963 91435 9019 4225 1813 15742 496 11895 3813 3393 4794
shrinkage=0.05


Tree=4033
num_leaves=31
num_cat=0
split_feature=733 785 727 1048 1251 707 376 1211 956 773 1124 493 632 1469 482 759 2 838 82 623 1397 775 1337 894 784 677 1467 657 788 980
split_gain=18.216 19.109 18.4204 16.7168 17.4483 22.7693 22.6329 22.5385 19.1623 19.3603 18.717 17.5489 19.1111 16.6822 16.2571 17.9864 17.6987 20.3533 21.4492 19.2381 17.213 16.5954 19.2469 16.3725 16.2265 24.5118 26.6892 25.2152 23.1195 23.1871
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -1.080504775683313 0.30642316380516982 0.57902216170248921 1.2189113891555967 1.0000000180025095e-35 0.77329238403481038 1.0493794169811319 -0.76157457066845924 0.28341713732416701 1.8944568646154127 -0.98013275004230149 -0.36643596294956943 1.6358856786488074 -0.48254070243175368 1.4248459595431171 -0.60059507879476437 -1.0745431413596906 -1.696806021191265 0.089612582848029379 -0.37844666010903466 -0.39311499224380125 0.9594655836162902 1.0000000180025095e-35 1.4133641467104867 -0.29429909822911982 0.38349571241217301 0.072265684062638114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 24 6 10 11 9 -8 -6 -7 -13 -11 20 -16 19 21 -19 -17 -12 22 23 -18 25 26 -5 -27 29 -29
right_child=-2 3 -4 4 5 7 8 -9 -10 13 14 12 -14 -15 15 16 17 18 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-1.3000089850176531e-05 -4.9872103976284755e-05 -6.4475695223664535e-05 0.00010684255697146635 -5.7812641578001136e-05 6.6182981076467554e-05 1.448713680866831e-05 0.0002115711132212977 -0.00023072569139916821 -0.00013782875671832068 -0.0007646834550402771 0.0011970368189601959 -0.00020575781285320013 0.00060626704772480887 4.3832723368645933e-06 -0.00011166151984553463 -0.00094158319021866207 -0.00032074748783162657 -0.0010520673824826179 0.0014928713943257431 0.0006517975845344165 2.0322035849521502e-06 -0.00045705702477826811 -0.0003184379040221252 0.001089707322832766 5.0909528425836281e-05 6.6248821945699349e-05 0.00012160036296135951 1.4728273629214766e-05 6.4037589265722938e-05 -0.00010422332304885418
leaf_count=10471 71767 33690 14288 54680 7785 7639 5261 6116 1666 183 61 4725 159 813 20299 59 57 25 63 436 12981 448 197 123 31411 30901 4588 14291 12012 14736
internal_value=0 -0.00507567 0.0539595 -0.01103 -0.00484524 -0.0366981 -0.0120112 -0.111118 0.104897 0.160424 -0.0328137 -0.0523461 -0.177102 -0.144508 -0.0564288 -0.0959437 0.156969 -0.029225 0.956936 0.519005 0.00790403 -0.14826 0.189123 0.688062 0.00750096 -0.0039218 -0.0428102 0.0208593 -0.0138855 -0.0466497
internal_count=361931 290164 24759 265405 231715 69096 50457 18639 7923 6257 42534 12523 4884 996 34749 21707 1408 913 88 495 13042 825 377 180 162619 131208 59268 71940 41039 29027
shrinkage=0.000980392


Tree=4034
num_leaves=31
num_cat=0
split_feature=1452 1465 1459 1459 1459 1458 1450 1457 1453 1458 1459 1458 1464 1451 1469 1460 1459 1459 21 1462 21 1457 1450 1457 1020 1465 1465 1465 1465 1454
split_gain=10.8882 41.0079 37.467 51.7755 51.5439 58.2132 48.921 39.5569 41.6822 35.842 35.0193 29.9818 36.8127 31.1351 39.7547 34.5771 31.4261 29.3905 29.3073 29.0542 28.6424 37.1645 28.1321 28.1265 27.3318 27.1706 34.2047 33.3421 52.1445 42.0638
threshold=-0.58911782507014421 -0.58331477857565561 -0.17903548000207106 -0.23672275088034492 0.84568063206599431 -0.32317932039917258 -0.53957858280654969 -0.41944592117090779 0.56824715093290779 1.7240176626431569 5.488374436184996 -0.71693843586677841 0.13308716897351316 -0.44322419471286412 0.93183573322248126 0.40135300256177026 -0.45816039207885656 -0.26793547271153983 -0.51252769393407926 1.0841960110954239 0.81122649975724037 -0.54408815310789582 4.3567393113625563 -0.3819645836246745 0.44670980992553178 -0.19343653664292135 -0.23500880686833706 1.0000000180025095e-35 0.066953218018581756 -0.40696913463973794
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 18 -7 8 20 -8 -6 12 13 16 -15 19 -3 23 -4 -16 21 -1 -13 -9 -18 26 -2 -27 29 -29
right_child=25 11 4 -5 10 6 9 17 -10 -11 -12 22 -14 14 15 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.009064787991948901 -0.0013662678634999653 -0.021430976153002306 -0.0012593971218932637 0.030813646808489515 0.010950314642437875 -0.023094001148100729 0.0020498010313803623 -0.022588282580284821 0.046665690561717627 0.030966690673458731 -0.033998514755346675 -0.0022006852288005206 -0.0054223597942383919 0.0067146417955139693 0.02512126502774846 0.07403550149463721 -0.0018674119457334556 -0.029657181582008904 -0.026010086298470292 -0.052664996710248969 0.023518095809431951 0.026483261835712247 0.024816025109599259 0.0053004428549109084 0.026953867785050902 0.0041459310430065005 -0.011335856759521852 -0.021429759604976638 0.00034163367619407571 -0.0020912191547668838
leaf_count=1330 132836 882 1247 1155 4844 1047 4789 609 390 523 207 54753 4022 3831 1484 126 1779 498 2380 87 1251 559 409 9265 528 29140 5058 2972 90511 3419
internal_value=0 0.0181579 0.0886354 0.169773 0.00667298 -0.0990627 0.026186 0.128816 0.32784 0.110702 0.180604 -0.0146424 0.088486 0.170238 0.271398 0.546151 -0.0202445 0.0521747 -0.365707 0.440837 0.232358 0.0391225 -0.0386582 0.0764998 0.11706 -0.0109731 -0.0349442 0.0134733 -0.00744221 -0.2145
internal_count=361931 97995 30094 15057 15037 9986 6359 13902 3530 5312 5051 67901 12739 8717 5528 1697 3189 10372 3627 1571 3140 1889 55162 9874 2307 263936 137894 126042 96902 6391
shrinkage=0.05


Tree=4035
num_leaves=31
num_cat=0
split_feature=890 407 43 705 993 768 741 706 288 1355 338 563 764 1024 485 65 649 287 347 910 346 497 702 1395 343 78 616 1455 1292 1229
split_gain=19.2284 25.1939 21.6845 21.1109 22.4852 20.756 18.6085 18.6656 19.1503 19.4198 22.5165 23.034 19.0322 21.1428 19.5396 18.8618 20.1838 19.7416 20.5705 18.7992 19.2843 18.7321 22.5211 19.9411 21.2515 18.9252 17.8551 17.7034 23.0231 24.0401
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 1.3183739815888758 -0.89727091510114898 0.27184435679297764 2.8718069931529517 2.0733145747592965 -0.26704414188828945 0.78446141766648569 0.54319667440125596 1.9757293484619793 0.59708458433973444 1.3727948663943095 2.6633534206205476 -0.39289434837986426 3.178449657606552 0.66290233023023581 0.10242394995408317 -0.7762702379335058 1.5682113508268578 -0.69973564540590172 2.2275443133153514 0.70026926480477225 0.30030769612360109 0.13062715075256653 1.0032126598012274 0.40822562400327617 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 -2 3 6 5 26 7 8 -3 12 15 -12 21 14 19 -11 17 18 -17 20 -14 23 -23 -10 -25 -26 -5 28 29 -1
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 11 -13 13 -15 -16 16 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00026547296272143246 -6.5520958379475697e-05 -2.8695165254013973e-05 -0.00012267521579933271 0.00022072130143450046 5.3255546937018676e-05 0.00061951419259313116 -0.00046475529260119492 0.0001553148400463901 -3.2582914389742173e-06 0.00022040830390918675 5.3669444470785913e-06 0.0005083021905134276 0.00016790004548522284 -0.00023251666336165184 -0.00076846274607423627 -0.00032238224980891733 0.0012079864000667686 0.00034705229869781169 0.00010868162086797444 -4.5713054981639908e-05 -0.00051309333220570462 4.2668942093960886e-05 -0.0002115820813718282 -0.00031816337071463813 0.00028189273486473146 -0.00040898224647706251 -0.00068263095535643517 1.4403709681371323e-05 -3.3515109839945157e-05 -7.8573135174088321e-05
leaf_count=13456 36838 71858 8848 1207 14971 569 558 4169 8985 5906 13931 409 3430 3182 167 1241 57 533 1040 21103 234 60708 1730 2739 609 282 150 22609 44175 16237
internal_value=0 -0.00250386 0.00524172 0.00892726 0.0839769 0.30354 0.00251818 0.00348381 0.000498474 0.0167475 0.0730768 0.0205143 0.00328655 -0.046838 -0.0267995 0.159795 0.00418921 -0.025728 -0.122662 -0.0216534 0.12945 0.0216547 0.0365646 -0.061394 -0.21053 0.0783594 0.149713 -0.0442405 -0.0655137 -0.136342
internal_count=361931 265454 228616 219768 16897 1926 202871 202313 198144 126286 23117 14340 103169 28116 24934 8777 2871 2814 2281 24767 3664 75053 62438 12615 3630 891 1357 96477 73868 29693
shrinkage=0.000980392


Tree=4036
num_leaves=31
num_cat=0
split_feature=519 727 382 853 566 207 1462 1464 954 629 1323 788 426 1124 570 1080 565 1453 1089 830 344 622 345 211 1045 11 706 37 429 1046
split_gain=10.8771 22.0377 23.1805 20.45 20.1018 22.0688 19.317 21.0357 20.9211 19.0035 18.7816 18.211 17.9615 17.8717 15.5993 15.225 15.1131 15.0676 16.9555 16.3563 17.2304 17.0514 16.1611 15.4495 16.4305 16.0916 17.0859 15.0788 18.0413 16.5703
threshold=2.1420547332082829 -0.682906484622256 1.0000000180025095e-35 0.91359539958596292 1.7115451368606267 -0.26847100341781854 0.14095095542647648 -0.074891043096876886 2.2664990475867119 0.58309809233117293 -1.0331136150705573 1.0000000180025095e-35 -1.1818204534058838 3.0832975383402426 0.74841402642275989 -0.44846366994746462 1.1064328878937786 1.2041679343814773 1.0000000180025095e-35 -0.0036910544665070609 0.11406207497023811 2.0378455604592673 1.0338476733342057 0.7123898841630727 -0.031095607292517573 -0.10629345531438471 -0.40531971458530397 1.0000000180025095e-35 -0.05456745560164377 -0.58642939362613478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 6 5 13 7 11 -8 -10 -9 -3 -5 -4 -13 -11 -14 19 -19 20 -2 23 27 24 -21 -26 -27 28 -22 -29
right_child=1 2 4 12 -6 -7 8 10 9 15 -12 14 16 -15 -16 -17 -18 18 -20 21 22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.00033657473533038379 -0.011950495323100586 -0.010516423967142141 -0.007949787818018016 -0.018732537225733006 0.013860135680286021 0.0024009998179744894 0.015929916428984874 -0.025193053857248644 0.012658157961751135 -0.070685076342292985 0.012230104928157105 0.010142506427144132 0.016046447998543281 -0.075835248130078123 -0.022655900576054475 0.026931114373593371 0.044280163552965844 -0.012053336039204688 0.02749077466202552 -0.037782668644332815 0.0061155679564907353 0.039067250473002635 0.046944441897129575 0.0014829417421398897 -0.034206951731678828 -0.0029396894425199565 0.084054708504142539 -0.015478134784294148 -0.041295324318557966 0.030814299146026528
leaf_count=338398 1045 2111 3372 154 1027 5003 2249 197 99 85 2006 1179 1522 56 219 21 246 215 270 615 255 64 104 325 222 240 23 139 181 289
internal_value=0 0.0417298 0.0709845 0.143124 -0.00543405 -0.040266 0.0956063 0.0263905 0.255447 -0.372454 0.188462 -0.0801362 0.342093 -0.177775 0.110126 -1.00246 0.402191 -0.108166 0.23143 -0.162233 -0.0301975 -0.337218 0.17431 -0.387288 -0.514443 -0.209404 0.134346 0.070617 -0.232721 0.347548
internal_count=361931 23533 19546 10088 9458 8431 8166 5712 2454 205 2203 3509 1922 3428 1398 106 1768 3987 485 3502 2013 1489 968 1425 1100 485 263 864 436 428
shrinkage=0.05


Tree=4037
num_leaves=31
num_cat=0
split_feature=1368 1452 1444 1452 1470 1458 1457 1451 1468 1173 83 1455 1451 636 1427 1168 1453 623 1451 1451 1470 1466 1453 1464 1461 1465 1454 767 1456 884
split_gain=10.6765 16.2649 25.1012 25.1475 27.4528 23.6264 27.0976 29.4645 21.8114 21.6 21.5617 21.2632 20.7444 21.0507 20.5537 20.5464 20.4617 28.4899 24.2043 26.5299 21.1942 22.014 28.92 27.3142 37.676 32.4184 32.1095 25.4448 26.6648 25.2842
threshold=1.0000000180025095e-35 -0.18157124906225561 0.61050815248025436 -0.1014882148136543 1.3261200586369628 -0.45416350011085566 -0.49149927429923285 -0.3925828060574959 1.3195544013298623 1.738288090626156 0.71010908816241536 0.31406523452395613 0.63570884406687644 0.45623207176700725 4.1084826962590775 0.9917809348404073 0.68513365787920644 2.0675330096445874 0.4613173122914726 0.36244433757593303 0.80180414350200069 0.12232233282839861 0.59428066624472364 0.16676341185298507 -0.2634310735630721 0.33925502870091589 1.0692506903199488 1.3212510854848512 2.7040346601522836 5.604093158959838
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 5 6 10 -8 9 14 -3 -11 16 -14 15 -5 20 18 19 -18 21 22 23 24 25 26 -2 28 -25 -27
right_child=1 2 -4 8 -6 -7 7 -9 -10 11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 27 -26 29 -28 -29 -30 -31
leaf_value=-0.00069876981881798652 0.0034662563231133308 -0.029413318156664967 -0.0075271283237189389 0.0017150273857781996 -0.030402041970123195 -0.011083614760737904 0.034721085934707734 -0.002493392422219336 -0.0061679687659587793 0.018454879064836279 0.020487859568822857 -0.0039927782057504633 0.010385570459490977 -0.00041051548807516337 -0.030942002384352175 -0.0095896113178464276 -0.0052314691461685893 0.022136189750147847 -0.028441093409276436 0.027134025769457115 -0.001591979668492027 -0.0012971534011766315 0.046936823216726986 0.012810967865560114 -0.0076476053452921135 0.016561327026273609 -0.023389194007918064 -0.010794052373791383 -0.03681613645515177 -0.097990084886809672
leaf_count=215991 15878 444 8372 39647 683 2972 473 552 5465 1831 148 790 6220 3405 240 2883 8271 456 628 289 18718 11197 195 7285 4607 2775 603 697 193 23
internal_value=0 0.0121022 -0.0154106 -1.04612e-05 -0.154614 -0.0914752 0.124117 0.328634 0.0150117 0.030984 -0.293954 0.233002 0.0336016 0.129792 0.0188993 0.0227599 0.01963 -0.0787952 -0.108712 -0.0782505 0.0350546 0.0622461 0.0923778 0.0868439 0.0472146 0.0887192 0.0499356 0.199198 0.237521 0.311255
internal_count=361931 145940 64500 56128 5272 4589 1617 1025 50856 45391 592 2621 81440 9625 42770 42530 71815 9644 9188 8560 62171 43453 32256 32061 23886 19279 16481 8175 7478 2798
shrinkage=0.05


Tree=4038
num_leaves=31
num_cat=0
split_feature=1461 1458 260 844 1453 1457 1437 1193 190 201 1469 1038 766 1214 1117 300 1381 1259 496 1317 633 876 493 469 20 744 6 969 415 1387
split_gain=10.7358 17.7158 18.1826 21.8493 16.9737 24.7894 19.5187 14.7298 14.553 14.2603 14.2374 18.3202 14.1627 14.314 14.1429 14.792 16.9002 15.1042 14.8401 17.0428 14.7433 13.6373 15.7626 14.9307 14.6357 14.0327 13.0206 12.941 12.4293 12.1271
threshold=3.9993613276323443 0.036661978097680334 1.3688607998728337 0.93085542958294554 0.47485221662462634 1.4496650373183211 0.72713696786055593 -0.53368481803894474 1.0000000180025095e-35 1.0000000180025095e-35 -1.161100960392466 2.020997945620334 -1.3601211277065837 -0.58519880192266938 0.58702413341990234 0.22924302793746357 -0.93672789546451585 0.78256523618709239 -0.038197674002945235 0.023903703062973614 1.9350628110888086 1.0000000180025095e-35 -0.36151891067496683 1.0000000180025095e-35 0.93185905702119143 1.3025484894158337 -1.3397865537662812 0.023895884711218212 -0.22633546369185753 -0.52380354964967302
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 21 6 12 29 -4 -8 -2 14 -6 -14 15 16 -12 28 19 -17 -16 22 23 -3 27 26 -23 -25 -18 -5
right_child=1 4 8 7 5 -7 9 -9 -10 -11 11 -13 13 -15 20 18 17 -19 -20 -21 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00021174235085197912 -0.0084546219762667695 0.030678669277782941 0.058019920321266377 0.045996805970047766 0.050339916978829696 0.023342477439695954 0.041946960627635553 -0.040913943714781756 -0.0099538006740110575 -0.035693596703730061 -0.03435472387190202 0.066128647228943224 -0.0030112891743237927 -0.043748420539168498 0.038143546799580395 0.035822491080229342 0.043930935055013817 -0.017037977039286608 -0.034802778593297536 -0.049792495238197787 -0.053327659975507161 -0.062093327315728919 -0.014010955174991707 -0.048210561353423866 0.06552842847712613 -0.04804292152587241 0.03583085479653373 0.0085407334235881004 0.010401482375915145 -0.027662241755550088
leaf_count=357498 302 244 137 55 26 169 81 194 52 39 74 69 140 493 322 93 258 106 155 39 23 20 518 98 24 32 293 89 229 59
internal_value=0 0.103102 0.239972 0.176758 -0.0337511 -0.266465 -0.445801 -0.403173 0.848252 0.328436 0.264713 0.352952 -0.61225 -0.682421 0.29182 0.15749 0.33132 0.443469 -0.243758 0.268073 0.653943 0.120475 -0.0107322 0.268749 -0.152711 0.485899 0.614976 -0.369059 0.587963 0.225868
internal_count=361931 4433 2167 1978 2266 948 779 308 189 120 1670 1368 659 633 1299 954 667 593 287 132 345 1318 973 455 211 345 313 187 487 114
shrinkage=0.05


Tree=4039
num_leaves=31
num_cat=0
split_feature=1147 785 543 1469 537 1238 1393 146 1043 1467 554 823 1119 1365 900 1363 953 456 406 1395 363 997 453 828 371 975 1329 1394 976 285
split_gain=16.9664 19.4061 17.8043 18.4934 20.9142 19.8046 19.9353 19.6909 20.2354 19.5486 19.0269 18.8605 21.37 19.598 19.7081 19.6166 20.9297 19.7318 19.27 17.9951 24.4526 17.8886 18.302 20.0203 24.6457 18.2366 19.4653 17.7593 18.1317 20.2123
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 -1.0470123060412753 1.2978429288651507 -0.40677623306953564 1.1418940604555068 -1.7547765037922709 1.1340291073941886 4.5114904631235966 -1.5523376696239433 -0.277660549730326 1.6301121071850979 -0.42638832581415231 -0.086120506658492302 1.0000000180025095e-35 1.6667450879487664 3.2574167820993445 1.3204840876176156 -0.37483576531475077 0.82657874128394393 -0.55302200848745542 2.3178925073180721 -0.11361869125679648 0.60442256450969223 0.59385248254315581 -0.57565999119435218 1.0139192449559153 1.7460519943684092 2.6027456476704649
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 21 -8 19 27 -3 18 13 14 -13 16 17 -15 -12 20 -9 -5 -23 24 -24 -25 -27 -7 29 -29
right_child=-2 2 -4 5 -6 9 7 8 -10 -11 11 12 -14 15 -16 -17 -18 -19 -20 -21 -22 22 23 25 -26 26 -28 28 -30 -31
leaf_value=5.3255109642401363e-05 -4.7783537541396052e-05 -0.00019888263615919932 -6.7514832169280619e-05 5.5964746912586178e-05 -0.00012614036778848866 -6.0016971680962277e-05 0.00065746290575406641 0.00014720416626455698 -0.00026107308629197699 0.00048454604874735493 8.1732039284679008e-06 -0.00014309304445655419 0.00042028803469254148 0.00028890395285058502 0.00016219277491686992 -7.1008477577183632e-05 -0.00033737518302512121 0.0021346817386518053 0.00021940247924794441 -9.1420122415463985e-05 -0.00046973543941042432 -1.4447386368320566e-05 -0.00020256737660452397 0.00043242962199653145 0.00050118908686610575 0.00060350042406369354 -0.00035667675146428137 -2.7125098109748088e-06 0.00036207935136190329 0.00068995687750819515
leaf_count=24931 71440 1629 33101 33389 3056 72043 199 3251 2289 291 18531 2300 1034 3630 1693 1068 235 22 2112 10217 393 60969 1195 1326 331 149 407 9642 843 215
internal_value=0 -0.00490565 -0.0109608 -0.00469774 0.0405286 -0.0139278 0.00408114 -0.0690367 -0.0773357 -0.0438171 0.0569907 0.067691 0.145369 0.109763 -0.00616767 0.199595 0.267609 0.307947 0.030748 -0.0435778 0.0910302 0.0159563 -0.00606501 0.158012 -0.0461046 0.30991 -0.0656384 -0.0464435 0.0408769 0.013165
internal_count=361931 290491 265560 232459 35310 197149 114115 16349 16150 83034 32254 30625 9982 8948 3993 4955 3887 3652 20643 13861 3644 97766 64377 3408 1526 1882 556 82743 10700 9857
shrinkage=0.000980392


Tree=4040
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 1038 471 1457 911 706 967 1372 21 978 357 0 1189 830 227 972 754 785 513 575 936 967 842 1193 1111 843 973
split_gain=17.9326 15.5824 16.4735 36.4519 18.3157 17.9059 18.2388 18.1372 17.4702 20.2593 19.7762 18.598 23.2669 18.8745 18.6644 17.7755 20.8919 21.7324 20.1056 18.2068 20.7378 36.8896 28.473 24.4402 26.4281 24.1801 22.4844 22.3961 20.9662 20.0708
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.88201376903089468 1.0000000180025095e-35 -0.52602710921920071 -0.38743231109623372 -0.2757743684523109 1.7064500881791762 1.7231870616215912 -0.70163543588998201 -0.86739898370003232 2.886903547609418 2.8398711320926089 -1.0096337021262032 -1.3934868510062559 0.091431299299208055 1.1514322306331033 2.3218875611781908 0.58460966528228819 1.0454229551509682 -0.86675834133512175 -0.71332139697136976 -0.98783989795997373 0.98618284318360494 -0.058102475460647562 0.7494920121202634 2.2892590682533238 -1.2052150774704609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 7 -7 -6 9 11 15 14 13 -13 -2 -10 17 18 -17 20 28 23 -23 25 -25 29 -26 -24 -18 -22
right_child=1 -3 3 -5 5 6 -8 -9 10 -11 -12 12 -14 -15 -16 16 19 -19 -20 -21 21 22 27 24 26 -27 -28 -29 -30 -31
leaf_value=4.023925940137958e-05 6.121655507804507e-05 -5.1667652566860085e-05 -0.00025414105134015857 0.00034593329788180086 9.6881012856188129e-05 0.00027737878092687362 3.1245678834344161e-05 -0.00019680673405844871 5.057135086571423e-05 -0.00011036994072588932 -0.00014754475217875718 -0.00011133336116513096 1.4555995507114897e-05 0.00093470954180609894 0.00050626527652199843 -0.0001675907626576607 -4.2645582639106899e-05 -0.00045938528007981945 0.00039573517364917076 -0.0001657466351491532 0.00071893558633557956 -0.00053351616063304868 0.00038260722978477864 -0.00042476383246928837 4.2636391556969075e-05 0.00043290028007815387 -0.00015716882504769651 -9.1940246926254431e-05 0.000216369536324659 1.5481444208134478e-05
leaf_count=29559 24985 69820 1206 1780 1763 1992 3620 2181 16716 7438 8713 11005 58094 98 465 3164 85093 2023 460 6787 198 208 2304 992 9004 963 5182 571 1388 4159
internal_value=0 -0.0165435 -0.00919587 0.0672819 0.0193431 0.0481813 0.123523 -0.0668504 -0.0136147 0.00861793 -0.0306658 0.0169748 -0.00130354 -0.104169 0.0713492 -0.0243381 -0.0337891 -0.203619 -0.0866592 -0.0282053 -0.0221451 0.039862 0.251451 -0.000988009 -0.0519277 0.133132 -0.0251959 0.303267 -0.0384997 0.0535148
internal_count=361931 332372 262552 12542 10762 9556 5612 3944 250010 102085 147925 94647 69197 11103 25450 139212 122496 5647 3624 116849 110062 23581 3083 20498 15178 5320 14186 2875 86481 4357
shrinkage=0.000980392


Tree=4041
num_leaves=31
num_cat=0
split_feature=871 666 252 1037 1153 641 1111 546 1191 1048 80 1121 897 71 907 338 558 11 908 348 700 1323 760 1392 1439 488 473 347 1101 1262
split_gain=10.7063 13.2275 13.0056 23.5252 17.9702 17.5168 17.9512 19.0557 20.7432 16.6529 20.5356 16.1576 16.9215 16.1728 19.9388 20.8733 16.0859 19.1485 18.5372 20.3066 21.1349 19.9507 17.4965 15.8005 17.7554 23.0895 16.5596 16.0069 19.8868 17.3652
threshold=1.0000000180025095e-35 4.0563283436131172 1.0000000180025095e-35 0.16427861923041379 1.2227683615572176 1.7843504189826642 0.65234220354367267 0.27757751696566901 -0.67470315959507787 -1.0627241715616391 -1.2240880262661509 1.6205802666717004 -1.3667865644000288 -0.52776050522298468 1.3409465745806848 0.23804152301828341 -1.3508319429000253 1.1055723507821198 0.57730773066804286 -1.0048174437789428 1.8605323512531904 -0.27390051747756244 -0.62153296326956675 -0.43792048788644916 1.7751014654182826 -0.18950697336928232 1.8756843572505197 -1.5558113105008784 -0.37478473001060308 0.46919492706097976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 16 6 9 8 -8 10 -5 13 -13 14 -10 -16 17 18 19 -2 21 -21 -19 26 27 -26 -6 28 29 -25
right_child=1 -3 -4 5 23 -7 7 -9 11 -11 -12 12 -14 -15 15 -17 -18 22 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00013953636861012346 -0.0026090154260814927 0.044255684248545486 -0.0031611428915416344 0.13180811869645306 -0.025895967595634353 -0.026688917767390186 -0.021579461300725314 -0.01587184192086372 0.036971689152740267 -0.0075454839353154132 0.012900019754489815 0.088578742107502162 -0.016981613089161584 0.017022418346731617 0.022862543117782422 0.1896096099855836 0.0034418053205127214 -0.0092530899774752109 -0.027196809268859486 0.017332291404851385 0.16590939350245129 0.078241738078562814 0.097454024218353488 -0.040914586673173818 -0.057799205008824239 0.20425348026982651 0.041536161087458189 -0.0059835141247670982 0.14925331496556069 0.092159019671159109
leaf_count=290100 593 67 41703 27 1388 749 278 664 246 6670 154 26 305 719 25 22 16037 43 250 383 34 117 91 50 21 30 111 974 26 28
internal_value=0 -0.0324655 -0.0338714 0.00940805 0.0642459 -0.0942797 -0.0664319 0.141249 0.271934 -0.130652 0.66898 0.391108 -0.142199 0.534311 1.0345 2.48502 0.0912899 0.385176 0.26903 0.416876 0.748631 0.641021 1.33802 -0.181297 0.0645764 2.23128 -0.42065 0.00270074 1.01859 0.28803
internal_count=361931 71831 71764 30061 20176 9885 9136 2285 1621 6851 181 1343 331 1012 293 47 17548 1511 1377 1127 534 500 134 2628 1129 51 1499 1078 104 78
shrinkage=0.05


Tree=4042
num_leaves=31
num_cat=0
split_feature=728 1020 1100 83 659 705 497 1356 785 1260 793 125 885 1449 1253 485 842 641 675 377 908 495 832 192 8 836 24 977 544 1104
split_gain=23.1716 19.9636 19.3642 20.6288 19.6584 19.7986 23.5274 19.7376 20.5793 22.1661 20.5225 19.5322 19.783 22.8635 19.2665 19.2587 19.0178 18.9444 18.7264 21.2533 18.4234 19.1247 20.0423 17.8988 17.7137 18.2982 17.511 17.4404 17.0286 19.1203
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.6293515030253838 -1.1590745627182073 0.62821384419828064 0.67165941385979033 1.4259687459988883 1.0000000180025095e-35 -0.86283290253235112 2.0012716013926708 -0.93709527067116338 1.0000000180025095e-35 4.8263866747680533 -0.50336258303018744 2.1411219150971301 0.24886241729315503 -0.8439891209206517 0.8423242745550269 0.44359160413691395 1.4210717172751071 -1.3875006238495682 -0.093199742878390557 1.4860901098135033 2.0337458187704693 0.39432365822845433 1.1552611703230733 2.2235778879888186 -0.58859200793794442 1.3187279471247144 0.70181333396837287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 26 5 15 7 8 16 10 -10 12 23 -14 -9 -5 -7 -4 19 24 -12 -22 -23 -6 25 -8 -1 -27 -17 -30
right_child=1 -3 17 4 11 6 18 14 9 -11 20 -13 13 -15 -16 28 -18 -19 -20 -21 21 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-9.0570542035869824e-05 -8.6692781007354644e-05 -1.6922733695724386e-05 -3.284594403832857e-05 -2.4115036599802702e-05 -9.5633543622626092e-05 -0.00021449015581919995 0.00020186059204620915 0.00010149218892284893 0.00024967010689771075 -0.0003101997157019017 -0.00027362516233147226 5.0919123909970812e-06 0.0014756683628536851 8.5163996516324372e-05 -0.00037714501574902579 1.9343591955039051e-05 0.00019182125488873854 -0.00019893819415085627 0.00033157662551412702 0.00043678953006204095 5.3025326463308333e-05 -3.7559938776421818e-05 -0.00038161310290721204 -0.00044916870393246078 -0.00010904591534031828 -0.0012550128352076635 0.00022817927025530252 -7.3833827048372031e-05 8.7138447949720413e-05 0.00040930930940738796
leaf_count=18100 47529 61561 25930 61518 14560 640 2716 17553 1480 1330 1683 18528 57 192 415 34204 4459 6880 2149 715 14956 14116 961 923 1852 74 953 254 4630 1013
internal_value=0 -0.0445791 -0.00131278 0.00512106 0.0111119 0.0209396 0.0505477 0.0347311 0.00618303 -0.0128955 -0.00241771 -0.038225 -0.105022 0.478423 0.0931449 0.00116131 0.141857 -0.0638768 0.160409 0.0985999 -0.0142659 -0.003465 -0.0571637 -0.117803 0.0501503 0.149083 -0.0738179 -0.319155 0.0380476 0.149591
internal_count=361931 109090 252841 220031 200978 166718 65353 57593 39625 34526 33196 34260 15732 249 17968 101365 5099 32810 7760 5611 31716 30033 15077 15483 4896 3044 19053 328 39847 5643
shrinkage=0.000980392


Tree=4043
num_leaves=31
num_cat=0
split_feature=50 194 1023 608 1185 1382 395 728 1450 494 1110 1394 424 87 418 1354 1037 1395 1449 701 286 21 1464 1294 1464 572 343 1257 77 768
split_gain=10.7726 19.506 15.2296 15.5381 18.0113 19.04 16.1967 20.6436 22.4527 18.4866 19.0926 23.6724 17.0509 16.6395 20.7746 16.8932 16.4019 17.386 16.2902 22.0037 20.1069 19.2918 21.4093 18.7757 16.6855 18.9843 20.1573 19.7876 19.2231 16.0248
threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.5066796363144226 0.66665475971017707 -0.9548484655694226 -1.2111131291035611 1.0000000180025095e-35 -0.49008176997875957 5.0246054876517006 1.1748602798125427 -0.70121798312680916 2.6323271052696597 1.0824376001404004 0.25243259532600248 -1.1644305209650303 4.1146031772403013 -0.63883415662726184 2.5521021580943475 0.74561756370782817 0.15735061968065822 -1.0415323404423049 3.0805194032280743 0.74657910936426475 1.0000000180025095e-35 -0.074891043096876886 -0.05484962004773191 1.3382816563602551 1.2572409551443013 -0.49093404201195584 -0.57502516775969781
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 13 9 10 11 16 -13 15 -15 29 17 -9 23 21 -21 22 -20 -12 -25 26 -26 -27 -29 -1
right_child=-2 -3 -4 4 5 -7 -8 8 -10 -11 18 12 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=-0.0040998733839656262 0.00038972843630474271 6.1106347948384712e-05 0.035545335647128966 -0.031136764136627339 0.054098401244594342 0.0070409581306483593 0.00097832352940362718 -0.025038447330019156 0.037397486059305339 -0.014776026844194007 -0.003013836567176729 0.022169358393486174 0.14652344234170955 0.044627401804990793 -0.013380384837400887 0.10762306497870225 -0.0085519646090180361 0.075990235237963805 0.017185356033412858 0.028418788175073834 -0.011088333311821196 0.089130603177982895 -0.01531799052531934 -0.020023983171127496 -0.020994472173208201 0.0037494555005474495 0.028415406767955339 -0.0094202914582606385 0.10402814329919115 0.0078422543094734069
leaf_count=3044 197382 90336 108 242 143 1779 11129 3892 143 5394 22299 133 30 132 2566 43 6868 45 1937 248 1896 28 489 3816 1478 967 138 64 74 5088
internal_value=0 -0.0186199 -0.0565362 -0.0587642 0.140438 0.203368 -0.067547 -0.089405 -0.11822 -0.123075 -0.102885 -0.224204 0.871763 0.0159519 -0.200903 0.0684944 -0.245399 -0.466029 -0.0697765 0.0779537 -0.122021 0.254832 0.216579 -0.0993063 -0.253884 -0.0724623 -0.280907 0.252364 1.27026 0.0615986
internal_count=361931 164549 74213 74105 2164 1922 71941 60812 49939 49796 44402 10968 163 10873 2698 8175 10805 3937 33434 4598 2144 2454 2426 28836 6537 2721 1616 1105 138 8132
shrinkage=0.05


Tree=4044
num_leaves=31
num_cat=0
split_feature=785 727 905 15 507 1106 1180 78 673 89 1244 564 969 405 907 425 1320 867 1185 975 562 777 346 486 699 1469 1327 453 1038 1209
split_gain=10.8996 12.2503 12.4279 14.0142 14.0334 12.6786 15.3552 17.9278 16.5084 15.2209 13.1338 12.6394 12.6858 12.2631 12.1185 14.6599 18.5266 15.9568 15.264 19.292 15.706 15.8939 15.6696 16.5064 15.1234 17.5275 18.4285 20.6151 17.5568 15.6162
threshold=-0.86283290253235112 1.0000000180025095e-35 1.037999635394202 -0.033520703525413406 1.0941628986121894 -0.75223897694346376 -0.63091183336486378 -0.82205152978946849 1.0000000180025095e-35 1.69174336185547 0.023113423729118353 1.8264116105874431 1.8498639469781011 3.5736363738346935 2.6596371626767215 0.53213787649468658 0.73673932704791711 -0.72818492217606867 0.26250065586358001 1.1659223318644105 1.8926044747414725 -0.17943129810342948 -0.84649253130507163 0.11034243713784427 1.9956919318064654 -1.2909259808610625 -1.0754269335525055 0.29273509868649572 0.14045582659902692 -0.83247849222909354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 -5 7 10 -9 -8 -7 -1 -13 -3 -2 24 17 -17 19 20 21 22 -19 -24 25 28 -27 -28 -16 -26
right_child=14 13 3 5 -6 6 9 8 -10 -11 -12 12 -14 -15 15 16 -18 18 -20 -21 -22 -23 23 -25 29 26 27 -29 -30 -31
leaf_value=-0.0033906759299194289 -0.00043214074012070747 0.0041854265429776948 0.0032937552532062661 -0.013735426868132276 -0.040074463714122793 -0.11274105923830509 0.038261724516587485 0.030414720379673785 -0.061640084749180236 -0.062464761871862728 -0.0062555537994617525 0.0097378370031459393 -0.048991305037583019 -0.034558565402312266 -0.065848552056296153 -0.026460737350312621 -0.035014150548945321 0.072879544883097058 -0.017612001725490749 -0.054541807137510105 -0.055777818821564046 0.055759906206956304 0.028237576484112362 -0.030760367934692712 -0.054273600561530022 -0.016953989981841035 0.020224539038322321 -0.0017599553534318642 0.021754247335830437 0.049201172749754614
leaf_count=9615 327390 16882 681 127 100 26 437 144 28 20 32 1291 50 126 88 249 292 43 232 66 41 177 142 122 39 442 1711 1072 37 229
internal_value=0 0.0381601 -0.0127539 0.164258 -0.0481703 0.355705 0.466667 0.0185523 0.342012 0.689002 -1.06589 -0.0394871 0.156071 0.0788611 -0.006908 0.113173 -0.102433 0.033237 0.185628 0.379368 0.501218 0.598902 0.270644 0.0403722 0.195246 0.152183 0.190184 0.25535 -0.673047 0.780521
internal_count=361931 29559 12551 1595 781 814 687 230 172 457 58 10956 1341 17008 332372 4982 1364 1072 823 591 525 484 307 264 3618 3350 3225 2783 125 268
shrinkage=0.05


Tree=4045
num_leaves=31
num_cat=0
split_feature=545 959 795 705 470 1094 691 484 702 257 832 840 641 1469 427 633 602 1176 1466 64 980 986 1291 766 488 1035 765 1367 43 1051
split_gain=21.7545 22.8247 22.7132 29.9189 25.944 22.2723 21.5009 20.988 21.6722 20.8224 22.3215 25.7656 19.9529 19.9237 20.4934 24.6377 19.8301 20.1739 19.5205 19.0563 20.0774 18.6414 18.6109 18.5841 22.0936 18.4746 19.0203 18.9559 18.4644 18.9866
threshold=-1.0372938969678034 -1.2907225086880219 -0.29258408639884992 0.28191752204954684 0.66595742291584703 1.0000000180025095e-35 0.34291078408764419 -0.38529859338704892 0.82247273120287534 1.0000000180025095e-35 -0.10282351827283918 1.0414283294476887 3.9256961922190565 0.23550153252728254 -0.51777360960278751 2.6267512487368179 2.6455866734826223 0.070992515369580692 2.5621452872994568 0.58408534944085788 -0.66481406174213398 1.4725112985179385 2.3812033167488225 0.90341309804775138 0.83485084128961984 -0.79960299853447958 -0.60172953184802191 0.61047007421192445 2.2744972866152193 2.3864150127511103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 13 6 -2 9 16 12 -5 11 21 28 -3 -15 -16 19 -18 -7 -4 22 -11 -21 24 -13 26 -8 -27 29 -9
right_child=1 2 7 4 -6 18 25 8 -10 10 -12 23 -14 14 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-4.790955944014508e-05 1.7529655095780849e-05 1.9512079800839963e-05 3.6140433330524596e-05 7.115666669520326e-06 0.00015191177500386172 -0.00012657484359139976 -3.4282812674134342e-05 -2.1083394574445838e-05 -0.00010562512007159415 0.00025344850326736417 1.0275283833072296e-05 -2.713331974932492e-05 0.00061676743553242745 -0.00020026344150935583 -1.3018826876159572e-05 -0.0006525769134095369 5.7837647602083919e-05 -0.00038038074503679754 0.00022983038434269085 5.7222246695785967e-05 -0.00018848185015975881 -0.00018708790071435898 0.0013521886495087407 -0.0003509469236685739 0.00058263102928316174 -6.9912074945881333e-05 -0.00053697753443883434 0.00020251568131028359 -0.00025747465755496571 0.0002447055529968535
leaf_count=94059 13044 33966 45644 18043 11077 23741 834 44540 20167 7515 5881 1456 239 5208 13426 328 771 1071 765 1898 4433 467 56 556 314 6414 839 1455 2375 1349
internal_value=0 -0.00384884 0.00351508 0.0273086 0.0631474 -0.064325 0.0377856 -0.0173783 -0.0444731 0.0631815 0.116996 0.17643 -0.018409 -0.0117712 -0.0733272 -0.0282465 0.0144635 -0.200181 -0.113025 0.0227242 -0.102426 0.233546 0.102037 -0.0228998 0.0871377 -0.0591833 -0.2908 -0.0151647 -0.0217195 -0.0134433
internal_count=361931 267872 230322 107779 54851 37550 43774 122543 68670 34232 16189 10308 48503 52928 18962 13754 53873 1842 24506 52031 6387 7982 1954 2326 1770 9542 1673 7869 48264 45889
shrinkage=0.000980392


Tree=4046
num_leaves=31
num_cat=0
split_feature=764 1469 1050 417 1458 958 602 697 1262 904 86 602 971 345 768 1400 1342 500 1316 497 760 1385 1186 710 844 1464 981 1315 981 1168
split_gain=10.72 19.1196 18.539 20.554 18.5181 17.8226 25.7989 18.7759 20.269 16.0744 19.6419 19.0121 17.4921 16.6612 15.9497 16.5988 19.1246 16.7279 15.8615 17.3064 16.4365 18.1281 16.7305 16.0173 17.7543 16.2434 18.8972 17.7836 17.433 18.6383
threshold=-1.0384766776915233 0.47154702428836687 2.0594537109710127 0.78113349984618929 -0.19179933198544472 1.0000000180025095e-35 1.0000000180025095e-35 1.2536783029632137 0.65710877992264438 -1.234284176956596 1.43657531527722 1.6570428789878571 -0.37218379844539379 3.2565327674731033 -0.90658257595720759 -0.9828559163029128 -0.9939212829903239 0.33034139179299171 -0.74322707024136814 -1.0056781465987406 0.83152317436420087 -1.2350714771554296 1.1148764077371582 2.6836545729379284 -1.5217562823783857 0.2602645535820674 -0.84768791087043693 -0.32511726899066029 1.9803212314877492 0.56478982777245867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 -3 -6 7 -7 -9 10 -1 12 -11 18 -13 16 -16 -18 -14 20 -20 -22 -23 25 -25 26 -21 -27 -28 -30
right_child=-2 2 3 -5 5 6 -8 8 -10 11 -12 14 13 -15 15 -17 17 -19 19 23 21 22 -24 24 -26 27 28 -29 29 -31
leaf_value=0.0086974249873749479 7.586091842316198e-05 -0.011913046322602516 0.0021479225665854804 0.069094216591860755 0.0077883719190207108 -0.00056195704145288233 -0.023234329815768937 0.080514747838509634 -0.059968418110691847 -0.0058180465029569256 -0.02023800714877573 -0.029328158514211118 -0.0072766413771158771 0.05224627897528205 -0.058965256175880422 0.0078659178975859258 0.068994645679904668 -0.012202071377714932 -0.013899640992078733 -0.030321443590932851 0.10356286960542285 -0.0060503604422329788 0.074651898903777811 -0.069938016007722911 0.048480771992347953 0.026324656239161772 0.005624529525014247 0.00066587060952785629 -0.051131976164000628 0.055610909894782484
leaf_count=3771 319728 7550 248 90 1961 761 1013 94 35 14070 449 134 3124 87 21 1381 130 43 1550 320 36 322 40 22 161 800 3095 705 156 34
internal_value=0 -0.041472 -0.135533 0.431634 -0.155726 -0.0121801 -0.198156 0.159323 1.11115 -0.00995631 0.124518 -0.0346993 -0.055839 0.0217877 0.185714 0.24355 0.822972 1.04491 0.0118041 0.0742131 -0.152813 0.351752 0.147944 0.140123 0.762039 0.111391 0.0161994 0.310557 0.0685551 -0.673465
internal_count=361931 42203 11752 338 11414 3864 1903 890 129 30451 4220 26231 24522 10452 1709 1575 194 173 10365 7241 1948 398 362 5293 183 5110 3605 1505 3285 190
shrinkage=0.05


Tree=4047
num_leaves=31
num_cat=0
split_feature=862 1402 712 764 1316 981 204 276 701 1053 1280 1384 349 261 222 922 915 774 996 287 1353 1036 1053 1053 1179 70 487 434 1228 283
split_gain=10.6489 16.5764 16.4473 17.0315 16.3323 20.268 15.2334 15.0688 14.9276 14.8029 14.8245 17.212 14.7471 14.7164 16.1383 14.58 14.4784 14.9562 14.3014 16.9157 15.5846 14.0387 13.583 18.8616 13.3504 13.2678 13.882 13.8552 15.6389 15.223
threshold=-0.97446007815901359 1.0000000180025095e-35 -0.63779424894106762 1.2986024268495269 -1.1928340118812273 -0.44571336722420651 -1.059074494994932 -1.0000000180025095e-35 0.70160032860054666 0.49699372853782742 2.2146291352170104 -0.029555907496332395 -0.84459657131423582 2.1775222360406636 0.067416116712067417 0.42493903293023605 -1.1238473120516848 0.95873554208392575 2.098609771580497 0.22715830314259366 1.0000000180025095e-35 0.24935386804499218 1.0655835042202262 1.9715365468075146 -0.73241884166610771 -1.0681996004823051 -0.66028861421623219 -0.6753299088388357 1.0000000180025095e-35 0.99340132157022321
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 22 5 6 7 -3 -8 15 -11 -12 -5 25 -15 16 -6 -18 19 21 -21 -19 -1 -24 -7 26 -4 28 29 -27
right_child=-2 4 13 12 9 24 8 -9 -10 10 11 -13 -14 14 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00079089503310416666 -1.5601451552604243e-05 0.13461416152162178 0.0019189247276450378 -0.019138012560585966 0.063031126148345107 -0.056201607883387787 -0.017284560947139767 -0.0094595759033804031 0.070171837229428366 -0.033823720577511915 0.10950834977073572 -0.060748159585412242 0.056518120509645067 -0.015847297838309553 0.048988961052593274 -0.024162892310492002 -0.010435269800697177 -0.032498216251793936 0.089056307875650567 0.054842573518817987 -0.023128951094547004 0.035079098468812575 0.057752719521926101 -0.016426847540368942 0.010028406743239382 -0.011572540984375747 -0.047786510364954106 0.0001184470896183977 -0.029155732263557773 0.029997173905219249
leaf_count=1472 347105 36 158 47 43 122 114 25 45 958 26 23 144 102 133 805 2307 218 27 133 63 67 142 109 160 701 288 5402 741 215
internal_value=0 -0.0730708 -0.00936299 0.190158 -0.198222 0.284213 0.894265 1.94206 0.399392 -0.246494 -0.584078 0.902791 0.811563 -0.0691968 0.513288 -0.177713 -0.0876148 -0.11387 0.279219 0.157107 0.684874 -0.28734 0.103926 0.656262 -0.236611 -0.0930345 -0.55574 -0.0648726 -0.279557 -0.054503
internal_count=361931 14826 9654 1914 5172 502 220 61 159 4670 1007 49 191 7740 235 3663 2858 2815 508 481 196 285 1723 251 282 7505 446 7059 1657 916
shrinkage=0.05


Tree=4048
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1438 1323 1396 858 678 789 633 761 1469 1392 426 1381 1019 705 1441 810 46 77 731 650 646 703 927 567 1105 1023 1015
split_gain=10.6294 26.3576 17.7026 30.0814 18.8175 17.2115 16.466 16.2914 16.2125 16.3141 19.2106 18.021 17.492 18.409 20.2606 16.8576 16.1651 28.5915 26.158 22.8915 33.6341 22.552 24.1591 30.8191 24.909 22.8808 22.5047 20.2031 19.4028 19.3458
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3263328046252252 1.0000000180025095e-35 1.5826904635358752 -1.4653684346899081 1.0825608069246189 5.4562307876106422 1.1248358748350926 1.9976441459236287 -0.3615490245840301 2.7218473790773707 -1.1283819630554444 0.88894648701413714 -0.48471296297320005 1.0000000180025095e-35 0.33331205723331525 1.0000000180025095e-35 -0.65819684525605759 1.0000000180025095e-35 0.026960444079247237 1.7256957373890334 1.253152870847948 0.99988622835687535 -1.4568199934402009 0.52536304805555745 0.012399942452482575 3.629357023124383 1.0033664599103493 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -4 16 11 -11 -10 -12 14 -14 -16 21 18 29 -20 28 -2 23 25 -24 -23 -19 -27 -21 -18
right_child=8 -3 6 4 -6 -7 -8 -9 9 10 12 -13 13 -15 15 -17 17 26 19 20 -22 22 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.049459930465047236 -0.0012560333856589544 0.00032907759214306965 -0.0044303060789303798 -0.0090824315870404859 0.033023224040189099 0.018135595738573051 0.0023832449458829272 0.025408769955928157 -0.0029399772504439346 -0.0096900447562106428 0.08086451861461097 -0.045601190125918539 -0.025807981203765953 0.043627814518347574 0.033420488454748591 -0.015737986825981421 -0.002940208726036269 -0.0059481054318681788 0.0069604283633983924 -0.0074163392525297845 0.007694335426750582 0.00093035067511948531 -0.0058290530833561907 0.0081077225014265248 0.012716551210630055 -0.0092417623221701644 0.0021210159186949842 0.071048630126073403 0.0087415860217009873 0.0047812235452877128
leaf_count=64 76640 89418 65536 1431 120 1304 6039 194 22012 397 43 165 175 159 259 128 10500 9639 23148 6048 5085 12364 1293 5070 4247 4523 8794 36 1098 6002
internal_value=0 -0.0179914 -0.0588179 0.100457 -0.108565 0.321271 -0.0700769 -0.0852449 0.00819635 -0.0487584 0.195126 -0.0639122 0.3864 0.304305 0.104675 0.376423 0.0157275 0.0412523 0.0666354 0.101082 0.0181316 -0.00324369 0.0505876 0.0169975 0.180564 -0.0312868 -0.0378875 -0.170269 -0.0905686 -0.00382993
internal_count=361931 164106 74688 2919 1551 1368 71769 65730 197825 23338 1161 22177 764 721 562 387 174487 70314 51881 35379 12231 104173 27533 21993 5540 16923 18433 4559 7146 16502
shrinkage=0.05


Tree=4049
num_leaves=31
num_cat=0
split_feature=51 789 540 1391 500 842 450 1469 630 293 351 577 966 17 1382 1313 1035 692 1120 760 1429 591 304 759 21 1264 1189 760 955 1463
split_gain=10.6327 13.327 20.5243 22.484 21.1172 21.3608 21.0048 19.9336 19.7054 22.2951 19.4945 18.9349 22.1281 18.4409 18.1035 17.6717 17.3076 21.2337 18.767 17.1537 20.8612 18.8135 18.0801 20.043 17.7834 19.3705 21.8498 17.5703 19.3906 18.1261
threshold=1.0111847875080273 1.1248358748350926 0.99026637822014563 1.9262293263007251 0.17403308892436611 0.038120789706174517 0.69231615738246322 -1.3263328046252252 1.7069545383584372 0.98883114991521059 1.5464794103564403 1.0000000180025095e-35 -1.0791234914105017 0.56381330436859212 1.3431393749390956 0.25343419235590142 2.1277143586454055 0.83355319818105877 -0.93445984099336221 -0.10395360026017735 1.13172262110474 -0.73065235057769284 0.87498616197180723 1.5290971443840038 -0.70163543588998201 -0.70385210889351157 1.7786288152059184 -0.21513731527700916 4.2585254320105186 -0.052537044703927886
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 6 -4 -6 8 10 11 14 -8 12 16 -11 -10 -13 17 18 -3 20 27 -21 -22 -24 -23 26 -26 28 29 -1
right_child=-2 2 4 -5 5 -7 7 -9 9 13 -12 15 -14 -15 -16 -17 -18 -19 -20 21 22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=7.0924564700070546e-05 -0.0018026855752301019 -0.022987386007070589 7.1116975565220744e-05 -0.020813328494078624 0.00073374388448601776 0.028414706491543647 0.043738162904576078 -0.010632034791090372 0.00017586464002389881 0.022549440654109715 -0.063187633852757594 -0.010033611093171295 -0.00069753315181293003 0.087406868858291881 0.041366494785714726 8.2563528763416897e-05 0.06452746102803715 0.045473333378678052 0.014774214911543768 0.001867632063991763 -0.001569908409790109 0.001075897486877602 -0.018700449632514899 0.041245503499764552 -0.0090126949099339215 -0.0018097722150739932 0.015711715884831876 0.0052736015616179459 -0.046408844731005511 0.0028903374762379421
leaf_count=75214 54984 306 3239 1045 569 622 115 5165 1598 260 26 5864 9907 77 159 3729 73 209 676 28540 16599 27053 1602 82 9946 49640 551 15093 229 48759
internal_value=0 0.00251713 -0.0404719 -0.0656385 0.0872197 0.32129 -0.0536193 -0.18546 -0.0227339 0.200576 0.563588 -0.0438478 0.022361 0.737669 0.0855952 -0.118747 0.323038 0.241125 0.0833295 0.00806746 0.0232475 -0.0147762 -0.0548296 -0.306275 -0.033051 -0.0553378 -0.152804 0.0322381 0.0232354 0.0240942
internal_count=361931 306947 33639 29209 4430 1191 28164 5306 22858 2094 141 20764 11171 337 1757 9593 1264 1191 982 273308 157578 115730 18283 1684 87190 60137 10497 139295 124202 123973
shrinkage=0.05


Tree=4050
num_leaves=31
num_cat=0
split_feature=785 519 728 869 906 57 507 727 382 590 689 789 56 924 978 114 620 892 358 579 760 51 633 553 1469 560 739 231 1185 759
split_gain=19.2494 16.3803 23.1342 25.1861 23.9137 28.2576 21.6376 21.1338 22.635 19.8598 20.5725 19.5568 19.4349 18.9147 19.2942 18.912 19.1415 21.2108 19.0332 18.7427 20.9625 18.6023 18.5878 18.5112 21.8513 20.2305 19.0634 18.3497 18.3358 18.2325
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 0.10039724912444258 1.4243427035504792 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 0.58895901036483078 0.86385367930994306 1.1248358748350926 4.3527420364106586 1.8999064755685127 2.6375975511520715 3.7888525678453377 1.1734518836084071 3.2157419873176414 0.89228441507181311 1.0000000180025095e-35 -0.49884748463030409 1.0000000180025095e-35 -0.96673487256783863 -0.032233800100399751 2.9775633284852119 1.4889352106746172 2.5106116815996127 2.1922670578237957 0.34542634533449301 -1.8263110111995589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 23 12 15 -3 11 10 19 27 29 -5 22 16 -2 18 -18 -8 -21 -11 -15 26 25 -25 -4 -9 -20 -6
right_child=1 7 3 13 5 -7 9 8 -10 21 -12 -13 -14 14 -16 -17 17 -19 28 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.2231550644847234e-05 1.6674983127396261e-05 -3.9816362683826574e-05 2.9847925501189291e-05 -7.8630281701411083e-05 -0.00051966218494231661 9.6697180109177124e-05 0.00011518666932923966 0.00025933868441516112 1.2026529176935596e-06 2.8155712951966365e-05 -9.7061043906954649e-05 -5.7840328346462672e-05 0.0011549046066086093 -0.00027917232311775554 -0.0012111824271490192 -0.00089784754240928286 -0.00021024318401263904 0.00043620156469230821 0.00027842500439998646 7.3934911125226482e-05 0.00049653739091155694 -0.00051235099994525568 0.00014818604116824592 -3.023633797701937e-05 0.00085138606469395515 -0.00030137388174348927 -0.00032806948867802373 -0.00033652992561800186 -0.00036739242126172193 -6.8370606628062301e-05
leaf_count=29559 41820 9447 65012 79939 716 5532 5465 5015 5700 919 1527 1127 44 937 74 109 5256 341 836 787 1365 468 4314 36047 133 1558 896 229 290 56469
internal_value=0 -0.0166015 -0.021535 -0.0322296 -0.0164837 -0.0548551 0.0185678 0.0400174 0.0957827 0.106547 0.142867 0.181937 -0.072326 -0.0697913 0.0746374 -0.00308889 -0.000815161 -0.118955 -0.15052 0.186433 0.350762 -0.137207 0.0920506 0.00428615 -0.0388208 -0.0424757 0.0263441 0.237769 0.113308 -0.073969
internal_count=361931 332372 310854 251671 166407 62761 59183 21518 12071 10531 9144 6371 57229 85264 5325 48652 48543 6723 6382 7617 2152 1387 5251 103646 37738 37605 65908 5244 1126 57185
shrinkage=0.000980392


Tree=4051
num_leaves=31
num_cat=0
split_feature=43 811 975 696 1469 1180 337 771 553 1257 1391 1035 69 638 417 582 910 990 353 343 1043 1221 474 162 347 350 1413 1276 978 1190
split_gain=10.6657 13.4161 16.7714 20.9661 19.9243 20.073 18.6978 19.7458 18.6163 17.3213 17.1223 16.8926 16.3165 17.5643 18.3218 16.0108 16.9205 16.9961 16.9459 17.8441 16.6747 16.4367 16.8172 16.7412 15.9866 15.8567 16.5241 15.7764 16.8626 18.889
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0036330129080262 -0.21815872869183803 0.71546069910815413 -0.59868887268406445 2.6560911313286502 0.29139430867733723 -0.69336119442537736 1.2572409551443013 0.4313903273594803 -0.60114080482736887 1.8833590877043633 2.4819459592913167 0.62220677442479089 2.1384355827858248 0.02484862358637966 1.0000000180025095e-35 1.0128266396991525 1.8572686364785824 0.036745356054683632 3.5513468637286456 3.5796600136738763 0.6626611036561203 1.20919067113534 0.9083123354355086 0.61201578956184821 -0.55088714900490088 -0.090723615181668507 -0.36175484920223122
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 4 10 5 8 7 11 -3 -5 -4 27 13 -13 -15 21 17 18 -17 20 -20 22 -1 -23 -7 -18 -27 28 -6 -30
right_child=-2 2 3 9 6 24 -8 -9 -10 -11 -12 12 -14 14 -16 16 25 -19 19 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0010018940964967343 -0.0015439785310654532 0.0024343437960425772 0.0031277829396698341 -0.0043892832669588698 -0.0059936885661630544 -0.0002761818936173674 -0.045409274344531091 -0.013776684728338276 -0.0075443692371608756 0.01954147931039131 0.016727853126182787 -0.0018732641062625935 0.025693814246978326 0.079242232992236247 -0.047964388082204268 -0.011309232842901973 -0.0052382950809562265 0.0050661566970359295 0.001162984733561584 -0.030120131746272941 0.046419953584055013 -0.017807104476317257 -0.011325248145963831 0.021470737914547816 0.0087508678393719182 -0.013498103132697656 -0.052534610896686131 -0.017057486137472325 0.097929624247357627 0.0028812191653347428
leaf_count=205760 74777 3276 4415 5735 407 24848 221 3285 9562 460 2058 4921 322 76 26 2178 5568 4026 230 96 163 1299 2330 186 2934 602 183 1859 57 71
internal_value=0 0.00339775 -0.0272438 0.0550729 -0.0453395 -0.0216591 -0.136496 -0.123766 -0.0971961 -0.0482551 0.155075 -0.0542813 0.0184621 -0.0174975 1.01262 0.0116439 -0.0640423 0.0146615 -0.131991 0.230189 0.439236 0.0167002 0.0182757 -0.249319 0.0146102 -0.146101 -0.445184 -0.235084 0.168563 0.930981
internal_count=361931 287154 64533 12668 51865 40620 11245 11024 12838 6195 6473 7739 5345 5023 102 222621 13046 6693 2667 489 393 209575 208090 1485 27782 6353 785 2394 535 128
shrinkage=0.05


Tree=4052
num_leaves=31
num_cat=0
split_feature=332 395 540 789 1450 1464 1454 555 1469 1309 296 536 760 623 978 1175 1449 391 1468 320 1329 1469 1454 1301 678 282 702 911 1458 554
split_gain=21.8669 56.0279 28.8764 28.1416 26.9549 24.9145 23.201 24.7451 22.5131 22.3732 22.2227 22.1135 21.788 23.2189 21.9824 20.9378 20.6636 20.4205 20.1161 19.9018 19.9734 19.5084 19.2678 28.9163 20.8088 19.0274 18.8729 18.869 18.8648 18.7739
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 1.1248358748350926 -0.35950514493807501 0.2291445000830519 0.50933602050530713 1.5520614709873077 -0.55918495640170118 1.0000000180025095e-35 0.21947418927781892 1.370997289229714 -0.10395360026017735 1.7453659736550049 -0.86739898370003232 2.6595317302996184 0.74561756370782817 1.0000000180025095e-35 0.38892790084257617 1.0000000180025095e-35 3.4211239402241866 -1.1965077841566287 -0.27695550371287897 1.0000000180025095e-35 3.5403029582336045 2.3623678445702434 0.56663599804366738 2.309006585848373 0.25640757745451187 -0.31249649144198377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 9 5 8 11 21 18 -2 -10 15 13 14 26 -6 17 -1 -4 20 -19 -8 23 -7 -24 27 -11 -3 -20 -23
right_child=2 25 4 -5 6 22 7 -9 10 12 -12 -13 -14 -15 -16 -17 -18 19 28 -21 -22 29 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.9906629241569837e-05 -1.6213341377530342e-05 -2.035393975367915e-07 -0.00035347283964988577 -7.8964800314882967e-05 0.00018649624043729792 0.00019496405146292368 0.00039697436724433149 -0.00074959893306000369 -7.6120344434733877e-05 -0.00018768578531652157 0.00019734529052761884 -0.00020946434690374133 -2.1538542144895979e-05 0.00033462347221972761 8.8545330561991733e-05 0.00097484597672158632 5.9335329097271124e-06 -0.00030539625074006157 0.00027322210435465349 -0.0001131857601095095 0.00086025365345151431 -0.0002731616117007769 0.00029564913311956489 -0.00042802445805996539 -0.00062460209669709926 -0.00022941118077527344 0.00034135632847476688 0.00020176649464793845 -0.0007422794433892526 7.1637790619882949e-05
leaf_count=43009 100875 85066 1716 25940 9421 726 485 177 4672 2471 1667 580 14368 1462 20075 127 12000 12425 424 13609 210 1013 2064 580 114 1971 363 2201 96 2024
internal_value=0 -0.0349985 0.00230314 -0.00970151 0.0656627 -0.00631935 0.127585 -0.0130371 -0.0668663 0.00274443 -0.00408638 0.178338 0.0454848 0.0837556 0.0670142 0.201955 -0.0935259 -0.113951 -0.247863 -0.188606 -0.295124 0.0251541 0.140825 -0.0630218 0.256766 0.000699981 -0.119564 0.00556723 0.102025 -0.0374602
internal_count=361931 170491 191440 165554 25886 12059 13827 3699 8575 139614 6339 10128 38739 24371 22909 9548 81253 69253 2236 26244 12635 3522 3484 1306 2178 89238 2834 87267 520 3037
shrinkage=0.000980392


Tree=4053
num_leaves=31
num_cat=0
split_feature=21 1462 484 945 986 1436 979 604 189 12 1188 353 141 570 419 294 829 288 848 73 350 1393 154 145 346 1043 18 628 764 694
split_gain=10.6545 11.7978 11.6769 19.1243 14.9493 16.6687 16.0572 16.1266 22.0241 14.9123 15.9442 15.8967 14.4596 14.6854 14.4365 17.4802 15.761 15.3913 15.2434 16.2626 15.13 15.1107 15.6649 14.7005 14.6849 15.3252 20.1075 15.6008 14.5691 16.9429
threshold=-3.2545899522946695 0.64216061943476632 0.86097350900685499 1.9181452473571214 -0.63891003407932312 2.5160119748016476 1.9356016332468857 1.0000000180025095e-35 3.5558413300187808 -1.610323453569426 -0.2180803568955447 -1.7984914697048859 0.071317568691199817 -0.72128778004750005 -0.017092141847961453 -0.43688897917957442 -1.0732243374067212 1.0278905911557636 3.0923382234878019 -1.3942056847223043 0.11959621922227529 -1.2603107509749842 1.8242450061754334 -1.3750644691438763 -0.95047499512893452 1.1125137397208651 -0.77146392689295074 1.0589371972188746 1.2276624203035931 -0.80703809680615424
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 14 7 9 -9 10 -6 -11 13 -7 17 16 -16 21 19 -17 -20 22 -4 -21 -18 28 -27 -28 -26 -30
right_child=2 -3 3 -5 6 12 -8 8 -10 11 -12 -13 -14 -15 15 18 24 -19 20 23 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.026106106022143208 0.00012432811545753044 0.01921434415923326 -0.018355476880400474 -0.011958864716593198 -0.021817014210698378 0.065810056781424028 -0.016648222239847989 -0.007000364530094708 0.13942378850026377 -0.02630494262066629 0.076104916898734262 -0.00058282885923865394 0.05825434802880395 -0.021777505610061851 -0.022931559175401409 0.077776301908196066 0.036199852290714436 -0.018061494894271404 -0.0007329530763734546 0.062478862735735156 0.10635638280673708 0.0021957280121294056 0.0501549375512685 -0.0036521310478622344 0.0036589284864816263 -0.016266811150613115 0.061398269515775518 -0.028382758494905659 -0.020049132437327338 0.054988037682379233
leaf_count=89 300609 627 1243 3286 57 26 1237 10032 22 596 72 30857 106 102 169 32 332 839 39 59 30 5879 67 3169 1857 77 183 35 55 148
internal_value=0 0.276254 -0.003137 -0.0356245 -0.0256625 0.0426191 -0.050013 -0.0414504 -0.134768 -0.0145861 0.874708 -0.0179432 0.626758 0.0655522 0.0305457 0.114896 0.246638 -0.0433643 -0.0077965 -0.0334259 1.05436 -0.00413178 -0.290405 -0.0521448 0.289492 0.220745 0.685613 1.01294 0.143078 0.716168
internal_count=361931 716 361215 60606 57320 14447 42873 41636 10054 31582 129 31453 234 128 14213 6185 2856 8028 3329 3260 69 7189 1310 3228 2687 2355 295 218 2060 203
shrinkage=0.05


Tree=4054
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 346 1249 1040 14 775 968 635 647 590 728 498 785 353 570 636 50 1047 1424 759 1333 834 1421 834 705 902
split_gain=26.0137 20.0842 20.923 19.565 19.8443 19.4984 20.8693 24.0597 19.397 19.3213 20.6642 18.9409 18.8278 43.6896 18.5562 18.4694 18.3981 18.5589 18.2035 20.1177 18.32 18.2824 18.1224 18.0148 18.0605 17.8462 17.6955 17.6112 17.3569 25.4176
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 -0.29829784254478559 0.035607021665792306 -0.15560270076010643 1.5133232492243236 -0.87782724458594241 0.58895901036483078 -0.49008176997875957 2.0574394106562477 2.9970139449733542 2.5458802938288509 -0.48460852809644533 2.4129057422810987 1.4829784501753427 -1.0794544675301283 1.0000000180025095e-35 1.4616517543220227 -0.70033788506809547 2.0780443506202029 1.0107116206971127 -1.4094422614488524 0.67165941385979033 -0.17208775008344115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 5 6 7 25 -4 11 -11 -10 13 -3 -1 -9 -5 28 26 20 -20 22 -22 27 -25 -2 -14 -23 -18 -30
right_child=1 12 8 16 -6 -7 -8 15 9 10 -12 -13 18 -15 -16 -17 17 -19 19 -21 21 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00011706266185170353 -0.00032403115244200695 -5.488154668139671e-05 -2.4215381606082076e-05 -9.8223048941023819e-06 -2.2579041909719383e-05 -0.00018743149897723876 -0.00020296884825427028 -1.0871473244569576e-05 0.00013480435089739518 -0.00015623555541453675 6.5362954245570164e-05 -0.00014740493380263739 -1.5367398274309747e-07 0.0003779657187746989 6.3683795045879778e-05 0.00033178055022358533 6.1267217849588468e-06 0.0011893418093209334 -0.00011219074968901155 0.00034526160138908998 0.0010322432957794556 0.0011864922075810731 -1.3224587199474816e-05 -0.00064207065497049484 0.00064921433052264523 0.00086398033542264515 -0.00021829580653683609 -6.7767315103402792e-05 1.3694265645941984e-05 0.00054730033273526026
leaf_count=3396 2747 4821 18177 98491 45923 14802 6707 16152 14354 3178 5324 1113 30285 1384 26163 864 2859 66 55011 602 189 61 190 72 306 95 3085 3929 822 763
internal_value=0 -0.0229007 -0.0122745 -0.0230151 -0.0516543 -0.100203 -0.0597389 -0.0210897 0.0317348 0.0713164 -0.013074 0.116175 -0.0549743 0.0713362 0.0462617 0.0106812 -0.00381466 0.135409 -0.0651387 -0.0931907 -0.0984716 0.0372867 0.55224 -0.00262994 0.453975 -0.281862 -0.0173279 -0.0504269 0.116458 0.292825
internal_count=361931 332372 232437 190291 87290 41367 26565 19858 42146 23969 8502 15467 99935 6205 29559 17016 103001 4510 93730 60360 59758 4747 379 4368 378 2842 33370 3990 4444 1585
shrinkage=0.000980392


Tree=4055
num_leaves=31
num_cat=0
split_feature=785 332 395 540 1450 1450 1464 296 203 789 1356 714 527 1037 864 1245 1449 1430 71 1110 79 1214 1055 1035 12 353 1424 283 633 590
split_gain=25.766 18.8825 42.6121 26.094 32.0776 23.6325 22.3714 24.5188 22.3497 20.6529 22.3701 34.2996 24.5406 21.8902 21.8566 23.5621 19.4092 20.6894 18.7852 18.685 18.4737 24.2962 27.5016 18.425 20.089 18.8297 18.8196 18.4246 18.4009 25.0456
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 -0.35262914890079794 2.2492318380171201 0.2291445000830519 0.42898614804244301 1.0605395091208547 1.1248358748350926 1.1703909184639636 1.0000000180025095e-35 1.0000000180025095e-35 1.6159143877994524 0.72275257928592751 -0.027406703220118348 0.74561756370782817 5.1453031881338012 1.1322929847234067 -1.4095765456005618 0.78667210119467368 0.99600989723813427 -0.15798363767317566 0.08796403443343255 -0.43452569507242556 -0.45545009946731935 0.78977704753698397 3.2009538167291431 1.9976441459236287 0.58895901036483078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 9 6 23 7 -5 16 10 -3 12 -12 14 15 -13 17 -2 -16 -17 21 22 -9 24 -6 -25 -27 28 -11 -30
right_child=1 3 -4 4 5 -7 -8 20 -10 27 11 13 -14 -15 18 19 -18 -19 -20 -21 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=5.0334641847308107e-05 -9.6580425928265097e-05 -1.4558932562110127e-05 -7.4552097070073818e-06 -0.00013565870327504967 -0.00010616177316391984 -0.00020751210365681694 0.00012092529232760211 1.6506487519632202e-05 -0.00019852736281576999 -9.3738849598682316e-05 -0.00017208439695929454 -1.2108130814208771e-05 7.7089266539967526e-05 0.0004886268508738393 -5.1210220901252916e-05 -0.0010138121419900668 4.2262444255546734e-05 0.0012010913651529314 -0.00095166184924700466 0.0002853661359995068 -0.00034740012287080662 -0.00084657551073729189 0.00058643323727009249 2.4440158698036025e-05 0.00014756117683982798 0.00023621289480194819 0.00057834829753723119 0.00082384479007655009 -6.0139460523240552e-06 0.00064501981564991137
leaf_count=29559 44992 111673 82513 6341 1840 778 3222 732 20329 24431 3609 1940 4117 798 886 64 7886 42 113 3816 296 96 644 1305 4448 3211 741 109 1120 280
internal_value=0 -0.0175347 -0.0392821 -0.00275556 0.0595377 0.130946 -0.0201073 -0.0785968 -0.0958715 -0.0147311 -0.00305834 0.0741198 -0.0343451 0.171186 0.132275 0.18231 -0.0713013 -0.0957697 -0.152018 0.27495 0.137967 0.229555 0.293901 0.154141 0.0784994 0.241594 0.308871 -0.0750383 -0.0792689 0.158449
internal_count=361931 332372 155762 176610 23654 12323 11331 8109 73249 152956 127016 15343 7726 7617 6819 5820 52920 45034 999 3880 1768 1472 1376 11545 6288 5257 3952 25940 25831 1400
shrinkage=0.000980392


Tree=4056
num_leaves=31
num_cat=0
split_feature=685 842 982 1242 633 1193 779 1323 846 1183 355 1457 914 291 1380 484 464 850 139 77 335 1248 288 1109 1317 1390 903 1400 1089 983
split_gain=10.7722 17.7291 25.4693 19.0062 19.305 24.3941 18.8692 24.698 19.309 19.0641 20.2363 18.0332 17.7867 17.4955 17.3427 17.2865 19.7939 17.1359 17.5188 18.7054 17.3668 16.8856 16.8609 16.6703 16.6188 20.8935 19.4371 17.7816 17.5912 21.5777
threshold=0.58104764358843186 2.1527113698536602 0.97567283834044483 1.7163795763512886 -0.28492769831480119 -0.41375535773659156 -0.0038848044619016588 2.8425200577949936 -0.24831704867792284 -1.423060479494066 0.51717865756522685 0.0614850081667929 2.0544684678905809 -1.0680033747974069 0.86923828060514818 -0.73801711293249328 1.0000000180025095e-35 1.9546394169367778 -0.10413682769899497 2.9099064166536119 1.8693870961107655 -0.58662686431970401 -0.58328784276023049 0.049729927040646528 1.2548294968098503 -0.091836355399052605 -0.68097170013561625 0.51004564572615363 1.0000000180025095e-35 1.9134704215445117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 13 6 -5 21 24 8 17 -10 11 12 -11 -3 -14 -13 -17 18 19 -8 -20 -6 -19 -4 25 28 -27 -28 -2 -30
right_child=1 2 23 4 5 -7 7 -9 9 10 -12 15 14 -15 -16 16 -18 22 20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.00010668061051215834 -0.0078481042672894769 -0.032693929313519075 0.01830425675938023 0.0013866678980753362 0.021059315868401179 0.043517888524366388 -0.01003427061222306 0.030118416705658149 0.019270413814650458 -0.015499856581115384 -0.022690315312282338 -0.022956883288654348 0.0030871054869916576 0.0072481340120366103 0.087203317509637765 -0.0099535483924148016 0.017089934328778526 0.043275187321757148 0.0038143662413403579 0.056812623776675897 -0.025136646063671959 -0.041011197581404854 5.7923133412707132e-05 0.071152236690910184 -0.0099510840581566572 -0.0036154344451037532 0.01198228973702754 -0.0015373540188237257 0.0026378062929390024 -0.026209580600951344
leaf_count=306971 6827 210 215 2033 164 389 5413 295 360 4711 2709 439 256 1371 42 936 989 236 4511 44 434 125 350 100 3089 3549 5192 2465 7008 498
internal_value=0 -0.0367033 0.187749 -0.0463496 0.159117 0.504206 -0.058132 -0.118692 -0.129962 -0.217294 -0.240359 -0.168582 -0.267077 0.0545769 0.375116 0.0166399 0.122519 -0.0560747 -0.0814232 -0.183049 0.0313887 -0.0632381 0.360969 0.754562 -0.0161693 0.00455247 0.0885428 0.160015 -0.0585915 0.0209264
internal_count=361931 54960 1896 53064 2711 678 50353 21725 21430 10442 10082 7373 5009 1581 298 2364 1925 10988 10402 5457 4945 289 586 315 28628 25539 11206 7657 14333 7506
shrinkage=0.05


Tree=4057
num_leaves=31
num_cat=0
split_feature=470 464 710 357 485 628 1393 1449 60 966 14 763 429 361 501 363 829 979 32 1468 147 701 697 129 1182 1370 1450 501 352 18
split_gain=10.6517 20.022 15.6046 20.6721 22.1119 20.3895 17.7137 17.6605 21.7414 17.6138 17.2204 17.184 16.4791 18.1629 16.4026 18.8477 17.881 16.3981 15.8795 15.6732 21.1827 17.0427 18.5731 16.7959 23.1731 16.6535 16.5054 15.6131 15.5688 15.2673
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.41829573968922695 0.19011861193214205 1.524658136716935 1.8732698406640809 -1.0032482434787326 0.74561756370782817 3.4231397208058323 2.3324230531710444 1.8556661398948233 3.5684181053827579 0.74409031220325084 -0.53707831549266249 -0.76791420096762997 -0.15122232573436847 0.4736755594365365 -1.9057158002338188 2.3630138421634226 2.4634311514058238 -1.0362671436069639 0.15735061968065822 -0.88941395333195583 3.4351420357325897 0.23872867211581855 0.70223084764880606 5.5426090097491345 0.011972665780649447 -0.30008121930111148 -0.99216823290228884
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 10 7 -6 8 14 11 29 -4 13 -7 15 16 -1 -17 -15 21 -21 22 -9 25 -25 -24 28 -11 -23 -5
right_child=-2 -3 3 4 6 12 -8 19 -10 27 -12 -13 -14 18 -16 17 -18 -19 -20 20 -22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015617788748606579 0.00040474146004761688 0.00015740509496045432 -0.0049540524371486129 -0.045755702445932529 -0.039595317978142079 -0.032621184722393719 0.036325896827917724 -0.0094281711489684842 -0.041662048658935441 0.048036408178278471 0.095460271724356227 0.062738436209011358 -0.044944104504965575 -0.0066685401125654454 -0.0032819436800865577 0.067860916950775022 -0.025741479844209644 -0.029738248093440525 0.052140629577835468 0.049799606251033586 -0.030236046612444268 0.0052542639535636355 0.016175988680326971 0.011528770114690296 0.24847281423449399 -0.0073686536294428305 0.062337201658486718 -0.026572748551131922 -0.011918714627010536 0.00435512777829052
leaf_count=2775 191352 89765 10478 139 69 1035 433 786 714 217 24 82 589 1655 44928 58 939 1633 85 56 462 1552 2823 28 22 852 41 114 2161 6064
internal_value=0 -0.0181061 -0.0538214 0.0207727 0.12946 -0.0750801 0.590255 -0.0654896 -0.0876282 -0.0663765 0.080051 -0.0881717 -0.352704 -0.234711 -0.0828797 -0.238796 -0.135508 -0.539145 -0.0279317 0.0422787 -0.401934 0.0702484 0.180234 0.258416 2.24492 0.242508 -0.0603216 0.600839 -0.0835944 0.0693181
internal_count=361931 170579 80814 17620 6729 63194 502 59830 51047 10891 6227 10560 3364 2775 50333 5405 3714 1691 1740 8783 518 8265 4511 3725 50 3675 3754 331 3713 6203
shrinkage=0.05


Tree=4058
num_leaves=31
num_cat=0
split_feature=785 728 21 1469 1452 1470 1367 1469 1454 21 1459 1458 1467 1449 1457 1464 1464 1457 1453 1450 1453 1464 1465 1457 1459 1452 1451 1451 1455 1465
split_gain=10.7943 12.274 11.9527 23.8308 25.3237 22.9667 26.7642 28.8567 30.5972 27.9595 23.0686 22.3849 45.5175 50.7797 40.6627 60.1823 58.2525 37.1861 46.8451 43.8577 38.3039 40.3441 46.8302 38.5189 36.9812 41.5799 42.4375 36.1178 35.5492 35.275
threshold=-0.86283290253235112 -0.49008176997875957 -0.13431221002227373 -1.1256941366283033 0.85148356494928035 -1.1890194440405242 1.5718264032714926 1.7934017781504392 -0.672122352939171 -1.4580664037135931 2.8964137943453236 -0.29018812659098675 1.0000000180025095e-35 -0.43673904769945043 -0.64778903421965739 -0.46204076373648789 -0.43279898335635575 -0.30164077649911097 1.9142027959396961 -0.75943029430201059 -0.13332918316212281 -0.23713253973767043 -0.43332673388055271 0.38861772836663444 0.53912233727729608 -0.019475121477309683 0.52786446122684672 -0.26912411888862969 1.9468160694329844 -0.38440214874183265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 7 8 9 -7 -10 14 28 24 -4 -16 -17 19 20 -18 21 27 23 -23 -14 -26 -27 -19 -13 -21
right_child=2 -3 11 5 -6 6 -8 -9 10 -11 -12 12 13 -15 15 16 17 18 -20 29 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0048765824654763718 0.0015774960485343418 0.0026739565644877412 -0.0067278634730593831 0.0037438227491073564 0.010413815717972695 -0.025826144812612185 0.0058711167000873405 -0.010493009731226506 -0.0018819573726678079 0.0028897495407070391 -0.019130729139079622 0.0032069223770721301 -0.014193988602356798 0.00033164489794219767 -0.0053026192536930004 0.05299779239308057 -0.015031221770623594 0.0005002041737664425 0.014371367063680167 0.0010153862849540684 -0.010878590515926441 -0.025608437301777288 0.0018559861464161357 0.0082007696852612767 -0.016309514321214691 0.022348347372929747 -0.011377302357220342 0.030442435431793063 -0.012150329895998634 0.012860963769198472
leaf_count=3396 15742 26163 21899 16346 5108 792 7390 6388 87275 33496 1188 45482 7692 18262 25203 234 1369 1144 1726 5859 6388 2020 7026 566 1230 1111 702 928 2019 7787
internal_value=0 0.0381664 -0.00670057 0.00802567 0.0772616 -0.00413902 -0.0162165 -0.0258102 -0.0177604 0.0481179 -0.0426491 -0.0206602 0.00698577 -0.0632217 -0.0477871 -0.0166817 0.0440389 0.0353558 -0.0300927 0.122132 -0.06962 0.00837754 -0.0567232 -0.338747 -0.191116 0.00743627 0.202367 0.293508 0.0508427 0.158984
internal_count=361931 29559 332372 173725 20850 152875 136529 129139 122751 34288 88463 158647 76498 28997 82149 60250 35047 34813 19798 15015 18072 11684 9612 2586 10735 3043 1813 2072 47501 13646
shrinkage=0.05


Tree=4059
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 507 962 652 689 816 1450 392 872 1469 746 1430 831 839 1111 909 789 114 575 848 590 980 414 1452 761 792
split_gain=17.9955 16.0112 21.5852 22.3442 20.7212 24.3677 24.0774 23.5433 22.6768 21.577 22.1417 24.2148 21.6826 21.6232 21.8153 23.5218 21.4268 20.024 20.6293 19.9957 19.6716 19.6269 19.3359 19.1951 19.1592 19.0022 20.0202 18.9664 18.8968 19.7625
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0941628986121894 1.3714217264408297 -0.98896428961744431 0.86385367930994306 0.98567350059335823 -0.35262914890079794 4.2575473192899809 3.0757328524286596 1.4550699066262183 1.0000000180025095e-35 1.0000000180025095e-35 2.1965197198778803 2.778493016390716 1.8910022628952046 -0.74900495005853218 1.1248358748350926 3.7888525678453377 0.68932268642900596 0.63679990752296556 -0.67541201360492764 0.40619131475872289 -0.088765591700364674 1.3895128202463656 1.9651948445941332 0.6540212943698811
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 20 5 17 7 24 22 12 -11 13 16 14 15 23 -9 21 -19 -17 -4 -2 25 -12 -6 -7 -27 -18 29 -26
right_child=1 2 3 -5 6 8 -8 9 -10 10 11 -13 -14 -15 -16 19 27 18 -20 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=4.1488433332893778e-05 -4.8181862491618166e-06 -4.011306359080506e-05 0.0002339156079820664 2.9216218710754617e-06 0.00017208476855833866 6.3406204584711852e-05 -9.0324403947512387e-05 -5.2267883207467034e-05 -0.00014177724768396039 -4.1573147411692936e-05 -0.00023488211573550807 -0.0011939887670209572 0.00021618827436118191 0.00034239237242765904 0.00012888866046210901 -0.00049007327988239942 5.5011748914380346e-05 0.00048676208479714447 -0.00087585311795756765 0.00011522304970564425 -5.8026585779433101e-05 -0.00095547507550523489 0.00058490347159240532 0.0002030138791400027 2.9476301281759842e-05 0.00012441956218895852 0.00055796003808069694 0.00053475079847460118 0.00025088149577485812 -0.00014150625579375817
leaf_count=29559 47442 9447 5244 5700 4403 4178 45726 143077 1282 15939 3877 84 1412 1290 7325 328 4052 615 66 3735 1127 103 446 817 16846 1007 765 389 1471 4179
internal_value=0 -0.0154105 0.0405821 0.0969661 -0.0202927 0.0191825 -0.0300363 -0.0210622 0.130508 -0.0312138 0.0188122 0.0719271 -0.0445267 0.0770762 0.0551991 -0.0298954 -0.0477238 -0.00134135 0.378059 0.0784981 0.182592 -0.00720243 0.180158 -0.166482 0.0403698 0.147143 0.323976 0.103896 0.013892 -0.00354998
internal_count=361931 332372 21518 12071 310854 55904 254950 209224 7678 182325 33395 17456 148930 17372 16082 8757 147518 48226 681 4063 6371 47545 6396 4694 26899 5950 1772 4441 22496 21025
shrinkage=0.000980392


Tree=4060
num_leaves=31
num_cat=0
split_feature=419 85 593 1400 1036 10 938 46 144 1258 352 1454 773 1400 1187 351 495 1168 79 1376 1185 553 294 1325 146 332 464 885 767 1329
split_gain=10.7342 20.3816 17.7055 17.0035 21.6378 18.1808 16.9025 15.741 15.5047 15.9448 16.1867 17.7967 15.4508 16.9742 17.3369 20.7738 16.2146 15.4832 16.8615 15.3496 20.6305 23.3433 19.4564 18.5082 19.3558 17.9194 22.1115 21.9206 27.3405 20.9275
threshold=-0.83202065260420666 1.1527851549051764 3.4460247463300693 -0.10957088001850084 -1.1810658126844693 2.6014122190942688 3.4525704095863414 5.539953671457523 -1.3570642599415386 -1.4455114002567087 -1.1373477772795091 -0.84722408107669478 1.1635733792292526 -0.34244688969434406 -1.1789415620257595 0.49574563868908211 1.8396673146700155 1.8457631489763042 0.48648109827918434 0.18805867694879752 -1.0145549619884799 0.84667673588457082 1.2306896463255914 0.15519172586262511 3.0783482178314734 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1849230938808055 0.57223150759220431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 12 -6 -3 10 -10 -12 16 -14 15 -15 -1 -18 -19 20 21 22 -2 24 -21 26 -22 -27 29 -29
right_child=19 8 -4 4 7 -7 -8 -9 9 -11 11 -13 13 14 -16 -17 17 18 -20 23 25 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0029477058192708813 0.00018588410579429933 -0.026392163591227476 -0.014283213324923461 -0.021492323521195122 -0.0024624444516979562 0.015997165158319598 -0.017593986218554829 0.15388116470684401 -0.050447418370715182 -0.0077731474949836793 0.12634614693029939 0.018256939711043783 -0.0093920712946796801 0.11099186334113009 0.0050375614564528966 -0.045580268305460414 -0.01460353678719002 -0.0014223612658735337 0.088427891312705925 -0.0020730868124700682 -0.0026459657432117123 -0.014483202006290871 -0.015946478864952967 0.0028443249860245806 0.032766657849133678 -0.00030117312762860377 0.0012259436444582645 0.0047146923608331111 -0.0027740536624126788 -0.0016424185004584554
leaf_count=25618 10324 795 1708 1067 21970 1034 870 22 58 6292 34 376 3593 41 690 25 1334 106 41 81279 42766 2909 1455 14830 186 36573 45053 46342 7583 6957
internal_value=0 -0.0323464 -0.0165031 -0.00923595 -0.065434 0.0250923 0.013823 -0.0476685 -0.158624 -0.121648 0.335122 0.504372 0.022593 -0.114518 0.212134 1.4102 0.0444882 -0.208077 0.558649 0.00305147 0.0135642 -0.0764811 -0.0306239 -0.0240639 -0.0392617 0.0194687 -0.00651079 0.03841 0.0618348 0.0787344
internal_count=361931 65674 58119 56411 23059 33352 32318 21992 7555 6760 468 410 31448 4349 756 66 27099 1481 147 296257 199962 14688 11779 96295 81465 185274 87819 97455 60882 53299
shrinkage=0.05


Tree=4061
num_leaves=31
num_cat=0
split_feature=785 652 495 1112 830 620 361 777 30 563 498 1389 1057 1319 70 588 723 728 785 660 731 620 415 1392 965 696 892 276 912 973
split_gain=20.7791 15.1036 17.7602 20.2925 17.3084 18.4378 20.3244 19.5557 20.3728 23.6331 21.8793 18.1886 17.53 20.8794 17.3635 16.9231 29.4345 18.478 21.5334 23.6999 26.7388 26.9275 22.3412 25.5529 26.0941 21.4238 20.1832 20.0348 19.5994 22.2233
threshold=-0.86283290253235112 -0.55024281929118113 -1.2356503748313998 2.8648355898938016 0.70639586890216266 -0.43590413231259101 0.98111669145643376 0.43890524478253673 1.0597452300227459 -0.22119805304004453 0.53527224978286614 1.7257614481930883 1.0000000180025095e-35 -0.25381015654012057 -0.27238573251746767 2.250834115212506 1.0000000180025095e-35 -0.49008176997875957 0.58460966528228819 0.26872683687560334 1.7256957373890334 -1.130853321005749 -0.18340163119414618 -0.43128143524059342 0.1463002810917281 -0.68294515127066913 1.0342428102238199 0.56241006936257165 -0.068642880088827379 -0.49764994095982118
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 10 -4 12 -8 -14 -12 17 -17 18 19 25 -21 -22 23 -23 -25 -3 -19 -28 29 -24
right_child=1 15 4 -5 -6 -7 11 -9 -10 -11 14 -13 13 -15 -16 16 -18 26 -20 20 21 22 28 24 -26 -27 27 -29 -30 -31
leaf_value=4.6399630327187175e-05 -0.00016481815632188142 0.00020910681632730103 -0.00020376301890301509 0.0012405194003319486 6.5183243850722278e-05 -2.8041488356333737e-05 0.00027602371774880144 -0.00012402375721834059 0.00024795850821696466 8.6515562015712744e-05 0.00030118901491490004 0.00082353554896775301 -0.00031575696441965296 0.0001987863528708049 -0.00013427034171539854 -7.0477803576808688e-05 0.00013698109307905181 -3.47803680728855e-05 -8.4227707917107548e-05 -0.00010084019027712766 0.00038505551492914851 2.4105275599562869e-05 -0.00016047425156126086 0.00048575094965727037 7.356257616424717e-05 -5.3890629386877618e-05 -0.00017269162497701932 4.7870706055391196e-05 -0.00018877531650557115 0.00025107887057291731
leaf_count=29559 4856 1596 3574 41 22840 53556 2203 4298 1869 9086 881 217 769 832 841 6156 6884 153990 10261 2364 1882 2537 1081 1787 1196 13368 15612 3703 2088 2004
internal_value=0 -0.0147035 0.00759464 -0.147858 0.0133073 -0.00356509 0.0467229 0.0179622 0.0512814 0.0206758 -0.101351 0.191905 0.157034 -0.0273143 0.0997914 -0.0262746 0.0501781 -0.0320181 0.0122231 0.0415871 0.105208 0.1495 0.103227 0.199459 0.33273 -0.0231807 -0.0436697 -0.130485 -0.0122801 0.10674
internal_count=361931 332372 105863 4897 100966 78126 24570 20549 16251 14382 5296 4021 3804 1601 1722 226509 13040 213469 40164 29903 14939 12575 10693 5520 2983 14964 173305 19315 5173 3085
shrinkage=0.000980392


Tree=4062
num_leaves=31
num_cat=0
split_feature=859 789 1470 416 1378 290 927 766 596 211 1182 1246 892 288 1387 54 1184 84 1384 1175 762 832 908 1256 838 1386 213 914 861 292
split_gain=10.5767 18.9491 17.7931 17.2689 17.8006 18.3151 18.356 27.2412 17.7692 17.1362 18.4279 24.2002 19.0839 19.1213 24.6837 20.5904 18.4298 17.7167 16.5185 17.165 18.3673 17.5381 18.85 16.5174 18.1229 18.8257 16.5237 16.3956 16.3498 16.5093
threshold=-0.54135187694831066 1.1248358748350926 -1.3545928909252491 -1.3869937216098343 0.29079056963915867 1.2076902269867971 2.0943578565502325 2.8239875926271876 0.85969605735913768 -0.28538378148631161 -0.33471008696885546 -1.0288570239317771 1.0000000180025095e-35 -0.13388889941589333 2.8376366120850243 2.0367191565872536 -0.91516315404030968 0.22769429645631331 -0.2204153971695593 0.63836267071246733 2.6240334406981209 1.2327850386693042 0.093797844768854305 -0.93060931944558056 -0.46123052744579313 -0.58492728677024919 -0.50682496323432236 -0.26379249008210887 2.113959594731297 -1.7663287268351435
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 9 8 -8 18 11 -11 13 15 -15 -12 -13 -17 -5 20 21 23 -23 -20 25 -25 -27 -26 29 -7
right_child=-2 -3 3 4 -6 28 7 -9 -10 10 12 16 -14 14 -16 17 -18 -19 19 -21 -22 22 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.010142764029229244 -0.00059035742978357148 -0.0034489524694786933 -0.0051443847983529533 0.0050005318392324031 0.0046660730781738768 0.074181315469139267 -0.0049260341421423822 0.07474921760278791 -0.025521625556007545 -0.015647540027768241 -0.0077715809979161179 -0.017449420074057018 -0.01439677741021734 0.00072419176810545761 0.066879951100426355 0.071155231034063737 0.0045864172610896618 -0.0075445852706050674 -0.016444724949272235 0.0070782339937545853 0.040184084716285436 0.052276363881625765 -0.019324657745055873 -0.0068085469801208755 0.0011759029533422981 -0.0055227925528222137 0.012169669191823421 -0.016624009309137669 -0.0083184031808263732 0.0069775439081405854
leaf_count=1566 244749 12559 6711 16909 19766 41 2900 40 637 1061 8247 733 2714 9104 65 74 11566 76 1722 3037 110 172 89 2281 1136 1024 2372 1912 951 7607
internal_value=0 0.0153192 0.0256352 0.0296462 0.0364755 0.0192175 0.00539123 -0.150724 -0.174064 0.015066 -0.0238267 0.0433063 -0.0720432 -0.0453645 0.0258568 -0.136407 0.0718512 0.69978 0.0535667 -0.0082776 -0.0547205 -0.0660841 0.575285 -0.0807987 -0.044151 0.0330737 0.139951 -0.192413 0.114388 0.14737
internal_count=361931 117182 104623 103057 96346 76580 67981 3577 3537 64404 33640 13360 20280 17566 9169 8397 12299 150 30764 13855 10818 10708 261 10447 8725 5677 3396 3048 8599 7648
shrinkage=0.05


Tree=4063
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 789 703 1435 1174 1253 1384 1455 432 765 144 868 553 624 977 152 1449 1118 628 347 536 1458 321 1241 12 78 760 133
split_gain=10.5546 24.7681 15.8635 15.067 17.3028 15.264 16.8048 18.5297 16.1135 19.7576 16.8013 16.3357 19.51 16.1042 15.9771 16.1547 21.0788 17.6392 16.8399 16.716 18.3606 16.5484 15.1598 16.2537 15.0616 15.0075 16.67 19.1151 18.8723 15.7718
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 0.58985743818788539 2.9086670095478406 2.0083258921000415 -0.90552258535424313 0.51785900884425529 1.0850635121953129 0.72809816964645935 -0.77606473871021986 -0.70374835881474784 -0.76319924954903662 1.0000000180025095e-35 -0.11390247822289699 -0.31870541540742386 -1.9773824360637804 2.6232545009340549 -1.0000000180025095e-35 -0.81156498828262313 -1.1313368092889216 -1.5864484515716399 2.7456540654995987 -0.82108684835595114 1.3688699032798501 0.13526198999610789 -0.67034953929075047 -0.81394362612528093 0.68583416848007639 2.7171092817986957
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 13 14 -11 -12 -13 -8 -10 16 18 19 -16 21 -21 -17 23 -7 -14 26 29 -28 -29 -15
right_child=-2 -3 3 4 -6 22 8 -9 9 10 11 12 24 25 15 17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0034117700687714679 0.00041289180068211157 0.00029857063094920294 -0.00624219376387131 -3.752081089705423e-05 0.055096675424619795 0.0063051495913621211 -0.0023332383208887727 -0.026588954790959091 0.0062305053311546626 -0.036576872319960499 0.049263406133933041 0.065634187873705771 -0.0057576591725931499 0.0044688547272400906 -0.054217023606770269 0.072621968930393369 -0.031237507398979604 0.11876866851688024 0.1939638142604847 0.097517901277660357 0.0011450385417172415 -0.048872931164703863 0.052196702422064783 -0.020823897059689917 0.088324474725655022 -0.00045613525018105283 -0.028953128462302965 -0.007511777007930859 -0.027289279017413161 -0.039745285547363646
leaf_count=4151 197825 89418 3019 13268 66 532 25397 1334 3580 116 369 109 492 2372 28 20 1514 23 23 47 1157 439 62 2759 30 4145 1530 6209 1558 339
internal_value=0 -0.0178508 -0.0574636 -0.0702674 0.00733471 -0.091972 -0.0807943 -0.253978 -0.0661187 0.0690443 0.410582 0.516525 0.242262 -0.0856768 -0.00603356 -0.199642 -0.536687 -0.0113121 2.08699 -0.0565782 0.0992 -0.726269 -0.287324 -0.317424 0.0148963 -0.163199 -0.217839 -0.272858 -0.214084 0.0124042
internal_count=361931 164106 74688 70537 13334 57203 53850 4353 49497 7947 1116 1000 631 41550 6831 3251 1565 1686 51 1663 1204 459 3353 3291 522 16153 12008 9297 7767 2711
shrinkage=0.05


Tree=4064
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 657 922 864 350 718 833 1246 434 559 1327 20 720 384 1050 846 290 1191 1314 64 796 1224 1180 772 381 1466
split_gain=15.7991 15.3005 18.6979 43.2447 18.0286 18.3622 17.7943 18.4419 18.2966 19.7465 24.8592 22.9312 22.5502 20.3079 19.857 18.2254 18.1822 17.9151 17.5842 17.3666 17.5157 17.3526 23.032 17.2669 17.1777 17.5982 18.7022 17.3655 18.9816 18.0197
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 2.2603408215975165 0.8808338060330112 0.72275257928592751 -0.54100357354515338 1.7690287660176487 1.5919315457291203 -0.74029609857671408 -1.1991617827164551 0.53679331687035536 1.4371716823703651 -0.85260503279661171 1.0000000180025095e-35 -0.7284015983301716 -0.65319606080204651 0.92759726108368712 1.1551494272064851 -0.43999939705801333 -0.14725679315555426 0.58408534944085788 0.38087715954262297 1.9980862990756834 -0.98536440085365629 -0.28708682036526079 -0.32502189658861175 -0.10924916476579039
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 24 -2 6 8 16 -6 10 11 -10 15 -11 -15 -13 -8 -9 -14 -18 -21 22 -12 -7 25 -3 -27 28 -26 -29
right_child=1 2 -4 -5 5 23 7 17 9 13 21 12 18 14 -16 -17 19 -19 -20 20 -22 -23 -24 -25 27 26 -28 29 -30 -31
leaf_value=3.8460016077994744e-05 -1.5285702288310964e-05 -0.00017510164822319055 -5.2150383569156018e-05 0.00038873281461457288 -6.073889863432807e-05 -9.7449587150335061e-05 -5.4056669564849995e-05 -0.00057502529854288698 0.0001389432448523581 0.00024280972987968271 -0.00068046661372581855 0.0017233337301550255 -0.00026655648680024642 -0.0001741930810114343 0.00096446040740776832 0.00016561887923922656 0.00025072083703269615 2.7036738108705707e-05 -3.0842216168224522e-05 -0.00025301371339549162 0.00075905472433206774 0.00045560553263585934 0.00033111989409350556 -0.00074919360988487047 0.0010093051180736783 0.0031225782751072746 0.00037794345945877511 -0.00032908639651233878 9.3346793100660053e-05 0.00034500754254307349
leaf_count=29559 190291 3226 93730 1384 10138 1706 1445 282 3542 3713 190 49 2070 1045 73 103 5721 946 9033 620 85 894 250 241 235 23 134 540 276 387
internal_value=0 -0.0148788 -0.0430103 0.0833266 -0.00558799 0.0353652 0.0458199 0.129744 0.0200154 0.0555341 0.0180079 -0.00853695 -0.0585531 0.175549 -0.0940828 0.800687 0.169 -0.113386 -0.0700174 0.21776 -0.116919 0.298387 -0.0627578 -0.167935 -0.0440447 -0.144816 0.838915 0.177146 0.533344 -0.0249708
internal_count=361931 332372 99935 6205 232437 42146 40199 9099 31100 20962 16131 14797 11255 4831 1118 152 7871 1228 11103 6426 705 1334 440 1947 4821 3383 157 1438 511 927
shrinkage=0.000980392


Tree=4065
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 714 588 906 689 588 507 590 689 869 513 746 1241 726 1246 51 407 1174 647 590 421 903 978 708 971 900
split_gain=24.66 18.6687 21.3823 25.2188 25.7407 20.0108 35.3632 34.4266 25.98 25.2773 23.109 24.8528 26.7358 22.7893 22.6702 29.0517 24.9043 22.1682 21.2313 19.7025 19.3 22.1867 19.0863 43.7363 19.0668 18.9105 22.1056 19.7159 18.8615 18.7479
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 0.71188872395471614 0.65809631222906606 0.58895901036483078 1.1511195098725142 -0.57653763495970078 1.0454229551509682 3.6288968102052546 -0.67919258870259713 -2.5456679507321813 1.8833302095857707 1.0000000180025095e-35 -1.2965003005540392 -0.9287500684180785 -0.87782724458594241 0.58895901036483078 2.6287012352426902 -1.1971995072284189 -0.90722848977789705 -0.011984116837093809 0.77492423839207791 0.82485304026605721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 9 7 8 -7 10 19 12 17 18 20 -16 -17 -12 28 -2 21 -8 23 -3 -15 26 -11 -27 -10 -19
right_child=1 22 3 4 -6 6 14 -9 13 25 11 -13 -14 24 15 16 -18 29 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=4.7531117309302113e-05 5.8141597852961776e-05 -4.9346180889783998e-05 -0.00010414035664748524 -0.00011262282805553868 9.7368619805861779e-05 6.9495519171821498e-05 0.0004390947124067954 -9.4934314728617485e-05 0.00011504514043425511 -0.00016805072281309686 -0.00069116359103378892 -0.00013779162640662786 -0.00015889111002246266 -4.6192951062345876e-05 0.00040067472593111021 -0.0016154584611364922 7.4993837463531092e-06 0.00034023421583115934 -0.00035798237352647805 -5.338874482261401e-05 8.6821141924741397e-05 -0.00036157832928196615 -5.9081606146493633e-05 0.00038446391174307517 -0.00043700828663309 9.3034444151123111e-05 0.00051320169776450906 -0.0001716386476277444 -9.4255905691261081e-05 5.043859565906575e-06
leaf_count=29559 21951 4821 4773 3371 21461 13971 189 46178 9680 450 117 1165 906 67111 1548 55 142 4145 671 14461 5806 1066 93730 1384 836 1497 477 6873 2614 923
internal_value=0 -0.0190131 -0.00875556 0.0460242 0.0730252 -0.0176026 -0.0313457 -0.0412161 -0.0173728 0.0207296 0.0445125 0.155391 0.210324 -0.0335725 0.0967889 0.310309 -0.431223 0.266004 0.0521017 0.0190582 0.0436974 -0.224927 -0.0500065 0.0774314 -0.0508981 -0.0852923 0.217227 -0.119326 0.0718052 0.286358
internal_count=361931 332372 232437 29605 24832 202832 149867 141061 94883 52965 43668 7256 6091 80912 8806 1745 197 5185 12965 36412 7061 1255 99935 6205 67947 9297 927 8370 12294 5068
shrinkage=0.000980392


Tree=4066
num_leaves=31
num_cat=0
split_feature=150 912 992 21 1133 56 659 496 5 846 176 898 436 495 557 300 1467 427 144 1181 1323 1185 356 1115 773 1048 846 1320 511 278
split_gain=10.5444 18.8349 21.1783 22.4677 21.0402 18.2839 27.158 25.3151 17.9956 21.8419 21.4003 17.874 18.5467 35.2389 20.6023 19.6788 17.5161 17.3749 17.0934 17.2217 18.0257 17.0442 16.8285 16.7974 16.5556 17.4384 17.4121 18.1365 16.3694 16.3049
threshold=-0.21670947407920635 1.7396490052858136 -0.88186080764334462 0.62211875780133752 0.83855504975942485 1.0000000180025095e-35 0.62821384419828064 -0.54563801148535884 -0.52232086333842909 -0.48273133918595618 2.2114208585049395 1.981949354906132 1.0000000180025095e-35 1.8396673146700155 -0.90800616672965218 0.22924302793746357 1.2299399009117524 1.8662393702448268 1.7191564938916206 0.61977844179682851 -1.3613323777854329 -1.545279374602323 -1.4159721143168338 -1.131688917925237 0.27041346021716678 1.368773442077287 -0.27137419200658186 2.3162771883795656 0.86916646917903151 -0.6515621827579533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 5 -3 4 16 6 7 22 10 -10 -7 12 13 14 15 -11 -4 29 19 -1 -21 -14 -2 24 25 26 27 -20 -23 -8
right_child=1 2 3 -5 -6 8 17 -9 9 11 -12 -13 21 -15 -16 -17 -18 -19 23 20 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012356257245064583 -0.021235366670941669 0.019255301562981594 0.008255487963376747 -0.0038766184425604402 -0.0087503365102728509 -0.002720646012225502 -0.017120998092339423 0.0011384007540637862 0.0048082802158204976 -0.004094136654100404 0.012438555581837284 -0.010559991258962495 0.075571667252025257 -0.0152939380036572 0.0012660449588491683 -0.030338264055383226 0.032726605014186373 -0.031599642659470684 -0.00055469544370210014 -0.011170518012183836 0.001901858199668029 0.0047368464730475242 -0.0036060523093232933 -0.0071362315319265252 -0.014833614952453712 -0.040984924717830107 0.038383640241701156 0.070347965491638603 -0.0093737022637144698 -0.0038981278028089152
leaf_count=129874 1387 1094 4629 3524 965 19253 2113 46292 22568 1709 1248 1986 47 1881 22695 614 360 477 688 1806 42683 14862 15641 10125 505 99 474 78 1131 11123
internal_value=0 0.00993792 0.100941 0.0658859 0.148662 0.00359054 -0.0255306 -0.00474614 0.0241888 0.0411173 -0.0353548 0.0125742 0.0212996 -0.0147119 0.00748666 -0.220556 0.202835 -0.129003 -0.0157347 -0.00974477 0.0293018 0.0797529 -0.0922415 -0.106588 0.132674 0.283936 0.367756 0.119248 0.0762085 -0.112649
internal_count=361931 175599 10572 9478 5954 165027 77033 63320 87994 67493 20501 44925 42939 26899 25018 2323 4989 13713 186332 174363 44489 16040 17028 11969 1844 1339 1240 766 15993 13236
shrinkage=0.05


Tree=4067
num_leaves=31
num_cat=0
split_feature=785 21 747 803 1080 153 649 1467 1465 537 791 1124 832 705 636 517 765 1042 845 898 692 659 1449 1329 1091 263 1050 1443 944 1458
split_gain=10.5104 11.713 17.4297 19.0709 22.0933 18.3256 17.9217 17.8385 17.2637 17.69 25.9833 22.7903 23.4709 19.1014 19.856 18.4159 21.2649 18.7382 17.9414 19.3156 17.9162 17.7758 17.6354 17.4488 17.2826 21.9302 22.093 23.757 20.5199 20.5607
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 1.9682860324222273 3.9810989087578279 1.3533504079639647 0.34221600633899069 -0.31819417591303473 4.1805237560306479 1.2978429288651507 1.0000000180025095e-35 1.7208754649306373 2.2651951013630871 0.51747580830848527 0.068678349587887808 1.0000000180025095e-35 -1.0529666511239248 1.1890916140266607 -0.18955565293736662 -0.60714511974556873 -0.86727267166349253 1.0000000180025095e-35 -0.49800120927997832 2.0610808773054612 1.6904607120771862 1.6445160113075163 0.5651168191521696 1.593744732512876 1.4781763871474156 -0.69291310448648835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 8 6 -3 -5 -6 9 10 24 12 21 14 -12 16 23 18 -17 -20 -13 -11 -23 -15 25 -4 27 -27 -26 -30
right_child=1 2 3 4 7 -7 -8 -9 -10 11 13 20 -14 15 -16 17 -18 -19 19 -21 -22 22 -24 -25 28 26 -28 -29 29 -31
leaf_value=0.0018841219815813389 0.00089642340280912637 -0.0025267046939207579 -0.0019755945061328628 0.0034306632934065816 0.025300534118442065 0.003701785741618926 0.017253787057439112 -0.086966433219500594 0.013461966660303699 0.006335180253528444 -0.0052333571245381169 0.047942347718512163 0.040638656456630382 -0.0094570825480887015 0.0028898051326813673 0.007408761653460526 0.011256324269953591 -0.015335432927011162 -0.017657626885787658 0.0013922920942422796 -0.02612223998910292 -0.011581036873016487 0.0030462193292247679 0.054639553813812927 -0.0052403636781178722 0.013311920463961666 -0.0035829439782692919 -0.018256521935971482 -0.074906431066487575 -0.017940736006428749
leaf_count=29559 91008 92568 74930 5355 28 7432 1264 53 934 8665 8571 46 226 1194 8584 4180 6043 880 846 2872 548 1736 2877 73 5978 2716 1887 340 85 453
internal_value=0 -0.00661293 -0.0148276 0.000635541 0.110873 -0.0407222 0.123811 -1.0399 -0.00571203 -0.00814847 -0.0175615 0.0654227 0.0825114 0.0371585 -0.020228 0.0902141 0.174939 0.0235362 0.0546402 -0.0604122 -0.394849 0.0710072 -0.04503 -0.120198 -0.038529 -0.0282304 0.102427 0.209747 -0.141025 -0.520027
internal_count=361931 332372 241364 141364 6700 100000 6619 81 134664 133730 119632 14098 13504 33243 17155 16088 7310 8778 7898 3718 594 13278 4613 1267 86389 79873 4943 3056 6516 538
shrinkage=0.05


Tree=4068
num_leaves=31
num_cat=0
split_feature=545 959 1094 705 417 998 760 278 1469 1451 1102 74 1451 1458 21 1241 1466 971 1257 769 1361 144 395 1370 69 348 1320 833 1398 1134
split_gain=18.3378 19.9053 21.6877 19.9188 21.3522 20.1943 22.2405 19.5736 21.6596 27.9953 21.3661 19.8488 21.1746 24.2361 21.4539 20.3765 19.4371 18.7998 18.6257 19.5856 18.0904 19.6951 19.3155 19.9791 20.6938 18.7011 18.449 18.1308 17.6658 22.1633
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 1.3612027609086828 0.010950138188642858 1.0000000180025095e-35 -0.16146241837233172 -0.26901177687941419 0.29844699699690508 1.4092080211977058 2.3568461994793108 -0.33344930086606389 -0.090383894447727778 -0.43379039697338312 -0.32341995197817647 1.4745872971895342 2.5621452872994568 3.4488169158090014 -1.2245333202670252 1.4978520246097473 1.0000000180025095e-35 0.5591401735916004 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 2.1800451621148382 -1.1902160690011778 -0.58547521873134578 -0.097918240373625134 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -5 -6 -9 11 -11 17 -13 15 -15 -14 20 -10 -7 -20 22 26 23 24 -4 -23 27 -22 29 -8
right_child=1 3 16 5 7 18 28 8 9 10 -12 12 13 14 -16 -17 -18 -19 19 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.3354869483838978e-05 2.1431762704864183e-05 -2.3683703785450362e-05 -2.3447092437606727e-05 0.00010560971036834265 -2.3474729387160519e-05 -0.00031197771448747072 -4.7459242604425455e-05 6.6744189313350217e-05 -0.00010690766850158652 -0.00093046070949747805 0.00069206390914486489 8.5762764621240926e-05 5.2640260612272186e-06 -0.00052550761182980279 -9.2192668039378428e-05 0.00068938585449018503 0.00023491459163501194 0.0019505174572277851 0.00020661043737631735 0.00076217734142243595 1.0204458687432691e-05 -0.00025063256155531482 0.0010491395955710841 -0.00028621688684296891 0.0011882530341101923 0.00082458427583513821 -5.3570795189822704e-05 0.00063292772253572269 9.7149411220571349e-05 -0.00046510968513613262
leaf_count=94059 13044 110537 704 7074 34294 360 1637 46306 7510 278 35 11637 2045 867 1606 210 765 20 3188 297 617 3800 68 9080 101 74 8905 392 1428 993
internal_value=0 -0.00279329 -0.059417 0.00409078 -0.00152264 0.0820272 0.0337491 0.0206888 0.0411473 -0.0135686 -0.693686 -0.00507857 0.0373197 -0.0890715 -0.243511 0.0763043 -0.107623 -0.102843 0.218769 0.262224 -0.123733 -0.0739961 -0.233271 -0.247563 0.19138 -0.227133 -0.0176766 0.281253 -0.0992391 -0.209469
internal_count=361931 267872 37550 230322 215345 14977 11132 104808 70514 24208 313 23895 16365 4728 2473 2255 24506 7530 3845 3485 23741 13788 9953 9885 805 3874 9914 1009 4058 2630
shrinkage=0.000980392


Tree=4069
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 660 507 546 797 907 21 264 1463 216 569 924 590 689 1450 138 1252 978 633 234 789 695 1462 361 51
split_gain=19.9893 17.4482 22.057 22.2433 21.9908 25.1267 24.7705 21.4791 21.298 20.954 22.0328 20.918 21.2293 23.2096 23.3903 20.6124 20.4627 19.7854 20.6656 19.5668 22.3639 19.5523 21.5266 19.7994 19.4157 19.3647 19.244 19.5949 18.8103 18.7239
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 0.65809631222906606 1.4509659974849665 0.63961785378869596 -0.31979344933548404 -1.6471741456694959 0.38646845251715672 -0.16651745093505757 -1.8619119801755339 -0.8803382114328292 1.8999064755685127 0.58895901036483078 0.86385367930994306 -0.33386868244407664 -0.54380050912685796 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 1.1248358748350926 -0.33888244088082226 0.10265607763050343 0.77263216585426908 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 25 7 6 8 26 9 10 -6 -8 13 -13 -15 -14 -7 18 -9 -17 -21 22 23 -18 -25 -4 27 -2 -22 -19
right_child=1 2 3 -5 5 16 11 17 -10 -11 -12 12 15 14 -16 19 21 29 -20 20 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.3414967804998266e-05 2.3588288295440277e-06 -3.9653545571492356e-05 0.00023511489999358562 5.0464359998055524e-06 0.00012780898396245178 -7.8790926548354354e-05 0.00021763753038733582 0.00018149468557366406 -0.00012251869276117526 -6.6963829089620121e-05 1.0403477453502358e-05 -9.9003769408575996e-05 0.00011241589813118319 0.00087591922154111842 -2.07486076595414e-05 -7.4959995996191133e-05 -0.00032628004266866084 2.7747906993900158e-05 -9.8999464042730177e-05 -0.00011699769659158192 0.00011553899868750658 0.00084266779348047985 -0.0013287787039524131 -0.00037189889539702682 0.00018214007627637258 -5.4504378923943579e-05 6.3500327613041728e-05 -0.0001161191051627674 -7.2058578742439775e-05 -0.00051487424098482705
leaf_count=29559 24100 9447 5244 5700 14811 79939 2028 7617 5085 6657 15996 44577 6588 158 35285 17112 897 919 1527 4083 10534 171 73 505 3679 1127 14057 10495 3493 468
internal_value=0 -0.0165039 0.0419353 0.0989076 -0.0215969 -0.0320248 -0.0162945 0.0175112 0.0303814 0.0470099 0.0714091 -0.0339864 -0.0377433 -0.0625219 -0.0169198 0.00222332 -0.0695457 0.105194 0.141441 -0.0201214 0.0306253 0.080825 0.0510828 0.0699053 0.131176 0.1843 -0.00406868 -0.0347564 0.0720424 -0.138275
internal_count=361931 332372 21518 12071 310854 251671 166407 59183 42549 37464 30807 123858 121830 80020 35443 41810 85264 10531 9144 35222 18110 5325 5154 5081 4184 6371 48652 34595 14027 1387
shrinkage=0.000980392


Tree=4070
num_leaves=31
num_cat=0
split_feature=888 1028 407 21 115 1449 120 1225 785 852 43 1467 346 73 208 1458 1308 363 1189 202 1469 1458 1453 1453 1466 1457 1452 1469 1470 1458
split_gain=21.2839 20.0872 25.3164 22.4889 27.0417 25.2026 24.3875 22.9356 24.5951 25.1005 22.1871 21.9723 21.8539 21.6251 26.5811 20.7509 20.3124 24.0466 22.8039 20.4479 19.9758 23.4615 25.5903 22.0351 21.3664 25.8028 24.0567 26.1476 21.2444 21.4703
threshold=1.0000000180025095e-35 -0.96688480048775205 -1.2965003005540392 -0.13431221002227373 1.3947035982071894 1.1079199123424177 1.0077541972150732 1.0000000180025095e-35 -0.86283290253235112 -0.22706799479215015 2.2744972866152193 -0.34309057745192645 0.093200845473542002 -0.70848728118401738 -0.81489396472428843 5.1479456218553512 -1.0499001947836037 -0.56593172769933353 -1.0256275597782036 1.8438707357942881 -1.0706168552173836 3.608238393186435 -0.20662850366848182 0.090414289886247015 -0.34354569973795063 0.4507922622690933 -0.59694121484401241 2.210415480261688 1.8583204236235784 -0.67567940349836197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -3 4 6 7 10 8 -5 -10 15 -12 -7 14 -11 20 17 18 -1 -19 -4 22 -22 24 25 -24 -26 -28 29 -25
right_child=-2 2 3 5 -6 12 -8 -9 9 13 11 -13 -14 -15 -16 -17 -18 19 -20 -21 21 -23 23 28 26 -27 27 -29 -30 -31
leaf_value=0.00023824812477033061 -6.6839775430911391e-05 -6.5574447649732433e-05 0.00015975897623530459 9.1346137825921794e-05 -9.7911212868858287e-05 0.00013508369185505288 -6.0033779184885043e-05 -8.6558140108793118e-05 -7.6874794602443776e-05 -0.00010241302465376705 -0.00034768158243402058 4.6628053709050914e-05 -8.9575313534627428e-05 -1.7586758870356363e-05 0.00012856959666747748 -0.00040593411283021099 -1.8655114281431456e-05 -0.00020612647688897354 -7.3058831073643258e-05 9.058427995905492e-05 1.1616802193926724e-05 0.00054837810392940705 0.00042894692246024489 0.00023599425310657035 0.00057317214034049676 -0.00078713272013394256 5.169855098908829e-05 -0.00108489086412094 -0.00064525198322121615 3.7814770094173157e-05
leaf_count=1997 46198 30233 10142 11342 7487 8678 9194 20053 24716 2726 1786 2048 2560 40114 10555 372 59831 15264 6647 1973 28005 373 2366 3141 383 104 1864 127 222 11430
internal_value=0 -0.00763562 0.00241509 0.0105168 0.040119 -0.00830122 0.0524309 -0.0189036 -0.00403642 -0.0178544 0.0673084 -0.128857 0.0880092 0.0080002 0.0822064 0.0761777 -0.0419086 -0.109046 0.00117776 -0.173956 0.0796471 0.0598546 0.0550564 0.11614 0.247982 0.393714 0.0958276 -0.00857234 0.0745339 0.0840298
internal_count=361931 315733 230021 199788 79044 120744 71557 109506 89453 78111 62363 3834 11238 53395 13281 58529 85712 25881 8644 17237 58157 48015 47642 19637 4844 2470 2374 1991 14793 14571
shrinkage=0.000980392


Tree=4071
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 211 986 1189 558 1256 624 714 588 906 689 588 869 513 746 1241 507 590 689 726 1246 51 407 1174 421
split_gain=21.7486 17.5579 20.611 25.1458 21.0815 22.6372 20.501 19.4177 19.0289 29.2447 20.9029 20.0416 18.9818 38.2144 33.6158 26.041 24.0392 23.3794 22.9255 28.4705 25.2285 22.6661 25.8871 25.8355 21.7438 20.975 20.318 19.3626 22.4331 19.3108
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.62944366619299574 -1.0520142078483523 0.27520619591785284 -0.8902505693056445 -0.73731485371258099 -0.056197225590223644 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 0.71188872395471614 -0.57653763495970078 1.0454229551509682 3.6288968102052546 -0.67919258870259713 0.65809631222906606 0.58895901036483078 1.1511195098725142 -2.5456679507321813 1.8833302095857707 1.0000000180025095e-35 -1.2965003005540392 -0.9287500684180785 2.6287012352426902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 5 -4 -6 -5 10 -10 -7 -12 16 14 15 -14 21 25 27 -20 -21 26 23 24 -23 -17 -2 28 -15 -19
right_child=1 -3 3 7 6 8 -8 -9 9 -11 11 -13 13 18 -16 17 -18 29 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.4511211094441976e-05 5.8304919827985368e-05 -4.7089501734110709e-05 -4.6176198683576169e-05 -0.00066672273112725305 2.0818423519375479e-06 -0.00029611133228874952 0.00025736994087482046 -7.0323246629685151e-05 -0.00032973156962374693 0.00030907810119077815 -7.9139023068612317e-05 0.00018058781237370442 7.013809035072244e-05 0.00044848516767307658 -9.3437172949858678e-05 7.187498753275236e-05 -8.1166339092887628e-05 -4.5835145282739388e-05 0.00040681122227062913 -0.0016064916722510327 2.470389600948777e-05 -0.00068490840357860415 -0.00014527139712002381 -0.0001535744380388896 0.00027896845279153185 -0.00035372911034266632 -5.49144804811252e-05 9.2687709628137382e-05 -0.00035722996838154724 -0.00043892355545358734
leaf_count=29559 21951 99935 8900 372 2043 756 4153 5026 370 2618 2171 3196 13971 189 46178 12294 9297 67111 1548 55 142 117 1165 906 5068 671 14461 5806 1066 836
internal_value=0 -0.0179675 -0.00802491 0.0457363 0.0719925 0.0341901 0.178118 -0.110259 0.10606 0.241725 0.0378552 0.0827947 -0.0167103 -0.0300918 -0.0403502 -0.016799 0.0206173 -0.0330126 0.103077 0.317532 -0.41484 0.0437992 0.153611 0.209718 0.264419 0.0537331 0.0186021 0.0496463 -0.219622 -0.0505573
internal_count=361931 332372 232437 29605 24207 18011 6196 5398 9111 2988 6123 5367 202832 149867 141061 94883 52965 80912 8806 1745 197 43668 7256 6091 5185 12965 36412 7061 1255 67947
shrinkage=0.000980392


Tree=4072
num_leaves=31
num_cat=0
split_feature=652 1020 1458 21 21 1468 1468 1450 1450 1470 1459 1390 559 1469 1454 1469 1313 1262 1468 772 1050 1455 11 17 1037 1388 570 152 1247 976
split_gain=10.5936 14.4197 20.6786 22.5391 24.0095 25.3543 23.1541 21.2391 20.6395 19.9731 18.7511 17.3451 17.2297 17.1089 18.5819 18.7479 17.0805 17.0717 16.7756 16.7539 19.1473 19.7286 17.1799 17.2384 17.4336 16.9367 19.4096 17.4322 16.5896 16.4524
threshold=-0.98896428961744431 0.44670980992553178 -0.71693843586677841 2.1349806934485605 1.0003342417131433 0.29530843783491928 1.5815342945870006 0.88343564287383192 0.95337257963916655 2.0712005696182252 0.73871680408646412 -1.1672841017398328 -0.75522106051786031 -0.30740309852321129 0.67485211051868899 1.4039267167446501 -1.7899561603914393 2.248112734151404 0.50871131412698856 1.1572304208143003 -0.25819618175439057 3.0460623713797315 0.40557766134009549 0.68980042811414621 2.6377151495714251 -0.23213231820504285 1.1148851262179418 -0.39348122708548711 -1.1986830121318872 3.0677919101992326
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 -3 9 -7 16 10 11 -9 -6 -2 18 15 -15 -4 28 -5 20 21 25 23 24 -21 -18 27 -27 -10 -30
right_child=1 2 7 13 5 6 -8 8 17 -11 -12 -13 -14 14 -16 -17 19 -19 -20 22 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0014524036953422635 0.00077988418021186605 0.0034472467112087418 -0.031928705354125224 -0.013111265565758815 -0.058256254408770192 0.048760495931672032 0.0044727978057812513 0.031242500113094197 0.033301335804431016 -0.032996527425870503 -0.023174494046461151 0.013627805484826228 -0.0015558872900466251 0.014683882433348536 -0.053960325914999496 -0.057695524081716722 0.00016031530753634056 -0.029496862266397555 0.039278941286262491 -0.015151286558797553 0.0015577223531801814 0.024979971842499688 0.0023608081760487527 0.0020382520578314548 0.071041859181872571 -0.012809463404728612 -0.025851072234241729 -0.0014285533719689742 0.003958587283040319 -0.078980590079064772
leaf_count=45881 60364 10908 330 233 47 382 203 547 265 183 92 1751 175252 190 220 82 7998 203 100 3263 34945 289 2076 1190 26 3047 814 4614 6400 36
internal_value=0 -0.0082384 0.0176543 0.0957705 0.11737 0.30598 0.683521 0.000549963 0.110866 0.180931 0.480443 0.23981 -0.0183294 -0.279593 -0.585279 -0.131095 -0.0146141 0.0744683 0.0904153 -0.0121617 0.00165985 -0.0641301 -0.121184 -0.202736 -0.286733 -0.0755878 -0.147392 -0.113865 0.0928638 0.0715683
internal_count=361931 316050 80434 14299 13474 2566 585 66135 7543 1981 639 1798 235616 825 492 272 58592 6904 333 58262 51707 16762 6555 4479 3289 16473 8475 7661 6701 6436
shrinkage=0.05


Tree=4073
num_leaves=31
num_cat=0
split_feature=50 56 202 480 971 525 1445 140 1392 1250 83 635 20 559 1198 1244 1053 1178 806 498 283 74 346 1171 570 1045 917 402 630 137
split_gain=10.6023 17.754 17.8749 17.1143 22.7247 17.7087 17.29 21.6792 19.4556 17.1328 16.1245 15.8492 20.9214 18.9402 19.2739 16.9416 17.7775 16.9334 15.7686 15.5458 15.5309 22.705 17.7391 18.9347 16.1011 17.6302 16.4605 15.7806 15.6944 19.893
threshold=1.0000000180025095e-35 0.58160213896575708 0.56345046278266753 -0.73902255087487889 -0.70743016132395065 3.2640558550132641 1.6380901172106308 -0.56568243935864915 0.076606092167369425 1.9732886371486498 -0.4025002278379553 -0.50842588683350443 0.98248215176779585 2.1195109291709202 0.91356128825518146 -1.6905346851564766 3.8289298140366834 2.7665051871970063 5.2379795501203441 1.82911433652524 -0.61356703887634334 -1.2380221570868024 -0.62312279420195849 3.4174286643440994 0.68351810250069645 -1.3287354877647983 -0.74101318164224728 1.0000000180025095e-35 -0.8857489962983196 0.1532919749078441
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 6 -5 9 8 -8 -4 -6 15 13 18 -15 16 -1 -17 -13 -14 22 -22 -3 -24 28 26 -26 -27 -23 -30
right_child=-2 20 3 5 10 -7 7 -9 -10 -11 -12 12 19 14 -16 17 -18 -19 -20 -21 21 24 23 -25 25 27 -28 -29 29 -31
leaf_value=-0.028056170191495717 0.00038330691494112593 0.003689670311209186 0.0027353634663001732 -0.010014501177513999 0.0020323426224445585 0.063919553640010965 0.060353622448988758 -0.0083696223922671772 0.24089387537789647 0.059474985802368534 -0.015850732939340584 -0.00079247067652884811 0.0043945205566577189 -0.0087985514958379262 -0.04859685607231333 -0.0035558571947049439 0.16816124563923029 0.015163074731604801 0.029870947418518534 0.030289596481677696 -0.013179616285879329 -0.0023668432693301606 -0.0055917673362318211 0.027826888585628748 0.094145832523128664 -0.013220047913583173 0.0093630991520351897 0.0019245628241575385 0.0094477739634729104 0.0016044447956802708
leaf_count=1091 197382 4504 1731 11068 2590 51 205 151 22 87 2272 56495 9515 1347 313 38014 21 956 191 338 1363 3193 8650 186 42 2001 102 1940 9244 6866
internal_value=0 -0.018557 -0.035515 -0.123206 -0.00110758 -0.191191 0.262332 0.889344 1.4463 0.140723 -0.118088 -0.0243386 -0.0026437 -0.0196952 -0.320897 -0.0694992 -0.508105 -0.0621411 -0.0130668 0.109639 0.0218878 0.0556491 -0.0382682 -0.0958522 0.0701691 -0.0672556 0.74053 -0.0975138 0.0951768 0.12296
internal_count=361931 164549 126458 18177 7058 11119 2196 378 227 1818 4862 108281 68199 58346 1660 40082 1112 38970 56686 9853 38091 24751 13340 8836 23388 4085 144 3941 19303 16110
shrinkage=0.05


Tree=4074
num_leaves=31
num_cat=0
split_feature=728 252 544 816 354 426 963 20 695 355 277 496 1356 1289 1454 187 1395 1455 841 140 1391 432 346 1169 1260 369 363 705 497 557
split_gain=10.6108 13.8186 18.1555 17.6615 24.4258 18.2867 23.0189 17.273 16.8832 16.4347 15.8211 19.6462 15.6978 15.1475 15.0928 14.8398 14.7746 20.3538 21.0529 17.8106 27.3084 18.5884 17.267 16.6654 16.9952 19.333 15.4862 15.4321 16.2305 17.7711
threshold=1.0000000180025095e-35 0.46192366645804389 1.3187279471247144 1.0000000180025095e-35 -1.3148047727210732 1.6609284024027213 0.96270076238734315 -0.52355491694368339 2.3432077731450649 -1.135386252566023 0.58686650154914977 1.4212546240659438 4.5115552996374566 0.47721697111235356 -0.77574368866889332 -1.0000000180025095e-35 0.92286810364009197 1.4524587334065562 0.1742489995432048 -0.22189103827480608 -0.35079286976093832 -1.1800990486845657 1.0598526387990834 1.3563391952969075 1.8239496985204762 0.66895513355951464 -0.49744760627392653 1.0100067704862654 1.656418941702585 1.2422083931297678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 8 7 -6 10 -5 -3 -4 11 -7 16 15 -11 -9 27 19 22 21 -21 -18 26 24 -22 -26 -19 28 -2 -30
right_child=1 2 9 4 5 6 -8 13 -10 14 -12 -13 -14 -15 -16 -17 17 18 -20 20 23 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0002383040814749397 -0.0015528692432177694 -0.0062780864166820192 -0.037314844213544772 0.0056009385297401708 -0.0025576169878321043 0.045294073258224765 -0.028415820481479018 0.13137845831094916 -0.058189763776714726 -0.020248825487932862 -0.030554907832056895 -0.034277174073671611 0.042742609022184352 -0.012711194237525633 0.021756074699534875 0.035034876329766783 0.085318209498563974 0.040920224660638944 -0.035185849408484508 -0.010418024472433335 0.013653602923944092 -0.00089383827604685583 -0.068263721363442609 -0.0087088146548294672 0.060127322004084729 -0.061955889143465087 -0.0053160313673778787 -0.015347209083272582 0.0081291904689157948 -0.01859977673241962
leaf_count=252841 62233 18703 148 114 7526 367 115 41 152 212 58 49 92 29 975 42 42 142 419 948 4068 5664 51 680 192 28 383 1445 3806 366
internal_value=0 -0.0247214 -0.0717758 -0.0851298 0.00320249 -0.018567 0.369874 0.758061 -0.131314 0.228905 0.589304 0.734744 -0.00682696 1.39977 0.316553 1.8379 -0.00835917 0.0698979 -0.267861 0.099954 0.191922 -0.00523162 0.0269596 0.261376 0.307087 0.966635 0.153864 -0.0242662 -0.0187315 0.11738
internal_count=361931 109090 28531 27196 8341 8115 589 226 18855 1335 474 416 80559 112 1187 83 80467 12617 995 11622 5916 5706 576 4968 4288 220 525 67850 66405 4172
shrinkage=0.05


Tree=4075
num_leaves=31
num_cat=0
split_feature=612 699 76 347 349 426 1256 833 1060 78 1187 430 1467 1086 1042 650 28 87 348 1457 1469 632 447 20 1039 156 993 1118 356 1174
split_gain=10.4998 13.0977 16.5317 18.6176 16.3114 17.0633 16.6903 18.7031 23.3073 20.947 16.7396 17.9947 16.564 17.5214 16.1996 16.181 21.055 17.4462 17.3978 16.0134 15.7185 15.5378 15.3422 15.2135 17.4488 15.1587 15.0604 16.3952 15.8324 15.5202
threshold=1.0000000180025095e-35 1.0515789206008181 0.20395622839017283 -0.14650282124585337 0.045023833311085282 1.5085199555878075 -1.3494139952004127 -0.96642115358170355 -0.46395691845642645 -0.47341167222940461 -0.88277672377656968 0.3725291635093062 -0.12632215475502268 1.9813926267855615 0.19258455542267086 1.253152870847948 0.88286420393433984 0.33237106426563301 1.4943868431389797 -0.47296109797108199 -1.3066623469784679 3.3835520777672641 1.0000000180025095e-35 2.7289789205256461 0.70522651971256345 2.5739347283496139 -0.89727091510114898 -0.21831268038354587 -0.88459116152366701 -0.26289555392146341
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 12 6 25 8 9 -8 -11 -12 13 20 -3 19 18 -18 22 -14 -4 -5 -17 -9 -25 -6 27 28 -16 -29
right_child=-2 2 4 21 5 -7 7 23 -10 10 11 -13 15 -15 26 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0003653717355070155 -0.0020859923946986462 0.0061359504565757644 -0.033415533778549888 -0.003162078929943319 -0.040718666613867041 -0.035830747650812053 0.13693251578085094 -0.010833107800151806 -0.0081950114226788714 -0.047493158270939528 0.059334319789034279 -0.021328274482130132 -0.00038551086767634607 0.03656709016716525 -0.011420920907028233 -0.017128188404994211 0.025416188709090615 0.14109619021338055 -0.054131855708021925 -0.018193513998270971 0.0023330770635732116 0.083199057002660864 0.0231120041535849 0.01407511992682658 0.15010507534558049 0.11778105216044268 -0.0059466435501748412 0.021096778808073958 0.057128383099644492 -0.03644124888813529
leaf_count=272827 45494 8107 157 14384 594 446 23 5209 494 103 204 77 1109 266 131 297 58 23 95 2110 4885 24 364 98 30 26 3766 153 233 144
internal_value=0 0.00154153 -0.0377739 -0.00370835 -0.103444 -0.206182 -0.171306 -0.137401 0.246095 0.760388 0.544433 0.797846 -0.0405427 0.0487574 0.0644297 -0.159023 0.161281 1.29468 0.0158863 -0.234104 0.020003 -0.0598625 0.155741 -0.195118 0.766349 -0.719981 -0.061993 0.319279 0.770106 -0.0841707
internal_count=361931 316437 43610 26942 16668 7304 6858 6238 901 407 384 281 9364 5308 12534 4056 837 81 756 3219 5042 14408 661 5337 128 620 4427 661 364 297
shrinkage=0.05


Tree=4076
num_leaves=31
num_cat=0
split_feature=1166 705 513 376 844 1358 1255 363 338 1449 830 1464 1464 21 1464 1461 1450 1463 358 696 1117 1459 1465 1465 1455 1456 209 1041 1470 900
split_gain=17.3011 24.6494 25.6682 22.5803 21.4351 21.426 22.8643 20.7953 21.1708 25.1538 20.0554 19.4203 46.5797 25.4295 21.7497 21.5935 34.6844 28.9549 28.304 27.4054 22.8486 21.8124 21.2866 24.8993 22.5282 20.4549 18.9505 18.9468 18.946 18.7718
threshold=-0.94772631485393388 0.87723755459486374 1.0454229551509682 1.2189113891555967 -1.4525936961408645 1.0000000180025095e-35 -0.43503200574397111 -0.61158780864960494 -1.2877342338965787 0.16831065019010841 0.54691110536481435 0.32487369541553784 0.35193241984319928 0.2439032738895319 0.36705918647655594 1.2257192582534573 -0.53957858280654969 0.086792296045890616 -0.09217475922090558 0.3404787984461804 -0.50286211436512929 0.90775512621911081 0.57942899407087378 0.60673285399673105 2.0663805890193063 1.6651900077780224 1.4237363317142799 -0.62128878117829489 2.8478188800061011 2.5269351937303468
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 4 27 -3 6 -1 -7 10 -10 -9 15 13 -13 -14 22 17 18 -17 26 -18 -21 -2 -24 28 -15 -19 -4 -25 -6
right_child=1 2 3 -5 29 7 -8 8 9 -11 -12 12 14 25 -16 16 20 19 -20 21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014913268722992852 -4.6102689751598218e-05 -0.00030683002537626453 0.00027794049965126574 0.00039648219364815559 2.0348900883718785e-05 7.1924646574665022e-05 -3.6660200419232037e-05 -1.8649024871687924e-05 -0.00014363954289371041 3.6974876063366628e-05 0.00021156806273718345 0.00013909807439717079 -0.00075322466919283844 0.00063598309381352781 1.0827203753412268e-05 0.0001480492101112904 -0.00019502029161974779 9.3381890313001361e-05 0.0006600199048651988 -0.00076399451140464025 5.5205871306096166e-05 0.00047907955859405815 0.00054535712764611222 -1.2246546276420666e-06 0.0003669523702289794 -0.00078433170193305073 0.0011156575450842173 3.3340544066644279e-05 0.0010307382632969877 0.00039072438710136036
leaf_count=19220 119518 1290 1878 1339 47481 16349 31971 10263 16045 7220 3436 1920 222 863 46872 1020 2612 846 980 376 6968 74 411 15935 811 63 85 5186 67 610
internal_value=0 -0.000316153 0.0396728 0.147758 0.0194285 -0.0387185 -0.0753152 -0.000740355 -0.0378351 -0.0845122 0.0521305 -0.0128729 0.0251088 0.300829 0.0080374 -0.0265594 0.0618752 0.255804 0.419367 -0.00670606 -0.00941325 -0.498775 -0.0354505 0.0382512 0.0240592 0.578105 0.208433 0.100216 0.00454691 0.0259553
internal_count=361931 257427 57784 8403 49381 104504 51191 53313 36964 23265 13699 199643 49940 2846 47094 149703 12961 3381 2000 1381 9580 450 136742 17224 16813 926 931 7064 16002 48091
shrinkage=0.000980392


Tree=4077
num_leaves=31
num_cat=0
split_feature=785 516 579 639 789 852 333 1037 5 578 498 183 451 506 591 777 374 1393 564 431 564 1373 889 896 705 513 583 928 788 1025
split_gain=18.4744 14.9963 21.4887 19.5991 19.49 19.7767 20.8839 23.2018 21.9659 19.3962 22.9279 19.3598 19.1276 25.8956 19.3997 18.4603 18.4194 21.2723 18.2102 20.0078 18.2069 17.4625 17.184 22.2645 27.5061 29.0897 26.2615 23.2821 20.9984 20.4168
threshold=-0.86283290253235112 1.0000000180025095e-35 0.38369638209385348 0.65993566508214252 1.1248358748350926 1.0747610123934368 2.9869920577443172 0.19067199684075994 -0.81632492835683146 -0.87905496296652397 0.59235351831561789 4.6864728343819611 1.4809802044803921 -0.33605752069368178 -0.73065235057769284 1.7992456391316625 -0.49584372492161882 0.41059554775065227 2.5200032278459363 1.7645186780104596 1.3431984933504835 -0.65530826815947285 1.3149075955530187 0.13351389361957308 0.32046342343737316 1.0454229551509682 -0.55326332990463356 -0.52992354128753727 0.38349571241217301 1.8785447384370386
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 -4 5 22 7 -7 -9 10 18 -10 20 14 -14 16 -15 -18 19 -6 -2 -8 23 24 -3 27 -27 29 -25 -26
right_child=1 4 3 -5 9 6 21 8 11 -11 -12 -13 13 15 -16 -17 17 -19 -20 -21 -22 -23 -24 28 25 26 -28 -29 -30 -31
leaf_value=4.1718006964168923e-05 -5.3623416430290775e-05 -3.1440862910838477e-05 3.3478053328815146e-05 -0.00012273466079365313 -0.00038837585016533618 6.5112574242786988e-06 0.00075406476606927598 -8.9715380333460842e-05 0.00020141058741998127 -8.0479967415296742e-05 0.00048096949876740957 -0.00086905202529395057 -0.0001664842259776 0.00012328984564764024 0.00037690019832518017 -0.00047760749920082056 -0.00025610313879859901 0.000147052665923174 0.00034049069671210531 0.0012504729410278107 -0.00016176769906363556 -0.00072666237876307916 7.1751476467380088e-05 -8.9623915857860897e-05 0.00011085272006422305 -2.2147136559438287e-05 0.00022663761450345885 -2.9655055015150831e-05 1.803885396143593e-05 -0.0004756484183614676
leaf_count=29559 82104 47776 32125 6480 565 11682 34 1652 8137 22217 573 82 366 3439 1450 574 2470 1135 332 37 10136 258 14151 29715 10647 2466 6124 21329 13949 367
internal_value=0 -0.0159312 -0.0362357 0.0122109 -0.00332196 0.00554167 0.0671501 0.0751509 0.151924 -0.064175 0.171503 0.195302 -0.0560024 0.0455692 0.27138 -0.02348 0.00782183 -0.123264 -0.0499063 -0.289194 -0.0678187 -0.516566 -0.00463607 -0.0127936 0.00816981 0.0495622 0.155902 0.0159579 -0.0561429 0.0974161
internal_count=361931 332372 140279 38605 192093 168369 21845 21553 9871 23724 1507 8219 101674 9434 1816 7618 7044 3605 934 602 92240 292 146524 132373 88709 40933 8590 32343 43664 11014
shrinkage=0.000980392


Tree=4078
num_leaves=31
num_cat=0
split_feature=1078 785 21 1458 1467 1449 1457 1464 1464 1465 1465 1468 1468 1465 1464 1458 1457 1450 1453 1453 1449 1463 1458 1464 1450 1452 1458 1452 1461 1449
split_gain=10.4646 12.5684 14.5654 30.9165 37.3033 40.229 35.9706 50.9235 42.5999 33.7371 31.9036 42.8863 41.1283 39.062 31.2465 49.1436 30.8884 42.0912 36.9933 39.8638 33.3301 33.8199 34.892 31.3209 30.7179 30.4843 44.2463 35.9753 31.5985 29.9247
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.13431221002227373 -0.29018812659098675 1.0000000180025095e-35 -0.43673904769945043 -0.64778903421965739 -0.46204076373648789 -0.43279898335635575 2.0147527329400829 0.73445787724978617 0.29530843783491928 0.33149534616091186 0.69090217447751956 0.74657910936426475 -0.60497245824756685 -0.30164077649911097 -0.75943029430201059 1.9142027959396961 -0.13332918316212281 -0.10644973506114641 -0.02432504473031508 -0.36867865879579104 -0.34821093172591422 0.40731753260500059 -0.019475121477309683 -0.035273121668496853 0.21158045436466741 3.8316248741925851 0.82094559772682762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 25 14 9 -9 10 11 13 -13 -8 29 -16 17 -10 19 23 21 -21 -23 -18 -22 28 -27 -28 -6 -4
right_child=-2 2 3 4 5 -7 7 8 16 -11 -12 12 -14 -15 15 -17 18 -19 -20 20 24 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.002547936857289726 -0.0015921284485966637 0.00081533189914254805 -0.0081770154913002168 0.0029567140959037806 -0.015789098074322987 0.00072393480260479011 -0.0097195234233158467 0.047281541061787669 -0.016903129991036069 0.017073489778956581 -0.023840062213441086 0.061423516129916124 0.0022934683345392846 0.021341745402075629 -0.011536762723450894 0.015303750935954619 0.019418766073358421 0.0077429732089923237 0.012934029612293367 -0.027459274792096762 0.011547593033750728 -0.012080453718352794 0.03851515676117253 -0.0016159546416324459 -0.024153661138626159 -0.017095710941736814 0.038694001216388933 0.0018771845973026549 0.054811979786505476 -0.031627881283182488
leaf_count=24761 71586 132821 14418 39781 5265 15452 14040 218 1109 654 1435 111 4334 450 1617 1643 955 11399 1573 2370 1089 1182 184 8672 408 1457 317 1808 66 756
internal_value=0 0.00282902 -0.00204194 -0.0183474 0.0164938 -0.0517943 -0.0527717 -0.0211387 0.0392599 -0.109619 -0.128965 -0.104222 0.0870027 -0.169028 -0.140471 0.05085 0.0309606 0.116447 -0.0334264 -0.0729911 -0.238334 -0.364824 -0.0858887 0.0125324 0.0358441 -0.17506 -0.0240565 0.16091 -0.292304 -0.187988
internal_count=361931 290345 265584 132763 64146 24365 68617 50183 29159 21024 20370 18935 4445 14490 18434 3260 28941 12508 16433 14860 5233 3736 1366 9627 1497 8913 3582 2125 5331 15174
shrinkage=0.05


Tree=4079
num_leaves=31
num_cat=0
split_feature=1251 657 1382 500 834 48 1395 773 1387 429 846 1107 83 1176 761 562 1294 158 1395 486 553 552 414 1387 425 625 634 621 215 1397
split_gain=10.406 22.001 27.0944 23.1682 18.0761 16.3606 21.4474 18.0601 17.7023 16.9879 16.9536 20.8972 17.0962 20.5522 16.1449 18.4391 18.1638 15.9108 15.4787 19.2606 21.5025 21.7091 15.6513 17.3603 15.345 15.3267 15.2248 17.6492 20.024 17.8362
threshold=0.30642316380516982 -0.80522708219444705 2.5103645548280253 -0.089458050197031222 2.4862388063510124 1.0000000180025095e-35 1.0886331963897982 0.41315591302731741 2.9709629646538285 -1.0861670723496322 0.036054385708871671 0.37909860588532412 -0.66952646367804425 0.87443093095387281 -1.6406888025824655 -0.25627061619489766 2.2019233343356794 1.6237656994848633 -1.7199010893409381 0.08591309556497928 1.1150166782870621 -1.3610451592746304 -0.55849503376617293 1.6619405939782974 3.1683554016494182 1.392426968282831 0.40222736300079615 -0.18538146192682389 0.33696505453816578 1.1065721425080415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 18 5 -1 10 8 9 -7 -8 12 -12 13 -2 16 -16 -5 -14 19 -3 21 -21 23 26 -24 -15 -20 28 29 -28
right_child=1 2 -4 14 -6 6 7 -9 -10 -11 11 -13 17 25 15 -17 -18 -19 22 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00041368755342172331 -0.014235277871040748 -0.0010946858549285286 0.013294145579693481 0.013969956687512677 -0.0067252945651230661 -0.015252392525031484 -0.054398953670262241 -0.033277711124891633 0.077912849644236379 0.043861127697663524 0.0017444080928554345 -0.025792106623505281 0.012601861188359376 0.0058263077780556565 -0.005088591906265429 -0.017922537460779819 0.15463551838289347 -0.023273751760286857 -0.00059178142915987917 -0.032105803117756314 -0.029189781159183716 0.028016065541458929 -8.1342300492320434e-05 -0.017102981708438894 0.062465971360968722 0.074046398728395524 0.0069292626444983369 -0.013127442701403756 -0.0131950981227766 -0.031173272466588083
leaf_count=244075 1222 2104 1959 306 5533 2737 45 91 28 225 1450 734 2948 182 3847 5089 33 344 15781 114 148 1108 61606 1699 61 70 2715 3993 1428 256
internal_value=0 -0.0227314 -0.0085685 -0.107115 0.00543949 -0.0251293 -0.189925 0.37031 -0.279049 0.666041 0.0411972 -0.15962 0.1203 -0.128188 -0.213924 -0.232962 0.524195 0.210158 -0.0148312 0.157143 0.369675 0.467116 -0.0206713 -0.0726844 -0.000483418 0.517562 -0.0572211 -0.142331 -0.0352332 0.085556
internal_count=361931 112323 92972 19351 249608 10076 3126 361 2765 270 6950 2184 4766 1474 9275 8936 339 3292 91013 3474 1370 1222 87539 25872 61667 252 24173 8392 4399 2971
shrinkage=0.05


Tree=4080
num_leaves=31
num_cat=0
split_feature=785 519 713 507 962 652 689 727 382 841 333 831 1452 839 1111 114 575 588 689 1110 829 1470 933 1046 50 590 980 414 11 316
split_gain=15.344 15.5472 23.1887 24.9766 23.7811 24.2188 22.8194 21.1229 22.0756 20.9292 27.6722 24.1306 22.0112 19.9418 20.5386 19.663 19.5773 19.4544 22.447 24.3097 20.2982 23.1535 19.3738 28.9836 19.2028 18.9854 18.9448 20.0628 18.7034 18.609
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.3714217264408297 -0.98896428961744431 0.86385367930994306 1.0000000180025095e-35 1.0000000180025095e-35 1.0273092496903724 -0.92538868522310447 2.1965197198778803 1.4575342063660932 2.778493016390716 1.8910022628952046 3.7888525678453377 0.68932268642900596 2.250834115212506 1.0000000180025095e-35 -0.47296911299637767 -0.34979851500241183 1.8583204236235784 1.0000000180025095e-35 0.37653297014583836 0.55630078546380823 -0.67541201360492764 0.40619131475872289 -0.088765591700364674 -1.8387803116833943 2.1874269601907064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 5 25 16 -3 24 11 -11 17 -13 15 -15 -2 26 20 -19 -20 28 -22 23 -21 -9 -4 -5 -28 -7 -24
right_child=1 7 4 6 -6 9 -8 8 -10 10 -12 12 -14 14 -16 -17 -18 18 19 22 21 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=3.7796511174208236e-05 -2.1105874606160399e-06 -3.9474228987634764e-05 0.00017248944539084517 6.7785314868687603e-05 -8.9844085848764108e-05 -0.0003188544934974864 -0.00013850313278912448 0.00012102027756527414 2.7379740418838002e-06 -0.0003268727681388504 -6.7082492765736654e-05 9.4774964561863335e-05 0.00064511649472658733 0.00048877984046395186 -0.00087205492984073971 -0.00095438062313961663 0.00059204731163586897 -6.0655842333541284e-05 0.00037539266951981654 0.00035528164015821018 -4.7738743925654554e-05 -0.0002243630976621167 -0.00020716907236279544 -0.00015110060099021713 0.00040166103461577703 1.4690526294166837e-05 0.00012816765022509512 0.00056242903038444261 3.9915669336395923e-06 0.0012057267375942544
leaf_count=29559 47442 9447 4403 4178 45726 1269 1282 5115 5700 3217 23806 3443 327 615 66 103 446 3362 1546 1366 78111 4693 1195 786 1256 22496 1007 765 59156 48
internal_value=0 -0.0147777 -0.0195898 0.0222025 -0.0298998 -0.0209771 0.134995 0.0404439 0.0962513 -0.0312783 -0.0926919 -0.0207497 0.152149 0.00140886 0.380311 -0.00444436 0.184823 -0.0258007 0.0743935 0.165536 -0.0330331 -0.058441 0.0622711 0.181437 0.181446 0.041357 0.151558 0.328231 -0.00112741 -0.159159
internal_count=361931 332372 310854 55904 254950 209224 7678 21518 12071 182325 27023 155302 3770 48226 681 47545 6396 151532 8303 4941 143229 82804 3395 2152 6371 26899 5950 1772 60425 1243
shrinkage=0.000980392


Tree=4081
num_leaves=31
num_cat=0
split_feature=785 516 789 579 623 566 723 348 451 506 639 578 498 591 770 728 651 930 936 1059 790 476 678 761 1323 650 540 1096 1461 624
split_gain=18.7196 16.3043 20.9195 20.9195 20.5835 21.7298 21.1176 20.5469 20.1393 25.9194 19.8053 19.3692 22.0627 19.359 19.3509 18.7743 31.2522 33.3042 30.2926 27.649 26.2873 24.9437 23.3728 24.1464 22.24 21.683 21.0394 26.5749 22.088 20.521
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 0.38369638209385348 1.9538269969423816 2.1059719136688364 1.0000000180025095e-35 -1.617447066059148 1.4809802044803921 -0.33605752069368178 0.65993566508214252 -0.87905496296652397 0.59235351831561789 -0.73065235057769284 1.1976726590858044 -1.3163276726681863 1.1107569744011787 1.0000000180025095e-35 0.30310323293594316 1.0885083440240186 1.8618223311409718 0.52296557744356353 2.2630177386489128 1.5400801409269973 -0.99664486365779348 1.253152870847948 -0.93049901949950853 1.0000000180025095e-35 0.28084021046779678 1.2891572472229278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 8 5 15 14 -6 -2 13 -5 12 -4 -10 -7 16 17 21 19 20 26 -3 23 -21 -22 29 27 -17 -29 -19
right_child=1 2 11 10 7 6 -8 -9 9 -11 -12 -13 -14 -15 -16 18 -18 25 -20 22 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.2347931433592316e-05 -6.7120787826271947e-05 6.5673712260170202e-05 -4.6428534870035717e-05 3.2369236680528693e-05 -0.00052757434265343856 3.6895578355128923e-05 0.00021827257727601403 0.00012818124551750034 -0.00016362107575780286 -2.0768947890071551e-05 -0.00012462723577297304 -8.1822952507365167e-05 0.00047351173491180109 0.0003793270205181867 -0.00054846422051899545 -0.00028217861546198585 -0.00016352366285770389 -0.00010296049422097654 -7.2164804499336326e-05 8.6744284669152002e-05 -0.00021839889960587503 0.00028899035025370954 -0.00035823167155744678 0.00039068248882670334 0.00014188956260219153 0.00016386801473840089 -1.4128110620635798e-05 -6.4644753050882895e-05 0.0005653180296268114 0.00020027411015543072
leaf_count=29559 92240 5213 934 32125 313 2841 3640 8070 366 7618 6480 22217 573 1450 310 4221 2828 7378 40691 9396 1206 4352 493 1346 7890 2847 61747 1982 454 1151
internal_value=0 -0.0156711 -0.00252115 -0.0368412 0.00666386 0.000498754 0.11807 0.112545 -0.0563437 0.0479194 0.0109587 -0.0655649 0.170043 0.273914 -0.0171736 -0.00570383 0.0516809 0.0818252 -0.0172626 0.00555759 -0.0105173 0.178386 0.108135 0.129862 0.105408 -0.000884371 -0.0261601 -0.166356 0.0551592 -0.0583357
internal_count=361931 332372 192093 140279 168369 159986 6791 8383 101674 9434 38605 23724 1507 1816 3151 153195 23769 20941 129426 88735 77500 9565 11235 10742 9096 11376 68404 6657 2436 8529
shrinkage=0.000980392


Tree=4082
num_leaves=31
num_cat=0
split_feature=785 516 452 506 564 515 789 578 498 852 1066 768 635 361 1247 556 283 1449 980 838 5 566 842 728 651 783 705 508 845 969
split_gain=20.6502 18.2696 22.1711 58.7423 30.3949 21.6912 20.9412 21.2352 22.9335 20.6649 20.8792 19.693 21.7046 22.0669 19.1161 19.3993 23.9691 20.1372 19.3947 20.7915 18.7732 18.7018 27.747 24.4667 30.2002 26.8209 24.4788 26.0892 24.3643 23.6949
threshold=-0.86283290253235112 1.0000000180025095e-35 0.60725649753328859 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.1248358748350926 -0.87905496296652397 0.59235351831561789 1.0747610123934368 -0.54928301346280928 -0.47515847854358045 0.39773657454699612 2.3122102010702545 -0.76114766347539387 0.56437774322874901 -0.26052095968732497 2.4498220593785009 2.2794326576879791 -1.8052280241124745 -1.4768272114118723 2.1059719136688364 1.2953335127958103 -1.3163276726681863 1.1107569744011787 -1.0732212767954836 0.3847065924170836 0.93928964529742032 -0.072084357702997523 -0.032535799332349909
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 11 9 8 -8 21 20 -2 -13 -14 -7 18 17 -17 19 -16 -11 23 -23 24 25 -3 -25 -28 -27 -29
right_child=1 6 3 -5 -6 14 7 -9 -10 10 -12 12 13 -15 15 16 -18 -19 -20 -21 -22 22 -24 26 -26 28 27 29 -30 -31
leaf_value=4.2722726786646445e-05 -1.2314896193733095e-05 -0.00014857868516651382 0.00025528484134901925 -3.7388548705870557e-05 -0.0001765167499953485 -0.00010226028888723693 -4.1379280317378784e-05 -8.4296675108764201e-05 0.00048867928764098894 -0.00061253319253260787 1.7287545102635053e-05 -0.00012992467972751447 -3.4321348835204916e-05 0.00057017524431101274 0.0018905625219802315 5.2455832852662661e-05 -0.00025291422725427104 0.0011996721720698867 0.00053429416291346109 7.0652424592675405e-05 0.00017239964410864335 0.0001668861297861822 -0.00021763954846003978 -5.860192732765169e-05 -0.00017416873150369103 3.3319024684548585e-05 3.5194247349778825e-05 -0.00017469722502289124 0.00019734189952817508 1.102678336723727e-05
leaf_count=29559 29165 2383 4108 17725 10410 6776 934 22217 573 184 14389 35259 15699 323 32 1984 3279 69 430 15020 7272 5206 956 63346 2431 8793 40707 7277 8505 6920
internal_value=0 -0.0181693 -0.0405406 0.0295457 -0.0545931 -0.0416726 -0.00426326 -0.0672814 0.179408 0.00491258 0.0678196 -0.0628927 -0.0940297 -0.0213991 0.0184545 0.0535679 -0.0928405 0.109637 0.0919918 0.0763175 0.16065 -0.00547894 0.108668 -0.0115179 0.0563761 0.0856967 -0.0255032 0.00792696 0.114601 -0.0783101
internal_count=361931 332372 140279 21833 118446 108036 192093 23724 1507 168369 21845 80446 51281 16022 27590 20814 5332 2053 15482 15052 7456 146524 6162 140362 22112 19681 118250 54904 17298 14197
shrinkage=0.000980392


Tree=4083
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 858 1175 1127 158 1325 555 1327 487 1122 387 271 638 1256 208 208 1328 419 691 708 40 846 276 702 294 407 838 470
split_gain=10.5812 24.097 15.3188 14.9461 14.8233 16.8001 15.7661 16.0813 15.8485 14.7908 14.7832 17.918 15.3917 15.4954 20.9993 17.0512 17.1316 16.1706 17.2489 23.7126 21.5313 16.5555 16.4999 15.881 15.5398 15.6872 15.8661 15.8313 15.1681 17.946
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.0825608069246189 1.3196556121463385 1.0000000180025095e-35 -0.34809511528455694 -0.085400385763450437 -0.56420576227541563 3.0979511513172517 2.2811417240063645 -1.0441515723589503 5.0934954909594961 1.4046420712405217 -0.44709190212553879 -1.5789511732583497 4.2722213581255781 -0.27817996277223839 -0.78127788443105028 -1.4481861119564894 -0.91797598099307443 2.5958112275203509 -1.0000000180025095e-35 -1.2743599268032491 1.4014944751545653 2.4062239364741633 1.1505542890358695 -0.68422620775809573 -0.77482994333468536 6.5795256858936115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 -10 12 -12 13 15 17 24 28 21 20 -20 22 -15 -19 -16 25 26 -3 -28 -17 -30
right_child=-2 10 3 -5 -6 -7 -8 -9 9 -11 11 -13 -14 14 23 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.027175845284229623 0.00038674684568750314 -0.024939460147940164 -0.0041790045893046277 0.0021883717173390295 0.018801740964135935 -0.0079589079544563901 0.018766015228007291 -0.039817464492644401 0.017132190933006292 -0.074584995714701147 0.038108787080276166 -0.010710612068293667 -0.038146085392763873 -0.011552980752980361 0.089563009422405096 0.0042413213105771631 -0.028758437714301005 0.082284486477285895 -0.038589692479071423 0.019623715049086506 -0.023084355129567798 0.054802855867192128 -0.035513425596671845 -0.011456642723446042 0.03020675327248486 0.078623833726295167 -0.029253833871814607 0.044666873788230088 0.0004758040654562598 -0.081494284902966729
leaf_count=154 197825 1255 65206 5993 605 1424 725 118 436 27 123 3147 137 1410 21 17038 380 48 140 1501 473 49 33 4824 133 23 134 107 58413 29
internal_value=0 -0.018407 -0.057486 -0.0689844 0.0777097 0.013381 0.166605 -0.0578428 0.0764363 0.262741 0.00508755 -0.17225 0.0101734 0.0114229 -0.0971784 0.0203919 0.0245952 0.0469983 0.182523 0.30772 -0.223869 -0.169434 0.910051 -0.217194 -0.255667 -0.337676 -0.378494 0.291054 0.0265687 0.00852165
internal_count=361931 164106 74688 71199 3489 2884 1460 735 617 463 89418 3270 86148 86011 8499 77512 75860 3654 2195 1641 554 1459 81 4845 1652 1519 1496 241 75480 58442
shrinkage=0.05


Tree=4084
num_leaves=31
num_cat=0
split_feature=21 67 138 24 490 984 1449 1391 1467 830 845 358 974 699 843 1434 41 3 500 627 1356 701 902 962 432 233 693 10 1383 816
split_gain=10.4046 11.2736 11.5944 16.4561 12.5492 11.1001 20.6657 18.4526 17.7409 17.1575 19.6066 18.9078 20.4696 18.6081 18.4459 17.5248 17.4743 17.3631 16.54 16.3947 18.3672 16.3425 16.1016 16.129 16.8862 16.2965 15.8469 20.9964 20.2257 16.0476
threshold=-3.2545899522946695 1.0000000180025095e-35 -0.09981158392226773 0.24384364140772313 0.10010203408256664 0.82210659373771711 2.6682367991512277 0.50960864707152231 4.5114904631235966 0.5013440300684292 -0.26184568077390147 -1.6091368505174126 -1.0854072913501889 -0.13461434988832874 -1.5374455690874542 1.0000000180025095e-35 1.0000000180025095e-35 -2.0741377593708008 1.0091660213938798 1.2955157397854851 2.0056820137573372 0.85859543694282225 0.39161228655897368 -0.38912969094538602 -0.81418118304742226 1.0000000180025095e-35 1.6148629278281199 0.57422006285699823 1.3897897070088179 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -2 8 -8 9 10 16 12 14 -14 -12 -15 19 -18 -11 20 -7 -16 23 24 -21 -26 -13 29 -29 -28
right_child=5 -3 3 -5 -6 6 7 -9 -10 18 11 26 13 15 21 -17 17 -19 -20 22 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.032812193962018198 8.2726488266280089e-05 -0.018981693733259905 -0.024686855589164957 -0.058434935478348229 0.037782808713946431 0.0024019675655219353 0.0020672086930936277 0.031238121664495584 0.029566865404444601 0.0025285417437814657 -0.028533716100156137 -0.0077994959511608472 -0.021985840941349546 0.0060018694130392417 0.039587517561639883 0.077983227538644201 0.067156995642462025 -0.0073794636413252422 -0.0094167219850676363 -0.035301608058688344 -0.038761979130875958 0.12713403125729175 -0.0098689474051785811 0.0098790103887995261 0.039959198712864186 0.10538059298645377 0.036368613746238822 -0.042799406233050105 0.038746627667692705 0.00015357707102030415
leaf_count=361 307499 114 70 47 124 6504 763 382 192 12559 89 22906 423 454 321 83 43 4493 2385 36 155 59 206 386 174 63 376 230 53 381
internal_value=0 0.273268 0.400054 0.00321504 0.317071 -0.00342799 -0.0376316 0.255829 -0.0461564 -0.0496231 -0.081036 -0.125296 0.223979 -0.011098 0.810405 0.398483 -7.42869e-05 -0.130093 0.0187869 0.0694201 0.0274208 1.12474 0.379149 0.564731 0.950607 1.13424 -0.140598 0.163181 -0.455653 0.370771
internal_count=361931 716 602 241 194 361215 53716 1145 52571 52379 37435 25375 1429 960 469 537 12060 4536 14944 7524 6659 380 865 659 273 237 23946 1040 283 757
shrinkage=0.05


Tree=4085
num_leaves=31
num_cat=0
split_feature=785 728 784 921 726 647 590 1002 209 1117 982 691 143 570 1421 82 350 1396 422 11 796 1224 1180 772 381 1466 983 672 730 783
split_gain=18.5795 17.0626 20.7343 20.3473 21.3341 19.5401 46.1564 18.4119 20.6024 17.3698 17.2759 18.0154 17.0462 16.995 17.0074 17.6315 19.0208 21.8365 21.6635 18.3941 16.9346 17.329 18.4369 17.3207 18.6614 18.0647 19.5857 19.2913 16.7329 23.0347
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.69854289147193727 0.23696906566319156 -1.2591097148690287 0.37516378823913615 -0.25709740067490466 0.40764288614451222 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 0.8863174324919626 1.0939301863914108 -0.9594119830718516 0.38087715954262297 1.9980862990756834 -0.98536440085365629 -0.28708682036526079 -0.32502189658861175 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 -0.33215574005720661 1.1155635910225459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 28 10 6 20 -6 -9 -8 11 -5 -12 14 15 16 18 -18 -7 -20 21 -3 -23 24 -22 -25 27 -27 29 -4
right_child=1 5 3 4 7 13 9 8 -10 -11 12 -13 -14 -15 -16 -17 17 -19 19 -21 23 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=4.0329390460246621e-05 -1.8047273023309132e-05 -0.00017934678179116803 8.0653099125936546e-05 -0.00023752494032781819 0.00023250264300077531 -0.00011719621116534646 -0.00067398458669547278 -0.00039847859499361987 0.00021300772170737794 0.00044765619414677353 -0.00094480093404106214 0.00032465604541024223 0.00011618069454024146 -8.2386831297658362e-05 -0.00021184596583565026 -0.00015290124426133251 0.00012639318376217351 -0.00012960115388372588 -0.00038301828164048117 0.00027265470449128263 0.00099652227396194028 0.0030820235190643672 0.00036709057804525097 -0.00033579709657288135 8.913956674874692e-05 0.00085549185053810739 -0.00063109020042990223 -0.00081912339871517692 9.1903414469192546e-05 -6.096033759212936e-05
leaf_count=29559 190291 3226 7921 564 5292 8640 93 477 481 1291 224 447 110 61493 2973 3798 12404 2576 341 1505 235 23 134 540 276 229 100 58 8945 17685
internal_value=0 -0.0174957 -0.00768691 0.0362083 0.135902 -0.0471693 0.0819337 0.187583 -0.0832934 0.405852 -0.113468 0.0183923 -0.574505 -0.0575618 -0.00993265 0.0072004 0.0315074 0.087033 -0.0570247 0.175329 -0.0493971 -0.149374 0.824254 0.170015 0.525476 -0.0316255 0.345229 0.629373 0.0126094 -0.0168822
internal_count=361931 332372 232437 42146 7595 99935 6205 6250 958 1384 1345 1011 334 93730 32237 29264 25466 14980 10486 1846 4821 3383 157 1438 511 927 387 287 34551 25606
shrinkage=0.000980392


Tree=4086
num_leaves=31
num_cat=0
split_feature=785 516 789 564 921 728 651 507 513 583 723 581 911 902 290 973 579 498 320 567 430 376 146 907 904 864 413 776 625 727
split_gain=19.033 17.8262 24.4414 23.1541 22.7192 44.1965 38.2854 31.9747 31.5155 45.7696 30.3576 28.317 29.8302 26.7292 30.1307 25.1637 23.8607 23.8444 23.6557 21.7025 21.2163 20.924 20.6102 20.5629 20.2543 19.783 20.1101 20.3421 19.7115 19.6467
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.3431984933504835 1.0525743831388839 -1.3163276726681863 1.1107569744011787 1.0941628986121894 1.0454229551509682 -0.55326332990463356 1.0000000180025095e-35 1.0000000180025095e-35 0.77693903076620996 -0.204299180748722 1.514851825702467 0.84874543308613937 1.0000000180025095e-35 1.3629506435077672 1.0000000180025095e-35 2.1737059611274008 0.68472802538509148 1.2189113891555967 0.88618093338070347 0.49932493644430648 0.95245965636413243 2.2826892708309763 -0.30637354107551723 2.4902400623239851 1.8998661523888691 -1.1275738623161491
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 6 7 15 13 -10 -6 12 29 24 -15 18 -9 21 -3 28 -21 -16 -23 -20 -7 26 -12 -28 -18 -11
right_child=1 2 -4 -5 10 8 -8 16 9 11 25 -13 -14 14 17 -17 19 -19 23 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.9691416559634995e-05 -2.9443206464705659e-05 3.3925252705352813e-06 -7.1679926661745251e-05 -0.00013279992531378524 -2.8043257048802422e-05 -5.889410079434168e-05 -0.00017207181611155736 0.00015184686546900202 -0.00010008831724111149 -0.00055018091662848486 4.4210487758975088e-05 1.9510847351292202e-05 -3.6105199935082786e-05 -2.8990334134705227e-05 -2.7996711300382229e-05 -0.0001216306460970284 0.00057997669494841539 0.00040389036633939676 0.0001042973949479315 -0.0013317922912529177 0.00095116049319569017 0.00068296547301560564 -0.00053566331573798483 0.00035668566796318176 -0.00017544780757384158 -0.00023651146166331669 0.00022791778637258175 -0.000906991482770111 -0.00040267774842893964 0.00027638004350791668
leaf_count=29559 126758 6102 23724 13521 10297 30567 2539 3142 7410 125 4932 10065 1905 47959 2301 3355 1372 1094 4257 64 25 382 77 2249 13819 606 7590 95 116 5924
internal_value=0 -0.018811 -0.00507882 -0.0409135 0.0048381 -0.00645041 0.0816246 0.113301 -0.0251363 0.0409161 0.0684932 0.0996698 0.19161 -0.0466727 -0.0117573 0.0633221 0.266179 0.166636 0.105903 0.474118 -0.601359 0.0537308 0.48506 0.195762 -0.092494 0.134143 0.152691 0.221722 0.530257 0.264412
internal_count=361931 332372 192093 140279 168369 144849 23221 20682 121628 25429 23520 18019 7954 96199 51813 15963 4719 3854 12608 1577 89 2760 459 6506 44386 13223 12617 7685 1488 6049
shrinkage=0.000980392


Tree=4087
num_leaves=31
num_cat=0
split_feature=785 519 713 507 962 831 657 872 727 382 689 969 959 842 797 561 967 843 89 540 789 839 1111 114 1469 503 21 704 905 695
split_gain=18.3907 17.6818 21.9957 25.4727 25.2293 23.4761 22.8713 22.3981 21.8074 22.3805 21.538 23.6287 22.2023 21.7418 22.6134 20.5075 21.0428 22.5146 22.4731 20.3791 19.8919 19.7992 20.5286 19.4519 18.9294 20.8379 19.872 21.2394 20.5846 18.8734
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.3714217264408297 2.0523937188146193 2.2603408215975165 3.0757328524286596 1.0000000180025095e-35 1.0000000180025095e-35 -1.1110989058077336 -1.640838794574041 0.84086088814742543 -1.181993853029996 1.0000000180025095e-35 -0.24691644827179673 0.060156787504891479 1.7594804287203607 -0.44592584736132573 0.99026637822014563 1.1248358748350926 2.778493016390716 1.8910022628952046 3.7888525678453377 0.25123789864468821 0.96413135310782694 -0.70163543588998201 0.70102270859251059 0.051635188999364236 -0.3285068501108962
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 21 5 7 -5 10 -3 20 12 -12 -4 -14 -15 -13 17 18 -17 -9 -10 23 -23 29 26 -26 28 -28 -18 -2
right_child=1 8 4 6 -6 -7 -8 19 9 -11 11 15 13 14 -16 16 24 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=4.0328874446887666e-05 -3.5652824553651842e-05 -3.9492028194739092e-05 7.4469262170146373e-05 0.00015647059841944897 -9.3931798804421812e-05 9.2272791224485155e-05 -0.0003628992059824 0.00025640977971431327 0.00023553770084759032 4.169595942508477e-06 -0.00023476207069424978 -1.09588496402978e-05 -0.0006964057974353571 4.3216488266865017e-05 -0.00017065310509585435 5.2299262635995255e-06 0.0002034707560557427 0.000136279768348047 -9.0710845163553729e-05 -0.00021322728562099002 -5.8072357951581694e-05 0.00048310305890718672 -0.00087556838565399449 -0.00095263535846836129 -0.00015724340186392671 -0.00047497495139684788 -0.00018985652959957163 3.4581197271968685e-05 -6.8319981283771438e-05 6.3152413830165117e-05
leaf_count=29559 34080 9447 17939 7248 45726 7967 430 2136 5244 5700 4710 76688 402 6189 4313 22525 2761 3355 32211 489 1127 615 66 103 8769 1832 9294 3214 4430 13362
internal_value=0 -0.0171814 -0.0223065 0.0183526 -0.0323368 -0.0231491 0.132176 -0.0284464 0.0416608 0.0983126 -0.0315903 -0.0420544 0.0262425 -0.0556551 -0.0395323 -0.0380826 -0.0638836 -0.0382611 -0.0506457 0.168587 0.183981 -0.00261651 0.374591 -0.00844074 -0.118341 -0.208137 -0.0746529 -0.133105 0.0300843 -0.00616537
internal_count=361931 332372 310854 55904 254950 209224 7678 201257 21518 12071 198632 169789 28843 10904 10502 165079 88391 58091 54736 2625 6371 48226 681 47545 30300 10601 19699 12508 7191 47442
shrinkage=0.000980392


Tree=4088
num_leaves=31
num_cat=0
split_feature=785 516 789 452 506 564 852 515 1060 578 498 768 635 361 609 1247 556 283 1449 980 838 174 564 431 728 651 705 507 930 476
split_gain=22.4553 18.8523 24.2936 21.9691 58.9211 30.5178 21.4264 21.2653 20.6953 20.5977 22.3694 19.6869 21.3481 21.7613 19.3914 19.3261 19.4123 23.9058 20.138 19.4148 20.6407 18.8418 18.3238 19.8624 18.1535 35.134 31.4542 32.7601 29.1493 26.8736
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 0.60725649753328859 -0.33605752069368178 1.4188032667957222 1.0747610123934368 1.4353143596930875 0.91783665606910081 -0.87905496296652397 0.59235351831561789 -0.47515847854358045 0.39773657454699612 2.3122102010702545 1.6285028476148826 -0.76114766347539387 0.56437774322874901 -0.26052095968732497 2.4498220593785009 2.2794326576879791 -1.8052280241124745 -0.32966149102970849 2.5200032278459363 1.7645186780104596 -1.3163276726681863 1.1107569744011787 0.3847065924170836 0.65809631222906606 1.0000000180025095e-35 0.52296557744356353
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 5 -5 7 24 11 -8 10 22 -2 -13 -14 -10 -9 19 18 -18 20 -17 -6 23 -4 25 28 -26 -28 29 -3
right_child=1 2 9 4 21 -7 8 15 14 -11 -12 12 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=4.36316835230979e-05 -1.4052621813166499e-05 5.38950705602366e-05 -0.00038787291087698098 0.00025332395342574137 -0.0001347150395891335 -0.00017866908540318705 3.2096786652104892e-05 -0.00010533004327641157 0.00022699858280038858 -9.0162577525091194e-05 0.00047466099996779743 -0.00013128610447543163 -3.6550894402064788e-05 0.00056310560793775032 -0.00040458072631667074 0.0018794540438553328 4.984176317591721e-05 -0.00025485459748035642 0.0011965411852025161 0.00053205846058271711 6.8305515253321608e-05 2.5782884179702295e-05 0.00034254115548128933 0.001242693289382506 -5.5108516444478187e-05 -0.00019108784205730206 4.6854781173248418e-05 -7.7474801347633104e-05 3.5279791416934243e-06 0.00028773207548739673
leaf_count=29559 29165 5071 565 4108 7823 10410 17336 6776 4283 22217 573 35259 15699 323 226 32 1984 3279 69 430 15020 9902 332 37 65678 2561 43786 13994 11120 4314
internal_value=0 -0.0198785 -0.00575389 -0.0425905 0.0271584 -0.0565685 0.00413344 -0.0436323 0.0681909 -0.0735654 0.169218 -0.0646341 -0.0957482 -0.0237718 0.198445 0.0158603 0.0511582 -0.0952013 0.106948 0.0895777 0.0739086 -0.0405765 -0.0494462 -0.289085 -0.00644401 0.0507318 -0.0181423 0.0185296 0.0817584 0.172878
internal_count=361931 332372 192093 140279 21833 118446 168369 108036 21845 23724 1507 80446 51281 16022 4509 27590 20814 5332 2053 15482 15052 17725 934 602 146524 23066 123458 57780 20505 9385
shrinkage=0.000980392


Tree=4089
num_leaves=31
num_cat=0
split_feature=545 1442 705 912 992 961 1445 1461 1244 623 346 954 986 950 630 463 423 809 1469 1387 1082 85 831 775 1458 221 410 420 973 1186
split_gain=18.3501 19.4376 22.7839 20.3922 21.9467 20.1485 19.5619 22.1025 19.3637 18.4715 18.0726 18.0228 19.9709 17.6162 17.4888 17.0533 16.9783 18.592 19.5111 23.0205 18.5027 19.57 17.6496 17.5606 18.3453 18.8223 17.4327 17.28 23.4408 19.3021
threshold=-1.0372938969678034 -1.2625182715263061 1.3612027609086828 -1.8053664850396696 0.6146227839635201 1.0119945065797371 1.6380901172106308 1.4098417307792441 -0.63949717837331155 -0.024657624075993714 1.9340755753923018 1.6276177283287072 0.6713395675719418 5.5055469563937764 1.6707772797353198 1.0000000180025095e-35 0.18919272960110231 3.6226755291136299 0.29844699699690508 -0.76621509977477142 2.4209663428157406 2.1004582492506114 1.6480402158315812 1.8501938773889579 -0.82108684835595114 -0.86796855717110477 0.18618896563345164 1.461448854650004 0.21800165425379744 -0.52801795561041998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 9 -4 11 -6 7 8 14 -3 13 12 -5 16 -2 -13 17 18 26 20 21 -20 27 24 25 -21 -11 -18 -29 -30
right_child=1 2 3 4 5 -7 -8 -9 -10 10 -12 15 -14 -15 -16 -17 22 -19 19 23 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-4.3200848347093257e-05 -0.00015367698656274651 -2.2467006889781138e-05 -0.00044358490480910932 0.00012445738401279364 0.00032861570443893333 -0.00015430720554119795 -0.00013536858694030568 0.00018591323217302381 1.4437371747905217e-05 9.1753349644577343e-05 -0.00013037378758302463 -0.00023940831975032047 -0.00023087208896920621 -0.0012506376377984375 0.00018233020567097471 0.00023999868678620359 -1.8302548202853414e-05 -0.00031428177504014759 0.00011092345712726689 -0.00042567933787270116 0.00071199780682938371 -0.00065471145591337193 0.00017290155092458521 -0.00036446264953284279 -6.4233366975080715e-05 0.00018658339877509466 -1.6743742718907849e-05 -5.8524821428126437e-05 6.5241275880595327e-05 -0.00079852747429158175
leaf_count=94059 9799 105550 483 8595 2651 533 14673 2379 14111 36370 4253 1503 880 58 996 428 27312 638 5372 324 200 192 2053 922 13797 2558 9287 1226 178 551
internal_value=0 -0.00261657 0.00490052 0.0881305 0.100448 0.262008 -0.0532681 -0.0183047 -0.0410591 -0.00125752 0.0193469 0.0550798 0.0956419 0.0249402 -0.123496 -0.134986 0.0256022 0.0444142 0.0479669 -0.00567544 0.116064 0.0899341 -0.0185307 -0.0468801 -0.031115 0.131956 0.0735812 -0.0333482 -0.240593 -0.585485
internal_count=361931 267872 225914 15073 14590 3184 41958 27285 24906 210841 105291 11406 9475 101038 10795 1931 100980 69660 69022 23365 5764 5564 31320 17601 16679 2882 45657 29267 1955 729
shrinkage=0.000980392


Tree=4090
num_leaves=31
num_cat=0
split_feature=800 973 417 976 636 140 13 77 419 11 1461 692 704 775 274 150 1325 187 841 14 423 358 911 284 1107 422 971 117 705 1
split_gain=10.6747 14.4237 17.763 15.724 17.8443 16.5643 17.5826 17.5769 16.8583 16.6238 15.8598 15.7433 15.6952 18.8226 20.7535 17.3618 16.3087 15.4615 16.5697 15.3334 15.1157 15.5352 14.967 14.9555 15.8238 18.0407 14.9123 14.8982 14.8802 16.4814
threshold=-0.57812715656594349 1.1196417996359276 0.34917881023931147 0.669905643979124 1.6614296224459766 0.59556851541344324 -1.3026821809745879 1.6410649257301639 -1.5634686817707875 -0.87191264689159853 1.2257192582534573 2.1091726005644724 -0.47752309835975287 0.10041369508447678 2.3674003941733655 -0.87458832572032319 0.083014092374802437 1.0000000180025095e-35 1.5192857960715429 0.023371636874362039 -0.13899989267702853 1.1965717962168354 -0.50999771550280659 0.54338374549500112 -0.08220916182124112 1.2947410378436779 3.1701181322111656 1.8421106730875214 0.90721770011872871 -0.66915451127589398
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 -5 27 9 -8 28 -12 16 14 15 -14 17 18 -10 -18 -3 -22 -21 26 25 -25 -4 -7 -1 -30
right_child=-2 20 23 5 -6 7 8 -9 12 -11 11 -13 13 -15 -16 -17 19 -19 -20 22 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0038426120922472455 -0.0005170035529034866 0.0013431236841356345 0.0019289320228397897 -0.02170917014276505 0.0081319219819669247 0.014445776391704718 0.12857387612400456 -0.036809248117810389 0.01701041293358236 0.024664129942393618 0.007264462260742479 -0.044712773859984081 -0.011429983426593723 -0.0039177174473734805 -0.033165220492460429 0.019226782807270359 -0.039347022988105843 -0.015354433707394637 -0.056451472942962794 -0.034527987193817888 -0.010751399313628162 0.011142427382725612 0.017666234829727165 0.0054327542824279609 0.012822145421104096 -0.0227674321087615 0.038273012830939653 0.059117436377691505 0.013432724912342651 -0.00054146607820314567
leaf_count=22015 289498 4597 13999 503 2553 1577 20 80 657 176 3107 78 343 1385 114 1845 337 536 46 126 4373 502 171 1813 4030 355 127 96 1399 5473
internal_value=0 0.0210284 0.0328707 0.00577561 -0.0150891 0.0987045 0.0415476 0.293604 0.0736927 0.745255 -0.0302496 0.120513 0.0503841 0.133817 0.258394 0.308579 -0.130348 0.0348719 0.24809 -0.430611 -0.0669813 -0.165118 -0.0618275 0.0866157 0.176549 0.0209913 0.0459407 0.344225 -0.047489 0.045054
internal_count=361931 72433 62961 42637 34625 8012 6259 1753 5756 196 32072 3185 5560 3687 2302 2188 1873 1239 703 634 9472 4875 297 20324 6198 2168 14126 1673 28887 6872
shrinkage=0.05


Tree=4091
num_leaves=31
num_cat=0
split_feature=785 519 713 507 938 1107 678 783 1060 756 689 1463 588 575 876 959 839 1111 114 575 1258 357 558 906 1321 1400 1158 553 355 795
split_gain=17.7156 16.5328 23.7734 26.3221 23.5819 25.0137 26.3508 23.2607 29.4678 30.0787 23.1589 22.4902 21.1678 22.2608 20.7742 23.4867 19.8024 20.4845 19.6629 19.5464 19.4178 23.8588 20.9551 20.0728 22.8626 19.8442 20.5602 19.2157 19.1488 18.9057
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 0.33096214316811728 0.34708990927187483 2.2099560249315608 0.91783665606910081 -0.54162115748413475 0.86385367930994306 1.5896008821182519 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 -0.37718676718711608 2.778493016390716 1.8910022628952046 3.7888525678453377 0.68932268642900596 -0.27802159125708265 0.70631302906791504 1.2935404261849552 -0.26593487796637277 3.0112465698443827 0.57242314831789731 1.0000000180025095e-35 -0.76336291853037508 -0.50391836007684632 0.73593705410083743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 16 5 6 11 27 -9 -10 19 20 13 -3 29 -16 18 -18 -2 -5 21 23 -22 25 -25 -4 -27 -7 -14 -6
right_child=1 12 4 10 14 7 -8 8 9 -11 -12 -13 28 -15 15 -17 17 -19 -20 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=4.2038691347402286e-05 -1.9305238995179335e-06 -8.0010416849494756e-05 9.0799878763827977e-05 0.00015274731240055649 -6.1398463024000608e-05 8.7889852442496987e-05 7.3013376145152461e-06 5.9103425332162848e-05 -0.00024184614137881159 0.00063619740118534647 -0.00013690593364963137 8.9629885934093182e-05 -2.2049546216650489e-06 7.3553598948732481e-05 -0.00021590741852740839 -5.9785493460228453e-05 0.00048756117582916282 -0.0008727066135365871 -0.00095534252642179155 0.00059628829174922877 -9.6636271709521474e-05 -0.00017610750625690608 -0.00028688964150101005 -0.00012504926901054113 0.00091044282824046419 -0.00034934574111332992 5.8826124399287023e-05 -1.252961749416393e-05 0.00027850586659365861 5.2348569135786995e-05
leaf_count=29559 47442 7439 12813 5950 47260 11799 40162 2744 227 904 1282 4462 1706 9681 13566 13554 615 66 103 446 32023 5338 4122 7755 130 1684 1656 44436 2692 10315
internal_value=0 -0.0144458 -0.0194113 0.0229289 -0.0298531 -0.0148134 -0.0371025 0.0219678 0.185999 0.4775 0.138812 -0.0682362 0.042507 0.00788689 -0.0662033 -0.128025 0.00157652 0.37927 -0.00426024 0.189062 -0.0808323 -0.0325949 -0.119668 0.00250448 -0.108183 0.0510948 -0.133178 0.00965061 0.172924 -0.0395845
internal_count=361931 332372 310854 55904 254950 170255 110145 60110 3875 1131 7678 69983 21518 17120 84695 27120 48226 681 47545 6396 65521 29376 36145 24038 7885 16153 3340 56235 4398 57575
shrinkage=0.000980392


Tree=4092
num_leaves=31
num_cat=0
split_feature=253 1467 1442 6 478 814 1327 1370 1224 840 707 76 1446 1343 832 1182 1459 1449 213 558 460 771 351 1451 149 0 840 75 74 840
split_gain=10.6351 14.3886 15.1938 17.9454 19.2341 18.2114 20.5358 19.3946 17.862 17.1116 17.0592 16.8061 19.8462 18.109 18.0907 18.6444 17.8748 17.7721 17.9611 17.3035 18.2866 18.0118 17.0152 19.0437 16.6314 16.5695 16.8721 18.0439 22.3752 23.6172
threshold=1.0000000180025095e-35 4.0242090356330973 -0.962738934255707 1.0961466418652515 1.3930357108364988 1.0000000180025095e-35 -0.36289896784303505 0.70223084764880606 2.8827150069465595 2.3725025729405069 1.5421698199903229 -0.043636228589381064 0.64688686638414006 2.6654110918348777 3.6506970814093904 2.6011348274998629 0.066535483750973831 0.71251893840138358 2.4787633289851221 2.0677935973134409 4.3297121247051882 -0.81990781223600107 -0.11750790090859518 1.1513566605169052 1.1663422399422454 2.7232170171423564 -0.96674323393601669 -0.6509228964203938 -0.10130228466782124 0.25533485562314612
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 6 -6 -7 9 -5 11 13 14 25 15 17 -16 18 -13 20 -14 -22 23 -19 -24 26 -4 28 -28 -30
right_child=1 -3 3 8 5 7 -8 -9 -10 -11 -12 12 19 -15 16 -17 -18 22 -20 -21 21 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00026490909752022445 -0.0034721605574558482 0.011763124896838643 -0.0048056867186117482 -0.00613456220843904 0.008466799577546669 -0.018835124089053301 -0.0082428946459514509 0.0048915785415838738 0.07212793250668964 0.01490760733821809 -0.0068920114544415937 0.00051270854934323004 -0.0065412448961696167 -0.018096637154249997 0.079425571630026642 -0.041775350150357354 -0.015451096536955334 0.02614513455501101 -0.032713578454197041 0.021047342687510809 -0.062151083354223702 0.11814115012614734 -0.0052802207542791621 -0.0085733811494132801 0.039562994941927832 0.022654498957661643 0.0017324625570674511 0.0025989317579594275 0.026240972076153127 0.0055299413100687554
leaf_count=231805 43250 1066 4025 11728 2242 2869 3072 906 44 530 4556 13118 9648 604 82 204 49 1151 296 349 35 39 984 276 104 567 2460 22998 1513 1361
internal_value=0 -0.0223912 -0.0251396 -0.00808165 0.00604158 -0.113098 -0.0151341 -0.265159 -0.0956157 -0.101374 0.0189578 0.0286059 -0.0188909 0.0619145 0.034305 0.0268709 0.937014 0.0349569 -0.0022973 -0.10409 -0.123671 1.45162 0.215051 0.388065 -0.00155619 0.0687571 0.0617411 0.0794526 0.200494 0.334907
internal_count=361931 130126 129060 85810 73508 9089 5314 3775 12302 12258 64419 59863 26335 33528 16264 16133 131 15929 13414 10071 9722 74 2515 1427 1088 32924 32357 28332 5334 2874
shrinkage=0.05


Tree=4093
num_leaves=31
num_cat=0
split_feature=50 56 629 1470 347 690 1034 651 345 1298 1047 799 353 672 365 816 334 1450 485 990 1328 1469 984 311 558 710 790 296 977 911
split_gain=10.5746 19.3836 16.139 15.952 15.4226 17.551 15.3717 19.3813 19.3575 18.6501 17.5022 17.19 17.7106 17.1171 19.8684 19.2089 22.351 18.0792 19.6054 17.2056 16.5177 16.4495 16.5374 16.2909 21.0825 19.0514 18.2152 19.6628 17.2778 16.8382
threshold=0.55630078546380823 1.0000000180025095e-35 1.7152085040206202 -1.3782462404802098 0.63474427605856298 0.66114175977200929 0.71742563768805134 1.1107569744011787 0.9063619946180097 0.60955665694886108 2.4233360593059579 -0.58454210970522613 -0.47272394345751306 -0.65546635319905777 -0.26943024595812942 0.98567350059335823 -0.5491441532643816 -0.35950514493807501 0.32122098048435449 1.09266583130301 1.7891722696347889 -1.3263328046252252 0.75403902033247594 -0.58224914894363211 -0.69966517333555578 1.9207401787728819 1.2042876177435089 1.0826634593880702 -1.5042298611817919 1.3611674584375415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -6 11 9 -9 10 -8 21 -13 14 20 -15 -17 18 -18 -16 -14 -5 -23 24 -11 29 28 -28 -25 -26
right_child=2 3 -4 6 5 -7 7 8 -10 23 -12 12 13 15 19 16 17 -19 -20 -21 -22 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.0018627137856264823 0.0013646076360220296 -0.030274867568208727 -0.0040720629972604457 -0.018879233834367726 -0.011559217410722191 0.092481348826016108 -0.0030338409751027675 -0.014690024474162001 0.0099025379855960036 0.027668071632645171 -0.025191257297430436 -0.0020442735255896852 0.0026134112276202971 0.0014083300047687845 -0.0068113836926087003 0.00038826386061424937 -0.0031119609187683947 0.018714593381433154 0.020674089429687528 0.0053863587145086015 -0.017652371434148832 0.0053043364861736402 -0.005283482067826268 -0.038393045763273487 -0.0047463259114553201 0.037024715038923232 0.021016997701573406 -0.036755549162631018 -0.0013994220199801753 0.025163902354857132
leaf_count=123658 76756 387 7407 353 63 23 14384 2714 499 673 534 35128 10597 42475 8830 2803 1220 2181 546 1672 555 18222 2267 221 1444 177 683 84 5102 273
internal_value=0 -0.0111179 0.0178601 0.0047341 -0.403452 0.39645 0.00607604 -0.045139 -0.214645 -0.0216893 -0.076967 0.0164162 0.00437155 0.0238781 -0.0261304 0.0482933 0.149608 0.25054 0.0903772 -0.0967934 0.0350056 0.0755114 0.0843901 0.0570776 0.209702 0.0872524 -0.00334971 0.306125 -0.0498635 0.00829836
internal_count=361931 277768 84163 154110 473 86 153637 26788 3213 23575 14918 126849 106007 70879 21654 49225 6750 3947 1766 10502 11152 20842 20489 8657 2567 1894 6090 767 5323 1717
shrinkage=0.05


Tree=4094
num_leaves=31
num_cat=0
split_feature=1431 1470 947 153 1469 128 13 1173 361 46 1467 1453 1251 158 1117 1454 879 92 1301 294 1045 144 501 1371 1318 776 766 986 211 845
split_gain=10.5929 14.2061 16.8133 18.9737 18.4876 16.7736 16.6865 16.2944 17.6914 15.8723 15.2919 18.4145 21.5378 18.6579 17.7269 16.3883 20.6752 16.2839 15.2671 15.22 15.0684 17.2719 16.8521 19.3121 16.507 15.4893 16.7713 17.2737 16.378 15.1701
threshold=1.0099929608726099 0.37604385151270814 2.6219242827724192 -0.35419247731125836 -0.49623949193207878 1.0000000180025095e-35 0.66722762425949511 2.437247391288011 -0.34463106109066449 2.7784051701716055 -0.31819417591303473 1.0270461581008248 -1.3648789572735269 -0.69484182635629821 0.66709740876737411 -0.71584950188157126 1.1052419989540205 -0.84200871613705619 1.7692563356702355 -0.9596767862601413 1.3157650962321608 -0.50585774504561931 0.34839445143677011 1.0000000180025095e-35 -0.80215820950582506 -0.74659115538639853 -1.1906586723025157 -0.46365371793488647 -0.77471339529137351 -0.42901637014588834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 -2 -5 19 -9 10 18 13 -13 -12 15 16 -14 -15 -7 -3 29 24 23 25 -22 26 27 -23 -27 -21
right_child=1 7 3 4 -6 9 -8 8 -10 -11 11 12 14 17 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=8.7397446551507269e-05 0.0029052954337505134 -0.024721452909302943 -0.053461392723323412 0.0021728608963196361 -0.026302522688639991 0.0029738144968340257 0.10871326017198016 0.047994352433557923 -0.0035544708068092758 -0.035103940770747868 -0.017819094036742877 0.068603870066982792 -0.012349256458562797 -0.025696557637734291 -0.021741899017273657 0.0071957229785146546 0.14344490662878498 -0.002766902532041864 -0.026466548980938226 -0.0012815414435260546 0.022664499623265735 -0.0094182636186825215 -0.013631796325235158 -0.038926586707475647 -0.022503517197510821 -0.0067833009309990451 -0.023979404500562705 0.1299776004621985 0.041567227237608931 -0.010226378846473991
leaf_count=306680 15242 799 192 51 170 8546 20 196 278 494 2478 71 29 577 325 1201 24 7902 483 5240 184 35 436 132 709 152 183 24 658 8420
internal_value=0 -0.0369151 -0.00939249 -0.472193 -0.0617392 -0.00297874 0.806068 -0.100518 0.383976 -0.0521288 -0.0442406 -0.104576 0.1318 -0.148591 0.0692987 0.202235 1.54473 -0.0884129 0.038619 -0.114239 -0.0974438 0.101162 0.262725 0.406486 -0.225512 0.500901 -0.0813457 1.1038 0.667301 -0.13068
internal_count=361931 55251 37805 433 241 37372 71 17446 474 22130 21636 12607 1650 10957 1579 1254 53 8479 9029 16972 16173 2513 1620 1184 893 1052 242 59 810 13660
shrinkage=0.05


Tree=4095
num_leaves=31
num_cat=0
split_feature=728 659 625 1176 13 1031 1244 1065 154 777 223 354 494 274 208 898 428 367 768 1124 775 639 766 829 1176 639 457 705 992 908
split_gain=10.532 13.9953 13.8231 22.7985 18.6564 17.449 19.877 17.4496 18.6097 17.7115 16.7141 20.9738 17.3405 17.1329 16.626 16.0384 15.8906 16.5724 15.7184 19.7779 18.2134 16.7501 15.2357 17.17 15.8365 16.309 15.1577 14.8022 18.0423 20.7496
threshold=1.0000000180025095e-35 0.62821384419828064 1.3252658997982083 -1.5478165694957997 1.4749355170661806 0.19229998344560031 -1.553442836445629 1.0518754624258557 0.11790164130550207 -0.78652535839146887 -0.59580934247148842 1.6680849102446063 -0.0083228416270258749 2.8859663429474725 2.0281345528622965 -0.85782900231396331 -1.0049021078925586 0.62623800450283451 -0.83467855972160299 -0.35619131569688961 2.6332745145313958 -0.60501872775843923 -0.65806238388973115 -0.20357414664409393 -0.85972327298053985 0.89265724477388153 2.3716694046974869 0.89008618839080589 0.6146227839635201 1.1663106825815996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 -4 5 7 14 18 9 -9 12 13 -8 -12 -7 -10 -11 -18 -5 -20 21 -21 23 -14 -25 -26 27 -1 -29 -30
right_child=-2 -3 3 4 -6 6 10 8 15 16 11 -13 22 -15 -16 -17 17 -19 19 20 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.00044233379336901501 -0.0012425771143988575 -0.0017458055246131938 -0.019481551602550398 0.0081295084040848738 -0.014437354227915603 -0.041854011723518797 0.01473558620911254 -0.020573779738884895 0.040909911270660931 -0.016320300308047483 -0.013184214164051404 0.019980619767965616 -0.013502228111696844 0.034003277020514873 0.081196991816535238 -0.010675956950282837 0.039191544353794884 -0.0094013792935061999 -0.0086568583084491151 -0.060222288150162812 0.052869514032494416 0.0023756254071405519 -0.022959612049941874 0.10382114567501066 -0.039381956142165046 0.058643455316687382 -0.0055067746533069423 0.0016731309179531116 0.0050070552325402317 0.020087904852641454
leaf_count=133124 109090 41024 1690 2602 1520 517 1417 107 82 113 4300 506 186 100 33 496 600 98 3746 75 86 5233 580 34 46 48 6722 37961 8504 1291
internal_value=0 0.00453116 0.0119866 -0.0448197 -0.0277325 -0.00834535 -0.117034 0.0384338 0.259067 0.448118 -0.0843369 -0.176466 0.101109 -0.23217 -0.705737 -0.0565746 0.553757 0.657696 0.00547007 -0.0424561 0.0521642 0.0326345 -0.174737 0.225247 0.848153 0.325109 0.0180665 0.0213368 0.0549528 0.142862
internal_count=361931 252841 211817 24215 22525 21005 7767 13238 1496 918 7217 4906 2311 4400 550 578 811 698 11742 9140 5394 5308 894 314 128 94 187602 180880 47756 9795
shrinkage=0.05


Tree=4096
num_leaves=31
num_cat=0
split_feature=545 1430 1436 1260 953 625 1458 1470 615 873 678 734 765 785 816 359 1260 1130 614 426 1246 292 1098 983 4 565 1362 175 1262 1384
split_gain=15.3019 17.587 41.9975 21.5954 20.435 19.4253 18.589 23.1455 21.9958 21.8456 19.6646 17.9152 19.3999 18.9173 17.8689 17.4299 22.5102 17.2432 17.1651 19.5639 18.7476 17.9014 16.9559 16.9184 16.8427 16.8043 17.6852 17.5696 16.6593 21.2973
threshold=-1.0372938969678034 1.0000000180025095e-35 1.0000000180025095e-35 -0.90001655411195647 1.0000000180025095e-35 1.7319634811773124 0.12934318160464789 0.92007089127680419 -0.59108387774323179 1.3467136707454657 5.4562307876106422 3.0820683777490774 -1.0215762428264707 -0.86283290253235112 1.0000000180025095e-35 -0.54704045639460086 1.1523901514725912 -0.87343702765667508 1.0000000180025095e-35 0.3853359671039881 2.1073446121640438 0.72346016867095608 -0.65750918523183322 1.4402765928852816 -0.87530070178570352 0.68350759689875262 2.7167863157015142 -1.0000000180025095e-35 -0.12377767530249488 0.60791478801224563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 14 10 9 -9 24 18 13 -13 -3 -4 16 25 -10 19 20 21 -5 -11 -17 28 26 -6 -28 29 -8
right_child=1 11 5 4 15 -7 7 8 17 22 -12 12 -14 -15 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.902189538207542e-05 -0.00031437239293932153 9.0865944738903839e-05 -3.2948305453614141e-05 7.7051130865165822e-05 -0.00018889743323818176 -0.00016016504815862112 0.00018303715911926457 0.0006562138645034661 0.0015720867447614683 -0.00023750514407689207 0.00051917669569623195 -0.00067710909408970387 0.00026756540064271355 3.1179332982384391e-06 4.4668843744977586e-05 8.2698572160264181e-05 -0.00072913625941920283 -0.00028917813167135835 -0.00016801247575734996 -0.00033069030334491751 -0.0010729329093527454 0.00064127190966888363 0.00038718729986497301 -0.00026673780322910472 -0.00014265501415027768 0.00018500210624038997 -0.00059899279064099073 0.0028531413275684841 -0.00018389844308420929 0.0011940980119113547
leaf_count=94059 2631 13012 23280 2388 2596 3521 593 538 22 330 179 109 1747 126009 41380 8560 393 349 26656 1096 167 604 815 879 8349 874 20 23 594 158
internal_value=0 -0.0019055 -0.0231157 -0.0779583 -0.0675643 0.0114959 -0.101415 -0.0148459 0.362821 -0.0504558 -0.139614 0.0143612 0.22132 0.0113606 0.0196856 0.00597315 -0.126449 -0.121094 -0.147148 0.0365694 0.15303 0.196898 0.238004 0.0568391 -0.0986088 -0.0756677 -0.171463 1.5403 0.167854 0.400221
internal_count=361931 267872 126995 58814 56183 68181 42838 11748 909 10839 31090 140877 1856 139021 64660 13345 3906 371 30911 4255 3159 2992 1145 9439 9694 3513 2639 43 1345 751
shrinkage=0.000980392


Tree=4097
num_leaves=31
num_cat=0
split_feature=1076 1004 1061 854 960 549 1047 4 909 843 497 710 554 1244 852 488 909 914 214 1180 272 983 390 626 645 912 961 352 704 630
split_gain=10.5223 44.7781 43.2342 21.3894 20.0733 19.883 18.9408 18.2419 17.4926 17.2683 17.0308 17.9305 24.8991 19.621 18.489 18.284 17.6153 17.1686 17.027 21.1053 16.9803 18.7923 16.7508 16.5254 16.5183 24.8203 19.485 21.3821 16.4258 15.6032
threshold=-0.58297395077464731 0.59444477453878863 -0.87357009987099121 -0.87473648844905705 -0.64257916016084482 -0.37738911992820184 -1.1454825641717135 0.77106241182360014 -0.43799845623159966 -1.4712232391458337 1.4259687459988883 0.83629098246931 -0.090549613866200931 -0.46051615366748283 -0.22706799479215015 0.27065376368452138 0.87219911350739265 0.84163310184695339 0.26411474087022768 1.1776018348449984 0.19433589423024392 -0.86319525228606453 0.46621849707376584 -0.34965070266696835 -1.0608335140018084 1.1527891058106665 1.4434549736607505 0.19171127349202516 -1.2613931001931187 1.2969456072964387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 6 -6 -1 -5 23 -9 11 14 -13 15 18 -14 -15 28 19 24 -7 -22 -23 -3 25 26 27 -8 -17 -12
right_child=-2 2 -4 7 5 20 10 9 -10 -11 29 12 13 16 -16 17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021398809869450114 -0.00046550937590671555 -0.048859614780994993 0.00091230308652201107 0.013994214323626139 -0.0026789645876551236 0.0064020295588141209 0.057694035540100157 0.068573770440851028 0.037919079268135245 -0.010069516270402258 0.0084466717041736718 -0.0053882979700990222 0.011485966150148645 -0.0040310192339129787 -0.0026126671009992757 -0.058257170859841813 0.025123785962020508 0.098714663909778955 -0.018339621536472003 -0.030679170630387061 0.014524346908273892 -0.01189186971922537 0.0071887258617978683 0.024369931762646249 -0.0061471856464783634 -0.038740839562833689 -0.041939473590274945 -0.012232463993616093 0.042469621584193477 -0.018334126092698601
leaf_count=508 294432 66 6779 4112 8933 11548 218 39 620 694 2333 2569 469 1023 14205 28 308 49 2775 573 692 2457 842 90 4770 97 71 101 213 317
internal_value=0 0.0230017 0.143483 0.282938 -0.00665219 0.0425264 -0.047235 0.226297 0.605351 -0.115399 -0.0544681 -0.073476 0.0562661 0.229955 -0.10187 0.516831 0.0688265 0.933965 -0.195183 -0.12361 0.0880232 -0.0494655 -0.128916 -0.0477665 -0.079578 0.344786 0.611172 0.811069 0.668814 0.110605
internal_count=361931 67499 12400 5621 55099 24472 30627 4845 776 733 30119 27469 4659 2090 22810 759 1331 290 8605 5830 15539 3991 3299 156 5257 487 390 319 241 2650
shrinkage=0.05


Tree=4098
num_leaves=31
num_cat=0
split_feature=785 519 727 728 803 666 609 678 1218 678 382 507 908 873 665 1080 1465 1241 809 146 1458 608 209 1449 1468 130 85 1456 590 689
split_gain=22.4564 16.0547 23.333 22.5613 24.8497 40.2708 39.6199 23.1923 24.9937 22.841 22.0344 21.8893 21.8092 21.7546 28.7533 29.8442 29.7915 27.487 24.7094 22.8862 22.4692 22.1591 21.6277 22.0843 23.6122 20.8272 20.9115 20.6229 19.8578 20.4018
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 3.9048232315577729 1.0000000180025095e-35 1.0000000180025095e-35 0.65809631222906606 -1.4446427012740177 0.45120890067825536 0.85652824257920523 2.2092738772757108 0.56487967955244278 -0.31721277594761715 1.0000000180025095e-35 2.888475460910541 2.6054386111478895 0.66665475971017707 -1.038133627958042 0.6853839265082079 2.213655904251008 1.7243530357355066 -0.63967081211390275 0.48268798061829216 0.58895901036483078 0.86385367930994306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 11 7 9 -7 8 13 -6 -4 -2 -9 18 16 17 27 -16 19 20 21 -5 -14 -24 -25 26 -20 -15 29 -13
right_child=1 2 10 4 5 6 -8 12 -10 -11 -12 28 22 14 15 -17 -18 -19 25 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=4.7432950258674715e-05 -3.0183774869159319e-06 -4.3820512290574596e-05 0.00018006498290211917 -0.00013959724187060147 -0.00020307268672497151 0.00029408510856032742 -0.00052141223850983608 -0.0002349319755639135 0.00034276013972432836 5.5745402849051232e-05 5.2303510273519467e-06 0.00018331718105835514 -0.00015146946234792871 -0.00012773623870859248 0.00018000765013516344 0.00041166711276090879 1.5091249163970379e-05 -0.0001436079886846518 7.159602269530028e-05 0.00061213519513892041 0.00025469980925427264 -7.2665988925553561e-06 -8.4770809464248461e-06 0.00011974018274941434 -0.00031769309013153382 -0.0001778230525180588 -2.6631901957411441e-05 -0.00028498266509962823 -0.00013411800048012933 -9.5586009318981733e-05
leaf_count=29559 48652 9447 6371 40760 2881 3683 279 3004 651 4547 5700 7617 5719 26849 2062 773 6311 3768 17615 243 1029 9427 59463 10305 622 4500 40967 6213 1387 1527
internal_value=0 -0.0160282 0.0400337 -0.0209152 -0.0314783 0.0688877 0.240464 -0.0372963 -0.0560005 -0.0317726 0.0986422 0.0187106 -0.00647064 -0.0584619 -0.10154 0.0371169 -0.127563 -0.0247989 -0.0381671 -0.0884539 -0.0936378 -0.103977 -0.000312905 0.00916518 0.0980934 -0.00911728 0.00215978 -0.158623 0.107265 0.143585
internal_count=361931 332372 21518 310854 251671 11390 3962 240281 161168 7428 12071 59183 79113 160517 45976 6603 39373 5830 114541 51459 51216 50187 76109 70390 10927 63082 58582 33062 10531 9144
shrinkage=0.000980392


Tree=4099
num_leaves=31
num_cat=0
split_feature=785 519 713 962 930 831 872 648 816 486 727 382 1450 392 1469 746 848 1028 1434 701 1430 457 907 921 540 698 486 966 1452 841
split_gain=19.0551 17.6058 23.535 26.9208 26.0313 24.546 24.6 23.0913 22.3902 22.2592 22.1604 23.5705 21.8342 25.792 22.4747 24.8902 21.7929 21.3186 21.3158 21.3133 21.078 20.8866 20.8069 20.1415 19.9737 19.2983 19.1577 21.7895 19.1285 18.5969
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.3714217264408297 1.0000000180025095e-35 2.0523937188146193 3.0757328524286596 1.8166789435549495 0.98567350059335823 1.8692550303841236 1.0000000180025095e-35 1.0000000180025095e-35 -0.35262914890079794 4.2575473192899809 1.4275312659207584 1.0000000180025095e-35 3.5086024243106082 1.0000000180025095e-35 2.0447430703261724 0.96849201278241503 1.0000000180025095e-35 2.3716694046974869 2.6596371626767215 0.62154522891879982 0.99026637822014563 -0.57608947919282716 0.83507957046617232 -1.1961863630382998 1.3895128202463656 0.99571442561084755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 9 6 7 8 22 17 -3 23 -10 14 15 20 -6 -2 -9 -20 -14 -17 29 -12 -8 -25 27 -22 -7 -4
right_child=1 10 3 -5 16 28 24 18 12 -11 11 -13 13 -15 -16 21 -18 -19 19 -21 26 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=4.1396342122662978e-05 -8.4926572651711789e-06 -4.0242551156326021e-05 -4.3359661523132824e-05 -9.622651377240126e-05 -3.2532699875130872e-05 6.1004328895824191e-05 0.00026456485388397482 7.4365607873257152e-05 -4.8083515847656461e-05 0.00032062753280608 0.00013235744808384501 2.0948469836404134e-06 -0.00016715959145355207 -0.0011908183045017857 0.00033353768566058041 0.00013661465567133539 0.00037671580770580584 0.00012835989026328096 -0.00043907504146469413 0.0005221375640505195 -0.0010604560939449629 -0.0008038205409273266 0.0002301324426841291 -0.00012902641776439078 -0.00020002265947906606 0.00058411661202659127 0.00033966927960668147 1.2978243090011559e-05 0.00042707865097879702 -0.00011656824250431058
leaf_count=29559 13681 9447 125657 45726 30444 7282 2136 13590 16291 1436 5317 5700 4802 88 1346 7291 623 9720 694 124 113 155 1388 209 489 845 781 3236 685 23076
internal_value=0 -0.0171326 -0.0222465 -0.0326155 0.0198283 -0.0231242 -0.0285388 -0.0318341 -0.0393579 0.0752527 0.0415717 0.0986481 0.0108984 0.0631102 0.0685239 0.0462438 -0.0242067 0.0565319 0.0543698 -0.292808 -0.0434391 0.127123 -0.0529637 0.18652 0.177845 0.455275 0.0585073 -0.0151838 0.0967892 -0.0557703
internal_count=361931 332372 310854 254950 55904 209224 201257 198632 184224 24837 21518 12071 34103 17812 17724 16378 31067 23401 14408 818 8932 7446 150121 6371 2625 1054 4130 3349 7967 148733
shrinkage=0.000980392


Tree=4100
num_leaves=31
num_cat=0
split_feature=1454 485 1458 21 472 1463 277 196 681 636 968 185 427 209 83 1378 355 1246 350 1288 1247 1108 430 632 428 1404 1344 483 1109 418
split_gain=10.4183 12.6748 10.854 13.427 12.8232 12.7733 12.3762 15.0955 14.0076 17.3139 25.1346 15.0774 16.4915 15.0707 14.4919 17.182 20.647 16.3772 16.0962 16.0405 16.5333 16.4193 16.1096 14.6079 14.4565 16.7489 14.2833 17.646 15.5871 14.4385
threshold=-1.0936914102283182 -0.48614825091218666 2.6054386111478895 -3.9164670491403295 3.3023598640681366 8.3237412529570438 1.8017609540190305 2.8514829508106252 1.0000000180025095e-35 -1.2877596780390301 -0.7624671744006063 1.3461264023881789 1.8662393702448268 -0.45819234260621594 1.7782140315227712 0.80891129331221767 1.0142916793120256 0.44432243709144098 -0.58904719483733003 1.0000000180025095e-35 -0.22727425639912183 -0.34502821082427537 -1.0754276269145944 0.13264944672935547 -0.92361605113987999 -0.65078857299579795 0.61516443384225761 -0.59514605223157324 0.46603537208900941 -0.16770307326809542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 8 -8 -5 10 -10 12 -12 -14 15 -11 18 24 19 20 22 -22 23 -17 -16 -26 27 -19 29 -29
right_child=2 -3 4 5 -6 -7 7 -9 9 14 11 -13 13 -15 17 16 -18 26 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0098634140936741648 0.017724562464115284 -0.044484062058554992 0.003361921474068154 0.00015205734407305719 0.057552154097002942 -0.040021324354468937 -0.0029207292169379619 -0.038336260152290288 -0.025194107875635835 -0.003448746105536304 -0.0082264624278179151 0.030604098083634568 0.087215805432115628 -0.0060681938410991803 -0.028549966185529425 0.1686818201352259 -0.018179946424031992 -0.019634609688992208 0.004005176807882877 -0.0071277486877720196 0.037447561135527704 -0.016843179388420448 0.038228135196341689 0.057365616818328427 0.026353922109923208 -0.0022106765483985158 0.062507388367516695 0.038615754871415831 0.074690369900799428 -0.027080935280422387
leaf_count=143 547 218 8330 289644 47 122 21371 224 2157 29949 3375 217 49 75 263 22 454 186 2114 200 162 155 166 35 376 919 105 122 80 104
internal_value=0 -0.480421 -0.00278321 -0.00499749 0.0738687 -0.00559842 -0.00533943 -0.0649339 -0.00199145 -0.049384 -0.204718 -0.0727304 -0.122578 0.832253 -0.0296138 -0.0450437 0.110308 0.158177 0.180931 0.478272 0.668314 0.312604 1.11483 2.1113 0.0374563 0.121167 0.51543 0.312732 0.645505 0.285759
internal_count=361931 361 361570 353193 8377 352646 352524 21595 330929 41285 5873 3716 3499 124 35412 33257 3308 2155 2854 740 540 317 223 57 1558 1295 597 492 306 226
shrinkage=0.05


Tree=4101
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 284 693 1397 221 647 590 597 407 1037 203 1467 714 588 906 588 689 421 513 746 1241 290 1443 513 550 1324 665
split_gain=19.7715 17.7786 20.0757 24.4378 20.5735 19.1482 20.6897 19.3353 18.6803 41.8243 17.9929 17.8766 21.0751 20.6254 17.5928 18.3326 34.7849 29.8727 26.3473 24.4873 23.8605 21.8175 27.2934 25.3132 21.2139 23.141 20.6431 21.3858 22.1189 18.8406
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 -0.13752235891992784 -0.78652982607854283 -0.094237930796279443 -0.0046931964246789259 -0.87782724458594241 0.58895901036483078 3.1596628491584919 0.84645902423176334 0.22837682199839732 0.4774557781505589 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 0.71188872395471614 -1.1110989058077336 2.6287012352426902 1.0454229551509682 3.6288968102052546 -0.67919258870259713 1.979635823759073 1.3123186738111605 1.0454229551509682 0.29966714842153758 0.32021642027523239 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 -4 -5 -7 -8 9 -3 14 12 -6 -14 15 18 17 19 26 -17 24 -18 -23 -24 -21 -26 27 -2 29 -29
right_child=1 8 3 5 11 6 7 -9 -10 -11 -12 -13 13 -15 -16 16 21 -19 -20 20 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=4.135786133985059e-05 3.8118098707621778e-05 -4.6556057680712175e-05 -3.8875477710113318e-06 -0.00037546706053141651 6.5330044663096829e-05 0.00011646730984288405 -0.00047587125959416132 3.0966042227938683e-05 -5.753163232430483e-05 0.00037783006481772655 0.00022332848180203857 -9.283960252205285e-06 0.00031226919807862945 -1.967329017158739e-05 0.0001365235446932478 6.3177634322451859e-05 4.0119597359772928e-05 -9.5425945295086025e-05 -9.2536944549096296e-05 -4.31661507601638e-05 -0.00043750029704552225 0.00039596625319602495 -0.0016054895116023172 3.1165700006168648e-05 0.00017634565217188329 -0.00028775968320881391 -8.9827738514424899e-05 -0.00015748869236295433 0.00039660297411671212 0.00022631407032124213
leaf_count=29559 34013 4821 10513 1406 4944 2147 1014 831 93730 1384 1237 3372 4319 1059 3115 13647 6941 45400 9073 74133 992 1501 55 141 3253 649 4965 926 1436 1355
internal_value=0 -0.018267 -0.00825551 0.0448293 0.0707167 -0.109089 -0.0299142 -0.23302 -0.0485311 0.0776344 -0.0168327 0.123188 0.166889 0.257521 -0.0187704 -0.0217265 -0.0350548 -0.0450095 0.0154797 -0.022408 -0.0383915 0.0933276 0.305887 -0.41307 -0.0344647 0.11584 0.0400746 0.0597492 0.207595 0.0765971
internal_count=361931 332372 232437 29605 24207 5398 3992 1845 99935 6205 202832 13694 10322 5378 201595 198480 146712 138074 51768 92674 79027 8638 1697 196 78035 3902 42695 37730 3717 2281
shrinkage=0.000980392


Tree=4102
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1438 1323 1396 1091 200 984 1107 1326 215 980 1174 151 1045 771 678 1223 358 861 1459 914 553 1104 1253 1449 1360 126 1032
split_gain=10.4203 23.4776 14.8421 26.9118 16.5623 15.7155 15.2128 18.896 23.5842 20.2476 21.345 16.726 16.1226 18.2223 15.8905 18.3878 16.6063 15.6475 16.2008 22.9089 31.2528 28.9012 21.6408 20.7554 19.6224 18.3822 23.0466 17.5709 18.1812 18.2188
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3263328046252252 1.0000000180025095e-35 1.5826904635358752 -1.4653684346899081 1.0000000180025095e-35 0.24075901940907535 -0.52790027879956658 0.6237922913644588 -0.40019324086167951 1.9918283910400278 1.114765214040659 -0.66550526036127722 1.0000000180025095e-35 0.76986142237830435 -0.67067581314192415 5.4562307876106422 1.0000000180025095e-35 0.082343003494621828 -0.90293167639697536 -0.05064362051825478 2.1618782420051454 2.7367232867195077 -0.45910612024807002 -0.33740854391263569 -0.40628372811750973 1.1324559382631265 1.402259659649604 0.61450512789118727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 17 11 12 10 -10 -8 13 -9 16 -16 -12 18 27 20 21 24 25 -21 -20 26 -22 28 29 -4
right_child=-2 -3 6 4 -6 -7 7 8 9 -11 14 -13 -14 -15 15 -17 -18 -19 19 23 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.048146207393521233 0.00037439241078930245 0.00023688428572611738 -0.001221345642875964 -0.0088740328722012284 0.03069914891497956 0.016895737899011127 -0.0070979687091738079 -0.0050055318377314117 -0.01932669996495712 0.013951097405168492 -0.020255351701166126 0.024758766237963855 0.067069559378534344 0.021325136153290666 -0.015032061726966041 0.017899986705047579 0.014438973718222628 0.024660667672908101 0.00323225354876589 -0.0086256178797034771 -0.011490118672455639 -0.0030266906826823398 0.05345332760988384 0.10199663308600788 0.10047937045822414 -0.0075905877365595384 0.031564467032071511 -0.013900449153854081 -0.012028022413831116 -0.0073916067158932286
leaf_count=64 197825 89418 26830 1431 120 1304 5399 463 1019 983 248 231 69 1079 1017 276 1120 193 69 2120 349 148 118 26 154 1227 543 7491 5454 15143
internal_value=0 -0.0184573 -0.057038 0.0890662 -0.10885 0.298436 -0.0673506 0.00837282 0.0868972 0.00356981 -0.0777529 -0.108482 0.316696 0.268691 0.0213026 -0.160018 0.18717 -0.0891846 -0.0929465 0.0471271 0.208806 0.976718 0.107343 -0.144444 1.57192 0.0438315 0.326536 -0.109246 -0.092866 -0.0716202
internal_count=361931 164106 74688 2919 1551 1368 71769 11904 6274 4663 3680 5630 1611 1542 2661 1293 1368 59865 59672 4754 2608 371 2237 2146 223 2119 892 54918 47427 41973
shrinkage=0.05


Tree=4103
num_leaves=31
num_cat=0
split_feature=785 728 728 930 921 783 990 694 790 746 855 1262 218 486 1097 1258 365 345 522 682 760 566 1115 1383 495 1369 1120 730 588 771
split_gain=10.3156 12.2245 12.0197 39.4292 27.0036 39.6141 26.4348 25.4105 23.8648 37.9774 22.555 21.8204 21.4514 24.3863 23.918 21.2951 19.832 22.1462 19.5436 19.4386 22.2667 21.6263 19.6539 19.3666 20.5581 19.1201 19.0363 18.7769 24.9122 21.9065
threshold=-0.86283290253235112 -0.49008176997875957 -1.3163276726681863 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 1.09266583130301 1.2615335103024639 1.8618223311409718 1.6547410766053783 1.0000000180025095e-35 -0.2114708066379383 -1.3837614361918604 1.7063927532316903 1.0000000180025095e-35 -0.11276047674115387 -0.68859534836056613 3.0569899660042745 -0.71745339412579689 1.3140755578960717 2.2654097059605838 0.91455907238218259 1.2875944282161289 -0.83606554266361321 0.1127070570666286 1.7956689146751461 -1.324244076038595 -0.33215574005720661 2.250834115212506 1.1867863032417985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 8 6 27 15 -4 11 -8 16 -9 14 23 -2 -10 18 -18 21 -21 22 -5 -14 -25 26 -11 28 29 -6
right_child=2 -3 4 19 5 -7 10 12 9 25 -12 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0049307965548383787 0.0040531333158401531 0.0026074738292959955 -0.0015836565761936016 -0.00049237518705799472 0.0012136403692879982 0.013518153866219101 0.0025482297420227999 -0.011119191443035973 -0.0037758483974427905 0.075597178912866644 0.016990439301283279 -0.0031347834974469915 -0.013962562359005531 0.019600242968539523 0.0069415809782222551 0.015536941184885465 0.016267579252265976 0.086574790359944642 0.0035748838580317802 0.0035440210727927801 -0.024208428931750018 -0.011405263342711969 -0.01447318689735033 0.0052738982684047628 -0.01091914239307698 0.089019978111199383 0.014727503988379695 -0.0051147319378537963 0.01677987937276347 -0.016739392286547344
leaf_count=3396 4193 26163 215821 14122 16397 3303 3779 2031 3106 55 1975 10862 2275 953 5877 3837 2178 47 6738 9931 528 3895 1582 3795 1506 35 1125 10436 1072 918
internal_value=0 0.0368502 -0.00704173 0.0242035 -0.0136647 0.0428953 0.0186301 0.0931922 -0.0236268 0.0491595 0.154212 0.0229342 0.0379555 0.0659064 0.0378154 0.194006 0.0903717 0.146927 0.138061 -0.0320571 0.04923 -0.074794 -0.0363302 -0.0587876 0.0113273 0.406172 0.356046 -0.0114341 0.0274975 0.00573802
internal_count=361931 29559 332372 54525 277847 37880 34577 24467 239967 24146 5754 22931 16437 14406 13453 8030 12069 8963 8916 30058 10459 19599 15704 7576 5301 1215 1180 28823 18387 17315
shrinkage=0.05


Tree=4104
num_leaves=31
num_cat=0
split_feature=50 56 651 1470 1459 1461 497 529 570 786 1207 422 361 1182 180 503 1318 40 841 775 203 10 1253 1316 1457 699 1049 461 0 1392
split_gain=10.4669 18.1039 15.1213 14.8424 17.0078 21.0265 18.3053 18.2887 16.0717 17.7385 25.1637 16.9809 15.7251 14.8504 18.9674 17.3143 21.5535 15.8347 20.1082 17.9733 15.3218 18.2797 15.2983 19.2988 14.9708 14.8397 17.119 14.5287 21.1198 18.4183
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 2.1658139678380679 -0.34879759806662525 0.71805535841975177 1.2670375765480628 1.0000000180025095e-35 -0.27846853446165559 1.8806018079846647 1.0000000180025095e-35 0.7272321098264013 0.18459888851483028 2.0882705852199082 3.044408878143491 0.22496437803712563 -0.9437056756052925 -0.60919465559458574 1.4876909719920182 -1.6547670433382273 1.0605395091208547 1.4655535790235801 0.068407182650582932 0.68989505623568315 0.81062637773504254 1.9956919318064654 1.7619212966369413 1.0000000180025095e-35 -0.065371825954155055 3.0243454669273118
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 6 8 -7 11 -10 -11 -5 13 20 15 16 22 18 -18 -19 21 -1 -15 -24 -22 26 -4 28 -2 -29
right_child=27 -3 25 4 -6 7 -8 -9 9 10 -12 -13 -14 14 -16 -17 17 19 -20 -21 24 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.001682493596858077 -0.0023699691288474353 5.4468519554575612e-05 0.0030389077807550786 -0.005594502701837015 -0.031466948647556947 0.10655360901982558 0.12218234557767192 -0.048567225201947416 -0.043735004520405095 0.17198986661527912 -0.062173517444436048 0.075245278518426495 -0.0056649370231341475 0.022313679149280799 0.14046671610958206 -0.018443719465227118 0.028050069081701108 0.08895540751629849 0.17985271175732298 -0.0084308595283259496 -0.0049432115616926363 0.0091016352738425964 0.055279932181613992 0.17726685273354545 -0.023545802692252423 0.029806565098124078 -0.024865203986373239 0.0011257355467578075 0.0011726098525036172 0.017919954811606551
leaf_count=21871 48452 90457 5752 465 1053 43 25 26 502 21 22 52 28339 172 20 513 166 28 22 810 9114 2728 87 28 1598 277 358 107789 40329 812
internal_value=0 -0.0183779 -0.0543435 -0.0695836 -0.326338 -0.0699858 -0.196966 1.32608 -0.260727 -0.681072 1.18905 0.0994376 -0.0623296 -0.0225213 0.254759 0.214612 0.377582 0.139987 0.938692 -0.0512313 -0.0348291 -0.00393591 1.01495 1.71099 -0.153862 0.0549222 0.0302535 0.00768987 -0.0141873 0.025121
internal_count=361931 164549 74092 67705 2209 1156 1087 69 1062 545 43 517 65496 37157 1846 1826 1313 1026 188 838 35311 24599 287 115 10712 6387 6110 197382 88781 108601
shrinkage=0.05


Tree=4105
num_leaves=31
num_cat=0
split_feature=181 1243 1469 285 1259 562 775 484 1331 227 153 565 1383 632 158 1396 144 945 925 1106 1358 422 895 503 1203 1324 1189 32 1153 768
split_gain=10.2264 12.562 18.8171 18.8563 16.7562 18.1961 16.5071 15.9174 17.1681 16.8688 15.909 16.9229 18.2158 17.7787 15.6009 15.5584 16.8838 17.1327 15.4365 23.996 16.6843 18.3666 15.9281 15.3793 18.4903 15.5946 18.9627 19.4403 20.6776 15.3961
threshold=1.0000000180025095e-35 0.22991414747585318 -1.3460032622719822 0.61442959456511914 2.4916067380669515 2.0438710442897885 1.2885360410936924 1.3430221523856294 3.5191859492730413 1.8009224356965985 1.3295684736286553 0.68350759689875262 -0.76413485236899248 -0.18767917470447307 -1.2170507285727759 0.85453789374626166 1.6756063931295035 1.0000000180025095e-35 1.402553532478082 -0.71798415265499338 1.0000000180025095e-35 -1.3114345777433547 1.0000000180025095e-35 1.7988086676539559 -0.50375769823288019 -0.38704268760858074 0.13659276293384676 1.0000000180025095e-35 2.5173098417833457 2.5168475303712969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 18 5 -3 -1 9 -9 10 15 12 -12 -13 -11 16 -5 -18 20 22 21 -4 -20 25 -25 29 -27 28 -28 -22
right_child=-2 2 3 7 -6 -7 -8 8 -10 14 11 13 -14 -15 -16 -17 17 -19 19 -21 23 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00093877493275362506 -0.0015342304368884028 -0.032055395280022464 -0.015460338553517458 -0.00061081191492334873 0.055581026295261786 0.04643952887267333 -0.0024173897583326487 -0.016192202951703736 0.09482668291728763 0.06166805787367538 0.036913563271487988 0.0032773520162996499 -0.0051694074724546639 0.064113188964120535 -0.022103050994861914 -0.013215371232324758 -0.0082840618165172988 -0.053583336314180698 0.0028626578670238149 -0.015823260743884109 -0.001821750695153427 -0.0012266030954530421 0.05530199212064682 -0.024928194174676968 0.00093221138450473866 0.0012878960376372225 0.012340210959631698 -0.00052311518711359241 -0.040979715363585849 0.029075267369566983
leaf_count=185960 75166 460 1852 11829 23 31 22270 2491 27 47 233 121 715 134 1163 2294 466 234 751 2089 11060 19912 83 935 1117 11187 6381 2519 114 267
internal_value=0 0.00300563 -0.023621 -0.0201232 -0.428569 -0.524196 0.0118917 -0.0901056 -0.299655 -0.0646094 -0.0445397 0.218557 0.063284 0.736399 -0.381057 -0.0687494 -0.0339652 -0.433748 0.000333868 -0.179509 0.00875561 -0.0423995 0.204791 0.0422553 -0.181787 0.0539231 0.0904801 0.167982 0.231308 -0.0223615
internal_count=361931 286765 78535 78021 514 491 208230 19754 2518 17236 16026 1203 948 255 1210 14823 12529 700 58267 2923 55344 21764 834 33580 2052 31528 20201 9014 6495 11327
shrinkage=0.05


Tree=4106
num_leaves=31
num_cat=0
split_feature=607 764 1469 1050 417 1458 958 602 697 1262 1314 485 1467 899 166 899 21 1324 227 18 972 462 585 770 1116 903 1182 839 908 1107
split_gain=10.2233 10.3531 17.5106 16.2969 17.8957 16.6072 15.8363 23.1812 16.6243 17.6937 15.8198 18.7417 16.413 16.0339 15.8831 18.1117 17.7691 18.7785 16.4209 20.2253 16.523 16.3694 15.8895 15.7703 15.2737 15.166 15.1458 15.0499 14.9848 18.2687
threshold=5.7609878416510298 -1.0384766776915233 0.47154702428836687 2.0594537109710127 0.92783509254286478 -0.19179933198544472 1.0000000180025095e-35 1.0000000180025095e-35 1.2536783029632137 0.65710877992264438 0.22377346070266804 -1.3620677000688113 -0.13005579416198207 2.8423682587007399 -0.71408417957107084 -1.8564583145095865 -0.89074317784588486 -0.84676110773305913 -0.0088811390223992159 -1.0758836593196237 1.6566539952153365 1.0000000180025095e-35 -1.0000000180025095e-35 -1.9602164501546986 3.0978055213067548 0.36339686344443861 -1.2675576457615292 -0.60394538342906612 -0.44685411855478357 0.80029265466088384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 -5 24 -7 8 -8 -10 13 23 -13 -1 15 -14 21 22 28 -20 -21 -16 -18 -12 -4 -17 -15 -22 -19 -30
right_child=-2 -3 3 4 -6 6 7 -9 9 -11 11 12 14 26 16 25 17 18 19 20 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0021705428556993834 -0.031146102353175609 9.673545243908552e-05 -0.012081101354240847 0.0025255104592797981 0.06572891684623032 0.0071947453851988474 -0.00069609285964944672 -0.022274887511893188 0.074216379201260549 -0.059370915137264169 -0.046619192282144679 0.0028244471493442422 0.053110172419823312 0.044795971482371556 0.019537447573267801 -0.03847247033785952 -0.023003395486479779 -0.019050261612267572 0.080316881971113932 -0.0319544607246963 -0.044914197802563491 -0.022274756202335461 0.09603065237049338 -0.011598999808779391 0.047002714052655943 -0.0037860257030427266 -0.038010998653273377 0.068897494270914753 0.015578019498503732 -0.017399978368580645
leaf_count=19325 219 319517 7500 255 83 1960 761 1013 94 35 326 4620 38 37 575 604 26 599 25 874 29 183 30 1475 50 316 286 41 700 335
internal_value=0 -0.00232168 -0.0403836 -0.13065 0.398845 -0.149761 -0.0138202 -0.190149 0.147506 1.03703 -0.0102034 -0.0842635 -0.0430675 0.0341408 -0.14938 -0.44507 -0.0777516 -0.175102 -0.208569 -0.473909 -0.537465 0.224604 1.05365 -0.33644 -0.228351 -0.52724 -0.539918 0.557864 -0.0693562 0.0955521
internal_count=361931 361712 42195 11751 338 11413 3863 1903 890 129 30444 10796 8995 19648 4375 958 3417 2659 2603 969 944 758 56 1801 7550 920 323 70 1634 1035
shrinkage=0.05


Tree=4107
num_leaves=31
num_cat=0
split_feature=1371 501 210 71 815 144 628 779 1458 771 277 777 365 1 984 1451 141 287 756 706 832 969 1390 87 1395 912 1113 18 1254 484
split_gain=10.1597 12.3069 13.5442 14.3721 13.4947 15.4056 14.2227 14.9605 16.4629 15.2481 18.3001 14.1249 14.0495 13.268 13.2389 14.8228 13.1786 13.1457 13.7226 12.9239 12.7699 12.5162 14.5743 13.9663 13.5323 17.0139 13.3566 12.3055 18.6322 12.1541
threshold=3.4357416210103824 2.531313083364553 0.95132045437722879 0.53037982555115859 0.67237773758774566 0.43244897137453336 -0.67402685188619504 -0.061636420781292167 0.54981579158566052 0.31679550001249929 0.26186289006039187 0.36395536079635898 -0.89817789956178451 -0.1319125539941344 2.0624490424554458 -0.3696754656029177 -1.385584406942975 1.4385266984462388 0.87309663812090754 0.49717953014121424 1.7393951809577028 0.023895884711218212 0.055424124390348849 -0.54695209407030243 -0.44114180241463324 0.3178258341996843 -0.30295588995081019 0.14940576369773556 -0.48125050442495709 0.91192173960786371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 13 5 6 -2 8 27 10 -10 17 -6 -4 15 19 -7 18 29 -3 -15 22 24 -23 25 -14 -26 -8 -29 -9
right_child=1 14 3 -5 12 16 7 11 9 -11 -12 -13 21 20 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-6.5869332344853612e-05 -0.031732616481833044 -0.059899632855085205 0.038363475479281234 -0.025289003256307438 -0.055091254735915668 0.084935008968945083 -0.04104745997375292 0.055834708717152307 0.070431997186419418 -0.055894863218034718 -0.059538760222124398 -0.014084382686433878 0.066827706108878934 -0.020653604593713088 -0.052769867628784689 0.080297097195888872 -0.039406468013660323 0.15078542873564954 -0.037416212801847107 0.085453594411463898 0.076597818776129645 0.070558816053809634 -0.05025278216335393 0.0092101992435199339 0.01063469964837041 -0.054259018261219462 -0.068884613294379254 -0.062268581512297964 0.046535240516121151 -0.039989556225773652
leaf_count=357287 602 49 250 174 73 20 494 194 90 40 39 346 71 202 54 89 910 26 63 24 23 69 140 189 85 23 67 94 82 62
internal_value=0 -0.142224 -0.175509 0.172166 -0.254533 -0.366273 -0.219336 -0.0544012 -0.317611 0.436665 0.887057 0.328064 0.0461301 0.404368 0.574519 0.929317 -0.724301 0.710442 0.557284 -0.235909 -0.13325 0.158584 -0.157551 0.557999 0.153252 0.821607 -0.346882 -0.565551 0.161698 0.858332
internal_count=361931 4644 4428 649 3779 3062 2132 1530 839 169 129 691 717 475 216 162 930 345 319 73 225 644 386 258 246 94 152 670 176 256
shrinkage=0.05


Tree=4108
num_leaves=31
num_cat=0
split_feature=785 519 728 869 906 57 588 575 507 924 590 689 1252 978 633 234 56 355 620 892 358 579 760 51 382 12 135 759 553 1469
split_gain=21.9665 18.0485 24.1833 25.7844 24.9338 28.236 23.6257 24.5767 21.205 20.5303 19.9893 20.2716 19.6692 21.317 19.8472 19.2054 19.1812 19.1519 18.8033 20.8517 19.0495 18.4813 20.9951 18.3912 18.2786 18.669 18.6755 18.2154 17.8948 21.6408
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 0.10039724912444258 1.4243427035504792 0.71188872395471614 1.0000000180025095e-35 0.65809631222906606 1.8999064755685127 0.58895901036483078 0.86385367930994306 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 4.3527420364106586 -0.50391836007684632 1.1734518836084071 3.2157419873176414 0.86543552850019356 1.0000000180025095e-35 -0.49884748463030409 1.0000000180025095e-35 1.0000000180025095e-35 1.3623855686193187 -1.0578481955510421 -1.8263110111995589 -0.032233800100399751 2.9775633284852119
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 28 16 7 -3 18 -5 11 21 13 14 -11 -16 27 -8 -2 20 -20 -10 -23 -12 25 26 -9 -6 -4 -30
right_child=1 6 3 9 5 -7 17 24 10 12 23 -13 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.7529585027996308e-05 1.6453459176734999e-05 -8.4693009925936738e-05 2.693595008664519e-05 -7.8720306446654258e-05 -0.00051988110224686454 9.6931518862724335e-05 6.6972967785817746e-06 -0.000119430531871106 0.00011672252033675843 -0.00032680663509844097 2.7452362526136309e-05 -9.433653040837209e-05 0.00084396164848221493 -0.0013256950292183235 -0.00036964956212750193 0.00018212485806681501 0.0011473820198376599 0.00028718182108019175 -0.00021089824708658619 0.00043279234566010605 0.00010637399026477333 7.3629788431179769e-05 0.00049718228115049133 -0.00051116608695080936 -2.0403919163594722e-05 0.00054122499108676418 0.00019397594760234391 -6.819382315725326e-05 -3.952591840674555e-05 0.00084987123552955689
leaf_count=29559 41921 7439 65908 79939 716 5532 1706 1180 5465 897 919 1527 171 73 505 3679 44 2692 5219 341 1171 787 1365 468 4520 499 3482 56469 37605 133
internal_value=0 -0.0152881 -0.0204743 -0.0314122 -0.0154629 -0.0546734 0.0441855 0.0076165 0.0206053 -0.0694473 0.107839 0.144323 0.081271 0.0513448 0.0700506 0.131455 -0.0721535 0.181839 -0.000873628 -0.118145 -0.149502 0.187624 0.351047 -0.137198 0.0781203 0.165313 0.122453 -0.073788 0.00577149 -0.0366723
internal_count=361931 332372 310854 251671 166407 62761 21518 17120 59183 85264 10531 9144 5325 5154 5081 4184 57229 4398 48652 6731 6390 7617 2152 1387 9681 5161 4662 57185 103646 37738
shrinkage=0.000980392


Tree=4109
num_leaves=31
num_cat=0
split_feature=1431 917 3 206 1020 945 1189 1462 899 150 208 616 1313 637 209 1222 1306 1331 845 694 492 773 1458 415 82 432 70 1259 970 616
split_gain=10.1879 13.9566 12.957 19.992 12.6553 14.1659 16.6188 15.0722 13.9377 17.0491 15.0402 13.8051 13.2947 19.522 19.7405 20.2179 16.0004 16.5431 15.6274 15.0256 20.9812 17.3867 16.1722 15.0702 17.336 18.456 18.231 16.4217 16.3986 15.8337
threshold=1.8641952677858011 1.9724949828737064 0.31828065110515785 -1.1445139169669256 2.1590889378513896 1.0000000180025095e-35 1.0642365067498873 1.1880714473397529 1.2129364631519979 -0.83471688016631596 -0.44152770249677542 2.300105009842635 -0.57075857074107439 0.044297392921555927 0.69784955733351717 1.2281653790456704 -0.28068080567056852 1.02882490717637 0.42942771041296307 -0.89290333332764404 -1.1845030676715398 0.98820408006249583 -0.33667850201143484 -0.081921663472282955 0.014830479174896173 -0.078533807339415243 0.21823738025697112 0.98836604531398642 0.7701545154026761 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 7 8 12 -7 -10 -11 -9 13 16 -15 -16 -2 -18 -17 20 21 -14 -22 24 25 26 28 -25 -21 -29
right_child=1 2 3 -5 -6 6 -8 11 9 10 -12 -13 19 14 15 18 17 -19 -20 23 22 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=-3.9509911587966695e-06 -0.003865492000636558 -0.036541038287822576 0.080436719586801139 -0.019165093792240358 0.022536826388722096 -0.011296815025155544 -0.041115334109046824 -0.02066561066818471 -0.035619198574385016 -0.0091817205518733274 0.056308774465165704 0.046922607142631946 0.04229141389308174 -0.02465306175342942 -2.1232664462354959e-05 0.037054011659781456 0.011110699164565948 0.070883931466638697 0.21619790441510209 0.012260662624676545 -0.011837336257536392 0.15514112958306275 0.025544036319746274 0.0040643094316633946 -0.01511496929823058 -0.019017167855650396 0.040191095627145651 0.0423794021599537 -0.035064498784293567 -0.03160331666773715
leaf_count=345176 2208 639 43 193 251 3225 384 935 111 92 154 55 98 1649 324 25 445 93 20 541 334 20 434 1867 1288 432 288 364 169 74
internal_value=0 -0.0692607 -0.465045 0.104242 -0.053266 -0.0651155 -0.218704 -0.0205664 -0.159557 0.335711 0.66036 -0.335321 0.00927139 -0.113568 -0.335727 0.209475 0.0461142 0.451013 2.0784 0.0831022 0.380338 1.27423 0.21669 0.027891 -0.0959827 0.098392 0.271591 0.185445 0.0620249 0.649318
internal_count=361931 16755 875 236 15880 15629 3966 11663 3582 357 246 990 10673 4764 2018 369 2746 538 45 5909 886 118 768 5023 2718 1430 998 2305 710 438
shrinkage=0.05


Tree=4110
num_leaves=31
num_cat=0
split_feature=785 519 727 382 713 507 869 938 657 803 1052 924 666 609 789 839 1111 791 712 476 564 813 490 804 896 353 761 774 114 923
split_gain=15.4714 16.4903 22.1273 22.4596 20.7396 23.626 22.9578 23.8527 22.2649 21.0899 20.8939 20.3989 19.7716 33.7351 19.6789 19.6411 20.5044 19.533 31.6378 21.1836 23.4905 22.6852 21.3444 21.0842 23.6349 23.9234 22.3598 21.9259 19.5263 19.4781
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 1.0000000180025095e-35 2.2603408215975165 1.9682860324222273 1.9092424108545902 1.8999064755685127 0.45873907618427312 1.6285028476148826 1.1248358748350926 2.778493016390716 1.8910022628952046 1.0000000180025095e-35 1.0000000180025095e-35 1.1361236590950645 -0.84605277249859834 0.44561103650162237 1.5123577048319501 2.2521318533151415 0.13351389361957308 1.7080988603044525 0.78094674152139754 0.99662224155260482 3.7888525678453377 -0.86449023226567734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 14 5 15 7 9 -7 10 17 -8 -11 -14 -4 28 -17 23 -19 20 -20 -22 -23 24 -6 27 -25 29 -2 -26
right_child=1 2 3 -5 6 8 11 -9 -10 12 -12 -13 13 -15 -16 16 -18 18 19 -21 21 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=3.7099259382902105e-05 -4.8261710366876807e-06 -4.0686584024063848e-05 0.00023545083879510006 3.8594516996909386e-06 2.5470876957010677e-06 0.00015258079118685207 -7.5273931440594368e-05 -5.8760729171840936e-05 -0.00036056173046378816 2.0004797304533007e-05 -0.00016136592152847038 8.1355106700294565e-05 0.00032681192341182578 -0.00050297274826465431 -5.672746479063167e-05 0.00048294271607191974 -0.00087733136281273002 -5.6801591101060603e-05 -6.5167326601374832e-05 -0.0001755234649920302 0.00019974814065770849 4.7749079921409436e-05 -0.0006834278119046645 -3.3393942735085265e-05 -0.00026905262739775542 -0.00032974455816181286 0.00028470567515732865 -0.0001947649352503883 -0.00095569504917524353 -5.5114590670686473e-06
leaf_count=29559 47442 9447 5244 5700 42445 7248 80985 53852 430 3947 5208 5393 2450 230 1127 615 66 11981 3471 1306 10642 3767 221 1897 1666 1746 1901 5080 103 16762
internal_value=0 -0.0157375 0.0411371 0.0982394 -0.0206946 0.0188375 -0.030446 -0.0155043 0.12856 0.00215604 -0.00608261 -0.06605 0.11984 0.259556 0.184125 -0.00139015 0.374567 0.000401425 0.0484009 0.0987278 0.117734 0.151689 0.0142618 -0.0204351 -0.0305877 -0.0863664 0.13206 -0.0662727 -0.0072026 -0.0287044
internal_count=361931 332372 21518 12071 310854 55904 254950 168572 7678 114720 108093 86378 6627 2680 6371 48226 681 102885 31388 19407 18101 14630 3988 71497 67699 25254 3798 23508 47545 18428
shrinkage=0.000980392


Tree=4111
num_leaves=31
num_cat=0
split_feature=545 785 852 717 374 624 978 566 710 925 703 747 1287 904 745 621 1160 634 1319 1398 831 689 967 801 896 928 797 567 417 993
split_gain=23.9617 23.5781 19.3358 28.0299 25.4235 23.8077 21.3683 20.7413 22.3355 26.0297 25.7081 25.3337 26.5157 25.7611 23.2401 21.6259 20.9508 20.7119 20.456 20.3069 20.8709 20.1057 19.6106 25.7833 21.9971 27.5975 23.3019 22.0669 22.3975 21.5591
threshold=-1.0372938969678034 -0.86283290253235112 1.0747610123934368 0.47434941765559457 1.2786303643043428 -0.04799384465843614 2.7006609357753573 2.1710320005650359 1.3536697095467554 1.0000000180025095e-35 -1.642092651391948 1.0000000180025095e-35 4.5248849845926475 1.3947224541143921 2.2026436269677641 -0.29047868491059864 0.68536004617275303 -0.7739137690511092 0.54016914659366411 -0.68781087382462491 0.8833717101903904 0.12773498849335438 0.071888093685468335 1.4302281316754546 -0.43454379769620094 -0.52992354128753727 1.0000000180025095e-35 1.9230512149791059 1.9221458874869988 -0.89727091510114898
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 6 5 -5 -4 8 11 10 -10 12 15 14 22 -3 17 -9 -11 -19 -21 -8 23 24 25 29 27 -26 -29 -13
right_child=1 2 3 4 -6 -7 21 16 9 18 -12 13 -14 -15 -16 -17 -18 19 -20 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-5.2067700400759995e-05 5.5686738624441912e-05 -2.6285848992671951e-05 -5.7568943248217992e-05 -4.6035491779899839e-05 0.00028383031905615449 0.000127227819139347 -0.00033543390615914642 -9.7023557628538149e-05 -0.00015338432033116901 -9.1344380380706437e-05 0.00015044611585893778 0.00045198874134048955 0.00089034186865906135 -0.0001395484623859203 -0.00021022096119866415 -0.0001169804928287007 -7.6774331825311728e-05 0.00056674498431428394 0.00011587346150742708 0.00019810002653833676 -0.00047918208418225945 0.00064102885300464855 -4.9883277464238071e-05 -0.00012285866014241073 1.431914378301492e-05 2.2117538360387464e-05 -7.9535067533996722e-05 0.00030421711278386739 -0.0010210286539220101 0.00012636066904453757
leaf_count=94059 26335 27664 13541 6087 2635 8542 136 1303 1758 8908 9819 1021 102 9247 3053 34677 2332 601 2921 3461 220 335 32053 6169 20178 18996 14588 1671 64 9455
internal_value=0 -0.00589682 -0.0132306 0.0377265 0.0936474 0.0589067 -0.0405041 -0.0214961 -0.0264744 0.0382072 0.112678 -0.035629 -0.0767065 -0.016965 -0.00792142 -0.0793146 0.0839778 0.156488 -0.0365302 0.222375 0.164017 0.398697 -0.00261085 0.0170531 0.0293896 0.072584 -0.00830654 0.0360517 0.26557 0.160213
internal_count=361931 267872 241537 31276 17264 14629 14012 210261 202344 23406 11577 178938 62443 116495 107248 62341 7917 5585 11829 4282 3681 471 104195 72142 65973 29472 36501 21913 1735 10476
shrinkage=0.000980392


Tree=4112
num_leaves=31
num_cat=0
split_feature=519 858 712 1299 257 141 634 423 1102 978 216 1315 1176 566 1385 369 1188 86 700 81 148 1048 1446 483 592 521 574 710 365 766
split_gain=10.2454 22.7504 22.8822 20.2741 19.3548 19.3772 17.3977 18.6217 17.0485 16.1165 15.4154 15.2867 15.2403 14.8018 20.827 16.6061 16.556 14.6986 14.3972 14.381 14.3744 14.9556 14.1865 15.9945 14.105 72.9822 63.4017 24.831 22.8391 22.4881
threshold=2.1420547332082829 1.0825608069246189 1.0000000180025095e-35 2.0781377659795948 1.0000000180025095e-35 -1.0233712085808873 -0.96317785926635835 1.2024874508848313 1.0000000180025095e-35 2.182877356763115 -0.36862725756597975 -0.6360874591382345 -1.4125843609321069 -0.31345006778358303 1.6747628667053907 0.66895513355951464 1.8377284404331675 -0.5894638363616308 -0.10324611586112645 -0.54843800388951081 -0.0066693480504101009 -0.013668528382870344 -1.0376295535878588 -0.77336978344155749 -0.59494694347224619 0.61544172599432045 -0.71454879228704005 0.64337010118619475 -0.86464469136958955 0.84692561291306212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 9 4 5 -4 -5 8 11 -2 -11 17 -6 14 16 19 -7 -8 -14 -15 22 -22 23 -10 25 27 -27 -1 -28 -30
right_child=1 -3 3 6 12 13 7 -9 20 10 -12 -13 18 15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.0021038426034691166 -0.0023760412424590083 -0.0071384182776815649 -0.01626163348149896 0.046858826737460432 -0.01275413972918495 -0.0021214999617451403 0.020498479351174128 -0.084065378883252884 -0.041021273482099344 -0.0082672807647594659 0.028426565430227192 0.024190772650989747 0.017345390412124843 -0.0024897838322599959 -0.048799884050923267 -0.012716331826632347 0.048389585162696619 -0.070022579797418313 0.0055546346329628619 0.016384135031941433 -0.035679684570643667 0.038251124593652042 -0.038658541016084125 0.038049338619156173 -0.00067131758962355576 0.0003426337133123048 0.039342551992087658 0.0046336572298260586 0.019326954022256468 -0.0032236187619839813
leaf_count=36224 8300 2809 592 56 290 1577 35 40 49 201 362 234 3416 590 109 350 68 47 1706 2169 49 80 346 58 283613 4691 565 8980 3665 660
internal_value=0 0.0406652 0.0654156 0.125147 0.152353 0.060996 -0.159828 -0.229419 -0.169568 -0.0213474 0.320686 0.21991 0.241104 0.103647 -0.0536072 0.192503 0.00543073 -0.576934 0.26647 0.24741 -0.382249 0.23148 -0.55819 0.0796311 -0.00643461 0.0277938 0.205806 -0.0132163 0.37605 0.320934
internal_count=361931 23533 20724 11861 10867 5455 994 938 898 8863 563 316 5412 4863 1754 3109 1645 82 5122 2759 582 129 453 107 338398 54785 9581 45204 4890 4325
shrinkage=0.05


Tree=4113
num_leaves=31
num_cat=0
split_feature=146 200 140 621 799 150 878 150 765 497 693 1465 766 282 551 703 845 1183 227 1044 1252 569 578 1255 1002 1041 480 1238 215 86
split_gain=10.2314 17.5304 15.7519 16.3513 16.3388 16.3406 20.1969 19.073 18.4571 16.851 16.1207 15.8075 17.6632 16.1532 15.3009 17.1297 14.8792 16.1073 14.7785 17.194 19.3556 17.9099 14.6445 14.2488 14.2218 14.1694 14.0817 13.9947 13.9178 16.6761
threshold=2.0556245044164494 0.54528507942352966 0.24031740096013857 -0.86574769492705028 0.48608887991290289 -0.52571317712276111 0.66426471340353599 0.5308801300584266 0.46162054922823631 1.4259687459988883 0.19040040789712223 2.0147527329400829 -0.99295247433110345 -0.46053662669480372 0.1063211910949744 2.2602127067167257 -0.33865383535021976 0.49981558170656404 0.049634449998538353 0.89685721352748149 1.3104467112643221 -1.0370981430953432 -0.87905496296652397 1.0346699921849154 0.69854289147193727 0.97641404079524541 -1.0785754684265649 0.17334222901426247 2.569306742840157 0.79417265744051113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 25 5 -5 8 -8 10 -10 11 12 -7 -14 18 28 17 -15 19 20 22 -22 -2 -6 26 -3 -9 -17 -16 -30
right_child=1 2 -4 4 23 6 7 24 9 -11 -12 -13 13 16 15 27 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00026432889593472813 0.054578219782650234 -0.030501484111979584 0.0089627738120400448 0.014171223522130613 0.03735143896774084 -0.060075322884993614 -0.04026282775878029 0.091778266607788594 -0.03993749128966733 0.049569193469996102 0.020744175450777939 0.058204232559202734 0.018123493727925807 0.015522913803398045 -0.0015362743006443877 0.065804056767456445 -0.039045227989160519 -0.061484818229546934 6.1046380772740241e-05 -0.004029912834003206 -0.073853076705659229 0.0021578438037075033 0.018441721616845871 -0.043821908428399121 -0.051665515180918276 0.012912910954292417 0.0026645382053311975 -0.026138000739792933 0.045702392264923966 -0.031151847293253709
leaf_count=348642 126 555 964 423 169 85 389 22 221 24 362 33 228 167 4103 83 213 44 1403 589 53 245 2262 32 47 128 111 32 127 49
internal_value=0 0.0571103 -0.057298 -0.131268 -0.0574316 -0.108097 -0.18943 -0.530884 -0.0502174 -0.593498 0.0623411 -0.120546 -0.195292 -0.0824573 0.112914 0.0193502 -0.34199 0.0417096 0.201521 0.279356 0.34933 -0.20303 0.410641 0.520334 0.0340117 -0.454192 0.365226 0.876183 -0.00291983 0.56915
internal_count=361931 13289 4217 3253 2570 2369 1946 569 1377 245 1132 770 737 652 9072 4394 424 211 4678 3275 2686 298 2388 201 180 683 133 115 4279 176
shrinkage=0.05


Tree=4114
num_leaves=31
num_cat=0
split_feature=862 1402 922 1306 712 692 1323 287 488 773 706 773 1304 25 1 1391 697 286 1318 20 745 633 342 973 974 633 842 899 290 376
split_gain=10.2035 15.0496 15.4559 15.3471 14.4264 16.0606 13.8757 18.1744 21.3598 17.6976 18.0467 15.3614 21.1178 14.3867 21.9422 13.7142 13.6749 21.1241 14.805 13.4464 17.072 13.3455 16.0916 16.5299 15.6662 18.7577 15.8045 14.7012 14.8228 14.2741
threshold=-0.97446007815901359 1.0000000180025095e-35 -0.48685051327531409 2.3107548394452233 -0.63779424894106762 0.84838598192970316 -0.61206530330500997 0.81977017998178703 1.9712477919268394 -0.90415300862064452 -0.58236502096706111 2.7582104949083646 -1.2519738572323926 -0.45363915261009974 -0.59129335804665339 0.86159108577571064 -0.69458738457784952 0.17992033705734131 -0.33707367803614624 -0.86104221525437907 1.0000000180025095e-35 0.56815470811774327 0.62493381283515304 -0.12971606997428844 1.0573677303018045 -0.92720981898795241 0.11231695041310384 0.54979561612634675 -0.43724096613527796 1.2189113891555967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 11 9 13 -8 16 -6 -13 14 15 -9 -11 -18 -19 20 -15 24 -23 -24 26 -26 27 -12 29 -29
right_child=-2 2 -4 -5 6 -7 7 8 -10 10 21 12 -14 19 -16 -17 17 18 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0048940390166702062 -8.3846125696578112e-06 -0.0034991851233965397 -0.015287795526838885 0.040988121939308744 -0.014119726433162902 0.041164429123018355 -0.016691048235610746 0.10719408009617955 0.076334695264583766 -0.037721308612663984 -0.013449306873376345 0.083341269168344556 -0.041054195869661379 0.061134599611799879 -0.016713892204866018 -0.018626788419356385 -0.022454938049236851 0.085460620382381794 -0.0058197449737363953 -0.04308647846226335 -0.065081723614494727 0.040307589914055621 0.027019816072055416 -0.036625340142609049 0.088997565113407007 0.015092787236729438 0.023295015986865671 0.031067469447584387 -0.0043900294062253617 0.13989905158082303
leaf_count=1762 347105 1855 3163 154 2718 152 755 36 36 242 1074 50 38 40 286 22 195 54 72 437 30 417 132 108 67 215 397 106 190 23
internal_value=0 -0.071565 -0.191433 0.00299737 -0.0108702 0.17604 -0.0670755 0.0106743 -0.328105 0.0848593 0.156112 -0.236115 0.761818 -0.416753 0.0162248 1.33691 -0.273643 0.0735441 0.92317 -0.684756 0.307404 0.238944 0.526047 0.0360578 0.129582 0.666318 0.0347542 -0.105381 0.349787 0.998743
internal_count=361931 14826 5172 2009 9654 1914 7740 4934 887 4047 3292 2806 88 851 344 58 563 321 126 507 70 2729 657 240 2072 282 1790 1393 319 129
shrinkage=0.05


Tree=4115
num_leaves=31
num_cat=0
split_feature=785 852 717 899 614 728 588 513 689 911 791 885 1218 156 1193 831 1456 1452 854 797 662 21 1326 959 746 768 765 840 1020 425
split_gain=19.8373 17.1331 24.7623 29.3883 22.762 22.2133 26.8447 25.8253 23.9026 22.7567 21.8405 21.4784 24.5204 23.9359 27.1161 28.2312 24.4819 22.8494 22.8123 23.5916 24.6909 22.3743 21.5135 21.4111 21.3058 25.6586 20.4665 20.1614 21.2938 23.5805
threshold=-0.86283290253235112 1.0747610123934368 0.47434941765559457 0.61042563642583481 -1.3710115269326899 -0.49008176997875957 2.250834115212506 1.0454229551509682 1.0000000180025095e-35 1.1364642170254908 1.0000000180025095e-35 0.35018306414905159 3.9048232315577729 -0.58038445918863546 -0.34758737963874148 1.4478652143548296 1.0000000180025095e-35 -0.18712507733977504 -0.87473648844905705 0.63961785378869596 -0.58271687606615485 -1.0798509198017876 -1.5357730968285652 1.145372801981061 1.6547410766053783 -0.37529178932746304 -1.1000522635701058 1.593014926627095 0.44670980992553178 2.0779597807797701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 24 11 8 -8 -9 -6 12 13 21 15 16 -15 -16 -13 20 26 -7 -22 -12 27 -26 -20 28 -2 -30
right_child=1 2 3 -5 10 6 7 9 -10 -11 23 18 -14 14 17 -17 -18 -19 19 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=4.4957786737806653e-05 2.2474898685885138e-05 -3.2824411460613217e-05 -0.00022181267376719321 0.00018046940332027518 -1.1508987982525343e-05 0.00014647357481869803 -0.00010494395459744397 0.00034212683923120823 0.00010188225810429348 -0.00019924023386498618 0.00021679396036626124 0.00011201289679652109 0.00043526319461814356 4.2327263716887708e-07 -7.1329322568981638e-05 -0.00039396688228850483 -0.00014202044539412059 -0.00017323485435738006 -0.00036788536212388153 -8.8434210052201761e-05 -0.0003305845816406087 -3.0581686382824951e-05 -1.2898194714208389e-05 -0.00072619923328656906 2.4334204251247837e-05 -0.00033349039865740497 0.00012105763566699932 -0.00011877921585852408 0.00016981361075738159 -0.00049917243606269776
leaf_count=29559 39889 20448 2111 7676 8519 5132 4487 2030 6173 379 3436 6362 412 36139 31429 1249 9679 26536 515 20573 1491 36078 37400 123 1894 1698 8965 4034 7245 270
internal_value=0 -0.0147797 0.0276868 0.0772165 0.0163244 -0.0216743 -0.0324269 0.0630054 0.0148093 0.258226 0.0489402 -0.0394786 -0.0586473 -0.0607953 -0.0814112 -0.0380219 -0.0278257 -0.120141 -0.00931381 -0.0221048 0.00438267 -0.00945809 -0.0223989 0.190869 0.0193616 -0.13986 0.102289 0.0321637 0.0457561 0.150705
internal_count=361931 332372 42313 21865 14189 290059 235029 13069 10660 2409 12078 221960 146654 146242 105032 47067 45818 57965 75306 68944 48371 41210 38891 3559 55030 3592 9480 51438 47404 7515
shrinkage=0.000980392


Tree=4116
num_leaves=31
num_cat=0
split_feature=785 519 713 962 652 507 657 816 1450 392 332 831 872 260 2 588 575 590 1463 1452 839 1111 114 355 1308 575 841 84 1223 959
split_gain=19.9803 19.2288 23.2841 26.0591 26.4847 23.8321 22.4072 22.3425 23.5423 25.8322 22.3316 22.1148 22.3499 22.1055 24.3656 21.6776 22.0943 21.1362 20.7956 20.4373 19.7324 20.4413 19.3647 19.296 18.9971 18.4998 18.4406 22.4156 18.4035 18.121
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.3714217264408297 -0.98896428961744431 1.0941628986121894 2.2603408215975165 0.98567350059335823 -0.35262914890079794 4.2575473192899809 1.0000000180025095e-35 2.1965197198778803 3.0757328524286596 1.0000000180025095e-35 -0.45194371579107256 0.71188872395471614 1.0000000180025095e-35 -0.67541201360492764 2.5037573391015755 1.3895128202463656 2.778493016390716 1.8910022628952046 3.7888525678453377 -0.45913340316272039 -1.0499001947836037 0.68932268642900596 0.99571442561084755 -1.1184475148835955 1.0000000180025095e-35 0.84086088814742543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 17 20 25 11 -9 10 18 12 26 -12 -15 16 -3 -4 28 -13 22 -22 -2 -17 -20 -7 -6 -28 -10 -19
right_child=1 15 3 -5 7 6 -8 8 9 -11 13 19 -14 14 -16 23 -18 29 24 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.2215610972365949e-05 -4.9777461525570651e-06 -7.892685174076533e-05 0.00017961127876198589 -9.5985661641892096e-05 -4.448252580831346e-05 0.00012325508016923311 -0.0003613822816521223 -4.6092222649024541e-05 -0.00010857353057579703 -0.0012262370380941366 0.00021164621183318875 5.4562051619749589e-05 0.00021645292106389777 -0.00033622615404801335 0.0001001438549871115 6.6599628834739843e-06 7.3972557220425064e-05 5.7361238711424849e-05 0.00073770966919136402 0.00055133835751923943 0.00048310714354516895 -0.00087366410918137576 -0.00095166316657610355 0.00028586962641698166 -0.001296979172843852 0.00053320139277788527 -0.00033480705137286083 -9.2550297666619801e-05 0.00010626558638176899 -7.4765206123013806e-05
leaf_count=29559 47442 7439 4403 45726 120445 6741 430 15939 5050 84 5659 4104 1358 717 2112 1790 9681 15011 30 391 615 66 103 2608 126 507 2879 19753 3678 7485
internal_value=0 -0.0177352 -0.0230801 -0.0333967 -0.0240577 0.0187804 0.128891 -0.0348128 0.0160664 0.0708154 0.0761715 -0.0483524 -0.0539933 0.144152 -0.00441658 0.0436473 0.00862656 0.0411144 -0.0142087 0.104692 -0.00152248 0.374989 -0.00734513 0.175498 -0.88936 0.15603 -0.0572857 -0.120689 0.00102093 0.0133217
internal_count=361931 332372 310854 254950 209224 55904 7678 182325 33395 17456 17372 148930 144435 8488 2829 21518 17120 26899 8884 4495 48226 681 47545 4398 156 7248 143077 22632 8728 22496
shrinkage=0.000980392


Tree=4117
num_leaves=31
num_cat=0
split_feature=785 519 728 962 831 652 588 689 588 575 507 1002 816 872 590 900 1452 590 689 355 382 51 752 12 135 695 1462 430 726 18
split_gain=20.5496 18.8909 23.5703 24.6359 28.3915 26.2772 22.452 27.3063 22.4505 23.9077 21.1547 20.7512 20.345 24.179 19.8141 21.3901 19.7785 19.583 20.3531 19.0373 18.7119 18.6255 18.5964 18.5143 18.8363 18.3374 19.2478 18.1542 21.5028 18.7357
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 2.0523937188146193 -0.98896428961744431 2.250834115212506 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 0.65809631222906606 1.0000000180025095e-35 0.98567350059335823 3.0757328524286596 -0.67541201360492764 1.9036375037293396 1.3895128202463656 0.58895901036483078 0.86385367930994306 -0.50391836007684632 1.0000000180025095e-35 1.0000000180025095e-35 -0.45388603942719924 1.3623855686193187 -1.0578481955510421 -0.33888244088082226 0.10265607763050343 -1.2369097968503453 -2.5456679507321813 0.22551069680440386
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 14 12 -8 9 -3 25 22 13 -7 -4 -16 -6 18 27 -10 23 -19 -9 24 -11 26 -2 29 -29 -12
right_child=1 8 3 -5 16 6 7 11 19 20 17 -13 -14 -15 15 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.3916793389771786e-05 3.7272572270410716e-06 -8.2680370132329396e-05 0.00017422993931427765 -9.4458356210872467e-05 6.9803392081198369e-05 -6.4378682574165889e-05 -8.008234149700187e-05 -1.9476859914185524e-05 3.570013332340211e-06 -0.00011952118332247818 2.7932569591325999e-05 -4.3105380541935475e-05 2.7736724271549031e-06 0.00022799945297026367 -1.0174826866613632e-05 0.00026181506432897513 0.00044818905612295751 2.8695852097613482e-05 -9.7393765400602037e-05 0.00028323032715412729 -2.1760259572337679e-05 -0.00051280028947424893 0.00031834500823747227 0.00054034225842766422 0.00019517097787323967 6.2886757744758264e-05 -0.0001137765112941886 -0.00061381532492397334 0.00023252973800037347 -0.00082894302031825365
leaf_count=29559 24100 7439 4224 45029 7167 131844 3753 1117 1706 1180 730 1709 30753 1275 19959 1398 661 919 1527 2692 4520 468 2782 499 3482 14057 10495 146 6559 182
internal_value=0 -0.0168524 -0.02215 -0.0329395 -0.0238152 -0.0296734 -0.0407341 0.0610725 0.0439804 0.00835357 0.0183634 0.155633 -0.0479518 -0.0619937 0.0370188 0.00922759 0.106376 0.105424 0.141504 0.178175 0.0778657 -0.136908 0.241073 0.166057 0.1234 -0.00306351 -0.0330448 0.184852 0.220063 -0.127213
internal_count=361931 332372 310854 251671 206642 198814 173233 9361 21518 17120 59183 5608 163872 133119 25581 21357 7828 10531 9144 4398 9681 1387 3899 5161 4662 48652 34595 7617 6705 912
shrinkage=0.000980392


Tree=4118
num_leaves=31
num_cat=0
split_feature=1423 1361 131 1470 682 858 1453 965 1467 1453 291 892 834 821 1370 264 1184 484 1248 12 1250 1119 84 352 831 89 1457 1458 1469 1456
split_gain=10.3332 14.0721 16.6808 17.761 18.2328 17.6926 15.7991 16.9075 15.7086 17.4172 20.2157 17.6177 16.4694 17.1991 17.0133 15.3388 18.2613 25.2296 18.1155 23.1455 18.0063 15.7776 15.7638 16.5749 15.6618 17.6208 15.3063 18.0542 17.3853 16.7366
threshold=1.0000000180025095e-35 0.55035703183932794 -0.37314326152536875 2.2722540408353908 1.3140755578960717 -1.0336692051997565 5.5477399240790328 0.65726860321199432 -0.31819417591303473 1.2904438997469929 -1.4253374299489046 0.59794297480505565 -0.042188987399052615 1.1171247575330447 1.0000000180025095e-35 1.0000000180025095e-35 0.75829783191433842 -0.0051464112102921076 -0.73934863476990353 0.72134328785682955 1.062322987819176 2.5456758054097284 -1.5275224116158646 2.0532068247255513 -1.7549348092731938 0.47620596837925272 -0.41252357085658425 -0.38826732061105779 2.5330109856685032 0.28881197010601911
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 5 -5 -4 7 26 -2 15 -11 12 14 -14 -12 16 24 -18 -19 20 22 -17 -20 -24 25 -10 27 28 29 -7
right_child=1 -3 3 4 -6 6 -8 -9 9 10 11 -13 13 -15 -16 21 17 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00015166724941701663 -0.0014451203226520026 0.0016454260281889674 -0.0098780179777186953 -0.023828594791258165 0.048438074350322019 0.013668493353957024 -0.042595690901309963 0.0057760254771531986 -0.003250443274800847 -0.043217785429989365 0.063453715484295001 -0.025224790979735359 -0.009098574838926685 0.065337338699626407 0.013356263880786805 -0.017564872669086129 -0.0091929742409708019 -0.015038401177510877 0.11190930357096091 0.13729866763457774 -0.049708593931474851 0.077138682143060619 0.02375703569039158 0.18279821341577365 -0.011860528888596417 0.071692526622493299 -0.0036359346251159403 -0.0021010761059583704 -0.045108387814114144 -0.0069922700486888881
leaf_count=287068 10631 14966 3669 906 53 3397 119 7072 221 148 155 194 336 47 250 4984 779 162 42 32 52 38 302 22 5672 93 14466 5112 110 833
internal_value=0 -0.0304464 -0.0503324 -0.018703 -0.376482 -0.00988617 0.00726995 0.0109223 -0.11237 -0.17793 0.114949 0.229453 0.378168 0.0212176 0.72194 -0.214918 -0.12707 0.169456 0.599235 0.867741 0.654312 -0.337233 0.864989 0.615277 -0.201195 0.453073 -0.0213195 0.0563889 0.176639 0.200109
internal_count=361931 74863 59897 35737 959 34778 31109 30990 24160 13529 1130 982 788 383 405 12399 7377 1391 612 450 418 5022 366 324 5986 314 23918 9452 4340 4230
shrinkage=0.05


Tree=4119
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 660 852 21 816 872 1223 359 396 81 1450 507 1381 1443 1113 1110 902 981 1185 626 1174 567 647 1457 590 689
split_gain=22.0262 17.8213 21.5549 21.9132 21.2574 25.3626 28.047 25.7182 23.3252 26.7637 25.4176 23.5289 22.0579 24.6613 21.4913 21.071 20.9573 20.6384 19.86 26.5767 22.7676 23.3551 23.0357 20.421 20.0791 19.4466 26.1601 19.359 19.123 20.1606
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.98567350059335823 3.0757328524286596 1.0000000180025095e-35 1.2060567505590838 -0.65020177052412809 -1.1123689687662057 -0.2619769769699723 0.65809631222906606 0.61467928808618666 1.593744732512876 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.60749452268532422 -0.58033782246054733 1.5636217676721176 -0.87782724458594241 1.3789366748870187 0.58895901036483078 0.86385367930994306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 15 6 18 -7 9 16 11 -10 14 -14 -12 -2 25 -8 19 -6 23 22 24 -21 -22 -9 -27 -18 29 -17
right_child=1 2 -4 -5 5 7 17 8 10 -11 12 -13 13 -15 -16 28 27 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.472751250962415e-05 -6.1144944056151268e-06 -8.1093108980166435e-05 0.00016908866111107248 7.1148459380628945e-05 6.9527458490290601e-05 0.00017874560512826755 9.8638862865080588e-05 -6.2197556089585242e-05 -8.9863318564544823e-05 0.00024639207759977346 -0.00015343174323326366 0.00016158609970602617 -0.00050500747847869571 0.00016440509149469359 0.00010549545798764934 0.00017722845724499437 -0.00014864814236892733 -0.0001106579844265555 -0.00011304890833689309 -0.00031238963417017335 0.0017160464539761676 0.0013187658767517079 -0.00020385551902078991 -5.3139878013955453e-05 0.00027714117099156239 0.00037495474438286951 -1.6822268029913527e-06 8.8960707885651005e-05 -0.00013470481036364978 -9.9919859249865002e-05
leaf_count=29559 48652 7439 4398 9681 14507 3398 17377 114142 16244 1248 2872 1791 354 7247 2540 7617 29417 3164 12546 2268 64 82 358 13146 174 955 5539 2238 1387 1527
internal_value=0 -0.0181739 0.0409177 0.0060192 -0.0233179 -0.0335665 0.00621647 -0.0485369 -0.0521373 -0.0659739 0.00319332 -0.058571 0.0707141 0.145423 -0.0306868 0.0151398 -0.0694349 0.0733025 -0.0296897 0.000894012 -0.067024 0.339791 0.162736 -0.0867528 0.719804 -0.0555072 0.0688392 -0.131848 0.101997 0.137636
internal_count=361931 332372 21518 17120 310854 251671 63686 187985 184587 153539 31048 18035 13013 7601 5412 59183 152291 20541 43145 30599 16092 678 596 15414 238 120636 6494 31655 10531 9144
shrinkage=0.000980392


Tree=4120
num_leaves=31
num_cat=0
split_feature=785 710 1457 1467 1452 759 304 1467 1460 840 1124 143 426 1311 591 10 1452 1442 689 1409 846 1453 1110 561 984 846 1111 851 144 776
split_gain=10.4504 11.8303 12.7725 15.4229 25.9272 21.8338 17.3386 17.0377 15.6243 15.4287 15.54 13.8587 15.2885 13.974 13.8957 15.6027 13.7562 15.348 19.322 13.6409 17.5451 13.8519 14.2999 13.946 13.4911 16.9484 13.3352 13.0603 18.1294 14.0109
threshold=-0.86283290253235112 0.37152704119635049 0.63151525041848589 0.078484787845291684 -0.18157124906225561 0.71975246364022982 1.403245077443136 0.072195445971033334 0.9504607190545632 -0.63645185837948615 0.1369553243716177 0.33947174444484701 0.88894648701413714 0.096559574752486291 0.26941944963516368 0.49534099062986708 -0.42242018959202166 1.1357164266384874 -0.4288425582216272 0.84195100226918229 -0.3174884786638999 0.95496318747388242 1.553723440747971 -1.0122779853840422 -0.25562998517860186 -0.13687418925607095 2.1905475060063595 1.0000000180025095e-35 -1.0324180542603043 -0.77330503063572753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 8 9 11 10 26 12 13 -6 -14 -16 -11 27 -19 21 -21 22 23 -15 25 -7 -1 28 -18 -29
right_child=-2 -3 -4 -5 5 24 -8 -9 -10 16 -12 -13 14 19 15 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0030139165568615197 -0.00034636917734028928 -0.0035712415920511492 0.0086487997611009587 0.0061431635236753115 0.0010847768429709964 -0.022841273033125092 0.025871849975861297 -0.051114541040004763 0.011965403065474195 0.0030734286159589024 -0.027568789289586622 0.0023607608005783748 -0.036230204273420073 -0.066873613395962594 0.010429325539508672 -0.061003725791790246 -0.037444803078962044 -0.051543314541641287 0.01691047074466295 -0.0041233761760996876 -0.073224224653025777 0.030724234008783952 -0.074190847356797027 -0.0064503581354325773 -0.0085818725212672871 -0.072686787376182213 -0.059655330705250101 -0.020385768536311088 0.029216538199208542 0.014572094670938888
leaf_count=914 332372 4728 3871 6584 1272 333 239 68 632 4909 343 1350 483 63 198 45 54 97 105 79 106 85 53 620 456 116 61 185 901 609
internal_value=0 0.037252 0.0557084 0.0341058 -0.0067075 -0.116801 -0.061368 0.0740418 -0.0898591 0.0832787 -0.137984 -0.137226 -0.222998 -0.132364 -0.505098 -0.0697183 0.125074 0.279191 -0.297789 -0.332793 -0.874904 -0.204856 -0.3111 -0.224533 -0.435986 -0.71548 0.00383017 0.344077 0.513726 0.135176
internal_count=361931 29559 24831 20960 14376 6130 5225 8246 4986 8178 1318 4354 3004 2278 726 243 6860 1951 202 1006 185 821 736 683 905 449 975 1749 955 794
shrinkage=0.05


Tree=4121
num_leaves=31
num_cat=0
split_feature=785 519 728 869 938 803 507 588 575 1149 791 712 675 564 782 1111 666 609 842 689 430 726 813 590 490 18 1470 51 924 633
split_gain=24.9163 18.9045 23.8234 27.2414 27.1587 24.0508 23.1146 22.2996 23.8275 22.162 21.7073 37.3512 21.7875 26.6658 22.968 21.899 20.7852 33.2044 20.6715 20.1237 20.8253 21.1395 19.8908 19.4779 19.4384 19.3201 19.2725 19.2648 19.0905 19.0891
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 0.65809631222906606 0.71188872395471614 1.0000000180025095e-35 3.070608018023568 1.0000000180025095e-35 1.0000000180025095e-35 0.44359160413691395 -0.84605277249859834 1.0000000180025095e-35 0.024916356486523985 0.45873907618427312 1.6285028476148826 1.6951683788275962 1.1511195098725142 -1.2369097968503453 -2.5456679507321813 2.1641256470006294 0.58895901036483078 1.5123577048319501 0.22551069680440386 2.2131206669479893 1.0000000180025095e-35 1.8999064755685127 -0.96673487256783863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 9 -2 8 -3 10 22 18 13 -13 -15 24 -7 -18 -12 20 25 -22 -4 -23 -14 -8 -20 -25 -5 -30
right_child=1 7 3 28 -6 16 19 -9 -10 -11 11 12 15 14 -16 -17 17 -19 26 -21 21 23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=4.6735538378780263e-05 -6.9463213661895978e-06 -8.5478492341335192e-05 -4.4866514650210517e-05 -8.3985200438955082e-05 -6.6224190793470129e-05 2.212069945355315e-05 -2.0159212704315236e-05 0.00017095518006432947 7.3106011231313732e-05 0.00020895815472669345 -0.00011234664033927309 -6.0842416801658811e-05 0.00010717810118345182 0.00031911296181383385 0.00011223207903241429 -0.00021172575062017006 0.00033527031041622461 -0.0004863866284469548 0.00016458382652350512 -0.00013600639163865438 -0.00054728809989654009 0.00022991492546225409 0.00012596353818911858 0.00010388791470644999 -0.00070224634483926902 -0.0008282180604058738 0.0018352814391323787 -0.00052188227848605506 -0.00030255175721429666 0.0001266170107441862
leaf_count=29559 48652 7439 69076 79939 53095 3905 810 4398 9681 1873 11298 3393 3103 3318 8132 2032 2432 230 1084 1511 186 6741 3231 728 169 210 36 345 949 4376
internal_value=0 -0.0201051 -0.0253954 -0.0362281 -0.019867 -0.000929955 0.015279 0.0406943 0.00523756 -0.00979495 -0.0147376 0.0349835 0.0885875 0.132786 0.178127 -0.0305255 0.125093 0.268377 -0.079785 0.106169 0.142763 0.176498 -0.0369252 0.192798 0.074914 -0.173228 0.227453 -0.0775969 -0.0752237 0.0696604
internal_count=361931 332372 310854 251671 166407 113312 59183 21518 17120 106745 104872 32565 20147 14843 11450 5304 6567 2662 12418 10531 9020 8000 72307 7814 3272 1020 1120 1073 85264 5325
shrinkage=0.000980392


Tree=4122
num_leaves=31
num_cat=0
split_feature=1426 21 1185 1466 1449 852 592 498 1189 1186 359 156 1423 206 1299 1114 894 903 489 360 900 700 1387 1449 616 832 476 427 898 1259
split_gain=10.4402 15.7235 24.172 23.4193 24.1461 20.985 22.3102 46.0143 24.0202 21.5445 21.5437 20.5398 20.5877 19.7092 19.1325 18.8265 18.7 20.0637 19.5618 18.4407 19.0842 19.008 18.6666 18.3238 17.8964 17.8749 17.6611 20.9949 18.836 17.2108
threshold=1.0000000180025095e-35 -0.13431221002227373 -0.89514196915036526 2.5621452872994568 1.3275098554043667 1.0747610123934368 -0.59494694347224619 1.0347333494444444 0.62707106426186821 -0.1914681668923178 1.0650029522984426 0.71957738779682467 2.2885552421444864 -0.67234590578873088 2.0781377659795948 1.4994579614599524 0.96742979996179246 -0.49830647608739381 1.8337920977758599 0.83284359215218084 0.48923120718859159 -1.1101693525401384 1.0801528736780612 -0.4293137938734401 2.7324024598564378 1.2903543730202582 1.1361236590950645 -0.28115808913102064 2.0955404891949363 -0.38960458970956485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 -5 6 7 8 14 19 13 12 26 15 -4 -9 17 -8 25 20 21 -7 -22 -15 -13 -18 -1 -28 -29 -12
right_child=-2 2 5 4 -6 9 16 10 -10 -11 29 24 -14 23 -16 -17 18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0025972568625012723 -0.0010367916201033621 -0.0067229769839188772 0.0040769844822670662 0.016556381632792584 -0.0039534200311902128 0.047807809127736065 0.0021011366114104409 -0.0010719928155681977 -0.0077086420421046582 0.00030810785611230839 -0.033230988370235214 -0.0015990010399977814 -0.0084159080755215332 0.010484618178842236 -0.017898618542920127 0.065163174067141547 -0.0047575839503201534 -0.0021225277244264003 0.012205159162840927 -0.0023852165543121594 0.024992303107338618 0.0044650526264379429 -0.011677482220328423 0.031347225887574381 -0.017339809384233747 -0.021589834131107245 -0.014879520445809362 -3.4358285088321079e-05 0.051336039573690588 0.012728988807725716
leaf_count=73751 135441 9263 9213 2326 921 119 22373 801 3814 8645 192 18869 3692 837 515 56 16245 40488 819 1307 1463 2607 186 1229 1608 958 1900 2021 93 179
internal_value=0 0.00624514 -0.0108682 0.027992 0.20919 -0.00259611 -0.0148917 0.0589113 -0.000707596 0.074421 0.287732 0.0210454 0.0371089 0.351696 0.0577866 0.0662122 -0.0307109 -0.0123532 -0.0954431 0.17788 0.245289 0.129973 0.422537 0.463832 -0.0503131 -0.112014 0.0439609 -0.112318 0.0523945 -0.195374
internal_count=361931 226490 121309 105181 3247 112046 97719 16836 13542 14327 3294 101934 81457 2923 9728 857 80883 62861 18022 5682 4375 2726 1649 2066 20477 17203 77765 4014 2114 371
shrinkage=0.05


Tree=4123
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1002 209 730 783 487 290 353 959 514 909 1459 912 82 628 1117 982 691 910 351 494 832 516 1388
split_gain=20.8894 19.7918 21.9094 20.1737 21.3859 19.5889 43.2785 18.4457 20.7686 17.6405 23.8834 21.6299 20.9356 20.1009 19.6756 19.8963 19.5221 18.3223 18.0441 17.6038 20.5714 17.2753 17.0661 18.4132 17.0492 16.9156 16.7988 17.4196 16.6416 18.7845
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 0.69854289147193727 0.23696906566319156 -0.33215574005720661 1.1155635910225459 -0.5841843363838235 -0.9303161640735903 -1.0945823271044892 1.145372801981061 1.2394703555346365 0.83249615684863543 2.2026343062995877 1.0000000180025095e-35 1.2546008060992853 -1.2877849526109071 -1.2591097148690287 0.48144857586768636 -0.25709740067490466 1.9386325705505509 2.0347385979342092 0.9338414958155935 -1.1659372259537972 1.0000000180025095e-35 -1.0285454770005755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 22 6 25 26 -9 10 14 12 -11 -13 15 19 -14 -16 -15 20 -4 -8 23 -5 -17 -3 -6 -28 -12 -30
right_child=1 5 3 4 7 -7 21 8 -10 11 28 13 16 18 17 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=4.2746921812724094e-05 -1.8647022057512314e-05 -2.4058689427728146e-05 -0.00072515253948968964 -0.0002661733043263692 0.00028119106171875801 -5.9683257747912048e-05 -0.00068245172897997452 -0.00039792860424171832 0.0002141529300431126 -0.00015829586021607356 -0.00015067177503775298 -0.00036929892791225528 0.00022529526363009703 0.00015683064576241747 -0.00040799336652099085 0.00046824597994986523 0.00070184151824002753 0.0012527182933832392 -0.00010751811549042938 -0.00026107883125881459 0.00012850366444503415 0.00043386013478122405 -0.00062899090971162423 0.00029956830939682831 -0.00082550641406314721 -0.00094345381519205635 -0.0018536077516320187 5.8405544935525878e-06 -0.00027328200617878331 2.0073843426009466e-05
leaf_count=29559 190291 4669 155 550 4514 93730 93 480 482 578 6979 764 2123 3121 605 909 393 25 1966 713 5456 1291 276 468 58 152 27 798 1407 9299
internal_value=0 -0.0185722 -0.00800476 0.0371137 0.136362 -0.0504895 0.0787141 0.186837 -0.0835665 0.0136169 -0.0166521 0.0969355 0.237489 0.0143744 0.0843203 0.114915 0.313571 -0.315551 0.0581488 0.069658 0.110126 0.391928 -0.119496 0.000306577 0.409184 -0.0485056 0.236157 -0.0473293 -0.0627534 -0.0107981
internal_count=361931 332372 232437 42146 7595 99935 6205 6301 962 34551 25606 8945 3094 5851 7921 7291 2516 630 5087 6324 5611 1384 1294 1018 967 4821 5339 825 17685 10706
shrinkage=0.000980392


Tree=4124
num_leaves=31
num_cat=0
split_feature=545 890 705 993 497 327 184 1370 417 281 710 629 637 694 622 218 740 50 921 873 263 392 1193 284 1254 621 980 1041 153 566
split_gain=17.7865 19.9846 23.1982 23.3424 19.7735 20.8933 19.7013 26.1251 19.6482 20.7025 23.3559 26.1401 22.6377 18.6925 18.6374 17.6405 17.3421 20.5723 27.6159 33.2806 24.6231 20.9512 20.1071 18.9731 18.4995 18.2341 18.2495 19.693 19.7857 19.6561
threshold=-1.0372938969678034 -1.0182342416987082 1.3612027609086828 -0.89727091510114898 2.5623266075722904 -0.65130284658053883 1.0000000180025095e-35 0.70223084764880606 0.010950138188642858 -1.1163929068852998 2.0990458417769733 0.16827901018542121 1.0631128179764315 1.152250482002386 0.48863520462155274 0.59334445211173181 2.6399776226761449 1.0000000180025095e-35 1.0525743831388839 2.242218440812676 0.66115833724634121 2.3903978819043106 3.9657376926148591 1.5690524344238184 2.9107920580044921 2.4475805454561663 -0.53450162049488148 2.9920977966347246 1.8670401896066502 0.59739114876321009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 8 -4 5 -5 7 -2 -3 -10 16 12 -12 15 -15 -13 17 20 22 -20 21 25 24 -22 -19 26 -11 28 -28 -30
right_child=1 2 3 4 -6 -7 -8 -9 9 10 11 13 -14 14 -16 -17 -18 18 19 -21 23 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-4.3492737273880567e-05 3.5591319877952121e-05 -2.3362708373462238e-05 0.00032070336952429071 -8.9427923230365878e-05 0.00038389010501251833 0.00010092107879070515 -0.00011587498491974516 -0.00013973141518670691 -0.00013605885663254543 -0.00015349363732579806 0.0002029419587423598 6.2813559953940024e-05 0.00068733481473025608 -0.00032728298403712688 0.00035048564234517205 0.0011662871646112133 -0.00014769426713014174 2.2355809546006584e-05 0.00010249534170730141 0.00046320142547716419 9.513037007332762e-05 0.00023315234945925318 0.00068046957253071398 -0.00043206827781818049 0.00052697651077410093 -0.00057764002282863387 -3.8736859708461238e-08 -0.00091855666678397748 -0.00047080472410626243 0.00029858026440467774
leaf_count=94059 18708 106504 1712 4270 809 7579 20178 7448 4658 8259 2417 201 483 911 232 76 2690 40467 6339 1308 8521 1221 229 308 299 371 20423 163 889 199
internal_value=0 -0.00355057 0.00437027 0.0900821 0.0566571 0.0337915 -0.0529922 -0.0101107 -0.00178314 0.0199334 0.0262428 0.178907 0.292258 -0.0628148 -0.19215 0.411727 0.0185485 0.0239633 0.0521753 0.169238 -0.0157919 -0.049934 0.030187 0.0789324 0.0268338 -0.0629441 -0.0564729 -0.0220015 -0.0165306 -0.323305
internal_count=361931 267872 221538 14370 12658 11849 46334 26156 207168 100664 96006 4320 2900 1420 1143 277 91686 88996 48642 7647 40354 31525 40995 8829 40766 30304 29933 21674 21511 1088
shrinkage=0.000980392


Tree=4125
num_leaves=31
num_cat=0
split_feature=51 602 420 143 633 1394 474 631 224 487 1347 1235 904 1227 777 1469 632 547 1159 569 909 279 294 327 1120 1212 218 1262 903 1243
split_gain=10.507 13.3439 16.7395 15.9506 15.7634 16.833 16.1951 16.0904 17.5974 29.3983 19.8783 20.5513 18.7705 15.0182 14.9111 20.1127 18.7226 16.8666 16.1284 14.7509 15.6505 14.5792 14.3567 14.2424 18.2492 15.1609 14.129 14.8624 16.9271 14.8272
threshold=1.0111847875080273 1.6570428789878571 -0.39859097038687546 -1.1923739102182183 -0.77899086806337892 -1.508536896430843 1.0000000180025095e-35 1.2608077919297929 -0.40836108891880579 1.676112715238715 -0.33208134072047624 -1.24934742919911 -0.17367246753699175 1.3050901570463238 -0.25438118208960714 -0.0044780507631531821 -1.1443362738514475 0.55489234843406188 1.0078851103989419 -0.13236939464311917 1.4677434633887529 1.9586319038328306 2.2228416889602438 3.7566738195140665 0.26692992455701331 0.27908802249394044 -0.62806762999582066 -0.20729494324101241 0.8280018898279613 -0.047633167275969349
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 23 22 -7 13 -9 10 -10 -12 -13 -8 15 17 -17 -5 -18 -15 -21 26 -6 -2 -25 -26 -16 -28 29 -29
right_child=1 2 -4 14 5 6 7 8 9 -11 11 12 -14 19 21 16 18 -19 -20 20 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=8.9452219398616608e-05 -0.0069050841742579116 -0.013807945255058605 -0.0015359372824252197 0.054228353440214976 -0.023108692231049631 8.2354362883571368e-05 -0.016975931795678589 -0.029834804322888243 -0.026165451459302713 0.21541470765644558 -0.06261603335533257 0.018000979055944374 0.13544907214824284 -0.012251246931591422 -0.041097081156675132 0.079671544189104326 -0.023181270978346984 -0.020608919463852828 0.058967078517250297 0.059365675588733804 -0.06406336329000227 0.072557541223699326 0.050771890607271219 -0.0073941762815353728 0.10586977242316638 -0.055329930217982881 -0.018460690698327818 0.091424364603841832 -0.053871042975803141 -0.0023112475602585386
leaf_count=306947 14853 199 1789 305 1096 31705 3282 113 133 35 39 44 50 177 108 35 174 47 34 113 28 26 73 203 71 40 108 47 24 33
internal_value=0 -0.0365707 0.108958 0.313804 -0.0477681 -0.0219342 -0.0137944 -0.200261 0.381658 0.80201 0.521876 1.20809 1.70733 -0.264541 0.427791 0.630485 0.108586 0.930535 -0.160347 0.252542 0.856874 0.0577176 -0.381465 -0.128017 0.634663 1.59969 -0.0910141 0.213102 0.781713 1.18262
internal_count=361931 54984 2929 1140 52055 36888 35719 4014 414 301 266 133 94 3600 941 595 243 352 208 318 141 346 1169 15167 314 111 320 212 104 80
shrinkage=0.05


Tree=4126
num_leaves=31
num_cat=0
split_feature=785 519 728 962 831 652 588 689 507 588 575 1002 590 689 816 872 590 900 1452 752 355 430 726 51 114 18 620 892 358 382
split_gain=21.1423 18.5624 23.3935 25.9213 28.3914 26.9033 24.4732 27.3584 23.7262 21.1073 22.6913 20.8143 20.7092 20.7884 20.0175 24.595 19.6709 21.1689 19.5665 19.1184 18.9014 18.7739 21.2935 18.6523 18.5901 18.5116 18.4715 20.711 18.8175 18.1472
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 2.0523937188146193 -0.98896428961744431 2.250834115212506 1.0000000180025095e-35 0.65809631222906606 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 0.58895901036483078 0.86385367930994306 0.98567350059335823 3.0757328524286596 -0.67541201360492764 1.9036375037293396 1.3895128202463656 -0.45388603942719924 -0.45913340316272039 -1.2369097968503453 -2.5456679507321813 1.0000000180025095e-35 3.7888525678453377 0.22551069680440386 1.1734518836084071 3.2157419873176414 0.89228441507181311 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 16 14 -8 24 10 -3 19 13 21 15 -7 -4 -18 -6 -9 -11 25 -23 -14 26 -10 -2 28 -28 -12
right_child=1 9 3 -5 18 6 7 11 12 20 29 -13 23 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.3001812172285178e-05 1.32545261010236e-05 -8.1550910483872449e-05 0.00017300015988632201 -9.7675237786091452e-05 6.8508896871523678e-05 -6.6162091072863316e-05 -7.7415864888765088e-05 -1.9934238706619567e-05 2.6181368535418642e-05 4.6531592488161622e-06 0.00015845287159916787 -4.0526257329788627e-05 2.5270714935668366e-05 -9.5670741548511233e-05 4.8680064807463299e-07 0.00022860677994215447 -1.0652895167810694e-05 0.00025985837349345629 0.0004448148002457486 0.00032245433558179462 0.00028113719797262022 -0.00060562976711105512 0.00023769179115453446 -0.00051630186883105283 -0.0008948888389849407 -0.00082659377083992437 -0.00021066830751903181 0.00042813536926869695 0.00010906626496809422 -2.3255266709433266e-05
leaf_count=29559 41820 7439 4224 45029 7167 131844 3753 1117 730 1790 5161 1709 919 1527 30753 1275 19959 1398 661 2782 2608 146 6559 468 109 182 5256 341 1126 4520
internal_value=0 -0.018664 -0.0239108 -0.0346543 -0.0252945 -0.0311506 -0.0423361 0.0639436 0.0164321 0.0416358 0.00711497 0.158562 0.108639 0.145768 -0.0498659 -0.0637838 0.036312 0.00863089 0.104836 0.244097 0.171828 0.189592 0.225429 -0.140374 -0.00623729 -0.127555 -0.00398651 -0.120086 -0.151323 0.0748106
internal_count=361931 332372 310854 251671 206642 198814 173233 9361 59183 21518 17120 5608 10531 9144 163872 133119 25581 21357 7828 3899 4398 7617 6705 1387 48652 912 48543 6723 6382 9681
shrinkage=0.000980392


Tree=4127
num_leaves=31
num_cat=0
split_feature=545 1442 705 322 912 992 961 484 954 986 623 346 1461 950 423 1469 1260 565 809 1180 410 831 1381 357 1321 1371 420 973 1186 779
split_gain=20.6849 21.4213 21.259 21.2331 20.8327 21.4126 20.1021 19.4896 18.2345 19.621 18.0048 18.2475 18.0026 17.5603 17.244 18.8309 21.5879 20.3517 19.5383 18.4062 18.1322 17.9187 17.3787 17.2752 19.4324 17.2223 17.1813 23.5075 19.2148 18.275
threshold=-1.0372938969678034 -1.2625182715263061 1.3612027609086828 1.0000000180025095e-35 -1.8053664850396696 0.6146227839635201 1.0119945065797371 -0.82423719548804641 1.6276177283287072 0.6713395675719418 -0.024657624075993714 1.9340755753923018 2.2827216037929685 5.5055469563937764 0.18919272960110231 0.29844699699690508 -0.43596136148897979 -1.2916434961524843 3.6226755291136299 -1.0457824521301549 0.18618896563345164 1.6480402158315812 -0.6609221739443909 -0.30291323520394875 -1.3308517790274439 1.0000000180025095e-35 1.461448854650004 0.21800165425379744 -0.52801795561041998 -0.41639634960040528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 7 -4 8 -7 -2 9 -6 -3 13 -5 14 15 18 19 -18 20 -17 -12 26 -19 -24 -25 -9 -16 29 -29 -28
right_child=1 2 4 12 5 6 -8 25 -10 -11 11 -13 -14 -15 21 16 17 22 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-4.5575571718039145e-05 0.00013140822711220427 -2.1520576998121314e-05 -0.00045128285809883315 -0.00014553604175128348 0.00012275617738032252 0.00032427278385450909 -0.00015778613825319067 -1.4275599237312662e-05 -0.0001348260689058031 -0.00022949988623396033 9.3024518930634272e-05 -0.00013061535790647702 0.00024432154753099806 -0.0012466566567257212 -1.834159092278723e-05 0.00030721667486600468 -0.00067407276028207618 0.00011858673080326975 -0.00037105417256391352 3.4462503047705715e-05 -1.753632944298312e-05 0.00017436293128965196 3.8547188569026539e-05 0.00087433940228185693 -0.00015279845169021431 -0.0002113839728440658 0.00028121969541403428 6.3801908636911515e-05 -0.00079737380569771382 -0.00026769795303614215
leaf_count=94059 4191 105550 483 16956 8595 2651 533 16581 1931 880 36370 4253 679 58 27312 1357 363 2514 440 7328 9287 2053 3905 100 7996 3551 453 178 551 773
internal_value=0 -0.00252281 0.00536652 -0.0556488 0.0857285 0.0981758 0.25768 -0.0119307 0.0533799 0.0942042 -0.000578115 0.0197525 -0.129143 0.0253695 0.0260305 0.0449798 -0.00745686 -0.0602923 0.0699987 0.0806686 0.074482 -0.0184186 -0.0490988 -0.0849842 -0.144084 -0.0441538 -0.0333382 -0.239847 -0.584978 -0.0588089
internal_count=361931 267872 225914 41958 15073 14590 3184 24323 11406 9475 210841 105291 17635 101038 100980 69660 23563 14878 46097 8685 45657 31320 14515 12001 8096 20132 29267 1955 729 1226
shrinkage=0.000980392


Tree=4128
num_leaves=31
num_cat=0
split_feature=1431 365 704 590 483 1045 210 519 156 1173 707 290 775 795 1153 84 1183 1239 434 349 17 86 1325 694 634 1047 1318 346 363 905
split_gain=10.5316 14.3542 19.5905 16.3979 15.8903 18.8047 24.6343 16.4241 17.6618 15.9765 13.9818 16.7837 19.7276 19.6685 19.3036 17.6911 16.4085 15.4067 15.9878 15.2578 15.4935 17.33 19.7592 16.177 26.451 18.1529 17.2005 19.1243 15.6222 19.8818
threshold=1.0000000180025095e-35 1.252139075762716 2.6853649509958566 -0.67541201360492764 1.2093692262695173 -0.86337497890577364 -1.147889707012314 2.1420547332082829 -0.2630408318363025 1.0000000180025095e-35 0.17512153080759113 0.51253502989343858 1.3695443828670479 1.0000000180025095e-35 2.5173098417833457 1.6737264895564279 0.37460504748884854 -1.3838954341362866 1.3990443117165385 2.1854353196532048 -0.60156759027778273 0.18770860983242935 -0.29391354917271589 0.72682726469136816 0.87538758853891896 0.53493249535662557 -0.97605938214231369 0.59770835513746989 -0.33004197612293135 -1.7081780303394425
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 -3 5 6 -5 -7 9 -9 -2 12 14 -14 15 -12 -15 -17 -19 20 -13 23 28 -22 26 -26 27 -25 -23 -30
right_child=1 2 -4 4 -6 7 -8 8 -10 -11 11 19 13 16 -16 17 -18 18 -20 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00030576624895961856 0.00038703862998655194 -0.015489197130518693 0.037751029810738461 -0.027902872396753643 -0.018153114189387538 -0.0064474646333793299 0.013695537464351912 0.0055615724051023942 -0.0076903182114864176 0.052002515446306477 -0.00034628505392775673 -0.013583396549287523 -0.015030306373994929 0.037198178968509479 -0.026206159570813948 -0.018001061078922069 -0.028212051127648654 0.020114607053506147 -0.033879798540713296 0.032455666436056005 -0.0046772991650058547 0.0037000341775047575 0.0099755499143867766 -0.017268785569697982 -0.0030365467174219341 0.076621858338554935 -0.038656673258036636 0.08644210506724409 0.077050778213152274 -0.028848660818451513
leaf_count=222373 75037 2749 148 381 1331 8933 1762 188 339 151 30563 3432 2760 212 755 292 115 1238 98 182 4152 706 2082 113 225 42 823 30 37 682
internal_value=0 -0.0207757 -0.0965411 -0.106767 -0.070432 -0.0416322 0.172221 -0.0928588 0.235762 0.5666 -0.0123247 -0.0468741 -0.017197 -0.223977 0.000684509 0.0081748 0.380443 0.250154 0.338941 -0.123197 -0.13272 -0.0783082 0.0585786 -0.164279 -0.417124 0.234696 -0.622358 0.136265 -0.188223 -0.476748
internal_count=361931 139558 15982 15834 13085 11754 2143 9611 678 339 123576 48539 36033 3087 32946 32191 327 1628 1336 12506 12324 8892 3507 5385 1233 267 966 143 1425 719
shrinkage=0.05


Tree=4129
num_leaves=31
num_cat=0
split_feature=785 728 784 647 590 921 726 1002 209 570 636 50 1047 759 75 1121 1424 834 1117 982 691 143 730 783 487 290 959 514 353 909
split_gain=19.8197 18.8794 20.5086 20.0936 45.5302 19.6233 20.5568 18.3464 20.5053 17.4916 19.8317 17.3939 18.3343 17.7554 18.2382 18.0653 17.6943 17.1779 17.0759 17.0536 18.0278 17.0822 17.0392 23.2432 21.3682 20.598 19.7075 19.626 19.3342 19.0026
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.0525743831388839 1.0000000180025095e-35 0.69854289147193727 0.23696906566319156 -0.48460852809644533 2.4129057422810987 1.4829784501753427 -1.0794544675301283 1.4616517543220227 0.15299395839235014 -0.8111029864160223 1.0000000180025095e-35 -1.4094422614488524 -1.2591097148690287 0.37516378823913615 -0.25709740067490466 0.40764288614451222 -0.33215574005720661 1.1155635910225459 -0.5841843363838235 -0.9303161640735903 1.145372801981061 1.2394703555346365 -1.0945823271044892 0.83249615684863543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 22 19 -8 -9 -5 11 -11 16 17 -15 -16 -13 -14 -6 20 -7 -21 23 26 25 -24 27 -4 -26 -27
right_child=1 3 5 9 18 6 7 8 -10 10 -12 12 13 14 15 -17 -18 -19 -20 21 -22 -23 24 -25 28 29 -28 -29 -30 -31
leaf_value=4.2133413877766448e-05 -1.758198505879331e-05 -4.743565919598514e-05 6.7388821016559791e-05 -1.2072337432145204e-05 -0.00066902709222443771 -0.00023573402400718304 0.00023000874052151157 -0.00039989986900473032 0.00021034844980184154 -0.00010569261568700063 0.00034946719729427505 0.0010312527278588011 0.0011725697448021683 0.00012128095378915846 -0.00034139959184317233 0.0016111023097780904 -3.7550405388277781e-06 -6.4561888484383973e-05 0.0004450360454262745 -0.00094112206373507057 0.00032696760297259238 0.00012184825932244484 -0.00015806581804988533 -6.0816977659467924e-05 -0.00036365845473270418 0.00022340065855188887 -0.00031093941006769452 0.00039794805050754277 5.490710666248823e-05 0.00069422372828883733
leaf_count=29559 190291 4821 6324 33370 93 564 5292 477 481 55011 602 189 61 255 33 90 190 3929 1291 224 447 110 578 17685 764 2123 630 967 5087 393
internal_value=0 -0.0175937 -0.00727091 -0.0487963 0.0821484 0.0364 0.134356 0.185098 -0.0853797 -0.0593277 -0.0869154 -0.0921783 0.0403318 0.000280777 0.454146 1.16161 0.556949 -0.0472911 0.403732 -0.110613 0.0204017 -0.569303 0.0132226 -0.0165265 0.0951694 0.235005 0.0830785 0.113698 0.0130832 0.310501
internal_count=361931 332372 232437 99935 6205 42146 7595 6250 958 93730 60360 59758 4747 4368 378 123 379 3990 1384 1345 1011 334 34551 25606 8945 3094 7921 7291 5851 2516
shrinkage=0.000980392


Tree=4130
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 1038 471 1457 911 706 967 1372 21 978 497 382 965 357 830 227 227 418 456 1037 0 416 975 1260 318 1288 207
split_gain=20.5888 16.5257 19.2185 36.6795 18.5088 17.5676 18.5594 17.8824 17.2114 20.2097 19.6488 18.9924 23.4899 18.8021 22.291 21.9392 18.7997 18.7526 22.8093 20.6574 18.7483 18.7479 19.3494 18.1517 18.2256 20.2028 19.5903 19.6614 18.5859 17.7357
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.88201376903089468 1.0000000180025095e-35 -0.52602710921920071 -0.38743231109623372 -0.2757743684523109 1.7064500881791762 1.7231870616215912 -0.70163543588998201 -0.86739898370003232 1.4259687459988883 1.0000000180025095e-35 -0.45591238426429986 2.886903547609418 -1.3934868510062559 -0.13845137185447523 -0.15099042664467613 -1.0312799077230734 3.2574167820993445 0.51493349319644144 2.8398711320926089 -0.4660552944183215 1.9814261596202412 -0.44727978082124753 1.0000000180025095e-35 1.3901882842073681 0.71663621273682654
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 7 -7 -6 9 11 13 23 16 17 20 -16 -13 18 19 29 -15 22 -17 24 28 26 27 -26 -2 -10
right_child=1 -3 3 -5 5 6 -8 -9 10 -11 -12 12 -14 14 15 21 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.067819216966149e-05 1.1932152418086821e-05 -5.6229622058119384e-05 -0.00025315941893534852 0.00034915449417369688 9.9403442817105124e-05 0.00028036778827015521 3.2322774478164739e-05 -0.00019211658379900796 2.7156811870504173e-05 -0.00011398501251555055 -0.00015057396567412688 -0.00011576620368804031 1.0571953785407512e-05 -0.00021842683454630863 0.00013801102135433109 -0.0002312951702880371 0.00092845954570175122 -3.1232024438525776e-05 -0.00039409227786705539 0.0020895080936215449 0.0001802738966637216 0.0013774060876899925 9.0497009329816946e-05 0.00049624349721119447 6.4053064438592379e-05 -0.00022118504157671014 4.8613385610594667e-05 0.0003124271936262479 -0.00032202730053924742 -0.0004211861781035183
leaf_count=29559 8494 69820 1206 1780 1763 1992 3620 2181 2805 7438 8713 11005 58094 602 2011 3105 98 120153 2887 24 5518 29 1161 465 2479 1027 7865 3657 1463 917
internal_value=0 -0.0201641 -0.0126016 0.0699491 0.0218785 0.0508254 0.125359 -0.0630975 -0.0173694 0.0046859 -0.0342743 0.0130279 -0.00543586 -0.0279724 0.0516249 -0.0386481 -0.108724 -0.0374889 -0.187664 -0.0548648 0.144781 -0.129482 -0.143153 0.0679243 0.0591417 0.106229 0.126803 0.217856 -0.0245771 -0.0739609
internal_count=361931 332372 262552 12542 10762 9556 5612 3944 250010 102085 147925 94647 69197 139212 12426 6306 11103 126786 6633 3746 6120 4295 4266 25450 24985 15028 14001 6136 9957 3722
shrinkage=0.000980392


Tree=4131
num_leaves=31
num_cat=0
split_feature=677 878 1458 359 1168 597 1185 1453 528 21 292 1112 79 903 129 1179 215 409 966 72 686 1292 1184 772 215 909 1384 1365 134 1458
split_gain=10.5551 27.7569 27.5146 23.3396 19.9559 23.6001 19.4372 18.0599 20.1473 19.448 18.892 17.9796 17.9318 20.3766 17.7632 17.3252 19.5388 20.6998 17.2725 18.8305 17.9511 16.8492 20.688 19.8526 20.8648 18.7465 25.0801 16.6009 19.8363 19.1457
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.6054386111478895 -0.91781044039400095 1.0000000180025095e-35 0.4590488840311347 2.813294863988864 1.2041679343814773 3.1678347319649274 2.3240884354044633 3.5827016099618318 0.65047722960685495 -1.0055129908380989 1.0424349789280487 3.4351420357325897 0.69764668807064578 1.5091599178936514 1.0000000180025095e-35 0.37022634779080849 -1.2591021338199873 1.6123350876002307 1.0000000180025095e-35 2.1346430292399634 0.61950000179052511 1.8108277136101367 -0.58026738425881341 -0.31202795221270824 -0.42638832581415231 1.6445699455742113 -0.06493454140346698
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 27 -7 9 -9 10 12 -4 13 -5 18 -3 17 -17 20 -20 21 -14 23 -23 25 26 -25 28 -6 -30
right_child=-2 15 11 4 5 6 -8 8 -10 -11 -12 -13 14 -15 -16 16 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0096199302885118139 0.00036353878918590283 0.0011767144324042074 0.016792944873651735 -0.0063884695450425553 -0.027327928228409057 0.0013733533933552829 0.14719876584352029 0.0068760537150419328 -0.054934954430441156 -0.020062229110919112 0.067389707988408501 -0.021772624549692914 -5.3111007914352455e-05 -0.032151125172614196 -0.037740767724904443 -0.0020274333194657658 0.0093069186350712152 -0.012398686234631317 -0.032864259442097539 -0.0036765424592678656 -0.011446503672051959 0.0047532046004310725 -0.036256706523660941 0.025170748191971504 -0.050343145643584747 0.031231134062902666 -0.055445934165314015 -0.0077624996615072318 -0.02050056733657684 0.051184165179704678
leaf_count=15083 191600 69863 1468 4093 2938 2825 21 4614 71 1139 66 206 16840 709 509 14199 1491 4001 699 14968 3482 3845 159 138 51 878 122 5303 376 174
internal_value=0 -0.0188075 -0.0599838 -0.0689261 -0.049686 -0.170589 0.0465759 -0.0302678 0.115686 -0.0471629 -0.0387952 0.244256 -0.04092 -0.19642 -0.0229091 0.00667036 -0.0561843 -0.079504 -0.0186794 -0.0887521 0.0245267 0.0445957 0.157444 0.182329 0.430653 0.49158 -0.124967 -0.262977 -0.44972 0.2288
internal_count=361931 170331 80777 79103 64020 11637 2846 52383 4685 47698 46559 1674 46493 4802 41691 89554 19691 18200 41182 15667 25515 22033 5193 5034 1189 1138 260 8791 3488 550
shrinkage=0.05


Tree=4132
num_leaves=31
num_cat=0
split_feature=785 579 728 507 651 567 567 633 803 563 1469 635 678 1168 482 853 1384 141 757 804 1260 1048 1278 1169 703 21 65 1204 218 552
split_gain=10.6658 12.0203 24.8526 23.3705 26.4803 28.8141 19.8444 27.785 21.3626 19.9482 19.4764 19.9961 22.8721 23.8421 23.0786 18.9711 20.0045 18.9541 18.9402 18.6935 18.4705 24.3471 19.6227 19.4466 19.4019 17.9982 24.0813 22.336 21.0705 20.1281
threshold=-0.86283290253235112 1.0000000180025095e-35 -1.3163276726681863 1.0941628986121894 1.1107569744011787 2.1737059611274008 1.7811711699895054 2.2512632397278991 3.0813325700491205 0.74320118029647386 -1.1492986858044119 -1.1568354703102179 1.6243751288565669 3.1267364701801501 0.71727991065692065 0.91359539958596292 1.2033963957927136 -0.073567710653635279 1.0000000180025095e-35 2.2521318533151415 1.1938910223575727 0.40862081950688833 2.2133208059092797 1.0000000180025095e-35 0.77224167254175635 -0.32341995197817647 0.77605621623814935 1.8879089870092423 -0.73351327737201222 1.8715229537436586
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 3 -3 5 -5 8 10 19 -9 -8 -12 13 14 15 -13 -17 -11 -14 -4 25 22 -22 -23 -24 26 27 28 -2 -27
right_child=1 2 6 4 -6 -7 7 9 -10 17 11 12 18 -15 -16 16 -18 -19 -20 -21 21 23 24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0018592074595420165 -0.0020847516584691773 0.0027580582383227685 -0.001596695647188855 0.021136993107923201 -0.018967396749341961 -0.034921131438533058 0.012536258646928125 0.025169054691970644 0.011915529162785278 0.014234629017538025 -0.023547784563274898 -0.000722638647893293 0.0012733991279977415 -0.042141206216908735 0.019348275824873667 0.010890559421238151 0.06468639750617948 -0.045995763393982592 -0.016030526888372813 0.0084406559865115669 -0.0085528017350451398 0.004977377861844632 0.018459788542635851 -0.0078312778155016534 -0.029636548420149223 -0.0013244758119757352 -0.0024974618739450633 -0.0055709922170661371 0.0040391258328311098 -0.017208427123774253
leaf_count=29559 10959 14891 75646 1932 251 119 1679 938 1469 168 728 4740 1649 231 1216 1027 77 95 1396 2164 15894 5372 690 3226 152 109672 28519 5445 40820 1207
internal_value=0 -0.00745295 0.0122272 0.0899081 0.286467 0.363838 -0.00358886 0.0732504 -0.0189555 0.371042 0.0399384 0.00325924 0.0229108 0.093319 0.1112 0.0513199 0.30251 -0.163871 -0.134757 -0.0248844 -0.0179674 -0.0848778 -0.147195 0.0201415 0.205022 -0.0106764 0.0171179 0.0430467 0.0575257 -0.029643
internal_count=361931 332372 110416 17193 2302 2051 93223 13944 79279 1201 12743 11064 10336 7291 7060 5844 1104 263 3045 77810 221956 25334 16736 8598 842 196622 85743 57224 51779 110879
shrinkage=0.05


Tree=4133
num_leaves=31
num_cat=0
split_feature=545 959 1370 115 947 795 705 470 484 702 257 832 831 968 1469 427 633 64 980 641 1220 1291 43 1051 426 353 1470 1189 1324 359
split_gain=19.374 21.229 22.2386 22.1321 22.0448 21.5957 27.1161 25.8289 21.9106 21.8427 21.2274 29.2207 21.1339 20.7945 19.5183 20.2437 24.6224 19.2888 20.3749 18.9676 18.8939 18.6511 18.5359 19.1967 18.4461 18.2481 18.06 24.4519 22.597 18.2075
threshold=-1.0372938969678034 -1.2907225086880219 0.70223084764880606 1.0000000180025095e-35 1.641280574724302 -0.29258408639884992 0.28191752204954684 0.66595742291584703 -0.38529859338704892 0.82247273120287534 1.0000000180025095e-35 -0.07211987328566348 0.71922820897945428 -1.6136041405756469 0.23550153252728254 -0.51777360960278751 2.6267512487368179 0.58408534944085788 -0.66481406174213398 3.9256961922190565 1.495477173205306 2.3812033167488225 2.2744972866152193 2.3864150127511103 -1.5429622078151355 3.0900063795199553 0.45488835002924377 -1.057615275082205 1.6021235533146441 1.4357729362978426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 26 13 6 14 10 17 19 -8 12 -12 -4 -3 -16 -17 -7 21 22 25 -19 23 -10 -15 -5 28 29 -2 -28
right_child=1 5 4 20 -6 8 7 -9 9 -11 11 -13 -14 24 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.7282154210975362e-05 0.0001145792713230662 1.8386587959402532e-05 0.00013457735833508958 -0.00014084923030700938 0.0002475960181055631 2.6889841260198106e-05 -1.7148075075247548e-05 0.00014751537531968771 -2.3069548597218521e-05 -0.00010805268037148637 8.5838502746899111e-05 -2.5231892696874941e-05 0.00027185856603125858 0.00071779523012772701 -0.00019993133961378781 -1.352991716338838e-05 -0.0006532846054294832 4.9990239029877801e-05 -0.00019611789776599733 0.00059917441304940464 0.00049027566937083283 0.0013478594977702578 -0.00025993830376620656 0.00024439891380038985 -0.00025161712920244398 0.0013812864178572566 0.00040774008430593048 -0.00021197982676153635 -0.00030714617142232415 -0.00083868071443275185
leaf_count=94059 10001 33966 1190 10952 572 47352 22772 11077 44540 20167 9479 7767 3756 104 5208 13426 328 1923 4542 239 342 56 2375 1349 9608 34 698 3212 758 79
internal_value=0 -0.0057024 -0.064084 -0.0245037 -0.165272 0.00140282 0.0246219 0.0587571 -0.0189828 -0.0466814 0.0334506 0.0812246 0.141919 -0.199066 -0.0126203 -0.0736065 -0.028779 0.0135773 -0.111131 -0.0204914 -0.116545 0.0941612 -0.0237218 -0.0154196 -0.24187 -0.13595 0.0357405 -0.114432 0.085592 0.285121
internal_count=361931 267872 37550 26076 11474 230322 107779 54851 122543 68670 43774 21002 13235 10902 52928 18962 13754 53873 6521 48503 11328 1979 48264 45889 9712 10986 14748 3989 10759 777
shrinkage=0.000980392


Tree=4134
num_leaves=31
num_cat=0
split_feature=785 519 728 660 852 21 727 382 507 816 872 1223 359 396 81 675 1381 1450 789 1443 1457 1113 1110 902 981 1185 626 1174 590 689
split_gain=17.5852 18.1159 22.2733 24.3227 27.0732 26.4511 21.9826 23.4572 21.0932 21.0796 26.0369 24.398 22.8781 21.9124 24.6968 21.2657 20.7983 20.2835 20.2136 19.8171 19.6675 19.3976 26.2062 22.7951 23.2608 23.1925 20.3449 20.1097 19.3247 20.2134
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 1.0000000180025095e-35 1.0000000180025095e-35 0.65809631222906606 0.98567350059335823 3.0757328524286596 1.0000000180025095e-35 1.2060567505590838 -0.65020177052412809 -1.1123689687662057 1.3006397995630099 0.61467928808618666 -0.28900078866492313 1.1248358748350926 1.593744732512876 1.3789366748870187 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.60749452268532422 -0.58033782246054733 0.58895901036483078 0.86385367930994306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 21 -5 -3 18 -2 10 16 12 -11 15 -15 17 -7 -13 -8 -6 -18 22 -4 26 25 27 -24 -25 29 -10
right_child=1 6 3 5 19 9 7 -9 28 11 -12 13 -14 14 -16 -17 20 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=3.9384279575662372e-05 -4.0453305179009166e-06 -3.8871906756962329e-05 6.9450553511250635e-05 0.00018319728937352502 9.7101571032029161e-05 -5.2592548007048534e-05 0.00023926339190812518 3.1416298331938022e-06 0.00017973574081794211 -8.9774204006990769e-05 0.00024422764021241907 -0.0002069761514579701 0.0001582997282678799 -0.00050817853566847353 0.00016137333295952708 0.00034724862044004036 -0.00014676416580460718 5.8387575332232927e-05 -5.6892175950991126e-05 -0.00010808658499371183 9.2956003979466749e-05 -0.00011138004412517893 -0.00031121190720572058 0.0017190749365798383 0.0013160206462348389 -0.00020403169573546547 -5.2377114845713211e-05 0.000279105728204898 -0.00013399806949752248 -9.7998857304233618e-05
leaf_count=29559 48652 9447 14507 3398 17377 120636 5244 5700 7617 16244 1248 2533 1791 354 7247 496 29417 2383 1127 3164 2238 12546 2268 64 82 358 13146 174 1387 1527
internal_value=0 -0.0169306 -0.0221219 -0.0326167 0.00635188 -0.0472904 0.042662 0.099576 0.0172777 -0.0509462 -0.064112 0.00167721 -0.0589029 0.0678219 0.142295 -0.0332641 -0.0675276 -0.077715 0.187313 0.0722817 -0.129756 -0.0289395 0.00128985 -0.0661783 0.34096 0.163852 -0.0859286 0.723334 0.104256 0.140101
internal_count=361931 332372 310854 251671 63686 187985 21518 12071 59183 184587 153539 31048 18035 13013 7601 5412 152291 4916 6371 20541 31655 43145 30599 16092 678 596 15414 238 10531 9144
shrinkage=0.000980392


Tree=4135
num_leaves=31
num_cat=0
split_feature=545 959 1370 947 115 968 51 112 705 912 992 410 905 12 1220 426 353 21 402 696 913 1469 1468 269 565 687 429 195 1390 968
split_gain=16.2661 18.0438 21.8394 21.8825 21.8352 20.6887 19.5736 21.776 21.2637 21.8636 21.8381 20.8165 21.8499 23.4239 18.961 18.4582 18.2916 17.8314 24.512 24.0431 24.0246 22.1915 25.7729 23.0875 21.331 23.0317 20.5683 19.8719 22.0128 19.5669
threshold=-1.0372938969678034 -1.2907225086880219 0.70223084764880606 1.641280574724302 1.0000000180025095e-35 -1.6136041405756469 1.8613588887694643 2.2718117149406565 1.3612027609086828 -1.8053664850396696 0.6146227839635201 1.0000000180025095e-35 2.1634110522059333 0.78777253974931549 1.495477173205306 -1.5429622078151355 3.0900063795199553 -0.32341995197817647 -0.92710518500779682 -0.80807995734958527 0.33239220356726068 -1.2319146079207914 0.19824556727861756 -0.67312717757827156 -0.61676271264978377 0.31595933703903267 -0.15439967657725556 2.0820612608632372 -0.27925878422192713 1.2756814351844687
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 7 8 17 -10 -11 12 13 -8 16 -7 -6 21 -19 20 -20 -3 24 -24 29 -26 -27 28 -28 -23
right_child=1 6 3 -5 14 15 11 -9 9 10 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-4.0934650481547124e-05 4.1765260346653148e-05 0.0001522520539304011 0.00014252019061941897 0.00025477247323427518 -0.00013366642328781398 0.00072742143959501763 -0.00012722837561710338 -0.00012082143526234945 -0.00062066279776366558 5.9021377605285618e-05 0.00027298901646331835 -0.00027723264346828341 0.00097315021083097095 0.00035904986723528371 0.00050042745338110914 -0.00024393303582671458 0.001392692736421587 -0.00010347246499414062 0.00011594773439493727 -1.5809358480149367e-05 -1.8840041575285226e-05 -6.6755826742252762e-05 -6.367415101667112e-05 0.00014024705481908216 -4.2053221934581619e-05 -3.121248624561052e-05 -1.0976825844679051e-05 0.00055212303223602804 0.00019013974117003491 -0.00039257735675960327
leaf_count=94059 14748 5844 1190 572 10952 104 3134 8858 282 10777 2717 3369 87 624 342 9608 34 13192 14599 95889 11039 8517 4054 12026 17034 6224 4246 466 6195 1149
internal_value=0 -0.00269525 -0.0566767 -0.157289 -0.0173642 -0.191104 0.00386101 0.00722901 0.0109971 0.0943568 0.104877 -0.123974 -0.01165 -0.0434805 -0.10908 -0.233953 -0.12858 0.00507204 -0.00944717 -8.53251e-05 0.0602868 0.0356266 0.0213042 0.0982939 -0.00764517 0.0180216 0.0746897 0.13055 0.110292 -0.10654
internal_count=361931 267872 37550 11474 26076 10902 230322 223108 214250 13776 13494 7214 3845 3758 11328 9712 10986 200474 134719 121527 25638 65755 59911 16080 43831 34165 17131 10907 10441 9666
shrinkage=0.000980392


Tree=4136
num_leaves=31
num_cat=0
split_feature=1454 1452 21 1464 1465 1465 1451 1451 1465 21 21 1467 1466 1451 1460 1463 1450 1467 1450 1452 1463 1463 1463 1458 1461 1456 1463 1468 1467 1462
split_gain=10.5619 21.09 35.1066 32.5809 37.8108 43.6575 36.7593 37.7118 36.8691 34.6355 32.8164 42.7517 30.4783 29.6491 28.8352 33.5254 28.5761 28.5674 28.539 46.9921 39.6248 46.484 40.2313 28.3147 35.662 38.6221 39.7557 38.6786 45.3159 38.5766
threshold=-0.2363894608792538 -0.58911782507014421 -1.0798509198017876 1.2591636618135829 0.87082813740988774 0.92950558758689994 0.59897055457132509 0.11757366443131641 0.84595576380118198 0.81122649975724037 -0.51252769393407926 0.75638145547374891 -0.27546937187240134 0.43306149721146375 0.034164217605097483 0.6663052748700633 -0.090280543359351748 0.254489633896615 0.50442211486691491 -0.48681646279257074 0.29882605968400883 1.2337315408238476 1.6419044020710636 -0.6420356832362869 0.71805535841975177 0.54917403837024492 1.9039566439795295 1.0056208477415762 0.37373038027810929 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 4 6 -6 7 8 10 -9 11 -1 -7 -11 15 -3 -5 -16 23 -20 -21 -22 -23 -4 25 26 -25 28 -27 -26
right_child=-2 2 18 16 5 12 -8 9 -10 13 -12 -13 -14 -15 17 -17 -18 -19 19 20 21 22 -24 24 29 27 -28 -29 -30 -31
leaf_value=0.010696537725350839 0.00046541888014073747 -0.017284342377292081 -0.0038995576993495207 -0.024909653104022319 0.059523966461279658 -0.01553936514383702 0.01216255020046037 -0.010843933895360676 -0.059721818610430022 0.036180542314368173 -0.00034448118993758887 -0.0075457158623502638 0.020421891850114778 -0.010739210669635643 0.00895146614529547 0.0049476407011534961 0.009707119699086296 -0.017842432090623837 -0.028531981442773965 -0.00026137643534744777 -0.02862024378256145 0.024777058034520471 -0.030215729164723756 0.00044151641417277592 0.010388940661867935 -0.012967864849051689 0.023301364301796662 0.011526290540286838 0.007611346631207357 -0.0056195045642633877
leaf_count=10059 170822 7866 27161 1384 244 538 3618 6621 215 331 31277 2626 1152 359 2178 1554 461 908 1532 8950 1708 471 320 54868 8464 9171 987 1375 1963 2748
internal_value=0 -0.0163864 -0.0338159 0.0210531 0.0307726 0.357036 0.0191483 0.00210926 0.0283256 -0.158679 0.0322454 0.141606 0.204312 0.31582 -0.175668 -0.263672 -0.30546 0.0269909 -0.0225934 -0.130504 -0.0817155 -0.344687 0.115182 -0.00965215 0.0130536 -0.00866565 0.0181357 -0.132937 -0.184666 0.132932
internal_count=361931 191109 132224 58885 57040 1934 55106 51488 44177 7311 43962 12685 1690 690 12506 9420 1845 3086 119718 12981 11449 2499 791 106737 79576 68364 55855 12509 11134 11212
shrinkage=0.05


Tree=4137
num_leaves=31
num_cat=0
split_feature=1440 1085 498 1286 141 288 438 281 286 317 836 1153 1166 707 977 213 1187 277 282 293 76 824 1265 967 841 1183 355 1258 637 149
split_gain=10.6076 13.1166 17.9096 16.411 16.2101 16.4315 16.8172 19.2454 19.533 23.4083 23.0837 17.756 15.8679 15.7832 15.9489 17.9823 18.4977 18.7508 17.8947 17.5738 15.6613 16.1076 16.6222 15.5089 15.4852 15.2974 21.849 19.0231 25.5694 18.5669
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.82911433652524 1.0000000180025095e-35 1.9266540625236714 1.5505249178599187 -1.0984622087020131 -0.67271654363570632 -0.42182473200498449 1.0000000180025095e-35 2.2834551684506583 2.5173098417833457 1.1741448191952919 -1.657965947869253 -1.2545104466607426 -0.60274747864699518 -0.58661188552737997 0.38180469906219539 -0.55463344240363854 0.92162946731497131 -0.99747602187126894 -0.40549369063228485 1.0000000180025095e-35 -0.037604097333248938 -0.19586179681694191 -0.5108123016221392 0.88889379995247275 0.036507626692588287 -0.43546225168100444 -0.18545202995534943
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 20 8 12 11 13 23 -8 -11 15 16 -15 -18 19 -16 21 22 -3 -10 -5 -9 -27 28 -28 -29
right_child=1 4 3 24 -6 -7 7 25 9 10 -12 -13 -14 14 18 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=5.3643750866116287e-05 -0.0054691894266531557 0.0039601072540188954 -0.0090409202845303811 0.043396412655329397 0.013148230686254456 -0.012241909780798923 -0.021689040254190786 -0.0018453970675872981 0.028313251448090573 0.034686643574748877 0.032971888018255478 0.12592890677274735 0.031455875193397313 -0.046446261209771786 0.016316649722850837 -0.059356874180447751 -0.00096289100071818073 0.13405878505324428 -0.020811518253167696 -0.0099984558772625368 -0.01635288240109483 -0.019734164143262106 0.070697653222230816 -0.0095562806545256146 0.0033093388437733609 0.0032020664230275361 0.00058815321074523301 -0.019374346745430759 0.040280128633008214 0.017686866022321026
leaf_count=313467 22227 137 401 317 1159 1724 1407 5106 431 120 196 20 79 116 675 299 67 31 1021 1052 1895 188 78 276 261 7211 391 355 742 482
internal_value=0 -0.0398166 -0.0910097 0.240229 -0.00393931 -0.0184037 -0.000184762 0.0207518 -0.107445 -0.0191644 -0.111848 0.372375 -0.362177 -0.169229 -0.206903 -0.706078 -0.0417062 0.840605 -0.138215 0.0191996 -0.218079 0.226619 0.634207 0.305367 0.492254 0.0653882 0.125333 0.351966 0.560131 0.0790396
internal_count=361931 48464 23206 979 25258 24099 22375 20077 5790 4304 3577 727 1486 3381 3261 513 214 98 2748 1727 2298 403 215 707 578 14287 9181 1970 1133 837
shrinkage=0.05


Tree=4138
num_leaves=31
num_cat=0
split_feature=545 959 1094 51 112 410 905 12 795 705 470 321 671 484 702 646 1174 1361 54 771 930 195 548 1251 851 982 693 652 85 395
split_gain=17.1818 19.4447 22.0304 19.7573 21.8496 20.831 21.8636 23.5055 20.2447 24.9159 23.7047 20.0618 19.646 21.6192 22.6006 21.6047 19.9887 18.961 18.5454 19.3545 20.0319 25.12 20.7201 19.6052 19.4397 23.0977 18.8884 18.494 18.8806 18.1854
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 1.8613588887694643 2.2718117149406565 1.0000000180025095e-35 2.1634110522059333 0.78777253974931549 -0.29258408639884992 0.28191752204954684 0.66595742291584703 0.46728705763592832 2.6425086185778714 -0.38529859338704892 0.82247273120287534 0.52332193018248507 4.967159382618811 1.0000000180025095e-35 2.0367191565872536 1.8821439160418587 1.0000000180025095e-35 1.0000000180025095e-35 -0.40317080334297789 0.048057618517641711 -0.33811283005707693 3.2926812086428403 0.49057450213545506 1.8627252675032671 -0.84545125545748279 2.6319337651347476
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 7 -5 9 -3 18 -12 13 16 27 -14 -10 29 19 20 21 22 -11 -24 -22 -26 -20 -15 -29 -4
right_child=1 3 17 5 -6 -7 -8 -9 12 10 11 -13 15 14 -16 -17 -18 -19 26 -21 24 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-4.0439052592000759e-05 2.4426456230979217e-05 -8.3442086592212252e-07 -0.00022542053350957099 -0.00012618552883158411 -0.00011925524549150135 -0.00027617027817135895 0.00097476459168523264 0.00036105893002258681 3.2816233473247868e-05 -5.0852122624744086e-05 0.00019767451819482603 -4.8123442926679126e-05 -2.5815965406611552e-05 -1.5457455040481659e-05 -9.5744900031444755e-05 -0.0003815863815726327 -0.00095085410138582584 -5.4910379943013589e-05 -0.00021511753709962643 0.00015001811186825248 0.00014181652310250886 5.283193562824761e-05 -0.00017891329479159893 -0.00065651532845719741 -9.9620063210789977e-06 0.00098948417855519483 0.00016255888161520584 -0.00027300336868136442 0.0002317767167804102 0.00095019764452442055
leaf_count=94059 13044 48688 10168 3134 8858 3369 87 624 48847 2869 8756 1778 1718 40522 18670 1358 112 14263 2466 8409 8834 5497 1369 899 9388 111 874 474 2611 75
internal_value=0 -0.00108973 -0.0571362 0.00571923 0.00910387 -0.122761 -0.0103689 -0.0422279 0.012879 0.0361294 0.0697799 0.159691 -0.00735859 -0.00226425 -0.030925 -0.175008 0.0315243 -0.10578 0.0446303 0.0586282 0.0314308 -0.0487772 -0.169161 -0.357992 0.0741025 0.00197709 -0.117102 -0.00288722 0.16594 -0.215717
internal_count=361931 267872 37550 230322 223108 7214 3845 3758 214250 99938 51250 10534 114312 111236 62277 3076 48959 24506 40716 37376 28967 10634 5137 2268 18333 9499 3340 43607 3085 10243
shrinkage=0.000980392


Tree=4139
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 597 497 498 1104 727 913 84 560 1467 714 588 906 689 421 588 513 746 1241 290 1443 1452 1470 934
split_gain=24.4608 20.6498 21.7073 25.2867 25.9351 19.2907 43.1694 19.2838 18.5817 25.0751 19.52 18.2371 18.2133 19.8457 19.6863 18.0365 17.9918 40.3059 30.8544 25.9265 23.5964 23.5654 22.1151 28.0052 24.5945 21.9882 23.5152 20.1969 32.2147 21.9356
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 3.1596628491584919 0.13067971497466105 1.69116793757109 0.63515767152532354 1.0000000180025095e-35 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 2.6287012352426902 0.71188872395471614 1.0454229551509682 3.6288968102052546 -0.67919258870259713 1.979635823759073 1.3123186738111605 0.79547082264194502 1.1605466117522381 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 7 8 12 6 -3 15 9 -4 -11 -1 14 -14 -5 16 21 18 19 -18 25 27 -19 -24 -25 -21 -27 29 -29 -2
right_child=1 5 3 4 -6 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 17 22 -20 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-1.5556746544394176e-05 7.267958226936231e-05 -5.1341940577384474e-05 -0.00030191170523880358 -0.00040642063363408466 9.641119053222236e-05 -6.2611640532361066e-05 0.00037953593996512577 0.00022943019084280576 5.3329256336182163e-05 7.0667678084120232e-05 0.0014287715652808314 9.3525140502922796e-05 0.00036176494612325726 -0.00072565283834862492 5.2709562616105532e-05 0.00013603743654835084 6.3004540496543608e-05 4.7065215507275041e-05 -9.9144096737583748e-05 -4.6380368961366843e-05 -0.00043799203062643097 -8.9469810695281868e-05 0.00040528520336922594 -0.0015862200856798703 2.4941488000939067e-05 0.00017639355162610968 -0.0002912220243415205 0.0001103500729965981 0.00079638735661393398 -3.988152334562942e-05
leaf_count=12551 17058 4821 2623 676 21461 93730 1384 1237 1899 198 53 17008 107 458 2130 3115 13647 6941 45400 74133 992 9073 1501 55 141 3253 649 6211 312 19114
internal_value=0 -0.0210104 -0.0102222 0.0449464 0.0719714 -0.0535702 0.0745183 -0.019133 -0.107434 -0.23157 0.395609 0.0461628 -0.11662 -0.511773 -0.0445735 -0.0211368 -0.0241274 -0.0373132 -0.0480151 -0.0250603 -0.0414859 0.0127254 0.100803 0.314411 -0.413635 -0.037585 0.115387 0.0359533 0.149948 0.0137374
internal_count=361931 332372 232437 29605 24832 99935 6205 202832 4773 2874 251 29559 3371 565 2806 201595 198480 146712 138074 92674 79027 51768 8638 1697 196 78035 3902 42695 6523 36172
shrinkage=0.000980392


Tree=4140
num_leaves=31
num_cat=0
split_feature=728 1394 784 990 927 582 1390 56 873 755 296 795 118 609 475 781 560 868 981 1047 566 12 1390 1469 348 921 1469 437 354 20
split_gain=10.6659 13.7757 15.4999 17.1086 18.7307 16.1925 16.8978 15.9054 18.2217 16.6855 17.2292 15.2146 20.4307 28.7337 20.9685 23.9657 22.4368 20.5944 19.1408 21.3015 19.0127 18.1337 17.8451 18.9556 20.0768 17.1965 17.0679 17.042 16.8461 18.4732
threshold=1.0000000180025095e-35 -0.89507556284558343 0.9594655836162902 0.65656536832909496 1.0483613175537825 2.1384355827858248 -0.88615045850552099 1.5243871133269826 6.7197422911487257 0.27356497111670858 -0.53057862309953518 -0.29258408639884992 2.3787456441485824 -0.93177752141597858 1.0000000180025095e-35 1.0000000180025095e-35 0.41583938415036964 0.53022336195039899 1.469577105443127 2.6346259685590301 0.085042964455638886 -0.72349294080473925 0.5596797066995115 -1.3460032622719822 -1.0656746910253208 -0.67154223374145228 0.39286519370133877 0.6969940432508801 0.71420690864582526 -0.73448447838786823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 7 6 -6 8 9 10 -5 12 14 -14 15 16 17 22 -13 -20 27 -21 23 24 -3 -24 -25 -18 29 -16
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 -12 18 13 -15 28 -17 20 -19 19 21 -22 -23 25 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018465753499909633 -0.0012812343413217261 0.041441413353902452 0.0014264940983974644 0.0016805509878305112 0.033481039294724749 -0.062466764818000557 -0.012611245020061458 0.026012169558999709 -0.078272114032635107 -0.0050896386930303142 0.015586148985928193 -0.001582036514949414 0.02435641418471645 -0.016845103476898576 0.0064017277287706899 -0.00051729527345666256 0.014671711849934592 -0.013139178394514357 0.0026427976786436817 -0.087236131134188932 0.0062969415394183298 0.034162566537622965 -0.0038021752719251314 0.0048010449142593531 -0.044878910252383927 0.013159478714277984 -0.0030363379090455229 0.046214068123738655 -0.0059446295005544424 -0.00094296470719547147
leaf_count=43725 109090 38 28315 1595 102 66 489 552 30 1064 2860 77071 322 2010 5621 16666 2226 1192 8664 20 6844 303 1126 10903 184 3709 5452 225 7593 23874
internal_value=0 0.00394106 0.0110235 0.0526818 0.149459 -0.18894 -0.0851367 0.187322 0.150984 0.15994 0.214 0.00185016 0.023326 -0.218158 0.0284359 0.0587072 0.0952794 0.0553306 -0.0194628 0.0747471 0.185808 0.584278 0.0703705 0.035103 -0.596635 0.193479 0.0444947 0.352994 -0.014286 0.00966403
internal_count=361931 252841 209116 35073 6758 657 591 6101 5549 5519 4455 174043 87985 2332 85653 48565 31899 22604 86058 8987 9295 323 21412 16577 222 4835 16355 2451 37088 29495
shrinkage=0.05


Tree=4141
num_leaves=31
num_cat=0
split_feature=519 858 712 1092 1102 257 62 1252 424 1327 1469 1311 976 208 927 420 220 1329 355 146 382 565 759 1380 423 1325 1182 158 836 1051
split_gain=10.6109 21.0692 21.4559 18.4324 18.7221 17.4445 18.7268 21.7606 17.4185 16.7433 16.7443 16.184 15.0571 15.1079 15.7802 16.8517 19.7681 15.3218 15.1599 21.667 14.7023 22.0284 17.8723 14.699 14.3108 14.3065 14.2518 14.2364 14.4733 14.1074
threshold=2.1420547332082829 1.0825608069246189 1.0000000180025095e-35 2.3042309584921359 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.359454418041617 0.83597662768268044 0.36570105724334101 -1.1847055095685743 -0.7629002469148668 -1.3305655799810407 0.88081114289233364 1.0483613175537825 1.8836420483414584 1.4767263167722047 2.6293439955166282 1.4218347872305723 -1.3664004100903628 1.0000000180025095e-35 0.85897660060945491 1.6752288228516297 -0.63367800154218989 -1.189216283967047 -1.3324694976919418 0.061043422821975869 0.78405378472076703 0.13242381015292806 0.98269863617635345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 5 11 6 7 -4 -9 26 -11 -5 -2 14 15 18 -17 -15 -14 -20 21 24 -23 -10 -7 -21 27 -6 -29 -3
right_child=1 29 3 4 9 20 -8 8 23 10 -12 -13 13 17 -16 16 -18 -19 19 25 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00036063921628540338 0.016584465209350332 -0.0098179636025928583 0.052883164118953975 -0.052101467170865612 -0.032542490452576518 -0.018847467336366046 0.0071753387126219622 -0.0035278666225662409 -0.071118756755657431 0.033140781815917869 -0.060686619541909848 0.018347171423398818 -0.001597241605586905 -0.016152581546258298 -0.014512274463688369 0.035663522692510073 -0.054813250533579376 0.071723825470792896 -0.058878742969303947 -0.050740987602092918 0.0063824746958568452 0.041698570318204516 -0.052003208848970445 -0.017964525393135655 0.015030088123029342 0.026757140669088353 0.033504373910993597 -0.020674607788484248 0.056932990236499829 0.012767537053725837
leaf_count=338398 576 2452 59 42 220 151 3812 1289 94 23 145 311 5292 1224 852 252 38 29 65 47 2831 471 27 252 1964 488 70 58 42 357
internal_value=0 0.0407326 0.0645638 0.122452 -0.15892 0.14753 0.0610557 -0.131003 -0.182542 -0.395164 -0.945611 0.211807 -0.0194379 -0.0432593 -0.00597865 0.0320576 0.526864 -0.283651 0.0055994 0.336067 0.23164 0.347923 0.744897 -0.639433 0.251248 0.4509 -0.162194 -0.348853 0.280257 -0.135808
internal_count=361931 23533 20724 11861 911 10950 5506 1694 1635 558 168 353 8863 8287 7034 6182 290 1253 5892 600 5444 2613 498 346 2115 535 390 320 100 2809
shrinkage=0.05


Tree=4142
num_leaves=31
num_cat=0
split_feature=1022 1016 959 1458 1436 1040 885 1361 1092 148 744 212 1355 285 1357 993 1078 597 1355 147 280 1176 1106 1182 1299 963 1464 1438 357 1469
split_gain=17.0769 35.2178 22.7449 24.0203 23.3865 24.6968 20.6985 20.2835 19.9797 22.3373 22.057 21.8605 19.3131 19.188 19.093 21.6098 18.8456 18.4543 18.2071 17.815 17.5729 17.4058 18.5119 17.2321 17.1668 25.9997 23.2287 17.7808 19.3595 17.0708
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.98621059485438678 2.6054386111478895 1.0000000180025095e-35 -0.78961718324066832 4.8263866747680533 1.0000000180025095e-35 1.0127093791323547 -0.27151526131196574 1.0000000180025095e-35 -0.44799737912474341 0.78446141766648569 -0.61412341385769598 1.3962008022525787 -0.4653576839682016 2.3773680579807461 1.3592535390735871 0.78446141766648569 1.2805806447475165 -0.91960730060179607 1.049437318506887 -0.77888161805671874 -0.92834035165510242 1.3882238010523584 0.28471705835475564 0.14959824411713507 0.73556760293882195 0.80889012478079303 0.99084710616275229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 24 -2 10 14 20 -5 -13 15 -10 -17 -7 -15 21 -11 22 -12 -24 27 -26 -27 -4 -29 -28
right_child=8 -3 3 12 5 17 -8 -9 9 11 19 13 -14 18 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 26 29 28 -30 -31
leaf_value=-0.00019648459036920057 -7.1858379390657047e-06 -2.1072821998620373e-06 -6.8357475339073247e-05 0.00041747749088401673 -0.00027962722223058377 1.4247016992914984e-05 0.00038964727055963239 -2.8993133119164482e-06 0.0001783060322655874 0.00036000818535016906 -0.00020815928430285301 1.5729748328972819e-05 -0.00026844821918619124 0.00019195029303366022 0.00046265838761937292 -0.00018279152190600202 0.0013545775013404555 0.00028251319310024036 0.00050736726866876247 -0.0017992397741376411 -0.00011229713614943423 -0.00022039348740115182 0.00038833455812066492 9.6808274071084606e-05 -0.0004663089538467644 -0.00026908580079756424 4.9439449412890866e-05 -0.00013327428070709525 -0.00043495013776274043 0.00096095303669392704
leaf_count=18243 166093 90468 23083 836 1745 11041 374 8507 878 387 756 2164 273 4957 255 4661 40 1315 838 23 2293 764 990 5575 2623 2755 1101 6221 2547 125
internal_value=0 -0.0304711 -0.0759319 -0.0585297 -0.0665784 0.0159995 -0.0980858 -0.104506 0.00245481 0.0574366 0.00266214 0.130119 0.265445 0.183515 -0.0947472 -0.119773 -0.175332 0.0490279 0.245976 0.0734335 -0.0396734 0.0784702 0.109523 0.143829 -0.135604 -0.262062 -0.123902 -0.107996 -0.22311 0.164454
internal_count=361931 171257 80789 62546 61437 14101 47336 46962 190674 24581 13942 10639 1109 7959 5834 5579 4701 12356 5795 8108 2680 8085 7321 6565 38455 6604 3981 31851 8768 1226
shrinkage=0.000980392


Tree=4143
num_leaves=31
num_cat=0
split_feature=785 519 728 852 557 974 740 769 1119 150 279 837 412 284 1177 885 1449 718 651 689 583 513 390 69 1243 1463 1189 670 827 591
split_gain=28.62 18.6927 18.4879 18.48 24.5754 26.7939 21.0062 22.2277 18.8499 18.2179 18.2542 17.4495 21.6808 18.221 19.4448 17.3326 25.8422 22.0871 40.3564 32.3453 32.0478 26.1211 25.0022 23.3274 23.0474 24.9444 24.1594 22.5732 22.5126 21.7967
threshold=-0.86283290253235112 -0.830672104868595 -0.49008176997875957 1.0747610123934368 -0.64171342086905858 0.87952607870720578 1.6535846841559774 0.16349999483111913 -0.84477101457835646 -0.9244276326628319 0.70630972510085221 -0.024445983609339975 1.3163541034535433 2.2154822803873588 1.1554228240134157 0.35018306414905159 1.2399523804183812 1.0159173274103563 1.1107569744011787 -0.64429193114355554 -0.55326332990463356 1.0454229551509682 1.3699260936129689 -1.6556599328736439 -0.60272779677961419 0.63242675378998692 -0.83903255383819564 2.5123120838752189 0.66757661553793757 0.26941944963516368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 15 -5 -6 9 8 -8 -7 -11 12 -2 -13 -15 17 -17 24 19 23 21 -21 29 -19 25 27 -26 -3 -24 -22
right_child=1 3 -4 4 5 6 7 -9 -10 10 -12 13 -14 14 -16 16 -18 18 -20 20 22 -23 28 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00011309231201238606 -5.1242994612815795e-05 -2.5119672863807604e-05 6.7547470416859311e-05 -7.2830360466127967e-05 9.4532945678475221e-05 -0.00043216622098224308 0.00044007543109270245 7.9501684655316799e-05 -0.00085443165166284392 -8.4613704839953382e-05 0.00024365885451169269 -0.00013928970076555126 0.00017396108353315818 8.3820296831258826e-05 0.0011945573699972303 -9.0658352896217909e-06 0.00012846968807845495 0.00060952823312274303 -0.00019800978912443688 0.00024502114804264005 -9.8593116942523681e-05 -0.00010036412733536659 5.2400893844006549e-05 -0.00012839893966062603 1.1409425018907493e-05 0.00011454925274320448 -9.1211847453757239e-05 -0.00048226561174657376 0.00067304523302412381 8.2482093579917416e-05
leaf_count=3396 26939 32535 26163 9170 22232 547 51 235 395 2219 1097 22277 2206 508 95 70344 6617 208 3984 6727 7178 1191 602 6093 17779 7021 75748 785 432 7157
internal_value=0 -0.0223207 0.0502517 -0.0154137 0.0317338 0.0641469 -0.0874217 -0.424298 -0.707646 -0.0225726 0.031448 -0.068316 -0.0296967 -0.127132 0.273312 -0.0230756 0.00391994 -0.0376658 0.0144625 0.04393 0.0833064 0.195521 0.0183372 -0.103561 -0.0524979 -0.00544903 -0.0745251 -0.0342124 0.336175 -0.00991847
internal_count=361931 332372 29559 280347 35946 26776 4544 681 446 3863 3316 52025 29145 22880 603 244401 76961 167440 33572 29588 23287 7918 15369 6301 133868 40341 93527 33320 1034 14335
shrinkage=0.000980392


Tree=4144
num_leaves=31
num_cat=0
split_feature=785 263 119 150 1470 56 264 54 183 1042 72 1016 908 802 710 978 335 764 736 368 1158 422 1357 836 659 142 1112 1181 1061 942
split_gain=19.4288 18.724 25.3847 23.5 22.1652 24.0595 21.4806 20.1095 20.6078 23.8273 19.758 18.7661 18.1669 18.1176 19.2254 22.2619 20.3752 20.5354 18.8666 18.3713 17.9881 17.9522 17.6905 17.9376 22.4099 19.944 18.208 18.1701 20.3676 18.0551
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 -0.52571317712276111 -1.319112866592808 1.0000000180025095e-35 -0.92193233685461917 -0.42445565733332025 -0.47672773491226839 1.2133966642365142 -0.81726400311283431 0.65834228227133607 1.9619042221066281 2.3997028388336878 -0.0084686340582704467 -0.96697274889469431 1.8693870961107655 -1.7715234119995087 1.0000000180025095e-35 3.5064279437345744 4.7212186050727922 2.7615333441037166 1.3962008022525787 1.0279552327911667 -0.65794869715300641 -1.3909252670516077 1.4932233240073238 0.79938039232491753 0.6024866778508523 2.231519495564001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 7 21 -6 -9 20 -7 -8 -11 14 16 -16 17 -12 -18 -19 -10 -5 23 29 26 -26 27 -25 -29 -4
right_child=1 3 22 6 5 10 11 8 9 12 13 -13 -14 -15 15 -17 18 19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=3.9979381939932763e-05 7.6254389745508604e-05 -4.2776781607597199e-05 2.8539837799818016e-06 -0.00010214234527224675 -0.00018671025053684643 -0.00013335276503057889 8.0935765160748127e-05 -0.00015027051886810252 4.4947748235405709e-06 -0.00036101492733358443 0.00085809091291845518 -3.8421506798569999e-05 0.00080867455558869506 -0.00035548766732490891 -0.00021130846345207904 0.00010681815320601804 -0.00017980005420771515 -2.5451587716993488e-05 -0.00091827239864772934 -0.00070894150320122921 0.0019287958667284176 0.00090282437442653566 -9.3572958925200588e-05 -7.8343228350007528e-05 -0.00071145826391006632 -8.0026905161554036e-05 0.00047594013476215077 0.00048360689514077306 -0.00026522016785903043 0.00014441597536888102
leaf_count=29559 5456 25045 105574 5847 22088 11132 29429 19241 19207 2647 143 6705 121 1375 1666 10395 844 23080 398 292 26 74 14743 2170 282 18973 475 613 285 4046
internal_value=0 -0.0191464 -0.029266 0.0123762 -0.0601479 -0.0698021 0.0417912 -0.112586 -0.0763331 -0.0212343 -0.0336545 0.0594503 -0.30742 -0.0107649 -0.00329265 0.073778 -0.0402585 -0.0268669 -0.373868 -0.0320585 0.00815892 -0.0882733 -0.0107662 -0.00324777 -0.0599298 -0.0897146 0.104315 0.0363803 0.298179 0.00915223
internal_count=361931 332372 265272 67100 118111 112655 42055 63330 41242 22001 49325 36134 2768 38193 36818 12061 24757 23515 1242 23372 19233 5921 147161 132418 22798 19255 3543 3068 898 109620
shrinkage=0.000980392


Tree=4145
num_leaves=31
num_cat=0
split_feature=43 188 1322 1164 1460 783 905 637 1071 1323 1393 1454 275 1104 294 556 215 706 288 1085 691 1462 554 21 679 1454 1454 125 14 943
split_gain=10.8741 13.6277 15.4521 14.6394 16.4748 16.4381 17.5915 18.9846 19.5544 17.9032 17.7511 17.4406 16.7341 20.0179 18.1708 17.4783 16.567 16.4084 17.7602 23.7092 22.8683 24.4625 17.6958 16.2392 22.9476 23.1612 21.8238 21.4756 22.17 20.8245
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.9678569963309858 1.0000000180025095e-35 0.11515946801196487 -1.0732212767954836 -0.26122049443864587 1.1277995116307094 0.69084194168817237 -0.96680679432007743 -1.0741620386501125 -0.2363894608792538 1.4897919452469821 0.090803094907087087 1.3642485751417948 1.2030601784817601 0.99201512523681956 0.052407175084604754 -1.3689037733473681 0.65345832377966362 -0.21361854670660407 1.3931481072948251 1.4056784746188187 -0.32341995197817647 1.3590407435377796 0.54504201778324368 -0.58754815837321106 1.5320262332576917 -0.66882850871114552 1.4693784537238983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 12 9 8 11 -7 -11 17 14 -14 15 -3 -9 -8 19 -19 -20 22 -22 24 25 29 -26 28 -25 -6
right_child=1 3 -4 -5 23 6 7 16 -10 10 -12 -13 13 -15 -16 -17 -18 18 20 -21 21 -23 -24 27 26 -27 -28 -29 -30 -31
leaf_value=0.00010398450002644148 -0.0032750076359798841 0.011824344980523968 -0.020495276545292752 -0.0068296235281638078 0.014531097411981331 0.013048312521374866 -0.011470848168459443 -0.024849068542737995 -0.013975773711366336 -0.015308084601033226 0.0017467004209650962 0.004483715474327854 0.061764394233323638 -0.0078345188479832465 -0.033087084212105031 -0.025349468383482184 0.0067577689870675986 0.013976620569331466 0.013116640559603925 0.16239771980680903 -0.021828898059807672 0.066434248783240321 0.031620551011440338 0.01272132973897604 0.065993193050769269 -0.010998085439247959 0.014224944678469199 0.032945519104586325 -0.0077126935006481719 -0.017686004549928188
leaf_count=287154 33810 1754 1242 5691 2856 1977 3026 1202 2011 1288 6691 4255 148 85 220 255 283 55 1060 20 1100 41 102 1005 153 772 268 208 2789 410
internal_value=0 -0.0325427 -0.0762118 -0.00402369 0.0126588 -0.0190621 -0.0394138 -0.0965075 -0.0646752 0.0395731 -0.00983671 -0.0196185 0.167644 0.742907 0.0992317 0.162067 -0.359906 -0.115181 0.0460442 1.22158 0.0051524 -0.243889 -0.329646 0.100993 0.198745 0.141025 0.688597 -0.00594511 -0.0494847 0.229394
internal_count=361931 74777 35052 39725 34034 25573 23111 13155 11670 9956 7979 9659 2462 233 2229 2009 1485 5404 2378 75 2303 1243 1202 8461 4459 4038 421 4002 3794 3266
shrinkage=0.05


Tree=4146
num_leaves=31
num_cat=0
split_feature=652 1368 1359 560 1036 703 1314 567 478 1391 71 127 556 426 1118 1117 425 429 931 291 647 14 593 1470 21 1386 1089 1110 1053 355
split_gain=10.7383 14.1967 16.1537 18.3938 16.4159 16.7779 19.7666 15.8452 17.9252 15.5942 18.8609 16.8084 16.1598 16.1073 16.7138 15.6603 19.9497 17.7146 16.5109 24.08 17.3679 23.6631 16.6867 16.3994 16.2435 19.3829 16.1653 17.6515 24.2721 23.4442
threshold=-0.98896428961744431 1.0000000180025095e-35 1.8113258030550952 0.9916469008219172 -0.98389985669203017 0.29748048654040443 -1.4358887501040034 2.5094887342694556 -0.30165440519428804 2.5519758839970601 2.4894729741945905 3.925674747449845 0.93534897807630613 -0.028817420980016172 -0.20216976044071386 -1.4370503267522989 -0.17289704302343911 0.71556682049593323 -0.97884380478572852 0.77584034978432104 0.5658880582823681 1.3385519134868267 2.1039576846146524 -0.55037900605658563 0.43301101584543472 0.25122009633746267 1.0000000180025095e-35 -0.24472024286594624 -0.052643054621824642 0.96054973101507435
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 -4 -6 -7 9 -9 11 12 15 -11 14 -13 16 17 23 19 20 21 22 -17 -3 -25 -26 -20 -28 29 -29
right_child=1 2 3 -5 5 6 -8 8 -10 10 -12 13 -14 -15 -16 18 -18 -19 26 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0014356397596478887 -0.0011381538955308437 0.019725548751910564 0.022070828973546758 -0.02080649692073305 0.00057548134149935232 0.051749803610431279 -0.016727249279497064 -0.0004915175549031676 0.027908679785064991 -0.0088855691348305055 0.070179822894832586 -0.029961026419729777 -0.048356981019085116 -0.04210740146436804 0.044542379711864241 0.0062768101565424993 -0.014720670386962093 -0.032906384372408455 -0.0009722400146961618 0.026243947065298853 -0.013866607012677119 0.041528707064703928 -0.049440521362937584 -0.010077957873831565 0.014731369484292628 0.14169815494739443 0.0037317818597669794 0.00069766586507797907 -0.0040504741239143277 0.010913403732507605
leaf_count=45881 188762 914 345 926 3297 66 1695 520 538 1381 34 105 244 361 85 1892 2570 257 41796 844 798 223 137 1196 109 23 33518 17397 12605 3412
internal_value=0 -0.00883727 0.0096465 -0.109831 -0.0542297 -0.0904617 -0.283614 0.0153516 0.280976 0.0127143 -0.218589 0.0157246 -0.258998 -0.458384 0.104805 0.0173281 -0.131848 0.0481054 0.0220925 0.180528 0.0709392 0.173963 0.0774882 0.125603 -0.0834944 0.75503 0.0172119 0.0385015 0.00122148 0.0469878
internal_count=361931 316050 127288 6329 5403 5058 1761 120959 1058 119901 1659 118242 1625 551 190 117691 5069 2499 112622 3894 3050 2252 2029 2242 1328 132 108728 66932 33414 20809
shrinkage=0.05


Tree=4147
num_leaves=31
num_cat=0
split_feature=785 728 728 852 1080 692 647 590 597 1467 714 588 906 689 588 421 290 1443 513 746 1241 1452 1470 759 921 862 1329 1316 779 77
split_gain=23.216 16.9629 16.4273 20.4359 25.1665 25.4544 18.6223 41.6023 18.2114 18.6309 18.314 36.2613 30.1601 24.2353 23.9201 23.119 21.204 23.2881 20.8208 27.5423 24.4311 20.5308 33.1336 21.065 20.4301 22.2511 19.5264 19.4229 22.7175 22.2773
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 0.71188872395471614 2.6287012352426902 1.979635823759073 1.3123186738111605 1.0454229551509682 3.6288968102052546 -0.67919258870259713 0.79547082264194502 1.1605466117522381 -0.43806006575711359 1.0525743831388839 1.0000000180025095e-35 -1.1287694262532211 -0.63483968252461642 -0.20189034612838339 2.154643624437274
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 -6 7 -4 9 10 14 12 13 -12 21 16 -15 -18 -13 -20 -21 24 23 -23 26 -26 -2 -28 -29 -30
right_child=2 -3 6 4 5 -7 -8 -9 -10 -11 11 18 -14 15 -16 -17 17 -19 19 20 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.0001094106908170831 0.00045129436168656566 6.3962669885520571e-05 -4.5271979857541264e-05 -0.00010509473811959919 -0.00011273283769303544 9.6263913661397566e-05 -5.6338135903111005e-05 0.0003783001583777021 0.00022451324826642789 0.00014078278122319588 6.2218209972404785e-05 4.3569844685889548e-05 -9.6410257674460294e-05 -4.3744752859195836e-05 -8.808055237861233e-05 -0.00043263451734988146 0.00017612311377418707 -0.00028973548769298257 0.00039433650735522789 -0.0015896699001575582 1.88715310490562e-05 -3.4027900229907585e-05 0.00081012531554971057 0.00022518812312348065 1.8286821598302884e-05 -0.00031496302203038286 -6.4920822594631702e-05 0.00013156131683131269 3.9399424110526515e-06 -0.00064986625661604203
leaf_count=3396 537 26163 4821 4773 3371 21461 93730 1384 1237 3115 13647 6941 45400 74133 9073 992 3253 649 1501 55 141 2769 312 3442 2311 1926 9288 10895 10955 260
internal_value=0 0.047325 -0.0181987 -0.00857 0.0450278 0.0720229 -0.0473191 0.0787595 -0.0172298 -0.0191811 -0.0222245 -0.0355558 -0.0457277 -0.023 0.0149885 -0.0389133 -0.0350509 0.115341 0.0956034 0.303641 -0.419931 0.0384231 0.153503 0.115549 0.0160044 -0.136483 0.0361203 0.0282973 0.0638653 -0.0130846
internal_count=361931 29559 332372 232437 29605 24832 99935 6205 202832 201595 198480 146712 138074 92674 51768 79027 78035 3902 8638 1697 196 42695 6523 6211 36172 4237 31935 31398 22110 11215
shrinkage=0.000980392


Tree=4148
num_leaves=31
num_cat=0
split_feature=785 519 728 869 906 57 1452 1470 1182 704 1469 588 575 924 506 56 776 1376 766 650 1049 978 633 703 351 1035 553 1469 560 739
split_gain=17.5962 14.5479 20.9119 23.0994 23.7939 27.6795 20.2556 35.8948 21.401 26.7066 20.6183 19.9855 21.6015 19.827 19.5528 19.0734 18.9483 20.7756 19.8281 19.2989 21.2744 18.9396 18.7872 18.7102 20.7119 18.9894 18.2157 21.7065 19.978 18.8098
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 0.10039724912444258 1.4243427035504792 0.4926003403048807 0.82151526813113451 -0.58508475642836089 -1.3107275758329808 1.6911153983873026 0.71188872395471614 1.0000000180025095e-35 1.8999064755685127 -0.86624783496930458 4.3527420364106586 2.6594279389030699 0.18805867694879752 0.65728905567517659 1.253152870847948 1.181006381036557 2.6375975511520715 -0.96673487256783863 -1.642092651391948 -0.5081152509708099 0.30847758299688904 -0.032233800100399751 2.9775633284852119 1.4889352106746172 2.5106116815996127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 26 15 16 10 9 -9 14 12 -3 -5 -8 -6 18 -18 19 -2 23 22 -15 -21 25 -25 29 28 -28 -4
right_child=1 11 3 13 5 -7 7 8 -10 -11 -12 -13 -14 21 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.0429579213915371e-05 -1.3459715937169784e-05 -8.2588791923545094e-05 3.0486712080459887e-05 -7.589000713681331e-05 -7.1445161379629174e-05 9.6134132504175897e-05 0.00035362319433702012 0.0011442462370206204 0.00068893178605622211 -0.00013805419413284189 -0.00073106206461969457 0.00016137894443953043 6.8791216038239719e-05 -0.00027577224611255446 3.8584567215101387e-05 0.0011460298325432897 3.2400640511831895e-05 0.00066894247152227083 -9.7549351359685769e-05 -0.00028090369706743669 0.00039674565503136638 -0.0012005695410703156 0.00015493953155045135 0.00046302123585906534 1.1852125519106176e-06 -9.5880611102722215e-06 -2.9190880679387631e-05 0.00084970005283718146 -0.00029906465520238034 -0.00032548861414581165
leaf_count=29559 26378 7439 65012 79939 57185 5532 914 83 683 401 267 4398 9681 937 10691 44 589 416 11976 874 1018 74 4314 1173 3097 623 36047 133 1558 896
internal_value=0 -0.0158803 -0.0205305 -0.0307085 -0.0156181 -0.0539293 0.017649 0.0941876 0.456602 0.105584 0.0567987 0.0376033 0.00397176 -0.0667361 0.0674985 -0.0712452 -0.00571593 0.29484 -0.0129811 0.0140672 0.12163 0.081389 0.0985939 0.0649265 0.113136 0.303695 0.0051221 -0.0376945 -0.0413454 0.0270204
internal_count=361931 332372 310854 251671 166407 62761 59183 13039 1167 484 11872 21518 17120 85264 11605 57229 46144 1005 45139 33163 6785 5325 5251 5767 4893 1796 103646 37738 37605 65908
shrinkage=0.000980392


Tree=4149
num_leaves=31
num_cat=0
split_feature=785 470 395 1047 475 1470 410 53 507 1468 980 653 1248 1467 1307 1013 574 647 634 298 554 498 315 1450 843 635 1257 566 982 979
split_gain=21.8624 17.472 21.0089 20.8668 21.8513 22.6487 22.5945 29.5497 22.4415 22.4017 19.7323 21.0489 19.9533 19.6209 23.5957 20.3123 19.0525 20.6867 22.4469 18.8234 18.5517 18.279 26.7321 20.4091 19.9544 22.161 21.5704 20.6765 32.2324 23.508
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.56113390889368597 1.0000000180025095e-35 -0.24288546184209672 0.76945302158763706 1.0000000180025095e-35 1.0941628986121894 2.8970362673674974 -0.19243146222084365 2.663962593712732 -1.2445052601051787 -0.3295993541954565 1.0000000180025095e-35 1.0000000180025095e-35 0.6251511886302028 -0.87782724458594241 0.69964236191047335 0.62519611129741059 -0.0063628671995246671 1.6245731242828796 -0.72888043785682755 1.4893802586901304 1.7594804287203607 1.4770767507691036 0.46629381011817223 2.1710320005650359 1.5708676490603262 2.0562011340654665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 19 5 6 7 9 -6 10 12 13 -5 14 -12 -16 21 18 -18 -2 -14 24 23 -23 27 26 -26 29 -29 -3
right_child=1 16 -4 4 8 -7 -8 -9 -10 -11 11 -13 20 -15 15 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=4.5267586104509983e-05 -0.00020905010278090782 -3.0107009288419821e-05 -1.5784690660820656e-05 0.0012718197816078214 -1.5365212047521021e-05 -0.00016233877266842893 -0.00026292376611138205 -0.00015058595391069388 0.00024572070244873422 -0.00052273932050942557 0.00058834411478309024 0.0017727626134915258 -0.00023256671226861079 7.9161381103194097e-05 0.00065863664330021625 -0.00060940763050499204 0.00030994836356815897 2.890101598567195e-05 -0.00030978537743777708 2.086923307152125e-05 0.00015509456354121854 0.0002811683413074827 -4.033245246471626e-06 -0.00041315758311904143 -7.7776200067744607e-05 0.00030717535672225631 0.00020053803945873678 3.2196786704277367e-05 0.00050587148777758338 -0.0002105754219729397
leaf_count=29559 18577 117544 82761 92 15841 17670 3338 4190 2312 349 1170 48 1680 1772 141 253 1852 27046 271 4140 1555 2733 6212 197 3514 1378 1810 9425 680 3821
internal_value=0 -0.0174158 -0.0384068 -0.0782292 -0.0498824 -0.093296 -0.0173111 0.0274914 0.0287745 0.123161 0.153742 0.278833 0.00581442 0.255013 0.452916 -0.148837 -0.00321332 0.0467332 0.238017 -0.164919 -0.0258086 -0.014126 0.0781487 0.240847 -0.0210312 0.0910624 0.0245411 -0.0277008 0.0663637 -0.0364264
internal_count=361931 332372 155889 73128 50411 32258 14588 11250 18153 7060 6711 3384 3327 3336 1564 394 176483 29169 2123 22717 3235 147314 9142 2930 138172 6702 5324 131470 10105 121365
shrinkage=0.000980392


Tree=4150
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 660 21 546 507 126 906 797 907 1450 1162 138 924 1391 590 689 1252 978 633 234 1392 828 1356 789 1176
split_gain=20.2656 15.7541 20.0943 21.466 19.6033 26.4913 24.9106 21.3241 21.2277 20.893 20.7368 26.5033 20.6732 22.2208 20.1458 20.3196 19.9036 19.4046 19.2055 19.0297 19.8552 18.9071 21.0505 20.1116 19.2558 18.6984 21.8675 22.6065 25.2083 22.1402
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 1.4509659974849665 0.65809631222906606 0.70880289725806289 -0.12598777323505009 0.63961785378869596 -0.31979344933548404 -0.48019420566728716 3.334899416639062 -0.44390300095582519 1.8999064755685127 -0.18566530592440553 0.58895901036483078 0.86385367930994306 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 -0.43792048788644916 0.84322742524918504 1.1703909184639636 1.1248358748350926 -0.36652345351295457
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 9 6 8 -8 12 -2 11 25 13 -6 15 -12 -16 -7 -18 20 -11 22 23 -19 -25 -9 27 -27 -29 -28
right_child=1 2 -4 -5 5 17 7 10 -10 19 14 -13 -14 -15 16 -17 18 21 -20 -21 -22 -23 -24 24 -26 26 29 28 -30 -31
leaf_value=4.1978186917456126e-05 -7.4663768372575877e-06 -8.2745247279596073e-05 0.00016118740186907515 6.8050379451809777e-05 0.00012735656420521983 -8.0563490940168734e-05 0.00022001612626728519 -7.5150501363960382e-05 -0.00012278292253875721 0.00017502545089649707 -5.3652982402053452e-05 -9.9306920560522587e-05 -6.6739984674674723e-05 9.4476611032578015e-06 -7.2557563073064266e-05 -0.0012394952542364968 -5.3860470208206272e-06 -0.00033446201827098346 0.00017374841714628173 -0.00013605591431873929 -0.00010006667339643378 0.00082303774170409104 -0.0013229852181831996 -0.00037479383778542101 0.00017659412338312099 1.4859756754015576e-05 -0.00031007689630602685 0.00025640325562847313 -0.00031668762302090306 -1.5614612000190956e-05
leaf_count=29559 48652 7439 4398 9681 14811 79939 2028 21576 5085 7617 10265 44747 6657 15996 4044 123 4757 897 7549 1387 1527 171 73 505 3679 18590 2146 3294 407 4332
internal_value=0 -0.0184296 0.0371845 0.00348169 -0.0232635 -0.0331088 -0.0169536 -0.0346992 0.0298532 0.0136666 -0.0384836 -0.0561241 0.0464548 0.0706925 0.0163626 -0.0632993 0.0648466 -0.071631 0.109053 0.100174 0.135716 0.0746967 0.0454524 0.0639869 0.125766 -0.0199426 0.0166745 0.0500131 0.201512 -0.103204
internal_count=361931 332372 21518 17120 310854 251671 166407 123858 42549 59183 121830 95092 37464 30807 26738 10388 16350 85264 12306 10531 9144 5325 5154 5081 4184 50345 28769 22291 3701 6478
shrinkage=0.000980392


Tree=4151
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 660 852 21 507 195 872 1223 1443 1113 1110 902 981 1185 626 1174 906 1243 653 680 894 590 689 1422 490 487
split_gain=21.405 17.4255 20.9852 21.3503 20.1711 24.8384 27.9789 25.4001 21.0914 21.0577 26.4815 23.1108 20.4761 19.8226 26.1668 22.5506 23.0894 22.961 20.4195 20.081 19.505 22.8317 22.4791 19.5166 20.2423 19.0573 20.1051 19.0131 18.7821 22.2436
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.65809631222906606 0.69976010066948824 3.0757328524286596 1.0000000180025095e-35 1.593744732512876 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.60749452268532422 -0.58033782246054733 1.8332716930034685 0.22991414747585318 1.4216543509230546 0.77071421383085248 0.96742979996179246 0.58895901036483078 0.86385367930994306 1.0000000180025095e-35 1.8288977689654324 0.055091597408409507
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 6 13 -7 -2 10 20 -11 28 14 -6 18 17 19 -16 -17 21 22 -9 24 -24 26 -10 -25 29 -8
right_child=1 2 -4 -5 5 7 12 9 25 11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=4.290468643415076e-05 -7.9802520877233102e-06 -8.1110751157266665e-05 0.00016591149440058078 6.9218751040572737e-05 6.7944673456335117e-05 0.00017670798932073949 5.3161075301272631e-05 -5.8648445898011234e-05 0.00017524681054211227 -6.4584035877609183e-05 0.00025600568501729138 4.5383737885520998e-05 -0.00011102195466996731 -0.00011391678268316608 -0.00031266420208690503 0.0017087778274417649 0.0013096336126729015 -0.0002048336851143038 -5.3536485902488476e-05 0.00027304219203307833 -0.0001828745210371097 -0.00011632777027984609 0.00013611459460430915 -3.5877823448244239e-05 -0.00010767754159291215 -0.00013617776671751196 -0.00010147984332460838 -0.00055689957595069699 -0.00027291864423081478 0.00021909502333663714
leaf_count=29559 48652 7439 4398 9681 14507 3398 10572 80235 7617 20780 1149 18682 3164 12546 2268 64 82 358 13146 174 10384 39267 9030 1915 2460 1387 1527 685 789 6016
internal_value=0 -0.0191327 0.0393278 0.00488992 -0.0242143 -0.0341949 0.00515774 -0.0490075 0.013235 -0.0525865 -0.0674417 -0.00608288 0.0721389 -0.030689 -0.000147289 -0.0675135 0.337088 0.161119 -0.0871455 0.716619 -0.0709304 -0.0635494 -0.044267 0.0465252 0.086161 0.100125 0.135685 -0.164974 0.0993292 0.113366
internal_count=361931 332372 21518 17120 310854 251671 63686 187985 59183 184587 145125 39462 20541 43145 30599 16092 678 596 15414 238 143976 133592 94325 14090 11490 10531 9144 2600 17377 16588
shrinkage=0.000980392


Tree=4152
num_leaves=31
num_cat=0
split_feature=470 464 784 78 56 471 526 527 1035 973 391 281 775 1103 499 907 496 351 1028 1431 346 54 1457 1252 1460 707 207 1119 355 899
split_gain=11.0741 20.827 16.1018 16.6767 17.4508 18.5902 22.683 20.4389 25.4475 17.9553 23.2254 22.4607 17.9275 17.1271 17.0515 24.249 19.1725 16.6582 25.431 16.6141 20.0144 17.0518 16.5836 16.4946 23.6043 16.3354 24.4949 17.1024 16.4445 26.5976
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.90362276233551631 2.2832755735943571 1.0000000180025095e-35 1.0043670984357114 1.0000000180025095e-35 1.9849653232297506 -0.14357519155819673 -0.05289471229599043 1.0000000180025095e-35 -1.0804191477029004 0.38664316935033322 -0.46121352240605806 0.83121401402710993 -1.3504424072671981 0.73418938835966674 -0.11750790090859518 -1.271019091203941 1.0099929608726099 1.6606402075591806 2.0367191565872536 2.331735690150071 0.74719514411838472 1.1891927820995118 0.36153720660523636 0.95595604490998876 -1.2548672544081387 1.0769906189918022 -0.53775537299572074
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 14 -9 11 12 -6 23 -14 15 16 -4 22 -19 20 21 -13 -17 -11 -25 26 -16 -28 -29 -30
right_child=-2 -3 3 -5 9 6 -8 8 -10 10 -12 19 13 -15 25 17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0075098542879665428 0.00033894974697099315 8.7180367165092996e-05 -0.042362399867057587 -0.017170644193695652 -0.019717120167587684 -0.0058225904873383215 -0.026020215796898234 -0.0045463370759743771 0.019852692806834212 0.0024159047504759851 -0.015343928787946388 0.012529466740274546 0.007969930925054422 -0.019211244648580053 -0.0097515329922652806 0.0019792259487411211 0.014304643112111834 -0.023596890649000488 -0.0019522426527776113 -0.0094241326114291139 -0.017672475247192895 -0.010892850232200539 0.027586766611813075 0.032897557692164528 -0.05110425571697072 -0.019183762452114405 0.10068645974072728 0.0036905113779231538 -0.062634276776488251 0.090041140064345757
leaf_count=16420 191352 89765 717 1918 687 9048 1408 1182 1249 1911 2478 5592 538 1025 3596 14932 148 2307 9148 943 451 433 424 587 64 2664 49 764 44 87
internal_value=0 -0.0199418 -0.0563567 -0.038926 -0.0323287 -0.061699 -0.160107 -0.0291129 0.177395 0.0407918 -0.065864 0.113088 0.0365713 -0.177354 -0.0518387 -0.0185961 -0.563627 -0.00437274 -0.0911061 0.144982 0.183138 0.214971 0.0586302 0.163514 0.509116 -0.182578 -0.0804454 0.324836 0.237735 1.14511
internal_count=361931 170579 80814 64394 62476 47767 10456 37311 2431 14709 6603 8106 4125 1563 34880 27676 865 26811 11455 7419 6476 6025 15356 2562 651 7204 4540 944 895 131
shrinkage=0.05


Tree=4153
num_leaves=31
num_cat=0
split_feature=785 519 728 962 831 652 588 689 1452 1470 1469 1002 1469 588 575 816 872 590 900 1452 759 556 689 689 508 620 491 150 765 728
split_gain=17.4893 16.1061 22.3145 23.974 28.069 25.1165 23.4477 27.0053 21.2205 35.7861 22.6894 20.9153 20.8517 20.7914 21.9239 20.6766 23.7327 20.0879 20.9143 19.7937 19.5203 20.1271 18.752 22.3903 24.6089 20.0762 21.3436 20.4423 24.8982 19.7844
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 2.0523937188146193 -0.98896428961744431 2.250834115212506 1.0000000180025095e-35 0.4926003403048807 0.84122639276026845 -0.1067644305262897 1.0000000180025095e-35 1.6911153983873026 0.71188872395471614 1.0000000180025095e-35 0.98567350059335823 3.0757328524286596 -0.67541201360492764 1.9036375037293396 1.3895128202463656 0.46683225090780039 -0.56383374419423371 0.72022076402865742 -0.4288425582216272 0.93928964529742032 0.88084169889549835 0.82498920141556809 -1.1769467878382101 2.3725116543357561 -0.90320472132347296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 17 15 -8 22 12 -11 -9 20 14 -3 16 -7 -4 -19 -6 -10 -22 23 -2 25 26 27 -25 -29 -26
right_child=1 13 3 -5 19 6 7 11 9 10 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 29 -27 -28 28 -30 -31
leaf_value=3.8840141664092194e-05 -6.4319565490465454e-05 -8.2515478173194608e-05 0.00017387862159462043 -9.3403617865893811e-05 6.9190243502567929e-05 -6.4215355059029169e-05 -7.6737164498143399e-05 0.00023882004939096063 1.8578739217012774e-05 0.00033381165433507239 0.0012100562160578558 -4.1796597874586967e-05 -0.00073296852633726096 0.00016504981524617315 6.9888196649868284e-05 3.4375064832545859e-06 0.00022547030876955674 -1.1442199073010709e-05 0.00025759324119081702 0.00044770161739817902 -5.8573473456938292e-06 0.00037517714705902666 -0.00010565685730638674 0.00037892992972680023 0.00020945551442824836 -0.00015000002524688275 -0.00013399002078620174 3.988605470916207e-05 0.00061013374939367614 -0.0006233649805297035
leaf_count=29559 12265 7439 4224 45029 7167 131844 3753 3899 9013 996 147 1709 267 4398 9681 30753 1275 19959 1398 661 972 1644 8709 1248 4632 3354 2521 12894 383 138
internal_value=0 -0.0172918 -0.0221804 -0.0326817 -0.0236827 -0.0295095 -0.0403269 0.06374 0.0172416 0.0955609 0.461235 0.157797 0.0586416 0.0389416 0.00465532 -0.0477038 -0.0618602 0.0356924 0.00770899 0.105767 0.0693831 0.232286 -0.00665528 0.0146918 0.0535649 0.016371 0.0475589 0.0836548 0.0585041 0.190458
internal_count=361931 332372 310854 251671 206642 198814 173233 9361 59183 13039 1143 5608 11896 21518 17120 163872 133119 25581 21357 7828 11629 2616 46144 37435 25170 20400 17046 14525 13277 4770
shrinkage=0.000980392


Tree=4154
num_leaves=31
num_cat=0
split_feature=545 785 735 665 56 566 652 253 221 559 1160 657 836 638 1113 772 1392 1374 560 835 750 630 491 901 490 361 16 602 686 1463
split_gain=27.0733 25.4198 18.894 22.4151 22.4831 20.5814 21.4307 21.3097 25.1169 22.3016 20.6471 21.1763 21.389 20.6258 20.0196 19.9804 24.4403 19.8013 19.6863 20.5973 21.4403 21.3221 19.2531 19.1803 19.0516 21.8101 22.353 18.8675 24.0898 20.1061
threshold=-1.0372938969678034 -0.86283290253235112 2.2560756724538602 1.0000000180025095e-35 1.0000000180025095e-35 2.1710320005650359 -0.55024281929118113 1.0000000180025095e-35 2.1776991875183893 1.6874936217317351 0.68536004617275303 1.0000000180025095e-35 0.50995176283375421 -0.01038294387212216 0.88593121415098863 0.1084339010654497 0.5645764616377652 1.0291189808051553 1.6983197621915436 0.75156497389678256 3.5597954673193617 0.11515515894126556 0.5301691294511397 -0.83872087536766626 -0.11904108724061351 1.7402141949309817 -0.81032060539378736 2.6455866734826223 1.0316162515473111 0.75882227130447155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 15 6 18 27 9 17 11 22 -13 -10 -12 16 -5 -9 19 20 -3 23 -7 -21 25 26 -25 -8 29 -29
right_child=1 2 3 4 -6 10 7 8 13 -11 14 12 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-5.4919512981090244e-05 5.8148127510841871e-05 3.6612123727546886e-05 -5.0012577907327693e-05 -0.00035433339663034827 0.00032495859722747546 -3.5539970549967861e-05 -1.4526493513720429e-05 -5.7940723546007896e-05 -7.2920756744736075e-05 -0.00035233623488474303 -0.00013176694590769948 0.00045070539029119073 -7.1291470073752593e-05 0.00038526616630356634 0.00045615877630473465 0.00019796777894379178 0.00033463421550339594 -0.00018836200072871616 -0.00013700152968017495 0.00016366317734651094 -0.00050070512407474565 -0.00029527331324469627 0.00025471581151787105 -0.00032427334851350796 -0.0001812991291350376 0.0005230378143005665 4.8476940241330243e-05 -0.00035448516882487257 0.00053699372292241251 0.00014610849286455423
leaf_count=94059 26335 58514 3299 882 2154 2958 92918 36856 892 2141 2295 1402 441 928 265 1471 285 10011 4168 2117 598 1904 1526 1172 5012 405 4467 1894 170 392
internal_value=0 -0.00583552 -0.0134499 0.0866809 0.176614 -0.0175625 -0.0222637 -0.0393794 -0.0813683 -0.0933622 0.0817731 0.148886 0.335693 0.170283 -0.0727072 0.0440078 -0.170497 -0.0828078 0.0074916 0.016193 0.0340241 -0.0634232 0.0672357 -0.0296432 -0.0716165 0.0161585 -0.0228984 -0.0203815 -0.204735 -0.264143
internal_count=361931 267872 241537 8091 4792 233446 224559 146202 50828 49008 8887 6327 1843 1820 2560 2638 1167 46867 78357 74189 59112 15077 4484 13173 11056 6044 5639 95374 2456 2286
shrinkage=0.000980392


Tree=4155
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 284 693 1397 221 43 647 590 1467 597 900 407 1037 203 714 588 906 689 588 421 513 746 1241 290 1443 1452 1470
split_gain=24.7182 19.1515 20.0832 24.7279 20.749 19.0164 20.4091 19.2238 18.7672 20.1834 43.1475 18.537 19.1784 18.7609 17.5415 20.8563 20.5969 17.0746 38.9748 30.7257 24.4611 23.7561 23.4118 22.0222 27.0206 24.3513 21.7012 23.5305 20.9707 33.1164
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 -0.13752235891992784 -0.78652982607854283 -0.094237930796279443 -0.0046931964246789259 2.2744972866152193 -0.87782724458594241 0.58895901036483078 3.2089320700182484 3.1596628491584919 -0.63749923242861428 0.84645902423176334 0.22837682199839732 0.4774557781505589 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 0.71188872395471614 2.6287012352426902 1.0454229551509682 3.6288968102052546 -0.67919258870259713 1.979635823759073 1.3123186738111605 0.79547082264194502 1.1605466117522381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 -4 -5 -7 -8 9 10 -3 12 17 -14 15 -6 -17 21 19 20 -19 28 26 -20 -25 -26 -22 -28 -2 -30
right_child=1 8 3 5 14 6 7 -9 -10 -11 -12 -13 13 -15 -16 16 -18 18 23 -21 22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=4.3471515676179259e-05 9.9743289333613749e-06 -4.3854925347646114e-05 -8.4633057985122313e-06 -0.00037953857595555019 6.1345495712664279e-05 0.00010978727906771913 -0.00047920287626154599 2.5702828400324702e-05 -0.00026716914325539804 -5.8191387929040656e-05 0.00039103793611612245 0.00013719552065894142 -0.00065387196226827145 0.0002972229082221439 -1.2136687672906766e-05 0.00030719299885280691 -2.4295509842044316e-05 5.8712562468447398e-05 4.3094932450339487e-05 -0.00010076642129863975 -4.7647934402638583e-05 -9.29655609489254e-05 -0.000437867423334573 0.00039954809203430726 -0.0015706214709437149 3.1627557577416625e-05 0.00017418129734635883 -0.00029333779156079154 0.00010886237628859393 0.00080457134730348135
leaf_count=29559 36172 4660 10513 1406 4944 2147 1014 831 4157 89769 1349 3145 106 1101 3372 4319 1059 13647 6941 45400 74133 9073 992 1501 55 141 3253 649 6211 312
internal_value=0 -0.0231813 -0.012793 0.0402755 0.0663126 -0.114407 -0.0355815 -0.237123 -0.0545361 -0.048652 0.0837017 -0.0213618 -0.0243841 0.231376 0.118995 0.162263 0.252386 -0.0263931 -0.0392473 -0.0497744 -0.0268654 0.00947435 -0.0428255 0.0965487 0.31003 -0.404707 -0.0389399 0.113046 0.0327855 0.148918
internal_count=361931 332372 232437 29605 24207 5398 3992 1845 99935 95778 6009 202832 199687 1207 13694 10322 5378 198480 146712 138074 92674 51768 79027 8638 1697 196 78035 3902 42695 6523
shrinkage=0.000980392


Tree=4156
num_leaves=31
num_cat=0
split_feature=785 728 612 803 597 126 567 1450 1451 21 1458 61 1457 1462 829 1466 1466 1457 1462 1463 1469 1467 692 1452 768 694 678 1468 1173 1023
split_gain=28.3 19.4628 18.8892 18.7986 42.7247 27.1858 25.2876 22.0076 23.8549 27.8024 27.2654 35.9777 24.7589 36.1882 27.7437 23.0484 27.3764 27.7563 22.9469 29.6032 22.8251 24.3813 22.4811 22.2471 22.1581 21.2697 21.2477 23.8395 22.5935 21.1586
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 0.85523949479533445 1.3592535390735871 1.402259659649604 -0.053810745209331094 -0.33386868244407664 0.3239183524675191 -0.89074317784588486 0.73392005358173151 1.0000000180025095e-35 -0.16317383343250411 0.33429654125592945 0.20046687118810033 0.60388684044670526 1.6394897097726615 0.4922766381250015 -0.077578530908105556 0.11958884464899855 -0.19331444417202059 0.27588322743799282 -0.26407279921862276 0.93617277833781187 -0.74280120564277496 1.1795712390774054 0.34708990927187483 3.9650802667107272 -1.3767588713786461 1.6466969136823597
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 25 -7 8 9 10 11 -2 14 15 18 20 22 -18 -10 29 -14 -22 -17 -16 -15 -6 -9 28 -28 -20
right_child=2 -3 -4 4 5 6 -8 26 12 -11 -12 -13 13 24 23 16 17 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00011952656719094323 8.0676334094109025e-05 6.5630224643494216e-05 -7.7132009717356266e-05 -5.0341883451433345e-06 0.0002687057098901768 0.0004335428054672899 -0.00069726827158263043 -2.7767389451348737e-05 -9.7131214445734623e-05 -8.598149099753514e-05 0.0002317212772192217 -0.00025312230509700906 -2.4132046072688967e-05 0.00018171333586464221 -0.00031841706214215669 0.00021336804953618209 0.00062487168381454052 -0.00042201609848762511 0.00020329939216016984 -0.0001878644464255761 0.00011203960780549428 0.00062959769934053532 0.00079087571268875569 0.00038487526626879918 -0.00021159059514053917 -0.00011181336500188399 -0.0002599458022451518 -0.00044376906616520157 4.9889119718968046e-05 0.00096393837123542176
leaf_count=3396 6151 26163 42619 44716 4929 117 275 91244 5267 74475 2677 3531 2754 927 3095 557 178 352 2461 1047 1429 624 697 258 2440 722 1416 501 36742 171
internal_value=0 0.047778 -0.0243974 -0.0184893 0.020229 0.186268 -0.349891 -0.027629 -0.052819 -0.0712983 0.0412751 -0.0317147 0.0144377 0.0957231 -0.0591899 0.191803 0.401711 -0.033508 0.0045641 0.139003 0.107949 0.29197 0.57 -0.259662 -0.095837 0.223984 -0.00730042 0.0351963 0.0414044 0.263891
internal_count=361931 29559 332372 289753 50759 6043 392 238994 109091 86834 12359 9682 22257 9958 12299 6591 1784 530 8946 3679 4807 2053 1254 3353 3367 5651 129903 38659 38158 2632
shrinkage=0.000980392


Tree=4157
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 497 498 1104 913 84 560 597 1467 900 570 1117 714 588 906 689 588 421 513 746 1241 290 1443 1452
split_gain=20.557 15.7875 19.8692 24.6991 25.8473 19.0229 44.047 18.3175 24.8711 19.5194 18.1649 19.6761 19.1496 17.9767 17.5572 17.1878 17.0997 17.041 16.9796 35.366 29.643 23.9405 23.3906 23.0445 21.0455 27.1535 24.154 21.0285 23.0092 20.4341
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.13067971497466105 1.69116793757109 0.63515767152532354 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 3.1596628491584919 3.2089320700182484 -0.63749923242861428 -0.4998781572545779 -1.2591097148690287 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 0.71188872395471614 2.6287012352426902 1.0454229551509682 3.6288968102052546 -0.67919258870259713 1.979635823759073 1.3123186738111605 0.79547082264194502
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 7 10 6 -3 8 -4 -10 12 -12 -5 14 18 -15 -7 -8 22 20 21 -20 29 27 -21 -26 -27 -23 -29 -2
right_child=1 5 3 4 -6 16 17 -9 9 -11 11 -13 -14 15 -16 -17 -18 -19 19 24 -22 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=4.3604835910677745e-05 1.5114982472625764e-05 -4.58515513974082e-05 -0.00029933844755663066 -0.00040202116243944559 9.6262665064750133e-05 -8.0698513607529617e-06 -0.00067200687594840089 5.4038012210515571e-05 7.0640453013460337e-05 0.0014302226012282413 0.00035829014783303736 -0.00072474722370606765 5.1393601945552466e-05 -0.00061383413606857476 0.0001369893485490878 0.00029012599049395521 -8.0979681247432975e-05 0.00043953050331418226 6.3108224236784624e-05 4.3170876797922924e-05 -9.4391773716511403e-05 -4.2221930291451574e-05 -8.7326198225700269e-05 -0.00043059232574716556 0.00039469092803144163 -0.0015749224040197646 2.2912463186037207e-05 0.00017659931907927623 -0.00028654801900343031 0.000149594545040255
leaf_count=29559 36172 4821 2623 676 21461 32237 93 1899 198 53 107 458 2130 107 3115 1130 61493 1291 13647 6941 45400 74133 9073 992 1501 55 141 3253 649 6523
internal_value=0 -0.0172208 -0.00778171 0.0450687 0.071814 -0.0457779 0.0816704 -0.105733 -0.22918 0.396628 -0.116603 -0.511496 -0.0445795 -0.0163223 -0.0182607 0.228392 -0.0560364 0.398067 -0.0212165 -0.0340567 -0.0441046 -0.0215722 0.0146133 -0.037391 0.0954868 0.304629 -0.413232 -0.0335347 0.11623 0.0377818
internal_count=361931 332372 232437 29605 24832 99935 6205 4773 2874 251 3371 565 2806 202832 201595 1237 93730 1384 198480 146712 138074 92674 51768 79027 8638 1697 196 78035 3902 42695
shrinkage=0.000980392


Tree=4158
num_leaves=31
num_cat=0
split_feature=785 728 561 312 560 628 1343 968 562 554 852 1383 909 493 72 791 354 500 131 559 618 1318 1392 1193 764 996 924 281 519 15
split_gain=11.8353 12.0875 11.8952 15.1763 15.8873 15.2831 19.9001 15.4736 16.8811 15.9226 15.1126 22.3966 19.3425 18.4788 16.6123 18.0417 19.3775 16.8882 17.2394 18.8065 19.0123 19.2851 16.0966 17.4758 15.9133 18.3949 18.9188 18.3642 18.2681 17.2621
threshold=-0.86283290253235112 -0.49008176997875957 0.31596849172080727 2.2039299641339203 1.624162733529299 1.7208331881965053 1.4199335543108902 2.4016249554608682 -0.70117229133700321 -0.28953646962379936 1.0747610123934368 -0.13274323756065481 0.69684438826454775 3.293118694653459 -1.283202395494923 1.0000000180025095e-35 2.3228655723590239 1.6924566025053001 -1.2826351221583661 0.50449295743565004 -0.73795231540088524 1.5030433812569315 -0.98232280484661849 0.92201070011375641 -1.2512966973293254 1.0565563832172893 -0.47616786664303151 0.6982833896490741 0.65569131416984383 0.16189815344230368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 5 7 -7 8 -5 -9 -2 12 13 14 22 16 -16 18 -17 20 -20 -22 23 -12 29 28 27 -27 -26 -13
right_child=2 -3 3 4 -6 6 -8 9 -10 -11 11 24 -14 -15 15 17 -18 -19 19 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0048516675876269537 -0.00040395165738708384 0.0026434981079061564 -0.002034440114078957 -0.030826821151802887 -0.035597509538638099 -0.029635406558084026 0.048111727317705744 0.017272344076175117 0.0062902309385683272 0.09567052084991548 -0.011539273688798856 -0.00045946798873244251 -0.010854739582649979 0.05565697151737771 -0.0027684452381811467 -0.00746349739371508 0.036258986777677069 -0.026054228572494256 0.044430660165760701 -0.013458335947147496 0.018011878665893051 -0.030173318802651922 -0.028875573840538155 0.048820347405790526 0.0050134617170690754 0.025217369218214176 -0.010916943886582204 -0.034525099336706659 0.015009321100108428 -0.037784534001114749
leaf_count=3396 199242 26163 97283 156 143 363 65 97 5128 34 340 640 2309 67 6364 559 174 210 311 273 1367 127 647 86 11855 349 1326 79 2512 266
internal_value=0 0.0376766 -0.00930701 -0.0322217 0.077714 0.0949702 -0.369028 0.123838 0.103336 0.826475 -0.000382416 0.0465226 -0.028514 0.0146537 0.00595321 0.0334185 -0.034407 0.184164 0.227896 0.316546 0.393458 0.289407 -0.309353 0.081175 0.0971044 0.111474 -0.0943597 0.302377 0.137988 -0.21707
internal_count=361931 29559 332372 103269 5986 5843 428 5415 5284 131 229103 29861 12834 10525 10458 9385 6538 2847 2637 2078 1805 1494 1073 426 17027 16121 1754 428 14367 906
shrinkage=0.05


Tree=4159
num_leaves=31
num_cat=0
split_feature=545 21 1468 1454 1179 5 84 690 907 1309 146 695 149 501 94 427 690 1243 143 618 1465 139 979 897 700 46 1042 1070 483 834
split_gain=11.2403 15.0273 23.6042 28.4929 21.1604 18.0003 18.279 17.1825 16.968 16.7474 19.0918 19.1016 18.8169 17.9321 19.0292 18.6182 21.8427 19.2711 19.9928 18.5085 18.1742 17.9967 17.7475 17.4423 16.849 18.9451 20.5888 23.5339 19.1889 16.8189
threshold=-1.0372938969678034 -0.89074317784588486 0.12307085010569886 -0.99563425846005404 0.30368924186217372 0.72216209680795906 0.72714620525733964 0.41134559590242381 2.8261612301154702 1.0000000180025095e-35 2.0556245044164494 1.9333719377329852 1.2098082936367018 -0.14859227737340808 0.45692442798238886 -1.348160153145215 0.63616214338505073 -0.18836138320647086 -0.83146786592587307 0.61571818544004231 1.6940767233461409 0.80937457313982286 1.0020721639475052 3.3558556585597574 0.78128866111104456 2.7784051701716055 0.38297411539985587 -0.58664421151494628 0.96431159585578896 -1.6036318568936065
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 4 7 8 -7 -4 -1 13 11 -11 -13 15 22 24 17 18 -17 21 29 -20 -15 -19 -3 26 27 28 -26 -16
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 -12 12 -14 14 20 16 -18 23 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0024400693921853745 0.00010353653605618605 -0.013673713692388088 -0.033869362414835395 -0.0073781855349635472 0.066689629740536091 -0.0038335753315561689 -0.033536717595623454 0.042179616000393029 0.030318668073799807 0.00056895252425652899 0.019646169668683496 0.02020935139699204 0.11238673401758069 -0.0072153532682088656 0.077576525925749873 -0.01233701334403286 -0.0060820259373616896 0.008399357816810251 0.012834794855880648 -0.0067878386881316715 -0.043177186405439195 -0.01431718404218963 -0.023227707848081855 0.069428980980863073 0.035825340156481346 0.097940999601012213 -0.030080510198532293 0.0033133886243583511 0.15562424735273991 0.0022115382342334732
leaf_count=20209 267872 3422 96 17812 97 3485 542 65 373 12115 686 233 28 9956 49 1837 4992 6418 2817 1771 157 537 1593 59 92 49 337 541 31 3660
internal_value=0 -0.0305318 -0.0494628 -0.132376 0.59916 0.0288719 -0.149603 0.046941 0.0601031 -0.0213689 0.0495383 0.0255009 0.651231 -0.0525745 -0.128587 -0.00768847 0.0257772 0.0795292 -0.0124725 0.0672601 0.0286776 0.181424 -0.190597 0.183225 -0.176048 0.13958 0.0590021 0.310836 1.38479 0.0655907
internal_count=361931 94059 69450 18070 258 24609 4027 161 20582 51380 13062 12376 261 38318 15415 22903 18431 13439 6962 5125 3866 3354 11549 6477 4472 1050 1001 664 123 3709
shrinkage=0.05


Tree=4160
num_leaves=31
num_cat=0
split_feature=545 1442 705 912 1445 1461 992 961 1454 1463 1449 1467 1466 1454 181 1193 284 1084 182 1244 954 986 498 1458 1463 1458 1463 1464 1466 1458
split_gain=18.8429 20.8697 21.1712 20.2306 19.6112 21.6734 19.402 20.1588 19.334 47.7272 38.894 38.6654 37.7022 22.8006 21.9 21.6039 20.3075 20.1824 19.5963 19.0885 18.8385 18.6419 18.4504 18.0046 17.7624 35.2553 37.2452 28.7508 25.4454 26.1117
threshold=-1.0372938969678034 -1.2625182715263061 1.3612027609086828 -1.8578498906837886 1.6380901172106308 1.4098417307792441 0.6146227839635201 1.0119945065797371 -0.91909735138557946 -0.37812388882570003 -0.016736665957810089 -0.22023664855122008 -0.27546937187240134 -1.0058734782676975 1.0000000180025095e-35 -0.53368481803894474 0.55631234241427197 1.0000000180025095e-35 1.0000000180025095e-35 -0.63949717837331155 1.6276177283287072 0.6713395675719418 -0.20202746876517785 0.14052504452646655 -0.052537044703927886 -0.069892912842692612 -0.082436113389635288 0.11719349514402237 0.40280667797675618 -0.12800297452036272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 8 -4 5 19 20 -8 9 10 11 13 14 -3 23 17 -16 -11 -13 -2 21 -5 -20 -12 25 26 28 -28 29 -10
right_child=1 2 3 6 -6 -7 7 -9 24 15 12 18 -14 -15 16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.3913688272752781e-05 -0.0001222282131080474 9.0579525718446489e-06 -0.00049345923568556798 0.00012307628262168464 -0.00013742364629613002 0.00018193752631328797 0.00031511866515402927 -0.000166394769582205 -5.2218905409981446e-05 0.00039322933559572096 -0.0004045230097294172 -0.00024600385638233631 -0.0011137643365965641 0.00072391436409385195 0.0011394597477775213 -0.00025051340479212338 -0.0010282540318968482 -0.00027996029356539112 0.00085721137339943103 1.2341455961273355e-05 -0.00013748915323874756 -0.00021956061581837393 6.8611084268135544e-05 0.00024897849718580995 2.0099869354525886e-05 2.656051906627244e-05 -0.00048395162893281261 6.4713660972734975e-05 4.179770872360684e-05 -0.00026673522786194989
leaf_count=94059 10795 266 419 8628 14673 2379 2667 539 58793 616 454 574 182 1261 136 2014 34 395 215 14111 1937 883 415 376 81429 43985 1889 621 14066 3120
internal_value=0 -0.00278064 0.00501022 0.0852832 -0.0552669 -0.0202521 0.0965176 0.248171 -0.000924462 0.117881 0.275949 0.417141 -0.0760244 0.62967 0.0827116 -0.109845 0.83075 0.163141 0.0914382 -0.0427977 0.0539013 0.0953075 0.35095 -0.0675139 -0.0048571 -0.0223439 -0.0524256 -0.335035 -0.0434838 -0.0641655
internal_count=361931 267872 225914 15073 41958 27285 14654 3206 210841 6938 3913 2731 1182 1527 1000 3025 170 1011 1204 24906 11448 9511 630 830 203903 122474 78489 2510 75979 61913
shrinkage=0.000980392


Tree=4161
num_leaves=31
num_cat=0
split_feature=728 813 620 15 1100 83 691 641 24 795 125 784 188 1234 921 614 434 915 352 0 419 100 604 959 657 859 626 346 1386 759
split_gain=18.6697 18.0382 24.412 22.9419 17.9089 20.1146 19.2698 18.0765 17.3587 16.9762 25.1504 23.3897 22.6925 25.9089 19.9897 17.3465 16.8732 23.1495 18.2143 16.7646 16.7448 17.055 16.7221 17.0612 16.6882 18.9405 17.9105 17.2697 17.4301 16.3834
threshold=1.0000000180025095e-35 0.44561103650162237 0.13102810056866962 1.7252490091840407 1.6293515030253838 -1.1590745627182073 2.1516311091689517 0.8423242745550269 2.2235778879888186 -0.29258408639884992 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.096557219065641 1.6001957512855445 0.15110484813932359 -0.76342290672605018 -0.087591657373250767 -0.14827575577457652 1.2289641465594345 1.0000000180025095e-35 1.145372801981061 0.72755686970153477 -0.98545034728205338 -0.48247933722187902 1.9879924084861569 1.7633184013032783 0.87150459127968738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 8 9 -6 -1 10 12 -11 -7 14 19 22 -4 -18 -19 -14 21 -12 23 24 25 -13 -26 -27 -29 -22
right_child=1 2 16 -5 7 6 -8 -9 -10 11 20 15 13 -15 -16 -17 17 18 -20 -21 29 -23 -24 -25 26 27 -28 28 -30 -31
leaf_value=-9.1386606170273382e-05 -7.2893469127881651e-05 5.6358892882309686e-05 -0.00011312978167128528 0.00011357286025878949 -3.2732775213687369e-05 -7.8681349093523444e-05 -0.00010565163030763383 -0.00019533842106666245 0.00022653314940035009 -2.361043161847115e-05 5.1983191730839501e-06 0.0003280946580729501 -3.3032377507972851e-05 -5.9117809037762921e-05 0.00029103833546567079 -0.00017249145016120116 3.6886966805313764e-05 -0.00051049591008235759 0.0016577862781733262 0.00014077538717693981 0.00012187579720284314 0.00018289263400864472 -4.7740583022698093e-05 -0.00020176825609397037 -0.00028967927663022132 0.0001220900959051697 8.2478675263499528e-05 -0.00046348371010375747 0.0013136575627463044 -4.8286087983497602e-05
leaf_count=18100 77391 18447 8571 4153 25930 18092 7478 6880 953 81060 21898 1937 4875 8546 1960 1540 396 35 97 5264 22743 2820 4691 886 881 11541 1559 421 32 2754
internal_value=0 -0.0417111 0.00852791 -0.0633263 -0.00281226 0.00338153 0.00930332 -0.0630863 -0.0747014 0.0133742 0.0362447 -0.0056215 -0.0101338 0.0357962 0.0991259 0.0537316 -0.0912603 0.333873 1.21841 0.0597307 0.0668311 0.0258718 0.0686452 0.0986122 0.113407 0.142199 -0.0470384 0.110068 -0.34484 0.105096
internal_count=361931 109090 27546 81544 252841 220031 200978 32810 19053 193500 88952 104548 38737 20645 12099 23488 9099 528 132 10139 50215 24718 21948 17257 16371 13931 2440 11994 453 25497
shrinkage=0.000980392


Tree=4162
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 497 498 1104 714 588 906 689 827 513 746 1241 840 869 566 1246 497 697 407 1174 697 15 496 1452
split_gain=21.4513 19.9614 20.413 25.0414 24.8036 19.2043 41.9178 18.4271 24.6432 19.1041 18.3285 39.2883 36.0142 25.0268 23.6629 23.4995 28.8401 23.6004 23.0734 22.8962 22.2672 20.6774 19.922 23.2726 19.6732 21.7647 19.3207 20.5242 19.0172 19.0132
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.13067971497466105 1.69116793757109 0.63515767152532354 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 -0.36836247429892682 1.0454229551509682 3.6288968102052546 -0.67919258870259713 1.593014926627095 -0.57653763495970078 0.75597511057269628 1.8833302095857707 0.6154197817996786 1.4714256445119207 -1.2965003005540392 -0.9287500684180785 0.96143844983205418 -0.57688045216735839 -0.62197859323050064 0.62995620057108082
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 7 -5 6 -3 8 -4 -10 14 12 13 -12 29 24 -17 -18 20 21 22 -15 23 26 25 -13 -16 -28 -29 -2
right_child=1 5 3 4 -6 -7 -8 -9 9 -11 11 15 -14 19 18 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=4.204656908047925e-05 5.0625487720341683e-05 -4.8465191791548983e-05 -0.00030112279114262198 -0.00011137018765132547 9.4858007911899142e-05 -6.1166856811082956e-05 0.00037624958354544211 5.2483329511310204e-05 6.904098389433031e-05 0.0014134664063065201 6.7966908351782239e-05 0.00043529274829955274 -9.6589038827114897e-05 7.0698730492831365e-05 6.7526473610993987e-05 0.00041060489014590871 -0.0015639144846663704 1.108933146680689e-05 -0.00020925512455917007 -4.9553922361901115e-05 -0.0001030134865738711 -0.00035234805864002398 -8.4183226399703133e-05 -0.00014261725784807616 9.3044550887373139e-05 -0.00035760789399234182 0.00060365157839172966 -0.00031933171349285975 0.00028743226786086279 0.00024148224033018544
leaf_count=29559 12510 4821 2623 3371 21461 93730 1384 1899 198 53 13971 189 46178 12294 16415 1548 55 142 2789 67947 7705 671 5513 2797 5806 1066 765 465 1031 2975
internal_value=0 -0.0200772 -0.00946749 0.0440579 0.0709621 -0.0521123 0.0757662 -0.107671 -0.231394 0.390963 -0.0181117 -0.0312582 -0.0416622 -0.0172692 0.018592 0.103767 0.320873 -0.416916 -0.0135415 -0.0331742 0.00301787 0.0526875 0.0350201 0.0682009 0.049668 -0.221857 0.0961498 0.301714 0.139795 0.0921042
internal_count=361931 332372 232437 29605 24832 99935 6205 4773 2874 251 202832 149867 141061 94883 52965 8806 1745 197 37480 80912 34691 12965 26986 21473 7061 1255 18676 2261 1496 15485
shrinkage=0.000980392


Tree=4163
num_leaves=31
num_cat=0
split_feature=1022 1016 959 1458 1355 1436 1040 1456 885 1299 963 284 1064 1428 1459 1464 196 225 641 1181 498 1113 1178 346 553 291 839 119 723 1185
split_gain=11.3688 25.1537 18.539 22.6856 19.5158 19.221 23.8228 18.6074 17.7847 18.2814 29.8786 19.9653 22.6527 20.4854 31.9265 19.7058 19.6693 18.4771 18.7716 17.6269 17.431 19.8195 17.4872 17.3155 17.0789 18.1346 18.5053 16.7679 18.8295 22.8411
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.98621059485438678 2.6054386111478895 0.78446141766648569 1.0000000180025095e-35 -0.78961718324066832 4.9586243685622504 4.8263866747680533 1.3882238010523584 0.28471705835475564 0.55631234241427197 1.0000000180025095e-35 1.0000000180025095e-35 -0.26793547271153983 0.14959824411713507 1.0000000180025095e-35 0.090952708875834481 -0.041603341141390651 0.25629830382331492 0.70651605538112161 -1.0211573146129889 0.18043294467522045 -0.018484023078014559 0.92445642933456817 0.075465601687385489 0.062890721334366712 1.4918152506281495 -1.0570063487222232 -0.6861692316836645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 8 -7 23 9 11 -11 13 -13 27 -15 17 -14 18 -12 -16 21 -17 -22 -8 25 26 -23 28 29 -4
right_child=-2 -3 3 4 -6 6 7 -9 -10 10 15 12 16 14 19 20 -18 -19 -20 -21 22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0086540054354243348 0.00032339464995639606 0.00017268263012858002 -0.025450289894617936 0.021714845469824953 -0.013585231222277073 -0.013691909078648907 0.0062792491725823787 -0.056682430072241267 0.019031048214564073 -0.020684980562068377 -0.007933439859388932 0.0073132965317480583 -0.017722963248103817 -0.0082786063068479299 0.013051107522166434 -0.071933372898047576 0.0028066609984057091 0.0087508551830204982 -0.034186907798518462 -0.0077584824654974606 -0.00057008727470410228 -0.024286432930377123 0.042704806792514427 -0.0031245426903029959 0.045518255506746735 -0.026461363293214531 0.043471724904492887 0.011562481592213333 -0.0097529006264762304 0.0060721895929848717
leaf_count=18243 190674 90468 605 836 273 1745 7793 74 374 3036 1684 4836 1435 4490 3718 63 1746 748 768 979 266 128 334 4489 108 363 150 594 18492 2419
internal_value=0 -0.0204922 -0.0592174 -0.0435078 0.2725 -0.0513899 0.0236883 0.0561801 -0.0802004 -0.0862102 -0.205115 -0.0619564 0.0459894 -0.0970849 0.0171954 -0.0717355 -0.128758 -0.194699 -0.309337 0.172535 0.172904 -0.0760676 0.492414 0.0632193 0.0420376 -0.131511 0.351228 -0.14221 -0.157976 0.0278494
internal_count=361931 171257 80789 62546 1109 61437 14101 12356 47336 46962 7648 39314 8017 31297 9187 4612 3181 3200 2452 4697 1412 812 600 12282 749 641 278 22110 21516 3024
shrinkage=0.05


Tree=4164
num_leaves=31
num_cat=0
split_feature=545 959 1370 115 947 112 51 410 12 905 705 912 992 968 1220 426 353 1470 1189 1324 359 911 17 1124 1041 760 1247 21 1469 269
split_gain=20.7829 21.7994 22.1306 22.4934 22.1063 21.9583 23.7277 22.0734 22.84 23.5345 21.2678 22.0241 21.5432 20.7835 19.3188 18.4987 18.3988 17.9115 24.4405 22.7304 18.2689 19.8848 17.9733 27.2718 17.8058 17.4531 18.6653 17.4243 24.9973 26.4077
threshold=-1.0372938969678034 -1.2907225086880219 0.70223084764880606 1.0000000180025095e-35 1.641280574724302 2.2718117149406565 1.8613588887694643 1.0000000180025095e-35 0.78777253974931549 2.1634110522059333 1.3612027609086828 -1.8053664850396696 0.6146227839635201 -1.6136041405756469 1.495477173205306 -1.5429622078151355 3.0900063795199553 0.45488835002924377 -1.057615275082205 1.6021235533146441 1.4357729362978426 0.22130919745641223 -0.24610391970996962 1.3280298364014875 0.78890857513575896 -0.1921337880321474 2.4461068647497295 -0.32341995197817647 -1.2319146079207914 -0.67312717757827156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 17 13 6 10 8 9 -8 27 -12 25 -4 16 -15 -5 19 20 22 21 -19 -2 24 -24 -13 -27 28 -3 -30
right_child=1 5 4 14 -6 -7 7 -9 -10 -11 11 12 -14 15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-4.6699023781785611e-05 -5.4628394807654744e-06 0.00015912454671523874 0.00013623023654040544 -0.00014068095320751063 0.00024989531597298398 -0.00012311643014892949 -0.00013782533623442494 -0.00029514495242720308 0.00037547203541691627 0.0010064772411855409 -0.00062240109188960765 0.00012588506399333554 0.00027185073377781983 0.00072022481916973909 0.00049852602381322386 -0.00025035654652200959 0.0013885673109530303 0.0001773642725040399 -0.00020990657056997171 -0.00030698497650366807 -0.00083846237453937965 0.0011603380123714349 0.00019124587272426548 -0.00027521553228775612 0.00055226899663796006 -8.6838426984665396e-05 0.00058551305566581708 -8.9272624949520639e-06 -6.6648018384218657e-05 4.5160740256332091e-05
leaf_count=94059 4074 5844 1190 10952 572 9067 3068 3236 628 73 282 6769 2717 104 342 9608 34 547 3212 758 79 151 4265 740 922 3820 188 134719 15833 44078
internal_value=0 -0.00354693 -0.0627682 -0.0232451 -0.163813 0.00365838 0.00738881 -0.134788 -0.0186839 -0.103137 0.0111588 0.094448 0.104999 -0.197699 -0.116113 -0.240529 -0.135737 0.0375591 -0.11218 0.0872494 0.287601 0.418787 0.11866 0.204982 0.261764 0.0606813 -0.0541553 0.00523761 0.0354095 0.0202251
internal_count=361931 267872 37550 26076 11474 230322 221255 7005 3769 3141 214250 13776 13494 10902 11328 9712 10986 14748 3989 10759 777 698 10001 5927 5187 10777 4008 200474 65755 59911
shrinkage=0.000980392


Tree=4165
num_leaves=31
num_cat=0
split_feature=890 407 43 1235 705 1454 1463 1463 1464 1463 1468 1466 1451 1457 1469 1458 1451 1450 1449 1467 1461 1449 1449 1470 1464 1470 1449 1461 1450 885
split_gain=19.7795 28.1057 24.4559 21.6123 23.4302 25.0156 36.4583 27.3887 28.4828 39.3216 30.8417 28.6642 28.5664 41.4554 37.2012 25.1582 29.3466 25.0867 58.4925 46.4601 43.7641 30.6538 39.1116 38.2013 28.417 43.1666 27.9992 27.8011 32.2075 26.2904
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 -1.24934742919911 1.3183739815888758 -0.91909735138557946 -0.37812388882570003 -0.052537044703927886 0.11719349514402237 -0.07002960028815429 0.90889364240410331 0.13570282401931955 -0.051019922992007853 -0.55846928843668719 -0.37428265452218518 0.26371882245380962 -0.10843678457706492 -0.53957858280654969 0.60588132381810589 -0.055946822914332096 1.3050064473793943 -0.2094576419135441 -0.14747379796621402 -0.67653020368304262 -0.36001609994561429 1.4010223322276716 -0.67644785418678099 2.168355840084041 -0.070412655075119956 3.5474713574483379
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 9 10 17 -12 13 15 -14 16 -10 18 19 20 -7 24 23 -23 25 -21 -26 29 -29 -19
right_child=1 2 -4 4 -6 7 -8 -9 12 -11 11 -13 14 -15 -16 -17 -18 27 -20 21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-4.7028248795524118e-05 -7.2088220032678985e-05 -6.9785398130174699e-05 -0.00013292115125772532 0.00028716319295862515 9.3166471467682368e-05 -0.00028896313884578919 -6.3886570465691291e-05 3.3553419943626201e-05 0.0002431236248001623 -0.00044971609295112517 -8.920841748589618e-07 0.00029646938303148793 4.5686679101551458e-05 1.7448562581787252e-06 -0.00018107963490723931 -2.1030307894829654e-05 0.0011491064588209276 -1.0209880629312246e-05 0.00019811569544349512 -0.00043954458195702434 0.00029344935529951164 -0.00083384572014783649 3.783665086470797e-05 0.00097883518530989108 0.000331568423154673 0.00027591315063082457 -0.00020246210679799472 -0.0006656356634008511 -2.0643779188418013e-05 -0.00061093737525207993
leaf_count=96477 36838 20993 8848 3397 15183 10956 2552 71145 5801 1206 4557 2102 8080 11904 5898 1678 134 42453 2257 2125 605 69 2115 335 876 489 986 718 750 404
internal_value=0 -0.00566298 0.0025189 0.00643945 0.0127786 0.00576346 0.148884 0.00109196 -0.0217228 -0.0470851 -0.0404758 0.100429 0.0306151 0.084367 -0.0452631 0.206804 0.273546 -0.055863 -0.121424 -0.166502 -0.258231 -0.022632 0.173624 0.748886 -0.136584 -0.295539 0.0695728 -0.0260259 -0.325579 -0.0154956
internal_count=361931 265454 228616 219768 198775 183592 5949 177643 106498 73003 71797 6659 33495 19517 13978 7613 5935 65138 20813 18556 11561 6995 2519 404 4476 2614 1862 44325 1468 42857
shrinkage=0.000980392


Tree=4166
num_leaves=31
num_cat=0
split_feature=785 652 588 723 760 146 836 497 755 728 785 660 731 620 696 899 705 1467 1387 1189 759 1452 1042 1328 631 1108 1043 6 816 872
split_gain=11.4762 12.1646 16.2775 26.8583 18.5505 19.6611 17.164 16.6649 17.5415 16.474 20.2143 23.2126 26.2928 25.7637 22.0054 21.7978 24.5184 23.0463 24.1517 20.0968 19.3229 19.2235 18.4271 18.1576 18.0239 17.6416 20.6089 19.142 17.4127 18.5117
threshold=-0.86283290253235112 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 -0.72888275707892169 -1.2930404812800023 0.7470041982379938 2.6417921922977028 0.89810127471441203 -0.49008176997875957 0.58460966528228819 0.26872683687560334 1.7256957373890334 -1.130853321005749 -0.68294515127066913 0.59526813135096279 -0.96439995615683594 0.27588322743799282 0.6438120834528841 0.1312614770498465 2.5801211395165438 0.79547082264194502 -1.2738201405718177 2.11494112596605 2.5288692882824866 -0.23092069989462818 1.0479676367008941 0.70529188276067822 0.98567350059335823 3.0757328524286596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 6 7 -6 -4 8 -5 10 11 14 25 -14 20 16 24 18 -18 -17 22 -12 -3 -19 -15 26 27 -13 29 -11
right_child=1 2 3 4 5 -7 -8 -9 -10 28 21 12 13 15 -16 19 17 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018487162538371093 0.00053818547781823891 -0.028704790299342448 0.00033084503472242716 -0.0019019178034249849 -0.016654625275314774 0.011452559189129909 -0.014197061010389107 0.05075689584813662 -0.041855526958271411 -0.0026063463706425967 -0.0064105525447253099 0.010755326441943222 0.019535885193260237 0.0056735804329095642 -0.0025789502723162134 -0.013944577254917224 0.033012717665528081 -0.0070264254977291558 0.0021124009396631649 0.0085966028519028539 0.069035743769462712 0.0074601675307622173 0.012408828728363554 0.083827322123978254 -0.022400851146792758 -0.017879912865281847 -0.026698183710446965 -0.041121104359633509 0.00059762198475209931 0.011721970436458401
leaf_count=29559 105863 152 4657 1278 364 5005 1499 60 177 142303 8605 1157 1882 5933 13368 1401 1092 509 471 872 68 1656 1376 24 391 880 233 94 29920 1082
internal_value=0 -0.00929472 -0.01972 0.0554674 0.141123 0.198562 -0.061624 -0.0676986 -0.113827 -0.0253759 0.0165207 0.0450429 0.10818 0.15223 -0.019255 0.106813 0.160024 0.363796 0.496155 -0.0982051 0.22105 -0.0789025 0.171443 -0.0408435 0.0841761 -0.0987088 0.0358435 0.144376 -0.0364212 -0.0491984
internal_count=361931 332372 226509 13040 6884 5369 6156 1515 1455 213469 40164 29903 14939 12575 14964 10693 8420 2096 1563 2273 1596 10261 1528 533 6324 2364 1484 1251 173305 143385
shrinkage=0.05


Tree=4167
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 728 869 921 783 507 126 1022 140 907 858 924 766 1252 978 633 234 214 1443 830 86 1317 1287 552 590 689
split_gain=19.0783 18.416 21.0071 21.8525 19.7986 19.3808 26.6194 26.9915 40.4823 21.3693 20.8881 22.419 23.1533 22.1771 20.1911 19.8939 19.4401 19.383 21.0505 19.82 19.3504 19.2713 19.2691 21.9043 21.2405 21.4528 19.5644 19.4506 18.9866 19.8467
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.65809631222906606 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 -0.69784808892615657 1.0825608069246189 1.8999064755685127 -0.45228654518479167 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 0.37772781070951184 1.593744732512876 0.90765045146119727 1.4051290313271714 1.4042709669772029 -0.49798711729611411 -0.094909295250136097 0.58895901036483078 0.86385367930994306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 9 7 10 22 -2 11 13 -13 -7 -10 -8 21 18 19 -17 -21 -16 23 24 25 27 -25 -9 29 -11
right_child=1 2 3 -5 -6 6 15 8 14 28 -12 12 -14 -15 16 17 -18 -19 -20 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=3.956034407831616e-05 -8.8744567647915326e-06 -3.8604526425278658e-05 0.00023291840096299361 3.6863466834713686e-06 -6.0125656080385797e-05 1.0473985412852512e-05 -8.1617613441996447e-05 8.2969502644767657e-05 0.00026475483183625837 0.00017460905427558272 -9.1348240614025462e-08 0.0006607922205076924 1.162215180647188e-05 -8.3925919698556522e-05 0.0003433248547752702 -0.00033139994295780181 -0.00072969247901840534 0.0008300272140259711 -0.0013221763252596389 -0.00037586059041130258 0.00017641170581367415 -0.00082280081547442111 -0.00015052911662786204 -0.00028679729081088783 -0.00037196022014857429 0.00034727920333021668 0.00021426311802128937 -0.00012397655540267747 -0.00013592193308303442 -0.00010025017045479204
leaf_count=29559 48652 9447 5244 5700 1127 17815 79939 4446 4493 7617 62084 372 658 61767 285 897 191 171 73 505 3679 90 3931 460 906 809 3676 4424 1387 1527
internal_value=0 -0.0190195 0.0410486 0.0966722 0.181398 -0.02424 -0.0340179 -0.0178404 0.0520083 0.0124446 -0.0306979 -0.057587 0.253404 -0.0629225 0.221207 -0.0725891 -0.159605 0.075446 0.0457652 0.0642788 0.125498 0.109826 0.000800134 0.0356083 -0.0203122 0.00834339 0.169447 -0.0241012 0.0998695 0.135343
internal_count=361931 332372 21518 12071 6371 310854 251671 166407 23711 59183 142696 80612 1030 79582 5059 85264 566 5325 5154 5081 4184 375 18652 14721 10585 9679 4136 8870 10531 9144
shrinkage=0.000980392


Tree=4168
num_leaves=31
num_cat=0
split_feature=890 407 43 705 1375 50 332 747 1011 1462 49 1468 785 900 1328 993 768 1454 1463 426 1053 1452 972 864 791 755 710 1470 1451 816
split_gain=22.8959 28.8947 23.7167 22.9104 21.5786 20.9167 32.4153 24.8022 24.621 24.6193 23.8472 22.873 21.2033 20.0781 19.8441 19.8091 19.6313 19.5963 23.5091 21.899 21.8344 22.3222 20.6772 21.3435 26.8697 26.5406 19.5186 20.0233 23.0831 21.7218
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 1.3183739815888758 1.9058216595195987 1.0000000180025095e-35 1.0000000180025095e-35 0.34871943973277292 2.2221924123088783 0.068159099644477417 2.3839209586872081 0.86513973906966435 -0.86283290253235112 0.98866845879196308 2.2934446088872886 -0.89727091510114898 0.27184435679297764 -0.91909735138557946 -0.37812388882570003 0.64045445416373481 -0.35589093498577051 0.31080832553362553 1.4356194732106096 1.0000000180025095e-35 1.0000000180025095e-35 0.58583312291556033 2.639808918100857 -0.45970783276256971 -0.33647910038591805 1.6237992503990648
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 15 6 26 -8 12 11 -9 -10 14 -11 -7 16 -5 18 -14 22 -20 -22 23 -19 25 -25 27 -3 -29 -30
right_child=1 2 -4 4 -6 8 7 10 9 13 -12 -13 17 -15 -16 -17 -18 19 20 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-5.1812113004048696e-05 -7.4615007091518714e-05 -2.4004880651837169e-05 -0.00013240551447045803 0.00015417617354390912 -0.00025030431085087035 0.00011876821357313776 -3.4777395446012771e-05 6.5941830846922076e-05 -1.6528947689608915e-05 0.00014449349242448987 -0.00073221248549365406 0.00052660760349602877 0.00032944893119418516 0.00061738432702428147 -0.00053175486599183603 7.093933321839059e-05 0.00061912832207537064 5.3762369312952701e-05 0.00025222415591091683 -5.7619911907295144e-05 -0.00043667744931338983 0.0011799191175811941 -0.00011489908032998881 -0.00013016380131022925 9.5663090658329865e-05 0.00012745021312949483 0.00031461826693057374 -0.0002136307491015864 -2.7056175752935988e-05 -0.00033756160458350842
leaf_count=96477 36838 18084 8848 1300 1230 10137 30039 20115 2411 721 176 370 1621 733 213 13813 554 40930 557 24207 690 37 5152 10455 4855 2329 717 13454 13021 1847
internal_value=0 -0.0074079 0.000887739 0.00474428 0.082874 -0.00192164 -0.0276662 0.00640536 0.0181234 0.172343 0.0609933 0.0569941 0.0111177 0.387883 0.106595 0.101325 0.309864 0.00092998 0.176115 -0.00474917 -0.0615694 -0.336859 0.0164982 0.0277931 -0.0347121 -0.0879789 -0.0812852 -0.0883246 -0.134616 -0.0640506
internal_count=361931 265454 228616 219768 16897 202871 97453 50330 105418 4235 20291 2781 101183 1454 10350 15667 1854 90833 2905 87928 1284 727 63721 58569 17639 12784 47123 46406 28322 14868
shrinkage=0.000980392


Tree=4169
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 564 921 728 651 513 583 713 485 581 911 902 290 776 694 768 515 799 1193 413 376 258 701 904 578 498
split_gain=25.7298 19.8011 26.4586 24.7587 52.9237 27.2436 24.1482 39.6832 36.0729 34.313 50.2013 33.3665 31.4243 31.1124 33.5716 29.8427 33.1366 25.4405 24.501 24.0236 23.912 23.7316 23.4359 23.4308 22.0459 21.9215 21.2181 20.6388 20.0067 20.9008
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.0525743831388839 -1.3163276726681863 1.1107569744011787 1.0454229551509682 -0.55326332990463356 1.0000000180025095e-35 0.32122098048435449 1.0000000180025095e-35 0.77693903076620996 -0.204299180748722 1.514851825702467 2.5659293755304176 1.3786224691954045 1.0947458759337851 1.4353143596930875 1.0000000180025095e-35 3.7217432733790368 1.0000000180025095e-35 -0.5514799173923951 1.1203171907964993 -1.2451390148436692 0.95245965636413243 -0.87905496296652397 0.59235351831561789
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 5 -5 20 7 8 12 15 -11 -8 21 14 26 27 25 23 -14 22 -2 -3 24 -13 -18 -17 -12 -9 29 -4
right_child=1 2 28 4 -6 -7 11 9 -10 10 13 17 18 -15 -16 16 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.569011084575953e-05 -6.5339189008876169e-05 0.000120716464821922 -4.9903396571008203e-05 0.00030470066152605776 -3.2593871515215787e-05 -0.00016795716219478936 -0.000126538272772306 -6.3594050855435316e-05 -0.00017183394359861605 -0.00010543179984313483 -0.0003847560707653255 1.7534151708061788e-05 0.00030410211690189365 1.9675479474461041e-05 -4.1586347283086726e-05 -1.5830400789469439e-05 -0.00019627011549878566 -0.00068628374612862307 9.2326629967101932e-05 0.00052482915111487689 1.5698890997760816e-05 -8.9389055086913513e-05 0.0020998293710751993 0.00017067572514385616 0.00018885261480691164 -0.00019797721663038014 0.00029456498261595587 -0.00018106318895442318 -9.4701903520159745e-05 0.0004551374987787699
leaf_count=29559 86094 5082 934 2736 10940 11199 3563 30567 2539 7410 228 7921 4290 10065 1905 43161 900 260 5855 672 29310 5455 23 11776 2259 4798 5821 13819 22217 573
internal_value=0 -0.0222554 -0.0077909 -0.045515 0.0494032 -0.0570738 0.00252331 -0.00909791 0.0742835 -0.0267882 0.0421183 0.0681402 0.104981 0.103649 0.200005 -0.0492247 -0.0123487 0.10365 0.190348 0.174765 -0.0452195 0.0171896 0.097351 0.11149 0.0811728 -0.0309956 0.277177 -0.0975604 -0.0784819 0.160557
internal_count=361931 332372 192093 140279 13676 126603 168369 144849 23221 121628 25429 23520 20682 18019 7954 96199 51813 19957 10145 3854 115404 10537 3182 19697 3159 47959 6049 44386 23724 1507
shrinkage=0.000980392


Tree=4170
num_leaves=31
num_cat=0
split_feature=871 65 1463 1369 1468 1463 1468 1449 1463 1465 434 1454 1465 1469 1450 1461 1464 1467 1462 1453 1460 21 1455 53 675 131 1455 1437 708 753
split_gain=11.7703 14.2428 20.4609 22.0158 22.0563 34.1195 32.6747 33.6366 36.7594 33.9626 26.9607 26.1338 24.6334 30.1276 26.1627 24.2435 23.7939 22.7033 27.7001 26.749 27.3387 26.3852 22.9042 22.4397 22.0515 24.6748 22.8625 21.9102 21.7776 21.6397
threshold=1.0000000180025095e-35 -0.39289434837986426 -0.052537044703927886 2.8645187208279692 0.38892790084257617 -0.45723996025542596 0.24348389113775118 -0.66773832159351054 -0.35228055819827298 -0.35531576034410856 1.751059330962299 -0.672122352939171 -0.51322729858334903 -0.24052354252423744 -0.10640331734405503 0.92086227942272492 0.10188322546539115 0.027744735654897854 -0.15866510831521125 0.89653246390762387 0.2070153182358592 1.9458729514926574 0.039376290032484627 2.6232672237782171 3.0147361904152015 -0.67630721506970115 0.35881941651261778 -0.67194577436743119 -0.2455180282720888 -0.29671789949796229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 11 7 8 10 12 -7 17 13 14 -9 29 -11 19 -19 20 22 -21 -1 -6 25 -15 -27 -24 -22 -10
right_child=-2 -3 -4 -5 23 6 -8 9 15 16 -12 -13 -14 24 -16 -17 -18 18 -20 21 28 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0094598517090895336 -0.0018202719960596723 -0.00099343861542867604 0.0021827513191026169 -0.015742091429670414 0.0025805024422041376 -0.029692920182487044 -0.021722700329002805 -0.0059656055435467099 0.0022757277044626002 -0.018369960077564165 0.1044014393823942 -0.00097304975411794531 0.0084256163340026332 -0.028607014745791227 0.024863586674795657 -0.017364187666338897 -0.0026750362586826543 0.017990197279376719 -0.0060700836286853195 -0.011849059393102292 -0.024713296136963492 -0.081242960112104384 -0.023835001546731051 0.029678757171296533 -0.076332048594267121 -0.0021519930342614956 -0.04766146546299798 0.0025300233452660893 0.004695566317782349 0.017381809381598359
leaf_count=6096 71831 124983 65373 1453 19665 633 1627 855 3147 4535 21 43188 2184 952 561 530 1829 2728 870 568 782 85 608 373 69 2153 209 1572 575 1876
internal_value=0 0.000555336 0.0135087 -0.00709443 -0.00343865 -0.0208716 -0.101356 -0.0763086 0.0596778 -0.144218 -0.497264 0.00689057 -0.0336855 -0.127661 0.142343 0.114084 -0.270701 0.0942402 0.251015 0.0392056 0.0684128 -0.431024 0.11753 0.0619844 -0.253735 -0.225022 -0.104544 -0.0849576 -0.23512 0.16163
internal_count=361931 290100 165117 99744 98291 78253 21181 19554 6207 13347 654 57072 6983 4799 1416 5553 6364 13884 3598 10286 9633 653 8276 20038 3383 3314 2362 2180 1357 5023
shrinkage=0.05


Tree=4171
num_leaves=31
num_cat=0
split_feature=890 407 43 705 993 50 56 1011 1462 1468 785 557 636 768 900 1328 710 1314 1470 1036 1292 1454 1463 426 1053 1452 972 864 791 755
split_gain=21.2857 27.0766 23.1149 22.183 21.4303 20.4306 33.3588 24.9324 24.3699 22.9485 22.8369 20.9796 20.6606 20.1538 20.1189 19.6604 19.3642 19.396 23.6008 18.9337 18.7903 18.6569 22.3403 22.1583 21.6645 22.4782 20.5142 21.1333 27.0554 26.6436
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 1.3183739815888758 -0.89727091510114898 1.0000000180025095e-35 1.0000000180025095e-35 2.2221924123088783 0.068159099644477417 0.86513973906966435 -0.86283290253235112 -0.66556053243866398 1.5999881786858723 0.27184435679297764 0.98866845879196308 2.2934446088872886 2.639808918100857 -0.82548413891789607 1.9371649221401142 -0.37693799216628571 1.0000000180025095e-35 -0.91909735138557946 -0.37812388882570003 0.64045445416373481 -0.35589093498577051 0.31080832553362553 1.4356194732106096 1.0000000180025095e-35 1.0000000180025095e-35 0.58583312291556033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 13 6 16 10 9 -9 15 12 -8 -5 -10 20 17 -3 19 -19 -7 22 -12 26 -24 -26 27 -23 29 -29
right_child=1 2 -4 4 -6 7 11 8 14 -11 21 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-4.8281563723146228e-05 -7.0583609943873429e-05 -0.0002253731710266176 -0.00012916175714474252 0.00014353277905241232 5.3415332771888844e-05 2.3436601298066796e-05 -0.00012995494602362196 -1.3510371691717428e-05 0.0001459146721867986 0.00053067113162022224 0.00032275209260668912 2.5370185936097945e-05 0.0002681643779995037 0.00060982861988692443 0.00061951514055575666 -0.00052436970954057572 0.00032250572038895937 1.0890039746213942e-05 -0.00036604320258238363 -0.0001055455645992856 0.00021133223008596943 5.5047732224534976e-05 0.00025377945410248422 -5.6708269692128974e-05 -0.00043437811106379582 0.0011887533024216401 -0.00011310422488564952 -0.00012883649064082152 9.7889353806715598e-05 0.00012949084858686856
leaf_count=96477 36838 6893 8848 1357 14971 4496 7806 2411 721 370 1621 43790 652 569 733 213 711 15027 1877 20697 5641 40930 557 24207 690 37 5152 10455 4855 2329
internal_value=0 -0.00535461 0.00267549 0.00648356 0.0834115 -8.31421e-05 -0.0255527 0.0197432 0.174982 0.0602091 0.0126835 0.00799527 -0.0978348 0.297915 0.38955 0.111761 -0.0817021 -0.0888214 -0.0677017 -0.0540666 0.126228 0.00209105 0.173217 -0.00345486 -0.0588626 -0.333756 0.0179414 0.0292024 -0.0330371 -0.086515
internal_count=361931 265454 228616 219768 16897 202871 97453 105418 4235 2781 101183 52248 8458 1926 1454 10350 45205 44494 37601 35724 10137 90833 2905 87928 1284 727 63721 58569 17639 12784
shrinkage=0.000980392


Tree=4172
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 962 831 652 588 689 1002 816 872 507 1452 590 900 752 590 689 355 430 726 695 1462 51 728 18 382 12
split_gain=26.3828 18.8714 22.1764 23.0069 21.8252 26.0447 27.8018 25.4828 23.2021 27.1816 20.978 20.8556 23.1333 20.6925 19.692 19.6872 21.5771 19.0748 19.0203 19.7822 18.684 18.4055 21.1468 18.3916 18.9798 18.3454 18.3301 18.2816 18.1993 18.4754
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.3714217264408297 2.0523937188146193 -0.98896428961744431 2.250834115212506 1.0000000180025095e-35 1.0000000180025095e-35 0.98567350059335823 3.0757328524286596 0.65809631222906606 1.3895128202463656 -0.67541201360492764 1.8636825236010697 -0.45388603942719924 0.58895901036483078 0.86385367930994306 -0.50391836007684632 -1.2369097968503453 -2.5456679507321813 -0.33888244088082226 0.10265607763050343 1.0000000180025095e-35 -0.49008176997875957 0.22551069680440386 1.0000000180025095e-35 1.3623855686193187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 4 3 -3 13 6 7 15 11 -10 17 12 -9 23 -8 -6 -17 -11 19 21 -4 27 -23 24 -2 -20 -1 -15 29 -5
right_child=1 2 20 28 5 -7 14 8 9 10 -12 -13 -14 18 -16 16 -18 -19 25 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011391372869342777 -1.8875918159531793e-06 -8.4788764769285933e-05 3.9068389070570595e-07 0.00011471517989847596 0.00016922898832842743 -9.971744678668818e-05 6.5078278911425845e-05 -6.7691316560183218e-05 -8.123031777459202e-05 -2.3920952798762456e-05 -4.5813330916483631e-05 1.249116374573681e-07 0.00021790159262676152 1.6275995599227551e-05 0.00044226919990654636 -1.5175713119541531e-05 0.00024977603963718481 0.0003179234896905976 2.421817107819538e-05 -0.00010092017300383057 0.00027749354913618278 -0.0006138558982002265 0.00022488983774534733 5.7621501788222149e-05 -0.00011845693923904645 -0.00051317396750998143 6.6053816338522902e-05 -0.00082964670488993339 -2.5514348030861068e-05 0.00053387190590599345
leaf_count=3396 24100 7439 1706 4662 4224 45029 7167 131844 3753 1117 1709 30753 1275 730 661 19863 1494 2782 919 1527 2692 146 6559 14057 10495 468 26163 182 4520 499
internal_value=0 -0.0209787 0.039822 0.00443464 -0.0262633 -0.0366329 -0.027255 -0.0330468 -0.0439306 0.0594877 0.153751 -0.051259 -0.0654557 0.0126867 0.101436 0.0325489 0.00487756 0.239609 0.0987323 0.134249 0.173252 0.176964 0.212424 -0.00847997 -0.0384708 -0.140015 0.0487749 -0.136736 0.0726022 0.159581
internal_count=361931 332372 21518 17120 310854 251671 206642 198814 173233 9361 5608 163872 133119 59183 7828 25581 21357 3899 10531 9144 4398 7617 6705 48652 34595 1387 29559 912 9681 5161
shrinkage=0.000980392


Tree=4173
num_leaves=31
num_cat=0
split_feature=129 699 1455 1467 1455 1456 848 1290 1450 1049 1450 1457 1457 1453 1453 1462 1458 1462 1458 1451 1452 1466 1455 1455 21 1462 1462 1449 1449 1453
split_gain=11.6329 13.9377 16.1724 20.1469 28.0997 19.0057 17.325 17.2387 18.6388 22.2132 19.0906 17.7818 20.3503 18.4498 21.2158 22.6007 20.3234 44.6669 33.2589 32.3568 31.5392 30.8212 32.3906 50.0531 31.8973 29.285 34.4641 34.3922 51.3092 39.7079
threshold=1.0000000180025095e-35 0.57952241499799417 3.4968546965963623 -0.59198293047062622 4.7830314007109473 1.6651900077780224 -0.96939125120745795 1.8124611990991408 0.88343564287383192 0.47906752468609232 0.87081989481316024 0.68635126017805159 0.57275488436352984 5.5477399240790328 3.1009221960109401 3.938751423652564 -0.71693843586677841 0.37407200465964635 -0.54909029163641709 0.64614069530580831 3.8713093281147861 0.39005462831376697 1.0000000180025095e-35 -0.078515617405996954 2.7023039193162686 0.46541324990069172 -0.088208444556129667 -0.30724857489969548 -0.26335427453405108 0.43370469085150809
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -5 -6 8 10 -10 11 12 13 14 15 16 17 -1 19 21 -21 22 23 24 -18 26 27 29 -29 -20
right_child=-2 -3 3 4 6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 18 -19 25 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=8.8864751791536435e-05 -0.0021996182077959315 -0.0014407861268598502 -0.0049204223054388381 0.024074021269864757 0.041705167640315739 -0.027186004495908619 -0.0074253854020726873 -0.0040746147583445008 0.0051428636858610044 -0.0017234751890792656 -0.024159412530407005 0.002828963140477393 -0.009776902502371081 0.01975359619205351 -0.01478095571473103 0.018707903651047277 -0.0043565894836123257 0.011413469851275955 -0.0053894559451510378 0.015346871836374263 -0.047762691839255862 -0.018363354717095121 -0.012877491914305289 0.027638034415899612 0.036746626681081099 -0.0038527760159343702 0.005171266755436517 0.0180998333128666 0.00090717088935773113 0.0046842586491393111
leaf_count=21229 48087 77678 1173 1515 82 114 787 13466 20843 7954 458 26737 3295 544 1327 732 11101 5820 25395 1311 110 2750 5286 696 242 21430 19604 2429 33111 6625
internal_value=0 -0.000734264 0.00795423 0.15131 0.25568 0.425403 -0.0480165 0.00536836 0.00999955 0.0629517 0.00134782 0.00247447 -0.00694538 -0.00331413 -0.0049026 -0.0023895 -0.00447427 0.0541913 -0.0165738 -0.102968 0.215373 -0.130061 -0.0924793 -0.0267326 -0.0672 -0.000355205 0.0187502 -0.00668961 0.0424896 -0.0635319
internal_count=361931 313844 236166 3671 2498 1629 869 232495 219029 28797 190232 189774 163037 159742 159198 157871 157139 27049 130090 21496 1421 20075 17325 12039 11343 108594 87164 67560 35540 32020
shrinkage=0.05


Tree=4174
num_leaves=31
num_cat=0
split_feature=785 519 728 962 831 652 816 507 841 225 665 85 695 1043 588 575 1450 392 332 1463 260 2 590 900 1452 829 87 487 912 867
split_gain=24.1161 18.6992 22.4075 28.5565 28.0046 26.4961 22.9462 22.3398 21.8879 22.7734 21.8902 21.0231 21.2228 20.9911 20.8321 22.0088 20.396 25.0106 23.6255 20.6937 20.2826 25.1669 19.8137 21.6105 19.5071 19.3302 23.4825 20.4055 19.4536 20.0638
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 2.0523937188146193 -0.98896428961744431 0.98567350059335823 0.65809631222906606 1.2259052867616704 -0.29739856060716213 3.0858555402564884 -1.0512316988010628 0.64161088687719048 1.1985752104141596 0.71188872395471614 1.0000000180025095e-35 -0.35262914890079794 4.2575473192899809 1.0000000180025095e-35 3.2146045722163294 1.0000000180025095e-35 -0.45194371579107256 -0.67541201360492764 1.8636825236010697 1.3895128202463656 0.081178570685262019 -0.31474987476947108 1.1053306314956497 2.0688630952352867 -0.72818492217606867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 22 8 -2 10 11 25 12 -10 -11 15 -3 -8 18 19 -18 -20 -22 -4 -24 -6 28 27 -27 -7 -30
right_child=1 14 3 -5 24 6 16 -9 9 13 -12 -13 -14 -15 -16 -17 17 -19 20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=4.5643188265525697e-05 -7.7608118680974881e-06 -8.1158236176871433e-05 0.00017205910627877602 -0.00010192340753835496 6.6853415908303977e-05 -3.4529132338163202e-05 -4.9193531017865545e-05 0.00010141139777093904 -0.00052054995122604913 -0.00018764442678434321 0.0002338940857783264 -3.764242257468312e-06 0.00021396688259427387 -0.00056419125715168549 0.00016640462418021849 7.1334494380095948e-05 -1.6264720549375058e-05 -0.0012151696287279153 0.00020378641067716102 -0.0011824345464679065 -0.00034783002577064114 0.00010115427754753252 -1.2866772292468481e-05 0.0002522208496905035 0.00044223738108949948 -1.598092614377514e-06 -0.00014770641684539587 -0.00023529861834120403 0.00056208788602558251 3.8430598515539731e-05
leaf_count=29559 48652 7439 4224 45029 7167 79198 15534 10531 1061 6618 1235 6685 283 940 4398 9681 8494 84 5447 96 699 2067 19863 1494 661 16868 23240 3006 520 1158
internal_value=0 -0.0201245 -0.0253826 -0.0358873 -0.0260638 -0.0318752 -0.0429695 0.014065 -0.057328 -0.143739 -0.0467823 -0.0555587 -0.34994 -0.242594 0.0403835 0.00610992 0.0092054 0.0611662 0.0666208 -0.0282946 0.137523 -0.00597039 0.0350031 0.00724796 0.103069 -0.0503659 -0.0945893 -0.0324087 -0.0296905 0.214534
internal_count=361931 332372 310854 251671 206642 198814 173233 59183 140812 15587 125225 8029 1344 7558 21518 17120 32421 16887 16803 8590 8213 2766 25581 21357 7828 123990 43114 19874 80876 1678
shrinkage=0.000980392


Tree=4175
num_leaves=31
num_cat=0
split_feature=785 727 547 188 741 884 1248 641 1109 1454 745 513 1038 765 1467 1140 401 677 177 317 429 1396 773 897 1391 1055 1188 829 770 1459
split_gain=11.6456 12.3361 12.4626 13.7109 15.6007 14.5459 17.7401 17.7289 14.7668 18.1321 14.7816 14.4936 17.9831 15.3866 13.5063 15.2436 13.4265 13.3046 13.2529 13.2209 14.2578 12.7947 16.3728 14.0987 14.4538 12.4661 12.4596 12.5084 14.1463 12.2347
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4078093546699517 1.0000000180025095e-35 1.9896146111191899 1.0000000180025095e-35 2.4638926018522311 -1.058327593937739 1.5249870866780488 -0.47921441570843964 1.0000000180025095e-35 2.0831197595613671 0.73789884522200078 -1.0686618552726517 0.23932947083138087 -0.3288949744176709 5.609600370218689 2.6489064257134509 0.2805922226790849 -0.58386337757654105 0.23542137675608577 1.1458503322485203 -0.60643303561661599 1.0928059369749845 -0.70277530846512659 0.55830774355234558 0.74572838642484462 2.2322159894299918 -0.53435516260289262 4.5780457843415556
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 11 6 7 -3 16 10 -10 14 13 -13 15 -5 21 29 19 20 -15 26 25 24 -24 -23 27 -7 -29 -16
right_child=-2 2 -4 4 -6 8 -8 -9 9 -11 -12 12 -14 18 17 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00070812361422585199 -0.00048137779713893153 0.037865670799074214 -0.0078499076812106744 0.00024650257971649779 -0.026089339435090977 0.0082948005366984059 0.042517692305088395 -0.0058822020634350875 -0.019997822527788756 3.2639928824846053e-05 -0.10546132179804486 -0.096926062726091652 0.025432985406395305 -0.08754944435186153 0.021815047285908041 0.013287220985268113 -0.077473044938072902 -0.064240714330901616 -0.038448364464766287 0.0095039437595093 0.022939132979506411 0.028497070789710179 0.05128717431668306 0.048232957972194235 -0.04301885824367227 -0.055714026543103895 0.022310309989117722 0.013016459312405399 -0.089521712955772159 -0.072655277325999468
leaf_count=12551 332372 108 1040 1997 160 2569 92 3530 66 305 44 30 207 39 1734 2948 29 30 165 340 30 165 21 31 244 28 962 34 39 21
internal_value=0 0.036965 0.0777955 0.093951 0.165883 0.0319439 -0.0659896 -0.0904815 0.121912 -0.293934 -1.08627 0.181824 -0.11444 -0.309969 0.216997 0.154798 0.163182 0.391653 -0.225873 0.00254723 -0.93492 0.173198 -0.17583 -0.519789 -0.69105 0.338553 0.220304 0.139864 -0.810459 0.415961
internal_count=361931 29559 17008 15968 7701 8267 3730 3638 4537 415 110 7541 811 604 6730 4945 4122 1785 574 409 69 4093 489 296 265 193 3604 2642 73 1755
shrinkage=0.05


Tree=4176
num_leaves=31
num_cat=0
split_feature=21 1426 1223 1160 1365 181 1386 768 908 912 49 983 1186 1040 80 795 211 231 494 566 1048 969 969 1389 646 73 360 898 801 560
split_gain=11.6267 12.3833 16.935 22.4332 20.1843 19.0249 18.1988 20.1045 22.2589 18.3256 18.1083 18.1591 17.4034 17.2249 17.1207 17.5561 16.6485 16.5296 17.4634 16.8803 16.747 21.9166 20.9886 18.3194 17.7943 16.2325 19.1587 17.4519 16.9309 20.5985
threshold=-3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.42638832581415231 2.2660174815480416 0.20433332719123584 -0.45119047313171229 2.414645297084959 -0.23086431571610386 1.0000000180025095e-35 1.0608287114132577 -0.81585659069827055 2.9557068033126153 -0.21096346468848245 -0.29258408639884992 -1.3901983001555529 0.66120899063968608 1.0653062870866568 1.1300706102258438 -0.22259062681254041 0.57208938684873722 -0.34694089614651508 -0.19102378760183708 0.52332193018248507 -0.33306603231948056 1.9693832147373518 2.3344735647679373 2.3649821934304964 -1.4162754416227357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 13 14 -10 12 -12 -5 -6 15 -9 -13 18 19 -16 24 22 23 -22 -20 26 28 -28 -4 -30
right_child=1 2 25 10 5 -7 -8 8 9 -11 11 16 -14 -15 17 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.014318889033672006 0.00021440433871634343 -0.011446073324377096 0.0015623418734524496 -0.0055181143448459072 0.0057255903132748722 -0.037405484438604482 -0.0093391842957132164 -0.0065119741092007372 0.10090123867611156 0.0086630439102787973 -0.0026149367258395955 0.057119026201842872 0.003261096455761189 0.056154810406112289 -0.011693622119941374 -0.030411130103862 -0.017387106659694101 0.021486669694180425 -0.027945856144752337 0.021176349315306708 -0.00072760403933499595 0.11960200321290893 -0.028355753445603583 0.1313935870460026 0.058355163155573556 -0.0017628931134602247 0.019196718397744259 -0.050396199933405932 0.071083548964031268 -0.031371991044229407
leaf_count=716 226094 12540 30115 4537 4410 649 5961 2135 48 132 12148 42 13874 97 2848 1129 2334 582 199 261 40 50 81 33 53 39426 977 54 23 343
internal_value=0 -0.00568634 -0.0251024 -0.0582415 -0.121853 -0.0669367 -0.0546277 0.00715879 -0.0910637 0.886013 -0.0191208 -0.0887561 0.0274668 0.141932 -0.116996 -0.288092 -0.31137 -6.69061e-05 -0.0757204 -0.15577 0.428961 0.972826 0.439115 1.4311 -0.0913833 -0.00155324 0.0364113 0.32487 0.0252784 -0.46857
internal_count=361931 361215 135121 64183 31248 18708 18059 12098 7591 180 32935 14524 18411 4507 7411 3264 2376 4147 3565 3109 456 204 154 73 252 70938 31512 1031 30481 366
shrinkage=0.05


Tree=4177
num_leaves=31
num_cat=0
split_feature=890 407 43 705 993 768 1454 1463 1449 1467 1451 1189 44 1463 1464 1463 1449 1450 1469 710 1452 1453 1464 1470 1463 1465 1466 1466 1454 21
split_gain=20.2249 27.0187 23.0718 22.2833 22.0407 20.3822 20.2734 39.4723 24.4805 42.1587 36.9721 25.8739 25.4797 22.9176 26.9069 33.065 30.9017 37.5818 30.1508 30.2976 30.093 32.9086 33.8454 32.4147 31.7372 30.8191 29.4698 38.924 57.6417 32.6309
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 1.3183739815888758 -0.89727091510114898 0.27184435679297764 -0.91909735138557946 -0.37812388882570003 -0.016736665957810089 -0.22023664855122008 -0.029506737468258704 0.48845763127786218 1.0000000180025095e-35 -0.052537044703927886 0.11719349514402237 -0.07002960028815429 0.075308567821545588 -0.53957858280654969 2.5330109856685032 1.9207401787728819 -0.63142553974728977 -0.20662850366848182 -0.31497481326640125 0.11585700640814046 -0.22035286209049118 -0.52774419131799011 0.13570282401931955 -0.2993392274730397 -0.86730870454553399 -0.32341995197817647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 7 8 9 -3 11 -10 -11 14 15 16 17 -8 19 20 -19 22 24 -24 -22 -26 27 28 -18 -29
right_child=1 2 -4 4 -6 -7 13 -9 10 12 -12 -13 -14 -15 -16 -17 26 18 -20 -21 21 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-4.6245361202675681e-05 -6.9577237460142534e-05 0.0005935507483436185 -0.00012813618835080053 0.00014681403929998023 5.4162263566611591e-05 0.00061583953495530268 -0.00015592139622715108 -8.4805762360261886e-05 8.4051428873675094e-06 -0.00033445808513305088 0.00080283131295817093 -0.00085270285117039046 0.0003423402485426081 2.5443590702106109e-05 2.526677719566306e-05 -0.00040375659995113783 -0.00077443293221125256 7.9684546479038269e-05 -0.0004780949007315818 0.00021577619737441552 -0.00012779511379256404 2.9379867612084005e-05 -0.00010474895017038682 -0.00048477209047518665 -6.411275955472795e-05 0.00056611693127176345 0.0001225989267048928 0.00011234508884282446 5.2022277984220059e-05 -0.00031737874419368486
leaf_count=96477 36838 1504 8848 1357 14971 569 18543 2922 690 587 177 272 582 78361 36722 1319 529 7469 826 2365 8576 8743 2214 2601 912 689 8316 1145 13261 3546
internal_value=0 -0.0043648 0.0036587 0.00746426 0.0846019 0.302194 0.000881002 0.124053 0.26898 0.381763 -0.0143215 -0.217715 0.0377986 -0.00319007 -0.0232837 -0.0469619 -0.0411615 -0.0742056 -0.0297465 -0.0196754 -0.039428 -0.0816097 -0.148951 -0.312314 -0.0730979 0.224092 0.0196463 -0.031988 0.027288 -0.212667
internal_count=361931 265454 228616 219768 16897 1926 202871 6734 3812 2673 1139 962 1169 196137 117776 81054 79735 52938 34395 33569 31204 23735 14992 4815 10177 1601 26797 18481 13790 4691
shrinkage=0.000980392


Tree=4178
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 878 570 1421 82 350 1396 422 11 796 772 381 1466 983 672 1224 1180 1177 982 1183 1022 785 353 146
split_gain=20.2023 19.1326 20.5627 19.6474 21.3488 18.7978 44.0599 17.2901 17.2018 16.9565 17.329 18.702 21.501 21.3504 18.1062 16.9544 17.3669 18.7277 17.7044 19.3646 19.2331 17.3043 17.9118 16.9201 16.8206 18.1546 16.7329 18.5847 18.5719 17.8306
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 2.630508148566769 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 0.8863174324919626 1.0939301863914108 -0.9594119830718516 0.38087715954262297 -0.28708682036526079 -0.32502189658861175 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 1.9980862990756834 -0.98536440085365629 -0.80577776936292356 0.51333401215625141 -1.3559834075917185 1.0000000180025095e-35 2.9970139449733542 2.5458802938288509 2.7503861831498626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 -4 24 6 15 -6 9 10 11 13 -13 -7 -15 21 17 -17 -18 20 -20 -3 -23 -8 25 -5 29 -28 -29 -2
right_child=1 5 3 4 7 8 23 -9 -10 -11 -12 12 -14 14 -16 16 18 -19 19 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=4.2884360207261552e-05 -4.7245428672015547e-05 -0.0001805616028308304 1.3235871199339144e-05 -0.0014336474897176771 0.00019454646994144088 -0.00011749369275803664 -9.7492402181976871e-05 -0.00074948176485103556 -8.3988317405631857e-05 -0.00021272082549633929 -0.00015278528850090267 0.00012420308549924197 -0.00012983006517135943 -0.00038170713006598436 0.00026933097664458614 0.00099740988650082749 -0.00033409380067622464 8.8144225932740942e-05 0.00084772458404337465 -0.00063002424743953162 -0.00082198089507607005 0.0030348972575841189 0.00036903614221423474 0.00049374590845368963 -0.00063995805100446068 4.9761711411078572e-05 -6.0635652632467252e-06 0.00011901838124466175 0.0011990917224753016 0.00027506999873156665
leaf_count=29559 86488 3226 34551 45 6219 8640 264 82 61493 2973 3798 12404 2576 341 1505 235 540 276 229 100 58 23 134 1120 265 984 98491 4444 66 802
internal_value=0 -0.0174402 -0.00704231 0.0367034 0.13475 -0.0488542 0.0777652 0.185247 -0.0590461 -0.0111166 0.00599352 0.0300849 0.08513 -0.0577361 0.172887 -0.0505685 0.168908 0.525024 -0.0328181 0.339693 0.621937 -0.150633 0.822367 0.394151 -0.121057 -0.00494744 -0.0177234 6.41006e-05 0.140381 -0.0443188
internal_count=361931 332372 232437 42146 7595 99935 6205 6301 93730 32237 29264 25466 14980 10486 1846 4821 1438 511 927 387 287 3383 157 1384 1294 1029 190291 103001 4510 87290
shrinkage=0.000980392


Tree=4179
num_leaves=31
num_cat=0
split_feature=253 1047 1465 976 189 843 547 1047 671 984 1457 418 978 1129 501 618 1254 1454 845 1107 912 732 831 321 563 156 771 48 95 1122
split_gain=11.6861 14.6155 22.2163 20.713 16.6009 16.4158 16.5702 19.9922 16.8668 17.4437 18.235 17.2357 17.2753 18.2603 16.7487 16.5247 16.372 16.2685 16.9654 16.4381 16.8477 15.9783 16.8121 15.7262 15.717 19.2981 18.1762 17.3927 17.3388 20.4913
threshold=1.0000000180025095e-35 -0.28051449816694968 3.116712650924125 -1.5225750947807888 2.7059755265676442 2.6582120493566372 3.113643367141731 -0.05271756475348132 2.6425086185778714 -0.76235525386206404 -0.40956522312208105 -1.3508413795037699 0.055317907103835794 0.45296063817154147 -0.69145470422760258 -1.4147875658213491 0.58992083107907944 0.8862013653042119 0.63726154044300087 0.094291201475183842 1.295925666658263 1.0000000180025095e-35 1.1956447124941227 4.0736184402116153 -0.83097514676403128 1.2204450406059286 1.0000000180025095e-35 1.8372674881307383 0.61657385221614436 -0.70342001260469533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 24 6 8 16 9 10 17 -12 13 21 -15 -14 -8 23 19 20 -19 -13 -23 -5 25 26 27 -1 -28 -30
right_child=-2 2 -4 5 -6 -7 7 -9 -10 -11 11 12 15 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.002410639611376031 -0.001245230949020972 -0.01876418340739448 0.011752218472375406 0.014139775953085394 -0.015114398139955215 0.027344003922097126 0.021971055011063015 -0.014614913509818285 -0.0074123655753612384 0.00078071423764570851 -0.036054389373030071 -0.0094693427304798194 -0.028483723483537084 0.046033983917572352 0.010397577076809654 -5.3167023285678101e-05 -0.047342192927530793 -0.035387805560214119 -0.050204755039423177 0.018881512076493957 0.051081409556605541 0.017815619773599141 -0.022306943358584488 -0.059290560534280716 -0.0013561652648303071 -0.0099259929286950616 0.006671233150540197 -0.016602765419157936 0.061599291859905841 0.015871606451327007
leaf_count=14493 130126 823 2141 3911 1711 261 498 2546 2668 104065 164 702 339 247 401 3646 89 187 106 258 26 978 155 37 84131 2180 3315 917 160 650
internal_value=0 0.00410892 0.0202713 0.016058 -0.0165619 0.0182562 0.0169592 -0.183343 0.0204227 0.0246817 0.108686 0.0333998 0.0507393 0.198142 0.51165 -0.0402626 0.268618 0.217246 -0.125648 0.0350685 -0.437315 0.0796603 0.246123 0.269174 -0.0135352 0.0473581 0.0700068 0.0284146 0.20773 0.524775
internal_count=361931 231805 124248 122107 107557 121284 121023 3133 117890 115222 11157 6632 6468 2483 648 3985 587 4525 577 471 213 1835 1133 3948 105846 21715 19535 15410 4125 810
shrinkage=0.05


Tree=4180
num_leaves=31
num_cat=0
split_feature=50 194 789 548 484 907 512 555 928 1287 896 1368 872 215 981 1469 1247 842 290 452 284 929 362 212 426 1352 500 12 986 844
split_gain=11.6779 22.2788 15.034 22.9812 18.7695 18.346 18.8118 18.9302 18.0673 29.7798 26.6488 26.0489 22.4276 21.323 18.0155 21.3024 17.8687 17.7862 17.771 16.998 19.2094 19.2726 18.3651 16.8839 16.8365 21.5127 16.7502 18.0874 16.5599 17.1731
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.6327850790471963 2.1072456114007592 2.3130870763852713 1.2915124542193543 -0.66301979651336385 -0.52992354128753727 2.0134489336482666 0.42670496010513392 1.4015214112945762 1.0000000180025095e-35 -0.029345840260423427 1.3608075230447352 1.2819698793347565 2.6066702954493599 -0.023709344216266578 2.3110470223733492 1.0000000180025095e-35 1.0691466868786808 2.7057869181564604 0.5429648428789734 -1.4335375753153206 0.94858457489823378 -0.58549738212550395 -0.38421084989215365 1.0734183228870051 -0.20911478258225222 -1.1546625554253882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 19 6 16 17 9 10 13 12 18 26 24 -16 -5 -8 -11 22 21 -21 -4 28 -15 -26 -2 -28 29 -10
right_child=2 -3 3 5 -6 -7 7 -9 23 11 -12 -13 -14 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0030856638228387214 0.004321827151351861 1.7995858010317408e-07 -0.0073888515855864397 0.015546498373175 -0.027911815220737379 0.085469796509347079 0.036925063676019804 -0.018881412509484639 0.015841819083564457 0.0046746475220818392 -0.0019933799994761134 -0.036757495556217677 0.018517408010088676 0.0061912170150643618 0.01115086356416246 0.04393812561614531 0.081172812089675472 -0.030318390549765501 -0.05518819671268993 0.0040395463316560834 -0.0099927511591388699 0.054200641392611541 0.0021130419449158729 0.00010673067470871143 0.015927756291870092 -0.0092089771231919984 -0.0051077715178574181 0.009074311215545118 -0.016077490030046059 -0.0067773181471527683
leaf_count=74213 7110 90336 11033 995 473 41 213 584 634 1602 18353 127 2492 14147 1498 248 51 97 63 4729 1303 83 3532 111932 482 1887 8163 1297 2140 2073
internal_value=0 -0.0212252 0.00628211 -0.0482004 -0.0679984 0.211415 0.172757 -0.0987733 0.0135155 0.0457847 0.0304508 0.215384 0.244247 0.0665381 0.117629 0.323538 0.397086 0.3871 0.05124 -0.0587824 0.0367313 0.10022 -0.102426 -0.00310977 0.0943113 -0.0749407 0.0063998 -0.0592526 -0.147958 -0.0251216
internal_count=361931 164549 197382 23134 21153 1981 1940 894 174248 57469 53185 4284 4157 34832 18262 1746 1046 310 1665 20680 6115 4812 14565 116779 16516 2369 16570 9460 4847 2707
shrinkage=0.05


Tree=4181
num_leaves=31
num_cat=0
split_feature=890 407 43 705 993 768 1455 1292 1229 482 1465 660 899 241 1235 1454 1463 1463 1464 1463 1468 1466 1451 1457 1469 1355 459 1455 1466 1463
split_gain=25.4455 31.2963 26.3662 27.2736 24.9989 20.4656 19.8262 23.9151 24.6993 21.1969 22.9736 20.883 19.7595 21.2015 19.1474 23.7554 35.5085 26.4511 31.4035 38.8378 30.8618 29.3197 28.6847 41.9162 37.2629 24.6668 25.1363 24.2736 29.2871 33.5622
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 1.3183739815888758 -0.89727091510114898 0.27184435679297764 0.40822562400327617 1.0000000180025095e-35 1.0000000180025095e-35 -0.29418823804247007 0.56487967955244278 2.2546142313779782 -1.5570975892808641 1.0000000180025095e-35 -1.24934742919911 -0.91909735138557946 -0.37812388882570003 -0.052537044703927886 0.11719349514402237 -0.07002960028815429 0.90889364240410331 0.13570282401931955 -0.051019922992007853 -0.55846928843668719 -0.37428265452218518 0.78446141766648569 0.45971323088519633 1.1853961473060375 0.41217482453263737 -0.15419303803371867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 14 5 -5 7 8 11 -9 -11 -1 13 -13 -3 16 -16 18 19 20 -17 -22 23 27 -24 -19 -27 28 29 -20
right_child=1 2 -4 4 -6 -7 -8 9 -10 10 -12 12 -14 -15 15 17 -18 25 22 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00032001973571521385 -7.6662209920413049e-05 -7.5746175176692233e-05 -0.0001384368557659614 0.00016650308258564357 5.879480855934067e-05 0.0006352863321898494 7.5347125799022841e-06 2.6802713178095534e-05 -9.0209937636666758e-05 -0.00011639085415637915 6.2488238911049054e-05 0.0022160594891611294 1.3256055465964311e-06 -0.00069121231311327269 0.00028068342172296335 -5.6301890654477398e-05 -6.5498166012348469e-05 1.2145658483689845e-05 0.00037143363928380537 -0.00044847029503642625 -3.4984236372957618e-06 0.00029708252602605632 4.7864013166833693e-05 3.7054032531801118e-06 -0.00017898563042636269 5.0074175219994406e-05 0.0002427147569256609 -7.1662598009841657e-05 -3.2967790629325523e-05 -0.00030809178108911616
leaf_count=12370 36838 19279 8848 1357 14971 569 22609 15831 16237 23717 4627 98 917 71 3397 65138 2552 57425 4737 1206 4557 2102 8080 11904 5898 9428 4292 1176 1342 358
internal_value=0 -0.00670406 0.00192819 0.00599916 0.0912172 0.322431 -0.0546016 -0.0770234 -0.148914 -0.0451553 -0.0855832 -0.284308 0.238406 1.41686 -0.00127499 0.00494116 0.144299 0.000392073 -0.0220129 -0.0486134 -0.0420521 0.0988033 0.0329251 0.0867637 -0.0430747 0.0329266 0.114086 0.209857 0.261773 0.332781
internal_count=361931 265454 228616 219768 16897 1926 96477 73868 29693 44175 28344 13456 1086 169 202871 183592 5949 177643 106498 73003 71797 6659 33495 19517 13978 71145 13720 7613 6437 5095
shrinkage=0.000980392


Tree=4182
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 497 498 1104 913 84 560 647 590 597 1467 714 588 906 689 588 421 513 746 1241 290 1443 1452 1470 759 921
split_gain=19.6789 18.844 20.7866 24.9191 25.4581 18.2129 24.7225 19.2503 18.165 19.521 19.0334 18.0973 42.0801 17.8111 18.5141 17.0213 32.7142 29.7896 24.0094 23.3557 23.125 21.6422 27.2933 24.4198 21.2416 23.1298 20.0272 33.0814 21.4843 20.1959
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.13067971497466105 1.69116793757109 0.63515767152532354 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 -0.87782724458594241 0.58895901036483078 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 0.71188872395471614 2.6287012352426902 1.0454229551509682 3.6288968102052546 -0.67919258870259713 1.979635823759073 1.3123186738111605 0.79547082264194502 1.1605466117522381 -0.43806006575711359 1.0525743831388839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 5 8 6 -4 -8 10 -10 -5 12 -3 14 15 19 17 18 -17 26 24 -18 -23 -24 -20 -26 29 28 -28 -2
right_child=1 11 3 4 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 21 -19 20 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=4.1115641314462861e-05 3.439607094698055e-05 -4.9839267480442263e-05 -0.00029853750359730804 -0.00039860141365932484 9.7045742147664073e-05 5.3745065817504917e-05 7.1446733373066275e-05 0.0014209592552856937 0.00035686720566447414 -0.00072173260229653252 5.3472330615014972e-05 -5.8369596920892926e-05 0.00037565091958056756 0.00022227573010626673 0.00014063070025609824 6.3044767580817932e-05 3.7038895052853469e-05 -9.4635136656579042e-05 -4.2388741520848408e-05 -8.7705126205952699e-05 -0.00043119935503196195 0.00039218805765580685 -0.0015871350298423401 2.0416510692576487e-05 0.00017726696135932516 -0.00028698126512152441 -3.7886930580474417e-05 0.00080642815854622084 0.00022366589143476775 -0.00013380565109133078
leaf_count=29559 31935 4821 2623 676 21461 1899 198 53 107 458 2130 93730 1384 1237 3115 13647 6941 45400 74133 9073 992 1501 55 141 3253 649 2769 312 3442 4237
internal_value=0 -0.0183887 -0.00807642 0.0459693 0.0728282 -0.105456 -0.228564 0.395004 -0.114189 -0.509158 -0.042167 -0.0495412 0.0745659 -0.0168038 -0.0187314 -0.021764 -0.0346091 -0.0442661 -0.0216909 0.0140948 -0.0375247 0.0899014 0.301932 -0.418086 -0.0336644 0.116791 0.0372364 0.150797 0.112904 0.0150975
internal_count=361931 332372 232437 29605 24832 4773 2874 251 3371 565 2806 99935 6205 202832 201595 198480 146712 138074 92674 51768 79027 8638 1697 196 78035 3902 42695 6523 6211 36172
shrinkage=0.000980392


Tree=4183
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 597 497 498 1104 913 84 560 1467 714 588 906 689 588 421 513 746 1241 290 1443 513 550 1324 665
split_gain=25.234 19.8299 20.273 24.7222 24.6337 18.8278 42.2461 18.5146 18.3696 24.7729 19.2361 18.2273 19.568 18.9324 18.0666 19.8195 35.9942 30.8248 25.0168 23.4486 23.1472 23.0706 26.8099 24.1813 21.5929 23.1772 21.0904 21.8332 22.3022 18.6096
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 3.1596628491584919 0.13067971497466105 1.69116793757109 0.63515767152532354 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 0.71188872395471614 2.6287012352426902 1.0454229551509682 3.6288968102052546 -0.67919258870259713 1.979635823759073 1.3123186738111605 1.0454229551509682 0.29966714842153758 0.32021642027523239 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 8 11 6 -3 14 9 -4 -11 13 -13 -5 15 19 17 18 -17 26 24 -18 -23 -24 -20 -26 27 -2 29 -29
right_child=1 5 3 4 -6 -7 -8 -9 -10 10 -12 12 -14 -15 -16 16 21 -19 20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=4.6313142926826795e-05 3.594429098009752e-05 -5.0926763279003939e-05 -0.00030135030017701116 -0.00039734034307291007 9.3452928657014012e-05 -6.1896999886814911e-05 0.00037539444584062297 0.00022461601675301485 5.2023775280970742e-05 6.9537326624744295e-05 0.0014182895267237647 0.00035666253999103425 -0.0007227048610145625 5.3233914292133603e-05 0.00013637887185420888 6.1481663069234044e-05 3.8014752987242951e-05 -9.9109795062029684e-05 -4.6039888230286967e-05 -8.7343441784038057e-05 -0.0004344231685148275 0.00040010029960189426 -0.0015617921657911454 3.4140945981031703e-05 0.00017488376876618916 -0.00028955694278403319 -9.3356512548658374e-05 -0.00015716373316913853 0.00039704360333529934 0.00022443458887620919
leaf_count=29559 34013 4821 2623 676 21461 93730 1384 1237 1899 198 53 107 458 2130 3115 13647 6941 45400 74133 9073 992 1501 55 141 3253 649 4965 926 1436 1355
internal_value=0 -0.0210328 -0.0104587 0.0428825 0.0696162 -0.052957 0.0736069 -0.0190716 -0.107863 -0.231393 0.392264 -0.114299 -0.509846 -0.0421804 -0.0210351 -0.024028 -0.03787 -0.0479903 -0.0250394 0.0146671 -0.0411828 0.09263 0.311033 -0.400825 -0.0373217 0.114309 0.0378479 0.0577364 0.207182 0.0755834
internal_count=361931 332372 232437 29605 24832 99935 6205 202832 4773 2874 251 3371 565 2806 201595 198480 146712 138074 92674 51768 79027 8638 1697 196 78035 3902 42695 37730 3717 2281
shrinkage=0.000980392


Tree=4184
num_leaves=31
num_cat=0
split_feature=728 1020 706 351 974 1108 1327 742 759 1470 20 1270 409 1100 609 834 381 79 779 488 1260 375 44 1048 1259 210 979 1186 1245 154
split_gain=11.6902 14.6831 15.3005 17.8973 15.6164 15.3547 16.6334 14.9477 16.2642 14.3725 17.1578 18.9882 18.1857 15.3454 14.8423 18.7219 18.0507 18.7135 16.8875 17.2223 17.1739 16.5747 18.09 16.2105 16.6452 17.0628 15.7491 16.3813 15.3961 15.7103
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.0258146145105322 -0.55498813297827565 0.19418507987924014 0.40047419391608646 -0.48076073660700763 1.0000000180025095e-35 -0.016526377869731348 1.7242847761454678 0.80530132015468059 1.4029819728521 0.54060196115873249 0.7582269926747871 -0.93177752141597858 0.3105227267761132 2.1979211646067411 -1.1712901118511303 3.2755819793892029 -1.3579151057145922 0.30350870155251158 0.5390956343998099 0.81112936548985692 0.64865897514948812 -0.23301701754779772 1.4223231211493508 -0.53892145762324284 0.41077882344533884 0.03680002459667242 1.3481805564154841
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 5 -5 -7 8 -6 14 13 12 -12 -11 16 -16 17 28 19 26 -20 -17 -23 24 25 -24 -19 -28 29 -3
right_child=1 2 3 4 7 6 -8 -9 -10 10 11 -13 -14 -15 15 21 -18 18 20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00013895644304166222 -0.0033052373357814408 0.032474892055039561 -0.0039122452598436474 0.020216928034440383 -0.00046546300031789328 0.0217809066475038 -0.026572854102252408 0.025339045284611384 -0.046205178749909169 -0.0078211128316108252 -0.0020877244818116726 0.10911894003534793 0.072309591448518076 -0.030981907482865265 0.002736512026053 -0.00066627552860588522 -0.021024028956747404 -0.011814120664988275 0.0058202124728908714 -0.005602405423554729 0.079384359533832174 -0.016165305283824882 -0.026357386497678294 -0.035397117231651197 0.045779968714141576 0.07723230759741874 0.017897192778925406 0.082956784775669867 -0.0033941641537128761 -0.055787785662747183
leaf_count=252841 47529 560 1835 1894 373 188 300 173 181 2553 464 25 68 705 25295 9802 852 258 180 12363 62 2142 131 90 173 20 233 94 502 45
internal_value=0 -0.0281423 -0.00462661 0.124642 0.229669 0.319601 -0.101671 -0.084099 -0.289292 -0.0162806 -0.165767 0.260374 0.139391 -0.23269 -0.00596057 0.0184218 -0.0758106 -0.0525856 -0.0800068 -0.0927908 0.598366 -0.0613993 -0.232105 0.214834 0.448398 -0.145182 0.375129 0.716079 0.270454 0.54575
internal_count=361931 109090 61561 4944 3109 2382 488 727 554 56617 3815 557 532 3258 52802 37653 15149 14297 13190 12948 242 12358 2556 414 324 151 585 327 1107 605
shrinkage=0.05


Tree=4185
num_leaves=31
num_cat=0
split_feature=785 263 57 878 728 926 507 869 909 1323 921 119 497 967 1047 192 878 807 1110 979 1045 434 288 634 1246 984 1108 705 82 1116
split_gain=25.6581 20.7681 24.7923 24.4233 23.1184 37.8477 32.3543 26.6245 31.4972 23.8185 23.0687 21.3289 20.2405 20.1927 20.9017 20.1685 20.0707 22.5388 22.8193 23.9912 19.8952 20.9356 20.197 19.3393 19.0649 19.419 18.6358 18.2756 19.9573 18.4509
threshold=-0.86283290253235112 0.66115833724634121 1.0000000180025095e-35 1.6473864309851525 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 0.9119020701661501 -0.20759369672708256 0.62154522891879982 1.0000000180025095e-35 1.656418941702585 -0.24094673779658102 -0.88467158243745259 -0.43085510457888271 1.0000000180025095e-35 1.0000000180025095e-35 -0.60677017479697548 -1.548383945956544 0.62667357349860431 1.6504836111777961 2.7655665054205345 0.6095166046651167 -0.77826464138659079 1.366647180979647 0.20268784163803127 0.37185795862114152 -0.096659658138448151 -0.32590689364251785
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 12 15 6 7 10 11 9 -9 -2 13 -3 14 -6 -4 -7 18 -18 -20 21 22 -21 24 -11 -26 -25 -13 29 -29
right_child=1 2 3 -5 5 16 -8 8 -10 23 -12 27 -14 -15 -16 -17 17 -19 19 20 -22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=4.4781899454639381e-05 9.4192990575008676e-06 -4.6384142964383897e-05 6.4179528890958993e-06 -0.00019337436696380527 -0.00023239541280682192 -0.00013448064798803644 0.0001488098245361608 -0.0001009918089782885 -0.00021002235785566034 0.00028823753404861045 -0.00013821248361615564 -1.449659651409853e-05 7.6808857779949339e-05 -0.00010415938030310075 3.2181701498740975e-05 0.0001271943409216458 6.6258449878830791e-05 -0.00015514708049597993 0.00031800687992501834 -0.00011486572079752577 4.4412238420135584e-05 -0.00049697509991892934 0.00057612562218892487 -0.00023159488546318523 6.9918366829273802e-05 -0.00030337466223567328 0.00010798395122756542 -9.8170700649823252e-05 0.00012465622184755783 7.7849617958868571e-05
leaf_count=29559 35434 34941 10379 1503 2530 42838 6453 19660 8545 1942 6715 25322 7125 18992 17380 13152 10224 10659 996 14462 5246 938 202 2567 8290 1174 1435 4973 12473 5822
internal_value=0 -0.0230338 0.010125 0.0607096 -0.033671 -0.0451886 0.0113546 -0.0211187 -0.0740836 -0.0406303 -0.0140171 0.000736749 -0.0241467 -0.0449635 0.00754164 0.0771023 -0.0894834 -0.0558084 -0.025774 -0.0689239 -0.0846699 -0.125765 -0.106356 0.0297673 0.0823976 0.0341357 -0.114436 0.0294014 0.0707362 0.00230631
internal_count=361931 332372 67100 25034 265272 216670 48602 131105 43613 35068 42149 87492 42066 38902 19910 23531 85565 42727 32068 21844 20848 15602 14664 15408 11406 9464 4002 48590 23268 10795
shrinkage=0.000980392


Tree=4186
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 660 21 852 507 126 906 1450 1162 138 924 1223 56 774 1252 978 633 234 590 689 430 726 507 622 1122
split_gain=20.2081 17.076 20.4238 21.8423 19.5996 25.5881 24.8534 21.8099 21.1672 20.7951 20.3674 26.631 20.6935 20.261 19.7521 19.7031 19.4198 19.889 20.4725 19.1689 20.996 19.8311 19.1712 19.0862 19.7038 18.8632 21.1898 18.8521 19.5763 21.7232
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 1.0000000180025095e-35 0.65809631222906606 0.70880289725806289 -0.12598777323505009 -0.48019420566728716 3.334899416639062 -0.44390300095582519 1.8999064755685127 1.0000000180025095e-35 0.58160213896575708 1.1102823399586421 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 0.58895901036483078 0.86385367930994306 -1.2369097968503453 -2.5456679507321813 -1.0861700333034265 -0.14181268212133855 -0.54441195138604292
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 9 6 8 -8 -6 -2 11 -9 13 -12 -14 -7 -16 18 -18 20 21 -17 -23 24 25 -11 -27 28 29 -10
right_child=1 2 -4 -5 5 15 7 10 27 23 12 -13 14 -15 16 19 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.2696114099810925e-05 -6.8388978517913844e-06 -8.0768101113328671e-05 0.00016522465754577329 7.1352896655579406e-05 -1.4168385186552193e-05 -7.9418532596523081e-05 0.00022312631319036088 -1.9028911759697671e-05 -2.3845070076924382e-05 -0.00013598154157430648 -5.4907685834680417e-05 -9.8988542261230651e-05 -7.160851415134854e-05 -0.0012386369285603512 1.5486336976832401e-05 -0.00033019886117135886 0.00019730703816204438 0.00043940130395235153 -0.00015200936538738977 0.0008296408857749204 -0.0013199543161012579 -0.00037277493970820831 0.00017804125903139229 -0.00013600506288411669 -9.8738221985022258e-05 -0.00061293042532918358 0.00022720439139554036 6.154621831844802e-05 -9.2927002601987595e-05 0.00058435459313351803
leaf_count=29559 48652 7439 4398 9681 24706 79939 2028 50345 408 912 10265 44747 4044 123 6509 897 3886 964 947 171 73 505 3679 1387 1527 146 6559 15905 556 974
internal_value=0 -0.0176364 0.0402652 0.00628489 -0.0226697 -0.0325155 -0.0166378 -0.0343657 0.0301155 0.0142582 -0.0381951 -0.0556831 0.0161553 -0.0645674 0.0652983 -0.0703823 0.109333 0.193744 0.133284 0.0771111 0.0476111 0.066123 0.127417 0.100564 0.136163 0.178812 0.214757 0.0877265 0.297863 0.428509
internal_count=361931 332372 21518 17120 310854 251671 166407 123858 42549 59183 121830 95092 26738 10388 16350 85264 12306 5797 4833 5325 5154 5081 4184 10531 9144 7617 6705 17843 1938 1382
shrinkage=0.000980392


Tree=4187
num_leaves=31
num_cat=0
split_feature=890 407 43 705 993 768 1454 1463 1449 1467 1451 1189 44 1463 1464 1463 1449 1450 1469 710 1452 1453 1464 1470 1463 1465 540 1466 1465 1451
split_gain=18.2848 25.5773 22.7042 21.4012 21.9419 20.1363 20.0435 38.4964 23.2275 37.8341 32.487 22.8917 22.6802 22.6683 26.9247 32.8822 30.4284 37.3879 29.5457 29.5507 30.1273 32.6886 33.6216 32.3091 31.524 30.4928 29.356 30.2556 27.5028 27.3376
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 1.3183739815888758 -0.89727091510114898 0.27184435679297764 -0.91909735138557946 -0.37812388882570003 -0.075572632224640987 -0.22023664855122008 -0.029506737468258704 0.47246377362586145 1.0000000180025095e-35 -0.052537044703927886 0.11719349514402237 -0.07002960028815429 0.075308567821545588 -0.53957858280654969 2.5330109856685032 1.9207401787728819 -0.63142553974728977 -0.20662850366848182 -0.31497481326640125 0.11585700640814046 -0.22035286209049118 -0.52774419131799011 2.2707766433665819 0.37829601484295772 -0.15360755456434083 -0.051019922992007853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 7 8 9 -3 11 -10 -11 14 15 16 17 -8 19 20 -19 22 24 28 -22 -26 27 -18 -24 -16
right_child=1 2 -4 4 -6 -7 13 -9 10 12 -12 -13 -14 -15 29 -17 26 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.4036037200202991e-05 -6.7690131039883613e-05 0.00059701848593453647 -0.00012721708829264671 0.00014577655358843076 5.2701660483449518e-05 0.00061233015038472194 -0.00015541118136601673 -8.2951366257445053e-05 6.2303995418410855e-05 -0.00032421192448253342 0.00080492073412507593 -0.0006562136063371078 0.00034867622200521144 2.5403562369554598e-05 7.5498752150963557e-05 -0.00040291377728349893 -7.210761868316852e-06 8.0246881611756787e-05 -0.00047388736985109353 0.00021315925866559595 -0.0001273471243932677 2.9450614965905108e-05 -0.00041559473478520233 -0.00048376736525489601 -6.32643236032059e-05 0.00056417205188045462 -0.00033597446778712436 0.00017063330911741702 0.00010494633799673896 -4.4298132502294484e-05
leaf_count=96477 36838 1405 8848 1357 14971 569 18543 2922 817 544 177 333 536 78361 21362 1319 20294 7469 826 2365 8576 8743 970 2601 912 689 1052 5451 1244 15360
internal_value=0 -0.00417695 0.00363469 0.00741265 0.08307 0.300353 0.000955957 0.123548 0.266797 0.392009 0.0242255 -0.132375 0.0462616 -0.00309448 -0.0230947 -0.0468007 -0.041012 -0.0738333 -0.0294498 -0.0194766 -0.0390091 -0.08126 -0.148444 -0.31144 -0.0727767 0.223671 0.0193691 0.0343646 -0.106044 0.0260143
internal_count=361931 265454 228616 219768 16897 1926 202871 6734 3812 2485 1327 1150 1080 196137 117776 81054 79735 52938 34395 33569 31204 23735 14992 4815 10177 1601 26797 25745 2214 36722
shrinkage=0.000980392


Tree=4188
num_leaves=31
num_cat=0
split_feature=545 959 785 112 660 705 561 500 184 884 128 211 1370 947 115 968 783 1184 10 908 1391 970 852 490 1298 1466 1220 353 842 420
split_gain=26.9048 26.5164 24.6356 23.6746 24.0373 30.4772 22.1219 22.9274 22.1623 22.0578 27.1401 21.9606 21.4862 22.7824 22.5483 20.7287 20.6744 20.5868 23.0144 20.0181 19.9956 19.5913 19.0538 21.5903 18.7598 18.7291 18.6307 18.6414 18.6013 18.2394
threshold=-1.0372938969678034 -1.2907225086880219 -0.86283290253235112 2.2718117149406565 -0.72421686037558375 0.62026487867602198 0.060847979350058673 0.254420216113945 1.384368771371848 1.6560630477055389 0.69365422411982114 -0.70590141835003672 0.70223084764880606 1.641280574724302 1.0000000180025095e-35 -1.6136041405756469 1.0000000180025095e-35 -1.1598467446759761 -0.56952648443640319 0.14214883335877318 0.4835358738341749 -1.2819520357787948 1.0000000180025095e-35 1.1146535216898825 1.5690779363521359 0.16628775677498031 1.495477173205306 3.0900063795199553 0.78420440570363059 -0.43045460764660787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 -3 4 5 9 21 8 -8 11 19 -4 14 15 -2 -14 -7 18 -13 -11 -20 29 23 -19 -12 -25 27 -16 -18 -6
right_child=1 2 3 -5 6 16 7 -9 -10 10 24 17 13 -15 26 -17 28 22 20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-5.6549714481270775e-05 2.6185242589111153e-05 6.4752788867308668e-05 0.00011474326977200836 -0.00014653198749194475 1.0990956065555e-05 0.00017402260563649852 -1.0786109689290342e-05 -0.00013282031665869638 -0.00023687349541899434 -0.00038267931509855139 -6.1214804399396322e-05 0.00044486134241044587 0.00012599083763520895 0.00024747074826397613 -0.00015043201055517247 -0.00024381580238987854 7.9862262111177247e-05 -6.2535616278894883e-05 -0.00017190859487686792 -5.310894497453354e-05 0.00042914724719211829 4.3146185967490671e-06 4.6081587363219939e-05 -0.00055296525017884833 0.00082346320626104207 4.6351901777201127e-05 0.00047405941561393821 0.0013883608915670582 -0.00013722906439975693 -0.0004468388782479336
leaf_count=94059 14748 24714 7223 8432 832 8399 30907 15297 2911 1607 236 923 1190 572 10952 9712 9078 12732 1137 1434 387 91950 7486 1007 178 388 342 34 2028 1036
internal_value=0 -0.00771648 0.000217646 -0.00795349 -0.00384713 0.0345898 -0.0196421 -0.0596817 -0.0269806 -0.00575848 -0.161943 0.0140328 -0.072755 -0.171906 -0.0339687 -0.206082 0.100094 -0.0196299 0.183674 -0.228515 -0.00525807 4.68365e-05 -0.0408436 -0.0910238 0.346044 -0.379167 -0.126499 -0.1457 0.0393317 -0.239145
internal_count=361931 267872 230322 205608 197176 54243 142933 49115 33818 34738 3455 31283 37550 11474 26076 10902 19505 24060 2447 3041 1524 93818 21613 14127 414 1395 11328 10986 11106 1868
shrinkage=0.000980392


Tree=4189
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 564 515 921 728 651 513 583 485 723 581 911 902 290 694 768 799 1193 376 701 904 564 258 647 764 291
split_gain=26.5376 19.8472 22.1476 21.8605 47.8926 24.569 21.9071 21.1039 40.4092 34.7232 31.7825 44.8066 30.9549 29.4838 28.5015 29.8089 26.8949 30.6093 23.6856 23.5745 23.2857 23.2628 21.8342 20.6364 20.3018 20.2503 20.1876 19.9507 20.0037 20.9624
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.0525743831388839 -1.3163276726681863 1.1107569744011787 1.0454229551509682 -0.55326332990463356 0.32122098048435449 1.0000000180025095e-35 1.0000000180025095e-35 0.77693903076620996 -0.204299180748722 1.514851825702467 1.3786224691954045 1.0947458759337851 1.0000000180025095e-35 3.7217432733790368 -0.5514799173923951 -1.2451390148436692 0.95245965636413243 2.1518408528082529 1.1203171907964993 -0.87782724458594241 0.90843239084688954 1.276108026996418
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 5 -5 6 -2 8 9 12 16 -12 20 -9 15 23 24 26 -14 21 -3 22 -19 -13 -10 -4 -18 -17 29 -29
right_child=1 2 25 4 -6 -7 -8 13 10 -11 11 14 18 -15 -16 27 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.659623736078224e-05 -6.4529411267257532e-05 0.00012035489863330805 -8.656601220238145e-05 0.0002858145079614927 -3.4542670233801858e-05 -0.00016187597124514325 1.3000263720384305e-05 -3.2115778914195174e-05 -6.1052953346334314e-05 -0.00016689798508213061 -0.00010033766472292445 -0.00038998609819189124 0.00030154875395497311 0.00012502743727789192 1.6945377743941688e-05 0.00067763082735924354 -1.714443702448204e-05 -0.00020264915714354864 9.324105162523673e-05 0.00051303961312715405 -8.7861332301634985e-05 0.002086411166273016 0.00018054583330037372 0.0002797741540956928 -0.00017762579262609464 0.00020360972822994346 -0.00019208884775039021 0.00010672975443505893 -0.00057298632234301702 -0.00058431242216808947
leaf_count=29559 86094 5082 22622 2736 10940 11199 29310 10297 30567 2539 7410 228 4290 13223 10065 134 43161 900 5855 672 5455 23 2259 5821 13819 1102 4798 1241 312 218
internal_value=0 -0.0223982 -0.00791155 -0.0456787 0.0434247 -0.0565473 -0.0452991 0.00152065 -0.00934949 0.0748382 -0.0271967 0.0391642 0.104957 0.0628387 0.0973064 0.18958 -0.0487798 -0.0137989 0.189719 0.166013 0.0177831 0.0893743 0.0732784 0.262376 -0.0946966 -0.07264 -0.0317104 -0.0388342 -0.101911 0.0020378
internal_count=361931 332372 192093 140279 13676 126603 115404 168369 144849 23221 121628 25429 20682 23520 18019 7954 96199 51813 10145 3854 10537 3182 3159 6049 44386 23724 47959 1905 1771 1459
shrinkage=0.000980392


Tree=4190
num_leaves=31
num_cat=0
split_feature=1423 51 174 885 869 1457 152 16 699 909 1328 754 727 1372 781 527 321 338 286 1300 1166 1467 969 1458 12 152 759 1452 687 426
split_gain=12.1567 14.2237 15.8395 16.0849 15.0357 20.6166 20.2326 21.1505 20.0398 19.7923 18.7981 18.4306 18.7637 22.0278 22.3961 20.9138 20.8954 22.4975 21.6523 20.3072 22.4267 19.8977 22.3126 20.2109 19.6609 19.2753 21.5285 18.9726 19.1394 18.5668
threshold=1.0000000180025095e-35 1.8613588887694643 -0.83511772493377456 2.2685560401286238 -0.57653763495970078 -0.16810441299000942 2.2456604151366686 -1.378480783189173 1.0515789206008181 3.0624788891821733 -0.43319609273463466 2.7568525871935359 -1.1275738623161491 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3688699032798501 0.84835182578422852 -1.477123920285929 1.7932276984646622 -1.2508507625752519 0.254489633896615 -0.79033269934597883 -0.19179933198544472 -0.30498865388207802 0.036333317386005447 -0.56170994753741221 1.1844650239005572 1.332710058900785 0.54768409523291783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 11 -8 9 10 -7 12 15 14 24 16 17 18 -6 29 -21 23 -23 -15 -14 -16 -27 -26 -29 -17
right_child=-2 2 3 -5 5 8 7 -9 -10 -11 -12 -13 13 21 25 19 -18 -19 -20 20 -22 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.0018730304673143302 -0.0017859349966464614 -0.017995626359162072 -0.0033523023899798814 0.036166695392579787 0.043821288362409734 -0.00055809371237706626 0.035383526584981631 0.0040421350514657497 -0.0033435472804919163 0.032098381438604946 0.0029542569922692908 -0.0088327003630405913 -0.0022902992713250531 -0.010287848417634707 -0.00093978876125354284 0.0019378032526820293 0.013878757076082238 0.0050267262728489479 -0.010071757750114157 0.087728889545893612 0.017836405843161016 -0.012630114836045484 0.004346340462584951 -0.0023200566108312771 0.0034380936498353679 -0.028178665889328922 -0.0061368415690492215 -0.011805798885185565 0.068106639593811122 0.014299834453252787
leaf_count=53119 74863 1697 11159 122 85 32822 264 4023 13841 258 50458 6347 18518 12030 15707 6714 803 2072 4993 73 272 1747 4977 7955 23413 709 9620 1488 36 1746
internal_value=0 0.000537434 -0.0860139 -0.0544643 0.00364233 -0.00505905 -0.0253209 0.120026 0.0199784 0.0326723 0.0306241 -0.0315182 -0.0256236 -0.038807 -0.018004 0.0431258 -0.044591 -0.0879234 -0.178407 0.114701 0.636143 -0.0997622 0.0137365 -0.139425 0.0130533 -0.0736836 -0.149411 0.053231 -0.194002 0.0934699
internal_count=361931 287068 12978 11281 274090 220971 123592 4287 97379 83538 83280 119305 112958 96200 69491 16758 7953 7150 5078 8805 345 26709 6724 19985 43455 26036 10329 24937 1524 8460
shrinkage=0.05


Tree=4191
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 921 761 1443 507 126 1022 140 906 495 728 1317 1122 689 430 726 924 1450 525 1252 978 633 234 858 1452
split_gain=31.3156 20.5867 23.9265 24.3743 22.1902 26.9562 28.39 43.4539 25.3403 22.985 22.3108 22.8561 23.0621 21.9548 20.7776 20.5343 20.1678 20.0588 19.9725 20.4067 20.39 19.5487 19.5401 25.8868 19.4808 20.8622 20.103 19.3773 19.3265 19.1116
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.593744732512876 0.65809631222906606 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 0.075700701230679748 1.0060768826345343 -0.49008176997875957 1.3531462534988981 -0.21882401650975483 1.1511195098725142 -1.2369097968503453 -2.5456679507321813 1.8999064755685127 -0.28900078866492313 1.0000000180025095e-35 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 1.0825608069246189 0.70902136653063086
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 4 3 -3 9 6 10 8 16 -2 11 13 -13 14 -6 -1 -8 -16 19 -11 -21 -7 23 -12 25 26 -23 -28 -9 -10
right_child=1 2 -4 -5 5 21 7 28 29 18 22 12 -14 -15 17 -17 -18 -19 -20 20 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00011909120846467052 -1.1433722865185206e-05 -8.813269260830639e-05 0.0001752605343529173 7.226870211603337e-05 -1.2801400768358625e-05 -8.6619351621374099e-05 1.5684757849329381e-05 0.00029929766451125512 -0.00023270904124785802 -0.00017152213620686167 3.1327891112170931e-05 0.0006566846657522213 9.0615266675287009e-06 -0.0001147230513891779 -4.1074355237530364e-05 7.1005589600807388e-05 0.00028881470752204977 -0.00030123375282820026 -0.00013970800958197931 -0.00053934678080104893 0.00018334564782731202 -0.00033970694294389213 3.5132298083398156e-05 -0.00010008379292712813 0.00082408123138880476 -0.0013206927836619691 -0.00038160446673328843 0.00016999453648223833 -0.00016466789919401616 0.00022994712495233758
leaf_count=3396 48652 7439 4398 9681 37893 79939 14090 3657 3585 1020 12624 372 658 35386 3385 26163 1401 2918 1511 186 7814 897 30768 18692 171 73 505 3679 466 512
internal_value=0 -0.0230975 0.0403498 0.00361274 -0.0286082 -0.0390539 -0.0227905 0.0487893 0.00305178 0.0106052 -0.0359536 -0.0636938 0.250181 -0.0690666 -0.0347065 0.0527675 0.041514 -0.158341 0.101188 0.137637 0.171014 -0.0777992 -0.00435232 -0.0452207 0.0686723 0.0389794 0.0573687 0.118991 0.251784 -0.169434
internal_count=361931 332372 21518 17120 310854 251671 166407 23711 19588 59183 142696 80612 1030 79582 44196 29559 15491 6303 10531 9020 8000 85264 62084 31316 5325 5154 5081 4184 4123 4097
shrinkage=0.000980392


Tree=4192
num_leaves=31
num_cat=0
split_feature=470 602 416 1177 616 360 1458 78 86 794 46 424 747 779 839 1181 458 1452 966 825 765 569 1047 1463 979 494 1396 492 705 906
split_gain=12.1562 21.4723 17.9648 19.3044 17.5548 17.8634 20.5252 22.8123 19.5167 17.6283 17.2549 20.023 19.5506 18.8729 17.0525 18.354 17.052 20.8227 21.7476 17.8063 18.1012 17.4931 17.2822 17.2568 17.0736 17.8976 17.5287 17.0505 16.9884 16.9514
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.38898931724748359 -0.2128566597375188 1.0000000180025095e-35 1.8590861205624196 2.6054386111478895 0.97384913182807009 -0.88146504446922569 2.2041218380651819 1.0000000180025095e-35 1.8038960831529984 4.1850298771089864 0.24774723807258561 0.58495319808994928 -0.23974517858759761 1.0000000180025095e-35 -0.4023942616259798 2.5888464862605067 0.98518322217982879 1.0972763172516824 1.0000000180025095e-35 -0.45548895426714991 -0.49447245968394754 -0.79798705197426711 1.0828349259227985 0.87042766311911202 2.5004255816746777 1.5025377326640457 -0.35648888691016983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 5 6 8 -8 -4 10 11 -10 13 29 15 -6 22 18 24 20 21 -19 -1 -24 28 26 -26 -17 -18 -12
right_child=-2 -3 4 -5 14 -7 7 -9 9 -11 12 -13 -14 -15 -16 27 17 19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.017950927391756449 0.0002910487360573909 -2.8051771162001474e-06 -0.0076365626388428341 -0.010681783483869724 0.0054587117104855625 -0.011082287842845095 0.02550734775320861 -0.040395105704878059 0.0014067672985590082 0.013179802136018121 0.006735113994132378 0.027633376985057908 0.092773943420514815 -0.015199426777229531 -0.020506499280794524 -0.013714390725268741 -0.040478464682926929 0.024235300698101626 0.074891790281049836 -0.011090531091848821 -0.017430509152554955 0.0029928863095889662 0.0066005734147856852 -0.010243603380245832 -0.0055290503400570803 -0.03698083816862642 0.02822278075758097 0.075187174628432732 0.040233308182946292 -0.0076146001836382912
leaf_count=3371 191352 89908 5419 15427 2766 2370 634 102 20302 1789 2636 461 26 3587 2310 3086 629 1732 50 741 394 1365 2153 3091 1461 273 333 46 67 4050
internal_value=0 -0.0221522 -0.0589352 -0.121754 -0.0300909 -0.011424 0.00276875 0.375961 -0.00703763 0.0174747 0.00216331 0.0403039 -0.100565 -0.108947 -0.168498 -0.0810998 -0.0544111 0.0426346 -0.146275 0.164737 0.248749 0.316023 -0.15201 -0.0590015 -0.183598 -0.0744022 0.0220258 -0.243767 -0.634793 -0.027447
internal_count=361931 170579 80671 31087 49584 41376 39006 736 38270 32851 31062 20763 10299 10273 8208 5898 15660 7045 2813 4232 3491 3097 8615 5244 2763 2067 1794 3132 696 6686
shrinkage=0.05


Tree=4193
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 938 803 507 1052 791 712 1149 896 923 476 564 813 490 470 353 666 609 782 848 924 923 866 1002 1252
split_gain=19.6866 19.9639 22.459 23.5648 21.0869 26.3346 26.735 22.6868 22.1028 21.6898 21.8917 31.5189 22.9416 21.5463 23.7815 21.1369 24.7998 22.0294 21.457 20.7823 20.6832 20.6081 33.3023 20.2525 22.5276 19.9513 19.8515 35.1995 19.9612 19.3113
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 0.65809631222906606 1.9092424108545902 1.0000000180025095e-35 1.0000000180025095e-35 3.070608018023568 0.13351389361957308 -0.86449023226567734 1.1361236590950645 -0.84605277249859834 0.44561103650162237 1.5123577048319501 1.0000000180025095e-35 2.3170018609587832 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 2.0537800658793866 1.8999064755685127 -0.86449023226567734 0.5880156106821478 0.69854289147193727 2.4192096387169548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 6 7 9 -2 10 12 19 13 26 -15 16 -13 23 -19 -12 -16 -9 -23 24 -18 -7 27 -6 -28 -27
right_child=1 2 -4 -5 5 25 -8 21 -10 -11 11 15 -14 14 20 -17 17 18 -20 -21 -22 22 -24 -25 -26 29 28 -29 -30 -31
leaf_value=3.9669140648984093e-05 -8.7077050393161185e-06 -8.3248924025725347e-05 0.00017338314937559454 7.4516883641921871e-05 -5.0132742776990028e-05 -8.2846632152755909e-05 -6.5408881515800291e-05 1.9312537294625442e-05 9.9890685667736016e-05 -0.00016801583734411447 -0.00017728438974163487 -7.0649923636511249e-05 0.00022007177200773805 -0.00029922801040837432 -4.9141613944949691e-05 -0.00017529659231507684 0.00035641391462473785 5.0665043458277359e-05 -0.0006815097685925755 3.2163004935302164e-05 -0.00044150682036049637 0.00033155211287789116 -0.00049165871008265724 0.00013929799710048416 -0.0015865492094216485 4.3894573613846577e-05 3.6629403715312219e-06 0.00031713071364049549 -0.00014314997471907213 0.00082752368413685344
leaf_count=29559 48652 7439 4398 9681 2724 79939 53095 3905 10531 5155 5942 3452 1542 2419 23276 1301 3031 3757 221 5797 654 2432 230 7507 29 5154 32344 2278 5316 171
internal_value=0 -0.0198509 0.0426506 0.00705545 -0.0252865 -0.0354794 -0.0193954 -0.000611721 0.0129799 -0.00921933 -0.00257014 0.0484524 -0.0247736 -0.0316095 -0.0831029 0.0984103 0.117461 0.152401 0.0171281 -0.0592225 -0.0617563 0.121802 0.264492 0.203903 0.346954 -0.0738321 0.000318874 0.13193 -0.018327 0.0743896
internal_count=361931 332372 21518 17120 310854 251671 166407 113312 59183 106745 101590 31037 70553 69011 26349 19298 17997 14545 3978 11739 23930 6567 2662 10567 3060 85264 42662 5002 37660 5325
shrinkage=0.000980392


Tree=4194
num_leaves=31
num_cat=0
split_feature=614 890 43 795 953 1361 705 768 1436 434 1077 854 797 710 416 1002 651 965 921 988 492 269 560 1458 1169 846 638 580 775 1395
split_gain=22.1037 25.6134 28.4568 25.0789 29.7873 27.9082 25.8651 23.2285 22.7655 21.633 21.5807 20.7813 59.1241 21.4883 25.3037 24.3652 27.3862 29.2528 26.6941 23.7967 23.2162 22.7652 23.2579 20.6862 20.6593 28.6111 20.6243 19.6045 19.1707 22.7229
threshold=-0.75411934043310735 -1.3230736206490437 2.2744972866152193 -0.29258408639884992 1.0000000180025095e-35 1.0000000180025095e-35 0.99715813669032338 1.8936793896627242 1.0000000180025095e-35 3.7374297967062331 1.4357019976763823 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.3565550656719956 0.69854289147193727 1.1107569744011787 1.4967165609810034 1.0000000180025095e-35 1.0000000180025095e-35 -0.6179045253494998 0.24204918951595961 0.14538433844100648 0.084403803362298288 0.77241039982938642 1.2234972671348114 1.273276721297012 -0.70894225819840462 -1.4117420180181606 0.04668118482021627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 7 3 4 5 8 24 -2 23 -9 -1 12 -5 15 21 18 17 -17 27 -20 -16 -15 26 -3 -6 -26 -23 -13 29 -7
right_child=1 2 -4 11 6 28 -8 9 -10 -11 -12 13 -14 14 20 16 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.86620601730923e-05 -5.7157336282448822e-05 -0.00018036042521836349 -0.00014540069891200074 -6.1780517138351274e-05 6.4751028552876389e-05 -2.3755842129670585e-05 0.00015864273841805366 -0.00034155139153075356 3.7103394503271217e-05 0.0019145435139212366 7.1018891978586211e-05 -0.0001621975329795867 0.00025367025520807044 -0.00011229873671257265 0.00069512394445713746 -0.00011673451849100885 -0.00035783566453434252 0.00020571857875802211 8.895256367095095e-05 -3.6032493812777009e-05 9.2197512719133573e-05 0.00016249470276422835 -8.4438544407736563e-05 5.7870091475446473e-07 -1.1808639717318555e-05 -0.0004233361188108493 0.00071017561914022776 -3.4636792565393637e-05 4.9033019294063962e-05 -0.0006672185112525761
leaf_count=98407 23784 12985 8735 6686 31224 881 10660 2492 6569 23 8865 7733 4287 3454 456 11878 1909 1376 15777 13457 601 2909 1589 5524 7744 1075 294 45576 24483 498
internal_value=0 -0.00553041 0.00121383 0.00543494 0.0311394 -0.0101346 0.0666116 -0.0830192 -0.0729596 -0.322488 -0.0485439 -0.0168155 0.0725605 -0.0267082 0.0713004 -0.0370689 -0.117897 -0.0823877 -0.0213181 0.0321709 0.370455 0.0294928 0.11853 -0.123865 0.0417819 -0.0563279 0.222126 -0.0524759 0.0371046 -0.239563
internal_count=361931 254659 228360 219625 101643 50940 50703 26299 25078 2515 107272 117982 10973 107009 9303 97706 15163 13254 82543 29234 1057 8246 4792 18509 40043 8819 3203 53309 25862 1379
shrinkage=0.000980392


Tree=4195
num_leaves=31
num_cat=0
split_feature=785 519 588 575 713 925 906 1159 566 751 80 688 839 695 280 915 355 869 921 761 1443 1317 1452 858 909 631 1326 1051 648 590
split_gain=12.4371 13.0025 19.6984 21.4853 18.7489 22.5447 21.9068 20.0374 21.9181 21.0514 21.5352 20.031 19.5677 18.6929 20.5719 20.674 18.5921 18.3591 19.2917 36.289 23.3896 19.1073 18.8068 18.6667 18.5282 24.745 19.7618 18.4286 18.3397 18.9524
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.8332716930034685 1.0078851103989419 0.85763149634800806 1.3125698612407326 -0.071222145850183369 2.9347282590847246 1.4492078865004512 1.2848975146126065 -0.53447176634083149 -0.14020469588058046 -0.50391836007684632 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.593744732512876 1.3531462534988981 0.70902136653063086 1.0825608069246189 0.9119020701661501 -0.61002941571731462 2.6630095638893319 -0.53310155753935329 1.8166789435549495 -0.67541201360492764
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 17 8 13 -10 12 -8 -11 -7 -15 -16 -4 18 28 20 21 27 -22 -21 -19 -26 -27 -20 -6 -30
right_child=1 2 16 -5 6 7 11 -9 9 10 -12 -13 -14 14 15 -17 -18 24 19 23 22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0018969413489866545 0.0035330183541193837 -0.0040562245311328458 -0.0003171699600950362 0.0036540487251107163 -0.0012309395776197757 -0.0014741962586795495 -0.0064773751358420829 0.0059903848400498713 -0.014908749911120548 0.008926168538774688 -0.011839210566640224 0.027083530302143079 0.079797394992140641 0.033015679723326204 -0.02082078215992611 0.023138808231736353 0.013833244821530373 -0.0017055270404428228 0.007520783633600355 0.014652441979706233 -0.011109356664752563 0.014747492817961286 0.012172323232558922 -0.0085463739896050033 0.00089354095597110519 -0.011488748208449924 0.087902564929475152 -0.0013463938892105216 0.013844458858640874 0.0014285860333837709
leaf_count=29559 26998 7439 1706 9681 123889 18662 16929 4471 3105 839 906 215 42 363 283 235 2692 67366 4203 3675 3593 1418 522 471 3843 8469 29 10061 1859 8408
internal_value=0 -0.0102074 0.0404203 0.00698526 -0.0146182 0.0230342 -0.0239153 -0.0215976 -0.0474786 -0.184167 0.0131294 -0.116847 0.264539 -0.0128312 0.291191 0.000522927 0.166678 -0.0184273 -0.00473805 0.0539253 0.0123399 0.0490464 -0.15391 0.240015 -0.0514938 -0.141252 -0.221967 0.0242975 -0.0162029 0.0746171
internal_count=361931 332372 21518 17120 310854 55904 254950 28906 24435 4892 1787 17144 881 19543 881 518 4398 237806 158099 23943 19797 15682 4115 4146 79707 12341 8498 14264 134156 10267
shrinkage=0.05


Tree=4196
num_leaves=31
num_cat=0
split_feature=677 878 1458 359 747 629 1168 597 672 1185 1257 284 641 827 276 763 569 95 1313 1463 1462 664 763 1103 1453 1461 42 1461 1452 1258
split_gain=18.209 38.3535 27.3875 25.105 24.2536 23.0179 21.9801 21.4423 21.2926 27.1622 21.1881 24.3822 22.0954 22.1943 20.3843 22.5621 22.3624 19.7559 21.1916 21.3065 22.8355 19.3299 20.1696 18.8354 18.8082 18.5133 24.4204 22.2197 18.9289 22.957
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.6054386111478895 -0.91781044039400095 1.0000000180025095e-35 0.1034635286001475 1.0000000180025095e-35 0.4590488840311347 -0.65546635319905777 -0.87523980367734622 0.50891970416149668 0.49166935781791793 -0.40264419825682868 0.66757661553793757 1.8793836069301382 -0.9392725662583028 1.2784699903195083 1.1132695708580294 1.0000000180025095e-35 0.06079891412082547 5.9629906940548709 1.0000000180025095e-35 -1.2577710758921266 0.70410601272400342 1.2041679343814773 -0.21004840118973137 3.0390045573981759 0.63802195525331329 -0.54067390057345055 -0.68317787200581137
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 21 24 -8 17 -10 12 14 -11 -14 15 -12 -16 18 -6 23 -21 22 -2 -20 -5 -3 27 28 29 -27
right_child=4 25 -4 6 8 -7 7 -9 9 10 11 -13 13 -15 16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00021332798678204827 0.00024722502644653919 1.3632690539185856e-05 0.00021504977963776589 -6.6718768773801163e-05 -8.1731532905424535e-05 -6.8677251237447628e-05 -0.00027831537789057897 7.6903330275758015e-06 -7.0218517117628324e-05 9.2949024294936364e-05 0.0003348516031873281 0.00023512272544204735 2.6273379680513467e-05 -0.00013287149402930692 0.00052301011407022209 1.9667630170743356e-05 -0.00075252209435450093 0.00017963600513397045 1.0574151242464344e-05 0.00012997594956093534 -0.0015594300507510682 -9.1349082609355875e-05 1.4977987300675569e-05 -0.00020788359564398212 9.5121350409201627e-05 -0.00043989372259473167 0.00073443195338931749 -1.9372483233838842e-05 -0.00025755272579910151 0.00014239442392811218
leaf_count=15083 1864 67915 1674 47698 17720 40941 8791 2846 10001 15391 1113 5244 16856 5540 631 10912 79 2129 8082 5783 37 11414 35652 2211 4685 580 166 13480 5754 1659
internal_value=0 -0.0343538 -0.0822755 -0.0911017 -0.0002876 -0.0295061 -0.0712449 -0.19669 0.0216298 0.0455701 0.0625191 0.121658 0.0325301 -0.0122259 0.0703279 0.0492846 0.415984 -0.0194699 -0.0317059 0.0229019 0.122696 0.00546734 0.027952 -0.0355636 -0.0509627 -0.00447851 -0.0655049 -0.0733519 -0.182927 0.00799373
internal_count=361931 170331 80777 79103 191600 89871 64020 11637 101729 65767 55766 17979 37787 22396 12735 12025 710 35962 33833 16113 5820 48930 37516 10293 52383 89554 21639 21473 7993 2239
shrinkage=0.000980392


Tree=4197
num_leaves=31
num_cat=0
split_feature=705 1166 1441 566 151 776 16 930 332 831 973 21 1455 1470 697 1450 415 563 84 761 1390 1260 215 1384 1461 1451 1451 1464 1458 21
split_gain=11.9435 27.3702 23.3493 22.9433 22.5527 21.9146 22.3513 20.7163 23.8122 21.7598 20.4503 20.2608 20.0765 30.2736 25.6246 20.3054 19.3474 20.0663 21.4624 19.2143 19.0298 18.6166 18.4042 18.3172 18.2687 21.1002 37.8514 29.7913 28.4603 28.459
threshold=0.42325249380490987 -1.2508507625752519 1.0000000180025095e-35 1.7603402020327763 3.0486954417116015 -1.0894192210861224 -1.1620388106956927 1.0000000180025095e-35 3.6008778324676713 1.916274717810428 -0.6027739040985447 -0.70163543588998201 0.80851755981579754 1.1605466117522381 1.1849159845794115 3.3746299758982263 0.2264213153749168 0.046930881788942592 0.517852072045481 0.1584573540088057 -1.1226597139248626 0.43178412065154576 3.1079992351910231 -1.2090675536768745 2.5032120688259147 -0.13372254152465551 -0.16446795582476503 -0.31497481326640125 -0.06493454140346698 -2.9709283393608152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 5 4 7 6 -2 8 21 -9 -5 12 24 14 15 23 17 -13 -19 -16 -20 -3 -23 -14 25 26 -1 -28 -29 -27
right_child=1 3 -4 10 -6 -7 -8 9 -10 -11 -12 16 13 -15 19 -17 -18 18 20 -21 -22 22 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.00061820801982065182 -0.017656149990263319 -0.00055476321527257884 -0.0095637960011285619 -0.00016750657224374435 -0.023145744181726671 -0.0029245936483613712 0.015668863827676478 0.0015333058965367942 0.030127614815245524 0.010677027413200644 0.011042454656839886 -0.0022951884731240535 -0.0081022995899377778 -0.028735098476107973 -0.016294103524200968 -0.017791193728511439 -0.0039767057935382643 -0.00070543883691658927 -0.009945575794244238 0.0091156418605996391 0.0056938582596169083 -0.0086959933032878176 0.053741359688823431 0.012615706218025095 0.010290374445925165 0.025650136943344934 0.0027299265052702741 0.046444458087724967 0.0020755378310001781 -0.0035592498865961403
leaf_count=28192 406 34794 8425 2977 566 12272 1871 62645 268 3095 4689 62329 581 401 1231 291 41393 35932 1114 630 13367 5838 44 6682 2092 451 1204 650 302 27199
internal_value=0 0.010761 -0.073167 0.0231985 0.0141606 -0.0147495 0.206514 0.016399 -0.0253523 0.0400038 0.134363 -0.0169999 0.0187621 0.114093 0.137922 0.192961 -0.0319496 -0.0167357 0.0172367 -0.123233 0.0904299 -0.0303475 -0.15873 0.21809 -8.85764e-05 -0.00960105 0.0376384 0.364006 0.655939 -0.0597003
internal_count=361931 137890 22974 114916 107250 14549 2277 106684 40944 65740 7666 224041 69906 9816 9415 7554 154135 112742 50413 1861 14481 40676 5882 7263 60090 57998 30348 2156 952 27650
shrinkage=0.05


Tree=4198
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 800 967 1043 185 87 1368 1262 1040 1098 1452 2 737 1014 816 904 699 848 621 138 1318 76 915 1110 1443 834 219 1186
split_gain=12.0647 27.453 18.0105 15.8101 17.0294 25.2645 19.0423 16.6421 15.7376 15.7213 18.5294 22.6963 18.5982 15.8452 15.6967 20.997 17.8991 18.4382 16.7379 19.4489 16.7523 16.4408 20.0154 17.8267 19.487 18.8999 18.7915 23.6461 17.5177 19.5037
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 -0.57812715656594349 0.10708201222719889 -0.30750052671849426 3.1373421979546916 2.8789822890567192 2.0941200464680074 -0.65828819010900708 0.2632528644813919 1.0000000180025095e-35 0.91361512331551464 1.3150322627082616 1.0000000180025095e-35 1.9117660652834578 0.98567350059335823 1.3947224541143921 1.099994972457518 -1.3436085630582635 1.1255681089760514 -0.73249580233880873 2.1339406587288434 0.14307283732962681 1.2255452442646841 0.90045943313328747 -0.65766373710084702 0.94064814872949931 0.04258017987769764 -0.44388050843089449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 -2 9 -7 -11 12 -12 -14 15 21 -16 -18 19 -17 -20 28 -23 24 25 -24 -25 -28 29 -5
right_child=3 -3 -4 14 5 8 -8 -9 -10 10 11 -13 13 -15 16 18 17 -19 20 -21 -22 22 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.0024485057795672733 0.0042210178225221742 0.00016290107196069881 -0.0039836660258885442 -0.0088116134291508844 -0.010188442509268151 0.011052591045103165 0.073654664406244061 -0.017591353474815767 0.033701839700073837 -0.0064339977705506011 0.004513839289862388 0.026970658880223555 -0.047229464824637801 0.037416988790246089 0.00020730406088638773 0.086608544248982525 0.0061192559163054019 -0.016222522758551405 0.017592451497354129 -0.014155993681455559 -0.067238411685332608 -0.00046777194810858157 0.012928368607723825 0.048619375365886223 -0.052936824923102546 -0.031152237534677024 0.020203461179571024 -0.060142809917893836 -0.0101861986754971 0.0013695789181903889
leaf_count=5995 25911 89418 68693 4307 3856 1595 32 507 178 3529 1525 488 162 29 74392 21 8917 501 461 3537 49 52668 864 290 104 184 488 75 4730 8425
internal_value=0 -0.0218231 -0.0634625 0.00607123 0.0469231 -0.0273008 -0.186969 0.0772104 0.0447766 0.0282415 -0.0270836 0.132176 0.00722143 -0.648878 -0.00416585 -0.0283568 0.0172988 0.102261 -0.204694 -0.265845 0.219915 -0.0199786 -0.00118165 0.231927 0.0429371 0.128084 0.496992 0.230123 -0.0844451 -0.0364961
internal_count=361931 164106 74688 197825 37812 11394 3888 26418 7506 7328 5733 2204 1716 191 160013 76203 83810 9418 4068 3558 510 72135 54673 2005 1152 1048 853 563 17462 12732
shrinkage=0.05


Tree=4199
num_leaves=31
num_cat=0
split_feature=181 1169 795 677 637 1223 1044 1367 1365 821 424 727 1037 771 1124 973 723 864 426 1247 353 763 1468 753 223 835 854 797 694 21
split_gain=21.312 19.9572 20.9778 26.7839 27.5784 23.1754 30.6663 24.212 26.2209 23.3472 19.1688 18.9609 18.9109 18.4646 18.1904 18.0536 18.9957 17.912 17.8792 17.5543 17.3303 17.3075 25.7551 17.1024 17.0967 16.8883 16.8467 42.8764 21.6199 18.8642
threshold=1.0000000180025095e-35 1.0643747975631468 -0.29258408639884992 0.66908448271462528 -0.13898157243223117 1.0000000180025095e-35 0.52549855904937026 1.0000000180025095e-35 3.6885994790703491 1.0000000180025095e-35 -1.1670789121100607 1.0000000180025095e-35 -0.012934059010481825 0.094535075829831561 -0.96217659374717401 1.1439011757448638 2.9753056931511859 -0.83718411225912115 -1.4833241199310387 -0.38783768709875249 3.0900063795199553 0.32722738969737336 2.3634222294985348 1.4855173375900519 2.4618436913715289 2.8379655914903021 -0.87473648844905705 0.63961785378869596 1.1015119331487784 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 7 9 10 19 14 -1 25 -13 -14 -7 16 -12 18 23 -9 -20 -19 24 -3 -23 -5 27 -4 -29 -28
right_child=-2 17 26 4 -6 6 -8 8 -10 -11 15 12 13 -15 -16 -17 -18 21 20 -21 -22 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.00041176769572899829 -5.3231637864144329e-05 0.0010446501377419991 -5.0817767720091328e-05 -9.4123211998144171e-05 0.00017052191518505125 0.00020636508547664659 -6.5327959047490708e-05 -7.0180093667077589e-05 -0.0007529893585655707 0.0001143440554912116 -5.904311472818058e-05 0.0002043442395432162 -0.00020262431363315492 0.0001705373061092089 -3.716064627630455e-05 -0.00030852102356406831 0.0013906042386457372 1.1676025823198107e-06 -0.0001600275068287216 7.3724251080884505e-05 0.0013982587132545287 -0.00011170581910725768 0.00039900139927170143 -0.0011562516104724125 -0.00075302399902791 0.0010651181842177887 4.7379455559771662e-06 0.0002881340045386777 -0.00029397229399160226 -5.3053321413624084e-05
leaf_count=1267 75166 121 5673 4854 10042 1696 10549 6641 201 20035 17370 3209 1320 1127 11607 2409 35 34276 12258 12519 33 14866 594 60 379 51 54968 3213 305 55087
internal_value=0 -0.00604984 0.00288054 0.0263429 0.0946603 0.00718413 0.0408928 -0.0358358 0.0188085 0.0727211 -0.0989438 0.0170363 0.101475 -0.0430933 -0.00418333 -0.0806192 -0.055596 -0.0476849 -0.143302 0.0276645 -0.156379 -0.0279233 -0.103595 0.698784 -0.126705 -0.0821281 -0.0173502 0.0704609 0.245704 -0.0254342
internal_count=361931 286765 224178 104932 20603 84329 43887 40442 19361 33338 21081 10561 5656 2447 13303 19814 17405 62587 12472 19160 12291 50115 15839 181 15245 4905 119246 9191 3518 110055
shrinkage=0.000980392


Tree=4200
num_leaves=31
num_cat=0
split_feature=181 64 1458 840 697 972 705 1450 910 488 1458 907 419 704 207 129 1105 767 691 1243 1323 1469 1200 592 521 1290 1325 673 641 292
split_gain=11.8446 13.67 19.346 19.7779 17.3974 16.9737 16.5486 16.772 17.2856 15.4281 19.5803 17.1922 17.1792 17.2712 17.1775 15.232 15.194 15.0957 15.8183 15.0875 21.0815 18.0317 18.3431 18.5053 22.2835 21.1252 19.1178 21.5848 18.0803 18.0062
threshold=1.0000000180025095e-35 1.4455540108994724 -0.19179933198544472 -1.3498812295815921 1.8266976228282321 -1.2720534213472965 -0.46330323811509444 2.3999436428502343 1.6671422897021453 -0.22952095050439567 -0.4285654387502193 -1.5619729794191222 2.5270749161227557 1.4136318011682978 1.0000000180025095e-35 1.0000000180025095e-35 0.7008399909347599 -1.4668762266753081 -0.23101008829392433 0.1673682737289636 3.1011166587218653 -1.3460032622719822 -0.46096235005163527 -0.59494694347224619 0.61544172599432045 1.8124611990991408 0.20331014818784024 2.3425733592650508 -1.2243233903126531 -0.55088339505044548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 4 5 -3 7 8 -4 15 12 -12 13 -11 -15 -5 -10 18 -17 -1 21 -21 -23 24 -24 26 27 -25 29 -27
right_child=-2 2 6 9 -6 -7 -8 -9 16 10 11 -13 -14 14 -16 17 -18 -19 -20 20 -22 22 23 25 -26 28 -28 -29 -30 -31
leaf_value=0.00079035102869301997 -0.0017665132603195844 -0.030860092740828373 0.0098695884857199854 -0.0095167224770982186 0.077353159541547228 0.0188992475488379 -0.0030469266039230207 -0.022035046805303046 -0.053743450422523244 1.8999845465250966e-05 0.082071103050934041 -0.015644865686616303 -0.039790479392238516 0.0088290140345247767 0.064856856536529311 -0.050895299795705645 0.037250475830062767 -0.034172847166883569 0.047982759382233016 -0.019951133891194957 0.036706295512658957 -0.004239259784540996 0.0022012564572535414 -0.0031910754458519142 0.017711421784924849 -0.020608815250228483 0.0026655514869423245 0.015884937271317283 -0.014219704751331181 0.13127850424041917
leaf_count=186901 75166 188 4005 4901 48 526 6973 256 132 4303 26 2105 190 255 124 54 37 986 88 580 203 22392 6865 24254 1409 21 15626 973 2320 24
internal_value=0 0.00087856 -0.0561919 -0.124915 0.286093 0.161336 0.0161713 0.129428 0.167755 -0.149033 -0.0678195 -0.283179 0.0192898 0.0476508 0.556408 -0.249831 -0.643222 -0.554273 0.29573 0.00538095 -0.0239658 -0.0261171 -0.0223657 0.0006625 0.0988934 -0.019546 -0.00779126 -0.0503061 -0.251992 1.24735
internal_count=361931 286765 25197 13794 762 714 11403 4430 4174 13032 7003 2131 4872 4682 379 6029 169 1128 142 261568 74667 74464 73884 51492 8274 43218 40853 25227 2365 45
shrinkage=0.05


Tree=4201
num_leaves=31
num_cat=0
split_feature=545 785 1442 705 910 1434 1370 958 460 1458 1456 1467 1463 1451 1467 1466 1458 1465 885 1459 1457 1459 1452 1469 981 907 1451 1451 1459 62
split_gain=27.1822 24.5622 19.4569 20.2474 21.4581 20.5976 18.5826 18.4372 34.0925 22.9505 22.7054 23.9174 23.9085 20.6317 26.6955 23.9332 20.339 24.9877 30.2551 24.1329 30.7122 30.0113 29.713 29.3778 27.9799 22.8872 22.6016 39.2041 25.9438 26.6736
threshold=-1.0372938969678034 -0.86283290253235112 -1.2625182715263061 0.86867179873090239 -1.9779485302133339 1.0000000180025095e-35 0.70223084764880606 1.313041538630376 1.4788238215056537 -0.49418544158058714 1.3778752582070839 0.56642369356457667 0.58799068848344971 0.091456541639957825 -0.42189260964277353 1.8405790187546296 0.084403803362298288 -0.41120921193798426 5.4658443334279108 0.28033940150464115 1.5723103033889971 -0.17903548000207106 0.37490402264961914 -0.88964864486721928 1.9803212314877492 -0.5718298757292658 -0.3696754656029177 -0.17514941140794424 -0.29335017616020637 -1.2811150420666217
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 7 -5 -6 -3 16 9 13 11 -11 -12 14 -9 -15 17 18 19 20 21 22 26 25 -23 -24 28 -28 29 -4
right_child=1 2 3 4 5 -7 -8 8 -10 10 12 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.6166768150824379e-05 5.5801453675052945e-05 -3.3551651922848168e-05 -0.0005256567071322977 -0.00066884822633938397 6.5666966537694286e-05 -2.841681367270032e-05 -0.000156698068339697 0.00051913638237574555 -0.00036514044680330769 -7.9663674192546693e-05 0.00047184647471685653 0.00019999883837530888 -0.00035201400403539875 -8.334009010960642e-05 0.00010537232519655903 0.00087739216383059975 1.2551994649979598e-05 -1.7032422591661685e-05 0.00077976544904539199 1.473845448424805e-05 0.00041830082560542677 -0.00029756885828048174 -0.00038778317402019197 -0.00034918654585956537 0.00047462554562493803 0.00025905318255306281 -0.00039509301793510225 -4.660257135476611e-05 0.000285243718233685 1.2719230267119443e-05
leaf_count=94059 26335 27728 745 351 31743 15972 11454 1470 1136 6935 806 1784 213 1481 1633 107 40878 58124 143 7682 458 7143 401 5020 244 786 2377 7164 1610 5949
internal_value=0 -0.00704476 -0.0145283 -0.00648951 0.032136 0.035103 -0.0672148 -0.0196412 0.0542676 0.080626 0.0193842 -0.0191848 0.321802 0.211897 0.320039 0.00182071 -0.0280309 -0.0466842 -0.0931938 -0.0979991 -0.128293 -0.13825 -0.0977834 -0.253729 -0.274076 0.0491564 -0.0524921 -0.130827 0.0360119 -0.0304728
internal_count=361931 267872 241537 202355 48066 47715 39182 154289 15565 14429 9738 8719 1019 4691 3103 1588 138724 97846 39722 39579 31897 31439 24052 6207 7387 1187 17845 9541 8304 6694
shrinkage=0.000980392


Tree=4202
num_leaves=31
num_cat=0
split_feature=545 1442 705 912 992 961 1445 1461 1244 954 986 1454 1463 1449 1466 1467 1454 181 1193 284 1084 182 498 1134 280 1458 1239 1109 1464 1463
split_gain=18.5009 20.0869 23.3576 20.3649 19.682 20.2837 19.4944 21.1959 19.4865 19.2497 18.4374 18.2506 45.5747 37.8338 37.7118 37.2562 22.7741 21.8597 21.2719 20.2046 20.123 19.5548 18.4437 17.7592 17.7792 17.5245 17.4214 17.287 17.1257 23.5771
threshold=-1.0372938969678034 -1.2625182715263061 1.3612027609086828 -1.8578498906837886 0.6146227839635201 1.0119945065797371 1.6380901172106308 1.4098417307792441 -0.63949717837331155 1.6276177283287072 0.6713395675719418 -0.91909735138557946 -0.37812388882570003 -0.016736665957810089 -0.27546937187240134 -0.22023664855122008 -1.0058734782676975 1.0000000180025095e-35 -0.53368481803894474 0.55631234241427197 1.0000000180025095e-35 1.0000000180025095e-35 -0.20202746876517785 2.0797189844638093 2.683888539760694 0.14052504452646655 0.29945261970662396 2.0059613387242159 0.2602645535820674 -0.052537044703927886
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 11 -4 9 -6 7 8 23 10 -5 12 13 15 17 16 -3 25 20 -19 -14 -17 -23 24 -2 -15 -20 -28 29 -13
right_child=1 2 3 4 5 -7 -8 -9 -10 -11 -12 28 18 14 -16 21 -18 19 26 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.5757147047684551e-05 -0.0001396213569497457 -5.2123784382503645e-06 -0.00049390348009897421 0.00012471322724815149 0.00031806405343919427 -0.00016494508379445298 -0.0001384389034536345 0.00017837262209780946 1.1828401200815392e-05 -0.0001382339448990409 -0.0002161093236643492 -4.285161055532702e-05 0.00038993172850289694 -0.00040485832212969913 -0.0011174185881071585 -0.00025094988328441592 0.00070854198079692667 0.0011331651929356011 -0.00050082056987147034 -0.0010294328039158343 -0.00028221050070061375 0.00085136739720117701 6.3064502804362901e-05 0.00017617502298384371 -0.00077899686038597992 0.00023994904021539413 -0.00013560393482925007 0.0010500105447178412 2.4963685898094189e-05 1.4562384363632008e-05
leaf_count=94059 9538 266 419 8628 2667 539 14673 2379 14111 1937 883 91008 616 454 182 574 1261 136 926 34 395 215 415 907 350 376 1027 61 55331 57564
internal_value=0 -0.00503904 0.00260482 0.0869345 0.0982067 0.250947 -0.0565415 -0.021624 -0.0439266 0.0552697 0.0971372 -0.0036293 0.111787 0.266179 -0.080957 0.405367 0.613965 0.0779726 -0.110802 0.825282 0.160063 0.0858204 0.344991 -0.126638 -0.160769 -0.0721431 -0.255397 -0.062791 -0.00745148 -0.0204446
internal_count=361931 267872 225914 15073 14654 3206 41958 27285 24906 11448 9511 210841 6938 3913 1182 2731 1527 1000 3025 170 1011 1204 630 10795 9888 830 2014 1088 203903 148572
shrinkage=0.000980392


Tree=4203
num_leaves=31
num_cat=0
split_feature=50 56 651 703 1470 54 1436 1449 1470 1042 1312 183 1325 1469 289 330 219 323 1270 966 1191 1455 694 1324 1042 287 488 900 431 141
split_gain=11.9398 22.933 15.6044 15.6029 15.0988 15.1574 20.5104 17.3357 16.8131 16.5006 16.4749 15.8375 20.118 20.1969 18.3042 17.4056 17.1986 17.1939 21.8587 19.7385 16.4804 18.177 15.9712 15.9711 16.6755 19.8356 16.2928 15.8024 15.6424 18.347
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 -1.6015642574650035 -1.2126727935954851 -0.42445565733332025 2.5160119748016476 3.6725314242296441 0.82151526813113451 1.5779724173843153 -0.38020897512999724 -0.47672773491226839 -1.6251899001703338 0.95150619086923827 0.87963944592660359 5.5487797831103203 2.8181071584299411 1.4571614934888457 0.87457202968949976 -0.47151144343764478 -0.70450681198073684 1.7297158872023053 -0.4791890119059205 0.35999974509369692 -0.81202418658460318 0.10079253528717744 0.33867752481421415 0.18557335821374174 -0.043083050339644456 -0.33114154060000872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -6 9 10 11 -8 14 -13 15 16 17 28 -14 19 -19 -15 -22 -20 24 25 -21 -25 -12 -7 -30
right_child=-2 3 -4 -5 5 7 8 -9 -10 -11 27 12 13 20 -16 -17 -18 18 22 23 21 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.0012003552079866699 0.00029307238672254918 -0.008477745408289732 0.002425297563103918 0.00027189682111208348 -0.0092919585962145269 0.0011633851435038703 0.057832544493138564 0.026433312385781362 -0.059378841144644812 -0.017111816938275525 -0.051493032632176285 -0.049908316413219023 0.00018484435861626665 -0.039690953973029901 -0.017209188685225651 0.073871153576869644 -0.041060242673309988 0.034154337103660649 0.11361217190768708 -0.021347812624119073 -0.0082836080500051333 0.087092540447342603 0.016712559859792659 -0.011766537515889575 -0.02702759965345794 0.088627501714166682 0.044389271964299502 0.046542058279401999 -0.017828662688018804 -0.0021623077072473744
leaf_count=7327 197382 3889 6387 86568 19895 7204 134 277 53 2778 78 292 14289 442 3004 37 337 384 43 58 2860 39 54 143 452 39 170 37 3539 3740
internal_value=0 -0.0219461 -0.0623011 -3.71111e-05 -0.0777307 -0.0962555 -0.169683 -0.0657972 0.469221 -0.0718849 0.676293 -0.0590133 -0.00683353 0.00113893 -0.126071 0.0387582 -0.0837024 0.0331193 0.306555 0.209221 -0.21147 -0.136925 1.38819 -0.00945444 -0.299019 0.593142 0.413724 -0.111016 -0.069642 -0.173087
internal_count=361931 164549 74092 90457 67705 60378 20197 40181 302 39904 249 37126 19302 19010 17824 15669 14820 15632 1343 1246 3341 2899 97 862 549 97 313 115 14483 7279
shrinkage=0.05


Tree=4204
num_leaves=31
num_cat=0
split_feature=785 727 519 728 869 906 57 507 924 727 382 789 56 590 689 430 726 1252 978 633 234 553 1469 560 739 51 760 740 689 615
split_gain=21.4198 15.7583 15.5628 19.7167 23.4655 23.3672 27.7682 20.9537 19.1424 19.107 21.7799 20.0045 19.0728 18.898 19.7372 18.9363 20.9688 18.8749 20.9407 19.8206 19.185 18.4942 21.665 19.8179 18.735 18.4193 18.4014 22.6309 24.6373 22.9209
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 0.10039724912444258 1.4243427035504792 0.65809631222906606 1.8999064755685127 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 4.3527420364106586 0.58895901036483078 0.86385367930994306 -1.2369097968503453 -2.5456679507321813 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 -0.032233800100399751 2.9775633284852119 1.4889352106746172 2.5106116815996127 1.0000000180025095e-35 -0.0042716488657764022 2.6399776226761449 0.16364321731367579 -0.59108387774323179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 21 12 -2 -6 -4 11 -11 -7 14 15 -9 -17 18 19 -10 -21 24 23 -23 26 -15 27 29 -29 -5
right_child=2 -3 9 4 8 6 -8 13 17 10 -12 -13 -14 25 -16 16 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.2483811728462694e-05 -6.9662444680189907e-06 8.9067328181160137e-05 -3.8716569937934493e-05 1.1785440400687445e-05 -7.7912657304300055e-05 -7.2948638537656175e-05 9.483174053363497e-05 -0.00013633893977753851 -0.00033055010295656633 0.00022712380209371689 -2.4155167620238597e-06 -6.7842618536206769e-05 0.0011448060843256907 2.7339980186428595e-05 -9.8844296269597089e-05 -0.00060974645605496602 0.00022733912363821494 0.00082381219254347091 -0.001320330909114525 -0.00037338732026773956 0.00017756224063396905 -3.1572824965337303e-05 0.0008460382785321635 -0.00030021598733384782 -0.00032646781724520347 -0.00051162428916601028 -3.380742258921103e-05 7.4345645933450886e-05 -0.00042561761759234276 0.00011076611815129017
leaf_count=12551 48652 17008 9447 23781 79939 57185 5532 912 897 5244 5700 1127 44 919 1527 146 6559 171 73 505 3679 36047 133 1558 896 468 18094 756 961 21420
internal_value=0 0.0449405 -0.0180249 -0.0228315 -0.0327089 -0.0175062 -0.0554514 0.0142116 -0.06899 0.0372531 0.0903875 0.175108 -0.0727811 0.100861 0.136279 0.178971 0.215005 0.0763949 0.0471449 0.0656102 0.126897 0.0030343 -0.0400736 -0.0437177 0.0250906 -0.137365 0.0291566 0.0518829 -0.187375 0.0619721
internal_count=361931 29559 332372 310854 251671 166407 62761 59183 85264 21518 12071 6371 57229 10531 9144 7617 6705 5325 5154 5081 4184 103646 37738 37605 65908 1387 65012 46918 1717 45201
shrinkage=0.000980392


Tree=4205
num_leaves=31
num_cat=0
split_feature=785 263 150 50 543 264 1298 197 1437 685 602 326 912 357 21 1319 1457 1463 1457 1355 1463 1452 1463 1454 194 626 1012 1464 1462 1454
split_gain=22.3939 16.4177 23.9922 21.8744 23.3147 21.7781 20.537 21.4597 18.8615 19.7635 20.3954 20.8451 20.4432 19.3126 18.4343 31.7633 25.5728 25.0643 23.3941 25.3738 23.1726 28.7945 29.9912 25.8821 22.318 21.5109 21.072 35.9625 24.3338 22.6119
threshold=-0.86283290253235112 0.66115833724634121 -0.52571317712276111 0.55630078546380823 1.0000000180025095e-35 -0.92193233685461917 0.60955665694886108 1.7525974049969186 2.8257610812025367 2.3228665155769002 0.66849908449309148 0.65872944223055041 -0.18315212876690487 -0.79925402091142261 0.62211875780133752 0.99509782838923799 0.14149010266814824 0.94170239728407068 0.63151525041848589 0.78446141766648569 0.27735576329560918 0.59388296513046446 1.1980566001670445 -0.33546787509067016 1.0000000180025095e-35 0.95128857106200893 1.0000000180025095e-35 -0.29199363580579096 2.5504260296193109 -0.91909735138557946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -4 7 14 9 10 11 12 -7 -12 16 25 26 -17 20 -20 23 -22 -23 -18 -25 -16 28 -28 29 -2
right_child=1 2 5 -5 -6 8 -8 -9 -10 -11 13 -13 -14 -15 15 17 18 -19 19 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.525468606004431e-05 0.0002959173394983585 -4.4338445970776301e-05 -8.8059920242913195e-05 6.9009372335180929e-06 -0.0001218043831015417 9.3786619073960596e-06 1.6114791372276414e-05 -0.00017160176304423182 -0.0001793752836905544 -0.0001848072050914423 0.00030016896430023197 0.00030184072386593946 0.00013007099678327122 -6.8856710691456049e-05 -8.4902864118556665e-05 2.846087819217902e-05 -0.00022313459488525753 0.00054648300482975092 -7.2896190594466792e-05 0.00014667471005272442 -0.00050560668787659924 -0.00043564660024607586 0.00056756058171724679 -0.00015053483043390127 0.00020367510312093546 -0.00025236432907960573 -0.00016097551492604353 3.6262171896400549e-05 0.00041423884068425115 1.760202402038908e-05
leaf_count=29559 1749 25045 5921 63642 27071 9899 34177 10038 1260 1678 692 1902 15272 5431 23830 3319 5960 463 14411 3508 2416 367 329 2516 1982 5409 12915 13559 748 36863
internal_value=0 -0.0181593 0.01135 -0.0276461 -0.0418569 0.0410744 -0.0328672 -0.0475425 0.0588631 0.0683357 0.078047 0.102798 0.0864316 -0.0298833 -0.039847 -0.0887506 -0.0215732 0.101361 -0.0810973 -0.0247265 -0.166233 -0.366306 0.0658453 -0.106589 0.0363904 -0.118526 0.00703652 -0.0546413 0.0407228 0.0310064
internal_count=361931 332372 67100 265272 201630 42055 174559 140382 36134 34874 33196 27073 25171 6123 130344 33021 97323 3782 31489 17919 13570 3112 696 10458 4498 29239 65834 26474 39360 38612
shrinkage=0.000980392


Tree=4206
num_leaves=31
num_cat=0
split_feature=785 728 519 651 1393 423 288 539 246 967 895 224 912 723 284 218 1389 288 1188 983 1105 85 1367 1388 695 1175 1451 912 833 933
split_gain=11.9113 12.6635 12.3062 16.5158 15.9572 15.4961 15.6817 16.0108 17.9132 14.9779 18.0205 14.7689 20.2515 17.0883 16.9326 16.5574 18.2455 27.4348 17.0218 20.2997 18.1359 23.5379 16.9843 21.8051 16.2915 16.402 15.1015 15.0191 18.5369 18.6597
threshold=-0.86283290253235112 -0.49008176997875957 -0.830672104868595 -0.9964111233105486 3.2693079155969014 0.94403576084080321 -0.10392896985960419 1.0000000180025095e-35 2.2923508580589975 -0.475572861408118 0.27654892694072097 -0.45318753501052728 0.78540526630183416 1.0000000180025095e-35 2.581792526433365 0.65485441308117687 2.4536545757101487 0.74160681984011179 0.58905011780625915 2.4893383828373485 0.74794750351689865 2.1654415471485842 1.0000000180025095e-35 0.62454994449934154 1.715484531564538 -1.4887852908755075 -0.071276657143309677 1.0000000180025095e-35 -0.44913667362700727 2.2214874143667376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -2 8 -8 10 -5 -11 13 15 -14 16 18 -18 20 -20 24 22 23 -22 25 -13 -25 -27 -29 -30
right_child=2 -3 4 9 -6 -7 7 -9 -10 11 -12 12 14 -15 -16 -17 17 -19 19 -21 21 -23 -24 26 -26 27 -28 28 29 -31
leaf_value=-0.005017482370565849 0.00010678864777900171 0.0026482753462674963 -0.00016059455076753308 -0.0006788637255874195 -0.017902689449038129 -0.027965349348022417 -0.03621689980116817 -0.0046796175306798278 0.054715766635512933 -0.0071513752456107589 0.0098585021623050044 -0.031745466482228611 0.0068130157161718444 -0.0077910452667374099 0.078051017854263494 0.014744672268052789 0.0099141196635191102 0.13001474662353293 -0.021076754543428479 0.071541768257222027 -0.016081286873378758 0.12297946130534171 -0.03284850372997241 0.089466230904722152 0.059601289573277344 -0.00070143154708698398 -0.0050120470050456709 -0.0086552656156017697 0.02335913493195961 0.11046581720833887
leaf_count=3396 2963 26163 279539 14128 808 1192 963 833 48 10898 2553 314 3171 7074 34 1274 157 36 1214 38 548 24 723 54 105 2453 50 361 785 32
internal_value=0 0.0374042 -0.0097234 -0.047351 -0.00410246 -0.197043 -0.133351 -0.335992 -0.624591 -0.0327611 0.026456 -0.0694679 -0.0222688 -0.0649181 0.160983 0.0245143 -0.0332814 0.80588 -0.0581882 -0.350788 0.0104306 -0.297131 -0.354099 0.0277813 0.0962953 0.0686008 0.988599 0.113126 0.352977 0.559493
internal_count=361931 29559 332372 52025 280347 5999 4807 1844 1011 46026 16681 29345 18447 15242 3205 8168 6894 193 6701 1252 5449 1399 1375 652 4050 3945 104 3631 1178 817
shrinkage=0.05


Tree=4207
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 784 284 211 779 1449 621 759 693 1397 221 755 982 5 43 647 590 597 1467 714 588 906 689 421 588 290 1443
split_gain=19.7198 17.3519 20.3808 24.283 20.8293 22.6152 19.5906 18.9267 22 19.1037 19.0055 18.7776 20.3337 19.2355 18.7476 19.8163 18.3896 18.0545 19.3755 43.335 17.812 18.3805 17.6491 33.358 29.1376 23.5539 23.0939 22.3988 21.9976 23.1118
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 0.9594655836162902 -0.016855454340067026 -0.62944366619299574 -0.37927031053793997 -0.58632960250228139 0.15756737096759915 -0.38185557403879594 -0.78652982607854283 -0.094237930796279443 -0.0046931964246789259 0.58583312291556033 -0.16688862866646997 -1.0821368227570305 2.2744972866152193 -0.87782724458594241 0.58895901036483078 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 2.6287012352426902 0.71188872395471614 1.979635823759073 1.3123186738111605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 4 5 -4 -6 -7 10 14 -9 -5 -13 -14 -10 -16 -8 18 19 -3 21 22 27 24 25 -24 28 -2 -27 -30
right_child=1 17 3 11 6 7 16 8 9 -11 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=3.9913601559292677e-05 3.5052599144988392e-05 -4.2084332942417999e-05 -4.8371744546960572e-05 -0.00037395231758668469 2.739753865001184e-06 -8.0907098748073998e-06 -0.00032582658549659428 5.7899597593701007e-05 0.0003004447383105219 -9.8628763904221934e-05 0.00054591229351080839 0.00011356919494735138 -0.00047545417553571437 3.0199379796112142e-05 0.00019126738319741204 -0.00068109449764456969 0.00028531958672608121 -0.00025897021199777542 -5.3268120616123371e-05 0.00039387157583529363 0.00022066356331428293 0.00013839510641875107 6.0040329619493634e-05 8.7471135325093026e-05 -9.5947099381246852e-05 -4.4552855412964871e-05 -0.00043270113935558378 -8.6551018666485409e-05 0.00017766982663885132 -0.0002862724295060135
leaf_count=29559 42695 4660 8900 1406 2043 3858 281 522 1812 1389 999 2147 1014 831 297 234 3872 4157 89769 1349 1237 3115 13647 8638 45400 74133 992 9073 3253 649
internal_value=0 -0.0196946 -0.0098079 0.0436801 0.0694785 0.0319043 0.175055 0.103786 0.186005 0.0976418 0.396106 -0.109785 -0.0314718 -0.232933 0.213163 -0.168127 0.257572 -0.0495893 -0.0438221 0.0859069 -0.0184447 -0.0203703 -0.0233896 -0.0364607 -0.0462045 -0.0238937 -0.0395644 0.0131082 -0.0357096 0.117301
internal_count=361931 332372 232437 29605 24207 18011 6196 9111 5253 3732 1521 5398 3992 1845 2343 531 4153 99935 95778 6009 202832 201595 198480 146712 138074 92674 79027 51768 78035 3902
shrinkage=0.000980392


Tree=4208
num_leaves=31
num_cat=0
split_feature=888 522 773 1110 134 552 970 905 1049 1244 1186 691 21 688 393 1189 39 1388 895 1388 772 1422 213 842 1234 1168 1248 774 1317 704
split_gain=11.681 13.1475 20.7432 17.4267 20.5118 18.8137 22.6302 17.7269 17.4083 17.3064 23.9098 17.2919 17.1093 16.5181 15.8105 19.6929 20.0978 15.6175 15.3821 15.3643 15.2942 20.9031 19.1154 18.2609 15.8097 19.0183 19.4273 20.3541 17.5612 17.2256
threshold=1.0000000180025095e-35 -0.71745339412579689 0.70271917444219445 -0.42574520883146083 1.35321484427453 2.0395940861362907 1.5209252048593116 2.3546006365291614 -0.86429821763979653 -0.80324577544460174 0.77832661901905575 0.11682074345248079 -1.8362818876253988 2.9347282590847246 1.9306075413196593 -0.72174426439019057 -0.74572863955402979 2.652174797432834 1.2967443670357375 1.2229360475943636 0.015108787020001143 4.0049041761242465 -0.015222071744373773 0.47093172716326226 2.6569678436788515 -0.28919238636343836 -0.30467898041164326 2.3794867721593911 -0.33396929128515979 1.5616352280878845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 14 -7 9 -8 10 -6 -3 18 -14 17 -16 -17 20 -13 -11 22 23 24 -22 25 -5 28 -28 -27 -26
right_child=-2 11 -4 5 7 6 8 -9 -10 19 -12 12 13 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 29 26 27 -29 -30 -31
leaf_value=0.0061518272723115842 -0.0023014640981079055 0.00018129619214801238 -0.0021268306259649484 0.0041114413306587994 0.014389807971268324 0.010051328363824306 -0.038784495897326118 0.038306724764309394 0.091363633133367303 -0.012277533777002346 -0.036148524589847693 0.013963714876982378 -0.0026135383529372449 0.0067728709000045052 0.0072601424095871019 0.0004801981513628999 -0.0253863319824306 0.023305260877513174 -0.035396012351428537 0.015120176305134231 0.0062058215533109936 -0.069487579656217296 -0.0061721132625767875 -0.0027901902531058558 0.017633718233683475 -0.0078723549461009786 -0.015561209444924076 0.060042274010923984 0.015393476360082882 0.10507702321995516
leaf_count=18895 46198 158254 17567 6866 1238 1150 24 117 67 2889 194 1477 75980 2272 744 677 1226 344 84 299 9894 54 7553 3847 268 921 2023 36 748 25
internal_value=0 -0.000805722 0.0245175 0.044963 0.0932026 0.0138072 0.286165 -0.0579018 1.37191 -0.086576 0.157106 -0.00979643 -0.0400262 -0.0451509 0.00400203 -0.176478 -0.311605 0.0168844 0.214752 -0.184534 0.011407 0.0670951 -0.0323907 0.0722926 0.0274204 0.0130798 -0.120325 -0.274703 0.0584742 0.547817
internal_count=361931 315733 77666 60099 23632 36467 1241 4737 91 4620 1432 238067 79813 78252 35226 2647 1903 32579 1561 3188 32235 13795 18440 13741 10887 10594 3728 2059 1669 293
shrinkage=0.05


Tree=4209
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 284 693 1397 221 597 1467 407 1037 203 647 590 900 566 796 772 1315 1466 983 672 594 291 1325 645 1206 156 833
split_gain=26.4252 19.2504 20.8117 24.9471 21.5602 18.8493 20.3277 19.2397 18.517 18.784 17.9687 20.9132 20.6481 17.8467 41.3398 17.2623 17.1751 17.1357 17.3368 18.2186 17.7112 19.2891 19.0414 17.0494 17.5874 16.9919 19.6294 17.3252 16.9546 16.9512
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 -0.13752235891992784 -0.78652982607854283 -0.094237930796279443 -0.0046931964246789259 3.1596628491584919 3.2089320700182484 0.84645902423176334 0.22837682199839732 0.4774557781505589 -0.87782724458594241 0.58895901036483078 -0.63749923242861428 -1.1998937517443011 0.38087715954262297 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 0.4869546456463002 -0.12940592326613984 -0.8593050114939933 1.0999280683389623 2.13767461384858 -0.8824344177529041 1.6480709466544363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 25 -5 -7 -8 9 -2 11 16 -13 14 17 -10 -6 -3 19 -19 -20 22 -22 24 -12 27 -27 29 -26 -4
right_child=1 13 3 5 10 6 7 -9 15 -11 23 12 -14 -15 -16 -17 -18 18 20 -21 21 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=4.8240639848457006e-05 -2.3444627227017633e-05 -0.00015043519595719164 -0.00032842576900926076 -0.00037600092560488265 -0.00047309869124792189 0.00011188617429281864 -0.00047681593901459726 2.8578985443751268e-05 -0.0006132758889715609 0.00013961305035753489 0.00016763725087784191 0.00031242814978488926 -1.9610305899939023e-05 -6.0752275964709787e-05 0.00036958915935412004 0.0002911503223154089 9.4081478263548959e-05 0.00023973921106865137 -0.00033491869557492092 0.0012451950155820454 0.00084378220782607303 -0.00062845588819416501 -0.00081750363161544953 0.00028278771737811172 -0.0012160729123877915 -1.698991409630649e-05 0.00025358952116088618 0.0009884932950986042 -0.00015553034726410348 0.00099141777175773809
leaf_count=29559 198480 3383 1407 1406 286 2147 1014 831 107 3115 840 4319 1059 93730 1384 1130 4658 381 540 130 229 100 58 651 86 7659 1349 51 1795 47
internal_value=0 -0.0205869 -0.0101749 0.0438506 0.0699893 -0.111618 -0.0331602 -0.234436 -0.0189 -0.0208629 0.123691 0.167483 0.257707 -0.0520511 0.0711331 0.229274 0.0676347 -0.053043 0.167415 0.522871 -0.0339218 0.338276 0.619701 -0.00927105 -0.0841725 -0.00640463 0.0276265 -0.236568 -0.197003 -0.286375
internal_count=361931 332372 232437 29605 24207 5398 3992 1845 202832 201595 13694 10322 5378 99935 6205 1237 4944 4821 1438 511 927 387 287 3372 2721 10513 9008 1505 1881 1454
shrinkage=0.000980392


Tree=4210
num_leaves=31
num_cat=0
split_feature=815 878 1028 1306 1361 289 766 973 287 1458 497 21 1112 1450 760 286 1176 1013 1468 768 752 687 417 1379 634 1392 784 671 388 747
split_gain=11.6676 32.051 24.3854 20.4426 24.1287 23.7312 18.6824 17.8337 21.6009 17.8522 17.7499 19.4067 21.2577 21.8556 18.2538 18.5326 17.24 16.8828 17.9907 16.6493 29.6143 17.4502 18.9711 18.4188 17.8576 16.5113 16.3327 25.4347 20.0918 18.4238
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.66275050977156291 1.8788488985925911 1.0000000180025095e-35 2.4797778839382345 0.94376130171538664 -0.78067599556407707 -0.13886667961102572 1.0000000180025095e-35 -0.7553615547136906 1.0000000180025095e-35 1.3427329500072402 0.20285747808121529 0.49797202931370538 2.5330129951816609 1.964243435261279 1.4812727367704444 2.0793728249637273 -0.30338777309185855 1.0000000180025095e-35 0.31595933703903267 -0.6858824271205658 1.0000000180025095e-35 -0.11148945329773725 2.7089904662491646 1.0000000180025095e-35 0.66766422009387627 4.236852437249496 0.98810451262880827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 5 10 17 8 -8 -10 -4 12 13 14 19 25 -1 18 -6 -12 -21 22 24 -23 -22 -16 -2 28 29 -28
right_child=26 -3 3 -5 6 -7 7 -9 9 -11 11 -13 -14 -15 15 -17 -18 -19 -20 20 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.010026384096623403 0.0012864125328184879 0.00030366985332803655 -0.0086539204019375482 -0.014336333992219881 0.0016703973297813226 -0.02725990805301334 -0.016544556364885339 -0.016659675754651083 0.052377496015500818 -0.021244501255932177 -0.0041218928106316497 -0.0043554004078658346 -0.040606704705968097 0.010843738838802665 -0.0153086706578633 0.092974591307986659 0.012526384085276517 0.017713763539776755 0.025676137049499278 -0.020232179660121717 -0.00084916155503966416 0.0099231838316920142 -0.0049950324310142 0.037741346925113536 0.079839470904417426 0.046231524309208211 -0.00066095342977130983 -0.0042776572462585247 -0.041033286591934767 0.0038006332434056683
leaf_count=21095 103213 89795 9474 3879 9807 934 270 1430 188 72 2938 18573 232 3809 2296 27 865 1024 392 775 114 800 975 648 89 51 55285 19931 293 12657
internal_value=0 -0.0211645 -0.0652875 -0.0436852 -0.0338126 -0.0688294 0.0503518 -0.182403 0.209716 0.686688 -0.060213 -0.0325201 0.0454426 0.0586421 -0.01604 -0.230101 -0.176183 0.0837201 0.0540598 0.0518284 0.18181 0.285986 0.0440049 0.461184 0.806643 -0.259423 0.00620998 -0.0161562 0.00486579 0.00668462
internal_count=361931 170552 80757 58797 54918 41735 13183 1960 530 260 40801 31327 12754 12522 8713 2374 21960 11223 10199 6339 3401 2626 1178 1448 203 2347 191379 88166 68235 67942
shrinkage=0.05


Tree=4211
num_leaves=31
num_cat=0
split_feature=50 56 1470 1469 810 533 57 696 917 21 1466 489 1241 974 1201 819 1465 1106 557 154 189 635 823 1298 651 980 197 1152 927 21
split_gain=11.7881 21.9556 18.1168 17.2673 19.1163 26.993 18.7786 18.5001 18.2103 17.5362 17.5227 17.3906 20.5312 20.1429 19.0551 16.8669 22.8066 21.7459 18.54 18.0127 17.3208 16.7856 16.7244 16.4965 18.5962 23.8455 21.3537 24.6923 21.2395 20.4643
threshold=0.55630078546380823 0.58160213896575708 -1.3782462404802098 1.6596426661524915 -0.65819684525605759 0.66959453337990815 1.4243427035504792 -1.0315349682047925 0.24457324596401081 -0.32341995197817647 0.28675450570750938 0.33962823183986585 1.1307064750723033 -0.92925364604761451 0.87496205445575626 1.0000000180025095e-35 -0.45749305878403218 1.7407510129396675 1.0593805377627932 -0.14955029676188528 1.0000000180025095e-35 2.8504163033502179 2.3225820789007119 0.60955665694886108 1.1107569744011787 0.79712863850048066 1.7525974049969186 1.0000000180025095e-35 1.0483613175537825 1.3785497256249488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 4 5 7 -6 -4 -7 10 -8 14 13 -13 -5 23 20 18 19 -18 -17 -9 -19 24 26 28 29 -28 -26 -1
right_child=-2 2 3 11 6 8 9 21 -10 -11 -12 12 -14 -15 -16 16 17 22 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0011428515499179673 0.00087156294224546588 -0.0431275002821567 -0.011474627094390004 -0.011468119776672871 0.0024353593949621166 -0.0077560037233883779 0.015577099048044607 0.0018534269409005673 -0.033770735603568081 0.0062381164439485048 0.051696491416920232 -0.041245590751754255 0.03213782240988395 0.0041087193964687773 0.021772976993905246 -0.0059558488515125615 -0.006487070472861416 0.021509969673394427 -0.016394073535309511 0.0034838447760715974 -0.018884699076099749 -0.023963650304481769 -0.044702748885695372 0.0012103005418381012 0.0056870893208593853 -0.0084059166597242104 -0.013057303448237322 0.0030709521845610627 -0.011903523829561767 -0.0063724680418621379
leaf_count=113635 84163 120 1592 3421 36857 1337 567 14455 457 1925 188 190 271 1050 242 6350 7389 889 1939 7266 4685 290 121 36038 11162 2411 6978 2544 1033 12366
internal_value=0 -0.0131586 0.0222858 0.0238946 0.0346583 -0.0224379 0.0632604 0.00443628 -0.279532 0.228712 0.496262 -0.102388 0.105456 -0.0277622 -0.186249 -0.026387 -0.0938922 -0.0340702 -0.0607667 -0.0268133 -0.208073 0.0267949 0.337704 -0.0190596 -0.0314549 0.0454751 -0.0415647 -0.171925 0.0856733 -0.0338136
internal_count=361931 277768 62962 62842 57668 18131 39537 16337 1794 2680 755 5174 1511 1240 3663 214806 28639 17604 16594 14655 11035 14745 1010 186167 150129 14606 135523 9522 12195 126001
shrinkage=0.05


Tree=4212
num_leaves=31
num_cat=0
split_feature=785 728 784 657 921 726 1002 540 976 775 14 647 590 10 912 796 64 772 381 1466 983 672 570 15 909 447 900 765 1246 1145
split_gain=21.3816 18.8747 19.1925 18.5204 18.914 21.1619 24.6067 22.9172 21.9679 20.7564 21.6499 18.2651 42.1503 18.1339 17.5057 17.3616 17.2327 17.2231 18.4007 17.581 19.3219 19.058 17.1661 17.5068 20.1158 19.5551 19.3819 18.9935 18.7707 17.893
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 0.62154522891879982 1.0000000180025095e-35 0.69854289147193727 0.99026637822014563 -1.1340907276278103 0.13281703179381904 -0.29015431142025017 -0.87782724458594241 0.58895901036483078 1.1855328726172645 -0.078185317478667166 0.38087715954262297 0.58408534944085788 -0.28708682036526079 -0.32502189658861175 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 -0.4998781572545779 1.9016026118134437 -0.21963219460843428 0.59972846529787971 0.41331674494487913 0.57148697826932571 -1.1275752352374568 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 7 13 -9 10 -4 12 15 -7 -10 -3 -5 18 -17 -19 21 -21 23 24 29 26 27 -26 -27 -13
right_child=1 11 3 16 5 6 -8 8 14 -11 -12 22 -14 -15 -16 17 -18 19 -20 20 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=4.2833079988125561e-05 -1.8821221410032393e-05 -0.00014929371542263375 -2.4089656255878127e-05 -0.00010019330166441844 -9.6543073735373995e-05 0.00033786225149427519 -0.00011442700329562961 -0.0011362965676118804 0.00035322114871322096 -6.849271955455611e-05 0.00011307409530428682 -2.3897800513005085e-05 0.00037571839519983465 -7.3385241315714715e-05 -0.00022307604108270687 0.00099234372281982171 -0.00075027222162900862 -0.00033044707852805623 9.1867159832834867e-05 0.00084684398337031997 -0.00062732243512632737 -0.00081590320389407164 -8.5278165284180865e-05 0.00025973392736420979 -0.00018139662709643029 0.0008734857504323338 0.00012645642037975249 9.6004375715645306e-05 0.00015868086821672615 -0.00020035721443111511
leaf_count=29559 190291 3383 10038 1706 1564 4404 1062 84 388 9589 12032 10651 1384 530 508 235 241 540 276 229 100 58 61493 1214 4561 177 3736 2270 2615 7013
internal_value=0 -0.0192047 -0.00888971 0.0333233 0.0438124 0.133313 0.183069 0.237403 -0.0549331 0.018145 0.0550057 -0.0503753 0.0743066 0.298702 0.034822 -0.0511673 -0.170644 0.170871 0.525135 -0.0300516 0.340846 0.62261 -0.0604118 -0.0125891 -0.0256635 0.0431926 -0.00740326 -0.0903404 0.218164 -0.089064
internal_count=361931 332372 232437 42146 40199 8540 6976 5914 980 31659 22070 99935 6205 4934 896 4821 1947 1438 511 927 387 287 93730 32237 31023 13359 10567 6831 2792 17664
shrinkage=0.000980392


Tree=4213
num_leaves=31
num_cat=0
split_feature=728 659 633 1453 705 979 451 694 16 556 1254 620 284 7 692 219 984 1117 279 1120 1184 375 975 60 11 479 73 429 323 1317
split_gain=11.6209 14.7688 15.272 18.0615 17.1317 15.6565 20.7581 16.3615 16.0898 15.9477 15.5389 15.4509 15.4241 15.3758 16.8736 15.1231 15.123 16.0713 17.0343 16.1925 18.1079 15.2052 15.5684 15.0661 17.0895 16.9521 20.2773 19.3921 18.5434 18.3402
threshold=1.0000000180025095e-35 0.62821384419828064 -0.77899086806337892 0.43370469085150809 1.215584911221339 1.140538257479949 1.4809802044803921 2.1201858755173619 -1.6977326926170564 1.3560380072848763 -1.2284255717827108 -0.36275158613436381 1.8965768897120119 0.74471029362003671 -0.63983665418427926 -1.0127155366397818 -0.081679519809652185 1.9838579367035758 -0.28746851995742745 1.0000000180025095e-35 -0.032554487818798286 -0.50097495290021854 -0.14862115168230208 1.0000000180025095e-35 -1.2306599252306358 0.21059245734766685 -1.2792808126209154 -0.39209544080490266 1.0000000180025095e-35 -0.0075576590775216354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 7 -7 8 -4 -9 -6 -5 -1 -8 -15 -14 17 18 19 20 -17 -18 -23 -10 -25 26 -26 29 -27 -28
right_child=-2 -3 4 11 10 6 13 9 23 -11 -12 -13 15 14 -16 16 21 -19 -20 -21 -22 22 -24 24 25 28 27 -29 -30 -31
leaf_value=-0.0032735191179420163 -0.0013885985167349203 -0.0018721521280921378 0.012956610837181992 0.0090391289113957492 -0.015732629555664471 -0.0041137768673445334 0.012820565365961692 -0.0026625744274780937 0.0016450701904417225 -0.021858131689162692 0.0046424943899373737 -0.00018310722648090411 -0.011375163027421233 0.033591298230104413 -0.028027187606628635 0.039109877804029081 0.052898775942756771 0.079759569739268177 -0.0042995996890080419 0.065341188185562588 -0.048131097619799362 0.041504509665331119 -0.013325906685267397 -0.015467736760845849 0.048778589955157992 -0.019131908327231006 0.020395470271917196 -0.002112381644781244 -0.0017722235745120806 -0.0028984169869211616
leaf_count=38760 109090 41024 1657 3565 598 14560 1480 6298 100026 850 18914 8362 509 76 252 83 182 27 877 81 58 102 156 1683 107 1652 1074 5966 3110 752
internal_value=0 0.00306876 0.0107243 -0.0265987 0.0209407 0.0121416 -0.0531145 0.020856 0.0270031 -0.0887308 0.0828588 0.0533828 -0.0528347 0.166352 -0.282437 0.135505 0.237742 0.0997568 0.0524249 0.611586 0.0782687 0.582453 0.230638 0.0239892 -0.050471 -0.0232709 0.0358556 0.0215803 -0.15382 0.225628
internal_count=361931 252841 211817 52762 159055 139543 16368 123175 116027 7148 19512 11927 40835 1808 328 2075 1566 1126 1099 222 141 440 258 114370 14344 12661 7899 7792 4762 1826
shrinkage=0.05


Tree=4214
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 597 1467 913 84 560 497 498 1104 796 772 381 1466 983 672 1224 1180 900 1117 471 570 15 909 447
split_gain=21.9863 18.1918 19.8196 24.5347 25.3507 18.4361 41.7087 18.4061 18.856 18.2697 19.6354 18.7269 18.2164 24.6054 19.1786 17.1734 17.1334 18.293 17.5293 19.2931 19.0318 17.0974 17.5507 17.0962 16.8819 16.776 16.7603 17.4451 20.3906 19.1981
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 3.1596628491584919 3.2089320700182484 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 0.13067971497466105 1.69116793757109 0.63515767152532354 0.38087715954262297 -0.28708682036526079 -0.32502189658861175 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 1.9980862990756834 -0.98536440085365629 -0.63749923242861428 -1.2591097148690287 2.9395468797111257 -0.4998781572545779 1.9016026118134437 -0.21963219460843428 0.59972846529787971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 12 9 6 15 8 -2 11 -11 -5 13 -4 -15 21 17 -17 -18 20 -20 -3 -23 -9 -8 -6 27 28 -7 -30
right_child=1 5 3 4 25 26 24 23 -10 10 -12 -13 -14 14 -16 16 18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.2092211942667548e-05 -2.3744620807405433e-05 -0.00018131659235308487 -0.00030099638796894353 -0.00039882117024896981 9.9093056953111479e-05 -8.9309409310417531e-05 -0.00068014551946419361 -0.00061070732236212695 0.00013964988796890415 0.00035425787098409346 -0.00072625384742893372 4.9337967512987152e-05 5.1080311752370452e-05 6.8046330926595567e-05 0.0014148616962976026 0.00098865267896933108 -0.00033049530630307301 9.0981156049437453e-05 0.0008449118690329469 -0.00062814025493851009 -0.00081573032443884599 0.0029912571866703022 0.00036419209612868596 0.00028989068082737734 0.000422516506571376 -0.00047977588128899268 -8.6015379344897219e-05 0.00025749300098983351 -7.9561063204934805e-06 0.00021108037480633692
leaf_count=29559 198480 3226 2623 676 21222 17664 93 107 3115 107 458 2130 1899 198 53 235 540 276 229 100 58 23 134 1130 1291 239 61493 1214 10567 2792
internal_value=0 -0.0208126 -0.0106844 0.0420651 0.0686973 -0.0514048 0.073844 -0.0192025 -0.0211607 -0.117812 -0.513398 -0.0455732 -0.108156 -0.23124 0.390419 -0.0509998 0.169767 0.52306 -0.0305738 0.339626 0.620893 -0.151587 0.813187 0.228312 0.380996 0.0947906 -0.0614843 -0.0142465 -0.0272961 0.0420217
internal_count=361931 332372 232437 29605 24832 99935 6205 202832 201595 3371 565 2806 4773 2874 251 4821 1438 511 927 387 287 3383 157 1237 1384 21461 93730 32237 31023 13359
shrinkage=0.000980392


Tree=4215
num_leaves=31
num_cat=0
split_feature=184 409 899 488 844 842 830 844 1469 1312 291 1384 278 558 217 14 1185 1452 424 976 951 678 143 1114 1463 625 362 1454 769 1196
split_gain=11.5055 14.3839 15.8097 14.5905 14.8756 17.1479 18.5448 16.6165 16.4641 15.0634 16.4001 19.5217 18.9438 18.9731 16.2797 14.56 16.2541 14.633 14.4189 14.0614 14.0075 14.0525 15.2666 13.7248 13.7593 14.0379 15.6319 14.2248 15.1571 14.0704
threshold=1.384368771371848 0.96281525827728831 2.7286869706391998 -1.6580199342279422 0.61164349310207811 -1.6848789422658503 1.4886306614901088 0.62760408992612138 0.32991972923171631 -0.4112883865746112 -0.30092626973885872 0.72243048181618186 0.95514952193191138 -0.41378707938042286 -0.31076087102218281 2.3646368351782852 -1.0046038792519703 1.7868890000724666 -0.29326273703269051 -0.057944377238525469 3.0194634035002808 2.9016603484412591 1.0171730942826955 2.5478550704504253 5.6853485453425652 -0.047804833665189291 1.5962784072697322 2.4490643226292073 1.0560431585626431 3.5208947931081571
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 3 -3 5 -5 15 -6 -8 -9 11 12 13 -11 -15 16 17 -7 -13 -4 21 23 -23 24 25 27 -27 29 -29 -2
right_child=1 2 19 4 7 6 8 9 -10 10 -12 18 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-4.8580981914797266e-05 0.0023661517184303022 0.023696847137350829 -0.0070137498644295623 0.03237896076658258 0.09514751547791965 -0.0099188725819409612 0.017355153524418385 -0.018514526955075761 -0.036579809286812842 -0.042299640317811048 -0.012963843265849311 0.11252809944171936 0.1246784598309274 0.07132630811394268 -0.012285697418295601 0.027449110986720274 -0.027562915475158781 0.063415167731518576 0.023558496718581352 0.081810098331181219 -0.032761323019492958 0.055542859383460624 -0.047283377297884496 0.018515813227136541 0.046158115590176151 -0.0039001060315704814 -0.024052776623817267 -0.033709237396950455 0.035395400003272674 -0.034376346867124236
leaf_count=327143 11636 227 66 129 27 731 407 576 163 143 346 47 20 64 99 75 2832 41 71 47 204 86 27 637 84 14217 1226 294 45 221
internal_value=0 -0.0518036 -0.175608 -0.197229 -0.225552 -0.306782 -0.33915 0.0231089 0.102637 -0.0256353 0.221628 0.552979 0.182309 -0.00988753 0.566476 -0.417333 -0.450363 -0.0851441 1.41728 0.755451 -0.027673 -0.0221335 0.736723 -0.0267698 -0.0354764 -0.0391711 -0.0990135 0.0214479 -0.45761 0.0368938
internal_count=361931 34788 6111 5998 5771 4378 4249 1393 570 1366 790 444 326 306 163 3679 3604 772 118 113 28677 28473 113 28360 27723 27639 15443 12196 339 11857
shrinkage=0.05


Tree=4216
num_leaves=31
num_cat=0
split_feature=785 885 81 1457 1107 1002 332 464 1065 1461 568 988 21 983 1045 1325 1382 1242 1080 718 507 694 608 790 1148 1386 1390 499 904 583
split_gain=26.7667 18.3672 22.7409 23.1749 21.0781 21.4999 24.2989 33.3823 23.6737 23.0525 22.7492 21.1476 19.9434 19.7531 19.6414 19.4883 20.4247 20.1393 19.3728 18.3001 32.9446 27.0335 25.726 37.0929 25.8416 26.4755 25.7773 28.1333 25.2074 22.7394
threshold=-0.86283290253235112 0.35018306414905159 -1.1720793062237382 4.7787224532167558 -1.3056775892169139 0.69854289147193727 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 5.4281164756817288 -1.1525449550552225 -1.3820670939764912 -3.9164670491403295 -0.30518366188602924 1.0070162970853074 -0.1655977563054756 -1.4119668126558766 -0.86273403807903126 3.9810989087578279 1.0159173274103563 0.65809631222906606 1.2927572326739147 0.66665475971017707 1.8618223311409718 3.073785392405322 0.29810686548368953 -1.0289484995134253 0.32606609528600677 -0.57498500623630144 -0.99544907250003589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 -3 4 13 6 7 -6 11 -7 -10 -8 -2 14 -4 16 -13 -17 19 22 29 -22 24 -24 25 26 28 -28 -14 -21
right_child=1 2 3 -5 5 9 8 -9 10 -11 -12 15 18 -15 -16 17 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=4.7752316238648806e-05 0.0004151955033642435 -0.00020364924248651169 -0.00011095271677173 0.00048685644713865995 -0.00010019702706040345 -7.7044408530157379e-05 -0.00054989746459862003 4.3550655529461234e-05 0.00054578643360249531 0.001145633472520719 -0.00010711481808214074 -0.00042831935286279695 0.00019028666133208067 -0.00037011972012312733 0.00057520209286384099 -6.6056180837544245e-05 3.9676741189850954e-05 0.00014764799169260782 0.00025585463336727456 0.00011141241280074032 0.00027794220833926174 2.5871005363236114e-05 -2.1908956489166399e-05 0.0001976947458328335 0.00019964744070850206 -0.000117475270543136 -2.9967209854787305e-05 -0.00012638890459085568 -3.5720933669337757e-05 -4.8599750483001909e-05
leaf_count=29559 487 3453 1737 395 20972 11848 298 16423 219 56 4341 532 4762 2120 322 2160 15925 16630 949 5019 3031 5170 33601 3932 1744 48450 59317 27032 7267 34180
internal_value=0 -0.0215767 0.0036788 0.00924444 0.00671935 0.01279 0.0268626 -0.0211503 0.0594222 -0.0714275 -0.077117 0.0781414 -0.0339485 -0.17861 -0.0114903 0.0822041 0.0285724 0.127097 -0.0350535 -0.0367161 0.00349223 0.128007 -0.0483443 0.0025305 -0.065 -0.0692057 -0.0459801 -0.0614707 0.0618174 -0.026642
internal_count=361931 332372 97431 93978 93583 89404 77500 37395 40105 11904 4560 35545 234941 4179 2059 35247 16457 18790 234454 233505 47400 8201 186105 37533 148572 146828 98378 86349 12029 39199
shrinkage=0.000980392


Tree=4217
num_leaves=31
num_cat=0
split_feature=785 1309 200 61 1097 1303 1088 1050 1042 1250 146 17 737 1184 846 1398 225 361 21 57 1051 294 1463 1462 77 503 761 1244 427 1036
split_gain=17.8301 15.7207 20.2705 23.9236 21.1764 20.1951 20.1771 19.4687 22.8122 19.5231 19.4394 18.6454 18.5078 18.4739 19.8758 18.4084 18.3232 18.2405 23.9988 20.0252 21.6969 20.5245 18.4918 17.8712 18.3686 17.21 16.9702 16.9114 16.7941 17.5649
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.67281916063428748 3.2658335243644596 -0.95342879297703587 1.7160994611581364 2.7639737144699819 -0.16301548800796747 2.3759882326078352 -0.3599865873131633 3.0783482178314734 -1.123514245795078 3.3459106858417687 0.32136284863636239 1.1504829799273912 0.044858320589037236 -0.44588581070360206 -0.41947166002477487 -0.13431221002227373 1.4243427035504792 3.5926503781727646 0.11261061366423297 0.79943169538106496 0.23315867714148311 1.0929599279503071 -1.0332805289652476 2.4130835502434373 1.1388887479590726 0.83495285649052164 1.9310634926863868
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 7 13 8 12 -10 25 16 -4 23 -15 -12 -7 -6 19 20 21 -19 -21 26 -25 -2 28 -27 29 -3
right_child=1 6 4 -5 17 11 -8 -9 9 -11 15 -13 -14 14 -16 -17 -18 18 -20 22 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=3.874497210654683e-05 5.6117020333778225e-05 -1.6746549729870117e-05 1.3803488349470103e-05 -0.0004774831744596671 3.9573096746084744e-05 0.00068863754018533654 -0.00022914374594368192 -0.00013825041567035621 -0.00044928280219367017 6.1194767999957965e-05 0.0001228842804441835 -0.00036248631977593986 0.0016237844675896212 6.0586023204810881e-05 -9.8398031926331671e-05 0.0011841289319124812 -0.00049585038398116245 4.3562472173528515e-05 -5.5884596203259894e-05 0.00025203412364330007 0.00079221996343408938 -8.9075315850481169e-05 -0.00025230325810311066 9.9142842213250662e-06 0.00020001971936253177 -6.1334969229027731e-05 0.00023631084518914376 -0.00020274969785160507 -0.00013537298303081702 -0.00034856907172786103
leaf_count=29559 7259 30227 20658 1103 38768 213 1821 11647 1602 784 269 2755 38 35522 4606 94 171 18521 41677 2656 158 9753 402 12684 2520 70102 959 6199 8276 928
internal_value=0 -0.0179219 -0.0297177 -0.0637717 -0.0142958 -0.0701587 0.00481162 -0.0527865 -0.00866497 -0.267063 -0.0590737 -0.285227 0.0178149 0.00903523 0.0451947 0.448238 0.260924 -2.66954e-05 -0.0213675 0.0272732 0.00669392 0.00149671 0.193483 -0.016927 0.045576 -0.062294 -0.0418891 -0.0744707 -0.0492169 -0.0255305
internal_count=361931 332372 234829 85026 149803 37868 97543 34729 23082 2386 83923 3139 20696 95722 40128 363 384 111935 73167 31490 28432 28274 3058 55594 15204 83560 40390 76301 39431 31155
shrinkage=0.000980392


Tree=4218
num_leaves=31
num_cat=0
split_feature=785 544 1292 29 518 216 346 568 1367 1247 1434 1316 1118 966 763 1452 1463 1460 845 732 20 623 833 1468 115 152 284 965 1391 498
split_gain=11.845 12.1005 12.5328 14.7205 15.5266 16.8643 15.0984 15.2135 13.5142 14.352 13.1901 16.2035 13.4336 13.0758 13.1141 13.0039 14.7354 15.4092 15.8268 13.7934 16.5158 14.4418 16.4946 12.6756 12.5075 13.9524 12.7348 12.4507 16.4472 12.4158
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.7096105434966007 1.0000000180025095e-35 -0.31953296531580266 1.4911873035499223 1.5582482860104885 1.0000000180025095e-35 2.6909660965666662 2.8669757903678827 0.35268985000578862 0.28615356782995521 2.8118233845991703 1.1665646386147446 -0.056460274903460519 0.34874662877675894 0.22912600144955811 1.080037960941777 1.0000000180025095e-35 -0.92432108368763455 -0.039818425769621107 0.2526058379394413 0.71479030472382699 1.0000000180025095e-35 0.34965606943064498 0.72869363467121595 -1.1493693928560895 0.95719125431265073 -0.55402862471714709
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 6 15 7 13 -1 10 27 -12 -13 14 -4 -6 17 18 19 -17 -21 22 -22 24 25 26 -9 -10 -29 -18
right_child=-2 -3 3 -5 5 -7 -8 23 9 -11 11 12 -14 -15 -16 16 29 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0035911530653672469 -0.00046112492101602759 -0.0017947890995292559 0.01369184020517039 0.019669312775049352 -0.0003109915798233272 0.0061587046944231545 -0.011930562467212247 -0.047289542783238429 0.018251203062728125 -0.03577166774301787 0.0027296209835641939 -0.02303928166208943 -0.10133761260977261 -0.05803414804301818 -0.038349088749323877 -0.05321639864266349 -0.098367570653216899 0.024794053691316948 0.035047241059791102 0.05571708656735052 0.045051606011422558 -0.06065788518154655 -0.053217002993219464 -0.058317508422757396 0.037583615515839566 0.033411248009311396 0.027805353412247075 0.0012991446478487819 0.020136033312524126 -0.030767816347302624
leaf_count=4800 332372 8361 4276 862 1212 2288 375 120 834 111 209 80 47 34 60 169 46 139 65 67 51 85 37 64 67 61 40 4118 670 211
internal_value=0 0.0377855 0.0655991 0.122194 0.0956582 -0.00615666 0.177503 0.21263 0.0139367 0.0842583 0.0988344 -0.340065 -0.973634 0.248687 0.25922 -0.163198 -0.384107 -0.183057 -0.391012 -0.564492 -0.181722 -0.493832 0.116316 -0.230327 -0.0414581 -0.305779 -0.625895 0.123687 0.0786071 -0.854605
internal_count=361931 29559 21198 10329 9467 4370 5097 4722 10869 6069 5958 336 127 4370 4336 2082 870 613 474 409 240 173 88 352 288 221 160 5622 4788 257
shrinkage=0.05


Tree=4219
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 728 869 906 57 1452 1470 1182 704 506 1469 924 56 689 689 508 620 491 150 765 728 423 1252 978 633 234
split_gain=18.2798 15.3626 20.0799 22.6662 20.5423 19.7429 23.3739 23.7062 27.1555 21.0603 35.9131 21.0432 26.4557 20.5914 20.3277 19.1868 19.0942 18.7991 22.1022 24.8636 19.6835 20.8428 20.2957 24.8496 19.6534 19.2473 18.7178 20.8825 19.7195 19.0329
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 1.0000000180025095e-35 0.10039724912444258 1.4243427035504792 0.4926003403048807 0.82151526813113451 -0.58508475642836089 -1.3107275758329808 -0.86624783496930458 1.5966972016828689 1.8999064755685127 4.3527420364106586 0.72022076402865742 -0.4288425582216272 0.93928964529742032 0.88084169889549835 0.82498920141556809 -1.1769467878382101 2.3725116543357561 -0.90320472132347296 1.8383606565487096 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 9 7 -7 16 17 13 12 -12 -11 -15 -8 -9 18 -2 20 21 22 -20 25 -21 -24 27 28 -17 -30
right_child=1 2 3 -5 -6 6 15 8 -10 10 11 -13 -14 14 -16 26 -18 -19 19 24 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=3.9622071753458211e-05 -6.6400126071044501e-05 -4.0764390809222567e-05 0.00023064222570208848 -3.1105977607223288e-06 -6.827854661048913e-05 3.3223699620346778e-06 -7.7650658554808088e-05 -7.2852600376439292e-05 9.3109590471305971e-05 0.00034744301761701133 0.0011391508331747881 0.0006851172267488435 -0.00013557260724852085 3.7870353675784624e-05 -0.00072178931670258606 -0.00032926537590092207 0.0011461250411838439 -0.00010840686979654255 0.00037434742633549027 0.00020726569173760853 -0.00015145409782952571 -0.00013521921414847411 6.1137678082848153e-05 0.00060594823929063552 -0.00062430528003831775 -0.0002734837383738435 0.00082148615584703793 -0.0013192520421135448 -0.00037143507989098585 0.00017778734106203015
leaf_count=29559 12265 9447 5244 5700 1127 103646 79939 57185 5532 932 83 683 401 10655 285 897 44 8709 1248 4632 3354 2521 11753 383 138 1141 171 73 505 3679
internal_value=0 -0.0178205 0.037098 0.0915634 0.177968 -0.0225994 -0.0324859 -0.0173083 -0.0555372 0.0144841 0.0925171 0.454836 0.107023 0.0551137 0.0264701 -0.0687086 -0.072682 -0.00932689 0.0120526 0.0506881 0.0132968 0.0441779 0.0798513 0.0548006 0.188331 0.0369927 0.0769144 0.0477702 0.066208 0.127347
internal_count=361931 332372 21518 12071 6371 310854 251671 166407 62761 59183 13039 1167 484 11872 10940 85264 57229 46144 37435 25170 20400 17046 14525 13277 4770 12894 5325 5154 5081 4184
shrinkage=0.000980392


Tree=4220
num_leaves=31
num_cat=0
split_feature=1431 1230 841 223 765 1048 1469 1464 1313 1073 747 914 286 144 227 1331 75 1457 871 894 1454 1450 1052 445 1174 898 1257 72 147 407
split_gain=11.6898 14.9671 20.1748 17.5304 17.4742 17.2101 17.1237 18.9312 18.0826 22.9779 20.4078 20.077 17.8087 16.9146 16.8879 17.5595 19.3282 16.757 21.3208 20.1782 28.1195 23.1328 22.1445 21.2507 18.9726 18.2397 17.1291 16.6901 16.7648 17.762
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.2890949349207199 1.1644944287726431 1.6701512686802198 1.0931740781913393 1.9035563409722784 -0.014205097036277146 -0.96956152062670775 0.61929970337135198 1.0000000180025095e-35 0.40751859813392083 2.8204136251815775 -0.88989045176610371 -0.99528678251820379 0.58860957145221093 1.8162702097290619 0.68635126017805159 1.0000000180025095e-35 -0.39311499224380125 -0.56304609572500819 -0.3903862718628921 2.2888041938394585 1.2485584575564415 -0.24741056521223984 0.24674685525302545 0.56575422955259569 0.058378837743160099 1.1667705779511561 -0.68422620775809573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 17 14 8 -8 9 10 -1 -11 -10 -14 -5 -16 -17 -3 19 27 -21 22 23 25 -20 26 -22 -19 -29 -30
right_child=-2 4 -4 5 -6 -7 7 -9 12 11 -12 -13 13 -15 15 16 -18 18 24 20 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0049780055170080481 -0.001158879741371515 0.00076833436593345971 -0.0061970706861775131 0.021658568911716358 -0.004360161965793051 0.017002518061611262 -0.013836903485855413 0.0076496017696244152 -0.0011544651186947252 0.0091810227601964965 -0.0077828717604711932 0.044219876698968721 0.023488632755392379 -0.030187344611028025 0.0036148799439004748 -0.014982124090221347 0.03538462373261185 0.0061609433279444783 0.0046865647316994708 0.019593879471509881 0.006082567903850724 0.0092222162062569665 0.067448279092471711 0.023070512447738209 -0.014193191310555129 -0.027477001944299591 -0.016494738506288759 -0.0096455480992880625 -0.016688921129343802 0.045237379734252889
leaf_count=8718 139558 100821 9215 591 7604 1254 3126 723 59341 761 2517 341 117 562 6327 1589 111 2766 1444 2143 928 5955 48 271 1659 482 633 2094 99 133
internal_value=0 0.00513739 -0.0179407 -0.00659374 0.0207243 0.0877909 -0.0188522 -0.183486 -0.0110959 0.0767541 0.0420113 0.41067 -0.0271685 -0.430432 0.0486186 0.019488 -0.217782 0.0272437 0.0874862 0.11724 0.169357 0.114336 -0.0648508 -0.0950964 -0.0983 -0.170412 -0.0626812 0.000778634 -0.13185 0.424653
internal_count=361931 222373 95293 86078 127080 9872 76206 3849 72357 12337 11235 1102 60020 679 8618 8027 1700 119476 18655 15552 10460 8317 2362 2314 3103 2043 1561 5092 2326 232
shrinkage=0.05


Tree=4221
num_leaves=31
num_cat=0
split_feature=50 56 729 882 852 651 1071 1234 1112 1043 986 0 1367 1470 832 784 15 141 1451 8 1311 1328 1193 283 86 247 1386 1037 138 1456
split_gain=11.4131 21.1194 14.5853 16.2936 15.8408 18.1852 32.0777 26.2102 23.3662 21.1217 21.4309 23.918 21.1914 21.0378 19.0048 18.3838 17.8709 17.7132 17.616 18.2109 17.8828 17.5438 17.3737 17.3356 17.1924 17.0128 16.7597 16.4337 16.3419 16.1079
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.75637635299260908 1.0000000180025095e-35 1.0747610123934368 1.1107569744011787 0.69084194168817237 1.0000000180025095e-35 0.78376870372121488 1.5944579756033141 -0.76409311703963501 0.80120159939057756 1.0000000180025095e-35 1.4838090556700341 0.16583337536494822 -0.43785067584756471 -1.9543450781105349 -1.2246007632264917 -0.051019922992007853 -0.53020509307232111 1.2535247193046926 -1.1739855468577753 1.9600208565237791 2.458339650159139 -1.4160518716200532 1.0000000180025095e-35 -0.51459713305090904 0.22837682199839732 2.6196205829558479 1.8465156198288024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 9 7 8 15 10 12 -12 26 28 -15 21 24 -6 -13 -20 -21 -7 23 27 -9 -22 -2 -19 -11 -10
right_child=2 -3 3 -5 17 6 -8 16 29 13 11 18 -14 14 -16 -17 -18 22 19 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029766792436091913 0.0051909947187883457 1.3616354756431487e-05 -0.0036219043540779241 0.0003850824147474235 -0.0075845746063638898 -0.023344194616640189 -0.013634732067436645 0.090671197350287502 -0.0047963362036634238 0.0071738913715169205 -0.0012814728780002609 0.00057049080880349379 0.0072198597674144899 -0.0009615504804794256 -0.038885679540661071 0.002888230415597921 -0.0077981122267685096 0.002763659709719756 0.019421795175570491 0.0021090330357098285 0.039788991466588486 0.020194650089609172 -0.011114087550452754 -0.022232694933612806 0.0048445523045928009 -0.0074558333307677598 -0.0050034002606559316 0.0096865388571314923 0.04438441400330053 -0.052510260992124164
leaf_count=74092 3889 90457 28616 33417 1653 121 2872 33 1518 7181 63414 7706 9737 620 237 3144 5025 8391 1494 3183 274 1407 833 296 96 132 4689 7190 124 90
internal_value=0 -0.0207462 0.00645389 -0.0253347 0.0184852 0.00868628 -0.0644238 -0.0126528 0.0776416 0.0191851 0.0092369 -0.00740522 0.0774299 0.12167 -0.203117 0.153384 -0.134478 0.0769196 0.0790553 0.177603 0.0972974 0.341083 0.0964218 0.111314 0.685614 0.513844 -0.00799239 0.120229 0.157006 -0.147793
internal_count=361931 164549 197382 62033 135349 116986 14306 11434 6280 102680 94518 76203 18315 8162 857 4672 5154 18363 12789 5083 3589 1528 16710 15877 129 406 8578 15581 7305 1608
shrinkage=0.05


Tree=4222
num_leaves=31
num_cat=0
split_feature=1147 1091 1036 59 829 1454 1469 1452 498 65 86 1 828 87 968 907 150 1428 748 70 998 204 1340 1396 663 1424 341 1243 423 1434
split_gain=11.3936 14.7641 15.3295 14.7615 14.16 14.0359 26.121 22.0355 19.7586 18.7922 19.9085 21.7995 19.705 20.2606 26.5359 19.5247 18.5941 18.494 26.8512 18.3385 25.6579 30.1316 19.2674 18.9165 18.0746 17.9069 17.7802 18.548 18.9831 19.8156
threshold=1.0000000180025095e-35 2.690828001094058 1.8537435099442539 2.8274668207868303 0.41210740433829735 -0.2363894608792538 1.6911153983873026 1.2756511722692228 1.82911433652524 0.19158093392914249 -0.98029622259795024 1.8262954497212649 0.52987431107178773 1.3335052228905295 -1.1097921247231564 -0.76985849646723714 -0.86462046433182127 1.0000000180025095e-35 1.3593059060298478 1.2883366104815348 1.4163844920633186 0.62879768974322592 0.84292879627977557 1.0399185364295171 1.4235955587541096 2.9493658727144489 -0.6888464262984979 -0.69654660739994856 1.2024874508848313 1.2225103502844616
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 7 17 8 9 15 11 -11 13 25 19 16 -1 -7 -19 23 21 22 -21 -15 -20 -12 27 28 29 -10
right_child=1 2 4 -5 -6 6 -8 -9 26 10 12 -13 -14 14 -16 -17 -18 18 24 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0054454957847222063 -0.0013451544857184348 -0.027287255832985059 0.05467813920700304 -0.020237868548023469 -0.070961055946010473 0.0019514541890170726 -0.0091137745317156054 -0.010037592548613035 -0.0068697591663364052 0.0047758123654699841 -0.0016816868295369963 -0.018977792408895848 -0.0091586606747780276 -0.00798499117454563 -0.015841614566015731 -0.00088938371220708627 0.0042319583397945693 -0.00020396381237614277 -0.01010481422163003 0.12202262809977114 -0.047592276910724457 -0.017506070471890831 0.31669274533280267 0.082345439846558122 -0.053999580435182083 0.029044580273456473 8.1389856983639288e-05 0.015800819950084397 0.040954843594504443 -0.078635542886172693
leaf_count=3344 69820 538 51 1011 20 96112 3549 4168 425 7096 25894 761 9857 451 3527 71985 18790 34641 2858 45 42 33 23 43 178 250 3954 2332 78 55
internal_value=0 -0.0345937 -0.401856 -0.0307331 0.581667 0.00155482 0.0178928 -0.0144709 -0.0100998 -0.0164489 -0.0592357 0.0555032 -0.0830549 -0.0504273 -0.235036 0.00105742 0.0592504 0.0228088 -0.0211986 0.381971 1.41468 2.22136 3.39038 0.0934359 -0.245985 -0.0263046 0.107593 0.231569 -0.120582 -0.288038
internal_count=361931 71440 609 70831 71 290491 137338 153153 148985 142141 48022 7857 40165 30308 4164 94119 22134 133789 37677 637 143 101 68 494 3036 26144 6844 2890 558 480
shrinkage=0.05


Tree=4223
num_leaves=31
num_cat=0
split_feature=1166 407 526 705 993 284 1358 1255 363 338 1449 830 1454 1449 1454 1463 1451 1467 785 365 986 332 1385 900 958 1380 627 1262 827 498
split_gain=19.9523 28.3818 24.0257 23.8736 22.9277 21.2675 20.8446 22.427 21.4146 20.3165 25.0709 20.1152 19.8474 35.0576 34.0123 30.3467 24.2409 21.6784 19.9008 19.8197 18.7832 19.2326 18.4584 18.2992 18.0865 18.0144 17.9277 17.8143 17.7295 17.9921
threshold=-0.94772631485393388 -1.2965003005540392 2.3757057381457001 1.4125972960924511 -0.89727091510114898 2.2801252649837127 1.0000000180025095e-35 -0.39049558156430791 -0.61158780864960494 -1.2877342338965787 0.16831065019010841 0.54691110536481435 -0.91909735138557946 -0.16476281433214623 -0.9732642227179652 -0.39746168170115509 -0.090383894447727778 -0.046647989323654125 -0.86283290253235112 -1.1035687997389785 -0.4427898707748345 1.0000000180025095e-35 -0.064680409583116452 -0.31785939140245661 1.0000000180025095e-35 0.67032289032094161 -0.21464713946554445 0.51095356103023859 0.86749468550645525 1.6245731242828796
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 12 -5 -2 7 -1 28 11 -11 25 13 14 23 17 -15 -16 -14 -6 -17 -22 -7 -3 -18 26 -10 -25 -8 -30
right_child=1 2 -4 4 19 22 8 -9 9 10 -12 -13 18 16 15 20 24 -19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-0.00015148049649221088 -8.2369762112064358e-05 -0.00026568499855405647 -0.00014317494227107655 0.00034998758996311667 -0.00047270789826402517 0.00051753033554200324 0.00010225202598100796 -4.1047770007959997e-05 4.8273202379663785e-05 -0.00014894223199333372 3.1183996224783632e-05 0.00020326724689019766 6.3762081718680681e-05 -0.00018438793566135744 0.00082529971474757638 0.00050191300505155118 -2.7005603142645704e-05 5.2403219749204937e-05 -8.3474611385924449e-06 8.3536123159956796e-05 0.00024157121127961207 -0.00061893675504597588 -0.00012842209414785241 0.00034881399375483375 0.00080224513961231546 0.00019375852247608105 -0.00022403172188783239 -0.00029158547985133317 -0.00017138455439631839 0.00080848399801825455
leaf_count=19776 34528 764 7769 1480 375 507 13649 31415 4138 16045 7220 3436 20088 2230 763 375 286 240 175901 9821 299 216 355 907 211 2251 3874 312 2576 124
internal_value=0 -0.00301999 0.00532903 0.00894868 0.106062 -0.0721937 -0.0442236 -0.0802936 -0.00681017 -0.0443936 -0.0900892 0.0435732 0.00320846 0.125826 0.260106 0.455723 -0.078405 0.695938 -0.000794485 0.0678328 0.149792 -0.135763 0.267667 0.034665 0.357477 -0.0275151 -0.0939217 0.201746 0.068341 -0.126738
internal_count=361931 257427 222037 214268 11676 35390 104504 51191 53313 36964 23265 13699 202592 6603 3876 1893 2727 1003 195989 10196 890 515 862 1983 497 10263 8012 1219 16349 2700
shrinkage=0.000980392


Tree=4224
num_leaves=31
num_cat=0
split_feature=1166 1358 1255 363 338 1449 407 284 526 705 992 1454 1449 1454 1463 1451 1467 830 547 1385 986 332 1380 629 700 155 503 958 900 759
split_gain=11.111 21.8752 21.2351 20.9555 21.3668 24.3269 20.7513 20.413 19.8389 20.0687 22.6763 19.8769 34.1511 32.256 28.6236 23.501 20.2005 19.4002 18.824 18.6331 18.5851 19.4728 18.0725 18.5342 20.3236 18.3244 19.2955 17.9903 17.8755 17.7576
threshold=-0.94772631485393388 1.0000000180025095e-35 -0.39049558156430791 -0.61158780864960494 -1.2877342338965787 0.16831065019010841 -1.2965003005540392 2.2801252649837127 2.3757057381457001 1.4125972960924511 0.6146227839635201 -0.91909735138557946 -0.16476281433214623 -0.9732642227179652 -0.39746168170115509 -0.090383894447727778 -0.046647989323654125 0.54691110536481435 0.55489234843406188 -0.064680409583116452 -0.4427898707748345 1.0000000180025095e-35 0.67032289032094161 -0.31135555354560407 1.9662314755454624 3.2510089583154524 1.5413460134158465 1.0000000180025095e-35 -0.31785939140245661 -0.022146827041563111
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 17 -6 7 -2 9 11 -11 12 13 28 16 -14 -15 22 -12 -9 -16 -22 23 25 -25 26 -5 -17 -8 -24
right_child=6 3 -4 4 5 -7 8 19 -10 10 18 -13 15 14 20 27 -18 -19 -20 -21 21 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0068850051821268427 -0.0034051972326102722 0.0042749790407801925 -0.0013708609783221323 0.0061543647737783962 -0.0067588999706971898 0.002344332605665606 -0.01299654825101129 0.026997432724346862 -0.0064147732415251318 0.002610584938702443 0.018540031648700606 0.00021210917173969488 -0.0089764306054990854 0.041553129780292929 0.025946088249935259 -0.001301129999470622 0.0033118380588872212 0.011293090683333494 -0.0090274150644008688 -0.0062149425169008418 0.012933253800799752 -0.031387752480781794 0.02155385204124393 -0.012164190814239598 0.02998919116100663 0.090428921263319251 -0.040685550717962815 0.041023131169650055 0.010481456430842287 -0.0045712418827139603
leaf_count=19776 34528 16349 31415 3641 16045 7220 764 507 7769 9251 2010 195989 2230 763 375 286 240 3436 415 355 299 216 1219 3718 223 31 399 211 1219 1032
internal_value=0 -0.0278186 -0.0649706 0.0107605 -0.0266873 -0.07382 0.00309933 -0.0564193 0.0102509 0.0135411 0.102937 0.00826046 0.13149 0.264564 0.455691 -0.0709669 0.689947 0.0641963 0.291471 0.277645 0.15756 -0.127629 -0.00625137 -0.0733233 -0.194952 0.0930476 0.0654338 0.359629 0.0439125 0.220859
internal_count=361931 104504 51191 53313 36964 23265 257427 35390 222037 214268 11676 202592 6603 3876 1893 2727 1003 13699 2425 862 890 515 10263 8012 3941 4071 4040 497 1983 2251
shrinkage=0.05


Tree=4225
num_leaves=31
num_cat=0
split_feature=1430 1298 884 471 848 632 1327 635 580 222 418 282 208 809 355 708 2 566 1446 81 142 846 690 706 836 93 140 334 1463 789
split_gain=11.2839 25.5533 20.6702 17.1721 17.164 17.0264 16.7319 18.864 16.2468 16.5249 17.2282 16.2112 16.0071 15.9615 19.7366 15.9238 20.1784 16.579 15.8695 18.4679 17.5085 15.6428 15.4228 16.4966 15.741 16.8309 15.2951 15.2826 17.0373 15.1726
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66905551989196432 0.35930717134390644 2.0537800658793866 -0.92789801612588763 2.1604143543311061 0.72395506064397641 3.3108964465999331 2.2408542333598711 -0.12966004091325059 2.632896189733144 4.2722213581255781 1.0000000180025095e-35 -1.0279023559721205 0.65358753075264209 1.2347151727764736 2.0449780822036492 1.0000000180025095e-35 -0.42570008800458314 0.52146257060211187 0.38191153563875696 -1.3309826470879342 1.7883148132667117 1.717163239429419 1.1056740219261498 3.0021083230003458 2.3589082062198705 -0.33016457718389008 1.1248358748350926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 15 -5 11 -8 13 10 -10 12 27 -1 -15 16 -4 -18 -16 26 22 -22 -21 24 -24 -26 -20 -3 -29 -2
right_child=29 6 3 5 -6 -7 7 -9 9 -11 -12 -13 -14 14 18 -17 17 -19 19 20 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0054244277582304089 0.00071487384990515405 0.00042315433661799798 0.01271215270617612 -0.049056018986560167 -0.056280480286753844 0.024809581543455552 0.0038474232436341176 0.026070442834649755 -0.004967519207841933 0.10974753440671972 0.024323316984638653 -0.012246212334554201 -0.024665506391017972 -0.01249402045318064 0.0044335506018506809 -0.021681001592540675 -0.060651934930022272 0.032079803340229467 -0.011267424999019402 -0.025275103097249892 -0.0050577070935995221 -0.038543120164789169 0.0092257379516274968 -0.035698934244500914 -0.026450003781990916 0.039050856396957094 0.07622173532121862 -0.026091194558158226 -0.00084586148073109843 -0.0024073079539230539
leaf_count=50595 174487 82610 1083 51 82 623 2399 599 839 28 773 1558 542 2265 8628 344 95 30 3484 244 971 345 3634 164 314 49 30 800 927 23338
internal_value=0 -0.0199875 -0.0605785 0.1427 0.0112126 0.417179 0.00399842 0.173923 -0.0710092 0.206212 0.166011 -0.0019702 0.00221648 -0.0773294 -0.0208267 0.0581453 0.162957 -0.705025 0.00591222 -0.0605398 0.0170428 -0.23683 0.0826102 0.113981 0.139088 -0.310784 -0.209269 0.00427827 -0.22978 0.00700991
internal_count=361931 164106 74671 2308 1634 674 89435 2998 72363 1640 1612 86437 84879 70723 20128 1552 1208 125 17863 9235 5721 1316 4405 4161 3997 363 3514 84337 1727 197825
shrinkage=0.05


Tree=4226
num_leaves=31
num_cat=0
split_feature=785 519 728 962 831 652 1452 1470 588 689 1182 704 1002 1469 728 588 575 506 1128 776 1376 766 1452 752 382 1049 785 1031 650 1049
split_gain=19.8977 16.7418 20.3302 22.9045 26.2973 23.2266 21.5301 35.1202 21.3943 25.7114 20.6853 26.2504 20.5123 20.4913 20.0016 23.3191 20.8772 19.6814 18.6451 18.5518 20.5943 19.104 18.5263 18.5005 18.2288 18.1585 23.6159 18.1097 17.7344 21.1437
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 2.0523937188146193 -0.98896428961744431 0.4926003403048807 0.82151526813113451 2.250834115212506 1.0000000180025095e-35 -0.58508475642836089 -1.3107275758329808 1.0000000180025095e-35 1.6911153983873026 -0.49008176997875957 0.71188872395471614 1.0000000180025095e-35 -0.86624783496930458 0.21925577604014246 2.6594279389030699 0.18805867694879752 0.65728905567517659 1.3895128202463656 -0.45388603942719924 1.0000000180025095e-35 1.511805152420109 0.58460966528228819 1.0710442084254466 1.253152870847948 1.181006381036557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 19 13 27 -10 11 -9 23 17 -3 16 18 -8 -16 21 -21 28 -6 -11 25 -18 -27 -7 -2 -30
right_child=1 14 3 -5 22 8 7 10 9 12 -12 -13 -14 -15 15 -17 24 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=4.2556608260344359e-05 -1.5736882034090781e-05 -0.00010247363614500158 3.2851071942434907e-05 -9.1733302109154138e-05 6.6430787594152466e-05 -3.6286087752583911e-05 0.00035499094056669334 0.0011356074083471645 -7.7341574111492752e-05 -2.3236351284338958e-05 0.00068085626859518762 -0.00013432926670917724 -4.5933272466401663e-05 -0.00072921705337962548 -0.0001488507690948423 0.00021581863743349471 0.00024346283259744445 3.8885658932667265e-05 0.0001064033220479706 2.7312438734658198e-05 0.00066081648243823113 -9.8868742030096808e-05 0.00043291356943074685 0.00031369442433808669 -1.1978779633785302e-05 -0.00028051681651079281 0.00076279429296252014 -0.00011034410691497018 5.6024568174311315e-05 0.00038792393136494841
leaf_count=29559 26378 3824 25581 45029 7167 137504 914 83 3753 1117 683 401 1709 267 4076 3624 3819 10691 1807 589 416 11976 661 2782 3684 581 103 26368 5767 1018
internal_value=0 -0.0173317 -0.022319 -0.0323505 -0.0235519 -0.0291937 0.015308 0.0942004 -0.0396052 0.0598086 0.452594 0.107558 0.151519 0.0572285 0.0400069 0.0695476 0.0297366 0.0678757 -0.0687683 -0.00876388 0.288538 -0.0159474 0.101816 0.236502 0.0986286 0.189469 -0.120585 -0.0466582 0.0105828 0.113619
internal_count=361931 332372 310854 251671 206642 198814 59183 13039 173233 9361 1167 484 5608 11872 21518 17694 14070 11605 5883 46144 1005 45139 7828 3899 8187 4503 684 163872 33163 6785
shrinkage=0.000980392


Tree=4227
num_leaves=31
num_cat=0
split_feature=785 705 971 64 1184 79 830 219 1189 563 1368 912 1041 667 86 1397 741 77 422 16 650 1316 1391 1040 421 497 911 970 84 1457
split_gain=11.2354 11.8902 13.242 15.4706 13.8801 14.5777 13.1273 23.598 14.403 12.1764 12.1005 12.2289 12.6332 12.0297 12.4817 11.8151 13.853 14.1577 20.6382 17.8017 13.1949 19.4565 15.2182 15.2176 12.6253 12.1749 13.1322 13.1247 12.3546 12.0641
threshold=-0.86283290253235112 -0.0050352993931598944 -0.69531282290665342 3.1684913338167013 0.98113467338610627 0.50440294919951212 -0.068244411136386102 -0.45364037647848404 -0.86568898325819688 1.4135235173689418 -0.67627449422571728 0.34645314636920366 0.84359766928644253 2.8959165655566772 -0.31093960708977114 0.14681687945811953 1.9896146111191899 1.2699072106981351 2.3249880148596573 -0.40990295628084877 1.253152870847948 -0.17318969780511814 -0.28126547446134559 0.10652793371360429 -1.1232274913937552 0.63131289874476126 1.5736141594089346 -0.79683866720681473 0.089750435930315522 0.63151525041848589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 13 6 -6 8 -8 9 -3 11 12 -10 15 -15 24 17 18 20 -20 29 22 -22 -24 25 27 -27 -4 -29 -17
right_child=-2 2 3 -5 5 -7 7 -9 10 -11 -12 -13 -14 14 -16 16 -18 -19 19 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0011233347837997201 -0.00041133182762569977 0.025831337803554538 0.0069721037096490343 -0.023492706008623437 0.028758104230978677 -0.01944646717383652 0.0032077752955010697 -0.027666653111960222 -0.030039992166277469 -0.04557432285011398 0.0010108556419520557 -0.080111955558263351 0.044818843476140117 0.0082571843314948584 -0.072081795069926194 0.0044241062341959601 -0.031844655041006073 0.028951585950919824 0.010705347919924942 -0.1036802838413446 0.017396157648423682 0.034966076734896212 5.6500816379510967e-05 -0.083558078053333137 0.004064938591351464 0.028943537019873157 -0.058639438903685497 -0.014129605022495537 -0.064946076118130899 0.021501940641871799
leaf_count=10316 332372 331 111 230 279 107 520 746 152 31 761 52 30 44 57 3720 109 522 30 40 220 525 74 53 9458 139 37 120 127 618
internal_value=0 0.0375939 0.0711801 0.0970333 -0.064309 0.321354 -0.123722 -0.287953 0.0285581 0.395374 -0.115608 -0.571267 -0.307074 0.10563 -0.679589 0.110529 0.190036 0.204389 0.171449 -1.0458 0.187527 0.434234 0.0251562 -0.643159 0.0627121 -0.287307 0.259817 -0.514708 -0.804959 0.136138
internal_count=361931 29559 19243 16234 3009 386 2623 1266 1357 362 995 234 182 16004 101 15903 5911 5802 5280 70 5210 872 347 127 9992 534 176 358 247 4338
shrinkage=0.05


Tree=4228
num_leaves=31
num_cat=0
split_feature=545 959 785 1370 947 115 968 652 566 560 710 831 495 1325 1220 450 885 43 702 218 710 1467 426 87 156 476 353 635 1431 641
split_gain=21.6091 22.9963 22.3364 22.2287 22.1367 22.0265 20.7156 20.6573 27.1101 21.7864 20.9351 19.43 18.9085 19.5745 18.8851 18.7636 21.2326 19.5089 21.1484 20.5394 27.1233 20.2714 19.7935 18.7494 18.6413 18.6211 18.3455 18.2659 18.2115 21.9519
threshold=-1.0372938969678034 -1.2907225086880219 -0.86283290253235112 0.70223084764880606 1.641280574724302 1.0000000180025095e-35 -1.6136041405756469 -0.55024281929118113 2.1710320005650359 1.6983197621915436 2.4790415170315945 0.38693770652804665 0.52784173437513504 -0.41019973645865238 1.495477173205306 2.2203088264540187 1.0000000180025095e-35 2.2744972866152193 1.0214568569933706 1.8059693969379349 2.639808918100857 -0.082378346103261349 1.3859305527149424 1.8245558178054027 -0.11392756115267626 -0.39677154503368783 3.0900063795199553 2.0610481147698709 1.0000000180025095e-35 3.4775075420067885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 6 -2 -5 9 15 10 11 12 13 -4 26 17 -17 18 19 28 -21 -19 -23 25 -14 -12 -7 -13 29 -9
right_child=1 2 7 4 -6 14 -8 8 -10 -11 23 27 24 -15 -16 16 -18 21 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.78805711682611e-05 3.4358072264936336e-05 6.5131851860262692e-05 -4.2180312040115676e-05 0.00013313291371449981 0.00024792515797480275 -0.00014130558521850095 -0.00023783834036150857 9.0537333762332053e-06 0.00012148855720078096 -0.00012654819760043564 -0.00022150091160735882 8.0473838073189433e-05 -3.57380221459473e-06 7.5833695436379751e-05 0.00049016463749948275 -9.3384156827823906e-05 0.00014190920056181917 -0.00033835046148068733 -8.6023464541084554e-05 -0.0002118193250637689 0.00091480445661735099 7.2117448173137356e-05 -0.0010145519254033803 -0.00057201669977586438 -0.00016125765630377426 0.00037683083733052217 0.0013866402510505761 -0.0010958347833564951 -5.7297435233063284e-05 0.00034030786055876903
leaf_count=94059 14748 24714 11289 1190 572 10952 9712 55303 5325 4045 320 22210 9558 17866 342 2645 5033 3306 26943 3793 96 1904 153 137 5982 1568 34 62 27067 1003
internal_value=0 -0.003889 0.00351379 -0.0646895 -0.165913 -0.02509 -0.199809 -0.00428027 -0.0216168 0.0251214 0.0345201 0.0276161 1.63055e-05 0.0335142 -0.116979 -0.0289235 0.0712738 -0.0366378 -0.0314295 -0.0142462 -0.181471 -0.20282 0.00516185 0.248532 -0.0632373 0.299425 -0.136393 0.0789047 -0.00691135 0.0151187
internal_count=361931 267872 230322 37550 11474 26076 10902 205608 132571 73037 68992 66967 44695 29155 11328 127246 7678 119568 114205 87262 3889 5363 2057 2025 15540 1888 10986 22272 83373 56306
shrinkage=0.000980392


Tree=4229
num_leaves=31
num_cat=0
split_feature=1459 1459 1449 1449 1449 1464 1454 1467 1462 1459 1467 1450 1449 1463 323 1463 1470 1463 1459 1469 21 71 1470 21 1457 1118 211 912 1456 1458
split_gain=11.0004 22.9535 22.631 32.4089 29.4102 31.0858 26.3725 25.9444 29.0765 24.6151 23.6229 23.4839 31.6107 27.38 32.9109 28.3726 26.0426 24.7317 30.7122 24.4787 24.2057 26.9497 23.22 30.0118 22.7141 22.158 21.5247 24.0994 21.0324 20.8472
threshold=0.46383055849355342 0.45348792378140712 -0.32183734465273589 -0.28903415273037497 -0.41360575089286639 -0.34821093172591422 -0.80169152520006459 0.052368138980887803 0.33429654125592945 0.64892431932778283 -0.096942217446212481 -0.27666379910490574 -0.046399403249050987 0.14997226284293133 1.0000000180025095e-35 0.39531438624466758 0.45488835002924377 0.18276296990023388 1.0600172940573851 1.1246062181607004 -1.0798509198017876 -1.1833474492895732 1.0000000180025095e-35 1.0003342417131433 0.041329821661130785 -1.1384591171249718 -0.50711126274173024 -1.0038017442931269 3.742879312526544 0.24391125146464598
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 29 9 25 -7 -9 -6 -4 12 13 14 20 -15 26 18 22 -20 -8 -22 23 28 -17 -5 -13 -28 -14 -2
right_child=2 -3 3 6 5 7 11 8 -10 -11 -12 16 17 15 -16 24 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00052574723235869296 0.0045843997253735003 -0.051413921536873422 -0.041954972830896935 0.034855069819120246 -0.019990620359962116 -0.0070268746603887643 -0.030253618170142844 0.049612720834747444 0.0045145277980198498 0.037050460050916056 -0.0076924676554487705 0.0031277581246816097 0.010988708830298753 0.035368497148357013 -0.006069476530454903 0.021281431233579576 -0.018006355722048391 -0.0069530432602937751 -0.0012583128940660928 -0.072577965408556364 -0.036260251179365537 0.030571422593466669 -0.0018370861062332157 0.058028880650230444 -0.012823603192553471 -0.022425608800998264 -0.01488691151436481 -0.0018085419279409147 0.052152350139779917 -0.0023754490803775817
leaf_count=287247 17434 157 535 128 112 1102 168 230 531 710 884 9501 2153 831 1852 638 1295 3908 4016 68 123 879 1206 180 469 1294 2636 13162 132 8350
internal_value=0 -0.0109678 0.0206159 -0.0110716 0.0710454 0.294182 -0.00113351 0.112494 0.413723 0.615143 -0.386026 0.00781746 0.075604 0.229768 0.0819856 0.427747 -0.0341238 0.0106596 0.0850195 -0.0467587 0.383986 0.497482 0.24204 0.365021 0.174066 -0.348877 -0.0184689 -0.0730299 0.284749 0.0469274
internal_count=361931 287404 74527 46058 28469 2685 44639 1863 761 822 1419 43217 16623 4960 3022 1938 26594 11663 7755 4084 1170 1002 3671 2465 1107 1422 25299 15798 2285 25784
shrinkage=0.05


Tree=4230
num_leaves=31
num_cat=0
split_feature=1464 1454 1452 1466 1464 1466 1368 1459 1457 1457 1464 1461 1464 776 1455 1452 560 106 903 1162 415 658 530 1451 269 1360 829 1468 358 764
split_gain=10.9721 19.3084 19.3671 30.3611 28.4423 26.8463 25.5743 23.1694 17.7308 27.6677 17.4453 26.6151 22.4571 20.5343 17.7209 20.7497 17.0023 16.8153 17.2715 16.6127 17.2244 16.3417 17.194 15.8959 15.7883 15.7287 17.7604 18.3432 15.5249 15.9584
threshold=1.5993600128483978 1.0000000180025095e-35 0.52142301186363793 1.4251016753579637 1.8829436135215958 0.08475042636293445 1.0000000180025095e-35 0.37882653492821733 -0.40593421939817159 -0.29043123479038785 3.0828956632570601 2.0281427056297527 3.4035411096402597 -1.4188903491611822 0.019324323726861894 0.70902136653063086 -1.4162754416227357 1.5231831222158887 -0.49036450982442764 -0.55589114818425467 1.3192825062257516 -0.76600303368020251 1.0000000180025095e-35 0.73539989607580092 -0.67312717757827156 1.1324559382631265 -0.19587812725681406 3.6004644055904023 0.83858664192857402 0.47885124009651092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 21 -7 23 10 -10 11 25 -12 -13 -14 -16 -17 18 -11 -6 -21 -4 28 -2 -8 26 -3 -28 29 -23
right_child=1 8 5 -5 19 6 24 -9 9 17 12 13 14 -15 15 16 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00036643874578250494 0.019695170791446125 0.010578007784398127 0.022507483999130343 -0.046107367728180658 -0.027749442084430101 -0.00064925411080704815 -0.014045118288414489 -0.02617151872821288 -0.036175960987310442 -0.0031948978322135085 -0.025816492267346669 0.082349647552853178 0.017431670097958523 -0.015549874493691759 -0.033922323898935597 0.072437787769974421 -0.00070374143126999316 -0.011919530348901189 0.007331740437964568 -0.01081993276060543 0.030112463073057424 0.043931073537627742 -0.045084657277073559 -0.021688274260987628 0.040249398086383725 -0.0041560546547483295 0.02698875882607471 -0.063343536138268694 -0.06071802679941999 -0.032668447983878399
leaf_count=339227 936 2188 118 393 926 659 90 264 297 3193 395 21 624 618 287 41 304 952 5314 1667 251 83 253 188 413 558 1544 33 46 48
internal_value=0 0.0445676 -0.07385 -0.167431 -0.110825 0.123779 0.317774 0.15338 0.0818552 0.0201618 0.168275 0.232735 -0.0270975 -0.216775 0.106475 -0.164607 0.152438 0.0393348 0.0713419 -0.273666 -0.129286 -0.28745 -0.492847 0.28918 0.655929 0.28958 0.335221 0.509568 0.00560368 0.340319
internal_count=361931 22704 6335 4625 4232 1710 1162 1388 16369 9756 6613 4962 1651 639 1256 632 345 9459 8507 2844 1918 548 430 1124 503 4323 3765 1577 177 131
shrinkage=0.05


Tree=4231
num_leaves=31
num_cat=0
split_feature=1357 954 1450 1039 701 1465 1406 974 147 501 280 359 213 1043 1120 153 1245 1113 403 24 908 423 706 354 1449 1115 796 1011 1428 1316
split_gain=10.9022 15.4477 16.1679 15.5821 15.2916 17.0695 18.9999 18.495 24.2658 22.3753 18.4844 17.7984 18.0091 17.1173 18.707 16.0164 18.3564 17.8569 16.7168 17.605 20.1367 18.1477 19.6087 16.6724 17.9527 16.3354 15.9576 17.1988 15.7302 16.296
threshold=1.3962008022525787 2.2664990475867119 0.27262452905359075 0.48826270869581118 1.4237778269750139 -0.52213209242895031 -0.37994684889855357 -1.0507064812829501 0.06118707192936873 -0.026257082589364256 3.0995298589136162 0.25092103090845547 1.5075478604318089 1.9774315201884745 0.6834117099478102 -0.092591199622853809 -1.3235800210215816 1.2551760144010353 1.378570782590457 0.68378458509241102 0.30038843238032575 1.9532280743460555 1.753769387631247 0.98501125655734356 -0.24052749074957577 0.15219069175989197 0.38087715954262297 -0.44652962571832033 1.0000000180025095e-35 0.52932114850716194
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 15 -8 10 -10 28 12 -11 -7 -15 18 17 23 19 20 21 22 26 24 -17 -23 -2 -28 29 -9
right_child=1 2 -4 -5 -6 13 7 8 9 11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=7.5125442944005344e-06 -0.019938672876818789 -0.014519121156412291 0.054324355902231058 0.043930799845460763 -0.012661032262959388 -0.0050448759921096226 -0.019012287774942602 0.0069072511536250776 -0.022355416457299465 -0.021728556171223837 0.090326482143576775 0.030924276041701254 0.064496279627373185 0.019604650160960899 -0.026611388195807169 0.083811644992614787 0.012266120525014074 0.14570804962782502 0.048269815854081376 0.022963232104631044 -0.029425483392578972 0.004215802421121905 0.05008178908175346 -0.060455535878632019 0.0061801229233984338 0.11431890578584372 -0.03467486350468451 0.04489276408204821 -0.00949190883410524 0.03557984406426655
leaf_count=327843 721 187 92 94 2553 19806 1545 1484 1231 525 43 303 53 681 157 85 1804 35 123 324 554 53 85 44 85 38 76 121 792 394
internal_value=0 -0.04911 0.399281 0.0882343 -0.0561952 -0.0399815 0.0496463 -0.0532953 0.0176665 -0.216656 0.17577 0.151272 -0.223561 -0.0830417 0.237837 0.178238 0.330175 0.98098 0.0130513 -0.0443602 -0.165585 0.0392745 -0.0652621 0.740061 0.990957 1.14802 -0.193712 0.41563 0.146788 0.268389
internal_count=361931 34088 373 281 33715 31162 10518 6370 4825 2112 2713 881 578 20644 838 4148 2053 249 2095 1972 1648 1094 1003 214 170 91 918 197 2670 1878
shrinkage=0.05


Tree=4232
num_leaves=31
num_cat=0
split_feature=181 1169 795 677 637 1223 1044 1367 1365 821 727 1014 424 1037 772 771 973 1124 864 426 1247 723 353 753 763 1468 223 835 773 350
split_gain=19.8808 20.3018 21.0258 26.387 27.1854 22.0166 29.4815 22.9696 25.5307 22.4135 19.8057 19.3832 20.5913 18.9177 18.4363 18.292 17.863 17.8202 17.6924 17.7098 17.5989 17.2854 17.0575 17.0029 16.9021 25.243 17.0093 16.7527 16.4825 16.4754
threshold=1.0000000180025095e-35 1.0643747975631468 -0.29258408639884992 0.66908448271462528 -0.13898157243223117 1.0000000180025095e-35 0.52549855904937026 1.0000000180025095e-35 3.6885994790703491 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.1670789121100607 -0.012934059010481825 1.1572304208143003 0.094535075829831561 1.1439011757448638 -0.96217659374717401 -0.83718411225912115 -1.4833241199310387 -0.38783768709875249 2.9753056931511859 3.0900063795199553 1.4855173375900519 0.32722738969737336 2.3634222294985348 2.4618436913715289 2.8379655914903021 1.2165920045587371 1.2085849685116128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 7 9 11 20 17 27 12 -1 -12 16 -15 21 -7 19 23 -9 -14 -21 -3 -20 26 28 -5 -26 -30
right_child=-2 18 -4 4 -6 6 -8 8 -10 -11 13 -13 14 15 -16 -17 -18 -19 24 22 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00050519771188309835 -5.0646132899102302e-05 0.0010435089162328757 -1.593460628417325e-05 -9.5064992959797878e-05 0.00017070019266098008 0.0002056716912560915 -6.2918242310168522e-05 -6.954806410296845e-05 -0.00074158644716462014 0.00011340667152352914 0.00020748985986121027 3.9050471245963035e-05 -7.2458700482548935e-05 -0.00019897622305976504 -0.00052640158227604001 0.00017257233630380662 -0.00036620183352519594 -3.5522899318001846e-05 1.3844645626002152e-06 -0.00015883205690031391 7.4702978784069491e-05 0.0015234511263557326 0.0013848444819088237 -0.0011567817998661754 -0.00013118474998321617 0.00039577636364655566 -0.00075149498516602538 0.0010598575586222808 0.00036106979906160182 -0.0011608120166879314
leaf_count=974 75166 121 119246 4854 10042 1696 10549 6641 201 20035 3209 5363 12345 1320 651 1127 1721 11607 34276 12258 12519 27 33 60 14146 594 379 51 661 59
internal_value=0 -0.00500291 0.00401036 0.0275258 0.0953612 0.00847994 0.0413654 -0.0335042 0.0197794 0.0726032 0.0182599 -0.0950502 -0.139265 0.1046 -0.116894 -0.0400429 -0.0978957 -0.00281436 -0.0470366 -0.142176 0.028541 -0.0685752 -0.155188 0.697941 -0.0273822 -0.102238 -0.125142 -0.0831358 -0.112417 0.264632
internal_count=361931 286765 224178 104932 20603 84329 43887 40442 19361 33338 10561 21081 15718 5656 14744 2447 14093 13303 62587 12472 19160 12372 12291 181 50115 15839 15245 4905 14866 720
shrinkage=0.000980392


Tree=4233
num_leaves=31
num_cat=0
split_feature=1458 21 1465 1465 1452 675 62 1122 1105 169 61 483 1174 222 1315 156 1356 1031 628 1325 1454 1449 1463 1467 1454 1455 1466 1457 1451 1287
split_gain=10.8288 18.182 16.7691 40.4133 21.3738 17.7318 16.0494 18.1704 18.0919 24.6549 21.0699 22.2505 18.2783 17.913 17.8907 17.5136 17.093 16.9269 19.057 19.8051 17.4815 29.4129 38.8309 32.9358 26.8972 23.0749 23.7806 20.3475 20.2885 29.0954
threshold=1.8460070869938618 -3.2545899522946695 -0.32159838348241315 -0.17812979263601394 1.6018939448921981 1.0000000180025095e-35 -1.2811150420666217 -0.72613544992164558 1.1208819781254968 1.8957240223122926 1.0000000180025095e-35 -0.71767486743843734 1.6262730686038172 -2.1252986129436988 0.28165383373631375 -0.76390848464540617 1.1703909184639636 1.6568736917453439 -0.26084329388197713 -0.54653526638009509 -0.91909735138557946 -0.16476281433214623 0.093599294775546141 -0.1070229053531187 -0.95790485680940063 -0.1866315278610888 -0.24079247722810021 -0.4999563363028709 -0.24866297318789465 -0.49798711729611411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6 7 -3 10 16 11 12 -9 15 -12 -8 -10 20 19 -19 21 22 23 24 -15 26 28 -28 29 -23
right_child=2 6 3 -5 5 -7 13 8 9 -11 14 -13 -14 17 -16 -17 -18 18 -20 -21 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.019834485445194866 0.0094409838006653986 0.001646328001724792 -0.03456845219707768 0.001066442305103177 0.0078746666842311932 -0.018976078119487066 -0.025341602991470116 -0.006643549472409172 0.0072017425547942979 -0.015001632278636086 -0.0048894229309503108 -0.00031282064060913811 -0.032595946484747007 0.015116801288074529 -0.013923423783449072 -0.001447389936612504 -0.012804197384232925 0.0064272050743276231 -0.0066372571003483543 -0.0035703847062987883 0.00018297606124205765 -0.031532841523980823 -0.01068993075862908 0.0018124297169082625 0.039709693387396112 0.014440600637768594 0.021504446393178927 -0.036018319676321041 0.017422642579913009 0.0042122935586273707
leaf_count=583 5524 15928 451 9360 573 676 998 7457 7589 1476 11021 23553 615 1660 6767 1297 729 6016 15800 8721 228585 638 974 1443 728 733 95 620 520 801
internal_value=0 -0.0066891 0.0510668 -0.00840008 0.133274 -0.133979 -0.00743368 -0.0418767 -0.0638517 0.0454102 -0.0832319 -0.0447135 -0.165185 0.000277825 -0.158611 -0.238822 0.100859 0.00179527 -0.0605115 0.0053736 0.00733275 0.112961 0.227093 0.324264 0.478238 -0.0572387 -0.166949 -0.548178 -0.0317789 -0.188398
internal_count=361931 345347 16584 9811 6773 1249 344764 75135 59207 9794 49413 31625 8072 269629 17788 2295 8318 267334 30537 14737 236797 8212 4805 3831 2388 3407 2674 715 1959 1439
shrinkage=0.05


Tree=4234
num_leaves=31
num_cat=0
split_feature=470 464 574 816 1469 483 359 1042 1469 422 836 972 1398 633 1100 1176 1190 1190 1464 1464 1451 294 1454 941 1450 1221 699 1254 358 1423
split_gain=10.7785 19.0986 14.8975 17.2539 24.2011 28.3428 21.5965 21.1156 20.0238 19.7878 22.1381 19.3706 17.5079 17.2328 16.5673 16.3766 16.0163 16.2659 15.8222 21.3891 27.9766 20.0147 19.2032 18.1285 24.6561 17.485 16.2705 16.3896 16.2525 16.0423
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.6251511886302028 2.2619250002047715 -1.1847055095685743 -0.72881385063906134 1.7178805328191251 -0.21249961474155257 0.59743795322761184 0.93240841457110901 -0.26705344210236465 -0.75893756669346601 0.37174149963513275 1.2664306546957336 1.0486018294583193 -0.50175566207664724 0.79785829414236831 2.3499558860036021 -0.13737360038314356 -0.16600975687015471 -0.17514941140794424 1.9938835252753238 1.3030628896944136 3.0707296396180284 1.2306461441871532 1.9111042213368361 1.680987594737916 -0.95732665353786206 0.61484592049841058 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 6 14 -6 -4 11 -9 10 -8 -7 -10 16 -5 -13 -12 -18 19 23 22 -22 26 29 -25 -20 27 -21 -27 -2
right_child=2 -3 3 4 5 7 9 8 12 -11 13 15 -14 -15 -16 -17 17 -19 25 20 21 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.0026937569180366869 -0.00029688484721602609 9.1391916643683463e-05 0.0021410492228259477 0.023580416782904116 -0.034481223302860971 0.018661423367154057 0.017531935916828858 0.019592818835243279 -0.031185952167094369 0.024916990699155837 -0.011015417050424491 0.0078445109515187985 0.038022602671352476 0.024003833737387174 -0.073176659224298765 -0.024411513923502208 0.027021716856178941 -0.062257882071529873 0.0015790417147884062 -0.037197350854574061 -0.037503944965217147 0.0384963870995206 -0.042576125732279577 0.020326535618867523 -0.040872756381851713 -0.0021735307430017408 -0.057325214871872004 0.0094770520115354841 -0.020070082008457859 -0.0043739292432844138
leaf_count=80814 69480 89765 25518 345 403 168 1207 535 192 826 1196 200 45 249 22 841 225 33 64712 147 703 45 149 751 80 2822 71 917 989 18481
internal_value=0 -0.0189373 0.00744297 0.0499548 -0.103941 -0.181085 0.0665356 -0.0826334 0.180272 0.215729 0.132094 -0.251975 -0.329052 -0.0247136 0.373078 -0.359378 -0.115477 0.363754 -0.00187127 -0.0221057 -0.257752 -0.638669 -0.062796 -0.0168158 0.289754 0.0234659 0.034909 0.0970224 -0.133775 -0.0203394
internal_count=361931 170579 191352 32005 2751 2384 29254 1981 772 3736 2910 1209 237 1703 367 1041 1454 258 159347 90824 2032 748 1284 88792 831 68523 1135 1064 3811 87961
shrinkage=0.05


Tree=4235
num_leaves=31
num_cat=0
split_feature=785 771 1351 775 766 974 1108 773 1450 1235 769 10 1315 590 1392 1322 212 890 777 6 296 1305 1452 1381 621 760 1110 357 1175 839
split_gain=10.8198 11.7009 16.6611 13.176 14.9177 14.7716 14.2695 18.5527 18.5494 18.3115 23.9136 16.6334 14.4278 14.143 15.9494 14.4203 16.9247 14.0625 14.3532 17.3215 16.3424 15.5984 16.628 16.085 16.7255 15.2964 16.9923 17.6906 14.9824 14.6101
threshold=-0.86283290253235112 1.4820751525130569 0.50562681004378673 1.0131076790642832 0.096449024695047139 1.5518542737599568 -0.78624391975224461 0.71903259762049743 1.0705616865759604 1.1753929839372763 -0.88970093837207898 -1.1256239436376776 -0.85604198387676267 0.58895901036483078 0.45835161930407359 0.20704960151538829 -1.0744338601041792 -1.3230736206490437 -0.018289047533147397 -0.10800185840641388 1.028190350109268 0.18024564502418411 0.22281241686935668 1.3463305771187402 -0.56705032434158487 -0.29181573942654832 0.33377258315428526 -0.42865290091650882 0.83896559235688495 -0.13014078267610071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 7 8 9 11 12 -3 -11 15 -15 -13 -17 -8 29 20 21 22 23 24 -20 26 27 -21 -24 -19
right_child=1 2 -4 4 5 -7 17 -9 -10 10 -12 13 -14 14 -16 16 -18 18 19 25 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018802111936183131 -0.00026110082774504683 -0.047380273802605267 -0.026196503467780304 -0.023354753847025077 -0.00074949294532619627 0.090090658224278114 -0.029304703724213694 -0.024427541840291757 -0.026422763642995895 -0.0078238212422580139 -0.054862533698336047 0.051938021785606636 0.11496838490352912 0.024702469354972233 -0.063124179071650757 0.08401096772030546 -0.0032150012888051403 -0.014839639949743695 -0.044596398071966942 -0.041104979135803479 -0.032107566006418627 0.078273106146680899 -0.038540670218562369 0.11413166808284705 0.036345483113074215 -0.026345106081004793 -0.052521394359670161 0.070946143702654715 0.059243897273425529 0.0010815496434360822
leaf_count=29559 324504 59 616 935 260 20 452 194 125 26 103 372 20 80 45 34 170 1612 47 32 85 72 114 24 234 308 44 69 23 1693
internal_value=0 -0.00739084 -0.100334 -0.0706182 -0.308072 0.169207 -0.0257561 0.196397 0.316113 0.430152 -0.345201 0.569336 0.886133 0.645558 -0.0473361 0.794573 0.270722 -0.0874995 -0.0528533 0.190714 0.438722 0.574768 0.415264 0.678988 0.519063 -0.189716 0.436425 0.887076 -0.326311 -0.130272
internal_count=361931 332372 7868 7252 1215 280 6037 1228 1034 909 149 760 46 701 125 576 204 4809 4357 1052 599 514 442 305 281 453 145 101 137 3305
shrinkage=0.05


Tree=4236
num_leaves=31
num_cat=0
split_feature=785 519 728 962 831 507 652 588 689 588 575 689 430 1002 816 872 726 1452 590 51 752 18 695 1462 900 590 723 911 382 12
split_gain=23.9471 21.357 25.6057 27.5364 27.3653 24.9963 24.6209 24.4342 27.4702 23.0434 22.1575 21.2941 21.1444 20.7074 20.7062 23.2275 20.4519 19.2751 19.1618 19.166 19.0343 18.9559 18.6594 18.8157 18.442 21.7396 18.1285 19.5789 17.9702 18.3738
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 2.0523937188146193 0.65809631222906606 -0.98896428961744431 2.250834115212506 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.1511195098725142 -1.2369097968503453 1.0000000180025095e-35 0.98567350059335823 3.0757328524286596 -2.5456679507321813 1.3895128202463656 0.58895901036483078 1.0000000180025095e-35 -0.45388603942719924 0.22551069680440386 -0.33888244088082226 0.10265607763050343 1.8636825236010697 -0.67541201360492764 -1.0570063487222232 0.77693903076620996 1.0000000180025095e-35 1.3623855686193187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 22 24 14 -9 10 -3 12 21 20 15 -8 -14 -6 -18 -20 -10 -7 23 -2 25 -4 -11 -28 29 -12
right_child=1 9 3 -5 17 11 7 8 13 26 28 -13 16 -15 -16 -17 18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.4528592297960384e-05 -1.5840112655851434e-06 -8.0186500889062616e-05 0.00016157439371237606 -0.00010273849065153682 6.3475638626190407e-05 -1.9652222724152551e-05 -6.8620598864725961e-05 -8.0133594235420039e-05 -2.1926495875149505e-05 -0.00014485841618255355 0.00011596882158709659 -0.00013910513170161033 -0.00053255953701771951 -4.2198807952967874e-05 -1.0456264670883017e-06 0.00021760022406323542 0.00023445535971407483 0.00043689069554371588 0.00011003863585393635 -0.00051517601239864678 0.00031960327269226656 -0.00082227439063947173 5.8759425803024714e-05 -0.00011762510480807826 0.00024153796640312246 -1.6549229585270364e-05 0.00031507538026056799 -3.4362435707525181e-05 -2.3180800572675201e-05 0.00053384575799857636
leaf_count=29559 24100 7439 3987 45029 7167 810 131844 3753 1117 678 4662 1511 186 1709 30753 1275 6741 661 728 345 2782 210 14057 10495 1731 19863 2835 885 4520 499
internal_value=0 -0.021101 -0.0267219 -0.0379493 -0.0283018 0.0154614 -0.034043 -0.0447394 0.0613982 0.0435549 0.00745112 0.11005 0.14774 0.156147 -0.052256 -0.0663985 0.18175 0.0994353 0.197755 -0.0706982 0.241444 -0.170968 -0.00779114 -0.0379931 0.030416 0.0136128 0.179347 0.235487 0.0743202 0.160742
internal_count=361931 332372 310854 251671 206642 59183 198814 173233 9361 21518 17120 10531 9020 5608 163872 133119 8000 7828 7814 1073 3899 1020 48652 34595 25581 23850 4398 3720 9681 5161
shrinkage=0.000980392


Tree=4237
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 645 507 588 575 657 924 833 1470 712 565 996 857 791 933 655 1467 896 923 843 809 797 809 139 689 430
split_gain=23.1573 19.393 25.3269 26.8461 52.7333 24.1633 22.8965 22.0168 22.2651 21.4223 23.6461 21.6029 21.3476 21.2507 26.2162 27.1258 20.7914 25.4664 27.8697 26.3955 24.1255 22.5249 24.9674 24.4691 22.4998 20.9278 20.4956 19.9632 19.7695 21.0022
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 1.1155635910225459 0.66777575187080795 0.65809631222906606 0.71188872395471614 1.0000000180025095e-35 -0.80522708219444705 1.8999064755685127 -0.98246098241750812 -1.3072861918153278 1.0000000180025095e-35 0.4810433618479425 1.0565563832172893 1.0000000180025095e-35 1.0000000180025095e-35 2.2214874143667376 1.0000000180025095e-35 -0.43593248692067116 0.13351389361957308 -0.86449023226567734 0.7330343146252446 1.0000000180025095e-35 0.63961785378869596 1.6518864604429058 -0.78351295353290562 1.1511195098725142 -1.2369097968503453
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 9 13 -6 -2 8 -3 -4 16 -12 -13 -5 -15 -16 17 21 19 -19 -20 22 23 -11 -21 26 -23 -25 29 -8
right_child=1 7 3 4 5 -7 28 -9 -10 10 11 12 -14 14 15 -17 -18 18 20 24 -22 25 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=4.4389541781773177e-05 -5.7317664460187545e-06 -8.1672352992519248e-05 -0.00010601043917550447 -0.00012153902379960401 0.00011277694371430304 0.00040347756827879356 -0.0001708980970900483 0.00017091650542536003 7.1799644563891297e-05 -3.8872877039714307e-05 0.00034381526835183942 0.00047341066883170406 5.8890588918779295e-06 -4.0197745159654001e-05 0.00019567781059757659 -0.0002942654600873675 -7.9926521715654571e-05 9.6833570257647092e-05 0.00051356388731958573 -0.00015177849903755784 7.7069519015754247e-05 -3.3574107469143598e-05 -2.7656588260442668e-05 0.00088894927422994224 1.7753728121194849e-05 -0.00018833201778188139 -0.00021079084081379677 0.00024781276485441622 -0.00013350592810350962 0.00017372614452673357
leaf_count=29559 48652 7439 36221 10159 4947 1749 1020 4398 9681 1434 1376 420 12193 12412 4624 563 67759 10966 859 8013 1443 25448 26991 215 9702 9070 3707 1400 1511 8000
internal_value=0 -0.0201911 -0.0255521 -0.0367243 0.0226167 0.19308 0.0164369 0.0414502 0.00616475 -0.0473334 -0.0375932 0.0543389 0.0259468 -0.025215 0.0173928 0.14464 -0.0458425 -0.0254782 0.0301443 0.00808048 0.252941 -0.0506117 -0.00485624 0.179719 -0.0483404 -0.0898472 -0.0595472 0.351176 0.106997 0.143282
internal_count=361931 332372 310854 251671 34454 6696 59183 21518 17120 217217 180996 13989 12613 27758 17599 5187 167007 99248 30983 28681 2302 68265 30040 3049 17715 38225 29155 1615 10531 9020
shrinkage=0.000980392


Tree=4238
num_leaves=31
num_cat=0
split_feature=181 49 628 560 1040 745 145 69 975 1193 841 776 1190 1430 578 146 415 346 1380 518 140 675 214 639 225 1129 420 1317 978 1385
split_gain=10.8178 13.3084 16.0835 18.5061 16.0915 15.6821 17.0562 15.3638 17.4038 15.0285 15.1744 14.4977 16.4526 14.5158 14.9959 15.5955 14.6987 20.3337 17.8757 17.8491 16.1562 15.6754 14.562 14.3387 14.3297 17.8625 15.6606 23.4563 20.3589 18.8823
threshold=1.0000000180025095e-35 1.1349154245379338 1.9173962400625897 0.13229780397119859 -0.47214873373668836 1.0191313245711819 0.5824035722025257 1.937973578762666 -0.67606143829055088 0.16934994925071201 2.7424568425788576 -0.26574140089847365 1.7478490615746749 2.3858586375782362 1.1070026357714988 0.86891977366061857 -0.53077536685744708 -1.0775646731358781 -0.0093046931500973696 1.0794040238867422 1.0233978145400038 1.3006397995630099 -0.77463332623179881 1.6246041486430609 0.26609151668189185 0.45296063817154147 -0.65350006846473463 1.3138195508232788 1.5090948789459018 -0.20997033521278291
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 11 7 9 -9 10 -7 13 24 14 16 -16 19 20 21 -3 -18 -19 -23 -14 26 -26 -13 28 -28 -30
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 -12 12 23 -15 15 -17 17 18 -20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00039837998043101489 -0.0016137873072551729 -0.0047118129565575147 -0.021793639428632716 -0.02742058538362474 0.0080252643131508827 0.0028528240018642075 -0.019801560363007901 -0.057627896527190386 0.055081100268585551 -0.019527383334738149 -0.056498982218463903 -0.0066132675600867278 -0.02326426621665743 -0.019606419880383821 -0.021240651178807416 0.017261217520437942 0.042982423196640418 0.008743450197050957 -0.0011193210554745778 0.023292786056799186 -0.028049436703921043 -0.0268438940580117 0.046260827230350528 0.026959436214707023 -0.013827830393506661 0.0062562019526581072 -0.0011036014880247914 0.022750454087472026 0.045445069647622433 0.0014923972319294955
leaf_count=250367 75166 3287 601 867 928 1793 1566 26 95 851 85 3882 1100 372 851 196 305 4119 3129 340 58 45 226 119 3306 881 6094 772 236 268
internal_value=0 0.00237455 -0.0424371 -0.258751 -0.0620357 -0.0298179 -0.170624 -0.0613677 0.715602 -0.103758 0.0147084 -0.00981267 -0.0598376 0.0496396 0.0643913 -0.244377 0.0869232 0.145185 0.117032 -0.0386635 0.671511 0.215464 0.721197 -0.368057 -0.0396731 -0.175859 0.0026753 0.0639088 0.0179052 0.454481
internal_count=361931 286765 36398 2396 1529 34002 4416 2850 121 2729 1878 29586 16658 12928 12556 1047 11509 7882 7519 3627 363 4390 271 1219 15439 4187 11252 7370 6598 504
shrinkage=0.05


Tree=4239
num_leaves=31
num_cat=0
split_feature=1450 123 1459 1456 1456 1449 1467 1459 1456 1459 1463 1454 1467 1464 682 1215 829 1457 1460 1468 1463 1450 1449 1451 1464 1464 1454 1465 1464 1467
split_gain=10.8575 21.6679 21.2335 22.8431 26.2775 24.9902 21.9505 30.1812 33.1946 28.1945 27.5581 26.9159 23.4154 22.5399 21.806 21.4816 21.2239 20.8518 20.7293 47.8287 29.6375 46.385 42.5201 41.2486 29.8114 33.9585 28.0092 34.3444 30.2642 29.6662
threshold=-0.33386868244407664 2.8501099055791257 1.814812024170287 0.54917403837024492 0.48268798061829216 -0.046399403249050987 2.4195634170659761 1.2659885913983882 3.5267996248326976 1.1875571719422735 0.22129606780172761 -0.71584950188157126 0.61262860064760394 0.16676341185298507 1.3140755578960717 1.434854200670713 -0.21511817572501377 1.5723103033889971 0.058427274985338513 1.5815342945870006 0.093599294775546141 0.20285747808121529 1.2399523804183812 0.68572455544445909 0.38951608599244769 0.48374170966174707 -0.82542789839051101 1.0667287811587738 -0.41753453153697401 -0.46555852133708692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 16 7 8 9 -1 12 -9 -10 -13 -15 -11 -4 -8 20 -20 -2 23 24 26 -23 -26 28 29 -22 -28
right_child=18 -3 3 -5 -6 -7 17 11 10 15 -12 13 -14 14 -16 -17 -18 -19 19 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0012049974011446426 -0.0014744723795104134 -0.01061616537100964 0.0058207876881247369 -0.012229923243514806 0.084826883600056135 -0.00082602367641246798 0.0044681622090089615 -0.050161084860983932 0.030726487968365496 0.023224114357246514 -0.0025205637067252599 -0.00080187442119262695 -0.01292099588454966 -0.013781883332019226 -0.054753654397441266 -0.040868673352517121 0.02725417838999511 0.032378167929086439 0.0037165163862402555 -0.0096878441712015505 -0.031588974425746798 -0.00045424989568791261 0.0082592140017981649 -0.005905221237018623 -0.039843809171102758 -0.0072904993448942136 0.017683083481249747 -0.0030002959509911175 0.0069495245787454807 0.0069437705315422427
leaf_count=146965 101968 3134 1142 811 51 1850 1593 276 885 804 862 2123 186 1688 243 72 1094 356 41338 4051 618 17631 5084 3202 613 6315 6091 2452 727 7706
internal_value=0 -0.0178589 -0.013951 0.128685 0.189509 0.169354 -0.019277 -0.0226232 -0.016721 -0.0212382 0.268235 -0.215013 0.483146 -0.171849 -0.364715 0.366862 0.326837 0.224184 0.00835693 0.0513922 -0.00523934 0.0401571 -0.0185392 0.124461 -0.0604185 -0.18946 0.168657 0.192958 -0.185484 0.237536
internal_count=361931 164135 161001 4948 4137 4086 156053 154104 149774 147841 1933 4330 1071 4054 1931 876 2236 1949 197796 45389 152407 50439 29643 20796 24559 6928 17594 16249 1345 13797
shrinkage=0.05


Tree=4240
num_leaves=31
num_cat=0
split_feature=545 939 1449 138 966 1126 6 1457 761 1240 1262 771 1469 900 848 417 1057 85 284 636 1434 990 846 779 887 522 1041 146 1178 1111
split_gain=10.6892 14.6736 20.9921 19.3817 19.5596 21.7909 17.6127 17.6858 17.2541 17.0859 17.0296 16.9992 17.3779 20.3819 17.0626 17.9198 16.4467 16.1598 19.8209 15.2497 14.9229 14.8955 22.8962 17.2313 25.156 16.8899 20.8309 16.5378 14.8832 15.6727
threshold=-1.0372938969678034 1.4307804817950061 0.21823915298615523 1.8037909328924133 -0.44921375360377852 1.0000000180025095e-35 0.61053921388684229 0.041329821661130785 0.92897775440548946 0.82498411159110285 1.3544779672092659 0.062783586660879034 0.61317431934501754 0.86081252238149997 0.51065924060696377 -1.215638178525227 1.0000000180025095e-35 0.7033173444441988 -0.068569842017150232 -0.41340067068369973 1.0000000180025095e-35 1.0000000180025095e-35 0.92759726108368712 1.3326526017868505 0.77264864957267976 -0.71745339412579689 1.7186231756973791 -0.31778495709521143 -1.5155493166995315 1.3000075940542775
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 17 -5 8 9 -8 -6 19 11 12 -4 14 15 -14 -11 20 21 -7 -1 22 -19 -24 27 26 -23 -25 -20 -30
right_child=-2 2 10 4 5 6 7 -9 -10 16 -12 -13 13 -15 -16 -17 -18 18 28 -21 -22 25 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.002452385677573045 0.00017320628304433937 -0.00075547070941166293 0.016685089362056958 -0.0049283406116884289 -0.0015247215288106057 -0.01105072839979152 0.074609214627350623 0.0038010569442206836 0.029129326244771211 0.098417368865651195 -0.022638379413109172 -0.0074506273508079604 -0.04895303973351231 -0.0066269148423482322 0.15643230732730984 0.075650129893686538 -0.029828729301989168 -0.025043697989524456 0.025297400858197656 0.026962883226366072 0.0030713379451831578 0.016447798482825963 -0.0039473717987049189 0.082665944829401164 0.21230194226243082 -0.01126194299519369 -0.065830011404669264 -0.059379881142604979 -0.00037282206976042061 -0.018887282158107858
leaf_count=56889 267872 5735 1638 1918 1704 352 153 81 334 48 243 385 31 58 30 102 21 2861 287 386 9887 670 492 44 33 3480 68 42 5019 1068
internal_value=0 -0.0283723 0.076765 -0.0388481 0.118799 0.241612 0.535272 1.08478 0.0831153 0.339967 0.266038 0.326095 0.424372 1.05971 1.51347 1.12635 1.37582 -0.0489958 -0.13417 0.203737 -0.0323279 -0.239787 -0.394932 0.19194 1.32154 -0.134217 0.208658 0.531814 -0.0334331 -0.0623718
internal_count=361931 94059 8222 85837 4997 3079 1041 234 2038 807 2487 2244 1859 221 163 133 69 80840 14064 738 66776 7690 3472 611 119 4218 738 86 6374 6087
shrinkage=0.05


Tree=4241
num_leaves=31
num_cat=0
split_feature=1430 1298 560 70 1223 1373 277 139 997 1191 669 1386 1188 1466 154 288 353 803 770 1091 1108 828 354 1209 869 620 1193 128 971 1179
split_gain=10.7792 18.8514 19.2575 19.2231 17.5344 24.5089 20.3324 17.4429 17.3948 17.177 22.0078 21.2096 17.8012 21.5077 17.1426 16.9983 19.0375 17.3925 18.261 19.312 19.7334 17.6883 21.2394 21.3672 18.4098 17.7224 24.2775 17.2734 17.003 16.8486
threshold=0.54622893720785959 1.0000000180025095e-35 0.55979126331825657 -0.83640915350225553 1.0000000180025095e-35 0.25202004360908004 1.8249754976967989 0.52534161657649303 1.2208093854130835 0.5099920227348671 1.0000000180025095e-35 -1.1084962089031156 0.13800661723760402 4.2156336175810223 -1.2568013203608688 -0.26704414188828945 -1.198225391045652 0.85523949479533445 -1.1116977698324584 1.6904607120771862 2.0246044328147321 0.79286710332781751 1.4174898420279773 -0.32660117190177901 3.4674822483956094 -0.43590413231259101 1.8276849003280791 2.8224158231388636 0.50834279321153875 0.85522966655403465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 -1 8 -4 -6 10 12 -11 13 -7 -5 -3 -17 21 -19 20 -20 22 25 -24 -23 27 -27 -18 -25 -16
right_child=-2 15 3 14 6 9 -8 -9 -10 11 -12 -13 -14 -15 29 16 17 18 19 -21 -22 24 23 28 -26 26 -28 -29 -30 -31
leaf_value=-0.0088996400693354041 0.00092930249548440081 -0.0010481247038477627 -0.0026761667981542712 -0.010908958371134536 -0.001191055481138899 0.0015356735896914868 -0.012808252691156563 -0.021943165313623642 0.0065010249282648411 0.0241820245493229 0.0041785314593107969 -0.0120722289854624 -0.0063148414520742798 -0.058911481037050697 0.0045852671530312158 -0.0074520104798272624 0.0042604401339947518 -0.0097200281561910032 0.0092689446055503263 -0.0064627435091823828 -0.016357385621257624 -0.0026785886082766001 -0.00026863365765120081 0.024512924268256808 -0.076393113631517684 -0.0012481996880907538 0.013190542838945172 -0.051920718646312619 -0.00063768820395680216 -0.0044626725724531569
leaf_count=23455 85047 75696 3647 1684 27495 9242 2227 979 5146 311 8569 5349 14463 88 18287 3870 16954 1033 9217 1121 401 11363 1415 1366 49 27555 1642 94 431 3735
internal_value=0 -0.0108234 -0.0356101 0.0188805 -0.0546552 -0.0864044 -0.0144913 -0.125971 -0.000632852 -0.0515599 -0.0303774 -0.197321 -0.0701394 0.017892 0.0464938 0.00537502 0.0281044 0.0351554 0.110926 0.134748 0.166159 0.0194957 0.0380542 0.216214 -0.0589654 0.025919 -0.00912817 0.0808988 0.370136 0.0625397
internal_count=361931 276884 124677 28332 96345 61477 34868 4626 32641 38022 32362 5660 23793 9330 23706 152207 76511 72641 11772 10739 9618 60869 49457 3212 11412 46245 29197 17048 1797 22022
shrinkage=0.05


Tree=4242
num_leaves=31
num_cat=0
split_feature=728 659 744 679 609 1450 43 1364 1116 1449 1052 411 566 966 1457 1394 1258 1246 1119 15 767 776 1313 695 1452 979 552 287 1035 769
split_gain=10.6577 14.3454 13.742 15.2839 18.9434 14.831 14.2997 15.0662 16.4875 15.7335 16.393 14.3448 14.1085 15.8116 17.4547 13.7038 16.5215 17.9667 16.0502 18.3425 16.1724 15.6401 16.194 15.5027 15.7893 15.3142 15.1079 20.2527 16.5681 15.1028
threshold=1.0000000180025095e-35 0.62821384419828064 1.3025484894158337 1.3590407435377796 -0.93177752141597858 0.15319084326732887 2.2744972866152193 1.2961404104704866 -0.92191098908823255 -0.4886477565438177 2.2888041938394585 0.63178908498744746 -1.1592311974341765 1.5687271763611228 0.2415512435629267 -0.91929114180289628 -0.27802159125708265 1.9516735866435488 2.1165053218669327 0.3430180696562854 2.4206703726142518 -0.86235128146682472 -1.2126414138903319 -0.43226275781015683 -0.54821669753984092 2.5207325446259232 3.3057299501607855 -1.2456565084136366 -0.4578069982611222 0.551756271054332
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 6 4 -4 -5 -2 9 11 10 -8 -9 13 14 -11 16 17 23 20 -20 26 -22 -23 24 -1 -25 28 -28 -18 -27
right_child=2 -3 3 5 -6 -7 7 8 -10 12 -12 -13 -14 -15 -16 -17 18 -19 19 -21 21 22 -24 25 -26 29 27 -29 -30 -31
leaf_value=-0.012024745015269215 -0.0015405262116353696 -0.0017627167264833426 -0.0092528921154644995 0.0050669897656109211 0.0032492234302103937 0.025173658398976256 -0.0035768472958941952 0.090207504444137721 -0.0038938215597879538 -0.036338789487816686 0.12096819255833986 -0.035556655172415047 -0.028418724470601349 0.12691994750904667 0.045917622333826749 0.00099185409431846051 -0.011417702258227863 -0.010964978247653922 0.033794317872728866 -0.01990348922029709 0.042450432927405524 0.07257026761156421 -0.029256424200629422 0.0047066743699407491 0.0012326716626768794 0.020495811694169704 -0.068508655528121951 0.047951238123912901 -0.0030453434635572857 0.10803282105142108
leaf_count=1919 93858 41024 2294 1782 6389 614 1277 67 347 231 26 38 2033 23 111 176151 6202 2079 266 124 174 22 117 9420 5077 100 32 105 9993 36
internal_value=0 0.00471495 -0.0248588 0.0500051 0.00542503 0.210751 -0.0360589 -0.227176 0.321058 -0.2993 -0.0176442 1.25401 -0.46519 0.180019 -0.0494432 0.0122689 -0.0330438 0.0175616 -0.0901297 0.360736 -0.103376 0.41227 -0.190217 0.0425826 -0.0458466 0.106519 -0.115389 0.60377 -0.123623 0.883479
internal_count=361931 252841 109090 11079 8683 2396 98011 4153 452 3701 1303 105 2398 365 342 211817 35666 18631 17035 390 16645 313 139 16552 6996 9556 16332 137 16195 136
shrinkage=0.05


Tree=4243
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 1002 209 350 306 641 139 468 1362 1109 494 832 796 772 1315 1466 983 672 1117 1224 1180 982 1183 570
split_gain=24.9545 19.2488 20.7462 18.6563 20.0758 18.2498 41.2974 17.7746 20.0857 17.2161 21.0097 20.4145 17.961 18.1738 17.0892 17.0557 17.002 17.2663 16.9801 17.0909 18.3113 17.5178 19.0266 18.972 16.9319 16.8507 17.1878 16.7293 18.0418 16.7038
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 0.69854289147193727 0.23696906566319156 -0.57303265440660456 1.0000000180025095e-35 -0.16610018842257618 0.3449423063268105 2.1467708086619246 1.0087403405179345 -1.3649002260363143 0.9338414958155935 -1.1659372259537972 0.38087715954262297 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 -1.2591097148690287 1.9980862990756834 -0.98536440085365629 0.51333401215625141 -1.3559834075917185 -0.4998781572545779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 9 27 6 18 16 -9 10 -4 -12 13 -11 -2 -13 -6 -18 25 20 -20 -21 23 -23 -8 -3 -27 28 -5 -7
right_child=1 5 3 4 7 29 24 8 -10 12 11 15 -14 -15 -16 -17 17 -19 19 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.5627155151235225e-05 -1.3126330520609454e-05 -0.00018191240958077427 -0.00015212661631195496 -0.001427810133207016 0.00027133910281149239 -1.5381350009275781e-05 -0.00068420513433684255 -0.00039694932997777 0.00020498990598671754 8.5302794530645748e-05 0.0001733513660079896 0.00058725267476516455 -6.6666549772392218e-05 -0.00029743405867294043 -7.8425480044713814e-05 -0.0002061930142704542 -0.0018541666471942571 -6.2592326100992685e-06 0.00023622364209298382 -0.00033259734341340325 0.0012440614151263442 0.00083890286303779367 -0.00062442738229716993 -0.00081597923231656929 0.00041909854378920921 0.0029469259992884523 0.00035850980178785932 -0.00063687966439764023 5.0547539580858932e-05 -8.7257822889915681e-05
leaf_count=29559 161270 3226 6553 45 4514 32237 93 480 482 17291 2409 139 5982 592 29021 1585 27 798 381 540 130 229 100 58 1291 23 134 265 984 61493
internal_value=0 -0.0213433 -0.0109311 0.0329439 0.12842 -0.0527912 0.0717835 0.17737 -0.0880634 0.0103882 -0.0678148 0.0519439 0.0418035 0.0745229 -0.021638 -0.141057 0.225812 -0.0596199 -0.0523653 0.166986 0.519762 -0.0328843 0.336664 0.615324 0.3774 -0.152377 0.803108 -0.119316 -0.00381969 -0.0628101
internal_count=361931 332372 232437 42146 7595 99935 6205 6301 962 34551 10686 4133 23865 17883 190291 1724 5339 825 4821 1438 511 927 387 287 1384 3383 157 1294 1029 93730
shrinkage=0.000980392


Tree=4244
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 564 515 921 728 651 513 583 485 713 581 911 902 290 776 768 799 694 1193 413 258 376 701 564 1247 647
split_gain=29.0112 19.3072 24.7576 23.7485 51.7763 26.3438 24.2165 21.4387 42.1587 36.6006 33.9639 46.8092 31.1843 31.1026 30.4383 33.1713 27.7169 32.6145 25.2103 23.7834 23.7462 23.7165 23.3216 23.1568 22.0399 21.6256 20.7783 20.1783 19.5574 19.4652
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.0525743831388839 -1.3163276726681863 1.1107569744011787 1.0454229551509682 -0.55326332990463356 0.32122098048435449 1.0000000180025095e-35 1.0000000180025095e-35 0.77693903076620996 -0.204299180748722 1.514851825702467 2.5659293755304176 1.0947458759337851 1.0000000180025095e-35 1.3786224691954045 3.7217432733790368 1.0000000180025095e-35 1.1203171907964993 -0.5514799173923951 -1.2451390148436692 2.1518408528082529 -0.76114766347539387 -0.87782724458594241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 5 -5 6 -2 8 9 12 16 -12 20 -9 15 26 -10 24 23 22 -3 -14 25 -15 -18 -19 -13 -4 -8 -17
right_child=1 2 27 4 -6 -7 28 13 10 -11 11 14 21 18 -16 29 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.121801229022889e-05 -6.3974359200306036e-05 0.00012539025846691038 -8.9040347414712871e-05 0.00030170500973973781 -3.2173577418858826e-05 -0.00016452617064717631 -0.00010089317189298499 -0.00012307619485976749 -9.3057208583647289e-05 -0.00016993126733577909 -9.9991342509512206e-05 -0.00038149044861045272 0.00030643280624851693 1.3871608183123429e-05 1.9069525994279457e-05 0.00066528365678945531 -1.5990305596304746e-05 -0.00019520593592531541 -0.00068823468384377449 0.00052191664988223254 -8.5132898055761548e-05 9.7775696785427565e-05 0.0020956724135859505 0.00016629696590047131 -0.00019876278097515865 0.00018658090967089936 0.00029180065549324659 0.00020083358937706132 5.1321381205451583e-05 -0.00010369846407383043
leaf_count=29559 86094 5082 22622 2736 10940 11199 7152 3563 44386 2539 7410 228 4290 7921 10065 134 43161 900 260 672 5455 5855 23 11776 4798 2259 5821 1102 22158 1771
internal_value=0 -0.0209883 -0.00668713 -0.0439887 0.0490723 -0.0553287 -0.0436538 0.00330041 -0.00766372 0.0784203 -0.0259145 0.0427477 0.109393 0.0652045 0.102246 0.197685 -0.0482564 -0.0126976 0.0995137 0.173087 0.0217832 0.194554 0.096045 0.107322 -0.0312152 0.0798996 0.274562 -0.0751771 0.0180376 -0.0434505
internal_count=361931 332372 192093 140279 13676 126603 115404 168369 144849 23221 121628 25429 20682 23520 18019 7954 96199 51813 19957 3854 10537 10145 3182 19697 47959 3159 6049 23724 29310 1905
shrinkage=0.000980392


Tree=4245
num_leaves=31
num_cat=0
split_feature=519 728 1218 375 933 588 421 974 1383 1272 1256 153 347 694 693 1052 1041 845 974 211 777 320 481 1331 830 213 272 382 1394 85
split_gain=10.7313 21.1544 21.0955 17.3781 17.3372 15.9983 15.8944 16.4335 15.6475 15.1792 15.1437 15.0463 15.0228 14.8673 14.7467 14.2928 17.0558 15.4364 16.4671 18.066 15.5936 14.7557 14.284 15.2955 15.1642 15.0643 16.0782 14.2894 14.2004 14.6784
threshold=2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0591309280498242 0.68806224955729689 0.71188872395471614 2.1183736064836522 0.82747486360634759 -0.084789444030907671 1.0000000180025095e-35 -1.1037689449980592 -0.31614138237476314 0.044979310446405504 -0.88509740273478132 1.0000000180025095e-35 -0.08680602437171786 0.75765766419251124 0.23063013386249223 0.18117227610402561 -0.27009223105490338 -0.43800839785574258 0.88160724310766836 3.8263825547995163 -0.023499371554715005 0.11402389004915475 -0.88651825340948587 0.77932881043046476 1.0000000180025095e-35 -0.16860819412619707 0.68707151996970561
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 4 12 5 10 7 -7 -9 -10 -3 -5 -4 -11 -13 17 -17 18 19 20 -2 -18 23 24 -6 -26 -27 -25 -29 -30
right_child=1 2 3 11 22 6 -8 8 9 13 -12 14 -14 -15 -16 16 21 -19 -20 -21 -22 -23 -24 27 25 26 -28 28 29 -31
leaf_value=-0.00034689878544965453 -0.00057926833289262262 -0.01413869295835171 0.011572215110115535 0.0022550467620462574 -0.020612751150107383 0.017471698403232639 -0.042412498915034597 0.013902882032927555 -0.00053758694436477209 0.0078435119177664228 0.0024589419920649338 0.010068479181408324 -0.0010072680443193383 -0.088796696725429711 0.043336622882446385 -0.0026297625071508186 0.014692180856687604 0.0032463182074514208 -0.030640799013790351 0.0062153713619221007 -0.038130340671725473 0.077203659702826499 -0.040224118438002693 0.01586294072315007 -0.041960450321760691 0.00033925430231406808 0.058258788890797324 0.014598268524003331 -0.03725880962924874 0.031497838783736319
leaf_count=338398 230 874 2587 302 916 1758 70 193 103 30 8204 236 1849 68 405 1380 248 700 623 515 315 41 137 604 93 572 57 168 216 39
internal_value=0 0.0413063 0.0703644 0.183119 0.0254936 0.0641983 0.228191 0.259239 -0.134921 -0.575094 0.0230612 0.444929 0.127196 -1.22061 0.625066 -0.104234 0.0539561 -0.212767 -0.325354 -0.162292 -0.443507 0.526494 -0.124687 -0.0903072 -0.220384 0.0028972 0.112248 0.111819 -0.193528 -0.512782
internal_count=361931 23533 19481 5379 14102 11300 2222 2152 394 201 9078 943 4436 98 641 4052 1669 2383 1683 1060 545 289 2802 2665 1638 722 629 1027 423 255
shrinkage=0.05


Tree=4246
num_leaves=31
num_cat=0
split_feature=785 519 728 869 660 507 21 852 588 126 906 1450 1162 575 689 590 120 924 138 1223 56 774 507 622 1122 1226 1252 978 633 234
split_gain=22.0646 17.6767 25.0613 24.5929 25 24.3005 21.6824 20.9733 19.968 19.6421 26.5537 20.1199 20.2132 19.4759 19.4581 20.1613 20.4022 19.3658 19.3333 19.2516 19.2619 20.5018 19.0166 19.5195 21.74 19.1852 18.6534 20.8294 19.6973 19.0804
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 0.65809631222906606 -1.6471741456694959 1.0000000180025095e-35 0.71188872395471614 0.70880289725806289 -0.12598777323505009 -0.48019420566728716 3.334899416639062 1.0000000180025095e-35 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.8999064755685127 -0.44390300095582519 1.0000000180025095e-35 0.58160213896575708 1.1102823399586421 -1.0861700333034265 -0.14181268212133855 -0.54441195138604292 2.7860623538189473 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 7 -2 -6 -4 13 10 -8 12 -11 -3 15 -7 -17 -5 -13 -20 21 -21 23 24 -9 -24 27 28 -19 -30
right_child=1 8 3 17 6 14 9 22 -10 11 -12 18 -14 -15 -16 16 -18 26 19 20 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=4.6390685306748484e-05 -2.8728144011997281e-06 -7.3687336495319091e-05 -1.4508367685819023e-05 -7.9016962549409742e-05 0.00022210704283944378 0.00018521069479637223 -1.9487431865545724e-05 -2.3933038833020095e-05 0.00016579534308663464 -5.5506150568998438e-05 -9.9383031554336232e-05 -7.2573802928977901e-05 -0.0012381764476359696 7.0088033197484093e-05 -0.00012571222493539604 5.2293163158627026e-05 -0.00058456051732467412 -0.00032973500614205881 1.3050553587872119e-05 0.00019520533106848743 0.000432343911612315 -0.00015438373484064468 7.1991729061655064e-05 -9.2382611117053403e-05 0.00058494838479111896 -0.00044771047005743203 0.00081992987347472826 -0.0013188972745620535 -0.00037290797694221437 0.00017725443683677328
leaf_count=29559 48652 7439 24706 79939 2028 7821 50345 408 4398 10265 44747 4044 123 9681 1511 849 350 897 6509 3886 964 947 15516 556 974 389 171 73 505 3679
internal_value=0 -0.0166418 -0.0217676 -0.0329026 -0.0173286 0.0200521 -0.0351207 0.0295897 0.0423098 -0.0389367 -0.0561235 0.0144629 -0.0651742 0.00865788 0.113486 0.149519 -0.113698 -0.0700563 0.0629451 0.106521 0.190572 0.131044 0.0869717 0.298234 0.428812 0.0619083 0.0762913 0.0471933 0.0656073 0.126731
internal_count=361931 332372 310854 251671 166407 59183 123858 42549 21518 121830 95092 26738 10388 17120 10531 9020 1199 85264 16350 12306 5797 4833 17843 1938 1382 15905 5325 5154 5081 4184
shrinkage=0.000980392


Tree=4247
num_leaves=31
num_cat=0
split_feature=785 519 728 869 660 507 21 852 126 906 1450 1162 588 575 138 1391 590 689 924 507 843 1226 1252 978 633 234 430 726 813 484
split_gain=20.1708 16.108 22.218 24.8656 24.0971 22.4009 21.7723 20.4596 19.7342 25.8212 20.1734 20.1473 19.3993 20.6735 19.3169 19.1681 19.005 19.974 18.9483 18.933 19.5173 19.2281 18.8342 20.8002 19.5265 19.0823 18.7756 21.0849 18.5342 20.9589
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 0.65809631222906606 -1.6471741456694959 1.0000000180025095e-35 0.70880289725806289 -0.12598777323505009 -0.48019420566728716 3.334899416639062 0.71188872395471614 1.0000000180025095e-35 -0.44390300095582519 -0.18566530592440553 0.58895901036483078 0.86385367930994306 1.8999064755685127 -1.0861700333034265 1.6033849367151125 2.7860623538189473 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 -1.2369097968503453 -2.5456679507321813 3.0233829522501328 -0.80856081684158221
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 7 -2 -6 -4 9 28 11 -10 13 -3 -12 -16 17 26 -5 20 -9 -21 23 24 -20 -26 -7 -28 -8 -30
right_child=1 12 3 18 6 16 8 19 10 -11 14 -13 -14 -15 15 -17 -18 -19 22 21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=4.3688809072890172e-05 -4.1350122823408974e-06 -7.826686793879981e-05 -1.3856556057090231e-05 -7.8244160782911363e-05 0.00022390966576268882 -0.0001287775903638724 -2.4393862291229131e-05 0.00013752707969298412 -5.4256520289668577e-05 -9.7565524268661855e-05 -7.1078964345374225e-05 -0.0012369412178047589 0.00016151910029163719 6.9845873306880471e-05 -6.3938205958664215e-06 0.00017266737256761114 -0.00012906338653728537 -9.3958007623869401e-05 -0.00032917112898319409 7.1472442539231778e-05 0.00061139674627672677 -0.00044873989040657196 0.00082168634828397509 -0.0013185856623722338 -0.00037419448479920247 0.00017586824197145053 -0.00060654355423157911 0.00023418765610303693 -0.00076138243152332262 0.00046320036055379969
leaf_count=29559 48652 7439 24706 79939 2028 912 49636 1422 10265 44747 4044 123 4398 9681 4757 7549 1387 1527 897 15516 516 389 171 73 505 3679 146 6559 88 621
internal_value=0 -0.0166294 -0.0215232 -0.0320102 -0.0163488 0.0178512 -0.0338221 0.0297112 -0.0376474 -0.0548789 0.0158826 -0.063874 0.0396501 0.00650639 0.0644324 0.107992 0.107544 0.1431 -0.0693764 0.0863791 0.297096 0.0613652 0.0753531 0.0460894 0.0644907 0.125322 0.186069 0.221941 -0.0191374 0.339848
internal_count=361931 332372 310854 251671 166407 59183 123858 42549 121830 95092 26738 10388 21518 17120 16350 12306 10531 9144 85264 17843 1938 15905 5325 5154 5081 4184 7617 6705 50345 709
shrinkage=0.000980392


Tree=4248
num_leaves=31
num_cat=0
split_feature=785 21 747 928 896 997 565 769 831 1467 466 925 1466 1173 610 357 320 13 347 1036 703 1458 1454 1454 1453 1461 1462 1460 1449 1464
split_gain=11.0261 11.9763 17.3857 19.1748 22.6584 21.1635 18.7792 18.2802 18.7822 19.6464 18.0832 17.8363 18.1209 17.7301 17.7219 17.6176 17.5645 17.1889 17.0558 16.9207 18.959 16.7222 33.5187 38.934 40.9571 70.1657 32.0538 25.1168 27.3829 24.5436
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 -0.52992354128753727 -0.43454379769620094 1.8859961581257856 -1.674075940137348 2.2342001346882543 0.85134370995411024 3.6863561541855714 5.9255695343812942 0.8698284522999451 1.7021207750673237 0.28533332389600069 1.0000000180025095e-35 -0.61395346091396574 3.1329729150046788 -1.145627868484399 1.5347102950121798 -0.40013398698892561 1.4612243692998159 0.20667703603638712 -0.90309121467478037 -0.58754815837321106 -0.14756540052680775 -0.029515002558395627 0.20439603453550378 1.0012333990267608 0.41413877860891823 0.71492702701447042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 21 16 4 5 11 -6 8 9 -8 -5 12 -4 -9 19 -15 -3 -18 -14 -7 -21 27 -23 24 -24 26 -26 29 -29 -2
right_child=1 2 3 10 6 14 7 13 -10 -11 -12 -13 18 15 -16 -17 17 -19 -20 20 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0018972440391984782 -0.0004997632269280913 -0.0022871121343992452 0.0060988385729190096 -0.0009849769772952465 -0.030772027422036816 0.037780294071505544 -0.0026946099687745594 0.03074374057824248 0.0042792383922551809 0.03317105069159345 0.10474291786408946 -0.0053810224224347782 -0.015865123749853032 0.039562827888583008 -0.011943349305197901 -0.025316603108039123 -0.047185350297663901 0.014126086936297891 0.049086124947157798 0.015685912986336207 -0.068338532250061299 -0.022915755214528464 0.0036965852136797693 0.0017771331249779661 0.047118720768948477 -0.011280695611609881 0.00356781530699052 0.013601714884450717 -0.0060707614431544411 -0.01000034441385006
leaf_count=29559 47721 98844 13450 95493 416 496 19384 443 7181 154 23 2431 709 70 238 183 68 1088 42 611 40 840 3045 27807 961 608 354 3196 1362 5114
internal_value=0 -0.00747182 -0.0157815 -0.000331818 0.036938 0.0969485 -0.00428013 0.00137815 -0.00823891 -0.0464565 -0.0192262 0.0753509 0.103634 0.354644 0.359663 -0.123149 -0.0416585 0.222902 -0.227312 0.464163 0.22348 0.0173607 0.058437 0.0694392 0.268414 0.519044 0.775695 -0.0106149 0.153616 -0.0282823
internal_count=361931 332372 241364 141364 45848 18017 27831 27415 26719 19538 95516 16632 14201 696 1385 253 100000 1156 751 1147 651 91008 33615 32775 4968 1923 1315 57393 4558 52835
shrinkage=0.05


Tree=4249
num_leaves=31
num_cat=0
split_feature=1469 1452 1456 152 3 864 1450 281 74 1325 501 556 710 1188 427 432 702 1459 1453 1466 1456 54 21 609 1398 1453 1462 641 1452 1465
split_gain=10.7227 20.4426 23.9151 19.0824 26.4699 19.628 19.0508 20.5951 19.259 18.8059 17.3684 19.2583 18.464 18.3629 17.2421 17.1677 17.1439 17.0644 16.7902 22.0315 26.4011 20.6414 21.1909 19.8166 19.5525 19.3148 25.7982 18.3668 17.8611 40.9837
threshold=-1.0588145806293296 0.039474337618497217 1.0000000180025095e-35 -0.18058243402951416 0.22145427361540565 -0.83718411225912115 1.3453874465886764 -0.43688856677330973 0.14285233581653742 -0.20970631010358945 0.44014584752480296 -0.19668695506675468 2.5579636957383234 0.80270230228614836 2.8930614402166461 0.38267516914073435 0.5503923959383209 4.5780457843415556 1.8161469081802322 2.8104277349532114 3.742879312526544 -0.42445565733332025 -1.6471741456694959 2.2685729398725978 0.056130154349247424 1.6921780466073355 1.4813153935732892 -0.09555197496323771 -0.58911782507014421 -0.65327714863568986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 -8 14 16 12 13 -4 -12 -7 -11 -10 -9 25 20 21 24 -23 -24 -20 28 -27 -28 -2 -30
right_child=18 2 10 -5 -6 6 7 17 9 15 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.022663441357260238 0.00093102656155732175 0.0017234352554624417 0.010653696886975816 0.0021310771467832313 0.0023071623582956247 -0.013327039644941556 -0.011781254990027874 0.03075118526084733 0.0010733215411938867 0.0066643735097372345 0.020790534362194378 -0.025161916254730368 0.038151969802857143 -0.036487060002788882 0.045519703095123466 0.051265141363951938 -0.026923567539141127 -0.041129942598371265 -0.0089921176520283853 0.016926918627154324 0.027923960689119821 0.03923100155760572 0.0023590219261188337 0.03076756255095995 0.006337572621927641 -0.016469992430896026 -0.0042834740610047514 0.048730026174749461 -0.0038361844177305319 -9.2014380686391322e-05
leaf_count=1385 81578 17570 4316 13741 5422 4691 337 406 892 819 352 430 273 85 54 134 442 42 3704 1183 446 223 6640 279 1530 1926 199 120 65512 147200
internal_value=0 0.0265173 0.0743564 -0.0151922 -0.0754982 -0.156729 -0.115521 0.202673 -0.157975 0.0134269 0.199999 -0.10587 0.249381 0.197337 -0.24828 0.252665 -0.169662 0.48572 -0.00878756 0.0669868 0.0377302 0.0174783 0.0962603 0.0742283 -0.0912526 -0.0129169 -0.223669 0.342231 -0.0111159 -0.0230203
internal_count=361931 51391 23026 28365 14624 9202 7817 785 7032 2287 5456 867 4589 437 4745 953 1334 448 310540 14005 12822 12376 7142 6919 5234 296535 2245 319 294290 212712
shrinkage=0.05


Tree=4250
num_leaves=31
num_cat=0
split_feature=50 56 1470 910 1463 391 1155 6 1465 1451 1466 1468 1452 131 1449 1450 1311 73 1262 1385 761 21 636 1043 1467 463 882 1331 834 557
split_gain=10.6393 20.1613 14.7334 15.5884 14.7283 20.394 17.8387 16.0962 15.5576 23.6555 22.9925 22.5838 21.4006 25.0897 19.3329 23.2883 19.6381 18.2193 17.6529 17.4355 16.7093 16.7723 21.9285 16.2824 16.2765 18.3311 18.3453 21.9904 15.9096 16.3924
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3309395413702885 0.67909569382761958 0.94170239728407068 1.475049428936581 1.9915902790665707 -0.7949587077417245 -0.0054379387601596703 0.34500621528061176 -0.12199161807307153 0.33149534616091186 -0.26957179898390798 0.83951255265196112 0.66825084082819164 1.3752107613672571 0.19572801571410398 -0.011276390435591779 -0.78356409201678334 0.46401348645816992 -0.40709702854836605 0.43301101584543472 -0.011668153790710139 1.5944579756033141 1.4788072840855835 1.0000000180025095e-35 0.44470034393954044 0.25739993790736748 -0.35130711892335514 -0.50260527004636035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 8 -8 10 24 11 20 -13 -14 16 23 17 -11 -18 -12 -6 22 -22 -16 -10 26 27 -26 29 -23
right_child=-2 -3 4 -5 5 -7 7 -9 9 14 19 12 13 -15 15 -17 18 -19 -20 -21 21 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00012540093985152035 0.00038304664990109204 9.6233858595393755e-05 -0.0042663838129010697 0.016457985129097713 -0.016794349475406183 -0.024888566887628891 0.11178909133870907 0.022414077461036581 -0.017765773996155924 0.054370087057782748 -0.012775080719163685 0.060755171602719885 -0.030094443404946183 0.054647223383026494 -0.044635223488381406 0.025586360372994249 0.062382200792780784 0.004699928699014597 -0.020628244804738176 0.01792949771573046 0.030978128600593458 -0.033024856801235555 -0.036657339218638972 0.056961434805136685 0.035266474828087278 -0.032423200318081533 -0.012005597517051211 0.15915701938878035 0.014059850170586625 0.078581695969148879
leaf_count=3344 197382 90457 61972 820 456 850 67 198 2002 277 997 288 180 120 275 121 43 183 232 443 194 35 183 22 118 160 97 24 252 139
internal_value=0 -0.0186322 -0.0565848 0.0714327 -0.0692608 0.0417008 0.0778796 0.855527 0.054454 -0.0688273 0.187207 0.394094 0.805577 0.202341 0.205369 -0.218455 0.442896 0.733418 -0.10635 -0.0555965 0.172015 0.376979 -0.0735899 -0.680865 -0.243862 0.241573 0.608215 1.15177 0.702485 1.27127
internal_count=361931 164549 74092 4164 69928 7956 7106 265 6841 3554 3287 1847 588 300 1153 418 735 460 275 1440 1259 803 377 297 2401 399 239 142 426 174
shrinkage=0.05


Tree=4251
num_leaves=31
num_cat=0
split_feature=785 1431 21 631 974 562 1469 1116 1452 1460 1451 610 1452 347 927 1390 1466 705 224 1423 1470 1452 1467 1467 1369 1322 1098 1389 981 1426
split_gain=22.5752 16.5968 16.6656 20.9955 30.0026 21.008 20.9208 23.0536 20.7874 29.0732 39.3396 23.7944 26.1426 24.1348 23.2064 22.6192 21.7474 20.6612 22.6186 20.0059 20.6014 23.476 21.5193 20.347 19.6773 22.1956 19.3993 21.6229 22.4555 19.5965
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.13431221002227373 -0.60109940517961957 -1.0680568863165696 -0.68337622433131906 -1.1256941366283033 -1.0477340759045499 -0.1949173687605274 0.2070153182358592 -0.41756096241435203 1.3649633855932322 -0.20992966078690614 0.57729963655088534 1.0483613175537825 1.5369537998473575 2.9686612224352285 1.0228554042822078 1.6626207205187258 1.0000000180025095e-35 1.2788133595270414 0.59388296513046446 -0.42730338151659453 3.8567296589757825 0.7268191085223229 1.0331073916757922 1.3289106712562746 -0.72481208111434781 0.52375464980493758 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 7 -2 11 16 14 12 24 -14 -11 -13 19 -9 -19 20 23 22 -22 -10 25 -8 29 28 -28 -21
right_child=1 -3 3 4 5 -7 8 17 9 10 -12 15 13 -15 -16 -17 -18 18 -20 26 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.4290051119551244e-05 -0.00014436577073365385 -4.1526595115304721e-05 1.451690878865649e-05 -0.00025612061002143526 3.1174499887678787e-05 -6.2805514659007773e-05 9.7689619411794506e-06 8.3679598814520467e-05 -8.6352616307335152e-05 0.00034035379200171546 -3.5205359621291634e-05 0.00015608747942263255 0.00072393314008146179 -0.00037973689991954718 -0.00024272157419216264 0.00078314812311733924 0.00029077334535765846 0.00037983781449433358 -0.00057816470467768571 -0.00038431275403090774 -0.00029791115924162833 0.00068264633797247419 0.00033059513961596401 0.00047139064387264051 0.00011806767883523605 -0.00017045722702666716 0.00036475824960809848 -9.8990680724009753e-05 0.0021874568165316725 -0.00010607102617145993
leaf_count=29559 1996 129284 37139 4255 15033 47485 27406 10324 19989 2843 6648 3491 428 136 371 316 678 1705 122 4092 612 407 651 301 7531 4400 243 1068 41 3377
internal_value=0 -0.0194596 -0.00709434 -0.0264153 -0.0512047 -0.0400714 0.0155671 0.0911662 -0.000230714 -0.0404 0.066806 0.0354847 0.018741 0.496274 0.274372 0.220766 -0.0801668 0.123101 0.328086 -0.091771 -0.0557408 0.203863 0.0349351 -0.0773349 0.0109584 -0.0150116 -0.206833 0.103314 0.720134 -0.261187
internal_count=361931 332372 203088 103912 66773 62518 99176 14147 85029 41321 9862 43708 39901 564 3214 3807 31459 12151 1827 30781 21960 1670 1263 20290 39337 31806 8821 1352 284 7469
shrinkage=0.000980392


Tree=4252
num_leaves=31
num_cat=0
split_feature=785 519 728 660 852 21 507 195 872 1223 1113 1110 902 981 1185 1174 626 1443 588 575 906 145 1392 279 566 623 153 1321 1387 590
split_gain=18.643 16.6805 23.8032 23.8765 28.0154 24.8925 21.9724 20.3016 27.0982 21.4512 19.9151 25.8359 22.255 22.884 22.6569 20.4266 20.2295 19.8914 19.6956 21.0974 19.1022 20.292 19.9554 26.0622 20.3215 20.1778 22.3993 19.168 19.7998 19.0284
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.65809631222906606 0.69976010066948824 3.0757328524286596 1.0000000180025095e-35 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.58033782246054733 -0.60749452268532422 1.593744732512876 0.71188872395471614 1.0000000180025095e-35 -0.018969399028744477 1.7650405138493104 -0.28190275070883963 0.49624277899097191 1.8619965878080877 -0.58939748716361418 -0.47785853585486782 1.2486565447910951 -0.41875854459546386 0.58895901036483078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 10 -5 -2 8 20 -9 11 -4 16 14 15 -14 -13 -6 19 -3 22 -22 25 24 27 -7 -27 28 -24 -8
right_child=1 18 3 5 17 7 29 9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=4.239600486322204e-05 -1.646606115571738e-06 -7.7434212195910939e-05 6.9632923939332703e-05 0.00017812225200243849 9.9165691019012183e-05 -1.0321184527105496e-05 0.00014180760449610118 -6.0380731213795718e-05 0.00026327255686965526 4.5765187032307142e-05 -0.00011232401745569005 -0.00030955712962300793 0.0017193921777734825 0.0013051543572138319 -0.00020258624593510365 0.00026724918759846124 -5.1199254876413088e-05 -0.00010669778516223109 0.00016444366009305949 7.2233035862130876e-05 -0.0001131595820386547 7.3226562964949024e-05 -7.7377483260065338e-06 8.1377985068345921e-05 0.00019966330452169133 -0.00022380304915307407 -7.2117845249426048e-05 0.00011841595689044952 -0.00014814816987884959 -0.00012784582268639201
leaf_count=29559 48652 7439 14507 3398 17377 17192 9144 20780 1149 18682 12546 2268 64 82 358 174 13146 3164 4398 9681 57684 4761 9706 11325 1398 8914 16575 3024 13397 1387
internal_value=0 -0.015601 -0.0205844 -0.0314423 0.00719587 -0.0459983 0.0201968 -0.0495437 -0.0641611 -0.00380261 -0.0287265 0.00192941 -0.065125 0.3375 0.161627 0.714666 -0.0846572 0.0743296 0.0416817 0.00827065 -0.0677008 -0.102969 -0.0439119 -0.006373 -0.0484099 -0.0830086 -0.124807 -0.0654985 -0.0887878 0.109057
internal_count=361931 332372 310854 251671 63686 187985 59183 184587 145125 39462 43145 30599 16092 678 596 238 15414 20541 21518 17120 143976 62445 81531 38850 27525 42681 25489 26127 23103 10531
shrinkage=0.000980392


Tree=4253
num_leaves=31
num_cat=0
split_feature=728 1100 691 1124 795 784 489 83 552 859 829 641 430 1142 294 429 976 770 357 490 558 897 887 853 1 774 509 895 495 902
split_gain=16.2524 17.0003 18.9154 20.9846 19.8869 24.8802 21.0284 21.6852 21.4004 19.0303 18.9363 17.8072 17.4823 17.5365 17.4621 16.7337 22.738 17.9729 16.3826 16.3203 16.4583 22.0879 23.5117 20.9143 17.4063 16.1617 17.9391 16.1055 16.0948 23.4527
threshold=1.0000000180025095e-35 1.6293515030253838 1.4255342478983304 2.9119499769605071 -0.29258408639884992 0.9594655836162902 -1.1505828196359797 0.11941468766767303 3.5802461330687509 -0.54135187694831066 2.9556418118343015 0.8423242745550269 -0.39181977418658193 2.1996287986293805 1.3642485751417948 1.732904691390263 -0.29014193001961602 -1.5578261481462137 -0.98786351948026263 0.63578521953922928 -0.69172411517013543 -0.58061544523906561 0.77264864957267976 0.45320706742212763 1.1956201085644167 0.58460438483072008 -0.8707511978464394 2.8270375271782617 -0.80391031043055328 -1.2350649620377088
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 12 19 8 14 25 15 -3 13 18 -8 27 -17 -18 -6 -1 -21 22 23 -22 -25 26 -7 -9 29 -15
right_child=-2 11 3 -5 5 9 7 10 -10 -11 -12 -13 -14 28 -16 16 17 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=7.3672550883811097e-05 -3.7338194039021884e-05 -3.0434185268773562e-05 -4.9085564809181713e-05 -0.00056882925403264114 -0.00013635439797491774 -0.00022577411040432363 2.3431736946268966e-05 6.71278180007147e-05 0.00093935966932368455 3.1432586719856877e-06 -0.00040590901715845047 -0.00019214764361173784 -5.2451856647682406e-05 -0.0010817842114486094 -0.00013929642316956405 7.9354769525554985e-05 -0.0014883916321753051 0.00058459948731905749 2.1716012370865766e-05 8.1805791747336645e-06 0.00043395073969308424 -0.000439021546599112 -0.0005832565567701314 -0.00085591399987347235 0.0013030589714088144 -7.8581642855684726e-05 0.00019179345962522143 0.00028216793549718406 0.00011436878625605409 0.00080423364602365851
leaf_count=2250 109090 25930 22410 501 4383 485 46157 29245 107 15036 434 6880 51656 49 4036 1142 26 816 24650 2019 559 1938 326 157 23 1440 6936 1711 1178 361
internal_value=0 -0.00172881 0.00431064 -0.0597414 0.0111161 -0.00945052 0.0357671 0.0448726 0.0146359 0.051575 0.0878981 -0.0605582 -0.028516 0.0144275 0.0123189 0.0933822 0.286482 0.549245 0.00163907 -0.0936754 -0.176122 -0.289375 -0.00375045 0.224623 -0.53905 0.128864 0.168326 0.0806479 0.243238 0.64405
internal_count=361931 252841 220031 22911 197120 106174 90946 83674 50300 23897 33374 32810 82277 30621 50193 32940 1984 842 29033 7272 5022 3003 1065 739 180 8861 7421 30956 1588 410
shrinkage=0.000980392


Tree=4254
num_leaves=31
num_cat=0
split_feature=1362 1107 1039 1172 487 629 1384 1178 1462 706 486 1043 700 296 144 1284 1050 430 1227 846 1108 832 834 20 1454 359 1110 562 975 1381
split_gain=10.8797 14.0653 18.218 20.7709 20.4824 19.9371 17.8202 21.9431 18.7851 16.8815 18.9643 17.2632 19.6197 21.9718 20.8175 17.8361 22.1105 17.5133 16.7343 16.7526 17.0266 19.932 17.938 19.1979 22.5632 18.021 17.8369 22.1646 17.5367 16.5989
threshold=1.0087403405179345 0.3189280274888156 -0.46713933630778215 -0.3151846012647565 1.6304501485392697 2.6917617599054107 -0.51052182147286407 -0.82593005202705549 1.1061400540281336 -0.1203199530927193 1.0549436446219573 0.73384326867036909 0.89255089720817293 -0.89931967052527362 -0.92552235238965386 1.0000000180025095e-35 0.4508999866564618 2.2188086397747266 1.0000000180025095e-35 -0.80168848856573927 -0.055955849802502448 -0.69386868427597126 0.18370503179178391 -0.81885630296554213 -0.91909735138557946 -1.0548341301329094 -0.99243205881046304 3.3474329524561579 -0.91543818375121744 2.7866493450571705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 -4 5 9 8 -8 -3 -5 11 -11 13 15 -15 16 -13 -16 19 -1 22 -22 23 28 25 -25 -23 -28 -21 -10
right_child=-2 6 3 4 -6 -7 7 -9 29 10 -12 12 -14 14 17 -17 -18 -19 -20 20 21 26 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.007960941406345767 -0.001880314868881327 0.0019475648585528444 3.1065805788459538e-05 -0.00021648967558072081 -0.01205233640907951 -0.024189095892553886 -0.0058286628573681653 0.00067297983022053737 0.009576499027246289 -0.0047532241694600783 -0.013217582290167191 0.056042706839400373 0.023830711292998335 -0.036129491548118391 -0.0017394933702538655 -0.024789446797574367 -0.032615035049992365 0.065297849478130748 0.0021354658407265054 -0.0078209311976259674 0.011241981819088052 -0.0092841809276858252 -0.0088526430158352536 -0.045815642723016504 -0.0035241644439302044 0.03461722536884005 0.0026287469320751193 0.076037287659068489 0.018899503476755234 -0.04562847305437745
leaf_count=4753 55315 38442 61028 26074 4869 622 8929 54537 5126 20975 3532 212 638 298 2125 77 51 48 47000 450 3079 2428 4791 57 8215 296 6704 52 1131 77
internal_value=0 0.00166374 -0.0104533 -0.029818 -0.0632079 -0.0513902 0.0224533 -0.00287548 0.0566732 -0.0463446 -0.090825 -0.0659182 0.0884417 0.00550781 -0.0739386 0.556252 0.82406 -0.000808051 0.0162165 -0.0263514 -0.00420168 0.0636653 -0.055622 -0.00240541 -0.0455539 0.511166 0.00486498 0.0656107 0.228122 0.177884
internal_count=361931 306616 199505 120549 59521 54652 107111 63466 43645 54030 27956 24424 3449 2811 2471 340 263 2173 78956 31956 27203 12263 14940 10149 8568 353 9184 6756 1581 5203
shrinkage=0.05


Tree=4255
num_leaves=31
num_cat=0
split_feature=1440 1465 1453 1259 1466 1452 1464 1328 1452 615 1455 1234 379 562 1324 554 1463 1466 1460 86 553 698 678 836 1433 1121 806 1468 1437 805
split_gain=10.7324 13.2022 13.4401 16.0259 13.9895 19.5594 22.062 23.8122 18.5015 27.7946 17.4189 21.0181 19.1598 18.5202 16.9705 16.4829 16.0946 15.2752 14.7626 14.6827 14.5252 13.7582 13.7433 16.7153 15.5189 13.664 13.5153 15.21 14.533 13.3493
threshold=1.0000000180025095e-35 2.873316917895123 5.5477399240790328 0.10700171057489674 2.4649257724753331 2.2876274668186962 0.66686720811781097 -0.41534574444251077 1.9544793412667429 -0.59108387774323179 2.0663805890193063 1.0000000180025095e-35 -0.96632196005128912 -1.3596267705473195 -1.8369238587703975 -0.17473636053287719 0.29882605968400883 2.0364802837897087 5.8496616743718155 -0.67931036193319849 -0.21890506438039345 2.5915283061435206 0.34708990927187483 0.36508638564227441 1.2994777873310051 -0.076671948651037963 2.4151250997099498 2.8970362673674974 3.5253024523165304 1.4663648571955066
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 8 7 -7 10 -10 11 12 -3 -13 15 -14 19 21 29 20 -12 26 23 24 -15 -25 27 28 -16 -18
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 16 13 14 22 17 -17 18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-4.3669410554735124e-05 -0.0019855750235996256 -0.068277767781781712 0.050372461700279064 -0.027667462598913301 0.014120342037988416 -0.052722444671864946 0.012046049004556946 -0.0040554946805831001 0.062198727458698491 -0.02892134228971462 0.065056736829018899 0.034243791783798133 0.13167005602980072 -0.040605535626256385 0.015417184089537024 -0.0015086422032645841 0.04434668529873706 -0.035047605574840213 -0.05022781911944272 -0.019064925174065623 -0.028236729078182657 -0.072809120082647477 0.0066776990118386269 -0.021647680287688601 0.018630242185368823 0.031113702577661131 -0.048099977641151953 -0.026378056876860415 -0.057275529245224346 -0.02761159661353604
leaf_count=306984 48464 62 133 44 1325 240 228 219 122 74 51 85 27 729 1609 25 266 114 36 192 34 25 246 151 70 118 51 141 35 31
internal_value=0 0.00145548 0.10132 0.676566 0.0832593 0.0272524 -0.30483 -0.574047 0.0874184 0.736801 0.0530419 -0.0167725 0.119058 -0.256657 0.150394 1.47451 0.370024 0.118618 0.650908 -0.0332965 0.690107 0.165937 -0.341006 -0.476315 -0.68562 0.0032094 0.188713 0.220697 0.277588 0.757389
internal_count=361931 313467 6483 177 6306 4981 687 459 4294 196 4098 3488 2089 1399 2027 52 610 1975 333 277 85 1861 1314 1068 799 269 1836 1785 1644 297
shrinkage=0.05


Tree=4256
num_leaves=31
num_cat=0
split_feature=785 727 706 759 133 762 1190 840 767 1469 829 834 1110 1047 998 79 693 927 1259 1187 1120 278 694 440 1465 83 1458 1458 552 347
split_gain=10.5043 11.9295 12.1194 15.0105 14.6057 13.9128 13.684 15.1427 15.699 14.6896 13.5018 14.1685 13.4006 20.3702 13.9167 13.5281 13.564 12.8335 13.0743 12.5501 12.425 12.2201 12.1214 12.1006 11.9256 17.3939 16.3427 15.6904 15.1037 14.8189
threshold=-0.86283290253235112 1.0000000180025095e-35 1.5724059030450566 -0.35937377735146886 2.7171092817986957 0.91176402965431169 -0.21903323155981902 1.824218889516666 1.1013672280589708 1.3331130692163249 -0.95778404659752314 -0.81498431620980905 -1.0711385657519912 0.36656084892058366 2.6621727415594378 -1.3863523228950629 -0.56276368310087632 2.0943578565502325 -1.0562202540553736 -0.046311167099803908 0.63535611932579517 1.096693172106971 1.152250482002386 1.0000000180025095e-35 -0.51322729858334903 2.1827992373410878 -0.46589091170928792 -0.57152609199826976 0.90231275694614732 0.10242394995408317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 19 10 9 8 12 -1 -5 21 13 -8 15 16 -14 18 -17 -4 -11 -12 -19 -9 25 27 -26 28 -3 -28
right_child=-2 24 3 5 -6 -7 7 23 -10 20 11 -13 14 -15 -16 17 -18 22 -20 -21 -22 -23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=-0.0045557639210993608 -0.00035332274109786015 -0.018315693452962203 0.026108526177875842 0.042220591147337255 -0.064714253296304605 -0.051010709454767857 -0.0077384728721604894 0.028806034502572887 0.027017608612259277 -0.035780917719538952 -0.038220024360754223 0.0035433129619578106 0.11030676219971002 -0.071104776610021986 -0.04665211579229251 0.020960290848389421 0.016316274111027408 0.033441833697198046 -0.0034916058348353606 0.0017859026403701358 0.0031689016380122615 0.046419711268025764 -0.034719527538948546 -0.01191694639577201 0.01127288472991154 0.031188944649856561 -0.0020424433907676809 0.0018180719265441993 0.012684260096098122 0.0087689341956118452
leaf_count=4200 332372 1050 644 81 29 67 338 373 229 375 222 798 23 97 85 278 70 191 3753 365 142 23 41 127 4647 237 3906 4050 270 2848
internal_value=0 0.03727 -0.0130583 0.128846 0.309913 -0.040582 -0.0457018 0.0283073 -0.00795016 -0.132629 0.0156029 -0.052541 -0.0353577 -0.458544 -0.0035308 0.012649 0.840631 -0.005315 -0.0354916 0.348406 -0.494386 -0.572285 0.472419 0.391831 0.0775405 -0.00813067 0.120113 -0.0334897 -0.248738 0.0490901
internal_count=361931 29559 12551 2229 1038 1191 10322 5605 5105 4717 1124 1043 4876 435 4441 4356 93 4263 4031 1009 517 245 232 500 17008 5607 11401 5370 1320 6754
shrinkage=0.05


Tree=4257
num_leaves=31
num_cat=0
split_feature=51 789 633 590 1391 1392 760 1186 444 630 293 332 54 1470 557 997 214 1253 1037 1110 1430 1436 887 280 1394 618 81 765 1 595
split_gain=10.4481 13.861 20.5934 21.4772 20.9821 18.4999 19.7448 17.9339 17.5248 18.5857 18.7418 17.46 21.6776 19.7524 19.1664 19.0759 19.5229 20.2495 18.4742 18.1995 18.0707 24.3106 20.062 19.2762 18.0309 19.8321 19.5039 17.957 18.4675 20.6951
threshold=1.0111847875080273 1.1248358748350926 1.9976441459236287 0.58895901036483078 1.9262293263007251 -1.1283819630554444 1.782335633818487 1.721551684768474 1.0617732612454149 1.7431317969815547 1.1232345151156895 0.65944866827063242 2.8571107612274447 -1.3664195657027294 0.49499889728213203 -0.55302200848745542 0.75914311659853728 0.54840427858557284 -0.32211362530310816 2.7579329969533508 1.0000000180025095e-35 1.0000000180025095e-35 0.77264864957267976 -1.0683230019500893 0.77579938520900538 0.61571818544004231 2.1982375191569807 2.0232933620265787 -0.27206262980676726 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 5 7 -4 -7 8 9 -3 -11 12 20 18 24 19 -17 -18 -13 -15 21 -1 -23 -24 25 -14 -26 28 29 -22
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 -12 13 14 15 -16 16 17 -19 -20 -21 27 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0037686976573585427 -0.001811495965386522 -0.0014776839099316695 0.053237645935850099 0.026200155887591677 -0.019289153266014204 -0.0040119257191506769 0.083009409488186067 -0.015098519293256688 -0.0085817480849157048 0.0052918831760599278 0.035906038675488521 0.0044143629617129461 0.0007875632774859199 0.0057423155646520677 -0.018546757776372491 0.0020032857076745271 -0.0009752396292158445 -0.015869896740738736 -0.042242109501258646 -0.02676409752185905 0.0035849749041308846 0.0014233012515335775 -0.025563103522230641 -0.003316576995713966 0.030637900122137227 -0.020562297534162277 -0.019160426390056842 -0.0064676916620727172 -0.00025469498080540957 -0.0022802390381613338
leaf_count=47635 54984 22945 78 460 1097 1279 28 1462 4097 1885 308 187 1697 16014 1680 28001 4088 1615 232 216 45562 40677 737 9439 336 943 137 4598 58439 11075
internal_value=0 0.00206554 -0.0418392 0.174979 -0.0567531 0.0248464 -0.0372276 -0.0460512 -0.0339083 -0.0108133 0.199376 0.00773328 -0.00219055 0.0433967 -0.159095 0.0472518 0.0172324 -0.103418 -0.433699 0.1069 0.00138921 -0.0255575 0.00698451 -0.095975 -0.0539981 -0.134246 0.336487 0.0191616 0.0244793 0.0529271
internal_count=361931 306947 33639 1845 31794 1385 1307 30697 29235 25138 2193 273308 222955 50353 4793 49934 33704 5703 419 16230 218162 98488 50853 10176 3113 2640 473 119674 115076 56637
shrinkage=0.05


Tree=4258
num_leaves=31
num_cat=0
split_feature=728 1445 852 624 152 633 659 691 1323 56 74 896 813 620 15 565 1177 1049 699 278 434 915 352 1366 1419 471 705 650 772 761
split_gain=19.19 19.9395 21.9667 19.8296 19.6023 19.2836 18.958 22.6878 20.4206 18.1285 17.8658 19.0684 17.783 24.9476 22.8503 17.7452 23.0612 19.5928 17.4468 17.276 16.9643 22.8034 18.0703 16.9611 19.2097 16.9501 16.8794 18.2491 19.1491 16.7753
threshold=1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 0.14888729770446407 2.3822369993612553 -0.77899086806337892 0.62821384419828064 2.6125069612329379 -1.2254033952469492 1.0000000180025095e-35 0.41102216487312809 1.1780070679743837 0.44561103650162237 0.13102810056866962 1.7252490091840407 1.4123788430816693 0.67272422835683587 -1.1466874127233166 -0.67929493327620205 -1.2024347672230498 1.6001957512855445 0.15110484813932359 -0.76342290672605018 2.0183251275724516 0.28046113576429438 2.9395468797111257 -0.15493602701248427 2.1314615550283826 -0.73593617839337033 1.0048910943460496
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 19 -1 23 8 -8 -10 -11 18 14 29 -2 16 25 -17 -12 -4 -15 -22 -23 -7 -25 26 27 28 -5 -14
right_child=12 -3 3 15 -6 6 7 -9 9 10 11 -13 13 20 -16 17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.3092818362413865e-05 -7.399284266178061e-05 -6.4125876426543874e-05 -0.00029541443043795256 0.00030103588798319219 0.00042269560498298299 2.1631084469084708e-05 -0.00048802281000272517 -0.00057866555959590576 -0.0001000553309976294 -3.4167087435347123e-05 -2.9253883293522884e-05 -0.00023670172765274022 7.915891757613907e-05 -0.00011588861506416691 0.00011203760737796136 -0.00070320773844452153 -0.00010177088087716216 0.00039841778600720586 0.00026273816868252573 6.287889215244562e-06 3.6657541554884716e-05 -0.00051193461148887117 0.0016439460991598601 -0.00019061477901197716 0.00012748170722682605 -0.00057097893422685395 0.0001962681383860439 0.0013676166800780435 -0.00010426258703428274 -0.00014645986538590049
leaf_count=39855 77391 32930 1230 680 435 116993 669 462 13335 10507 1265 590 16489 8571 4153 89 2441 1244 2719 12675 396 35 97 3927 1315 155 7057 43 2225 1958
internal_value=0 -0.00354615 0.00317893 0.0594639 0.000603788 -0.00584923 0.00486664 -0.0472744 -0.0399117 -0.0319467 0.015036 0.123715 -0.0429948 0.00690236 -0.0644603 0.115843 0.0905303 0.345536 0.174086 -0.0149701 -0.0939963 0.332256 1.20758 0.0167917 -0.112859 0.133696 0.144219 0.00819209 -0.0121693 0.0564115
internal_count=361931 252841 219911 28274 14340 191637 151782 29547 29085 28416 15081 4574 109090 27546 81544 13934 12601 1333 3984 13905 9099 528 132 122235 5242 10160 10005 2948 2905 18447
shrinkage=0.000980392


Tree=4259
num_leaves=31
num_cat=0
split_feature=890 407 43 1235 21 565 548 277 672 706 775 194 809 945 1470 690 1470 402 1470 1470 1457 352 528 637 349 565 1465 647 785 1050
split_gain=19.0868 25.6811 21.2714 20.8527 23.2948 26.0984 25.8073 23.884 23.8201 30.895 21.7848 21.5927 31.2105 23.1452 24.5425 22.5545 23.2078 22.3698 20.9648 21.0332 35.0372 27.4535 22.9874 23.7348 21.831 20.4017 20.2213 19.8968 19.7992 19.7959
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 -1.24934742919911 -0.32341995197817647 -0.48628576117259498 1.0510833983642893 2.5833172578372339 -0.65546635319905777 2.0258146145105322 1.3425416022759293 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.97502311357377502 0.88064864201853632 -0.92710518500779682 -1.1298860701531226 0.61257734706231515 0.041329821661130785 0.24048408269465027 0.46114165859435363 1.1493617428488021 -0.66971392766994198 0.91746626851302227 -0.079034750824344205 1.0471264925718051 -0.86283290253235112 2.0594537109710127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 27 7 -7 10 11 18 12 13 14 -10 -16 -17 26 -6 22 24 -22 23 25 -21 -20 -13 -5 -19 -8
right_child=1 2 -4 4 8 6 29 -9 9 -11 -12 17 -14 -15 15 16 -18 28 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.5013639901951703e-05 -6.7944612549100349e-05 -6.7849777269238671e-05 -0.00012338127531224592 -4.935627673092439e-06 -0.00014600599495576773 0.00010305575886868775 -8.7856280637855396e-05 -0.00040842464790590607 0.00032171875415886939 0.00035078394458402311 -0.00015627694093783414 -0.00024621277908835952 3.4024340020568564e-05 4.2703974359947293e-05 0.00019400318789686695 -0.00014566095745063341 -0.00040487831234354405 0.00019495981446327186 4.6446072139707249e-05 0.0001067682285745397 -0.00047755947295359335 0.00010282676161517153 0.00011434250512138036 -0.00018667254073701387 -9.809866603804768e-05 -0.00014419160328975347 7.6566485207157044e-05 -0.0003024877809267479 4.3731572835039709e-05 0.00061040170883480324
leaf_count=96477 36838 20993 8848 15258 5300 35396 6303 515 514 1405 6667 2377 17739 5714 908 10788 3081 4786 15719 3613 1625 494 8619 3352 7432 3185 1502 1421 34871 191
internal_value=0 -0.004289 0.00353777 0.00718744 0.013418 0.0504455 0.0784686 0.0990907 -0.00211343 0.0218821 -0.0369001 0.0164359 -0.0268224 -0.101308 -0.153169 -0.175646 -0.203506 0.0464728 -0.0216341 -0.00573367 -0.080341 -0.343336 0.0248834 -0.0134942 -0.0306161 0.0156514 -0.116863 -0.0273598 0.0604365 -0.0637356
internal_count=361931 265454 228616 219768 198775 59084 42405 35911 139691 83685 56006 82280 38744 21005 15291 14777 13869 43536 49339 44039 13164 2119 30875 22256 11045 18904 3879 16679 39657 6494
shrinkage=0.000980392


Tree=4260
num_leaves=31
num_cat=0
split_feature=785 519 728 660 852 21 507 691 195 61 1112 426 1450 1358 595 1390 1443 399 629 705 1113 1110 902 981 1185 1174 626 727 382 789
split_gain=17.8232 16.9824 24.2349 23.6099 27.6338 25.8666 21.1773 20.545 23.7282 21.6758 21.5781 22.225 21.5273 23.6323 20.3785 24.4987 20.2614 20.0294 21.888 20.4983 19.6803 25.9631 21.9667 22.8074 22.5862 20.2093 20.08 19.4112 22.6551 19.5322
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.65809631222906606 0.15595171202395139 1.0000000180025095e-35 1.0000000180025095e-35 -0.0073806910220825207 1.4654480032270711 -0.2957953744690755 3.1968723995974382 1.0000000180025095e-35 -0.85045094825354484 1.593744732512876 2.1487506720385596 -0.2076507830091662 0.70592243731563598 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.58033782246054733 -0.60749452268532422 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 20 -5 -2 8 10 -9 11 -7 13 -10 15 -12 -6 -14 -19 -20 21 -4 26 24 25 -24 -23 -3 29 -29
right_child=1 27 3 5 16 7 -8 9 12 -11 14 -13 17 -15 -16 -17 -18 18 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=4.0015998470721503e-05 -2.026685662319671e-06 -3.5657326117779585e-05 6.8379794327667217e-05 0.00018116130511588557 9.7458998854124481e-05 -8.705639686835704e-05 0.00010448067748454928 -5.8486285219500892e-05 -5.2212964719633735e-05 -0.00016495383132914058 0.0001377382077365715 -0.00029097706153522845 3.2159134650420386e-05 0.00056456088707532929 -0.00016802919306706791 -3.4036661536816934e-05 -0.0001100531045715453 -3.3510853678161975e-06 0.00087414144174403972 -8.1509470774625685e-05 -0.00011295276755927003 -0.0003098760484827849 0.0017097786181295908 0.0013016774966152988 -0.00020502619117219483 0.00026562073291538804 -5.2678867451578185e-05 0.0002322832048928733 -1.0017034969977162e-07 -5.9484291108108751e-05
leaf_count=29559 48652 9447 14507 3398 17377 32492 10531 40960 28014 19637 5127 3777 26999 312 5950 20344 3164 490 358 127 12546 2268 64 82 358 174 13146 5244 5700 1127
internal_value=0 -0.016702 -0.0217252 -0.0326732 0.00572008 -0.0471386 0.0193982 -0.0507507 -0.0339548 -0.0909824 -0.0660814 -0.11039 0.000478841 -0.0458028 -0.0221941 0.00230723 0.0723435 0.0454064 0.347903 0.644388 -0.0299326 0.000519209 -0.0666399 0.333293 0.158201 0.710255 -0.0860175 0.0410812 0.0946397 0.181078
internal_count=361931 332372 310854 251671 63686 187985 59183 184587 123990 60597 67690 36269 56300 28326 31421 25471 20541 27974 975 485 43145 30599 16092 678 596 238 15414 21518 12071 6371
shrinkage=0.000980392


Tree=4261
num_leaves=31
num_cat=0
split_feature=890 407 43 705 993 768 741 706 623 423 853 64 602 1169 1464 1454 1238 1451 616 710 909 1104 698 1325 1242 976 1174 632 1185 777
split_gain=16.6008 23.6 20.388 19.3829 20.2623 19.8548 18.0474 17.8074 18.5913 22.1148 21.9442 24.7386 20.2482 18.3773 17.661 20.2948 19.5643 17.3839 17.2161 17.1087 19.7544 17.931 17.7557 17.1946 17.7775 17.6095 19.567 17.5842 17.1013 22.043
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 1.3183739815888758 -0.89727091510114898 0.27184435679297764 2.8718069931529517 2.0733145747592965 -0.024657624075993714 0.2014999529365322 0.91359539958596292 0.58408534944085788 1.6570428789878571 0.77241039982938642 0.33722957473813192 -0.71584950188157126 -0.40677623306953564 0.75140231727557782 1.0032126598012274 2.2715054174694553 2.8044096709002506 -0.30357624121428822 -1.1993211373185704 0.8889976663221556 -0.03076190439183157 -0.30800328023354601 0.79008367830574211 -0.30888459903078652 -0.37768566685186827 -0.41552343265988922
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 6 5 18 7 8 13 12 -11 -12 14 -3 19 16 -16 28 -5 20 21 23 -21 25 27 26 -10 -25 -2 -30
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 11 -13 -14 -15 15 -17 -18 -19 -20 22 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-4.0284047043252265e-05 -2.6196973451586539e-05 -6.7493641534531855e-06 -0.0001192152355782016 0.00020952820571997283 5.177988585789557e-05 0.00060103203434298108 -0.00045819496298305987 0.00015248343935700114 -0.00010237429428088597 -5.7356927316397367e-05 0.00013863125657329894 -0.00036676295590914207 -7.8287750508424455e-05 -8.5179268180277836e-05 0.00052278261376712692 9.0063662604299887e-05 -1.0453801863383088e-05 5.9467513137039497e-05 -0.00068080547188973425 -1.9350991274923381e-05 -0.00043923662910884485 5.8792984303160689e-05 0.00041485227858434603 -0.00024699371489262707 -0.00010472792740880092 1.7860624744175492e-05 -0.00046796666601506731 0.00033404938652216903 -3.9264146081563698e-05 -0.00023236697519135114
leaf_count=96477 15720 77345 8848 1207 14971 569 558 4169 5630 24920 4954 612 5465 21322 948 14825 512 5215 150 742 462 29544 949 282 1042 6210 909 1471 6731 9172
internal_value=0 -0.00218923 0.00532042 0.00889749 0.0810136 0.290269 0.00274373 0.00369771 0.000777427 0.0217544 -0.0291895 0.0953758 0.043046 -0.021715 0.0545041 0.115556 0.36148 -0.0646597 0.139427 0.0325101 0.0240663 0.0285683 0.242061 -0.0334549 0.117848 -0.0701789 -0.150179 0.248766 -0.0903565 -0.150346
internal_count=361931 265454 228616 219768 16897 1926 202871 202313 198144 99477 30486 5566 68991 98667 63526 16285 1460 36838 1357 47241 45550 45088 1691 15544 2795 12749 6539 1753 31623 15903
shrinkage=0.000980392


Tree=4262
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 913 84 560 497 498 1104 597 1467 714 588 906 689 421 588 290 1443 513 746 1241 1452 1470 759 921 862 1329
split_gain=20.5356 16.2459 17.9376 23.7522 24.3025 18.0847 19.4742 18.5486 17.8521 24.6572 19.1674 17.8335 18.069 17.1762 33.9426 27.3271 22.9317 22.5884 22.3517 21.2432 22.8094 20.9589 25.9892 24.5959 20.0799 32.6568 21.2015 20.0781 22.14 19.288
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 0.13067971497466105 1.69116793757109 0.63515767152532354 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 2.6287012352426902 0.71188872395471614 1.979635823759073 1.3123186738111605 1.0454229551509682 3.6288968102052546 -0.67919258870259713 0.79547082264194502 1.1605466117522381 -0.43806006575711359 1.0525743831388839 1.0000000180025095e-35 -1.1287694262532211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 8 5 7 -7 -5 9 -4 -11 12 13 18 15 16 -15 19 24 -18 -21 -16 -23 -24 27 26 -26 29 -29 -2
right_child=1 -3 3 4 -6 6 -8 -9 -10 10 -12 -13 -14 14 21 -17 17 -19 -20 20 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=4.2706221876763165e-05 0.00044757110918155292 -4.6200646037527522e-05 -0.00029836045692317541 -0.00039541951518442858 9.1661561934947944e-05 0.00035658388678614934 -0.00072219304226687391 5.1415426080473795e-05 5.1590176745214465e-05 7.1355065287831535e-05 0.001417434952134326 0.00022268202409828609 0.00013902676116008274 6.0152437950178939e-05 4.0301761257881669e-05 -9.2642982194605648e-05 -4.3131577974846237e-05 -0.00042804498774368641 -8.5238352638855589e-05 0.00017622329477347127 -0.00028527135594733619 0.00038964080326190059 -0.0015766805891803061 3.7739382262120252e-05 -3.6722116138987545e-05 0.00080337237046596531 0.00022339935832240825 1.8106740691925114e-05 -0.00031455369670408784 2.6553747457129006e-05
leaf_count=29559 537 99935 2623 676 21461 107 458 2130 1899 198 53 1237 3115 13647 6941 45400 74133 992 9073 3253 649 1501 55 141 2769 312 3442 2311 1926 31398
internal_value=0 -0.0181432 -0.00856526 0.0416851 0.0679216 -0.114999 -0.509627 -0.0430825 -0.106337 -0.228299 0.394125 -0.0166801 -0.0186114 -0.021609 -0.0345252 -0.0443693 -0.0227383 -0.0382273 0.0144431 -0.0344135 0.116154 0.0924417 0.301386 -0.400722 0.0371025 0.150949 0.113274 0.0149225 -0.136361 0.0348639
internal_count=361931 332372 232437 29605 24832 3371 565 2806 4773 2874 251 202832 201595 198480 146712 138074 92674 79027 51768 78035 3902 8638 1697 196 42695 6523 6211 36172 4237 31935
shrinkage=0.000980392


Tree=4263
num_leaves=31
num_cat=0
split_feature=785 728 784 647 590 921 727 1022 1467 462 706 785 353 878 730 783 487 290 353 514 909 912 1115 705 902 84 762 421 69 1117
split_gain=24.4866 16.9676 19.1731 18.4263 42.4153 17.9379 20.7411 17.5861 18.1274 17.8473 24.9219 17.3919 18.2443 17.3737 17.2485 24.1254 21.269 20.8918 19.6028 19.5984 19.1373 17.9889 17.2472 17.1545 25.4802 21.3245 18.236 18.0126 17.9642 17
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.0525743831388839 -1.5722412400100421 1.0000000180025095e-35 2.6212945108504591 3.5900732819318715 -1.8735003040925582 2.9970139449733542 2.5458802938288509 2.630508148566769 -0.33215574005720661 1.1155635910225459 -0.5841843363838235 -0.9303161640735903 -1.0945823271044892 1.2394703555346365 0.83249615684863543 1.0000000180025095e-35 3.4928978394099732 0.67165941385979033 -0.17208775008344115 1.8402104591567701 -0.18926972874738129 1.3590060948902039 0.19577131400281358 -1.2591097148690287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -3 14 -7 8 9 22 -11 -9 23 -8 15 19 17 -16 -18 -4 -19 -20 -2 25 -25 26 27 28 -13 -6
right_child=1 3 5 -5 29 6 13 11 -10 10 -12 12 -14 -15 16 -17 18 20 21 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.9315207704183074e-05 -4.6214864468327449e-05 -4.6345945525188484e-05 4.047070949654845e-05 -5.563120186089517e-05 -0.00067842929467253955 -0.0001210128464450524 0.00018807321981124164 -5.2597007879401102e-06 0.00014219270973049654 0.0014970333484708265 -0.00068385178543619544 0.00015904118979583119 0.0011851898458404603 -0.00075942780711943934 -0.00016112315458153813 -6.2228218758384984e-05 -0.00036643309190992015 0.00022344514379929188 0.0001552403849819938 0.00035991805393600804 0.00069590294248655644 -0.00010890907715851142 -0.00076195239165226811 1.313376768776576e-05 0.0005486801687963396 -0.00094589685111299193 0.00038290367443395994 -0.00070454127854395119 -0.00030835981950917468 0.00043102282973062007
leaf_count=29559 83849 4821 6880 93730 93 1294 6219 98491 2515 38 600 1318 66 82 578 17685 764 2123 3121 1041 393 1966 288 822 763 110 542 259 630 1291
internal_value=0 -0.0170326 -0.00724163 -0.0466455 0.0788392 0.0350071 0.128773 -0.0175602 -0.0448274 -0.051565 -0.537138 0.00068599 0.136415 0.178608 0.0128474 -0.0171032 0.0953217 0.234849 0.0133774 0.0844652 0.310885 0.056583 -0.0488792 0.117592 0.293316 0.00768082 0.0478107 -0.0535778 0.0133024 0.389384
internal_count=361931 332372 232437 99935 6205 42146 7595 190291 87290 84775 638 103001 4510 6301 34551 25606 8945 3094 5851 7921 2516 5087 84137 4444 1585 2859 2749 2207 1948 1384
shrinkage=0.000980392


Tree=4264
num_leaves=31
num_cat=0
split_feature=612 1312 285 255 21 771 925 1183 690 283 962 1392 632 34 0 762 1116 484 280 566 426 969 982 626 484 770 566 158 702 16
split_gain=10.8021 12.8917 18.6575 19.0936 15.6093 17.7606 17.1934 16.1203 15.4935 19.32 15.1233 14.8748 16.8048 14.7658 18.5224 15.2999 14.6771 14.5492 15.3297 14.9826 14.4723 14.5368 14.4715 14.4073 14.4878 14.3145 14.1942 15.5906 15.9007 16.0064
threshold=1.0000000180025095e-35 1.0494439513222458 0.71546191433673212 1.9282309809988389 -0.89074317784588486 0.15803805416773661 -0.72834678823446586 0.083937735912009079 1.5416732374122979 1.7725374963321949 1.3714217264408297 -0.13584359250001374 0.79495051536956851 -0.97079833305618402 -0.65975231641496512 -0.6993074256540478 2.8395370799469446 0.034044535405868395 -1.2017858108524038 2.0449780822036492 -0.078515827550096659 1.9788506533634 1.5336679733903336 -1.1817830309080255 -1.0005964552607685 0.42788251611305012 -0.33784760036965783 0.19500214302057992 0.32298196646346911 0.158257221514537
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 7 -3 23 -10 11 17 13 -13 -15 -16 -12 20 -19 -20 -6 22 -22 24 -2 -9 -25 -28 -29 -30
right_child=1 4 -4 -5 10 -7 -8 25 9 -11 16 12 -14 14 15 -17 -18 18 19 -21 21 -23 -24 26 -26 -27 27 28 29 -31
leaf_value=2.9529738100723249e-05 0.010786418382832598 0.082186462665708254 -0.0073781120418656273 -0.015429135777854763 -0.018584787864286186 -0.017633505506495176 0.0042009460794425304 -0.018370891427158177 -0.014902001209805844 0.074518945070642009 -0.029805540459386159 0.071217872361451384 -0.024279293699117535 -0.026345956945155288 0.043033394742935424 0.0041071482671407294 0.071847283751587082 0.052506211776463321 -0.042664731549344553 0.042459703402957044 -0.001796549464763701 0.10806102023884077 0.091912643651356762 -0.0014518930460685529 -0.015229523752083802 0.07793238199726632 0.0080715676422483396 -0.006317456230853895 0.017882154785474978 -0.0050971793782804394
leaf_count=316437 516 139 8485 1526 818 600 1149 195 1690 37 1501 64 359 296 208 740 21 28 784 30 326 20 22 10215 2045 52 8355 3364 1077 832
internal_value=0 -0.0433377 -0.0252338 0.00324727 -0.158208 0.0737149 0.266604 0.899933 0.0173435 -0.245673 -0.237954 -0.158126 0.0159789 0.151723 0.0919929 0.25329 -0.539608 -0.330163 -0.646661 -0.745033 -0.146132 0.260076 0.124486 0.0315177 -0.180917 0.248555 0.0487159 0.0987572 -0.0133165 0.163395
internal_count=361931 45494 38142 29657 7352 2135 1535 386 28131 1727 5217 3695 1667 1308 1244 948 1522 2028 842 814 1186 368 348 26404 2561 247 23843 13628 5273 1909
shrinkage=0.05


Tree=4265
num_leaves=31
num_cat=0
split_feature=1235 407 284 112 1467 1152 705 1434 636 1388 1464 1459 1451 1459 1464 1467 1315 1459 954 958 1323 429 1453 501 50 1454 564 1465 1470 986
split_gain=16.9602 21.8394 22.5977 21.8781 21.6739 21.6001 19.6657 23.1345 20.5579 19.0332 18.6096 26.6852 56.172 28.7283 28.9005 46.7643 24.9877 24.881 22.5072 22.4699 29.8877 26.1288 25.3116 24.9311 21.9188 21.1277 21.1374 20.8994 20.1502 19.9523
threshold=-0.94625487755706195 -1.2965003005540392 2.3447682495800666 2.2718117149406565 4.0242090356330973 3.5455509007963313 0.87723755459486374 1.0000000180025095e-35 2.4129057422810987 3.082668396781771 0.2602645535820674 -0.1446085600927958 -0.37567724106200656 -0.50282768380134069 0.61847808787738301 -0.5390220224505301 -0.41613293439970639 -0.12173401169023605 2.9053803668447165 1.313041538630376 2.4910939078174503 -0.72962342600816155 4.9333407588813172 -1.1807954833637779 1.0000000180025095e-35 -0.71584950188157126 -0.3628396552616388 -0.57462309435395464 0.93978201590593802 -0.40940771531875131
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 6 5 -1 8 -8 10 -2 19 12 13 -12 16 -16 29 -13 27 23 22 -22 -21 -3 -14 26 -19 -17 -27 -15
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 11 17 24 14 15 18 -18 25 -20 20 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-4.0372291799179565e-05 -7.6172690738442615e-05 -0.00058442592672382362 0.00029432624012538271 -0.00012705356398856201 0.00027724549403504092 -0.00060992173380029714 8.0221902290649223e-05 -1.464065926405286e-05 0.00026274899636771927 0.00083068229063832473 0.00014107373152056295 -0.00059876455947712132 -0.00011630099576235726 -6.3462600084931354e-05 -0.00068857908462295798 -0.00022905328761068866 0.00084510923984029284 -0.0002146549316740767 -0.0013057842721186928 3.7516028780210695e-05 -0.00067174715582177247 0.00075612732320856028 0.0011615407577061465 -2.7867699897255094e-05 6.8201129507923028e-05 -1.603216778637776e-05 0.00040339199944887253 0.00071995373456158155 -0.00036989359812943042 0.00066374805130773251
leaf_count=102775 34709 535 815 8325 989 624 32468 18862 1326 103 6942 453 5929 341 373 156 802 386 27 11014 83 436 82 105684 6548 18458 1058 484 832 312
internal_value=0 -0.00118716 -0.061866 0.00616362 -0.0392636 -0.0436421 0.00985368 0.0469086 -0.00262879 -0.0736626 -0.00501728 0.0339017 0.0879292 0.21491 0.421042 0.107571 0.604381 -0.021967 0.41871 -0.0201849 0.0751003 0.583765 0.0487685 -0.0305804 -0.0104967 -0.012244 0.252353 0.514606 -0.0309191 0.2987
internal_count=361931 257543 35627 221916 104388 103399 213591 51330 162261 34812 160935 43101 21914 9437 2495 1040 1455 21187 667 117834 11615 519 11096 106219 12477 20734 1444 640 19290 653
shrinkage=0.000980392


Tree=4266
num_leaves=31
num_cat=0
split_feature=181 1169 795 677 637 1223 1044 821 1367 1365 727 1037 771 424 973 723 864 1124 426 1247 763 1468 835 1049 666 947 353 753 223 835
split_gain=23.0764 20.8639 20.982 27.741 27.3559 21.3431 29.5869 23.5049 23.1652 25.2202 19.6644 18.8837 18.6294 18.5638 18.5732 19.4602 18.4568 17.8341 17.5484 17.5213 17.1177 25.2066 16.984 18.6427 20.0697 17.4647 16.9042 16.8729 16.8071 16.7854
threshold=1.0000000180025095e-35 1.0643747975631468 -0.29258408639884992 0.66908448271462528 -0.13898157243223117 1.0000000180025095e-35 0.52549855904937026 1.0000000180025095e-35 1.0000000180025095e-35 3.6885994790703491 1.0000000180025095e-35 -0.012934059010481825 0.094535075829831561 -1.1670789121100607 1.1439011757448638 2.9753056931511859 -0.83718411225912115 -0.96217659374717401 -1.4833241199310387 -0.38783768709875249 0.32722738969737336 2.3634222294985348 -0.92573748338428186 -1.0458341287649167 1.0000000180025095e-35 1.641280574724302 3.0900063795199553 1.4855173375900519 2.4618436913715289 2.8379655914903021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 8 7 17 13 19 29 -12 -13 -1 15 -15 18 -7 27 -10 -18 28 25 24 -24 -4 -20 -3 -22 -5
right_child=-2 16 22 4 -6 6 -8 -9 9 -11 11 12 -14 14 -16 -17 20 -19 26 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00040322635547692428 -5.4131684834283331e-05 0.0010352330128463867 6.4714881024330223e-05 -9.3217865134754226e-05 0.0001726818837037457 0.00020303631996970497 -6.3918693938617622e-05 0.00011351762772673136 -6.8851763119717505e-05 -0.00073543055354475867 0.00020848123831678175 -0.00019916078609583595 0.00017551243582268185 -5.5132634701310579e-05 -0.00030825060805529908 0.0014059740052962781 1.4425416755347902e-06 -3.8127915502583671e-05 -0.00016120866539234249 7.4982248277803693e-05 -0.00011084278380295816 0.00039486066141768107 2.0621803065289718e-05 -2.0534226123134659e-05 -0.0002543636571288397 -0.00012852745834687786 0.001372715224279269 -0.0011571821541753722 -0.00074851743385594258 0.001062324869205564
leaf_count=1267 75166 121 17581 4854 10042 1696 10549 20035 6641 201 3209 1320 1127 17370 2409 35 34276 11607 12258 12519 14866 594 2634 92517 4181 2333 33 60 379 51
internal_value=0 -0.00498161 0.00415015 0.0276198 0.0971591 0.00811367 0.0404693 0.0717352 -0.0331882 0.0202791 0.0198421 0.105785 -0.0386453 -0.0949437 -0.0769184 -0.0515277 -0.0475872 -0.00547297 -0.144696 0.028985 -0.0275067 -0.102821 -0.0160942 -0.0284654 -0.155357 0.0418094 -0.157639 0.691325 -0.125699 -0.0812303
internal_count=361931 286765 224178 104932 20603 84329 43887 33338 40442 19361 10561 5656 2447 21081 19814 17405 62587 13303 12472 19160 50115 15839 119246 99332 6815 19914 12291 181 15245 4905
shrinkage=0.000980392


Tree=4267
num_leaves=31
num_cat=0
split_feature=184 746 706 555 348 791 708 1255 1379 503 635 632 1121 694 203 779 566 1101 1187 1039 44 623 982 214 761 1158 973 836 141 135
split_gain=10.8872 15.45 15.8931 16.3265 14.7886 15.6602 20.7423 23.932 22.5028 19.439 17.4559 16.1377 17.8747 17.2147 19.2233 16.0688 15.9775 15.823 17.7594 20.1835 17.9538 16.9179 16.9042 17.0142 17.9317 16.6825 16.5655 16.3895 16.0512 16.6509
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.0733145747592965 0.53098311719517655 -0.55041666433932057 1.0000000180025095e-35 0.13202846188115314 -0.14109160615819391 -0.46400378737749509 0.96413135310782694 -0.56480932887495772 -0.80669259179957409 1.6205802666717004 -0.35819708771654851 0.76899764363570677 2.1659259229666277 1.8619965878080877 0.63396854391812385 0.57003187466202365 -0.94293716748487044 1.9036337516570463 -1.2905845654938812 0.86407381133046712 -1.1479334128465897 2.0221298495495534 3.8671289613288442 0.49294125015507467 -1.7596058131660957 -1.0595925284170959 0.96302493387815102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 17 9 8 10 16 -8 -10 13 14 -13 -9 -7 18 19 28 21 27 23 -23 -25 -21 -24 -20 29 -6
right_child=1 2 3 -5 5 6 7 15 11 -11 -12 12 -14 -15 -16 -17 -18 -19 20 25 -22 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00027210663729405378 -0.0027241378998972832 -0.0028534804618989087 0.0054672528551568816 0.033294983455135749 0.015662911511965191 0.0081660125831273106 -0.0067917858964176396 -0.011840547169971315 0.026623731438944406 -0.0048830120053460283 0.037828373526080768 0.011804595374921571 -0.061788704679847498 -0.0081286309214139065 0.12071949184264166 0.03030146692847609 0.026198482501086407 -0.0036743064347924633 0.05820832196069449 -0.0021257822566937128 0.032136281528158901 0.028558549788758377 0.01246361297412852 -0.00055247360352343332 0.032423952731565654 -0.071791906238450318 0.049113691481592475 -0.031580679789542113 0.0059978243550951309 0.073555831363947027
leaf_count=225587 65862 23655 1959 359 195 6192 172 2453 279 1550 412 86 109 1002 29 128 626 12409 30 11971 305 307 631 3522 197 42 207 328 1242 85
internal_value=0 -0.022233 0.00022158 0.198024 -0.00616658 0.0176778 0.0851339 -0.0434859 0.1492 0.151429 0.520316 -0.0181549 -0.135522 -0.0565947 0.789169 -0.193601 0.200046 -0.0103012 0.0323977 -0.0145562 0.14047 0.106747 0.137869 0.0746155 0.0300489 -0.0481136 0.422215 -0.44052 0.231965 0.72219
internal_count=361931 136344 70482 2318 68164 44509 13038 4670 2089 8368 584 1505 1226 1117 115 2581 6818 31471 19062 13535 5527 5222 4864 4026 3719 12013 838 358 1522 280
shrinkage=0.05


Tree=4268
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 878 1117 351 982 1183 730 783 487 290 514 353 909 912 29 10 570 1421 82 350 1396 422 11 835
split_gain=17.6443 16.1517 18.9727 18.0878 20.0229 17.8189 41.5567 17.1894 16.7034 16.684 16.5034 17.9077 16.282 24.042 20.9338 20.4674 19.6189 19.1542 19.0157 17.9966 16.8694 16.8618 16.1812 16.7632 17.0687 18.5753 21.7262 21.4479 17.9683 16.4383
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 2.630508148566769 -1.2591097148690287 2.0347385979342092 0.51333401215625141 -1.3559834075917185 -0.33215574005720661 1.1155635910225459 -0.5841843363838235 -0.9303161640735903 1.2394703555346365 -1.0945823271044892 0.83249615684863543 1.0000000180025095e-35 0.82152675923177465 -0.43543206165028031 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 0.8863174324919626 1.0939301863914108 -0.9594119830718516 -0.11981410756874604
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 12 10 6 9 -6 -8 -3 11 -5 13 16 15 -14 -4 -16 -17 -19 21 -18 23 24 25 27 -27 -7 -29 -26
right_child=1 5 3 4 7 22 8 -9 -10 -11 -12 -13 14 -15 17 18 20 19 -20 -21 -22 -23 -24 -25 29 26 -28 28 -30 -31
leaf_value=4.0636338014010623e-05 -1.6229324712066751e-05 -2.1988686898408159e-05 4.1781198058715531e-05 -0.0014261215738075399 0.00018842025447884307 -0.00011493661835523531 -0.00067456497381179368 -0.00075450056324820683 0.0004273181943452428 -0.00093809212480246173 -0.00063372604625729708 5.1188103981102529e-05 -0.00015990759584169652 -6.074663467871808e-05 -0.00036355767977801066 0.00022043356572163446 0.0001989043397397996 0.0001538100791468258 0.00069195537357706095 -0.00011063222588629436 -0.00021760565177415711 0.00081147145181716064 -7.9007354103102984e-05 -0.00020907201334871653 -2.979295612208311e-06 0.00012705740588056668 -0.00012868074409389934 -0.00037725563698452492 0.00027277459472310745 -0.00033748112170076073
leaf_count=29559 190291 4669 6880 45 6219 8640 93 82 1291 152 265 984 578 17685 764 2123 431 3121 393 1966 225 385 61493 2973 2041 12404 2576 341 1505 1757
internal_value=0 -0.0158409 -0.00628046 0.0357858 0.130025 -0.0447629 0.0786961 0.179017 0.386126 -0.0462458 -0.118071 -0.00308506 0.0135121 -0.0156189 0.0937043 0.232231 0.0858536 0.0123368 0.307566 0.0550629 0.36894 0.503364 -0.0547085 -0.00815171 0.00888209 0.0328315 0.0877604 -0.0548645 0.176685 -0.15199
internal_count=361931 332372 232437 42146 7595 99935 6205 6301 1384 4821 1294 1029 34551 25606 8945 3094 7921 5851 2516 5087 1041 816 93730 32237 29264 25466 14980 10486 1846 3798
shrinkage=0.000980392


Tree=4269
num_leaves=31
num_cat=0
split_feature=728 691 1116 21 1326 485 413 1025 70 556 1389 404 358 563 1180 489 588 1450 76 910 1381 846 20 639 150 1047 844 779 1460 432
split_gain=10.9441 13.6657 16.4827 18.5995 16.6463 19.1787 18.8233 16.7529 16.2056 16.1198 17.5433 17.2407 18.1064 16.6603 17.2504 16.1062 18.2719 16.0088 18.4488 20.3299 17.8624 16.044 16.7559 15.9453 20.4086 15.7473 18.4171 17.5057 15.1352 15.1215
threshold=1.0000000180025095e-35 1.39509905012052 -0.39875183864143848 -1.6471741456694959 -0.68170253288708393 0.45832141600452186 0.11097016705274608 1.0000000180025095e-35 0.17187929086096118 1.3560380072848763 0.44790462432980466 1.8698298625240504 -0.46805917122357993 0.66968195623046112 0.07396543152762132 1.6914907772105272 -0.31407487021714353 -0.33386868244407664 -0.3805243257910691 1.6671422897021453 1.4191126425198843 2.2226401447100357 0.55218584642165891 -0.04573622172506641 1.4379555164120879 0.64387885481524088 -1.1759433511907793 -0.98566228189154026 12.144204673924994 -0.64646882796373151
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 6 7 -3 -6 -7 28 23 12 13 14 -12 -9 -17 -14 19 20 21 22 -19 24 -11 26 -25 -28 -1 -5
right_child=-2 2 3 29 5 8 -8 15 -10 10 11 -13 17 -15 -16 16 -18 18 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.00074682410742631089 -0.0013005648120133322 -0.0070791449586501704 0.022331733777796226 -0.0083421800138135226 -0.005343446874188286 -0.0068313842066081961 0.010420620385164813 -0.020546699562703996 0.014608210873462139 0.0039276167328649155 0.013534818552366263 -0.039816233523469496 -0.023035488918806486 -0.036647112421776762 -0.0098042067720504559 -0.034184654350286517 0.050174210216223362 0.013952920699259748 -0.016075362016295537 0.083049098225358553 -0.063236240305171679 0.088290761647560348 -0.036806663440647369 -0.031838263404942162 -0.015649553127497821 -0.02109396673835956 -0.040154314017491838 0.0014954138198688286 0.052274644064426903 0.0011752873828406647
leaf_count=203678 109090 2399 536 2840 2556 1460 1783 3629 781 8524 1313 411 1546 184 1155 86 83 474 1207 38 78 32 126 411 822 936 201 3497 56 11999
internal_value=0 0.0039515 -0.0465937 0.00251313 -0.116406 -0.177996 0.0197271 -0.253405 0.00806171 0.00964007 -0.0569143 -0.172887 -0.14344 0.0298551 0.0904363 -0.370939 0.375131 -0.259955 -0.11124 0.1736 0.069117 0.178677 0.0891823 -0.0118066 0.0437763 -0.130623 -0.0603611 -0.00882206 0.0153097 -0.0123246
internal_count=361931 252841 28152 15375 12777 8595 4182 6354 2241 224689 20955 6564 6153 2652 2468 3798 169 3501 1955 748 710 632 600 14391 9346 5045 4109 3698 203734 14839
shrinkage=0.05


Tree=4270
num_leaves=31
num_cat=0
split_feature=785 706 1079 692 513 583 785 980 633 43 1071 858 569 567 1259 283 428 1400 225 1252 825 698 1316 1340 829 284 907 432 915 14
split_gain=10.9396 11.5685 18.3674 20.6737 16.9813 32.0591 28.5066 33.3182 19.9236 19.8655 19.8329 26.516 19.4518 18.4692 19.2535 18.4529 24.8432 18.6275 18.2164 19.9023 17.8429 21.1915 20.6559 18.1947 18.1847 21.5822 17.1533 16.9608 18.5009 24.7122
threshold=-0.86283290253235112 -0.2757743684523109 3.0729769241839433 2.0003988530744139 1.0454229551509682 -0.55326332990463356 0.58460966528228819 1.387606887902094 1.2367868645108187 2.2744972866152193 0.69084194168817237 1.0825608069246189 -0.80419767319675095 -0.4085108576833329 0.88993957138373281 0.13310512860387944 2.3725335501812359 1.8158146999799889 0.32320199748821493 0.48552709323956339 -1.3782055633747541 1.0477434649146147 -0.30967751937436111 1.7329679610826096 -0.90006390119292401 -0.26680832811263583 -1.4494567176361839 -0.55498936155444567 2.212971101267216 1.3385519134868267
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 9 13 7 8 10 -3 11 12 -7 14 -6 16 17 -12 -9 -20 21 -8 23 24 25 -22 -15 28 -11 -30
right_child=1 2 3 -5 5 6 20 18 -10 27 15 -13 -14 26 -16 -17 -18 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018768221672898358 0.00041031640232460747 -0.0014125866850515096 0.0070695035371627496 0.061830989137794536 -0.00024586354473526284 0.019352674669222227 -0.0080795807932685423 -0.020492435695744084 0.016140452219244577 -0.0021021188640319008 -0.024572828401905108 -0.014347020467006671 0.0038078377937825142 0.040762251485887753 0.029938448653287316 0.006868015839418192 0.042792210166504974 0.034008291042678523 -0.0050851832078308906 0.071165080962924968 0.082665112535982369 0.037413772614384243 0.023742703823910197 -0.025989342035971377 0.0052354308086608528 0.006732430593387382 -0.0087628473289848886 -0.014762470209210454 0.089002439945394127 -0.056991313049988127
leaf_count=29559 137317 162761 1881 71 1469 1099 951 1111 1177 1730 1018 908 6126 83 308 573 67 64 175 54 71 157 1672 196 1023 90 5146 4936 98 40
internal_value=0 -0.00771704 -0.0202373 0.18907 -0.0229386 0.03131 0.0838405 0.0312395 0.0706577 -0.0326991 0.0363453 0.0832801 0.12657 -0.093486 0.10108 -0.172125 -0.332195 -0.41737 -0.296395 0.283145 0.241306 -0.0224716 0.319798 0.119221 0.217549 0.859703 -0.159011 -0.197037 0.0440918 1.08032
internal_count=361931 332372 195055 1952 193103 23538 16532 12372 11032 169565 9855 8133 7225 7006 1777 1722 1149 1082 1340 229 4160 1108 3052 1380 1184 161 5229 6804 1868 138
shrinkage=0.05


Tree=4271
num_leaves=31
num_cat=0
split_feature=785 1309 200 1097 61 1088 1303 146 1050 1042 1184 846 17 1398 361 21 57 1051 294 1463 225 1462 77 761 21 1250 419 554 283 1059
split_gain=23.0288 16.6178 21.6107 23.698 23.448 20.2183 19.9988 19.5627 19.5031 22.7326 18.3101 20.2765 18.183 18.1607 17.9356 23.5363 20.4253 20.8179 20.5905 18.4918 17.8276 17.5979 18.1569 17.7541 17.4126 19.7541 16.6554 19.5755 19.5677 18.9278
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.67281916063428748 -0.95342879297703587 3.2658335243644596 2.7639737144699819 1.7160994611581364 3.0783482178314734 -0.16301548800796747 2.1491410973158702 0.32136284863636239 0.35885439231009797 -1.123514245795078 0.044858320589037236 -0.41947166002477487 -0.13431221002227373 1.4243427035504792 3.5926503781727646 0.11261061366423297 0.79943169538106496 -0.44588581070360206 0.23315867714148311 1.0929599279503071 2.4130835502434373 -1.8362818876253988 -0.32561052507431515 -0.14827575577457652 0.47962426128537933 1.5899274553723577 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 7 10 8 -2 9 -4 21 -12 20 -9 -5 16 17 18 26 -18 -8 23 -23 -3 -11 -26 -16 -28 29 -29
right_child=1 5 3 14 -6 -7 12 13 -10 24 11 -13 -14 -15 15 -17 19 -19 -20 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=4.504001612372661e-05 -6.3968035231343797e-05 -4.8931149439010242e-05 1.9221081628605288e-05 3.8796597703976163e-05 -0.00047617001461409465 -0.00023018348817693818 0.0006716380542328359 0.00012432297734319932 -0.00014276288933010961 0.0012047283962306353 6.6304916249584499e-05 -5.9846187947456456e-05 -0.00036466715285669746 0.0011799410691664674 -3.2564798539332879e-05 -5.5829235767986213e-05 0.00025303602783572168 0.00077606099247391443 -9.0055465973886204e-05 -0.00025162782104390412 -0.00049562686876842568 8.9417464765292405e-06 0.00019791580736260169 0.00024185301845598844 -0.00040606996088736935 1.61037187064978e-05 3.6353893045610595e-05 -5.2702749243212351e-05 0.0008757196071256081 0.00032397369089130805
leaf_count=29559 83560 39431 19557 38768 1103 1821 213 269 11647 54 32004 8124 2755 94 8664 41677 2656 158 9753 402 171 12684 2520 959 2257 1214 6871 968 204 1814
internal_value=0 -0.0193902 -0.0315174 -0.015591 -0.0666704 0.00398222 -0.074636 -0.0620209 -0.0573606 -0.0132352 0.00821008 0.0442078 -0.288521 0.44735 -0.000482476 -0.0216515 0.0265368 0.00574991 0.000661489 0.194486 0.25022 -0.0176358 0.0443802 -0.0424073 -0.220561 -0.246876 0.0436864 0.105027 0.251711 0.202655
internal_count=361931 332372 234829 149803 85026 97543 37868 83923 34729 23082 95722 40128 3139 363 111935 73167 31490 28432 28274 3058 384 55594 15204 40390 3525 3471 18521 9857 2986 2782
shrinkage=0.000980392


Tree=4272
num_leaves=31
num_cat=0
split_feature=1464 1454 155 1452 57 1459 1464 1466 1457 1457 1289 1455 67 106 903 1461 1458 1469 1390 1458 1458 1454 1468 1428 1453 1453 1449 1470 1453 1458
split_gain=10.7007 17.1242 18.876 20.6909 25.791 20.5086 20.2159 18.8281 15.9952 25.4326 16.4486 16.5214 15.35 15.1796 15.7191 14.9637 17.5742 18.0773 19.1889 18.0213 17.673 17.5603 27.2273 32.9895 27.3406 53.0343 38.967 31.6146 24.2884 23.4637
threshold=1.5993600128483978 1.0000000180025095e-35 1.5914998422363618 1.0409243383084115 1.0000000180025095e-35 0.15912437206817998 1.6845578599085893 1.4251016753579637 -0.40593421939817159 -0.29043123479038785 2.2864860975783183 1.5087449546153218 1.7832577399177876 1.5231831222158887 -0.49036450982442764 4.3587965850032591 0.036661978097680334 -1.161100960392466 -0.78797680531258674 1.2266917252276917 1.0700626368922463 0.50933602050530713 1.0056208477415762 1.0000000180025095e-35 0.090414289886247015 1.6921780466073355 -0.33812127112891666 0.32873715240278673 1.3493607039916962 -0.63176582655212954
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 6 -5 -6 -2 12 10 -10 -3 -12 -8 14 -11 21 17 18 -17 20 -18 -1 23 -23 29 26 27 28 -26 -24
right_child=1 8 -4 4 5 -7 7 -9 9 13 11 -13 -14 -15 -16 16 19 -19 -20 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.7038152778418474e-05 0.012500920008343337 0.0069152369821874537 0.019728145846392559 -0.010242807084749164 -0.055977175172691435 0.038370594515165446 -0.0066355692110826696 -0.038270743969421296 -0.034847824846474508 -0.0029882463333083722 0.050115747945917936 -0.0082848361085908952 -0.033924878032897399 -0.011255284019246399 0.0070627252570011666 0.030655716463904567 -0.0058158008064949475 0.018519213634303672 -0.030073744463437226 0.011109729201055584 -0.049475563580471234 -0.0015856869701046312 0.014144165139008054 -0.0084604964614967814 -0.023473723539143256 -0.0068346967696786684 0.032429880738109373 0.037845966475095749 0.020567899779482462 -0.0055735226029510719
leaf_count=276634 566 6359 540 440 51 305 3697 447 297 3193 172 82 289 952 5314 94 777 1524 207 648 148 36239 901 13933 568 1386 1312 201 193 4462
internal_value=0 0.0442506 -0.0675811 -0.106775 0.231905 0.620732 -0.170371 -0.229829 0.0793553 0.0207175 0.161522 0.673961 -0.180215 0.0390098 0.0694329 -0.00706132 0.137094 0.278684 -0.223278 -0.037363 -0.255193 -0.00880466 -0.0449242 -0.0666845 0.0693039 0.213713 0.415505 0.064261 -0.176144 -0.0387104
internal_count=361931 22704 6335 5795 796 356 4999 4433 16369 9756 6613 254 3986 9459 8507 339227 3398 1825 301 1573 925 335829 59195 50172 9023 3660 2274 962 761 5363
shrinkage=0.05


Tree=4273
num_leaves=31
num_cat=0
split_feature=1454 1458 1458 1468 1464 1455 1459 1465 1462 1463 1463 1465 1450 1465 1453 1449 1464 1453 1453 1463 1453 1463 1460 1462 1462 1460 1452 1450 1457 1459
split_gain=10.7305 20.7486 34.1576 69.0415 41.4624 32.6328 34.2084 31.4304 43.6355 39.4019 43.1887 32.2477 45.2266 35.652 32.6995 33.7526 32.5763 31.0402 64.7299 42.1091 41.3659 29.9717 29.9169 29.7021 60.9514 53.3307 33.6397 29.2775 35.1778 29.2063
threshold=-0.2363894608792538 0.24391125146464598 0.044286003631707406 1.1169629351287809 0.48374170966174707 -0.064444062103805558 0.96442828905131417 -0.62392803878906389 2.2231938015227501 1.5365683213542474 1.5087119880913495 -0.52213209242895031 -0.024175440261879372 -0.50774874858985386 1.3990727291183711 -0.52972057465151157 2.7618520897675594 0.12628105476165655 -0.14756540052680775 -0.16651745093505757 0.15065792239285117 1.4334175752012324 0.53687345587860014 -0.2104841353046753 -0.15105545870036599 0.2070153182358592 0.85148356494928035 0.52291435923168172 0.0065637448019396092 -0.26793547271153983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -7 9 11 10 21 12 -9 -13 16 -16 29 18 -3 27 -19 23 -21 -1 -25 26 -26 28 -20 -15
right_child=-2 17 3 -5 -6 6 -8 8 -10 -11 -12 13 -14 14 15 -17 -18 20 19 22 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0070608256428768158 0.00048528866650861301 0.0013870301204448967 0.0020423548686300469 -0.045350918668376691 -0.022733364375616856 -0.019630300083537208 0.022430668240325351 0.011854787385240498 0.028284696783802278 0.019399324802672202 -0.077412502269658512 -0.017311232609409314 -0.01036606965309976 -0.0026530720021046713 -0.012038660275841086 0.019278138472699012 -0.041743834856278104 -0.050764842400269988 0.008009341228046505 0.036519885755576985 -0.0030470088917817586 0.042706394367941262 -0.0093916196680233627 0.023219253057743083 0.0025539158453190651 -0.022165978497085362 -0.028377989403255706 0.046920360925615696 -0.038548820274824667 0.0017725268895029617
leaf_count=27153 170822 23902 6915 822 1882 2480 284 5675 631 1028 136 1850 1668 48630 622 1880 366 289 1339 1385 8432 161 214 1364 8984 2078 665 161 408 39705
internal_value=0 -0.016214 -0.0288011 -0.154124 -0.108417 -0.0451074 -0.282528 -0.0182726 0.00386596 -0.0777218 -0.0907782 -0.000597389 0.145145 -0.013414 -0.00666327 0.245851 -0.0149894 0.0348748 0.0736389 0.363027 -0.0906724 -0.0860771 0.617565 -0.0911507 0.00378113 -0.0575444 0.0150515 0.115047 0.00981841 -0.0123505
internal_count=361931 191109 154979 12383 11561 9679 2764 142596 101027 41569 40541 100396 7343 93053 91203 2502 88701 36130 27409 3507 8721 40405 1599 40244 13091 11727 9649 1908 1747 88335
shrinkage=0.05


Tree=4274
num_leaves=31
num_cat=0
split_feature=1166 1358 1255 407 1260 693 149 710 899 1452 1470 1465 921 990 769 785 195 875 222 284 902 630 363 1441 225 623 417 1470 1114 517
split_gain=10.7226 19.8954 19.0689 18.9271 19.3886 18.9288 19.4834 18.7597 38.1458 26.3631 23.175 20.4587 19.1686 28.306 24.4814 23.9566 22.1568 18.9015 19.4946 18.6328 18.6187 26.9737 18.509 19.9106 17.9864 17.8703 17.832 19.451 20.7498 17.8239
threshold=-0.94772631485393388 1.0000000180025095e-35 -0.39049558156430791 -1.2965003005540392 1.8239496985204762 -1.550609338685208 -0.7331243065055002 1.9207401787728819 0.83778821254891511 0.64630234182991153 -0.70412577816383015 0.76330241366421681 1.0525743831388839 0.65656536832909496 2.2342001346882543 -0.86283290253235112 3.4643624210569857 0.53568775283694692 0.64089535369896022 2.2801252649837127 -0.27677489974560388 -0.80535508824694724 -0.61158780864960494 1.0000000180025095e-35 -0.40400479144563178 -0.80922911172121148 0.23915261571680477 1.5390002046316091 -0.6511002108281968 -0.55286502262096737
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 19 6 -5 12 9 11 29 26 15 14 -14 -7 -15 -10 25 -2 -12 -22 -3 -24 -25 -19 -9 28 -28 -11
right_child=3 22 -4 5 -6 7 -8 8 17 10 20 -13 13 16 -16 -17 -18 18 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.006550653636146854 -0.0024286912415743774 0.0040333846225179089 -0.0013145160184239303 0.0039262202015973371 -0.014219084291034826 0.0036501030302823478 -0.0098692206274015766 0.0025196777232241183 -0.015015928130463922 -0.030434510090058271 0.038672372512037034 -0.010373517426969773 0.00061922183991739246 0.010457422452645868 0.027059113386386321 -0.00046612710879556722 -0.054630156754069285 0.067327318572367609 -0.030170746073772615 0.014465953645444219 -0.02214977464429629 0.026337013603468108 0.001112931228884623 0.00052048760243491915 -0.0097098960468066688 0.0091202591739832882 -0.0052936697445942101 0.036438898407222406 0.017180846509646384 0.010942320065416188
leaf_count=19776 31851 16349 31415 2181 2722 19829 4792 4766 1575 166 630 993 19255 5861 414 157142 68 74 132 817 183 483 22905 5458 8601 355 734 339 1416 649
internal_value=0 -0.0263856 -0.0618834 0.00402538 -0.0529252 0.0108557 -0.112789 0.0143794 0.096077 0.14954 0.357795 0.0920181 0.00894352 0.0648325 0.024073 0.000284048 0.195531 -0.174671 0.1715 -0.036849 0.526154 0.275997 0.010436 -0.0248379 -0.109842 0.388885 0.131632 0.275757 0.19755 0.0687919
internal_count=361931 104504 51191 257427 35390 222037 6973 215064 12495 10359 2111 8248 202569 25598 19669 176971 5929 2136 561 32668 1296 666 53313 36964 14059 429 7255 2489 2150 815
shrinkage=0.05


Tree=4275
num_leaves=31
num_cat=0
split_feature=470 464 713 670 409 909 486 1373 389 126 553 22 779 1454 706 837 1253 1318 500 46 359 1041 1396 1312 284 264 764 759 564 983
split_gain=10.566 19.026 15.1208 22.9883 19.2471 15.8868 17.2852 15.3086 19.5979 27.7322 17.3675 19.9801 16.9898 16.027 17.4453 17.3092 18.661 20.8605 19.264 16.5605 16.5384 15.5797 15.7161 15.4975 17.5388 16.825 17.5042 16.7097 24.0321 15.448
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2294551496329555 1.8548472908116371 0.1673442341411959 0.8569055847881154 2.0012238438612475 1.402259659649604 0.3449977131320876 0.63726691681775982 -0.52364935133641621 -0.71584950188157126 -0.82850117861974781 -0.7777975113191925 -0.55995265202794908 -0.17934935866816817 -0.85760171000856233 1.0000000180025095e-35 -1.3530621607411224 -0.019708745520776099 -0.40075388670892614 2.04787004398047 -0.068569842017150232 1.0406688472030448 2.1617058398250584 1.8101196029755922 0.87642119642770622 2.5696920518549535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 -1 -7 8 13 10 12 -12 -10 14 -4 -15 17 18 -17 20 -20 -14 -23 24 25 26 27 29 -29 -16
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 11 -13 21 15 23 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00021313593775503672 0.00038489712727560448 0.00011499935841932857 -0.042544353980305122 -0.0074289352776174327 -0.021857353716522893 0.0037709212032242092 0.033665462313215516 -0.0044477195677061878 0.008665155602832264 -0.023264909049817387 -0.018622781647359098 0.075825782530182378 0.049881304026831809 0.0093751416398444708 -0.00081756410384734393 -0.038509283941080386 0.0017605204024785809 -0.022179614481226621 0.13725073995435008 -0.019236543887659718 0.012469442473010345 -0.031719571645077674 0.031562333239507953 0.043410438278989077 -0.019318988719062041 -0.021901680737894683 0.078657838913005304 0.025324234863858621 0.20820441589046987 0.11565333017294424
leaf_count=11433 191352 89765 346 27310 1777 812 337 16109 488 241 296 36 397 3470 1376 250 10056 2050 28 523 945 87 180 134 1492 425 73 100 21 22
internal_value=0 -0.0184401 -0.0533349 -0.0715818 -0.0345431 0.0312218 0.288604 -0.0257594 0.01972 0.251738 0.370462 -0.145291 0.490948 -0.00755057 -0.178876 0.0262014 -0.0201437 -0.207573 0.00795102 0.123446 0.29804 0.72703 0.284026 -0.121966 -0.159183 0.0312822 0.193886 0.116381 1.3685 0.0303001
internal_count=361931 170579 80814 68232 40922 12582 1149 39145 23036 1725 1484 332 1152 21311 3989 17322 13852 3796 1746 1496 973 664 267 3643 3509 2017 1592 1519 121 1398
shrinkage=0.05


Tree=4276
num_leaves=31
num_cat=0
split_feature=890 407 43 1425 1023 1442 21 1449 705 1437 699 1458 21 1463 1462 1462 1449 1467 974 280 202 613 294 274 1184 54 816 1467 42 1463
split_gain=16.8594 23.3187 19.6253 19.9157 33.4794 27.9751 29.408 38.7244 27.1254 23.429 24.1393 22.0644 35.5985 22.3338 26.5078 43.3152 25.9402 24.6955 21.8399 26.512 21.7885 22.3255 36.1817 21.8575 23.9938 25.6255 23.9476 22.9558 26.098 21.6421
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 1.0000000180025095e-35 2.2900273674543703 -0.36318025971450862 0.62211875780133752 0.57283334291142962 0.35900932482519943 3.5253024523165304 0.6339904733367816 -0.72983201679721443 0.81122649975724037 0.18276296990023388 0.72194837801756251 0.37407200465964635 0.31881434390535024 1.6505635204430271 -0.053058191849836019 1.2501166498386871 2.2706774934648286 1.0000000180025095e-35 0.36828056311239343 2.3674003941733655 -0.11994148447439348 3.6775023658676358 1.0000000180025095e-35 0.060492031153216698 -0.48153393212293699 -0.25589234859845938
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 8 18 20 11 -5 10 -9 12 -8 17 15 16 -15 29 -3 -20 21 23 -23 24 25 -7 -26 -28 -29 -14
right_child=1 2 -4 4 -6 6 7 9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=-4.1009595551379696e-05 -6.3455857540506495e-05 -0.00012603113463400007 -0.00011740472622735007 3.5580302808458321e-06 -0.000267316127163915 -2.2354569036415572e-05 -0.00032421587706468768 0.00018660880009150414 9.3518203045860719e-05 -0.00063197425997547701 -0.00014810714118011894 -8.6227080010157895e-05 7.4906670858318662e-05 -0.00024988369325240004 -0.00072412270697647726 0.00068029697441159443 0.0011042610639054003 -0.0014306560755389566 2.1650238385333498e-05 -0.00030127341420174881 -0.00015933123233657272 0.00014153330770613564 -6.4310162679506136e-05 -0.00012680694766139936 -4.88443431876402e-05 -0.00082929023722661118 5.7457386630360976e-05 0.00038692501128914278 0.00010528547041022555 0.00039566447079130064
leaf_count=96477 36838 18141 8848 32197 1572 17734 1108 5681 29350 188 1209 32931 2197 1191 319 335 66 62 15086 1756 3412 18161 5478 4183 6303 205 12997 2292 3813 1801
internal_value=0 -0.00263988 0.00482109 0.00832662 0.0407405 -0.00573003 0.00917864 -0.0349229 0.04882 0.111814 0.132347 -0.0631292 0.0501386 0.116401 -0.0844966 0.0224631 -0.175645 0.20892 -0.0672755 -0.00732631 0.0363481 0.0435623 0.0990573 0.0161118 0.0314373 -0.031553 0.0743783 0.110933 0.218583 0.226914
internal_count=361931 265454 228616 219768 63119 156649 121666 47088 61547 7078 6890 40010 7079 5971 1911 1592 1257 4060 34983 16842 74578 71166 23639 47527 43344 17939 25405 19102 6105 3998
shrinkage=0.000980392


Tree=4277
num_leaves=31
num_cat=0
split_feature=1166 407 526 705 993 616 288 690 690 317 858 145 1457 726 1176 1315 1455 1457 499 221 1324 288 291 249 1108 879 360 570 1458 969
split_gain=18.9029 23.2273 21.5307 21.0177 23.1541 19.4087 18.9891 19.1101 19.2129 18.7121 19.2843 21.574 18.6755 25.0061 19.8923 22.0116 19.5324 26.7174 18.0127 24.8798 17.8254 17.8004 17.755 17.6562 19.9659 17.2217 18.7578 17.2137 17.1904 18.0783
threshold=-0.94772631485393388 -1.2965003005540392 2.3757057381457001 1.3183739815888758 -0.89727091510114898 1.0032126598012274 -0.25705749870285982 1.33559140221989 -2.1615548919543053 1.0000000180025095e-35 0.55350330389352487 2.3115003420585145 1.2916200332612386 1.0000000180025095e-35 -0.052307439497315623 0.32716166644083683 1.3837091346444212 2.6377270431544337 -0.19520356554257837 2.1776991875183893 0.26717198718394641 1.3541209352131345 -0.66302477895904299 1.3909056795740498 0.96340458116901284 1.9871359015858427 0.35808653461660328 0.61480477128909983 -0.008843535945590739 2.3899957799665392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 9 3 6 5 -5 18 8 -8 10 -2 -12 13 22 15 20 28 -18 -3 -20 21 25 -1 24 -21 26 -15 -4 29 -14
right_child=1 2 27 4 -6 -7 7 -9 -10 -11 11 -13 16 14 -16 -17 17 -19 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00013183421933601094 3.9935348427378986e-05 5.7638454858323203e-06 -8.5049506368304375e-05 0.00035878787622377583 4.9953981400050982e-05 -0.00041247600372970231 -0.00026577627210432069 -8.3636151414666772e-05 2.6261815546637226e-05 -0.00012524015562510209 -0.00019768594503103269 0.00051795466766143443 9.9232289913998354e-05 -7.8688715245192652e-05 -3.5367876259404855e-05 -0.00021939562779620046 0.00049988698988655115 -8.9166618098012829e-05 -7.7158554206660065e-05 0.00014996999512327695 -0.00014899386313862111 -0.0003628578845284035 -2.9116363979167892e-05 -0.00077143052731548612 0.00088626095480291451 0.00037456424426160424 0.0001501425107415894 -0.00044476981248883963 -7.9716715203116207e-05 0.00098827061974197006
leaf_count=6029 12732 37336 6413 1765 14230 208 1222 8828 114026 18698 3713 247 3530 9539 32422 14790 914 557 35077 1329 12927 1047 12445 83 164 1088 3520 1356 5593 103
internal_value=0 -0.00462633 0.00292514 0.00634829 0.0826645 0.302068 -9.17917e-05 0.0165149 0.0239996 -0.0673276 -0.00859196 -0.154813 -0.0447573 -0.057573 -0.0806389 -0.122993 0.0496919 0.277687 -0.0290872 -0.0649577 -0.082577 -0.0159791 0.0222263 0.190402 0.240303 0.00955992 -0.015625 -0.140732 0.00321741 0.136029
internal_count=361931 257427 222037 214268 16203 1973 198065 124076 115248 35390 16692 3960 104504 93807 75333 42911 10697 1471 73989 36653 28121 15194 18474 1576 1493 14147 13059 7769 9226 3633
shrinkage=0.000980392


Tree=4278
num_leaves=31
num_cat=0
split_feature=785 519 728 962 831 652 588 689 507 1002 727 382 789 689 430 726 590 752 51 18 1452 114 816 872 231 695 1462 590 900 945
split_gain=22.9233 17.8179 20.818 24.1267 25.1084 23.614 21.5937 26.0925 21.4558 20.6267 20.0459 21.9268 20.6757 19.5637 20.3169 19.9136 19.1032 18.8427 18.8391 18.6704 18.623 18.2724 18.2345 21.1738 18.1751 17.8841 18.4648 17.5112 20.9348 17.3303
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.3714217264408297 2.0523937188146193 -0.98896428961744431 2.250834115212506 1.0000000180025095e-35 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.1511195098725142 -1.2369097968503453 -2.5456679507321813 0.58895901036483078 -0.45388603942719924 1.0000000180025095e-35 0.22551069680440386 1.3895128202463656 3.7888525678453377 0.98567350059335823 3.0757328524286596 2.1922670578237957 -0.33888244088082226 0.10265607763050343 -0.67541201360492764 1.8636825236010697 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 27 22 -8 21 17 -3 12 24 14 19 -16 -17 -9 -18 -10 -6 25 23 -7 -12 26 -2 -4 -29 -5
right_child=1 10 3 29 20 6 7 9 13 -11 11 -13 -14 -15 15 16 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.3680604270324826e-05 -4.9627701238623205e-07 -3.9283095551304204e-05 0.0001596748909903825 -6.2684158044274917e-05 6.0277564875374916e-05 -6.5309907112633646e-05 -8.097092140673492e-05 -2.727861091305404e-05 -2.5772612966966898e-05 -4.8536531902023454e-05 0.0002569121725701965 -1.4236309553005849e-07 -6.9317033213312865e-05 -0.00013890353946941148 -0.00053482628953472461 0.00022210852481562132 9.6771858986926143e-05 0.0003125119876582125 -0.00052306777184297961 -0.00082133607572688991 0.00042750600985669692 -0.00089071858819051895 -1.7885343069086201e-06 0.0002081427383651764 -0.00033721132943916672 5.8246756373391767e-05 -0.00011565931861539501 -1.5031448774251488e-05 0.00024624051277893964 -0.00018817982209400348
leaf_count=29559 24042 9447 4224 32066 7167 131844 3753 1117 810 1709 5015 5700 1127 1511 186 6741 728 2782 345 210 661 109 30753 1275 229 14026 10475 19863 1494 12963
internal_value=0 -0.0205543 -0.0256906 -0.0358324 -0.0268035 -0.0323127 -0.0428031 0.0570205 0.0123527 0.149381 0.038601 0.0929896 0.177983 0.0999798 0.13608 0.169442 0.185243 0.23454 -0.0829254 -0.176054 0.0955795 -0.00920778 -0.0498814 -0.0631776 0.235389 -0.00697849 -0.0366081 0.0308542 0.00471866 -0.0985589
internal_count=361931 332372 310854 251671 206642 198814 173233 9361 59183 5608 21518 12071 6371 10531 9020 8000 7814 3899 1073 1020 7828 48652 163872 133119 5244 48543 34517 25581 21357 45029
shrinkage=0.000980392


Tree=4279
num_leaves=31
num_cat=0
split_feature=1426 1362 1233 1470 1380 1291 1457 1294 878 1466 761 21 1451 1463 1160 909 1466 1466 21 1464 85 621 557 972 283 961 561 496 128 1469
split_gain=10.7295 15.7095 16.8585 17.4659 19.9214 16.6391 22.754 20.063 22.1022 19.5253 22.2676 19.1732 20.5916 22.6354 18.8213 19.2429 18.812 21.2972 18.7111 20.1195 23.3955 19.635 18.6485 18.1664 18.3083 17.4722 20.5036 17.8339 17.4102 17.4696
threshold=1.0000000180025095e-35 1.0087403405179345 1.0000000180025095e-35 -1.3309395413702885 -0.60052543649482215 1.0000000180025095e-35 -0.2373401920639889 1.0000000180025095e-35 1.0000000180025095e-35 -0.34779812981506525 0.73539873755706153 -1.6471741456694959 1.1977780985919335 0.11958884464899855 1.0000000180025095e-35 2.4040715245911142 1.0579332057057322 0.048793375953514358 -0.32341995197817647 0.5641827225551368 -0.92126510300511755 -0.27941581933335918 -0.51055430723622885 -1.5128231685310169 -0.37008698426322723 1.8749154407417634 1.5915710535745504 -0.77016913426518785 1.0000000180025095e-35 2.1632063819094713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 11 -8 -9 10 18 16 14 -14 23 28 17 -2 19 25 21 22 -21 -13 -25 26 27 -7 29 -16
right_child=1 2 3 -5 -6 9 7 8 -10 -11 -12 12 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00029065511771227695 0.026808055339473131 -0.0036055445251554847 0.084693639321482939 -0.022153555083454086 -0.053900530697306021 -0.010986429429650214 0.0046980365581766412 -0.010344575445167703 0.002915513257818015 -0.0044987262131704403 -0.0069814683751817071 0.032570731998140916 -0.002567530871816011 -0.02589916773695804 0.0078031408433450918 -0.01933793596478375 0.064729042050557836 -0.03721819617734054 0.0065590330081783943 0.095264299137373776 0.0034180671963664633 0.0043439358196700022 0.019400555955108215 -0.00010430896475157513 -0.0094020748284515 -0.017125898184582166 -0.02214423506534674 0.0048006180716255687 -0.0014655003885979149 -0.01782999942237035
leaf_count=226490 266 17120 44 2369 39 2076 22266 3575 4155 28610 5157 236 1284 1028 6304 571 82 108 8437 106 1673 169 92 5973 7781 1795 1037 4696 8009 383
internal_value=0 -0.0215591 -0.0977444 -0.371078 0.804886 -0.0120465 0.0135347 0.0596329 -0.0482652 -0.0457998 0.00740095 -0.0314922 -0.0388068 -0.250153 -0.0209658 0.032113 0.441176 0.18034 0.0475834 -0.0280309 0.217741 0.788714 1.28055 -0.0913779 -0.102677 -0.0807011 -0.0285626 0.0178002 0.048112 0.129418
internal_count=361931 135441 19572 2452 83 115869 62021 29996 7730 53848 25238 32025 31569 2312 29257 15267 456 374 20081 11644 2040 367 198 13990 13754 9604 7809 6772 14696 6687
shrinkage=0.05


Tree=4280
num_leaves=31
num_cat=0
split_feature=785 728 784 852 1307 211 980 657 569 703 833 5 62 647 590 1022 146 462 706 1117 796 1224 1180 772 1315 1466 983 672 785 353
split_gain=21.5265 17.2047 19.238 17.9555 22.3157 19.6238 19.3048 18.9451 19.9559 20.8021 19.2556 18.0231 17.3402 17.2816 41.177 16.9248 17.7368 17.0716 24.2081 16.8674 16.6699 17.0587 17.1616 16.9886 18.4084 17.6103 19.0709 18.8662 16.5599 18.0422
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0747610123934368 1.3390041783085433 -0.62944366619299574 0.93965787111466315 2.2603408215975165 0.069179088922970394 1.2527926291041005 1.5919315457291203 -1.0821368227570305 0.22553477650581719 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 2.7503861831498626 3.5900732819318715 -1.7353186015506989 -1.2591097148690287 0.38087715954262297 1.9980862990756834 -0.98536440085365629 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 2.9970139449733542 2.5458802938288509
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 7 5 -5 -6 10 9 12 -4 -7 -9 14 20 16 17 -2 -19 -16 21 -3 -23 24 -22 -25 27 -27 -17 -30
right_child=1 13 3 4 6 11 -8 8 -10 -11 -12 -13 -14 -15 19 28 -18 18 -20 -21 23 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=4.5742059265288617e-05 -4.4143911173712193e-05 -0.00017830126455520057 9.4651618674009272e-06 3.5519233174357146e-06 -7.497323043175945e-05 -0.00031960274321453028 -0.0010548705344414686 -0.00062905357468014925 8.7563909244663137e-05 -0.0014103621938612052 0.00019561211566442469 0.00028619223975516754 -4.7080806395650121e-05 -5.5024546721292872e-05 -0.00068225318441165583 -4.8993377803938882e-06 0.00027506174386816504 0.0013212480466785687 -0.00067732403521698491 0.00042244872674250793 0.00023598643508986926 0.0029603051776716451 0.00036921600582971205 -0.00033204798831975126 0.0012477264139150899 0.00084286859911133355 -0.00062375842720341292 -0.00081306330226942492 0.00011239267928668528 0.0011773774750035301
leaf_count=29559 85846 3226 30451 2043 879 281 143 449 639 91 2818 3872 480 93730 93 98491 802 46 596 1291 381 23 134 540 130 229 100 58 4444 66
internal_value=0 -0.0165121 -0.00665359 0.0356713 0.133042 0.176056 -0.201012 0.014307 -0.21126 -0.398948 0.0261727 0.25877 -0.307061 -0.0463369 0.0751209 -0.0169892 -0.0437458 -0.0476065 -0.520316 0.380883 -0.0491015 -0.148453 0.816086 0.168547 0.520647 -0.0311506 0.340265 0.619926 0.0009067 0.133336
internal_count=361931 332372 232437 42146 7218 6196 1022 34928 1659 1020 33269 4153 929 99935 6205 190291 87290 86488 642 1384 4821 3383 157 1438 511 927 387 287 103001 4510
shrinkage=0.000980392


Tree=4281
num_leaves=31
num_cat=0
split_feature=1423 168 213 1251 78 424 422 411 139 57 125 1041 66 705 897 890 485 290 1385 1247 214 902 10 565 775 769 206 71 216 899
split_gain=10.6348 14.0417 15.7953 16.3583 17.544 15.0275 21.9132 18.5938 16.7006 16.0799 16.579 19.0812 17.1671 16.754 16.0816 15.3796 19.4767 15.0084 15.2495 15.008 16.9304 14.9221 28.3118 16.1057 15.4794 14.852 15.3849 14.7785 14.75 16.458
threshold=1.0000000180025095e-35 2.083638303870464 1.3396834584596313 -1.2639549161455863 1.6143735212988852 2.0951681415121222 -0.71336747667899381 0.29414524770716732 1.2968365391336458 1.4243427035504792 0.58518330826110332 -0.51972332061273974 0.63891358310822721 -0.54896079675470832 -0.70415662110721711 0.8108020320033037 1.2123738113654425 1.7169318248575132 0.46401348645816992 -0.50023208858849388 -0.84767029969991003 -0.67941778306161438 0.91340007343366203 0.080614096969673463 0.12201591955737161 1.1185211800238497 1.0000000180025095e-35 0.31185084419562897 0.9855569703347391 -0.13987086478033031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 19 9 15 8 -8 -2 11 21 25 14 -12 -7 -17 18 -15 -5 -21 22 -11 28 -25 26 -13 -20 29 -23
right_child=1 2 3 4 -6 6 7 -9 -10 10 13 12 -14 17 -16 16 -18 -19 27 20 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00012469401851156818 -0.0030226167315624622 0.0022370906612962428 -0.058119147915756092 -0.009445755017196307 0.083273077295694747 -0.01587407997912987 0.037582945762227267 0.0017852032221889109 -0.029022989413505309 -0.032891445393730623 0.041847032734460443 0.01591212265075077 -0.018138029444200843 0.040153698902467415 -0.044582425329996817 0.007869190242635174 0.11915225316348521 -0.011874581786530669 -0.018895709926986682 -0.023186785270934956 0.050862664532033086 0.034864041313954347 0.075950443078938334 0.014056867915453186 0.060502738939635675 -0.035992222970805204 -0.012040130378072882 0.038851557512321944 -0.05273181208905179 -0.010117763871696515
leaf_count=287068 63644 3852 34 168 57 1049 568 524 75 232 35 778 985 399 99 284 24 117 116 55 196 226 35 187 174 151 424 77 73 225
internal_value=0 -0.0314994 0.0982217 0.47866 0.58284 -0.041208 0.156908 0.36865 0.634159 -0.0485203 0.0861901 0.00559052 -0.118127 0.338889 -0.401107 -0.123371 0.375243 0.453907 0.581324 0.402726 0.731574 0.255499 -0.279161 0.392073 0.746341 0.051871 0.130891 0.103275 0.112781 0.251595
internal_count=361931 74863 4362 510 476 70501 2524 1167 643 67977 4333 3490 2338 843 134 1357 308 709 592 419 251 1152 267 885 361 1353 1202 193 524 451
shrinkage=0.05


Tree=4282
num_leaves=31
num_cat=0
split_feature=890 407 1235 795 705 660 50 56 706 139 570 417 208 54 774 728 1450 1428 208 520 1300 1451 966 1036 646 77 771 1048 1255 557
split_gain=21.2976 27.0506 21.4921 23.4264 26.308 22.5842 18.9502 24.7155 21.9872 23.2866 20.1813 20.5252 20.0949 19.3399 18.761 18.2847 19.0471 18.275 19.5854 18.1865 18.1059 18.0361 17.9997 17.8005 18.7825 21.2565 21.2541 18.8183 17.4526 27.2172
threshold=-1.0182342416987082 -1.2965003005540392 -1.24934742919911 -0.29258408639884992 1.2284335450172812 -0.72421686037558375 0.55630078546380823 0.58160213896575708 1.6587694671337185 -0.7911895199265091 0.52700440362983758 0.023175270913365822 -1.4799526193170462 2.0367191565872536 1.3233950244699619 -0.49008176997875957 1.5597835250428382 1.8149162610659533 2.168146901197614 0.36261737619423173 2.860759588134774 0.75140231727557782 -1.2407817427060326 -0.29188601114993928 0.52332193018248507 0.45853918248858322 2.3330150622409849 1.4443410095944018 1.0000000180025095e-35 1.1150237980918727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 21 23 4 5 15 7 8 12 -10 28 -12 -7 -14 -6 16 -4 18 -5 20 -17 -2 -8 -3 26 -26 -25 -27 -9 -30
right_child=1 2 3 17 14 6 22 10 9 -11 11 -13 13 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=-4.8357719180622571e-05 -9.6213749969797685e-05 -2.9959508382218464e-06 -7.5860843789507724e-06 -1.4232921863739284e-06 0.00015224014594465373 0.001091952332261902 -0.00026236571087915971 1.1419800004271769e-05 -0.00061156193407233862 0.00024919022318178977 -0.00041999472524067066 7.1109844422361339e-05 -5.147653501377057e-05 -0.00023165960538299875 -0.0003250062441626174 0.00015253525410410617 -0.00053178795522732273 -0.00013177533656159038 -0.00019228540763415269 -4.3641639197131185e-06 -0.00068688230928764713 5.4235306873263974e-05 8.4478261946201844e-05 -0.00022991479269893881 -0.00010697919326456426 0.00031191779118987169 0.00029603146071243775 0.0020942895877709561 0.00025724240783705252 -0.00026143606883139158
leaf_count=96477 31623 10612 3588 101903 10408 69 771 4483 219 2020 783 805 31719 3456 424 13829 331 6562 3093 5078 132 5215 12590 8811 1626 613 391 30 3760 510
internal_value=0 -0.00538482 0.00264364 0.00890601 0.0345971 0.0212177 -0.00191101 -0.0243412 -0.0541411 0.17851 0.0662377 -0.163019 -0.0678581 -0.0704719 0.137184 0.0788057 -0.0522112 -0.0129761 -0.00628866 0.10753 0.148286 -0.0720641 0.0679268 -0.0734521 -0.147187 0.055559 -0.202496 0.415114 0.105073 0.201448
internal_count=361931 265454 228616 206533 94975 84143 61185 47824 37483 2239 10341 1588 35244 35175 10832 22958 3919 111558 104996 19039 13961 36838 13361 22083 11471 2269 9202 643 8753 4270
shrinkage=0.000980392


Tree=4283
num_leaves=31
num_cat=0
split_feature=859 789 1470 561 401 701 418 284 130 817 1466 57 276 350 1469 140 69 1242 1113 471 1047 1465 488 922 141 977 140 152 384 14
split_gain=10.5425 19.369 16.7467 17.6826 16.0244 20.1173 18.6264 21.0902 18.179 20.1432 18.413 18.4863 18.3425 17.4311 17.2944 18.6835 16.955 16.3547 16.1325 19.7881 19.3861 18.4112 20.4592 18.3389 17.9626 18.7105 20.4574 20.3412 20.9695 25.3328
threshold=-0.54135187694831066 1.1248358748350926 -1.3545928909252491 2.2678428879541541 0.66778437295061321 -1.7736892129293305 -0.44161290622297827 2.0474105204368382 1.0000000180025095e-35 -0.5605470670690903 -0.24821896994650608 -0.67286866586032446 0.4623867627118704 1.8131338697715023 1.5966972016828689 -0.3403080764259076 1.1460634584172786 1.6331823629825686 -0.36787805263213708 2.9395468797111257 -0.49510581225210099 0.57942899407087378 -1.6100031616658061 1.0000000180025095e-35 0.1638831638281778 -0.11105839069593786 0.2555970187860872 1.5226079104182697 0.27686769752191315 -1.0678615338133792
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 17 -8 10 -10 14 -12 -11 -13 -6 -16 -17 -4 19 23 -20 22 -22 -7 -24 -26 27 28 29 -27
right_child=-2 -3 3 -5 8 18 7 -9 9 12 11 13 -14 -15 15 16 -18 -19 20 -21 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0098589698726809314 -0.00063549368725945377 -0.0035462477791365038 -0.0028482282160466124 -0.0078160790617550577 0.0047443194660939771 0.00081370182753988179 -0.0236071205045187 0.036728750426710942 0.0069596725184103165 -0.013063370089061201 0.0012362224574296581 0.016681211895806219 0.009448745020537502 -0.014558089455079646 0.0077290221342964059 -0.038700058420672846 0.032189389439267371 0.049377743076337709 -0.0041364058702027355 -0.024521893862435973 -0.039601757943136487 0.0074090029952082609 -0.0024189882609435896 0.0061954832762292746 -0.0024366448358474398 -0.053334679510391669 0.0026364554080410487 -0.016284104563594332 0.034001213256008071 0.01423842392958866
leaf_count=1566 244749 12559 1080 3259 5560 18016 1527 67 1876 2023 1542 3734 532 211 266 332 41 77 14555 346 268 5386 15538 15550 4193 101 4592 231 736 1418
internal_value=0 0.0144046 0.0248478 0.0287427 0.0337631 0.0195841 -0.193605 -0.389766 0.0947561 -0.0256198 0.137966 0.226315 -0.158009 0.300846 0.0569292 -0.282735 -0.599592 0.0272349 0.0258607 0.0635027 -0.00348562 0.0263259 0.000987563 0.0690863 0.00621374 0.0733045 0.142986 0.30482 0.369157 0.22091
internal_count=361931 117182 104623 103057 99798 83681 2751 1594 16117 4431 11686 5487 2555 3945 6199 639 373 1157 80930 33912 47018 32463 27077 33566 26809 11271 7078 2486 2255 1519
shrinkage=0.05


Tree=4284
num_leaves=31
num_cat=0
split_feature=785 728 784 1022 1016 747 657 921 775 14 726 1002 540 976 647 590 771 346 785 513 10 147 951 1450 1040 1252 1045 688 912 64
split_gain=20.7244 20.8332 20.0166 19.3332 21.8587 19.6725 18.8887 19.1268 21.4606 21.9617 20.8727 24.6706 23.481 22.1151 18.6615 43.0869 18.6491 18.4689 18.0103 18.0014 17.9318 17.7232 18.7758 19.0406 17.6033 18.7599 22.4925 17.496 17.1777 17.1153
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 6.1031850957970919 2.2603408215975165 0.62154522891879982 0.13281703179381904 -0.29015431142025017 1.0000000180025095e-35 0.69854289147193727 0.99026637822014563 -1.1340907276278103 -0.87782724458594241 0.58895901036483078 1.5773296200199145 -0.10706167744649044 2.9970139449733542 1.0454229551509682 1.1855328726172645 -0.7720652028296987 0.4454315257619969 -0.70617196192585163 -0.8740075305771694 0.033151818838889284 -0.38011598893678628 3.4596073120309021 -0.078185317478667166 0.58408534944085788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 16 7 8 9 -4 -9 12 20 -14 15 -3 17 24 -5 27 -12 -19 -23 -24 -2 -26 -27 -20 -15 -8
right_child=1 14 6 18 -6 -7 29 10 -10 -11 11 -13 13 28 -16 -17 -18 21 19 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=4.1642964714100534e-05 -0.00025886611023928776 -5.1932573741446832e-05 -2.2945759117289798e-05 -6.0492697679987653e-06 -1.7216927858283813e-05 0.00054884353135734411 -0.00010136454971811685 -9.3446887728347171e-05 -6.8899289551490863e-05 0.00011531733489945903 0.00033987622453302176 -0.00011374400660482631 -0.0011422351667482542 0.00034859503755177798 -6.1146873617914731e-05 0.00037916606530270542 -0.00052673790704417165 1.6080029529520741e-05 4.2493166807221174e-05 0.00039667075582683879 -6.9121496477144665e-05 -0.00029445092028687576 -0.00043798085607121308 2.3181940136903474e-05 3.5837115236825971e-05 -0.00029220949358326902 4.1298418535085644e-06 0.0012716943157552677 -0.0002225272583029858 -0.00074996527536548454
leaf_count=29559 3410 4821 10038 98491 45923 169 1706 1564 9589 12032 4404 1062 84 388 93730 1384 860 3172 3595 876 530 10299 839 2973 11986 3318 4341 39 508 241
internal_value=0 -0.0194549 -0.00861041 -0.0191424 -0.0476911 -0.0987651 0.0345354 0.045134 0.0192934 0.0568043 0.135177 0.18458 0.23895 -0.0570949 -0.0522222 0.0739236 -0.104433 -0.0961874 -1.59542e-05 0.138011 0.300999 -0.172589 -0.220516 -0.0698192 -0.0490453 -0.0232259 -0.134072 0.0633988 0.0330193 -0.171669
internal_count=361931 332372 232437 190291 87290 41367 42146 40199 31659 22070 8540 6976 5914 980 99935 6205 41198 40338 103001 4510 4934 17283 14111 3812 23055 19645 7659 3634 896 1947
shrinkage=0.000980392


Tree=4285
num_leaves=31
num_cat=0
split_feature=1467 1467 737 1466 1466 822 1457 561 50 608 282 1432 606 1391 1402 1452 769 21 608 809 1363 596 951 45 182 195 244 752 419 1176
split_gain=10.5493 38.7464 25.2156 24.3898 23.9564 21.3547 20.7357 19.4717 17.8164 17.6686 17.0112 18.4086 19.2849 21.592 20.1295 17.9878 17.535 16.8543 16.6429 29.1201 24.0624 28.0269 29.717 21.1184 19.5787 25.0094 20.0755 26.4334 39.5822 20.5278
threshold=1.4133641467104867 1.3517765213636805 0.52953867530939236 4.3648409664323795 1.2223366005631067 0.25342400762682576 -0.043924821398005055 0.072996575177237191 1.0000000180025095e-35 2.6393113403208122 1.4292410887909639 2.2009418148844504 1.2983214193172208 -0.3681747185858365 -0.70105836439328828 0.42195240976845833 1.4755384455164593 -3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.85969605735913768 0.4454315257619969 -0.4851739300165801 1.0000000180025095e-35 0.69976010066948824 -0.78587037464191989 -1.385907308364305 -0.11647366754994258 -1.1978037943897715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 10 5 6 9 -3 -6 -8 -4 11 12 -2 14 -14 16 -15 -1 19 20 21 22 -19 -24 26 -26 27 28 -25 -29
right_child=2 4 3 -5 7 -7 8 -9 -10 -11 -12 -13 13 15 -16 -17 -18 18 -20 -21 -22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=0.018575172623346525 -0.0010721129078060442 -0.045332615683312365 0.013875805391004534 -0.023175593059586129 0.03620691906887618 -0.0046833254871148497 0.002808670011640528 -0.031299224081011545 -0.026485695571012175 -0.03752361042362555 -0.011942994582818254 0.018402167836578772 0.038283761295388775 0.032977542824190874 -0.017901688719400146 -0.00076541499993136261 -0.057572849309533582 -0.0073570026364980015 0.00040131851500489605 5.7845208851003365e-05 -0.0082954666276216695 0.0033931722339536128 -0.0051851724923446035 0.042268712656136492 0.0028367916143095563 -0.021557972600326655 0.0052972356564374243 0.10204835398868957 0.38101139953566293 0.017727836783687598
leaf_count=627 16178 440 4665 296 158 1351 488 93 675 74 1565 768 91 696 427 347 28 28427 176725 81839 18565 10853 7977 35 2808 831 3898 64 20 922
internal_value=0 -0.0072404 0.0406795 0.164943 -0.343451 0.196497 -0.452801 0.299409 -0.295931 0.25934 -4.56461e-05 0.0189355 0.0037677 0.233371 -0.144621 0.406668 0.59528 -0.0052835 -0.00604748 -0.0262854 -0.0705599 -0.0430428 -0.07855 0.0018145 0.0824356 -0.0564563 0.182604 0.502903 3.07071 0.437706
internal_count=361931 335445 26486 6386 1854 6090 1603 251 1163 4739 20100 18535 17767 1589 518 1071 724 333591 332964 156239 74400 55835 44982 16555 8578 3639 4939 1041 55 986
shrinkage=0.05


Tree=4286
num_leaves=31
num_cat=0
split_feature=129 1469 160 140 1002 1316 627 1051 614 1313 1248 500 638 501 7 1462 1466 692 284 1211 966 1075 1324 207 250 357 294 565 12 350
split_gain=10.6122 13.7583 18.1956 15.4453 15.3099 14.247 18.8151 13.9115 13.7002 20.308 15.5516 17.1492 18.4285 19.1727 18.2 15.7654 20.256 15.9083 16.3306 21.7414 15.7621 17.6899 17.3622 15.9519 16.4187 18.6797 17.104 15.4287 15.9564 19.6283
threshold=1.0000000180025095e-35 -1.3263328046252252 0.62716208339546164 1.0424973368224395 -0.83616113230718914 -1.0443031472323452 -0.96779742451401163 0.7745429757717317 -0.75411934043310735 -0.38844865079335628 -0.28118332341930491 -0.40207465593428227 -0.44709190212553879 2.1413696499904131 -1.3443557423761756 1.6339883324580875 -0.18022961856084521 2.4305495817850997 1.9482912773890952 -0.66207663790541404 -1.0289536892843025 0.50369288897393738 -1.8369238587703975 -1.2814061070344589 2.3830609921859591 -1.1830908951918688 -0.059108009099456869 0.57102746631496937 -0.90285192091445121 0.82823963328188088
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 9 10 11 -3 -13 14 -14 17 -17 18 -12 -20 -16 23 -23 -22 25 26 -25 -10 29 -29
right_child=1 8 -4 -5 5 7 -8 -9 27 -11 15 12 13 -15 20 16 -18 -19 19 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=5.8494626853436047e-05 -0.017331798061899092 -0.0066589152282535789 -0.035511158535269559 -0.022625739674515064 0.064194529747500617 0.042389869863681359 -0.050001555293989731 -0.0058973335144433224 -0.0026202259993581526 -0.010226650716410176 -0.013844156878687947 -0.003754704124456291 -0.042112565833043833 -0.030017592235833824 -0.0045252408669678775 0.081763589807546388 -0.0072152208083955992 0.072714323873765821 0.11231082330164362 -0.0052250031601721834 -0.0080800601233988415 0.11826871177565688 -0.043679003446497583 0.15390865884014693 0.18342900398923601 0.041636972433422251 0.011015129036484935 0.022481423075867077 0.001308208057600917 -0.02306591645455745
leaf_count=313844 120 1389 104 107 25 400 66 80 22318 9550 3445 850 77 278 305 77 117 36 31 83 175 21 155 49 26 913 53 1144 5897 196
internal_value=0 -0.0402491 0.223635 0.325058 0.439684 0.568604 -0.289657 0.696539 -0.0477615 -0.118568 0.00288974 0.133833 0.284321 0.47217 0.571892 -0.144445 0.603129 -0.200044 -0.227281 0.720614 0.650362 0.787278 -0.354489 0.905412 1.0312 0.972644 2.25633 -0.0190886 0.0773288 0.330168
internal_count=361931 48087 902 798 691 571 91 480 47185 17630 8080 4291 2902 2052 1774 3789 194 3595 3559 114 1697 1392 176 1216 1041 1015 102 29555 7237 1340
shrinkage=0.05


Tree=4287
num_leaves=31
num_cat=0
split_feature=184 685 1094 29 414 1375 544 284 967 58 690 1260 291 954 1314 1188 15 116 71 1309 1242 1245 701 1247 1176 207 1260 276 422 846
split_gain=10.5384 14.2956 17.2656 21.2457 16.2069 15.8151 15.6327 15.4756 17.0014 16.2915 20.311 16.0175 19.5267 18.6954 18.2247 18.3613 17.4583 17.1687 16.8841 16.7718 15.3945 21.0969 14.9549 14.1601 16.4756 16.0007 14.8618 15.7249 17.9836 17.2703
threshold=1.384368771371848 0.58104764358843186 2.9878277854369757 1.7096105434966007 0.90102144693830299 1.0000000180025095e-35 1.3187279471247144 0.36238338862520991 1.4561822229935368 0.73855698839655315 -0.84388012754224262 -0.30391313594585634 1.2284634863095516 0.34985508981269864 0.25967961430185088 1.5718501664137496 -2.173595503001144 1.0000000180025095e-35 -0.23638853008227859 1.3388889050440367 1.5610781113963446 -0.96241717705213381 -0.39213225951730596 -0.37178134402878943 2.7398399255530461 1.4679891742107083 0.035639444022175365 -0.4878346504697913 -0.22007125463320706 -0.62491705637935346
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 20 11 -9 -10 -11 16 13 23 15 17 -2 22 -17 -14 -3 -22 -15 24 26 -25 -13 28 -28 -30
right_child=1 6 3 -5 -6 -7 -8 8 9 10 -12 12 19 14 -16 18 -18 -19 -20 -21 21 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=2.4491582293256154e-05 0.034982161263582903 -0.0073748171916948949 -0.050261580729447801 0.17885251723335902 0.10490800451553416 0.048840847241451504 -0.024097399621232102 0.005076719707333483 -0.027413794478018061 0.12391398679204631 -0.0089989953609989123 -0.014980741730159586 0.012587873704437844 -0.057470138954662409 -0.0093078286264213009 0.014484669880951007 -0.0082072423084407348 0.020351349935984243 0.076922353014153469 0.077475826530950698 0.062617228946804979 -0.0026386501453354002 0.00065427542158935951 -0.013912636542882368 0.089354219391691969 0.020169747427305505 0.035260488269514216 -0.0055448504719298177 0.032633012811395398 -0.020708537677730211
leaf_count=327143 153 5567 132 25 44 59 1015 6441 563 22 73 957 971 140 670 138 9423 848 103 48 119 255 395 3819 34 354 632 1299 148 341
internal_value=0 -0.0482764 -0.0222763 0.831825 0.502857 0.0192729 -0.163044 -0.0274517 0.0679948 -0.360972 0.654039 -0.0692142 0.00563324 -0.0360995 0.159733 0.310453 -0.148453 0.182685 0.900665 0.342532 -0.107646 0.404758 -0.19966 -0.113352 0.0277537 -0.226592 0.00401835 0.12975 0.36711 -0.0166733
internal_count=361931 34788 27832 260 235 191 6956 27572 7099 658 95 20473 10897 9878 2294 1624 9576 1383 241 1019 5941 374 535 7584 3411 4173 3377 2420 1121 489
shrinkage=0.05


Tree=4288
num_leaves=31
num_cat=0
split_feature=785 713 728 784 921 726 647 590 1002 209 730 783 487 290 353 514 909 912 1117 982 691 143 351 29 10 570 636 50 1047 759
split_gain=26.1294 18.47 18.2147 22.3894 19.5537 21.8254 18.5244 41.1528 17.4868 20.8112 17.2958 24.0972 22.075 20.8076 19.1249 18.8874 18.606 18.0117 16.7053 16.6777 17.1428 16.8494 16.6138 16.5799 16.8037 16.2515 18.8588 17.6102 17.735 17.9363
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.69854289147193727 0.23696906566319156 -0.33215574005720661 1.1155635910225459 -0.5841843363838235 -0.9303161640735903 -1.0945823271044892 1.2394703555346365 0.83249615684863543 1.0000000180025095e-35 -1.2591097148690287 0.37516378823913615 -0.25709740067490466 0.40764288614451222 2.0347385979342092 0.82152675923177465 -0.43543206165028031 -0.48460852809644533 2.4129057422810987 1.4829784501753427 -1.0794544675301283 1.4616517543220227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 10 19 7 22 -7 -10 11 15 13 -12 -14 -5 -15 -16 -9 20 -6 -21 -4 24 -17 -8 27 -27 -29 -30
right_child=2 -3 6 4 5 8 25 18 9 -11 12 -13 14 16 17 23 -18 -19 -20 21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00012169149269352465 -1.9502311702598334e-05 6.7164735680322199e-05 -2.3754386602953586e-05 4.204608704806942e-05 -0.00023804179192209732 0.00023095349496914509 -1.407171425331288e-05 -0.00067721509758987195 -0.00039395703410255055 0.00022091902568759545 -0.000156937610268794 -6.1357831434363498e-05 -0.00036247871956079122 0.00022817099767020251 0.00015435753759867148 0.00019218320362024869 0.00069438475894046498 -0.0001100453289648598 0.00042338263871020255 -0.00094173117955465046 0.00031054781066815857 0.00011433803974056784 -0.00093757265720376831 -0.00021847013770033167 0.00080303204621940522 -0.00010507493219828223 0.00033911507479927557 0.00054034990087148003 -4.4344766636189164e-05 0.00044996808264959352
leaf_count=3144 190291 26415 4669 6880 564 5292 33370 93 477 481 578 17685 764 2123 3121 431 393 1966 1291 224 447 110 152 225 385 55011 602 379 3990 378
internal_value=0 0.0507211 -0.0188922 -0.0087461 0.0369196 0.134778 -0.0495589 0.0762555 0.187147 -0.076922 0.013766 -0.0162256 0.0963999 0.238668 0.0129073 0.0852882 0.314592 0.0555857 0.382085 -0.11762 0.0118349 -0.571675 -0.0479744 0.362775 0.495832 -0.059676 -0.086296 -0.091438 0.0419884 0.00262316
internal_count=361931 29559 332372 232437 42146 7595 99935 6205 6250 958 34551 25606 8945 3094 5851 7921 2516 5087 1384 1345 1011 334 4821 1041 816 93730 60360 59758 4747 4368
shrinkage=0.000980392


Tree=4289
num_leaves=31
num_cat=0
split_feature=1235 705 1464 1464 1467 21 1464 565 1152 1469 1452 1458 1464 1470 1012 1453 1452 1243 1449 75 1231 1465 1458 1457 1457 413 9 1470 1469 898
split_gain=23.1196 25.6617 25.2807 43.4124 24.0998 24.0024 22.0121 21.87 21.5475 20.9321 56.8799 37.4962 32.3042 28.8833 23.7996 23.4559 27.4676 25.0818 23.927 23.7859 23.0019 22.6298 21.8029 34.7921 40.8165 29.3334 23.4653 23.0648 22.8886 21.8945
threshold=-0.94625487755706195 0.87723755459486374 0.32487369541553784 0.35193241984319928 4.0242090356330973 0.2439032738895319 0.36705918647655594 -1.8945369960815635 3.5455509007963313 0.26697426476209379 0.38614139544283571 -0.71693843586677841 0.0086554168877801384 0.88064864201853632 1.0000000180025095e-35 -0.13332918316212281 -0.049547816776096786 -0.62618249943469795 -0.46216742339022565 -0.14401965791777693 1.0000000180025095e-35 -0.24758448501956196 -0.68909410285287098 -0.29762823873573524 -0.49579046051839853 1.4900189417374425 0.27193553662115127 0.99891538979333971 0.75480161440166815 0.10573717130830344
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 5 8 -4 -5 -2 -1 -9 11 12 14 21 15 16 18 -17 -11 -20 -19 -12 23 24 25 27 28 -13 -26 -29
right_child=1 -3 3 6 -6 -7 -8 9 -10 10 13 22 -14 -15 -16 17 -18 20 19 -21 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-5.1314756479651988e-05 -0.00031874141594929068 3.4267137884873037e-05 0.00013359223116387231 -0.00074774135388152099 0.00028351207644654135 0.00054954190140132594 1.1089500537804836e-05 -9.9227647525227889e-06 -0.00061751887682419762 0.00046265051466559996 -0.00042477374635680311 -0.00070359972616270577 -0.00027962108228029588 0.00060514479946307208 -4.9055221187545863e-05 -3.2616301373325534e-05 -0.0003537467529559245 0.00036150012817615904 0.0002770289894282833 -0.00026714244361547638 0.0009563877579993284 -0.00011113773613383691 -6.0444846610997554e-05 -0.00077254945140645755 -2.2102658627263294e-06 0.0010842040986072205 -0.00050312339223809223 -0.00015045294730724738 0.002043144379871624 0.0021678126280980864
leaf_count=102775 1915 57590 1903 226 989 929 46857 90277 624 1053 5198 491 1084 210 2538 419 589 810 911 776 470 1867 40439 688 33 54 46 74 73 23
internal_value=0 -0.00588117 -0.0186687 0.0247109 -0.050206 0.291404 0.00824475 -0.0342406 -0.0547955 -0.0315104 -0.0673797 -0.0425429 0.0973202 -0.292085 0.150578 0.235812 0.118975 0.441331 0.210899 0.035499 0.590599 -0.323398 -0.071755 -0.356065 -0.0468244 -0.319013 0.941051 -0.491997 1.43315 0.471066
internal_count=361931 257543 199953 49915 104388 2832 47083 150038 103399 148123 57846 50571 8650 7275 7566 5028 3329 1699 2740 1687 1280 7065 41921 1482 794 642 152 588 106 97
shrinkage=0.000980392


Tree=4290
num_leaves=31
num_cat=0
split_feature=50 56 1470 154 558 84 705 1115 424 885 651 363 729 982 902 1386 7 1043 1183 18 774 424 1105 622 980 42 1396 911 565 116
split_gain=10.6413 19.8832 14.699 14.518 15.1925 18.9662 15.1567 16.0546 15.2965 14.307 14.5233 14.2094 13.8921 15.0271 19.4758 16.1897 15.9368 19.5722 20.4459 16.8964 22.5482 19.5415 15.9968 15.8865 15.6391 15.6209 17.9629 21.1191 16.7211 15.4982
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 2.5624123552414226 0.2016449284396552 -0.14808380635588747 -0.16350178287644565 -0.69936211058228548 0.44612018034046902 6.7447596507476248 1.1107569744011787 -1.0947813320399771 0.75637635299260908 0.64087575731051183 2.5980952871307124 -1.0303515936594041 1.5102939481371671 1.3706981518007484 -0.63602283583985464 0.11515854379973481 1.479677659778263 -0.45458264627774353 -0.35907904216336095 2.1723923655568358 1.7989055305887349 2.1588699350178979 0.13420168217703987 1.1364642170254908 0.1076093283097815 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -6 10 -4 -3 -2 25 16 -16 23 19 -19 24 21 22 -21 -15 -18 -14 27 -27 -29 -17
right_child=12 11 9 -5 6 -7 -8 -9 -10 -11 -12 -13 13 14 15 29 17 18 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.019057863446815364 0.0009479735654519309 -0.012995047725883014 -0.0041098134472010127 -0.02601142826755224 -0.070294738140851326 0.011963840981759837 -0.019445010840646863 0.049767781254464988 0.051215472026213016 0.041401862976065941 0.0021331101848895816 0.00022822345812707271 -0.0025645744050214504 0.0010292064246015613 0.066390181739399576 -0.022216029463720463 -0.0025562787225759855 -0.033246965446314836 0.093370191473486394 0.0094523781968100309 0.18383164319259584 -0.0056442717771557314 0.11618681826801192 -0.027722001015963671 0.098284118710924198 -0.0094138626313460105 0.029044301933808022 -0.0093939959811487044 0.090243098133985331 0.034681152169343518
leaf_count=369 135349 1342 66084 160 37 892 73 220 20 62 6175 89115 47620 11416 120 119 738 28 65 39 20 134 48 374 20 607 418 38 43 186
internal_value=0 -0.0190957 -0.0568042 0.138567 0.198222 0.0813364 0.581933 0.779323 -0.351316 -0.0650974 -0.0669381 0.00131839 0.00720514 -0.0238655 0.0469422 0.563181 0.0307415 0.328764 1.3019 0.207766 0.816479 0.590272 1.45076 0.00705721 0.0200125 -0.0441925 0.22707 -0.01834 0.99906 0.264356
internal_count=361931 164549 74092 1771 1611 1261 350 277 57 72321 72259 90457 197382 62033 13307 425 12882 1092 93 999 241 221 87 11790 758 48726 1106 688 81 305
shrinkage=0.05


Tree=4291
num_leaves=31
num_cat=0
split_feature=785 21 705 787 588 973 333 989 845 376 12 628 1050 762 624 1300 900 563 495 146 1450 1243 1104 837 1115 349 81 793 489 182
split_gain=10.7552 12.2908 17.6408 18.2358 17.3276 20.1116 17.0282 16.5882 17.4834 21.3124 19.5746 18.3381 17.6534 20.1044 17.5782 19.6828 21.4216 21.2041 21.0963 19.3194 19.2712 20.9143 19.0282 18.8571 17.9771 18.0949 17.3679 17.2646 18.7279 17.5663
threshold=-0.86283290253235112 -0.70163543588998201 0.86867179873090239 3.2988937621060916 2.250834115212506 -0.6189468215045022 4.2911189720667915 0.70096181329179597 -0.29347256795238547 1.8828081291110934 -1.0423533498886715 2.2262810358521508 0.4794541947803887 1.7577789396026715 0.62468339174813969 1.7932276984646622 -1.4286078389683545 1.5951592474143845 -0.57143489113778978 -0.90897967750811581 -0.66187695042939276 -0.43072664397566801 0.024147432464037718 1.0000000180025095e-35 1.7199212355590803 -0.015804912304321302 -0.92328623348401984 -0.93709527067116338 -0.92922520986768464 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 8 9 12 -11 14 26 -14 15 16 -10 20 19 -17 21 23 -21 -18 -22 -26 -4 -12 -29 -30
right_child=1 2 3 -5 5 -7 -8 -9 11 10 27 -13 13 -15 -16 18 17 -19 -20 22 24 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0018743528211014504 0.00088905069908847261 -0.0013620811551906115 -0.010070967993293505 -0.01337213565688157 -0.0023865246830153388 0.014142173185223379 -0.029754262813014999 -0.0066242866246245665 -0.024224904955469521 -0.045052858174551146 0.063550712821461811 -0.024639258060844108 -0.0034315226906617095 0.019050730949742772 -0.0067051754114881212 0.10470199622473052 0.002087099920348934 0.016758045478535627 0.0077853663328132433 -0.014516577867132186 -0.0017359598746412787 -0.00050750859004243098 0.060316248541485706 0.028037777384991198 -0.042816866613699496 0.0056836408263088358 0.0059120475094767994 -0.023836002571581874 0.028990583219701296 0.0066184007981925363
leaf_count=29559 91008 187889 1194 1269 1238 2279 256 3856 712 89 81 560 6752 474 4411 55 568 965 930 94 9787 2163 90 808 320 173 12461 202 797 891
internal_value=0 -0.00739676 -0.0158173 0.0197268 0.0257364 0.16646 0.0138398 0.01677 0.0284717 0.0702317 0.286979 -0.0190646 0.0492593 -0.0370777 -0.00966595 0.0253115 0.0038116 0.0187574 0.315709 0.922444 -0.00477324 0.140504 0.558819 0.34491 -0.0548132 -0.508548 0.0970905 0.326812 0.281125 0.345859
internal_count=361931 332372 241364 53475 52206 3517 48689 48433 44577 22941 2060 21636 20881 7226 21076 16665 15496 14784 1169 239 13819 3539 184 1376 10280 493 13655 1971 1890 1688
shrinkage=0.05


Tree=4292
num_leaves=31
num_cat=0
split_feature=1430 1298 1444 1469 1470 1457 395 1053 704 81 147 146 1170 1450 651 1300 1078 995 139 424 672 1319 470 1437 496 980 841 356 702 478
split_gain=10.5029 18.9367 19.2221 18.281 21.0693 39.9429 21.8059 19.3852 19.07 18.8048 18.1582 22.9681 20.3522 19.0552 17.5484 17.4165 17.4049 17.3203 19.5999 17.7953 17.3063 17.7321 16.9467 16.8295 16.7962 18.3908 18.2957 17.9328 16.5135 22.3155
threshold=0.54622893720785959 1.0000000180025095e-35 0.61050815248025436 -1.1374964112163577 1.0659332135323951 -0.41601755557204428 1.0000000180025095e-35 0.31125440181491054 -1.1956137993399691 0.27092051566662828 -0.70703087894606409 0.76535281534010979 0.28422868068270624 0.59805824800929819 1.1107569744011787 3.9282914778048852 2.3773680579807461 1.2752139880854652 -0.68371759041605995 -0.31118717139325197 -0.65546635319905777 -1.9061454630617805 1.0000000180025095e-35 1.4266783389745494 0.93626739886151289 -0.51821256533897497 2.5122659814280346 -0.75392371411551129 2.2275443133153514 0.54569065282110529
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 6 7 8 17 -5 -8 11 13 -13 -7 -2 -11 -1 19 -19 -6 -16 -22 -15 -12 26 -26 -10 -27 -3 -30
right_child=14 28 -4 4 5 10 9 -9 24 15 23 12 -14 22 20 -17 -18 18 -20 -21 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.0031797078526765777 0.001543678456420543 0.00045268302105316963 -0.0062906907218496094 -0.015616935933623684 0.0071013448651281452 -0.016052072746749965 -0.0012530861302336627 -0.015465070103457719 -0.0010974985424716626 0.0045845946227182754 -0.015479384850250924 -0.010418365603098062 0.050364651180517139 0.10918312425585552 -0.0089680454929742786 -0.060793493467225151 -0.027211576759695728 0.055341207743131032 0.0095521360529261298 -0.0092653781497912379 0.035579098325355378 -0.0007495441986040117 -0.0289426199228652 -0.03903366604383024 -0.019695959697644132 -0.024687172395303145 -0.028564142469525419 -0.0002021934016384801 -0.01146535823036901 0.016355468617940943
leaf_count=13027 73671 148946 17393 4101 2419 1125 25162 1387 31499 12525 4725 166 169 38 4098 63 381 200 819 2109 135 7143 26 586 2299 718 534 3206 2776 485
internal_value=0 -0.0108149 -0.0356758 -0.0241674 -0.0386874 -0.13721 -0.0232069 0.00227596 -0.0705118 0.015405 -0.289866 -0.0358033 0.508477 -0.232926 0.0182313 0.0861014 0.0524519 0.0657493 0.387978 -0.000259563 -0.0636655 0.00233216 1.14311 -0.369665 -0.0558138 -0.184339 -0.0299759 -0.0806881 0.00543067 -0.155304
internal_count=361931 276884 124677 107284 93876 13769 80107 6934 42357 37750 6835 1524 335 1189 85047 12588 13408 5547 1019 4528 11376 7278 64 5311 38256 6223 32033 3924 152207 3261
shrinkage=0.05


Tree=4293
num_leaves=31
num_cat=0
split_feature=1371 1457 706 217 490 899 979 74 359 1386 205 1248 419 1331 1322 1312 1320 697 973 6 1042 785 120 404 1160 804 84 1217 1184 920
split_gain=10.4231 11.4736 12.7227 16.8536 13.0719 12.5528 14.0502 16.4996 15.5321 14.8981 14.5513 13.5973 11.8357 11.5656 12.8769 18.3404 17.1826 12.0602 11.1895 11.1545 11.906 10.9481 11.8907 19.0138 22.0707 17.3358 17.0605 16.7194 18.0251 16.4082
threshold=3.4357416210103824 -0.29043123479038785 -1.7785003835950299 -0.84900707742586101 2.8637402863248949 0.40200994164634446 0.439274493460797 -0.029256658951125249 0.56929960412533165 1.0717385563964326 2.3779744942080177 0.17306604509923731 0.03458625151706874 -0.28762857298921035 -0.14076420486793959 0.058787711525175125 0.29640780048743204 -1.0154782037022598 -0.28740201468237386 0.64212343684478757 0.010296678848770292 -0.86283290253235112 1.0000000180025095e-35 0.76881834321921005 1.6806596530386535 0.45538871002063286 -1.1897977875694565 1.9780750160580907 1.8375272406109393 -0.83967173534858641
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 -2 -4 -5 6 10 9 -9 11 13 -8 -7 17 15 16 18 -3 -15 20 -17 -1 -23 27 25 -25 -26 -24 29 -29
right_child=1 5 3 4 -6 12 7 8 -10 -11 -12 -13 -14 14 -16 19 -18 -19 -20 -21 -22 22 23 24 26 -27 -28 28 -30 -31
leaf_value=0.0019730226883920266 0.026292257111309517 0.025322220677502384 -0.04626985885320848 -0.013196318275046829 0.10356459871327228 -0.039929334335620716 0.025324610082045146 -0.029595403567605524 0.071453292045403308 -0.059265163842593449 0.058380576061790514 0.090362299995281392 0.00041954735763086458 -0.021250896939733126 -0.02024788067220671 0.057897651937419081 -0.061577298071683322 -0.036057775285201467 0.059285709927626912 0.11057210412218327 -0.040879507202317547 0.00022707766242601303 -0.00096650060379645469 -0.0036177874723900879 0.044609985500291806 -0.012397239260765389 0.0047692170216984686 0.028054676706054677 -0.032215683246959115 0.0052796056881414906
leaf_count=29307 124 94 410 1693 21 339 115 145 29 37 44 92 311 60 315 81 107 431 69 46 81 201570 99205 17319 192 4836 772 419 177 3490
internal_value=0 -0.145063 -0.303695 -0.367289 -0.232476 -0.0037886 0.12744 0.546783 -0.136672 0.971199 -0.0422527 1.16807 -0.357025 -0.127815 0.114685 0.42944 -0.130866 -0.491103 0.454747 1.09704 0.649653 -0.00180295 -0.00599378 -0.0256316 -0.0971865 -0.116901 0.260066 -0.0123901 0.129879 0.15944
internal_count=361931 4644 2248 2124 1714 2396 1746 418 174 244 1328 207 650 1284 759 444 236 525 129 208 162 357287 327980 126410 23119 22155 964 103291 4086 3909
shrinkage=0.05


Tree=4294
num_leaves=31
num_cat=0
split_feature=43 1453 1466 197 1459 1453 1385 1436 1159 63 1318 774 777 81 749 16 138 695 1470 1313 703 1087 77 1165 1260 563 562 1116 558 1417
split_gain=10.3769 13.0987 22.3814 25.8187 23.6222 18.2927 17.4583 16.8345 16.0196 22.7158 17.2527 16.4246 15.5139 15.1998 15.1963 15.0674 16.0314 14.6653 14.3889 16.6086 14.2402 14.2281 21.9759 15.2216 16.8211 14.1924 22.8128 20.2869 17.6885 14.1808
threshold=1.0000000180025095e-35 1.2041679343814773 -0.29222153102773374 1.0000000180025095e-35 5.2231851033232575 2.5215447631324701 -0.83148835040635605 0.60428344764309971 1.0000000180025095e-35 0.49708519682525326 -1.0124573019964622 -0.37203477675342628 5.3743551052723406 -0.39916216024567991 1.0000000180025095e-35 -0.73456591502106916 0.35527706441243739 -0.3285068501108962 -0.9524859484909175 0.54588968893869938 1.7275538151054526 2.3155123429949773 -1.8460912806172705 3.9888208952387969 -0.74533148990429765 -0.2125487325616901 -0.63888605681710853 -1.1735571627208674 -1.2992150648247931 0.3741821879220294
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 6 5 7 -3 20 10 -10 -8 -11 21 -5 -12 29 17 -17 -7 -20 -4 23 -23 -2 -25 27 -27 28 -24 -9
right_child=1 2 4 13 -6 18 8 15 9 11 14 -13 -14 -15 -16 16 -18 -19 19 -21 -22 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.00014895905187134494 -0.0025186425572299464 -0.025559724578857829 0.022096848996557193 -0.0054053021762998001 -0.041736984261595465 0.011208552080970574 -0.036568539553692617 -0.049083467872898419 -0.018242531433685424 0.089752379006807492 0.048457835655052982 0.0057064772106941849 -0.04125034806410513 -0.031674688353680834 -0.0011221048583147184 0.05053450477011974 -0.032016545035334132 0.0019304783302240857 -0.031209677271194714 0.014313005054599565 -0.02803142287770137 0.070551931136858245 0.13416345318549708 -0.065195609423735118 0.047018520676581882 -0.015419965503713693 0.023652163909590108 -0.014016607270803045 0.010303893581589951 0.032082156384750808
leaf_count=287154 65213 243 2081 804 136 450 55 146 364 45 299 81 317 662 137 119 104 199 377 151 86 74 36 31 153 359 948 987 87 33
internal_value=0 -0.0309085 0.0700797 -0.10983 0.178356 0.210864 0.141824 0.307788 0.269334 -0.040194 0.564374 0.77714 -0.0428111 -0.347498 0.71263 -0.03074 0.192261 0.424482 -0.0607074 -0.337023 0.404881 -0.0407765 0.15969 -0.0480762 0.658389 0.108281 0.276444 -0.148925 1.04119 -0.622621
internal_count=361931 74777 6572 2690 3882 3746 1224 2768 981 490 491 126 68205 1466 436 601 422 318 978 528 2167 67888 2491 65397 184 2417 1307 1110 123 179
shrinkage=0.05


Tree=4295
num_leaves=31
num_cat=0
split_feature=545 1442 322 705 912 974 1047 954 153 484 772 788 497 623 18 417 671 959 145 644 153 206 1469 280 1381 487 429 1117 556 1218
split_gain=17.8818 20.4019 20.1189 20.0438 20.1548 19.4387 20.8478 20.3984 18.828 18.6898 18.3944 21.8805 19.996 18.3839 18.3668 17.5602 19.6164 20.0587 18.7874 18.7673 18.5482 18.4211 17.6115 19.5017 19.7138 22.2902 22.8532 17.5775 17.532 17.4221
threshold=-1.0372938969678034 -1.2625182715263061 1.0000000180025095e-35 1.3612027609086828 -1.8053664850396696 -0.56489514034160759 -0.56113390889368597 1.6276177283287072 -2.0379534282511709 -0.82423719548804641 0.12176606021479949 1.7074187375765932 1.461728259125324 -0.024657624075993714 -0.55075962088361263 -0.4454548168676809 2.6425086185778714 -1.2907225086880219 -1.8154947784468167 1.0000000180025095e-35 -0.026001783483987188 -0.67234590578873088 0.26697426476209379 -1.3466882890892022 -0.67624471402884234 0.83896565908221921 -0.6012677133252321 1.5212123458070725 1.3216179958041752 -0.45767874637388051
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 13 -5 6 -6 8 -7 -2 11 28 -12 -3 -13 19 17 20 -19 27 -17 -20 -23 -24 25 26 -25 -15 -10 -4
right_child=1 3 29 4 5 7 -8 -9 10 -11 12 14 -14 15 -16 16 -18 18 21 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.2030172727537665e-05 0.000129433454911932 -2.1154149290400047e-05 -0.00024541105938852639 -0.00044608162073173823 1.580558605192863e-05 -0.0012407957122571045 0.0003122298628897034 -0.00018074594693094433 0.00025068920923049682 -4.2026328139133636e-05 -0.00012775846019952362 -0.0010445101785300087 0.00042216710785644517 2.6540031523148251e-05 -4.8800229881074849e-05 1.3838820729346093e-05 -0.00016405863807142937 0.0010717218041382435 -8.8134954405298919e-06 -0.00012723048551049345 -0.00026073717515179328 9.7205031058206952e-05 -0.0010811571143157133 0.00055082570034650628 -2.3336770987120451e-05 0.00049666170843626865 2.0381704731053309e-05 -0.00026782363398206464 -0.00025099809587816885 -6.7229119636549355e-05
leaf_count=94059 4191 105550 6430 483 1888 66 3019 1583 4362 20132 2385 119 329 16119 467 3967 2098 77 18689 7936 2678 34099 90 405 13801 696 3475 1161 372 11205
internal_value=0 -0.00186441 -0.0538585 0.00584514 0.084045 0.0962959 0.210541 0.039279 0.085098 -0.0112358 0.0935349 0.168675 -0.0555599 6.24084e-05 -0.239848 0.0206465 0.0360539 0.0419174 0.0510261 -0.0332359 -0.0958222 0.049824 0.0707344 0.0146438 0.019341 0.142834 0.0788687 0.00809586 0.217735 -0.125679
internal_count=361931 267872 41958 225914 15073 14590 4907 9683 8100 24323 8034 5320 2714 210841 586 105291 80075 77977 71332 25216 6645 71255 52566 18467 18377 4576 3880 17280 4734 17635
shrinkage=0.000980392


Tree=4296
num_leaves=31
num_cat=0
split_feature=639 18 8 70 764 1182 1104 697 555 1160 840 830 625 140 1319 572 152 572 762 1244 1251 322 995 620 906 419 493 560 625 213
split_gain=10.3559 13.0581 13.9106 13.597 12.4092 14.7322 13.3792 15.0215 13.3449 13.3075 13.3826 17.2075 16.7919 16.7723 16.8862 16.1692 15.0749 13.9672 13.2261 14.6581 12.9288 12.8399 12.7988 12.5738 12.1257 12.0604 11.7993 11.6538 11.6107 14.5506
threshold=3.103512251845403 -0.96172625965962155 -1.2550703581766849 -0.19898542430711857 0.82961016135140719 -0.65777417659402382 -0.35912262658349597 -0.41953811104264066 -0.63831628795387674 2.6759592599045541 1.0000000180025095e-35 1.7734248820925165 2.5864015191205678 0.84004240062862068 -0.98341275941981465 -0.47530580557441948 -0.98799106429839267 -0.71076126946936447 0.50292428848309489 -1.3211483150189149 -0.33141677612341502 -1.0000000180025095e-35 -0.49830159603384189 0.73453660653904396 -0.33179233901640698 -0.31523671895390476 -0.1644551182307871 -1.3639293037435041 1.3252658997982083 1.3996350305925518
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 24 27 9 6 26 8 -8 10 12 13 -3 14 16 17 -12 23 19 -14 -13 -18 -20 -16 -2 -7 -6 -4 29 -27
right_child=1 4 3 -5 5 25 7 -9 -10 -11 11 20 18 -15 15 -17 21 -19 22 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-6.8718054561294354e-05 -0.0073780974109244751 -0.020277391523166939 0.11705194725707346 -0.032418757350067148 -0.044894708622600032 -0.031950227228982601 0.072540342248173947 0.085847348447346705 -0.048404744337755774 0.044154064254878604 -0.044774566453130264 0.09727142413178276 0.10197034288960034 -0.033730322376813282 -0.023102485673347335 -0.017242882228686907 0.016386150104684142 0.042577461571680714 0.074105126757751036 -0.021101086352055039 0.0050900152393448684 0.095367281888524169 -0.017536016065675255 0.058497985899188448 0.13293869368635713 0.012161920276169247 0.040747210181750995 0.016833234809898952 -0.029929567067795811 0.10696268154635474
leaf_count=355807 25 3009 23 136 57 245 21 82 32 50 55 29 22 313 164 639 79 141 59 234 50 69 42 28 23 186 45 119 120 27
internal_value=0 -0.115654 0.412594 0.171341 -0.146436 0.154588 0.640498 1.10631 0.101053 -0.20076 -0.219859 -0.0298105 -0.331331 -0.101498 0.0325556 -0.0927034 0.794509 0.329308 0.236915 -0.188842 0.998004 1.15161 0.912302 -0.141281 1.71657 -0.106761 -0.0674158 0.615867 0.193624 0.497561
internal_count=361931 6124 326 278 5798 815 237 135 53 4983 4933 1567 3366 1488 1175 972 203 333 357 256 79 148 101 192 48 578 102 142 333 213
shrinkage=0.05


Tree=4297
num_leaves=31
num_cat=0
split_feature=785 713 519 728 660 852 21 507 195 872 1223 727 382 1443 1113 1110 902 981 1185 626 1174 1243 906 653 889 797 900 590 689 490
split_gain=22.2968 17.8783 17.0984 21.6481 24.0355 27.8195 24.1287 22.355 21.0694 24.3327 21.9423 20.3715 21.5595 20.2606 19.5876 25.5522 21.8627 22.6737 22.2213 20.1503 20.0853 19.308 21.8952 22.4382 19.2671 21.8012 21.3753 19.265 20.0986 19.0584
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.65809631222906606 0.69976010066948824 3.0757328524286596 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.593744732512876 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.60749452268532422 -0.58033782246054733 0.22991414747585318 1.8332716930034685 1.4216543509230546 1.0000000180025095e-35 0.63961785378869596 2.2712233209094213 0.58895901036483078 0.86385367930994306 1.8288977689654324
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 14 -6 -2 9 21 -10 -4 -13 29 15 -5 19 18 20 -17 -18 22 23 -8 25 -25 -27 28 -9 -7
right_child=2 -3 11 4 6 13 8 27 10 -11 -12 12 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00012261203035782164 -5.4672489357499614e-06 6.3167944248776622e-05 -3.7977050395463931e-05 6.7952412577748159e-05 0.00017323624188406105 0.00011185734301165025 -5.7200612544142343e-05 0.00018135682636653093 -6.1432649181623135e-05 0.0002447320678911119 4.5880568030946235e-05 0.00017638109208153625 3.0319401896587012e-06 -0.00010964789362223494 -0.00011264773224455218 -0.00030986508138793745 0.001702980370793927 0.0012980300614928858 -0.00020239719805035096 -5.2015970081613938e-05 0.00026271266234745538 -0.00011592869544694948 -0.00019124232342189308 0.00014404759381624795 -0.00011522854093068501 -0.00020336162785118561 0.0011713476791355146 -0.00013207263314173444 -9.5930437003006086e-05 -0.00027557719309111221
leaf_count=3144 48652 26415 9447 14507 3398 16588 80235 7617 20780 1149 18682 6371 5700 3164 12546 2268 64 82 358 13146 174 42360 7291 8620 3703 1718 49 1387 1527 789
internal_value=0 0.0469373 -0.0173581 -0.0223983 -0.032751 0.00600754 -0.0473464 0.0164639 -0.0508356 -0.0657178 -0.00425289 0.040649 0.0955365 0.0728766 -0.0297859 0.000611877 -0.0660633 0.333058 0.158257 -0.085413 0.705841 -0.0690678 -0.0518418 -0.0427848 0.0480531 0.0981721 -0.152725 0.106074 0.141882 0.0999431
internal_count=361931 29559 332372 310854 251671 63686 187985 59183 184587 145125 39462 21518 12071 20541 43145 30599 16092 678 596 15414 238 143976 101616 94325 14090 10387 1767 10531 9144 17377
shrinkage=0.000980392


Tree=4298
num_leaves=31
num_cat=0
split_feature=652 816 694 346 817 1136 79 424 1462 705 978 913 75 1077 316 1323 763 831 1427 1188 1245 1244 708 692 844 11 991 343 1253 1398
split_gain=10.3374 14.0662 16.0504 16.024 15.2983 16.3906 16.2867 19.3582 19.2635 15.7457 16.6502 15.2974 15.1516 17.386 15.2703 15.0019 16.1188 17.7952 16.1901 15.5647 14.8297 14.8289 14.3572 16.4603 16.6491 15.7793 15.9166 15.6029 19.9716 15.9305
threshold=-0.98896428961744431 2.2619250002047715 -0.20207847585929431 -0.68474203202350692 1.0000000180025095e-35 1.0000000180025095e-35 -0.39617005954695622 1.4633318303023313 0.88874546725662251 1.4811233430041424 -0.39940228728512078 0.57440507739303126 -1.6092868317144038 0.5007251690472273 -0.59883289487823765 -0.90713065564464557 -0.59454476759581099 0.94342421063341586 1.0000000180025095e-35 0.34691097539571797 0.35382074319207685 0.77711859163878028 0.31107112731464931 -0.60522682543744255 0.97341702111372774 2.3261880904966499 -0.46586572556189004 1.0000000180025095e-35 0.66185813762475221 -0.56006342454224278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 21 22 6 -6 9 11 15 -11 -9 -7 -14 -15 19 17 -17 -19 -8 -4 -3 23 27 -25 26 -26 -1 29 -29
right_child=-2 2 20 -5 5 12 7 8 -10 10 -12 -13 13 14 -16 16 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.007282885377886736 -0.00039653491884192923 0.031692055161798738 0.021468908423966808 -0.028805083088554086 0.0061717753733543882 0.042183250007226593 0.017981029461883496 0.022854816842057171 0.078934177187525184 -0.023145998535121608 0.071593239995021346 -0.03500433623813106 -0.016298000975266531 -0.045769760541258996 0.01494140896218236 -0.031109247830355843 -0.0058800845913075063 -0.035435988022845116 0.043445988814980019 -0.030265201072501902 -0.026804903096888273 -0.05447958195463979 -0.00088545963583575504 0.0068196711587959775 0.010707278308651209 -0.070293745674253824 -0.0079015035828267893 -0.0052156292601173273 -0.021105738828794674 0.029567788200258904
leaf_count=3067 316050 92 254 573 3640 71 556 280 54 49 53 97 2387 84 488 806 2793 59 77 147 109 29 9362 17295 879 46 1650 225 198 461
internal_value=0 0.0289514 -0.218216 -0.412319 0.0354054 -0.040172 0.0100924 -0.0824297 0.402236 -0.129141 0.745131 0.184394 -0.19987 -0.229573 0.149931 -0.152233 -0.210841 -0.477939 0.258687 0.18464 0.150295 0.253356 0.0589605 0.0875434 0.11187 -0.054799 -0.0324455 -0.0542378 0.189956 0.361345
internal_count=361931 45881 1057 694 44824 11641 8611 4971 431 4540 102 377 3030 2959 572 4438 3735 942 136 703 363 121 33183 23821 19870 2575 2529 3951 884 686
shrinkage=0.05


Tree=4299
num_leaves=31
num_cat=0
split_feature=1235 705 1464 1464 21 565 1467 1464 1152 513 354 1456 1461 1450 1464 1020 44 64 358 1043 1467 1462 1449 968 900 1117 1396 1451 1459 1459
split_gain=19.0632 24.6652 23.2686 43.5409 24.0943 22.256 21.5567 21.4163 21.4151 19.9404 24.7121 19.9327 19.1555 34.8509 27.4597 21.2182 26.4709 20.9037 22.1217 19.1 21.2184 18.907 26.5381 18.8453 18.7278 18.6116 18.5929 18.5866 54.0285 44.9079
threshold=-0.94625487755706195 0.87723755459486374 0.32487369541553784 0.35193241984319928 0.2439032738895319 -1.8945369960815635 4.0242090356330973 0.36705918647655594 3.5455509007963313 1.0454229551509682 1.3164434435535302 1.6651900077780224 1.2257192582534573 -0.53957858280654969 -0.10146673164146425 2.1590889378513896 0.81112936548985692 2.7377570030873941 -0.27116733636503615 -0.56138186526371292 1.0660767043226638 0.068159099644477417 0.021872375812114746 0.046685457120060177 2.5269351937303468 -0.50286211436512929 2.4170318820765586 -0.37567724106200656 -0.15184483386147815 -0.28315307149087915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 -4 23 8 -5 -1 24 19 -6 -7 14 17 25 -17 18 -14 -11 -21 -16 -23 -2 -3 -15 -20 28 29 -9
right_child=1 9 3 7 11 12 -8 27 -10 10 -12 -13 13 15 21 16 -18 -19 26 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.3214101070442241e-05 -9.7620318651355726e-05 1.4864109431730982e-05 0.00013629532059559354 -0.00073774469816132772 0.00062164291899989435 -3.4314811330643176e-05 0.00027369785377327424 0.00011996326474541231 -0.00061009992473331923 0.00027371611508005895 0.00043640932824089341 -0.00078459985300408357 -0.00023674116897345714 -0.00021443376343462686 0.00074248436138861192 0.00056560927298051364 -0.00086320843403814339 0.00099797151201655335 0.00027703023039542534 6.7277252042666143e-05 -0.00039459744490439192 -0.00076267064006545519 0.0004841584999385748 -0.00064063363579648766 0.00037645030044158715 1.8972756462985565e-05 -0.0012097263736874648 -2.1751170899336694e-05 -5.1909860650611136e-05 0.00053883537841101616
leaf_count=102775 1134 48564 1903 226 866 135302 989 7668 624 1861 1041 63 900 2500 599 455 67 136 1247 4992 489 142 273 781 643 6456 46 28704 9068 1417
internal_value=0 -0.00183065 -0.0143863 0.0272718 0.294587 -0.0293508 -0.0421695 0.01076 -0.0465272 0.0382443 0.133744 0.564473 -0.026594 0.0571554 0.252379 -0.0147719 0.398747 0.106784 0.0547409 0.0906608 0.0280513 0.534625 0.161292 -0.32333 0.0203894 -0.043063 0.233828 0.0137801 0.0696229 0.19121
internal_count=361931 257543 199953 49915 2832 150038 104388 47083 103399 57590 8383 929 148123 12821 3343 9478 522 2329 2193 7342 5481 1014 415 1915 49207 8956 1293 46857 18153 9085
shrinkage=0.000980392


Tree=4300
num_leaves=31
num_cat=0
split_feature=785 519 728 507 869 921 783 126 1022 140 727 382 907 789 590 689 430 726 924 978 1443 633 1312 395 493 766 495 636 1335 1450
split_gain=22.1454 17.8449 24.3349 23.6086 23.2778 24.033 40.7701 21.4239 22.096 22.7136 20.936 22.2183 20.7913 20.111 20.0597 21.1086 19.4428 20.8617 19.0275 18.6574 18.6095 18.5514 18.4246 18.4119 21.2574 20.459 18.4986 18.8018 21.2529 18.2424
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 0.65809631222906606 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.0000000180025095e-35 1.0000000180025095e-35 -0.69784808892615657 1.1248358748350926 0.58895901036483078 0.86385367930994306 -1.2369097968503453 -2.5456679507321813 1.8999064755685127 2.6375975511520715 1.593744732512876 -0.96673487256783863 -1.0406464683280439 0.66415532897360485 -1.3647527631180638 -1.1745193908354616 0.81345439236338735 -0.66389271062874033 1.0919289398075405 -0.28900078866492313
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 12 22 -3 13 -4 -12 15 16 -5 -18 -6 21 -8 -20 -10 26 25 -25 27 -14 -29 -9
right_child=1 10 4 14 18 6 20 29 9 -11 11 -13 23 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.658575054326102e-05 -3.094210820507176e-06 -3.7088788857134307e-05 8.9090382891803884e-06 -0.00012777905701571429 -7.7759410520717774e-05 -2.9245258529277635e-06 0.00026907350364956849 -3.7519567672883233e-05 -0.0011034623497462568 1.2377373145708395e-05 0.00023583173389784781 4.3852229658746548e-06 -0.00018835737949843376 -6.0399421817781539e-05 -0.00013134611368244967 -9.5644205742237423e-05 -0.00059787051396623168 0.00024095427338515445 -0.00027861704121195501 -0.0011982021253034126 -8.8097286460949627e-05 0.00014932921292483002 0.00077809134037255454 -0.00061866815316034092 -3.4537726648626983e-05 0.00058747135818268761 -0.00021175411238042618 -8.1724736595591331e-05 0.00011696413944067125 3.9491256212364e-05
leaf_count=29559 48652 9447 17815 912 79939 18652 4219 31316 28 658 5244 5700 10029 1127 1387 1527 146 6559 937 74 840 4314 344 101 14997 484 8419 24238 3499 30768
internal_value=0 -0.0165653 -0.0217166 0.0195086 -0.032691 -0.0175396 0.0484988 -0.0296956 -0.0569852 0.252364 0.0426872 0.0982912 -0.0622932 0.183909 0.111622 0.148199 0.192393 0.228965 -0.0688575 0.0762223 0.218657 0.0932637 0.669733 -0.0843099 -0.0192189 0.417647 -0.112286 -0.0870611 -0.0555995 0.00135443
internal_count=361931 332372 310854 59183 251671 166407 23711 142696 80612 1030 21518 12071 79582 6371 10531 9144 7617 6705 85264 5325 5059 5251 372 61767 15582 585 46185 37766 27737 62084
shrinkage=0.000980392


Tree=4301
num_leaves=31
num_cat=0
split_feature=1235 705 1464 1464 21 565 1464 1152 513 354 1467 1465 1465 1389 1012 1470 1456 1461 1450 1454 1458 1117 1458 1468 912 974 1310 1043 1467 73
split_gain=18.933 22.9693 24.1828 43.6982 23.6117 22.3317 21.7089 21.459 20.9898 24.4769 20.8077 20.4373 31.8995 20.9685 21.1232 20.9299 20.0674 19.6786 40.3463 24.9309 25.0482 24.5284 23.1449 26.7956 24.5463 19.9047 19.6499 18.9743 21.099 18.9319
threshold=-0.94625487755706195 0.87723755459486374 0.32487369541553784 0.35193241984319928 0.2439032738895319 -1.8945369960815635 0.36705918647655594 3.5455509007963313 1.0454229551509682 1.3164434435535302 4.0242090356330973 0.57942899407087378 0.60673285399673105 -1.0402324363717403 1.0000000180025095e-35 2.5482097856432659 1.6651900077780224 1.2257192582534573 -0.53957858280654969 -0.82542789839051101 0.6450643276075535 -0.50286211436512929 -0.21238062798407994 0.82408035764145182 0.084036118148609326 -0.14848541953474256 -1.1531772297418199 -0.56138186526371292 1.0660767043226638 -0.83107381142549885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 4 -4 -2 -5 10 -3 27 -1 17 26 -14 -15 -16 -6 -7 19 -19 22 -20 23 24 -21 -22 -13 -10 -29 -23
right_child=1 8 3 6 16 11 -8 -9 9 -11 -12 12 13 14 15 -17 -18 18 21 20 25 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.5149127134002528e-05 -0.00031876383062675895 1.5970969365709143e-05 0.00013714449407599825 -0.0007422898244172784 0.00061801387136008483 -4.7626798257125929e-05 1.2533379726651522e-05 -0.00060390849123409193 0.00027185925897001476 0.00043341676524207874 0.0002685399562883252 -0.00062890555356801751 0.00021713184964859881 4.7278822869528041e-05 -0.00014149217257500635 0.0014014398245078064 -0.00078805640895125543 -0.00044728347981144273 -0.00024249688685406209 -0.00041850795894342411 0.00037673922479390616 0.00030640975003827698 0.00064479537008079683 0.00078512835390403385 0.000341599046925625 -0.00070410070730123357 0.00072655744223211309 6.633656480531055e-05 -0.00039406855077216157 -1.7771328872711768e-05
leaf_count=102775 1915 49207 1903 226 866 118309 46857 627 1861 1041 986 63 2293 10925 5292 35 63 257 2200 429 153 1044 989 240 446 199 401 4992 489 4848
internal_value=0 -0.00404964 -0.0161508 0.0262693 0.293708 -0.0313863 0.00974418 -0.0441953 0.0345762 0.132494 -0.0417643 -0.0286249 0.0399035 0.0243626 -0.00478717 -0.130121 0.560478 -0.0395595 0.0531966 0.284778 0.34564 -0.0303818 0.431165 0.20132 -0.00124466 -0.22768 0.586819 0.0896351 0.0272366 0.0434258
internal_count=361931 257543 199953 49915 2832 150038 47083 104388 57590 8383 103761 148123 19009 18545 16252 5327 929 129114 10805 2713 2456 8092 2104 1115 875 352 464 7342 5481 5892
shrinkage=0.000980392


Tree=4302
num_leaves=31
num_cat=0
split_feature=785 713 578 519 728 507 660 852 21 590 689 195 872 1223 1443 1113 1110 902 981 1185 1174 626 906 1392 279 566 145 623 153 430
split_gain=18.8913 16.5621 16.2165 15.8888 22.7286 24.2678 23.1924 27.5369 23.7079 19.9513 20.6538 19.6268 24.9246 23.0467 19.476 19.4375 25.32 21.9408 22.4708 22.3206 20.2738 19.8238 19.1627 20.123 26.2892 20.5985 19.8589 19.7798 22.2913 19.135
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87905496296652397 2.1420547332082829 -0.49008176997875957 0.65809631222906606 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.58895901036483078 0.86385367930994306 0.69976010066948824 3.0757328524286596 1.0000000180025095e-35 1.593744732512876 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.58033782246054733 -0.60749452268532422 -0.018969399028744477 -0.28190275070883963 0.49624277899097191 1.8619965878080877 1.7650405138493104 -0.58939748716361418 -0.47785853585486782 -1.2369097968503453
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 7 15 -8 10 29 12 22 -13 -9 16 -6 21 19 20 -19 -18 23 27 25 -25 -24 -10 -29 -7
right_child=3 2 -4 -5 6 9 8 14 11 -11 -12 13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00012187934311452655 -5.9481666414976298e-06 0.00019924398261401705 3.652735181500129e-05 3.7095717672818617e-05 6.6224966218458102e-05 -0.00012729954302001187 0.00017064099493218198 9.5640399019575803e-05 -1.2533475785120751e-05 -0.00013189467648249458 -9.4381193045706566e-05 -6.4852927853887711e-05 0.00024829303843925473 4.5055425305182804e-05 -0.00010792754280528751 -0.00011355986114091181 -0.00030910030213052527 0.0017091536996543162 0.0012936462935915671 -0.00020250429829671225 0.00026232951326806656 -5.3383184622809649e-05 -0.00011439398028384886 -6.5655056473762238e-05 8.0501554920335493e-05 0.00019985680698471749 6.9756851502008783e-05 -0.00022452307801858491 -7.3302788432184907e-05 0.00022219442063693912
leaf_count=3144 48652 3434 22981 21518 14507 912 3398 17377 17192 1387 1527 20780 1149 18682 3164 12546 2268 64 82 358 174 13146 57684 26127 11325 1398 4761 8914 16575 6705
internal_value=0 0.0411056 0.0579502 -0.018065 -0.0229218 0.0168891 -0.033525 0.00453211 -0.0478577 0.110239 0.146705 -0.0513167 -0.0656803 -0.00638718 0.0710378 -0.0310633 -0.000799838 -0.0671473 0.332628 0.158736 0.707618 -0.0865184 -0.0690714 -0.0452607 -0.00759294 -0.0497795 -0.104365 -0.0844945 -0.125851 0.1904
internal_count=361931 29559 26415 332372 310854 59183 251671 63686 187985 10531 9144 184587 145125 39462 20541 43145 30599 16092 678 596 238 15414 143976 81531 38850 27525 62445 42681 25489 7617
shrinkage=0.000980392


Tree=4303
num_leaves=31
num_cat=0
split_feature=1100 984 79 1109 1057 17 351 453 85 901 495 1048 1262 1258 148 76 211 1109 79 1245 1243 906 1384 558 1179 994 83 568 1266 489
split_gain=10.8145 14.4924 15.9986 23.5222 22.4758 19.7144 22.4272 17.473 16.9632 15.7387 15.48 14.7969 16.5469 15.0646 14.6169 18.383 19.4564 18.6587 17.8865 19.2831 17.8262 18.1553 18.0748 17.6323 16.3606 18.17 20.0097 18.9249 17.268 19.7345
threshold=1.6293515030253838 0.93177101755727243 0.24005564812467808 -1.1587684037308144 1.0000000180025095e-35 0.49632020236204527 -0.89872260103302459 0.29273509868649572 -0.43389036877032272 2.0724562076678832 -0.96332202651701981 0.31527264786809955 -0.2281742602256418 0.84148918449598364 1.4881389420529472 1.6895109702674962 -0.056010525015188849 0.025479124416470045 1.6827646472110602 -0.099639272014007949 0.90228229025491624 0.21564780596200248 0.64608668594689111 0.79722429084618252 0.55582200743559584 0.8842496980836686 0.64537545523148465 -0.17835363404723267 0.22739676349912602 2.6441190621062272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 8 4 5 6 -4 10 -3 -6 -8 -10 -13 -14 24 17 -17 -16 19 -18 23 22 -22 -19 28 -26 27 -27 -2 -30
right_child=1 2 3 -5 9 -7 7 -9 11 -11 -12 12 13 -15 15 16 18 20 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=4.3010372046096117e-05 0.0016038949381130712 -0.0025706487159570472 -0.031380265015789076 -0.0050032036304095522 -0.018462323566262338 0.0016025723680441611 0.13925004659708504 0.15877070665914433 -0.022000095794337312 0.1153620445407718 0.032345995953676231 -0.046153925554252344 0.024436343746615852 0.15370162383257979 -0.0028046290414740246 0.0042701194255766661 0.053212695650461245 -0.0034170278200780762 -0.060531884931546154 0.15726613149979429 0.10153921012263536 -0.0084777203214795854 -0.014124698013414184 0.04962910073938849 -0.0096768007477717136 -0.026468244733620944 0.048680362562268487 0.026164480645024892 -0.0081605242612558908 0.046084601351042892
leaf_count=312994 21132 2146 42 4288 295 138 22 57 3236 30 79 80 128 22 2451 198 143 504 38 44 97 101 44 138 7048 303 177 250 5592 114
internal_value=0 -0.0434742 -0.145486 -0.0131975 0.521976 0.995386 1.48908 1.87568 -0.252214 -0.149937 1.29557 -0.386913 0.355626 0.872284 -0.0201127 0.150085 0.712326 0.0786816 1.31377 1.58283 0.419422 1.08787 1.57515 0.187842 -0.0374694 -0.149768 0.262692 -0.0288038 -0.00502324 -0.138628
internal_count=361931 48937 10563 4951 663 338 200 158 5612 325 101 3466 230 150 38374 3758 423 3335 225 187 884 242 141 642 34616 7778 730 553 26838 5706
shrinkage=0.05


Tree=4304
num_leaves=31
num_cat=0
split_feature=785 713 519 728 660 852 21 507 195 872 416 1443 1223 1113 1110 902 981 1185 1174 626 727 382 789 906 1392 279 566 145 623 153
split_gain=22.7138 17.2624 16.732 24.1354 24.4917 28.4614 24.6039 22.9851 21.5381 25.0494 21.482 20.4096 19.7949 19.7191 25.5642 22.0167 22.6161 22.3687 20.0939 19.8398 19.6264 22.047 19.7027 19.3173 20.4147 26.04 20.6813 19.719 19.7154 22.4566
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.65809631222906606 0.69976010066948824 3.0757328524286596 1.8189509286970231 1.593744732512876 1.0000000180025095e-35 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.58033782246054733 -0.60749452268532422 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.018969399028744477 -0.28190275070883963 0.49624277899097191 1.8619965878080877 1.7650405138493104 -0.58939748716361418 -0.47785853585486782
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 13 -6 -2 9 23 12 -7 -10 14 -5 19 17 18 -17 -16 -4 22 -22 24 28 26 -26 -25 -8 -30
right_child=2 -3 20 4 6 11 8 -9 10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=-0.00011973312784760086 -4.1955019401055578e-06 6.2837377480360983e-05 -3.7727733699950865e-05 6.6888612782443508e-05 0.00017389707313210254 9.8054154768366776e-05 -1.4317635265465786e-05 0.00010677671019699954 -4.9082659163277687e-05 0.00024761343707760218 -0.00025120975261502224 -0.00011029185638244376 5.5138449585038224e-05 -0.00011406940422529478 -0.00030926670606613865 0.0017004657896959399 0.0012936117177868316 -0.00020389510407411865 0.00026329055246906752 -5.341060234356014e-05 0.00023002951083802583 -1.9658583841026203e-07 -6.2992326136432025e-05 -0.00011594095936976174 -6.6597271848334804e-05 7.894653507206745e-05 0.00019935709050129623 6.7462222458780183e-05 -0.00022639966082560627 -7.4684365914528866e-05
leaf_count=3144 48652 26415 9447 14507 3398 17377 17192 10531 19929 1149 1722 3164 17811 12546 2268 64 82 358 174 13146 5244 5700 1127 57684 26127 11325 1398 4761 8914 16575
internal_value=0 0.0469097 -0.0179766 -0.0229617 -0.0338847 0.00523097 -0.0486083 0.0180739 -0.0521321 -0.0671665 -0.00504143 0.072855 0.00657469 -0.0309589 -0.000476013 -0.0671288 0.332896 0.158196 0.706192 -0.0865522 0.0393713 0.0932292 0.178519 -0.070564 -0.0466646 -0.00873033 -0.0507077 -0.105988 -0.0861626 -0.127439
internal_count=361931 29559 332372 310854 251671 63686 187985 59183 184587 145125 39462 20541 37740 43145 30599 16092 678 596 238 15414 21518 12071 6371 143976 81531 38850 27525 62445 42681 25489
shrinkage=0.000980392


Tree=4305
num_leaves=31
num_cat=0
split_feature=1235 1152 1358 276 1467 1424 705 1464 1464 21 1464 565 1456 968 1451 1459 1459 1451 1452 1467 1464 1450 1460 1449 1358 21 1468 538 1457 1451
split_gain=10.6081 20.9564 20.0852 23.3184 19.4363 17.7262 17.5973 20.9042 43.3814 23.5093 21.566 20.8408 19.912 18.9235 18.7661 54.2134 43.8657 33.9774 26.7634 25.3135 31.8056 32.7322 25.9547 24.9504 31.5974 23.7167 23.7047 22.2143 21.8667 21.5684
threshold=-0.94625487755706195 3.5455509007963313 1.0000000180025095e-35 -0.32112913938528925 4.0242090356330973 0.78977704753698397 0.87723755459486374 0.32487369541553784 0.35193241984319928 0.2439032738895319 0.36705918647655594 -1.8945369960815635 1.6651900077780224 0.046685457120060177 -0.37567724106200656 -0.15184483386147815 -0.28315307149087915 -0.25910899813774896 0.50722087229347712 -0.48833496455175684 0.71492702701447042 -0.55579718119573385 1.5108086050703038 -0.40628372811750973 2.291823752708289 -0.70163543588998201 1.1169629351287809 3.3937943331109364 -0.16317383343250411 -0.38148994849378032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 11 9 -9 -10 13 -11 -2 15 16 29 18 26 20 25 22 -22 24 -21 -19 -16 -17 -18 -12
right_child=6 -3 4 -5 -6 -7 -8 8 10 12 14 -13 -14 -15 17 27 28 19 -20 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0061885378412700068 -0.0040961889424444512 -0.029918670137970296 -0.00069411935891601473 -0.00063657251157759102 0.020760742502092706 0.0062399164463512275 0.0018909432643508324 0.0073074146707613448 -0.037623892845326398 0.031869639905626392 0.0057001975955767786 -0.00091894346731100779 -0.040045795425765231 -0.032048081737469675 -0.02907695880375857 -0.0030128799139231676 0.020857832208818511 0.015174348190076729 0.040634421822163376 -0.010132404687296906 0.0266509238320074 0.0041223433055641353 -0.015874583379348817 0.00059535072044583409 0.02882320582137974 -0.010100224710697565 0.028787378902553958 0.046355463753505105 0.055237990860554399 0.052175436683124257
leaf_count=22433 1134 627 45402 28540 581 6805 57590 1903 226 866 7540 148123 63 781 1249 8959 1178 609 88 6225 1554 5548 210 10297 259 2567 98 109 239 128
internal_value=0 -0.0264028 -0.023995 -0.0595533 0.0132813 0.00674468 0.00384958 -0.00680037 0.032815 0.300566 0.0162761 -0.0210497 0.567702 -0.307551 0.0193166 0.0756174 0.19786 -0.0169525 -0.386355 -0.000496495 0.0872469 0.168187 0.434274 -0.0544102 -0.167921 -0.105701 -0.479991 -0.0475501 0.553317 0.129572
internal_count=361931 104388 103761 50973 52788 52207 257543 199953 49915 2832 47083 150038 929 1915 46857 18153 9085 28704 1435 27269 10488 7312 1764 16781 6484 3176 1347 9068 1417 7668
shrinkage=0.05


Tree=4306
num_leaves=31
num_cat=0
split_feature=785 713 728 784 647 590 921 727 1022 1016 678 771 346 1040 1252 1045 705 147 951 1450 785 353 570 636 50 1047 1424 759 75 1121
split_gain=19.0839 16.0914 15.5374 20.7077 19.2206 43.2798 18.768 20.6605 17.4452 18.6833 18.8865 18.7297 17.6649 17.6002 18.7673 22.9059 18.1746 17.2947 18.7164 18.9299 17.2862 17.6983 17.1191 19.6983 17.2728 17.598 17.995 17.7452 17.8501 17.823
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.0525743831388839 -1.5722412400100421 1.0000000180025095e-35 1.0000000180025095e-35 6.0948733974029876 1.5773296200199145 -0.10706167744649044 -0.8740075305771694 0.033151818838889284 -0.34431902671686127 1.5624980237117756 -0.7720652028296987 0.4454315257619969 -0.70617196192585163 2.9970139449733542 2.5458802938288509 -0.48460852809644533 2.4129057422810987 1.4829784501753427 -1.0794544675301283 1.0000000180025095e-35 1.4616517543220227 0.15299395839235014 -0.8111029864160223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -4 -5 -8 9 10 11 12 13 -2 -15 -16 -17 -14 -19 -20 -10 -22 -6 24 -24 26 -26 -27 -29 -30
right_child=2 -3 4 6 22 -7 7 -9 20 -11 -12 -13 17 14 15 16 -18 18 19 -21 21 -23 23 -25 25 27 -28 28 29 -31
leaf_value=-0.00011838381803206209 -0.0002545893394419729 5.7985694492270856e-05 -4.3759634074924008e-05 1.3359018487720264e-05 -8.9144030686203367e-06 0.00038899843218811325 -0.00011713828254450404 0.00017847613191947386 -6.0826039831390698e-06 -1.73390455348302e-05 0.00055841581427927794 -0.00052342260543561099 2.1596173461944293e-05 4.1011548424698745e-05 -0.00028379138800249237 -1.8453642129256188e-05 0.0010104220377601784 -0.00028695514730781339 -0.00043028113606361217 3.123947301931636e-05 0.00011439805894263011 0.0011679604801525 -0.00010186621977176539 0.00035272849410288232 0.0010314456447911664 -4.2149184862535645e-05 -1.4275471721132199e-05 0.00012840389431864743 -0.00033841207937249952 0.0016027252033923721
leaf_count=3144 3410 26415 4821 34551 33370 1384 1294 6301 98491 45923 161 860 3172 11994 3443 4071 144 10300 839 2973 4444 66 55011 602 189 3990 190 255 33 90
internal_value=0 0.0425322 -0.0169963 -0.00762462 -0.0453613 0.0829141 0.0363148 0.132267 -0.0183518 -0.0455255 -0.0929363 -0.0983799 -0.0901001 -0.0439001 -0.0180429 -0.129316 0.0158204 -0.165113 -0.212681 -0.0616739 -0.000171437 0.13526 -0.055684 -0.0830342 -0.0882892 0.0439401 0.551102 0.00466796 0.458699 1.15784
internal_count=361931 29559 332372 232437 99935 6205 42146 7595 190291 87290 41367 41206 40346 23062 19652 7658 4215 17284 14112 3812 103001 4510 93730 60360 59758 4747 379 4368 378 123
shrinkage=0.000980392


Tree=4307
num_leaves=31
num_cat=0
split_feature=728 813 620 15 659 480 978 705 993 760 1421 911 767 779 1331 910 434 962 424 1394 222 1047 689 1203 434 915 352 0 961 1112
split_gain=16.4992 19.1106 23.8797 22.4226 18.2234 19.6067 19.2537 20.1102 23.347 20.9119 19.0302 18.2213 17.7001 17.1641 18.6881 24.8648 19.1137 24.075 17.162 17.1204 18.065 20.6678 19.6259 17.1655 17.0916 23.0427 18.3276 16.8565 17.1357 21.0344
threshold=1.0000000180025095e-35 0.44561103650162237 0.13102810056866962 1.7252490091840407 0.62821384419828064 -1.4181283859782512 -0.86739898370003232 1.3183739815888758 -0.89727091510114898 -0.16529633957980869 1.0000000180025095e-35 -1.9113288392179579 2.4206703726142518 -0.59790142946134683 -0.15766023577541108 1.1152604073217796 -0.60827942898250043 1.3714217264408297 -1.086418957487534 0.46906871841637549 -1.3542340926251877 -0.56773671855784447 0.41500081905592562 0.53166067732560718 1.6001957512855445 0.15110484813932359 -0.76342290672605018 2.7232170171423564 2.7378363749037904 -0.37285731359371438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 11 -7 27 -9 12 -11 -1 -10 -13 16 19 -15 18 -18 -16 21 23 -23 -21 -4 -26 -27 28 -8 -30
right_child=1 2 24 -5 -6 6 7 8 9 10 -12 13 -14 14 15 -17 17 -19 -20 20 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00077593589930984226 -6.9681445721567903e-05 6.1284724222072291e-05 -0.00010716560278183792 0.00011494998101538462 -4.5195481934492425e-05 -3.9771524839541682e-05 1.7260460919307198e-05 0.00036359809330600477 0.00016001090628636562 -0.00014326960070954172 0.00016736719603074516 2.7000457595790377e-05 -0.00035094908324850404 0.00015869082288711556 -0.00022011576074245392 -0.000611041656521013 -0.00096527941004505118 -0.00035706761634479327 7.0205768425168195e-06 0.00073070703115419829 -6.0838712115146103e-05 -0.00061650500955637061 0.00090816663448361275 0.0026112731854437718 4.6181007925298429e-05 -0.00050998292857844729 0.0016675505486974062 0.00021741927451556244 -0.00035596922167316011 -7.2851512692988047e-06
leaf_count=203 77391 18447 8571 4153 41024 30878 130154 1372 7572 3051 1429 9365 330 2592 7227 945 117 2321 5043 153 2217 138 89 36 396 35 97 1954 1800 2831
internal_value=0 -0.0378428 0.0139879 -0.0601417 -0.00119665 0.00729212 0.0149816 0.0246472 0.105178 0.0739637 -0.0490816 -0.0561234 0.141428 -0.0610676 -0.105877 -0.189473 -0.0280132 -0.0957309 -0.013893 -0.148074 0.0291175 0.549244 0.0390492 1.26224 -0.084956 0.343873 1.22673 0.0164718 0.0135107 -0.139573
internal_count=361931 109090 27546 81544 252841 211817 181371 150493 13754 12382 4480 30446 7902 30243 20878 10805 10073 7481 5160 9860 2633 416 227 189 9099 528 132 136739 134785 4631
shrinkage=0.000980392


Tree=4308
num_leaves=31
num_cat=0
split_feature=1235 407 1467 112 317 634 705 993 616 1152 1464 1467 1454 1468 1452 1467 1115 708 1358 1466 125 1453 961 958 1323 1453 1221 429 627 3
split_gain=19.9312 23.5437 23.1448 23.0079 21.0088 20.8621 22.6073 20.4784 24.0719 20.0837 19.8006 23.2277 33.7745 27.3152 25.1229 32.8109 31.0151 24.3422 27.902 22.9443 22.3691 27.8138 20.6435 20.4798 27.7439 27.1229 24.8374 24.6991 24.2279 23.5642
threshold=-0.94625487755706195 -1.2965003005540392 4.0242090356330973 2.2718117149406565 1.0000000180025095e-35 -1.3822626304572669 1.3183739815888758 -0.89727091510114898 1.0032126598012274 3.5455509007963313 0.2602645535820674 -0.39672429944253701 -0.80169152520006459 2.0793728249637273 3.0712814332595344 0.83807691599381584 -0.33253936495796288 -0.41288399813383519 1.3867751058191389 0.33394102906587103 1.0000000180025095e-35 0.32774520349467018 3.1692968419848038 1.313041538630376 2.4910939078174503 4.9333407588813172 1.0000000180025095e-35 -0.72962342600816155 1.2568926482445379 1.8796059881274112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 5 -2 -3 10 8 -8 -1 22 12 19 20 15 16 -13 -18 -19 -12 21 -14 23 29 25 26 28 -26 -25 -7
right_child=1 3 -4 -5 -6 6 7 -9 -10 -11 11 14 13 -15 -16 -17 17 18 -20 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-4.7195380696780196e-05 -6.3505005011975887e-06 -0.00010673338796740757 0.00028076909126224054 -0.0001333886309480126 -0.00012962831883769197 -2.0741346838593219e-05 0.00036079145024306062 5.9959809842779486e-05 -0.00057142299937657382 -0.00059840336994327139 0.00052837509839314702 -0.00016226306294967808 9.6155685358603925e-05 -0.00025890775722079833 -0.00038998219197397218 0.00012739111202223936 0.00012695792679465667 -0.00010140316736733939 0.00024814537767650554 -0.0010097985747805622 0.00015655350809271556 -0.00016593034418813384 -0.00017746741397712068 3.3269218666811271e-05 -0.00063755816190938606 0.0011302306620549817 0.00022277083801735585 0.0007423982869965909 -0.00032117648117542627 0.00011739514423255748
leaf_count=102775 16993 9851 989 8325 18634 115864 1729 13130 174 624 987 6385 6354 1236 723 7619 5624 7544 1160 68 9953 3187 5190 6343 82 95 2893 433 1112 5855
internal_value=0 -0.00481745 -0.0459863 0.0028031 -0.0676485 0.00658147 0.0108143 0.0924058 0.301309 -0.0504916 0.00408601 0.0407302 0.0954285 0.0754113 0.000770022 0.0110352 -0.0350592 0.0200522 -0.053284 0.471537 0.0943006 0.00951126 -0.0101172 -0.00571144 0.0870072 0.0610155 0.0490533 0.575007 -0.0188076 -0.0139754
internal_count=361931 257543 104388 221916 35627 213591 203740 15033 1903 103399 188707 50840 21785 20730 29055 28332 20713 14328 8704 1055 19494 9541 137867 132677 10958 10443 10348 515 7455 121719
shrinkage=0.000980392


Tree=4309
num_leaves=31
num_cat=0
split_feature=785 519 728 507 921 783 645 126 395 1011 1040 912 774 689 430 726 588 575 495 212 1438 1461 1398 907 152 417 1459 629 276 211
split_gain=21.0096 17.1854 24.8841 24.0681 23.9265 52.8751 23.6955 22.0311 22.2219 25.6542 22.1962 21.5909 20.6097 20.058 20.6451 20.1445 19.5909 20.9665 19.2747 21.4214 20.0883 19.5831 21.3279 21.3815 20.9059 23.229 19.4937 19.1324 22.653 19.1303
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 0.65809631222906606 1.0525743831388839 1.1155635910225459 0.66777575187080795 1.0000000180025095e-35 0.66415532897360485 1.0000000180025095e-35 -1.1794202161759346 2.2119996560828836 1.5033568469461875 1.1511195098725142 -1.2369097968503453 -2.5456679507321813 0.71188872395471614 1.0000000180025095e-35 0.86659163105887627 0.094648234972092571 0.73556760293882195 1.5063652653673414 1.754419774220916 -0.72485199175406179 0.20906252684651186 -0.51880561321601859 2.3058834128679897 2.0349648798413038 -1.1046450414824489 -0.8435253722327104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 12 -7 8 11 -10 -9 18 -6 14 -5 -16 17 -3 19 20 -4 22 23 24 -21 -26 -20 -22 -29 -12
right_child=1 16 4 13 5 6 -8 10 9 -11 29 -13 -14 -15 15 -17 -18 -19 26 21 27 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=4.3792908205727017e-05 -3.946514749965672e-06 -7.8324068651737253e-05 -0.00013280857691187314 -0.00016356191936218423 -4.7095632784814533e-05 0.0001134714435082799 0.00040179589670894016 -0.00019121294741891484 2.7500715480569272e-05 -0.00011774270264691137 7.1053914992597476e-05 0.00017403644059242048 0.00015499291243430724 -0.00013091732687024756 -0.00052811637576184256 0.00019412921871876746 0.00016286032067074148 7.0847412423934923e-05 -0.00018798696658085354 -8.5673802942548352e-06 -2.1774553590855525e-05 0.00021857336260630838 -0.00030513324485883267 -5.9436462678861408e-05 -0.0001439018189833473 0.00045660493775836949 0.00030777737081855974 -0.0012116672733776567 0.00087994096983208157 -2.3633051171169446e-05
leaf_count=29559 48652 7439 41511 1020 25066 4947 1749 5182 22000 8282 12654 1760 2692 1511 186 7814 4398 9681 14855 3157 9541 1783 2188 18974 536 1312 396 44 209 72833
internal_value=0 -0.0177707 -0.0228239 0.0188526 -0.0339184 0.0221752 0.193098 -0.043954 -0.0664076 -0.0140429 -0.016739 -0.0878896 -0.0257848 0.111832 0.14842 0.182102 0.0403686 0.00706241 -0.093697 -0.0764295 -0.109822 -0.0197092 -0.0389655 -0.0187915 0.122593 0.315447 -0.175127 0.000225839 0.63412 -0.00910084
internal_count=361931 332372 310854 59183 251671 34454 6696 217217 126548 30282 90669 96266 27758 10531 9020 8000 21518 17120 94506 79255 51305 27950 26167 23979 5005 1848 15251 9794 253 85487
shrinkage=0.000980392


Tree=4310
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1442 748 281 70 1314 1324 223 155 1186 775 1457 545 84 321 219 1047 12 124 600 702 183 1183 1458 320 1184 1107 1463
split_gain=11.0841 25.1579 19.5426 15.8914 15.6469 15.9032 17.7347 17.3185 21.8728 24.2154 20.865 17.1067 16.3771 15.7347 17.343 17.4338 15.6293 14.9328 15.3675 14.8453 18.2874 17.425 18.4836 19.1623 20.899 16.9082 18.5996 16.6788 18.2891 19.4002
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -1.2625182715263061 -0.55983428269634117 -1.388194642930096 1.7403279820926321 0.37936679296579351 2.8840306863540555 0.26550137128710788 0.38377083592543321 -1.4623864479725197 -1.0607058703336198 2.1945478349411114 -0.73000852908365432 0.037426902627350864 4.9752012858555377 3.0728337106927808 2.264868627366154 -0.16880868750248187 4.2851108724116029 1.0000000180025095e-35 1.0011523543616876 -0.47672773491226839 2.8340976839082597 2.22567558773348 1.0000000180025095e-35 0.77140588141267774 1.9154540409428416 -0.45497734024656833
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -7 9 10 12 -12 -9 17 -15 -16 -5 18 -6 20 21 -2 23 25 27 -23 -27 28 -25 -30
right_child=19 3 -4 16 13 7 -8 8 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.003739302543847774 0.00038615792682735253 0.031266091776788317 -0.0037185961303085411 0.0008385466993253354 -0.0071425465245217937 -0.0051889975107314345 -0.063020886951893465 0.038443645297000624 0.099748580741820747 -0.01702198858702442 -0.039782774586471559 0.044775938211183648 -0.0023739876351552476 -0.0115841862372307 0.051554002246018055 -0.0038592562893755311 0.046812111681804713 0.076658143528788664 -0.039999882640601586 0.0014273218029139279 -0.035961158128544911 0.0011538457722428056 -0.010732888442897291 -0.0069854132602838086 -0.045818137772380307 -0.0025867455615944156 0.042194164898761648 0.0032314866198170193 0.030902976473562396 -0.0057999470917480065
leaf_count=4504 79183 408 70184 70983 11307 3995 47 148 29 441 51 335 713 290 168 106 69 34 294 86886 207 9956 3734 12799 213 211 227 3672 332 405
internal_value=0 -0.0196332 -0.0595905 0.00440264 -0.0669993 0.0321546 0.484356 -0.00337567 0.184579 0.146769 0.305562 0.745525 0.104664 -0.127274 0.2512 0.600217 0.0180099 -0.152806 -0.158613 0.00714795 -0.0112593 -0.0099844 -0.0586411 -0.0366868 -0.0852749 0.046681 0.457915 -0.0768612 -0.116701 0.227619
internal_count=361931 164106 74688 89418 18366 6167 455 5712 1717 1688 1247 386 861 12199 564 274 71052 11635 11601 197825 110939 110732 31549 27815 17421 10394 438 17208 13536 737
shrinkage=0.05


Tree=4311
num_leaves=31
num_cat=0
split_feature=425 488 4 1320 152 182 1262 700 317 1251 1046 917 1242 1328 695 735 487 497 1251 572 1328 221 419 211 1318 150 602 700 799 704
split_gain=10.6616 17.5803 16.4349 17.0399 16.0946 17.5962 16.5429 14.9199 14.1871 15.4589 22.3826 17.2197 15.6422 15.4719 14.9786 17.8343 16.2684 18.4079 16.1233 15.3296 14.1203 14.0245 13.9277 13.8507 18.0163 18.6459 18.4283 16.6339 16.3346 15.4194
threshold=-1.0224422255483854 2.1713176776024068 -0.41370356712888945 2.2193234577607432 0.2452151520824318 1.8889444624477976 1.5799745906432634 -0.2256345755679677 1.0000000180025095e-35 -0.50904308850859048 -1.5929647150348487 -0.66552145527240636 0.75683838216538446 0.066613659444833981 -0.51526748396956523 1.356718709411544 2.1936218044990943 -1.7844408769077851 0.33871885696611076 3.9520978280216021 0.79401535234888232 -1.5537480493528448 0.22539878086487256 -1.1302419428216137 -0.3572947446217844 -0.77490971183530533 0.66849908449309148 0.87029844998874728 1.0000000180025095e-35 0.87095256912981367
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 20 4 7 6 -6 -4 9 10 -1 12 13 -12 18 16 17 -16 21 23 -3 -10 -17 24 25 28 27 -27 -19 -26
right_child=-2 2 3 -5 5 -7 -8 -9 14 -11 11 -13 -14 -15 15 22 -18 19 -20 -21 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.018170834989595219 5.650566529019582e-05 0.0028971908783799339 -0.0039841553635119199 -0.055295747467095417 0.036094199432079456 -0.075438647328583533 0.13384517838920915 0.027290469905304066 -0.031538105206738498 -0.0032665538203426048 0.0076690418904153401 0.00070958832256705936 -0.0066487602601198112 0.026646140411576841 0.049779863252077575 0.025436903730751154 -0.02962314237630035 -0.034508533039366414 -0.019603909580467708 -0.063790317404950683 -0.033804449049920325 -0.0040773053000647238 -0.055106747122661809 -0.0044265533798570726 -0.017593650484569939 0.09210325001786028 -0.019908979431821627 -0.049848936350318812 0.04461060291652031 0.048622906659719779
leaf_count=984 309010 945 574 69 356 21 23 476 486 19544 1441 7652 582 977 138 427 665 105 2831 103 243 4782 38 8774 374 109 31 20 82 69
internal_value=0 -0.0385997 0.157149 0.328845 0.377581 0.74148 0.838997 0.189924 -0.0502977 -0.0190367 0.0500594 0.0779787 0.226612 0.30637 -0.112942 -0.0453786 -0.0742354 -0.0501856 -0.204869 -0.0642964 -0.0639493 -0.120568 0.399238 -0.0540159 0.274789 0.677155 1.20706 1.58212 0.0574651 -0.111402
internal_count=361931 52921 2707 1519 1450 400 379 1050 50214 31180 11636 10652 3000 2418 19034 10935 10470 9805 8099 9667 1188 5268 465 9564 790 347 160 129 187 443
shrinkage=0.05


Tree=4312
num_leaves=31
num_cat=0
split_feature=785 519 728 869 660 21 507 852 727 382 264 1463 569 1450 138 789 734 920 1451 1228 216 568 507 843 1226 924 590 689 430 726
split_gain=21.3497 18.4065 22.0905 25.0253 25.7849 21.5501 21.4123 21.3407 20.881 22.4814 20.1114 23.2025 19.9471 19.9864 21.8897 19.8954 19.7748 24.1287 24.0111 20.0922 19.5665 19.4897 18.9293 19.9398 19.3042 18.8956 18.7155 19.8151 18.7163 20.3861
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.6471741456694959 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.38646845251715672 0.25173025313656361 -0.8803382114328292 -0.33386868244407664 -0.54380050912685796 1.1248358748350926 0.85494804639094091 -0.83967173534858641 0.66026201556455011 0.9948761292206888 -1.8619119801755339 -0.29483303112427489 -1.0861700333034265 1.6033849367151125 2.7860623538189473 1.8999064755685127 0.58895901036483078 0.86385367930994306 -1.2369097968503453 -2.5456679507321813
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 -6 -2 -4 -3 15 11 16 -12 -14 -15 -10 18 -18 -7 21 -13 -20 23 -9 -24 -5 27 28 -8 -30
right_child=1 8 3 25 5 10 26 22 9 -11 12 20 13 14 -16 -17 17 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.1349745210350737e-05 -8.0864583018504192e-06 -4.0061411113683103e-05 -1.7432349460351449e-05 -8.2533816545730287e-05 0.00021716299099504201 -0.00013594285945483148 -0.0001344634755659914 0.00013430091923812153 0.00023263120433743777 6.2278485481628904e-07 0.00010485381582904635 0.00095307624099004863 -8.0873642647091368e-05 -0.00012024701672377954 6.534826418826233e-05 -6.1740329869709837e-05 0.00034366502016529917 -3.5603235138166965e-05 0.00020165288627139487 -0.00030978723400732627 -5.8578543588169439e-06 -6.1900860638027533e-05 6.9956499950170909e-05 0.00061291903047671552 -0.00045105771498052453 6.9162176165663545e-05 -0.00013343260357219912 -9.9631819939629494e-05 -0.00060078742687853434 0.0002267588162528129
leaf_count=29559 48652 9447 24706 79939 2028 42129 912 1422 5244 5700 6588 101 17112 4083 14027 1127 878 8461 2782 989 21507 3173 15516 516 389 5325 1387 1527 146 6559
internal_value=0 -0.0206888 -0.0259111 -0.0363548 -0.0206577 -0.0386998 0.0133024 0.0269652 0.0394309 0.094933 -0.0425051 -0.066617 -0.00362111 -0.0255934 0.0256923 0.180986 -0.0931974 0.00574483 -0.114378 0.0128424 -0.000688064 0.0618917 0.0848065 0.295326 0.059805 -0.0737824 0.100885 0.136137 0.178873 0.214701
internal_count=361931 332372 310854 251671 166407 123858 59183 42549 21518 12071 121830 80020 41810 35222 18110 6371 58412 9339 49073 6944 21608 5955 17843 1938 15905 85264 10531 9144 7617 6705
shrinkage=0.000980392


Tree=4313
num_leaves=31
num_cat=0
split_feature=785 519 728 660 852 21 507 727 382 319 691 1113 1110 902 981 1185 1174 626 1443 567 789 1041 590 689 430 726 490 487 1004 360
split_gain=18.4666 17.7855 21.8377 23.5377 27.4269 24.9139 21.4369 20.1526 21.3938 19.9089 20.2373 19.6071 25.2556 22.0486 22.7085 22.3415 20.0412 19.7971 19.5142 19.3276 19.1886 19.0054 18.9735 19.9652 18.757 20.6403 18.7556 22.0692 24.9882 18.4435
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.11682074345248079 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.58033782246054733 -0.60749452268532422 1.593744732512876 2.5094887342694556 1.1248358748350926 -1.16817972268513 0.58895901036483078 0.86385367930994306 -1.2369097968503453 -2.5456679507321813 1.8288977689654324 0.055091597408409507 2.17808977339492 -0.40440207294053654
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 11 -5 -2 -3 20 10 19 12 -4 17 15 16 -15 -14 26 -7 -9 -21 23 24 -8 -26 27 -6 -29 -19
right_child=1 7 3 5 18 9 22 8 -10 -11 -12 -13 13 14 -16 -17 -18 29 -20 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=4.0225296170723839e-05 -5.1085516346808978e-06 -3.6586140122581451e-05 6.712507032211985e-05 0.00017654046458944072 5.2263508690906182e-05 -2.4312274519670881e-05 -0.0001316018857250118 0.0002310408285446948 4.0880154833582069e-06 -0.00010803452831811261 -8.1440694823891924e-05 -0.00011313541024027588 -0.00030813490606648085 0.0017005743654011835 0.0012986396591730708 -0.0002023216099579674 0.00026439832778529961 -0.00019278252193904083 -0.00010751023789700428 -0.00097753233000988024 -5.8207548164729002e-05 0.00039730313088208349 -0.00013215554362340035 -9.7359436613579059e-05 -0.00060254314885772929 0.0002305445074841763 -0.00027432429129722397 0.00025203578980187761 -0.00036975297832944474 8.8202363431771397e-07
leaf_count=29559 48652 9447 14507 3398 10572 98135 912 5244 5700 37525 48105 12546 2268 64 82 358 174 4036 3164 87 1127 735 1387 1527 146 6559 789 5650 366 9110
internal_value=0 -0.0175121 -0.0226521 -0.0330484 0.00530566 -0.0474884 0.0163762 0.0416396 0.0962146 -0.0510343 -0.0399651 -0.0302315 0.000174204 -0.0661044 0.334538 0.159462 0.708058 -0.0855399 0.0716992 -0.0216326 0.180265 0.318134 0.104094 0.139617 0.182549 0.218437 0.0982492 0.112282 0.222068 -0.0534943
internal_count=361931 332372 310854 251671 63686 187985 59183 21518 12071 184587 147062 43145 30599 16092 678 596 238 15414 20541 98957 6371 822 10531 9144 7617 6705 17377 16588 6016 13146
shrinkage=0.000980392


Tree=4314
num_leaves=31
num_cat=0
split_feature=785 519 728 869 660 507 852 21 590 689 727 382 789 264 1463 216 569 1450 138 734 920 1451 1228 568 507 843 1226 924 978 361
split_gain=17.4171 16.1413 22.8712 22.7535 23.6302 21.9508 20.9617 20.5379 19.9087 20.1852 19.6916 21.1371 19.9377 19.5459 22.605 19.7883 19.4963 20.071 21.8567 18.9005 23.8587 22.901 19.9294 19.2878 18.7559 19.6476 18.9228 18.6469 18.6097 18.5465
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 0.65809631222906606 1.0000000180025095e-35 -1.6471741456694959 0.58895901036483078 0.86385367930994306 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.38646845251715672 0.25173025313656361 -1.8619119801755339 -0.8803382114328292 -0.33386868244407664 -0.54380050912685796 0.85494804639094091 -0.83967173534858641 0.66026201556455011 0.9948761292206888 -0.29483303112427489 -1.0861700333034265 1.6033849367151125 2.7860623538189473 1.8999064755685127 2.6375975511520715 0.77263216585426908
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 -2 -4 -6 9 -7 -3 12 -12 14 19 -16 -15 -18 -19 21 -21 -9 23 -23 25 -8 -26 -5 -29 -20
right_child=1 10 3 27 7 8 24 13 -10 -11 11 -13 -14 16 15 -17 17 18 29 20 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=3.898498549295103e-05 -3.8380948306888756e-06 -3.806719612271302e-05 -1.6126297230865688e-05 -7.7244880921183595e-05 0.00021533915933615261 0.00018273283622948446 0.00013496741594791898 -0.00013072368083388925 -0.00013526391227882374 -9.5244411269619704e-05 0.00022872109203360484 1.6747514611756351e-06 -6.6239284783322657e-05 0.00010694202076831797 0.00096188238573205302 -2.6461268483954199e-06 -7.7619724970886346e-05 -0.00011675550767013692 0.00011357599196071012 0.00034437624366882538 -3.3186899019704537e-05 0.00020288747281037252 -0.00030707029508581353 -5.962175671602095e-05 7.0447323774420779e-05 0.00061044426890822416 -0.00044614047283396407 9.041288632190789e-05 -0.001197966729204722 -7.2771006993060683e-05
leaf_count=29559 48652 9447 24706 79939 2028 7617 1422 42129 1387 1527 5244 5700 1127 6588 101 21507 17112 4083 10534 878 8461 2782 989 3173 15516 516 389 5251 74 3493
internal_value=0 -0.0171242 -0.0220235 -0.0326651 -0.0176855 0.0179444 0.0279452 -0.0349869 0.106756 0.143182 0.039245 0.0932108 0.1768 -0.0387034 -0.0625213 0.00263091 -0.000338848 -0.0220859 0.0293552 -0.0888116 0.00804819 -0.109564 0.0148281 0.063722 0.0853255 0.295087 0.0604147 -0.0684334 0.075203 0.0703092
internal_count=361931 332372 310854 251671 166407 59183 42549 123858 10531 9144 21518 12071 6371 121830 80020 21608 41810 35222 18110 58412 9339 49073 6944 5955 17843 1938 15905 85264 5325 14027
shrinkage=0.000980392


Tree=4315
num_leaves=31
num_cat=0
split_feature=785 713 578 915 0 365 626 84 11 632 1107 845 1398 1383 1247 742 1361 1367 775 977 1044 625 291 21 869 915 569 69 1453 695
split_gain=10.8902 12.8685 13.8458 12.9625 13.6421 16.258 13.1676 12.8679 12.7175 12.5422 13.0605 15.6912 16.2393 17.6613 12.4531 12.2689 14.2174 14.6213 15.112 15.5835 14.9417 14.6897 17.3276 14.6338 15.5031 13.4995 15.5778 13.4336 13.4322 13.1335
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87905496296652397 2.0502917455158411 -1.2096931440375838 1.9814863539429559 -1.3380520127373321 -0.68558919392270623 0.90432387756753785 2.279716963366909 2.5011143373355242 -0.82661152324682996 -0.097918240373625134 -0.61228117285812644 -0.14699254104930645 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.34783246272809076 -0.7200232787384967 1.1511571617027101 -0.87985584878023693 0.15169686678637168 1.0000000180025095e-35 1.041070318382423 0.95315190440191655 0.92911928547161926 0.07561943367454789 0.95496318747388242 2.737480222402255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 14 7 -6 -5 10 11 -8 13 -13 -1 16 17 18 -4 20 -20 -19 23 24 28 -17 27 -27 -23 -18
right_child=-2 2 15 8 6 -7 9 -9 -10 -11 -12 12 -14 -15 -16 25 29 21 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.028783567425045887 -0.00040669869800160952 0.0093564080045555505 0.0025333028663589957 0.0087191664790692604 -0.047834756694126374 0.10152501899408435 -0.033748787328701339 0.048390589990861314 0.08301486708708497 0.034821167649155549 0.054160650774910869 -0.028016769098660937 -0.023116847138811472 0.0074245455421646624 -0.029578812198594814 -0.0014496328865282421 0.006107775408553116 -0.012693463382991967 -0.04429214836288059 -0.007695337208798704 0.027256080983800581 -0.012034395437405709 0.012249354068470109 0.0068210664818014856 -0.059168153956301484 -0.016032966218397948 0.014536507979900385 -0.059253768385643363 0.030307377662455039 -0.056955289164842215
leaf_count=133 332372 3434 1659 195 33 32 521 82 32 64 30 309 801 812 100 3657 9611 653 306 1890 58 814 2384 1177 87 279 115 154 100 37
internal_value=0 0.0370119 0.0519275 -0.109583 -0.151067 0.374854 -0.202237 0.56875 0.465318 -0.239205 -0.269613 -0.292224 -0.194603 -0.0133327 0.156388 0.0327563 0.0572845 -0.00548874 -0.108312 -0.228372 -0.692303 0.0712906 0.113898 -0.027102 -0.225241 -0.0741584 -0.416516 -0.632984 -0.146007 0.116802
internal_count=361931 29559 26415 3144 2917 265 2652 115 227 2537 2473 2443 1922 1121 233 22981 18776 9128 3913 2254 364 5215 4562 2178 1001 4205 548 433 914 9648
shrinkage=0.05


Tree=4316
num_leaves=31
num_cat=0
split_feature=1078 789 381 444 694 654 698 877 294 1087 50 56 1291 188 1470 1178 65 227 420 1463 1457 691 1039 357 155 1470 472 278 369 145
split_gain=10.8746 12.7091 21.024 19.5067 18.9033 20.655 18.5313 17.9684 19.256 17.584 17.529 22.2768 24.8543 26.4768 20.1598 19.6723 19.3041 19.4337 19.0857 18.8216 22.1794 18.8008 18.7884 19.6548 19.7129 18.7591 18.3535 18.1628 17.8544 17.7898
threshold=1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0617732612454149 0.84781918888074015 1.0000000180025095e-35 -0.26733251094704602 2.5136394492048102 -0.49031255070605578 4.1936450872564981 1.4829784501753427 1.0000000180025095e-35 2.3812033167488225 1.0000000180025095e-35 -1.3664195657027294 0.060150514790486227 -0.6851319895343676 -0.7695837962945874 1.4893295372522699 2.3117778832458433 1.339295830115254 0.09073343107150042 0.38168399451214347 0.75594710763866246 1.0413121838058277 2.1658139678380679 2.3384314522671743 -0.0088775008820075711 0.2313107406515203 -1.4851720464696114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 -3 -5 -7 -9 -4 11 12 13 25 28 18 29 -18 -16 20 21 22 23 24 -19 -1 -14 -28 -13 -17
right_child=-2 2 9 6 -6 7 -8 8 -10 -11 -12 14 26 -15 15 16 17 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0030024233944431901 -0.0016711893771175633 0.0078166087924083812 -0.0064594640529574004 0.0040764480639462319 -0.00610559901129013 -0.0012286487492406306 -0.014944567982613925 -0.021192980786045926 0.070312953333276432 0.078306691698247929 0.0032792545151261589 -0.029435232625378178 -0.01621210728756781 0.00063022730186380286 0.00042834329196422935 -0.025939068410626903 0.0073480421581933845 0.008537438115720759 -0.0062319489919139661 -0.020417881807191479 0.012888134198850043 -0.0054407310118326606 -0.0056478381397388668 -0.0047095986131490183 -0.0078311383226140029 -0.01889703338054801 0.076174554947815068 -0.052016778467211616 0.0043247171722431196 0.0051917418984973526
leaf_count=51526 71586 6862 10427 938 3768 8566 1960 58 88 25 21388 493 3064 50479 69421 244 4720 6724 6153 602 1452 8458 3824 2441 1129 1775 65 39 272 23384
internal_value=0 0.00196488 -0.0402985 -0.000331269 0.0264597 0.0610682 -0.171592 -0.0116462 0.810348 -0.124061 0.007585 0.00118549 -0.0271949 -0.0213476 0.0196402 0.0218874 0.0539858 0.0141332 -0.00204532 -0.0112801 -0.00147153 -0.0196133 0.028206 0.0745915 0.128511 -0.0689504 -0.280817 0.838219 -0.328435 0.0982702
internal_count=361931 290345 32692 22240 19342 15574 2898 8712 146 10452 257653 236265 106948 103780 129317 128552 52978 29350 75574 24630 24028 22576 14118 10294 7853 53301 3168 104 765 23628
shrinkage=0.05


Tree=4317
num_leaves=31
num_cat=0
split_feature=888 623 804 756 65 1394 1120 1449 1182 1384 71 286 695 89 1386 1387 207 350 1257 975 154 17 844 1454 692 422 773 345 851 277
split_gain=10.6692 12.7568 14.8279 18.2854 17.0346 14.865 17.2997 13.7345 14.3563 14.1555 14.2029 14.1525 13.8346 13.8168 13.6115 15.3464 15.3197 13.4825 13.436 13.4296 13.0157 14.6324 13.8816 13.2527 17.3875 15.8781 19.9209 19.9026 15.7784 16.6807
threshold=1.0000000180025095e-35 2.4730844549491207 0.45538871002063286 -1.6026595041879164 1.0000000180025095e-35 0.45292499911150025 0.55526346828910345 -0.557922637262383 -1.013144675181709 -0.2814904338649919 0.29651547708296028 0.027238752369885499 -0.47376512088986106 0.76961154611489146 -0.54585497914839354 -1.1015510774478241 0.9225625799555941 2.842068092445619 1.6361377910849619 -1.187272793003161 -0.74329359927148519 -0.28210024078012791 1.5001167163071589 -0.5139654014828271 -0.10091217798353498 -0.46453663900988013 -0.60643303561661599 -0.86735179621602254 -0.33811283005707693 -0.70154067256699737
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 -4 5 6 14 -6 12 13 11 -11 -9 -10 15 -5 -17 20 -16 -8 21 -3 23 24 28 26 -26 -28 -22 -30
right_child=-2 2 3 4 7 -7 19 8 9 10 -12 -13 -14 -15 18 16 -18 -19 -20 -21 22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-8.1259808247320474e-05 -0.0021333086367752584 -0.00046674226932247244 -0.039012680610309408 -0.082419480943347279 -0.025497387803733725 0.037678516521421006 -0.10718775623125679 0.0078127455964917495 0.044225785563309243 -0.018442115097797925 -0.060698105664071127 0.05597992142178157 -0.10905379533014375 -0.045110358438236964 0.03696423376274259 0.019841601191546269 -0.051257261410725147 -0.041649348002960995 -0.031548152469121855 -0.005535213474808739 0.013764860777240581 0.023878802029277609 -0.02707870723720452 -0.005467571569163214 -0.0079495376491175215 0.011145867735546414 -0.030098303309794652 0.09559227245211864 0.023774440830811688 -0.042477020322518821
leaf_count=308961 46198 658 101 28 203 385 20 27 190 89 51 52 29 32 412 263 44 108 36 204 283 616 278 1836 51 358 23 92 70 233
internal_value=0 0.000683213 0.0967048 0.242161 0.280917 0.408126 0.270463 -0.0202688 0.192176 0.331414 -0.140962 0.229325 -0.927604 0.697332 0.417189 0.0681892 0.199312 0.0212544 0.640217 -0.257041 0.0389956 0.233384 -0.0378317 0.00628415 0.205827 0.495884 1.05339 1.53251 -0.0786468 -0.497676
internal_count=361931 315733 6772 2166 2065 1392 1007 673 470 414 192 141 56 222 783 335 307 4606 448 224 4498 1274 3224 2946 1110 524 166 115 586 303
shrinkage=0.05


Tree=4318
num_leaves=31
num_cat=0
split_feature=519 858 712 450 1092 978 140 1243 1420 330 777 841 622 218 1408 416 723 925 962 797 854 797 861 200 515 1469 771 1397 572 955
split_gain=10.6306 19.7251 20.7107 18.8119 16.9168 14.5758 14.5515 16.5243 15.3283 19.1709 14.9192 14.3763 13.8915 14.3304 13.7764 13.7064 13.7002 24.6616 21.0593 23.3186 55.525 42.2654 26.4921 27.1185 26.3785 23.9856 22.1578 27.8487 24.2294 21.7994
threshold=2.1420547332082829 1.0825608069246189 1.0000000180025095e-35 0.69231615738246322 2.3042309584921359 2.182877356763115 1.2564119863857197 3.607391329807891 1.0000000180025095e-35 1.0000000180025095e-35 1.4357387017987004 0.43152113847647749 -0.24945012619939314 0.14959401940359213 -0.71198000461070499 1.9229899978776543 -1.0570063487222232 1.0000000180025095e-35 1.3714217264408297 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 -1.281871280663196 1.4353143596930875 -0.92505546863138177 0.75179090162714879 -0.67455506659390652 1.4756108952694114 2.3308467365638124
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 5 4 6 15 7 8 9 11 14 12 13 -4 -8 -2 17 -1 19 22 21 -21 -18 25 -25 -24 -22 28 -28 -20
right_child=1 -3 3 -5 -6 -7 10 -9 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 29 20 26 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0037275542649238633 -0.001303085129779179 -0.0065071043399839643 0.019567035151444284 0.014218308161991556 -0.011350522156098424 0.015378589962160958 -0.048328452406714802 -0.05079017669537287 0.00083208052594601364 0.016483523418557182 0.034436360084628609 0.015898039885622318 -0.015083180239466067 -0.0096442190230074457 -0.0070200286634657938 -0.0256486626680342 -0.0014783491036116777 -0.0010938678138248698 -0.003945461631360195 -0.0038604498801706557 -0.0020637292409607659 0.01419718524191794 0.0052064123761418933 0.0017935631125908609 0.0087588418101304279 -0.005342078172529601 -0.0014379081426411401 -0.010741209881131772 0.036175446265210839 0.016627697989084242
leaf_count=28009 7980 2809 402 2563 714 563 121 67 2835 2847 81 599 634 347 651 320 63041 29271 47637 2805 54157 3823 3718 68608 7715 14275 3585 10441 250 1063
internal_value=0 0.0408883 0.063989 0.120948 0.0767434 -0.0186781 0.103914 0.13298 0.141461 0.214397 -0.162184 0.0579052 -0.0647324 0.126674 -0.256821 -0.0435775 -0.00717353 0.0253542 -0.0143304 -0.00646768 -0.0414086 0.148249 0.00932674 0.0327339 0.0496599 -0.05546 -0.0636653 -0.147726 0.0198869 -0.0698555
internal_count=361931 23533 20724 11861 9298 8863 8584 7731 7664 4829 853 1982 1383 749 772 8300 338398 57280 281118 232418 75061 6628 157357 94316 76323 17993 68433 14276 3835 48700
shrinkage=0.05


Tree=4319
num_leaves=31
num_cat=0
split_feature=1450 1468 1464 1449 214 294 1168 123 1449 1449 1459 1458 1455 1467 969 1451 331 422 1436 1449 678 1454 1468 21 1469 1452 21 21 1452 1452
split_gain=10.524 21.7469 30.3899 25.2244 19.0446 24.6433 19.0772 18.6651 19.4003 31.1006 27.3155 26.8823 29.5135 38.4939 22.3318 22.8363 21.9408 21.8826 22.0716 20.7535 31.3078 22.6548 49.781 36.5086 27.627 38.2712 29.806 35.5404 28.5243 28.4058
threshold=-0.33386868244407664 4.4254531621270878 0.020652577133266702 2.4498220593785009 0.85246813825223489 1.0322592377986608 -0.28919238636343836 2.8501099055791257 0.52358129808114695 0.66825084082819164 1.9632967188765165 -0.06493454140346698 0.99585112258034558 0.5258453444190252 -0.38321840731738033 0.17178520290350494 3.3838079083271935 1.2467210516268314 0.60428344764309971 0.41413877860891823 2.2630177386489128 -0.91909735138557946 1.1169629351287809 1.9458729514926574 0.26697426476209379 -0.12401946641855496 2.7023039193162686 2.3240884354044633 0.8075782449106812 0.85148356494928035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 6 -6 -2 8 10 11 19 -10 13 16 15 -12 -13 18 -11 21 -21 22 23 -1 28 26 27 -26 -23 -30
right_child=4 2 -4 -5 5 -7 -8 -9 9 17 14 12 -14 -15 -16 -17 -18 -19 -20 20 -22 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00076036201607349778 0.0018415113704161581 0.043873441852778833 -0.0091354151011625254 -0.0052891743763329151 -0.00094003692756218591 -0.010642412442884967 -0.00087935219525081499 -0.010048745710211519 0.0031205247626383292 -0.00095185889091889777 -0.018193324355105112 0.020384019945659627 0.048130228483841915 -0.023361779050759993 0.016871301171262655 0.015380994152918565 0.14898540313679601 -0.010106858071020611 0.0085579874019760024 -0.0089571838364836259 -0.07304119184025562 -0.0010750520394590529 0.03147303419971046 0.043508479405235223 -0.0017020908040928562 -0.0090427861453302744 0.033095252627305574 -0.031973631686880971 0.037122716530111698 0.0050073391347142514
leaf_count=6279 103737 422 375 176 32996 5708 55355 3130 2859 13079 619 1282 312 363 1666 406 21 2341 4044 3185 102 61279 715 187 36911 16471 284 546 390 6691
internal_value=0 -0.0175616 0.303757 0.602539 0.00827359 -0.0422271 0.0189392 -0.0199399 -0.01629 0.044094 -0.0278928 0.20978 0.411664 0.271159 0.188287 -0.0743445 0.442766 0.00203592 0.0321459 -0.0333328 -0.225213 -0.028559 0.104726 0.0260427 -0.0362476 -0.077926 -0.0367581 -0.0433708 -0.00453382 0.137101
internal_count=361931 164135 973 598 197796 38704 159092 163162 160032 24301 135731 4837 1978 1666 2691 1025 1303 19464 17123 133040 3287 129753 7181 6466 122572 54212 37741 37457 68360 7081
shrinkage=0.05


Tree=4320
num_leaves=31
num_cat=0
split_feature=1454 1458 21 1449 1460 1466 1457 1457 118 2 1434 144 1321 1324 772 1316 1189 644 1464 1464 1449 1467 1455 1455 1458 1458 1459 1467 1461 1449
split_gain=10.5232 10.773 15.7122 14.729 16.787 17.5222 25.0554 21.1565 18.988 15.6993 14.8702 15.4476 16.5619 16.3788 14.8526 17.0216 15.5894 16.0463 14.4325 46.7435 39.7194 37.6737 53.7785 52.4912 37.5868 50.6013 50.5977 48.2933 41.3539 50.545
threshold=-1.0640499357927207 1.8992776531617575 -3.2545899522946695 2.5214482292721478 7.257651555850817 1.1170366437019192 0.63151525041848589 4.1112452456194752 2.3787456441485824 1.0511332529323869 2.0447430703261724 1.1767597843998023 -0.70040396150208684 0.028472038273159434 0.73948943413467327 -0.47828012248930835 -0.71108169262219012 0.67327013416482728 -0.46492268522126184 -0.42913060951834736 -0.27573187962673479 0.15407857731996497 -0.13893599762964717 -0.078515617405996954 -0.25149012508983032 -0.68670830865558485 -0.44254886610018701 -0.089735161984899933 1.4098417307792441 -0.33071816874506621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 18 5 8 -7 -8 9 10 11 12 13 14 15 -5 -17 -18 20 -20 21 22 24 -23 25 26 -4 28 29 -26
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12 -13 -14 -15 -16 16 17 -19 19 -21 -22 23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.018914541219137354 0.01865729005397258 0.0027528486460078605 -0.0041452718173382438 0.055591016600130466 -0.040347175191053894 0.0082004354211276387 -0.026222856533536783 0.014593343947729168 -0.04116573123442932 0.02567985812250775 -0.02669696845500924 0.029609332268379557 0.00098667794149272562 0.0028200258250102098 0.065913066240714802 0.046249646088440732 -0.023651665938319508 0.067618645290880575 0.023768170700296631 6.6841353814050235e-05 -0.0032247461431500661 -0.0094216180469902377 -0.002719956243688574 0.0036018284290003527 0.0024185656234573215 -0.0030968137048040592 0.019923172409634454 0.027324038399383129 0.034105656582110157 0.035195924652387411
leaf_count=604 580 14863 2027 111 102 1023 718 177 131 654 144 406 2212 440 98 83 175 25 947 198332 77545 11259 17012 7587 7821 10502 3228 1834 632 659
internal_value=0 -0.00264884 -0.0055784 -0.00626247 0.0978542 0.111816 -0.0623464 -0.338541 0.188692 0.209357 0.151363 0.180399 0.128074 0.368393 0.633988 0.430692 0.127095 -0.216064 -0.0085993 0.00412489 -0.0277562 0.0179944 0.0570048 -0.0737646 0.122372 0.0431436 0.22703 0.224305 0.150661 0.103693
internal_count=361931 361327 346464 345884 6499 6397 1918 895 4479 4348 3694 3550 3144 932 492 394 283 200 339385 199279 140106 62561 43715 18846 26703 15757 5255 10946 9112 8480
shrinkage=0.05


Tree=4321
num_leaves=31
num_cat=0
split_feature=184 763 489 76 1243 1177 1465 1190 746 708 1321 202 284 1470 1248 565 452 5 838 78 16 1248 1317 1311 149 705 1316 346 416 979
split_gain=10.4367 14.106 21.7145 15.1087 21.9319 17.4401 15.1788 14.2993 13.9977 15.1431 18.0696 19.9422 19.6037 16.2292 16.0478 22.0579 21.0334 15.236 15.1411 16.2939 16.8362 15.9909 16.6593 15.282 17.8417 14.985 14.1387 14.1077 15.3959 13.9743
threshold=1.0000000180025095e-35 3.223690306720266 3.2172771588277067 -0.092342941437817891 0.77719054276113708 -1.1174414295506361 -0.41120921193798426 1.7121686571640717 1.0000000180025095e-35 0.7703544864701396 -1.2598154052217698 -0.29016305255841285 2.2801252649837127 1.594191353593184 0.036008045977263349 0.094111712639727479 0.60725649753328859 1.1128250325173432 0.67220736140977511 -0.48151957589359212 -1.0538178244489524 -0.22636012377051537 -0.5935255289442456 1.1984311409926829 -0.7331243065055002 -1.9237646129205119 1.9584289272910003 1.7068546359253418 2.1811610213999617 -0.60145453212176603
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -7 -2 17 11 -11 13 18 15 16 -15 27 -12 20 -20 22 -22 26 -25 -24 -21 -10 29 -29
right_child=8 2 -4 6 -6 7 -8 -9 9 10 12 -13 -14 14 -16 -17 -18 -19 19 23 21 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=0.00039445969495414132 -0.0025885686224013608 0.051814006575058774 0.09083651992962137 -0.044208823674273506 -0.043391442410921022 -0.0055256190472897683 -0.010988328746598601 0.041787605869554739 0.0021144041637417834 -0.0038428764798810128 -0.0089756249638841996 0.02968146830634856 0.022583686402336996 0.054602234896956092 -0.0075955506157841029 -0.0045083608317247354 -0.048385281400880643 -0.0046304959151831819 0.042751132669025471 -0.0063649930468239998 -0.018261850552637546 -0.0071649292091495358 -0.016652488665337282 -0.036355276325806596 0.042143060986120293 0.056340200496038551 -0.055080496172084374 -0.022594800060614331 0.034892320792473258 -0.003360156799703719
leaf_count=223089 65862 84 31 382 220 1092 596 93 45259 547 9393 443 311 249 470 242 36 6121 191 2447 106 568 54 71 168 166 109 927 111 2493
internal_value=0 0.00611274 -0.180689 -0.207837 -0.0554196 0.0544228 -0.45875 -0.0276205 -0.0210172 0.000373898 -0.0673098 0.240314 -0.0897603 -0.104609 0.192589 0.46574 0.882891 0.0182027 -0.127618 0.00483435 0.244057 0.102833 0.512747 -0.105006 0.478403 0.831845 -0.166643 0.0320454 -0.123945 -0.15838
internal_count=361931 225587 2498 2467 1489 1269 978 1185 136344 70482 15571 990 14581 14270 997 527 285 54911 13273 3880 1085 894 326 2795 239 220 2556 48790 3531 3420
shrinkage=0.05


Tree=4322
num_leaves=31
num_cat=0
split_feature=785 728 784 921 1002 726 540 976 647 590 1048 730 783 487 290 1020 909 514 29 10 626 968 560 78 570 636 50 1047 1424 759
split_gain=20.8534 16.262 20.8471 19.2263 22.1886 25.0948 22.0978 26.353 19.2116 43.8466 17.8923 17.603 22.0082 20.1679 24.0562 19.3121 18.9542 17.7174 19.6015 17.5166 19.4454 21.3631 17.9952 17.23 16.9045 19.6603 17.2886 17.532 17.9158 17.6806
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 0.62154522891879982 0.69854289147193727 1.0000000180025095e-35 0.99026637822014563 -1.1340907276278103 -0.87782724458594241 0.58895901036483078 0.275266288594333 -0.33215574005720661 1.1155635910225459 -0.49285920298493308 -0.9303161640735903 2.1590889378513896 0.85234763517801404 1.2394703555346365 0.82152675923177465 1.1855328726172645 -0.029299289916889962 1.1344614004379376 1.872806888455649 -0.5382749015429048 -0.48460852809644533 2.4129057422810987 1.4829784501753427 -1.0794544675301283 1.0000000180025095e-35 1.4616517543220227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 11 5 10 19 -8 9 -3 -5 12 15 14 -13 17 -16 -4 -19 20 21 23 -22 -7 -10 26 -26 28 -28 -29
right_child=1 8 3 4 -6 6 7 -9 24 -11 -12 13 -14 -15 16 -17 -18 18 -20 -21 22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=4.3974729293884116e-05 -1.8219390832959905e-05 -4.5627037691873042e-05 5.6934726627257693e-05 -0.0003173928954614899 -0.00012289507887532401 0.00035815041088649259 -0.0012016132284063037 4.3683356039064884e-05 -1.0243622830764983e-05 0.0003899554618960501 0.00017074293295271285 -0.00019421741992485178 -6.4275817667466874e-05 5.340541232165221e-06 0.00021276204284756194 -0.00048395047735220602 0.00065742521910967333 0.00052404010583158051 -0.00026609869433565173 -7.0780293195141922e-05 0.00050334402124847322 0.00054846373345018037 -0.00070269361579230929 -6.9947071677852821e-05 -0.00010274083962797577 0.00035131806478754397 0.0010284725660411596 -4.2807122835698541e-05 -1.507150275564371e-05 0.00044808175000390059
leaf_count=29559 190291 4821 6380 801 1379 655 89 928 33370 1384 619 621 16932 5218 2338 295 446 746 211 553 2092 584 62 1197 55011 602 189 3990 190 378
internal_value=0 -0.0174104 -0.00781891 0.0362798 0.124438 0.170654 0.228781 -0.0532143 -0.0464271 0.0818076 -0.0955206 0.0109694 -0.020075 0.095669 0.220161 0.0786891 0.29639 0.100533 0.380964 0.287646 0.331846 0.198858 0.480921 0.0845685 -0.0567479 -0.0839247 -0.0891758 0.0431217 0.549379 0.0039231
internal_count=361931 332372 232437 42146 8959 7580 6160 1017 99935 6205 1420 33187 24564 8623 3405 7632 2784 7337 957 5143 4590 2436 2154 1852 93730 60360 59758 4747 379 4368
shrinkage=0.000980392


Tree=4323
num_leaves=31
num_cat=0
split_feature=1431 917 699 4 728 784 14 1442 983 699 792 549 910 464 608 1470 416 705 360 150 230 1048 81 910 840 363 1248 421 1335 981
split_gain=10.3678 12.6127 12.2199 15.8245 11.9492 14.4927 18.6532 17.8304 18.6409 17.2705 17.1297 21.9497 20.9041 18.5829 20.9153 19.4911 18.1675 24.6891 22.1649 21.2148 18.5388 17.5108 19.0855 17.2723 17.1839 17.4019 17.0817 17.0784 16.8931 16.8107
threshold=1.8641952677858011 1.9724949828737064 1.0757869465291681 -0.69066184792297791 1.0000000180025095e-35 0.9594655836162902 -0.29829784254478559 1.1357164266384874 2.4893383828373485 2.8974408976375003 1.0000000180025095e-35 -1.3900695809707992 -0.78962221895883722 0.66699641782368668 1.0000000180025095e-35 -1.3664195657027294 -0.084578707422673829 0.08918801511041545 -0.6825425712947133 -0.21670947407920635 3.5257957604197383 -0.65821542779355446 -1.138906896525109 -1.5195305150102882 -0.2334963802005191 -0.61158780864960494 -0.31251086607575612 -1.1395579755140446 0.65645729003182229 2.6613133995472453
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 10 -7 8 -8 -9 11 24 -12 14 -13 -16 17 21 26 20 -20 -15 28 -17 25 -1 -18 -10 -23 -14
right_child=1 2 3 -5 -6 6 7 9 27 -11 12 13 29 16 15 23 18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010858324145321175 -0.0027664638019498557 -0.031396570296987045 0.09146094756007668 -0.017552470714300807 -0.0012140120098846549 -0.00056426056732911177 0.0047793357759584711 -0.0081514921831228465 -0.05818750815544859 0.048085650445615559 0.0024450476509751944 -0.0015726466032772446 -0.002031258116416875 -0.012803187633628485 -0.018511366811067416 -0.0089090287100421182 0.023821017021684404 0.013571429925965026 -0.0088496763076305225 0.0040842194620687201 0.062695861405355657 -0.044821239566818057 0.0090669182893233936 0.0032984978932215749 0.0021343937222236412 -0.0099303835416022709 0.0026059571509351263 0.041395046857317472 0.045013524969536499 0.022113599709294756
leaf_count=3712 15880 701 31 143 103763 17366 20834 1786 29 52 19280 33053 76870 853 503 1780 771 4612 3038 3919 41 161 1834 34457 6190 8667 953 285 26 341
internal_value=0 -0.0704552 -0.449961 0.365349 -0.000548273 0.00762711 0.0455301 0.0852424 0.102964 -0.121525 -0.000719938 0.0202922 -0.0224358 0.0336775 0.0161873 0.0500083 0.0980367 0.175231 0.0313223 -0.0231283 -0.157167 0.0182948 0.120992 0.056118 -0.0656553 -0.127346 0.24644 0.666737 -0.578375 -0.0383088
internal_count=361931 16755 875 174 345176 241413 40352 22986 21148 1838 201061 104570 96491 86001 69793 36740 16208 7486 8722 6998 3079 2874 2021 36237 18569 12379 1724 314 187 77211
shrinkage=0.05


Tree=4324
num_leaves=31
num_cat=0
split_feature=545 1442 1445 1461 705 912 974 1047 954 1396 153 772 788 497 18 623 423 809 852 1321 360 1469 1458 1082 1174 563 693 1451 1458 224
split_gain=19.8133 21.2019 20.0178 21.1485 19.3682 19.9944 19.4381 20.678 19.8972 18.8506 18.6509 18.6043 21.9465 19.9844 18.2635 17.7432 18.2282 19.893 17.6663 23.5996 17.6312 17.8409 18.6365 19.2083 18.3255 20.4032 20.9317 17.9512 30.2654 18.6443
threshold=-1.0372938969678034 -1.2625182715263061 1.6380901172106308 1.4098417307792441 1.3612027609086828 -1.8053664850396696 -0.56489514034160759 -0.56113390889368597 1.6276177283287072 0.66386066127205579 -2.0379534282511709 0.12176606021479949 1.7074187375765932 1.461728259125324 -0.55075962088361263 -0.024657624075993714 0.17688550626567237 3.6226755291136299 1.0000000180025095e-35 -0.88687444274198113 -1.0422070088216659 0.42433792593615 -0.71693843586677841 2.4209663428157406 0.433928937993599 0.82104506460166371 -0.25713187805821031 -0.45460299310287072 -0.6420356832362869 -0.54284042719397008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 15 -6 7 -7 10 -2 -8 12 -12 -13 -14 -3 17 20 -18 -20 -17 -22 -23 27 25 26 -25 28 29 -24
right_child=1 4 -4 -5 5 6 8 -9 -10 -11 11 13 14 -15 -16 16 18 -19 19 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.4962031239338638e-05 -1.3720044546574184e-05 -2.1374191835686407e-05 -0.00013883732086000458 0.00017973697007632393 -0.00044558272080985097 1.4505089519620272e-05 -0.0012375506480595145 0.00030962471635486902 -0.00017992874030138317 -0.00019576787821999332 0.00021127729105987786 -0.00013103078424181051 -0.0010441941350802747 0.00041864732685220645 -5.1994341203048072e-05 -8.2393612091944874e-05 -6.2346215796627233e-05 -0.00032938818832949605 -0.0001654826374685805 9.1744787160462281e-05 7.3878548787698376e-05 0.00013907325241855709 5.835058521004541e-05 -0.00089550601807097333 0.0011024877048720185 0.0009354116405390011 0.00022345277624698972 -0.00012315286473256985 6.6810328192143213e-05 -0.00078607309524507071
leaf_count=94059 20717 105550 14673 2379 483 1888 66 3019 1583 4189 4734 2385 119 329 467 5666 21964 649 2084 9219 45775 3634 203 112 102 108 272 8442 6659 402
internal_value=0 -0.00272262 -0.0557056 -0.0202791 0.00513419 0.0819713 0.0941727 0.208379 0.0371859 -0.0425829 0.0824307 0.0908186 0.16638 -0.0590138 -0.242603 -0.000548797 0.0196656 0.0390925 -0.0246621 0.0456926 0.0426963 0.0522396 -0.00469107 -0.0371749 0.339239 0.159825 -0.0827903 -0.0530989 0.0274159 -0.482606
internal_count=361931 267872 41958 27285 225914 15073 14590 4907 9683 24906 8100 8034 5320 2714 586 210841 105291 72024 33267 11303 71375 65709 19934 16300 594 492 384 15706 7264 605
shrinkage=0.000980392


Tree=4325
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 800 194 690 1437 839 830 889 706 60 1167 810 402 1046 635 900 221 1048 30 1455 737 1014 816 904 1370 1211 6 967
split_gain=20.0733 42.8864 26.1914 21.6862 19.1098 18.8588 18.4525 20.5453 20.7699 19.2976 23.047 21.116 17.8784 17.7183 18.8683 17.0201 21.2553 20.5516 18.3569 17.1488 24.7096 17.0055 16.9492 19.2552 18.1095 16.8832 16.6606 17.1764 16.9462 18.0993
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 -0.57812715656594349 0.58307762070518543 1.2606525530590142 0.72713696786055593 -0.016076712124460889 -1.0973008615797519 2.6474452267957287 0.36331600580378809 1.0000000180025095e-35 1.0000000180025095e-35 -0.65819684525605759 1.0000000180025095e-35 -1.4186728844878853 0.30913402276756935 1.2843353117411589 1.5927696206574928 -1.0271629633182908 1.0597452300227459 0.93792226267099765 1.0000000180025095e-35 1.9117660652834578 0.98567350059335823 1.3947224541143921 1.7737799021787686 -0.66207663790541404 -0.76337448478377923 0.45902119764450444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 6 13 9 -8 -9 11 12 -3 -11 -6 -15 16 19 18 -17 20 -2 -14 23 -5 -24 -26 -4 -28 29 -29
right_child=3 4 26 22 5 -7 7 8 -10 10 -12 -13 21 14 -16 17 -18 -19 -20 -21 -22 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=9.599906108878617e-05 -2.5897848535590811e-05 -3.5429185395843177e-05 -8.6875666338003462e-05 -2.5312241978377688e-05 -1.3643978950509009e-05 -0.00014845450914389746 -4.0396610978523624e-05 0.0017451119582521399 0.00011846606087259386 0.00030500371873959636 0.0010183442804562251 -0.00018867993069560598 -0.00068125205800605257 2.2604943285163503e-05 0.00018117849030096025 2.6836852037289974e-05 -0.00047329523263115494 0.0002023164432242852 0.00022631068506925883 -0.00055700126654912956 0.00081962580930326745 0.00075032129592486911 3.4813974170256561e-07 -0.00019874298361063548 0.00011585767765311403 -0.00030356087707712303 0.00015684688198058775 0.0002407809245077241 -0.00044013137437591565 -0.00084473141624237004
leaf_count=3304 1468 43410 65754 72135 7354 2049 6902 37 6825 641 187 7629 314 6583 7412 28684 779 4176 2268 265 172 46 74392 4068 8917 501 903 825 3657 274
internal_value=0 -0.0326374 -0.084614 0.0032608 -0.00144297 0.0499586 -0.0239341 0.0463288 0.129537 -0.0467735 0.254021 -0.0541665 0.11293 0.0685716 0.11521 0.0510486 -0.134262 0.0631445 0.0430125 -0.00317368 0.0866055 -0.398371 -0.00871611 -0.0338206 0.0135684 0.0989621 -0.0990777 -0.272279 -0.348149 0.0292452
internal_count=361931 164106 74717 197825 89389 23398 65991 13764 6862 52227 1188 51039 1001 21349 13995 37812 2684 35128 30952 1905 1640 360 160013 76203 83810 9418 71413 5659 4756 1099
shrinkage=0.000980392


Tree=4326
num_leaves=31
num_cat=0
split_feature=890 407 795 705 660 774 1377 221 288 50 1445 1038 735 958 1347 773 1383 816 606 917 1065 641 495 1390 77 423 1468 1182 1252 558
split_gain=16.8749 23.5679 20.2772 25.7082 22.8542 19.6299 18.7271 19.1196 22.074 18.6735 20.4696 19.8362 18.0942 19.6348 20.8221 20.8624 20.0966 19.1809 25.052 21.0869 20.5155 22.9063 21.3461 19.774 25.4319 19.0245 18.507 18.083 20.4023 17.7285
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 1.2284335450172812 -0.72421686037558375 1.3233950244699619 -1.0606629817441902 1.5927696206574928 1.0977970934537717 0.55630078546380823 1.0569698594133861 0.036204024691662347 2.2560756724538602 1.313041538630376 0.67705179624153933 -0.83074260431828117 -0.48440439011213404 0.34754775078765171 0.44224916350105375 4.3127385003387806 1.0518754624258557 2.1370914862793571 0.98615041812372606 1.617277697914304 0.13053934129748787 -0.30309620381609387 3.9650802667107272 0.26699677995802079 2.8538447062783869 -0.012763642026694605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 27 9 -9 -8 -11 -12 13 17 25 -16 -17 19 20 -4 -19 22 23 -22 -25 -15 -20 28 -6 -14
right_child=1 2 12 5 6 -7 7 8 -10 10 11 -13 29 14 15 16 -18 18 26 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.9498699700442545e-05 -6.229790507307816e-05 7.07633235979976e-05 -5.7390233975635204e-05 0.00014252789075716008 -4.2868262663865203e-05 -0.00033333264887076066 -2.4216185441422885e-05 0.00022103000219915518 -0.00022966497818644697 0.00011036149037182502 -0.00039792332772710945 8.858827629977722e-05 0.00020273550417155843 0.00013723065342732154 -0.00093657697621122996 0.00067244410705975615 0.00015689330618157387 -8.252764969535841e-06 8.3014350353475508e-05 0.00099823000825509747 -0.00015867792006508437 0.00078008700837220804 -0.00052744632782624249 0.0012658324348857981 -0.00034818137307234459 -8.9548196769411844e-05 -0.00077664210382217007 -0.00021509264506149777 0.00078649776303330737 -4.6714901348910867e-05
leaf_count=96477 36838 25668 59547 11451 9445 455 39373 3169 559 9360 825 787 3058 3841 80 538 872 30010 14751 88 3124 98 667 88 74 3751 127 4650 164 1996
internal_value=0 -0.00102782 0.00647863 0.0293566 0.0167658 0.127598 -0.00562165 0.0122448 0.157807 -4.50573e-06 0.0764441 -0.158191 -0.0132884 -0.0194515 0.082519 0.31413 0.36589 -0.0278606 0.00351845 -0.0567568 -0.029701 -0.167213 -0.192533 -0.125036 0.576311 0.0309841 0.0778818 -0.0855043 -0.0291903 0.108764
internal_count=361931 265454 228616 105906 94000 11906 68332 54073 3728 50345 10972 1612 122710 117656 9082 1490 1410 108574 48939 59635 34061 4051 3953 3286 162 7592 14878 14259 9609 5054
shrinkage=0.000980392


Tree=4327
num_leaves=31
num_cat=0
split_feature=388 145 218 1250 1470 760 499 6 87 1220 797 767 981 28 497 966 1452 6 1051 291 702 215 633 906 620 1397 768 1257 265 841
split_gain=10.3926 13.8633 20.7819 17.473 21.1804 17.8133 17.5955 15.8121 22.6995 17.9069 20.7306 15.3288 15.1542 14.0983 19.491 14.2218 13.942 16.2649 14.8515 14.6379 13.7677 14.7467 13.6665 13.6868 17.5724 18.2626 16.9751 16.6382 16.5479 16.7773
threshold=1.0000000180025095e-35 2.3115003420585145 -0.49626057077558128 -0.7166382330412121 -0.70412577816383015 -0.25347652735177872 0.36368349349013146 -0.29750719615408577 1.558094254673301 0.5538688235692526 1.0000000180025095e-35 -0.67529433994214016 0.07921809565498851 0.88286420393433984 -0.55669759290015886 -0.96206061978270363 2.5358997600969504 -0.28171508467511314 -0.55445085604239142 -2.3353481570680521 0.95242154804564771 -0.7318008502859531 2.7486201639414669 -0.87511639267918928 0.13102810056866962 -1.1298808192966601 0.41565238926418674 0.19159360406119327 1.0000000180025095e-35 -0.62916224133613796
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 4 5 -3 7 20 9 10 -9 13 -12 14 -4 -16 19 18 -18 -2 21 -5 23 24 25 -21 -26 28 29 -28
right_child=1 2 11 6 -6 -7 -8 8 -10 -11 12 -13 -14 -15 15 -17 17 -19 -20 22 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00011668725552318757 -0.033414354135344757 -0.021591155844894308 -0.04461297451363444 -0.0060865529611554697 -0.038649122438501077 0.075351556656949814 -0.0052430472944215017 0.068000979634595046 -0.06079143810956944 0.012780995126103686 0.2204143695202303 -0.01473492832647596 0.088132861416268082 0.075316729477063624 -0.034294722141480008 0.048960659771521226 0.017838104266560795 -0.024477148978678465 -0.014115320423282007 0.013656808376281577 0.10382809061029991 0.057245246161204834 -0.014827961430806736 -0.002155678905750991 0.0036776920953518325 -0.0043035826166071605 0.013700555935119658 0.0018348007488534692 -0.0045571243268115527 0.053466423625590481
leaf_count=289955 314 74 153 250 257 72 188 111 32 53 26 745 24 50 58 123 336 970 592 1122 28 76 1293 54086 3370 6149 284 493 231 416
internal_value=0 -0.0324404 0.17744 0.444118 -0.107506 0.659918 0.656256 0.870623 1.35223 1.58694 1.97674 -0.0777872 3.23611 0.375172 0.128464 0.588882 -0.0388928 -0.252293 -0.0214635 -0.0323146 0.480436 0.294872 -0.0299256 -0.0245857 0.053916 -0.0288437 0.172083 0.404864 0.610184 0.777166
internal_count=361931 71976 2320 1191 403 146 788 600 246 214 161 1129 50 384 334 181 69656 1898 928 67758 354 326 67444 66151 12065 7271 4794 1424 931 700
shrinkage=0.05


Tree=4328
num_leaves=31
num_cat=0
split_feature=785 519 728 660 852 507 21 588 575 195 872 1223 689 430 1443 726 1113 1110 902 981 1185 1174 626 490 487 1004 906 1392 279 566
split_gain=26.286 18.5628 25.2757 25.2263 28.7375 23.8101 23.237 21.2504 21.2031 20.6327 26.6981 21.4087 20.4907 20.8121 20.2809 20.1528 19.6651 25.2506 22.0928 22.7243 22.3073 20.2727 19.8971 19.0676 21.8473 25.0127 18.9104 20.777 26.3806 21.0139
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 0.65809631222906606 -1.6471741456694959 0.71188872395471614 1.0000000180025095e-35 0.69976010066948824 3.0757328524286596 1.0000000180025095e-35 1.1511195098725142 -1.2369097968503453 1.593744732512876 -2.5456679507321813 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.58033782246054733 -0.60749452268532422 1.8288977689654324 0.055091597408409507 2.17808977339492 -0.018969399028744477 -0.28190275070883963 0.49624277899097191 1.8619965878080877
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 16 -2 -5 8 -3 10 26 -11 13 -7 23 -15 17 -4 22 20 21 -20 -19 24 -6 -26 27 -8 29 -29
right_child=1 7 3 6 14 12 9 -9 -10 11 -12 -13 -14 15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=5.058161381916662e-05 -4.1459632229190303e-06 -7.846770090276716e-05 6.6079462349319544e-05 0.00016703830984935662 5.4471103586857754e-05 -0.00016539121460168091 -8.5715632506811224e-05 0.00016959198779407952 7.1590170127081216e-05 -6.3317427631416447e-05 0.00025692253233498098 4.2613041489141353e-05 -0.0001341069029626138 -0.00052920648215296941 -0.00010957654178392332 0.00019381887164510517 -0.0001143031188663409 -0.00030963289609181838 0.0017045225772719765 0.0012971207182094502 -0.00020316345477393408 0.00026059480973378453 -5.3391806468979594e-05 -0.00027563732663340984 0.00025341024521164485 -0.00036871273504664225 -0.0001041985660418228 -6.7573023203500507e-05 7.8928527368110065e-05 0.00020054979817416232
leaf_count=29559 48652 7439 14507 3398 10572 1020 42681 4398 9681 20780 1149 18682 1511 186 3164 7814 12546 2268 64 82 358 174 13146 789 5650 366 62445 26127 11325 1398
internal_value=0 -0.0182289 -0.0234775 -0.0346528 0.00504877 0.018521 -0.0495909 0.0421956 0.00746166 -0.0530088 -0.0677253 -0.00694057 0.110993 0.147999 0.072994 0.181798 -0.031322 -0.000873387 -0.0671374 0.333808 0.158549 0.706276 -0.0865919 0.100067 0.114211 0.223454 -0.0712351 -0.0475932 -0.00932481 -0.0515712
internal_count=361931 332372 310854 251671 63686 59183 187985 21518 17120 184587 145125 39462 10531 9020 20541 8000 43145 30599 16092 678 596 238 15414 17377 16588 6016 143976 81531 38850 27525
shrinkage=0.000980392


Tree=4329
num_leaves=31
num_cat=0
split_feature=785 652 588 723 728 650 892 276 827 768 1049 1189 513 8 222 911 428 219 866 923 923 635 1049 574 636 829 3 507 1337 1077
split_gain=18.2995 15.1442 17.8218 26.3928 19.0921 20.56 19.7646 20.0475 19.1637 18.9945 19.772 18.302 17.947 24.3174 19.9557 18.8618 17.5078 17.8833 16.8059 55.8339 40.5043 33.7604 30.0737 25.3732 21.1531 19.8556 19.9934 19.3123 18.4247 18.3964
threshold=-0.86283290253235112 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 -0.49008176997875957 2.1314615550283826 1.0342428102238199 0.56241006936257165 -0.36836247429892682 -0.40325446230797596 -0.91270779393982859 3.1007877144379763 1.0454229551509682 0.45943131677076249 2.0529072565322344 1.1609772979068056 0.096523961106235734 0.04258017987769764 0.5880156106821478 -0.86449023226567734 -0.86449023226567734 1.7670487384108637 1.7619212966369413 -0.71454879228704005 0.68309278718893096 0.081178570685262019 0.17707551726593593 -1.0861700333034265 -0.86991531939468947 4.2406324835638474
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 8 18 11 -3 10 -10 -8 13 -5 -15 -14 17 -13 20 24 -6 23 27 -21 -20 -22 -27 -23 -26 -25
right_child=1 2 3 12 6 -7 7 -9 9 -11 -12 16 15 14 -16 -17 -18 -19 19 21 25 22 -24 29 28 26 -28 -29 -30 -31
leaf_value=4.1838178232959961e-05 6.5276342552078545e-06 7.5955369420448063e-05 -6.3365790379709354e-05 0.00017459668556993527 -0.00020819540591516595 0.00019674188266998976 -0.00018784474272051115 4.7542542647963226e-05 -0.00018526998702922114 -9.0205831886183075e-05 7.5782778713146578e-05 0.0013128143055116165 0.00043880503297759072 -0.00015698916584933796 0.0012506930132036003 -0.00018996583485849888 -0.00033830622566130016 -0.00078432823799011008 0.00046939405653560995 0.00011942181902190491 -1.753787092452532e-05 0.0007849715726424444 -0.00023055166419776833 -8.7593622373752835e-05 0.00086011858822280997 -0.00014132758041080285 -2.0437289832007543e-05 0.00022071231589987079 -0.00010284045044290182 -0.0013550674156913951
leaf_count=29559 105863 10872 6156 3653 8601 2759 15304 3703 1988 15901 8644 123 1245 1721 36 229 141 44 1571 3870 81854 263 552 17641 101 22090 14722 1952 692 81
internal_value=0 -0.0157085 -0.0273174 0.0513298 -0.0332192 0.0118742 -0.0450736 -0.131144 -0.00277288 -0.0373855 0.0347524 -0.17692 0.136249 0.0798341 -0.124022 0.341866 0.464693 0.962138 -0.036954 0.0157228 -0.0492991 -0.0198164 0.190928 -0.056089 0.335912 -0.0374347 -0.0894846 0.299761 0.0338742 -0.0939419
internal_count=361931 332372 226509 13040 213469 40164 173305 19315 37405 26533 10632 15612 6884 5410 1757 1474 308 167 153990 26723 127267 24359 2767 21592 2364 118666 36812 2215 793 17722
shrinkage=0.000980392


Tree=4330
num_leaves=31
num_cat=0
split_feature=785 21 683 816 967 1011 734 678 672 933 1453 976 829 82 566 1454 1193 621 760 930 706 1149 496 20 1284 1466 1387 635 6 211
split_gain=10.6328 12.0283 17.4127 16.989 21.6376 20.3058 31.1177 23.9717 23.231 22.0343 19.6921 18.4383 18.6255 20.0547 18.1752 20.2376 23.2199 19.4947 20.054 19.1915 18.064 17.475 17.0505 17.1156 16.7642 16.5604 20.154 18.4852 17.6363 17.9161
threshold=-0.86283290253235112 -0.70163543588998201 -1.3831318875547542 -0.92870374882376117 0.85397517239059184 1.3326183996331451 1.0000000180025095e-35 1.6243751288565669 1.0000000180025095e-35 0.68806224955729689 0.62153978536180354 1.4111516778572211 -0.099677884915815404 -1.3453491960479045 2.3092846852194597 -0.91909735138557946 -0.64120778244795107 -1.5516453607158962 1.7363285793287633 -0.9149690415980628 -1.2344099298364593 1.3094460619852766 1.5604639201894377 -0.51511773448591602 2.2223046973814333 0.51364500316626394 -0.62884855470388235 0.6272977314300564 1.7949475748097918 -1.1646479312922822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 21 5 14 8 9 22 -8 -9 12 13 -10 15 16 20 -18 -19 -16 -5 -4 25 -24 -22 26 -7 28 29 -28
right_child=1 2 3 4 -6 6 7 10 11 -11 -12 -13 -14 -15 19 -17 17 18 -20 -21 24 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0018585685338209331 0.00087140216154452045 -0.0033784829692856087 -0.0021892711993342275 -0.039460031051519545 -0.0033987391643562066 -0.017875062182411017 0.011339546378920413 -0.020407042541753795 -0.050712671215108064 -0.0058456534264830426 0.022527192895933152 -0.029949267391900472 -0.0048054455522769301 0.022564828374501425 0.019596554295288518 -0.00059020637619790553 0.074759066291153115 0.0028610388974344282 -0.045300464465953968 0.0029948825905239027 0.027117237296803251 -0.011865077843502138 -0.057181973002078668 -0.0087659892813224654 -0.043851714052517185 0.0085221836237861694 0.064014679391253507 0.016076860299577857 0.049831117729274399 -0.010735824894730017
leaf_count=29559 91008 40453 20015 68 24372 1310 7728 565 67 918 137 161 607 1056 952 128190 42 2977 158 4002 1025 2992 153 201 59 934 33 529 62 1598
internal_value=0 -0.00748522 -0.0158186 -0.00806843 -0.00111295 0.00837904 0.0800008 0.158415 -0.0335407 0.189131 -0.219091 0.175608 0.237102 0.392969 -0.00111721 -0.00669213 0.15026 0.0420162 0.0183854 0.12256 0.41988 -0.0727547 -0.111337 -0.568352 0.485432 -0.0754865 -0.14527 -0.0189346 -0.13416 -0.178463
internal_count=361931 332372 241364 200911 177904 153532 16059 9348 6711 8646 702 1891 1730 1123 137473 132519 4329 3177 3135 4954 1152 23007 4820 354 1084 4466 3532 2222 1693 1631
shrinkage=0.05


Tree=4331
num_leaves=31
num_cat=0
split_feature=1426 1223 216 1186 1160 909 71 1439 774 1187 913 365 973 967 1187 633 1447 151 1051 407 1050 1470 1392 1086 1237 842 588 1232 1421 554
split_gain=10.4347 15.3978 20.2463 20.1287 18.8563 18.4766 17.5065 17.035 19.0174 18.237 16.1498 15.6901 19.0037 19.2886 21.5383 17.8233 17.3311 17.1263 16.4216 16.0835 15.5387 15.3014 15.1477 15.1057 16.6798 15.9206 16.8076 16.316 16.6384 15.9158
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5647567043821033 -1.710370502817437 1.0000000180025095e-35 -0.95744547251700818 -0.22872084652594418 0.70356782200899082 -1.906446105234928 0.14579575500777872 3.5968769682837647 -0.46224619306325027 -0.92218902286620508 -0.17837977150017112 3.0754263171484135 0.074091538369165377 -0.24955227496289575 -1.5776545845493442 -1.6592770535746142 0.84645902423176334 -1.5812078248296719 2.4654230622009035 -0.70016306739775025 -0.65796938237434777 1.0010593767449445 0.49566378073223871 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.2971898102298608
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 10 11 9 -9 -6 12 -8 15 18 16 17 -14 -15 22 -13 23 -20 24 25 26 -7 -28 -29 -30
right_child=1 -3 -4 4 6 21 7 8 -10 -11 -12 20 13 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00029771682916172263 -0.014918656489362209 7.1763980568497734e-05 -0.021682809999559117 -0.015491025078398744 -0.0035634015797774451 0.0019225408115874016 -0.0058153223095332909 -0.017357258009101161 -0.0074750333773505933 0.10474398039874842 0.058564179580175547 -0.022991926271834506 0.087477831741767459 0.077806093833720225 0.11144896350667682 0.0084264130703400157 0.050984386994518384 0.016746376966583126 -0.015630033913051133 -0.018231269829174678 0.0023320166866462638 -0.034659840727898295 0.016963402293487931 -0.005674065557801933 -0.021218207217261753 -0.011005169218958825 0.0036864998947066015 0.043165856425485705 0.061062675455980431 -0.015391607773708453
leaf_count=226490 3123 71087 1242 4805 14402 3660 840 41 3078 39 60 466 49 40 24 831 299 863 325 456 8321 420 698 17150 786 1004 599 467 54 212
internal_value=0 -0.0210602 -0.0526927 -0.0467831 -0.0377487 -0.0974121 -0.00077862 0.0503463 -0.118042 1.09296 -0.0656553 0.0846173 0.195309 0.267797 0.0643783 0.406723 0.591226 0.414231 0.0284541 -0.0109996 0.026826 -0.0708153 0.160244 -0.0623569 0.0406797 0.0783953 0.139028 0.367592 0.616109 0.0600878
internal_count=361931 135441 64354 63112 59989 29157 30832 16370 3158 80 14462 13212 4425 3585 1543 2042 1211 912 1519 1479 8787 24352 1023 23932 6782 5996 4992 1332 733 266
shrinkage=0.05


Tree=4332
num_leaves=31
num_cat=0
split_feature=652 631 967 755 1394 1118 1417 1317 638 1189 409 417 282 1186 343 866 635 1077 1113 1452 927 996 923 978 1262 487 905 1036 1314 706
split_gain=10.3544 16.8512 22.7707 20.5436 20.7556 17.3627 16.846 18.8384 16.9784 17.0391 16.5751 24.8995 17.1643 16.3053 16.2552 16.2452 35.1877 23.9606 24.1645 23.2434 21.4918 24.8164 20.2056 19.4513 17.5061 16.9334 17.4695 19.7032 16.158 16.14
threshold=-0.55024281929118113 0.59105700160266605 -0.90572075469593571 0.27356497111670858 -1.3228841244247775 2.0820534114700195 1.0000000180025095e-35 0.87729315112390727 0.26311155523607821 1.12821193735789 2.2294551496329555 1.6368927905767965 -1.5544121093100089 -2.0469202915355393 1.8572686364785824 0.5880156106821478 1.7187200738039039 4.2406324835638474 -0.5301834593354543 -0.58911782507014421 1.0483613175537825 1.0565563832172893 -0.86449023226567734 -1.0798230161153113 3.1166923207119868 1.2575391871604671 -0.070030910115417483 -0.38466999044049893 -0.31481884328507398 -2.0591819668831812
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 6 14 -5 -6 8 -8 -3 -10 15 12 13 -12 -4 24 17 18 19 -17 21 23 25 -18 -2 26 -20 -28 -23 -21
right_child=1 2 3 4 5 -7 7 -9 9 -11 11 -13 -14 -15 -16 16 20 -19 22 29 -22 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00073301837149732443 -0.0014265515533192705 0.00083375791568373291 0.0023531937673045111 0.011807697923025096 -0.0034419704554950002 0.013161810164941286 -0.0035165600690170956 0.013419212887865862 -0.017489248043658073 0.012546107983121986 0.11196198085375382 0.022616506918652367 -0.0094700178668405913 0.0071551131863631006 0.01011705590458159 0.0041519661621969798 -0.018849595474817418 -0.067546566094931773 0.029458508612908191 0.038424401443072985 -0.0047318129995354407 -0.04698323047265951 0.001297335025190611 0.019364617385537686 -0.012521276807436324 -0.031034556984575523 0.024200582732432873 -0.022896916818087493 0.0020721899575540802 -0.0095793602743881462
leaf_count=115594 122741 1553 41050 2547 23216 972 4617 1123 3269 339 20 464 10397 818 3476 2497 201 94 728 87 821 117 13183 2675 2378 106 214 227 272 6135
internal_value=0 -0.0122186 0.0170924 0.0334338 -0.0299888 -0.0520046 -0.087104 -0.000192048 -0.194014 -0.293137 -0.0258975 -0.128278 -0.156894 0.212809 0.0614539 -0.0202478 0.0298471 -0.00847947 -0.00432001 -0.0993758 0.205479 0.281955 0.0551067 0.346732 -0.0321889 0.318356 0.387054 0.0336828 -0.231428 -0.176807
internal_count=361931 246337 82162 71261 26735 24188 10901 5740 5161 3608 164175 11699 11235 838 44526 152476 27357 23271 23177 8719 4086 3265 14458 2876 125119 1275 1169 441 389 6222
shrinkage=0.05


Tree=4333
num_leaves=31
num_cat=0
split_feature=785 728 1431 771 647 590 796 1224 772 1315 1466 983 672 1180 1117 570 636 50 772 20 1394 830 480 1186 350 11 1421 1325 381 140
split_gain=19.389 16.2638 18.516 18.4236 18.3198 42.0784 16.7443 16.9725 16.9286 18.4513 17.5543 19.0824 18.5606 16.7411 16.7245 16.3356 19.1775 17.3336 18.0152 23.6592 23.9987 18.998 17.7059 18.1701 17.8689 17.8401 16.9039 16.286 16.2141 17.9782
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.4820751525130569 -0.87782724458594241 0.58895901036483078 0.38087715954262297 1.9980862990756834 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 -0.98536440085365629 -1.2591097148690287 -0.48460852809644533 2.4129057422810987 1.4829784501753427 0.13509821936414931 -0.080602837910895522 -1.0040456681534913 0.96460929558167885 -1.0785754684265649 0.95545808676542532 -0.26875638622281922 -0.71003887495813045 1.0107116206971127 -0.97158133025282856 -0.32502189658861175 -0.4319857833815991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -3 9 28 -10 12 -12 -9 -7 26 17 -17 21 -20 -21 22 23 24 -19 -24 -6 -11 29 -8
right_child=1 4 -4 -5 15 14 8 13 10 27 11 -13 -14 -15 -16 16 -18 18 19 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.1093035012273599e-05 2.516851009097134e-06 -0.00017714208483829742 -6.1631155577346314e-05 -0.00014155479150045045 5.0377007643560646e-06 -0.00067364564354700925 0.0015494639036760371 0.0029203278750369985 -0.00032972108527213484 -0.00063874141703052433 0.00084245591641207392 -0.0006235269062594207 -0.00080586976396294062 0.00037083444215655964 0.00042835957474098138 -0.0001026759074354766 0.00034531905326849581 0.00024530470926142851 -0.00029107103650879366 0.001283518951813457 5.6724552801509749e-05 -0.0002650394989555673 0.00062299152777402743 -0.00055058719960985963 0.0013252963088925564 5.0870492985676823e-05 -0.00020935461002241862 0.0016000791381539604 -0.00023156362099406938 3.1961316691168157e-05
leaf_count=29559 192584 3226 35150 4703 30285 93 71 23 540 30 229 100 58 134 1291 55011 602 151 1360 92 690 427 337 57 183 1450 3085 100 208 102
internal_value=0 -0.0181071 -0.00851993 -0.000767844 -0.0471168 0.0780179 -0.0476844 -0.147305 0.17067 0.522368 -0.0289195 0.342256 0.622137 0.814613 0.387185 -0.0571958 -0.0839075 -0.0890992 0.0433948 -0.116663 0.218643 0.170832 0.258408 0.712123 0.912749 0.16329 -0.0117023 1.27549 0.241766 0.775061
internal_count=361931 332372 232437 197287 99935 6205 4821 3383 1438 511 927 387 287 157 1384 93730 60360 59758 4747 2142 782 2605 2178 391 334 1787 33370 130 381 173
shrinkage=0.000980392


Tree=4334
num_leaves=31
num_cat=0
split_feature=129 912 1444 1329 143 1038 1312 84 71 696 1415 417 777 1430 1284 707 380 767 579 1148 224 572 902 1252 428 218 10 553 11 66
split_gain=10.3275 12.5886 16.2289 17.2601 14.3932 17.292 14.9026 14.7567 14.5943 14.3978 13.5279 15.1584 14.1513 13.5995 18.4281 16.657 16.0944 16.9893 20.7163 18.829 18.1472 18.3096 16.0743 15.4886 16.671 15.4429 15.2839 15.8337 15.0624 14.7286
threshold=1.0000000180025095e-35 1.9448114091673692 1.9251793404521926 -0.59081367434665 -0.50264235890395847 -0.047999353771978261 0.1636807251507473 -0.15759717604733556 -1.0491629870537216 1.6812088635774247 1.0669331957309425 2.5456276564478704 0.61128997795074558 1.4660437873930479 2.2223046973814333 2.1386999825427879 -1.1343414064494761 0.99142529934603074 0.38369638209385348 0.85514867284464147 -0.95524373123780759 0.075491797465541258 -0.50225491440256975 -0.28173685255765829 0.83216277471797684 -0.33369853107061925 0.17193679449862939 1.8033669653195388 0.36620296005898162 0.63891358310822721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 -3 5 8 9 -8 -5 -6 11 13 -13 -2 15 16 26 18 20 -19 29 22 23 -22 -25 -21 27 -15 -23 -18
right_child=1 2 -4 4 6 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 17 19 -20 25 21 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=6.8071143539158904e-05 -0.0026513845391107891 -0.01470122157053059 -0.042477235321352669 0.068105305955794226 0.040589397558142566 -0.041941408359571157 0.034781237438824934 -0.033615243215010034 -0.0041978671612850895 -0.039295451421915067 -0.0085687724767488614 0.027383487006090425 -0.044303141469325957 0.033773318937010112 0.064021398204453545 0.050976537661134608 0.0022656610286465049 -0.028147628633537754 0.024986120156392871 0.093534046388480507 -0.029587294889623285 0.022930032859315289 -0.034588916618549022 0.052117499580028682 -0.039770014098520177 -0.0072289747187317087 -0.016101541564734409 0.13182344922227818 -0.01701315953458685 0.054880031895648787
leaf_count=313844 37793 323 122 70 505 139 87 102 141 33 5262 393 62 166 57 104 202 492 451 23 130 351 456 96 35 54 97 21 216 104
internal_value=0 -0.0395389 0.179486 0.241863 0.376973 -0.0752308 0.544155 -0.0563051 0.365447 0.72271 -0.0478378 -0.0314275 0.407023 -0.0372968 0.111434 0.0830803 0.0503116 -0.00592026 0.0916281 -0.372215 -0.0435694 -0.16876 -0.420587 0.0460573 0.566219 0.615017 0.596041 0.935847 0.151824 0.470387
internal_count=361931 48087 1522 1400 1077 350 727 189 211 538 46565 41303 455 40848 3055 2998 2894 2610 2041 569 1590 1284 717 261 131 77 284 187 567 306
shrinkage=0.05


Tree=4335
num_leaves=31
num_cat=0
split_feature=785 519 728 660 852 21 507 195 872 416 332 533 1450 1094 883 1443 588 575 1113 1110 902 981 1185 1174 626 590 689 1470 490 487
split_gain=21.8073 16.8129 23.9995 22.9577 26.9315 23.7269 21.7344 19.9765 25.0972 21.572 19.7569 20.5642 19.9603 21.5698 20.1691 19.4862 19.4578 19.6341 19.0027 24.9774 21.8492 22.4451 22.3336 20.0655 19.564 18.8488 19.9805 18.6374 18.5233 21.9474
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.65809631222906606 0.69976010066948824 3.0757328524286596 1.8189509286970231 1.0000000180025095e-35 1.0000000180025095e-35 -0.35262914890079794 0.77427499477357242 1.0000000180025095e-35 1.593744732512876 0.71188872395471614 1.0000000180025095e-35 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.58033782246054733 -0.60749452268532422 0.58895901036483078 0.86385367930994306 2.5482097856432659 1.8288977689654324 0.055091597408409507
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 18 -5 -2 8 -7 10 11 -9 27 -14 -15 28 17 -3 19 -4 24 22 23 -22 -21 26 -8 -12 29 -6
right_child=1 16 3 5 15 7 25 9 -10 -11 12 -13 13 14 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.8760233840278549e-05 2.4282475243054942e-07 -7.2497362386762749e-05 6.9373384240788589e-05 0.00017489637966524798 5.4494211174337318e-05 -6.428493464084952e-05 0.0001852954202934361 -0.00012792733219475121 0.00025319541575266087 -0.00024928899543257558 -3.3296173625562744e-06 2.4709628109004488e-05 0.00017266763262691298 9.8572298666179384e-05 -0.00044304232149366008 -0.00010548626301724828 0.00016572405202022495 7.2102099398163821e-05 -0.00010905526488742957 -0.00030453335253131719 0.0017070246796139343 0.001295382815639343 -0.00020042395188222563 0.00026677557159802902 -4.9781400021950443e-05 -0.00012550202131219075 -9.1629439660753808e-05 -0.00079514410210866366 -0.0002707001829673113 0.00021974625594896847
leaf_count=29559 48652 7439 14507 3398 10572 143976 7617 12415 1149 1722 7518 9391 6967 746 564 3164 4398 9681 12546 2268 64 82 358 174 13146 1387 1527 139 789 6016
internal_value=0 -0.0139562 -0.0189646 -0.029881 0.00805921 -0.0441692 0.0220314 -0.0476345 -0.0621579 -0.00222813 0.00943054 -0.0448655 0.0612902 0.132169 -0.128096 0.0739505 0.0436335 0.0103643 -0.0272193 0.00275493 -0.0632846 0.336162 0.161704 0.711487 -0.0826705 0.110507 0.145977 -0.0171803 0.100518 0.114473
internal_count=361931 332372 310854 251671 63686 187985 59183 184587 145125 39462 37740 21806 15934 8277 1310 20541 21518 17120 43145 30599 16092 678 596 238 15414 10531 9144 7657 17377 16588
shrinkage=0.000980392


Tree=4336
num_leaves=31
num_cat=0
split_feature=862 1327 10 1450 775 906 1312 1242 1398 424 699 492 1438 765 626 1184 1116 156 425 904 1064 87 6 777 913 464 511 1453 166 692
split_gain=10.2649 14.6051 16.0557 18.2808 15.4071 15.9246 15.0362 14.8412 14.4287 17.9092 14.7828 20.2975 13.6976 22.266 13.2462 18.84 16.5345 16.4487 16.0352 15.5098 16.8171 15.002 21.5636 17.0176 17.897 14.5327 13.9129 13.5515 13.4386 14.6714
threshold=-0.97446007815901359 0.30677017286135472 1.1066538003901334 0.38401429272747473 3.081520672343963 0.56551556779030931 0.87850718837686881 -0.49666629925666345 2.1226330103877822 0.49989348342215328 -0.40090263510017793 1.9582845303881211 2.8814119719240998 -0.32706345924529839 -0.65828194177984878 0.60973993759982659 -0.55106399636645442 -0.55744395600653907 -0.82976187487262443 2.5413297075409917 1.7303346166395956 -0.45178725009455195 -0.34488353059100374 -0.80901032358732217 0.27323350107651684 0.66699641782368668 3.2503810482979563 1.0524367085687503 0.34407678133923819 -0.10585643923308309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 14 -6 12 -4 10 -10 -9 -12 -3 -14 15 -1 -17 21 -19 20 26 22 -16 -23 28 -26 -20 -22 -25 -30
right_child=-2 6 3 -5 5 -7 -8 8 9 -11 11 -13 13 -15 17 16 -18 18 19 -21 27 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.01973111585403808 -3.5192240272330648e-05 -0.0074303302938151993 0.038730830139974012 -0.012107563352094517 0.012021497412800767 0.11237637069903819 -0.02692864922713958 0.023322437526245708 0.0014185752691682205 0.16282938822916948 -0.025964345934598117 0.10922870781491348 -0.046405606764854279 0.12973350201108935 -0.023856962796882143 -0.017393405830759368 0.02523328787288804 -0.025952443337160992 0.0010466947693655753 0.065768568329981431 -0.043291027640559088 -0.024567830772600843 0.015875327231431841 0.032016574155746789 -0.023151770439963054 0.052569054421859995 -0.058942806542318905 0.039166864989809327 0.13334862866815098 0.045049123271769007
leaf_count=1954 347105 3585 409 412 84 33 958 268 33 22 357 20 25 27 400 360 361 726 3097 51 322 114 496 294 165 44 77 33 43 56
internal_value=0 -0.0724606 -0.0166409 0.230901 -0.0619621 0.830241 -0.199467 0.405392 0.15695 1.55089 0.0499238 -0.345215 -0.128971 1.21068 -0.0762377 -0.246051 0.136512 -0.010721 -0.0993167 -0.036619 -0.0582582 0.20538 -0.00998424 0.484229 0.644468 0.00360097 -0.00384337 -0.650557 0.943138 1.63899
internal_count=361931 14826 10231 1521 8710 117 4595 1109 700 55 645 377 3637 52 8593 2675 721 5918 4306 3580 3529 1612 896 716 602 209 3174 355 393 99
shrinkage=0.05


Tree=4337
num_leaves=31
num_cat=0
split_feature=785 332 395 540 1450 203 1454 789 1356 714 527 458 1037 864 1245 296 1464 1451 1469 560 976 1449 1430 980 503 419 1452 1110 71 554
split_gain=27.6443 20.043 46.3662 29.4997 34.3663 25.5933 24.1837 23.9123 24.0074 32.7999 24.0958 22.148 22.0381 22.2916 22.8576 21.9525 25.7058 26.3513 21.8093 20.0073 20.7319 19.9492 21.1793 19.4412 25.8493 20.5419 19.432 18.8634 18.4263 18.3117
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 -0.35262914890079794 1.0605395091208547 0.50933602050530713 1.1248358748350926 1.1703909184639636 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6159143877994524 0.72275257928592751 -0.027406703220118348 0.30327897278366861 0.23587932444621237 -0.30536821463819236 -1.2083100587446829 -0.19050337961739619 -1.2591201791253208 0.74561756370782817 5.1453031881338012 2.4341786816690916 1.6368563528912741 1.056228335733435 0.87536296575290062 -1.4095765456005618 1.1322929847234067 -0.31249649144198377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 7 11 21 -6 8 -3 10 -10 15 13 14 -11 16 17 -5 -8 23 -21 22 -2 -9 25 -25 -19 -16 -15 -20
right_child=1 3 -4 4 6 -7 18 19 9 12 -12 -13 -14 28 27 -17 -18 26 29 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.8677318634994578e-05 -0.00010232946313481228 -1.8604741900041333e-05 -1.0926583517538606e-05 -0.00027643868973168762 0.00018451010126581776 -0.00021256344264330529 0.00039873338988418138 -2.5641429591108455e-05 -0.00016979186391837011 -1.1925064855425718e-05 7.753206751573278e-05 -0.00013199045832786409 0.00048765636731688881 -5.77588759962745e-05 -0.001026784144260438 0.00025234530579342748 0.00021211106953930819 0.00010417092408005893 -0.0003303421444271681 0.00022108178146663316 -0.00015366542133869027 3.8551995456307957e-05 0.0012087998149742838 -6.2871021290390554e-05 0.0015565092172492342 0.0013588910422362155 -0.0010768058755307771 0.00028187147018133478 -0.00094962655015808691 2.2812591913896106e-05
leaf_count=29559 44992 111673 82513 1887 9005 20329 422 10143 3609 1940 4117 4547 798 886 64 1674 1426 1733 881 784 14605 7886 42 300 59 49 64 3816 113 2015
internal_value=0 -0.0218482 -0.044255 -0.00660283 0.0597166 -0.103201 0.133737 -0.019342 -0.00675461 0.0733211 -0.0329233 -0.0228029 0.168363 0.129299 0.179978 0.0516419 -0.0151604 -0.10725 -0.015975 -0.0841994 -0.136805 -0.0768377 -0.1016 -0.00430996 0.466541 0.191407 0.0675974 0.271306 -0.157707 -0.0811925
internal_count=361931 332372 155762 176610 23654 73249 12323 152956 127016 15343 7726 11331 7617 6819 5820 6784 5110 3684 3318 25940 15389 52920 45034 10551 408 349 1797 3880 999 2896
shrinkage=0.000980392


Tree=4338
num_leaves=31
num_cat=0
split_feature=785 726 930 921 783 470 796 990 1028 741 507 967 730 795 289 464 765 889 789 588 17 413 771 1187 831 540 1464 969 924 1400
split_gain=10.2113 12.2939 30.7457 24.9456 39.2226 24.5174 34.2344 23.8535 23.1844 22.7606 22.9624 25.0051 21.2747 21.0724 24.4068 22.6554 21.2386 20.8745 20.5202 23.245 22.5229 21.1439 21.1207 20.0357 19.7817 19.7023 19.5949 20.2372 19.5504 23.2059
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.66595742291584703 -0.75739456769098112 1.09266583130301 0.24965236237700447 1.0000000180025095e-35 1.0941628986121894 0.90481083250642491 -0.33215574005720661 0.73593705410083743 1.3713020944776633 1.0000000180025095e-35 2.0232933620265787 3.9799828580384387 1.1248358748350926 2.250834115212506 0.49632020236204527 1.0000000180025095e-35 0.90419804963812089 -0.5465896100883002 2.7409957238946445 0.99026637822014563 0.23587932444621237 -1.2820945174399296 1.8999064755685127 -1.2905849290888487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 5 12 13 -7 -6 17 26 11 23 18 15 -15 -3 24 -2 19 22 -20 -21 -5 -11 28 -9 -8 -28 -17 -30
right_child=1 3 -4 4 7 6 9 25 -10 10 -12 -13 -14 14 -16 16 -18 -19 20 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0018317500184071925 0.0016724290903645988 -0.0042660542596399858 -0.0012318822493611495 0.0037805620629573393 0.0057582519746102205 0.0059407093306071664 -0.00437191548123905 0.025285439024726981 0.0082635185876469616 -0.0005949465426696918 -0.011816300905589728 -0.0085522404172280655 -0.0046937718660372326 0.0023711261798045891 -0.010353334628763715 -0.0015530819143180731 -0.011118168179162754 -0.041257305722525194 -0.013537560538492503 0.00140079564021388 0.010033495211920242 0.032479276714897864 -0.0097732758618034859 0.011676704317425237 0.020450853213071319 -0.010622366447609242 -0.021536361353274077 0.0032475023512136738 0.052456096752341509 0.0043295571992479935
leaf_count=29559 16431 81139 32113 14310 5584 12294 18079 1440 9422 2644 1190 1602 10848 24071 2581 71031 3221 225 1829 429 660 546 1592 5319 502 208 495 7145 131 5291
internal_value=0 -0.00712962 0.0231265 -0.0141456 0.0406719 -0.0238252 0.0184193 0.183041 0.0821723 -0.0149356 0.0751175 0.110995 0.00162496 -0.0383499 0.0242514 -0.0496707 -0.0244333 0.0249427 0.0418581 0.0702007 -0.143986 0.382053 0.0481496 0.159107 -0.0171553 0.414456 -0.0478718 0.0402682 -0.0204194 0.109753
internal_count=361931 332372 58191 274181 37446 236735 48768 7232 26078 36474 10755 9565 30214 187967 26652 161315 80176 16656 19366 16877 2489 975 15902 7963 76955 1648 25719 7640 76453 5422
shrinkage=0.05


Tree=4339
num_leaves=31
num_cat=0
split_feature=785 50 194 203 1262 1059 519 609 290 232 1463 1322 154 878 421 12 1065 1321 147 1229 1461 395 294 530 1181 385 1048 368 559 201
split_gain=19.4602 17.2579 26.4676 22.0835 21.1126 20.2659 18.651 18.454 24.4117 23.5628 24.7257 23.4559 22.0019 20.9179 20.5504 20.2808 25.8231 18.544 18.0978 18.0692 19.7362 19.1181 20.0224 20.6413 18.0986 20.9255 19.0744 17.8042 20.6656 17.7589
threshold=-0.86283290253235112 0.55630078546380823 1.0000000180025095e-35 1.3520813746060025 3.3129579003675027 0.65457156073916922 2.1420547332082829 0.34836266309945185 1.5916422253813844 0.46230557827731739 0.55790611356348307 1.359182835160162 -1.0160945761002202 0.66426471340353599 0.63638217256740637 -0.59727736220901595 1.0518754624258557 -1.282014272036043 1.5122654235829647 0.68842730247739281 2.7053944010970539 1.0000000180025095e-35 0.078266889111495 2.3994898865962124 0.55563488803679673 -0.59541388671558193 -0.67155088088480996 0.68790859133042659 -0.585644173485657 0.21481960358627397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 19 -5 -6 27 11 9 15 13 -4 -12 14 -11 -9 17 29 -10 21 -21 -2 24 -24 25 -23 -26 28 -3 -17
right_child=1 6 7 4 5 -7 -8 8 18 10 12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=4.0316342364310823e-05 -0.00010575825061371859 6.0167574662839472e-05 -1.8448384463377404e-05 -0.00016044377806122943 0.00013741084808006904 0.0015701978065037648 0.00013054716927751094 -7.4457036449549239e-05 0.00012186710356697831 -7.6089504136910816e-05 0.0004552120023377445 -0.00015085518980499326 -0.00054522267787998678 -0.0004319328222150326 0.00029798849732173464 -0.00048075101348240542 -0.00013044130780141084 9.1276259361235788e-05 0.000562907860042266 1.1841764586244592e-05 0.00047490035704618119 0.0001496286260606036 -0.00014358091148718955 0.00069320225011459448 -0.00012339385948146597 -6.779081003500168e-05 0.00018896459352311378 -0.00012253140400161794 -1.8884884105911037e-05 0.00050918212842425328
leaf_count=29559 43868 22844 91429 25041 455 80 4948 7272 4314 3392 107 8009 833 552 812 506 2609 20382 413 13745 415 2786 8276 140 1379 13025 4177 5522 44931 110
internal_value=0 -0.0189565 -0.0295451 -0.0625142 -0.149548 0.460637 0.00888738 -0.0106149 0.0257931 0.00642419 -0.119941 -0.0294297 -0.437203 -0.0574372 -0.00502373 0.0296049 0.0578732 0.0831011 0.163107 -0.0461107 0.0288998 -0.0646187 -0.0222807 -0.127975 0.0136269 -0.0284839 0.122769 -0.000418899 0.00910771 -0.308465
internal_count=361931 332372 254127 113387 25576 535 78245 140740 41302 36575 5696 99438 940 4756 4204 30879 23607 20998 4727 87811 14160 73651 29783 8416 21367 15811 5556 73297 67775 616
shrinkage=0.000980392


Tree=4340
num_leaves=31
num_cat=0
split_feature=545 959 1370 947 115 968 51 795 705 470 410 905 12 691 484 1035 710 402 1470 1374 705 1110 958 1367 602 1176 1174 1220 765 321
split_gain=19.1651 19.5652 21.602 22.0693 21.1364 20.316 20.2968 21.4357 24.7439 22.9832 21.066 22.3259 22.4023 20.5323 20.0698 19.7118 19.128 20.1468 22.4622 19.5069 26.6793 19.561 19.3724 19.0171 18.5217 20.9427 19.6951 18.4608 18.3005 18.1602
threshold=-1.0372938969678034 -1.2907225086880219 0.70223084764880606 1.641280574724302 1.0000000180025095e-35 -1.6136041405756469 1.8613588887694643 -0.29258408639884992 0.28191752204954684 0.66595742291584703 1.0000000180025095e-35 2.1634110522059333 0.78777253974931549 0.34291078408764419 -0.38529859338704892 -0.79960299853447958 1.0759805622453016 -0.92710518500779682 1.4562134811892467 -0.66177662735578835 -2.1250598757236046 -1.4095765456005618 1.0000000180025095e-35 0.61047007421192445 2.6455866734826223 0.070992515369580692 4.967159382618811 1.495477173205306 -0.60172953184802191 0.46728705763592832
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 7 8 -3 13 11 12 -8 -10 24 28 17 22 -19 20 21 -18 -16 -17 26 -26 -9 -6 -15 -11
right_child=1 6 3 -5 27 -7 10 14 9 29 -12 -13 -14 15 16 23 19 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.3623606669593114e-05 3.9058295884072768e-05 -4.3529811723865456e-06 0.00013813164389362827 0.00025564339732212746 -0.00012636013255364298 -0.00023047978537810756 -0.00012670994756001255 2.8779200062287947e-05 6.4406262507172717e-05 0.00018781184611542712 -0.00027971294493249672 0.00098319307934694117 0.00034818021910504077 -4.2915967447533019e-05 -0.00032823753775307915 -6.589293650989032e-05 0.0015343488108206943 -2.6541762295639079e-05 -0.0001743749047962033 -4.5518346886527044e-05 0.00023061731543080479 -0.00065064647436802832 3.302330304049296e-05 0.00021244426996517747 7.5869537630767178e-05 -0.00037511316192470151 -0.00086945024890639432 0.00049172178935139108 -0.00054744962278256639 -4.3581881533003822e-05
leaf_count=94059 14748 51132 1190 572 10986 9712 3134 50474 33089 9038 3369 87 624 798 3116 6183 21 48679 6047 3654 3229 307 1337 1404 758 1064 148 342 808 1822
internal_value=0 -0.00204925 -0.0583263 -0.158511 -0.0191858 -0.192524 0.00478205 0.00821648 0.0317493 0.0648768 -0.125439 -0.0124441 -0.0446277 0.0404811 -0.012384 -0.0561794 -0.0393711 -0.0535578 -0.042863 0.0667428 0.181776 -0.489887 -0.221637 -0.0100104 0.0191581 -0.190203 0.0272959 -0.109583 -0.301141 0.152306
internal_count=361931 267872 37550 11474 26076 10902 230322 223108 104274 53142 7214 3845 3758 42282 118834 9193 66390 59179 54726 7211 3557 328 4453 7587 52444 1822 50622 11328 1606 10860
shrinkage=0.000980392


Tree=4341
num_leaves=31
num_cat=0
split_feature=51 1365 119 52 368 694 641 503 1438 1430 1346 146 142 421 1055 1329 375 594 917 1047 626 1 1045 1037 1302 1432 789 633 567 1391
split_gain=10.4474 13.4408 14.7349 17.4119 15.2439 15.1334 14.1134 26.5812 13.9932 13.9143 17.2954 14.387 17.1438 18.9152 18.2483 14.5088 14.2726 13.8015 13.7129 13.5182 17.4856 16.2695 13.2994 13.111 13.0494 13.5626 13.0689 18.3988 20.4285 19.5411
threshold=1.0111847875080273 2.0426043571165486 1.0000000180025095e-35 1.0000000180025095e-35 -0.84946560089001755 0.063323164298037776 3.0874174205257403 -1.2492169486488234 1.0000000180025095e-35 2.3858586375782362 2.1542447992662237 -1.2714640316298962 -0.12109974284953805 1.38758444210071 -0.35558126008021596 0.9851693734923187 -1.0210102465502326 1.0000000180025095e-35 -0.12869140108686997 -0.24089764018199863 0.7676725174125737 1.254015973486347 1.4455290842793889 -0.83489924744697619 3.4186565904946842 4.0145804277550505 1.1248358748350926 1.9976441459236287 0.16846799194104342 1.9262293263007251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 6 5 4 -4 17 9 -8 -7 -2 11 -11 14 15 23 22 -16 -3 -10 20 -6 -21 -14 -13 26 -26 -1 29 -29 -28
right_child=1 2 3 -5 19 8 7 -9 18 10 -12 12 13 -15 16 -17 -18 -19 -20 21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00042762916532849347 -0.0023529538838700436 0.0098361049459240804 0.089160815709346072 -0.022777374121273265 0.066326051146137044 -0.0041191555574937354 0.081280290411169798 -0.024842892379711934 0.0073434399887611808 -0.024355553716200098 -0.066331179715269972 -0.065428786654163754 0.024502084621857104 0.095287814537629467 0.066327631779236937 -0.041081365402104164 -0.028905375677461653 -0.02357156227686133 0.078378020674282151 0.0051618247776513103 -0.043637220302768932 0.079715257700024245 0.095066945946484321 0.029308384981989295 -0.0091415456786180863 0.080109057530224459 -0.0021825445249116556 -0.0036871587898540809 0.018740323997923723 -0.018707363373313048
leaf_count=269722 51052 292 32 110 110 160 42 1019 76 161 41 24 279 51 22 41 213 520 69 363 23 31 30 223 3952 29 30329 949 882 1084
internal_value=0 -0.036696 0.159855 0.396104 0.534816 -0.0270556 -0.0450764 -0.38622 0.40852 -0.0397902 0.208593 0.260006 0.35083 0.676593 0.0724434 0.499933 -0.396897 -0.213549 0.918893 0.438477 1.0181 0.240271 0.644079 0.453877 0.00162068 -0.16615 0.00301909 -0.039797 0.165588 -0.0539869
internal_count=361931 54984 1786 669 559 1117 53198 1061 305 52137 1085 1044 883 401 482 350 235 812 145 527 133 394 309 247 306947 3981 302966 33244 1831 31413
shrinkage=0.05


Tree=4342
num_leaves=31
num_cat=0
split_feature=1166 407 526 821 21 1454 912 21 288 1391 841 71 837 140 831 1470 1191 1470 252 759 1181 1122 833 360 1423 643 220 85 1260 1470
split_gain=17.371 23.2719 21.3331 20.0057 29.7004 24.6882 24.7216 22.8467 22.2555 21.6968 21.087 20.6395 24.3874 20.3229 20.1887 25.8482 22.507 19.2006 19.1502 18.9869 19.1905 21.4952 22.5482 19.1328 18.6825 18.3784 18.2964 19.0106 18.2519 18.0636
threshold=-0.94772631485393388 -1.2965003005540392 2.3757057381457001 -1.0305144854359449 -0.32341995197817647 -0.91909735138557946 1.806446067014692 -1.2689586617576902 -0.38022609798982626 -1.0764850582004375 2.3317241295450359 1.1092899340544038 -0.56718310572288955 -1.4366206554377183 0.7352422090975943 -1.1298860701531226 -0.71940863817356637 -1.1535394197080833 2.2555418330839565 2.6812892246095155 0.56846359878880304 -0.72613544992164558 1.7723796201319213 0.99109594466404005 1.0000000180025095e-35 -0.70057572354603204 -1.4032973606635892 -0.47721256736897116 1.8239496985204762 1.6257291529997984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 28 3 10 5 7 8 -5 18 -10 -3 12 -12 -8 16 -16 -6 -1 29 20 21 -19 -23 -21 -9 -17 27 -11 -2 -7
right_child=1 2 -4 4 14 6 13 24 9 26 11 -13 -14 -15 15 25 -18 19 -20 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.5288893532308009e-05 -4.8344187853253403e-05 -7.3327362481190027e-05 -0.00013493951315667873 -0.00062186331856918357 -0.00012662935209717703 -6.3205497738757818e-05 -0.00085405297757983284 0.0004027378538924876 0.00022141947717183591 5.6521982866052648e-05 -0.00045049741245433122 0.001737877311614375 0.00080490506452133399 0.00027387563381437157 -0.0001471752321277487 0.00018806749809226347 -7.0846536610570143e-06 8.3868659426199041e-06 0.00041107604602184976 0.00010167186852546158 -4.6431251423481564e-06 -0.00012315548950427377 0.00011211515856556418 0.00087299467230954276 -0.0001728314684746793 4.1779284654516749e-05 5.6044077086101554e-05 -0.00069268297900457816 -0.00028307626516885963 0.00023120783501584898
leaf_count=10284 32668 22221 7769 158 8365 15511 97 1862 3888 354 183 46 188 2602 2723 4603 99454 12600 406 1879 25940 50281 3298 222 371 20888 28866 400 2722 1082
internal_value=0 -0.0019492 0.00561276 0.00902112 0.0154763 0.0585121 0.0486781 0.279118 0.0373162 0.0689033 -0.0635969 0.47695 0.251652 0.248397 -0.0021321 0.0486563 -0.0164241 -0.04049 -0.031036 -0.0533875 -0.0590045 -0.0856694 -0.111324 0.195887 0.330622 0.0699462 0.0492941 -0.32163 -0.0648222 -0.0440884
internal_count=361931 257427 222037 214268 191630 55597 53206 2391 50507 33508 22638 417 371 2699 136033 28214 107819 104504 16999 94220 92119 66179 53579 2101 2233 25491 29620 754 35390 16593
shrinkage=0.000980392


Tree=4343
num_leaves=31
num_cat=0
split_feature=1431 1470 1449 667 897 1055 764 772 1465 277 830 844 486 1110 263 624 630 10 624 1464 363 789 903 1043 1242 1235 626 1455 560 1469
split_gain=10.4087 14.9887 16.3997 15.9089 15.5665 19.0087 18.9094 18.7416 18.1332 15.0242 19.9125 15.6273 14.8343 14.8117 16.5984 18.7393 16.6876 16.5928 17.5131 17.184 17.358 18.906 17.0768 16.6968 19.4664 18.5683 16.2624 15.8905 20.9817 19.604
threshold=1.0000000180025095e-35 -1.1417127449306028 -0.59874495545244111 2.8959165655566772 0.91310968116676416 -0.43379698561633612 0.057152312295680567 0.095101741916099908 -0.496929002091897 0.091622903090090094 -1.2112185498207151 -0.54283967717039239 2.1013337753263408 -1.1655863740818246 0.66115833724634121 1.6870212224146219 -1.444486657255357 1.3985063676305185 1.2153268188368402 0.52959676170338621 0.56025160240736083 1.0000000180025095e-35 -0.061498331624252972 0.359475871154538 -0.82945515273154324 -0.34006977427296536 1.4200955165499287 0.70597186199887563 1.6590601587821199 0.97117664851599528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 13 7 6 -6 -4 -9 10 -10 -12 -2 -3 27 17 -17 19 -19 20 21 26 -20 24 -22 -25 -16 -15 29 -29
right_child=1 3 4 -5 5 -7 -8 8 9 -11 11 -13 -14 14 15 16 -18 18 22 -21 23 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.00030577402997605411 0.010519026304972279 -0.0059087377775837481 -0.0063240204183740868 -0.017869212827031546 0.0072663216209605461 -0.0014521980348833107 0.042611129073025555 -0.0082345049596505258 -0.023832338539372912 -0.0054434739686390907 0.033779289790056073 0.010591640190996897 -0.019266550578653601 -0.0025521277295071313 0.0036404610981514737 0.043355210797910951 -0.01406494847097663 0.011996943287282163 -0.015573779961874493 0.0089510481094405674 -0.027807326327107414 -0.0039141452849662684 0.11012432040048506 -0.0041828305336816521 0.0035310092654158784 -0.036679509020268931 0.021453699741564674 0.0020281553672789948 -0.016378443149420607 0.020809571830573192
leaf_count=222373 3775 13168 5693 1983 463 957 309 1131 190 641 525 983 241 75693 7132 60 1306 1240 25 3230 384 4429 35 497 1653 474 640 10980 786 935
internal_value=0 -0.0206616 0.0490917 -0.0302778 0.000984576 0.201424 0.456399 -0.0386605 0.0918296 0.199277 0.30443 0.378173 0.175008 -0.0278012 -0.0193925 0.035908 -0.222898 0.053309 0.30039 0.0360849 0.00310084 0.0387611 1.44059 -0.161265 -0.0355851 -0.412896 0.105139 -0.0362248 0.0422203 0.0683433
internal_count=361931 139558 14908 124650 10892 1729 772 9163 3470 2339 1698 1508 4016 122667 109499 21105 1366 19739 1300 18439 15209 12201 60 3008 2037 971 7772 88394 12701 11915
shrinkage=0.05


Tree=4344
num_leaves=31
num_cat=0
split_feature=1430 1160 1353 1437 694 702 698 1190 820 877 408 1110 85 1374 615 614 965 85 768 759 641 76 1248 144 189 1258 1055 558 1177 209
split_gain=10.4184 24.151 15.8161 15.5125 16.2008 16.7647 16.7483 16.6234 15.4328 20.8922 18.6466 19.6469 17.3998 16.5813 15.9112 24.2046 21.0722 19.9937 18.8968 18.0835 17.9942 18.0712 17.971 16.6368 16.5252 16.1467 17.5228 17.3706 16.7154 15.6739
threshold=1.0000000180025095e-35 1.0000000180025095e-35 4.9013077031266592 0.72713696786055593 2.1201858755173619 0.98490875225634078 1.27645233028186 1.2215630965182795 2.6461010908889477 1.2197224513443858 0.23688239996514773 -1.1459097473464428 -1.278673241443967 1.310934915498646 -0.59108387774323179 1.0000000180025095e-35 1.4967165609810034 0.27551063328254538 -0.63095051372072353 0.34880281829933329 0.77177606109568841 2.9761799680137027 -0.93122983354066713 1.6003834918131201 4.4057071334699183 1.9396759454728012 -0.64786107655729641 0.09047011412377011 -0.38009081886263296 -0.87682545587342808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 7 -7 -5 14 10 11 -10 -12 -11 18 17 19 22 -3 25 -20 -22 -16 24 -24 27 -27 -17 -29 -30
right_child=-2 2 -4 4 -6 6 -8 -9 9 13 12 -13 -14 -15 15 16 -18 -19 20 -21 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.0028315255215466146 0.00037741738265884798 0.0011808234064940428 -0.047966629394903912 0.0062793072129884277 -0.018326161166041022 -0.00058075704074035119 -0.028138220481650652 -0.0082126322241117388 -0.062335761747082143 0.071035983432481672 0.044059152572473857 0.015542382350349724 -0.034001911971646225 -0.042913097576519871 -0.010354412861938573 0.0029720980969695251 -0.0057996068206407842 -0.0089019036867528708 -0.0033988854571836476 -6.0842841040486784e-05 -0.01391879258148866 0.064910403974944936 0.0031884001970148485 -0.0173456191932823 0.14688616624844084 0.066881611177127889 0.01579390817246908 0.022731304332694741 0.031783578308045679 0.0038603153370617275
leaf_count=77813 197825 10409 86 13138 456 4270 284 1147 64 103 42 1037 313 36 2571 4462 2270 5704 16362 4322 3741 29 10670 703 20 99 287 1333 300 2035
internal_value=0 -0.0184409 0.00575087 0.00677492 0.0595003 0.0686939 -0.0440917 0.105405 -0.011629 0.210498 0.131832 0.253586 -0.416099 1.082 -0.017492 0.0175878 0.0793789 -0.0466365 -0.0567778 0.114077 -0.0999365 -0.258819 0.00423992 0.0436832 0.0671267 0.173496 0.604382 0.151983 0.26512 0.146959
internal_count=361931 164106 86293 86207 19295 18839 4554 14285 66912 1595 1456 1101 355 139 65317 34776 15108 19668 30541 12838 20132 3770 13964 11393 10690 8516 386 8130 3668 2335
shrinkage=0.05


Tree=4345
num_leaves=31
num_cat=0
split_feature=954 1437 1449 1449 1242 953 519 705 376 588 6 1453 701 76 1039 207 1053 773 138 285 368 1321 1251 138 498 356 641 697 1119 897
split_gain=10.3614 13.2297 15.9165 20.822 12.2696 11.9249 11.7625 20.2013 21.2005 16.2586 15.4743 14.4282 14.8307 16.1896 14.4055 14.3728 16.1174 15.5846 18.7739 15.6606 14.8481 14.4063 14.2666 14.2122 14.8222 15.6927 15.0037 14.194 14.0337 14.0247
threshold=6.099786963134739 3.5253024523165304 0.79506610846124859 1.6354124814891826 0.60708339810168843 1.0000000180025095e-35 2.1420547332082829 0.12773391649824176 1.2189113891555967 -0.31407487021714353 -1.3674227488544834 1.2041679343814773 -1.077677565945242 -0.89600370343702551 0.32078187212147613 -0.27960215840261687 0.95186554908374632 0.76797286715540614 1.4208504849034542 1.9480562155504118 3.5064279437345744 2.1099725771848932 2.3329779096542183 0.51067318823404395 -0.66819116178265059 1.6155126655523804 -0.73048589609728387 0.067528310842625103 1.5395094495482853 1.6543567363756726
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -2 -5 -1 11 15 27 -11 12 -8 22 -13 16 21 20 19 -19 -17 -9 -14 -15 25 26 -25 -10 -20 -26
right_child=4 2 3 5 -6 -7 7 8 9 10 -12 14 13 23 -16 17 -18 18 28 -21 -22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-0.00030406165267844748 0.036011295412255971 -0.0046383367700852255 -0.050004788857377594 -0.065521756675541706 -0.016650252120569285 0.024046760658921966 -0.011689420312008611 -0.0004224615227198295 0.011482154174978524 -0.072481358751982292 0.024649604658655823 0.0012192514428471151 0.012097924035433975 -0.0061676434963591036 0.026443945669393454 0.010340235940297962 -0.021062361328337612 0.0020126308997161393 -0.068115522402434944 -0.079986863777206568 -0.043977896671207849 0.037138879200317214 -0.056986453350922707 0.075081815806362973 0.0029471755070508455 -0.068604245054873378 0.019022965739190704 -0.023070492345365925 0.022430805450906061 -0.050377955101927031
leaf_count=336267 141 1880 238 31 61 78 2092 3946 528 21 1224 730 1247 4637 378 4618 477 1333 80 31 64 110 47 60 1061 21 244 196 22 68
internal_value=0 -0.00332956 -0.175732 -0.609756 0.42952 0.142259 -0.00212486 0.0448756 0.101892 0.309 0.462008 -0.0272659 -0.0567473 -0.0130631 0.198464 0.0645764 -0.0280833 0.131309 -0.0551532 0.009188 0.193163 0.0140414 0.204125 -0.0615267 0.121275 0.511826 0.623756 0.0552759 -0.922047 0.00185996
internal_count=361931 361729 2227 347 202 109 359502 23235 12650 1969 1245 10585 9477 7385 1108 10681 4533 6148 1466 1364 4682 4056 1294 6091 1454 325 304 724 102 1129
shrinkage=0.05


Tree=4346
num_leaves=31
num_cat=0
split_feature=785 727 516 452 506 564 515 789 564 768 635 361 1247 540 359 623 566 348 728 651 507 936 1059 678 790 138 761 1323 973 906
split_gain=20.1091 16.5552 16.1681 22.1663 59.595 30.4561 20.919 19.6581 20.2789 18.8484 20.8851 20.9191 18.5625 19.2373 20.164 18.4045 21.6942 19.8756 19.5501 32.6826 30.1586 29.6391 27.6627 24.2266 23.7217 23.0672 22.7129 21.7054 21.6663 21.7566
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.60725649753328859 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.1248358748350926 2.1518408528082529 -0.47515847854358045 0.39773657454699612 2.3122102010702545 -0.76114766347539387 0.35001124564692748 2.4674807178613904 1.9538269969423816 2.1059719136688364 -1.617447066059148 -1.3163276726681863 1.1107569744011787 1.0941628986121894 0.30310323293594316 1.0885083440240186 2.2630177386489128 1.8618223311409718 -0.033213245141579195 1.5400801409269973 -0.99664486365779348 0.84874543308613937 -0.27416706059762702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 9 15 -9 -2 -11 -12 -8 -14 -15 16 18 -17 19 20 28 22 24 26 -20 -22 -24 -26 29 -4
right_child=2 -3 7 4 -6 -7 12 8 -10 10 11 -13 13 14 -16 17 -18 -19 21 -21 25 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-1.6135405741504041e-05 -1.1874015747395392e-05 8.8119684762872166e-05 -2.6646520743559173e-05 0.00025852822812257926 -3.6835040817954318e-05 -0.00017586753765509358 -0.00010068437949061274 -8.0533802547572001e-05 0.00021060367844152834 -0.00012732845119829047 -3.3257142393158059e-05 0.00055537981440570731 1.1042527643126025e-05 0.00015243693282662781 0.0009547373007145341 -0.00052745197314737005 0.00011328081997161674 0.00011943355719205882 -2.7969925441329143e-05 -0.00016999753361067316 0.00010185977309943897 -7.4434337798681306e-05 8.5504107838880742e-05 -0.00036933935424968741 -0.00022333818313042975 0.00040140984125238067 0.00038092398090847253 0.00013274904924049223 -0.00013898946633149179 0.00015462498921043521
leaf_count=12551 29165 17008 5949 4108 17725 10410 6776 22622 1102 35259 15699 323 16529 4164 121 313 6791 8070 68404 2828 2858 40691 9396 493 1206 1894 1346 7890 3404 6836
internal_value=0 0.0427484 -0.018355 -0.039449 0.0307837 -0.0535333 -0.0405683 -0.00524462 -0.066418 -0.0614639 -0.0920039 -0.0206153 0.0185913 0.0532403 0.186635 0.00366824 -0.00216497 0.103928 -0.00836213 0.0502845 0.0811616 -0.0201614 0.00243779 0.105168 -0.013651 0.230775 0.127352 0.0965305 0.0326831 0.0722301
internal_count=361931 29559 332372 140279 21833 118446 108036 192093 23724 80446 51281 16022 27590 20814 4285 168369 159986 8383 153195 23769 20941 129426 88735 11235 77500 4752 10742 9096 16189 12785
shrinkage=0.000980392


Tree=4347
num_leaves=31
num_cat=0
split_feature=134 769 0 1127 633 1311 287 483 1059 776 1340 156 212 358 1231 15 225 83 978 138 704 1463 221 1122 808 1115 905 3 1467 221
split_gain=10.1998 17.6171 17.1746 24.829 19.8468 27.5056 18.5168 18.504 17.5678 16.7317 17.2007 16.4943 16.2943 16.1111 16.0589 17.0086 15.9678 16.975 17.1564 16.1948 15.8386 16.4205 15.353 15.3041 15.2562 15.0441 14.9996 22.9205 19.1993 17.2449
threshold=1.6445699455742113 0.15011184737514624 -0.41533417080491236 1.0000000180025095e-35 -0.49572798407419433 -0.36622648306839611 -1.3502350749146708 -0.43920028742283707 -1.0811755724002277 1.8179408685492011 2.177987543484027 -0.60332496237073174 -0.76720068153464693 0.46717704435450275 1.3934710048789702 -0.80566350422712485 -0.34308694525222055 -1.1995330833000388 -0.45582742089542921 -0.15531019957284151 -0.18151624452057977 3.8831718863218607 0.84244617627041218 2.605462023231071 1.2180576537285257 0.5583158744153921 1.3074031405769329 0.10849016654402814 0.60537110607712252 -0.73888065276042425
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 4 9 7 13 16 -9 10 22 -10 -12 -5 23 -16 19 -18 25 -6 26 -22 -3 -2 -15 -19 -4 28 -28 -30
right_child=1 2 20 6 5 -7 -8 8 11 -11 12 -13 -14 24 15 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=5.8644735751417124e-05 -0.004664905886730358 -0.015494672648567185 -0.011635422643616207 -0.014940069403210618 0.038561541638566045 -0.0056053870978611123 0.017994437693317947 0.060051478993516295 0.033204408017973044 -0.041319130814525512 -0.064459835248882921 -0.018970217877291192 0.070423129205538365 0.053402696401740661 0.02266931648427653 -0.002804873939944501 0.0041796210944198544 0.087721098589940316 0.049972873253565531 -0.035106430556608302 0.0013149040643277521 0.095734605594784097 0.016442090946223255 -0.024119677774952296 -0.048769866338360612 0.20816576168782222 -0.028509630308433793 0.057414029394462975 -0.060401429596122803 0.080533174699782675
leaf_count=313863 23639 1650 5427 827 183 1443 3366 78 141 387 25 349 73 132 811 1362 60 38 76 86 6114 35 302 999 40 23 224 105 31 42
internal_value=0 -0.0414373 0.0214881 0.109956 -0.0225412 0.137926 0.267569 0.45096 0.133998 -0.214017 -0.121243 -0.0608957 0.916839 -0.101807 -0.0864069 0.146593 0.825062 1.35355 1.77411 0.402929 -0.0533279 0.0370261 -0.186029 -0.105389 0.651431 2.70169 -0.178014 0.286246 -0.140838 0.933272
internal_count=361931 48068 21257 9279 4914 2477 4365 1034 568 2437 2050 490 98 999 26811 2173 466 197 137 269 11978 6149 1952 24638 172 61 5829 402 297 73
shrinkage=0.05


Tree=4348
num_leaves=31
num_cat=0
split_feature=1423 1450 1467 1458 1454 1457 1452 1467 21 1450 776 1464 1458 1461 1465 1464 1464 1458 1467 1454 1455 1453 21 1459 1464 1458 1454 1449 1463 1458
split_gain=10.1174 13.4582 23.71 36.6756 26.8724 24.4412 22.2731 49.424 43.5117 29.0802 28.3561 27.9857 46.2879 35.9204 35.7421 35.5112 35.2984 34.893 34.6729 30.9915 30.5391 35.9805 39.3421 34.7904 38.6837 37.0276 35.3919 27.8496 25.9955 39.4661
threshold=1.0000000180025095e-35 -0.35262914890079794 0.44520113322763349 1.2067754800055484 0.54504201778324368 4.5199230557608798 -0.5285793083120659 0.40548763321784648 -0.70163543588998201 -0.37346915815988274 1.5597067411390191 0.2291445000830519 0.27516565626892492 0.71805535841975177 -0.39749697962010117 0.19065333474563756 0.36705918647655594 0.07165096648870159 0.33834051249941316 -0.80169152520006459 -0.064444062103805558 0.89653246390762387 1.9458729514926574 -0.0082725336293530856 -0.29994047272053637 -0.66626202780038846 -0.9732642227179652 0.90974908063288995 0.60981841230885481 0.63120342562971821
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 8 9 -1 11 -11 13 14 19 17 -15 -16 -13 -14 20 21 23 -23 25 -25 -8 -27 28 -21 -30
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 10 -12 12 18 15 16 -17 -18 -19 -20 27 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.010420326546627936 -0.0015125427701860425 0.00085413776330032641 0.0022555875578707191 0.013556362509162643 -0.004491270378810505 -0.069253620803236118 0.032865213316263707 -0.03941215511415179 -0.0015291406726227951 -0.019565579053261384 0.024381733858143885 -0.0106624438003991 -0.014311893614832597 0.0046359067437819644 0.021446098526425941 -0.040728224444545928 0.0042142275303709001 0.026464015674474879 0.036733265371436674 -0.010793644456094353 -0.013501258651748824 0.0041643005807076297 -0.08407228318212473 -0.023680413663573003 0.018213056849611279 0.042011502188599448 0.0011531500181753097 0.0043432368473387698 -0.0048979692578898044 0.029647385026877866
leaf_count=5357 74863 158833 27180 3702 1709 47 918 755 26505 2386 244 3168 3194 6769 1783 281 8751 369 155 21936 1893 159 133 973 450 289 2561 2304 3829 435
internal_value=0 0.00294751 -0.0151443 -0.0321913 0.146134 0.251209 -0.0436221 -0.069802 0.00669414 -0.0636165 -0.312573 -0.0530234 0.0244949 -0.0871567 0.0816175 0.0620844 0.146407 -0.127884 -0.226112 -0.119933 0.0217057 0.106855 -0.709813 0.153152 -0.173282 0.271495 0.126291 -0.156274 -0.180178 -0.0132445
internal_count=361931 287068 128235 101055 5458 3749 95597 63735 31862 62980 2630 60350 17420 42930 14071 7050 10534 3537 3349 35880 7376 5483 292 5191 1423 3768 2850 28504 26200 4264
shrinkage=0.05


Tree=4349
num_leaves=31
num_cat=0
split_feature=869 797 858 428 218 828 774 854 990 1193 710 911 200 628 222 1258 702 431 835 1040 419 980 1455 1470 637 949 1243 905 1180 904
split_gain=10.1183 18.8415 18.472 20.5373 19.4898 18.1797 17.5311 23.824 25.8252 22.1734 18.1606 18.903 17.6289 17.4682 17.7958 16.6882 21.2167 16.4623 20.2772 16.6677 16.2495 20.2209 19.9773 20.6366 17.9851 19.1295 20.7007 18.6633 17.9431 25.7076
threshold=-0.57653763495970078 0.63961785378869596 1.0825608069246189 1.8116597585877534 0.66364155036252614 0.94394806909191986 1.1292256896929815 -0.87473648844905705 1.09266583130301 1.9600208565237791 -0.21892777727621429 0.84230724644971555 0.54528507942352966 1.151201486870302 0.9204062423144207 0.48964294068787712 2.4062239364741633 1.2821910347848708 0.62065356259679716 -0.81372871105109723 -0.83202065260420666 0.79712863850048066 3.0460623713797315 -0.70412577816383015 1.7153703123237329 1.0000000180025095e-35 -0.95845745371504876 -0.89127707914019405 2.1966529663752774 1.4848130240264821
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 20 3 5 13 -3 -1 12 9 10 11 -9 -8 -4 -15 16 -14 -7 -19 -20 21 24 -22 -24 25 26 -2 28 -27 -30
right_child=1 2 4 -5 -6 17 7 8 -10 -11 -12 -13 15 14 -16 -17 -18 18 19 -21 22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.00031234208554569587 0.010151539179801158 -0.0012387617984955233 -0.0078595437234385591 0.0082363219814895385 -0.021539293268264523 -0.010227248559040954 0.020491304752510354 -0.0055992450000898726 0.017191131945215522 0.033017177367093774 0.0056863910573903926 -0.029402913681226661 0.013834212744192038 0.023671076604149272 -0.047777344949488598 -0.0054063650443467986 -0.070755687452358759 -0.0020495647571986643 -0.060428243353893032 0.060458024544387548 0.00020258868280521847 -0.0072398149209486609 0.0014890870378278459 0.017525667815171744 -0.012975836944023775 0.0018687957669068266 6.5771820255029634e-05 -0.0085950716551239179 0.012051851639311649 0.12357629855935631
leaf_count=58934 3457 30324 3644 2189 1284 6279 1520 2659 879 235 1526 495 1706 420 56 965 39 586 39 145 197190 9810 2335 1630 2080 2389 22185 6734 139 58
internal_value=0 -0.00906512 -0.054963 -0.0355479 -0.18007 -0.0511247 0.0222619 0.106884 0.0093289 -0.0590185 -0.0918809 -0.19035 0.225515 -0.10398 0.314868 0.122551 0.243936 -0.164079 0.188034 0.931469 -0.000983643 -0.0444708 0.00766767 0.161031 -0.0163473 -0.00313419 0.0317976 -0.106282 0.10548 0.934685
internal_count=361931 292973 44966 39562 5404 37373 68958 10024 5794 4915 4680 3154 4230 4120 476 2710 1745 7049 770 184 248007 46852 201155 3965 37042 34962 25642 9320 2586 197
shrinkage=0.05


Tree=4350
num_leaves=31
num_cat=0
split_feature=785 713 578 519 837 412 284 1177 254 695 500 690 358 979 803 597 126 567 567 633 1047 981 841 1099 817 623 417 1465 1036 347
split_gain=21.9927 15.6717 15.2547 14.5871 16.2177 20.2135 16.383 18.4514 15.9696 17.6425 16.4138 16.5394 16.3608 16.2512 15.7935 38.9286 28.2943 27.926 21.8653 27.6927 19.6645 26.1246 19.5209 19.32 18.247 18.1615 26.4968 20.1584 18.0498 18.0025
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87905496296652397 -0.830672104868595 -0.024445983609339975 1.3163541034535433 2.2154822803873588 1.1554228240134157 0.52656206759154367 1.243395151532902 1.4155676088523064 1.8601633463460192 -0.95133912951273258 -0.029723565278126259 0.85523949479533445 1.3592535390735871 1.402259659649604 -0.053810745209331094 1.7811711699895054 1.4871122038500981 2.8162032343233889 -0.86187524770500978 0.16070836065197994 3.1210475520479206 -0.5605470670690903 -0.13078323593138547 0.32472854478986551 -0.52774419131799011 -1.2042618075071092 0.75729284034160871
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 -6 -8 10 -10 11 -2 13 -12 18 25 -17 -18 20 23 -5 22 -22 28 -23 27 -27 -16 -20 -30
right_child=3 2 -4 14 6 -7 7 -9 9 -11 12 -13 -14 -15 15 16 17 -19 19 -21 21 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00011130620213974739 -0.0001191543842131992 0.00020151444915630383 4.3499918532033865e-05 -2.6321090138200317e-05 -0.00012563706663988993 0.0001779987347948841 8.1283979350374114e-05 0.0011646011616937909 2.1869496029550154e-05 0.00042885413924064527 -1.1060431334026694e-05 -0.00063306929242720809 5.1197317388769344e-05 -0.00048657426594926503 5.4808364113537838e-05 0.00022213214232765541 0.0004542598178807528 -0.00072512538270110406 -0.00071453690999501585 0.00031145894026549488 -0.00050511253021512728 -1.6803998638493241e-05 0.00030129145884269835 -0.00064118430969513829 0.00043760570362434058 -2.7443952559851921e-05 0.00011393654426903974 -0.00010701604135438352 9.0816028481937531e-05 -0.00016750106447830005
leaf_count=3144 11225 3434 22981 215746 22277 2206 508 95 5024 668 1229 504 7394 895 6020 5515 118 276 167 1711 556 619 245 360 1385 14163 11284 12299 8381 1502
internal_value=0 0.0481067 0.064476 -0.0158483 -0.0567453 -0.0193069 -0.113843 0.267276 -0.0412683 0.0772448 -0.0738905 -0.14049 0.00219863 -0.214143 -0.00973199 0.0263266 0.186857 -0.35741 -0.0183659 0.0730398 -0.0242104 0.16963 -0.225375 0.0270214 0.297722 0.00158213 0.0390981 -0.055429 0.040724 0.052281
internal_count=361931 29559 26415 332372 52025 29145 22880 603 26939 5692 21247 11729 9518 2124 280347 49675 5909 394 230672 12121 218551 2805 801 10410 2004 43766 25447 18319 10050 9883
shrinkage=0.000980392


Tree=4351
num_leaves=31
num_cat=0
split_feature=915 491 1168 1463 1292 773 759 1186 361 1322 214 1396 976 278 705 775 1458 700 771 356 697 349 1388 659 1353 223 636 86 913 1244
split_gain=10.1651 17.0734 17.804 20.8196 21.7267 19.8085 16.7162 16.5843 16.0368 16.9339 15.6163 17.6542 19.3693 19.0384 18.8393 20.738 17.8702 17.8285 25.3099 22.123 20.3299 18.7296 18.1657 17.8967 20.5752 17.8416 25.013 23.4157 18.9598 17.7312
threshold=0.35539985303639915 1.5273546669778832 0.9917809348404073 0.6457295741645136 1.4892968121444323 2.6644083116331223 3.282677285995514 0.7916114791000336 1.8845496357324805 -1.2494207127147972 -0.3526419239716006 0.85453789374626166 1.7103292939405492 1.5021966023382225 0.37185795862114152 -1.0769075386882909 -0.13220796725521164 0.9148033444275987 0.094535075829831561 1.6939131339972739 0.56605511912519135 -0.47202050441987059 1.7868826627414709 0.62821384419828064 -1.0000000180025095e-35 0.098622420496379801 1.089551568986544 1.8723309642993233 0.30550188425328623 0.15258905862269667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 10 -8 9 -7 -2 13 16 14 15 -12 -13 18 22 20 25 -21 -17 24 -23 27 -27 28 -19 -16
right_child=1 -3 3 -5 -6 8 7 -9 -10 -11 11 12 -14 -15 29 17 -18 19 -20 21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00016434071647443988 0.00080399734489021229 0.0050910282693841626 -0.01247726902335965 0.0053353610234598038 0.014779106742182239 -0.036685647254364233 0.011177205810492757 0.078098713819822307 0.060616874881183891 0.015607104281545254 -0.017911243833984406 -0.0057473201891892192 0.020396052547781304 -0.013572589616955223 -0.0018672089682361444 -0.0017795337631294394 -0.021624031266243599 0.026332792878250522 -0.011824442039165261 -0.011411092974549182 -0.0038672408286586721 0.10478439451467986 0.025737823979914511 -0.066146797579863484 0.00048524001656010513 -0.0091073627475744007 0.05729366360259347 0.10355149763978916 -0.015413976471781349 0.0093890862959584188
leaf_count=286231 21535 4773 8468 1871 484 134 272 63 69 795 1950 2836 334 2181 4817 7096 2071 803 5220 91 4486 104 369 21 45 828 75 60 245 3604
internal_value=0 -0.0293117 -0.0404193 -0.148528 -0.209624 -0.0251795 -0.0316258 0.533867 0.299264 0.204076 -0.0348089 -0.0680389 -0.208123 -0.0454805 -0.0279712 -0.0719859 -0.248699 -0.0483124 -0.105349 0.0622724 0.0312864 0.804588 -0.00185225 1.27513 1.5353 0.233985 -0.0320148 0.442189 0.362637 0.0678742
internal_count=361931 75700 70927 10823 8952 60104 59106 335 998 929 58771 37236 5241 31995 29814 21393 4907 19443 12685 6758 6497 261 7465 170 149 2011 903 1108 1048 8421
shrinkage=0.05


Tree=4352
num_leaves=31
num_cat=0
split_feature=785 728 516 451 506 564 515 1247 1468 540 381 413 651 996 1065 905 588 728 921 930 476 758 650 776 771 962 345 1462 830 933
split_gain=22.8813 18.8193 14.5758 20.9241 48.3853 25.4538 21.6842 19.2427 19.3547 20.8701 24.0975 20.9655 19.1763 50.7536 38.4873 31.0683 31.8667 27.4513 33.3116 29.525 26.0955 25.8449 25.0338 23.0425 22.8703 22.4025 21.7284 22.213 21.5956 20.6732
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 -0.76114766347539387 0.50871131412698856 0.35001124564692748 2.1979211646067411 -0.3789550555326065 1.1107569744011787 1.0565563832172893 1.0518754624258557 1.6941275270489176 0.71188872395471614 -1.3163276726681863 1.0525743831388839 1.0000000180025095e-35 0.52296557744356353 0.67035965415697463 1.6923072129381651 2.5659293755304176 -1.2295020225154885 1.3714217264408297 0.3077335902115238 0.90582925704808981 1.7734248820925165 2.2214874143667376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -2 -8 9 -9 11 -11 17 14 15 16 26 19 25 20 -4 -18 -21 28 -16 -19 27 -14 -20 -28
right_child=2 -3 12 4 -6 -7 7 8 -10 10 -12 -13 13 -15 24 -17 21 18 23 22 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00011701897202909972 -5.5525511942057243e-05 6.590798151162636e-05 5.1380405546566556e-05 0.00029494717634397951 -2.8291237505973724e-05 -0.00015550299185275869 -9.6034928341738777e-05 4.3733063278121624e-05 -8.8891806050401135e-05 0.00036500012478332428 0.00083130019373609464 1.4209550614593824e-05 -0.00011871481213731508 -0.00033140033282330004 0.00049846509282096578 -0.00033469711325303289 0.00032602462185398894 -1.0954414815933749e-05 5.8628936628691986e-05 -3.5979556929460105e-05 0.00025158595804690529 -0.00018616185092837738 0.00023196419669033939 -0.00072487002468431152 -0.00030239664375749699 -9.939811538511467e-05 0.00016599577141227363 0.00020725579645019675 0.00032178179859770239 -0.00054834554862585416
leaf_count=3396 86094 26163 6988 2736 10940 11199 7152 14126 4283 1633 236 1880 7359 2990 150 1160 2413 98971 18216 12580 5463 551 1883 233 2614 24198 3434 1108 1574 208
internal_value=0 0.048309 -0.0168726 -0.0369283 0.0506142 -0.047621 -0.0361085 0.0224214 0.0565328 0.0925409 0.240948 0.185519 -0.00441524 -0.0656982 -0.0240201 0.0183526 0.0446507 0.0042799 -0.00912308 0.0692681 0.148483 0.240593 9.74912e-05 0.074824 -0.258234 -0.0243109 -0.00849295 -0.0735292 0.0818943 0.130289
internal_count=361931 29559 332372 140279 13676 126603 115404 29310 22158 17875 3749 3513 192093 21987 18997 16233 15073 170106 143192 26914 12451 2964 14463 20023 2764 123169 12109 8467 19790 3642
shrinkage=0.000980392


Tree=4353
num_leaves=31
num_cat=0
split_feature=785 332 395 678 602 1449 203 1449 1430 1465 557 1390 496 1040 703 1459 773 771 192 1469 1061 938 216 770 1452 821 1450 1450 1465 85
split_gain=22.4916 17.8257 42.2738 26.2675 25.5512 23.1608 21.741 20.995 19.8873 18.3178 18.0133 21.9461 18.9332 18.0127 17.6961 18.5121 17.6513 17.48 18.6216 25.5157 22.2085 18.7597 19.0636 18.4267 22.0276 20.1731 17.584 20.5592 23.6183 17.3551
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 0.66849908449309148 1.6354124814891826 1.0605395091208547 0.74561756370782817 5.1453031881338012 -0.26348882100102394 0.093572519193774462 -0.95754947900947329 0.74766125572645648 -0.35159109468454403 -0.067275058802097762 4.2723634695158994 1.1146331096943436 1.6852846831943531 1.0000000180025095e-35 -0.79523044816278554 1.8325339926190554 -0.57633625342910477 1.7096977810248515 -0.022619669831232266 -0.44066592451945163 1.0000000180025095e-35 -0.2957953744690755 -0.042912377514323474 1.9404364142468602 -0.88877345405613128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 5 17 7 8 16 -7 11 -8 -12 -14 15 -9 -2 18 21 20 -20 22 -5 -21 -25 -26 -23 28 -28 -19
right_child=1 3 -4 4 -6 9 10 14 -10 -11 12 -13 13 -15 -16 -17 -18 29 19 23 -22 26 -24 24 25 -27 27 -29 -30 -31
leaf_value=4.5871012855438978e-05 -8.5386020980692036e-05 -2.202457126502185e-05 -7.1914080104002217e-06 0.00015775626057168123 -7.305214899266508e-05 0.00041644802726626242 6.3659773211113214e-05 0.000186712898070208 0.0011728316206895606 7.2866229311101849e-05 -0.0001478182779966039 -0.00035045596299752103 -0.00029856865739723705 0.00055820389617530189 -7.6035164969372567e-05 -0.00092967710966888461 -0.00034673940906527773 0.0006128895385299545 -8.9941814791990942e-05 6.2968119267043315e-05 0.00065289512471134402 -6.704344559436787e-05 -0.00041673482148317986 0.00041052562596508398 -0.00043567541801629167 0.00018685078365855042 0.00015798486243842003 -4.2946695560251787e-06 0.0010546649249516473 -0.00050451682491948308
leaf_count=29559 42969 126699 82513 4798 7456 1245 1696 3992 42 1281 6725 10802 412 694 3800 94 2023 70 2803 3756 171 11499 304 1964 282 2620 2898 8184 126 454
internal_value=0 -0.0177854 -0.038953 -0.00338937 0.0361601 0.0565387 -0.0954171 -0.0711521 -0.0966024 0.247313 -0.200828 -0.290907 -0.0750982 0.301761 0.0482425 0.164113 -0.0993032 0.0438494 0.0487612 0.117052 -0.0474245 0.0179878 0.131704 0.17341 0.255732 0.140117 -0.00901906 0.0509875 0.20225 -0.352861
internal_count=361931 332372 155762 176610 49911 42455 73249 52920 45034 2526 20329 12498 7831 1106 7886 4086 44992 39929 39405 11596 2974 27809 5102 8622 4866 2902 22707 11208 3024 524
shrinkage=0.000980392


Tree=4354
num_leaves=31
num_cat=0
split_feature=785 885 1457 81 1107 1002 1461 332 464 1065 568 988 1325 1242 983 718 507 1218 694 635 1148 608 790 1386 906 1390 770 583 962 558
split_gain=20.4576 15.3908 22.9801 21.2963 19.8176 20.6757 22.7812 20.579 30.1653 23.467 22.5662 21.2697 19.9435 19.9955 19.6723 19.3377 34.3632 27.6282 26.8925 23.9424 23.263 25.1337 34.5002 22.643 23.671 26.2854 22.5311 22.1691 20.626 23.161
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.1720793062237382 -1.3056775892169139 0.69854289147193727 5.4281164756817288 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 -1.1525449550552225 -1.3820670939764912 -0.1655977563054756 -0.86273403807903126 -0.30518366188602924 1.0159173274103563 0.65809631222906606 3.9048232315577729 1.2927572326739147 1.5133232492243236 3.073785392405322 0.66665475971017707 1.8618223311409718 0.37625148072740094 -0.88334857531044364 -0.93523728510198822 1.2195416972384394 -0.99544907250003589 0.78457125397875782 -0.72348834783181692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 -3 14 7 -7 8 -6 11 -11 -9 -13 -14 -5 17 27 20 19 26 21 23 -23 24 25 -2 -18 -17 -25 -30
right_child=1 2 -4 4 5 6 -8 9 -10 10 -12 12 13 -15 -16 16 18 -19 -20 -21 -22 22 -24 28 -26 -27 -28 -29 29 -31
leaf_value=4.2494161484974193e-05 0.00019843340999134117 -0.00020029920217921331 0.00046767100012828558 -5.2720091128666169e-06 -9.2372440344313505e-05 -7.4759824109458755e-05 0.0011418803870085182 -0.00055560146205087615 4.4655147809662003e-05 0.00054322137284427171 -0.00010861624571622923 2.5382249370169291e-05 -6.7127010037279828e-05 0.00014631748696928567 -0.00036475605667080091 0.0001170992769434942 0.00039685007935925015 0.00031599207187930998 3.6395675329233297e-05 -0.00039922937084553199 0.00018600724050914791 -2.0543536760166834e-05 0.00019242600317575847 -8.0903441715725026e-05 -6.1981380432304503e-05 -1.4699250299492839e-05 -0.00022927525794670512 -4.0983831438080768e-05 -1.3842545240563931e-05 -0.00028476366761627639
leaf_count=29559 4033 3422 426 2059 20972 11848 56 298 16423 219 4341 16457 2160 16630 2120 5051 2550 909 5201 222 2047 33344 3907 31716 82246 15523 298 34318 3971 9605
internal_value=0 -0.0182805 0.00488784 0.00235755 0.00774334 0.013635 -0.0691172 0.0274713 -0.016837 0.0574923 -0.0787254 0.0761726 0.080252 0.125774 -0.172639 -0.0296465 0.0117201 -0.0415685 0.138674 0.29307 -0.044063 -0.0473544 0.00326294 -0.0640106 -0.0435241 0.0323287 0.343309 -0.019135 -0.113286 -0.21507
internal_count=361931 332372 97431 97005 93583 89404 11904 77500 37395 40105 4560 35545 35247 18790 4179 234941 47640 187301 8271 3070 186392 184345 37251 147094 101802 19556 2848 39369 45292 13576
shrinkage=0.000980392


Tree=4355
num_leaves=31
num_cat=0
split_feature=785 713 516 789 451 506 564 578 515 498 852 1060 1247 1468 699 564 431 828 609 768 635 361 1469 339 544 1427 359 1470 217 181
split_gain=22.2178 18.0023 17.1621 22.0256 21.8247 48.2753 24.0231 21.0608 20.9499 20.685 19.6841 20.4742 19.1921 19.0975 21.2516 18.7904 19.1555 18.6748 18.639 18.4971 21.8472 21.2444 17.9133 23.5823 20.8487 19.4943 19.6048 20.5316 19.3158 20.6988
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 -0.87905496296652397 1.4353143596930875 0.59235351831561789 1.0747610123934368 0.91783665606910081 -0.76114766347539387 0.50871131412698856 0.071153870502645641 2.5200032278459363 1.7645186780104596 2.8184711628317083 1.6285028476148826 -0.47515847854358045 0.39773657454699612 2.3122102010702545 -1.0234077568651669 0.80197614549652751 1.0000000180025095e-35 2.2971197365863145 2.245824749166097 -1.3664195657027294 -0.75032860625185338 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 6 -6 8 9 19 15 22 -12 -10 14 17 16 -5 -14 -13 -2 -21 -22 23 24 -4 26 28 -28 29 -24
right_child=2 -3 3 7 5 -7 -8 -9 12 -11 11 18 13 -15 -16 -17 -18 -19 -20 20 21 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00012565146375061921 -1.3804470651246126e-05 6.0669285900458159e-05 -4.659952469749096e-05 -0.00037734208835953331 0.0002915314710257466 -3.0899898851085227e-05 -0.00015701579926605521 -8.7933248106665448e-05 -0.0001017979289437691 0.00046811316701763533 2.8695377564454205e-05 0.00022249915261548118 0.00016773044956538348 -9.3960544692611831e-05 -1.2808924833453941e-05 0.00036191306304714064 0.0012237797773613814 -0.00071933143814700319 -0.00039784351467209313 -0.00012533952472061947 -3.2299510948828607e-05 0.00054276683106964645 4.8786966779247197e-05 0.00016979826867299713 0.00010878362825876835 0.00013850889707459001 -0.0010916721991651717 0.00014220482928542071 -4.7157012628082427e-05 -0.00012270499533105348
leaf_count=3144 31097 26415 11232 565 2736 10940 11199 22217 7152 573 17336 4283 9639 4283 8071 332 37 165 226 37864 16790 343 22389 5684 6187 3641 65 3782 88121 5423
internal_value=0 0.0443199 -0.0198526 -0.00635486 -0.0415686 0.0476992 -0.0524622 -0.0710503 -0.0413099 0.17493 0.00307399 0.0645942 0.0160922 0.0500916 0.0857766 -0.0363774 -0.279604 0.158742 0.194427 -0.0614461 -0.09055 -0.0200702 -0.00707891 0.0485256 0.00888335 -0.0189885 -0.0244483 0.125318 -0.0305242 0.0225555
internal_count=361931 29559 332372 192093 140279 13676 126603 23724 115404 1507 168369 21845 29310 22158 17875 934 602 9804 4509 86094 54997 17133 146524 23103 17419 123421 119780 3847 115933 27812
shrinkage=0.000980392


Tree=4356
num_leaves=31
num_cat=0
split_feature=785 713 728 852 1307 140 215 968 767 1077 1469 955 354 764 1467 647 590 902 723 930 588 207 842 967 363 889 16 828 972 485
split_gain=21.8337 17.4785 16.4196 18.2386 25.8297 22.4847 21.665 21.4292 19.9976 19.5107 19.4158 33.3498 18.6618 18.3218 18.2735 18.1723 42.5288 18.0528 17.5683 27.1695 23.519 23.4758 21.629 20.5606 18.6203 18.946 18.4939 18.9837 20.2415 19.7576
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6294210021612947 1.8255777504023045 0.2895601152112896 2.0084989127880917 -0.60932918271437619 4.2406324835638474 -1.3381350792132791 -0.56067130660624642 2.4724142421012059 -1.4680578284419017 3.2089320700182484 -0.87782724458594241 0.58895901036483078 2.0947916829856985 1.0000000180025095e-35 1.0000000180025095e-35 0.71188872395471614 -0.056979058706651924 0.66878815571507388 1.4170778690582806 -0.010449409471031687 1.0000000180025095e-35 -0.23674937828606454 1.7944779504305701 1.7474360310387065 1.1628653207609376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 5 7 8 9 -6 10 11 -5 -13 -12 17 16 -4 18 20 -20 26 23 -22 -21 -24 -26 27 29 -29 -2
right_child=2 -3 15 4 6 -7 -8 -9 -10 -11 13 12 -14 -15 -16 -17 -18 -19 19 21 22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00012137216695958882 3.072172747241419e-05 6.2588850332731966e-05 -4.7022233904338598e-05 0.0001911455073955753 5.7070609145372504e-06 -0.00012829655890899579 6.2745090862005159e-05 0.00020815876737640131 -0.00032266523447903425 -0.00095009293468527225 -0.00021941234616293972 -0.00066792950398423211 0.0010319504046941903 4.5431846110709951e-05 0.00015627145615176638 -5.5220866178381783e-05 0.00038185860871481662 7.813556201028542e-05 -9.2278915473206519e-05 -4.3813624304381685e-05 -3.4010691111401087e-05 2.6494852787979912e-05 -0.00046746367165858183 -0.00025685709774967959 0.00094875258821985409 -0.00015934062885278178 -2.0330306561475807e-05 0.00026627582376076729 0.0013433062921124549 0.00025797091786835001
leaf_count=3144 13497 26415 4821 399 2026 3849 2610 3243 3745 102 1487 559 23 56170 2490 93730 1384 8135 46209 28402 5199 29727 1280 2897 63 503 16459 1267 85 2011
internal_value=0 0.046547 -0.0171222 -0.00748184 0.0209315 0.0333549 -0.118463 0.0433528 -0.215745 0.0335284 0.0351235 -0.258887 -0.592069 0.0405452 -0.0221048 -0.046282 0.0783974 -0.0255786 -0.0316087 -0.0474866 0.00952843 -0.0174675 -0.10962 -0.0621568 -0.322396 0.0188968 0.0358811 0.0891346 0.347398 0.0658793
internal_count=361931 29559 332372 232437 74213 65832 8381 61983 5771 58740 58638 981 582 57657 158224 99935 6205 155734 147599 107235 40364 61026 7045 31299 1846 566 33319 16860 1352 15508
shrinkage=0.000980392


Tree=4357
num_leaves=31
num_cat=0
split_feature=785 516 451 506 564 515 789 578 498 1247 1468 699 828 623 566 348 728 651 689 513 921 1047 1059 1118 471 150 661 415 924 695
split_gain=19.055 15.956 22.2455 50.787 26.5997 23.3946 19.7945 19.1982 20.5051 19.069 19.3211 20.9312 18.6745 18.6436 21.7446 19.9226 19.9035 32.4298 30.2152 32.3803 29.5303 29.5297 28.238 26.144 27.9514 23.6749 21.4716 21.2918 21.1509 22.3899
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.1248358748350926 -0.87905496296652397 0.59235351831561789 -0.76114766347539387 0.50871131412698856 0.071153870502645641 2.8184711628317083 1.9538269969423816 2.1059719136688364 -1.617447066059148 -1.3163276726681863 1.1107569744011787 -0.4288425582216272 1.0454229551509682 1.0000000180025095e-35 0.35335522959226667 1.0885083440240186 2.1587322811984717 2.2944869526193208 -0.85465260294331957 0.48553334710836543 2.1194130209558275 1.8999064755685127 2.737480222402255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 13 8 -8 -7 11 12 -11 14 16 -15 17 18 -3 21 28 26 -22 24 -24 -23 27 -20 -18 -30
right_child=1 6 3 -5 -6 9 7 -9 -10 10 -12 -13 -14 15 -16 -17 20 -19 19 -21 22 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=4.2677663543416866e-05 -5.6381835471488298e-05 -3.9295804461867606e-05 0.0003037026244829792 -2.7517959997901991e-05 -0.00015817691722055707 -9.3385232491824174e-05 -3.9124804083745551e-05 -8.0629478223431412e-05 0.00046261713275088718 0.00017591477164547213 -8.6793845528439724e-05 -3.7513138106079273e-06 -0.0007130993482918857 -0.00052587114312186247 0.0001156576893641125 0.00012241678823728518 -5.6704915387726446e-05 -0.00016657237035829479 0.00019991905100279303 -5.6455632522136265e-05 4.6887001548214941e-06 -5.8987738155216147e-05 0.00022368530573424239 -0.00075699685784383981 -0.0003508257841525017 0.00047708499695643875 -0.00013054139201976292 -0.00049841298033416633 7.1695041132183729e-05 -0.0011344631259460013
leaf_count=29559 86094 6699 2736 10940 11199 7152 934 22217 573 9639 4283 8071 165 313 6791 8070 76765 2828 6661 3030 37766 517 5633 142 440 2183 1585 266 8590 90
internal_value=0 -0.0159807 -0.0369573 0.053301 -0.0479757 -0.0362054 -0.00295129 -0.0643878 0.170507 0.0245997 0.0585541 0.09453 0.167068 0.00599562 0.000120735 0.106951 -0.00609061 0.0531257 0.0838961 0.142586 -0.0180019 0.199981 0.0291949 0.165684 0.187365 0.395598 0.131062 0.181236 -0.0446351 0.0620278
internal_count=361931 332372 140279 13676 126603 115404 192093 23724 1507 29310 22158 17875 9804 168369 159986 8383 153195 23769 20941 14242 129426 11212 43981 6215 6073 2700 8512 6927 85445 8680
shrinkage=0.000980392


Tree=4358
num_leaves=31
num_cat=0
split_feature=785 713 578 1183 1247 1065 1037 207 1438 1182 843 752 622 456 199 205 764 1044 1036 497 1454 166 418 275 1328 1256 689 1037 1470 1280
split_gain=11.0715 12.7273 13.0018 12.7839 16.3011 14.1115 12.8567 12.2221 12.1163 13.6964 11.9164 18.9824 26.1168 19.7238 15.7072 16.0389 15.9562 15.6216 15.1833 17.8141 15.4624 17.2009 16.3227 16.1283 14.5132 14.8087 18.7274 14.31 15.5796 15.2157
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87905496296652397 0.76365206452246459 0.2905428076071872 0.53317830391623378 1.0842763530767656 -0.85842221761212556 0.73556760293882195 -1.0252595785426528 2.0054490827892364 0.47813522950990667 -0.51854373639452966 3.2574167820993445 1.0000000180025095e-35 1.8575263907553554 0.99513684329191998 2.6123727369318002 -0.97230185928071033 -0.64410973609811273 0.50933602050530713 0.34407678133923819 -0.43400429975200933 0.71038197648757995 1.0528454025846787 2.6332573925065987 1.4922476836655676 -0.51440823360705867 1.6888047518130269 0.61486437178943043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 7 5 6 -5 -1 -3 -10 -2 14 -13 17 -12 16 -16 18 -14 24 21 22 -21 -22 25 26 -20 -23 29 -29
right_child=10 2 -4 4 -6 -7 -8 -9 9 -11 11 12 13 -15 15 -17 -18 -19 19 20 23 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0075216920594916616 -0.00052926225942038563 0.012874161627415243 0.0017027440546233412 0.022925953789132529 -0.020508871806811799 -0.016481840769986829 0.086420184667210825 -0.013703756766543862 -0.068540163052807218 0.00023752277597647358 0.0017683394316003777 0.015788582099794179 0.033189630073896158 0.10297472510826443 -0.020757181652294312 0.040323892223525157 0.020752702765865477 0.087777766665032925 -0.018516213825204571 -0.00031071262747955583 -0.021950402744585956 -0.04452381389089239 0.02067234921445972 0.020346179292225677 -0.053307534099690829 0.059376815394539831 0.050943954568683482 0.019659736289725435 -0.060227976882446903 -0.031351065512209661
leaf_count=498 321318 2653 22981 317 211 108 45 1965 42 739 3207 2220 151 21 1317 61 191 25 735 746 480 126 1043 126 136 28 42 256 51 92
internal_value=0 0.0378126 0.0526416 -0.108226 0.183211 0.416434 0.640127 -0.189194 0.183754 -0.0643249 -0.00773993 0.0645782 0.138122 0.0291727 -0.0531589 -0.263665 -0.32373 0.017558 0.00675031 -0.0212088 0.0573116 0.138256 0.238965 -0.249757 -0.307382 -0.195323 -0.267326 -0.208676 -0.0191777 0.132469
internal_count=361931 29559 26415 3144 681 470 362 2463 3434 781 332372 11054 6278 4058 4776 1569 1508 4037 4012 3861 2920 2314 1789 606 941 805 777 525 399 348
shrinkage=0.05


Tree=4359
num_leaves=31
num_cat=0
split_feature=890 407 43 1235 21 565 1470 548 277 889 1466 672 706 1467 775 1454 705 1470 1470 1457 352 528 637 349 565 647 496 76 969 493
split_gain=16.9958 22.8961 19.3302 19.4617 22.9743 25.3831 25.0507 28.5871 26.7307 25.0735 37.0713 23.7299 30.7644 22.8745 21.6717 20.5352 20.1926 20.1373 21.0736 33.7434 27.3253 22.6889 24.1399 21.6096 19.8937 19.0251 18.9193 19.8761 18.7774 22.2194
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 -1.24934742919911 -0.32341995197817647 -0.48628576117259498 1.4010223322276716 1.0510833983642893 2.5833172578372339 1.0000000180025095e-35 0.12232233282839861 -0.65546635319905777 2.0258146145105322 -0.5390220224505301 1.3425416022759293 0.17628833089535448 1.3183739815888758 -1.1298860701531226 0.61257734706231515 0.041329821661130785 0.24048408269465027 0.46114165859435363 1.1493617428488021 -0.66971392766994198 0.91746626851302227 1.0471264925718051 -0.68933793006444932 2.3795227356203514 0.95098783685555177 -1.3961038210069106
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 28 5 25 7 8 -7 13 -11 14 16 -8 17 -15 -13 -6 21 23 -21 22 24 -20 -19 -5 -25 -28 29 -3
right_child=1 2 -4 4 11 6 9 -9 -10 10 -12 12 -14 15 -16 -17 -18 18 19 20 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-4.0609662991991741e-05 -6.2398648325834676e-05 0.00033055301037272577 -0.00011608887106749089 -3.2848207606176723e-06 -0.00014228971471570299 8.9366261277523391e-05 -0.00023900049757398804 -9.4528191988853106e-05 -0.00049099283096598828 0.00055275245601592966 -0.00044857382052852763 6.247221269142698e-06 0.000352274530736051 0.00017319020475905546 -0.00015474525629534356 0.0012498358070691933 0.00012067842919536189 4.7883393289547449e-05 0.00010653218818805946 -0.00047239952810341628 0.00010763875627960407 0.00011522444213497495 -0.00018707084286310183 -0.00037188625885027057 -0.00014073740757798207 -0.00029540231967446247 -6.5569640116395906e-05 0.0011683202002510454 8.1522306538971029e-05 -0.00012066228638602301
leaf_count=96477 36838 673 8848 15258 5300 31864 709 5902 458 1399 218 74430 1405 1779 6667 76 7850 15719 3613 1625 494 8619 3352 1125 3185 1421 6252 55 3870 16450
internal_value=0 -0.00202412 0.00537392 0.00885652 0.0148838 0.0517381 0.0794222 0.0615715 0.0845203 0.239556 0.446897 -0.000573254 0.0234317 0.101969 -0.0353651 0.227191 0.017984 -0.0201113 -0.00449714 -0.0793378 -0.337987 0.0262087 -0.012001 -0.0304365 0.0174481 -0.0252027 -0.0996786 -0.0545141 -0.0651798 -0.103736
internal_count=361931 265454 228616 219768 198775 59084 42405 38224 32322 4181 1617 139691 83685 2564 56006 1855 82280 49339 44039 13164 2119 30875 22256 11045 18904 16679 7432 6307 20993 17123
shrinkage=0.000980392


Tree=4360
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 913 84 560 497 498 1104 597 1467 714 588 906 689 588 421 290 1443 513 746 1241 1452 1470 759 921
split_gain=19.4967 18.2077 19.3559 24.2235 24.1163 18.3259 42.388 17.7361 19.3824 18.7203 17.4817 24.5654 18.8363 17.4514 17.6051 18.3718 31.4025 27.0317 23.521 22.6181 22.3742 20.7839 22.8494 20.2496 25.74 24.2052 19.6895 32.0983 20.9498 20.1719
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 0.13067971497466105 1.69116793757109 0.63515767152532354 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 0.71188872395471614 2.6287012352426902 1.979635823759073 1.3123186738111605 1.0454229551509682 3.6288968102052546 -0.67919258870259713 0.79547082264194502 1.1605466117522381 -0.43806006575711359 1.0525743831388839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 10 7 6 -3 9 -9 -5 11 -4 -13 14 15 19 17 18 -17 26 21 -20 -23 -18 -25 -26 29 28 -28 -2
right_child=1 5 3 4 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 16 23 -19 20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=4.1984456492352941e-05 3.6896248192335635e-05 -4.8094833370729702e-05 -0.00029575242036421846 -0.00039528748458069157 9.5164218341636152e-05 -5.7063215194632132e-05 0.00038014990244207916 0.00036223333058276824 -0.00071658470086729815 5.5141696833429629e-05 5.1848097266689266e-05 7.5856918358652525e-05 0.0014115771262354091 0.00022143909397057978 0.00013821605876778239 6.2165680156610543e-05 3.7131239054980212e-05 -9.1543566109487495e-05 -4.2446372107661144e-05 -8.3677861691033026e-05 -0.00042651857544655279 0.000175546874602504 -0.00028706474540824225 0.00038246840028933701 -0.0015719836379295112 3.1019738991220101e-05 -3.4376825946035243e-05 0.00079929188219876688 0.00022464816229470313 -0.0001316514367029938
leaf_count=29559 31935 4821 2623 676 21461 93730 1384 107 458 2130 1899 198 53 1237 3115 13647 6941 45400 74133 9073 992 3253 649 1501 55 141 2769 312 3442 4237
internal_value=0 -0.017412 -0.00725135 0.0450368 0.0715758 -0.0481184 0.077106 -0.111137 -0.503311 -0.0397982 -0.104707 -0.225591 0.396209 -0.0156935 -0.017607 -0.0205708 -0.033949 -0.043435 -0.0218896 0.0167769 -0.0376008 -0.0338025 0.115334 0.0883328 0.294247 -0.405694 0.0396146 0.152532 0.115057 0.0176126
internal_count=361931 332372 232437 29605 24832 99935 6205 3371 565 2806 4773 2874 251 202832 201595 198480 146712 138074 92674 51768 79027 78035 3902 8638 1697 196 42695 6523 6211 36172
shrinkage=0.000980392


Tree=4361
num_leaves=31
num_cat=0
split_feature=1442 618 1032 48 1276 488 61 698 1322 1464 1018 332 1020 21 1463 1467 1467 1449 1457 353 1464 814 55 490 838 1247 974 75 1469 21
split_gain=10.747 20.3118 21.3918 20.0648 20.5898 19.7921 20.2386 19.0158 21.7123 17.5615 19.5869 18.6339 23.7618 19.0229 29.4465 35.447 28.8895 24.5726 24.8108 23.3701 21.6976 21.6735 20.6294 19.7896 22.1451 18.9603 18.2186 25.2173 22.9589 25.9607
threshold=-0.36318025971450862 -1.4147875658213491 -1.0769412657368138 1.0000000180025095e-35 1.0000000180025095e-35 3.1716671059802404 1.0000000180025095e-35 -0.10151858355579323 2.6373985736188925 0.2602645535820674 4.2071407255049307 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.43089357072131801 2.0795777984847859 1.0954545512353178 -0.47069643299368885 0.57275488436352984 0.31755441909385257 0.51136205849063443 3.3844084325317341 2.028461052144193 -0.54515271203568594 0.089808446187546312 1.1375149045477393 -0.053058191849836019 -1.4786008405379478 -1.1729032349805202 -0.13431221002227373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 -5 6 -1 -2 -9 26 11 13 25 -11 16 22 17 18 20 21 -15 -19 23 24 -16 -13 28 -28 29 -3
right_child=1 9 -4 4 -6 -7 -8 8 -10 10 -12 12 -14 14 15 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00088365896131639232 -0.015754564494614667 0.01207157272844064 -0.001020620847074386 -0.0064431021068146457 -0.00050658206907299331 0.016480941200401878 -0.0030975283014514216 -0.002704255083151978 0.10896194602179952 0.0035122590101485658 -0.04382804962865109 -0.0024610850985956321 0.0062547503426465022 0.037350423918734409 -0.023514886496735936 0.017261296721187949 -0.017536584599357353 -0.0085914907234160964 -0.023045100708635372 0.014195942197026638 0.01136416683431013 0.11009014946337498 -0.040284998524862434 -0.0038874252684114349 0.00073459101695354321 0.010424291426207922 -0.020276628170826622 -0.0011119819040372682 0.00044181149244577596 -0.0001248504053684054
leaf_count=62488 5154 4325 17556 22193 17966 1063 32014 2674 31 11579 152 7882 19231 501 1887 652 752 2335 215 890 1585 23 415 4213 732 1513 1150 68487 68454 3819
internal_value=0 0.00543885 -0.0655193 -0.0221849 -0.0719125 -0.00296335 -0.0068941 -0.19416 -0.0298639 0.0121271 0.0458787 0.047799 0.0830549 -9.82607e-05 -0.0578994 -0.154197 0.0611638 0.122239 0.305653 -0.0117215 0.382328 -0.148493 -0.204185 -0.177613 -0.337929 -0.00586979 -0.00117609 -0.0270661 0.0239069 0.130819
internal_count=361931 226207 25415 135724 40159 95565 94502 7859 2705 200792 54557 54405 28626 25779 14200 7899 6301 5549 2301 3248 2086 2358 7247 6832 2619 9395 146235 69637 76598 8144
shrinkage=0.05


Tree=4362
num_leaves=31
num_cat=0
split_feature=50 56 1470 582 896 1188 633 70 690 498 1252 1051 910 848 1469 844 1178 420 158 73 566 636 1121 639 698 74 311 1383 347 530
split_gain=10.6064 20.5914 14.7267 15.2128 15.57 22.5648 14.2025 19.1077 15.4115 22.5015 14.3215 21.8708 14.1957 14.0836 14.7056 13.9821 16.0937 21.7797 16.4198 15.672 15.1788 16.1405 18.842 14.8306 15.2048 18.3309 14.9129 14.268 14.0162 13.8858
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.0844420916666788 0.13351389361957308 0.77421534435549644 -0.89756602880303771 -1.0372942075516318 0.82350926628723986 1.1108417074881134 0.046456973968320874 0.043329502042675931 0.67909569382761958 -1.0492803402542592 0.32991972923171631 -1.0216575818916935 -0.4771110053613265 1.8318636377943933 1.2770189884131222 -0.0074455613655454835 0.72344506712459655 -0.063657067741567611 1.342929508492255 1.4707076201372336 1.1163561245247882 -1.1739816008941835 1.0000000180025095e-35 1.9652352293657838 -1.0196613417625537 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 5 -5 7 10 -8 15 11 -3 -1 -7 -15 16 17 27 20 -20 21 22 28 24 25 -17 -26 -10 -18 -2
right_child=29 6 3 4 -6 13 8 -9 9 -11 -12 -13 -14 14 -16 23 18 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00014034735611230135 -0.00071587458532123844 0.0084562392171594041 -0.004320793962617738 0.0018226595801748642 -0.0055428539403545463 -0.055137249258583355 0.0014153216315869856 -0.0021040519215701193 -0.024753754663339785 0.0070780999566302204 -0.032648631600356796 -0.033435567989010831 0.01508071250924658 0.016051249860145857 0.050311554394365222 -0.032427141985218726 0.098919480112717548 0.10712952184985199 0.02827682282379847 0.13899959118704816 0.042391423738850617 -0.017497102664622649 -0.063713476985174072 -0.024055328534958745 0.021907932859833203 -0.0054395798498488301 -0.0084069220593005149 0.060898360667863249 0.021779593332157676 0.0012091843013433583
leaf_count=3668 88576 525 63713 2648 2420 40 61711 13058 423 2233 718 335 899 472 232 466 44 21 44 27 133 288 40 688 464 8717 343 24 155 108806
internal_value=0 -0.0191218 -0.0575029 -0.0707442 0.0478923 0.15062 0.001678 -0.0751053 0.0127354 -0.0549522 -0.349877 -0.140738 0.0651808 0.491595 0.552349 -0.0968229 0.153316 -0.231206 0.359177 1.39946 0.23998 0.0297934 0.511271 -0.121618 -0.101504 -0.128654 0.186824 -0.360629 0.782371 0.00715553
internal_count=361931 164549 74092 69525 5812 3392 90457 14636 75821 14110 1578 860 4567 744 704 11877 1199 468 731 71 660 527 239 10678 9990 9183 807 447 199 197382
shrinkage=0.05


Tree=4363
num_leaves=31
num_cat=0
split_feature=785 727 728 852 1080 692 597 1467 714 588 906 689 588 513 746 1241 421 290 1443 1452 1470 759 921 862 1329 1316 779 77 508 280
split_gain=26.9042 17.452 16.8729 18.1392 23.607 23.6264 17.5777 17.7455 18.3247 32.4391 27.1477 23.3393 22.4767 21.9297 26.0781 24.2608 21.8422 21.1195 22.7614 19.5639 32.4108 20.7119 19.6654 21.5282 18.3873 19.3069 21.3898 21.3652 21.0731 19.2164
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 0.71188872395471614 1.0454229551509682 3.6288968102052546 -0.67919258870259713 2.6287012352426902 1.979635823759073 1.3123186738111605 0.79547082264194502 1.1605466117522381 -0.43806006575711359 1.0525743831388839 1.0000000180025095e-35 -1.1287694262532211 -0.63483968252461642 -0.20189034612838339 2.154643624437274 -0.93667083388831573 0.38832822664088534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 8 12 10 11 -10 19 -11 -15 -16 17 -13 -19 22 21 -21 24 -24 -2 -26 28 -28 -27 -30
right_child=2 -3 -4 4 5 -7 -8 -9 9 13 -12 16 -14 14 15 -17 -18 18 -20 20 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=-5.9085727466094878e-05 0.00038568885745610484 4.8311613962732006e-05 -9.7689256339018242e-05 -0.0001542528399297013 -0.00016023609972092245 4.0360200453118832e-05 0.0001700396724817545 8.6532725556136945e-05 9.420755744568908e-06 -1.4535636690233341e-05 -0.00014312359873333496 -9.4299360641452966e-05 -0.00013490192487869602 0.00034273069008827718 -0.001624137519660105 -1.3795748165709388e-05 -0.00046899544271128169 0.00012466615900652738 -0.00033321280040704825 -8.5811925642660729e-05 0.00074748511244395073 0.00017032730716234979 -3.2314969978012118e-05 -0.00035810741007044524 -0.00011485738985355371 -0.00013816575521333999 -4.4944304511624157e-05 -0.00068132624990465524 0.00017746879833647027 -5.4303341118893086e-05
leaf_count=12551 537 17008 99935 4773 3371 21461 1237 3115 13647 6941 45400 74133 9073 1501 55 141 992 3253 649 2769 312 3442 2311 1926 9288 2070 10955 260 6441 2384
internal_value=0 0.000418338 -0.0704679 -0.0607114 -0.01025 0.0158931 -0.0688036 -0.0706991 -0.0736379 -0.086914 -0.0964359 -0.0749446 -0.0366287 0.0371991 0.252718 -0.455141 -0.0904684 -0.0867202 0.0632415 -0.0140214 0.0980195 0.0606559 -0.0357253 -0.184395 -0.0160989 -0.0236407 0.0116754 -0.0624911 0.0796389 0.122785
internal_count=361931 29559 332372 232437 29605 24832 202832 201595 198480 146712 138074 92674 51768 8638 1697 196 79027 78035 3902 42695 6523 6211 36172 4237 31935 31398 22110 11215 10895 8825
shrinkage=0.000980392


Tree=4364
num_leaves=31
num_cat=0
split_feature=785 727 726 930 921 783 817 791 953 1016 651 874 836 551 492 1028 858 622 889 1055 762 637 692 1157 879 218 1089 934 866 965
split_gain=10.5897 12.2429 11.8145 28.1664 23.3009 37.172 23.1279 22.2135 39.9787 27.1731 24.4414 24.0262 23.9847 22.9739 21.2253 20.8709 20.1138 20.0051 22.9501 22.8909 21.6783 19.7127 19.3903 18.3863 18.2459 20.1426 18.223 22.4436 37.0199 36.405
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 -0.5605470670690903 1.0000000180025095e-35 0.67505964681462227 0.65834228227133607 1.1107569744011787 1.0000000180025095e-35 2.0420128731315255 -0.66823847936584235 0.4989875652709243 0.24965236237700447 1.0825608069246189 0.65009137073863477 3.9799828580384387 0.060197070401264659 0.49078053379484082 1.758494774759918 -1.0551545991463207 1.3908200557045973 -0.65854580630962423 -1.497994220849401 0.44837531086292992 1.0000000180025095e-35 0.5880156106821478 -0.30992143508708098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 7 6 16 26 9 10 11 -9 -13 -12 21 17 -6 18 20 -19 -2 -8 -11 -22 -17 -26 -4 28 -28 -30
right_child=2 -3 4 -5 5 -7 14 8 -10 22 13 12 -14 -15 -16 24 -18 19 -20 -21 23 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00075247444278606871 -0.0045501394079633479 0.0038427023437445427 -0.0027827259850653477 -0.0012309480710134546 0.0063003843089504035 0.012955754814555361 0.0013974973146330411 -0.0010058803431780229 0.0059323567269686205 -0.01475965207315205 -0.011414878264101903 -0.0080741929911660251 0.020602501828913114 0.0132211758512159 -0.008320482305447836 0.014132187719769151 -0.0075243189598822105 0.00019913654547808681 -0.0557400248844446 0.018725390178185926 0.0080227617322859799 -0.015070315214058988 0.0047499323743019871 -0.017684144312658096 -0.020613516438031335 0.0057957323892284876 -0.0050554788772782869 0.0030545693321318151 0.016166563844228928 -0.0059148041108129986
leaf_count=12551 8122 17008 124551 32113 10184 3279 15465 25976 12903 906 666 19850 459 2370 5992 3221 1403 2279 146 1966 3730 1123 11088 413 484 5717 16632 17516 2135 1683
internal_value=0 0.036028 -0.00854297 0.0211147 -0.0154219 0.0375632 0.0137789 -0.0247771 0.0107001 -0.0195542 -0.0502879 -0.0669864 -0.144267 0.153673 -0.03304 0.0776014 0.0913236 0.0232965 -0.0225041 0.174554 -0.0130249 0.00702593 0.0729144 0.113488 0.156388 0.0837812 -0.0404489 0.00279779 -0.0506104 0.144251
internal_count=361931 29559 332372 58191 274181 37446 34167 236735 74218 61315 49321 46285 20309 3036 22580 26078 11587 16656 12411 4245 12265 16588 11994 4143 9422 6201 162517 37966 20450 3818
shrinkage=0.05


Tree=4365
num_leaves=31
num_cat=0
split_feature=1459 1459 1449 1449 1450 1455 1451 1453 1457 1450 1454 1451 818 63 1458 1469 145 1458 1457 1470 79 1454 1454 1463 50 1467 764 1450 1449 1470
split_gain=10.3375 20.5337 19.3173 30.0683 27.0113 30.4035 27.8689 41.9158 38.3829 42.1489 36.1728 25.4935 26.7309 25.0142 25.0026 28.4172 28.9881 23.5041 23.426 24.0599 23.4139 23.3548 23.0931 22.1829 25.6976 21.8423 20.4811 20.2384 27.481 23.5926
threshold=0.46383055849355342 0.45348792378140712 -0.32183734465273589 -0.28903415273037497 -0.37346915815988274 0.90830705089653951 -0.38148994849378032 0.15065792239285117 0.16218370110543842 -0.35950514493807501 -0.86730870454553399 0.59897055457132509 1.0000000180025095e-35 0.21238981431351248 -0.06493454140346698 -0.16970989499591219 -1.0325075619082558 0.25640757745451187 0.38861772836663444 1.0895865630873558 1.2212769860126211 1.3763541472649148 -0.80169152520006459 0.34874662877675894 1.0000000180025095e-35 -0.096942217446212481 -0.73106998265914236 -0.27666379910490574 -0.046399403249050987 0.45488835002924377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 25 11 6 21 8 10 -10 -8 12 -2 17 15 16 -13 20 -11 -20 26 -6 -5 -9 -25 -4 -12 28 -24 -29
right_child=2 -3 3 22 5 -7 7 23 9 18 13 14 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 27 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00052924740956106892 0.0026508812541799773 -0.049245444161910512 -0.040637489953841768 -0.016363176452144045 0.018708717055674503 -0.0042397986740299988 0.021345020697267448 0.019148251884149977 0.068695155884792178 0.034474661341753678 0.0059763907198895098 0.069083744506005448 -0.0099918181574726941 0.0025012937776642064 -0.00012878421618504332 0.051381652521688241 -0.0026077005595792346 -0.04912062937776443 0.0022746782133295164 -0.07817681757641852 0.028319313171351904 -0.0010084956413725248 0.010768357905295425 -0.022301660228333048 0.01254974183694472 -0.0074852688756542789 -0.028653359191645047 -0.00079268862458473392 0.00053123989556098754 -0.01711463190975698
leaf_count=287247 4293 157 535 1422 3844 3149 400 2499 98 263 324 68 5247 778 1200 283 407 392 1876 53 144 866 4960 474 694 884 1117 25299 11663 1295
internal_value=0 -0.0110096 0.0196717 -0.00968871 0.0663326 0.121941 0.165783 0.0910078 -0.041615 0.171328 -0.218545 -0.0228636 -0.0779452 -0.319263 0.198449 0.496877 0.177696 -0.459991 0.0955188 0.00483535 -0.330898 0.300452 -0.000107816 0.268616 0.0136074 -0.372309 -0.424272 0.00826369 0.0713359 -0.0307653
internal_count=361931 287404 74527 46058 28469 16971 13822 9112 5445 2290 3155 11498 9540 2755 1958 758 475 1977 2192 1929 1585 4710 44639 3667 1168 1419 1441 43217 16623 26594
shrinkage=0.05


Tree=4366
num_leaves=31
num_cat=0
split_feature=181 1169 795 549 746 1292 1044 1367 1365 637 219 547 1247 1246 705 1304 290 864 426 1319 221 416 2 763 1468 223 1451 945 87 556
split_gain=16.8924 17.2368 19.2643 24.4089 21.3307 29.7511 31.003 26.8809 27.0244 26.7343 21.0882 18.6721 19.2731 18.247 17.3407 17.7484 17.6092 16.8992 16.9935 16.8763 16.7041 22.6528 17.3301 16.6849 24.0515 16.9816 16.6666 23.9242 16.9309 18.0433
threshold=1.0000000180025095e-35 1.0643747975631468 -0.29258408639884992 -1.3900695809707992 0.66766320980544069 1.0000000180025095e-35 0.50935253059380015 1.0000000180025095e-35 3.6885994790703491 -0.13898157243223117 -0.016966286885044164 0.55489234843406188 -0.38783768709875249 1.7162686212223128 0.87723755459486374 -0.64587093632554571 1.0000000180025095e-35 -0.83718411225912115 -1.4833241199310387 -0.54994297770893763 2.0566792771333762 -0.65101363962833247 0.43536889678867946 0.32722738969737336 2.3634222294985348 2.4618436913715289 0.10174874292923865 1.0000000180025095e-35 -0.63831034428702316 2.4536539289472361
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 5 7 13 26 11 10 -6 12 -9 14 20 16 -16 18 -3 -1 -7 22 -22 -19 25 -25 27 28 29 -5
right_child=-2 17 -4 4 9 6 -8 8 -10 -11 -12 -13 -14 -15 15 -17 -18 23 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=7.0978455731672937e-05 -4.5644701860145847e-05 0.00067642722422965194 -1.4224206522725102e-05 -0.00050302274755763233 -5.9468912770221196e-05 6.8423095884358821e-05 -5.0466261111582369e-05 -5.6210930052557489e-05 -0.00077042954650692749 0.00018330367127765863 0.00014968117267274845 -0.00020067977973302117 0.00011900876366538199 -0.00013523722539975384 -0.00027362122933238971 0.00026414195081201074 0.00029170079801995517 5.5893491599490345e-06 -0.00014564187208674097 -0.00012082824496767904 -0.00065765910281114252 0.00068348904387177591 0.00078383095989658389 -0.00010535281784584819 0.00038928426943735675 -0.00074993232200698144 4.9210747702294468e-06 3.7390011642134928e-05 -0.00016859530136288561 0.0010020769242126142
leaf_count=4213 75166 181 119246 1543 5535 21565 9387 4488 192 8901 3458 1729 9350 1642 625 4645 416 34276 12291 10349 127 381 48 14866 594 379 5785 3090 7405 58
internal_value=0 -0.00337661 0.00494375 0.0275155 0.0397423 0.0216272 0.0611199 -0.0316695 0.0319279 0.104934 0.0219622 0.0423934 0.0666316 0.0950351 0.107588 0.213365 -0.0443877 -0.0422735 -0.135726 -0.0707823 0.0798975 0.43217 -0.221133 -0.0230055 -0.097704 -0.120208 -0.101928 -0.15645 -0.221394 -0.462722
internal_count=361931 286765 224178 104932 90370 72476 38836 33640 15759 17894 8993 15567 13838 29449 27807 5686 1041 62587 12472 14562 22121 556 175 50115 15839 15245 17881 12096 9006 1601
shrinkage=0.000980392


Tree=4367
num_leaves=31
num_cat=0
split_feature=1371 914 310 693 1466 770 771 145 276 278 152 1104 153 1185 1053 768 567 636 241 683 216 483 1036 429 628 80 838 358 1466 21
split_gain=10.3696 13.6946 15.0944 13.6008 18.0886 16.1283 15.6529 19.3689 16.8287 17.7761 15.5378 16.0513 23.3286 18.7323 18.1433 20.5904 17.8387 15.8023 15.3091 15.2426 15.1241 16.5685 14.8282 14.628 18.5694 14.9617 14.8544 16.3542 14.5482 16.7768
threshold=1.0000000180025095e-35 2.9182220680618722 1.0000000180025095e-35 -0.69374874240487616 0.39005462831376697 0.5809657831814955 -0.78180602523325804 2.4542323867400229 1.4014944751545653 -0.15424665511585245 -0.68270222897284649 -0.65907310757721804 -1.1532654709776577 2.9791462429306903 -0.018527668080880726 -1.1262892922326657 1.6534791294988647 2.6397664577030224 1.0000000180025095e-35 -0.76344857304914582 2.2456438047559524 1.2929116002741974 -0.97230185928071033 1.6996272843983922 -0.27688925729961666 0.36983639173319821 0.031568554665323441 -0.43226065579475376 0.48004152527733596 -0.89074317784588486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 -8 18 -5 13 14 16 15 -13 17 22 -10 -11 -7 -22 -12 -24 25 -25 27 -26 -6 -30
right_child=1 2 -4 10 28 20 8 -9 9 19 11 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=1.6820504675441504e-05 -0.016572438978958767 -0.0056329118766947663 0.039029222612887556 -0.0060220403057290872 0.028071448590497435 -0.02210048704844125 -0.0036190965449633843 0.038143965329361471 -0.039201109244300425 0.13355079807752143 0.0093622509537631595 -0.051364522367314092 0.001466905138737236 0.043538024312508555 -0.0052884481398690411 0.04433341081116246 0.018581302922999057 0.10000632849837982 0.029962217298763485 0.034399270411778593 0.0022602604824555369 0.13353862429809435 -0.011442847902336481 -0.046314605293535732 -0.0186416968130712 0.043175496141194897 -0.022776569210754112 0.093986280809561187 0.013121038461888699 -0.0086980682844849163
leaf_count=313614 3632 290 266 8915 386 2183 3918 142 126 39 705 45 17342 103 282 429 399 27 147 66 102 21 5728 86 26 34 43 57 1081 1697
internal_value=0 -0.0405048 0.380285 -0.0451665 -0.124079 -0.185742 -0.121854 -0.281487 -0.0173306 0.521881 -0.0202055 0.00934558 0.0473725 -0.0948458 0.483209 0.744417 -0.112755 -0.147383 0.110682 1.34502 -0.390951 0.623246 -0.154797 -0.198625 0.353226 -0.334117 0.946489 1.37997 0.0527167 -0.0139356
internal_count=361931 48317 556 47761 13540 10376 8070 3774 4296 378 34221 25306 18098 7208 756 474 7105 6706 273 105 2306 123 6679 5974 246 120 126 83 3164 2778
shrinkage=0.05


Tree=4368
num_leaves=31
num_cat=0
split_feature=728 1445 852 624 152 785 713 565 1177 1049 597 1253 813 620 15 434 915 352 978 1469 695 289 21 1384 21 756 1314 1183 498 11
split_gain=16.9459 19.5642 19.8681 19.6839 18.9782 17.7243 19.306 17.698 22.6859 19.1657 16.9898 16.9875 16.54 23.5146 22.7883 17.0324 23.1765 18.2996 16.1598 17.2474 23.9932 24.1432 17.8645 18.0315 17.3081 17.203 16.7916 16.5727 16.0323 15.9292
threshold=1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 0.14888729770446407 2.3822369993612553 -0.86283290253235112 1.0000000180025095e-35 1.4123788430816693 0.67272422835683587 -1.1466874127233166 3.1596628491584919 -0.66467929114103763 0.44561103650162237 0.13102810056866962 1.7252490091840407 1.6001957512855445 0.15110484813932359 -0.76342290672605018 -0.77778259502483638 -1.0234077568651669 -0.54639425627934346 -1.3328424725531649 0.43301101584543472 0.985816577565235 4.5933813388752975 1.0000000180025095e-35 2.6175170339815224 3.3349398207791214 2.1953858096103978 -0.39504126470921969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 11 6 -1 8 -5 -9 18 -4 14 -14 -2 -15 -17 -18 -7 20 21 -20 25 27 -21 28 -27 -24 -22 -25
right_child=12 -3 3 7 -6 10 -8 9 -10 -11 -12 -13 13 15 -16 16 17 -19 19 24 22 -23 23 29 -26 26 -28 -29 -30 -31
leaf_value=-0.00013002273161639969 -7.1346027720152228e-05 -6.3985503407859823e-05 -0.00015699663269441011 0.00012773844589425982 0.00041419498566463362 -5.8991223305681073e-05 9.5938965194097974e-05 -0.00069822080626876924 -0.00010366201025797707 0.0003947939187751644 0.00022583432347318775 2.4286810034798079e-05 5.4264277607106127e-05 -0.0001129862746450761 0.00011485840286760495 3.8682999264769461e-05 -0.00051240986026605015 0.0016618934092792748 -0.0002891000002023661 -1.6340779136340839e-05 -6.3203111751780801e-05 0.00020456117053320653 -0.00012657363381622858 0.00081744992941463828 0.00084495118695601906 0.00013767987002593702 -0.0009487852219222274 0.0012467203159622806 0.00072162188005290727 2.9943306741443207e-05
leaf_count=2349 77391 32930 3484 10160 435 37274 13864 89 2441 1244 1187 10421 18447 8571 4153 396 35 97 597 114146 4380 5200 5565 165 85 6286 62 33 103 341
internal_value=0 -0.00385623 0.00281516 0.0564532 -0.00231456 -0.00578405 0.0666007 0.112731 0.087396 0.342504 -0.01238 -0.0176599 -0.0410005 0.00720047 -0.0617531 -0.0909351 0.336788 1.22163 -0.0144372 -0.00396376 0.0491678 0.167662 0.00865007 -0.0843253 -0.0157893 0.0602452 0.129749 -0.119331 -0.0431008 0.303246
internal_count=361931 252841 219911 28274 14340 191637 16213 13934 12601 1333 175424 13905 109090 27546 81544 9099 528 132 174237 136963 22732 5797 16935 6104 114231 10831 6348 5598 4483 506
shrinkage=0.000980392


Tree=4369
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 901 1143 858 219 597 838 1462 506 253 1323 1455 1262 1462 1462 194 844 1120 912 609 0 1465 1217 1257 703 1042 493 908
split_gain=10.3796 24.252 18.9461 15.1635 16.2891 14.9143 14.861 15.729 15.5331 16.6508 18.6217 17.1869 19.6002 17.3313 20.1813 16.6077 20.3912 15.5256 15.2576 14.959 14.6782 21.1967 17.847 16.4809 20.3905 15.1168 18.8238 17.3657 21.6797 18.2956
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 -1.0110932026526658 0.2783345628009134 1.0825608069246189 -0.84400054747868014 3.1596628491584919 -0.78378992664579661 3.3367851083615556 -0.86624783496930458 1.0000000180025095e-35 -1.1259431641212292 0.59295168827627476 0.093367221337650755 3.1343109856347424 3.0530110531883921 6.2475672745453963 -0.34067211739917641 -0.60341021670836981 1.5488002574890178 2.9086430321303127 -0.99304978770140073 0.34472269851327814 1.0000000180025095e-35 1.1861977984054275 1.6696561094955316 0.89338016980677748 -0.49588058734145307 1.7553136344951565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -3 8 -8 15 -11 13 -13 -12 -15 16 17 20 -14 -17 22 -22 23 -10 -25 -24 27 29 -29 -27
right_child=-2 6 5 4 -6 -7 7 -9 9 10 11 12 18 14 -16 19 -18 -19 -20 -21 21 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=0.021612293554670241 0.00032641602163292294 -0.0034485283085396862 -0.0043039245137522341 0.0068100903021970889 -0.010479101853323033 0.0020705959639965394 0.0037655969293224054 0.018250591727888826 -0.01230096973366001 0.068846002280307267 0.02778589089012062 0.086247339966206316 0.0063043791302856674 -0.029365194709161165 0.027239525583443693 0.029566042867019856 0.059248989298482872 -0.068903078642368415 -0.056254847012357834 -0.057395575393307141 0.0071040999181306574 -0.022658103285020569 -0.0012758411770743871 0.018661829035698494 -0.012046822682329672 0.0068539236632829239 -0.023309141937654917 -0.033001214208043514 0.0053078512329453632 0.038828830309198342
leaf_count=499 197825 16221 65206 2052 938 5993 15724 546 3860 54 491 24 87 162 118 29 59 37 131 117 4530 313 39596 594 582 4780 294 332 522 215
internal_value=0 -0.0194174 -0.0586918 0.0922515 0.0340746 -0.0714791 0.00421715 0.0166658 0.0134267 -0.00474616 0.257238 0.187125 -0.374403 0.324237 -0.0930618 -0.0106991 -0.00859649 -0.0102376 -0.587512 -0.767325 -0.00914575 0.104814 -0.0215451 -0.161885 0.0751976 -0.00797085 0.0928871 0.119486 -0.192783 0.165508
internal_count=361931 164106 74688 3489 2990 71199 89418 73197 72651 56927 1067 1013 242 771 280 55860 55714 55655 218 146 55618 4843 50775 5036 1176 45739 6143 5849 854 4995
shrinkage=0.05


Tree=4370
num_leaves=31
num_cat=0
split_feature=43 579 706 363 636 187 350 911 631 828 224 560 296 86 994 487 1189 622 1385 983 147 841 155 1 487 788 500 1385 976 1112
split_gain=10.3265 13.2611 20.9409 19.1394 17.7162 17.0632 17.05 16.0863 16.0593 16.0214 21.1986 15.354 19.0729 18.7262 19.0354 16.8115 19.9149 16.1165 16.7674 15.6267 15.6789 16.8209 15.037 18.2041 15.2121 15.0171 16.2621 14.9013 21.0573 18.881
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.065361709697904072 1.0053983916725071 2.3420117687117474 1.1282120477717485 -1.8862249697260995 -0.83275328044011554 -0.80648964754660513 -1.1767810429301091 1.9136488186323659 1.4278647164821805 -1.0501682808358028 3.0223664916153892 0.35193245497014236 2.8519238077494298 0.40315705713385847 -0.41859468117919324 -0.36333192337743081 0.48496075012042095 2.0284753694093141 1.4606096942095685 -1.275738280153657 -0.58350724272372934 3.4569528165170786 1.2661110625217866 -1.0898311885562346 0.69405586870514191 0.41984674098410329 -1.7960662791373632
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 9 6 -1 -6 -9 10 22 12 19 -14 -15 17 -17 -13 -19 20 21 -7 23 -4 -24 -5 -27 28 29 -11
right_child=-2 2 3 25 7 11 -8 8 -10 27 -12 15 13 14 -16 16 -18 18 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.024270895584954849 -0.0015977181128468054 0.0026029185920255918 0.046429625914903322 -0.0050147559085822226 0.051637538423278409 0.024401897100594171 -1.6429372268258085e-05 -0.024651986637790401 0.023338653142470665 0.035790162000541144 0.025563180823496887 -0.0031072383593764492 -0.0037247698813651937 0.0094038389053769638 0.10634784192458716 0.080646769205687197 -0.068141032456323816 -0.03638203237283176 -0.01084598688692249 -0.0097630291983163663 -0.032655744188786515 -0.044923567750083188 -0.018248691564003522 -0.021608092582143103 0.071182364793067096 0.025800893430495242 -0.029130593704955823 -0.0044001247313022063 0.0066843299456059964 -0.00081502278978610478
leaf_count=482 74777 53070 111 3847 138 1031 163605 130 265 213 253 1160 21924 103 37 48 22 732 858 508 96 66 2182 139 33 100 986 7348 8011 19656
internal_value=0 0.00187342 0.0234665 -0.0161437 1.98841e-05 -0.00974754 -0.00149471 0.397026 0.168298 -0.0063461 -0.197513 -0.0699262 -0.0476168 -0.0683566 0.835527 -0.236026 0.910286 -0.265918 -0.431326 0.204142 0.344872 0.421293 -0.27007 0.311997 -0.339157 -0.168901 -0.464009 0.00580142 0.0302898 -0.00930032
internal_count=361931 287154 96482 43412 38479 190672 164087 533 395 37946 2718 26585 23765 22064 140 2820 70 2750 1590 1701 1193 1097 2465 250 2215 4933 1086 35228 27880 19869
shrinkage=0.05


Tree=4371
num_leaves=31
num_cat=0
split_feature=785 519 728 660 852 21 507 126 1223 1243 906 872 653 680 894 1422 588 575 1443 590 689 1122 361 1124 489 1160 567 636 430 726
split_gain=19.493 15.6915 21.9286 22.2707 26.0017 24.0944 22.0141 19.5795 23.3881 22.6424 21.6709 21.1523 21.3787 19.8827 19.993 19.9687 19.4822 19.3851 19.0647 18.8999 19.8656 18.6746 18.4147 20.0102 21.0346 21.6653 18.4045 23.6505 18.2957 20.6742
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.65809631222906606 0.70880289725806289 1.0000000180025095e-35 0.22991414747585318 1.8332716930034685 3.0757328524286596 1.4216543509230546 0.77071421383085248 0.96742979996179246 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.593744732512876 0.58895901036483078 0.86385367930994306 1.6249123123827147 -1.0288879656311021 -0.4355962831655476 2.9919667345992629 0.68536004617275303 1.6865844733297715 1.9639105763418747 -1.2369097968503453 -2.5456679507321813
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 22 -5 -2 9 -9 10 11 12 -7 14 -14 -15 17 -3 -6 20 28 -16 -4 24 -24 -26 -10 -28 -8 -30
right_child=1 16 3 5 18 7 19 8 26 -11 -12 -13 13 15 21 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-6.6856201199735481e-06 -5.3726702735017442e-05 -0.00012567595602040391 -0.00021416920682817381 0.00012411374047968497 4.4758512550624692e-05 -0.00010291588312664373 -0.00017410810711909514 -0.00011305184579461124 -2.9021514418323614e-05 -0.00016260990039598458 -0.00023050970564195426 0.00023885457219259093 9.0211356920200732e-05 -8.1835944734415134e-05 -0.00011016002117842047 -0.00061792244571381148 0.00011221588672117942 1.7812095382871928e-05 -0.00015529665533960411 -0.00017881961637237844 -0.00014311070266342937 -0.0011577745212679451 -9.5252250726577526e-06 -0.00010551958645473368 0.00095107824296629504 -0.00049811095346777507 0.00022539444405212438 -0.00045206073022358408 -0.00064709515069788504 0.0001823590533289497
leaf_count=29559 48652 7439 5477 3398 17377 81929 912 19755 15419 42931 7392 893 8819 1879 2252 671 4398 9681 3164 1387 1527 143 14567 22854 185 62 2242 262 146 6559
internal_value=0 -0.0672567 -0.0720239 -0.0823632 -0.0452141 -0.0962931 -0.033082 -0.0997468 -0.0536151 -0.113517 -0.0952939 -0.0864916 -0.0903597 -0.0010132 0.0394133 -0.214699 -0.0115865 -0.0447279 0.0193287 0.0556222 0.0909531 -0.156964 -0.079539 -0.0622375 0.00246306 0.61728 -0.000113884 0.164359 0.133798 0.169251
internal_count=361931 332372 310854 251671 63686 187985 59183 184587 37678 146909 103978 96586 95693 13764 11214 2550 21518 17120 20541 10531 9144 2395 43145 37668 14814 247 17923 2504 7617 6705
shrinkage=0.000980392


Tree=4372
num_leaves=31
num_cat=0
split_feature=785 519 728 507 660 852 21 195 872 416 1223 588 575 689 590 120 1443 1113 1110 902 981 1185 1174 626 490 487 1004 209 876 1112
split_gain=17.7549 15.2547 20.9974 22.3584 21.338 26.2502 25.1885 20.2284 24.0594 21.5092 19.5946 19.3008 19.4416 19.2068 20.2103 20.0214 19.1968 18.6387 25.2455 21.6181 22.3492 22.0971 20.1138 19.4555 18.6323 21.6574 24.6895 18.4598 19.4114 18.3989
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 0.65809631222906606 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.69976010066948824 3.0757328524286596 1.8189509286970231 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.593744732512876 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.58033782246054733 -0.60749452268532422 1.8288977689654324 0.055091597408409507 2.17808977339492 1.2739501719214241 1.0000000180025095e-35 1.239539550692897
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 17 -6 8 -8 10 29 12 -3 14 -5 -16 24 18 -4 23 21 22 -21 -20 25 -7 -27 28 -12 -9
right_child=1 11 4 13 6 16 7 9 -10 -11 27 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.043303818685528e-05 -4.717567219108345e-06 -7.6957885322515482e-05 6.7212390844667767e-05 0.00017880078709340606 0.00018051206878980108 5.122825803465282e-05 -6.5291426350316077e-05 -6.2770606075797714e-05 0.00024594877004809745 -0.00024977403799316848 0.00011727898401926482 0.00016051160786128082 6.7089043202567047e-05 -0.00013088973839828525 4.376378028933972e-05 -0.00058813740320600631 -0.00010764294493664823 -0.00011054820215301781 -0.00030664554804022516 0.0017008987329184086 0.0012898775057466148 -0.00020285495787859733 0.00025883167618092679 -5.2637998876682571e-05 -0.00027537659509584134 0.00024962443340428316 -0.00036983550058236131 -0.00015872972481020643 -6.5102884050077759e-05 0.00029166652148271031
leaf_count=29559 48652 7439 14507 7821 3398 10572 143976 19156 1149 1722 12449 4398 9681 1511 849 350 3164 12546 2268 64 82 358 174 13146 789 5650 366 1711 3651 773
internal_value=0 -0.016297 -0.0210648 0.0172763 -0.0312824 0.00530104 -0.0450647 -0.04864 -0.0632577 -0.00291983 0.00872727 0.0386303 0.00546597 0.107029 0.142878 -0.121075 0.0703793 -0.0295298 0.000157802 -0.0662247 0.331265 0.157291 0.704393 -0.0854995 0.0967694 0.11078 0.219758 0.0582323 0.0806852 -0.0477478
internal_count=361931 332372 310854 59183 251671 63686 187985 184587 145125 39462 37740 21518 17120 10531 9020 1199 20541 43145 30599 16092 678 596 238 15414 17377 16588 6016 17811 16100 19929
shrinkage=0.000980392


Tree=4373
num_leaves=31
num_cat=0
split_feature=785 519 728 507 678 1148 932 634 561 1449 1468 496 1467 209 1469 1464 1468 1458 1449 1453 1458 1450 47 695 659 981 1218 588 575 1328
split_gain=18.2609 14.9214 19.7466 22.5496 21.8748 25.7864 32.4655 22.4693 23.2758 21.0271 27.5984 25.3911 19.4461 21.716 21.4292 35.3535 25.68 27.8512 22.4332 22.3103 23.4556 24.0704 21.4777 19.7695 19.7203 19.702 19.1814 19.1045 19.5814 18.882
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 0.65809631222906606 0.34708990927187483 1.9644670326249816 1.0405860362224371 -1.328187176110053 -1.097318156174292 0.6853839265082079 2.213655904251008 -1.5425561966277996 0.23932947083138087 1.3008348672688597 1.2819698793347565 -0.40927058611327966 0.056726595000534973 -0.54909029163641709 -0.43673904769945043 0.028812427815994305 -0.40093626605592042 -0.64727729002047718 1.3600231693380471 1.1188880622937893 0.62821384419828064 -0.47408804089335216 3.9048232315577729 0.71188872395471614 1.0000000180025095e-35 0.59766152113551951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 26 -7 8 -6 12 11 -11 13 23 16 -16 17 -14 24 20 -17 -22 29 -9 -19 -20 -4 28 -3 -18
right_child=1 27 4 -5 7 6 -8 9 -10 10 -12 -13 14 -15 15 19 22 18 25 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.0860143245768557e-05 -6.2677223883995129e-06 -7.8044053605813717e-05 -5.7366353841106561e-05 0.00010383168548496918 0.0002021203557748184 1.6349038989528656e-05 0.000424491822485464 2.1182180747159631e-06 -0.00032889842414889303 -0.00068558463873732956 -0.00033541930690735499 0.00012148195588687676 -0.00019544731149352806 -0.00018155612135837014 -0.00022536556640572315 0.00087758968300055403 0.00021488727947266718 5.9411786786657492e-06 -0.00013597158208617118 -6.0157616726500198e-05 0.0012181968917023573 -0.00028226862904893785 0.00067166664221952465 -0.00012066674829678935 -0.0003814858586790977 0.00021194323491422726 0.00028903457839049557 0.00015891773794064003 6.6510640961441378e-05 -0.0001976021697121343
leaf_count=29559 48652 7439 160835 10531 664 6154 1094 37190 3101 287 730 11431 3598 4529 542 576 2477 2392 1076 302 57 200 352 8104 933 3628 676 4398 9681 743
internal_value=0 -0.0166761 -0.0213904 0.0157844 -0.0312979 -0.0489775 0.0840158 -0.00206952 -0.218094 0.00444968 0.0864354 0.111179 -0.0121104 -0.0349821 0.0538755 0.295386 0.0271218 -0.0252849 0.0454136 0.49888 0.665924 0.108703 0.191238 -0.0198724 -0.0973821 0.143025 -0.0563283 0.0376453 0.00465303 0.131059
internal_count=361931 332372 310854 59183 251671 168759 7248 82912 3765 79147 12448 11718 66699 49823 16876 1677 15199 11627 8029 1135 833 257 3572 45294 3325 4704 161511 21518 17120 3220
shrinkage=0.000980392


Tree=4374
num_leaves=31
num_cat=0
split_feature=890 407 43 1235 21 565 548 672 706 277 775 705 1050 220 1470 1470 1457 352 528 637 349 565 969 493 705 341 354 422 496 76
split_gain=18.577 25.321 21.2546 20.5664 22.2784 25.3954 25.3054 24.9407 30.2619 23.7433 21.5885 20.5268 19.8262 20.2312 19.0889 21.6532 33.5778 27.4961 22.6681 24.0343 21.8836 20.221 18.9418 22.0661 20.2797 19.0764 19.5652 19.1821 18.9399 19.5723
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 -1.24934742919911 -0.32341995197817647 -0.48628576117259498 1.0510833983642893 -0.65546635319905777 2.0258146145105322 2.5833172578372339 1.3425416022759293 1.3183739815888758 2.0594537109710127 0.14611072626698507 -1.1298860701531226 0.61257734706231515 0.041329821661130785 0.24048408269465027 0.46114165859435363 1.1493617428488021 -0.66971392766994198 0.91746626851302227 0.95098783685555177 -1.3961038210069106 -1.1143006837761602 -0.6888464262984979 -0.40134533051207122 1.7356518203801776 -0.68933793006444932 2.3795227356203514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 22 5 -5 9 10 11 -7 14 -9 -8 -14 -6 18 20 -18 19 21 -17 -16 23 -3 -24 -26 27 -27 -22 -30
right_child=1 2 -4 4 7 6 12 8 -10 -11 -12 -13 13 -15 15 16 17 -19 -20 -21 28 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=-4.6819153117009144e-05 -6.9883431361694202e-05 0.00032215772174941327 -0.00012570886518532587 -2.9054939610189696e-05 -0.00014340985238819217 9.9325509876175191e-05 -9.017376085944399e-05 3.1968499041758803e-06 0.00034628681957755606 -0.00041096629556059138 -0.00015875081013460936 0.00011843428451236974 -4.0029821657771341e-05 0.0013502961077097285 4.3594480538701831e-05 0.00010126836092269781 -0.00047738461539501161 0.00010367718295277183 0.00011063200117673797 -0.00019088376034663828 -0.00037773628652281794 -0.00014632144172222193 0.00044206675997530157 -0.00012648963420937398 0.00019673935533721874 -1.0984638506005284e-05 -0.00039593420167484584 0.0012662093962412726 -7.1740196828564001e-05 0.001151505912187769
leaf_count=96477 36838 673 8848 16679 5300 35396 6303 74430 1405 515 6667 7850 115 76 15719 3613 1625 494 8619 3352 1125 3185 615 16450 1322 806 1077 50 6252 55
internal_value=0 -0.00665113 0.00112594 0.00478026 0.0109728 0.0472125 0.0748661 -0.0042312 0.0203448 0.095299 -0.0398602 0.0149514 -0.0660643 0.621505 -0.0246492 -0.00946909 -0.0852177 -0.342857 0.0216306 -0.0165071 -0.0365029 0.0128457 -0.071166 -0.109788 0.0775916 -0.00234858 -0.170229 0.103129 -0.106078 -0.0609241
internal_count=361931 265454 228616 219768 198775 59084 42405 139691 83685 35911 56006 82280 6494 191 49339 44039 13164 2119 30875 22256 11045 18904 20993 17123 3870 3255 1933 856 7432 6307
shrinkage=0.000980392


Tree=4375
num_leaves=31
num_cat=0
split_feature=785 728 728 852 1080 692 647 590 913 84 560 597 1467 497 498 1104 714 588 906 689 588 421 290 1443 513 746 1241 1452 1470 759
split_gain=22.3025 17.6849 17.0573 18.9518 23.6478 23.4071 18.4332 43.2346 17.7061 19.4192 18.7207 17.5155 17.7498 17.5135 24.6634 18.9685 17.4872 32.8496 26.6515 24.0949 22.5416 22.1501 21.3462 22.7441 21.0295 25.4247 23.9613 19.0686 31.9663 20.6895
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 3.1596628491584919 3.2089320700182484 0.13067971497466105 1.69116793757109 0.63515767152532354 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 0.71188872395471614 2.6287012352426902 1.979635823759073 1.3123186738111605 1.0454229551509682 3.6288968102052546 -0.67919258870259713 0.79547082264194502 1.1605466117522381 -0.43806006575711359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 13 8 7 -4 10 -10 -6 12 16 14 -5 -16 20 18 19 -18 27 22 -21 -24 -19 -26 -27 -2 29 -29
right_child=2 -3 6 4 5 -7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 17 24 -20 21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.00011316181223648744 1.6812844109290286e-05 6.4383921398271696e-05 -4.7638124344830412e-05 -0.00029482758677722712 -0.00039358487523683905 9.3974772017069012e-05 -5.576598601255688e-05 0.00038490596770717389 0.00036528250381699353 -0.00071508669574622417 5.6888364928801392e-05 0.00022202627344934778 0.00013901246867513428 5.3224086461507601e-05 7.7021532164229452e-05 0.0014173461936015964 6.3265155666633892e-05 3.9285930307767224e-05 -9.0964448308428404e-05 -4.2690763071333977e-05 -8.4312759412383755e-05 -0.00042481916069222228 0.00017727460259807381 -0.00028449416965089554 0.00038852327799639895 -0.001550945031996466 4.0687172938736125e-05 -3.5982444567631327e-05 0.00079573774397763961 0.00022150700688356573
leaf_count=3396 36172 26163 4821 2623 676 21461 93730 1384 107 458 2130 1237 3115 1899 198 53 13647 6941 45400 74133 9073 992 3253 649 1501 55 141 2769 312 3442
internal_value=0 0.0473433 -0.017034 -0.00720052 0.0445355 0.0707505 -0.0467623 0.0788403 -0.109299 -0.501398 -0.0380381 -0.0155552 -0.0174723 -0.10344 -0.224468 0.398577 -0.020448 -0.0334957 -0.0431979 -0.0218062 0.0160054 -0.0377054 -0.0339282 0.11725 0.091556 0.301091 -0.393462 0.0388088 0.149962 0.112561
internal_count=361931 29559 332372 232437 29605 24832 99935 6205 3371 565 2806 202832 201595 4773 2874 251 198480 146712 138074 92674 51768 79027 78035 3902 8638 1697 196 42695 6523 6211
shrinkage=0.000980392


Tree=4376
num_leaves=31
num_cat=0
split_feature=785 519 728 869 660 507 545 126 734 597 1450 1020 901 698 268 785 1356 783 1106 1162 138 566 814 1373 977 657 590 579 760 1121
split_gain=29.695 19.9007 22.5974 27.4118 25.9468 23.5042 22.993 22.3157 23.3472 37.1692 22.3798 22.2466 26.8876 22.1728 21.4034 24.0027 20.9803 21.4942 20.6628 20.1577 20.1525 19.7967 19.7658 19.7119 21.4703 19.1563 19.2548 19.5708 21.3224 19.8885
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 0.65809631222906606 -1.0372938969678034 0.70880289725806289 0.85494804639094091 1.3592535390735871 -0.48019420566728716 2.1590889378513896 -0.10326561228500124 -0.32450972728885735 1.0000000180025095e-35 0.58460966528228819 1.0000000180025095e-35 -1.0732212767954836 0.18025346202045536 3.334899416639062 -0.44390300095582519 2.1059719136688364 1.0187812850078712 1.0000000180025095e-35 -0.054104840015698534 2.2603408215975165 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 0.80106270623882148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 -2 22 8 11 13 19 -6 18 23 15 -3 17 -8 -13 -9 -12 -5 -4 -10 -25 26 27 -7 29 -29
right_child=1 14 3 21 7 25 16 10 9 -11 20 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=5.0784863722080051e-05 -1.0458037335175552e-05 3.9847671454183114e-05 -5.4372037904654798e-05 -8.4685474120033306e-05 -8.316434850485737e-05 9.2961118874016242e-05 0.00019598776585672963 -5.7469340668994413e-05 -0.00034541477341354994 0.00027280272048652731 -7.0316044327911617e-05 0.0001030133100490276 -0.00018326019144192086 3.5505700827000003e-05 -5.2822046786362216e-05 0.00024535218237679097 0.00012245869217032698 -1.4393722335387323e-05 0.00056826233818622462 -0.0012341233452405887 0.00010932068996179274 9.6590354525879338e-05 -0.0004442663358483627 -0.00024744598093665287 0.00018599232566862133 -0.00029079267320296728 -0.00012009275291477606 0.0002018759118325057 0.00045766076084664933 -0.00060600611488099672
leaf_count=29559 48652 10532 7068 82198 77751 6192 2557 10318 2297 2167 4092 1514 1126 9155 7713 3273 10807 21164 594 123 12453 3066 953 1143 1125 575 1305 709 1573 177
internal_value=0 -0.0223408 -0.0277661 -0.0383199 -0.0218919 0.0118988 0.0258643 -0.039984 -0.0580631 0.0221468 0.0166904 -0.0756911 0.10418 -0.0266346 0.0401868 0.0887678 0.0474385 0.00913375 0.245329 -0.0671421 0.0673721 -0.0774552 -0.103303 -0.167802 -0.029043 0.103712 0.125092 0.161695 0.319794 0.0562121
internal_count=361931 332372 310854 251671 166407 59183 42549 123858 96872 15887 26986 80985 3234 13720 21518 13805 34528 23721 2108 10441 16545 85264 8021 4565 2268 10531 9956 8651 2459 886
shrinkage=0.000980392


Tree=4377
num_leaves=31
num_cat=0
split_feature=890 407 1235 795 705 623 243 427 21 774 426 1428 208 854 797 958 609 1329 1034 1325 1035 1452 513 593 1061 1004 1451 1451 1036 646
split_gain=21.064 27.6611 20.9267 22.7345 24.8371 22.3801 21.2625 19.1595 22.0503 18.5753 18.4018 18.0113 19.763 18.1154 50.6228 22.1929 25.3791 22.7008 19.7705 19.3161 23.1924 20.6822 18.1441 20.9044 18.9745 20.636 17.5906 17.5865 17.5006 18.5216
threshold=-1.0182342416987082 -1.2965003005540392 -1.24934742919911 -0.29258408639884992 1.2284335450172812 -0.047398826616434804 2.192032460598631 -0.49991583447284288 -1.6471741456694959 1.3233950244699619 1.4256892779710066 1.8149162610659533 2.168146901197614 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 1.0000000180025095e-35 1.5913166995842298 1.5028277523947895 1.9315634833684829 2.9711786819006263 1.0213635525437439 0.5265745529457686 -0.58017643881618097 -0.87357009987099121 0.59444477453878863 0.75140231727557782 -0.1417103590447519 -0.29188601114993928 0.52332193018248507
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 28 4 5 -4 7 -7 -9 -6 -8 12 13 14 22 16 -15 19 -18 20 21 -17 24 -24 25 -5 -2 -23 -3 -30
right_child=1 2 3 11 9 6 10 8 -10 -11 -12 -13 -14 15 -16 17 18 -19 -20 -21 -22 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.7747536484058148e-05 -9.6363746342634408e-05 -2.0585706491869815e-06 -1.604533519021561e-05 -4.8147201633922359e-05 0.00014976628991174927 -4.4587432520985646e-05 0.0002913273060104002 0.0005618179075512215 6.1446407008090473e-05 -0.0003261871437726544 -0.00030125501012853901 -0.00013031040476372841 -0.00019266812587412558 -0.00011042016402464227 0.00026307592861792695 1.3585945972285421e-05 2.5719043844570227e-06 -0.00017173957292876001 -0.00017904227623805828 0.00028227956207349384 0.00086428225571256166 0.0004083860551223887 -0.00032240214295550427 0.00029595804864972257 -0.00017383299143145097 0.00076229468948439986 5.2455666041231856e-05 6.3665037854413907e-05 -0.00019644780807440506 5.5240763222009267e-05
leaf_count=96477 31623 10612 41352 432 10408 9586 2339 423 30191 424 252 6562 3093 16641 3817 20602 45419 2405 2759 1506 135 1139 302 1047 3937 177 5215 1585 9202 2269
internal_value=0 -0.00492415 0.0032091 0.00939864 0.0347633 0.0217441 0.0565146 0.0433985 0.0695519 0.1347 0.240072 -0.0121896 -0.00553785 -0.000669898 0.0872476 -0.01061 -0.0329785 0.042664 -0.0086856 0.0615863 0.044744 0.0388674 -0.0455148 0.164205 -0.116726 0.228602 -0.0724806 0.215446 -0.0720351 -0.145306
internal_count=361931 265454 228616 206533 94975 84143 42791 40200 30614 10832 2591 111558 104996 101903 9712 92191 64819 27372 48178 24967 23461 23326 5895 1349 4546 609 36838 2724 22083 11471
shrinkage=0.000980392


Tree=4378
num_leaves=31
num_cat=0
split_feature=785 1027 845 585 1452 32 267 208 1392 1166 1039 672 840 688 1466 382 145 358 854 558 1329 82 907 702 1455 1378 836 280 261 15
split_gain=10.9977 12.0702 15.4656 14.7789 15.2904 15.1231 14.4466 13.8691 14.0963 18.3305 13.8392 13.6866 15.2794 16.6117 14.838 13.9681 15.0861 14.1933 13.6653 16.5226 16.4286 16.0001 13.8503 15.0408 13.851 13.7896 14.741 15.2091 14.2058 13.6543
threshold=-0.86283290253235112 1.0000000180025095e-35 1.5634775220986039 1.0000000180025095e-35 1.434259801303694 1.2318976742948695 3.5783526428018804 -0.70599547157459719 -1.0121985417529691 0.56789592375265596 -0.98861375927787087 -0.65546635319905777 0.54599126611289306 2.4098492061385475 0.13570282401931955 1.0000000180025095e-35 -0.38001821479278869 -0.21746956322179703 -0.37489436627466383 0.63046206937235494 0.40932941370500314 0.46079102842827357 0.60734054775592716 0.030597128567231301 0.40822562400327617 2.3632734643313946 -0.44264783869809771 -0.61836267479371487 1.3197782039773462 1.863472103136816
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 6 -1 -5 -9 29 -6 12 13 -11 18 16 -15 -17 20 22 -13 -22 23 -20 25 26 28 -28 -25 -10
right_child=-2 -3 -4 4 10 -7 -8 8 9 11 -12 14 -14 15 -16 17 -18 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0076097890309834134 -0.00049215550580907516 -0.0019349752553649798 0.013792717977708067 0.0091847886883606698 0.027486318475460708 -0.007252757794641536 -0.056230327563539587 -0.020022826736461274 0.0085685080107795394 -0.015205861160964913 -0.024025805062840366 0.0096946602100128742 -0.00038550002054288932 -0.053726958582492934 0.013181167351062699 -0.10392672103890926 -0.17039891466108137 0.0055098060604620068 0.0090077004051521605 0.0081744420700771789 -0.0065540071912637944 -0.099737762319304701 -0.052184490971493948 -0.039284925535152088 0.016889006563147495 -0.12433153843537909 0.036844279514396575 -0.033518307079695102 -0.12881155466460034 -0.025893408228181938
leaf_count=7993 332372 8294 1554 1957 72 980 53 472 2612 995 544 865 924 42 802 20 25 57 205 293 66 34 156 87 72 23 51 123 29 159
internal_value=0 0.0355715 0.063244 0.0462429 -0.00983631 0.112762 0.145129 0.010802 -0.0287499 -0.00577396 -0.354493 -0.0893967 -0.231966 -0.402975 0.00898214 -1.14634 -1.95875 -0.49834 -0.0919375 -0.267795 0.0959825 -0.743402 -0.447141 -0.293252 -0.558162 -0.759196 -0.632099 -0.233385 -1.26405 0.135241
internal_count=361931 29559 21265 19711 10685 9026 8046 10069 8112 7640 616 4869 2063 1139 2806 144 67 77 2004 1039 965 100 746 590 385 313 290 174 116 2771
shrinkage=0.05


Tree=4379
num_leaves=31
num_cat=0
split_feature=614 890 768 795 705 243 434 1077 633 590 710 854 797 791 675 996 651 927 637 921 338 419 873 1316 361 834 774 140 1391 1370
split_gain=18.2027 22.1422 23.0787 22.9946 25.0768 23.1589 21.6418 20.0905 19.2468 21.095 19.1746 20.5028 56.8447 22.5208 21.7173 19.8416 30.9214 21.1956 21.4014 20.6428 19.4552 20.8239 19.3074 20.1036 19.0086 18.9807 18.7215 18.7091 17.9717 17.8969
threshold=-0.75411934043310735 -1.3230736206490437 1.8936793896627242 -0.29258408639884992 1.2284335450172812 2.192032460598631 3.7374297967062331 1.4357019976763823 1.6254498913797 0.58895901036483078 2.4381189058503279 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 1.0000000180025095e-35 1.0565563832172893 1.1107569744011787 1.0483613175537825 0.53483815313316274 1.0000000180025095e-35 0.54319667440125596 1.4458039164852012 2.242218440812676 0.14394376995871114 -0.8471322253625484 -1.3222550961471262 1.3233950244699619 -0.053815242189371691 0.53568142030886945 0.70223084764880606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 29 4 5 8 -4 -1 -3 -10 11 12 -5 15 27 19 17 25 28 -13 -12 -22 -21 -24 -16 -17 -6 -15 -19 -2
right_child=1 3 6 10 26 -7 -8 -9 9 -11 20 13 -14 14 24 16 -18 18 -20 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.293505110998319e-05 -7.0341983024875491e-06 1.6316229301100522e-05 -0.00033566799898407211 -6.7361155764696478e-05 0.00013858935197144529 0.00014234902605370512 0.0019303377629150682 7.2657960601251625e-05 -0.00014182784096621918 0.00010501475345931674 -2.3944497811546644e-05 -5.8870272014924586e-05 0.00024296835556994996 3.3499793667928998e-05 -0.00031554898517020211 0.00056932815872630556 -0.00042629058914048809 0.00012952707730462529 -0.00025336581728909987 -4.2948876837797824e-06 0.00039825583429424532 -0.0003103767872831007 0.00034181806281008387 -3.8931250386904959e-05 2.3947741547098794e-05 -0.00014939302166258627 -0.00031913504601811533 0.00031024544652774242 0.00072934341108826112 -0.00016280152683125848
leaf_count=98407 16572 78355 2492 6711 11293 5704 23 8865 8023 2055 1792 55503 4321 2430 1006 200 1485 776 441 27550 1312 224 1440 996 6286 7543 464 2182 268 7212
internal_value=0 -0.00384841 -0.0762472 0.00243464 0.0267187 0.0143173 -0.316299 -0.0430437 0.00474343 -0.0891735 -0.0187066 -0.0235828 0.0655522 -0.0334746 0.0578931 -0.0452507 -0.133435 -0.0876902 0.138197 -0.0331155 0.14552 0.311326 0.0139123 0.191748 -0.0188181 -0.135877 0.123724 0.17636 0.295801 -0.0515134
internal_count=361931 254659 26299 228360 105894 94137 2515 107272 88433 10078 122466 119138 11032 108106 11904 96202 10713 9228 1485 85489 3328 1536 29986 2436 7292 7743 11757 4612 1044 23784
shrinkage=0.000980392


Tree=4380
num_leaves=31
num_cat=0
split_feature=890 407 971 738 1298 1223 833 54 43 1467 1425 1023 705 1442 21 1449 1458 21 1463 1462 1462 1449 1467 1437 699 1463 1470 1454 1227 974
split_gain=10.8481 18.4253 16.7082 18.7995 17.0426 19.8699 19.2236 18.5006 16.5975 16.7466 16.6593 32.6746 23.4613 23.4612 27.9199 36.8418 22.6974 36.7673 22.7774 26.4003 42.6053 25.7013 24.7924 22.4699 23.6812 20.8447 26.8444 31.8571 21.0112 20.8261
threshold=-1.0182342416987082 -1.2965003005540392 -0.33987089599926784 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.48919331326755822 2.0367191565872536 2.2744972866152193 -0.35338637096808717 1.0000000180025095e-35 2.2900273674543703 0.35900932482519943 -0.36318025971450862 0.62211875780133752 0.57283334291142962 -0.72983201679721443 0.81122649975724037 0.18276296990023388 0.72194837801756251 0.37407200465964635 0.31881434390535024 1.6505635204430271 3.5253024523165304 0.6339904733367816 -0.25589234859845938 0.40758165091932236 1.0692506903199488 1.0000000180025095e-35 -0.053058191849836019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -6 -7 10 -10 13 12 -12 29 -15 16 17 -16 22 20 21 -20 25 24 -17 -19 27 -27 -28 -3
right_child=1 8 3 -5 6 7 -8 -9 9 -11 11 -13 -14 14 15 23 -18 18 19 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0029474025257051175 -0.0027084043672005401 -0.0059289560661426287 -0.011791432965117718 -0.0044273852666228044 0.0033970682403005516 0.00073748619702026369 0.018529126455201005 0.069602569395545641 -0.011809643838880609 -1.8945248965583676e-05 0.00034065477132115573 -0.013498487638643242 0.004623116250461694 0.0019285968766367121 -0.016596810981886593 0.0095118415059121785 -0.0042027758847349118 0.004386776353392222 -0.012462913691698928 -0.036795879715212663 0.034765551227080783 0.056441109986567074 -0.073117810774495903 -0.031603527532247828 -0.0074478678653268114 0.015129591525213665 0.0025467990213256654 -0.04425874240035621 0.040144806192133904 2.1329559991810859e-05
leaf_count=57060 36838 18141 5525 10496 14623 7295 1431 47 4165 4683 32197 1572 29350 74578 1108 5681 32931 2197 1191 319 335 66 62 188 1209 610 268 150 773 16842
internal_value=0 0.00135287 -0.0302529 0.0117004 0.0449671 -0.0365976 0.094333 0.0258974 0.00800051 -0.107263 0.0112303 0.0409814 0.0489873 -0.00168126 0.012006 -0.0311366 -0.0587746 0.0565477 0.12416 -0.0795423 0.0274647 -0.169929 0.217943 0.112449 0.132589 0.236016 0.410054 0.0923967 0.637475 -0.058358
internal_count=361931 265454 96477 39417 28921 12867 16054 7342 228616 8848 219768 63119 61547 156649 121666 47088 40010 7079 5971 1911 1592 1257 4060 7078 6890 3998 1801 760 1041 34983
shrinkage=0.05


Tree=4381
num_leaves=31
num_cat=0
split_feature=785 519 728 660 852 21 507 816 665 1223 359 396 81 675 1450 1381 588 575 1113 1110 902 981 1185 1174 626 689 590 51 1457 1443
split_gain=18.4146 15.3665 21.5238 22.5247 26.6352 26.2993 21.9776 21.1145 23.9228 23.8889 22.1746 21.7636 24.2913 21.0185 19.8161 19.7063 19.3869 19.6381 19.0408 25.0452 21.8768 22.4864 22.1071 20.1017 19.5875 18.9913 19.9976 19.8734 18.9908 18.9874
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.65809631222906606 0.98567350059335823 3.0858555402564884 1.0000000180025095e-35 1.2060567505590838 -0.65020177052412809 -1.1123689687662057 1.3006397995630099 -0.28900078866492313 0.61467928808618666 0.71188872395471614 1.0000000180025095e-35 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.58033782246054733 -0.60749452268532422 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 1.3789366748870187 1.593744732512876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 18 -5 -2 8 15 10 -9 13 -13 14 -11 -7 17 -3 19 -4 24 22 23 -22 -21 26 -8 -28 -17 -6
right_child=1 16 3 5 29 7 25 9 -10 11 -12 12 -14 -15 -16 28 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.8902934204833393e-05 -6.6409180146179992e-06 -7.9747530264743702e-05 6.5259485096647835e-05 0.00018194394406207317 9.3429044880177092e-05 -5.3699819588799811e-05 0.00017538783957117993 -8.955075108521435e-05 0.00022983026331918144 -0.00020654876575270062 0.00015502911179029409 -0.00050578367595534096 0.00015964471038326772 0.00034426073922810954 5.6041150051810909e-05 -0.0001457972799375287 0.00015837789034488551 6.493796218442856e-05 -0.00011326749177636349 -0.00030860857656493667 0.00169437805179313 0.0012889381181082525 -0.00020334538846464414 0.00025733528729745078 -5.3991253833079398e-05 -0.00013230205430847991 5.5122141692488978e-05 -0.00055116143231850987 8.9546528373564993e-05 -0.00010785207143564379
leaf_count=29559 48652 7439 14507 3398 17377 120638 7821 16244 1267 2533 1791 354 7247 496 2383 29391 4398 9681 12546 2268 64 82 358 174 13146 1511 808 391 2243 3164
internal_value=0 -0.0189022 -0.0236808 -0.0340148 0.00354701 -0.0481566 0.0151034 -0.051809 -0.0650098 0.000923748 -0.0591275 0.0664295 0.140719 -0.0344319 -0.0786804 -0.0683031 0.0361988 0.00298957 -0.0315032 -0.00151458 -0.0675773 0.331518 0.156913 0.702436 -0.086973 0.104017 0.139638 -0.122719 -0.129006 0.0690667
internal_count=361931 332372 310854 251671 63686 187985 59183 184587 153539 31048 18035 13013 7601 5412 4916 152272 21518 17120 43145 30599 16092 678 596 238 15414 10531 9020 1199 31634 20541
shrinkage=0.000980392


Tree=4382
num_leaves=31
num_cat=0
split_feature=50 56 1454 426 1220 1454 1173 940 776 1379 4 1038 675 296 629 126 426 360 556 626 347 1452 552 219 1466 1469 1254 467 12 975
split_gain=10.8192 21.1815 17.5294 16.0766 21.1893 18.8326 22.4458 18.388 20.0209 17.8376 17.879 17.4811 16.9198 18.8224 15.9001 16.6713 18.4591 21.9356 17.9861 17.1226 18.976 21.6302 17.0995 16.4299 16.4223 18.5906 20.2491 19.6979 18.3218 17.1006
threshold=0.55630078546380823 1.0000000180025095e-35 -0.98478334500156417 -0.55562053062286942 1.0000000180025095e-35 1.0692506903199488 -0.9639876308303067 1.0000000180025095e-35 2.2765290603293518 0.39094954246061359 1.0000000180025095e-35 2.2655887116337667 1.3006397995630099 -0.30430570763374121 1.7152085040206202 0.70880289725806289 1.6112299958326408 1.0486422546683527 0.64086665763030715 0.34574626647344592 -0.87413492167643703 -0.53272055574872967 1.4625498649215876 -1.2045874850975056 -0.38800896209174957 0.20402880029247131 -0.45810791384307975 1.3711429871967877 1.0000000180025095e-35 1.3079254859512466
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -5 -7 -6 11 12 -11 -9 -8 -14 15 16 24 18 -18 20 23 -22 -21 -17 -4 29 -27 28 -28 -26
right_child=2 3 14 5 7 6 9 8 -10 10 -12 -13 13 -15 -16 19 17 -19 -20 22 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0020327923419502978 -0.013460709685111413 -0.0043877418006371431 0.0034073161177139012 0.0015717397986143495 0.0019669051710940063 0.0090871331325267698 -0.010253654810394905 -0.007880363370564086 0.027451368015317182 -0.0044145901063354477 0.010725604836215263 0.034770892993928174 0.016892753517964692 -0.010779956482808533 -0.0039842182495308234 -0.073165764050869775 -0.0058444002872242015 0.013961912088451099 -0.026157271518947801 0.013719963484611533 0.0091918249143866301 -0.0042549065877970447 -0.014695700187213138 0.023644993517044674 0.0025399074728200163 -0.0096892957308439675 -0.0032643681519040433 -0.017089050333271832 0.0088824893138735282 -0.0069330206370470304
leaf_count=123658 1290 23261 26249 86566 23620 1659 6188 7276 318 2444 1454 150 618 556 7303 32 2878 508 738 2945 2004 3824 255 593 20491 5245 3710 772 2494 2832
internal_value=0 -0.0133017 0.0160665 0.00330779 -0.0314215 0.0192662 -0.0586037 0.00976518 -0.108097 -0.0933722 0.0237802 -0.136889 -0.158258 0.0810658 0.0196469 0.0290912 0.0157239 -0.126983 -0.190627 0.109671 0.0458164 0.0094038 0.231435 0.40656 0.0254676 -0.00549694 -0.0784673 -0.00379231 0.0370421 0.0298791
internal_count=361931 277768 84163 154110 54625 99485 12919 31364 7744 11260 3898 7426 7362 1174 82873 75570 65917 4124 3616 9653 6453 5828 3200 625 61793 35544 12221 6976 6204 23323
shrinkage=0.05


Tree=4383
num_leaves=31
num_cat=0
split_feature=1454 21 1454 1449 1452 971 1468 363 1226 1105 1214 141 1449 1460 1454 1458 1468 21 1466 1466 1451 1458 1450 1449 1453 1453 1454 1463 1460 1466
split_gain=10.6132 19.8613 34.2924 25.454 19.2833 20.269 18.9914 18.5188 20.724 19.0443 18.9672 22.6294 18.3407 41.091 31.2678 34.8053 31.9119 46.6979 32.2511 26.8487 26.1406 30.8662 42.5238 45.6552 34.5948 55.0357 36.0774 31.0538 31.0656 29.9947
threshold=-0.2363894608792538 -1.6471741456694959 -0.051110432140844611 1.8903763851226814 1.2756511722692228 0.43967787551352105 2.8970362673674974 0.86082080199664757 1.3976603854473784 1.2307995074838205 1.0000000180025095e-35 0.12766184399196903 -0.5170166133485804 1.383176672908522 -0.90309121467478037 0.14052504452646655 0.55644284503728569 -0.32341995197817647 2.0059357122245594 0.094792720476203268 0.52786446122684672 0.24391125146464598 0.60814641987956863 -0.39088443435644399 0.12628105476165655 -0.14756540052680775 -0.80169152520006459 -0.16651745093505757 0.27817603692269882 1.2097517061456999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 6 -6 8 12 -10 11 -9 13 14 15 19 18 -18 -16 -1 21 22 29 -24 25 -23 -26 28 -27 -14
right_child=1 -3 -4 -5 5 -7 -8 10 9 -11 -12 -13 20 -15 16 -17 17 -19 -20 -21 -22 24 23 -25 26 27 -28 -29 -30 -31
leaf_value=0.017326798709482887 0.0186845140973683 0.00021497247473514455 0.00028416822067900193 0.072274916562740127 -0.0061504561733777136 -0.022989981474346444 0.03642162751365316 -0.0056479284521058059 -0.0060346885327698836 0.0080910696526811619 -0.0085507591925092826 0.0036041814888166262 0.00054546275974396558 -0.023929676583334825 -0.0012406137800727004 -0.02808905265849708 0.001778084582200202 -0.020238326212320763 0.031327255282880488 -0.0065340747362879611 0.0064908202752617956 0.0043160913086140399 -0.057646731135861273 -0.0086876494635576371 -0.041182017938388521 0.019513836001468964 -0.0017753145315663689 0.040403651819973706 -0.038167336248584073 -0.014796700309026099
leaf_count=2903 1122 166931 2665 104 3734 1363 133 9799 13721 1717 10851 7261 58870 1175 36672 446 2559 3221 385 935 10868 12022 356 4808 451 807 3047 785 197 2023
internal_value=0 0.00789607 0.182832 0.487234 -0.0179079 -0.177148 -0.080622 -0.0141468 -0.00479802 -0.0909564 -0.0771233 -0.0274376 0.00398429 -0.0341825 -0.0231187 0.173985 -0.0425734 -0.210949 -0.017036 0.238562 0.0233181 0.00844001 -0.016118 -0.233112 0.0952673 0.145376 -0.121053 0.505024 0.224649 0.00124888
internal_count=361931 170822 3891 1226 191109 5230 3867 185879 157968 15438 27911 17060 142530 48296 47121 4284 42837 5780 37057 3838 94234 83366 66057 5164 17309 13811 3498 1789 1004 60893
shrinkage=0.05


Tree=4384
num_leaves=31
num_cat=0
split_feature=267 395 737 496 683 1361 692 701 453 1006 1463 1384 1306 1205 498 290 1308 702 1109 1186 1262 1035 212 704 554 1248 1260 219 492 423
split_gain=10.4874 15.1048 13.6795 17.1238 17.2443 17.2716 19.2704 17.5462 16.4353 18.9716 20.5916 16.4018 16.2082 16.1351 15.7155 15.2599 19.0483 16.6322 17.7931 19.8408 17.3801 16.8684 18.9567 16.3948 17.8063 17.8557 16.93 15.4683 15.452 15.4226
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.28069128660516057 1.0000000180025095e-35 2.3953313718698452 -1.8610691828226635 -0.18280544839427201 2.3178925073180721 1.0000000180025095e-35 -0.17543696651184754 -0.54105933982058041 0.58313107603469527 2.6693060186768709 -1.0630032691341837 0.3751206304680072 0.2948445961749937 1.8498805643660443 0.061855328352734766 0.14508162182578443 -0.88378481354300453 -0.6121664822555416 -1.0425135298631887 1.0354008212626877 -1.0166038271996396 -0.62578629264026786 -0.043589491303698706 -0.13605922041052773 0.76394371815533157 2.3388544055228597
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 11 -8 -10 -11 -7 -6 15 -15 16 17 18 20 29 -4 -21 -23 -17 28 26 -26 -18 -25 -20
right_child=1 2 13 4 12 7 8 -9 9 10 -12 -13 -14 14 -16 23 27 -19 19 21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-2.9707513285033026e-05 -0.0051245285633441792 -0.010550961769826256 0.019805382606185595 0.033467887989377249 0.0092025270420495499 0.050169627268362355 -0.014125422661404215 0.06765240016503582 -0.012221626635150782 -0.011583632866723625 0.12628071949683406 -0.070903753892445728 -0.016354307550198281 0.024227807637043755 -0.054850807979813634 0.0052854482430062209 -0.00034047241525920953 0.036577052723354514 0.020954466209682169 -0.036294376784578995 -0.007641828736346991 -0.064886724466859155 0.014094973784549597 -0.052542190117330023 0.047471534896809393 0.019848855768130884 0.14458170025886968 -0.016193874655438634 0.046269251419033444 0.10098129837651966
leaf_count=316545 21986 3928 439 141 2604 25 2669 73 99 31 34 39 505 53 173 3637 2338 201 1016 201 2487 66 492 91 125 422 25 1424 31 31
internal_value=0 -0.0432473 -0.00346455 -0.0730303 0.00323666 -0.136989 -0.182981 0.649587 -0.233105 0.547822 1.49259 -0.296151 0.120587 0.047822 -0.662432 0.0581151 -0.00356673 0.103654 0.0688864 0.255362 -0.063286 -0.0431681 0.150324 0.171833 0.495916 0.64576 1.28987 -0.129522 -0.420676 0.47731
internal_count=361931 45386 23400 10148 6220 3111 2974 137 2833 164 65 64 3109 13252 226 13026 8695 4933 4732 1806 2926 759 558 4331 694 572 150 3762 122 1047
shrinkage=0.05


Tree=4385
num_leaves=31
num_cat=0
split_feature=785 519 728 660 852 21 507 195 872 416 1223 588 575 1443 1113 1110 902 981 1185 1174 626 590 689 1112 1113 209 876 490 487 1004
split_gain=17.9318 15.3701 21.3012 23.2722 26.3545 23.6036 21.7745 19.5111 24.8946 21.3657 19.9426 19.0526 19.5049 19.0194 18.9735 24.9314 21.3103 22.0765 22.0903 19.9131 19.5782 18.9609 19.6905 18.52 25.931 18.4343 19.4581 18.3284 21.7431 24.7516
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.65809631222906606 0.69976010066948824 3.0757328524286596 1.8189509286970231 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 1.593744732512876 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.58033782246054733 -0.60749452268532422 0.58895901036483078 0.86385367930994306 1.239539550692897 -0.66002778469810808 1.2739501719214241 1.0000000180025095e-35 1.8288977689654324 0.055091597408409507 2.17808977339492
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 14 -5 -2 8 -7 10 23 12 -3 27 15 -4 20 18 19 -18 -17 22 -8 -9 -25 26 -12 28 -6 -30
right_child=1 11 3 5 13 7 21 9 -10 -11 25 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=4.0530176808434186e-05 -4.3434112064710528e-06 -7.6823065692478102e-05 6.8313996293121849e-05 0.00017240285154319587 5.2336450857652212e-05 -6.5810132591936964e-05 0.00018057332909720178 -6.4825396443334449e-05 0.00025061632683415436 -0.00025035228711841847 0.00011612359497305737 0.00015976044587171954 6.7425798120094468e-05 -0.00010540437814389472 -0.00010998681965230026 -0.00030533418275271307 0.0016931848073566942 0.0012817066135250707 -0.00020280540103322507 0.00026014042849890467 -5.0484976317632642e-05 -0.00013067215476205834 -9.4342740210211226e-05 0.00072606328417098762 -9.7047202829893066e-05 -0.00015965912880651695 -6.6387368860337348e-05 -0.00027122654481099694 0.00025106945182828088 -0.00036909028147875429
leaf_count=29559 48652 7439 14507 3398 10572 143976 7617 19156 1149 1722 12449 4398 9681 3164 12546 2268 64 82 358 174 13146 1387 1527 343 430 1711 3651 789 5650 366
internal_value=0 -0.0164628 -0.0212466 -0.0315331 0.00667315 -0.0459165 0.0173654 -0.0493759 -0.06373 -0.00450607 0.00709417 0.0386624 0.00572628 0.0718738 -0.0282247 0.00172801 -0.0642518 0.330144 0.157235 0.703762 -0.0834035 0.105916 0.141487 -0.0498086 0.296287 0.0570345 0.0794652 0.0981301 0.112014 0.221194
internal_count=361931 332372 310854 251671 63686 187985 59183 184587 145125 39462 37740 21518 17120 20541 43145 30599 16092 678 596 238 15414 10531 9144 19929 773 17811 16100 17377 16588 6016
shrinkage=0.000980392


Tree=4386
num_leaves=31
num_cat=0
split_feature=184 685 772 140 1094 320 351 1249 1026 1114 207 76 710 489 79 970 561 974 1457 231 492 420 974 17 235 425 633 1457 1189 557
split_gain=10.5328 13.2629 15.3966 20.0844 18.9192 19.352 18.1062 17.3103 16.6104 19.3511 16.7499 17.376 25.9144 15.5554 15.5335 21.5516 15.3687 17.5803 17.5949 16.4767 18.4928 16.3465 17.7649 16.1047 15.5706 15.3569 17.8046 16.7358 15.2277 15.6392
threshold=1.384368771371848 0.58104764358843186 0.91280750307622049 1.2105731329078739 2.9878277854369757 1.0000000180025095e-35 -0.87528616002929172 1.4573125284676995 1.0000000180025095e-35 -0.87511668710821222 2.1525552057758008 1.8072188596512186 0.4942948747401511 2.5097233704611908 -0.25279525218433435 -0.29632487423572434 -0.028241723382583701 -0.35669027993817509 -0.072181143369959858 2.1922670578237957 -0.72388698650326277 0.99942611438388396 -1.1244457026758323 1.6527020167408808 1.4242683125828084 -0.72028440289776008 -0.28492769831480119 0.57275488436352984 -1.2442102810222131 -0.69338216260320362
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 13 5 6 -2 28 14 -10 11 25 -13 -4 15 -8 21 -18 -19 -20 -21 22 -7 24 -24 -11 -27 -28 -5 -30
right_child=1 -3 3 7 -6 16 8 -9 9 10 -12 12 -14 -15 -16 -17 17 18 19 20 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-5.4918402644678204e-05 -0.016371460915463605 -0.008033273842419161 -0.012879226298702688 0.10744516893865541 0.047008920961391365 -0.0096243236307632582 0.013162467559785238 -0.053821289198747936 -0.023465305559639014 -0.021022048568763146 0.12479181128222171 0.03241451713503276 0.24815817098481596 0.041338594297098588 -0.0096933710777383775 -0.0079244961351273326 -0.013030095199114878 -0.0050528948215233056 0.0087441117895055934 -0.05262161746700849 0.066560349382739137 -0.0080032792243028682 0.011858685739915125 0.041264945519234514 -0.027055715509635078 0.048814123131242497 -0.018793272495979271 0.054496995613710159 -0.031728734944739802 0.030512132804104621
leaf_count=327143 2922 6956 3745 35 235 857 1381 66 239 343 34 62 20 96 4300 1672 2138 1792 1163 29 119 986 4104 278 167 327 288 68 98 268
internal_value=0 -0.049902 -0.0248556 -0.167041 0.00291658 -0.00327166 -0.0894372 0.322186 -0.0367718 0.286894 0.469922 0.396475 1.97818 -0.231475 -0.080159 0.0508161 0.066035 -0.0452201 0.0659667 0.283542 1.0047 0.142951 0.193755 0.244332 0.209858 0.295347 0.505475 0.0263607 0.489104 0.350607
internal_count=361931 34788 27832 4308 23524 23289 11656 467 8734 1381 1142 1108 82 3841 7353 3053 11633 5241 3103 1311 148 6392 5406 4549 4271 1026 683 356 401 366
shrinkage=0.05


Tree=4387
num_leaves=31
num_cat=0
split_feature=785 710 207 915 585 403 927 639 203 497 1184 1116 1037 305 1324 154 217 705 555 551 831 152 425 1462 917 1327 970 273 416 1097
split_gain=10.3598 11.7174 11.9224 13.8941 11.7515 13.4931 16.043 13.4297 13.4278 12.9873 14.8451 14.8615 26.2501 14.7768 17.4502 15.3884 12.8992 12.7824 12.2878 15.3677 18.646 13.1271 12.3678 12.174 18.2782 16.0222 13.2532 16.0928 13.4829 19.272
threshold=-0.86283290253235112 0.37152704119635049 2.0913338533594108 -0.48069637070903964 1.0000000180025095e-35 -0.55176351922429323 1.0483613175537825 -0.034475500127079027 1.6436232400911501 -0.62821661915303018 0.50050619178033251 1.0482136597462133 1.2011613110654416 1.0000000180025095e-35 0.79319594867253251 2.3751959985942515 1.389200064202768 0.53889019796838877 0.68743867140526105 0.1063211910949744 -0.49783579999919486 1.4181669930700569 0.098607087474224184 -0.13491350438746902 2.0479867092435478 -0.72719898038622299 -0.06531850824906725 0.96327550049857169 -0.061458914271422457 0.56536575231373476
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 23 8 -8 9 -7 13 -12 17 16 15 18 -11 -13 21 20 -20 -15 -23 25 -25 -6 27 28 -27 -30
right_child=-2 2 3 -5 5 6 7 -9 -10 10 11 12 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0052642561148559999 -0.00042919046424998164 -0.0026195521919704376 0.01676485668071408 -0.063377165629246598 0.018985503477602601 -0.010274532902458881 0.018995757413942601 -0.0095207500641005492 -0.018976757256434537 -0.011112014189509176 0.014317242095060962 -0.022878254375583912 -0.1083046870526303 0.024239257552727475 -0.017537309200999905 -0.053164564314310839 0.017643593835038648 0.027527424841827026 -0.057502143349966055 -0.030143877628957982 0.035558874183413601 0.0068323417869179479 -0.096815995187655005 0.01667625610804296 -0.053156067016588419 0.021543643806583863 -0.014905054820633677 -0.019670038767886561 0.02665044535146921 -0.021740841365951176
leaf_count=11673 332372 4564 43 121 500 1763 777 286 701 2172 1275 139 31 774 318 48 189 126 33 150 127 45 21 1436 68 597 784 304 170 324
internal_value=0 0.0355204 -0.0729024 -0.755145 0.0539447 0.00829126 -0.0383693 0.223658 -0.0713195 -0.0449251 0.00827506 0.187738 -0.271218 -0.0641584 0.103403 0.223638 -0.172547 -0.0326829 0.27096 -0.0952898 0.359439 0.408621 -0.564362 0.117256 0.285111 0.0261062 -0.0617631 0.0740081 0.205256 -0.0865194
internal_count=361931 29559 4728 164 24831 13158 8975 1063 7912 7211 5448 1571 296 3877 1516 1198 2361 265 1150 310 160 840 66 4183 1504 2679 2179 1395 1091 494
shrinkage=0.05


Tree=4388
num_leaves=31
num_cat=0
split_feature=785 120 404 608 45 1181 980 1466 1466 1463 21 21 496 613 1469 488 1456 1047 747 671 773 1122 898 1092 287 1030 941 212 986 87
split_gain=16.9498 14.9004 20.7234 21.4905 19.0284 17.3667 17.6556 17.3098 23.0773 31.0045 34.616 19.3698 19.2041 19.9858 22.8791 22.9599 20.6048 20.9767 18.8186 20.4003 21.357 20.3362 19.9256 22.0235 22.7237 21.879 20.5782 19.5394 18.5166 18.3084
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76881834321921005 1.6529830500154947 1.0000000180025095e-35 1.2997001116531657 -1.2837981576665836 0.37829601484295772 0.33394102906587103 0.26178017910560175 0.81122649975724037 -3.2545899522946695 -0.52318489920737588 1.3156155531097407 -1.0706168552173836 2.0392715530565324 0.32895061178289459 -0.57433952822200296 -0.93005070605929763 2.6425086185778714 -0.62274645879491886 -0.64284551309282778 0.011730715345155454 1.6584701688122452 0.65418744968848297 2.7042904249467168 1.9607587081991176 -0.56769861752845718 4.2474029708048535 0.092555657446741449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 5 -4 -5 -3 -7 8 11 -10 -11 -2 -13 18 16 -16 -15 -18 21 22 27 -14 23 25 -25 26 -20 -21 -24 -26
right_child=1 2 3 4 -6 6 -8 -9 9 10 -12 12 13 14 15 -17 17 -19 19 20 -22 -23 28 24 29 -27 -28 -29 -30 -31
leaf_value=3.7267862444025329e-05 0.0006738416882794367 -3.7067410707960408e-05 -0.00012895438938326836 0.00043713832990005367 -0.00047697720948202153 -0.00033996839618970464 8.0641872448007721e-05 3.1211641644608082e-05 -0.0004307263471198887 0.00029001816424327383 -0.00078368252373452792 -5.8426786417821162e-05 6.2971936261694547e-05 0.0001884053535094403 2.4590246866417435e-05 0.00057453486856691839 -1.1603151003171881e-05 0.001097340742005479 4.12029187635708e-05 -0.00050448693403220516 -0.0002666797000589755 -0.00016015429730939295 -4.4504095091754064e-05 -0.0001813573958545512 5.9475615522518719e-06 -0.00023077436103954632 0.00022542652230903655 0.00069778332374465044 0.0013150311840500874 0.00058067237201858712
leaf_count=29559 211 93941 22787 580 146 683 10105 45915 1774 707 208 44692 3210 1050 9159 403 109 218 44199 89 2052 9295 30192 3953 1255 2095 2817 177 52 298
internal_value=0 -0.018179 -0.039952 -0.113899 0.267301 -0.0262353 0.0608331 -0.00645645 -0.0183686 -0.236492 0.0839054 -0.0147133 -0.0156825 -0.000298808 0.0940271 0.0498342 0.349094 0.787174 -0.0103632 0.00041061 -0.195957 -0.102185 0.00651266 0.0309133 -0.098092 0.0463534 0.0542174 0.351308 -0.0429422 0.123178
internal_count=361931 332372 128242 23513 726 104729 10788 204130 158215 2689 915 155526 155315 110623 10939 9562 1377 327 99684 87179 2318 12505 84861 54617 5506 49111 47016 266 30244 1553
shrinkage=0.000980392


Tree=4389
num_leaves=31
num_cat=0
split_feature=954 659 450 728 905 830 150 551 484 705 635 215 968 979 992 921 1307 785 569 288 567 21 1296 488 1326 429 258 1044 562 556
split_gain=10.1963 11.5147 24.1198 20.7331 18.1657 16.277 16.1768 14.8272 15.3787 14.4469 23.5152 22.9556 19.3324 21.5839 19.1458 22.8044 20.8309 20.513 18.1131 17.5418 17.1192 16.9349 17.2578 18.1184 21.9986 21.3861 18.3444 19.0642 17.8179 17.4462
threshold=6.099786963134739 0.62821384419828064 2.2203088264540187 1.0000000180025095e-35 -0.26991093008970174 0.92663673283469106 -0.38284049722090252 -0.45208229226049823 0.057559103375564698 0.87723755459486374 -0.99171253290310457 1.5781125569145622 1.0886603080877111 0.30974169628528486 0.6146227839635201 1.0000000180025095e-35 1.3390041783085433 2.9970139449733542 0.75892278823803261 -0.62323441550194936 -0.053810745209331094 -0.70163543588998201 -0.43652631067203845 2.0392715530565324 -0.87255629019244274 -1.8658091790163149 1.1203171907964993 0.39633033140480972 -0.36304701822900304 -0.81624716171937572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 -4 -5 -6 -8 -9 21 11 -11 14 -14 17 18 -17 -12 -16 -15 -20 -1 23 -23 -25 -26 27 28 -27 -24
right_child=-2 2 3 5 6 -7 7 8 -10 10 12 -13 13 19 15 16 -18 -19 20 -21 -22 22 29 24 25 26 -28 -29 -30 -31
leaf_value=0.0012433522014467656 0.021257680851133633 -0.0025169466077936439 0.013415901606321981 0.01457522624257257 -0.020652673967385345 0.054196268514490734 -0.015629583033442949 0.021817928090338168 -0.014026260925394269 -0.0064273275803840863 -0.00014299860703613647 0.012977046096572126 0.0031085819376567873 -0.00056668043346102973 0.0043952584219394504 0.016567288853693515 -0.0051300216303666914 0.015603582929136784 -0.023528399940989975 0.020970685942368502 0.0078468147841921979 -0.0029538295232390899 0.0031422520567344031 -0.014569140903033826 0.060622117826300642 -0.0073923179244541519 -0.02765653505362179 0.028495578759279196 0.01549310198305719 -0.00078120359352622975
leaf_count=72267 202 53079 954 796 557 130 318 427 196 9107 32616 912 4178 647 4921 2956 788 1053 842 1873 354 67069 18250 732 87 838 259 638 988 83897
internal_value=0 -0.00482819 -0.036231 0.137036 0.0364977 0.414615 -0.107181 0.0498914 0.23376 0.000930017 0.0323189 -0.0841962 0.0498333 0.158958 0.0321481 0.120964 0.254793 0.0071411 0.0309908 0.318585 -0.250025 -0.00762308 -0.0199487 -0.0498878 0.11684 0.204076 0.162406 0.214859 0.096951 -0.00114673
internal_count=361931 361729 56457 3378 2452 926 1498 941 623 305272 60247 10019 50228 6698 43530 9861 3744 33669 6117 2520 1196 245025 172758 70611 3542 2810 2723 2464 1826 102147
shrinkage=0.05


Tree=4390
num_leaves=31
num_cat=0
split_feature=1357 954 1041 1046 1425 614 487 146 618 909 558 341 829 917 974 779 219 697 1386 760 1311 290 1319 608 3 566 15 1232 858 218
split_gain=10.2425 13.8532 14.6623 15.0846 13.8739 20.6131 18.8133 17.1342 17.0617 16.8702 15.8973 16.0982 15.7425 16.7004 15.7233 15.6433 16.5642 15.2067 14.9324 14.9193 14.7994 14.5919 14.4099 14.1419 16.2538 16.0593 17.2489 15.7731 14.6068 17.5567
threshold=1.3962008022525787 2.2664990475867119 -0.80098151910196935 0.98219708129653649 1.0000000180025095e-35 0.17121893931626669 -0.33304021953687485 -0.9607631566683702 -0.73795231540088524 -1.1030229802657849 -0.46937448653836539 0.18332355186639873 -0.68072734865544704 1.9724949828737064 -0.42609190007265263 0.99851825022466245 1.1078003075223013 0.39414932316568574 1.0912747102073603 -0.6598721753443364 2.2562278445832713 0.77119742881189746 1.7547428913875078 2.6393113403208122 0.50789897368925574 1.0609442678986316 -0.30520057784638593 4.1149616037679158 2.1406758129868066 0.86135213919288545
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 12 -6 8 17 14 -9 -11 -12 13 20 -7 16 23 -8 22 -18 -2 -16 -10 25 -25 27 -27 28 -14 -30
right_child=1 2 3 -5 5 6 7 9 18 10 11 -13 15 -15 21 -17 19 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-3.0151735894473864e-05 0.0043231712282890142 -0.038493017600780659 0.036993154918076976 -0.03176691049880366 -0.0049270113322528453 -0.048034216143692604 0.03949225820275265 -0.050061860469142884 0.013873928610380224 -0.023001306046503897 0.01396769520454837 -0.019568598766530443 -0.0030971830969079876 -0.021679158548832511 -0.0063878287400288948 -0.015825442671082633 0.0048310604859463785 -0.032501436564488249 0.051267696136084721 -0.023116141212820091 -0.037038482784536246 0.064415564752240986 0.066641759297885447 0.0054877285700871813 0.08629263489395067 -0.0010347273071973525 -0.026848703473241656 0.1804714619905147 0.029117032640931663 -0.0295472220689212
leaf_count=327843 5423 58 269 46 4274 122 217 134 1146 360 700 304 12089 566 193 3382 388 78 189 1458 175 37 61 97 38 776 975 23 409 101
internal_value=0 -0.048486 0.376429 0.545785 -0.0552303 0.0346106 0.157207 -0.0145942 0.323773 -0.112152 -0.042981 0.106789 -0.087683 0.0249162 -0.150515 -0.127677 -0.0955619 0.528098 0.431541 -0.330252 0.0646704 0.1635 0.33909 -0.0635475 0.638576 -0.07393 -0.304233 -0.0374538 -0.0400746 0.36494
internal_count=361931 34088 373 315 33715 7815 3541 1793 1748 1498 1364 1004 25900 6164 352 19736 16354 295 1396 1846 5598 230 1207 14508 135 14373 1751 12622 12599 510
shrinkage=0.05


Tree=4391
num_leaves=31
num_cat=0
split_feature=50 194 1023 608 330 971 359 771 1185 1382 1317 728 1450 464 154 1449 903 494 1110 1310 1319 1037 1395 623 492 1112 57 694 1138 1326
split_gain=10.1337 19.7998 14.4764 14.526 16.406 17.778 16.2706 17.1285 16.2292 22.1348 17.0168 15.6961 24.1077 21.3846 17.7593 17.3278 18.2461 17.9786 17.9328 18.3796 17.1791 16.6026 16.7424 15.5569 17.1259 15.5552 15.3961 15.315 16.5825 16.5944
threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.5066796363144226 0.66665475971017707 0.44542865074340127 -0.60645234117980695 -0.055367216743222848 -0.66115036639123836 -0.9548484655694226 -1.0292079062637278 -0.93960051248969334 -0.49008176997875957 5.5426090097491345 1.0000000180025095e-35 2.3751959985942515 3.6725314242296441 -0.45065467850959662 1.0653062870866568 -0.70121798312680916 0.85221310825301255 -1.1636675201312683 -0.63883415662726184 2.5521021580943475 0.8432982728841748 0.80470620321447106 0.66767612949257882 3.5215540729612838 1.7728219641349714 -0.97354974662006588 0.65904511218306261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 8 -6 7 -7 -5 -10 -11 14 13 15 27 17 -17 18 21 26 -15 22 -13 -21 -25 -16 -20 28 29 -1
right_child=-2 -3 -4 4 5 6 -8 -9 9 10 -12 12 -14 20 25 16 -18 -19 19 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.014672145978594189 0.00031824898311523671 3.6231788855789514e-05 0.034448275292114153 -0.043335931961003014 -0.015250486240548753 0.10686692077876361 0.0081559477558829484 0.034806517093853261 0.04823816138643839 -0.053359813347223173 0.0014176676694431468 -0.025360605501237827 0.043757107279289366 -0.017268945581787942 -0.039412430485662717 0.048999484118394582 -0.0050307011800419833 -0.014685191190800688 -0.0047880050919289598 0.00046036413147850495 0.0018623113489565945 -0.0078841148617533174 0.074219006594833561 0.031866941805830752 -0.02192841709906115 0.015474870907039388 -0.029542245845180753 -0.0062096470666968594 0.0030886955784649051 0.075672907202608497
leaf_count=316 197382 90336 108 202 159 43 240 230 153 116 1021 3691 120 1240 383 164 214 6093 26478 3470 9477 6442 42 543 182 103 461 4225 8221 76
internal_value=0 -0.0193329 -0.0576474 -0.0598375 0.133183 0.401286 0.578977 0.924667 -0.0306996 0.0530685 -0.0621964 -0.068363 -0.0913601 -0.0951511 0.0123727 -0.127317 0.393997 -0.133997 -0.111084 -0.0776105 0.00628702 -0.23577 -0.469577 0.109562 0.45081 -0.496525 -0.1066 0.0309929 0.0855765 0.606426
internal_count=361931 164549 74213 74105 2164 672 513 273 1492 1290 1137 71941 58617 58497 13324 47780 378 47402 41309 31134 10717 10175 3733 4195 725 486 26939 12838 8613 392
shrinkage=0.05


Tree=4392
num_leaves=31
num_cat=0
split_feature=890 407 795 705 1169 8 658 774 275 1451 1185 777 281 692 456 21 432 1458 1174 1115 284 148 1055 1231 138 12 1253 76 917 216
split_gain=14.6751 21.6995 18.3182 24.9575 21.1251 21.4102 20.2924 19.1619 18.0525 16.9864 16.975 21.8447 19.2442 18.9008 17.4027 17.163 19.6312 19.0605 18.2132 17.7021 17.4525 19.2661 19.9542 17.634 17.2401 17.2332 17.106 16.9063 17.7267 22.6105
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 1.2284335450172812 0.48044600209562588 -0.59965326218411641 1.0000000180025095e-35 1.3233950244699619 1.4897919452469821 0.75140231727557782 -0.37768566685186827 -0.41552343265988922 -0.80462032730450439 1.6839661331033347 3.2574167820993445 -0.89074317784588486 2.3075556081694582 -0.22542553696720377 -0.32483550875835782 -1.0661848562066079 0.95278931460524319 -0.46902746781210908 1.0152522453686263 2.3677678050382505 1.0823089294349542 -0.78327926750797661 -0.63849763136276561 0.58955103844029788 0.87786495051101088 -0.11906460529424613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 8 -6 -7 -5 -3 10 15 12 -12 14 -13 16 18 -17 -2 -20 23 -22 -23 24 26 -18 -19 28 -14 -30
right_child=1 2 -4 7 5 6 -8 -9 -10 -11 11 13 27 -15 -16 17 25 20 19 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.8061148888926091e-05 -0.00013795442522198713 2.0380087863125424e-05 -1.3494079711001136e-05 0.00013858815091059539 -0.0001647518652821947 -9.9950730762888112e-05 6.4154603223903211e-05 -0.00033216344880438451 0.00013757291531246141 6.0666798327869142e-05 0.00012518070966124355 -0.00021034179236243536 -0.00014138233802035125 -0.00075282705969233589 0.0015458883639401398 -0.00017902770036086417 2.2000013140496991e-05 7.9179984281745364e-05 0.00060203463286989298 7.9428963177621684e-05 0.00072374978480915417 0.00020310903610503686 -0.0011186508346719556 0.0013796307946589393 0.00033759238677316704 0.0015307004274858781 -0.00027430125436281582 -0.00042032226000583131 -0.00055507296575059179 0.00067854952455749409
leaf_count=96477 1512 63893 122710 11451 7079 7203 9295 455 6530 5215 2849 8652 2235 483 37 6496 102 1600 571 1379 328 550 92 58 601 126 2305 1143 153 351
internal_value=0 -0.00216704 0.00503992 0.0268043 0.014397 -0.0491197 -0.00495107 0.12376 0.0324795 -0.0622279 -0.087711 -0.147629 -0.0375361 -0.234124 -0.206561 -0.0241332 0.132542 -0.0748022 0.0853061 0.24699 0.0334242 0.312159 0.0553924 -0.0433797 -0.0624 0.919179 -0.129588 -0.152936 -0.0497806 0.384275
internal_count=361931 265454 228616 105906 94000 23577 16498 11906 70423 36838 31623 15903 6731 9172 8689 15720 3690 12030 3462 1950 5534 970 642 4564 4506 228 3905 3882 2739 504
shrinkage=0.000980392


Tree=4393
num_leaves=31
num_cat=0
split_feature=785 728 1431 771 333 969 704 360 1470 852 692 1080 789 471 597 1469 89 1466 613 1451 77 1107 986 453 897 417 1427 63 1046 900
split_gain=19.6357 16.9652 18.8296 17.6399 17.1762 17.1812 18.9749 17.2815 16.6671 16.4818 25.0805 21.4883 19.6835 20.9593 18.3398 18.7636 21.6795 21.5555 30.0888 25.6562 22.2286 21.8833 19.3328 18.3482 18.1838 17.9235 17.7158 21.7481 20.364 17.1575
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.4820751525130569 1.0308016862606064 -0.12121415997224265 -1.0147207219938077 0.31972232794706168 -1.3782462404802098 1.0747610123934368 -0.9958234641517435 -0.44846366994746462 1.1248358748350926 2.9395468797111257 3.1596628491584919 -1.0588145806293296 4.0012644094602825 -0.22241172008597768 1.3156155531097407 -0.0066164517430368063 1.0713809910298406 -0.86843805286895204 -0.69732880612746873 2.3178925073180721 -0.83892881296338218 2.924606770914282 2.2971197365863145 0.78178057933699419 -0.96987142082945443 -0.66147222050557608
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 8 -6 7 -7 -3 14 -11 -12 13 -13 15 17 23 18 -2 20 -19 -20 24 25 -21 26 -17 28 -28 -16
right_child=1 4 -4 -5 5 6 -8 -9 -10 10 11 12 -14 -15 29 16 -18 19 21 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.924480735577992e-05 6.4393146876051433e-05 0.00098355934350375426 -6.4076552564118919e-05 -0.00014049010324202022 -6.7648082232953479e-05 0.0015760103270236333 0.00013740451671126908 0.00028257087342702119 -5.9439169506972645e-05 -0.00012856202398130602 -8.3767376779880312e-05 0.00014064490636844697 -8.1367897244364088e-05 -0.00056948754277730284 -0.00071677820966053259 -3.1235184747806797e-05 -0.000422371728987152 -0.00018426232833431875 -0.00016269104699273324 -0.00010405860265347878 0.00015567280430386896 0.00048585480506924166 -1.4575453637920632e-06 9.2564390912692085e-05 0.00037061197952287104 0.00044926378184848145 0.00072775139441684457 -0.00036235895459208237 0.00011358091466936577 0.00031086455015990602
leaf_count=29559 11319 63 35150 4703 2753 77 2782 132 94128 3376 3336 15456 2127 206 80 127859 850 5112 337 492 974 1269 4958 7639 1318 394 272 494 3692 1024
internal_value=0 -0.0203687 -0.0105767 -0.00275938 -0.0499799 0.0745334 0.19081 0.849429 -0.0594671 0.00050255 0.0529077 0.0792387 0.108058 0.134794 -0.00786071 -0.0100353 -0.0210319 0.0430192 0.104843 -0.0201252 -0.125488 0.380226 0.0690168 -0.0190459 0.254329 -0.0251457 -0.0266195 0.108162 0.156653 0.252199
internal_count=361931 332372 232437 197287 99935 5744 2991 209 94191 192584 24501 21125 17789 15662 168083 166979 141200 25779 12925 12854 6086 1606 6768 140350 1810 132711 132317 4458 3964 1104
shrinkage=0.000980392


Tree=4394
num_leaves=31
num_cat=0
split_feature=184 809 603 533 1033 1463 1331 1454 984 690 830 1048 204 1105 1169 763 296 566 842 212 281 1036 357 776 434 350 1184 562 1245 1034
split_gain=10.2006 13.8199 16.8322 17.0272 17.0809 16.0952 17.4495 16.3119 15.4335 15.7788 16.2835 15.1177 17.037 16.7842 15.0312 17.0383 17.4595 18.82 18.1408 19.0996 15.696 18.0597 16.2823 19.6723 17.2266 18.0477 18.7874 16.0597 16.0574 15.6174
threshold=1.0000000180025095e-35 2.6372809947782678 1.0000000180025095e-35 1.6588124724289799 2.4207726968059338 0.33671565427783295 1.4061523377970782 -0.47921441570843964 -0.82664129541145859 -0.0070629785791317679 0.88866417008770349 0.093015096347173962 -0.38392562109966888 0.31612863818062714 0.18848160436186537 3.0588204899686398 -0.64790532000772461 0.36968084462651174 2.9606251197735571 0.34203079433976785 2.1572191787130541 -1.1346738230391895 0.92470297477920371 -1.3342964108716397 1.2858966269589727 -1.4498287429888281 0.47429009278365392 1.3854165650794721 -1.347657543952878 0.40691782489701545
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 5 6 -3 -7 -4 10 11 12 -10 -13 29 16 17 18 20 -20 21 -16 24 -24 25 -23 -27 -22 -28 -1
right_child=-2 2 8 -5 -6 7 -8 -9 9 -11 -12 13 -14 -15 15 -17 -18 -19 19 -21 27 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.0017630047199323131 -0.0011013645467221292 -0.023466705096282889 -0.03418826789968165 -0.011818662268300958 0.036795688782487929 0.099317278634559358 0.062105263484382528 0.0079352370142242411 0.046204511787334139 0.02303888771604011 0.035738212697100202 -0.054266991691190897 -0.021223847559761533 0.024520895790297648 -0.013256995415945556 -0.016522331981155318 -0.0020830196694433686 -0.0038939283341314179 0.055226647635682059 -0.058777610673857332 -0.013365287702908053 -0.0088911493626125469 0.045189559215225189 -0.0089960582368156031 -0.0097660826922394278 0.009280824759477703 -0.011253529309033318 0.031028980363187648 0.027727840202857557 -0.00065014237314360134
leaf_count=102063 136344 314 118 3319 151 23 26 93 70 522 88 158 107 40 674 1241 50687 4611 148 24 1193 696 85 1287 746 5159 190 162 1495 50097
internal_value=0 0.00480932 -0.107391 -0.17375 0.151467 -0.0650286 -0.312643 0.594844 0.129645 0.21071 -0.0857428 -0.294611 0.15166 -0.733206 0.00770987 -0.0237072 -0.0187178 0.0507502 0.104547 0.825856 0.0914323 0.123462 0.151175 -0.094358 0.193538 0.226721 0.26299 -0.168752 0.478089 0.0192679
internal_count=361931 225587 5029 3926 607 456 340 116 1103 985 463 375 177 198 220558 68398 67157 16470 11859 172 11687 10332 9658 1372 8286 7540 6844 1355 1685 152160
shrinkage=0.05


Tree=4395
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 913 84 560 597 1467 714 588 906 689 421 588 290 1443 513 746 1241 1452 1470 759 513 1329 407 1174
split_gain=18.9263 15.338 19.0671 23.6698 23.0214 18.171 42.324 17.6568 19.362 18.525 17.2026 17.1203 19.0898 30.9747 26.6977 23.9 22.1582 22.017 20.461 22.174 20.2145 25.5803 24.1891 19.5508 31.9177 20.2934 19.9313 20.8532 17.1948 21.1724
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 2.6287012352426902 0.71188872395471614 1.979635823759073 1.3123186738111605 1.0454229551509682 3.6288968102052546 -0.67919258870259713 0.79547082264194502 1.1605466117522381 -0.43806006575711359 1.0454229551509682 -1.1287694262532211 -1.2965003005540392 -0.9287500684180785
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 7 6 -3 9 -9 -5 11 12 17 14 15 -14 18 23 -17 -20 28 -22 -23 26 25 -25 27 -2 29 -15
right_child=1 5 3 4 -6 -7 -8 8 -10 -11 -12 -13 13 20 -16 16 -18 -19 19 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.2796696202471841e-05 0.00048696040190765363 -4.4550911168692768e-05 -0.00010066623406505261 -0.00038980164008568026 9.4759913857946488e-05 -5.2968845741164844e-05 0.00038368007174186105 0.00036651520068373979 -0.00071275887950371418 5.8667810696603231e-05 0.00022063509896077466 0.00013704572244492669 6.3496831441073288e-05 0.00043605372476229087 -9.055561915268297e-05 -4.1931755245369576e-05 -0.00042470469167897709 -8.0789603265456336e-05 0.00017401998250579241 -0.0002821539014022199 0.00038216075217944935 -0.0015683251260143894 3.3288663915554759e-05 -3.1152373143099416e-05 0.00079884293831031987 0.00022405341431253943 -0.00012021769277267873 3.1755744107586796e-05 7.9015510963175676e-05 -0.00035505857123240936
leaf_count=29559 502 4821 4773 676 21461 93730 1384 107 458 2130 1237 3115 13647 186 45400 74133 992 9073 3253 649 1501 55 141 2769 312 3442 4233 31437 5706 1049
internal_value=0 -0.0157477 -0.00641886 0.0455088 0.0717456 -0.0439698 0.0808523 -0.106941 -0.498913 -0.0357562 -0.014805 -0.0167076 -0.0196327 -0.0332762 -0.0427034 -0.0212769 -0.0371245 0.0184778 -0.0333448 0.114719 0.0882571 0.294097 -0.403457 0.0410269 0.153651 0.116229 0.0190821 0.0403275 0.0377953 -0.219244
internal_count=361931 332372 232437 29605 24832 99935 6205 3371 565 2806 202832 201595 198480 146712 138074 92674 79027 51768 78035 3902 8638 1697 196 42695 6523 6211 36172 31939 6941 1235
shrinkage=0.000980392


Tree=4396
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1437 194 60 695 219 282 984 897 1115 429 557 1190 1193 771 911 769 276 898 207 776 1188 361 552 693 639 17 757
split_gain=10.2544 23.47 18.0165 14.5124 15.9605 19.9236 15.609 16.0453 19.3475 15.9873 15.8529 18.9358 16.6054 16.1522 16.0922 15.7371 15.683 21.3891 16.5468 15.3955 15.2646 14.955 16.6983 14.7985 14.7777 16.6286 15.7962 15.0832 14.8607 14.3828
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 0.72713696786055593 0.58307762070518543 1.0000000180025095e-35 2.1771983208262475 -0.55288448774972032 -0.86044809345735196 0.93177101755727243 0.51440861359227585 0.71989255998801027 -1.4950037868211854 2.2239144860785238 -0.99954207804176087 1.9600208565237791 -1.0135918961666113 -0.78372711867748623 1.7299132471799437 -0.20999213199562125 1.0888880232562264 -0.71371720280974837 -0.80892353096816649 1.6620588665274807 1.2484045447925423 -0.86243413317648887 0.94902220969945417 -0.40232573899466656 0.68980042811414621 2.7932316895974547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 9 -8 -9 10 13 15 -13 20 19 16 18 -18 -12 -15 24 -22 -23 -11 29 26 27 -26 -27 -6
right_child=-2 3 -4 -5 6 -7 7 8 -10 23 11 12 -14 14 -16 -17 17 -19 -20 -21 21 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.0038299722228146618 0.00032593402902786854 -0.00098410349558535775 -0.003579260898753807 0.002745731396764635 0.0046696965468425826 -0.0085824222908593047 -0.047357072030348252 0.068199399635695032 -0.013429041203723124 -0.0079941649326845839 0.040057580020567744 -0.056724979501581591 0.027992230005683013 0.078237977210236676 -0.024863962595220557 -0.034266399044112765 -0.019278747270113215 0.0091084686947142408 -0.068743889617186679 -0.015979472048927391 -0.03201190303729548 -0.031065060896749114 0.0060625806280776478 0.042037387353923095 0.052715707908801729 -0.028436427496714191 -0.075682501294625337 -0.011885602525329081 0.013370661519673803 0.027095191775553775
leaf_count=4151 197825 44539 70537 19710 8055 7826 170 31 291 2249 257 39 697 35 455 125 405 2027 24 46 320 211 689 80 102 480 26 79 127 323
internal_value=0 -0.0192776 -0.0579305 0.00397984 -0.0134999 -0.0369885 0.0424932 -0.340826 -0.0843346 0.0538477 0.0795309 0.202167 0.499438 0.0370846 -0.333818 0.12082 0.152572 0.0998851 0.655801 0.548173 0.0563334 -0.186811 -0.0437378 -0.124867 0.0855229 -0.199918 0.343773 0.54627 -0.384475 0.112484
internal_count=361931 164106 74688 89418 69708 52365 17343 492 322 16851 14522 3574 736 10948 536 2838 2713 2432 281 81 10412 1220 900 2329 9192 814 207 181 607 8378
shrinkage=0.05


Tree=4397
num_leaves=31
num_cat=0
split_feature=728 813 620 15 434 915 352 1469 692 831 346 1445 281 906 815 422 203 223 696 900 761 499 1039 20 422 636 428 222 968 488
split_gain=10.1612 13.5096 22.7694 21.5425 17.4399 23.4892 18.2827 15.6057 16.6458 17.4421 15.829 15.6779 21.6582 18.6531 19.9842 19.5697 16.4156 15.4533 15.1663 17.1825 17.8423 15.0911 15.0606 23.4973 16.3151 16.0381 22.3935 18.0583 18.0101 17.2015
threshold=1.0000000180025095e-35 0.44561103650162237 0.13102810056866962 1.7252490091840407 1.6001957512855445 0.15110484813932359 -0.76342290672605018 -1.3381350792132791 0.80388763068377012 -1.1383958047247993 -0.91581417385431363 1.0569698594133861 -1.3362325463332969 0.19095125806823965 1.6638054002796892 -0.21134034804832588 0.4774557781505589 3.0701443829635378 0.56393380930138781 0.6810151118042862 -0.9840384120966218 -1.0000000180025095e-35 -0.92009887158837012 -0.27887662566842913 1.626515488069163 1.6614296224459766 2.5310413608489593 -0.61208449181862046 -0.60979686656651821 2.9515902317371174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 17 22 18 -6 -7 -5 9 -9 -10 12 21 14 15 -13 -15 -3 -4 20 -20 -11 23 -2 -25 29 27 -27 -29 -24
right_child=1 2 4 7 5 6 -8 8 10 11 -12 13 -14 16 -16 -17 -18 -19 19 -21 -22 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=0.00017833917009832563 -0.0038337927056011655 0.0029974584995973615 -0.0075703412906743235 0.08345999198177427 0.0027759162289162434 -0.025307953375265771 0.086310746620200107 -0.029851323535534602 -0.030407532320858022 0.03168983489459453 0.030370865951069671 -0.021743585051107132 -0.0029941914596895653 0.078743502496041784 -0.070880001226464068 0.029363140780083088 0.0091486795473119751 0.042078540598261965 0.043922342179851553 0.030081642488652534 -0.005033503898880189 0.15276354402984466 -0.004376512209753265 0.0057277078761445912 0.031165789912986526 0.018763985804171147 0.044624160900287403 -0.025138513420026327 0.0022714169311322382 0.01315120334540458
leaf_count=252841 6009 18302 6947 22 396 35 97 396 74 91 557 216 2150 120 41 355 111 145 129 287 1208 20 61731 4859 380 874 132 613 1744 1049
internal_value=0 -0.0253546 0.0183795 -0.04426 -0.0786371 0.356528 1.25194 0.130598 0.115314 0.0444344 0.472737 0.0940243 -0.0108471 0.387746 0.164899 0.292822 1.01281 0.0659714 -0.10333 0.102071 -0.0160051 1.16676 -0.0550594 0.0316791 0.160193 -0.0712198 0.0980696 0.044586 -0.0659984 -0.08168
internal_count=361931 109090 27546 81544 9099 528 132 4153 4131 3500 631 3104 2261 843 612 571 231 18447 8571 1624 1337 111 77391 11248 5239 66143 3363 3231 2357 62780
shrinkage=0.05


Tree=4398
num_leaves=31
num_cat=0
split_feature=1467 1467 737 1466 1466 822 1455 1455 1451 1463 561 1114 21 288 608 1007 337 913 1002 1180 21 468 1452 1426 1454 710 676 1432 1466 625
split_gain=10.0457 34.7857 22.9061 21.987 21.7686 19.3418 19.2747 25.0394 24.2262 18.5041 17.4568 17.3491 17.0926 15.8754 15.6859 15.4896 15.4656 15.4115 15.8544 15.8607 15.2655 15.2427 19.1033 26.6658 17.5117 15.8851 15.7762 15.7433 20.3634 15.7874
threshold=1.4133641467104867 1.3517765213636805 0.52953867530939236 1.2223366005631067 4.3648409664323795 0.25342400762682576 1.7778406063357999 -0.049579283993073681 1.3287662675440461 0.017504712771633606 0.072996575177237191 -0.60629691557219367 -3.2545899522946695 1.0000000180025095e-35 2.6393113403208122 -0.58509654268748301 1.0000000180025095e-35 -0.99598957054307924 0.69854289147193727 0.48480818020781274 -1.0798509198017876 1.2937612979457498 0.53759020203531149 1.3963709736238232 -0.58754815837321106 -0.44692518242898677 2.2057843579161749 2.2009418148844504 1.9509766251984302 0.96707353454688716
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 21 6 5 14 7 9 -8 -3 -5 -11 -1 -6 17 -7 -10 -4 19 20 -19 26 24 -24 -23 -26 27 -2 29 -29
right_child=2 3 4 10 13 15 8 -9 16 11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.018703461020369922 -0.0011677817291986838 -0.025500985496099235 -0.0027331032462818332 0.034554773802297198 -0.0025942258508703832 -0.033110725081683716 0.068004021577189641 -0.044565684870194716 -0.047546278321690359 0.056887253065291868 -0.02963710099393458 -0.0082285189671951007 -0.00031182435736327888 -0.057072159297762826 -0.035216572723540909 0.0020574417826628344 0.031225518049942638 0.038919916149664793 -0.0023245768740376318 0.032864480969813953 0.011781418114922776 -0.030192839676344486 -0.014897525574358431 0.070266099058191145 0.0078880948202113069 0.033986873846740505 -0.021265474535645326 0.030139033020378483 -0.038850312840392157 -0.020487106126614234
leaf_count=627 17038 561 717 158 184 275 44 623 86 66 93 178 332964 112 74 1076 45 267 498 752 2431 106 535 43 552 544 535 530 85 132
internal_value=0 -0.00731669 0.0395108 -0.327265 0.158019 0.187798 -0.432708 -0.53441 0.224073 -0.253632 0.28992 0.262444 -0.00546506 -0.437296 0.247593 -0.0888071 -0.327095 0.264729 0.315814 0.369552 0.291821 0.000611269 0.194925 -0.146128 0.348647 0.421844 -0.0203578 -0.00881997 0.321084 0.454934
internal_count=361931 335445 26486 1854 6386 6090 1603 1428 175 805 251 244 333591 296 4739 1351 131 4665 3948 3450 2698 20100 1780 578 1202 1096 18320 17785 747 662
shrinkage=0.05


Tree=4399
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 564 515 852 1060 564 1247 1468 699 828 768 635 361 609 651 996 718 508 705 689 978 582 854 746 1255 926
split_gain=21.0138 16.6118 25.0638 22.7754 50.8513 27.5037 24.3063 20.0642 20.0779 19.5179 19.2167 18.9632 21.0919 18.7376 18.6049 20.9053 20.5157 18.5457 18.0491 32.0659 28.3021 26.0795 33.9704 25.8481 28.0877 25.6846 24.9734 23.9085 22.7688 22.5811
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.0747610123934368 0.91783665606910081 1.8264116105874431 -0.76114766347539387 0.50871131412698856 0.071153870502645641 2.8184711628317083 -0.47515847854358045 0.39773657454699612 2.3122102010702545 1.6285028476148826 1.1107569744011787 1.0565563832172893 1.7690287660176487 0.93928964529742032 0.41040386000896778 -0.4288425582216272 -0.86739898370003232 1.0844420916666788 -0.87473648844905705 0.66766320980544069 0.3176335628923373 0.87156076383787762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 5 -5 6 14 18 -9 -4 -8 12 13 -12 -2 -16 -17 -10 20 25 21 22 27 -22 -25 -20 -24 -3 29 -26
right_child=1 2 9 4 -6 -7 10 8 17 -11 11 -13 -14 -15 15 16 -18 -19 19 -21 23 -23 26 24 28 -27 -28 -29 -30 -31
leaf_value=4.3311760916275463e-05 -1.282011548192264e-05 -6.9873545817035205e-05 -9.0044822795366108e-05 0.0003022820682372659 -2.9244480987783243e-05 -0.00016287526677716279 -9.5356992586412992e-05 3.1529009146343055e-05 0.0002238895947637428 0.00016292161174837294 0.00017446544054917546 -8.6889865096390493e-05 -5.8353992763621798e-06 -0.00071627156576264126 -0.00012395912773997193 -3.2905382108992997e-05 0.00053192221739784744 -0.00039575162438286671 -7.8027451122781292e-05 -0.00032614784487949009 -4.1297003182101983e-05 -6.9497745851549781e-05 0.00022393656161655029 -4.9615072874112762e-05 3.4581869196185242e-05 0.00017505079370410849 3.7383425155093197e-05 6.5972404473071001e-05 0.00031342271301558017 0.00034307139960113367
leaf_count=29559 31097 34098 22268 2736 10940 11199 7152 17336 4283 1456 9639 4283 8071 165 37864 16790 343 226 11674 2109 5967 31430 3535 3557 5110 2083 34193 7513 3813 1442
internal_value=0 -0.0183679 -0.00507501 -0.0397678 0.051572 -0.0509119 -0.0389419 0.00500025 0.0671831 -0.074136 0.0230338 0.0571195 0.0927488 0.165572 -0.0606516 -0.0898818 -0.0208758 0.195898 -0.00526424 -0.0756726 0.00423675 -0.0111119 0.0108717 0.0818008 0.134913 -0.0367789 0.0576093 -0.0392207 0.189987 0.107173
internal_count=361931 332372 192093 140279 13676 126603 115404 168369 21845 23724 29310 22158 17875 9804 86094 54997 17133 4509 146524 15866 130658 110769 79339 19889 13922 13757 37728 41611 10365 6552
shrinkage=0.000980392


Tree=4400
num_leaves=31
num_cat=0
split_feature=785 728 21 302 42 420 1159 487 828 630 1186 276 1174 70 770 232 340 609 216 1064 622 1321 71 1140 1043 699 1187 554 158 1390
split_gain=10.136 11.6462 12.5068 14.301 14.6079 16.0216 13.9277 14.2768 13.698 14.4223 18.8806 13.7037 13.702 14.4736 13.1459 13.0913 13.5132 17.4438 15.1186 15.6417 13.5927 13.2972 13.1791 12.9735 15.1793 13.2271 14.8623 12.9256 12.8829 15.3835
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 -0.87542063841761819 1.2787353126376195 1.8318636377943933 1.0000000180025095e-35 -0.90001708938831959 1.3132570965152812 -0.29083407671816458 0.9421732266844477 -0.25444693495148846 -0.54162535068748829 -0.72051393001223063 -0.90175500356716176 -0.92832084101888468 -0.29913015330944043 0.98843275535716713 -0.59773395473347291 -0.93953685095212081 -0.19563140416036584 0.5294132600086453 -0.083034858955591165 0.68702207920178304 1.3190612693847719 -0.0075222137644916408 -0.39450496341979729 0.43370421764901046 -0.072368814914256729 0.88097529896729665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -5 9 10 15 -10 27 -14 -15 28 17 -17 20 -20 -19 -21 -23 24 -13 -25 -27 -12 29 -4
right_child=-2 2 8 4 5 -7 -8 -9 11 -11 12 23 13 14 -16 16 -18 18 19 21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0048433665458232425 -0.0003831562907094712 0.012975662829273897 0.0087814176126711913 0.0084404499465553211 0.013035137076958914 -0.072241018780888219 0.0020721229093117505 -0.0088860031175061801 0.0095093006579615308 0.0095968517778749346 -0.016490729912532993 -0.018310306340813081 0.043029985456673844 -0.064253149959326614 -0.0027183206888975481 0.007607924197244465 0.016731740133528676 -0.014363748068176745 -0.085969009465012736 0.020139748469329602 -0.064464770235946933 -0.07932700987853758 0.01062679457767695 0.039608037413334921 0.026024866757190235 -0.084985703692893974 0.015294651725812729 -0.063478165868482858 -0.031218327023345063 -0.044809251969517752
leaf_count=3396 332372 893 429 666 1030 30 3925 4588 624 6699 310 1084 69 49 496 2496 1270 234 25 297 107 38 47 130 147 26 55 103 218 78
internal_value=0 0.0359872 0.0509499 -0.00504256 -0.0288593 0.216367 -0.0574673 -0.132982 0.0933695 0.120447 0.0423118 -0.0754895 -0.236753 -0.0318388 -0.161581 0.0971556 0.143692 0.0633421 -0.253478 0.0460665 -0.625321 0.163923 -0.626001 -0.200075 -0.28835 0.321366 -0.367145 -0.566763 -0.175697 0.0154424
internal_count=361931 29559 26163 11132 10239 1060 9179 5254 15031 12965 6266 2066 1027 614 545 5239 4514 3244 748 407 341 382 85 1442 1231 211 81 413 725 507
shrinkage=0.05


Tree=4401
num_leaves=31
num_cat=0
split_feature=1147 1091 211 1450 81 320 1386 218 1166 568 18 647 993 578 1167 146 779 1037 293 345 900 1176 564 74 1044 1455 416 360 626 71
split_gain=10.0824 13.7772 14.2967 13.7963 13.4657 23.8536 19.6084 17.9748 20.8931 17.4796 17.838 17.3067 17.8077 17.0202 16.7522 16.6568 17.2982 16.4098 16.8023 17.5522 16.7957 18.6272 16.2382 15.8361 19.9038 18.4308 17.2902 20.9469 17.4885 18.3263
threshold=1.0000000180025095e-35 2.690828001094058 1.3890409907528851 -0.49556609814693381 0.33726533506388651 3.1329729150046788 -0.57711282524587804 0.044148372027400531 0.26477147603133794 2.1777068977383953 -0.96172625965962155 1.0471264925718051 -0.89727091510114898 -0.87905496296652397 0.47054165770392581 2.888475460910541 1.1140214828634434 0.077557521367847854 2.7539953462148312 0.34099072378966194 0.5691411674451311 -1.0387070784324859 1.2774552120937543 0.42302976915924412 2.5477886231095197 0.31406523452395613 0.87103940949571645 -0.097488419584203581 1.5138569056475129 -0.71178491057500948
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 11 9 -7 -9 17 -11 12 -6 -14 -12 -8 -17 18 23 -20 -19 -22 -15 26 25 -25 28 -28 29 -2
right_child=1 2 -4 -5 5 7 15 8 -10 10 14 -13 13 22 -16 16 -18 20 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00010390559202908537 -0.009967310050430913 -0.0015901094804769385 0.03332631686437678 -0.0406712666274665 0.012624445827148709 0.088873676468955054 -0.0047434721720014733 0.076424413545622197 -0.032215816807820145 -0.055725826855574562 0.013696493681680003 -0.014805488384681962 0.013456086254405086 0.00012375401753626463 0.058431108257002942 0.010276067323421057 0.087894556593739195 -0.0096249774384212436 0.062943884895854035 -0.060163781818554057 -0.027243965030681102 0.011409040120056717 -0.018005660407167997 -0.0024816066801718671 0.05659367965295331 -0.030994116198728539 0.0018817910231425459 0.035004956050561094 0.025563029093048681 0.00614783403733606
leaf_count=290491 2503 192 65 352 2274 54 33624 37 52 50 613 1377 1239 13719 213 193 44 4563 137 36 287 1234 800 1741 80 565 704 635 550 3507
internal_value=0 -0.0320333 -0.388733 -0.515161 -0.0283001 0.0270534 -0.0520594 0.891968 0.248768 0.0217498 0.359177 0.0180843 0.0361836 0.00757424 0.443074 -0.0891433 0.520929 0.000126388 0.0686753 0.905741 -0.106202 0.114336 -0.0180311 0.0540117 -0.142894 -0.192727 0.113793 0.385069 0.0520328 0.00673015
internal_count=361931 71440 609 544 70831 19552 51279 143 89 17418 876 19409 18032 15758 826 33861 237 16542 10458 173 6084 1521 14519 10285 2386 2306 7899 1339 6560 6010
shrinkage=0.05


Tree=4402
num_leaves=31
num_cat=0
split_feature=1371 1398 360 627 566 1045 839 695 151 767 142 953 836 1176 1074 899 1246 274 57 1389 633 1251 148 966 151 63 964 1458 883 1117
split_gain=10.0271 13.3197 17.6856 14.1383 16.6634 20.3224 18.9588 17.9775 17.2897 16.2074 15.2838 15.0502 14.6317 16.6351 20.0802 18.017 19.5213 15.4165 16.5206 14.7857 15.1908 14.6284 14.6243 17.2311 15.6477 14.4146 14.8543 14.8347 20.061 14.9309
threshold=1.0000000180025095e-35 1.754419774220916 2.3050700230958414 -0.73605887526832936 -0.38664266554180743 1.4276306031694264 -1.7445860889454647 -0.72277929936808649 -0.93076861173561531 0.67919022180128097 0.99190997866492692 2.6584305290829104 0.37825596538695433 0.77499548348056935 0.27982727079775205 0.05717670119300592 0.69111796535563996 0.8117025478510449 2.1234131600207475 1.3699025858514144 0.13667287320398525 -0.18204919525406291 -0.81916274297145375 0.58762882367100511 1.4560175638184887 -0.64169633322170971 1.8413071907434748 -0.11399357671568185 1.015113672374734 -0.075804645845280239
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -6 22 -11 12 13 14 17 21 -17 18 -5 -19 -21 -15 23 -9 -24 26 27 -16 -29 -30
right_child=-2 2 -4 11 7 6 -8 9 -10 10 -12 -13 -14 15 25 16 -18 19 -20 20 -22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00023267107666420945 -0.0019549600354652123 -0.011438822654801778 -0.045447099169212225 0.0066714360468772341 0.026512256949326782 0.15853912457397232 0.020690400304172241 0.01613074785377849 -0.019949909465427643 -0.015380179588216265 0.043059913686393746 -0.030358731279082663 -0.0098339991212273818 -0.010535071765284258 -0.0378306805875901 0.008863927387855252 -0.034746940211129375 -0.020238709737461013 0.047408003927539882 0.090150405889001611 -0.022808789426080056 -0.047146105422795161 0.035655992389299188 -0.054459622562916227 -0.035860149038682884 5.1528703562927595e-05 0.042723799780073193 -0.017193931897880238 -0.020195942560594413 0.11065894409309124
leaf_count=295579 48317 1768 152 4309 166 23 205 221 506 311 81 279 4318 355 621 589 229 453 122 31 28 363 812 66 50 1513 38 378 25 23
internal_value=0 0.00110384 -0.0650771 -0.0578159 0.0762029 -0.129626 0.723491 0.207341 -0.150645 0.340512 -0.0745589 -0.0946809 -0.0815959 -0.0235 0.025665 -0.256158 -0.0243053 0.112215 0.162181 -0.259871 0.779539 -0.562453 0.48258 0.0222025 0.637714 -0.167581 -0.397778 -0.473325 -0.119694 1.23894
internal_count=361931 313614 18035 17883 4209 1996 228 2213 672 1541 392 13674 13395 9077 7541 1536 818 4943 4431 512 59 718 1149 287 862 2598 1085 1047 426 48
shrinkage=0.05


Tree=4403
num_leaves=31
num_cat=0
split_feature=522 654 1168 1055 1256 1092 897 434 218 1324 834 1326 762 421 415 830 1331 277 912 1388 1311 493 706 1322 1182 1243 706 212 904 1262
split_gain=10.0068 15.2033 18.5274 17.5655 17.5702 15.6102 15.074 15.0466 16.4037 17.9088 16.0338 15.4422 15.6771 15.2483 15.3003 15.1776 19.5885 16.3387 15.2933 15.2012 15.1318 14.8754 17.793 14.8134 14.6423 16.3494 20.0728 21.0269 17.9609 16.2572
threshold=-0.71745339412579689 2.1031908482322286 1.4187720419083558 -0.013902038001375466 1.4050321414948306 3.5957525378519168 -0.55815341326303824 3.2974110226490327 -0.50944127669760519 0.50145156667045965 1.8244089606515439 -0.55764759063860059 -0.61430114283627002 0.77519128758986466 1.3895378684947339 2.1113806905407069 2.1440370910109068 4.8970334443881542 1.9448114091673692 2.3422194059015995 0.32795260366292756 -1.1856038608960822 -0.33622886331437435 1.2678817109845386 0.66678859086916675 -0.51672722037764107 -0.84577389143748027 -0.67542973209179957 1.3660572727787272 3.7597752838385712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 21 7 -6 10 9 -9 15 -12 13 -13 -15 17 -17 18 19 24 -20 -3 -23 -24 -1 26 -26 29 -27 -28
right_child=-2 2 -4 -5 6 -7 -8 8 -10 -11 11 12 -14 14 -16 16 -18 -19 20 -21 -22 22 23 -25 25 28 27 -29 -30 -31
leaf_value=0.00077422234444344412 -0.00053637368829155617 -0.02929519131910599 -0.016620641649323819 0.022584420240418075 0.00012179922963412343 -0.01921539740407854 0.058936834605719773 0.014141379181545065 0.0032962337985907144 0.061825011102529408 -0.01808542190160942 0.019102080259686769 -0.0074583982077957543 -0.041955028632227262 0.053342207398284061 0.0099922063444550166 -0.031725654962204024 -0.042586736107289337 0.0026804489973661643 0.0099270300612669376 0.019008077221026595 -0.010704670851470541 0.019131383987944995 -0.029170245517699041 -0.012064027315759117 -0.0045419485851942477 -0.011041598383725339 0.010665308582462493 -0.021655749475698954 0.09831450764614455
leaf_count=57965 269958 220 440 1081 85 463 107 373 911 148 1324 661 2064 150 33 3193 158 205 2179 1835 1011 584 775 94 1095 9342 1117 3002 1335 23
internal_value=0 0.0175658 0.166586 0.222992 0.0931167 0.0115951 0.682071 0.0139951 0.260446 0.606017 0.0102563 -0.133171 -0.0422779 0.233479 -0.457353 0.017206 0.163592 0.0104481 0.0117402 0.0048556 0.163438 0.0140235 0.0885891 0.28734 -0.000747364 -0.0670093 0.0398055 0.116299 -0.12415 -0.179066
internal_count=361931 91973 3386 2946 1865 88587 192 88124 1432 521 86692 4232 2908 844 183 82460 3351 79109 78904 75714 3190 1673 1453 869 73879 15914 5237 4142 10677 1140
shrinkage=0.05


Tree=4404
num_leaves=31
num_cat=0
split_feature=728 557 961 1431 768 559 971 739 264 291 291 913 898 1467 569 813 631 279 1320 1181 1104 456 1294 982 1335 1383 209 977 69 694
split_gain=16.899 16.1077 16.9963 16.3741 16.3342 16.8461 17.6309 15.7374 15.6929 15.6684 16.4159 21.7549 17.2468 16.2305 15.3132 15.0843 14.972 17.0274 19.2544 15.1066 15.135 16.0883 14.8573 24.811 16.262 19.0853 19.6635 18.3488 16.6619 16.14
threshold=1.0000000180025095e-35 -0.70530571838800626 2.7378363749037904 1.0099929608726099 1.8137860382898303 0.60946912559844246 1.2394222110551387 1.0000000180025095e-35 1.0000000180025095e-35 -0.17705046395300619 -0.029352387823720516 0.27323350107651684 -1.0145064289192096 3.8567296589757825 3.2222931429346833 1.0000000180025095e-35 1.4349429974148455 -1.1640940450698121 2.3162771883795656 -0.41079465528101566 -0.21470202462355578 0.48402270954876397 2.2019233343356794 -0.57077082165496063 0.22098564025610395 0.071060384940770618 1.3008348672688597 0.59428942926702621 -1.3279729865238281 -0.74459065206325248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 14 5 8 -7 -8 -4 16 11 12 -11 -12 -3 22 -1 18 -18 20 -19 -22 -2 -24 25 -25 29 28 -26 -27
right_child=15 2 4 -5 -6 6 7 -9 -10 10 13 -13 -14 -15 -16 -17 17 19 -20 -21 21 -23 23 24 27 26 -28 -29 -30 -31
leaf_value=1.740359864100798e-05 -8.5398657941184659e-05 2.024863303087895e-05 8.382370133062869e-05 -4.3655130348848056e-05 -0.0004408758352990989 -0.00042709841239412693 0.0024764731682575996 -0.00057970694618318154 -0.00014181242943128069 0.00034169459002210943 -6.29957699005051e-05 -0.00055721831096360377 -0.00021023713514114898 0.000528083011437754 0.0017197463709011215 -1.3680165698581981e-05 -0.00056343125127382204 -0.00065518924304548806 0.0010986776110055736 0.00010364272773500279 -0.00025986530127566887 0.0009383807956706066 -0.00027261711471808107 0.000853590999700227 0.001582179719909724 0.00082757212321207634 0.0016728778200860049 0.00060603320669418614 -0.00074956656001478911 -0.00034245101942029194
leaf_count=28417 44799 158845 3789 26052 840 1154 20 21 4009 347 23178 944 1894 195 27 62020 1034 435 45 1221 292 82 769 614 25 99 40 129 266 329
internal_value=0 -0.000513028 0.00884904 0.0131135 -0.0965492 -0.0650947 -0.367407 1.22576 -0.0238244 -0.0366506 -0.0792307 -0.244111 -0.11839 -0.0575468 0.0209297 -0.0376779 0.00091157 -0.169902 -0.480734 -0.0526228 -0.333948 0.0366909 -0.0762918 0.142933 0.342972 0.524039 0.137337 -0.106729 -0.548257 -0.0488767
internal_count=361931 252841 194757 184924 9833 8993 1195 41 7798 58084 26558 3185 2241 23373 158872 109090 31526 3109 1079 2030 809 374 47070 2271 1502 1082 468 420 291 428
shrinkage=0.000980392


Tree=4405
num_leaves=31
num_cat=0
split_feature=50 194 1022 257 1357 616 13 723 340 389 294 1316 1109 376 831 1454 264 1124 407 1104 162 1450 1092 1447 1124 1019 839 1189 966 698
split_gain=9.99619 18.997 18.0885 19.103 19.8105 18.2575 17.5558 18.7345 19.3736 18.1764 21.7138 19.8729 17.6425 20.4162 17.6404 17.4722 18.4557 18.3492 17.6859 19.0983 17.9566 17.1711 22.7101 19.182 17.3666 17.0724 16.8804 16.6196 16.3937 16.3335
threshold=0.55630078546380823 1.0000000180025095e-35 0.67527595557081987 1.0000000180025095e-35 1.3962008022525787 1.0032126598012274 -1.0693443452748788 -1.0570063487222232 1.8162821653890682 0.87707395870045979 0.2156417873224469 -0.75527011332100724 2.2888873693396081 -0.99407774402939297 1.9603132181353133 0.13021184176095849 2.3490696365748209 0.86413765803195908 -0.68422620775809573 0.70181333396837287 2.1939689794080803 -0.56086795541624013 1.0127093791323547 0.74484333252909696 0.78891189937744099 2.762268348496788 1.4755303643200606 1.975886392913927 2.4104649675895762 -0.38168694363066863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 25 -1 9 26 10 12 -11 13 -8 -13 18 17 21 -4 27 -21 22 23 29 -23 -6 -9 -20 -15 -17
right_child=-2 -3 15 4 5 -7 7 8 -10 11 -12 14 -14 28 -16 16 -18 -19 19 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011446210222593048 0.00087703816937150707 0.00024181106361979225 -0.010445832041357402 0.00015456126005557327 -0.0074808590712893827 -0.032352491906939541 -0.024130890700971672 -0.0033068005049868773 -0.018702455735424499 -0.013544932318402156 -0.015755978600941689 0.021993493014671076 0.033139484673845788 0.002136357860021663 -0.037167233794773928 0.051092791861642221 -0.031306742847489875 -0.010211328308713106 -0.0025726278583921821 0.010728143565395705 0.062615830061828914 0.0070473346254297312 0.074976694445230682 -0.026910571611517931 0.087788419265343018 0.052004899228227319 -0.014544866751602978 0.027397736559460713 0.045730882461458171 0.013066646003074235
leaf_count=10242 84163 153864 3083 37502 3666 683 516 42503 3631 411 1956 1252 274 4079 67 239 138 645 5053 1130 74 2720 83 98 34 70 2984 233 128 410
internal_value=0 -0.0107128 -0.0369737 -0.0499572 -0.0126531 -0.188763 -0.0843265 -0.0686703 -0.0925949 0.0432403 -0.0268436 0.253681 0.0546286 0.0143827 0.376721 0.0435479 0.163111 0.191977 -0.0172789 0.0406783 0.291295 0.251237 0.534362 0.389908 0.162026 -0.120817 -0.0806545 -0.0216522 0.0751441 0.535782
internal_count=361931 277768 123904 109964 41921 4419 68043 57801 49118 8683 6953 1730 4997 4723 1319 13940 4367 4229 9573 6490 1204 3584 830 747 2754 3736 45487 5286 4207 649
shrinkage=0.05


Tree=4406
num_leaves=31
num_cat=0
split_feature=1454 1458 1463 1457 697 1449 701 1450 973 496 287 1253 1452 484 1329 1242 420 1457 1088 1398 1455 47 283 1462 350 296 691 51 702 490
split_gain=9.96375 11.0366 13.4753 17.3287 17.4944 15.9267 20.4146 16.2866 21.9591 19.0602 16.3256 22.0145 16.1632 20.3042 15.0799 21.8783 16.635 16.0232 15.0365 14.7293 14.5795 17.2262 14.9933 14.3947 15.8194 13.7822 13.0887 13.0849 12.8164 12.7097
threshold=-1.0640499357927207 2.6054386111478895 3.5642877411819058 2.5748873741520337 1.8266976228282321 3.4919823951712163 1.2929485700231178 -0.28900078866492313 0.71936209383847949 1.9960542983823062 1.3339481319452049 -0.33740854391263569 -0.12401946641855496 -0.0051464112102921076 -0.16272212529423791 -0.79617626738405523 1.4893295372522699 2.7529079304021988 2.7639737144699819 -0.034044515732434076 2.0663805890193063 0.46153491174503314 0.064119113130163177 0.57678471910470575 -0.29277819686890755 -0.88255871382410367 1.9168452977401278 1.0111847875080273 0.58694050067535053 -1.4054923735266891
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 9 10 25 -12 18 -14 16 -16 17 -5 27 -4 21 -15 -22 24 -7 -3 -19 -9 -17 -8
right_child=1 2 19 14 -6 23 29 12 -10 -11 11 -13 13 20 15 28 -18 26 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.018486964454987577 -0.00023852372081241513 0.019039204712432346 0.024081389201438499 -0.039381647124960527 -0.020009854767521623 -0.0012309138897616753 0.06020649529389116 0.02008534149811371 0.023705702103946819 0.059168639491426145 -0.059410337157920559 0.057978548382655905 -0.0011045453635914056 0.016114220049288919 0.016045250597704754 -0.056256099117782954 -0.059304618606919518 0.011799913728467041 -0.061414706473581139 -0.0065417016788200657 -0.040954069808959014 0.054806634894834588 0.028515216511606822 0.0079110574249853204 -0.047412808044056551 -0.021727980997210919 -0.056380177212541266 0.052177473583595306 -0.00099460834407795896 -0.018309799637228834
leaf_count=604 352950 111 632 96 413 171 24 1187 356 37 33 72 1249 402 93 233 57 617 26 264 89 169 59 264 194 807 39 154 56 473
internal_value=0 -0.0025304 0.0749756 0.0440219 0.0899863 0.116862 0.155589 0.197304 -0.00523526 -0.165228 -0.231065 0.588888 0.275606 0.148954 -0.193916 -0.554795 -0.0310224 0.0504599 0.447917 0.318778 0.427038 0.573313 -0.186066 -0.209816 -0.502958 -0.32834 0.16626 0.476507 -0.867953 -0.27923
internal_count=361931 361327 8377 7481 6290 5877 5248 4751 1416 1060 1023 105 3335 1968 1191 382 809 752 1367 896 719 571 148 629 365 918 656 1341 289 497
shrinkage=0.05


Tree=4407
num_leaves=31
num_cat=0
split_feature=890 407 795 705 660 774 1377 221 288 50 1445 1038 735 958 816 606 917 1065 641 495 1347 773 1383 1390 77 423 1468 895 85 1148
split_gain=16.1643 21.8452 19.5174 26.0002 21.6514 19.1462 18.302 18.7103 21.9506 19.2141 20.4318 19.6447 17.9073 19.3433 20.6307 23.7689 20.9002 20.4315 22.3754 21.1272 19.8048 20.6708 19.6139 19.3616 25.5316 18.7766 18.6492 18.0359 17.8825 18.1717
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 1.2284335450172812 -0.72421686037558375 1.3233950244699619 -1.0606629817441902 1.5927696206574928 1.0977970934537717 0.55630078546380823 1.0569698594133861 0.036204024691662347 2.2560756724538602 1.313041538630376 0.34754775078765171 0.44224916350105375 4.3127385003387806 1.0518754624258557 2.1370914862793571 0.98615041812372606 0.67705179624153933 -0.83074260431828117 -0.48440439011213404 1.617277697914304 0.13053934129748787 -0.30309620381609387 3.9650802667107272 0.27654892694072097 1.9813222031043278 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 28 9 -9 -8 -11 -12 13 14 16 17 -4 -16 19 23 25 -22 -23 -19 -25 27 -17 -15 29 -6
right_child=1 2 12 5 6 -7 7 8 -10 10 11 -13 -14 20 15 26 -18 18 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.0288142387488083e-05 -6.1648610078411987e-05 6.698400237431832e-05 -5.9850174830481016e-05 0.00014069127707015414 1.9027079005918628e-05 -0.00032965147529630631 -2.6410554184747784e-05 0.00021739183387304374 -0.00023209968124858691 0.00010963103907244422 -0.00039755553938368286 8.6943306381775877e-05 0.00010461781176164939 6.4160442321582392e-05 -7.7135938878244931e-06 8.0940187150245084e-05 0.00099332952248904166 -0.00015761309504365602 0.00077102551668961042 -0.00052495824576064411 -0.00093767443833083484 0.00066165030727584318 0.00015166348528030738 0.0012597575922822148 -0.00035809704079049168 -8.9662130587952164e-05 -0.00078147067870812739 0.00045717582092618232 -0.00052153453397711278 -0.00015493282394511332
leaf_count=96477 36838 25668 59547 11451 6806 455 39373 3169 559 9360 825 787 5054 3221 30010 14751 88 3124 98 667 80 538 872 88 74 3751 127 620 537 6916
internal_value=0 -0.00265306 0.0045758 0.0270308 0.0143701 0.125927 -0.00742931 0.0102359 0.154262 -0.00188743 0.0757139 -0.158872 -0.0148265 -0.0209573 -0.0293068 0.00326271 -0.0592767 -0.0291208 -0.16645 -0.191479 0.0803051 0.306451 0.35811 -0.124292 0.569817 0.0300527 0.0757289 0.138429 -0.0864496 -0.0696938
internal_count=361931 265454 228616 105906 94000 11906 68332 54073 3728 50345 10972 1612 122710 117656 108574 48939 59635 34061 4051 3953 9082 1490 1410 3286 162 7592 14878 3841 14259 13722
shrinkage=0.000980392


Tree=4408
num_leaves=31
num_cat=0
split_feature=785 120 404 608 1466 1466 1463 21 21 496 613 1469 488 1456 1047 45 1467 650 878 8 1173 1090 814 1120 955 852 1458 1452 766 903
split_gain=20.3437 15.2317 20.4294 21.2244 19.1028 23.2535 30.3532 34.2925 19.3878 19.1573 19.343 22.677 22.439 20.7498 21.0161 18.98 18.5947 24.2069 18.5414 18.0672 17.8955 19.7985 19.6233 17.8318 17.8126 19.4324 18.9617 25.7854 22.1514 18.974
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76881834321921005 1.6529830500154947 0.37829601484295772 0.33394102906587103 0.26178017910560175 0.81122649975724037 -3.2545899522946695 -0.52318489920737588 1.3156155531097407 -1.0706168552173836 2.0392715530565324 0.32895061178289459 -0.57433952822200296 1.0000000180025095e-35 0.80406431616723528 1.0000000180025095e-35 5.5798733013116184 -1.0163422768548884 -1.2721901571064003 1.0111579468260208 1.0187812850078712 3.5987842076833885 1.3670073888404592 1.0000000180025095e-35 -0.82108684835595114 0.57845329651378008 -0.060908969608730178 -0.53007434113925855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 8 -7 -8 -2 16 18 13 20 -12 -15 -5 17 -10 19 23 21 -13 -22 -11 25 -21 27 28 29 -26
right_child=1 2 3 15 -6 6 7 -9 9 10 11 12 -14 14 -16 -17 -18 -19 -20 24 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=4.3692446551186139e-05 0.00067503756619099282 -2.4868158502471164e-05 -0.00012745225439953422 0.00043586756603553772 3.4449153126287151e-05 -0.0004290118662824997 0.00028558048947172797 -0.0007839664212519336 -3.0047719905241359e-05 -0.00012038925111240904 0.00018598091546730003 0.00047013513778440129 0.00056775589178414737 -1.3369402936450739e-05 0.0010970040938745058 -0.00047670056113552334 6.9612377094072477e-05 -0.00015449644564253587 -0.00087581676200823284 -1.5721486849184242e-05 -5.2886275321015648e-05 -0.00082236109811124859 0.00026518794151139495 0.0011614735922121388 0.0010250496258270372 5.5243587982577333e-05 -0.00015265605801700199 -0.00051978771311661607 -3.4665643455369154e-05 0.00022940947449587605
leaf_count=29559 211 104729 22787 580 45915 1774 707 208 22815 9735 1050 720 403 109 218 146 5503 16374 127 52349 7098 83 1258 47 234 28160 7592 357 711 372
internal_value=0 -0.0169641 -0.038984 -0.11245 -0.00510801 -0.0176238 -0.236711 0.0804095 -0.0139547 -0.0149247 0.000443523 0.0932508 0.0492472 0.347219 0.786812 0.266252 -0.0587983 -0.0782341 -0.00946161 -0.00835826 0.0247613 0.363822 -0.00716598 -0.113647 0.000678485 0.0105891 -0.102097 0.127859 0.262613 0.570618
internal_count=361931 332372 128242 23513 204130 158215 2689 915 155526 155315 110623 10939 9562 1377 327 726 44692 39189 99684 99557 9159 803 8356 9782 89775 80509 9266 1674 1317 606
shrinkage=0.000980392


Tree=4409
num_leaves=31
num_cat=0
split_feature=859 789 669 155 207 83 626 64 535 1392 1395 349 352 1318 211 492 476 277 637 465 1111 1460 761 1114 1260 365 1047 1178 770 224
split_gain=9.96925 18.0558 15.7145 17.1503 16.829 16.3124 18.2885 19.6078 18.2451 16.5105 17.8706 16.8967 16.4067 18.1346 16.9425 17.3568 20.8542 17.0114 16.6842 15.6328 16.8986 16.6824 19.0251 15.5061 15.95 15.9423 17.2248 15.3268 15.2949 15.1835
threshold=-0.54135187694831066 1.1248358748350926 3.5848725730164062 1.9135609105859426 0.42166060563967284 0.56850426612600458 -0.33402380448403773 1.0148196801701652 2.2494337883624649 -1.1018257524720214 -1.6441227612267866 2.5656149797494963 1.5492211296317582 2.1865154318515034 -0.55298591403595487 -0.72388698650326277 0.52296557744356353 1.3181246273988552 -0.65108456386193037 -0.64999751152946472 0.16254525197002756 0.085279704578113361 2.5800928981126692 2.1177434359927951 -0.20582016839953607 -1.1454853099792219 -1.0530432288734943 -1.3311162575429389 0.5809657831814955 -1.4124734813733664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 8 23 12 10 -9 -11 14 -14 15 17 -17 -7 -18 -16 21 22 -21 25 -25 26 -8 -27 -6 -29
right_child=-2 -3 3 -5 28 6 7 9 -10 11 -12 -13 13 -15 19 16 18 -19 -20 20 -22 -23 -24 24 -26 27 -28 29 -30 -31
leaf_value=0.00047320888235161465 -0.00060494174796053271 -0.0034108504261013816 -0.028652621164964198 0.067203933316495032 -0.011936823660156297 -0.0069224994603966361 0.034374279591818893 -0.041885571941937087 -0.029294766174299904 -0.014749025491682442 0.06874800299934461 0.072044383062496317 -0.019315058063171471 0.058287388269968113 -0.011686227379381138 0.023287133738155625 -0.0209875889688067 0.044476670238962734 0.011687970646759374 -0.00024352638544224356 -0.0082581343168474115 0.023423318330963897 0.060717695962775223 -0.039184835256291267 0.018044862521389617 -0.014986906127401244 -0.0293692849449902 0.03482884624025321 0.055127434234610966 0.0083031742954014724
leaf_count=78012 244749 12559 809 34 164 1085 58 43 309 1216 75 28 899 41 1496 1325 292 87 552 1813 1555 615 58 193 104 411 279 245 68 12757
internal_value=0 0.0143149 0.0244164 -0.297252 -0.366594 0.0269482 0.0756808 0.12213 -0.00220671 -0.164606 0.752127 -0.245811 0.0143454 -0.303555 0.0424491 0.167528 0.283976 -0.0584486 0.0203996 -0.0378323 0.0398235 0.151844 0.0411227 0.143725 -0.388066 0.153626 -0.331779 0.164986 0.197196 0.176661
internal_count=361931 117182 104623 1075 1041 103548 25536 15409 10127 1362 118 1244 9818 940 8878 3341 2169 1172 844 5537 4041 2486 1871 14047 297 13750 337 13413 232 13002
shrinkage=0.05


Tree=4410
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 284 1469 21 479 1028 21 986 1245 138 566 1400 407 1037 203 899 462 450 1320 563 465 902 647 590 494 1181 577
split_gain=19.1931 16.3489 19.6897 24.3037 22.3243 18.3362 19.8364 21.0326 18.6983 18.2152 18.1624 17.7518 17.6403 18.7666 17.5913 17.4864 20.2034 19.6131 17.378 17.3427 17.6091 19.536 20.0929 18.856 17.2739 17.096 42.4966 16.9218 21.6974 26.5021
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 -0.13752235891992784 -1.0588145806293296 -0.13431221002227373 -0.37854602687012912 -1.271019091203941 4.5933813388752975 -1.0520142078483523 0.20935560560429764 -0.57709967851720212 -0.59808794795445575 3.5000072699570697 0.84645902423176334 0.22837682199839732 0.4774557781505589 1.8419729237591864 3.5900732819318715 -0.83567651168909196 0.95488522094026751 1.5259646835875491 1.0000000180025095e-35 1.0157087556987903 -0.87782724458594241 0.58895901036483078 -0.11349467464387639 -0.58184413197443363 0.49174072502200222
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 11 -9 -7 -5 -2 13 -13 -14 16 -6 -18 27 20 23 22 -22 -8 -19 26 -3 28 -12 -30
right_child=1 25 3 10 15 9 19 8 -10 -11 18 12 14 -15 -16 -17 17 24 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.0755819813904017e-05 7.3079885998366453e-05 -5.166881278627411e-05 -7.872855568632024e-06 -0.00065412138987542949 6.8294662430387311e-05 -2.7068452634170751e-05 -0.00010915688802386211 -0.00022474742243257191 4.9372497048112461e-05 0.00082200525985961961 -0.0005912771294893064 6.5862268032758898e-05 0.00019031549782054936 0.00067353811661144251 -0.0011071237125052241 -6.7152659431520362e-06 0.00031037205153947587 -0.0001233803590460001 0.00034364210424725619 -0.0010332955827697121 8.4451324533461965e-06 -0.0002366397420902657 0.00037425270986871106 -0.00069368534039901755 0.00068357748870631022 -5.5969744125366074e-05 0.00037687932744608814 1.5485275483521413e-05 0.00012405792882883235 -0.00069845315565978685
leaf_count=29559 5664 4821 10513 372 4944 172759 1096 2064 5533 92 1105 326 2288 665 48 3372 4319 929 435 100 9569 1497 674 457 130 93730 1384 2284 893 309
internal_value=0 -0.018231 -0.00861063 0.0441105 0.0699668 -0.0171213 0.0322946 0.0835006 -0.0105624 -0.026942 -0.109998 0.148753 0.266985 0.498816 0.169457 0.124767 0.168076 0.257016 -0.0728018 -0.0295485 -0.0235818 0.00282343 0.0343516 -0.25999 -0.0145706 -0.0473372 0.0735293 -0.122776 -0.288981 -0.0822098
internal_count=361931 332372 232437 29605 24207 202832 29981 16588 7597 172851 5398 8991 3327 991 2336 13694 10322 5378 5026 13393 13293 11740 10243 1553 1059 99935 6205 4591 2307 1202
shrinkage=0.000980392


Tree=4411
num_leaves=31
num_cat=0
split_feature=1464 1454 1467 1451 111 1452 816 1464 1457 1464 1466 192 1450 1451 1454 1458 1460 1451 6 1454 1451 63 1093 133 1319 276 1455 671 514 1464
split_gain=9.9736 15.9745 19.2335 25.1583 22.5548 21.2216 29.2281 26.3079 24.1725 23.9205 25.8972 22.7659 22.6785 21.1588 20.6714 21.405 19.717 21.8315 20.7047 19.6249 27.2594 27.0771 26.9798 18.7795 18.4559 19.3594 18.3011 22.9907 18.0843 22.472
threshold=1.5993600128483978 2.1720878008874998 1.9487771429729768 -0.10843678457706492 1.0000000180025095e-35 0.039474337618497217 1.6237992503990648 5.1943684130067558 -0.54187279531438171 1.8829436135215958 0.34470978700861038 1.0000000180025095e-35 0.17095000708663582 8.1928809167143815 0.83666458647197584 1.5460827014339922 2.3001073513155119 1.9039147309702176 -0.471220422422785 0.40055145564584022 -0.071276657143309677 -0.35700095070996896 1.0000000180025095e-35 2.7171092817986957 -1.5885537418082667 -0.28778803716838885 0.40822562400327617 0.66766422009387627 1.9087852721677012 1.8454398856953689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 9 7 8 16 10 23 -10 -12 -5 -13 -16 17 18 -7 20 24 -22 -21 28 25 -11 -24 -28 -2 -30
right_child=1 -3 3 13 -6 6 -8 -9 11 19 12 14 -14 -15 15 -17 -18 -19 -20 22 21 -23 26 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00032619053194545835 0.0088645015144345508 0.0089757889212959008 -0.0076667579357050904 -0.025055923170670666 0.031557967814557185 0.032460904465776465 0.027494542810573109 -0.021836939926245285 0.0046268462791094755 0.10302383580682278 0.01773583516821203 -0.024222075868001073 -0.031712982245141699 0.072571773801175493 0.020837203718130567 -0.041227145575376364 -0.0098116770615565441 -0.0048667829545105019 0.011862978933921367 -0.0063941510190113175 -0.04241836249350836 -0.010147616343858488 0.035833882443396373 0.07798437435044546 -0.0051962820821353575 -0.02226155232136659 0.013042664670740309 -0.076575743299879262 0.02814447190522263 0.14540495187218239
leaf_count=339227 1349 3298 701 1082 246 861 620 514 3337 57 264 831 386 20 308 100 412 585 1546 1655 862 1107 428 49 1634 62 214 47 105 24
internal_value=0 0.0431225 0.0161533 -0.198296 0.0742473 0.0408892 0.112229 0.0756701 0.106124 -0.0506174 0.153299 -0.00741016 -0.284859 -0.444472 -0.272013 0.140297 0.239919 0.301805 0.387307 -0.132988 -0.259453 -0.493335 0.0199936 0.297545 -0.0495689 1.11054 0.41743 -0.073842 0.249278 1.09537
internal_count=361931 22704 19406 2049 947 17357 9114 8494 7980 8243 2177 4576 650 1102 1239 408 3404 2992 2407 6066 3722 1969 2344 1527 1753 119 689 261 1478 129
shrinkage=0.05


Tree=4412
num_leaves=31
num_cat=0
split_feature=785 852 557 1383 728 588 513 689 885 1218 911 156 1193 831 1456 1367 1452 21 837 397 1465 854 797 662 1326 765 1455 615 645 1002
split_gain=18.4861 14.3633 23.0135 21.9481 20.0389 25.6621 23.7654 23.5429 23.2201 23.5914 22.1715 22.015 26.1076 28.3671 23.7169 21.3191 22.8387 20.6802 20.6206 20.1861 22.9248 19.8176 21.2712 23.8004 21.764 20.0387 19.7775 19.4819 21.0938 20.923
threshold=-0.86283290253235112 1.0747610123934368 -0.64171342086905858 -0.13274323756065481 -0.49008176997875957 2.250834115212506 1.0454229551509682 1.0000000180025095e-35 0.35018306414905159 3.9048232315577729 1.1364642170254908 -0.58038445918863546 -0.34758737963874148 1.4478652143548296 1.0000000180025095e-35 0.61047007421192445 0.19733509328163915 -1.0798509198017876 -1.2233279846959868 1.0000000180025095e-35 -0.47849995239157511 -0.87473648844905705 0.63961785378869596 -0.58271687606615485 -1.5357730968285652 -1.1000522635701058 3.0460623713797315 0.88529906220249488 1.0999280683389623 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 8 7 -7 9 11 -8 17 13 14 -13 16 26 -6 -17 20 -18 -10 23 25 -25 -23 -14 29 -29 -9
right_child=1 2 3 -5 5 6 10 27 21 -11 -12 12 15 -15 -16 18 19 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.2129694097007154e-05 1.6651886990863862e-05 -6.9571971134008295e-05 -1.9955325184996543e-05 9.9666149281959926e-05 0.00013849983557161113 -0.00010411538350016697 0.00033270100044257428 0.0002528185634677265 0.00010542340286006873 0.0004262062607116209 -0.00020329845151668044 -3.6675747811634849e-07 -0.00011534006050237456 -0.00039622093275963475 -0.00014091904048238617 0.00048977198220635863 -0.00046752443963441251 -3.2243168020826672e-05 -5.0254651595680837e-05 -6.1195741360534498e-05 -0.00020225924349419563 -0.00036520070740333121 -8.2914900355767195e-05 -0.00033189144323943773 -1.1373632332407521e-05 0.00012029759064689918 0.0004868816122776602 7.800466423641724e-06 -0.00066861851205281991 -6.5396439091157594e-05
leaf_count=29559 55030 11244 13159 17910 5132 4487 2030 3327 6362 412 379 36139 32174 1249 9679 410 4228 36078 11992 3270 5641 515 20573 1491 37400 8965 250 1223 347 1276
internal_value=0 -0.0157416 0.0232531 0.0533058 -0.0220655 -0.0323045 0.0612365 0.0149699 -0.0392137 -0.0591994 0.249315 -0.0613128 -0.081133 -0.0384733 -0.0282345 -0.119248 -0.148493 -0.011956 -0.033281 -0.243326 -0.304899 -0.00779186 -0.0197462 0.00544601 -0.0209056 0.101738 -0.110431 0.103614 -0.133956 0.168397
internal_count=361931 332372 42313 31069 290059 235029 13069 10660 221960 146654 2409 146242 105032 47067 45818 57965 45563 41210 12402 13139 9869 75306 68944 48371 38891 9480 32424 6173 1570 4603
shrinkage=0.000980392


Tree=4413
num_leaves=31
num_cat=0
split_feature=785 652 590 647 647 510 638 856 762 264 495 0 432 173 491 983 1335 699 510 434 356 283 788 760 639 500 981 162 557 278
split_gain=10.0896 11.2591 15.4101 70.5832 34.7055 21.3617 19.4494 19.1923 17.8802 18.9744 17.0704 18.9509 17.7984 17.3025 16.8123 16.4374 18.2899 18.3545 16.4088 16.7107 16.2438 16.0827 15.9978 18.1224 18.1147 19.7144 18.3557 16.7295 16.7905 21.3652
threshold=-0.86283290253235112 -0.55024281929118113 0.58895901036483078 -0.87782724458594241 -0.87782724458594241 1.0000000180025095e-35 0.41750361118425583 1.0000000180025095e-35 2.0613728068090205 1.6948692418889324 0.52784173437513504 2.1510563581006417 0.32168885820121046 1.0723253152665602 1.4970055419227215 -0.24268636376122529 0.22098564025610395 -0.98189525738057615 -0.89943454299748937 2.5011865743550508 -0.83232418256040475 -0.40255099154497603 1.2661110625217866 -0.70587922983405982 -0.22966134115886017 -0.42887036499747522 2.3113590909611159 0.6626611036561203 1.6118386224586516 -0.6745152071106657
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 20 18 22 8 10 -5 -10 11 15 13 -12 -9 16 -7 -18 -2 -20 -4 -13 24 -24 -6 -26 27 28 -27 -30
right_child=1 -3 3 6 5 7 -8 14 9 -11 12 21 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.0018223928396709811 -0.01518847311501766 -0.00085940327589786078 -0.0011460956922602031 -0.0006629406202006944 0.00034404890286918676 0.0017208432223619168 -0.015440848018002773 0.0074861461121532276 0.024208990839654942 -0.026911287854972096 -0.0068763934400523407 -0.0030628997550445408 -0.027515374211927585 0.024225689543800298 -0.024818820611787286 -0.0034556187857165037 -0.015994494227222031 0.024684452212427585 -0.0041292180237753294 0.019485388267090745 0.017570998894866914 0.044410083439281711 -0.01402246205206553 0.0049943590166444795 -0.012084589037108988 -0.0020999452274046409 0.04276378114702005 -0.014243649943222978 -0.034453518198413219 0.027045310903248593
leaf_count=29559 2047 226509 683 11117 24171 2625 1133 11818 587 97 2001 147 559 232 211 4321 181 971 14848 459 3706 230 811 10101 3769 6784 114 1517 119 504
internal_value=0 -0.00712231 0.0122279 0.0725352 -0.000690275 0.0220281 -0.0163439 0.0781203 0.0101553 0.342031 0.00734239 0.0601452 -0.14931 -0.0639954 0.138737 0.034732 0.142681 0.377657 -0.0944638 -0.0697879 0.300113 0.543287 -0.00701265 0.073302 -0.030066 -0.103098 -0.0400269 -0.0532544 -0.00596556 0.361397
internal_count=361931 332372 105863 17323 88540 71186 12934 23296 11801 684 11267 8475 2792 2233 12029 8098 3777 1152 17354 15307 4389 377 47890 10912 36978 12807 9038 8924 7407 623
shrinkage=0.05


Tree=4414
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 284 986 714 588 906 827 689 840 513 746 1241 421 497 869 1246 145 407 1174 1452 971 1187 213 1122 694 899 356
split_gain=20.7768 17.6303 19.1216 24.245 20.126 18.1031 17.8587 35.3795 30.7595 24.3907 23.2888 22.4803 21.8757 27.4206 23.161 21.5771 21.3655 20.0888 20.0547 19.8001 19.6604 21.3851 19.2868 19.0145 18.4266 17.9111 18.0603 17.6499 17.6459 17.394
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 -0.13752235891992784 -1.0520142078483523 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -0.36836247429892682 -1.1110989058077336 1.593014926627095 1.0454229551509682 3.6288968102052546 -0.67919258870259713 2.6287012352426902 0.64720601568984371 -0.57653763495970078 1.8833302095857707 -0.64509201205844724 -1.2965003005540392 -0.9287500684180785 0.62995620057108082 0.74261133594595197 0.8381811201038577 -1.3621340589973221 1.208462628238625 1.5659648034241096 1.8419729237591864 0.66164029947284309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 9 8 10 22 -8 16 20 -14 -15 17 19 18 23 -11 21 -9 29 -12 -22 26 -18 -21 -7 -2
right_child=1 -3 3 5 -6 28 7 12 -10 11 15 -13 13 14 -16 -17 25 -19 -20 27 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.2817268545770887e-05 4.232771831613663e-06 -4.778638928103424e-05 -4.7316073671265059e-06 -0.00065331128900347367 0.00011885800518562849 -0.00012125480955527415 6.5122028220040228e-05 0.00042684928191795657 -9.0744584517159579e-05 0.00012224747384896036 0.00011618300559326695 -0.00020697290631882856 0.00039689467412972655 -0.0015517226802014522 1.2944839901668018e-05 -0.0004096736320526351 -0.00082635330184512685 -4.4479651437223377e-05 -0.00035009588021176055 5.6856411771557761e-05 0.00014971083621825244 -0.00036003638115321147 0.0002449446122208178 -9.2109895360253938e-05 -0.00012647743017652041 -7.790677245766681e-05 0.00061691693639951469 -8.6456531265007478e-05 0.0003460505899773848 0.00019700697484773959
leaf_count=29559 9505 99935 10513 372 13694 4591 13971 189 46178 8321 9425 2789 1548 55 142 1010 340 67111 662 9423 4556 1066 2975 2704 1250 7064 51 9492 435 3005
internal_value=0 -0.0185291 -0.0085406 0.0434006 0.0692224 -0.11046 -0.0169255 -0.0299378 -0.0398371 0.0193801 -0.0172562 -0.0133194 0.0984888 0.308876 -0.412806 -0.0326412 0.00305828 -0.0289756 0.0519831 0.0344033 0.0462792 -0.225433 0.0941648 0.0712169 0.0916273 -0.103296 -0.618474 -0.00989817 -0.0733276 0.0533362
internal_count=361931 332372 232437 29605 24207 5398 202832 149867 141061 52965 94883 37480 8806 1745 197 80912 34691 79902 12791 27236 7061 1255 15485 12129 5806 7455 391 18915 5026 12510
shrinkage=0.000980392


Tree=4415
num_leaves=31
num_cat=0
split_feature=728 695 1456 1431 1450 1229 61 801 1454 1469 482 1047 1464 1452 563 253 570 692 693 970 1449 1458 1465 1450 1451 260 1464 1236 1109 1450
split_gain=10.3024 13.3152 13.137 12.9614 13.533 25.373 20.0819 19.9032 19.0024 23.3202 21.86 18.3999 17.8855 22.0383 19.0144 18.7684 17.8578 25.3296 19.4847 19.0493 17.4195 28.9737 18.1639 19.5758 17.2187 20.1613 19.1994 20.3194 18.9705 17.0937
threshold=1.0000000180025095e-35 2.9294286516458876 6.5329192360459878 1.0099929608726099 0.88343564287383192 0.68842730247739281 1.0000000180025095e-35 4.2344903169405788 -0.58754815837321106 -0.31527128158191414 0.1573600426269007 -0.52811986057289351 1.20947575187956 0.1870035205360647 -0.67961203839282891 2.9016593983595995 -0.09905039185359793 -0.93649232915716618 1.6148629278281199 -0.5658323012201576 -0.37867692400606195 -0.36867865879579104 1.0000000180025095e-35 1.0083501533591206 0.49644332794650176 1.0000000180025095e-35 1.0388566758402207 1.0296388142365673 0.073980729664823011 0.87081989481316024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 8 -7 29 10 12 -6 -12 15 -14 -15 -10 18 -18 -8 -19 21 22 23 -11 26 -26 27 -23 -27 -1
right_child=1 -3 -4 -5 5 6 16 -9 9 20 11 -13 13 14 -16 -17 17 19 -20 -21 -22 24 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00026966179860568064 -0.0011319279061426386 -0.03093524248271769 -0.051791706586580423 -0.0019712988565780722 0.024455216847784695 0.00062979149211408526 -0.025091788670540929 -0.025636928004543078 0.0041437177880302174 0.043732664127829876 0.022850823087790417 -0.010713847304507539 0.024354204119638515 -0.014668418155986516 0.011589334347448826 -0.039382301783305762 -0.049835848048041316 0.033209370154742811 0.026277338519337612 -0.006300724601984416 -0.0080458746286259774 0.037531277023411247 0.0072569802057016065 -0.039888692197700394 -0.032133190612103416 0.057242484947263556 -0.053682634802271173 -0.014314948019340855 -0.024100700837386177 -0.021630762265278661
leaf_count=185018 108645 362 83 37747 1265 4437 1125 452 11971 36 337 572 1150 481 1356 166 137 210 83 384 3631 573 337 370 179 84 38 127 62 513
internal_value=0 -0.0248093 -0.0234355 0.00432698 0.0105853 0.0548433 -0.063798 0.00320161 0.0909622 0.0703164 0.29373 0.0269928 0.11264 0.260961 0.10994 0.0741068 -0.254024 0.0202593 -0.418456 0.18809 -0.063431 0.117008 -0.258514 -0.607071 0.33913 -0.103012 0.517561 0.595154 0.49232 0.00428854
internal_count=361931 109090 108728 252841 215094 29111 6376 185983 22735 20561 2174 909 15124 2987 1837 12137 1939 731 1208 594 5437 1806 743 406 1063 325 738 700 146 185531
shrinkage=0.05


Tree=4416
num_leaves=31
num_cat=0
split_feature=484 350 535 1262 836 150 1383 839 1118 432 276 704 841 1189 429 225 1207 1254 1242 1329 991 304 1242 1254 836 556 287 659 79 627
split_gain=10.0168 16.613 15.9074 13.8068 13.6479 17.4694 17.222 17.1533 17.1381 19.7889 17.5091 16.9836 16.3404 15.1767 17.9652 15.1367 19.2934 16.0781 14.8338 19.3229 18.1812 17.5129 17.4192 15.4879 17.553 16.5023 14.8902 14.7353 15.3458 14.7227
threshold=0.86097350900685499 -0.46893814160688857 1.0000000180025095e-35 3.7597752838385712 0.65481714002523395 -0.0073843849206691979 -1.5673608939922574 0.85256505592264265 0.72201240628642027 0.10442512547915646 0.11230518943441604 1.3478525003151482 0.45408886996185233 -0.79638226676619384 -0.31603279625205555 0.87146261322891616 1.0000000180025095e-35 -0.72920683208792847 -0.30808594895423147 2.7467850399469356 1.0000000180025095e-35 0.34672724650047859 0.046888828085640419 -0.54406610743290973 0.19827170887632795 0.7173555720318654 2.7849757421470533 -0.65794869715300641 2.2517834139314656 3.0026563858953446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 12 13 11 10 -10 -9 29 14 -7 17 -17 -14 20 -20 21 -8 -21 24 25 -23 27 -22 -29 -3
right_child=1 3 -4 -5 5 7 18 8 9 -11 -12 -13 15 -15 -16 16 -18 -19 19 22 26 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00011235038887143049 -0.0026614366441935814 0.0061432592078822686 -0.011253869933287506 -0.029054908658378776 -0.0094698651209059997 -0.016252529909811051 -0.0027344162121628376 -0.030431599430451092 0.074512331298203616 -0.061918987579826203 -0.011331185697666033 0.042870534825310294 0.057343902208637602 0.0014420735973946208 0.034393335239839881 0.21415988113070319 0.036276506079216911 -0.018775377052045534 0.002036041255953319 0.061884715331186606 0.006898952150642873 0.045444642400136202 0.0086212964523282951 0.0015070773225004418 -0.011989040159187541 -0.010126702343671339 0.06055127973185475 -0.013942610014282337 0.028202975202824429 0.11756901260358098
leaf_count=300911 14687 1171 5387 355 4826 137 4865 567 66 48 50 43 114 2416 371 25 26 82 18975 153 734 429 286 848 180 145 37 3858 119 20
internal_value=0 -0.0330515 -0.0971339 -0.0055871 -0.00195629 -0.0866679 0.0225806 0.0286446 -0.2926 0.365823 0.769832 -0.486659 0.331012 0.105496 0.458622 0.918699 2.35331 0.635333 0.0116135 0.0518306 -0.063408 0.0296479 0.595232 0.249576 0.519264 0.716219 -0.177278 -0.191178 -0.249776 0.171965
internal_count=361931 61020 20074 40946 40591 8524 32067 3698 774 164 116 610 1438 2924 508 247 51 196 30629 19414 11215 6467 439 1602 754 574 4748 4711 3977 1191
shrinkage=0.05


Tree=4417
num_leaves=31
num_cat=0
split_feature=785 705 120 404 608 45 1466 1466 1463 21 21 496 613 1469 488 1456 1049 878 1467 650 747 1122 372 225 1105 758 704 626 1173 814
split_gain=18.2148 14.6504 14.0625 19.4059 21.0215 18.808 18.0144 22.8934 30.2972 33.602 19.4041 19.2137 20.2186 22.8618 22.5508 20.3989 21.0978 18.6296 18.2581 23.431 17.9619 20.0013 19.821 20.8693 22.714 20.4279 18.4546 18.688 17.8715 19.916
threshold=-0.86283290253235112 -0.0050352993931598944 1.0000000180025095e-35 0.76881834321921005 1.6529830500154947 1.0000000180025095e-35 0.37829601484295772 0.33394102906587103 0.26178017910560175 0.81122649975724037 -3.2545899522946695 -0.52318489920737588 1.3156155531097407 -1.0706168552173836 2.0392715530565324 0.32895061178289459 -0.8400934294897805 5.5798733013116184 0.80406431616723528 1.0000000180025095e-35 -0.93005070605929763 -0.64284551309282778 -0.89164644713046382 -0.76570450321901096 2.3770823136491956 1.13883314736912 2.148167327361802 -0.64656176814265087 -1.2721901571064003 1.0187812850078712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 7 10 -9 -10 -2 18 17 15 28 -14 -17 20 19 -12 21 26 23 24 -22 -25 -13 -28 -15 -30
right_child=2 -3 3 4 5 -7 -8 8 9 -11 11 12 13 14 -16 16 -18 -19 -20 -21 22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-2.3716761148043896e-05 0.00067716197068149375 7.8168970219702906e-05 -2.3153018456928667e-05 -0.00012364720023938982 0.00043745865032030509 -0.000471977800131704 3.4125556621326894e-05 -0.00042652159002122699 0.00028565931880679825 -0.00077419567752081667 -2.9629710646682421e-05 2.9448998897105137e-05 0.00019151569952491476 0.00035993619019960031 0.00057262171795126587 -0.00036446447281783545 0.00099804171266977418 -0.0008764532619120035 6.957094949196327e-05 -0.00015219022845719724 -0.00026459686383397654 -0.00015517592573708157 -6.5942167799087777e-06 0.000205932730841234 0.0016656628056201917 -0.00029806802567434375 -0.0006491334763982908 0.0014771440958311604 -5.026378104778478e-05 0.00027060634439182474
leaf_count=10316 211 19243 104729 22787 580 146 45915 1774 707 208 22815 3087 1050 803 403 67 260 127 5503 16374 926 9271 80317 5390 29 422 40 75 7098 1258
internal_value=0 0.0425727 -0.0157135 -0.0368964 -0.108614 0.268594 -0.00431422 -0.0164758 -0.234037 0.082802 -0.0128326 -0.0138035 0.00159669 0.0965704 0.0523468 0.351802 0.787687 -0.00853534 -0.0577824 -0.0770573 -0.00742716 -0.0974303 0.00309756 0.121947 -0.20094 0.171814 0.0681444 0.975889 0.02778 -0.00413528
internal_count=361931 29559 332372 128242 23513 726 204130 158215 2689 915 155526 155315 110623 10939 9562 1377 327 99684 44692 39189 99557 12473 87084 6767 955 5812 3202 115 9159 8356
shrinkage=0.000980392


Tree=4418
num_leaves=31
num_cat=0
split_feature=785 728 120 404 608 1466 1466 1463 21 21 496 374 1467 650 45 477 671 811 1245 1437 633 747 43 631 1425 1463 362 1469 21 1452
split_gain=24.2853 15.7773 15.5886 19.91 20.5199 19.0889 22.7443 30.1299 33.8431 20.1116 19.7741 19.7727 18.745 23.8153 18.7417 18.4719 18.362 21.1312 20.0977 18.2409 18.389 18.0996 19.073 17.937 17.9258 21.7722 20.9174 21.4664 20.6988 20.1947
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 0.76881834321921005 1.6529830500154947 0.37829601484295772 0.33394102906587103 0.26178017910560175 0.81122649975724037 -3.2545899522946695 -0.52318489920737588 1.2786303643043428 0.80406431616723528 1.0000000180025095e-35 1.0000000180025095e-35 -0.61860042855786568 2.6425086185778714 1.0000000180025095e-35 0.26954941293253898 1.0000000180025095e-35 -1.2401164931620514 2.9062597313169154 2.2744972866152193 -0.5832393841042296 -0.49854827941355384 -0.41760968678764326 1.4618128458581461 2.3245041346128787 -1.4580664037135931 0.99496526778696004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 9 -8 -9 -2 12 16 13 -11 -6 -13 17 21 -18 -19 -21 22 -12 -22 -7 26 27 28 -26 -30
right_child=2 -3 3 4 14 24 7 8 -10 10 11 15 -14 -15 -16 -17 18 19 -20 20 23 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00010360683378261901 0.00068471977701055114 6.439390379474734e-05 -2.7143154647250752e-05 -0.00012830101198200734 0.00042694586155213072 -2.4310892788677869e-05 -0.00042777921975535002 0.00028357438700464727 -0.00077732217699221981 -3.2949716543178469e-05 2.2357854063826832e-05 -1.7206064125092857e-05 6.7665548377151871e-05 -0.00015630486711387521 -0.00047886859330250069 0.00014460987760250084 -5.8509314522490916e-06 -0.00012993921193217328 -0.00036819649964058807 0.00068106513189100822 0.00014741767045182432 -0.0002030093481622492 -0.00019898320976390277 -8.3560884908851104e-05 0.00060118926428906082 8.829074351468763e-06 -0.00015614704366494496 0.00086633989718201622 8.4304921983042034e-05 0.00032384769970307038
leaf_count=3396 211 26163 104729 22787 580 18016 1774 707 208 22815 67421 6667 5503 16374 146 8390 1413 12734 1328 245 2346 1796 3019 5264 426 14934 1227 185 9290 1837
internal_value=0 0.0483729 -0.0188599 -0.0411216 -0.113611 -0.00686786 -0.0193681 -0.236024 0.0795998 -0.0157425 -0.0167313 -0.00112096 -0.0612733 -0.0807669 0.258394 0.0775112 -0.0130618 -0.00728062 -0.18679 -0.0745247 0.0105286 0.0104799 0.016424 -0.00740156 0.0333721 0.0676334 0.133239 0.160008 0.147888 0.129407
internal_count=361931 29559 332372 128242 23513 204130 158215 2689 915 155526 155315 110623 44692 39189 726 15057 95566 92825 2741 20589 7855 72236 70440 7610 45915 27899 12965 11738 11553 11127
shrinkage=0.000980392


Tree=4419
num_leaves=31
num_cat=0
split_feature=764 1459 1045 944 409 618 353 84 1116 419 9 1114 831 627 1242 834 1033 899 904 1117 886 625 995 1398 78 1451 902 761 560 1113
split_gain=10.0701 16.3229 16.4238 15.5108 16.0707 17.1957 14.9248 14.9801 16.3484 14.6715 14.4366 14.7349 15.6751 15.0051 13.7964 14.6699 13.7834 13.6642 16.7245 16.6407 14.7494 14.9227 15.2975 14.4187 14.9656 27.4113 14.3692 14.0102 13.999 19.1966
threshold=-1.0384766776915233 0.49900387419946662 2.2017399111753044 1.0000000180025095e-35 0.96281525827728831 0.61571818544004231 2.0190280521279411 -1.5941159994560015 2.7104028592670404 0.87336632844178963 -1.622163315645617 1.3919300528455449 0.36291670635083645 -1.3076806300743453 3.5578112322456241 -0.050115093335573201 2.9473391968022784 2.7286869706391998 -1.1196234516139361 0.43577461331912237 -0.56028990723182226 -0.81642595076698221 1.2752139880854652 -0.74792732054574584 2.6765089013074523 -0.37567724106200656 -1.3598842558656721 0.10152234905338571 1.3973294693859619 -0.8669671782448376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 7 -1 14 -10 -8 12 -12 -14 17 -16 -5 18 19 26 21 22 -21 28 -25 -26 -9 -19 -20 -30
right_child=-2 2 -4 16 -6 -7 10 8 9 -11 11 -13 13 -15 15 -17 -18 27 23 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.013076200466496494 5.2263951648298498e-05 0.0074007107959808312 -0.022841105644766581 0.0088564457413417962 -0.024388240532148033 -0.010663847472336138 0.06806660325191588 -0.03575167650379623 0.019979660983406235 -0.039526577980651054 -0.0071263408437360065 0.039227303646894418 0.094551507721789191 0.013701612361097536 0.047631257630190132 -0.06352958106674729 -0.045583239818599415 -0.032431380945553111 -0.014222614618874418 0.046000726723102507 -0.019335158265443301 -0.010114948861653204 -0.025638831973481768 -0.0036360092988522576 0.14868395351068336 -0.015014181443279335 0.0099296161576952358 0.044393440675621149 0.03841629206141764 -0.009731125921029796
leaf_count=3213 319728 2056 427 4656 474 1180 50 149 593 77 1030 140 29 337 111 30 60 492 4310 149 884 341 53 17753 26 39 2986 33 153 372
internal_value=0 -0.0408109 0.0497435 0.0711055 -0.0466693 0.0109299 -0.0690232 -0.0826481 -0.0644156 0.29135 0.155837 0.112808 0.0311792 0.407794 -0.0754398 0.655676 0.161538 -0.0801072 -0.0722022 0.0647179 -0.160868 0.128622 0.584726 -0.103165 -0.067748 1.12961 0.166105 -0.510378 -0.2297 0.133683
internal_count=361931 42203 8853 8426 3710 3236 33350 31764 28551 670 1586 1536 1396 366 27881 141 4716 27740 27215 4562 1427 543 202 22653 17818 65 3135 525 4835 525
shrinkage=0.05


Tree=4420
num_leaves=31
num_cat=0
split_feature=1022 1154 656 491 997 1466 1453 1466 1149 1329 61 358 14 478 631 116 765 1029 1189 740 765 898 1430 756 1254 1249 1311 1460 75 1391
split_gain=10.0531 24.2689 17.9258 17.1817 17.5813 16.1649 25.0367 20.0356 19.444 18.4544 24.7506 22.9443 17.4418 16.5711 20.7394 17.2355 18.9409 18.3374 16.9316 17.6487 19.1512 16.5155 16.0451 17.2355 16.5092 16.6572 15.9619 17.4215 19.772 16.0786
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.1177813601915951 1.2715548986558056 -0.55302200848745542 0.45502499280034486 2.2885072527523254 0.46396587401086814 3.070608018023568 -0.46579578834019336 1.0000000180025095e-35 0.26581039506735576 2.6089427689143467 1.3930357108364988 -0.98955486356935307 2.2593915598118266 2.4980732875255725 -0.65139616851932414 0.072617332325843956 1.0000000180025095e-35 1.1914475421440447 -0.070524933622599026 1.4660437873930479 0.87309663812090754 0.80151023068481486 -0.38091161193952683 -1.0769336432933228 0.22912600144955811 2.6201870645418066 0.17066259498600739
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 13 -7 9 22 11 -11 -12 -3 -15 16 18 -17 19 -16 26 -18 24 -24 25 -9 -21 28 -28 -29
right_child=-2 5 3 -5 -6 7 -8 8 -10 10 12 -13 -14 14 15 17 21 -19 -20 20 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0099287368010627427 0.00038825240575824299 0.00034038051655994612 -7.2806979710198703e-05 0.0048042158423705792 -0.0046492466876238087 0.050682570577727896 -0.017970604483143551 -0.0064683576267366809 0.032270468423640175 -0.002197642042721886 -0.011443918836399516 0.010848579771445953 0.046647441781159316 -0.019306269603086762 -0.019457784246336179 0.0071220513269016801 -0.0075714320132844772 0.10155689074042927 -0.013060238997605056 -0.015316434276641181 -0.027150541459393052 0.085033061932487303 0.0093314434952876512 0.03645718324026432 0.018364417448859884 0.0072446531215213886 0.0037731852050144157 0.049006308702636191 0.097868706121633481 0.0051538677118790691
leaf_count=8249 190674 63666 24410 4733 43736 107 1060 1930 226 4547 2902 2614 55 1651 758 92 71 38 2667 444 318 64 821 375 791 2852 1544 305 28 203
internal_value=0 -0.0176713 -0.0556324 -0.0435313 -0.0564118 0.00605822 -0.00973633 0.0677922 0.0615204 0.0515953 -0.0111524 0.0569103 -0.198961 -0.00431251 -0.118948 -0.0514186 -0.0731128 0.814435 -0.0948838 0.0213905 0.104816 0.898815 0.140742 0.358944 0.0867871 0.0329233 0.173844 0.259736 0.120264 0.640212
internal_count=361931 171257 81128 72879 68146 90129 72909 17220 17113 16887 10118 7161 2957 71849 8183 6532 6402 130 6267 3600 2842 135 6769 1196 5573 4782 2524 2080 1572 508
shrinkage=0.05


Tree=4421
num_leaves=31
num_cat=0
split_feature=890 407 1235 795 705 623 427 21 243 774 1428 208 1036 646 771 766 492 833 1451 765 1396 800 1389 50 280 706 1185 777 281 692
split_gain=19.3183 25.0832 20.8805 22.516 25.0704 21.5098 20.8952 19.2248 18.5466 18.4563 18.4019 19.3226 17.272 18.065 22.446 18.9374 22.8865 18.3456 16.8701 16.8427 17.8226 16.6398 19.5451 16.5999 17.7224 17.3079 16.5762 21.8169 18.8088 18.7843
threshold=-1.0182342416987082 -1.2965003005540392 -1.24934742919911 -0.29258408639884992 1.2284335450172812 -0.047398826616434804 -0.49991583447284288 -1.6471741456694959 2.192032460598631 1.3233950244699619 1.8149162610659533 2.168146901197614 -0.27642201460151267 0.52332193018248507 2.3330150622409849 -0.79524627635969092 0.31963263101071021 -0.61755487640295481 0.75140231727557782 0.80691504050023155 0.012380116985186184 0.99627618349965741 2.3485144572910177 0.55630078546380823 -0.77089159925350281 1.5724059030450566 -0.37768566685186827 -0.41552343265988922 -0.80462032730450439 1.6839661331033347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 12 4 5 23 -7 -8 -9 -6 11 -5 19 14 -14 -15 17 -17 26 20 -3 22 -22 25 -25 -4 -2 28 -28 -29
right_child=1 2 3 10 9 6 7 8 -10 -11 -12 -13 13 15 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-4.395265963701219e-05 -2.9372544498221775e-05 0.00011258626190003041 -5.4784409981131403e-05 1.100518338795827e-06 0.00015181243274681004 -3.1624952195846525e-05 0.00053460561908611631 6.2422608016831401e-05 0.00026925104119125215 -0.00032303916832793618 -0.00012994362582989167 -0.00018899050692882229 -0.0002274336853582439 -0.00039926199808558151 0.00031978829515194465 0.00097976771640126132 -0.00025647329027655465 0.00021006494684070788 5.5092129249892907e-05 -0.0002070198985908285 -0.000103365184864845 -0.00086809445008260652 0.0016363821907176019 0.0002326623611468154 1.186072133110018e-05 0.00012406249284944445 0.0001186753398846248 -0.00020649303301652094 -0.00015286034026067337 -0.00075421913357834542
leaf_count=96477 15720 5942 29711 101903 10408 10206 441 30191 1953 424 6562 3093 8711 492 383 195 563 979 5215 2157 2423 200 38 2135 6316 3190 2849 8689 3882 483
internal_value=0 -0.00285023 0.00489402 0.0110797 0.0363419 0.0232523 0.0573611 0.0837985 0.0776816 0.136831 -0.0104213 -0.00369242 -0.0703517 -0.144181 -0.198869 0.0570025 0.173239 0.360767 -0.0673052 -0.00170108 0.0438364 -0.129223 -0.0770777 -0.0141444 0.0689062 -0.0389927 -0.0926481 -0.151773 -0.0419041 -0.238049
internal_count=361931 265454 228616 206533 94975 84143 42791 32585 32144 10832 111558 104996 22083 11323 9094 2229 1737 1174 36838 10760 8603 2661 2461 41352 8451 32901 31623 15903 6731 9172
shrinkage=0.000980392


Tree=4422
num_leaves=31
num_cat=0
split_feature=785 519 728 869 507 660 21 264 1463 216 1450 219 1452 138 1453 1374 903 354 852 588 575 1469 590 689 430 726 924 1252 978 633
split_gain=22.2588 17.0577 20.783 24.4625 23.1581 22.0916 20.5337 21.0076 22.9465 21.7515 20.0768 28.2307 24.6574 22.5532 22.1999 20.0393 24.2878 19.8688 19.8082 19.2978 19.5506 19.2863 18.999 20.1007 19.2333 20.7535 18.9962 18.8982 20.6499 19.5164
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 0.65809631222906606 -0.72421686037558375 -1.6471741456694959 0.38646845251715672 -0.16651745093505757 -1.8619119801755339 -0.68105566923231198 0.2013707579116758 -0.58911782507014421 -0.47720217034616946 -0.21402207296325146 -0.66177662735578835 0.51826520557227951 0.77483474773049343 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 2.4543291550814752 0.58895901036483078 0.86385367930994306 -1.2369097968503453 -2.5456679507321813 1.8999064755685127 2.4192096387169548 2.6375975511520715 -0.96673487256783863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 18 -7 8 -8 -10 11 21 14 -14 -12 -15 -17 -13 -4 20 -3 -9 23 24 -6 -26 -5 28 29 -28
right_child=1 19 3 26 22 6 7 10 9 -11 12 17 13 15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=4.4224963576064427e-05 -8.4381566938831592e-06 -7.6882047658416683e-05 -1.7545733770279115e-05 -8.0315375791030298e-05 -0.00013463647391332952 0.00021493942245921337 -0.00010030271682787399 -5.2893513181328388e-06 0.00084484746038642963 -2.2236960757586954e-05 0.00019843871787068819 -0.00028310699497755335 -0.00013315881356739523 -5.2056520654880989e-05 -3.0422425541585088e-05 0.00016493055135323586 -9.8505560211085332e-05 0.00015615487816683532 7.9469305803289017e-05 0.00016056456039837387 6.7413187187239423e-05 0.00071652828451505336 -0.00013145588959431704 -9.7342193178817565e-05 -0.00060424252943947594 0.00023217941343531029 -0.00033098599365716437 0.00082370534576443292 -0.0013167864213891978 0.00012095761131108406
leaf_count=29559 48652 7439 24706 79939 912 2028 44577 5036 158 35285 5924 3763 6003 8554 3082 6430 2260 597 17843 4398 9681 161 1387 1527 146 6559 897 171 73 4184
internal_value=0 -0.0192222 -0.0242533 -0.0344028 0.0138302 -0.0188586 -0.0355958 -0.0393114 -0.064006 -0.0185872 0.000488462 -0.0916802 0.0271042 -0.0126328 0.124818 0.0279208 0.100746 -0.227267 0.0252689 0.0388034 0.00568079 0.0218605 0.105054 0.140625 0.183717 0.220064 -0.0714721 0.0734637 0.044242 0.0625606
internal_count=361931 332372 310854 251671 59183 166407 123858 121830 80020 35443 41810 9557 32253 23247 9006 17244 8690 4360 42549 21518 17120 5197 10531 9144 7617 6705 85264 5325 5154 5081
shrinkage=0.000980392


Tree=4423
num_leaves=31
num_cat=0
split_feature=890 407 795 705 1169 8 658 774 660 221 735 958 816 606 1065 641 495 917 1347 773 1383 1390 77 423 1468 895 558 1251 1451 50
split_gain=20.8294 24.713 21.9753 29.2672 23.6133 21.7959 20.3525 19.3486 19.1217 19.8263 17.6979 18.1474 21.6419 25.4333 20.8066 22.4785 21.327 20.7906 20.0405 20.6597 19.698 19.6585 25.0801 18.9651 18.4954 17.9328 17.627 23.2602 17.5861 17.5555
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 1.2284335450172812 0.48044600209562588 -0.59965326218411641 1.0000000180025095e-35 1.3233950244699619 -0.72421686037558375 1.5927696206574928 2.2560756724538602 1.313041538630376 0.34754775078765171 0.44224916350105375 1.0518754624258557 2.1370914862793571 0.98615041812372606 4.3127385003387806 0.67705179624153933 -0.83074260431828117 -0.48440439011213404 1.617277697914304 0.13053934129748787 -0.30309620381609387 3.9650802667107272 0.27654892694072097 -0.012763642026694605 0.94426310373375466 0.75140231727557782 0.55630078546380823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 28 3 4 8 -6 -7 -5 -3 29 11 12 17 14 -14 16 21 -4 23 -20 -21 -16 -23 25 -15 -13 -12 -28 -2 -10
right_child=1 2 10 7 5 6 -8 -9 9 -11 26 18 13 24 15 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.7171688327273895e-05 -9.2468322181926804e-05 8.8336929784883664e-05 -6.2766034268152852e-05 0.00014625043189875152 -0.0001697584570712016 -0.00010385553145191759 6.0095183577704314e-05 -0.00032562795924249023 -2.7520025034309492e-05 0.000158613614379711 0.00019706252085541359 5.8888759557124061e-05 -1.0145348007649996e-05 8.1681218069229604e-05 -0.00016126429224967671 0.00076865245641838755 -0.00052957361983334804 0.000985112685996131 -0.00094034890694102546 0.00065647328346806573 0.00014645859577694652 0.0012532633517862114 -0.00034670239276729222 -9.6046097332847601e-05 -0.00077715424731861931 0.00045037240622732136 -0.0001273402359839123 0.00061061501191245118 5.6431424899848367e-05 7.0067919607445645e-05
leaf_count=96477 31623 19217 59547 11451 7079 7203 9295 455 36934 3510 3058 3221 30010 14751 3124 98 667 88 80 538 872 88 74 3751 127 620 1789 207 5215 10762
internal_value=0 -0.00458707 0.00309289 0.0268773 0.0134596 -0.0535173 -0.00904367 0.131552 0.0325472 0.00943446 -0.0174612 -0.0235422 -0.0316172 0.00168833 -0.0317517 -0.170157 -0.195201 -0.0622574 0.0743537 0.301384 0.352906 -0.127754 0.570197 0.0238921 0.0765343 0.132635 0.103235 -0.0526454 -0.068492 -0.00325453
internal_count=361931 265454 228616 105906 94000 23577 16498 11906 70423 51206 122710 117656 108574 48939 34061 4051 3953 59635 9082 1490 1410 3286 162 7592 14878 3841 5054 1996 36838 47696
shrinkage=0.000980392


Tree=4424
num_leaves=31
num_cat=0
split_feature=800 1237 76 1254 1040 1047 902 552 983 773 1158 1381 1099 450 970 1246 1407 1459 1463 1463 254 914 1463 1459 1450 1451 1457 1361 1457 1449
split_gain=10.2845 14.4201 15.4595 15.9763 16.1453 13.8669 17.5313 15.3966 15.2243 16.2453 14.8183 15.348 14.5555 15.8827 15.1891 16.3263 15.8348 14.3679 19.9626 22.2504 20.3016 19.39 19.0527 31.5256 35.5356 30.051 26.8638 26.0081 25.8293 24.6459
threshold=-0.57812715656594349 1.4298092310842805 -0.78235470679067287 -1.0631213533407298 1.3000485603298333 2.8162032343233889 3.1779010391057674 1.0087578074614811 -1.3810300081772973 2.3993151849856997 2.1589496738409495 0.74492087880402336 0.56190344819121218 -0.32634562199857364 0.10408616014114798 -1.1275752352374568 -0.89565966470684755 0.49900387419946662 1.3753271246929319 1.35126517569508 2.3914426075998607 0.87743635988514168 1.5087119880913495 -0.22883417501387637 -0.35262914890079794 0.39905032773487564 -0.52260270599167302 0.55035703183932794 0.55479587095569427 -0.39088443435644399
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 17 7 8 -7 12 11 -9 14 -14 15 -10 -17 18 19 20 -2 -22 26 -24 25 -25 29 -28 -27 -20
right_child=5 2 -4 4 -6 6 -8 10 9 -11 -12 -13 13 -15 -16 16 -18 -19 22 -21 21 -23 23 24 -26 28 27 -29 -30 -31
leaf_value=0.0015489242711989538 -0.0015142683171213121 0.02348975919481186 -0.0073708057354016287 0.0025602024073540768 -0.044963938874241369 -0.033044609695437883 0.049220553246542391 0.034540441286741184 -0.053815179112694081 0.036924672025422156 -0.042787683946843805 -0.037688629686099269 0.071682941917066867 -0.0046654229714221621 -0.014941911027129799 0.038785358903020331 0.00322874125877018 0.001021652665471059 0.01209618404933931 -0.054040614137895605 0.0093000895380998504 -0.013112039198459328 0.0052750049804080774 -0.0051266905564313521 -0.020721266160582858 0.0053252696183801584 0.012440638390769879 0.045931293497347564 0.060339617573033993 -0.025525617642969952
leaf_count=64302 209832 545 6139 1303 144 196 132 413 71 156 43 55 86 81 866 178 1328 56884 604 132 3696 706 7712 2084 1972 279 1131 330 145 386
internal_value=0 0.0208129 -0.0823785 0.110443 -0.0325445 -0.0100761 0.134585 0.10304 0.0342182 0.0756904 0.457834 0.567953 0.026511 0.733053 -0.017892 0.105961 0.151542 -0.011996 -0.0209876 -0.0271867 -0.0265986 0.126827 0.0624844 0.0232868 -0.151416 0.0409465 0.244736 0.433599 0.557231 -0.0565726
internal_count=361931 72433 8131 1992 1447 289498 3605 3473 2962 2766 511 468 2610 167 2443 1577 1506 285893 229009 214366 214234 4402 14643 12192 4480 2508 2451 1461 424 990
shrinkage=0.05


Tree=4425
num_leaves=31
num_cat=0
split_feature=785 519 728 507 678 1148 932 634 561 1449 1468 496 1467 209 1469 1464 1468 1458 1453 1458 1450 45 1449 47 588 659 695 981 575 590
split_gain=18.8485 17.5539 21.4606 22.969 22.7054 27.4611 32.3664 23.0304 23.2739 21.6745 27.1822 25.3614 20.3048 21.4445 21.3767 35.4086 25.6611 28.0886 22.3073 23.5232 24.7529 22.1998 23.858 21.351 20.002 19.9077 19.4437 18.934 18.9205 18.9083
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 0.65809631222906606 0.34708990927187483 1.9644670326249816 1.0405860362224371 -1.328187176110053 -1.097318156174292 0.6853839265082079 2.213655904251008 -1.5425561966277996 0.23932947083138087 1.3008348672688597 1.2819698793347565 -0.40927058611327966 0.056726595000534973 -0.54909029163641709 0.028812427815994305 -0.40093626605592042 -0.64727729002047718 3.768802936247563 -0.43673904769945043 1.3600231693380471 0.71188872395471614 0.62821384419828064 1.715484531564538 -0.47408804089335216 1.0000000180025095e-35 0.58895901036483078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 8 -6 12 11 -11 13 26 16 -16 17 -14 19 -17 -21 22 25 -18 28 -19 -9 -24 -3 -5
right_child=1 24 4 29 7 6 -8 9 -10 10 -12 -13 14 -15 15 18 23 21 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.0875333589423809e-05 -6.2153652509752659e-06 -7.3810864150606974e-05 -5.747217652714431e-05 0.00013970578787912675 0.0001981724263264154 1.8525743676296593e-05 0.00042570761795453899 -9.3875697113616929e-06 -0.00033231746399447131 -0.00068538050375524723 -0.00033223245555200347 0.00012139593420030677 -0.00019603167955816521 -0.00018235524376787547 -0.00022561494201553235 0.00087775248278524926 0.00012865431727101081 -7.6091100520382479e-06 -6.008841380379092e-05 0.0012357680256198254 -0.00028747872910428663 0.0014500906703933784 -0.00013638540554052425 0.00066981013309793866 0.00016525394847487145 -0.00039918628714286683 -0.0002003300425535981 0.000204820465498416 6.8260806108210145e-05 -0.00012927008633336612
leaf_count=29559 48652 7439 161511 9144 664 6154 1094 42319 3101 287 730 11431 3598 4529 542 576 3220 2373 302 57 200 42 1076 352 4398 925 2975 3613 9681 1387
internal_value=0 -0.0175997 -0.0227105 0.0160364 -0.0330333 -0.0510391 0.0861559 -0.00326967 -0.221736 0.00333153 0.0865633 0.111106 -0.0134679 -0.036819 0.0539494 0.295083 0.0272321 -0.0251382 0.49878 0.665794 0.107864 0.0458246 0.036207 0.191266 0.0413031 -0.11192 -0.0218139 0.136888 0.00754089 0.106979
internal_count=361931 332372 310854 59183 251671 168759 7248 82912 3765 79147 12448 11718 66699 49823 16876 1677 15199 11627 1135 833 257 8029 7987 3572 21518 3298 45294 4689 17120 10531
shrinkage=0.000980392


Tree=4426
num_leaves=31
num_cat=0
split_feature=785 519 837 412 284 1177 852 557 974 740 769 1191 1107 695 392 503 901 67 1469 21 958 479 1453 1321 1459 1319 182 759 628 212
split_gain=15.9503 14.1094 16.3269 20.0416 16.3977 18.6203 16.0434 22.4957 24.4752 21.0671 22.0911 18.8203 17.5455 21.3738 19.328 19.8521 17.0249 16.2505 16.0769 19.6246 27.2859 20.6744 18.1359 17.4026 20.214 17.0984 16.7307 16.5437 16.2173 16.0654
threshold=-0.86283290253235112 -0.830672104868595 -0.024445983609339975 1.3163541034535433 2.2154822803873588 1.1554228240134157 1.0747610123934368 -0.64171342086905858 0.87952607870720578 1.6535846841559774 0.16349999483111913 -0.57039037624527145 0.78424716708848152 1.4924093300111276 0.52324844451863972 -0.58479719577628297 0.046123738028665102 0.2639097113453524 -1.0706168552173836 1.0000000180025095e-35 1.313041538630376 1.0000000180025095e-35 3.7574571891249255 0.13427343071458325 1.2659885913983882 0.33416370578057403 4.0653996463010689 0.73661381115572511 -0.85454394033463987 -1.1063541903451692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 18 -8 -9 12 11 -11 13 -10 29 17 -15 -16 19 21 22 -3 -21 24 -22 -25 -20 -23 -28 -14
right_child=1 6 4 -5 5 -7 7 8 9 10 -12 -13 14 16 15 -17 -18 -19 26 20 23 27 -24 25 -26 -27 28 -29 -30 -31
leaf_value=3.9219169168196736e-05 -3.8391269867786577e-05 0.00011908630118579881 -0.00012408959047970931 0.00017944786761559117 8.2757112582923243e-05 0.0011738999461192595 -6.5242557189322252e-05 9.5828194668901338e-05 -0.00016011282365958941 -7.6358513679072792e-05 8.63917179640161e-05 -0.00098678151894315011 -0.00080053423471522294 0.00088507260920321488 -0.00061717554664532804 -0.00095358154598224499 -0.00045142074391965587 0.0012318745566284874 -2.4832661912457654e-05 -5.4041970982975481e-05 0.00047341340858775413 -8.1811460587138639e-05 -0.00056023831785682952 -0.00060060023913301283 -0.00052793210010452726 0.00086337251869624812 0.00088922884525586979 0.00019761299509370194 0.00011429461693537169 0.00043409357851824593
leaf_count=29559 26939 12862 22277 2206 508 95 9170 22232 2640 133 235 313 61 139 41 122 67 43 210117 11618 898 6225 322 223 101 42 145 1417 431 750
internal_value=0 -0.0145953 -0.0548803 -0.0172523 -0.112247 0.269826 -0.00857507 0.0355929 0.0667251 -0.0788003 -0.417149 -0.70063 -0.0134408 -0.105824 0.224432 -0.379874 0.540664 0.402838 -0.0157517 0.0287224 -0.0369516 0.0723494 -0.0697734 0.267134 0.383504 -0.294351 -0.0240544 -0.0299247 0.333625 0.367637
internal_count=361931 332372 52025 29145 22880 603 280347 35946 26776 4544 681 446 3863 2846 1017 206 206 84 244401 33708 13204 20504 11940 1264 999 265 210693 7642 576 811
shrinkage=0.000980392


Tree=4427
num_leaves=31
num_cat=0
split_feature=785 519 728 869 660 507 588 21 546 797 907 264 1463 216 569 575 689 590 120 1450 138 566 361 907 980 971 1312 496 1105 382
split_gain=21.7934 20.2324 23.0275 24.1576 24.1078 23.4766 20.3684 20.2968 20.223 20.3714 21.7599 20.1024 21.9206 21.4526 19.816 19.6399 19.4477 19.8749 20.2287 19.0155 21.8384 18.7909 18.6345 18.306 20.6489 19.6047 18.2813 19.8938 19.1585 18.2045
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 0.65809631222906606 0.71188872395471614 -1.6471741456694959 1.4509659974849665 0.63961785378869596 -0.31979344933548404 0.38646845251715672 -0.16651745093505757 -1.8619119801755339 -0.8803382114328292 1.0000000180025095e-35 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 -0.33386868244407664 -0.54380050912685796 2.1059719136688364 0.77263216585426908 0.35530412136214551 -0.086552603707450951 0.27811336328289121 -0.31028029937961582 -0.864472205832716 3.629357023124383 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 8 -2 15 -6 9 10 -4 12 -9 -14 -13 -3 17 23 -19 -16 -21 -5 -22 -7 25 -25 27 -15 -28 -17
right_child=1 6 3 21 7 16 -8 11 -10 -11 -12 14 13 26 19 29 -18 18 -20 20 22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=4.3427472262398543e-05 -7.2218965711322826e-06 -7.315733633036985e-05 0.00012253635415995212 -7.9516999317633325e-05 0.00021130939252844962 0.00010250044035820405 0.00016859064911696733 -0.00010084782883765456 -0.00012316029042886426 -7.0232328978636773e-05 5.7070835409077804e-06 0.0001059461829291357 0.00083540162118116883 -0.00014200991261859453 -7.8306349707173408e-05 0.00015712333267048123 -0.00013208268539482106 4.7259319664678187e-05 -0.00058695521208562273 -0.00012021541075726998 0.00011025416866776134 9.7433113181191267e-05 -7.6604419604171613e-05 -4.2328367487887863e-05 0.00047974178794008275 0.00055210564892095668 -8.5973102970878648e-05 6.5893241319788656e-05 0.0008262461004088145 -2.5476865309720373e-05
leaf_count=29559 48652 7439 14811 82198 2028 5015 4398 44577 5085 6657 15996 6588 158 3613 17112 5161 1511 849 350 4083 10534 3066 3493 1022 1446 338 18313 13189 170 4520
internal_value=0 -0.0193934 -0.024875 -0.035553 -0.0201065 0.0152372 0.0437782 -0.0375841 0.0260032 0.0422241 0.0663116 -0.0412806 -0.0654284 -0.0210562 -0.00234378 0.00971722 0.107127 0.143163 -0.118263 -0.0242742 0.0258176 -0.0723869 0.0667788 0.182309 0.321682 0.118076 -0.0251247 0.0295709 -0.0807321 0.0728987
internal_count=361931 332372 310854 251671 166407 59183 21518 123858 42549 37464 30807 121830 80020 35443 41810 17120 10531 9020 1199 35222 18110 85264 14027 7821 2806 1360 35285 16802 18483 9681
shrinkage=0.000980392


Tree=4428
num_leaves=31
num_cat=0
split_feature=888 21 1470 1470 1316 71 1460 500 779 624 197 1218 570 1467 911 360 12 1177 621 552 637 899 630 362 264 1149 269 285 141 1289
split_gain=10.4607 12.7132 16.6206 15.7626 16.8655 14.9764 14.7365 14.536 13.5406 13.165 13.1116 12.5891 13.2757 12.9237 19.3112 16.08 16.2443 15.0983 14.2276 15.9451 17.9017 23.4745 15.1324 15.7228 15.1097 16.3679 16.7432 16.0987 14.989 14.6874
threshold=1.0000000180025095e-35 1.9458729514926574 -0.66076130397973554 -0.26259658647123058 -0.47828012248930835 0.59938897755816789 0.34242374349339988 -0.34848323780789636 -0.30914334786439429 0.99383553367857747 0.68923901588140069 2.1598224403851116 -0.93124518097182296 -0.42730338151659453 -0.70610236255332337 2.194772928920909 -0.41459691950467975 -0.69175447905034571 1.0000000180025095e-35 0.26924482493389995 -0.39233778924481921 0.97799513449148134 2.7118783890005917 -0.057647998092778478 -0.92193233685461917 1.0000000180025095e-35 0.54710797854737014 0.31133263525027977 1.9266540625236714 0.47721697111235356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 7 4 -4 6 10 -3 -9 -6 -5 13 -13 14 -2 -16 -17 -18 19 20 21 -15 23 -21 25 27 -27 -25 -22 -30
right_child=1 2 3 5 9 -7 -8 8 -10 -11 -12 12 -14 18 15 16 17 -19 -20 22 28 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=2.7045078662370857e-05 -0.0079315422444441331 -0.034582314495323195 -0.011738501992150494 0.016443501259451754 0.07622941731346955 -0.02960871775383005 -0.029669559281894093 -0.031252602296401012 0.040132449697152073 -0.0030710001587554879 0.072851950056990911 -0.06607117375570129 0.011954355593658135 -0.0011208457208962991 0.0019656256113165568 -0.010568836517382607 -0.029961571909612007 0.078598511918361133 -0.0087618903623221649 -0.017955523660247701 0.0043185467439910306 -0.023787534198287458 0.056978322485395021 -0.022485588067299899 -0.0070120731615638246 0.10151054341406429 -0.021999824117371822 0.051080136297992157 0.054259788791664647 -0.027792836355763739
leaf_count=315733 5104 194 54 388 115 112 81 56 96 32 53 39 1020 5720 11471 91 22 94 10618 2241 5360 1042 52 180 1562 57 21 104 164 55
internal_value=0 -0.0424551 0.186422 0.348168 0.864968 0.169623 0.324465 -0.25336 0.274518 1.2146 0.476624 -0.0513039 0.195343 -0.0597493 -0.000448596 0.0536621 0.720245 1.21244 -0.0970446 -0.0463236 0.00454609 -0.094109 -0.190378 -0.210415 -0.0214023 0.494773 1.3862 0.0964533 0.117388 0.761638
internal_count=361931 46198 1181 835 201 634 522 346 152 147 441 45017 1059 43958 16782 11678 207 116 27176 16558 12341 6762 4217 4165 1924 362 78 284 5579 219
shrinkage=0.05


Tree=4429
num_leaves=31
num_cat=0
split_feature=677 878 1458 747 359 629 672 1185 1257 284 641 827 1168 597 276 763 569 95 1313 1463 1462 664 763 1103 1453 1119 839 1461 42 1461
split_gain=18.3299 40.4661 28.7628 24.514 24.4758 23.6567 22.3871 27.9725 21.9522 23.7394 21.6916 21.5413 20.7715 20.9872 20.0315 22.0173 21.8175 19.9393 20.4657 21.3377 22.4568 19.3427 19.5389 19.1424 18.8757 18.2737 19.0182 18.2679 23.3166 22.6711
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.6054386111478895 1.0000000180025095e-35 -0.91781044039400095 0.1034635286001475 -0.65546635319905777 -0.87523980367734622 0.50891970416149668 0.49166935781791793 -0.40264419825682868 0.66757661553793757 1.0000000180025095e-35 0.4590488840311347 1.8793836069301382 -0.9392725662583028 1.2784699903195083 1.1132695708580294 1.0000000180025095e-35 0.06079891412082547 5.9629906940548709 1.0000000180025095e-35 -1.2577710758921266 0.70410601272400342 1.2041679343814773 0.11847829292880666 0.049729482424562106 -0.21004840118973137 3.0390045573981759 0.63802195525331329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 21 17 -8 10 14 -9 -12 24 -14 15 -10 -16 18 -5 23 -21 22 -2 -20 -6 -17 -27 -3 29 -29
right_child=3 27 -4 6 12 -7 7 8 9 -11 11 -13 13 -15 16 25 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00021398610762572815 0.00024461500245658279 1.4052163151669209e-05 0.00022252109654049431 -8.2213606120305212e-05 -6.9451622846820922e-05 -6.9717620743420136e-05 -7.1584316832885094e-05 9.281202427603064e-05 0.00033465270200342431 0.00023583002004128441 2.6394398967594847e-05 -0.00013069890047148893 -0.00027657546824197301 7.0178175005956957e-06 0.00052196992311913046 -8.1250291972702888e-05 -0.00074074907507845514 0.00017981670599293592 8.8188930124604802e-06 0.00012816334610113106 -0.0015517801846415822 -9.1499771592307353e-05 1.5352927651029097e-05 -0.00021184083277486047 9.2950064157526618e-05 -1.8757277762371687e-05 0.00020787958376160311 -0.00017964666196497282 0.00071737092611211359 -1.7777071438086799e-05
leaf_count=15083 1864 67915 1674 17720 47698 40941 10001 15391 1113 5244 16856 5540 8791 2846 631 4596 79 2129 8082 5783 37 11414 35652 2211 4685 3269 3047 7993 166 13480
internal_value=0 -0.0347354 -0.0840272 -0.000487352 -0.0930459 -0.0299305 0.0215906 0.0461867 0.0634166 0.123732 0.0328309 -0.0115968 -0.0734326 -0.195667 0.0729751 0.0520662 0.416226 -0.0206433 -0.0329628 0.0207954 0.120912 0.00561673 0.0281553 -0.0377933 -0.0537105 0.0231358 0.09521 -0.00397242 -0.0647059 -0.072399
internal_count=361931 170331 80777 191600 79103 89871 101729 65767 55766 17979 37787 22396 64020 11637 12735 12025 710 35962 33833 16113 5820 48930 37516 10293 52383 10912 6316 89554 21639 21473
shrinkage=0.000980392


Tree=4430
num_leaves=31
num_cat=0
split_feature=785 727 519 728 507 678 1148 932 634 561 1449 1468 496 705 1249 1467 1317 1469 1464 1468 1458 45 1449 209 47 1453 1470 398 1450 1458
split_gain=17.7097 15.3632 14.78 22.1887 22.2638 21.8765 26.0052 31.9001 22.7725 23.1606 22.041 27.2063 25.2852 19.8232 20.8158 19.4185 22.7402 23.0623 35.6915 24.1016 26.9789 22.6207 22.411 21.919 21.4896 20.4486 22.0044 30.0783 19.298 25.7367
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 0.65809631222906606 0.34708990927187483 1.9644670326249816 1.0405860362224371 -1.328187176110053 -1.097318156174292 0.6853839265082079 2.213655904251008 -1.5425561966277996 1.7937734320387331 0.074613229871913017 0.23932947083138087 -1.3761269121890647 1.2583653301586482 -0.40927058611327966 0.056726595000534973 -0.54909029163641709 3.768802936247563 -0.43673904769945043 1.3008348672688597 1.3600231693380471 0.028812427815994305 -0.70412577816383015 1.373454536460835 -0.35262914890079794 0.75803698021777388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5 -8 9 -7 13 12 -12 15 -15 23 -17 19 -19 20 -18 22 -22 28 -21 26 -20 -28 -10 -30
right_child=2 -3 -4 5 -6 8 7 -9 10 -11 11 -13 -14 14 -16 16 17 18 25 24 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-1.5612963077465293e-05 -3.4543076239764358e-06 8.506336478706268e-05 3.7129177038849689e-05 -5.5355055521949818e-05 0.00010596062519428444 0.00019937957474032371 1.7332131061669885e-05 0.00042170459945744919 -7.113688646891591e-05 -0.00033010781250726048 -0.00068327409245396364 -0.00033069129945874554 0.00012313504589874476 0.00062873623818557756 -0.00012906419534031925 -0.00061675232160357204 -0.00018985070586634571 -0.0002140039949603131 0.00040073011887625196 0.000128028478987696 -0.00010266339179843327 0.0014762172302740133 0.00013727475728350362 -0.00018746735445482706 0.00067257183749928841 -1.9980403228436421e-05 0.0012818217317925179 -0.0012877363159926535 4.4654382734811071e-05 -0.00022602911730249919
leaf_count=12551 48652 17008 21518 161511 10531 664 6154 1094 22536 3101 287 730 11431 436 358 360 3476 544 521 3085 3186 41 4509 4467 349 301 280 26 20295 1929
internal_value=0 0.0412704 -0.0162053 -0.0208963 0.0185226 -0.0313956 -0.0490791 0.0844667 -0.00217457 -0.219604 0.00438723 0.088341 0.112906 -0.0125575 0.350697 -0.0167905 0.0495424 0.0597648 0.310211 0.0312499 -0.0202122 0.0505343 0.0405808 -0.039763 0.192787 0.514798 0.675356 1.12622 -0.0244729 0.0222066
internal_count=361931 29559 332372 310854 59183 251671 168759 7248 82912 3765 79147 12448 11718 66699 794 65905 16678 16318 1672 14646 11212 7736 7695 49227 3434 1128 827 306 44760 22224
shrinkage=0.000980392


Tree=4431
num_leaves=31
num_cat=0
split_feature=733 1048 1249 1163 692 1173 835 842 1386 978 1112 1038 497 1107 994 492 1237 705 635 767 1243 284 837 686 917 983 978 1048 624 692
split_gain=10.4556 13.8538 14.344 17.5838 19.1331 20.2872 17.8729 16.3441 16.8326 17.3816 16.6559 18.6157 16.0228 15.6326 14.9818 17.3289 15.3924 14.8928 21.209 21.3582 20.9936 20.9271 20.7552 20.5947 22.3411 20.3127 19.4554 19.7249 19.0114 18.0623
threshold=1.0000000180025095e-35 -1.080504775683313 0.56238761800628678 0.77744748183203882 1.9064578893329995 -0.75485020228581479 -1.0361939866686443 2.3011036912675191 -1.585178361889755 -0.067489736636247369 0.065714633492243865 0.65770515144710495 -1.1924222707034604 1.1011455466434263 1.0000000180025095e-35 1.9134457968230676 2.7160587941022891 1.4125972960924511 -1.0561507523790512 2.4206703726142518 -0.02417846462088576 2.581792526433365 1.1015310309247408 0.45089741549439122 4.0023836252627669 -0.20250952925242274 0.40382608528515296 -0.027003981474125877 0.5836664870892021 -0.54095142919331707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 4 7 6 -6 8 9 12 11 -9 -4 -12 15 16 -7 -3 21 20 23 26 -22 25 -25 29 -19 -28 -21 -20
right_child=-2 2 3 -5 5 14 -8 10 -10 -11 13 -13 -14 -15 -16 -17 -18 18 19 28 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0023433027080435585 -0.0016660197981434349 0.00059096082795011859 -0.063333070819308321 -0.0050153373137745965 0.036421151752409439 0.034387015244660812 -0.020506031670422982 0.0094771690884998417 -0.0012478785911333049 -0.011389293720412969 0.033609968081271119 -0.032988538603156183 0.046299600821856461 -0.012499330727169744 0.0080129177447436344 -0.053854060082781999 0.11776908790498215 -0.018955304680217749 0.026323832491539301 -0.046059142157519502 0.0027819263513450721 0.070372437785564443 -0.031177247839987599 0.023796948224930996 -0.082465727648042331 0.01613109372122256 -0.024303283622661355 0.038721312425206905 0.032238970335312998 -0.0034899872872717289
leaf_count=35599 71767 181925 35 15069 93 463 403 581 44620 170 461 173 264 115 582 41 34 1143 281 163 2004 36 312 1587 28 1765 112 166 45 1894
internal_value=0 0.00172089 0.00704264 -0.0244912 -0.00361005 0.246997 -0.171303 -0.0123769 -0.0204867 0.442119 0.22714 0.00749369 0.77518 0.502321 0.411764 0.693849 0.792158 0.0164624 0.102726 0.143463 0.162039 -0.171412 -0.0199942 0.233653 0.443813 0.148863 -0.225357 0.307248 -0.551907 0.00690449
internal_count=361931 290164 254565 63104 48035 1616 496 46419 45089 469 1330 754 299 576 1120 538 497 191461 9536 8079 7871 1457 2316 5555 1615 3940 1421 278 208 2175
shrinkage=0.05


Tree=4432
num_leaves=31
num_cat=0
split_feature=785 181 1148 932 1038 471 911 1457 837 277 567 444 1256 487 294 263 1468 48 759 468 1449 692 86 425 759 979 1109 142 1031 977
split_gain=20.7507 17.6113 19.3052 34.0258 17.7535 17.8291 18.5677 17.716 17.2674 25.7782 20.2183 17.8717 16.7438 16.7163 19.0444 16.6259 16.6056 16.1369 15.8559 15.6305 15.6281 15.6181 17.6637 18.4915 19.0914 15.5031 18.285 19.4735 15.4006 16.2394
threshold=-0.86283290253235112 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.88201376903089468 1.0000000180025095e-35 -0.38743231109623372 -0.52602710921920071 0.64384972645585192 1.383899167819199 0.92516156521891413 -1.030303753827398 -1.5427084609334123 -0.9114327310631809 -1.0283642353656171 1.6445160113075163 0.12307085010569886 1.8372674881307383 3.282677285995514 1.2937612979457498 1.9228160082424932 -0.31351541171410385 -1.5238677023059344 -1.626757870849636 2.0742807140516852 -1.4545843342087594 -0.39486812106925545 1.7224421326486479 1.0000000180025095e-35 0.4102856501462529
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 6 -6 -7 12 10 11 -10 -2 14 -14 -3 -9 -15 -12 -8 -18 22 -17 -24 -25 26 -11 -28 29 -13
right_child=1 15 3 -5 5 7 19 16 9 25 18 28 13 17 -16 21 20 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=4.3641946557038409e-05 -0.00014819233045211441 -6.5385480304362036e-05 -0.00024407218777768453 0.00034294659713151156 0.00010600986691508526 0.00028213859282963329 -0.00014404894262049829 0.00012336756054081712 -0.00023879503496960298 -0.00050388536598274111 5.9590504626473322e-05 4.3603530854766472e-05 -0.00020364780604938018 -5.2875175244818019e-06 6.3479360600781528e-05 0.0012875106886354301 -0.00025785463834547713 -0.00010849327387660438 0.0014072420530343807 -0.0008894786875029018 0.0010876445279613609 0.00022041746587459618 0.0010819783284327002 -0.00031156890805490159 0.00093748303011619287 -0.00027791469105311678 0.0005648236313970348 0.0035918332318226045 -0.00011162231671391186 -7.6742268467908445e-05
leaf_count=29559 5270 66760 1206 1780 1763 1992 2039 2643 3840 214 7882 12575 1462 152871 24875 46 939 8804 41 142 38 1850 58 1053 53 4385 212 22 16381 11176
internal_value=0 -0.0176425 -0.00981432 0.0731886 0.0267552 0.0551427 -0.0599576 0.130462 -0.0146087 -0.0533098 -0.0385483 -0.060595 -0.00488022 -0.00175694 0.0506033 -0.0561893 0.0398734 -0.0106539 0.0687458 -0.195752 -0.205004 0.104473 -0.110172 -0.167304 -0.236979 -0.242863 0.330675 0.822533 -0.0468195 -0.0119782
internal_count=361931 332372 262552 12542 10762 9556 3944 5612 250010 56728 51895 43972 193282 188012 26337 69820 3620 161675 7923 2181 977 3060 1210 1164 1106 4833 448 234 40132 23751
shrinkage=0.000980392


Tree=4433
num_leaves=31
num_cat=0
split_feature=785 519 728 678 1148 932 634 561 507 1449 1468 496 290 498 1467 9 209 588 1218 575 689 430 726 533 1458 496 943 1371 899 1179
split_gain=21.746 16.8505 22.7724 23.4194 27.7404 32.0962 23.1186 23.1957 22.126 21.1597 26.8111 24.994 19.717 21.3651 19.7487 24.102 19.792 19.2352 19.1804 18.9936 18.98 20.0437 19.6896 18.8321 20.9199 19.4854 25.8026 24.5528 23.1455 23.6118
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 0.34708990927187483 1.9644670326249816 1.0405860362224371 -1.328187176110053 -1.097318156174292 0.65809631222906606 0.6853839265082079 2.213655904251008 -1.5425561966277996 1.514851825702467 1.5960324900165037 0.23932947083138087 1.707719249046068 1.3008348672688597 0.71188872395471614 3.9048232315577729 1.0000000180025095e-35 1.1511195098725142 -1.2369097968503453 -2.5456679507321813 1.0000000180025095e-35 1.8992776531617575 -0.58156299113013132 1.4693784537238983 1.0000000180025095e-35 0.53463811105147463 0.39823902895220703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 18 -6 7 -5 -2 12 11 -11 14 -14 16 -16 -8 19 23 -3 21 -10 -23 24 25 26 27 -4 -27 -30
right_child=1 17 3 6 5 -7 9 -9 20 10 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 28 -28 -29 29 -31
leaf_value=4.4355098387156235e-05 -5.3325448670741167e-06 -7.5166359948175248e-05 -0.0001112065352209373 0.00019657665860264796 1.8200251962276193e-05 0.00042322749811568773 -3.4218895000576767e-05 -0.00033271905083020087 -0.00016646760755940578 -0.000680406533011724 -0.00033083562712556098 0.00011959406876891506 3.4534019383745949e-05 0.00035018486993695203 6.3380305842296834e-05 -0.0003209380246152308 -0.00019548346906396951 0.00016080388813221566 0.0002853135942746953 6.7047967207440411e-05 -0.00013060194978497866 -0.00052895886749553325 0.00018642146968848814 -4.0528730526857826e-05 0.00011033235675301698 -0.00011549969190809518 -0.00048644206755397052 -0.00042527214851259364 9.6820095154602078e-05 -0.00014974428311326823
leaf_count=29559 48652 7439 17212 664 6154 1094 41928 3101 1020 287 730 11431 3725 1091 14744 999 4212 4398 676 9681 1511 186 7814 90275 2650 32555 3330 3430 7576 3807
internal_value=0 -0.0183724 -0.0233763 -0.0339993 -0.0522633 0.0855072 -0.00378251 -0.222487 0.0165167 0.00282966 0.0850145 0.109362 -0.0137622 0.1123 -0.0258764 0.0433509 -0.050095 0.0392909 -0.0598761 0.00621914 0.105697 0.141283 0.174444 -0.062057 -0.0985489 -0.109536 -0.182075 -0.15031 -0.0782073 0.0193936
internal_count=361931 332372 310854 251671 168759 7248 82912 3765 59183 79147 12448 11718 66699 4816 61883 15743 46140 21518 161511 17120 10531 9020 8000 160835 70560 67910 23972 20642 43938 11383
shrinkage=0.000980392


Tree=4434
num_leaves=31
num_cat=0
split_feature=785 519 588 728 678 1148 932 634 561 1449 496 1468 575 507 1218 1467 1469 1464 1468 1458 45 1449 1453 1458 1450 47 209 533 1458 496
split_gain=22.3813 21.6805 22.5428 22.3471 26.1097 29.0711 32.7654 23.9899 23.2909 23.0412 27.1232 26.2424 22.3334 21.41 20.4981 20.2675 21.6874 36.1663 26.3305 27.7507 22.1604 23.8331 22.117 23.1453 24.6239 21.1174 20.9341 19.7671 21.8243 19.8844
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 -0.49008176997875957 0.34708990927187483 1.9644670326249816 1.0405860362224371 -1.328187176110053 -1.097318156174292 0.6853839265082079 -1.5425561966277996 2.213655904251008 1.0000000180025095e-35 0.65809631222906606 3.9048232315577729 0.23932947083138087 1.2819698793347565 -0.40927058611327966 0.056726595000534973 -0.54909029163641709 3.768802936247563 -0.43673904769945043 0.028812427815994305 -0.40093626605592042 -0.64727729002047718 1.3600231693380471 1.3008348672688597 1.0000000180025095e-35 1.8992776531617575 -0.58156299113013132
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 13 5 14 -7 8 -6 15 -11 -12 -3 -2 27 26 18 -18 19 -17 21 -21 23 -19 -25 -20 -9 28 29 -5
right_child=1 2 -4 4 7 6 -8 9 -10 10 11 -13 -14 -15 -16 16 17 22 25 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.266209926681137e-05 -8.5452107041033336e-06 -7.9678441715428129e-05 0.00017544131885194897 -0.00018424622203419512 0.00019177785151912864 1.6585965435725245e-05 0.00042520278006883094 -2.3816490162026287e-05 -0.00033758806185133091 -0.00071453433790174084 0.00012178693638428663 -0.00031406019950660737 7.4363151175266837e-05 9.849652962441377e-05 0.00029246338756478644 -0.00019783164179739795 -0.00023103356281999139 0.00087549722119360145 0.00012833821167500739 -0.00011306808459821387 0.0014436940905813895 0.00013035354438111022 -5.6277177814330002e-05 0.0012369649118735592 -0.00028186844129044619 0.00066581453717752016 -0.00018264208824583285 -4.4299959009274137e-05 0.00010952669470320168 -8.1640964111046949e-05
leaf_count=29559 48652 7439 4398 23972 664 6154 1094 45294 3101 302 11431 715 9681 10531 676 3598 542 576 3220 3298 42 4689 302 57 200 352 4529 90275 2650 43938
internal_value=0 -0.0209456 0.0443603 -0.0266148 -0.037123 -0.0563699 0.0844772 -0.00524342 -0.227532 0.00149359 0.0871956 0.0999288 0.00855182 0.0128535 -0.0641489 -0.0157981 0.0514519 0.29402 0.0245906 -0.0283639 0.0420762 0.0324869 0.499782 0.665869 0.112414 0.190519 -0.0390925 -0.066398 -0.103689 -0.114871
internal_count=361931 332372 21518 310854 251671 168759 7248 82912 3765 79147 12448 12146 17120 59183 161511 66699 16876 1677 15199 11627 8029 7987 1135 833 257 3572 49823 160835 70560 67910
shrinkage=0.000980392


Tree=4435
num_leaves=31
num_cat=0
split_feature=785 519 728 869 507 660 852 21 264 1463 216 569 689 590 120 588 1450 138 575 1443 487 1004 924 978 633 361 1184 1312 496 1105
split_gain=20.35 17.2461 21.2147 23.6756 23.1334 23.089 20.6473 20.54 20.6384 22.1784 21.8112 19.54 19.4611 19.794 19.8095 19.3872 19.268 21.6722 19.2485 18.4065 20.3663 20.6062 18.302 18.4312 18.2071 18.132 18.2598 18.091 19.987 19.4771
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 0.65809631222906606 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.38646845251715672 -0.16651745093505757 -1.8619119801755339 -0.8803382114328292 1.1511195098725142 0.58895901036483078 1.0000000180025095e-35 0.71188872395471614 -0.33386868244407664 -0.54380050912685796 1.0000000180025095e-35 1.593744732512876 0.055091597408409507 2.17808977339492 1.8999064755685127 2.6375975511520715 -0.96673487256783863 0.77263216585426908 -1.5705656289572736 -0.31028029937961582 -0.864472205832716 3.629357023124383
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 -4 -7 9 -9 -11 -10 13 -6 -15 18 -13 -18 -3 20 -8 -22 -5 24 -24 26 -19 28 -12 -29
right_child=1 15 3 22 12 7 19 8 11 10 27 16 -14 14 -16 -17 17 25 -20 -21 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=4.3547283746059284e-05 -6.0308303595710769e-06 -7.4069091086880902e-05 -1.5815683798562671e-05 -7.7707718881362268e-05 0.0001791549865513252 0.00021643175785261655 5.0067947899931704e-05 -9.8246849243467955e-05 0.00010896892957591444 0.00084667761078288553 -0.00013975485441160808 -7.4856974182852405e-05 -0.00013184177452841918 4.6290921719075209e-05 -0.00058219833184340532 0.00016320935731640201 -0.00011555682409621972 -0.00050762417066227633 6.9207989931259636e-05 -0.00010487859017879945 0.00024562259109287156 -0.0003397612663262325 -0.00027865531477862569 -0.0011963565511786377 0.00014581146361405077 -7.074631958326277e-05 0.00012695048133456381 -8.2699412934886943e-05 6.8867520750804352e-05 0.00083928001214083735
leaf_count=29559 48652 7439 24706 79939 7821 2028 9468 44577 6588 158 3613 17112 1511 849 350 4398 4083 327 9681 2639 5398 338 937 74 4314 3493 10207 18313 13189 170
internal_value=0 -0.0171581 -0.0222231 -0.0324829 0.0163024 -0.0171822 0.0279649 -0.0343053 -0.0380241 -0.0625201 -0.0178427 0.00145113 0.107577 0.143653 -0.117467 0.0412168 -0.0203441 0.0301115 0.00798062 0.084976 0.111747 0.218521 -0.0689903 0.0733538 0.0902653 0.0709419 0.116013 -0.0219486 0.0325001 -0.0773364
internal_count=361931 332372 310854 251671 59183 166407 42549 123858 121830 80020 35443 41810 10531 9020 1199 21518 35222 18110 17120 17843 15204 5736 85264 5325 5251 14027 10534 35285 16802 18483
shrinkage=0.000980392


Tree=4436
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 140 215 968 767 1469 955 1077 354 215 1175 1467 902 647 590 656 1324 810 499 796 772 1315 1466 983 672 570 1421
split_gain=18.9607 15.8308 17.708 25.2403 22.683 21.4337 21.3576 19.8455 19.3815 32.5308 19.2971 18.3296 18.2513 18.4829 17.758 17.6663 17.4345 37.7733 17.1245 17.0463 17.587 18.5387 17.0246 16.9723 18.2593 17.5586 18.7898 18.4675 16.7699 17.0411
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.6294210021612947 1.8255777504023045 0.2895601152112896 2.0084989127880917 -0.60932918271437619 -1.3381350792132791 -0.56067130660624642 4.2406324835638474 2.4724142421012059 -0.80937256918447786 -0.65609391801188754 3.2089320700182484 2.0947916829856985 -0.87782724458594241 0.58895901036483078 -0.55004238126148941 1.2308125216756423 1.1023763779372591 1.5781880640804433 0.38087715954262297 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 -0.4998781572545779 1.0107116206971127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 6 7 8 -5 9 -4 12 -11 -10 -14 15 -2 17 22 -8 20 21 -7 -3 24 -24 -25 27 -27 29 -18
right_child=1 16 3 5 -6 19 18 -9 10 11 -12 -13 13 -15 -16 -17 28 -19 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=4.0825376496079433e-05 -3.1497993853711948e-05 -0.00014144706377620445 0.00018329723410887247 5.7305122952973465e-06 -0.00013047222817456385 -2.7737333694960274e-05 -5.1228298448292906e-05 -0.00032173293743641341 -5.5279008510482375e-05 -0.00066649282981945032 -0.00094168928023201186 0.0010197407815691151 -3.5707231066163249e-05 7.3475476699402917e-05 0.00015345354803404028 7.6492963282638523e-05 8.2052914645534949e-06 0.00036138845509896148 0.00029683727841845809 -0.00050991943563598611 0.00057377272875954409 0.0010405237469376639 0.00024480165930412719 -0.00032501296468008181 0.0012540179672074008 0.00084556044962284219 -0.00061267099334662181 -0.00080372266805271513 -8.1024429628768449e-05 -0.00021152201625825089
leaf_count=29559 147599 3383 399 2026 3849 1805 898 3745 9722 559 102 23 9253 38682 2490 8135 29264 1384 2345 276 441 88 381 540 130 229 100 58 61493 2973
internal_value=0 -0.0177911 -0.00831948 0.0197023 0.0319909 -0.118231 0.0420409 -0.215105 0.0322253 -0.261878 0.0376359 -0.591283 0.0392523 0.0552346 -0.0227353 -0.0261577 -0.0464476 0.0757792 0.210869 0.0634016 0.132348 0.0298708 -0.043654 0.176896 0.529536 -0.0233553 0.348344 0.626192 -0.0562924 -0.00883369
internal_count=361931 332372 232437 74213 65832 8381 61983 5771 58740 981 57759 582 57657 47935 158224 155734 99935 6205 3243 2610 2334 1893 4821 1438 511 927 387 287 93730 32237
shrinkage=0.000980392


Tree=4437
num_leaves=31
num_cat=0
split_feature=785 519 728 507 660 852 21 590 689 1049 583 705 376 417 114 1226 1443 490 487 1004 1113 1110 902 981 1185 1174 991 1185 785 430
split_gain=10.8394 11.9193 20.2042 20.9661 19.2799 24.39 23.7933 19.0504 19.2904 18.6157 20.348 27.1027 20.6164 19.1516 18.4135 18.2282 18.682 18.1981 20.7935 23.2198 18.0728 24.7237 21.1165 21.7965 21.8487 20.1924 19.1831 17.9654 17.9565 17.8955
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 0.65809631222906606 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.58895901036483078 0.86385367930994306 1.4069177371033732 -0.55326332990463356 0.12773391649824176 1.2189113891555967 -0.2824530472047081 3.7888525678453377 2.7860623538189473 1.593744732512876 1.8288977689654324 0.055091597408409507 2.17808977339492 0.39089972370587095 -0.15027243453611253 2.3041659823100242 1.5263264527814182 -0.54685407337253078 -0.58033782246054733 -0.92814047533286648 -0.73592464536621238 -0.38035204659413802 -1.2369097968503453
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 5 20 -6 8 29 10 -3 -12 13 -13 -2 16 17 18 -7 -20 21 27 26 24 25 -24 -23 -4 -26 -5
right_child=1 9 4 7 6 15 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.001826437191085522 0.00028394375122972306 -0.0022827275446643202 0.011607844461573241 -0.0060807001423413111 0.009387401965352803 0.0033418915970177677 -0.0019760718580534033 -0.0064220025993175266 -0.0044140989939118859 -0.0059278145179567556 0.00011230972023126545 -0.00055702478958183789 0.022838572769918686 0.012014132744362973 -0.045209415186345712 -0.019360153225490728 -0.0047398904541698615 -0.013483598489458374 0.013358969773974525 -0.01768809664490445 -0.0051989589911118315 0.0051422695325199358 0.087244920652387412 0.06547122597449985 0.018066487143259327 0.01330774825056621 -0.0058617116385841009 0.0016679756879360631 -0.034148679756815674 0.011258335746326065
leaf_count=29559 48543 5448 3541 912 3398 10304 184587 1387 1527 2833 6134 2209 1217 3677 109 475 3117 760 5529 356 12546 3097 64 82 143 174 12317 10966 215 6705
internal_value=0 -0.00859399 -0.0128256 0.0248894 -0.0228857 0.0119848 -0.0360383 0.111995 0.147735 0.0400706 0.0654153 0.111302 0.199266 0.148071 0.00342371 0.0748573 0.0846775 0.11114 0.12508 0.233035 -0.0217094 0.00759644 -0.0583228 0.335653 0.163139 0.709407 -0.0774403 0.0754544 -0.199731 0.190082
internal_count=361931 332372 310854 59183 251671 63686 187985 10531 9144 21518 18685 13237 7103 5886 48652 20541 20066 16949 16189 5885 43145 30599 16092 678 596 238 15414 14507 358 7617
shrinkage=0.05


Tree=4438
num_leaves=31
num_cat=0
split_feature=890 407 795 705 1169 8 658 774 275 735 958 816 606 917 1065 641 495 1347 773 1383 1390 77 423 1468 895 558 1251 976 208 833
split_gain=15.5382 21.4545 18.5145 25.5252 20.971 21.3874 19.9369 19.1809 17.456 17.2154 18.7157 19.9483 23.9541 20.9058 20.2629 22.2758 21.1755 19.882 20.5353 19.4275 19.3676 25.1789 18.6383 18.4155 17.7428 17.5484 23.2353 17.2079 17.1347 16.8949
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 1.2284335450172812 0.48044600209562588 -0.59965326218411641 1.0000000180025095e-35 1.3233950244699619 1.4897919452469821 2.2560756724538602 1.313041538630376 0.34754775078765171 0.44224916350105375 4.3127385003387806 1.0518754624258557 2.1370914862793571 0.98615041812372606 0.67705179624153933 -0.83074260431828117 -0.48440439011213404 1.617277697914304 0.13053934129748787 -0.30309620381609387 3.9650802667107272 0.27654892694072097 -0.012763642026694605 0.94426310373375466 -1.2189321411439782 2.0903622632335481 0.16839673655146742
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 -6 -7 -5 -3 10 11 13 14 28 -13 16 20 22 -19 -20 -16 -22 24 27 -12 -11 -27 -14 -4 -17
right_child=1 2 9 7 5 6 -8 -9 -10 25 17 12 23 -15 15 29 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.8746511880325356e-05 -6.0342359573395458e-05 2.0802836108775394e-05 -5.0938409859881588e-05 0.00014014451894037755 -0.00016423907487656835 -9.8678533471750288e-05 6.4048142068930507e-05 -0.00033087201637495289 0.00013605372034830487 0.00019935008459133694 6.4033767193721056e-05 -6.941611670940935e-06 0.00046782320288058361 0.00099502192562037615 -0.0001561251969535626 -0.00026736015343608032 -0.00052397289709587994 -0.00093601675962862575 0.00065996233987674106 0.00015245341200121205 0.0012566000234143161 -0.00034972958612995052 -8.9652862907501992e-05 -0.00077600894822360523 0.00045410074319936086 -0.00012491341185224273 0.00061419947434492408 6.835578109106469e-05 -0.0002738867705267715 0.0014217364854311894
leaf_count=96477 36838 63893 57278 11451 7079 7203 9295 455 6530 3058 3221 30010 485 88 3124 45 667 80 538 872 88 74 3751 127 620 1789 207 14266 2269 53
internal_value=0 -0.00179883 0.00536677 0.0272517 0.0147028 -0.0486092 -0.00444967 0.125331 0.0327177 -0.0135406 -0.0195565 -0.027775 0.00426115 -0.0572708 -0.0282606 -0.165041 -0.190028 0.0800971 0.306692 0.358085 -0.122749 0.571361 0.0296999 0.0770462 0.137722 0.105669 -0.0501321 0.0838303 -0.0590447 0.785539
internal_count=361931 265454 228616 105906 94000 23577 16498 11906 70423 122710 117656 108574 48939 59635 34061 4051 3953 9082 1490 1410 3286 162 7592 14878 3841 5054 1996 14751 59547 98
shrinkage=0.000980392


Tree=4439
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 126 1022 140 907 588 1452 1470 1469 1469 1443 506 924 575 978 776 1376 766 650 1049 703 351 773 1450 525
split_gain=18.1519 16.1627 19.8701 23.8971 21.9513 38.559 21.546 21.9786 22.3521 19.759 19.6606 19.476 34.9602 22.0335 20.0019 19.2027 18.7215 18.4818 18.4387 18.3546 18.194 19.568 18.5866 18.3487 20.2923 18.1878 20.3147 18.088 18.1972 20.9286
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 -0.69784808892615657 0.71188872395471614 0.4926003403048807 0.84122639276026845 -0.1067644305262897 1.6911153983873026 1.593744732512876 -0.86624783496930458 1.8999064755685127 1.0000000180025095e-35 2.6375975511520715 2.6594279389030699 0.18805867694879752 0.65728905567517659 1.253152870847948 1.181006381036557 -1.642092651391948 -0.5081152509708099 -1.4424959735046412 -0.2957953744690755 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 6 -6 7 9 -9 -4 18 20 14 -14 16 -7 -13 -5 -3 -19 22 -22 23 -2 25 -25 -27 -8 29 -29
right_child=1 10 3 17 5 15 27 8 -10 -11 -12 12 13 -15 -16 -17 -18 19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=3.9410123429192794e-05 -1.6261153118332845e-05 -7.5111981435318302e-05 7.7392038684227876e-06 -7.8226179601160068e-05 -4.2838025372981799e-06 0.00026297083633938746 -0.000312862102611372 0.00065386655453858109 1.4003236646697467e-05 -8.1615988016767003e-05 0.00016144646470149287 0.00034312060039626442 0.0003255024507879774 0.0011891914925782647 -0.00072669840592780907 -0.00010007002579357443 3.5132297891861028e-05 8.8740857539226174e-05 6.5071073455435867e-05 -0.0011932291791885196 3.0849123421976553e-05 0.00064939069123743373 -9.7639474783809928e-05 -0.00028163943126194015 0.00038445745049553773 0.00029074628176191684 -3.3438264779549224e-06 3.6560146904254809e-05 4.5044749822953318e-05 -8.3244523798641266e-05
leaf_count=29559 26378 7439 17815 79939 18652 4219 1474 372 658 61767 4398 921 996 147 267 840 10708 5251 9681 74 589 416 11976 874 1018 1796 3097 12262 30079 18269
internal_value=0 -0.0179706 -0.0228736 -0.0328038 -0.0174319 0.0457598 -0.0290612 -0.0564591 0.252467 -0.0617579 0.0385292 0.0143976 0.0895804 0.451028 0.0529453 0.211435 0.0634516 -0.0694758 0.00507573 0.073624 -0.00853806 0.28646 -0.0156645 0.0105428 0.115574 0.0600686 0.107631 0.00211094 0.00688237 -0.0331779
internal_count=361931 332372 310854 251671 166407 23711 142696 80612 1030 79582 21518 59183 13039 1143 11896 5059 11629 85264 17120 5325 46144 1005 45139 33163 6785 5767 4893 62084 60610 30531
shrinkage=0.000980392


Tree=4440
num_leaves=31
num_cat=0
split_feature=181 1169 795 549 746 1292 1044 1367 1365 637 219 547 1247 1246 1451 945 864 705 1304 290 87 556 426 1319 763 1468 223 221 416 2
split_gain=18.5257 19.267 18.6424 25.1722 22.91 29.4844 30.8401 27.1005 26.1996 25.8469 21.3036 18.6794 18.8262 18.1638 17.4322 23.6313 17.4173 17.3922 17.7416 17.6337 16.7958 18.0489 16.7579 16.7378 16.6647 23.9557 16.7088 16.5842 22.3446 17.2579
threshold=1.0000000180025095e-35 1.0643747975631468 -0.29258408639884992 -1.3900695809707992 0.66766320980544069 1.0000000180025095e-35 0.50935253059380015 1.0000000180025095e-35 3.6885994790703491 -0.13898157243223117 -0.016966286885044164 0.55489234843406188 -0.38783768709875249 1.7162686212223128 0.10174874292923865 1.0000000180025095e-35 -0.83718411225912115 0.87723755459486374 -0.64587093632554571 1.0000000180025095e-35 -0.63831034428702316 2.4536539289472361 -1.4833241199310387 -0.54994297770893763 0.32722738969737336 2.3634222294985348 2.4618436913715289 2.0566792771333762 -0.65101363962833247 0.43536889678867946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 5 7 13 14 11 10 -6 12 -9 17 15 20 22 27 19 -19 21 -5 -3 -1 -18 26 -26 -7 29 -29
right_child=-2 16 -4 4 9 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 24 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=6.6482039036123948e-05 -5.0045707570277834e-05 0.00066332297716022507 -1.5899212375150396e-05 -0.00050517935536069055 -5.8327187058576174e-05 6.5296641000032018e-05 -5.3121131760661086e-05 -5.7192183868410003e-05 -0.00075980217751631834 0.00018200727262362502 0.00015173638446215086 -0.00020302519284743853 0.00011585437335594647 -0.00013759600992479802 4.5447239422820752e-06 3.2031925386856362e-05 1.2236160716226048e-06 -0.000276528806315256 0.00026107555767024228 0.00028901541404728625 -0.0001722301621069991 0.0009990993282826949 -0.0001513467288522114 -0.00012428425277329435 -0.00010950878132857951 0.00038387282863702884 -0.0007477089845402174 -0.00065703144642686431 0.00067686601897386895 0.00078002003172835137
leaf_count=4213 75166 181 119246 1543 5535 21565 9387 4488 192 8901 3458 1729 9350 1642 5785 3090 34276 625 4645 416 7405 58 12291 10349 14866 594 379 127 381 48
internal_value=0 -0.00589203 0.00290217 0.0250889 0.0375026 0.0187459 0.058047 -0.0342474 0.0295783 0.105024 0.0235028 0.0398749 0.0640977 0.091853 -0.104682 -0.160326 -0.0469496 0.104375 0.210272 -0.0473407 -0.2248 -0.464971 -0.141652 -0.0745945 -0.0274116 -0.101927 -0.124323 0.0766662 0.427444 -0.221102
internal_count=361931 286765 224178 104932 90370 72476 38836 33640 15759 17894 8993 15567 13838 29449 17881 12096 62587 27807 5686 1041 9006 1601 12472 14562 50115 15839 15245 22121 556 175
shrinkage=0.000980392


Tree=4441
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 796 772 1315 1466 983 672 570 1421 747 62 1268 921 775 14 1002 726 540 976 10 1048 912 1117 907 145
split_gain=19.9392 17.7045 20.2587 18.5913 17.7144 37.2547 16.8978 16.9832 18.2386 17.4882 18.8513 18.4803 16.8712 16.8683 17.5375 16.8624 19.1111 16.6344 20.2893 19.8963 19.4955 22.5935 21.8506 21.6424 17.4949 17.0502 16.8304 16.5935 16.4799 17.6817
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.38087715954262297 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 -0.4998781572545779 1.0107116206971127 0.34871943973277292 0.22553477650581719 1.0000000180025095e-35 0.62154522891879982 0.13281703179381904 -0.29015431142025017 0.69854289147193727 1.0000000180025095e-35 0.99026637822014563 -1.1340907276278103 1.1855328726172645 0.275266288594333 -0.078185317478667166 -1.2591097148690287 3.0421924527387119 -0.98357086087459589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 17 5 6 -3 8 -8 -9 11 -11 13 14 28 16 -5 18 19 -4 21 25 24 -24 -23 -19 -25 -7 -6 -30
right_child=1 4 3 15 12 27 7 9 -10 10 -12 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 22 23 26 -26 -27 -28 -29 29 -31
leaf_value=4.1172062375025126e-05 -1.9128966152786349e-05 -0.00014189261095760045 -1.863554868985195e-05 -0.00020034760812219564 -2.8553987198407147e-05 -0.00068872299837144857 0.00024318856849537469 -0.00032596147781999743 0.0012511249414129994 0.00084346916787004513 -0.00061560594589235747 -0.00080560919412367882 -8.3813900721258028e-05 -0.00021295896942506745 0.00014383767032004067 1.2447438901160226e-05 -0.00091016842396174661 -0.00031064214148500836 -6.4949718748286194e-05 0.00011317694710701467 -0.00010915238320968955 0.00032799423256210176 -0.0011324662523878224 0.00034558083381063936 -7.6808540535850997e-05 0.00018556548084544471 -0.00022055844497703326 0.00040607661292484809 -0.00058193763967897888 0.0010232119366689731
leaf_count=29559 190291 3383 10038 689 24941 93 381 540 130 229 100 58 61493 2973 4074 987 271 756 9589 12032 1308 4404 84 388 530 562 508 1291 60 189
internal_value=0 -0.0189087 -0.00889731 0.0345778 -0.0491789 0.0739362 -0.0445754 0.175013 0.527478 -0.0251958 0.345602 0.624003 -0.0590884 -0.011536 0.00555877 -0.170367 -0.389162 0.0451074 0.0209793 0.0575062 0.129243 0.173618 0.229276 -0.0566676 0.289316 -0.0896718 0.0325397 0.364565 -0.0224911 0.649807
internal_count=361931 332372 232437 42146 99935 6205 4821 1438 511 927 387 287 93730 32237 29264 1947 960 40199 31659 22070 8540 7232 5914 980 4934 1318 896 1384 25190 249
shrinkage=0.000980392


Tree=4442
num_leaves=31
num_cat=0
split_feature=785 516 451 506 564 515 789 564 852 1060 728 651 705 507 930 582 476 984 312 650 854 1180 777 1247 1468 699 831 576 624 774
split_gain=21.2953 18.2032 24.7216 53.5762 27.6399 24.555 24.3815 21.6287 20.7592 20.6563 19.652 36.4063 28.8956 30.8962 25.6562 25.4786 24.9954 21.77 21.558 20.9153 20.8772 20.1137 19.8802 19.1044 18.8418 20.8637 18.6664 20.7668 18.6028 19.2641
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.1248358748350926 2.1518408528082529 1.0747610123934368 0.91783665606910081 -1.3163276726681863 1.1107569744011787 0.3847065924170836 0.65809631222906606 1.0000000180025095e-35 1.0844420916666788 0.52296557744356353 -0.55058946993464697 2.2039299641339203 1.253152870847948 -0.87473648844905705 -1.1062005034066538 0.98978689208094306 -0.76114766347539387 0.50871131412698856 0.071153870502645641 1.7241067163927466 -1.0855892681250701 0.69441212966833343 1.8443371421642991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 8 -8 10 -10 11 14 -12 15 16 18 17 -3 20 28 -14 -19 -15 -7 25 26 -25 -28 29 -16
right_child=1 6 3 -5 -6 23 7 -9 9 -11 12 -13 13 22 19 -17 -18 21 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.2768125396643679e-05 -6.1890678085998544e-05 0.00025289621466643736 0.00031093105267693722 -2.9464074624539679e-05 -0.00016543207218026171 -9.705257967097045e-05 -8.7976853731843547e-05 0.00021299547910847951 3.1595287939298027e-05 0.00019435906076521259 -5.3644533613989262e-05 -0.00019327303363881078 0.00016654764344560131 -4.9065262457402415e-05 -0.00014536885892059122 0.00017755971897068923 0.00028208047903904572 -0.00068671270583513667 0.00020075329393873307 0.00018295590378066589 -9.8708147082868519e-06 -5.4004696916142349e-06 -0.0003423330260078717 0.00013013409708379802 -8.8568167867230719e-05 -7.5613831781433314e-06 -0.00078768135758131876 0.00063928277883096188 0.00011384885251500207 0.00035282328913208334
leaf_count=29559 86094 1733 2736 10940 11199 7152 22622 1102 17336 4509 65678 2561 3357 12468 5721 5294 4314 278 2597 2633 32538 3060 1526 9191 4283 8071 68 545 2397 369
internal_value=0 -0.019332 -0.0417204 0.0534443 -0.0533191 -0.041324 -0.0054184 -0.0735225 0.00451521 0.067751 -0.00592236 0.0537663 -0.0181183 0.0171029 0.0854464 0.0455931 0.171183 0.0569915 0.024195 0.0118617 0.00846161 -0.0571967 -0.0778326 0.0209469 0.054908 0.090398 0.162793 0.530232 -0.0428281 -0.113042
internal_count=361931 332372 140279 13676 126603 115404 192093 23724 168369 21845 146524 23066 123458 57780 20505 43786 9385 5071 38492 11120 35895 3338 13994 29310 22158 17875 9804 613 8487 6090
shrinkage=0.000980392


Tree=4443
num_leaves=31
num_cat=0
split_feature=67 21 912 992 493 1452 841 1175 119 971 1469 1320 885 1395 374 71 1080 1079 126 828 1398 1248 284 17 974 1388 1049 823 1324 74
split_gain=11.1809 17.2893 17.3557 22.7584 16.0459 15.6996 17.2737 20.2264 16.4337 16.2944 17.6356 16.9633 15.5715 18.6482 27.2522 18.5289 18.21 18.2761 20.2404 19.7938 20.3829 17.5132 19.3182 17.3502 17.2675 20.9027 16.7893 16.7322 16.7311 16.3039
threshold=1.0000000180025095e-35 -3.2545899522946695 1.5488002574890178 -0.88186080764334462 2.1689593332105237 -0.6197434389686084 -0.55243195428586367 0.90709488650027204 0.56114696576568235 2.3703737966695475 0.95150619086923827 0.037864518837238945 -0.92873225317066288 0.72868613784757896 0.39139331969136187 1.4044957509732769 2.2092738772757108 1.0000000180025095e-35 2.0957164220411455 1.0726466695576369 -0.37971408437887982 -0.69235732078522672 1.1337896714750346 -1.1820082675340851 0.61059480068610539 -0.59374694165814967 0.56378428321114848 0.58908699314668656 1.3192199101611186 2.9526317387676815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 9 10 -5 -12 -2 16 15 23 29 19 -19 26 -21 27 -23 28 -17 -26 -18 -16 -15 -14
right_child=12 2 3 4 -6 -7 -8 -9 -10 -11 11 -13 13 14 21 24 17 18 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.01888300610475771 -0.0029596607859053463 -0.0010934333698426452 0.015919125839352788 -0.021411114347483495 0.022616637523590177 -0.0014466990276039331 0.012031182560108263 -0.036332008040016489 0.028397168148863658 0.054943217874382069 0.042318880772009841 -0.030712458235837556 0.0017524025972693519 0.0056894635922871348 -0.0020624483711102733 -0.020299569944684095 0.012241964773222284 0.017643833814696728 -0.034481528131789833 0.00626581391125796 -0.061725801059866442 0.0066809558025534748 0.029498348100062511 -0.0030732408948822751 0.058225368582069552 -0.0053805350410737994 -0.012480053995765877 -0.055589234844997337 0.047832058942795214 -0.016864630196763288
leaf_count=602 14779 231340 1483 664 480 11941 2600 246 224 52 129 79 67853 1362 1038 1396 1050 2004 91 98 115 2850 489 17134 59 465 437 101 115 655
internal_value=0 -0.0147623 -0.0158321 0.0541702 0.0277526 0.015003 0.139168 -0.0871889 0.0486877 -0.116153 -0.208177 0.38343 0.0129249 0.0224856 -0.0291375 -0.062357 0.0406015 0.181912 0.310905 0.0169462 -0.610267 0.12924 0.207568 -0.0413235 -0.268097 0.0472168 0.100682 -0.119719 0.18043 0.0318711
internal_count=361931 249840 249238 17898 16415 15935 3994 1394 1148 924 872 208 112091 97312 25009 20531 72303 3795 2095 1700 213 4478 3339 18611 1920 524 1487 1139 1477 68508
shrinkage=0.05


Tree=4444
num_leaves=31
num_cat=0
split_feature=62 278 1053 30 61 42 21 1455 1450 424 1040 1457 1230 421 1178 764 1300 1037 1048 641 1469 356 152 556 425 617 1087 352 1111 767
split_gain=10.8289 21.6936 19.8055 18.0042 17.6763 17.4583 17.0624 27.9805 17.4299 16.0889 18.2525 18.1121 22.7869 22.2118 19.8085 17.7653 17.6877 16.9464 21.0835 18.4863 17.8009 17.242 16.8027 16.6993 16.6116 20.5021 17.6569 16.9579 18.6405 16.515
threshold=-0.67845511463764618 1.9000490244519033 -0.75769437646799875 2.1036593115258833 3.2658335243644596 3.0390045573981759 -0.89074317784588486 0.46304910557563933 -0.67183755723879846 2.0413948384304379 -1.4928700777115098 -0.25468194628282853 1.6923484487219613 2.0081428386717 -1.359182157849377 -0.56554330071862957 1.7932276984646622 -0.058179849199646659 0.30193719477684405 3.7016018671129225 -0.98013275004230149 0.60066215734903705 0.41794436154293818 0.79384448643342365 -0.14662244974947169 1.0000000180025095e-35 2.3155123429949773 -1.450306636329687 -0.84943192070279261 2.3415121839409347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 -9 11 23 13 -13 14 -8 -14 22 19 -19 20 -16 -21 29 -11 27 26 -26 28 -20 -12
right_child=-2 -3 4 -5 -6 -7 9 8 -10 10 16 12 15 -15 17 -17 -18 18 24 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0015366924821895503 0.000174230897914364 -0.0088111882155048043 -0.0013958894626090752 0.015040602921473493 -0.019192030078609632 0.016471463060577663 -0.021309623197447357 -0.0063697722180183457 0.012769290649643918 0.022782973775380959 -0.0067268234013124805 -0.0017243237330895611 -0.016083990041344347 -0.021529593865975739 0.0077704411694568933 0.022094512046860332 0.051236714928303298 -0.012998048664086315 -0.062035041098949056 0.064858633514479153 -0.003593646218269313 -0.028628320374582229 0.016849813268533829 0.11528275081086076 0.0048362238345864761 -0.012564877599399777 0.049710966261723138 -0.012719500706585039 0.067491829807608039 0.061478475195154959
leaf_count=18367 244526 5892 16628 1339 1151 788 1389 997 3895 117 1959 33822 194 1558 2318 806 113 5559 24 128 12638 51 754 40 2795 1292 114 2558 65 54
internal_value=0 -0.0254368 -0.0174731 0.0534785 -0.0337408 -0.0301238 -0.0336382 0.034512 0.189268 -0.0519365 0.129049 -0.0601781 -0.0221405 -0.106334 -0.0916367 0.304207 0.0831782 -0.0783577 -0.144543 -0.0186536 -0.0284261 0.820342 0.041025 0.976056 -0.0547296 0.0366051 0.134624 -0.213737 0.785841 -0.0920682
internal_count=361931 117405 111513 19706 91807 90656 89868 21520 4892 68348 3037 65311 34822 30489 28931 1000 2880 27542 12407 15135 14956 179 2767 157 6848 4201 2909 2647 89 2013
shrinkage=0.05


Tree=4445
num_leaves=31
num_cat=0
split_feature=470 602 1367 51 1292 1470 185 1449 198 80 1469 755 269 1462 764 1453 425 1112 291 1322 1462 1468 356 1187 1046 84 1149 951 389 1193
split_gain=10.7737 19.8284 16.5673 17.495 18.1975 18.1468 20.1461 16.9411 19.7287 18.4688 21.8804 19.0729 22.4475 17.9872 22.0998 20.8074 19.1209 17.9861 17.2486 17.2291 22.5704 18.4392 17.111 16.6016 18.5741 16.8609 17.2976 16.4948 16.4734 17.441
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61047007421192445 1.0111847875080273 0.56160999478305407 -0.75931692712540511 0.45051850460492232 0.74561756370782817 3.4235745390380132 -0.8660008967430094 -1.1729032349805202 1.2103694265132638 -0.67312717757827156 0.39165224646214775 0.47885124009651092 0.82266559602565426 -1.0399586210643637 0.293600056978085 -1.0060654719044806 -0.32336645321918672 0.67777773269697705 2.4634311514058238 0.82715239952317376 -0.53058069991266832 0.75997499734915797 1.4358922472702249 -0.45171589405301432 1.3034421516747583 2.0012238438612475 2.2288282675462949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 28 -6 -7 8 9 -1 11 12 -11 15 16 -12 -15 18 -13 -9 21 22 -21 24 25 26 -17 -24 29 -4
right_child=-2 -3 3 -5 5 6 -8 19 -10 10 13 17 -14 14 -16 23 -18 -19 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011222712623003618 0.00031989098396046571 6.3191512111459493e-05 0.0022491484886116341 -0.01125818666980451 -0.039805597033527672 -0.016633839903891088 0.027405821158228164 -0.0066325441365404003 -0.040533220744661896 0.027894162256363937 -0.0076481160405252914 -0.059171700339754468 -0.0023745950944433609 -0.019832949434093059 -0.0096268002755891154 -0.024644913274331399 0.0078176485333824996 -0.018954568679395916 0.045044134902891955 0.016086540297917489 -0.0079777618763857642 -0.030605873931180607 0.002643145054488304 -0.0032356709601766942 0.043979718209287491 0.045457367573590757 0.014299014257814767 -0.050198271760644592 0.021547231561001454 0.032301147075308088
leaf_count=10754 191352 89908 7739 2053 251 477 198 3846 885 439 30435 67 2533 809 2830 505 5367 146 410 3470 1600 188 729 2855 299 165 541 106 635 339
internal_value=0 -0.0200189 -0.0555155 0.0298961 0.0670713 -0.250225 -0.0456683 -0.0752317 -0.0957228 -0.0915865 -0.0706305 0.111104 0.0374165 -0.0916447 0.0184317 -0.123464 0.109396 0.54698 0.773151 0.0282034 0.109247 0.204789 0.239602 0.05359 0.300233 0.12641 -0.0254224 -0.0954165 0.102685 0.0680244
internal_count=361931 170579 80671 11692 9639 926 675 68979 59040 58155 47401 3595 2972 43806 9006 34800 6176 623 477 9939 6093 4493 4305 4365 1510 1211 1046 835 8713 8078
shrinkage=0.05


Tree=4446
num_leaves=31
num_cat=0
split_feature=1430 1298 884 498 632 471 1444 219 645 828 829 704 225 678 126 580 1089 83 1457 1456 1066 1249 762 1311 215 1426 425 1045 955 851
split_gain=10.6822 24.2764 19.5873 16.0364 16.0003 15.7546 15.1882 18.4693 21.07 21.1639 20.4959 18.9986 30.2481 16.6882 18.1594 18.5905 17.1061 25.9752 20.4708 16.1368 15.7738 18.246 20.9981 17.8048 22.9536 17.5822 17.0955 17.0534 15.3648 15.3595
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.66905551989196432 2.3761431599641116 -0.85863777365370852 0.35930717134390644 1.0000000180025095e-35 -1.0259480848092801 0.23562343540265382 -0.32065557026686259 2.432312493499269 0.98606634562282547 -0.32785748370386775 6.0948733974029876 1.402259659649604 3.3108964465999331 0.44837531086292992 -0.76258106101625711 2.1222942755723575 1.3778752582070839 -0.54928301346280928 1.0662867793021273 -1.5372264991435716 1.8044605024247908 1.418659579178706 1.0000000180025095e-35 -0.26923721836131964 1.266544273179764 -0.56067130660624642 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -4 -6 13 8 10 -10 -8 -11 -13 14 15 20 18 -18 -16 -19 21 -1 -23 -22 25 -25 28 -24 -26 -9
right_child=-2 3 4 -5 5 -7 7 29 9 11 -12 12 -14 -15 16 -17 17 19 -20 -21 23 22 27 24 26 -27 -28 -29 -30 -31
leaf_value=0.0019632667291565212 0.00032637982345597101 -2.480296540482181e-05 -0.01904000772136627 0.011989722099519481 0.0032826748457950219 0.023753803790018159 -0.0084534906375741108 -0.0052142960068088592 0.00077775714352407317 0.048879933732235287 0.14070375674910471 0.051600400243679727 0.30552691222614925 0.031265039378437269 -0.016839682870669791 0.014912382895838534 -0.032485808499991692 0.0066101989285785243 0.039287637149801567 -0.03436131908766616 -0.0052261367127277884 0.044467597177989725 -0.017165015244838357 0.011083660499480764 0.083537637483633784 -0.018086841821651697 0.084443402681754362 0.049974425951821971 -0.029844249852866784 -0.016892929816082643
leaf_count=15909 197825 88081 302 1354 1394 612 988 5673 205 163 23 23 22 138 3885 1220 448 1964 79 171 31231 172 2169 1430 23 859 88 76 66 5338
internal_value=0 -0.0197989 -0.0594586 0.00364126 0.139214 0.204389 -0.0696218 -0.171912 0.200351 0.81685 -0.0833343 1.51252 3.26015 -0.0535326 -0.0566155 -0.0389541 -0.186139 -0.031435 -0.30222 0.0714487 -0.0468461 0.0116268 -0.228181 -0.086366 0.154386 0.0582785 0.990518 -0.294228 0.159214 -0.211467
internal_count=361931 164106 74671 89435 2308 2006 72363 12435 1424 413 1011 208 45 59928 59790 53243 6547 2583 3964 2135 52023 18326 2417 33697 2466 2289 177 2245 89 11011
shrinkage=0.05


Tree=4447
num_leaves=31
num_cat=0
split_feature=785 885 1457 81 1107 1002 1461 332 464 1065 568 988 1325 1242 1382 983 1045 1080 718 507 694 608 790 1148 1386 979 1390 499 635 488
split_gain=18.1996 15.3947 22.553 20.5268 19.7151 20.318 22.5777 22.2409 31.0973 23.3778 22.5969 21.2447 19.8607 19.9601 19.7698 19.6369 19.1138 18.0779 18.585 31.0515 26.5545 22.978 33.9816 23.4781 22.5419 23.0836 23.1424 23.3978 21.6363 21.4904
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.1720793062237382 -1.3056775892169139 0.69854289147193727 5.4281164756817288 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 -1.1525449550552225 -1.3820670939764912 -0.1655977563054756 -0.86273403807903126 -1.4119668126558766 -0.30518366188602924 1.0070162970853074 3.9810989087578279 1.0159173274103563 0.65809631222906606 1.2927572326739147 0.66665475971017707 1.8618223311409718 3.073785392405322 0.37625148072740094 1.0333387011967667 -0.97986167291695836 0.14872693232370457 1.5133232492243236 0.20263000255482863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 -3 15 7 -7 8 -6 11 -11 -9 14 -14 -13 16 -5 18 21 -20 28 23 -23 24 25 26 -2 -28 -21 -29
right_child=1 2 -4 4 5 6 -8 9 -10 10 -12 12 13 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=3.9826600308243342e-05 7.3540253095204561e-05 -0.00019636852118980135 0.00046529989522683452 -0.00010348988832680447 -9.4867568799425568e-05 -7.3504170745781669e-05 0.0011387256986222609 -0.00055503992200579692 4.4386592514091486e-05 0.00054635903866227624 -0.00010677151066382805 -0.00042418829259748751 -6.5613862927023806e-05 0.00014791448547376573 3.8585469617830176e-05 -0.00036418099055241161 0.00057559489653240931 0.00025268513701207161 -1.8972184215441235e-05 0.00032673724295497494 2.9534372001740486e-05 -1.7687725293012259e-05 0.00019303494331884602 0.00019484636989225179 -0.00010925406571149624 -0.00013026809835694963 -7.7520418789292063e-06 -4.4762735339692846e-05 -0.00037749915580342035 -0.00018743878818665711
leaf_count=29559 12195 3422 426 1737 20972 11848 56 298 16423 219 4341 532 2160 16630 15925 2120 322 953 39288 2829 5183 33654 3933 1744 45288 14893 46976 17313 220 10472
internal_value=0 -0.017612 0.00558003 0.00307531 0.00836094 0.0142379 -0.0678626 0.0279681 -0.0181364 0.059208 -0.076827 0.0778778 0.0819535 0.127415 0.0276373 -0.171881 -0.00446461 -0.0289968 -0.0306089 0.0100342 0.131126 -0.0423672 0.00586945 -0.0581602 -0.062182 -0.0417271 -0.0257064 -0.0427963 0.285408 -0.101139
internal_count=361931 332372 97431 97005 93583 89404 11904 77500 37395 40105 4560 35545 35247 18790 16457 4179 2059 234941 233988 47520 8232 186468 37587 148881 147137 101849 86956 74761 3049 27785
shrinkage=0.000980392


Tree=4448
num_leaves=31
num_cat=0
split_feature=785 727 971 1189 1299 1122 551 1465 355 57 83 1458 289 1452 87 638 1072 1390 1314 764 1314 561 9 1324 495 1105 565 417 568 1121
split_gain=10.9153 12.1393 11.8993 16.1809 18.0236 17.8129 13.1803 12.7272 15.0344 15.7103 14.2857 13.468 14.9302 13.6415 17.3797 16.4862 17.6242 16.1722 15.5194 13.0284 15.3829 13.5267 12.791 12.6478 14.5665 17.7264 12.8871 12.7872 12.3863 12.2917
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.8891902375834092 -0.29524139367017205 0.69830983612512221 -0.56712738870299328 0.39452944056876682 -0.51923091368911811 0.53509264033087722 4.2206245294315519 2.1827992373410878 -0.53528856453620277 -0.15732177647199505 -0.54449460470202971 0.29049853291630273 0.22341074084940396 1.0000000180025095e-35 -1.0289484995134253 0.67060559438138745 0.61284903023883086 -0.69382824238755914 0.3281170875479858 0.27193553662115127 -0.35167973221439008 1.052571966493087 -0.65742662185023937 -0.8192269477005939 -0.39655428596878906 1.7594399718708342 -0.95888484157604947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6 10 9 -9 11 13 22 17 15 16 -15 -4 -18 -14 -21 -22 23 24 25 -13 -25 -26 -28 -10
right_child=-2 2 7 4 6 -7 -8 8 29 -11 -12 12 19 14 -16 -17 18 -19 -20 20 21 -23 -24 26 27 -27 28 -29 -30 -31
leaf_value=-0.00070040348022616791 -0.00041836937617621071 0.025833075701974208 -0.068369695950312045 -0.024789105013058602 0.058805913916963617 -0.007346357382423039 -0.023957168180059652 0.0099383447870036116 -0.026281759687061902 -0.068192642281557608 0.029952748835557659 -0.060194438578096969 0.012647537110400994 0.00010744420589003585 -0.04924234864339698 0.011893383674391503 -0.058334188414422838 0.013145926390436944 0.0080367610186558441 0.038677920759082329 -0.014275658881294478 -0.087091829217348607 -0.022827952632088911 -0.027436885453931248 -0.00036075049620051071 0.0091093521036067823 0.021799956117662625 -0.085540250259400374 -0.053370135339204532 0.0019012033284738191
leaf_count=12551 332372 287 38 621 60 548 45 7941 242 34 226 60 1752 217 200 268 200 367 73 44 148 45 414 91 33 261 516 57 30 2190
internal_value=0 0.0369152 0.0775769 -0.106316 -0.353519 0.0997827 0.523861 0.0974275 0.143543 0.192067 0.00362288 -0.0211193 0.0544829 -0.212466 -0.363813 -0.210684 -0.461385 0.129382 -0.865679 0.184101 -0.312404 -0.617598 -0.118123 0.0139297 -0.289515 -0.0615264 0.216384 -1.065 0.352781 -0.0135367
internal_count=361931 29559 17008 1561 726 835 105 15447 10407 7975 5040 4814 3451 1363 958 758 490 405 273 1989 237 193 1462 1048 411 321 637 90 546 2432
shrinkage=0.05


Tree=4449
num_leaves=31
num_cat=0
split_feature=890 407 1235 795 705 623 427 1428 208 774 21 243 854 797 958 609 1329 1034 1325 1035 1452 513 593 1061 1004 1036 646 771 766 492
split_gain=18.482 23.972 20.0255 21.9654 23.1927 21.5542 20.8507 18.3711 19.5537 18.2253 18.1006 18.4458 17.85 50.5411 21.6559 25.047 22.5973 19.609 19.0626 21.8705 20.9508 17.5716 20.5642 18.0774 19.66 17.5471 18.2065 21.5137 18.6896 22.8019
threshold=-1.0182342416987082 -1.2965003005540392 -1.24934742919911 -0.29258408639884992 1.2284335450172812 -0.047398826616434804 -0.49991583447284288 1.8149162610659533 2.168146901197614 1.3233950244699619 -1.6471741456694959 2.192032460598631 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 1.0000000180025095e-35 1.5913166995842298 1.5028277523947895 1.9315634833684829 2.9711786819006263 1.0213635525437439 0.5265745529457686 -0.58017643881618097 -0.87357009987099121 0.59444477453878863 -0.27642201460151267 0.52332193018248507 2.3330150622409849 -0.79524627635969092 0.31963263101071021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 25 4 5 -4 -7 8 12 -6 -8 -12 13 21 15 -14 18 -17 19 20 -16 23 -23 24 -5 -3 27 -27 -28 -30
right_child=1 2 3 7 9 6 10 -9 -10 -11 11 -13 14 -15 16 17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-4.2709972588319994e-05 -6.4252768917156625e-05 5.7487928393953976e-07 -1.3645791046995083e-05 -4.7438943395939387e-05 0.00014785010516529698 -3.1243957761285264e-05 0.000522786024537123 -0.00012953213343002383 -0.00018979674441942391 -0.00032461757173221585 6.2957615974237248e-05 0.00026932623189576487 -0.00010759067777477464 0.00026454384218148005 1.5224963555748338e-05 4.8176488677300854e-06 -0.00016998116424445849 -0.00017617955602732162 0.00028256310163071003 0.00084371253594629574 0.00021440790524936644 -0.00032010976918432323 0.00029347111806481049 -0.00016999144900678488 0.00074384201286443856 -0.0002260014953417253 -0.00039496780064813582 0.00031020592872835543 0.00035447733550392706 -0.00025512553749155607
leaf_count=96477 36838 10760 41352 432 10408 10206 441 6562 3093 424 30191 1953 16641 3817 20602 45419 2405 2759 1506 135 2724 302 1047 3937 177 8711 492 383 1174 563
internal_value=0 -0.00248066 0.00509133 0.0111495 0.0361191 0.0235296 0.0576961 -0.0100881 -0.00336254 0.132886 0.0841235 0.0781984 0.00148277 0.088824 -0.00839626 -0.0305136 0.0442875 -0.00636249 0.0631792 0.0464264 0.0407183 -0.0440006 0.162561 -0.114162 0.223072 -0.0686539 -0.14313 -0.19808 0.0589773 0.174453
internal_count=361931 265454 228616 206533 94975 84143 42791 111558 104996 10832 32585 32144 101903 9712 92191 64819 27372 48178 24967 23461 23326 5895 1349 4546 609 22083 11323 9094 2229 1737
shrinkage=0.000980392


Tree=4450
num_leaves=31
num_cat=0
split_feature=785 885 1457 81 1107 1002 1461 332 464 1065 568 988 983 1325 1242 1382 1045 1080 718 507 694 1148 608 790 1386 979 1390 499 635 770
split_gain=20.5362 15.6649 22.2035 20.9857 19.8884 19.8189 22.0302 21.8946 30.1726 23.4303 22.5367 20.9722 19.5726 19.4306 20.2494 19.5598 18.9977 18.5037 19.6739 32.2421 26.3365 22.8651 24.7855 34.2331 22.578 23.225 22.5523 23.1712 21.8994 21.5904
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.1720793062237382 -1.3056775892169139 0.69854289147193727 5.4281164756817288 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 -1.1525449550552225 -1.3820670939764912 -0.30518366188602924 -0.1655977563054756 -0.86273403807903126 -1.4119668126558766 1.0070162970853074 3.9810989087578279 1.0159173274103563 0.65809631222906606 1.2927572326739147 3.073785392405322 0.66665475971017707 1.8618223311409718 0.37625148072740094 1.0333387011967667 -0.97986167291695836 0.14872693232370457 1.5133232492243236 1.2195416972384394
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 -3 12 7 -7 8 -6 11 -11 -9 16 15 -15 -13 -5 18 21 -20 28 22 24 -24 25 26 -2 -28 29 -21
right_child=1 2 -4 4 5 6 -8 9 -10 10 -12 13 -14 14 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=4.3297654145515325e-05 7.1730291214824993e-05 -0.00019836831004350198 0.00046176201765480172 -0.00010400687202333259 -9.3376333670344334e-05 -7.2186649708056211e-05 0.0011270367958900172 -0.00055118435620796387 4.3824151226162241e-05 0.00054503531362363686 -0.00010705001649957139 -0.00042121686949065073 -0.0003642997157739366 -6.7686660715055925e-05 0.00014739145749326162 3.8913129042829284e-05 0.00057277382834078111 0.00025573889803864956 -1.857168333103511e-05 0.00038847714440316334 3.306817824806031e-05 0.00018496984466042594 -1.9658194652057399e-05 0.00019246091090124328 -0.00010983232026134975 -0.00013106528339430456 -8.2077002653245388e-06 -9.9159794405713578e-05 -0.00037870607574748362 -0.00022797380345999867
leaf_count=29559 12195 3422 426 1737 20972 11848 56 298 16423 219 4341 532 2120 2160 16630 15925 322 953 39288 2534 5183 2056 33362 3913 45288 14893 46976 27785 220 295
internal_value=0 -0.0177019 0.00569428 0.0032087 0.00855523 0.0144597 -0.0666174 0.0280219 -0.0177348 0.0590107 -0.0771548 0.0777017 -0.172423 0.0817503 0.126716 0.0280313 -0.00529959 -0.0291816 -0.0308122 0.0109936 0.13435 -0.0429076 -0.0461795 0.00409895 -0.0627462 -0.0422771 -0.0262102 -0.0430836 0.287859 0.335978
internal_count=361931 332372 97431 97005 93583 89404 11904 77500 37395 40105 4560 35545 4179 35247 18790 16457 2059 234941 233988 47520 8232 186468 184412 37275 147137 101849 86956 74761 3049 2829
shrinkage=0.000980392


Tree=4451
num_leaves=31
num_cat=0
split_feature=890 407 795 705 1169 8 658 774 746 395 1449 633 589 2 735 958 1318 418 9 1347 816 917 1065 641 1390 996 0 553 20 909
split_gain=18.3906 23.6033 21.2178 26.183 22.9113 21.5166 19.7267 19.1629 18.1803 23.5553 17.7335 17.2839 31.404 20.657 17.7223 19.2463 21.7471 21.6955 20.2398 19.8436 18.7181 20.9395 20.127 22.7503 20.9708 18.822 19.074 18.7123 24.3445 17.826
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 1.2284335450172812 0.48044600209562588 -0.59965326218411641 1.0000000180025095e-35 1.3233950244699619 1.0000000180025095e-35 1.0000000180025095e-35 -0.5170166133485804 2.3599571370725863 1.4824100882457953 -0.53608542905294554 2.2560756724538602 1.313041538630376 -0.021625039300190139 -0.47965593857782313 2.55539946344383 0.67705179624153933 0.34754775078765171 4.3127385003387806 1.0518754624258557 2.1370914862793571 1.1665713809831055 1.0565563832172893 -1.1652534811993924 -0.40557632866038712 1.1849745307542132 2.4040715245911142
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 -6 -7 -5 9 -3 -11 14 -13 -14 15 20 17 -17 19 -19 21 -4 25 24 29 27 -27 28 -22 -24
right_child=1 2 11 7 5 6 -8 -9 -10 10 -12 12 13 -15 -16 16 -18 18 -20 -21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.4741275630030231e-05 -6.5891482901091195e-05 -7.07385791293864e-05 -6.8543953515552686e-05 0.00014018300509864822 -0.00016818324963104402 -0.00010179983022021931 5.9795288342227501e-05 -0.00033008061801505218 6.3546270107206869e-05 -4.6869953328660373e-05 9.8547146743931205e-05 1.6509708115189444e-05 0.0008628828109396784 0.00023308165299460145 9.6538406323703758e-05 0.00032742009879675445 -7.712547358255531e-05 -8.354496574808156e-05 0.001245371201683144 0.00032257651847535681 0.00010992664773075195 0.00098453608890292196 -0.00021919412201247107 0.00071216150780450439 0.00024900018962092132 -0.00079058786637707505 -9.4984862584802384e-05 -1.5326246487521666e-05 -0.00019611431602246796 0.00040123512617497564
leaf_count=96477 36838 18115 56271 11451 7079 7203 9295 455 35596 5884 10828 5005 271 777 4949 2012 3317 2539 69 718 13604 87 4284 123 498 207 3594 22793 1401 191
internal_value=0 -0.00468798 0.00282188 0.0262184 0.0135267 -0.0525251 -0.00829651 0.125409 0.0323383 -0.0066646 0.048494 -0.0173851 0.0975297 0.411046 -0.0236308 -0.0299858 0.0733479 0.159306 0.0424676 0.0165897 -0.0385649 -0.0680346 -0.00687907 -0.128518 -0.150836 0.0102504 -0.129408 0.0261672 0.0850627 -0.195415
internal_count=361931 265454 228616 105906 94000 23577 16498 11906 70423 34827 16712 122710 6053 1048 116657 111708 8655 5338 3326 3257 103053 56358 46695 5096 4973 41599 3801 37798 15005 4475
shrinkage=0.000980392


Tree=4452
num_leaves=31
num_cat=0
split_feature=785 519 728 869 507 906 57 588 56 553 1469 560 739 651 760 740 689 615 763 1392 924 978 633 575 907 972 1104 382 759 12
split_gain=18.891 17.4327 21.5102 23.2163 22.5882 21.5845 27.3354 20.0668 19.1967 18.6851 20.826 19.673 18.6541 18.2944 18.1745 23.6555 24.73 22.027 19.9442 18.3494 18.1328 18.3149 18.1624 17.9431 17.8767 20.3573 19.257 17.7432 17.4415 17.4032
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 0.65809631222906606 0.10039724912444258 1.4243427035504792 0.71188872395471614 4.3527420364106586 -0.032233800100399751 2.9775633284852119 1.4889352106746172 2.5106116815996127 1.1107569744011787 -0.0042716488657764022 2.6399776226761449 0.16364321731367579 -0.59108387774323179 0.23729839874194067 1.3479846738487409 1.8999064755685127 2.6375975511520715 -0.96673487256783863 1.0000000180025095e-35 0.33730151947687537 0.25545300750679895 0.61849375591456124 1.0000000180025095e-35 -1.8263110111995589 1.3623855686193187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 9 8 23 28 12 11 -11 14 24 15 17 -17 -4 -18 -19 -5 22 -22 -3 26 -26 -6 29 -7 -25
right_child=1 7 3 20 13 6 -8 -9 -10 10 -12 -13 -14 -15 -16 16 18 19 -20 -21 21 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=4.1199544731693987e-05 -5.7038343238700092e-06 -7.1661273550092521e-05 1.2098490682915998e-05 -7.7583444834641188e-05 3.2256794623841114e-06 -0.00051214668894391971 9.5217115747271935e-05 0.0001654506707044677 0.0011506913653361118 -3.2665330169895079e-05 0.00082892831932853089 -0.00030075035628456128 -0.00032744159054088186 -0.00015105222452412595 -3.4244047859187682e-05 6.9121274340811493e-05 -0.00057136927393880833 0.0001288676171840851 0.00026979860056661436 -9.415426538734e-05 -0.00027877015306097602 -0.001193301323853622 0.00014528147999040694 0.00011068273731064512 0.00011899957308325326 0.00045620878784400704 0.00029508257836042238 -2.9081763616794222e-05 -6.7542965611666809e-05 0.00051977206756625689
leaf_count=29559 48652 7439 23781 79939 4767 716 5532 4398 44 36047 133 1558 896 1168 18094 756 808 19561 153 1859 937 74 4314 4662 1967 1394 1235 4520 56469 499
internal_value=0 -0.0173263 -0.02242 -0.0327533 0.0163763 -0.0176001 -0.0541492 0.0413644 -0.071385 0.00217886 -0.041236 -0.0448174 0.0243937 0.106561 0.0284551 0.0510821 -0.193578 0.0614356 -0.440568 0.111512 -0.0689132 0.0728607 0.0897328 0.0075389 0.138054 0.265782 0.0676698 0.068013 -0.0730231 0.154403
internal_count=361931 332372 310854 251671 59183 166407 62761 21518 57229 103646 37738 37605 65908 10531 65012 46918 1717 45201 961 21420 85264 5325 5251 17120 9363 3361 6002 9681 57185 5161
shrinkage=0.000980392


Tree=4453
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 333 678 1218 678 908 209 1449 1468 873 1465 665 1080 1329 1241 650 588 1456 518 823 1240 645 290 356 28 1108
split_gain=18.394 16.8372 23.4208 23.8425 37.9901 36.0472 24.5435 24.4951 23.1224 21.222 21.1686 23.2768 22.4116 20.7968 28.1436 28.1093 27.9598 23.5579 21.9079 20.7789 20.6008 20.4139 20.382 20.0159 19.9166 19.6663 19.3004 19.2594 20.0311 19.108
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.0308016862606064 0.34708990927187483 3.9048232315577729 1.0000000180025095e-35 -1.4446427012740177 -1.038133627958042 0.6853839265082079 2.213655904251008 0.45120890067825536 0.56487967955244278 0.85652824257920523 2.2092738772757108 0.43584835922152426 -0.31721277594761715 1.6923072129381651 0.71188872395471614 0.48268798061829216 1.0794040238867422 2.7559558503392179 1.0000000180025095e-35 1.0999280683389623 1.5512262255503753 0.3567495888538128 1.0000000180025095e-35 -0.82427975672879372
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 6 8 -6 7 13 -5 -8 -11 23 27 17 15 21 18 -4 -17 25 -3 -15 -21 26 -7 -2 -12 -13 -29 -19
right_child=1 20 3 4 5 24 9 -9 -10 10 11 12 -14 14 -16 16 -18 29 -20 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.1514499125320633e-05 -1.4717500582184313e-05 7.0364386131844265e-06 -2.0919222263861234e-05 -0.00020438454236865501 0.00031617910946314128 0.00022004913168021566 -0.00023216557796423514 0.00033888436517095073 5.6734042552927452e-05 -0.00014992682767836894 -1.690042837269854e-05 0.00019283051900001154 -0.00030597151880094002 -0.00012712670404283789 2.5980765308361526e-05 0.00015970923694565286 0.00042298611593184895 6.1329708511341713e-05 -0.00015937093426977441 8.489745909856469e-05 0.00016722123493990982 -0.00028399367873651959 0.00043271548074745245 -0.00042204777408880688 -0.00054496609944637087 0.00010272669727791374 0.0001271307313085172 0.00016693446876860137 -0.00014108272954134303 -0.0001463876965080028
leaf_count=29559 45197 17120 88823 2881 3351 237 3004 651 4547 5719 54362 6446 622 26849 7352 1712 642 3517 3208 5368 4398 6213 857 1034 374 7761 4067 1818 2041 22201
internal_value=0 -0.0162376 -0.0212439 -0.0320252 0.0665375 0.233632 -0.0377352 -0.0570242 -0.0314655 -0.00596083 0.000116454 0.00950108 0.101044 -0.0594654 -0.101686 -0.12937 0.0216071 -0.0395781 -0.0441739 0.0192515 0.0414517 -0.157915 0.143586 -0.00880859 -0.23931 0.00443463 -0.00470694 0.124481 0.00270984 -0.116284
internal_count=361931 332372 310854 251671 11390 3962 240281 161168 7428 79113 76109 70390 10927 160517 45976 38624 5562 114541 4920 59183 21518 33062 6225 59463 611 52958 58429 10305 3859 25718
shrinkage=0.000980392


Tree=4454
num_leaves=31
num_cat=0
split_feature=890 407 795 705 660 774 706 87 989 565 1382 1470 1289 424 284 1321 421 633 589 2 671 1175 407 666 570 1116 909 80 335 223
split_gain=11.2926 18.1402 16.4738 23.4561 19.5835 19.0615 17.7609 20.1205 19.6247 21.5448 17.7971 17.1278 19.9163 19.027 18.2377 17.0844 16.9257 16.4194 29.9853 20.7006 16.454 20.5913 19.1528 17.8215 17.6269 19.6944 24.1333 22.2507 20.6748 19.701
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 1.2284335450172812 -0.72421686037558375 1.3233950244699619 1.6846785363603172 -0.21577843703469049 -0.86160277807608832 -1.0981776715483766 -1.2717482033835055 -0.70412577816383015 2.2864860975783183 -0.1857161308693219 0.013311271804898181 1.6970736544394123 1.6039633566945419 2.3599571370725863 1.4824100882457953 -0.53608542905294554 2.6425086185778714 -0.12241444722202209 0.23418493143581962 3.1569310267559065 -0.4998781572545779 2.8395370799469446 0.83249615684863543 0.75849193475221777 1.8693870961107655 3.0701443829635378
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 11 -5 7 -6 -9 15 -8 12 13 -3 -13 -10 -16 20 -19 -20 23 22 -22 24 25 27 -27 28 29 -4
right_child=1 2 17 5 6 -7 10 8 9 -11 -12 14 -14 -15 16 -17 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0014962613421281509 -0.0026399268301744877 -0.0077194622306776053 0.0030097372449965519 0.0070741408710364015 0.0012238185980326731 -0.016949088624169328 -0.023691356758119828 0.0076671055024451268 -0.021570925078673656 -0.0029525950715303447 0.0094998408703760497 0.001826814709505767 0.017248884398175145 0.0039308954632081995 0.0098529251551436586 0.032080893107910471 -0.013971296216536838 0.0012128071731590685 0.044070033537748854 0.011830571961159263 0.017413591852852111 -0.015998480937131399 -0.0090971940135055902 0.0098286166862204278 -0.0016436965208780142 0.037901735406085338 -0.03639416480748852 -0.0044169191459268401 -0.015950120423445579 0.039213821103889622
leaf_count=96477 36838 3999 23761 11451 34661 455 307 2053 1599 25890 3722 9426 608 3027 8173 100 435 5005 271 777 546 1771 761 1761 79676 294 71 6958 876 182
internal_value=0 0.00233457 0.00893047 0.0296222 0.0175701 0.123887 -0.00322866 -0.0121171 -0.0567446 -0.0735728 0.150066 0.0690054 -0.0186972 -0.0536803 0.106057 -0.362271 0.176853 -0.00893927 0.103438 0.410539 -0.0150509 -0.169798 0.0358073 -0.0103614 -0.0142748 0.0296049 0.519365 0.0233506 0.0547314 0.0658935
internal_count=361931 265454 228616 105906 94000 11906 68332 64303 29642 27589 4029 25668 7634 7026 18034 1699 8608 122710 6053 1048 116657 3078 1307 113579 111818 32142 365 31777 24819 23943
shrinkage=0.05


Tree=4455
num_leaves=31
num_cat=0
split_feature=612 733 785 705 423 841 1124 1469 131 1454 192 952 138 803 1214 1452 1450 1092 691 488 1449 1391 693 1385 705 832 1011 419 1249 1258
split_gain=20.8456 19.6465 20.1943 18.3249 17.7513 19.9706 18.0963 17.5485 20.9434 20.8187 19.0734 18.5555 18.4082 17.9728 19.6789 17.7913 18.7086 23.3645 22.7443 19.3176 18.5863 18.5145 17.4612 16.7921 17.2411 16.6235 16.5478 18.1624 16.6914 20.1299
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 -0.064995590440889636 0.2014999529365322 1.6230973609042669 0.061729565717099602 -1.0234077568651669 -1.2826351221583661 -0.94795818613911831 2.8552794598869204 1.0000000180025095e-35 -1.4595276673613251 1.9682860324222273 -0.58519880192266938 0.82711375264874976 -0.070412655075119956 0.36694858945246428 1.8603227875813368 -1.3859248897091716 1.6835273741192649 -0.15090160827460916 -1.0867039203168753 0.61333924335532719 0.99715813669032338 1.5244696660474732 3.1117664249846109 0.30887926245453673 0.79216563555719011 0.48964294068787712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 10 11 -10 15 -9 22 26 -15 16 20 18 -18 -19 -4 -20 -11 24 -21 -12 28 -28 -14 -30
right_child=-2 -3 4 -5 -6 6 -8 8 9 12 25 -13 13 14 -16 -17 17 19 21 23 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-2.5462855210767242e-05 -6.656699450140294e-05 -4.8443607176039044e-05 -4.5658695435629468e-05 0.00010770464833988602 -3.4321799299341319e-05 -0.00015708890264690481 6.7254756788656756e-05 3.0162230996488396e-06 0.00021696969612040995 -0.00017908173562714762 -0.00049200986186319481 -0.00013325922175781824 7.2715805329118463e-06 -5.3526085131427653e-05 0.00021280570876368226 0.00017484538850410876 6.1793536042111055e-06 -0.00093302237538713385 -1.6446436489702118e-05 0.00026320106038417158 0.00033586509331135454 0.0011367953876523988 0.00029992567506155129 -2.2953251090894003e-05 0.00068087620747587499 0.00129463538802999 0.00042543231116314929 -9.3319365664856107e-05 -2.5361516903899742e-05 -0.00021349677188854549
leaf_count=7038 45494 62018 9526 15362 79052 6470 2573 11734 2481 583 420 11454 69728 1804 3509 5485 5432 75 116 1452 570 132 1945 553 541 21 733 440 11189 4001
internal_value=0 -0.00718897 0.000820583 0.0648023 -0.00564319 0.00798727 -0.0966084 0.0142907 0.0024546 0.0158025 0.0661883 -0.0649941 0.0105859 0.00567599 0.124653 0.0740202 0.0413273 0.114975 0.0356285 0.274484 -0.022631 0.66475 0.208548 0.300174 0.386569 -0.39284 -0.00249805 0.239126 -0.00645849 -0.0771632
internal_count=361931 316437 254419 22400 232019 152967 9043 143924 119601 96413 24323 23188 93932 91404 5313 23882 18397 8301 5680 2621 10096 248 2528 2546 1993 441 86091 1173 84918 15190
shrinkage=0.000980392


Tree=4456
num_leaves=31
num_cat=0
split_feature=181 1169 864 426 353 753 795 549 746 1292 1044 637 1367 1365 219 1246 547 1247 1319 1451 945 87 556 619 293 1311 21 912 869 12
split_gain=11.3373 13.2237 16.5857 16.8283 16.4069 16.3737 15.8701 21.2025 19.0727 26.5802 29.3474 25.4267 23.2044 26.4537 20.115 17.4474 17.4194 18.0297 17.2934 16.7535 23.7321 16.7284 18.3367 16.5891 16.3753 16.1519 15.9495 22.1218 19.9121 18.6545
threshold=1.0000000180025095e-35 1.0643747975631468 -0.83718411225912115 -1.4833241199310387 3.0900063795199553 1.4855173375900519 -0.29258408639884992 -1.3900695809707992 0.66766320980544069 1.0000000180025095e-35 0.50935253059380015 -0.13898157243223117 1.0000000180025095e-35 3.6885994790703491 -0.016966286885044164 1.7162686212223128 0.55489234843406188 -0.38783768709875249 -0.54994297770893763 0.10174874292923865 1.0000000180025095e-35 -0.63831034428702316 2.4536539289472361 3.4445987944286789 -1.4483498723868022 0.66953278919738846 -0.32341995197817647 1.7062504744213742 -0.57653763495970078 -0.41459691950467975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 7 18 9 12 15 14 19 16 -10 -11 17 -14 -1 20 21 22 -9 -13 -19 -21 27 -8 -28 -30
right_child=-2 2 -4 4 -6 -7 26 8 11 10 -12 23 13 -15 -16 -17 -18 24 -20 25 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0041449476127659026 -0.001705779807760053 0.052876160503669223 -0.00068268299919923821 -0.0072776462750352051 0.069922738696101425 -0.05894980767848243 0.00074009855002402634 -0.025237766163565933 -0.0029771788996428281 0.0053143968621987107 -0.002448069717088823 0.0098555764093536981 -0.0027164708001315512 -0.038949662500386902 0.0074685536525456869 -0.0067220092232198785 -0.0098631013043866296 -0.034845072942322614 -0.0058022498575404828 -0.003283526508091255 0.0023504253426705757 -0.008164775581115568 0.052693079253558345 -0.020182384448213731 0.0064651914698681829 0.011217220664401617 0.0020009673567134554 0.012562334654884664 -0.0050997609322318109 -0.00093559915695999661
leaf_count=4213 75166 121 50115 12258 33 60 40601 1543 5535 27807 9387 8648 4488 192 3458 1642 1729 135 10349 4235 3090 7405 58 253 9215 1550 15731 1940 21528 39446
internal_value=0 0.00142015 -0.0328048 -0.125882 -0.138726 0.699302 0.00872045 0.0292764 0.0406934 0.0235048 0.0609086 0.102496 -0.0270836 0.0321354 0.02136 0.093983 0.042526 0.0659672 -0.0627417 -0.0927054 -0.147611 -0.212605 -0.453809 0.182711 0.119058 0.0150204 -0.00897839 0.0270338 -0.0278734 -0.0469509
internal_count=361931 286765 62587 12472 12291 181 224178 104932 90370 72476 38836 17894 33640 15759 8993 29449 15567 13838 14562 17881 12096 9006 1601 8901 9350 5785 119246 42541 76705 60974
shrinkage=0.05


Tree=4457
num_leaves=31
num_cat=0
split_feature=50 56 10 195 144 141 1454 1452 1257 75 520 1393 845 499 1460 158 1465 560 1390 79 501 1202 92 1463 23 282 154 1254 856 432
split_gain=11.0689 20.9912 14.4752 22.0446 16.9943 20.2757 18.6274 16.8927 16.8482 16.4945 21.5347 19.6351 17.5209 16.2041 15.8053 16.6844 17.746 16.6483 19.4068 18.7886 15.5896 15.5601 15.518 16.7055 16.216 19.3335 18.5797 16.7026 16.3355 16.902
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.4300579965213711 3.4643624210569857 -0.33957554213571883 -0.39553499808660209 -0.84722408107669478 0.065831437678632129 2.1097588360107875 -0.5004359974899294 1.0000000180025095e-35 -0.33399930154883578 -0.32058132839108605 0.55714439853991571 1.7056088962726312 -0.01388141786601123 0.18254151478801925 1.0876148202671752 -0.13646074321402271 1.360171330645161 -0.14859227737340808 1.2830655795808499 0.68037530202104535 1.1779567482289683 -0.3426199867427428 0.17069617868529693 0.20883530024841376 1.1982403549455694 1.4211049687363173 -0.13952011827893915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 14 9 13 -8 -7 11 12 -11 -4 15 -1 17 -17 -19 -20 -16 -10 24 -24 25 26 -6 -27 -28 -30
right_child=-2 -3 3 -5 22 6 8 -9 21 10 -12 -13 -14 -15 20 16 -18 18 19 -21 -22 -23 23 -25 -26 27 28 -29 29 -31
leaf_value=-0.0094634247289660245 0.00032403192270234483 3.1451521306584828e-05 0.0016143753427124135 0.076605892692336697 0.0075031197848747233 -0.034158565084387395 0.0046238868281293453 0.0097538769855237215 -0.035680838196922207 0.017175660017077883 -0.022965784372723098 0.0022514110173608576 0.14300625200047035 -0.014915479485544687 -0.0024862880873568259 0.003250587911261529 -0.012541357258386544 0.061794732727150498 -0.034076994984064288 0.081071550843495571 0.03223067670862529 0.030862200932839725 -0.018593522435780486 0.016404610461344196 -0.0081706195314954939 -0.011384174634508464 -0.0078360674256582868 0.011072556078455448 0.075751406972849072 -0.016843136430327133
leaf_count=12006 197382 90457 3758 46 5108 554 11683 2716 336 42 332 178 46 1408 619 3455 1792 183 138 33 393 69 3259 287 16789 4782 3194 708 101 77
internal_value=0 -0.0203762 -0.0591597 0.0445825 -0.0745731 -0.0260636 0.0470698 0.031927 0.0745321 -0.311839 0.018843 0.65269 1.7103 -0.0572465 -0.099629 -0.125075 0.0239109 0.146869 0.7073 -0.0865013 0.230981 -0.460256 -0.119022 -0.306072 -0.0988512 -0.0311964 0.0490025 -0.164175 -0.113574 0.759801
internal_count=361931 164549 74092 7928 66164 31859 13240 7882 12088 1152 598 266 88 5166 18619 17607 5601 3809 354 171 1012 405 34305 3546 30759 13970 8480 5490 3372 178
shrinkage=0.05


Tree=4458
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 913 84 560 497 498 1104 796 772 1315 1466 983 672 1224 1180 1467 597 900 714 588 906 689 588 421
split_gain=17.3366 15.569 18.876 24.2186 23.7327 17.3534 37.1683 17.2809 19.5145 18.7239 17.2496 24.481 18.7542 17.0498 16.8843 18.2731 17.3449 18.7058 18.3962 16.7934 17.0727 16.7514 18.1427 18.421 17.0131 31.8291 26.3692 23.3474 22.0196 21.9098
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 0.13067971497466105 1.69116793757109 0.63515767152532354 0.38087715954262297 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 1.9980862990756834 -0.98536440085365629 3.2089320700182484 3.1596628491584919 -0.63749923242861428 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 0.71188872395471614 2.6287012352426902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 21 10 7 6 13 9 -9 -5 11 -4 -13 19 15 -15 -16 18 -18 -3 -21 22 24 -24 28 26 27 -26 -2 -29
right_child=1 5 3 4 -6 -7 -8 8 -10 -11 -12 12 -14 14 16 -17 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=4.0561034906074633e-05 3.8424182210138311e-05 -0.00017126498858062466 -0.00029466734265775848 -0.00039471111215909506 9.5464444179924727e-05 -5.275027952896031e-05 0.00036146446009102532 0.00037196981508610206 -0.00071180993054566699 5.608379244590566e-05 5.1262772606124963e-05 7.6024446183264614e-05 0.0014080939933710222 0.00024716536640400337 -0.00031991826468566166 0.0012573383707898678 0.00084600355391677346 -0.00060999052434196105 -0.0008022016995055326 0.0029529005312425942 0.00036939227518798965 0.00013691618345048877 -0.00064823674451019726 0.00029754393002130698 6.3311863687131529e-05 8.9180397115985085e-05 -8.9345959006993642e-05 -3.1744988400430593e-05 -8.2551233518969952e-05 -0.00042181363827122683
leaf_count=29559 42695 3226 2623 676 21461 93730 1384 107 458 2130 1899 198 53 381 540 130 229 100 58 23 134 3145 106 1101 13647 8638 45400 78035 9073 992
internal_value=0 -0.0155264 -0.0061302 0.0455342 0.0720811 -0.0439735 0.0780712 -0.10934 -0.49713 -0.0389226 -0.104307 -0.22452 0.396538 -0.040545 0.180314 0.532187 -0.0196341 0.349951 0.627225 -0.141366 0.817239 -0.0144747 -0.0173579 0.232172 -0.0193227 -0.0322066 -0.0417664 -0.0204723 0.0166435 -0.0361363
internal_count=361931 332372 232437 29605 24832 99935 6205 3371 565 2806 4773 2874 251 4821 1438 511 927 387 287 3383 157 202832 199687 1207 198480 146712 138074 92674 51768 79027
shrinkage=0.000980392


Tree=4459
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 796 772 1315 1466 983 672 1224 1180 62 1268 921 775 14 1002 726 540 976 10 1048 912 570 636 1421 50
split_gain=19.2477 15.012 18.0545 18.7045 17.8195 38.254 17.0239 16.8477 18.198 17.4018 18.6814 18.4132 16.7344 16.9933 16.6931 18.941 16.6506 20.7598 20.2585 19.2672 23.0459 21.8978 21.3788 17.2874 16.923 16.7838 16.6447 18.846 16.7825 16.5326
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.38087715954262297 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 1.9980862990756834 -0.98536440085365629 0.22553477650581719 1.0000000180025095e-35 0.62154522891879982 0.13281703179381904 -0.29015431142025017 0.69854289147193727 1.0000000180025095e-35 0.99026637822014563 -1.1340907276278103 1.1855328726172645 0.275266288594333 -0.078185317478667166 -0.48460852809644533 2.4129057422810987 1.0107116206971127 1.4829784501753427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 16 5 6 12 8 -8 -9 11 -11 -3 -14 15 -5 17 18 -4 20 24 23 -23 -22 -18 -24 28 29 -6 -28
right_child=1 4 3 14 26 -7 7 9 -10 10 -12 -13 13 -15 -16 -17 19 -19 -20 -21 21 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=4.2128535362451745e-05 -1.7445315303113913e-05 -0.00017208398729814714 -2.0143458101790419e-05 -0.00020214085415699195 7.8027396891842027e-06 0.00036641781419325824 0.00024610567397216886 -0.00032132436670297463 0.0012538031869960059 0.0008455249855695053 -0.00060960191073422792 -0.00080287539032564343 0.0029416908086473967 0.00036719425182705714 9.7107195996968757e-06 -0.0009094677436810852 -0.00031382816743754234 -6.7223671991279438e-05 0.00011299534839153315 -0.00010906177280291332 0.0003275071224205901 -0.0011285705252745664 0.00034414115817817104 -7.5285032242653692e-05 0.0001808038800468779 -0.00022232665942049161 -0.00010033198797878965 0.00034439182201855695 -0.0002063378041778068 4.1601080498539167e-05
leaf_count=29559 190291 3226 10038 689 30285 1384 381 540 130 229 100 58 23 134 987 271 756 9589 12032 1308 4404 84 388 530 562 508 55011 602 3085 4747
internal_value=0 -0.0169869 -0.00775975 0.0333254 -0.0449104 0.0787646 -0.0415112 0.17913 0.530485 -0.0205984 0.349533 0.626594 -0.142249 0.814094 -0.17245 -0.390333 0.0438995 0.0197456 0.0567326 0.128212 0.172406 0.22877 -0.0580375 0.288969 -0.0936068 0.0308519 -0.054867 -0.0818728 -0.00884748 -0.0870279
internal_count=361931 332372 232437 42146 99935 6205 4821 1438 511 927 387 287 3383 157 1947 960 40199 31659 22070 8540 7232 5914 980 4934 1318 896 93730 60360 33370 59758
shrinkage=0.000980392


Tree=4460
num_leaves=31
num_cat=0
split_feature=728 1445 852 785 713 624 152 744 565 1177 1049 278 416 906 730 746 1242 215 781 563 689 1326 1369 557 666 896 896 997 838 1119
split_gain=20.369 18.8441 20.2794 19.9563 21.3354 19.5265 18.8295 17.584 17.2784 22.9432 18.5516 16.7642 16.0085 16.0066 31.3816 26.5415 19.696 19.1658 19.1346 18.5531 17.3289 18.8987 17.5059 17.2258 17.2577 17.3236 17.1542 18.5809 17.002 16.887
threshold=1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 -0.86283290253235112 1.0000000180025095e-35 0.14888729770446407 2.3822369993612553 1.3025484894158337 1.4123788430816693 0.67272422835683587 -1.1466874127233166 -1.2024347672230498 2.8670482182204191 0.2279960799088839 -0.33215574005720661 0.66766320980544069 1.6331823629825686 2.892522238250677 1.0000000180025095e-35 2.0405992520496379 1.1511195098725142 2.15724710703013 2.8645187208279692 0.18896096547219607 0.45873907618427312 0.73822046824604237 -0.36124603107481074 1.8859961581257856 -1.2810690004124685 -0.93060511128691548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 11 -2 9 -7 -10 12 -4 26 15 17 18 -15 19 20 21 22 -16 24 -17 -26 27 -5 29 -28
right_child=7 -3 5 13 -6 8 -8 -9 10 -11 -12 -13 -14 14 16 23 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0001325617201765182 -5.2598015388400678e-05 -5.9473180717455843e-05 -0.0003503076344365241 2.2016992493045882e-05 0.00010500486906668916 0.0001319179203378466 0.00041666490919538924 4.2654981120000749e-05 -0.00068384059767945596 -0.00010077974968769465 0.00039457925183875958 7.5094521710902769e-06 0.0010328966083761482 -0.00011065445254804674 -4.3777996700520123e-05 0.00015654672773373127 0.00037851884891034669 0.00054144441013206967 0.00014111726080899683 0.00049454563095963305 -0.00032153026719448929 0.00071144878772770712 0.00124105209333703 -9.9185142525083878e-05 3.4113826957493548e-05 -0.0005420466043041599 0.00010387252631455744 0.00017377090283773544 -1.411010964849888e-05 -0.00044165678661612279
leaf_count=2349 98011 32930 1194 47294 13864 10160 435 11079 89 2441 1244 12675 36 34436 7155 4425 852 193 4843 295 1269 142 43 2901 762 353 448 4271 64717 1025
internal_value=0 -0.000321122 0.00622394 -0.00246956 0.0742914 0.0604162 0.00185966 -0.0410636 0.116454 0.0914225 0.343459 -0.0134326 -0.296438 -0.00947817 -0.0420428 -0.0747526 0.0497434 -0.107899 0.0284204 -0.0357183 -0.0564027 -0.0165027 -0.0347638 0.0291565 0.100077 -0.139837 0.00498253 0.0347125 -0.0195307 -0.276008
internal_count=361931 252841 219911 191637 16213 28274 14340 109090 13934 12601 1333 13905 1230 175424 57669 43070 14599 34629 13747 8904 8609 7340 7198 8441 5540 1115 117755 51565 66190 1473
shrinkage=0.000980392


Tree=4461
num_leaves=31
num_cat=0
split_feature=785 728 784 657 921 775 1453 1002 726 540 976 833 496 383 970 898 418 154 10 647 590 796 1048 912 772 1315 1466 983 672 62
split_gain=20.8587 17.5798 21.445 18.7885 17.7398 20.3319 19.7112 19.2003 23.3968 21.5985 21.4168 18.844 18.2557 18.4654 17.562 17.5625 17.486 17.8528 17.3146 17.1152 36.8246 17.0439 16.9612 16.85 16.7723 18.0752 17.1984 18.6007 18.3513 16.7396
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 0.62154522891879982 0.13281703179381904 0.51954049301251548 0.69854289147193727 1.0000000180025095e-35 0.99026637822014563 -1.1340907276278103 1.5919315457291203 -0.74322539953160838 2.2118716902368778 1.8751349660388528 0.14098959229448396 1.3920612532805436 -1.7114696150754272 1.1855328726172645 -0.87782724458594241 0.58895901036483078 0.38087715954262297 0.275266288594333 -0.078185317478667166 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 0.22553477650581719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 11 8 22 18 -11 12 13 -4 15 -14 17 -17 -10 20 21 -3 -6 -12 25 -23 -26 28 -28 -5
right_child=1 19 3 29 7 -7 -8 -9 9 10 23 -13 14 -15 -16 16 -18 -19 -20 -21 -22 24 -24 -25 26 -27 27 -29 -30 -31
leaf_value=4.2698501615682033e-05 -1.9339406668698955e-05 -0.00014342977973233191 -0.00019898740352585566 -0.00038046248332217431 -0.0003108696652244103 -6.4457592885655524e-05 0.00017677107602672015 -0.00010326645094384773 0.0003321442072033841 -0.0011201106512173451 0.00035162463222090332 0.00026334855180556603 0.00010613261398087175 0.000551634298032621 -0.00037652435980024536 -0.0012207163027851543 -0.00061691183224651285 -1.1735244014515454e-05 -7.0361848741512767e-05 -5.7531158267764368e-05 0.00035401635149281876 0.00024181416980447281 0.00018399249071193973 -0.00021489245881647299 -0.00032274986252145389 0.0012444465307881738 0.00083774777113485238 -0.00061251026231175752 -0.00080485145560273814 1.2074461712704768e-05
leaf_count=29559 190291 3383 3295 960 756 9589 4799 1308 4404 84 388 1364 7951 174 539 79 333 3536 530 93730 1384 381 562 508 540 130 229 100 58 987
internal_value=0 -0.0187841 -0.00880756 0.0359279 0.0465154 0.0215913 0.0581592 0.133395 0.177433 0.234073 -0.0502425 0.0221972 0.000138072 -0.15931 0.0361213 0.0522218 -0.0731404 -0.0324271 0.293758 -0.0489432 0.0720661 -0.0457125 -0.0904724 0.0385467 0.174758 0.524725 -0.0242773 0.343176 0.619241 -0.170098
internal_count=361931 332372 232437 42146 40199 31659 22070 8540 7232 5914 980 17271 15907 3469 12438 11899 3948 3615 4934 99935 6205 4821 1318 896 1438 511 927 387 287 1947
shrinkage=0.000980392


Tree=4462
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 284 1469 1320 417 986 21 899 333 290 831 1119 914 1360 407 1037 203 902 969 704 1396 1325 645 494 1181 577 154
split_gain=23.9027 18.5782 21.8076 25.071 22.3683 18.1818 19.1954 23.1588 18.0756 17.9556 17.6775 17.5397 17.3506 17.5611 18.6093 22.5529 17.4199 17.277 20.2877 19.3437 17.2913 17.2538 19.0168 17.1171 17.0219 19.3011 16.9227 21.9229 26.1883 19.9243
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 -0.13752235891992784 -1.0588145806293296 0.97912365359497311 0.084300934536980621 -1.0520142078483523 4.5933813388752975 1.8419729237591864 1.0308016862606064 -1.1768537630427465 0.79929820957015474 -0.34884067804001506 1.696435887508698 1.1324559382631265 0.84645902423176334 0.22837682199839732 0.4774557781505589 1.0157087556987903 -0.12121415997224265 -1.0147207219938077 2.8407590653525712 -0.8593050114939933 1.0999280683389623 -0.11349467464387639 -0.58184413197443363 0.49174072502200222 1.1609641997683129
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 24 6 7 12 -5 -7 26 -3 -2 16 -15 -16 23 18 -6 -20 -21 -13 -23 -14 -4 -26 27 -10 -29 -30
right_child=1 11 3 8 17 9 -8 -9 10 -11 -12 21 13 14 15 -17 -18 -19 19 20 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=4.4709428791202138e-05 -0.00025685828356586881 -6.0371674845126539e-05 -0.00023336154887463036 -0.00065417488958904239 6.8800701537422709e-05 -2.9561345684721005e-05 -0.00010635309686005568 0.00012487275975984951 -0.00059436447521267184 0.00081422746855427507 0.00034527284587361712 -6.8621151440806976e-05 7.7912331976983496e-05 -0.00055765400992541974 -0.00011432186179951674 0.0013834593068856968 -0.00025702474846271049 -4.9072597030343426e-06 0.00031062039889494491 -0.00012075819697164091 0.00068564100122535734 0.00083316308058441646 0.00013692098618132951 -0.00041418051015314715 -1.7295638107323257e-05 0.00025164990329249956 1.3181508780318046e-05 0.00012127762536198084 -0.0009143509658749322 0.0010528337559801606
leaf_count=29559 1553 94191 1505 372 4944 172759 4662 10224 1105 92 435 2753 10918 500 777 42 954 3372 4319 929 130 209 2782 351 7659 1349 2284 893 281 28
internal_value=0 -0.0210292 -0.0107813 0.0446515 0.0708927 -0.0197262 0.0294379 0.0516158 -0.111692 -0.0294917 -0.0746471 -0.0520008 -0.00493146 0.0168725 -0.22188 -0.0289676 0.042649 0.1257 0.168711 0.257755 -0.0118156 0.0738335 0.190375 0.0648389 -0.00710378 0.0270305 -0.124948 -0.290962 -0.0833184 -0.709874
internal_count=361931 332372 232437 29605 24207 202832 29981 25319 5398 172851 5026 99935 15095 13542 1319 819 12223 13694 10322 5378 1059 5744 2991 11269 10513 9008 4591 2307 1202 309
shrinkage=0.000980392


Tree=4463
num_leaves=31
num_cat=0
split_feature=612 697 839 416 765 1109 705 834 1313 695 1386 1033 700 3 1270 1360 147 1458 1454 1449 1449 1458 1452 1449 1454 229 567 1457 1457 1453
split_gain=11.3276 13.864 15.6963 15.6542 16.3797 16.7837 18.2882 16.9174 16.231 15.7999 19.5559 15.6603 15.2294 14.0452 13.954 17.6887 13.9443 13.7587 17.2714 29.6525 36.1555 23.9924 35.1995 28.5879 19.3196 17.94 16.9212 16.8051 23.4184 22.4446
threshold=1.0000000180025095e-35 1.6146804744781753 -0.068721667763679273 0.25065829327047118 0.30466850774096571 0.51049517689999968 -0.94726844442891311 -0.43849428422508158 0.70541086889295268 0.4081600945538541 -0.39738021018534186 3.473905696798623 1.7437070033512054 1.7545385838698146 1.0000000180025095e-35 1.1324559382631265 1.6951744595056868 2.0019660229778804 -0.2363894608792538 0.27039492291981121 2.2529671283962887 2.22567558773348 0.70902136653063086 0.28981675053332695 -0.12591398429191614 1.0000000180025095e-35 -0.12475076770413143 0.68635126017805159 0.57275488436352984 5.5477399240790328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 13 4 -4 6 8 -7 12 -8 -11 -5 16 -3 15 -9 -6 27 19 -19 -21 22 23 24 -20 -23 -26 28 29 -1
right_child=-2 2 3 11 5 7 9 14 -10 10 -12 -13 -14 -15 -16 -17 -18 18 21 20 -22 25 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00030074657819980174 -0.0022792306153720334 0.001417794642394176 -0.0075791169785752125 -0.014751302425584626 0.041777285368262695 0.070139053425202352 -0.019957432236418802 0.056290746449124254 -0.01990293640767779 -0.041679187391172295 0.04742484291161761 0.042735201639387807 -0.0097433476352884116 -0.018339370520652397 -0.0075617693609503454 -0.070034294467250527 -0.062347874837226147 -0.02236788326722974 0.044594592225055886 0.023538141247476677 -0.02658583161289714 0.0072324654334378225 -0.011561170573889661 0.052373058835651257 -0.047442340150921525 -0.003030167396546218 0.014214621696244996 0.0020284246518411236 -0.008142250792980095 0.018820661765908554
leaf_count=234044 45494 10355 4286 3303 375 87 821 138 189 52 120 49 171 595 201 27 35 875 112 502 264 5549 299 348 100 3076 132 43966 5635 731
internal_value=0 -0.000496409 -0.0644969 -0.135216 -0.0619125 0.116133 -0.00254073 0.527691 0.290452 -0.236558 0.418763 -0.270062 0.489491 0.00493263 0.276334 0.822543 0.731696 0.00326566 0.0768758 -0.137425 0.15641 0.110097 0.420586 0.663285 0.204334 0.073307 -0.176001 -0.000171269 -0.00811036 -0.00462987
internal_count=361931 316437 20804 9854 6502 2216 1763 453 770 993 172 3352 581 10950 366 165 410 295633 11257 1641 766 9616 991 692 344 8625 232 284376 240410 234775
shrinkage=0.05


Tree=4464
num_leaves=31
num_cat=0
split_feature=184 559 809 1442 484 979 72 156 73 1454 560 151 74 5 132 44 1390 515 915 278 1458 1452 428 1334 478 990 1254 249 242 361
split_gain=11.2033 14.0986 21.4448 20.4183 18.5257 18.9681 18.0084 17.7267 17.6351 17.3079 16.7151 16.5375 16.4607 16.0881 16.2894 15.6478 17.27 21.8961 22.6669 18.2047 17.2604 19.8012 20.5079 19.9694 20.3864 17.2161 17.2122 17.1909 22.1438 15.3184
threshold=1.0000000180025095e-35 -0.14151423125845794 1.0000000180025095e-35 -0.66295959698510776 0.61407054532504379 1.7926688915359759 1.5927621643807284 -0.54979712161250693 2.5553790864954267 -0.91909735138557946 0.72991621142575924 2.8791667040086932 1.5477420372921096 0.83493077928077097 1.0702924560202118 1.0000000180025095e-35 -1.0958850812358805 1.4353143596930875 -0.68120813477468778 2.0109886421566796 -0.38373252452445611 0.34647097549241135 0.31193201150083394 0.69617135029965105 3.087725826867286 0.65656536832909496 0.99987529281519205 0.47468429645837834 1.0686036697615287 -0.082688964821278244
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 11 4 5 -2 -7 -8 29 -5 -9 15 -11 14 -14 -3 17 18 -17 20 -18 22 26 24 -24 -26 -22 -20 -29 -6
right_child=1 2 -4 9 8 6 7 10 -10 12 -12 -13 13 -15 -16 16 19 -19 27 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00023810694998263073 -0.0023061692361501175 -0.0085742458292820921 -0.00063418059962410257 0.015063671318826896 -0.019997426246364403 0.010148676932196992 0.12310650941416951 -0.063121114175124102 0.01979858037250749 0.00034846076219778225 0.076529712742493899 -0.04356589620363796 0.014919051504938722 -0.0058967223862736668 -0.030809158025781314 0.025943258885746737 -0.008425496233654451 0.05569189287582163 -0.017366305812472081 -0.020636760784386306 0.0033503367683301549 -0.010233843401096239 0.017671886548225685 -0.030376739285735806 0.034696599509298022 0.17867292581683036 -0.021315290555544725 0.011277536513325685 0.15366056412764115 -0.0043312825489620187
leaf_count=225587 17264 15820 36159 1296 2770 767 26 34 336 38467 20 246 2508 804 149 519 6032 178 831 1148 3956 2100 1634 166 44 20 593 205 22 2230
internal_value=0 -0.0233558 -0.0504083 0.00115122 -0.0637515 -0.0268474 0.336693 1.32479 -0.212306 0.0293467 0.365426 -0.106647 0.0211641 0.174729 0.260764 -0.101318 -0.0459819 0.208377 0.107051 -0.0761156 -0.0492699 0.0283161 0.103507 0.328486 0.406108 1.93114 -0.00316761 -0.149388 0.507216 -0.255421
internal_count=361931 136344 69673 66671 23447 18111 847 80 5336 43224 54 33514 41928 3461 2657 33268 17448 1755 1577 15693 14545 8513 6413 1864 1698 64 4549 1058 227 5000
shrinkage=0.05


Tree=4465
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 284 1469 21 479 1028 333 21 749 501 986 899 407 1037 203 902 1320 620 450 1014 563 396 969 704 1459 1325 645
split_gain=26.7947 19.6674 21.4858 25.3601 22.8266 21.6205 21.0509 21.834 19.1893 18.8506 18.7104 18.3991 18.3033 18.1137 17.5616 17.2898 20.5431 19.8688 17.4688 17.2647 19.652 18.6088 20.8045 20.493 17.3187 17.1991 18.9528 16.9202 16.9043 19.0393
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 -0.13752235891992784 -1.0588145806293296 -0.13431221002227373 -0.37854602687012912 -1.271019091203941 1.0308016862606064 4.5933813388752975 1.0000000180025095e-35 -0.16770715155841495 -1.0520142078483523 1.8419729237591864 0.84645902423176334 0.22837682199839732 0.4774557781505589 1.0157087556987903 0.97912365359497311 0.88084169889549835 -0.83567651168909196 1.9117660652834578 1.5259646835875491 1.0000000180025095e-35 -0.12121415997224265 -1.0147207219938077 0.82740062652824753 -0.8593050114939933 1.0999280683389623
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 28 6 7 11 -9 -3 -7 -2 -13 -5 -15 16 -6 -18 -19 21 -21 24 23 -23 -8 -11 -27 -14 -4 -30
right_child=1 9 3 13 15 10 19 8 -10 25 -12 12 27 14 -16 -17 17 18 -20 20 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=4.9281330079925359e-05 0.00024019118535264993 -6.0778063959494845e-05 -0.00023243405411964291 -0.00065469106794587624 6.9480854988934678e-05 -2.9302784140878242e-05 -0.00010591393807970369 -0.00022475833329631742 5.2567879786384383e-05 -6.3953084453282396e-05 0.00082935312609581284 0.000144689146332237 -3.64965786705076e-05 -0.00012252393242676062 0.00034304481188424037 -3.6070759953887767e-06 0.00031308870901413109 -0.00012293296473651175 0.00068661545024661182 -0.00034996168284026158 0.00029163398563576177 2.2110785784509672e-05 -0.00038904455119681905 0.00039664663465716895 -0.0007052715423833246 0.00083621813598181425 0.00014127687173002862 -0.00063477280031634816 -1.7058610387497943e-05 0.00025002061649771241
leaf_count=29559 4540 94191 1505 372 4944 172759 940 2064 5533 2753 92 2958 1205 4591 435 3372 4319 929 130 1414 286 9132 581 649 391 209 2782 288 7659 1349
internal_value=0 -0.020232 -0.00968965 0.0453038 0.0716817 -0.0185668 0.0350261 0.087697 -0.00803876 -0.0520773 -0.0292126 0.154069 0.0543533 -0.111866 -0.0748011 0.127015 0.170017 0.259526 -0.0134772 -0.0286147 -0.245571 -0.000632908 0.0276499 0.0492139 -0.261831 0.0783925 0.194747 -0.14849 -0.00707551 0.0269264
internal_count=361931 332372 232437 29605 24207 202832 29981 16588 7597 99935 172851 8991 4451 5398 5026 13694 10322 5378 1059 13393 1700 11693 10362 9781 1331 5744 2991 1493 10513 9008
shrinkage=0.000980392


Tree=4466
num_leaves=31
num_cat=0
split_feature=1078 785 1464 1452 50 1257 138 1382 1223 1190 699 1177 701 144 428 553 62 1298 291 1049 1469 146 225 83 281 694 1182 633 911 671
split_gain=11.2072 13.943 14.0831 15.1207 13.3306 18.9187 17.2036 14.8723 17.3482 17.4806 16.216 14.4677 14.3777 14.169 14.5008 17.0704 13.9805 17.7996 13.9266 13.678 13.2912 13.6908 13.4208 14.2942 13.0911 13.1338 13.7529 13.0146 12.9283 12.8483
threshold=1.0000000180025095e-35 -0.86283290253235112 0.64223275086548759 1.434259801303694 1.0000000180025095e-35 -0.1304687064883682 0.64386986579542105 -1.1012120569711619 1.0000000180025095e-35 -0.81221995488609477 1.2694511539559674 1.5887113272012112 0.98419152361664264 -0.2445571404729186 1.3361363265845838 -0.38224242062538794 -0.37712515092315846 1.0000000180025095e-35 -0.057939112235840327 0.91878784274471681 0.20402880029247131 0.27772505324771418 2.0555532486133479 -0.53196749369981666 -1.0484424728741006 -0.78362030502756608 -1.0616042886254842 -0.6801782341136634 2.386631341972536 5.6047752163038629
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 13 -1 -7 16 10 12 19 -10 -6 -15 -16 -9 24 -19 28 21 22 23 -5 -18 -26 -27 -21 -8 -3
right_child=-2 29 -4 20 5 7 11 8 9 -11 -12 -13 -14 14 15 -17 17 18 -20 27 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0020567080582222217 -0.0017343163524977242 -0.00017135103176744957 0.0082550639548966513 0.0001773883599836128 0.0061005484771391233 -0.014321035830057264 -0.0088422552518569019 0.019247677938260061 0.012656606558367811 0.021244385236833297 -0.069923851141163756 -0.042866400543198097 -0.04777262483909258 -0.0043843822526337022 0.0063527317904573978 -0.061881045242037337 -0.082001891313763495 -0.007725446124179503 0.020761967850591298 -0.056948885240640394 -0.051988312513366657 0.010807464996931863 0.053733692889148116 -0.03722877582453607 0.016783372382903155 -0.075810139623405576 -0.010653997642274832 0.018310080969602148 -0.071635139753042226 -0.030992987479209172
leaf_count=6869 71586 265399 4689 211 1780 310 2114 584 378 2362 42 159 63 1759 78 123 32 339 691 38 109 301 26 348 186 41 715 364 50 185
internal_value=0 0.00127559 0.0521525 0.0266699 0.0405995 0.100402 -0.0180964 0.183574 0.211966 0.342721 -0.0693597 -0.169642 0.0727917 -0.0205188 -0.150198 -0.728123 0.0857312 -0.00164006 0.221957 -0.13058 -0.245234 -0.159252 -0.366989 -0.44936 -0.193969 -0.153283 -0.277398 0.249021 -0.201282 -0.00385706
internal_count=361931 290345 24761 20072 19077 9483 9594 5743 5433 2845 483 2725 441 3740 1960 201 2588 2004 1030 2566 995 886 585 559 974 942 756 402 2164 265584
shrinkage=0.05


Tree=4467
num_leaves=31
num_cat=0
split_feature=728 1394 784 560 836 978 138 142 898 373 434 1250 1034 1250 700 225 981 705 1322 1099 150 911 277 70 625 882 1050 153 1121 1046
split_gain=11.2864 13.9104 14.944 15.7585 21.6457 20.0242 19.2214 19.1972 19.1112 19.4304 22.2771 17.7287 17.6038 20.2869 22.0751 17.8034 17.4731 16.735 18.2071 18.3146 16.6881 16.6162 16.5139 16.4653 16.0726 15.5198 17.1366 16.5719 16.1791 15.8856
threshold=1.0000000180025095e-35 -0.89507556284558343 0.9594655836162902 1.872806888455649 -0.034390866613018385 -0.23676513746717279 -0.5549002322569726 -1.0084476995208638 0.011730715345155454 0.86723111320004664 -1.1279206478690991 -0.61351004632466777 -0.67072693714246212 -0.57483697630596364 -1.0767906817109998 -0.53726257999371885 -1.7651356928394806 1.3183739815888758 -0.7929150918366793 2.267999517429018 0.088971608501514601 2.9340901483218951 0.056801087573437457 -0.2492066878194627 -0.80150126888151052 0.44470034393954044 1.5026466525544373 1.9764370875490738 0.42489071128602457 1.2218483482986113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 -5 -7 -6 17 11 -11 16 13 -13 15 -15 20 18 25 24 -10 22 -19 -21 -20 26 28 -27 29 -4
right_child=-2 2 3 4 7 6 -8 -9 9 10 -12 12 -14 14 -16 -17 -18 21 19 23 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0018846615054618086 -0.0013495929837491986 7.9192585259368431e-05 0.0048993644386168145 -0.0077598973188484745 0.021086098192654321 -0.0091716431604241984 0.045656883405145635 -0.025238019827025077 0.072005205880221246 0.060566912089290159 -0.020477363723433582 0.080085076154524509 0.005625308138735987 -0.011926865555919252 -0.011645579974590861 0.062272717150844516 -0.011780025715647723 0.020358191421848932 -0.00069431710242929916 -0.034694506326456202 -0.027610959756869613 -0.066077532072705336 -0.0027046937630866423 0.0061727242731607172 0.0076811750837173899 -0.022242070940065719 -0.035226715536365374 0.07164359010330032 -0.011097468674782741 0.039196908215707531
leaf_count=43725 109090 174043 1383 582 109 108 184 764 62 49 945 31 6464 72 1736 82 2088 1608 3302 360 40 30 512 306 12439 664 165 20 793 175
internal_value=0 0.00348382 0.0106142 0.0515922 -0.146377 0.0955807 0.521072 -0.381135 0.0625076 -0.0131327 -0.328903 0.0141922 0.0571098 -0.129232 -0.159223 0.620628 -0.18512 0.0990645 0.0793695 0.106802 0.757485 0.281427 0.30425 -0.316921 0.118867 -0.0784554 0.00490812 -0.377421 0.054514 0.1831
internal_count=361931 252841 209116 35073 1747 874 292 873 33326 11569 994 10575 8385 1921 1890 154 2190 21757 19607 16407 102 2150 2120 666 15741 3200 2516 684 2351 1558
shrinkage=0.05


Tree=4468
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 340 497 691 779 423 978 348 1245 735 958 1347 773 816 606 917 1065 641 495 1383 1390 77 423 1468 895 558
split_gain=16.0859 22.1915 19.2325 24.811 26.9914 21.1664 18.3215 19.1795 17.8512 19.7896 17.685 17.679 17.185 17.0267 18.9977 19.8078 20.4989 19.6568 24.3616 20.3896 20.2992 22.3053 21.0403 19.5998 19.2218 24.9445 18.5265 18.2504 17.8311 17.682
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.29476615584548899 1.7603402020327763 1.8162821653890682 2.2841970610333457 0.34291078408764419 3.2755819793892029 0.36969867185407429 1.7148806603482032 0.098727306288711139 -0.56915096917429031 2.2560756724538602 1.313041538630376 0.67705179624153933 -0.83074260431828117 0.34754775078765171 0.44224916350105375 4.3127385003387806 1.0518754624258557 2.1370914862793571 0.98615041812372606 -0.48440439011213404 1.617277697914304 0.13053934129748787 -0.30309620381609387 3.9650802667107272 0.27654892694072097 -0.012763642026694605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 7 11 9 12 -11 -5 -3 14 17 26 -17 19 20 -4 -19 22 24 -18 -22 -26 28 -20 -16 -15
right_child=1 2 13 4 -6 -7 -8 -9 -10 10 -12 -13 -14 29 15 16 23 18 27 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.0437530179252781e-05 -6.2356676153939341e-05 -7.496628263506291e-05 -5.8946374714274584e-05 2.4733745667239416e-05 0.00024111572268349665 -0.00020885253001443369 0.0002597606830478495 -4.1304274957523353e-05 0.00023006654052152287 -0.00012510742416340045 0.00015722345227774784 0.0001211890121160871 3.5281707037170642e-05 0.00019774621893880827 6.3084480013226969e-05 -0.00093553855133506221 0.00066003812479345026 -8.7452363148346611e-06 8.1162307142101892e-05 0.00098035073874960278 -0.00015809905716899605 0.0007684365797424248 -0.00052461024960003769 0.00015052442890032208 0.0012470186352668605 -0.00035038496058329137 -8.9689294462402054e-05 -0.0007728888684739244 0.00045398318867872296 -5.164466023617527e-05
leaf_count=96477 36838 10178 59547 20470 3356 1906 1967 10218 1521 11358 1227 15926 27779 3058 3221 80 538 30010 14751 88 3124 98 667 872 88 74 3751 127 620 1996
internal_value=0 -0.0028925 0.00439473 0.0266954 0.0599147 0.0464693 0.054574 0.0456505 -0.00929517 -0.0166413 -0.0977482 0.0689882 0.0085922 -0.0148625 -0.0208397 0.079511 0.305573 -0.0291145 0.00267071 -0.0583746 -0.0301069 -0.166936 -0.191924 0.356888 -0.124905 0.565909 0.029235 0.0760365 0.136878 0.103672
internal_count=361931 265454 228616 105906 53843 50487 48581 46614 52063 50542 12585 36396 37957 122710 117656 9082 1490 108574 48939 59635 34061 4051 3953 1410 3286 162 7592 14878 3841 5054
shrinkage=0.000980392


Tree=4469
num_leaves=31
num_cat=0
split_feature=785 885 1457 81 718 507 1218 694 608 790 1148 635 1386 906 1390 770 583 962 558 659 355 925 979 909 0 954 1107 1002 332 464
split_gain=21.358 16.8606 22.0247 20.9533 20.2241 32.6982 28.4058 26.109 23.8632 32.5771 24.5928 23.0564 22.5695 24.1067 26.1523 22.1514 21.8835 21.0359 23.1039 21.9111 21.5884 20.8962 19.8654 20.1761 19.9916 19.7715 19.7607 20.0664 23.9485 33.2393
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.1720793062237382 1.0159173274103563 0.65809631222906606 3.9048232315577729 1.2927572326739147 0.66665475971017707 1.8618223311409718 3.073785392405322 1.5133232492243236 0.37625148072740094 -0.88334857531044364 -0.93523728510198822 1.2195416972384394 -0.99544907250003589 0.78457125397875782 -0.72348834783181692 0.62821384419828064 1.6323240847269647 1.0000000180025095e-35 1.0333387011967667 1.0177766212561699 3.3231524654579405 -0.92790754870331005 -1.3056775892169139 0.69854289147193727 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 16 8 11 10 25 12 15 13 14 -2 -7 -6 19 -19 -14 -20 -18 23 -15 -25 -10 -5 28 29 -28
right_child=1 2 -4 26 5 7 -8 -9 9 -11 -12 -13 17 22 -16 -17 21 18 20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.4720666902219496e-05 0.00019863354422575488 -0.00019708481602615576 0.00046110086183218888 -0.00016732116193967842 0.00011817356299840301 0.00039119314342617889 0.00032123987374869006 3.5978315515342145e-05 -0.0001458369990813087 0.0001883677039513995 0.00019908566081287192 -0.00039179196683966882 -5.9526260623345292e-05 -2.8209650593335008e-05 -1.4165123203574617e-05 -0.00022993348663632126 1.9302714573321995e-05 -1.5233918771895303e-05 -0.00032689865491665221 -0.00027659090858675011 0.00017103388524527708 -9.5908628166048126e-05 -0.00015385919337867077 -0.00015556663594884515 0.001839264010088208 4.4837468809730034e-06 -9.7815589200359032e-05 -6.4736056904301961e-05 6.0389121836685733e-05 4.6039595400054229e-05
leaf_count=29559 4033 3422 426 4179 5051 2550 909 5201 6094 3927 1736 222 28305 60485 15523 298 16841 3971 8859 3411 746 17477 12286 9450 25 27541 20972 11904 40105 16423
internal_value=0 -0.0174805 0.00678409 0.00431091 -0.0293844 0.0129524 -0.0415827 0.136788 -0.0441131 0.00504917 -0.0601888 0.288907 -0.0642943 -0.0438303 0.0328011 0.338113 -0.0171919 -0.11352 -0.216382 -0.0824353 -0.291727 -0.0397465 -0.0637081 -0.0467512 -0.152308 -0.018354 0.00965072 0.0155344 0.029174 -0.0186246
internal_count=361931 332372 97431 97005 234941 47640 187301 8271 186392 37562 148830 3070 147094 101802 19556 2848 39369 45292 13576 31716 9605 34318 82246 69960 9475 33635 93583 89404 77500 37395
shrinkage=0.000980392


Tree=4470
num_leaves=31
num_cat=0
split_feature=785 332 395 678 602 1450 203 1454 1470 74 1461 1459 1322 1449 296 1430 898 1457 703 561 557 1390 496 1459 1286 915 979 1040 277 702
split_gain=23.5413 18.1406 41.9096 28.0322 27.634 25.218 24.1094 22.4143 25.6342 26.2027 23.8202 22.2771 21.245 20.5908 20.101 20.0416 18.3451 19.3212 18.1552 17.8181 17.7825 21.6181 18.4437 17.7272 17.5753 18.5158 20.9704 17.2653 17.2543 19.9883
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 0.66849908449309148 -0.34557539116087493 1.0605395091208547 0.46457600248903658 0.29719935299617245 0.56712102059263614 2.2827216037929685 2.1181754444417895 -1.466804341704377 0.74561756370782817 0.25299610268015882 5.1453031881338012 -0.45046769314032209 1.0203820222838902 -0.067275058802097762 0.98414126221562503 0.093572519193774462 -0.95754947900947329 0.74766125572645648 4.2723634695158994 0.78161905918100072 0.99098431271618981 -0.12798982520437682 -0.35159109468454403 -0.98785337792614125 1.6346528364702027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 5 11 13 8 9 12 -10 14 -7 15 16 -2 -5 19 23 -18 21 -8 -22 -15 25 26 -14 -24 -26 -30
right_child=1 3 -4 4 -6 7 20 -9 10 -11 -12 -13 24 18 -16 -17 17 -19 -20 -21 22 -23 27 -25 28 -27 -28 -29 29 -31
leaf_value=4.6664013415792639e-05 -9.663198507992005e-05 -2.3308968229142127e-05 -8.3029747450558476e-06 5.1764747192894174e-05 -7.6764084514174873e-05 -0.00040719789474185031 5.5596964499890837e-05 -5.9207337811007499e-06 5.0717760391716676e-05 0.00037162868474492936 -0.00094928472736235817 0.00046486418099865178 1.1178239124932715e-05 0.00018715334405017527 0.00010819640137139556 0.001178156523806356 -4.1082856027850313e-05 -0.00043097387281380069 -7.8217468427119481e-05 -0.00034161865288508055 -0.00015384685506214272 -0.00035530300348620211 -0.00029957453697944717 -0.00091496515014906495 0.001036859672700787 -0.00023347644553748268 0.0002658962400328276 0.00053931627120973411 0.00034562193557350447 -0.00072769885625632456
leaf_count=29559 44992 126699 82513 5038 7456 416 1696 5857 5905 2712 107 395 2592 3992 4995 42 7568 710 3800 1081 6725 10802 412 94 127 674 2882 694 1315 81
internal_value=0 -0.0185905 -0.0399627 -0.00406805 0.0368064 0.0580134 -0.096238 0.105716 0.144795 0.205711 0.0341301 0.00271086 0.14408 -0.0706067 -0.00796285 -0.0958456 -0.0472061 -0.103635 0.0477738 -0.0759616 -0.207094 -0.29649 -0.0822584 0.165296 0.165069 0.114043 0.151979 0.289243 0.362581 0.29324
internal_count=361931 332372 155762 176610 49911 42455 73249 22668 16811 10799 6012 19787 8087 52920 19392 45034 14397 9359 7886 8649 20329 12498 7831 4086 7671 6148 5474 1106 1523 1396
shrinkage=0.000980392


Tree=4471
num_leaves=31
num_cat=0
split_feature=1230 1237 1286 799 1105 287 549 567 1470 148 1457 1172 567 831 636 1231 1469 415 1443 434 1450 1450 194 816 1456 489 1005 1044 1467 1186
split_gain=10.8823 20.2852 18.809 21.7422 21.2963 21.4918 19.2559 18.2614 17.6428 16.5674 17.2564 16.2958 17.9389 19.9516 16.203 16.4114 16.1512 16.1231 16.8531 21.038 18.6716 19.1759 18.3986 27.4226 17.6573 19.175 16.8187 18.6338 18.3372 18.8639
threshold=1.0000000180025095e-35 2.2873089397629531 0.78161905918100072 -0.58454210970522613 0.31612863818062714 -1.0364993754115683 -1.3900695809707992 2.5094887342694556 -0.65287685412808194 -1.6630785343811565 1.339295830115254 0.70609342679484977 1.6534791294988647 0.3268852060850212 -1.6942184598366432 1.3934710048789702 -0.82670318039759672 2.4784959836639584 1.593744732512876 -0.7507616986772131 0.72848113776068646 0.68774535640845547 1.5271592296785539 2.9000507500104784 0.9901232371825377 -0.31258615408457596 -0.73131249138158405 -0.0032838728705492071 0.20925255809012364 -0.55015938907871609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 8 -7 11 -6 16 -11 17 -13 -14 -9 -16 -3 18 20 -20 21 22 -5 26 -23 -26 27 28 29 -24
right_child=1 9 4 7 5 6 -8 14 -10 10 -12 12 13 -15 15 -17 -18 -19 19 -21 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00097917546160400837 0.0032297544463292596 -0.049814015227584857 0.0044532669292373485 -0.00056638085375800354 0.0029520961744376631 -0.021953241454502111 0.0014221764387455 -0.071097407731564505 -0.034075298752517739 -0.0081369292372786475 0.009889285294332301 -0.0048590985599447217 -0.0012198155362868647 0.025579369532631915 0.018709963368539341 -0.044190772631811474 0.051822184226671536 -0.010400551238649646 0.0042468630256026034 -0.0069524804975708114 0.0044270689044897133 -0.029328224431913213 0.0097956264465047099 -0.018948348673439658 0.083988756024119093 -0.032051058829038054 0.010320236319579446 0.014165112505997321 0.011448255624740868 -0.029906966021482396
leaf_count=166557 23168 35 24942 70856 289 656 5472 39 624 9844 805 18589 1061 439 964 63 150 2607 3470 11511 12929 567 164 459 31 36 4377 455 266 506
internal_value=0 0.00681269 0.0115954 0.000472651 0.0600169 -0.0523644 -0.00890003 -0.0114667 -0.421402 -0.109853 -0.124649 -0.0141727 -0.0756658 0.152959 0.270393 0.312446 0.672273 -0.00299788 0.000921108 -0.081595 0.0112934 -0.00252472 0.000528967 0.105864 -0.425734 0.6071 0.143813 -0.0505816 -0.216352 -0.39939
internal_count=361931 195374 184540 152557 31983 7041 6128 129389 913 10834 10649 128323 20089 1500 1066 1027 185 108234 105627 14981 90646 77717 77083 6227 634 67 5768 1391 936 670
shrinkage=0.05


Tree=4472
num_leaves=31
num_cat=0
split_feature=181 271 638 277 1454 1452 1051 776 691 21 1451 1453 1453 21 1463 1462 355 1037 1468 1466 1457 73 1451 734 1468 1456 1122 149 1457 1451
split_gain=19.3739 17.136 22.1593 20.5616 20.0681 23.3213 19.8957 23.8497 19.7279 27.1354 24.4899 27.8581 27.4 26.3929 25.5765 23.9315 23.8766 22.6833 28.9744 30.2041 34.2208 24.3184 21.9722 21.7387 20.9391 23.2802 23.9782 23.5621 23.2544 25.2043
threshold=1.0000000180025095e-35 1.8295593016215455 0.62483008631466586 -0.06700981204132743 -0.2363894608792538 1.2756511722692228 0.13406402068058798 1.1100231744419784 0.051602462500029832 -0.32341995197817647 0.54872951183746299 0.89653246390762387 1.2904438997469929 1.9458729514926574 0.71651231327455223 2.5899815736749394 -0.38747747210011874 0.16427861923041379 0.55644284503728569 -0.37464287298065063 0.2415512435629267 -0.76211888816466555 0.68572455544445909 0.85494804639094091 0.19824556727861756 0.54917403837024492 1.2917525650674431 -0.94176136423889101 0.02373205303704019 -0.21142950399162161
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 8 -5 -8 9 24 11 15 13 -13 16 17 -12 18 21 -20 -21 -11 -18 -23 25 26 27 -1 29 -26
right_child=-2 2 -4 6 -6 -7 7 -9 -10 10 14 12 -14 -15 -16 -17 22 -19 19 20 -22 23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00012398357844108386 -5.0661560084222926e-05 -0.00011763746642515821 -0.00022396247527508035 0.00014429978879651901 1.9052033951825634e-05 -0.0002179946052888523 -0.00021578014842868904 0.00036508615066231984 -5.5631006758162203e-05 9.0583738528381065e-05 0.00031087377977856049 -0.00035375279654036691 -5.460934128549869e-06 -0.0015432780342892524 -0.00034022968338535189 0.00058065478320535463 0.00038531219845350386 2.9583930652701351e-05 -2.3162483584120396e-05 -0.00059091623397164819 6.637396474204555e-06 -0.00011081302951355666 -0.00010422083111923484 0.00010062593945980794 0.00039083131598659172 -0.00015066313247346608 -0.00019487980706990802 0.00011289116834537974 -1.8532709079245249e-05 8.9911907817812135e-05
leaf_count=2926 75166 8557 5225 5425 125135 3676 2507 511 47944 5318 2422 1878 1338 111 558 267 574 17576 1692 1749 643 17010 1999 2615 2778 3752 2238 14490 2853 2998
internal_value=0 -0.00549546 -0.0746715 -0.0317265 -0.000849767 -0.0206515 0.0570854 -0.111805 -0.0160784 0.00354471 -0.0259271 -0.0419518 -0.243856 -0.423902 0.114639 -0.0278143 0.164431 -0.0320456 -0.0722877 -0.251561 -0.422633 -0.0429083 0.00869542 -0.080934 0.0587587 0.0220072 0.0533887 0.0799301 0.156935 0.240599
internal_count=361931 286765 22225 17000 264540 139405 8443 3018 135729 87785 55750 50197 3327 1989 5553 46870 4995 46603 29027 4084 2392 24943 2573 19625 32035 23406 19654 17416 8629 5776
shrinkage=0.000980392


Tree=4473
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 507 126 1022 140 588 907 566 1443 651 907 972 1104 575 382 773 1450 525 1430 563 974 468 1454 698 395
split_gain=23.9661 18.6381 24.7174 25.8237 23.4817 35.5753 22.8525 21.6376 21.6383 22.1609 20.7796 20.2163 19.5342 18.6845 18.6102 18.6109 20.3288 19.076 18.4015 18.7057 18.1636 18.1099 21.3408 21.0411 20.809 20.6692 18.3551 19.8231 18.1188 17.9734
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.65809631222906606 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 0.71188872395471614 -0.69784808892615657 2.1059719136688364 1.593744732512876 1.1107569744011787 0.33730151947687537 0.25545300750679895 0.61849375591456124 1.0000000180025095e-35 1.0000000180025095e-35 -1.4424959735046412 -0.2957953744690755 1.0000000180025095e-35 0.54622893720785959 -0.47635300715149997 -0.47814311517351077 2.1467708086619246 -0.27695550371287897 1.1678156192324185 0.66415532897360485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 -6 -2 8 11 -10 18 -4 -5 -7 15 17 -17 -8 -3 -20 -9 22 23 -22 25 -25 -23 -28 -26 -13
right_child=1 10 3 12 5 13 14 20 9 -11 -12 29 -14 -15 -16 16 -18 -19 19 -21 21 26 -24 24 28 -27 27 -29 -30 -31
leaf_value=4.7262032640955683e-05 -4.5195375941167409e-06 -7.255066849108939e-05 6.6213006850319902e-06 -8.0294317829837251e-05 -1.6913245166954863e-06 0.00025646938185856099 4.2324162785507216e-06 -0.00031499719084087475 0.00064721380118266275 1.0621100936519402e-05 0.00016818931334644022 -0.00011082646241047365 0.00010016696953058444 -0.00010165473827964464 -0.00015134504833478059 0.00012365962958131436 0.00046050063716577096 0.00029450535627447176 0.00015441002386813089 -3.0794074080383358e-05 -2.0944217578447482e-05 3.1248093706851804e-05 -8.5390268904675878e-05 0.0010463557918253749 0.00016308689792956819 0.0002677745559566443 0.00062729620137408359 7.8923871280972612e-05 -0.0003565599308502086 -2.0637155189549714e-05
leaf_count=29559 48652 7439 17815 82198 18652 4219 4767 1474 372 658 4398 46185 3066 840 1168 1967 1394 1235 5161 4520 9267 28897 18269 202 1929 509 459 723 355 15582
internal_value=0 -0.0186051 -0.0238664 -0.0349298 -0.0189537 0.0463904 0.0177058 -0.0309716 -0.0584087 0.247885 0.0420506 -0.0636636 -0.0730111 0.205563 0.108363 0.140108 0.270398 0.0683553 0.0076294 0.06884 0.000253124 0.00503499 -0.0349027 0.0362343 0.186419 0.501307 0.0439924 0.301032 0.0884114 -0.0853853
internal_count=361931 332372 310854 251671 166407 23711 59183 142696 80612 1030 21518 79582 85264 5059 10531 9363 3361 6002 17120 9681 62084 60610 30531 12262 2995 711 30079 1182 2284 61767
shrinkage=0.000980392


Tree=4474
num_leaves=31
num_cat=0
split_feature=785 728 519 728 678 1148 932 332 1436 12 1292 507 1218 533 1458 496 943 1371 899 1179 1049 588 144 44 1118 212 689 1339 70 692
split_gain=21.4059 16.8088 16.7416 21.151 24.6327 27.6202 32.6104 23.2601 24.1581 22.4169 22.1037 21.3428 19.6784 19.5668 20.0288 19.5301 25.5312 24.4624 23.508 23.6341 19.8517 19.5089 19.2006 19.5373 19.93 18.955 18.8974 20.1661 19.2949 20.8641
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 -0.49008176997875957 0.34708990927187483 1.9644670326249816 1.0405860362224371 1.0000000180025095e-35 0.60428344764309971 -0.58399151183051878 1.0000000180025095e-35 0.65809631222906606 3.9048232315577729 1.0000000180025095e-35 1.8992776531617575 -0.58156299113013132 1.4693784537238983 1.0000000180025095e-35 0.53463811105147463 0.39823902895220703 1.374644686236685 0.71188872395471614 -0.022847536593051332 1.0000000180025095e-35 0.060152688630306678 -0.43203721400424822 -1.1110989058077336 0.34162050420822443 1.9141708173276695 1.6839661331033347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 12 -7 8 10 -9 -6 -2 13 14 15 16 17 -5 -17 20 22 -4 23 24 -20 -24 28 -28 29 -15
right_child=2 -3 21 4 7 6 -8 9 -10 -11 -12 -13 -14 26 -16 18 -18 -19 19 -21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00011241623344068119 -7.0141495500798632e-06 6.0813535733995369e-05 5.0289781663937715e-06 -0.00011272501783266532 -0.00014675491131960037 1.6689550414771672e-05 0.00042511339971663308 -6.3186703446801719e-05 6.9001454017735095e-05 5.6283678049222072e-05 -2.249776913223701e-05 9.9983152848625597e-05 0.00028915762159421957 -5.0345787258624505e-06 0.00010447353355968394 -0.00011694471152498133 -0.00048625281841852604 -0.00042612161912634005 -0.00020969388218146105 -0.00015021574313362027 -0.00030644550298403693 0.0001608871835461866 -0.00033648516160789056 0.00039469199376300642 0.00032839102328881812 0.00010950797900140653 -3.137263236832632e-05 -0.00011572093427568652 0.00043056490190929457 0.00037853386345079
leaf_count=3396 48652 26163 17120 17212 18714 6154 1094 9565 7214 29849 17570 10531 676 10584 2650 32555 3330 3430 1009 3807 653 4398 976 2192 727 2019 56699 21625 651 716
internal_value=0 0.0441144 -0.0190459 -0.0240323 -0.034274 -0.0530043 0.0845109 -0.00327275 -0.0458823 0.0308939 -0.0751064 0.0144083 -0.0605995 -0.0628081 -0.100001 -0.110749 -0.18336 -0.151789 -0.0793831 0.0190013 0.0984228 0.0384625 0.139268 0.251912 0.0456753 -0.0191992 -0.0416847 -0.0559223 0.0418753 0.020874
internal_count=361931 29559 332372 310854 251671 168759 7248 82912 43498 39414 36284 59183 161511 160835 70560 67910 23972 20642 43938 11383 7576 21518 6923 3928 1736 2995 90275 78324 11951 11300
shrinkage=0.000980392


Tree=4475
num_leaves=31
num_cat=0
split_feature=43 862 1255 936 718 494 1256 816 21 566 280 634 942 1450 1450 1457 1453 1464 1462 21 21 1459 1457 1457 1464 21 1450 1450 1458 1458
split_gain=10.7595 13.2716 14.7697 13.3163 26.1213 23.05 21.0233 20.1782 21.006 19.2113 19.9832 20.9289 23.1329 18.9345 21.0512 29.7369 32.7916 23.5701 22.9866 26.6532 37.7773 24.4587 22.2801 33.1452 20.5881 22.3729 19.522 25.2478 29.5304 33.7944
threshold=1.0000000180025095e-35 -0.97446007815901359 0.50023290202895654 0.30310323293594316 1.0159173274103563 -1.2090346019027356 -1.5789511732583497 -0.92870374882376117 -0.89074317784588486 2.3824772829776841 -0.70225358324659826 -0.81447035981151983 1.3389284674382023 0.88343564287383192 1.5329759659609314 0.31419197391419401 0.12628105476165655 1.7288330941478851 0.15277215250057224 -0.13431221002227373 1.0000000180025095e-35 0.49900387419946662 -0.014582202676597333 -0.49149927429923285 -0.065515111140320159 -0.13431221002227373 0.20285747808121529 0.01812218979783697 -0.69291310448648835 -0.54909029163641709
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 9 -6 -3 8 -8 -5 -11 -12 -13 26 15 18 24 -16 19 -15 -21 22 23 -20 25 -17 27 -9 -29 -30
right_child=-2 3 -4 4 5 -7 7 13 -10 10 11 12 -14 14 17 16 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00128594262062147 -0.0016696015796589107 -0.0086985362084345697 -0.011661948219445046 -0.002349964925154064 -0.0092600375821796348 0.0051703786227757413 0.0046283648873237026 0.00090169095422462154 -0.0040991691822905444 0.025284415460978999 -0.026178055349376297 0.011778832256282996 -0.054332391288250771 0.0084201705482052757 -0.00087187139001541957 -0.00098311929837281188 0.019365688243109577 0.014335428853187516 0.0026799020895371325 0.065057136825257572 0.020330101133329614 0.022340307401586719 0.021195440416020676 -0.035365037642744297 0.0062391078786295726 -0.027577406695997626 -0.0020664613919441003 0.01724374520458842 -0.014625751063666951 0.0062111078067772132
leaf_count=8033 74777 4008 3230 71702 2017 11723 5163 103256 20293 567 299 1019 73 2379 9406 862 692 1322 731 204 1822 526 317 519 956 793 24464 2396 1192 7190
internal_value=0 0.00112844 -0.087348 0.00396654 -0.0207765 0.0693286 0.0144758 0.0175796 -0.0467773 -0.0397655 0.170853 0.0283131 0.157446 0.0264463 0.0884896 0.163225 -0.00874687 0.0221621 0.249823 0.341371 0.513585 0.060759 -0.0854697 -0.224661 -0.132553 -0.289585 0.0166268 0.0291802 0.131881 0.0676752
internal_count=361931 287154 11263 275891 87400 13740 188491 184483 25456 73660 1958 1391 1092 159027 20529 9801 3303 10728 6498 4405 2026 2093 1567 1250 2611 1655 138498 114034 10778 8382
shrinkage=0.05


Tree=4476
num_leaves=31
num_cat=0
split_feature=785 120 404 608 45 1181 980 118 1148 1469 1466 1466 1463 21 496 374 477 1467 644 488 1425 1463 362 1469 1452 1464 1450 1463 834 872
split_gain=19.0637 16.8028 19.9888 21.1375 18.8573 17.6947 17.4785 17.4216 20.7362 19.1082 17.2971 22.5803 30.4739 32.8542 20.4442 19.281 18.9877 18.034 23.1629 21.4544 17.7882 20.8373 21.0848 21.1237 20.3674 19.6228 19.1541 18.5249 18.3964 17.9591
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76881834321921005 1.6529830500154947 1.0000000180025095e-35 1.2997001116531657 -1.2837981576665836 1.0000000180025095e-35 1.9644670326249816 1.7934017781504392 0.37829601484295772 0.33394102906587103 0.26178017910560175 0.81122649975724037 -0.52318489920737588 1.2786303643043428 -0.61860042855786568 0.80406431616723528 -0.34929633066952553 -1.7140395022171011 -0.49854827941355384 -0.41760968678764326 1.4618128458581461 2.3245041346128787 0.99496526778696004 0.35193241984319928 -0.50472565934813518 -0.35228055819827298 -1.4768141619092774 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 5 -4 -5 7 -7 8 9 -3 11 14 -13 -14 17 -16 -17 18 19 -2 25 22 23 24 28 -12 -26 -23 -22 -29
right_child=1 2 3 4 -6 6 -8 -9 -10 -11 20 12 13 -15 15 16 -18 -19 -20 -21 21 27 -24 -25 26 -27 -28 29 -30 -31
leaf_value=4.0263217316168543e-05 -0.00055457759979316663 -1.153118521864105e-05 -0.00012915496965740388 0.00043240277634832859 -0.00047643935766946061 -0.00033905633585159823 7.9411603970570743e-05 -7.9643585657453682e-05 0.00018379957766896063 -0.00020663750455292211 2.9483932957837184e-05 -0.00042666896209646077 0.00028438185535522393 -0.00076162339931535184 -1.0087747540762392e-05 -1.6919218425729627e-05 0.00014696811825525474 6.6850463360553877e-05 -0.0001371288649373408 -7.6376545932275652e-06 0.00069048031591758326 -0.0007267765472718209 -0.00015973620938443457 0.00085832449685074234 0.00066461148985053065 -0.00012855997223550097 0.00020493644737422292 -6.7067139793043813e-05 8.5662669763110797e-05 8.6386480484286712e-05
leaf_count=29559 516 47532 22787 580 146 683 10105 40636 2385 3388 11700 1774 707 208 95701 6680 8409 5503 21000 17717 270 220 1227 185 503 6316 1396 6830 9384 7884
internal_value=0 -0.0185201 -0.0416279 -0.114238 0.263403 -0.0281665 0.0596974 -0.0398399 -0.0122045 -0.0235761 -0.00607082 -0.0179731 -0.233831 0.0836708 -0.0143606 0.00149748 0.0790552 -0.0596276 -0.0787236 -0.0197965 0.0322144 0.0663301 0.13047 0.157343 0.145337 -0.0257062 0.344 0.00898547 0.102788 0.0172401
internal_count=361931 332372 128242 23513 726 104729 10788 93941 53305 50920 204130 158215 2689 915 155526 110790 15089 44736 39233 18233 45915 27899 12965 11738 11553 18016 1899 14934 9654 14714
shrinkage=0.000980392


Tree=4477
num_leaves=31
num_cat=0
split_feature=1430 1298 1469 835 1467 1466 1459 1452 651 747 578 1455 522 770 1118 1433 1320 143 1313 1259 980 602 483 1112 1189 49 1315 306 896 414
split_gain=10.8174 18.6875 18.6663 18.7353 17.6964 17.7196 21.7922 17.5154 17.2906 17.4672 18.4342 19.3418 16.7147 18.4204 18.2363 18.1619 17.2447 18.6764 17.1155 17.0717 16.6872 22.9172 20.9394 23.3787 17.2402 16.4759 16.3031 17.0716 16.2882 16.5277
threshold=0.54622893720785959 1.0000000180025095e-35 -1.0470123060412753 2.6047796401122034 3.8567296589757825 1.341016174566126 3.9622612253260763 1.2421253483605348 1.1107569744011787 0.98810451262880827 -0.87905496296652397 0.43490599497125654 -0.71745339412579689 1.4426058863953171 0.24176053798716707 1.2994777873310051 -0.38630805262010898 2.448767069975665 0.41295537231015478 2.4110759866694713 0.096699266796497971 2.6455866734826223 -0.87362063224717357 1.7985037969789224 -1.2228851374862122 3.6329264928364817 -0.044485633979434835 -0.50317114281868502 1.1780070679743837 0.93457354994300368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 25 -4 6 7 -6 9 12 -11 28 13 16 15 -15 17 19 -19 -2 22 24 23 -10 -22 -1 -23 -28 29 -12
right_child=8 -3 4 -5 5 -7 -8 -9 20 10 11 -13 -14 14 -16 -17 -18 18 -20 -21 21 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0020580285401208247 0.0066417642996852589 0.00018185564013440737 -0.0028112352490645368 -0.028121553795426774 0.039710214451568589 -0.012975212978811771 -0.086842579716007978 -0.011182758001334172 0.019749545494615023 0.02449246120222371 0.011729147542472592 -0.0048933730157909522 -0.00028288649320266956 -0.0057707396088800735 -0.028145969248310383 0.050864037003166163 0.0014375909635634936 0.0084802793370018087 0.060376465652503597 0.041148469894542662 -0.030298652606850857 -0.032332579926741795 -0.0025231649277486817 -0.026940831346479999 -0.0024763849546213718 -0.050911825113813897 0.042194906190758941 -0.017335804841894509 -0.011008926716436397 -0.003868552323475433
leaf_count=19036 6405 152207 104409 351 387 228 21 136 1064 524 4484 1805 48638 557 469 77 8879 161 130 164 353 762 4250 172 4453 109 87 235 503 875
internal_value=0 -0.0125197 -0.0372279 0.0278051 -0.0527362 0.286714 0.500113 0.589234 0.0169815 0.0295391 0.11954 0.0930594 0.0163004 0.0758628 -0.213025 0.0382488 0.0943857 0.175605 0.705376 0.151222 -0.0643834 -0.148354 0.0234486 0.279631 -0.0840452 0.036712 -0.456434 -0.0273711 0.150802 0.183397
internal_count=361931 276884 124677 19496 105181 772 544 523 85047 73671 8191 7667 65480 16842 1103 634 15739 6860 291 6569 11376 5890 5486 1236 4806 19145 1084 322 5862 5359
shrinkage=0.05


Tree=4478
num_leaves=31
num_cat=0
split_feature=50 194 678 1459 1468 1227 854 766 430 511 1256 414 1312 1449 963 1251 1425 537 1464 1260 1315 1393 632 317 1179 353 891 219 840 480
split_gain=10.7485 21.1166 14.8514 16.6293 20.4668 17.5364 16.4799 15.3465 18.6571 16.6488 15.1698 16.5114 15.0814 14.8257 17.9356 17.4145 17.0554 16.8869 20.0321 21.8236 17.6794 18.4516 17.6266 16.8742 17.9294 17.2203 16.8511 20.9411 18.2315 21.1687
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 0.73871680408646412 3.9650802667107272 1.3050901570463238 -0.87473648844905705 -0.96874355213052232 2.547155718644087 3.2503810482979563 0.023782105111104557 1.3651588718366614 -1.1028052912172719 0.71251893840138358 -0.39326664567783182 -1.1912896065334688 -0.49854827941355384 1.0000000180025095e-35 -0.34821093172591422 -0.39823329704808735 -0.20376304844526552 -0.47139477969338417 0.17160833311995624 -0.58386337757654105 -0.24785118282968718 1.1553358526182513 -0.62596221256662365 -0.8043029029701857 -1.0724364741141064 0.6191891193318656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 10 8 9 -8 -4 -12 -9 15 -15 -14 -17 18 19 -18 22 -22 -19 -24 -25 -26 -20 -28 29 -29
right_child=-2 2 3 4 -6 -7 7 12 -10 -11 11 -13 13 14 -16 16 17 20 26 -21 21 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-0.0029893549948927984 0.00031241167861923298 -0.0011050133757890379 0.0013659040856324699 0.010730064040078426 -0.039697191712723109 -0.010908695101028461 0.006864654541176872 -0.021923940089111391 -0.070105474380078581 0.05714658289480589 0.02383942324033491 -0.0321133093616267 -0.019876654908472062 0.019542985161230958 0.00084465512396742371 -0.0055118289596314696 0.023188513388352414 -0.0067531370365523915 -0.024932624919222487 -0.004416761858264933 0.029398600011314214 0.0071004709710758666 -0.01534120605027875 0.0010360160054945472 0.0337731594821849 -0.056381005513989807 -0.042767446646486504 -0.038260926210020037 -0.0011869940932810483 0.12902745746743746
leaf_count=74213 197382 61504 1031 4249 114 477 2794 470 39 71 816 66 662 853 1899 6651 521 1731 740 1029 569 1693 243 462 449 29 194 22 933 25
internal_value=0 -0.020215 0.000490383 0.0393458 0.152117 0.172139 0.0156399 -0.00168873 0.145756 0.165396 0.200665 0.39948 -0.023835 -0.0149336 0.128033 -0.0408575 -0.0264387 0.0360972 -0.0848533 0.102867 0.11101 0.254392 0.00387537 0.196472 0.317924 0.589193 -0.234555 -0.0736629 0.0350429 1.46857
internal_count=361931 164549 90336 28832 4840 4726 23992 22079 2904 2865 1913 882 19175 18705 2752 15953 15291 8640 3464 1550 5176 2262 2914 1183 940 478 1914 1174 980 47
shrinkage=0.05


Tree=4479
num_leaves=31
num_cat=0
split_feature=785 728 852 1307 284 986 1469 21 479 1028 21 1245 138 566 899 407 1037 203 333 1400 462 1320 620 450 563 396 902 969 704 566
split_gain=23.924 19.2397 23.4441 24.8516 22.1257 18.1164 17.6272 19.8414 21.0147 18.7406 17.8864 17.8708 17.5866 19.0315 17.5504 17.3977 20.1327 19.4072 17.3567 17.2736 17.2276 17.5872 19.2916 18.8063 20.1021 17.2532 17.1677 17.115 19.0435 17.0499
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 -0.13752235891992784 -1.0520142078483523 -1.0588145806293296 -0.13431221002227373 -0.37854602687012912 -1.271019091203941 4.5933813388752975 0.20935560560429764 -0.57709967851720212 -0.59808794795445575 1.8419729237591864 0.84645902423176334 0.22837682199839732 0.4774557781505589 1.0308016862606064 3.5000072699570697 3.5900732819318715 0.97912365359497311 0.88084169889549835 -0.83567651168909196 1.5259646835875491 1.0000000180025095e-35 1.0157087556987903 -0.12121415997224265 -1.0147207219938077 -1.1998937517443011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 7 8 11 -10 -8 -2 13 -13 -7 16 29 -18 -3 -14 21 23 -23 25 -25 -9 -19 -20 -29 -6
right_child=1 18 3 5 15 14 10 20 9 -11 -12 12 19 -15 -16 -17 17 26 27 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.5105977765564439e-05 6.9425044866742544e-05 -6.0521256230570228e-05 -4.1797277195737372e-06 -0.0006521101016948495 -0.00046743318237961966 -0.0001192580856325384 -2.9244504998948922e-05 -0.00010551785511639389 -0.00022801505951425261 4.6125143677439347e-05 0.00081338870090731619 5.9553835197662417e-05 0.00018710561005277597 0.00067119862683161159 0.00034682854367655585 -3.2741784383032368e-06 0.00031264847307548298 -0.00011892186754638053 -6.8882922924228045e-05 -0.0011005818760433019 -0.0010319664953692389 -0.00034993971660017136 0.00028973303413448579 4.1813263221446229e-06 0.00036970851815765009 -0.00070426741656192293 0.00068471294207546188 0.00083222505829457405 0.00013557876176249553 9.9125439905922559e-05
leaf_count=29559 5664 94191 10513 372 286 4591 172759 937 2064 5533 92 326 2288 665 435 3372 4319 929 2753 48 100 1404 283 9604 674 391 130 209 2782 4658
internal_value=0 -0.0207121 -0.0102755 0.0472188 0.0733423 -0.108556 -0.0195515 0.0288651 0.0800293 -0.0138932 -0.0291699 0.145215 0.263761 0.495163 -0.071445 0.127856 0.171023 0.259726 -0.0522118 0.166488 -0.0329516 -0.0270044 -0.2467 0.00133814 0.0299259 -0.261619 -0.0103281 0.0729683 0.189055 0.0728304
internal_count=361931 332372 232437 29605 24207 5398 202832 29981 16588 7597 172851 8991 3327 991 5026 13694 10322 5378 99935 2336 13393 13293 1687 11606 10278 1328 1059 5744 2991 4944
shrinkage=0.000980392


Tree=4480
num_leaves=31
num_cat=0
split_feature=785 728 519 728 803 666 333 678 678 1218 873 1465 665 1080 1329 1241 209 908 1449 1468 1456 1240 507 823 356 28 841 1392 791 911
split_gain=17.1179 14.6902 14.4831 19.5829 22.1056 37.0929 36.4004 22.4613 22.0396 23.6181 21.8745 28.4921 27.1253 27.3671 23.1321 21.7864 20.6027 22.1679 22.5209 22.1209 20.4155 19.9191 19.7394 19.6232 19.2752 20.0882 19.0567 24.1361 20.7896 24.5745
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.0308016862606064 1.0000000180025095e-35 0.34708990927187483 3.9048232315577729 0.45120890067825536 0.56487967955244278 0.85652824257920523 2.2092738772757108 0.43584835922152426 -0.31721277594761715 -1.038133627958042 -1.4446427012740177 0.6853839265082079 2.213655904251008 0.48268798061829216 1.0000000180025095e-35 0.65809631222906606 2.7559558503392179 0.3567495888538128 1.0000000180025095e-35 1.2033375552762957 3.0243454669273118 1.4161025625550929 1.9739944804704064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 22 8 7 -7 -6 9 10 14 12 20 15 26 -14 -10 -18 23 24 -12 -8 -2 -19 -20 -26 27 28 -5 -30
right_child=2 -3 -4 4 5 6 21 -9 16 -11 11 -13 13 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00010551585320321214 -3.7880966731893677e-06 5.6750697608355255e-05 3.731914779229625e-05 -2.5076090466806137e-05 -0.00020245664131502775 0.00031358144221175317 0.00021445601832825894 5.5147285757224407e-05 -0.00014675338252949672 0.00033543491089521398 -0.00012474082656231512 2.8998637063965423e-05 0.00015931381665232084 0.00041859615639483429 -0.00010971457928113565 -0.00015912924083151374 -0.0002561611160166656 -3.9083704034430838e-06 0.00019183963643276905 -0.00030474656265980335 -0.00028180379011283574 -0.00055184349657231777 9.9221216061349914e-05 -0.00041808315402924056 0.00016606686099277353 -0.00014261992872036043 -0.0001230457416614479 0.00044389850719289356 6.0468271116368116e-05 0.00052647728118215636
leaf_count=3396 48652 26163 21518 67884 2881 3351 237 4547 6401 651 26849 7352 1712 642 25718 3208 2322 58429 6446 622 6213 374 10531 1034 1818 2041 9710 648 10009 572
internal_value=0 0.0411086 -0.0154766 -0.0201248 -0.0300011 0.0650151 0.230421 -0.0318768 -0.0355048 -0.0538075 -0.0562069 -0.0995512 -0.127431 0.0210123 -0.035783 -0.0441095 -0.00536792 0.00408772 0.00998327 0.100094 -0.155506 -0.245646 0.016906 -0.00804715 0.123387 0.00147357 -0.0176909 -0.00466601 -0.00902383 0.0956901
internal_count=361931 29559 332372 310854 251671 11390 3962 7428 240281 161168 160517 45976 38624 5562 114541 4920 79113 72712 70390 10927 33062 611 59183 59463 10305 3859 88823 79113 78465 10581
shrinkage=0.000980392


Tree=4481
num_leaves=31
num_cat=0
split_feature=785 728 21 1464 1459 854 2 835 905 1120 1241 1109 767 1043 1244 692 1464 13 986 631 1189 162 415 1457 72 764 1181 830 1174 138
split_gain=11.0901 12.4033 12.0778 18.0109 16.9087 12.6851 13.3343 13.8359 18.0889 13.9006 12.8268 15.2432 12.7123 14.3535 12.3388 15.4161 14.8819 13.4675 15.9935 13.1201 13.7082 12.2947 12.1701 12.1516 13.4694 12.3897 12.1614 12.9002 12.1249 13.7633
threshold=-0.86283290253235112 -0.49008176997875957 -1.0798509198017876 -0.1219094853058012 -0.38162664254115064 -0.87473648844905705 2.4968408717045691 -0.19754275802811244 1.0032378927899785 -0.27236059242337746 1.0000000180025095e-35 -0.60908354424948097 -0.3938430024370137 0.3982035329665205 1.420688659198037 -0.62005960918608694 0.62857067858593341 -1.3026821809745879 -0.73071096158355187 -0.30640905743568392 -0.67909397731818866 -1.0874050400604047 1.6666562418890527 -0.37562804806261624 -1.4318206758236927 -0.13990326144302515 0.91911502601031014 0.022889739456384315 1.3862557436108511 -0.016563660446407062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 23 7 9 14 12 -8 -12 -7 22 15 -9 17 18 -17 20 -16 -15 -14 24 -4 -25 -27 -28 -26 -30
right_child=-2 2 5 -5 -6 6 10 8 -10 -11 11 -13 13 21 19 16 -18 -19 -20 -21 -22 -23 -24 25 28 26 27 -29 29 -31
leaf_value=-0.0050041831765264113 -0.00043612464128494027 -0.045809891582276045 -0.068203675595655114 0.0056606224588036059 -0.0079581140835014476 0.011010872754526949 -0.035630189665442423 -0.0066599422538192376 0.017059614129240383 -0.0035604223100094397 -0.050575270195641245 0.017722346945507252 -0.0045279944208865925 -0.032169847211843371 -0.070123733019158391 0.029003434879405939 0.017262088895603236 0.0056536043300924217 -0.030312967570391636 0.0036557297101980531 -0.014785007837715032 0.014210407036997753 -0.045145110976936652 0.028141430706976681 0.0077758683590645793 0.012745852349326584 -0.073423175677790498 0.015228814262106014 0.0094140516931858834 -0.085444745628364627
leaf_count=3396 332372 259 30 625 466 1982 221 1238 1533 6297 64 157 1549 77 75 68 1370 5875 273 367 255 867 110 715 1020 497 52 43 37 41
internal_value=0 0.0369508 0.0524121 -0.159834 -0.418405 0.0632293 0.0469177 0.0546802 0.109674 -0.00199745 -0.332293 0.0388743 0.0898792 -0.0139652 0.0749943 0.0974313 0.134272 0.0891834 -0.348174 -0.20566 -0.530116 0.207274 -0.138077 0.218594 0.0446071 0.365448 0.122061 -0.670533 0.0885317 -0.76891
internal_count=361931 29559 26163 1350 725 24813 22378 21936 11054 10882 442 221 4585 2603 9521 8824 7586 6216 341 697 330 944 1659 2435 1128 1307 592 95 1098 78
shrinkage=0.05


Tree=4482
num_leaves=31
num_cat=0
split_feature=685 1242 633 1193 184 1469 12 380 979 566 415 76 1101 382 1390 489 1035 1448 848 1049 737 982 1393 1249 696 1262 1258 59 978 1242
split_gain=10.7392 16.3589 17.1939 20.6188 16.7979 19.355 20.6387 17.7422 16.4272 23.8129 19.9466 18.5747 16.3198 16.5478 16.2567 17.6806 16.2207 16.1351 16.4939 16.4371 16.34 20.5113 17.8984 17.3958 17.0754 17.3026 16.3643 16.0005 19.2648 16.996
threshold=0.58104764358843186 1.7163795763512886 -0.27504643491982955 -0.41375535773659156 1.384368771371848 0.40860155981874441 -0.0027355577712671122 -0.58033581910417398 0.041742805577328713 1.3455821480695043 -0.14827395005965505 0.5286676473797518 0.97021963522769938 1.0000000180025095e-35 -0.49345584573378382 -0.58137753737464892 0.58963235741529607 0.65172053169297739 -0.24198007199184737 1.2334500886949249 0.52953867530939236 1.9534928845231068 0.45048455753455335 -1.0379961182693029 0.68906861538030395 -1.2429090656786299 0.825496173413797 1.7621890616334766 -0.80765472458323495 0.55716507008045646
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 12 5 17 8 -8 9 14 -10 -12 13 -4 15 -7 -15 19 -19 20 23 24 -23 -2 25 -22 -25 28 -28 -30
right_child=1 2 3 -5 -6 6 7 -9 10 -11 11 -13 -14 16 -16 -17 -18 18 -20 -21 21 22 -24 26 -26 -27 27 -29 29 -31
leaf_value=3.3289996462527739e-05 -0.012566377541157797 0.001408767383533254 -0.035435745119168714 0.040272257902405531 -0.0091982018197895015 0.015985650602077042 -0.024489784304542787 -0.007357079262769373 -0.0043875863324421751 0.017900034944681783 0.0063057566818176996 0.036362978620562425 -0.060391494612516194 0.053809643500031978 -0.017107589342219731 -0.011413011048450468 -0.048188542823929335 0.00047734323716597466 -0.011159113605010344 0.010805326321379215 0.039855833467943365 0.044096487450296824 -0.0248992724415435 0.0022294610488336674 0.015198679691380158 -0.0020743632918434106 -0.028162887029367225 -0.043706137012587937 0.0069726043918082155 -0.020514378404244891
leaf_count=306971 2130 2123 93 394 6568 672 1770 3549 2147 512 1308 505 69 109 2943 1108 28 3949 3965 2353 132 340 80 10076 1447 3900 568 254 1386 482
internal_value=0 -0.0382447 0.14839 0.470523 -0.0490249 -0.0328303 -0.117002 -0.253838 -0.0398146 -0.141477 0.089525 0.294169 -0.0396812 0.252479 -0.209633 -0.0103286 0.702548 0.000674149 -0.0988074 0.0337132 0.00925891 0.120081 0.65122 -0.0361151 0.0791709 -0.00749302 -0.00105597 -0.181887 -0.12404 -0.00509802
internal_count=361931 54960 2816 693 52144 45576 14514 5319 9195 5235 3960 1813 299 230 4723 1780 137 31062 7914 23148 20795 5899 420 14896 5479 4032 12766 2690 2436 1868
shrinkage=0.05


Tree=4483
num_leaves=31
num_cat=0
split_feature=51 519 911 588 347 578 853 841 414 691 718 1470 1254 214 487 769 626 790 292 372 62 854 1449 635 1320 424 144 373 1465 905
split_gain=10.6691 12.8338 24.9849 20.155 16.8027 16.9562 16.0733 16.0232 15.9454 15.6794 25.6903 22.5796 22.7938 25.7844 21.6053 22.9801 21.254 20.1291 21.0363 26.8575 19.9725 19.6519 18.9402 18.543 18.6087 18.1162 21.2838 18.1062 17.0488 17.0045
threshold=1.0111847875080273 2.1420547332082829 0.98121470477716499 0.71188872395471614 -0.30734781186735077 1.8517742352982574 0.91359539958596292 2.5122659814280346 -1.6377543470840419 -0.026659474642911331 1.7690287660176487 0.45488835002924377 -0.42504707015468357 0.81189204188106212 0.3100409281469787 1.3014925285888121 -0.099620331740077908 -0.98749476024803362 1.0179513283544732 -0.89164644713046382 1.1295246676492809 1.8743951835101063 -0.67644785418678099 0.69173595090600304 0.32872571069370621 1.4005963100403662 -0.45043034407565252 0.34276357720764256 -0.099720559038131346 -0.99556230695286418
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 8 -4 -5 -3 -1 11 16 -13 17 15 21 -11 -14 19 -19 25 -12 -20 24 -24 26 27 -18 -16 -28
right_child=-2 2 6 7 -6 -7 -8 -9 -10 10 14 12 13 -15 28 -17 20 18 22 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00047587006497770554 -0.0018938366048612309 -0.027161421684696659 -0.0079452357423023864 0.010952766788352599 -0.00070726415755014761 -0.015843146240502967 0.0076087715232922674 0.067651420561586226 0.0099075900174936584 -0.0033738951051280118 0.0062537359341017134 -0.010522019100674905 0.012157657502880316 -0.013588120563065418 0.0025895416146963068 -0.0078618198595823193 0.0092582686128448079 0.013461427585838917 0.0299117877774151 -0.0067020545553860486 -0.0089684081899721636 0.026044626170092868 -0.00069795710844532837 -0.029863587038861175 0.036571538248344179 0.010507185717831309 -0.013065389022993099 -0.0038664022937533503 -0.010166869138239941 -0.0001743435391524943
leaf_count=176132 54984 177 3441 3359 7456 399 950 50 4913 32696 8580 10428 1484 3056 3607 1494 6189 1064 432 8665 2722 690 763 200 266 3163 2125 1957 2759 17730
internal_value=0 0.000867567 0.0525188 0.0921257 0.0523738 0.145095 -0.0899705 0.238485 0.177349 -0.00360553 -0.0269779 -0.0439977 -0.107442 -0.0534566 0.0551376 0.114057 -0.0206236 -0.00954196 -0.045117 -0.088984 0.0201447 0.154509 0.199199 0.0403359 0.176425 0.0369699 0.0179045 0.121067 -0.0610566 -0.0238349
internal_count=361931 306947 20745 16354 12945 5489 4391 3409 5090 286202 110070 92940 26358 15930 17130 10764 66582 12874 11390 9729 33886 9270 1661 1229 1029 31164 28001 8146 6366 19855
shrinkage=0.05


Tree=4484
num_leaves=31
num_cat=0
split_feature=1423 1426 21 1036 1453 1177 49 1425 747 615 1449 966 1463 767 494 365 894 276 637 1386 263 905 430 158 294 547 147 1167 61 278
split_gain=10.5622 14.1451 19.3696 19.1136 19.6207 19.3528 18.9588 18.4813 24.3393 22.5208 20.1414 18.5675 18.9539 18.6422 18.7596 18.932 18.4874 17.7305 20.5533 17.8992 17.2311 17.1468 17.1008 22.1908 17.0038 22.1828 18.5953 17.2903 19.0649 16.8601
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.13431221002227373 2.10116745471908 1.9142027959396961 -0.94260571773801693 1.0000000180025095e-35 -0.49854827941355384 2.9062597313169154 1.7711288261699307 2.6019541624284721 0.57090555629560535 0.94170239728407068 0.92106246496974908 -0.70508623536366044 -0.1604473193334959 -0.73325119029519958 1.7404623476930527 -0.54327340777146738 -0.85452620936105361 0.66115833724634121 -0.48717182136609766 0.58783872342364096 1.5819889873075452 0.36828056311239343 2.2607263609058417 0.08151029814300452 -0.66057125917176163 1.7262725660818381 -0.29961580934969728
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 6 -6 -3 -4 9 11 -11 12 13 -9 -15 22 -13 24 29 -20 21 -7 -16 -24 25 -1 27 -26 -29 -19
right_child=-2 3 7 -5 5 20 -8 8 -10 10 -12 16 -14 14 15 -17 -18 18 19 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.0031927931115316405 -0.0015951140282482218 0.00026435800254668906 -0.0023400317742994481 -0.012219777367681062 -0.012019407688713856 -0.0066658506521838972 -0.00320292963686284 0.003383603162996528 -0.014745710354222674 -0.0064666705328109784 0.024657559328308695 0.0058070815463482431 0.0097316941225861278 0.010498685778756107 -0.0058265777030836706 -0.015150341534844087 -0.0034959477983055711 -0.010436672201290839 0.030227417645566981 0.0095463414157397376 0.021165564501184089 0.010636699806951477 0.0074102632547139767 0.085359356757257088 -0.0045838613612971223 -0.0058535060568832772 -0.0060870974636992757 0.0069661599570285783 -0.015915159717799356 0.014313037155309691
leaf_count=51264 74863 51916 38611 2683 653 1238 45230 29250 1212 7217 244 3345 4252 1043 2544 1782 11665 1169 719 2387 907 2060 883 35 4352 5016 8200 6069 599 523
internal_value=0 0.00203181 0.0135751 -0.0212776 -0.0163575 0.121377 -0.0247194 -0.00655486 0.0161129 0.0221514 -0.103134 0.0362916 0.0610636 0.0439515 -0.062964 -0.114459 -0.0293237 0.0409428 0.178021 0.287172 0.176241 0.0938681 -0.0250373 0.220357 0.0322623 0.0515825 -0.0305422 0.0313062 0.102872 -0.0341732
internal_count=361931 287068 182381 104687 102004 4858 97146 102083 63472 62260 7461 54799 39789 35537 6287 5244 15010 80298 4798 3106 4205 3298 3462 918 75500 56280 19220 11020 6668 1692
shrinkage=0.05


Tree=4485
num_leaves=31
num_cat=0
split_feature=888 759 258 287 1396 833 566 1037 1398 1212 817 323 1177 915 569 280 690 698 1032 17 171 843 694 281 1191 292 900 628 1182 416
split_gain=10.502 12.4381 15.9641 14.3187 21.1441 14.593 13.7644 13.6728 13.4223 14.0304 13.163 15.4381 16.9047 14.3876 13.2841 14.7793 17.8981 13.4399 17.2881 14.494 14.2462 13.3185 19.5904 15.7123 19.9406 15.65 14.0002 13.8312 13.3254 14.8494
threshold=1.0000000180025095e-35 2.1361056549418347 1.0000000180025095e-35 -0.44388749857237525 -0.3689743479632252 1.3553440704010034 0.53233106186701051 -0.59358836643809709 0.42058611259604356 -0.72824034023836837 3.2800011617759632 1.0000000180025095e-35 0.26224038323155557 -0.11372201006058917 0.52602231833944024 -0.87766184637535438 -0.73147185380092938 0.63606750725357297 1.0000000180025095e-35 0.36133399834895169 -0.89421453632921066 -1.5374455690874542 -1.2324613141171719 -0.27700519262931206 0.9346940692305078 -1.1291569449744425 -1.756238676020166 2.6033611761666799 1.9065470348057509 0.10423293664587908
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 6 8 -6 -3 -8 9 -5 14 -12 13 -13 21 16 -16 -18 19 -19 -20 22 -2 25 26 -24 -25 -23 -28 -30
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 11 12 -14 -15 15 -17 17 18 20 -21 -22 27 23 24 -26 -27 28 -29 29 -31
leaf_value=2.7424938191728547e-05 0.036387551690305081 0.054189412505899537 -0.011881203413157593 0.090424207536340798 -0.030172264062391697 0.047954309635068457 0.049464512856658538 -0.058220747972838549 -0.014356227080455409 0.023364123916111566 -0.026954245632253321 -0.040376862411128367 0.17050572275430423 0.090372058912026876 -0.0185302466630884 -0.0094748865884464132 0.0019437918732125707 -0.035318216654739387 0.0041918575127564269 0.049850878447707123 0.06857319115486081 -0.00038855485014632773 -0.0014892467673958652 0.044387931372942918 0.026497355701360095 -0.035889500293746705 -0.025298500011656223 -0.027292126555855275 -0.014861697527568591 0.10984156904250382
leaf_count=315733 149 252 573 58 276 37 31 44 104 139 61 36 21 27 499 9880 833 110 84 49 153 29638 427 77 281 1086 794 406 53 20
internal_value=0 -0.0425473 0.202155 0.382699 0.143596 -0.351717 0.80282 -0.144732 0.613515 0.933215 -0.0506507 0.811737 1.45934 0.732894 -0.0531646 -0.141229 0.0881029 0.256177 0.620215 -0.10123 0.997547 -0.0282476 -0.222163 -0.284762 -0.0571252 -0.508076 -0.279036 -0.0136926 -0.38706 0.715232
internal_count=361931 46198 1514 941 614 313 327 75 301 197 44684 145 84 63 44539 11608 1728 1229 396 159 237 32931 2887 2738 1225 1513 944 30044 867 73
shrinkage=0.05


Tree=4486
num_leaves=31
num_cat=0
split_feature=785 181 49 1286 804 678 919 920 718 109 685 1450 1450 1317 761 685 427 412 764 830 213 493 1106 427 149 718 508 608 810 1467
split_gain=21.4639 16.1221 18.2502 19.7533 24.2837 28.4704 24.9733 29.4837 24.342 21.1895 19.7978 19.5144 21.1348 19.2046 19.5403 19.0964 21.4449 20.3146 18.8258 18.4275 24.6915 19.033 22.1234 18.8067 18.2679 17.9041 31.7729 25.5198 34.7661 22.5417
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1349154245379338 0.78161905918100072 0.45538871002063286 1.6243751288565669 0.64140609814175198 -0.83967173534858641 1.0000000180025095e-35 1.0000000180025095e-35 2.758321233574017 0.88343564287383192 0.87081989481316024 -0.019355669880207347 0.34824070386020561 1.0165023615855489 -0.60706248525251094 1.0000000180025095e-35 2.2326458463709922 1.8227892136636004 -0.99842785472427087 1.6942147423222724 0.92624741319159087 0.76798619975322913 2.9441038360455134 1.7690287660176487 0.93928964529742032 0.66665475971017707 -0.65819684525605759 2.6212945108504591
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 15 6 7 8 -6 13 -10 12 25 -8 -15 16 17 -5 -18 21 -21 -4 23 -23 -17 27 -27 29 -29 -2
right_child=1 -3 19 4 5 -7 9 -9 10 -11 -12 -13 -14 14 -16 24 18 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.2928211842269265e-05 -5.7707785936277357e-05 -5.5185349197152979e-05 -9.7675357179157306e-05 -2.87690665963101e-05 0.00035442014529812725 -0.0003011576003459865 -1.6139568871324845e-05 3.2624258454248371e-05 -0.00038797933263742877 0.00071201683898692008 0.0013123415723049182 4.2278341500379994e-05 -0.00062081969700849855 -2.0047190157177286e-05 0.0009313991568317046 -0.00017921769285316545 4.0020688257746876e-05 -0.00033844265487455194 0.00038525149590218751 -0.00043206645396954148 0.00026645068411711696 0.00034432721998821526 -0.00038276796381545209 -0.00023536062729482478 0.0016291496566540704 -9.2430465940964615e-06 0.00019245702731064207 -7.6609246927849395e-05 7.2804943254042747e-05 0.00018941031470609974
leaf_count=29559 105757 69820 29435 5269 2540 691 651 8427 318 531 30 24080 326 153 212 4007 18740 1218 733 371 1535 1805 454 436 30 19034 4410 10092 19393 1874
internal_value=0 -0.0194323 -0.0119471 -0.00505125 0.0372533 0.112228 0.135667 0.0990884 0.28642 0.384574 -0.234987 -0.0158806 -0.0255146 0.208116 0.577099 0.000396504 0.0198144 -0.0974161 0.0544754 -0.0664324 0.154386 -0.0817249 0.126573 0.232509 -0.166527 -0.0243362 0.0331932 -0.0349025 0.0190678 -0.0539051
internal_count=361931 332372 262552 228516 43550 13553 12862 11315 2888 1547 348 184966 160886 1016 365 29997 25960 6487 19473 34036 1906 32130 2695 2241 4037 160560 23444 137116 29485 107631
shrinkage=0.000980392


Tree=4487
num_leaves=31
num_cat=0
split_feature=785 885 1457 81 1107 1002 332 464 1065 568 1461 988 983 1325 1242 1382 1045 1080 718 507 694 1148 608 790 1386 979 1390 499 583 635
split_gain=19.8968 16.1485 21.1491 20.8691 19.6658 21.058 22.8577 32.1688 23.2198 22.3299 22.0353 21.2664 19.4451 19.3083 19.8093 19.2854 18.8827 18.1441 18.7691 31.7533 26.1225 23.2902 24.6863 33.5245 22.7668 23.7077 22.8272 23.0164 22.3832 21.6308
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.1720793062237382 -1.3056775892169139 0.69854289147193727 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 -1.1525449550552225 5.4281164756817288 -1.3820670939764912 -0.30518366188602924 -0.1655977563054756 -0.86273403807903126 -1.4119668126558766 1.0070162970853074 3.9810989087578279 1.0159173274103563 0.65809631222906606 1.2927572326739147 3.073785392405322 0.66665475971017707 1.8618223311409718 0.37625148072740094 1.0333387011967667 -0.97986167291695836 0.14872693232370457 -0.99544907250003589 1.5133232492243236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 -3 12 6 7 -6 11 -10 -7 -8 16 15 -15 -13 -5 18 21 28 29 22 24 -24 25 26 -2 -28 -20 -21
right_child=1 2 -4 4 5 10 8 -9 9 -11 -12 13 -14 14 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=4.2036260252590734e-05 7.2291931705376021e-05 -0.00019772871306841699 0.00045076714091378051 -0.00010330239257786139 -9.6302858588304295e-05 -7.4620144782276134e-05 -0.0005543925164512378 4.5282367286142456e-05 0.00054360471158818458 -0.00010525032093229319 0.001122655437769211 -0.00041697079780407098 -0.0003625604702036977 -6.4692577529683456e-05 0.00014797971748915065 3.9991697510342945e-05 0.00057072902675009299 0.00025235151574693496 0.00011687419856203557 0.00032604937114921224 3.1102953589855335e-05 0.00018672029925336981 -1.9780677248257499e-05 0.00019011099331114016 -0.00011023677253181706 -0.00013209027967893392 -8.4266562382405912e-06 -9.9039057939984785e-05 -4.2205185021851301e-05 -0.00037788097573831733
leaf_count=29559 12195 3422 426 1737 20972 11848 298 16423 219 4341 56 532 2120 2160 16630 15925 322 953 5041 2829 5183 2056 33362 3913 45288 14893 46976 27785 34247 220
internal_value=0 -0.0180816 0.00566654 0.00324215 0.00857177 0.0144413 0.028419 -0.0183046 0.0600834 -0.0754593 -0.0690926 0.0786858 -0.171334 0.0827628 0.127577 0.0292185 -0.00483145 -0.0297314 -0.0313451 0.00946993 0.131851 -0.0431543 -0.0464554 0.00370981 -0.0629792 -0.0424327 -0.0262042 -0.0431725 -0.020222 0.284764
internal_count=361931 332372 97431 97005 93583 89404 77500 37395 40105 4560 11904 35545 4179 35247 18790 16457 2059 234941 233988 47520 8232 186468 184412 37275 147137 101849 86956 74761 39288 3049
shrinkage=0.000980392


Tree=4488
num_leaves=31
num_cat=0
split_feature=50 56 1454 426 1220 1454 1173 1379 592 978 83 1040 940 776 1464 1228 4 216 211 907 1461 1461 1462 1094 1469 1454 482 1188 1461 1287
split_gain=10.5316 20.4536 16.6367 15.6912 19.145 18.0511 20.2625 16.5978 16.6074 18.1954 19.5787 16.6228 16.3491 18.1792 16.9594 21.049 16.0426 15.6611 17.9658 18.7938 17.6026 20.2385 41.6206 24.8258 19.8895 17.5798 20.868 21.0386 19.8735 17.44
threshold=0.55630078546380823 1.0000000180025095e-35 -0.98478334500156417 -0.56224698483221347 1.0000000180025095e-35 1.0692506903199488 -0.9639876308303067 0.39094954246061359 -0.59494694347224619 2.2492598668928898 -0.030281838485104112 -0.31944239093730553 1.0000000180025095e-35 2.2765290603293518 0.13308716897351316 0.9948761292206888 1.0000000180025095e-35 2.1024521190262688 0.37597577467209248 0.91338477980551935 0.47977897591105673 -0.2634310735630721 -0.19885837063566666 1.0000000180025095e-35 0.31418336311431067 0.10128998396582999 0.71727991065692065 -1.4430195479135761 0.015972945945272817 -0.49798711729611411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 17 -7 8 9 10 -8 -12 -6 14 -14 -16 -9 20 -19 -20 21 29 25 24 -24 28 27 -27 -23 -5
right_child=2 3 -4 5 12 6 7 16 -10 -11 11 -13 13 -15 15 -17 -18 18 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0019290451692410716 -0.013067412175664093 -0.0041962954324182818 0.0010409343858926281 -0.0006269362003882787 0.0018741883198257097 0.0085997391324152371 -0.015081113677266063 -0.0040896573917856543 -0.0099351132604387927 0.046101270117679102 -0.01546809565471889 0.025463307942453203 -0.011613618440795359 0.026094211518650007 0.0054329991912071005 -0.03586205310319935 0.010231161921502183 0.0077627779296059801 -0.018104532532910479 0.010391949468150514 0.0053212911629239371 -0.034005674413732645 0.0070058512495916637 -0.0049274976286732275 0.040286334430745675 0.081179068980824096 0.019345755207376549 -0.044716004126733044 -0.0057854038080948113 0.0031797127182826776
leaf_count=123658 1290 23015 82873 25203 23358 1670 567 2457 6187 93 169 395 4853 314 2269 253 1458 813 1848 433 14972 528 522 1013 373 20 94 531 3333 37369
internal_value=0 -0.011663 0.0173349 0.00466276 -0.0299685 0.0203019 -0.0557831 -0.0887686 -0.15122 0.07944 -0.00398305 0.275293 0.00939815 -0.102308 -0.130125 0.0355213 0.0240506 0.0321889 -0.137613 -0.254103 0.037532 0.0222646 -0.108028 0.173637 0.430659 -0.242763 -0.611123 -0.800694 -0.178432 0.0336032
internal_count=361931 277768 84163 154110 54062 100048 12996 11326 7411 1224 1131 564 31047 7689 7375 2522 3915 87052 3094 2281 83958 68986 6414 1908 895 4506 645 551 3861 62572
shrinkage=0.05


Tree=4489
num_leaves=31
num_cat=0
split_feature=785 207 519 134 955 1040 827 971 742 905 976 967 1104 710 870 21 152 209 146 352 142 708 1117 910 1191 507 988 180 848 75
split_gain=10.588 11.6914 18.5983 18.7985 23.035 18.4904 17.9949 17.8773 18.8284 16.9486 17.7707 16.7286 18.5525 17.8699 17.3322 16.5934 19.8593 18.5571 17.8179 19.382 17.747 17.3885 17.738 16.4813 19.9178 16.4143 16.4637 16.4005 16.1611 16.0166
threshold=-0.86283290253235112 -0.056979058706651924 2.1420547332082829 1.35321484427453 1.3670073888404592 -0.47214873373668836 -1.1316860141787215 0.87186294573045586 1.0000000180025095e-35 1.0727613779984251 1.6120918677639338 1.2332874055625767 2.5848357979845171 0.01491571518816776 1.4311114217578251 -0.13431221002227373 0.060435067543285405 -0.6502258808021848 0.49780483967879535 -0.49517245611161198 -0.9128283076381779 0.2371187220269009 0.22669439435627955 0.59898380767563097 0.5994029798918441 1.0941628986121894 1.9686911973953318 -0.4834968643268055 1.8351362432249834 -0.19154183652739729
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 4 5 6 9 15 27 -3 -11 29 13 -13 25 16 17 -6 -18 -20 -21 -19 -23 -22 -25 26 -15 28 -9 -2
right_child=1 2 -4 -5 7 -7 -8 8 -10 10 -12 12 -14 14 -16 -17 18 21 19 20 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0018444724692599048 0.00051822698509679179 0.0019382533673988533 0.0047000884697052416 -0.0034937811357161046 -0.012121394728370665 0.0019679029329097686 -0.0024329426579940395 0.0022673655520816785 -0.045293608327875295 0.023472616665411533 -0.0517419739252373 -0.0082724226559076509 0.022458766039796088 -0.002844268315295502 0.02034209034154906 -0.006770880829557427 -0.017439481534540606 0.023702360760744199 -0.019779185616359964 -0.023354642923203779 0.016084651807100621 -0.03097820844872673 0.020625055443837585 0.087656009542031788 -0.056812530220995444 0.011871179465528452 -0.027383258177955234 -0.019377444496149601 0.10480372330142709 -0.001936364854650374
leaf_count=29559 78763 3959 10241 26443 521 73597 29476 494 349 731 47 12317 410 6524 592 6089 1024 1324 276 123 401 276 187 82 20 998 518 1187 21 75382
internal_value=0 -0.00777088 0.00689206 -0.000726942 0.0098229 0.0197882 -0.0265453 -0.0935656 -0.312904 0.107838 0.394604 -0.0215615 -0.090082 -0.100892 -0.0121683 -0.0520982 0.0683808 0.2303 -0.113105 0.124147 0.35899 0.340211 -0.108138 0.555408 1.35345 -0.0436483 -0.091431 -0.2113 0.137476 -0.0133675
internal_count=361931 332372 156868 146627 120184 107810 34213 12374 2051 4737 778 175504 21359 20949 8632 10323 4234 2308 1926 902 626 1787 463 503 102 8040 7042 1702 515 154145
shrinkage=0.05


Tree=4490
num_leaves=31
num_cat=0
split_feature=785 561 852 1383 1458 1449 1450 1454 1235 1463 1449 1458 461 696 499 415 1450 1454 641 1466 1458 706 1460 1459 1459 1463 1456 1456 1470 1450
split_gain=18.3282 16.3894 18.19 21.177 18.9889 19.9232 26.8298 22.3346 26.5488 32.7631 24.6696 22.0986 21.6583 21.6733 22.3636 21.2989 20.1925 24.8311 21.0915 21.0652 23.9158 34.6464 28.0519 24.6023 20.4274 29.0922 24.4164 20.2164 22.1285 19.4014
threshold=-0.86283290253235112 0.3443152153175571 1.0747610123934368 -0.13274323756065481 0.20667703603638712 -0.66544449105861625 0.17095000708663582 1.0000000180025095e-35 -0.34006977427296536 -0.49129702089036908 -0.57743027502028943 1.7240176626431569 0.52346289117042066 -0.76338895517854388 -0.29193401806747044 0.24203361810135732 1.1586251407167096 -0.53254169354491554 -0.074802500416373457 1.5748972947834672 0.30711741542581755 -1.696454997710801 0.16687898428478024 2.1427118175381636 0.097572730827532081 0.58799068848344971 0.9901232371825377 0.62634535540376146 -0.69624132831217656 -0.28900078866492313
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 29 7 8 10 11 -7 -10 15 -14 -15 -11 19 18 -18 20 21 -8 -23 24 25 -22 -27 -19 -29 -6
right_child=1 -3 3 -5 5 6 16 -9 9 12 -12 -13 13 14 -16 -17 17 27 -20 -21 23 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=3.986880841408616e-05 -3.0160633461741987e-05 -4.4305783170265588e-05 -2.8249619528316469e-05 9.0728448061159101e-05 -0.00015996208232290171 0.00085064612818615184 0.001574872083307979 5.1923078797192476e-06 3.6219047204957913e-05 0.00032632628394641168 -1.4709480440145613e-05 0.00048808135184942819 0.0010147902537021216 2.9276719124589123e-05 0.00063515386861455166 -8.6693868512984762e-05 0.00083077575769459442 -3.2586114858060396e-05 -7.563780607542995e-05 0.00016120802974032045 -0.00039164679454910104 -0.00023253314007571027 0.00061836221898122943 -0.00064900552680331757 1.0331762254414663e-05 -4.8569164585076134e-05 0.0011776456728140581 3.8238422887332962e-05 0.00067091478331670923 1.8147527817734168e-05
leaf_count=29559 145591 100541 12994 17197 5903 166 63 10565 4824 2435 6430 489 312 454 671 861 295 5988 195 1106 2753 672 265 599 2225 828 78 680 417 6775
internal_value=0 -0.0178322 -0.00757075 0.0435786 -0.0159473 0.0191842 0.0419991 0.0859973 0.138771 0.20463 0.0116319 0.0857486 0.336573 0.550928 0.410741 0.234511 -0.0302831 0.0505588 0.515164 -0.108531 -0.156107 0.178984 0.0474511 -0.207776 -0.162517 -0.270975 0.0674052 0.0165178 0.294271 -0.0615122
internal_count=361931 332372 231831 30191 201640 56049 43371 27207 16642 10046 6596 5313 4733 1437 1125 3296 16164 7575 490 8589 7483 1000 937 6483 5884 3659 906 7085 1097 12678
shrinkage=0.000980392


Tree=4491
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 281 691 1393 1359 1400 54 277 761 1427 779 69 1459 1451 1451 1029 671 327 14 884 623 690 351 560 736 18 1464 1453
split_gain=10.5817 23.6419 18.3322 14.4158 17.4844 19.3145 17.1339 16.4774 21.5199 20.8644 18.5633 18.3949 19.7598 18.0191 17.9147 19.8339 22.8486 19.0284 17.7425 21.371 18.6087 17.4309 17.3623 16.8929 17.5832 16.2998 16.2789 16.2049 16.1977 26.6335
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 -0.50084191643090881 0.32551924250032394 0.70311495283259406 1.8113258030550952 -0.47967739539618021 4.4978939705078274 2.4440299957706233 2.4130835502434373 2.2971197365863145 4.2367338795619167 0.64361014068089484 0.32725606711966165 -0.41756096241435203 1.0883084361879864 -0.36620993273385999 2.6425086185778714 1.1118878198573032 -0.13135545449181021 1.0000000180025095e-35 2.1888194231936065 1.0358360055763873 -0.5081152509708099 -1.3115831658642725 1.0000000180025095e-35 1.6296467126224341 0.78747851929205981 3.5235182473523379
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -7 9 11 10 14 12 28 22 18 17 -17 -16 -5 26 -21 -18 -11 24 -23 -6 -20 -13 -9 -30
right_child=3 -3 -4 7 25 6 -8 8 -10 13 -12 27 -14 -15 15 16 21 -19 19 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0038919219944885926 0.0014160194596588586 0.00021150250446426346 -0.0035853846095708166 0.0018236887051082059 0.0047728865801318215 -0.0029182070704222886 -0.023334914782427205 -0.00071888720656947125 -0.038758983941775155 -0.011466683905641428 0.016115050930059324 0.015089657234693127 -0.047486215900564281 -0.049913244499611924 0.0070748842845026047 0.01372614835689218 -0.011248655667358724 -0.00777761692161543 -0.020462980891949967 -0.025204951296799977 0.080680737836748478 0.022440911046278017 0.074291831758317481 0.037500827993257158 -0.0070338523753242206 -0.0056389669934927391 0.0084869498045895327 -0.034526409603214812 0.005220758550999109 -0.021034255399300861
leaf_count=4151 36898 89418 70537 33089 3202 11873 685 68420 187 704 1226 1314 160 206 2161 5024 926 1958 1016 34 43 342 25 173 660 16614 297 106 10006 476
internal_value=0 -0.0191281 -0.0579317 0.0070888 -0.0209605 0.00137906 -0.0772918 0.0207681 0.000578246 0.0530839 0.0589217 0.00236294 -0.00252228 -0.314944 0.0515488 0.126065 0.194708 0.00543628 0.0256954 -0.21274 0.845171 0.00718709 -0.141044 0.17192 0.0623134 -0.0845071 -0.280395 0.245171 -0.00115001 0.079517
internal_count=361931 164106 74688 197825 69272 49456 12558 128553 80669 47884 46949 80482 79062 935 45723 11244 7125 4119 34479 1390 77 2101 729 1175 1002 19816 1313 1420 78902 10482
shrinkage=0.05


Tree=4492
num_leaves=31
num_cat=0
split_feature=890 407 43 1235 21 565 548 672 706 277 775 194 809 945 1470 690 1470 402 1465 1050 220 1470 1470 1457 352 528 637 349 565 496
split_gain=16.4012 20.7201 19.2605 19.0488 19.5114 24.8657 24.4105 23.9556 30.4115 23.1875 21.1154 19.5574 31.0401 23.1029 23.7029 22.0395 22.9717 21.2311 19.9693 18.9387 20.4773 18.779 21.3215 33.4343 27.0896 23.0915 24.0254 21.8716 19.351 19.1139
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 -1.24934742919911 -0.32341995197817647 -0.48628576117259498 1.0510833983642893 -0.65546635319905777 2.0258146145105322 2.5833172578372339 1.3425416022759293 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.97502311357377502 0.88064864201853632 -0.92710518500779682 -0.073678728535423191 2.0594537109710127 0.14611072626698507 -1.1298860701531226 0.61257734706231515 0.041329821661130785 0.24048408269465027 0.46114165859435363 1.1493617428488021 -0.66971392766994198 0.91746626851302227 -0.68933793006444932
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 9 10 11 -7 21 12 13 14 -9 -16 -17 18 -13 -8 -21 -6 25 27 -25 26 28 -24 -23 -29
right_child=1 2 -4 4 7 6 19 8 -10 -11 -12 17 -14 -15 15 16 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=-4.0805718175649768e-05 -6.0373728776400595e-05 -6.4391225433240435e-05 -0.00011708556350466004 -2.8087800673579928e-05 -0.0001386515763765075 9.9012451440239052e-05 -8.7443960646281974e-05 0.0003180416737673971 0.00035116021368485653 -0.00040643315210175523 -0.00015352606828906659 -0.00024154139739365903 3.7467289842269115e-05 4.6493343055287855e-05 0.00019453345875365742 -0.00014206088998083488 -0.00040103165996742385 5.9141535360161789e-05 8.0428183427197757e-05 -5.7649534597777982e-05 0.0013436252256972137 4.6313144058138474e-05 0.00010578761718462668 -0.00047211458249571024 0.00010551912603942288 0.00011530018915192852 -0.0001879290604803911 -0.00037532338205043886 -0.00013980501554238458 -5.5240239593839953e-05
leaf_count=96477 36838 20993 8848 16679 5300 35396 6303 514 1405 515 6667 2382 17739 5714 908 10788 3081 39657 1497 115 76 15719 3613 1625 494 8619 3352 1125 3185 6307
internal_value=0 -0.00289823 0.0041401 0.00761984 0.0135849 0.0475589 0.0749598 -0.000670003 0.0234626 0.0950457 -0.0356475 0.0180524 -0.0232605 -0.0978743 -0.14989 -0.172091 -0.199753 0.0466972 -0.112941 -0.0637944 0.609451 -0.0205801 -0.00549747 -0.0807797 -0.338289 0.0254222 -0.0131564 -0.0320934 0.0162428 -0.101752
internal_count=361931 265454 228616 219768 198775 59084 42405 139691 83685 35911 56006 82280 38744 21005 15291 14777 13869 43536 3879 6494 191 49339 44039 13164 2119 30875 22256 11045 18904 7432
shrinkage=0.000980392


Tree=4493
num_leaves=31
num_cat=0
split_feature=659 450 842 371 512 513 1241 10 467 17 163 1331 2 1314 898 846 150 391 1462 1343 582 195 1116 10 632 624 151 1037 1191 84
split_gain=10.589 21.0987 19.0908 15.7944 16.6614 22.4628 16.0941 16.8259 15.4113 17.28 16.8544 16.8021 15.9559 14.6621 20.2747 14.6467 14.6404 16.6073 19.5994 17.908 16.8126 16.7955 20.049 18.0745 20.0911 21.6299 18.0192 17.0932 17.0432 16.6173
threshold=0.62821384419828064 2.2203088264540187 2.3752998519744484 0.60442256450969223 1.2915124542193543 -0.5111222514646302 -0.38960873849861316 -0.088364143850903368 1.0000000180025095e-35 -1.0695197641898404 1.0000000180025095e-35 -0.56014282843749919 -0.45194371579107256 2.0709455847495168 -0.99100481492842296 -0.83243134633728444 0.71694687597712636 1.0000000180025095e-35 2.2964494015728287 1.0000000180025095e-35 0.55744534610710572 0.69976010066948824 2.9156931588094528 1.3985063676305185 0.61747114403460945 -0.17924793956703625 -0.39541470320011546 1.178538415970859 0.72606850253089483 1.1695178959096773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 4 5 6 7 -3 10 -10 -7 12 -12 16 -15 -13 17 20 19 -19 21 22 23 -2 25 -25 -24 29 -26 -23
right_child=1 2 -4 -5 -6 8 -8 -9 9 -11 11 15 -14 14 -16 -17 -18 18 -20 -21 -22 27 26 24 28 -27 -28 -29 -30 -31
leaf_value=9.6027425362023376e-05 -0.0028159165050480567 0.03167479177687256 -0.033689626267350885 -0.0087093928603879465 0.031032474008912177 0.016353559218944012 -0.042272868718358281 -0.053303463420763024 -0.025529367769771296 0.030491159976910816 0.047589205732184059 0.044662746059400488 -0.0093271558696413816 0.025581974429212756 -0.016961764015785388 -0.027679910398775716 -0.0054579847784386078 -0.00076928196166119265 -0.032051003849353984 -0.011839588813863173 -0.004958974258893461 0.011012654946960302 -0.044141098635958387 0.019899779584152292 0.021200612557072167 -0.017926386998553631 0.069927912179235538 -0.0078835753703031669 0.080257255762872723 -0.0015428315536032929
leaf_count=305284 10725 86 146 603 412 665 198 48 68 556 84 31 125 150 1572 361 12618 8972 405 3854 5162 5678 34 403 319 425 79 968 74 1826
internal_value=0 -0.0336605 0.128341 0.160349 0.226376 0.155613 -0.395419 0.158613 0.236127 0.49582 0.101792 -0.155172 0.304325 -0.0468081 -0.256924 -0.424018 -0.0391919 -0.0155263 -0.0940344 -0.0753128 0.0164907 0.0474618 -0.0125882 -0.0227523 0.241095 0.0275056 0.943755 0.123016 0.64948 0.160164
internal_count=361931 56647 3383 3237 2634 2222 332 134 1890 624 1266 601 209 53264 1722 392 51542 38924 13231 12826 25693 20531 12059 11946 1221 828 113 8472 393 7504
shrinkage=0.05


Tree=4494
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 1452 1470 1469 126 1022 140 395 841 1116 1469 689 588 657 402 575 1450 1469 537 1452 1465 1454 1452 1305 628
split_gain=20.5178 15.7312 22.3646 25.1127 23.5883 39.6409 22.0529 35.2915 21.8183 21.4951 21.9326 22.0639 20.9445 20.5629 20.6664 20.3512 20.2937 20.1612 20.0053 19.5457 19.3813 19.3044 25.156 23.2913 21.6776 23.1078 21.2678 20.9997 22.1968 20.3555
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.4926003403048807 0.84122639276026845 -0.1067644305262897 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.0000000180025095e-35 1.2259052867616704 -1.2265353045382643 1.6911153983873026 -1.1110989058077336 0.71188872395471614 0.72755686970153477 2.9541164636104842 1.0000000180025095e-35 -0.67806027517800449 2.4543291550814752 2.1533051290640106 -0.58911782507014421 -0.4704356069848657 -0.74726004084035758 -0.55537993649074191 -0.66537623572488702 -1.4562675684961222
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 9 -6 -2 15 -9 10 12 -12 -4 16 -15 -8 -14 20 19 -7 -3 22 26 24 25 29 -11 -26 -29 -23
right_child=1 17 3 -5 5 18 7 8 -10 21 11 -13 13 14 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=4.3971899982441249e-05 -6.5865628775204574e-06 -7.7388015779594155e-05 -0.00011259161865619747 -6.8601007340084991e-05 -1.9239492957902721e-06 0.00027687680792615269 7.0086449156003534e-05 0.00033564172812248653 0.0011947050334800793 -0.00030387983284116513 0.00065083400429765618 1.5477222264818903e-05 0.00010290863341044098 -0.0009219526085851459 -0.0001506375273362582 -0.00072566212908841126 -3.7288435315150889e-05 0.00016315642898307741 -0.00018344587438506559 -0.00074903867712630418 6.6354110735788847e-05 -0.0012811688081642101 0.00045406570589594838 0.00025152269903763909 -0.00033674150402013698 9.1100859655476932e-06 -5.1875068978585743e-05 -7.0381675307734933e-05 4.8305770722396554e-05 0.00021138524204560431
leaf_count=29559 46144 7439 33669 85264 18652 4470 11629 996 147 2271 372 658 5691 279 3934 267 36009 4398 507 82 9681 59 392 1892 1203 7580 11272 15958 16386 5071
internal_value=0 -0.0170355 -0.02187 -0.032399 -0.0166429 0.0488628 0.0176753 0.0977214 0.460863 -0.0286918 -0.0560446 0.252411 -0.0613363 -0.0317054 -0.190856 0.0608802 -0.0165087 0.038711 0.216841 0.262758 0.00481966 0.00243925 -0.0735455 0.0239581 0.0130744 0.0913575 -0.0915344 -0.0184312 -0.0081225 0.202996
internal_count=361931 332372 310854 251671 166407 23711 59183 13039 1143 142696 80612 1030 79582 45913 4213 11896 41700 21518 5059 4552 17120 62084 13935 48149 46257 12710 13543 33547 32344 5130
shrinkage=0.000980392


Tree=4495
num_leaves=31
num_cat=0
split_feature=890 407 795 705 1169 8 658 275 735 613 885 854 797 791 352 980 400 1041 1347 1172 1387 1257 539 1049 841 1050 720 641 1312 362
split_gain=16.6657 21.9334 18.9443 25.4802 21.2663 21.6223 20.0515 18.1714 17.4316 19.586 25.6192 21.923 29.819 21.4953 23.6641 22.1486 20.9203 26.3922 20.4226 22.09 21.2061 19.2719 19.8786 19.0873 18.7523 18.4783 18.1657 17.8824 21.8032 17.8228
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 1.2284335450172812 0.48044600209562588 -0.59965326218411641 1.0000000180025095e-35 1.4897919452469821 2.2560756724538602 1.0000000180025095e-35 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 -0.85283972359752946 0.96001919005954639 1.0000000180025095e-35 -0.62910150891410677 2.1907515016845629 1.0000000180025095e-35 0.062024363152647873 1.3851186372742743 0.6695026854463163 1.015606995344781 1.6592057312808666 0.89349021257732941 1.3772000341836859 3.9256961922190565 -0.4112883865746112 0.72673444347480787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 -3 9 10 24 12 25 15 -15 16 17 26 19 -11 27 22 23 -18 -4 -12 -13 -21 -29 -22
right_child=1 2 8 -5 5 6 -8 -9 -10 18 11 13 -14 14 -16 -17 21 -19 -20 20 29 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.0096369612555816e-05 -6.1017093583998158e-05 2.0984048533255517e-05 -9.2618438948261121e-05 0.0001230454345217545 -0.00016498300470229883 -9.8831336009844138e-05 6.4345578414040129e-05 0.00013855212587224645 0.00010415990441717389 7.1185109781925646e-05 5.3756045660125764e-05 0.00014663111750035858 0.00025370513529722206 -0.00019938945104954096 0.0001675459320423295 -0.0001530553407862404 -6.6180392703487709e-05 -2.7621374259261303e-05 0.00020679677239962739 1.3583356320378169e-06 -0.00020042950431170192 -0.00026277191717137934 9.9890748994816222e-05 -0.00036189337285413229 -0.00040412223709943907 -0.00032832736878740974 -0.0010576027032602169 0.001222803242697589 -0.00022273488226730274 0.00010167965581573454
leaf_count=96477 36838 63893 20489 11906 7079 7203 9295 6530 5054 15439 2184 6350 2760 999 4205 7160 10670 17857 2478 11172 5896 2630 2608 1222 1206 824 57 104 104 1242
internal_value=0 -0.00184925 0.00539726 0.0275347 0.0149952 -0.0487509 -0.00434824 0.0331387 -0.0137251 -0.0197767 -0.0391204 -0.0166867 0.107497 -0.0312506 0.100693 -0.0462666 -0.0255672 0.0156944 0.02452 0.00875144 -0.0452503 -0.0874269 -0.0548887 -0.100517 -0.110899 -0.0474172 0.138058 0.0139049 0.661154 -0.148537
internal_count=361931 265454 228616 105906 94000 23577 16498 70423 122710 117656 81221 59526 5768 53758 5204 48554 41394 24264 36435 33957 18518 17130 14500 11892 21695 3008 6407 11380 208 7138
shrinkage=0.000980392


Tree=4496
num_leaves=31
num_cat=0
split_feature=267 395 21 143 281 1313 354 1470 220 1469 1422 1047 1180 683 812 76 12 1180 1237 968 1450 1350 1177 1189 207 216 1241 764 10 763
split_gain=10.4811 14.2211 13.7634 14.1109 16.6 15.3085 14.9101 16.2018 15.7093 13.8921 17.2394 14.141 13.7156 12.9937 12.603 15.6229 19.0078 18.167 15.0038 16.5924 15.4459 16.5269 17.8654 15.4321 16.7126 15.1755 14.9121 18.1127 16.4114 20.6052
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.189441983669046 -0.75928665706740406 -0.74466406200050528 -0.74167412069206007 0.89204856996085213 -0.64105017935060171 0.57923056612942248 1.3055744285108648 1.3191422940165387 -0.019703516432688813 -0.68730201455626261 0.16607639870926683 1.3776039159878068 1.7260410049038242 1.026917846562265 0.17869005374021912 1.0010593767449445 -0.58689632039140494 -0.50472565934813518 -0.7265728269600179 2.3488665959517303 -1.1055968480382072 0.32148021077648853 0.44551975558279078 0.696330699766327 2.2996447414421524 1.0356626353857155 1.0728886063695022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 9 -8 -9 -7 11 -11 -6 -14 15 18 26 -18 -3 20 21 -20 25 -22 -25 -23 27 28 29 -17
right_child=1 14 3 5 12 6 7 8 -10 10 -12 -13 13 -15 -16 16 17 -19 19 -21 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2.9191391412398761e-05 -0.0064014940340495572 -0.0007593694515073702 0.094135851874139143 -0.032960112464143515 -0.045458160563930809 -0.0050263563538396529 -0.041872040648359317 0.075694362797466622 -0.021156371971320295 0.03806192928343239 0.099428751615094166 -0.025495187326587617 -0.035815016895121711 0.060635957745063779 0.0080265752345510741 0.011148745557274358 0.02113881863874556 0.11854076411072534 -0.032716945306414363 -0.018627634675235795 0.023631358761320404 0.032895511964834895 -0.063589911667287488 -0.03765542143300097 0.0187406528445281 0.11100750650209211 -0.023380901805452031 0.079892718614596014 0.054794845692559074 -0.04481649502162334
leaf_count=316545 20082 16509 47 214 50 1101 37 95 34 108 27 77 44 70 2416 750 65 43 92 1981 171 186 32 405 124 48 238 56 111 173
internal_value=0 -0.0421043 -0.0996683 0.089305 0.695286 0.0198188 0.0948081 0.759149 1.09701 0.0119124 0.525199 0.25284 0.289769 0.734936 -0.00346573 -0.0235526 0.236471 1.15494 -0.0411805 -0.222016 0.0527477 0.497034 0.781565 -0.1921 -0.445712 0.996651 0.140835 0.265885 0.182241 0.0648166
internal_count=361931 45386 21986 1904 211 1693 1479 166 129 1313 212 185 164 114 23400 20984 1436 108 19548 3039 1058 358 266 700 529 234 1328 1090 1034 923
shrinkage=0.05


Tree=4497
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 913 84 560 497 498 1104 796 772 1315 1466 983 672 1224 1180 1467 597 900 714 588 906 689 588 421
split_gain=19.1292 16.0302 19.1553 23.2901 23.7705 17.2986 37.4274 17.2712 19.4509 18.7866 17.0751 24.401 18.808 16.8739 16.7776 17.9396 17.176 18.5821 18.3249 16.6135 16.8278 16.4765 17.6779 18.1938 17.2063 32.5529 25.0724 23.273 22.0738 21.8018
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 0.13067971497466105 1.69116793757109 0.63515767152532354 0.38087715954262297 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 1.9980862990756834 -0.98536440085365629 3.2089320700182484 3.1596628491584919 -0.63749923242861428 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 0.71188872395471614 2.6287012352426902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 21 10 7 6 13 9 -9 -5 11 -4 -13 19 15 -15 -16 18 -18 -3 -21 22 24 -24 28 26 27 -26 -2 -29
right_child=1 5 3 4 -6 -7 -8 8 -10 -11 -12 12 -14 14 16 -17 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=4.2658572453311883e-05 3.8031284305200356e-05 -0.00017230214089518676 -0.00029153425842291521 -0.00039635730918452473 9.476287402720212e-05 -5.3880506817520825e-05 0.00036117712013467371 0.00036946450734502977 -0.00071232538285013927 5.5309472481895366e-05 5.3049184896676427e-05 7.7673659692126108e-05 0.0014115482272945062 0.00024521150460848565 -0.00032082469189353226 0.0012447546520258923 0.00083965053001690011 -0.00061115582992185081 -0.00080357501291567401 0.0029218469655827341 0.00036451152232883414 0.00013501505602671825 -0.00064683704544489518 0.0002932291375500408 6.1837926522568612e-05 8.9892208946195536e-05 -8.893323779123463e-05 -3.3046184442947238e-05 -8.3067724265562911e-05 -0.00042211155277578605
leaf_count=29559 42695 3226 2623 676 21461 93730 1384 107 458 2130 1899 198 53 381 540 130 229 100 58 23 134 3145 106 1101 13647 8638 45400 78035 9073 992
internal_value=0 -0.0162876 -0.00675226 0.0453033 0.0713376 -0.0451447 0.0766845 -0.110225 -0.497923 -0.03983 -0.101679 -0.221355 0.398445 -0.0422663 0.177296 0.5277 -0.0219887 0.345398 0.621364 -0.142572 0.809584 -0.0151558 -0.0180146 0.228252 -0.0199542 -0.0329101 -0.0425736 -0.0218146 0.0162126 -0.0374537
internal_count=361931 332372 232437 29605 24832 99935 6205 3371 565 2806 4773 2874 251 4821 1438 511 927 387 287 3383 157 202832 199687 1207 198480 146712 138074 92674 51768 79027
shrinkage=0.000980392


Tree=4498
num_leaves=31
num_cat=0
split_feature=785 852 717 899 1238 728 588 513 689 885 1218 911 156 1193 831 1456 1367 1452 854 797 662 1326 837 21 397 1465 1452 1470 359 1455
split_gain=19.8984 16.4431 24.1049 27.0489 22.2696 20.1246 26.9871 25.7158 22.8315 22.7748 23.2495 22.6207 21.9339 26.9391 28.4113 23.8459 21.467 22.6811 20.9483 22.546 23.6801 21.7114 20.4775 20.0997 20.0743 22.9815 19.988 30.1358 19.757 19.6958
threshold=-0.86283290253235112 1.0747610123934368 0.47434941765559457 0.61042563642583481 0.46340146005616162 -0.49008176997875957 2.250834115212506 1.0454229551509682 1.0000000180025095e-35 0.35018306414905159 3.9048232315577729 1.1364642170254908 -0.58038445918863546 -0.34758737963874148 1.4478652143548296 1.0000000180025095e-35 0.61047007421192445 0.19733509328163915 -0.87473648844905705 0.63961785378869596 -0.58271687606615485 -1.5357730968285652 -1.2233279846959868 -1.0798509198017876 1.0000000180025095e-35 -0.47849995239157511 0.79547082264194502 1.1841999613071987 1.9919279122969424 3.0460623713797315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 26 9 8 -8 10 12 -9 23 14 15 -14 17 29 -11 20 -20 -22 -18 -7 25 -19 -2 -28 -21 -15
right_child=1 2 3 -5 -6 6 7 11 -10 18 -12 -13 13 16 -16 -17 22 24 19 28 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.2530226609404053e-05 -5.0589966091606441e-06 -3.564119778055673e-05 6.4228138676179639e-05 0.0001724455715785062 -0.00013533371420405683 0.0001338473313083264 -0.00010409974033932338 0.00034045815348184873 9.8376184032338828e-05 0.00010585542630108301 0.00042039903574958489 -0.00020026199536700312 -1.7886447325525378e-06 -0.0001181860829541426 -0.00039752272654140287 -0.00014259118976168639 0.00048442457574216858 -0.00046960085558349221 9.7193426962458623e-05 -0.00010687646565641757 -0.00033336138193153567 -1.3592260120417352e-05 -5.2627877317067378e-05 -3.4235205908441807e-05 -6.4185952946750721e-05 -0.0002042929916907839 8.0009040404558523e-05 0.00067166469132003657 0.00018410611488334553 0.00048269576000340369
leaf_count=29559 46187 20448 9832 7676 4357 5132 4487 2030 6173 6362 412 379 36139 32174 1249 9679 410 4228 9480 19579 1491 37400 11992 36078 3270 5641 8450 393 994 250
internal_value=0 -0.0175616 0.0241401 0.0731124 0.0145851 -0.0243203 -0.0345709 0.061283 0.0131333 -0.041649 -0.0614154 0.256542 -0.0635094 -0.0832701 -0.0399727 -0.0297328 -0.121935 -0.151243 -0.0105433 -0.0228244 0.00310439 -0.0231567 -0.0357681 -0.0142922 -0.245648 -0.306992 0.0147865 0.110898 -0.0895008 -0.113367
internal_count=361931 332372 42313 21865 14189 290059 235029 13069 10660 221960 146654 2409 146242 105032 47067 45818 57965 45563 75306 68944 48371 38891 12402 41210 13139 9869 55030 8843 20573 32424
shrinkage=0.000980392


Tree=4499
num_leaves=31
num_cat=0
split_feature=890 407 43 51 795 705 566 779 978 340 1434 423 781 1367 1292 978 1314 735 1304 613 885 1179 1065 657 1469 1466 1017 835 554 1002
split_gain=16.2483 20.9548 18.8407 18.6763 19.6898 22.6772 24.4408 19.1944 19.9704 18.4692 18.6137 18.1242 18.0792 22.8648 29.1184 21.8273 17.6042 17.5848 18.6645 17.6704 27.5223 24.4258 22.0662 21.8852 21.6158 25.6414 23.4217 21.6625 26.5426 21.4492
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 1.8613588887694643 -0.29258408639884992 0.29476615584548899 1.7603402020327763 3.2755819793892029 0.41710258731110789 1.8162821653890682 2.0447430703261724 0.36969867185407429 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.8367450815413959 -0.63398465305558782 2.2560756724538602 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.8755794522339773 1.0518754624258557 -0.29429909822911982 -0.96833047545424733 -0.25538709022735656 1.1027457920438068 0.71883712107178621 2.2781593037098271 0.69854289147193727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 9 11 -9 12 -11 16 13 14 -7 -14 -3 19 -19 20 21 -6 29 -24 25 26 -21 28 -26 -22
right_child=1 2 -4 -5 17 6 -8 8 -10 10 -12 -13 15 -15 -16 -17 -18 18 -20 24 22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-3.970690167039061e-05 -5.9789406577400165e-05 -7.5483123202026891e-05 -0.00011487625036535055 -0.00011846913206141299 -9.1595696605489227e-05 -7.5586123606216873e-05 0.00024425727303523396 3.5874269797458702e-05 0.0005753539042899897 -0.00023882401687227146 0.0011582832012173977 -8.7349366947686639e-05 -1.8280881407015019e-05 0.00014008929088974345 0.00011969994184816422 0.00074367042868357387 4.2585191627234059e-05 0.00030884050754703495 3.0683424009178216e-05 0.00029895468561442497 2.5983972793395467e-05 -0.0005121913466767851 2.6709605180096399e-05 -0.00021430776464533211 1.1195518085914498e-05 -2.5348405556551403e-06 -0.00054896518661328461 -0.00014991082246640494 0.00041994759651934016 -0.00010171739694116916
leaf_count=96477 36838 8689 8848 6601 19040 7956 3184 854 541 1716 41 11404 12703 17485 7119 166 26560 1435 3448 3184 42722 845 2546 4012 22010 3244 178 4478 747 6860
internal_value=0 -0.00194408 0.00513556 0.00857672 0.0118912 0.0351642 0.0677672 -0.000353677 0.260837 0.0545699 -0.196183 -0.00819436 0.0623084 0.0902317 0.0244788 -0.00781506 0.0164254 -0.00803797 0.114006 -0.0143385 -0.0331186 -0.110083 -0.00953691 -0.121951 0.0289291 0.138329 0.266726 -0.00108985 0.0265368 0.00737377
internal_count=361931 265454 228616 219768 213167 98418 50370 48048 1395 47186 1757 46653 45429 32560 15075 12869 35249 114749 4883 109866 76025 19885 56140 6558 33841 6606 3362 27235 22757 49582
shrinkage=0.000980392


Tree=4500
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 647 590 913 84 560 498 497 276 761 796 597 1467 714 588 906 689 588 421 290 1443 1452 1470 759 513 1329
split_gain=17.7929 16.4177 18.4971 22.9663 23.4156 17.5086 36.915 17.1913 19.2861 18.8448 17.1148 24.6222 20.8659 19.3668 17.0336 16.7577 16.8587 16.9552 33.1675 25.3643 24.1528 22.3475 22.0342 20.8703 22.0457 20.4309 32.1907 20.4073 20.2404 20.571
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 -0.87782724458594241 0.58895901036483078 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 1.69116793757109 0.13067971497466105 0.56241006936257165 -0.33877502260186204 0.38087715954262297 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 0.71188872395471614 2.6287012352426902 1.979635823759073 1.3123186738111605 0.79547082264194502 1.1605466117522381 -0.43806006575711359 1.0454229551509682 -1.1287694262532211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 10 7 6 14 9 -9 -5 11 -4 -12 -14 -3 16 17 21 19 20 -19 25 23 -22 -25 28 27 -27 29 -2
right_child=1 5 3 4 -6 -7 -8 8 -10 -11 12 -13 13 -15 -16 -17 -18 18 -20 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=4.0312200428357765e-05 0.00048103595064651994 -0.00013934439354888073 -0.00029170963780274217 -0.00039692400080961165 9.3378077391798956e-05 -5.452500453656425e-05 0.00035921437259951738 0.00036609471974254309 -0.00071069385558199466 5.5405609036699696e-05 0.00065966211063807432 4.5248656837254974e-05 0.00081896843710433254 -0.0012424562253621561 0.00017575741522600412 0.0002173389119602047 0.0001357230942907215 6.3560098278942162e-05 9.1191662015880349e-05 -8.9183189568019746e-05 -4.2491649177316927e-05 -8.3911428323058977e-05 -0.00042412454062848638 0.00017490778828710191 -0.00028026927724825174 -3.1590180032175847e-05 0.00080210995623316715 0.0002243839128859497 -0.0001239850538579621 2.9213354958408521e-05
leaf_count=29559 502 3383 2623 676 21461 93730 1384 107 458 2130 238 1822 28 62 1438 1237 3115 13647 8638 45400 74133 9073 992 3253 649 2769 312 3442 4233 31437
internal_value=0 -0.016551 -0.0068986 0.0442563 0.0701112 -0.0457465 0.0768136 -0.110081 -0.496969 -0.0398707 -0.101699 -0.142301 0.358562 -0.53568 -0.041357 -0.0151572 -0.0170341 -0.0199334 -0.032795 -0.0425473 -0.021667 0.0159711 -0.0375967 -0.0338284 0.115791 0.0386942 0.153853 0.116275 0.0162738 0.0376823
internal_count=361931 332372 232437 29605 24832 99935 6205 3371 565 2806 4773 4445 328 90 4821 202832 201595 198480 146712 138074 92674 51768 79027 78035 3902 42695 6523 6211 36172 31939
shrinkage=0.000980392


Tree=4501
num_leaves=31
num_cat=0
split_feature=728 813 1294 982 1335 1383 209 977 69 694 692 792 500 82 625 638 1430 563 1178 557 14 845 1257 705 1248 496 840 430 359 707
split_gain=10.7299 13.7678 15.0407 24.7064 16.4581 19.0288 19.1165 18.4609 16.7066 16.2298 21.2422 19.6501 16.3752 15.9643 15.8232 19.775 21.7659 20.4718 20.4442 34.0313 20.8743 19.3868 17.3974 16.6666 18.7784 18.4344 15.5492 18.5036 17.7079 15.4466
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.2019233343356794 -0.57077082165496063 0.22098564025610395 0.071060384940770618 1.3008348672688597 0.59428942926702621 -1.3279729865238281 -0.74459065206325248 -0.14541052922946798 1.0000000180025095e-35 -1.0094440613666558 0.80864025684590801 0.75066564720754725 -0.58825035327815822 0.54622893720785959 1.032953416321347 -1.1787585130222757 -0.9994200944131395 1.6683649240305096 -1.2467973100466889 0.30526265484339149 -0.84447937406137641 0.50200524299197491 0.98566424587307522 -0.60342272082383308 2.2188086397747266 2.7939195081217316 1.1258414773755818
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 -4 5 -5 9 8 -6 10 -7 -12 -11 -9 21 22 -17 18 19 -18 23 -2 -16 24 25 -20 27 -23 -28 -24
right_child=1 -3 3 4 7 6 -8 13 -10 12 11 -13 -14 -15 15 16 17 -19 20 -21 -22 26 29 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00017840190913390419 0.005384514850017316 -0.00017123216467046772 -0.013217216284067463 0.044447572393653823 0.081450619425722237 -0.064098869343313741 0.084917853008853128 -0.0031251149678817552 -0.037954337116619989 0.064586089632674787 0.12482770085446007 -0.011791122620930322 -0.028073372757409287 0.084945822273022387 0.0066198300030044163 -0.0065620764615601131 -0.050228212229438129 -0.021475710494032369 0.074763581349078165 0.092008058579004806 0.058720698131781629 -0.010901050789262885 0.054770189488809518 -0.001216482489404654 -0.0090842861868000099 -0.027888244313967921 -0.0041980906638878828 0.01770608062304474 0.025988746961980461 -0.016900968873427989
leaf_count=252841 2882 62020 769 614 25 32 40 89 266 39 36 31 290 40 915 6048 47 325 145 125 119 12634 272 1206 118 37 19141 438 253 94
internal_value=0 -0.0261558 -0.0632376 0.158406 0.358703 0.541617 0.153518 -0.0957826 -0.54093 -0.0320917 0.867112 1.52562 -0.335345 0.634183 -0.0741698 0.0364504 -0.020668 0.197313 0.304776 1.18805 0.215559 -0.0983501 0.362716 0.12317 0.648901 1.12903 -0.117733 -0.196913 -0.0734744 0.840512
internal_count=361931 109090 47070 2271 1502 1082 468 420 291 428 99 67 329 129 44799 9451 8170 2122 1797 172 1625 35348 1281 1506 300 182 32466 13072 19394 366
shrinkage=0.05


Tree=4502
num_leaves=31
num_cat=0
split_feature=184 1465 1467 1450 1458 476 1457 206 746 1095 1464 285 1469 876 746 62 703 85 540 1458 1114 1162 628 1452 0 690 636 151 380 1133
split_gain=10.5854 14.7331 17.23 22.0415 34.2684 22.497 20.5631 17.0687 15.7592 15.5016 14.8117 17.4392 15.6102 14.4155 14.4122 15.077 17.0449 20.1504 23.4746 20.3803 19.1142 17.4989 19.9732 16.4857 17.9092 18.803 18.0482 17.3592 17.4905 17.3054
threshold=1.0000000180025095e-35 3.116712650924125 -0.44899544734167229 0.11228637269241322 0.68465967500769709 0.82954461826931392 3.9189526428767678 -0.38178097583291876 1.6547410766053783 1.0000000180025095e-35 0.13308716897351316 -1.3658038729584969 -1.0352100314532211 1.9171314223323328 1.0000000180025095e-35 1.0000000180025095e-35 0.54644062066306465 0.064314915114134202 -0.93049901949950853 -0.28493683055346192 3.3498340555328805 2.362201775433233 0.9105120356057087 -0.18712507733977504 -0.80418122063908726 1.8164490176688417 1.3305910791223379 0.83143800386040534 1.0816809429317331 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 7 5 9 10 8 -4 -5 12 -12 -3 -6 -2 16 17 18 19 -16 -21 -18 -23 -17 26 -26 27 28 -25 -29
right_child=14 2 3 4 13 -7 -8 -9 -10 -11 11 -13 -14 -15 15 23 21 -19 -20 20 -22 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.0001303012139415911 -0.002665047214792745 0.0077069959680627258 0.0064140506990544134 -0.0024467692244727361 0.0019355300451379346 -0.054441102397428123 -0.014745965446161448 0.025489251923903163 -0.052808179319655771 -0.077190582008819897 0.065303551234124596 0.0032608234265356301 0.03907342471738192 0.053860554031746645 0.017734028567451748 0.0037831194181303452 0.0016933026662358027 -0.0090037098642817837 -0.0039591158620898214 -0.0015179677618519267 0.10267750650306109 0.020663308041756714 0.13599924998270438 0.0091925902486481911 -0.0023831412813158201 -0.03003173945447174 -0.017263639196049254 -0.0298642020179972 0.039681810366993205 0.018245428993297837
leaf_count=221640 65862 266 256 310 599 234 237 528 64 54 50 774 517 58 1732 19207 9881 8289 12330 2441 21 97 21 2521 12426 382 416 306 257 155
internal_value=0 0.00526387 0.135886 0.00252485 -0.176694 -0.573531 0.288552 0.2748 -0.130318 -0.212622 0.377869 0.158865 0.575509 0.14032 -0.0220817 -0.000348143 -0.0389254 -0.0750552 -0.0260998 0.139329 -0.00640159 0.0453133 0.954682 0.0308605 -0.0222936 -0.0617088 0.121214 0.177924 0.244262 -0.252264
internal_count=361931 225587 3947 2103 1255 598 1844 848 320 364 1607 824 783 657 136344 70482 34812 24813 16524 4194 2462 9999 118 35670 16463 12808 3655 3239 2778 461
shrinkage=0.05


Tree=4503
num_leaves=31
num_cat=0
split_feature=785 728 728 852 1080 692 913 84 560 497 498 1104 43 647 590 351 597 1467 714 588 906 689 588 421 290 1443 513 746 1241 1452
split_gain=19.5326 16.2667 15.3091 18.9558 23.1904 23.2525 17.1702 19.4523 18.7566 17.0522 24.3306 18.8407 16.9319 18.1365 38.7898 16.764 16.5675 17.4354 18.2127 34.4482 26.3457 23.8136 22.4436 22.0401 21.3243 22.0379 20.9967 24.8992 23.7142 20.2748
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 0.13067971497466105 1.69116793757109 0.63515767152532354 2.2744972866152193 -0.87782724458594241 0.58895901036483078 2.0347385979342092 3.1596628491584919 3.2089320700182484 1.0000000180025095e-35 2.250834115212506 0.2279960799088839 -1.1110989058077336 0.71188872395471614 2.6287012352426902 1.979635823759073 1.3123186738111605 1.0454229551509682 3.6288968102052546 -0.67919258870259713 0.79547082264194502
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 9 6 8 -8 -6 10 -5 -12 13 14 15 -4 17 18 22 20 21 -20 29 24 -23 -26 -21 -28 -29 -2
right_child=2 -3 12 4 5 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 26 -22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00011047580739252338 1.6710310071798608e-05 6.0101811276631329e-05 -1.1402049469979074e-05 -0.00029183537259508808 -0.00039518444020654426 9.3493348559249491e-05 0.00037101654747627693 -0.00071067685711078245 5.5989262347859178e-05 5.2387255005545033e-05 7.5984846691787492e-05 0.0014105911164545943 -0.00024942100840208816 -4.8601055455588761e-05 0.00037836009629135028 -0.00093621068321176032 0.00021534997088171418 0.0001376835306908766 6.2050294633837256e-05 4.1890667624271581e-05 -9.1354069174191162e-05 -4.3371179207489379e-05 -8.3499408034163648e-05 -0.00042500066300998885 0.0001756920218325789 -0.00027940214093862773 0.00039023873854098407 -0.0015333221944237284 4.8475272451109063e-05 0.0001510423384250153
leaf_count=3396 36172 26163 4514 2623 676 21461 107 458 2130 1899 198 53 4157 89769 1349 146 1237 3115 13647 6941 45400 74133 9073 992 3253 649 1501 55 141 6523
internal_value=0 0.0436584 -0.0167389 -0.00742333 0.0443524 0.0703279 -0.109248 -0.49597 -0.0390888 -0.102286 -0.221808 0.396923 -0.0449414 -0.0393545 0.0865883 -0.035938 -0.0157816 -0.0176474 -0.020595 -0.0339205 -0.0438575 -0.0225775 0.0166129 -0.0383928 -0.0346257 0.116608 0.0942528 0.303661 -0.382882 0.0393774
internal_count=361931 29559 332372 232437 29605 24832 3371 565 2806 4773 2874 251 99935 95778 6009 4660 202832 201595 198480 146712 138074 92674 51768 79027 78035 3902 8638 1697 196 42695
shrinkage=0.000980392


Tree=4504
num_leaves=31
num_cat=0
split_feature=785 713 1124 1186 346 635 852 557 974 740 769 512 1191 646 767 545 1047 1470 904 4 728 588 513 689 911 746 768 840 1002 615
split_gain=10.6353 11.9671 12.2943 15.493 12.9378 12.2774 11.8303 21.604 20.8944 23.7269 22.7418 20.0961 18.1929 17.9456 21.0106 19.4431 19.4474 19.0477 18.8054 21.0311 17.2473 22.6467 22.8165 23.2173 22.2672 20.2097 24.9497 19.9258 19.3157 19.7026
threshold=-0.86283290253235112 1.0000000180025095e-35 1.2151911984197104 -0.0674761394698591 -0.19178812945111953 -0.41579594633683098 1.0747610123934368 -0.64171342086905858 0.87952607870720578 1.6535846841559774 0.16349999483111913 1.7364793524751543 -0.57039037624527145 0.52332193018248507 -0.0024497362189472463 0.49913294245294199 -0.2508018546782364 -1.1062327205981619 1.6158538529895219 -0.88299398736331713 -0.49008176997875957 2.250834115212506 1.0454229551509682 1.0000000180025095e-35 1.1364642170254908 1.6547410766053783 -0.37529178932746304 1.593014926627095 1.0000000180025095e-35 0.88529906220249488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 20 -8 11 -10 12 13 -11 15 17 -9 18 -15 19 -17 25 -22 23 -23 -24 27 -27 -2 29 -25
right_child=6 -3 3 4 -6 -7 7 8 9 10 -12 -13 -14 14 -16 16 -18 -19 -20 -21 21 22 24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.0082987828869149748 0.0024375538245343283 0.0025624479245862381 0.034890952394439879 -0.054736809676153922 -0.053993760947775943 0.030044181216012145 -0.003203646458892628 0.0073638337960146173 -0.00030109814716597214 -0.0051326072898278743 0.0034789248471849242 -0.0067948815758987081 -0.049230972388259631 -0.0060038154714660147 0.0041797650201505941 -0.028356401572052787 0.0040074858124993706 0.020959927238691438 -0.036911163922557534 -0.0012570703093789564 -0.0014871407819381259 -0.0050637030755252936 0.017010303787123916 0.013033367266399252 -0.010442079118000002 0.0014878368066963603 -0.016606608183277961 -0.0059000733066409509 -0.0042433191795954528 -0.0057327329464243815
leaf_count=2705 47404 26415 223 42 87 87 11244 8396 4509 145 264 2224 343 349 3156 445 5338 2375 296 3229 221960 4487 2030 3327 379 1894 1698 4034 1822 1024
internal_value=0 0.0368337 -0.105108 0.269476 -0.210403 0.208189 -0.00791366 0.0275862 0.0567703 -0.0698639 -0.415771 0.0837051 -0.695673 0.101821 0.20631 0.0650164 -0.00347568 0.347165 -0.126975 -0.0865082 -0.0136766 -0.0232199 0.064899 0.019423 0.249661 0.0226502 -0.133259 0.0351737 0.107696 0.187392
internal_count=361931 29559 3144 439 216 129 332372 42313 31069 5261 752 25808 488 23584 5880 17704 9308 2724 3970 3674 290059 235029 13069 10660 2409 55030 3592 51438 6173 4351
shrinkage=0.05


Tree=4505
num_leaves=31
num_cat=0
split_feature=1431 1150 1425 1430 658 903 450 147 494 1469 1327 570 218 819 762 347 209 1097 1191 1045 966 615 349 440 12 762 50 221 494 1382
split_gain=10.6076 14.6871 17.5452 15.8631 16.8837 16.4017 18.0809 15.9293 17.8905 16.9759 16.4727 19.3268 18.4307 17.3406 16.3165 18.029 19.493 18.0779 16.8905 15.877 17.7838 15.8577 18.375 17.2896 17.8231 23.5508 15.8469 15.4881 15.3533 15.2627
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.54622893720785959 1.5156430105524465 -0.18062782556874593 2.2203088264540187 -0.2761784832169854 0.88125557930716825 -0.55918495640170118 0.32284223223826009 -0.27846853446165559 -1.7044919469611097 1.0000000180025095e-35 0.57983473484203663 0.40496571802785225 -1.3453872890715921 0.56536575231373476 -0.40647028812414704 -1.0736821319478327 -0.97878388715810349 0.29474588622420417 -0.80657860530460679 -0.86948949634172734 0.030479068174975851 0.24790544002976148 1.4829784501753427 -1.1584163420951359 2.318603963870792 0.40708541574245433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -6 8 9 -3 11 12 -11 29 15 16 18 -18 -14 -17 -21 -4 -23 24 25 -24 -5 -28 -25 -13
right_child=1 2 21 26 5 -7 -8 -9 -10 10 -12 13 14 -15 -16 19 17 -19 -20 20 -22 22 23 28 -26 -27 27 -29 -30 -31
leaf_value=0.00029316058840909396 -0.00019285199225517005 -0.006667571591839028 0.0043116752226421409 -0.0016445599474502804 -0.011933159928977269 -0.029576227655151534 0.04363242746451889 -0.0081680192655416168 -0.01334702499512116 -0.038948242619080267 -0.006046140396106312 0.010214196997931548 0.022957944072483496 -0.037224981300742969 0.00036772581474386933 -0.026392644375241855 0.0018595821380097744 0.036314456835824953 0.17325274932336154 0.10922825243704853 0.042715524076222942 0.0092848469381855338 -0.012694057977406761 -0.013448668056181024 -0.033688944815848991 0.14395982492771608 -0.048939385671952162 0.020029587248557384 0.036567312677948313 -0.019144724925256269
leaf_count=222373 89303 3426 7498 6535 1333 1174 83 16414 2001 132 1864 1566 37 340 524 48 822 339 27 77 280 1046 35 3403 35 28 52 627 91 418
internal_value=0 -0.0211954 -0.0591804 -0.0902034 -0.121862 -0.34233 -0.135658 -0.101866 -0.0280913 0.0188337 0.102445 0.188092 0.355562 0.00267423 0.405237 0.536124 0.365245 0.292872 1.94393 0.983651 1.14489 0.0217401 -0.105207 -0.202012 0.852291 1.627 0.00897467 0.318604 -0.235508 0.0812469
internal_count=361931 139558 50255 38119 30905 2590 1416 28315 11901 9900 6474 4610 2286 2324 2154 1630 1225 1161 64 405 357 12136 4638 3592 98 63 7214 679 3494 1984
shrinkage=0.05


Tree=4506
num_leaves=31
num_cat=0
split_feature=1440 1465 821 1455 1429 1104 1449 1186 631 470 1098 698 691 792 623 21 760 1452 653 986 1178 1373 1458 1080 75 732 1460 1451 828 639
split_gain=10.4248 13.2096 13.7648 17.4182 18.3134 16.5271 19.077 18.952 18.0549 16.9644 15.9484 20.7635 24.8488 22.4656 21.4501 20.8065 19.3109 18.6039 18.1865 24.17 22.0398 18.4643 19.7145 24.7363 22.9499 18.8032 20.0638 20.8163 22.1509 18.3421
threshold=1.0000000180025095e-35 2.873316917895123 -1.0305144854359449 0.38289682445933171 1.13172262110474 0.3240979134577599 -0.50336258303018744 1.5089939234728305 1.5688931554802712 2.6371468439084347 -0.65750918523183322 1.27645233028186 0.18638690980176184 1.0000000180025095e-35 3.1515303307389462 -1.6471741456694959 -0.46817611497048844 0.090287144988632009 1.4216543509230546 2.4239027290163091 -0.61744050689351637 0.25202004360908004 0.20667703603638712 1.323361361534652 -0.080656753104949838 1.0000000180025095e-35 0.085279704578113361 -0.45090670735138377 -0.66758223239183823 -0.33100783554074648
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 9 -9 -7 18 12 13 -12 -15 -14 17 -13 19 21 -20 29 25 24 -24 26 -23 -28 -29 -4
right_child=-2 -3 10 4 -6 7 -8 8 -10 -11 11 16 15 14 -16 -17 -18 -19 20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0027844219108961801 -0.0019801720682048446 0.005068645343552728 -0.0010157335297683399 -0.006905030318740484 -0.0071989064313641854 0.010358544423094593 0.0041584514269821264 -0.021315089230098696 0.056238970249431579 0.068532584428594695 0.0053966016603480072 0.0055330522029339146 0.016649928585371766 0.0012003835405075478 0.045167328244255706 -0.0014428446629890482 -0.0071683660735527045 -0.0079879664751489211 -0.0066248784885584366 0.0089182694085702795 0.00698869330843074 -0.0010332441641603275 0.0073649007827548997 -0.015547307514316317 -0.0012673358429831424 -0.0033487045475243389 0.015337877055904848 -0.016340894454332542 0.0058816060894597566 -0.0073975870875656879
leaf_count=59550 48464 6483 13566 3705 3186 4350 6825 439 41 51 27703 4066 913 43081 124 30770 6850 1725 2346 3401 7604 17166 9030 842 6453 33525 2065 749 2594 14264
internal_value=0 0.00108925 -0.00123963 -0.0319924 0.0318099 0.0651995 0.0091939 0.177744 -0.273003 0.226003 0.00685766 0.0251498 0.0358534 0.0582823 0.026791 -0.0188233 -0.0598828 0.0308069 -0.0130681 -0.022108 0.0829943 -0.0284066 -0.0105516 0.056328 0.0764008 -0.0315249 0.0180499 0.134223 0.0260203 -0.0841293
internal_count=361931 313467 306984 78147 18597 15411 10530 4881 480 4401 228837 115232 102591 70908 43205 31683 12641 5791 113605 103655 9950 100254 72424 16325 15483 56099 22574 5408 3343 27830
shrinkage=0.05


Tree=4507
num_leaves=31
num_cat=0
split_feature=785 885 1457 81 1107 1002 1461 332 464 1065 568 988 983 1045 1325 1242 1382 1080 718 507 694 1148 608 790 1386 979 1390 499 635 770
split_gain=17.9101 14.1997 21.2889 19.9844 19.0021 20.8103 21.8945 21.7121 32.2677 23.558 22.5217 20.7925 19.3961 18.8088 18.7101 19.4498 19.3356 18.0775 17.8549 31.2952 26.1033 22.566 23.4839 34.2508 22.1124 23.4106 22.3428 23.1671 21.4775 21.4687
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.1720793062237382 -1.3056775892169139 0.69854289147193727 5.4281164756817288 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 -1.1525449550552225 -1.3820670939764912 -0.30518366188602924 1.0070162970853074 -0.1655977563054756 -0.86273403807903126 -1.4119668126558766 3.9810989087578279 1.0159173274103563 0.65809631222906606 1.2927572326739147 3.073785392405322 0.66665475971017707 1.8618223311409718 0.37625148072740094 1.0333387011967667 -0.97986167291695836 0.14872693232370457 1.5133232492243236 1.2195416972384394
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 -3 12 7 -7 8 -6 11 -11 -9 13 -5 16 -16 -13 18 21 -20 28 22 24 -24 25 26 -2 -28 29 -21
right_child=1 2 -4 4 5 6 -8 9 -10 10 -12 14 -14 -15 15 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=4.3570303200243366e-05 7.7015910901637912e-05 -0.00019087885885061393 0.00045614185821170425 -9.7675060438099704e-05 -9.268546082123337e-05 -7.135032525214004e-05 0.0011236630556344443 -0.00054690054928739076 4.9375567719936513e-05 0.00054862039716882549 -0.00010443712549499675 -0.00041570248390592477 -0.00035752575236501662 0.00057709198133928062 -6.1692839109800108e-05 0.00014937496060163659 4.296442757292315e-05 0.00025719879278123323 -1.5372831441439299e-05 0.00038857998675263561 3.4565372602977781e-05 0.00018890228684387907 -1.5682357205623875e-05 0.00019683663882924811 -0.00010377783122799401 -0.00012609298105137519 -2.5316897605665578e-06 -9.3637345427876689e-05 -0.00037304053472368796 -0.00022683454092282289
leaf_count=29559 12195 3422 426 1737 20972 11848 56 298 16423 219 4341 532 2120 322 2160 16630 15925 953 39288 2534 5183 2056 33362 3913 45288 14893 46976 27785 220 295
internal_value=0 -0.0134441 0.00885787 0.00642181 0.011639 0.017409 -0.0657666 0.0313247 -0.0142996 0.0622213 -0.0744821 0.0809862 -0.165758 0.000978793 0.0850169 0.129188 0.0322312 -0.0243944 -0.0260111 0.0138651 0.135512 -0.0375577 -0.0408171 0.00819527 -0.0569764 -0.0366882 -0.0205273 -0.0373527 0.288529 0.336191
internal_count=361931 332372 97431 97005 93583 89404 11904 77500 37395 40105 4560 35545 4179 2059 35247 18790 16457 234941 233988 47520 8232 186468 184412 37275 147137 101849 86956 74761 3049 2829
shrinkage=0.000980392


Tree=4508
num_leaves=31
num_cat=0
split_feature=50 194 1426 416 842 289 689 840 87 361 1023 365 708 147 288 68 1381 905 1250 1236 1148 1244 1155 1328 729 1381 276 852 467 624
split_gain=10.6698 19.8343 14.1056 14.886 18.5402 17.0362 22.2437 15.5564 15.4304 15.4776 14.057 13.8841 14.9073 13.8399 13.9157 13.8091 17.598 15.0658 15.1556 14.9817 14.9233 16.4149 14.7382 15.8927 14.429 15.9121 19.3144 15.299 21.7603 20.4981
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3963709736238232 0.32387097158276718 -0.48949635309865613 -0.041110604996290066 -0.35702610058098444 -0.6892984784685311 0.092555657446741449 0.1952904026482746 7.4366709976304533 -1.1245270548591002 3.257490643252837 -0.13391589972153486 1.2575833844206472 0.69836631878832012 2.7866493450571705 -0.626218791782991 -1.4041594778181734 -0.38209021429422135 1.0000000180025095e-35 -0.89464034125183356 -0.65815051128771651 1.2001107759947007 0.75637635299260908 4.429991769114582 0.84025258783674173 1.0747610123934368 1.3711429871967877 0.14888729770446407
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 11 -4 13 6 7 -6 -9 -10 -1 -3 -13 14 -5 24 -17 18 -18 20 21 -19 -21 -24 25 27 -27 -2 29 -29
right_child=15 2 3 4 5 -7 -8 8 9 -11 -12 12 -14 -15 -16 16 17 19 -20 22 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.002948864078270272 0.0010195602829924043 -0.0076328760841627473 -0.0090249311743362589 -0.0047972613932126557 -0.017146109271834277 -0.002406965901902963 0.00661385832169685 0.078179233238027668 -0.040648823242105364 0.067752138246440372 0.049530828878267874 0.00086831199649776275 -0.016616814226399539 -0.032359847236353254 0.082795040563951969 -0.0020920267361305149 0.05379227737556657 -0.049850018196497786 -0.033384696540045812 -0.032231456608196256 -0.010048802677057753 0.057545413680776751 0.087737195105036317 -0.028932562688755478 -0.00093926495943541055 -0.02497739459340588 0.038847838107938654 -0.00081152264385422239 0.018603135301078967 0.0074684995716654268
leaf_count=74170 95961 3092 5685 392 55 829 563 138 50 32 43 78277 771 424 28 33692 33 30 166 23 155 99 96 24 51363 587 77 6851 1144 7081
internal_value=0 -0.0190752 0.00100816 -0.102772 0.054798 0.194879 0.443674 0.956726 1.18434 0.275129 -0.0574597 0.00905481 0.0145318 -0.274844 0.0355752 0.00731058 -0.0347949 0.351768 -0.276912 0.558966 0.267683 0.814068 1.15023 1.43624 0.0159635 0.0291704 -0.346389 0.0310302 0.0944632 0.070389
internal_count=361931 164549 90336 8196 2511 1667 838 275 220 82 74213 82140 79048 844 420 197382 34318 626 199 427 284 129 143 120 163064 111701 664 111037 15076 13932
shrinkage=0.05


Tree=4509
num_leaves=31
num_cat=0
split_feature=785 519 713 507 921 784 774 990 689 126 1040 395 1011 1461 727 382 789 839 1046 1431 1374 1392 496 1398 1467 1111 773 980 899 286
split_gain=17.6498 17.1141 20.3153 25.3013 23.3939 44.6151 23.868 22.6591 22.2338 20.5121 23.2278 21.7519 25.174 20.016 19.9658 22.6411 21.3293 19.7447 19.6785 19.2706 19.9745 20.4376 21.4482 20.2547 20.1685 18.9533 18.9177 25.1795 19.4404 18.7609
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.0525743831388839 0.9594655836162902 1.5033568469461875 1.09266583130301 0.86385367930994306 1.0000000180025095e-35 -1.1794202161759346 0.66415532897360485 1.0000000180025095e-35 1.5692664354072514 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.778493016390716 -1.2095226878315291 -0.69841165295377261 -0.66177662735578835 -0.28190275070883963 -0.64892232796408011 1.754419774220916 4.5114904631235966 1.8910022628952046 1.1880435139967069 0.44691395264848927 -0.59080664075777289 2.1782528425255134
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 17 9 6 -6 -7 26 11 -11 13 -13 19 -3 16 -16 -2 -14 29 -21 24 -23 -24 -22 -19 27 28 -5 -4
right_child=1 14 4 8 5 7 -8 -9 -10 10 -12 12 18 -15 15 -17 -18 25 -20 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.98094376661094e-05 -9.3160622575029388e-06 -3.6724119257428696e-05 -4.507503412958544e-05 0.00033579745116879821 -5.0859496567105837e-05 9.8374446807485667e-05 0.00016694095116573927 0.00036901928384065725 -0.00013993141957555698 -0.00019195943107338441 -7.3121158789608488e-06 2.9481249791818741e-05 -0.00049536033942209051 4.4369145014991573e-05 0.00023620567907363697 8.7765748495979867e-07 -6.9541733345775345e-05 0.00047674435972054895 -8.3601048663080769e-05 -0.00017393185239548002 -0.00013834131054393727 -0.00017965631711002659 6.4513530044620212e-05 -0.00031902050685829442 0.00063108896129931058 -0.00084369912736241939 -0.00010642794762363978 0.00044516578580915508 2.5428813668580251e-05 0.00035998775146780333
leaf_count=29559 47545 9447 21683 1349 23790 6537 2702 1797 1282 5285 86492 22283 748 6583 5244 5700 1127 615 7623 26170 26087 4635 10666 1024 147 66 923 1473 2651 698
internal_value=0 -0.016831 -0.0218777 0.0172995 -0.0315419 0.0236796 -0.0264145 0.160467 0.130965 -0.0413849 -0.0152611 -0.06288 -0.0113342 -0.0839378 0.0413232 0.0957499 0.182425 -0.00366637 -0.115939 -0.0948274 -0.118641 -0.0827364 -0.0141245 0.036669 -0.133429 0.373777 0.180099 0.226854 0.13499 -0.0331562
internal_count=361931 332372 310854 55904 254950 34826 26492 8334 7678 220124 91777 128347 30654 97693 21518 12071 6371 48226 8371 91110 68729 42559 16325 11690 26234 681 6396 5473 4000 22381
shrinkage=0.000980392


Tree=4510
num_leaves=31
num_cat=0
split_feature=1431 487 1459 83 143 1320 220 735 835 1468 357 710 146 917 1370 84 429 222 1362 1046 498 1191 489 569 86 142 53 1394 437 1040
split_gain=10.317 12.4449 16.5654 16.35 15.9797 17.6969 13.9084 17.6943 13.2303 13.275 13.082 15.0383 14.7825 13.1429 13.0092 15.7767 20.291 13.079 13.2167 12.5835 12.8819 12.1585 12.3737 12.2239 12.1483 12.2458 13.401 12.4143 14.9982 14.6811
threshold=1.8641952677858011 -0.64506775864975041 -0.028369740785481889 -1.3006793847546181 2.1760825031770041 -1.1902160690011778 0.38722898763370273 0.45736174636922805 2.6047796401122034 1.5815342945870006 -0.46836016377310674 -0.82692085768360757 -0.29189321751508424 -0.40130041297796265 1.0000000180025095e-35 -1.5275224116158646 -0.10686052373172615 1.0601616866221508 3.5708093032933044 -0.33806353509671189 0.23083881760818986 -0.48843033218470927 1.2092474130724551 0.29312184844084771 -0.92638830725500954 -0.63361968334073482 1.2912025798565661 0.36817047276090514 0.6969940432508801 -0.026085469243754461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 24 -4 8 -6 10 -8 9 -3 11 -7 13 -12 17 16 -16 18 21 20 -19 -5 23 -23 -2 -26 27 29 -29 -27
right_child=1 4 3 14 5 6 7 -9 -10 -11 12 -13 -14 -15 15 -17 -18 19 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-4.7013157453583339e-05 -0.022646285158184894 -0.0053726289750260156 -0.030343316152736628 0.047463833851733882 0.1032690697740532 0.094361636213175143 -0.055374722135559162 0.04478938520547307 -0.051805828699610271 -0.024857466849470294 -0.0016055381713434231 -0.03744126419223525 -0.01074915209925828 0.091529031850324641 -0.0057793645530999794 -0.0016333486636156776 0.17930537862449042 -0.055442203362289479 0.10446667722114925 -0.062279509984090237 0.073063611814911389 0.034910438051186696 -0.051188724067509551 -0.01396663898762435 -0.014107138533405629 0.0055541136078179542 -0.036467405964248044 -0.019970554425977168 0.055487331245652333 0.03860118903629324
leaf_count=345176 564 10692 182 247 33 21 113 36 190 791 39 131 64 85 22 747 21 25 31 54 30 236 42 118 746 643 137 334 37 344
internal_value=0 -0.0707638 0.0429945 0.232363 -0.120679 0.349824 0.200147 -0.478237 -0.142975 -0.13279 0.523587 -0.258101 0.913482 1.37089 0.303686 0.0543335 1.64134 0.510915 0.623674 -0.332698 0.517613 0.549322 0.285954 0.4217 -0.0878827 -0.00368187 0.133251 0.205413 -0.193794 0.361943
internal_count=361931 16755 4560 1755 12195 522 489 149 11673 11483 340 152 188 124 1573 790 43 783 674 109 55 643 396 354 2805 2241 1495 1358 371 987
shrinkage=0.05


Tree=4511
num_leaves=31
num_cat=0
split_feature=388 1361 1367 1301 651 620 1002 768 588 1020 1209 844 1225 1175 8 158 1153 734 219 1454 1169 1463 1449 517 763 765 539 1035 1049 346
split_gain=10.2544 13.1685 24.1005 20.3376 19.8207 20.3064 20.2681 19.4205 21.0119 19.3375 20.6592 22.318 18.7011 18.4641 18.4518 18.0114 17.7012 17.6555 17.5863 18.3196 18.8013 17.456 18.2298 16.8497 16.8443 20.4552 19.4541 18.4872 18.4388 17.7052
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.7692563356702355 1.1107569744011787 1.0000000180025095e-35 -0.32459312438081372 2.412986173586535 0.71188872395471614 1.0000000180025095e-35 0.6851534687528501 1.2128259734743785 1.0000000180025095e-35 2.4816385733696631 1.7398819347694894 1.4524811795578587 1.2227683615572176 3.0820683777490774 -0.88369819198717481 -0.94795818613911831 -0.68741158883941589 0.067148399785659021 0.82094559772682762 -0.9740209879269478 1.0728886063695022 -1.1746044832765594 0.6695026854463163 -0.59011512739919603 2.1088565934538379 -0.83879012657737806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 24 7 8 -6 21 11 -11 13 16 -9 -13 -1 -7 -4 20 -20 22 -8 -12 -3 -26 27 -27 29 -29
right_child=-2 4 18 -5 6 17 9 14 -10 10 23 15 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00083992048951247924 -0.0016109833958104865 0.003472582435479737 -0.0043905165964372508 -0.013494126083703321 -0.0025931933342065241 -0.00014276268223867785 -0.010753669677495773 0.036349428941100249 0.010747538973175484 -0.00038669944095885006 0.064357546258286213 0.026279569574200214 -0.0070993590384361999 0.013279994925122968 -0.050681948437552318 -0.066103810947940864 -0.011131838480718652 0.013560088716513145 0.028326678554748505 0.00082190510397961696 0.0021612990080925329 -0.0014796313082784879 -0.031179009916683788 -0.015414680796953909 -0.023996006697286548 -0.014365479372486153 0.01385384953277056 0.01855705031094565 0.052418134388057439 -0.0038497531797505868
leaf_count=36608 71976 51202 10582 4563 6197 78734 3643 285 1815 3710 33 511 13297 1228 36 26 4519 1087 573 59397 911 2046 678 1195 773 1656 835 516 69 3230
internal_value=0 0.00236925 -0.0164416 -0.0592879 0.0154763 0.025178 -0.0494288 0.0351066 0.0128451 -0.108004 -0.0155225 0.0550553 -0.0475285 -0.0220748 0.555824 0.444973 -0.0325503 0.00136172 0.00920457 0.0224167 0.276165 -0.194484 -0.279211 -0.266051 0.056314 -0.0517176 -0.0145944 -0.0709214 0.0151622 -0.00997293
internal_count=361931 289955 131678 60215 158277 138102 20175 8333 8012 11842 5475 4247 55652 42355 321 537 41127 79821 71463 60881 1484 6367 4321 1228 58281 7079 6306 5471 3815 3746
shrinkage=0.05


Tree=4512
num_leaves=31
num_cat=0
split_feature=1076 1004 1061 868 960 947 969 1181 1176 1047 1183 78 1260 1446 1321 973 1449 1470 838 977 141 140 497 751 1104 1461 1312 622 548 557
split_gain=10.0295 41.8518 40.1278 20.5797 17.6108 18.3009 18.6041 17.175 16.2997 15.7469 15.7477 15.2948 15.9394 14.9551 18.3566 14.899 14.8699 16.9202 20.9667 15.9772 14.8371 15.1496 14.582 15.7725 22.5471 19.5614 20.583 17.8489 16.8552 18.6399
threshold=-0.58297395077464731 0.59444477453878863 -0.87357009987099121 -0.5942415351291912 -0.64257916016084482 1.641280574724302 1.9788506533634 0.58129230954080946 -1.3648553461449213 -1.1454825641717135 2.4226916429071945 -0.21801270680749738 1.774903214747316 -1.3745328375822587 -0.42513801300509985 -1.2052150774704609 -0.65446274039939711 -0.62922350457312126 -0.53291039393468276 0.086088515504890592 -0.11381362158275612 -0.14549294914506319 1.4259687459988883 1.0000000180025095e-35 0.60182984030379882 0.67658205949233852 -0.2714310350738483 0.26567192760272534 0.1785308773399289 -0.67350956962853237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 9 6 -6 8 -5 -1 22 15 16 14 -7 -10 -13 -18 19 -19 -17 -22 23 -11 25 27 -27 -25 29 -26
right_child=-2 2 -4 7 5 13 -8 -9 11 10 -12 12 -14 -15 -16 20 17 18 -20 -21 21 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.019385127902792176 -0.00046113700932882517 0.0262524361573734 0.00091373177588006049 0.039159884256885297 0.0019495661754591175 -0.017536394142643397 0.01470552717906746 0.021774435856254253 0.096768787836458106 -0.0059234149114452102 0.019944427399881767 -0.019779628469348796 -0.048357275128326001 -0.012961035373208869 0.054371241015967742 -0.00064613410450473357 -0.019591950704011669 0.019482243294407967 0.024304793964826644 -0.039251525314986158 0.045119972848627982 0.011438182096085041 0.0048638904001337899 -0.0017039083051436647 -0.017959609854176554 -0.0067758719380275351 0.023663951275290852 -0.015731625390736467 -0.0030936134217102122 0.023952374095291898
leaf_count=508 294432 1146 6779 206 21431 86 1455 1053 26 17057 442 406 112 1411 89 788 280 99 589 147 212 557 2604 4510 176 552 664 2188 895 1031
internal_value=0 0.0224226 0.139234 0.274032 -0.00634615 0.0398477 0.0577939 0.203595 0.122109 -0.0444971 -0.0511544 0.0854499 -0.0709377 -0.185765 0.425535 0.238926 -0.014588 0.11684 0.267494 -0.295566 0.211618 0.420382 -0.0576465 -0.0753615 0.00137798 -0.060027 0.208146 -0.114759 0.215484 0.374475
internal_count=361931 67499 12400 5621 55099 24472 22886 4475 3422 30627 30119 3216 1633 1586 175 1583 1521 1115 835 246 1557 769 29677 27073 10016 7914 1216 6698 2102 1207
shrinkage=0.05


Tree=4513
num_leaves=31
num_cat=0
split_feature=785 519 727 382 728 869 906 57 1452 1470 1469 553 560 1469 506 789 1469 56 776 1376 739 760 740 689 615 763 1392 766 650 1049
split_gain=18.6321 15.4381 20.2407 22.8668 20.2222 25.0373 22.3103 26.5089 20.5583 34.1788 21.8255 19.8493 21.5834 20.6281 19.7259 19.6787 19.4494 19.1902 18.5963 19.8504 18.3071 18.3252 21.7222 24.8235 22.1647 19.6926 18.4567 18.1743 18.5502 19.6198
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 0.10039724912444258 1.4243427035504792 0.4926003403048807 0.84122639276026845 -0.1067644305262897 -0.032233800100399751 1.4889352106746172 2.9775633284852119 -0.86624783496930458 1.1248358748350926 1.5966972016828689 4.3527420364106586 2.6594279389030699 0.18805867694879752 2.5106116815996127 -0.0042716488657764022 2.6399776226761449 0.16364321731367579 -0.59108387774323179 0.23729839874194067 1.3479846738487409 0.65728905567517659 1.253152870847948 1.181006381036557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 15 8 6 11 17 18 14 -11 20 13 -13 -10 -4 -16 -8 27 -20 21 22 24 -24 -6 -25 -26 28 -2 -30
right_child=1 2 3 -5 5 -7 7 -9 9 10 -12 12 -14 -15 16 -17 -18 -19 19 -21 -22 -23 23 25 26 -27 -28 -29 29 -31
leaf_value=4.1314211241824839e-05 -1.588503963014175e-05 -4.0101786218158992e-05 0.00023190490438022547 -2.1156801365775319e-06 1.4191724481420131e-05 -6.7878069002990092e-05 -7.0326644209293377e-05 9.399568980423253e-05 0.0003424665851201511 0.00032561824342292311 0.0011852520263133735 -3.1647188807643724e-05 -0.00030834394073144406 0.00083882979343925779 3.9845641084923011e-05 -6.1596564997109588e-05 -0.00070851274740540082 0.0011513835994461728 3.3106450057871699e-05 0.00065598798639967073 -0.00032204100972922948 -3.1937989373051966e-05 8.2171347750329763e-05 -0.00055963239349564114 0.00013134646968330122 0.00027632867133385217 -9.2390079382938809e-05 -9.5941825588889226e-05 6.08899232678144e-05 0.00038102214411309376
leaf_count=29559 26378 9447 5244 5700 23781 85264 57185 5532 939 996 147 36047 1560 131 10672 1127 285 44 589 416 896 18094 756 808 19561 153 1859 11976 5767 1018
internal_value=0 -0.0168667 0.0383549 0.0931785 -0.0216621 -0.0316866 -0.0159425 -0.0531126 0.0159448 0.0932123 0.450553 0.00417219 -0.040586 -0.0285643 0.0569633 0.180287 0.028798 -0.0700938 -0.0076232 0.290566 0.0270767 0.0310967 0.0538214 -0.180966 0.0637339 -0.428925 0.113979 -0.0148323 0.0110829 0.116695
internal_count=361931 332372 21518 12071 310854 251671 166407 62761 59183 13039 1143 103646 37738 36178 11896 6371 10957 57229 46144 1005 65908 65012 46918 1717 45201 961 21420 45139 33163 6785
shrinkage=0.000980392


Tree=4514
num_leaves=31
num_cat=0
split_feature=470 602 816 841 1185 878 785 754 1237 1041 1189 216 1459 1465 1459 461 1452 1455 1451 1460 1460 569 192 915 1 223 89 532 1467 332
split_gain=16.5684 27.4236 19.2626 21.4156 19.6831 20.378 22.7022 22.4894 22.0104 20.9472 20.4141 17.494 17.9264 19.1543 18.2043 21.1608 17.6556 20.2076 20.2975 19.9069 22.2186 20.0608 18.6412 19.4377 18.3659 19.3089 18.1364 17.3984 19.9595 18.1827
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1672291848996961 -1.104114706617066 0.66426471340353599 2.9970139449733542 2.3218875611781908 1.4298092310842805 -0.66816514759316648 -1.8466455859142397 1.5951444324411048 -0.47433201747382236 1.9404364142468602 -0.42860911232842119 1.4586326671195671 0.34647097549241135 -0.47870259652796909 2.0120574912422922 0.53687345587860014 0.099810043912261961 -0.30256589187670585 2.8552794598869204 -0.41638127657477514 -0.75480177982805852 -0.94033362797492703 0.061246651295992389 1.0000000180025095e-35 1.4788072840855835 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 -2 -4 7 9 8 11 -7 -9 12 13 16 15 -14 17 -6 19 20 22 -22 23 26 -25 -26 -19 28 29 -1
right_child=2 -3 4 -5 5 6 -8 10 -10 -11 -12 -13 14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-7.2713497941078703e-05 -8.113332868895618e-06 -3.3058204395887412e-06 -0.00011131488652550308 -0.00011667757669482196 -1.5044736179231001e-05 9.2386791720258939e-05 0.00041983917018523741 0.0017790256098630783 -0.00010922907324120141 -8.9327916496611127e-05 -0.00017881524306771765 -6.2471995786865216e-05 0.00063761283110156698 0.00025132745919488646 9.0443113676777709e-05 -0.0015249107131158784 -9.2649087972487083e-05 0.00010520078048482691 0.0007554700213396907 -0.00013514190595348427 0.0001214148727103694 0.00068317766185192015 0.00093179740117945234 -0.00039346979554361571 0.00055361016197369678 -1.0291244842432473e-05 0.00053591443731442086 -0.00012523840328935041 0.00015743614642844012 9.8762866634059262e-05
leaf_count=40526 77176 89908 6063 11148 11781 3475 424 25 4698 12457 3333 5412 368 1462 39531 21 5793 1323 192 1294 503 545 107 502 317 2756 646 33210 3089 3846
internal_value=0 -0.0283935 0.00427927 -0.0222276 0.0235932 0.0301875 -0.0373747 0.0447111 0.0510717 -0.0506442 -0.162139 0.0592403 0.068251 0.0257578 0.0969273 0.540217 0.0117447 0.0414824 0.122928 0.105462 0.152289 0.426955 0.0970807 0.0791755 -0.0163111 0.045982 0.249531 -0.0698804 -0.0396271 -0.054902
internal_count=361931 170579 191352 88324 103028 96965 16356 80609 77251 15932 3358 72553 67141 27221 39920 389 25759 19966 8185 7993 6699 1048 5651 5544 3575 3073 1969 80671 47461 44372
shrinkage=0.000980392


Tree=4515
num_leaves=31
num_cat=0
split_feature=1454 54 21 498 564 1454 1466 1453 1454 1458 1459 1453 1467 1467 1462 1452 1454 1461 1467 1457 1465 533 1449 1451 1430 1460 21 21 1450 1463
split_gain=10.0249 19.2837 19.4317 18.2264 19.4755 17.9327 17.1017 30.3192 36.9166 40.6041 56.2719 36.6897 53.1767 61.7078 50.4838 48.8981 38.8852 31.712 33.8621 29.4324 27.2937 26.9592 25.6613 46.8531 24.7037 24.5924 26.7585 23.5305 24.881 24.2247
threshold=-0.2363894608792538 -0.42445565733332025 -1.6471741456694959 1.82911433652524 1.3431984933504835 -0.051110432140844611 0.37829601484295772 0.015182868257454333 -0.77574368866889332 -0.55383951697340417 0.84568063206599431 -0.16723795674480699 -0.5459630455199368 -0.19549808211473235 0.41759252774457617 0.55483083833984748 -0.88587582313006108 1.0519922171908489 0.088123403051910257 -0.31328848803260229 -0.027562006984456589 1.0000000180025095e-35 -0.41360575089286639 2.7768142128538291 1.0000000180025095e-35 0.25278969693660014 -0.89074317784588486 -1.2689586617576902 -0.75943029430201059 -0.17543696651184754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 -5 -3 27 11 -9 10 24 12 15 -14 25 20 -13 -11 -19 21 -8 -17 23 -16 -10 26 -15 28 -1 -30
right_child=1 2 -4 4 -6 -7 7 8 9 17 -12 16 13 14 22 19 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.030807889371697896 -0.0010008908124610005 0.030134028697806944 0.0013028437568088122 0.0020830452641345072 0.01741983935608464 0.0049159350613507532 -0.025411986168791381 -0.02081843240750322 -0.010020089866851585 0.00065928667493564083 0.023712298815600122 -0.0091317789836978854 0.021478890011720094 0.0036672185168369364 0.029265846300637822 0.0026797943147460661 0.032276425740783862 0.038112427573299246 -0.012088750779998648 -0.016019742303624719 -0.0040032041688727003 0.059144946789863623 -0.0017783825838735689 -0.057625842457253357 -0.039082268085816801 0.011444720096581474 -0.017654854306671085 -0.0012975305146037223 -0.015847747640817488 0.0029205992911730282
leaf_count=947 71486 590 97519 7401 1209 1227 1846 1675 882 7216 373 410 2956 1616 1351 213 1144 531 314 199 1939 234 813 90 899 873 2597 147876 3053 2452
internal_value=0 0.00953393 0.030255 -0.0155754 0.0875351 0.280297 -0.0210793 0.0331142 -0.0586733 -0.00888566 -0.306199 0.100675 0.0614715 0.153647 0.0291397 -0.167541 0.432986 0.0661669 0.478139 0.396174 -0.287527 0.719919 0.308196 0.483655 -0.502789 -0.117028 -0.204555 -0.0314295 -0.199194 -0.125489
internal_count=361931 170822 99336 191109 8610 1817 182499 28171 11890 10215 2154 16281 14727 10296 7340 4431 1554 8061 845 646 3785 447 2254 1441 1781 5086 4213 154328 6452 5505
shrinkage=0.05


Tree=4516
num_leaves=31
num_cat=0
split_feature=785 728 120 404 608 45 1181 980 1466 1466 1463 21 496 374 477 1467 650 559 212 700 428 865 118 1148 1469 422 979 811 671 209
split_gain=21.4083 16.272 16.1235 20.1534 21.0968 18.5625 18.1746 17.3086 17.2575 22.6062 29.6627 33.4871 20.5972 19.2328 18.8182 17.9755 23.6807 17.6115 17.3201 17.2701 20.4927 19.8195 16.7758 21.2927 18.5998 16.7488 16.7096 16.6468 25.4122 19.2744
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 0.76881834321921005 1.6529830500154947 1.0000000180025095e-35 1.2997001116531657 -1.2837981576665836 0.37829601484295772 0.33394102906587103 0.26178017910560175 0.81122649975724037 -0.52318489920737588 1.2786303643043428 -0.61860042855786568 0.80406431616723528 1.0000000180025095e-35 0.064400560137788915 -0.80311105305576103 -0.09768300405627002 -0.25300608293028204 0.34189790550582932 1.0000000180025095e-35 1.9644670326249816 1.7934017781504392 1.1375847193158168 1.8373353733206352 1.0000000180025095e-35 2.6425086185778714 0.31762315170549854
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 6 -5 -6 22 -8 9 12 -11 18 15 27 19 16 -2 -10 -12 -15 -21 25 23 24 -4 -22 -19 28 -14 -29
right_child=2 -3 3 4 5 -7 7 -9 17 10 11 -13 13 14 -16 -17 -18 26 -20 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00010921258082754547 -3.1157732725360848e-05 6.1305687296962192e-05 -1.1711414688182046e-05 -0.00012872623991101766 0.00043125629636790312 -0.00047141701056158992 -0.00033558841782610011 8.1335779080043405e-05 6.2541148623978436e-05 -0.00042423725377835532 -0.00052794010860803757 -0.00077315149997015417 1.2768206993673638e-05 8.1853519906017127e-05 0.00014669201176721223 6.6560735369928782e-05 -0.00015406437118954027 -1.530169562964894e-05 0.00042013358259632518 -0.00040622626775575288 0.00027830970788622671 -0.00042532233303435845 -7.8268404707329786e-05 0.00018652294324837006 -0.00020426557687829686 -0.00048616788209596026 -0.00041007214922985155 -0.00012306682452039048 -0.00021706965797826548 2.0126412935686452e-05
leaf_count=3396 22834 26163 47532 22787 580 146 683 10105 29298 1774 125 208 72350 3762 8409 5503 16399 16013 582 1250 1012 466 40636 2385 3388 190 604 13267 2218 7866
internal_value=0 0.0449205 -0.0182349 -0.0408784 -0.113814 0.263676 -0.027359 0.061759 -0.00603915 -0.0179279 -0.233966 0.0793126 -0.0143134 0.00160629 0.0790791 -0.0597527 -0.0788153 0.0322135 0.287961 -0.0168162 -0.162847 0.00687442 -0.0391867 -0.0120738 -0.0235988 0.163766 -0.029771 -0.010167 0.00529067 -0.0690014
internal_count=361931 29559 332372 128242 23513 726 104729 10788 204130 158215 2689 915 155526 110790 15089 44736 39233 45915 707 6680 2918 1668 93941 53305 50920 1202 16617 95701 74568 21133
shrinkage=0.000980392


Tree=4517
num_leaves=31
num_cat=0
split_feature=181 64 427 1031 974 1458 488 84 795 470 208 760 854 797 718 507 767 21 1191 82 286 567 771 1185 158 360 289 767 1115 1174
split_gain=19.3847 19.2643 19.2053 19.5667 23.5243 18.401 18.1717 18.1652 20.4695 21.3232 21.15 20.2722 19.4271 42.5806 21.9395 22.0946 23.4055 21.6997 23.2511 21.1071 20.5323 20.524 23.6147 21.5479 24.0383 20.0975 18.9673 19.5034 18.2483 18.1656
threshold=1.0000000180025095e-35 1.4455540108994724 -1.2544068337130054 1.6568736917453439 1.1658077617619258 -0.19179933198544472 2.1072953141862252 -0.87109990290594463 -0.29258408639884992 0.66595742291584703 0.095186299455274667 -1.1122748778266176 -0.87473648844905705 0.63961785378869596 1.0159173274103563 1.0941628986121894 0.63521345031610499 1.0000000180025095e-35 -0.90568146558393503 1.5043387136811766 -0.61043139544242997 1.4548470665134234 0.84704536913400641 0.030308725345023584 1.0096480304782853 1.7919487588907217 1.3266054900639306 0.094299161048439994 2.2395867918602046 3.0044370637247186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 -5 -3 -1 28 9 10 11 -9 13 -10 17 19 -17 21 -19 -16 -15 22 23 24 29 -22 27 -20 -4 -14
right_child=-2 5 3 4 -6 -7 -8 8 12 -11 -12 -13 14 20 15 16 -18 18 26 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.266640065297458e-05 -5.0256867515316874e-05 -0.000136732537114448 -3.3874841918230459e-05 -7.1489463960407575e-05 0.00097298902046055865 -2.2005272774359425e-06 0.0002101528363581395 0.00033960207021014731 -3.4173829194956492e-05 0.00011036831183541018 -3.5717320996159697e-05 4.3474044092701845e-05 0.00011739110645742821 0.00049467129383147133 2.7770484650648656e-06 0.0004881616069970528 2.3947100932817183e-06 -0.00036223671340723747 -9.2380207438850514e-05 0.00033830125322868878 0.00020310472382814389 0.00016888731381810439 -0.00017026856780278038 -4.7539765035560895e-05 -0.00015066668986948707 -0.00064443144759005204 -0.00018292844861911094 6.5094360019271711e-06 -0.00041850025634363196 -0.00057954487829046486
leaf_count=20652 75166 13794 28304 24972 140 11403 1214 1135 4925 16550 20602 46133 13708 1073 8957 932 689 1207 16985 899 2050 3355 3755 12668 2404 134 4810 22367 711 237
internal_value=0 -0.00508192 0.000263355 0.0054383 -0.0665548 -0.0726389 -0.0748079 0.011315 0.0190575 0.0447932 0.0262188 0.0516137 -0.00216916 0.0967617 -0.0117323 0.0750684 0.292895 -0.0252313 -0.0574821 0.0348179 0.275502 0.0162916 -0.00228417 0.0194829 0.0759238 0.158724 -0.0493111 -0.0337647 -0.0435566 0.110042
internal_count=361931 286765 261568 239702 25112 25197 21866 214590 185575 84420 67870 47268 101155 8182 92973 11477 1621 81496 45369 9856 3257 36127 32772 29017 16349 2184 44162 39352 29015 13945
shrinkage=0.000980392


Tree=4518
num_leaves=31
num_cat=0
split_feature=50 194 395 1039 1045 608 596 1033 1116 17 691 1006 1 1356 678 1467 214 1188 1452 281 283 1454 1291 1111 492 1349 222 1116 144 345
split_gain=10.284 19.5025 17.9882 18.9167 19.789 17.1549 17.1466 16.8689 16.4817 18.4717 17.8211 23.5809 19.9498 17.2957 23.2168 17.5681 17.3521 16.7738 19.6526 16.5832 16.2177 18.5257 22.892 17.5412 16.4524 16.486 16.1415 16.0191 19.2544 16.8566
threshold=0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.56610528519261638 -0.32642054560689876 0.66665475971017707 1.0000000180025095e-35 1.8942061968095885 -0.28286215341588289 1.7291941990149673 -0.43970858734176738 -0.59023500554186525 2.379109637648873 1.1703909184639636 -0.93019531031281677 -0.29368347943054773 -1.3183530176055158 0.73148490745951855 -0.66449101068362226 -1.4161742334052956 1.8090595045241624 -0.88587582313006108 1.1335042337638954 -0.37987451258260402 -0.52822705821939275 0.62554163446995081 -2.2216816779835127 -0.38550730318708931 0.63832217497726729 2.0038474026965676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 26 20 -1 27 -6 13 19 -11 -12 17 -3 15 -15 -17 -13 -19 -10 21 22 -5 -22 25 -25 -4 -7 29 -29
right_child=-2 8 3 4 7 6 -8 -9 9 10 11 12 -14 14 -16 16 -18 18 -20 -21 23 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0038864110286918503 0.0008805267455524624 -0.0017504588749082544 -0.034024326763566363 0.023457634629296106 -0.0008985344920779978 -0.0020095358984021016 -0.0042277617352603925 0.012292496095586421 -0.0094559571184591306 -0.016204301979165992 0.024037701972526471 -0.013861809871001336 0.055894037254706486 -0.023982932563958229 0.006433891895328463 0.071080199064950292 -0.002520230369061975 0.047957157259155586 -0.0029184510211596169 0.0019412542459173471 -0.011845046041368684 -0.0091229825963310574 -0.059313446865786906 -0.031721269662681802 0.048734274048231434 0.07270443911372064 0.0032690311371758336 0.042166575062198619 -0.014646022283471683 -0.040259354877621709
leaf_count=73508 84163 67051 183 417 20904 469 1019 1261 2086 1595 424 1655 74 753 6651 42 870 110 392 72161 283 8467 70 104 236 23 16330 471 125 34
internal_value=0 -0.0110564 -0.0376694 -0.00411295 -0.0406368 -0.0686652 0.14188 0.0013486 0.00470361 0.0263429 -0.126089 -0.00723086 -0.109351 -0.0213768 0.0744259 -0.184983 0.0239578 -0.150893 0.199873 0.0339351 -0.130633 -0.155981 0.291687 0.253377 0.600173 -0.126838 0.0582563 0.345979 0.558562 0.738239
internal_count=361931 277768 123904 48278 31765 75626 2118 22165 153864 78497 4250 2655 2231 75367 8316 1665 912 2157 502 74247 9600 8954 487 646 363 127 16513 1099 630 505
shrinkage=0.05


Tree=4519
num_leaves=31
num_cat=0
split_feature=785 727 21 747 803 1080 854 796 797 705 450 1320 1323 69 86 543 240 125 483 770 837 1182 16 783 276 759 978 723 588 430
split_gain=10.3783 11.5288 11.4224 17.2211 18.28 20.1416 16.9222 43.7196 25.6794 21.9415 19.8031 20.9319 17.8641 22.9592 19.3299 22.2277 17.7618 17.7562 17.6204 19.0241 24.2369 19.9827 17.3539 17.2766 17.1256 20.4271 18.6367 17.0728 20.3511 17.2208
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.70163543588998201 1.0000000180025095e-35 1.9682860324222273 3.9810989087578279 -0.87473648844905705 1.5191488867762273 0.63961785378869596 0.73161970490752004 2.2203088264540187 -1.206375024104315 -0.76788633206863777 0.61084144604591328 0.079892779146548146 1.0000000180025095e-35 0.61509761703402088 1.5320262332576917 1.0255760034592212 0.87401089442680535 1.8791842208187821 -1.0252595785426528 -0.60470073152498094 -1.0732212767954836 0.4346025108644534 2.0124557731615358 1.1141189436737422 -1.0570063487222232 2.250834115212506 -0.085003651308655045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 6 -6 7 9 12 -5 27 -12 13 18 15 -15 17 -13 -8 24 21 -21 -18 -11 25 26 -20 -10 29 -29
right_child=2 -3 3 4 5 -7 8 -9 10 23 11 16 -14 14 -16 -17 22 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00063532820320007732 0.00085370480960816973 0.0038348930494551473 -0.0020596280087080321 -0.0048958757726248149 0.0060322328662188547 -0.049599429485937478 -0.0081093386075100637 0.015737473472542354 0.0037266951360989003 0.025022714002601667 -0.042166092503001629 0.0061085706348377473 0.00085017381008898924 0.017195044791836391 -0.0052042377882403398 -0.030734718655091212 -0.049707628756235411 0.031049283724040578 -0.023824245118974338 0.089973333096680805 0.12064747344110555 0.0037111141980808665 0.0012340002708542562 0.0032438489932098422 0.019025488910083335 0.061099231031113137 0.039569396993553468 -0.0028288874903604965 0.0061899218237639973 -0.0093310091418764129
leaf_count=12551 91008 17008 100000 5224 6619 81 10871 2467 2705 497 97 904 77354 1573 1595 216 102 431 754 49 38 223 361 2669 401 50 80 10475 1446 14082
internal_value=0 0.0369873 -0.00724071 -0.0153738 3.6355e-05 0.108243 -0.00619623 0.0764242 -0.0141879 -0.00473222 -0.073993 0.129629 0.00418652 -0.0737815 0.101824 0.265109 0.17859 0.298993 -0.125586 0.121442 0.66492 0.394515 -0.174029 0.134909 -0.0177458 -0.232525 -0.340499 -0.0917004 -0.112026 -0.131193
internal_count=361931 29559 332372 241364 141364 6700 134664 10857 123807 8390 30603 1895 93204 15850 3384 1789 1798 1335 12466 1595 310 272 463 3166 1285 884 834 28708 26003 24557
shrinkage=0.05


Tree=4520
num_leaves=31
num_cat=0
split_feature=785 728 519 728 869 921 784 1443 791 861 1367 507 629 813 1374 732 1002 1270 528 641 1386 1384 924 978 727 382 789 657 648 704
split_gain=15.2593 13.942 13.9201 18.6454 21.2418 21.4159 35.5836 23.5589 20.6384 27.1662 30.2901 20.4274 19.1615 18.7292 19.4596 19.9167 19.0189 19.0755 18.6813 18.4773 19.553 18.0508 17.9829 18.2437 17.9236 21.7191 19.6978 17.813 17.6072 19.1236
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 0.9594655836162902 1.593744732512876 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 0.65809631222906606 0.63495047759939183 2.1641256470006294 -0.66177662735578835 3.2946899365908435 1.0000000180025095e-35 0.34616208652689945 1.0000000180025095e-35 3.7016018671129225 0.48565394206859691 -0.53342496023365138 1.8999064755685127 2.6375975511520715 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.2603408215975165 1.8166789435549495 -1.1956137993399691
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 8 -7 -8 13 -10 28 -2 -9 14 15 16 17 19 -12 -5 -21 -19 -6 -24 -4 26 -26 -13 29 -11
right_child=2 -3 24 4 22 6 7 12 9 10 18 27 -14 -15 -16 -17 -18 21 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00010343537765923245 -3.3910961301806537e-06 5.4816552480399034e-05 -3.538384951934335e-05 -2.7012447560017437e-05 -7.157787708508312e-05 -5.7674952289775975e-06 0.00024342500672297373 7.57819791870815e-05 -8.9005171086231966e-05 -0.00026226288888857091 0.00047363919903659909 0.00012169150688078506 -0.00057588462700769558 0.00010344448815597112 -2.1051528211427193e-05 -0.00056577468298029624 -0.00016752703264847938 -1.4553673839381726e-05 0.00010675811168072485 0.0011957227334408935 -0.00077019234931335813 -0.00026674847172640748 9.3692611949730943e-05 -0.0011896348560126724 0.00022731794872487301 -2.6797509857431661e-06 -6.6893781868403461e-05 -0.00027879215740439994 0.00021258953431685265 2.4189719514117058e-05
leaf_count=3396 48652 26163 9447 23989 79939 17582 5045 767 11003 2108 1102 9956 317 3837 52529 601 10772 2468 1381 124 48 4242 5251 74 5244 5700 1127 575 2275 26217
internal_value=0 0.0395597 -0.0139105 -0.018471 -0.0281191 -0.0136038 0.0489479 0.189333 -0.0251139 0.0182662 0.0508967 0.0176817 -0.118407 -0.0440514 -0.051212 -0.0904195 -0.0847345 -0.0537061 0.276751 -0.0219365 0.781056 -0.168484 -0.0628016 0.0787096 0.0386301 0.0903283 0.17543 0.103492 0.0280731 0.0105956
internal_count=361931 29559 332372 310854 251671 166407 23711 6129 142696 44086 33083 59183 1084 98610 94773 42244 41643 30871 2483 24161 172 6710 85264 5325 21518 12071 6371 10531 30600 28325
shrinkage=0.000980392


Tree=4521
num_leaves=31
num_cat=0
split_feature=1430 1160 809 690 703 1166 968 904 277 979 897 693 1446 900 1463 1470 694 1047 1121 1296 831 1395 773 660 356 833 1469 986 1436 422
split_gain=10.054 22.5953 15.814 15.3145 14.9998 18.7074 16.3034 15.8852 15.8765 16.3106 19.3734 15.8564 15.7402 17.2238 16.6822 19.321 17.0012 16.3635 16.2258 15.519 15.2155 14.9231 21.0417 18.1912 19.6415 16.8668 14.8479 17.1836 16.9027 16.4099
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5745339068607798 -0.72730890275519677 0.26477147603133794 -1.6517717175341688 3.0122576866269162 -0.41522796720785365 0.73853992141801472 1.0478818730229296 1.1618729310684539 0.30998358238974016 0.58512315949643889 0.20015227757935383 -0.86969922504855501 -1.0763427022599175 -0.18807516286873063 -0.67675584536145184 -0.43652631067203845 -0.69000380141687612 0.21244627756992249 1.3348643226014334 0.26872683687560334 0.92733077586942658 0.26463570956629467 -1.2673214316849539 -0.72236542271953108 1.0000000180025095e-35 0.14226136863936198
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 -4 5 6 -5 12 11 -10 20 -8 18 14 16 19 -14 -15 21 -16 -11 23 -23 -6 25 -25 27 -1 29 -28
right_child=-2 -3 3 4 7 -7 8 -9 9 10 -12 -13 13 17 15 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.016470103649625378 0.000367279158177672 0.00026106564351578281 -0.013792077283769627 0.037118765752968637 -0.0063135730749497611 0.014872343025289423 -0.025460209939603469 0.052321583708424504 -0.0029858901584723183 -0.063351403532049058 0.15298312233054595 0.07438166724243031 -0.042310191746429054 -0.0078195595161355737 -0.030100429604906442 -0.02829819354307922 -0.0031139659013966411 0.012758220879820646 -0.00077019504760842848 0.022275155025548898 0.047393294182634153 0.017969797947018917 0.086141072163855012 0.049302534288131181 -0.040697219319564611 -0.0057822747378897896 -0.0085823060477224315 -0.0020415369902534951 2.6607556575201828e-05 -0.0022908925815163248
leaf_count=833 197825 86293 1362 212 989 1958 862 88 1025 39 20 20 198 1032 143 1095 3713 1071 6822 206 90 733 60 278 83 119 30369 2392 8873 13128
internal_value=0 -0.0182234 -0.0552153 -0.00180113 0.0138105 0.153047 -0.0526497 -0.0179989 -0.13159 0.0948478 0.882203 -0.428293 -0.0234122 -0.103303 -0.178922 -0.401993 -0.0965048 0.0720959 0.0484172 0.0793401 0.477656 0.224442 0.472718 0.0680463 0.465074 0.66327 -0.084509 0.0621316 -0.100022 -0.1285
internal_count=361931 164106 77813 22218 20856 4226 2268 16630 2056 1174 149 882 16542 7458 5355 1444 3911 2103 9084 349 129 2262 793 1469 480 397 55595 3225 52370 43497
shrinkage=0.05


Tree=4522
num_leaves=31
num_cat=0
split_feature=1450 1468 1464 1449 1460 1468 1449 1454 1468 1451 1456 1452 554 1463 1458 1455 1450 1450 1455 1452 1452 1454 981 1452 21 1469 1452 1458 596 1449
split_gain=10.0067 20.9449 27.447 22.7392 18.5255 43.26 28.0508 26.5004 41.8374 36.7316 31.0202 30.2217 30.9618 29.461 29.551 31.3938 44.7093 49.9945 36.1389 43.1013 36.5929 30.4911 29.0987 26.6965 33.1991 27.0027 25.9862 25.9536 25.5049 24.9881
threshold=-0.33386868244407664 4.4254531621270878 0.020652577133266702 2.4498220593785009 0.058427274985338513 1.5815342945870006 1.2624102624837521 -0.12591398429191614 0.38892790084257617 -0.35706656885214555 0.9901232371825377 2.5358997600969504 -1.085483892654193 0.52100604611544155 2.6054386111478895 0.019324323726861894 0.012060353443152053 0.53475265234138258 -0.064444062103805558 -0.60306845560432254 -0.58360753809991672 -0.27695550371287897 -0.66325253202098999 -0.51544042299199566 -0.70163543588998201 -0.54738268181364702 0.25571642208767514 2.8238293063641735 1.9758895415007218 0.51202977461113408
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 7 27 8 13 -10 23 12 -12 14 15 18 -17 28 19 -6 -21 -22 -14 24 -9 -26 -15 29 -18 -2
right_child=4 2 -4 -5 5 -7 -8 10 9 -11 11 -13 22 26 -16 16 17 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00096506240027838123 -0.00035620913058329517 0.042146484769181716 -0.0082650239473971033 -0.0047121179860031542 -0.007159213023626875 -0.0092602497509360181 0.0039866399180147625 -0.030921145311457562 0.029102270726343905 0.0071102532149856963 -0.017969050513143504 -0.037204428401325339 -0.0035766351002071576 -0.0012918058737266132 0.04186355331276314 -0.014718744495507455 0.022170798827448365 -0.013207843180030871 0.026942292686367199 0.036134600942629991 0.0039726372168930523 0.025730089979605963 0.025243480360087219 0.0014071998711368508 0.0047439929650182518 -0.01470860177275962 -0.030223824462397963 0.010577027806418053 0.095437030254960351 -0.0047948447692448756
leaf_count=163162 110446 422 375 176 2760 4051 17862 805 1656 2322 447 195 620 1750 224 2659 792 719 1206 557 5147 985 1635 12478 1826 1907 595 2226 53 21873
internal_value=0 -0.0169634 0.299073 0.583012 0.00827665 0.0490616 -0.00461806 0.0708847 0.129065 0.338061 0.0120414 0.225281 0.279083 0.0776341 0.11549 0.100391 -0.0773108 0.207419 0.166906 0.116631 0.214071 0.155964 0.367414 -0.0257588 -0.177267 -0.0895387 -0.171517 -0.0170434 0.54621 -0.0219106
internal_count=361931 164135 973 598 197796 45389 152407 41338 21425 3978 19913 2897 2702 17447 15102 14878 4223 1564 10655 9449 6689 6132 2255 17016 4538 3733 2345 134545 845 132319
shrinkage=0.05


Tree=4523
num_leaves=31
num_cat=0
split_feature=1461 398 472 616 1457 290 100 1458 1467 974 1012 255 54 469 1396 630 489 362 3 695 1466 622 423 736 212 1050 16 1461 1461 1451
split_gain=10.0566 13.8349 15.7511 16.2031 14.6669 15.8608 20.4991 14.6251 15.6053 14.475 17.0594 14.3849 13.7163 13.6601 13.2241 14.8148 15.9714 12.9358 12.8515 12.6644 12.6012 12.2638 12.5263 12.3928 12.1481 12.2883 12.0635 12.0311 38.6872 32.0198
threshold=3.9993613276323443 1.0000000180025095e-35 -0.55335378313571326 0.57091520978742472 1.0000000180025095e-35 0.21749823112707126 -0.54847086187329808 0.036661978097680334 3.6863561541855714 0.45444115538353086 1.4711245761114824 1.9282309809988389 1.2163275519470622 1.0000000180025095e-35 0.50496296754355108 0.21162784860291234 -0.51022687709198256 0.094746304840352569 0.50789897368925574 -0.15212180702215319 1.5748972947834672 -1.0528867623534435 1.091722440865962 1.470578089058822 1.8223361092656956 -0.56753343643026566 -0.90771949301585342 -0.3640729456269281 0.53704323757840622 0.54872951183746299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 3 21 9 -6 -7 8 14 10 -4 13 20 -9 -3 18 -17 -8 -16 -19 26 -2 23 24 25 -23 -11 -1 29 -29
right_child=1 7 4 -5 5 6 17 11 -10 12 -12 -13 -14 -15 15 16 -18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00015623287236819501 -0.022973682518312874 0.0343127510030228 -0.030642836471673249 -0.026463133239118881 0.016240335850567927 0.023717937702711168 -0.060938228822558109 0.012889983223038755 -0.055012255804542234 0.052345463541286247 0.046125214258085169 0.060163509152810227 -0.064856630246082736 -0.015548314426136646 -0.039812538934995034 -0.051932445704221668 0.066935382717969158 0.049784626876144267 0.036039906405604387 -0.04079678000491644 0.047930245592196191 0.0013108894140646966 -0.017769896747550775 -0.037381996000200729 -0.020610688018497997 0.038878159367852091 -0.016253783110521638 -0.0071095495173234954 0.00021204487700876942 0.0061107914776230574
leaf_count=272635 88 535 640 124 509 90 120 426 33 35 47 42 34 395 112 21 49 26 32 43 62 136 97 41 56 466 174 25685 56059 3119
internal_value=0 0.100182 0.00494779 0.212833 -0.125867 0.0911355 -0.317725 0.255762 0.461426 -0.315989 -0.517185 0.0551896 0.0636931 -0.0146152 0.518511 0.0516917 0.8099 -0.746379 -0.385998 -0.0473528 0.217269 0.310436 0.391006 0.484776 0.54802 0.631671 -0.07095 -0.00436868 -0.0300051 -0.109754
internal_count=361931 4433 2788 1008 1780 788 279 1645 782 992 687 863 305 821 749 214 70 189 144 69 271 884 796 699 658 602 209 357498 84863 28804
shrinkage=0.05


Tree=4524
num_leaves=31
num_cat=0
split_feature=785 728 771 852 1308 700 551 623 647 590 796 1224 1180 772 1315 1466 983 672 763 1258 1117 1452 1329 570 1421 82 350 1396 422 11
split_gain=15.3384 13.6481 17.5628 17.6229 22.5862 21.7758 25.16 17.7662 16.6158 36.3873 16.6524 16.7939 16.8322 16.6529 17.8953 17.1809 18.5504 18.2857 16.5331 17.6258 16.3349 16.2598 18.8972 16.2298 16.7513 16.7353 17.7425 21.2792 20.7854 17.7438
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4820751525130569 1.0747610123934368 -1.3860863925232534 -0.32577058805538323 1.0000000180025095e-35 -0.31271285625491418 -0.87782724458594241 0.58895901036483078 0.38087715954262297 1.9980862990756834 -0.98536440085365629 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 0.091163788439362625 -2.1492038878729214 -1.2591097148690287 0.90005214643023135 0.7010378143867354 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 0.8863174324919626 1.0939301863914108 -0.9594119830718516
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 18 6 -6 21 9 10 11 -3 -13 14 -12 -15 17 -17 19 -5 -11 -7 -23 24 25 26 28 -28 -10 -30
right_child=1 8 -4 4 5 7 -8 -9 23 20 13 12 -14 15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=3.8684146540784808e-05 -1.0279089398925833e-05 -0.00016861731180157471 -0.00013537371713641207 0.0016500800799920407 1.3922514048585243e-05 -0.00018878095860253293 0.00020412549572424051 5.2785736844536779e-05 -0.00010846878271216059 -0.00068232607873626211 0.00024654273202246065 0.002936983920146945 0.00037434832991479415 -0.0003187780136660431 0.0012459825601754146 0.00084243830400198368 -0.00060938056223859289 -0.00080250332942712369 5.918630677005654e-05 -0.00028640824260310507 0.00040764585306984555 0.00047644523411083395 -0.00069771963831046153 -7.4984118877455879e-05 -0.00020542848909356514 -0.00014365284769098053 0.00012993075259463757 -0.00012399052368734738 -0.00037319261021989783 0.00027525438787832652
leaf_count=29559 198125 3226 5440 23 5227 3132 7638 8441 8640 93 381 23 134 540 130 229 100 58 1717 2266 1291 334 94 61493 2973 3798 12404 2576 341 1505
internal_value=0 -0.0141517 -0.00534899 -0.00232047 0.0482124 0.0694837 0.130483 0.00224819 -0.040836 0.0787122 -0.0388088 -0.138612 0.82101 0.179613 0.529084 -0.0192866 0.348615 0.624479 -0.130504 -0.26757 0.366512 -0.134095 0.267046 -0.0504793 -0.00368356 0.0133976 0.0371861 0.0910046 -0.0489043 0.179666
internal_count=361931 332372 232437 226997 28872 24866 12865 12001 99935 6205 4821 3383 157 1438 511 927 387 287 4006 2289 1384 3560 428 93730 32237 29264 25466 14980 10486 1846
shrinkage=0.000980392


Tree=4525
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 507 126 1022 140 395 841 1116 689 1443 727 382 789 657 924 773 1252 978 633 234 1450 525 1430 563 974
split_gain=21.0018 16.3042 19.599 24.7408 23.754 37.6385 21.4178 20.9825 21.2373 21.9192 19.6358 20.1324 20.4156 19.4987 19.1311 19.0575 21.6154 20.3332 18.4504 18.2861 18.2758 18.2701 20.3486 18.9217 18.8286 17.791 20.6531 19.807 20.68 20.4932
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.65809631222906606 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.0000000180025095e-35 1.2259052867616704 -1.2265353045382643 -1.1110989058077336 1.593744732512876 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.2603408215975165 1.8999064755685127 -1.4424959735046412 2.4192096387169548 2.6375975511520715 -0.96673487256783863 -0.89470958077722174 -0.2957953744690755 1.0000000180025095e-35 0.54622893720785959 -0.47635300715149997 -0.47814311517351077
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 -6 -2 8 10 -10 -4 13 -13 -12 -7 -3 17 -17 -8 -5 -9 22 23 -21 -25 26 27 -22 29 -29
right_child=1 15 3 19 5 14 18 20 9 -11 11 12 -14 -15 -16 16 -18 -19 -20 21 25 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.4166130196962725e-05 -6.9528272651222174e-06 -3.7014818645296153e-05 -0.00011079157347495015 -7.8411798170654372e-05 -4.7633989383348256e-07 0.00026436622423271137 0.00012088697590901073 -0.00031461283177636093 0.00064541426487961669 1.1650992878514264e-05 9.9784901733563272e-05 -0.00091928522730507108 -0.00015013311521703925 -3.7724352131510508e-05 -9.865725210885174e-05 0.00022983551328579479 -2.6935460773052822e-07 -6.8799137023627176e-05 -0.00028597664393210942 -0.00032623144738748444 -1.8415901694855517e-05 0.00081369379421784122 -0.0013126371190084242 -0.00037516940464921893 0.00017234472656151544 4.4531251733718083e-05 -8.2620224469916848e-05 0.0010401877885983226 8.350423178430493e-05 0.00026448100685845012
leaf_count=29559 48652 9447 33669 79939 18652 4219 9956 1474 372 658 5691 279 3934 36009 840 5244 5700 1127 575 897 9267 171 73 505 3679 30079 18269 202 2284 509
internal_value=0 -0.0175739 -0.0225009 -0.0323739 -0.0167197 0.0490853 0.0145234 -0.028823 -0.0558854 0.247862 -0.0611014 -0.0323958 -0.190082 -0.0173499 0.212959 0.0392174 0.0924437 0.177218 0.102308 -0.0697113 0.00195511 0.0727001 0.0440124 0.0621716 0.122077 0.00675773 -0.0328627 0.0371753 0.182951 0.496975
internal_count=361931 332372 310854 251671 166407 23711 59183 142696 80612 1030 79582 45913 4213 41700 5059 21518 12071 6371 10531 85264 62084 5325 5154 5081 4184 60610 30531 12262 2995 711
shrinkage=0.000980392


Tree=4526
num_leaves=31
num_cat=0
split_feature=785 544 84 767 1328 1252 360 592 896 903 563 184 155 626 353 671 1329 284 915 714 568 352 961 503 1312 810 349 285 72 1256
split_gain=10.0275 11.5827 12.0272 14.4299 13.6624 11.55 11.7215 11.5505 13.0853 13.216 12.9053 13.0009 17.9661 17.4173 15.4604 15.5573 14.5561 13.5937 13.3551 14.7395 19.1688 16.1835 13.8159 13.5955 13.0318 12.9921 12.7707 12.1374 11.518 12.7114
threshold=-0.86283290253235112 1.0000000180025095e-35 0.78422642340602844 0.51647616730612989 -0.77235271028498842 1.5055889864959855 -1.2100504130009107 -0.59494694347224619 1.1780070679743837 -0.72465251458193036 0.87726564771096738 1.0000000180025095e-35 1.0860428877432695 1.9787571265896997 0.4946113199933389 0.66766422009387627 -0.49989157543286339 0.039168465643439794 2.3075521220528992 1.0000000180025095e-35 1.6747276830875306 0.72414777395401619 -0.28238689466330313 0.050554192908083752 2.1916123219118093 1.0000000180025095e-35 0.16668132454189846 -1.3132670666772583 -0.43969323687217615 0.047943913327729501
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 28 -5 7 -7 8 -3 -10 11 18 13 14 15 25 -15 26 19 20 24 -21 23 -23 -9 -13 -17 -16 -4 -30
right_child=-2 2 3 4 -6 6 -8 10 9 -11 -12 12 -14 16 27 17 -18 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.003193690154704336 -0.00034850662634434661 -0.00050718403034395341 0.025446161769154742 0.032754046081366714 -0.037888091805225899 -0.036569807138959902 0.016093013507196979 -0.016779856228843603 -0.031821031234494299 0.04725254356635504 -0.023649303287057243 -0.020681062273835919 -0.042068924404682385 -0.027291065701410905 0.048000744258068238 0.03039764354982312 0.07164388628844702 0.050787675932958493 0.032412856762413997 0.012825437471950654 0.041589887581198491 0.018710557267971498 -0.070102407331575134 -0.053323513656141436 0.04567947525668261 0.0096695651562310192 -0.063468106736084037 -0.038958769027368917 -0.0073582849259110003 0.018657003347675248
leaf_count=21198 332372 857 448 44 172 79 549 1230 34 132 618 662 324 32 20 37 52 87 146 905 80 88 53 52 44 294 34 336 561 391
internal_value=0 0.036516 -0.0359941 0.136997 -0.434741 -0.0794607 0.217751 -0.109861 0.105531 0.657442 -0.156103 -0.113446 -0.268056 -0.173197 -0.236092 -0.100088 0.803776 0.499786 -0.0135135 -0.0529983 -0.218419 0.131738 -0.437496 -0.0878448 -0.290147 -0.228501 -0.240063 -0.662954 0.215574 0.0765309
internal_count=361931 29559 8361 1616 216 6745 628 6117 1023 166 5094 4476 1878 1554 1470 1114 84 158 2598 2452 1354 1098 193 140 1274 956 71 356 1400 952
shrinkage=0.05


Tree=4527
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 340 497 735 958 816 606 917 1065 641 495 1347 773 1383 1390 77 423 1468 691 779 423 978 895 348 558 1251
split_gain=17.0523 22.1188 18.8996 24.6393 27.3575 20.6903 19.2086 18.0299 18.6285 19.7472 22.9444 20.6133 20.0749 21.716 20.9843 19.7195 20.5155 19.1844 19.0709 24.9644 18.5569 17.8904 17.8535 17.761 19.9707 17.7567 17.7474 17.5972 17.5737 23.3152
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.29476615584548899 1.7603402020327763 1.8162821653890682 2.2841970610333457 2.2560756724538602 1.313041538630376 0.34754775078765171 0.44224916350105375 4.3127385003387806 1.0518754624258557 2.1370914862793571 0.98615041812372606 0.67705179624153933 -0.83074260431828117 -0.48440439011213404 1.617277697914304 0.13053934129748787 -0.30309620381609387 3.9650802667107272 0.34291078408764419 3.2755819793892029 0.36969867185407429 1.7148806603482032 0.27654892694072097 0.098727306288711139 -0.012763642026694605 0.94426310373375466
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 23 5 6 22 8 9 11 12 -4 -11 14 18 20 -17 -18 -14 -20 26 -12 27 24 -3 -26 -10 -5 -9 -30
right_child=1 2 7 4 -6 -7 -8 28 15 10 21 -13 13 -15 -16 16 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-4.0116814954336904e-05 -6.0858198771921983e-05 9.9198367350450082e-06 -5.7547914274942426e-05 2.4758660822013123e-05 0.00024356993319043103 -0.0002052143204473123 0.00026546959819577048 0.00020233192177087012 6.3979181065748825e-05 -6.3431810569482436e-06 8.0585092236581967e-05 0.00098861793219819755 -0.00015457896595905891 0.00075945963784005007 -0.0005210232347139486 -0.0009385876204208299 0.00065697568769556018 0.00015262859960341673 0.0012491121181446936 -0.00035134691497836851 -8.9221689452092021e-05 -0.00076718549503160683 -3.7562700077129315e-05 0.00023092158907875583 -0.0001242200519455893 0.00015866096229388775 0.00045422900653817029 0.00012100306309439998 -0.00012214074560728809 0.0006187916572676041
leaf_count=96477 36838 37957 59547 20470 3356 1906 1967 3058 3221 30010 14751 88 3124 98 667 80 538 872 88 74 3751 127 10218 1521 11358 1227 620 15926 1789 207
internal_value=0 -0.00141165 0.00586434 0.0279744 0.0610806 0.0475454 0.0555515 -0.0132393 -0.0193979 -0.0275981 0.00428473 -0.0569387 -0.0275518 -0.163744 -0.188436 0.0800174 0.30572 0.357007 -0.121443 0.567607 0.0298397 0.075524 0.0464044 -0.00790954 -0.0152398 -0.0967515 0.137637 0.0689214 0.108721 -0.0472338
internal_count=361931 265454 228616 105906 53843 50487 48581 122710 117656 108574 48939 59635 34061 4051 3953 9082 1490 1410 3286 162 7592 14878 46614 52063 50542 12585 3841 36396 5054 1996
shrinkage=0.000980392


Tree=4528
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 728 921 784 645 774 507 126 1040 395 1011 912 1461 1456 1460 279 539 1383 421 1467 900 541 563 1291 712 784
split_gain=18.2798 16.1785 20.0153 21.6935 21.0483 19.6013 22.7598 47.3899 22.8362 22.2292 21.6801 21.0027 21.2057 21.1404 25.2559 19.9975 19.463 19.6508 20.6159 20.5366 25.3119 26.0668 23.1575 20.7805 20.0446 19.6853 18.8434 29.0227 18.7053 29.9806
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 1.0525743831388839 0.9594655836162902 0.66777575187080795 1.5033568469461875 0.65809631222906606 1.0000000180025095e-35 -1.1794202161759346 0.66415532897360485 1.0000000180025095e-35 2.2119996560828836 1.5063652653673414 0.05910319601210149 0.40135300256177026 0.49624277899097191 1.0000000180025095e-35 0.36277929558006594 0.68129100389820174 4.1209713034531967 1.4601372243055455 2.3273065943419167 -0.056860963951310496 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 10 11 9 -9 28 -2 13 -13 15 -15 16 17 19 -19 20 21 23 24 -7 25 -21 -20 -28 -8 -30
right_child=1 2 3 -5 -6 6 7 8 -10 -11 -12 12 -14 14 -16 -17 -18 18 26 22 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=4.0559924610196487e-05 -6.5969951855869882e-06 -3.8632398516952808e-05 0.00023234164813295695 1.089294052110744e-06 -7.131638187697803e-05 -0.00026656339985003247 -0.00015087893085450758 9.6902801823952654e-05 0.00035853207790778531 0.00015846534299822674 0.00010129285969863175 -0.00018628606020517046 -7.4603661445644075e-06 2.8766568261429149e-05 -0.00011560428767381963 0.00016764321446360479 3.9635895870779005e-05 -0.00022137530315560883 -0.00019850724274621633 3.927403969750819e-05 -6.3385318205326973e-05 -4.4860193312928864e-05 -0.00016043340227486877 0.0004736322346092361 -0.00046864323598234058 0.00063429268850036312 -0.00013790316540722477 0.0005335938017187919 5.6288011794265936e-05 -0.00016360428338334644
leaf_count=29559 48652 9447 5244 5700 1127 17352 8897 6278 2004 2680 10531 5182 85487 22000 8282 1760 6295 15771 1700 12583 26217 6902 5213 191 437 350 750 745 10271 4324
internal_value=0 -0.0170961 0.0394434 0.0939553 0.178821 -0.0220051 -0.0318772 0.0229355 0.164274 -0.029244 0.0150152 -0.0416838 -0.0150719 -0.0636579 -0.012498 -0.0846632 -0.0902719 -0.101184 -0.181236 -0.0816943 -0.111061 -0.187811 -0.0126536 -0.256337 0.0380863 0.055253 0.00634313 0.196946 -0.0540584 -0.00894726
internal_count=361931 332372 21518 12071 6371 310854 251671 34454 8282 26172 59183 217217 90669 126548 30282 96266 94506 88211 18966 69245 50662 24445 18583 17543 13370 12933 3195 1495 23492 14595
shrinkage=0.000980392


Tree=4529
num_leaves=31
num_cat=0
split_feature=1147 785 21 915 482 1455 277 421 1463 1463 1458 610 1449 80 633 827 3 776 816 861 842 475 659 498 767 907 497 1049 984 563
split_gain=10.0536 12.6195 14.0015 17.5871 18.3214 16.8654 15.953 23.8643 22.201 38.5902 35.7669 28.8121 18.5493 18.9317 22.4538 18.0008 17.4686 17.1026 16.9612 20.446 19.4807 17.7352 21.7842 21.2917 17.6294 18.4657 21.6854 19.7543 17.1981 17.3783
threshold=1.0000000180025095e-35 -0.86283290253235112 -0.70163543588998201 -0.4125980357433478 0.71727991065692065 2.5522110869383945 0.34311379293258132 2.2980089318068333 0.94170239728407068 0.97777839282527668 0.70333210766501042 1.0000000180025095e-35 -0.027392018936219748 -0.1410928052693329 -1.4048042164115777 0.15869425561807429 0.3545905426638149 -0.0075072734882918176 -0.92870374882376117 2.113959594731297 2.3752998519744484 1.0000000180025095e-35 1.0000000180025095e-35 0.43538002985055047 1.1849230938808055 -1.026395573332336 2.2841970610333457 1.374644686236685 0.78807280703509652 1.5605619655009668
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 18 10 11 15 -8 14 -14 17 -17 -10 20 24 21 22 -4 -23 25 -20 28 -28 29 -27
right_child=-2 2 6 4 -6 -7 12 -9 9 -11 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0025357280668487484 -0.0015836147454569979 0.0033675434733219595 -0.01381979104285172 0.00023762422553992737 -0.0064481742064075786 0.01674153190107296 -0.00074454286134408227 -0.010613762390274242 -0.061403415896127134 0.002883008049483036 0.087633047528037314 0.061961681479027288 0.041652240081891556 -0.0025192522530770233 -0.012123861173459118 0.049325243883298953 -0.038921217704728943 0.0095705754204746356 0.0053630764779371114 -0.0079375621794446523 0.015960035352924808 -0.0043593400553360888 0.0017991937366272741 0.010611741700357398 -0.0032249559705696445 2.0602015792836897e-05 0.01191290672636551 -0.0099546820255797339 -0.0052108839632904642 0.0071160241758036012
leaf_count=24931 71440 31946 5704 29049 7056 736 25854 3421 103 15954 89 135 138 8629 6528 105 38 90 10355 4108 630 7073 2103 1625 15005 72342 2919 532 8637 4656
internal_value=0 0.00241905 -0.00248785 0.0278584 -0.0106438 0.015796 -0.0120326 -0.00197945 0.00182541 0.0773507 0.647788 0.3654 -0.0551852 -0.121438 -0.222836 0.00426499 0.560369 -0.496792 -0.00820887 0.000654676 -0.0822088 -0.0997538 -0.193523 -0.0283877 0.00620885 0.0173815 0.00672037 0.1696 -0.00100793 0.00912361
internal_count=361931 290491 265560 68787 36841 29785 196773 155624 152203 16514 560 471 41149 15295 6666 336 143 193 135689 118554 17135 16505 7807 8698 114446 99441 89086 3451 85635 76998
shrinkage=0.05


Tree=4530
num_leaves=31
num_cat=0
split_feature=728 659 480 978 797 854 724 705 997 588 142 648 156 1020 911 625 276 1229 910 82 973 692 496 844 79 803 779 1331 910 434
split_gain=19.2557 19.1205 20.0046 19.8718 20.2216 38.0233 26.9741 21.5125 23.1142 20.0817 18.8996 18.4769 18.8635 18.2683 18.0573 17.2863 16.9734 21.8787 17.4158 17.4491 16.93 16.8952 16.8666 16.701 19.4564 16.6082 16.5793 18.3565 24.7196 19.1847
threshold=1.0000000180025095e-35 0.62821384419828064 -1.4181283859782512 -0.86739898370003232 0.63961785378869596 -0.87473648844905705 1.0000000180025095e-35 1.3055253477929336 1.2208093854130835 2.250834115212506 0.23077961927874641 1.0000000180025095e-35 -0.65685280312895655 1.0000000180025095e-35 -1.9113288392179579 1.3252658997982083 -0.20999213199562125 0.68842730247739281 -0.78962221895883722 0.37159891857759808 -1.3790739395845037 -0.021803997990765166 -1.1249283082573176 -1.420672502492778 -0.88006003439580482 1.9682860324222273 -0.59790142946134683 -0.15766023577541108 1.1152604073217796 -0.60827942898250043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 15 7 10 -7 11 23 20 -6 22 -13 -2 -1 -4 17 18 -11 -20 -8 -14 -5 24 -9 -25 -16 29 -29 -28
right_child=13 -3 3 4 5 6 9 8 -10 16 -12 12 21 -15 26 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.00077112354402245563 -8.1699224105215415e-05 -4.6664544177880762e-05 -2.1894894817591535e-05 -0.00010262716059219131 0.00010325491853366957 8.7826956486397473e-05 0.00043307438978436519 0.00043790066606018917 0.0003753972866624566 0.0011193777964994629 0.00052215771813514877 0.0001761994473187567 -1.3934282932381944e-05 -1.4608318585480448e-05 2.4825281522292583e-05 -0.00020710622196336807 0.00033520625163961063 -0.0010405700143860689 -0.00054150469944450584 0.00052579877425026466 -0.00013523070956153712 9.2312902109024464e-05 1.6787058631609906e-05 7.6710907745658266e-05 -0.00083615848502779835 0.0004171803567018347 0.00015857998816133097 -0.00014479953067643677 -0.00061023456824745991 -9.4828396556512556e-05
leaf_count=203 47529 41024 27075 7572 1725 4217 254 82 1407 55 603 5965 12578 61561 9365 3803 707 97 182 93 16497 15013 72814 9695 244 693 2592 9860 945 7481
internal_value=0 -0.00151382 0.00719408 0.0149731 0.0248038 -0.0343941 -0.065752 0.0360223 0.12465 -0.106039 0.215564 0.02654 0.0691333 -0.0411539 -0.0569762 -0.0415826 0.155021 -0.179738 0.075573 -0.141147 -0.128514 0.0450091 0.00778041 0.088474 -0.458205 0.102552 -0.0619169 -0.106036 -0.18904 -0.0287319
internal_count=361931 252841 211817 181371 150493 24430 22102 126063 12121 17885 2328 113942 33556 109090 30446 30878 1134 427 330 275 16751 27591 80386 10714 326 10388 30243 20878 10805 10073
shrinkage=0.000980392


Tree=4531
num_leaves=31
num_cat=0
split_feature=859 789 1378 290 1038 1463 1322 69 427 162 970 1318 706 691 156 288 843 635 1469 140 543 1186 1036 495 77 482 1258 1262 1331 568
split_gain=10.2831 17.9345 15.6655 16.164 16.4038 15.6042 16.1725 21.6448 16.9545 17.2678 15.5368 20.7562 17.2962 20.9503 17.1677 16.9691 16.0119 18.3543 18.6358 17.6646 16.3806 17.493 16.2626 17.044 15.9515 19.6714 17.8344 18.4756 18.5391 20.0603
threshold=-0.54135187694831066 1.1248358748350926 0.29079056963915867 1.3774374262770357 -1.3872340398127383 1.1779567482289683 0.60268780627642382 -0.33398924926272144 -0.82135578681184696 0.6626611036561203 1.2206169290766575 -0.69296444994337869 -0.05986545823065588 -0.81362673146915288 2.0501265723584137 -1.3156416763584096 2.0432904141844479 1.1830773744100969 -1.3381350792132791 1.7759189924679715 1.0000000180025095e-35 0.45506169038193123 -1.2699837928379223 -1.3452459296408457 -1.2591441963805734 -0.36643596294956943 0.025845619304463847 0.85755022297508632 0.40413838314875378 0.35109817084841405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -8 -10 16 12 13 -12 15 -15 20 22 -19 -20 -2 -22 -18 -24 25 -14 27 28 -26 -30
right_child=10 -3 -4 -5 5 6 8 -9 9 -11 11 -13 24 14 -16 -17 17 18 19 -21 21 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0074442890536457118 -0.00019412044583845141 -0.0033869291657391528 0.0038505737329864367 0.0051886115510473849 -0.00026252404882729034 -0.0069014739116094849 0.042631688273252713 0.0088169080965121403 0.0027611148715339976 0.039259525443955348 -0.0068268837042982566 -0.0061056727648683886 -0.029848919026616568 -0.050196610852727419 0.051576172039957513 0.011737046059849997 0.045238956094862774 -0.064727849536995161 0.01716750487789679 -0.031050562570927195 -0.0014024918419607737 -0.0090495479283906125 -0.044147782157761412 0.0015741588718752803 5.4461630385811679e-05 0.039578906184239065 -0.019899376630253394 -0.027011495281597353 0.065019391584421493 -0.018110935926343035
leaf_count=5641 182048 12559 20912 7965 63960 1977 276 2911 784 197 1150 19594 141 105 169 2610 101 36 1652 92 18098 7764 204 7363 1353 309 1297 436 145 82
internal_value=0 0.014586 0.0246593 0.00912987 -0.002363 0.00608545 0.115953 0.055238 0.343265 0.208514 -0.0122592 -0.0725124 0.0352464 0.139428 0.249088 0.2048 -0.00611102 0.0833072 0.268113 0.296572 -0.0108162 -0.0761579 0.0311032 0.0185553 -0.100384 0.423586 -0.157633 -0.00285237 0.11505 0.795325
internal_count=361931 117182 104623 83711 75746 70105 6145 4888 1257 981 244749 27391 7797 4034 2884 2715 217358 9448 1780 1744 207910 25862 7668 7567 3763 450 3313 2016 1580 227
shrinkage=0.05


Tree=4532
num_leaves=31
num_cat=0
split_feature=785 728 735 665 56 429 1106 762 677 602 200 644 136 770 791 714 864 1391 1459 651 1354 704 429 1452 984 1466 1450 698 752 390
split_gain=15.1667 14.3421 13.7318 26.3792 16.4512 18.4923 19.9486 18.0538 15.1604 21.198 25.1927 23.8277 19.8009 19.7556 18.7039 27.1965 23.5626 23.0581 19.5266 19.3205 19.2684 18.5434 18.2967 18.1422 19.6308 18.6699 18.8352 18.1288 17.9741 17.9621
threshold=-0.86283290253235112 -0.49008176997875957 2.2560756724538602 1.0000000180025095e-35 1.0000000180025095e-35 0.900969516593498 0.096519447093083008 -0.22974891104156117 1.0000000180025095e-35 1.0000000180025095e-35 -0.36829310061983322 -0.34929633066952553 1.3316989599615408 1.022720353864724 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.18566530592440553 0.49900387419946662 1.1107569744011787 2.2838735449754539 -0.088328901645284522 0.3685310047235682 -0.17264224935058611 -0.49764802395279278 0.10938426410252901 -0.41803756230076128 1.3221941033553091 -0.76455979573956789 0.46621849707376584
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 7 -7 -5 9 10 12 13 -2 27 16 22 17 20 28 -18 29 -14 -16 -19 25 26 -25 -12 -17 -10
right_child=2 -3 3 4 -6 6 -8 -9 14 -11 11 -13 21 -15 15 18 19 23 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010652027057419759 -0.00020166313475569598 5.4091993360601093e-05 -5.7984558612292957e-05 -0.00032297408959510902 0.00026576934825544337 0.00036286686701810205 -0.00059400045173847596 0.00018691357579931581 -6.7574846828539492e-06 -1.4845930359403716e-05 7.1534669267975712e-05 -0.00010506966944194332 -0.00028320679224725807 -0.00017434008584494258 -6.5528111302587847e-05 -4.8067068526152708e-05 -4.5476661109495032e-05 7.1525712914022321e-05 0.00018940651569192063 -0.0001907064918423093 -0.00033594959623323156 0.00078676859416124069 6.8220517806208102e-05 -0.00021177869460582628 -6.5325872250589359e-05 0.00023347835121406962 9.0086626019392972e-05 -0.0003164409605634032 8.8542539293842365e-05 -0.00013333578440420578
leaf_count=3396 21992 26163 5024 415 2765 123 349 2160 27432 79780 15575 28060 197 2989 18734 7494 32197 25421 5268 5549 1542 236 7450 1567 13399 2219 3186 858 13358 7033
internal_value=0 0.0385956 -0.0147194 0.0606889 0.155636 0.0454762 -0.338726 0.118189 -0.0178536 -0.0380815 -0.0795893 -0.0494384 -0.18503 0.0175377 -0.00441759 0.0313543 -0.0200172 0.00132934 0.0786191 -0.0673104 -0.0428675 0.358703 -0.0251792 0.0337718 -0.0161531 0.079209 -0.00401165 0.0529846 0.0478758 -0.0334262
internal_count=361931 29559 332372 10836 5812 3047 472 2575 321536 149687 69907 47482 22425 19422 171849 52304 119545 81799 26120 37746 36007 433 26184 45792 20371 6972 4753 16433 20852 34465
shrinkage=0.000980392


Tree=4533
num_leaves=31
num_cat=0
split_feature=346 284 1262 851 786 555 1328 974 1107 561 135 1122 690 493 818 846 445 1005 286 14 1105 635 77 1298 1396 1258 1323 13 761 217
split_gain=10.0314 14.8754 16.769 17.2354 18.1937 18.6666 17.7094 15.9591 15.8096 15.3855 14.878 15.5796 14.3593 15.3806 14.9851 14.1696 15.1298 14.0961 15.6841 15.5299 13.3202 13.8657 13.2383 13.0139 12.9877 13.1658 15.6347 14.2788 12.9691 13.8878
threshold=2.2729813834108188 -0.17199861737131664 -0.23652598701949354 0.68308976018130074 1.0000000180025095e-35 -0.32952243096028883 -0.36179469956613913 -0.73406158941939659 2.5011143373355242 1.2919056898374806 -0.38422381907464448 0.62921897665639126 -0.52539001860852141 -0.88105072711871346 0.77151256708870575 -0.010059900948446365 -0.98875111453437525 0.27289850120487624 0.95680016502586651 1.0168824340676788 -0.34337653796931472 -0.23456345406073095 1.412328194373216 1.5690779363521359 -1.3170639205433035 -0.35265564297395374 -0.65516473679282183 -0.0058622864127429956 -1.1814130959420777 -0.62473782475766171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 4 8 9 7 -5 12 -6 11 -8 13 -4 17 16 -7 19 -19 23 -21 -22 -2 -14 -24 26 -26 -28 -3 -30
right_child=1 28 3 6 5 15 10 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 18 -20 20 21 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=-5.2024252685554218e-05 -0.0092875981833749864 -0.031365119727641819 0.0089120700532048895 0.087940880540858871 0.053880001029061042 -0.058063889449250429 0.065317021539176318 -0.026134024655716227 0.077121035512321384 -0.015223147458850055 0.012051640782943334 0.18929901894652298 0.005428318201459021 -0.037806335181123502 -0.027104897925709401 -0.034688523238924976 0.033302505931404283 -0.033642589041563219 0.039727903270716167 0.11611149426034972 -0.048168781044452623 0.08482280121069663 0.10007101146112692 0.070997541448435106 -0.062732164052935316 -0.020336439397535683 0.11776317069784269 0.024482318000067806 0.003004897321826773 -0.011676981605931912
leaf_count=350319 2888 509 168 32 330 39 88 94 34 101 82 25 546 473 324 148 180 238 70 31 25 22 20 48 28 111 30 56 1465 3407
internal_value=0 -0.0798145 0.012308 0.154823 0.0793951 0.423153 0.699604 -0.0631872 -0.0642588 0.831777 1.15473 1.66441 -0.102128 -0.451971 0.0595578 0.0024552 0.382852 0.203014 -0.307913 0.399812 1.33739 0.438178 -0.125707 0.236149 0.383333 0.207692 0.727484 1.0807 -0.177093 -0.141413
internal_count=361931 11612 6231 3098 2777 798 321 126 1979 431 195 113 1945 641 1304 367 219 980 308 672 78 47 3133 594 245 225 114 86 5381 4872
shrinkage=0.05


Tree=4534
num_leaves=31
num_cat=0
split_feature=785 727 728 852 1238 140 1077 968 909 850 637 1257 1452 804 1467 902 625 899 422 427 647 590 215 351 1469 955 686 348 1117 570
split_gain=22.2627 15.943 15.6873 17.4172 25.0595 24.9463 20.5971 19.9081 19.1576 20.5599 21.8836 17.7513 18.6858 17.7353 17.3197 17.5539 17.3036 22.3194 20.7102 18.0092 17.092 36.5316 16.7884 16.6236 16.5182 22.6385 17.0091 16.4098 16.3266 16.2134
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.17334222901426247 1.8790564127931246 4.2406324835638474 2.0084989127880917 2.2320253790698321 0.6190413382504959 1.3488123816161586 0.68889570123331034 0.075388382208316021 1.3537602816678871 3.2089320700182484 2.0947916829856985 1.3252658997982083 2.0087054795827788 2.3249880148596573 -1.0088624256762662 -0.87782724458594241 0.58895901036483078 -0.80937256918447786 2.0347385979342092 -1.3381350792132791 -0.56067130660624642 1.0000000180025095e-35 -1.3091036800108327 -1.2591097148690287 -0.4998781572545779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 5 6 7 8 22 10 11 -10 -13 -7 15 -2 17 19 -18 -6 21 23 -5 -4 25 -24 -27 -19 -23 -22
right_child=2 -3 20 4 16 13 -8 -9 9 -11 -12 12 -14 -15 -16 -17 18 27 -20 -21 29 28 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.0430174406021699e-05 -3.0352564673270809e-05 9.2236321510124312e-05 -1.763218218110747e-05 -6.9726481708799954e-05 -0.00021701086976724888 -0.00025062372083722764 -0.0010362480846758775 0.00023357801056512846 7.0100282672126167e-05 0.00041624909673892231 0.00076084486115179668 -0.0009959374141623378 0.0002831837734210413 0.00014646693184973872 0.00015247184844357332 7.740544546347742e-05 -0.00028483978397195062 0.00097847934869263963 0.0012965710960741105 -1.5494250997560587e-05 -8.1959216552895769e-06 -0.00068392753012434392 0.00017140789125789577 -0.00093575142154854983 5.9077653447144508e-05 -0.00033455225344718094 -0.0013244275901694708 0.00017579767787951153 0.00040514251351693583 -7.9427032916047895e-05
leaf_count=12551 147599 17008 4669 6776 3582 2160 89 2625 664 1127 131 181 68 639 2490 8135 2590 122 37 15700 32237 93 271 152 36148 261 111 931 1291 61493
internal_value=0 0.04775 -0.016747 -0.00731461 0.0204941 0.0451645 0.0565114 0.0583 0.0475855 0.239475 0.0145862 -0.114292 -0.615275 -0.156072 -0.021623 -0.0250058 -0.0478112 -0.0266175 -0.254721 -0.0463511 -0.0453089 0.0758359 0.0373407 -0.0417814 0.0540722 -0.279036 -0.620319 0.289377 0.364015 -0.0550689
internal_count=361931 29559 332372 232437 74213 51251 48452 48363 45738 2171 1044 913 249 2799 158224 155734 22962 20335 2627 19282 99935 6205 43567 4821 36791 643 372 1053 1384 93730
shrinkage=0.000980392


Tree=4535
num_leaves=31
num_cat=0
split_feature=659 450 728 905 690 1174 635 409 227 1394 901 283 483 1256 83 1177 1382 841 269 566 391 1392 1314 357 747 545 288 917 841 1253
split_gain=9.97851 18.6853 17.9892 16.3176 14.6995 17.2322 16.0152 14.5076 14.7015 15.1817 20.3693 14.3812 16.6283 19.844 16.3325 17.1073 14.7489 14.3981 14.2341 17.9019 21.2663 23.2113 17.1137 16.754 16.2404 20.1932 19.2073 16.1953 17.8337 20.672
threshold=0.62821384419828064 2.2203088264540187 1.0000000180025095e-35 -0.26991093008970174 -0.344287799803072 -0.40226045230447588 -0.84269915036497778 1.8072418525143996 -0.07993578283353768 0.049332016489618845 0.34107194249410894 -1.1857451672171662 1.0701319362617172 -0.48764283547412329 1.1308777022134646 0.1558186456064829 2.6733213169553758 -0.10559087087544271 0.85216676757878052 0.53233106186701051 1.0000000180025095e-35 1.0160320415559545 2.2185597717683798 -0.53453893520076989 0.98810451262880827 -0.42272316119950532 -0.50339469727679276 0.57170406023332221 -0.57499968577123839 0.54840427858557284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 -5 6 -6 11 9 -9 -11 12 14 -14 16 -16 -2 -18 19 20 21 -13 23 -20 -21 -26 -27 28 29 -23
right_child=1 2 -4 4 5 -7 -8 8 -10 10 -12 18 13 -15 15 -17 17 -19 22 24 -22 27 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00011437094246921289 0.0053716111237780322 0.012331300384549174 0.018940651165027439 -0.021071125209838035 -0.066925562323887938 -0.010718854571128917 0.021326386104582061 -0.01282936754011094 -0.020241548891424384 -0.0030756296977752558 0.041315563352745471 0.0055239317923407956 -0.0076975139342248941 0.04863133869085598 -0.032911262862465117 0.028948467602939155 -0.02407290366384697 0.11869501452190795 0.005615077888964648 -0.0092663439068759318 -0.0048811671070870498 -0.010388891944457345 -0.031398237425261287 -0.0058080830683275124 0.029609520420671765 -0.023186391605551578 0.0041358396657279655 0.014365982303446687 -0.018572452058226701 0.045068205910238496
leaf_count=305284 2231 954 926 491 26 578 408 1324 2017 609 255 12139 150 210 271 82 20 26 2042 5223 7358 268 330 14793 275 416 1357 390 1346 132
internal_value=0 -0.0322845 0.12036 0.0265252 -0.109707 0.0305819 0.33405 -0.0446663 -0.208652 -0.0615494 0.205817 -0.0349919 0.126721 0.58321 0.0562637 -0.397935 0.136552 1.46734 -0.0452905 -0.0126306 0.0236059 0.0712272 -0.0989762 -0.0884404 -0.110507 0.0486495 -0.0365372 -0.152364 -0.245625 0.189356
internal_count=361931 56647 3383 2457 1503 1012 434 53264 4205 2188 864 49059 2990 360 2630 353 2277 46 46069 28904 21633 14275 17165 16835 7271 2048 1773 2136 1746 400
shrinkage=0.05


Tree=4536
num_leaves=31
num_cat=0
split_feature=224 1051 768 1460 5 621 1458 628 556 1049 424 154 690 221 1431 459 209 1179 489 501 967 1319 897 83 1388 205 346 624 7 547
split_gain=9.97581 14.8632 15.9575 14.2554 16.9716 14.9723 17.9888 14.797 14.0589 17.027 18.7239 16.628 15.355 15.7627 17.205 19.3811 16.8195 15.9465 19.6409 15.0316 14.6878 14.4777 14.1474 14.0334 13.4356 13.9778 14.9065 15.711 15.2828 16.0012
threshold=1.1067727889813797 3.5926503781727646 -0.6469291839953023 0.9504607190545632 1.2698956973901885 -1.4410167049435016 -0.08742566506874426 2.0136720205684271 0.42287325158586642 0.72514953754458855 1.9383293408572093 1.5033026804945686 0.58620291061113361 0.84244617627041218 1.0000000180025095e-35 0.45971323088519633 -0.68479191767745917 -0.39755501238890656 0.64004213081112393 -0.44296133982251357 -0.7962285636772185 -0.25381015654012057 0.18870914993987672 -0.7018932801435096 -0.43015937390555375 1.0000000180025095e-35 0.37433861803435681 -0.35972232006636135 -0.22448603497079869 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 6 -6 -2 9 -5 11 -11 13 14 15 17 20 -10 -19 -13 -16 -14 -18 -9 -7 26 -26 28 29 -28
right_child=1 2 -4 8 5 24 -8 23 12 10 -12 19 21 -15 16 -17 22 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=8.8468387797651366e-05 -0.0014264492267352356 0.065784559218079283 -0.01641568749007857 0.003999844661891328 0.047390178328290899 -0.02213302655224695 -0.021984758727983264 -0.031756135774029921 0.047580256137467407 -0.023033748247158616 0.067079839427199653 -0.021221102967220563 -0.043536307032256916 -0.047637027515921915 0.040779273166014145 0.068412926064384996 0.05301762435194849 -0.017881822178030356 0.045996005338106015 0.069697481369051725 -0.037119588514351126 0.010416353225090632 -0.028790647296865864 -0.0058942072858429772 -0.018006856632725856 0.0098707704347798537 0.0010831770236833852 -0.00995208372396106 -0.023482895323565817 0.082995351931475447
leaf_count=311450 37575 73 65 3542 158 1651 113 793 198 800 31 47 184 48 45 130 119 221 86 43 271 202 52 1226 1604 470 90 438 106 100
internal_value=0 -0.0362825 0.724013 -0.0387689 -0.0556013 -0.202928 0.3986 -0.0386119 0.0693014 0.00578389 -0.277305 -0.346011 0.278885 0.409982 0.470022 0.690371 0.0468857 0.454748 0.0983096 0.552005 -0.405627 -0.197966 0.635114 -0.280005 -0.238431 -0.139055 -0.232343 0.102217 0.643393 1.04183
internal_count=361931 50481 138 50343 44324 4730 271 39594 6019 4463 921 890 1556 1170 1122 635 487 505 307 90 316 386 171 2019 4459 2808 2338 734 296 190
shrinkage=0.05


Tree=4537
num_leaves=31
num_cat=0
split_feature=43 1104 629 821 1029 425 140 1105 276 692 624 1398 350 1396 1073 150 561 1400 85 1217 1449 831 278 1320 765 104 964 903 1201 776
split_gain=9.89906 12.1607 19.3734 18.5977 17.5588 18.3097 18.6728 18.2453 17.366 17.1301 17.4243 17.0528 16.8966 16.7345 19.2398 19.5078 17.7384 19.397 17.7449 19.7434 17.6563 17.2583 19.6109 16.9311 16.6396 15.6929 15.5711 15.5363 20.1458 20.2976
threshold=1.0000000180025095e-35 -0.40355973487886226 0.25469965229911945 -0.41690327315909087 -0.36620993273385999 -1.1012660053702876 1.5620043429046915 -0.7908979074996324 0.74022928118604048 -0.65466943793292354 1.371191056540803 0.42058611259604356 3.1543516308447672 0.18187099029559131 0.61929970337135198 1.3648578662297417 0.12564049042834405 -0.9828559163029128 1.22318372762798 0.86386423179447369 -0.23712334862598275 2.0523937188146193 0.056156068117344103 -0.54789760365147966 1.1208191234747729 -1.1368230991123425 1.8413071907434748 -0.21239569062061073 0.87496205445575626 -0.89351746925770892
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 11 6 7 -6 13 10 24 -5 -1 14 16 23 17 -4 19 21 25 -19 -23 -16 -7 -21 -27 28 29 -25
right_child=-2 -3 8 4 5 9 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-0.0020877875908611159 -0.0015149362327535258 0.00070067867504711775 0.01220203490800665 0.0013650024731778803 0.0066704933820504967 0.023702599795178508 0.032745337754364605 -0.022250516324445344 0.0023528278603971798 0.0049025835295526815 -0.02396262060804271 -0.0066601618152907814 -0.028925339361551727 -0.0079765361502640523 -0.0019771266350645102 -0.024990131494924413 -0.0088666735128200107 -0.0084549921096001186 0.011963101756619271 -0.047578171830522681 -0.005206253848048196 -0.0072445805277678984 0.050535499742589078 -0.014949059712505382 -0.0096544061279863324 0.027225539010771238 -0.014788766734173772 0.0056159335699255096 0.091725658225351697 0.033432353408135627
leaf_count=25518 74777 183413 1270 25108 503 1501 145 988 6396 7870 127 4545 469 10445 917 224 6413 6735 929 54 842 163 114 135 233 686 115 748 53 495
internal_value=0 0.00286942 -0.0178369 0.00705886 0.0350947 0.11055 -0.138809 -0.229354 -0.0600397 0.143793 0.335947 0.00519474 -0.0501386 -0.083741 -0.0443247 0.134813 -0.0734688 -0.0195862 -0.0548429 -0.0876207 0.123552 -0.144073 0.383618 0.194426 0.392986 0.345537 0.413934 0.347943 0.579606 0.467748
internal_count=361931 287154 103741 67007 41020 11367 1636 1491 36734 9731 1861 29653 25987 30338 19893 2572 17321 10908 9638 8709 1697 7012 277 2348 1734 855 801 1431 683 630
shrinkage=0.05


Tree=4538
num_leaves=31
num_cat=0
split_feature=50 56 651 361 120 1182 87 1315 424 765 1470 924 766 1005 627 146 1331 769 485 1314 292 358 426 623 969 1462 1114 968 1008 144
split_gain=9.95223 18.4561 15.0831 14.3427 15.352 14.8351 16.8718 16.4689 17.5803 15.239 14.8766 15.5004 15.1671 19.0078 16.1124 15.2076 14.6708 14.6499 14.2534 17.7879 19.1869 14.874 17.051 17.6521 23.2312 14.1243 13.9839 15.2595 13.9783 17.2179
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 0.18459888851483028 1.8571433830013147 2.0882705852199082 0.48082822086780397 0.26648455616813943 -0.70552472732560356 1.0541145058426828 0.5337328485457794 -0.90818138340876675 -0.70648022829089341 -0.73131249138158405 2.0718398797585205 1.2357194177124209 1.1168679743212022 -0.14889011247491421 0.21839565384422893 1.6001760153380089 1.4570108755189899 -1.3853961290872492 -0.85712419714802457 -1.245102160412999 -0.77824019562235702 1.7040583319813172 0.46002151152068022 1.1764457350923119 2.3670290139041619 -0.30790274158145209
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 7 8 9 -7 11 28 13 15 -14 -12 -9 -10 21 20 25 22 -6 24 -24 -20 27 -16 -1 -30
right_child=-2 -3 -4 -5 18 6 -8 16 17 -11 12 -13 14 -15 26 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.012174528356960273 0.00038263549069958674 9.3370954128260146e-05 0.0027592596848632278 -0.0058879373225414113 -0.029763804192806515 -0.026313101827442259 -0.025227339567952773 -0.041420594011529144 0.051975123323491669 0.075402974872537887 0.00018089275557476935 0.0012688248868785547 -0.0044830056917931887 -0.023969417697774161 0.033222934874978426 0.10845629484096327 0.024840931829660878 0.010025073229814701 -0.017729682346688935 0.10163761021721698 0.10837692706314539 -0.033506785051109551 0.29990622281282286 0.0044036776953499451 0.056351842922201467 0.078743119591968905 -0.057816010259853182 0.15693113384798588 0.1333713103942728 -0.049808339129664238
leaf_count=2965 197382 90457 6387 29255 307 226 346 238 432 30 551 21839 6321 1918 182 23 132 320 598 37 38 1575 25 157 36 30 52 22 28 22
internal_value=0 -0.0178497 -0.0542912 -0.0695683 -0.0319609 -0.0194664 0.263171 0.386677 0.560802 -0.172855 -0.0318083 0.00218823 -0.139195 -0.328851 -0.0575779 0.0994586 -0.230368 0.76125 -0.308381 0.0830411 -0.0624862 -0.497809 0.168484 1.00716 2.52096 -0.209971 0.675554 0.941343 -0.213786 1.35436
internal_count=361931 164549 74092 67705 38450 35647 1724 1378 1008 256 33923 24854 9069 2492 6577 574 370 752 2803 703 666 2100 525 218 61 628 256 204 3015 50
shrinkage=0.05


Tree=4539
num_leaves=31
num_cat=0
split_feature=181 49 1450 1458 21 1455 1230 1470 21 1466 537 1041 345 1367 1464 124 708 824 1465 1355 428 281 834 1254 773 1449 1465 823 1449 122
split_gain=15.4527 16.1138 16.6426 21.0382 32.9152 38.1276 30.6197 29.0075 23.5701 31.9998 27.5037 21.6336 21.0603 20.1524 19.296 18.756 18.6588 18.3824 20.5299 17.8497 21.9404 19.854 21.4867 21.5971 20.9492 18.8745 26.0737 25.7473 21.0788 23.9472
threshold=1.0000000180025095e-35 1.1349154245379338 0.88343564287383192 -0.269398266067507 1.0000000180025095e-35 1.2270625707982405 1.0000000180025095e-35 0.040954732817431588 1.7567652095367545 1.5748972947834672 0.44238072866629086 1.5350240739057985 -0.46826619327836533 2.5331827323310612 1.4925201905101055 0.9159563831342864 -0.39731507070483552 1.0465233716127256 0.66861085197629533 0.78446141766648569 -1.5982903221871119 0.070741146133882951 0.10444397242657812 2.3190029559821999 -0.28016457205055723 -0.33071816874506621 -0.42939987921162187 0.58908699314668656 1.3275098554043667 1.2828132024160503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 4 11 8 -5 -8 10 -10 -6 14 -9 16 17 -7 -12 -4 -19 21 -21 22 24 -24 -1 27 28 -22 29 -27
right_child=-2 -3 3 6 5 15 7 12 9 -11 13 -13 -14 -15 -16 -17 -18 18 -20 20 25 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=3.170926815507649e-05 -4.4014985885970371e-05 -5.1788687064924336e-05 0.0001269091053761349 7.540999229079425e-07 -0.00043575828544077124 0.00059236225659505968 0.00012009230082389212 7.7879959131965193e-05 0.00036214516967268093 -0.0010179830940647613 0.00031379399074581615 -0.00038122332703300428 0.00059570612937556429 -0.0014505718894976707 0.00043994885585370145 -0.00066870465385658682 -0.00023334255799601749 -0.00034140641066770952 0.00033797736880747533 -0.00045632517252584587 0.00012096742231262672 1.2532193302960128e-05 -9.3679622848994896e-05 0.00017491884143461381 -5.0524422524617649e-05 4.6741625006368976e-06 -6.9336884570256509e-05 -0.00015030918418090103 0.00037386895701629273 0.00039839058774893344
leaf_count=32044 75166 36398 4463 10139 2533 334 8951 542 444 93 539 556 1028 44 686 63 657 1314 324 610 16161 75195 35911 1537 33052 6928 11982 2418 990 829
internal_value=0 -0.00355751 0.00259737 0.0492603 -0.0276137 -0.169494 0.0908594 0.170479 -0.236115 0.160362 -0.305128 0.0728169 0.437246 -0.0361121 0.107462 0.428263 0.0196513 0.0625238 -0.184542 -0.00495273 0.0376505 -0.0152572 -0.0368834 -0.0829284 -0.0116381 0.0431575 -0.00308484 0.0952642 0.0897992 0.0484553
internal_count=361931 286765 250367 32710 12050 4707 20660 10521 4310 537 3773 7343 1570 1240 6787 397 1196 6101 1638 217657 39918 177739 102544 37448 65096 39308 20729 18579 8747 7757
shrinkage=0.000980392


Tree=4540
num_leaves=31
num_cat=0
split_feature=785 1431 728 771 471 1287 660 425 1122 567 139 1463 1258 1108 784 221 1356 914 279 945 1052 842 1252 594 1329 1452 1398 766 1035 227
split_gain=18.3353 16.2193 17.3737 18.495 17.2928 18.879 17.8626 17.6226 17.4369 19.9827 17.245 16.7657 16.6979 18.2543 16.3615 17.3692 18.5404 20.4031 17.8367 16.0689 17.0745 16.8258 16.6229 16.2685 16.1349 16.0529 20.9663 16.9701 21.0222 19.2225
threshold=-0.86283290253235112 1.0099929608726099 1.0000000180025095e-35 1.4820751525130569 1.0000000180025095e-35 4.5248849845926475 0.26872683687560334 0.72043912829145318 -0.62013007577587742 0.72180016740048636 2.256407338334085 3.3344277704427654 2.0516270230481077 -0.22331353249931837 0.9594655836162902 1.2539138715794567 1.1703909184639636 1.7367145528016599 -0.29554801788473051 1.0000000180025095e-35 3.2265450694491338 0.71825226285302668 1.3725374352016695 3.2698935060642325 -0.24606738263187566 2.2210231518875871 0.88273129676466133 -0.92436052809612357 -0.29242183683852979 -0.60239639909190867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 5 8 25 -7 9 12 11 -10 -4 -14 -2 16 18 -18 -16 21 23 24 -23 -21 -3 27 -27 28 -6 -29
right_child=1 19 4 -5 6 7 -8 -9 10 -11 -12 -13 13 -15 15 -17 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=4.0557070466526201e-05 -7.0305757746605092e-06 5.0587503095784849e-05 1.8951698323475284e-05 -0.00014152153312172854 -7.3289752180231928e-06 0.00022952735191375363 -9.3119318042717217e-05 0.0019270655416837297 -0.00010264352400325595 -0.00024038086623970263 -0.00044102116908894233 0.00030059020826560468 0.00073536512492987621 -0.00044398813194973031 -7.8014634000280798e-05 0.00017236004525640188 0.00016120714120068953 -0.00054060023596957366 4.2856726869657892e-05 -0.00015049174276758872 0.0016601766705392977 -8.9699545981669973e-05 -0.00042388194324617721 0.0010931641706625461 -6.9556682399947851e-05 -0.00049119972756145 0.00077932977682186816 0.00014793603135658423 0.00038286353436092015 -2.7988910390878112e-05
leaf_count=29559 157544 15416 11925 4703 1386 86 9207 30 37371 1928 1347 533 372 127 9582 3937 5155 202 16164 13942 27 6514 1151 66 14299 553 85 4620 1534 12566
internal_value=0 -0.0171593 -0.0108056 -0.000234512 -0.0430865 -0.0730882 0.00280597 0.740722 -0.0761427 0.000855674 -0.106073 -0.0968654 0.039204 0.497771 0.00311156 0.0455618 0.0273163 0.139712 0.00158579 -0.060945 -0.14151 -0.0339478 -0.138256 -0.146528 -0.00479722 0.0395973 -0.334231 0.0515003 0.214825 0.0217822
internal_count=361931 332372 280957 197287 83670 53719 29951 116 53603 14352 39251 37904 12424 499 192584 35040 31103 5357 25746 51415 14035 37380 7665 14008 29715 20744 638 20106 2920 17186
shrinkage=0.000980392


Tree=4541
num_leaves=31
num_cat=0
split_feature=184 816 626 352 503 1470 141 566 302 848 1114 288 356 986 1213 140 275 1182 499 85 499 214 1059 902 1117 629 492 1187 442 144
split_gain=9.86932 12.9425 12.9029 12.3875 14.7108 16.2005 18.5945 15.9554 25.1332 26.7726 19.2286 19.0323 14.836 14.8062 14.4602 16.0181 15.1114 14.8983 14.1452 16.542 14.1367 13.9237 16.2268 13.7158 19.1786 16.7984 13.9522 18.9577 13.7365 21.358
threshold=1.384368771371848 2.9000507500104784 0.60359008649180179 2.0044340155229263 0.76895805070151824 1.6572669524064125 -1.812191062791656 0.42254216522967381 -0.38212453548193365 1.0909063084205723 0.14191811520305816 -0.88954490044674173 -0.61018952196653986 3.2668021542824097 1.0000000180025095e-35 0.88970115856295362 1.1454014939346882 2.2780707378746947 -0.73259496845864536 0.63833404654622605 -2.124438702011259 -0.10918534574456316 0.22063477745431989 0.92310089253610761 2.6377896853745946 0.5701349960141181 -0.43854959108928576 0.19382248553467438 0.34704691442740293 -1.3055959590408548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 13 7 -7 14 11 -10 -11 -9 -12 20 -6 -16 17 -17 19 -5 -2 22 -8 24 28 -25 -27 -28 29 -22
right_child=1 2 -4 18 5 6 21 8 9 10 12 -13 -14 -15 15 16 -18 -19 -20 -21 23 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=3.514735220864223e-05 0.052045717423166937 0.056204035409814557 -0.01416024041517999 -0.0091331938364183022 -0.018538884537504904 0.13068467234892586 0.046428652070428955 -0.034105004353000228 -0.023021027746792481 -0.015583974563741821 0.15328028645068481 0.021045045996517842 0.039156956074292405 -0.024612613437943635 -0.0099614978541852639 0.024554011073569259 -0.027132856879042801 0.12664171690267842 -0.02504001863683333 0.049268144700101879 0.02222940369105383 -0.014621812852817676 -0.021720824967925212 -0.013776133027623131 -0.035005040645673426 -0.013963108873626168 0.040018338461422089 -0.019062631832804305 -0.0044970104087337153 0.0022590481124033866
leaf_count=327143 63 85 49 552 3585 20 225 143 1018 127 26 828 107 503 2155 309 107 23 1223 108 1214 325 90 2557 287 251 279 120 4627 13782
internal_value=0 -0.0466484 0.625472 -0.0506956 -0.0398496 -0.138821 0.291248 -0.172227 0.0116818 -0.258401 0.53381 0.297878 1.20289 -0.00701034 -0.255139 -0.0817574 0.390776 0.672548 -0.292187 0.0413684 0.00196796 0.192739 0.560813 -0.00210984 0.0231249 -0.165639 0.178418 0.461845 0.0323344 0.0718465
internal_count=361931 34788 134 34654 32771 9088 660 8428 2249 1278 260 971 133 23683 6179 2594 439 332 1883 660 23180 640 315 23117 19910 3207 650 399 19623 14996
shrinkage=0.05


Tree=4542
num_leaves=31
num_cat=0
split_feature=728 1445 852 700 551 1307 620 623 971 1257 1107 343 633 659 691 1323 1366 1419 813 15 620 10 1043 1453 155 20 1175 1046 432 353
split_gain=16.5585 17.389 18.8431 18.5432 24.1695 25.7092 19.6128 19.009 18.779 18.7065 18.5229 17.7424 17.0212 19.7511 22.0702 19.3195 17.6984 18.9293 17.0024 21.116 20.9594 16.826 16.6213 16.5766 15.9223 15.8095 17.045 25.841 17.3069 16.6857
threshold=1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 -0.32577058805538323 1.0000000180025095e-35 1.6294210021612947 1.5209264779549863 -0.30513245540810047 -0.54990476189908655 -0.32938954535721493 0.84842911737809057 0.30030769612360109 -0.77899086806337892 0.62821384419828064 2.6125069612329379 -1.2254033952469492 2.0183251275724516 0.28046113576429438 0.44561103650162237 1.7252490091840407 0.13102810056866962 -1.2399985983670176 1.3448797105927601 0.45386269490447478 -0.91341957826037867 -0.90322812754321602 -1.4357958398750954 -1.1354486598490696 -1.1305476710462024 -0.48136086545260998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 10 -6 -7 -5 9 11 -4 22 23 16 15 -15 25 -18 19 -2 -20 -10 -9 -1 -12 29 27 -27 -28 -14
right_child=18 -3 3 7 5 6 -8 8 21 -11 24 -13 13 14 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-7.5481536478838653e-05 -6.8596865175446874e-05 -5.8326543550495653e-05 -6.8859529700808673e-05 -0.00013219412387269672 0.0002097057603379534 -0.00039316325071722815 0.00067979334986715319 0.00031086553005777953 -0.00055763709169623409 -0.00032266290078799778 -0.00024139884425783257 -0.00052911134463504085 -3.0754506264300376e-05 -0.00047909793917490652 -0.00057338471483438464 -3.1244265734242541e-05 -0.00019131594459565222 0.00012512730797483438 5.5163670273338677e-05 0.000110791203459347 -8.0575983014976975e-05 0.00011618274890775938 -0.00052325327984221928 3.8789817740849729e-05 0.0002968309661737064 0.00021323103408915563 -0.00045048310516350546 -0.00030210294641996524 2.1159439548029266e-05 0.00015196958456350861
leaf_count=31032 77391 32930 4520 4028 7998 711 93 799 195 1163 315 176 3670 669 462 28416 3927 1315 18447 4153 9099 6869 136 8823 1271 826 473 2198 101886 7940
internal_value=0 -0.00146002 0.00483241 0.0571216 0.109571 0.181695 -0.242962 -0.00240856 0.0491932 -0.127711 0.00343196 0.0734727 -0.00355575 0.00653148 -0.0468882 -0.0396074 0.0187286 -0.113994 -0.0382473 -0.0593258 0.0107377 0.102224 0.198757 -0.0491344 0.200263 0.0241321 0.0155551 -0.17015 0.0198529 0.101864
internal_count=361931 252841 219911 28274 14908 8802 804 13366 9338 2274 6106 1111 191637 151782 29547 29085 122235 5242 109090 81544 27546 7064 935 39855 1586 116993 105383 3024 102359 11610
shrinkage=0.000980392


Tree=4543
num_leaves=31
num_cat=0
split_feature=728 1445 852 700 551 1307 620 1107 623 971 1257 343 10 1043 155 284 1267 665 1449 843 777 911 30 71 974 563 691 1037 707 907
split_gain=9.90081 13.0777 15.9408 17.5606 23.4692 24.4279 19.351 18.3599 18.1873 18.3825 18.7916 18.0733 16.7573 16.5381 15.8141 15.4576 18.0236 16.2572 15.4952 16.8788 16.2561 14.9214 14.8214 14.6907 14.5904 18.0356 14.4911 17.1144 18.0925 20.0496
threshold=1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 -0.32577058805538323 1.0000000180025095e-35 1.6294210021612947 1.5209264779549863 0.84842911737809057 -0.30513245540810047 -0.54990476189908655 -0.32938954535721493 0.30030769612360109 -1.2399985983670176 1.3448797105927601 -0.91341957826037867 0.5304551485757304 -1.3836712183588176 3.0858555402564884 0.19154279800412316 -0.61979328275357182 -0.85398025397902877 1.463305295443019 -0.50612589223196014 0.93676705403688021 0.87952607870720578 -0.71853398054542372 2.1516311091689517 0.054934626273265431 -0.52704418136353903 -0.84186890400831749
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 4 7 24 -7 -4 21 10 11 13 -11 -10 22 17 -17 18 20 -20 -14 -5 -9 -19 25 -6 -1 -28 29 -29
right_child=-2 -3 3 8 5 6 -8 14 9 12 -12 -13 15 -15 -16 16 -18 23 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00029432514558411964 -0.0012057413287739286 -0.0023074681871722825 -0.0034539594015190762 -0.0045631111545841509 0.0018636751459146133 -0.019640980748918922 0.034947976854415939 0.024478967496730109 0.016131848588628938 -0.028443006428655732 -0.016370758948579988 -0.02715444828438256 -0.031647036705332164 -0.026456047480045066 0.015176649513705447 -0.088524266660845549 0.014719630242091311 0.040859858448942542 0.027848165569314576 -0.013015214480519136 0.0065886219582659642 -0.031408536328045376 -0.027890323616036713 -0.011203329097509819 0.0012461629255967565 0.015785594848635814 -0.00049519546418412932 -0.035172229665517397 -0.019852698375871305 0.0085148861621608517
leaf_count=184434 109090 32930 4520 3741 1439 711 93 94 799 195 1163 176 151 136 1271 25 1954 211 118 1176 3142 287 221 92 1533 5026 4424 184 1828 767
internal_value=0 0.00447351 0.00993921 0.0581901 0.109407 0.180743 -0.235077 0.00450116 7.63595e-05 0.0506926 -0.124896 0.0773732 0.103318 0.20429 0.201071 0.119606 0.27477 0.0529428 0.0201788 -0.178412 0.0999748 -0.129928 -0.245337 0.527628 0.212213 0.257104 0.00219473 -0.104588 -0.251733 0.0071273
internal_count=361931 252841 219911 28274 14908 8802 804 6106 13366 9338 2274 1111 7064 935 1586 6869 1979 4890 4587 1294 3293 4028 315 303 7998 6465 191637 7203 2779 951
shrinkage=0.05


Tree=4544
num_leaves=31
num_cat=0
split_feature=1430 1298 560 70 1223 1373 1460 277 708 478 914 759 1191 635 970 1073 669 1313 1257 7 1456 153 702 478 545 85 276 766 1122 1057
split_gain=9.79986 17.1101 17.4603 17.1192 17.027 21.7061 19.0771 17.9603 16.5914 16.1123 16.1918 17.8941 16.1007 19.1855 21.3857 19.4703 18.942 16.3636 16.0771 15.8711 15.6703 15.6574 15.5026 19.4656 17.2268 20.7216 16.7195 18.5128 19.3101 18.7147
threshold=0.54622893720785959 1.0000000180025095e-35 0.55979126331825657 -0.83640915350225553 1.0000000180025095e-35 0.25202004360908004 1.1560636084176532 1.8249754976967989 0.47843709717639576 1.8167082398441956 2.9182220680618722 -0.47178276078810416 0.5099920227348671 0.28496969046408943 -0.85074015260370139 -0.66361293532055432 1.0000000180025095e-35 1.4916223986674872 2.820190403399526 0.91167268636047483 6.5329192360459878 1.9764370875490738 2.2275443133153514 0.54569065282110529 1.0000000180025095e-35 0.81703811576565089 -0.98795118372329749 -0.46035618591831867 -0.46869382699620854 0.63601706776750333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 9 -5 10 -6 -12 16 -14 19 -16 18 -17 -7 -15 -2 -9 24 -24 25 26 -3 -28 29 -29
right_child=20 22 3 8 6 12 -8 21 -10 -11 11 -13 13 14 15 17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.008508137052448456 0.00093628412091366082 -0.0050514091836319506 -0.0059557441236618167 0.0038125848721947014 -0.00038670275470550241 -0.0035609698387824187 0.0074745543041228914 -0.016348017434751057 -0.0042389604163571735 -0.010793345026889613 -0.007917642403290159 0.057039736969797243 -0.01592090959249021 0.046696494380166875 0.025140218912721266 -0.0079423172844675597 0.0037840626538600446 -0.066175050160463683 0.052183368065938353 -0.055468587046190156 -0.058090080666954161 0.03569098881587706 -0.011026822779620485 0.014945969689760306 0.0013419103706256731 -0.0069272687324335256 0.0041021202371191957 0.00071293011194930645 -0.0041432241276221082 0.016162819931347019
leaf_count=23455 84981 10125 4626 18404 26225 23734 3353 1961 5302 2994 131 129 3812 204 297 1214 8569 97 59 36 66 75 2776 485 89099 9297 15072 8243 15797 1313
internal_value=0 -0.0101813 -0.0338733 0.0181428 -0.0520787 -0.0834813 -0.0123786 -0.0319168 0.0442345 -0.0180616 -0.00205705 0.603684 -0.0506439 -0.192469 0.0253743 -0.0967265 -0.0301173 -0.24614 -0.0671746 0.709084 0.0179386 -0.272757 0.00529539 -0.1509 0.00881179 -0.0258082 -0.00636143 0.0155479 -0.0269827 0.0595675
internal_count=361931 276884 124677 28332 96345 61477 34868 31515 23706 29479 26485 260 38022 5660 1848 1608 32362 1311 23793 240 85047 2036 152207 3261 148946 59847 50550 40425 25353 9556
shrinkage=0.05


Tree=4545
num_leaves=31
num_cat=0
split_feature=221 559 1002 1043 1055 74 1470 1182 363 765 1170 695 424 559 1115 452 836 1245 486 6 705 425 976 636 768 836 1052 1058 649 1246
split_gain=9.73562 16.0899 18.5046 16.6171 17.0658 16.0061 14.6882 14.4006 14.5598 14.0138 16.4373 17.5899 17.0949 21.7139 18.0555 15.9645 20.3048 19.1031 18.5747 18.374 15.9197 15.9149 14.7647 15.218 14.4121 16.7107 15.5419 15.8964 14.0282 17.6701
threshold=1.3426618058617994 1.4250532013247541 2.2332469152510641 1.5256087990486786 0.47597540088274537 -0.39748985705868251 -1.3782462404802098 0.21046056427361631 -0.34145599636049923 0.084935649658786846 0.62153056071901192 1.1188880622937893 1.1944653148939095 -1.3810405245652773 0.28319881519715007 0.60725649753328859 1.0060059332167002 -1.0507014278002209 1.9995448521060701 1.0329781959493609 0.71877107111157812 0.15991447178014817 2.3578032391955133 2.3420117687117474 0.52750308118623823 2.0420128731315255 -0.73429377181649313 -0.8427725291136734 -0.68914168503103135 -0.71751497289078803
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -5 -2 8 -4 15 11 28 13 -12 -14 18 17 -17 20 21 22 -18 23 -8 26 -26 -15 -28 29 -11
right_child=1 2 7 4 -6 -7 9 -9 -10 10 12 -13 14 24 -16 16 19 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0003494105653672274 -0.027966353156230646 -0.012063182518736223 -0.0015606326664608786 0.030888111988193703 0.092799566725426691 -0.02696344155197939 -0.0024485868908234302 -0.023212727257846358 0.071401841779922676 0.035804417202826178 -0.037193577528941556 -0.012215049004877417 0.044579370809896955 -0.0062440974484608818 0.0091659185539873182 0.037070951264067627 0.014323217272489709 0.0079348726559544582 -0.017411232303844362 -0.061263289308432549 0.0051504878821453312 -0.025479469335829855 -0.030733889295196156 0.032785748321070944 0.020479256234111409 0.10837385315023579 -0.027675817862457538 0.012606589672592108 0.0017219271952211208 0.0064507748625290164
leaf_count=326022 193 2895 53 136 26 104 10247 58 77 369 147 943 321 888 364 320 246 2526 811 84 4610 220 280 144 623 21 136 2360 5689 1018
internal_value=0 0.0321959 -0.129831 -0.179898 0.336511 0.134847 0.0460956 0.524939 0.888013 0.0497828 0.107055 0.0430797 0.206479 0.1535 0.525391 0.012369 0.145306 0.217717 -0.017989 -0.235988 -0.000523254 -0.0777467 -0.0507954 -0.038078 0.181388 0.484842 0.124948 0.212626 0.0820055 0.294965
internal_count=361931 35909 3349 3161 266 240 32560 188 130 32367 12879 8019 4860 4175 685 19488 3396 2846 16092 550 15281 466 10671 10391 4028 644 3384 2496 7076 1387
shrinkage=0.05


Tree=4546
num_leaves=31
num_cat=0
split_feature=652 1020 1458 555 1450 1467 1462 1451 1452 1096 1470 979 17 1450 1450 1454 1459 1216 1047 21 1470 1467 1458 772 1443 1452 961 1466 1466 1470
split_gain=9.74799 13.0679 19.6221 20.9517 20.671 32.9658 29.0689 22.9428 22.8994 28.2337 21.4981 23.499 21.0118 20.6407 25.4793 25.1778 24.99 24.5318 20.6379 22.9644 23.2452 21.1472 19.9393 22.683 20.3933 19.7628 27.18 19.6295 20.2753 23.8058
threshold=-0.98896428961744431 0.44670980992553178 -0.71693843586677841 1.7043997737708112 0.71459478585385605 -0.47799446732384149 0.37407200465964635 1.0883084361879864 0.27727814463220007 1.3185420132932633 1.594191353593184 0.96633897851977746 -0.6195657508128618 -0.711948217342527 -0.6583760323374267 0.10128998396582999 -0.19467617432788356 1.0000000180025095e-35 -0.33663838031229693 -0.51252769393407926 0.84122639276026845 -0.073724406702634568 0.12934318160464789 1.103901784216901 -0.37623767839913169 0.57845329651378008 1.0119945065797371 0.094792720476203268 0.061644552901252279 1.2551600099720808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 13 8 9 12 -6 -12 -3 -7 16 18 -15 -17 -16 20 21 -20 23 24 27 -10 -27 28 -4 -30
right_child=1 2 22 -5 10 6 -8 -9 25 -11 11 -13 -14 14 15 17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0014243673041475929 -0.000853015707832259 -0.011201737148290137 -0.0032761357789321266 -0.014831159514961709 -0.0074253635589908301 -0.012889149617246548 0.015377101529130075 -0.033230557871386575 0.046811763948011349 0.048917045767335576 0.066168417875091659 -0.058485168866839611 0.015346665776363384 0.0034678318457251329 -0.020102597252101253 0.020590941095895942 0.062749888778338078 -0.028402493197777875 -0.039484536040254474 -0.0058798722113235493 0.04961475545405182 0.018510546891830734 0.002721402884589802 -0.008562012676561313 0.00441660309075197 0.0024914676681774234 0.097846653196897906 0.0027049107022736438 -0.038595603700898061 0.025974109999754059
leaf_count=45881 235616 538 20605 644 2041 1459 1972 115 485 201 79 27 1404 178 958 988 151 157 139 1836 207 346 22327 5331 8914 328 46 8418 455 85
internal_value=0 -0.0074143 0.0173347 0.0937287 0.113189 0.151515 0.0748269 0.345685 0.381914 0.25221 -0.0921043 0.830091 0.159388 -0.00387967 0.064667 0.017208 0.639569 0.292813 -0.0886938 0.0169911 0.383136 0.0784822 0.000603186 -0.0288129 -0.00925515 0.673677 0.269479 -0.0384421 -0.0769287 -0.533592
internal_count=361931 316050 80434 14299 13655 11508 8391 3117 3002 2143 2147 106 1942 6419 4960 4631 329 1145 3486 2528 692 485 66135 43808 38477 859 374 29563 21145 540
shrinkage=0.05


Tree=4547
num_leaves=31
num_cat=0
split_feature=462 49 630 151 291 1189 705 903 980 1186 1298 69 346 61 1454 1377 360 1326 156 83 984 1250 1231 78 417 552 845 209 1089 1116
split_gain=9.73021 9.68028 14.8283 20.5136 16.0904 20.5549 15.1075 19.4694 17.7333 16.286 16.0187 17.0202 15.8168 15.7083 17.269 15.2537 14.9477 15.3963 14.9043 15.2851 19.7417 19.0013 17.8889 16.9208 15.5277 15.5619 15.3093 14.9669 20.8129 14.7955
threshold=8.5638065889067061 1.1349154245379338 -0.58829153650824206 0.015023293343767827 2.0860652186731463 -0.97764598682220172 -0.27057373117596306 0.80814697417054582 1.8477726960564547 -1.2365438265958983 1.0000000180025095e-35 -0.7818280759408025 -1.0929694825912653 1.0000000180025095e-35 -0.84722408107669478 -1.3980188117859342 1.1445527713422068 -0.59581834209967233 -0.91684517252604858 1.1794279269116628 -0.64134623447496864 0.12987229959042176 -0.55512259543958953 0.12251924708837898 1.0419363313069459 -1.3610451592746304 -1.0028184660983837 2.468398779500351 1.0000000180025095e-35 -0.92191098908823255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 18 -6 7 10 9 -8 -4 -12 -9 15 16 -11 17 29 -5 20 27 22 -22 -23 25 -21 -25 -20 -29 -15
right_child=-2 2 3 4 5 -7 8 12 -10 13 11 -13 -14 14 -16 -17 -18 -19 19 24 21 23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.0001084612232303073 -0.070167336489645196 0.0013208667889547661 -0.013579295660312572 -0.015786482342215247 -0.061595125025391495 0.046370596825726342 -0.024615880417525507 -0.046052093577385045 -0.031113296909810101 -0.02056073148143665 0.015098569713872068 -0.0055696968025508772 0.014750113202693328 -0.065475416607793963 -0.020272113554249231 -0.00067015566653688902 0.093887629639356956 -0.021502406639960531 0.0067662757848477341 0.071197443127834201 0.0012471675830291904 -0.0057013126879464247 -0.01546508046194192 0.043056496578139099 0.041700038975396307 0.0035957363578214248 0.0068524602173252267 0.13021271399613912 -0.029623431212716989 0.067340031189614596
leaf_count=315449 40 14699 3011 973 48 168 1422 102 593 973 843 2390 1406 21 2196 4788 26 201 2683 51 1536 1857 3349 169 186 983 1633 31 21 83
internal_value=0 -0.00222359 -0.0369281 -0.0697392 0.00066992 0.642021 -0.131729 -0.0399572 -0.197593 -0.168896 -0.108939 0.00944075 0.230308 -0.131951 -0.317051 -0.0625755 0.268795 0.0562946 -0.0107311 0.0118705 -0.0188649 -0.0802474 -0.192909 0.0461523 0.25893 0.137691 0.214145 0.160787 1.45014 0.876038
internal_count=361931 361891 46442 31743 13688 216 18055 7752 10303 9710 6244 3233 1508 8288 2527 5761 331 305 13472 12499 11279 8544 4885 3659 1220 1034 1802 2735 52 104
shrinkage=0.05


Tree=4548
num_leaves=31
num_cat=0
split_feature=1440 740 338 161 844 1382 224 28 1108 75 621 769 1189 1176 1324 1410 75 694 678 147 828 1147 365 218 697 1465 1106 1124 1382 223
split_gain=9.63261 12.9103 16.2855 14.2374 15.5732 16.8011 14.6201 15.3249 14.9161 15.7225 15.4475 13.7443 16.191 19.1411 15.6895 15.2745 15.938 14.4631 14.285 13.6902 13.6851 13.4103 18.0439 13.3202 18.823 15.9492 15.5418 13.8943 13.5479 13.1353
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.67742393113063393 -0.84422245453792399 -1.3089483247244742 -0.78287791700145404 1.6626207205187258 3.2690534245562608 -0.45913572175392259 1.2578846110660231 -0.16325573077234498 1.850406574283699 -0.11397767361416419 -1.2693973165705501 0.76667373212688961 0.5278466665935635 0.8777071821890603 1.702568588799207 2.9016603484412591 -0.15017448069244349 0.065440231130287782 1.0000000180025095e-35 0.95034020203296155 0.87453284511490936 2.8294814325920146 0.018058328544225215 -1.4106928215996188 -0.56933096521802407 1.0513330799668634 -0.030574186567409681
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 8 20 21 19 18 17 -14 15 -15 -17 -13 -3 -11 -8 -10 -23 -4 25 27 -27 -25 -29 -6
right_child=1 11 23 6 29 -7 7 -9 9 10 -12 12 13 14 -16 16 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00010688408068303855 -0.030558782152701466 -0.00087988434418052788 -0.00039948354748164922 -0.016151987575225138 0.021024968215094846 0.15376871601231146 -0.0018623229895963417 0.15599286579901631 -0.040261243718945211 -0.011569479373687968 -0.013002341296232912 0.031735065571906133 0.12159315113188172 -0.031323104113709969 0.035915032806815295 -0.0047014609737093078 0.10511769376212961 -0.027242421961941217 0.051280402624091254 0.1812247849605379 0.057415159765012852 -0.012022357095336672 0.13052218397348916 -0.037836393805293633 0.10847234461139098 0.049951027350771164 -0.0038527517499022919 -0.017663003928957612 0.019843312367301261 -0.030822789521560364
leaf_count=313467 27 23829 12115 6523 279 28 219 25 615 20 53 557 25 324 86 83 25 78 50 20 154 187 37 540 21 95 897 1173 188 191
internal_value=0 -0.0370327 -0.0879078 -0.217921 0.243211 1.84069 -0.260529 0.0920443 0.04138 -0.275253 0.931837 -0.00110904 0.254215 -0.0604181 -0.145658 -0.354106 0.444949 0.510723 -0.0141104 2.35196 0.520826 -0.495363 0.369355 -0.0450631 -0.208456 -0.227922 0.0289384 -0.38186 -0.234901 0.0841583
internal_count=361931 48464 23407 8378 525 55 7853 1330 1305 932 93 25057 1178 543 518 432 108 635 23879 40 373 839 224 15029 2914 2893 992 1901 1361 470
shrinkage=0.05


Tree=4549
num_leaves=31
num_cat=0
split_feature=785 519 713 507 938 1107 678 1217 689 1463 5 357 556 839 727 382 789 876 959 907 1010 1184 989 1111 1258 357 558 906 1321 1400
split_gain=16.7321 16.2688 21.2076 24.7029 22.8088 24.664 24.7789 22.6032 21.7789 21.5675 20.5458 25.0991 20.4272 20.1853 20.1405 22.6657 20.471 19.9886 22.3874 19.8105 19.0097 18.977 19.1408 18.9294 18.1443 22.2334 20.7643 19.965 20.7241 19.5104
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 0.33096214316811728 0.34708990927187483 3.0922858003217075 0.72022076402865742 1.5896008821182519 -0.56259539279300474 -1.3717003937607093 -0.90038496756108966 2.778493016390716 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 -0.37718676718711608 0.20228200533734944 1.9615424434015647 -0.032554487818798286 0.70096181329179597 1.8910022628952046 -0.27802159125708265 0.70631302906791504 1.2935404261849552 -0.26593487796637277 3.0112465698443827 0.57242314831789731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 5 6 9 10 19 24 -7 -12 -13 -2 -3 16 -16 -6 -19 20 -5 22 -14 -15 25 27 -26 29 -29 -4
right_child=1 14 4 8 17 7 -8 -9 -10 -11 11 12 21 23 15 -17 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=3.9519645843036229e-05 -7.0544936897777671e-06 -3.739270741024129e-05 8.8263332642123392e-05 0.00014499985663212598 -3.9387754309944768e-05 -5.582537790494337e-05 5.3101799236151303e-06 0.00027767654940133311 -0.00011822341127166799 8.6890088798173462e-05 -0.00045912412905666655 0.00016518437231660791 -1.0269287536046479e-05 0.00048361946731353619 0.00023528983329874529 7.6887089542556232e-07 -6.4518097716122718e-05 -0.0002132654141881439 -6.0411389609356423e-05 0.00032293043009243484 -0.00027956262744224418 7.0296989585484919e-05 -0.00029473797597188344 -0.00083922193759862062 -9.5175224993782959e-05 -0.00017263739235452304 -0.00028494982679657548 -0.00012646288196194749 0.00085435910755359457 -0.00013192912547651438
leaf_count=29559 47545 9447 12813 3165 57575 17140 40162 1485 1436 4462 706 5529 14568 615 5244 5700 1127 13566 13554 2558 519 19278 1404 66 32023 5338 4122 7755 130 3340
internal_value=0 -0.0156946 -0.0206222 0.0194662 -0.0305062 -0.0156838 -0.0378736 0.0209097 0.131916 -0.0681453 0.0133947 0.0396008 0.045686 -0.00128519 0.0410629 0.0957865 0.182604 -0.0663452 -0.127147 0.184215 0.0843351 0.0249571 -0.0341713 0.380858 -0.0805087 -0.0337712 -0.118149 0.000182999 -0.110385 0.0487917
internal_count=361931 332372 310854 55904 254950 170255 110145 60110 7678 69983 58625 41485 40779 48226 21518 12071 6371 84695 27120 6242 3684 35250 15972 681 65521 29376 36145 24038 7885 16153
shrinkage=0.000980392


Tree=4550
num_leaves=31
num_cat=0
split_feature=21 1462 915 401 897 1449 490 840 786 706 291 149 554 219 967 7 908 1391 1249 698 694 16 1396 356 770 1126 1460 197 1306 759
split_gain=9.58153 11.7944 10.4654 17.0773 20.6687 19.3498 18.4797 17.62 17.3067 17.8769 18.8293 23.2196 25.5165 21.7381 15.4586 15.3583 17.7039 17.2636 16.5787 15.9978 15.7673 20.0872 18.643 18.1206 15.8166 15.5418 15.3638 18.7586 16.4426 15.4542
threshold=-3.2545899522946695 0.64216061943476632 0.35539985303639915 0.66778437295061321 3.1593128787695171 3.0182001278972974 -0.1596231467449061 0.047251289022531805 -0.88094623513500714 -0.31895615049664189 0.9235384259136068 0.51869803989484464 -1.1046172441693465 0.2973067321405376 -0.87052683615420523 -0.42402645556302948 -0.44685411855478357 0.04029872879927094 -0.48169144419869492 1.670975123040358 -0.030348002816314737 1.5975963385961813 -1.698418385491715 0.944753102190514 0.72967524261941397 1.9719346404353761 0.74209976395475563 0.68923901588140069 1.0000000180025095e-35 0.73661381115572511
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 8 -7 -4 10 11 -10 -13 -14 -11 16 18 -18 25 20 -17 22 -22 26 -25 -5 27 -24 -28 -29
right_child=2 -3 3 15 -6 7 -8 -9 9 14 -12 12 13 -15 -16 19 17 -19 -20 -21 21 -23 23 24 -26 -27 28 29 -30 -31
leaf_value=-0.026674796724201578 0.00016258307769920782 0.018727126888185182 -0.0092635759619306719 0.011022108607275372 0.053812202198532215 0.02413815290699307 -0.005195621942320058 -0.0099127160250869501 0.0062178842651871812 -0.013773482978077525 0.017031283140152665 -0.046201590748893261 0.005128567920943892 -0.02359657908977443 -0.00076175378297305455 0.011180966676503576 -0.017027442263865777 -0.00040980564261156884 -0.0045933848773590897 -0.017089094360892284 0.051270459503667265 -0.032532618111261638 0.0057027187546665106 -0.0075265316278611584 -0.055217846559245977 0.064070293035878287 0.029438094934520837 -0.025647317212025351 -0.027720702390043025 0.032132878778666996
leaf_count=89 285873 627 3400 997 104 648 33874 291 5660 1809 1373 326 1201 555 11767 3800 1523 1663 1276 457 95 247 2484 455 133 68 436 545 81 74
internal_value=0 0.26452 -0.00283335 -0.0299754 -0.051481 -0.0535568 -0.0602862 0.272703 -0.0112319 0.0132327 0.0932273 0.0446271 -0.17787 -0.0788341 -0.0494754 0.0384548 -0.054738 -0.163382 0.096134 0.0978463 0.119318 0.0257634 0.0606262 0.0367717 -0.349081 0.29116 0.0961794 0.0306368 0.438363 -0.360506
internal_count=361931 716 361215 75342 61008 60904 59965 939 26091 22691 9115 7742 2082 1756 13576 14334 5527 3186 2341 8807 8350 4550 4303 4208 588 1065 3620 3103 517 619
shrinkage=0.05


Tree=4551
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 784 1443 507 126 1022 140 727 382 789 907 1156 566 657 395 493 766 495 636 1335 1450 1469 1452 1465 1454 1452
split_gain=18.0086 15.5011 20.8793 23.7699 22.2636 36.6556 23.3575 20.8234 20.2739 21.3413 21.951 19.7801 22.909 19.8638 19.5719 19.2618 18.1175 17.8713 17.8009 20.4863 20.3578 18.3775 18.462 20.4144 17.7562 24.5836 23.0445 22.3002 21.0731 20.6643
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 0.9594655836162902 1.593744732512876 0.65809631222906606 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.69784808892615657 1.0000000180025095e-35 2.1059719136688364 2.2603408215975165 0.66415532897360485 -1.3647527631180638 -1.1745193908354616 0.81345439236338735 -0.66389271062874033 1.0919289398075405 -0.67806027517800449 2.4543291550814752 -0.58911782507014421 -0.4704356069848657 -0.74726004084035758 -0.55537993649074191
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 8 -6 -7 -2 9 14 -11 -3 13 -13 -4 -8 -5 -9 21 20 -20 22 -16 -24 25 28 27 -26 -10 -28
right_child=1 11 3 16 5 6 15 17 24 10 -12 12 -14 -15 18 -17 -18 -19 19 -21 -22 -23 23 -25 26 -27 29 -29 -30 -31
leaf_value=4.2302957782706467e-05 -2.7729400586762135e-06 -3.7258916930853119e-05 1.1037516002223745e-05 -7.3718364022304258e-05 -6.3524006849719575e-06 0.00024536763119319588 -0.0002970265239409466 0.00012340068642297951 -0.00029897520527424773 0.00064997777209089029 1.5128918704750798e-05 0.00023400365796057664 -7.9147617283825697e-07 -6.1381737333378883e-05 -0.00018291709064903336 0.00036805689552084928 0.00010046522699277657 -0.00027790756785911187 -0.00062268476921406666 -3.0631938644345781e-05 0.00058366467414820461 -0.00020681714304934367 -7.6543663259214412e-05 0.0001187421639131422 0.00020724573035173612 0.00045342071963784471 -0.00031934488977740236 2.4410210615583007e-05 -4.7459065284015377e-05 2.708821341092729e-06
leaf_count=29559 48652 9447 17815 82198 17582 5045 797 9956 2271 372 658 5244 5700 1127 10029 287 3066 575 101 14997 484 8419 24238 3499 5330 392 1234 7896 11272 33689
internal_value=0 -0.0149399 -0.0197524 -0.0299515 -0.014591 0.0491766 0.191603 0.0185316 -0.0263252 -0.052966 0.251826 0.0404828 0.0947587 0.182088 -0.0582035 -0.114797 -0.0666001 0.105196 -0.0796419 -0.0154615 0.414134 -0.107258 -0.0820189 -0.0507518 0.00395824 -0.0690942 0.0246253 0.103722 -0.0869257 -0.00715566
internal_count=361931 332372 310854 251671 166407 23711 6129 59183 142696 80612 1030 21518 12071 6371 79582 1084 85264 10531 61767 15582 585 46185 37766 27737 62084 13935 48149 13226 13543 34923
shrinkage=0.000980392


Tree=4552
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 746 762 507 1256 268 788 1043 363 969 395 657 402 813 1374 732 1002 1270 924 1384 641 1386 635 1038
split_gain=20.0399 18.5611 22.2558 25.703 24.8145 41.3873 21.9299 27.8531 22.4081 21.0131 20.6792 20.3527 23.7531 22.6249 23.4601 21.0753 20.0498 19.6654 19.9993 19.6084 18.6562 19.8775 18.768 18.8531 18.2947 18.2029 18.1243 19.4222 18.0054 22.0538
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.66766320980544069 0.21147417596499959 0.65809631222906606 -1.3977376116336626 1.0000000180025095e-35 1.0000000180025095e-35 0.2389898121839257 2.5234630832690312 1.688630563996478 0.66415532897360485 0.72755686970153477 2.9541164636104842 2.1641256470006294 -0.66177662735578835 3.2946899365908435 1.0000000180025095e-35 0.34616208652689945 1.8999064755685127 -0.53342496023365138 3.7016018671129225 0.48565394206859691 -0.22650867662623761 -0.4449581379577125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 6 -6 19 8 16 -2 -9 12 13 -3 15 -15 28 18 -7 20 21 22 23 26 -5 -25 -4 -28 29 -8
right_child=1 11 3 24 5 17 7 10 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=4.218877968097924e-05 -5.2925921856826576e-06 0.00010909738810461201 -3.2428703608389734e-05 -8.0616360718788676e-05 -2.6797384769182322e-06 0.00028082901463432139 -0.000320441327269285 -0.00047406682432005442 7.9799118683045948e-05 0.00010093996516880128 0.00015258276677927848 -4.8645849847157273e-05 0.00018818698728980752 -0.00019203114178225665 0.00098294340419523914 0.00042715305212212752 6.2982254868790028e-05 -0.00017649806007342603 -0.00075733332624581737 0.00010100519451318022 -2.7545251793889759e-05 -0.00056943353938338295 -0.00017181627575338571 -1.8518772845056396e-05 6.9018234172706774e-05 -0.00027131464191066659 0.0011783193870657527 -0.00077575178345559183 -2.2400243262342977e-05 -7.8673302871873357e-05
leaf_count=29559 48652 4545 23989 79939 18652 4470 5054 341 9039 10531 6750 7713 5948 2987 78 247 5480 507 82 3837 52529 601 10772 2468 5325 4242 124 48 10928 6494
internal_value=0 -0.01819 -0.0234447 -0.0339534 -0.0179997 0.049242 -0.0303621 0.0142742 -0.0160818 0.0160217 0.134025 0.0423795 0.0898998 0.0140781 -0.118081 -0.146127 -0.0536892 0.221009 0.266543 -0.0498463 -0.0571536 -0.0954789 -0.0898096 -0.059049 -0.0719706 -0.17294 -0.0275212 0.765752 -0.092233 -0.170293
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 36995 59183 7091 21518 13805 7857 3312 3234 27956 5059 4552 98610 94773 42244 41643 30871 85264 6710 24161 172 22476 11548
shrinkage=0.000980392


Tree=4553
num_leaves=31
num_cat=0
split_feature=785 885 1457 81 1107 1002 1461 332 464 1065 568 988 983 1045 1325 1242 1382 1218 1047 718 507 694 1148 608 790 635 1386 906 1390 583
split_gain=16.8896 14.2441 21.3162 19.8043 18.5906 20.3282 21.7881 21.0777 30.6336 23.4257 22.6946 20.5804 19.1871 19.0721 18.5964 19.3592 19.3358 18.5796 19.5365 19.0041 32.0263 26.2305 23.1047 23.6591 34.0888 22.3762 22.0797 23.0037 25.2687 21.5289
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.1720793062237382 -1.3056775892169139 0.69854289147193727 5.4281164756817288 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 -1.1525449550552225 -1.3820670939764912 -0.30518366188602924 1.0070162970853074 -0.1655977563054756 -0.86273403807903126 -1.4119668126558766 3.9048232315577729 -0.58094233788616145 1.0159173274103563 0.65809631222906606 1.2927572326739147 3.073785392405322 0.66665475971017707 1.8618223311409718 1.5133232492243236 0.37625148072740094 -0.88334857531044364 -0.93523728510198822 -0.99544907250003589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 -3 12 7 -7 8 -6 11 -11 -9 13 -5 16 -16 -13 19 -19 22 29 25 23 26 -25 -22 27 28 -2 -21
right_child=1 2 -4 4 5 6 -8 9 -10 10 -12 14 -14 -15 15 -17 -18 18 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.0067265994819e-05 0.00019910422929695165 -0.00019193799924619267 0.00045453019986984569 -9.9273283773638834e-05 -9.2144068209288414e-05 -7.2349494439008922e-05 0.0011234012985957228 -0.00054676195243920258 4.6290062107943014e-05 0.00054885815352450067 -0.00010681104160282465 -0.0004181410125328951 -0.00035648871712296699 0.00058015609649512783 -6.402745850544012e-05 0.00014658226418971969 4.0492470204206454e-05 -0.00036975602163832931 0.00037258391010737369 0.00011785204193772447 0.00033204360677162146 3.508637819336164e-05 0.00018969693696584017 -1.7846080915082877e-05 0.00019436324298412427 -0.00038365204708587134 -0.00010620964843120444 -5.7547000879262825e-05 -1.0536924100227289e-05 -3.8516886843222484e-05
leaf_count=29559 4033 3422 426 1737 20972 11848 56 298 16423 219 4341 532 2120 322 2160 16630 15925 189 860 5037 2821 5186 2047 33344 3907 221 45292 82246 15523 34235
internal_value=0 -0.0153985 0.00694338 0.00450474 0.00969849 0.0154075 -0.0668208 0.0291625 -0.0157939 0.0596127 -0.076761 0.0783256 -0.165776 7.97498e-05 0.0823342 0.126386 0.0297059 -0.0263659 0.250685 -0.0280858 0.0130745 0.136144 -0.0400007 -0.0432935 0.00593522 0.289801 -0.0595115 -0.0392224 0.0357887 -0.0168399
internal_count=361931 332372 97431 97005 93583 89404 11904 77500 37395 40105 4560 35545 4179 2059 35247 18790 16457 234941 1049 233892 47500 8228 186392 184345 37251 3042 147094 101802 19556 39272
shrinkage=0.000980392


Tree=4554
num_leaves=31
num_cat=0
split_feature=785 735 665 56 429 1106 762 748 970 1051 1124 212 1245 1452 351 1218 1259 292 774 17 72 838 816 357 1113 1396 699 149 561 1257
split_gain=9.79271 11.5086 24.6958 15.9769 18.7208 20.1232 17.5359 14.1492 18.8187 14.8629 16.3782 16.5669 16.882 14.8359 14.4663 14.3556 14.0083 14.2347 15.7967 14.1691 14.0043 13.8659 16.4248 15.1114 15.0244 14.1042 15.0128 14.0098 14.4089 13.2781
threshold=-0.86283290253235112 2.2560756724538602 1.0000000180025095e-35 1.0000000180025095e-35 0.900969516593498 0.096519447093083008 -0.22974891104156117 -0.55983428269634117 -1.0509456697921375 2.3063551433647169 -0.64455672387254215 -0.5357782872874669 2.259957975253053 0.43152281373399509 0.73011004872641105 3.9048232315577729 1.9502611314505562 0.24691992845580998 1.0534522907556236 0.80678847159216072 1.9863997717380104 -0.49707046069023791 -0.92870374882376117 -0.31614898948948139 0.77231742945866655 0.20305734945939194 -0.2738104989763408 -0.42016871990541405 -0.92723781459379284 1.4087996895205654
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 6 -6 -4 8 -3 10 11 12 -9 -10 15 -12 17 18 20 -19 -13 22 27 -24 25 -25 -27 -5 -29 -23
right_child=1 2 3 21 5 -7 -8 9 13 -11 14 16 -14 -15 -16 -17 -18 19 -20 -21 -22 29 23 24 -26 26 -28 28 -30 -31
leaf_value=0.001821521652773524 -0.0004726652429001382 0.031966183291557725 -0.016171915255615878 0.027772518171971607 0.018574354371097508 -0.030534797726352626 0.0095403437465392919 -0.025516510265307164 -0.0048263438924364202 0.034348230428809509 -0.013796777226817962 -0.020894628143089709 0.068334600210154098 0.019484298961835757 -0.037474483848944147 0.028691763967522207 0.092698637559014016 0.042433419369777695 0.061401262144447293 -0.030832038112819191 0.058328434944042135 0.0088139964321684427 0.041040927021624041 0.022721553410141954 0.056362735824457291 0.014317467553888925 -0.04274207599512133 -0.08420213965513873 -0.0057587074332539345 -0.035117917769154787
leaf_count=29559 321536 228 415 85 123 349 2160 343 1359 82 1610 300 21 335 364 88 21 175 34 40 24 1399 441 333 80 108 100 38 101 80
internal_value=0 -0.00657093 0.0626407 0.15474 0.0459043 -0.341542 0.119272 -0.0536184 0.0836641 -0.154714 -0.18479 0.055968 -0.357406 0.00533385 -0.304794 -0.218805 0.268504 0.197558 -0.0902203 0.612518 -0.260465 0.268807 0.425462 0.532352 0.319829 0.188722 -0.246007 -0.0910307 -0.515843 0.127946
internal_count=361931 332372 10836 5812 3047 472 2575 5024 1922 3102 3020 958 364 1694 2062 1698 594 573 358 215 324 2765 1286 1062 621 541 208 224 139 1479
shrinkage=0.05


Tree=4555
num_leaves=31
num_cat=0
split_feature=470 602 532 1467 332 1464 626 1359 789 1454 1454 1458 1468 811 981 1466 834 1462 737 1250 747 69 324 93 1457 816 623 1154 21 482
split_gain=14.6386 26.1186 17.8443 20.0532 17.6496 17.0516 18.8897 23.2838 22.2346 22.8102 21.6015 21.6629 21.4603 21.454 21.2372 20.9352 19.8123 19.6835 22.1012 19.6341 18.9339 18.7853 18.7638 18.7033 18.6941 18.5558 18.3094 17.7846 17.6894 23.1152
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4788072840855835 1.0000000180025095e-35 1.5993600128483978 -0.32621035539257243 1.0000000180025095e-35 1.1248358748350926 0.50933602050530713 0.10128998396582999 0.10507126555246735 3.2937191260639342 1.0000000180025095e-35 1.7060327193526743 1.1170366437019192 -0.66042525044765787 1.0525515758509212 1.0000000180025095e-35 -1.7822961624455023 2.2668746584208797 -1.2296669026188836 1.9327976829307019 1.1056740219261498 -0.26408309166818295 2.2619250002047715 -0.43399926980393339 1.0000000180025095e-35 1.0000000180025095e-35 -0.36643596294956943
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -2 9 10 13 22 24 19 28 25 -16 18 21 -8 -20 -11 -12 -21 -13 -9 -27 -26 29 -10
right_child=5 -3 -4 -5 -6 -7 8 15 14 17 11 12 -14 -15 16 -17 -18 -19 20 23 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-7.0624437120823472e-05 -4.8749235890069258e-06 -3.3599406047479362e-06 -0.00012451758031616661 0.00015998224101433712 9.8442041197154131e-05 8.0770855231538746e-05 -0.00037341566656229775 -5.8918985423988408e-05 0.00014899132180967226 -0.00079462892559974921 0.00023961076170446853 0.00024858029966571784 -0.00065311011307345971 -4.6993669754843608e-05 -0.00033634412160165765 -0.00029643298688347404 0.00032725773725187745 0.00010110312584014899 6.571568573606207e-07 7.194850300232856e-05 -0.00062242168185859341 -0.00017402424551042858 -0.000422548476059424 -6.5042743498532331e-05 -0.00028312021634440023 0.00014094939661791204 -0.00094572777851823137 0.00012254460712489253 -0.00017238389485340518 -0.00010814521804178515
leaf_count=40526 53842 89908 33210 3089 3846 11753 704 21309 2678 297 5799 1250 210 13694 241 2361 923 3160 7803 41760 207 4185 230 5229 1055 95 202 927 6202 5236
internal_value=0 -0.0278442 -0.0683785 -0.0376994 -0.0530273 0.00288271 -0.00282304 -0.0306968 0.0164994 0.0299761 0.0470148 0.143245 0.0061078 0.0314869 -0.0631514 -0.0937328 0.201608 -0.0455901 -0.086195 0.0531881 -0.0178065 -0.212409 0.221889 0.0578147 0.0497129 -0.0696196 -0.592008 -0.0836895 -0.0899114 -0.0142852
internal_count=361931 170579 80671 47461 44372 191352 179599 77809 101790 86510 70858 9471 3442 61387 15280 23967 1164 15652 12492 47693 8010 4482 6029 46989 3232 21606 297 1982 14116 7914
shrinkage=0.000980392


Tree=4556
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 921 775 1453 726 1002 540 976 496 383 10 912 796 1117 626 968 560 78 772 483 772 1315 1466 983 672
split_gain=21.6125 16.3 19.1123 18.3014 17.4381 37.3573 16.6568 19.4738 19.87 19.1794 23.4017 21.4586 21.2513 18.566 20.6256 17.1132 16.4391 16.3814 16.3221 16.3092 18.9709 17.5209 17.503 17.4845 16.6828 16.3002 17.342 16.6568 18.1187 17.9872
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.62154522891879982 0.13281703179381904 0.51954049301251548 1.0000000180025095e-35 0.69854289147193727 0.99026637822014563 -1.1340907276278103 -0.74322539953160838 2.2118716902368778 1.1855328726172645 -0.078185317478667166 0.38087715954262297 -1.2591097148690287 -0.029299289916889962 1.1344614004379376 1.872806888455649 -0.5382749015429048 0.85947886647882143 -0.91260707344935754 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 17 7 8 13 -8 11 15 -13 14 -4 19 -14 -3 -7 20 22 -21 -11 24 -24 26 -19 -27 29 -29
right_child=1 4 3 -5 -6 18 9 -9 -10 10 -12 12 16 -15 -16 -17 -18 25 -20 21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-2.1961608181654639e-06 -6.531690782022959e-05 -0.00018445776018392602 -0.00022086514689975535 -0.00021293112370318615 -0.00010239478799763493 -0.00071881119767626704 -0.0001368071566280511 -0.00011071049798417987 0.00012782561007306756 0.00032990756754809218 -0.00016111046764390326 -0.0011706131607531613 0.00029890063870887241 6.7674443373253962e-06 0.00051259820485335928 -0.00011980516494940199 -0.00026328937207053719 0.00019204798302360242 0.00036028610049181672 0.00044977088239524557 0.00049966123403190268 -0.00074684609091524583 -0.00075030712731501072 -0.00041796708466242246 0.00026141452336876745 -0.00036142613778695153 0.0011658885711305867 0.00077559941830155472 -0.00064653912031898179 -0.0008315384198158411
leaf_count=29559 190291 3383 3587 1947 93730 93 1564 9589 4799 629 1062 84 388 13486 198 530 508 381 1291 2033 563 62 98 499 520 540 130 229 100 58
internal_value=0 -0.0659859 -0.0563869 -0.014226 -0.0947315 0.0266957 -0.00380344 -0.0277707 0.00790666 0.0806522 0.128535 0.182015 -0.102615 -0.0280079 -0.180259 0.241687 -0.0136916 -0.0903946 0.318035 0.286714 0.160251 0.425468 0.0485919 -0.116381 0.124421 0.124135 0.466301 -0.0706881 0.288099 0.558597
internal_count=361931 332372 232437 42146 99935 6205 40199 31659 22070 8540 6976 5914 980 17271 3785 4934 896 4821 1384 4404 2309 2095 1746 1117 618 1438 511 927 387 287
shrinkage=0.000980392


Tree=4557
num_leaves=31
num_cat=0
split_feature=267 427 897 384 497 1326 141 901 821 633 347 695 1311 700 684 1242 1116 1227 214 1109 27 702 1260 1438 1188 634 1120 345 223 89
split_gain=9.82702 13.0971 17.7124 21.5806 16.9035 16.2794 20.8672 17.6786 21.3865 17.1017 17.0868 14.5816 14.4653 20.9358 14.2823 15.4521 14.7777 14.2057 14.9718 14.1967 13.8669 16.5196 13.7001 24.5165 17.3599 15.2119 16.418 15.5149 16.9659 18.3186
threshold=1.0000000180025095e-35 0.8885261818803557 0.11009203802378041 2.2874062892260834 1.394182512108723 -1.359233371321108 -1.1400843502753377 0.40235988108433102 -1.0305144854359449 0.37382319468330266 -0.49882994355960963 -0.89397654707186647 0.30591517233812365 -0.7986350914681789 1.4826570785197699 -0.23043521647675952 -0.45835224818600995 2.1580054386186571 -0.060494030099155681 0.20736014409779363 1.0000000180025095e-35 1.6062265327858463 0.68833495884961426 1.8084897874314609 -0.25606296746974716 0.68612349832366981 0.28294845476435165 -0.24655196942411131 0.62079204071252903 0.86601623594231547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 12 4 5 -4 14 17 -9 -10 -11 -5 20 -14 15 -7 -16 -8 -19 -2 21 -3 -21 24 25 26 27 28 29 -24
right_child=1 2 3 11 -6 6 7 8 9 10 -12 -13 13 -15 16 -17 -18 18 -20 22 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.2445712384260783e-05 -0.0049868750022681223 -0.016284889430426438 -0.035226536554004512 -0.040131269211855045 0.033408463463094805 0.062045765527851821 -0.006669045308480108 -0.037035924419919201 0.064467173149470688 0.061810578454346621 -0.03474769905740209 0.07774384773497868 0.036598979868383744 -0.00071518457398406135 0.042273837578869516 -0.009341248853363 0.18094140696637717 0.083734050954588565 -0.017590469690036772 0.0024859991215032897 0.0060384739648766837 0.031724102091552707 0.048459857537655547 0.04372547924879807 -0.020285672157998064 -0.03672298165516296 -0.020990257286925468 0.0018058969926048919 0.1184587466407656 -0.060095169607989801
leaf_count=316545 25667 1997 228 26 273 97 1392 123 158 39 72 106 274 948 38 103 21 45 29 9828 859 103 153 153 1761 166 279 338 53 57
internal_value=0 -0.040945 0.0597821 0.214263 0.164724 0.084391 0.14164 0.0524614 0.53864 0.818261 0.0782947 1.20699 -0.0470263 0.178884 0.83793 0.526962 2.04168 -0.0695994 0.865745 -0.0613421 -0.147914 -0.265547 0.00840571 -0.167778 -0.233569 0.0663022 0.221192 0.470424 0.953194 0.611282
internal_count=361931 45386 6931 2750 2618 2345 2117 1858 392 269 111 132 4181 1222 259 200 59 1466 74 38455 2959 2100 12788 2960 2807 1046 880 601 263 210
shrinkage=0.05


Tree=4558
num_leaves=31
num_cat=0
split_feature=526 3 1319 142 148 1199 763 695 1315 1184 917 1247 224 222 276 293 633 1183 1311 489 558 631 213 432 176 1023 482 1327 773 837
split_gain=9.79311 13.8489 14.9094 13.4095 18.1013 15.1556 13.8508 12.536 12.4252 15.1019 18.025 16.6948 14.6375 15.7152 19.2519 16.4445 14.1347 18.1829 16.4795 19.8232 17.0171 18.1801 15.9195 15.4746 13.91 13.6621 15.6595 14.5525 13.1271 15.4923
threshold=2.3757057381457001 -0.88398020272593125 -1.5885537418082667 2.9425455730717212 0.051686531142814053 -0.38315049131412332 -0.36972229020722952 -0.2247509424116356 -0.9963578013823754 0.73208173291765999 1.9053912261005144 -0.058682654164509601 -0.067680098621722765 0.65535281345493235 -0.95461008150639715 2.413506821040285 -1.2598790199519947 0.46404114335864532 -0.1678896011451608 1.1855305263115663 1.3848625950872895 0.73393717020578642 -1.2622147721091215 0.4322265467790975 -0.66669775957667077 0.36003600613833892 1.4939429534082385 -0.56647838661716954 -0.2638511488722543 0.8058608076837771
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -3 -7 9 10 11 25 -10 15 -15 16 17 -14 19 -18 22 -22 -20 28 -16 26 -8 -27 -24 -30
right_child=1 3 -4 4 -6 7 8 -9 12 -11 -12 -13 13 14 24 -17 18 -19 20 -21 21 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-8.0044584377333885e-05 0.038182286872416683 -0.014749212499177586 0.0010035288270653156 -0.010970931502271802 -0.021797741190904777 0.132428343377573 -0.029536133621542754 0.015835430825588675 -0.013747534065622164 -0.038187551492372185 0.13141997685512954 0.065261224414979058 0.023988561806251023 -0.060483943342279446 -0.062362862773968519 0.090128132472586886 -0.032043877292919541 0.2150663721286403 0.053693494961327151 0.031462027857907852 0.0040450011582421879 0.12961291366861158 -0.019620953625761259 -0.039632230659708979 0.050484910403988087 0.11584683604033411 0.080184652411214211 -0.032890290764697919 0.0070733537066305294 0.083243695747642094
leaf_count=349156 261 3618 3429 36 97 35 199 32 2359 86 22 98 59 55 38 38 834 21 90 124 55 28 270 301 258 20 24 25 210 53
internal_value=0 -0.0837354 0.0727402 -0.143277 0.562647 1.25311 -0.160919 1.91623 -0.0625701 0.356587 0.569437 0.40494 -0.11149 0.0535349 0.598412 -0.0532767 -0.0925247 1.20246 -0.141893 -0.449222 0.109885 1.26104 -0.0163902 -0.154801 0.838999 0.0286563 -0.291087 1.25806 0.104366 0.50134
internal_count=361931 12775 3690 9085 200 103 8885 67 5267 474 388 366 4793 2434 351 2083 2045 80 1965 958 1007 83 924 834 296 268 223 45 533 263
shrinkage=0.05


Tree=4559
num_leaves=31
num_cat=0
split_feature=51 789 540 1325 500 842 832 1176 77 363 1182 752 760 928 864 823 689 144 1469 118 0 1249 561 289 143 135 977 1191 365 1467
split_gain=9.74514 12.5737 17.6119 18.7041 18.4361 18.6963 18.2335 16.462 16.2055 16.1469 16.0721 16.0174 15.4664 19.733 31.5639 22.1715 22.1815 20.1967 19.4866 17.319 16.7085 16.6435 21.2345 23.3775 17.1496 17.0415 16.8393 16.8059 16.7473 17.6841
threshold=1.0111847875080273 1.1248358748350926 0.99026637822014563 1.779188479338635 0.17403308892436611 0.038120789706174517 -0.83203508671826187 2.5369916127075069 0.72611800030237161 1.7853564412396434 -1.1908299244755518 1.0000000180025095e-35 -0.10395360026017735 -0.52992354128753727 0.72275257928592751 1.8892083074622052 -0.28520964294034162 -0.72756734892548658 1.6596426661524915 2.3787456441485824 -0.64864240070541723 0.47773255890858551 -0.084935170576083366 0.93327537122308291 3.2948912404832744 -1.0578481955510421 0.94039177570848054 0.066662693498189499 -0.29458015210227562 -0.36323917762374175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 6 -4 8 -3 10 -6 -7 -8 -9 13 14 15 16 -1 20 19 -18 -16 -15 25 24 27 -23 28 -24 29 -25
right_child=-2 2 4 -5 5 9 7 11 -10 -11 -12 -13 -14 21 17 -17 18 -19 -20 -21 -22 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0015919092119495424 -0.0017845248412242762 0.0033734312095352833 -0.00012185290201404217 -0.013755867201938679 0.0087162389566868333 0.030322223988541591 -0.017578148714822817 0.046256666538968233 -0.038780983216454089 -0.039716854706887135 -0.0035762438090978866 -0.0072731234287089653 -0.00074869204881148146 0.00095346922212091473 -0.010314968608849048 -0.0095718666162904354 0.0081991080065445445 -0.0066494215670530217 -0.0043936685106980445 -0.012778414342979189 0.013086973147448229 -0.007892565199665488 -0.0016045862974760413 -0.03223546359771598 0.071497904068760013 0.0023753745914335805 0.0063789478098109772 -0.013514226798343432 -0.038019744623414134 0.001973558576958447
leaf_count=18921 54984 5660 3239 2062 468 582 1296 146 101 40 19915 130 115730 77027 572 2099 21362 6189 1967 606 1338 3245 7819 405 51 11699 328 2672 766 512
internal_value=0 0.00139248 -0.0405342 -0.0639563 0.0781611 0.297249 -0.047215 -0.0796467 0.00887795 0.528146 -0.087704 0.454983 0.0068056 0.0212784 0.0566607 0.0806621 0.0900828 -0.0713835 0.135638 0.154223 0.130829 0.00235907 -0.0494951 -0.126812 -0.0795645 0.00917357 -0.371799 -0.0862746 -0.475069 -0.258141
internal_count=361931 306947 33639 29209 4430 1191 27147 21487 569 622 21211 276 273308 157578 53054 44955 42856 8099 23935 21968 1910 104524 27497 12553 10542 14944 2011 10491 1683 917
shrinkage=0.05


Tree=4560
num_leaves=31
num_cat=0
split_feature=470 602 532 1467 192 1358 1106 893 1267 1258 1277 697 494 713 490 569 1322 1365 1077 1314 632 1395 230 784 1400 1188 776 445 634 1451
split_gain=9.73222 19.4756 15.7583 18.4033 16.144 17.6029 21.869 18.9857 19.4924 17.3696 17.2554 17.0663 16.7945 17.7927 16.7481 20.0735 17.2366 18.0825 16.7197 18.5761 17.6315 16.4303 16.0259 15.9807 15.6271 15.5932 17.2176 16.4736 15.5529 15.4857
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4788072840855835 -0.43085510457888271 1.0000000180025095e-35 -0.05191812482362252 1.0000000180025095e-35 -0.92311956290169694 0.825496173413797 -0.58544871947101362 -1.0269385900995602 0.54821144142047484 1.0000000180025095e-35 -1.2512805474103772 -0.43693154758743225 -0.54075008220876664 1.0000000180025095e-35 1.0000000180025095e-35 1.7039049035134257 2.0632787056413497 -0.85792260704246592 0.69623288714530085 0.9594655836162902 2.2108722163943662 -0.20858470425199405 1.3994234896430442 -0.54128920011621195 -0.63872513318307411 -0.16446795582476503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 10 7 12 8 -6 14 25 -11 13 -7 -8 16 -16 -18 20 29 -9 -19 -23 -1 -15 26 -4 -28 -12 -20
right_child=-2 -3 4 -5 5 6 9 18 -10 11 28 -13 -14 24 15 -17 17 21 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0032784939911575141 0.00035843667484976419 0.00015678839763418127 -0.015390722710093258 0.0084511616707862985 0.0068078579319338171 0.016915610741865848 -0.035693223369301356 -0.018100472735349118 -0.018272905189233322 0.045043504571685426 -0.016564765504461183 -0.016883779575376904 -0.019520901831693895 -0.0077097832594263368 -0.0046821811702857418 0.0056507776041145293 0.021269012282806143 -0.030203791695498416 -0.0086364295473711338 0.068315657097351282 0.072978876914611385 0.076461636715252065 -0.034546647755307393 0.0030890842688721092 0.044406596364474249 -0.029602409341628846 0.072960716742482543 -0.0074000108304587116 -0.001812399287239512 0.020384905647172352
leaf_count=36423 191352 89908 1905 3089 819 911 198 1226 3466 94 3399 897 1607 4404 316 2686 689 41 1103 98 43 241 24 7949 152 2323 112 309 5198 949
internal_value=0 -0.0179845 -0.0532516 -0.0243005 -0.10883 -0.0574961 0.0157158 -0.168424 -0.280292 0.150687 -0.202589 -0.202078 -0.108373 -0.0208437 0.229412 0.264136 0.533473 0.688534 0.028511 0.205653 -0.273821 1.17204 1.35673 -0.0390839 -0.116265 -0.392117 -0.164037 0.585663 -0.12587 0.12435
internal_count=361931 170579 80671 47461 33210 19964 12260 7704 4285 5186 13246 991 7074 5467 4195 3997 1311 995 3419 2150 1269 306 265 44372 4556 4649 2326 421 8597 2052
shrinkage=0.05


Tree=4561
num_leaves=31
num_cat=0
split_feature=1450 1468 1464 1449 1467 1458 1450 684 1467 1459 1452 1451 1465 45 1465 1449 1452 1464 21 1461 1454 1459 1455 1456 1451 1464 1467 1452 1453 1451
split_gain=9.64568 18.9813 25.0059 20.6155 17.6866 30.5215 32.5812 28.9806 32.6771 30.1902 39.5694 39.1103 28.4167 25.6945 25.5488 25.4631 25.1844 42.1669 41.5008 34.351 39.174 52.2037 46.5692 39.2033 33.6369 48.4769 47.2763 44.3273 39.0341 38.0913
threshold=-0.33386868244407664 4.4254531621270878 0.020652577133266702 2.4498220593785009 0.47769311669757991 1.6687882578741802 -0.62314278622779262 1.0000000180025095e-35 0.6878288615741871 -0.47433201747382236 -0.34710568059079999 1.0127412325901599 -0.51012015380722042 1.216416816489077 -0.17812979263601394 0.71251893840138358 -0.5285793083120659 -0.29994047272053637 -0.70163543588998201 0.63802195525331329 -0.80169152520006459 -0.0082725336293530856 -0.064444062103805558 3.742879312526544 -0.23775761948138005 -0.19194956937484473 -0.50269656915251459 0.82711375264874976 0.9942357898018469 -0.43091639079157279
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 16 -7 8 9 13 -11 14 -8 -6 -12 -13 18 19 -1 20 21 22 -18 -22 29 -26 27 -27 -28 -19
right_child=-2 2 -4 -5 7 6 12 -9 -10 10 11 15 -14 -15 -16 -17 17 24 -20 -21 23 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.0089013859562883605 0.00040128062347473024 0.040128596095670155 -0.0079785708515709344 -0.0045320131499519368 -0.0031939040485670154 0.0024941977032210422 0.039215494089522164 -0.0041323402488004412 0.00078992475276806545 0.0037031279027120428 0.018255218135798779 0.019514812799817417 -0.0095284426221402992 0.03068449301286659 0.046161799248650902 -0.03428449084597851 0.012960229973368445 -0.001424047976264934 -0.0012067303084445364 0.0015454638319214854 -0.011474603605416352 -0.019440982788629504 -0.015868838628735487 0.021133650480935583 0.017596041252504135 0.004232955059108332 -0.0065238066295700801 0.031057669338739016 0.012976927185576602 -0.012743148200930239
leaf_count=7602 197796 422 375 176 2586 2552 546 10284 15521 1772 662 245 247 304 894 194 3641 18707 34439 6132 23371 1706 1393 443 2581 7448 11405 884 1387 6216
internal_value=0 -0.0167691 0.284296 0.555303 -0.0189955 -0.0317884 0.180199 0.0301859 0.0744489 0.20813 0.334835 0.534917 0.559525 0.0206538 0.691782 -0.0460866 -0.0382424 -0.0627186 0.0092857 -0.127649 -0.164471 0.00499833 0.129944 -0.212883 -0.0172733 0.045476 0.00814026 0.148734 -0.0808922 -0.0810409
internal_count=361931 164135 973 598 163162 130700 3345 32462 22178 6657 3767 1995 793 2890 1556 439 127355 85314 42041 36686 30554 6740 5034 23814 48628 23705 21124 8332 12792 24923
shrinkage=0.05


Tree=4562
num_leaves=31
num_cat=0
split_feature=1097 269 1470 705 152 1035 1451 1037 21 546 846 408 899 901 1311 214 264 497 910 149 785 713 1101 1386 981 365 1465 570 1395 1453
split_gain=18.043 21.7874 21.7213 18.7306 17.7327 18.756 18.6755 19.2719 17.5663 23.913 18.3721 22.2376 19.6006 19.2676 22.8843 18.0322 18.0099 17.3447 16.9504 19.8611 16.9313 18.5255 16.8144 16.548 16.4453 16.4295 16.4206 16.3221 16.3041 16.2719
threshold=-0.64966988391888181 -1.2832447556410924 -1.1535394197080833 1.4125972960924511 2.1171177476311756 -0.088446804417332617 0.75140231727557782 -0.75194863210017393 1.189441983669046 0.86427175722531779 -0.53268848306471728 -0.34083657021421804 -0.45059971881520672 -0.72380599051099981 2.840219774690576 -0.750287668409095 0.38646845251715672 -0.65205629457065395 0.82596748510626528 0.15792979423085626 -0.86283290253235112 1.0000000180025095e-35 -1.3835380039393297 2.2634439388630319 1.5547011264505639 1.4239967677477152 -0.48615332439502884 1.8249228820711061 0.40662824336243547 3.3620603879665567
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 20 6 18 -2 -8 10 15 23 28 -13 -14 27 22 -11 -16 -6 -20 21 -3 -10 -4 -25 -7 -23 -15 -12 -22
right_child=1 3 8 -5 5 25 7 -9 9 16 11 12 13 14 17 -17 -18 -19 19 -21 29 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.5986782086680061e-05 -0.00010372268543855763 -0.00015401904804439304 -8.5867755267701648e-06 9.3026360950844992e-05 -0.00024254921148609131 0.00056467870815351737 -0.00028546394413492011 0.00012584723530778932 -0.00021076647004803794 -0.00021943454683204334 -0.00010640751221823777 -0.00012337289722511507 -0.00010736999243673398 7.1449383542344707e-05 0.0017688261208041944 9.7063899929109018e-05 0.00028597591348690932 0.00036684002222762204 2.9235745606291925e-05 0.0016033280254197934 -2.5910752120687167e-06 -7.9532636265735435e-06 0.00062805852604822627 -0.00038185572879877297 0.00094236505538418847 -0.00052640454089546401 0.00012794138838429585 -0.00024220787490720626 -0.00025478754608556053 -0.00016339360007981029
leaf_count=12067 26745 1858 38473 11379 669 578 811 3676 178 1803 20897 15971 6172 11839 69 2155 409 166 138 47 173629 6333 620 1275 47 80 12220 1400 7173 3054
internal_value=0 -0.000773239 -0.0381145 0.00684796 -0.0628368 0.179431 -0.0773662 0.0608462 -0.050791 0.0805586 -0.0592123 -0.0888283 -0.0441151 0.00496778 0.060096 0.21225 -0.109218 0.807653 -0.0620693 0.543213 0.00166195 0.0621647 0.494148 -0.0176455 -0.317531 0.451911 0.0826123 0.0452401 -0.145896 -0.00556123
internal_count=361931 241217 120714 208473 32744 1512 31232 4487 108647 5165 103482 63687 35617 19646 13474 2953 2212 235 854 185 197094 20411 798 39795 1322 658 18553 13239 28070 176683
shrinkage=0.000980392


Tree=4563
num_leaves=31
num_cat=0
split_feature=519 728 382 566 789 207 181 565 1218 150 699 1124 147 639 1109 393 59 1202 1209 81 839 2 1434 1439 131 143 1470 779 1189 1122
split_gain=17.447 24.8479 23.2442 20.64 18.9145 18.4685 18.3989 17.6774 19.6894 17.3694 16.598 16.5228 16.4839 28.7449 19.2137 22.0032 17.7406 17.5825 16.8936 17.5218 27.8391 18.7982 17.0453 21.8458 16.5089 22.3976 28.9157 23.0087 19.8572 16.7219
threshold=2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.7115451368606267 1.1248358748350926 -0.25733984843302032 1.0000000180025095e-35 0.22908786934026762 1.0000000180025095e-35 -0.52571317712276111 0.25271406496527016 3.0832975383402426 -0.044493704381537387 0.24328896595660957 -0.26553050707364761 3.586627169628581 1.7621890616334766 0.83873841153650286 -0.83247849222909354 -0.56834144970868827 -0.39336556087219265 1.0702563695828127 -0.42195508979895918 1.0000000180025095e-35 1.1426765061962938 -0.43848128436309725 0.10008810670483333 -0.49064842772533596 -0.59379340317418494 -0.0068132682182183426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 5 7 11 12 8 9 -3 -6 -4 16 14 -14 18 24 -15 19 20 -16 -22 23 -20 -1 -26 27 28 -27 -29
right_child=1 2 3 -5 10 -7 -8 -9 -10 -11 -12 -13 13 17 15 -17 -18 -19 22 -21 21 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=1.8040277927831885e-05 -0.00011246428250050252 -0.00018140476410873188 -0.00014213155450683822 0.00027852186656068985 4.3419974204832804e-05 4.3276861442887425e-05 -5.6099038285068657e-05 0.00030328936306582468 0.0003107419201743825 0.00012630930599394325 -0.00049336476367256327 -0.0014292913898488078 -5.082928339648765e-05 -7.0023383701579953e-05 -0.0006668982742477317 -0.00065679444300154608 -0.00010981691436956275 -0.00022315402759131959 0.00018494566650797324 -8.7945643036319944e-06 -0.00021086748999000026 0.00051096967315246357 2.4207879970172508e-06 1.4567909638333763e-05 8.951308628003777e-05 -0.0001610647749201013 -0.00027467899679629914 -3.4903089135634889e-05 0.0002491527515641476 -0.00033911351859399754
leaf_count=128874 4052 1357 3402 1026 1079 4937 71021 3307 1474 2496 346 57 39489 22541 927 308 7769 6431 7159 4326 1204 221 24938 8317 3789 858 4158 2725 1828 1515
internal_value=0 0.0431158 0.0745833 -0.00222702 0.147129 -0.0378053 -0.0183837 0.186717 0.107583 0.0226419 -0.0755831 -0.162857 -0.0103741 -0.0322153 -0.0120709 0.0185797 0.00501761 -0.102612 0.02217 -0.0928939 -0.280098 -0.078561 0.0387507 0.0994524 0.0102878 -0.0636391 -0.116745 -0.0294654 0.129005 -0.139338
internal_count=361931 23533 19481 9422 10059 8396 338398 8634 5327 3853 1425 3459 267377 115861 86889 47400 151516 28972 47092 6678 2352 1425 40414 15476 143747 14873 11084 6926 2686 4240
shrinkage=0.000980392


Tree=4564
num_leaves=31
num_cat=0
split_feature=150 497 690 1181 761 838 1207 1381 843 651 1055 701 1306 702 143 1048 1455 1358 1038 1250 1424 212 1035 418 354 765 317 152 838 430
split_gain=9.63056 17.1912 18.1635 16.5242 17.6612 19.3976 19.0705 15.7708 15.6257 19.3023 20.6892 16.8034 15.6635 15.8313 17.7561 15.6051 15.3851 17.065 16.0861 15.2125 14.9645 14.7149 14.9639 14.845 14.537 18.993 20.2398 20.8841 19.7367 18.1523
threshold=-0.21670947407920635 2.4192885550665473 -0.55036963499547997 0.61977844179682851 1.5021234709567175 -1.3034689586902466 -0.54929646236018115 -0.33914883217091196 2.0054490827892364 1.1107569744011787 -0.77959282482865666 0.85859543694282225 3.1745667211504869 -0.48919813880385804 -0.65101484377970043 1.1109546823130134 1.1386082259262511 0.48172645892998917 0.52538555671852694 1.4920237658047768 1.0000000180025095e-35 -1.1223143554656645 0.28642622814054347 3.9067056919357883 -0.76511236502008084 0.99525749028495636 1.0000000180025095e-35 1.6431166612046697 1.6174856007320078 -1.5598741367218474
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 -3 24 5 15 19 -8 11 12 -11 21 13 14 -10 -5 18 -18 -9 -6 -13 22 -2 -23 -1 26 -26 29 -29 -28
right_child=1 2 -4 4 6 -7 7 16 9 10 -12 20 -14 -15 -16 -17 17 -19 -20 -21 -22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00053209870343567901 -0.010204622723024713 -0.0047443623909559952 0.011242840836159321 -0.015430887785293 -0.048186287310219067 0.00089175143588675018 0.0029353294215446694 0.013257369887377565 -0.018314869811834635 0.047753563690274455 0.011185571575739774 -0.005285755687997413 -0.047530859099568418 -0.00046899273687722325 0.020040868929729089 0.018851814767437525 -0.038936596938722055 0.043068445262261112 0.037439123468749481 0.040365293443721854 -3.2761004239013681e-05 0.0007681483063744594 0.0037948481848386487 0.03737949627155053 -0.00020846916939444012 -0.006341610383906445 -0.023753669360721093 0.0025384767586930342 0.041307206630215414 -0.0048645767592373889
leaf_count=37208 4249 1128 3192 1771 155 41579 1889 1151 208 191 797 14438 151 3312 1045 187 126 41 484 30 15399 129550 1790 149 53511 16086 1226 2726 193 27969
internal_value=0 0.00885256 0.142768 -0.0157804 0.0214914 0.0074513 0.167624 0.200148 0.0048852 0.118122 0.369525 0.000494256 0.0526742 0.069447 0.288821 -0.230414 0.354105 -0.314874 0.420425 -0.609483 -0.0498073 0.0115362 -0.115339 0.0162113 -0.0300122 -0.0458739 -0.031407 -0.0854178 0.10319 -0.109425
internal_count=361931 175599 4320 186332 47413 43537 3876 3691 171279 5704 988 165575 4716 4565 1253 1958 1802 167 1635 185 29837 135738 6039 129699 138919 101711 85625 32114 2919 29195
shrinkage=0.05


Tree=4565
num_leaves=31
num_cat=0
split_feature=728 659 480 911 689 704 710 977 1036 907 978 797 854 724 705 997 0 588 142 973 276 1229 910 82 844 79 625 1391 1317 1457
split_gain=9.55686 13.1402 13.6552 18.3048 15.4416 19.3485 16.5629 15.5766 15.5053 17.058 15.3066 16.2932 30.5326 23.6697 18.8261 22.5614 18.3523 18.0084 17.3284 16.7594 16.4565 21.9138 16.9978 17.5135 15.7878 19.3296 15.3446 15.3405 19.0379 17.6229
threshold=1.0000000180025095e-35 0.62821384419828064 -1.4181283859782512 -1.9113288392179579 0.86385367930994306 2.8936660703641635 -0.60476953984244453 1.2908751645099532 -0.63209393521532475 -1.5619729794191222 -0.86739898370003232 0.63961785378869596 -0.87473648844905705 1.0000000180025095e-35 1.3055253477929336 1.2208093854130835 2.6232277757564257 2.250834115212506 0.23077961927874641 -1.3790739395845037 -0.20999213199562125 0.68842730247739281 -0.78962221895883722 0.37159891857759808 -1.420672502492778 -0.88006003439580482 1.3252658997982083 0.13155343512998646 3.2093666197881183 4.1112452456194752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 -5 -9 -10 26 14 18 -14 16 24 -12 19 -13 -15 21 22 -19 -24 25 -16 -4 -21 29 -29
right_child=-2 -3 10 4 5 6 -8 8 9 -11 11 12 13 17 15 -17 -18 20 -20 27 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.040656519630301306 -0.001198484451283889 -0.0017130547392486741 -0.00069530960170285688 0.00032782006040146534 -0.0088327031539071534 -0.018982686561328298 0.11814415448013485 0.0059197373274792178 0.070833103278677603 -0.020745825264092466 0.0011954843731932659 0.0045942720350854761 0.004535148257768966 0.022780893293150618 0.022747353365408809 0.018805062294192626 0.011995049622057599 0.056988553647135301 0.025116747504993615 -0.009394367337396025 0.016970548618136055 -0.053013672186035435 -0.027369851121013363 0.027305323760644287 0.0048846371391345136 -0.042347811372592699 -0.0096611347814554022 -0.0032938064035154973 0.070638031411130328 0.057560958627490166
leaf_count=203 109090 41024 27075 21110 6882 21 30 608 25 1567 111950 1725 4217 254 82 1407 1992 55 603 9232 707 97 182 93 10388 244 3803 7171 48 46
internal_value=0 0.00413092 0.0113792 -0.0420275 -0.0470374 -0.162007 1.27971 -0.0154174 -0.228201 -0.371666 0.0178163 0.0264699 -0.0269027 -0.0551669 0.0365752 0.11988 0.0276779 -0.0931537 0.197723 -0.114583 0.154805 -0.175847 0.0806693 -0.133677 0.0839546 -0.450641 -0.0320827 -0.124006 -0.0457526 -0.0552165
internal_count=361931 252841 211817 30446 30243 6933 51 23310 2200 1592 181371 150493 24430 22102 126063 12121 113942 17885 2328 16751 1134 427 330 275 10714 326 30878 16497 7265 7217
shrinkage=0.05


Tree=4566
num_leaves=31
num_cat=0
split_feature=50 56 1470 651 58 1470 17 1463 964 1450 361 1041 685 276 346 1463 1459 983 8 422 267 1469 1458 565 352 1458 1450 402 144 156
split_gain=9.65048 17.2281 14.3116 13.8732 13.6639 22.9819 18.1263 17.698 20.1406 18.6663 21.1807 18.5758 18.0249 17.9985 18.6922 17.6058 20.4679 21.9964 18.7455 25.6182 18.6046 18.5556 18.1786 18.059 16.9158 16.6551 29.2946 18.2233 22.2241 17.8554
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 1.1107569744011787 1.0000000180025095e-35 -1.3664195657027294 1.4232254699186218 -0.052537044703927886 0.80745641784395206 0.21504210545573274 3.6914155242845745 -0.83613879391312296 0.58104764358843186 0.4623867627118704 -0.93892138803739422 -0.23884079478003004 -0.33635779137711869 -0.555172854385245 1.4577487477528208 -1.0582382867818003 1.0000000180025095e-35 0.68005387534399142 -0.07839413551592582 -0.1713413955380014 2.0044340155229263 -0.39445764828506896 0.059614261619994738 1.660375914071057 -0.38708474296711898 -0.018342131227274797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 24 6 -6 8 15 10 11 -9 13 -11 -15 16 17 21 22 -20 -18 -7 -17 -21 -3 26 27 29 -29 -13
right_child=-2 4 3 -5 5 7 -8 9 -10 12 -12 25 -14 14 -16 18 20 -19 19 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0070246894805072076 0.00036172214264673479 -0.0010483743772703965 -0.0038144134726771531 0.0023078262455407347 -0.034443145553363523 0.0087226855806713903 0.056020373008761351 -0.0038866819810530009 0.0074278015513654944 0.005753737102802514 0.072463110483238544 0.012233643129377515 -0.01855910958363793 0.04020223377176655 -0.014036447311170082 -0.015387190447907918 0.0044249988971678846 -0.0085322829250934536 0.11651486362108548 0.054845905397276663 -0.010838425094216987 -0.011568576236339147 0.0051139985609427417 -0.035733699634763076 -0.013824244817670453 0.0042223298608662302 0.037003339590928115 0.0033340809588128907 0.049905033008258014 -0.0046017091331795176
leaf_count=1771 197382 39551 66145 6176 337 2287 25 2381 3403 3090 62 2574 868 72 1177 3077 10810 6701 32 54 1588 949 818 74 1844 6438 479 207 235 1324
internal_value=0 -0.0178917 -0.0531357 -0.0613458 0.00116194 0.0275376 -0.536298 0.0320605 -0.00451934 0.0861778 0.130389 0.124254 -0.0309141 0.0226861 -0.205485 -0.0291842 -0.00390548 -0.0872259 -0.180782 0.606448 0.0584813 0.0691754 -0.217048 0.0925043 -0.0299477 0.159553 0.259543 0.195457 0.587434 0.140068
internal_count=361931 164549 74092 72321 90457 49062 362 48700 29793 18907 13700 13638 5207 4339 1249 26390 22335 9937 4055 160 12398 3236 3895 128 41395 11257 4819 4340 442 3898
shrinkage=0.05


Tree=4567
num_leaves=31
num_cat=0
split_feature=785 727 728 852 1238 140 1077 968 909 850 637 1467 902 1257 1452 804 647 590 625 899 422 427 351 348 710 621 215 1117 1469 955
split_gain=20.3735 15.9963 15.6315 17.8394 25.4726 24.4571 20.8102 19.5583 19.0678 19.8333 21.6376 17.8395 17.9212 17.599 18.6111 17.5899 17.2236 36.4536 17.0865 22.1268 20.5074 17.3617 16.71 16.3488 16.3151 16.3797 16.3064 16.2934 16.0179 22.2915
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.17334222901426247 1.8790564127931246 4.2406324835638474 2.0084989127880917 2.2320253790698321 0.6190413382504959 1.3488123816161586 3.2089320700182484 2.0947916829856985 0.68889570123331034 0.075388382208316021 1.3537602816678871 -0.87782724458594241 0.58895901036483078 1.3252658997982083 2.0087054795827788 2.3249880148596573 -1.0088624256762662 2.0347385979342092 -1.3091036800108327 1.6693584243736712 1.3302311221549814 -0.80937256918447786 -1.2591097148690287 -1.3381350792132791 -0.56067130660624642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 6 7 8 26 10 13 12 -2 -10 -15 -7 17 22 19 21 -20 -6 -4 -21 -9 -26 -5 -19 29 -28
right_child=2 -3 16 4 18 15 -8 24 9 -11 -12 -13 -14 14 -16 -17 -18 27 20 23 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-1.1929167142128538e-05 -2.9341408254539843e-05 9.0918193140224231e-05 -1.5654512284152757e-05 -6.6444642462949475e-05 -0.00021314376118650467 -0.00024650829517326711 -0.0010398624467335593 0.00030239944421020856 7.523417512873594e-05 0.00041451708660098267 0.00076188501811374262 0.00015622936424990235 7.9567733901938359e-05 -0.00098797062959643631 0.00028938197138705869 0.00014929954574784336 -5.2682321531034214e-05 -0.00068205404391666379 -0.00028269216206343176 0.00097736443803152239 0.0012902636160099319 -1.5061798814415069e-05 -0.0009363940293214345 0.00017568350198636984 -0.00032008077564587596 0.00098523518393946229 0.00017469945127980113 0.00040664022306912052 6.0601345839313572e-05 -0.00059923544336895043
leaf_count=12551 147599 17008 4669 6776 3582 2160 89 2220 664 1127 131 2490 8135 181 68 639 93730 93 2590 122 37 15700 152 931 364 41 271 1291 36148 372
internal_value=0 0.0462994 -0.0154106 -0.00599189 0.0221657 0.0470473 0.0582861 0.0600859 0.0494586 0.240967 0.0199765 -0.0204758 -0.0239103 -0.108296 -0.607532 -0.152307 -0.0439334 0.0777106 -0.0467379 -0.025682 -0.252604 -0.0453414 -0.0398362 0.289053 0.238473 -0.163486 0.0392327 0.365613 0.0557192 -0.272456
internal_count=361931 29559 332372 232437 74213 51251 48452 48363 45738 2171 1044 158224 155734 913 249 2799 99935 6205 22962 20335 2627 19282 4821 1053 2625 405 43567 1384 36791 643
shrinkage=0.000980392


Tree=4568
num_leaves=31
num_cat=0
split_feature=785 728 1469 854 626 70 434 1179 1393 915 694 500 347 1312 836 944 969 1045 1044 287 1121 425 915 324 759 1314 1115 914 1381 69
split_gain=9.77449 11.6532 11.495 11.4975 11.4116 14.5931 12.2861 11.9117 11.3729 13.2687 11.857 12.4457 14.6339 15.2652 13.4584 14.966 13.2801 12.579 11.7377 11.6453 11.0048 10.9735 10.9682 11.5603 12.9113 10.8922 13.6688 13.6376 14.9768 15.4175
threshold=-0.86283290253235112 -0.49008176997875957 -1.3460032622719822 -0.87473648844905705 1.3771215465468696 2.0262028667013605 -0.90162527835396744 -0.97667245831536043 0.78289297240039624 2.0502917455158411 -0.91632112510623209 -0.79507838886111215 -0.7056306457872491 -0.18207772717058315 1.1113625711741399 1.0000000180025095e-35 -0.097029152524999177 -1.0334105494504173 -0.94379003040750475 -0.86220176457651165 0.74732384981699329 -1.0005467311534126 0.15110484813932359 1.0000000180025095e-35 0.56800033600077215 -0.099381921689977212 0.57141668675911783 -0.5323169253685206 0.86750119947963444 -0.43229533316766605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 25 6 -6 7 -1 9 10 -8 17 20 14 15 -14 21 -12 -18 -11 22 -17 23 24 -13 26 27 28 29 -4
right_child=-2 2 3 -5 5 -7 8 -9 -10 19 11 12 13 -15 -16 16 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.070162059457229045 -0.00034247551228761241 -0.05298685366868916 -0.059762245651020444 0.0019048182751879536 -0.035354547296737517 0.076027052826173336 0.026380662877241962 0.0089404330119165643 -0.021866845989022141 -0.033690012019413983 0.038873223107777417 0.0098663867553681357 -0.022684816586688375 -0.021817736178116085 0.049994642543158468 -0.035174114085069305 0.047612282637611497 -0.033577944824249299 -0.030297984006461373 0.052718232895379226 -0.037624185510257244 0.050493287870618256 -0.023626979651557356 0.082241258614277418 0.10504751294235624 0.017336740861714672 0.023595495747829098 0.0047489596649444498 -0.10422562841436378 0.001243748779211953
leaf_count=45 332372 51 80 23606 304 21 116 270 494 41 35 151 275 633 59 30 25 367 107 101 61 123 66 51 21 1332 281 609 27 177
internal_value=0 0.0361247 0.05113 0.0531055 -0.0971351 -0.562342 -0.0555447 0.376663 -0.10805 -0.0365067 -0.0824386 -0.134537 -0.0418253 -0.1579 0.0899313 -0.0364397 0.312583 -0.525101 -0.215334 0.691897 0.412044 0.762125 0.57909 0.789899 0.4618 0.199612 0.0472406 -0.0876101 -0.4999 -0.329924
internal_count=361931 29559 26163 26112 3396 325 3071 315 2756 2262 2120 2004 1602 1252 619 560 285 402 132 142 350 153 289 223 172 2506 1174 893 284 257
shrinkage=0.05


Tree=4569
num_leaves=31
num_cat=0
split_feature=181 1454 1452 1226 21 1455 1460 1449 1427 334 1461 1469 1469 1451 1463 340 785 968 677 710 691 21 1451 1452 1453 1453 21 1468 1451 1449
split_gain=18.6844 17.2145 25.4336 20.5339 20.1807 37.7275 28.9797 35.9271 34.0262 28.8457 27.3412 26.1497 24.7803 24.7062 21.5685 21.2666 20.5561 19.4041 18.7563 18.529 18.3967 24.1331 28.6988 25.4004 24.0194 29.9946 25.2749 24.095 32.0767 27.1218
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 1.3976603854473784 -1.0798509198017876 0.46304910557563933 1.3228809068545828 -0.16476281433214623 1.0000000180025095e-35 3.3282589927146211 1.6859053074631882 -0.81490090580954255 -1.1965077841566287 0.73539989607580092 1.7101402089481439 1.8162821653890682 -0.86283290253235112 -0.38460816251123842 1.0000000180025095e-35 -0.45569431339640104 0.051602462500029832 -0.32341995197817647 0.54872951183746299 0.70902136653063086 0.89653246390762387 1.2904438997469929 1.9458729514926574 0.60907911972533268 0.39905032773487564 -0.48085314393774437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 20 5 9 7 11 -8 10 12 -7 -3 -13 -9 16 -6 -18 -17 -14 21 -1 24 -24 27 26 -26 -23 29 -29
right_child=-2 4 -4 -5 15 6 8 14 -10 -11 -12 13 19 -15 -16 18 17 -19 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=6.1933418126357788e-05 -4.8511623022504914e-05 0.00023046518152124065 -0.00021844260832152489 -0.0001026735965052915 0.00010526080270879458 -0.0002266550332701972 -0.00055177571195150449 0.00063962143040225447 0.00022718149265870042 0.0017626577010479917 0.00034548300141714656 0.00055935843665218797 4.0706589865194185e-05 -0.00018954281833966297 -9.9706545467750731e-05 -0.00024042750078007532 -3.922937788515573e-05 2.4879260134762791e-05 -1.7682962728538089e-05 -0.00026629034637025298 -4.6861031131418384e-05 -6.7880300134189166e-07 0.00018591426803577803 -0.00036621256396308065 -0.00035022820279220627 2.9102225180858271e-05 -0.0015207784224368765 -0.00035065692421891605 -0.00094782368276797495 -2.0997080858854093e-05
leaf_count=32396 75166 883 4160 14319 10889 700 407 1517 691 34 825 706 1930 310 238 4618 36527 66638 5103 3731 47469 38274 4611 490 1771 1246 109 1876 254 4043
internal_value=0 -0.00405883 -0.0218697 -0.0171579 0.0141098 0.107058 0.256012 0.356765 -0.0472008 -0.0109916 -0.0243142 0.117153 -0.0853977 0.342549 0.567347 0.00586505 0.0135276 0.00386646 -0.108876 -0.161027 -0.00822416 0.0112937 -0.0178703 0.141263 -0.0355327 -0.229112 -0.42254 -0.0220319 -0.153458 -0.120595
internal_count=361931 286765 151018 146858 135747 11972 4569 3471 1098 7403 7369 1716 6544 1016 1755 123775 114054 103165 9721 5661 132539 85070 52674 5101 47573 3126 1880 44447 6173 5919
shrinkage=0.000980392


Tree=4570
num_leaves=31
num_cat=0
split_feature=388 1169 62 151 766 795 340 677 705 1223 211 1308 890 634 5 1222 1108 1331 779 1043 498 205 1392 897 224 1457 1205 1183 1109 1043
split_gain=14.0366 15.2044 17.8778 21.7208 18.6117 18.0707 22.5309 18.7462 19.6571 18.8778 18.616 18.2078 17.988 22.6227 22.1461 17.9225 18.2361 17.5359 17.4144 17.1172 23.1646 17.927 18.1518 16.6806 17.969 16.4567 22.1855 17.3295 16.2391 17.6024
threshold=1.0000000180025095e-35 1.0643747975631468 -1.2811150420666217 0.34515820360732613 2.8239875926271876 -0.29258408639884992 1.8162821653890682 0.66908448271462528 -0.96439995615683594 1.0000000180025095e-35 1.0182208927912366 0.63103079391464312 -0.71339486274837316 1.5287993285677555 1.4752957976085244 3.8215526916219917 -1.341567139609861 -0.88715993497544587 -1.0227883209540054 2.4077388736549472 1.2392745616868051 0.29618208039736865 -0.016340644874610736 2.0362112799681404 -0.24698588298860857 5.8677642129807399 1.0000000180025095e-35 -0.53764313038307832 0.7934212075153918 0.75105556280902797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 25 6 7 9 -9 -4 -10 -8 13 17 -15 16 -7 -11 -14 21 -21 -1 23 24 -23 27 -27 28 29 -5
right_child=-2 -3 5 4 -6 15 11 8 10 12 -12 -13 18 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00011338109062431544 -4.3803565210321269e-05 -3.995798500939665e-05 -1.3586705940047643e-05 -0.00024037429502871794 0.00066215397930315556 -0.00029739176691400137 -3.0016020100509914e-07 -8.2585608621440256e-05 0.00011244464909323176 0.00018522861433332212 0.00036933465662853439 -0.00026869648783051482 0.00028416708619325267 0.00024551948290500893 0.0017903665687372002 0.00078200555454720948 -5.6290048332055095e-06 -0.00011962001091742015 7.4038581638248454e-05 0.000126661283870303 0.0015239886461477288 0.000169354276411265 -0.00025389292222447352 -0.001473763730351903 0.0010094221278760872 0.0011318473018315524 -0.00067927219212830662 4.9898433053094749e-05 0.000203845822352864 5.9699649699969489e-05
leaf_count=23813 71976 63427 31377 3578 213 1112 3949 1986 12122 1108 1354 2508 2017 590 40 147 97710 6022 20916 571 54 264 252 22 208 103 46 12404 727 1315
internal_value=0 -0.00434355 0.00344554 -0.0411238 0.0176839 0.0125288 0.0368466 0.0462376 0.112009 0.0280253 0.141523 -0.107067 0.0648003 -0.0330197 0.370113 -0.00772798 -0.00883993 -0.0714703 0.0929779 -0.090527 0.274735 -0.102061 0.232914 0.473263 0.555088 0.00939346 0.694072 0.00226291 -0.104549 -0.154341
internal_count=361931 289955 226528 43570 18386 182958 83989 77532 15462 62070 13476 6457 30693 7760 630 98969 98822 7130 22933 25184 625 24559 746 494 472 18173 149 18024 5620 4893
shrinkage=0.000980392


Tree=4571
num_leaves=31
num_cat=0
split_feature=1454 146 1458 21 1463 697 1457 67 1435 1102 1254 1035 1178 906 1329 1242 1457 420 1459 967 1314 458 290 483 1452 141 492 1398 568 691
split_gain=9.6311 11.5126 10.0683 12.806 12.422 16.3725 14.8066 14.2154 14.8299 14.1068 18.2911 15.9981 15.0578 14.0315 13.4857 20.0474 14.3297 13.7578 13.4252 14.7 13.7723 13.9417 16.3469 13.6669 13.2432 13.52 13.1698 13.0551 12.4681 12.2597
threshold=-1.0936914102283182 -0.9607631566683702 2.6054386111478895 -3.9164670491403295 3.5642877411819058 2.3882565562959504 2.5748873741520337 2.2897070827752661 2.0083258921000415 2.8725899719417889 -0.17047857375403302 -0.87678274053168936 1.4594361157828943 0.026307605443154056 -0.16272212529423791 -0.79617626738405523 2.7529079304021988 1.4893295372522699 1.3671217988033699 -0.58506505242683515 -1.4638157584589235 1.0000000180025095e-35 2.044301423488688 0.90861667985266881 -0.14696914693305527 1.5000474066749905 -1.1518930796242282 1.4388084289350307 -1.554928326775914 1.9168452977401278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 9 -9 11 -11 13 -12 -4 16 -16 -8 29 19 24 23 28 -23 -21 25 -13 -6 -28 -22 -18
right_child=2 -3 4 -5 26 -7 14 8 -10 10 12 18 -14 -15 15 -17 17 -19 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.031750170533058508 0.017425749034798436 -0.035049399301190075 0.0049701467468827067 -0.00027342053806192083 -0.025371767571973416 -0.032304607320186911 -0.039178601990999741 -0.012268720117035736 0.050303351516099062 -0.052183795946406722 0.016944559774686823 0.023918380772341326 -0.084450970576880557 -0.022338111974338225 0.0167418212988843 -0.040776132944369152 0.012271304549575578 -0.053812521465541066 0.001801314497726193 -0.041658882133133186 -0.05663096845066156 0.016149853053955495 -0.053220422154597637 0.059359937872949256 -0.0095337023415676073 -0.046454698929549364 0.022963268681519541 -0.030305617434655131 0.033339655757200957 -0.054400948384339523
leaf_count=68 547 293 704 352646 82 213 102 704 38 110 141 369 21 403 91 283 601 46 1190 109 24 820 44 26 468 35 748 66 900 39
internal_value=0 -0.4672 -0.00274201 -0.00488071 0.0714699 0.0416836 0.0567805 0.0997611 -0.170761 0.140374 -0.33784 0.166596 0.105295 -0.0771109 -0.16649 -0.511417 -0.00952062 0.0986287 0.228148 0.310218 0.41274 0.453271 0.258257 -0.399772 0.0698814 0.354792 0.306164 0.38705 0.632745 0.176596
internal_count=361931 361 361570 353193 8377 7481 7268 6106 742 5364 272 5092 162 1107 1162 374 788 686 3985 2795 1923 1788 864 135 872 404 896 814 924 640
shrinkage=0.05


Tree=4572
num_leaves=31
num_cat=0
split_feature=1430 1160 678 809 1230 1356 1464 1470 419 1108 941 768 292 1193 471 1287 72 547 1460 1470 1174 1039 641 205 552 832 842 142 318 1231
split_gain=9.59969 22.0749 14.2921 15.3226 18.3984 19.615 23.4555 17.3262 16.3731 15.9293 14.9094 16.6557 16.7731 17.1727 16.3569 18.9823 19.7098 17.8753 17.6137 20.4898 17.5055 19.1618 16.2551 16.167 20.0805 16.9003 18.7032 16.4549 16.4213 15.8658
threshold=1.0000000180025095e-35 1.0000000180025095e-35 6.0948733974029876 1.0000000180025095e-35 1.6923484487219613 1.1703909184639636 2.206306815114301 -0.66864575383138913 -1.2056951892436554 -0.48956439133516189 1.0000000180025095e-35 0.35173770816587152 -0.88285524778459201 -0.55849780982563846 1.0043670984357114 2.0134489336482666 1.2352749495358499 1.8342678577878966 2.1766445922526838 -0.44788115798508937 -0.78938517003506603 0.03910955606463979 -0.90478148229094368 1.3370782873026934 0.033945239584215102 3.2669015190696942 -0.75742693342923417 0.54058644897864905 1.4025286710420199 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 7 -6 9 -9 11 12 -1 -14 15 23 17 20 -16 -20 -17 -22 -13 25 -25 26 27 28 -12 -28
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 14 22 13 -15 18 16 -18 -19 19 -21 21 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.017136206744661382 0.00036632151439575079 0.00027538088500387523 0.027690043198160152 -0.00020313767376094487 0.0019818353689085616 -0.041298108325729881 0.03018131256297862 -0.045986113838456834 -0.016971636370862749 0.11998061791953923 -0.010031143560945303 0.0098273630728609833 0.005774162148078351 -0.0052863292229276514 -0.011744110569890342 -0.010395737494466114 -0.013674553022435544 0.091934339882408289 -0.01361597363705456 0.061773432741745848 0.033207218748394489 -0.0097952546519468938 -0.015289351833342887 -0.0032146482287999088 0.026361790418387085 0.036060887310138283 0.0031582436606470681 -0.028624727863860847 0.024564973910594295 -0.0077325926297618563
leaf_count=2140 197825 86293 147 22214 1228 314 213 25 3807 31 3276 791 4020 10408 3205 214 269 55 105 80 596 178 7866 761 637 275 8637 1434 368 4519
internal_value=0 -0.0176818 -0.0542975 -0.056629 -0.0856556 -0.22867 -0.187086 -0.227263 -0.319653 1.26627 -0.0657711 -0.121842 -0.0730766 -0.0401271 -0.0189568 0.0132012 0.263316 0.398501 -0.183273 0.490335 0.341295 0.494038 -0.253996 -0.0161148 0.235751 -0.0438154 -0.0543972 -0.229391 -0.127577 -0.00249275
internal_count=361931 164106 77813 77666 55452 5618 5304 5091 3863 56 49834 25225 16568 14428 24609 21219 1312 1043 3390 185 988 774 8657 19907 1398 18509 18234 5078 3644 13156
shrinkage=0.05


Tree=4573
num_leaves=31
num_cat=0
split_feature=871 600 1251 1321 136 691 1469 1187 147 326 1184 1190 693 1470 1459 699 705 1168 425 1240 1465 745 1046 53 193 756 189 1390 339 710
split_gain=9.49999 13.0842 24.5516 22.5795 20.4477 16.954 13.2694 16.0971 18.6963 21.4785 16.846 17.2714 17.5979 15.9826 32.7024 16.1537 14.9381 22.0157 14.9062 18.3858 14.7808 17.8719 25.7752 22.3568 16.7055 15.6461 14.6552 18.984 17.3518 22.4712
threshold=1.0000000180025095e-35 3.5873979600380177 1.9212078218522202 -0.19426979813665921 0.29354126695391658 0.78204720916748072 -1.0588145806293296 -0.8707700411448458 -0.55257435972243207 4.5800142382066324 -1.0506129988564821 3.0412637214590359 -0.11523139714554394 0.22229707940546359 1.2152997685819131 1.4570633549006791 1.5025377326640457 0.56478982777245867 0.26501284487601789 2.9131880697467785 0.066953218018581756 1.0000000180025095e-35 1.1390597287888038 1.2912025798565661 1.0000000180025095e-35 -0.89530060638539533 1.0062439196653703 -0.86830070337953302 0.2268407935972768 2.4790415170315945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 -3 -6 13 8 10 -10 11 -8 -13 14 15 20 26 -18 -16 -20 21 22 -1 -23 -25 -26 28 -28 29 -15
right_child=-2 2 3 -5 5 -7 7 -9 9 -11 -12 12 -14 16 18 -17 17 -19 19 -21 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.011349772092779344 -0.0015417546505378825 -0.020702383496591099 0.10419383020677053 -0.019282150119804508 0.00037056083165493809 0.071486933380009277 0.0036379688844189136 0.00022493797285438665 -0.00472275206516752 0.093070177905360499 -0.0035808317625333715 0.0057879549376548657 0.057087138177806043 -0.0023070464424837919 -0.0070127791864788474 -0.0076869276482451595 0.018531059161232797 -0.020689943844663529 0.0084184983500277862 -0.031164491516375781 0.0057199669685833333 0.017405931013197668 -0.027193324878451802 0.098988708824802166 -0.061779122083412935 0.046697253947325663 0.010523641277656337 -0.012001080594407182 0.0058300556854484452 0.018856566622601486
leaf_count=1906 71831 1596 54 55 294 43 7525 205120 27118 21 6321 197 156 14120 3328 821 1026 266 1598 142 6574 1607 244 52 20 119 629 2885 5670 593
internal_value=0 0.00256016 -0.203753 1.03686 -0.268504 0.215164 0.00374947 -0.0031904 -0.0502746 -0.0916845 0.0220601 0.101199 0.594237 0.0398132 0.0914193 0.155757 0.00361622 0.238908 -0.0526853 0.103663 0.177161 0.280418 0.145656 0.434227 1.07903 0.688062 -0.00900857 -0.154218 0.0121374 -0.0277334
internal_count=361931 290100 2042 109 1933 337 288058 246458 41338 27139 14199 7878 353 41600 16411 11343 25189 1292 5068 1740 10522 3948 2150 1798 191 139 23897 3514 20383 14713
shrinkage=0.05


Tree=4574
num_leaves=31
num_cat=0
split_feature=862 261 712 1448 628 785 279 834 836 907 486 141 1110 354 429 740 904 696 1259 1212 126 926 40 1048 1452 783 1091 1395 287 138
split_gain=9.48337 13.0245 14.9105 16.49 14.0618 13.5046 13.6629 12.8676 16.3405 12.8063 14.877 17.6943 17.7947 17.3712 16.0561 19.6107 17.5599 14.4061 14.1053 14.6001 16.8094 15.0521 13.7812 15.3631 13.9561 16.6483 15.8637 15.0375 13.725 14.0347
threshold=-0.97446007815901359 2.1775222360406636 -0.63779424894106762 -0.46030045903647193 1.1993393771232206 1.0000000180025095e-35 -0.60660868808589929 -0.89820842854327509 0.66798671976991397 0.66134835341173759 0.58264304087990071 -0.089666075025283606 -0.22897894147764061 2.3713678436267585 0.45885539513007417 1.6535846841559774 -0.51765464356497148 0.1259619880251813 0.013049167277836412 2.2937447479585589 -0.67811062752501949 0.87156076383787762 -0.60919465559458574 2.3511518197997785 -0.38490958654951546 0.2400496438953339 0.69009342306031496 -0.17591765401510345 1.2032249238189121 1.1267078219554132
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -3 -1 -9 10 14 -12 -13 -14 16 28 22 -17 19 -11 -21 -22 -4 24 26 27 -24 -26 29 -16
right_child=-2 4 9 -5 -6 -7 -8 8 -10 18 11 12 13 -15 15 17 -18 -19 -20 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.018322819413783765 -2.0391745980579468e-05 -0.033805233384268461 -0.03189016732479226 0.0091990965509398115 0.11380018824270498 -0.035390539114232178 0.035080976238705742 -0.028632939386169245 0.053507199216523575 -0.010486693141273097 -0.033658032987391978 -0.023931809143887837 0.0013891730560906621 0.093595162902934015 0.009306398155448212 0.094978461640857562 -0.019091195338829237 -0.019183871560690589 0.012600423818873809 0.14349070336819703 0.075287986182758171 -0.052681689440031924 -0.02720351067032949 0.093202083797535293 0.015383835950747285 0.034066937728207229 0.019886000798770721 -0.023884670917748135 -0.031617589271666142 -0.029492118521035754
leaf_count=170 347105 56 263 2092 22 83 235 555 33 1509 933 625 553 30 1428 44 2451 25 1455 20 22 36 578 28 394 300 141 334 208 203
internal_value=0 -0.0696513 -0.084412 0.0752021 0.362097 0.253349 0.473129 -0.260522 -0.446252 -0.131683 -0.183387 -0.372341 -0.180318 0.138718 -0.115311 0.0812149 -0.211402 1.25225 0.0307737 -0.142439 0.908461 0.218665 -0.0309603 0.0509174 0.016246 0.205212 -0.291738 -0.0300644 0.0212356 0.1003
internal_count=361931 14826 14430 2850 396 374 291 758 588 11580 8538 2141 1208 583 6397 1908 4489 69 3042 1587 78 58 2038 1775 1747 1028 719 728 1839 1631
shrinkage=0.05


Tree=4575
num_leaves=31
num_cat=0
split_feature=785 885 1457 81 1107 1002 1461 332 464 1065 568 988 983 1325 1242 1382 1045 24 489 1117 1080 7 1383 155 1369 207 183 905 925 704
split_gain=18.3358 15.3997 21.2773 19.6251 18.3132 20.0152 21.6458 21.1987 29.4074 22.9553 22.5059 20.3919 18.884 18.6285 19.2059 18.855 18.6231 17.851 20.7481 17.6566 17.3934 17.3006 18.6881 16.9933 18.6624 16.3671 17.7836 21.1583 16.2798 16.2136
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.1720793062237382 -1.3056775892169139 0.69854289147193727 5.4281164756817288 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 -1.1525449550552225 -1.3820670939764912 -0.30518366188602924 -0.1655977563054756 -0.86273403807903126 -1.4119668126558766 1.0070162970853074 1.0000000180025095e-35 2.5097233704611908 -0.031319492874462625 3.9810989087578279 1.1885859231007136 1.9172814358360368 1.0000000180025095e-35 1.0000000180025095e-35 1.2008414545755504 1.2443391215191413 -0.38288659355342758 3.2670913131015618 -0.24729554537372936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 3 -3 12 7 21 8 -6 11 -11 -9 16 15 -15 -13 -5 18 -16 -20 -2 22 -7 24 -18 -19 27 -27 -17 -24
right_child=1 2 -4 4 5 6 -8 9 -10 10 -12 13 -14 14 17 28 23 25 19 -21 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.2714852657787378e-06 -7.6520877312033587e-05 -0.0002371083189155966 0.00040723097777151937 -0.00014494582593584508 -0.00013762956190454655 -0.00011459539132181851 0.0010768994295993933 -0.000587694956827705 -3.036381528353157e-06 0.0004993540472548317 -0.00015325207425720655 -0.00045774698057544059 -0.00039800257713812082 -0.00011111047810120923 2.7807006682518027e-07 7.8149666773330272e-07 -0.0012209752065200589 0.000124895063534684 0.0013050138095996972 -6.087702117708904e-05 0.00020130446348743959 -0.00038297100235183386 0.0006793538389625824 0.0010809731010423946 0.00061082413807758609 0.00092807812858349838 -0.00056762428496431687 0.00027113322161133156 -0.00051792580290837729 -5.9936375020022093e-05
leaf_count=29559 233988 3422 426 1737 20972 10256 56 298 16423 219 4341 532 2120 2160 6752 15635 74 8756 79 67 953 1117 214 154 94 271 75 630 290 261
internal_value=0 -0.0652121 -0.0420438 -0.0444546 -0.0392747 -0.0335984 -0.114883 -0.0199991 -0.0646495 0.0106086 -0.124298 0.0290982 -0.211781 0.0331067 0.0771957 -0.0194304 -0.0485539 0.100248 0.0181696 0.753341 -0.0764937 -0.121757 -0.0968225 0.530883 -0.0968166 0.156003 0.402281 0.477243 -0.00794769 0.29758
internal_count=361931 332372 97431 97005 93583 89404 11904 77500 37395 40105 4560 35545 4179 35247 18790 16457 2059 16630 6898 146 234941 11848 10731 322 168 9732 976 901 15925 475
shrinkage=0.000980392


Tree=4576
num_leaves=31
num_cat=0
split_feature=1097 1470 269 152 1451 1037 1035 705 910 149 1455 1468 420 1113 418 935 882 1040 365 1316 1468 968 365 1325 1181 149 970 357 1050 496
split_gain=14.955 22.6602 20.5801 17.3272 18.729 19.1632 18.723 17.2584 16.9316 19.456 16.8349 28.0843 17.2248 16.6389 16.4406 16.3193 18.7324 16.7139 16.2988 16.2808 16.4023 15.9529 15.5743 15.2089 18.1681 17.9203 17.8312 15.8931 16.0677 16.7996
threshold=-0.64966988391888181 -1.1535394197080833 -1.2832447556410924 2.1171177476311756 0.75140231727557782 -0.75194863210017393 -0.088446804417332617 1.4125972960924511 0.82596748510626528 0.15792979423085626 1.3141790966806519 1.2465044061975814 -0.94027280380232636 1.9936656149011287 1.7724915768289919 2.2167168694331139 0.44470034393954044 -1.0347510493133616 1.4239967677477152 2.9861019367535362 2.8970362673674974 2.0084989127880917 -1.1245270548591002 -0.11747933398026052 -0.40224218144634477 1.1141829755088977 0.30814178342936177 0.75594710763866246 0.3414421888480752 -0.51420365429618264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 8 15 -5 -10 14 12 -12 -14 -3 -4 -17 -18 -8 20 -13 -15 -9 25 -25 -24 -26 28 29 -27
right_child=2 10 7 6 5 -7 18 22 9 -11 11 19 13 21 -16 16 17 -19 -20 -21 -22 -23 23 24 26 27 -28 -29 -30 -31
leaf_value=6.0654712595840306e-05 -0.00010269930741725902 -4.9058284099896606e-05 5.7965318316317242e-06 -0.00024415275288183904 -0.00028352524651337256 0.0001271426377009301 0.00056259439274619735 -0.0003993012764763117 3.1644887721663726e-05 0.0015900312505071651 -0.00016354252975912093 -0.00049028305443843238 0.00020493137964047132 -0.00035514345013798053 -0.00018475457141799465 -0.00015352257554968597 0.00070476424843841077 5.5306723834253204e-06 -0.00052516466406656839 0.0012912350804616364 1.3598045194846325e-05 0.0012814046022609658 -1.0828445398406469e-05 0.00037701692343117829 1.6487282502763889e-07 -0.00031363751360572373 0.00041472232180137945 -0.00028632191021571278 0.00090235614708415388 0.00057954453118473376
leaf_count=12067 26745 92458 185507 669 811 3676 578 377 138 47 1182 922 4956 515 8041 7441 155 3991 80 34 511 28 5729 1664 2170 191 604 167 234 243
internal_value=0 -0.0355353 -0.00150512 -0.061882 -0.0762601 0.0623038 0.177782 0.00590535 -0.0637018 0.541849 -0.0484924 0.0540364 0.119025 0.169518 -0.0588539 0.000925245 -0.0836487 0.0355456 0.450218 -0.243075 -0.28305 -0.245672 0.0904936 0.104229 0.202505 0.0344157 0.0941117 0.338564 0.488108 0.215264
internal_count=361931 120714 241217 32744 31232 4487 1512 208473 854 185 108647 8148 6681 5499 100499 197094 11587 4146 658 1467 1433 543 11379 11002 4438 6564 2774 835 668 434
shrinkage=0.000980392


Tree=4577
num_leaves=31
num_cat=0
split_feature=1392 125 609 1092 500 809 430 534 678 426 941 618 1043 1449 1118 219 1106 691 1425 555 222 284 1011 775 500 1422 1023 1389 1221 1465
split_gain=9.60064 16.1468 21.2942 16.653 17.2811 16.5309 16.5097 16.6579 16.9175 15.3488 15.337 15.332 16.298 18.6985 16.6216 16.2569 22.2529 20.72 18.672 18.191 18.6531 17.4008 18.0543 17.4499 17.0822 16.8473 17.4076 16.0842 15.5075 15.6867
threshold=-0.31509801393811826 1.5320262332576917 -0.93177752141597858 3.5957525378519168 -0.58071271635556854 1.0000000180025095e-35 -1.4145401837796714 -0.65191143814350749 4.1789455680259513 1.1341252927598677 3.0707296396180284 -1.4147875658213491 1.5600333873259964 1.4497954797158366 0.46372568720110757 0.77037032920009751 -1.3878562720739718 2.512505597105847 -0.49854827941355384 -0.95946189922720837 -1.1759254223015316 -0.15476048814562224 -0.44652962571832033 2.2066305811917224 0.35713710085618466 -0.47136562738859977 1.0033664599103493 -0.4902687400255174 1.9111042213368361 -0.22182333324429437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 11 5 6 -5 -3 -4 8 -8 -7 -1 12 14 -14 -2 17 -17 -13 19 -18 24 25 -23 -24 27 -22 -27 -21 29 -20
right_child=1 2 3 4 -6 9 7 -9 -10 -11 -12 15 13 -15 -16 16 18 -19 28 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010073483517835365 -0.0020519226456144819 0.0036634156748059261 -0.018756805002434294 -0.045731439217653699 0.003618084778693693 -0.014732268420084564 0.0022035086289066948 0.0095947631976111246 -0.089860163421442277 -0.072749705225849545 0.0091966430093400921 0.0012408350732024506 0.013032057122632328 -0.040460673636219566 -0.010728081869607489 -0.027735075017345213 -0.021265365326891439 -0.011112423376825747 -0.0016728135268244413 -0.041602708130060596 -0.00025315103278012276 0.002573143017508564 -0.013331280754973088 0.060179766459556611 0.07085703124757374 -0.016684079462506565 -0.0012470838680802275 0.033620236650688994 -0.015551992706499224 0.004675837402135302
leaf_count=169053 15084 800 342 142 157 829 5336 7080 24 67 1755 115168 1294 100 5614 565 1017 2103 10273 64 2487 5862 1415 39 74 3789 1445 100 764 9089
internal_value=0 0.00729492 0.0741126 0.101094 -0.375373 -0.16651 0.112945 0.1247 0.0364759 -0.374985 -0.0174513 0.000434557 -0.0681115 0.181909 -0.0901289 0.00743645 -0.0341507 0.0209235 -0.028128 -0.0881539 -0.0700529 -0.0805237 -0.00489021 -0.225349 0.55968 -0.163204 -0.243342 0.129102 0.016204 0.0279454
internal_count=361931 191123 14777 13081 299 1696 12782 12440 5360 896 170808 176346 22092 1394 20698 154254 36983 117271 36418 16292 15275 15037 7316 1454 238 7721 5234 164 20126 19362
shrinkage=0.05


Tree=4578
num_leaves=31
num_cat=0
split_feature=785 728 519 728 507 869 921 783 126 1022 140 1443 907 727 382 789 657 1450 1469 1452 1465 1454 1452 1468 1305 1465 1462 289 0 553
split_gain=19.4902 14.7179 14.434 20.3233 21.5457 21.3972 21.2309 35.1602 20.5923 21.143 21.6395 19.0614 18.9421 18.5189 22.192 20.1814 18.2437 17.9231 24.2355 22.3669 22.258 21.0734 20.8083 21.0986 20.012 21.2086 19.133 18.9433 18.4659 20.294
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 -0.49008176997875957 0.65809631222906606 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.593744732512876 -0.69784808892615657 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.2603408215975165 -0.67806027517800449 2.4543291550814752 -0.58911782507014421 -0.4704356069848657 -0.74726004084035758 -0.55537993649074191 0.66741765750458459 -0.66537623572488702 -0.5670929362456224 -0.19885837063566666 -0.3003509105959396 -0.89306054631547005 0.4461113146170842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 8 -8 9 12 -11 -9 -5 -4 15 -15 -6 18 21 20 -19 -10 23 -21 25 26 -24 -23 29 -26
right_child=2 -3 13 5 16 -7 7 11 17 10 -12 -13 -14 14 -16 -17 -18 19 -20 22 -22 27 24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00010351657924187787 -4.9377103859860184e-06 5.9625203416489408e-05 -3.8108036130897843e-05 8.0697498810968438e-06 0.00012331665295621709 -6.4660190221916311e-05 -2.1647203346706998e-06 0.00025619633329484315 -0.00030076890900645082 0.00064395190707367813 1.3499614089219497e-05 -0.0001067050946230426 -7.9608800034429154e-05 0.00022832746418531463 -4.3412457354296046e-06 -6.9595722455956049e-05 -0.00028204057408294471 0.00020475546960802699 0.00044806814419676947 -0.00043562473550107738 2.2012270168254764e-05 6.9297268319668632e-05 -0.00026947555829481541 0.00057885266371827851 -4.173515612675434e-05 -7.9306874261134662e-08 3.0123091809624694e-05 -0.00012131153393218059 7.9977251322315562e-05 -0.0006409111461941001
leaf_count=3396 48652 26163 9447 17815 9956 85264 18652 4219 2271 372 658 840 61767 5244 5700 1127 575 5330 392 1124 7896 4446 4201 110 1529 11025 1633 6826 14837 464
internal_value=0 0.0440477 -0.0164392 -0.0210842 0.0166895 -0.0311541 -0.0165779 0.0457344 -0.0280382 -0.0548876 0.248551 0.204527 -0.0601016 0.0370764 0.0896573 0.175734 0.104876 0.00250325 -0.0709356 0.023277 0.101234 -0.0886558 -0.00805312 -0.327878 0.00190662 -0.0564008 -0.179818 -0.0501097 0.0560829 -0.164486
internal_count=361931 29559 332372 310854 59183 251671 166407 23711 142696 80612 1030 5059 79582 21518 12071 6371 10531 62084 13935 48149 13226 13543 34923 1234 33689 16859 5834 11272 16830 1993
shrinkage=0.000980392


Tree=4579
num_leaves=31
num_cat=0
split_feature=785 727 592 434 568 1329 222 1331 154 80 906 145 145 814 1449 533 630 1278 141 708 1448 568 1034 429 911 207 492 1400 1165 971
split_gain=9.72667 11.0753 11.0285 12.3875 14.6255 13.4761 12.714 12.3626 14.9361 15.3857 13.5993 12.2836 11.8671 11.8572 16.2752 12.4356 11.7662 11.656 11.2842 14.0145 11.1789 11.364 11.0337 14.7781 13.1079 11.1396 13.1278 12.3546 10.8888 10.8738
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.59494694347224619 1.365519071788371 1.2776388294157959 0.12519785459941982 -0.94942521945796921 1.204911041466034 0.41209877317962818 0.40913863765646991 0.84952586856858192 2.6255108403578329 0.47229599487679058 2.2015948587698024 0.28981675053332695 1.0000000180025095e-35 0.57340043483408787 -0.32715411899638508 -1.1843548522973706 -0.28054811498733806 -0.31446164058015075 0.11284485864537297 0.71742563768805134 1.2242357559430979 0.84230724644971555 -0.17385618604703351 -1.0418343699645514 1.3666966813194341 1.0000000180025095e-35 -0.8891902375834092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 11 6 -6 12 8 -1 -10 17 13 -5 22 -15 -16 -11 -9 28 -20 21 -21 -4 24 25 27 -27 -24 -8 -3
right_child=-2 29 3 4 5 -7 18 10 9 16 -12 -13 -14 14 15 -17 -18 -19 19 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.014580972553474153 -0.00038017566465945726 -0.0051057077550783004 0.0016011029819127673 0.028749811518518242 0.04759167202354174 -0.07304661468334582 0.060692005715795062 -0.051425430184412528 0.005837714396050262 -0.042818732251669683 0.033314023661189705 -0.036552829009789449 -0.033627063936236483 -0.044008810176207752 -0.017141590133225582 0.068045381694557705 0.021956039440853461 -0.00026300402991635087 -0.057279870774527578 0.028832637110565613 -0.038879341260982227 -0.038178334608628239 -0.040181585450852472 0.018816889958499547 0.013271402725859678 -0.065801298948981277 -0.0038164643734538393 0.014306703625310691 -0.036838383753925341 0.0046656091401640542
leaf_count=1471 332372 1561 7358 101 71 20 26 125 490 169 52 151 75 193 60 26 41 99 222 90 202 59 404 192 178 52 523 61 40 15447
internal_value=0 0.0352844 -0.0135163 -0.0462893 -0.312183 0.562318 -0.415731 0.116642 0.170257 -0.0950138 -0.326747 -0.0237323 0.127791 -0.0146106 -0.478989 0.280395 -0.593907 -0.57086 -0.577711 -0.686435 -0.380122 0.0904411 -0.00102602 -0.183849 -0.27821 -0.378981 -0.175977 -0.650831 0.355157 0.0742651
internal_count=361931 29559 12551 10104 906 91 815 2447 2171 700 276 9198 176 9047 279 86 210 224 639 573 351 149 8768 1410 1218 1040 575 465 66 17008
shrinkage=0.05


Tree=4580
num_leaves=31
num_cat=0
split_feature=888 785 713 803 597 126 567 694 1465 983 678 744 1458 484 1396 762 1278 770 1328 281 1448 1457 6 1458 1449 525 1459 885 708 603
split_gain=17.6398 16.4387 17.6126 15.9783 38.8241 26.8608 25.8869 21.4048 18.674 18.551 17.7972 19.2557 22.5955 21.7425 18.1945 17.7434 19.4006 18.0686 17.7626 20.0033 18.202 17.4322 17.3904 17.2383 19.4906 19.6891 21.6179 22.5393 21.2614 18.8946
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.85523949479533445 1.3592535390735871 1.402259659649604 -0.053810745209331094 1.2068919961524249 0.0022353841619276822 -0.29625547643962863 0.34708990927187483 0.44435819641028773 -0.29018812659098675 -1.2906094602203562 2.8407590653525712 0.013126182723518115 0.6890358509658806 1.1101965064752641 0.28081783895032059 -0.077150974949314929 -0.67905868672095371 3.1272900881009673 0.85531694181091844 -0.30532924199584149 -0.60645872206246954 1.0000000180025095e-35 1.1875571719422735 4.8263866747680533 -0.023660812408843556 -0.65487585284458427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 8 7 -7 -6 9 22 -3 12 13 -12 15 16 -13 -17 19 -18 -20 -14 -5 24 25 -15 27 28 -27 -25
right_child=-2 3 -4 4 5 6 -8 -9 -10 -11 11 14 21 23 -16 17 18 -19 20 -21 -22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.00013509596736980967 -6.1392364971092869e-05 -3.4999997855008856e-05 6.2866683016343574e-05 0.00012793628697890824 0.00026632332739642101 0.00044516157622503483 -0.00070858982757189375 -0.00012579510730194879 -6.0968463841505884e-05 -2.157592323437148e-05 -0.00072648312577508782 -3.2237631652424474e-05 2.0365409598813975e-05 0.00017055893711874883 -0.00058164551529078182 0.00017257544739633236 -0.0002360612485313373 -0.00011053959004369903 -0.0002353081713515665 0.00033715583383701957 0.00077569212672184984 0.00038295313875165036 -8.0076933426299522e-05 -0.00090501507077110177 -8.7412470908750358e-05 -0.00022322555285279432 0.00043837884210439756 0.0013664351483614653 0.00017525267379336231 -0.00010926203082989725
leaf_count=2683 46198 165028 23889 11042 4891 116 273 690 15804 15238 282 9110 26091 3266 221 7862 512 1196 100 554 342 563 2460 262 18550 2996 312 35 928 437
internal_value=0 -0.00700973 0.0460546 -0.0123779 0.0235691 0.183788 -0.353695 0.221826 -0.000651525 0.034266 -0.0208596 0.00742325 -0.0155072 -0.0633134 0.0649713 0.0716194 0.00846077 0.139872 0.227963 0.0765995 0.574296 0.02979 0.0937209 -0.0569937 -0.0478367 0.0482313 -0.0578092 -0.111251 -0.131924 -0.431277
internal_count=361931 315733 26572 289161 50514 5970 389 5581 44544 28740 238647 73619 53722 27068 19897 19676 10618 9058 1508 1066 442 26654 13502 26786 26087 7537 4271 3959 3924 699
shrinkage=0.000980392


Tree=4581
num_leaves=31
num_cat=0
split_feature=705 1166 497 752 1441 376 795 842 565 81 705 566 776 21 813 748 651 1469 579 87 843 1455 1470 697 913 1201 1187 362 835 928
split_gain=16.9362 26.9752 22.7224 22.4845 21.3246 20.191 18.6571 23.6513 18.9711 19.6411 18.9523 20.6236 18.2824 17.731 22.2012 22.0535 19.4928 23.7141 21.0903 22.6941 20.0519 19.0357 26.3865 22.9872 18.4102 18.3955 20.2831 19.0015 20.8829 20.6897
threshold=0.41040386000896778 -1.2508507625752519 1.4259687459988883 -0.76455979573956789 1.0000000180025095e-35 1.2189113891555967 -0.29258408639884992 -0.80689104056718708 -1.449115678969781 -0.89343106475525358 1.215584911221339 -1.0413097899348147 -1.0894192210861224 -0.70163543588998201 0.44561103650162237 2.3188760003929425 1.1107569744011787 -1.3263328046252252 1.0000000180025095e-35 1.082270034794548 1.4283687790122588 0.80851755981579754 1.1605466117522381 1.1849159845794115 0.2033186708601831 0.87496205445575626 0.33390044957145332 -0.18314918874359223 -1.6948420247716964 -0.97827964681891932
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 4 3 -3 12 -4 7 -5 -8 -10 11 -9 -2 21 15 16 18 -18 19 -15 25 -1 23 -23 -21 26 27 28 -19 -29
right_child=1 2 5 6 -6 -7 8 10 9 -11 -12 -13 -14 14 -16 -17 17 20 -20 24 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.0677235144719076e-05 0.0001754375252821823 -9.8197190968432482e-05 6.8141939984535748e-05 -7.8448053600141095e-05 -0.00018394058531828966 0.00030724126795537472 0.00031725846541882599 -0.00024791136365884291 -0.0001922983469181998 -5.779360923370814e-06 0.00016262753426123276 5.6394165741441102e-05 -5.8919582723842273e-05 -5.0410396990731941e-05 4.9750213018972263e-06 -0.00027668426597887236 0.0003329209801717722 0.0011555843365105727 8.6861583992539755e-06 -0.00029842623922962799 0.00013031725366428095 0.00017163064531634567 -0.00053888234657956157 -0.00012275907636863725 -2.7375511280212762e-05 9.8726831671628487e-05 -0.00033023271692230041 0.00044288617055899106 -0.00027222284126039438 -7.853574543817109e-05
leaf_count=59731 2324 11950 10612 6324 8579 1897 1020 1292 3412 44745 8219 26817 12481 55532 40060 3265 417 44 32121 4898 1029 7499 398 1860 2639 1191 4480 439 3549 3107
internal_value=0 0.00698238 0.0193026 0.00783983 -0.0755798 0.105205 0.0180655 0.0521052 -0.0114047 -0.0170856 0.0728477 0.0455364 -0.0203069 -0.0260192 -0.0400976 -0.0586639 -0.0534056 -0.134563 -0.0403019 -0.0674855 -0.154192 0.00747962 0.100622 0.122762 -0.206477 -0.182735 -0.211897 -0.131447 -0.254232 -0.0053754
internal_count=361931 139672 116288 103779 23384 12509 91829 42652 49177 48157 36328 28109 14805 222259 152771 112711 109446 14256 95190 63069 13839 69488 9757 9359 7537 12810 11619 7139 3593 3546
shrinkage=0.000980392


Tree=4582
num_leaves=31
num_cat=0
split_feature=1431 1020 945 1462 899 1189 614 898 572 568 1247 795 837 968 1046 1249 1174 1119 1173 346 637 700 1184 1469 420 641 213 870 763 1191
split_gain=9.6251 11.9459 14.1624 15.3321 13.9626 14.8393 12.3824 12.1298 15.4271 13.7779 17.4256 15.0015 16.9831 22.886 16.4369 15.8657 16.143 15.6109 18.0594 17.5918 15.5644 14.2311 17.7292 17.7845 15.5721 24.887 14.5359 15.6517 15.0072 15.3615
threshold=1.8641952677858011 2.1590889378513896 1.0000000180025095e-35 1.1880714473397529 2.4596412555602214 1.0642365067498873 0.78811112581584963 -0.12536203293443532 -0.59303353752189192 1.632371538695879 1.1656135049201748 -0.80684465664869354 2.0087930858011229 -1.3120802826033231 1.1390597287888038 -1.4491778338867087 -1.02166000067342 1.4536753528397262 -0.75485020228581479 -0.23030015308958729 -0.39233778924481921 0.1749094743816946 1.8899594386042964 -0.63393269545937792 -1.3027216776317823 -1.0000000180025095e-35 0.20060358793414032 1.0000000180025095e-35 1.1403353495860766 0.29019008639063198
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -4 -6 8 -2 11 -11 12 14 -14 -9 -13 -17 21 -19 -20 -15 -18 23 -23 25 -25 -26 -28 29 -29
right_child=1 -3 4 -5 6 -7 -8 9 -10 10 -12 15 13 20 -16 16 17 18 19 -21 -22 22 -24 24 26 -27 27 28 -30 -31
leaf_value=-7.424249378781085e-05 0.0043322268890554991 0.021040929332367314 -0.010083621640932001 -0.017535434248547147 0.080099314114044917 -0.041840769265631947 -0.042141146762485357 0.0093335453999739797 -0.0097473584258857982 -0.03652012605224244 0.075833880123109917 0.0513068885613173 0.29741565328003483 0.12048788378433253 0.071274880050379366 -0.032491567950896902 -0.0058059607342198383 0.098819453756265788 0.050761970464136746 -0.037290177785351042 -0.033018142166654982 -0.017624148990160151 0.093322196327373472 -0.022450475959784368 -0.0023699489556080556 0.1757527237339718 -0.0023636554222994633 0.063232476168441673 0.1692915926611076 5.1509169329539896e-05
leaf_count=345176 2019 252 3770 1042 45 402 25 780 3799 300 23 87 21 39 72 281 1996 54 71 81 37 403 32 34 559 35 184 170 23 119
internal_value=0 -0.0690582 -0.0802288 -0.0360531 -0.230436 -0.255437 0.920954 -0.00650892 -0.0879984 0.0922171 -0.498632 0.126421 0.492814 1.88119 0.364369 0.0628878 0.0328976 0.0772901 0.750748 0.293198 1.18343 0.0309399 0.237757 0.181774 0.358854 1.86801 0.285772 0.609747 0.958659 0.820008
internal_count=361931 16755 16503 12261 4242 4172 70 11219 5818 5401 323 5078 949 97 852 4129 4042 3761 206 152 76 3555 1559 1527 1124 69 1055 496 312 289
shrinkage=0.05


Tree=4583
num_leaves=31
num_cat=0
split_feature=785 728 332 395 540 1450 203 789 1454 872 942 1040 7 386 634 816 458 296 1464 1451 560 976 486 710 1469 225 223 183 751 804
split_gain=26.1011 17.6909 16.4375 41.8657 26.4868 34.3858 25.141 25.1043 24.558 22.2584 40.7291 25.4034 24.4111 23.8775 23.0403 22.2551 20.8419 20.8814 24.04 25.6931 20.1432 20.4166 20.121 23.7919 19.9399 19.6936 19.5084 18.8761 25.7592 31.0006
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 -0.35262914890079794 1.0605395091208547 1.1248358748350926 0.50933602050530713 1.0000000180025095e-35 2.231519495564001 -0.52037178935754602 0.94425071421226758 -0.5842495347762191 -0.49452392159050335 -0.92870374882376117 1.0000000180025095e-35 0.30327897278366861 0.23587932444621237 -0.30536821463819236 -0.19050337961739619 -1.2591201791253208 1.4335984390013645 -0.35338778544323396 -1.1965077841566287 1.0275645940995326 2.0904034460631342 1.0000000180025095e-35 1.3125698612407326 0.45538871002063286
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 7 16 22 9 -7 27 11 -11 13 14 -13 -12 17 18 19 -6 -9 -22 -2 -24 -10 -25 -15 -4 -29 -30
right_child=2 -3 4 -5 5 8 -8 20 24 10 15 12 -14 26 -16 -17 -18 -19 -20 -21 21 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=-0.00011161192518363206 -8.7256562850800262e-05 6.678817960831738e-05 -1.1345725546742614e-05 -8.6597707514605402e-06 -0.00027516185243003336 0.00018253160210587491 -0.00020571797684286832 -4.3051503867883845e-06 0.00036430038890808089 -5.2358459387392183e-05 -9.8974332235266741e-05 -0.0002459861750365231 -7.8343539119966638e-05 8.3758894793260964e-05 2.7205619961076668e-05 0.00041340350135553295 -0.0001319303103647751 0.00024295056451381278 0.00020212766207895226 6.4078259231324251e-05 0.00021804505279690394 -0.00015447013795861684 -7.3765290408220579e-05 0.00019494687189912916 -8.3487391838747764e-05 0.00094595193989691735 0.0004089146408339165 -0.00012772226481530286 -0.00015005466591461641 0.00046444321756382523
leaf_count=3396 48361 26163 43316 82513 1887 9005 20329 10551 450 22336 469 2125 7224 26551 5384 1630 4547 1674 1426 1797 784 14605 2607 1714 2868 238 883 15494 838 766
internal_value=0 0.0498106 -0.0199704 -0.0403271 -0.00612579 0.0569007 -0.0966315 -0.0182316 0.131192 -0.00529327 0.0227639 0.0118791 0.0427296 0.065968 -0.0436973 0.308544 -0.0258485 0.0465986 -0.0187555 -0.107924 -0.0848603 -0.137723 -0.0704071 0.0869648 -0.02033 0.288834 0.0962045 -0.0378255 -0.101498 0.170013
internal_count=361931 29559 332372 155762 176610 23654 73249 152956 12323 127016 66602 64503 42167 34943 7509 2099 11331 6784 5110 3684 25940 15389 52920 4559 3318 1952 27434 60414 17098 1604
shrinkage=0.000980392


Tree=4584
num_leaves=31
num_cat=0
split_feature=1076 1004 1061 896 623 692 1297 960 549 272 983 1470 290 390 223 1331 526 1047 1272 567 148 917 494 831 561 979 427 1105 280 917
split_gain=9.57185 37.8004 36.3786 19.1849 17.6226 16.6972 16.6654 15.7447 17.0393 15.1705 16.4279 14.5477 17.5752 14.4053 14.3189 14.2193 13.7954 14.954 15.117 19.4936 15.6869 15.7493 16.3058 18.3452 19.1859 19.0699 16.7227 15.6644 16.2312 17.4027
threshold=-0.58297395077464731 0.59444477453878863 -0.87357009987099121 -0.65443709756037149 -0.521173879542291 -0.006971214242120825 0.90600868385389699 -0.64257916016084482 -0.37738911992820184 0.19433589423024392 -0.86319525228606453 0.15922148059223509 0.7550310288794938 0.46621849707376584 3.0701443829635378 0.42090849117634083 2.3757057381457001 0.97071793319108679 1.0425293070791588 -0.49363888467709333 -1.3937437073355068 4.3127385003387806 -0.41148153485828615 -0.942224303277583 -0.0039445317282266936 1.50233675993569 0.71441287436339507 -1.1638323821082304 0.93743235469612196 -0.68229739446570437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 5 -5 -3 14 -9 -10 15 -7 -13 -12 -1 -11 17 -2 20 -20 -19 22 23 -22 25 26 -25 -24 29 -29
right_child=16 2 -4 4 -6 11 -8 8 9 10 13 12 -14 -15 -16 -17 -18 18 19 -21 21 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0023415602373580103 -7.0134721058816567e-05 -0.0012082103767314565 0.00085255842588743524 0.015594307990539012 0.020990221445154791 -0.036073527393921355 0.034723613507661094 -0.0026003370049984065 0.005875436840519002 0.022193175535068204 -0.011382855033691391 0.02283416597211629 -0.078962925228060379 0.0063796897364856164 0.027601786598814362 -0.017364098077347203 -0.0057562632495064521 -0.028737069383995225 0.01870056644861218 -0.00092428206315747763 0.0084941467214997221 0.04688049206678542 -0.03223719814042799 0.00013941852197299498 -0.01846527599235576 -0.03407179962100864 -0.018552353479669954 0.0052726664212294043 0.0086412721261621608 -0.0047455815872634137
leaf_count=30400 256343 1450 6779 579 3027 217 170 8933 11548 531 2457 151 27 842 227 161 10620 398 813 2248 966 68 263 3224 2722 330 815 2741 2043 10838
internal_value=0 0.0210875 0.132247 0.260891 0.341482 0.071296 0.0556226 -0.00627894 0.0374144 0.0796296 -0.0509854 -0.299532 0.168648 -0.125814 -0.0424175 0.267501 -0.00986034 -0.0072937 -0.0582203 0.0832542 -0.0788959 -0.0718798 -0.0753887 -0.16422 -0.203186 -0.111668 -0.0705359 -0.0339608 -0.0254732 -0.0529385
internal_count=361931 67499 12400 5621 4001 974 1620 55099 24472 15539 3991 395 178 3299 30627 692 294432 283812 27469 3061 24408 24010 23942 8057 7091 4369 4039 15885 15622 13579
shrinkage=0.05


Tree=4585
num_leaves=31
num_cat=0
split_feature=639 18 914 764 1182 1392 1053 1250 20 628 840 421 969 1221 834 219 16 207 84 1415 152 498 280 513 1173 1327 969 396 1119 438
split_gain=9.47913 11.6836 12.5189 11.772 16.6968 15.7083 15.3597 15.238 16.8327 16.8917 12.7155 13.967 14.5007 17.0992 15.1058 13.6651 13.545 12.4474 12.6337 12.5317 14.2606 12.113 11.8058 12.6357 11.6574 14.001 11.6069 11.429 11.1378 10.9423
threshold=3.103512251845403 -0.96172625965962155 -0.99328387261019435 -0.26601882863579679 -0.65777417659402382 1.3147894106194622 2.5514981180035616 0.36191071970264627 0.48890697798840338 0.22053560864720884 1.0000000180025095e-35 1.2079491167775287 0.87843281451382138 1.0000000180025095e-35 1.1665421679203358 -1.17150611467376 -0.73456591502106916 -0.095938101153445796 0.64152587803430661 -0.58787182608820265 -0.3251929349731939 1.0000000180025095e-35 2.1157182961479837 2.0831197595613671 0.74213349676949647 0.52642165101239458 -0.59282180519349037 2.8694676476156777 -0.74463123508503748 0.21989934011598489
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 6 7 17 8 -6 -10 15 12 13 22 -15 24 -14 18 19 20 -5 -7 23 -12 25 -3 -11 -17 -28 -9
right_child=1 3 -4 4 5 21 -8 29 9 26 11 -13 16 14 -16 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00011198710356876017 -0.029145630655845103 -0.037562223753348133 0.034095219734219979 0.064940769980066898 -0.031885044217024532 0.053601499531124745 0.082877780106261886 0.014326046627595868 -0.023744312780532014 -0.053140535541758571 -0.029873415832667463 -0.050441713681416506 -0.037515268296888962 0.052125172322199848 -0.064933044109916238 -0.024459310890678543 0.057543753987869477 0.027031778318425317 0.036514064670179085 -0.046272216432957106 -0.034356276253295091 -0.010817239446727073 0.069635918324266952 0.057182427196969289 0.090413003671484193 0.070842727309440967 0.13630395385290503 0.075428006943095385 0.035388888982929065 -0.023966836653442541
leaf_count=355807 89 95 237 43 905 98 39 437 211 44 388 121 32 106 33 2069 98 305 68 158 50 82 24 20 29 37 21 35 87 163
internal_value=0 -0.112177 0.388874 -0.141537 -0.0186079 -0.151256 0.310746 -0.235671 -0.435665 0.12662 -0.269175 -0.00163438 0.114101 -0.0851554 0.686089 -0.398296 0.791266 0.206813 -0.159219 -0.451522 0.271499 0.531747 -0.35216 -0.461852 0.439228 -0.0321592 0.843607 -0.464017 1.18434 0.0785466
internal_count=361931 6124 326 5798 2711 2048 663 1868 1268 363 3087 822 701 571 139 2265 130 624 319 251 93 180 432 408 161 132 152 2104 108 600
shrinkage=0.05


Tree=4586
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 728 869 921 783 507 126 1022 140 395 841 1116 689 1443 657 590 579 760 1121 759 773 791 1450 468 1469 1176
split_gain=17.9732 16.8504 21.2197 23.24 20.4373 20.1328 23.2275 22.8181 35.3733 22.1131 21.4483 21.4554 21.5663 19.0895 20.179 20.3929 19.2209 18.9924 18.1846 17.793 19.0913 20.5976 19.7916 18.3062 17.756 18.29 20.7714 26.1706 24.5765 20.3154
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.65809631222906606 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.0000000180025095e-35 1.2259052867616704 -1.2265353045382643 -1.1110989058077336 1.593744732512876 2.2603408215975165 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 0.80106270623882148 0.58486168351626755 -1.4424959735046412 1.0000000180025095e-35 -0.68105566923231198 2.1467708086619246 2.5330109856685032 0.094857022763173524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 9 7 10 -9 -2 11 13 -13 -7 16 -16 -15 -10 19 20 -11 22 23 -22 -12 26 28 -28 29 -26
right_child=1 2 3 -5 -6 6 -8 8 17 18 24 12 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=3.8281649476424046e-05 -8.2592844123658645e-06 -4.162650443479819e-05 0.00023547515830107257 -1.2365833396983443e-06 -6.4033384176529309e-05 -0.0001122197015840395 -6.8809122332538723e-05 -2.3091661355256305e-06 0.00025615363157584963 9.080789567426536e-05 -0.0003119448259059101 0.00064142297875921517 1.2777998958045744e-05 9.6369246188068465e-05 -0.0009214671350115199 -0.00015284037953234932 -4.0107252470558329e-05 -0.00010553730539559904 -0.00028343755469067836 -0.0001130700728631129 6.9421841500619578e-05 0.00045087571464600426 -0.00060615391773418141 0.0010329798798050036 -3.6961102667271461e-05 6.8431751046155249e-05 -6.9340307078273163e-06 0.00028348812539114769 0.00056615307526830137 -0.00024740359506454841
leaf_count=29559 48652 9447 5244 5700 1127 33669 85264 18652 4219 6192 1474 372 658 5691 279 3934 36009 840 575 1305 621 1573 177 88 5534 16620 32727 1421 231 4077
internal_value=0 -0.0189918 0.0387542 0.0949459 0.182841 -0.0240011 -0.0340051 -0.0188367 0.0456674 0.0135435 -0.0306988 -0.0580499 0.247314 -0.0632898 -0.0349928 -0.192798 -0.019929 0.204682 0.1028 0.123632 0.158837 0.315247 0.055524 0.205292 0.00043268 0.00516321 -0.019213 0.00699859 -0.113224 -0.132585
internal_count=361931 332372 21518 12071 6371 310854 251671 166407 23711 59183 142696 80612 1030 79582 45913 4213 41700 5059 10531 9956 8651 2459 886 709 62084 60610 43990 34148 9842 9611
shrinkage=0.000980392


Tree=4587
num_leaves=31
num_cat=0
split_feature=785 728 784 657 921 726 1002 540 976 775 14 647 590 10 351 64 570 15 909 447 900 1246 765 901 1035 1145 838 907 1382 489
split_gain=21.8212 17.5965 18.5974 18.5341 18.7898 20.3018 23.5111 21.3326 20.9238 19.5326 19.5799 17.658 36.6379 17.1815 16.5585 16.4395 16.392 17.4853 18.6382 18.408 19.3412 18.1113 17.7554 17.6767 20.269 16.6815 18.5874 18.451 17.2291 17.2864
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 0.62154522891879982 1.0000000180025095e-35 0.69854289147193727 0.99026637822014563 -1.1340907276278103 0.13281703179381904 -0.29015431142025017 -0.87782724458594241 0.58895901036483078 1.1855328726172645 2.0347385979342092 0.58408534944085788 -0.4998781572545779 1.9016026118134437 -0.21963219460843428 0.59972846529787971 0.41331674494487913 -1.1275752352374568 0.57148697826932571 0.80839247424455241 1.322839906388789 1.0000000180025095e-35 -0.98986954280135453 3.0421924527387119 -1.1353192862536305 0.46611829456460607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 7 13 -9 10 -4 12 14 -7 -3 -5 17 18 25 20 22 -21 23 -20 -25 26 28 -27 -13 -30
right_child=1 11 3 15 5 6 -8 8 -10 -11 -12 16 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=4.4127391421563787e-05 -1.8696537433598643e-05 -1.960792725813098e-05 -2.202824493605048e-05 -0.00010306911389377948 -9.313884192726204e-05 0.00033289018159035931 -0.00010992002650724202 -0.0011052231805737207 3.9464236858241984e-05 -6.6710242092017281e-05 0.00010888466653105051 -0.00031259237249234019 0.00035532145714300587 -6.8511830438568126e-05 -0.00093543886822003723 -0.00074176633643933888 -8.3391555632504865e-05 0.0002604710507119762 -0.00024988449531933071 0.00085471328583407028 0.00012601613007691146 0.000152616715445071 8.9289532327087567e-05 3.7919344362702213e-05 0.0014572304189385194 -0.00021298063815240525 -7.8431504147551608e-05 0.00094298771097031458 0.00044245843759098722 -0.00014182004344596261
leaf_count=29559 190291 4669 10038 1706 1564 4404 1062 84 896 9589 12032 383 1384 530 152 241 61493 1214 3705 177 3736 2615 2270 780 76 6915 8734 98 1118 416
internal_value=0 -0.0188826 -0.00888648 0.0328209 0.043341 0.132891 0.181811 0.235164 -0.0477274 0.01767 0.0535423 -0.049091 0.073976 0.294593 -0.0437336 -0.172205 -0.0589943 -0.0120953 -0.0252361 0.0411813 -0.00811287 0.211209 -0.0912408 -0.183233 0.167397 -0.0865895 -0.0239482 -0.198595 0.19353 0.301146
internal_count=361931 332372 232437 42146 40199 8540 6976 5914 980 31659 22070 99935 6205 4934 4821 1947 93730 32237 31023 13359 10567 2792 6831 4561 856 17664 10651 7013 1917 1534
shrinkage=0.000980392


Tree=4588
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 728 869 660 1452 1470 921 689 689 508 728 420 1466 21 264 1463 216 1450 219 1452 138 1453 354 1242 1469 566
split_gain=15.2944 14.2354 19.9632 21.8839 19.7325 18.1159 22.0127 21.0792 19.7965 34.5512 20.5815 19.2652 24.3254 26.201 22.8641 20.5966 18.923 18.6163 18.7416 21.714 21.2069 19.2913 27.9912 24.3422 22.3391 21.4059 19.436 19.0522 18.672 18.3526
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 0.79547082264194502 1.3024667090820021 0.62154522891879982 -0.64429193114355554 0.72022076402865742 0.93928964529742032 -0.90320472132347296 -1.047812579553923 -0.081864550713907927 -1.6471741456694959 0.38646845251715672 -0.16651745093505757 -1.8619119801755339 -0.68105566923231198 0.2013707579116758 -0.58911782507014421 -0.47720217034616946 -0.21402207296325146 0.77483474773049343 0.013609942738152419 2.4543291550814752 0.57299361617713518
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 8 7 -7 10 29 11 -2 13 -13 15 -15 -11 -9 19 -19 -21 22 28 25 -25 -23 -24 -26 -20 -10
right_child=1 2 3 -5 -6 6 -8 17 9 16 -12 12 -14 14 -16 -17 -18 18 21 20 -22 23 26 24 27 -27 -28 -29 -30 -31
leaf_value=3.705441170260813e-05 -7.7707198697358554e-05 -4.0718734571496694e-05 0.00022930249718637843 -1.5109816736163305e-06 -6.5270163271942573e-05 2.7518678985957516e-05 -6.3983046467146293e-05 0.0002078506424846829 0.00013679841761171806 0.00086697372913572559 -0.0001102955820565954 3.5897459068636117e-05 -7.4663874687434732e-05 -0.00015188566176616784 -0.00073065651646209444 0.00028382523603956851 -0.00086869968896819262 -9.4048482684917228e-05 -1.5802450380116952e-06 0.00084011896747005258 -1.7917984218370857e-05 0.0001985478133132927 -0.00027905833166628959 -0.00013126271886822777 -4.853471617369765e-05 -2.6836079239803214e-05 0.00015728322052833003 9.8951379456229915e-05 0.00071071721204827827 -8.3084707583024839e-05
leaf_count=29559 8829 9447 5244 5700 1127 42549 85264 2028 6785 313 7944 20233 7814 649 124 4067 52 44577 5036 158 35285 5924 3763 6003 8403 3082 597 8841 161 2373
internal_value=0 -0.0158366 0.0373071 0.0919048 0.17737 -0.0204509 -0.029962 -0.0151738 0.0152084 0.107218 -0.00392204 0.0164359 0.0421109 0.0753805 0.215464 0.23822 0.742566 -0.0315769 -0.0351241 -0.0585308 -0.0142168 0.00258081 -0.0880876 0.0287398 -0.0108657 0.126106 -0.223635 0.029602 0.0253009 0.0791269
internal_count=361931 332372 21518 12071 6371 310854 251671 166407 59183 9523 49660 41716 32887 25073 4840 4716 365 123858 121830 80020 35443 41810 9557 32253 23247 9006 4360 17244 5197 9158
shrinkage=0.000980392


Tree=4589
num_leaves=31
num_cat=0
split_feature=131 551 1111 536 499 637 1113 576 1249 1155 414 1113 1319 1120 1396 12 150 777 1466 1248 1048 1031 432 1390 974 271 775 1314 428 959
split_gain=9.75339 16.6348 21.1145 17.4706 18.7542 17.2199 18.2745 16.0586 17.2736 18.9036 16.0951 18.5534 15.7242 15.6252 15.4677 15.3166 23.0612 18.7897 15.2909 16.3853 15.3534 14.7385 19.6055 20.8522 19.3814 16.4066 15.6701 15.0828 16.8331 15.6956
threshold=-1.2826351221583661 -1.1365768847607549 -0.83324028594002741 1.0000000180025095e-35 0.27770086902356067 1.1062372804126168 0.26105539834321717 -1.0855892681250701 1.0058188799466266 2.8748372091846668 -1.5426900552373903 1.3809627045961061 1.8319949316924167 -1.6392751701162489 -0.31600845005372363 -1.1087826017811573 -0.57887510452810387 -0.60664563682464234 0.93621287288755073 -0.8842385195559902 0.093015096347173962 1.6568736917453439 -0.42920509524167766 1.5592659937548425 0.40238994028267272 0.55480761047847393 -1.9625987420769786 -0.53823491012443359 0.90532022579538751 0.53634897431379003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 7 15 -6 -7 14 10 12 11 -9 -10 -12 -4 16 -5 -18 20 -20 -1 -2 24 -24 25 26 -23 28 -28 -29
right_child=21 -3 3 4 5 6 -8 8 9 -11 13 -13 -14 -15 -16 -17 17 -19 19 -21 -22 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.024928666895070853 0.00034952913088281235 -0.0022359246207641617 -0.042363088098518797 -0.020034158472737172 -0.011149069294503336 -0.036360884895608583 0.090102942463035615 0.050329363444268221 0.014965761504525428 0.16308233087783686 0.046838213147038357 -0.045709702099210762 0.10143699899288382 -0.002704054868533071 -0.0016020792361368368 0.02548120440624671 -0.052763526106715475 0.077845026863836042 -0.036495520502896027 0.026675114152809945 -0.00029645384494056648 -0.046276011971455429 -0.0042419540587142427 -0.021794660896781667 0.036535412640289838 0.0091171510225864973 0.0096176697196327585 -0.0090872559010384667 -0.015754466952288385 0.012127353820741711
leaf_count=1073 250445 68762 334 339 695 35 53 166 866 25 111 47 29 3444 458 1655 31 73 83 259 733 193 18248 1625 267 3126 3163 4384 588 621
internal_value=0 -0.0299976 0.0665643 0.125959 0.28645 -0.0745726 0.99722 0.0374525 0.0912612 0.435768 0.0189731 0.674454 0.380161 -0.023856 -0.339004 0.405274 -0.0409746 0.987469 -0.163077 0.27655 -0.272415 0.00196699 -0.0546721 -0.109985 0.0293197 0.0128285 -0.0462908 -0.0316076 0.10775 -0.122264
internal_count=361931 79271 10509 8361 2881 783 88 5480 4688 920 3768 213 895 3555 792 2098 443 104 2148 342 1806 282660 32215 19873 12342 12075 8949 8756 3751 5005
shrinkage=0.05


Tree=4590
num_leaves=31
num_cat=0
split_feature=677 878 1458 192 696 1395 766 561 651 1002 927 1071 566 560 843 635 325 188 281 1470 728 842 221 761 1148 507 1116 557 419 552
split_gain=9.61401 27.8194 24.0462 21.929 26.7873 23.3574 20.3597 18.3649 17.1292 32.8757 31.6831 35.0309 27.1702 25.1422 24.3493 33.3509 23.2467 22.7638 20.1408 19.3836 18.294 19.835 18.3801 19.3342 18.4597 22.2093 22.1284 18.2466 17.9994 17.5456
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.6054386111478895 -0.43085510457888271 0.32260239757776382 0.03247274829881288 1.2625121106897048 0.55894040826437752 0.58396494997324677 0.69854289147193727 1.0483613175537825 0.69084194168817237 1.9189241638422623 1.6590601587821199 1.3432257833730323 1.2072417067135768 1.2204488099017878 2.4318152949058121 -1.5600692701348937 -1.3664195657027294 1.0000000180025095e-35 1.2953335127958103 -0.86796855717110477 -1.3825834467845615 0.85514867284464147 0.22202972584594274 -0.44510771273166078 -0.76492349731201981 -0.66903495045295758 1.6138138840749565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 -6 13 10 11 12 14 17 20 -16 -15 -2 -13 -17 -10 22 27 -24 -25 26 -26 -22 -29 -19
right_child=8 -3 -4 6 7 -7 -8 -9 9 -11 -12 18 -14 16 15 19 -18 29 -20 -21 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0012764260672549705 0.0011869149766762931 0.00035920979103137439 0.011345764316027192 -0.00093897414041568838 -0.0099942256184599888 -0.0089983318682102763 -0.011201111661896405 -0.026371720401797083 0.0027104422432703448 -0.0073208856311616465 -0.0071516662607032924 0.024341437103538477 0.0140901313148883 -0.0026598899392959083 -0.0069354042109734323 -0.067006458103858788 -0.020687900490375603 0.0097811690417909311 -0.0071831351846403423 0.02068506328022671 -0.016177638871497591 -0.021253145099395937 0.024153670295948435 -0.010988051205532015 -0.010099616774403406 -0.024044442851776315 0.041135674000668067 -0.0043583485982125175 0.036540371626157774 0.047465392508679677
leaf_count=10238 129991 89554 1674 44915 6200 9141 5938 2671 14630 10044 6594 250 2388 8873 815 29 1160 1773 6374 1700 314 1040 360 3673 197 203 278 293 488 133
internal_value=0 -0.0183943 -0.0598441 -0.0682187 -0.136521 -0.0760763 -0.0352186 -0.276354 0.00659542 -0.0295156 -0.000557255 0.0280135 0.064966 0.0193292 0.0407545 0.231971 -0.089775 0.0276969 -0.11821 0.386403 0.0134023 -0.0966692 -0.041838 -0.105051 -0.147024 0.20013 0.45765 0.266192 0.458687 0.25252
internal_count=361931 170331 80777 79103 28250 19379 50853 8871 191600 49670 39626 33032 26408 141930 24020 2544 10033 131897 6624 1729 21476 6846 5806 4711 4351 678 475 1095 781 1906
shrinkage=0.05


Tree=4591
num_leaves=31
num_cat=0
split_feature=253 1465 1465 21 213 1467 1468 1467 1098 1455 1465 21 907 74 1452 1465 1449 1449 1465 1450 1452 1457 1469 1467 1456 1450 1455 1454 397 955
split_gain=9.61136 14.3975 33.3191 22.9694 21.2767 21.9003 29.1136 27.1401 23.8926 22.4035 41.7008 21.6887 21.0365 21.2524 19.7803 41.0959 32.7947 30.6632 29.1841 25.7132 24.9147 36.569 24.1894 21.625 24.3698 31.3182 22.7921 22.2318 21.533 21.0174
threshold=1.0000000180025095e-35 0.37973282798721492 0.42261052687510853 5.6334739196327623 -0.86253762455631766 -0.44899544734167229 0.66741765750458459 -0.42730338151659453 1.3289106712562746 0.90830705089653951 3.116712650924125 0.81122649975724037 0.026756636955965724 -1.2820500394692276 -0.63504016340352343 -0.20798260678681882 -0.59058716400980049 -0.63948407217010261 -0.16063340327381712 0.95337257963916655 -0.6197434389686084 0.098295273847439121 0.21976516640987695 0.64485013760597287 0.82504800527607469 -0.21684755467505576 -0.28786562132783694 2.0210792552568502 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -3 -4 6 9 8 -7 -6 12 -8 13 -11 15 28 17 22 19 -18 21 -16 -17 24 25 26 27 -20 -1 -22
right_child=-2 2 4 -5 5 7 11 -9 -10 10 -12 -13 -14 -15 20 16 18 -19 23 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.005747827068659922 -0.0010806868914906168 0.016957712622704162 -0.0043137910028643372 -0.090808146171834817 0.0096341173165980787 -0.043432573269750162 0.00020604843568491389 0.00045850365932370167 0.085070312450903268 0.043308011554244769 0.03064354831845259 -0.022965839587074835 0.0064228835255214752 -0.018730346227289262 -0.022482217742663197 -0.00055854773905368756 -0.0097621171884912719 -0.043260794831195375 0.020051722625534323 -0.056872411414413598 0.00013819454233113322 0.012183396521486478 -0.021976703625520684 -0.0076680034006579526 0.027276630579502716 -0.0063081292653381395 -0.0031008100229732334 -0.030365304332184619 -0.0012932726788858939 -0.0031360139289913652
leaf_count=23404 130126 2042 8172 22 11537 289 2661 22783 23 67 371 690 844 1369 1813 1747 773 488 1942 226 94072 562 1349 2375 538 2681 1179 121 7568 40097
internal_value=0 0.0048327 0.0383006 0.313544 0.0260907 0.0460366 0.10582 0.000598381 -0.690628 0.149249 -0.0323272 -0.0867321 -0.150195 -0.31302 -0.00509004 0.0366642 -0.0715941 -0.270692 -0.00517614 -0.398914 -0.0192569 -0.268623 -0.187554 0.0346816 0.102782 0.0583836 0.209 0.344557 0.0814746 -0.0152553
internal_count=361931 231805 50870 2064 48806 40634 17539 23095 312 14188 2651 3351 2280 1436 180935 44391 13419 3584 9835 999 136544 2375 3096 8836 6461 5923 3242 2063 30972 134169
shrinkage=0.05


Tree=4592
num_leaves=31
num_cat=0
split_feature=785 834 1251 495 510 1452 1469 900 742 414 486 1254 1002 361 904 1251 1172 1275 1470 565 5 126 570 1446 1470 1022 1329 907 7 570
split_gain=9.68483 11.0014 18.274 14.1451 12.705 12.8892 17.7901 12.501 14.2333 12.2806 12.2287 12.9206 12.1243 11.9355 11.7976 11.5232 14.4453 17.1687 12.16 11.9062 11.8672 11.8215 16.926 12.111 11.938 12.3547 13.5743 14.7719 12.7663 13.7237
threshold=-0.86283290253235112 1.0397244729360067 -0.67052155431329552 -0.55150842662698152 1.8807458211785479 1.434259801303694 -0.23265535946553464 0.35338427475247453 1.0000000180025095e-35 1.337198785999411 0.18770201878525006 -0.45149574510540053 2.2332469152510641 -1.2908300619004884 1.2309214179105923 1.3318114216650467 0.70609342679484977 -0.89199997405495279 1.5390002046316091 -0.67075317532999967 1.5759821212449634 2.7891731844326864 -0.62967000509870463 -0.70072626959345918 -1.3545928909252491 0.67527595557081987 0.3411378395196632 1.0889101481869032 1.1397188813230243 -0.21357261053959217
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 15 7 8 10 13 14 -12 -6 -9 -7 21 18 20 -17 -20 -18 24 -23 -24 -1 -26 -27 28 29 -28
right_child=-2 2 3 -5 12 6 -8 9 -10 -11 11 -13 -14 -15 -16 16 17 -19 19 -21 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.018635169040256035 -0.00036505034796109907 -0.015905633474079972 -0.013675061646879911 0.0046519950271990459 0.014074468264504146 0.027863315316084242 -0.036271681159851181 0.051556861744668225 -0.029928076260287036 0.040792302267995177 0.023356013523112371 -0.031181157799423057 -0.024809536385038036 -0.033912499098905341 -0.031944292094351741 -0.0059887364565362339 0.029094976015531699 -0.056737975688282344 0.0086821679480755184 -0.053428660227300299 -0.051617428632515894 0.029568424743064609 -0.070883596284415942 -0.016339725168068805 0.0029541608187490394 0.013970794142419222 -0.042389092172347223 0.03915425909144906 0.03240202539232228 -0.0018297407158841959
leaf_count=285 332372 1125 733 2505 1686 395 271 22 131 43 88 143 108 294 47 1653 311 42 48 141 27 89 67 254 15492 2971 196 79 64 249
internal_value=0 0.0355106 -0.0691276 0.0165341 0.0535838 0.0394765 -0.169275 -0.0541791 0.0980448 -0.410818 0.224652 -0.197767 0.235137 -0.556155 0.436635 0.0528908 -0.100285 0.302026 -0.181695 -0.717062 0.463007 0.0702849 -0.313151 -0.550697 0.0782228 0.0851803 0.211514 -0.100079 -0.245783 -0.39073
internal_count=361931 29559 4363 3238 25196 23402 1434 1163 804 359 673 231 1794 316 442 21968 2222 380 1842 189 338 19746 410 321 19336 19051 3559 588 509 445
shrinkage=0.05


Tree=4593
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1229 648 704 588 507 813 575 657 566 382 657 402 1374 732 1002 1270 723 1384 580 641 1386 590
split_gain=18.2958 18.479 23.7409 25.8169 24.9009 40.8939 23.6986 30.2669 33.8204 23.3931 22.9939 22.885 21.9077 21.8092 20.6513 18.8862 18.8615 18.6582 18.6385 19.138 18.6379 19.7495 18.6307 18.7464 18.4782 18.0409 17.9593 17.9409 19.546 17.7953
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 0.71188872395471614 0.65809631222906606 2.1641256470006294 1.0000000180025095e-35 2.2603408215975165 2.1059719136688364 1.0000000180025095e-35 0.72755686970153477 2.9541164636104842 -0.66177662735578835 3.2946899365908435 1.0000000180025095e-35 0.34616208652689945 -1.0570063487222232 -0.53342496023365138 1.0000000180025095e-35 3.7016018671129225 0.48565394206859691 0.58895901036483078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 -6 13 -8 9 10 -9 14 -2 20 -3 29 -5 -16 19 -7 21 22 23 27 -13 -25 -12 -4 -29 -14
right_child=1 11 3 16 5 18 7 8 -10 -11 26 24 15 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=3.9979087774193842e-05 -4.0133848746538124e-06 -7.84733233666691e-05 -3.3644047049976638e-05 -7.9156504389808795e-05 -2.1198751541024902e-06 0.00027859419673936889 -9.6740231900319923e-05 -0.00028412345759151096 0.00031983134489489348 0.00024057080508738761 -3.713343471449642e-05 -0.00014960671433577702 0.00015992781212498413 0.00010875417437907262 0.00015699355730447012 -0.00028665913215661858 9.8447259557002154e-05 -2.8244034576997582e-05 -0.00016723390102982725 -0.00073753258441473899 -2.8590934740361406e-05 -0.00056887822068092144 -0.000172602447828377 -2.004955966589012e-05 0.00023117372204487158 -0.00027187071672188742 8.3289606884778578e-05 0.0011735969798185436 -0.00078200273029577758 -0.00010897961477740338
leaf_count=29559 48652 7439 23989 82198 18652 4470 11003 2150 1865 2316 13658 678 8651 3837 5161 575 3066 4520 507 82 52529 601 10772 2468 3720 4242 13094 124 48 1305
internal_value=0 -0.0177572 -0.0230049 -0.0338641 -0.0178649 0.0495292 -0.030259 0.0161895 0.0506427 0.0297836 0.00994543 0.0427124 0.017796 -0.0505215 0.00652805 0.106652 -0.0719938 0.0714757 0.220367 0.264688 -0.0582264 -0.0965493 -0.090892 -0.0602254 0.178722 -0.173873 0.0252612 -0.0287759 0.759369 0.127911
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 31218 28902 21518 59183 98610 17120 10531 85264 9681 5059 4552 94773 42244 41643 30871 4398 6710 26752 24161 172 9956
shrinkage=0.000980392


Tree=4594
num_leaves=31
num_cat=0
split_feature=728 744 1394 659 705 200 781 1185 981 1368 917 773 570 1055 0 844 13 490 553 282 423 903 87 402 557 497 1121 2 635 629
split_gain=15.5414 16.85 16.1921 16.15 17.9507 20.7086 20.8874 18.6521 20.5343 18.4218 18.6885 17.4251 17.3546 17.1382 16.7162 16.3612 16.289 16.1497 19.1708 16.3669 15.9777 15.8838 15.8103 17.6326 15.7119 15.6781 15.654 16.8995 15.5517 15.5035
threshold=1.0000000180025095e-35 1.3025484894158337 -0.89507556284558343 0.62821384419828064 0.89008618839080589 -1.281871280663196 1.0000000180025095e-35 1.7850163145495426 0.21636235172252596 1.0000000180025095e-35 -0.90877257357522745 0.80059971351201209 2.6227610055835338 0.37717658967922524 2.7232170171423564 -0.8194900221204775 -0.56228327923512611 1.1592937871446043 -0.77891885722037457 2.0879187987528085 -0.13079507712007524 1.9597320823006446 -0.34139603108268124 0.36663536453162993 2.5975192340023416 2.0895063784560848 -0.9320154133651356 -0.71966734889703221 -1.0400411975100645 1.2917473576634986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 14 9 25 17 12 10 -6 -5 -9 15 -4 -11 26 -8 20 -20 -19 -13 -18 29 -17 28 -16 -28 -7 -24
right_child=1 -3 3 11 5 6 7 8 -10 13 -12 21 -14 -15 16 24 22 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.4385526585323783e-05 -4.8001657915221431e-05 4.554841182689693e-05 -2.0300928279393902e-06 -1.3388582142893386e-05 0.00020547389506227334 -9.0891328897768227e-05 4.8940630485295776e-05 -6.1727738099542762e-05 -0.00054143114557389494 -0.00030640547630790468 -0.00026639051228551303 -0.00011796743674087509 0.0016362184039444793 -0.00037158897401700329 -0.00049248892708274046 0.00025487918236191312 0.00086080358634179331 0.00081518786647392504 -0.00037356936823529423 0.00099655203087268716 -0.00039035527462519796 -0.00064921462358530292 0.00058601452684956847 -0.00070482654462441152 0.0012404730347618247 0.00027578898631824969 0.00036624178276015303 -0.00021801032091283562 0.00010332482159571829 -0.00092772885464675707
leaf_count=43725 98011 11079 125063 28509 513 2594 12076 620 618 293 3218 5973 22 406 247 997 264 127 1225 44 98 318 289 87 68 2261 742 398 22008 38
internal_value=0 -0.036605 -0.000911053 0.00677735 0.0155759 0.052607 0.067849 0.00107032 -0.258813 -0.0912765 -0.193998 -0.0385877 0.0177048 0.107 0.00127183 0.221239 0.205847 0.024799 -0.207159 -0.326939 0.383814 -0.144925 0.477234 0.198491 0.343882 0.104482 0.0531208 0.165187 0.088401 0.428753
internal_count=361931 109090 252841 209116 174316 47188 41693 14830 1260 5495 3731 34800 642 1764 127128 1358 2065 13570 1494 1269 225 6291 678 414 1065 26863 1387 1140 24602 327
shrinkage=0.000980392


Tree=4595
num_leaves=31
num_cat=0
split_feature=888 130 706 1 553 223 353 1461 546 741 266 1116 1243 80 485 1173 1036 759 444 424 0 817 1039 693 1176 423 1431 1111 1047 138
split_gain=9.58344 12.2678 12.5648 12.3128 16.6601 16.4982 16.1455 15.5152 18.1672 14.5554 14.2486 16.0941 14.9835 14.6119 17.7329 14.8028 16.6477 14.3598 15.6111 14.7056 14.2021 16.8915 15.7377 20.5977 19.3707 19.2219 15.7007 16.3022 15.7592 15.8448
threshold=1.0000000180025095e-35 3.2630020663441712 -0.72486490171335338 1.6160703360023154 -0.19168217167289436 2.1550017495950291 2.0190280521279411 0.10816480861170708 1.1576188773551424 1.9896146111191899 1.0000000180025095e-35 -0.60404213818385133 2.3212918008874737 0.61875061591391856 0.48497983402233219 -0.58974170606647902 0.28028186114184545 2.7993186572179827 -0.5072845000591949 -1.7003308343367636 -0.43755400222400809 3.2800011617759632 -0.63462017288211714 0.38687799685312191 0.77499548348056935 -0.31950583493000045 1.0099929608726099 -0.76847374688896697 -0.58754514755031995 -0.038763106706636574
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 10 6 7 9 -6 -9 -5 11 12 13 15 -15 -2 -17 19 -19 -12 21 22 -13 24 -24 -25 27 -22 29 -28
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 17 20 -14 14 -16 16 -18 18 -20 -21 26 -23 23 25 -26 -27 28 -29 -30 -31
leaf_value=2.810708453093191e-05 0.0075219277496206566 0.004912118714488229 -0.039894155557128455 -0.0088725349348934279 0.0091906638446165832 -0.06256588508587356 0.057687603626766684 0.048386198748012046 -0.025541299471245029 0.091610967071069763 0.031376592970159933 0.0082504863835043771 -0.044004175067893767 -0.026635424000008935 0.0042824961056722299 -0.0015244801609240949 -0.027114598963106917 -0.027868144864845165 0.039860074850590815 -0.0056486708173276168 -0.0027919150579716707 0.11054468949136974 0.0034457772902101065 -0.044920434544829538 -0.029968930619359055 -0.0074703763772973903 -0.016733971016368029 0.010958747719803697 -0.025720502548698287 0.054015562215625951
leaf_count=315733 2217 206 432 1668 1487 72 53 384 140 52 221 1146 285 1149 464 1856 853 112 211 22685 1588 20 1791 451 348 515 147 4976 568 101
internal_value=0 -0.0407094 -0.465999 -0.0360865 0.122118 0.302609 -0.0804655 0.346672 0.753258 -0.141401 -0.0486952 0.00261701 -0.109599 -0.0873885 -0.319713 -0.013484 -0.153351 -0.0972674 0.46007 -0.10604 0.0542057 -0.0653597 -0.0767259 -0.17694 -0.0384383 -0.500768 0.116574 0.150262 -0.255789 0.33102
internal_count=361931 46198 638 45560 3856 2083 1773 2011 524 1720 41704 18475 6824 6539 1613 4926 2709 23229 323 22906 11651 4271 4251 3105 2139 966 7380 6564 816 248
shrinkage=0.05


Tree=4596
num_leaves=31
num_cat=0
split_feature=785 519 728 869 906 57 507 727 382 789 56 657 553 1469 560 739 924 978 633 590 579 760 1121 759 231 759 695 1462 1459 1400
split_gain=17.7761 15.8345 21.043 21.9481 21.6417 26.1181 20.7465 20.3918 22.3011 20.118 18.9538 18.125 17.6102 20.814 19.5604 17.6835 17.6082 18.0904 18.0856 17.5948 18.317 20.7941 19.7315 18.3495 17.1628 17.1595 17.0977 18.0374 17.0663 18.3487
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 0.10039724912444258 1.4243427035504792 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 4.3527420364106586 2.2603408215975165 -0.032233800100399751 2.9775633284852119 1.4889352106746172 2.5106116815996127 1.8999064755685127 2.6375975511520715 -0.96673487256783863 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 0.80106270623882148 0.58486168351626755 2.1922670578237957 -1.8263110111995589 -0.33888244088082226 0.10265607763050343 -0.35471402996647666 -0.47967739539618021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 12 10 26 -3 9 24 25 19 15 14 -14 -4 -5 18 -18 20 -8 22 23 -22 -9 -6 27 28 29 -2
right_child=1 7 3 16 5 -7 11 8 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.2669451858595003e-05 0.00020016831244880148 -3.7239899117354578e-05 3.0181969919381628e-05 -7.3270109000554264e-05 -0.0005074430123374801 9.4935547646685838e-05 9.4888163309248804e-05 0.00026083688197889716 2.5275432598496912e-06 -6.213913834280433e-05 0.0011463825321971948 -0.00028027454886487771 -2.8564984962002164e-05 0.00083323191434702207 -0.00029658078082915417 -0.00031712531177917282 -0.00027647266914434138 -0.0011889571565592196 0.00014766209394099684 -0.00010908998518223226 6.7462662945376789e-05 0.00045155052399963584 -0.00060726218774589101 0.0010332071745953527 -0.00031859360343736571 -6.445161454987099e-05 6.1906803782567495e-05 -0.00010973382846626273 -4.9427614476927348e-05 -1.4719042449393687e-07
leaf_count=29559 3821 9447 65012 79939 716 5532 6192 5015 5700 1127 44 575 36047 133 1558 896 937 74 4314 1305 621 1573 177 88 229 56469 14057 10495 13502 6777
internal_value=0 -0.0142688 -0.0191375 -0.0293831 -0.0146194 -0.0513062 0.0193184 0.0417571 0.0968548 0.183037 -0.0682024 0.10587 0.00522701 -0.0370332 -0.0406297 0.0268306 -0.0646341 0.0753913 0.0921577 0.126694 0.161741 0.315095 0.0538611 0.203608 0.239972 -0.0698377 -0.00201538 -0.0311253 0.00470282 0.0764332
internal_count=361931 332372 310854 251671 166407 62761 59183 21518 12071 6371 57229 10531 103646 37738 37605 65908 85264 5325 5251 9956 8651 2459 886 709 5244 57185 48652 34595 24100 10598
shrinkage=0.000980392


Tree=4597
num_leaves=31
num_cat=0
split_feature=43 1453 1466 197 1459 1453 1385 1159 63 1318 1147 1436 777 81 705 1038 16 138 749 237 840 138 1386 1242 1390 838 208 1087 1121 287
split_gain=9.61906 12.0935 19.9363 23.3418 21.2462 16.2773 15.8452 14.4953 20.0835 15.3445 14.5813 14.1607 14.1024 13.8764 13.6777 14.1753 13.5021 16.4047 13.1657 13.0282 20.2009 15.8677 15.2553 15.146 16.3535 15.6825 15.8041 13.3569 14.1267 18.1091
threshold=1.0000000180025095e-35 1.2041679343814773 -0.29222153102773374 1.0000000180025095e-35 5.2231851033232575 2.5215447631324701 -0.83148835040635605 1.0000000180025095e-35 0.49708519682525326 -1.0124573019964622 1.0000000180025095e-35 0.60428344764309971 5.3743551052723406 -0.39916216024567991 0.62883063453998334 0.30084321414881859 -0.7020996191470471 0.37747651067266691 1.0000000180025095e-35 1.0402268595720192 1.9563354397392783 1.6317452243756345 1.6343797861511546 0.77347782483912852 0.36333240031364283 -0.089391220034677893 -0.822672428520695 2.3155123429949773 0.9801922276449152 0.30559222801836933
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 6 5 11 -3 9 -9 -8 14 -4 19 -5 15 -10 -13 -18 -11 27 21 -21 -22 24 25 26 -23 -2 -29 -30
right_child=1 2 4 13 -6 -7 7 8 10 18 -12 16 -14 -15 -16 -17 17 -19 -20 20 22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00010796000948259384 -0.003103135022218248 -0.024652161626003394 0.018985812454995671 -0.0051376599710970753 -0.040258519507029605 -0.0028984572072735613 -0.034978741520153761 -0.017336908469703101 0.075948446868761219 0.04568775396033084 0.11465047417074391 -0.028128866263429753 -0.040155692072720212 -0.03039942379988227 -0.057014872677537236 -0.025915303332428252 0.021381183816058566 -0.03487945945167855 -0.00057020041958936779 0.0027322460059828226 -0.029232942251534777 0.050855966123055242 0.064219480153513267 -0.021345236424299238 0.071798373177217101 0.045118133490009781 -0.045570304183748848 0.0025400134950875775 0.010332136557429386 0.071597303277309579
leaf_count=287154 58377 243 2167 804 136 978 55 364 47 299 23 191 317 662 29 27 313 97 137 6433 360 32 23 88 103 131 84 1826 308 123
internal_value=0 -0.0305598 0.0667999 -0.103851 0.16915 0.199712 0.135707 0.256557 -0.0383803 0.537538 0.724834 0.291022 -0.0420239 -0.331546 0.34619 0.81136 -0.0215438 0.19949 0.676008 -0.0401124 0.0545676 0.0855041 -0.462259 0.516847 0.718488 0.370922 -0.297043 -0.0543432 0.151498 0.613206
internal_count=361931 74777 6572 2690 3882 3746 1224 981 490 491 126 2768 68205 1466 103 74 601 410 436 67888 7254 6871 383 438 350 247 116 60634 2257 431
shrinkage=0.05


Tree=4598
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 921 775 1453 726 1002 540 976 833 496 383 570 636 10 970 1421 50 1047 1424 759 1333 351 912 344 501
split_gain=23.0335 16.8099 18.667 18.5875 17.65 37.4533 17.4668 19.5748 19.5498 19.3517 23.1792 22.3546 21.2343 18.4461 17.8218 18.1772 17.2005 17.9853 17.1646 17.151 16.9449 16.6662 17.2713 17.8022 17.2242 17.2573 16.5021 16.4756 16.3503 16.9337
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.62154522891879982 0.13281703179381904 0.51954049301251548 1.0000000180025095e-35 0.69854289147193727 0.99026637822014563 -1.1340907276278103 1.5919315457291203 -0.74322539953160838 2.2118716902368778 -0.48460852809644533 2.4129057422810987 1.1855328726172645 1.8751349660388528 1.0107116206971127 1.4829784501753427 -1.0794544675301283 1.0000000180025095e-35 1.4616517543220227 -0.70033788506809547 2.0347385979342092 -0.078185317478667166 0.65884577229016839 0.034910514802657673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 26 7 8 13 -8 11 18 -13 14 15 -4 20 21 -11 -16 -6 -18 23 -23 -24 -26 -3 -14 -10 -30
right_child=1 4 3 -5 16 -7 9 -9 28 10 -12 12 27 -15 19 -17 17 -19 -20 -21 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=4.7059517549353903e-05 -1.7767655499983524e-05 -1.9069020992093178e-05 -0.00019942151354078886 -0.00016817067335311574 6.4016710845804223e-06 0.00036068862277531733 -8.9904759988896737e-05 -6.4890836335249831e-05 9.8793360653409224e-05 0.00033082384553542857 -0.00011103292919308477 -0.0011245587935877544 0.00034167367662847695 0.00025872379265250953 4.8449294756870465e-05 0.00054574598943026812 -0.00010297794857895577 0.00033215753897359766 -7.0587028468491148e-05 -0.00037520074749770654 -0.00020876392499057157 0.001021250764913681 -4.4777590696894822e-05 -2.078882323808523e-05 -0.00063043826155460738 0.00063813296452707455 -0.00093430086534248592 -0.00022009423364334599 0.00051902538320672048 -4.8691216073769674e-05
leaf_count=29559 190291 4669 3295 1947 30285 1384 1564 9589 3564 4404 1062 84 388 1364 11899 174 55011 602 530 539 3085 189 3990 190 72 306 152 508 898 337
internal_value=0 -0.0176883 -0.00791401 0.0339005 -0.0472431 0.0758772 0.0444443 0.0196703 0.0556133 0.130823 0.178625 0.231654 -0.0583248 0.0197467 -0.00212202 -0.159955 -0.0571559 -0.0846223 0.292485 0.0334893 -0.0103667 -0.0896589 0.0403724 0.543687 0.00144202 0.448268 -0.0431415 0.0304298 0.177519 0.387104
internal_count=361931 332372 232437 42146 99935 6205 40199 31659 22070 8540 6976 5914 980 17271 15907 3469 93730 60360 4934 12438 33370 59758 4747 379 4368 378 4821 896 4799 1235
shrinkage=0.000980392


Tree=4599
num_leaves=31
num_cat=0
split_feature=869 797 482 553 808 1445 1113 710 844 835 151 721 1002 966 836 1415 1047 1009 776 140 977 1361 1044 276 625 1311 1204 289 395 1175
split_gain=9.65785 17.2744 16.9154 17.3079 17.8826 16.6801 16.3137 16.0476 16.2006 18.509 15.9177 15.7825 15.4311 15.3616 15.5831 15.3185 15.8003 16.9902 15.3695 15.061 14.9925 16.0552 22.3922 20.688 20.4983 25.1556 21.6333 20.5889 20.46 19.3556
threshold=-0.57653763495970078 0.63961785378869596 -1.1250370744741123 -0.38224242062538794 2.5111712838291762 1.3475299883120082 -0.39222386363763467 -0.34169561082001482 0.4839587185097311 -0.97482926262177638 0.028407141057155329 -1.4915687842306951 0.69854289147193727 0.25873789862147695 -0.88163383018743036 -1.1394735000279177 -0.68658729251269757 1.0000000180025095e-35 -1.7928846026517904 -0.43962559229457338 1.0192505381888119 1.0000000180025095e-35 0.30349066778528194 0.47905731382032063 1.3252658997982083 3.1487438132378309 -0.55086253359273052 1.0405472218160414 2.6319337651347476 0.8730302394285786
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 20 7 -4 -5 6 12 10 -9 -10 11 -3 -1 14 -14 19 17 18 -17 -8 21 24 -23 29 25 27 -27 -2 -26 -24
right_child=1 2 3 4 -6 -7 15 8 9 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25 28 26 -28 -29 -30 -31
leaf_value=0.0051362282701157766 0.00012057415196115385 0.054222759398377812 0.0010313535738134508 -0.0037286303452647332 -0.035925838830218208 -0.0032206483979111754 -0.0056745105278306097 0.00459227480165898 0.041510419753607614 -0.021038688327863996 -0.02300362012357017 -0.0084384422593350647 0.028991295665758268 -0.0164987935490301 -0.0014199741127884457 0.0509446542228911 0.00060927094685858196 -0.02233825491953623 -0.0045401334186539952 0.017697003440479208 -0.0024305778183849212 0.00211102995277785 -0.0046597920710929174 0.003304277970565081 -0.0083547641844479836 -0.01965394988261528 0.03516745322927229 -0.0055406072056776489 0.052804042541764941 0.0032389548180568116
leaf_count=20438 71814 44 16820 21385 401 13222 583 1946 58 864 1650 1798 223 768 2376 66 24669 1159 4272 1182 34095 83499 22248 9497 9293 169 521 11432 65 5374
internal_value=0 -0.0096342 -0.0536834 -0.0349336 -0.0825557 0.0210394 0.0361972 -0.172851 -0.0350839 -0.31005 -0.286028 -0.124165 0.0794041 -0.0568149 0.0223851 0.00167642 -0.010281 -0.13252 -0.0719919 0.212385 -0.00188278 0.00557493 0.022193 -0.0271746 -0.0204661 -0.00965795 0.471319 -0.0135748 -0.151692 -0.0611133
internal_count=361931 292973 44966 38606 21786 68958 55736 6360 2868 922 3492 1842 23805 3367 2599 31931 30166 5497 4338 1765 248007 213912 120618 37119 93294 83936 690 83246 9358 27622
shrinkage=0.05


Tree=4600
num_leaves=31
num_cat=0
split_feature=728 558 1182 355 708 625 837 1177 557 493 841 830 622 390 1189 861 1325 912 978 700 839 54 829 1112 700 156 1035 1187 585 898
split_gain=9.59307 13.2556 19.3291 16.3835 15.9828 18.4809 18.2943 19.1724 16.1403 19.6444 18.1604 15.8192 20.0076 20.2985 18.5552 20.2894 17.1462 18.7514 23.0234 17.5798 18.242 16.4021 15.9802 15.6283 15.2591 17.3166 15.5259 17.3001 15.1695 15.0925
threshold=1.0000000180025095e-35 -0.38996390488416172 2.4840240950107395 2.8191254429513042 0.96496607933263545 3.605011057804012 0.22667119229394425 -0.42570013498766407 0.96001757288943734 -1.3647527631180638 1.3342303978914696 -0.57327949567132219 2.1723923655568358 1.0000000180025095e-35 -1.3828237140062194 0.60551395916716055 -1.2643017327312205 1.4056636966414209 1.917347316244016 -0.44815904776222454 2.6468806272926702 1.0000000180025095e-35 0.11581065792802152 2.7487430156651658 0.69227887223334184 -0.7944958222215347 0.55655532513077766 -0.94281013693518934 0.59573659850611882 0.97529688896742239
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 23 4 -4 5 8 -6 -8 10 -10 11 14 13 -13 15 21 24 19 -19 -18 28 -3 -20 -2 26 -26 -15 -28 -21 -27
right_child=1 2 3 -5 6 -7 7 -9 9 -11 -12 12 -14 16 -16 -17 17 18 22 20 -22 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.00019873804344071452 0.00018579846582274443 0.0257759781431421 -0.021816586163310392 0.081273504762541721 -0.0035687855613193869 -0.040353353339050012 -0.00068692902526239739 -0.027644849979804931 0.039696888420647898 -0.0082329458671463168 -0.0083535099759035111 0.006466226519044856 -0.018808280840210623 -0.0050898170511977717 -0.0056767193803919152 -0.052408692411465986 -0.0099850750002752828 0.0067880118897749716 0.026226887180687254 -0.0021515844862233656 -0.039375753159153766 -0.028716732985659577 0.10667042408238954 0.020686563606708716 -0.033444740338427099 0.055489915880660649 -0.024576910906794848 0.073848221735330191 0.0075369012086276277 -0.035230253896361564
leaf_count=252841 45395 771 1393 20 4726 296 763 1977 155 6534 4599 10925 970 659 10922 84 3501 1186 74 9628 202 123 40 497 62 257 53 86 3146 46
internal_value=0 -0.0241874 -0.0484692 -0.387159 -0.0424218 -0.0284957 -0.166207 -0.371961 -0.0256475 -0.143969 -0.00921982 0.00655889 0.0340444 0.0437316 -0.080267 0.269679 -0.0044822 -0.0219354 0.239846 -0.0459737 -0.00407288 0.38095 1.12247 0.00937714 0.307751 0.716884 0.0838393 0.860761 0.00678407 0.928982
internal_count=361931 109090 63198 1413 61785 54319 7466 2740 54023 6689 47334 42735 30835 29865 11900 978 18940 17777 1300 16477 12976 894 114 45892 1163 365 798 139 12774 303
shrinkage=0.05


Tree=4601
num_leaves=31
num_cat=0
split_feature=519 728 382 566 207 853 927 225 1462 1464 1444 1410 287 1124 788 29 426 1458 1323 691 371 75 89 144 1246 365 126 289 565 980
split_gain=9.59606 20.6066 20.9063 19.1043 17.7421 17.1017 17.8585 19.7576 18.409 18.4433 17.0481 16.626 16.6005 16.3502 15.6034 14.3804 14.184 13.7939 13.8169 16.6562 14.5873 14.2656 13.7401 13.639 13.2767 13.238 13.2217 13.154 13.1431 13.2988
threshold=2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.7115451368606267 -0.25733984843302032 0.91359539958596292 1.0483613175537825 0.14044845890798113 0.14095095542647648 -0.074891043096876886 2.3634030697761719 0.5278466665935635 0.65418744968848297 3.0832975383402426 1.0000000180025095e-35 0.82152675923177465 -1.1818204534058838 0.12934318160464789 2.4380484512170661 0.23856153456372262 1.0000000180025095e-35 -0.94793651273052093 -0.9740558872854751 1.5687106912588533 -0.93773252118807326 1.9814863539429559 1.0000000180025095e-35 -0.74731695473326654 1.1064328878937786 0.93965787111466315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 13 6 8 11 9 10 14 22 -10 -4 -3 -13 -7 18 19 21 -21 -16 -8 -11 -9 -23 -25 -14 29 -18
right_child=1 2 3 -5 -6 16 7 24 12 23 -12 15 27 -15 17 -17 28 -19 -20 20 -22 25 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00033323666352005774 -0.0052600093449119562 -0.0071451795175729998 -0.0072379428704315678 0.013603722307301802 0.0020589780697830061 -0.016190984364681821 0.024612867812888992 -0.040570248731517655 0.021619545645210382 0.0144216859803784 -0.0390471839945623 0.012805523836720428 0.054837648273412913 -0.072892586731170897 -0.037626430276176286 -0.075481714178863651 0.020061715308039251 0.030332804049657963 -0.071480094834314875 0.018970723624767791 -0.038818800971495031 0.025043899298238959 -0.027953293076405095 -0.043518526474430025 0.025302317732169795 -0.046092258505225026 0.018640067700495668 -0.007391156036327862 0.041625430009080588 -0.005186188484330982
leaf_count=338398 4052 1671 3402 1026 4937 152 60 47 1469 1734 166 275 42 57 62 25 1211 271 28 79 180 475 650 107 255 36 60 450 246 308
internal_value=0 0.0391765 0.067992 -0.00515531 -0.0394811 0.137211 0.0934091 -0.133453 0.139346 0.0668586 -0.0435109 -0.279107 0.317555 -0.162612 -0.00542081 0.128529 0.321247 0.191233 0.0514018 0.103914 -0.388888 0.300903 -0.464245 0.231816 0.336626 0.411379 -0.361394 -0.0332695 0.375158 0.298811
internal_count=361931 23533 19481 9422 8396 10059 8142 1312 6830 4869 2968 1010 1961 3459 2802 300 1917 1131 860 832 259 573 710 1901 302 511 167 492 1765 1519
shrinkage=0.05


Tree=4602
num_leaves=31
num_cat=0
split_feature=50 56 1470 582 647 154 827 970 149 283 132 1188 348 565 1254 82 1385 357 75 142 978 1104 1390 1448 1331 765 1327 1046 1459 277
split_gain=9.41374 17.3466 13.8689 13.8261 14.7799 16.3152 14.9553 18.1729 15.1246 14.5122 14.6708 14.3392 15.5947 22.1458 20.1534 15.125 15.9699 14.3506 14.4628 15.7661 14.259 14.0412 13.9439 13.636 15.1757 15.164 15.9892 19.1821 19.3535 15.1928
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.0844420916666788 -0.87782724458594241 -0.77538783183957161 -0.36836247429892682 2.3486980163114999 0.97509160368663705 -0.69472705708071525 0.78503818553128546 0.74572838642484462 -1.2036177847837777 0.30557435813724038 -0.38537405772860817 0.30470483618959149 0.7424858439150307 2.1225387376199079 -0.3657898247626718 -0.56477372118520097 -0.67820882983017439 0.42408140712233383 0.63107872720346381 -1.1530348467039975 -0.082194749651269536 1.8506461163905812 0.23176722910246306 0.73383122276711343 -0.15184483386147815 0.5017465080639989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 -4 5 -5 7 8 -6 -10 22 12 13 -8 -15 -14 -17 18 21 -20 -16 -13 -11 24 -1 26 27 28 29 -25
right_child=-2 -3 3 4 6 -7 11 -9 9 10 -12 17 15 14 20 16 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.025197666037913454 0.00035496575970964133 7.0347886379672686e-05 -0.0040510982676550261 0.032269922666863855 0.0051654893385862429 -0.032418982534298035 -0.023628864589236395 0.073799699543633537 -0.018432349782747267 0.068677460370194357 -0.031186119043110888 0.0093482251322600726 -0.016808960462421901 0.013370527564574092 -0.0046718050553061314 0.012008074376439136 -0.039997676159443968 0.077000168558237728 0.031564250781571261 -0.026586980047965815 0.1354907709026654 0.062639257013640162 -0.003711640210247202 0.028971581031331108 -0.0081874962576425955 -0.037694808414628085 -0.010245392049585477 -0.014202686050873027 0.00204801518349594 -0.029018115067421298
leaf_count=576 197382 90457 63713 68 1688 315 136 61 61 153 44 224 1588 108 25 657 125 37 86 253 44 86 53 671 275 143 1149 462 1222 69
internal_value=0 -0.0177265 -0.0530993 -0.0660082 0.0474114 -0.411877 0.0813155 0.235432 0.195594 0.655621 0.893634 -0.0284698 -0.120004 0.474812 1.06409 -0.186115 0.0962833 0.27501 0.180168 -0.181809 2.09846 0.539246 1.0938 0.0663144 0.320086 0.00509504 0.0333489 0.131785 0.227402 0.492046
internal_count=361931 164549 74092 69525 5812 383 5429 2060 1999 311 250 3369 2683 313 177 2370 782 686 649 339 69 310 206 4567 851 3716 3573 2424 1962 740
shrinkage=0.05


Tree=4603
num_leaves=31
num_cat=0
split_feature=785 728 43 647 590 784 657 351 921 775 14 726 1002 540 976 10 912 64 1319 426 775 503 535 1180 7 1314 626 968 560 78
split_gain=22.5442 15.9488 17.3452 18.3122 38.0539 17.0875 18.3871 16.6324 16.4074 19.397 19.2046 19.0018 23.0708 21.3061 20.8666 16.9255 16.3004 16.0415 15.8673 19.3733 17.9941 15.7644 17.1998 24.1723 18.8098 15.9571 15.683 18.5321 17.3843 17.3058
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2744972866152193 -0.87782724458594241 0.58895901036483078 0.9594655836162902 2.2603408215975165 2.0347385979342092 0.62154522891879982 0.13281703179381904 -0.29015431142025017 1.0000000180025095e-35 0.69854289147193727 0.99026637822014563 -1.1340907276278103 1.1855328726172645 -0.078185317478667166 0.58408534944085788 0.75046636742369355 2.1844182849409024 1.2075276993203368 0.067164686729897269 1.0000000180025095e-35 -0.20798547442937276 0.96053972813816391 -0.49036003865885652 -0.029299289916889962 1.1344614004379376 1.872806888455649 -0.5382749015429048
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 7 -2 8 -3 9 10 -7 -10 13 15 -15 26 -16 -8 19 -6 -20 22 23 -11 25 -24 27 29 -28 -13
right_child=1 2 -4 -5 18 6 17 -9 11 21 -12 12 -14 14 16 -17 -18 -19 20 -21 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=4.89503785067293e-05 -1.5081929077688862e-05 -8.7400066176485011e-06 -0.00025131387802258749 -4.7636889603647308e-05 0.00017171712066574841 -1.833595301261125e-05 -0.00010179845748765608 -0.00093284295618516308 -9.0293014934181805e-05 0.00019837091842068498 0.00011152026644452415 0.00037688408889536602 -0.00011296937705076444 -0.001112204637966734 0.00034371809727580771 -7.2267926054445561e-05 -0.00021561159979014834 -0.00073442145136254095 0.0010359853316298942 0.0010156041912944055 -0.00078659300766646028 -0.00019135771868161253 -0.00055854018706243981 -0.00010967786409373526 -0.00080086852361619428 5.2246859371598515e-05 0.00049212727804938362 0.0005417001079475876 -0.0006991457562483262 -6.5625095028150113e-05
leaf_count=29559 190291 4514 4157 89769 1013 10038 1706 146 1564 2488 12032 629 1062 84 388 530 508 241 194 114 28 3465 325 2283 271 757 2033 563 62 1117
internal_value=0 -0.0151306 -0.0439693 -0.0383033 0.0884924 -0.00560379 0.0344375 -0.0331474 0.0449315 0.0209087 0.0567099 0.128759 0.176167 0.229157 -0.0542032 0.288634 0.0338716 -0.17012 0.385431 0.277367 0.86502 -0.0646458 -5.43953e-06 0.0602925 -0.228293 -0.105887 0.333338 0.208977 0.46892 0.0977898
internal_count=361931 332372 99935 95778 6009 232437 42146 4660 40199 31659 22070 8540 6976 5914 980 4934 896 1947 1349 1127 222 9589 6124 4771 1353 1082 4404 2309 2095 1746
shrinkage=0.000980392


Tree=4604
num_leaves=31
num_cat=0
split_feature=785 885 1457 81 1107 1002 1461 332 464 1065 568 988 983 1045 1325 1242 1382 489 24 87 1105 284 914 7 1383 1080 718 507 694 1148
split_gain=17.0683 13.5247 21.2963 19.4405 18.1371 19.6182 21.6909 19.5591 28.9996 22.5949 22.4077 20.7188 19.1994 18.8897 18.0089 19.1146 18.8986 17.5035 19.6809 17.6558 22.596 18.3887 19.9589 17.3293 18.7325 17.1916 18.3048 31.0192 25.7943 22.3733
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.1720793062237382 -1.3056775892169139 0.69854289147193727 5.4281164756817288 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 -1.1525449550552225 -1.3820670939764912 -0.30518366188602924 1.0070162970853074 -0.1655977563054756 -0.86273403807903126 -1.4119668126558766 1.8891315002179339 1.0000000180025095e-35 0.93381287819237679 -0.39048405055145347 1.9482912773890952 0.33143667480277078 1.1885859231007136 1.9172814358360368 3.9810989087578279 1.0159173274103563 0.65809631222906606 1.2927572326739147 3.073785392405322
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 3 -3 12 7 23 8 -6 11 -11 -9 13 -5 16 -16 -13 18 19 20 -17 22 -21 24 -7 26 29 -28 -29 -2
right_child=1 2 -4 4 5 6 -8 9 -10 10 -12 14 -14 -15 15 17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=4.0633883902327662e-05 -4.1590822016819928e-05 -0.00019065399778618882 0.00045456637296899916 -9.7224606736243444e-05 -8.9362140690760206e-05 -6.6712806305403488e-05 0.0011218698444266473 -0.0005508501410536093 4.5480648123324363e-05 0.00054584150442076788 -0.0001059963069479775 -0.0004149043552965867 -0.0003553829907926104 0.0005795527958632825 -6.5713155300251377e-05 -0.00015641718670590313 3.9100198415742171e-05 0.00045343938640662955 0.0001882566143560425 2.9996477851197355e-05 0.00010713370493899195 0.0018249218437977747 0.00070893246337621664 -0.00033718957601333349 0.00034115640553032488 0.00024919302284181832 -1.6187795429886227e-05 0.00028068872876501667 3.3712170601325457e-05 0.00018667160615538298
leaf_count=29559 184412 3422 426 1737 20972 10256 56 298 16423 219 4341 532 2120 322 2160 2285 15925 699 9341 565 3433 25 282 1117 475 953 39288 3049 5183 2056
internal_value=0 -0.0152019 0.00658503 0.00414704 0.00929601 0.0149369 -0.0658647 0.028466 -0.014887 0.0578151 -0.0761376 0.0762165 -0.164227 0.0017647 0.0802454 0.123629 0.0284149 0.146626 0.132383 0.043734 0.00184194 0.325241 0.263518 -0.0728284 -0.0478509 -0.025897 -0.0274737 0.0129304 0.134106 -0.0391763
internal_count=361931 332372 97431 97005 93583 89404 11904 77500 37395 40105 4560 35545 4179 2059 35247 18790 16457 16630 15931 6590 5718 872 847 11848 10731 234941 233988 47520 8232 186468
shrinkage=0.000980392


Tree=4605
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 921 775 1453 726 1002 540 976 496 383 10 570 15 909 447 900 765 1246 901 1035 1145 907 838 1382 489
split_gain=23.5145 21.1396 18.9659 19.2473 17.8432 37.016 16.7924 19.5181 19.2853 19.1556 22.9359 21.3802 20.9286 18.5618 20.6058 16.8561 16.7408 18.0812 18.405 18.681 18.7883 17.949 17.8043 17.4112 19.8456 16.8732 18.3205 18.1174 17.2046 17.4242
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.62154522891879982 0.13281703179381904 0.51954049301251548 1.0000000180025095e-35 0.69854289147193727 0.99026637822014563 -1.1340907276278103 -0.74322539953160838 2.2118716902368778 1.1855328726172645 -0.4998781572545779 1.9016026118134437 -0.21963219460843428 0.59972846529787971 0.41331674494487913 0.57148697826932571 -1.1275752352374568 0.80839247424455241 1.322839906388789 1.0000000180025095e-35 3.0421924527387119 -0.98986954280135453 -1.1353192862536305 0.46611829456460607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -3 7 8 13 -8 11 15 -13 14 -4 -11 17 18 25 20 21 23 -21 -20 -25 27 -27 28 -6 -30
right_child=1 4 3 -5 16 -7 9 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 19 22 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=4.5863584935151481e-05 -1.8543662748497878e-05 -4.6250310096436626e-05 -0.00017544725221218659 -0.00017192229325298838 -0.00031716695596453005 0.0003541941943512192 -9.0697084483623171e-05 -6.4476841119521673e-05 0.00017344527925583161 0.00032690765005410563 -0.00011144646420364327 -0.0011130129116576741 3.3203794546577776e-05 5.4112678003451952e-05 0.00056249987486026371 -7.1014123718509865e-05 -8.7236812706431154e-05 0.00026179214261730111 -0.00025281699581495805 0.00084787027919651999 0.00011995981536771262 8.7363532876262251e-05 0.00015073815010164406 3.2821925738050903e-05 0.0014338577230213975 -0.00021648733693595767 0.00093532000927527229 -8.0355338217790375e-05 0.0004377233713549527 -0.00014836495357197985
leaf_count=29559 190291 4821 3587 1947 383 1384 1564 9589 4799 4404 1062 84 896 13486 198 530 61493 1214 3705 177 3736 2270 2615 780 76 6915 98 8734 1118 416
internal_value=0 -0.0195941 -0.00862702 0.0335228 -0.0526966 0.0710217 0.0442609 0.0199752 0.0558626 0.128983 0.176546 0.229343 -0.0542372 0.0202343 -0.133448 0.288875 -0.0626493 -0.0152477 -0.0286209 0.0373844 -0.0122439 -0.0942109 0.208799 -0.186718 0.161136 -0.0895947 -0.202237 -0.0265811 0.18802 0.295579
internal_count=361931 332372 232437 42146 99935 6205 40199 31659 22070 8540 6976 5914 980 17271 3785 4934 93730 32237 31023 13359 10567 6831 2792 4561 856 17664 7013 10651 1917 1534
shrinkage=0.000980392


Tree=4606
num_leaves=31
num_cat=0
split_feature=785 713 1183 1247 1065 21 344 839 1381 692 492 89 1188 1385 700 756 503 1370 672 1053 498 14 1188 554 569 1449 1458 1458 1186 1450
split_gain=9.83388 11.175 11.5555 14.026 11.9889 11.4302 14.1458 15.5783 22.1209 14.4885 14.3901 14.2548 13.3293 16.1006 15.725 13.6908 13.0493 13.6244 12.6715 14.8501 16.1079 14.9545 17.4805 15.5161 14.1787 13.9505 14.1508 15.3557 13.7289 13.1883
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76365206452246459 0.2905428076071872 0.53317830391623378 1.0000000180025095e-35 -0.448881078927023 0.14185815479319433 -1.0593082161401268 -0.006971214242120825 -0.47931207614842536 0.16603435763014904 -0.4602194993060858 -1.4207197154600035 1.1595802638412813 -1.6026595041879164 -1.0623488931534213 1.7737799021787686 -0.65546635319905777 0.034540710982809815 1.7244653442151952 0.19438579048960511 1.7665110456065378 1.8342655485582615 -0.83554965952925375 0.90974908063288995 -0.82108684835595114 1.4454999719500954 1.6064162307333338 -0.26757824130472208
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -3 8 -8 11 -10 -9 13 -11 15 -15 -17 -18 19 21 24 23 -23 28 29 26 -20 -28 -7 -21
right_child=-2 5 3 -5 -6 18 7 9 10 12 -12 -13 -14 14 -16 16 17 -19 25 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0089937159418755734 -0.00035895016561018759 0.005460365094505459 0.029847730707343596 -0.019145437063151766 -0.01518406834541631 -0.0036515375699056269 0.025619563638488958 -0.00022430444010698161 -0.00079313761010133996 0.04509233953653935 -0.015923778829992293 -0.025206732966984419 0.011816557301063485 0.066048439345985699 0.035959296128631732 0.032510817802008908 -0.030595093107282246 0.03576750564654959 0.016033336166025706 0.011891275387420764 -0.033270004929251674 0.0096193548203135811 -0.038516347669860368 -0.048133369755595352 0.018738478802846872 0.019539935460614069 0.0025198651145106883 0.032078612076935485 -0.035127872328579134 -0.048299678191773998
leaf_count=2463 332372 3677 362 211 108 2752 220 980 1205 64 2237 414 1830 21 67 44 491 38 1327 107 100 1598 105 111 1096 1001 6414 234 192 90
internal_value=0 0.0359688 -0.102036 0.176503 0.391885 0.049894 -0.00335314 -0.058319 -0.164541 0.0371483 -0.20948 -0.146415 0.134704 -0.113563 -0.216899 -0.337517 -0.404427 -0.508764 0.090534 0.00900119 0.211743 -0.0538753 0.127615 -0.146544 0.278337 0.142414 0.111736 0.0701705 -0.114245 -0.295335
internal_count=361931 29559 3144 681 470 26415 11288 7611 3662 3949 3442 1394 2555 725 661 594 573 529 15127 6151 1393 4758 1703 3055 1293 8976 7975 6648 2944 197
shrinkage=0.05


Tree=4607
num_leaves=31
num_cat=0
split_feature=1423 131 746 484 143 291 224 994 13 1470 296 1023 286 489 1329 1458 1112 639 972 1042 289 147 759 415 153 1174 208 1451 768 1053
split_gain=9.61204 13.2623 15.1715 16.9356 23.5244 19.4423 18.2771 17.4717 16.7227 16.1567 21.7509 17.0932 22.698 26.003 18.799 24.0312 18.3708 17.4214 18.1869 15.9243 15.4615 15.0516 16.1467 15.0099 18.9596 16.3762 20.0333 16.43 14.9723 16.4395
threshold=1.0000000180025095e-35 -0.37314326152536875 1.0000000180025095e-35 0.081073671345261 -1.3648067980467833 1.2046412159661186 -0.64145860859575732 0.8842496980836686 -1.0154971524210996 2.4654230622009035 0.65106882433294466 0.36003600613833892 0.6559276304947036 -0.18609609135983576 -0.3748736894264067 0.063243197193168704 -0.30406171405081894 -0.57499013683047295 -0.67999666597749209 -0.090974363692285551 0.49077898752712906 -0.72328945991697269 -0.70784162600503808 0.21080901264847632 -0.91068974075750087 1.4946506645754163 -0.34818613693989714 0.13675593870780142 0.49554574063708062 -0.31040375293117861
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 -8 20 11 -11 17 13 19 -15 16 -16 -10 23 28 -4 -6 -23 24 -19 -25 -27 -28 29 -13
right_child=1 2 8 4 21 6 7 -9 9 10 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.00012976183593077487 -0.0038596289996140295 -0.0024475373353087995 -0.0021737942055007546 0.038051765013143932 0.0011155360409257574 -0.0078180386754260877 0.021747138385904766 -0.0347687553161534 0.0077091633927375324 -0.039501029938975168 0.041567766714566065 -0.013549980590036766 0.022674915597467104 -0.018615948443861996 0.030968021447270646 -0.01967421294188236 0.00014822263747805682 0.013077718628440541 0.00098657788941667376 0.023668164156536053 -0.02474768338450898 -0.029029492548780907 -0.0096059716837025976 -0.0039263298749287077 -0.02229664590268907 0.099488395764482304 -0.056978255372106081 0.075467866548082019 0.024878708177705045 0.011584038402330249
leaf_count=287068 30569 11253 1809 203 1983 606 1239 101 3772 259 49 561 1001 787 357 395 565 283 8245 876 698 1172 4782 678 1544 49 51 23 335 618
internal_value=0 -0.0298421 -0.00453027 -0.0586336 -0.163228 -0.00493916 0.216758 0.365174 0.0343579 0.0545694 -0.486564 0.0624154 0.161894 0.0960786 -0.0862148 0.0658536 0.251289 0.0166066 -0.0326986 0.243912 -0.162858 -0.18811 -0.259921 -0.216164 -0.339053 0.0744923 0.931515 -0.0691313 0.113655 -0.00109076
internal_count=361931 74863 44294 21339 8140 13199 1946 1340 22955 20448 308 20140 5495 4494 2104 1317 922 14645 10873 2390 2507 7937 5954 2628 1827 801 123 74 1514 1179
shrinkage=0.05


Tree=4608
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 564 515 578 498 928 728 651 507 864 912 973 914 698 1038 1431 470 689 634 788 651 1452 1238 627 1247 785
split_gain=18.0066 15.248 24.877 21.5822 48.3394 25.3699 21.6962 19.6086 20.3827 19.1659 25.7464 29.4046 26.4641 25.4252 24.6417 21.2092 22.0274 21.5639 20.9636 20.2559 19.9597 19.5465 20.9163 19.172 22.3176 26.7122 19.0626 20.8761 18.5573 18.0822
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 -0.87905496296652397 0.59235351831561789 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.0941628986121894 0.72275257928592751 1.4915456331499788 0.84874543308613937 -0.20113678851527941 -1.7367869709315968 1.5197873595272351 1.0099929608726099 1.0000000180025095e-35 -0.64429193114355554 -0.86854581415873378 0.38349571241217301 0.58396494997324677 -0.63504016340352343 -0.6968354641114346 1.4345588693328943 -0.76114766347539387 0.58460966528228819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 5 -5 6 -2 8 -4 13 11 12 15 18 20 16 19 -18 -3 -11 -12 -14 -23 24 25 -22 -25 -28 -8 -15
right_child=1 2 7 4 -6 -7 28 -9 -10 10 14 -13 21 29 -16 -17 17 -19 -20 -21 23 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=4.0786132493967036e-05 -5.590187336497924e-05 4.3642379292189047e-05 -4.4173104571125012e-05 0.00029659511673477156 -2.7055437764696323e-05 -0.00015582266634495555 -9.4404935113598994e-05 -8.8992686225512792e-05 0.00045669098233732915 5.4765889344367896e-06 -8.8969366936532437e-05 -0.00018263236021140314 -6.0882947078932149e-05 -0.00014125080213679123 6.387123530970446e-05 -0.0001443875836069229 -0.00018696020049035675 0.00021430155663580141 0.00019593733963052933 -0.00054978217910773913 0.00011539536295842037 3.1300029218444377e-05 0.00042492375082303933 0.00014422657007637156 -0.00014896797069701112 -5.3757282203735905e-05 1.3206545140969077e-05 -0.00042277115844734493 5.4599895359186617e-05 8.4025492798149126e-05
leaf_count=29559 86094 42560 934 2736 10940 11199 7152 22217 573 3210 38055 2089 761 5667 12113 2719 846 5274 4575 466 5658 898 2141 5744 7496 17938 7053 671 22158 2435
internal_value=0 -0.0165418 -0.00377899 -0.0370867 0.0519816 -0.0479612 -0.0364493 -0.0727139 0.164975 0.00628193 -0.0115882 0.0642392 0.0961568 0.0405466 -0.0280932 0.0437397 0.0893083 0.170404 0.0611115 -0.048759 -0.043736 0.250941 0.326612 -0.0143901 -0.044708 -0.0113666 0.0566036 -0.0224112 0.0221731 -0.0746883
internal_count=361931 332372 192093 140279 13676 126603 115404 23724 1507 168369 113132 18404 16315 55237 94728 12515 9796 6120 47135 3676 82615 3800 3039 44560 31092 23596 13468 7724 29310 8102
shrinkage=0.000980392


Tree=4609
num_leaves=31
num_cat=0
split_feature=1371 499 1178 550 1043 792 149 606 497 562 1464 1454 1398 1452 981 1174 1044 0 1390 224 555 1045 1326 348 977 1324 628 501 1317 1454
split_gain=9.46079 11.113 11.8774 10.9838 12.9128 11.1295 13.3426 12.0928 10.5572 10.4377 10.1228 15.0432 16.9036 18.7916 19.2727 18.5396 18.3821 18.6053 16.7327 17.7645 18.3698 16.4859 15.5051 15.3171 16.1483 16.136 18.6124 15.6308 15.1652 15.0153
threshold=3.4357416210103824 -1.7751342901158156 -0.17239551631999986 0.82007178199848485 -0.21283290895587034 0.6540212943698811 0.27528813920588863 2.1543936751333881 -0.52491135900999375 0.70471700211205035 1.5993600128483978 1.0000000180025095e-35 0.15381938027106909 1.0409243383084115 -0.96591571782521057 -0.42548793536831131 -0.34235047043752032 0.98451520859811714 -1.1672841017398328 0.65850832806416493 1.6261719966657688 1.0651863606926857 -1.8602244842476752 0.91827156920660136 0.47162024318651069 -0.49313155379115275 2.2262810358521508 -0.974354842165704 0.26772925965181188 -0.37563712202834865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 9 -3 5 -5 7 -7 8 -4 -2 -1 12 13 15 -15 16 -12 22 -14 -20 -21 -16 -18 24 25 26 27 -17 -27 -26
right_child=1 2 3 4 -6 6 -8 -9 -10 -11 11 -13 18 14 21 23 17 -19 19 20 -22 -23 -24 -25 29 28 -28 -29 -30 -31
leaf_value=-0.00026985379003201937 0.0050488337338476649 -0.0011637440715363827 -0.051032312382103234 -0.027913659163979906 0.041032356059499932 -0.022740389914557815 0.031824784707275032 0.042120337123288082 -0.021408992431729414 0.10932686459513748 0.00078178815352577939 0.0039071865350916307 0.045723063810291578 -0.039654942244875958 0.034144134796859661 0.07988602232456693 0.071647892383685838 0.013984606951876564 -0.025039207057350028 -0.0010619704551830609 0.10764271691082963 -0.015087420880696346 -0.036520504301342675 0.027026696676349795 0.0022621066317196721 0.02880331568384106 0.13167228663602951 -0.023398493685910061 -0.004697133095560066 -0.037747401619275235
leaf_count=334911 69 2536 562 78 84 244 137 35 870 29 664 16146 61 85 423 24 28 151 1258 519 20 120 685 297 276 490 21 509 317 282
internal_value=0 -0.139495 -0.160804 -0.335606 0.249208 -0.421939 0.00670491 -0.558906 -0.618976 0.894764 -0.00197115 0.0449801 -0.0610083 0.0119542 0.36675 -0.0566532 -0.25332 -0.501558 -0.288145 -0.344252 0.134738 0.499585 -0.667888 0.0890702 -0.00223699 0.148677 -0.252388 -0.346646 0.335594 -0.348449
internal_count=361931 4644 4546 2010 162 1848 381 1467 1432 98 357287 22376 6230 4372 628 3744 1528 864 1858 1797 539 543 713 2216 1919 1361 554 533 807 558
shrinkage=0.05


Tree=4610
num_leaves=31
num_cat=0
split_feature=890 407 871 1235 21 230 1469 74 277 912 293 1454 355 1459 1047 490 1449 1453 1449 1453 1452 831 1470 1469 1451 1383 1425 982 1388 1398
split_gain=16.4838 21.0384 19.6967 18.8326 20.9069 24.2521 21.6822 20.9345 28.6473 23.6181 23.0197 20.7457 29.808 24.4077 25.5617 20.9652 20.1321 20.0612 21.1254 20.1096 23.0186 19.7081 24.1287 19.5452 24.8472 22.7763 21.7795 18.9868 18.9743 19.284
threshold=-1.0182342416987082 -1.2965003005540392 2.4008401756919917 -1.24934742919911 -0.32341995197817647 3.5257957604197383 -1.2201123333327371 -0.23738846657713589 2.5833172578372339 1.806446067014692 -1.2646652732794814 -0.86730870454553399 0.79932388612422067 -0.20658587490550656 0.58115216300573513 1.7152680023534133 0.51202977461113408 3.5235182473523379 -0.25215149739540188 5.5477399240790328 0.79547082264194502 0.7352422090975943 -1.1298860701531226 0.26697426476209379 -0.08096775928166193 0.15098337415701593 1.1710607803345987 3.0854258727671673 -0.077154622439425613 -0.70283998550490512
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 10 9 11 -8 12 13 16 -15 23 28 21 -19 20 -20 -6 -23 -13 -25 -26 -27 -12 -9 -30
right_child=1 2 -4 4 17 -7 7 8 -10 -11 27 15 -14 14 -16 -17 -18 18 19 -21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-4.0753745938142751e-05 -6.0713754848984242e-05 -6.3613146779699576e-05 -0.00012964762830115268 0.00016242727321458492 -1.1261800358433394e-05 -0.00031383032269913697 0.00020130380702665769 -0.00027870487151113762 -0.00049385063836423788 0.00035636558297271609 -5.2244410616527152e-05 0.00010319177761300442 0.00064245548656021389 0.00014974026820640092 0.0010230606976902421 -0.0002406600029611541 -0.00074746254214064776 -0.00036999832404267531 4.2735777018096936e-05 0.0003636286711432065 -0.00069253021104238887 -0.00013610834415027926 7.208620428267922e-05 5.3239607868108296e-05 -3.3550618610818436e-05 -0.00062562044293142181 0.00012294709134954724 0.00058513093177899912 -0.00052730313970713195 0.00044337898790205641
leaf_count=96477 36838 21291 7729 6483 108660 1129 2200 581 547 1298 18694 16325 651 473 205 1378 190 1604 612 449 255 2748 25668 5862 1557 868 236 227 126 570
internal_value=0 -0.00269462 0.00440852 0.00763685 0.0135903 0.0486453 0.0541426 0.0376512 0.0735182 0.0814003 -0.0191837 0.0679211 0.25149 0.119138 0.452328 0.0488572 -0.0552564 -0.0012054 -0.185103 0.00396796 -0.183091 0.00264316 0.0528785 0.0621206 -0.0260542 -0.209221 -0.462057 -0.0449883 0.0479928 0.285334
internal_count=361931 265454 228616 220887 199596 59600 58471 51988 30867 30320 21121 29022 2796 2145 678 26226 1467 139996 2920 1316 867 137076 28416 24848 8523 2661 1104 18921 1277 696
shrinkage=0.000980392


Tree=4611
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 340 497 691 348 842 779 423 978 1314 735 958 816 606 917 1347 773 1065 641 495 1390 77 1383 1468 423 895
split_gain=16.9654 22.0566 19.4007 24.3702 25.4527 20.1127 18.7101 18.1656 17.8465 17.2964 17.088 19.4144 17.7017 16.8854 16.8463 17.1933 19.973 23.0881 19.8678 19.6605 20.3464 19.5562 21.7202 20.9453 19.2471 24.7203 19.0167 18.05 18.0088 17.5737
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.29476615584548899 1.7603402020327763 1.8162821653890682 2.2841970610333457 0.34291078408764419 0.098727306288711139 -0.46476429952967968 3.2755819793892029 0.36969867185407429 1.7148806603482032 -0.63398465305558782 2.2560756724538602 1.313041538630376 0.34754775078765171 0.44224916350105375 4.3127385003387806 0.67705179624153933 -0.83074260431828117 1.0518754624258557 2.1370914862793571 0.98615041812372606 1.617277697914304 0.13053934129748787 -0.48440439011213404 3.9650802667107272 -0.30309620381609387 0.27654892694072097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 6 7 8 -5 -9 11 13 -13 -3 15 16 18 21 -4 28 -21 -18 23 24 -23 -26 -22 -19 29 -17
right_child=1 2 14 4 -6 -7 -8 9 -10 -11 -12 12 -14 -15 -16 19 17 27 -20 20 26 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.0458423585240801e-05 -6.1241529812980263e-05 -7.6964592938321506e-05 -5.7870556808557161e-05 2.4838860643716929e-05 0.00023706293784644394 -0.00020176875274623333 0.00026302502252405018 -0.00018125425169918767 0.00012184650471649623 2.1082156850718427e-05 0.00022650896871522313 -0.00012303800657912121 0.00015971925999660829 3.5217554339855762e-05 0.00010213976352634583 5.856928659273447e-05 -6.6722238259080292e-06 8.0940132887827093e-05 0.00096678462619281054 -0.00093825820140573701 0.00065144398413559325 -0.00015326611705330527 0.0007615658724106194 -0.00051938676870125265 0.0012509879682654102 -0.00034131369288821592 0.00014885654816433003 -0.00077132379110304492 -9.1721140205024739e-05 0.00044707166258877172
leaf_count=96477 36838 9498 59547 20470 3356 1906 1967 3213 15926 7005 1521 11358 1227 28459 5054 3221 30010 14751 88 80 538 3124 98 667 88 74 872 127 3751 620
internal_value=0 -0.00183152 0.0054411 0.0278687 0.0608212 0.0477597 0.0556582 0.046623 0.0693524 -0.0389267 -0.00786471 -0.0150683 -0.0955453 0.00996027 -0.0139278 -0.0198796 -0.0277654 0.00432869 -0.0572933 0.0756835 0.301242 -0.0276357 -0.162146 -0.186862 -0.119883 0.57228 0.352384 0.0758508 0.0255657 0.131807
internal_count=361931 265454 228616 105906 53843 50487 48581 46614 36396 10218 52063 50542 12585 37957 122710 117656 108574 48939 59635 9082 1490 34061 4051 3953 3286 162 1410 14878 7592 3841
shrinkage=0.000980392


Tree=4612
num_leaves=31
num_cat=0
split_feature=1431 1230 841 296 217 765 1178 223 1046 968 773 1042 1452 1465 1453 464 1119 1453 1454 666 561 1327 1257 541 1464 1450 1465 499 1467 1
split_gain=9.56518 13.5096 17.8835 15.7821 17.4194 15.5464 15.6028 15.4742 15.6558 19.347 15.4167 15.3084 15.3012 32.6126 25.874 22.3508 20.4296 19.9955 25.2466 19.6022 19.4016 18.5611 20.4169 18.4139 18.8927 18.4034 19.8507 18.6133 18.5021 19.0241
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.2890949349207199 0.77677599959171906 2.2548793795020177 1.6701512686802198 -0.1563578590020353 1.1644944287726431 1.953874036595858 0.95125703103703174 -1.2915968091053391 -0.13148278070870789 -0.58911782507014421 -0.58077491096849221 0.10786919360362883 1.0000000180025095e-35 0.91959652887535848 0.79148951339580464 -0.47921441570843964 2.2575337098986954 0.91124968725255406 0.76750254166597498 1.6361377910849619 1.0000000180025095e-35 2.0300025928984748 -0.41803756230076128 -0.45293406362143868 0.24008347081943596 -0.4611800328772096 -1.1674658919430332
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 12 -7 -1 11 10 -10 -9 13 16 15 23 20 25 -19 -14 -3 22 -20 -15 -25 26 -16 -27 -28 -30
right_child=-2 5 3 4 -6 6 -8 8 9 -11 -12 -13 19 14 17 -17 -18 18 21 -21 -22 -23 -24 24 -26 27 28 -29 29 -31
leaf_value=-0.00085364021642472798 -0.00099617648126937536 0.013445751651032756 -0.008070315579580661 0.0027073391103723588 0.071044902566692644 -0.010006921714218736 0.00061550306495411142 0.0090656039060950048 0.054781728290606679 0.031938833386103052 -0.051246440938400167 -0.00061372616777539773 0.00020620205785152007 0.0018745473165582252 -0.034179919293832906 0.0071198193832129417 0.00044925240051790988 0.017512130979848085 -0.014709443081518937 0.0095169743988002525 -0.0032574840116454183 0.012928672379128951 0.021132799657044996 -0.013892129639696422 0.044314313189184704 -0.011374635400629156 0.016231303906417079 -0.041682213314524118 0.080722871905553231 -0.011159020365468652
leaf_count=76206 139558 6578 7538 1626 51 3498 4106 5218 20 66 226 4342 83686 5786 268 8062 2824 843 1646 2640 1116 538 221 2211 97 679 526 477 31 1247
internal_value=0 0.00581549 -0.0162224 -0.116539 0.102574 0.0206837 -0.0815906 -0.00548976 0.0835433 -0.466023 -0.813988 0.100035 0.0268579 0.0676138 0.018296 0.0663958 0.16788 -0.103385 0.0180412 0.010688 0.22701 -0.0986793 -0.20651 -0.0264251 -0.228409 -0.234868 -0.106685 -0.473632 -0.0187423 -0.177455
internal_count=361931 222373 95293 9215 1677 127080 7604 86078 9872 312 246 9560 119476 33150 22632 16156 10518 6476 3248 86326 7694 2405 1867 8094 2308 3228 2072 1156 1804 1278
shrinkage=0.05


Tree=4613
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 564 515 564 623 566 723 770 348 1247 312 505 345 422 1052 1468 699 828 483 768 635 361 842 971 208 17
split_gain=20.7024 15.1523 23.4978 21.4475 48.6475 24.9598 22.7454 19.3779 18.2266 20.6007 19.7947 19.2543 19.2004 18.2074 17.9602 30.083 19.7152 18.604 22.4541 17.9208 20.6713 17.8178 17.2207 17.1008 20.4149 19.9295 17.0617 23.2631 17.2641 17.3873
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.8264116105874431 1.9538269969423816 2.1059719136688364 1.0000000180025095e-35 1.1976726590858044 -1.617447066059148 -0.76114766347539387 2.2039299641339203 0.62503261066003934 -1.2442659767682545 0.77525209604324774 1.4850263004597373 0.50871131412698856 0.071153870502645641 2.8184711628317083 1.1592438018667093 -0.47515847854358045 0.39773657454699612 2.3122102010702545 2.8452088697850004 -0.75589951499313957 -0.39485691971833631 -0.44858322572961001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 5 -5 6 23 -4 9 14 11 22 -10 -8 -3 -16 -17 18 -18 20 21 -15 -11 -2 26 -26 -25 -28 -29 -30
right_child=1 2 7 4 -6 -7 13 -9 12 10 -12 -13 -14 19 15 16 17 -19 -20 -21 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-3.8741757510878237e-06 -6.0482676818724758e-05 -6.1469151730444293e-05 -0.00013509800775034114 0.0002471506234704535 -7.6038187450643691e-05 -0.00020257092775254949 -0.00013994798368847315 0.00011597898805701081 -0.00056174830225025362 3.2679178987009658e-05 0.00016412466348802396 -0.00059497004540546379 7.1948234411850373e-05 0.00012207743899112105 -2.8988877047592609e-05 -0.00078089027575411606 0.00046303811327006806 -0.00012862738814359124 -0.00064164200954249515 -0.00013187250296051547 -5.4971296350317264e-05 -0.00074024662606297584 -0.00065632411046130104 -0.00017381089854782248 -7.7919605680404035e-05 0.00047552105028007705 -0.00071778968695631858 0.001290181849818408 -0.00086401581756076517 0.00060035490635143845
leaf_count=29559 31097 144074 22268 2736 10940 11199 7152 1456 313 2645 3640 310 8070 9639 7284 92 1318 331 96 4283 8071 165 196 37447 16790 343 122 92 58 145
internal_value=0 -0.0664808 -0.0538061 -0.0867597 0.00148824 -0.0974784 -0.0861676 -0.120285 -0.0440628 -0.0498351 0.0650797 -0.0653894 0.0557347 -0.0266381 -0.0558287 0.0361369 0.267847 0.310279 0.410663 0.00635328 0.0407241 0.112498 -0.0108287 -0.107024 -0.13483 -0.0670654 -0.170657 0.297166 0.591184 0.192803
internal_count=361931 332372 192093 140279 13676 126603 115404 23724 168369 159986 6791 3151 8383 29310 153195 9121 1837 1745 1414 22158 17875 9804 2841 86094 54997 17133 37864 417 295 203
shrinkage=0.000980392


Tree=4614
num_leaves=31
num_cat=0
split_feature=470 464 816 809 1185 1041 754 841 1189 1445 341 529 1256 496 1002 231 1047 475 1470 122 184 762 694 753 114 926 423 1053 278 836
split_gain=17.5578 28.2582 18.8694 20.4071 24.4064 23.4035 22.3397 19.7684 19.6726 19.2291 18.7077 18.4759 23.6246 22.9061 19.1685 22.8913 17.5514 21.3084 24.965 23.3066 23.1998 25.7612 22.8887 21.5025 21.0568 20.5564 18.2583 20.4715 17.9566 17.9378
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.66649192610754393 -1.1306509272477581 -0.65253969212154261 2.3218875611781908 1.1672291848996961 -1.8466455859142397 1.6380901172106308 1.6369401821412268 1.0000000180025095e-35 2.5527180317845155 1.3494046647763984 0.69854289147193727 0.66120899063968608 -0.64366902969566719 1.0000000180025095e-35 -0.19557876273217531 1.0000000180025095e-35 1.0000000180025095e-35 2.32448749172119 0.1569943314123903 0.29736051286470905 3.7888525678453377 1.7700394456392414 0.58712628411333601 2.5514981180035616 -0.1771996794685648 0.39142554513163436
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 7 4 -4 -5 9 -2 -8 -6 16 12 14 -13 15 -7 -1 18 19 -18 21 24 23 28 29 -21 -22 -28 -20 -19
right_child=2 -3 3 5 6 11 8 -9 -10 -11 -12 13 -14 -15 -16 -17 17 20 22 25 26 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00015467263619775592 -1.2946265207090087e-05 -8.5259893246395793e-06 -0.00014383034893873873 9.1922937339664808e-05 5.5221500109297763e-05 -1.2900228726180086e-05 0.0017389464338304485 -0.0001172360037776662 -0.0001787207497260483 -7.3272739967838969e-05 -0.00020859304595377694 7.937572593818251e-05 -0.00079509841127923034 -0.00056289678034956775 -0.00027653914756132911 -0.00035261658944103151 6.1168951250243676e-05 0.00014384708808140578 -0.00025092035699963582 -9.4495839392236622e-05 -2.2581722116303737e-05 0.00084491747795773441 -0.00033808753496978602 0.00025308613478122521 -0.00099446262763651177 -0.00066556606390732868 -0.00043829565304897048 0.0015268451214242495 -5.3992716056374928e-05 -0.00013937985700863604
leaf_count=15452 77176 89765 4575 4017 70440 5590 24 11148 3404 7358 13354 3623 233 284 2485 995 10309 8272 5645 5524 4976 200 3925 1302 84 551 1683 49 7759 1729
internal_value=0 -0.0339844 -0.000378375 0.0187356 0.0328958 -0.0474315 0.0404701 -0.0265895 -0.162899 0.0468511 -0.0761927 -0.0906026 -0.140335 0.0357417 -0.12364 -0.0648687 -0.0623828 -0.0419557 -0.0789879 -0.00825071 0.0356003 0.106485 -0.149271 -0.102809 0.0848739 -0.140079 -0.100901 -0.387011 -0.132077 0.0973593
internal_count=361931 170579 191352 103028 85801 17227 81226 88324 3428 77798 80814 13210 9303 3907 9070 6585 67460 52008 35015 16384 16993 10285 18631 14706 10085 6075 6708 1732 13404 10001
shrinkage=0.000980392


Tree=4615
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 728 1452 1470 900 1148 276 553 921 486 689 689 508 728 420 389 1445 1466 746 1458 769 188 779 395 1453 1453
split_gain=17.999 16.1132 20.7061 22.869 19.7406 18.7337 21.5272 34.1128 21.498 28.4056 26.6859 22.0868 20.2783 20.0431 19.5196 24.7764 27.6258 23.1464 20.8087 19.1399 24.0494 19.0325 18.8941 23.1136 21.7811 21.625 21.7512 21.4996 20.8249 29.3148
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 0.79547082264194502 1.3024667090820021 0.081690409880240483 1.9644670326249816 0.20121479534615047 1.2005743410820591 0.62154522891879982 -0.072877624658643128 -0.64429193114355554 0.72022076402865742 0.93928964529742032 -0.90320472132347296 -1.047812579553923 2.0012238438612475 -0.68639091397834817 -0.081864550713907927 1.0000000180025095e-35 -0.21238062798407994 0.038543951908705756 1.4988839639600011 0.11574354362826442 0.66415532897360485 3.1908772890973043 1.9142027959396961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 12 -8 22 10 -10 13 14 -12 -2 16 -16 18 -18 -15 -21 -9 27 24 28 -26 -27 -7 29 -24
right_child=1 2 3 -5 -6 8 7 21 9 -11 11 -13 -14 19 15 -17 17 -19 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=4.0587874174496912e-05 -7.9765410201613026e-05 -3.9722111681447432e-05 0.00023432766925165151 -1.29176240542929e-07 -6.0273078150882166e-05 -0.00011324154950132929 8.0947083563532446e-05 0.00086633221301982252 -4.7474713027429919e-05 0.00012254788684952739 -2.416488446473109e-05 -0.00013799490259036969 -0.00011077208921481518 7.2049149832180504e-05 3.3797154725351626e-05 -7.7025490250917867e-05 -0.00015101438683658096 -0.00073349220656333705 0.00028667155615221749 0.000620852604968015 -3.2801307382334484e-05 -0.00086934222243504038 -0.00011771265122472665 1.61815681619855e-05 -2.4210957508235501e-05 2.4011088591335759e-05 0.00064589624494015125 -7.8797108828745916e-06 -0.00062421077181654485 0.00037079935958819472
leaf_count=29559 8829 9447 5244 5700 1127 57992 9158 313 65163 7197 13696 4141 7944 19280 20233 7814 649 124 4067 571 435 52 21312 32388 13511 574 442 14015 401 553
internal_value=0 -0.0167367 0.0397677 0.0953053 0.1826 -0.0216395 0.0145881 0.110449 -0.0313015 -0.00759985 -0.0182679 0.0293457 -0.00534037 0.0473629 0.014852 0.040678 0.0742274 0.218002 0.240885 0.0900749 0.372217 0.741259 -0.0527688 -0.0275721 -0.0688447 0.00369492 0.3038 -0.086591 -0.114606 -0.104692
internal_count=361931 332372 21518 12071 6371 310854 59183 9523 251671 110483 103286 38123 49660 33982 41716 32887 25073 4840 4716 20286 1006 365 141188 69181 36793 14527 1016 72007 22266 21865
shrinkage=0.000980392


Tree=4616
num_leaves=31
num_cat=0
split_feature=134 562 539 1391 74 793 1431 1035 86 841 429 1122 78 1257 704 286 1173 912 427 622 0 276 626 769 350 1312 905 638 976 348
split_gain=9.75661 16.519 15.6983 15.9229 16.4362 16.9056 23.4806 19.2144 16.3462 15.5855 15.2037 15.1259 16.0438 15.9141 18.4943 17.3201 16.5131 17.8266 16.3981 16.1119 15.9615 15.9998 15.5649 15.4701 15.3548 14.6924 21.2019 19.2705 17.2875 17.2302
threshold=1.6445699455742113 3.7700895438411584 1.0000000180025095e-35 1.0788641960869383 0.44704497773147617 1.0000000180025095e-35 1.0000000180025095e-35 -0.21524209484132009 3.2110441953156816 1.076958258958197 0.44459364927641531 -0.64284551309282778 2.0440924155008244 0.9067613818991902 1.5123007524480223 0.9388376256508717 1.655733842516488 -0.92746224517440867 1.2010372466543877 -0.80301412431510244 -1.3319022168426102 1.173663610005746 -1.3653990845574608 -0.50590737796752361 -1.3897742163736073 -0.58999500238114144 1.0000000180025095e-35 -0.81763283640116502 1.3531022896619482 -1.6499042645905495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 -6 10 -8 25 11 -7 12 -4 14 16 -16 -13 -18 19 -17 24 23 -19 -22 -15 26 -5 -28 -29 -27
right_child=1 -3 9 4 5 6 7 -9 -10 -11 -12 13 -14 20 15 18 17 22 -20 -21 21 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=-1.7799971224764986e-05 -0.0069230400978163567 0.02904670232923133 0.0031173745150997242 -0.0083876886875605527 0.00074214568576168923 0.044096047038521553 0.1766935205632488 0.036316903897670137 0.065199926925509008 -0.0094015805906764154 -0.0697597391482042 -0.0052374487631892614 0.020173490827015795 -0.06050773950519206 0.0035791346654584812 -0.024935162691689119 -0.025026356752930419 0.12130714735467694 -0.043540758896332077 0.063441490448542234 0.015191228803677848 0.032143608429473051 0.019087775194960212 -0.0099960970107344903 0.049942217906021526 0.039791094443528019 -0.032230403992648808 0.045590250296191182 0.1550247423611181 -0.015714085518520431
leaf_count=313863 21175 301 3962 432 292 104 46 33 56 2731 36 12044 1037 33 822 47 179 21 38 190 585 241 570 946 179 139 64 177 25 1563
internal_value=0 -0.04213 -0.0464092 -0.107781 0.101086 0.58532 1.1012 2.35365 -0.0055702 -0.00484005 0.479695 0.0183511 0.137554 -0.0206167 -0.052737 0.258403 -0.0808116 0.274413 0.787482 1.00373 0.181274 0.104099 0.462043 0.00485593 0.795272 -0.0534308 0.305819 0.877026 1.2335 -0.215976
internal_count=361931 48068 47767 24142 2967 511 219 79 2456 23625 140 20894 4999 15895 13911 1097 12814 770 275 237 1984 1772 591 1531 212 2400 698 266 202 1702
shrinkage=0.05


Tree=4617
num_leaves=31
num_cat=0
split_feature=785 21 126 312 520 672 748 222 192 1469 1459 1454 292 979 1468 1459 1463 1462 1463 1454 1454 21 1451 1463 1450 1463 830 1038 623 1014
split_gain=9.7063 11.0886 16.2342 21.2539 23.897 21.8228 20.9346 18.9326 17.3387 19.8706 31.8299 20.6922 23.3326 18.5835 17.1891 16.9469 16.7721 20.7833 18.2341 36.5462 27.3954 24.2918 28.5156 27.231 23.8098 23.6954 21.4498 20.3537 18.6722 18.2745
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 2.2039299641339203 1.5103007336851382 -0.65546635319905777 2.3188760003929425 -2.2216816779835127 1.2122121776540187 -0.82670318039759672 -0.15184483386147815 -0.63228822985738853 1.2374811019367316 1.3504707218678482 3.2937191260639342 -0.30873848497620887 0.27735576329560918 2.6555920454737483 0.45108069140960899 1.6537132332631717 0.29389689997288809 0.43301101584543472 -0.38148994849378032 0.36944779107197662 0.20285747808121529 0.39531438624466758 -0.16697307427855404 -0.4970840389113948 1.2829615219993695 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 16 6 -5 -6 7 -4 -9 10 11 -10 15 -14 -11 -13 17 -3 19 20 21 22 23 -18 28 -26 -23 29 -24 -28
right_child=1 2 3 4 5 -7 -8 8 9 14 -12 12 13 -15 -16 -17 18 -19 -20 -21 -22 26 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0017369524374408647 0.0007916359789255583 -0.0028004521952478536 -0.036730208320070949 0.0021498748868225485 0.0034395843390044828 0.027459280798531639 -0.011893518345754577 -0.00051359299988515286 -0.022215798101401615 0.0069334524621738822 -0.015265030632044464 -3.3791279626421758e-05 0.059305414024081349 -0.04897360572844299 -0.050169551033754645 0.035305136434048756 0.013271963611313659 0.0082998516227865814 -0.00069182061758549229 0.041406821850627294 -0.0099847323866554035 -0.030719696679964787 -0.0030275071131573572 0.044569186064924188 -0.00052864261215012948 0.054775292338608221 0.018310155794334589 -0.0052486067548319177 -0.05433890582242238 0.12515922556922529
leaf_count=29559 91008 100013 319 4505 694 849 2733 83499 270 9426 1542 877 156 22 80 193 1176 2026 28277 324 1451 424 960 544 268 180 63 338 131 24
internal_value=0 -0.00814144 -0.0161625 0.00468002 0.124104 0.336519 -0.00420125 0.00060211 0.00201114 0.079397 -0.0759064 0.148049 0.259473 0.951918 0.130603 0.131773 -0.0341894 -0.0503646 0.0105654 0.132057 0.0810205 0.182841 0.27741 0.481712 0.0275783 0.485053 -0.182371 0.160833 -0.179501 1.11065
internal_count=361931 332372 241364 105165 6048 1543 99117 96384 96065 12566 3060 1518 1248 178 9506 1070 136199 102039 34160 5883 5559 4108 3259 1720 1539 448 849 425 1091 87
shrinkage=0.05


Tree=4618
num_leaves=31
num_cat=0
split_feature=652 747 1454 85 288 227 906 635 1392 557 219 898 1235 787 1465 1180 830 570 1181 795 498 1460 66 1173 521 18 1105 141 359 5
split_gain=9.62501 12.7865 16.5306 16.0188 16.6428 15.0669 14.9377 14.6474 16.1777 12.9039 14.0476 12.742 15.8438 15.8413 14.8136 14.2665 13.9834 15.5563 15.0994 13.8338 17.4862 17.1664 19.1432 18.6516 14.8332 15.8075 14.3352 14.192 14.4252 14.0362
threshold=-0.98896428961744431 2.2668746584208797 0.13021184176095849 -0.27143212402539113 0.10911941809622974 -0.067396728043336782 0.15802252754322252 -0.29900167353667767 0.72059419881537468 1.2779790604841763 -1.1880467998856328 0.81470252669704457 1.1753929839372763 3.2988937621060916 -0.54559165837287227 -1.2350923461298511 -1.2112185498207151 -0.81290555499629547 -0.44500455061969929 -0.29258408639884992 2.6567927302501411 0.045996065348618519 -0.71144088264426897 -0.072401751245893639 -0.66735344240997263 -0.24633988845693958 0.67728623464369064 0.3409651719163096 -1.2361890136108769 2.7681081931004035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 -4 -5 7 -7 8 -3 11 -11 12 16 14 -14 -16 17 18 -1 21 -21 23 26 24 27 -26 -23 -18 -29 -25
right_child=-2 2 3 4 -6 6 -8 -9 -10 10 -12 -13 13 -15 15 -17 19 -19 -20 20 -22 22 -24 29 25 -27 -28 28 -30 -31
leaf_value=0.036355862371989157 -0.00044702943066583008 -0.014250598185596507 -0.057517611280028726 -0.047227147336858899 0.010585465905847781 0.0045161041774022959 0.064096727359210404 -0.034380545129249228 0.046998251298192094 -0.021132446917601733 0.0082534130185591553 -0.0038318452888588244 -0.024585123807860418 0.067186217773337234 -0.042078124513643116 0.00037574760677490241 0.02112869477659933 -0.012836781229095926 -0.0080289598123181247 0.00026351465123384356 0.053225398188979346 -0.0065864635872846843 0.017081500613689928 0.0087877015481023554 0.0020343486361762675 -0.011489067288149045 0.025184147399810747 0.085885299175573152 -0.016537460172987781 -0.031085047421020886
leaf_count=195 316050 165 147 101 146 170 62 203 72 294 4688 6974 633 34 128 1265 631 1890 259 13943 65 951 2538 5087 2395 2162 241 25 286 131
internal_value=0 0.0267462 -0.20902 -0.565097 -0.233056 -0.00190844 0.427153 -0.249693 0.122619 0.0329305 0.139975 0.0188238 0.0365022 -0.158541 -0.185515 -0.0595339 0.0492534 -0.144716 0.252157 0.0613094 0.011229 0.110376 0.239002 0.0634435 -0.030816 -0.0844894 -0.00636622 0.233475 -0.191713 0.158417
internal_count=361931 45881 1066 394 247 672 232 440 237 44815 4982 39833 32859 2060 2026 1393 30799 2344 454 28455 14008 14447 3730 10717 5499 4557 1192 942 311 5218
shrinkage=0.05


Tree=4619
num_leaves=31
num_cat=0
split_feature=50 56 1470 1454 634 976 1185 266 1124 829 488 30 979 1391 1388 878 1178 117 1051 1442 909 967 1236 980 1176 21 1463 1316 1047 1470
split_gain=9.55451 18.3035 15.6323 15.5009 15.2296 18.0268 19.1758 19.1358 18.0466 18.3101 19.8547 17.0654 18.3371 19.6926 16.9656 16.7759 16.762 16.2277 18.7095 17.4295 19.4634 19.0967 19.2148 18.2422 17.3281 17.2149 19.5444 17.1644 16.9837 16.9637
threshold=0.55630078546380823 0.58160213896575708 -1.3782462404802098 -0.98478334500156417 -1.3552249032836601 0.56273754269554366 -0.86528872094083653 1.8774517785392637 3.4845015844976723 -0.2266622048059336 0.79483686415450649 1.0000000180025095e-35 0.61794042059943444 -0.30733824769869283 0.064908265345723526 2.630508148566769 -1.0985702264324531 1.8421106730875214 0.96134933767331532 -1.2625182715263061 0.77955888130362561 0.32606639426463346 -0.38209021429422135 1.216571808765075 -0.89154261617199693 2.1349806934485605 0.92572597085387931 1.1354876501823294 2.6346259685590301 1.4838090556700341
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 -1 7 -7 17 9 10 11 12 14 16 -8 -11 -14 19 -19 -6 21 22 23 24 -21 -22 29 -28 -23 -27
right_child=3 2 -4 -5 5 6 8 -9 -10 15 -12 -13 13 -15 -16 -17 -18 18 -20 20 25 28 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0053196236717431298 -0.012675448711797696 -0.04088048896709158 0.0011365189663809904 0.00098814488274996106 -0.0043617353496482039 -0.0045422761654246918 0.011589560770527814 -0.0083507558388861269 -0.028580607119557844 -0.00071664479073552752 -0.0028942039304397237 0.0012923311532591992 0.13079739420254824 0.010428304283147177 0.00090126403564509705 0.039751667766174809 0.030090337542803408 -0.0097800772348177623 0.0072987104434235148 0.0079219702896094549 -0.0023607628081560956 -0.0037497827228499289 0.0045479399160597402 -0.0065068439985824919 2.7596777016176212e-05 -0.025153027092546167 0.022240857478666443 -0.048538107869376665 0.021927466555858879 0.022118291116308496
leaf_count=18749 1290 120 62842 82873 23894 10009 5251 7522 407 21142 3876 5585 21 1512 3919 128 828 6655 1199 5026 24307 17225 19167 4944 31383 1268 247 56 370 116
internal_value=0 -0.0112603 0.0212522 0.0164022 -0.0234036 -0.0179667 0.0232092 -0.0317868 0.0443294 0.0486915 0.0974754 0.133248 0.187965 0.372169 0.13622 -0.0075839 0.657468 -0.0258205 -0.140094 -0.019569 -0.0076093 0.0115447 0.0304411 0.00117181 0.0201727 -0.0631289 -0.293554 0.208895 -0.0627205 -0.421813
internal_count=361931 277768 62962 84163 214806 196057 52678 143379 42669 42262 20992 17116 11531 2361 9170 21270 849 135857 7854 128003 104109 78115 60520 41353 36409 25994 1687 303 17595 1384
shrinkage=0.05


Tree=4620
num_leaves=31
num_cat=0
split_feature=785 120 404 608 45 1181 980 118 1148 1469 287 1366 928 1175 835 671 211 624 155 1463 746 139 566 1037 563 696 360 1255 552 1461
split_gain=16.3626 14.3329 20.4579 20.5345 18.4244 16.7287 16.9614 16.4304 19.9897 18.6303 16.2024 19.7197 18.1861 19.7664 22.4869 20.8954 19.8132 19.236 18.7992 18.3862 18.2589 17.8573 17.5916 19.5163 21.5677 18.2759 17.4493 17.2597 17.2274 17.5571
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76881834321921005 1.6529830500154947 1.0000000180025095e-35 1.2997001116531657 -1.2837981576665836 1.0000000180025095e-35 1.9644670326249816 1.7934017781504392 -0.33930893207134111 1.0000000180025095e-35 -0.97827964681891932 0.19930721956619482 -0.93801042819365543 2.6425086185778714 -0.73648451921285307 0.90770003389480858 0.30772863923178212 1.9638853649096906 2.6418189434053163 -0.64533475844804233 -0.26872125804244584 -1.0083414431721078 -0.5498722312175125 -0.43267553911283702 1.8590861205624196 2.419752784172442 0.3588827622099704 3.9993613276323443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 5 -4 -5 7 -7 8 9 -3 11 28 18 14 -14 -15 21 -17 22 20 -18 27 25 -24 -25 -12 -20 -16 29 -2
right_child=1 2 3 4 -6 6 -8 -9 -10 -11 12 -13 13 15 16 17 19 -19 26 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=3.85776745226157e-05 2.9155511277618178e-05 -7.7045819645953203e-06 -0.00012599054896643769 0.00042891888829676603 -0.00047183701493220371 -0.00033238359021382227 8.1136355184700313e-05 -7.412320731307214e-05 0.0001844553943436056 -0.00020102260253576212 5.8142969628137527e-05 -7.6691035285020174e-05 6.3323527878033647e-05 4.2571724856400532e-05 -5.6309980319102078e-05 -6.5930376244629745e-05 -4.7552623942355832e-05 -0.00062987961043973876 0.00016412655291715489 -0.00027751399883716761 -0.00032900945718546983 0.00010449369339506904 -0.00031052743499279271 0.00048652888631445246 8.4968296579219059e-05 -0.00022439572437535441 0.00081157200986529141 -0.0011405331480212352 -7.1205264898171873e-05 0.00048944163280397076
leaf_count=29559 24475 47532 22787 580 146 683 10105 40636 2385 3388 2349 32863 11821 45482 4309 935 44913 374 4902 1931 1002 7580 660 678 5641 2276 189 78 11313 359
internal_value=0 -0.0161089 -0.0375173 -0.111192 0.261746 -0.0238567 0.0617508 -0.0352526 -0.00834681 -0.0195518 -0.00458071 -0.0348844 0.00958338 -0.000599557 -0.0253996 0.0349283 -0.0443134 -0.23179 0.0790091 -0.0662572 -0.0564281 0.0383923 0.0301131 0.0982419 0.130924 -0.0811973 0.195853 -0.0760024 0.00295702 0.0384631
internal_count=361931 332372 128242 23513 726 104729 10788 93941 53305 50920 204130 69010 135120 118425 71634 46791 59813 1309 16695 47846 45915 11967 11604 6979 6319 4625 5091 4387 36147 24834
shrinkage=0.000980392


Tree=4621
num_leaves=31
num_cat=0
split_feature=21 872 498 119 484 896 1035 3 1470 362 915 495 1061 760 1458 1464 1325 419 155 635 685 1381 487 1187 689 357 564 1160 284 345
split_gain=9.56021 11.1911 17.9576 16.262 10.4642 17.2722 16.604 15.3304 20.3544 16.7109 19.0503 16.92 15.3267 18.1712 15.4345 18.583 15.2606 15.2218 19.8875 16.9416 31.3907 16.8572 16.0177 16.2366 15.9646 15.3376 18.1352 15.2823 16.4212 24.0232
threshold=-3.2545899522946695 1.0000000180025095e-35 -0.13543265547696742 0.56114696576568235 0.40243943359777712 0.42670496010513392 1.8465595842269982 -0.093231453226288827 1.0895865630873558 -0.27279289635131637 2.4134828653328642 0.51123634728279488 0.6024866778508523 0.47496850206884361 -0.72983201679721443 0.091925743066192153 2.6292806070841022 0.2134729977806348 -0.84185045196047181 0.24469580329162266 2.758321233574017 1.1586294610842109 -0.88860144771345828 -0.57860743043956397 -0.64429193114355554 0.027980621934367192 -0.79674531155605133 1.6806596530386535 -0.22371300504839983 -0.058094879147995396
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 7 17 9 12 -6 11 -11 13 -9 15 -14 -16 25 -19 -20 21 22 23 -21 -23 26 -7 -27 29 -29
right_child=4 -3 -4 -5 5 6 -8 8 -10 10 -12 -13 14 -15 16 -17 -18 18 19 20 -22 24 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.037170446281189769 0.0001227241628069594 0.028133519245372232 -0.033903964220990984 -0.032175400052000695 0.0010764519224247628 -0.0028124856009791219 0.0094867513373026648 0.0071433459927669101 -0.006293513011308368 -0.0020221670044365935 -0.027851098914875722 -0.012658375323491769 0.023811192453914491 -0.00047376972977721178 -0.0075752985304852472 -0.010090511629320009 0.047777982641138007 0.011509691567953229 -0.008241460077369275 -0.040811107227566409 0.057016629632279853 0.047757819170558345 -0.0067221719542264113 0.042081391582146341 0.006698232286243385 -0.0038639500932332021 -0.013466073945800544 -0.024570196007568285 0.0043938622669861416 0.084124144056289971
leaf_count=164 272746 361 138 53 11975 4764 1405 12187 4386 12981 882 3059 680 7352 4441 417 63 1607 4876 54 151 143 2419 148 586 5824 7635 56 294 84
internal_value=0 0.263324 -0.0162099 0.376097 -0.00432183 -0.0287138 -0.0781381 -0.00332403 0.0341991 -0.0482554 -0.106125 -0.087448 0.0598623 0.0893733 -0.0617575 0.208028 -0.130367 -0.0914078 -0.0153281 -0.0643285 0.0579991 0.0113353 -0.0781266 0.534256 0.327576 -0.136362 -0.193824 -0.0409524 0.359108 1.05074
internal_count=361931 716 355 217 361215 88469 30046 58423 29526 28897 16922 16040 25140 19539 5601 1097 4504 28641 9984 8377 3501 3350 2621 202 729 18657 12399 6258 434 140
shrinkage=0.05


Tree=4622
num_leaves=31
num_cat=0
split_feature=728 659 633 1453 1314 20 797 764 833 1175 831 202 1398 418 846 910 290 210 1193 10 634 288 14 85 1390 1173 835 868 353 1259
split_gain=9.53744 12.9577 13.0435 17.8432 14.7463 14.1122 15.4338 18.6167 16.9248 15.9233 19.2662 20.6522 15.211 15.5064 15.0447 16.4282 22.6162 16.4144 15.4038 14.9096 17.4792 14.8315 15.1668 14.7792 14.6348 15.5398 17.3386 15.2325 14.4632 17.5489
threshold=1.0000000180025095e-35 0.62821384419828064 -0.77899086806337892 0.43370469085150809 -1.8508043028056715 -0.90322812754321602 0.63961785378869596 0.52220346631902625 -0.020071252269235923 -1.4093011143748895 -0.20157679781360269 0.99025722045320774 1.754419774220916 -0.85247765565530265 0.50488296672493849 -0.24664165726202597 -1.5163481616232237 2.1491289603925385 -0.54195581530117598 -0.088364143850903368 1.6279376615376477 -0.29700407144457869 0.072232823621574335 0.14554403748660003 -1.0155611831689344 -0.51269107449745566 1.1933909870342339 2.2169207075697845 -0.50727163143790055 0.76466951365431901
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 14 9 8 -8 10 11 12 13 -7 15 18 -17 28 -6 20 -16 22 -20 -23 -9 27 -27 -26 -18 -30
right_child=-2 -3 4 -5 5 6 7 24 -10 -11 -12 -13 -14 -15 19 16 17 -19 21 -21 -22 23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0025042245875593902 -0.0012232276515507204 -0.0017256788365179307 -0.010354019969431187 0.0028063236777697486 0.0077454685358078271 0.025198724898067428 0.0036974628545159726 0.0086693692300873551 -0.003755886281384715 0.0015146282791868692 -0.013134914300896776 0.02634313851271507 -0.04473972393405834 -0.0062776934675060729 -0.011952877374036643 -0.022441019617184425 0.0005367590494323787 0.037158989391316587 -0.0062649393730080591 0.009000188399774239 0.035686632038562871 0.013653508064589282 -0.033848594397988978 -0.010487352811348487 -0.020211385957593322 -0.0033355600106196579 -0.029764330340638717 0.040331038788894887 0.0088181246978994206 0.024614395019366006
leaf_count=40835 109090 41024 1897 11927 1970 257 8433 700 7337 113436 2573 456 192 1432 1956 355 2074 232 984 882 107 699 401 570 1623 4444 419 60 4555 1011
internal_value=0 0.00362416 0.0108256 -0.0238748 0.0202972 0.0223775 0.0152404 -0.0387862 0.00468141 0.0255185 -0.117313 0.0581423 -0.0705973 -0.00186183 0.086382 0.117645 0.17557 0.197008 0.00771148 -0.068892 -0.184218 -0.109834 -0.289312 0.057112 -0.135194 -0.169548 -0.104722 -0.362519 0.178609 0.233128
internal_count=361931 252841 211817 52762 159055 157158 141362 23016 15770 118346 4910 2337 1881 1689 15796 12851 8227 7872 4624 2945 2063 2654 1385 1269 7246 6546 4863 1683 7640 5566
shrinkage=0.05


Tree=4623
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 789 555 1120 52 154 1102 775 432 1039 557 362 20 420 767 956 494 1248 1394 1181 1393 770 765 142 706 74 834 148
split_gain=9.38608 23.3039 17.9159 15.3718 15.3819 18.2892 19.5659 23.1355 19.2746 18.9758 17.3283 19.2939 18.4867 17.1845 16.9136 15.9359 17.3139 15.4052 15.2391 16.3186 16.5165 19.0029 17.6017 21.5816 18.1992 15.9716 15.1267 19.3783 16.4004 15.8779
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 1.1248358748350926 -0.6753715507931074 -0.21896549173224975 1.0000000180025095e-35 -1.44401767700804 1.325358654554355 0.14901870014849014 1.7358089431114212 -0.55849251989378301 -1.3889229167166943 0.094746304840352569 -0.83573066788107686 -0.39859097038687546 2.3415121839409347 1.8798048064557757 2.5289476299044931 0.25138490174036532 -0.4672670012663892 -0.64598768573446541 -0.16114692581859749 -0.20194578268283978 -0.42908228621202432 -0.95107606439125225 1.2485425377125741 -0.85778135469312911 0.67512359985605996 0.6532009782114323
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 10 7 -7 9 -8 11 14 -12 -14 -5 16 -16 -13 19 20 22 -22 23 -9 -24 -23 29 28 -28 -6
right_child=3 -3 -4 4 26 6 8 18 -10 -11 12 17 13 -15 15 -17 -18 -19 -20 -21 21 25 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0038975344077475265 0.00070512416497662644 0.00026125356141040403 -0.003514293344373354 -0.025258081864853454 -0.0011287726893780732 -0.047305225858941174 0.030802343102716109 0.047610704156576006 0.07896843731478867 -0.015626698535155373 0.139852005841513 -0.018303078436331062 0.055163561421585385 -0.039400031809652569 -0.027183865801665697 0.027641546517394873 0.028947621001514767 0.03777304033610749 0.090162198474574906 -0.010309418515596965 -0.037545499951113642 -0.04258905976040106 -0.01273084883908953 -0.015615159487969311 0.10457479162431045 0.020199877190513107 0.023983152413034826 -0.022220299388167983 -0.060149022407961245 -0.0095444855826410224
leaf_count=4151 174487 89418 70537 202 12431 150 495 141 66 185 20 1459 72 65 234 433 119 79 25 633 152 67 22 158 59 437 256 1345 62 3971
internal_value=0 -0.018007 -0.0566357 0.00673348 -0.0489687 0.0672508 0.207718 0.0736406 0.526646 0.391449 -0.0768387 -0.123838 0.749717 0.373465 0.126306 0.276633 -0.124278 -0.306586 0.144069 0.113588 0.286055 0.0580778 0.662959 0.379861 1.52118 0.254197 -0.0792177 -0.311632 0.251585 -0.060471
internal_count=361931 164106 74688 197825 23338 5273 2590 1844 746 680 2683 2526 157 137 988 786 353 1538 1694 1669 1036 656 380 299 81 504 18065 1663 318 16402
shrinkage=0.05


Tree=4624
num_leaves=31
num_cat=0
split_feature=129 697 61 483 1114 1421 77 72 1053 979 772 338 1254 349 1316 171 695 975 148 761 1185 287 787 143 1458 1329 1450 148 1458 897
split_gain=9.34869 12.2376 15.2767 13.707 15.1971 17.1895 17.0058 21.022 16.7195 16.6535 14.504 16.5969 18.0316 15.8192 16.8926 15.0712 15.6398 14.128 15.5076 15.5032 15.0048 14.3314 14.1518 19.0503 13.3273 15.5541 17.7568 16.085 19.2039 15.0022
threshold=1.0000000180025095e-35 1.6146804744781753 1.0000000180025095e-35 -0.24983757301222889 2.691225615269635 1.0000000180025095e-35 -0.3959867195619019 -1.3796034421946655 -0.37484392750851714 1.7033359279666571 -1.0514639449279819 1.0000000180025095e-35 -1.2482620779957483 -0.87501094412193914 -0.41405055939789986 1.0000000180025095e-35 -1.1533663163200178 -0.7328626999252853 0.19982068601792149 1.9651948445941332 2.7502713399909697 0.35788151126888629 0.90089217413124356 -0.71116585116175812 1.8992776531617575 -0.17787580844653569 0.17095000708663582 0.3030657030520873 2.6054386111478895 0.26732626185597308
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 17 6 -6 8 -8 -5 -10 11 12 -9 14 -14 16 -13 18 19 -3 22 -22 -19 -24 -1 -26 29 28 -28 -27
right_child=-2 2 -4 4 5 -7 7 10 9 -11 -12 15 13 -15 -16 -17 -18 20 -20 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=4.943229535943607e-05 -0.001903732066053679 0.0075676063925302602 -0.0083756128827589052 -0.018417603897698913 0.074971900272852207 -0.016795317603281911 0.11945714458147919 0.070081766225963196 0.005842471588944219 -0.065524483778968343 0.002996581891987044 0.018716880066100405 0.12436111460860783 -0.026593921315979104 -0.029381270200726346 0.019111299851571235 0.10119463662086721 -0.012440341966756859 -0.013150797902549437 0.063610343690047075 0.074025895495352476 -0.030157418608073736 -0.03661638487013124 0.029604351691861375 0.0067528355520010061 -0.00097158547230968666 -0.02976182278071959 0.0048428864431291178 -0.0049105260919536922 0.017409723807192076
leaf_count=281176 48087 1131 6733 1221 71 54 31 46 1438 62 3774 52 23 308 29 198 76 4112 613 56 51 28 119 272 7378 1555 652 836 964 785
internal_value=0 0.000999877 -0.0598996 -0.0143661 0.0584347 0.869819 0.0426431 0.125623 -0.133508 0.0575879 0.11388 0.455586 0.0249483 -0.243494 1.09998 0.814835 1.41048 -0.10031 0.0728282 0.216762 -0.181529 0.805272 -0.203763 0.265997 0.0045541 0.074526 -0.0246846 -0.157256 -0.284401 0.111788
internal_count=361931 313844 20498 13765 7383 125 7258 4537 2721 1500 4506 732 406 360 52 326 128 6382 1800 1187 4582 79 4503 391 293346 12170 4792 2452 1616 2340
shrinkage=0.05


Tree=4625
num_leaves=31
num_cat=0
split_feature=1461 633 255 767 700 1319 704 344 705 557 365 1182 1281 11 1463 777 212 18 206 1452 1046 1469 1450 1262 7 213 837 1391 971 439
split_gain=9.24823 12.9045 14.3328 16.0162 14.3094 15.2329 13.7121 14.2764 14.955 13.7093 14.2887 14.2218 14.0961 12.9344 13.6877 12.2494 12.9361 13.6713 12.1627 12.0083 13.2274 11.5536 11.552 13.1482 14.4981 12.0156 12.4046 13.5503 13.8105 12.5846
threshold=3.9993613276323443 0.75919246708719346 1.0000000180025095e-35 1.5235442343166608 -0.74300397341961477 0.71613212728817854 -0.57619204963947723 1.1491510998781056 -0.30911963256378933 -0.1925928196414903 -0.75566176474495605 0.82832063568175107 2.291251629002192 -1.1562854894774208 0.18276296990023388 -0.25812867628891606 -0.31233597560053439 -0.15881921538427105 0.39911227342332656 -0.38490958654951546 -0.14634252149505209 1.1482107673368087 -0.070412655075119956 -0.73345373125367297 -0.5176882856369337 1.2997157437043509 -0.60768587602987079 0.19673536822335466 -0.52567008506449209 0.46440940823416987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 6 5 -3 7 8 -4 11 18 21 22 -8 -15 19 -17 -18 -11 20 -6 -2 23 -12 -25 26 -24 -28 -29 -30
right_child=1 4 3 -5 15 -7 13 -9 -10 10 12 -13 -14 14 -16 16 17 -19 -20 -21 -22 -23 25 24 -26 -27 27 28 29 -31
leaf_value=-0.00022732911568213232 -0.0019721197628390671 -0.0024178224332213269 0.04246002463883336 -0.028998097242806359 -0.046109742427925496 0.057030802434411956 -0.014806342045312969 -0.062433538531015569 -0.015816154327960127 0.013342149685037268 0.031697480634078047 -0.033596141479550881 0.057391358612456415 0.052459039871178885 0.015540209049258553 -0.029468345240154237 0.03700266558515327 -0.012153702663286317 0.060163501760437402 -0.038997269671555299 0.050016419919374638 0.060256439291853398 0.029326080282869951 0.006150864067940456 -0.043447401841829991 0.055978451674218423 -0.020786853468753291 -0.06081835916900985 0.054048914019170093 -0.019966710319005515
leaf_count=357498 1045 159 99 81 30 64 68 41 109 146 57 203 52 285 177 138 130 131 98 305 42 31 185 116 192 58 250 28 78 35
internal_value=0 0.095951 0.158474 0.396605 -0.126142 0.348362 0.484108 0.0509605 0.265123 0.075474 0.228587 -0.0910341 0.115335 0.668144 0.779256 -0.273862 -0.0113936 0.258246 0.678966 -0.573641 0.227277 0.00400802 0.0543451 -0.263418 -0.46081 0.226344 0.128251 -0.0908112 0.408016 0.665837
internal_count=361931 4433 3434 860 999 223 779 249 208 2574 1295 1279 1051 530 462 776 399 261 244 377 72 1076 999 365 308 634 576 391 141 113
shrinkage=0.05


Tree=4626
num_leaves=31
num_cat=0
split_feature=1454 485 1121 21 872 498 119 1467 1467 413 737 891 1466 627 846 288 921 705 628 282 1435 148 1432 671 692 1108 277 1469 1053 214
split_gain=9.23307 11.2067 9.53474 9.32044 10.9563 15.3227 14.6305 10.0897 31.1818 21.16 21.0567 17.6211 16.3014 16.3551 15.4047 14.8904 16.5621 16.8742 14.8419 14.4745 15.7654 15.7241 16.9326 14.8963 14.7504 18.6791 18.4488 16.6296 26.1856 16.9737
threshold=-1.0936914102283182 -0.48614825091218666 -0.41701803932261605 -3.2545899522946695 1.0000000180025095e-35 -0.13543265547696742 0.56114696576568235 1.4133641467104867 1.3517765213636805 1.1452567480662685 0.52953867530939236 1.0000000180025095e-35 -0.051615836820850705 -0.51590725348493127 -1.0437884935166588 0.77489563045821075 -0.24051307952136838 -0.75882181542176241 -0.61786597992445669 1.4292410887909639 0.89654117410713363 1.1380036668936022 2.2009418148844504 0.66766422009387627 1.4664186381232176 -0.23092069989462818 -0.41522796720785365 1.053792570632375 0.23544243172392401 0.049061430103011186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 8 -5 12 19 15 -10 -14 -13 16 17 -12 -18 21 -21 22 24 -24 25 -9 -26 29 -29 -27
right_child=3 -3 -4 7 -6 -7 -8 10 9 -11 11 14 13 -15 -16 -17 18 -19 -20 20 -22 -23 23 -25 26 27 -28 28 -30 -31
leaf_value=0.049397251624030386 0.035792699032918686 -0.042799655691196231 -0.025561716261224512 -0.0002531304335885351 0.02823433907035185 -0.031924699878186719 -0.030301487397356022 -0.0061990901330450168 -0.035550112198034972 0.014308550088517613 -0.020692287223955271 0.055549689382821614 0.010594913675902996 -0.022132754080613239 -0.0060161799107307304 -0.0010191059021788923 0.0083064548246087992 0.010638590886860951 0.026333431818233083 -0.0059461492660167108 -0.039868863072476224 0.0096659403491468673 0.027743594738979884 -0.012820075211356625 0.022628462162509532 0.0062945589409448381 -0.003055304551989661 0.0065616482825730836 0.11117861447887885 -0.0061252194315862402
leaf_count=47 160 218 96 332645 356 133 53 7088 732 257 293 45 285 580 1621 1002 856 1021 1510 1304 255 2601 491 143 653 3707 757 104 41 2877
internal_value=0 -0.45874 0.176524 -0.00260086 0.265138 -0.0167473 0.351915 -0.00315042 -0.00681972 -0.311225 0.040348 0.154648 -0.417091 -0.221942 -0.0717179 0.218774 0.284595 0.0771989 0.392252 0.00288655 -0.219197 0.0204837 -0.00602621 0.357407 -0.0216845 -0.045393 0.196422 0.0469865 0.822126 0.0288465
internal_count=361931 361 143 361570 702 346 213 360868 334499 1854 26369 6348 1597 865 1666 4682 3680 1314 2366 20021 1559 18462 15861 634 15227 13817 1410 6729 145 6584
shrinkage=0.05


Tree=4627
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 564 515 928 728 651 507 864 912 973 914 698 332 75 1431 1118 1038 867 1469 689 625 564 1247 1468 699 828
split_gain=18.3267 14.8857 25.4144 22.4671 50.413 26.8291 23.7405 19.8827 28.0933 29.6637 27.5496 25.7045 25.5824 21.1447 22.6893 21.2315 20.57 25.1874 20.1871 20.0095 19.9612 19.9139 20.7595 19.7891 20.467 19.391 18.3771 18.2106 20.5596 18.0125
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.0941628986121894 0.72275257928592751 1.4915456331499788 0.84874543308613937 -0.20113678851527941 -1.7367869709315968 1.0000000180025095e-35 0.85790627443505174 1.0099929608726099 0.64129780657225999 1.5197873595272351 0.28334438689989794 1.2347607809825396 -0.64429193114355554 1.7841998677764634 1.8264116105874431 -0.76114766347539387 0.50871131412698856 0.071153870502645641 2.8184711628317083
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 5 -5 6 -2 11 9 10 13 20 16 14 18 -16 17 -10 -9 21 -3 22 -19 -12 -25 -4 -8 28 29 -28
right_child=1 2 25 4 -6 -7 26 8 12 -11 23 -13 -14 -15 15 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.1778022496879379e-05 -5.6035325602282645e-05 4.5214333794893985e-05 -8.9077563564419918e-05 0.00030458250155038035 -2.623752159042201e-05 -0.00015843602108204279 -9.0493366607705269e-05 5.8603544327082709e-06 -5.9100864112757124e-05 -0.00018043856311213859 -5.6318890273500908e-05 -7.2827356807969075e-05 6.5026174504065207e-05 -0.00014177412023768453 -0.00018101337766289629 0.00021776249596162776 -1.3278513732952612e-05 -0.00013581091502434282 -0.00054881904941749319 1.3956889513172643e-05 0.00019390639952487901 -0.0005496600718613168 -0.00073915967717579751 0.00037892738269224008 -0.00025006462830422612 0.00016358141662389984 0.00017484095191017731 -8.2468397505812443e-05 -3.4456065107411108e-06 -0.0007036061547728733
leaf_count=29559 86094 42560 22268 2736 10940 11199 7152 3210 32177 2089 761 8102 12113 2719 846 5274 43211 3295 466 1528 4575 1913 491 2737 302 1456 9639 4283 8071 165
internal_value=0 -0.0160737 -0.003461 -0.0363901 0.0545645 -0.0474915 -0.0356355 0.00671233 -0.0114932 0.0677967 0.0998851 0.0416311 -0.0287279 0.0463572 0.0918808 0.174293 -0.044665 -0.0903673 -0.0482962 -0.23327 0.0623204 -0.312615 -0.208558 0.257963 0.334143 -0.0731612 0.0257739 0.0591601 0.094134 0.166212
internal_count=361931 332372 192093 140279 13676 126603 115404 168369 113132 18404 16315 55237 94728 12515 9796 6120 82615 39404 3676 7227 47135 5699 3786 3800 3039 23724 29310 22158 17875 9804
shrinkage=0.000980392


Tree=4628
num_leaves=31
num_cat=0
split_feature=785 120 404 608 45 1181 631 1397 636 118 1148 1469 841 1317 279 552 899 760 501 1066 222 695 136 1312 1254 287 1366 928 1175 835
split_gain=18.7589 14.5351 19.7307 20.5635 18.2397 16.6818 16.8512 16.4418 16.6666 16.3989 20.7933 18.4704 16.3835 21.1814 18.9651 18.0373 17.2742 17.9193 20.3648 19.7189 19.6302 18.6292 17.5846 17.9428 16.9207 16.2607 19.3143 18.3979 19.6454 23.1468
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76881834321921005 1.6529830500154947 1.0000000180025095e-35 1.2997001116531657 2.3279440511843483 0.6423184338699397 0.22464509144046027 1.0000000180025095e-35 1.9644670326249816 1.7934017781504392 -1.5544392322365048 2.332381150121813 0.45584528935445645 0.8182771907498313 -0.63627915598238893 -0.6522043329293824 -0.95906294281769855 -0.54928301346280928 -0.50606312027482525 -1.532075379422319 1.8507778064653528 -1.0251067626057371 1.1188943300934184 -0.33930893207134111 1.0000000180025095e-35 -0.97827964681891932 0.19930721956619482 -0.93801042819365543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 5 -4 -5 9 7 12 -9 10 11 -3 -7 15 -15 16 17 18 -14 -20 -19 -21 -18 -24 -17 26 -2 -27 29 -29
right_child=1 2 3 4 -6 6 -8 8 -10 -11 -12 -13 13 14 -16 24 22 20 19 21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=4.194960795172742e-05 2.0979902486895723e-06 -8.8051121324908634e-06 -0.00012525080185529672 0.00042892658628386726 -0.0004675023230615826 -0.00039558676326210458 -0.00056513102479445845 8.7132241011954472e-05 0.00048396036742612481 -7.4865684816968875e-05 0.0001874456140288363 -0.00020118793386348583 -0.0011076287340031248 0.0011665452281132815 -0.00034336580502812667 -0.00013358633167050312 -2.4908284009464675e-05 0.0004823272739193714 1.6386111279347565e-05 -0.00018324831237048685 -0.00017368793787817059 0.0012229558037705147 -0.0012356893016462283 0.00066087217110059177 -0.0010117281930905151 7.7489808566364148e-05 -7.6632976175317833e-05 6.4280320769501443e-05 3.3729970368102022e-05 -4.4012471702813438e-05
leaf_count=29559 36147 47532 22787 580 146 578 246 1477 834 40636 2385 3388 41 139 61 1052 4471 417 147 54 609 270 27 245 120 16695 32863 11821 46791 59813
internal_value=0 -0.0165497 -0.0380984 -0.110434 0.262739 -0.0246917 0.0607578 0.073874 0.247687 -0.0360655 -0.00920105 -0.0206173 0.0259932 0.0506206 0.767002 0.0304374 0.078766 0.295295 0.629426 0.742593 0.105151 1.02524 0.0124431 0.516986 -0.23151 -0.00494519 -0.0352882 0.00923935 -0.000998628 -0.0257137
internal_count=361931 332372 128242 23513 726 104729 10788 10542 2311 93941 53305 50920 8231 7653 200 7453 6281 1538 512 471 1026 324 4743 272 1172 204130 69010 135120 118425 71634
shrinkage=0.000980392


Tree=4629
num_leaves=31
num_cat=0
split_feature=685 1042 336 218 1047 37 144 1457 309 842 1385 838 283 362 12 636 982 466 768 1383 981 570 1050 1115 82 294 158 568 1173 189
split_gain=9.36929 15.8965 18.9233 18.8107 17.9503 17.6827 17.0866 19.9927 19.5456 19.4508 17.7693 19.7456 16.8334 16.805 16.6584 20.6494 16.2231 16.0936 15.7385 15.524 15.6731 15.3174 15.0724 15.045 14.6495 14.9045 15.5075 14.6271 14.5758 14.2915
threshold=0.58104764358843186 -0.11122857220049673 1.0000000180025095e-35 1.2479861795722547 2.264868627366154 1.5576139184267088 1.0619458823905854 -0.37562804806261624 -0.8937643881799614 2.1527113698536602 -1.2350714771554296 -1.0570694176346886 -0.52834901976175264 -0.15625607646127501 -0.23523793939496782 -0.60717753177325939 1.193556652978973 2.2404138201435466 1.2625219138168624 2.0131890228955309 -0.81931323720129123 0.9240147617412845 -0.28199135519099633 2.7854539728487802 0.58120037672668545 -1.1008676538658417 -1.4175789470239033 -0.59132604186583693 -0.89794423234257248 -0.69348768723690357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 24 -4 8 12 -2 14 -11 -12 -8 16 15 -10 28 19 -17 -5 -21 -20 27 -9 25 -3 -27 -15 -13 -19
right_child=1 3 5 17 -6 -7 7 23 9 10 11 13 -14 22 -16 18 -18 29 21 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=7.8813785578425599e-05 -0.0045729441681232877 -0.028096111469758829 -0.0058973571189384847 -0.017752288796280213 0.022104719319709702 -0.040041061214956909 -0.033375990661294791 -0.00028598931055314093 0.0016774264127167315 -0.03139810475239619 0.085601450157048398 0.053057576060674606 -0.0064648794942901953 0.059510544582787012 -0.00079240669984814911 0.016660011371106627 0.063010984142085141 0.082705978626340382 -0.013588653000927223 -0.060784501941646821 0.057925384644265145 0.042621907371310525 0.058095227772880911 0.076804914916101863 -0.0096918705368220209 0.031484216712388713 -0.0014304242864525488 -0.046396516247557647 -0.026872763385080052 -0.018020226521600402
leaf_count=306971 4908 408 4290 3145 423 359 710 2222 4776 77 61 39 972 26 7040 3364 37 40 522 34 70 90 174 31 5124 212 15531 52 176 47
internal_value=0 -0.0348794 0.00366965 -0.0859198 -0.0581535 -0.166885 0.0277743 -0.129357 0.0547376 0.0935767 0.476154 0.603174 -0.352114 0.446461 0.074883 0.145689 0.0188642 -0.280795 0.272121 -0.316348 0.640436 -0.104268 0.841215 0.0225882 -0.069946 -0.0301702 -0.0177146 -0.0666903 -0.254593 0.763295
internal_count=361931 54960 29926 25034 21698 4649 25277 3935 21342 16434 642 565 1682 504 15792 8752 252 3336 3976 3249 104 612 252 2253 21275 16151 15743 78 215 87
shrinkage=0.05


Tree=4630
num_leaves=31
num_cat=0
split_feature=785 728 771 852 1080 692 1115 913 84 560 1467 597 900 714 513 582 938 785 588 689 854 1328 852 1457 1452 1470 921 862 759 1329
split_gain=15.7153 15.0099 18.5903 18.1236 21.9534 24.2438 17.5392 17.0388 19.1758 19.1065 16.9803 17.0051 17.9193 17.241 30.4434 31.8509 28.5796 25.7848 23.8797 23.5315 23.0076 20.8411 21.5712 23.6254 19.9688 31.6922 19.9811 21.0486 19.7915 19.7095
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4820751525130569 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 1.8509293589963385 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 3.2089320700182484 3.1596628491584919 -0.63749923242861428 1.0000000180025095e-35 1.0454229551509682 1.0844420916666788 1.0000000180025095e-35 2.9970139449733542 0.71188872395471614 -1.1110989058077336 -0.87473648844905705 0.12016470432120564 -0.22706799479215015 3.1272900881009673 0.79547082264194502 1.1605466117522381 1.0525743831388839 1.0000000180025095e-35 -0.43806006575711359 -1.1287694262532211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 6 7 -5 9 -9 -6 11 13 -13 18 16 17 19 20 24 -15 -16 22 -21 -24 26 28 29 -28 -26 -2
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=3.7387809684205011e-05 0.00046293098065750395 -4.3334764257525282e-05 -0.00014072267389466861 -6.674251871463756e-05 -0.00040398508265355678 9.7023004738901406e-05 -0.00075186734128391338 0.00038192975751247027 -0.00070983011348211742 5.550207366995652e-05 0.00014281468067876417 -0.00064308165209668155 0.00029434997042425344 6.4854380382017564e-05 0.00026222795658789215 0.00023998521066806585 -9.9660109039466019e-05 0.00041924603987311096 -8.4863460742817966e-05 -0.00012836579379396634 -3.2827292764365027e-05 1.0629670681885857e-05 -3.4321641581757955e-05 0.00056027382328178695 -2.6116406730944584e-05 0.00081080016530195342 2.0638418883416199e-05 -0.00030772987453086089 0.00022820482752693372 3.233614847176808e-05
leaf_count=29559 527 99935 5440 4421 665 20930 198 102 456 2100 3051 105 1081 12714 1206 3009 40502 616 8926 19134 13745 28686 23046 260 2738 302 2268 1900 3377 30932
internal_value=0 -0.0162208 -0.00698382 -0.00386576 0.0474248 0.0729439 -0.0976007 -0.111772 -0.499267 -0.0411706 -0.0121435 -0.0150709 0.228828 -0.017003 -0.0301939 0.0483089 -0.0449394 0.00932864 0.0195044 -0.0221793 -0.00843401 -0.0390402 -0.0705311 -0.0266205 0.0431972 0.158118 0.0208268 -0.131988 0.120683 0.0409372
internal_count=361931 332372 232437 226997 28872 24253 4619 3323 558 2765 198125 195074 1186 193888 142918 18576 124342 15567 50970 83840 14951 71126 42440 23306 42044 6417 35627 4168 6115 31459
shrinkage=0.000980392


Tree=4631
num_leaves=31
num_cat=0
split_feature=50 56 703 767 65 333 777 279 287 1370 772 1252 485 422 1023 246 560 1252 496 1457 1252 621 213 829 1203 292 1443 1447 1118 1284
split_gain=9.32449 17.0064 13.4864 13.7864 13.2098 17.8849 20.1024 17.4088 21.3691 16.8309 16.2282 19.997 15.4094 15.4011 15.2821 15.014 17.6198 17.5225 16.4744 15.6306 20.655 18.5502 20.6592 18.6649 16.7873 15.4932 15.1483 14.8676 16.7207 14.8497
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.6826210453188928 2.4954308841390507 1.3605314985471562 1.0308016862606064 0.19906561602676801 1.3769080530670081 -0.50924910263552148 2.8453289567087316 2.6371000863921275 -0.4680090243697006 -0.59278192298342791 1.3209337575983215 1.0033664599103493 -0.72456540159199045 1.6590601587821199 -0.98691007441753265 -0.3839756030838819 -0.29043123479038785 -1.13326678084128 1.1034423778215723 1.2317706286203742 0.61220390840757455 1.0000000180025095e-35 -0.49733954783526063 1.593744732512876 1.7392389400210897 0.3224751377013273 3.1205241757486877
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 9 7 8 -7 15 12 -12 -10 27 -9 16 26 -18 -19 21 25 24 -23 -24 -17 -21 -1 28 -14 -22
right_child=-2 2 -4 -5 -6 6 -8 14 10 -11 11 -13 13 -15 -16 19 17 18 -20 20 29 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0047468685295151743 0.00034567233217735197 -0.010907494246047235 0.00028309634775652148 0.033410380888609086 -0.0072598195128873505 -0.019775890619868883 0.0054580217732072235 -0.012411742963481935 0.008586822696622037 -0.03169848546811016 -0.037710118491884631 0.080248375297140906 -0.010992983219561318 0.035956068737547794 -0.049793923585682617 0.00077802849373511372 0.074627289312438311 -0.021597016287724619 0.033694778921788841 0.0054371320559484272 0.0018319596909105796 -0.020819468907603889 0.0041179065736396724 0.11181824137433255 -0.009068421884957354 -0.026118112419257124 -0.013505341439792297 -0.026205554986830967 0.0049364795826784894 0.031917595961285232
leaf_count=8192 197382 2980 87364 113 16505 2046 2212 389 1312 537 39 53 3736 110 309 9372 75 150 216 448 16243 2229 164 30 5180 940 1269 627 1426 283
internal_value=0 -0.0178003 0.00114194 -0.17829 -0.0528491 -0.0369323 -0.124945 -0.173337 -0.141843 -0.0104238 -0.079757 0.889508 -0.0951171 -0.148933 -0.549252 -0.00584209 0.0867725 0.552207 0.309274 -0.0335613 0.0219104 -0.0961615 -0.33584 0.579705 -0.0595629 -0.309715 0.0586722 -0.168802 -0.120868 0.0480091
internal_count=361931 164549 90457 3093 74092 57587 12259 10047 9349 45328 7303 92 7211 5899 698 44791 9902 441 366 34889 17914 16975 2423 194 14552 1388 9461 5789 5162 16526
shrinkage=0.05


Tree=4632
num_leaves=31
num_cat=0
split_feature=785 1165 845 76 585 973 1253 710 1046 570 1457 1323 957 915 282 32 841 824 768 1121 153 979 984 430 568 1450 631 69 841 208
split_gain=9.43102 10.7736 13.5191 14.3384 13.2373 13.0305 12.4227 12.6927 16.1718 15.6137 13.3558 14.5024 12.1677 14.8091 14.5928 13.0082 14.5552 12.485 12.1838 16.0605 13.8311 13.664 13.0511 12.7847 12.5965 12.2799 12.1225 13.2904 12.5268 12.4101
threshold=-0.86283290253235112 1.0000000180025095e-35 1.5634775220986039 -0.29122868556893494 1.0000000180025095e-35 0.44442249793720223 0.93676556529660993 -0.023083852337294323 0.68154367360302437 0.61480477128909983 -0.35549952189728251 -0.92702270186978952 1.0000000180025095e-35 2.4134828653328642 -0.11551496909574251 1.2318976742948695 0.45860241625892734 1.0465233716127256 0.15200432973363673 0.18754409542295034 -1.3577901062613196 1.50233675993569 1.6540436020239986 1.1637917961944864 0.81172124110762656 -0.12464057240991257 -0.85113970023508023 -0.80367387236412358 1.1311208145230964 -0.70599547157459719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 12 -5 -3 9 10 -8 11 -9 15 14 -14 18 17 -17 -1 20 -20 23 -21 -22 25 -25 27 -6 -29 -28
right_child=-2 6 3 5 26 -7 7 8 -10 -11 -12 -13 13 -15 -16 16 -18 -19 19 22 21 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.010338188712970079 -0.00033975565033786718 -0.003685457170539082 0.023314002185187518 0.010601690815531379 0.013843285092634595 -0.022743066934780773 0.025754417093171555 -0.073372805156678808 -0.040521449214852692 -0.019210367438393383 -0.013376806381984026 0.037559479683161687 0.00092419922154363923 0.034146152976709546 -0.030146900245543409 -0.024437857737678953 0.012718251902792016 0.016725462417030136 -0.057686588312167233 -0.012915353636426215 0.022091467144890065 -0.055283605528235705 -0.089623320885651406 0.039533037773774239 -0.092434096850107172 -0.047941515528431802 0.010582801539412639 -0.017271126151821744 0.012423382082400243 -0.00063619351211173622
leaf_count=6134 332372 7046 804 557 279 212 549 23 136 115 244 157 454 92 341 473 320 107 40 469 562 42 33 43 25 34 1522 1367 207 7172
internal_value=0 0.0354866 0.0616336 0.260265 0.0455948 0.0407465 -0.0354645 0.172242 -0.0952849 0.367348 0.125218 0.559046 0.107803 -0.144008 -0.247129 0.134235 -0.115721 -0.32839 0.165691 -0.036176 0.169585 0.239207 -0.350357 0.310446 -0.407996 0.0095588 -0.00859888 -0.178733 -0.262289 0.0253565
internal_count=361931 29559 21289 1573 19716 769 8270 1224 560 664 424 180 9169 887 795 8282 900 580 7382 1248 746 706 502 664 102 77 10547 1853 1574 8694
shrinkage=0.05


Tree=4633
num_leaves=31
num_cat=0
split_feature=785 516 789 564 564 452 512 928 728 651 507 912 864 973 914 698 1431 1038 332 75 1118 867 1469 689 634 515 451 506 1359 539
split_gain=15.531 14.4091 23.505 21.9738 19.9575 18.6271 18.3132 18.0859 28.5589 30.2546 27.6838 25.5273 25.3223 22.022 23.0752 21.5395 20.7517 20.7005 20.1886 25.1266 19.9886 19.8744 20.7785 19.1608 20.8683 17.7447 20.8156 37.7688 18.4446 17.657
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4188032667957222 2.1518408528082529 0.60725649753328859 1.0000000180025095e-35 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.0941628986121894 1.4915456331499788 0.72275257928592751 0.84874543308613937 -0.20113678851527941 -1.7367869709315968 1.0099929608726099 1.5197873595272351 1.0000000180025095e-35 0.85790627443505174 0.64129780657225999 0.28334438689989794 1.2347607809825396 -0.64429193114355554 -0.86854581415873378 1.4353143596930875 1.4809802044803921 -0.33605752069368178 1.8113258030550952 1.6593606958601528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 25 -4 -5 -7 12 9 10 13 18 17 14 16 -16 -9 -3 19 29 21 22 -21 -12 -25 26 -2 -28 -29 -10
right_child=1 2 4 5 -6 6 -8 8 11 -11 23 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=4.0654005663309645e-05 -5.1984284451503831e-05 4.6049013828484106e-05 -8.138144184681826e-05 -0.00017104664771467877 0.0002084338907069434 0.00038917595983033681 -7.0127141989755404e-05 1.0903003218162177e-05 -5.7580446718102004e-05 -0.00017870315249805403 -4.6628962649154829e-05 6.8496633283164355e-05 -7.0838360043314161e-05 -0.00014126781826677998 -0.00017783306678488008 0.00022445003085262957 -0.00055162294012316615 0.00019764634883163198 -1.0082949748561209e-05 -0.0001320341078345127 1.7899123391240885e-05 -0.00054636445283724364 -0.000736782266769876 4.2253985873111958e-05 0.00043633962585017854 2.7688184672086667e-05 0.00028799877461562683 -5.3248383950919436e-06 -0.00057602455340941049 0.0014947163058155741
leaf_count=29559 86094 42560 22622 10410 1102 554 1683 3210 32153 2089 761 12113 8102 2719 846 5274 466 4575 43211 3295 1528 1913 491 898 2141 32199 2389 6520 430 24
internal_value=0 -0.0126321 -0.000207849 -0.0326533 -0.0673442 -0.129117 0.0633339 0.00958687 -0.00780201 0.0722268 0.104684 -0.0252083 0.0429297 0.0509556 0.0974876 0.180718 -0.0440336 0.0634909 -0.0411531 -0.086506 -0.229496 -0.308962 -0.20485 0.263308 0.338304 -0.0223838 -0.0398677 0.0663099 -0.0347684 -0.0564174
internal_count=361931 332372 192093 140279 23724 12647 2237 168369 113132 18404 16315 94728 55237 12515 9796 6120 3676 47135 82615 39404 7227 5699 3786 3800 3039 127632 95433 9339 6950 32177
shrinkage=0.000980392


Tree=4634
num_leaves=31
num_cat=0
split_feature=871 423 353 699 621 602 348 838 671 773 633 420 371 974 8 528 597 278 569 765 1055 843 1449 1467 1383 79 18 1246 1165 623
split_gain=9.36844 12.7588 17.2369 21.9958 17.7785 16.8575 17.4735 16.3291 16.1175 27.6979 19.5773 20.1226 18.0366 17.4325 16.923 15.9837 17.1385 17.888 17.2998 16.8845 16.088 15.8216 15.5317 20.5497 19.8447 20.3372 26.4385 18.2908 18.227 17.5116
threshold=1.0000000180025095e-35 0.26303606961368176 0.83576973879966621 0.071153870502645641 2.0382545190983063 1.6570428789878571 0.43952789086842786 1.447245917820895 2.6425086185778714 -0.71247028627558506 1.3685370431104393 0.32630677727203683 1.0000000180025095e-35 0.82747486360634759 -1.4200097598171988 1.3633726830512116 0.4590488840311347 -0.5827031096998162 -1.0639712742374885 0.916781469541321 -0.06330144360313554 1.5135117746514848 0.35230925177867972 0.86045060395161155 0.83832108141672534 -1.0055129908380989 -0.93128428641695415 0.45950985421539164 1.3191536925754261 -0.31271285625491418
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 15 22 -3 -7 -8 -1 13 12 -12 -11 14 -10 16 17 -4 -18 -17 -20 -19 23 24 28 -26 -27 29 -5 -28
right_child=-2 2 3 4 -6 6 7 -9 9 10 11 -13 -14 -15 -16 19 18 21 20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00079890782500068405 -0.0015377034720999668 -0.0023577373059139508 0.016499171850967269 -0.0099306953658231355 0.026884808733327811 0.010833208079348509 -0.010499323256672815 0.040236281388722178 -0.054889089365590095 -0.014846451774872801 0.029423258199571013 -0.031876368826224973 0.0037976713764918818 -0.0061103029165322578 0.035056674661699323 0.024237698294627841 0.018428195096279777 0.0052254138086650238 -0.0034976403041067829 -0.016607488690515954 -0.030045338151690849 -0.018034870096708934 -0.012555819025808585 0.018874658963976578 -0.027932614069089524 0.078992864881422764 -0.012208520580307665 -0.01769503560319579 0.015137117647240843 0.028924940359008625
leaf_count=192605 71831 72122 1959 3562 253 2354 959 81 32 3118 239 82 762 277 348 833 292 4096 1010 147 452 391 1873 595 176 67 174 266 464 511
internal_value=0 0.00243564 -0.0213935 0.0433479 -0.0474667 -0.0382407 0.112566 -0.127274 0.0124873 -0.110754 -0.176942 0.308472 -0.222404 0.294759 0.583486 0.11757 0.0827794 0.137652 -0.11481 0.373423 -0.21898 0.0624739 -0.0681688 -0.0082741 -0.0581597 0.195264 0.311093 0.20787 -0.140974 0.382275
internal_count=361931 290100 92637 17121 7941 75516 3394 1040 197463 4858 4201 321 3880 657 380 9180 8200 6446 1754 980 1462 4487 7688 5815 5220 1194 1018 951 4026 685
shrinkage=0.05


Tree=4635
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 497 340 779 423 978 83 1245 1451 1185 777 281 692 456 21 432 1458 1174 1115 12 284 148 1055 1253 76 917
split_gain=15.0028 19.9475 18.4192 23.0164 25.1455 19.2791 20.2874 17.4053 19.0729 17.3707 16.9339 16.7084 16.5076 16.4938 21.2083 18.7844 18.7697 17.0323 16.6807 19.1127 18.7374 17.5795 17.2252 16.9519 16.814 18.6612 19.2555 16.7327 16.6747 16.8642
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.29476615584548899 1.7603402020327763 2.2841970610333457 1.3931997016493665 3.2755819793892029 0.36969867185407429 1.7148806603482032 0.11941468766767303 -0.56915096917429031 0.75140231727557782 -0.37768566685186827 -0.41552343265988922 -0.80462032730450439 1.6839661331033347 3.2574167820993445 -0.89074317784588486 2.3075556081694582 -0.22542553696720377 -0.32483550875835782 -1.0661848562066079 -0.78327926750797661 0.95278931460524319 -0.46902746781210908 1.0152522453686263 -0.63849763136276561 0.58955103844029788 0.87786495051101088
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 7 5 6 10 8 11 -10 -5 -3 13 18 15 -15 17 -16 19 21 -20 -2 -23 -21 27 -26 -27 -22 29 -17
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12 -13 -14 14 16 28 -18 -19 20 23 24 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-3.8934347693069164e-05 -0.00013490063341913962 -7.3633284222519724e-05 -1.4276216082700022e-05 1.04560917403192e-05 0.00023360577878140371 0.00025402703361952685 -0.00017708812529527469 0.00022808478790378687 -0.00012289070838425919 0.00015736791368566581 9.6108985579754889e-05 3.5330103053682594e-05 6.1141456143916722e-05 0.00012509114531286783 -0.00020647604909462464 -0.00013744545998701165 -0.00074882308431385117 0.001521970119043518 -0.00017641806936481458 1.5886046896155789e-05 0.00014674955113631191 0.00059461518660235612 7.8507721135717397e-05 0.0015132197679574961 0.00071381978424834127 0.00020006030651383653 -0.0011042971763667384 -0.00017536432083019773 -0.00041675770288230289 0.00036849654685614376
leaf_count=96477 1512 10178 122710 27974 3356 2010 2556 1521 11358 1227 17947 27779 5215 2849 8652 2235 483 37 6496 102 1891 571 1379 126 328 550 92 2673 1143 504
internal_value=0 -0.00260197 0.00431336 0.026182 0.0582272 0.0452404 0.0362532 -0.0085627 -0.015838 -0.0956556 0.0459708 0.00898112 -0.0603289 -0.0854982 -0.144712 -0.0359557 -0.23013 -0.202625 -0.0227004 0.132071 -0.0727667 0.0852745 0.244224 0.908308 0.0347157 0.308499 0.0554681 -0.0409062 -0.15032 -0.0476399
internal_count=361931 265454 228616 105906 53843 50487 48477 52063 50542 12585 45921 37957 36838 31623 15903 6731 9172 8689 15720 3690 12030 3462 1950 228 5534 970 642 4564 3882 2739
shrinkage=0.000980392


Tree=4636
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 921 775 1453 726 1002 540 976 833 496 383 970 10 796 772 1315 1466 983 672 1224 1180 64 912 1117 570
split_gain=16.3258 14.2219 18.9445 18.1707 18.0912 39.072 17.3591 19.4741 19.7113 19.1346 22.7034 21.074 20.7253 18.1833 17.5659 18.0817 17.2338 16.7285 16.577 16.605 17.4441 17.0404 18.432 18.0385 16.5665 16.5477 16.3025 16.2677 16.1707 16.1322
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.62154522891879982 0.13281703179381904 0.51954049301251548 1.0000000180025095e-35 0.69854289147193727 0.99026637822014563 -1.1340907276278103 1.5919315457291203 -0.74322539953160838 2.2118716902368778 1.8751349660388528 1.1855328726172645 0.38087715954262297 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 1.9980862990756834 -0.98536440085365629 0.58408534944085788 -0.078185317478667166 -1.2591097148690287 -0.4998781572545779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 18 7 8 13 -8 11 17 -13 14 15 -4 -16 -11 24 20 -20 -21 23 -23 -3 -26 -5 -14 -7 -6
right_child=1 4 3 26 29 28 9 -9 -10 10 -12 12 27 -15 16 -17 -18 -19 19 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.7832611681234574e-05 -1.7775167979945731e-05 -0.00017035185062831698 -0.00019809088055863319 -0.00010016041922100343 -7.3318367132369383e-06 -0.00066810000739340092 -8.887050822582733e-05 -6.439152935563993e-05 0.00017482047507662659 0.00032788126016641773 -0.00010821469598100516 -0.0011046160682775951 0.00034610449453184171 0.00025714934435424019 4.8486233473331125e-05 0.00054559562943484112 -0.00037636483857380628 -6.8508949508561134e-05 0.00024627361948540485 -0.00032037628005217468 0.0012316379573614569 0.00083411867050195378 -0.0006104230938596513 -0.00079813714641728474 0.0029004252748872916 0.00036763966270033499 -0.0007375982200391629 -0.00021223014741067573 0.00041959926190910074 -7.8462808762620021e-05
leaf_count=29559 190291 3226 3295 1706 32237 93 1564 9589 4799 4404 1062 84 388 1364 11899 174 539 530 381 540 130 229 100 58 23 134 241 508 1291 61493
internal_value=0 -0.0168298 -0.00784028 0.0343044 -0.044057 0.0806746 0.0447315 0.0200208 0.0558804 0.13088 0.178401 0.230933 -0.0506864 0.0198439 -0.00188481 -0.158685 0.0334809 0.290029 -0.0410083 0.17674 0.525339 -0.0218213 0.343774 0.618165 -0.140606 0.812151 -0.168972 0.0370111 0.379073 -0.0541135
internal_count=361931 332372 232437 42146 99935 6205 40199 31659 22070 8540 6976 5914 980 17271 15907 3469 12438 4934 4821 1438 511 927 387 287 3383 157 1947 896 1384 93730
shrinkage=0.000980392


Tree=4637
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 784 1443 791 861 1367 507 727 382 789 813 1156 528 648 704 1374 732 1002 1270 566 641 1386 1384 657 914 1253
split_gain=17.6553 16.9392 21.8753 24.9133 22.9898 37.4471 24.205 22.3751 27.78 30.8189 20.6772 20.0685 21.4348 20.9631 19.7721 19.1716 18.3445 18.3412 19.8901 17.9418 19.6837 18.537 18.5865 17.8711 17.8547 19.3152 17.8204 17.6917 17.6345 20.2425
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 0.9594655836162902 1.593744732512876 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.1641256470006294 1.0000000180025095e-35 1.0000000180025095e-35 1.8166789435549495 -1.1956137993399691 -0.66177662735578835 3.2946899365908435 1.0000000180025095e-35 0.34616208652689945 2.1059719136688364 3.7016018671129225 0.48565394206859691 -0.53342496023365138 2.2603408215975165 0.59996111008918274 -0.36359020369090783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 7 -6 -7 14 -9 17 -2 -3 13 -13 19 -8 -11 18 -10 20 21 22 24 -5 -4 -26 28 -12 -24 -30
right_child=1 11 3 23 5 6 15 8 9 16 27 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 26 -25 25 -27 -28 -29 29 -31
leaf_value=3.9445377429249969e-05 -4.400222584656379e-06 -3.7766721021511394e-05 -3.1007820874216924e-05 -7.7299596839926771e-05 -8.3888938689279725e-06 0.00024635891061097211 -0.00030187533306999824 -9.2230074388573185e-05 -0.0002695447425675491 0.00047200688538735655 0.00012128562921955191 0.00023329210295317871 2.8183592173094946e-06 -7.0445025508469151e-05 0.00010289830086504997 0.00036174918728657765 0.00010845696497472017 0.00021445133075924584 2.221173640471028e-05 -2.7006744021402131e-05 -0.00056584361182265093 -0.00016970196427812907 -0.00013515684605309956 9.5651383755760428e-05 0.0011750957849379939 -0.00077269592054829167 -0.00026826672560550414 -0.00027824450660765679 0.00091176624081082717 4.2066957496481204e-05
leaf_count=29559 48652 9447 23989 82198 17582 5045 797 11003 2108 1102 9956 5244 5700 1127 3837 287 1381 2275 26217 52529 601 10772 1778 3066 124 48 4242 575 185 505
internal_value=0 -0.0173674 -0.0223934 -0.032826 -0.017102 0.0476756 0.191591 -0.0290227 0.0161327 0.0491282 0.0167941 0.0405934 0.0952627 0.179818 -0.0487291 -0.120302 0.276942 0.0261185 0.00828717 -0.0560784 -0.0937193 -0.0880669 -0.057448 -0.0703199 -0.0261031 0.76206 -0.170719 0.103156 -0.0181085 0.304131
internal_count=361931 332372 310854 251671 166407 23711 6129 142696 44086 33083 59183 21518 12071 6371 98610 1084 2483 30600 28325 94773 42244 41643 30871 85264 24161 172 6710 10531 2468 690
shrinkage=0.000980392


Tree=4638
num_leaves=31
num_cat=0
split_feature=785 519 728 921 784 1452 1470 990 774 791 746 809 289 1437 706 1469 1317 839 1469 588 575 1113 506 745 457 1 813 689 689 508
split_gain=17.6586 17.0655 21.9917 23.6452 50.1768 22.9904 35.6618 22.7215 21.9216 21.676 34.7208 31.9477 25.4287 22.8582 22.0999 21.1927 20.5417 24.9068 20.0192 19.492 20.675 19.4614 19.0901 18.9817 19.9654 19.9253 19.2095 18.614 23.7643 25.7063
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 0.9594655836162902 0.4926003403048807 0.84122639276026845 1.09266583130301 1.5033568469461875 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 0.03945264047130545 -0.1067644305262897 0.18907585430057369 -1.6349090980304266 1.6911153983873026 0.71188872395471614 1.0000000180025095e-35 -0.2704948086101468 -0.86624783496930458 1.0191313245711819 1.0000000180025095e-35 -0.80930458708852682 2.1641256470006294 0.72022076402865742 -0.4288425582216272 0.93928964529742032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 9 8 27 18 21 -5 23 11 12 -11 16 -14 -8 17 -13 22 20 -3 -6 -7 26 -25 -26 -4 28 -2 -30
right_child=1 19 3 4 7 6 15 -9 -10 10 -12 13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=4.0842139833271969e-05 -6.6954802872324989e-05 -7.6377221931803139e-05 -5.2951543132899856e-05 -5.2903288357821024e-05 0.00022718144203311754 0.00035613449583565403 0.00034203046432809497 0.00037947679602274187 0.00015738627753641028 -0.00031287066288888726 0.00010779061819580621 0.0004151529058620012 1.5426428379367082e-05 0.00025154174295823945 -0.0001521613288164036 0.0011897576328020461 -8.4963897168883746e-05 2.5627976224524152e-05 -0.00072128366086233683 0.00016471322573877244 7.2421179347320906e-05 -8.2140947614846068e-06 4.4713998794923833e-05 -0.0001008853726827252 -0.00086855186623913095 -0.00024602094611766404 9.5039703208793614e-05 -0.00010573771602110769 1.6376671205125287e-05 0.00019140140175278046
leaf_count=29559 12265 7439 126560 23492 3107 921 996 1788 2680 5765 10171 1050 10011 1630 12874 147 10473 16354 267 4398 9681 3387 10708 14854 521 2616 4338 8709 20400 4770
internal_value=0 -0.0159496 -0.0209959 -0.0314607 0.0244862 0.0182967 0.100209 0.170109 -0.0292846 -0.0414676 -0.0045542 -0.0320803 -0.106245 0.0164224 -0.0722301 0.466122 -0.00130376 0.0468211 0.0631016 0.0422353 0.008824 0.109505 0.0736113 -0.0578579 -0.135374 -0.354796 -0.047988 -0.00665531 0.0146782 0.0549001
internal_count=361931 332372 310854 251671 34454 59183 13039 8282 26172 217217 68328 58157 28650 29507 22885 1143 27877 17404 11896 21518 17120 6494 11629 148889 17991 3137 130898 46144 37435 25170
shrinkage=0.000980392


Tree=4639
num_leaves=31
num_cat=0
split_feature=890 407 43 1235 21 565 1470 710 548 277 429 672 706 775 969 1466 1470 1470 1457 352 528 637 349 496 76 565 647 1452 1464 1462
split_gain=15.936 21.395 19.4995 18.3577 20.6177 24.1308 24.7918 28.098 28.0724 25.8612 23.0575 22.6388 29.5349 20.1614 19.6634 19.6149 19.0108 20.9352 33.7024 26.6383 23.6425 22.2213 21.3057 19.0514 19.4259 18.8797 18.7776 18.3836 21.7997 21.7414
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 -1.24934742919911 -0.32341995197817647 -0.48628576117259498 1.3773689826727109 1.4062844953512414 1.0510833983642893 2.5833172578372339 -0.61552945917889101 -0.65546635319905777 2.0258146145105322 1.3425416022759293 0.084358403329326911 0.12232233282839861 -1.1298860701531226 0.61257734706231515 0.041329821661130785 0.24048408269465027 0.46114165859435363 1.1493617428488021 -0.66971392766994198 -0.68933793006444932 2.3795227356203514 0.91746626851302227 1.0471264925718051 -0.15297519637541998 2.4336747866764079 0.44092648453292183
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 26 8 14 9 27 -9 13 -13 16 -8 -12 -6 20 22 -20 21 25 -19 -24 -25 -18 -5 28 -7 -29
right_child=1 2 -4 4 11 6 7 10 -10 -11 15 12 -14 -15 -16 -17 17 18 19 -21 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-4.1050629104002489e-05 -6.2134006211040605e-05 -6.380422516422353e-05 -0.00011864353813214485 -5.4589105511521781e-06 -0.00014008397035130586 0.0001421999443297336 0.00031301269155932857 -0.00024571784231347765 -9.8254370614951487e-05 -0.00048796061858537326 0.001002497888500846 1.6037053842818146e-05 0.00034508190248769884 -0.00015122611816435408 1.0020201713394246e-06 -0.00054020925697309216 4.3748916098863749e-05 0.00010462160978526842 -0.00047226016990875358 0.00010129214856150978 0.00011583286018953582 -0.00018267486495596137 -0.00037419932947192384 -6.6072053058309089e-05 0.0011545939886219332 -0.00014033717125090564 -0.00029617266977482451 -1.8173949212035274e-05 -0.00044402914470879429 0.00016848713393639804
leaf_count=96477 36838 20993 8848 15258 5300 16378 1939 110 5883 458 363 82280 1405 6667 1824 50 15719 3613 1625 494 8619 3352 1125 6252 55 3185 1421 11482 309 3609
internal_value=0 -0.00365062 0.0035112 0.00701725 0.0128789 0.0478542 0.0748842 0.232286 0.0568495 0.0796587 0.680373 -0.001795 0.0216976 -0.0358467 0.162441 0.884933 -0.0211086 -0.00591467 -0.0806261 -0.339477 0.0247606 -0.0143321 -0.0316587 -0.100522 -0.0551353 0.0139693 -0.0273354 0.086205 0.134797 0.0302847
internal_count=361931 265454 228616 219768 198775 59084 42405 4286 38119 32236 523 139691 83685 56006 3763 413 49339 44039 13164 2119 30875 22256 11045 7432 6307 18904 16679 31778 16687 15091
shrinkage=0.000980392


Tree=4640
num_leaves=31
num_cat=0
split_feature=785 519 728 869 906 57 650 518 645 1452 1470 785 56 727 382 789 416 566 555 982 1467 1464 61 289 1453 209 827 924 978 633
split_gain=15.3124 14.3301 21.3521 21.1394 20.895 25.8962 20.8773 20.1092 18.8669 19.2252 22.5156 19.1778 18.7173 18.3461 21.4362 19.6971 18.2893 17.5976 18.8595 18.7362 18.1726 19.0785 18.2973 21.8735 18.0286 17.0682 18.0276 17.0592 17.6984 17.3953
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 0.10039724912444258 1.4243427035504792 1.6923072129381651 1.0794040238867422 1.0999280683389623 0.79547082264194502 1.3024667090820021 0.58460966528228819 4.3527420364106586 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 0.90571909922259353 0.46320471953979853 -0.14836336819071719 1.1457284985461251 -0.35338637096808717 -0.13737360038314356 3.2658335243644596 -0.31822955236143274 0.89653246390762387 1.3930109656029248 -0.36836247429892682 1.8999064755685127 2.6375975511520715 -0.96673487256783863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 12 8 16 9 11 17 -2 -6 -3 15 25 -8 20 19 -19 21 -11 23 -22 -23 26 -15 -5 29 -29
right_child=1 13 3 27 5 -7 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 -21 22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.7710099597613999e-06 -5.2291761078546103e-05 -8.0889262899235928e-05 -4.0904600168862362e-05 -0.00011735280456613908 -0.0001129328201540957 4.8998095816448228e-05 -2.1342521688327842e-05 0.00038559060403397404 5.5411156478050022e-05 -0.0003186199152956809 0.00062305567218093143 -0.00017285346918803667 0.001093814364783154 5.55529265992006e-05 -4.6290050638879509e-05 -0.00011123767100530462 0.00032140033283386957 0.0002541010975550205 -0.00028718114074472974 -0.0011658584206258643 -6.2945711541280419e-05 0.00029601529003762939 0.0015551239489114783 0.00031720441534537069 -0.00036947171890850305 -0.00022516356175446571 0.00031893685430958713 -0.00031288377127018961 -0.0012092463028353952 9.8765268729567618e-05
leaf_count=29559 27922 9447 103646 79939 57185 5532 4478 857 7761 1034 275 9837 44 1823 5700 1127 890 606 1415 58 1317 701 43 1724 265 415 3006 937 74 4314
internal_value=0 -0.060784 -0.0653573 -0.0756003 -0.0611584 -0.0969294 -0.0268081 0.09755 -0.0415967 -0.06055 0.0423901 -0.0825143 -0.113589 -0.0074125 0.0453117 0.130413 0.0411942 0.0170022 -0.151542 0.156822 0.0898194 -0.0830321 0.19482 0.173708 0.125354 0.187369 0.222971 -0.109862 0.0270123 0.043541
internal_count=361931 332372 310854 251671 166407 62761 59183 6225 52958 45197 7438 37759 57229 21518 12071 6371 5368 7163 2079 664 5084 2000 3084 3041 966 5244 4829 85264 5325 5251
shrinkage=0.000980392


Tree=4641
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 340 781 978 497 854 797 794 710 936 942 1227 1326 1104 903 321 978 760 221 1367 1154 1107 772 659 696 1465
split_gain=21.3582 25.1482 23.0669 27.3652 27.6819 21.3138 19.9492 19.8446 19.1319 18.9674 61.0834 22.35 24.514 22.6573 25.9858 18.6392 18.4282 18.2487 19.0299 20.5367 17.8315 17.7362 29.2378 20.1091 25.9519 18.3222 17.9651 17.4321 17.3474 17.3238
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.29476615584548899 1.7603402020327763 1.8162821653890682 1.0000000180025095e-35 2.8367450815413959 2.2841970610333457 -0.87473648844905705 0.63961785378869596 2.2041218380651819 1.7745879959826432 0.30310323293594316 2.231519495564001 0.45217487547399066 1.1314081615138261 1.5905554998756977 -0.63331990255781911 0.46728705763592832 -1.195992408842417 0.15291912064077898 -0.21446104109203476 1.0000000180025095e-35 0.64688600350087422 0.80029265466088384 1.2638876940090984 -0.65794869715300641 -1.2058298766718543 0.14486519861544186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -8 21 10 28 12 13 14 -11 20 -16 18 19 -14 -13 23 -23 24 26 -25 -5 -12 -4 -20
right_child=1 2 9 4 -6 -7 7 -9 -10 11 27 15 17 -15 16 -17 -18 -19 29 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-4.9016461266721433e-05 -6.9045455838367622e-05 -1.1290424884813541e-05 -0.00064699417613818067 2.7708299508841324e-06 0.00024449152912344233 -0.00020848885563832847 -2.5440405720930146e-05 0.0006868653081706852 0.00033827366559365803 -3.8247826281432749e-05 -9.2375044269699596e-05 0.00084315866807544413 8.7282649807279229e-05 -0.00010574861457113712 0.00019021987891031642 -8.792683051306343e-05 -0.00029887695527103003 0.00047189953928841001 6.6466109727870992e-05 0.00056319682607731459 0.00011460381028402883 -0.00020704587368075019 8.8387071861908398e-05 0.00011424141765473245 0.00025441076526614505 0.00031089537135564171 -0.00049772559027901346 0.00029893596073894549 -4.8312297899849734e-05 -0.00020213709568718069
leaf_count=96477 36838 52063 279 10035 3356 1906 13665 176 1407 64407 597 183 1400 26520 3229 2499 371 495 3509 513 6648 2786 3944 11504 1997 2674 393 3771 6619 1670
internal_value=0 -0.00588053 0.00187558 0.0262854 0.0611276 0.047527 0.0556511 -0.0159919 0.0841288 -0.0191967 0.0657316 -0.028476 -0.0384293 -0.0488346 -0.0277475 0.0750167 0.144251 0.0805944 0.0519778 0.232843 0.134466 0.0736486 -0.0289719 0.0993427 0.0317157 0.154617 -0.0153744 0.254644 -0.0706622 -0.0188637
internal_count=361931 265454 228616 105906 53843 50487 48581 13841 34740 122710 11266 111444 102114 94527 68007 9330 3600 7587 7092 1913 6831 33333 6730 26603 12425 14178 10428 4368 6898 5179
shrinkage=0.000980392


Tree=4642
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 564 515 564 928 728 651 507 912 864 332 75 973 914 698 1431 1038 1118 867 1469 689 634 1247 1468 699 828
split_gain=17.3931 15.9287 23.3181 22.1365 50.7907 26.3923 23.1751 19.4511 18.6083 29.8988 29.8146 27.4443 25.53 23.9385 21.6232 25.1246 21.3528 22.5179 21.894 20.349 20.3465 19.9044 19.986 20.7102 19.3671 20.6999 18.4261 18.1599 20.317 18.1209
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.8264116105874431 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.0941628986121894 1.4915456331499788 0.72275257928592751 1.0000000180025095e-35 0.85790627443505174 0.84874543308613937 -0.20113678851527941 -1.7367869709315968 1.0099929608726099 1.5197873595272351 0.64129780657225999 0.28334438689989794 1.2347607809825396 -0.64429193114355554 -0.86854581415873378 -0.76114766347539387 0.50871131412698856 0.071153870502645641 2.8184711628317083
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 5 -5 6 -2 -4 13 10 11 16 14 20 15 -11 17 19 -19 -10 -3 22 23 -17 -13 -26 -8 28 29 -28
right_child=1 2 7 4 -6 -7 26 -9 9 12 -12 24 -14 -15 -16 21 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=3.9192717974411491e-05 -5.7575416338293692e-05 4.2101689346597405e-05 -8.6929119717448703e-05 0.00030297104212384144 -2.8958671297922448e-05 -0.00015918143375939349 -9.3131557356434294e-05 0.00016618647326209797 8.8810050764170006e-06 -6.1283797860831469e-05 -0.00017910008429766151 -5.1500752870614529e-05 6.3852779239382071e-05 -7.1110578466094065e-05 -1.3528986867052217e-05 -0.00013737019438723604 -0.00014060706422096728 -0.0001844386554513155 0.00022049341737860901 -0.00054818085511413738 0.00019215691610364056 1.1291586880953912e-05 -0.00055147998752727698 -0.00073959149566361611 4.0558656417973058e-05 0.00043249943849575726 0.00017180755890735706 -8.473071300935384e-05 -5.4349259566832345e-06 -0.00070775209961765285
leaf_count=29559 86094 42560 22268 2736 10940 11199 7152 1456 3210 32177 2089 761 12113 8102 43211 3295 2719 846 5274 466 4575 1528 1913 491 898 2141 9639 4283 8071 165
internal_value=0 -0.0172063 -0.00415942 -0.0382093 0.0520248 -0.0492236 -0.0374721 -0.0709402 0.00557884 -0.0120321 0.0697664 0.101939 -0.0298048 0.0393452 -0.0457218 -0.0925361 0.0484975 0.0942471 0.176337 -0.0454341 0.0592932 -0.235171 -0.314262 -0.210044 0.259662 0.334947 0.0231617 0.0565732 0.0914751 0.163076
internal_count=361931 332372 192093 140279 13676 126603 115404 23724 168369 113132 18404 16315 94728 55237 82615 39404 12515 9796 6120 3676 47135 7227 5699 3786 3800 3039 29310 22158 17875 9804
shrinkage=0.000980392


Tree=4643
num_leaves=31
num_cat=0
split_feature=785 519 728 869 906 57 1452 1470 921 689 689 508 728 420 1466 56 620 844 566 744 727 382 789 290 1469 1166 1177 924 978 633
split_gain=15.6834 14.5336 19.24 21.479 21.013 25.7646 20.3073 35.0184 20.8757 19.149 24.275 26.8654 23.0152 20.2185 19.0956 18.8532 18.5978 20.2072 18.0928 20.1388 17.952 20.6384 19.194 17.9506 22.0955 17.9392 17.7869 17.2068 17.9847 17.7318
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 0.10039724912444258 1.4243427035504792 0.79547082264194502 1.3024667090820021 0.62154522891879982 -0.64429193114355554 0.72022076402865742 0.93928964529742032 -0.90320472132347296 -1.047812579553923 -0.081864550713907927 4.3527420364106586 0.88084169889549835 0.05302260426055997 0.57299361617713518 0.44435819641028773 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.46149056603388344 1.034122112985618 0.26477147603133794 -0.015216289862383903 1.8999064755685127 2.6375975511520715 -0.96673487256783863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 15 8 18 9 -2 11 16 13 -13 -9 -6 -11 26 23 -20 -3 22 -22 -8 -25 -10 -18 -5 29 -29
right_child=1 20 3 27 5 -7 7 14 25 10 -12 12 -14 -15 -16 -17 17 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=3.9075356633262528e-05 -7.5207249587142688e-05 -3.4911753713758078e-05 5.1209049315341624e-06 -7.2393988894311608e-05 -6.7584248339590003e-05 9.4796618554205e-05 -3.0116423226928443e-06 0.00087571206651275305 -3.1243928723442351e-06 6.681960720196129e-05 -7.2439633877146914e-05 -0.00014493112735349545 -0.00073151314348577539 0.00028740086304415138 -0.00086825465106751647 0.0011447690288135558 0.0001793823036995879 -0.00036742662748643295 -0.00016611262165551528 0.00036605917257377977 0.00022550107332823286 3.2310917892243965e-07 -6.5392893508689969e-05 0.00025642863763682345 -0.00070350407502914021 -0.00021986404951892534 -0.00026770663767826511 -0.00027398142119052247 -0.0011862110533986463 0.00014633456827104491
leaf_count=29559 8829 9447 103646 79939 57185 5532 2816 313 4235 16967 7814 649 124 4067 52 44 1198 1226 2024 349 5244 5700 1127 3772 197 3709 842 937 74 4314
internal_value=0 -0.0144849 -0.0191476 -0.0289527 -0.0143414 -0.0505122 0.0176274 0.110881 -0.00176068 0.0187629 0.0443795 0.0776284 0.219557 0.242372 0.750751 -0.0673042 0.0383454 -0.12696 0.0825726 -0.0803462 0.0392688 0.0910681 0.174206 0.142559 0.233653 -0.111149 0.0144558 -0.0638486 0.0746415 0.0913732
internal_count=361931 332372 310854 251671 166407 62761 59183 9523 49660 41716 32887 25073 4840 4716 365 57229 20233 3266 9158 2373 21518 12071 6371 6785 3969 7944 2040 85264 5325 5251
shrinkage=0.000980392


Tree=4644
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 507 791 861 1367 727 382 789 813 1443 528 566 657 648 704 1374 732 1002 1270 641 1386 1384 914 1253 1
split_gain=20.4714 15.9124 22.5285 24.9429 23.286 36.1374 21.3578 21.0815 26.9779 30.3735 19.0112 21.4088 20.8318 18.9133 18.6147 18.3979 18.2243 18.1348 18.1211 19.191 17.9722 19.5701 18.4778 18.8154 17.9561 19.4411 17.7991 17.5515 20.2395 19.0406
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.1641256470006294 1.593744732512876 1.0000000180025095e-35 2.1059719136688364 2.2603408215975165 1.8166789435549495 -1.1956137993399691 -0.66177662735578835 3.2946899365908435 1.0000000180025095e-35 0.34616208652689945 3.7016018671129225 0.48565394206859691 -0.53342496023365138 0.59996111008918274 -0.36359020369090783 -0.77037401047390663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 -6 -2 13 -9 18 -3 12 -12 20 -7 -11 -5 -8 19 -10 21 22 23 24 -4 -26 27 -25 -29 -30
right_child=1 10 3 16 5 14 17 8 9 15 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 28 29 -31
leaf_value=4.307622233057701e-05 -4.7411495293105424e-06 -3.8126637558279764e-05 -3.0998940793803101e-05 -7.8140605936087364e-05 -1.1968403417772478e-06 0.00025905785223068368 0.00012297797678523833 -9.2785483540966978e-05 -0.00026719265533347241 0.00046827326795923098 0.00022932494303793614 -9.9711573456374644e-07 -7.3586636748239486e-05 9.9440928786662837e-05 -9.9409117262613204e-05 0.0001040869562244956 9.6589791565634579e-05 -0.00028138990243444569 0.0002110169887084039 1.9668649076325669e-05 -2.7053676050813014e-05 -0.00056522902079561468 -0.00016976435791256342 -0.00013592575485009748 0.0011803038900280282 -0.0007757559983416647 -0.00026917351600469936 0.0009096111120679085 0.00090257442332891582 -0.00020272718938450831
leaf_count=29559 48652 9447 23989 82198 18652 4219 9956 11003 2108 1102 5244 5700 1127 3837 840 1381 3066 575 2275 26217 52529 601 10772 1778 124 48 4242 185 105 400
internal_value=0 -0.0181078 -0.0229812 -0.0335725 -0.0178307 0.0474053 0.0167978 -0.0298298 0.0140077 0.0465243 0.0380806 0.0913366 0.175902 -0.0489689 0.208209 0.272752 -0.0710944 0.104603 0.0236802 0.00595912 -0.0561589 -0.0938519 -0.0882178 -0.0576361 -0.0260796 0.765266 -0.171637 -0.019118 0.302296 0.0410213
internal_count=361931 332372 310854 251671 166407 23711 59183 142696 44086 33083 21518 12071 6371 98610 5059 2483 85264 10531 30600 28325 94773 42244 41643 30871 24161 172 6710 2468 690 505
shrinkage=0.000980392


Tree=4645
num_leaves=31
num_cat=0
split_feature=890 407 43 51 795 705 1169 774 8 658 845 222 1183 629 21 565 1223 628 125 1048 141 1384 47 620 1244 417 218 1367 630 1451
split_gain=10.0514 16.1782 15.4512 16.6794 16.6796 20.7751 20.1981 18.1489 17.7197 19.7667 17.2598 19.1438 16.5694 31.715 15.901 21.9104 17.7952 20.4824 19.5995 17.0103 15.6636 15.5148 18.0465 16.1084 15.5127 15.3972 19.3736 16.3001 15.9723 15.3962
threshold=-1.0182342416987082 -1.2965003005540392 2.2744972866152193 1.8613588887694643 -0.29258408639884992 1.2284335450172812 0.48044600209562588 1.3233950244699619 -0.59965326218411641 1.0000000180025095e-35 2.4851753770144236 1.975800804500383 -1.3023217500698403 0.090500432283092749 -0.32341995197817647 -1.116174492441782 1.0000000180025095e-35 -1.6207386935269275 0.58518330826110332 0.4619626318719105 -1.4942483664516013 1.1270525999234231 3.1569996845240751 -0.43590413231259101 -0.0073514315399588913 0.42252960658764921 1.2479861795722547 1.0000000180025095e-35 -0.84555204227263336 0.75140231727557782
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 29 3 4 5 6 10 -7 -8 -10 14 -12 13 -5 15 19 18 -18 -16 -3 -17 22 25 -24 -19 27 -27 -20 -29 -2
right_child=1 2 -4 12 -6 7 8 -9 9 -11 11 -13 -14 -15 16 20 17 24 21 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0014440133715813092 -0.0037519444922220029 -0.00085909603438178621 -0.0051864261495121423 0.055295271017733683 -0.000214756684501379 0.0072295713984821628 -0.0077145298341242466 -0.017451153313871863 -0.0049579448375932748 0.0036084266797673675 0.027877895543890797 -0.064476854576015624 -0.0067885162288590832 -0.046257308422430844 -0.0033941614009674517 -0.010880716150434414 0.047117643400975295 -0.00013586743074142502 -0.0114314484531607 -0.024972705385735476 0.0062777095043572775 0.022318082383969116 -0.08602948735529771 -0.0065004857197253326 0.0057282012506805896 0.015546957411745221 -0.030929309599539226 -0.01316080108132142 0.0088611452255589786 0.0034112144587852551
leaf_count=96477 31623 1676 8848 152 114749 10702 6340 408 6604 8663 455 33 6370 79 18201 769 112 10656 1136 579 17714 464 49 70 10048 1412 107 478 1742 5215
internal_value=0 0.00161702 0.0078541 0.0109744 0.0141165 0.0356376 0.0239518 0.127238 -0.0406711 0.000634921 0.0421102 0.45045 -0.111992 0.53586 0.0389645 0.0897182 0.0154687 0.0598302 -0.0285418 -0.131936 0.113145 0.0803422 0.0454377 -0.770269 0.0547172 0.0653929 0.243759 -0.0143747 0.087365 -0.0505958
internal_count=361931 265454 228616 219768 213167 98418 87308 11110 21607 15267 65701 488 6601 231 65213 20738 44475 20816 23659 2255 18483 5458 4994 119 20704 4875 1519 3356 2220 36838
shrinkage=0.05


Tree=4646
num_leaves=31
num_cat=0
split_feature=1426 194 1466 1466 1465 948 755 899 694 408 1460 559 1454 1466 419 288 634 1391 311 899 1454 747 1470 1437 638 1083 1469 1465 1449 1468
split_gain=9.79965 14.9563 14.4899 24.6511 19.3218 19.6511 26.6791 20.2459 19.8898 16.7309 16.715 16.4631 16.2809 18.8367 16.655 15.8385 16.2337 15.2618 15.2751 15.2418 14.7657 20.7472 24.0746 21.6099 21.4454 20.2635 19.9428 38.4418 32.6761 35.037
threshold=1.0000000180025095e-35 3.4153224476252908 2.2763907064872897 2.3341844375848217 2.5436366063478233 -0.65751726450538361 -0.66323948427984658 0.65589815165045084 2.1748273896674011 1.0000000180025095e-35 2.3001073513155119 -0.21419003998654509 0.67485211051868899 4.3648409664323795 -1.1460662738224667 1.1743613578753995 1.2764472082807565 -0.29864732328624372 2.1927101515465859 -0.92427175240495729 0.50933602050530713 1.0000000180025095e-35 0.28143045329286537 1.4266783389745494 -1.4881354793761077 3.554265842632983 -0.8778463702791649 -0.17812979263601394 2.8366445168106686 0.60907911972533268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 20 9 5 8 7 10 12 11 15 -4 19 -14 -15 16 -7 -6 -19 -5 21 -1 -23 25 -25 -24 -22 28 29 -28
right_child=1 -3 3 4 17 6 -8 -9 -10 -11 -12 -13 13 14 -16 -17 -18 18 -20 -21 26 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0010932808621534884 -0.0012093721799431992 0.015697481010466634 0.048147806453681531 0.02414780574495997 0.00076661823134315475 0.011760155103680923 -0.0031171168763876578 0.031847586890833258 0.047022341447387733 0.066181789517229625 0.037523002391197803 -0.034288409951577177 0.0074148695895144131 0.061941359308140001 -0.030700976197691132 -0.03231920737820685 -0.030707078476166799 0.028814446535882849 -0.044160691310109988 -0.024327800630988525 0.0013692886389092204 0.0029827541357324715 0.00080737651018229501 0.060558556974714378 -0.0069198465342369302 -0.032810712949242017 -0.013711103088597335 -0.00021403816790282516 0.018400566518125366 0.00304166950509533
leaf_count=74710 134877 564 55 85 485 958 2262 536 64 105 175 55 868 23 285 135 123 712 38 875 14354 59232 35221 53 6814 301 9469 15934 471 2092
internal_value=0 -0.0221192 0.0041307 0.096189 0.0742338 0.0249939 0.114632 0.2899 -0.140248 0.779646 0.154906 0.178131 -0.179694 -0.0137292 -0.468674 0.0646964 0.147132 0.320766 0.509336 -0.397616 0.000378206 0.010022 0.0302639 -0.0113959 -0.126583 0.0116703 -0.0376123 -0.0752156 -0.180058 -0.20864
internal_count=361931 135441 226490 7839 7624 6389 4189 1927 2200 215 1391 110 2136 1176 308 1216 1081 1235 750 960 218651 176331 101621 42389 6867 35522 42320 27966 12032 11561
shrinkage=0.05


Tree=4647
num_leaves=31
num_cat=0
split_feature=181 64 292 859 970 427 1039 727 908 557 997 784 795 833 671 409 774 21 1457 677 296 497 513 84 907 838 641 450 905 982
split_gain=15.5093 15.8274 17.5508 16.2461 18.6699 23.6874 17.7151 17.3733 28.3538 21.2649 22.075 23.1992 19.8023 20.1734 19.2896 17.6166 17.5824 20.3304 17.7559 17.4291 17.2812 17.2568 17.0373 22.1836 17.3634 17.3625 16.6095 17.1574 22.833 18.5475
threshold=1.0000000180025095e-35 1.4455540108994724 -1.7663287268351435 -0.54135187694831066 -0.74293718180992807 -1.0267202008062106 -0.10172660196377835 1.0000000180025095e-35 -0.4556452073893143 -0.96762394565366561 1.2208093854130835 0.9594655836162902 -0.29258408639884992 -0.048140952731893859 1.0000000180025095e-35 1.0000000180025095e-35 1.560186896149206 -0.70163543588998201 0.02373205303704019 0.66908448271462528 -1.0250268457840479 -1.2321550630661668 1.0454229551509682 -0.31456777595622948 0.17077745203812672 -0.1834710448013456 3.4775075420067885 1.0000000180025095e-35 1.3074031405769329 -0.39008668268642538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 6 -6 -5 16 19 -10 11 12 21 14 -14 -13 17 18 -1 -9 -21 -11 24 25 -12 -24 27 28 29 -7
right_child=-2 2 -4 4 5 26 -8 8 9 10 22 15 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00014772090189620293 -4.3261424360078569e-05 0.00027836490161706624 -7.5656643247591418e-05 6.1109133618600858e-05 -0.00011870635297516206 -6.434285865032394e-05 -3.510101332187148e-05 -7.9763356345954658e-05 -0.0001076672037518952 -0.00044819760723996844 0.00027457784825585241 0.00015675268085705302 0.000258419747566956 -8.9447573311389085e-05 -3.1258484233857708e-05 0.00052044477841306546 0.00015935470105315125 -5.3303608439230105e-05 -5.0986394502053952e-05 -0.00061698805566602025 0.00016724317447317411 0.00012789113199109477 0.00025649648371553631 0.00079219820779777793 -5.8708002429653031e-05 -0.0014061078153239318 0.00026023546982946054 -5.5457464306794179e-05 0.0001227982934282527 1.5983185799452032e-05
leaf_count=5938 75166 856 24341 27651 16563 23146 15225 10320 2784 346 2660 4332 1900 6631 2126 707 2714 27433 4080 140 2194 10160 123 437 1040 38 1226 38735 6763 46156
internal_value=0 -0.00262723 -0.0641574 0.00222834 -0.0109533 -0.0251578 0.0298724 0.027329 0.0559163 0.0882053 0.103557 0.080005 0.0477336 -0.0167671 0.100842 0.208804 -0.00861654 -0.0223324 0.0691868 -0.0373289 0.126091 0.116521 0.247938 0.572797 0.190334 -0.114893 -0.0148187 -0.0175675 0.00303779 -0.0103355
internal_count=361931 286765 25197 261568 175465 132589 42876 86103 45938 33284 30500 26202 21163 10657 4026 5039 40165 37451 10018 12654 2334 10506 4298 598 3700 161 116026 114800 76065 69302
shrinkage=0.000980392


Tree=4648
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 921 775 1453 1002 726 540 976 833 496 383 970 10 351 1048 912 1177 570 1421 82 350 422 1396 11 64
split_gain=17.558 15.5065 18.1482 18.8437 17.6429 36.509 16.719 19.3814 19.1572 18.9307 22.78 20.9786 20.7664 18.272 17.6274 17.9995 17.184 16.8639 16.5563 16.5166 16.3743 16.2006 16.0648 17.0909 16.6961 17.5224 21.0562 20.5781 17.7332 16.0533
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.62154522891879982 0.13281703179381904 0.51954049301251548 0.69854289147193727 1.0000000180025095e-35 0.99026637822014563 -1.1340907276278103 1.5919315457291203 -0.74322539953160838 2.2118716902368778 1.8751349660388528 1.1855328726172645 2.0347385979342092 0.275266288594333 -0.078185317478667166 -0.80577776936292356 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 0.58408534944085788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 18 7 8 13 10 19 17 -13 14 15 -4 -16 -12 -3 -8 -14 -7 23 24 25 26 -6 -27 -28 -5
right_child=1 4 3 29 22 21 9 -9 -10 -11 11 12 20 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 28 -29 -30 -31
leaf_value=4.0494093008995514e-05 -1.6509197400910976e-05 -1.5025570713103613e-05 -0.00019713611762384222 -0.00010410225972297348 -0.00011235064991521785 -0.00011568654782659808 -0.00030941142120938079 -6.3368866712831029e-05 0.000173847993479526 -0.00010575717674242954 0.00032670436237429505 -0.0011070657525921361 0.00034658193034184056 0.00025904345810392202 4.9720610881056872e-05 0.00054425506472119997 -0.00037456160038217771 -7.1497293428344472e-05 -0.0009331314231142573 0.00018007776009071796 -0.00021387231868010806 0.00046493137377922114 -7.8800509888595855e-05 -0.00021134846492668757 -0.00014741927441410066 0.00012481124737477253 -0.00037511967642408676 -0.00012498501326060107 0.0002730690832479879 -0.00073654263872413388
leaf_count=29559 190291 4669 3295 1706 8640 264 756 9589 4799 1308 4404 84 388 1364 11899 174 539 530 152 562 508 1120 61493 2973 3798 12404 341 2576 1505 241
internal_value=0 -0.0161549 -0.00676552 0.0344897 -0.0445852 0.0786437 0.0451149 0.0208677 0.0566456 0.129702 0.173577 0.229661 -0.0514812 0.0211049 -0.00067712 -0.157762 0.0347591 0.28864 -0.0390831 -0.0913785 0.0363475 0.367067 -0.0545127 -0.00797382 0.00929377 0.0330518 -0.0524802 0.0865213 0.177516 -0.172448
internal_count=361931 332372 232437 42146 99935 6205 40199 31659 22070 8540 7232 5914 980 17271 15907 3469 12438 4934 4821 1318 896 1384 93730 32237 29264 25466 10486 14980 1846 1947
shrinkage=0.000980392


Tree=4649
num_leaves=31
num_cat=0
split_feature=890 407 871 1235 795 705 623 427 21 702 1051 576 1166 499 636 844 484 1039 211 866 1028 493 969 143 845 207 345 1034 119 1388
split_gain=18.6421 22.0922 19.547 20.0548 21.0302 20.5765 21.1371 18.2045 18.4773 17.9667 20.0357 19.3485 19.3229 18.5112 21.8845 17.3734 17.2112 21.7975 22.7305 21.2929 18.8277 16.9354 19.5084 16.8295 16.5244 16.4433 18.0196 17.7859 17.6191 21.4672
threshold=-1.0182342416987082 -1.2965003005540392 2.4008401756919917 -1.24934742919911 -0.29258408639884992 1.2284335450172812 -0.047398826616434804 -0.49991583447284288 -1.6471741456694959 0.83871633330822193 2.3864150127511103 1.0000000180025095e-35 -0.94772631485393388 -0.88843847530430475 0.22464509144046027 -0.074662170331787001 -0.40881316135674522 -0.81732654005411909 -0.85117114744841449 2.1652321140089481 -1.271019091203941 -1.3961038210069106 0.95098783685555177 0.69636772157838844 2.4851753770144236 -0.4910941031137836 0.75670489351638826 -1.1456212390581639 1.0000000180025095e-35 0.41791301681185172
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 21 5 6 -5 -8 -9 10 25 13 -13 -12 -15 -4 17 -11 23 20 -20 -3 -23 -19 -10 26 -6 -27 29 -28
right_child=1 2 15 4 9 -7 7 8 24 16 11 12 -14 14 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 27 28 -29 -30 -31
leaf_value=-4.4075911986410964e-05 -6.304835860700261e-05 0.00027045944823080042 -2.1008577624349474e-05 -1.1802581427520929e-05 -7.3952205423414959e-05 0.00012790887878692261 -2.4814678291242461e-05 0.0005395025866494601 7.3478891497449041e-05 -0.00014858373458234448 -0.00038667102178190944 0.0014132152271306559 3.1965849346936211e-06 0.00092418337133616827 0.00011599653405263803 -0.00027858282252823024 -9.6445386461370842e-05 0.00034551444683326803 0.0012874143213369175 -0.00040757252612511123 2.1648804483857233e-05 -0.00012037981674306411 6.937321379774672e-05 -0.00015320733493883867 0.00069615708274125925 -7.5601836353449668e-05 -0.00026960419631090661 4.1892092205237787e-05 0.00021071390147343443 0.00030639339498065459
leaf_count=96477 36838 835 4343 39417 18595 10482 9696 409 30949 3214 109 49 1238 393 273 3386 18681 1600 60 611 8489 16683 3773 394 191 7179 1199 43810 2114 444
internal_value=0 -0.00365963 0.00361548 0.006829 0.0129699 0.0378587 0.025809 0.0600373 0.0849325 -0.00796563 0.0108076 0.228135 0.0579926 0.503629 0.634424 -0.132444 -0.0516239 0.00422669 0.050813 0.00338313 0.030385 -0.067945 -0.0828055 0.25809 0.0789465 0.00479354 -0.0463483 0.0263482 0.0937419 -0.0974743
internal_count=361931 265454 228616 220887 199596 91144 80662 41245 31549 108452 75403 2062 1287 775 666 7729 33049 14368 11154 9160 8549 21291 20456 1994 31140 73341 22352 50989 3757 1643
shrinkage=0.000980392


Tree=4650
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 333 678 1218 678 873 1465 665 1080 1329 1241 908 507 1449 1468 53 77 80 269 1456 1467 1467 870 1462 1458 1240
split_gain=16.6005 15.0316 22.375 22.2784 37.5162 35.8864 23.3484 23.1279 21.8672 21.3184 27.1369 26.8526 27.1784 22.8334 21.3557 21.2334 21.2003 21.1011 24.2918 21.5188 21.161 21.832 21.248 20.4406 19.7541 25.7431 20.6839 21.8219 21.8418 19.6511
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.0308016862606064 0.34708990927187483 3.9048232315577729 1.0000000180025095e-35 0.45120890067825536 0.56487967955244278 0.85652824257920523 2.2092738772757108 0.43584835922152426 -0.31721277594761715 -1.4446427012740177 0.65809631222906606 0.6853839265082079 2.213655904251008 1.0000000180025095e-35 -1.3281967945260671 0.3043326485277455 1.157225556610191 0.48268798061829216 0.23932947083138087 0.64485013760597287 1.4311114217578251 0.64216061943476632 -0.54909029163641709 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 6 8 -6 7 9 -5 13 11 23 14 -4 -13 -8 -2 24 19 20 -19 -22 -23 -11 -17 26 -26 28 -28 -7
right_child=1 -3 3 4 5 29 15 -9 -10 10 -12 12 -14 -15 -16 17 -18 18 -20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=3.8272612650929021e-05 -3.4397048419335243e-06 3.7029256444384459e-05 -2.0345324040275948e-05 -0.00020264727180916795 0.00031244092574521598 0.0002140475483041172 -0.00023333121254260863 0.0003289620979629151 5.1772334210164662e-05 -0.00012610946050692538 2.3891554685433858e-05 0.00015540167930395643 0.00041560374499890947 -0.00011218174387076544 -0.00016007796252173861 -4.0382783615101065e-05 0.00010346906795217964 -0.00046838125015133744 -0.00032609162047846421 -2.2818512808726588e-05 0.0002835782278849939 -2.199084088411039e-05 0.00077125705429981618 -0.00028342509509948343 0.00018308271405204137 -2.8039418226536336e-05 -0.00097977857616266917 -0.0014378766932570555 0.00020915456010468192 -0.00054800481971715911
leaf_count=29559 48652 21518 88823 2881 3351 237 3004 651 4547 26849 7352 1712 642 25718 3208 47966 10531 326 676 4052 4371 2282 161 6213 6502 9213 150 75 335 374
internal_value=0 -0.0168595 -0.0215973 -0.0321564 0.0633193 0.229832 -0.0376854 -0.0565365 -0.0342071 -0.058913 -0.101744 -0.128983 0.0188382 -0.0387393 -0.0460864 -0.00663802 0.0180538 -0.000548436 0.0840389 0.107779 0.178447 0.19981 0.0328418 -0.156944 -0.0175363 0.0507561 0.153873 -0.306046 -0.100018 -0.243465
internal_count=361931 332372 310854 251671 11390 3962 240281 161168 7428 160517 45976 38624 5562 114541 4920 79113 59183 76109 11868 11192 7140 6814 2443 33062 64241 16275 7062 560 485 611
shrinkage=0.000980392


Tree=4651
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 1452 1470 921 791 861 1367 689 689 508 728 420 813 727 382 789 1466 1443 620 844 528 1469 1166 1177 1374
split_gain=17.2234 14.9803 20.2542 22.7091 21.9411 35.771 20.4581 34.2114 20.8165 19.7969 26.8059 30.3902 19.5316 24.2508 26.7797 23.0196 20.4272 19.323 19.0488 20.1403 19.715 18.8942 18.6458 18.2286 20.2267 18.2274 18.187 17.8937 17.672 17.6241
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.79547082264194502 1.3024667090820021 0.62154522891879982 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 -0.64429193114355554 0.72022076402865742 0.93928964529742032 -0.90320472132347296 -1.047812579553923 2.1641256470006294 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.081864550713907927 1.593744732512876 0.88084169889549835 0.05302260426055997 1.0000000180025095e-35 1.4039267167446501 0.26477147603133794 -0.015216289862383903 -0.66177662735578835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 9 -6 8 26 12 17 -11 -12 -2 14 23 16 -16 29 -3 20 -20 -9 -7 -14 28 -13 -8 -10 -25 -4
right_child=1 18 3 -5 5 22 7 21 27 10 11 25 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.9657480785637156e-05 -7.7264042624404573e-05 -3.8264687613350426e-05 -8.9267962019558834e-05 -6.5777185877037304e-05 -1.2517711095451552e-06 0.00025809385251096447 9.2129746681973181e-05 0.00086651887767180767 -4.2776146437279437e-06 -9.1906311782958403e-05 2.3689236817175285e-05 0.00046796997670978856 6.5604115967369595e-05 -7.3267072295334285e-05 -0.00014788882023793437 -0.00073210767046090789 0.00028635298683098577 0.00010354072122717438 0.000225465266630196 1.7793926928607596e-06 -6.9219066937067531e-05 -0.00086815200084180847 -0.00010079192821319301 0.00017951835776908366 -0.00036664568372935224 0.00010538827702433833 -0.00072963118159961762 -0.00022061663778798139 -0.00026582474858790527 -2.4919425059250594e-05
leaf_count=29559 8829 9447 42244 85264 18652 4219 8923 313 4235 11003 30600 1102 16967 7814 649 124 4067 3837 5244 5700 1127 52 840 1198 1226 1381 235 3709 842 52529
internal_value=0 -0.016474 -0.0212038 -0.031255 -0.0162359 0.047098 0.0165072 0.110059 -0.00293962 -0.0278883 0.0146015 0.047017 0.0175419 0.043401 0.0766162 0.218244 0.241056 -0.046443 0.0380675 0.0913863 0.173467 0.742251 0.207154 0.0374197 -0.126142 0.273365 0.0820963 -0.112109 0.0152333 -0.0537137
internal_count=361931 332372 310854 251671 166407 23711 59183 9523 49660 142696 44086 33083 41716 32887 25073 4840 4716 98610 21518 12071 6371 365 5059 20233 3266 2483 9158 7944 2040 94773
shrinkage=0.000980392


Tree=4652
num_leaves=31
num_cat=0
split_feature=1097 1470 269 705 1455 1468 420 152 1035 1451 1037 1113 910 149 1316 935 882 1040 365 418 1256 1468 365 1325 149 1181 970 357 1050 496
split_gain=15.7266 22.5593 21.0531 17.0419 16.9551 27.963 17.1696 16.9425 18.3983 17.591 18.8705 16.6186 16.475 19.4475 16.3997 16.2803 18.5074 16.5604 16.0942 15.8738 15.8151 15.3338 15.2842 15.1896 17.8905 17.8446 17.9233 15.8002 15.8182 16.8335
threshold=-0.64966988391888181 -1.1535394197080833 -1.2832447556410924 1.4125972960924511 1.3141790966806519 1.2465044061975814 -0.94027280380232636 2.1171177476311756 -0.088446804417332617 0.75140231727557782 -0.75194863210017393 1.9936656149011287 0.82596748510626528 0.15792979423085626 3.082446281390649 2.2167168694331139 0.44470034393954044 -1.0347510493133616 1.4239967677477152 1.7724915768289919 1.6748389999138091 2.8970362673674974 -1.1245270548591002 -0.11747933398026052 1.1141829755088977 -0.40224218144634477 0.30814178342936177 0.75594710763866246 0.3414421888480752 -0.51420365429618264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 15 19 6 -6 9 12 -2 -11 -8 -9 -14 21 -4 -17 -18 -10 -3 -13 -7 -5 24 -24 -25 -27 28 29 -26
right_child=2 4 3 22 5 14 11 8 18 10 -12 20 13 -15 -16 16 17 -19 -20 -21 -22 -23 23 25 27 26 -28 -29 -30 -31
leaf_value=5.9187357084647842e-05 -0.00010284858255365602 -5.0525118851514854e-05 5.457596184767742e-06 -0.00039583676249701404 -0.00016423340496997599 -0.00048088982479309669 0.00020386616466765327 -0.0002434707061035094 0.00055571485786044827 -0.00028603336649218533 0.0001214183191190251 -0.00039617354163346398 2.3228082729203457e-05 0.0015829124791155844 0.0014024857348547673 -0.00015338475173389853 0.00070079859467057741 4.7134575473758015e-06 -0.00052524597035900553 -0.00018393733104701539 0.00087507664354484721 5.5716960254270654e-06 -1.1761495160661759e-05 0.00037444466111357218 -0.00031454495530329306 -2.4204502427502437e-07 0.000415481147282074 -0.00028612009651456403 0.00089728183710492497 0.00057961985571841287
leaf_count=12067 26745 92458 185507 377 1182 926 4956 669 578 811 3676 487 138 47 28 7441 155 3991 80 8041 56 513 5729 1664 191 2170 604 167 234 243
internal_value=0 -0.0368695 -0.0019641 0.00553467 -0.0497954 0.0531314 0.118014 -0.0630462 0.173957 -0.0772703 0.0569878 0.168434 -0.0654854 0.531918 -0.243357 0.000583276 -0.0839174 0.0345888 0.443993 -0.0601936 -0.246538 -0.280896 0.08961 0.103217 0.0334438 0.20147 0.0939982 0.337319 0.486321 0.21568
internal_count=361931 120714 241217 208473 108647 8148 6681 32744 1512 31232 4487 5499 854 185 1467 197094 11587 4146 658 100499 543 1439 11379 11002 6564 4438 2774 835 668 434
shrinkage=0.000980392


Tree=4653
num_leaves=31
num_cat=0
split_feature=785 519 837 412 500 284 1177 639 841 1039 1259 700 1202 848 370 442 975 779 1393 703 1393 803 666 195 889 210 289 567 633 927
split_gain=10.0285 11.2209 15.9592 19.151 15.8807 15.8787 18.6429 14.5279 15.9272 18.0194 15.8874 15.6778 14.4737 16.806 19.3165 16.319 21.6704 16.4347 14.5939 14.1732 13.92 13.9676 36.6047 33.504 23.5837 23.1568 20.3886 19.2027 25.4069 19.0989
threshold=-0.86283290253235112 -0.830672104868595 -0.024445983609339975 1.3163541034535433 1.4155676088523064 2.2154822803873588 1.1554228240134157 1.3806218473533345 0.78357774964832438 -0.94293716748487044 2.2097491081757705 -0.40365415332337312 0.39441124349215584 -0.36391605001064914 -0.45716571573314724 1.0000000180025095e-35 0.95494621722111084 2.079298498487542 2.5158488419009908 -1.3699734350253194 3.2693079155969014 0.85523949479533445 0.45873907618427312 1.3909106807663625 1.0000000180025095e-35 -1.24939890243734 -1.1764043571051006 1.7811711699895054 1.4871122038500981 2.0943578565502325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -7 8 9 -5 -11 -10 -6 14 15 16 17 -14 -16 -8 21 27 24 25 -23 -24 -27 -3 -29 -28
right_child=1 20 5 7 12 6 19 -9 11 10 -12 -13 13 -15 18 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 29 28 -30 -31
leaf_value=0.0017184708842712033 -0.004385222024893728 -0.00083473261631111697 -0.0058283621760478032 0.039775155970312476 0.0043308206115170323 0.0044451799747335635 -0.026176605755971943 0.044605660368235017 0.010286105931041761 0.0048027346535250703 0.065824392191142056 -0.024748653891883077 -0.020899552712567063 -0.017771070797862474 0.0097464385749748469 -0.039453183509316612 0.071344220652233017 0.081984342437133859 0.10853135487294018 0.083264775572289285 -0.01687062152353137 -0.0031420825373934948 -0.011841771053171473 -0.01218655453230289 0.0029209776053206031 -0.010643045520747151 0.010452031018895223 0.0015299220531506163 0.015526014542051495 -0.0096054970189300686
leaf_count=29559 14890 217891 22277 229 8756 508 31 139 290 1143 50 355 357 1379 1112 336 66 23 20 64 808 19990 865 1068 14772 752 11555 10380 1708 558
internal_value=0 -0.00921989 -0.0453422 -0.00795078 -0.0295089 -0.102373 0.275084 0.188573 0.14236 0.271397 0.153459 -0.152014 0.0374825 -0.11808 0.0377059 -0.31346 0.0306303 -0.237616 0.238159 1.20733 -0.00383508 -0.00300388 0.0311033 0.120241 -0.0112984 0.149727 0.17047 -0.0111814 0.0750435 0.189875
internal_count=361931 332372 52025 29145 26939 22880 603 2206 2067 1422 1193 645 12049 3293 1914 782 446 380 1132 95 280347 279539 49560 14798 34762 13730 12865 229979 12088 12113
shrinkage=0.05


Tree=4654
num_leaves=31
num_cat=0
split_feature=1022 1154 656 1010 1229 1157 1147 67 1450 1262 199 760 274 1358 1159 968 254 498 1257 40 570 1436 269 13 1326 626 1469 1451 767 901
split_gain=10.1382 23.86 16.3633 16.0922 16.9623 16.723 15.7728 15.2281 22.9115 19.5445 18.67 17.9706 21.8693 21.2695 18.7171 17.8008 17.4381 17.7751 16.0721 23.6062 15.8813 15.7435 16.1996 16.6276 19.6156 16.0168 15.5777 15.9594 17.488 15.5392
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.1177813601915951 1.9615424434015647 1.0000000180025095e-35 2.7756082473683752 2.3776019160615971 0.2639097113453524 -0.67806027517800449 -0.65828819010900708 1.7183685014587458 0.12608167218844024 1.8488344453992587 1.3867751058191389 1.0000000180025095e-35 -1.3845986788245146 1.4590023375957022 2.5426301931846376 -1.4187179486866139 -1.0000000180025095e-35 -0.68311370715216868 0.60428344764309971 -0.97818596660968204 -0.38727990246034444 -1.6455140072791463 2.9905987839344603 2.3874495990825011 -0.061298364653896611 1.8269839575643754 0.96927331304388542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 10 11 -10 16 12 -9 14 -14 -11 17 -3 19 -13 -19 22 23 -18 -25 -24 27 28 -17 -30
right_child=-2 7 3 -5 5 -7 -8 8 9 15 -12 18 13 -15 -16 26 21 20 -20 -21 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0097168193550375408 0.00029270256499887488 -0.00087734156164421509 -0.0039258802439872354 0.0042407172522931818 0.0020459397735743969 0.042557775341371798 -0.035876036843097377 0.004977254575760052 0.01069694421764384 -0.024141874341888529 -0.0079984396332902757 0.074874095705245669 -0.036474704290119141 0.051232183014382718 -0.0011170798618214705 0.0095910292344328994 0.0032012029376022747 -0.015655902651858598 -0.022044693683386098 -0.066642487352846932 0.03045518278324404 0.039620002895966192 0.0036683424752980733 -0.049220847083403095 0.046443103959968757 -0.037837840363116153 -0.032663800540081347 -0.0015635666776304309 -0.022719334148549274 0.037750718921634729
leaf_count=8249 190674 61983 59329 4588 8493 150 319 2232 4603 367 5164 52 399 43 291 4447 475 141 895 27 389 169 3471 38 347 135 152 3898 356 55
internal_value=0 -0.0197242 -0.0574106 -0.0458499 -0.0587698 0.0402487 0.0259509 0.00383625 0.0591707 0.100045 -0.0128074 -0.0874368 -0.00777141 -0.324212 -0.420899 0.0426495 -0.00282687 -0.0136103 -0.358053 0.665334 0.395813 0.133018 0.105745 0.423305 0.766455 0.0450659 0.0596891 0.0710359 0.153338 -0.27929
internal_count=361931 171257 81128 72879 68291 8962 8812 90129 17817 13878 72312 3939 2965 733 690 9275 67148 62513 974 79 530 4635 4466 860 385 3606 8908 8756 4858 411
shrinkage=0.05


Tree=4655
num_leaves=31
num_cat=0
split_feature=1097 1470 269 785 713 1455 1468 420 152 1035 1451 1037 21 1095 821 1395 733 1253 184 1038 836 287 852 717 333 185 981 896 923 852
split_gain=17.2513 22.2353 21.4424 17.3131 18.0942 17.0972 27.9398 17.0535 16.9217 18.3745 17.6701 18.7991 16.9176 31.168 31.0545 23.3687 21.7489 20.4628 19.6072 18.8267 18.5976 18.251 17.7019 23.6263 22.9016 19.1772 19.1177 19.5466 23.8297 65.1198
threshold=-0.64966988391888181 -1.1535394197080833 -1.2832447556410924 -0.86283290253235112 1.0000000180025095e-35 1.3141790966806519 1.2465044061975814 -0.94027280380232636 2.1171177476311756 -0.088446804417332617 0.75140231727557782 -0.75194863210017393 -0.32341995197817647 1.0000000180025095e-35 -1.0305144854359449 -1.4452046499271394 2.3938204998800492 -0.075591946129914003 1.384368771371848 2.3177146125874488 0.33874722615291447 0.93742106729545038 1.0747610123934368 0.47434941765559457 2.9869920577443172 1.0000000180025095e-35 2.6613133995472453 -0.43454379769620094 -0.86449023226567734 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 -3 7 -7 10 -10 -2 -12 13 14 17 -15 18 -5 20 -17 21 -16 26 -24 25 -25 27 28 29 -14
right_child=2 5 3 12 -6 6 -8 -9 9 -11 11 -13 22 15 16 19 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=5.645494282855208e-05 -0.00010382535272765866 -6.0956773537455902e-05 -0.00015105290628423943 4.0957393526020053e-05 8.1584223963233386e-05 -0.00016479031792766867 -0.00023986309111937638 0.00016342507257875475 -6.5063502690203208e-05 0.00043393184698722361 -0.00028609724748137981 0.00012065693166411823 -6.9444017147963802e-05 0.00022604219822607689 0.00015116473274177428 -0.00018378806910888574 -0.00017601951878566883 -0.00020363422949240596 -8.581095961087654e-05 0.00084783720803942861 2.6230566304869898e-05 -4.2997574859457196e-06 -6.0005042128404375e-05 0.00024726811432358758 -0.00050448205116231115 5.3765248215162709e-05 0.00035612805839457996 -5.6091629134657262e-05 -1.3371348098791294e-05 0.00042284391212849345
leaf_count=12067 26745 100499 1859 3819 20222 1182 1467 5499 854 658 811 3676 3035 1089 20583 7206 2630 4813 3758 89 13037 4294 5918 3548 273 5704 570 60703 43364 1959
internal_value=0 -0.0389144 -0.00236818 0.00520004 0.0644188 -0.0517416 0.0515995 0.116455 -0.0640004 0.17277 -0.0782158 0.0563521 -0.00194072 0.0295777 0.047729 -0.118251 0.0687503 -0.0950671 0.0784638 -0.170991 0.0920749 0.127573 -0.0166315 0.0513259 0.114525 0.131638 -0.027084 -0.0293516 0.00331826 0.145495
internal_count=361931 120714 241217 208473 22081 108647 8148 6681 32744 1512 31232 4487 186392 61318 52934 8384 44302 8632 41672 7295 37914 24877 125074 15443 9525 9252 109631 109061 48358 4994
shrinkage=0.000980392


Tree=4656
num_leaves=31
num_cat=0
split_feature=728 744 554 801 901 858 1188 699 89 1359 1457 838 20 78 1111 1243 557 291 291 898 207 490 1111 1467 961 569 691 333 363 1314
split_gain=9.95995 13.3612 14.2661 16.8705 16.9975 17.071 16.4689 17.0808 15.0667 14.8019 14.2839 18.513 13.8244 16.6018 13.4325 13.1695 13.0965 15.9473 16.0726 21.4932 17.9076 16.3382 16.5406 15.8076 15.2494 15.5693 18.3615 19.7045 16.8902 16.4943
threshold=1.0000000180025095e-35 1.3025484894158337 1.1378115534066666 1.0000000180025095e-35 1.2910349906425516 -0.5046117021686628 0.081032701376300226 1.3481272382231044 1.4318698501467615 1.8113258030550952 0.098295273847439121 -0.48811047737912677 -0.71761011347233339 0.73061202190244401 1.9355292584928085 -0.74345601271011585 -0.70530571838800626 -0.17705046395300619 -0.029352387823720516 -1.0145064289192096 -0.60240565296176596 -1.0321374260871972 -0.088425086852831861 3.8567296589757825 2.7378363749037904 -0.1592425257852644 -0.67449439877059081 1.0000000180025095e-35 -0.89313364117627858 -0.011611324003085923
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 3 8 5 12 -6 10 9 14 11 -8 13 -5 -3 -10 17 -1 19 21 -21 22 -19 -20 -18 26 28 -28 -26 -29
right_child=1 2 -4 4 6 -7 7 -9 15 -11 -12 -13 -14 -15 -16 -17 24 18 23 20 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.00039117532396739274 -0.0018641891355030379 0.010079389704956363 -0.01212883394716097 -0.00098410518697430505 -0.0037406850353882827 0.0016237926109189636 0.07509238589897782 -0.067857077519265951 -0.017574259345120483 -0.03146210326571177 0.0984100752001172 -0.010311404386084263 -0.019753185491320584 0.086235010314256344 -0.042422972735092178 0.04824575286195059 0.00075035353602415848 0.0064073741599889869 -0.0029263717672645684 -0.0010216108539195152 -0.022470560302677606 -0.00019018568840783215 0.10253770973702339 0.026975239187320588 0.017845430421963633 -0.011269796823582791 0.011902913044672616 0.0055560738917267609 -0.017313423239231487 -0.017586682720000881
leaf_count=31526 98011 3212 835 242 194 4762 57 24 52 149 53 72 1108 29 80 210 184924 51 23178 864 1931 304 35 195 260 3799 2082 1149 1519 1024
internal_value=0 -0.0262107 0.0479652 0.0712034 0.000298157 -0.0288343 0.472391 0.891367 0.192814 0.153205 1.07809 0.65089 -0.268028 0.190181 0.181428 0.720697 0.00248223 -0.0302703 -0.0734295 -0.237418 -0.317309 0.271882 1.09929 -0.051877 0.0109536 -0.0893631 -0.0107811 0.0773458 -0.236472 -0.107323
internal_count=361931 109090 11079 10244 6541 6141 400 206 3703 3441 182 129 1379 271 3292 262 252841 58084 26558 3185 2795 390 86 23373 194757 9833 6034 4255 1779 2173
shrinkage=0.05


Tree=4657
num_leaves=31
num_cat=0
split_feature=1454 1452 21 1455 1460 1449 1461 1451 1469 1462 1289 1463 1465 1454 570 1454 1361 54 1468 1469 1044 89 971 1462 1462 1465 1462 1462 21 1452
split_gain=9.86025 18.6904 18.2824 34.4546 32.8956 38.7784 32.6366 28.9247 29.8996 28.2077 25.4744 22.9364 21.6551 20.4877 21.3326 19.0254 19.6768 18.3231 20.7405 20.0098 22.5897 19.2826 18.1134 17.9673 41.9889 39.0479 32.8082 40.474 39.8701 31.566
threshold=-0.2363894608792538 1.2756511722692228 -1.0798509198017876 0.46304910557563933 1.3228809068545828 -0.16476281433214623 2.5032120688259147 0.73539989607580092 -0.81490090580954255 0.57678471910470575 1.0000000180025095e-35 1.7101402089481439 1.5526536492403793 1.4796464965332312 0.16816811841372206 0.29389689997288809 0.55035703183932794 -0.42445565733332025 3.9650802667107272 1.6596426661524915 0.21872401839353908 -0.25730797595984373 0.43967787551352105 0.60855133363586655 0.39165224646214775 0.91277654818429999 1.1061400540281336 1.1404215255430115 2.1349806934485605 -0.58360753809991672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 6 5 7 9 8 -5 12 -6 -7 13 14 15 -2 -17 -4 19 -19 21 -21 -3 24 -1 29 28 -28 -25 -26
right_child=2 22 17 4 10 11 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 20 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.00067335164992327035 -0.010581880473216522 -0.0041559488144116445 -0.0015130855722727155 -0.006179734586618274 -0.023730098876476771 0.029563541767065684 0.028274998189762902 -0.015282648799752796 0.026837682553137673 0.0066827512064852133 0.0075861006662722545 -0.00523668538544831 0.0087003376453683584 -0.035966589091786016 -0.020191364974199728 0.0014354138812058045 0.040971446186207995 0.0015543939305583869 -0.012584921415670795 0.0087608372693845464 -0.028486110748882684 -0.017127871183719556 -0.022174560331258183 -0.0074452969341487693 -0.0069670144073766581 0.043953561083951348 0.046466433594503975 -9.8540608457168142e-05 -0.072719618352751314 0.010782662373207843
leaf_count=156269 1654 3867 62980 644 527 2031 428 712 894 3447 834 316 958 508 2164 825 192 87792 1502 900 775 739 1363 12023 2088 354 242 9586 168 5149
internal_value=0 -0.0169717 0.00796101 0.0869862 0.217472 0.312558 -0.0116165 0.0892043 0.267131 -0.048692 -0.0826771 0.510909 -0.156625 -0.229373 -0.172709 -0.0331649 0.225303 0.000594419 0.0212655 0.0256824 -0.192982 -0.0461617 -0.174236 -0.0132633 -0.00446808 0.164646 -0.0785095 0.0245337 -0.164117 0.125437
internal_count=361931 191109 170822 16134 5958 4597 10176 2250 1538 9748 1361 2347 6301 5343 4835 2671 1017 154688 91708 90206 2414 1639 5230 185879 163860 7591 22019 9828 12191 7237
shrinkage=0.05


Tree=4658
num_leaves=31
num_cat=0
split_feature=519 858 712 933 582 369 413 140 651 1043 1039 706 223 970 18 649 284 9 1112 50 779 213 563 982 1147 622 694 1060 901 770
split_gain=9.86109 20.2128 19.8082 16.4343 16.9162 17.2161 16.5926 15.7817 15.1987 16.9417 15.4171 14.6464 14.7625 14.8048 18.4729 14.1098 14.8461 13.96 14.1604 14.1165 13.9301 16.7611 13.7068 13.5683 13.4873 13.0764 13.0376 15.1073 15.6652 14.858
threshold=2.1420547332082829 1.0825608069246189 1.0000000180025095e-35 0.68806224955729689 1.0844420916666788 1.106599526467509 1.0000000180025095e-35 2.7499946288721939 -0.9964111233105486 1.1340291073941886 0.09239891315647368 1.0455881621042182 -1.957756908602269 0.29274135903025134 -0.17023495535027131 1.0000000180025095e-35 2.2154822803873588 1.634713297566835 -0.0331790408506683 1.0000000180025095e-35 -0.38752054144071002 1.3796511732149117 2.2525076037693208 -0.46448603402641053 2.3776019160615971 1.8802335887735444 -0.45577122012733234 0.91783665606910081 1.0420527401197741 -0.34190762685970416
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 5 6 8 24 -4 17 23 12 -2 -14 -15 -13 -17 19 -19 20 -10 22 -22 -11 -8 -16 27 28 29 -5
right_child=1 -3 3 26 -6 -7 7 -9 9 10 -12 15 13 14 25 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00040156301204189484 0.053416320548975209 -0.0067681442128100086 -0.023865463942285448 0.0035592996936765521 0.018451222386910285 -0.0094145238880735185 0.013978947581864777 -0.069649611112927487 0.014780348106687005 0.017254358498794337 -0.06829523719435511 -0.0033793091866058927 -0.00093025158200695651 -0.0028322059966735137 -0.029479100319658731 0.014602488307761428 -0.057927630183868199 0.0020028229853493586 -0.058690183933621076 0.017942157510718076 0.0002625964498023948 -0.055676190635516355 -0.084207624690508132 -0.03004716581067246 -0.025439793938967281 0.026081072891658504 0.0075454704303369981 0.022238340584289279 -0.099089895620119023 -0.02012045683854901
leaf_count=338398 45 2809 269 485 1604 743 3771 27 564 122 60 1177 4190 1050 868 1430 38 112 76 1102 714 80 25 152 118 65 929 156 26 726
internal_value=0 0.0384541 0.0619484 0.117897 0.158603 0.119356 0.151772 0.247117 0.0403441 0.0811139 -0.370777 -0.0192493 -0.0793548 -0.0897589 -0.25958 0.117744 0.258099 0.137273 -0.429274 0.17877 0.0370778 -0.136944 -0.0442011 -0.16083 0.25855 -0.511194 -0.038495 -0.167602 -0.245416 -0.213344
internal_count=361931 23533 20724 11861 9539 7935 7192 3916 3276 3007 334 8863 6218 6173 1983 2645 1468 2673 188 2485 1383 819 739 274 3889 933 2322 1393 1237 1211
shrinkage=0.05


Tree=4659
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 784 1443 791 861 1367 507 1156 813 528 651 648 704 575 592 1374 732 1002 1270 641 1386 924 978 1384 1010 914
split_gain=15.4466 13.6879 20.4172 22.2992 21.5142 36.1349 23.23 20.9225 27.6862 31.1405 20.7832 19.2443 19.1304 18.2145 18.1706 17.9375 19.2678 17.8434 21.957 17.7338 19.4785 18.3439 18.6118 18.0416 19.1986 17.691 17.9597 17.6591 17.5595 17.5408
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 0.9594655836162902 1.593744732512876 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 0.65809631222906606 1.0000000180025095e-35 2.1641256470006294 1.0000000180025095e-35 1.1107569744011787 1.8166789435549495 -1.1956137993399691 0.68932268642900596 -0.59494694347224619 -0.66177662735578835 3.2946899365908435 1.0000000180025095e-35 0.34616208652689945 3.7016018671129225 0.48565394206859691 1.8999064755685127 2.6375975511520715 -0.53342496023365138 1.9615424434015647 0.59996111008918274
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 7 -6 -7 12 -9 15 -2 -8 19 -11 17 16 -10 18 -12 20 21 22 23 -4 -25 -5 -27 29 -20 -24
right_child=1 -3 3 25 5 6 11 8 9 13 14 -13 -14 -15 -16 -17 -18 -19 28 -21 -22 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=3.7886178944437592e-05 -3.2428372778827516e-06 3.616960890010613e-05 -2.7865622269546304e-05 -7.4132203843114603e-05 -7.4322963583893562e-06 0.00024313998408546995 -0.00029891660482019142 -9.1224823229091008e-05 -0.00026479593470011349 0.00047398824629649535 0.00031556213382980317 0.00036703884730746245 0.00010359144268690264 0.00011123781349028152 -0.00015242965938653088 0.00021342843409279035 2.2984378936195728e-05 0.00046383916325848211 8.7144876328855284e-05 -2.4034742926689983e-05 -0.00056129466449308637 -0.00016618022467039658 -0.00013264768652734794 0.0011816854299297967 -0.00076680597299322968 8.9912517159384221e-05 -0.0011861481552555805 -0.00026514048990039713 -0.00027963338846546877 0.00030007349873247338
leaf_count=29559 48652 21518 23989 79939 17582 5045 797 11003 2108 1102 1682 287 3837 1381 1168 2275 26217 661 6395 52529 601 10772 1778 124 48 5251 74 4242 625 690
internal_value=0 -0.0153145 -0.0198373 -0.0299378 -0.0150455 0.0477215 0.189385 -0.0265922 0.0171321 0.0501151 0.0180537 -0.116632 -0.0456772 0.279427 0.104707 0.0269539 0.00929493 0.136159 0.109428 -0.0529195 -0.0904019 -0.0847756 -0.054274 -0.0228617 0.770726 -0.0654879 0.0749937 -0.167797 0.0531159 -0.0157079
internal_count=361931 332372 310854 251671 166407 23711 6129 142696 44086 33083 59183 1084 98610 2483 10531 30600 28325 9363 8702 94773 42244 41643 30871 24161 172 85264 5325 6710 7020 2468
shrinkage=0.000980392


Tree=4660
num_leaves=31
num_cat=0
split_feature=954 1437 1449 21 9 1173 774 899 1462 614 1458 1327 417 79 1053 705 1242 291 69 915 519 705 785 996 879 1065 576 1317 588 1120
split_gain=9.67388 11.541 14.3739 12.3823 12.6991 12.6118 12.6003 17.3114 12.033 17.2793 15.1514 13.3535 14.4306 15.0023 12.3988 11.7515 11.3515 11.2048 11.1009 11.6591 10.8681 18.8083 18.1539 21.6282 26.5195 21.8827 19.4293 20.6523 18.0529 17.8866
threshold=6.099786963134739 3.5253024523165304 0.21823915298615523 0.2439032738895319 0.43417098435278029 -0.67779957071679153 0.32413332598355143 0.65589815165045084 -0.098370936111923477 1.0000000180025095e-35 0.70333210766501042 0.95500990106320405 0.76483332287989203 -0.15422507212253192 1.6948228559754139 1.0000000180025095e-35 0.60708339810168843 0.89495170150148695 -0.46506402780264761 -0.42773099906905715 2.1420547332082829 -0.70742728023799406 0.58460966528228819 1.0565563832172893 -0.65854580630962423 1.0518754624258557 0.66546334935299256 -1.1126380042624171 -0.31407487021714353 -1.0732871027902944
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 8 4 5 -4 7 -5 11 18 14 -3 13 15 -11 -13 -2 -18 -10 -20 -1 -22 23 25 -25 -23 27 29 -29 -24
right_child=16 2 3 6 -6 -7 -8 -9 9 10 -12 12 -14 -15 -16 -17 17 -19 19 -21 21 22 26 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00036702293560047171 0.034802102678603446 -0.0012464109548125577 0.046498244015350021 -0.034896609710193781 0.037153027791968413 -0.032016318745488291 -0.053590749946560434 0.052189266293771866 0.084575933955414934 -0.029436728621016713 0.027992422085968166 -0.0058660996489181905 -0.058496437082618792 -0.0037882715146498967 0.03109039189713202 0.083431944893580523 0.038841091061772526 -0.049549455983628324 0.049622723375662127 -0.064586567480415025 -0.0042908368187487469 0.0053526859337348917 0.030919818467848994 -0.022372732924198436 0.0030388092580690045 -0.0073658557338367389 -0.0079388819467969499 0.0065137625694911064 0.023136528637643282 -0.032123736021316567
leaf_count=336267 141 630 25 99 56 156 248 31 25 621 57 24 23 70 37 84 21 40 20 21 4827 10693 79 898 1021 1809 601 1334 1726 247
internal_value=0 -0.00465986 -0.166421 -0.457924 -0.0823896 -0.38368 -0.728126 -0.211525 -0.0538437 -0.258554 -0.375149 0.132183 0.645606 0.850524 -0.495618 1.31521 0.414958 -0.319469 0.726587 0.00396286 -0.00353409 0.0418324 0.0720764 0.0365488 -0.176621 0.0693632 0.201811 0.265448 0.315477 -0.308125
internal_count=361931 361729 2227 615 237 181 378 130 1612 781 715 831 201 178 658 108 202 61 66 41 359502 23235 18408 14421 1919 12502 3987 3386 3060 326
shrinkage=0.05


Tree=4661
num_leaves=31
num_cat=0
split_feature=785 728 516 789 451 506 564 515 564 928 728 651 507 912 864 973 914 698 470 1431 1038 689 634 1247 1468 699 828 788 1238 1459
split_gain=19.9972 15.8659 14.7958 23.1039 22.1983 49.1661 26.2938 23.1934 20.8838 19.0802 32.5672 30.8463 28.4572 26.2713 24.8692 21.9531 23.1484 21.8958 20.9597 20.9033 20.8683 19.3715 21.0535 18.3502 18.5034 19.9495 17.9634 17.7562 20.1083 18.188
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 2.1518408528082529 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.0941628986121894 1.4915456331499788 0.72275257928592751 0.84874543308613937 -0.20113678851527941 -1.7367869709315968 1.0000000180025095e-35 1.0099929608726099 1.5197873595272351 -0.64429193114355554 -0.86854581415873378 -0.76114766347539387 0.50871131412698856 0.071153870502645641 2.8184711628317083 1.2661110625217866 -0.40677623306953564 0.4717617753106515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 6 -6 7 -2 -5 14 11 12 15 18 20 16 19 -18 -12 -11 -4 -14 -23 -9 25 26 -25 -20 29 -29
right_child=2 -3 3 8 5 -7 -8 23 -10 10 13 -13 21 -15 -16 -17 17 -19 27 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0001085527741306232 -5.6230381806578204e-05 6.0990366960900378e-05 4.2931245209931332e-05 -8.4739807073981813e-05 0.00030061229000660452 -2.6172353492186246e-05 -0.0001576901144320692 -9.1558388784670344e-05 0.00021178809210963998 1.1556790706719099e-05 -9.3080407978033501e-05 -0.00017987543216851066 -4.4688974780041302e-05 6.4492894878577604e-05 -7.2616447473850519e-05 -0.00014018787232588295 -0.00017985472817207672 0.0002255518645271016 -4.0787981409762743e-05 -0.00055263773794239819 0.00019505217756360201 4.4985165088998167e-05 0.00044064946696561097 0.00017289009748722785 -8.4753981566852639e-05 -2.9220992917161045e-06 -0.00070462769189524746 7.7047531139031678e-05 -5.5502056822895908e-05 0.00035856377407176269
leaf_count=3396 86094 26163 42560 22622 2736 10940 11199 7152 1102 3210 38055 2089 761 12113 8102 2719 846 5274 33979 466 4575 898 2141 9639 4283 8071 165 4683 4668 1230
internal_value=0 0.0447956 -0.0165074 -0.00392577 -0.0367699 0.0536758 -0.0478092 -0.0360693 -0.070439 0.00577559 -0.0120652 0.0733725 0.106138 -0.0306228 0.0400015 0.0516826 0.0981242 0.181456 -0.0467713 -0.0435679 0.0603635 0.266898 0.342268 0.0246343 0.0579983 0.0932573 0.164242 -0.0166679 0.0633847 0.142703
internal_count=361931 29559 332372 192093 140279 13676 126603 115404 23724 168369 113132 18404 16315 94728 55237 12515 9796 6120 82615 3676 47135 3800 3039 29310 22158 17875 9804 44560 10581 5913
shrinkage=0.000980392


Tree=4662
num_leaves=31
num_cat=0
split_feature=1097 1470 407 50 56 1296 1440 215 852 983 79 1392 1379 1092 1451 1427 1384 569 115 898 116 567 1455 1468 1107 420 595 1461 1166 829
split_gain=15.123 21.9975 19.8438 17.5273 24.2373 20.8624 21.821 20.4271 19.3887 21.7689 18.2037 17.857 24.1476 17.8086 19.9084 21.6219 20.4908 24.982 24.4006 21.8026 20.1143 17.7244 17.2614 27.9273 17.2082 17.1792 17.0564 16.9774 18.2023 17.4164
threshold=-0.64966988391888181 -1.1535394197080833 -1.2965003005540392 1.0000000180025095e-35 1.0000000180025095e-35 -0.43652631067203845 1.0000000180025095e-35 -1.2360170231263641 1.0747610123934368 -1.233714948311688 -1.4625201893064557 3.0243454669273118 -0.46400378737749509 -0.92457298990731662 1.29793094255838 0.48575677691355118 0.56210851049067123 1.5337647361698881 1.0000000180025095e-35 0.082235557317516458 1.3598778710582751 2.5094887342694556 1.3141790966806519 1.2465044061975814 -0.70798317714492942 -0.94027280380232636 2.3732793974093203 0.92086227942272492 -0.341477419411298 0.21585890996266013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 13 -6 11 -10 -11 21 -13 27 15 -15 17 19 20 -17 -18 -7 -3 25 -8 -24 -9 -5 -29 -30
right_child=2 22 3 5 7 8 24 26 9 10 -12 12 -14 14 -16 16 18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=5.7795484200565295e-05 -6.3474118907400618e-05 -5.9059084103255181e-05 -6.4959615385781652e-05 -0.00021969298236992102 -0.00021008284148951592 2.2300907405263403e-05 -0.0004809699323400901 2.2005295313350376e-05 0.00049036652608407713 -0.0010631862848835801 0.00011174445514853832 0.00086563591298227899 5.0647930973031208e-05 -6.0117810766047122e-06 -0.00016314660689201996 0.00019075283135702926 0.00044655446631776825 -0.00046326215213497252 -7.2250297984074603e-06 -0.00011506506337828455 0.0014059493606025728 0.00040959718882602485 -0.00016332733332250475 -0.00023745958430290226 -0.0001061133809410103 0.00016601201997670534 -0.00026163654761853368 -0.00088181399143365475 9.3548875527555735e-05 0.0011086119504031546
leaf_count=12067 31349 100499 46985 3089 2434 61929 914 50773 677 73 8135 266 414 18573 2495 3691 804 421 604 1488 85 481 1182 1467 3576 5499 1533 76 238 114
internal_value=0 -0.0369977 -0.00278699 0.0041738 -0.0189504 0.0224974 -0.0206203 0.00906514 0.0434629 0.135704 0.105647 0.0299263 0.376902 -0.00208642 0.0145579 0.0325714 0.133153 0.0750207 0.36154 0.112107 0.572766 0.0261256 -0.0497576 0.0540786 -0.176555 0.118898 0.017028 -0.160638 0.256726 0.442816
internal_count=361931 120714 241217 209868 101725 108143 36168 54740 71975 8885 8208 63090 680 31678 28161 25666 7093 5600 1493 5179 889 62410 108647 8148 4490 6681 52306 3517 428 352
shrinkage=0.000980392


Tree=4663
num_leaves=31
num_cat=0
split_feature=46 404 227 706 906 629 833 497 87 1094 1113 1380 986 1463 559 1324 1392 498 1262 1390 1076 30 499 1387 349 1389 292 277 1329 417
split_gain=9.82531 15.6467 18.6517 16.2834 15.9186 17.2242 17.3413 21.658 16.897 16.0405 20.2697 15.2117 18.5039 15.1946 15.0155 14.9751 14.8811 17.0937 16.704 15.6489 17.341 15.9888 15.7738 16.2072 15.3547 18.0199 17.731 18.3275 18.1212 19.4538
threshold=1.0000000180025095e-35 0.76881834321921005 1.6420944083540536 2.2849053067765186 -0.83395547952291793 0.60902428496528238 2.101196111265915 -0.8388004186753738 -0.45940043761261201 2.9878277854369757 -1.0941947476294818 -0.76628826173166076 0.54615648461162991 5.6853485453425652 2.5232654221047377 0.015210930000337934 -0.51758911963671783 0.90154372286802353 4.2650547548666031 1.3539938098059801 0.99418951005896328 1.0597452300227459 -1.7751342901158156 1.4074084663469442 -0.084237251121653686 2.2959443980814522 -0.73293247558207419 0.34311379293258132 -0.76508103059807442 1.4657409324306752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 13 -3 9 -7 -8 -9 14 -11 12 -12 16 -6 -13 17 -2 19 24 21 22 -21 -24 25 26 -18 -28 29 -29
right_child=1 2 -4 -5 5 6 7 8 -10 10 11 15 -14 -15 -16 -17 18 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00022298862522869708 -0.0016340169389966774 0.0034111388513020369 -0.016227077503639342 0.010864809170149941 -0.0074157661358406615 0.00036887643652644479 -0.042450419645791104 0.0021608836704485701 0.090555858557328561 0.10571131330177728 0.031048699982667995 -0.037768908164794938 0.20508556957715574 0.023717144193437022 -0.038566386673527429 0.027688771071414917 -0.0030861118479212947 -0.0089707076703675614 0.034953698033284387 0.056363126987499616 -0.016390083897339282 0.025785867231110232 0.0076284810931422434 -0.013769858239418674 -0.0025332885604271919 -0.035964500353800194 0.0050382594903691522 -0.031020267008042963 -0.00058286559134108061 0.041332679171670342
leaf_count=226821 36004 4967 2501 1933 13980 3835 48 51 84 40 93 249 21 294 431 128 8390 6091 178 91 561 552 3808 715 28052 209 16876 571 4312 45
internal_value=0 -0.0219279 -0.0824737 -0.00972979 -0.0607847 -0.0986304 0.0450734 0.77911 1.21366 -0.146176 0.399765 0.173841 1.19431 -0.0137974 -0.161688 -0.148551 -0.0155943 -0.0547692 0.00641487 0.0042326 0.126553 0.16651 0.114361 0.093975 -0.00738075 0.027878 0.0322279 0.0664648 -0.06579 -0.46813
internal_count=361931 135110 26428 108682 23927 18960 4018 183 135 14942 531 491 114 106749 14411 377 106455 42095 64360 64182 5727 5166 4614 4523 58455 30403 30194 21804 4928 616
shrinkage=0.05


Tree=4664
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 15 497 922 990 796 772 1315 1466 983 672 1224 1180 830 1177 64 381 140 570 636 50 1047 1424 759 1333
split_gain=15.4497 14.7464 18.5658 18.8424 17.3904 36.1364 16.6439 20.4777 17.7389 18.0153 16.5103 16.5655 17.4986 16.8178 18.1451 17.922 16.4523 16.4956 16.1852 16.1062 16.0086 15.8582 17.8871 15.7154 17.6807 16.8138 16.9701 17.8286 17.1516 17.2292
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.59563268963894422 -1.0374643804889057 0.8808338060330112 0.65656536832909496 0.38087715954262297 -0.28708682036526079 0.26648455616813943 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 1.9980862990756834 -0.98536440085365629 1.8227892136636004 -0.80577776936292356 0.58408534944085788 -0.32502189658861175 -0.4319857833815991 -0.48460852809644533 2.4129057422810987 1.4829784501753427 -1.0794544675301283 1.0000000180025095e-35 1.4616517543220227 -0.70033788506809547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 10 8 -8 -4 18 16 12 21 -13 15 -15 -3 -18 -10 -7 -5 22 -12 -6 25 -25 27 -27 -28 -30
right_child=1 4 3 20 23 19 7 -9 9 -11 11 13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=3.7076435657410404e-05 -1.6802648304666843e-05 -0.00016787396464778949 4.0548119943487189e-05 -0.00010391354267288871 -8.7377071274036302e-06 -0.00011577167961713706 -0.00041860017595341849 -7.5105592348807405e-06 6.6156018109573582e-05 0.00035554949387955225 0.0015513458056541187 -0.00031664388792857786 0.0012349438087057047 0.00083124732151723592 -0.00060376025503368249 -0.0007979550513863529 0.0028939572426878008 0.00036697172346053763 0.00049740463093461229 0.00046302072117347605 -0.00073545946550915677 -0.00021835954830636697 3.5306694958184367e-05 -9.854037872971686e-05 0.00033377373344975004 0.0010249201584062995 -3.9156700319777175e-05 -2.0920412842340222e-05 -0.00062593891239431704 0.00064358998654220857
leaf_count=29559 190291 3226 23512 1706 33370 264 830 8923 4789 1697 71 540 130 229 100 58 23 134 448 1120 241 208 102 55011 602 189 3990 190 72 306
internal_value=0 -0.0161046 -0.00694546 0.034799 -0.0438456 0.0785118 0.0454267 -0.033566 0.0712955 0.16787 -0.0386648 0.178785 0.527135 -0.019715 0.343678 0.616084 -0.13815 0.81161 0.10417 0.365413 -0.172247 0.252426 0.780158 -0.0537117 -0.0800265 -0.0850335 0.0458637 0.546207 0.00721404 0.453726
internal_count=361931 332372 232437 42146 99935 6205 40199 9753 30446 6934 4821 1438 511 927 387 287 3383 157 5237 1384 1947 381 173 93730 60360 59758 4747 379 4368 378
shrinkage=0.000980392


Tree=4665
num_leaves=31
num_cat=0
split_feature=785 728 852 1238 140 1077 968 710 1469 955 909 354 843 637 647 590 804 902 1467 215 16 351 1177 570 636 1421 50 772 20 1394
split_gain=18.5075 16.0566 18.315 24.4849 24.6139 20.4746 18.8695 19.5121 18.1431 29.632 19.8966 19.1043 18.9999 20.8434 17.4905 37.3855 17.4027 17.3812 17.3458 17.0667 16.7929 16.4386 16.1589 16.1263 18.0549 16.5935 16.5511 16.9789 22.5544 23.3514
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.17334222901426247 1.8790564127931246 4.2406324835638474 1.9512475473503084 1.3010549237422695 -1.3381350792132791 -0.56067130660624642 2.2320253790698321 2.4724142421012059 1.1161777950017624 1.3757651706387743 -0.87782724458594241 0.58895901036483078 1.3537602816678871 2.0947916829856985 3.2089320700182484 -0.80937256918447786 -0.84278690126780942 2.0347385979342092 -0.80577776936292356 -0.48460852809644533 2.4129057422810987 1.0107116206971127 1.4829784501753427 0.13509821936414931 -0.080602837910895522 -1.0040456681534913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 4 5 6 8 -8 9 -4 19 -11 13 -12 15 21 -6 18 -2 -10 -5 -3 -17 25 26 -16 -25 -28 -29 -30
right_child=1 14 3 20 16 -7 7 -9 10 11 12 -13 -14 -15 23 22 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=4.3009881281736898e-05 -2.901989122613952e-05 -1.6440191190927248e-05 0.00018934601087517518 -0.00017540804690343876 -0.00024665613385249847 -0.0010315972625022606 0.00030248119615379699 -0.0001543942449822029 -6.5198171547902533e-05 -0.00068481764502306849 -8.4540991779820379e-05 0.0011537000773430251 0.00043051380577357952 0.00077715513004317119 8.0225571267353133e-06 -0.00011168818101034017 0.00014741307474818208 8.0641530091724641e-05 0.00015404189519768285 6.0940869032100068e-05 -1.2576028797072548e-05 -0.00093167956125085681 0.0004683843449274087 -9.9006276641352547e-05 0.00033760486727179613 -0.00020525327005654816 0.0001648314663588098 -0.00028301627015285503 0.0012656839924503776 5.5561953239972768e-05
leaf_count=29559 147599 4669 359 4765 2160 89 2340 515 6578 469 909 20 1073 130 30285 264 639 8293 2332 35970 18197 152 1120 55011 602 3085 2605 1360 92 690
internal_value=0 -0.0151128 -0.00555612 0.0230108 0.047422 0.0587072 0.0604946 0.228206 0.0495656 -0.254785 0.0557335 -0.599383 0.254551 0.0391752 -0.0440502 0.0786455 -0.152816 -0.0202451 -0.026128 0.0451692 -0.0446615 -0.0404237 0.370674 -0.0539397 -0.0805821 -0.00856352 -0.0856374 0.04419 -0.111816 0.216205
internal_count=361931 332372 232437 74213 51251 48452 48363 2855 45508 848 44660 489 2112 1039 99935 6205 2799 158224 149931 42548 22962 4821 1384 93730 60360 33370 59758 4747 2142 782
shrinkage=0.000980392


Tree=4666
num_leaves=31
num_cat=0
split_feature=470 464 816 1185 809 754 841 598 558 974 1394 434 1376 917 523 1391 708 1023 219 836 276 425 1469 341 770 1184 1386 1047 475 1470
split_gain=18.7801 29.1979 19.4318 20.433 21.6628 22.2739 20.3825 20.3477 20.5121 22.3958 18.7447 18.6205 18.6111 19.5736 22.2045 19.5381 18.9188 18.8995 18.8298 18.2859 18.278 18.2721 18.6491 18.2408 18.2363 18.2332 17.6021 17.5026 22.2668 24.0242
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.104114706617066 0.66649192610754393 2.3218875611781908 1.1672291848996961 1.0000000180025095e-35 -0.48525660286920608 0.82747486360634759 -1.419746440254029 -0.73399907871312919 0.18805867694879752 -0.32161470180979707 2.1829119814681102 1.9262293263007251 -0.68923245999857918 3.5766882749983915 -0.83407613635155664 -0.11779820499599158 -0.86570047559466268 0.72043912829145318 -1.3184646215665221 1.6369401821412268 1.0752060454310481 0.006769660676219552 -1.077238362805631 -0.64366902969566719 1.0000000180025095e-35 -0.19557876273217531
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 6 -4 5 12 -2 8 -6 11 -7 24 16 14 15 -14 18 26 -5 -13 -21 25 -23 27 -10 -20 -18 -1 29 -29
right_child=2 -3 3 4 7 10 -8 -9 9 -11 -12 19 13 -15 -16 -17 17 -19 21 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00015490445803861109 -1.1445551788338409e-05 -7.5580586543204409e-06 -0.00011662672292753839 -4.4950289467676108e-05 3.5010559097225817e-05 0.00050782052162556173 -0.00011738616283100023 7.73673865820363e-05 8.1960965783992935e-05 -0.0003028308043850884 -0.000211399750674795 6.0197091889568267e-05 0.00010063267097341643 -6.8372593438747323e-05 -0.00062504113332298493 -0.00043985424075927839 -0.00017845178489817306 -0.00031455698064104283 0.00010209720177628335 -0.00071515207647330733 -0.00016804659772229235 0.00096320055785380622 -1.8821095961337165e-05 -0.00020728945026492722 0.00093239584883386391 0.00030968284973171325 5.984172066890299e-05 -1.0567965541303959e-05 3.6248983198944483e-05 -0.00014621123216021438
leaf_count=15452 77176 89765 6063 2275 3867 233 11148 4653 791 2637 3144 1434 9094 12450 274 359 1614 588 3015 307 2493 82 2286 13354 108 4411 40850 16384 16993 18631
internal_value=0 -0.0334321 0.00134106 0.0207422 0.027463 0.0423964 -0.0252807 -0.0424008 -0.0882696 -0.150622 -0.162218 -0.07047 0.0487598 -0.00827992 0.0665905 0.083035 0.068426 0.0478995 0.143132 -0.129649 -0.229319 0.180601 0.0176131 -0.0763458 0.19801 0.231118 0.0531953 -0.0627244 -0.0423245 -0.0801836
internal_count=361931 170579 191352 103028 96965 80675 88324 16290 11637 7770 3377 5133 77298 22177 9727 9453 55121 43052 12069 4234 2800 9794 2368 80814 899 7426 42464 67460 52008 35015
shrinkage=0.000980392


Tree=4667
num_leaves=31
num_cat=0
split_feature=1423 168 294 348 637 94 1458 131 1293 981 1470 840 1178 414 1051 1242 1312 897 212 1380 775 333 496 1321 1298 562 982 704 962 622
split_gain=9.95154 13.2974 14.2523 19.3723 18.0267 14.0095 18.3942 13.3143 19.544 17.8175 16.7901 18.1088 14.6456 24.6057 18.7275 16.8588 16.4563 15.7892 15.1691 15.0568 15.8627 14.505 15.3953 16.1504 18.4173 16.8623 19.5663 20.2715 18.0166 16.732
threshold=1.0000000180025095e-35 2.083638303870464 2.8830043942517625 2.4802742485303031 -0.06351376316890707 -0.92452276083484231 0.42677075279080889 -0.37314326152536875 1.0000465497840521 -1.8076977033431991 2.2131206669479893 -0.62984603086835556 -0.42097920474845046 0.64938067440304859 2.0981994829600956 1.2227427770302166 0.19087521016478454 0.13255406999980793 1.3355510730905926 -0.75523740671587158 0.96990323011849344 1.0000000180025095e-35 0.042633530197793222 0.84463716877132378 1.5690779363521359 -0.62108998981142427 -1.4316776014462174 1.4136318011682978 -1.0000000180025095e-35 0.62702620415048005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -3 21 9 -9 11 -10 13 14 16 17 19 -14 -15 20 -13 -2 -23 -24 25 -25 28 -28 -27 -29
right_child=1 5 3 -5 -6 -7 -8 8 10 -11 -12 12 15 18 -16 -17 -18 -19 -20 -21 -22 22 23 24 -26 26 27 29 -30 -31
leaf_value=6.1847480481060056e-05 -0.0016406430722103252 0.025584301640404268 -0.033914931766586796 0.084713191834412033 -0.0018675660190394716 0.0010563137292329422 -0.01328999360602978 -0.018574859771542124 -0.018334266296468726 0.00083962614690034931 -0.054991663495010647 0.046964777385557828 0.005430250324971902 0.028471603101543792 0.083222606593606502 -0.047247466809848405 -0.032833260376210614 -0.020109030276280387 0.1061120035988227 -0.0077929640920899991 -0.059398571438476627 -0.013382373000935911 -0.0071264749808329243 -0.024292642877662828 0.07655864233951197 -0.010183837924337247 0.0022651540729902741 0.032777647755868521 0.15954760793099557 0.15349843815815462
leaf_count=287068 16665 802 917 25 772 3331 229 975 2135 34396 179 194 1007 236 33 205 362 666 43 448 34 6171 3853 273 49 20 734 68 21 20
internal_value=0 -0.0317683 -0.0412573 -0.319727 -0.372997 0.0948828 0.341175 -0.0362851 -0.0100545 0.00888069 -0.165456 -0.140547 -0.0265815 0.188537 -0.0180833 -0.172303 -0.0963881 -0.0939641 0.819708 0.119864 0.677104 -0.0864769 -0.164347 -0.0591084 0.216873 0.130811 0.309745 0.209702 1.96091 1.31379
internal_count=361931 74863 70501 1714 1689 4362 1031 68787 40913 35371 5542 5363 3228 1350 1071 1878 1038 1673 279 676 228 27874 11209 5038 1185 1136 863 822 41 88
shrinkage=0.05


Tree=4668
num_leaves=31
num_cat=0
split_feature=785 21 885 1467 1036 81 1011 734 15 678 672 912 1450 1248 1122 4 561 493 1257 884 140 803 552 878 1107 706 550 563 703 1107
split_gain=9.85696 11.0005 15.837 16.8669 17.4468 23.8423 22.3841 22.5589 22.0853 20.8711 20.8253 18.3174 18.2622 17.7547 18.1627 18.2715 17.7001 20.2259 16.1651 16.0024 15.8118 19.8807 16.9825 15.6892 16.3297 15.6444 16.7271 16.7255 20.489 17.5887
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 3.2089320700182484 0.14110589220600589 -1.1720793062237382 1.3326183996331451 1.0000000180025095e-35 -0.35286371369217057 1.6243751288565669 1.0000000180025095e-35 -0.4789676878519385 0.88343564287383192 -0.32817463740398173 -0.46112201455722507 0.90184826664303086 -0.70046402581979417 -0.40630613623046224 1.1672529566083945 1.0000000180025095e-35 1.8255777504023045 1.9682860324222273 -1.2153835112010161 1.0000000180025095e-35 -0.074186418035039989 -0.34486521972324052 0.29966714842153758 0.75617516101400539 -1.3989222878302801 0.51548525025074354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 -3 4 6 -6 20 10 -7 -9 12 -11 -8 16 -15 18 -12 -18 -16 -10 21 22 -4 -14 -25 26 -2 -27 -29 -30
right_child=1 2 3 -5 5 8 7 9 19 11 13 -13 23 14 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=0.0017481835825621296 0.0016510948127686895 -0.0020488244784387681 -0.0078083299671023523 0.0097751140609286195 -0.018505340258295155 -0.0066329418992625705 -0.0094069770386673267 0.011708249569346352 -0.0034784530829238772 0.039528712592840909 0.049419347267977878 -0.015820466233238874 0.038686850039866147 -0.026225407863267814 0.024509164564786887 -0.060287543058517412 0.035190320060669071 -0.014393438761009078 -0.041813949268285404 0.0026395475394715758 -0.0064348807000417429 0.0075974208727227974 0.00020014675145754512 -0.056446769527311869 0.012030320313071276 0.00053762713403756213 0.0092971501668044337 0.019696300435007554 -0.0093355031261543493 0.0018195492437400038
leaf_count=29559 33235 100262 4376 1913 1842 10676 2492 5138 12235 70 197 552 165 257 390 53 184 198 56 11732 4833 3894 79636 54 159 42316 3794 554 8192 2917
internal_value=0 -0.00825438 -0.0162438 -0.00141816 -0.00459009 -0.0503175 0.00976679 0.105332 -0.0385765 0.190204 -0.0162554 -0.178573 -0.118163 0.211145 -0.0213193 0.218335 0.485782 0.209539 0.344095 -0.000252142 -0.0018142 0.00509391 -0.00281925 0.302383 -0.0736045 0.0156356 0.0528452 -0.0134725 -0.0986647 -0.121846
internal_count=361931 332372 241364 141102 139189 36485 102704 9965 34643 5760 4205 622 2870 1335 756 499 579 382 446 23967 92739 87906 84012 378 213 91008 37029 53979 11663 11109
shrinkage=0.05


Tree=4669
num_leaves=31
num_cat=0
split_feature=125 257 62 1160 712 540 1450 789 1079 932 1327 392 1464 1469 1468 1459 654 898 909 1455 76 1231 358 678 667 563 1035 1187 218 1449
split_gain=14.9916 41.9261 25.1736 22.2994 20.6998 19.6559 24.939 22.3314 22.5466 31.9176 21.7414 20.5507 20.2762 23.1952 19.8317 18.8879 21.7489 19.1321 18.3126 20.8059 20.4225 18.2918 17.7658 17.669 17.6659 17.4561 17.3072 17.1579 19.4179 17.1524
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.97978507835213413 0.68536004617275303 -0.63779424894106762 0.99026637822014563 -0.35950514493807501 1.1248358748350926 1.9634214862007473 1.0405860362224371 2.305062888723254 4.2575473192899809 0.2291445000830519 -0.55918495640170118 0.35527105212377691 0.48248050583051222 0.61490281608246311 0.37992266786748513 -0.44461561567472591 1.650979544311745 3.1669479266700802 -0.55512259543958953 3.2684108766601478 5.4562307876106422 1.473346372007182 1.9151841051134983 -0.12703667541593749 0.44996504834478451 1.5950781021855518 -0.52972057465151157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 12 8 15 10 24 26 13 14 -7 16 18 -18 19 -2 -20 -5 -9 -6 -10 -14 27 -8 -29 -23
right_child=5 -3 3 21 23 6 11 22 9 -11 -12 -13 25 -15 -16 -17 17 -19 20 -21 -22 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00020700833529170085 -8.5672887503973716e-05 1.4066699062248823e-06 3.0690404578553689e-05 -8.8072179414256733e-05 -0.00011784605257036543 -0.0003551991517458064 0.00011504469037163077 -8.4020205245859058e-05 7.6533479955650643e-05 0.00048313385219792687 0.00095566299609917875 -0.0010798022975810086 8.8495685006373794e-05 -6.3591286132167584e-06 8.0035182505254197e-05 4.3390905398996996e-05 8.0171719497618726e-05 -8.0014687437684803e-05 -1.0226264174263113e-05 0.00015392235062960114 0.00085339733845852844 -7.6433941842706546e-05 0.00099746890750868761 0.00058361804837762823 -0.00037056631258251805 0.00092703351431009783 0.00017515655043595819 -6.4096056516582475e-05 -0.00095293664184890219 0.00020056992663164907
leaf_count=17783 40071 85240 7537 3534 42746 1810 4113 19929 5201 954 114 65 3546 6667 580 29334 16282 5375 51703 1887 124 1788 77 151 517 98 8164 2282 116 4143
internal_value=0 -0.0302287 -0.082716 -0.062067 -0.0888931 0.00111183 0.0524394 -0.00879857 0.000700263 0.122676 0.0627595 0.110676 -0.0160406 -0.0696583 -0.249477 -0.00575382 -0.0196382 0.0454026 -0.0353444 -0.0745912 -0.00813566 0.0395842 -0.0813866 -0.11551 0.0435149 0.115541 0.115693 0.034024 -0.106519 0.122361
internal_count=361931 162922 77682 59899 50434 199009 27441 171568 151562 6786 5832 14740 12701 9057 2390 144776 115442 21657 93785 41958 51827 9465 20006 42897 5718 3644 14675 6511 2398 5931
shrinkage=0.000980392


Tree=4670
num_leaves=31
num_cat=0
split_feature=50 56 651 1450 839 1466 1462 1185 3 914 288 1353 976 1270 712 608 1325 325 1452 353 697 986 560 689 841 426 1137 196 1253 219
split_gain=9.98725 18.3141 13.9628 14.1054 21.4483 15.5824 21.1517 17.4049 16.4252 19.8232 16.2822 18.034 15.3342 16.8989 14.3651 15.9419 16.9149 16.1843 15.7032 14.6037 16.2363 15.2149 21.2667 15.6818 14.3292 16.2374 14.4744 14.2305 14.0983 15.1364
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 1.2758925700186299 -1.4769742311127712 0.10938426410252901 0.84441236097139671 1.2609259570933726 -0.57736334067504946 -0.65762832850217945 0.39873207047369158 1.3181187084022394 0.38412404055624316 1.0000000180025095e-35 -0.63779424894106762 0.66665475971017707 0.43588252275971323 1.0000000180025095e-35 0.75260204243716256 0.81849589480947238 -0.052805746329028798 0.074633538794454807 0.66884571723332231 0.41500081905592562 -0.14169924125204239 -0.35020045013320339 1.0000000180025095e-35 1.0000000180025095e-35 -0.18904580516909339 -0.65212859902095666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 -5 6 -6 10 9 -8 24 -12 -10 -14 18 -16 17 28 -1 20 -20 -22 23 -23 25 -7 -27 -26 -17 -30
right_child=-2 -3 -4 4 5 7 8 -9 12 -11 11 -13 13 -15 15 16 -18 -19 19 -21 21 22 -24 -25 27 26 -28 -29 29 -31
leaf_value=-0.0021695528073049117 0.00030591416208516876 1.053379085693026e-05 0.0024802083747225666 -0.035518839658111666 0.0052606524655598947 -0.043120612759501797 0.068611870242030498 -0.040033531777079225 0.063122071834823532 -0.026205195753108687 -0.028247043935349738 0.061704525100358135 0.079856637955549328 -0.061577793979195744 -0.0060279539878255115 -0.012595539918516467 0.022218398821423076 -0.024662583250731104 0.027548317169579291 -0.040543712894275705 -0.015140730954661896 0.045633252456256879 -0.062022111117898071 -0.032554179813105627 0.040516606501399544 -0.029572850753319418 0.036554815361777147 0.0030782285374391714 -0.039175931866433644 0.026134762223958309
leaf_count=9108 197382 90457 6387 420 3190 212 38 224 207 145 396 31 23 48 49392 358 564 457 693 99 476 268 52 68 230 90 111 354 77 374
internal_value=0 -0.0194529 -0.0557899 -0.07051 0.0544123 0.0889909 0.191105 -0.107666 0.673256 0.0352887 -0.0129661 -0.411202 1.00663 -0.175144 -0.0848082 -0.107698 0.112435 -0.0515135 0.0037581 0.232621 0.288919 0.0262285 0.418798 0.657438 0.162267 -0.232352 0.206775 0.386373 0.12458 0.376308
internal_count=361931 164549 74092 67705 5719 5299 3651 1648 461 183 1424 427 278 71 61986 51222 1830 1266 10764 1656 1557 864 388 336 997 413 201 584 809 451
shrinkage=0.05


Tree=4671
num_leaves=31
num_cat=0
split_feature=888 1358 884 1454 981 56 1467 809 824 414 984 1295 637 978 430 1452 1446 770 901 1453 1455 972 360 345 1312 215 242 73 1045 1413
split_gain=9.86309 12.1227 17.469 16.6439 15.2033 16.2926 19.6573 18.1185 20.526 18.4309 17.881 16.7456 19.5903 16.3472 18.1519 15.6336 21.6108 15.6892 16.2461 15.4446 17.9264 15.4397 15.3265 17.3728 17.6251 15.9054 15.2166 15.0498 17.9393 17.3609
threshold=1.0000000180025095e-35 0.48172645892998917 2.6430705755191135 -1.0936914102283182 1.7722402912473476 0.58160213896575708 1.4133641467104867 0.66649192610754393 -0.69589710308128683 1.5944315757021157 -0.55058946993464697 1.0000000180025095e-35 0.475542017283408 0.77888726751837989 0.66857980839151654 1.8224238020596182 -1.3745328375822587 1.1976726590858044 2.340590939000105 0.9942357898018469 3.1840022714601695 -0.51422077447394676 0.027195252091806694 -1.0558088864921384 0.047132932233444884 1.280754301136884 -1.1374036884320757 0.43693061075982481 -1.0065628277854735 0.61201578956184821
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 11 22 9 -9 -10 13 27 -3 26 17 -17 -14 -19 -8 -21 -18 25 -24 -25 -7 -15 28 -13 -30
right_child=-2 2 -4 -5 -6 7 19 8 10 -11 -12 12 15 14 -16 16 21 18 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.039417531499688171 -0.0020892720679330382 0.0024329669634311057 -0.010765211799982733 -0.00038705544254695554 0.0082022003603836931 -9.9877187801156224e-05 0.0038433524068734433 -0.011136864169475617 0.027734404445416479 -0.073363216280949703 -0.002745966790684686 -0.016829609031911229 -0.0084006044249068604 -0.032343478829201869 0.0056600050550201248 0.1026449888083909 0.039399438494535373 -0.029910144803551933 0.081916789124621359 0.024538930660289452 -0.040070157655691933 -0.030628627374718578 0.04308245522013264 0.0045618937277364571 0.01662390840768178 0.015810099861840825 -0.0057650214025973959 0.0058293413160326636 -0.0046414357261860264 0.0083813909925947658
leaf_count=231 46198 26156 1317 238019 4018 5976 3406 1167 298 58 766 1377 4231 385 2008 30 80 852 23 810 61 102 162 4202 2090 853 5279 3751 6156 1869
internal_value=0 0.000108822 0.0255112 -0.00823679 0.0306412 0.0224102 0.00179165 0.0830019 -0.0926715 -0.280611 0.126341 -0.0116794 -0.0718658 0.0194835 -0.075766 -0.199939 0.425276 -0.229085 -0.54248 0.15176 0.4089 0.0778163 0.114151 0.187043 0.168959 0.0393881 -0.145407 -0.0216448 -0.0714076 -0.0293567
internal_count=361931 315733 77483 238250 76166 72148 56576 15572 2289 1225 1064 52299 18471 33828 7672 5318 212 5106 875 4277 871 182 13283 6454 6292 6829 5664 13153 9402 8025
shrinkage=0.05


Tree=4672
num_leaves=31
num_cat=0
split_feature=388 190 633 955 1047 557 489 176 288 1116 1191 151 414 1375 426 354 1452 829 1250 631 215 917 282 415 432 166 64 1386 821 1240
split_gain=9.70976 13.4563 12.6642 13.3004 16.3011 16.2789 16.2118 15.8395 15.3809 16.8196 15.2913 16.8543 16.3452 16.0859 15.956 15.0554 15.3822 15.0092 14.8991 14.8919 17.5732 15.9761 15.3509 18.6156 19.3471 17.8469 22.1343 18.2729 20.0509 17.1269
threshold=1.0000000180025095e-35 7.4496836152530284 2.7486201639414669 -0.56067130660624642 2.5256796091004148 2.4464875273948405 1.8891315002179339 0.61246607068182246 2.5924646902064197 2.3726672051811351 -0.36549026609386587 -0.55602087576076531 0.20201930100704055 1.0000000180025095e-35 -0.022190966770672105 -1.2258839420635597 0.16548447907729763 0.4736755594365365 0.49082095309832657 0.30976166966527269 0.87134800695022541 -1.1604116614746975 -0.80163758363933013 -0.74154145366439372 -0.90566064945670821 0.87315726179439268 2.7377570030873941 1.4077604019443914 1.0000000180025095e-35 0.82498411159110285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 8 10 7 15 9 -5 11 18 13 -12 -14 16 -2 -10 -6 20 -17 -21 23 29 -25 27 -27 -24 -29 -23
right_child=2 -3 -4 4 5 -7 -8 -9 17 -11 12 -13 14 -15 -16 19 -18 -19 -20 21 -22 22 25 24 -26 26 -28 28 -30 -31
leaf_value=7.5092874288341057e-05 -0.023656969399964492 0.13090379089712179 -0.014189661850918087 -0.0042449167645232213 -0.003491676696164864 -0.066805939935038236 0.014988122270656774 -0.0082063807709449304 0.021350185913119948 0.0088148600078730363 0.018214602095198103 -0.025187609903439767 0.017375543349049578 -0.045181349296151113 0.071329656174522166 -0.0024168949890835262 0.0062236969827236602 -0.017073645447200681 0.075899303324743816 0.03994070925625199 0.009522492939046695 0.026051916761330264 0.0092539477024529276 0.051651528026462869 -0.023679015813149087 -0.024105166282616563 0.074081709166686355 0.063753408773154094 0.0073267006402393826 -0.051205830503493414
leaf_count=289935 854 20 1357 42759 110 46 1197 3024 718 1657 395 306 172 106 141 9988 430 256 44 226 2102 344 3767 65 1019 429 42 203 171 48
internal_value=0 0.00159847 -0.0321228 -0.0271749 -0.0557556 0.220022 0.0194824 0.00421625 -0.0653121 -0.0733454 0.27052 -0.117829 0.46676 0.174108 0.885778 0.0304021 -0.247611 0.254966 0.530564 0.0478178 -0.00193738 0.150103 0.124384 -0.133994 -0.359995 0.188888 -0.299282 0.238488 0.749825 0.31365
internal_count=361931 289955 71976 70619 46710 1320 23909 22712 45390 44416 1274 460 814 501 313 19688 1284 974 154 18404 12090 6314 6088 1476 1084 4612 471 4141 374 392
shrinkage=0.05


Tree=4673
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 921 775 726 1002 471 14 296 359 351 1177 62 1268 503 535 1180 7 570 1421 82 350 422 1396 11 831
split_gain=17.4784 14.8744 17.1765 18.2677 17.1582 35.6502 17.0252 19.3921 19.27 22.6581 20.6136 18.9873 16.935 16.4886 16.4155 16.064 16.061 18.542 15.8741 17.1916 24.2102 18.5569 15.7565 16.5428 16.5142 17.1705 21.3248 20.493 17.8086 15.9581
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.62154522891879982 0.13281703179381904 1.0000000180025095e-35 0.69854289147193727 1.0043670984357114 -0.29015431142025017 -0.53057862309953518 0.27510168203885105 2.0347385979342092 -0.80577776936292356 0.22553477650581719 1.0000000180025095e-35 0.067164686729897269 1.0000000180025095e-35 -0.20798547442937276 0.96053972813816391 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 2.4447367217090523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 14 7 11 -8 10 -10 -4 13 -12 -3 -7 17 -5 19 20 -9 -21 23 24 25 26 -6 -27 -28 -29
right_child=1 4 3 16 22 15 8 18 9 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 27 28 29 -30 -31
leaf_value=4.083003742885262e-05 -1.5958681635752063e-05 -1.4426599757229234e-05 -1.9143344034790774e-05 -0.00019789298430886797 -0.0001116515934523096 -0.00011765502277234583 -9.1008454627019943e-05 0.00019746146927151657 0.00028284888416124719 -0.00010943237603866187 -0.00071773799542718608 0.00010999439728681688 0.00016828942385802224 0.00017786219763490826 -0.00093022445047727745 0.00046070866793772601 8.7553369829104244e-06 -0.00089980132091135802 -0.00019305430099158998 -0.00010564018714494577 -0.00011089573930880137 -0.00079836157629388364 -7.741803417754851e-05 -0.00020759910912427138 -0.00014620511582503953 0.00012458514243763447 -0.00037417166248873246 -0.00015197964851413614 0.00027591808239657421 0.0013708588363939087
leaf_count=29559 190291 4669 10038 689 8640 264 1564 2488 4913 1062 257 12032 600 144 152 1120 987 271 3465 1082 2283 271 61493 2973 3798 12404 341 2545 1505 31
internal_value=0 -0.0156704 -0.00646936 0.0336805 -0.0435334 0.0780419 0.0441427 0.0196654 0.129534 0.177289 0.229788 0.0554661 -0.0479204 -0.397484 -0.0383492 0.363161 -0.17022 -0.384727 -0.0658963 -0.00101866 0.0592734 -0.22931 -0.0533321 -0.00721675 0.00976763 0.0334046 -0.05132 0.0863528 0.180223 -0.127282
internal_count=361931 332372 232437 42146 99935 6205 40199 31659 8540 6976 5914 22070 1001 401 4821 1384 1947 960 9589 6124 4771 1353 93730 32237 29264 25466 10486 14980 1846 2576
shrinkage=0.000980392


Tree=4674
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 15 497 922 990 351 1177 830 570 1421 82 350 422 1396 11 64 796 772 1315 381 140 1325 831 835 625
split_gain=16.6885 14.9758 17.7954 18.3871 17.4512 36.7409 16.5781 20.5723 17.8017 17.9963 16.4654 16.0475 16.0436 16.0145 16.5677 16.2145 17.3272 20.5532 20.4318 17.5832 15.9529 15.7141 16.6575 18.2308 17.6994 18.4133 17.3013 15.7028 15.5518 18.6515
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.59563268963894422 -1.0374643804889057 0.8808338060330112 0.65656536832909496 2.0347385979342092 -0.80577776936292356 1.8227892136636004 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 0.58408534944085788 0.38087715954262297 -0.30486303256439384 0.26648455616813943 -0.32502189658861175 -0.4319857833815991 -0.87133461707529702 2.4447367217090523 -0.11981410756874604 -1.0888013951768407
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 10 8 -8 -4 12 21 -7 -10 14 15 16 17 -6 -18 -19 -5 -3 23 24 25 -23 -25 -20 29 -17
right_child=1 4 3 20 13 11 7 -9 9 -11 -12 -13 -14 -15 -16 28 18 19 27 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=3.9171147473932326e-05 -1.6510974285960262e-05 -0.00011168863992018794 3.9547984768074465e-05 -0.00010244571507574533 -0.00011134145713338153 -0.00011260166777960399 -0.0004201379638686411 -8.1953449534269495e-06 6.5603019040741167e-05 0.00035475831806292755 -0.00093189576962139935 0.00046557471164624412 0.0004951840093170754 -7.8210985917529771e-05 -0.00020799724917010411 0.0005480029858294694 0.000124402951959212 -0.00037517631006863419 -0.00015161928332760622 0.00027092136129061638 -0.0007336188754348738 0.0016194168228612206 3.736758127347927e-06 -0.00047429091006907445 -0.00026135510819322511 6.2945051116521987e-05 0.0017381146143520033 0.0013626875063234172 -0.00032941146963355865 -0.00010403614758015202
leaf_count=29559 190291 3290 23512 1706 8640 264 830 8923 4789 1697 152 1120 448 61493 2973 289 12404 341 2545 1505 241 69 907 32 186 99 86 31 1757 1752
internal_value=0 -0.01609 -0.00685988 0.0340109 -0.0440543 0.0785648 0.044507 -0.0343341 0.0703251 0.167087 -0.0395676 0.368127 0.103429 -0.0539388 -0.00741852 0.0095901 0.033019 -0.0521558 0.0862165 0.175487 -0.170587 -0.0158743 0.199679 0.565519 0.276012 0.828394 1.34237 -0.127185 -0.14796 -0.00252398
internal_count=361931 332372 232437 42146 99935 6205 40199 9753 30446 6934 4821 1384 5237 93730 32237 29264 25466 10486 14980 1846 1947 4669 1379 472 354 168 118 2576 3798 2041
shrinkage=0.000980392


Tree=4675
num_leaves=31
num_cat=0
split_feature=785 727 516 789 451 506 564 515 564 928 728 651 507 912 864 973 914 698 470 1431 1038 689 625 788 1238 1459 1247 1468 699 828
split_gain=15.3417 13.8077 13.6671 23.7958 21.2913 47.4741 25.219 22.441 20.3918 19.0371 30.9228 29.9833 27.6417 24.7794 24.6093 21.1053 22.3801 21.2447 20.7741 20.2891 19.7676 19.2548 20.8338 18.7034 19.4167 18.1863 18.0451 18.44 20.3473 17.8871
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 2.1518408528082529 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.0941628986121894 1.4915456331499788 0.72275257928592751 0.84874543308613937 -0.20113678851527941 -1.7367869709315968 1.0000000180025095e-35 1.0099929608726099 1.5197873595272351 -0.64429193114355554 1.7841998677764634 1.2661110625217866 -0.40677623306953564 0.4717617753106515 -0.76114766347539387 0.50871131412698856 0.071153870502645641 2.8184711628317083
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 6 -6 7 -2 -5 14 11 12 15 18 20 16 19 -18 -12 -11 -4 -14 -23 -20 25 -25 -9 28 29 -28
right_child=2 -3 3 8 5 -7 -8 26 -10 10 13 -13 21 -15 -16 -17 17 -19 23 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.6504147282269181e-05 -5.473238666221624e-05 7.9381045616786232e-05 4.3310717832253495e-05 -8.5591315267761564e-05 0.00029550471389129811 -2.5496303649016661e-05 -0.00015406604755633586 -9.0433399265548188e-05 0.00020731265476884561 1.0300677466796518e-05 -9.1886750366088228e-05 -0.00017844033466800081 -4.842746169144052e-05 6.2327025658281504e-05 -7.200440894520082e-05 -0.00013825257430370055 -0.00017868515083278261 0.0002207436986998309 -4.0553592347898917e-05 -0.00054650558737091468 0.00019138542899836176 0.000382461141058064 -0.00025216384026001545 7.8645982810911149e-05 -5.0586917091148594e-05 0.00036016345917394863 0.00017342219397231605 -8.4587952281667172e-05 -3.9703356140704161e-06 -0.0007023745689384986
leaf_count=12551 86094 17008 42560 22622 2736 10940 11199 7152 1102 3210 38055 2089 761 12113 8102 2719 846 5274 33979 466 4575 2737 302 4683 4668 1230 9639 4283 8071 165
internal_value=0 0.0376514 -0.0160776 -0.00398388 -0.0355568 0.0530163 -0.0463738 -0.0348779 -0.0714885 0.0058645 -0.011962 0.0712883 0.103584 -0.0300539 0.0400528 0.0499192 0.0954385 0.177326 -0.0457461 -0.0439408 0.0603071 0.262033 0.337208 -0.0157705 0.0664276 0.144362 0.0248268 0.0579025 0.0930997 0.164811
internal_count=361931 29559 332372 192093 140279 13676 126603 115404 23724 168369 113132 18404 16315 94728 55237 12515 9796 6120 82615 3676 47135 3800 3039 44560 10581 5913 29310 22158 17875 9804
shrinkage=0.000980392


Tree=4676
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1398 789 196 1307 903 703 1393 292 1461 6 789 1469 1188 1328 151 1256 1323 73 484 1117 1243 628 629 485 773 654 457
split_gain=9.77742 23.0203 18.1506 14.3752 15.6675 16.7891 18.2632 18.7753 15.8104 14.6683 16.1626 17.9068 14.5381 14.2952 15.0942 20.9044 21.845 19.0224 16.6225 14.7033 14.6027 17.1818 17.141 18.9483 18.2643 17.2775 17.819 18.127 16.7852 20.9203
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 -0.94706305030945914 0.58985743818788539 0.72502857612549287 1.0000000180025095e-35 2.7936385399120955 2.9086670095478406 0.82278198218429743 -0.82931140056940711 2.5032120688259147 2.1700102224353928 1.1248358748350926 -1.3460032622719822 1.633571908596829 0.14694022675939147 1.4560175638184887 -0.22588991312735315 -0.59548859811738997 1.1801114503488062 -0.04041826316483655 1.0674637855047326 0.85146376783556843 1.3557875204452059 -1.4045766762838869 0.081295218324061544 -0.54933605449255574 0.61490281608246311 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 9 -8 -6 10 11 -7 -12 14 15 16 17 -2 19 -17 21 28 -23 24 -24 -26 27 -27 29 -16
right_child=13 -3 3 4 8 6 7 -9 -10 -11 12 -13 -14 -15 20 18 -18 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0045509430357713434 -0.018006935234963987 0.00020852985648829432 -0.014113164725459629 -0.0030140613632903112 0.00048932084088262233 0.0033653280107872486 -0.0030645785052998819 0.062160634916136284 0.053449243770868064 -0.027528597735653072 -0.014923723262750871 0.092665204117326316 0.028815471434363638 -0.0023710810524655524 0.0019966837079378828 -0.026117283792319358 -0.058137204895872943 0.047305440170146262 -0.024834333047396295 0.065063836185883892 -0.0023508477058363782 0.00025651463809231429 -0.0052841897876366303 -0.019355183542035616 -0.02317374944858892 0.046742724954576785 0.057411088079222267 -0.013320576096417281 0.0047384257133938849 -0.0033151421679379726
leaf_count=3489 540 89418 2732 43423 12918 654 5047 87 63 1336 4780 26 133 23338 59991 26 169 44 63 69 20648 51252 5429 1347 162 104 138 200 20911 13394
internal_value=0 -0.0189165 -0.0573048 -0.0698498 -0.0623252 -0.0848763 -0.18562 -0.0308911 0.0176583 -0.274394 -0.21153 0.190876 -0.269891 0.00633282 0.0134344 -0.260301 -0.417779 -0.236536 0.402692 0.88363 0.0151015 0.0222518 -0.0100098 -0.116992 -0.0635238 0.332035 0.537926 0.189501 0.0403156 0.0240063
internal_count=361931 164106 74688 71199 68467 55486 12063 5134 12981 6929 5593 680 4913 197825 174487 911 753 584 158 95 173576 152928 58632 7380 6033 604 442 304 94296 73385
shrinkage=0.05


Tree=4677
num_leaves=31
num_cat=0
split_feature=785 705 909 629 431 913 804 653 566 1285 975 564 18 866 1020 762 210 333 1452 1457 285 1087 696 208 225 354 218 703 1454 834
split_gain=9.74066 11.2537 11.9068 14.0877 12.7261 17.1645 13.7988 14.712 12.9314 12.7634 14.2822 14.2212 12.7198 13.2681 12.6346 12.4022 13.1102 12.737 12.5014 15.8865 13.1946 12.8698 12.2253 12.217 12.0799 12.1573 16.2801 14.484 15.3493 13.9567
threshold=-0.86283290253235112 -0.0050352993931598944 -0.61997034091757075 2.0911382972152075 -1.2691869658289916 -1.1842218057409006 1.3537602816678871 1.0000000180025095e-35 -1.1998937517443011 1.0000000180025095e-35 1.8962242671681395 -1.102451569399842 2.5162691833151198 -0.67375759197929208 1.3028993738884604 -0.45238441365955057 -1.0301390403192834 4.2911189720667915 1.1844650239005572 0.041329821661130785 -0.044301130345798294 2.3155123429949773 0.3404787984461804 1.9192360597126046 2.0555532486133479 0.50403039981897513 0.013393391542677983 -0.66941119714527575 -0.47921441570843964 -0.24034163581206711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 15 5 -3 7 9 -9 10 11 -6 13 14 -13 -4 -17 18 21 -20 22 24 -21 -10 25 -18 27 -27 -29 -28
right_child=-2 2 3 -5 6 -7 -8 8 23 -11 -12 12 -14 -15 -16 16 17 -19 19 20 -22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=-0.0011877488338362071 -0.00038736311983515498 0.02086085486046407 0.0089178814225537202 0.025408348005349513 0.035087897072567806 -0.052472284182312284 -0.031457299320831321 -0.024813916300810077 0.014660960687605716 -0.02410188705721561 -0.038062342856051624 -0.0071985789566022364 -0.063512628481622896 0.0062043372666839517 -0.065050557621383662 -0.013040516871004534 0.0063044639447234346 -0.078498799530844723 -0.025780935371200821 -0.02816764007902961 0.043840757563651439 -0.027853473455977842 0.044989702678437507 0.076316184406251195 0.026023227193038831 0.026794778919988601 0.020597402375980484 -0.038750915658026325 -0.0070933600946618608 -0.0056488780839614502
leaf_count=10316 332372 51 4712 462 140 144 169 95 696 362 123 166 43 1087 64 680 7110 24 411 120 103 153 40 35 323 95 441 322 479 593
internal_value=0 0.0352213 0.0680769 0.093611 -0.0569432 -0.615602 -0.0209327 0.0172437 0.262938 -0.0898396 -0.0062767 0.0526486 -0.0209199 0.017143 -0.460814 0.0826392 0.0396986 0.0606431 0.0646545 -0.237911 0.210448 0.0859253 -0.195299 0.363285 0.0969537 0.0809679 -0.0757374 -0.29689 -0.394386 0.115772
internal_count=361931 29559 19243 16068 3175 195 2980 2811 826 1985 1623 1500 1360 1317 230 15606 10894 10214 10190 674 263 9516 160 731 9363 9040 1930 896 801 1034
shrinkage=0.05


Tree=4678
num_leaves=31
num_cat=0
split_feature=1450 496 681 1467 1458 1454 1451 1452 1467 1452 1455 1456 21 1458 1467 1458 1462 1455 1449 562 21 1453 1464 1458 1461 1450 1462 889 1461 1455
split_gain=9.69743 17.5839 17.9176 17.382 30.5626 31.9428 44.917 31.1042 38.3447 38.0239 35.9597 36.0885 42.9608 40.67 68.7048 36.8176 39.9744 33.637 31.3277 31.55 30.9851 46.9277 30.8737 45.3147 39.422 44.526 31.7357 33.7269 48.9646 35.8672
threshold=-0.33386868244407664 -1.1249283082573176 3.5711739485310314 0.47769311669757991 1.2067754800055484 -0.051110432140844611 0.29201411858153481 -0.5285793083120659 0.40548763321784648 -0.29256690109767597 1.0351366075872801 1.6651900077780224 0.81122649975724037 0.24391125146464598 -0.089735161984899933 -0.008843535945590739 1.0841960110954239 1.5087449546153218 -0.54015111358935985 -0.79015262636542438 -0.70163543588998201 0.19364447021052769 0.74657910936426475 0.75803698021777388 0.71805535841975177 -0.51349748097923831 1.0000000180025095e-35 1.0000000180025095e-35 1.2257192582534573 -0.19499014169235143
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 -6 -7 10 22 -10 11 13 -13 15 18 20 -17 -12 -15 -20 21 -1 23 24 -9 26 27 28 29 -26
right_child=1 2 -4 -5 5 6 -8 8 9 -11 17 12 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.01583411988195341 -0.0029108062571762765 0.00085070209887579097 -0.014114440692860565 0.0015425743596186496 0.012753963197102048 -0.014200133225582195 0.012422880683549187 -0.0047726368553626542 0.0084569820851127294 -0.035281624584297434 -0.023866935922907635 0.026196720656143448 -0.056385242102694126 -0.018939476962303477 0.02409844789234121 -0.0083592920351524668 -0.051415946592283712 -0.0016088302259553604 0.026574875263391074 -0.00055919570344903228 -0.0013063243245975645 -0.016703520452129472 0.0028030940826281889 -0.020292327113274996 -0.021104787566311685 -0.0085258959263026356 -0.003649630621365859 0.024128528841939945 0.018189505545693475 0.021700375936240246
leaf_count=3611 26469 169393 1934 33002 3922 2070 1390 57096 460 1246 1568 1113 148 924 2559 3158 417 2506 647 2718 20551 993 10717 2481 1131 3405 2299 1974 1615 414
internal_value=0 0.00747756 0.0150994 -0.017405 -0.0301455 0.113735 -0.0494448 -0.0396426 -0.0673391 -0.459047 0.0138816 0.0377525 0.411537 0.0227284 0.181152 -0.0188253 -0.260061 -0.196664 0.00323792 0.104897 0.0123585 0.198128 -0.0602594 -0.079802 -0.0678495 0.0594752 0.156348 0.254755 0.104299 -0.21412
internal_count=361931 197796 171327 164135 131133 7382 3460 123751 82838 1706 40913 36839 1261 35578 6848 28730 3575 4074 4289 3365 25155 4604 81132 70415 67934 10838 7433 5134 3160 1545
shrinkage=0.05


Tree=4679
num_leaves=31
num_cat=0
split_feature=785 652 1221 495 1112 588 705 14 1141 1395 706 638 762 799 1398 221 66 64 1469 700 633 540 2 1314 69 1161 831 211 496 428
split_gain=16.9363 14.3454 16.3959 16.2978 19.9372 16.1128 18.3515 16.5199 17.213 16.4937 16.4428 16.6462 17.1452 17.1226 16.4113 15.9284 17.9046 17.5184 15.8589 16.5449 16.7958 16.4164 15.8041 15.7576 15.6403 18.1241 15.5638 19.0896 23.0153 18.2025
threshold=-0.86283290253235112 -0.55024281929118113 1.0000000180025095e-35 -1.2356503748313998 2.8648355898938016 2.250834115212506 0.41040386000896778 2.156976791502633 0.36712776479088227 -0.090667034886683137 -0.34486521972324052 -0.37651267654922899 0.5960264077597085 2.0920353643400968 3.1183116592063489 -0.0046931964246789259 -1.049029499082393 0.58408534944085788 -1.0234077568651669 -1.3215676011246824 -1.1511851226073075 3.5512869085130179 -1.1671482785169933 -1.6074403728556548 0.51799681124679886 3.6358598747917816 0.75125620921573444 -0.85117114744841449 1.0575142051626207 0.43792539946748571
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 10 7 9 -9 14 11 13 -13 18 22 -14 -17 -18 21 20 -20 -3 -7 -21 25 -4 27 28 -5 -29
right_child=1 2 24 26 -6 6 -8 8 -10 -11 -12 12 15 -15 -16 16 17 -19 19 23 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=3.9294895688648115e-05 -0.00016154214267285224 0.00010948441109420222 -8.1193209245407181e-05 0.00011835769723625275 0.0012290308328543758 -0.00030700204162366324 0.00017745210294351838 -0.00093605437334576302 0.00043431493204046845 -0.00011483195889477425 -4.1583675126174825e-05 3.1774499225338094e-06 2.2500938984019317e-05 -0.00037792784883915182 -0.00095445720225013756 0.00045753625855498713 0.00016862510999334139 -0.00036195943871257578 -0.00051050331747693476 -0.000523811710362471 0.00037144799451830653 -0.00095123731100834425 0.00022345236236383345 -7.7030237615674261e-05 6.0731174089980547e-06 -0.0009836519557441636 6.0926623701705583e-05 4.3369263050672806e-06 -0.00015633008959552378 -7.8106475833118364e-05
leaf_count=29559 4856 3585 47798 10011 41 368 3804 184 56 2564 96308 28618 5644 883 85 969 3997 375 221 588 722 72 2272 12140 15134 122 22245 48104 1779 18827
internal_value=0 -0.0163877 -0.0277161 0.00542094 -0.144411 -0.0154247 0.0723961 -0.0144634 -0.598356 0.0117117 -0.0219164 0.00856293 0.0359233 -0.0489291 0.135456 0.109088 0.192613 0.134493 -0.0340195 -0.0726663 0.239746 0.0915668 0.163499 -0.0938614 -0.0626226 -0.0854596 0.0109006 -0.00495915 0.0786913 -0.020564
internal_count=361931 332372 226509 105863 4897 163455 9333 5529 240 5289 154122 57814 39603 18211 2725 10985 5341 4372 17328 13671 943 3657 2640 12728 63054 47920 100966 78721 11790 66931
shrinkage=0.000980392


Tree=4680
num_leaves=31
num_cat=0
split_feature=1097 1470 269 1453 1449 1440 152 1035 910 149 1451 1037 365 1438 1105 1455 1468 420 1113 1316 1256 1468 484 418 563 705 983 72 345 1464
split_gain=9.86689 20.1286 15.8378 16.7255 23.258 16.9461 16.5484 18.3158 16.6759 19.2741 16.2997 18.8629 16.0531 15.8847 15.6245 15.4826 27.9488 16.7179 16.3842 16.3137 15.851 15.6082 15.2059 15.1723 15.0808 15.6898 17.4125 16.0147 15.9119 15.1798
threshold=-0.64966988391888181 -1.1535394197080833 -1.2832447556410924 3.3620603879665567 -0.25215149739540188 3.4272944243925525 2.1171177476311756 -0.088446804417332617 0.82596748510626528 0.15792979423085626 0.75140231727557782 -0.75194863210017393 1.4239967677477152 5.0272563409093776 -0.61817036136512382 1.3141790966806519 1.2465044061975814 -0.94027280380232636 1.9936656149011287 2.9861019367535362 1.6748389999138091 2.8970362673674974 -1.1103311057860179 1.7724915768289919 -1.9034908860799797 1.5025377326640457 -0.27839910554682751 0.38774908063394703 1.2167619080139656 0.2602645535820674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 13 5 -5 10 8 -8 -10 -2 -12 -9 24 22 23 17 -17 -19 21 -20 -18 -6 -3 -4 29 -27 -28 -29 -26
right_child=2 15 3 4 14 -7 7 12 9 -11 11 -13 -14 -15 -16 16 19 18 20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0034304782364426587 -0.0045008821668996299 -0.0018691258024808527 -0.010060991906120864 -0.01792131534424779 -0.043691439428671049 0.073834684187682673 -0.01194050384971407 0.028967792654805986 0.0019528347492881407 0.081278319403088661 -0.014196743319734112 0.0066796153594314324 -0.026328305073629567 -0.035038631886558085 -0.0060301518911005511 -0.0077642572616249302 -0.024408986753073847 0.010861986336721426 -0.019735526272278578 0.066557404116872998 0.045432990082213708 0.00076097361225647595 0.019671601651431322 -0.0085679438856099931 -2.2641928033552877e-05 0.0011486994427759064 0.016884199214603893 -0.0070581129910086988 0.037866102958250901 0.0022137456315788127
leaf_count=12067 26745 92458 2366 1866 48 23 669 578 138 47 811 3676 80 295 1174 1182 922 4956 487 34 56 511 564 8041 143161 4282 2289 754 109 51542
internal_value=0 -0.0235826 0.0041986 0.0107148 -0.1395 -0.330796 -0.0490756 0.186034 -0.053914 0.549 -0.0632316 0.0665214 0.456358 0.0134538 0.027517 -0.0358752 0.0628742 0.127999 0.17789 -0.234807 -0.2361 -0.275063 0.298937 -0.0458797 0.0140109 0.0157674 0.116579 0.241773 -0.0209038 0.0118341
internal_count=361931 120714 241217 208473 3675 1889 32744 1512 854 185 31232 4487 658 204798 1786 108647 8148 6681 5499 1467 543 1433 612 100499 204503 202137 7434 3152 863 194703
shrinkage=0.05


Tree=4681
num_leaves=31
num_cat=0
split_feature=859 789 1470 561 73 669 144 65 428 1381 725 1220 560 829 353 760 479 831 346 759 1112 1419 419 559 705 906 357 969 145 983
split_gain=9.46807 17.0135 15.8734 15.6135 14.8831 14.523 17.7509 14.9595 17.2519 16.003 16.3718 15.7626 16.7175 17.764 18.2533 17.9469 18.8182 15.8412 15.3546 20.9498 17.5162 17.2241 15.6802 15.1696 15.3592 15.1046 14.6162 21.4387 16.0822 15.9863
threshold=-0.54135187694831066 1.1248358748350926 -1.3545928909252491 2.2678428879541541 -1.1337093079591563 3.5848725730164062 -0.5850397464312862 1.6527691397016595 1.3971008691490929 -0.60729328364881108 -1.7381742991555973 1.0000000180025095e-35 2.9589892494497048 -0.94624001751660325 1.0689666326672824 -0.67520786017424417 1.0943001836743611 -1.3105463059948057 -0.13016889162957107 1.2649360333079109 0.34089703166382562 -0.72780132394727248 0.93299524386297827 2.2406372770510656 -0.34766553395161565 -1.5336910031795312 -0.67020541662747946 2.0675290140032927 -1.118146788717161 1.4090279438228797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -7 8 -4 -10 -11 17 13 -13 18 16 -16 -9 20 22 -15 -21 -20 24 -19 -26 28 29 -12 -28
right_child=-2 -3 3 4 -6 6 -8 11 9 10 26 12 -14 14 15 -17 -18 23 19 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0096949160320921983 -0.00060936244430352573 -0.0033354442707131844 0.0016663627286656849 0.023673994728315575 -0.0098010830288787626 0.013686110526323179 -0.025035712498683811 0.094024872891865688 0.014838133179900235 -0.071281445743345856 -0.015953553395736942 -0.013734761541023183 0.082383965882329033 -0.014996619062649146 0.032769448762870426 0.010846423283553267 0.12964714064327587 -0.0016389466834794094 0.0076957764336761398 -0.0032825172366955911 0.008059382190352923 0.069415430541135456 -0.021653214408407676 0.033034269541685958 0.047586550161730697 -0.019883064876133817 -0.0031236362064313494 0.038042997932648426 0.019540437260326012 0.022618082457207402
leaf_count=1566 244749 12559 79338 204 3055 273 769 29 2193 32 194 1389 29 1806 124 665 34 1716 2374 102 782 179 421 171 49 2318 3213 149 1153 296
internal_value=0 0.0136139 0.0234404 0.0272432 -0.14776 0.0319698 -0.282083 0.0344859 0.0436893 0.144429 0.0762751 -0.0546619 0.0162833 0.0070052 0.0644253 0.385525 1.1035 -0.184881 0.00211225 0.139065 -0.144635 0.871307 0.0666682 -0.197628 -0.227181 -0.363841 0.0865111 0.0188242 0.290662 -0.0175467
internal_count=361931 117182 104623 103057 3259 99798 1042 98756 86568 7230 5037 12188 7905 7876 6487 823 158 4283 5664 3076 2588 281 2795 4254 4083 2367 5005 3658 1347 3509
shrinkage=0.05


Tree=4682
num_leaves=31
num_cat=0
split_feature=1022 1016 832 1094 628 746 505 390 609 389 822 839 885 537 1400 1392 768 977 348 287 342 28 147 86 1379 281 568 276 1189 284
split_gain=9.38911 23.2741 17.9745 17.2287 16.9907 15.5188 23.7259 19.4165 23.1176 19.573 21.802 20.2016 19.2856 16.3957 18.6149 16.0572 17.3366 16.6649 20.0631 16.1537 15.8228 16.7007 15.7244 16.0189 20.367 16.5682 15.6702 15.5459 15.5112 17.5819
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2273445159281489 1.8810513901052739 1.7569366058861944 1.0000000180025095e-35 0.62503261066003934 1.0000000180025095e-35 0.98843275535716713 0.87707395870045979 1.4197974596599032 0.35243797735006793 4.8263866747680533 0.44238072866629086 -0.73750440610872092 0.060008460552730097 -0.62296117858343414 0.95353490278853581 -0.74515985552773012 -0.50924910263552148 -1.0558850486342535 1.0000000180025095e-35 0.093704233871185996 1.2883285480841333 -0.3184798163412213 -0.78063782118290481 -0.44307953649505599 0.4957278649287708 -0.73240683615819102 1.8060767112771163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 13 12 15 11 -11 20 -4 28 -15 16 -9 -17 -19 26 21 -10 -18 -24 27 -26 -20 -25 29 -7
right_child=-2 -3 3 -5 -6 6 -8 8 9 10 -12 -13 -14 14 -16 17 22 18 19 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.016809301356614535 0.00035927649469407602 0.00028428042144896208 -0.0065057052432728997 -0.012004408579267711 -0.011899802052431092 0.0096660373408083249 0.011116388018911438 0.0045642915447053484 -0.0029905032012309363 -0.02481967590402263 0.10000481789372727 -0.015245493066213631 0.021983598680519328 0.011821274563995185 -0.012341679960902073 0.0027805889990179136 -0.0012488855620453531 -0.018401539985534839 0.028022969348860241 0.02919127894390143 -0.00092684939702556356 0.052974974853162243 -0.017267097481568915 0.025259346294474586 0.049953727229597088 -0.043467713439646033 -0.030629870629452757 0.12394665231160368 -0.00045653486190936336 0.05685162605604225
leaf_count=2079 190674 90468 25985 5225 4463 1388 2699 4867 177 1049 21 1665 269 492 2265 8805 6049 274 145 1048 2298 168 3402 155 72 219 180 42 5166 122
internal_value=0 -0.017454 -0.0549645 -0.0487168 -0.0397212 -0.0307562 0.0426454 -0.0538748 -0.0102343 -0.158462 -0.447704 -0.0777792 -0.117849 -0.017636 -0.1601 0.0274884 -0.0373906 0.102585 0.334836 0.445915 0.0578474 0.562341 -0.11359 -0.273384 0.288571 -0.350261 -0.0819279 0.997558 0.0525308 0.281438
internal_count=361931 171257 80789 78710 73485 69022 12132 56890 30636 5378 1070 4308 26254 9433 2757 25258 14806 10452 1647 1373 2643 345 9939 3890 488 291 325 197 6676 1510
shrinkage=0.05


Tree=4683
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 921 775 726 1002 540 976 1453 833 496 383 970 10 351 912 64 1177 898 418 154 344 501 909 570 1421
split_gain=16.2178 14.2894 17.9174 18.6813 17.0512 36.2569 16.8735 19.4513 19.3827 22.7737 20.484 20.6389 18.9025 17.9174 17.094 17.9629 17.0781 16.6752 16.3778 16.064 15.9834 15.8695 15.8543 17.25 17.4697 15.8411 16.9767 15.8043 15.7696 16.6009
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.62154522891879982 0.13281703179381904 1.0000000180025095e-35 0.69854289147193727 0.99026637822014563 -1.1340907276278103 0.51954049301251548 1.5919315457291203 -0.74322539953160838 2.2118716902368778 1.8751349660388528 1.1855328726172645 2.0347385979342092 -0.078185317478667166 0.58408534944085788 -0.80577776936292356 0.14098959229448396 1.3920612532805436 -1.7114696150754272 0.65884577229016839 0.034910514802657673 -1.192354632747989 -0.4998781572545779 1.0107116206971127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 18 7 12 -8 10 17 -12 13 14 15 -4 22 -10 -3 -13 -5 -7 -16 24 -24 -14 -27 -25 29 -6
right_child=1 4 3 20 28 21 8 -9 9 -11 11 19 25 -15 16 -17 -18 -19 -20 -21 -22 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=4.0664013699079335e-05 -1.4512681568333357e-05 -1.3477206765100765e-05 -0.00019303150919192647 -0.00010176420099924533 1.2059229559599124e-05 -0.00011045495739997643 -8.9531408634737044e-05 -6.2044744112886574e-05 0.00032847916917620263 -0.00010791083294176259 -0.0010970319766656713 0.00034949824317636799 0.00010065164796392588 0.00025872816353515748 0.00010347098094876334 0.00054901281647201758 -0.000372312595952034 -6.7698895631300326e-05 -0.00092877349960491032 -0.00020550978526969984 -0.00073336727557103394 0.00046450947088211357 -0.0012158897494055742 0.0007974058366895391 -6.5520674383437422e-06 0.00051698092311481538 -5.2114576193294536e-05 -0.00081669894969230237 -7.508274993447354e-05 -0.00020574781700776241
leaf_count=29559 190291 4669 3295 1706 29264 264 1564 9589 4404 1062 84 388 3564 1364 7951 174 539 530 152 508 241 1120 79 41 3536 898 337 292 61493 2973
internal_value=0 -0.013799 -0.00478043 0.0362408 -0.0411376 0.0801087 0.0468282 0.0224428 0.131844 0.179718 0.232329 -0.0453546 0.058316 0.0229828 0.0013922 -0.153567 0.0362871 0.290678 -0.0373661 0.0422148 -0.169962 0.367667 0.0521958 -0.0673934 -0.0268368 0.178292 0.384773 -0.622215 -0.0509198 -0.00473131
internal_count=361931 332372 232437 42146 99935 6205 40199 31659 8540 6976 5914 980 22070 17271 15907 3469 12438 4934 4821 896 1947 1384 11899 3948 3615 4799 1235 333 93730 32237
shrinkage=0.000980392


Tree=4684
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 921 775 726 1002 540 976 14 10 570 636 50 1047 1424 759 1333 1421 351 912 834 910 285 503 535 1180
split_gain=18.4791 15.2449 18.843 18.6654 18.2263 39.0501 17.5008 20.2569 20.2478 22.7756 20.1547 20.7181 19.3796 16.671 16.5755 17.587 16.6032 16.8491 17.7086 17.0835 17.0122 16.4856 16.3151 16.0713 16.0559 15.9687 20.1374 15.9539 16.928 24.2849
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.62154522891879982 0.13281703179381904 1.0000000180025095e-35 0.69854289147193727 0.99026637822014563 -1.1340907276278103 -0.29015431142025017 1.1855328726172645 -0.48460852809644533 2.4129057422810987 1.4829784501753427 -1.0794544675301283 1.0000000180025095e-35 1.4616517543220227 -0.70033788506809547 1.0107116206971127 2.0347385979342092 -0.078185317478667166 1.3963992400794327 -0.69615835178151719 -0.4767194589683022 0.067164686729897269 1.0000000180025095e-35 -0.20798547442937276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 22 7 12 -8 10 13 -12 -4 -10 21 16 -16 18 -18 -19 -21 24 -3 -13 -6 26 -26 28 29 -9
right_child=1 4 3 -5 14 -7 8 27 9 -11 11 23 -14 -15 15 -17 17 19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.1029674870124089e-05 -1.7716879214171551e-05 -1.7796390245391507e-05 -1.8798563374984158e-05 -0.00016841481515459644 2.3639392621496324e-05 0.00037099836302290773 -9.461064143888011e-05 0.00019578971662295732 0.00032835347422219198 -0.00010713769669538948 -0.0010968374455836579 0.0003523147440371245 0.00011162451142831556 -6.7504966799698346e-05 -0.00010072796791262214 0.00033036488784322302 0.0010176234374018787 -4.2083326086053548e-05 -2.349514156375957e-05 -0.00062356737979236097 0.0006376894508273392 -0.00020542339438873851 -0.00092962834437480151 -0.00020263391301811366 -0.00043562580371293852 -0.00033056461526688815 0.00049863643837593397 -0.00019473191012947825 -0.00022432705166684861 -0.00011285120600221817
leaf_count=29559 190291 4669 10038 1947 27682 1384 1564 2488 4404 1062 84 388 12032 530 55011 602 189 3990 190 72 306 3085 152 508 314 1835 454 3465 1353 2283
internal_value=0 -0.0171153 -0.00780506 0.0342274 -0.0453029 0.07992 0.0447973 0.0199856 0.131305 0.180213 0.232798 -0.0425874 0.0565718 0.290602 -0.0553943 -0.0823894 -0.0873752 0.0425972 0.540595 0.00410323 0.449347 -0.00939184 -0.0417014 0.0450555 0.0072958 -0.202263 0.147455 -0.0673975 -0.00238362 0.0574031
internal_count=361931 332372 232437 42146 99935 6205 40199 31659 8540 6976 5914 980 22070 4934 93730 60360 59758 4747 379 4368 378 33370 4821 896 30285 2603 768 9589 6124 4771
shrinkage=0.000980392


Tree=4685
num_leaves=31
num_cat=0
split_feature=728 1020 706 774 854 832 1191 489 293 760 494 1272 13 1052 704 1323 708 979 1323 1325 83 1297 424 689 767 968 832 706 830 421
split_gain=9.58735 13.221 13.7728 16.3578 20.9682 19.3847 16.0451 15.6631 20.299 19.576 15.827 19.7526 15.6993 15.4076 15.0983 14.5974 14.5868 15.2656 19.8833 15.758 17.9978 16.4276 19.169 15.8152 15.2492 18.3042 14.7853 18.6812 17.7395 16.7371
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5724059030450566 1.4512626351767539 -0.87473648844905705 -0.42521179063818398 4.7607379442394828 -0.39954807220783489 1.4144418063833932 0.63599319278287592 0.7497907880361051 1.0425293070791588 1.3627538652874742 0.98489783346791049 -0.41174379750660328 0.31954552823923282 0.73921663161214024 -0.56125469851557253 -1.3944857881606729 -1.2643017327312205 -1.4261007985582963 0.90600868385389699 2.2340825078064737 1.4922476836655676 2.3415121839409347 0.2260730688251136 0.50741142584727794 -0.54350141712716316 -1.2112185498207151 -1.0252445866720201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 16 14 -6 -4 8 -7 -10 13 12 -12 -9 15 -5 17 18 -3 20 -19 22 23 -22 -18 -26 27 28 -20 -29
right_child=1 2 6 4 5 7 -8 10 9 -11 11 -13 -14 -15 -16 -17 24 19 26 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00019392232553340076 -0.0030278295399638359 -0.057045906016826776 0.0031082844260473105 0.025043490143924887 -0.009080122617888705 -0.010742470438096681 0.048346932847945875 0.021359484278832823 0.032258732277638785 0.21761549005908534 -0.03645424623635659 0.073331692051816985 0.044961484350391989 0.073121253730777838 0.034081068934781245 -0.031171878854244633 -0.0089981505721082513 0.051750533125280489 0.12967519525319143 -0.00021477546480035047 0.0028347321388806027 -0.033551861902445725 0.10037317671209596 0.041356317976800769 0.10101199768757248 -0.029746098656093029 -0.014737908295948943 -0.020820462565809075 0.020798666902907742 -0.001248418500480758
leaf_count=252841 47529 198 12488 121 1383 733 114 735 67 20 237 31 50 91 430 110 5802 160 22 26954 1018 164 42 154 34 36 2406 839 158 6964
internal_value=0 -0.0242986 -0.0018399 -0.020748 0.126706 0.0358029 0.0708138 0.200667 -0.0795028 1.1597 0.382425 -0.137833 -0.414363 0.545492 0.4623 -0.00761438 -0.0346926 -0.0190781 -0.105216 0.00826805 0.263247 0.162291 0.258795 0.198917 -0.163225 0.993973 -0.0929227 -0.045458 0.769014 -0.0638146
internal_count=361931 109090 61561 48959 4008 3347 12602 1964 820 87 1144 318 287 826 661 231 44951 39079 10587 28492 1538 1378 1214 1172 5872 70 10389 7983 180 7803
shrinkage=0.05


Tree=4686
num_leaves=31
num_cat=0
split_feature=785 713 516 789 451 506 564 515 564 921 728 651 485 713 513 583 581 911 902 290 689 776 768 694 1193 799 376 413 416 701
split_gain=19.3894 15.3647 14.6635 22.5971 22.1706 49.2699 26.7068 23.2366 20.8468 19.8247 37.8099 37.646 30.0929 29.3998 26.9465 41.0558 26.2445 29.7339 24.4901 29.0173 24.2401 23.1817 22.8889 21.8725 21.8145 21.7636 21.2335 20.7849 20.3356 20.1099
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 2.1518408528082529 1.0525743831388839 -1.3163276726681863 1.1107569744011787 0.32122098048435449 1.0000000180025095e-35 1.0454229551509682 -0.55326332990463356 1.0000000180025095e-35 0.77693903076620996 -0.204299180748722 1.514851825702467 -0.64429193114355554 2.5659293755304176 1.0947458759337851 1.8469783047671671 3.7217432733790368 1.0000000180025095e-35 -0.5514799173923951 1.0000000180025095e-35 0.38937705217797941 -1.2451390148436692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 6 -6 7 -2 -5 10 11 12 25 -11 18 -16 17 29 -12 -20 -14 27 24 28 26 -4 -21 -15 -22 -17
right_child=2 -3 3 8 5 -7 -8 -9 -10 13 14 -13 20 21 15 16 -18 -19 19 22 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001143292449755098 -5.5243243784323165e-05 5.9891465708523421e-05 0.00012245333413152823 -8.3264321782959363e-05 0.00030192427099545813 -2.5401339590456517e-05 -0.00015770356087520254 2.528150658423274e-05 0.00021316852699989464 -0.00011779742814665074 -8.40495706583795e-05 -0.00017537381451510179 -1.0116837571115779e-05 1.8279963524510587e-05 -9.440879707339193e-05 -0.00039115809549428328 1.8372710721644056e-05 -4.340710166230964e-05 -2.5022647920836397e-05 -0.00019731641704012344 0.00020705792315265238 -0.00066582473163752701 0.00051247509045169505 8.4509408995915816e-05 0.0020244043380399169 -8.0282421150095525e-05 0.00018288837055269947 0.0001635266714091776 0.00047605395340684148 0.00027592201300775715
leaf_count=3144 86094 26415 5082 22622 2736 10940 11199 29310 1102 3563 44386 2539 2261 7921 7410 228 10065 1905 47959 900 2957 260 672 2799 23 5455 2259 11776 2128 5821
internal_value=0 0.0448001 -0.0156372 -0.00310314 -0.035826 0.0546297 -0.0468685 -0.0350243 -0.0689326 0.00649838 -0.004113 0.0778555 0.109445 0.0663771 -0.0215171 0.0400233 0.0961279 0.185304 -0.0415458 -0.00794149 0.19352 0.0999344 0.168224 0.250224 0.0922776 0.0228481 0.076483 0.107409 0.331497 0.258606
internal_count=361931 29559 332372 192093 140279 13676 126603 115404 23724 168369 144849 23221 20682 23520 121628 25429 18019 7954 96199 51813 10145 19957 3854 7884 3182 10537 3159 19697 5085 6049
shrinkage=0.000980392


Tree=4687
num_leaves=31
num_cat=0
split_feature=785 713 578 359 697 1331 1260 771 1340 152 354 702 1469 696 911 1172 510 1277 362 634 767 1464 21 1461 602 501 207 432 1178 633
split_gain=9.54293 10.9076 11.5245 11.5863 15.9124 13.2968 11.4293 14.5819 14.9852 14.459 14.1245 13.3163 13.1359 11.5137 18.6322 11.4324 11.3421 12.308 15.4099 14.0495 13.3608 12.1839 13.0388 14.1058 15.2205 20.2425 17.4335 14.4742 13.6802 13.22
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87905496296652397 1.6695192305583337 0.73796091508469697 0.27417004593495448 -0.60196484502890646 2.1520315739779554 1.0000000180025095e-35 0.36974086122837829 0.65357906956115697 2.4062239364741633 -0.67720770228224325 0.91699272645261531 -0.90629252308405928 0.65138210386308515 1.8807458211785479 1.0000000180025095e-35 1.4618128458581461 1.1412585724127216 -0.84680374873432662 -0.37108902840936864 -0.89074317784588486 0.057675449774253526 1.0000000180025095e-35 0.8071514318769345 2.8148589273712967 0.024380592371031323 -1.4794645877341113 1.8033126324891879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 12 -9 -10 11 -8 -3 14 -12 -16 21 20 19 -19 -18 22 -4 24 26 27 -24 28 -26 -25
right_child=-2 2 16 4 -6 -7 10 8 9 -11 13 -13 -14 -15 15 -17 17 18 -20 -21 -22 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=-0.0050598585606944644 -0.00035999376466063079 0.015445203149311526 -0.014464624751526956 0.015588674935951001 -0.11724007029574189 -0.072645805874633942 0.018202889292142053 0.030084671065606774 -0.040878436475992472 0.048030576198186528 -0.079254603800911497 -0.06300880840577866 -0.043406909018978812 0.042762494888672065 0.0073558810110236246 -0.039018582824503545 -0.044765124872192336 0.030544417206722452 -0.02776420032357595 -0.020099210395363519 0.0053632879124124525 0.0031368089958783403 -0.0024954338571145356 -0.0061830278597336816 -0.043282124734218899 -0.017238130200018267 -0.082428200979098476 -0.0027214471782465734 0.018254618856139809 -0.037428427017101334
leaf_count=3144 332372 70 1021 99 22 30 2133 233 93 29 41 28 186 56 324 90 86 643 77 82 833 12399 3277 1607 44 338 38 627 1716 193
internal_value=0 0.0353579 0.0491302 0.173387 -0.481733 -0.152291 0.200438 -0.092415 0.215294 -0.389307 0.262597 0.344126 -0.523485 -0.0718999 -0.19425 -0.0448475 0.0315261 0.205319 0.406628 0.505508 0.0292554 0.0173839 -0.0455692 -0.0156313 0.035642 0.15713 -0.0664285 0.2291 0.333259 -0.188495
internal_count=361931 29559 26415 3434 151 129 3283 611 355 122 2672 2161 256 511 455 414 22981 1721 802 725 919 21260 8861 7840 6040 2725 3315 2387 1760 1800
shrinkage=0.05


Tree=4688
num_leaves=31
num_cat=0
split_feature=890 407 1235 733 21 1469 57 208 1463 831 1470 1325 1454 21 219 64 288 201 1458 155 829 1252 51 1329 184 1244 277 488 1466 501
split_gain=16.4868 20.7523 19.1425 20.0871 23.466 27.3948 22.162 23.307 22.386 20.7162 22.6531 20.6106 22.0847 20.4774 20.0334 19.9705 18.7436 20.1453 23.4522 18.8572 18.5747 18.2843 19.7386 22.0143 18.0325 18.5099 18.3571 19.6262 17.9587 20.2457
threshold=-1.0182342416987082 -1.2965003005540392 -1.24934742919911 2.3938204998800492 -0.32341995197817647 -1.1374964112163577 1.4243427035504792 2.0281345528622965 1.8538152441063134 0.7352422090975943 -1.1298860701531226 1.9315634833684829 -0.91909735138557946 -1.2689586617576902 -0.20222196125801864 1.0148196801701652 -0.88954490044674173 -0.35680864956703257 0.30711741542581755 -1.3741458288160291 -1.1501845312795205 1.1729601082601955 1.0111847875080273 -0.62112104065124552 1.384368771371848 -1.1383591834044515 2.4440299957706233 2.759523141488573 0.16628775677498031 -0.06066385612237659
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 16 7 11 20 -6 -11 12 13 -7 -15 -16 19 18 -18 -4 -8 22 24 -24 26 -26 -14 -28 -19 -30
right_child=1 2 3 -5 9 6 8 -9 -10 10 -12 -13 21 14 15 -17 17 28 -20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-4.0627676288678022e-05 -6.0206788423214776e-05 -6.6458247538619559e-05 0.00056052665466743636 -0.00013067986332731266 -1.5883634297781285e-05 -0.00080671345321440451 -0.0007138808371067978 -0.00025411716876501004 -0.00066696216578876954 -0.00013079135882437476 6.7642305048069528e-05 0.00024096219259715676 2.670352296650506e-05 1.4551369155830519e-05 0.00055415942952104084 -0.00055379730511462917 0.00021124125536580376 0.00043185997968564087 -8.1833936668335885e-05 -0.00021237244516402549 0.00023979072257930033 0.00011903970041553446 0.00010742989801540424 -0.00025554456232771864 0.00036647710874916856 -0.00023359387016754499 -0.00051167552295730675 0.0014847388396713056 0.00027434262648388165 -0.00034435572695657802
leaf_count=96477 36838 22083 150 7041 110918 120 102 1796 133 2849 26224 1837 26795 810 988 124 3188 1842 1807 1048 3502 5662 1193 3567 322 2840 541 22 803 309
internal_value=0 -0.00255006 0.00450646 0.0104415 0.013831 0.0510017 0.0289192 0.0147376 0.187545 -0.00184196 0.0490772 0.024146 0.0135095 0.242993 0.29111 0.480917 0.154844 0.189447 0.106515 -0.103718 0.21945 0.00197388 -0.0172972 -0.162445 0.00258502 -0.174142 0.0195465 -0.415296 0.320914 0.11079
internal_count=361931 265454 228616 206533 199492 59501 50354 46617 3737 139991 29073 44821 42984 2042 1922 1112 9147 7949 4995 1198 3604 40942 35280 4760 30520 3162 27358 563 2954 1112
shrinkage=0.000980392


Tree=4689
num_leaves=31
num_cat=0
split_feature=890 407 1166 553 733 21 1469 115 1468 1464 1454 1464 831 1470 1449 1452 1464 1469 1449 1182 21 1459 546 1458 1458 1461 1451 1093 1460 1451
split_gain=15.0413 19.362 18.2487 18.7573 18.2203 19.3733 25.8325 23.4698 23.1952 23.9763 37.4445 27.7539 22.1105 24.7914 18.8226 24.0228 36.0619 24.7452 37.4213 21.4453 21.4064 24.0741 24.0201 19.9875 33.2952 22.0453 20.875 19.3666 19.3238 23.6513
threshold=-1.0182342416987082 -1.2965003005540392 -1.2508507625752519 -0.93447824412036928 2.3938204998800492 -0.32341995197817647 -1.1847055095685743 1.3947035982071894 0.22012251894583709 -0.31497481326640125 -0.82542789839051101 -0.35420951184865751 0.7352422090975943 -1.1298860701531226 0.97433572715759287 -0.65132818563672934 -0.37637186885837554 0.79414252969518218 0.47799573524751798 0.35987770572525674 -0.89074317784588486 -0.040536099660644052 -0.30911672329397971 -0.6114257374270754 -0.6420356832362869 0.17054637065356101 -0.45820743490460197 2.3472684764284182 0.2070153182358592 -0.33647910038591805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 8 14 11 -11 -10 -7 -14 15 16 20 23 28 -20 21 22 -8 24 25 26 -17 -28 29 -19
right_child=1 2 4 -5 -6 12 7 -9 9 10 -12 -13 13 -15 -16 17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.9644170477574096e-05 -5.8983548741116715e-05 0.00014034573119091394 0.0001527387817943485 -0.00010272608127619337 -0.00012455264415060533 -1.6714071347952441e-05 -0.0009770380352222374 -0.0001268518899140978 5.179845184399643e-05 0.00062649359800816728 0.00014218473488093218 -0.00052875101879469859 -0.00013719713756864342 6.939511818384999e-05 -0.00013318481525819028 -0.00031048224438599701 9.4606874665746212e-06 -0.00013095048045465901 0.00073593839002732478 -0.00036672814981951669 0.00051495867574608207 0.00030786502823313902 0.00040693913123966853 -1.6233341066784772e-06 0.0008722348750160447 0.00038710256376875928 0.0001590943438264464 -0.0010910111743368985 7.6661913121336075e-05 -0.00048197560242865448
leaf_count=96477 36838 2120 7823 16397 7172 112033 195 5363 5004 803 6589 490 2886 26520 3758 768 3461 3109 316 120 1430 679 83 15264 273 979 2113 74 1078 1716
internal_value=0 -0.00328176 0.00353031 -0.0742463 0.00878815 0.0119973 0.0452647 0.0261897 0.0406266 0.121084 0.199699 0.00407369 -0.002264 0.0500609 0.0104767 0.0289706 0.155727 -0.00172045 -0.132077 0.477988 0.360819 0.100829 -0.481267 0.0364637 0.17283 0.117538 0.0155999 0.125766 -0.186539 -0.257133
internal_count=361931 265454 228616 18517 210099 202927 61488 53665 48302 12886 7392 5494 141439 29406 35416 31658 5848 25810 6339 436 2387 957 278 19471 4207 3934 2955 2187 5903 4825
shrinkage=0.000980392


Tree=4690
num_leaves=31
num_cat=0
split_feature=785 519 728 869 660 507 545 1356 783 727 382 789 814 126 906 1450 21 941 1162 138 813 484 1032 566 1193 1391 912 657 134 914
split_gain=21.4197 17.5867 23.2939 24.9623 24.3401 22.9295 19.2549 19.3269 21.2714 19.2013 22.659 19.4843 19.0896 18.7937 22.1464 21.83 20.7075 19.8453 19.5819 19.5459 19.0759 20.3156 18.3572 18.3308 18.2682 18.1662 18.6184 18.1127 17.9082 17.7996
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 0.65809631222906606 -1.0372938969678034 1.0000000180025095e-35 -1.0732212767954836 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0187812850078712 0.70880289725806289 -0.12598777323505009 -0.48019420566728716 -1.6471741456694959 1.9607587081991176 3.334899416639062 -0.44390300095582519 3.0233829522501328 -0.80856081684158221 0.61450512789118727 2.1059719136688364 -0.54195581530117598 -0.18566530592440553 2.464874246913638 2.2603408215975165 1.0000000180025095e-35 0.94009206145197111
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 -2 12 8 28 -3 11 -11 -4 14 17 18 -16 20 -15 -17 24 -22 -23 -5 -6 26 -21 -7 -8 -9
right_child=1 9 3 23 13 27 7 29 -10 10 -12 -13 -14 15 16 19 -18 -19 -20 25 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.4179839991570453e-05 -5.3341325922717434e-06 -3.5967379796038067e-05 -4.2918892330954012e-05 -7.8788765869724036e-05 2.5517981922079497e-05 0.00012616803308106988 0.00033218579214822064 0.00015226367652802252 -1.2731513078345776e-05 0.00023267893332144801 -8.0633663704370207e-07 -6.0098548474432422e-05 -0.00042877141323130599 -5.7450591010087184e-05 0.00026909551989569768 -6.9839205916985008e-05 -9.9385437630001937e-05 0.00017260028178200994 -0.0012294727702393253 -1.5642311097720447e-05 -0.00075539832592951429 0.00015634458807755783 0.00092340460594252691 9.6328551521761939e-05 -6.9989205050183224e-05 0.00017261376032394059 0.0013163427834249127 -0.00027811418560747149 -4.7179594611161866e-05 -0.00010770456488615452
leaf_count=29559 48652 9447 7068 82198 16266 9956 1516 9351 21164 5244 5700 1127 953 10318 1072 4092 44747 2379 123 4774 88 394 227 3066 31699 7632 47 575 1041 1456
internal_value=0 -0.0183558 -0.0234702 -0.0342309 -0.0184953 0.0169505 0.027939 0.0477099 0.0108062 0.0407379 0.0942435 0.181204 -0.0910204 -0.0360883 -0.0527598 0.0160817 -0.0936847 -0.0197131 -0.0669631 0.066316 -0.0309026 0.333897 0.464374 -0.071738 -0.0370045 0.109897 -0.000981457 0.107897 0.20116 0.122311
internal_count=361931 332372 310854 251671 166407 59183 42549 34528 23721 21518 12071 6371 8021 123858 96872 26986 45819 51053 10441 16545 48674 709 621 85264 47965 12453 4821 10531 2557 10807
shrinkage=0.000980392


Tree=4691
num_leaves=31
num_cat=0
split_feature=50 56 1470 420 942 1047 494 835 830 1038 582 144 141 609 1280 1319 801 1053 89 1050 66 555 1271 705 1177 839 976 828 12 1249
split_gain=9.6071 17.4038 13.933 13.6771 13.4362 18.357 17.249 16.1399 14.2263 13.8347 13.3318 14.2687 21.0801 18.9482 17.7083 18.6175 17.7084 18.1233 17.0912 17.8441 18.3912 18.1908 16.4547 16.2492 16.0793 16.4028 19.5574 18.4615 24.4733 23.9662
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3309395413702885 -1.6691535061187051 3.1241105236897999 -0.62055919587111241 -0.36765993776793177 -0.81528098009991901 -1.1162871429532459 1.5518648370371935 1.0844420916666788 -0.33957554213571883 -0.41968254464407462 0.34836266309945185 1.0000000180025095e-35 2.0294168124716281 0.49547406992041321 -0.7349507854407028 1.9180848075372483 2.2545741331511802 -0.37385226620614492 0.93447375700013147 2.1647206649051287 -0.030732566985044073 0.44467764773168011 -0.5381391888800432 0.68776699419305409 -0.096831917283007315 -0.14887991193473613 -0.83643645375096665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 -6 -8 -9 -7 11 12 23 -14 16 -16 -15 -18 19 20 -13 -21 -19 24 -5 26 -26 28 -27 -29
right_child=4 -3 3 10 5 9 7 8 -10 -11 -12 18 13 14 15 -17 17 22 -20 21 -22 -23 -24 -25 25 27 -28 29 -30 -31
leaf_value=0.0035587791074172866 0.00021858147094910458 3.0930246292817802e-05 -0.029003402514704658 -0.0045389593565841151 -0.045122487464185179 0.0047594615451666293 0.030818384034320214 0.048786339345416249 -0.028465960492930098 0.023588840802739479 0.0024288026037894038 -0.012754489613541885 0.0067883815715885192 -0.0033941882019432735 -0.015934711209810593 0.060530348277421486 -0.043943571892942866 0.019542933208143744 0.0087208874511386075 0.027058628051456774 -0.0048892204343536994 -0.049547147199463765 0.11047668965351892 -0.0099188185926113032 -0.031371941718267966 0.016724834032410662 0.034369457158330834 0.051953746839868857 0.078759160435818279 -0.014750340053719349
leaf_count=4164 195173 90457 905 5363 139 941 131 28 189 781 5766 10823 7622 2532 2061 43 84 746 1824 495 19590 67 32 9484 648 532 279 139 227 666
internal_value=0 -0.0185468 -0.0540114 -0.0664014 0.00654397 0.170293 -0.208141 0.0359121 -0.333255 0.268382 -0.0631439 -0.0778356 -0.0311626 0.0434522 -0.0706861 -0.273862 0.0377046 0.357542 -0.120424 -0.135868 -0.146062 0.354928 0.47017 -0.113651 0.00425086 0.253019 -0.219325 0.437728 0.808639 0.0694558
internal_count=361931 164549 74092 69928 197382 2209 487 348 217 1722 69023 63257 30458 13120 5498 2104 3394 862 32799 30975 30413 562 778 17338 7854 2491 927 1564 759 805
shrinkage=0.05


Tree=4692
num_leaves=31
num_cat=0
split_feature=1362 989 693 980 838 968 236 986 623 221 1379 1398 917 623 1441 143 638 1045 104 207 1450 737 152 143 580 146 838 1022 1315 1215
split_gain=9.60877 13.375 14.6949 16.0013 26.6296 15.3479 20.6252 14.5698 18.7107 19.0099 16.1325 16.7682 15.4712 13.7253 13.7095 13.47 15.3654 16.1823 17.6515 13.0829 16.0164 14.2413 16.4208 13.4905 15.6177 17.7097 19.9387 15.1326 14.3176 14.2817
threshold=1.0087403405179345 0.70096181329179597 0.31592775639678872 0.32067377519021339 1.2725262432542264 -0.48002710490754341 -1.0000000180025095e-35 0.48356494313147386 0.8432982728841748 -0.50490882601606579 -1.1552426497997956 0.77752751500269957 -1.0220101631299889 -0.70310349986581977 1.7193014468115779 0.60012610976709635 -0.10742937903954806 0.54165578822628246 1.0000000180025095e-35 -1.4873324742532266 3.8079557057661195 1.4683293454868511 0.2452151520824318 2.1079113614773388 1.0000000180025095e-35 0.93796441254095786 -0.51499042731246025 -1.0000000180025095e-35 0.93393276916781098 3.3002900355135973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 7 4 14 -6 -7 12 10 -10 11 -9 13 -3 15 16 17 -4 -19 20 21 -2 -23 29 25 26 -25 -27 -26 -21
right_child=1 2 3 -5 5 6 -8 8 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 23 -22 22 -24 24 28 27 -28 -29 -30 -31
leaf_value=6.3144815820086972e-05 -0.015477587339574744 -0.027834746650474404 -0.018152851732358321 -0.019976706202218371 0.0048337679320022689 0.046368047239115098 0.16373535937643832 0.00022715445507500754 0.1814884582302857 0.029631011734534193 -0.019652331150998174 0.15742783449839509 -0.023395778632591093 0.05882424732206816 0.093177177803009631 0.029522808526666236 -0.033058147341050961 0.068626641095250171 -0.031750472217660704 -0.0014072490604198256 0.07774201205698307 -0.014548616068156044 0.10116601941400781 0.018492773154071437 0.024849436556756956 -0.030658450266962345 -0.017980802004046954 0.10008255141107665 -0.020889441053481183 0.046258650637020254
leaf_count=306616 2320 78 205 422 73 68 28 47 20 52 372 20 2258 79 25 148 324 77 50 46133 22 58 35 356 867 27 853 31 168 99
internal_value=0 -0.0358149 -0.184984 0.0222727 0.201017 1.0911 1.65381 -0.311804 0.133711 1.21803 -0.151113 1.23865 -0.406093 0.468118 0.000311864 -0.0601791 -0.235907 0.153619 0.800549 -0.0246059 -0.231857 -0.262493 0.789488 -0.0161215 0.17617 -0.0313559 -0.110963 1.22299 0.392969 -0.0259369
internal_count=361931 55315 4346 1420 998 169 96 2926 511 72 439 67 2415 157 829 804 656 332 127 50969 2435 2413 93 48534 2302 1267 1209 58 1035 46232
shrinkage=0.05


Tree=4693
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 921 726 1002 471 775 1453 833 496 383 970 912 359 570 1421 82 350 422 1396 11 796 772 381 1466 983
split_gain=20.0315 19.0387 19.3748 18.7368 18.1876 36.8947 17.5404 19.5438 23.0069 20.3284 19.4246 19.5142 17.7221 17.1058 17.8505 17.1399 16.956 17.373 16.8023 17.2062 16.7165 17.4281 21.8907 20.2255 17.9984 16.4589 16.3518 17.3102 16.8066 18.1145
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.62154522891879982 1.0000000180025095e-35 0.69854289147193727 1.0043670984357114 0.13281703179381904 0.51954049301251548 1.5919315457291203 -0.74322539953160838 2.2118716902368778 1.8751349660388528 -0.078185317478667166 0.31137265873444459 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 0.38087715954262297 -0.28708682036526079 -0.32502189658861175 -0.10924916476579039 0.53852986279882442
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 25 10 -8 9 -9 11 12 13 14 -4 -15 -11 -18 19 20 21 22 -6 -23 -24 -3 27 -27 -28 -30
right_child=1 4 3 -5 18 -7 7 8 -10 16 -12 -13 -14 15 -16 -17 17 -19 -20 -21 -22 23 24 -25 -26 26 28 -29 29 -31
leaf_value=4.1830331779148213e-05 -1.8269562159283128e-05 -0.00013962289108662048 -0.00019533276073761477 -0.00016850835316058416 -0.00011763412882341514 0.00035768389598880639 -9.0443319030781571e-05 0.00028488842497833503 -0.00010907688125340444 0.00026243860857794421 -6.4131173316073569e-05 0.00017421035314364863 0.00025425221347151879 4.8462423559644123e-05 0.00054309465269067087 -0.00037512041698907792 -0.00054712493247423819 0.00023081711476171082 -8.4848482627367078e-05 -0.00021627672198403636 -0.00015179929805592777 0.00011973512974448294 -0.00037885956755157561 -0.00012766129079732675 0.00027319735069022776 0.00097163215886845512 -0.00031972302041189608 9.6544522589353033e-05 0.00059948539142876882 -0.00060540316396081109
leaf_count=29559 190291 3383 3295 1947 8640 1384 1564 4913 1062 432 9589 4799 1364 11899 174 539 380 189 61493 2973 3798 12404 341 2576 1505 235 540 276 287 100
internal_value=0 -0.0186379 -0.00823542 0.0343675 -0.0500875 0.0749246 0.0449553 0.13152 0.179533 0.23236 0.0201276 0.0559316 0.0200858 -0.00135929 -0.156113 0.0335106 -0.043098 -0.289788 -0.0601456 -0.0126045 0.00470217 0.0284477 -0.0566985 0.0817371 0.177239 -0.0432253 0.17361 0.519234 -0.0233652 0.339477
internal_count=361931 332372 232437 42146 99935 6205 40199 8540 6976 5914 31659 22070 17271 15907 3469 12438 1001 569 93730 32237 29264 25466 10486 14980 1846 4821 1438 511 927 387
shrinkage=0.000980392


Tree=4694
num_leaves=31
num_cat=0
split_feature=1081 404 1436 1249 1036 1356 1043 419 1005 263 10 526 346 759 1322 1327 415 740 796 558 635 766 1114 503 570 838 762 1189 768 212
split_gain=9.67862 21.6976 22.8422 22.756 18.1019 17.0935 19.206 17.5569 20.9685 22.8476 17.1089 16.7942 16.5788 16.4033 18.1955 19.8203 16.9663 16.1582 24.7796 26.6038 17.1638 16.9128 18.1521 17.4335 16.6735 16.8111 18.3133 16.3086 16.0997 16.589
threshold=1.0000000180025095e-35 0.76881834321921005 0.60428344764309971 1.0259748463984601 -0.063792062060646762 -0.50019127212278292 1.7923993581978914 -0.56170290269481793 0.27289850120487624 1.6445160113075163 -1.1768953405853129 2.3757057381457001 0.41670184403667138 -1.2867478907037098 -0.045115408112524437 -1.177216642939573 -0.52296921549422681 1.6535846841559774 -0.75739456769098112 -0.37408178855332103 0.023189423843055841 -0.18598840097839933 1.6517891653303629 0.32462734096800677 -0.26701631259305619 -0.72107004346801817 1.0493932494545233 2.7969044190499632 0.87503915965832679 -0.75523055769427549
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 4 13 5 -2 7 11 9 -9 -10 12 -7 14 -4 16 -16 -1 27 20 24 22 23 -22 -20 -26 -27 -19 29 -23
right_child=1 -3 3 -5 -6 6 -8 8 10 -11 -12 -13 -14 -15 15 -17 -18 18 19 -21 21 28 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0005449734974052907 -0.0030033592048791529 -0.004551018854020589 0.0042161408527652084 -0.0070567847363014096 -0.0036560663978671528 -0.0019872660350342456 0.01196753329762959 0.0041530744851638029 0.028687198300104379 0.023615790261572723 -0.0047641410291975935 0.027865304488448553 -0.016038961505588752 0.0056694242239416943 -0.043417154716041795 -0.027539517925370335 0.091970935572107476 0.0042718306394866233 0.00097131896653148287 -0.009228613479498526 -0.0019885886601534127 -0.057397504204357491 -0.046303040520660248 0.024733619949380455 0.046716687412897182 0.0015761075663251198 0.046654065436950783 0.059288479977265468 0.021241514679511121 -0.015644147935697648
leaf_count=214699 17771 26939 929 2950 35239 7096 2160 12347 254 712 5412 367 1877 15673 28 724 40 3153 1616 7966 1746 157 106 332 183 502 116 49 115 673
internal_value=0 -0.0213541 -0.00609964 0.0623019 -0.0260372 0.00360686 0.0373385 0.0190639 0.059485 0.109714 -0.0668658 -0.0719778 -0.090171 0.0918919 -0.139325 -0.429137 0.903288 0.00509153 -0.0596778 -0.101846 0.0122103 -0.0971283 0.00719704 0.0496706 0.144646 0.393047 0.220174 0.106566 -0.346814 -0.455857
internal_count=361931 130518 103579 20344 83235 47996 30225 28065 18725 13059 5666 9340 8973 17394 1721 792 68 231413 16714 13512 5546 3129 2184 2078 2417 801 618 3202 945 830
shrinkage=0.05


Tree=4695
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 1467 1107 468 21 873 1016 1464 1467 1254 21 140 50 1464 141 1452 1465 346 1470 1042 939 1366 563 217 340 553 1449
split_gain=16.1327 14.6521 21.2744 19.3783 18.7192 19.9523 18.3881 20.1941 24.6108 25.7244 27.8773 24.6017 24.7794 23.5751 21.5439 21.2884 21.2225 20.0525 20.2672 28.6013 23.3336 19.2346 19.6753 18.7727 18.3682 18.1078 18.7434 17.7136 20.6968 18.1927
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 0.060492031153216698 -1.3056775892169139 1.2937612979457498 0.62211875780133752 1.3467136707454657 1.0000000180025095e-35 -0.34821093172591422 0.12338804363001538 -0.82838936315311706 5.6334739196327623 -0.51984358588080337 1.4829784501753427 0.13308716897351316 -1.0595925284170959 -0.5621915647185004 -0.47452119297694806 -0.20719293890650661 0.84122639276026845 -0.62973631001070263 1.4307804817950061 2.0183251275724516 -0.056860963951310496 -0.73238706603839743 3.0855295566081735 -1.1444834164353621 0.6853839265082079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 11 9 17 13 15 -13 14 25 -6 21 -9 19 -19 -21 -12 -23 -18 -14 26 -11 29 -29 -7
right_child=1 2 -4 4 6 27 -8 8 -10 10 16 12 24 -15 -16 -17 23 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.6990205486765119e-05 -2.7976310990730992e-05 -7.0736398406318171e-05 0.00045379913591139733 -0.00027214177146952557 0.00027117828758685446 -1.4222433178890119e-05 0.00023909527079432318 0.00048346475627318819 0.00032609729023411107 -0.00056663033087682902 0.00059100999843897102 -0.00018959990980163351 0.00010783155634812908 0.0015591354444064996 -0.00037191118317434033 0.0011116887642373967 7.1385326410614908e-05 0.00051140834254348466 -0.00037061078866138078 6.0259826054690932e-05 -0.0006498716083826728 -0.0008604054069847898 0.00037292047040962353 -0.0010250915695876775 -0.00041103056754490387 -0.00022897074902979286 0.0013210725090163251 0.0010179098350075009 -0.00049216056200194981 0.00010043553894205128
leaf_count=29559 234941 17071 426 1834 1119 43035 2433 231 662 36 633 1965 12656 27 1012 121 943 323 2519 722 463 90 142 72 363 133 82 61 909 7348
internal_value=0 -0.0174067 0.00527036 0.00283787 0.0164305 -0.00802149 0.0639974 0.0452898 -0.0449932 -0.0844677 0.0473875 0.0904807 0.065381 -0.194348 -0.239803 0.387634 0.202476 -0.214984 -0.252681 -0.0259763 -0.23165 0.430954 -0.0913732 -0.00258239 0.0968637 0.304971 0.886828 -0.00105832 -0.38149 0.00343514
internal_count=361931 332372 97431 97005 79934 53187 26747 24314 8090 7428 3170 16224 14984 1290 1263 1240 1880 4258 4027 1508 1185 865 232 1015 13019 251 118 51353 970 50383
shrinkage=0.000980392


Tree=4696
num_leaves=31
num_cat=0
split_feature=1440 1223 1463 494 1191 774 1384 71 1466 555 1114 1382 288 1398 559 882 89 287 125 641 632 147 905 609 1094 1039 223 754 293 213
split_gain=9.68158 12.357 18.2571 16.4434 18.0741 15.0741 20.7466 16.5221 14.9741 14.9239 15.0045 16.1468 14.9184 14.7961 20.0603 14.7186 16.039 14.5606 14.4135 20.4857 18.6772 17.3267 15.8104 16.8479 16.0202 19.8403 15.8323 15.7421 15.6825 15.6363
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.4334175752012324 1.1748602798125427 1.5084143776544436 0.29571830138204219 2.096618807463416 0.70290270556868195 2.0364802837897087 1.0456395455178233 0.96181841838791493 0.31613280432253782 1.5505249178599187 2.0437301740663112 -0.67447016193109688 3.0208549420041422 0.45524842711242136 -0.25216012665381266 1.0000000180025095e-35 1.1992152367610922 -1.0794047965337794 1.9390531740693162 -0.026578731860138306 1.6285028476148826 1.8810513901052739 -0.55087975459494964 -0.58504295854950605 1.0169924831321562 -0.99137843070517506 1.4236156594457201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 5 13 7 9 15 -4 -7 -11 -12 18 -5 17 16 -2 -15 -3 21 -21 22 26 24 29 -26 -20 -22 -27 -24
right_child=1 2 8 4 -6 6 -8 -9 -10 10 11 -13 -14 14 -16 -17 -18 -19 19 20 27 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=4.7221755461213566e-05 -0.0058573677723361486 -0.0043832396267928092 0.014556970691632812 -0.024809833406812563 0.011626079517073515 0.0057041095651955342 -0.037284142805215539 0.0034218973787159645 -0.015931306811720346 -0.020552495296581638 -0.025578603617494918 0.076939830153661598 -0.01213071016793018 0.10381653025323367 -0.019430678790397136 0.035803759443635272 -0.018522311023527065 -0.004046061074944071 -0.016409802877778861 -0.0086331189590732153 0.0135201900321094 0.018631590221607944 0.0026166421727661059 0.033817697334395741 -0.023948641956477935 -0.040194993589967351 -0.0013714710875863097 0.043506484791924663 0.06808897903043136 -0.021958017602587948
leaf_count=313467 7492 9531 1710 1913 412 5861 340 2668 237 683 58 48 1694 40 188 100 3454 36 1569 456 920 681 4109 174 65 27 3149 316 125 408
internal_value=0 -0.0383791 -0.0031783 -0.0882151 -0.301408 -0.0617633 0.0380984 -0.119955 0.212485 0.0658141 -0.269374 0.64273 -0.0236852 -0.406585 0.207489 -0.173466 -0.186429 1.1903 -0.00560879 0.0448352 0.291573 0.00633432 -0.0190233 0.0708518 0.0406875 0.651935 -0.119856 0.429791 1.08106 0.0108592
internal_count=361931 48464 25171 23293 2589 20704 6990 13714 1947 6650 789 106 23224 2177 264 11046 10946 76 21530 11999 1692 10307 9626 4908 4734 217 4718 1236 152 4517
shrinkage=0.05


Tree=4697
num_leaves=31
num_cat=0
split_feature=50 56 1034 651 1298 345 279 799 572 1311 1397 353 489 70 1049 713 211 905 58 143 282 1254 283 840 1331 1380 331 3 422 1344
split_gain=9.53242 17.0741 14.5298 18.9975 18.2017 17.6747 15.7735 15.8465 17.8197 21.332 19.4352 17.3341 17.7653 17.8359 17.0671 16.9149 16.859 19.1928 19.3214 18.0511 16.2548 15.8147 15.7081 18.6887 16.5523 15.1817 15.143 15.7117 16.0134 15.1943
threshold=0.55630078546380823 1.0000000180025095e-35 0.71742563768805134 1.1107569744011787 0.60955665694886108 1.0338476733342057 -1.1438953002515546 -0.58454210970522613 0.30674269950521954 0.61994856871657966 -0.79061849375343185 -0.44681317747222243 2.6441190621062272 2.6095421582678191 -1.2475406966817169 -4.5100622494432292 -0.79765072093848588 -0.15693526662597584 1.0000000180025095e-35 1.2096563179052795 1.0489331253010896 -0.97716315975089973 1.0745613397745954 2.4253491930295517 -0.27085846496162336 2.3611037077366972 1.0220191309364621 1.1776147513267083 1.0546411067594457 0.61516443384225761
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -5 -3 14 11 10 -10 12 13 22 -8 -13 19 18 -18 20 26 -14 -9 24 -24 -6 29 -28 -29 -17
right_child=-2 2 3 5 25 -7 7 8 9 -11 -12 15 21 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0017691962431673057 0.0008470941150298633 -0.0032884390959730552 -0.0038679396066511663 -0.014162600324117119 0.0034644471744109846 0.0110427154025802 -0.01243183467539446 -0.0042449317107895309 0.0082185328335717678 0.0095375438871392951 -0.00055060947232735689 -0.041556771321108799 -0.048580677707850545 -0.028381267263081475 0.0047948941710382921 0.010126966852221295 -0.001501081245832073 -0.0023975406271441739 0.0060262188012309755 -0.01214407286912665 0.018639079142933852 0.028089288441965 0.013187008937356774 0.058338991415261846 -0.0086511832646850237 -0.028538343884959544 -0.01433218855248892 0.034418510898074177 -0.031087661736904495 -0.0045694893664610641
leaf_count=123658 84163 15173 14953 2795 8499 422 973 18664 4263 5482 16174 101 56 504 17965 4081 7881 20115 9390 648 1184 347 1097 71 907 203 858 171 70 1063
internal_value=0 -0.0107066 0.00423957 -0.0457373 -0.0224379 -0.21418 0.0143236 0.0225328 0.0102876 0.0632214 0.0276497 -0.00836855 -0.0636886 -0.0730639 0.0820047 0.0151165 0.0172506 -0.00268357 0.0526929 0.107777 0.138309 0.412881 -0.0638153 0.130823 0.0826019 0.0554986 0.0936106 -0.144535 0.354414 0.142426
internal_count=361931 277768 154110 26872 23655 3217 127238 112065 93127 25919 20437 67208 21646 21243 18938 45562 45461 37386 17271 8075 7427 403 20739 2075 2004 8702 6243 1099 241 5144
shrinkage=0.05


Tree=4698
num_leaves=31
num_cat=0
split_feature=1078 785 1469 537 527 1238 1467 1394 453 569 257 900 636 903 1320 1391 979 625 1318 1191 1470 348 554 158 182 852 923 850 1077 1112
split_gain=14.9285 16.4028 15.287 20.5413 18.0839 17.7029 24.1525 20.3226 18.9281 18.6986 17.204 18.6522 16.7808 24.9605 18.9741 18.5608 17.6987 16.6569 22.7189 18.3011 16.6024 17.859 16.4888 16.8406 16.2234 16.4474 24.185 55.514 21.4487 20.5315
threshold=1.0000000180025095e-35 -0.86283290253235112 -1.0470123060412753 1.2978429288651507 0.86558768754863191 -0.40677623306953564 4.5114904631235966 1.0139192449559153 2.3178925073180721 -1.1042809709507064 2.5914943815007585 0.89277650648411566 0.85323832375537367 0.26809326828884428 0.73673932704791711 0.22280814146070196 1.7033359279666571 0.43351615714127339 2.1865154318515034 -0.51078307147395341 0.80180414350200069 0.34215629527422314 -1.5523376696239433 1.210176248929413 4.0653996463010689 1.0000000180025095e-35 -0.86449023226567734 0.6190413382504959 4.2406324835638474 -0.66953833662245088
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 22 12 8 7 10 24 -9 -7 20 14 -14 15 -5 -17 -11 -19 -20 21 -12 23 -3 25 -4 27 -27 -28 -29
right_child=-2 2 5 4 -6 6 -8 9 -10 17 11 -13 13 -15 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 26 28 29 -30 -31
leaf_value=5.0854571980177778e-05 -4.4015087115264395e-05 -0.00010368667377697975 -2.7730170118507094e-05 -6.7158869334176284e-05 -0.00064825934584472936 -6.5063806135438225e-05 0.00050910619591819871 0.00027609634858285001 0.00011684980507760382 6.0201705028568406e-05 0.00065969393076558563 -0.00036956534582031301 -0.00015668335118666906 -0.0011301434642057293 -0.00047739016015961084 0.00044440517501294 -0.001085420267432002 -0.00020602425291736808 -0.00058960431261694402 0.0010523656491913042 -0.00042450560970784415 4.198773100044336e-05 5.4453064445666443e-05 -0.00090128321218544349 0.00035660039981088139 -8.6590968658731537e-05 1.3659272032978628e-05 -0.00017570101426374286 -0.0010507422936494634 0.00057711746443418234
leaf_count=24761 71586 1817 79682 1306 286 83846 341 1592 6766 7746 498 230 546 181 341 613 38 2956 60 130 150 353 34597 234 509 1568 37683 195 104 1216
internal_value=0 -0.00344383 -0.00899204 0.0303719 -0.133386 -0.016987 -0.0435612 -0.0463359 -0.000487184 0.042313 -0.061232 0.193142 -0.0844811 -0.383907 0.00292921 0.0809771 0.371045 0.00702075 -0.151718 0.638046 0.31868 0.422091 0.0456688 -0.177013 -0.00683694 -0.00868781 0.0269717 0.212569 0.0113605 0.497451
internal_count=361931 290345 265584 39959 3311 225625 97902 97561 127723 12484 85077 1231 3025 727 2298 1957 651 10892 3146 190 1001 851 36648 2051 120957 120448 40766 2979 37787 1411
shrinkage=0.000980392


Tree=4699
num_leaves=31
num_cat=0
split_feature=728 659 1057 1466 634 81 834 1047 827 155 507 690 500 73 501 1470 907 1121 1043 900 577 162 1251 1045 1254 527 691 1047 632 1311
split_gain=9.64352 13.3472 13.2175 14.6548 19.7796 16.5941 15.967 15.3087 15.2956 15.2509 16.3153 14.9231 14.9816 15.4949 16.7728 14.44 19.8128 15.3141 16.4463 14.543 14.3581 15.3934 19.0763 17.39 15.2342 14.6119 14.2546 14.3716 14.2086 16.3856
threshold=1.0000000180025095e-35 0.62821384419828064 1.0000000180025095e-35 -0.37810591844728791 -1.2155299795533572 -0.91333451057443116 -0.60494250889201373 2.6346259685590301 -1.1316860141787215 -1.1639115203100527 -1.0861700333034265 0.16154943203283842 0.39286471294044195 0.54419382472112121 -0.8290817983596519 0.24989265388625106 0.9313873816907895 0.14723995310657925 1.9774315201884745 -1.3047474005707185 0.49174072502200222 0.22514456772698888 -0.49289524192812001 -0.17428345617221752 -0.50108701063799466 0.86558768754863191 2.1516311091689517 0.49531563737167444 0.15862203765642266 -0.35520776740599419
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 26 11 -9 -10 -11 15 13 -13 -15 17 20 18 -7 -19 21 24 23 -23 -17 -24 27 -6 29 -21
right_child=-2 2 -4 4 6 7 -8 8 9 10 -12 12 -14 14 -16 16 -18 19 -20 28 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00056627655104844233 -0.0012125973601121171 -0.013341306816082124 0.00090942742714354664 0.030733661823921191 -0.0038870341527454167 0.0084138278940422331 -0.0090547800186386255 0.067551388057256523 0.076643562355193359 0.085444496177494278 -0.0018993570212245182 -0.0040450749301452552 -0.015231057336189817 -0.059342342409644713 0.022445972745249843 -0.0053659706679822262 0.036989334147953329 -0.061015175945612281 -0.034969122460865448 -0.025212043783336455 -0.015493588156042092 -0.010080411776055181 -0.044170675647700788 0.059544078830446857 0.030180100657960941 0.03530659041731208 -0.040850289267149419 0.011686952817191527 -0.019500583435593161 0.02552305653477124
leaf_count=211817 109090 1544 15868 233 2562 1795 9497 68 29 24 341 2624 1431 50 499 245 334 120 123 148 309 102 190 64 611 40 154 1085 660 274
internal_value=0 0.00401294 -0.0347194 -0.0680999 -0.11969 -0.00619695 -0.130451 0.0243262 0.411587 0.243366 0.0992896 0.00315561 -0.0919752 -0.0094562 0.343138 0.0917591 0.247819 -0.00918001 0.112341 -0.235573 0.135962 0.245749 -0.123323 0.397869 0.422946 -0.602705 -0.00264218 0.0223612 -0.159614 0.18204
internal_count=361931 252841 41024 25156 13531 11625 13298 10081 462 394 365 9619 4604 3173 549 5015 1895 3120 1918 1202 1561 1252 396 166 856 230 3801 3647 1082 422
shrinkage=0.05


Tree=4700
num_leaves=31
num_cat=0
split_feature=785 713 519 728 869 921 783 791 861 1367 507 813 727 382 789 1443 648 704 1374 732 1002 1270 528 651 575 592 924 978 1384 1324
split_gain=19.765 15.1611 14.7856 20.8659 22.8027 23.8636 36.1087 22.3849 28.2166 30.7755 20.8275 18.9362 18.7018 22.4912 19.3302 18.5529 18.2492 19.1258 18.0181 19.4262 18.6079 18.6028 18.0168 18.0049 18.1084 21.8135 17.917 17.8464 17.5235 17.4987
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 0.65809631222906606 2.1641256470006294 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.593744732512876 1.8166789435549495 -1.1956137993399691 -0.66177662735578835 3.2946899365908435 1.0000000180025095e-35 0.34616208652689945 1.0000000180025095e-35 1.1107569744011787 0.68932268642900596 -0.59494694347224619 1.8999064755685127 2.6375975511520715 -0.53342496023365138 0.52797378321610255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 7 -7 11 -9 16 -2 18 -4 14 -14 -8 17 -10 19 20 21 -5 -11 24 25 -12 -6 -28 -23 -27
right_child=2 -3 12 4 26 6 15 8 9 22 23 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 28 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.00011346628839156169 -4.1754337836679745e-06 5.9515061443200674e-05 -3.7937925423699551e-05 -2.4949755165172627e-05 -7.595884912589516e-05 1.0797025442267024e-06 0.00026123313530495537 -9.2584096800855912e-05 -0.00026381925410172072 0.00047109445474422744 0.00031363764707354299 0.0001003471713899279 0.00022873079283465067 -4.08886916139971e-06 -6.3059472600777069e-05 -9.6876220080823234e-05 0.00021503789575307377 2.2823906861505681e-05 -2.6258744331881556e-05 -0.00056315836847298315 -0.00016940867791742574 -1.846123478197758e-05 0.0001105756133736555 -0.00015197388752470522 0.00046532852420704283 -1.8771496211650461e-05 8.8858232800469761e-05 -0.0011833680231153273 -0.00026703080966427993 0.00021685243404346137
leaf_count=3144 48652 26415 9447 24161 79939 18652 4219 11003 2108 1102 1682 3837 5244 5700 1127 840 2275 26217 52529 601 10772 2468 1381 1168 661 5048 5251 74 4242 1972
internal_value=0 0.0445245 -0.0164763 -0.0211747 -0.0313783 -0.0163254 0.0497567 -0.0284764 0.0167278 0.05001 0.0171099 -0.0482025 0.0377404 0.0905972 0.177322 0.210532 0.0269931 0.00919494 -0.055399 -0.0931498 -0.0875373 -0.0568365 0.277819 0.103822 0.135123 0.10822 -0.0672967 0.0739945 -0.170228 0.052127
internal_count=361931 29559 332372 310854 251671 166407 23711 142696 44086 33083 59183 98610 21518 12071 6371 5059 30600 28325 94773 42244 41643 30871 2483 10531 9363 8702 85264 5325 6710 7020
shrinkage=0.000980392


Tree=4701
num_leaves=31
num_cat=0
split_feature=785 516 451 506 564 515 789 564 921 728 651 485 710 513 583 581 911 689 902 290 768 776 21 799 1193 694 376 830 416 701
split_gain=15.3461 13.3001 21.2666 47.55 25.2397 22.128 21.0963 20.3103 18.337 35.2769 36.2089 29.2526 28.75 26.0815 38.9237 25.2135 29.4876 24.0455 23.8479 28.2762 22.3633 21.9836 22.7259 21.673 21.6128 21.496 21.1277 21.0877 20.1214 20.0119
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.1248358748350926 2.1518408528082529 1.0525743831388839 -1.3163276726681863 1.1107569744011787 0.32122098048435449 0.88013663730638159 1.0454229551509682 -0.55326332990463356 1.0000000180025095e-35 0.77693903076620996 -0.64429193114355554 -0.204299180748722 1.514851825702467 1.0947458759337851 2.5659293755304176 -1.0798509198017876 1.0000000180025095e-35 3.7217432733790368 1.8469783047671671 -0.5514799173923951 1.8759508015093831 0.38937705217797941 -1.2451390148436692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 8 -8 9 10 11 23 21 18 -15 16 29 -13 -11 -20 24 27 -23 -3 26 28 -21 -10 -19 -16
right_child=1 6 3 -5 -6 -7 7 -9 12 13 -12 17 -14 14 15 -17 -18 25 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.9841344959996983e-05 -5.1528144653343522e-05 0.00012197129092320004 0.00029896082538198837 -2.2553854046157694e-05 -0.00015117120816319029 2.7084568939876768e-05 -7.9119905476350135e-05 0.00021342677462331714 8.2545144886873512e-05 -8.0731437794715326e-05 -0.00017151555371110386 -1.1943066528954215e-05 -0.000127657932275547 -8.9412653873013586e-05 -0.00039137229438961074 1.9943910302363733e-05 -4.410288907020137e-05 0.00020419135617671884 -2.2463435288346341e-05 -0.00019557565199866474 0.00050864620804938455 0.0012382385264911734 -0.00093142110911893382 -8.0339797698106372e-05 0.0020159105213534388 8.3067709886199733e-05 0.00018366953103294417 0.0003600370196349213 0.00047175761538456015 0.00027401262021307075
leaf_count=29559 86094 5082 2736 10940 11199 29310 22622 1102 18581 44386 2539 2261 3310 7410 228 10065 1905 2957 47959 900 672 29 232 5455 23 2799 2259 1368 2128 5821
internal_value=0 -0.0131779 -0.0324187 0.0561888 -0.0432447 -0.0317298 -0.00123884 -0.0648883 0.00803798 -0.00217236 0.0769997 0.107962 0.0656305 -0.0189943 0.0415651 0.09621 0.18365 0.190846 -0.0387087 -0.00554868 0.168344 0.0968926 -0.647366 0.0225815 0.0932931 0.247311 0.0775695 0.104187 0.327877 0.256693
internal_count=361931 332372 140279 13676 126603 115404 192093 23724 168369 144849 23221 20682 23520 121628 25429 18019 7954 10145 96199 51813 3854 20210 261 10537 3182 7884 3159 19949 5085 6049
shrinkage=0.000980392


Tree=4702
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 564 515 564 928 728 651 507 912 864 973 914 698 1431 470 1038 689 625 788 651 1452 1238 627 1247 1468 699
split_gain=17.0768 14.5467 21.1634 21.0839 47.6971 25.6757 22.1884 20.1399 18.5548 29.6179 29.3287 28.2597 24.492 23.8584 21.1893 22.5068 20.9107 20.2238 19.6024 19.2686 19.054 20.3349 18.0571 22.3841 26.2629 18.4359 21.2288 17.9295 17.9247 19.982
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.8264116105874431 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.0941628986121894 1.4915456331499788 0.72275257928592751 0.84874543308613937 -0.20113678851527941 -1.7367869709315968 1.0099929608726099 1.0000000180025095e-35 1.5197873595272351 -0.64429193114355554 1.7841998677764634 0.38349571241217301 0.58396494997324677 -0.63504016340352343 -0.6968354641114346 1.4345588693328943 -0.76114766347539387 0.50871131412698856 0.071153870502645641
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 5 -5 6 -2 -4 13 10 11 14 18 19 15 17 -17 -10 -11 -3 -13 -22 23 24 -20 -24 -27 -8 29 -29
right_child=1 2 7 4 -6 -7 27 -9 9 12 -12 20 -14 -15 -16 16 -18 -19 22 -21 21 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=4.0537107531423586e-05 -5.439110549506108e-05 4.3285825160270851e-05 -8.3006147183409189e-05 0.00029572575937099235 -2.6031806247837704e-05 -0.00015491537572623164 -9.0172566371527209e-05 0.00017475370900776595 7.9559474767287501e-06 -8.9386796914282964e-05 -0.00017682163900669824 -4.6661283868549122e-05 6.2886373398585103e-05 -7.0216939579223188e-05 -0.00014050693834239558 -0.0001777029476877689 0.00021870023125758939 -0.00054813045188825368 0.0001143303240124945 0.0001895137298892112 0.00038174979001281224 -0.00024581985892064862 0.00013985470951811464 -0.00014933602600385301 -5.3505448912571243e-05 1.1759803153193251e-05 -0.00042823465468114767 0.00016024321774765686 -8.2843579529076345e-05 -3.8230349854535182e-06
leaf_count=29559 86094 42560 22268 2736 10940 11199 7152 1456 3210 38055 2089 761 12113 8102 2719 846 5274 466 5658 4575 2737 302 5744 7496 17938 7053 671 9804 4283 8071
internal_value=0 -0.015385 -0.00290723 -0.0354825 0.0526602 -0.046248 -0.0346461 -0.0666005 0.0063772 -0.011223 0.0702457 0.102172 -0.0289316 0.040129 0.0479346 0.093543 0.175654 -0.0462002 -0.0445353 0.060072 0.26242 0.337173 -0.0154341 -0.0448653 -0.0114504 0.0535528 -0.0242482 0.024726 0.0576983 0.0923945
internal_count=361931 332372 192093 140279 13676 126603 115404 23724 168369 113132 18404 16315 94728 55237 12515 9796 6120 3676 82615 47135 3800 3039 44560 31092 23596 13468 7724 29310 22158 17875
shrinkage=0.000980392


Tree=4703
num_leaves=31
num_cat=0
split_feature=785 885 1449 1455 539 1377 21 1002 988 572 1061 1004 1454 1467 893 921 1465 968 410 718 507 1218 694 1148 608 790 1386 930 891 499
split_gain=18.1172 15.2315 21.4273 28.9795 20.5035 20.0444 19.0433 18.6633 18.5204 18.3259 21.345 22.2523 18.8131 18.605 18.1307 17.6552 18.0105 19.7453 18.4385 17.0456 31.928 26.0325 25.5308 24.4375 24.4618 34.6422 24.5417 23.595 25.6491 22.7722
threshold=-0.86283290253235112 0.35018306414905159 1.2624102624837521 1.3837091346444212 1.0000000180025095e-35 -1.0606629817441902 -3.9164670491403295 -0.32459312438081372 -1.3820670939764912 -0.80326163028523578 -0.87357009987099121 0.59444477453878863 0.83666458647197584 3.0124991923077498 1.0000000180025095e-35 -0.24051307952136838 0.34472269851327814 0.73751860006930847 1.644349105518915 1.0159173274103563 0.65809631222906606 3.9048232315577729 1.2927572326739147 3.073785392405322 0.66665475971017707 1.8618223311409718 0.29810686548368953 1.0000000180025095e-35 0.24173653071813769 0.32606609528600677
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 5 -4 -5 -3 -2 8 -7 12 11 -11 -9 -12 -14 16 18 -18 -10 21 27 23 -22 24 26 -26 29 28 -21 -8
right_child=1 2 3 4 -6 7 19 9 15 10 13 -13 14 -15 -16 -17 17 -19 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.128238189379966e-05 0.00041555718904047256 -8.2238202137405793e-05 0.00015945627308465066 -0.00060551735589899102 1.3681487489540361e-05 -0.00041947495135324957 -1.3347679924945074e-05 0.00013070478852054764 5.8608067800871761e-05 -8.7498409419624459e-05 -5.5989536461493469e-05 0.00028462169332376703 -6.2965952479008931e-05 0.00040213816034314232 -0.00087724808528593268 9.863734051004583e-05 -0.00034334583823924467 0.00021715003711531158 -0.00044619656005581151 0.00011348753955911446 0.00027844991233704489 0.00030837598400095136 3.3170342282536105e-05 0.00019378512957898792 -1.9615442709133344e-05 0.00019448924109347255 -0.00010914107741031017 -7.1683637433853556e-05 -6.5344603798044661e-05 -9.5010214975769974e-05
leaf_count=29559 487 15640 7005 486 566 529 67548 5774 6487 1255 35202 1714 645 392 194 19027 1549 361 605 9958 3052 905 5188 2047 33291 3906 48456 21238 8084 30781
internal_value=0 -0.0162511 0.006864 0.113295 -0.227845 -0.00366285 -0.0275907 0.0106944 0.0563397 -0.0170043 -0.0358011 0.138618 0.0891201 -0.0514814 -0.218798 0.0632007 -0.0226559 -0.22393 0.0309833 -0.0286726 0.0103037 -0.0399174 0.133043 -0.0423506 -0.045747 0.00435057 -0.0622654 -0.0195684 0.0433457 -0.039762
internal_count=361931 332372 97431 8057 1052 89374 234941 73734 28558 45176 38563 2969 6613 35594 839 28029 9002 1910 7092 234454 47520 186934 8240 186029 183982 37197 146785 39280 18042 98329
shrinkage=0.000980392


Tree=4704
num_leaves=31
num_cat=0
split_feature=785 561 794 143 899 347 225 280 287 695 771 951 691 553 771 493 846 902 771 836 363 51 361 1048 82 1110 71 140 492 1258
split_gain=9.6667 10.834 15.1281 21.0221 18.7959 17.0642 15.4734 15.4591 15.026 19.3095 18.7521 18.6457 18.3827 17.0714 16.875 15.238 17.5826 14.9343 14.734 14.9619 14.6936 18.7351 16.517 18.4159 16.5721 16.2196 20.4957 21.0084 20.5168 20.1168
threshold=-0.86283290253235112 0.048699383522880162 2.2041218380651819 -0.10163564302357504 1.1219914327027658 2.07468990638435 0.57068074764894805 -0.1989081325292982 0.13565205745418882 0.19546048377036981 -0.8008569187346295 1.3034421516747583 0.71248104281819968 -0.2266830337253932 -0.43571479329167556 1.0671935845453369 -0.50194562529317188 -0.90489779771858025 0.45332690343899512 -0.40752895937895112 1.0814918599229595 1.0111847875080273 0.56414764025210451 1.3954443482597982 1.3705505489051635 0.16061826788292341 -0.68878185990600638 0.5688291842180333 2.2354694287902706 -0.33133162819770484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 4 5 8 -6 -5 9 15 -10 12 -12 -14 17 -4 -17 -11 -18 -20 25 22 23 -22 -24 26 27 29 -28 -2
right_child=1 -3 3 7 6 -7 -8 -9 10 14 11 -13 13 -15 -16 16 18 -19 19 -21 21 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0017681935932727462 0.0037464096277989817 -0.0012622631832972977 -0.019210807456584655 0.0040482816865387477 0.025829232304911479 -0.039118189534050607 -0.02863740327714516 0.017186423246090345 -0.020197088911742059 -0.016365199469467483 0.020676938079114221 -0.028461348474554057 0.01287158749746985 -0.041541449347522963 -0.0043214722195461996 0.041497378490046637 -0.042415458776360118 0.043798536530245548 -0.045614387858520559 0.08931960502218142 0.001096784734882337 -0.012875708021347097 -0.0077769018460088421 -0.015724635953107798 -0.045913322960516263 -0.0013635268928545929 0.0015314769107196377 -0.009263127109351987 0.011134317754194543 -0.0039939139945325995
leaf_count=29559 9672 134121 1573 2393 475 179 87 2091 357 95 1146 150 164 156 680 112 112 214 27 25 13808 3395 2941 1033 195 57342 80741 4933 3221 10934
internal_value=0 -0.00747932 0.00311081 0.0892584 -0.00863326 -0.0565383 0.373575 0.200561 -0.0307659 -0.144251 0.119534 0.214053 0.288203 -0.211913 0.119682 -0.290006 0.210184 0.578159 -0.343352 0.734446 -0.00175663 -0.0642597 -0.0356457 -0.00206277 -0.202306 0.00512763 0.0214029 -0.0410724 0.0374256 -0.00620969
internal_count=361931 332372 198251 10036 5552 4990 562 4484 4811 2838 1973 1616 1466 320 989 1849 276 309 164 52 188215 21372 17977 14841 3136 166843 109501 25539 83962 20606
shrinkage=0.05


Tree=4705
num_leaves=31
num_cat=0
split_feature=1430 1298 1469 44 1109 651 741 560 937 138 1303 349 1165 677 623 672 84 908 1050 752 1325 637 690 351 1292 1365 1148 746 1436 1317
split_gain=9.70622 17.0516 17.8653 20.9529 16.7225 16.2339 15.7852 15.7126 17.6758 22.0657 16.6119 16.8342 16.2184 16.3934 15.6554 15.9456 16.5872 18.8273 17.4877 15.6371 15.6098 16.3882 16.0551 16.3394 15.4509 26.3588 23.6618 21.7904 23.8646 21.9143
threshold=0.54622893720785959 1.0000000180025095e-35 -1.2201123333327371 2.9961381378242353 -1.3366076229747752 1.1107569744011787 2.8718069931529517 1.6590601587821199 1.0000000180025095e-35 -0.51050133973651357 1.0000000180025095e-35 -1.1829564687999345 1.3191536925754261 0.66908448271462528 1.57101675417829 -0.65546635319905777 -0.19565065481312804 0.45423248698461299 1.8595742541035241 -1.385907308364305 -1.5169234499385997 -1.2224836911413843 -0.038287499062829931 2.2105119054622056 1.0000000180025095e-35 -0.42638832581415231 0.85514867284464147 1.0000000180025095e-35 1.0000000180025095e-35 -0.53060280466325505
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 10 12 11 -2 13 -10 15 -7 17 -17 -18 -14 -15 -22 23 -23 25 26 -4 -27 -29 -30
right_child=5 -3 24 -5 -6 14 -8 -9 9 -11 -12 -13 19 20 -16 16 18 -19 -20 -21 21 22 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.017477476301718444 0.016405411276763062 0.0002319095979084072 -0.011618880159077527 -0.039577802692605239 0.0043089612530395772 -0.0082344391365026005 -0.026479871271742839 -0.0037220130034823808 -0.010768761260717402 0.0019325681326570979 -0.00043176371994683397 0.0040182039033481304 -0.012127914330179379 0.073422437474109592 -0.040632972151915407 3.3758260837944876e-05 0.0039285096587204785 -0.019057690697312307 0.042805570377241198 0.018297158027665888 -0.041730314773663076 -0.013831111422011867 0.020064604635986274 0.074899374024807161 -0.00070032141480799368 -0.0043323058530628815 -0.0012018022721830323 -2.3652178002095007e-05 0.033987146369494244 0.0048974232537503425
leaf_count=567 1402 152207 17775 162 9446 4050 415 6254 5657 14591 11750 31530 393 34 175 2333 3654 1029 135 619 117 439 448 22 46295 32677 5599 10831 466 859
internal_value=0 -0.0108317 -0.0345215 0.0539025 0.0660971 0.0171874 0.0293789 0.0313147 0.0415343 -0.0122934 0.0663041 0.0907194 -0.115963 -0.159061 -0.0618956 -0.0526237 0.0114251 -0.109618 0.108364 0.1574 0.0857422 0.0349787 0.122833 -0.173101 -0.0455135 -0.0755098 -0.162754 -0.0394352 0.038463 0.312591
internal_count=361931 276884 124677 10175 10013 85047 73671 73256 67002 22320 44682 32932 7729 6717 11376 11201 7151 3362 3789 1012 1060 1026 909 461 114502 68207 23374 44833 12156 1325
shrinkage=0.05


Tree=4706
num_leaves=31
num_cat=0
split_feature=785 885 21 1457 1468 1464 1460 21 1457 756 426 1240 838 723 909 609 1383 1445 1044 1459 1450 461 1463 1463 897 1455 768 710 485 1173
split_gain=23.9359 16.4586 21.2389 20.9589 20.6452 22.7417 34.5794 25.0844 26.9575 20.6432 19.9785 20.2477 20.3318 19.8703 27.466 21.7428 19.5376 19.5313 20.1899 19.1061 28.2713 26.4282 22.329 20.6507 20.2498 19.3014 20.1045 19.0533 18.9386 19.5083
threshold=-0.86283290253235112 0.35018306414905159 -0.70163543588998201 4.7787224532167558 2.3011637109198864 0.28596086599967491 0.9504607190545632 -0.89074317784588486 4.5199230557608798 -0.18794170858287426 -0.9167622850321212 1.3470351011300219 -0.75690997671246296 -1.0570063487222232 1.9243274649644626 -0.93177752141597858 -0.70818875991762076 1.6380901172106308 1.3933475885362607 -0.50282768380134069 1.0705616865759604 1.4586326671195671 -0.02432504473031508 2.2766972579015441 2.4405278555366361 0.08952809128001836 0.38369504871502907 -0.46738648801962018 0.43927968884894303 -1.4042769540818687
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 17 -2 6 7 8 -6 -7 -4 12 -12 14 28 16 -15 -3 -19 21 23 22 -17 25 -23 26 -21 -18 29 -14
right_child=1 3 10 -5 5 9 -8 -9 -10 -11 11 -13 13 15 -16 19 27 18 -20 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.7318811467466176e-05 -5.6046760101545843e-06 1.0717935874231116e-05 -0.00011170478709489921 0.0004499677504554743 0.00056887926246122062 -0.00037210877153702189 -0.00038626568265507245 -0.00017668672322227624 -0.0012880998430075056 0.0001466350377675836 8.826835108992204e-06 4.1261008740269837e-05 0.0003462083210211324 2.0743302044936823e-05 0.00030278562629869788 -0.00020195186301660652 -0.00038139861704423534 -8.398143463552788e-05 -0.00057142562912761922 -5.3613508070884033e-05 0.00016882802115155809 8.7098984598452776e-05 -5.0746431739373634e-05 -0.00048419348376431317 0.0015610183568825341 -0.00012822948652314205 9.6555807999607339e-05 -0.00013329748678837599 8.7605851393081957e-05 -9.6648763489236216e-05
leaf_count=29559 69525 88864 26536 426 1491 857 326 384 36 1117 27688 14006 564 2748 1216 14577 4067 7283 858 15908 3142 2114 9114 584 46 10785 7313 4886 4989 10922
internal_value=0 -0.0187145 -0.0304895 0.00530739 0.00552757 0.164692 0.31331 0.425021 0.534681 -0.0363427 -0.0455916 -0.0349665 -0.046003 -0.0637506 0.00415131 -0.0823347 -0.194069 0.0028936 -0.124724 -0.0665944 -0.0324514 -0.118235 -0.143726 -0.053628 0.122154 -0.0456933 -0.00663541 -0.253535 -0.0224903 -0.076909
internal_count=361931 332372 234941 97431 73736 4211 2237 1911 1527 1974 161205 134669 120663 92975 17691 75284 11701 97005 8141 63583 37732 25851 23691 34590 2160 34006 23221 8953 16475 11486
shrinkage=0.000980392


Tree=4707
num_leaves=31
num_cat=0
split_feature=785 727 728 647 590 771 1431 570 1421 747 907 145 82 351 1117 784 834 1391 792 222 1145 905 840 774 1386 285 414 958 1323 1110
split_gain=22.7332 17.9154 16.3681 17.8926 36.655 17.2709 17.658 16.6442 16.3699 16.5616 16.3042 16.73 16.2871 16.0421 15.6285 15.1714 20.1668 17.3708 15.8373 18.1654 16.4559 17.9814 14.7863 19.5443 18.1457 17.0974 19.2693 19.285 18.4862 17.5214
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.4820751525130569 1.0099929608726099 -0.4998781572545779 1.0107116206971127 0.34871943973277292 3.0421924527387119 -0.98357086087459589 1.107433824845671 2.0347385979342092 -1.2591097148690287 0.9594655836162902 2.0067093971915173 -0.30733824769869283 -0.87246257202899724 -0.028966948327746499 1.0000000180025095e-35 0.58609698153929835 0.12652121915609915 1.5317718715476969 0.36062255767865864 -0.25444835547075345 0.31385964435604258 1.313041538630376 0.3991137131398087 -0.51232236646714169
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 13 6 -2 8 9 10 12 -12 -5 15 -6 17 -17 -4 20 -20 -19 -22 24 25 -9 -24 27 -27 -28 -29
right_child=2 -3 3 7 14 -7 -8 22 -10 -11 11 -13 -14 -15 -16 16 -18 18 19 -21 21 -23 23 -25 -26 26 28 29 -30 -31
leaf_value=-6.0253262818680123e-05 -4.3825968602371393e-05 4.9076586713931137e-05 -0.00021466275436683087 -4.6407016253841878e-05 -0.00069966500622847491 -0.00018247819766996367 -0.00010358268126110425 -5.9850099294596082e-05 -0.00025229642367132225 9.4758920485868561e-05 -0.00060052783648767752 0.0009544177140004608 -0.00023605324183123124 -0.00095533661460116292 0.00035927740249405628 -0.00044422530496289768 0.0014211631264949961 -0.00044428744023669109 -5.5195464772229155e-05 0.00045369512090985033 -0.00011504986770076049 0.0012946275956462962 -0.0001245099164161311 4.6252101215924711e-05 -0.00018830416020638649 -0.0003834390391406417 1.0749186633193586e-05 -0.00086183950299901254 -0.00033414070149793528 0.00051028738866977367
leaf_count=12551 192584 17008 1503 21561 93 5440 34413 27786 2973 4074 60 189 3380 152 1291 782 29 522 676 898 191 68 9022 1955 11490 6847 2375 114 1599 305
internal_value=0 0.0004526 -0.0649896 -0.0938312 0.0293246 -0.0553617 -0.0523731 -0.103679 -0.0567851 -0.0400258 -0.0669846 0.59634 -0.0735318 -0.0868667 0.318129 -0.0636636 -0.369968 0.00158509 0.127448 0.256063 -0.181616 0.335973 -0.129662 -0.18067 -0.0966827 -0.205522 -0.275488 -0.359057 -0.13538 0.224637
internal_count=361931 29559 332372 99935 6205 232437 226997 93730 32237 29264 25190 249 24941 4821 1384 4669 811 3858 2355 1574 781 259 61493 22217 39276 20262 11240 7266 3974 419
shrinkage=0.000980392


Tree=4708
num_leaves=31
num_cat=0
split_feature=1078 596 1106 5 349 671 1037 285 1028 1162 968 620 580 800 903 21 7 765 1106 1035 1108 775 699 428 1 1421 382 209 765 488
split_gain=9.71336 12.338 16.7776 13.0798 14.9704 14.009 12.3006 16.2325 15.7121 18.7965 17.5959 15.6331 15.0346 15.3294 15.2396 14.9306 14.7294 16.6957 14.7134 14.4832 20.5298 17.3285 17.79 18.5816 16.9615 15.3629 14.7129 14.4298 14.3335 18.2879
threshold=1.0000000180025095e-35 3.0920830256423057 0.53421997966798396 -0.73174841650222255 0.12105976533034352 0.66766422009387627 -0.1486714295779763 0.84478328364439681 -0.35861621905537377 3.334899416639062 0.57339801914766386 0.88084169889549835 0.89899322372093049 0.99627618349965741 -0.40300288093179942 1.9458729514926574 1.3921985971744182 -0.55464391940184077 2.9929551452626453 0.57309384127303697 0.3548311895442276 -0.012997983398221048 0.010633805681770806 0.28754619447503038 -0.5523627814320331 1.0107116206971127 -1.0000000180025095e-35 -1.210963812334414 0.63426779486423401 2.9515902317371174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -5 8 15 9 12 -10 -9 14 -14 28 27 18 -18 -12 -16 -21 25 -23 24 -24 -22 -27 -8 29 -2
right_child=1 2 -4 4 -6 -7 7 11 10 -11 16 -13 13 -15 19 -17 17 -19 -20 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=5.0685699000104089e-05 0.0014051698774258275 -0.046482289340109194 0.043172819920118614 0.039540631496722649 -0.032233579853892469 -0.058299128313097137 -0.011833015001418222 -0.0072050432007245511 0.0042596320539638206 0.070808912856508185 -0.0076305481006951328 -0.027059291994807579 0.0038785148911791435 0.044260130422706163 -0.0059339988738506726 -0.020463343404420267 -0.024285671272877563 0.035266441649223094 0.07504803200243669 -0.030383295550584291 -0.032128724390273804 -0.010547252043512459 -0.058016958480922642 -0.0087767872232890638 0.11471832222333066 -0.057974255723695613 0.13892506699816315 -0.00088119353958559545 -0.013457972157572384 0.045134339475182306
leaf_count=290345 6540 73 162 158 82 22 2764 5453 14019 48 4082 898 1601 222 7358 599 131 282 27 1371 409 166 29 72 103 22 20 23125 1578 170
internal_value=0 -0.0325763 0.319569 0.00652386 0.229917 0.56891 -0.0359864 -0.0718534 -0.00228352 -0.0672312 0.0438303 -0.197984 -0.0730484 0.181438 -0.100277 -0.0457465 -0.094835 0.381474 -0.138708 -0.179986 -0.39901 0.0181018 0.503929 1.15928 1.86196 -0.435379 1.38727 -0.0356902 -0.00273214 0.0583054
internal_count=361931 71586 497 335 262 180 71089 32839 38250 19709 18541 6351 19661 1823 17838 26488 4522 413 4109 9550 2192 821 370 204 132 451 42 25889 8288 6710
shrinkage=0.05


Tree=4709
num_leaves=31
num_cat=0
split_feature=890 407 1166 733 553 21 1469 115 1468 1464 1454 1464 831 1470 775 1252 254 785 73 910 475 705 769 968 622 1449 1452 1464 1469 1449
split_gain=17.9862 21.4009 20.0032 19.9301 18.6567 18.4228 25.1558 23.797 22.9898 24.4455 37.3985 28.0769 21.9312 24.2418 18.6447 22.7685 24.6034 18.6052 21.6922 21.9525 34.3444 19.0125 18.4466 18.6922 18.2927 18.743 23.2788 33.9883 25.4899 35.8676
threshold=-1.0182342416987082 -1.2965003005540392 -1.2508507625752519 2.3938204998800492 -0.91114433608537004 -0.32341995197817647 -1.1847055095685743 1.3947035982071894 0.22012251894583709 -0.31497481326640125 -0.82542789839051101 -0.35420951184865751 0.7352422090975943 -1.1298860701531226 2.9033023204425805 0.12628790474491045 0.52656206759154367 -0.86283290253235112 -0.70848728118401738 -0.76291825690817439 1.0000000180025095e-35 -0.039298322849005467 1.0560431585626431 0.76805266163612618 2.6067863363004133 0.97433572715759287 -0.65132818563672934 -0.37637186885837554 0.79414252969518218 0.47799573524751798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 6 -4 8 24 11 -11 -10 17 -14 15 16 -9 21 -19 20 -20 -7 -17 -24 25 26 27 -8 -28 -30
right_child=1 2 3 -5 -6 12 7 14 9 10 -12 -13 13 -15 -16 22 -18 18 19 -21 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-4.2979985504650484e-05 -6.1750519858497311e-05 0.0001252881309649014 0.00015125816822356451 -0.00012985027371723132 -0.00010743197980224206 -6.8946167540902227e-05 0.00035443632261926666 -0.00042730707202961364 5.0963216806291012e-05 0.00062697530844355509 0.00014293410437573171 -0.00053252430517278812 -0.00013417176658589772 7.0079730821497819e-05 0.00081263788230625004 -7.5396269183235931e-05 7.0972094540654464e-05 3.1186734072798901e-05 -4.4599362851956297e-05 -6.1114214116449869e-05 0.00020765856259936119 0.00011003956361836051 0.00067692901800480202 -0.00072536433692321517 -0.00040820364769313897 -0.0001273328615054641 4.3321451479668437e-05 1.8089027886751209e-05 -0.00017855109449152926 0.00046469775640831297
leaf_count=96477 36838 2338 7823 7172 16179 3743 2350 2196 5004 803 6589 490 2886 26520 91 1917 754 23073 7873 62906 4135 10303 339 66 643 3703 19123 3397 5772 428
internal_value=0 -0.00323837 0.00392631 0.00943267 -0.077451 0.0127923 0.0452295 0.0264076 0.0409457 0.121027 0.200416 0.00293489 -0.001113 0.0509918 -0.130206 -0.152102 -0.297474 -0.0158357 -0.0267936 -0.0457882 0.0443504 0.060335 0.0283427 0.480917 0.0109286 0.0170827 0.0356803 0.16123 0.00522113 -0.12831
internal_count=361931 265454 228616 210099 18517 202927 61488 53665 48302 12886 7392 5494 141439 29406 5363 5272 2950 112033 97987 74914 12008 14046 2322 405 35416 34773 31070 5747 25323 6200
shrinkage=0.000980392


Tree=4710
num_leaves=31
num_cat=0
split_feature=785 713 516 789 451 506 564 515 564 928 728 651 507 912 864 973 914 698 332 75 1431 1038 1118 867 1469 689 625 1247 1468 699
split_gain=19.2865 15.4986 14.7494 23.5474 21.9615 49.0915 26.6201 22.7572 19.2802 18.9602 27.9772 29.0711 26.8461 25.4402 23.5126 20.9521 22.0009 20.9939 20.8105 24.8947 20.2879 19.8125 19.7274 19.5421 20.5652 19.2312 20.599 17.8098 17.9039 19.9241
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.8264116105874431 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.0941628986121894 1.4915456331499788 0.72275257928592751 0.84874543308613937 -0.20113678851527941 -1.7367869709315968 1.0000000180025095e-35 0.85790627443505174 1.0099929608726099 1.5197873595272351 0.64129780657225999 0.28334438689989794 1.2347607809825396 -0.64429193114355554 1.7841998677764634 -0.76114766347539387 0.50871131412698856 0.071153870502645641
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 6 -6 7 -2 -5 14 11 12 15 18 21 16 20 -18 19 -12 -11 -4 23 24 -21 -14 -27 -9 29 -29
right_child=2 -3 3 8 5 -7 -8 27 -10 10 13 -13 25 -15 -16 -17 17 -19 -20 22 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00011816052146059672 -5.823445375093516e-05 5.6558554039483978e-05 4.03691707420454e-05 -8.9362837211266896e-05 0.00029743476364812722 -2.8929845998923161e-05 -0.00016058059104660883 -9.2632321925337519e-05 0.00016261683571045779 5.2320451448852802e-06 -6.2274214522828138e-05 -0.0001809378288052187 -5.7295895342297487e-05 6.2024895106065035e-05 -7.1950780254692468e-05 -0.00014347286638010496 -0.00018332536321536588 0.00021338353426955697 -1.5820184079203653e-05 -0.00013875738175084823 -0.00055109009384458278 0.0001886056662695815 9.9853062231949727e-06 -0.00054917088668542927 -0.00073915963715210265 0.00037279899691372868 -0.00025782459197487735 0.0001570533600856387 -8.570307887830523e-05 -6.6737143734144292e-06
leaf_count=3144 86094 26415 42560 22268 2736 10940 11199 7152 1456 3210 32177 2089 761 12113 8102 2719 846 5274 43211 3295 466 4575 1528 1913 491 2737 302 9804 4283 8071
internal_value=0 0.0413125 -0.0189393 -0.00637878 -0.0391577 0.0507542 -0.0501329 -0.0383245 -0.0734936 0.00341508 -0.0143662 0.0647539 0.0965192 -0.0315738 0.0375239 0.0436893 0.0890142 0.170137 -0.0474666 -0.0934155 -0.0490655 0.0573129 -0.235501 -0.314317 -0.211258 0.252588 0.327677 0.0217749 0.0546147 0.0892707
internal_count=361931 29559 332372 192093 140279 13676 126603 115404 23724 168369 113132 18404 16315 94728 55237 12515 9796 6120 82615 39404 3676 47135 7227 5699 3786 3800 3039 29310 22158 17875
shrinkage=0.000980392


Tree=4711
num_leaves=31
num_cat=0
split_feature=785 728 647 590 852 1238 140 1077 968 909 850 637 1257 1452 625 899 422 570 804 902 427 1467 15 909 447 900 765 901 1035 1246
split_gain=18.5547 14.9453 17.5959 36.8856 17.4362 23.9565 23.5782 20.3242 19.0659 19.0972 19.2308 21.368 17.407 18.3012 17.2879 22.2152 20.4483 17.0749 17.0114 16.9037 16.7943 16.6421 16.5909 18.3969 17.966 18.9077 17.7223 17.4356 19.7357 17.163
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.17334222901426247 1.8790564127931246 4.2406324835638474 2.0084989127880917 2.2320253790698321 0.6190413382504959 1.3488123816161586 0.68889570123331034 0.075388382208316021 1.3252658997982083 2.0087054795827788 2.3249880148596573 -0.4998781572545779 1.3537602816678871 2.0947916829856985 -1.0088624256762662 3.2089320700182484 1.9016026118134437 -0.21963219460843428 0.59972846529787971 0.41331674494487913 0.57148697826932571 0.80839247424455241 1.322839906388789 -1.1275752352374568
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 19 6 7 8 9 -6 11 12 -11 -14 15 20 -16 22 -8 21 -7 -2 23 -4 25 26 27 -25 -29 -26
right_child=1 2 17 -5 5 14 18 -9 -10 10 -12 -13 13 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 24 29 -27 -28 28 -30 -31
leaf_value=4.0853953534393483e-05 -3.1123002775258654e-05 -3.9796211169594136e-05 -7.9649927852681334e-05 0.00036042359878648542 3.51871414571725e-05 -0.00021125832882397746 -0.00024492614692499709 -0.0010321376047426238 0.00022849149869497121 7.5188423761284078e-05 0.00040910222431298437 0.00075787297326267036 -0.00098344504217940309 0.00028353564744478313 -0.00028461673577804305 0.00028396060320509377 0.0012875250705508584 -8.0307362812008954e-05 0.00014492025949882186 7.6983447710680925e-05 -1.5970588263345586e-05 0.00014828483045656031 0.00025886309838280572 -0.00024400533227442335 0.00084397966445301259 0.00012996125225351048 9.5439243620584608e-05 4.2877328475787507e-05 0.0014423950322641835 0.00015721377842007911
leaf_count=29559 147599 4821 17664 1384 43567 3582 2160 89 2625 664 1127 131 181 68 2590 1053 37 61493 639 8293 15700 2332 1214 3705 177 3736 2270 780 76 2615
internal_value=0 -0.0174392 -0.0453484 0.0776992 -0.00821813 0.0196599 0.0438127 0.0548584 0.0566384 0.046138 0.237995 0.0202102 -0.107426 -0.604642 -0.0472739 -0.0260499 -0.254571 -0.0552637 -0.152214 -0.0225464 -0.0457923 -0.0283471 -0.00725824 -0.0200939 0.04604 -0.00279201 -0.0852507 -0.177444 0.171434 0.214383
internal_count=361931 332372 99935 6205 232437 74213 51251 48452 48363 45738 2171 1044 913 249 22962 20335 2627 93730 2799 158224 19282 149931 32237 31023 13359 10567 6831 4561 856 2792
shrinkage=0.000980392


Tree=4712
num_leaves=31
num_cat=0
split_feature=21 1462 915 497 1246 1449 840 1122 1085 884 979 759 1248 1341 156 69 693 13 1388 488 1104 703 493 490 771 708 281 419 1030 740
split_gain=9.86844 10.4796 10.1796 15.811 19.0183 18.8371 17.2276 16.2731 16.0263 16.5802 16.0125 15.99 16.2465 15.8887 15.6974 15.2572 16.3551 15.7184 15.3433 14.7324 15.3953 16.5611 16.3738 15.647 17.3581 18.3182 16.9978 15.3057 15.6046 19.6184
threshold=-3.2545899522946695 0.64216061943476632 0.35539985303639915 0.88162949062981111 1.1923027304460134 2.6682367991512277 -0.16413519133364771 -0.79428176187249677 0.65345832377966362 1.6560630477055389 0.56434064245784332 0.92208863382617323 -0.77850806309046749 -1.0256458518869165 3.4112630944961309 1.7031312672119647 -0.038823445884877399 0.69415122068638457 -0.042715134491510674 1.8432030650944766 1.0017638149620951 -0.80836569060908625 2.6616188143209736 -0.25702008955520833 -0.5373195586323235 1.9847308259321137 -1.032454135459701 -1.6111718141077385 2.2767728968969565 0.66719174563581007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 13 11 8 -6 9 -7 -9 19 -13 -5 15 17 18 -15 -17 20 21 -4 23 26 -25 -26 -22 -21 -29 -30
right_child=2 -3 3 4 7 6 -8 10 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 27 22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.024790557264429382 3.8955605766323369e-05 0.018597399307829384 -0.011011589866234708 -0.010825638525570253 0.018105972075193721 0.017784748906168067 -0.0045445554335016101 -0.026739985647894978 0.051936767392085838 -0.06531642496996827 0.0068780905963908394 -0.010304494119384461 0.0048917881131650817 0.0018193527547346836 -0.032344110604814728 -0.01962242507443171 0.04258685745660281 0.013201594981692159 0.034246565842774558 0.04150886563071407 -0.022761439062679505 -0.0040601882796289096 0.050439932668220167 0.0098116869829656742 -0.01431053917883281 0.023209062911674461 0.012953785770840113 0.0054866093130571322 -0.032682208878761519 0.024792505207321028
leaf_count=89 285873 627 8219 1075 218 560 512 939 152 37 293 1729 6894 6766 181 182 269 2010 112 129 294 35630 93 1208 2188 226 1834 2953 540 99
internal_value=0 0.268232 -0.00522527 -0.0320189 0.0444216 -0.0498751 0.223718 -0.234071 0.447144 0.258113 -0.357827 -0.0572073 0.0471356 0.0755542 0.103128 0.114737 0.47541 0.0909089 0.0803882 -0.0739642 -0.0863298 -0.103294 0.0382578 0.0189319 -0.0928976 -0.211022 0.182403 0.077235 0.0431112 -0.367903
internal_count=361931 716 361215 75342 12045 63297 1261 1450 749 597 1232 62036 8623 10595 9520 9339 563 8776 294 53413 49692 43849 5843 5750 3622 2414 2128 3721 3592 639
shrinkage=0.05


Tree=4713
num_leaves=31
num_cat=0
split_feature=785 728 885 1457 1377 429 1002 1450 988 3 1312 990 496 1061 314 718 507 1218 694 1148 608 790 930 692 635 1386 906 1390 770 962
split_gain=20.5973 16.1216 15.6528 20.8812 19.7884 17.9372 18.5901 20.6563 20.0732 18.191 20.1836 18.0581 21.1427 19.5152 19.6468 17.8564 31.2313 27.1239 26.0452 23.8078 24.9486 34.3625 22.9382 25.8363 22.5047 22.0117 22.3876 24.9011 21.9459 20.5167
threshold=-0.86283290253235112 -0.90320472132347296 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.8135161108862325 -0.32459312438081372 -0.34557539116087493 -1.3820670939764912 0.17707551726593593 -1.0251067626057371 0.22046490535518015 -1.677274870295697 -0.87357009987099121 0.6062769843598137 1.0159173274103563 0.65809631222906606 3.9048232315577729 1.2927572326739147 3.073785392405322 0.66665475971017707 1.8618223311409718 1.0000000180025095e-35 -1.534747940352488 1.5133232492243236 0.37625148072740094 -0.88334857531044364 -0.93523728510198822 1.2195416972384394 0.78457125397875782
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 4 -4 -6 8 11 -7 10 -9 -8 -13 -14 -15 17 22 19 24 20 25 -22 23 -17 28 26 27 -2 -18 -27
right_child=2 -3 3 -5 5 6 7 9 -10 -11 -12 12 13 14 -16 16 18 -19 -20 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00011401440345266224 0.00019393537381637313 6.0893998206200343e-05 -7.0472642656025102e-05 0.00045046717606306942 -0.00030715385427724991 -0.00041394143891808604 -0.00012732362398823558 -0.00038885680653980205 7.025832100131314e-05 0.00010148570988143031 3.032113271020716e-06 0.00099336952775423031 0.00026145788613304665 1.01735036246131e-05 -0.00020253005981992541 -9.5213988973925388e-05 0.00038633049380766121 0.00031500280503507424 3.1668573150360135e-05 0.00019070657353867081 -1.9247006669053239e-05 0.00019398241002778171 -6.9729107666682925e-05 9.8536981236766678e-05 -0.00038878503992696278 -7.9035308421838366e-05 -6.0371323343542522e-05 -1.4256136768478994e-05 -0.00023339536229630934 -0.00020913230066038356
leaf_count=3254 4033 26305 17071 426 1149 562 9317 685 29923 10563 14123 130 1068 9704 2710 5886 2550 909 5201 2047 33344 3907 21278 12205 222 31716 82246 15523 298 13576
internal_value=0 0.0450557 -0.0171588 0.00627524 0.00386558 0.0176008 0.0209677 -0.00563342 0.0648151 0.0368972 -0.0145413 -0.0545932 -0.002573 -0.0102055 -0.0362449 -0.0286578 0.0112026 -0.0401542 0.132425 -0.0426353 -0.0459774 0.00461006 -0.0183334 0.0436177 0.284644 -0.0626274 -0.0423657 0.0316532 0.333366 -0.111375
internal_count=361931 29559 332372 97431 97005 79934 78785 48300 30485 25371 14808 22929 13612 13482 12414 234941 47640 187301 8271 186392 184345 37251 39369 18091 3070 147094 101802 19556 2848 45292
shrinkage=0.000980392


Tree=4714
num_leaves=31
num_cat=0
split_feature=785 713 516 451 506 564 515 789 564 928 728 651 507 912 864 973 914 698 332 75 1431 1038 1118 867 1469 689 625 1247 1468 699
split_gain=18.6333 13.8689 13.7594 20.5863 47.4392 25.3239 21.7427 20.5624 19.4377 18.1543 29.4719 29.3476 27.842 24.6281 24.2268 20.846 21.9203 20.6795 20.2067 24.8241 20.1944 19.8248 19.7371 19.4839 20.5263 18.9704 20.2505 17.8212 17.9661 19.7714
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.1248358748350926 1.8264116105874431 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.0941628986121894 1.4915456331499788 0.72275257928592751 0.84874543308613937 -0.20113678851527941 -1.7367869709315968 1.0000000180025095e-35 0.85790627443505174 1.0099929608726099 1.5197873595272351 0.64129780657225999 0.28334438689989794 1.2347607809825396 -0.64429193114355554 1.7841998677764634 -0.76114766347539387 0.50871131412698856 0.071153870502645641
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -2 9 -9 14 11 12 15 18 21 16 20 -18 19 -12 -11 -4 23 24 -21 -14 -27 -8 29 -29
right_child=2 -3 7 4 -6 -7 27 8 -10 10 13 -13 25 -15 -16 -17 17 -19 -20 22 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00010827333544610783 -5.4407047617030764e-05 5.7382529961369562e-05 4.1618673527167443e-05 0.00029382250407570615 -2.7108473186110993e-05 -0.00015434655138123109 -9.0669088107386765e-05 -8.2954736930402733e-05 0.00017028991878052243 8.4576618010679254e-06 -5.9892457336619369e-05 -0.0001781814485838456 -4.8393835352752285e-05 6.2140924170616714e-05 -7.2679228294047213e-05 -0.0001399505682582975 -0.00017820521683884215 0.00021622808492823223 -1.4460505863177257e-05 -0.00013656043759214054 -0.00054767110931963462 0.00019000283175348609 1.2649608728493843e-05 -0.00054693236798191163 -0.00073742501468178963 0.00037923709257284863 -0.00024725064228261074 0.0001590592802468964 -8.3915890490854773e-05 -4.1828784138378322e-06
leaf_count=3144 86094 26415 42560 2736 10940 11199 7152 22268 1456 3210 32177 2089 761 12113 8102 2719 846 5274 43211 3295 466 4575 1528 1913 491 2737 302 9804 4283 8071
internal_value=0 0.043063 -0.0161933 -0.0357458 0.0513617 -0.0463893 -0.0348637 -0.00405322 -0.0668551 0.00510226 -0.0123145 0.0689887 0.100947 -0.0299856 0.0384983 0.0470829 0.0923307 0.173389 -0.0456388 -0.0909681 -0.0456565 0.0586043 -0.233027 -0.311992 -0.208989 0.260067 0.334692 0.0239255 0.0568009 0.0915469
internal_count=361931 29559 332372 140279 13676 126603 115404 192093 23724 168369 113132 18404 16315 94728 55237 12515 9796 6120 82615 39404 3676 47135 7227 5699 3786 3800 3039 29310 22158 17875
shrinkage=0.000980392


Tree=4715
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 1002 988 921 1465 353 359 410 114 1112 718 507 1218 694 635 1148 608 790 930 692 1386 979 1390 499 770 1117 488
split_gain=19.1818 14.2642 20.7908 19.4292 18.103 20.6815 18.6949 18.357 18.2693 25.0418 18.1847 17.7912 18.9408 17.6414 32.4253 26.7775 26.5611 22.8503 22.8472 22.8598 33.6926 22.5066 25.76 21.8008 22.235 21.8381 23.2632 21.7881 21.7561 21.5133
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -0.32459312438081372 -1.3820670939764912 -0.24051307952136838 0.14486519861544186 0.50756670298598427 0.32346298429964238 1.644349105518915 1.0000000180025095e-35 1.5620189235502193 1.0159173274103563 0.65809631222906606 3.9048232315577729 1.2927572326739147 1.5133232492243236 3.073785392405322 0.66665475971017707 1.8618223311409718 1.0000000180025095e-35 -1.534747940352488 0.37625148072740094 1.0333387011967667 -0.97986167291695836 0.14872693232370457 1.2195416972384394 1.0007360560485064 0.20263000255482863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 -3 5 -5 7 10 -8 11 -7 -10 -13 15 21 18 17 27 19 23 -21 22 -15 24 25 -2 28 -16 -27 -28
right_child=1 2 -4 4 -6 6 8 -9 9 -11 -12 12 -14 14 16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=4.239046586391135e-05 7.1646708651458571e-05 -7.0598985621384588e-05 0.00044903996532381674 -0.00042307326107168873 -9.1989043510296897e-06 7.342323514814891e-05 6.1396418986221755e-05 -0.00017204222043671149 0.00053840067844039942 9.4853671838879852e-05 -0.00043324574893789951 0.00022121498306906001 -0.0010871686413061164 -9.5615160263713364e-05 0.00039105172694487659 0.00031377083281384821 3.3538206068705268e-05 -0.00038945874777679456 0.00018693102719657677 -2.021061210718452e-05 0.00019098975017209157 -6.925492202056737e-05 9.7952883219970765e-05 -0.00010740622814532568 -0.00012792543161218122 1.6195301473665168e-05 -4.3485311207515705e-05 -0.000226968073454941 -0.00013463380627009105 -0.00018666418192192377
leaf_count=29559 12193 17071 426 572 49026 6363 15364 2822 1267 3266 582 621 51 5886 2550 909 5201 222 2047 33344 3907 21278 12205 45292 14884 40117 17307 298 6830 10471
internal_value=0 -0.0168671 0.0055194 0.00311301 0.0167304 0.059848 0.0667882 -0.0176788 0.103799 0.210507 0.0461688 0.40065 0.12423 -0.027852 0.0117887 -0.0392892 0.135398 0.289214 -0.0417569 -0.0450343 0.00340384 -0.0183188 0.0430779 -0.0609915 -0.0408122 -0.0250346 -0.041689 0.33837 -0.00679323 -0.100038
internal_count=361931 332372 97431 97005 79934 30908 30336 9767 20569 5205 6945 1939 672 234941 47640 187301 8271 3070 186392 184345 37251 39369 18091 147094 101802 86918 74725 2848 46947 27778
shrinkage=0.000980392


Tree=4716
num_leaves=31
num_cat=0
split_feature=785 727 652 495 1112 1190 1362 1395 1221 1092 1460 120 493 566 915 361 1384 1058 836 51 1033 1187 526 966 843 1117 824 1119 980 213
split_gain=10.1229 11.25 10.6896 15.0021 18.9196 15.8916 16.0027 17.4333 14.5571 15.7843 17.0791 15.8248 20.4156 19.0798 25.6076 19.2622 21.2913 18.8501 23.8614 18.0333 17.9302 17.8606 17.717 17.6104 16.4034 16.066 15.3999 20.2715 15.3021 15.2712
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.55024281929118113 -1.2356503748313998 2.8648355898938016 3.0412637214590359 -0.69930563466564566 -0.66847678675708744 1.0000000180025095e-35 2.9499917481720264 0.14860921938669633 1.0000000180025095e-35 0.8835659597678055 0.21922939367905037 1.8649129447759021 1.4836178557283175 -0.16697474006105575 3.4925516582911906 0.39142554513163436 3.5617070912923388 0.31450669682055382 1.5105553474803968 -1.0000000180025095e-35 -1.0122304219089029 0.037699850238230463 -1.9085929482429658 0.46571654671472135 -0.75893691786979733 -0.88471630634687271 -1.1742857996475045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 7 -7 -4 11 28 29 17 14 15 20 23 19 -19 -13 25 -15 -20 -17 -18 -14 27 -23 -11 -10
right_child=2 -3 8 5 -6 6 -8 -9 9 10 -12 12 13 21 -16 16 24 18 22 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00071420607227792594 -0.0077225897750481656 0.0037181298720648163 -0.00034975202917419978 0.00066606765864968189 0.061747471753300642 0.012284896909715546 0.0078404396598394689 0.091323339070616724 -0.01098874330818897 0.071215151051091316 0.015004523890034635 -0.0079852006129332975 0.065663629658029327 -0.012107086331805163 -0.042046194691035148 -0.058165040903334589 0.048457772901585018 -0.00050872446632435197 0.045626758610034159 0.058989603878442633 0.033124292849545052 0.080060212458715307 0.17354177614917238 0.10452424152099385 -0.061621429392103994 0.0020388861769114405 0.07168466792214663 -0.039585758642139805 -0.039660772786488982 -0.00030923765566732357
leaf_count=12551 4856 17008 163455 100424 41 74 398 70 2719 22 103 18517 67 1865 305 24 70 266 68 119 335 25 22 89 64 2858 60 80 390 34986
internal_value=0 0.0350369 -0.00879161 0.0100923 -0.134498 0.0153543 0.426219 1.06031 -0.0186159 -0.0516665 -0.456748 -0.0477145 -0.102494 0.0413018 0.164885 0.218486 0.979616 -0.143957 0.52627 -0.154539 0.162366 -0.160153 1.603 1.73227 0.0661009 0.0770021 0.587472 -0.0445003 -0.693634 -0.0181296
internal_count=361931 29559 332372 105863 4897 100966 542 144 226509 63054 515 62539 24834 5842 3812 3507 247 18992 356 18636 3260 2030 90 113 134 2925 165 105 412 37705
shrinkage=0.05


Tree=4717
num_leaves=31
num_cat=0
split_feature=1447 1382 1063 421 347 1395 141 841 1041 1191 269 304 1053 81 1242 908 140 23 1453 210 562 296 838 1338 1463 213 282 696 1 18
split_gain=9.75462 19.2211 19.5742 16.0265 15.6196 19.4841 18.6093 16.6876 15.3359 17.9369 15.0937 14.7747 14.6789 14.2733 14.1281 14.0707 19.6521 13.6756 16.984 14.3843 13.4031 13.4733 14.7741 13.2904 14.7297 14.5621 13.8107 13.6224 13.6544 12.696
threshold=1.2420411362750934 2.4269913276931017 1.0000000180025095e-35 -1.8580992768067695 -0.95838705962103088 0.075098057863023052 2.0151950665677378 2.4174815091894604 -1.0353633511763272 -0.067453742237275974 0.85216676757878052 1.403245077443136 2.0397673198894029 1.8631961812008262 1.5222527451576084 -0.16993482026706663 0.43131262378449592 -0.85449817444116605 0.21713746504890322 1.7593336499604375 -0.38084308523468724 -0.14088637979733448 -0.16555107817912315 0.40349210802158647 0.88827089513442115 0.99995788303974797 0.74311847424737598 -0.7902035564811688 0.97371582186108108 -0.8095163934462849
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 -2 5 12 8 14 9 17 20 15 23 -12 -8 -4 -17 18 -6 -19 21 -3 -23 24 26 -25 -5 -26 -29 -11
right_child=1 2 11 4 6 -7 7 -9 -10 29 13 -13 -14 -15 -16 16 -18 19 -20 -21 -22 22 -24 25 27 -27 -28 28 -30 -31
leaf_value=-0.00047365059830596531 0.040567113441109692 0.044393120867697186 0.047431061187188907 0.0094965938453065116 0.023095698318049696 -0.013533648705855026 0.010852721442311697 -0.062474015395642957 0.00029963055321380642 0.028218610498861863 -0.048643731192580857 -0.037997657488360904 -0.047716590006828423 0.040196986721808277 0.047300570119812396 0.036162675490801321 -0.011365717213508103 0.014277704610167303 0.10434873646083886 -0.032790417498314677 -0.017618094695181604 -0.066222161490540069 0.033995381421981184 -0.02224526710756309 0.026300270173591947 0.032518437577947888 0.041837705075203575 -0.050092837783666848 0.035977313209406524 -0.017796450145500894
leaf_count=320666 117 130 257 885 110 2372 1562 42 31692 94 124 43 95 24 120 235 165 1539 32 87 141 32 32 396 66 68 192 136 26 451
internal_value=0 0.0266954 0.291732 0.0182938 0.0158785 -0.12099 0.0295598 0.243501 0.0180894 0.194231 -0.0447827 0.511045 0.0507316 -0.644112 0.272466 0.583439 0.329818 0.29677 0.926463 0.237085 0.19587 0.52329 -0.267251 0.0921029 0.205702 -0.252947 0.31546 -0.320403 -0.685927 -0.183963
internal_count=361931 41265 1183 40082 39965 4236 35729 1724 34005 2313 483 700 1864 148 1682 657 400 1768 142 1626 335 194 64 1769 1305 464 1077 228 162 545
shrinkage=0.05


Tree=4718
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 507 791 861 1367 813 648 704 268 785 1443 528 1374 732 1002 1270 566 657 590 579 760 1121 759 1384 369
split_gain=17.3428 15.1947 22.0445 24.6269 22.0793 35.965 21.6701 20.9213 27.7536 30.8549 18.8586 18.6411 18.9123 18.5585 21.1711 18.3834 18.1898 18.1721 19.5251 18.4061 18.5778 17.9129 17.8845 17.6442 18.6395 20.1187 19.7464 17.7914 17.3457 17.1603
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.65809631222906606 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 2.1641256470006294 1.8166789435549495 -1.1956137993399691 1.0000000180025095e-35 0.58460966528228819 1.593744732512876 1.0000000180025095e-35 -0.66177662735578835 3.2946899365908435 1.0000000180025095e-35 0.34616208652689945 2.1059719136688364 2.2603408215975165 0.58895901036483078 1.0000000180025095e-35 -0.50651532704525792 0.80106270623882148 0.58486168351626755 -0.53342496023365138 1.106599526467509
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 -6 -2 10 -9 11 17 12 -10 14 29 -7 -11 18 19 20 -4 -5 23 24 -8 26 27 -26 -22 -3
right_child=1 13 3 21 5 15 22 8 9 16 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.0474102987891631e-05 -3.0071663338026208e-06 6.575723523582244e-05 -2.3353392772899804e-05 -7.5492945503354391e-05 -4.6298957913090831e-07 0.00025905181772092461 9.5643015338232846e-05 -9.1895008956235195e-05 -0.00026318576387452042 0.00047201469247513218 0.00010190841209823031 0.00021660353816340381 2.2063804394881117e-05 -4.8104716652296763e-05 0.00023294678424589803 -9.7541022775829921e-05 0.00010968560151156535 -2.4211664897833523e-05 -0.00056266534136483924 -0.00016722932769269554 -1.7544758625127944e-05 9.7884607086773688e-05 -0.00027664374148319377 -0.000108329874927736 7.6102894977624682e-05 0.00045231408328976315 -0.00060218464157974329 0.0010266031814787269 -0.00026495369332518064 -0.00021855356865992359
leaf_count=29559 48652 9492 24161 82198 18652 4219 6192 11003 2108 1102 3837 2275 26217 7713 3273 840 1381 52529 601 10772 2468 3066 575 1305 621 1573 177 88 4242 1040
internal_value=0 -0.0158824 -0.020646 -0.0311312 -0.0154814 0.0480853 0.0187377 -0.0271745 0.0165312 0.0495446 -0.0462536 0.0264956 0.00850558 0.0391058 0.084619 0.208569 0.277695 -0.0534425 -0.0913694 -0.0857389 -0.0551953 -0.0684569 0.10728 0.127984 0.163116 0.318006 0.0609141 0.210581 -0.168565 0.0392489
internal_count=361931 332372 310854 251671 166407 23711 59183 142696 44086 33083 98610 30600 28325 21518 13805 5059 2483 94773 42244 41643 30871 85264 10531 9956 8651 2459 886 709 6710 10532
shrinkage=0.000980392


Tree=4719
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 340 854 797 794 710 936 942 851 1326 1104 903 321 497 691 1356 747 477 1465 696 519 1379 659 779 423 978
split_gain=17.3264 20.7827 20.7196 24.7036 25.9068 20.0496 18.5289 59.8109 21.8777 21.8602 21.6414 23.2387 18.6185 18.4651 17.6868 18.1017 20.399 17.3988 18.0203 18.1221 22.9753 18.9147 17.2621 17.0712 17.0378 19.2384 17.0352 17.0276 19.4407 17.1627
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.29476615584548899 1.7603402020327763 1.8162821653890682 -0.87473648844905705 0.63961785378869596 2.2041218380651819 1.7745879959826432 0.30310323293594316 2.231519495564001 0.68308976018130074 1.1314081615138261 1.5905554998756977 -0.63331990255781911 0.46728705763592832 2.2841970610333457 0.34291078408764419 1.0000000180025095e-35 2.2668746584208797 -0.61860042855786568 0.14486519861544186 -1.2058298766718543 1.0000000180025095e-35 -0.3184798163412213 -0.65794869715300641 3.2755819793892029 0.36969867185407429 1.7148806603482032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 27 5 17 7 23 9 10 11 -8 -10 -13 15 16 -11 18 19 -5 21 -21 -17 -4 25 -25 -9 28 -3 -30
right_child=1 2 6 4 -6 -7 8 26 12 14 -12 13 -14 -15 -16 22 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-4.1787247759010395e-05 -6.0466643717316932e-05 9.1908976017923642e-06 -0.00064058045882372269 3.5937009414033929e-05 0.00023865400413868271 -0.00020187043580552073 -3.3984610336253934e-05 -8.8143282552667217e-05 0.00010610100000013018 8.1100699365092456e-05 -0.00010048885888973419 0.00018537241993071634 -0.00023932310485370639 -0.00030561885488139355 0.00046358596388555945 6.5635880936897964e-05 0.00055594256279927043 0.00025599047567964405 -3.7807746075654279e-05 6.0820866592990181e-05 -0.00039635965895709683 0.00024483229657383819 -0.00020288843700376615 -0.00027195194807911043 0.00012007589643458919 1.3904067418397036e-05 0.00029930054953067114 0.00022562287205478402 -0.0001233180176033894 0.00015530212604876988
leaf_count=96477 36838 37957 279 25842 3356 1906 64407 597 8420 1400 26520 3229 910 371 495 3509 513 1967 10218 4810 343 5401 1670 2267 1898 2454 3771 1521 11358 1227
internal_value=0 -0.00275303 0.00430587 0.0275057 0.0607183 0.0475258 -0.0157091 0.0683842 -0.0249072 -0.0347815 -0.0446436 -0.0239888 0.0777012 0.139122 0.0777502 0.049546 0.226044 0.0554179 0.0467169 0.0693723 0.144537 0.163269 -0.0196857 -0.066934 -0.0456976 -0.122285 0.255529 -0.00848532 -0.0156799 -0.0962709
internal_count=361931 265454 228616 105906 53843 50487 122710 11266 111444 102114 94527 68007 9330 3600 7587 7092 1913 48581 46614 36396 10554 10211 5179 6898 6619 4721 4368 52063 50542 12585
shrinkage=0.000980392


Tree=4720
num_leaves=31
num_cat=0
split_feature=1100 984 79 1109 1057 17 365 770 85 154 356 428 209 625 210 380 901 1050 1385 1321 570 1463 148 76 11 211 1109 1247 11 1190
split_gain=9.78048 13.6313 14.2783 20.6371 18.6769 16.5138 18.5536 19.8773 15.3615 14.9694 14.6099 14.0097 17.5193 13.6556 13.5996 22.7473 13.3806 13.2921 13.5957 13.4311 17.4633 15.3891 13.2583 17.856 16.8348 18.8714 15.5125 15.6169 16.4785 15.3433
threshold=1.6293515030253838 0.93177101755727243 0.24005564812467808 -1.1587684037308144 1.0000000180025095e-35 0.78879031105708164 0.036560278795649361 -0.93674546461137786 -0.43389036877032272 0.33186319175941198 -1.442105603798465 2.3725335501812359 -0.13557599843698817 0.70962277202250001 -1.5823490634314259 -1.1343414064494761 2.0724562076678832 1.0172251144476796 -0.12925370986296819 -0.37186073265084429 1.553886964514253 -0.22035286209049118 1.5060945971893236 1.6895109702674962 0.35307805963194366 0.73150432220233286 0.025479124416470045 0.92476835887072839 -1.252534759275699 1.5070063318031042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 22 8 4 5 6 7 -4 13 -8 -10 14 -13 -3 15 -5 -6 18 -12 20 -20 -22 -2 26 25 -25 -24 28 -28 -30
right_child=1 2 3 11 16 -7 9 -9 10 -11 17 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-2.6876072706773763e-05 -0.0018240005536986289 0.0029333968517828973 0.09716194302915121 0.14431903730549697 -0.017695360121444854 -0.01387583775053087 0.068587064868203415 -0.032785896476834359 0.010959153931001437 0.17220338930079659 -0.035550467579072854 0.096914099516244065 -0.048658953394564899 -0.027276125482192534 -0.0086138067702059683 0.0096209500828029742 0.10171772401803657 0.011534754725531891 -0.0061818418004369012 -0.025065608209176544 -0.019974718829612197 0.12494888167538305 -0.0026848207634260907 -0.0078279803100145557 0.074398106321215726 0.079421301744405259 0.073531934214450104 -0.027505890013664842 0.010654115906660837 0.085544858097729742
leaf_count=312994 34735 1634 31 41 295 102 103 74 366 28 1458 49 22 512 3926 250 30 244 359 971 34 34 2378 221 110 77 116 132 542 63
internal_value=0 -0.042885 -0.142391 -0.0172172 0.481778 0.903947 1.23378 0.286633 -0.244175 1.82508 -0.373786 -0.0995051 1.07561 -0.0524231 -0.127138 0.587602 -0.140023 -0.440592 -0.50033 -0.288314 0.127338 1.48105 -0.0201544 0.145382 0.703184 0.280677 0.0726958 0.387694 0.536949 0.35359
internal_count=361931 48937 10563 4951 663 338 236 105 5612 131 3466 4288 71 2146 4217 291 325 3100 2856 1398 427 68 38374 3639 408 298 3231 853 721 605
shrinkage=0.05


Tree=4721
num_leaves=31
num_cat=0
split_feature=50 332 533 1449 1370 567 728 281 1469 763 70 417 150 224 975 1259 415 1023 1431 968 626 670 900 747 1171 634 906 1110 171 1260
split_gain=9.774 16.9715 18.6032 19.3908 19.8238 19.1432 18.9377 18.926 17.7507 20.0684 17.3159 16.8777 19.2284 17.5028 16.6292 16.9257 16.3369 15.6742 15.356 16.8378 15.2339 15.1242 16.0278 14.9436 17.2918 17.6767 16.7965 16.7872 16.6464 16.8904
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.74561756370782817 0.70223084764880606 0.66504814940464607 -0.49008176997875957 3.0405748208586414 -1.1138918620402491 -0.60203885017543046 1.6901067185802878 0.8300340307450812 0.25178001118037691 0.039903371998408731 -0.80589289345565818 1.5655030969959285 -0.22633546369185753 7.4366709976304533 1.0000000180025095e-35 -0.056367000667949231 1.0489566847053258 2.5123120838752189 -0.68544520858253788 0.34871943973277292 2.8979049974862252 1.5603433436036303 -0.84218766215417229 -1.2088749528996654 1.0000000180025095e-35 0.15259644378894188
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 8 11 10 -5 20 21 -1 -13 -14 -7 -16 -17 -8 -11 -20 -10 -6 -23 24 -3 -26 -27 -25 29 -29
right_child=-2 23 -4 4 7 14 17 -9 9 18 -12 12 13 -15 15 16 -18 -19 19 -21 -22 22 -24 27 25 26 -28 28 -30 -31
leaf_value=-0.0024652573718883446 0.00029421458035146052 -0.0015409809332499352 0.00087083592955972686 -0.0064593518136558132 -0.019783640579349004 0.015916203259205865 -0.006944129365877634 0.13951695575735198 -0.0082858747866971852 0.026978728867856173 0.03880987934521532 0.0014849282989807518 0.013193742857945785 0.060793397582041046 -0.015751530614105721 0.11863032351356942 -0.013384340691600783 0.046251239659744259 -0.013581891270964694 0.023653323831152904 0.033702326943256859 -0.011981608397974129 0.2392816794648952 -0.014927435865678696 0.0061534787477454493 -0.037048013667727232 0.061245399647673941 0.0081317865376951768 0.00031146017252843875 -0.0023729654414452721
leaf_count=7389 197382 57608 17407 882 1748 378 42621 22 974 1693 146 904 270 162 1446 24 43 47 703 497 147 41 20 936 1545 23 110 7932 16339 2492
internal_value=0 -0.0194179 -0.0533756 -0.0814884 0.0365125 0.0968415 -0.106049 -0.24856 0.188971 0.272355 -0.279494 0.0099256 0.263759 0.650558 -0.12157 -0.255509 1.05877 -0.135535 0.398603 0.106624 -0.0274791 -0.361793 2.0527 9.11842e-05 -0.0229921 0.191553 0.903713 0.0398798 0.0481835 0.116234
internal_count=361931 164549 77564 60157 8764 6787 51393 1977 4896 4014 1955 8725 1336 432 1891 1513 67 42668 2893 1200 1121 1809 61 86985 59286 1678 133 27699 26763 10424
shrinkage=0.05


Tree=4722
num_leaves=31
num_cat=0
split_feature=785 21 683 73 634 734 913 151 710 660 195 1187 610 675 1454 261 415 1252 84 497 978 1450 1470 903 72 968 1326 496 154 1454
split_gain=9.74504 10.9912 16.3763 16.5693 20.2258 18.9373 16.4948 22.6415 17.3289 16.4432 20.2038 21.6164 21.893 25.0306 19.7957 23.0064 17.7895 18.4778 18.0566 17.7782 17.6522 17.5358 23.5932 21.6158 20.2054 18.9341 18.7706 17.4615 16.359 16.3368
threshold=-0.86283290253235112 -0.70163543588998201 -1.3831318875547542 -0.55525411838216565 0.92946304288613313 4.1956285434281462 1.6984204247171653 0.68421567901314284 2.0581232305957067 -0.72421686037558375 1.0000000180025095e-35 3.2675332392559961 2.3265916225189347 1.3006397995630099 0.10128998396582999 2.1775222360406636 0.32399820741516994 3.7630303067895454 -0.25273087296181679 -1.0056781465987406 -0.46246567190840671 -0.2957953744690755 1.8583204236235784 2.0987164919025534 -1.540271853360903 2.0695670359217271 0.55884688959774909 0.029161662831003476 2.7763739056953329 -1.0333979697783775
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 29 4 6 9 -4 -8 -9 -5 14 12 21 20 15 16 18 -18 28 -16 -14 22 26 24 25 -23 -12 -24 -11 -3
right_child=1 2 3 5 -6 -7 7 8 -10 10 11 -13 13 -15 19 -17 17 -19 -20 -21 -22 23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017477981700982804 0.00079149338582277888 0.032387419103527833 0.0022639163905808519 0.00072341836362612138 -0.0032533317355377313 0.019685811772419053 -0.00084840777463169844 -0.026430495522682819 0.039377498824643441 -0.0078213167515164238 0.0012408414073463874 0.065497830745767135 0.0067896759886245635 0.022010376622632354 -0.014408209923330487 -0.019552020391171692 -0.011025263915560168 0.094807981473366415 -0.00026506605943572755 0.00055656368740294093 -0.033812340811070866 -0.03122328250763164 -0.026311430394698351 -0.019251770423560535 0.0032045012774880042 0.083884376752760559 -0.0060978012866162359 -0.0032718947579751566 0.028166335135443889 -0.0035227011413925778
leaf_count=29559 91008 198 55895 35450 12323 488 3186 866 49 10691 13385 58 250 189 1494 1721 7619 26 11659 13980 1030 491 1051 652 19994 28 7291 856 189 40255
internal_value=0 -0.00805975 -0.0160486 -0.00851034 0.0184665 -0.0248729 0.0355517 -0.108585 -0.440856 -0.0268092 -0.0439373 -0.00977078 -0.0117137 -0.342499 -0.0799131 -0.116283 -0.10023 -0.212517 -0.0680811 -0.0119322 -0.506128 -0.00385145 -0.0498756 0.0424856 0.0548253 -0.4928 -0.0275882 -0.306487 -0.143155 -0.0663846
internal_count=361931 332372 241364 200911 72319 128592 59996 4101 915 128104 92654 45275 45217 1469 47379 31905 30184 7645 22539 15474 1280 43748 22583 21165 20513 519 20676 1907 10880 40453
shrinkage=0.05


Tree=4723
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 564 515 564 928 728 651 507 912 864 973 914 698 1431 470 1038 689 625 788 651 1452 1238 627 1247 1468 699
split_gain=16.3562 14.4765 22.7255 22.3055 50.4648 27.0016 22.915 19.951 18.9931 31.8808 30.5973 28.4913 25.8641 25.1745 21.8573 22.894 21.5896 20.8831 20.3865 19.8535 19.0346 20.4525 19.026 22.0471 26.4718 18.8376 21.1308 17.9771 18.1537 19.6246
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 2.1518408528082529 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.0941628986121894 1.4915456331499788 0.72275257928592751 0.84874543308613937 -0.20113678851527941 -1.7367869709315968 1.0099929608726099 1.0000000180025095e-35 1.5197873595272351 -0.64429193114355554 1.7841998677764634 0.38349571241217301 0.58396494997324677 -0.63504016340352343 -0.6968354641114346 1.4345588693328943 -0.76114766347539387 0.50871131412698856 0.071153870502645641
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 5 -5 6 -2 -4 13 10 11 14 18 19 15 17 -17 -10 -11 -3 -13 -22 23 24 -20 -24 -27 -8 29 -29
right_child=1 2 7 4 -6 -7 27 -9 9 12 -12 20 -14 -15 -16 16 -18 -19 22 -21 21 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=3.9617468127383669e-05 -5.4457619540840461e-05 4.4564799497748159e-05 -8.2705209348381351e-05 0.00030588568859646624 -2.5455277765993487e-05 -0.00015773769234573662 -8.9179083289842723e-05 0.00020696539130158663 1.2292366494104294e-05 -9.1048166037647525e-05 -0.00017864544294014684 -4.1888213510486238e-05 6.518897713591477e-05 -7.2277038363800132e-05 -0.00013972098936917418 -0.00017810769915463885 0.00022494771465393922 -0.00055254949402976886 0.00011377099437295079 0.00019310168364847081 0.00038683212495333591 -0.00024331824824871856 0.00014254957569899787 -0.00014953880982384246 -5.4855069516817747e-05 1.2506413433516094e-05 -0.00042681299548299345 0.00016126352649646481 -8.2491831106275604e-05 -1.4806114189299295e-06
leaf_count=29559 86094 42560 22622 2736 10940 11199 7152 1102 3210 38055 2089 761 12113 8102 2719 846 5274 466 5658 4575 2737 302 5744 7496 17938 7053 671 9804 4283 8071
internal_value=0 -0.0151413 -0.00268561 -0.0352033 0.0555358 -0.0462809 -0.034368 -0.0686934 0.00694693 -0.0108703 0.0737257 0.106392 -0.0292517 0.0411242 0.0518747 0.0982503 0.181178 -0.0427783 -0.0452907 0.061633 0.267423 0.34219 -0.0155885 -0.045818 -0.0126321 0.0552767 -0.0234281 0.0260298 0.059069 0.0940217
internal_count=361931 332372 192093 140279 13676 126603 115404 23724 168369 113132 18404 16315 94728 55237 12515 9796 6120 3676 82615 47135 3800 3039 44560 31092 23596 13468 7724 29310 22158 17875
shrinkage=0.000980392


Tree=4724
num_leaves=31
num_cat=0
split_feature=785 728 516 789 451 506 564 515 564 928 728 651 507 912 864 973 914 698 1431 470 1038 788 651 1452 689 625 1238 627 1247 1468
split_gain=15.863 13.9657 13.7197 21.493 21.3269 48.5574 25.8734 21.8738 19.8242 18.7028 28.9035 29.7967 27.7636 25.1899 24.5395 21.3323 22.6545 21.1365 20.7707 20.0499 19.9317 19.3207 21.9216 26.302 18.7595 20.4255 18.7522 21.0481 17.7747 17.9507
threshold=-0.86283290253235112 -0.90320472132347296 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.8264116105874431 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.0941628986121894 1.4915456331499788 0.72275257928592751 0.84874543308613937 -0.20113678851527941 -1.7367869709315968 1.0099929608726099 1.0000000180025095e-35 1.5197873595272351 0.38349571241217301 0.58396494997324677 -0.63504016340352343 -0.64429193114355554 1.7841998677764634 -0.6968354641114346 1.4345588693328943 -0.76114766347539387 0.50871131412698856
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 6 -6 7 -2 -5 14 11 12 15 19 20 16 18 -18 -11 -12 -4 22 23 -21 -14 -26 -23 -28 -9 -30
right_child=2 -3 3 8 5 -7 -8 28 -10 10 13 -13 24 -15 -16 -17 17 -19 -20 21 -22 26 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00010925064175193855 -5.4073374033471305e-05 5.374516488475475e-05 4.2814322763724161e-05 -8.4079224941630148e-05 0.00029875167386620571 -2.6023441978908145e-05 -0.00015524115234246809 -8.9966560409585598e-05 0.00017171663559868911 7.5156177194236047e-06 -9.064348917515693e-05 -0.0001804142998692734 -4.7105434405178709e-05 6.3728269920016443e-05 -7.2285961235529233e-05 -0.00014210276919013738 -0.00018008022665010295 0.00021848252196255777 -0.00055540408001889029 0.00011277962561986307 0.00019161598037795388 0.00014266110072185364 -0.00014969464802148507 -5.5273937412513455e-05 0.00037855118629806039 -0.00025015038307333643 1.2910908477459927e-05 -0.00042563089915681164 9.0278676977411838e-05 -8.3333909173308236e-05
leaf_count=3254 86094 26305 42560 22268 2736 10940 11199 7152 1456 3210 38055 2089 761 12113 8102 2719 846 5274 466 5658 4575 5744 7496 17938 2737 302 7053 671 17875 4283
internal_value=0 0.038918 -0.0157578 -0.0036348 -0.0352829 0.0533942 -0.046115 -0.0344633 -0.0678341 0.00572745 -0.0119493 0.0685343 0.100727 -0.0294565 0.0396306 0.0469561 0.0927311 0.175149 -0.047456 -0.0452849 0.0598705 -0.0158292 -0.0462858 -0.0132014 0.259573 0.333756 0.0555844 -0.0229306 0.024513 0.057348
internal_count=361931 29559 332372 192093 140279 13676 126603 115404 23724 168369 113132 18404 16315 94728 55237 12515 9796 6120 3676 82615 47135 44560 31092 23596 3800 3039 13468 7724 29310 22158
shrinkage=0.000980392


Tree=4725
num_leaves=31
num_cat=0
split_feature=888 837 567 829 829 978 489 1106 369 1047 1253 635 1393 21 1372 1452 1450 632 899 211 637 828 343 633 216 1171 496 1380 421 1180
split_gain=9.73326 12.1759 15.0848 16.442 15.9014 14.8545 15.7144 16.6054 16.5705 15.3175 15.3109 14.7465 14.7172 14.8808 18.5194 14.957 16.7842 15.6838 14.6678 17.3227 17.6928 14.464 15.0287 15.0849 14.4423 17.5175 18.0335 17.4738 15.3856 14.8961
threshold=1.0000000180025095e-35 0.7451066522233053 0.94407890455086085 1.9012871557769564 -0.78077560069008567 0.43369821484355153 -0.54184939277316768 1.0594606187578652 0.2313107406515203 -0.74601257949012412 1.591307059753414 1.8194047917350706 1.4521419143302936 -1.6471741456694959 1.0000000180025095e-35 0.62995620057108082 -0.50472565934813518 0.60448484857107587 -1.4093119148008617 1.7331008754595694 1.4027179596613901 0.50189635444880576 0.81929467624192809 0.58462348044269585 -0.75319921352570052 1.0000000180025095e-35 1.4481983587995233 -2.1752722762447898 2.5307183305209549 -0.1918739940889731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 24 -4 9 10 8 -8 -6 -7 -5 13 14 15 16 17 -1 -11 -20 -21 22 23 -16 25 26 -3 -26 -29 -28
right_child=-2 2 4 11 5 6 7 -9 -10 18 -12 -13 -14 -15 21 -17 -18 -19 19 20 -22 -23 -24 -25 27 -27 29 28 -30 -31
leaf_value=0.012174287355542629 -0.0020850111003224803 0.0005429156273077867 -0.022645232077191033 -0.015443542815263694 -0.0039728649735399756 -0.018056653326241026 0.0061367049432528827 0.029275112396832267 -0.019555832323076949 -0.029900275030442316 0.048666564430631644 0.025232850993291984 -0.0027973913816987735 0.000474363780438337 -0.011680916133549544 -0.0019001438303769649 0.025454840622232369 -0.044574571539253802 0.0095849019933784436 0.050698871122327342 -0.065193267383221204 0.017196933609845085 -0.053780091561353854 0.030480348965629178 0.052283050478277464 0.0092350288594376904 -0.035376899311348013 -0.0029738559954000346 -0.024560713846909814 -0.0010805313293251811
leaf_count=286 46198 8563 389 2630 1702 998 1118 245 508 175 44 138 18632 228901 996 593 1312 105 4021 235 26 415 91 147 101 2840 439 39004 712 367
internal_value=0 -6.56762e-05 -0.0311025 -0.0479626 0.0553352 0.0738543 -0.0614326 0.0619535 -0.0273109 0.141214 -0.296486 -0.25572 0.00679828 0.0118097 0.159646 0.287962 0.397208 -0.079635 0.205 0.226637 0.82976 -0.0556554 -0.200254 -0.106849 -0.0388255 0.0339325 -0.0226602 -0.0627508 -0.0652758 -0.383081
internal_count=361931 315733 64255 54794 9461 9072 2913 1871 1626 6159 1042 2768 251478 232846 3945 2296 1703 391 4457 4282 261 1649 1234 1143 52026 12209 9369 39817 39716 806
shrinkage=0.05


Tree=4726
num_leaves=31
num_cat=0
split_feature=43 862 1255 148 915 632 255 84 579 706 363 1441 498 578 389 312 422 86 269 180 841 698 773 1449 1117 1464 1464 1348 703 1465
split_gain=9.68461 12.339 13.0924 12.2682 15.9569 14.0753 13.8292 13.7087 12.12 18.0964 18.5521 17.0782 16.8787 42.0505 18.4663 16.5865 18.5601 16.0444 15.8921 16.8274 15.7729 15.432 15.1698 16.096 15.0874 15.8085 22.9636 20.0404 19.3668 17.827
threshold=1.0000000180025095e-35 -0.97446007815901359 0.50023290202895654 -0.23560395103921247 2.129739802975815 0.24952610590115779 1.0000000180025095e-35 2.0352345378314562 1.0000000180025095e-35 -0.021001854390757971 1.0053983916725071 1.0000000180025095e-35 1.5674918557501278 -0.87905496296652397 2.0012238438612475 2.2039299641339203 0.89748478823158429 1.6746686080418745 0.85216676757878052 3.044408878143491 -2.2224440842035986 0.012835849127829412 0.98820408006249583 0.33990150109962419 1.0007360560485064 0.32487369541553784 0.35193241984319928 0.37878649541024462 0.036940811295759997 0.57942899407087378
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -5 12 20 17 -12 24 14 -14 -15 22 18 19 -11 -10 -13 -17 -24 25 29 -27 28 -28 -3
right_child=-2 8 3 7 5 -7 -8 -9 9 10 11 21 13 15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0012937934090545733 -0.0015604044310876847 -0.0015576295312588783 0.00096795931175049229 -0.021343971971799467 0.093863844160341464 -0.022107607391235989 -0.02671647782981261 0.052229480591237366 -0.045040512399127097 0.0022155021955362858 -0.0030525222344794231 -0.0063605291933461448 0.019176248243222897 -0.00082367858370304141 -0.07345101497538857 0.025295468625187657 -0.019052844470900172 -0.0089846393623848209 -0.0022950106398682618 0.022909542540069661 0.0028175330377784931 -0.032494281261756339 0.0073182428220821636 -0.080880665441119132 -0.0032790919067101835 0.013912667301949195 -0.00011866069474133043 -0.0035670853572544489 0.0062835608984064557 0.0028423888671234993
leaf_count=8033 74777 93899 1027 1642 36 28 455 42 139 23575 3355 864 1922 10029 28 681 165 2835 13258 537 47487 825 87 32 25868 1967 14059 8838 11200 14241
internal_value=0 0.00165583 -0.0840249 -0.222266 -0.0669455 1.07867 -0.123218 -0.386056 0.00439589 0.0253997 -0.00927276 -0.156914 -0.00693444 0.0710537 0.359588 0.0141324 0.267555 0.00611595 0.017793 0.053655 0.0546454 -0.388052 0.391734 -0.295231 -0.0134764 -0.00398978 0.0374444 0.0233953 0.0563788 -0.0187657
internal_count=361931 287154 11263 3230 1546 64 1482 1684 275891 92875 45249 5044 183016 12944 1950 10994 965 40205 37370 24112 47626 1689 800 119 170072 144204 36064 34097 25259 108140
shrinkage=0.05


Tree=4727
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 1467 1168 468 21 873 1016 1464 1467 1254 21 1464 50 140 141 1452 1465 346 1161 1470 1042 939 1452 598 1366 844 1313
split_gain=17.8615 15.864 20.7338 19.9742 18.0713 19.8171 18.4948 20.635 24.8781 25.2049 27.8872 24.7756 24.9159 23.0584 21.5702 21.5439 21.2057 19.6301 20.3219 28.6701 23.2624 19.6889 19.3478 19.4621 18.7568 18.2891 20.776 18.2398 18.0945 20.9778
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 0.060492031153216698 0.9917809348404073 1.2937612979457498 0.62211875780133752 1.3467136707454657 1.0000000180025095e-35 -0.34821093172591422 0.12338804363001538 -0.82838936315311706 5.6334739196327623 0.13308716897351316 1.4829784501753427 -0.51984358588080337 -1.0595925284170959 -0.5621915647185004 -0.47452119297694806 -0.27651458145574864 3.6358598747917816 0.84122639276026845 -0.62973631001070263 1.4307804817950061 0.090287144988632009 1.4758881072408609 2.0183251275724516 0.93085542958294554 -0.25931245749705589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 11 9 17 13 15 -13 16 22 -6 -11 -9 19 -19 21 -21 -12 -24 -16 26 -7 -14 29 -28
right_child=1 2 -4 4 6 25 -8 8 -10 10 14 12 27 -15 24 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=3.9496104654226599e-05 -2.8657088739288243e-05 -7.1137333387138527e-05 0.00044854164730122629 3.0410599432272018e-06 0.00027197326221601231 -0.00012371391070028275 0.00023958263727091753 0.00047636503628532091 0.00032721709208586328 0.00029269623499139343 0.00059089297335370675 -0.00018977225851935341 0.00010823114529564031 0.0015424430548948136 6.7357107057109704e-05 0.0011173949123320166 -0.00037278247408447382 0.00051265762075950263 -0.00037004784217459122 1.8510332354456236e-05 -0.00060856966980375347 0.0027037559525393763 -0.00085932739017105509 0.00036825431544193211 -0.0010286620169235466 -0.00042791998583887274 0.0011276033127332881 -0.00040860577518551076 0.0021550226045029615 -0.0009393790403104755
leaf_count=29559 234941 17071 426 49704 1119 1834 2433 231 662 251 633 1965 12656 27 943 121 1012 323 2519 633 532 20 90 142 72 1478 58 363 40 73
internal_value=0 -0.0176583 0.00592927 0.00352904 0.0173253 -0.00668992 0.0640434 0.0452892 -0.0459594 -0.085622 0.044914 0.0909419 0.0657673 -0.196908 0.199981 0.389021 -0.241738 -0.214723 -0.251984 -0.0251234 -0.230883 0.0919155 0.430436 -0.0939388 -0.0065819 -0.196928 -0.0503237 0.0973244 0.797369 0.310598
internal_count=361931 332372 97431 97005 79934 53187 26747 24314 8090 7428 3170 16224 14984 1290 1880 1240 1263 4258 4027 1508 1185 653 865 232 1015 3483 2005 13019 171 131
shrinkage=0.000980392


Tree=4728
num_leaves=31
num_cat=0
split_feature=1216 911 396 5 1458 772 1287 355 1321 491 1237 1382 986 173 1466 637 1045 1321 1470 1459 146 561 5 690 1075 1321 1242 354 904 16
split_gain=9.56234 18.118 18.5841 18.4601 20.0017 17.7007 16.2289 17.0942 14.1312 21.1807 14.6702 21.1706 14.0395 13.9363 13.6901 13.5957 13.4922 13.7228 13.4757 17.9931 16.1999 16.1883 19.1986 17.7209 14.2102 13.8242 13.7121 12.9467 13.8683 14.576
threshold=2.3855481443271001 1.3284833505957887 1.1096329385457746 -0.45788161621110807 0.27516565626892492 2.1082577734679186 1.0000000180025095e-35 -1.4667949337305557 0.54273258009720904 1.5923885063818013 0.5723095224056084 -0.28263855419191292 -0.48869033452694888 1.0723253152665602 -0.095888829047244176 -0.37077555802672663 0.13446534297463555 2.3319612453276251 -0.71595245294131049 0.73871680408646412 1.542105002743926 0.2592750445273076 0.15831868444389965 0.36138636312850675 1.0000000180025095e-35 1.8080679885107782 0.15781844591060043 -1.2258839420635597 -0.071296819909616865 1.7491057193416175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 8 7 -6 27 10 16 -12 -4 -8 -7 -9 17 -10 -5 20 -20 22 23 24 -21 26 -22 -2 29 -29
right_child=1 2 12 18 6 14 13 15 9 -11 11 -13 -14 -15 -16 -17 -18 -19 19 21 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.5367925239063869e-05 -0.048380552600849051 0.0040675101239340391 0.080572932043370016 -0.020763630785164931 0.092050284574426933 0.093236887347323827 0.053374048444199865 0.018728798467385063 -0.039215047450642478 0.08283612988456715 0.083658079400763738 -0.03030845638663722 0.00469832665566526 -0.070029538081703632 -0.017029789097501885 -0.014105462309949383 0.017335774665994477 0.067624238502407327 -0.012626586565279312 0.048931324531094417 -0.0093100165399907162 -0.024366236822316149 0.0042716810423116085 -0.011945338624248431 0.13790194246222279 0.11160219683421346 0.05320330642634679 -0.00370254837320871 -0.024167477466165141 0.070322537147522651
leaf_count=349058 230 1246 72 1941 36 43 200 495 301 50 84 65 93 22 34 459 272 24 4206 53 191 175 200 38 40 20 80 1230 923 50
internal_value=0 -0.0791998 0.181194 -0.121542 0.0186742 -0.104258 0.307077 0.144806 -0.142103 0.205057 0.0425518 0.848518 0.991045 0.900239 1.07817 0.0686816 -0.18287 -0.586636 -0.214689 -0.135581 -0.200192 0.321661 0.58703 1.26111 1.74877 0.379816 0.21084 -0.248304 -0.186979 -0.0139541
internal_count=361931 12873 1411 11462 4518 3306 1212 990 3229 796 746 149 165 222 77 954 597 325 6944 5003 4497 506 331 131 93 291 271 2433 2203 1280
shrinkage=0.05


Tree=4729
num_leaves=31
num_cat=0
split_feature=785 728 516 789 451 506 564 515 564 1247 1468 699 828 928 728 651 507 912 864 973 914 698 470 1431 1038 689 625 788 651 1452
split_gain=14.9862 13.8323 13.4089 22.2942 20.7372 47.4977 25.4921 22.1053 18.9571 18.0048 17.9791 19.6258 17.7529 17.5637 29.0521 29.3778 27.5726 24.4406 23.4798 21.0502 21.9864 20.535 20.3477 20.1953 19.1838 18.8096 20.0151 18.7349 21.978 26.1565
threshold=-0.86283290253235112 -0.90320472132347296 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.8264116105874431 -0.76114766347539387 0.50871131412698856 0.071153870502645641 2.8184711628317083 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.0941628986121894 1.4915456331499788 0.72275257928592751 0.84874543308613937 -0.20113678851527941 -1.7367869709315968 1.0000000180025095e-35 1.0099929608726099 1.5197873595272351 -0.64429193114355554 1.7841998677764634 0.38349571241217301 0.58396494997324677 -0.63504016340352343
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 13 6 -6 7 -2 -5 -9 11 12 -11 18 15 16 19 22 24 20 23 -22 -16 -15 -4 -18 -27 28 29 -24
right_child=2 -3 3 8 5 -7 -8 9 -10 10 -12 -13 -14 14 17 -17 25 -19 -20 -21 21 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0001094542669765035 -5.3297284554451353e-05 5.2809693961802352e-05 4.2300736076000409e-05 -8.4392236253509528e-05 0.00029558217224664871 -2.5578387091996584e-05 -0.00015348416954489319 -8.9527657551693351e-05 0.00016565166089263831 0.00017261579012782134 -8.2050280194797908e-05 -1.8897292709341452e-06 -0.00070076052215568884 9.7082398639184166e-06 -8.9629162232346364e-05 -0.00017737407402927116 -4.6913051621348543e-05 6.3462936118998097e-05 -7.0276251537675796e-05 -0.00013961904195946656 -0.00017561299795165695 0.00021768104962161233 0.0001145425080365916 -0.00054667422157663283 0.00018828602919742049 0.00037888887648844641 -0.00024430439343291497 5.5007716795065459e-05 -0.00014783303758293071 -5.3092366773721921e-05
leaf_count=3254 86094 26305 42560 22268 2736 10940 11199 7152 1456 9639 4283 8071 165 3210 38055 2089 761 12113 8102 2719 846 5274 5658 466 4575 2737 302 13468 7496 17938
internal_value=0 0.0380317 -0.0151317 -0.00314536 -0.0344395 0.0530042 -0.0451258 -0.033557 -0.0685376 0.0257465 0.0588009 0.0935749 0.164032 0.0063919 -0.0107437 0.0699941 0.101975 -0.0282935 0.0392469 0.0483588 0.0938447 0.175047 -0.0438926 -0.044381 0.0590405 0.260347 0.33466 -0.0142119 -0.0442178 -0.0110809
internal_count=361931 29559 332372 192093 140279 13676 126603 115404 23724 29310 22158 17875 9804 168369 113132 18404 16315 94728 55237 12515 9796 6120 82615 3676 47135 3800 3039 44560 31092 23596
shrinkage=0.000980392


Tree=4730
num_leaves=31
num_cat=0
split_feature=785 728 771 852 692 1080 1312 1323 765 832 794 1469 1466 1451 613 1107 77 1452 986 897 1463 214 1451 1358 1467 845 630 647 590 1038
split_gain=16.0812 14.7353 18.2012 18.1493 21.693 23.4196 18.5371 17.8434 18.567 18.7958 17.2998 17.2891 18.2393 25.1051 24.2899 23.4062 21.4684 19.0376 18.1078 20.2006 17.3493 24.9252 22.192 17.1664 17.758 17.0927 16.9881 16.8014 36.1084 16.6855
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4820751525130569 1.0747610123934368 -0.9958234641517435 -0.44846366994746462 1.1893013028230086 -0.06171869107602676 0.39883973263332806 -0.13352716326001488 1.0987544923306065 -1.0588145806293296 -0.22241172008597768 -0.0066164517430368063 1.3156155531097407 -0.86843805286895204 1.0713809910298406 -0.10751678485260101 -0.69732880612746873 -0.83892881296338218 0.52100604611544155 0.58872351183961102 0.57958835029462052 1.0000000180025095e-35 3.2089320700182484 0.94449415874827403 -0.90584747331116267 -0.87782724458594241 0.58895901036483078 1.0346155121891154
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 6 7 10 8 -6 -10 -5 12 14 16 -2 -16 29 -17 19 -15 -20 22 -22 -13 -25 -9 -26 28 -3 -14
right_child=1 27 -4 4 5 -7 -8 25 9 -11 -12 23 13 18 15 17 -18 -19 20 -21 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=3.8350896428278474e-05 5.7216074093017789e-05 -3.9730921998773127e-05 -0.00013920832983913502 -0.00012493948953011191 -9.5707502612101648e-05 9.7363557392855771e-05 -0.00055548180073774199 4.3683405157755336e-05 -0.00080493435606795777 6.7567501496558052e-05 0.00028756249450115497 -5.013586266415427e-05 -0.00022358981618500487 -0.00011724938756243652 -0.00020132048402280106 0.00019683677688697853 0.00014496690560117693 0.00069019650682345128 -8.7441191033955248e-05 0.00035860351142592622 0.00059377447598573112 -0.00030622722977022662 7.6369692746671333e-05 -6.3199419798544252e-06 -0.0002792806547574166 0.0018321087827533975 0.00035596730505375992 -5.2339281020169735e-05 0.00035644236002854289 9.1414750521459978e-05
leaf_count=29559 12815 4821 5440 3123 1507 20773 502 1696 529 182 539 66028 5000 568 403 723 1122 658 3656 1454 568 439 880 101632 230 21 1036 93730 1384 913
internal_value=0 -0.0159409 -0.0067843 -0.00369758 0.0476587 0.0711108 -0.108456 -0.0901086 -0.234764 -0.570066 -0.0561686 -0.0119859 0.0368052 -0.0182514 0.0914437 0.332709 -0.115971 0.451253 0.0668177 0.238799 0.0016033 0.164838 0.28968 -0.0216378 -0.00265251 0.0707364 0.248347 -0.043684 0.0766257 -0.173864
internal_count=361931 332372 232437 226997 28872 24708 4164 3935 2218 711 3662 198125 29199 14600 14599 1784 7035 1381 7565 2022 5543 1887 1448 168926 102898 1717 1266 99935 6205 5913
shrinkage=0.000980392


Tree=4731
num_leaves=31
num_cat=0
split_feature=785 728 771 1431 647 590 570 1421 82 350 422 1396 11 713 351 831 840 774 1386 285 414 958 1323 1110 1122 1106 1382 204 917 846
split_gain=24.3348 16.8776 17.6225 18.6513 17.1976 36.6253 17.677 16.888 17.257 17.2184 20.9579 20.687 17.2349 16.4109 16.3404 15.7119 15.6124 20.4721 18.4527 17.4181 19.7478 19.5902 18.7729 17.8214 17.2054 17.928 18.0258 18.4 20.7684 17.8101
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4820751525130569 1.0099929608726099 -0.87782724458594241 0.58895901036483078 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516 1.0000000180025095e-35 2.0347385979342092 2.4447367217090523 0.12652121915609915 1.5317718715476969 0.36062255767865864 -0.25444835547075345 0.31385964435604258 1.313041538630376 0.3991137131398087 -0.51232236646714169 -0.64284551309282778 0.21831437789653371 1.4378816785015087 1.0000000180025095e-35 1.1798318559903753 -0.71714562969398943
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 -2 5 14 7 8 9 10 -6 -11 -12 -1 -3 -13 18 19 24 -18 21 -21 -22 -23 25 26 27 28 -8 -29
right_child=1 4 -4 -5 6 -7 16 -9 -10 11 12 15 -14 -15 -16 -17 17 -19 -20 20 22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00011595441142938905 1.4122229975388295e-06 -2.1086536394033114e-05 -0.00013961062517279201 -6.0487799531673302e-05 -0.00011302186348218006 0.00035431773429487186 0.00045623041759807218 -0.00021198821195888317 -0.00015185069338417788 0.00012278895420359304 -0.00036956704963102282 -0.00015448615181006946 0.0002700422191068619 6.3799179826145054e-05 -0.00093283695779372133 0.0013459058486920774 -8.279050280923469e-05 9.4305039206130773e-05 -0.00014593623054117374 -0.00034699280974329278 5.5123862591894987e-05 -0.00084233794733176975 -0.00029573773808734576 0.0005615688296783805 -4.5265138030937491e-05 -3.2793331329328736e-05 -0.00052691408055224333 0.00058636644835851183 0.001544720399289371 -0.00011980242182234572
leaf_count=3144 192584 4669 5440 34413 8640 1384 989 2973 3798 12404 341 2545 1505 26415 152 31 9022 1955 11490 6847 2375 114 1599 305 22897 2379 203 334 155 829
internal_value=0 -0.0192899 -0.00949347 -0.00646026 -0.0489059 0.0726036 -0.0586942 -0.00988909 0.00725577 0.031403 -0.0533536 0.0843587 0.176056 0.0482816 -0.0450439 -0.129938 -0.0857612 -0.13862 -0.0514477 -0.164352 -0.235738 -0.32129 -0.0926136 0.273251 -0.015153 0.130722 0.294501 0.359414 0.603606 0.116053
internal_count=361931 332372 232437 226997 99935 6205 93730 32237 29264 25466 10486 14980 1846 29559 4821 2576 61493 22217 39276 20262 11240 7266 3974 419 27786 4889 2510 2307 1144 1163
shrinkage=0.000980392


Tree=4732
num_leaves=31
num_cat=0
split_feature=785 728 133 497 177 413 1318 1124 66 691 414 207 519 134 955 1040 827 1454 225 4 1243 758 914 760 641 1442 1174 47 11 1265
split_gain=9.59056 11.3007 11.2008 12.8192 17.2125 12.0408 14.483 11.3018 11.1812 10.8067 11.1002 10.681 17.0293 16.492 19.2485 16.4919 16.3675 18.2063 16.6995 16.5282 16.1434 20.5241 27.9376 19.955 17.9374 17.79 19.5475 24.094 19.046 17.4091
threshold=-0.86283290253235112 -0.90320472132347296 2.7171092817986957 -0.58848382679032385 2.2957577759955128 1.1452567480662685 2.0813658856061843 -0.12633483091919553 0.63891358310822721 -0.20057489051611388 -0.15027778054231575 -0.056979058706651924 2.1420547332082829 1.35321484427453 1.3670073888404592 -0.5846691968520229 -1.1316860141787215 -0.86730870454553399 -0.019460887349723403 -1.098405983536497 0.1673682737289636 1.4386561830248927 -0.12953027243890292 0.73184122296979992 -0.96702990593153648 0.83593708936788813 -0.18547061037534537 1.0000000180025095e-35 -1.3269091950289142 0.70211298924059073
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 9 -9 10 -5 20 13 14 15 16 17 -13 -19 -20 -2 24 25 29 -22 26 -23 28 -28 -24
right_child=11 2 3 5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 18 19 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0050546427874751309 -0.00032167500906305201 0.0028588382027358418 -0.05305274358858935 0.019416318895271678 0.032325749918488113 0.040037794610783134 0.060154517366444796 0.015783607514451081 -0.035114730474854521 -0.059976992617250119 -0.045264325273310847 -0.026776063420796494 0.0044785514739357525 -0.0033136926250912184 -0.004312461058058571 0.0016885447746222484 -0.0028099375529796965 0.011952523820678979 0.060014227593671476 -0.010847681597234121 0.0035379832079370705 -0.0096051792902343506 -0.000760544811955874 0.017999573646984134 -0.005080753642323306 -0.017199221894261669 0.032929054637087521 0.016940984927489845 -0.017505625140286387 0.021799140173643167
leaf_count=3254 119683 25483 178 66 36 64 30 193 83 107 65 281 10241 26443 12374 79460 24443 2654 52 920 4419 2005 3265 1924 40246 1176 136 1357 738 555
internal_value=0 0.0346303 0.0489877 -0.211812 -0.724785 -0.0552953 -0.170269 -0.268049 0.0397174 -0.632779 -0.218966 -0.00803441 0.00600503 -0.00129426 0.00859079 0.0176981 -0.0327658 0.109443 0.150069 -0.137039 -0.0212454 -0.0579808 0.033958 0.151703 -0.0841661 -0.0915933 -0.0145263 0.142581 -0.187686 0.0534664
internal_count=361931 29559 26305 822 214 608 544 514 276 238 131 332372 156868 146627 120184 107810 28350 3907 3626 972 175504 55821 11156 5744 44665 5412 4236 2231 874 3820
shrinkage=0.05


Tree=4733
num_leaves=31
num_cat=0
split_feature=462 1113 1110 1452 143 1193 1392 494 830 1256 208 641 288 134 978 1190 762 560 637 89 84 139 498 1040 568 976 775 704 18 960
split_gain=9.539 15.9887 15.0762 21.7945 17.5817 17.1419 16.7206 15.6874 20.5428 19.1782 15.7957 15.6917 17.1525 15.5923 15.9966 15.9382 15.2053 15.1038 15.287 15.0326 16.1142 16.575 14.9528 14.9467 14.8852 19.6652 19.3648 14.8375 15.8766 14.6558
threshold=1.9321621796069277 1.9936656149011287 -0.2998147977250159 0.44309789267733452 2.1079113614773388 -0.91828619073269813 -0.32837611922982973 1.0000000180025095e-35 2.4569310115382947 -0.10105390400812429 -0.31707228175427105 0.50203289198645307 1.4706317723764812 0.18779443907580573 -1.1628011537775296 -1.2002443528514031 2.7333272328924072 -0.2079520922438067 1.4296707486840059 1.1300812559043905 -0.89012664228884086 -0.29988927073588445 0.2641362242522951 -0.23103345563239977 -0.125408453557668 0.26802526416569789 0.35964038875921472 -0.52137596559518584 -0.11315625552027007 -0.64257916016084482
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 17 16 8 10 -9 13 12 -11 14 -4 22 -7 18 -2 20 -12 -22 -16 29 25 -21 -26 -25 -29 -23
right_child=1 -3 4 -5 -6 6 -8 9 -10 11 19 -13 -14 -15 15 -17 -18 -19 -20 24 21 23 -24 27 26 -27 -28 28 -30 -31
leaf_value=-6.2608419816947598e-05 0.040199511519212056 -0.020579707651137747 0.054698156253524359 0.015039083272408988 -0.032423894911466661 -0.013191173663724555 0.0024331458431069214 -0.019061966863974295 0.053586013073189276 -0.0065702817011887397 0.025624266648227031 0.0095268276182170972 -0.054660923130927276 -0.027263972256256336 -0.059634655872663526 -9.3153381542047394e-05 0.07169257568362386 -0.00064867194695777172 -0.059782149285036001 -0.035741890489049577 -0.021229225907425736 0.0088951163173718421 0.019787225618782781 0.04874122484475147 0.029295303059322993 0.04479659665340073 0.11597787700491032 -0.028217951075746952 0.022995330300223184 -0.036969014295931683
leaf_count=343674 319 1016 71 1448 399 2573 2483 2130 96 1572 384 938 114 709 124 1178 26 439 40 137 605 240 36 163 221 100 45 160 258 233
internal_value=0 -0.0601808 -0.0443698 0.0402056 -0.109103 -0.029851 -0.0839311 -0.0882056 0.0154402 -0.188997 -0.0108287 -0.05796 -0.197442 -0.171616 -0.0455555 -0.102271 -0.239468 0.307025 0.669666 0.125164 0.0262505 -0.0799983 -0.775502 0.107911 0.513486 -0.0278302 0.859584 0.365391 0.110428 -0.242529
internal_count=361931 18257 17241 7328 9913 5880 5082 9514 4760 4754 4664 2624 1686 2118 1409 1338 2599 798 359 2546 2043 1659 160 1054 503 237 266 581 418 473
shrinkage=0.05


Tree=4734
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 650 791 861 1367 588 575 518 1452 1470 1459 759 416 554 646 785 856 813 971 220 219 202 692 1374 732
split_gain=15.7186 16.388 20.6932 22.996 22.9003 35.4427 21.0137 20.8169 27.3682 29.9588 19.9418 20.5783 19.6697 19.2973 30.7852 20.514 19.6283 18.7867 18.767 18.7193 19.2836 19.0739 18.7118 18.7059 19.2684 18.5159 21.0629 18.9198 18.4032 19.5348
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.6923072129381651 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 0.71188872395471614 1.0000000180025095e-35 1.0794040238867422 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 0.90571909922259353 1.6850254067400623 0.99988622835687535 0.58460966528228819 0.35427719004364194 2.1641256470006294 0.40332586026162931 2.8921798140546033 -0.83407613635155664 2.6974842511353683 -1.2133709591318604 -0.66177662735578835 3.2946899365908435
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 -6 13 22 -9 -10 11 -3 17 19 16 -16 18 -8 -15 20 -2 23 28 24 -21 27 -27 -22 29 -4
right_child=1 10 3 -5 5 -7 12 8 9 -11 -12 -13 -14 14 15 -17 -18 -19 -20 21 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.7101323316195745e-05 -1.6874140621585073e-05 -7.8315367997067983e-05 -8.5400162352149589e-05 -6.6374996917017279e-05 -5.4446529614215216e-09 0.00020333166680102491 2.1165841425674787e-05 -9.2426243902606146e-05 2.4706212673699869e-05 0.00026720537363637337 0.00016458845195377572 7.029447170335971e-05 0.00042628193046097637 -6.4975679660169176e-05 0.00048154432579776771 -2.2818431818041977e-05 0.00019240422723863619 0.00036978464620725238 0.00031178729516563987 -8.8289090505465245e-05 -0.00018840802751138284 0.00022493426606144462 0.00010004346520187087 0.00022820958785033923 0.0011257917465505151 -0.00024776663942392577 0.00037778245232170137 0.00025616730736889728 -2.518779910445137e-05 -0.00056320556633828454
leaf_count=29559 24524 7439 41643 85264 18652 5059 4478 11003 30600 2483 4398 9681 857 6762 1277 531 2508 890 622 4385 1294 2486 3837 1287 49 5774 290 1169 52529 601
internal_value=0 -0.0165402 -0.0214831 -0.0316401 -0.0165311 0.0481729 0.0166325 -0.0284303 0.0151341 0.0478965 0.0405445 0.00670749 0.141896 0.00171648 0.080893 0.342627 0.0309794 0.0857825 -0.0290304 -0.0225349 -0.04837 0.0716447 -0.0474502 -0.0013457 -0.0719065 -0.15088 -0.219185 0.0417416 -0.0546075 -0.0927425
internal_count=361931 332372 310854 251671 166407 23711 59183 142696 44086 33083 21518 17120 6225 52958 11700 1808 9892 5368 7384 41258 33051 8207 98610 5721 4434 8527 6064 2463 94773 42244
shrinkage=0.000980392


Tree=4735
num_leaves=31
num_cat=0
split_feature=50 194 1023 1426 549 347 12 1418 294 969 1106 986 845 1037 994 534 1376 1246 1190 773 155 218 100 1449 1030 223 1469 1463 1450 1451
split_gain=9.58465 16.4707 13.7911 13.2053 14.3196 15.5818 15.4331 15.3847 15.1526 14.6109 14.1273 16.8057 16.8123 16.1634 13.7113 13.2858 21.2278 21.0076 19.481 17.4217 18.2388 17.2769 20.4546 17.1907 16.244 16.0484 17.7759 15.7799 26.5623 23.1918
threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.5066796363144226 1.3963709736238232 0.63529134111439578 0.56198106601550457 -1.0556392002671686 0.61503391028154419 2.5281192405401369 2.7406783879515699 -0.16229478086424967 0.46270109597142184 0.45653647085166366 1.3029643389910623 1.0000000180025095e-35 1.0000000180025095e-35 -0.68664781277246278 2.0276106722633025 1.0520811755679151 2.5706061283578809 1.0636775357745485 -0.43035704116546153 -0.99282961398148106 0.25161800432985465 0.56670278469791524 -0.78960425306717263 0.093874237470631963 -0.052537044703927886 0.20285747808121529 -0.051019922992007853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 6 7 -5 8 -6 -8 -7 12 14 -13 -12 17 18 27 19 21 -21 22 23 25 -18 -17 -27 -3 29 -29
right_child=-2 3 -4 4 5 10 9 -9 -10 -11 11 13 -14 -15 -16 16 24 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0028028438523563658 0.00031240825827387768 -0.0019101939120331098 0.033981099374190755 0.0097003650162674378 -0.0018930039346613582 -0.0010721387269321337 -0.013102739692331333 -0.02898558192863758 0.056431560704694399 0.067169083709945274 0.03060707689800414 -0.016678109179231005 -0.01036665466944367 0.089321940055029206 0.093339459114696599 -0.023256186030840537 0.0010810352635085264 -0.013761254601597142 -0.0062313872589907192 0.023277422418194964 0.10384773352807962 0.010278163742814525 -0.0028957417262573323 0.06226912619217654 -0.0097297564071095882 -0.0044337554760738081 0.064675910330574016 0.008313118643383759 -0.0040699542559709959 -0.00088917637250806648
leaf_count=74105 197382 30709 108 727 1776 390 4511 315 64 26 73 158 54 20 82 124 14921 1783 1623 193 34 6422 3192 97 2908 97 82 8452 5975 5528
internal_value=0 -0.0188157 -0.0539161 -0.000483883 -0.101221 0.0301709 -0.191453 -0.0798278 0.00665657 -0.247367 0.318232 0.624295 1.00205 0.00191821 1.31457 0.00731185 0.0486208 -0.0132951 0.119824 0.154198 0.731069 0.13934 0.00767762 0.477948 -0.00877293 0.201978 0.604938 -0.00559284 0.042243 0.094634
internal_count=361931 164549 74213 90336 8196 2932 5264 2155 1840 4537 777 387 209 178 155 82140 29693 52447 11864 10241 227 10014 3592 400 17829 303 179 50664 19955 13980
shrinkage=0.05


Tree=4736
num_leaves=31
num_cat=0
split_feature=616 1429 1394 706 980 145 124 1041 1313 284 983 79 1458 62 1048 983 69 291 852 705 551 1445 657 843 968 769 602 1183 594 655
split_gain=9.42056 15.4984 15.4953 20.8939 16.8441 19.0123 14.338 14.04 14.8783 14.4115 13.5678 13.3334 13.2199 15.2129 18.594 21.7814 23.5327 18.8128 17.8754 19.5638 20.3971 21.9209 17.2415 22.1284 22.089 20.965 19.1522 17.3239 17.2527 16.9292
threshold=0.57091520978742472 1.0000000180025095e-35 -1.4762494578210925 0.70013390574957002 0.57722639389574193 0.90457018734078776 0.9159563831342864 -0.80098151910196935 -1.4405288138249794 0.38824058246375154 -0.10876358206521679 -0.81733355617465786 1.8992776531617575 -1.2811150420666217 -1.436116858116794 -0.57302922527804612 -0.69444489024751843 -0.29139736160148544 1.0747610123934368 -0.67744713471412921 1.0000000180025095e-35 1.3475299883120082 -0.29429909822911982 1.5702737717443023 2.4016249554608682 -1.3181216569632104 2.6455866734826223 -1.5795736472662103 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 6 -5 10 7 11 -9 -10 -6 -3 13 -1 15 16 -15 -18 22 -20 -21 -22 25 26 29 -16 27 -24 -28 -25
right_child=1 2 -4 4 5 -7 -8 8 9 -11 -12 -13 -14 14 18 -17 17 -19 19 20 21 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0018836542281394795 0.00029336919132476449 -0.014200163746876075 -0.0049486240490985919 0.015576660738994764 0.0067439390488081841 0.13929937950729393 -0.041494291119273288 -0.048742402531141156 -0.014072803633204959 0.02640766482850478 0.12448651112480894 0.043635116263676617 0.0035130963678054309 -0.012007863808817201 0.011939719504094668 -0.0096590579754641265 0.020382060479305165 -0.00042844401945860025 -0.0031339620597268269 0.0007466787190324812 0.0090843415655669918 -0.0060960451815581969 -0.022111264854208175 0.0089473437733498199 0.030284795722383032 0.00099518969324818309 -0.0019477332619499328 -0.0011151837046640418 -0.019984959534446081 -0.00021779659940287307
leaf_count=67159 28174 109 25610 497 69 36 164 165 430 193 21 199 12597 1419 2426 7964 1190 1551 5044 9641 10634 1558 645 3275 319 82283 1286 88232 1303 7738
internal_value=0 -0.0354401 -0.0815227 0.149218 0.538766 1.35109 -0.0490117 0.0533811 -0.138677 0.0203062 0.68682 0.514494 0.000997235 -0.00245951 0.00575545 -0.0992836 0.0438012 0.172817 0.0099068 0.0626507 0.0907494 0.150035 0.00164481 -0.0182321 0.0720932 0.0261031 -0.0307538 -0.0247959 -0.217834 0.0547148
internal_count=361931 55667 27493 1883 623 126 1260 1096 788 623 90 308 306264 293667 226508 12124 4160 2741 214384 26877 21833 12192 187507 102798 11332 84709 91466 88877 2589 11013
shrinkage=0.05


Tree=4737
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 1438 74 633 481 1322 633 562 690 974 279 462 846 290 293 1103 900 1331 657 507 1290 1051 930 1246 1454 1464 1002 1043
split_gain=9.53203 22.35 15.8154 22.8053 15.7509 19.7777 14.7141 15.0693 16.4619 18.1321 14.9255 15.154 14.3709 13.8826 20.9046 16.5327 18.0374 15.6888 14.8751 14.7009 14.6214 23.1586 25.8524 17.0995 21.739 17.6082 16.1612 15.1806 15.0599 14.9281
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3263328046252252 1.0000000180025095e-35 2.3162287116035336 -0.48914047514421338 0.77880964072084458 -1.1059475175816744 0.090560310694117976 -0.65668212382279267 -0.16318558099762262 -0.5128439252407494 -0.20667354068439658 1.9321621796069277 -0.3021170497781272 -0.22707776701403007 -0.32384171687613111 1.4870550753895133 0.30543829859855093 0.039388533548736289 2.2603408215975165 0.22202972584594274 1.0000000180025095e-35 0.091365423674511712 1.0000000180025095e-35 1.5681913042637934 -1.0936914102283182 2.206306815114301 -0.32459312438081372 0.2389898121839257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 12 -6 7 8 9 -1 -8 -12 -5 20 -15 19 -17 18 -18 -16 26 22 23 24 25 -22 -2 -24 29 -23
right_child=13 -3 -4 4 5 -7 10 -9 -10 -11 11 -13 -14 14 15 16 17 -19 -20 -21 21 28 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.033024121540764333 -0.050037592139095845 0.00021882536292314568 -0.0033383838644124005 -0.021750148805877126 -0.059751039556079369 0.057317052858298724 0.013030686943871045 0.024683396640183052 -0.056968118321340577 0.03981534880840653 0.033191256655117886 -0.080011528825561451 0.0013598262809409651 0.00083089981243902118 -0.012204831544051531 -0.013757171111885073 0.0212702792458981 -0.038633366754042893 -0.0074585532140002868 -0.036179233364781717 0.013105536332666229 -0.013138783232634663 -0.013494237897575395 0.011291101003505808 -0.0081337367066772939 -0.045209907429157037 0.00082409336792465507 0.030714240087419249 -0.018947206805484111 0.012031309115010106
leaf_count=75 134 89389 71955 569 35 72 94 907 59 101 20 57 773 5357 1411 1374 707 116 413 735 1237 735 2018 2100 2143 89 177001 92 1671 492
internal_value=0 -0.0182359 -0.0563429 0.100718 -0.0921805 0.697867 0.297359 0.380302 -0.128326 0.213501 -0.298497 -1.0323 -0.15787 0.00671191 -0.0812752 -0.20607 -0.0814037 0.129885 0.212356 -0.382368 0.010931 -0.0697654 -0.00575279 0.0710727 -0.026014 0.201439 0.0160084 -0.224593 -0.241029 -0.0510331
internal_count=361931 164106 74717 2762 1449 107 1313 1142 235 176 171 77 1342 197825 10113 4756 2610 1236 1120 2146 187712 10577 7679 5569 3469 1326 177135 2110 2898 1227
shrinkage=0.05


Tree=4738
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 564 515 578 498 928 728 651 507 864 912 973 914 698 1431 332 75 1118 867 1469 689 625 1038 785 350 564
split_gain=15.0638 13.8783 22.4478 20.5487 46.9321 24.8841 21.3067 19.2776 19.9931 18.0677 26.4196 28.1863 27.523 23.9759 23.8198 20.7422 21.3836 20.418 20.1089 19.5268 24.7748 19.6893 19.5513 20.4805 19.0636 20.0104 18.9872 17.9829 18.3968 17.6308
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 -0.87905496296652397 0.59235351831561789 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.0941628986121894 0.72275257928592751 1.4915456331499788 0.84874543308613937 -0.20113678851527941 -1.7367869709315968 1.0099929608726099 1.0000000180025095e-35 0.85790627443505174 0.64129780657225999 0.28334438689989794 1.2347607809825396 -0.64429193114355554 1.7841998677764634 1.5197873595272351 0.58460966528228819 -1.3097015142199797 2.5200032278459363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 5 -5 6 -2 8 29 13 11 12 15 26 19 16 18 -18 -11 20 -12 22 23 -22 -14 -26 -3 28 -15 -4
right_child=1 2 7 4 -6 -7 -8 -9 -10 10 14 -13 24 27 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.7776990903478451e-05 -5.2989787615874651e-05 4.3638009887081792e-05 -0.00027203889534003172 0.00029374622780934864 -2.5472622970770208e-05 -0.00015213071695903958 2.4107509103866775e-05 -8.4456139916703297e-05 0.00045676047099898928 7.1866665760859307e-06 -5.6143181637255923e-05 -0.00017581162302928393 -5.2936824010890354e-05 -0.00073315414083426197 6.3432882166963446e-05 -0.00014212087728619329 -0.00017967440390476706 0.00021205714737710781 -0.00054762029446230758 -1.1930426662634018e-05 -0.00013259998805101783 1.6329549819693076e-05 -0.00054377430496398984 -0.00073366038686932273 0.00037510964282791594 -0.000247523319516587 0.00018886159517094708 8.6780686185764343e-05 -0.00011199846987782202 0.00034559864063990931
leaf_count=29559 86094 42560 602 2736 10940 11199 29310 22217 573 3210 32177 2089 761 320 12113 2719 846 5274 466 43211 3295 1528 1913 491 2737 302 4575 2435 5347 332
internal_value=0 -0.0147652 -0.00257036 -0.0344075 0.0526284 -0.0450458 -0.0336198 -0.068189 0.167774 0.00699979 -0.0103806 0.0665681 0.0978489 0.0403226 -0.0271268 0.0443182 0.0894362 0.169452 -0.0468208 -0.0425321 -0.0871334 -0.229164 -0.308097 -0.204857 0.256006 0.33081 0.0603246 -0.0717702 -0.141057 -0.0406628
internal_count=361931 332372 192093 140279 13676 126603 115404 23724 1507 168369 113132 18404 16315 55237 94728 12515 9796 6120 3676 82615 39404 7227 5699 3786 3800 3039 47135 8102 5667 934
shrinkage=0.000980392


Tree=4739
num_leaves=31
num_cat=0
split_feature=253 1011 1467 1442 1461 878 1391 1121 773 6 1116 1053 1381 8 421 832 428 489 690 346 567 425 1010 426 1245 225 1176 895 1107 1157
split_gain=9.44363 13.1671 13.2665 14.1055 17.784 16.6532 17.8281 16.4512 16.133 15.9361 15.8209 16.6171 15.4109 15.6923 15.2693 14.6963 25.9571 17.1766 19.5817 17.0825 21.5551 20.3816 19.025 17.4843 16.3518 16.1805 19.8935 18.9114 17.3276 15.7539
threshold=1.0000000180025095e-35 4.8909144503360773 4.0242090356330973 -1.2625182715263061 2.5032120688259147 1.6473864309851525 -1.5849041363287097 3.2193112452210872 0.81691313669031496 0.32628120726533433 -0.92191098908823255 1.3498783920614255 1.2467340665698063 0.11653098178127293 -0.89460071370970662 -0.85506282045864368 0.78339114066636972 -0.28886926732368717 -0.344287799803072 -0.43056267600961967 1.3744483743526497 0.91749857784620892 1.9615424434015647 0.51786505129086946 0.57051844957374576 -0.76570450321901096 0.44486979786920183 1.0000000180025095e-35 0.37909860588532412 1.3908200557045973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 9 -7 -5 -8 12 -12 -14 -9 16 17 29 -19 20 -17 -22 -21 -23 -20 -24 27 -27 -29 -11
right_child=1 -3 -4 7 5 8 10 14 -10 15 11 -13 13 -15 -16 19 -18 18 24 22 21 23 25 -25 -26 26 -28 28 -30 -31
leaf_value=0.00024337692064554627 -0.0045209725603233969 0.031791626033339224 0.011357470173231762 0.00042700064863516058 0.043167357109909842 0.07812497706137167 0.025861938788099767 -0.03568755864123857 -0.038713894154702722 0.0098311127600726102 -0.027178638829922476 0.042455412341172123 0.077607681286872843 -0.037843910925211117 0.042499566980583263 -0.010429894548661011 0.018942392068482816 -0.024355244610366259 0.008890939838605524 -0.00073735424371585594 0.016990855610324523 -0.060527163038500691 0.023941866300165687 0.040389686931512306 -0.024184698322529459 -0.031208238344121952 -0.054418689676662149 -0.024256444606863659 0.069578067652778755 -0.02769613237862055
leaf_count=231805 32873 135 1066 64451 170 61 239 52 22 1815 527 85 35 29 222 8468 977 876 850 15171 678 113 95 27 288 245 247 49 45 215
internal_value=0 -0.0213768 -0.0223749 -0.0250275 -0.0763688 0.223977 0.12441 -0.0111745 1.11205 -0.0129232 -0.0180584 -0.226231 -0.377401 0.657388 0.591174 -0.0606006 0.058406 -0.0364121 -0.196917 -0.0861454 -0.169091 0.187743 -0.0344002 -0.691623 0.0066486 -0.429359 -0.582707 -0.18691 0.5888 0.12592
internal_count=361931 130126 129991 128925 34041 1168 1085 94884 83 94610 915 676 591 64 274 30159 5021 4044 2014 25138 9286 818 15852 140 1138 681 586 339 94 2030
shrinkage=0.05


Tree=4740
num_leaves=31
num_cat=0
split_feature=728 189 473 837 31 1046 353 842 473 763 1132 1470 424 1111 355 429 16 1382 511 1177 844 151 276 705 546 1187 1398 296 23 1040
split_gain=9.4509 12.8477 14.4245 13.16 15.7526 18.0339 18.0096 13.9297 13.4817 13.3694 12.9193 12.8186 13.1194 13.0923 15.0553 18.8574 18.2707 14.7895 17.7352 12.7824 14.7146 12.7816 14.0314 13.062 14.3651 17.1718 17.8346 16.0171 14.6511 13.0599
threshold=1.0000000180025095e-35 2.7059755265676442 2.9797228729073066 0.8706652401749474 -1.0107492027090985 0.20659843536254893 1.0473743276795402 3.1048954322592532 1.0000000180025095e-35 -0.30976962957027449 1.3962817590369485 -1.3782462404802098 -0.65175142424391919 2.3727033970874669 -0.29790755827186671 2.1322335752927102 1.1051908511735136 0.63067725214974923 1.3983252645387927 1.2960515487322615 0.57972229945399134 1.5140142372431677 2.7073543119831651 1.0357040380781497 -0.60246384342380399 1.7707001378344149 -0.51497608950140195 -0.4006812086654683 -0.85449817444116605 -1.0869926929026239
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 9 10 8 -3 -5 -6 12 -2 21 -15 16 17 18 -16 -10 -21 23 -23 -13 -25 26 29 -27 -28 -26
right_child=11 2 -4 4 6 -7 -8 -9 19 -11 -12 13 -14 14 15 -17 -18 -19 -20 20 -22 22 -24 24 25 27 28 -29 -30 -31
leaf_value=0.00026743028070736391 -0.022619005692175183 -0.0082175638154113589 0.11318027398918465 0.059909417898183548 -0.016314021303699772 -0.040717048262460781 0.057498182135666709 0.054243370888460131 -0.037484575574021656 0.21842403312254227 0.063841647691064915 -0.0004675665812255772 0.074142530438088314 -0.022496686688751041 -0.0062953112654051558 0.10626085784566892 0.035578458931054303 -0.042712015357565108 0.097934524752138596 -0.027332927945165016 0.086251139471195615 -0.0070702679090754996 0.035111681932173837 -0.023360452340946844 0.084272723543198091 -0.0039726455351624061 0.048637009425121384 0.10116792300280582 -0.033193391335442218 0.0061592122910688434
leaf_count=249758 24 1186 20 20 666 24 62 33 865 21 46 97127 47 1264 1073 27 193 237 39 105 35 7174 140 1032 52 40 29 40 391 161
internal_value=0 0.00388787 -0.182857 -0.198986 0.142014 1.48757 0.00633309 -0.305256 -0.341448 2.4788 -0.194581 -0.0241 0.866621 -0.0249872 -0.216781 -0.0313681 -0.0764427 -0.19846 -0.0613979 -0.62356 0.350249 -0.0207746 -0.125731 -0.0130942 -0.249298 0.0367385 -0.134906 1.04062 -0.478432 0.475123
internal_count=361931 252841 3083 3063 839 65 774 2224 2191 41 712 109090 71 109019 2833 1569 1542 1349 1112 1005 140 106186 7314 98872 1745 713 633 80 420 213
shrinkage=0.05


Tree=4741
num_leaves=31
num_cat=0
split_feature=129 1469 160 140 1002 1051 155 699 1187 639 1468 700 1051 1232 978 637 479 487 1470 280 1391 1038 568 1271 831 1452 1328 626 904 442
split_gain=9.39336 12.4037 15.5035 13.1448 13.4701 12.5727 13.1737 12.1811 15.2092 19.7437 15.213 15.1536 17.1867 18.692 15.5051 18.9327 18.4079 18.9595 17.5141 17.0814 16.5791 16.4643 15.6772 18.3218 15.3517 17.9733 16.1287 15.1614 21.4002 20.3013
threshold=1.0000000180025095e-35 -1.3263328046252252 0.62716208339546164 1.0424973368224395 -0.83616113230718914 0.82257889740356749 0.95185077593094392 0.57952241499799417 -0.2064002688561227 0.42721408539040334 5.395510907324077 0.80354110833047032 2.658618568664846 0.78391842308143811 0.6627178747912742 1.5967780406242236 -0.67311526897902707 -0.34826107510335652 2.7334943571571246 1.0556422711524576 0.20977175484202834 -0.40486129107026464 0.22932425572241524 1.7210575739847862 2.0523937188146193 1.3895128202463656 -0.236842261521272 -0.49029278631334433 -1.0090577521763711 3.2825826359195389
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 -7 11 9 -9 -10 24 13 14 15 18 19 -18 22 21 -21 -17 -13 -24 27 -26 -27 29 -29 -1
right_child=1 -3 -4 -5 5 6 -8 8 10 -11 -12 12 -14 -15 -16 16 17 -19 -20 20 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0013503047006389636 -0.016655360343245908 -0.0022619417469418798 -0.032986602104828414 -0.020787465681714846 0.032835840009788446 -0.049209621078125751 0.042317035486754834 -0.0019133879140037981 0.00039261519573941043 -0.0098680535042317396 -0.031977851423178709 0.0072361036073418043 0.024380930086010076 -0.0036800166552878461 -0.0011021092684637172 0.055353150155363628 -0.020123981590725343 0.024616534705398208 -0.042243117140742456 0.038715600181955738 0.13561935377392828 0.010864589797295099 0.0018921953163588635 -0.02226805583269495 0.0030889385969635349 0.0074580436645459132 0.040138263689873756 0.0046367407112862915 1.8254902464609161e-05 -0.015993233476639338
leaf_count=63830 120 47185 104 107 487 55 29 29210 41139 7147 182 12307 505 6488 6591 148 274 314 119 54 33 316 6516 495 7619 419 279 14615 113633 1611
internal_value=0 -0.0380775 0.214585 0.308434 0.414813 0.53587 -0.276619 0.00112259 -0.0252834 -0.0633203 0.00468769 0.00929372 0.0552438 0.0487834 0.0739778 0.106098 0.398241 0.0731135 0.088895 0.668498 1.55191 0.49948 0.0941672 0.00650905 0.00164459 0.094432 0.418014 -0.00283175 0.0112456 -0.0333764
internal_count=361931 48087 902 798 691 571 84 313844 77678 36357 41321 236166 34160 33655 27167 20576 1139 588 19437 551 87 464 19318 7011 202006 8317 698 193689 128248 65441
shrinkage=0.05


Tree=4742
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 564 515 564 928 728 651 507 912 864 332 75 973 914 698 1431 1118 867 1469 1038 689 625 1247 1468 540 381
split_gain=16.9679 14.2504 23.867 20.575 47.2996 25.1425 20.9652 19.0845 17.8886 27.6173 28.3367 27.2927 24.0322 23.4959 20.6752 24.6745 20.4562 21.7158 20.3753 20.0327 19.5197 19.4775 20.4266 19.221 18.8425 19.7988 17.6097 17.8617 19.6743 23.7244
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.8264116105874431 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.0941628986121894 1.4915456331499788 0.72275257928592751 1.0000000180025095e-35 0.85790627443505174 0.84874543308613937 -0.20113678851527941 -1.7367869709315968 1.0099929608726099 0.64129780657225999 0.28334438689989794 1.2347607809825396 1.5197873595272351 -0.64429193114355554 1.7841998677764634 -0.76114766347539387 0.50871131412698856 0.35001124564692748 2.1979211646067411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 5 -5 6 -2 -4 13 10 11 16 14 23 15 -11 17 19 -19 -10 21 22 -17 -3 -13 -26 -8 28 -28 -30
right_child=1 2 7 4 -6 -7 26 -9 9 12 -12 24 -14 -15 -16 20 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=4.0583319604844937e-05 -5.3429693277189054e-05 4.3249106116464308e-05 -8.6318871217257986e-05 0.00029409644323034575 -2.637663698465372e-05 -0.00015333452491070871 -9.0446173932908869e-05 0.00016455694426838652 7.8622150991067258e-06 -5.7756217787723078e-05 -0.00017464391971740395 -5.0010903064300989e-05 6.3623919351526355e-05 -6.9366579338969321e-05 -1.1350477364076942e-05 -0.00013384662841661401 -0.00013880605036970794 -0.00017710220829076802 0.00021448935920533659 -0.0005462605871529425 1.3970151655172615e-05 -0.00054428785863774897 -0.00073415317203974527 0.00018939065732957893 0.00037577848882569862 -0.00024388935588722058 4.3293257616562923e-05 -8.4123364300284377e-05 0.00017655304517423152 0.0008219730697249844
leaf_count=29559 86094 42560 22268 2736 10940 11199 7152 1456 3210 32177 2089 761 12113 8102 43211 3295 2719 846 5274 466 1528 1913 491 4575 2737 302 14126 4283 3513 236
internal_value=0 -0.0151711 -0.00281223 -0.0350737 0.0520239 -0.0457177 -0.0342317 -0.0704524 0.0070604 -0.0102356 0.0684684 0.0998469 -0.0273547 0.0402223 -0.0428284 -0.0887167 0.0465217 0.0913277 0.17199 -0.0460144 -0.230453 -0.309056 -0.206025 0.0600264 0.257396 0.331768 0.0235034 0.0561806 0.0908308 0.235279
internal_count=361931 332372 192093 140279 13676 126603 115404 23724 168369 113132 18404 16315 94728 55237 82615 39404 12515 9796 6120 3676 7227 5699 3786 47135 3800 3039 29310 22158 17875 3749
shrinkage=0.000980392


Tree=4743
num_leaves=31
num_cat=0
split_feature=1078 789 491 381 654 51 410 625 840 1322 767 1259 428 572 835 218 353 1316 1087 707 416 1335 1383 218 708 1429 701 1176 900 1324
split_gain=9.26245 12.133 20.3766 20.4965 19.4191 16.3251 17.6316 16.1132 15.3522 16.469 17.5826 17.0885 16.5059 17.9193 16.9038 18.103 16.7683 15.357 15.17 14.917 14.8887 16.866 15.6383 15.1264 14.8198 15.7928 15.2756 15.0506 16.9101 17.133
threshold=1.0000000180025095e-35 1.1248358748350926 2.4855199008622759 1.0000000180025095e-35 1.0000000180025095e-35 1.8613588887694643 0.47782099361054431 2.47446640497953 1.6458615467161397 0.90267721428204417 2.1436167122576428 0.54544691262784495 0.47856842784382497 0.1217419778734769 -0.77437116406867357 -0.10523296175553752 -0.96934695817558436 0.42494810848362313 4.1936450872564981 1.4303204145117359 -0.076872109705590039 1.0919289398075405 -0.94795772756635666 0.32094319638990348 1.4982018437758742 1.0000000180025095e-35 2.2139865389644675 -0.46993631888519022 1.9435924838576091 -1.5495998461925984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 7 -1 -7 24 9 12 17 -12 13 -6 -14 -16 -15 -11 -5 -9 22 -22 -17 -23 26 -26 27 -3 29 -29
right_child=-2 2 -4 18 8 6 -8 19 -10 10 11 -13 14 16 15 20 -18 -19 -20 -21 21 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00056392960170031274 -0.0015309158012054788 0.00016572421069224413 -0.01921872536987131 -0.005943726653069077 1.9505520691661795e-05 -0.0005734639338128032 -0.011370459769592315 -0.020048474778534185 -0.017075124059467938 -0.0089586096731162062 -0.0055359536092888977 0.042575564316304125 0.0053439667543432913 0.035990132127134838 -0.025284993482384097 0.028892792846263834 0.0081525966102570912 -0.034698719766446388 0.072041867146978342 0.05120073713156012 -0.00094332356371812278 0.091727810139309557 -0.028822985737478005 0.009411119002845211 -0.027640527276957677 0.005359997864178412 -0.033729701995602539 0.047463079072617383 -0.019413408194866429 0.011129174988028002
leaf_count=245942 71586 2644 875 10171 4346 6457 5254 641 860 862 373 111 975 406 895 79 1564 470 25 57 634 42 400 61 393 472 142 184 233 4777
internal_value=0 0.00222014 -0.0392456 -0.029766 0.0104258 0.00773487 -0.090637 0.0890241 -0.0498051 -0.0271425 -0.226548 0.134256 0.0111839 0.0788357 -0.123798 -0.245229 0.268552 -0.36682 -0.113896 -0.292325 -0.0694318 0.124737 -0.394288 0.91972 0.112766 -0.191227 0.141865 0.154102 0.220361 0.246909
internal_count=361931 290345 32692 31817 21621 257653 11711 9543 12078 11218 1816 484 9402 6316 3086 2111 1970 1332 10196 698 1216 737 479 103 8845 865 7980 7838 5194 4961
shrinkage=0.05


Tree=4744
num_leaves=31
num_cat=0
split_feature=50 332 533 140 482 1244 843 1037 840 1039 810 1116 209 225 1014 1047 1326 1400 283 905 417 6 1 1335 246 555 1456 773 917 1452
split_gain=9.26587 16.8177 23.8131 18.2057 16.4957 15.6006 16.7576 17.6896 17.4662 15.6536 15.4092 24.2459 19.7416 17.6201 16.7412 17.2036 16.7412 19.5031 16.9654 16.9636 16.8531 19.2514 16.6398 16.5753 16.5566 16.033 16.8997 15.7653 20.5652 15.9832
threshold=0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 -0.24863036947021613 -0.29418823804247007 2.1213803303868137 1.7594804287203607 0.37165515759741935 -0.61002854833496378 0.21420315793780834 -0.65819684525605759 -0.96164459545128012 1.7386713343556688 -0.3164353875426032 1.9117660652834578 2.4233360593059579 1.0000000180025095e-35 1.1920396740625516 1.0136913261213163 2.2242441017633241 0.096526067261703583 -0.43963619946483973 0.093884790370663093 1.0000000180025095e-35 0.2810733516250053 1.3667851567911549 2.3245100804848868 -1.1162275099385826 -0.074169598708651432 -0.16089806472507856
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 -6 9 -9 -8 13 12 -12 14 -3 -16 23 19 24 20 -18 22 -22 25 -19 26 -15 28 -13 -29
right_child=-2 4 -4 -5 5 -7 7 8 -10 -11 11 27 -14 16 15 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0063285132662613229 0.00084888181474175204 0.0037515269201764943 0.00011983452504593267 -0.0017380114396092841 -0.0015481465312802854 0.0068558279825161831 -0.0043048176123612527 -0.018800982282913006 0.019478508986641271 0.013084630859588079 -0.0029909260246003353 0.0029057099848914993 -0.035772432171551634 0.0013443194348914697 -0.021520612139124564 0.071490786161716322 -0.0028574073928674484 -0.01279417441357392 0.034512875790623787 0.042294050657342298 -0.016589442702463205 0.01825591432292091 0.02677859562293336 -0.01500969444675373 -0.054885093859471525 -0.032706677195577592 -0.049238555725535371 0.0068076574882011825 -0.018989645610158083 0.0017499485079172747
leaf_count=34643 84163 9064 52899 42284 78989 3279 2118 189 1176 893 5460 1846 337 2637 532 23 3539 419 64 111 422 1106 134 2388 172 218 98 17862 1197 13669
internal_value=0 -0.0102926 -0.0340016 -0.0700169 0.00504707 -0.0160995 -0.0224863 0.106686 0.305233 0.0121523 0.0328307 0.0596864 -0.0956178 -0.014456 0.0539149 -0.33681 -0.0730914 0.00357667 -0.357716 0.0453453 0.0270536 0.203774 -0.122685 -0.16538 -0.478592 -0.0508641 -0.00508331 0.0798597 -0.0971797 0.0928612
internal_count=361931 277768 129826 76927 147942 86644 83365 4376 1365 3011 61298 40371 5797 20927 9619 555 11308 5967 655 5312 5201 1662 556 5341 591 2953 2735 34574 3043 31531
shrinkage=0.05


Tree=4745
num_leaves=31
num_cat=0
split_feature=785 728 784 657 922 864 720 384 350 718 833 1246 434 559 647 590 20 846 290 491 969 1390 1050 570 1421 82 350 422 1396 11
split_gain=16.3082 13.879 18.5657 18.1649 16.7638 17.9264 17.86 17.3943 17.1807 17.6475 23.4635 22.4501 21.956 18.8959 16.6565 35.7484 16.6532 16.6263 16.7406 16.4153 17.773 16.4491 16.2064 16.1638 16.2094 16.6365 16.8745 20.3863 20.0326 17.1811
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 0.8808338060330112 0.72275257928592751 1.0000000180025095e-35 -0.7284015983301716 -0.54100357354515338 1.7690287660176487 1.5919315457291203 -0.74029609857671408 -1.1991617827164551 0.37529151969682834 -0.87782724458594241 0.58895901036483078 -0.85260503279661171 0.92759726108368712 1.1551494272064851 0.28737612900984566 0.16900592939467912 -1.2431455610252822 -0.65319606080204651 -0.4998781572545779 1.0107116206971127 1.1252722468158061 -0.4929599522529769 1.0939301863914108 0.8863174324919626 -0.9594119830718516
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 -6 -7 -4 10 11 19 16 -11 15 -3 -13 -8 -19 20 21 -10 -14 24 25 26 27 -16 -28 -29
right_child=1 14 3 -5 5 7 17 -9 9 13 -12 12 22 -15 23 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=3.9179552005400705e-05 -1.6474337238208132e-05 -3.8460363646855278e-05 -5.8344184338934114e-05 -0.00016494978800955551 -5.5489598625058035e-05 -0.000570001309891569 0.0002474663825363038 2.5671859903787745e-05 -0.00099425557367411807 0.00024223509164403995 0.00028721853142048547 0.0016655398031394108 -0.0002576617314944231 -6.3354895373434511e-05 -0.00010802071827175888 0.00035586470316959141 0.00017908628599342438 -0.00024796367964314317 0.00074645314135918055 0.00030433240901952906 -0.00020463495993118183 0.00025540706756212736 -2.999320393875425e-05 -7.6552473680203129e-05 -0.00020410570866950415 -0.00014527644525872516 0.00012555799445271347 -0.00036816052819790005 -0.00012131496974087497 0.00027200019050616997
leaf_count=29559 190291 4821 10138 1947 1445 282 5721 946 68 3512 1334 49 2070 1319 8640 1384 103 620 85 1444 956 1074 9033 61493 2973 3798 12404 341 2576 1505
internal_value=0 -0.0154927 -0.00660497 0.0351656 0.0456071 0.127462 0.166424 -0.112991 0.0204316 0.0549756 0.0193259 -0.00658726 -0.056286 0.168925 -0.0424377 0.0773956 0.791431 0.215056 -0.114147 0.142854 0.0129941 0.2016 -0.067704 -0.0521071 -0.00532668 0.0114986 0.0352565 -0.0489092 0.0877775 0.177924
internal_count=361931 332372 232437 42146 40199 9099 7871 1228 31100 20962 16131 14797 11255 4831 99935 6205 152 6426 705 3542 2098 1142 11103 93730 32237 29264 25466 10486 14980 1846
shrinkage=0.000980392


Tree=4746
num_leaves=31
num_cat=0
split_feature=785 728 647 590 784 657 1022 785 1016 346 1249 1040 834 570 922 864 720 350 718 833 1246 434 559 384 20 846 290 491 969 1390
split_gain=21.0659 16.0671 17.1308 35.8118 16.9144 18.0026 16.8715 18.0159 17.5005 17.9187 19.0861 22.5773 17.5634 16.7401 16.5652 17.8439 17.6718 17.4983 19.2328 23.5622 22.3927 21.6628 18.8736 17.1966 16.8709 16.7139 16.8361 16.618 17.6257 16.4955
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.9594655836162902 2.2603408215975165 1.0000000180025095e-35 2.9970139449733542 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.0780443506202029 -0.4998781572545779 0.8808338060330112 0.72275257928592751 1.0000000180025095e-35 -0.54100357354515338 1.7690287660176487 1.5919315457291203 -0.74029609857671408 -1.1991617827164551 0.37529151969682834 -0.7284015983301716 -0.85260503279661171 0.92759726108368712 1.1551494272064851 0.28737612900984566 0.16900592939467912 -1.2431455610252822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 14 8 -8 9 10 11 12 -2 -4 17 16 -16 -6 19 20 27 24 -20 -17 -22 -18 -27 28 29 -19
right_child=1 2 13 -5 5 -7 7 -9 -10 -11 -12 -13 -14 -15 15 23 25 18 22 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.4644718903255348e-05 -0.00031211419591834654 -4.0615796610909449e-05 -8.3804781038568614e-06 0.00035391740503100448 -6.1918265729776995e-05 -0.00016703964738867512 -5.662192519691706e-06 0.00013650816136144686 -1.6992718155064756e-05 -0.00017516224616871473 -0.00019002423670131806 1.6424614262790773e-05 0.00087842684521929925 -8.0880964989047055e-05 -5.7939542883965926e-05 -0.00056994386558339581 0.00024348533727003343 -0.00099990063060153124 0.00024429022563113767 0.00028340822745044132 0.00166139188941736 -7.035859409462337e-05 -6.097283311088094e-05 2.1855239277945656e-05 0.00016629194963619547 -0.00025266706323745204 0.00074390539149416087 0.000300752689116615 -0.00020862397193013776 0.00024930828447661501
leaf_count=29559 2747 4821 32237 1384 10138 1947 98491 4510 45923 14802 6707 17016 95 61493 1445 282 5721 68 3512 1334 49 11103 1319 946 103 620 85 1444 956 1074
internal_value=0 -0.0173687 -0.0463192 0.0751313 -0.00781005 0.0320206 -0.0175389 0.000397919 -0.0443516 -0.090415 -0.0513573 -0.0141816 -0.269557 -0.0561064 0.0424009 0.123716 0.162561 0.017407 0.0522458 0.0150782 -0.0108569 -0.0604368 0.17114 -0.116001 0.78075 0.210907 -0.118783 0.13825 0.00778592 0.195343
internal_count=361931 332372 99935 6205 232437 42146 190291 103001 87290 41367 26565 19858 2842 93730 40199 9099 7871 31100 20962 16131 14797 11255 4831 1228 152 6426 705 3542 2098 1142
shrinkage=0.000980392


Tree=4747
num_leaves=31
num_cat=0
split_feature=785 21 253 749 8 1418 1050 1470 1467 1225 1455 1466 1469 875 1463 555 1469 501 777 685 1100 114 955 1463 776 554 476 288 1467 402
split_gain=9.57849 10.7984 15.4382 15.9455 19.1488 17.7981 17.2236 17.2017 21.1783 19.5353 18.0391 16.4978 27.7913 17.0968 16.4577 20.5628 20.2264 18.3975 18.1434 18.3518 20.4788 18.8114 18.1259 17.8495 19.6715 21.6142 19.5968 18.9988 18.3985 17.6632
threshold=-0.86283290253235112 -0.70163543588998201 1.4775148743260689 1.0000000180025095e-35 -1.9669140915725871 -0.66484004666273744 -1.6906656226380588 -1.2008461188180046 2.7040346143881591 2.3174979571665637 0.6706898098482198 0.27725162624946764 1.171815316512917 0.53568775283694692 -0.16651745093505757 2.4002152648630299 1.1246062181607004 -0.38561671726749297 -1.1687697667209751 1.451957079582666 -0.40327235445934179 1.226195122007276 2.3308467365638124 0.27735576329560918 -0.91577903196548316 2.0141190528007065 1.0000000180025095e-35 -0.58328784276023049 -0.31819417591303473 -0.92710518500779682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 -7 -9 10 -10 14 13 -13 15 16 18 -17 -8 21 -21 -20 23 24 26 -26 27 -16 -25 -23
right_child=1 -3 -4 5 6 7 11 8 9 -11 -12 12 -14 -15 22 17 -18 -19 19 20 -22 29 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.00178311955563359 -0.023808880530047843 -0.00074622431382617932 -0.0041780378710957102 -0.0056698952282288814 -0.0074541411921243833 0.008017840182917747 -0.054122467845395095 -0.00058528332485027073 -0.0045856143250278007 0.077591448946117927 0.027666180029767097 0.0039747361410299503 0.037780367185324543 0.016251857113941819 0.022330236175021775 0.0070035078943430536 -0.013957921105162169 0.08538873563503814 -0.0023404327753432084 -0.00039111957054019977 0.038717536971164423 -0.017294232922289442 0.038342004632507511 0.0084311079420477889 0.0051770829829415558 0.044835776956046965 0.0022789309136032289 0.073626470538752528 -0.0059437033351192855 0.021917052133488699
leaf_count=29559 463 241364 11691 8535 2102 3977 102 35153 544 59 396 5491 365 1938 216 88 1939 66 7557 434 428 194 206 2254 2868 171 218 146 2661 746
internal_value=0 -0.00700046 0.0166951 0.0273796 0.0685615 -0.00234927 0.0749992 0.0188398 -0.000296448 0.331453 0.245405 0.089242 0.175884 0.144623 0.0517154 -0.0105498 -0.023668 0.801434 0.0180039 0.0280979 0.382674 -0.00388027 0.126369 0.108792 0.231737 0.155465 0.614721 0.922588 0.0161477 0.291282
internal_count=361931 332372 91008 79317 30653 48664 30190 40129 36152 999 940 28088 7794 7429 20294 11554 11400 154 9461 9359 862 8497 8740 8534 3619 3039 580 362 4915 940
shrinkage=0.05


Tree=4748
num_leaves=31
num_cat=0
split_feature=1431 397 1462 845 833 1190 892 290 691 1049 556 212 1174 503 1111 760 1155 966 558 699 634 966 254 1038 501 1321 1449 1105 556 763
split_gain=9.27959 11.517 13.3353 12.7291 13.6837 13.5733 13.3291 13.2341 14.8239 13.0347 16.078 15.5584 14.8373 15.8871 18.402 16.6739 14.916 15.2783 14.5897 14.6069 14.5466 16.571 13.7501 13.4172 16.3791 15.8153 15.6844 15.1669 18.2765 14.2758
threshold=1.8641952677858011 2.2339734547264651 0.60855133363586655 1.4369699733846677 0.92627864904323187 0.60161606988405147 2.779442151898877 0.69036542914987897 -0.59623246162764965 0.66060343581121261 3.0999852556404028 3.0552588648239483 -1.0371449893826437 -0.80073361545985866 0.45399467769979979 -1.0931052717892327 1.1083433489484751 -0.46036259852071165 2.2424968769526887 -1.3571196592700001 0.46982168093481375 -1.2184840528721661 0.52656206759154367 -1.0905173728456237 -0.39326266694149575 -1.5173222602673382 -0.23193492241610289 0.080591075269933574 -0.78565159595875234 -0.80437907982515389
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 9 6 -6 -5 8 -8 10 12 -11 -2 14 18 -16 -17 22 19 -14 -12 -22 -18 24 25 -15 -25 28 29 -28
right_child=1 2 -4 4 5 -7 7 -9 -10 11 20 -13 13 23 15 16 17 -19 -20 -21 21 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-3.3090462869945839e-05 -0.02081292008285264 0.021836199892444761 -0.039782714985287695 -0.025579247750223435 0.10617924154094645 -0.039125453008004227 0.093886715797055542 -0.060535126263139442 0.0029113839366648187 -0.011738373698181129 0.0052890296929259291 0.079542321772537367 0.041557153427724085 0.10003529103707001 0.084808826818103852 -0.02979554866344505 -0.033547245359398736 0.044188607125854068 0.098366497207909451 -0.0092796693056795831 -0.057382631622659823 0.10490754723006215 0.047522929239885915 0.0068268688602700425 -0.023550003336071414 -0.00087099027238527024 -0.032928908299967162 0.0056313061511084703 -0.019502279982770619 0.026262960466503307
leaf_count=345176 727 542 99 1605 24 28 44 48 133 2828 161 29 106 27 61 94 144 340 21 802 23 65 65 3194 1601 779 90 1205 1627 243
internal_value=0 -0.0671724 0.293068 -0.0818897 -0.337441 1.04479 -0.392975 0.262754 0.604899 -0.0580229 -0.0142792 -0.214135 -0.0284069 -0.0022741 0.235545 0.563326 0.414261 0.583482 -0.00525139 -0.0602799 0.749016 1.58367 -0.0972756 -0.0509835 -0.265013 0.0763168 0.00408764 -0.126708 -0.265824 0.244901
internal_count=361931 16755 641 16114 1882 52 1830 225 177 14232 11375 2857 11126 10399 1633 704 643 549 929 908 249 88 209 8766 2407 806 6359 3165 1960 333
shrinkage=0.05


Tree=4749
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 728 900 1148 276 553 746 395 873 507 14 1110 146 486 389 1445 800 280 1458 760 1023 1397 912 530 695 687
split_gain=15.7331 14.9875 18.7095 21.2416 19.4707 18.4968 21.9467 28.0328 26.301 22.0602 21.8187 22.8518 22.6318 21.0951 20.2021 19.7126 19.4349 19.1132 19.041 24.0178 18.9266 19.8244 18.3366 18.0683 20.9989 17.7756 17.6512 18.4527 17.9887 17.8993
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 0.081690409880240483 1.9644670326249816 0.20121479534615047 1.2005743410820591 1.0000000180025095e-35 0.66415532897360485 0.45120890067825536 0.65809631222906606 1.2245424777433314 -0.063695276900431641 3.0783482178314734 -0.072877624658643128 2.0012238438612475 -0.68639091397834817 1.0000000180025095e-35 -0.96536597793973244 -0.24405659694353735 -0.057946545770453828 2.2900273674543703 0.70927810338505048 -1.552491894208915 0.52543682819962123 2.1097569808217282 0.65487624432628355
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 13 10 8 -8 17 11 26 15 -2 -13 16 22 -10 -19 -20 -14 -22 -12 24 -9 -25 -7 28 29 -28
right_child=1 2 3 -5 -6 6 7 23 9 -11 12 14 20 -15 -16 -17 -18 18 19 -21 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=3.9211134831822412e-05 -4.5336487004008526e-06 -3.5656181855255388e-05 0.00022904994478625449 9.2984302947306197e-07 -6.4099747015770162e-05 -0.000297248214030907 -4.45442878126743e-05 0.00021965200587212969 -2.0135188066382277e-05 -0.0001356910826468199 -2.3064784587902613e-05 3.0216332533914579e-05 -0.000167236227320833 0.00010222666646306618 -0.00021894701224800227 -5.4163719472677964e-05 0.0010257704803918303 7.363728177866415e-05 0.00062193900621633155 -3.2054676293650098e-05 -0.00042728331977715298 7.026661473449136e-05 8.5476156317380934e-05 4.3350268908034271e-05 -0.00048440158201867558 -0.0004941352433613179 -0.00017537773671041313 -2.3225443534696382e-05 -0.00048490738890906595 -4.502147733500029e-05
leaf_count=29559 48652 9447 5244 5700 1127 5306 65163 4825 13696 4141 16771 11981 8959 10531 2034 23803 82 19280 571 435 496 3692 15378 1780 204 388 23171 15678 1325 12512
internal_value=0 -0.0144512 0.0401748 0.0930585 0.177424 -0.0191861 -0.0288007 -0.00481218 -0.0154329 0.031901 -0.0505301 -0.0869141 -0.0233855 0.016892 -0.00577169 -0.00263652 0.034105 0.0499297 0.091677 0.37338 -0.109593 0.0168406 0.0309073 0.127084 0.195699 -0.0494908 -0.116749 -0.103032 -0.139208 -0.127745
internal_count=361931 332372 21518 12071 6371 310854 251671 110483 103286 38123 141188 72007 69181 59183 14015 56034 32231 33982 20286 1006 13147 4188 32149 7197 5029 2168 57992 52686 37008 35683
shrinkage=0.000980392


Tree=4750
num_leaves=31
num_cat=0
split_feature=614 890 768 795 705 566 434 854 797 710 416 1002 921 651 965 988 269 638 1077 1469 816 913 969 340 83 361 492 76 1324 1370
split_gain=16.4401 20.4458 21.3246 21.2115 21.778 23.3853 20.8153 20.4111 54.2794 23.4656 22.4427 21.6892 25.4104 24.258 27.1925 21.0531 20.8377 20.1105 19.5782 18.3277 20.1909 18.4837 18.078 17.5096 17.726 18.7271 17.4766 19.549 17.4052 19.1577
threshold=-0.75411934043310735 -1.3230736206490437 1.8936793896627242 -0.29258408639884992 0.28191752204954684 1.7603402020327763 3.7374297967062331 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.2448093987742805 0.69854289147193727 1.0000000180025095e-35 1.1107569744011787 1.4967165609810034 1.0000000180025095e-35 0.24204918951595961 1.273276721297012 1.4357019976763823 0.23550153252728254 0.34754775078765171 3.0859609013182498 0.44310268046343859 1.3931997016493665 0.11941468766767303 -0.34463106109066449 -0.56898954327853235 0.92643913564198588 1.5048754259806196 0.70223084764880606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 28 4 19 23 -4 8 -5 11 16 12 -9 14 -13 -14 -11 -18 -1 20 21 -3 -21 24 25 -6 27 -12 29 -2
right_child=1 3 6 7 5 -7 -8 9 -10 10 26 13 15 -15 -16 -17 17 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.8719125653756232e-05 2.0736836206929339e-05 4.6534295532968166e-05 -0.00032327536792774479 -5.603412976812112e-05 9.402055187439171e-05 0.00022571756209867664 0.0018947314318191245 -5.0681450561038238e-05 0.00024507658011617889 -9.9069970821973887e-05 0.00073590403940665741 -0.00011168882552788989 8.3659179631887591e-05 -0.0003365218485724816 0.00019689574971611977 -3.3380218106997817e-05 7.3362137007056911e-05 0.0005117666311717083 7.5803561916569243e-05 -0.00011514576147117622 -8.089531709421493e-05 0.00060929455164264077 4.160169911929594e-05 -0.00011719749946919595 0.00010627174235803325 -2.2512594282254386e-05 0.00010282434999637229 -0.00043541369760907934 -0.00028910742915380151 -0.00014688803095193036
leaf_count=98407 15274 25784 2492 6883 10566 3438 23 55382 4397 3639 466 12400 16311 2000 1439 13900 4439 462 8865 12758 6915 263 5381 3761 18842 18186 659 89 1705 6805
internal_value=0 -0.0014053 -0.0713426 0.00465049 0.0280848 0.0586829 -0.303747 -0.0157227 0.0725687 -0.0254498 0.0757691 -0.036279 -0.0214563 -0.111942 -0.078838 0.0305088 0.034766 0.120412 -0.0388268 -0.00636231 0.0246374 0.0539047 -0.0671899 0.0462249 0.0565792 0.020952 0.34031 0.607664 -0.0474912 -0.0273265
internal_count=361931 254659 26299 228360 105894 54793 2515 122466 11280 111186 9754 101432 85593 15839 13839 30211 8540 4901 107272 51101 32962 26047 18139 51355 47594 28752 1214 555 23784 22079
shrinkage=0.000980392


Tree=4751
num_leaves=31
num_cat=0
split_feature=1022 1016 567 635 968 491 89 1109 431 89 733 1390 434 1469 1387 40 42 1218 1470 969 977 1459 1459 1468 1458 1465 1459 1452 1458 45
split_gain=9.30888 22.2843 17.1355 16.3536 15.9558 19.1639 17.9862 16.2288 18.4498 16.1731 15.5623 15.4476 14.8942 16.0584 15.3854 14.7983 23.0038 14.7509 22.4199 14.4185 19.1955 14.3505 18.4939 23.0691 18.3979 29.6178 30.4514 35.9744 31.8687 28.5177
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.917168669406087 -1.2373832446551514 0.26805740347948787 1.1805075234903204 0.62290875724707206 -0.71821215605827515 1.2055595400667867 -0.47107489688152332 2.3938204998800492 1.5592659937548425 1.9396388055582421 0.18829243417506566 1.1973184562385255 -0.60919465559458574 -1.0000000180025095e-35 3.9048232315577729 1.2078533108621594 2.1642690437922667 -0.30382425453674783 0.77133902740777927 1.2659885913983882 1.8034839195215984 -0.21238062798407994 -0.61415591281947812 -0.17903548000207106 -0.76841635434299438 -0.32317932039917258 3.768802936247563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 12 8 9 -6 -9 -12 13 -7 -15 16 -10 -3 -19 20 -11 24 23 -23 25 26 27 -2 -28 -29
right_child=21 17 3 4 5 6 -8 10 15 19 11 -13 -14 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 28 29 -30 -31
leaf_value=-0.020524520309851135 0.009667451309354945 0.00015879383765983566 -0.011726211145277041 -0.0037075371385691691 -0.0014587393166307658 0.033130518107408989 -0.023271072880274971 0.0013900229575569902 0.036937693690870722 0.0081541434273162457 -0.035388563702566926 0.08990438837106797 0.1089779881831386 -0.012409722185235037 0.076055654873802947 0.0057585678679967431 0.22642049139205614 0.029509251741804722 -0.043237787350954904 0.008872557200841907 -0.032576637586889071 0.0075691129340411285 0.00036496859509324803 -0.011246697837005673 0.001252433174447496 3.4571482180663966e-05 -0.014402675922239167 -0.0050386619663955788 0.0071316616909281524 0.073015414690568617
leaf_count=1764 2730 90052 6447 46639 1407 500 170 20394 58 261 539 32 27 289 37 404 21 355 61 238 1562 10449 16740 903 73303 64858 6545 13944 1156 46
internal_value=0 -0.0172188 -0.0539592 -0.0492536 -0.0404973 0.00875849 0.339267 -0.00608181 -0.175252 -0.242667 0.0195738 -0.56305 0.472395 0.411835 -0.0484251 0.380547 1.42747 0.00542539 0.401121 -0.415176 -0.515348 0.00732626 0.0528195 0.122539 -0.00131221 -0.0240543 -0.096702 -0.0386785 -0.222075 -0.0928587
internal_count=361931 171257 80789 79025 72578 25939 1023 24916 3951 3468 20965 571 853 826 326 483 79 90468 416 2061 1823 190674 28092 11352 162582 89279 24421 16720 7701 13990
shrinkage=0.05


Tree=4752
num_leaves=31
num_cat=0
split_feature=890 407 1235 795 758 706 588 854 797 784 513 593 1167 659 1061 1004 920 564 695 781 427 289 641 859 1364 718 426 296 677 1016
split_gain=17.9121 22.1653 20.2939 21.2896 22.8079 23.9808 22.298 19.6495 54.3155 20.7193 19.7606 20.7947 18.4726 18.6761 18.3819 22.8778 18.1298 20.334 17.8905 17.7259 17.7241 17.5939 17.5748 17.3918 23.7845 21.9151 17.3381 19.6555 17.2748 23.0453
threshold=-1.0182342416987082 -1.2965003005540392 -1.24934742919911 -0.29258408639884992 -0.1354147541679151 1.6846785363603172 2.250834115212506 -0.87473648844905705 0.63961785378869596 0.9594655836162902 0.5265745529457686 -0.58017643881618097 1.0360981161417697 -0.65794869715300641 -0.87357009987099121 0.59444477453878863 -0.83967173534858641 -0.4811775615237513 2.737480222402255 1.0000000180025095e-35 -0.51777360960278751 0.82600352063012439 4.2078890460564109 -0.54135187694831066 2.6312099436705174 -0.49030554980422836 1.2500882414233889 1.4053118758855914 1.0000000180025095e-35 0.65834228227133607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 20 16 8 10 22 14 -12 13 -10 15 -5 17 -4 -8 28 -6 -22 -9 24 25 -11 -21 -28 29 -18
right_child=1 2 3 7 5 -7 18 9 12 23 11 -13 -14 -15 -16 -17 19 -19 -20 26 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.9895922283036892e-05 -5.9816839303892876e-05 -6.6022257176497084e-05 -7.5713940399533715e-05 -7.8819338632221824e-05 -0.00010759756244206745 0.00014790867564809621 0.00024619908486397561 -3.543373835293995e-05 -9.2991712314897921e-05 -5.8011381263750277e-05 -0.00030947544539703612 0.00028774737994492658 -0.00086311229615084134 0.00032532585763151469 -0.00017860119239437793 0.00075556039093138769 -2.0335770990165304e-05 0.00027296609509208354 -0.00091027796397559783 8.3202545947146443e-06 3.4313712671171847e-05 -0.0001140792563986756 0.00078643194754265868 -4.5598002183609687e-06 -0.00055200675274937939 0.00021066046082167839 -0.00026107840294004145 0.00062501037380493488 0.00011801219621886381 0.0001899425739700886
leaf_count=96477 36838 22083 1010 453 9867 4733 3449 79671 542 2048 328 1128 73 3532 4279 186 14340 3131 57 11985 20496 4788 120 13795 237 5166 2013 133 16110 2863
internal_value=0 -0.000114592 0.00717972 0.013291 0.037951 -0.00411913 0.0666009 -0.00767202 0.0810506 -0.0176212 -0.052843 0.159622 0.261785 0.278717 -0.124978 0.20892 0.0545551 0.192288 0.231042 0.0420053 -0.0243029 0.00627913 -0.0347944 0.0426558 0.125492 0.146904 -0.0233942 -0.211193 0.0702013 0.0189397
internal_count=361931 265454 228616 206533 94975 39884 55091 111558 10521 101037 6374 1456 4147 4074 4918 639 51585 4141 3506 47444 35151 25284 79791 21246 7451 7214 14131 2146 33313 17203
shrinkage=0.000980392


Tree=4753
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 340 781 978 1367 1361 760 221 1107 705 779 423 1245 978 854 797 794 710 936 942 851 1326 1104 903 321 917
split_gain=17.0572 20.9313 19.6419 25.1943 26.226 19.8807 17.6104 19.9612 19.1407 32.8673 17.762 21.8751 17.5777 20.3028 16.88 19.6129 16.9816 16.9808 16.8717 56.4436 21.6958 20.3875 21.8112 23.3028 18.7317 18.3624 17.4884 17.8646 19.9392 17.3853
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.29476615584548899 1.7603402020327763 1.8162821653890682 1.0000000180025095e-35 2.8367450815413959 1.0000000180025095e-35 1.0000000180025095e-35 0.15291912064077898 -0.25076701420753861 0.80029265466088384 1.3055253477929336 3.2755819793892029 0.36969867185407429 -0.56915096917429031 1.7148806603482032 -0.87473648844905705 0.63961785378869596 2.2041218380651819 1.7745879959826432 0.30310323293594316 2.231519495564001 0.68308976018130074 1.1314081615138261 1.5905554998756977 -0.63331990255781911 0.46728705763592832 4.3127385003387806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 14 5 6 8 -8 9 -5 12 -12 13 -10 15 16 -3 -17 19 -4 21 22 23 29 -22 -25 27 28 -23 -20
right_child=1 2 18 4 -6 -7 7 -9 10 -11 11 -13 -14 -15 -16 17 -18 -19 20 -21 24 26 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-3.9701611311993984e-05 -5.8902853841475096e-05 -7.2928082885530705e-05 -6.3336888114753619e-05 -8.3668879327741642e-05 0.00024125032151815751 -0.00019950327533437541 -2.0232922392795518e-05 0.00069575183725745628 8.259607858520454e-05 0.00011970008103584932 -0.00021514752508562866 0.0001209947773900739 0.0003148806280298302 0.00030585595012763499 0.0002255239139173807 -0.0001226332222170269 3.695399600095973e-05 0.00015454463350204014 -3.2742661447002624e-05 0.0002437482854657937 0.00010856520949712126 8.0680937122213264e-05 -9.7640603060950319e-05 0.00018860321386857023 -0.00023813781515893886 -0.00030088617174110153 0.00046033951162323931 -1.9745897325870443e-05 0.00055017364558584058 0.00066387652691071838
leaf_count=96477 36838 10178 6898 8103 3356 1906 13665 176 9727 7825 1434 2390 2813 2448 1521 11358 27779 1227 64251 4368 8420 1400 26520 3229 910 371 495 5179 513 156
internal_value=0 -0.000905931 0.00617766 0.0287632 0.0622922 0.049019 0.0568711 -0.0106197 0.0837035 0.0246171 0.13026 -0.0024563 0.164649 0.128317 -0.0076006 -0.0147663 0.0104096 -0.0957237 -0.0133231 0.066917 -0.0221088 -0.0319478 -0.0414783 -0.0207326 0.0801166 0.142562 0.0767681 0.0486931 0.224037 -0.0314365
internal_count=361931 265454 228616 105906 53843 50487 48581 13841 34740 15928 18812 3824 14988 12175 52063 50542 37957 12585 122710 11266 111444 102114 94527 68007 9330 3600 7587 7092 1913 64407
shrinkage=0.000980392


Tree=4754
num_leaves=31
num_cat=0
split_feature=1450 1459 1458 66 1449 1468 1449 1465 1453 1468 1468 1470 1469 1458 1460 21 50 55 1463 1455 1457 1465 200 1457 21 979 1464 1462 1459 1469
split_gain=9.32687 19.8234 20.6229 21.0728 20.6141 28.0377 27.1734 32.8217 30.7705 29.4837 29.5541 39.6706 32.348 29.8419 26.9677 25.7053 30.4248 28.4859 25.954 32.1203 29.0102 24.5442 23.9639 23.2707 24.4893 22.3919 22.3919 22.2717 21.3376 20.6404
threshold=-0.35262914890079794 1.9632967188765165 0.20667703603638712 -1.049029499082393 0.54666235280553288 2.3634222294985348 1.0869982917406198 -0.12547148469317193 2.064536973519659 1.3991069528470244 0.50871131412698856 -0.16404096332556109 0.17255606805766008 0.37075013348797414 1.3228809068545828 1.0000000180025095e-35 1.0000000180025095e-35 3.1467007441384443 1.8538152441063134 0.14145834482007744 0.4301736276701606 2.873316917895123 1.1543371994524385 4.5199230557608798 -1.0798509198017876 1.1048050720522216 3.6600433320566546 0.25644420496290959 1.5920741037925519 -0.42542584440375347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 22 8 28 9 10 11 14 -13 -12 15 18 17 -17 19 20 -6 25 26 24 -7 -9 -1 -21 -8 -16
right_child=-2 2 3 -5 6 23 7 21 -10 -11 13 12 -14 -15 29 16 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014176822112335129 0.00037656502646199095 0.016112052126898865 -0.021149095084434397 0.0052994352478596529 0.022318144803791407 0.026945598715296001 0.0060162192787118788 -0.0095265014385252315 -0.024626709868821137 -0.013723985695098796 0.033553252955737585 0.0026490413295948115 -0.023172607554414505 -0.0044522695687580901 0.0093620928556955828 0.017328697296919972 -0.0085148070890723512 0.15417310565451403 -0.022530278930964445 0.047813014165724026 -0.019698928423250786 0.01576598220311896 -0.008048430626075586 -0.068940203869363711 0.004036193372972857 -0.035874484015053852 -0.031603370547410671 -0.016325012014254191 -0.031575811988653245 -0.04234418660382331
leaf_count=121265 201719 1642 502 1776 1412 892 4115 3561 435 988 975 4227 884 370 202 954 977 27 196 704 345 421 9331 44 2345 545 498 116 235 228
internal_value=0 -0.0169468 0.136455 0.000661412 -0.0216302 -0.033244 0.0446618 -0.0544084 0.113379 0.134927 0.166571 0.121273 -0.0325155 0.475412 0.261288 0.310682 0.107359 0.407128 0.453218 0.50829 0.316575 -0.198885 -0.0390096 0.180198 0.205107 -0.25844 -0.0301524 0.849181 0.0845625 -0.304868
internal_count=361931 160212 3920 2278 156292 134375 21917 8877 13040 12605 11617 10272 5111 1345 5161 4731 1958 981 2773 2577 1757 4527 131094 3281 3237 4106 121763 820 4350 430
shrinkage=0.05


Tree=4755
num_leaves=31
num_cat=0
split_feature=785 544 1292 535 207 39 634 353 156 668 1464 1380 695 79 140 552 1329 1469 766 1452 624 1180 773 501 8 1367 1247 1465 761 1460
split_gain=9.42594 11.0129 11.3143 13.1727 14.1849 13.4827 13.1832 14.7415 12.9994 16.0177 12.7717 12.7695 12.5622 12.4984 12.9053 14.2214 13.8316 12.4288 12.0907 12.0904 15.0282 17.5461 11.9302 12.277 14.1718 11.3944 12.7291 11.7707 21.2974 13.8086
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3399808918855285 2.2699761566019343 1.5918873586395053 1.2460235335667689 1.0675083527252862 0.52901665130294417 0.33722957473813192 1.4383573139182946 -0.43226275781015683 -1.1892119627714579 0.15245959846093424 0.15719740333881196 1.6443545906172721 -1.0352100314532211 -0.4805302877521363 1.434259801303694 0.2760397021471705 -0.2160412145995726 0.23370825806598514 0.31016470306675642 -0.10483505726257472 1.0000000180025095e-35 2.6909660965666662 -0.54319893363899008 -0.20213101070885417 0.099810043912261961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 5 6 8 10 -8 19 12 11 13 -10 18 15 17 -16 -15 -5 -4 -21 -22 23 -12 -25 -1 27 28 -27 -29
right_child=-2 -3 3 4 -6 -7 7 -9 9 -11 22 -13 -14 14 16 -17 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.0033306865248896806 -0.00034287716206912429 -0.0017827234378145623 0.0093413129133966752 0.0092499989988064513 -0.030995732850238419 0.027164468225651706 -0.057595235851848461 0.042113638679399309 0.013551390610758038 0.025705821207641324 0.019235174486676797 -0.042085768643372906 -0.027608601707023162 -0.046967382108561495 0.023436350353544275 -0.027195444125193875 -0.048412126810447202 0.015436715846632341 -0.098814079136504585 0.0076079208122030381 -0.0085654906268257218 -0.079534369063815877 0.052993262591894644 0.0088937529687124327 -0.11022470660964497 0.0090984382505220063 -0.034067444576437199 0.0042701907810925059 -0.014824070845116014 0.019455134613884068
leaf_count=4800 332372 8361 6921 21 195 427 86 20 116 128 248 98 394 45 393 254 33 292 32 276 130 67 102 31 20 925 111 3104 940 989
internal_value=0 0.0354625 0.062193 0.116472 -0.0494421 0.156003 0.0148999 -0.730155 0.13454 -0.17046 0.0658505 -0.049604 -0.353122 0.0168156 0.0693619 -0.143104 0.354023 0.147297 -1.04534 0.162273 -0.18727 -0.666124 0.406167 0.184527 -0.812844 0.0126882 0.0779349 0.0918113 -0.0555205 0.159148
internal_count=361931 29559 21198 10329 1870 8459 1675 106 8032 638 1569 1168 510 1070 1017 591 426 337 53 7394 473 197 401 299 51 10869 6069 5958 1865 4093
shrinkage=0.05


Tree=4756
num_leaves=31
num_cat=0
split_feature=728 659 480 1259 972 690 791 519 138 1182 485 515 907 1262 777 775 526 284 1326 1050 1467 77 488 398 695 6 1035 7 156 637
split_gain=9.42956 12.9335 13.0156 15.7435 14.5184 13.7086 14.3459 23.2292 26.2329 22.595 17.3123 21.0824 17.774 17.2835 17.1069 17.2775 16.6527 16.6359 18.2511 19.1409 16.1808 20.1488 15.9963 22.3279 18.3995 17.4637 16.772 17.1611 15.762 18.1313
threshold=1.0000000180025095e-35 0.62821384419828064 -1.4181283859782512 -1.521509039907482 0.98170929409375918 -2.505024617274985 1.0000000180025095e-35 0.65569131416984383 -1.220883620063858 0.11354133738606575 -1.3620677000688113 1.4353143596930875 0.40931192701795588 0.22699485003927886 -0.79402034679008671 2.0122105609356695 2.3757057381457001 0.27619274249673792 -0.23796754715212445 0.098731419794696143 0.254489633896615 1.1361178017912408 -0.79771942582300526 1.0000000180025095e-35 2.042315640817209 -0.57386914703610725 1.5157892613818131 0.15016128532481834 -0.083340223576547787 -0.06351376316890707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 16 9 -9 10 12 22 -8 -13 -10 -16 20 18 -15 -20 -7 -22 23 -12 25 -25 27 -27 -24 -30
right_child=-2 -3 5 4 -6 6 7 8 14 -11 11 13 -14 17 15 -17 -18 -19 19 -21 21 -23 28 24 -26 26 -28 -29 29 -31
leaf_value=0.01319586684522185 -0.0011818994374545081 -0.001691496107780706 -0.0096815733230547693 -0.0013297743962734324 -0.0093959927034129396 -0.00026651481467670281 -0.00073332076744148718 -0.012829354949008186 -0.015022217552963835 -0.0022187088076614176 -0.014308649897641535 0.018860850601418205 -0.026203913394820252 -0.043805542729283352 0.010354144264322986 -0.053354149803381282 -0.0078710283245771416 0.018807817340883066 0.032839220571337972 -0.03258476646287832 0.0014918120942241982 0.0092007998763343254 0.0064598235440605171 0.023113669812544198 0.077280141040886111 -0.026342860647577949 0.057626924382514967 0.016691050163866836 -0.0053890661441462233 0.0065375278128574814
leaf_count=1085 109090 41024 1795 24512 4849 89171 1636 751 354 15905 1670 1850 647 236 8137 59 4396 280 131 115 30129 4479 11730 372 38 436 38 183 3960 2873
internal_value=0 0.00432867 0.0115286 -0.0407186 -0.0528624 0.017819 0.0196531 0.051758 0.147943 0.0275147 0.0670183 0.0830047 -0.143886 0.270709 0.18028 0.199444 0.00690182 -0.0344815 -0.328995 0.0874425 0.0109423 0.0515623 0.0594727 -0.10969 0.146467 0.0811943 -0.156879 -0.264991 0.0817684 -0.00691673
internal_count=361931 252841 211817 30446 29361 181371 179576 51401 9301 42100 26195 23912 2283 2612 8550 8196 128175 762 482 246 123779 34608 21300 2737 1067 1029 657 619 18563 6833
shrinkage=0.05


Tree=4757
num_leaves=31
num_cat=0
split_feature=785 713 519 728 869 921 783 791 861 1229 650 813 648 704 1452 1470 1459 759 657 588 575 518 646 785 856 971 220 416 219 202
split_gain=17.9615 15.121 14.7042 21.807 21.9315 23.0538 39.5338 22.5615 27.1937 30.6776 21.1909 20.833 19.9966 20.4154 19.6041 30.6418 20.1302 19.7355 19.5311 19.4735 19.6942 19.3045 18.8842 20.8788 18.7028 18.8758 18.8829 18.6793 18.5698 21.1112
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.6923072129381651 2.1641256470006294 1.8166789435549495 -1.1956137993399691 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 0.72755686970153477 0.71188872395471614 1.0000000180025095e-35 1.0794040238867422 0.99988622835687535 0.58460966528228819 0.35427719004364194 0.40332586026162931 2.8921798140546033 0.90571909922259353 -0.83407613635155664 2.6974842511353683
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 7 -7 11 -9 12 14 -5 13 -10 22 17 -17 -16 -8 20 -4 27 23 -2 25 26 -24 -12 -25 -30
right_child=2 -3 19 4 -6 6 18 8 9 -11 21 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 24 28 -26 -27 -28 -29 29 -31
leaf_value=-0.00011451276244406039 -1.3176017781354045e-05 5.8180807178504533e-05 -7.7508544293479229e-05 -5.3538548931002149e-05 -6.4039065276742414e-05 -1.2539151362918323e-06 0.00025817587270375055 -8.9259742875791542e-05 -0.00026661191446942823 0.00030705709196572899 2.511591158098772e-05 0.00010866561330969059 0.00022556982821291639 2.6320156924281389e-05 -2.5165705377123905e-05 0.00048340979660335172 -1.6658216485437892e-05 0.00019646604817287653 -0.00017904665870831891 0.00016174236007231339 6.7924066629133602e-05 0.00042710822372900759 -8.4920232390855955e-05 3.9543484384242444e-05 0.00022653390431581592 0.00023311623205022228 0.0011158983725178245 0.00037303210162578572 -0.00024967827704304842 0.00037636196474694024
leaf_count=3144 24524 26415 7439 94773 85264 18652 4552 11003 2150 1865 4478 3837 2316 26752 7384 1277 531 2508 507 4398 9681 857 4385 2463 2486 1287 49 890 5774 290
internal_value=0 0.043182 -0.0149647 -0.0196503 -0.0300779 -0.0153196 0.0496335 -0.0272618 0.0181271 0.050794 0.0195169 -0.0470614 0.0308741 0.0124722 0.00452692 0.0843957 0.34577 0.0345631 0.217862 0.0391245 0.00567082 0.145442 -0.01994 -0.0459114 0.0747423 0.00236596 -0.0685966 0.0897403 -0.152604 -0.22105
internal_count=361931 29559 332372 310854 251671 166407 23711 142696 44086 33083 59183 98610 31218 28902 52958 11700 1808 9892 5059 21518 17120 6225 41258 33051 8207 5721 4434 5368 8527 6064
shrinkage=0.000980392


Tree=4758
num_leaves=31
num_cat=0
split_feature=785 120 941 404 608 45 898 1181 1466 1466 1463 21 21 496 374 1467 650 477 700 428 865 1463 1452 1469 1458 1466 1466 1463 1449 1461
split_gain=18.3826 14.0855 18.2451 18.2637 21.1466 18.0658 17.531 17.1136 16.8363 22.8721 29.0762 32.4268 18.2464 18.0132 19.014 17.7973 21.8917 17.1388 17.1449 19.7752 20.6274 16.6891 22.5152 29.9785 27.7382 25.7586 25.3564 24.087 23.1555 25.0381
threshold=-0.86283290253235112 1.0000000180025095e-35 3.0707296396180284 0.76881834321921005 1.6529830500154947 1.0000000180025095e-35 0.26241459791355015 1.2997001116531657 0.37829601484295772 0.33394102906587103 0.26178017910560175 0.81122649975724037 -3.2545899522946695 -0.52318489920737588 1.2786303643043428 0.80406431616723528 1.0000000180025095e-35 -0.61860042855786568 -0.09768300405627002 -0.25300608293028204 0.34189790550582932 0.14997226284293133 0.010333415512314719 1.8288086019146017 -0.54909029163641709 0.84990844879973848 1.1481623852422969 -0.22035286209049118 -0.55264915488512811 0.56849382259836123
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 7 -5 -6 -4 -3 9 12 -11 -12 -2 15 -15 16 -14 18 -16 -20 -21 22 24 -24 25 27 28 -10 29 -26
right_child=1 2 6 4 5 -7 -8 -9 21 10 11 -13 13 14 17 -17 -18 -19 19 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=4.1999019398775855e-05 0.00066352563008923154 -3.8470900327230855e-05 0.00036487762220791203 -0.00012599121430571542 0.00043321663631208667 -0.00046145778735229244 -0.00029130126776196353 5.8079030343765489e-05 -0.0002219079693093846 -0.00042366474860338444 0.0002764784862864655 -0.00076874783217302826 -2.9486083766902752e-05 -1.0274464826986111e-05 8.5142474443997008e-05 6.967942124424277e-05 -0.00014824332231368656 0.00014334844551885031 -0.0003998254569135153 0.00016486939523876091 -0.00043877807705993191 -2.1938358366465018e-05 0.00013175276515157519 0.00153914552898164 -0.00013625779398503636 -3.0679315894635803e-06 -5.7874842576922379e-05 -0.00088118851460933364 0.00022175865371326704 0.0005030023145251942
leaf_count=29559 211 93010 885 22623 580 146 257 10741 1377 1774 707 208 22815 95566 3762 5503 16374 8390 1250 1198 457 17189 11090 57 2247 2526 5245 436 5354 394
internal_value=0 -0.0160413 -0.0372876 -0.0405791 -0.110699 0.268132 0.235969 -0.0275843 -0.0046057 -0.0163826 -0.234542 0.0767714 -0.0127371 -0.0136726 0.00126575 -0.0563595 -0.0754313 0.0786264 -0.0133042 -0.159785 0.0082096 0.0333267 0.0668809 0.143664 0.014258 -0.152053 0.0647021 -0.37684 0.145481 -0.041434
internal_count=361931 332372 128242 127100 23349 726 1142 103751 204130 158215 2689 915 155526 155315 110623 44692 39189 15057 6667 2905 1655 45915 28726 11147 17579 4339 13240 1813 7995 2641
shrinkage=0.000980392


Tree=4759
num_leaves=31
num_cat=0
split_feature=1368 1466 1467 1467 1454 501 1466 1452 1444 1452 1470 1462 1458 1457 545 479 1116 340 1451 754 421 1466 1452 1463 908 564 1451 21 1469 882
split_gain=9.40769 14.5343 22.029 16.7952 19.6931 14.7151 14.6498 14.4162 21.4254 20.4131 23.8342 20.5757 22.4744 26.0205 23.0173 21.3511 19.8055 19.4202 19.4006 19.3478 19.2746 18.0514 29.4596 26.1598 24.7565 17.5381 17.522 17.318 17.1993 17.0038
threshold=1.0000000180025095e-35 2.7003307171580744 0.93983897453997123 1.4788072840855835 1.6537132332631717 -0.60734925781357241 4.3648409664323795 -0.18157124906225561 0.61050815248025436 -0.1014882148136543 1.3261200586369628 0.068159099644477417 -0.49418544158058714 -0.49149927429923285 -1.0372938969678034 0.21059245734766685 2.3726672051811351 -0.29913015330944043 0.59897055457132509 2.7568525871935359 -1.0252445866720201 -0.10043166898328366 -0.20992966078690614 0.093599294775546141 -0.22268135327425084 0.1663937588550311 0.88359250333053418 2.7023039193162686 0.99084710616275229 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 -3 -5 18 9 10 11 12 13 14 -9 28 -13 -15 25 27 -16 -20 23 24 -23 -2 -25 -11 -14 -12
right_child=7 2 3 4 -6 -7 -8 8 -10 19 29 16 15 17 20 -17 -18 -19 21 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00084991030111435475 0.0024702733727981815 0.022341084201943778 -0.022031998578974928 0.026900971204231433 -0.010525009103650718 0.005870603691763762 -0.0047053465582283143 0.068653855331255578 -0.0070491932971542496 0.0012948053475005288 -0.0029136615588035643 -0.017704581229788696 0.00716991769204447 0.014848480528734992 0.041338387646864615 -0.029777498863466662 0.034870815938517777 0.056122255484334319 0.010636083546292859 -0.014086397439098237 -0.033673041477154546 0.0090671730552474555 -0.04852665555948267 -0.015593799211576191 -0.010419932765770461 -0.0012086023400616627 0.01880184601847288 -0.013542058599097354 -0.025701496420708014 -0.042996464574371035
leaf_count=210758 41093 926 549 440 821 2188 309 64 8372 48269 255 1645 1059 399 48 531 94 176 5189 1682 299 1323 169 254 2121 29898 1393 905 274 428
internal_value=0 -0.0135366 0.102703 -0.0774986 0.0349541 0.219733 0.290438 0.011096 -0.0149905 -0.000703419 -0.141067 -0.0820908 0.0380801 0.305041 -0.196426 -0.122418 -0.288348 0.56851 0.0314394 0.0129006 -0.41262 0.120697 0.0272914 0.0556193 -0.0558388 0.0171984 0.287211 0.0196388 0.0153394 -0.568923
internal_count=361931 215991 5233 2119 1570 3114 749 145940 64500 56128 5272 4589 2850 986 411 1864 1739 575 81440 50856 347 10449 5260 5091 3444 70991 1647 49174 1333 683
shrinkage=0.05


Tree=4760
num_leaves=31
num_cat=0
split_feature=869 797 858 588 232 89 1450 767 1187 51 218 293 710 732 1055 582 1445 702 1254 972 482 909 1235 639 83 623 1174 1188 14 1381
split_gain=9.32496 17.0285 16.7987 18.01 17.4332 18.9735 19.9587 20.6568 18.1203 17.1738 20.2255 15.9394 15.6846 16.8421 16.1228 18.4567 15.5835 15.5508 16.5428 16.0982 15.3429 19.17 16.1242 15.7039 19.6971 15.2142 16.5497 16.1379 15.1462 19.3903
threshold=-0.57653763495970078 0.63961785378869596 1.0825608069246189 2.250834115212506 -0.46477870125348403 -0.30341456674687267 -0.2957953744690755 0.62202041887055215 0.91422344343810913 -0.68916341501484679 1.0000000180025095e-35 1.2262770951027233 0.24291312034094031 2.3610884585499767 0.41422614388054529 -1.0235448905716131 1.3475299883120082 -0.99274980406960067 0.76844938699641874 -0.174774901395259 0.86177536047111924 0.89205059183677138 1.1753929839372763 -0.89779748930611103 -1.8994654893657266 1.0479690957481449 0.39521646622053996 2.0181458406606301 1.3711260379849681 -1.128259646520158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 3 12 5 6 8 17 -4 10 -7 -11 13 20 15 -14 -1 -8 19 -19 23 22 25 -3 -25 27 -27 -22 29 -6
right_child=1 2 4 -5 28 9 7 -9 -10 11 -12 -13 14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0017947958864017472 -6.1703665638080749e-05 -0.019469229944194637 -0.018294502133098859 0.0074032805030434723 0.029100272577855763 -0.016579896742289098 0.088985160303071811 -0.013203244344049382 0.043359220442379623 -0.030040149312768001 0.056813138889570292 0.030519235505277416 -0.017972814578115327 -0.023636661669922836 -0.0065025629394361087 0.0069702676070487858 -0.0030770914046241958 0.039373989657502766 0.0848524149469638 -0.019551892756223828 -0.0090873444493700366 0.020110721333429032 0.039360362720325108 0.090455371359340411 -0.0041147880793871725 0.032244252901895941 -0.032632981169841264 0.028919406096411939 0.0055224435913846983 -0.017803490180295718
leaf_count=55736 248007 1147 383 2284 114 126 64 135 65 593 77 73 603 805 2728 5612 13222 143 43 103 2447 724 138 34 22532 281 86 141 435 3050
internal_value=0 -0.00894398 -0.052739 -0.0341732 -0.172595 0.0210166 0.240827 0.542615 -0.135108 -0.249836 0.326543 -0.458538 -0.0492919 -0.0786035 0.0393597 0.102814 0.0212382 0.805028 0.588342 0.34065 -0.0691831 0.0737062 -0.0171201 -0.0934201 -0.0794119 -0.0569489 0.397853 -0.126703 -0.261522 -0.320208
internal_count=361931 292973 44966 39562 5404 1805 936 488 448 869 203 666 37278 28335 8943 6215 68958 353 289 246 27530 3817 3093 23713 22566 2955 367 2588 3599 3164
shrinkage=0.05


Tree=4761
num_leaves=31
num_cat=0
split_feature=890 407 1235 795 758 588 706 920 564 854 797 751 1002 921 635 927 444 513 593 561 1035 425 969 1325 1452 60 1061 1004 1167 659
split_gain=17.8313 22.2458 19.1776 21.3799 21.9232 23.8878 23.2194 18.6072 20.1289 18.5842 54.9832 21.0992 22.7525 24.237 21.2648 20.9646 24.5822 19.7452 20.8703 19.7001 19.5071 18.7893 18.7128 18.6503 20.3255 19.3952 18.5708 22.8383 18.4003 18.7416
threshold=-1.0182342416987082 -1.2965003005540392 -1.24934742919911 -0.29258408639884992 -0.1354147541679151 2.250834115212506 1.6846785363603172 -0.83967173534858641 -0.4811775615237513 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.69854289147193727 1.0000000180025095e-35 0.75617417038194978 1.0483613175537825 1.0617732612454149 0.5265745529457686 -0.58017643881618097 0.21068066121859358 2.9711786819006263 0.60220345855859991 0.97114200972825471 2.1761654635216598 1.0213635525437439 1.0000000180025095e-35 -0.87357009987099121 0.59444477453878863 1.0360981161417697 -0.65794869715300641
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -6 8 -4 10 17 12 13 14 19 -14 22 26 -19 -11 23 -16 -17 24 -13 -26 27 -5 29 -12
right_child=1 2 3 9 6 -7 -8 -9 -10 11 28 20 15 -15 21 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.1061095901364275e-05 -6.1171717151797895e-05 -6.5243369369327535e-05 -7.4865634154053728e-05 -8.1362423195484147e-05 -2.4065498139108085e-05 0.00023005967935676958 0.00014490101584996678 3.8663418695399551e-05 0.00027187187751642413 -4.9142359089287884e-05 -9.6446502635362129e-05 -9.6576153725989717e-06 -0.00017097521509822259 3.5065808349674487e-05 9.9467768798033483e-05 0.00025841428582935654 -0.00053046279461112201 -0.00031473024852188736 0.00028312333095775136 -0.0001782704848479278 0.00072655863451486023 -0.00013871980313523113 -0.00041875529102950544 0.00025466624391576559 0.00022619601440916135 -0.00030084570562232554 -0.00018328025578470781 0.00075180542199888096 -0.00086208085302775194 0.00032267618367116751
leaf_count=96477 36838 22083 1010 453 35151 3506 4733 47444 3131 20836 542 25202 9395 21944 5946 1295 260 328 1128 9031 166 1974 212 1415 2923 438 4279 186 73 3532
internal_value=0 -0.00140771 0.00589846 0.0118359 0.0365438 0.0646259 -0.00469316 0.0521516 0.191625 -0.00916316 0.0770843 -0.0188364 -0.0398975 -0.0220913 -0.0576501 -0.130558 0.0761361 -0.0574636 0.15476 -0.087337 0.0311819 0.0405228 0.174513 0.0265517 0.0129882 0.172704 -0.129514 0.205909 0.258999 0.275924
internal_count=361931 265454 228616 206533 94975 55091 39884 51585 4141 111558 10521 101037 70893 59731 37787 11162 1767 6374 1456 29867 30144 7920 1507 29978 28563 3361 4918 639 4147 4074
shrinkage=0.000980392


Tree=4762
num_leaves=31
num_cat=0
split_feature=21 1469 1452 1456 1391 1131 1466 710 1014 493 902 606 1299 1017 1450 1021 414 1327 279 829 1467 1313 1325 423 541 928 1461 1453 77 138
split_gain=9.38765 9.93425 19.8024 21.9549 18.133 19.4404 16.3042 20.4408 17.1174 18.2767 17.1983 16.1829 17.9038 16.2914 15.9419 22.0182 20.5773 18.5044 17.2749 18.6722 18.7312 16.8997 15.9232 15.8718 15.7533 19.0546 23.1182 20.3308 18.8999 20.8145
threshold=-3.2545899522946695 -1.0588145806293296 0.039474337618497217 1.0000000180025095e-35 -0.020537742087872738 -0.89676932227618611 -0.095888829047244176 2.59888630691959 1.0000000180025095e-35 -0.18237000845298526 -1.009584947380743 2.1543936751333881 -0.68151809372935046 1.0000000180025095e-35 -0.3903862718628921 1.0137768089431767 -0.04962147152821398 1.8657599324211744 0.99717165048376322 2.9556418118343015 1.2900937263942669 -0.53657546075087714 1.2378562281799652 0.30816255517692476 -0.55676187874653171 -0.52992354128753727 4.3587965850032591 1.8161469081802322 1.1361178017912408 0.088883709289683144
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -5 9 -8 -10 24 13 23 15 17 -17 18 19 20 -14 -22 -18 -13 25 28 27 -27 29 -3
right_child=1 11 3 6 -6 -7 8 -9 10 -11 -12 12 14 -15 -16 16 22 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.01322107411103233 -0.015562544245353641 -0.0010795956078861447 0.0017152980056967335 0.011902922907180476 0.0022505292670413064 -0.0021258209119077295 0.0044542143313450735 0.048548497789059487 -0.026927197571855511 -0.022798220019980664 0.028233391423743027 -0.0049183130229453172 0.00013311536882956704 0.010136178757293675 0.0098205510292033015 0.0085321724203572136 -0.045271086404901004 -0.031773906826895203 0.02946905355644612 0.094878855256869649 -0.044153048545934874 0.058480224961865314 0.042836606379942466 -0.030424778622460538 -0.0012934082612114936 -0.0014356729843124293 0.018555202023724394 0.0077399708541403935 0.0089727137567722094 0.0051093182968752152
leaf_count=716 1861 17184 17512 3455 12978 13435 767 169 103 528 399 1440 3040 670 5337 224 364 196 313 23 28 101 26 419 199527 60480 665 3047 4865 12059
internal_value=0 -0.0033727 0.0253754 0.0728148 -0.0159619 -0.0710756 0.194067 0.276185 0.0188823 -0.114448 0.37382 -0.00884536 0.0716314 -0.0996639 0.115431 0.0118402 -0.419443 0.0730703 0.108839 0.0571174 0.0409494 0.827447 -0.755855 -0.210537 -0.0126362 0.010865 -0.013382 -0.0185322 0.0539295 0.031024
internal_count=361931 361215 51207 22933 28274 15296 5421 3624 1797 1295 502 310008 12181 2529 9652 4315 614 3701 3505 3192 3169 129 390 1859 297827 98300 64192 63527 34108 29243
shrinkage=0.05


Tree=4763
num_leaves=31
num_cat=0
split_feature=60 1236 708 1451 558 707 706 492 1247 146 1457 981 1185 21 551 1384 994 1311 980 1437 1051 1387 842 143 1175 461 338 1110 1251 840
split_gain=9.22208 13.2644 15.7426 14.8311 16.5505 14.7416 16.2001 18.9461 14.6971 14.6818 17.4361 16.0238 14.7449 12.9405 11.7356 15.4074 14.4115 14.5589 14.1182 13.8829 16.2978 12.1847 12.0768 13.1731 11.5738 11.3569 11.2901 11.2657 11.2622 12.4604
threshold=3.4231397208058323 0.18260139711809406 0.56406619803589397 0.56703492698768387 1.6548585727115819 -0.37169778486550142 0.62672487627420737 -0.17359343820487863 0.10990894807010264 1.6111496416242652 2.4589661724881098 -0.14777929369817691 -0.40422188748256044 1.5676574675808517 -0.30797816752360202 1.3599011773247598 1.4165669411971948 0.18470930005170202 -0.013251855505871397 0.72713696786055593 0.72650705413989591 2.5427025594328216 1.0686230217468597 -0.93973967921357671 0.94494449435770933 2.3938024430687137 0.23804152301828341 -1.559118908789465 1.016928413345872 0.063765857800358344
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 5 8 -7 -8 -4 10 13 -11 -12 27 28 16 17 21 -18 20 22 24 23 -19 25 -16 -10 -3 -2 -30
right_child=1 9 3 -5 -6 6 7 -9 26 11 12 -13 -14 -15 15 -17 18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-7.6178460801096514e-05 -0.026764869104795027 0.063382638062832661 0.059554502680780524 -0.022837597174682138 0.094930760005695752 -0.013978929286950463 0.13529270216007039 -0.015839438651316762 -0.063610971230016577 -0.019953856216192285 0.10400114996847246 0.098654182194843884 -0.060673840229760113 0.047798016688351617 -0.02687252245727479 -0.051348788441177309 -0.0028081441556145983 -0.034718118770748298 0.11104067035955473 -0.024679531337930626 -0.039242265901691886 0.074807255277979046 -0.049753181201092067 0.061293383223275912 0.024290721178132683 0.060415717680151741 0.031046130863686679 -0.032872886517856414 0.058933196474755881 -0.05677721346897379
leaf_count=357139 731 48 161 164 39 362 26 46 44 55 37 30 20 29 664 122 39 33 29 89 50 20 30 188 115 23 42 1474 53 29
internal_value=0 -0.128926 -0.0372643 0.263933 0.431451 0.318281 -0.0354092 1.24458 0.768676 -0.381316 -0.469528 0.708258 1.11981 -0.547161 -0.161528 -0.0116688 0.0683349 -0.00551802 1.17817 0.374467 0.630092 -0.23793 0.86841 1.02508 -0.306623 -0.455061 -0.0860842 -0.611059 -0.424525 0.516142
internal_count=361931 4792 3099 884 720 681 434 72 247 1693 1608 85 57 1551 2215 1402 1280 1212 68 390 301 822 251 221 802 687 86 1522 813 82
shrinkage=0.05


Tree=4764
num_leaves=31
num_cat=0
split_feature=785 728 516 789 564 564 921 728 651 689 507 713 513 583 581 911 904 420 776 698 553 413 637 701 382 647 764 291 499 338
split_gain=17.1091 14.4308 13.0032 21.039 19.9029 18.8991 17.943 33.7123 35.0365 29.0136 29.703 28.8355 24.8444 39.0348 24.4755 28.4178 23.2894 21.9729 21.9025 21.6074 21.3488 20.6986 19.4342 19.3253 18.1167 18.0749 18.383 20.1611 17.9675 17.7884
threshold=-0.86283290253235112 -0.90320472132347296 1.0000000180025095e-35 1.1248358748350926 1.4188032667957222 1.8264116105874431 1.0525743831388839 -1.3163276726681863 1.1107569744011787 -0.4288425582216272 1.0941628986121894 1.0000000180025095e-35 1.0454229551509682 -0.55326332990463356 1.0000000180025095e-35 0.77693903076620996 0.95245965636413243 -1.0637443981837893 2.5659293755304176 -1.2736515185629249 -0.094457554860397655 1.0000000180025095e-35 -0.92600301189261114 -1.2451390148436692 1.0000000180025095e-35 -0.87782724458594241 0.90843239084688954 1.276108026996418 -1.4741951044828177 0.84835182578422852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -2 -5 7 8 9 29 19 -8 16 -14 15 23 20 -12 21 -11 -9 -13 -19 -15 -16 -17 27 -27 -20 -4
right_child=2 -3 3 5 -6 -7 11 12 -10 10 17 18 13 14 24 25 -18 22 28 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00010770879415871459 -2.240131024870562e-05 5.8265276914942337e-05 -0.00010366517948230118 -8.127161925287851e-05 -0.00012214448858327299 0.00016867021893415335 -0.00011804622738368984 8.5391370861903293e-06 -0.0001699455077374468 -5.6639280534642768e-05 -0.0001967320435664608 1.603439580839929e-05 -9.1177462629834924e-05 -0.00038574129886102517 0.00011278812209564336 0.00064491964647536769 -0.00012133335867675084 5.1268332947819581e-05 0.0011510899859758974 0.00016162935673874284 -7.1178487744198656e-05 0.00016105912760745248 0.0004650154199984781 0.00026972299385782499 -7.2340291537995651e-05 0.0001002247472243046 -0.00055685913290232092 -0.00058330087758934595 -0.00090494332249592576 0.00014274944076843196
leaf_count=3254 127632 26305 4360 22268 12647 1456 3563 46516 2539 3550 370 7921 7410 228 5021 134 18499 656 25 7401 31184 11776 2377 5821 5044 1241 312 218 235 1968
internal_value=0 0.0432598 -0.0135871 -0.00177387 -0.0326247 -0.0653651 0.00749903 -0.00261078 0.0748345 0.105289 0.160872 0.0644966 -0.0190701 0.0400704 0.0948151 0.180999 -0.0383299 0.332987 0.0977407 0.100698 -0.0217612 0.104987 0.388407 0.252747 0.0200111 -0.0435312 -0.10386 -0.00316874 -0.662453 -0.0211319
internal_count=361931 29559 332372 192093 140279 23724 168369 144849 23221 20682 14354 23520 121628 25429 18019 7954 96199 3403 19957 10951 77700 19697 3033 6049 10065 1905 1771 1459 260 6328
shrinkage=0.000980392


Tree=4765
num_leaves=31
num_cat=0
split_feature=49 891 911 631 1189 1340 1179 285 966 70 1390 1212 280 1039 877 776 1062 152 1101 0 841 189 423 891 1044 11 910 641 894 292
split_gain=9.19137 14.2924 20.0536 17.2907 15.5133 15.2817 14.75 19.5365 16.2682 13.0845 12.9354 13.2274 19.9505 13.675 14.6468 18.0559 15.291 13.5043 18.556 14.4014 14.5517 14.362 14.0788 16.9345 13.8197 14.6569 14.5171 15.0111 16.7073 13.762
threshold=1.1349154245379338 0.24173653071813769 1.1119511361441763 1.3947579499952181 3.6232537310699993 1.7329679610826096 1.6746611546676566 0.93369172504341635 -0.25968339001591484 0.29550086258365443 -1.2654577549327672 2.2937447479585589 2.9393744882308388 -0.68029676467511757 1.0000000180025095e-35 -0.63973565438908186 1.0000000180025095e-35 -0.088192391759941008 0.63396854391812385 1.2733730170463613 -0.24099725978769149 1.0000000180025095e-35 -0.52872863163230877 1.6879011028594071 -0.74196467471287908 1.0005731473658162 -0.62939844665486011 -0.63918820809108123 1.0000000180025095e-35 -1.1934095616326645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 5 6 -2 10 -4 8 9 -8 -3 17 13 14 -13 -16 -17 18 -12 20 -19 24 23 -20 -22 26 -26 28 -28 -27
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 11 12 -14 -15 15 16 -18 19 22 -21 21 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=8.1614262109155826e-05 -0.00044495264461981633 -0.027265706061575391 0.005444889585210601 -0.025657533975136627 0.040406741191591142 0.0053075410890022091 0.015858944076576096 0.11868540548624829 -0.025366646997401411 0.1202726641594534 -0.0048457109702814572 -0.051910095651352829 0.12146965122511307 -0.046109618621439488 -0.067851840776277469 0.10154243524275144 -0.0039885442446065062 -0.01063087734125205 0.017086053991207897 -0.024831475630651481 0.031764247832281205 -0.0069863970053436353 -0.027423583484570024 -0.022294184771994362 -0.020789716971064676 0.049578755077427795 0.034827605461812849 0.024724247105449158 -0.028636653809796676 -0.042434498654655817
leaf_count=315489 28881 686 2091 300 125 1768 44 42 65 22 4351 64 21 600 32 44 50 1636 270 442 336 1006 1772 450 209 22 79 680 193 161
internal_value=0 -0.0365533 -0.100088 0.0988244 -0.00487168 -0.14276 0.166529 0.847684 0.41091 1.18835 -0.174321 -0.154125 -0.543528 -0.624556 -0.0546684 0.483723 1.03247 -0.133377 -0.221431 -0.0347128 0.00781912 0.106165 -0.402865 -0.113617 0.232002 0.120391 0.212341 0.32178 -0.161507 -0.542457
internal_count=361931 46442 17436 2564 29006 14872 2264 173 131 66 13104 12418 811 790 190 126 94 11607 6843 4764 4322 2686 2492 720 1680 1344 1161 952 272 183
shrinkage=0.05


Tree=4766
num_leaves=31
num_cat=0
split_feature=785 519 713 507 938 1107 678 783 1060 756 1463 657 876 959 839 540 588 575 553 773 980 153 1111 638 899 1258 357 558 906 1321
split_gain=19.221 15.4727 21.5168 24.6582 21.9328 24.1799 24.4741 22.8534 28.0045 28.2458 22.0679 21.0466 19.4702 22.5183 19.4684 19.428 19.3392 19.8052 19.0398 18.5838 18.556 18.8803 18.2131 18.1111 18.0723 17.7443 21.9795 20.5548 19.3503 20.4911
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 0.33096214316811728 0.34708990927187483 2.2099560249315608 0.91783665606910081 -0.18794170858287426 1.5896008821182519 2.2603408215975165 1.0000000180025095e-35 -0.37718676718711608 2.778493016390716 1.6305215107933637 0.71188872395471614 1.0000000180025095e-35 -0.75558494918537533 1.1880435139967069 0.44691395264848927 -0.21625725816646321 1.8910022628952046 0.41750361118425583 -0.59080664075777289 -0.27802159125708265 0.70631302906791504 1.2935404261849552 -0.26593487796637277 3.0112465698443827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 5 6 10 18 -9 15 25 19 -6 -14 -2 -10 17 -3 -7 20 24 -22 -16 -23 -5 26 28 -27 -4 -30
right_child=1 16 4 11 12 7 -8 8 9 -11 -12 -13 13 -15 22 -17 -18 -19 -20 -21 21 23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=4.3791623635117676e-05 -6.2856053037330213e-06 -7.6758705812089248e-05 4.6745044131006243e-05 0.00031240877607536719 -3.8795873406989504e-05 8.534326525577935e-05 5.2727291834295762e-06 5.9537616939897114e-05 0.00014376445697959498 0.0006561644083408944 8.9145212423022817e-05 -0.00034637822736898936 -0.00021214280167379399 -5.8589046559165266e-05 0.00047526762685375882 -0.0012926445421020708 0.00016221927709343984 6.909325020328406e-05 -1.4111319187332504e-05 -0.00010494041126226561 0.00014879481511285238 0.00037507166598962991 -0.00082320170638672491 0.0009894591350266763 2.820786882426521e-05 -9.4723902587762879e-05 -0.00017226961517045598 -0.0002838128693029902 -0.00012526812201147389 0.00085088551049013986
leaf_count=29559 47545 7439 16153 1529 57575 12072 40162 2744 251 830 4462 430 13566 13554 615 50 4398 9681 44163 1083 805 578 66 283 2970 32023 5338 4122 7755 130
internal_value=0 -0.0154611 -0.0202676 0.0201704 -0.0302338 -0.0156834 -0.0376785 0.0205939 0.183699 0.46871 -0.0678084 0.132688 -0.0654255 -0.125531 -0.000589368 -0.116003 0.0400276 0.00668981 0.00834417 0.159025 0.203804 0.389365 0.374625 0.59634 0.128903 -0.0803343 -0.0340533 -0.117605 -0.000241917 -0.109238
internal_count=361931 332372 310854 55904 254950 170255 110145 60110 3875 1131 69983 7678 84695 27120 48226 301 21518 17120 56235 7248 6165 1666 681 861 4499 65521 29376 36145 24038 7885
shrinkage=0.000980392


Tree=4767
num_leaves=31
num_cat=0
split_feature=43 487 73 563 901 498 897 360 637 427 491 1452 423 1040 500 688 968 903 13 1286 920 210 47 912 139 293 1107 1115 1176 537
split_gain=9.20466 11.9169 15.0045 17.7936 17.5714 14.3842 14.3612 18.6501 16.8586 20.8948 15.6886 15.0448 20.3595 14.6072 14.4712 14.2378 14.6971 14.0775 16.4503 13.9802 22.94 19.7159 14.9948 18.6605 23.5628 19.0412 20.1175 17.4799 18.857 17.0651
threshold=1.0000000180025095e-35 1.3945268872588026 -0.70082562304392482 -1.9034908860799797 -1.0110932026526658 -0.24959519254247101 0.36840540574809694 0.38685968961875949 0.1359368755984495 -0.91957355002654273 -1.6636390531076952 1.6384569691010111 0.46815645853751348 3.4299001835843828 2.759819013522486 1.0000000180025095e-35 -0.20903730850203722 1.9001673353283981 2.1569999598807152 1.8566435897555933 -0.83967173534858641 -1.4158739829343829 1.3600231693380471 1.7396490052858136 -0.59159879369281787 0.5004989230201381 -1.2615524983928077 -0.44607973860358657 -0.69267172122539 0.44238072866629086
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 4 -4 5 -3 13 11 9 -9 -11 17 -13 14 -5 16 -12 18 -8 22 -21 -22 -1 25 -25 26 -24 -26 -29 -28
right_child=-2 2 3 6 -6 -7 7 8 -10 10 15 12 -14 -15 -16 -17 -18 -19 -20 20 21 -23 23 24 27 -27 29 28 -30 -31
leaf_value=-0.00015302678951218068 -0.0014631026320931985 0.024219044521258889 -0.034867924574428298 -0.0069179973578138839 -0.00023943246656299338 -0.016780059290033619 -0.009385091940538803 -0.02375228109380105 -0.0026677182640056848 0.10813270121431068 0.034447348599522205 0.050850744430682576 -0.036275514237819127 0.067899423913109866 0.066889617093687057 0.049582123007260857 -0.0059626290503425397 0.040201649052800666 0.044813409306925477 0.016493978997482856 -0.021725337793804034 0.0029816804269351513 -0.016524483855663047 -0.013592077201423148 -0.00074096237351119545 0.0086330331039202301 0.0037008533940745911 -0.0038192822027952981 0.037288470968661259 -0.0044830040270293142
leaf_count=225324 74777 754 502 12844 5524 141 3364 192 730 39 280 128 77 38 42 194 270 97 75 1479 547 11732 1153 294 336 4837 10669 175 648 4669
internal_value=0 0.00280942 -0.0512848 -0.0908051 0.0491767 0.354346 -0.0799891 0.0326726 0.244727 0.452302 0.592585 -0.0780637 0.559033 -0.127826 -0.133082 0.520962 0.29425 -0.123323 -0.154485 0.0070075 0.0749178 0.0433892 0.00278009 0.0587823 0.296968 0.0406871 0.00483114 0.432477 0.590767 0.0237917
internal_count=361931 287154 25291 18872 6419 895 18370 5446 1705 975 783 3741 205 12924 12886 744 550 3536 3439 261863 13758 12279 248105 22781 1453 21328 16491 1159 823 15338
shrinkage=0.05


Tree=4768
num_leaves=31
num_cat=0
split_feature=785 728 519 728 869 921 783 791 861 1367 507 813 1443 566 268 793 575 528 648 704 1374 732 1002 1270 651 907 972 1104 641 1386
split_gain=17.5368 13.5847 13.265 20.4208 22.8212 22.2017 36.2226 22.7617 26.9691 30.1378 20.6925 19.0691 18.436 18.2865 18.2783 22.3504 18.9306 17.8958 17.8491 18.8852 17.5367 19.3225 18.5602 18.3597 17.3498 17.6192 19.5897 18.1103 17.2282 18.5216
threshold=-0.86283290253235112 -0.90320472132347296 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.5718264032714926 0.65809631222906606 2.1641256470006294 1.593744732512876 2.1059719136688364 1.0000000180025095e-35 -0.54762983980573909 -0.86675834133512175 1.0000000180025095e-35 1.8166789435549495 -1.1956137993399691 -0.66177662735578835 3.2946899365908435 1.0000000180025095e-35 0.34616208652689945 1.1107569744011787 0.33730151947687537 0.25545300750679895 0.61849375591456124 3.7016018671129225 0.48565394206859691
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 7 -7 11 -9 18 -2 20 -8 -6 15 16 -4 -11 19 -10 21 22 23 28 25 27 -27 -12 -5 -30
right_child=2 -3 14 4 13 6 12 8 9 17 24 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00010234298004803161 -1.0578480528199403e-06 5.8792304603244343e-05 -0.00045679886636391541 -2.6289378714454397e-05 -7.1040780439489737e-05 2.2347822930068315e-06 0.00026274172725771231 -8.5984164343381631e-05 -0.00025892208273808729 0.00047218733848169644 4.6894195139037989e-06 0.00010473402856432035 -9.4818574003757244e-05 0.0001043689748097431 -4.8433706498967925e-05 3.6710761979572483e-05 0.00027687687415445375 0.00011252986658558209 0.00021697822651338573 2.6763904298767623e-05 -2.289694815401006e-05 -0.00055873064580012042 -0.00016530565563312665 -0.00016221963413705777 -0.000145041946408664 0.00012040276365790482 0.00045237404444877622 0.00028856973273438171 0.0011586620762634526 -0.00076311511700534918
leaf_count=3254 48652 26305 180 23989 82198 18652 4219 11003 2108 1102 4767 3837 840 3066 7713 10589 3036 1381 2275 26217 52529 601 10772 6710 1168 1967 1394 1235 124 48
internal_value=0 0.0443009 -0.0132356 -0.0176943 -0.027801 -0.0127236 0.0510912 -0.0244651 0.0211919 0.0537691 0.0202626 -0.0443857 0.212253 -0.0638058 0.0381936 0.0834074 0.24316 0.279413 0.0309442 0.013301 -0.0516233 -0.0889317 -0.083327 -0.052612 0.106883 0.137653 0.264893 0.0675161 -0.0213814 0.755699
internal_count=361931 29559 332372 310854 251671 166407 23711 142696 44086 33083 59183 98610 5059 85264 21518 13805 3216 2483 30600 28325 94773 42244 41643 30871 10531 9363 3361 6002 24161 172
shrinkage=0.000980392


Tree=4769
num_leaves=31
num_cat=0
split_feature=785 713 578 968 1115 903 1053 632 979 69 357 432 478 1097 705 691 4 1457 150 559 1464 1329 379 1385 361 1467 978 832 705 1438
split_gain=9.35515 10.7428 11.0655 11.2421 11.855 14.5697 16.3773 14.0433 13.735 12.3397 12.1131 13.4265 12.9088 12.9862 12.4169 14.8507 13.0564 12.0355 15.0622 14.3181 13.7788 12.4487 13.6767 11.4893 11.3236 11.3689 12.5115 15.6998 11.2766 11.0994
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87905496296652397 1.9512475473503084 -0.62075723651993064 -0.88349183984125434 -0.45823709460860229 1.799224031216166 0.63134036513483227 1.5338263449312268 -0.22018977091936978 -0.29960918449518936 2.664053297859589 1.1728835704300431 0.46179839519273613 -0.60492823242130978 -0.99069998544990712 0.32467392806057416 -0.9244276326628319 -0.060763332671694488 0.8583001730456562 0.83742096275741529 1.0000000180025095e-35 -0.8072733628014116 0.66037126745310359 0.88393542834881844 -0.35625365570076722 0.066046529156627162 0.97146086909843909 1.8084897874314609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 29 4 10 6 28 9 -7 24 12 14 13 -4 15 16 -12 18 19 -10 21 -19 -23 -16 25 26 -8 -28 -6 -3
right_child=-2 2 3 -5 5 8 7 -9 17 -11 11 -13 -14 -15 23 -17 -18 20 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0049987194347119214 -0.00032434473917910021 0.010398340629094178 0.0082466622355367048 -0.01161614064542147 -0.0025699465928123227 0.0026332977734307246 -0.040344272087364547 0.048756445802538184 0.0036230723085014568 -0.076772995427940069 0.042018988077704461 -0.00023056143702612693 -0.019829409625515056 -0.025303372658912127 -0.042430727175580468 -0.041845465383720401 -0.019003098134738803 0.034573268982923948 0.0090920164907314846 -0.060278334718577353 -0.014465502774153448 -0.057901232101868018 0.026441895420039514 0.0011079146478042477 -0.041454229168589866 0.034319173025961047 0.017862339767330072 -0.035004033512336476 0.027691880294215633 -0.01471031414873737
leaf_count=3144 332372 3183 2044 754 709 11374 181 39 98 49 55 1399 318 165 96 363 245 560 2861 82 122 42 53 617 193 60 182 115 205 251
internal_value=0 0.0356934 0.0493751 0.0321223 0.0413519 0.0699786 -0.125924 -0.359674 0.0918299 -0.425578 -0.051695 -0.154064 0.061307 0.117949 -0.317579 -0.531439 -0.16707 0.206364 0.143421 -0.488105 0.451433 0.568096 -0.164438 -0.0962806 -0.352494 -0.186027 -0.309221 -0.0379967 0.0792147 0.171368
internal_count=361931 29559 26415 22981 22227 16925 1733 819 15192 780 5302 2775 2527 2209 1376 663 300 3818 3041 180 777 655 95 713 731 538 478 297 914 3434
shrinkage=0.05


Tree=4770
num_leaves=31
num_cat=0
split_feature=785 728 516 789 452 506 564 928 718 651 507 864 912 973 914 1431 470 1038 698 506 564 788 635 174 1238 627 1452 785 350 6
split_gain=19.0735 15.6358 14.4163 25.3731 22.0379 60.1698 29.5403 20.1501 28.5692 34.2328 28.6321 25.734 24.3954 23.2003 22.0194 20.8925 20.8434 19.9895 19.8205 19.6578 19.5501 19.4559 22.0392 18.2542 18.2479 21.1997 17.9089 17.7979 18.546 17.7652
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.1248358748350926 0.60725649753328859 -0.33605752069368178 1.4188032667957222 -0.52992354128753727 1.7690287660176487 1.1107569744011787 1.0941628986121894 0.72275257928592751 1.4915456331499788 0.84874543308613937 -0.20113678851527941 1.0099929608726099 1.0000000180025095e-35 1.5197873595272351 -1.7367869709315968 -0.33605752069368178 1.8264116105874431 0.38349571241217301 0.85283149959586979 -0.32966149102970849 -0.6968354641114346 1.4345588693328943 -0.63504016340352343 0.58460966528228819 -1.3097015142199797 -1.1265930488001503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 6 -6 19 11 12 10 13 17 16 14 15 -10 -9 -4 -16 -2 -5 22 26 -7 -23 -26 -18 28 -13 -15
right_child=2 -3 3 20 5 23 -8 8 9 -11 -12 27 -14 29 18 -17 21 -19 -20 -21 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.000108699384362852 -0.00011511515881962871 5.9722031105931099e-05 4.5044146936870241e-05 -8.9629024980698911e-05 0.00026353432215889895 -0.00012858581413685634 -0.00017158899505238359 -9.0745587061668334e-05 1.2751912023210978e-05 -0.00020083330260259224 0.00026243285173877483 -0.0007379169711944014 6.2218002869608718e-05 0.00035633441980773407 -0.00017172419735996702 -0.00055731907041770641 8.843903532184053e-05 0.00019404619833140216 0.00022164104818657107 -2.2506402967997039e-05 0.00016428848611641262 0.0001425387975999757 -0.00015513022953633405 3.0565391850692413e-05 1.5374401538965722e-05 -0.00042390829760025772 -4.8070665754788218e-05 8.3038128073427365e-05 -0.00011438435771598362 -0.00022674815757628148
leaf_count=3396 14976 26163 42560 22268 4108 7823 10410 38270 3073 2045 3710 320 12196 356 823 460 5888 4575 5141 93060 1456 5765 6692 9902 7096 673 18669 2435 5347 2275
internal_value=0 0.0435904 -0.0163574 -0.00393016 -0.036372 0.0339609 -0.0504846 0.00624959 -0.0120992 0.0695358 0.104722 0.0414455 -0.0291628 0.0488153 0.097414 -0.0446658 -0.0446889 0.0621759 0.179422 -0.0376574 -0.0736346 -0.0147196 -0.0451889 -0.035089 0.0567472 -0.0203349 -0.0140655 -0.0746549 -0.143602 -0.155197
internal_count=361931 29559 332372 192093 140279 21833 118446 168369 113132 17883 15838 55237 95249 12128 9497 3533 83053 47135 5964 108036 23724 44783 31249 17725 13534 7769 24557 8102 5667 2631
shrinkage=0.000980392


Tree=4771
num_leaves=31
num_cat=0
split_feature=984 430 1297 740 897 762 915 423 163 1035 419 85 1172 213 215 1294 209 1324 1468 841 49 1131 622 153 914 275 283 1042 911 1062
split_gain=9.26161 17.671 20.13 15.6427 17.3653 16.0815 15.9985 16.105 15.8733 15.1794 14.5654 15.7175 18.5347 16.4074 15.8196 16.7006 17.7483 16.6516 15.1005 15.0945 21.1801 16.6316 15.5435 15.0834 15.0387 16.7688 14.6882 18.0204 14.6834 14.5125
threshold=-0.76235525386206404 1.3737186171109628 0.90600868385389699 2.6399776226761449 1.5757396244595763 -0.59001363345976221 -0.24613543916054556 -0.54513826274621524 -0.92571931241396321 2.6073313267709231 -0.83202065260420666 1.1527851549051764 1.0000000180025095e-35 -1.5260016894939719 0.4016081536202698 1.0000000180025095e-35 0.39059589621996677 0.6738459742171391 0.74910709165279876 -0.93608338953723524 1.0000000180025095e-35 -0.89676932227618611 4.2194259002555539 1.0584544222061267 1.8620259559353187 -0.37716681713019035 2.8519657384503434 1.7157010352401512 2.7216434473505022 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 8 -8 9 -1 11 12 14 -14 26 16 23 18 -18 20 21 -12 -21 28 -22 -26 -2 -28 -16 -9
right_child=10 -3 -4 4 -6 -7 7 29 -10 -11 19 -13 13 -15 15 -17 17 -19 -20 22 24 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00012812210462856413 0.0035627624159190741 -0.0066050507907642738 -0.0041287917953958253 0.016099420512119416 0.048051893998572244 -0.020240088601504953 -0.0067118687108805855 -0.00063758115766519201 0.0065203539146809408 -0.051612228357860959 -0.0092337595816646568 -0.0086243622759827488 -0.018310341168146806 -0.0029901948429157423 0.0069174246454818816 -0.016863217812193226 -0.027018238065967981 0.0098539955427172209 0.014180237327942139 0.00034459162595041861 -0.0072260719280842047 0.001583243341220253 -0.018254823302710266 -0.022231261502228775 -0.015033651548743563 0.017316881869593338 0.022490551858392317 0.13133029609747179 0.065051961864766653 0.011316358134355872
leaf_count=5115 12971 3915 6669 182 47 841 4063 5381 20416 111 3004 6102 1526 26734 2252 1227 870 353 151 221546 16154 17099 913 252 500 1042 155 28 47 2265
internal_value=0 0.0281943 0.0412605 0.0620976 -0.202737 -0.271876 0.0709431 -0.00796322 0.102321 -0.0199217 -0.00739614 -0.0470225 -0.0312318 -0.0730174 0.0317159 -0.080379 -0.00561634 -0.234008 -0.404882 -0.000691193 -0.0496949 0.00381674 0.00587841 0.109757 -0.121104 0.14938 0.0819143 0.791564 0.170557 0.0614099
internal_count=361931 49005 45090 38421 1070 1023 37351 11709 25642 5226 312926 52668 46566 28260 18306 5152 3925 1374 1021 260258 37799 20103 222459 2551 17696 1542 13154 183 2299 7646
shrinkage=0.05


Tree=4772
num_leaves=31
num_cat=0
split_feature=785 728 43 647 590 784 657 15 497 922 990 351 570 1421 636 830 64 138 426 77 415 1320 7 634 775 350 843 1055 69 1255
split_gain=17.3976 14.6277 17.1266 18.4392 38.9493 16.5957 17.8559 16.4645 20.0912 17.6315 17.3687 16.338 16.3149 18.2586 18.0973 16.0006 15.7865 15.4782 15.4585 16.1428 15.361 15.8717 15.2993 18.4465 17.0536 19.8481 16.1715 15.6173 15.9748 17.2744
threshold=-0.86283290253235112 1.0000000180025095e-35 2.2744972866152193 -0.87782724458594241 0.58895901036483078 0.9594655836162902 2.2603408215975165 0.59563268963894422 -1.0374643804889057 0.8808338060330112 0.65656536832909496 2.0347385979342092 -0.48460852809644533 1.0107116206971127 2.4129057422810987 1.8227892136636004 0.58408534944085788 -0.66589746355812018 2.3036944607090959 0.26432875020438201 -1.1396551731886262 2.3728335312405453 0.87502240502720785 -0.67928172394348463 -1.3793386813088184 -0.57303265440660456 -0.99820659670568823 -0.17856672334057569 0.51799681124679886 0.83870972579439707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 11 -2 7 9 -9 22 15 -3 13 -5 -14 -11 -8 -6 19 -19 -10 -22 24 -24 -7 -26 27 28 29 -25
right_child=1 2 -4 12 17 6 16 8 20 10 -12 -13 14 -15 -16 -17 -18 18 -20 -21 21 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=4.1515678059417335e-05 -1.5183417682159247e-05 -8.6665636955880487e-06 -0.00024914996006570228 1.6424456562013514e-05 -0.00011450850859114787 0.00045392778335128311 -0.00010040489407381532 -0.00041667804531230417 -0.00059121274956612979 6.5758852931816568e-05 0.00035071114916543795 -0.0009275478182264274 -7.8027344299415885e-05 -0.00021249235569888671 0.00035415893105237244 0.00049498483157367924 -0.0007294260001542343 0.00019922818601453521 0.0011650586595130083 0.00074313268480812489 1.84195965334363e-05 -0.00059925471667748474 0.00014498414732287118 -0.00010705144457146271 -5.7462474123678712e-05 0.00010350680107533499 -0.00020844237683383823 -0.00022687011654557986 0.0015588646552154434 0.0013715474520373432
leaf_count=29559 190291 4514 4157 29017 244 567 1706 830 221 4789 1697 146 57285 2904 563 448 241 677 106 322 8452 250 1637 168 5465 12015 3315 250 52 43
internal_value=0 -0.0149694 -0.0426333 -0.0369984 0.0903789 -0.00583834 0.0336671 0.0440192 -0.0346155 0.0697753 0.166158 -0.0328319 -0.0473401 -0.000945268 -0.0745019 0.103582 -0.168158 0.39112 0.490876 0.404076 -0.0089572 0.00478151 0.0399021 -0.0700709 0.0696621 0.0578778 -0.155079 0.237365 0.601164 0.287859
internal_count=361931 332372 99935 95778 6009 232437 42146 40199 9753 30446 6934 4660 89769 31921 57848 5237 1947 1349 1105 999 8923 8702 23512 5465 18047 17480 3828 513 263 211
shrinkage=0.000980392


Tree=4773
num_leaves=31
num_cat=0
split_feature=50 56 651 1470 91 230 956 1071 537 1002 833 1209 768 911 1312 1317 1018 858 1230 976 62 902 1254 1257 619 974 1036 145 224 493
split_gain=9.28684 16.3603 13.7487 13.4674 22.8414 15.8734 16.1139 13.3918 13.1908 12.7966 22.6813 17.5498 15.6024 15.8657 16.1463 14.9924 14.0513 14.5286 14.1625 13.8413 18.8641 14.6051 14.6267 13.965 13.6779 16.4121 18.0807 13.0114 12.983 12.7024
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 -1.3782462404802098 0.6113505898814765 -0.33269906677267619 1.0000000180025095e-35 2.2154073666107625 2.1533051290640106 -0.32459312438081372 1.8365389354751396 -0.83247849222909354 1.0667832029532722 0.47869654671021555 -0.55114573807537404 -0.45981473984714077 1.0000000180025095e-35 1.0825608069246189 -0.92106560951488936 -0.31693395534051105 0.52686474022030516 -1.1505099565413466 1.2544437892158429 -0.43358617524089654 1.0000000180025095e-35 -0.91190324101399522 -0.094720055157499997 1.8017430396245553 -1.3541991014541284 -0.61232737378574098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 12 -11 15 13 14 19 -12 17 27 -18 21 -21 -4 -23 -22 -15 -26 -27 -14 -16 -30
right_child=-2 -3 7 -5 -6 -7 -8 8 -10 10 11 -13 16 24 28 -17 18 -19 -20 20 23 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.048189799233466855 0.0003660599424188982 6.1339469858247839e-05 -0.064425027734152304 -0.0035995893616941111 0.026256040810625852 -0.048183669515451714 -0.034850866452246672 -0.030565251881338702 0.054998036039035816 0.0012046857725983465 -0.06587891695802274 -0.059741172271104218 0.014478493119463684 -0.028275226494071631 0.065111532678209863 0.088542132240907401 0.13287227194130299 -0.054167475714575621 0.040649980129793567 -0.027057351364916202 -0.03339097135104007 0.06370432877584932 -0.017457000034174355 0.053605767755499516 -0.051475658850153753 0.061008865799346793 -0.021815084115363773 0.078949505710795592 -0.019870896751212123 0.0082391075545411516
leaf_count=52 197382 90457 26 67046 411 140 56 296 21 2996 20 161 318 393 41 23 29 52 105 155 36 174 29 98 53 75 55 46 337 848
internal_value=0 -0.017373 -0.0518045 -0.0664497 0.242672 -0.341412 0.223831 0.052972 -0.445286 0.0774327 -0.027075 -0.828616 0.19434 0.108008 0.216895 0.615507 0.559915 0.329231 1.20488 0.549371 0.172563 0.920154 1.05258 0.710489 -0.25634 0.224457 0.587891 0.477087 0.0591695 0.00915598
internal_count=361931 164549 74092 67705 659 248 108 6387 317 6070 3200 204 2870 2320 1744 43 550 416 134 518 289 229 203 134 576 183 130 364 1226 1185
shrinkage=0.05


Tree=4774
num_leaves=31
num_cat=0
split_feature=890 407 1235 733 21 1469 57 208 1463 1325 1454 21 810 56 1085 845 609 704 219 64 829 1 128 795 831 424 975 906 1122 149
split_gain=14.9001 20.1832 18.2731 18.7015 23.3951 25.2508 21.669 22.6863 22.5075 20.553 21.4956 20.7142 20.132 21.6355 26.3743 24.9056 24.3059 20.3898 19.5917 19.7798 18.799 18.5606 19.9584 23.6548 19.2564 19.4712 19.1772 18.2779 18.7628 22.0268
threshold=-1.0182342416987082 -1.2965003005540392 -1.24934742919911 2.3938204998800492 -0.32341995197817647 -1.1374964112163577 1.4243427035504792 2.0281345528622965 1.8538152441063134 1.9315634833684829 -0.91909735138557946 -1.2689586617576902 -0.65819684525605759 1.0000000180025095e-35 1.0000000180025095e-35 -0.41998011666632146 0.98843275535716713 -1.1956137993399691 -0.20222196125801864 1.0148196801701652 -1.1501845312795205 0.48708361417832774 0.69365422411982114 2.2787187648503688 -1.0583258041340986 0.17277255634190697 -0.53811551717762418 0.84952586856858192 0.34527601019451198 1.5444969070840162
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 9 20 10 11 -7 17 14 15 -14 -17 -6 -13 -20 -8 22 23 -16 -24 -26 -23 28 -12 -30
right_child=1 2 3 -5 12 6 8 -9 -10 -11 27 18 13 -15 21 16 -18 -19 19 -21 -22 26 24 -25 25 -27 -28 -29 29 -31
leaf_value=-3.7841263869419532e-05 -5.8537097742269043e-05 -6.4075657203192284e-05 0.00014848996573342947 -0.00012544945268293871 -0.00029158309011522972 -0.00081302268011664274 -0.00072199726334468898 -0.00024940054730835379 -0.00066955203317378177 0.0002422263053178661 5.336548027941574e-05 1.6374513407122398e-05 1.6925579116427926e-05 5.0100710817068737e-05 4.4647619642543278e-05 -9.4500416894617426e-05 -0.00035123047450425182 -2.6124907906859217e-05 0.00055084394034200042 -0.00055416005637745299 0.00023985641339398841 0.00012494920696437141 -0.00055111800754039264 -0.00044119971650009176 0.00039218000926482556 -1.087846832847337e-05 -0.00028067130188911345 -0.00011578675918491851 -3.7355245096257692e-05 -0.00052365432806038108
leaf_count=96477 36838 22083 9147 7041 1589 120 102 1796 133 1837 24974 810 8346 44586 12103 9686 3322 54411 988 124 3502 862 172 512 1780 846 1776 5792 9596 580
internal_value=0 -0.00156822 0.00539481 0.0111955 0.0144615 0.0516273 0.0304028 0.0163551 0.187361 0.0256444 0.0150011 0.24157 -0.00119469 0.0209437 -0.0218794 -0.0881163 -0.161571 -0.0333398 0.290089 0.477983 0.219395 0.0356393 0.0634926 0.0267117 0.232626 0.274905 -0.14421 0.00359947 0.0225564 -0.0633134
internal_count=361931 265454 228616 206533 199492 59501 50354 46617 3737 44821 42984 2042 139991 83991 39405 21354 13008 56000 1922 1112 3604 18051 15413 12615 2798 2626 2638 40942 35150 10176
shrinkage=0.000980392


Tree=4775
num_leaves=31
num_cat=0
split_feature=785 728 728 784 657 647 590 1022 1016 346 1249 1040 834 785 796 1178 271 1253 1111 841 294 211 1323 794 345 1402 892 1117 912 822
split_gain=21.6717 15.5668 15.5389 17.3772 18.3251 17.3343 37.332 17.2276 18.355 17.7136 18.8503 21.8182 17.3309 16.6897 16.4982 16.4461 19.3234 20.4542 19.0308 18.198 17.8491 17.0431 16.596 20.4861 23.9833 16.5258 16.5174 26.3622 16.4588 20.6872
threshold=-0.86283290253235112 -0.90320472132347296 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 0.035432810015840331 0.63898029052325456 -0.81372871105109723 2.0780443506202029 2.9970139449733542 0.38087715954262297 0.89811810965413452 2.6793937623835933 -0.52068016236054071 0.8790250902223844 -0.52986422280048884 0.64303035953429721 -0.18598870368215842 -0.21753971983965456 1.0000000180025095e-35 0.54053352525849063 -1.3687787678212409 -0.27465669603247284 0.46246570510161294 1.6442246313874156 1.7113908226681727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 6 14 8 9 10 11 12 -2 -9 -4 22 17 18 19 -17 21 -18 25 28 -25 -10 -26 -28 -24 -30
right_child=2 -3 5 4 -6 -7 -8 13 15 -11 -12 -13 -14 -15 -16 16 20 -19 -20 -21 -22 -23 23 24 26 -27 27 -29 29 -31
leaf_value=-0.00011008418229052622 -0.00030990534736946194 6.1943183618290114e-05 -0.00013925318389745552 4.2084059579267944e-05 -0.00016840049931331509 -5.4562307026740217e-05 0.0003608900736000882 -5.5094555994187976e-06 0.00052846104665858979 -0.00017624866073193702 -0.00019095822763505466 1.3811684535733685e-05 0.00087357759998847454 0.00013130928753227793 0.00017123867228233309 -0.00041331654176069484 0.0012046322234370295 -0.0002232402233104042 0.00061903389064997918 0.00015252654367776581 -0.00086594480317820049 9.0273298924895993e-05 8.2410537852138863e-05 -0.00012457749773197685 4.468173205514279e-05 -5.1870062362922026e-05 0.00014634465936993611 0.0012199468284153736 0.0003280299161662836 0.001878381966645836
leaf_count=3254 2747 26305 3383 40199 1947 93730 1384 98491 291 14802 6707 17016 95 4510 1438 474 133 4412 288 826 72 178 10479 5170 1419 21069 328 144 597 43
internal_value=0 0.0464517 -0.0173491 -0.00794448 0.0324452 -0.0458103 0.0763263 -0.0178045 -0.0448982 -0.0920573 -0.0532265 -0.0162838 -0.267578 0.00032512 -0.0426529 -0.0172164 -0.123675 -0.152099 0.0761817 -0.0400643 0.421564 0.642987 0.000220149 0.0477806 -0.0459331 -0.0456161 0.159904 0.515734 0.106291 0.428157
internal_count=361931 29559 332372 232437 42146 99935 6205 190291 87290 41367 26565 19858 2842 103001 4821 45923 6383 6000 1588 1300 383 311 39540 18180 7061 21360 1891 472 11119 640
shrinkage=0.000980392


Tree=4776
num_leaves=31
num_cat=0
split_feature=888 21 1368 350 777 1245 1048 1393 1049 984 41 1253 427 623 1188 700 976 473 637 284 180 1255 28 1186 841 621 148 911 0 1118
split_gain=9.34085 11.6808 14.3739 12.6145 12.2694 11.7635 15.3025 15.2111 17.2444 15.6348 13.9521 13.8414 15.9879 15.1392 18.1656 15.023 17.8862 16.4267 15.9155 13.9007 14.9564 13.8619 14.9524 14.6801 13.8235 13.7579 13.6625 15.3319 17.14 14.3959
threshold=1.0000000180025095e-35 1.7567652095367545 0.70892277612114496 0.43187975762142355 -0.20191626329928278 0.89957792963479843 -0.50708029275932509 -0.61765448223435493 -0.48508986995621234 0.035547967721596539 1.0000000180025095e-35 -1.1839488767434359 2.102854890716594 -0.16110483931864025 -1.9225500064128831 0.84804600276932163 0.47343079162589335 1.8756843572505197 1.6291213874513624 2.6766022371746838 1.0000000180025095e-35 -1.6018863192511474 0.35259993268502415 0.012233021016007199 -0.52083713020633893 0.22394456443103586 1.5913839590871131 -0.21992625840725058 -0.593092822157678 -0.90842250793961521
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 11 -7 8 10 -10 -8 12 13 14 24 -13 18 -18 -17 20 -16 -22 25 -24 -2 -23 27 -9 -29 -30
right_child=1 2 3 4 -6 6 7 26 9 -11 -12 15 -14 -15 19 16 17 -19 -20 -21 21 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=5.984220669678557e-05 -0.017220500143902532 0.00096746584391026234 0.037630874965189132 -0.048948962792974858 0.02587772628721241 -0.0076367211123365255 -0.0062269010989107658 -0.0022112633577853671 -0.02711295566440336 0.0080351197178156839 0.055320509516969055 -0.0062747229769385465 0.044305599097203885 0.0078559979669129525 -0.015568364850114688 -0.0065263105644644513 0.013183543260724129 -0.055803904490351865 0.032663133611678094 0.059444649727237689 -0.021426008554290006 0.021441218661187603 0.013459941091397105 0.10224739272197009 0.048620155447816935 -0.028161551752132741 0.037591305671153069 -0.0048656821191562045 -0.021616873525412736 0.02581081823962519
leaf_count=315733 168 1169 275 59 58 2046 145 1358 657 377 107 23656 139 3314 3071 3661 2343 118 184 41 373 350 85 56 182 215 245 505 129 1112
internal_value=0 -0.0396356 0.152517 0.511078 -0.12954 -0.0494208 0.0485681 0.123476 -0.13352 -0.295018 0.474484 -0.0697289 0.0424788 0.0213698 -0.105959 -0.0949209 0.0279591 0.222339 -0.0875372 -0.166021 -0.190759 0.11371 0.334929 1.12202 0.563244 0.103476 0.203503 0.159323 0.30364 0.443616
internal_count=361931 46198 1561 392 117 44637 6681 4635 1286 1034 252 37956 7994 7855 4541 29962 6306 2461 3845 4191 4150 1079 706 141 350 565 3349 3104 1746 1241
shrinkage=0.05


Tree=4777
num_leaves=31
num_cat=0
split_feature=785 1431 945 1052 842 1252 594 1329 501 419 1180 499 835 347 281 728 771 795 784 221 485 1398 651 560 139 690 1470 1397 1193 978
split_gain=15.9557 13.1633 15.1265 16.8424 16.637 16.4743 15.9655 15.2483 15.5311 17.7626 20.5142 16.6234 16.1667 16.5917 15.2633 14.9091 18.3498 17.1223 16.2437 16.4921 17.2188 19.2121 17.9518 17.8738 17.7379 16.2443 20.4429 16.683 16.5526 15.9342
threshold=-0.86283290253235112 1.0099929608726099 1.0000000180025095e-35 3.2265450694491338 0.71825226285302668 1.3725374352016695 3.2698935060642325 -0.24606738263187566 -0.42766944047450811 -0.41064298362780666 -1.3237054880020491 0.26695304096523936 -0.49209343345307982 -1.655382018980853 0.350537050885879 1.0000000180025095e-35 1.4820751525130569 -0.80684465664869354 0.9594655836162902 1.2539138715794567 -0.43283141487656601 0.32665416459429197 1.1107569744011787 1.6590601587821199 0.73644719240058965 -0.10073654003022628 1.5114046301508217 -0.49599594788694434 -0.608123793399026 1.6584555267378946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 4 6 7 -6 -4 8 9 -3 -11 -10 -12 -14 -15 16 18 -17 -2 20 21 -20 23 -22 25 -24 27 -27 -29 -19
right_child=1 2 3 -5 5 -7 -8 -9 11 10 12 -13 13 14 -16 17 -18 29 19 -21 22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=3.9441460363282005e-05 -5.9371948950279016e-06 -4.6314625537789325e-07 -0.0001421437995520624 0.001663006327254572 -8.387117268658729e-05 -0.00041853113207330047 0.0010922172387867056 -6.231143753054102e-05 5.85569884480863e-05 -0.00050972252887828817 5.4431101293679697e-05 -0.00018782024672572069 0.0016957518413692368 0.0002503400016727006 0.00068174250073215934 -0.00011831706437447683 -0.00014030080490157919 -3.3834039361624666e-05 -7.0427180402894055e-06 0.00017046423612991968 9.6669819817844584e-05 -0.00027625257436211993 -0.00029647362253822269 -0.00017191420379320492 -0.00059452534188283957 0.000567985976468005 -0.000951152366194307 0.00053359928968317713 -0.00026519520707043174 0.00010059059441646789
leaf_count=29559 157544 3405 13942 27 6514 1151 66 14299 5542 206 1085 2760 58 1731 629 16027 4703 62137 7720 3937 18443 1870 665 1170 348 312 74 148 353 5506
internal_value=0 -0.0146708 -0.0543246 -0.132983 -0.0280309 -0.132256 -0.138008 0.00109034 0.0561436 0.140233 0.252266 -0.0236778 0.294615 0.408311 0.377157 -0.00893674 0.000879316 -0.0389668 0.00422268 0.0466448 0.028804 -0.0533997 0.0616761 0.0817683 -0.134609 -0.0456621 0.13225 0.220526 -0.0185299 -0.02215
internal_count=361931 332372 51415 14035 37380 7665 14008 29715 15416 7114 3709 8302 3503 2418 2360 280957 197287 83670 192584 35040 31103 9590 21513 19613 1900 1552 887 813 501 67643
shrinkage=0.000980392


Tree=4778
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1091 200 984 141 903 1154 630 979 1458 411 215 354 1326 546 0 1393 1434 1191 1458 1306 155 116 1251 1299 1098 298 393
split_gain=9.33208 22.4135 16.7904 14.9045 16.4654 18.6082 17.565 18.4164 16.3256 18.2208 18.468 18.5022 18.0506 15.9072 15.7697 16.5112 17.8654 16.1874 15.8448 15.5898 17.4783 17.4259 20.7743 21.9337 19.9983 25.5342 19.3522 17.9132 19.616 26.1453
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0000000180025095e-35 0.24075901940907535 -0.52790027879956658 0.15180939054944154 -0.72465251458193036 1.0000000180025095e-35 2.0285301705639269 -1.0481193499683594 -0.63176582655212954 -0.71878626413367297 1.9918283910400278 0.79504402742538294 -0.40019324086167951 1.0000000180025095e-35 -1.2319129754566795 -1.0387051410644226 -0.42195508979895918 0.45411017451175645 -0.29403999829851152 2.3107548394452233 2.7858096373660577 1.0000000180025095e-35 0.35486670354658129 7.5974494853974859 0.76136214083110076 1.9594622079098714 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 13 -6 7 -7 19 -10 -11 -12 -13 -5 15 16 -9 -17 -19 21 -21 26 -23 24 -24 -26 27 -4 -29 -30
right_child=-2 -3 3 4 5 6 -8 14 9 10 11 12 -14 -15 -16 17 -18 18 -20 20 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.0035062187588380256 0.00036564710784314818 0.00027061468913564766 -0.020192172412797558 -0.006929144093062764 0.014521235901901736 -0.014036655750000827 -0.0086403555210358592 -0.014455918409124037 -0.00018446441594397584 -0.042218427148498203 -0.033129628560408172 0.10820111240055519 0.03121396534033781 0.025167726540259162 -0.014098820802084647 0.087320047888223867 0.043686507500002157 -0.036968645172225284 0.020303230872901781 -0.0026465532007194066 -0.011992313006240426 -0.0069803262845468221 -0.022015543360439857 0.21002641586432672 0.0024068758267485383 0.088137512768541759 0.042568610002742209 -0.0063956430732054481 0.011408279546340216 0.16221197940156526
leaf_count=4504 197825 89418 5839 5260 1566 556 1805 418 6480 62 47 67 109 219 315 47 90 87 1245 28318 6223 8239 267 21 215 162 52 2263 151 61
internal_value=0 -0.0173845 -0.0553285 -0.0690909 0.00757763 0.0818671 0.00659162 0.119011 -0.091274 0.0248809 0.645769 0.920047 1.22639 -0.105123 0.205056 0.278547 -0.0888848 0.395931 0.354617 -0.111953 -0.0792576 -0.194595 -0.100238 0.492002 0.385507 0.834069 -0.30751 -0.329938 0.00189402 1.1377
internal_count=361931 164106 74688 70184 11608 6129 4563 2758 58576 6765 285 223 176 5479 2202 1887 508 1379 1332 51811 34541 17270 8904 665 644 377 8366 8314 2475 212
shrinkage=0.05


Tree=4779
num_leaves=31
num_cat=0
split_feature=785 12 917 277 564 144 1458 621 1313 1262 293 779 628 1317 632 4 1035 765 601 287 900 866 20 348 79 87 1193 979 1107 557
split_gain=9.38834 10.353 17.207 20.8444 15.561 13.2029 14.0566 13.9579 13.8624 16.4395 13.5469 15.2681 13.7303 15.0671 13.4243 17.6589 17.6128 17.0695 18.2718 14.3887 14.3683 13.4433 13.248 15.0512 17.7873 16.5138 15.639 15.9932 14.284 17.8818
threshold=-0.86283290253235112 2.7607213209561476 1.0036844944607461 1.4961027955950796 -0.54034651465480754 0.78480887754075113 -0.31735996517444137 -0.1245357012520069 0.10150925906613624 -0.60817782934589648 -0.85249495333134717 -0.80415720203059871 -0.20869391277464866 0.89302383219415493 0.26251240136469139 -0.098278858446733175 -1.3674253860853798 -0.35845386754275249 1.2182338416547627 1.386237415195722 1.9036375037293396 0.5880156106821478 -0.83573066788107686 -0.18933033067747798 -0.54850579236974173 -0.40230153122716161 -0.2607419083853133 -0.19945619605983181 -0.2667322689038672 -0.48670719566662352
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 7 22 9 -7 -9 -12 13 -13 16 19 -8 -18 21 20 -16 -19 23 25 -25 -3 -27 -28 -24 -30
right_child=1 2 3 -5 -6 8 14 10 -10 -11 11 12 -14 -15 15 -17 17 18 -20 -21 -22 -23 28 24 -26 26 27 -29 29 -31
leaf_value=0.0017872365451867813 -0.0004107914316543263 0.0041095673835632729 -0.012750564414853623 0.084171219108304274 0.02955648275125989 -0.04010726304817356 -0.038126252819590555 -0.043101843154362288 -0.035590774204785507 0.012974187692756335 0.044945459721847658 -0.0087347467027539521 -0.034108218064122418 0.056184584713381669 -0.021241242170973014 0.062954999893402031 0.035970057923002903 0.022055843455984967 -0.054847145426268479 0.053161466159546415 0.052963100390858511 -0.022234877086815708 -0.036054448773241987 -0.038215598922317441 0.027391417624349042 0.098286048906310458 0.071726848275937102 -0.050706711699186835 -0.050226442106024019 0.030294930391089343
leaf_count=29559 327248 119 232 69 380 128 104 189 269 330 70 295 272 49 467 42 544 531 74 43 36 111 194 102 129 73 39 32 68 133
internal_value=0 -0.00653063 0.100358 0.468339 0.314111 0.047941 0.103631 -0.0559897 -0.255671 -0.0045717 -0.275173 -0.118896 -0.247497 0.0575182 0.237094 -0.0613337 0.362272 0.424124 0.183225 -0.187272 -0.30596 0.291228 0.155951 0.412722 -0.0156864 0.817558 1.32085 0.405331 -0.181805 0.21967
internal_count=361931 332372 5124 681 612 4443 3716 1764 727 458 875 686 616 344 1952 588 1364 1260 716 546 503 642 889 494 231 263 144 71 395 201
shrinkage=0.05


Tree=4780
num_leaves=31
num_cat=0
split_feature=545 1442 1456 1243 705 912 992 961 954 986 623 423 809 463 1107 223 149 507 503 217 365 1395 78 500 1398 355 906 845 1375 909
split_gain=17.1067 19.1132 18.3932 20.2826 17.8238 18.9368 18.1735 18.3189 17.3511 18.7971 17.1228 17.3929 16.9815 16.8965 19.7029 18.0902 16.8033 16.7042 16.5532 16.9606 16.4145 20.1544 18.8913 17.8151 17.2594 16.3953 16.2703 16.1048 16.0507 15.8719
threshold=-1.0372938969678034 -1.2625182715263061 0.042545365537477266 -0.53236368881436358 1.3612027609086828 -1.8053664850396696 0.6146227839635201 1.0119945065797371 1.6276177283287072 0.6713395675719418 -0.024657624075993714 0.17688550626567237 3.6226755291136299 1.0000000180025095e-35 2.0398065696289591 -1.47865282407405 -1.4329277709862485 -1.0861700333034265 -0.54327096122174912 1.057281570253833 -0.70536195245666355 0.47293428046231795 -0.85853709627831243 1.4825568815102887 -0.86064565814784777 -0.46809039454554557 -1.311422072135666 0.74117845545801975 0.59806352348768188 -0.3188895862553276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 20 10 -6 8 -8 9 -7 -3 12 16 14 -4 26 18 -10 28 -20 22 -22 24 -23 -2 -24 -15 -19 -12 -13
right_child=1 4 13 -5 5 6 7 -9 17 -11 11 29 -14 15 -16 -17 -18 27 19 -21 21 23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.0515994470159874e-05 -0.00034595886257900301 -1.9591565521718975e-05 -9.8997039847019619e-05 -7.1887978777591228e-05 -0.00043828757655888607 0.00011928032596629962 0.00030509010574623202 -0.00015942424587140255 -0.00096221395287798643 -0.00022862418735631153 0.00019708182932291266 -9.5527780711938587e-05 -0.00030273132322148044 0.0018682907056523617 0.00059672894644537773 -0.00033536995232928148 4.8900391634814764e-05 -0.00016224205317807088 -0.00018914057858037124 -0.00086891713352459717 3.9440856979565506e-05 -0.00042447980962514569 -7.9087802005454341e-05 0.00084402575838922543 0.00062800218050769008 0.00031390552303879024 8.9676939616492075e-05 0.00044487131599425388 -0.00049994371801759512 1.0413909393444954e-05
leaf_count=94059 110 105550 4711 21709 483 8595 2651 533 109 880 962 10833 649 35 206 3916 68261 1590 1618 276 7036 967 1378 65 639 969 217 232 258 22434
internal_value=0 -0.00101519 -0.051638 -0.0254234 0.00647426 0.0806657 0.0925647 0.240857 0.051011 0.0911312 0.00100374 0.0209519 0.0400149 -0.15963 -0.0607546 -0.294284 0.0433539 -0.13672 -0.134968 -0.290059 0.0555659 -0.00335808 0.198938 -0.33914 0.505169 0.0899352 0.410147 -0.087971 0.0744023 -0.0225597
internal_count=361931 267872 41958 32873 225914 15073 14590 3184 11406 9475 210841 105291 72024 9085 4917 4168 71375 1931 3114 1894 11164 8068 3096 1032 749 2347 252 1822 1220 33267
shrinkage=0.000980392


Tree=4781
num_leaves=31
num_cat=0
split_feature=1464 1454 1398 1452 1466 1053 195 810 1451 1451 977 1422 984 1461 836 1174 78 321 1462 1450 1464 1451 1458 1470 428 1319 1452 1174 766 1167
split_gain=9.17288 13.8247 16.2175 18.0225 24.4924 24.286 16.7921 16.3831 15.5687 18.1303 19.1209 18.5496 17.1233 14.9698 19.3654 18.1472 19.4645 17.7199 15.1042 14.9455 22.1565 22.0757 31.4653 19.8906 16.1101 15.8976 15.5527 14.8037 14.7927 14.7057
threshold=1.5993600128483978 1.0000000180025095e-35 0.15381938027106909 0.52142301186363793 1.4251016753579637 0.49699372853782742 0.69976010066948824 1.9826629895339172 0.59897055457132509 0.34500621528061176 1.1243955548292537 2.2143962547191078 0.89773723085465185 0.81117059475233644 0.61530840079119398 1.6765992819087938 -0.80583572246109336 2.270452748923772 3.4653406265423476 0.58910982291428715 3.1922815360835552 -0.2263619558997208 0.28733080960053564 1.1132399126423167 -1.2203101582871565 0.22686920535708957 -0.049547816776096786 -0.48742789020520572 -1.2067979537695697 0.18776342848500388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -5 8 9 10 11 -2 28 14 19 16 29 18 -16 21 24 22 -3 25 -21 -23 -24 -26 -11 -15
right_child=1 13 -4 5 -6 -7 -8 -9 -10 12 -12 -13 -14 15 17 -17 -18 -19 -20 20 -22 23 26 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00029576370447672472 0.00091506993493631155 0.02764570955096364 -0.014015687777530129 0.0087284284095227923 -0.043033494231977887 -0.027068830710790959 0.03911805224827293 -0.061398621273262045 -0.020461516309251044 -0.062132212386407697 -0.036752895899215793 0.073253132022603959 -0.049930160441462063 0.016763112970469663 -0.002680675116376199 0.025498453343402411 -0.0099018222228312528 -0.04054281202714926 0.023914755641392102 -0.0080353738817197217 0.00051547495403002689 -0.0080844277535235473 -0.012059698730323426 0.096712300092326731 0.0099923950524141558 0.0080619101912777682 0.012542395156745517 0.028318316015211266 0.042956877288331051 -0.016059305628459034
leaf_count=339227 1606 997 1922 779 317 206 271 127 518 22 197 46 47 670 2640 266 2570 130 241 277 1174 2396 672 23 801 1158 718 1399 277 237
internal_value=0 0.0419082 -0.0595795 0.0122301 -0.0938776 0.232249 0.357233 -0.032548 -0.00412913 0.0774589 -0.0181553 0.0633196 0.561083 0.0735616 0.110091 -0.0513647 -0.0949238 -0.0385034 -0.00330539 0.161436 0.269436 0.0880763 0.256379 -0.0286886 0.381494 -0.0439673 0.0257682 0.437273 0.730715 0.179157
internal_count=361931 22704 6335 4413 3157 1256 1050 2840 2713 2195 1849 1652 346 16369 12626 3743 3477 3011 2881 9615 3651 5964 2387 3577 2477 3554 1390 2200 299 907
shrinkage=0.05


Tree=4782
num_leaves=31
num_cat=0
split_feature=1423 1361 1180 128 914 294 1110 1124 108 1104 1463 1037 816 1118 207 777 1274 549 207 701 557 986 350 227 784 1468 1468 1455 1395 448
split_gain=9.19373 12.9795 15.6438 18.5975 18.4893 15.8251 15.8648 15.7915 15.6697 16.7876 15.4623 16.1519 18.3196 18.2443 16.0755 15.2063 23.6682 16.1418 14.9123 14.9048 14.7974 16.3826 16.003 16.748 14.6944 25.0932 16.3175 15.3596 21.0982 16.4455
threshold=1.0000000180025095e-35 0.55035703183932794 1.4676084809721923 2.8224158231388636 -1.0335625379031559 2.8830043942517625 -1.6102781383014586 -1.0875528581713705 0.27993128197389744 1.8460688725740535 2.3117778832458433 0.55640880086984246 0.98567350059335823 1.0973352949572648 -0.71371720280974837 2.2114700010556398 -1.0000000180025095e-35 -1.0525094272899334 0.32148021077648853 1.0155905452850977 -1.4167445468812339 -0.93517666375206132 -0.97739980028242457 -0.7695837962945874 0.9594655836162902 -0.079190783623466224 1.1169629351287809 2.5522110869383945 1.1075777784183363 -0.55473708347269179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 15 24 -7 -6 9 -9 11 12 14 19 20 17 -17 -4 -8 -14 22 -22 -3 -24 26 -26 27 -2 29 -29
right_child=1 10 4 -5 7 6 18 8 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00015026549652957119 -0.0017468488540805874 -0.024804674958214534 -0.024539508144025775 -0.027755390623944456 0.014986395165904082 0.094290385160800322 -0.033102961442217436 -0.012318210508793604 -0.027015361817758654 0.028838499812062837 -0.017998225145437707 -0.0047460954907488848 0.03620777069996807 -0.018031483046051767 0.0059585962444903637 -0.0047459768384760653 0.18140643694895575 0.015814956708552503 0.0034681411309288482 -0.0096125271618501072 -0.034107532846239928 -0.0036627709457982232 -0.023905513940028315 0.08430883012738416 -0.0007524170093074022 0.01477263837976573 -0.0099793438982652138 -0.014923892514833018 -0.036207750034627041 0.034666553691988046
leaf_count=287068 38268 65 370 748 388 34 884 3038 1951 216 516 3418 480 123 7428 42 23 583 375 110 341 2378 37 70 5843 2221 4247 141 92 433
internal_value=0 -0.0287897 -0.0480535 -0.0346883 -0.187816 -0.0300132 -0.374406 -0.260326 -0.306918 -0.186746 0.0323988 0.0473453 0.0920452 0.422644 0.0633729 0.161021 1.60635 0.0773841 -0.42794 0.573659 -0.098625 -0.14445 0.610097 1.13291 -0.0239478 0.0738333 -0.0441338 -0.0271235 0.326296 0.493239
internal_count=361931 74863 59897 53286 6611 52538 1293 5593 5205 3254 14966 14450 11032 713 10319 1018 65 953 1259 590 2891 2719 172 107 51245 8064 43181 38934 666 574
shrinkage=0.05


Tree=4783
num_leaves=31
num_cat=0
split_feature=785 519 713 507 921 783 657 657 774 588 575 657 839 924 833 1368 460 773 980 899 153 1111 638 292 965 1098 539 697 1470 1455
split_gain=16.4317 17.0412 21.1162 25.6452 22.516 46.7143 22.2104 21.1972 20.9758 20.0661 19.8171 19.6917 19.6438 19.3556 19.1817 19.1622 19.7009 18.4092 18.3902 18.8842 18.8444 18.1356 17.9078 17.6738 17.6298 18.7771 20.4442 18.0251 17.4467 18.0269
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.0525743831388839 1.1155635910225459 0.72755686970153477 2.2603408215975165 1.5033568469461875 0.71188872395471614 1.0000000180025095e-35 -0.80522708219444705 2.778493016390716 1.8999064755685127 -1.014540640089117 0.70892277612114496 4.3297121247051882 1.1880435139967069 0.44691395264848927 -0.59080664075777289 -0.21625725816646321 1.8910022628952046 0.41750361118425583 2.4957615114935776 0.10980254379742337 -0.37373492001924641 1.6593606958601528 -1.2446859316482672 0.86093751738940238 1.2831308907880747
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 11 8 -7 17 -6 10 -3 -4 24 15 -15 -13 28 18 19 -5 -20 -14 -22 -21 25 26 -2 -27 -17 -30
right_child=1 9 4 7 5 6 -8 -9 -10 -11 -12 13 21 14 -16 16 -18 -19 20 23 22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=4.149036002964188e-05 0.00010740174768539374 -7.2766361078262234e-05 -9.44251794643136e-05 0.00032081655995016 -4.0420271701213234e-05 0.00022680203748450293 -0.00016427488978698252 -0.00034544082584911704 0.00016333966914448849 0.0001692710303732068 7.3257604506015835e-05 -4.9950149726522333e-05 0.00047824808538319435 0.0003406776710311091 2.8360035197921939e-05 3.1720021059670902e-05 0.0017850448497960171 -0.00010014867548669545 0.00015182817859936887 5.2454382042747735e-05 0.00037913970766658686 -0.00082015269107820984 0.00099067105897841638 -0.0011825655271995152 -5.299881060833074e-05 0.00027980424090546071 -0.00027581309206928088 -6.4934400687893793e-05 -0.00011075484978145721 0.00048378430375946887
leaf_count=29559 13392 7439 36644 1529 25374 5997 741 430 2714 4398 9681 132529 615 1297 12892 28918 42 1083 805 2913 578 66 283 57 22024 797 629 10703 7580 222
internal_value=0 -0.0133805 -0.0184323 0.0216802 -0.0283143 0.0260486 0.186933 0.136593 -0.0188557 0.0448905 0.0108841 -0.0380046 0.000485656 -0.0286949 0.0543038 -0.0361501 0.0089613 0.163033 0.20766 0.13298 0.392608 0.377866 0.599568 0.0304864 -0.0053696 0.0359924 0.0894968 -0.0381525 0.00742766 -0.0913727
internal_count=361931 332372 310854 55904 254950 34826 6738 7678 28088 21518 17120 220124 48226 183480 14189 169291 36762 7248 6165 4499 1666 681 861 2970 47545 25521 14021 11500 36720 7802
shrinkage=0.000980392


Tree=4784
num_leaves=31
num_cat=0
split_feature=785 519 728 507 921 784 645 774 126 395 1011 1040 912 677 412 635 515 649 279 45 141 588 575 149 495 917 347 1107 1253 76
split_gain=18.212 15.5487 20.9709 22.8732 22.5091 47.0101 22.2219 21.5476 19.4418 20.8567 25.6598 20.2573 19.7381 19.5954 24.551 22.0876 21.967 25.5068 20.6905 19.5366 19.4751 19.4411 19.4188 19.4084 18.8307 18.687 18.5969 20.3263 22.0202 21.5727
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 0.65809631222906606 1.0525743831388839 0.9594655836162902 0.66777575187080795 1.5033568469461875 1.0000000180025095e-35 0.66415532897360485 1.0000000180025095e-35 -1.1794202161759346 2.2119996560828836 1.0000000180025095e-35 1.0000000180025095e-35 -1.0400411975100645 1.4353143596930875 0.85789485202400184 -1.0267425803056596 -0.4851739300165801 -1.0595925284170959 0.71188872395471614 1.0000000180025095e-35 -1.3764219011834551 0.67729021820619739 -0.63196957688581024 0.42411393119707813 0.3189280274888156 -0.31995410406045416 -1.0705360911439239
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 7 -7 -6 9 12 -11 -10 13 14 24 -16 17 -15 20 -17 -18 22 -3 -21 -4 -25 27 -20 29 -29
right_child=1 21 4 -5 5 6 -8 -9 11 10 -12 -13 -14 16 15 19 18 -19 26 23 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=4.3285764151422372e-05 -3.2120604151213013e-06 -7.5011815606117411e-05 -0.00014188886168909511 0.00010804964731755596 -5.0554568839803702e-05 9.9494988400617056e-05 0.00035816038772657421 0.00015824809736383078 -0.00018182371551303276 3.2090292173498807e-05 -0.00011384696348394015 -6.2327970577696036e-06 0.00017000859774805212 -9.3473541836773939e-05 -0.00052153105284203066 -0.00019894343186376945 0.00036613891482039946 0.00010826157178333896 0.00010503860221097345 -0.00069711615376882483 -0.00039100704113152903 0.00016361156094173751 6.9476321539388387e-05 0.00028090237746182409 -0.00032019727904700825 7.9705848033700181e-07 -7.7321867482222585e-05 0.0013142053902481848 0.00071018629579266827 -0.00019785167932347182
leaf_count=29559 48652 7439 29141 10531 23492 6278 2004 2680 5182 22000 8282 85487 1760 38476 756 2745 356 3862 2329 269 1096 4398 9681 1678 6156 5025 1515 54 694 354
internal_value=0 -0.01448 -0.0193061 0.0191412 -0.0295425 0.0251259 0.166172 -0.0270475 -0.0393269 -0.0605463 -0.00958442 -0.0136572 -0.0814907 -0.0870822 -0.134191 -0.0318849 -0.0563873 -0.0762383 0.0784786 -0.00479358 -0.223833 0.0411572 0.00770251 0.0589642 -0.179077 0.0805061 0.143489 0.240016 0.493209 0.0351429
internal_count=361931 332372 310854 59183 251671 34454 8282 26172 217217 126548 30282 90669 96266 94506 45770 10473 48736 42338 6398 9717 1452 21518 17120 6972 35297 6703 4946 3431 1102 408
shrinkage=0.000980392


Tree=4785
num_leaves=31
num_cat=0
split_feature=1097 407 1457 1102 51 705 967 1463 1467 477 728 224 1037 491 317 620 969 616 1108 1455 869 484 1449 260 1139 1457 540 1463 1454 1383
split_gain=17.9688 21.713 21.2156 20.7601 17.7663 17.5795 17.443 17.4323 21.2751 17.8955 22.7052 17.3137 19.2811 17.028 17.0096 17.825 19.251 17.243 16.89 16.7622 16.5681 16.5599 16.5314 16.9505 21.4069 20.9689 17.0758 17.3154 16.3965 18.4638
threshold=-0.64966988391888181 -1.2965003005540392 1.2916200332612386 1.0000000180025095e-35 1.8613588887694643 1.4125972960924511 -0.7962285636772185 1.5896008821182519 4.5114904631235966 -0.61860042855786568 -0.90320472132347296 0.13403890879102381 -0.17883528970408619 2.1343371680811183 1.0000000180025095e-35 1.5209264779549863 -0.27438587380478469 1.0032126598012274 2.9640896061354947 1.650979544311745 1.041070318382423 0.29270478307252773 3.0182001278972974 1.0000000180025095e-35 2.1651563756981602 0.31419197391419401 0.35001124564692748 1.4771503405264144 -0.90309121467478037 -0.084789444030907671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 3 7 5 -3 -6 8 9 10 20 21 -13 -7 15 16 17 -2 -5 -4 -1 -12 23 25 -25 -11 27 -27 29 -8
right_child=1 4 19 18 6 13 28 -9 -10 22 11 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-4.2480224167711432e-05 -0.00015995231851694425 4.3100834920923269e-06 1.846765962855426e-05 1.669706915118493e-05 0.00019426784557256694 7.4639136789466393e-05 0.0012641592519800223 6.8426485660953712e-05 0.00057270505780257638 -6.190497145609712e-05 -0.00016908046160667251 -1.5351256536471793e-05 -0.00025501794881323026 0.00047236195319197573 -0.00012391926731497146 -0.00024163932844191877 9.8350285310996405e-05 0.0002620622709053759 0.00066319380327730651 0.00026548856863895366 0.00036681717646210976 -0.00036892862414907566 0.00024877308678639647 1.9410240566989525e-05 -0.00034479332114849357 -0.00031021166168952854 5.6345374111370867e-05 0.0012303348303386473 -0.00020536157382742274 -0.00025912834030910014
leaf_count=5415 4347 193006 10757 14858 830 10513 90 5439 226 25972 9797 8449 3680 447 16739 1601 7892 770 202 1460 639 4835 943 20118 1148 5665 1068 43 4891 91
internal_value=0 -0.001087 -0.0384002 -0.0509588 0.00620048 0.00942571 -0.127147 -0.0679734 -0.0777291 -0.0803829 -0.130918 -0.169974 -0.090442 0.0960852 -0.0659256 -0.00534339 0.0265288 -0.100825 0.0260994 0.0557314 0.00023206 -0.23371 -0.0510293 -0.058137 -0.000368591 -0.0974831 -0.235134 -0.301022 -0.182113 0.536095
internal_count=361931 241217 120714 108497 209868 203966 5902 93437 87998 87772 32815 26761 12129 10960 31349 14610 13009 5117 15060 12217 6054 14632 54957 54014 21266 32748 6776 5708 5072 181
shrinkage=0.000980392


Tree=4786
num_leaves=31
num_cat=0
split_feature=677 878 1458 359 1168 597 1461 42 1461 1452 1258 775 1288 153 958 1252 1452 792 809 654 1171 350 977 1460 1106 156 933 363 1258 1023
split_gain=9.2373 25.6398 21.4466 21.0792 17.788 19.9452 17.066 22.6901 18.9369 19.3394 22.9022 21.3439 19.6787 17.9095 17.1632 20.2029 17.9074 16.815 25.2742 17.1434 17.6485 16.7314 16.6881 16.6322 22.8417 17.5476 19.3478 18.935 18.8811 18.6648
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.6054386111478895 -0.91781044039400095 1.0000000180025095e-35 0.4590488840311347 -0.17174023376621741 3.0390045573981759 0.63802195525331329 -0.54067390057345055 -0.68317787200581137 -0.73667250324019762 2.7678100344389516 1.8337454815372167 1.0000000180025095e-35 1.8825683818298804 -0.49734502043148282 1.0000000180025095e-35 0.66649192610754393 2.1031908482322286 0.30028666319685293 2.0893846922015178 0.60305151398706303 0.099810043912261961 0.24876311059739639 0.52458311074900565 0.68806224955729689 -0.39472142413581585 2.9152496214861876 3.5766882749983915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -3 8 9 10 13 -12 22 21 15 -11 -16 19 23 20 -2 -8 -13 25 -25 26 29 28 -28 -19
right_child=17 6 -4 4 5 -7 7 -9 -10 14 11 12 -14 -15 16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0091748976432017536 0.00047428729187796336 0.0012599225514355746 0.010699805215671803 -0.0014119763162395501 -0.012400581941940813 0.0019192640620981725 -0.033482531791706932 0.036962128627461587 -0.00048599249587825396 -0.020496662971799855 -0.022622906390148172 0.021322133488422945 0.18192951535280288 0.062255004457577839 -0.041346235095350112 0.029359857232545708 -0.00065682476211386483 0.0015113420217539788 -0.0037443175411062722 0.010014350220532011 0.0048997038789026798 0.071920712580992627 -0.0097938296534896829 0.00020081721108418916 0.0076715288094258999 -0.0048839570229292206 0.00082987120240699496 -0.0084063758404861483 0.069884551563170236 -0.021356814163189231
leaf_count=15083 65453 67967 1674 52383 8791 2846 530 165 13480 3139 327 971 20 27 209 134 2221 43300 23496 2900 13389 23 341 13723 7684 11564 3891 5762 41 397
internal_value=0 -0.0171937 -0.0570725 -0.0650056 -0.0466463 -0.161833 0.00739479 -0.0518676 -0.0595432 -0.162245 0.0326639 0.170784 0.294913 -0.430219 -0.244323 -0.366585 -0.0792991 0.00734419 -0.010694 0.0324562 0.0258737 -0.560073 0.269333 0.00753121 0.0608492 -0.011008 0.00520844 -0.0857495 0.0343944 0.0254335
internal_count=361931 170331 80777 79103 64020 11637 89554 21587 21422 7942 2239 1659 1332 580 5703 3273 2430 191600 109858 81742 78842 553 1312 86362 21407 64955 53391 9694 3932 43697
shrinkage=0.05


Tree=4787
num_leaves=31
num_cat=0
split_feature=705 588 902 848 21 675 126 1229 485 746 1109 833 158 216 217 148 1318 1189 1048 1248 346 219 147 292 667 14 132 1455 1470 697
split_gain=9.22071 22.0089 18.8556 19.5803 18.8023 18.4284 22.4235 19.2673 18.9175 18.7779 17.9833 17.6768 16.9808 16.8097 16.7541 18.6287 19.4228 16.6821 18.0777 17.594 16.8067 17.1455 16.6642 16.6557 16.6007 16.1265 18.5292 15.8916 25.2152 20.421
threshold=0.41040386000896778 2.250834115212506 -0.91697708421806057 -0.014926871543044078 -0.70163543588998201 0.44359160413691395 -0.67811062752501949 0.68842730247739281 1.524658136716935 2.6418189434053163 -0.1846944983263927 1.1829159104161047 0.048783650399966107 1.4846822748782065 -0.48120550305001436 -0.19969264076645918 2.1865154318515034 -1.5161058611062252 -1.0627241715616391 -1.0878675468229229 -1.2354639700535961 0.12197546889468672 2.6097196391192976 2.5814316670378736 2.8959165655566772 -0.46116846503549319 1.0702924560202118 0.80851755981579754 1.1605466117522381 1.1849159845794115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 24 8 -7 11 9 17 13 -8 -13 -5 -10 16 23 -6 20 -20 21 -19 -11 -16 27 -9 -27 -1 29 -29
right_child=1 -3 3 10 5 6 7 25 14 22 -12 12 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00048314135950862716 -0.0040498096829813613 0.005849875887814375 0.0016238379965527062 -0.0036424480525156797 0.0060099536046850227 -0.0041978069539028058 0.0018443874022642101 0.016163492300033552 0.0084561517762955559 -0.013946038697657641 0.00045803643613183523 -0.0027151775877582432 -0.023749048056949273 -0.018008303619436752 0.0044938928831427657 -0.0082829462149769401 0.048194230817185935 0.0062928057927396685 -0.0090179063894341837 -0.001705615131488751 -0.0084613297268162496 0.077822974996838101 0.070112804460521982 -0.056737483934918613 -0.014856824652109796 0.0018520663373578939 0.033852103393421894 0.0092412919419683302 -0.026568581696262514 -0.0051618064843463813
leaf_count=58063 15555 8511 78276 13863 3806 10007 21831 1784 3970 2065 21871 2022 739 1596 2681 3226 146 322 6299 77260 12890 53 26 79 1874 3342 223 7354 395 1802
internal_value=0 0.0116949 0.00371869 0.0128562 -0.0128157 -0.0273991 0.0142093 0.0444182 -0.0443636 -0.0546784 -0.0325319 0.0150579 -0.161214 -0.0975305 0.0545274 -0.0289352 0.105497 -0.049139 -0.0551659 -0.0432501 -0.151284 0.386775 -0.256526 0.0612213 0.0219851 0.157911 0.075847 0.0267399 0.113067 0.135045
internal_count=361931 139672 131161 115606 222259 152771 39948 29941 112823 102721 37330 24592 2761 15459 10102 6132 2906 100630 96824 83559 13265 375 2091 2760 69488 5349 3565 67614 9551 9156
shrinkage=0.05


Tree=4788
num_leaves=31
num_cat=0
split_feature=21 550 691 61 758 485 1425 609 1111 333 1027 507 499 1103 362 424 1442 757 21 610 271 1326 348 1442 1398 1454 1466 21 1458 355
split_gain=9.11539 9.93281 9.76518 20.795 25.6529 18.8225 17.42 21.2282 21.8232 21.5214 21.2436 19.4936 19.0082 18.0633 17.8841 18.6244 17.856 24.4726 24.7953 20.5008 19.6424 17.5214 20.7012 17.6128 17.499 17.3988 25.103 20.1708 28.2778 21.7076
threshold=-3.2545899522946695 1.0000000180025095e-35 0.11682074345248079 1.0000000180025095e-35 1.7946960378661232 0.56495508807576322 -0.49854827941355384 2.9086430321303127 -0.60655739926131569 -0.92538868522310447 1.0000000180025095e-35 0.65809631222906606 -0.41016012670900515 1.0000000180025095e-35 -1.3843748706870955 2.0413948384304379 1.0000000180025095e-35 2.7932316895974547 -0.13431221002227373 3.288219859444637 0.55480761047847393 0.53021882600194525 -0.52607376544076934 -0.36318025971450862 0.24775132827282062 -0.17470481038223243 1.6394897097726615 1.3785497256249488 -0.36178583984365703 -1.2249561663942752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 16 9 -9 10 12 21 14 -10 -8 24 -2 18 20 25 -18 22 -12 -23 -16 26 27 -20 -29 -30
right_child=2 -3 3 4 5 -7 7 8 13 -11 11 -13 -14 -15 15 -17 17 -19 19 -21 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.018121392912830717 -0.0038456806828024472 -0.024311407494505787 -4.6821715424280172e-07 -0.005336357555783322 -0.0011486064249258401 0.011950994635723508 0.028498249683914751 -0.026116992172690562 0.011225852688190253 0.001730548129173204 -0.013479296487458681 0.010133511077969018 -0.011489781829993453 -0.021610294867422997 -0.0012596922797141398 0.034933991159990511 0.0052855344828783429 -0.0085051380504972147 -0.00075393146106151829 -0.030488579345263098 -0.0049326229896810743 -0.0064656161520050826 -2.2844921357205662e-05 0.01615305881735335 -0.024689508656795298 0.0016779249654706549 -0.029535518360980208 -0.0019964869668084788 0.064983818478180813 -0.024279148298738017
leaf_count=625 29382 91 81245 32536 6035 1928 292 707 595 123906 2777 2401 5706 332 3471 185 16889 3731 14869 552 3755 852 5216 1285 694 16978 632 2432 32 1800
internal_value=0 0.260964 -0.00307928 -0.0216541 -0.0708245 0.0488165 0.00525218 0.0203322 -0.231945 0.0233623 -0.0463614 0.0186856 -0.132035 -0.00393185 -0.0138481 -0.0549792 -0.0212658 -0.00094693 0.0115594 -0.0239927 0.0763066 -0.0302113 -0.0837354 0.161015 -0.0904974 -0.0189596 -0.0670123 -0.0536981 -0.20246 -0.4429
internal_count=361931 716 361215 121744 40499 7963 239471 148419 1634 146785 22879 12531 10348 927 4642 4350 91052 61670 57939 37295 20644 10130 7993 2137 4165 36743 19765 19133 4264 1832
shrinkage=0.05


Tree=4789
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 941 650 869 648 518 923 561 606 1048 416 212 645 973 1449 471 592 657 760 421 787 1344 1071 635 11 913
split_gain=15.6866 13.6767 18.1141 17.9642 17.6867 20.7341 20.4996 20.2236 19.9385 18.9782 18.7774 22.3859 25.3144 22.0593 18.7214 18.5267 18.0009 19.0133 17.8245 17.4914 18.9704 18.3713 17.9522 21.8585 19.7184 17.4698 17.3792 22.0906 18.2554 17.6723
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 4.1807005710369394 1.6923072129381651 1.0000000180025095e-35 1.8166789435549495 1.0794040238867422 -0.36513490025409884 0.21068066121859358 2.1543936751333881 -0.97382115095326893 0.90571909922259353 0.22631959721617781 1.0999280683389623 -0.3520936843062038 1.1615745723481681 -0.93081268283970298 2.2072823260557821 0.72755686970153477 0.14141735701834809 0.77519128758986466 1.4337814159034321 2.1236322131730452 0.69084194168817237 1.1830773744100969 -1.0687861532971679 0.32163607584167092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 7 16 8 10 14 13 12 26 15 -8 -6 17 -2 -13 20 -15 -22 23 -21 -24 -17 27 -12 29 -28
right_child=1 2 -4 -5 5 -7 9 -9 -10 -11 11 18 -14 19 -16 25 -18 -19 -20 22 21 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=3.9539389335457613e-05 3.2158742820629015e-05 -7.376370215377427e-05 0.00015654879361256109 6.5312111722962818e-05 -0.00018298552031460605 0.00033717234507971562 2.0658432925193478e-05 -6.2103197138301721e-05 7.004888907451505e-05 0.00042023664391703882 -3.2795941481287672e-05 -0.00012959887895529172 0.0002489030494020208 -0.00012903954274169708 0.00036918098746797722 8.4201337029235482e-05 9.619906824594937e-05 -6.1302320339874923e-05 8.7079405022985593e-05 2.9085496086194785e-05 0.00017685305103644854 0.0016674144893308661 -2.0895193177592577e-05 0.00016350284353739694 -0.0004371639272052231 -0.00087193562373873168 -0.00010396345304076794 0.00012550464505658494 -0.00016586555854511783 0.00052394912946738127
leaf_count=29559 20388 7439 4398 9681 6853 738 4478 85146 12424 857 38627 25136 1601 6835 890 2946 7761 24809 2368 32133 241 61 15329 7235 691 127 666 4966 7130 418
internal_value=0 -0.014141 0.0380928 0.00579652 -0.0186686 -0.0280819 0.0166375 -0.0294084 -0.0151746 0.140586 -0.0229783 -0.0496317 -0.0221916 0.0030586 0.0853286 -0.110191 0.00187355 -0.0168103 -0.110647 0.0172897 -0.104204 0.536623 0.02913 0.0533809 -0.0376841 0.0484025 -0.0321337 -0.0121012 -0.129587 0.174142
internal_count=361931 332372 21518 17120 310854 251671 59183 250933 165787 6225 153363 80912 53408 72451 5368 9926 52958 45197 27504 62525 7137 302 55388 39368 16020 3073 51807 43593 8214 1084
shrinkage=0.000980392


Tree=4790
num_leaves=31
num_cat=0
split_feature=800 765 1190 1466 1029 1117 627 833 572 1031 1317 1045 1395 968 1454 359 495 1107 975 635 479 1291 971 490 2 759 701 1380 214 1252
split_gain=9.16671 13.0425 19.7037 16.0782 18.4736 16.4653 16.5643 15.5246 14.9458 14.2002 15.0271 15.0655 13.9168 17.2661 13.6793 19.7615 17.595 16.5297 16.5837 16.0424 15.3154 18.2512 15.1269 18.2592 17.3686 15.016 19.2807 13.6453 13.4193 15.4789
threshold=-0.57812715656594349 -0.31136825509657134 1.8281299714985317 0.027833238287945889 1.0000000180025095e-35 2.4287094664117519 2.4851069592466541 2.6706100349369759 3.0985717714024261 1.0710442084254466 0.15761449216007845 -1.0199866886179454 -1.1326190464562647 0.035235184032503579 -0.610586402940409 0.51287808482107511 2.4607087919235409 2.1802045858874788 1.5513594643858231 2.5805812592946911 1.0943001836743611 2.3812033167488225 -0.38834024966845676 -0.35035882641508137 1.6171775057849873 -0.039008174557058399 -0.041509850886224081 -1.2746275924579662 -0.441909335988181 0.21942399065093157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 5 6 -1 -5 14 10 11 -6 13 -4 15 16 19 -16 25 20 21 -3 23 -17 27 -19 -27 -24 29 -22
right_child=-2 2 12 7 9 -7 -8 -9 -10 -11 -12 -13 -14 -15 17 22 -18 18 -20 -21 28 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.001171651984304796 -0.00044209964641277996 0.012585545225785161 0.025709101508013268 0.0062089064889654664 0.037136482791833091 -0.027950017552632368 0.017125428224564639 -0.018698115405947808 -0.020353785951020095 -0.0033865893297361296 -0.00016427952895792513 0.011503907033515478 -0.018582953899780607 -0.027497904501670445 -0.0017548525293401111 -0.048215583408985269 -0.026702718093593494 0.026728846440868339 0.079254129209557184 -0.044155761923119936 0.029017475682065919 -0.041309320426635904 -0.048120487155292574 -0.0069001231378773373 -0.053730219515601689 -0.054345782345409023 0.021088218725680702 0.0055807938732597958 -0.01368315466211641 -0.015718406955602809
leaf_count=18608 289498 4867 258 12982 311 300 633 337 572 1893 1337 2416 1536 158 21518 236 212 287 40 74 294 106 69 502 77 85 85 1491 944 205
internal_value=0 0.0204462 -0.0133032 0.0488184 0.0143977 -0.0188311 -0.0106438 0.111942 -0.000446615 0.130495 0.197721 0.291671 -0.259663 0.143072 0.00577015 0.0822481 0.147452 -0.0249454 0.36697 0.168479 0.181287 0.233962 -0.099382 -0.393497 0.0173006 0.237186 -0.295441 0.0677042 -0.0657924 0.246391
internal_count=361931 72433 33616 38817 25498 19541 19241 13319 31664 5957 4064 2727 1952 416 31092 9077 6702 22015 497 6490 6416 4973 2375 738 1637 457 170 1560 1443 499
shrinkage=0.05


Tree=4791
num_leaves=31
num_cat=0
split_feature=890 407 1235 795 705 623 427 854 797 751 1002 921 927 444 635 561 513 593 1035 969 21 1061 1004 425 527 1167 659 1325 1452 60
split_gain=18.9658 21.4606 19.7265 21.0291 22.3258 22.2174 20.7081 19.3407 57.3025 20.8103 22.3086 24.5599 21.7573 24.4926 20.6365 19.8571 19.6614 20.6392 19.568 18.8764 18.8733 18.5094 22.888 18.4925 18.473 18.2689 18.6219 18.2619 19.2949 19.0353
threshold=-1.0182342416987082 -1.2965003005540392 -1.24934742919911 -0.29258408639884992 1.215584911221339 -0.047398826616434804 -0.49991583447284288 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.69854289147193727 1.0000000180025095e-35 1.0483613175537825 1.0617732612454149 0.75617417038194978 0.21068066121859358 0.5265745529457686 -0.58017643881618097 2.9711786819006263 0.97114200972825471 -1.6471741456694959 -0.87357009987099121 0.59444477453878863 0.60220345855859991 1.9849653232297506 1.0360981161417697 -0.65794869715300641 2.1761654635216598 1.0213635525437439 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 16 10 11 14 24 19 15 -9 21 -18 27 -14 -8 22 -5 -16 -12 26 -10 28 -11 -30
right_child=1 2 3 7 -6 6 20 9 25 18 12 -13 13 -15 23 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.3756724410594335e-05 -6.1568475754131637e-05 -6.7807331072973178e-05 -1.5828965433886476e-05 -8.4292276321741433e-05 0.00012535986294643338 -3.2181145115257785e-05 0.00053300580174828801 -5.0345477839775947e-05 -9.1186395629510669e-05 -1.0835802783392541e-05 -0.00019165544094101758 3.3841027982992425e-05 0.00026185798204819965 -0.00052641902098689026 9.569356233117569e-05 -0.00017989875396853133 -0.00031466935336918179 0.00027956383388220578 0.00072440489431025205 -0.00041862536707538609 7.5751638813622118e-05 -0.000185263680484072 0.00074943434863546478 -0.00014049683286793531 0.0003069428309510193 -0.00085624910447134011 0.00032639424319323208 0.00025033801327956166 0.00021979194679195812 -0.00030170114774024075
leaf_count=96477 36838 22083 41112 453 11260 10149 440 20836 542 25202 9078 21944 1295 260 5946 9031 328 1128 166 212 32014 4279 186 1974 317 73 3532 1415 2923 438
internal_value=0 -0.00292408 0.00424772 0.0102686 0.0347619 0.0221076 0.0569234 -0.0105464 0.077398 -0.0204092 -0.0413163 -0.023699 -0.131072 0.0795337 -0.0594707 -0.0886959 -0.0598556 0.15187 0.0292366 0.17769 0.0833433 -0.131684 0.203032 0.0371935 -0.175702 0.263074 0.279895 0.0245955 0.0111878 0.166705
internal_count=361931 265454 228616 206533 94975 83715 42603 111558 10521 101037 70893 59731 11162 1767 37787 29867 6374 1456 30144 1507 32454 4918 639 7920 9395 4147 4074 29978 28563 3361
shrinkage=0.000980392


Tree=4792
num_leaves=31
num_cat=0
split_feature=51 701 561 430 76 707 736 1237 83 1043 1469 87 1173 427 830 220 636 841 1328 1400 208 841 1053 700 1395 1398 1250 1316 349 137
split_gain=9.18588 15.3679 16.3019 16.0161 15.0718 21.7916 17.6331 16.9174 18.5079 18.1916 17.6338 18.5872 18.7398 17.215 17.4172 17.786 18.0954 22.0449 17.0776 16.0934 20.0442 15.7384 16.9678 15.3365 18.1852 18.1421 15.2955 15.8239 19.5134 19.6208
threshold=1.0000000180025095e-35 2.1354889847933296 -1.2997947532939336 0.60398694041721612 -0.61188121182114397 0.97049508087754399 1.0000000180025095e-35 1.0010593767449445 1.9926441906064791 -0.34192511499581207 0.25123789864468821 -0.54695209407030243 0.99529985763914464 -1.2767290526254362 0.64563976850698224 3.0573904746206875 -0.40394814087445302 1.2890949349207199 2.5835127686343018 -0.99533141682126158 0.88081114289233364 -1.1166252414202336 -0.12845502471281109 -0.50379016581078873 -0.59743460415007055 0.16884849195134932 3.0518375898925085 -0.75527011332100724 -0.77616423249690347 1.4955699144679253
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 7 26 13 10 -10 11 12 23 -6 19 16 -16 21 -13 20 -15 22 -18 -9 25 -25 27 28 29 -7
right_child=1 2 -4 -5 5 6 -8 8 9 -11 -12 18 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00031253419944950438 0.0011863664157452467 0.0060520871713986733 -0.013013347665326594 0.093300524830107881 -0.0071531762770954592 -0.0010406431023224744 -0.012951097132808967 0.018479709349119688 -0.010874650133934015 0.057532089514676588 -0.016035633539606835 -0.0059935826417993028 0.042276094269224206 0.0029702042526118288 -0.0030016742413363075 0.05592017035607573 0.023510390314209428 -0.010123734464077784 -0.045769713604236893 -0.0014924781216617169 0.027698131255277161 0.0076447223675614427 0.14201977611778371 -0.0092909462725983515 -0.026266029896611795 0.057206524074956057 0.07913796049421945 -0.00097125228583740141 -0.021992258323287828 0.082502555397428456
leaf_count=223819 40092 168 2754 34 6979 480 6502 546 114 110 3476 4303 185 2817 4296 71 52 1060 227 44748 592 8373 21 202 512 100 25 7626 1608 39
internal_value=0 -0.0190304 -0.205294 0.477598 -0.0152955 -0.0331299 -0.126257 -0.0173868 -0.125729 0.548746 -0.146927 -0.0660792 0.175574 -0.00510545 0.00582163 0.0773791 0.0707417 0.12484 -0.155876 -0.0171808 0.14146 0.162065 1.21848 0.0550372 -0.192864 0.30444 -0.0644638 -0.0707949 -0.281626 0.149227
internal_count=361931 138112 2956 202 135156 95064 16280 78784 9775 224 9551 6075 1545 69009 62030 13873 13802 9506 4530 48157 3409 8446 73 1360 814 302 9778 9753 2127 519
shrinkage=0.05


Tree=4793
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 126 1022 140 727 382 650 789 518 1452 1470 1459 759 1443 495 906 646 785 856 971 220 416 554 829 219
split_gain=18.4816 16.5944 21.1329 23.9077 22.6019 36.8851 21.0653 21.2921 21.8642 20.7107 23.8833 20.3071 19.2559 19.2233 18.7597 30.932 20.2289 19.2911 18.6489 18.5236 21.7182 18.4512 20.1005 18.8085 18.733 18.8998 18.4491 18.4163 18.5249 18.2735
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 1.0000000180025095e-35 1.0000000180025095e-35 1.6923072129381651 1.1248358748350926 1.0794040238867422 0.4926003403048807 0.39181275121601528 -0.15184483386147815 0.34880281829933329 1.593744732512876 1.0060768826345343 0.075700701230679748 0.99988622835687535 0.58460966528228819 0.35427719004364194 0.40332586026162931 2.8921798140546033 0.90571909922259353 1.6850254067400623 -0.20357414664409393 -0.83407613635155664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 6 -6 7 19 -9 -3 12 14 -11 26 21 17 -17 27 -7 20 -4 22 -2 24 25 -23 -13 28 -16 -24
right_child=1 9 3 -5 5 18 -8 8 -10 10 -12 13 -14 -15 15 16 -18 -19 -20 -21 -22 23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.2361738765721486e-05 -1.442729316803605e-05 -3.8186168107206049e-05 -6.8015200025532637e-06 -6.6574212262505983e-05 -5.5300145107346498e-07 0.00026193835103248858 3.3302154933556273e-06 0.00064716029833514926 1.3502549996798232e-05 0.00023755094712781904 -5.0625547935174853e-07 2.1292092623838455e-05 -5.3786214812329216e-05 0.00042243665183263235 -0.00016659520088623282 0.00048200372316037072 -1.9601422561797616e-05 0.00019130671618573246 -9.7353273205956042e-05 -0.00014708992816422729 -9.4464837912915941e-05 -8.6884779815767438e-05 3.9486796962068721e-05 0.00022507700840705024 0.00023018813379393222 0.0011159555029231173 0.00036725806145209892 0.00030975725067098096 6.883881950355335e-05 -0.00021504798484162956
leaf_count=29559 24524 9447 37893 85264 18652 4219 62084 372 658 5244 5700 4478 1127 857 3698 1277 531 2508 840 11143 30546 4385 2463 2486 1287 49 890 622 3064 6064
internal_value=0 -0.0158529 -0.0208361 -0.0311059 -0.0156818 0.0486562 -0.0275179 -0.0546992 0.249784 0.041605 0.0971905 0.0177484 0.186505 0.14109 0.0030627 0.0812422 0.343964 0.0311305 0.21115 -0.0599413 -0.0442626 -0.0208895 -0.0465863 0.0727422 0.000123172 -0.0705976 0.0854787 -0.0284839 -0.0654319 -0.1514
internal_count=361931 332372 310854 251671 166407 23711 142696 80612 1030 21518 12071 59183 6371 6225 52958 11700 1808 9892 5059 79582 68439 41258 33051 8207 5721 4434 5368 7384 6762 8527
shrinkage=0.000980392


Tree=4794
num_leaves=31
num_cat=0
split_feature=614 890 768 434 43 1077 795 953 1361 1436 854 797 710 416 492 1002 965 921 988 269 560 638 846 1169 1467 1458 691 16 562 1182
split_gain=14.5912 19.2315 21.8233 20.6654 19.976 19.0663 18.1568 23.1291 20.9243 21.0309 20.7123 52.5758 20.2463 23.0643 22.3203 21.5659 22.9116 21.838 21.2809 20.3953 22.4254 21.306 20.0656 28.4784 20.0549 19.3481 19.2725 18.9439 18.16 18.1391
threshold=-0.75411934043310735 -1.3230736206490437 1.8936793896627242 3.7374297967062331 2.2744972866152193 1.4357019976763823 -0.29258408639884992 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.3257286748036605 -0.56898954327853235 0.69854289147193727 0.85800615833067029 1.0000000180025095e-35 1.0000000180025095e-35 0.24204918951595961 0.14538433844100648 1.273276721297012 1.035197263284096 0.48044600209562588 -0.41259912630364309 0.11800097897884852 1.4559694456761409 2.7988492859349967 0.51340928180094503 -0.80315301692534968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 6 -1 7 8 9 25 11 -8 15 19 -15 17 24 -12 -19 -14 21 -21 28 -24 -17 -3 -18 -27 -9 -30
right_child=1 4 3 -5 -6 -7 10 22 -10 -11 12 -13 13 14 -16 16 26 18 -20 20 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-4.5503147923729853e-05 -4.3250488079293935e-05 -0.00016434707320824929 -0.00032299163955265564 0.0018845506838831611 -0.00011930173029820651 7.7510720785747109e-05 -4.8208375580693956e-05 5.4109533777270058e-05 3.4861389865872906e-05 4.584240179475697e-05 -4.273499022585053e-05 0.00025112448978717228 -0.00010030419776617913 0.0006692089344809294 8.0511426100976689e-05 -3.5720582820025182e-05 0.00013493269814512376 8.7554420642043274e-05 -3.1488047414217782e-05 0.00016160628477849729 -8.0918463760247598e-05 0.0007223981523842045 2.6624112480170944e-05 -0.0003365793798241399 -0.00021270108229425562 -2.5743358580011896e-06 -0.00064211685853660366 0.0012990288240108908 0.00033758364006327579 0.00011008484795664069
leaf_count=98407 23784 13157 2492 23 8735 8865 6686 35847 25862 6569 53309 4287 3449 481 595 5052 2244 15777 13457 2902 1583 293 4007 1606 7681 5287 186 65 1952 7291
internal_value=0 -0.000379693 -0.0682915 -0.303496 0.00549488 -0.0356737 0.00903502 0.0311055 -0.00559652 -0.0606254 -0.0100236 0.0797847 -0.0199803 0.0758109 0.360587 -0.0301166 -0.106662 -0.0151751 0.0335393 0.0352201 0.120137 0.222615 0.0626113 -0.0643699 -0.145125 -0.110166 0.0867643 0.0142867 0.0772931 0.162462
internal_count=361931 254659 26299 2515 228360 107272 219625 101643 50940 25078 117982 10973 107009 9303 1076 97706 15163 82543 29234 8227 4778 3195 50703 5613 12733 18509 2430 5352 45090 9243
shrinkage=0.000980392


Tree=4795
num_leaves=31
num_cat=0
split_feature=519 728 382 566 789 565 1218 699 207 150 290 634 1322 705 283 1124 690 347 357 365 558 1211 767 1117 1388 852 774 566 915 979
split_gain=9.18662 19.1354 19.6153 18.4119 16.5683 17.7076 18.8123 16.497 15.4009 15.3256 15.6182 15.8938 15.8699 15.3033 15.2847 15.1893 14.559 15.7411 15.1573 14.9285 16.7706 16.6836 14.2926 13.52 13.4679 17.5479 15.5548 14.954 14.1435 13.5598
threshold=2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.7115451368606267 1.1248358748350926 0.22908786934026762 1.0000000180025095e-35 0.25271406496527016 -0.25733984843302032 -0.52571317712276111 -0.67569536513823225 1.8847960696869146 0.72877031109038015 1.8751481127463665 0.14933713224475384 3.0832975383402426 0.6236723351915715 -0.069909968568949807 1.05706051763453 -0.32392170927044622 0.55105148771815127 1.0000000180025095e-35 0.69678093039535149 0.34680430737748713 0.026163841404319207 1.0000000180025095e-35 -1.02558034258814 -0.024745932181697784 -0.23100247583483624 1.7926688915359759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 8 5 6 9 16 15 -3 -11 12 14 -8 22 -4 17 19 -19 20 21 -6 -12 -18 25 26 -7 -26 -29 -28
right_child=1 2 3 -5 7 24 13 -9 -10 10 11 -13 -14 -15 -16 -17 23 18 -20 -21 -22 -23 -24 -25 27 -27 29 28 -30 -31
leaf_value=-0.00031116867658663558 -0.0050364678147707918 -0.0094542073693310007 -0.0068071874700373729 0.013408749618921975 -0.045840475218505143 0.034531740081173455 0.016271787629362822 -0.025229540285015863 0.0018540469384637525 0.022059087684001357 0.0060000121387717639 0.049819043420086757 0.019061052762853168 -0.07408258989576616 -0.023484140333451257 -0.071107843853952635 0.0044700890716479489 0.019485772261976779 -0.036425134418602199 -0.032143100398897846 0.051028207740560584 0.038240694813944411 -0.031544995072620673 0.056324360175893907 0.0025643309402220938 0.023011794080173884 -0.0031406877537537869 0.01668386038499281 0.038974386582086629 -0.06612943443278628
leaf_count=338398 4052 1357 3402 1026 85 131 1449 346 4937 525 924 70 372 25 458 57 134 316 67 308 53 35 147 81 390 552 865 752 570 47
internal_value=0 0.0387302 0.0665596 -0.00437168 0.133841 0.171339 0.091418 -0.0756249 -0.0381351 0.00767779 0.108342 0.0166708 -0.0237515 0.298017 -0.125423 -0.153148 0.0444495 -0.0789656 0.218877 -0.345458 0.134117 -0.338105 0.0186876 0.515875 0.29518 0.148777 -0.0211773 0.426272 0.533987 -0.123065
internal_count=361931 23533 19481 9422 10059 8634 5327 1425 8396 3853 2496 1971 1901 1474 1529 3459 1079 864 383 481 173 120 1071 215 3307 1595 1043 1712 1322 912
shrinkage=0.05


Tree=4796
num_leaves=31
num_cat=0
split_feature=50 56 777 977 225 562 930 1392 1458 15 1384 211 836 387 294 1258 420 486 1247 501 1158 694 846 426 701 1250 983 1431 1169 965
split_gain=9.19462 16.6307 15.2528 21.5348 15.8472 19.4087 19.501 16.0271 16.5093 15.7945 16.1025 18.4137 15.6968 16.7813 15.6395 15.3925 15.9224 16.6897 15.2876 15.0913 14.9389 15.6645 18.6597 16.5338 19.476 19.6848 15.4401 14.9245 18.1362 17.9283
threshold=0.55630078546380823 0.58160213896575708 0.31898543040465238 1.4135443505904688 -0.53726257999371885 0.54455239906089237 1.0000000180025095e-35 -0.21219269792735457 2.9559322931512657 -2.0115408411254765 0.40178653916516055 0.49830817812335798 2.4283205456421384 1.0000000180025095e-35 4.5925586830991643 0.068493648856961617 -0.23130687477328035 -0.29274169881442796 -0.5403729462634016 1.9272830591183361 0.45077038635305361 -0.84606774977046773 1.3041972687851178 0.75973062993192797 0.54460522025827118 -0.81976641975775622 0.90904955882444793 1.0000000180025095e-35 1.0643747975631468 0.65726860321199432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 14 6 -6 -8 27 10 -7 -12 -5 -14 15 -4 19 -18 -19 -17 -11 22 26 -23 25 -25 -22 -9 29 -29
right_child=-2 -3 3 12 5 9 7 8 -10 20 11 -13 13 -15 -16 16 17 18 -20 -21 21 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00055124491055481438 0.00086359348636277651 0.0010567605723971845 0.0057727102614957698 -0.015072231004352782 -0.011332980819749993 0.0042023659684668731 -0.0082327143216018705 0.0043129199494080228 0.05391882167263308 -0.0028066973964295952 0.034533282094537501 0.18653624632162591 0.11811272797252435 -0.022110944648103804 -0.059634019597013248 0.0080434313015429332 -0.023094794551665555 0.022008228824533845 -0.0074902470659255109 -0.034415184164026884 0.040264136458672821 -0.00068110299579025597 -0.064338592025648025 -0.047440796026997085 -0.015398672617453348 0.055885490287342035 0.13927596888895122 0.0043746850153658116 -0.036940591667073537 -0.026569964110155098
leaf_count=166679 84163 62962 7461 3397 9237 84 5835 4188 61 7831 24 28 20 27 113 2129 1255 336 1843 194 136 1498 25 43 120 219 25 1148 455 395
internal_value=0 -0.00990751 -0.0215079 -0.0647865 -0.0491963 -0.0829895 -0.125975 -0.061847 0.0226445 0.0235196 0.959975 1.99575 -0.275497 1.06403 0.0276318 0.0345049 -0.0680466 -0.182097 -0.0604438 0.102633 0.00968287 0.198642 0.865546 0.122948 0.557375 0.89504 1.13964 0.00720372 -0.181931 -0.0712439
internal_count=361931 277768 214806 48127 44683 31352 21319 12082 6247 10033 136 52 3444 47 13331 13218 5757 3434 2179 2323 9897 2066 186 1880 382 262 161 6186 1998 1543
shrinkage=0.05


Tree=4797
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 718 930 545 1148 1218 608 790 657 486 1386 499 1384 528 700 710 513 406 705 583 1375 656 1062 956 841 962 558
split_gain=19.5604 15.6612 20.5877 19.525 18.2586 32.4455 28.2042 24.8869 25.2122 24.2936 33.8672 23.502 24.1297 22.0604 23.2493 23.3359 21.1023 21.6945 20.8475 20.0331 20.3716 19.4851 18.776 23.5245 19.5033 18.6131 18.5643 18.5373 18.0072 22.1802
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 3.073785392405322 3.9048232315577729 0.66665475971017707 1.8618223311409718 0.72755686970153477 1.7063927532316903 0.29810686548368953 0.3475617514026495 -0.67847817238530383 1.3633726830512116 -0.62061551371277346 -0.66907650027014964 1.0454229551509682 1.3204840876176156 -2.0693824626078556 -0.55326332990463356 2.3417410381969046 1.1531745555288282 0.40371806048386877 1.8798048064557757 0.97766024042254773 0.78457125397875782 -0.72348834783181692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 7 6 16 8 9 13 22 12 21 14 18 -16 -6 -18 -2 20 26 -8 -11 24 -24 -12 -7 -20 -15 -30
right_child=1 2 -4 -5 5 19 11 -9 -10 10 25 -13 -14 28 15 -17 17 -19 27 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=4.290872939126395e-05 5.1413784833948452e-05 -6.9746835472189755e-05 0.00044765667038384197 1.7445272737357936e-05 -3.2407661565286212e-05 -9.1768737349595491e-05 -7.2710136308781428e-05 0.00019558703139343169 0.00030809675859400646 -0.00010317810135245649 0.00026611335805580219 -0.00010690514118283607 0.00063255127070395271 -7.9264094388211066e-05 4.3529595436886911e-06 -0.00014464074860986965 0.00073562671585212375 9.5344778331664663e-05 -2.2595638662137522e-05 -0.00020611586963650974 7.091671010887384e-05 0.00022976182943095904 5.2808124453947798e-05 -0.00025588430831992878 -0.00017005568832155975 -0.00010359014850993791 0.00029748800053383003 -0.00015998097861656094 -9.7941415714472716e-06 -0.00026695958909005017
leaf_count=29559 20244 17071 426 79934 12070 13294 1331 2097 859 9345 3103 1270 508 34091 8755 21365 297 894 40876 3109 8562 5607 19958 1860 2181 804 698 7187 4270 10306
internal_value=0 -0.0169019 0.00654522 0.00415137 -0.028409 0.0119181 0.0776038 -0.0400372 -0.043475 -0.0458404 0.00408717 0.170584 0.217168 -0.0622794 -0.0409097 -0.0995917 0.00245759 0.268632 -0.0149156 -0.0447633 -0.0188831 0.180717 -0.0199898 0.01382 0.0321718 0.195944 -0.0740911 -0.0442173 -0.10864 -0.200869
internal_count=361931 332372 97431 97005 234941 47640 21977 187301 185204 184345 37251 8716 7446 147094 98427 30120 13261 1191 68307 25663 22554 6938 33344 23999 22139 3907 13992 48063 48667 14576
shrinkage=0.000980392


Tree=4798
num_leaves=31
num_cat=0
split_feature=561 1312 212 1458 1458 1466 1466 1450 1452 1464 1464 1450 1467 1465 1450 1469 740 986 1246 1112 1461 794 1470 1465 674 216 1450 1200 1236 1468
split_gain=9.28062 15.0359 15.3619 16.883 23.8829 36.8998 34.1701 30.3556 33.5557 29.0926 27.0671 22.8827 25.4248 20.2636 24.8167 20.5194 20.132 19.5177 17.9979 17.8595 17.319 17.233 17.4016 19.6751 22.2481 17.0623 18.9405 21.3203 16.8387 21.1269
threshold=0.3443152153175571 0.35015719381843119 -1.1223143554656645 0.20667703603638712 0.42677075279080889 -0.12199161807307153 0.027833238287945889 -0.48019420566728716 -0.58911782507014421 1.4925201905101055 0.62857067858593341 -0.49556609814693381 -0.34309057745192645 0.076119011803417527 2.3143753708859189 -0.016280325351207395 5.5991564382366468 -0.65560111180736469 -0.83142060132041828 -1.116709733651271 1.2257192582534573 2.2041218380651819 1.3773689826727109 -0.56311572637093465 1.0000000180025095e-35 0.78099741929233446 1.4313046434165499 0.40100045529383466 -0.66443602000037905 1.5815342945870006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 16 5 10 -7 11 -9 18 13 12 -8 15 19 20 28 -14 -10 -15 -5 22 -6 24 -24 26 27 -12 29 -4
right_child=-2 -3 3 4 21 6 7 8 9 -11 25 -13 17 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029561486704042031 -0.0011203457212969313 -0.0014496919328748875 -0.00061365488369552587 0.02325892576474016 0.0012885118982859194 -0.029247331658190018 -0.029355899871739491 0.027288987584328989 0.022967157135089879 0.027573967311203863 -0.013966008667751696 -0.054178198927351817 0.029904765940388364 -0.0094093581373416203 -0.043793756814215122 0.0022396223156123645 -0.051795298900004963 -0.0049408168510987954 -0.012205379418095946 0.033738514283229146 -0.011114138911995707 0.011978872460321775 -0.018527461832062556 -0.031263547721116801 0.027963005696768045 -0.038670452988115264 0.046888810324938447 0.024653410019600711 0.0015577940752862093 -0.010869612660251387
leaf_count=16924 108576 62232 56745 1668 33008 583 447 907 215 366 652 143 226 161 69 1692 110 795 1224 1229 204 1705 307 468 205 174 100 231 67632 2933
internal_value=0 0.00479887 0.014475 0.0203138 0.0562536 0.147954 0.000151163 0.0615197 0.205625 0.0236055 0.262494 -0.183051 -0.103477 0.332617 0.543663 0.236986 0.00613044 0.0756919 -0.1325 0.599502 0.391507 0.0284642 0.0171149 -0.277442 0.0128807 -0.0518346 0.0537353 -0.0559131 0.00694397 -0.0223641
internal_count=361931 253355 191123 174199 46779 11086 4906 4323 2712 1805 6180 1611 1468 5023 1459 3564 127420 1021 1439 1390 1872 35693 33988 980 512 1157 983 883 127310 59678
shrinkage=0.05


Tree=4799
num_leaves=31
num_cat=0
split_feature=785 728 11 771 1351 1396 1046 154 139 836 699 1107 146 148 633 359 704 276 1106 1452 283 1466 705 420 1122 495 991 1093 1004 770
split_gain=9.06355 10.5923 10.4642 10.4018 14.8315 12.2555 12.0689 13.0358 11.8055 17.0824 17.9193 16.5498 15.68 15.094 14.5501 14.1744 15.1406 13.5413 13.4775 13.2453 18.5088 16.7541 15.2929 15.5608 17.1909 15.4386 15.4705 14.7525 17.8175 13.3747
threshold=-0.86283290253235112 -0.90320472132347296 -1.4887829669623822 1.4820751525130569 0.50562681004378673 2.7083443205788176 2.0758783179787326 2.9100998747290268 1.7958133547178743 0.29045876708908785 -1.5023678148400996 -1.7629739850303785 1.5118979732337776 0.61728966793867901 -0.6801782341136634 -0.92990076595919868 -0.3678909302711702 -0.35447024160218971 -1.7913019803604022 -0.024458085872645061 -1.2547311826908822 1.601938008688464 -1.0629061485923919 1.4893295372522699 -0.35890254663094856 2.7363582176563894 -0.46586572556189004 3.3159053053467531 -1.0000000180025095e-35 1.4426058863953171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 6 7 -5 -2 11 13 14 19 -11 -10 16 -14 18 -16 21 -21 27 23 24 -22 -24 -27 29 -29 -13
right_child=3 2 -4 4 -6 -7 -8 -9 9 10 -12 12 15 -15 17 -17 -18 -19 -20 20 22 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0048223682206828284 -4.1155027218673016e-05 -0.0087725249090702933 0.0029047450299345243 -0.0025214257353858766 -0.024981747326107681 -0.04318279751034601 -0.033979565086521599 0.042317497023423675 -0.0058608038301932834 0.00054145562390524164 -0.0096000886058114181 -0.0049340566520283853 -0.070537985394031319 0.071179830299540212 0.03064849735296369 -0.049347364039662264 0.057295376076646448 0.01179180609021315 0.11950358598889235 -0.023139793609705851 0.047956644503516305 -0.031437403412773617 0.0024068820735619269 -0.043770158968308277 0.0083031970000388682 -0.035437308314762987 0.10550402656490213 -0.056868625179186616 0.13446500489016619 0.01333998453773318
leaf_count=3254 304740 1011 25294 6845 616 133 189 85 193 124 6433 6633 23 66 52 174 43 116 54 402 317 381 3499 56 360 24 32 20 20 742
internal_value=0 0.0352616 0.0491805 -0.00628913 -0.094526 -0.0664853 -0.0538954 -0.0378499 -0.00423655 -0.0658556 -0.168817 -0.00953867 -0.0248758 0.573167 0.557085 -0.636051 0.348037 0.987024 1.57521 -0.0110393 0.0971571 -0.0785568 0.144601 0.470938 0.569419 0.0716387 1.32314 -0.0512816 1.54039 -0.059995
internal_count=361931 29559 26305 332372 7868 7252 7119 6930 324504 19764 6623 13141 12726 190 415 240 66 222 106 12486 4690 7796 4288 733 677 3555 56 7415 40 7375
shrinkage=0.05


Tree=4800
num_leaves=31
num_cat=0
split_feature=728 1020 659 705 908 497 1049 1104 556 493 1458 1452 679 639 909 1466 224 848 1387 13 704 1442 785 803 989 992 921 291 421 497
split_gain=16.3777 18.6796 15.4526 16.7167 22.3549 19.7533 16.8791 16.6354 19.3805 18.2403 16.1992 16.4052 19.1349 17.7918 16.4126 16.2422 19.3706 20.0386 18.3706 16.2386 16.0889 15.9754 21.1364 18.3395 19.8512 18.3918 18.5455 17.8074 20.9156 17.3098
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.62821384419828064 0.89008618839080589 -1.5061803231157327 2.4192885550665473 1.261689008203277 -0.35912262658349597 1.3560380072848763 1.1746829258785259 0.19231234285114293 0.52142301186363793 1.0000000180025095e-35 0.010567386264870462 2.8044096709002506 -0.32531207622868435 1.1067727889813797 -0.67085833950625362 0.81754036104253791 0.61338043140571596 -0.89960694550079612 -1.2625182715263061 2.9970139449733542 1.9682860324222273 1.0000000180025095e-35 0.6146227839635201 1.0000000180025095e-35 -0.23422391277724583 -0.18830727550719856 -0.68781580769708972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 21 20 8 9 10 11 15 14 -14 -13 16 -1 18 -18 -19 -7 -6 23 25 -25 -23 -27 28 -26 -28
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 -12 12 13 -15 -16 -17 17 19 -20 -21 -22 22 -24 24 27 26 29 -29 -30 -31
leaf_value=4.2874182866577586e-06 -7.806515177289554e-05 -9.9587055928966936e-06 -4.0880104709070924e-05 -0.00018523985207267546 -6.6559469396374198e-05 -0.00037676783551534069 -0.0001032099573972244 1.3501613856114897e-05 -0.00016896337427599757 8.6560250895014438e-05 2.4120506534782403e-05 7.2301581561746105e-05 -5.8473055348070237e-05 -0.00081701480303746944 0.00096599690915847008 -0.00014400539258853948 -0.00014034242328610707 -0.0002795694242859213 0.00095906953712037335 -0.00093779130182696489 0.00037712834962248478 1.0660756321476001e-05 0.00031894086229792889 0.0003717459968317127 -8.7116833641411623e-05 4.1568508109409147e-05 -3.8853355232762255e-05 -0.00026116782277658875 0.00095966176641023389 0.00035588539284037748
leaf_count=10805 47529 61561 41024 2976 7561 148 529 95151 6363 7356 13835 4935 529 325 84 14647 330 1027 95 321 1919 31572 1359 1488 201 4643 769 564 132 2153
internal_value=0 -0.0368189 -0.000123619 0.00772647 0.0412142 0.0501686 0.238172 -0.00480713 -0.035703 -0.0226701 -0.0392155 -0.0685732 0.042686 -0.307191 0.093188 -0.0934722 -0.0306319 -0.279525 0.172509 -0.441231 0.330819 0.0401052 0.0550319 0.0460504 0.228073 0.0340941 0.134262 -0.0248518 0.354666 0.26993
internal_count=361931 109090 252841 211817 56014 53038 2596 155803 60652 54289 46933 33098 5873 854 5019 27225 12578 1773 425 1348 2067 50442 42881 41522 2385 39137 7565 897 333 2922
shrinkage=0.000980392


Tree=4801
num_leaves=31
num_cat=0
split_feature=785 728 784 657 922 864 720 145 350 718 833 1246 434 559 846 647 590 290 1050 20 491 969 1390 351 1191 1314 64 1362 570 1421
split_gain=20.9871 18.3052 19.1046 18.4841 17.1567 18.0059 17.8711 17.1181 16.9842 18.8138 23.8427 22.281 22.1253 18.6755 16.9507 16.774 35.7791 16.675 16.5314 16.5061 16.3883 17.6626 16.513 16.2085 16.0497 21.9751 15.8539 15.7987 15.7751 16.3174
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 0.8808338060330112 0.72275257928592751 1.0000000180025095e-35 1.2145026272206347 -0.54100357354515338 1.7690287660176487 1.5919315457291203 -0.74029609857671408 -1.1991617827164551 0.37529151969682834 0.92759726108368712 -0.87782724458594241 0.58895901036483078 1.1551494272064851 -0.65319606080204651 -0.85260503279661171 0.28737612900984566 0.16900592939467912 -1.2431455610252822 2.0347385979342092 -0.43999939705801333 -0.14725679315555426 0.58408534944085788 1.0087403405179345 -0.4998781572545779 1.0107116206971127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 27 4 8 6 -6 -7 -4 10 11 20 19 -11 -8 16 23 -16 -14 -13 21 22 -10 -3 25 -12 -5 -2 29 -17
right_child=1 15 3 26 5 7 14 -9 9 13 24 12 18 -15 17 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.3698224376103052e-05 -1.0219250855118912e-05 -2.1556497830219372e-05 -5.890046492749892e-05 -0.00010288287270719444 -5.5456522050840869e-05 -2.454429106986879e-05 0.00024781957640043235 -0.00082288205235916533 -0.00099863825260760567 0.00024403549252092972 -0.00066301894743777279 0.001663525121515883 -0.0002616556651384896 -5.9651226804904226e-05 -0.0002498798575531994 4.0724145068655703e-06 0.00034959562399862292 0.00074260338454711398 -3.1989261161122379e-05 0.00018272335473933587 0.00030092076414049127 -0.00020672063664488853 0.00025176097081431887 -0.00093115088685231007 0.00044428049308144462 0.00032983114294457777 -0.00073205277851378563 -7.3415877782470192e-05 -8.2760183733693204e-05 -0.00021137103639457233
leaf_count=29559 161270 4669 10138 1706 1445 1071 5721 157 68 3512 190 49 2070 1319 620 29264 1384 85 9033 103 1444 956 1074 152 894 250 241 29021 61493 2973
internal_value=0 -0.0182681 -0.00805812 0.034282 0.0448054 0.127526 0.166538 -0.113201 0.0193489 0.053671 0.0168978 -0.00919299 -0.0586634 0.171275 0.215088 -0.0491344 0.0709638 -0.116837 -0.0700992 0.792879 0.139569 0.00997401 0.197802 -0.0454264 0.292643 -0.0563792 -0.17078 -0.0183959 -0.0588082 -0.0127023
internal_count=361931 332372 232437 42146 40199 9099 7871 1228 31100 20962 16131 14797 11255 4831 6426 99935 6205 705 11103 152 3542 2098 1142 4821 1334 440 1947 190291 93730 32237
shrinkage=0.000980392


Tree=4802
num_leaves=31
num_cat=0
split_feature=652 1368 1359 560 701 0 393 143 748 1017 641 280 1120 1380 980 758 651 552 770 508 773 845 909 18 213 760 831 892 557 216
split_gain=9.21548 12.8097 13.6077 16.2387 15.01 14.5852 14.5822 15.3412 15.017 15.874 15.5017 14.7814 14.3385 19.138 14.5146 13.5987 26.321 25.0075 24.1736 20.1603 21.3756 19.551 22.5596 19.2946 19.1864 19.5248 18.2962 17.6299 24.7364 19.4126
threshold=-0.98896428961744431 1.0000000180025095e-35 1.8113258030550952 0.9916469008219172 -0.71658881675800867 -1.2096931440375838 1.9306075413196593 2.1079113614773388 1.0000000180025095e-35 1.9834070577257195 0.48128341743958875 1.5628009449812523 1.0731959449930433 -0.45686432128956195 -0.65666953416418072 1.7946960378661232 1.1107569744011787 3.3057299501607855 1.8012581120985323 0.93928964529742032 1.1880435139967069 -0.63685020017592597 2.2320253790698321 -0.9465052730382878 1.6434380905997623 0.8775302288539244 2.144474219493925 0.59794297480505565 1.7390232174965472 0.36369593516582893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 6 4 5 -4 -3 8 10 -10 12 -12 -8 -14 -15 27 17 18 19 21 -21 23 24 -17 25 -23 -18 28 29 -2
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 11 -13 13 14 -16 16 26 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013732458930459769 0.0003001336127630268 0.001041364477690109 -0.02856387651776468 -0.019573114008636965 -0.0058043816366817437 0.014632545866959499 -0.0085178135333187251 -0.034493238444163708 -0.016994573474460269 0.090083921999780645 0.013402389016712479 -0.052317621323109145 -0.026549962916407561 -0.025690445969679239 0.049754129869555144 0.016079550226556036 -0.0088790105824362465 0.037035305624249101 -0.013647167014164054 0.012421695822262772 -0.0088012086956811286 0.0014811744374069319 0.023784342031999792 -0.0055056703475045085 -0.014703932445686184 0.01310359992047468 0.022923132165005175 -0.0050826676600117474 -0.0077249732273181292 -0.0031343935661974618
leaf_count=45881 87406 115182 183 926 4204 1016 2399 265 1476 25 1213 72 108 57 162 593 4378 235 1411 4070 721 10146 650 6861 957 2930 224 23035 8010 37135
internal_value=0 -0.00751831 0.0101382 -0.10032 -0.0479288 0.196153 0.0153974 -0.104709 -0.0776009 -0.305654 -0.00635965 0.21451 -0.106013 0.353151 0.716026 -0.0208339 0.0225441 0.0499494 0.0427414 0.0581465 0.187326 0.025218 0.0779087 -0.0730282 0.0548384 0.078504 -0.141273 -0.0309269 -0.0210344 -0.0126501
internal_count=361931 316050 127288 6329 5403 1199 120959 5777 5512 1501 4011 1285 2726 327 219 188762 33176 28574 28339 26928 4791 22137 14683 7454 14033 13076 4602 155586 132551 124541
shrinkage=0.05


Tree=4803
num_leaves=31
num_cat=0
split_feature=785 519 728 941 678 634 561 1449 1468 496 650 1467 1469 1464 1468 1458 1449 1458 47 209 1458 705 1463 844 695 1050 1456 146 65 183
split_gain=15.7414 13.6389 18.9218 20.6206 20.1348 20.1184 22.381 20.6902 26.0069 23.6051 19.4119 18.8229 21.1651 33.7112 23.7732 25.7522 21.3807 20.8295 20.4281 20.4196 20.0323 23.1756 19.5386 21.3937 18.8444 18.8192 18.7485 20.4151 19.8412 23.3482
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 4.1807005710369394 0.34708990927187483 -1.328187176110053 -1.097318156174292 0.6853839265082079 2.213655904251008 -1.5425561966277996 1.6923072129381651 0.23932947083138087 1.2819698793347565 -0.40927058611327966 0.056726595000534973 -0.54909029163641709 -0.47069643299368885 -0.49418544158058714 1.3600231693380471 1.2470654765739884 -0.29910864056081804 1.0228554042822078 -0.30638895574665109 0.64356468675016487 1.715484531564538 -0.46283467330920031 2.0994270724704638 -0.40409075569563541 -0.39289434837986426 2.1048725497348464
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 -4 6 -6 11 9 -9 -2 19 14 -14 15 -13 20 22 -16 24 21 -17 -15 -24 -7 -18 27 -27 29 -29
right_child=1 -3 3 -5 5 7 -8 8 -10 -11 -12 12 13 17 18 16 25 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-3.9300495196843834e-06 -4.0362408707415104e-05 -6.443716891297363e-06 -8.9294283078161446e-05 0.00029442181893726442 0.00016216286223446605 -5.0295814927802233e-05 -0.00035752186531406597 -0.00070496471174991951 -0.00036910035854808291 7.6524077765742062e-05 9.1354615799874831e-05 -0.00023113703259854473 -0.00025703710770105917 0.00097996784822038715 8.0047970397503565e-05 -4.9488007317212636e-05 -0.0001783735436972778 5.3902936676140662e-05 0.00061124302761916089 -0.00021351868008285749 -0.0002447213755409416 0.0008708681000202189 0.00061914536295768299 -0.00059062631814296533 -0.00023887567500855436 0.00042927232507070545 -0.00043079891780218357 0.0001534260321575449 -0.00019275551737522349 0.0012280723536395978
leaf_count=29559 52958 21518 168277 738 664 41842 3099 287 721 11385 6225 3587 540 328 3207 561 1121 440 348 4894 2362 152 232 127 2950 1211 261 1399 859 79
internal_value=0 -0.0587626 -0.0632291 -0.0728873 -0.0741848 -0.0461014 -0.249975 -0.0399106 0.0417122 0.0657569 -0.0268798 -0.056296 0.00870772 0.249091 -0.0178916 -0.0682752 -0.000266025 0.449028 0.140427 -0.0787712 -0.148759 0.179605 0.671996 0.278038 -0.0634287 0.089281 0.158457 0.197694 0.0843527 0.222949
internal_count=361931 332372 310854 251671 250933 82656 3763 78893 12393 11672 59183 66500 16814 1667 15147 11592 8005 1127 3555 49686 3075 713 687 359 44792 4930 3809 3548 2337 1478
shrinkage=0.000980392


Tree=4804
num_leaves=31
num_cat=0
split_feature=50 56 10 195 568 69 144 144 92 1463 1053 1245 905 23 154 1051 1382 78 903 989 82 282 68 774 1043 636 155 10 905 418
split_gain=9.2192 15.9733 13.2094 19.1192 15.9348 14.5868 13.8476 17.0601 14.0095 14.6222 16.7706 14.5623 17.4266 14.1703 17.0842 18.1226 18.5115 19.0365 16.5847 16.5753 16.8429 15.6751 14.8885 14.7284 14.6633 14.9925 14.5717 16.4464 15.1996 14.0388
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.4300579965213711 3.4643624210569857 1.9976932840738753 -0.59613880634257377 -0.33957554213571883 -0.92552235238965386 0.68037530202104535 1.1980566001670445 1.1451860728157619 0.65880270032183297 0.61216828849246585 -0.3426199867427428 0.18743914520302279 -1.4778080162987901 2.5861583976779556 -0.43287215390846695 -0.5141904086133261 -0.86160277807608832 0.63471564263709068 0.17069617868529693 0.38820441816225598 1.6833186694224131 1.4954872843060254 1.146266747842025 1.2068157883743622 1.2013086870626908 -0.61318313830640725 0.014903482035159827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 7 -1 13 11 -11 -10 -13 14 21 18 17 -17 -16 -19 22 24 26 -24 -8 -26 27 -21 -28 -14
right_child=-2 -3 3 -5 5 -7 8 -9 9 10 -12 12 29 -15 15 16 -18 19 -20 20 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0067073999945553757 0.00032131238063273727 9.8551856947171964e-06 0.0031253138076801873 0.070934863169810111 0.027309109788663584 -0.035995743744036038 0.0051566325923349133 0.00090328570231436452 -0.023014630467734162 0.0013098795935756501 0.095053111576635152 -0.012698103319571061 0.071042269468627045 -0.0074545211459429777 -0.032738879246687197 -0.020316064889513374 0.049353221452393681 0.030488606887668024 0.078171487317578461 0.00047089944605712135 -0.025199322295698757 -0.0054331652636889693 -0.022290153876471361 0.060909543400032497 0.042123260008898412 -0.03298213056872127 -0.059051620023084034 0.086344216562211917 0.07521793785869331 -0.011992114586900889
leaf_count=11138 197382 90457 7434 46 90 358 4704 20721 2643 243 38 490 73 16789 72 2029 91 230 83 1698 722 2987 824 41 278 51 40 34 86 59
internal_value=0 -0.0181834 -0.0522186 0.0473406 0.0353219 -0.474427 -0.0670369 -0.0230767 -0.107454 -0.286897 0.313431 -0.348879 0.0180646 -0.088227 -0.0247449 -0.140869 -0.164169 -0.1863 0.906299 -0.0649294 -0.118402 0.0572105 -0.0157893 -0.348092 0.147006 0.636508 0.117469 0.0531529 1.06155 0.790249
internal_count=361931 164549 74092 7928 7882 448 66164 31859 34305 3546 281 3265 622 30759 13970 5950 5795 5704 155 3675 3445 8020 2723 865 5033 329 1858 1732 126 132
shrinkage=0.05


Tree=4805
num_leaves=31
num_cat=0
split_feature=890 1443 969 17 567 1384 1038 638 271 926 294 280 183 1236 696 666 885 345 208 672 125 958 1456 1287 996 1053 577 911 1256 883
split_gain=9.09109 15.1381 16.1088 18.2955 17.3125 16.3454 16.0549 18.4281 17.6496 15.9747 15.9381 16.031 16.8749 15.8208 19.4781 16.8067 16.3755 16.1707 17.1314 15.8654 22.0649 21.4534 22.8586 25.4825 21.1562 18.6192 16.6449 17.3231 18.9094 16.4547
threshold=-1.0182342416987082 1.593744732512876 2.0675290140032927 1.8506817826267514 0.26778402343376395 1.2301167243469655 -0.68954890397114477 1.0438942381740051 1.8295593016215455 0.87156076383787762 -0.81848591865444076 -0.084511439184457263 1.0000000180025095e-35 0.46494720282425184 -0.40586093781021215 3.1569310267559065 -0.92873225317066288 3.0569899660042745 1.9697960743892471 -0.65546635319905777 1.5320262332576917 1.313041538630376 0.28881197010601911 3.6877396342778535 1.0565563832172893 0.22028003770572671 1.0000000180025095e-35 0.56857784327503591 1.880214369755121 2.1965607849487467
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 5 4 9 6 -3 10 -9 -4 -8 12 -12 19 17 -16 -17 18 -15 21 -21 24 23 -23 29 -24 27 -26 -29 -2
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 11 -13 -14 14 15 16 -18 -19 -20 20 -22 22 25 -25 26 -27 -28 28 -30 -31
leaf_value=-0.001304717427921095 -0.00066891852536260336 -0.0083695611874331326 -0.0038747039389957928 -0.057621084558401162 0.03472528169105929 -0.011381146989194665 -0.0098916561712393165 -0.0073348994450613547 -0.048827692205325415 0.035397363315885749 0.011979221667245375 -0.0012944012941618578 -0.0025050294699170308 0.0080199365174383856 -0.00033302881861811706 -0.035384624235385118 0.040189712012166777 0.073187723218796047 -0.018593626541873475 0.00045014844952475757 0.0057439100978399337 0.0019446973737932299 0.024364328391878638 -0.086422027484266639 -0.006873880150109023 -0.0018644797138949562 -0.011300720063998831 0.0042100472402610235 0.049279949762050586 -0.011048272187221096
leaf_count=96477 60264 5885 720 63 318 4217 1617 2380 215 165 3667 6608 1544 8347 11312 37 190 46 402 128718 9642 6578 1071 40 2723 519 4550 1240 102 2274
internal_value=0 0.00297974 -0.053866 0.200981 0.258643 -0.0686365 -0.0432199 -0.00614537 -0.203395 0.0819994 0.0286419 0.0594677 0.152932 0.00836211 0.0686648 0.00690403 0.561737 0.148133 0.141051 0.00255737 0.0178945 -0.0225332 0.0871839 0.0275671 -0.0350347 0.326844 -0.135776 -0.0341548 0.162235 -0.0200781
internal_count=361931 265454 27399 1266 1203 26133 21916 16031 2595 885 13436 11819 5211 238055 20334 11539 227 8795 8749 217721 138360 79361 8208 6618 71153 1590 8615 4065 1342 62538
shrinkage=0.05


Tree=4806
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 922 864 720 384 350 718 833 1246 434 559 570 20 846 290 491 969 1390 351 1191 1314 1050 1177 1421 82
split_gain=15.4691 14.0208 17.3074 17.8637 17.1436 37.3355 16.6927 18.1837 18.7833 17.0854 16.7475 17.4896 23.4469 21.9679 21.865 18.4965 16.4728 16.4616 16.4024 16.6283 16.2914 17.5246 16.4807 16.1421 16.0134 21.6918 15.9871 15.7453 15.7233 16.9854
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.8808338060330112 0.72275257928592751 1.0000000180025095e-35 -0.7284015983301716 -0.54100357354515338 1.7690287660176487 1.5919315457291203 -0.74029609857671408 -1.1991617827164551 0.37529151969682834 -0.4998781572545779 -0.85260503279661171 0.92759726108368712 1.1551494272064851 0.28737612900984566 0.16900592939467912 -1.2431455610252822 2.0347385979342092 -0.43999939705801333 -0.14725679315555426 -0.65319606080204651 -0.80577776936292356 1.0107116206971127 1.1252722468158061
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 23 10 8 -8 -9 -4 12 13 20 17 -13 28 -15 -10 -20 21 22 -12 -3 25 -14 -16 -7 29 -6
right_child=1 4 3 -5 16 27 7 9 18 -11 11 15 24 14 26 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.0416364058559836e-05 -1.3546746005667704e-05 -1.3894013503210022e-05 -5.6318595873348736e-05 -0.00016247424372078204 3.738348800252968e-05 -0.00010340106308051468 -5.9979705788461857e-05 -0.00056725569989012254 0.00024989381357351672 2.3751295660355339e-05 -0.00099992647708749684 0.00024194808589725464 -0.00065928632249726428 0.0016617895091699346 -0.00025541177107370406 -6.0843891939258237e-05 -7.4627589372151752e-05 0.00018179741552214074 -0.00024316269906883071 0.00075041384274929625 0.00030341775061340238 -0.00020361584348779131 0.00025422305285272028 -0.00092576872730881072 0.00044584348099273595 0.000329037395155812 -2.8880807154293931e-05 0.00047064390402696106 -0.00019890693597363697 -0.00014459530642353555
leaf_count=29559 190291 4669 10138 1947 25466 264 1445 282 5721 946 68 3512 190 49 2070 1319 61493 103 620 85 1444 956 1074 152 894 250 9033 1120 2973 3798
internal_value=0 -0.0128981 -0.00394992 0.0364366 -0.0400296 0.0817512 0.0467988 0.128564 0.167845 -0.113903 0.0216309 0.0557767 0.0202351 -0.0057075 -0.0549427 0.169371 -0.049858 0.792429 0.217762 -0.109713 0.142324 0.0127734 0.20033 -0.0376103 0.294148 -0.0551081 -0.0663508 0.37418 -0.00253112 0.0140609
internal_count=361931 332372 232437 42146 99935 6205 40199 9099 7871 1228 31100 20962 16131 14797 11255 4831 93730 152 6426 705 3542 2098 1142 4821 1334 440 11103 1384 32237 29264
shrinkage=0.000980392


Tree=4807
num_leaves=31
num_cat=0
split_feature=785 727 728 784 657 922 710 864 145 350 647 590 718 833 1246 434 559 20 1050 796 1224 772 381 1466 983 672 491 969 1390 1191
split_gain=17.4029 13.6914 13.6384 17.8352 17.8477 16.9952 17.7391 18.1135 18.0485 17.0006 16.8969 35.9957 16.8363 23.1785 21.9601 21.8671 18.4898 16.3859 16.1661 16.157 16.3015 16.292 17.039 16.4483 17.9014 17.767 16.1158 17.5312 16.4413 15.9873
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 0.8808338060330112 0.76029184741838574 0.72275257928592751 1.2145026272206347 -0.54100357354515338 -0.87782724458594241 0.58895901036483078 1.7690287660176487 1.5919315457291203 -0.74029609857671408 -1.1991617827164551 0.37529151969682834 -0.85260503279661171 -0.65319606080204651 0.38087715954262297 1.9980862990756834 -0.28708682036526079 -0.32502189658861175 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 0.28737612900984566 0.16900592939467912 -1.2431455610252822 -0.43999939705801333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 9 7 -7 -9 -5 11 19 13 14 26 17 -14 -16 -17 20 -4 22 -21 -23 25 -25 27 28 -11 -15
right_child=2 -3 10 4 -6 6 -8 8 -10 12 -12 -13 16 29 15 18 -18 -19 -20 21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.2654368373992037e-05 -1.6691527198185552e-05 8.30726215144018e-05 -0.0001671716280821721 -5.9475074263135059e-05 -0.00016466571765590403 0.00020945318168819001 -8.0443699875574394e-05 -3.1792117932887017e-06 -0.00095761603304196044 -0.00099844828198287637 -5.128357899050302e-05 0.00035796775754276636 0.00023729748084049091 -5.6891545547770717e-05 0.0016572069358355842 -0.00025778787098248453 -6.5141152935461894e-05 0.0001817431083202318 -3.0217336837762292e-05 0.00097133226441758732 0.00079282689301008477 -0.00031512192738225548 0.000101040956904327 0.00082320487721944185 -0.00060219838272604809 -0.00080093602684665329 0.00030078478409418494 -0.00020448401504633378 0.00025308982571787701 0.0004421659490974777
leaf_count=12551 190291 17008 3226 10138 1947 6477 1654 852 116 68 93730 1384 3512 440 49 2070 1319 103 9033 235 157 540 276 229 100 58 1444 956 1074 894
internal_value=0 0.0415228 -0.0158387 -0.00702009 0.0339505 0.0443016 0.126757 0.171201 -0.0996015 0.0189283 -0.042566 0.0782385 0.0533138 0.0184599 -0.00732013 -0.0565114 0.164674 0.790179 -0.0679152 -0.0388683 -0.137498 0.176441 0.522314 -0.0206217 0.33848 0.609185 0.140607 0.011848 0.199277 0.290603
internal_count=361931 29559 332372 232437 42146 40199 9099 7445 968 31100 99935 6205 20962 16131 14797 11255 4831 152 11103 4821 3383 1438 511 927 387 287 3542 2098 1142 1334
shrinkage=0.000980392


Tree=4808
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 333 689 264 290 209 1388 678 699 1028 21 650 1240 518 1047 567 208 514 496 1218 645 973 416 1118 1004 357
split_gain=14.6075 13.6949 19.852 21.8506 35.8491 35.0201 22.0721 20.6876 21.1311 21.2353 23.5103 20.5372 20.4264 20.2812 20.014 19.7957 19.4491 18.7223 18.5351 20.2154 22.2834 20.1032 22.5626 20.0512 18.5262 19.1541 18.3929 18.2937 17.6912 18.7881
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.0308016862606064 -1.1110989058077336 1.0406688472030448 1.5512262255503753 1.3008348672688597 0.83979674417380989 1.0000000180025095e-35 -0.19513441470920356 0.85792094380938277 -1.6471741456694959 1.6923072129381651 1.0000000180025095e-35 1.0794040238867422 2.5256796091004148 1.6534791294988647 0.48022025737739765 1.9087852721677012 -0.95877527740024415 3.9048232315577729 1.0999280683389623 -0.3520936843062038 0.90571909922259353 1.5735514332708098 0.59444477453878863 2.4137253319016261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 6 11 -6 13 14 9 10 12 -5 -9 -4 -8 24 -7 26 19 23 21 22 -21 -16 25 -2 -17 -22 -20 -30
right_child=1 -3 3 4 5 16 7 8 -10 -11 -12 -13 -14 -15 18 17 -18 -19 28 20 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.7942863681003239e-05 3.4661120038314086e-05 3.765247297578929e-05 6.0340258488676151e-05 -0.00019310874585101061 0.00031100877263949583 0.00021701718189960639 0.00014851678307797203 -8.6322670784634982e-05 0.00019565763667309834 -0.00020676610057759339 0.00014433872307372225 5.4087334272133972e-05 5.2960943355710708e-05 -6.0426585910922238e-05 -7.1012322391179349e-05 2.1731262255616799e-05 -0.00054269996089038733 0.00041858734837648456 5.254823191271026e-07 -0.00032133404469782758 -0.00014963847171655189 0.00049227315295966901 0.00012095436619595856 0.00028893536648477236 0.00010020804514225288 -5.923298448272408e-05 0.00036735745126973421 -0.001247333841544028 0.00039454533653877747 -0.00091860557902259091
leaf_count=29559 20388 21518 24168 2881 3351 237 3431 11986 2207 2497 4580 4547 9978 10746 157741 4478 374 857 3678 908 1399 610 4499 653 7761 24809 890 111 1030 59
internal_value=0 -0.0139087 -0.0184391 -0.028409 0.0663315 0.229342 -0.0339009 -0.0439398 0.00878187 -0.00939521 0.00954772 -0.0292433 -0.0240332 0.0214873 -0.0556167 0.0190043 -0.239183 0.140875 -0.0591293 -0.0637302 0.0548959 0.112557 0.0669679 -0.0702242 0.00447837 -0.0144939 0.0859213 -0.228849 0.0897885 0.334273
internal_count=361931 332372 310854 251671 11390 3962 240281 205367 31248 29041 26544 7428 21964 34914 174119 59183 611 6225 170688 165921 7527 6017 5407 158394 52958 45197 5368 1510 4767 1089
shrinkage=0.000980392


Tree=4809
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 683 1013 691 1395 86 21 1454 615 1468 1470 1227 1098 1382 487 1321 968 967 1457 1189 493 346 915 1393 294 12 428 681
split_gain=9.25555 22.1758 16.0801 14.5187 21.6782 22.8158 18.6186 18.4878 18.4441 18.3027 20.3921 24.7023 24.9295 20.0751 18.073 20.0834 17.7913 17.6238 17.2896 17.7509 17.3501 17.2025 25.2858 18.9473 16.9605 16.9479 16.7084 16.4077 16.488 16.3296
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2555191570968998 0.16607639870926683 0.54050183860820311 2.512505597105847 -0.31800201922913723 0.63694123769026778 1.189441983669046 0.50933602050530713 -0.59108387774323179 1.3991069528470244 1.2551600099720808 3.8638360017633224 -0.65750918523183322 0.047064662205284567 0.08553330854137299 -1.3042131388503162 0.69171750771908214 -0.78058682210311603 1.8601767835506282 0.21123076530984999 0.93731063043439999 -1.0313502447697169 -0.94981823380602792 2.746318676207975 -0.93296500049690056 2.6411486675496727 -1.1227668901839423 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 8 -3 10 11 13 24 29 -9 17 -8 -16 20 -20 26 -17 23 -23 -13 -10 -11 28 -21 -5
right_child=-2 3 -4 9 6 -7 16 14 25 18 -12 12 -14 -15 15 21 -18 -19 19 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025693540206136647 0.00032889836338527607 -0.0023006823848706489 -0.003561829530351405 0.0026510298941167178 0.011794930981844573 -0.027345598893227803 0.005269537167157892 -0.019565286395199638 0.0086855003536631028 -0.038094713021475386 0.0056335060963987544 0.033721167682331778 0.040675271561821519 -0.02873311172818066 0.027540507985688745 0.012797849664507041 -0.011139632796939499 -0.015890346745838491 -0.01018003185118248 -0.041623450332786104 0.010732982091740942 0.044100921932193622 0.033305326283798946 -0.034402040026994513 -0.018668298434720197 0.080404720874436744 -0.0057152489691967533 -0.047988042053730889 0.015038559336258387 -0.0077826083655851115
leaf_count=5995 197825 19992 68693 21810 3105 878 2498 2186 1435 247 14691 72 90 274 171 1368 1831 2732 650 89 709 46 174 507 1577 35 7815 65 1565 2806
internal_value=0 -0.0180267 -0.0557926 0.00465275 -0.0363896 -0.0683797 0.0841234 -0.0576498 -0.0231744 0.0265209 0.0483546 0.0100527 -0.250796 0.0283055 -0.181039 -0.090479 -0.0198771 -0.255283 -0.0529109 0.110034 -0.0995427 0.0932141 -0.243718 -0.515712 -0.31983 0.214556 -0.130756 0.221823 0.259026 0.0351716
internal_count=361931 164106 74688 89418 36958 29524 7434 28646 21462 52460 41320 26629 1739 24890 7184 4998 4329 2903 11140 2369 8771 2095 727 553 1649 1470 8062 1719 1654 24616
shrinkage=0.05


Tree=4810
num_leaves=31
num_cat=0
split_feature=785 727 1217 1390 772 972 78 1109 703 632 899 624 696 910 358 1048 1023 216 155 346 773 1426 494 1030 768 265 1107 415 86 92
split_gain=9.14707 10.4973 10.6882 16.222 13.7681 12.6342 14.5847 15.083 12.5918 16.073 13.9991 13.1556 12.2332 12.0064 12.6226 15.4612 12.0116 11.7265 12.6562 10.9687 14.7413 13.8607 13.854 12.4351 14.9978 14.0589 12.3066 14.0971 13.3307 11.472
threshold=-0.86283290253235112 1.0000000180025095e-35 0.86386423179447369 -0.1275358656510287 -0.92703045953405072 0.68568091640885698 -0.66800136016990541 0.38115756290439168 -0.04411597655812937 0.054731673948153918 -0.21565839015469043 -0.28589189168027379 -0.16452952608658825 -0.0063059988060603358 0.24343632292433945 0.31527264786809955 1.0033664599103493 0.11822447391494328 0.052763626788363889 0.20873691638894534 1.8120319505667941 1.0000000180025095e-35 -0.19237354940651424 0.99422031274767553 -0.28740910281727977 3.3284279263669876 0.39113272156462581 1.4246655496292251 -1.1015890321195665 -0.84200871613705619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 5 -5 6 13 8 9 -8 -10 -12 -13 14 15 -4 -15 -7 -19 20 23 26 -22 25 -25 -3 27 -21 -28 -23
right_child=-2 2 3 4 -6 17 7 -9 10 -11 11 12 -14 16 -16 -17 -18 18 -20 21 22 29 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00065692687562464902 -0.00035704441633283777 0.007963271238793113 -0.016043108563713694 -0.041546400850271448 0.012663100536883921 0.032336213123159173 -0.025769341903239703 -0.0567402536677587 -0.079940375251622953 0.033173710474047047 0.036380134992171791 -0.081467903016446477 0.00040699244942253994 0.039181013575082892 0.027627470808495105 -0.11108659433436455 -0.050762246588414744 0.014414408521912614 -0.056877795958900482 -0.0043583653742274584 -0.0068405202434951174 -0.050601335050536482 -0.13430924711429479 0.0023930332622041171 -0.03817242719140955 -0.070040932407446008 -0.046655255371374244 0.025862364226979545 0.021487051032606733 -0.0072536342961648272
leaf_count=12551 332372 10602 87 74 722 140 148 189 65 106 42 49 51 135 56 32 22 76 55 1551 28 84 20 384 168 29 41 210 646 1196
internal_value=0 0.0346107 0.0726793 -0.0819405 0.165803 -0.248782 -0.373389 -0.574283 -0.352013 -0.0021932 -0.767235 -0.342539 -0.811061 0.0253911 -0.386445 -0.796757 0.503407 0.183547 -0.298953 0.0941927 0.130997 -0.0114657 -1.15404 0.13648 -0.191417 0.154686 0.0887505 -0.00993442 0.350244 -0.201265
internal_count=361931 29559 17008 2049 796 1253 982 650 461 254 207 142 100 332 175 119 157 271 131 14959 11231 3728 48 11183 552 10631 2448 1761 687 1280
shrinkage=0.05


Tree=4811
num_leaves=31
num_cat=0
split_feature=733 423 50 1358 1383 8 559 831 418 1452 1106 218 492 559 224 1256 910 737 1386 155 1244 1320 419 151 1304 206 699 429 1469 917
split_gain=9.11121 12.6882 14.671 16.3346 17.1536 21.8146 16.1073 18.2922 17.9119 15.7217 15.242 17.7501 17.2138 15.2316 15.2234 15.2159 16.6807 15.1507 14.9913 16.8294 21.4424 17.34 16.2631 15.6251 17.4045 14.8042 17.3342 20.7064 15.4322 15.1187
threshold=1.0000000180025095e-35 0.26303606961368176 0.55630078546380823 0.48172645892998917 -0.23664312354177366 -0.79931674838052802 0.18148936308859598 -1.8550223100115695 1.9512938288967627 -0.42242018959202166 0.43906768997778806 0.28140107862383162 -0.02684849199197618 -0.76329615037653664 2.3439827011128922 -0.056757255610978573 0.22512833896635107 2.4071200156643102 -0.45208144085593988 -1.1281269571600991 1.3597589486598827 0.85793149032144511 -1.1858188841032593 0.50130309359684699 0.86938636594157181 0.65335658713466238 0.59162642796216924 -1.6804064829187502 1.053792570632375 0.97852058567079891
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 17 -6 8 -8 -5 18 12 -12 14 -11 -9 16 -13 -3 -4 20 21 23 -23 24 -20 26 -21 -28 -27 -30
right_child=-2 2 9 6 5 -7 7 10 -10 13 11 15 -14 -15 -16 -17 -18 -19 19 25 -22 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=0.0006040471715276453 -0.0015406985775986157 -0.0055301899538723227 -0.00087565989012375117 0.0051411554991085363 -0.008553554912305264 0.00022991451684750545 0.063455096067415256 -0.0036563721435187522 -0.011244872418806791 0.0051668457843177147 0.015136426341262067 -0.019110724095703246 -0.018569951098263499 -0.003704382146831739 0.060865343587554258 -0.030342222299382132 0.033567049115486573 -0.052219958053840068 0.021113692356240995 0.004977968642230381 -0.045988979560626142 0.0037942013297229435 0.10831382550206579 0.050431132841603027 -0.058076638139264496 -0.01125053568408335 -0.040930018490059478 0.024692638353926218 0.008540384872562019 0.085473513398914638
leaf_count=197528 71767 24117 3354 10448 6103 23849 81 2241 1198 3171 1026 211 2333 8505 75 332 146 118 158 2574 52 30 51 131 52 885 83 1066 207 39
internal_value=0 0.00205397 -0.0217432 -0.0399986 -0.0619398 -0.0246884 0.0241407 -0.0862398 0.073464 0.0292395 -0.10101 0.0940444 -0.187463 -0.0238172 -0.0380338 -0.212374 0.130624 -0.115184 0.100536 0.172151 0.563104 0.70753 1.57593 0.488667 0.0762711 0.133148 0.199305 0.423845 -0.0898268 0.407303
internal_count=361931 290164 92636 72278 54187 29952 18091 6445 11646 20358 6364 1715 4649 11676 2316 689 357 24235 8682 5328 474 422 81 341 210 4854 3723 1149 1131 246
shrinkage=0.05


Tree=4812
num_leaves=31
num_cat=0
split_feature=639 513 907 1220 1245 693 1245 158 1188 553 779 200 770 1160 806 1462 1179 78 444 1163 1453 290 1239 1392 412 277 1465 1313 354 223
split_gain=9.01551 11.2898 15.8042 13.5462 13.5161 14.0845 16.2331 19.1668 13.6392 15.8487 13.0643 12.739 12.3925 12.3236 11.8567 11.6272 16.8017 11.4807 11.9751 15.8098 18.275 13.4746 12.6004 16.1281 11.2718 12.5939 11.1951 11.0722 10.8788 10.8151
threshold=3.103512251845403 2.0831197595613671 1.2914394193961922 1.0000000180025095e-35 0.60262181348214117 1.3692659416331203 1.0962110335737203 -0.73661853853361647 -1.7326369535418704 1.4261354520870515 0.56538112782923355 0.54528507942352966 2.0811818004522613 2.6759592599045541 1.0000000180025095e-35 1.8461117166573322 -0.24785118282968718 -1.3085257496407203 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.29428863080598877 1.0000000180025095e-35 -0.50431101434500636 0.80155718986521773 -0.074747993267250248 -0.18716816703918085 -1.1138902072519845 -0.42559646614593855 -0.55274380678355861
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 8 12 -7 -8 9 11 -3 29 14 15 -6 -10 -17 -4 22 20 21 -20 23 -19 -16 -26 -14 -24 -21 -2
right_child=1 3 17 -5 5 6 7 -9 13 -11 -12 -13 26 -15 24 16 -18 18 19 28 -22 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-8.3144470303820765e-05 -0.023574649706314819 -0.033279003736042867 0.068353078158833333 0.034242765199470164 -0.025057692421759498 0.074972650096004276 0.073537296394602866 -0.064001130788248733 -0.020175560674318693 0.12123113983998493 0.044624595153977438 -0.040816189327134191 0.10657839699217449 0.048445511578666313 -0.0031649203691529386 -0.051754374987098999 0.037988490140535958 -0.036378400928826903 0.07173409780207865 0.034792587253096433 0.13972392587067506 -0.038314076442150291 0.080824325645946743 0.041313265884931449 0.079634639512163138 -0.028050895625077538 -0.02214668197364264 -0.045188660788875422 -0.042036430027992094 0.064364198244552792
leaf_count=355807 52 135 41 203 397 64 20 48 3420 24 40 88 22 30 490 61 111 140 43 63 26 34 20 134 39 24 20 196 79 60
internal_value=0 -0.109355 -0.145098 0.291914 -0.203268 0.0357229 0.753831 -0.170069 -0.293622 0.382752 -0.24355 0.105317 -0.0784947 -0.338019 -0.144291 -0.360142 0.279516 0.230796 0.126484 0.576687 1.27125 0.566862 -0.173335 0.270306 0.091573 0.949746 1.19279 -0.706682 -0.0651438 0.666493
internal_count=361931 6124 5746 378 4970 1124 132 68 3846 224 175 200 992 3622 950 3592 172 776 735 245 103 77 490 274 553 63 42 216 142 112
shrinkage=0.05


Tree=4813
num_leaves=31
num_cat=0
split_feature=253 1465 1467 1450 1452 332 1363 1457 1169 558 1365 984 470 533 428 217 506 1191 978 1049 110 1039 1085 1291 1036 1262 1365 511 207 1252
split_gain=14.9963 16.4045 16.0123 21.3886 34.1047 25.8549 20.0389 18.8918 15.3876 15.1745 16.3834 15.1629 15.1075 18.0167 18.6049 18.6997 19.8155 20.8052 17.2015 17.1771 16.5511 17.6296 16.1638 15.8995 20.5311 18.0809 17.9908 16.0375 15.3224 15.6857
threshold=1.0000000180025095e-35 3.116712650924125 -0.44899544734167229 0.11228637269241322 2.2876274668186962 1.0000000180025095e-35 1.0000000180025095e-35 3.9189526428767678 0.18848160436186537 -0.56466718452340958 1.0000000180025095e-35 -0.16865475249412704 1.0000000180025095e-35 0.66959453337990815 2.6163917204392715 0.29028072612859118 1.0000000180025095e-35 1.124692353189084 2.7670434459051321 0.17247354145255611 -0.58260933651309244 -0.74119888706578496 3.5775253332674297 1.0000000180025095e-35 -0.47745396973105864 1.2793124260646003 2.0426043571165486 1.0000000180025095e-35 0.71663621273682654 1.7938673476336697
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 11 5 9 -6 -3 -1 10 -5 -4 13 18 15 22 -17 -18 23 -19 -20 -22 28 24 25 26 -2 -26 -15 -30
right_child=12 2 3 4 6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 16 17 19 20 -21 21 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=8.4825154820002208e-06 2.9904189749426628e-05 0.00036160420390583928 0.00046740810258813324 0.00062681779850537488 -0.0010948631299238652 0.00022722715758231396 0.00022063691611669441 -0.00025709771027945225 -3.3616552507706881e-05 -0.00094826081963344275 -0.0014391990884964842 -0.00013353569667926579 -9.7615845041570894e-06 -0.00012362047273984435 0.0016906572539839516 0.00022887877785221828 -0.00019440536598128513 -0.00014546261566518253 0.00095511919378560013 0.0010277246674861007 0.00071870302329276562 -0.00024958674938517364 0.00055457064617008554 -0.0001589173862299104 -0.00020862735654980359 0.00035715010876773547 -0.00046091970237151735 -3.4488252890624612e-05 6.9676922065955044e-05 0.001002815740335223
leaf_count=157509 7633 1640 547 100 224 667 63 248 70256 198 27 326 66244 6975 27 3016 1517 143 188 143 145 465 181 23753 8598 1119 499 8055 1329 96
internal_value=0 -5.67618e-05 0.136777 0.00881338 -0.167401 0.0253226 -0.811324 0.282475 -0.00281285 -0.566774 0.126194 0.274268 -0.0330095 -0.0653972 0.00744128 0.00296265 0.121268 -0.084127 -0.0947959 0.515768 0.299423 0.0737363 -0.0625399 -0.102075 -0.0570669 0.0397667 -0.0022435 -0.120105 -0.0791064 0.136392
internal_count=361931 231805 4040 2152 1279 992 287 1888 227765 325 127 873 130126 63882 13427 13400 4819 1803 50455 286 798 610 8581 49657 25904 9251 8132 16653 8400 1425
shrinkage=0.000980392


Tree=4814
num_leaves=31
num_cat=0
split_feature=21 1186 499 119 407 690 614 1077 1055 1453 970 284 581 77 1190 224 1320 1295 958 607 415 634 705 769 12 492 71 1398 1312 212
split_gain=9.01546 9.83344 10.4355 10.058 11.1322 9.70307 9.39795 18.5469 16.4796 16.3411 19.3175 16.7102 17.0851 21.1584 15.8531 17.7215 18.0168 16.0117 15.6098 18.3986 15.336 16.0271 16.8369 17.0294 15.146 15.1987 15.0471 14.8813 14.7217 15.5275
threshold=-3.2545899522946695 -0.73614743021240414 -0.33492533030075577 0.56114696576568235 0.23418493143581962 -0.15694067690088295 -0.75411934043310735 1.4357019976763823 -0.1703334890736157 1.0524367085687503 0.87410738009667177 -0.025474518952914225 2.1516800948178267 0.15643406560204806 0.039649700417053145 1.2278041934290276 -0.72564610978598731 1.0000000180025095e-35 3.9753335407425419 1.0214921909564021 -0.3200092800505005 1.4747238742205415 -1.0072287354766429 -0.3898767666824256 0.12680148341908046 0.82508744574404103 0.10482338817460092 2.7313120334391328 0.80469358619591069 0.78891541771363294
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 18 14 10 11 20 27 -14 15 16 -9 -17 -2 -20 21 22 23 -10 -11 -26 -16 -13 -18 -30
right_child=6 3 -4 4 -6 -7 -8 8 9 24 -12 12 13 -15 26 17 28 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.04438164793456445 -0.0016866088925002823 0.025798681824769343 -0.042398933689386104 0.043010628462829728 -0.073100985083756162 -0.035836153470364819 0.00016781020798012824 0.018688319834320507 0.095253298795893004 0.021781378194225973 -0.015641311121512534 -0.0045121221153072459 0.13960879321687669 -0.024495449769777078 0.00038444156629848674 0.010704802884701091 -0.01065628784458506 0.064265497139450553 -0.041721131884479866 0.037678846043932568 0.035455842703285605 0.063095320421089493 -0.014840136024859167 -0.0041225335756451889 0.044910780288111303 0.15402581300381729 -0.021176011398395495 0.086317898395534984 0.0037411856313538058 0.064474768715771472
leaf_count=27 97686 508 78 42 29 32 254274 655 40 293 749 1021 25 25 1428 224 1386 125 381 52 817 60 428 73 54 20 970 25 329 75
internal_value=0 0.259193 -0.415829 0.370502 -0.244907 0.180904 -0.00354012 -0.02515 0.0889375 0.229569 0.158269 0.251702 0.0288845 1.44562 -0.000980569 0.12002 0.0447768 0.633813 -0.0358059 -0.575287 0.456472 0.13841 -0.0304388 0.83017 0.680482 1.57183 -0.165794 -0.0398731 -0.0921866 0.338994
internal_count=361931 716 105 611 103 74 361215 106941 8822 3630 3263 2514 1096 50 5192 2794 2445 349 98119 433 1418 601 541 113 367 74 2398 1046 1790 404
shrinkage=0.05


Tree=4815
num_leaves=31
num_cat=0
split_feature=462 1371 501 1453 1324 87 210 71 815 144 628 680 365 767 1385 924 1467 221 701 514 21 141 1186 897 1369 1257 18 754 89 969
split_gain=8.98007 8.96739 10.6271 11.9652 15.6838 13.6896 11.6062 12.1923 11.3379 13.451 12.5538 13.6818 11.7576 11.7126 13.4081 15.2722 11.3587 13.5576 12.0418 11.1536 11.2311 11.0199 10.8486 11.6357 10.7797 12.4473 10.7018 13.5089 10.3235 10.1531
threshold=8.5638065889067061 3.4357416210103824 2.531313083364553 -0.22121300160738408 -0.0024705476967573966 -0.15867953064924012 0.95132045437722879 0.53037982555115859 0.67237773758774566 0.43244897137453336 -0.67402685188619504 1.0000000180025095e-35 -0.89817789956178451 0.74515537902904516 -0.28261529802761609 1.0000000180025095e-35 0.42166673731467041 0.24138062135818086 0.30387938746678206 -0.54536942215353645 1.0000000180025095e-35 -1.385584406942975 -0.88670917779681846 0.32348134179604188 0.7268191085223229 -1.2766316352088662 0.21028971018307022 -0.28790259491387865 0.11573625858975385 0.023895884711218212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -5 8 19 9 10 22 13 -10 14 -12 28 26 18 -18 -8 -21 -11 23 -3 25 -9 -13 -28 -16 -14
right_child=-2 2 3 5 -6 -7 7 24 12 21 11 16 29 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.4104329523507703e-05 -0.068850440073743524 -0.027169145921715966 -0.059171305496691563 0.0095350922123334427 0.054815050699118198 0.1239429734928115 0.044126712089231503 0.038941071223145107 -0.05253417202370303 0.072159214686856668 -0.026224454405017496 -0.043284701517399236 -0.0077279133123596732 0.052588056385986473 -0.041956406764916875 0.066444016742405937 0.06142603571141661 -0.060467044163021101 -0.02271260536849478 -0.020537562672898732 0.032602725651952824 -0.037787416343292302 -0.043772965934184123 0.064120069767233903 0.054834321837495106 -0.060472535749403471 -0.045610909809608434 0.046517793790381873 0.040334411554019602 0.024836120262656955
leaf_count=357247 40 140 80 46 56 34 157 25 73 20 243 498 386 95 101 82 110 59 62 213 105 910 427 35 20 129 110 100 70 258
internal_value=0 -0.00274572 -0.136193 0.533519 -0.141047 1.31764 -0.167957 0.157553 -0.242714 -0.347421 -0.208997 -0.0532066 0.0364553 0.282789 0.0519656 0.510254 -0.334299 0.244471 0.637717 0.372014 0.0443372 -0.691914 -0.609462 0.114237 -0.480652 -0.785677 -0.583111 0.103431 -0.149556 0.138682
internal_count=361931 361891 4644 216 136 80 4428 649 3779 3062 2132 1530 717 591 496 253 939 231 172 475 318 930 602 175 174 154 708 210 171 644
shrinkage=0.05


Tree=4816
num_leaves=31
num_cat=0
split_feature=785 728 519 728 869 921 783 791 861 1229 648 650 704 645 973 813 1443 518 416 580 727 382 789 1178 566 553 288 1385 211 1046
split_gain=21.3543 15.7986 13.8117 19.1669 22.177 21.7911 35.7395 20.1842 26.7475 29.3143 20.0484 19.9813 19.5551 19.0793 19.3383 18.7908 18.6087 18.585 18.2488 17.8882 17.7083 21.446 18.7069 17.4934 17.4529 17.0105 16.8268 17.846 19.2702 16.8225
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 1.6923072129381651 -1.1956137993399691 1.0999280683389623 -0.3520936843062038 2.1641256470006294 1.593744732512876 1.0794040238867422 0.90571909922259353 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.8587217167753018 2.1059719136688364 -0.70113916377037711 -0.50339469727679276 -0.57319514928694903 -0.34654998321194436 1.7490811357031759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 7 -7 15 -9 10 12 13 -10 14 -2 -5 -8 18 -13 23 -4 22 -22 -14 -6 -11 27 -21 -29 -20
right_child=2 -3 20 4 24 6 16 8 9 25 -12 17 19 -15 -16 -17 -18 -19 29 26 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00010661698529961483 3.1079293287424977e-05 6.2897611637427857e-05 -3.796615171930799e-05 -5.2708805926132183e-05 -7.3512562509991193e-05 -1.4213644257690944e-06 0.0002579704083728085 -9.1394560290556612e-05 -0.00026405048140269467 0.00065733891785028063 0.0002232328848586105 1.9289355518337169e-05 -5.1459705093144451e-05 9.8015361756473562e-05 -6.3147311854420472e-05 0.00010143294681484473 -0.00010114920628135164 0.00041439222431273188 0.00044021255675062644 -0.00025258069984874972 0.00022299307644093057 -5.1986111054040741e-06 -6.4629419956661847e-05 0.00053129517108726966 9.7718159346843814e-05 0.00018817279336491618 0.00013733510206846567 0.00024471940572234901 -0.00013155922778181037 -0.00079586464398081504
leaf_count=3396 20388 26163 9447 94773 82198 18652 4219 11003 2150 430 2316 4478 13334 7761 24809 3837 840 857 821 1628 5244 5700 1127 324 3066 1435 8405 1455 1606 69
internal_value=0 0.046741 -0.0167316 -0.0212755 -0.0310624 -0.0162058 0.0469969 -0.0278295 0.0151302 0.0475542 0.0280559 0.0154711 0.00961618 0.000898393 -0.0183281 -0.0465824 0.207099 0.137796 0.083122 0.0236776 0.0357577 0.0872888 0.172224 -0.0394464 -0.0665309 0.304118 0.0833843 -0.0382904 0.0666507 0.370435
internal_count=361931 29559 332372 310854 251671 166407 23711 142696 44086 33083 31218 59183 28902 52958 45197 98610 5059 6225 5368 26752 21518 12071 6371 13658 85264 1865 13094 4689 3061 890
shrinkage=0.000980392


Tree=4817
num_leaves=31
num_cat=0
split_feature=1465 1453 1122 1259 984 1451 1455 1464 44 501 1463 82 430 350 497 495 698 1316 360 1454 219 833 156 834 12 543 917 1395 568 156
split_gain=8.97206 13.554 13.4834 13.3222 12.4772 16.2653 13.1482 13.0517 12.3297 19.9267 12.474 14.7788 12.4327 11.9348 16.213 11.7662 11.7538 13.7005 11.6527 13.2444 12.4247 12.4028 13.0973 11.918 11.4194 11.3224 11.2388 11.2381 11.9697 11.9079
threshold=2.873316917895123 5.5477399240790328 -0.26425489114365547 0.10700171057489674 -0.08546105166549893 0.68572455544445909 2.0663805890193063 -0.065515111140320159 0.81112936548985692 -0.70674660357560803 0.45108069140960899 -1.3721068290031073 2.0250300358518252 0.51195245977505122 -0.7553615547136906 1.1455621342101925 0.25869787939761818 -0.29362012860150893 0.35808653461660328 -0.33546787509067016 0.34692878777615577 0.43706386955119347 -0.67979330631105295 0.65927138798301865 -1.4243215482704656 6.2061881991058074 -0.37194251938969108 1.1738838155182185 1.0658581074575373 1.3542646425014906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 18 -3 7 6 24 13 10 -10 -9 -12 -13 14 -4 -16 -7 -18 20 -20 -2 27 -23 -21 -6 -1 -15 28 29 -22
right_child=1 3 4 -5 5 16 -8 8 9 -11 11 12 -14 26 15 -17 17 -19 19 23 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00022099005792002602 0.0072604023810655949 0.048018090310801981 -0.034507102398764054 -0.019818793083902247 0.07807950555047509 -0.039396679461042847 0.039118287518495366 -0.014932324229095512 0.035738878170723402 -0.046326749283917029 -0.049657408258966258 0.025932811807071011 -0.064554369670485057 0.069568977096302706 0.02300275491430287 -0.028480259912748537 0.039206200601306113 -0.025776715601050049 0.047903359720794708 0.017558141278069737 -0.043938605948904093 0.063383005223051556 -0.0026860422740761008 -0.0095107912986904866 -0.0091246464677015235 -0.036387892727571265 0.011905424602685056 0.020578297459076116 0.018907472096157306 0.028273666457863913
leaf_count=354189 2054 137 129 49 28 422 88 371 44 184 60 362 23 67 358 64 61 122 133 911 315 39 176 246 795 265 86 63 53 37
internal_value=0 0.075446 0.0588092 0.645136 -0.0575821 -0.229889 -0.0109634 0.0672861 -0.103437 -0.571025 0.0338704 0.286575 0.423491 0.294649 0.135466 0.313343 -0.534793 -0.0788529 0.142181 0.3114 0.0571234 -0.204684 0.217879 0.235772 -0.127816 -0.00467335 0.814587 -0.421085 -0.571553 -0.737456
internal_count=361931 7477 7291 186 3264 1516 911 1748 1044 228 816 445 385 704 551 422 605 183 4027 1290 2737 683 215 1157 823 354454 153 468 405 352
shrinkage=0.05


Tree=4818
num_leaves=31
num_cat=0
split_feature=869 840 774 483 513 593 727 879 996 210 1050 555 356 81 189 1397 74 936 1254 1121 834 83 353 1262 484 210 84 84 216 764
split_gain=8.97289 16.2185 15.4668 16.1386 16.0125 30.8703 22.5141 26.0991 20.0699 15.9692 15.9636 15.7039 16.9847 16.3852 16.2731 15.3664 16.992 18.5819 17.9586 15.1829 15.0701 17.3669 15.0258 17.7934 18.486 17.2541 16.1024 15.3201 14.9623 14.5927
threshold=-0.57653763495970078 1.8902771646279721 2.0716573389763737 -0.84020368264530154 1.0454229551509682 -0.58017643881618097 1.0000000180025095e-35 1.0000000180025095e-35 1.0565563832172893 -0.32769540797810198 -1.3099428476523662 1.342081648231668 0.78795216530072698 -1.6165895961853682 -0.69348768723690357 -0.19244544608510863 0.058799105813725418 -0.71332139697136976 -0.4316592388923628 -0.94545012747059254 -0.45434649609812272 -0.046465246717836771 0.99555279570895872 0.53183287801486789 0.76299614246645375 0.95132045437722879 -0.15759717604733556 -0.5524020182424324 1.9592604332965855 -1.3222367038752594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 28 11 10 -7 8 9 -8 -6 29 13 -13 -15 19 -17 -18 -19 -14 -5 -22 23 24 -3 26 27 -24 -4 -1
right_child=1 22 3 20 5 6 7 -9 -10 -11 -12 12 15 14 -16 16 17 18 -20 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011214430527826322 -0.00035247441714955652 -0.0046019373239045095 -0.019363420470871084 0.020655382863149926 -0.054438514479430725 0.00085469114954826665 -0.00028433406819643111 0.028207865503081592 -0.013623022088155757 0.018736023718263627 -0.0061295585909461152 0.078336873842551197 0.045785124458786401 -0.0081198399078538219 0.0066310050744345823 0.044742536454095774 -0.064752879849656039 -0.035515694974889774 0.04081935870365188 -0.0046548522202804711 -0.01484031712290995 0.017626960147344273 0.015822418402890896 -0.037423575467615794 -0.044700126460058234 -0.042671624283302227 -0.0061434371545319826 0.085588381551559692 0.062307627950590597 -0.00030982327431408575
leaf_count=2288 290343 1539 364 1158 104 2743 785 1043 410 1463 1340 32 81 1393 2951 339 42 65 126 441 430 354 95 466 246 67 150 67 27 50979
internal_value=0 -0.00873199 0.0208961 0.192904 0.0138849 0.104305 0.168933 0.276736 0.163846 0.243495 -0.178345 -0.000485866 0.113473 0.0490663 0.0364859 0.356354 0.598894 0.126814 0.405672 0.0779542 0.265924 0.028249 -0.200161 -0.281831 -0.177993 0.21919 0.444117 0.924505 -0.247112 -0.0134458
internal_count=361931 292973 68958 2333 66625 7888 6444 3701 2658 2248 1444 58737 5470 4376 4344 1094 572 233 191 522 1942 784 2630 2251 1785 379 312 162 391 53267
shrinkage=0.05


Tree=4819
num_leaves=31
num_cat=0
split_feature=1430 1298 1022 712 395 1454 1444 779 1469 1465 633 1463 353 1122 695 151 903 696 1339 1098 497 78 1167 282 1015 127 494 1325 1127 706
split_gain=8.96196 16.6002 17.122 19.5497 16.493 18.2259 17.9123 19.393 17.2933 16.3199 28.5533 22.7341 20.6987 18.2948 16.8923 17.2691 16.5574 16.323 15.7267 15.5761 18.3835 18.9798 20.4168 15.5979 15.4651 18.9664 18.8883 18.4613 17.3764 16.4055
threshold=0.54622893720785959 1.0000000180025095e-35 0.67527595557081987 -1.5590971551374573 0.66415532897360485 -0.98478334500156417 0.61050815248025436 -0.65565304578073735 -1.3538714453306848 -0.13762826918422091 -1.0457849797276111 1.4506528527885358 0.87031742678005375 0.51185588385214786 -0.063929285477781692 0.52360950645249282 0.62945273325380635 -0.50418114258650337 1.0000000180025095e-35 -0.65750918523183322 -1.2520214592475198 -0.48151957589359212 -1.0000000180025095e-35 1.5821484143178206 1.2191568012335126 1.7945150566950006 -0.54732848583838467 0.60028713237086495 1.0000000180025095e-35 1.4687696261386622
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 24 -8 18 11 -11 13 -12 19 -14 16 -16 -13 -7 23 21 -21 -23 -9 25 -1 29 -26 -28 -27
right_child=-2 -3 3 -5 5 8 7 9 -10 10 12 17 14 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 27 26 28 -29 -30 -31
leaf_value=-0.0010245207156142772 0.00086057021950267847 0.00027671102339989927 -0.02856633844611774 0.014061761922932559 -0.028438493211927415 -0.010518483901528682 0.0019566498512289879 -0.023729473813147481 0.00095280735291000803 0.027578318202645676 -0.013344831070450086 -0.042035636163354644 -0.0099962974915680375 -0.037098499479984712 0.039148978339202473 -0.011066695589088783 0.1323509837393686 0.038299564297420624 0.048643202639745031 -0.060315528674273144 -0.0051856575294473581 0.044216293161001362 0.22971683780516036 0.018831714198926361 -0.01097689727875565 -0.032336059993757736 0.0039897191757970627 0.0074240683475581062 -0.014213237997494764 0.023570675533653104
leaf_count=72443 85047 152207 167 1317 358 78 3263 3097 21552 556 3339 76 254 1443 122 82 35 179 141 28 1018 32 20 226 8506 1067 1750 1253 2137 138
internal_value=0 -0.00975029 -0.0331681 0.199604 -0.0371841 0.0189497 -0.0535024 -0.156452 0.0265967 -0.222229 -0.0919914 -0.333313 -0.177436 -0.382821 0.327302 0.791545 1.25611 0.420969 0.599475 -0.293657 -0.0091959 1.4262 2.28746 -0.413299 -0.04103 -0.0305805 -0.194923 -0.159975 -0.108767 -0.526282
internal_count=361931 276884 124677 1484 123193 22129 101064 13770 21771 10507 4388 6119 3832 5864 493 239 157 255 219 4421 1098 80 52 3323 87294 77535 5092 9759 3887 1205
shrinkage=0.05


Tree=4820
num_leaves=31
num_cat=0
split_feature=607 141 1036 947 83 1465 78 1389 777 1466 221 1193 843 759 142 314 1453 501 1470 1184 978 1469 17 245 280 221 1122 768 595 215
split_gain=8.95173 9.25987 8.95342 14.9587 13.6268 14.4519 16.9445 18.4302 15.4661 16.9727 16.0534 16.2286 14.4655 14.2883 13.4303 13.2092 13.1777 17.2381 12.874 12.8597 14.2698 14.0164 15.6796 13.644 12.8496 12.7738 12.3855 12.1443 12.8639 12.833
threshold=5.7609878416510298 -0.75774819644868974 -1.1810658126844693 3.6025679908205368 2.639980519915786 -0.54319893363899008 0.59277765961125606 -0.38512862160638645 2.2114700010556398 1.4808384683488722 -0.71871066769625547 -1.1374676181818264 -0.80426977330522853 -1.112513966376925 -0.31233852661490996 -0.6663054529374064 -0.093080794707546363 1.1435732175330553 -1.3072861918153278 0.57041578910480883 0.6461222472588305 0.85315390263545321 -1.4924765367642003 2.2215055911166384 -0.40482218055001185 -0.012761190450346458 0.79579885031402708 -0.19153708116980708 2.3732793974093203 0.58260883105016104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 19 14 9 18 11 -11 -10 -6 -8 -14 -9 -18 -7 20 21 24 -23 -21 -1 -12 -16 28 -20 -29
right_child=1 -3 -4 -5 13 8 7 16 12 10 25 -13 15 -15 26 -17 17 -19 27 23 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0014382825122950561 0.056295926473576285 -0.039997619119832642 -9.7944608012943808e-06 -0.05396704759836899 -0.025335775715616723 0.012386862870570416 0.012164874198407706 -0.014223095390537783 -0.027691929983800542 0.050612276281973401 0.044910756592029491 -0.038570317406292048 -0.043220746663661727 0.043135974027534996 0.067021978839964955 0.047603746550104901 0.012184665727130855 0.12363266948734314 -0.0060457584697447345 -0.02262202163543231 -0.028080600097469738 0.058916333077466271 -0.030039228279364966 0.066863681021820595 0.020704351255474325 0.0062667754507248893 -0.063186020099153514 -0.012426096138013279 -0.061771335186305731 -0.031932637085621371
leaf_count=672 21 198 351192 80 61 275 156 344 93 26 136 162 37 126 171 183 126 22 2984 576 241 27 326 23 797 314 20 1662 111 769
internal_value=0 -0.591111 -0.00221818 -0.0723465 -0.0639517 -0.0774174 0.0521241 0.363884 -0.142474 -0.166891 0.170735 -0.431612 0.412391 0.512702 0.771623 0.723528 0.0257658 0.607 -0.212866 -0.0426808 0.0471586 0.115191 -0.387778 -0.36829 0.205111 0.374105 1.19109 -0.241909 -0.143349 -0.378016
internal_count=361931 219 361712 10520 10440 10253 3501 839 6752 6439 638 188 313 187 347 220 492 148 5801 2662 2063 1822 353 599 1469 450 191 5526 3095 2431
shrinkage=0.05


Tree=4821
num_leaves=31
num_cat=0
split_feature=1431 702 575 1106 695 1178 330 1024 1244 12 831 154 13 208 972 278 765 1037 900 915 1266 1241 1454 283 151 975 1325 492 69 15
split_gain=8.93094 13.6558 18.4093 16.7297 17.2478 16.227 15.1174 14.7186 21.4069 14.7949 14.8504 27.9268 17.7313 14.7287 15.7487 14.5341 18.1737 16.1901 16.8996 14.4412 13.9371 13.8697 14.5709 14.3497 14.5681 14.3514 13.8672 13.8034 15.8072 15.2561
threshold=1.0000000180025095e-35 1.2813544906789154 -0.86675834133512175 1.8853824932687651 -0.29738007780111803 -0.048103672105774549 1.2959871728045547 1.0000000180025095e-35 0.51055110803435433 -0.18873746307022768 1.0034767110764415 1.0967757346321398 1.7217351509793344 -0.42597077490396235 -0.92866050323281002 -0.15424665511585245 2.0232933620265787 0.72985099659497432 2.3271602930889985 -0.85523721302034483 0.66437229509151219 0.64203372785307999 -0.82542789839051101 -0.22399895149535756 -0.93076861173561531 0.27738831057820662 -0.43425894762125988 1.2530935388650064 0.42515217644768444 0.15236552627314678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 7 -5 26 19 9 -9 15 12 27 -11 14 -10 16 17 18 20 -6 -4 22 -16 -24 -25 -26 -3 28 -12 -30
right_child=-2 2 3 4 6 -7 -8 8 13 10 11 -13 -14 -15 21 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.00067147754992384059 -0.00092699257334826033 -0.023424426323321049 0.010376066115824718 -0.0063956125190035799 -0.070089894969190367 -0.025471223978469112 0.066536702033364259 -0.0096939129610429855 -0.030099549898155449 0.0021454921272539645 0.0055681982158621518 -0.027933815066777942 -0.020404350061440028 -0.0048356319823649567 -0.031159840457196171 -0.0094486614632057989 -0.040973594899165765 -0.0134324928835524 -0.050745151150483919 0.019529539494426349 -0.012365901967862306 -0.011768511422844553 0.049228995913530721 -0.071992603622634141 0.0043783146293699315 0.069755140431331492 0.007848972729184573 0.060257969161684126 0.055336927237313926 0.013001143271375826
leaf_count=194533 139558 291 2477 435 30 790 72 6330 95 7904 649 180 511 1089 71 3320 167 706 66 600 414 141 287 29 167 53 512 83 168 203
internal_value=0 0.00639015 -0.0408774 -0.0262017 0.236844 -0.276676 0.441857 -0.038901 -0.123569 -0.00251412 0.0537251 0.266856 0.0179773 0.0884505 0.310878 -0.0812428 0.0156522 0.0453391 0.11818 0.326675 0.144138 0.417068 0.563139 0.666429 0.254099 0.434614 -0.0530009 0.387689 0.318548 0.657379
internal_count=361931 222373 27840 26247 1137 1593 702 25110 8262 16848 9698 1283 8415 1932 843 7150 3830 3663 2957 630 2891 748 607 536 249 220 803 1103 1020 371
shrinkage=0.05


Tree=4822
num_leaves=31
num_cat=0
split_feature=785 21 615 1453 984 1468 1468 1458 1392 1453 694 624 74 486 1328 1462 1044 1453 71 49 912 1468 1459 1459 1459 1451 1453 1449 1459 1460
split_gain=8.83634 10.5128 15.0185 16.7535 22.8716 20.491 22.0259 22.0942 19.2348 17.4347 21.1256 17.1971 19.2036 21.3934 17.0155 16.3153 18.0225 16.0249 18.4694 15.9125 15.7698 14.7609 22.9157 29.6036 40.5137 20.8482 18.8388 21.7775 17.5574 17.3722
threshold=-0.86283290253235112 -0.70163543588998201 1.7711288261699307 0.51954049301251548 -0.1762178162058205 1.3195544013298623 1.1169629351287809 -0.52306412267547409 -0.10928738191659086 0.56824715093290779 0.46142562453403596 1.3958011993361654 -0.67766729040138907 -0.99304949056989078 -1.522067338554191 1.9450005767964027 -0.49977424787932834 0.43370469085150809 -1.4900547915429481 3.6329264928364817 0.7424642980475552 2.4634311514058238 1.8518021530231394 -0.088205869773288079 -0.05064362051825478 -0.23775761948138005 0.058091628562482463 -0.63352742786000882 1.6998021173033007 0.099810043912261961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 21 19 17 5 6 15 -8 -9 10 -6 12 13 -11 -14 -5 -17 -4 -19 -3 -18 29 23 25 -25 -23 -26 28 -28 -2
right_child=1 2 3 4 9 -7 7 8 -10 11 -12 -13 14 -15 -16 16 20 18 -20 -21 -22 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.0017543696328584111 -0.00069839015430127023 -0.00032234125543529382 -0.0045200893588850611 0.0041642713355755298 -0.0067256802225949541 -0.014378582082817674 -0.037330375727534969 0.071243710825333886 -0.0032540341897674659 -0.046986018092979982 0.094245840847328635 0.011014243216872353 0.071031783438506177 0.016503612978674042 -0.030818010085546434 -0.0031199164328526534 0.054457478821000507 0.057958226971185425 -0.036820711580532905 -0.024099129900420665 -0.052779664047636947 0.014934278181682954 -0.019001799314521894 0.052741151136045765 -0.0028592480551913975 -0.012595578973565414 -0.013679348019913874 0.024766005346029719 0.067841676405172247 0.0032743382718130316
leaf_count=29559 63536 209133 25032 2864 91 559 48 143 59 173 50 353 25 376 1095 136 186 38 469 512 22 518 406 275 1097 1173 496 1175 26 22306
internal_value=0 -0.00597384 -0.0137963 -0.067708 0.0459558 0.148305 0.21628 0.815914 1.07038 -0.174811 0.697525 -0.237146 -0.362778 0.0476928 -0.562057 0.154885 0.574748 -0.0996597 -0.580363 -0.00731984 0.932499 0.017448 0.137983 0.184603 0.320688 -0.0652881 0.222773 0.358092 -0.115288 0.00892339
internal_count=361931 332372 241364 31719 6180 4017 3458 250 202 2163 141 2022 1669 549 1120 3208 344 25539 507 209645 208 91008 5166 4760 3069 1691 2794 1697 522 85842
shrinkage=0.05


Tree=4823
num_leaves=31
num_cat=0
split_feature=728 1020 706 974 659 705 908 497 1049 1104 556 493 1458 704 1452 679 639 1450 1466 224 848 1387 13 1469 215 907 1039 421 981 909
split_gain=14.1559 16.2461 15.8341 17.0467 14.8831 15.6157 21.0926 18.7324 16.838 16.4168 18.9442 18.3753 16.0344 15.9448 15.5911 18.6035 17.5885 16.4718 15.9613 19.0876 20.0996 18.1089 16.0869 15.8622 15.56 17.121 15.5091 15.4835 15.4835 15.2223
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.0258146145105322 0.66264601578696347 0.62821384419828064 0.89008618839080589 -1.5061803231157327 2.4192885550665473 1.261689008203277 -0.35912262658349597 1.3560380072848763 1.1746829258785259 0.19231234285114293 -0.89960694550079612 0.52142301186363793 1.0000000180025095e-35 0.010567386264870462 1.4080903315905215 -0.32531207622868435 1.1067727889813797 -0.67085833950625362 0.81754036104253791 0.61338043140571596 1.2347607809825396 -0.68008637102026992 -1.0804033789881464 1.5007604934406553 0.89358729746196131 -0.015364149908830439 2.8044096709002506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 9 -7 -8 13 10 11 12 14 -9 18 17 27 23 19 -1 21 24 -22 29 25 -21 -14 28 -17 -16
right_child=1 2 3 -5 -6 6 7 8 -10 -11 -12 -13 26 -15 15 16 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.5833668483333564e-06 -7.1805834762068898e-05 -1.9783457994144054e-05 0.00018219464664624553 -0.00020761501467606751 -3.909569703677478e-05 -0.0001794599386059601 3.9211775086528699e-05 -0.00037927132066697304 -0.0001081018601817456 1.4745437091019939e-05 -0.00016618212453678316 8.8496362807497926e-05 4.7968916285489166e-05 0.00037243093829549852 0.00014790791670541665 0.00010737086873145335 -0.00081282687851422166 -0.00026416677416322314 -0.0001416798365712045 0.0020315003607933079 -0.00027790278327991533 0.00095766492100750247 -0.00093465898124333419 -0.00042645443908804483 -0.00080878084372611376 -5.5430523861896306e-06 -0.00021535867328030688 0.00075352903565534062 -0.00080642781803671071 0.0010342952344481074
leaf_count=10805 47529 56617 4167 777 41024 2976 50442 148 529 95151 6363 7356 12462 1919 4017 249 325 577 14647 24 1027 95 321 350 128 178 1373 107 173 75
internal_value=0 -0.0331973 -0.00831236 0.124394 0.00097965 0.00869352 0.0411002 0.0497976 0.233294 -0.00343712 -0.0341764 -0.021276 -0.0379046 0.326094 -0.067161 0.0414302 -0.304155 0.0912626 -0.0914782 -0.0290911 -0.276641 0.17664 -0.439008 0.13963 -0.137568 0.300123 0.025664 -0.0580363 -0.260129 0.172789
internal_count=361931 109090 61561 4944 252841 211817 56014 53038 2596 155803 60652 54289 46933 2067 33098 5873 854 5019 27225 12578 1773 425 1348 4442 330 202 13835 529 422 4092
shrinkage=0.000980392


Tree=4824
num_leaves=31
num_cat=0
split_feature=728 1020 1157 706 974 776 1117 78 1231 420 622 1187 913 0 626 568 1036 735 708 421 834 967 1245 352 664 151 906 687 1254 966
split_gain=8.90931 12.7434 13.7708 13.5621 16.6924 14.2644 14.7466 14.144 13.6184 13.6065 16.2186 13.5772 13.5458 14.725 13.8851 13.5679 13.53 18.1132 17.3629 16.3864 18.7898 16.0689 16.2588 15.949 15.6875 16.8608 18.2207 15.3697 16.8702 20.4755
threshold=1.0000000180025095e-35 1.0000000180025095e-35 4.1603964390321524 2.0258146145105322 0.66264601578696347 1.0877616117342039 -1.6149909386355696 -0.85853709627831243 1.0000000180025095e-35 -1.3584830428363142 1.8379474500285944 2.9233416704799109 -1.1465753587013363 0.63455286374735975 -1.4786940963837083 -1.2372572438385259 -0.4233299818115655 3.1554326354961759 0.73921663161214024 -0.72313063044666992 2.1612684629536689 -0.50685634455632289 2.0633248713141312 2.6872533443596782 1.0000000180025095e-35 0.91174109014073024 2.0514245327317071 0.99379315161353421 1.2841985485353995 -0.92861408503190424
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 11 5 6 -5 8 -7 -6 -11 16 14 15 -8 -14 23 18 19 21 27 22 -18 24 25 -3 -27 -21 -29 -30
right_child=1 3 -4 4 9 7 12 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.00023757645819711087 -0.0027916552005430055 0.0049623820332160631 -0.051137487292134132 -0.020670490753586127 0.033653315729226523 0.056011164481953625 -0.010510786697109174 -0.022975150815001909 -0.01262120463763635 -0.020684773644906836 0.072105861609807073 -0.023455651281261231 -0.017071704458910798 -0.010796431020775404 0.030389406614143862 0.017059583516842381 0.00043381596145936714 -0.040080882365823932 -0.010274916337888469 -0.00037597716023215279 -0.021607608389360378 -0.010353266393220116 0.055423245953449718 -0.037233690677338026 -0.0068224061110535063 -0.0027729757417860844 -0.053136768289034346 0.0041557084232871858 0.084286001056309443 0.01737083186339913
leaf_count=252841 47392 15183 137 230 81 73 136 458 93 668 28 378 238 508 846 1585 1995 175 4256 17570 694 4743 70 206 3434 3211 128 3794 59 721
internal_value=0 -0.022463 -0.058142 -0.000376398 0.122828 0.183889 0.239397 -0.186858 0.387878 -0.210515 -0.331801 -0.0113972 0.276867 0.170911 0.501096 0.269223 -0.00816175 -0.0406824 -0.036207 -0.0168107 0.0153917 -0.12407 0.0526697 0.0375386 0.0429257 0.0661915 -0.0870998 0.0268983 0.152434 0.470385
internal_count=361931 109090 47529 61561 4944 4167 3543 624 166 777 696 56617 3313 2331 982 1823 56239 34077 33902 29646 22838 6808 2065 22162 21956 18522 3339 22144 4574 780
shrinkage=0.05


Tree=4825
num_leaves=31
num_cat=0
split_feature=785 519 713 930 921 783 588 645 575 848 486 774 657 791 746 809 1437 1324 917 854 797 1061 476 1185 697 493 578 1296 696 638
split_gain=17.9583 19.2161 25.433 28.0718 25.1119 51.7427 22.8575 22.6179 22.4448 22.0165 21.818 20.9566 20.6245 20.9714 27.7387 23.116 25.8819 20.9916 20.9987 20.4166 68.5973 21.7127 19.7516 24.2333 19.8658 19.5841 19.5471 19.286 23.2602 22.1678
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.71188872395471614 0.66777575187080795 1.0000000180025095e-35 3.5086024243106082 1.8692550303841236 1.5033568469461875 -0.80522708219444705 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 1.4266783389745494 0.70036819076278212 -1.2149334638529161 -0.87473648844905705 0.63961785378869596 -0.87357009987099121 0.52296557744356353 -0.71602247989319323 -1.3134482500320694 -0.012178551342102736 1.1070026357714988 -0.43652631067203845 0.61756301190663754 0.024906668916032725
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 12 11 8 -7 -3 -5 22 -6 -4 19 15 -15 17 18 -17 20 21 -14 24 25 -2 -24 -20 28 -25 -29
right_child=1 6 4 9 5 7 -8 -9 -10 -11 -12 -13 13 14 -16 16 -18 -19 26 -21 -22 -23 23 27 -26 -27 -28 29 -30 -31
leaf_value=4.2060383520980484e-05 0.00038394049937881774 -7.878696204438174e-05 -9.9404246515517132e-05 -3.1099394510178128e-05 -4.2914183005151746e-05 0.00011723337063025867 0.00017935108511291231 0.00039918295869002693 7.6697714678037874e-05 0.0003839090881065064 0.0003257028809228442 0.00016067009501680404 0.00024918452602241124 -8.5592338144792172e-05 0.00011218804358294971 0.00053599889802099956 0.00028818309842536125 -0.00011944532836271513 8.8201560323903386e-06 -5.7768193314539703e-05 0.00028925173973241364 -0.00015046386258954714 7.2646136952916085e-05 -0.0002037229179969857 -1.6743673389830034e-05 -0.00036849312566170609 0.00031477000646586471 0.00015708002555559815 0.00024385866779678102 0.00046157299525266445
leaf_count=29559 632 7439 36644 30444 25374 4982 4398 1756 9681 623 1436 2714 707 23794 8982 459 1440 5439 16312 116444 3153 5489 1697 1029 13808 790 1261 2535 1198 1712
internal_value=0 -0.0153418 -0.0207028 0.0233571 -0.0315359 0.0258589 0.0465676 0.195056 0.0102411 -0.0226582 0.0813708 -0.021408 -0.0417661 -0.0322369 0.00655699 -0.020112 0.0243899 0.00374359 0.0424409 -0.0495098 0.0506426 -0.100216 0.0626716 0.140118 0.00375489 -0.056462 0.0298305 0.206032 0.0349793 0.286531
internal_count=361931 332372 310854 55904 254950 34826 21518 6738 17120 31067 24837 28088 220124 183480 57687 48705 24911 23471 18032 125793 9349 6196 23401 8961 14440 2487 17573 6474 2227 4247
shrinkage=0.000980392


Tree=4826
num_leaves=31
num_cat=0
split_feature=253 623 498 561 1243 1439 1260 347 21 540 885 1458 684 503 395 637 1286 905 672 1453 1453 62 1463 776 150 1454 1400 149 783 81
split_gain=8.95471 12.9321 17.1743 15.4935 13.5881 13.559 19.942 18.7285 18.6622 19.2838 23.4358 23.1861 21.0518 20.1443 21.6002 18.1479 18.1064 24.9729 17.7304 21.2671 25.245 18.1541 17.3579 17.1036 20.7956 19.1605 17.9732 18.1794 17.2809 18.838
threshold=1.0000000180025095e-35 2.5564688642640712 2.3761431599641116 1.2311627107015879 1.5902869014707017 0.70356782200899082 0.92224895838314735 1.20919067113534 -0.13431221002227373 2.2707766433665819 4.8263866747680533 0.14052504452646655 1.7787022169090634 -0.020040405834623676 1.0000000180025095e-35 -0.55405452338051375 1.8566435897555933 0.54699002110954709 -0.65546635319905777 3.5235182473523379 4.6534804692792964 0.52686474022030516 3.5642877411819058 -0.19450440023359591 -0.46590600879175054 -0.90309121467478037 -0.60443240057966763 1.6531620413201573 1.0000000180025095e-35 -1.3080861859881174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 8 7 23 15 12 13 -12 18 14 -11 -1 -14 -18 19 -10 22 -22 -21 24 28 -26 27 -25 -7 -30
right_child=-2 2 -4 4 -6 6 -8 -9 9 10 11 -13 16 -15 -16 -17 17 -19 -20 20 21 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=-0.00084461972947134532 -0.00098720549282888762 0.0075922068012944559 0.037305109085093185 -0.017884005007156239 0.049224394172957819 0.0071628073630753842 -0.0087586598404096414 0.0064356484556650695 -0.0010752305473283996 -0.020311213033505766 0.022334635407873189 -0.054206660520356623 -0.0066637179928463091 0.0015663280473273218 -0.0026746317837178938 0.0030571518709438185 -0.012526088664044433 0.055370947414034269 0.0017345127043823833 -0.038713114835828975 -0.03090298467906713 0.019698123325508597 0.035467992709572294 0.0029816000473816876 0.027553222778910681 0.0030732004989767487 -0.0068400711781950495 -0.029962153248434292 0.022678565418665218 -0.009709140442021336
leaf_count=24217 130126 3385 188 535 47 1574 6019 4422 30534 2462 422 63 9096 1561 1204 56611 149 122 54497 527 134 253 34 5109 450 9572 13199 292 287 4840
internal_value=0 0.0058544 0.129488 0.0959215 -0.256142 0.00342947 -0.0343533 -0.0160964 0.0119122 -0.00803923 -0.132971 0.298874 -0.00027918 -0.179624 -0.270584 0.0389863 -0.112486 0.454914 0.00973899 -0.0315927 -0.357328 0.0681654 -0.662503 -0.0349317 0.0193655 0.0833251 -0.0867735 0.0288057 -0.0901892 -0.157856
internal_count=361931 231805 4155 3967 582 227650 45764 39745 181886 101058 5712 485 95346 5227 3666 80828 9367 271 85979 31482 948 387 561 35323 16723 10022 18600 5401 6701 5127
shrinkage=0.05


Tree=4827
num_leaves=31
num_cat=0
split_feature=785 519 728 921 784 990 774 650 126 1040 395 1011 912 1113 518 677 412 635 515 649 279 45 149 347 1467 1107 1253 632 495 917
split_gain=16.117 13.9638 19.1013 21.6218 45.0862 22.3288 20.6567 20.4612 19.3492 19.8336 19.3781 25.2893 19.9559 18.739 18.6657 18.4056 24.0233 22.1034 22.0666 24.9237 20.6179 19.3921 19.4743 19.3037 19.2291 19.0517 20.6673 21.8082 18.8282 18.6579
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 0.9594655836162902 1.09266583130301 1.5033568469461875 1.6923072129381651 1.0000000180025095e-35 -1.1794202161759346 0.66415532897360485 1.0000000180025095e-35 2.2119996560828836 -0.2704948086101468 1.0794040238867422 1.0000000180025095e-35 1.0000000180025095e-35 -1.0400411975100645 1.4353143596930875 0.85789485202400184 -1.103497810615039 -0.4851739300165801 -1.3764219011834551 0.47772892807091066 3.2890808626209771 0.3189280274888156 -0.31995410406045416 0.6650875607342327 0.67729021820619739 -0.63196957688581024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 8 6 13 -5 -2 10 -10 12 -12 15 -6 -9 16 24 -18 19 -17 -20 -19 -23 25 28 -22 -27 -28 -4 -24
right_child=1 -3 3 4 5 -7 -8 14 9 -11 11 -13 -14 -15 -16 18 17 21 20 -21 23 22 29 -25 -26 26 27 -29 -30 -31
leaf_value=4.0751261536274872e-05 3.6617080266834261e-06 3.8406914057887768e-05 -0.00014903519818986952 -4.8576127515105568e-05 0.00021948018439314911 0.00037208378874860012 0.00015598384215485331 8.5813818986952e-05 -0.00017871631610180881 -4.6495943300738891e-06 3.1722298950457643e-05 -0.00011321380011724176 0.00017409655013857846 -1.1882577785826779e-05 0.00041964639293132043 -9.1874860190845943e-05 -0.00052008277638654159 -0.00019590836128892831 -0.00024054532569342426 0.00010767033624522406 0.00010509182797646875 -0.0006970568716405817 0.0002835337321139369 -9.4561401069106384e-05 0.00024949421826729536 4.16650497091311e-05 0.00086714680351215369 -7.5860154637496068e-05 -0.00032987069810735167 3.3668087382496674e-06
leaf_count=29559 52958 21518 28612 23492 3107 1788 2680 5368 5182 85487 22000 8282 1760 3387 857 38476 756 2745 1296 3862 2473 269 1678 1443 628 440 573 173 6057 5025
internal_value=0 -0.0136476 -0.018222 -0.0280026 0.0256227 0.163881 -0.025513 0.0184995 -0.0376031 -0.0119669 -0.058792 -0.00966499 -0.0790182 0.103744 0.142391 -0.0846479 -0.130402 -0.02909 -0.0548893 -0.0748044 0.0803917 -0.00197959 0.0615567 0.140612 -0.174914 0.232408 0.470353 0.689444 -0.187013 0.0831445
internal_count=361931 332372 310854 251671 34454 8282 26172 59183 217217 90669 126548 30282 96266 6494 6225 94506 45770 10473 48736 42338 6398 9717 6972 5102 35297 3659 1186 746 34669 6703
shrinkage=0.000980392


Tree=4828
num_leaves=31
num_cat=0
split_feature=733 1048 1312 1326 914 1422 276 189 354 1242 570 569 1311 82 639 428 710 560 1381 833 1178 243 1313 1469 62 1454 1463 1449 1462 1467
split_gain=13.9066 15.2074 15.192 16.7436 15.4217 16.7587 17.1747 16.6231 17.6669 16.6415 22.5215 20.584 16.7681 16.5465 19.116 18.6283 18.4081 17.8718 16.4326 17.8728 16.793 15.9139 14.8811 14.7505 21.7621 18.8499 32.9528 25.6175 26.7495 23.2797
threshold=1.0000000180025095e-35 -1.0627241715616391 0.31519285594324048 2.15724710703013 0.35828911833141203 -0.47136562738859977 1.1069814055719449 1.0000000180025095e-35 -0.99145629760284248 -0.87382699986152723 -0.98850629031482007 0.45883949048407691 0.17369058438930005 -1.0287172060780065 -0.74014738693428772 1.9213959352038696 0.58490922807009926 -0.042189322292906714 -0.76817995453555066 0.15636686492461402 -0.16437668766101757 2.192032460598631 0.13569236905633339 -1.0470123060412753 -1.2811150420666217 -0.91909735138557946 -0.37812388882570003 -0.016736665957810089 -0.016142070564296743 -0.046647989323654125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -4 -6 9 11 -11 -9 -12 14 -10 18 -16 -18 19 -15 -21 -8 -7 -3 -25 26 27 29 -29 -26
right_child=2 23 4 -5 7 22 21 8 13 10 12 -13 -14 15 16 -17 17 -19 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-5.1966757195732076e-05 -2.737636994421487e-05 4.1357159577161575e-05 -0.00032603142711640069 0.00026034545659937782 0.00010365474377885069 -4.0298124710448487e-06 2.1966917221714597e-06 0.00063031239343444654 -0.00090616372407816481 0.0020806754095239795 -0.0010132884834370981 0.003698247170359421 0.00057302900911607375 -0.00043667355867164502 7.5671133922596904e-05 0.0007824096675150379 0.00037334863620118219 0.002526551096216694 -0.00055989107842648251 -0.00042044276467009405 0.0016093352537516041 0.0014005914022334463 -0.00024916562580664639 -5.5441754836892786e-05 0.00052893399272979159 6.9792781759564185e-07 -6.5768793858964891e-05 7.2567985886451454e-05 -0.0012304860402571913 8.9438771351872193e-05
leaf_count=36747 48741 37482 5094 1144 4298 6025 503 56 135 32 129 22 105 213 417 83 96 42 1877 50 60 36 2609 43274 1630 166029 2915 995 150 942
internal_value=0 -0.00310127 -0.0435152 -0.019998 -0.107318 -0.16002 -0.278354 -8.85026e-06 -0.17505 0.443961 0.0720261 1.54667 -0.290008 -0.259432 0.206863 -0.378649 0.48571 1.41249 -0.445432 0.137554 0.908339 0.159712 -0.0825778 0.00259123 -0.00516213 0.00537702 0.126558 0.264234 -0.0299869 0.384758
internal_count=361931 290164 71767 49885 21882 14267 5633 7615 3317 344 266 78 234 2973 690 2283 555 138 2200 323 110 539 8634 253417 215935 172661 6632 3717 1145 2572
shrinkage=0.000980392


Tree=4829
num_leaves=31
num_cat=0
split_feature=815 1154 1436 1097 789 896 933 513 583 958 1457 716 1312 675 996 657 869 1259 1469 885 910 766 900 1048 707 635 1032 1023 287 210
split_gain=16.0563 44.3236 22.0253 22.6483 20.3366 20.0047 29.7212 28.4033 29.4877 26.424 21.7316 20.4576 20.0339 19.3996 18.8152 18.2377 18.0519 19.2772 17.8429 18.4325 17.4761 22.1688 18.9971 17.3823 17.2589 17.229 17.1428 21.7428 17.7622 18.7611
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.64966988391888181 1.1248358748350926 0.42670496010513392 0.68806224955729689 1.0454229551509682 -0.55326332990463356 1.0000000180025095e-35 1.8601767835506282 -0.69209399053639031 0.44728035458284982 0.44359160413691395 1.0565563832172893 2.2603408215975165 -0.57653763495970078 0.57229049642700502 -1.2673214316849539 4.8263866747680533 1.0440498418533453 1.0728755534518195 1.2044253514846195 0.55086565248028074 0.43610347692429446 1.6744187979141905 0.61450512789118727 1.6466969136823597 -0.73147855645021898 -1.3915117760323767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 -4 5 6 7 10 -9 11 20 -10 -7 24 -13 -8 17 -15 -1 26 21 22 -2 -16 -6 -17 27 28 -20 -30
right_child=4 -3 3 -5 13 12 15 8 9 -11 -12 14 -14 16 23 25 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.8367245609875584e-05 3.4510782800680952e-05 3.7855455675030442e-06 -0.00016541103634261348 1.3561264406336491e-05 -4.6005745227530006e-05 1.8083032701778842e-06 -2.1600948053525269e-05 -1.2367360544503966e-05 -0.00046736256823225842 4.5591846828506519e-05 0.00020704549443048353 0.00032404197174798835 -9.8365233047315221e-05 -1.3581122521834433e-05 -0.00017100970935116588 -0.0006825057341740033 0.00012723376799816694 -0.00056717481068973674 -0.00023029277886375319 0.00040389534622670679 -0.00010806511203621589 -7.5872315202128593e-05 0.00017971548287608503 0.00046771244131940518 -0.0001879784254732204 -0.00014704885244565792 -0.0002086763536502399 -0.0003281239694381085 -0.00053007005425685443 -2.0198380579209398e-05
leaf_count=3024 43062 89654 8317 18713 17097 46454 18776 4533 153 3874 2969 6174 14045 1296 698 419 4305 407 7065 284 4868 9085 4570 265 6816 1513 17993 2641 1218 21643
internal_value=0 -0.0286129 -0.0800047 -0.0237864 0.00359015 0.0134635 0.0325923 0.052153 0.134031 0.194139 0.0303356 0.269571 -0.0197175 -0.0518887 0.287027 -0.0434092 0.0558127 -0.133628 -0.118102 -0.135486 0.0207644 0.0319535 0.0504096 0.00513093 -0.0840017 -0.251897 -0.141549 -0.0977747 -0.0708067 -0.0353783
internal_count=361931 170552 80898 27030 191379 161458 100959 80251 15697 11164 64554 7290 60499 29921 7137 20708 6008 1703 53868 50844 61585 56717 47632 963 23913 1932 50560 32567 29926 22861
shrinkage=0.000980392


Tree=4830
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 938 705 150 801 507 763 906 566 1470 590 51 579 760 1121 1010 491 1316 995 5 638 635 218 665 678
split_gain=20.2081 15.5833 18.1537 18.1581 17.9742 23.3718 23.1338 23.6207 22.0691 25.5086 20.7098 18.4582 18.9948 17.5775 16.8376 16.7342 17.6347 17.4135 18.3397 20.1685 17.5112 19.1535 17.1764 21.0274 21.1657 16.8041 16.6943 16.6849 16.6506 26.9863
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.3847065924170836 -0.94436335543983552 1.4302281316754546 0.65809631222906606 2.3356415210353689 0.27738917569640958 2.1059719136688364 2.3313874147227929 0.58895901036483078 1.0000000180025095e-35 1.0000000180025095e-35 -0.50651532704525792 0.80106270623882148 1.9615424434015647 1.1154736840864024 -1.0964896672441145 -0.49830159603384189 -0.57870520457483499 1.507070406018538 -0.73395965499931781 1.8059693969379349 3.0858555402564884 1.6243751288565669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 26 10 6 7 27 -9 11 -2 28 -13 -7 -8 17 -17 20 19 -19 21 22 -12 -24 -25 -26 -3 -6 -10 -30
right_child=1 2 -4 -5 5 13 14 8 9 -11 15 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=4.3267413719536288e-05 -7.995549075912408e-06 -0.00027805388802190737 0.00015661405992116388 6.5604582587182886e-05 -2.6397763043930661e-05 -7.5196218702119094e-05 -5.3257752454304311e-05 -0.00012394695320461422 4.4519812277107831e-05 -0.00010364936121388897 -0.00016838372137657548 0.00039163748492682495 -0.00046275278833467383 9.6421643381015311e-05 -0.00035496283126229577 3.5707541162787131e-05 -0.00049541499659265184 0.00018476547160891553 0.00040418282467288245 -0.00060613368984036519 -0.00027972106765620396 -0.00026465789597889769 0.00033312689825314937 -0.0002645070730919107 0.00010753763817753692 0.00083693715529879048 -2.3836886358873715e-05 -0.00023520846265102073 0.00044645697408838729 -0.00051852476380827945
leaf_count=29559 48652 1645 4398 9681 54410 82198 51874 5207 43494 5344 828 1238 157 3066 1221 919 468 747 1655 190 565 602 2242 790 1367 158 5794 2346 963 153
internal_value=0 -0.0175822 0.0381299 0.00582646 -0.0224022 -0.0318676 -0.0166293 0.000929864 0.0315683 0.0436805 0.0131514 0.0596205 0.312877 -0.0682292 -0.0609529 0.099705 -0.12591 0.13314 0.278805 0.0402389 0.0712649 0.10748 0.148705 0.197003 0.044306 0.188896 -0.0755833 -0.0352821 0.0520901 0.317287
internal_count=361931 332372 21518 17120 310854 251671 166407 113312 56556 51349 59183 46005 1395 85264 53095 10531 1387 9144 2592 937 6552 5987 5385 4557 2315 1525 7439 56756 44610 1116
shrinkage=0.000980392


Tree=4831
num_leaves=31
num_cat=0
split_feature=785 516 789 452 506 564 564 921 728 651 713 689 507 924 776 698 420 413 637 515 174 854 797 215 1324 338 192 499 970 761
split_gain=14.1106 14.1991 24.5865 21.4415 57.9195 29.3803 20.4336 18.831 33.1832 34.7722 30.2248 28.5897 28.7121 25.3917 22.576 22.134 21.831 20.587 19.519 18.6234 18.4085 18.201 29.2116 19.4262 18.0168 17.9792 19.3941 17.9306 17.9168 17.9151
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 0.60725649753328859 -0.33605752069368178 1.4188032667957222 2.1518408528082529 1.0525743831388839 -1.3163276726681863 1.1107569744011787 1.0000000180025095e-35 -0.4288425582216272 1.0941628986121894 0.38785916688843908 2.5659293755304176 -1.2736515185629249 -1.0637443981837893 1.0000000180025095e-35 -0.92600301189261114 1.4353143596930875 -0.32966149102970849 -0.87473648844905705 0.63961785378869596 -0.41720443475304719 -0.87328332427870226 0.84835182578422852 2.0337458187704693 -1.4741951044828177 1.1936661863782143 -0.38432302656619804
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 5 -5 19 -4 8 9 11 -9 25 15 21 17 -13 -14 -12 -18 -2 -6 22 -10 -24 -25 -3 29 -16 -26 -27
right_child=1 2 6 4 20 -7 -8 10 13 -11 14 12 16 -15 27 -17 18 -19 -20 -21 -22 -23 23 24 28 26 -28 -29 -30 -31
leaf_value=3.6184614203077502e-05 -5.4577370463641578e-05 -0.0001041092325244777 -8.5309445298728547e-05 0.00026001876213527231 -0.00012720446166303808 -0.00016959443981101409 0.00020820183334344111 -0.00012089845265798314 -2.8557622293167633e-05 -0.00016983576012879451 1.8634636958178338e-05 -5.8753462603521602e-05 -0.00019953955066031394 2.6788440720588142e-05 0.0011458131805129883 0.0001621819585026254 4.6256549454430765e-05 0.00016332441127770797 0.00046092429873016477 1.9898776023045738e-05 3.285459779412624e-05 -5.3789165877254806e-05 0.00064119404084930635 -0.00071567364221777148 0.00030286971176276682 -5.4662199042821382e-05 -0.00053726605255338721 -0.00091172629786385236 -0.00093560648478891242 0.0003772809850605852
leaf_count=29559 80446 4360 22622 4108 7823 10410 1102 3563 4213 2539 7921 3550 370 40453 25 7401 656 11776 2377 27590 9902 75428 525 110 844 749 180 235 55 1039
internal_value=0 -0.0147888 -0.00244067 -0.0346815 0.0347752 -0.0486253 -0.0711545 0.00759169 -0.00276703 0.0740903 0.0660036 0.104437 0.159623 -0.0191002 0.10006 0.100433 0.328847 0.10743 0.384051 -0.0358118 -0.0331277 -0.0441883 0.0762651 0.316793 0.152713 -0.0211027 0.14658 -0.670896 0.239137 0.212404
internal_count=361931 332372 192093 140279 21833 118446 23724 168369 144849 23221 23520 20682 14354 121628 19957 10951 3403 19697 3033 108036 17725 81175 5747 1534 1009 6328 1968 260 899 1788
shrinkage=0.000980392


Tree=4832
num_leaves=31
num_cat=0
split_feature=1216 149 911 1174 11 1175 1313 137 706 1460 897 1039 562 428 772 820 1467 1039 759 5 1134 361 1457 1249 1317 282 1321 979 1047 776
split_gain=9.04958 17.0856 15.3671 17.6601 15.415 15.8509 15.8503 15.1303 14.5619 14.3071 14.0753 13.9342 13.4292 13.4148 13.9858 14.9757 13.3727 14.9768 15.3562 13.7696 13.1544 12.9112 14.668 18.282 13.7909 14.2607 13.5537 13.3147 12.676 16.0022
threshold=2.3855481443271001 -0.055053868871980195 1.3284833505957887 -0.17385686884342769 0.83869937543234807 0.17281249406598873 -0.35806366413540319 0.1532919749078441 -0.021001854390757971 2.0938216580480371 -0.51322934931098307 -1.1294499173062889 0.44222501377820805 3.0797222439295395 -0.15376522887176289 1.3142566725829428 -0.22850596842293014 -1.0000329072261207 -0.87083465198815924 -1.5895958938846839 2.0797189844638093 -0.093380478954722582 -0.38605872557867443 -0.47362905761796148 -0.85701443687089329 0.40593821795738422 -0.44289710645651836 -0.15478971427517244 -0.99361794189606789 0.36648698000231644
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 10 13 -7 -4 -10 14 15 28 -5 -18 -19 -20 21 24 23 -23 25 -21 27 -24 -3 -30
right_child=1 9 11 16 5 8 7 -9 12 -11 -12 -13 -14 -15 -16 -17 17 18 19 20 -22 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.442267626710307e-05 0.0011463058183458887 0.0072526534396230545 0.088739757720297033 -0.020065006681631751 -0.034811438199443039 0.081367743947357074 -0.0091091290905287222 0.08703208127936865 0.11660778232717933 -0.046098889207728116 -0.018763100305177093 0.012386285768471277 0.0034393827163980112 0.057780085683242423 -0.0018917949843894164 -0.04509296515930851 0.034180454913824758 -0.038994063884664462 0.10027762620262481 -0.0081167794569029211 0.052352614076707785 0.085489426336435623 -0.0255315103004107 -0.0016910990516471683 -0.035436620602750407 0.11910883466650637 -0.039225880813409018 0.067249561243023517 -0.026714993389773456 -0.00097403119494731327
leaf_count=349058 2253 586 37 1577 127 31 65 44 67 181 60 841 27 44 2834 365 173 295 26 81 61 71 71 108 425 26 207 45 1365 780
internal_value=0 -0.0763624 0.0211218 -0.040904 0.11866 0.579413 0.0755485 0.746094 1.10267 -0.183836 0.401649 0.310849 1.807 -0.158847 -0.17245 -0.312366 -0.198041 -0.0126445 -0.128548 0.0196347 -0.033859 -0.130279 0.199505 0.798161 -0.468135 0.533264 -0.218325 0.47482 -0.242595 -0.343032
internal_count=361931 12873 6718 5840 2674 421 236 109 185 6155 91 878 94 5974 5930 3096 3166 1589 1416 1121 1095 1034 502 179 532 107 323 116 2731 2145
shrinkage=0.05


Tree=4833
num_leaves=31
num_cat=0
split_feature=1426 216 49 51 1120 1461 871 1322 275 643 1326 79 12 386 209 983 774 908 829 1398 1076 281 562 1454 87 846 547 628 834 1149
split_gain=9.02905 13.9197 16.5166 16.412 16.6711 15.3574 15.781 14.6583 17.3092 20.9834 16.2403 15.7686 16.0796 15.4109 17.2847 16.831 15.694 17.0092 16.147 15.5964 14.872 15.6589 14.4964 13.9829 13.9629 13.9254 15.3146 20.9354 15.1608 14.8931
threshold=1.0000000180025095e-35 -0.80229350577587755 1.0000000180025095e-35 1.0000000180025095e-35 -0.026743129244189669 1.5692664354072514 4.3041760366803246 0.22009261925476312 -0.44967007003804177 -0.70057572354603204 1.2459204158970414 2.1084086065688439 2.9002227499303679 -0.5842495347762191 0.83611370483461478 0.1055128686483968 -0.1068278804726729 -1.1984922139071583 -1.088616376181281 0.11248932315029837 -0.58297395077464731 0.48643791890827709 1.941543659007104 -0.74726004084035758 -0.56217846910642255 -0.37128847976410423 0.98135085155200674 -1.359991787990285 1.4241406108572547 2.1900270400044222
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 9 -4 -11 12 13 14 15 16 17 24 -19 -18 21 -17 -5 -7 -9 29 -27 -28 -29 -10
right_child=1 2 5 22 -6 23 -8 11 25 10 -12 -13 -14 -15 -16 20 19 18 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.00029304974951969298 0.006589396734676102 -0.00026145254774673845 -0.024268823605597359 -0.0014939201875844514 -0.0008933576759202551 -0.037081713298616044 -0.052525899053566576 0.10643650812477444 0.0022984144349990315 -0.0067541486144232724 0.020479885142636611 0.012641857219055084 -0.055850718606155071 -0.0090842563021390106 -0.022961936356205751 0.0042123177918526383 0.012457308448223242 0.082257588095248815 -0.013105241570810569 0.051182294361029737 -0.01442971593170413 0.086361627493165727 -0.022582991941740037 0.0062591284192943727 0.011891395146244035 -0.0016172104919572338 0.040829385104596945 -0.024932587199359271 0.016892642768227245 0.032493613763806453
leaf_count=226490 10549 56146 1279 10454 7271 152 256 24 9897 4752 333 666 123 14223 396 139 356 33 539 218 956 37 714 3100 72 10645 99 1617 195 200
internal_value=0 -0.0193968 -0.0330424 0.0282525 0.0714137 -0.068725 -0.0816691 -0.079257 -0.0417175 -0.163058 -0.0917579 -0.137225 -0.152494 -0.145951 0.024463 0.105923 0.290255 0.0145525 -0.160776 0.556788 -0.137277 0.469878 -0.0515324 0.0940269 0.938663 -0.00682636 -0.069826 -0.314955 -0.398648 0.0627846
internal_count=361931 135441 106453 28988 17820 50307 47055 46799 29017 6364 5085 17782 17116 16993 2770 2374 1242 668 572 574 1132 176 11168 3252 96 22653 12556 1911 1812 10097
shrinkage=0.05


Tree=4834
num_leaves=31
num_cat=0
split_feature=785 516 789 564 564 452 921 728 651 713 689 661 507 924 776 413 698 512 499 980 768 705 280 338 192 761 854 797 215 1324
split_gain=14.5394 12.9648 21.6044 20.8575 19.0234 18.3766 18.1607 32.2675 34.2515 29.865 29.3729 27.3042 28.69 24.6385 22.5175 21.4976 20.6637 18.0098 17.9487 17.9255 26.4789 18.2437 19.3326 17.9048 19.4658 17.722 17.7192 28.7686 19.3196 17.8852
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4188032667957222 1.8264116105874431 0.60725649753328859 1.0525743831388839 -1.3163276726681863 1.1107569744011787 1.0000000180025095e-35 -0.4288425582216272 0.48553334710836543 1.0941628986121894 0.38785916688843908 2.5659293755304176 1.0000000180025095e-35 -1.2736515185629249 1.0000000180025095e-35 -1.4741951044828177 1.2980170845446077 1.2305645732677049 0.93719784564259367 2.0432670570295848 0.84835182578422852 2.0337458187704693 -0.38432302656619804 -0.87473648844905705 0.63961785378869596 -0.41720443475304719 -0.87328332427870226
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 -2 -4 -5 7 8 10 -8 23 12 16 26 15 -11 -12 -7 -16 21 -21 22 -15 -3 25 -25 27 -9 -29 -30
right_child=1 2 4 5 -6 17 9 13 -10 14 11 -13 -14 19 18 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=3.9074529558636029e-05 -2.1213660704381676e-05 -0.00010572691178600379 -8.1302014475988728e-05 -0.00016763235647088316 0.00016958835974613368 0.00038872347071503758 -0.00011990520253005064 -2.7654708963593344e-05 -0.00016806197586370801 1.6492534178235937e-05 -3.1752424083580675e-05 -6.8377626065329908e-05 0.00037669084688776537 2.49051517325348e-05 0.0011469363937403867 0.00016439456073004638 0.00020105312093155831 -6.7161746239265954e-05 -0.00091140444228465811 -0.00019029582165978819 0.00030354928818597282 0.00012934901421663054 -0.0003135547220022597 -5.5270002633610206e-05 -0.00054112965933112084 0.0003744438738934542 -5.195823383149876e-05 0.00063876253426846353 -0.00071413253190404633 0.00023295335137773763
leaf_count=29559 127632 4360 22268 10410 1456 554 3563 4213 2539 7921 2911 2511 2833 26747 25 11776 6099 1683 235 3247 591 8706 1162 749 180 1039 75428 525 110 899
internal_value=0 -0.0126336 -0.000829584 -0.0316585 -0.0653197 -0.125822 0.00857354 -0.00160487 0.0742084 0.0659569 0.104327 0.160293 0.20173 -0.0177213 0.0998225 0.107187 0.13696 0.0655615 -0.67028 0.0280195 -0.114882 0.0444311 0.0140215 -0.0229323 0.144463 0.210396 -0.0424539 0.0764346 0.315188 0.151494
internal_count=361931 332372 192093 140279 23724 12647 168369 144849 23221 23520 20682 14354 11843 121628 19957 19697 9010 2237 260 40453 3838 36615 27909 6328 1968 1788 81175 5747 1534 1009
shrinkage=0.000980392


Tree=4835
num_leaves=31
num_cat=0
split_feature=785 519 588 575 713 934 872 678 486 634 1218 561 332 1436 1223 73 533 900 551 1383 1013 1368 4 1029 562 346 165 293 1065 12
split_gain=16.019 14.8189 18.9486 19.3898 18.198 23.4524 22.6734 22.473 20.7812 20.2112 20.0155 19.7189 19.1034 25.0549 21.7018 19.2111 18.9489 21.3333 20.0297 21.0702 19.2134 23.0182 19.9432 19.208 18.9245 18.7001 19.3872 19.3516 18.6751 18.808
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.0757328524286596 0.34708990927187483 1.8692550303841236 -1.328187176110053 3.9048232315577729 -1.1094667520014705 1.0000000180025095e-35 0.60428344764309971 1.0000000180025095e-35 -0.72381059746420262 1.0000000180025095e-35 0.54117268135534224 -0.66823847936584235 0.083048833323207422 0.54050183860820311 2.0941200464680074 -0.68296856234536429 1.0000000180025095e-35 2.6889784732458417 -0.10321047508264365 -0.8956931617122329 1.7862911167713844 1.0518754624258557 -0.58399151183051878
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 8 7 10 -2 11 16 -9 13 14 -11 -16 17 -6 19 -19 -18 23 -23 -22 -25 -21 -27 -28 29 -14
right_child=1 2 -4 -5 6 -7 -8 9 -10 12 -12 -13 28 -15 15 -17 20 18 -20 25 21 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=3.9027854261656657e-05 4.9055081602574067e-05 -7.648151118930653e-05 0.00016035574863064271 6.8010727333763348e-05 -0.00011540274725976737 -2.64798528394958e-05 0.00015680808293907714 0.00018562016321274131 0.00030188932382263386 -0.0001354555262825511 0.00029136736739385281 -0.00030551358329412886 -4.2415354024786821e-05 8.3154109229661812e-05 0.00012409987690933946 -5.5116656721340597e-05 -4.8677351515171715e-05 -5.7145443031437839e-05 -6.0528134356505624e-05 0.00045856458622814899 -1.6585355605978178e-05 -0.00049879320581973103 0.0012784656958780244 0.00013216209157742228 0.0013716152447553894 0.00091149970608679393 -0.00028389736438523625 0.0011315500327664656 -8.9222058894824246e-05 7.7506071633390015e-05
leaf_count=29559 24611 7439 4398 9681 55723 29802 2968 653 1491 18541 729 3164 7867 6875 3715 12064 75086 2006 14188 1274 14335 37 101 4955 69 123 689 69 4254 25465
internal_value=0 -0.0151759 0.0392008 0.00616734 -0.0198829 0.0173377 -0.0290586 -0.031865 0.0675217 -0.00205583 -0.0497634 -0.205896 0.00421865 -0.0353012 -0.0659601 -0.0105063 -0.0519553 -0.087574 -0.0131124 0.137272 -0.031614 0.0323765 0.863751 0.0248126 0.151706 0.298259 -0.00233236 -0.1595 0.0357498 0.0530276
internal_count=361931 332372 21518 17120 310854 55904 254950 251982 26102 82598 169384 3817 78781 41195 34320 15779 168655 74072 18349 4161 94583 19497 138 19359 5024 2155 881 758 37586 33332
shrinkage=0.000980392


Tree=4836
num_leaves=31
num_cat=0
split_feature=267 395 606 130 1462 230 842 426 128 1049 841 431 412 1183 1210 836 430 1457 691 415 1455 143 357 1258 901 1400 293 641 913 264
split_gain=9.11139 12.9568 12.7566 25.9591 13.9019 13.1026 18.8706 18.2002 17.1966 18.203 16.6573 16.1248 16.9857 15.7955 16.9182 15.7341 15.6953 14.9166 14.7024 16.769 15.0972 16.6815 16.1392 14.8018 15.1489 22.1682 15.4315 14.67 15.1449 14.4595
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.1543936751333881 1.0000000180025095e-35 1.1880714473397529 1.0000000180025095e-35 2.8452088697850004 -0.32369463329582709 0.69365422411982114 0.22088311775258815 -1.8207384637639275 1.8501656426953772 0.80155718986521773 -0.43031981533932223 -0.77804734066170211 -0.38996951971937782 -0.30569595022084806 -0.41944592117090779 0.012471493928559247 -0.046793982337791855 0.40822562400327617 0.21515966252192806 -0.44188865520204146 -0.55523378334831808 1.5285257526796621 0.85935966023991839 -0.37760306295632257 -0.2407982967912875 -1.2702708275456189 1.0406688472030448
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 18 10 9 -9 17 12 -11 -10 -15 -14 -8 -2 19 -7 -21 -22 -23 27 -25 -26 -27 28 -20 -12
right_child=1 -3 3 -5 -6 6 16 8 13 11 29 -13 15 14 -16 -17 -18 -19 23 20 21 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=6.0293010017251711e-05 -0.029564047130781854 -8.8710081243061252e-05 0.022253830263361571 -0.044247577635952828 0.0053418347361210306 -0.0012386997060197455 0.070886379722174458 -0.0087846888182677666 -0.0092138373486838048 0.0024286655795977045 -0.014128135962610222 0.10574053643505305 -0.03302948147615091 0.0012034108517815219 0.051508953806972693 0.061227037105078458 -0.028315474619722805 0.06389343285197302 0.048408115773059777 -0.030032203472018532 -0.023049375575271917 -0.037761244478406349 0.069138500873582365 -0.031800547147743774 -0.017824436308825256 -0.033033658370927331 0.14470634089649351 0.012800629837214082 -0.039868267643657536 0.012281375055617366
leaf_count=316545 78 23400 513 127 1919 2930 67 2755 272 1416 5133 22 38 251 355 106 47 124 57 1334 245 54 66 2285 284 28 62 650 401 367
internal_value=0 -0.0388109 -0.0941423 0.23703 -0.109336 -0.135867 -0.232 -0.072737 0.0371091 -0.0282976 -0.199878 0.179066 0.145402 0.413167 0.668404 0.86666 0.775142 0.698423 -0.253894 -0.147096 -0.417115 0.102575 0.819102 -0.418254 -0.551763 0.209849 1.87443 -0.0821805 -0.544667 -0.230576
internal_count=361931 45386 21986 640 21346 19427 8510 10917 5215 4337 5702 1582 1560 878 606 144 114 202 8396 4629 1699 365 120 3767 2659 374 90 1108 458 5500
shrinkage=0.05


Tree=4837
num_leaves=31
num_cat=0
split_feature=470 464 834 1057 1317 692 1325 408 351 155 1450 979 952 559 691 287 308 1035 552 765 1053 771 1161 1246 1082 561 499 549 1002 1248
split_gain=9.12539 18.0558 14.4881 14.9784 16.8555 16.8621 17.4171 16.1844 18.4736 15.6142 15.5128 17.7735 20.218 16.2531 15.5397 15.6531 15.8629 19.6125 17.7267 15.3162 16.2674 17.3274 15.2707 19.5522 18.7059 16.3903 16.5672 16.3965 15.9539 19.0408
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.8244089606515439 1.9724814359380793 0.47222811356503097 1.9064578893329995 -0.24178525832039952 -0.34083657021421804 0.98400482626685071 2.1640528526356166 -0.096233191357337364 2.0562011340654665 2.1959287347188257 -0.03653806309566545 1.2472709466282978 1.0942889170470016 1.0000000180025095e-35 -0.27037048198218422 0.056354723903232713 1.7133130800892193 1.0655835042202262 -0.35316092145239897 0.37865881405819368 1.2492555446608287 0.54210842497312506 -0.89079202711225747 2.8034404627290765 1.0000000180025095e-35 1.0000000180025095e-35 -1.0408762328382462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 22 -7 -3 10 -10 13 12 19 14 15 -9 17 -17 -18 20 -12 -22 23 25 -25 -6 -27 -28 29 -24
right_child=-2 2 -4 -5 5 6 -8 8 9 -11 11 -13 -14 -15 -16 16 18 -19 -20 -21 21 -23 28 24 -26 26 27 -29 -30 -31
leaf_value=-0.0025619001456061719 0.00036961139513956077 0.0002947932372882206 -0.0071083055964319027 -0.0053260821728813041 0.0026452315882554787 0.041964979961219978 0.0034590787685284466 0.0063849528449959336 -0.0056860285726660301 0.040346149525293085 0.011783720698138883 0.035252327578777908 -0.025119840521492378 -0.0019739583619196098 -0.011010209662523758 -0.0034200194057978032 0.14848013851595082 0.038077975630550397 0.026733709493665998 -0.015212642325440904 0.012432131580185855 -0.021508919836051181 -0.025620004840370459 0.0008511446090783796 0.030588979961539694 -0.0083619746637118401 -0.0072806972534531769 0.070522069906773691 -0.0074709230775008659 0.0085001905636217789
leaf_count=80814 191352 33587 3987 5745 2547 218 552 4613 3231 111 6940 304 240 5994 685 285 22 303 33 397 442 486 274 1561 386 11795 79 62 1406 3480
internal_value=0 -0.0170294 0.00326416 0.00936674 0.0176164 -0.0381513 0.304913 0.0382812 0.0851104 -0.0828892 0.110314 0.182246 0.161945 0.0534677 0.135987 0.174854 0.502849 0.387938 1.58801 0.180823 0.200966 -0.11045 -0.0505808 -0.0889457 0.150598 -0.118202 -0.156729 0.620003 0.053723 0.130254
internal_count=361931 170579 89765 85778 80033 22360 770 57673 24086 3342 20744 8809 8505 11935 5941 5256 643 588 55 8265 7868 928 21590 16430 1947 14483 11936 141 5160 3754
shrinkage=0.05


Tree=4838
num_leaves=31
num_cat=0
split_feature=785 728 519 728 869 921 783 791 861 1229 650 648 704 813 657 588 575 518 645 973 416 402 580 1178 553 924 978 633 432 589
split_gain=15.5918 14.2081 14.1721 19.3617 20.9444 22.0044 37.8494 22.7894 27.1637 30.108 20.1066 19.6257 19.5608 19.0776 19.0606 18.776 19.1049 18.5576 18.422 19.0854 18.1367 18.0484 17.82 17.4645 17.061 16.9168 17.6345 17.323 17.0427 22.4202
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.6923072129381651 1.8166789435549495 -1.1956137993399691 2.1641256470006294 0.72755686970153477 0.71188872395471614 1.0000000180025095e-35 1.0794040238867422 1.0999280683389623 -0.3520936843062038 0.90571909922259353 2.9541164636104842 1.0000000180025095e-35 2.8587217167753018 -0.70113916377037711 1.8999064755685127 2.6375975511520715 -0.96673487256783863 -0.50162633948236224 0.34879007543356905
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 7 -7 13 -9 11 18 12 -10 -5 21 16 -4 20 19 -2 -12 -8 23 -14 -11 28 27 -27 -6 -30
right_child=2 -3 15 4 25 6 14 8 9 24 17 -13 22 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00010577995734997693 3.315461990704837e-05 5.5055661545669245e-05 -7.6485982897980451e-05 -5.2542868422332824e-05 -2.0777191375943309e-05 -1.0430521881864434e-06 0.0002722893628678092 -8.8250743518869306e-05 -0.00026039454733816177 0.00066612270486754487 2.1970583279170719e-05 0.00022522471765006291 -4.7194604477594277e-05 0.00010276581017433463 -0.00017917196874139797 0.00015913641549522925 6.700921716620499e-05 0.00041680140212887589 9.8458475926347294e-05 -6.0525117268520856e-05 0.00036501250084961851 -0.00071632293230350103 8.5896666143271829e-05 0.00053558056227629965 0.0001958503773896051 -0.00027170216302737726 -0.0011790109573370632 0.00014464719714667426 -0.00013296887332657115 -1.3636877737453323e-05
leaf_count=3396 20388 26163 7439 94773 27051 18652 4470 11003 2150 430 4478 2316 13334 3837 507 4398 9681 857 7761 24809 890 82 13094 324 1435 937 74 4314 38975 13913
internal_value=0 0.0395901 -0.0147323 -0.0193387 -0.0291813 -0.0147379 0.0488257 -0.0264227 0.0192708 0.0519744 0.0176229 0.0321977 0.0139225 -0.0463517 0.213735 0.0384702 0.00556959 0.140407 0.00299142 -0.0159147 0.0857145 0.258725 0.0279852 -0.0350913 0.312227 -0.0636838 0.0737921 0.0903415 -0.0736057 -0.101716
internal_count=361931 29559 332372 310854 251671 166407 23711 142696 44086 33083 59183 31218 28902 98610 5059 21518 17120 6225 52958 45197 5368 4552 26752 13658 1865 85264 5325 5251 79939 52888
shrinkage=0.000980392


Tree=4839
num_leaves=31
num_cat=0
split_feature=281 761 978 360 1179 1468 976 1176 1247 1179 307 1388 75 1380 418 361 966 152 967 561 557 363 283 1318 85 217 1331 1257 18 89
split_gain=9.11427 14.9319 18.252 19.0819 14.9099 16.451 17.1857 16.2209 14.8816 18.0719 16.1264 22.9361 18.1125 16.6633 16.5887 15.0957 15.0752 17.7407 16.3399 17.3811 17.0193 14.6562 15.4295 14.7135 14.5566 14.517 14.3517 14.2851 14.1283 14.1224
threshold=-0.51683025384530856 2.4130835502434373 0.40382608528515296 1.6576740355473261 0.50854711389057927 0.71479030472382699 -1.2367934913579079 2.4574432547288643 -0.30755597174893712 0.55582200743559584 1.8865817730002896 -0.068544750452446887 1.9350756562531128 -0.77733911674745004 0.768155522661088 0.98111669145643376 -0.30427876968364748 1.8319137041033626 -0.78840769289016721 -0.28741176769572507 0.24857874439620956 -0.76377474515050958 -0.56487102795372002 2.5343177771244805 -1.4086398372399123 3.3403425624161018 2.0643790778798681 -0.84563648432636485 -0.58120159412627992 1.5953386720280458
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 28 -1 7 -7 8 10 26 -6 -12 13 -13 -15 -16 17 18 19 -11 24 29 27 25 -21 -24 -10 -23 -3 -18
right_child=1 2 -4 -5 5 6 -8 -9 9 16 11 12 -14 14 15 -17 21 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002213238240252684 0.00011448365381735915 -0.0075695779451332539 0.017932662563389254 -0.023102540940231647 -0.010448940656804667 -0.026259063942472113 0.0050150553592610498 0.029844585783443275 -0.028057227624271111 0.017058173123163003 -0.014586713216633027 -0.010836672420707462 -0.060536160703367758 0.028940915675496465 -0.045701713487408924 0.077982647841106867 0.016396944204085408 0.018911334137145987 -0.013200217258671943 0.050008468583098722 -0.05499361793580252 -0.043524764866634064 -0.0056113184517295016 0.058392604730634727 -0.010007284555953472 0.072360656471339921 0.048952791587409165 0.011528141705883697 0.0084765553253631672 -0.035420353843757461
leaf_count=85842 239527 1047 1178 344 10033 311 4420 191 627 621 1003 291 67 778 129 20 1276 339 3676 65 124 82 4594 56 519 28 34 1511 3090 108
internal_value=0 0.00520439 0.121108 0.0502434 -0.0210002 -0.0684249 0.0634811 -0.0938128 -0.0995135 -0.0440349 -0.165164 0.0315152 0.239632 0.299844 0.461828 -0.473499 -0.0244553 -0.129717 -0.171901 0.060162 -0.224607 0.0432547 -0.00759656 -0.0839336 -0.0443641 -0.0995784 -0.460831 0.185096 0.0948449 0.267171
internal_count=361931 245186 5659 4481 116745 30903 4731 26172 25981 13660 12321 2288 1285 1218 927 149 12999 5344 5005 1329 708 7655 6271 4678 584 4622 661 1593 4137 1384
shrinkage=0.05


Tree=4840
num_leaves=31
num_cat=0
split_feature=785 1465 1452 1147 1313 1467 1458 72 923 767 1459 1458 1452 621 1469 1464 629 558 1459 1075 15 1469 423 1469 761 1181 560 620 1304 290
split_gain=9.06198 10.5828 14.6657 17.4891 18.9879 14.7375 13.7791 14.9027 15.5181 14.4537 13.6057 15.8431 13.3971 14.0922 13.0907 20.6207 15.2613 13.0702 12.6084 13.6123 12.9325 16.6368 17.4174 12.5684 12.4176 12.2961 11.8594 11.7628 16.4057 14.7288
threshold=-0.86283290253235112 -0.47452119297694806 0.32331123534916567 1.0000000180025095e-35 -0.19854248418114986 1.0218964722751724 -0.26164771434118567 1.4923444074018299 1.0000000180025095e-35 0.67919022180128097 -0.1446085600927958 -0.38373252452445611 -0.65711656188160184 0.48945333828478271 0.062401505235820713 1.2889961725844452 1.7540977929717843 -0.3184943813953785 -0.0082725336293530856 -0.59407093791631038 -0.36239634086132749 -0.96833047545424733 1.116336887536822 -0.51590994957883562 1.2857704521261215 -0.23974517858759761 -0.72268911472291719 1.1734518836084071 -0.34281947587212225 -1.4274329619950035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 10 9 -9 11 17 -13 -14 -4 16 -16 -1 -12 -20 -21 -22 -23 -7 -8 -25 -19 -3 29 -29
right_child=-2 27 14 4 -6 23 24 8 -10 -11 18 12 13 -15 15 -17 -18 26 19 20 21 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.021068419800910773 -0.00031666258153051726 0.0043310642327847315 -0.0040805801907781557 0.0032740261371213583 -0.025007292925079468 0.036755551380422878 0.0084833955343928107 -0.059738002931102763 0.01928839096508439 0.027383638195998667 -0.044781457906303029 0.024484249555098994 -0.012357196871482609 -0.069332773883344009 -0.034316034717392883 0.047057512438405696 0.043242112676988111 -0.039510379299952436 0.019031027978484539 0.012153851419402163 -0.073050900268063892 -0.0070670922253846542 -0.074244705163069288 0.033426930847382845 -0.043899505630426695 -0.019169681362000909 0.0047726726512243682 0.039120047776414528 0.0017687383107767931 -0.02531683481146875
leaf_count=671 332372 16872 1899 603 628 291 2933 159 62 23 138 68 188 80 605 43 69 95 206 180 77 420 65 94 60 138 700 47 1532 613
internal_value=0 0.0352355 -0.0227987 0.0248635 -0.224764 0.0701513 0.0387922 -0.065057 -0.598148 -0.92435 -0.0199629 0.0970164 -0.337513 -0.575156 -0.174036 -0.46455 -0.589215 0.197475 -0.22345 -0.133548 -0.277407 -0.4502 -0.297743 0.429047 0.148974 0.0387798 -0.000556615 0.0668297 -0.0922023 -0.4031
internal_count=361931 29559 10495 7879 1231 6648 6125 3132 244 182 2888 1802 336 268 2616 717 674 1466 1086 948 742 562 485 523 2993 232 795 19064 2192 660
shrinkage=0.05


Tree=4841
num_leaves=31
num_cat=0
split_feature=1097 1470 407 51 967 795 854 797 613 485 1103 885 1179 990 567 633 418 221 519 207 1253 1257 1106 705 623 696 1124 1379 220 1047
split_gain=13.5579 19.8359 18.3344 18.111 17.3729 16.8717 22.3415 56.5839 26.0973 22.2942 20.8647 19.9926 22.6261 20.3601 21.0223 21.3632 19.8972 19.6872 19.6123 18.6768 20.3586 18.3005 18.134 18.0618 22.8468 22.6291 21.6238 17.8981 19.2845 17.6005
threshold=-0.64966988391888181 -1.1535394197080833 -1.2965003005540392 1.8613588887694643 -0.7962285636772185 -0.29258408639884992 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.94578963118733916 1.4870550753895133 1.0000000180025095e-35 1.8755794522339773 0.22046490535518015 1.4784937406783569 1.4871122038500981 -0.55574200328751278 -0.92847851236361134 1.0000000180025095e-35 -0.11263483363064315 -0.38540825350613467 -0.4620034379364461 1.4438758691062563 0.74446833870346218 -0.047398826616434804 -0.75445075474433554 3.7018204428329469 -0.3184798163412213 2.5215721160279814 -0.72620415049764853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 23 7 18 10 16 11 12 -8 14 22 -16 -10 -11 27 20 -18 -19 -13 24 25 -4 29 28 -7 -26
right_child=2 -3 3 4 -6 6 8 -9 9 17 -12 13 -14 -15 15 -17 19 21 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=5.75668211941205e-05 -5.8747622731609916e-05 -4.3938598881087162e-05 6.7181441248887044e-05 0.00019312718313681905 -0.00017964505868772678 -0.00031491715252569586 -8.7359661601618964e-05 0.00027023975304111045 9.174175209369921e-05 -0.00021212027435570877 -0.00018113063178757337 -9.3503267453420632e-05 -0.00054396080542511854 4.345496674777101e-05 1.8849583968121576e-05 0.0004162698295675359 5.0418223045615408e-05 0.0004338768345922719 0.00013168551773573589 3.5868754309336838e-05 -0.00019158412517358448 0.0001260965643660792 0.00012886682064174856 7.4793568185696558e-05 -0.00011024644613342229 -6.7871629746148811e-05 0.00070377416418413482 1.8949697957747008e-07 0.0014633304332569781 6.2101013983313009e-05
leaf_count=12067 31349 108647 8687 830 5072 2047 15405 3953 8618 665 4583 21666 677 18722 3645 664 2644 1230 1710 8126 5727 3003 1863 30470 3449 25085 234 2139 26 28928
internal_value=0 -0.0326469 -0.000147174 0.00655377 -0.128308 0.00981657 -0.00946477 0.0878997 -0.0202309 0.0354257 -0.0446638 -0.0334962 -0.106746 -0.0113996 -0.0499033 0.0891048 0.00720261 0.170348 -0.0541242 -0.0403745 -0.118104 0.220613 -0.0768522 0.0315906 0.0101806 -0.033383 0.0512781 -0.140268 -0.293952 0.0463377
internal_count=361931 120714 241217 209868 5902 203966 107113 9875 97238 30013 67225 62642 16082 46560 27838 4309 25115 4898 5922 16497 8371 4233 23529 96853 66383 33772 32611 4212 2073 32377
shrinkage=0.000980392


Tree=4842
num_leaves=31
num_cat=0
split_feature=785 728 885 1457 1377 1002 988 921 1465 353 359 114 1112 410 1061 1004 572 1454 1053 1450 1341 2 215 1316 281 496 429 484 900 279
split_gain=13.4535 13.1386 12.2865 20.0548 18.7777 17.1632 20.6909 18.6515 18.6784 17.5668 25.0735 17.9281 18.6306 17.5572 16.9488 26.7437 20.1661 22.2519 17.7117 17.0244 20.4537 19.5701 20.9357 17.6626 16.4743 16.9857 16.3413 22.395 16.6754 16.3239
threshold=-0.86283290253235112 -0.49008176997875957 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -0.32459312438081372 -1.3820670939764912 -0.24051307952136838 0.14486519861544186 0.50756670298598427 0.32346298429964238 1.0000000180025095e-35 1.5620189235502193 1.644349105518915 -0.87357009987099121 0.59444477453878863 -0.80326163028523578 0.67485211051868899 2.6159382925808998 -0.35950514493807501 1.0000000180025095e-35 -0.92237238539154454 -1.6583519371294433 -1.0443031472323452 -0.037180131413315505 -1.6413498906509243 -0.64405295088620862 1.6134396840371368 -0.36980086556920722 -0.41270073783062527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6 8 13 26 11 -11 -13 -8 15 -7 17 -16 -19 20 -18 -21 -23 -24 25 -22 27 28 -9 -28
right_child=2 -3 3 -5 5 14 7 9 -10 10 -12 12 -14 -15 16 -17 19 18 -20 21 24 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00010225151229394437 -2.2614277608209028e-05 5.2558305193955781e-05 -6.7083319853215143e-05 0.00044419800766666172 -0.00042297582456175662 -8.7965191219501891e-05 7.4662578324685475e-05 0.00026956243881629666 -0.00017254198071150933 0.00053878650328648625 9.3888580287125541e-05 0.00021883519890324754 -0.0010802421961519956 -0.00042530294051070942 0.00015122951515183968 0.00027565043810131445 -0.0001642154474951515 -0.0002066732938791151 0.0013415198255238431 -0.00020333212002958428 0.0013359345694734918 -0.00096075528774061984 -0.00033692074377109825 4.224690561877725e-05 7.5222275635020416e-05 -0.00012705926430841568 0.00021232212551682296 -0.00096990050383319716 -0.00017556212132387516 4.1671353254929765e-05
leaf_count=3396 234941 26163 17071 426 572 1584 6363 633 2822 1267 3266 621 51 582 5375 2153 9034 1255 34 2290 53 153 671 17713 4480 4231 4152 204 1649 8726
internal_value=0 0.0376652 -0.0128394 0.00796476 0.0055974 0.0189973 0.0610406 0.0679887 -0.0165241 0.105001 0.209745 0.400187 0.122679 0.0479729 -0.00647009 0.132273 -0.0187074 0.0924597 -0.167467 -0.0384824 -0.0901079 0.00386029 0.0255107 0.0308757 -0.0147983 -0.116 0.0645564 -0.114352 -0.0556607 0.0950884
internal_count=361931 29559 332372 97431 97005 79934 30908 30336 9767 20569 5205 1939 672 6945 49026 3737 45289 6664 1289 38625 17798 20827 18537 18384 8764 4284 15364 2486 2282 12878
shrinkage=0.000980392


Tree=4843
num_leaves=31
num_cat=0
split_feature=785 728 728 647 590 771 351 784 921 727 570 294 1421 82 350 1396 422 11 1002 209 609 296 1177 67 287 710 730 783 514 909
split_gain=15.5403 14.2596 13.7889 16.4635 36.5891 16.2072 16.0634 15.9606 16.9458 21.711 15.9007 15.8435 15.7739 16.4414 16.94 19.8066 19.6934 16.6641 15.7084 20.345 15.6813 18.2769 15.6559 15.5638 20.5833 18.0375 15.459 23.2117 20.2307 17.76
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.4820751525130569 2.0347385979342092 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.4998781572545779 -0.62005551012751015 1.0107116206971127 1.1252722468158061 -0.4929599522529769 0.8863174324919626 1.0939301863914108 -0.9594119830718516 0.69854289147193727 0.23696906566319156 0.98843275535716713 -0.53057862309953518 -0.80577776936292356 1.0000000180025095e-35 1.0245698727129788 -0.42354083318254854 -0.33215574005720661 1.1155635910225459 1.2394703555346365 2.3478256693245414
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 7 -4 -2 26 11 12 -10 13 14 16 -16 -5 -18 20 -20 23 -22 -6 24 25 -11 27 28 -9 -28
right_child=2 -3 3 10 22 -7 -8 8 9 18 -12 -13 -14 -15 15 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00010574750613575709 -1.1834398246238865e-05 5.5476128686981422e-05 -1.6331644859876171e-05 -0.00010676507500713188 -0.0001084674784898647 -0.00013071404746460756 -0.0009264011004823839 4.2423595588976626e-05 0.00022374813775813992 7.1417793431739334e-05 -7.510365897832162e-05 -0.00029297841593159315 -0.00020085821029512357 -0.00014383541924345734 0.00012623490245751968 -0.00011962573523034078 -0.00036418152238970115 0.00026798957267490576 -0.00038880758604993419 0.00022589899725509308 -0.00038406275679014792 0.00021460133253710059 0.0004636360820587783 0.00042622213074320015 -0.00034476082610181326 0.00046174931813255379 6.9633290846478495e-05 -5.8835098622884329e-05 0.00037497356960412945 0.00051293892589128378
leaf_count=3396 185777 26163 4669 8640 264 5440 152 6642 380 1241 61493 890 2973 3798 12404 2576 341 1505 467 476 372 542 1120 1816 325 931 8414 17334 1001 389
internal_value=0 0.0399864 -0.0142675 -0.0411705 0.0780957 -0.00539877 -0.0400002 -0.00248397 0.0366918 0.129344 -0.0508047 -0.13258 -0.00431805 0.0123037 0.0359658 0.0886406 -0.0485839 0.175037 0.181257 -0.0717187 0.227852 -0.0221516 0.367408 0.28359 0.171695 0.246076 0.0148009 -0.0141243 0.0881011 0.0938825
internal_count=361931 29559 332372 99935 6205 232437 4821 226997 41220 7440 93730 1270 32237 29264 25466 14980 10486 1846 6170 943 5227 914 1384 4313 2497 2172 33780 24977 7643 8803
shrinkage=0.000980392


Tree=4844
num_leaves=31
num_cat=0
split_feature=1430 1160 1353 428 1174 1066 1436 126 840 735 420 841 1094 565 500 274 414 428 392 966 1383 360 556 892 696 1380 410 1284 626 702
split_gain=9.05893 21.0192 14.0901 14.0287 20.2679 14.0819 15.3687 16.6948 17.8424 15.4824 15.2863 14.3674 14.1994 14.7085 13.9328 18.9396 16.1309 15.4378 15.3699 15.5139 15.2047 15.0135 14.8379 14.0597 19.8771 13.8499 18.3117 13.798 17.1188 13.8661
threshold=1.0000000180025095e-35 1.0000000180025095e-35 4.9013077031266592 1.9213959352038696 0.11648666945451498 -0.54928301346280928 1.0000000180025095e-35 1.402259659649604 1.1107895183145604 1.356718709411544 -0.20740914682848102 1.3116626664060946 1.8810513901052739 2.4426968392291255 -0.1251856622812885 2.3674003941733655 3.2664447087696957 -0.26113468860554989 1.0000000180025095e-35 -0.61644642735777577 1.285889821027699 -0.69692914879579149 -0.79330048739890813 1.4705426456425841 0.45667540409088819 3.3446298041419404 0.76945302158763706 3.1205241757486877 -0.025392565371157295 0.74125472067614273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 12 -9 -8 11 -10 13 14 27 16 20 -17 22 -20 -16 -22 -19 -23 -25 -7 -27 29 -29 -1
right_child=-2 2 -4 4 -6 25 9 8 10 -11 -12 -13 -14 -15 15 17 -18 18 19 -21 21 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0082161338684107448 0.00036063071538527383 0.00032487829436053743 -0.045752588979386243 0.011071382858789745 -0.01013906187733106 -0.0048824346198909014 0.0023366182330450793 -0.018754755857731321 -0.018571580573938439 0.021209229242180702 0.035379218017810452 0.096100534608840715 -0.019497413328179135 0.02555121240913413 -0.0016800303223910831 0.046169877932592251 0.096532770285359989 -0.033249592962022775 0.05738925398112369 -0.026991816526600095 -0.024032816811096352 0.018290492827379511 0.057506280046537753 0.15969325022120484 -0.058758100286769845 0.050884163895416328 -0.03935641818982908 0.072007683422310953 -0.0077533921329091164 0.0031577602858302231
leaf_count=6888 197825 86207 86 2112 1107 47304 3915 1910 266 630 188 21 1091 375 7647 217 30 32 34 183 162 710 99 26 21 154 95 60 83 2453
internal_value=0 -0.0171405 0.00553146 -0.0529882 0.101481 -0.0620523 -0.0154486 -0.0472661 -0.255404 0.110087 0.179978 -0.212449 -0.0211363 -0.0070197 -0.0178286 0.0603904 0.0212439 0.460874 0.150594 -0.251138 0.0135673 0.307659 0.744846 0.43337 2.02607 -0.093979 0.577977 -0.0870549 0.621687 -0.101317
internal_count=361931 164106 86293 77813 3219 74594 27041 22496 2385 4545 475 287 20111 19020 18645 9161 8596 565 348 217 8566 919 131 757 47 47553 249 9484 143 9341
shrinkage=0.05


Tree=4845
num_leaves=31
num_cat=0
split_feature=1097 1457 408 728 21 689 74 869 407 260 871 212 359 150 1450 146 285 51 705 843 1463 1467 967 1185 491 1314 1041 632 984 1041
split_gain=13.3099 19.0419 18.8432 27.3447 22.5869 22.3295 20.5629 21.8485 18.3706 17.6959 21.2114 18.4709 18.3082 19.8051 19.1051 18.4084 17.8842 17.6946 17.7902 17.4835 17.3421 17.3603 17.2735 16.8373 16.665 16.5941 19.3306 16.8213 19.7906 17.517
threshold=-0.64966988391888181 1.2916200332612386 -0.34083657021421804 -0.90320472132347296 1.189441983669046 -1.1110989058077336 0.43503737344536014 1.041070318382423 -1.2965003005540392 1.0000000180025095e-35 1.0000000180025095e-35 0.070707987291349805 0.18240918603900105 -0.51242269527142537 0.68774535640845547 -1.1851582330294723 -0.71111444083844455 1.8613588887694643 1.4125972960924511 2.539957888746601 1.418130563044764 4.5114904631235966 -0.7962285636772185 1.1017086333092199 2.1343371680811183 -0.57414106372361651 -1.0978651730628226 0.080704264875221102 1.8242125355371017 -0.54316150382017547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 19 7 -1 -2 10 11 -4 13 -11 -14 -15 -16 18 -10 -5 21 -7 -19 -8 -20 26 -17 29 -29 -27
right_child=8 -3 9 4 -6 20 23 -9 17 12 -12 -13 14 15 16 25 -18 22 24 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=4.7662809635277867e-05 -5.8069659018485571e-05 5.6718909941564075e-05 -6.1857265141129796e-05 1.156110235803941e-05 0.00012771302374676717 -0.00018127400706761585 -0.0002098214198471278 0.00047049881113158483 5.4038527687514858e-06 1.3784951764107529e-05 -0.00019312874180696661 7.8146017761046411e-05 5.274632975505174e-06 -0.00044194371632663075 0.00017177277694027307 0.00047072788820938901 -0.00047966417451541376 0.00019465787191022343 7.6620888051038909e-05 0.0018380983883111662 5.489347198398057e-05 0.00080769677780285554 -0.00017734714472060199 0.00092131595939634982 0.00047056310798971202 0.00052496094490040183 -0.00013676419834455123 0.00056415719059961966 -0.0004757758836498916 1.7434457933330629e-05
leaf_count=6256 31349 12217 20319 5327 1953 30008 2167 763 193006 7602 7904 8243 8372 435 288 594 970 830 10513 26 2160 70 5072 71 447 590 1421 1481 129 1348
internal_value=0 -0.0315726 -0.043526 -0.0823297 -0.116546 -0.133601 0.0323902 0.0948214 0.00064882 -0.0126224 -0.0494207 -0.0219893 0.0423543 0.1068 -0.0386452 0.216135 -0.317888 0.00735754 0.0105825 0.0242114 -0.161792 -0.180492 -0.126066 -0.173411 0.0979626 0.246927 0.0313774 0.336774 0.507827 0.174165
internal_count=361931 120714 108497 48801 39544 37591 9257 7019 241217 59696 36466 28562 23230 13600 9630 5998 1258 209868 203966 5353 32238 30078 5902 2238 10960 5563 2015 3548 1610 1938
shrinkage=0.000980392


Tree=4846
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 728 941 869 938 1452 1470 921 689 689 508 728 420 1052 911 1466 620 844 1469 1177 1166 1470 76 430 705 801
split_gain=14.8852 13.9923 17.3036 19.4393 18.5617 17.1786 21.2924 20.5838 19.7901 19.5275 33.6217 20.8797 19.1817 24.1308 25.5851 23.1006 19.1939 19.0457 19.8676 18.273 18.1691 20.239 18.0261 17.8761 17.6027 17.1739 17.0332 17.0172 16.9656 19.553
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 4.1807005710369394 1.0000000180025095e-35 1.0000000180025095e-35 0.79547082264194502 1.3024667090820021 0.62154522891879982 -0.64429193114355554 0.72022076402865742 0.93928964529742032 -0.90320472132347296 -1.047812579553923 2.0566016913075393 0.1232568739311538 -0.081864550713907927 0.88084169889549835 0.05302260426055997 1.4039267167446501 -0.015216289862383903 0.26477147603133794 2.3313874147227929 2.9761799680137027 1.0000000180025095e-35 0.46179839519273613 1.4302281316754546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 9 7 8 17 11 22 12 -2 14 20 16 -16 28 27 -12 -14 23 -11 -22 -13 -10 -15 -19 -7 -30
right_child=1 2 3 -5 -6 6 -8 -9 25 10 19 24 13 26 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.8102731132202966e-05 -7.6598385607336007e-05 -3.4387154641676676e-05 0.00022110744176533125 1.4188293167544159e-06 -6.5517410346170458e-05 -2.1966498682095556e-05 0.00034160145963783818 -6.239558661995384e-05 -4.848350672432441e-05 8.9869389693966783e-05 0.00085728327915360314 -5.44145780814222e-06 6.6163275514508489e-05 -8.6324312339771067e-05 -0.00014077248279199724 -0.00073985998388135361 0.00028166803417724833 0.00014090508834726305 -0.0003784769737954697 -0.00085769786948428008 0.00018167900968370942 -0.00036661568707932175 -0.00072992078404427742 -0.00026732832566442316 -0.00022034779161355319 -0.00035446682381427819 0.00086541378144199183 -0.00027235550215833559 4.8401053729998301e-05 -9.6367763950184736e-05
leaf_count=29559 8829 9447 5244 5700 1127 58405 738 85146 51805 8923 313 4235 16967 7738 649 124 4067 1533 1682 52 1198 1226 235 842 3709 1218 76 1090 44895 5159
internal_value=0 -0.0142223 0.038631 0.0895587 0.170487 -0.0187985 -0.0280716 -0.0294168 -0.0150598 0.015996 0.107608 -0.00302939 0.0175249 0.0431981 0.0763831 0.215035 0.237891 0.00125762 -0.167225 0.735486 0.0379968 -0.125655 0.079814 0.0161482 -0.112529 -0.0561584 -0.0748843 -0.0276043 0.00660915 0.0351694
internal_count=361931 332372 21518 12071 6371 310854 251671 250933 165787 59183 9523 49660 41716 32887 25073 4840 4716 112764 4305 365 20233 3266 9158 2040 7944 53023 7814 2623 108459 50054
shrinkage=0.000980392


Tree=4847
num_leaves=31
num_cat=0
split_feature=785 519 713 930 921 783 486 645 588 575 774 848 1368 906 850 706 1467 1160 972 1116 1321 1201 885 476 1185 493 697 286 1296 696
split_gain=20.7076 19.3884 23.4119 26.2001 24.2189 47.3282 22.1917 22.0099 21.9563 21.4753 21.4397 21.3657 19.9519 20.9639 23.1121 20.9813 20.631 22.5373 23.2759 23.4253 22.6555 20.6669 20.3164 19.8987 24.1384 19.6024 19.3261 19.1688 19.0245 23.2989
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.8692550303841236 0.66777575187080795 0.71188872395471614 1.0000000180025095e-35 1.5033568469461875 3.5086024243106082 0.70892277612114496 0.10862943175569685 -0.71655674043578599 1.6846785363603172 0.072195445971033334 1.0000000180025095e-35 0.84356271784080483 -0.95171119386051817 -0.0077993168967648678 0.87496205445575626 4.8263866747680533 0.52296557744356353 -0.71602247989319323 -0.012178551342102736 -1.3134482500320694 0.30565811268230497 -0.43652631067203845 0.61756301190663754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 12 10 23 -7 9 -3 -6 -5 13 14 15 -4 17 22 19 -19 21 27 -14 26 25 -25 -2 -20 29 -26
right_child=1 8 4 11 5 7 -8 -9 -10 -11 -12 -13 16 -15 -16 -17 -18 18 20 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=4.5873750900058082e-05 0.00037423185095292237 -7.6269252988170802e-05 -0.00013550213429157186 -3.1605144382546046e-05 -4.2118875991486108e-05 0.00011013146441433776 0.00032362463372007241 0.00038848186924714988 0.00017652660241088608 7.5806922008062372e-05 0.00016379929079195197 0.00037706831222681899 -0.00011840158563492577 -8.6094043761093971e-05 -1.44421087488929e-05 0.00018779316673237745 6.73052692131725e-05 -0.00042326271971744649 -0.00048749645901832749 8.0525432565671466e-05 9.8196868528958585e-05 0.00049959054177582641 0.00046053498611884079 6.9083178313148686e-05 -0.00020676217871615216 -0.00037214784150834632 -2.0873283344182134e-05 1.4280475665619379e-05 0.0002762038767613381 0.00024100488285859641
leaf_count=29559 632 7439 16849 30444 25374 4982 1436 1756 4398 9681 2714 623 15269 76446 79933 1459 15327 586 1260 11029 1101 129 266 1697 1029 790 13808 470 4247 1198
internal_value=0 -0.0157257 -0.0211113 0.0211427 -0.0315095 0.0248608 0.0771517 0.186731 0.0464493 0.0108456 -0.0203385 -0.0233097 -0.0415566 -0.0545935 -0.0318317 -0.113985 0.000611055 -0.0347663 0.0209706 0.0635453 -0.15134 -0.294641 -0.106473 0.0583101 0.136033 -0.0601047 -0.000768396 -0.358814 0.201793 0.0319823
internal_count=361931 332372 310854 55904 254950 34826 24837 6738 21518 17120 28088 31067 220124 174687 98241 18308 45437 30110 14575 11615 2960 1859 15535 23401 8961 2487 14440 1730 6474 2227
shrinkage=0.000980392


Tree=4848
num_leaves=31
num_cat=0
split_feature=1097 1457 407 1102 1463 1467 408 728 869 846 689 770 1185 354 1044 260 1322 1315 829 359 150 1139 905 51 795 854 797 613 485 1103
split_gain=18.5307 21.0214 19.8341 19.2506 17.5384 21.4861 17.6945 26.0982 20.7 19.5929 19.5268 18.509 19.7376 19.5985 21.0039 17.5428 17.9287 17.8971 17.8906 17.6775 21.1524 19.8094 17.4843 17.4578 18.004 24.3017 61.5081 25.8935 22.2571 20.5794
threshold=-0.64966988391888181 1.2916200332612386 -1.2965003005540392 1.0000000180025095e-35 1.5896008821182519 4.5114904631235966 -0.34083657021421804 -0.90320472132347296 1.041070318382423 0.29736867676700723 -1.1110989058077336 0.25730401852249657 -0.21515131548887886 0.07963552622629709 -0.44729965539872568 1.0000000180025095e-35 0.42878090308475986 0.84291710375876494 -1.3156489481060378 0.18240918603900105 0.26839311349454653 2.1651563756981602 0.59913263501588199 1.8613588887694643 -0.29258408639884992 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.94578963118733916 1.4870550753895133
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 8 11 10 -9 12 -1 14 -14 16 17 18 -8 20 21 -17 -16 24 -4 26 -26 29 -29 -27
right_child=2 -3 23 -5 -6 -7 15 9 -10 -11 -12 -13 13 -15 22 19 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-3.7625170065484745e-05 -6.0801336906126704e-05 5.4874720559734733e-05 3.2083005391635419e-05 2.341242062346384e-05 7.0254422640403044e-05 0.0005772786738435031 -0.00064500769405239516 5.8734059877720855e-05 0.00035963690636373725 -0.00027007085111142192 -0.00014874281828436463 -0.00021430189530258583 -0.00030171079069982935 -0.0001454445858393402 0.00093714152817409989 6.429467213461281e-05 -0.00018615380970711737 -0.00018336337300026568 1.950813371151921e-05 -7.3558568397065759e-05 0.00033622651293658087 -0.00050444099500171588 -8.3967629837007314e-05 -0.00012285153040473597 -5.5014213418177308e-05 -3.3437839993038571e-05 0.00028180603572374753 6.2253280686063037e-06 0.00016592467986114551 -0.00018060758226521624
leaf_count=3522 31349 12217 96853 15060 5439 226 272 3500 858 9333 20850 2396 143 353 417 8334 8287 6076 13676 7205 1974 458 118 5902 5922 62642 3953 25115 4898 4583
internal_value=0 -0.0378502 8.74264e-05 -0.0503657 -0.0667806 -0.0765743 -0.0792472 -0.11961 0.00412364 -0.156559 -0.119076 -0.0393533 0.0487458 0.337017 0.5584 -0.0428132 -0.0861484 -0.0403145 0.00632627 0.0211995 0.093157 0.0351843 0.751998 0.00705302 0.0102524 -0.00965125 0.0918144 -0.0208714 0.0345306 -0.0451877
internal_count=361931 120714 241217 108497 93437 87998 87772 41490 7807 33683 24350 6949 4553 1031 678 46282 28311 20024 13948 17971 10766 8792 535 209868 203966 107113 9875 97238 30013 67225
shrinkage=0.000980392


Tree=4849
num_leaves=31
num_cat=0
split_feature=728 659 705 908 785 1057 848 872 995 354 225 152 772 1321 286 579 762 216 1104 556 493 1458 1452 679 639 1450 1466 224 848 1387
split_gain=9.26362 12.5558 13.0549 19.5639 17.8024 17.5961 17.0408 17.4477 17.2021 24.7954 17.3058 21.3289 18.2171 16.2143 15.9006 15.6293 15.8804 15.5988 15.4427 17.8685 18.8346 15.8725 15.3882 18.4269 17.5704 16.499 16.1171 18.6952 20.1097 18.1676
threshold=1.0000000180025095e-35 0.62821384419828064 0.89008618839080589 -1.5061803231157327 2.9970139449733542 1.9724814359380793 0.19110288441975898 3.0757328524286596 0.38845619602581155 1.7448801730851862 -0.091800829704399248 -0.38544731036639379 -1.3714357645123771 -0.50505393353648309 -1.3648580491922113 -0.8964210114969734 1.9723186057618249 2.0042635345259145 -0.35912262658349597 1.3560380072848763 1.1746829258785259 0.19231234285114293 0.52142301186363793 1.0000000180025095e-35 0.010567386264870462 1.4080903315905215 -0.32531207622868435 1.1067727889813797 -0.67085833950625362 0.81754036104253791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 -4 6 14 8 17 -5 10 11 -10 -12 -11 -6 -14 -17 -8 19 20 21 22 26 25 -25 -24 27 -1 29 -29
right_child=-2 -3 3 4 5 -7 7 -9 9 13 12 -13 15 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00048418371145468641 -0.0011875492768856815 -0.0016814383003379571 -0.0087925572847573959 0.0019163362438045384 -0.057473425678619697 -0.035486248420374136 -0.0015586964266230696 0.03288086670385456 0.0098535582464562566 0.0060390484375282202 -0.038227129577321009 -0.0046691089861232334 -0.0098961216192299927 0.039977235302839836 0.017671417518819271 0.015163125630259917 0.05361016789386866 -0.023986292623167163 0.00089643896948698478 -0.0080901675569437417 0.0047906484039320534 0.0014562188725978477 0.0071435735015965276 -0.0026913090262872226 -0.041342427446389045 -0.013375708871203332 -0.0070519619439630135 -0.0065892091576495049 -0.021680027835402266 0.04935650194582987
leaf_count=10805 109090 41024 2976 30352 47 101 11385 157 2393 320 123 2793 326 459 1670 2240 117 555 95151 6363 7356 13835 4442 529 325 577 14647 330 1348 95
internal_value=0 0.00398805 0.0110874 0.0407806 0.0491631 0.270142 0.041396 -0.0364474 0.0632435 0.151482 0.114536 0.0374237 0.257153 0.541027 0.32113 0.289439 0.349345 -0.0478953 -2.87424e-05 -0.0299113 -0.0173696 -0.0342397 -0.0634192 0.0446984 -0.300175 0.0943766 -0.0876336 -0.0247919 -0.270582 0.183957
internal_count=361931 252841 211817 56014 53038 1818 51220 12097 39123 8771 7992 5186 2806 779 1717 2683 2357 11940 155803 60652 54289 46933 33098 5873 854 5019 27225 12578 1773 425
shrinkage=0.05


Tree=4850
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 921 783 791 861 1229 650 648 704 813 1443 645 973 518 416 580 924 633 1178 432 589 359 419 1110 218
split_gain=18.8585 16.4487 19.1585 20.0284 18.0318 23.1889 22.8529 37.0244 22.0482 27.0976 29.5798 20.2449 20.1662 20.0586 19.7921 19.17 18.6713 19.1681 18.5724 18.1886 17.8087 17.2535 17.6053 17.1946 16.9833 22.9593 21.5336 18.7947 18.2512 17.3749
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.6923072129381651 1.8166789435549495 -1.1956137993399691 2.1641256470006294 1.593744732512876 1.0999280683389623 -0.3520936843062038 1.0794040238867422 0.90571909922259353 1.0000000180025095e-35 1.8999064755685127 -0.96673487256783863 2.8587217167753018 -0.50162633948236224 0.34879007543356905 1.7662418350799165 -0.13237471166225953 0.60137470675548077 0.82181002142681359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 11 6 8 -8 14 -10 12 16 13 -11 -6 -9 17 -2 19 -13 23 24 -23 -15 27 28 -27 -7 -26 -30
right_child=1 2 -4 -5 5 21 7 15 9 10 -12 18 -14 20 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=4.1200858782032986e-05 2.8591070916412348e-05 -7.7505126893416535e-05 0.00016135056564181834 6.9229226561885759e-05 -5.4602295029141203e-05 -9.2728705434538214e-05 -1.461159643178178e-06 0.00026200484313400937 -9.1029936284532e-05 -0.00026624787470504846 0.00030025712058562521 1.7828032596063662e-05 0.00022466161523451808 -4.9970127252926063e-05 0.00010341824001470314 -0.00010225301303297615 9.4456027878027284e-05 -6.514272942822814e-05 0.00041227641632551816 0.00036092886081560553 8.2768273123991012e-05 -0.00029085763459230194 0.00012507460534932248 0.0005270673737389959 -0.0001065382970982609 -4.6810958531027548e-05 0.00031494041945877559 4.0767451460365522e-05 -0.00029785721836795567 -1.0011314013905806e-05
leaf_count=29559 20388 7439 4398 9681 94773 13836 18652 4219 11003 2150 1865 4478 2316 13334 3837 840 7761 24809 857 890 13094 949 4376 324 29547 13078 835 13215 7697 1731
internal_value=0 -0.0176142 0.0396291 0.00644122 -0.0225663 -0.0320465 -0.016868 0.0477903 -0.0287593 0.0161076 0.0487201 0.0130489 0.0291509 0.0106659 -0.0483332 0.210509 -0.00160964 -0.0206103 0.136063 0.0814452 0.0248992 -0.068268 0.0703217 -0.0380412 -0.0782633 -0.10626 -0.0175658 -0.0260474 -0.14049 -0.245603
internal_count=361931 332372 21518 17120 310854 251671 166407 23711 142696 44086 33083 59183 31218 28902 98610 5059 52958 45197 6225 5368 26752 85264 5325 13658 79939 52888 13913 27051 38975 9428
shrinkage=0.000980392


Tree=4851
num_leaves=31
num_cat=0
split_feature=181 190 87 363 1298 699 216 280 279 78 910 498 710 20 1395 902 422 347 1122 296 349 1046 12 1015 501 1040 559 1112 1327 358
split_gain=9.27956 12.0538 11.9072 15.7307 18.5461 15.5504 20.3056 14.8785 14.6037 16.0782 15.2901 14.9053 16.1253 16.5891 15.5768 14.8251 15.5059 16.8678 14.7916 16.2056 14.6484 14.3317 14.1631 16.0112 14.0531 13.8644 16.6449 13.5776 13.3311 14.0386
threshold=1.0000000180025095e-35 7.4496836152530284 0.56076668980743449 -0.42515881143599682 1.5690779363521359 -0.1164583304420663 -0.44226869594124546 0.15953483995120343 -0.48945596814000453 -0.09234020001259062 1.6671422897021453 -0.19251392400971923 -0.16046690416011877 -0.067947064224244444 2.0690153163666323 -0.43783205307200806 -1.040776473612038 -0.46819280248884826 -0.64284551309282778 -0.68980771176064948 1.0296891529604795 0.87762198296835836 -0.83310120642734098 1.0000000180025095e-35 3.0818214598927507 1.1111749258148071 1.8772582334106296 -0.99201770947977319 0.68714224478144814 -0.46805917122357993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 7 -7 -6 9 -5 21 12 14 -14 15 20 17 -17 19 -13 -10 -11 23 -15 -18 26 -21 -8 29 -24
right_child=2 -3 3 8 5 6 27 -9 11 10 -12 18 13 22 -16 16 24 -19 -20 25 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00011236743359104415 -0.00072899636680151027 0.12168536530676821 -0.001637207341003347 -0.03178387736927954 -0.030414991800974768 -0.0069835701372094224 0.16278764460741058 0.041464099727257404 -0.024362135714989127 -0.0061624926655297731 0.049180717808979313 -0.042232808775578827 -0.031311541319294443 -0.0079827708483484524 0.097420433097942169 0.028411420739486066 0.011036263626427806 0.14630009324364954 -0.015399209059583844 -0.00010270529802551797 0.029812232886154401 -0.040372437920225393 -0.051332399597766899 0.08092262933307097 0.10473190193365092 0.066005913758986998 0.085246857832790512 0.061324302494321338 -0.048387597027133564 0.010505899732167404
leaf_count=286745 59809 20 5164 1174 99 62 21 74 361 1937 94 113 416 74 33 70 602 37 2887 543 140 357 119 70 23 62 45 81 162 537
internal_value=0 0.00234179 -0.0299683 -0.102278 0.0149462 0.561763 1.09287 0.0485344 -0.173745 -0.346645 -0.185086 -0.101338 0.0595833 -0.157839 0.278639 0.223325 0.453983 1.48549 -0.213994 0.111408 -0.170399 -0.244322 0.050597 0.807767 0.307952 0.267796 0.126356 1.68048 -0.108475 0.0511783
internal_count=361931 286765 75166 15357 5501 337 164 173 9856 3562 2388 6294 2644 1378 1266 1233 732 107 3650 763 501 2294 962 144 625 650 588 102 818 656
shrinkage=0.05


Tree=4852
num_leaves=31
num_cat=0
split_feature=785 728 516 789 564 564 452 512 20 928 718 651 507 864 973 912 914 1431 698 840 332 75 648 6 423 1326 790 1038 746 86
split_gain=9.21229 10.74 10.5516 21.5296 20.8218 18.8313 17.9766 17.6537 17.4664 16.4749 27.6589 31.6919 25.3368 23.5612 22.0474 21.3448 20.9279 20.0247 18.9281 18.366 18.1707 26.082 18.0106 18.0086 17.9166 20.273 19.5503 17.8743 17.684 21.5611
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.1248358748350926 1.4188032667957222 1.8264116105874431 0.60725649753328859 1.0000000180025095e-35 1.383248318511747 -0.52992354128753727 1.7690287660176487 1.1107569744011787 1.0941628986121894 0.72275257928592751 0.84874543308613937 1.4915456331499788 -0.20113678851527941 1.0099929608726099 -1.7367869709315968 2.3725025729405069 1.0000000180025095e-35 0.85790627443505174 1.8166789435549495 -1.1265930488001503 2.3388544055228597 -0.81052881906820118 -0.54913828464972514 1.5197873595272351 1.6547410766053783 -0.46367870056143617
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 -2 -5 -6 -8 -9 13 15 12 14 27 16 19 17 -12 -18 20 21 28 -23 -16 25 -21 -27 -4 -11 -30
right_child=2 -3 3 5 6 -7 7 8 -10 10 11 -13 -14 -15 23 -17 18 -19 -20 24 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0046863895353972214 -0.00069903450296467183 0.0024779858717326147 0.0024861039628511668 -0.0039101384209576226 -0.0081606126636803826 0.0088397124397992417 0.019975379321428788 0.00014355058544159605 -0.050070134973307895 -0.0030890163346701635 0.0011579636271071261 -0.0094109715502211089 0.013248188951163626 -0.0033151722239757086 0.019194010962733956 0.0033336751916910297 -0.0081145386068692503 -0.027535824482851103 0.011588698736917407 -0.016835631928170339 -0.00064725705171494844 -0.014175737181104153 0.0087014495299031977 -0.010927722131784791 0.049249013711535165 -0.010127487195226281 0.012986045020438536 0.009698474328914998 -0.022176009123419823 0.054224495001533882
leaf_count=3396 127632 26163 42560 22268 10410 1456 554 1539 144 30802 3073 2045 3710 8102 356 12196 823 460 5141 528 41750 6386 569 2275 113 596 2123 4575 66 120
internal_value=0 0.0351125 -0.00680452 0.00386627 -0.0240255 -0.0606378 -0.118387 0.0713633 -0.0618438 0.0132809 -0.00339199 0.0772653 0.111216 0.0452208 0.058354 -0.0202626 0.105879 -0.0333265 0.186086 -0.0348682 -0.0428399 -0.0871754 -0.237622 -0.141623 0.125209 0.0946865 0.165962 0.0651316 -0.0557761 0.588999
internal_count=361931 29559 332372 192093 140279 23724 12647 2237 1683 168369 113132 17883 15838 55237 12128 95249 9497 3533 5964 83053 79693 37943 6955 2631 3360 3247 2719 47135 30988 186
shrinkage=0.05


Tree=4853
num_leaves=31
num_cat=0
split_feature=785 519 588 728 869 921 783 791 861 1229 648 704 813 930 575 1097 912 592 566 1324 657 402 580 723 1055 1470 708 692 382 689
split_gain=18.6349 18.3867 20.916 19.9898 24.7144 24.3567 42.8507 25.1105 31.621 33.651 21.4753 22.1338 20.2767 20.1428 19.6511 19.514 22.9606 22.6428 18.8316 18.8222 18.7915 17.9318 17.5785 17.5307 17.3751 20.5486 21.6125 18.9367 17.2959 17.2305
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 2.1641256470006294 1.0000000180025095e-35 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 2.1059719136688364 2.0883641899847656 0.72755686970153477 2.9541164636104842 1.0000000180025095e-35 -1.0570063487222232 -0.67256077935817637 1.4562134811892467 -0.42456069370558497 1.0807662606584645 1.0000000180025095e-35 -1.1110989058077336
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 14 13 5 7 -7 12 -9 10 11 -10 -5 15 -3 16 -2 -18 -6 24 21 -8 -13 -4 25 26 -15 -27 -16 -26
right_child=1 2 23 4 18 6 20 8 9 -11 -12 22 -14 19 28 -17 17 -19 -20 -21 -22 -23 -24 -25 29 27 -28 -29 -30 -31
leaf_value=4.1007804774191063e-05 4.38902822139975e-05 -7.485185829666633e-05 -0.00014699508450334171 -5.6455984964995735e-05 -7.7245564422181651e-05 -3.1709640858880355e-06 0.00028269536682328422 -9.6982854010666479e-05 -0.00027612177058797065 0.00032279260754767333 0.00023502104322675681 -3.2907416993016135e-05 0.00010352004469310833 0.00028383205930519999 0.00015476528051151827 0.00014233539907908889 0.00030414311800253525 -0.00034498816897807444 0.00010063864332567956 0.00026054180441823773 -0.00016515903970911938 -0.00070109339114678626 8.6490385137534502e-05 0.00022503386525376376 -0.00022153616326446061 0.00046660936627806109 -3.5397258399593199e-05 -0.001038570082441209 -2.4210005151071661e-05 -4.0649413692315068e-05
leaf_count=29559 15564 7439 678 94773 82198 18652 4470 11003 2150 1865 2316 13658 3837 1044 5161 8719 314 1720 3066 1045 507 82 13094 3720 3059 773 6475 48 4520 20422
internal_value=0 -0.0174326 0.043118 -0.0226681 -0.0326497 -0.0169722 0.0498054 -0.0292499 0.0186636 0.0539655 0.0331007 0.0140157 -0.0501346 0.0148459 0.00840599 0.0625147 0.0148452 -0.229465 -0.0700366 -0.022818 0.224911 0.269447 0.0290318 0.173659 -0.0332253 0.0548515 0.0178662 0.394753 0.071994 -0.065837
internal_count=361931 332372 21518 310854 251671 166407 23711 142696 44086 33083 31218 28902 98610 59183 17120 26317 17598 2034 85264 32866 5059 4552 26752 4398 31821 8340 7519 821 9681 23481
shrinkage=0.000980392


Tree=4854
num_leaves=31
num_cat=0
split_feature=888 1081 1049 901 671 490 1218 565 1451 286 1451 1460 394 56 49 702 1045 836 133 1390 1242 775 1193 214 360 603 37 1468 615 748
split_gain=9.1764 11.3822 13.8561 16.3761 12.7438 15.4622 13.7756 13.5409 13.5738 15.0636 14.8653 19.1189 21.9537 17.0967 16.5507 16.1444 16.6062 14.031 16.7833 14.0927 14.4255 15.965 16.6482 14.3881 14.0201 20.8583 14.4103 13.9423 13.5606 13.4907
threshold=1.0000000180025095e-35 1.4735812952876166 1.4069177371033732 -0.011333704399668116 1.0000000180025095e-35 2.2103691283057834 2.1598224403851116 -1.8945369960815635 -0.15707538432179122 2.8204136251815775 -0.10843678457706492 1.8377551471840754 1.0000000180025095e-35 0.58160213896575708 2.3839209586872081 1.0620658622567369 -0.20113117783716128 -0.2407142826130047 0.5744186475241726 1.4387801466544234 1.0119765031627925 0.90509655669980904 0.3719893821753778 1.3758997814403655 -0.79763519130333815 1.1060869660636978 -1.0000000180025095e-35 0.15841268391696464 1.7711288261699307 3.278446094756037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 7 -2 17 10 11 12 15 -14 29 -10 -17 18 19 20 -9 22 23 -22 -21 -26 -27 -11 -24 -12
right_child=1 2 3 -5 -6 -7 -8 8 9 27 14 -13 13 -15 -16 16 -18 -19 -20 24 21 -23 28 -25 25 26 -28 -29 -30 -31
leaf_value=4.8722560191757807e-05 -0.041356343454709198 -0.01341603416313986 0.043462292061792952 -0.01972429095583195 0.0005224435421301172 -0.029827772072767236 0.015296902046884301 -0.0055675851616139435 -0.036867396806820572 0.082071299067251746 -0.0015771641910489441 0.12263763738753104 0.021882770159253322 0.11029774952839433 -0.057426465154584862 0.12010234396350339 -0.04102013029196918 -0.012999198266945103 -0.023638043073869006 -0.027764850562288612 0.0058280237556729746 -0.03487905177408699 0.055256871178288793 0.11184179990850088 0.026632978177939182 0.041792803235845902 0.22409056409501815 -0.068990037133418947 0.19069673823019934 0.078870832672152516
leaf_count=315733 379 4036 162 161 21617 756 492 3230 235 73 7590 28 192 46 193 23 22 4877 955 120 308 122 110 26 299 29 26 21 30 40
internal_value=0 -0.0395535 -0.203708 0.338607 -0.0283592 -0.0849896 -0.0721709 -0.0880095 -0.0797114 0.00454924 -0.00831202 0.484597 0.316193 0.979965 -0.0382311 -0.306243 1.0594 -0.153497 -0.0402979 0.0284857 -0.0301926 0.378368 0.58417 0.279081 0.521861 0.773417 2.83887 1.15363 1.48579 -0.0225452
internal_count=361931 46198 4359 323 41839 20222 19466 18974 18595 8463 8369 546 518 238 7823 280 45 10132 5255 4300 3826 596 474 334 474 354 55 94 140 7630
shrinkage=0.05


Tree=4855
num_leaves=31
num_cat=0
split_feature=1097 1470 407 705 1089 706 1024 1165 791 941 825 207 50 83 121 194 21 1470 421 79 980 597 1452 1099 906 1460 777 499 1393 1040
split_gain=15.1556 19.673 18.8425 17.5399 17.3118 23.5749 20.823 23.6939 19.3998 25.0618 23.258 19.2403 18.7763 24.0716 20.5134 19.6462 19.3056 19.7122 19.1007 17.8188 17.4262 17.2369 20.2729 19.9802 20.3356 17.1042 18.5377 21.6054 17.3782 24.0503
threshold=-0.64966988391888181 -1.1535394197080833 -1.2965003005540392 1.4125972960924511 1.0000000180025095e-35 2.0258146145105322 1.3727948663943095 1.3191536925754261 1.0000000180025095e-35 0.85078777678020689 -1.3782055633747541 -0.80276644268813435 1.0000000180025095e-35 -0.98105707215814808 3.876741648688613 1.0000000180025095e-35 -0.13431221002227373 2.4654230622009035 -1.2416235012658521 1.9381510228257304 -0.05397449339563782 1.0000000180025095e-35 0.39976317982519466 -0.2911445864276907 -1.1797071500355976 0.022889399562490944 -0.13071387351241395 0.32606609528600677 -1.4464594632998564 -0.93830493807164628
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 12 8 19 9 25 -10 -9 13 -6 18 16 -15 20 -14 -8 -18 22 -17 24 -24 28 27 -27 29 -4
right_child=2 -3 3 -5 5 -7 7 11 10 -11 -12 -13 14 15 -16 21 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=5.5855705115760952e-05 -5.9070128708405542e-05 -4.5213977742656352e-05 -0.00057112723401218251 9.0960785540536641e-05 -0.00017329793199720163 0.00021652372913077728 -0.00021919400245241447 -0.00064219826933461415 -0.000121034145540782 4.5161803906218948e-05 9.4359152620676631e-05 0.00065563631681307829 -0.00014755109257364376 4.0513973181506419e-05 -0.00082483868656536515 0.00011435664257789751 -0.00015691080304603853 -0.00074259781860152631 4.4679511793451671e-05 0.00043991097088271315 -1.9174764868458533e-06 -2.0559689152040028e-05 -0.0010539924044285357 -0.00031649587421551148 7.3433402819844348e-05 3.50343026245589e-05 0.00016257138528291066 -0.00026974783756587064 -0.00012376845174777231 0.00034466359529946959
leaf_count=12067 31349 108647 215 11283 5884 2948 6323 91 3891 11002 11807 320 2619 8895 136 12527 12070 390 62692 240 7459 16430 81 1144 2212 3333 2705 1739 20470 962
internal_value=0 -0.0340023 0.00035114 0.00714177 0.00216728 0.0162711 -0.0293768 -0.159622 -0.0160791 -0.0421037 0.0522533 0.407001 0.0119857 -0.0167853 0.0367639 -0.00443887 -0.0582498 -0.103962 0.0384148 -0.197166 -0.093585 0.0278308 0.0777703 -0.0714222 0.0385719 -0.0780837 0.0120743 -0.0667149 -0.111897 0.184969
internal_count=361931 120714 241217 209868 198585 135487 63098 6974 56124 40426 15698 411 132539 67092 65447 61208 28814 19919 65311 6563 19529 32394 15964 3437 2293 29424 7777 5072 21647 1177
shrinkage=0.000980392


Tree=4856
num_leaves=31
num_cat=0
split_feature=51 1365 73 368 225 1041 16 257 434 643 311 982 911 54 1292 287 628 1452 286 72 1386 1449 904 1458 911 1310 1438 1047 693 76
split_gain=9.19413 12.6262 14.7854 17.0379 16.0252 16.1495 14.6312 13.6381 13.191 12.9738 16.9126 15.7858 14.8916 22.9399 14.6318 13.9618 13.8448 14.9782 15.0406 21.5984 15.6976 13.9878 18.2384 18.6183 13.5146 13.3405 15.6403 13.187 13.1724 14.9956
threshold=1.0111847875080273 2.0426043571165486 -0.83107381142549885 0.68790859133042659 -0.091800829704399248 1.0584476820212709 -1.0375846765119416 3.5639524758639904 1.6965808160790266 1.9559674469574937 2.1927101515465859 0.67276119359907682 2.0352771826736933 -0.42445565733332025 2.4169836295058107 0.61497048725059511 -0.14049856824968066 -0.76841635434299438 -0.17034918075505731 0.80147023938700868 0.85293363371404041 0.74561756370782817 1.5503334385080021 -0.14554587881095421 0.899504435172783 0.70636653821702478 1.0000000180025095e-35 0.55143951951702175 -0.038823445884877399 -0.57941006992218613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 5 8 -6 9 -4 14 12 15 16 -14 28 24 17 -11 -19 20 -20 -18 25 -24 -12 26 -23 -22 29 -2
right_child=1 2 3 -5 6 -7 -8 -9 -10 10 11 -13 13 -15 -16 -17 21 18 19 -21 27 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.2418400664632829e-05 -0.00079089855563653283 0.033221106722381245 -0.015601394958335641 -0.04369716537770299 -0.068506237262256936 0.033803692995777665 0.023673588745599727 0.031039966833489887 0.061635930792915454 -0.035058744126953111 0.09862898443796439 -0.047671254678876757 0.079052826032621148 -0.008878832191284913 0.010629545353278298 -0.013168185392371147 0.0033024316842934737 -0.017179589338539244 0.011240925029785576 -0.034261477132654018 0.096091269746957794 -0.011586545852750641 0.16962998140972346 -0.0041506768684028503 0.0071436039677988438 -0.059164008469065478 0.056538643508226474 0.0053314009676870174 -0.001054705132474424 -0.0077533050205816903
leaf_count=306947 7895 241 661 114 38 118 587 128 27 303 88 27 71 83 1003 39 1623 564 406 131 74 90 21 20 33 37 121 28 22436 17977
internal_value=0 -0.0344803 0.157112 0.068772 0.133093 -0.0915592 0.404282 -0.0426402 -0.237796 -0.045294 0.102031 0.820599 0.0596049 0.74676 -0.0567078 1.1083 0.0182342 -0.164601 -0.040703 0.230593 0.474846 0.171492 0.665036 2.18186 1.49078 0.410911 0.6174 1.29851 -0.0642956 -0.108076
internal_count=361931 54984 1786 1545 1431 806 625 53198 688 53070 3759 187 3572 154 49311 160 3418 1506 1203 639 508 1912 289 41 121 248 211 102 48308 25872
shrinkage=0.05


Tree=4857
num_leaves=31
num_cat=0
split_feature=21 1462 1423 1457 1465 1458 1459 1463 319 1438 1108 760 1311 840 1451 1455 284 551 588 1462 359 1470 966 1313 213 1468 1458 1185 1178 981
split_gain=9.17913 9.6179 9.54732 12.8747 16.27 33 30.5872 19.2415 21.2249 18.3693 17.8402 17.5655 16.7797 16.3115 15.8323 26.0111 21.7498 19.8985 19.8298 17.6265 16.5333 16.3153 17.3064 19.0475 15.6699 15.4831 21.1939 16.3916 15.4316 16.05
threshold=-3.2545899522946695 0.64216061943476632 1.0000000180025095e-35 1.5416109563948532 -0.40523020188868136 0.94026471314454818 2.0049806708981972 -0.37393173371378402 1.0000000180025095e-35 1.8084897874314609 -0.71777941319445626 2.2654097059605838 -0.78493767823967076 0.83664767660263994 0.34500621528061176 2.5522110869383945 1.3234090929576732 -0.38003022989205015 -0.31407487021714353 3.4653406265423476 1.2302374016894795 -0.36509443454272694 1.6467690907796551 -0.63912479072146866 -0.61074102159805121 1.8034839195215984 1.0431849131700892 2.418568582107318 0.072178757778959643 -1.3584320369150591
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 8 9 -5 12 14 -9 28 15 16 18 -18 21 -16 -17 22 -6 -24 -8 26 -7 -28 -12 -30
right_child=2 -3 -4 4 11 25 24 10 -10 -11 13 -13 -14 -15 19 20 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.023795676432996959 -0.00010140292072900902 0.018124355321676177 -0.0015103473128102902 0.0081700580593117005 -0.013328543389832317 -0.053455735600994883 0.022254738314347825 -0.02512492523071895 -0.024327912269220153 0.053090310449145556 0.022150896869115935 -0.030952436750417769 0.016609654731315357 -0.00013135101260532668 0.0075358995764309676 0.037132687331293608 0.0410242605965246 0.0001051972570998595 -0.0016228211664405516 -0.014346910130645596 -0.072348112574670206 -0.032340993833736016 -0.0631557528478979 0.063272835724053803 -0.022672999422672237 0.012197153048018196 -0.0074379520150597541 0.045621307487528129 -0.027893694102313939 0.048433286001046488
leaf_count=89 268516 627 74693 1598 1369 167 107 159 334 103 877 296 439 220 4302 227 188 435 2596 497 20 723 31 73 401 532 1638 66 39 569
internal_value=0 0.262431 -0.00337217 0.00227146 0.0597611 0.140164 0.247551 0.310603 0.140623 0.230448 0.441084 0.00392932 0.115386 0.552688 0.0171109 -0.0672941 -0.103569 0.27084 -0.160379 0.106657 0.597687 -0.334978 -0.195617 0.744425 -0.248573 -0.0667215 -0.164916 -0.104137 0.633043 0.887347
internal_count=361931 716 361215 286522 18006 7249 4846 4338 2035 1701 2303 10757 598 1705 10461 5662 5415 623 4792 4799 247 2196 1473 104 508 2403 1871 1704 1485 608
shrinkage=0.05


Tree=4858
num_leaves=31
num_cat=0
split_feature=519 858 927 588 853 1251 708 422 981 140 344 578 553 436 1397 735 832 1217 12 282 697 917 763 483 50 72 1188 637 703 844
split_gain=9.10001 17.8711 18.9308 21.952 14.9144 14.4354 14.2329 14.0492 13.347 13.6133 17.4442 18.066 18.0158 14.2016 15.9737 14.8391 20.8687 14.2343 14.1361 16.2195 15.3123 15.2953 13.3716 13.2066 13.205 14.8449 13.3205 13.1126 13.0716 16.8329
threshold=2.1420547332082829 1.0825608069246189 1.0483613175537825 0.71188872395471614 0.91359539958596292 0.37101455012705181 0.28382550431389991 1.5261100623430293 -1.6421787736065159 -1.0240709741371066 1.1491510998781056 -0.38254056328201841 0.21277223426709205 -0.71244648938398958 2.1779268547498147 1.0000000180025095e-35 0.94493836691453159 0.86386423179447369 1.6812459777032511 2.4839095648608218 -0.1674096103020325 -0.38871845858298909 -0.55707435469771416 -1.6700579310917905 0.55630078546380823 1.0946900897653922 -0.38425427815768076 2.0765376852267843 0.38432704495528586 0.05302260426055997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 23 6 -5 -8 -2 24 11 13 -12 15 18 17 -17 -11 19 21 22 -15 -20 -4 28 26 -26 -7 -10 -30
right_child=1 -3 4 5 -6 27 7 -9 9 10 12 -13 -14 14 -16 16 -18 -19 20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00030865912939671749 -0.014894893762257975 -0.006259675749499663 -0.076128985220343531 0.020092680121776684 0.0076637063084030975 0.0024577652489959009 0.0058773753788102442 -0.05562713386053534 -0.004802025875864372 -0.013494966379612935 0.021516477713966142 0.0059443802112982133 -0.0038272628328863178 0.0094337969945761675 0.045522909711830734 -0.047585027719440467 0.020284189340439546 0.049770853433795816 -0.042734852246083088 0.062643948236664471 -0.055407692089885663 -0.0078891445425520196 0.025490537517566848 -0.0082636089627956839 -0.011968666809343501 -0.03903002391414262 0.036445106308870608 -0.075421133715124322 -0.05493758185383818 -0.0064130448281821727
leaf_count=338398 622 2809 40 2096 792 916 500 50 886 178 1173 6699 485 986 91 296 69 49 58 38 118 1485 72 2213 113 63 184 27 232 193
internal_value=0 0.0386151 0.0607911 0.0888601 -0.0948598 0.240084 0.320581 0.0118282 0.0493173 0.0625266 0.0868894 0.052925 0.292489 -0.0748241 -0.0131365 -0.390173 -0.681307 0.0365563 -0.0414614 0.00771887 -0.526638 -0.0164974 -0.0437092 -0.185654 -0.136792 0.221065 0.413327 0.00441658 -0.257642 -0.612015
internal_count=361931 23533 20724 17679 3045 3589 2646 550 14090 13468 11797 10139 1658 3440 2848 592 365 227 2757 2509 248 2471 130 2253 1671 360 297 943 1311 425
shrinkage=0.05


Tree=4859
num_leaves=31
num_cat=0
split_feature=1464 1457 1468 1462 1457 1453 1458 21 1457 1467 1450 1463 1461 1465 1459 1451 1466 837 1451 21 1450 1329 1237 1469 618 1178 1451 1466 1185 777
split_gain=9.08494 14.1388 25.8807 23.3308 22.8329 50.7602 33.7265 34.4288 30.5969 26.6414 26.2538 26.4497 25.3607 44.6956 23.0189 22.0039 21.9097 21.7103 21.2123 34.2856 21.4283 20.8671 20.6763 19.9941 19.7345 19.5805 19.184 23.0184 19.06 20.838
threshold=1.5993600128483978 0.68635126017805159 3.2937191260639342 0.51820475264331234 0.31419197391419401 1.1632792557058573 0.19850331643925798 0.81122649975724037 0.32467392806057416 2.8240099058248513 -0.69232819917838839 0.95688614287810314 1.4098417307792441 -0.086068629075202727 0.90775512621911081 0.13675593870780142 -0.33468394112932082 -0.50237867323171936 -0.46515414779715875 -0.70163543588998201 1.3752107613672571 -0.052857922440079051 1.4298092310842805 -1.0352100314532211 -0.73795231540088524 3.0632018475793505 1.0127412325901599 -0.44769707068251413 -0.62977976284344372 -0.27311865308615157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 8 -6 14 -9 -12 23 17 18 -5 -16 -14 19 -8 24 -22 -20 25 -21 -10 27 -7 -29 -30
right_child=-2 -3 3 15 5 26 9 10 12 -11 11 -13 13 -15 16 -17 -18 -19 22 20 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00016643546762786033 0.0020938308657825889 0.0014381838125669287 -0.021879832166241744 -0.012717354115838644 -0.032377841778580906 -0.021472046836955281 0.031393095094111215 0.022780605717038133 -0.0012216434744125666 0.046321383894022294 -0.0067960672038813496 0.030031510668039663 -0.0022749585248243403 -0.030898340201329574 0.011807821814105345 0.016792768644333551 -0.024035935497001282 0.049770933344725328 0.00047960947541025634 -0.036820827217272256 0.0081958684372724269 0.077689879148591545 -0.034003655292916178 -0.013272977513026427 0.001966438431503893 0.083229205838569853 0.025276975445540775 -0.011926453107216234 0.037717971324234045 0.0010793458736146372
leaf_count=255208 22704 53859 1693 928 1178 481 772 568 1601 143 2572 236 151 298 298 515 947 278 2660 320 180 77 337 11448 682 33 737 316 371 340
internal_value=0 -0.00578937 -0.0127414 -0.231525 -0.0103272 -0.0776434 -0.112701 -0.169501 -0.227515 0.0317688 0.0316625 -0.0621161 -0.195703 0.231424 0.0060953 -0.0198195 -0.287167 0.634682 0.0757104 0.258421 0.0105223 0.572979 -0.0516989 -0.223597 -0.159531 0.0154402 0.239583 0.0807764 0.23941 0.423234
internal_count=361931 339227 285368 3136 282232 27024 24779 18363 14987 6416 3376 2808 13809 727 6273 1443 1245 429 5028 2031 1259 257 2997 13082 1002 1634 2245 1508 1027 711
shrinkage=0.05


Tree=4860
num_leaves=31
num_cat=0
split_feature=288 499 1097 1193 213 1302 768 1322 615 1116 414 914 1464 1466 846 768 286 698 823 690 1324 11 898 363 421 1464 632 779 1375 668
split_gain=9.09386 21.2172 19.514 19.4134 19.2677 18.8389 17.7454 20.5465 18.4054 17.6033 21.4034 17.31 17.6769 24.0792 20.7503 20.6818 19.9992 21.0609 19.3019 18.0043 17.0401 17.2437 16.762 16.323 17.226 16.3064 17.9421 21.7699 16.8597 21.1741
threshold=-0.25705749870285982 -0.13609051122181101 -1.2571877020351898 1.3479670591186661 -1.2382341432559529 1.0000000180025095e-35 -0.5830145028969872 0.61573082401579859 1.0000000180025095e-35 -0.25637308250718444 -0.25652610672386761 2.9182220680618722 0.2602645535820674 5.394510856179541 -0.48273133918595618 -0.95451858678094392 1.6034515825256794 0.58460801254594275 2.7559558503392179 1.3730608268003277 -0.71415002500484415 0.86494917628642398 -0.38779672249822345 -0.58875976817446929 -0.46184288452204275 1.0610189664650174 0.69106015166129986 -0.948536242829075 1.4699022808422932 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 -3 23 -1 -2 8 -8 -10 -11 12 18 14 15 -14 -16 -18 19 -6 21 -9 -13 24 -4 26 -17 -28 -27 -30
right_child=2 3 4 -5 11 -7 7 20 9 10 -12 22 13 -15 16 25 17 -19 -20 -21 -22 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=0.0010291021301590999 0.0021261890993376845 -0.0016923881854918903 0.013806097254372788 -0.0086838153876792699 0.00088867528861686295 -0.0042491668017805894 -0.0072782273635570056 0.02986321408712235 -0.0015993545702511832 -0.0074780023301361026 0.022037124453932633 -0.015647501461204437 -0.0019411424858241134 -0.03230094662223134 0.0020078557666889456 0.0091013866580942609 -0.0058885179525118986 -0.045900252537486995 -0.0080605555552157992 -0.0053369128041564039 -0.014021744970874049 -0.035723355568644886 0.027208996628487744 -0.017479099491998388 -0.010892011606770436 0.0020242012380878795 -0.01110460171870704 0.027587488117291965 0.071521673987399198 0.0078834229101739459
leaf_count=86171 8432 71498 720 7502 95964 14687 7438 339 7059 696 1321 172 2619 254 25437 4342 883 232 5209 6650 4928 127 586 1925 1008 3943 204 1305 87 193
internal_value=0 -0.0152122 0.00883845 -0.0455364 0.0180257 0.00844529 -0.0544477 -0.097459 -0.0480155 0.0384508 0.254495 0.0215624 0.0198384 0.0599047 0.0641943 0.136155 0.0277116 -0.278673 0.00442242 0.010061 -0.238453 0.291978 0.370682 -0.167864 -0.0037034 0.180606 0.254792 0.454304 0.0769432 0.599771
internal_count=361931 179858 182073 79000 151733 100858 30340 21908 16514 9076 2017 148080 147322 39499 39245 12693 26552 1115 107823 102614 5394 466 758 3653 1728 10074 5851 1509 4223 280
shrinkage=0.05


Tree=4861
num_leaves=31
num_cat=0
split_feature=785 728 852 1175 209 1037 1115 1077 140 1469 1369 900 1383 647 590 67 422 902 694 1114 1180 351 395 66 1154 421 1311 1003 471 872
split_gain=19.7503 15.0712 17.889 23.5405 24.2916 21.555 20.2549 18.9408 19.1913 19.2105 21.7818 18.3671 17.8027 17.5478 37.5063 16.9181 18.335 16.6179 16.3512 16.2026 17.2713 16.0285 16.0198 21.501 18.9548 18.3701 18.1258 17.8586 17.9485 21.6446
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.65609391801188754 -1.0573369817776388 -0.028015989073536769 0.66748931061310712 4.2406324835638474 1.8790564127931246 -1.3381350792132791 1.0000000180025095e-35 2.1273853924476502 -1.0318768662434141 -0.87782724458594241 0.58895901036483078 0.2639097113453524 0.1815504482713273 2.0947916829856985 0.047711303112312357 2.0550188226343908 2.1966529663752774 2.0347385979342092 1.0000000180025095e-35 -0.71144088264426897 2.588226562848932 -1.4212588265890334 -1.1154991481117296 -0.7850915137800657 1.0043670984357114 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 5 12 -4 19 8 9 10 -6 22 -5 14 21 -8 -17 -2 -13 20 -7 -3 23 25 26 -11 -24 -28 29 -29
right_child=1 13 3 4 7 6 15 -9 -10 11 -12 18 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=4.2158522805688191e-05 -2.8496399935584547e-05 -1.8793682747493478e-05 -0.00013209094615706087 -0.00044042068559814853 8.2638066395563449e-05 0.0001672152575321732 -0.00030275462193108711 -0.00096603345266634629 -0.00012193878024684917 0.00076825526673846966 -0.00065454793259522794 0.00039053124346056855 -5.6228716451049208e-05 -5.4931252961754523e-05 0.00036246758275695819 -0.00025821554893385221 0.0007846039146614214 7.5516822088258267e-05 -8.0623046698683539e-05 -0.00046240287281153653 -0.00023022155466953431 -0.00092616249054074866 0.0003176307173784037 5.4553270386655405e-05 -0.00022167447688034375 -0.00012868627030776872 0.00020702917540217934 -9.9751727827249506e-05 0.00016925342860386278 8.513047985354105e-05
leaf_count=29559 149931 4669 10098 941 344 4881 1427 95 2733 109 350 1336 4721 93730 1384 161 135 8293 438 282 729 152 1702 17130 748 5557 4559 4336 4216 7185
internal_value=0 -0.0180472 -0.00877427 0.0195061 0.039981 -0.0583086 0.0333283 0.0536123 0.0553103 0.0652741 -0.285059 0.0706734 -0.112365 -0.0461127 0.0769179 -0.190386 0.264684 -0.0233061 0.283569 0.0980167 0.124214 -0.0424824 0.0620477 0.0176879 0.0996174 -0.110825 0.110799 0.0939012 0.0612371 0.0170538
internal_count=361931 332372 232437 74213 56500 17713 7615 50838 50743 48010 694 47316 5662 99935 6205 1723 296 158224 1774 5892 5610 4821 45542 22796 22746 5666 21998 20296 15737 11521
shrinkage=0.000980392


Tree=4862
num_leaves=31
num_cat=0
split_feature=1454 688 158 1431 218 1452 1326 1325 1312 1222 855 624 71 148 838 505 349 562 147 353 690 1176 349 12 80 1209 975 978 359 629
split_gain=9.01319 9.9162 10.9944 9.1926 13.1772 13.0982 15.703 13.5176 15.496 14.1624 17.0995 15.4792 13.8695 13.6738 14.265 15.6908 13.5626 13.3402 13.8001 13.8076 15.8408 16.8371 15.7925 17.1908 16.856 15.4261 13.3965 16.0329 13.1232 13.1221
threshold=-1.0640499357927207 1.8849701531923702 2.4801882991198871 1.0099929608726099 3.4799190490349763 0.13166737952109073 0.23916684611127284 1.9877016427479004 -0.31028029937961582 1.0000000180025095e-35 0.38132453514894821 -1.7132801738113002 -0.56226508122648933 1.4432498042120054 -0.6135502437346837 1.0000000180025095e-35 -0.57847080924683203 3.0537978468623685 1.8130491715447743 0.87031742678005375 0.18652904841979692 -0.22731382705032974 0.014609460503381987 -0.99253141096930719 1.2519534668999615 2.202785429734794 -0.026904162465013922 0.44697471686950646 -0.43419741778608795 -1.9706318821286104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 17 8 9 10 11 -8 -12 14 15 16 -13 18 -7 22 -21 -22 23 -20 -25 26 -24 -28 -19 -10
right_child=3 -3 -4 4 -6 6 7 -9 29 -11 12 13 -14 -15 -16 -17 -18 28 19 20 21 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-0.027954979722720704 0.00012510734432890657 0.054019948134365905 0.051948603870742571 -0.0028320531729355745 -0.04584066273680798 0.0026620970773517734 0.074420956118074408 0.037415421238542017 0.107860609894779 -0.032953163663068559 -0.030773873905845003 -0.02017088040982129 0.032142143325896315 0.034024232837016416 -0.040141791223531148 -0.040753378945687813 0.044070047264455875 0.088432294863608985 -0.020094513128496277 -0.061986068017141439 0.082602547067776907 -0.049813981610326102 -0.036498507553471338 0.06430880470001514 -0.065588612012374467 0.09465981753793748 0.0023448762860031796 0.11677407718257325 0.00030636402612009323 -0.00027106627436350461
leaf_count=554 306176 20 30 40547 163 9097 27 94 21 554 84 76 199 66 466 122 97 51 72 73 33 32 154 252 25 23 169 23 46 2585
internal_value=0 -0.355045 -0.450417 -0.00209067 -0.0338297 -0.0319576 0.034749 -0.091338 -0.11513 -0.303262 -0.151856 -0.335813 0.352176 -0.398617 -0.495633 -0.108153 0.310682 0.0927142 0.0824064 0.407655 -0.353405 0.545617 0.559201 0.909294 1.14237 0.10737 -0.0908176 0.443439 0.971986 0.0100458
internal_count=361931 604 584 361327 55151 54988 14441 4391 4297 1691 1137 854 283 827 761 295 173 10050 9953 856 138 65 718 349 277 369 346 192 97 2606
shrinkage=0.05


Tree=4863
num_leaves=31
num_cat=0
split_feature=862 1327 10 1450 831 1183 495 1130 5 221 1312 971 1322 940 512 903 288 1247 1438 1318 1104 697 1462 209 7 1320 1104 1049 637 768
split_gain=8.92081 12.4315 13.9182 16.0128 13.6128 13.4705 13.2061 12.9043 14.9339 14.4381 12.8775 12.6551 14.2488 13.6485 13.7503 12.1853 15.0286 15.8813 15.7712 13.6255 13.1673 12.5992 15.1635 15.2704 14.5626 14.0403 13.273 14.7792 12.4093 12.9854
threshold=-0.97446007815901359 0.30677017286135472 1.1066538003901334 0.38401429272747473 -0.61794080088524561 1.7340337047097596 -0.77402061366434094 -0.87343702765667508 -1.170740787557097 -0.79535661094009702 0.87850718837686881 3.1701181322111656 2.0287244124480686 2.3907917078320593 2.181446250730954 -0.72465251458193036 1.1244281419482509 2.3015997771200616 2.8814119719240998 1.0460472764215079 1.1572936939958769 0.53167395993329025 0.10265607763050343 1.3008348672688597 -1.0755870125988853 1.0881966005411485 -0.50354322854343614 0.56378428321114848 2.2005205147308167 0.66332177852015783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 6 -4 -8 -9 -10 15 12 13 14 -1 19 18 20 21 28 -18 24 23 -23 26 -24 -17 -28 29 -3
right_child=-2 10 3 -5 -6 -7 7 8 9 -11 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00092357312346675571 -1.0445238412337668e-05 0.023749087484722667 0.0039333625756574368 -0.011619040315273563 -0.0038875042856801687 -0.052366970705732596 0.11806341973559885 0.078218777778703633 -0.034438468073424613 0.035611663591341151 -0.025273418594045784 0.035894799163490358 -0.036183758666092108 -0.042082513742420669 -0.033087094763974416 -0.052941244002141223 0.01396535391023254 0.11321764995940656 0.077196006762375091 -0.048511168586009096 -0.072703506978966589 0.002831354311155861 -0.050117982538734111 0.073692983814371324 -0.026510524334267229 0.081333728741704872 0.053575479541987617 -0.048700066697584102 -0.071390681239397916 -0.01625779448334937
leaf_count=7684 347105 607 239 412 315 51 26 95 85 298 958 135 258 303 330 55 303 20 29 119 39 415 156 54 1464 21 86 28 47 194
internal_value=0 -0.0676443 -0.0158027 0.215506 0.378312 0.563642 0.636658 0.852692 0.744382 0.497223 -0.185961 -0.0584998 -0.072201 -0.0534919 -0.0382535 -0.120689 -0.211233 0.261827 -0.294566 0.141784 0.122931 -0.321032 0.0087267 0.252872 -0.440606 -0.721692 0.252451 0.629484 0.234956 0.29646
internal_count=361931 14826 10231 1521 1109 794 743 504 478 383 4595 8710 8575 8317 8014 3637 2670 362 2308 967 342 2279 646 469 1633 177 169 114 848 801
shrinkage=0.05


Tree=4864
num_leaves=31
num_cat=0
split_feature=1430 1160 498 1353 809 690 703 394 1119 233 977 1398 10 776 31 345 1118 696 1396 14 209 1103 1458 1177 848 1242 431 222 834 898
split_gain=8.9133 20.7803 14.1675 14.405 13.6188 13.5866 13.6307 16.6405 16.0387 15.7603 15.3672 15.3207 17.4644 14.8623 14.5914 18.0306 20.7808 15.0012 14.7802 14.3524 13.6166 16.6343 13.5815 17.4471 14.6436 14.3518 13.6688 15.5957 14.1393 13.5482
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.6245731242828796 4.9013077031266592 1.0000000180025095e-35 -1.5745339068607798 -0.72730890275519677 1.2207458879531985 -0.067495583273071383 1.8522012844513782 0.45847711610645542 -0.81180104518693696 1.7692380070980349 1.9515102447958468 -0.56960846659031006 0.16361934470625866 0.51215444702960367 -0.89746196169166825 0.79097881625485977 -0.8276273656395855 0.61719547129121022 -1.1531219963895318 0.12934318160464789 1.1820282584196837 4.0005510252830154 -1.6836132099837351 2.7922822542294714 -0.0096903353197837216 2.6289087132083835 1.3121533561687027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 7 8 9 13 -9 -10 14 -7 15 16 -13 -17 -19 -11 29 -22 24 -24 26 -25 28 -28 -8 -16
right_child=-2 2 -4 -5 5 6 22 10 11 19 -12 12 -14 -15 20 17 -18 18 -20 -21 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0039775126725205097 0.00038167036284291085 -0.00010183247366573483 0.0052287365647113162 -0.048459366691457992 -0.013162412354138115 -0.00714933992788224 -0.003515091943587908 -0.034861399880519686 -0.017608648733475035 -0.041169670333055103 0.016017713622335915 0.0013359820473011483 0.068246364711459728 0.034650524365480648 0.010529992275012813 0.10050403035196574 0.071911268700345019 0.059445133150529253 -0.039379325540442607 0.062627703346886721 0.040430105642864526 -0.038137162445240069 0.0067245033132338032 0.07388636165443721 0.056401283797255022 -0.022574248116707572 0.064974277956031015 -0.040699261232472167 -0.042448630206440366 0.060395180408813191
leaf_count=55595 197825 79840 6373 80 1362 1581 11499 420 192 47 151 271 82 148 694 67 60 71 27 108 47 171 4154 22 71 582 77 44 181 89
internal_value=0 -0.0165332 0.00601504 -0.00306529 -0.0522014 -0.00244184 0.0122349 0.14553 0.20102 0.0160686 -0.334612 0.355909 0.42692 -0.0585064 0.359687 0.672152 0.341661 1.24834 0.677751 0.844267 0.178973 -0.366756 -0.0181963 0.0875579 -0.065139 -0.354455 -0.0716164 0.77744 -0.0801591 0.331376
internal_count=361931 164106 86293 79920 77813 22218 20856 4226 3655 1884 571 1771 1579 1729 1497 496 331 165 98 155 1001 218 16630 4758 11872 604 11801 121 11680 783
shrinkage=0.05


Tree=4865
num_leaves=31
num_cat=0
split_feature=545 959 1094 795 705 566 340 484 702 1469 427 633 402 1361 1223 1367 13 1365 395 1370 69 641 64 980 1461 690 431 1291 211 515
split_gain=15.9201 18.6859 20.765 19.0008 26.8249 21.862 24.1485 20.1678 19.9293 18.678 19.451 23.3059 18.6333 18.0111 17.7641 17.8811 17.632 17.5309 17.4997 18.0013 21.2833 17.3705 17.0566 19.3102 17.189 17.0387 23.2215 16.6669 16.6495 16.5675
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.29258408639884992 0.28191752204954684 1.7603402020327763 1.8162821653890682 -0.38529859338704892 0.82247273120287534 0.23550153252728254 -0.51777360960278751 2.6267512487368179 -0.92710518500779682 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.127678804199806 2.0426043571165486 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 3.9256961922190565 0.58408534944085788 -0.66481406174213398 -0.21004840118973137 -0.36926741619003056 -0.71924329785215202 2.3812033167488225 0.48301662769194981 1.4353143596930875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 6 12 22 21 -3 -11 -12 25 18 15 -14 -17 29 19 20 -4 -9 -5 27 -25 26 -6 -24 -27 -16
right_child=1 3 13 7 5 -7 -8 8 -10 10 11 -13 14 -15 17 16 -18 -19 -20 -21 -22 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=-4.0016858113094875e-05 2.2430402324532251e-05 1.996270611009778e-05 -3.7668782242768111e-05 2.9467740714679342e-05 -0.00062806866003405743 0.00022240577845387814 -0.0001893861632986669 -1.8743178784843009e-05 -0.00010026189991892967 -0.0001957905663277109 -1.1613176376477334e-05 -0.0006403430097385493 -4.4913486336729428e-05 -5.4893282582965929e-05 0.00010463334053002987 -0.00024167180224736695 9.1569891735949707e-05 -0.00015214686567477395 0.00093134525978608412 -0.0002637174311303685 0.0011450192334877254 0.00058119197845346094 5.733950078501216e-05 -0.00010054466775554836 -0.00044064390903936305 -0.00055282709563160874 0.00055721786812066242 0.0012823864422894513 0.00017845172675228627 0.00032228978746083267
leaf_count=94059 13044 33966 733 47352 145 3435 2519 48264 20167 5208 13426 328 12184 14263 18310 892 13277 1146 75 9327 108 239 1923 3325 1217 788 273 56 224 1658
internal_value=0 -0.00192068 -0.0571989 0.00478434 0.0267612 0.0609759 0.0489428 -0.0144451 -0.0412023 -0.0106052 -0.0707461 -0.0264991 0.0587096 -0.104747 0.0656309 0.0249342 0.0748978 0.111221 -0.212705 -0.226843 0.179212 -0.0160065 0.0169872 -0.101367 -0.188793 -0.215552 0.186136 0.100058 -0.391107 0.125793
internal_count=361931 267872 37550 230322 107779 54851 51416 122543 68670 52928 18962 13754 48897 24506 47467 26353 14169 21114 10243 10168 841 48503 53873 6521 4542 1430 418 1979 1012 19968
shrinkage=0.000980392


Tree=4866
num_leaves=31
num_cat=0
split_feature=614 890 795 768 705 566 434 854 797 710 903 791 1002 651 965 675 839 921 210 1040 400 74 426 1024 857 1077 271 560 1325 694
split_gain=13.8563 18.8275 22.4327 21.3892 21.1759 23.0403 20.5452 19.2246 54.9768 23.1755 22.1021 21.6176 20.6744 21.4016 21.4591 20.6027 20.4554 19.7539 20.3407 19.5675 19.4507 18.4944 19.4704 19.0509 18.2508 18.0854 18.0484 19.8577 20.3326 17.7023
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 1.8936793896627242 0.28191752204954684 1.7603402020327763 3.7374297967062331 -0.87473648844905705 0.63961785378869596 1.4588992811557273 -0.63331990255781911 1.0000000180025095e-35 0.69854289147193727 1.1107569744011787 1.4967165609810034 1.0000000180025095e-35 2.778493016390716 1.0000000180025095e-35 -0.37641982178211458 1.6617214774862661 2.2100914280216659 -1.7863694194860995 -0.67158347928639062 1.3727948663943095 -0.49205703050329141 1.4357019976763823 0.97972484085949774 0.26752532682588021 -0.38614052529604481 2.1748273896674011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 3 4 -2 -3 -6 -5 8 -4 11 -11 12 17 14 -14 -13 19 24 21 26 -20 22 -19 29 -9 -1 27 28 -12 -23
right_child=1 2 7 6 5 -7 -8 9 -10 10 16 15 13 -15 -16 -17 -18 18 20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.4916467280123803e-05 -4.3358301348656722e-05 -4.8810397105144537e-06 -5.9738496866553946e-05 -0.00032095835368332057 4.597714222774147e-05 0.00022533703624916449 0.0018808742649805141 -0.00010821017152809829 0.00024357673643362614 0.00023666269097207259 -0.00011022982559808407 0.00017359992749162008 -0.00012407876663200643 -0.00034877246405027912 0.00016973015761908108 -2.083327671130639e-05 0.00084433235446506444 0.000261340346821292 6.5409922484938247e-05 0.00033859503547448594 -0.00043893130064650394 -6.3198433890004397e-05 0.0031259409592938273 -0.00044121867208026796 -1.9802068444380264e-05 7.5027207121496615e-05 -0.00034556306989070657 -0.00017798083351833148 0.00022051372321699373 0.0011767942666876751
leaf_count=98407 23784 51101 6883 2492 51355 3438 23 22011 4397 2627 1437 4329 10969 1815 1265 6772 120 45 17715 659 451 7723 20 916 27348 8865 985 1863 2063 53
internal_value=0 -0.00090339 0.0049127 -0.068167 0.0290667 0.0592847 -0.30142 -0.0160539 0.0697057 -0.0255075 0.075257 -0.036276 -0.0482529 -0.127015 -0.0934702 0.0572635 0.0107446 -0.0329077 0.0157878 -0.00544791 0.0562789 -0.0796033 1.26744 -0.0883524 -0.0612428 -0.0353388 -0.0437141 0.000763043 0.0955827 -0.0545697
internal_count=361931 254659 228360 26299 105894 54793 2515 122466 11280 111186 9754 101432 90331 14049 12234 11101 7127 76282 26923 7007 18166 8757 65 8692 49359 107272 6348 5363 3500 7776
shrinkage=0.000980392


Tree=4867
num_leaves=31
num_cat=0
split_feature=785 579 728 589 508 651 1171 514 576 804 360 1043 822 485 1109 692 207 1460 54 1039 974 1383 1454 622 838 41 1467 499 563 759
split_gain=9.20369 10.324 19.378 20.948 28.4719 19.5065 18.2633 16.8665 22.6684 17.7957 16.8441 16.3963 18.9696 18.1822 17.4753 17.1705 17.0435 16.732 18.596 20.1514 19.8088 20.4382 17.4713 19.8057 18.2734 18.0358 17.6681 16.7263 16.5327 16.6374
threshold=-0.86283290253235112 1.0000000180025095e-35 -1.3163276726681863 1.4824100882457953 0.93928964529742032 1.1107569744011787 0.81981033005472737 1.9087852721677012 0.22770019498347679 2.2521318533151415 1.9693832147373518 1.0092399748889116 -0.62135608139798226 2.4120026221669075 -0.370617318445079 -1.4012528866146889 3.571777466337577 0.071504580386072242 2.8571107612274447 -0.52042869339961595 2.2111696650374939 -0.29258921599314536 0.46457600248903658 -0.86836542964820695 2.0789247412542355 1.0228219084656607 4.1209713034531967 -1.2323689731705876 -0.51527494930409479 2.1979305958319837
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -5 9 10 11 -9 12 17 14 15 -14 -16 18 19 27 22 -22 23 -21 25 -25 -24 -4 -19 -30
right_child=1 2 7 6 5 -7 -8 8 -10 -11 -12 -13 13 -15 16 -17 -18 28 -20 20 21 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=0.0017830681493373375 -0.00080274952270947223 0.0036410225215222284 -0.023117362184071628 -0.00014617043705311477 0.020107870305714853 -0.011643443429204179 -0.0232667146813435 -0.0053888143027821652 0.010280094028947522 0.0083747096729885478 0.043889523532098421 -0.0047560836277818078 0.023265400092649935 0.017052509442293206 0.0029827890410875917 -0.0030805325848052463 0.069180759505711537 -0.012711820975821837 -0.02408147393064668 -0.020574182369079489 -0.012720513037747395 0.049586199037105635 -0.016472913181329703 -0.0010514574430507762 -0.039611947617536176 -0.019930519729433282 0.043909136740085106 0.0022711433912742693 0.0048605544014447312 -0.032736389771069789
leaf_count=29559 221956 10547 495 3825 2113 261 447 2974 4774 2447 101 11698 543 954 22031 13022 46 983 661 1264 123 146 3126 10570 249 1006 47 8331 7448 184
internal_value=0 -0.0062476 0.0121024 0.0810595 0.12608 0.335739 -0.0564054 -0.0019617 0.107245 -0.0112678 -0.0696035 -0.0177773 -0.00341064 0.0333539 0.024395 -0.0466827 0.0627556 -0.0448737 -0.0768039 -0.0661504 -0.119654 0.477965 -0.132252 -0.091733 -0.0618736 -0.0486863 -0.299593 0.023498 0.0447269 0.0807162
internal_count=361931 332372 110416 17193 12921 2374 4272 93223 7849 85374 3075 82927 71229 36596 35642 13565 22077 34633 26018 25357 16531 269 16262 13089 11825 11576 3173 8826 8615 7632
shrinkage=0.05


Tree=4868
num_leaves=31
num_cat=0
split_feature=728 813 620 15 1469 434 915 362 761 798 833 1316 1115 1247 557 564 1280 1327 497 902 146 27 1391 623 692 766 355 831 887 1182
split_gain=12.1963 14.2206 21.0974 18.8228 14.8157 14.54 19.139 17.083 14.3504 17.0495 18.317 16.2273 14.9543 16.7123 17.7321 14.6438 14.527 21.6717 17.043 16.9711 14.7776 15.0662 15.1764 16.033 14.2592 15.4973 15.4377 15.6468 14.7104 14.5067
threshold=1.0000000180025095e-35 0.44561103650162237 0.13102810056866962 1.7252490091840407 -1.3381350792132791 1.6001957512855445 1.0000000180025095e-35 -0.85995918118190939 1.0048910943460496 2.2760684109587372 0.78593014672994221 1.633266764140745 1.1216508051956018 -1.2388238698067948 -1.2816109146534698 2.3227733840757487 0.61486437178943043 1.6836099261495805 0.42072909922241747 2.6786238637939142 -0.49039655429605944 0.40946546579099191 0.10548066189263917 -0.85471151680209367 0.70005814444325976 1.6377504047987126 -0.92489695506963099 -1.1984483051678247 1.8786947169984345 -1.073719191986428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 -2 -5 -4 -7 -8 9 10 12 15 16 -14 -15 -12 19 18 -18 20 21 22 23 -3 26 28 -6 -28 29 -26
right_child=1 2 5 4 24 6 7 -9 -10 -11 11 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=2.6945487592936039e-07 -5.9791492103241454e-05 0.00064150914947106439 -0.00010086514808050355 0.0015788431767884664 0.0003147188492072287 1.7284360342076979e-06 -0.00080300995812391922 0.0013281493375940675 -0.00012992168203791824 -0.00025011644925321296 -9.5300608297446037e-05 -0.00065154226704052421 0.0016941949637242363 0.0017948384468142074 0.00026720177236261555 0.00035917607955150433 0.00012215946244935487 -0.00097323505240608243 -0.00039740498073290322 -0.00058803702175493175 0.00021386477802921188 -0.00027820134997543129 0.00038196487153613915 -0.00017997985820821454 -0.00056180652498555664 -0.0008635135394848936 -0.00085067835349238825 -2.1669777123789465e-05 -0.0013225320337404737 0.00067670370693123801
leaf_count=252841 77391 189 8571 22 726 370 35 123 1958 968 2222 252 45 40 1181 435 1338 159 413 177 6529 806 775 960 60 70 263 2434 34 544
internal_value=0 -0.0314659 0.0135355 -0.0508756 0.112776 -0.0801563 0.316456 1.01212 0.0594338 0.082137 0.0993051 -0.0699026 0.137939 0.379597 0.325766 -0.0175102 0.110811 -0.0752519 -0.00744077 0.14888 0.162194 0.00429944 0.1238 -0.0607738 0.0978306 0.406041 0.0272391 -0.0713071 0.504648 0.574605
internal_count=361931 109090 27546 81544 4153 9099 528 158 18447 16489 15521 2909 12612 1266 1221 2657 11346 1910 1751 9436 9259 2730 1924 1149 4131 708 3423 2697 638 604
shrinkage=0.000980392


Tree=4869
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 713 650 645 938 471 1043 1286 804 609 659 850 1463 876 959 518 62 426 83 110 465 564 1391 795 195 326
split_gain=20.192 16.9279 18.0331 20.8175 18.5951 17.5695 22.234 22.7275 21.976 23.7858 25.3055 22.643 29.4276 34.2956 20.5134 19.5849 19.1247 18.9308 22.1482 18.8073 18.3539 18.7533 18.3423 20.5367 18.0134 18.5842 17.5668 17.5383 19.9562 17.7624
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.6923072129381651 0.66777575187080795 1.0000000180025095e-35 1.0000000180025095e-35 -1.3660566162460162 0.78161905918100072 0.45538871002063286 1.6285028476148826 2.2359170208873898 -0.71655674043578599 1.4334175752012324 1.0000000180025095e-35 -0.37718676718711608 1.0794040238867422 -0.67845511463764618 0.18985556792833808 1.260344968075326 1.0000000180025095e-35 -0.64999751152946472 -0.13931249898875961 -0.48115673594767477 0.73593705410083743 2.0820612608632372 1.6390506412245707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 7 14 9 16 -11 15 22 26 -2 20 -7 27 -19 -8 -12 -22 -13 -24 -15 -26 -14 29 -29 -10
right_child=1 2 3 -5 -6 8 19 -9 17 10 11 12 13 24 -16 -17 -18 18 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=4.3292402914179978e-05 -4.1487128458148657e-05 -3.3985558430310173e-05 0.00022685073964385448 1.3179561475793843e-06 -5.9940753852936603e-05 -6.8482802687775662e-05 8.7233271797988856e-05 9.1131626559134822e-05 -7.6765978900360769e-05 -0.00018129034427721781 -0.00029442961477886526 -1.6090797920445886e-05 2.1708554709833673e-05 -0.00052048971063908237 0.00015532090651857098 5.0950820879842833e-06 8.3790809301510487e-05 -0.00021207888563246104 -5.9694125487820379e-05 0.00042730113162709599 4.8587219969663389e-05 -0.00017106068979445781 0.00013604278022352875 0.00086354738160865634 0.00060264811203123629 -0.00040947089441907455 0.00030551517832839726 2.7574831180544406e-05 0.0005980024848743202 0.00010675061949463153
leaf_count=29559 37313 9447 5244 5700 1127 59305 5128 9620 44599 5452 2720 12174 1298 423 3017 69626 4795 13566 13554 826 4511 3717 1305 193 166 157 4413 10044 271 2661
internal_value=0 -0.0175536 0.0405916 0.0925843 0.176293 -0.0225776 0.0139779 -0.00200265 -0.0315882 -0.0170174 0.00285342 0.00954197 0.0751994 0.192872 -0.0274432 -0.00818337 -0.0565547 -0.0668335 -0.126139 0.145883 -0.103725 -0.0541177 0.0147345 0.230281 -0.239602 0.141689 0.24936 -0.0413301 0.0485681 -0.06362
internal_count=361931 332372 21518 12071 6371 310854 55904 49950 254950 170255 106155 100703 20129 6457 40330 80574 64100 84695 27120 5954 10948 8228 13672 1498 746 323 5711 57575 10315 47260
shrinkage=0.000980392


Tree=4870
num_leaves=31
num_cat=0
split_feature=470 395 592 1085 627 1064 1035 622 905 703 692 322 645 1470 840 558 1071 361 1161 310 429 1022 345 697 1180 392 141 841 449 397
split_gain=9.18171 18.1646 17.9291 20.6425 15.8703 16.2613 18.0534 17.6787 16.0343 17.2315 17.2695 15.4963 14.9518 14.4675 18.5984 21.6211 15.9391 16.3285 15.6651 15.2407 18.5512 22.9679 17.3296 19.7269 17.0593 17.8159 19.7845 16.2235 15.6218 15.7318
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.59494694347224619 3.5775253332674297 -1.102978244907326 1.7303346166395956 -0.98703951481341767 -1.160524206431498 2.428469339563136 -1.3989222878302801 -0.79310875292027083 2.8938752694049605 -1.0608335140018084 2.1658139678380679 -1.2210675931145449 -1.0451012035313416 1.0000000180025095e-35 -0.5798443720264399 -0.92422161023524152 1.0000000180025095e-35 0.81539904147154496 0.67527595557081987 0.62367635920383591 -1.175923613264465 -1.0820332828960544 2.3903978819043106 0.29267007880136459 -1.2068961673617329 1.0000000180025095e-35 4.0738969181959233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 -1 6 -6 -7 9 -8 -11 13 -9 19 15 -15 -16 18 -18 27 21 -21 23 -22 -25 -26 -27 -4 29 -29
right_child=-2 -3 3 -5 5 7 8 12 -10 10 -12 -13 -14 14 16 -17 17 -19 -20 20 22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.018040248768155517 0.00037557997677508515 0.00017447994303457456 -0.017746833639081812 0.048128019509034226 -0.012587328788171781 0.10206814418616586 -0.030219845697382616 0.029657092060999726 0.044484015961691416 0.020553103189500595 0.0037073596181278279 -0.025061794559753221 -0.022269683509740332 0.192666250662649 -0.028361510611634312 0.005868166317889013 0.10756127021699671 -0.017281404244774281 0.012050099330698998 -0.00068966097558083241 0.021810904939518191 0.013976438393213653 -0.015706323907854064 -0.030989674936655161 -0.0046406858196007938 0.057504077975738227 -0.033652282022732252 -0.0085877825289020146 -0.00050460550175934218 0.054467925113560051
leaf_count=1044 191352 89543 4307 81 1266 23 351 116 126 1160 9723 1572 1086 27 1497 65 34 382 148 23764 475 1697 2699 416 4593 116 42 14490 9636 100
internal_value=0 -0.0169917 -0.0511106 -0.0732795 0.031832 0.0514865 0.0769514 -0.274571 0.107186 0.0948683 0.109914 -0.0758696 -0.328375 -0.0711229 -0.323623 1.23692 -0.377714 0.0172337 0.668918 -0.0635742 -0.0263071 0.0128678 -0.133714 -0.0521946 -0.10196 -0.0572333 0.681305 -0.119064 -0.0958356 -0.163425
internal_count=361931 170579 81036 66141 14895 13851 12626 1225 11360 11234 10883 66060 1202 64488 2153 92 2061 564 182 62335 33802 25461 8341 5642 5167 4751 158 28533 24226 14590
shrinkage=0.05


Tree=4871
num_leaves=31
num_cat=0
split_feature=488 569 1373 622 77 1378 421 217 1258 913 572 622 765 629 54 632 774 13 1391 1315 131 1176 705 1467 1427 824 211 982 431 970
split_gain=9.0423 17.75 18.9201 16.722 16.5903 17.4563 17.8613 17.114 15.9679 16.4115 15.9283 18.4751 18.2809 15.8663 17.3107 16.1308 15.9818 14.8104 15.9322 16.1262 14.7062 16.2934 14.6048 16.305 14.7376 14.6034 14.5103 14.3916 14.0551 16.4937
threshold=-0.54162997215827979 2.5370282988099784 -0.35286549756995528 2.9988941682990409 1.0929599279503071 0.80891129331221767 0.18321123822938085 -0.75032860625185338 1.0280743137881616 0.65507603533495473 0.73140344688717407 1.653426117323358 -1.0843570594213789 1.2917473576634986 3.6775023658676358 -0.26559694748567458 2.5357694074676922 0.092857567152518569 -0.063992364150118206 -0.26444015871796289 0.23318464556329613 -0.53755242316703644 1.215584911221339 -0.35338637096808717 0.48575677691355118 -0.40549369063228485 -0.14011405238793387 2.1235485447287874 0.042563914345273186 0.36974348102580373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 22 7 6 27 13 28 -10 11 17 -12 14 16 -15 -2 -3 19 25 -13 -22 -4 24 -24 -19 -21 -6 29 -7
right_child=4 10 3 -5 5 8 -8 -9 9 -11 12 20 -14 15 -16 -17 -18 18 -20 26 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032959801815844224 0.0024936519469250205 -0.0054656850024792907 -0.00044262549409232287 -0.016736733800845366 0.0027589647297759489 0.0046153338779614797 -0.0028608919198555116 -0.00070992926045425515 0.029755177796610785 -0.0027548621302651219 -0.044661809909787964 0.0031044779163220079 0.055291448820809899 -0.016260759006651398 -0.020602965283662775 -0.00065358064603591374 0.02602356250137134 0.042398286957161746 -0.003262128830255632 0.065255798177315152 0.11250533329177577 0.029221628763261301 0.006586131252833376 0.0002200450281090318 0.024503405743816115 -0.014493540508755204 0.0022139172750838443 0.019824016493994373 0.012464861751342694 -0.015192836612709546
leaf_count=50411 43327 1622 51077 1165 15452 2631 9397 169048 608 239 47 141 176 1191 461 3440 351 95 488 224 48 82 2179 3799 796 197 100 603 1955 581
internal_value=0 -0.021279 -0.0264796 0.000655496 0.00515625 0.0525548 0.0250298 -0.00262906 0.152543 0.417257 0.166581 0.115762 0.807005 0.0356771 0.0495159 -0.0923147 0.0541554 0.0506071 0.276133 0.550062 0.741128 1.24734 0.00541605 0.104535 0.22984 0.142392 0.968541 0.0686934 0.108485 0.0234493
internal_count=361931 112647 109427 59016 249284 31466 25452 217818 6014 847 3220 2997 223 48770 44139 4631 43678 2726 1104 616 271 130 57851 6774 2975 292 324 16055 5167 3212
shrinkage=0.05


Tree=4872
num_leaves=31
num_cat=0
split_feature=785 519 713 930 921 783 645 486 774 791 746 809 289 1437 854 797 651 222 797 965 414 848 84 476 1185 493 697 578 1296 696
split_gain=15.4337 14.1763 18.7808 23.182 22.3541 47.466 21.6524 20.8075 20.5103 20.0065 30.3886 25.186 23.3651 22.6421 20.8556 78.579 20.8333 20.2712 19.7845 22.7282 23.5117 19.431 19.2408 19.1182 23.9679 19.6875 19.4224 18.9542 18.8226 23.1016
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.66777575187080795 1.8692550303841236 1.5033568469461875 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 -0.87473648844905705 0.63961785378869596 1.1107569744011787 2.014354030516309 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 3.5086024243106082 -0.010139945829889745 0.52296557744356353 -0.71602247989319323 -0.012178551342102736 -1.3134482500320694 1.1070026357714988 -0.43652631067203845 0.61756301190663754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 9 8 -7 23 -6 14 11 12 -11 27 15 22 17 -14 -16 20 -20 -5 -4 26 25 -25 -2 -13 29 -26
right_child=1 -3 4 21 5 6 -8 -9 -10 10 -12 13 16 -15 18 -17 -18 -19 19 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=3.8693442768405656e-05 0.00037136900785040959 3.7886262868943189e-05 -0.00023826248553120442 -3.1119286812153805e-05 -4.0969239059183873e-05 0.00011178941547058819 0.00038804669701473848 0.00031010653207843897 0.0001605711535111892 -0.0002920839659682307 0.00010160318025320163 -1.8734338032475882e-05 -9.7280848819744029e-05 0.0002485984833708672 -4.4774125756190545e-05 0.00028014013829570509 0.00029774464900694038 0.00028767599094401818 -1.6563409536301905e-05 -0.00018241593678116572 -0.00022466301923675173 0.00035827456147533341 -3.4471813673632002e-07 6.3514804881048233e-05 -0.00021175481743023389 -0.00037850851509724031 -2.4894273616277204e-05 0.00022805309158316204 0.00026900374363365918 0.000234230012394862
leaf_count=29559 632 21518 3481 30444 25374 4982 1756 1436 2714 5860 10309 26230 21582 1632 103959 3676 775 829 15858 16005 4096 623 3851 1697 1029 790 13808 1981 4247 1198
internal_value=0 -0.0146066 -0.0192124 0.0186436 -0.0285381 0.0256461 0.187823 0.0713207 -0.0196505 -0.0382035 -0.00286769 -0.0285526 -0.0942841 0.0142574 -0.0538343 0.0408084 -0.0617821 -0.0805067 -0.0626089 -0.113428 -0.0589677 -0.0232091 -0.109753 0.053077 0.129279 -0.066109 -0.00482783 -0.00319807 0.194849 0.025897
internal_count=361931 332372 310854 55904 254950 34826 6738 24837 28088 220124 69198 58889 29046 29843 150926 11008 23186 22411 139918 35959 19954 31067 7332 23401 8961 2487 14440 28211 6474 2227
shrinkage=0.000980392


Tree=4873
num_leaves=31
num_cat=0
split_feature=728 1100 83 641 691 795 784 125 1234 188 485 854 796 980 422 921 604 493 959 554 1086 1453 0 24 910 1397 419 100 759 1020
split_gain=15.4118 16.1657 17.252 16.8267 16.5577 17.8182 23.1993 21.8201 21.3317 22.6391 20.7907 18.3625 22.3374 17.5473 20.3442 17.2922 16.7292 17.0643 16.7485 16.8753 16.9969 16.409 18.1643 16.3679 16.3144 16.0631 16.0491 17.5536 16.2598 15.8778
threshold=1.0000000180025095e-35 1.6293515030253838 -1.1590745627182073 0.8423242745550269 2.2690240148833634 -0.29258408639884992 0.9594655836162902 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.43927968884894303 -0.87473648844905705 0.38087715954262297 0.38175773202486302 1.5915918617296383 1.0525743831388839 1.0000000180025095e-35 2.6616188143209736 1.145372801981061 -0.10585629507832388 1.0000000180025095e-35 1.3990727291183711 -0.087591657373250767 2.2235778879888186 1.2087242744990998 2.5975407837111764 -0.14827575577457652 1.2289641465594345 0.90522728631067795 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 -3 5 7 11 8 9 -4 -10 12 -7 -13 24 21 18 -18 -8 -20 -21 22 25 -1 -15 -11 27 -9 -28 -2
right_child=29 3 4 -5 -6 6 16 26 10 15 -12 13 -14 14 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-8.4762031165169891e-05 -7.476815345941095e-05 -2.9472809665538135e-05 -4.8935351011606369e-05 -0.00018797984668784349 -0.00010777805801088453 -0.00011285278199298134 9.6261293920882362e-05 4.51609107451579e-06 -0.00013456260825862629 -8.519448160564127e-05 5.0234210337342548e-05 -9.1006342645035801e-06 0.00016260290313443223 -4.2189190182147434e-05 -0.0002882334598291872 0.00027652237387826078 -8.8073761577873175e-05 0.00052304249451443118 -0.00043610707820411113 0.00029841095949097494 -0.00065848991814577106 0.00035298876741704413 0.00012326038619571458 0.00022599820175974358 -0.00023033886724912434 0.00081990879249958283 0.00011944033035980401 0.00018524609604708304 -5.6517984117000728e-05 -1.1931680552507965e-05
leaf_count=18100 47529 25930 10993 6880 6259 1917 17477 22055 11226 4441 4604 49864 4478 20835 1942 1976 4787 216 635 387 122 739 4925 953 2508 87 23091 2842 2572 61561
internal_value=0 -0.00112118 0.00478896 -0.0589199 0.010291 0.0137405 -0.00575923 0.0372839 -0.0061567 0.0374461 -0.076291 -0.0241877 0.0857706 -0.0344987 -0.081494 0.0976934 0.0535405 -0.0614623 0.0824422 -0.182027 0.102098 0.0608489 0.0350005 -0.0682433 -0.062979 -0.0675155 0.0658511 0.0255894 0.103431 -0.0367321
internal_count=361931 252841 220031 32810 200978 194719 105168 89551 38991 23161 15830 81544 6395 75149 25285 12168 23624 5003 18621 1144 509 10192 9453 19053 23343 4528 50560 24897 25663 109090
shrinkage=0.000980392


Tree=4874
num_leaves=31
num_cat=0
split_feature=785 728 519 727 382 789 728 941 869 906 57 650 56 518 416 645 973 566 1046 553 1469 560 739 209 827 759 294 292 596 589
split_gain=15.365 13.1885 13.1185 17.6217 20.2491 18.3701 17.2804 20.65 20.084 19.6266 27.682 19.3541 18.1538 18.038 17.9679 17.8382 18.9834 17.3518 16.7377 16.5886 20.4802 19.279 16.8212 16.484 17.0309 16.2768 16.2636 16.0177 15.8642 15.7355
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 4.1807005710369394 1.0000000180025095e-35 0.10039724912444258 1.4243427035504792 1.6923072129381651 4.3527420364106586 1.0794040238867422 0.90571909922259353 1.0999280683389623 -0.3520936843062038 2.1059719136688364 1.7490811357031759 -0.032233800100399751 2.9775633284852119 1.4889352106746172 2.5106116815996127 1.3930109656029248 -0.36836247429892682 -1.8263110111995589 0.16985015458546293 1.2107091783291393 1.0000000180025095e-35 0.34879007543356905
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 27 5 23 11 8 9 19 12 15 25 14 -13 16 26 29 -16 22 21 -21 -8 24 -5 -11 -2 -4 -19 -10
right_child=2 -3 3 4 -6 -7 7 -9 17 10 -12 13 -14 -15 18 -17 -18 28 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010081955825723715 6.5557796424950412e-05 5.4330614947752615e-05 -7.3875879567820504e-06 9.7263659945948103e-05 -1.7798388332370731e-06 -6.405596565585142e-05 2.8032346328460961e-05 0.00033650175024567039 -9.2841787922127108e-05 -0.00049837553154660243 0.00010057853996763582 1.9175910695521719e-05 0.0011199695817674295 0.0004090661317410878 0.00043776829472834243 9.5619290186213607e-05 -6.1445102258923042e-05 0.00023976182863605434 -0.00079561196058411474 -2.9086545405911426e-05 0.00082341771632380388 -0.00029605925626549005 -0.00031226099882173097 -0.00018128617786932212 0.00035311239883570843 -6.4190588593231399e-05 -8.4097057873796973e-05 -0.00031392822570385561 -8.1890736524724975e-05 -1.303622177068581e-05
leaf_count=3396 15424 26163 8532 1823 5700 1127 64629 738 60437 716 5518 4478 44 857 821 7761 24809 1706 69 35944 133 1555 893 415 3006 56355 4964 915 1360 21643
internal_value=0 0.0394633 -0.0144887 0.0367471 0.0882173 0.170927 -0.0189199 -0.0282233 -0.0295471 -0.0153622 -0.0503992 0.0160065 -0.0678533 0.136494 0.0825587 0.00164683 -0.0169661 -0.0633825 0.367983 0.00363622 -0.0375244 -0.0411292 0.0247166 0.225788 0.260684 -0.0694654 0.0326526 -0.0376884 0.102457 -0.071847
internal_count=361931 29559 332372 21518 12071 6371 310854 251671 250933 165787 62633 59183 57115 6225 5368 52958 45197 85146 890 103154 37632 37499 65522 5244 4829 57071 20388 9447 3066 82080
shrinkage=0.000980392


Tree=4875
num_leaves=31
num_cat=0
split_feature=1450 1459 1456 1467 1459 1458 1456 1454 1457 1465 1457 75 1466 1455 1458 615 1450 1462 1458 1467 1459 1459 21 1457 1450 1466 1461 1458 1465 1456
split_gain=9.09359 19.5123 22.5479 21.3165 30.2989 29.6719 25.2325 28.0383 23.5779 23.2033 32.4793 26.4874 22.8972 32.9424 44.2962 38.8838 34.0141 27.6265 27.023 25.516 28.3551 25.2626 23.5682 23.4872 27.1085 28.6597 36.132 32.0106 29.1054 29.0438
threshold=-0.35262914890079794 1.814812024170287 0.54917403837024492 0.37373038027810929 1.6164636501882159 1.2590019921477786 1.6651900077780224 1.0000000180025095e-35 4.5199230557608798 0.87082813740988774 -0.32527573851921721 -0.064816026901743068 1.6394897097726615 0.80851755981579754 0.063243197193168704 -0.59108387774323179 -0.35950514493807501 0.79865288842650972 -0.58736283992700866 1.0218964722751724 0.097572730827532081 0.43577943106047246 0.62211875780133752 0.0614850081667929 -0.47079224720410889 -0.34354569973795063 0.17054637065356101 0.036661978097680334 0.0022353841619276822 0.9901232371825377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 9 10 -7 -12 13 14 17 19 -15 23 -19 -16 -21 -17 -20 24 25 26 29 28 -27 -5
right_child=-2 2 -4 12 -6 6 -8 -9 -10 -11 11 -13 -14 16 15 21 -18 18 22 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0021349953418329359 0.00039073959048659427 0.0091728995899555219 -0.012384959143111685 0.028658188538849751 -0.025424069715878336 0.02439698872740978 0.036234723010630819 -0.0059900842411843664 -0.067337527077810072 0.035678751899876418 0.010537309944546679 -0.021147634088465723 -0.0078884068267557426 0.0090154755525872852 0.0078371111250872538 -0.018764402510486573 0.058688539961494084 0.0074869559625484437 -0.034331627023341922 -0.026367742385946125 0.012356373281972874 -0.00051401020721282542 -0.0027573903807315602 -0.0034625338935906861 -0.0064012006521073847 0.011813097569592633 0.0011492728853372079 -0.037309039298249774 -0.0088944723175870596 -0.018976055260753411
leaf_count=114141 201719 4092 825 2444 840 860 332 2131 44 412 903 697 3492 4741 3048 3672 175 875 814 808 365 1472 656 3012 1675 4526 1244 237 1451 228
internal_value=0 -0.0163865 0.121636 -0.0215229 -0.0371042 -0.0339498 0.133577 0.0910933 0.232921 0.259552 0.166831 -0.0541542 0.0300339 0.0498319 0.0144059 -0.116609 0.216749 0.0879756 -0.153974 0.0469639 -0.253619 -0.260451 -0.372743 0.126773 0.174014 0.217929 0.369046 0.111642 0.147264 0.510755
internal_count=361931 160212 4917 155295 120360 119520 5379 5047 2916 2872 2460 1600 34935 31443 26527 9365 4916 17162 2345 4221 1173 5144 1470 14817 11805 10130 3916 6214 5977 2672
shrinkage=0.05


Tree=4876
num_leaves=31
num_cat=0
split_feature=785 727 647 487 348 896 1317 1328 1189 288 853 1455 706 425 0 910 760 1036 1191 969 423 1245 833 631 427 224 1398 770 1207 1465
split_gain=9.04729 10.4267 10.4042 13.6874 13.7902 12.9293 15.7316 15.1103 16.52 14.9397 12.612 16.825 15.5652 13.6989 12.5081 12.1432 14.6468 14.5423 13.6341 12.4122 12.3345 14.4518 12.6352 12.0373 11.9896 12.9292 13.3241 12.6718 16.2941 14.4402
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.12739066134919777 0.98724311608582982 -1.1308725805994078 1.7503459505226504 2.2934446088872886 0.95227950318588239 -0.92949147318846059 -0.92795792906937757 0.38289682445933171 0.82104289547369691 -0.85603646814659184 1.0289548714363086 -1.4883758926178483 -1.0317625324696011 -0.73260991278009768 -0.78646685604129918 0.22946844801278782 0.22611439960739202 0.35382074319207685 -0.65364449128351509 1.1715076865528424 -0.47312917177792585 -0.13043712315013278 2.3029823505511451 -0.56059800838605478 1.0000000180025095e-35 1.1100324781922728
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 23 10 9 -9 11 -7 15 -13 -11 16 -12 -17 19 -19 -20 22 -22 -4 27 26 -26 29 -29 -14
right_child=-2 -3 5 -5 -6 7 -8 8 -10 14 12 13 24 -15 -16 17 -18 18 20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0022080208893091305 -0.00031983512881766864 0.0036563491770727494 -0.010166988410143487 -0.028539157924275665 -0.042010538273734105 -0.012882302065297649 -0.057479437758606658 0.024175671726973463 0.047497909481985977 -0.065158737944856313 0.023916218766103402 0.056970661291917385 0.01559078014862268 0.003651820629927395 0.029542623371674206 0.014198888936685314 -0.048907200002133958 -0.0068166331289174383 0.0043923902237211956 -0.061860328154652935 0.023375558270730516 0.007115990035449023 -0.029189508981281698 0.017307224528748163 0.022919606828508597 0.0057624416829720644 -0.039086820346443896 0.0086189211545039425 -0.02727634915200788 -0.04406273479671298
leaf_count=749 332372 17008 1375 374 93 1362 84 39 32 162 56 67 578 318 20 742 177 138 1744 102 71 313 547 228 1211 1274 40 271 330 54
internal_value=0 0.0351545 -0.0124582 -0.206668 -0.0557024 0.0084787 -0.171727 0.0395418 -0.525215 -0.767281 0.0531224 -0.127611 0.0893942 0.274753 -1.06783 -0.0125432 -0.586873 0.0147676 -0.0583256 -0.608425 -0.0156832 -0.236551 -0.458125 -0.124355 0.184691 0.267812 0.418984 0.0105111 -0.217706 0.218061
internal_count=361931 29559 12551 1216 842 11335 1687 9648 253 221 9395 1747 7648 385 182 3890 233 3657 2915 240 2675 931 618 1603 3758 2525 1251 1233 601 632
shrinkage=0.05


Tree=4877
num_leaves=31
num_cat=0
split_feature=652 1020 1458 555 1450 21 21 1468 1468 1469 8 1450 944 1470 769 1464 1464 1282 1463 1466 547 1247 1470 1458 761 189 430 1086 1313 1004
split_gain=8.93395 12.7933 18.3225 18.5688 18.5225 18.1088 20.2888 20.8065 18.9758 18.6945 16.9819 16.2495 17.2105 16.0917 16.0627 15.961 25.5665 19.084 18.5993 16.567 21.4655 16.2546 15.6554 24.7639 16.0149 18.5242 16.651 15.8049 15.3438 15.3412
threshold=-0.98896428961744431 0.44670980992553178 -0.71693843586677841 1.7043997737708112 0.88343564287383192 2.1349806934485605 1.0003342417131433 0.29530843783491928 1.1169629351287809 1.7934017781504392 -0.13087812067949797 0.95337257963916655 1.4781763871474156 2.0712005696182252 3.260624772979507 -0.1219094853058012 -0.32209274566085261 2.1450259766915081 -0.11337658786490251 -0.41130995455850489 1.0000000180025095e-35 -0.074738997234472665 0.56527064795239379 0.07165096648870159 -0.42987103053053405 1.0062439196653703 -1.3607127938010877 -0.65796938237434777 -1.7899561603914393 0.59444477453878863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 28 6 14 13 9 -9 -5 12 -6 -8 -3 16 17 18 22 20 29 -21 24 27 26 -26 -13 -24 -4 -20
right_child=1 2 4 10 11 -7 7 8 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 19 21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013615449264166122 -0.00084056902629910189 0.003921068161709851 -0.030819785133255558 0.0054307703503238738 0.025869228002369623 -0.011931604901651535 0.012297066079977379 0.058066711024357509 0.010887792934374892 -0.030947121884254743 -0.030808460676204033 0.069881473566136762 -0.056700598183352983 -0.029243781110200279 0.081889688276917713 0.0096697345420644117 -0.034966320289388779 -0.053240435018039822 0.0025346190324788435 -0.00399930340636135 -0.039261532422109398 -0.039179018861330184 0.037248266625746006 0.06510664579952978 0.008583921203569404 0.055758531818596906 -0.01528011064437941 -0.054299717162988939 -0.00054065530874588272 0.042410955330123817
leaf_count=45881 235616 10360 330 299 606 794 1717 277 260 30 345 29 33 180 37 3025 273 88 598 352 176 303 43 115 1030 113 550 68 58262 141
internal_value=0 -0.00723722 0.01733 0.0914306 0.00111867 0.109808 0.129735 0.308352 0.659857 0.999633 -0.277617 0.105035 0.43616 0.191278 0.0836911 0.072504 -0.0236179 0.0258311 0.050373 -0.134525 0.0689856 -0.400903 0.194633 0.72809 0.119709 0.262681 -0.206432 -0.166216 -0.013124 0.214033
internal_count=361931 316050 80434 14299 66135 13655 12861 2464 567 307 644 7543 639 1897 10397 6904 3879 3606 3518 1570 915 655 1948 226 1722 1143 579 111 58592 739
shrinkage=0.05


Tree=4878
num_leaves=31
num_cat=0
split_feature=728 252 544 540 834 905 153 841 903 776 277 224 1078 441 700 1258 949 424 844 876 835 1243 699 773 1326 404 1051 343 777 1307
split_gain=8.96134 12.3675 16.6401 15.6908 20.7514 19.1184 17.6451 16.4808 15.2211 16.5319 14.5885 17.3514 16.9222 18.719 18.6606 16.4808 15.3412 14.8804 15.1265 17.6069 14.805 16.3108 21.2814 16.5111 14.695 14.5652 14.496 14.435 15.5034 14.2359
threshold=1.0000000180025095e-35 0.46192366645804389 1.3187279471247144 1.0000000180025095e-35 -0.87443011073371346 0.57306132806271448 0.3354836184127174 -1.5544392322365048 0.64533666577973869 2.2765290603293518 0.010372000217900619 2.8863826988227212 1.0000000180025095e-35 1.0000000180025095e-35 0.67002642501391618 -1.3015743005170288 2.3258764828800063 -1.2029277808311833 0.095584195791342294 1.0000000180025095e-35 0.21973736549059139 -1.0913674354271887 1.2694511539559674 -0.2638511488722543 0.47296269881033753 2.9708413818288908 0.26215981169881675 3.9332165569518902 2.5262595137975863 -0.69391358866071406
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 -5 7 -7 27 -10 16 12 13 -12 -15 -16 20 -18 19 24 21 22 -3 -23 -19 -25 -17 28 -6 -20
right_child=1 2 -4 4 8 6 -8 -9 9 -11 11 -13 -14 14 15 26 17 18 29 -21 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00023208170854875223 -0.00027978228681085741 0.0045261909281617734 0.011112500155757238 0.0044490347321498513 0.0011583349110529286 0.17493229028258961 0.0071836672711923042 0.051422431714897625 -0.014451521196366564 0.071747373333874653 -0.0027916106089870127 0.090309539512050882 -0.016655839195742605 0.0040889924480694154 0.11608399679505994 0.010841114091770103 0.10267041440492215 0.059148298293840877 0.017078213032880585 -0.037410942437506187 -0.01554975347603625 -0.0013059466425897163 0.076097885076882796 -0.013751100662028466 -0.032483898609258093 0.0821979714279676 0.064190255185140752 0.062384351552654274 -0.049192981026412841 -0.060193261587843522
leaf_count=252841 80559 366 1335 731 5124 22 134 155 1540 28 3770 36 1475 779 38 247 27 148 72 57 4567 3403 68 3985 32 24 117 38 115 98
internal_value=0 -0.0226617 -0.0675107 -0.0804045 0.00660695 0.324388 0.777843 1.23245 -0.0402157 -0.252072 -0.122695 -0.0170718 -0.027666 0.034366 0.313929 0.757822 -0.170829 0.293618 0.170432 0.544305 -0.187586 -0.124529 0.325471 -0.153315 0.882527 -0.263002 0.588346 0.0188906 0.00653007 -0.460241
internal_count=361931 109090 28531 27196 7887 1042 311 177 6845 1568 19309 6462 6426 4951 1181 402 12847 434 407 237 12413 7846 434 7412 180 4009 364 5277 5239 170
shrinkage=0.05


Tree=4879
num_leaves=31
num_cat=0
split_feature=43 800 579 662 706 150 363 557 21 697 65 654 879 194 1296 837 707 912 288 363 1242 635 896 907 1112 671 1190 777 1223 137
split_gain=14.5644 14.8145 16.6209 19.0916 22.9328 19.4681 19.145 19.2233 18.4374 22.8725 21.7655 20.9158 18.6858 17.7497 19.3795 18.1896 17.2223 17.0707 17.0453 17.188 17.0272 25.5056 18.6969 16.9296 16.5092 16.4983 16.3308 16.2502 16.1991 16.1552
threshold=1.0000000180025095e-35 -0.57812715656594349 1.0000000180025095e-35 -0.58271687606615485 -0.21531987359024751 0.83988383310198145 1.6141461376761257 0.44333015554798699 -0.32341995197817647 1.0703121206064079 0.48381857508364595 2.1031908482322286 1.0000000180025095e-35 1.5271592296785539 -0.43652631067203845 1.4336537474419877 0.16269381908774813 1.8398445978791313 0.12576382340527928 -0.071324184071393529 0.27984102551805645 2.9672105761503711 1.526171459425987 -1.4494567176361839 2.5509556669793416 2.6425086185778714 0.24035197522669535 -0.80901032358732217 3.539468371618455 0.86070872683815713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 18 -5 6 7 25 9 10 17 13 -12 15 20 -10 -16 26 19 24 22 -22 -15 -9 -4 -6 -3 -20 -17 -14
right_child=-2 2 3 4 5 -7 -8 23 11 -11 12 -13 29 14 16 28 -18 -19 27 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.8403135214855797e-05 -4.2355312338232809e-05 8.2631322155153725e-05 6.854894605682165e-05 4.3794576166032129e-05 7.3844701261024828e-05 -0.00015637625829967053 -0.00025864116424799551 0.00052150582444142975 -5.5468674429006625e-05 -9.6995704952950238e-05 1.6324680280259243e-05 0.00012610869974635924 -9.4219081655596727e-05 -0.0001121355939397616 0.00021269262994019709 -0.00019511949403929556 -6.1646055846011774e-05 0.00029855105479722419 -0.00027229663713417343 -0.00011832083770465138 0.00019621679078685652 -0.0015749091341169363 -0.00067675843947140779 -7.7812479283346836e-05 0.00081477389560900533 -0.00052996945502141999 -2.2014606177223512e-05 0.00018765615923154607 0.00097611118934057934 -0.00041014482189801431
leaf_count=58614 74777 21114 5439 26275 12690 6713 2129 256 67240 12633 10314 3313 6730 1998 2926 7450 1414 1292 389 3112 1012 41 307 12645 113 225 12957 6210 54 1549
internal_value=0 -0.00300869 -0.0117906 0.0155779 -0.00363826 -0.0456841 -0.0173492 -0.0012776 -0.0264651 0.00508052 0.0251112 -0.0481602 -0.0501266 -0.055572 0.0391881 -0.0677986 0.128505 0.056538 0.0843583 0.0178416 -0.0847414 0.137702 -0.189126 -0.066819 0.0893824 0.063363 0.0459362 0.165597 -0.187267 -0.1533
internal_count=361931 287154 228540 76196 60933 34658 27945 25816 152344 66589 53956 85755 18593 82442 7698 74744 4340 35363 15263 8664 3358 1053 2305 12901 5552 12915 34071 6599 7504 8279
shrinkage=0.000980392


Tree=4880
num_leaves=31
num_cat=0
split_feature=21 732 1253 1388 498 278 349 276 1389 626 980 1109 212 360 1251 708 495 1248 500 1114 214 1397 431 381 1452 1380 214 216 350 979
split_gain=8.97443 9.35922 11.9056 11.4588 12.1373 11.321 9.71644 9.34458 15.5449 15.8583 18.0677 15.3366 15.6106 19.5381 17.4036 16.1533 17.433 15.6795 20.8894 15.1197 17.5498 19.1858 15.1972 17.318 17.5257 16.3981 16.2356 16.0431 15.6818 14.9374
threshold=-3.2545899522946695 0.49388550246824287 -0.36359020369090783 -1.0974244528964057 -0.11640556596605019 -0.90021994657900384 0.48603223902278303 -0.98795118372329749 -0.74098748394806024 0.091809171000822656 1.5708587584060429 -1.2598134146648829 0.75300504619251873 2.530459737279398 0.19338823774187625 2.2532948240823587 1.427853714779977 -1.2210096031128403 0.75907273680407894 -0.14034264490976142 0.75914311659853728 2.3029182378446884 0.69618548694069748 0.68415532788952937 0.53759020203531149 -0.025880975673781243 1.9885988366450766 0.17550114820681659 -0.34882908837644694 -0.27092256691528677
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1 -6 8 9 10 -2 -10 14 -14 19 16 -16 18 -17 22 21 -21 25 24 -24 29 28 -26 -25 -13
right_child=7 3 -4 4 6 -7 -8 -9 11 -11 -12 12 13 -15 15 17 -18 -19 -20 20 -22 -23 23 26 27 -27 -28 -29 -30 -31
leaf_value=0.038021247656619156 0.00052981650664255203 -0.080466023154443386 0.028348940106472376 0.033863341386186525 0.020245622622050319 -0.075939591900283612 -0.052672031807658996 8.8545963878095219e-05 0.0048734776067171359 0.0074371901523739917 -0.017107202827435868 0.0050153261792568972 0.0017526182326696171 0.068251630932961771 -0.00942702726105305 0.021751665933330902 -0.032885280761259184 0.0015557920166955654 0.15316108725428321 -0.0051713351663250327 -0.017273599725318348 0.030323105214203002 -0.022213973660931974 0.019454126264811647 -0.013622750145256109 0.0085305439168219116 0.080902228427639319 0.039812453629065339 -0.044654757624584825 -0.0088213711059232248
leaf_count=22 9413 24 426 102 48 32 62 309662 3736 4423 977 2102 4516 49 9223 77 609 477 36 5393 2273 238 1439 214 213 3392 35 152 83 2483
internal_value=0 0.260665 0.442615 -0.136725 0.0546864 -0.635596 -0.487201 -0.00291599 -0.034573 0.0318446 -0.0233549 -0.06339 -0.080222 0.0555931 -0.102637 -0.191189 -0.216978 0.233341 1.15097 -0.0579838 -0.143531 -0.0717641 0.00242154 -0.193744 -0.306047 0.0475954 0.28664 0.181246 0.0861586 -0.0480325
internal_count=361931 716 480 236 212 54 110 361215 51553 14813 10390 36740 33004 4565 28439 10422 9832 590 113 18017 7904 5631 10113 2136 1804 7977 332 365 297 4585
shrinkage=0.05


Tree=4881
num_leaves=31
num_cat=0
split_feature=677 878 840 1458 1152 1218 50 1469 981 1466 484 1088 1444 884 837 1044 149 1105 17 1466 839 79 792 809 727 548 1459 1400 1376 974
split_gain=8.99962 24.5207 19.7353 21.4899 18.8983 19.9088 19.7494 18.3025 17.1388 16.8095 18.0358 16.8513 16.7629 18.6066 17.2382 16.941 17.3235 22.3794 19.5288 17.0163 16.8612 37.265 16.6922 23.7923 17.2543 19.8726 21.692 19.2488 18.6602 17.7507
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.98656071646940846 2.6054386111478895 1.0000000180025095e-35 1.287322044798781 1.4829784501753427 -0.33494173922867115 2.8457487783966928 0.39005462831376697 1.3430221523856294 1.3828769186765884 -0.2659393061677045 1.0000000180025095e-35 -0.7777975113191925 1.1794127114999575 -0.772243754830511 3.2564225485157849 -0.043624613690329224 1.4251016753579637 -1.7884568853114799 1.0644607904597536 1.0000000180025095e-35 0.66649192610754393 1.0000000180025095e-35 1.6327850790471963 0.48248050583051222 -0.42561689315000234 1.0000000180025095e-35 2.4150369241825209
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 9 8 -7 12 10 -6 -11 15 -14 -15 16 18 -18 19 -4 21 -17 24 -24 27 26 28 -2 -26 -30
right_child=22 -3 3 -5 5 7 -8 -9 -10 11 -12 -13 13 14 -16 20 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.010802520339125384 0.0028817605401305771 0.00037911353989176697 0.0008094509544862025 0.012218000045937221 -0.00095318537410841596 0.029530745787522978 0.0077127919001204514 0.0020201856024548346 0.049296093924475759 0.0046321322566601408 -0.018594259363104524 0.03435726383647645 -0.011425447884888315 0.021131415868317179 -0.0046549233333614435 0.006637038248278178 -0.00031627932376019399 -0.048629690169474875 -0.021392901066972378 -0.038205928842563006 -0.012915462572971256 0.34510933994673798 0.00037385249705659438 -0.0036289384928519493 0.0046026014635370321 -0.004457174476181448 0.0091815903162057923 -0.0023382663916187234 -0.0021203221118320562 0.028128647330795203
leaf_count=9540 16318 89554 2615 1429 12372 601 1809 871 86 3287 1630 399 12989 453 1792 80 23250 243 2314 236 4761 20 86362 23496 18507 4991 7509 24091 10110 216
internal_value=0 -0.01649 -0.0555539 -0.0431859 -0.0512822 0.025656 -0.0786414 0.296745 -0.0914453 -0.00552764 -0.053746 0.159525 -0.0939793 -0.176051 0.0231105 -0.0613679 -0.0401597 -0.0131325 -0.200185 -0.0519745 -0.239587 1.64989 0.0077628 -0.0102262 0.0328241 0.0641558 0.0799099 -0.00277012 0.0518818 -0.0271965
internal_count=361931 170331 80777 71237 69808 19160 50648 1472 48839 17688 14002 3686 48753 15234 2245 33519 28658 23493 5165 2851 4861 100 191600 109858 81742 41333 36342 40409 28833 10326
shrinkage=0.05


Tree=4882
num_leaves=31
num_cat=0
split_feature=470 395 56 1229 789 1314 984 348 854 816 841 1185 878 754 785 1237 1041 1189 81 5 1459 816 1383 1119 726 1465 1465 203 58 1051
split_gain=15.5828 26.8042 18.8492 18.4424 18.7365 18.1273 18.3254 18.0543 17.8292 17.8096 20.2919 19.48 20.0719 22.7216 22.4536 21.6862 20.2327 19.4848 17.4855 17.1448 16.3561 19.8756 18.5623 23.1314 20.8164 17.9839 21.105 18.2238 17.7887 16.5716
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.68842730247739281 0.58985743818788539 -0.71776567812034764 -0.31991602672799635 -0.37595922223303707 -0.87473648844905705 1.0000000180025095e-35 1.1672291848996961 -1.104114706617066 0.66426471340353599 2.3218875611781908 2.9970139449733542 1.4298092310842805 -0.66816514759316648 -1.8466455859142397 -0.59156213649772871 2.0914960982635322 -0.33635779137711869 3.5381764998161844 -0.39249295251345195 -0.31069219061398878 8.7258351662030922 1.9404364142468602 1.5526536492403793 -0.68871168379003245 1.0000000180025095e-35 0.28350911020185487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -5 -4 10 -2 -11 13 15 16 20 -14 -15 -10 -9 25 22 23 -22 -24 26 -13 -27 -23 -28
right_child=9 -3 8 7 5 -7 -8 19 18 11 -12 12 14 17 -16 -17 -18 -19 -20 -21 21 28 24 -25 -26 27 29 -29 -30 -31
leaf_value=-0.00013858587706751686 -9.0913991010572407e-06 -4.1696555941950672e-06 0.00022331386641875889 -0.00016040476311252424 1.2111108046168405e-05 8.1623198024947217e-05 -0.00074062820148920673 7.8189908042277214e-05 -0.00017006608277317126 -0.00011338141077190991 -0.00011513629159981239 1.5860321714020591e-05 8.8336847057772912e-05 0.0017198197208389231 0.00041634112431338541 -0.00011084893488182173 -9.0581815977786904e-05 -0.00018258672003614211 1.7363478547124158e-05 0.00070704909657126006 -0.0001094783441758987 -0.00072824443782693276 0.00012316151305639576 8.3698989857762879e-05 -0.00077235096758928483 0.00040725529504022313 -0.00014936796579399184 -4.9989722180320487e-05 0.00010113412743174896 -0.00093376908106641648
leaf_count=48675 77176 89543 1623 2696 703 5042 635 3670 5612 6063 11148 29955 3475 25 424 4698 12457 3333 12142 238 4630 252 26588 8699 111 927 374 634 196 187
internal_value=0 -0.0290994 -0.0701758 -0.0982049 -0.119053 0.020616 -0.328797 0.0280351 -0.00223854 0.00268087 -0.0228951 0.0212997 0.0278717 0.0423393 -0.0393048 0.0487505 -0.0525282 -0.166219 -0.029049 0.122884 0.0568796 0.0854245 0.09052 0.0223596 0.121791 0.0203773 0.00844322 0.239135 -0.357377 -0.409292
internal_count=361931 170579 81036 61659 55055 6380 1338 6604 19377 191352 88324 103028 96965 80609 16356 77251 15932 3358 17754 3908 72553 40476 40028 13329 26699 32077 30516 1561 448 561
shrinkage=0.000980392


Tree=4883
num_leaves=31
num_cat=0
split_feature=872 698 183 1106 296 1459 837 696 423 1353 152 1109 637 129 655 492 147 221 4 740 998 1180 420 922 1179 775 143 11 493 359
split_gain=8.92844 16.1642 13.806 10.5746 13.8074 12.9195 12.887 9.9177 10.6278 16.445 11.6703 10.1078 9.73901 9.54843 12.084 20.247 14.3982 15.1508 13.8019 13.0607 16.297 18.2087 18.0745 16.083 15.6977 15.4939 14.529 14.2577 13.0704 13.5873
threshold=4.1871115912412558 1.4136776495022072 3.8259394061662557 2.3992048575958229 -0.76523201691591414 2.387882385810475 -0.76969695725779619 1.1538550379591352 -0.74205383611309383 -0.47347578895997017 0.2331642770037918 -0.35445011669562804 -0.58639787020765255 1.0000000180025095e-35 -0.95426889869109321 0.24626015790425895 -1.072848950791508 0.25348261239668218 1.1941931185923464 0.66719174563581007 1.0000000180025095e-35 -0.31271009664197053 0.15105677234350853 0.42493903293023605 1.0955437087412025 -1.6007614821559903 1.3580288027810214 1.4905694299752332 1.1522893131007781 2.3183667025572841
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 6 7 -2 8 -6 10 11 -10 -11 14 15 19 17 -17 -19 20 21 -1 23 25 -24 -23 -22 -21 29 -27
right_child=1 -3 -4 -5 5 -7 -8 -9 9 12 -12 -13 -14 -15 -16 16 -18 18 -20 27 26 22 24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0084145436151967408 -0.067535840599893524 -0.040420729265398428 -0.064327962849651393 0.039330921262190927 0.049018035001911209 -0.059875739154018295 0.0019296240835928122 -0.0225945134131884 -0.084992319484152604 -0.0062726299320177278 0.025078689242720997 -0.0095880686619150331 0.056910617961472648 -0.0019199993028641102 0.0002062592945258577 -0.010121435054095211 -0.014887602331159634 0.049856135252446386 -0.056332771333424674 0.0049999514522010872 -0.010697221126261067 0.059269572853962518 -0.026914320922235418 0.021875029954075722 0.013141098755375251 -0.014736721758121808 -0.056355939433113469 0.044800276519113169 0.039638616885818205 0.055190078102838713
leaf_count=2289 50 75 28 181 161 27 104 57 36 41 75 75 104 47970 298848 349 3973 141 27 1782 2119 45 1040 379 198 1368 162 118 74 35
internal_value=0 0.202881 0.278502 0.323357 0.203961 0.357938 -0.385965 0.426842 0.52462 0.300113 -0.153845 -0.632844 0.820675 -0.00299148 0.00129712 -0.074887 -0.236806 0.186785 0.741684 -0.0125979 -0.0666091 0.00483698 -0.131777 0.0235785 -0.393702 -0.115781 -0.274895 0.154198 -0.172869 -0.240608
internal_count=361931 1014 939 911 730 576 154 549 492 331 186 111 145 360917 312947 14099 4490 517 168 9609 7709 5428 3139 1901 1238 1522 2281 1900 1477 1403
shrinkage=0.05


Tree=4884
num_leaves=31
num_cat=0
split_feature=146 219 1390 1114 1002 1469 687 76 503 1466 1030 1454 158 555 1308 691 208 631 280 348 837 1324 1042 768 143 1259 765 204 1397 1260
split_gain=8.87035 16.1596 15.8605 18.7363 16.1896 14.969 13.9424 13.525 13.5245 13.4735 15.7777 14.4535 13.7025 13.4179 14.4256 15.8358 14.3208 13.3186 13.2279 15.0242 17.4546 12.9914 12.9532 12.7997 12.785 14.8812 12.4523 14.0886 12.1106 13.4524
threshold=2.0556245044164494 2.3682005206670032 -0.46668121304480176 2.5478550704504253 1.0000000180025095e-35 0.26697426476209379 1.332710058900785 -1.0705360911439239 -0.14461910949822498 0.48004152527733596 2.2767728968969565 0.17628833089535448 -1.049943879863503 1.342081648231668 0.63103079391464312 1.8603227875813368 -1.2154848502392244 -0.88685974238586041 -0.8547825077063862 0.47604223921625471 -1.1099202278364391 0.87276259830946168 1.262006764656221 -1.4937987085479778 0.76453886327805376 1.5968206114282817 0.54009656997187161 -0.72150005804730044 -1.3262958498743183 -0.70760342546340516
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 13 7 21 -5 10 11 23 -11 14 15 -4 -15 -16 19 20 -19 22 -6 -7 25 -18 27 -3 -9 -30
right_child=1 26 5 8 6 9 -8 28 -10 12 -12 -13 -14 16 17 -17 24 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00023498371865396416 0.0024561018029014186 -0.080777930952877636 0.011238962171138851 0.074313122327475153 0.030436133072300864 0.078089801541680284 0.05533939726570343 -0.049704524670439038 -0.032410337843462332 0.06010938634599991 -0.049136779632673488 -0.019160292785124478 -0.028250663549151414 -0.069131773214062553 -0.021524628690368083 0.048738172279735814 0.037208535966263855 -0.050343096115521818 -0.00032367733448973704 -0.021295167607292238 0.055641291305579037 -0.043877206066134954 -0.045305530778339528 0.0073157698549074866 -0.043159426467515499 -0.03440875062180223 -0.048279439413761588 -0.001654278574404637 0.012541400278683602 -0.017830342842386573
leaf_count=348642 3600 37 2460 57 184 27 32 132 25 21 112 288 315 20 301 159 479 22 1111 66 149 51 36 1662 31 42 135 406 196 1133
internal_value=0 0.0537984 0.0696092 -0.0189993 -0.0349392 0.138467 -0.206979 -0.235861 1.01506 -0.00944799 0.0585207 0.096222 -0.4347 0.20765 0.163688 0.267011 0.513894 0.00348912 0.0932996 0.56158 0.867541 0.203672 0.40872 0.173948 0.57425 0.647603 -0.323567 -0.145486 -0.321446 -0.261619
internal_count=361931 13289 12711 5446 5364 7265 1764 1732 82 2425 2089 1977 336 4840 4268 2619 572 1649 1348 237 171 271 220 1689 552 521 578 443 1461 1329
shrinkage=0.05


Tree=4885
num_leaves=31
num_cat=0
split_feature=346 759 79 137 230 556 1043 341 1045 746 1186 207 658 775 971 687 348 277 491 1383 636 568 1184 853 970 1175 912 357 5 910
split_gain=8.81998 13.2463 16.0347 15.5611 16.2742 14.1643 17.98 13.3198 20.0074 15.3552 19.3453 19.587 14.4588 16.5485 22.5307 14.3956 13.679 13.6597 13.567 13.0943 13.6982 12.9017 14.5573 14.587 14.0408 13.9052 13.2929 12.8271 15.7531 14.098
threshold=2.2729813834108188 1.028877168090977 -1.1399268727405567 0.40723644995975133 -0.84716504373166457 2.2586071972232626 -0.87550623329423771 1.3462168560862613 1.2933919948447075 0.66766320980544069 0.17165134198773987 -0.83615990764252912 1.0000000180025095e-35 0.96990323011849344 -0.036937435566836978 -0.70079138482271952 0.68295687985393994 0.091622903090090094 1.9739203642181204 0.12700647739214235 1.089551568986544 -0.61250411406166283 0.71897368341932066 0.45320706742212763 2.2524453638170594 0.13496288620855143 1.9448114091673692 0.67322364335408347 -1.0982466345388608 0.43430937502987671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 5 -5 27 -7 9 12 16 -11 -12 -9 18 -15 -13 -2 -16 21 20 -18 26 24 25 -23 -24 -14 28 29 -4
right_child=1 2 3 4 -6 6 -8 8 -10 10 11 15 13 14 17 -17 19 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.3619012872602982e-06 -0.013515458139636125 -0.04052107956925901 0.092967401970865948 0.079446752221214695 -0.014788510224893218 -0.022437548230029924 0.16590006794149578 -0.015251346141078712 0.027791216243285146 -0.010298948878141881 -0.023231512961893803 0.060288565905682351 -0.026329164433346954 -0.014554378793901201 0.17427788830564145 0.015721942682324751 0.046865807903263626 0.047618101577117461 0.085086093340701968 -0.013210743883309704 -0.056126728723808555 -0.0071540526208122845 0.14001287676238228 -0.041014705117461539 0.061938208915703619 0.038419578158575718 0.051345277155800645 0.049887431658114108 0.0038550944981426403 -0.038224150967149845
leaf_count=350319 5315 137 64 30 456 28 28 1254 446 723 136 124 513 58 22 305 154 26 26 152 25 511 32 31 56 71 28 129 710 22
internal_value=0 -0.0744137 0.146892 0.219023 -0.164904 0.40672 1.97679 -0.110869 0.0534883 -0.16836 0.0552686 0.367343 -0.0555411 0.137539 1.14842 0.585085 -0.234108 2.20742 0.0407907 0.234084 0.687749 -0.0121041 0.229472 1.01046 0.0206129 1.43359 -0.368956 0.344518 0.203764 1.28736
internal_count=361931 11612 1604 1467 486 981 56 10008 3074 6934 1288 565 2628 1374 106 429 5646 48 1268 331 179 1242 701 134 567 103 541 925 796 86
shrinkage=0.05


Tree=4886
num_leaves=31
num_cat=0
split_feature=1465 1329 1177 218 813 958 501 498 1041 216 1053 1174 1247 279 503 701 1323 1052 21 637 1175 5 704 915 909 1312 771 1120 354 1379
split_gain=8.7213 12.7691 13.8397 16.3485 14.5197 12.0192 12.863 11.4954 12.7138 11.5561 11.454 11.9457 11.2457 11.0682 11.4996 11.407 10.9329 14.8516 12.3445 13.48 16.0976 12.1228 11.0859 11.3041 10.9485 10.895 11.0897 10.8831 10.8277 10.7636
threshold=2.873316917895123 -0.21197159553920566 -0.58533274142527303 -1.8231183002593252 1.304868341751126 1.0000000180025095e-35 -0.34356399406047794 1.9385201012130144 1.2459531476807573 0.60098501437501839 -0.29524135891298131 1.6765992819087938 2.1570926894903941 1.3486298103214474 -0.049108770022797316 -0.58052638952803648 0.96272168951888804 -0.60926165506853658 1.7567652095367545 1.1062372804126168 1.675441926006249 1.81360184502696 3.1513016653723329 3.389558999841114 1.0177766212561699 -0.52006632663076002 0.23106647925632742 0.74748583077716357 0.57274195078159917 0.39094954246061359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 13 -4 10 -6 -7 8 16 -10 25 12 -12 15 -15 -3 18 21 19 22 -21 24 23 -2 27 26 28 -18 -5 -11
right_child=1 2 3 4 5 6 -8 -9 9 29 11 -13 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018835308596584424 0.0095529364081846698 -0.016640086980841483 0.047701647299729526 -0.015946614413644578 0.028368051187470052 0.022777090399993968 -0.070461190472547661 0.035024506313155394 0.031303889351534914 -0.060602656743178662 -0.027356925109788738 0.022996235607245258 0.018108121694231601 0.021965467368173723 0.10996132315657708 0.012986590143467673 -0.047609297891304941 0.0031415634276329009 0.038901192422085375 -0.026913231337308254 0.058449437272551197 0.030627897211295708 -0.074334210297583331 -0.058566035252085584 -0.099408242294692292 -0.011451686489540432 0.051902457446034861 0.024600790188163756 0.078129247192770535 0.038049116792767165
leaf_count=354454 2464 245 96 94 190 33 45 167 354 50 1138 100 80 61 20 591 119 426 116 296 24 30 20 40 37 481 73 36 27 24
internal_value=0 0.0753781 -0.0385686 -0.144568 -0.182228 0.288884 -0.483829 0.154047 0.129083 0.486037 -0.262898 -0.408446 -0.476061 0.185849 0.910549 0.10402 0.0848853 -0.182801 0.141842 0.109024 -0.352353 -0.663404 0.160987 0.174301 -0.886687 -0.0216461 0.406353 -0.612212 -0.0318429 -0.443361
internal_count=361931 7477 3274 2357 2261 268 78 4203 4036 428 1993 1318 1218 917 81 836 3608 648 2960 2844 320 222 2524 2504 192 675 194 155 121 74
shrinkage=0.05


Tree=4887
num_leaves=31
num_cat=0
split_feature=1290 1367 500 644 38 1121 1386 1118 833 1329 562 1383 50 1024 972 1190 16 904 897 905 590 1036 484 1329 1458 699 672 18 1387 1431
split_gain=8.64291 15.5128 16.1859 16.6875 16.2318 15.8669 18.3065 17.9518 15.8139 17.6275 17.5057 15.6812 16.7892 15.3283 15.4957 15.2956 17.1935 15.2669 14.439 14.6858 13.9452 13.8198 13.4963 24.5122 24.3618 15.7882 16.3723 15.4413 13.5116 13.3088
threshold=1.8124611990991408 0.61047007421192445 -0.37527894687108931 0.67327013416482728 1.0000000180025095e-35 0.22784823773932142 -1.366373439207363 -0.69856454868279882 -0.20051932667203695 -0.052857922440079051 -1.2617484020160561 2.3168963819172634 0.55630078546380823 -0.55949530861756192 -0.5931616751899208 -1.1690239989921254 -0.031129504417258286 -0.45213422908345152 -0.7153876370952309 -0.16562570227703169 2.1694227903270291 -0.086988056883286688 1.2803166377997726 1.9853124615439721 -0.43379039697338312 -0.37669460917182801 -0.65546635319905777 1.6296467126224341 2.6275466019766056 1.8641952677858011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 15 5 -5 7 -7 17 9 -9 -10 22 -13 -11 -15 16 -3 -4 -12 -20 -17 -22 25 -24 -25 26 28 -26 -2 -27
right_child=1 2 3 4 -6 6 -8 8 10 13 18 12 -14 14 -16 20 -18 -19 19 -21 21 -23 23 24 27 29 -28 -29 -30 -31
leaf_value=4.0387898133899437e-05 -0.021548014625444437 -0.050679415594026271 0.077993452716158498 0.062677099502565531 -0.011452558061244211 0.073320225671455713 -0.016045976050892075 -0.019980911939986485 -0.058742027387608579 -0.019114629182745754 0.062579712127431977 0.0075346037500882233 0.084461228330754395 -0.047981956087629826 0.062378607262690136 -0.0019545928072848343 0.0053329848284666952 0.0078115316538646161 0.047311861552285839 0.0030440299899821524 0.0023638626200470463 0.086228989193148808 -0.020617498766475405 0.11099656050715126 -0.051677699594795935 0.0006012275147696584 -0.0046349226235241677 0.07802882846022148 0.062163909592220637 -0.032397017218143608
leaf_count=341281 1494 201 90 130 69 31 566 438 36 81 99 171 49 29 102 2015 121 84 130 300 53 42 1849 52 74 7890 4082 20 23 329
internal_value=0 -0.0528441 0.0648145 0.214145 0.850098 0.146276 -0.204568 0.275731 0.175451 -0.0974657 0.434975 -0.0945546 0.554469 0.438611 0.914607 -0.0662025 -0.551791 0.977244 0.529995 0.344831 0.00527729 0.823495 -0.104908 -0.325393 0.812682 -0.0782597 -0.183559 -0.171948 -0.398033 -0.00509685
internal_count=361931 20650 4617 2185 199 1986 597 1389 1215 650 565 16033 220 212 131 2432 322 174 529 430 2110 95 15813 1995 146 13818 5599 94 1517 8219
shrinkage=0.05


Tree=4888
num_leaves=31
num_cat=0
split_feature=51 136 1392 151 1244 698 1150 899 498 1457 979 622 290 621 1247 834 841 346 828 639 599 1459 287 984 338 223 556 834 282 286
split_gain=8.69578 14.148 19.5358 16.6597 17.8556 17.4159 16.9291 21.8512 16.1006 14.9567 14.9707 14.8042 14.7117 16.4092 16.168 15.9577 18.4714 15.9084 14.3415 14.195 14.0915 15.9177 13.8865 17.9134 22.6967 17.5139 17.8847 17.3345 17.6769 17.0413
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.95244706794026779 -0.31511161691979045 0.64002674292793271 1.0992029596222448 1.0000000180025095e-35 -1.0720574268849592 2.3761431599641116 4.1112452456194752 -1.1821187953223373 -0.63386956933530236 0.16899903132986019 -0.87681056050428963 0.62772601207641177 1.0397244729360067 0.41798049958525268 -0.82338531712199092 0.55785226769476959 -0.19212560249890223 1.0000000180025095e-35 0.49900387419946662 -0.34802381261309395 -0.76235525386206404 -0.67742393113063393 3.2962384453251694 -0.69386489867688261 1.8244089606515439 -0.32723280444062097 1.6708111051819099
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 -2 3 4 -3 6 18 -8 9 -4 -11 -10 13 -5 15 19 -17 -16 -6 -14 21 -19 23 -1 -25 -26 -27 -24 -29 -30
right_child=1 2 8 12 5 -7 7 -9 11 10 -12 -13 14 -15 17 16 -18 20 -20 -21 -22 -23 27 24 25 26 -28 28 29 -31
leaf_value=0.0036125201228770867 -0.0016407034998837538 -0.0030198788588394589 0.001799557830011087 0.0030348316683336545 -0.044185038502262658 0.083418598454133103 -0.063850665046201335 0.088960564837457901 -0.018538296216201382 -0.071065058859344318 0.042673389830468846 0.04440915726973349 -0.0035236356264854059 -0.028007688011206813 0.08216211372681291 -0.03367753110137383 0.047155831294420913 0.074358896805916536 0.050921050693503944 -0.030150390616765933 -0.035040094035658102 -0.050147021633874592 0.0012311858846898332 -0.0053503334216721135 -0.00056463357045626972 0.057766983254272868 0.0053536559806872993 0.0038033301411085265 -0.010254164156726321 0.035792423760110451
leaf_count=10555 107710 780 25706 373 83 58 23 56 61 20 146 192 811 1166 47 76 127 47 29 510 71 20 141748 22202 42083 119 253 2140 4616 103
internal_value=0 -0.0178213 0.0250312 -0.13341 0.143844 0.674886 0.291538 1.12822 0.046634 0.0408118 0.665067 0.597199 -0.221152 -0.409128 -0.0707036 -0.157233 0.476161 0.575959 -0.321664 -0.256094 0.138855 0.83256 0.00681112 -0.0201884 -0.0350829 -0.00692042 0.49054 0.0193424 -0.0977437 -0.181803
internal_count=361931 138112 30402 4277 1029 249 191 79 26125 25872 166 253 3248 1539 1709 1524 203 185 112 1321 138 67 223819 75212 64657 42455 372 148607 6859 4719
shrinkage=0.05


Tree=4889
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1229 813 650 648 704 657 1452 1470 767 1465 759 968 269 402 646 785 856 971 220 219 202 692
split_gain=19.2245 14.4818 17.5552 21.7345 22.804 38.8932 21.5159 26.954 29.3768 20.1769 19.649 19.3991 20.0763 19.2275 18.1476 31.3368 20.8576 20.818 18.5325 19.1074 25.4814 18.118 17.8661 19.9953 18.6431 18.4316 18.5385 17.773 20.9518 18.6386
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 2.1641256470006294 1.6923072129381651 1.8166789435549495 -1.1956137993399691 0.72755686970153477 0.4926003403048807 0.88064864201853632 0.88588104778160826 0.2596866816849363 0.34880281829933329 -0.0029323929260184315 0.85216676757878052 2.9541164636104842 0.99988622835687535 0.58460966528228819 0.35427719004364194 0.40332586026162931 2.8921798140546033 -0.83407613635155664 2.6974842511353683 -1.2133709591318604
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 6 -6 9 -8 11 -4 14 12 -9 21 22 18 17 -17 -16 20 -20 -7 23 -2 25 26 -24 29 -29 -25
right_child=1 -3 3 -5 5 13 7 8 -10 -11 -12 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 24 27 -26 -27 -28 28 -30 -31
leaf_value=4.493505401933511e-05 -1.5198963172536431e-05 3.8559935225408693e-05 -5.1511307430845885e-05 -6.2451108418963371e-05 2.7687105329258125e-07 0.00027666518435628544 -8.8457832012993763e-05 -0.00026418149551118335 0.00030228766084453587 0.00010838459143241636 0.00013478237407486902 0.00022370460792639854 2.7272136381475766e-05 -0.00017633302476415208 -1.3447016132363859e-05 0.00066979982294387884 -0.00022639296200758238 -0.00083119638664840793 -0.00017836342762986361 0.00039227371388148876 0.00040052777036671163 -0.00071511336163644233 -8.8524592686485985e-05 -0.00019167931106179304 0.00022202914803854147 0.00022629522838788283 0.0011011668501815801 -0.00024775275184671819 0.00037722794355446248 0.0002509097063240116
leaf_count=29559 24524 21518 94773 85264 18652 4470 11003 2150 1865 3837 6225 2316 26752 507 8003 729 177 71 1084 1124 512 82 4385 1294 2486 1287 49 5774 290 1169
internal_value=0 -0.0145046 -0.0191606 -0.0285369 -0.0138178 0.050902 -0.0257207 0.0186938 0.0512793 -0.0450953 0.016049 0.0317288 0.0135511 0.217987 0.00157894 0.078604 0.450349 0.598436 0.0426091 0.196709 0.0323503 0.263188 -0.0220005 -0.0473277 0.0702093 -0.00216606 -0.0723841 -0.152015 -0.21912 0.0372811
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 98610 59183 31218 28902 5059 52958 11700 977 800 10723 2720 1596 4552 41258 33051 8207 5721 4434 8527 6064 2463
shrinkage=0.000980392


Tree=4890
num_leaves=31
num_cat=0
split_feature=859 789 1470 416 208 558 1258 1040 989 981 1396 633 968 428 1349 294 833 1017 285 1248 136 361 634 1317 760 75 1175 64 1388 79
split_gain=8.76924 16.5764 15.2594 15.0546 14.6816 19.2687 16.5285 15.45 15.2525 15.1144 16.4031 15.8809 16.8055 16.811 16.151 14.8801 14.707 19.681 17.3836 15.439 17.1309 19.1817 27.4706 14.7739 17.2794 19.6732 14.6523 15.3742 16.1937 16.6196
threshold=-0.54135187694831066 1.1248358748350926 -1.3545928909252491 -1.3869937216098343 -0.060382976472855808 1.4047152405008403 -0.62986783506518917 0.98258011082585306 -0.34074791428679363 2.0228832419914675 -0.64439701709263353 1.2993681993456387 2.0084989127880917 0.93783464849645892 0.62554163446995081 -0.078187856073200182 0.90622886299847627 1.9834070577257195 1.4913901301827208 -0.17153692412172575 2.3698566529691649 0.072337990113664694 0.82131213419170501 -0.64071757215498848 -0.77488981156864511 -0.13609929481617355 1.187181984645308 -0.27738331201775651 -0.81329867732610739 -0.56642764329006956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 -6 -7 9 -8 11 -11 12 14 -14 16 -13 -3 18 19 20 21 22 -18 -21 -25 -26 27 28 -16 -30
right_child=-2 4 3 -5 5 6 8 -9 -10 10 -12 15 13 -15 26 -17 17 -19 -20 23 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0094751022104129154 -0.00051522894520194954 -0.015144158934860874 -0.0048710606772398727 0.0017215679089544651 -0.00016372657043174697 0.064219271959340268 -0.019495321614624223 -0.018523396190425988 0.036928557666272052 -0.028129872829330584 0.035841172275404246 0.01933694470955806 0.032754457133608986 -0.033000480117810947 -0.060722729885618887 -0.01717161948096204 -0.016220102500267258 0.093238967970885184 -0.053613898705469676 -0.020857137455598661 0.048797946850920287 -0.045197127786717313 0.063346390766166383 0.064462592514300018 0.033090183324492824 -0.039879311931400492 -0.034456676814029683 0.035360387927308994 0.029412875733326949 -0.014156501913332035
leaf_count=1566 244749 3670 6711 96346 4253 94 128 1104 137 62 174 477 203 63 73 189 310 29 114 111 43 216 64 92 137 77 102 221 175 241
internal_value=0 0.0145853 0.0243104 0.0280442 -0.0648643 0.0439117 0.547549 -0.122552 0.224596 -0.0817901 0.423313 -0.10458 -0.145691 0.376953 -0.174708 0.202907 -0.227841 -0.00690789 -0.0536605 0.0241136 -0.208133 -0.329645 -0.0203312 0.350199 0.577242 0.206381 0.114828 0.226785 0.00282639 0.139328
internal_count=361931 117182 104623 103057 12559 4612 359 7947 265 6843 236 6607 5941 266 5675 666 4863 1193 1164 1050 633 590 374 417 306 214 812 710 489 416
shrinkage=0.05


Tree=4891
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 340 497 691 842 357 854 797 794 710 936 942 851 1326 917 1104 903 321 659 1465 696 519 1379 980 611 911
split_gain=14.3801 18.9129 18.6568 21.2523 25.8394 19.62 17.2349 16.8982 16.9619 16.7613 16.5962 55.6885 21.7237 21.2789 20.4445 22.8711 18.6364 18.5191 17.9049 17.3692 17.5885 19.405 16.8723 16.8684 16.7949 16.6161 19.2951 16.3084 20.9703 23.2134
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.29476615584548899 1.7603402020327763 1.8162821653890682 2.2841970610333457 0.34291078408764419 -0.46476429952967968 1.4111169447725282 -0.87473648844905705 0.63961785378869596 2.2041218380651819 1.7745879959826432 0.30310323293594316 2.231519495564001 0.68308976018130074 1.1314081615138261 4.3127385003387806 1.5905554998756977 -0.63331990255781911 0.46728705763592832 -0.65794869715300641 0.14486519861544186 -1.2058298766718543 1.0000000180025095e-35 -0.3184798163412213 1.4934857464154867 0.77037178917660254 1.1854903787881201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 9 -9 -5 11 24 13 14 15 18 -14 -17 27 20 21 -15 -13 -22 -4 26 -26 -12 29 -29
right_child=1 2 10 4 -6 -7 -8 8 -10 -11 12 22 16 19 -16 17 -18 -19 -20 -21 23 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-3.659217772126053e-05 -5.6188246500989737e-05 -5.441829624120897e-06 -0.00063639797499032201 8.441209611345265e-05 0.00023694127074539237 -0.00020186548502299837 0.00025361022276173054 -0.00017961455620545686 2.1516166964255496e-05 -5.0182525207587912e-05 -2.2027915410592978e-05 -9.5026175526486596e-05 0.0001090074194922048 8.4055459378402567e-05 -9.5938133752681743e-05 0.00018705327467694494 -0.00023730817497505654 -0.00030477176079456267 0.00067472147992091972 0.00046227831607902845 6.7525158873397241e-05 0.00054836269283607372 0.00029111569626512817 -0.00019872950602787536 -0.00026940182607561162 0.00012068374672393419 1.7497051609405801e-05 -0.00028028465038451843 0.00029752684064937753 3.7574948253272375e-05
leaf_count=96477 36838 52063 279 31098 3356 1906 1967 3213 7005 5298 58824 597 8420 1400 26520 3229 910 371 156 495 3509 513 3771 1670 2267 1898 2454 3581 485 1361
internal_value=0 -0.000874602 0.00586603 0.0279461 0.0588115 0.0456034 0.0534221 0.0447449 -0.038063 0.0667249 -0.0131599 0.0665748 -0.0218851 -0.0317447 -0.0414898 -0.02138 0.0805829 0.140635 -0.0319993 0.0795758 0.0515087 0.225959 0.24735 -0.0169205 -0.0643466 -0.0433009 -0.119108 -0.033992 -0.147744 -0.188354
internal_count=361931 265454 228616 105906 53843 50487 48581 46614 10218 36396 122710 11266 111444 102114 94527 68007 9330 3600 64407 7587 7092 1913 4368 5179 6898 6619 4721 64251 5427 4942
shrinkage=0.000980392


Tree=4892
num_leaves=31
num_cat=0
split_feature=519 728 382 566 785 1049 590 140 501 1460 1023 1462 1290 418 707 209 565 1242 12 970 1319 917 628 624 629 483 1096 1448 1390 831
split_gain=8.86646 17.975 18.6097 16.7712 15.2672 19.0554 20.12 15.4305 14.7919 14.7345 16.8961 15.509 13.9588 13.7863 15.0915 14.1182 13.6241 13.5547 13.5147 13.5122 13.4095 13.3162 15.2282 14.4307 15.0038 13.2882 13.2819 13.8191 13.4702 12.7279
threshold=2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.7115451368606267 0.58460966528228819 1.511805152420109 -0.67541201360492764 1.2334925596467967 1.2620854374800978 0.34242374349339988 4.2200187287704019 -0.029674230372801095 1.0000000180025095e-35 1.0000000180025095e-35 -0.17906825320793476 1.3315602333802148 0.25608310068037565 -0.40792260499669547 -0.80320804307572236 1.0358118362873319 -0.21947591640460562 -0.47679213934780368 -0.30496969328048584 0.48112422544185818 1.0627326560621984 -1.4250003006780623 1.0000000180025095e-35 0.14128466709585305 0.98807382972322488 1.2236692127008679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 29 4 12 5 6 -3 9 -6 10 11 13 -4 16 15 26 18 19 -8 -16 -10 22 23 25 -25 -14 28 -28 -15 -2
right_child=1 2 3 -5 8 -7 7 -9 20 -11 -12 -13 21 14 17 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00026610093618073332 -0.0027131193600825223 -0.0090897509628363529 0.001027004950705433 0.012878426562447988 0.017988532605426089 -0.008551915705587285 -0.028263409585080002 -0.0091008465900739126 -0.040540698822516853 0.021897836431594538 -0.080414890814663353 0.017631084324877169 -0.055842606388220577 0.035003305885914486 -0.011095665538111855 -0.054089265256810737 0.021044470547072369 -0.034198718225530965 0.0062675425150355213 0.067751748665141928 0.012660503015077013 -0.015008039651690234 -0.013497358713652818 0.011487519844826068 -0.05592259448912127 0.037023124985060864 0.021754581144380239 -0.057125469191574844 -0.033646903073260508 -0.023263754521830111
leaf_count=338398 3624 918 5914 1026 1903 1135 167 535 120 1055 25 1390 27 242 131 51 670 346 1059 29 128 1608 428 124 57 238 51 60 44 428
internal_value=0 0.0389361 0.0659665 -0.00321182 0.131705 0.0875164 0.132067 0.177495 0.296368 0.212313 0.15421 0.164936 -0.0354661 0.071915 -0.149511 0.143866 0.176742 -0.419061 0.038311 0.0953907 -0.229157 -0.175926 0.0359743 0.302233 -0.163277 0.612366 0.26992 -0.390691 0.512567 -0.0965391
internal_count=361931 23533 19481 9422 10059 7908 6773 5855 2151 5320 4265 4240 8396 2850 954 448 1896 506 1226 160 248 2482 874 446 181 265 397 111 286 4052
shrinkage=0.05


Tree=4893
num_leaves=31
num_cat=0
split_feature=785 728 784 657 922 864 720 384 647 590 846 290 350 718 833 1246 434 559 20 351 1050 491 969 1390 1191 1314 570 636 347 64
split_gain=14.8592 12.7836 18.1829 17.6081 16.6911 17.6709 18.1847 16.9873 16.4679 35.7013 16.3814 16.7642 16.1735 16.7594 22.9483 21.6821 21.9195 18.1548 16.1797 16.1175 16.0151 15.954 17.3568 16.3351 15.9114 21.408 15.6098 16.9894 15.5763 15.4937
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 0.8808338060330112 0.72275257928592751 1.0000000180025095e-35 -0.7284015983301716 -0.87782724458594241 0.58895901036483078 0.92759726108368712 1.1551494272064851 -0.54100357354515338 1.7690287660176487 1.5919315457291203 -0.74029609857671408 -1.1991617827164551 0.37529151969682834 -0.85260503279661171 2.116766141447274 -0.65319606080204651 0.28737612900984566 0.16900592939467912 -1.2431455610252822 -0.43999939705801333 -0.14725679315555426 -0.48460852809644533 2.4129057422810987 -0.71711957368878465 0.58408534944085788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 12 6 -6 -7 9 19 -8 -12 -4 14 15 21 18 -15 -17 -3 -18 22 23 -14 25 -16 -10 -28 -19 -5
right_child=1 8 3 29 5 7 10 -9 26 -11 11 -13 13 17 24 16 20 28 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.9252148366821077e-05 -1.4345727197250271e-05 -1.3765023022711487e-05 -5.467649588329412e-05 -9.6815292848855179e-05 -5.6663612248898094e-05 -0.00056258490884507914 0.00024889979889634563 2.7050303165063769e-05 -3.720053556442647e-06 0.00035910909357982616 -0.00024463744069020608 0.00075361198122896088 -0.00099389417563649184 0.0002387584075012243 -0.00065647317918103045 0.0016537074853768118 -0.00025456801162923554 -0.00079748420175527589 0.00018771224387372632 -0.00096473572296434994 -2.7780120275725409e-05 0.00030169299873945192 -0.00020142264112304673 0.00025430769756313389 0.00044304724936361739 0.00032511990076970933 -7.831659830742006e-05 0.00033136793955590357 1.7312044623671528e-05 -0.00072190433986522829
leaf_count=29559 190291 4684 10138 1706 1445 282 5721 946 33370 1384 620 85 68 3512 190 49 2070 162 103 137 9033 1444 956 1074 894 250 59758 602 1157 241
internal_value=0 -0.0130592 -0.0045164 0.0368941 0.0471843 0.128959 0.167678 -0.110193 -0.0389924 0.0804402 0.216782 -0.110633 0.0220048 0.0555574 0.0207643 -0.00491204 -0.0538327 0.166805 0.794191 -0.0364759 -0.065265 0.142196 0.0140091 0.200654 0.291737 -0.0562319 -0.0486359 -0.0749484 -0.0625686 -0.163909
internal_count=361931 332372 232437 42146 40199 9099 7871 1228 99935 6205 6426 705 31100 20962 16131 14797 11255 4831 152 4821 11103 3542 2098 1142 1334 440 93730 60360 1319 1947
shrinkage=0.000980392


Tree=4894
num_leaves=31
num_cat=0
split_feature=1430 1298 815 1469 835 698 1253 905 1465 627 152 1046 144 980 17 1122 968 842 1174 188 1372 488 1453 1470 1459 1465 1464 1454 1097 1451
split_gain=8.81492 15.9875 16.4009 16.4573 16.0909 15.1859 16.4279 16.7019 17.3865 15.8188 17.5149 18.9088 16.8032 18.4812 17.5929 15.452 15.3385 17.1304 15.1819 15.1432 19.1695 22.9338 18.1806 18.1785 17.7518 20.5211 25.6774 18.4697 17.7505 17.3903
threshold=0.54622893720785959 1.0000000180025095e-35 2.6552330629716328 -1.0470123060412753 2.6047796401122034 1.8596599369683353 2.9178444885192043 2.428469339563136 0.81127595921952256 -0.060154773301756295 2.1171177476311756 1.661935220429694 1.3905511881411028 1.9617960821478007 -1.0155252825846031 -0.063601861510594174 -0.18613676232692403 -0.75742693342923417 -1.1184411801060676 1.0000000180025095e-35 1.7231870616215912 0.71881030759779108 0.85537653896615018 -1.2718061674828867 0.31506939676116369 1.661392035409482 2.0300025928984748 3.4974816677026177 -0.64966988391888181 -0.10843678457706492
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 8 -7 10 -2 18 13 -11 -14 -10 17 -9 -12 20 22 -22 23 28 27 -26 -27 -21 -5 -25
right_child=5 -3 -4 19 -6 6 -8 16 15 12 11 -13 14 -15 -16 -17 -18 -19 -20 24 21 -23 -24 29 25 26 -28 -29 -30 -31
leaf_value=0.0018408379866273975 0.002126372864448044 0.00029960985872320452 0.04898011389379503 0.024431747139594839 -0.026284654400360583 -0.011417535863970646 0.073658118947228457 -0.036573456104191375 0.016340110237316515 0.00078330200817578225 -0.020223126282004348 -0.035974088447057302 -0.030232369598012634 -0.011936514445551676 -0.0051843710059357997 -0.028874126891841413 -0.010373293127073427 0.047910335114780621 0.01721907310266579 -0.0024623025790629586 -0.023025303252130012 0.0049184335241593061 0.0032662607896084914 -0.0031808336744589133 0.0047908709232710751 -0.023115834972694128 0.022853274959094661 0.031254229140612759 -0.00018529082814155989 -0.0095513426645034982
leaf_count=19138 43115 152207 74 736 351 3563 29 47 481 30802 168 96 448 1567 2579 128 149 154 1721 41339 2869 894 6066 24093 10247 883 224 220 2058 15485
internal_value=0 -0.00901609 -0.0320262 -0.0329133 0.0285604 0.0177453 -0.109297 -0.12095 -0.163603 0.0248748 0.0525189 0.247628 -0.0111709 0.0036071 -0.176187 0.169276 0.321816 0.694739 0.292299 -0.047575 -0.085495 -0.306736 -0.0713906 -0.0944177 -0.0204881 0.0633767 -0.260805 -0.045101 0.0978337 -0.113549
internal_count=361931 276884 124677 124603 19489 85047 4551 4522 4172 80496 45100 1985 35396 32369 3027 609 350 201 1889 105114 52201 3763 48438 42372 52913 11354 1107 41559 2794 39578
shrinkage=0.05


Tree=4895
num_leaves=31
num_cat=0
split_feature=800 973 417 1328 636 976 140 434 977 1023 427 485 705 633 1170 1451 194 705 2 117 358 693 1469 980 77 78 1458 84 912 696
split_gain=8.88493 12.8253 14.6919 13.3062 13.0893 14.5189 14.3317 14.5576 14.0935 17.43 15.6763 14.7643 13.9392 13.8628 14.5962 15.4615 15.959 14.9621 13.7917 13.7542 13.3411 16.255 13.2297 13.2164 13.121 14.7142 13.2754 16.9197 13.4109 12.9222
threshold=-0.57812715656594349 1.1196417996359276 0.34917881023931147 -0.44212126688069658 1.5716305892581317 0.669905643979124 0.59556851541344324 1.554098546384314 -0.023437543495569667 -0.92662490140568188 1.3483638914764311 1.9435761341396687 0.90721770011872871 1.7407312976543683 -0.3903750793899049 3.037396938559827 1.0000000180025095e-35 1.5025377326640457 -0.084779876102899374 1.8421106730875214 -0.49938287222380279 1.2382808823291207 -1.3460032622719822 -0.15170882433107721 1.351907170995909 -0.73286458948340572 -0.07839413551592582 -1.4276320298556593 -0.18315212876690487 1.8957256739984236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 12 8 19 9 -7 -11 29 -1 14 17 16 -16 18 -6 24 -18 -22 -14 -15 26 -26 -8 -28 -29 -10
right_child=-2 3 -4 -5 13 6 7 -9 11 10 -12 -13 22 23 15 -17 20 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0026943255282172308 -0.00040136335718637213 0.0023406874876376531 0.0040689500542837901 -0.0069241087865659747 0.0046513832750754765 -0.026066449690274076 0.0077339817380894203 -0.020595725287201903 0.0072888877017465064 0.0017944468451727962 -0.040425911306953971 0.054853865685126374 -0.0996059147106894 -0.083958975219593723 0.0033032910126758021 -0.046850713752824624 0.039620319886606727 0.046445858979115011 -0.022814978286195862 0.059932944499401945 0.019385537274012949 -0.03542530977784214 0.0032143657334160062 0.012255413816661613 0.032420396103249031 -0.054609360953010957 -0.05239564303508594 0.0114182518427908 0.049890548653006003 -0.041078480037571578
leaf_count=24180 289498 3726 20324 5746 623 505 787 177 2636 2375 128 78 22 46 1009 52 341 70 430 78 763 70 7528 33 34 74 30 198 281 89
internal_value=0 0.0208536 0.0321118 -0.0630657 0.00719696 -0.0051856 0.0880883 0.274719 0.0315129 -0.0842037 -0.00803718 0.148443 -0.0265907 0.140177 0.16132 0.259506 0.287541 -0.0630127 -0.137781 0.341865 0.447535 0.299593 0.0597491 -0.828112 0.286052 -0.470158 0.350308 0.622967 0.720361 0.118402
internal_count=361931 72433 62961 9472 42637 39200 7470 1659 5811 3008 2503 2803 31730 3437 3358 2235 2183 1123 1053 1482 1174 833 7550 79 1404 108 1296 509 479 2725
shrinkage=0.05


Tree=4896
num_leaves=31
num_cat=0
split_feature=659 450 842 82 342 1072 296 152 686 493 266 6 135 417 1113 296 1304 416 355 776 289 635 1212 427 627 767 131 1400 21 424
split_gain=8.86508 17.5022 16.9906 14.8415 13.6344 13.1346 13.9754 17.48 16.8279 15.3635 16.4108 15.1608 18.2643 14.9845 14.7491 14.4984 14.2988 18.8906 14.7915 14.7625 13.9094 13.8958 13.9672 13.7286 13.3333 14.5455 14.6115 15.2433 13.4828 16.7737
threshold=0.62821384419828064 2.2203088264540187 2.3752998519744484 -1.2516974807046954 -0.71972127634037231 1.5351305222987108 -0.090603509693824705 1.9966089968447758 0.45089741549439122 1.5374594528780385 0.77453252660269467 0.51578654501300625 0.28940055740175324 -0.029800304227100335 2.1275675754313657 1.028190350109268 0.86938636594157181 0.98278507639343149 2.438453309181233 -1.3120348481638653 2.5915193949725661 0.61118817656106972 -0.72824034023836837 0.80816619379560461 -1.0566305350581897 1.3740232112670623 0.23318464556329613 -0.41729989280443652 1.0000000180025095e-35 1.3333796811882606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 6 8 13 -2 10 11 12 -9 14 15 -8 -17 18 19 -18 24 -21 -23 -14 -7 28 27 -27 -26 -30
right_child=1 2 4 -5 -6 20 7 9 -10 -11 -12 -13 23 -15 -16 16 17 -19 -20 21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00016841081529064771 -0.0024802064669858185 -0.023140875458662842 0.017765495320941203 0.0091621562613240556 -0.056706596428323743 -0.037219317298623288 -0.013421656707669228 0.019829863237080254 0.0054149743108940903 -0.055264543033727333 0.063128430528874818 0.038382255043456222 -0.039767218956299526 -0.0030066175471750185 -0.040251815709516886 -0.0089989282839727566 0.085247264295367109 0.081868315187419632 0.093444120349890483 -0.008159569685869509 -0.048037262421951998 0.074529959863626538 0.0017521288805454267 0.03978571871082906 0.012555830337669206 -0.035702477531311359 -0.035762335947193441 0.03757889004122901 -0.0014288078646383373 0.027304122309334006
leaf_count=305284 23100 244 45 2993 101 166 5495 231 5463 47 83 167 167 8702 372 2043 35 47 25 748 87 47 89 27 2294 71 223 88 3148 299
internal_value=0 -0.0293628 0.118875 0.149014 -0.646454 -0.0414133 -0.0560876 -0.112132 -0.0244796 0.231376 0.313004 0.18277 -0.0393549 -0.130019 -0.209311 -0.189767 -0.0395082 0.201998 0.11709 0.059393 0.0573682 -0.00392756 0.6356 -0.534705 0.0690255 0.0831722 -0.346298 0.190659 0.11291 0.021321
internal_count=361931 56647 3383 3237 146 53264 46888 18325 28563 722 675 592 425 17603 8901 8529 3034 991 944 919 6376 884 136 194 6289 6123 382 159 5741 3447
shrinkage=0.05


Tree=4897
num_leaves=31
num_cat=0
split_feature=785 728 181 1148 932 1038 837 277 1031 485 864 496 830 1250 979 1109 142 432 359 255 968 497 492 629 487 294 144 74 42 423
split_gain=20.0815 16.1338 14.628 17.8604 33.3077 16.3696 16.3248 24.4509 19.1014 17.1305 19.4806 17.6663 16.3411 16.1171 15.6308 17.78 18.3821 15.4207 16.8645 16.5145 17.2964 16.5287 16.8685 16.7251 15.1212 18.261 15 15.0337 18.4096 14.9942
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 -0.71360701210361344 0.64384972645585192 1.383899167819199 1.0000000180025095e-35 0.62208026954249962 -0.31720521507743832 2.436135299030771 -0.47834808880385299 1.0107588944609038 -1.4545843342087594 -0.39486812106925545 1.7224421326486479 1.3813260107754386 1.544585866384623 1.9282309809988389 -0.39987519329464721 -0.33419395566900328 -1.1845030676715398 0.32815719809576299 -0.9114327310631809 -1.0283642353656171 -1.0007452537060373 0.51108553392409484 1.2787353126376195 -1.1399873906253273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 13 24 8 9 17 26 12 -12 -5 15 -9 -17 19 -19 21 -21 22 -8 -23 25 -2 27 28 -11 -24
right_child=2 -3 -4 4 -6 -7 7 14 -10 10 11 -13 -14 -15 -16 16 -18 18 -20 20 -22 23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010996058878294296 -0.00019780047295496096 6.1540804243587414e-05 -5.0783691132302049e-05 -0.00027607038054112997 0.00033848574493553841 5.5398322136801887e-05 0.00043076313109299434 -0.00049077007374698927 -0.00010166279267615609 -0.00060590041989064703 -0.00057736078929602477 0.0015102517925250738 -0.00014575116194598297 0.0005373757520980403 -0.00027298814262214635 0.00057152400986973113 0.0034844611999688769 -0.00024951657992244045 0.000675813638007883 0.00040599297000537164 -0.00044329010850725808 0.00018325232182585032 0.00025766888932769196 7.6329369213457578e-06 -1.2669904036801823e-05 5.7331148503555302e-05 6.1415255807247862e-06 0.00048970158884392679 0.00080610263692628098 -8.3119155591084682e-05
leaf_count=3396 1569 26163 69820 1411 1780 9228 401 214 21085 640 798 27 1070 123 4385 212 22 1785 106 168 751 6800 789 4276 165756 25957 5869 100 50 7180
internal_value=0 0.0451513 -0.0164694 -0.00931485 0.070826 0.0246592 -0.0139458 -0.0517329 -0.0373231 -0.00338167 -0.09159 -0.297165 -0.324101 -0.203749 -0.237444 0.341971 0.827287 0.0312353 -0.189236 0.0485956 -0.281464 0.0619922 -0.0226072 0.116427 -0.00444997 0.0446319 -0.031658 -0.354752 -0.491602 -0.0485907
internal_count=361931 29559 332372 262552 12542 10762 250010 56728 51895 30810 8554 1895 1868 1534 4833 448 234 22256 1891 20365 919 19446 8370 11076 193282 27526 6659 790 690 7969
shrinkage=0.000980392


Tree=4898
num_leaves=31
num_cat=0
split_feature=43 1462 822 622 683 1324 1108 407 1450 1459 811 975 1010 1469 337 1180 1045 865 270 1467 549 901 976 630 928 771 696 771 1180 971
split_gain=8.85432 11.8271 12.6115 13.773 17.0074 17.7552 15.0784 13.3169 12.8635 15.6984 11.4683 14.7429 17.573 16.8548 18.6645 18.5151 16.6653 17.8166 16.848 22.7078 19.8918 19.0092 23.284 19.2821 21.1919 18.5815 16.5446 16.4642 18.623 19.6353
threshold=1.0000000180025095e-35 3.8184655586880809 1.4197974596599032 -0.045707821337361239 0.4759180559620711 -0.67436670018637968 0.55261754182228284 0.54032197783379154 -0.34557539116087493 1.4614626038057483 1.0000000180025095e-35 1.0036330129080262 3.0713252103476614 0.71546069910815413 2.6560911313286502 -0.59868887268406445 -0.99313896695300174 0.34189790550582932 1.0000000180025095e-35 -0.42189260964277353 0.29773118743352983 0.41768186573188659 2.4515753278186461 1.2969456072964387 1.9360350391350638 -0.24203070936106516 -0.0438638202247763 0.078659331245355305 0.95606898016450292 -0.15407170693404357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 5 -3 -6 -4 9 -5 -1 12 13 15 16 -12 17 -15 -18 20 27 22 -21 24 -23 -26 -13 28 29 -20
right_child=1 2 7 8 6 -7 -8 -9 -10 -11 11 26 -14 14 -16 -17 18 -19 19 21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00056237014373941357 -0.0015715532654144765 -0.050188676262467806 -0.047591806714374213 0.051273065848970456 -0.034998092068086413 0.054657670125310864 0.050284153373314683 0.045436825328700164 0.067348443372435896 -0.058354559046159417 -0.0049176428071478545 0.0066202584995058988 0.018551501949171791 -0.027817948469822742 -0.047179850295168142 0.00052343511186780142 -0.0079944476102065311 0.0059098334738735617 0.05135966114811355 -0.017379815955966004 0.00035858238702824526 -0.013637080320583667 0.077695874283138344 0.060137215726678545 0.087804126198324867 -0.034489531672619048 -0.0025531608321624141 -0.0012132723814470717 0.081153594897037565 -0.002477843295325145
leaf_count=222621 74160 30 113 42 139 88 26 27 105 47 12714 7169 467 1039 215 27561 6073 320 217 1320 788 369 27 107 68 29 5499 214 137 200
internal_value=0 -0.0279545 0.288734 0.435795 0.136639 0.716066 -0.356053 -0.446451 0.90944 0.12809 0.00356621 -0.02498 -0.0420866 -0.0467668 -0.13197 -0.0247555 -0.119507 -0.386182 -0.0851161 0.0548722 0.272571 -0.131258 -0.289202 0.267127 0.0268417 1.0634 0.0527349 0.562742 0.79005 0.538711
internal_count=361931 74777 617 477 283 118 165 140 194 89 287154 64533 51865 51398 11123 40275 10908 1359 9549 3476 1556 1920 1347 573 466 97 12668 768 554 417
shrinkage=0.05


Tree=4899
num_leaves=31
num_cat=0
split_feature=1454 1046 558 21 1454 1147 1091 1036 1259 57 1463 1107 907 1251 627 1312 76 1354 557 216 500 1249 1182 158 1353 1323 1398 148 1038 124
split_gain=8.66409 9.99226 10.9059 9.01307 9.14444 9.06369 12.5937 12.9116 12.787 12.6601 16.2503 15.0844 16.6115 16.3643 16.2735 16.175 15.1943 17.0133 16.9038 16.7001 14.2097 15.3386 15.0376 16.1729 13.1385 12.9375 16.5693 15.699 13.2565 16.039
threshold=-1.0936914102283182 -0.58642939362613478 -0.48525660286920608 -3.2545899522946695 2.6579444067051354 1.0000000180025095e-35 2.690828001094058 1.8537435099442539 1.3015411896375209 1.4243427035504792 2.8481914748221446 0.65588326650926343 0.18878005392339683 0.53652997757687448 -0.95621049705172745 0.93289615840494322 -0.4292310386395059 2.2838735449754539 1.9417236658381929 -0.67137539310873862 -0.1251856622812885 -0.24788223335742493 0.52140975053784111 -0.77839525071093452 -0.47347578895997017 2.9187729016580457 -0.14300557541446587 1.4881389420529472 0.68978262895706333 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 9 8 -8 25 11 12 14 15 -11 16 18 -18 19 -14 21 -16 23 -22 -17 -7 27 28 29 -27
right_child=3 -3 -4 5 -6 6 7 -9 -10 10 -12 -13 13 -15 20 24 17 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.065844450697952292 0.018369461259072236 -0.037226855422828692 0.044125977760751244 0.00016646986645939732 -0.022564445020579124 -0.0019998544565327909 -0.030780463042666097 0.026484408266757544 0.041319642940504567 -0.034196991775439105 -0.068750236263066505 -0.0075180955521037783 0.048523845362594575 -0.010795237376230206 0.0020062188035200345 -0.036305418811738203 0.05947474583692286 -0.023691914776661924 0.10957776395845792 -0.014618163801833889 -0.050917006470562944 0.027575783428343738 -0.039144016729656492 0.0080865154672589892 0.025997291626254498 0.01338173986222136 -0.01448176361729419 -0.06674974372162594 -0.035385974944801578 0.063493250136072557
leaf_count=35 612 252 74 289643 90 65654 496 71 39 202 42 940 70 231 644 92 330 47 20 168 72 571 169 580 107 170 238 36 48 188
internal_value=0 -0.448376 0.329058 -0.00140967 0.266026 -0.00194467 -0.0292803 -0.3742 -0.510546 -0.0256893 0.0967302 0.110898 0.185695 0.431034 0.0728673 0.564839 0.734536 1.03159 0.316942 0.139833 0.125178 0.27786 -0.116877 0.0349467 -0.043653 -0.0359661 0.309744 0.568095 0.678419 0.813735
internal_count=361931 361 109 361570 702 360868 71225 606 535 70619 4285 4243 3303 1065 2238 834 635 377 258 238 2036 1215 821 652 199 66334 680 442 406 358
shrinkage=0.05


Tree=4900
num_leaves=31
num_cat=0
split_feature=785 519 713 934 921 783 657 486 774 791 746 809 289 1437 706 578 854 797 797 965 414 1243 1035 84 1108 1323 153 1452 1187 1470
split_gain=15.5157 15.0079 19.4258 23.8 21.9105 46.7049 22.0487 20.0758 19.523 18.9487 32.0246 29.3647 24.5515 22.0944 21.1564 19.232 18.9939 79.3702 20.2432 23.8668 25.4357 19.4872 21.3071 18.9597 18.8128 21.1818 21.8791 20.0349 19.1504 18.7509
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.72755686970153477 1.8692550303841236 1.5033568469461875 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 0.03945264047130545 1.1070026357714988 -0.87473648844905705 0.63961785378869596 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 0.1517318052922412 -0.34755022397939389 -0.010139945829889745 0.84929707023936563 -0.45955961557890618 0.58281573549993637 0.79547082264194502 2.9233416704799109 1.1841999613071987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 9 8 -7 -2 -6 16 11 12 -11 15 -14 -13 17 23 21 20 -20 -18 -23 -4 27 26 -26 -5 -27 -29
right_child=1 -3 4 24 5 6 -8 -9 -10 10 -12 13 14 -15 -16 -17 18 -19 19 -21 -22 22 -24 -25 25 28 -28 29 -30 -31
leaf_value=4.0575441447536393e-05 5.327955080496631e-05 4.1163713801169836e-05 -0.0002404654016459315 -7.875785274417618e-05 -3.9231412857669809e-05 0.00022739316721517126 -0.00016264414645585426 0.00030221473607878113 0.00015753870054044879 -0.0003016418826872737 0.00010511007284422718 -1.5326285572855831e-05 1.8271153032517239e-05 0.0002492186699363855 -0.00014518217785848911 0.00023369188818535896 -2.1997401157125201e-05 0.00027915180827280334 -1.1767358850731393e-05 -0.00018252320282845667 -0.00022816944287427283 -0.0001862245042299693 -4.7916594573387927e-05 -4.2264027030170881e-06 0.00035962432460288164 -6.2989870771945804e-05 -0.00021106588082006454 5.8652442251557343e-05 0.0011235241768855417 0.00075737557343477332
leaf_count=29559 24611 21518 3481 20368 25374 5997 741 1491 2714 5860 10309 26230 10268 1632 12918 1981 71738 3676 15858 16005 4096 12068 20153 3851 2171 2882 498 3651 51 181
internal_value=0 -0.0128841 -0.0176247 0.0209088 -0.0271171 0.0265813 0.187634 0.071574 -0.0183895 -0.0366927 -0.0022802 -0.0286472 -0.0995348 0.0176892 -0.0661549 0.000409408 -0.0519193 0.0384267 -0.0603053 -0.111733 -0.0558676 -0.043147 -0.09785 -0.112905 -0.0238421 0.102971 0.263812 -0.0504578 -0.033231 0.0951099
internal_count=361931 332372 310854 55904 254950 34826 6738 26102 28088 220124 69198 58889 29046 29843 23186 28211 150926 11008 139918 35959 19954 103959 32221 7332 29802 5602 2669 24200 2933 3832
shrinkage=0.000980392


Tree=4901
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 858 901 1353 1260 425 83 14 923 771 1384 554 492 828 8 981 1151 699 286 703 563 1246 420 907 707 218 844 634
split_gain=8.67813 19.3606 15.5894 14.1416 14.0452 15.7799 13.9642 15.7378 13.7418 16.2502 14.7165 15.1569 18.3386 17.8893 18.9744 16.2546 15.4863 15.2553 15.4074 16.2673 14.7416 13.9721 13.8219 13.4323 14.64 18.9862 17.7178 15.5412 17.4005 14.793
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.0825608069246189 -1.0110932026526658 1.3181187084022394 -0.91133497344422421 2.5071114709212377 1.5192794997990486 2.2221250404989159 -0.86449023226567734 0.75179090162714879 1.2950089508358629 0.85846462128542267 -1.0051481334113257 0.36760216265849249 1.6617527445187197 1.0770607863532784 0.54378645269797976 0.22850603903692018 -0.62839393481742467 -1.7810471448557583 1.6297565293278022 -0.43654775609769997 2.2460909221709149 1.570479748617879 -0.88744782123898636 -0.88289461115495038 -0.48963768775691457 0.90242531571252604
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 7 -4 10 22 -5 12 13 15 -15 16 17 20 -19 -20 21 -12 -10 24 29 26 -26 -28 -29 -8
right_child=-2 -3 3 8 5 -7 23 -9 9 -11 11 -13 -14 14 -16 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.020903482421100798 0.00040082859399073831 0.00026818821733376474 -0.01508993147425036 -0.022020533540180787 0.0027377915179850956 -0.049198395330677304 0.00030287145070821719 0.080883081576894805 0.020050826812977998 -0.08281848307644131 0.097262867793407745 0.014412700395523503 0.020220968563761717 0.031109556416219659 -0.031435029724995164 -0.021540911577556259 0.04219379730465591 0.0060371990626342719 0.013500082106075995 0.10218701696366524 -0.010426818223491566 0.0088419393175639526 0.10101899464695965 -0.0051360744848197573 -0.038688787894248192 0.091642485772376978 -0.042448183817440581 0.07353896015919828 0.012071319922084567 -0.008783278097626376
leaf_count=499 197825 89418 3128 419 2914 76 17323 37 420 23 24 1005 568 74 600 481 118 215 47 38 1403 537 21 40172 117 55 90 128 219 3937
internal_value=0 -0.015846 -0.0512298 -0.0629039 0.0868907 0.0306059 -0.077238 -0.277008 0.0477632 0.419542 0.0116061 0.0465518 -0.0259609 -0.0900145 -0.462703 -0.00711872 0.0738704 0.0232964 0.480338 1.18185 -0.0661508 0.265595 0.505936 -0.0683813 -0.0166237 0.406488 0.239301 0.484714 0.687842 -0.0281027
internal_count=361931 164106 74688 71199 3489 2990 65206 3165 5993 464 5529 5110 4105 3537 674 2863 2382 2264 300 85 1964 561 441 62041 21869 609 554 437 347 21260
shrinkage=0.05


Tree=4902
num_leaves=31
num_cat=0
split_feature=46 404 227 1457 564 561 684 1214 570 0 363 444 1385 768 69 1329 935 1387 373 1256 981 1445 11 363 702 631 87 1438 75 293
split_gain=8.65505 13.7506 17.0343 15.2179 17.9082 17.068 17.5487 16.5979 15.6021 21.7711 18.6423 18.3422 18.6427 16.567 15.5013 14.9282 16.0813 19.1558 15.2435 15.0488 14.8524 15.7018 15.1217 17.7796 17.3213 17.0354 16.3216 17.5116 15.0951 14.9926
threshold=1.0000000180025095e-35 0.76881834321921005 1.6420944083540536 -0.36915666239339046 -0.52719785840346167 0.18638346956423657 0.29847652496259658 3.3678229459793396 -0.49606074996504473 -1.0763741555230095 0.37762727860627526 1.0617732612454149 0.61333924335532719 0.89900716507019485 -1.4481248668520941 -1.0946736391605509 -0.67001986900751154 2.5427025594328216 0.86723111320004664 1.1956298036174144 -0.81931323720129123 -0.68639091397834817 1.3505704920868282 1.6141461376761257 0.52196609225396429 0.78751723343195656 -0.53172571903418231 1.0000000180025095e-35 0.20051613700197049 -1.3856283019599123
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 15 6 -6 -8 -3 11 -11 12 13 -10 -12 -5 -17 18 20 -19 -18 29 23 24 -23 -26 28 -28 -25 -22
right_child=1 2 -4 4 5 -7 7 -9 9 10 14 -13 -14 -15 -16 16 17 19 -20 -21 21 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.00033137826091423337 -0.00033788201704442844 0.00017706194362327734 -0.015408827972763585 0.04229771306176907 0.0035608962755354703 -0.013944510080708567 -0.021492625606482664 0.064762858007355456 0.021570527600099931 -0.0098222452277657111 0.049872131194749932 0.063521645919053793 -0.048380717315162892 -0.033982290225475831 -0.032149544520112643 -0.01276606217128827 -0.0063247219509617383 0.027794355453629495 -0.021920067564075555 0.11846932135460851 -0.055730445095772879 0.012585515381751717 -0.020863730285796231 0.16762998021094633 0.030149033973040869 0.10687842542302883 0.090522984621320801 -0.011692497858619387 0.034122899475397116 0.0045123278412053337
leaf_count=226821 108682 3629 2501 186 3779 2466 936 34 508 4164 45 74 128 157 1365 1119 1305 135 395 32 86 1549 181 36 198 53 65 97 31 1174
internal_value=0 -0.0182248 -0.0752452 -0.0544761 0.00476734 -0.0827161 0.00144542 -0.346227 -0.133933 -0.216122 -0.278801 0.185803 0.0407531 0.220536 -0.581583 0.115299 0.0903285 0.149134 0.11719 1.03603 0.159229 0.244905 0.393729 0.459977 0.372933 0.982975 1.24499 0.668761 2.33559 0.0188695
internal_count=361931 135110 26428 23927 13857 7215 4749 970 10070 6441 5574 867 793 665 1410 6642 6456 5337 5170 167 4775 3470 2210 2029 1800 251 229 162 67 1260
shrinkage=0.05


Tree=4903
num_leaves=31
num_cat=0
split_feature=685 1242 1191 1361 633 840 74 72 842 982 276 736 779 1323 846 1183 355 1457 701 1382 294 197 8 70 1040 71 484 464 775 1247
split_gain=8.57747 15.481 15.2999 20.1618 19.7506 16.8561 15.6367 15.6151 15.2487 19.9173 15.7378 16.1894 15.5479 21.1999 16.1593 17.0443 17.4305 15.4508 15.3926 15.6452 15.1501 14.9658 16.2032 15.21 16.8846 16.2033 14.7653 16.4668 14.7284 15.2688
threshold=0.58104764358843186 1.7163795763512886 -0.36176480954565854 1.4728442018545864 -0.27504643491982955 -1.1120714391808899 3.1527584768696149 0.50021696845031338 2.1527113698536602 0.97567283834044483 -0.81013197189982866 1.470578089058822 -0.0038848044619016588 2.8425200577949936 -0.24831704867792284 -1.423060479494066 0.51717865756522685 0.0614850081667929 0.85859543694282225 -1.2490100505285262 1.40622423848403 1.7525974049969186 2.5472169006941101 0.34572212609599856 3.4299001835843828 0.74890880690668815 -0.73801711293249328 1.0000000180025095e-35 1.4883566174679694 0.75216267086862543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 -4 7 -7 12 10 -10 -12 -2 14 18 -16 17 -17 21 -20 -11 22 23 24 -14 -25 -19 -28 29 -6
right_child=1 2 4 -5 28 6 -8 -9 9 20 11 -13 13 -15 15 16 -18 26 19 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.00014335094178803679 -0.0006816019790395596 -0.0068461880735508135 0.051009058674349267 0.042728169628208697 0.058079697652438082 -0.012556470617627852 0.082988311245889929 0.028808343420512375 -0.021366288332529043 0.040417831681869326 0.013362508318412382 -0.038340474721819687 -0.0047344134940847053 0.028520930482305386 0.018679669423533402 -0.012371520175688121 -0.021213076013631583 -0.021557240879731848 0.020648433096473674 -0.02233172223271563 -0.065904822209793587 -0.018348091148330848 0.045400162523296733 0.011329994811347738 0.056041736170699991 -0.017193948106006694 -0.0091225816758608563 0.015786556630170995 -0.056255959408182669 -0.0040222013776182791
leaf_count=306971 28628 1327 120 102 252 697 27 184 352 278 1008 129 5585 295 360 5009 2709 439 182 1198 24 908 96 2553 58 408 936 989 28 79
internal_value=0 -0.0321529 0.150427 -0.0345514 0.338854 0.140573 0.0143022 -0.0573038 -0.0427347 0.17356 0.0489065 0.180437 -0.052043 -0.107787 -0.118339 -0.199491 -0.221808 -0.154688 -0.0500745 -0.327594 0.684869 -0.0150647 0.0151663 0.0011578 -0.0778622 0.152067 0.0182512 0.115956 0.796924 0.913573
internal_count=361931 54960 2816 1429 1387 1028 908 881 52144 1791 1489 1137 50353 21725 21430 10442 10082 7373 10988 1380 302 9608 8700 8604 5643 2961 2364 1925 359 331
shrinkage=0.05


Tree=4904
num_leaves=31
num_cat=0
split_feature=785 728 885 1457 1377 988 1002 1061 1004 572 1454 921 1465 353 359 114 1112 410 1053 1470 982 710 429 484 900 499 1248 1469 75 1462
split_gain=17.7313 13.8638 13.1892 19.7984 18.7978 16.9742 20.4317 18.5027 28.3726 20.2937 22.0401 17.773 18.4549 17.6743 24.6773 17.6967 18.4704 17.5278 17.4636 17.2282 19.3613 17.7491 16.3051 22.2085 16.4843 16.1329 18.2414 16.0869 17.9602 20.6416
threshold=-0.86283290253235112 -0.49008176997875957 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.3820670939764912 -0.32459312438081372 -0.87357009987099121 0.59444477453878863 -0.80326163028523578 0.67485211051868899 -0.24051307952136838 0.14486519861544186 0.50756670298598427 0.32346298429964238 1.0000000180025095e-35 1.5620189235502193 1.644349105518915 2.6159382925808998 0.34450605210609392 -1.250993462477682 2.2276597626323835 -0.64405295088620862 1.6134396840371368 -0.36980086556920722 0.81509227193962785 0.90534735469378391 -1.2987941639197651 -0.81725052155406497 0.79865288842650972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 11 8 -8 10 -9 12 17 22 15 -15 -17 -7 -12 27 -21 -22 23 24 -13 26 -23 -11 -29 -30
right_child=2 -3 3 -5 5 6 7 9 -10 19 18 13 -14 14 -16 16 -18 -19 -20 20 21 25 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00010065922527431819 -2.4565547754019625e-05 5.8616378127508982e-05 -6.7963608273110903e-05 0.00044074243315482612 -0.00042129506852898573 7.5127229735500779e-05 -8.9109846479662057e-05 0.00015009088436100841 0.00028554263791303572 0.00033624450909621226 -0.00020627982858655849 0.00026530501525464344 -0.00017080053189211854 0.00053454822704732563 9.3066323824435413e-05 0.00021688886485255626 -0.0010768718370061841 -0.00042460564412158381 0.0013284561639429785 -0.00096168136148745524 -0.00010624311831943854 0.00046589463375413111 9.1071199053952706e-05 -0.00096941247572079393 -0.00017717448415469886 0.0015062865177067125 -0.0013748992633778852 -0.00016918631639063761 3.9568539693111176e-05 -0.0001347856457049932
leaf_count=3396 234941 26163 17071 426 572 6363 1584 5375 2153 551 1255 633 2822 1267 3266 621 51 582 34 145 13267 156 12878 204 1649 45 32 3402 17250 3777
internal_value=0 0.0434745 -0.0144608 0.00709673 0.00474512 0.0181539 0.0205187 -0.00714858 0.137864 -0.0199326 0.0916093 0.0668419 -0.015693 0.102966 0.208031 0.396921 0.121112 0.0484568 -0.167244 -0.0397685 -0.105134 -0.0968125 0.0623949 -0.116335 -0.057955 0.486855 0.185987 -0.00592269 -0.0149095 0.00786558
internal_count=361931 29559 332372 97431 97005 79934 79362 49026 3737 45289 6664 30336 9767 20569 5205 1939 672 6945 1289 38625 13645 13500 15364 2486 2282 233 188 24980 24429 21027
shrinkage=0.000980392


Tree=4905
num_leaves=31
num_cat=0
split_feature=785 21 703 577 1452 1470 21 409 841 1252 1052 649 1469 489 1183 1199 1253 126 312 520 453 1468 216 1450 1451 851 54 769 1002 829
split_gain=8.59735 10.3638 14.8845 16.3422 18.2413 19.3537 19.0998 18.7276 20.8982 19.0538 17.644 18.3106 15.8181 16.8987 16.2726 15.7486 15.7238 14.6658 18.3943 21.2177 19.0547 18.1368 19.0191 17.856 21.0023 22.1919 18.5188 18.656 18.0883 21.8067
threshold=-0.86283290253235112 -0.70163543588998201 -0.142542076094995 -0.9250398530534788 0.90005214643023135 0.90035976664767026 -1.2689586617576902 2.6516684467515113 1.6953141016574664 0.45004667956107919 0.3954607116561149 -0.68914168503103135 0.015192406883603843 -1.0833849738134615 1.3449866876761436 0.59873601457820635 1.949123076723134 1.0000000180025095e-35 2.2039299641339203 1.5103007336851382 -0.71984360562929195 2.8970362673674974 -1.1254975964228768 -0.35262914890079794 1.3287662675440461 -0.84871412517626565 1.0000000180025095e-35 1.0000000180025095e-35 -0.32459312438081372 1.797390894048678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 7 16 -7 -5 9 10 12 -12 13 -9 -14 -2 -6 -3 21 -20 -21 23 -23 28 26 -26 27 -25 29 -19
right_child=1 17 -4 4 5 6 -8 8 -10 -11 11 -13 14 -15 -16 -17 -18 18 19 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0017604153356644539 -0.0029873118727483088 -0.0015160023211058379 0.0023471632718588234 -0.0019954648737425273 0.0064762078167472596 -0.038544203998079507 0.04806344147452915 -0.017721033325937188 -0.051699748507150971 -0.0036040091473302366 0.044559910453428081 -0.015229213137765469 0.052681362719289006 0.029314449155375844 -0.027956775436607635 -0.016545769632446403 -0.030123326244272355 0.0020640289700283383 0.0020757103545992546 -0.0019065093323035473 0.022941379683541759 0.026691791370827861 -0.014091058679265633 -0.0012873787917101628 0.018315362380381842 -0.0074739196548172697 0.0058639404031098881 0.0045436869076487581 -0.0034444100989450954 -0.017081759227877059
leaf_count=29559 7304 136199 47488 25775 4434 50 244 184 126 877 116 426 407 352 57 2969 199 18960 4505 442 1101 154 1947 19545 410 4583 13536 12185 26780 1017
internal_value=0 -0.00535094 0.0179365 -0.017874 0.00619272 0.140656 0.722453 -0.0197708 0.192573 0.237485 0.405672 -0.0160409 0.58211 0.294895 0.911534 -0.123765 0.101317 -0.0131213 0.00673524 0.118107 0.318806 -0.001551 -0.216092 0.00300587 0.0325833 -0.103112 0.0486864 0.0172634 -0.0302271 0.0244668
internal_count=361931 332372 91008 43520 33247 4927 294 28320 2545 2419 1542 542 1000 536 464 10273 4633 241364 105165 6048 1543 99117 2101 97016 50259 4993 45266 31730 46757 19977
shrinkage=0.05


Tree=4906
num_leaves=31
num_cat=0
split_feature=890 407 1166 553 733 21 1469 1454 219 184 355 831 1470 1468 1464 1464 1454 1245 1457 1464 464 677 1468 1470 1470 1455 555 952 980 56
split_gain=15.701 19.6524 18.1736 18.3802 17.9917 20.0559 24.3114 23.3353 22.6833 22.5702 21.3228 20.8521 23.4467 19.9759 20.2268 32.4894 29.1965 18.4455 21.8859 18.1932 17.6986 19.5801 18.9498 27.5166 17.6297 19.6825 18.6457 18.362 18.6433 17.0389
threshold=-1.0182342416987082 -1.2965003005540392 -1.2508507625752519 -0.93447824412036928 2.3938204998800492 -0.32341995197817647 -1.1847055095685743 -0.91909735138557946 -0.20222196125801864 1.384368771371848 -0.79949907571007806 0.7352422090975943 -1.1298860701531226 0.22012251894583709 -0.31497481326640125 -0.39598274184098597 -0.82542789839051101 -0.94636549509793599 0.29634820256474559 -0.29199363580579096 1.0000000180025095e-35 0.66908448271462528 0.26848612161457347 -0.27836548617453777 0.76238189424373282 0.27333549807150032 0.73684568852423526 1.0000000180025095e-35 -0.013251855505871397 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 8 -8 13 -10 29 -13 -9 15 20 -16 18 -11 -18 21 -15 23 -22 -21 26 27 28 -26 -7
right_child=1 2 4 -5 -6 11 7 9 10 17 -12 12 -14 14 16 -17 19 -19 -20 24 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.8623086125259586e-05 -5.7691091296357552e-05 0.00014084916529371835 0.00015239952119261666 -0.00010067070729748642 -0.00012234243391138027 -4.7374811880097423e-05 -2.3737198862835487e-05 4.5427844662265137e-06 -0.00012028537070729738 -7.8063583153291702e-05 0.00054530576607744415 -0.00013219997792154081 6.9168283051318291e-05 -0.00023895143758955869 0.00070655573001351111 -0.00060327094015601894 0.00084764315166421648 -0.00020757269276262854 0.00069669595262480087 0.00016411109321646668 -0.0011047549432481388 0.00023849727557352844 0.00012358714886361515 0.0013206521828112952 0.0003535232288138341 -0.0014336702277962133 -0.00086856714232706929 0.00059155429150288639 -0.0007486613183084798 7.908088808893883e-06
leaf_count=96477 36838 2120 7823 16397 7172 52309 1018 33672 310 759 1142 2886 26520 1832 430 442 150 4105 292 5794 35 529 2384 100 135 67 122 194 153 59724
internal_value=0 -0.0013301 0.00554364 -0.0723568 0.0107976 0.0139876 0.0479374 0.0293778 0.244913 0.0189579 0.420818 -0.000548121 0.0503655 0.0334576 0.109837 0.000272069 0.184097 -0.138096 0.160963 0.147375 0.0528236 -0.104278 0.174577 0.923821 0.129084 -0.211214 -0.0962446 0.0921653 -0.26283 -0.0149401
internal_count=361931 265454 228616 18517 210099 202927 61488 53665 2470 51195 1452 141439 29406 46039 12367 5322 7045 5156 1051 6615 4880 2361 2519 135 6465 671 604 482 288 112033
shrinkage=0.000980392


Tree=4907
num_leaves=31
num_cat=0
split_feature=50 56 651 1470 1314 1470 546 1027 1450 499 1459 1104 307 705 276 1313 1053 898 1239 900 1467 351 593 634 54 807 668 630 1382 974
split_gain=8.65631 17.0426 13.8062 13.0619 13.9528 15.2128 16.0573 15.0034 14.7739 14.5595 16.6464 20.058 18.4408 14.4472 15.3694 14.7369 13.8583 19.9722 18.9291 21.8828 21.4527 32.4612 17.8178 14.7035 13.6309 22.4871 17.9646 16.8038 21.0493 20.7712
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 -1.319112866592808 -0.82548413891789607 2.1658139678380679 1.744313117614791 2.6446932872346749 4.1029843513846318 0.22933564276111465 -0.38653063689664247 -0.092499976811298637 -0.55175853936748376 -0.6603156229862065 -0.62119905933739294 -0.21373497751012638 -0.041271259108176667 0.39950734619314093 -1.3838954341362866 -0.086120506658492302 -0.40676195933537723 0.79651329823698769 1.0303040352423189 -1.7112216444028192 -0.42445565733332025 1.0000000180025095e-35 6.162002192503798 0.81056246358563611 2.7718533126602853 0.93157729380806387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 24 7 9 16 10 11 12 -7 -8 -15 -16 -5 -18 19 20 21 22 -19 -22 25 27 -26 29 -29 -6
right_child=-2 -3 -4 4 5 6 13 -9 -10 -11 -12 -13 -14 14 15 -17 17 18 -20 -21 23 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0029018331761031294 0.00039623007071612389 0.00015305608121493413 0.0027035429246844334 -0.013529338300085961 -0.015801984867748618 0.089384621289086932 -0.02850132913542356 0.062787742876370331 0.046450541182219855 -0.042653041003863669 -0.03331874932205945 -0.021752589462858352 -0.00024246281376071239 -0.054730033680992288 0.25214830452565584 0.071459213974236227 -0.0084189504783633504 0.0778527200480644 0.0043250995633303821 -0.012785541948414959 0.22674086704990848 0.38570861816136215 0.4026250180841105 0.023292362396934049 -0.0012062839856841045 0.0033669478727653326 0.068701524468603531 0.00031531734871918885 0.12134121162518736 0.0036028231384231642
leaf_count=4116 197382 90457 6387 8603 7636 69 90 40 69 642 449 221 120 38 21 51 2937 117 786 132 22 34 20 200 32948 4445 34 2635 21 1209
internal_value=0 -0.0159626 -0.0511773 -0.0658786 -0.0793421 -0.0606193 -0.350027 -0.431194 -0.184869 -0.485293 -0.236765 0.170863 0.849549 0.772133 1.67734 2.45808 -0.197333 -0.0175648 0.417091 1.14666 1.78426 3.16749 2.10636 0.862423 -0.0518552 -0.127778 -0.0210151 -0.196312 0.043677 -0.252574
internal_count=361931 164549 74092 67705 63589 50669 1741 1541 12920 1501 859 410 189 200 110 72 12851 4248 1311 525 393 171 137 222 48928 15946 32982 11501 2656 8845
shrinkage=0.05


Tree=4908
num_leaves=31
num_cat=0
split_feature=1097 1457 407 408 728 21 689 74 869 1463 1467 260 871 212 359 150 1450 146 285 51 967 705 491 1185 869 843 1314 1041 632 984
split_gain=17.3099 19.928 19.6355 18.6091 26.7809 22.7793 22.0762 20.2026 21.2313 17.6423 18.0172 17.5625 21.361 18.6875 18.2791 19.5428 18.632 18.0744 17.6173 17.2373 17.2526 16.9052 16.7117 16.6564 16.5932 16.5764 16.4639 19.2465 16.782 19.6889
threshold=-0.64966988391888181 1.2916200332612386 -1.2965003005540392 -0.34083657021421804 -0.90320472132347296 1.189441983669046 -1.1110989058077336 0.43503737344536014 1.041070318382423 1.418130563044764 4.5114904631235966 1.0000000180025095e-35 1.0000000180025095e-35 0.070707987291349805 0.18240918603900105 -0.51242269527142537 0.68774535640845547 -1.1851582330294723 -0.71111444083844455 1.8613588887694643 -0.7962285636772185 1.4125972960924511 2.1343371680811183 1.1017086333092199 1.0000000180025095e-35 2.539957888746601 -0.57414106372361651 -1.0509888066479511 0.080704264875221102 1.8242125355371017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 7 6 25 8 -1 10 -8 12 13 -5 15 -13 -16 -17 -18 21 -21 -4 -23 -9 -15 -6 27 -19 -28 -30
right_child=2 -3 19 11 5 -7 9 23 -10 -11 -12 14 -14 24 16 17 18 26 -20 20 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=4.1613080390961652e-05 -6.0457406435166556e-05 5.3908856522442022e-05 5.2758808191351955e-06 -6.7098073402567065e-05 6.2934465940823096e-06 0.0001241830559030346 -0.00018571576855935505 -0.00021388773698392539 0.00045768908448349334 5.2561277973228081e-05 0.00081966316289616085 8.772364755078128e-06 -0.00019852776362809123 0.00016094691574745494 -7.5627977675537951e-07 -0.00044206118887239743 0.00016608895708426883 0.00044352114538664662 -0.00047999986307775911 0.00019585959178081583 -0.0001759079173731637 7.4170377408542613e-05 0.00046854642187589757 0.00090948069645278677 -6.9525203454893662e-05 0.0017722881998713056 0.00016381944935927228 -0.00014949835230754219 0.00055621525874894012 -0.00047993019637263993
leaf_count=6256 31349 12217 193006 20319 5327 1953 30008 2167 763 2160 70 7602 7904 4661 8372 435 288 645 970 830 5072 10513 447 71 3582 26 1938 1370 1481 129
internal_value=0 -0.0365056 0.000206553 -0.0487051 -0.0872263 -0.12104 -0.138137 0.0262036 0.0879804 -0.166136 -0.184943 -0.0180396 -0.0546457 -0.0271506 0.0366593 0.100971 -0.0441674 0.209415 -0.319712 0.00714127 -0.124588 0.0103211 0.0954937 -0.177745 0.0750011 0.0185662 0.239864 0.0256778 0.329314 0.49998
internal_count=361931 120714 241217 108497 48801 39544 37591 9257 7019 32238 30078 59696 36466 28562 23230 13600 9630 5998 1258 209868 5902 203966 10960 2238 8243 5353 5563 2015 3548 1610
shrinkage=0.000980392


Tree=4909
num_leaves=31
num_cat=0
split_feature=728 784 657 15 497 840 7 836 829 414 81 775 563 419 1383 784 746 878 289 1319 216 759 1327 1077 981 81 10 141 745 1189
split_gain=8.74284 12.5063 17.7379 16.5516 19.4284 17.275 17.2109 17.1269 17.05 16.6876 16.2351 19.9184 19.786 16.6298 15.8461 15.5194 20.067 27.1275 23.2277 19.1069 17.4123 22.7252 21.2798 17.3411 17.3114 20.4284 17.3973 17.3532 17.0513 16.9472
threshold=1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 0.59563268963894422 -1.0374643804889057 1.593014926627095 0.87502240502720785 0.93576817457840689 0.70455614105493325 -0.86046396080847842 -0.044217376470348353 0.13281703179381904 2.0405992520496379 0.4241618322688348 -1.5393878477665714 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.78754389870562591 1.6002388107776901 0.18777472126936087 3.282677285995514 0.99786872606828503 4.2406324835638474 1.3371619616537804 0.95427215545838828 1.4300579965213711 -0.38748581590077791 1.0000000180025095e-35 1.0215862196778855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 5 -5 6 8 10 9 -3 13 12 -12 14 -8 16 17 18 19 -1 22 -22 -20 24 26 -26 28 -28 -17 -30
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11 11 -13 -14 -15 -16 23 -18 -19 20 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.013301862596023759 -0.0010934998193321112 0.00015580818347547476 -0.0081088915732634038 -0.020760465744101911 -0.00018118245652658935 -0.0057770212859697854 -0.042597396771638145 -0.013531572357685826 -0.0010258450305219379 0.0089117583068724464 0.015506518830418238 -0.0083863335717659741 0.09185978601073462 -0.017221693713961424 0.0037014984307599599 -0.0010408470793486651 0.0018257807138197342 0.0010575464508602893 0.0020992120893630743 0.025858355169476252 -0.0079252286662455495 0.083252194216647785 -0.010476836667083055 -0.049678693159948883 0.00030640373268680013 0.013196872190695822 -0.0048852470685321215 0.0093775513541277319 -0.006378873374095529 0.0026397884003037391
leaf_count=8348 109090 3442 1947 830 8923 2187 150 1134 3961 14444 1193 539 39 892 2465 32169 71729 33849 14196 218 9183 46 2869 107 6839 1825 1888 3053 21098 3278
internal_value=0 0.00511651 0.0398996 0.0502633 -0.0289175 0.0762094 0.0910561 -0.0157799 0.11966 0.147038 0.0407204 0.213887 0.363903 -0.0555771 0.0364395 -0.0025519 0.012015 -0.020503 -0.0806774 -0.234424 -0.0465524 -0.147681 0.000971191 -0.0302836 -0.0289229 0.0617188 -0.0433788 0.0872719 -0.055065 -0.102668
internal_count=361931 252841 42146 40199 9753 30446 28259 6412 21847 17886 5278 1771 1232 3507 2615 210695 140438 68709 34860 8566 26294 9229 17065 70257 70150 8664 61486 4941 56545 24376
shrinkage=0.05


Tree=4910
num_leaves=31
num_cat=0
split_feature=785 728 652 588 719 8 728 785 660 731 421 213 696 499 704 1152 513 927 444 1117 415 1188 582 996 74 1179 276 1217 491 5
split_gain=17.4895 14.1289 12.9715 17.2339 28.0073 16.9749 16.2307 20.6559 23.5633 22.4864 21.4555 22.6419 19.5929 17.896 18.916 16.7133 18.9315 33.6129 23.2169 23.3266 17.8466 17.7774 19.1846 17.5306 16.8814 17.092 22.0882 17.1892 27.3863 17.7924
threshold=-0.86283290253235112 -0.49008176997875957 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 0.31619446797768463 -0.49008176997875957 0.58460966528228819 0.26872683687560334 1.7256957373890334 1.0160659283641305 1.1638255135363977 -0.68294515127066913 -0.82932542098353745 -0.79545638581664257 1.0000000180025095e-35 1.0454229551509682 1.0483613175537825 1.0617732612454149 -1.6505790610122235 0.12884442333466373 -0.71660212068195284 2.1384355827858248 2.098609771580497 0.058799105813725418 -0.70484182043151467 1.5015177818052667 1.0000000180025095e-35 -0.84854826591192267 -0.67939152821127424
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 5 -5 7 8 12 -10 11 -11 -4 -9 -15 16 -8 18 20 -20 21 -18 -23 -21 25 26 -17 28 -27 -29
right_child=2 -3 3 4 -6 -7 15 13 9 10 -12 -13 -14 14 -16 24 17 -19 19 23 -22 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.00010157201967393393 7.0986732902340121e-06 5.9319293147285362e-05 0.00019958741615131855 0.00021311550348786687 -7.1385620752423702e-05 4.1119840172231565e-06 -3.9570066124986667e-05 7.4307288988272079e-05 -8.6861805455363682e-05 0.00022692679305001622 -6.1060571779530652e-05 -8.4539685311661123e-05 -5.4089120732282926e-05 -0.00031333164337919164 -5.6466846395695675e-05 -0.00029778443655521363 -0.00022136591454752374 -0.00019527963311543055 -0.0011621671132608388 0.00036222826835561039 0.00016994414723316985 -2.4887554915217801e-06 0.00040658214773250776 -0.00032557921455143407 -2.3537453344817512e-05 0.00012958265115949402 0.00025238711547104459 -0.00019264762914317446 -0.00022206719755222406 4.2850554915164253e-05
leaf_count=3396 105863 26163 1596 4479 5890 2671 112298 2957 2364 8676 2521 1378 13368 2987 4317 6068 1727 2292 66 1978 3649 5545 510 173 17395 2158 574 3029 8694 7149
internal_value=0 0.0440217 -0.0135589 -0.0243724 0.0534333 0.137207 -0.0302098 0.011616 0.0405993 0.104562 0.145354 0.189209 -0.0245258 -0.0853905 -0.151085 -0.0412038 -0.0274683 0.0416407 0.0834216 0.280821 0.0421061 -0.0156618 0.0360968 0.313111 -0.0847381 -0.126205 -0.252464 -0.0922218 -0.167353 -0.0193297
internal_count=361931 29559 332372 226509 13040 7150 213469 40164 29903 14939 12575 10054 14964 10261 7304 173305 128238 15940 13648 2217 11431 7782 6055 2151 45067 27672 6642 21030 10852 10178
shrinkage=0.000980392


Tree=4911
num_leaves=31
num_cat=0
split_feature=1440 8 905 1115 1180 971 914 84 484 1109 557 1469 1295 779 1388 1118 419 225 837 349 211 759 906 1179 80 1395 1373 1177 214 845
split_gain=8.71254 11.8625 11.0731 13.3615 13.8588 12.5187 15.6542 14.7208 13.4618 13.4248 19.0231 15.6545 13.7105 13.4694 12.5953 12.4675 14.3442 23.5488 23.1541 16.7117 15.3885 18.4417 15.498 14.9513 14.8921 14.7491 16.5285 18.1848 14.2793 14.1756
threshold=1.0000000180025095e-35 -1.8323582639184837 1.5116283783767452 2.1609819177978493 -0.77591515642846076 -0.57413943873368101 2.4975337861131606 -1.3420117026326264 0.91192173960786371 -1.2598134146648829 2.8558629426730668 -0.49623949193207878 3.9760765201882076 0.58600670508615871 2.755493261276579 0.28615356782995521 -0.69288651662143308 -0.40400479144563178 -0.51047922729311568 -0.93964148633830857 -0.14011405238793387 1.6752288228516297 1.0470982517186849 -1.673977138104356 0.49647696193040686 -1.8051517084693585 0.55446281419859778 0.24703727785654517 0.91333228280899437 -0.50130639798242316
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 9 14 -8 -9 10 11 13 -11 -3 15 16 24 19 -19 -18 -21 22 -22 -20 -7 29 28 -28 -27 -25
right_child=1 2 3 4 -6 6 7 8 -10 12 -12 -13 -14 -15 -16 -17 17 18 23 20 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.00011627621685807021 -0.018440010311037213 0.021373400773358663 0.0036989424033699054 -0.033243909983060344 0.06637368891279613 -0.0056697758819988517 -0.046577086740289209 0.032811751987475567 -0.049310089975309515 -0.0073698236247618371 0.080057998190387947 -0.011770647227115134 0.074702711644621042 -0.029174114516457877 0.026631085296564536 0.0022233319045397507 -0.012379021571163986 0.0033527701529339825 0.10611544305061199 0.0032501627301265491 0.010356729559845672 0.075284761961395052 0.052038166539103065 -0.064221314088586251 -0.024459859992148881 -0.013651302666731127 -0.011038474556008364 0.011282707722504746 -0.035982033865596605 0.0405934531264543
leaf_count=313467 1023 703 3256 33 89 3311 71 437 64 12708 52 947 30 154 194 9597 728 2971 21 2713 1118 81 192 41 1184 3017 1769 856 936 168
internal_value=0 -0.0351211 -0.0300339 0.10369 0.895267 -0.0420638 -0.0131939 0.412764 0.542148 -0.110728 0.116797 0.0605224 -0.142292 0.301608 -0.0214601 -0.0266723 -0.0672351 -0.0315485 -0.106465 0.110594 0.171725 0.392888 0.314794 -0.198608 -0.213311 -0.205419 -0.226918 -0.0838079 -0.353 0.522012
internal_count=361931 48464 47441 3378 122 44063 29469 572 501 14594 1856 1804 12738 857 28897 28703 19106 14611 9779 4832 4104 1391 1310 6808 4495 6787 6578 2625 3953 209
shrinkage=0.05


Tree=4912
num_leaves=31
num_cat=0
split_feature=728 744 1431 679 609 1110 144 2 274 43 914 840 290 568 755 428 665 3 1467 777 417 1396 1382 772 485 835 419 1246 1051 690
split_gain=13.3893 14.3032 14.1079 13.7484 16.3335 13.6394 15.1518 15.1424 14.6299 13.6083 13.1916 14.4452 16.3025 16.5131 16.1508 13.6698 13.6313 15.0176 13.022 15.5772 16.7577 15.938 19.0877 15.5442 15.2103 15.3992 20.2427 16.847 15.6688 18.6124
threshold=1.0000000180025095e-35 1.3025484894158337 1.0099929608726099 1.3590407435377796 -0.93177752141597858 0.90045943313328747 1.2876145863397357 -0.87647690543052281 0.8117025478510449 2.2744972866152193 0.82373147282785919 0.64838159253541749 0.24174783102567676 -0.85605194431366038 1.8349057301109672 3.0797222439295395 1.0000000180025095e-35 0.49579567650303674 0.18686142146770854 0.15409568563506135 -0.99558578948021403 2.0621603660828982 0.70647109499967964 -0.39818814660984242 0.13080370892856644 0.54701589374055526 0.41223604918459705 -0.51248484171745345 0.7905549496490103 -0.075756923643267735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 -1 4 -3 6 -5 -7 -8 18 15 12 -12 -14 16 -11 17 -15 -2 21 -21 23 -23 -20 25 27 28 -25 29 -27
right_child=1 3 -4 5 -6 7 8 -9 -10 10 11 -13 13 14 -16 -17 -18 -19 19 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=6.9948755541326189e-06 -1.8396623398052941e-05 -0.00017318757753414249 -4.4277730230815584e-05 0.0001950050915137265 5.5994903464049206e-05 0.0014388445996720524 0.0010953177627814061 -0.00035085272325191579 -0.00032195401946537517 -0.00034430549641113853 -7.1170593070611648e-05 -0.00094721001737626393 -0.00063510924557743807 0.002732233009738285 0.0044930307205617416 0.0013168113829654959 0.00020437124088546233 6.4775850095216933e-06 2.9046525811517678e-05 0.00011795864982886049 -0.00024338075932121148 0.00038545878573810716 -0.0010092747221917278 -0.00043879279911904201 -2.1501693610083983e-05 -4.4813054031236455e-05 -0.0004562740920429824 -0.00014844484208256849 -0.00040088384638900754 0.00061170776075082157
leaf_count=215094 65887 2294 37747 1826 6389 26 158 344 42 3288 497 116 54 47 21 29 76 25 7322 1392 6153 761 77 1962 5261 560 495 3179 269 540
internal_value=0 -0.0326848 0.000592458 0.0441448 0.00161093 0.197415 0.268319 -0.222491 0.82526 -0.0441318 -0.231616 0.146823 0.322172 0.968003 1.3893 -0.324116 1.12646 1.9617 -0.0390039 -0.0857024 -0.194831 -0.0514376 0.2853 -0.0663667 -0.119707 -0.199424 0.0055183 -0.269322 0.162749 0.296481
internal_count=361931 109090 252841 11079 8683 2396 2026 370 200 98011 4153 836 720 223 169 3317 148 72 93858 27971 7545 20426 838 19588 12266 7005 1864 5141 1369 1100
shrinkage=0.000980392


Tree=4913
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 988 1002 921 1465 353 359 114 1112 410 1061 1004 572 1454 1053 1470 982 710 1469 75 1462 971 752 1109 118 429 484
split_gain=16.1854 14.3089 20.5107 19.2675 17.3626 20.4307 18.825 18.3881 17.5596 24.9003 17.7229 18.4761 17.3294 17.0163 26.5798 20.1582 21.9788 17.5447 16.8715 19.399 17.2889 16.4328 18.0388 20.9159 22.2423 17.6988 16.6469 16.581 16.4309 22.4029
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.3820670939764912 -0.32459312438081372 -0.24051307952136838 0.14486519861544186 0.50756670298598427 0.32346298429964238 1.0000000180025095e-35 1.5620189235502193 1.644349105518915 -0.87357009987099121 0.59444477453878863 -0.80326163028523578 0.67485211051868899 2.6159382925808998 0.34450605210609392 -1.250993462477682 2.2276597626323835 -1.2987941639197651 -0.81725052155406497 0.79865288842650972 -0.17830638376863805 0.16746147319753801 -0.46762052894178491 3.6259478178927522 -0.64405295088620862 1.6134396840371368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 12 28 10 -10 -12 -6 14 -7 16 -15 -18 21 -20 -21 25 -23 27 -25 -17 -26 -24 29 -8
right_child=1 2 -4 4 5 13 8 -9 9 -11 11 -13 -14 15 -16 18 17 -19 19 20 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=3.9086570713886121e-05 -2.6009692398852444e-05 -6.9008440390332329e-05 0.00044810316690869101 -0.00042623942419539037 7.2448598603734325e-05 -8.7811924755629145e-05 -5.6050724252508051e-05 -0.00017284695570207403 0.00053607697019612919 9.3263426326392352e-05 0.00021811288670270466 -0.0010763510077281887 -0.00042439998844520074 0.00015012403252173209 0.00027474184641279587 0.00079317723732186957 -0.00020586802554563795 0.0013319469267197913 -0.00096192231889356253 -0.00010483675772078382 0.00047090759109527511 -0.00016932950551073556 3.7536929240217855e-05 -0.00037586553950216627 -0.00042378046193794234 4.8739299923047026e-05 4.9145728515532586e-05 0.0018762653523907941 9.2352864385737723e-05 -0.0009725420875921517
leaf_count=29559 234941 17071 426 572 6363 1584 2282 2822 1267 3266 621 51 582 5375 2153 206 1255 34 145 13267 233 3402 17220 1210 420 345 2147 30 12878 204
internal_value=0 -0.0155004 0.00694982 0.00455622 0.0181326 0.0205238 0.0668354 -0.0180637 0.104016 0.208723 0.39844 0.122375 0.0459142 -0.00713827 0.131887 -0.0193971 0.0917482 -0.166721 -0.039164 -0.103849 -0.0955264 -0.0056815 -0.0147613 0.00806051 -0.138209 0.346904 -0.0246631 0.040765 0.0635805 -0.115771
internal_count=361931 332372 97431 97005 79934 79362 30336 9767 20569 5205 1939 672 6945 49026 3737 45289 6664 1289 38625 13645 13500 24980 24429 21027 3777 551 2567 17250 15364 2486
shrinkage=0.000980392


Tree=4914
num_leaves=31
num_cat=0
split_feature=1426 1223 213 54 76 1044 1254 970 1158 84 898 15 491 1318 494 10 291 833 973 431 78 346 367 708 227 977 12 207 1182 173
split_gain=8.74193 13.9278 18.2216 17.472 16.4933 15.6756 15.4311 14.4711 15.9135 15.0087 15.4049 18.24 23.6035 17.1349 16.862 16.7864 18.6682 16.8387 16.2326 15.2418 15.17 15.0413 17.9645 14.5284 15.2234 16.6503 14.8182 14.5275 18.266 14.5208
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.0583794268571916 -0.42445565733332025 3.1669479266700802 1.7525967216726945 -0.66639122907997572 -0.75063739400948337 3.0130393175848966 -1.4609288237757279 2.3344735647679373 0.04750662741242051 -0.18953869328555326 -1.4451881269291202 1.6568978478064411 -0.86926695889950156 2.1289453052913259 -0.4571565880449095 0.040099562788265104 -0.8364444074209868 2.2832755735943571 -0.072400856171869435 -0.70469139264431979 -0.6425256777115802 0.12068909380967684 -0.20744132261634285 -0.62384906296601039 -0.74711066776414314 -1.20698312895681 -0.58741933612950326
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -5 8 9 20 11 12 -11 -14 19 17 18 27 -17 -15 -3 22 -19 26 25 -25 -16 -13 -29 -24
right_child=1 7 4 6 -6 -7 -8 -9 -10 10 -12 15 13 14 23 16 -18 21 -20 -21 -22 -23 29 24 -26 -27 -28 28 -30 -31
leaf_value=0.00032100081721613677 -0.01731221101033148 -0.014833272829723763 -0.0012700126744787455 -0.015512486302961169 0.033849767393558099 -0.010028863145206495 0.0046028214764737294 -0.00083744372253094002 -0.060853066598477813 0.015098300787629146 -0.018231197110589605 -0.011010965558813521 -0.036131474443847671 0.013563144548837641 -0.068263015950904379 -0.0017164117421998367 0.041738910436817295 -0.038372823561799198 -0.022968895088295086 -0.0024929255180113153 0.0097434037598044809 -0.024507714744200174 -0.015837787205373138 -0.043690177930754498 0.088217427397383932 0.046951550251045075 0.029439141651638964 -0.0044002659960151388 0.03893122307683803 0.030235977947914223
leaf_count=226490 4019 1379 51370 1677 196 4898 2194 53984 47 4005 473 190 170 1028 46 4158 101 94 565 2735 527 274 127 35 62 94 51 159 500 283
internal_value=0 -0.0184635 -0.0487922 -0.192612 -0.034491 -0.0373678 -0.0506799 0.00304387 0.0615676 0.0655095 0.0878297 0.0997769 0.171977 0.0546842 0.081772 0.0087886 -0.0598725 0.207808 -0.082719 0.0408286 -0.148123 -0.0292842 0.183245 0.605481 0.92257 0.480253 -0.198038 0.433204 0.57084 0.363039
internal_count=361931 135441 64354 7890 56464 56268 3871 71087 17103 17056 15150 14677 8226 4221 4051 6451 4824 1627 4723 3763 1906 778 504 288 191 129 97 849 659 410
shrinkage=0.05


Tree=4915
num_leaves=31
num_cat=0
split_feature=699 626 848 600 552 561 975 267 403 62 144 765 418 82 12 80 1110 0 1040 212 1400 1331 149 76 1325 809 153 1036 294 148
split_gain=8.61968 14.9472 19.11 19.4367 18.0538 16.9283 17.1155 16.7064 16.804 16.7109 23.5088 18.3446 16.5816 16.4173 18.3705 16.1711 16.8902 16.7568 18.4262 17.3045 16.9283 17.2607 16.0014 23.2611 18.5145 17.55 19.1968 27.756 17.4021 17.0847
threshold=1.0515789206008181 -0.32621035539257243 -0.0023128048514438936 3.5873979600380177 0.63339894511793615 0.31596849172080727 -1.0696130367597825 3.5783526428018804 2.3437379334978323 1.1295246676492809 -0.22872074019578523 2.7805869622026593 1.7724915768289919 1.2546008060992853 -0.32823889204444806 -0.49044610236508063 -0.57528757202036418 0.71787723156896865 0.082416405903175421 0.90861665611734665 -0.42561689315000234 -0.12412001972023705 -1.5589793267001721 -1.4439542229819395 -0.21772604715779195 3.6226755291136299 0.24511226793854127 -0.036730068100900203 -0.65058326528549959 0.18635394466563901
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7 9 -9 22 -11 -12 -8 15 -15 16 -6 -17 19 20 21 -19 23 -3 28 -26 -27 -28 -24 -30
right_child=-2 7 3 -5 13 6 12 8 -10 10 11 -13 -14 14 -16 17 -18 18 -20 -21 -22 -23 24 -25 25 26 27 -29 29 -31
leaf_value=0.0011533422828354197 -0.0016174367105505874 0.017732531593278547 -0.0042417534544613106 -0.034588580890046149 0.010513204955086038 0.0052203105261223945 -0.0030830096002364485 -0.014452957339968485 0.093827594680539236 0.0013855293587940959 -0.0084588834456902004 0.040951420379564146 -0.01888210421267408 0.0017833846974224564 -0.034864639284333837 0.0043302101636242809 -0.011586908339145986 0.053477856903532218 0.042840450465000512 -0.042836752379245641 -0.0028304555404546025 -0.017615350251866474 0.0042402738849808327 -0.0072419687567210501 0.0026936659355560003 -0.030818752346298613 -0.01205765411241101 0.063308769541504412 -0.0022063884939212291 0.0021468280804596285
leaf_count=58888 50658 594 34229 435 907 3727 21949 1848 27 8219 7416 102 1399 486 381 3768 1837 175 339 87 314 80 11475 6776 85849 401 254 62 39348 19901
internal_value=0 0.00258157 -0.0178961 -0.0629051 -0.0581987 0.00174768 -0.0510233 0.0158748 -0.254353 0.0177316 -0.0554863 -0.154679 -0.0764564 0.0457832 -0.278629 0.0838546 -0.0836944 0.164985 0.431711 0.193603 0.334797 0.75528 0.0246335 -0.0961128 0.0290188 0.0507659 -0.287183 0.0958 -0.00017649 -0.0166261
internal_count=361931 311273 129001 43038 42603 85963 27075 182272 1875 180397 15737 7518 23348 8374 867 7507 2744 4763 995 656 569 255 164660 7370 157290 86566 717 316 70724 59249
shrinkage=0.05


Tree=4916
num_leaves=31
num_cat=0
split_feature=785 519 713 934 921 783 1443 762 990 852 486 791 746 809 289 1437 651 222 578 854 797 797 965 414 84 1311 1243 1035 755 400
split_gain=15.5282 12.9273 20.3773 22.5302 22.2439 44.3906 23.6204 26.4328 20.5813 20.3365 19.919 18.5995 28.5398 24.7353 22.4903 22.0721 20.5825 19.8503 19.1178 18.5474 75.863 19.5908 22.4947 23.6394 18.8384 18.1619 17.8458 19.6969 18.5587 18.1643
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.65656536832909496 1.0000000180025095e-35 1.8692550303841236 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 2.014354030516309 1.1070026357714988 -0.87473648844905705 0.63961785378869596 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 -0.010139945829889745 0.57036434823577087 0.1517318052922412 -0.34755022397939389 1.5226375783121155 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 11 6 7 8 -6 -10 -2 19 13 14 -13 18 17 -16 -15 20 24 26 23 -23 -4 -20 29 -28 -29 -21
right_child=1 -3 4 -5 5 -7 -8 -9 9 -11 -12 12 -14 15 16 -17 -18 -19 25 21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=4.0816031979897548e-05 5.3472314909121687e-05 3.7481169479420253e-05 -0.00023773096569820043 -2.0790867881505404e-05 -3.0011936178297049e-05 0.0002717934755094332 -0.00012900842289077549 0.00025534283691711453 6.0280484667138825e-07 0.00029214243573056069 0.00030158940421699598 -0.00028737256249027201 9.8973098390184322e-05 -1.7760439183807295e-05 -9.6021457683336591e-05 0.00024669527766097284 0.0002969642021432856 0.00028520231272072575 0.00010370865704763755 9.1779204625348417e-06 0.00027313748127088893 -1.3759751773759435e-05 -0.00017932177394725774 -0.00022271329927439561 -2.0177361554663731e-06 0.00066314570703007389 -0.00018060026401973541 -7.3369992285799083e-05 0.00017566008964276715 -6.6623716175997808e-05
leaf_count=29559 24611 21518 3481 29802 18216 3076 6926 2064 2604 1940 1491 5860 10309 26230 21582 1632 775 829 1560 40685 3676 15858 16005 4096 3851 421 12068 17031 3122 31053
internal_value=0 -0.0127157 -0.0171205 0.022389 -0.0268478 0.0272936 -0.000285906 0.0307308 0.00620485 0.138079 0.0717253 -0.0365042 -0.00238093 -0.0273207 -0.0926022 0.0151516 -0.0607054 -0.079364 -0.00211768 -0.0516001 0.0377457 -0.0598929 -0.110532 -0.056281 -0.1104 0.235131 -0.0430039 -0.0954285 -0.0483471 -0.0231869
internal_count=361931 332372 310854 55904 254950 34826 31750 24824 22760 4544 26102 220124 69198 58889 29046 29843 23186 22411 28211 150926 11008 139918 35959 19954 7332 1981 103959 32221 20153 71738
shrinkage=0.000980392


Tree=4917
num_leaves=31
num_cat=0
split_feature=785 519 728 872 689 1025 796 1257 421 588 657 650 905 695 1435 964 929 624 695 21 923 629 627 942 1186 518 416 759 727 382
split_gain=13.6745 13.7923 18.8331 21.3276 20.5298 20.9035 19.619 20.9215 19.2942 19.4113 25.403 19.2461 18.8912 18.5885 18.5182 18.5071 17.8083 20.4409 19.7958 17.8398 26.0412 23.3294 20.9619 17.7985 18.094 17.1962 18.0313 16.9959 16.876 19.4064
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 3.0757328524286596 -1.1110989058077336 1.0000000180025095e-35 0.38087715954262297 0.94465106549325617 2.6287012352426902 2.250834115212506 1.0000000180025095e-35 1.6923072129381651 2.1634110522059333 2.1097569808217282 0.89654117410713363 1.0000000180025095e-35 1.0000000180025095e-35 1.1948183665073715 1.0566345176742331 -0.70163543588998201 -0.86449023226567734 0.36272545494124231 0.14068530271116833 2.231519495564001 0.77832661901905575 1.0794040238867422 0.90571909922259353 -0.76404611772335584 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 6 13 -4 12 9 15 27 16 -8 14 23 -7 18 -18 19 -2 21 22 -21 -6 -25 26 -13 -11 -3 -30
right_child=1 28 3 -5 5 8 7 -9 -10 10 -12 25 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=3.6973404735769117e-05 3.6018983169648213e-05 -3.2959480013194273e-05 5.6230848306027171e-05 0.00015450878095042778 -2.388341716951239e-06 -8.8926042189500613e-05 -3.3888154137295434e-05 -0.00028230824821560871 -0.00034524077800037958 -0.00035863400537888975 0.00025688454802117529 2.2544297760103124e-05 0.00060283114754793477 -0.00021134516906088082 -8.3597076781972781e-05 -2.0058942987676704e-05 3.2978736122761191e-05 0.00025723557763176233 0.00016315877692514973 0.00043255443211367772 -9.9049165638852752e-05 -0.00021976298198224847 -0.00010270790482138461 0.00024247562332753924 -9.3958192465555494e-05 0.00040516443781011809 0.00036504727540980018 2.6054887875704116e-05 0.00016755846657823549 1.5337773157485542e-06
leaf_count=29559 11762 9447 25494 2933 71892 81945 8178 1993 1865 813 1997 4478 200 2654 15644 29480 13661 2234 2366 1080 20789 581 485 2552 1007 857 890 3024 6371 5700
internal_value=0 -0.0132579 -0.0178048 -0.027525 -0.0302741 -0.0397058 0.022438 -0.0672132 -0.0628929 -0.0592729 0.066531 0.0187086 -0.0132626 -0.0139678 -0.00841351 -0.0677514 0.00436824 0.0699509 -0.0228732 -0.0377224 -0.0744103 0.149204 0.283467 0.0065012 0.153696 0.13901 0.0862406 -0.0465568 0.0393599 0.0897907
internal_count=361931 332372 310854 251671 248738 212873 35865 10371 119124 117259 5834 59183 8378 93749 91095 111425 52958 15895 37063 34697 22935 2146 1565 75451 3559 6225 5368 3837 21518 12071
shrinkage=0.000980392


Tree=4918
num_leaves=31
num_cat=0
split_feature=785 728 519 728 803 666 333 689 1028 678 264 21 209 1388 217 1240 650 1256 1384 1183 1469 1047 567 208 514 496 1218 1118 645 973
split_gain=14.8156 12.3041 12.012 17.7852 20.9275 35.0598 35.5011 20.7939 20.2171 20.2136 19.5661 20.2568 19.8434 23.4208 21.3523 19.3709 19.1555 19.1423 18.6213 18.4129 18.9075 18.351 19.7669 21.6017 19.1181 21.8563 18.9208 18.0685 17.637 18.1572
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.0308016862606064 -1.1110989058077336 0.85792094380938277 1.0000000180025095e-35 1.0406688472030448 -1.6471741456694959 1.2470654765739884 0.82257700019985236 -0.99253939913350864 1.0000000180025095e-35 1.6923072129381651 -0.26213262545229055 -0.77009072742845286 -1.150280387091186 -1.0588145806293296 2.5256796091004148 1.6534791294988647 0.48022025737739765 1.9087852721677012 -0.95877527740024415 3.9048232315577729 1.5735514332708098 1.0999280683389623 -0.3520936843062038
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 7 9 -7 8 -5 -6 11 -9 13 14 19 -8 28 18 -15 20 -12 22 26 24 25 -24 -13 -25 29 -2
right_child=2 -3 -4 4 5 6 15 10 -10 -11 12 21 -14 17 -16 -17 -18 -19 -20 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-9.5827487540465386e-05 3.3472052247842474e-05 5.4548833119248367e-05 3.5554404834330459e-05 6.0713363509337431e-05 -0.00019137504942753108 0.00031024346206822958 0.00021211046891720482 0.00015296159299900224 -6.0008411153572342e-05 5.436955596462838e-05 0.00058403575677447262 -6.842850836410628e-05 -0.00016577264535479704 0.00026910405850644664 -2.7979647065170309e-05 -0.00054707207434562331 0.00013576114765700476 0.00025175613175730164 -0.00017312960379506823 0.00026530349113684868 -0.00072827200767953721 8.9989764410482471e-05 -0.00031497459448537736 -0.00014505237336845072 0.00048341890916267608 0.00012155990793009622 0.00028159327914281288 -0.0012400227128124817 9.761324367493673e-05 -5.8106422972168042e-05
leaf_count=3396 20388 26163 21518 24168 2881 3351 237 3431 10746 4547 59 157741 2900 657 20948 374 6225 3104 1272 2079 229 4767 908 1399 610 4499 653 111 7761 24809
internal_value=0 0.0402258 -0.0128597 -0.0171063 -0.0265588 0.0663203 0.227764 -0.0319422 0.0218799 -0.0283857 -0.0417078 -0.0530884 0.00963444 0.0279085 -0.00477671 -0.244407 0.0183946 0.157904 -0.0168856 0.199227 -0.362088 -0.0566226 -0.0612099 0.0562509 0.113062 0.0685078 -0.0676462 -0.22369 0.00408066 -0.0144692
internal_count=361931 29559 332372 310854 251671 11390 3962 240281 34914 7428 205367 174119 31248 28348 23315 611 59183 5033 1929 2367 288 170688 165921 7527 6017 5407 158394 1510 52958 45197
shrinkage=0.000980392


Tree=4919
num_leaves=31
num_cat=0
split_feature=785 519 728 921 784 645 791 746 809 289 1437 651 1324 917 578 774 1459 650 645 973 712 784 565 1124 842 493 13 773 1311 15
split_gain=18.9719 15.5731 20.1922 22.2333 48.5046 22.3302 21.589 33.0491 28.4885 23.7076 22.4568 21.8708 20.1104 20.2883 20.219 19.9247 19.343 19.2548 18.3171 18.6598 18.3087 29.1254 21.4995 18.622 18.4337 18.2797 18.2054 19.3246 19.7182 17.8124
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 0.9594655836162902 0.66777575187080795 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 0.70036819076278212 -1.2149334638529161 1.1070026357714988 1.5033568469461875 -0.06045160922923843 1.6923072129381651 1.0999280683389623 -0.3520936843062038 1.0000000180025095e-35 1.0000000180025095e-35 0.4810433618479425 -0.62783988861598261 -1.4045823351507842 1.7658743032110651 -0.17189113104522832 0.30711866236834834 0.052484712102878438 0.27152336588760845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 6 15 -6 -4 8 9 -8 12 16 13 -10 -15 20 26 18 19 -2 24 22 -22 -24 -5 -18 27 -11 -29 -13
right_child=1 -3 3 4 5 -7 7 -9 10 11 -12 29 -14 14 -16 -17 25 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=4.3147776950355952e-05 3.2394937491066015e-05 3.9153331254908624e-05 -5.5781115008358922e-05 -0.00086829373073854478 0.00010011852309515255 0.00035968446201400142 -0.00030188929021362116 0.00010619225364493999 0.00046280829221516601 -0.00012747113020461536 0.00024868936309910294 0.00058525343658728769 -0.00011463181594238129 1.330055710341122e-06 0.00029537713744766077 0.000148830650139619 -1.8474285018198024e-05 0.00013454652882823983 9.7935669326694265e-05 -6.0288674185789914e-05 -1.2548387226802734e-05 -0.00016121614005926748 0.00044420639321872196 8.6663810065263952e-05 -0.00013003501101662015 0.00050075205400769548 -0.00023828246366680884 -6.1974802163981506e-05 0.00057814954775458336 -0.00011036436482384594
leaf_count=29559 20388 21518 148889 375 6278 2004 5765 10171 592 4710 1630 461 6412 19385 1488 2680 7919 6225 7761 24809 7308 4324 937 2026 8522 507 7692 726 566 304
internal_value=0 -0.0159092 -0.0207325 -0.0307778 0.0235944 0.167046 -0.0405048 -0.00357052 -0.0305182 -0.100886 0.0153122 -0.0680209 -0.00229999 0.0329198 0.0207958 -0.0294089 -0.0873337 0.0170384 0.00271036 -0.0161574 -0.0530125 -0.00824993 0.0574029 0.210549 -0.152255 0.0131949 -0.154606 -0.0344759 0.24389 0.308603
internal_count=361931 332372 310854 251671 34454 8282 217217 68328 58157 28650 29507 22885 27877 21465 20873 26172 22120 59183 52958 45197 23492 14595 10271 2963 8897 8426 13694 6002 1292 765
shrinkage=0.000980392


Tree=4920
num_leaves=31
num_cat=0
split_feature=785 1465 1452 1465 1457 1450 359 1035 632 485 1313 434 284 1121 225 1311 74 200 1122 56 1002 1246 1080 837 198 10 562 1386 45 803
split_gain=8.96195 10.3636 14.4398 12.6911 12.1716 14.4031 15.8185 12.1219 15.1037 11.761 11.4461 12.8493 13.7888 15.4185 21.353 12.63 16.3134 13.1919 14.495 13.3148 12.8858 12.4483 11.8095 11.6728 11.7159 11.5097 11.4867 11.4723 11.3621 14.9363
threshold=-0.86283290253235112 -0.41120921193798426 0.32331123534916567 -0.42261094208562427 1.6518433132001198 -0.070412655075119956 -0.20045112352559671 -0.89883409538803505 -0.17902164439545068 -1.7429022431803876 1.0472419687949244 -0.20597654984448857 -0.37023710346680228 0.5054989959187669 -0.60579515696130648 0.20674673137650593 -0.22137832752898121 0.24075901940907535 0.26577197958518578 0.58160213896575708 -0.83616113230718914 1.139146770512186 1.323361361534652 1.5389609502401391 1.0000000180025095e-35 0.60577169174785062 1.4076616488365772 1.8141124012116907 1.216416816489077 0.85523949479533445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 9 6 -6 8 -4 -1 15 21 -13 14 -14 -11 20 26 22 25 -17 23 -19 24 -12 -20 27 -18 -3 -30
right_child=-2 28 3 -5 5 -7 -8 -9 -10 10 11 12 13 -15 -16 16 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.04980072908351886 -0.00030448770783204768 0.0025037872258787007 -0.0043446638331395967 -0.086855512710153571 -0.045058939569891959 0.040075531546219983 0.032098821877017479 -0.0046198546515888025 -0.054182292724765116 0.00658395947416504 0.014034220997158229 0.0038172878854469947 0.008656844788561947 0.00061957580006517256 -0.073399788743703759 -0.021876549010611188 0.018822563400826411 -0.0067120071808309742 -0.065066646310683915 0.011008945512001454 0.011045560868033856 -0.052626171593420569 -0.057048204885306653 -0.057708706624326339 -0.056493794730804694 -0.0011383412301410136 -0.063197099721363684 -0.069641581138054021 0.016192691531101828 -0.01251777398375923
leaf_count=84 332372 16198 178 28 68 233 67 2374 178 4058 492 152 50 84 178 179 342 1189 167 55 1124 49 62 36 41 44 29 20 1533 267
internal_value=0 0.0353134 -0.0178316 -0.165133 0.0259238 0.438216 -0.138416 -0.149398 -0.568019 0.00883249 0.0158894 -0.200856 -0.482093 -0.750418 -1.07561 0.0479536 -0.057188 -0.190865 -0.286315 -0.76457 0.134685 0.0144057 -0.184531 0.111452 0.195143 -1.02334 0.177829 0.281179 0.0692094 0.238263
internal_count=361931 29559 11561 2758 8803 368 135 2730 356 8435 8351 1082 464 312 228 7269 3211 1908 1517 266 1303 618 1251 569 533 211 391 362 17998 1800
shrinkage=0.05


Tree=4921
num_leaves=31
num_cat=0
split_feature=1076 1004 1061 854 4 637 569 909 1176 1130 218 909 896 911 925 8 641 362 564 1358 1050 697 416 977 1040 3 861 903 707 96
split_gain=8.65593 34.7277 33.5743 17.7322 15.4216 15.5559 15.8538 15.2903 14.9726 14.3289 20.0496 16.0385 14.6697 17.067 16.0825 15.7647 27.2531 15.7616 20.0608 15.8372 19.268 16.9305 15.8129 15.3085 14.2082 14.1034 13.9867 20.6087 17.2761 16.1333
threshold=-0.58297395077464731 0.59444477453878863 -0.87357009987099121 -0.87473648844905705 0.77106241182360014 0.21140468486177363 0.43196635934193167 -0.43138129678847342 1.0892114974962086 -0.87343702765667508 0.93164923744367978 1.3552517528556072 1.0000000180025095e-35 1.2712861618727211 0.33710337212180808 -1.4503933338036092 -0.45659283207867579 1.0628983470037736 2.3227733840757487 1.0000000180025095e-35 0.79355048414358509 0.99581960902395539 -1.6682845382833926 1.0017263687487383 0.070360641997960993 2.3314624164129216 1.0000000180025095e-35 0.51826520557227951 0.050844413609160984 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 7 25 6 8 -3 -6 10 -1 26 13 17 15 16 -14 19 23 24 22 -22 -21 -19 -13 -5 29 -28 -29 -11
right_child=-2 2 -4 4 5 -7 -8 -9 -10 11 -12 12 14 -15 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.010274507226400414 -0.00039882145255686638 -0.0031614161785199937 0.00086927963276950512 0.01147657783295611 0.029883938276130385 -0.02494221487857121 -0.035123180633556003 0.034734747358465282 -0.056463518306933247 -0.0040885052799499661 0.010814010519059378 0.023812427821905117 0.11125306393488199 -0.048088553330211427 0.016515687247053434 -0.016107779884530295 -0.04838028792858496 0.0058883896796293501 0.10536078064718078 0.079678369662425794 0.0053550263869433443 0.070916347519092801 -0.014049104817284972 0.084535867382546703 -0.0091120007122657571 0.052788978325989645 0.0047109455662166372 0.0026383704251655826 -0.0089202107564011531 0.0035363442358707538
leaf_count=3619 294432 158 6779 4014 247 335 115 618 36 12654 683 472 34 101 234 2484 47 305 32 31 282 49 1594 35 272 98 18816 3776 3401 6178
internal_value=0 0.0215609 0.128494 0.252487 0.200583 -0.1166 0.190404 0.549113 0.431933 -0.00476586 -0.133447 0.00648327 -0.107369 -0.00167665 -0.234792 -0.292418 0.890482 0.0281797 0.482693 -0.031875 -0.142779 0.339184 -0.252208 0.299457 0.248102 0.250185 0.0219586 0.0552207 -0.0525246 -0.0305142
internal_count=361931 67499 12400 5621 4845 733 398 776 283 55099 4302 50797 5972 3173 2799 2565 81 3072 372 2700 1956 331 1625 340 744 4112 44825 25993 7177 18832
shrinkage=0.05


Tree=4922
num_leaves=31
num_cat=0
split_feature=1461 1458 1467 418 260 1167 1458 1450 43 493 1407 217 775 1467 768 16 154 1386 872 1242 1042 224 1059 1034 1389 1005 845 841 1461 489
split_gain=8.60323 12.5264 16.0535 16.8795 14.5967 15.1846 14.4492 15.8564 20.3581 14.0298 14.0066 13.8145 12.6581 12.1978 20.9698 15.6779 12.3304 11.6801 12.3699 13.5452 13.3263 11.8955 11.1488 13.9126 14.7541 11.1479 10.9961 11.4166 10.9127 10.8844
threshold=3.9993613276323443 0.036661978097680334 3.6863561541855714 -0.7535657715327061 1.3688607998728337 -0.37779302995283986 0.44560807882109116 -0.15751379913150657 1.0000000180025095e-35 -0.34360402045276867 1.0000000180025095e-35 -0.18517008952799127 1.6341716326600095 0.254489633896615 -0.79872655160380079 -0.45319135077954481 0.085807408737415589 1.3804097866090925 1.0000000180025095e-35 0.22437621660557641 -0.96190532954536589 -0.65042389781410159 2.173350302236142 -0.67072693714246212 0.035431852070137174 -0.73131249138158405 -0.50130639798242316 -0.14169924125204239 4.3587965850032591 -0.34420866976576109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 12 7 10 -9 -8 26 -10 17 14 -7 25 -17 18 19 20 -2 -19 23 24 -20 -16 27 -3 -11 -27
right_child=1 6 3 -5 -6 13 9 8 11 28 -12 -13 -14 -15 15 16 -18 21 22 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00017551584877318162 0.02675970939557 0.071972127039441766 0.02686617097351417 -0.051789300847309885 0.040596046028307312 0.045865707188480036 0.012882385555105761 -0.04707203284066195 -0.030535907441183827 0.039918124834769697 0.044005171064116611 0.08848689967618642 -0.044000854540484739 0.038676446775954818 -0.056027261406330936 -0.058486372511278611 0.00056649259022244225 0.015004297910246109 0.017461116698183891 0.017501369766655828 -0.032413411194653872 -0.06642273066056914 -0.026391005641137461 0.036967947702318538 -0.06508364956777167 0.075767496440072205 -0.052583819621404682 -0.023394127820720631 -0.010413113584859503 -0.0031534398537779334
leaf_count=357498 59 20 46 101 185 111 881 291 31 45 67 22 91 261 21 98 91 33 83 202 243 56 57 305 40 43 72 37 800 41
internal_value=0 0.0938436 0.209637 -0.494907 0.258761 0.197904 -0.0235905 -0.359712 -0.684579 0.070402 0.128644 0.635947 0.0429482 0.448765 0.196954 -0.149537 -0.557494 0.0997439 0.16725 -0.0899657 -0.401962 -0.660882 0.397428 0.50671 -0.0997044 0.527912 -0.338196 0.287618 -0.139238 0.845084
internal_count=361931 4433 2167 147 2020 1835 2266 540 344 1726 196 53 1169 666 405 294 189 1078 989 504 302 89 485 428 123 105 129 57 845 84
shrinkage=0.05


Tree=4923
num_leaves=31
num_cat=0
split_feature=1431 840 693 365 704 1398 1262 429 354 972 290 264 152 355 1461 212 679 1323 1387 421 694 1051 1040 1456 75 1418 976 421 1313 636
split_gain=8.54087 13.2425 14.2967 13.0348 15.6979 14.4343 16.97 18.1879 15.7507 15.0623 13.9001 13.4138 16.7482 20.2609 17.1003 15.6452 16.7818 16.6212 15.3584 14.5799 14.3572 14.0684 13.3666 13.1804 15.7575 13.2258 13.043 12.9565 14.8455 12.9274
threshold=1.0000000180025095e-35 2.6367356733857314 -0.88476862055654248 1.252139075762716 2.6853649509958566 -0.24069480133628748 1.0000000180025095e-35 2.6361485954553223 2.0803542160203512 3.2078426942842246 0.42361983026521827 1.0000000180025095e-35 1.3217599924409369 -1.135386252566023 0.63802195525331329 -0.056973333672611613 1.3590407435377796 0.43889780559009667 0.83774132355296271 -1.0374924497622369 2.4753557174926155 1.329624736850723 0.57268413804856244 2.0994270724704638 -0.5400378129979464 -0.66484004666273744 -1.1474867402882578 -0.90276595576985119 -1.8469280103751011 0.78234435018602244
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 8 7 9 29 11 22 12 13 -7 18 16 -13 21 -14 20 -15 26 -10 25 -25 -8 -17 -27 -29 -5
right_child=1 2 -4 4 -6 6 23 -9 10 -11 -12 15 14 19 -16 17 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.00032804971964579458 -0.00066814900538769305 -0.012593947457839328 0.010805820001658946 -0.0049038422155508786 0.034072466465976274 0.057968016781067437 -0.0023749474830227664 0.10639123130523483 0.059560058390408059 0.083452843784366681 -0.020115492815544474 -0.013889054775073057 -0.021530614731537633 -0.0039799780367067708 0.10608817515959033 -0.056941440472811723 0.056618906489351341 -0.012581478486697531 0.049930713449873092 -0.026505896345246735 0.090449019554176141 -0.041938321071183213 -0.049135763332284449 0.074689326473631079 -0.0085448109190872038 -0.053945032009202643 0.033030232815117459 0.11528975823054702 -0.022024250965987986 0.0096994148827874195
leaf_count=222373 120952 571 2310 6585 143 47 742 24 141 32 81 982 134 222 22 36 46 249 70 1562 26 56 27 46 138 311 534 20 2235 1214
internal_value=0 -0.0178461 0.143437 -0.0215679 -0.0952421 -0.104596 -0.192681 -0.0825707 -0.0278463 -0.0967264 0.595635 -0.111495 -0.271049 -0.368801 0.353246 0.0352793 -0.193127 0.264874 0.0930029 -0.424675 0.179345 0.481163 0.951605 -0.347709 0.325441 -0.395135 0.5828 -0.493778 -0.420074 -0.0499877
internal_count=361931 139558 2881 136677 15725 15582 7534 4042 8048 4018 249 3986 2083 1857 226 1903 1028 875 204 1810 248 626 168 3492 184 3308 570 2566 2255 7799
shrinkage=0.05


Tree=4924
num_leaves=31
num_cat=0
split_feature=112 670 1294 1106 1046 1463 227 254 80 210 691 972 121 248 275 1055 132 1187 1175 572 1171 595 1205 1388 183 356 565 1394 1329 127
split_gain=8.55986 14.5823 14.8336 13.4542 12.9068 15.3046 16.9413 14.1928 16.4694 13.6171 13.5154 22.0028 15.7503 17.6186 15.5745 12.992 13.7909 14.2711 13.6055 13.2015 13.2735 12.5385 13.1576 12.4864 13.0819 13.188 15.7028 13.4489 12.3963 12.3673
threshold=2.2718117149406565 1.0000000180025095e-35 2.2019233343356794 0.68265755158468944 -1.2095226878315291 -0.1811790225226986 -0.43938868681929694 0.52656206759154367 -0.8660008967430094 0.28135976457205542 -0.3875339625798066 1.2224790412774797 1.0000000180025095e-35 1.0000000180025095e-35 -1.1384509726626295 -0.8207589961634566 -0.35597889642441949 -0.6546497537738154 -0.72422321215527463 -0.8957619911011071 2.8979049974862252 4.2578947419559414 1.42192876613358 -1.7345549799328319 -0.47672773491226839 1.6547128997748273 0.77799090658913073 -0.85875219440961403 2.6293439955166282 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 9 10 7 23 -9 -2 11 28 15 14 -14 16 17 -12 -18 -17 29 22 -16 -7 25 26 -25 -28 -6 -21
right_child=1 2 3 -5 5 6 -8 8 -10 -11 12 -13 13 -15 21 19 18 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=3.1631964134679472e-06 0.021759707181965571 0.00051428716291003701 0.048941577507770652 -0.047150259987666525 -0.024738126588858773 0.092877997111073682 -0.02560112332880627 -0.028453196357403166 0.037022440609129147 -0.012611301658808605 0.045245257206122436 0.026353680691614131 -0.032610078098890903 -0.014306698023489975 0.069154355584911772 -0.042833551339800741 0.010102531689497218 -0.03703181407823701 0.13792351339517203 -0.017185191710939018 0.073266131660429598 -0.039429910796790084 -0.038073872928194682 -0.021180131499197712 -0.028646860554700157 0.078600082133440427 -0.059392305148189342 0.074503672630576168 0.063335474876950099 0.0071079466817545378
leaf_count=347845 658 5562 186 43 1140 28 1918 112 221 412 75 194 50 189 215 204 29 85 29 846 29 45 31 265 591 37 23 49 31 789
internal_value=0 -0.0715112 0.0427432 0.717922 -0.145813 -0.186078 -0.330827 -0.101255 0.369095 0.16215 -0.0712139 -0.294996 0.0464637 0.474806 0.813364 -0.0628563 0.561817 0.130239 1.64083 -0.140471 -0.0631365 1.03789 1.20515 -0.269219 -0.313569 0.0753853 -0.0944739 0.929573 -0.446319 -0.103505
internal_count=361931 14086 5791 229 8295 7225 3244 1326 333 1070 3981 1365 2616 530 341 2086 218 160 58 1868 1664 291 246 993 965 374 337 72 1171 1635
shrinkage=0.05


Tree=4925
num_leaves=31
num_cat=0
split_feature=659 450 728 842 905 830 1260 635 984 967 365 1004 1121 1314 898 1041 1050 81 1046 632 1244 1178 568 705 1451 276 426 630 1452 1245
split_gain=8.5336 15.9223 16.1627 14.7147 14.3909 14.1655 13.8522 15.2012 18.646 13.4687 13.3902 13.343 13.3135 12.9908 17.7294 13.6552 13.0662 16.7031 16.7753 14.6518 13.6941 19.4542 16.2568 16.1937 16.6323 15.8419 15.9924 15.7264 16.0011 14.6435
threshold=0.62821384419828064 2.2203088264540187 1.0000000180025095e-35 2.3752998519744484 -0.26991093008970174 0.92663673283469106 -0.91133497344422421 -0.59702843861293109 -0.1648732206382803 0.47857337461213251 2.1449607438799068 2.17808977339492 1.0025834178206769 2.0709455847495168 -0.99100481492842296 -0.63691423664991875 1.2884900916249855 -0.52190007613060752 1.1390597287888038 2.0026759934781926 0.12974041717088874 2.9589570750125804 0.35109817084841405 1.2541308126091653 0.62214130107318333 2.9518557282404352 -0.83724483451999232 -1.0023201629728093 0.13166737952109073 -0.58118973063993862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 4 9 11 -6 -8 10 -3 -9 -4 -11 16 15 -15 20 -18 19 -19 21 -2 25 24 -23 29 -27 28 -24 -22
right_child=1 2 5 -5 6 -7 7 8 -10 12 -12 -13 -14 14 -16 -17 17 18 -20 -21 22 23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00015968790913776731 -0.0046780776512198446 0.019900874784352946 0.0079282992571359477 -0.037772705010582358 -0.052667343035228846 0.049024532581156452 -0.029314942699904051 0.015870182485241 -0.013871136727847228 -0.025043286898131269 -0.07797789578185095 0.06015930221599456 0.055875099464509095 0.067605783424120477 -0.015865356097587255 -0.0015198955996692 -0.008093923906200659 0.0097484044969611532 -0.010134682726799838 -0.048002155617302845 -0.015483744089340945 0.042585871097443037 -0.041630930799787302 -0.04726747914871679 -0.029005927247454762 -0.011573467261875268 0.082068013252647454 -0.0030592648972178685 0.00093280870165959667 0.003224415219260271
leaf_count=305284 26552 716 747 122 75 130 208 639 478 168 20 49 31 49 1572 101 1534 4214 745 69 691 308 341 49 66 49 56 5592 200 11076
internal_value=0 -0.028935 0.112489 0.0229792 0.058026 0.35776 -0.0742812 -0.0296584 0.0603969 0.268767 0.271859 0.242195 -0.254722 -0.040438 -0.239707 0.483888 -0.0332354 0.0634765 0.125018 0.179128 -0.0487016 -0.0851735 0.00115425 0.44807 0.620605 0.0529586 0.94862 -0.0974742 -0.492991 0.0444797
internal_count=361931 56647 3383 2457 2335 926 1420 1345 1137 915 659 796 199 53264 1722 150 51542 6562 5028 4283 44980 26975 18005 423 374 11872 105 6133 541 11767
shrinkage=0.05


Tree=4926
num_leaves=31
num_cat=0
split_feature=728 744 679 609 1110 2 144 274 1470 1289 975 1106 703 83 207 1467 1106 1242 983 43 914 840 290 568 755 428 665 3 1467 777
split_gain=8.54694 12.3391 13.6904 15.8448 13.663 15.1466 15.1303 14.6856 12.9432 15.7818 16.674 14.7663 13.8331 12.7 13.8673 13.4087 15.9684 13.0302 15.9052 12.5625 13.1902 14.4779 16.2135 16.4001 16.5485 13.5502 13.272 14.6244 13.1352 15.1015
threshold=1.0000000180025095e-35 1.3025484894158337 1.3590407435377796 -0.93177752141597858 0.90045943313328747 -0.87647690543052281 1.2876145863397357 0.8117025478510449 -0.27048103632288417 1.0000000180025095e-35 -0.87080862103821188 1.3791723121169233 1.6696561094955316 -0.84754395423810358 0.649849282828037 -0.52790212522796243 -0.01385720894754419 0.70692005414415238 0.65013218087883151 2.2744972866152193 0.82373147282785919 0.64838159253541749 0.24174783102567676 -0.85605194431366038 1.8349057301109672 3.0797222439295395 1.0000000180025095e-35 0.49579567650303674 0.18686142146770854 0.15409568563506135
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 3 -3 6 -6 8 -8 9 10 -4 12 13 -10 15 16 -15 18 -17 28 25 22 -22 -24 26 -21 27 -25 -2 -30
right_child=1 2 4 -5 5 -7 7 -9 11 -11 -12 -13 -14 14 -16 17 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00025618524834019257 -0.00034568473855256743 -0.0084381718966451552 0.06804473344911699 0.0031101725127518944 0.073869245180957097 -0.017705238249672559 0.056304836082279208 -0.016304588936238873 -0.039839490780437352 0.0382453271599002 -0.0059018587815419538 0.060619441465884494 0.054494318948821424 -0.039446576564401842 -0.020753849407969181 0.020943964600107053 0.026880085261642768 0.057700185764654958 -0.055363559202401748 -0.01673423245825215 -0.0026862336015295056 -0.047893599652882451 -0.031764240489939671 0.13918522998818311 0.23339701245317018 0.067911418282595698 0.011584908602475916 0.0013471435071160053 -0.0020289332054959771 -0.0091211676024704601
leaf_count=252841 65887 2294 39 6389 26 344 158 42 140 359 290 49 58 134 288 249 69 101 50 3288 497 116 54 47 21 29 76 25 20426 7545
internal_value=0 -0.0215646 0.0499806 0.00742513 0.203383 -0.21826 0.274533 0.832652 0.204964 0.44422 0.0845343 0.0488324 -0.0116956 -0.074704 0.0185928 0.210132 -0.274616 0.449003 0.210745 -0.0322573 -0.213942 0.167179 0.343622 0.990836 1.41137 -0.307347 1.14469 1.97006 -0.0273297 -0.0744237
internal_count=361931 109090 11079 8683 2396 370 2026 200 1826 688 329 1138 1089 1031 891 603 203 400 299 98011 4153 836 720 223 169 3317 148 72 93858 27971
shrinkage=0.05


Tree=4927
num_leaves=31
num_cat=0
split_feature=785 519 713 930 921 783 657 848 1368 906 850 706 1028 1470 1455 774 583 592 1049 692 382 500 777 565 842 515 790 574 1384 254
split_gain=17.7003 16.2556 20.3891 24.538 22.4274 46.6092 21.7225 21.4011 20.5179 20.7506 22.8257 21.3301 20.1333 20.0785 29.2338 19.6312 18.8901 22.0309 19.7431 27.4933 20.8993 21.2437 18.8881 18.441 18.478 18.1142 20.3587 21.3769 18.6797 17.9304
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.72755686970153477 3.5086024243106082 0.70892277612114496 0.10862943175569685 -0.71655674043578599 1.6846785363603172 1.0000000180025095e-35 0.82151526813113451 1.2831308907880747 1.5033568469461875 -0.55326332990463356 0.52594476433896498 0.82196869014465268 -0.66455796043201987 1.0000000180025095e-35 1.0091660213938798 -0.79402034679008671 1.1604233505739945 -0.75742693342923417 1.4353143596930875 1.8618223311409718 -0.71454879228704005 0.56210851049067123 3.3238828776040195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 8 15 -7 -5 9 10 11 -4 22 -10 29 -6 -3 18 19 -18 21 -21 -2 24 -9 26 28 -28 -12 -15
right_child=1 16 4 7 5 6 -8 23 13 -11 25 -13 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.1886429771944803e-05 0.00018840892598799116 -5.7982410668131521e-05 -0.00013362507205372828 -3.2019401513157235e-05 -4.128722037439694e-05 0.00022475806228279405 -0.00016198050199640727 -0.00016760745381752675 2.7591206347363645e-05 -8.4166532580255267e-05 -1.9232650222748147e-05 0.00019287812206501384 0.00014107042299202384 -0.00012510370457607519 0.00055169662865882428 0.00015588820199092892 -5.4118610228343177e-05 -0.00016680421020086718 -3.1832147295883067e-05 0.00033481179424763057 0.00010326924479644531 -0.0010745513043046286 -2.9714670573493862e-05 0.0012484845576955718 0.0006551105802379589 8.9373033372555261e-05 0.00035186112603949646 3.0322723652653929e-05 -0.00012165664995931219 0.00078088491588807472
leaf_count=29559 2471 6154 16849 30444 25374 5997 741 302 35501 76446 48930 1459 10344 9553 287 2714 2484 1643 3310 3947 3927 53 12022 89 232 9154 1427 6334 14088 96
internal_value=0 -0.0152068 -0.0201376 0.0193244 -0.0298518 0.0244425 0.185263 -0.0237283 -0.0395298 -0.0527627 -0.0300973 -0.111849 0.0735713 0.00327379 -0.091108 -0.020442 0.0418455 0.0825377 0.109148 0.156178 0.214626 0.324318 0.0119856 0.385327 0.219438 -0.0130945 -0.0258759 0.0905744 -0.0403133 -0.116171
internal_count=361931 332372 310854 55904 254950 34826 6738 31067 220124 174687 98241 18308 24837 45437 9936 28088 21518 15364 13721 10411 7927 4000 14493 623 534 79933 70779 7761 63018 9649
shrinkage=0.000980392


Tree=4928
num_leaves=31
num_cat=0
split_feature=519 927 1188 977 588 369 1259 710 369 974 766 994 470 471 559 903 984 503 705 148 304 621 927 133 795 917 361 971 693 434
split_gain=8.48593 17.0613 20.4455 19.362 17.856 15.6886 14.8847 14.3151 17.2249 23.1301 14.5663 14.2907 16.3701 15.4973 14.5567 16.4005 13.9064 16.9764 15.1526 17.6879 15.4618 15.0535 13.6368 15.0093 13.5458 14.1206 13.4985 15.7616 14.5915 13.3421
threshold=2.1420547332082829 1.0483613175537825 0.95938057090473372 -1.2282241925006321 0.71188872395471614 1.106599526467509 1.9950004377824897 -0.79769042112555977 1.0000000180025095e-35 0.82747486360634759 0.048031180293884881 -0.71270203125691001 0.66595742291584703 1.0043670984357114 2.0670228450895238 -0.18062782556874593 1.775052621411094 0.62361622976065001 -1.1999582424157742 0.44222203035900648 0.34672724650047859 1.1034423778215723 -0.52063349094089262 0.5744186475241726 -0.29258408639884992 -0.44324026096120767 -0.1094177501548891 -0.40449670089151979 0.19040040789712223 -0.74238038869517109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 16 -2 5 11 -7 -6 -9 -10 -11 13 24 14 15 -5 18 -18 -3 21 -21 -20 -17 -24 25 29 27 -27 -28 -13
right_child=1 2 -4 4 7 6 -8 8 9 10 -12 12 -14 -15 -16 22 17 -19 19 20 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0002574308124388805 -0.0080317321964708255 -0.030033958033552018 -0.025746914604866472 -0.0018860380896718251 0.028855602644249148 -0.010138518263158085 0.053381648637631299 0.017154439316362301 0.0078026933277801462 -0.040030245551058115 0.0019626716393737155 -0.0092308672923538098 0.0059415664825792176 0.035050027236648379 -0.049842340170991893 -0.0031034416621439054 0.048840770770262748 -0.038654477613200934 -0.0032113431045732986 0.026718221953367007 -0.010155849841967048 -0.037535988760141553 0.036553087899189061 -0.020112293319040617 -0.0086415886267186357 -0.018042191511422188 -0.026386147800881624 0.016458167939088404 0.0037917465537832332 0.020376419621755067
leaf_count=338398 1961 278 486 761 470 1460 46 1440 1393 221 165 257 6047 285 60 230 110 38 1873 382 191 166 456 81 2319 250 499 541 348 719
internal_value=0 0.0381916 -0.0993683 0.0635108 0.0843904 0.049071 -0.163815 0.217974 0.167608 0.026181 -0.437231 0.0736919 0.044019 0.253202 0.162266 0.201966 -0.0347586 0.599911 -0.068007 -0.0225807 0.300184 -0.117556 0.425679 0.602409 -0.0510218 0.0586402 -0.0706293 0.133347 -0.272953 0.263335
internal_count=361931 23533 3524 20009 18048 14359 1506 3689 3219 1779 386 12853 10980 1873 1588 1528 3038 148 2890 2612 573 2039 767 537 4933 2614 1638 791 847 976
shrinkage=0.05


Tree=4929
num_leaves=31
num_cat=0
split_feature=1097 1470 407 51 967 1454 1383 795 613 854 797 485 418 17 1103 885 1179 990 567 633 210 567 1106 705 623 696 1124 1047 1461 1105
split_gain=13.4352 18.7886 17.6877 17.1389 17.1881 16.4873 18.2584 16.245 21.172 25.0451 53.3043 22.7575 22.2481 20.8126 20.7351 20.4037 22.0431 20.7477 20.544 21.3981 18.9333 18.2254 18.2086 17.2336 22.9278 22.6883 21.933 17.3773 17.6659 16.9099
threshold=-0.64966988391888181 -1.1535394197080833 -1.2965003005540392 1.8613588887694643 -0.7962285636772185 -0.90309121467478037 -0.084789444030907671 -0.29258408639884992 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 0.98387308549849684 -0.55574200328751278 -0.59256851001024302 1.4870550753895133 1.0000000180025095e-35 1.8755794522339773 0.22046490535518015 1.4784937406783569 1.4871122038500981 -1.0666823506722929 0.41439340325635132 1.4438758691062563 0.74446833870346218 -0.047398826616434804 -0.75445075474433554 3.7018204428329469 -0.72620415049764853 0.92086227942272492 0.20621110882230345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 7 -5 6 -6 23 9 10 29 12 -10 -14 15 16 -11 18 22 -20 -13 -12 -17 24 25 -4 27 -26 -29 -9
right_child=2 -3 3 4 5 -7 -8 8 11 14 21 20 13 -15 -16 17 -18 -19 19 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=5.7167348201047982e-05 -5.612990178218185e-05 -4.1832837228945787e-05 6.8968487463877797e-05 0.00019691958809974961 0.0012707866809978292 -0.00020168113973118284 -0.00025088011498340473 -0.00014581978311606713 9.9942660218778383e-05 -8.6210804516892195e-05 0.00042427257580180538 -0.00025731697435673597 -0.00014388318297372041 1.9627399290723874e-05 -0.00017859783142442479 -9.122977890366073e-05 -0.00053830123090593655 4.6531791687248363e-05 1.9349917895296287e-05 0.0004174827240879034 0.00021410359751530722 0.00010833237666366545 0.00013195009224745304 7.5056046051934721e-05 -0.00010789239228532569 -6.6510936413070551e-05 0.00071103222912189464 4.3044155937799962e-05 0.00020351010671641235 0.00017858862692397108
leaf_count=12067 31349 108647 8687 830 90 4891 91 3337 9405 15405 1711 536 5738 12389 4583 21666 677 18722 3645 664 4444 1354 1863 30470 3449 25085 234 25344 3584 974
internal_value=0 -0.030796 0.00162608 0.00821426 -0.123335 -0.178161 0.545256 0.0113912 -0.00755608 -0.0281616 0.0900919 0.0408105 0.0144108 -0.0334222 -0.0423785 -0.0312246 -0.105345 -0.00887288 -0.0477946 0.089814 0.176637 0.293161 -0.074473 0.0328029 0.0118508 -0.0318732 0.0531023 0.0481135 0.0650358 -0.0740907
internal_count=361931 120714 241217 209868 5902 5072 181 203966 107113 74601 7376 32512 27532 18127 67225 62642 16082 46560 27838 4309 4980 3065 23529 96853 66383 33772 32611 32377 28928 4311
shrinkage=0.000980392


Tree=4930
num_leaves=31
num_cat=0
split_feature=785 728 519 713 930 921 783 645 774 486 848 657 695 924 1368 460 10 565 476 1185 493 697 1296 696 638 833 842 356 783 1459
split_gain=15.5453 14.7927 13.6117 20.5402 23.7782 22.9699 47.741 21.8092 20.3635 20.0902 19.7135 19.1284 19.2792 21.2578 19.4446 19.1582 19.0101 18.8246 18.8122 23.7556 19.3472 18.9685 18.6454 23.2383 21.7278 18.413 17.9973 17.9888 17.7694 17.7064
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.66777575187080795 1.5033568469461875 1.8692550303841236 3.5086024243106082 -0.80522708219444705 2.1097569808217282 1.8999064755685127 0.70892277612114496 4.3297121247051882 -0.23034647385973939 1.1604233505739945 0.52296557744356353 -0.71602247989319323 -0.012178551342102736 -1.3134482500320694 -0.43652631067203845 0.61756301190663754 0.024906668916032725 -0.80201290801470704 -0.75742693342923417 -1.564061888046077 1.0000000180025095e-35 -0.32303709040653633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 11 8 -8 -7 18 -6 -5 13 14 29 -16 -14 26 21 20 -20 -2 23 -21 -24 -15 -12 -23 -25 -13
right_child=2 -3 -4 5 10 6 7 -9 -10 -11 17 12 16 25 15 -17 -18 -19 19 22 -22 27 24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010763712456314886 0.00037194141793981723 5.6929272555239096e-05 3.8366289640315934e-05 -9.297859126049696e-05 -2.8492684127865355e-05 -3.9252468249456776e-05 0.00011387099696297139 0.00039127908023110558 0.00016167509323501429 0.00031006119834826385 -0.00017659864145790514 -7.8268545387746497e-05 -5.060297806608716e-05 0.00028035230135737307 1.2644462068101064e-05 0.0017634799332867717 -0.00034142937860807347 0.0012446210177133505 6.683374395122395e-05 -0.00020864861188372758 -0.00037194764248081076 -0.00031343748857287287 0.00014949545924429784 -6.277635138207659e-05 0.0004512338864817786 3.0720338389961821e-05 0.00063466572487749036 5.2095616438616984e-06 0.00047687835115851928 -2.0789111837261911e-05
leaf_count=3396 632 26163 21518 36644 30444 25374 4982 1756 2714 1436 302 57626 3128 1984 35625 42 2517 89 1697 1029 790 1405 2535 581 1712 11704 232 12403 617 70854
internal_value=0 0.0411624 -0.0131635 -0.0176766 0.0219645 -0.0274366 0.0275417 0.190299 -0.0179426 0.0753925 -0.0204668 -0.0372438 -0.028057 -0.0237843 -0.031698 0.01446 -0.172778 0.371833 0.0574276 0.133069 -0.0617044 -0.000135627 0.198393 0.0300601 0.277616 0.0649147 0.204535 -0.0205073 0.243896 -0.0468492
internal_count=361931 29559 332372 310854 55904 254950 34826 6738 28088 24837 31067 220124 183480 177835 164147 35667 5645 623 23401 8961 2487 14440 6474 2227 4247 13688 534 13808 1198 128480
shrinkage=0.000980392


Tree=4931
num_leaves=31
num_cat=0
split_feature=785 519 713 921 784 990 650 645 774 659 518 657 924 833 1368 460 1470 1455 764 728 784 842 617 769 497 222 156 154 207 1459
split_gain=15.139 13.2564 17.5052 22.1292 42.6156 22.1502 22.0491 22.018 21.6669 21.0632 18.8142 18.523 19.2441 19.3269 18.5565 19.3471 17.8642 18.0395 18.5694 17.6461 28.277 18.5025 18.4295 19.3389 21.9245 17.9024 18.3431 17.6812 17.4952 17.285
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0525743831388839 0.9594655836162902 1.09266583130301 1.6923072129381651 0.66777575187080795 1.5033568469461875 2.2359170208873898 1.0794040238867422 -0.80522708219444705 1.8999064755685127 -0.98246098241750812 0.70892277612114496 4.3297121247051882 0.86093751738940238 1.2831308907880747 0.58132013844063801 1.0000000180025095e-35 -0.43785067584756471 -1.4045823351507842 -0.68588542058594182 1.8950337324702755 -1.1725558745221074 -1.3253191731132434 -0.0068718796362266217 -0.0372204827735826 -0.35752024329620458 -0.32303709040653633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 11 8 28 7 9 19 -2 -8 -4 14 -14 29 16 -16 -18 -19 20 22 -21 -5 25 -25 -24 27 -27 -6 -13
right_child=1 -3 3 4 5 -7 10 -9 -10 -11 -12 12 13 -15 15 -17 17 18 -20 21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=3.9813520897389024e-05 -3.6381367541592331e-05 3.7803296305018658e-05 -9.1044994129584444e-05 0.00020363803488616857 -4.5260627624796329e-05 0.00036867295475326897 9.1836303996056782e-05 9.4915885183324584e-05 0.00016316385023680376 0.00016373137565803278 0.00043265876498287402 -7.9704326616065053e-05 0.00032907711860433777 2.8355905794101253e-05 3.2984419545756353e-05 0.0017682716974442509 -0.00011112717652029431 0.00078301987184971073 -0.0006947792730477389 -0.00086462657182487929 -0.00011050431309654213 -0.0001221775832743568 -0.00053130226530785879 -0.00075956635446125108 0.00053207504348028504 -9.1229772472503542e-05 -0.00026884311809545301 0.00027288001984009227 0.00018559841735890032 -2.3690991986866363e-05
leaf_count=29559 37313 21518 36644 3135 2516 1797 5128 9620 2702 3017 826 59422 1410 12779 28918 42 7580 169 53 375 6689 8522 526 113 471 1513 1216 1230 4021 73107
internal_value=0 -0.0130442 -0.0175016 -0.0265189 0.0274756 0.16174 0.0190924 0.00312585 -0.0217977 -0.0219995 0.150765 -0.0361482 -0.0271066 0.0558197 -0.0345556 0.00989843 0.00837248 -0.0917204 0.494115 -0.0462257 -0.00309298 -0.144311 0.0859474 -0.00873419 0.375817 -0.0646554 -0.0168797 0.0829965 0.101973 -0.0491582
internal_count=361931 332372 310854 254950 34826 8334 55904 49950 26492 40330 5954 220124 183480 14189 169291 36762 36720 7802 222 23790 14893 8897 8204 5069 584 4485 3959 2743 6537 132529
shrinkage=0.000980392


Tree=4932
num_leaves=31
num_cat=0
split_feature=785 728 652 588 719 8 513 357 1216 1174 1321 149 424 590 647 647 510 1080 779 827 844 1217 350 417 214 796 854 631 972 1144
split_gain=15.7734 14.4801 13.765 16.9977 28.5072 16.5379 16.2104 17.9483 16.0412 17.3585 18.4269 16.8026 16.0909 15.8334 61.0728 29.6718 21.4225 17.9319 19.6853 17.7998 17.6315 16.449 19.1606 17.3374 16.4122 15.8826 34.179 17.6595 15.8179 16.5418
threshold=-0.86283290253235112 -0.49008176997875957 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 0.31619446797768463 1.0454229551509682 -0.56762832091460147 2.3855481443271001 -0.52614036197826475 0.08543592372318233 -0.089826711827545327 0.8539010620432419 0.58895901036483078 -0.87782724458594241 -0.87782724458594241 1.0000000180025095e-35 1.323361361534652 3.7087191017846313 -0.29566499431037491 2.755683666465238 0.86386423179447369 -0.77721804489835533 2.3296503116444316 1.8100640126119156 0.38087715954262297 -0.87473648844905705 -0.98955486356935307 -1.0233895840919784 2.1552901501278288
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 8 5 -5 7 -7 -4 11 -11 -10 -12 15 -15 25 -17 18 21 24 -21 22 23 -18 -16 -2 28 -28 -27 -30
right_child=2 -3 3 4 -6 6 -8 -9 9 10 12 -13 -14 14 19 16 17 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.00010671264669760396 -0.00013775722520369653 5.6032260121905672e-05 -2.7295945690742064e-05 0.0002111445916435866 -7.3986190197074378e-05 -0.00038311622629906247 0.00030176971328629403 4.1449363885897111e-05 0.00029432888072780514 -0.00038914345200133003 0.00010105097055355529 -0.00021205571407231788 -0.00052653064705268822 0.00027458314649348467 -0.00015130859162862186 -1.3780871939391205e-05 -0.00020993819976045032 0.00020768912669401785 0.00065557362022067756 6.2641594587137879e-05 -0.00089506423546403151 0.00016626273683901277 3.6349131626283265e-05 0.00083510437749679416 0.00038951518011632799 -0.0012092484176944604 0.00018069140281887984 -0.00015406996424704558 0.00051001395317924823 -0.0015080390671363402
leaf_count=3396 11997 26163 205909 4479 5890 679 606 1386 1068 3279 1667 1005 541 4389 4756 47890 3006 3525 257 7729 130 3551 12884 73 319 32 1116 3463 725 21
internal_value=0 0.0404334 -0.0142662 -0.0253995 0.0518245 0.136293 0.00506405 -0.0842907 -0.0311942 -0.166622 -0.259041 0.0534422 -0.0367037 0.00715014 0.0683515 -0.00595162 0.0150609 0.0712443 0.0427121 -0.0144947 0.0520485 0.0342492 0.00109923 -0.179743 -0.121382 -0.0927733 0.0122019 -0.0732944 0.415716 0.47109
internal_count=361931 29559 332372 226509 13040 7150 2671 2065 213469 7560 5487 2073 2208 105863 17323 88540 71186 23296 19771 12934 7859 19514 15963 3079 5075 17354 5357 4579 778 746
shrinkage=0.000980392


Tree=4933
num_leaves=31
num_cat=0
split_feature=1464 696 1454 1457 1449 1452 1452 3 1464 1252 955 1187 21 1465 629 212 215 140 1449 707 1118 1459 1469 875 1187 1457 1243 1355 8 345
split_gain=8.6364 13.5644 13.9932 14.8812 26.4183 23.6626 34.3574 24.633 19.1948 17.6225 16.9559 16.6425 16.2484 15.9092 16.5246 15.7599 18.2045 15.3784 15.096 15.0119 14.7754 14.7483 15.4904 18.9366 18.4198 16.1492 15.2953 14.4701 14.2744 13.8653
threshold=1.5993600128483978 2.1459952861562561 -0.12591398429191614 0.7343439707691487 0.3746820073494514 1.0409243383084115 1.434259801303694 0.87503232167123268 9.1361776883054251 -0.6720214030209849 -0.56067130660624642 0.43395613816915263 0.62211875780133752 1.661392035409482 -0.93790520886991635 0.10661835881246395 -0.88694428808300263 -0.24099056055724186 3.6725314242296441 2.0144228653443577 0.9883705853431487 3.9622612253260763 -0.90538501098462476 1.0000000180025095e-35 1.5465753953755685 0.95845855468509078 -0.39163547288386197 1.0000000180025095e-35 -1.3679236329833524 1.0560190957196312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 13 7 8 9 19 20 -8 12 -12 14 -5 -15 -17 -14 21 -7 -4 22 24 25 -6 26 -24 -19 -20 -27
right_child=1 -3 3 4 18 6 10 -9 -10 -11 11 -13 17 15 -16 16 -18 27 28 -21 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00026596835260207368 -0.0038521440986269842 -0.01454738036825701 -0.0044402005931391195 0.0047649392094230719 0.021686555591810472 0.03349129857335463 0.018051322694089676 0.015940177397938852 -0.05679661626117654 0.0037244065354101342 -0.020479747228243843 0.017159694045554268 0.028907413548847551 0.013693025329094763 -0.026645531283396924 0.059220588877482286 -0.034406542682758376 0.010281853573033699 0.047087314398587293 -0.046318989145126339 -0.030409198060569045 -0.025975742870746221 -0.069627246057094916 -0.010735268556278548 -0.014723005245846993 0.021112736445666833 0.026394968551323457 -0.053736424055692761 -0.034223716934914231 0.088981715696727123
leaf_count=339227 4671 636 1878 380 1122 1028 782 1378 48 5533 718 388 185 459 1018 32 206 101 33 40 326 163 47 721 179 272 42 71 214 33
internal_value=0 0.0412048 0.0507446 0.0770595 -0.026544 0.118685 0.273838 0.0567303 0.581633 0.00330069 0.114935 -0.033787 -0.186665 -0.234736 -0.390744 0.0356824 -0.443923 0.168089 0.101757 0.628358 -0.166106 0.145921 0.185003 -0.00635955 0.336129 0.378196 -0.501573 -0.304921 -0.456836 0.599211
internal_count=361931 22704 22068 17397 4921 12476 3361 9115 1116 7737 2245 1463 1075 2095 1398 697 238 357 2826 1068 2204 2579 2416 1115 1301 394 89 172 247 305
shrinkage=0.05


Tree=4934
num_leaves=31
num_cat=0
split_feature=785 519 728 872 689 1025 796 1257 421 588 657 964 650 905 695 1435 750 942 1186 150 830 483 567 645 973 518 416 540 1466 759
split_gain=15.7491 13.2345 20.9425 21.5685 20.5095 21.2169 19.7791 20.8527 19.5022 19.9267 25.8712 19.4952 19.1248 18.8857 18.6047 18.6061 18.3682 18.0333 17.9844 17.8114 18.9922 19.9178 19.5615 17.8055 18.1548 17.2459 18.0604 17.0709 16.7804 16.7648
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 3.0757328524286596 -1.1110989058077336 1.0000000180025095e-35 0.38087715954262297 0.94465106549325617 2.6287012352426902 2.250834115212506 1.0000000180025095e-35 1.0000000180025095e-35 1.6923072129381651 2.1634110522059333 2.1097569808217282 0.89654117410713363 1.0000000180025095e-35 2.231519495564001 0.77832661901905575 1.4811495824289289 1.1278913153937258 -0.43920028742283707 1.0008309225467011 1.0999280683389623 -0.3520936843062038 1.0794040238867422 0.90571909922259353 0.99026637822014563 0.69604103696988961 -0.76404611772335584
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 14 -4 13 9 11 29 16 23 -8 15 17 19 -6 -19 -7 22 -22 -21 24 -2 26 -14 -5 -29 -11
right_child=1 -3 3 27 5 8 7 -9 -10 10 -12 -13 25 -15 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.0432918913886188e-05 3.5571753512422666e-05 3.7386974942391112e-05 5.5712180855360715e-05 0.00023270506771640555 -2.8078794912237989e-06 -6.4443170166892492e-05 -3.4940801073689588e-05 -0.00028282804837346208 -0.00034716096445071867 -0.00035643987114383573 0.00025935105773291893 -1.9653669068302812e-05 2.3945988399970311e-05 0.00060154265032360404 -0.0002117004700699481 -8.4119262153466753e-05 -0.00020526332873080453 0.00024258944560632807 -9.262701089463893e-05 -0.00033953968434392563 0.00070371814128221877 -0.0001591835364774388 5.50564661373969e-05 0.00010020291768922471 -5.5930312530886629e-05 0.00040689674993191872 0.00036664157321623101 -4.7036194604854063e-05 -0.0011934599318824755 2.5410976766233325e-05
leaf_count=29559 20388 21518 25494 2417 71892 64059 8178 1993 1865 813 1997 29480 4478 200 2654 15644 12060 2552 1007 4333 233 385 875 7761 24809 857 890 448 68 3024
internal_value=0 -0.0134121 -0.0178614 -0.0281026 -0.0308653 -0.0402861 0.021792 -0.0681894 -0.0636292 -0.0599904 0.0673965 -0.0685745 0.0206353 -0.014354 -0.0143687 -0.00881456 -0.0921055 0.00612889 0.154186 -0.0784815 -0.214107 0.177974 -0.268834 0.00634143 -0.0122828 0.140505 0.0876796 0.157962 -0.192273 -0.0466744
internal_count=361931 332372 310854 251671 248738 212873 35865 10371 119124 117259 5834 111425 59183 8378 93749 91095 81945 75451 3559 69885 5826 618 5208 52958 45197 6225 5368 2933 516 3837
shrinkage=0.000980392


Tree=4935
num_leaves=31
num_cat=0
split_feature=785 332 395 203 540 1450 1454 789 872 942 1040 7 386 634 816 458 296 1464 1451 560 976 223 1469 1449 461 1464 1453 1252 1427 183
split_gain=15.9735 14.9336 40.0973 21.804 21.0024 31.0131 24.1643 21.1283 20.0906 37.5376 24.6531 22.4858 22.8385 22.6728 22.2996 20.0088 20.2876 23.5763 24.9019 19.0846 19.6422 18.6456 18.6108 18.3763 18.7848 18.7992 24.4904 19.9727 20.8047 18.3519
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.99026637822014563 -0.35262914890079794 0.50933602050530713 1.1248358748350926 1.0000000180025095e-35 2.231519495564001 -0.52037178935754602 0.94425071421226758 -0.5842495347762191 -0.49452392159050335 -0.92870374882376117 1.0000000180025095e-35 0.30327897278366861 0.23587932444621237 -0.30536821463819236 -0.19050337961739619 -1.2591201791253208 2.0904034460631342 -1.2083100587446829 1.6835273741192649 4.2641419949670061 -0.26622605535981053 2.3708191026352732 -1.093351315452985 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 15 23 8 29 10 -10 12 13 -12 -11 16 17 18 -6 -9 -21 -14 -8 24 25 26 27 -7 -29 -3
right_child=1 4 -4 -5 5 6 22 19 9 14 11 -13 21 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.9549420374636289e-05 -6.3883278460037348e-05 -5.3063817605273598e-06 -3.1835596543296727e-06 -0.00019218474335073635 -0.00027115841107778013 -0.00017653010017745332 0.00036380886286548568 4.8746387485736804e-06 -4.7844508519167487e-05 -0.00010706542545917411 -0.00024074525058000122 -7.0535963853312472e-05 8.620215415455052e-05 3.1574082856723191e-05 0.00040749205662816274 -0.00012837443817388528 0.00024172898326985752 0.00020249015394045367 6.3942379963529016e-05 0.00022521987123457838 -0.00014232960616209891 0.00040540183398048168 -8.4029583005518677e-05 0.00060062359026331652 -0.0015496665162914275 5.9352548643860903e-05 -0.0011004526607182609 0.00013103557462722945 0.00041745165089261102 -9.268506859044414e-05
leaf_count=29559 52920 43316 82513 20329 1887 400 422 10551 22336 469 2125 7224 26551 5384 1630 4547 1674 1426 1797 784 14605 883 2896 374 29 3877 57 1723 2545 17098
internal_value=0 -0.0147006 -0.0342047 -0.0896337 -0.00143866 0.0548894 0.125709 -0.0122882 -0.000367614 0.026416 0.0159028 0.046414 0.0688009 -0.0389289 0.30183 -0.0240104 0.0472623 -0.0173538 -0.105868 -0.0737964 -0.125589 0.098508 -0.0253354 0.180404 0.160605 0.165859 0.253053 0.268951 0.309128 -0.0314436
internal_count=361931 332372 155762 73249 176610 23654 12323 152956 127016 66602 64503 42167 34943 7509 2099 11331 6784 5110 3684 25940 15389 27434 3318 9005 8631 8602 4725 4668 4268 60414
shrinkage=0.000980392


Tree=4936
num_leaves=31
num_cat=0
split_feature=50 56 1470 785 519 1076 1045 894 74 727 261 588 503 18 1211 425 285 694 837 632 651 625 1380 491 704 349 43 825 362 1466
split_gain=15.5414 28.5697 16.876 16.5911 18.0003 17.1199 18.2561 17.4532 21.1142 16.8088 18.7088 17.7264 16.3013 18.5282 16.1056 17.3449 16.5977 18.6628 16.1616 16.8897 15.884 15.7618 15.6781 16.8119 15.5354 16.4976 15.5121 21.2239 16.144 15.5024
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 0.52375730711631996 0.96742979996179246 -0.47754055229945586 1.0000000180025095e-35 1.0000000180025095e-35 -0.31407487021714353 1.0430311987614413 1.0854964409097558 1.0000000180025095e-35 -0.96113484124246151 -0.84851839572783827 2.350460828006812 -1.1585235522048167 1.4962104704003825 1.1107569744011787 -0.017955469894245877 0.53771263013147064 0.09227461079809153 -1.4203597439215636 -1.2019654518047493 1.0000000180025095e-35 -1.3782055633747541 1.9996750915044907 0.57156622312866312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 29 14 -9 -6 12 -12 -11 -14 15 -7 17 -17 19 -18 -4 24 -22 -24 -16 -26 27 -3 -29 -5
right_child=3 26 20 4 9 7 -8 8 -10 10 11 -13 13 -15 21 16 18 -19 -20 -21 22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=5.5457912917579485e-05 7.3081061796480206e-05 -0.00010488299465683924 -0.00010350754381908663 -1.9916859667494888e-05 -1.9211709665190819e-05 -0.00018231820652997327 7.2627035804156509e-05 -0.00022948433616644246 -4.4627140560248423e-05 7.9414194145432934e-05 6.4888903925033653e-05 0.0003802997738835651 -0.00069672250288676791 0.00063078006053006376 0.00051114287606346962 6.1499893613965026e-05 0.00022072691216480289 0.00073632640773878028 -7.5164206550640457e-05 -0.00067804071203678834 -4.8218341200120923e-05 -5.5192776702645718e-05 5.358641707130906e-05 0.00056106168377465166 0.00061366599045182765 6.2312863298072293e-05 -7.155910175044948e-05 2.7920410871715557e-05 -0.00016577185657251398 5.2957829361500403e-05
leaf_count=4567 14774 9843 63589 77798 5171 5776 16867 5752 8684 2955 1206 1977 244 50 505 4678 1601 190 19448 122 4385 5885 1073 478 286 7301 18784 59310 2520 16112
internal_value=0 -0.0299561 -0.0750587 0.00187904 -0.00414788 -0.010465 0.00529498 -0.0439252 -0.116049 0.0773049 0.146199 0.261663 0.036091 -0.445769 -0.0206461 -0.0508266 -0.0272354 0.0940278 -0.0567852 0.16147 -0.0891644 0.0472592 0.028716 0.229301 0.110205 0.0850806 -0.00536896 0.00838911 0.0216672 -0.0067308
internal_count=361931 164549 74092 197382 182608 171005 110777 60228 14436 11603 6432 3183 3249 294 45792 31815 26039 4868 21171 1723 69525 13977 5936 1551 8092 7587 90457 71673 61830 93910
shrinkage=0.000980392


Tree=4937
num_leaves=31
num_cat=0
split_feature=50 56 635 311 765 81 752 500 1311 217 1380 1452 569 16 140 915 1391 909 494 333 777 986 873 1103 902 1306 203 401 901 356
split_gain=8.86718 16.828 13.0261 17.4579 16.324 16.1891 19.0649 20.5006 15.855 15.0225 15.0129 20.5361 14.6134 14.4246 14.4364 14.0423 13.7561 14.9034 14.6955 13.6667 18.8915 17.488 16.222 17.3344 16.5137 15.7847 15.6401 18.0752 15.0041 14.8005
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.69173595090600304 -0.58224914894363211 2.1763216024766678 0.75192045629675064 0.16746147319753801 -0.72362316469259758 0.66953278919738846 1.2501531275484845 0.31117010230779091 1.0917211187029585 1.2247237280352177 2.2415112067642853 -0.47782463685944487 0.59752726624774799 1.2961373063981656 1.3916461297928013 2.5289476299044931 1.0308016862606064 0.19906561602676801 0.23319877721084994 2.242218440812676 -0.46121352240605806 -0.90489779771858025 -0.28068080567056852 1.0605395091208547 0.66778437295061321 0.96927331304388542 -0.0091192638890234407
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 4 5 13 9 -8 15 -7 12 -12 16 -4 -15 -9 18 -18 -5 26 21 -21 23 -23 -25 -26 -1 29 -27 -28
right_child=-2 -3 3 10 -6 6 7 8 -10 -11 11 -13 -14 14 -16 -17 17 -19 -20 20 -22 22 -24 24 25 28 27 -29 -30 -31
leaf_value=-0.0010514202452648559 0.00036472491906594035 0.00010112312018548552 -0.011594828344686893 0.0035268793170266941 -0.054956075355688541 -0.042903680529726151 -0.024888903197771831 0.0068660450830209932 0.068156598515598951 0.048194863319689411 0.014585584449980841 -0.02649884691433196 -0.021061982455820846 -0.031226709445143792 0.067058864506722743 0.065660857435296052 -0.026610576169856705 0.048025484188171597 0.055313409264894725 -0.013551012267546814 0.0041030503194925136 -0.011913423349278472 -0.064010297550144576 -0.057260942515519941 0.0054109484202771669 0.02800661659603201 -0.0040447960524179786 0.037698197620268964 0.10265629470057128 -0.015845937512503055
leaf_count=34593 197382 90457 3285 4302 168 232 138 307 115 44 2637 218 584 69 69 66 463 40 64 7035 2179 904 55 91 758 321 9964 133 46 5212
internal_value=0 -0.0168775 -0.0518621 0.0230427 -0.123805 -0.0940471 0.20619 0.403469 0.618238 -0.508971 0.0875676 0.232837 0.00683027 -0.192842 0.706557 0.369382 0.0483226 -0.373059 0.0918467 -0.0713432 -0.154958 -0.206983 0.0103945 0.0543621 0.268631 0.341814 -0.048271 -0.151673 0.787122 -0.168911
internal_count=361931 164549 74092 12801 4493 4325 902 626 488 276 8308 2855 5453 3423 138 373 4869 503 4366 61291 11389 9210 2175 2120 1216 1125 49902 15309 367 15176
shrinkage=0.05


Tree=4938
num_leaves=31
num_cat=0
split_feature=785 519 713 921 783 930 645 486 848 774 791 746 809 289 1437 706 854 797 797 965 414 1243 1035 476 1185 493 697 578 565 755
split_gain=15.4277 14.3948 19.2982 23.9097 46.6976 22.419 21.8584 20.4353 19.8348 19.4117 19.3368 31.6089 27.4807 23.9779 21.9759 21.1015 20.4394 84.4747 21.6321 23.8565 25.2328 19.7973 21.319 19.0947 23.5436 19.5008 19.2529 18.9867 18.7906 18.6701
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.66777575187080795 1.8692550303841236 3.5086024243106082 1.5033568469461875 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 0.03945264047130545 -0.87473648844905705 0.63961785378869596 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 0.1517318052922412 -0.34755022397939389 0.52296557744356353 -0.71602247989319323 -0.012178551342102736 -1.3134482500320694 1.1070026357714988 1.1604233505739945 1.5226375783121155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 10 9 7 -6 23 -7 -5 16 12 13 -12 27 -15 17 -4 21 20 -20 -18 -23 26 25 -25 -2 -14 -10 -24
right_child=1 -3 3 4 6 8 -8 -9 28 -11 11 -13 14 15 -16 -17 18 -19 19 -21 -22 22 29 24 -26 -27 -28 -29 -30 -31
leaf_value=4.0670573589315288e-05 0.00037197990673305695 4.0280035359870767e-05 -0.00011230803567007194 -3.6518198688908654e-05 0.00011385596224229141 -2.8157977140167216e-05 0.00039172751715889646 0.00030971256482072829 0.00020222494603999518 0.00015971111040972858 -0.00029707792667446603 0.00010469259614454103 -1.6255204569196262e-05 2.040908903736941e-05 0.00024757053575581348 -0.00014293648830811823 -2.1793231001398903e-05 0.00029001394120786581 -1.4194920644539807e-05 -0.00018470358973982225 -0.00022972363718483388 -0.00018666680303777432 -7.4337805753177169e-05 6.6264849967633753e-05 0.00019225870064187275 -0.00037420541794875461 -2.315392632290816e-05 0.00023116470281936356 0.0012454165966347397 0.00017521099341008322
leaf_count=29559 632 21518 7332 25374 4982 30444 1756 1436 534 2714 5860 10309 26230 10268 1632 12918 71738 3676 15858 16005 4096 12068 17031 1697 6474 790 13808 1981 89 3122
internal_value=0 -0.0126689 -0.0173128 -0.0267757 0.0293449 0.0211085 0.190384 0.0729764 -0.0200978 -0.0156611 -0.0367791 -0.00200156 -0.0282134 -0.0968658 0.0165987 -0.0638967 -0.0521613 0.0415889 -0.0608606 -0.114005 -0.0581536 -0.0431117 -0.0982558 0.0548625 0.131074 -0.0628245 -0.00311196 -0.000635998 0.373386 -0.0492601
internal_count=361931 332372 310854 254950 34826 55904 6738 24837 31067 28088 220124 69198 58889 29046 29843 23186 150926 11008 139918 35959 19954 103959 32221 23401 8961 2487 14440 28211 623 20153
shrinkage=0.000980392


Tree=4939
num_leaves=31
num_cat=0
split_feature=785 728 728 852 1175 209 1037 1115 1469 1369 140 1077 900 1383 902 67 422 1467 1114 1180 694 647 590 351 570 636 50 1047 1424 759
split_gain=14.3756 13.9857 12.5865 17.3325 23.3519 22.9779 21.5495 20.3008 18.8783 21.7193 18.6334 18.7795 18.3952 17.5832 17.0387 16.6658 18.2095 16.5106 16.2255 17.0095 16.0303 15.6676 35.5008 16.0216 15.5383 17.1408 15.6806 16.6141 17.3177 16.2592
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 -0.65609391801188754 -1.0573369817776388 -0.028015989073536769 0.66748931061310712 -1.3381350792132791 1.0000000180025095e-35 1.8790564127931246 4.2406324835638474 2.1273853924476502 -1.0318768662434141 2.0947916829856985 0.2639097113453524 0.1815504482713273 3.2089320700182484 2.0550188226343908 2.1966529663752774 0.047711303112312357 -0.87782724458594241 0.58895901036483078 2.116766141447274 -0.48460852809644533 2.4129057422810987 1.4829784501753427 -1.0794544675301283 1.0000000180025095e-35 1.4616517543220227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 6 13 -5 18 9 -7 11 12 -10 -6 17 -9 -17 -2 19 -8 -14 22 23 -4 -23 26 -26 28 -28 -29
right_child=2 -3 21 4 5 8 7 15 10 -11 -12 -13 20 -15 -16 16 -18 -19 -20 -21 -22 24 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.00010546442122040149 -2.7587194145192573e-05 5.4606116486522006e-05 -1.6144345409564008e-05 -0.00012837099663264728 -0.00043240871491841831 8.4189057531856479e-05 0.00017121583695053425 -0.00029895663311003691 6.4026907573993226e-05 -0.00062054427445799973 -0.00011508361396207265 -0.000949639643756934 0.0003932421895623101 -4.9134321864166376e-05 8.130392826010751e-05 -0.00025715060480568767 0.00078318979222827072 0.00015185395512304749 -0.00046021163295883961 -0.00022421100562107393 -7.4000480348646733e-05 -3.3802483859420314e-06 0.00035576743903367833 -0.00096471188312889959 -9.2595496953786597e-05 0.0003340649653995927 0.0010188710243669917 -3.6353261886265836e-05 -1.7129037641448252e-05 0.00043502093462952567
leaf_count=3396 147599 26163 4684 10098 941 369 4881 1427 45542 389 2670 94 1336 4721 8293 161 135 2332 282 729 438 33370 1384 137 55011 602 189 3990 190 378
internal_value=0 0.0392381 -0.013043 -0.00455932 0.0233214 0.0437392 -0.0543533 0.0374556 0.0569997 -0.275437 0.0623048 0.0721468 0.0739532 -0.10488 -0.0188992 -0.186992 0.265028 -0.0247441 0.102345 0.12859 0.287323 -0.0387819 0.0777001 -0.0388146 -0.0481951 -0.0744605 -0.0794159 0.0472994 0.54497 0.0090597
internal_count=361931 29559 332372 232437 74213 56500 17713 7615 50838 758 50080 47410 47316 5662 158224 1723 296 149931 5892 5610 1774 99935 6205 4821 93730 60360 59758 4747 379 4368
shrinkage=0.000980392


Tree=4940
num_leaves=31
num_cat=0
split_feature=785 519 713 930 921 783 645 486 774 848 657 695 924 1368 460 1028 10 565 842 1457 833 912 1088 1459 699 1463 21 1458 1122 1454
split_gain=16.8263 15.53 20.5693 23.7923 22.5361 46.7816 22.2502 20.8799 20.3039 19.1391 18.9558 19.2688 21.1043 19.0479 18.9132 18.6284 18.5506 18.2733 18.0566 17.9996 17.9638 17.4427 20.4815 17.4004 22.6253 21.9227 21.3097 20.5981 19.338 18.9554
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.66777575187080795 1.8692550303841236 1.5033568469461875 3.5086024243106082 -0.80522708219444705 2.1097569808217282 1.8999064755685127 0.70892277612114496 4.3297121247051882 -0.35861621905537377 -0.23034647385973939 1.1604233505739945 -0.75742693342923417 3.1272900881009673 -0.80201290801470704 0.41325020809808216 1.3828769186765884 -0.32303709040653633 3.0911051050642997 0.093599294775546141 -1.0798509198017876 -0.48054573248838922 0.046189418854665792 1.3763541472649148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 10 8 -7 15 -6 -5 -4 12 13 23 19 21 -13 18 -11 -15 -14 22 -2 24 25 -12 -27 29 -25 -28
right_child=1 -3 4 9 5 6 -8 -9 -10 17 11 16 20 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 28 -26 26 27 -29 -30 -31
leaf_value=-2.4202065800916484e-06 3.4565602214052511e-06 -3.2131142418222887e-06 -0.00013709003404539262 -7.3490217240636453e-05 -8.3996889942327053e-05 6.6137896397382747e-05 0.00034691554428619348 0.00026820136459054713 0.00011571362835521409 -0.00022310132474208434 -0.00016034303111944084 -9.6659816992481775e-05 0.00023012730399854593 -3.803476583062012e-05 0.001696823581746871 7.2098741668035594e-05 -0.00038137656768136063 0.0011751475430803291 0.00058491483573608935 0.00046533478890769674 -1.4666138454037607e-05 -0.00033602460281675418 -0.00035873824612681673 -4.1545518938798979e-05 0.00037405288048205547 0.00024541191704848848 -0.00023306742973320185 -2.0196715571086242e-05 -0.00012963055848274778 0.00032538560000423491
leaf_count=29559 10289 21518 36644 30444 25374 4982 1756 1436 2714 302 39876 3128 1984 35319 42 10827 2517 89 232 306 11704 1302 983 49376 513 1257 5456 10251 21478 273
internal_value=0 -0.0590786 -0.063836 -0.0244166 -0.0735163 -0.0193238 0.141975 0.028708 -0.0638211 -0.0665581 -0.0831255 -0.0740316 -0.0697908 -0.0776014 -0.0321557 0.010569 -0.217462 0.317816 0.154172 -0.0336986 0.0180249 -0.0570181 -0.0281008 -0.0924351 -0.124822 -0.129613 -0.0596915 -0.0824614 -0.0672145 -0.200862
internal_count=361931 332372 310854 55904 254950 34826 6738 24837 28088 31067 220124 183480 177835 164147 35667 23401 5645 623 534 35625 13688 12574 11272 128480 57626 57113 17237 15980 70854 5729
shrinkage=0.000980392


Tree=4941
num_leaves=31
num_cat=0
split_feature=785 728 585 631 503 21 1321 630 500 283 557 424 1250 1465 152 269 158 1186 974 769 1394 691 87 628 1325 86 762 1392 1331 632
split_gain=9.18625 10.9552 10.505 12.5748 14.251 13.5349 14.6823 15.7164 16.4921 17.8344 16.486 15.6472 14.6923 13.3636 13.0097 12.3581 14.9009 14.8615 14.1442 13.7293 13.8843 13.3425 15.076 13.4851 12.8611 14.0021 13.0573 12.7229 12.6015 12.3315
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 -1.0967149900216933 -0.93361756603436674 1.0000000180025095e-35 -1.0378267370790384 0.046820337097599092 0.254420216113945 -0.71907506254202691 -0.43901297252741273 -0.63382698988335784 0.89044267662493548 0.43689596626273214 -0.60236306178191334 1.0000000180025095e-35 2.6096961068695737 -1.0416992120748916 1.7513839316465798 -0.18459183902417517 -0.095961457254258434 0.038558806309539638 0.069716094892561309 1.5884539900009791 -0.76306816684356316 -1.2678051044269665 1.0089140671603436 2.3737183076334505 -0.87038982694785894 -0.84132271303566375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 -4 -5 13 -7 8 9 10 -8 14 -10 -6 -11 21 17 19 -19 20 -17 22 23 -3 25 -23 -27 -20 -21 -26
right_child=-2 2 3 4 5 6 7 -9 12 11 -12 -13 -14 -15 -16 16 -18 18 27 28 -22 24 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.004791766622360848 -0.00036663559262942744 0.013379768185689634 -0.012650405047806011 0.015452554402942143 -0.0075241316321856475 0.022673420196648975 0.008606508657171337 0.0086290809857218053 0.0025355489202324387 0.010319566218739525 -0.030910929114064761 0.0040789639481681539 0.033904313594890656 0.0069452527542174835 -0.02958113511828564 0.012883803478059321 0.045669241390827918 0.0067449808163806933 0.035671763312937317 0.016904707580958495 -0.025608736502417975 0.040001191372700369 -0.012369917607953348 -0.0305852426600993 -0.03484881867441425 -0.048543340923384637 0.045971414380300675 -0.046818858531957178 -0.056021530897612241 0.0010335794782347872
leaf_count=3396 332372 1278 932 843 3707 496 184 2665 1153 145 636 1468 226 1001 398 339 109 7968 343 37 177 28 506 103 149 259 23 26 139 825
internal_value=0 0.0345858 0.0491877 0.00669364 0.0243763 0.00484984 0.0654304 0.0393999 -0.0472308 -0.148391 -0.44029 -0.0364515 0.150302 -0.0882745 -0.372477 0.096973 0.138931 0.128289 0.154391 -0.190961 -0.0128594 -0.0239826 0.0934744 0.209727 -0.205112 -0.635012 -0.814775 0.594558 -0.762849 -0.0838479
internal_count=361931 29559 26163 13854 12922 12079 7371 6875 4210 2831 820 2011 1379 4708 543 12309 9138 9029 8337 692 516 3171 1887 1381 1284 310 282 369 176 974
shrinkage=0.05


Tree=4942
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 351 982 1183 878 859 771 897 277 1452 560 1453 1436 348 14 493 1174 280 796 772 1315 381 140 1325
split_gain=18.9451 17.339 18.3608 18.8352 21.4173 16.7731 35.965 15.9772 15.8542 16.9669 15.6017 15.7718 15.6595 16.2365 16.3366 15.5172 18.1152 18.2731 16.6602 16.4812 16.022 15.8176 15.5799 16.4278 15.3975 17.2368 16.7168 17.4298 18.4585 16.4841
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 2.116766141447274 0.51333401215625141 -1.3559834075917185 2.630508148566769 -0.98545034728205338 1.1328087716545792 -1.0635491327236573 1.623782785822806 -0.58911782507014421 2.4006304454045675 0.058091628562482463 1.0000000180025095e-35 0.63832823187326271 -0.078422502182330253 3.0199166187649369 -0.41774544101369948 -1.3466882890892022 0.38087715954262297 -0.31819519171374361 0.26648455616813943 -0.32502189658861175 -0.4319857833815991 -0.95554185614442355
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 15 8 6 7 24 9 -5 11 -6 13 -13 -15 -4 17 18 22 -19 -21 -20 -17 -24 -3 26 27 28 -26 -28
right_child=1 5 3 4 10 -7 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 19 21 20 -22 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=4.093599821481546e-05 -1.7958947713123903e-05 -0.00011745432452714102 8.5404292815436582e-05 -0.0014081140903571697 0.00044797192885110223 -5.6766087590106146e-05 0.00035153514391263202 -0.00096665346236032271 -0.00063538800084594785 3.8361944278352479e-05 -0.00070840679900126301 0.00048751921410537802 -0.00036019805601821665 0.00015754107584761706 -0.00040567958559214378 -1.4230561068057428e-05 -0.00039308634120405894 1.2706441929898306e-05 -1.8098763647797212e-06 3.4079287613611438e-05 0.00039348598644431746 0.0010350153826123732 0.00088486242513003994 -0.0002505271533184524 0.0016274507032860595 -4.492771882419897e-06 -0.000473129637467553 -0.00026395169436620414 6.2534822229796003e-05 0.0017016606465234388
leaf_count=29559 190291 3298 9288 45 983 93730 1384 137 265 984 82 634 262 4078 262 2924 582 6444 8691 1101 1120 63 59 4279 68 924 31 178 97 88
internal_value=0 -0.0181158 -0.00816753 0.0333866 0.129921 -0.0482072 0.0720219 -0.0448669 -0.127393 -0.0146386 0.180842 0.193498 0.149008 0.175347 0.129303 0.0105548 -0.0187728 -0.00928688 -0.0551608 0.0724076 0.230526 0.0064119 -0.141815 -0.236171 -0.0226072 0.190019 0.568976 0.286358 0.831846 1.31485
internal_count=361931 332372 232437 42146 7595 99935 6205 4821 1294 1029 6301 6219 5236 4974 4340 34551 25263 24681 16016 8665 2221 8754 7262 4338 4684 1386 462 343 165 119
shrinkage=0.000980392


Tree=4943
num_leaves=31
num_cat=0
split_feature=733 1312 1326 914 1422 276 189 82 710 354 428 905 1381 1178 431 428 956 603 833 1253 695 0 1313 832 1104 362 294 421 7 4
split_gain=9.03727 12.7288 16.6543 15.4245 16.7411 16.8813 15.9172 18.0352 19.7035 17.2367 19.6862 17.0906 16.6192 19.9072 16.3065 16.8259 15.7198 19.1495 15.709 16.8557 15.2996 15.2655 14.8708 14.4339 16.8572 14.6218 14.2737 14.2301 13.8646 13.7872
threshold=1.0000000180025095e-35 0.31519285594324048 2.15724710703013 0.35828911833141203 -0.47136562738859977 1.1069814055719449 1.0000000180025095e-35 -1.0287172060780065 0.58490922807009926 -0.95507959415204147 1.9213959352038696 -1.4561553964588234 -0.76817995453555066 -0.4771110053613265 0.91706450112811655 -0.11481978645072852 1.0000000180025095e-35 1.0000000180025095e-35 0.15636686492461402 0.54404066862252742 -0.62939898243875192 -0.048706952389833282 0.13569236905633339 0.72617489638090482 -1.0645617207724347 -1.4516076513928886 1.6466303103531958 2.06121691206264 0.2234618479913521 0.40178470409814887
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 23 8 14 -9 12 -10 13 -11 -8 -16 17 20 19 -15 -7 -13 26 25 -25 -5 -6 -28 -27 -23
right_child=1 3 -4 6 22 16 7 9 11 10 -12 21 -14 18 15 -17 -18 -19 -20 -21 -22 29 -24 24 -26 28 27 -29 -30 -31
leaf_value=8.4586326246723314e-05 -0.00087176041753937944 -0.01583692326744518 0.013830877757456944 -0.052182870543261012 -0.001415998696344191 0.060079232241547459 -0.018984614792526555 0.019659359098747008 -0.043136528483466816 -0.048356428071396028 0.042841189328506085 0.037473779897241932 -0.028604001925327915 -0.050386203822497061 0.011130601008590965 0.14794505932818339 -0.012861204863700694 0.070752407504852691 0.068921752384051904 0.064119545426771993 -0.031058623506698031 0.081473613325578786 -0.011905639674551176 -0.029479097601363302 0.025622172557520209 0.0099629392278244699 0.017766990630800658 0.12370524906578079 -0.0095949929348251028 0.22859070449035657
leaf_count=290164 48741 5094 1144 113 5420 34 441 268 47 116 80 94 1855 84 124 26 312 102 75 43 91 37 2609 164 1074 1825 570 35 1122 27
internal_value=0 -0.0310892 -0.00947318 -0.0900134 -0.143157 -0.26243 0.0181993 -0.15485 0.297916 -0.274884 -0.373243 1.08741 -0.443238 0.153005 -0.0609636 1.00915 0.174514 0.637482 0.615326 -0.141205 -0.0114596 1.49067 -0.065125 0.122323 0.393822 0.0259291 0.0139329 0.466593 0.0595162 2.63434
internal_count=361931 71767 49885 21882 14267 5633 7615 3317 796 2521 2253 205 2173 318 591 150 539 227 202 127 125 158 8634 4298 1238 3060 6025 605 2947 64
shrinkage=0.05


Tree=4944
num_leaves=31
num_cat=0
split_feature=785 728 519 713 650 645 872 689 1025 659 21 1061 1004 813 695 796 1257 905 518 540 622 1392 564 1356 1466 206 16 557 860 154
split_gain=16.0261 13.8792 13.4711 19.2686 22.2118 22.3321 21.746 20.301 22.6582 20.174 19.7054 21.3001 33.3597 19.7538 19.0593 18.8658 19.1151 20.1179 18.1663 17.588 16.8926 17.1274 16.8912 16.8889 26.6387 22.5713 19.9487 22.7538 17.7823 19.4213
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 1.0000000180025095e-35 1.6923072129381651 0.66777575187080795 3.0757328524286596 -1.1110989058077336 1.0000000180025095e-35 2.2359170208873898 -1.6471741456694959 -0.87357009987099121 0.59444477453878863 0.44561103650162237 2.1097569808217282 0.38087715954262297 0.97780453863806405 2.1634110522059333 1.0794040238867422 0.99026637822014563 -0.0034216825924112183 -1.2611630159725589 -0.87563724906412643 1.0000000180025095e-35 0.45502499280034486 -0.67234590578873088 -0.079828948228291355 2.8558629426730668 1.4348750920495499 1.4070199827903092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 7 15 14 23 20 12 13 -12 -9 -5 17 -17 -6 -8 -10 -22 -14 26 -25 -26 28 -28 -2 -30
right_child=2 -3 -4 6 18 -7 19 8 10 -11 11 -13 22 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.00010391784171528425 2.1122803217961942e-05 5.5467307145157475e-05 3.6319604729894038e-05 5.3296184097325484e-05 9.3092605459703406e-05 9.5320864626822574e-05 0.00023132497949279295 -8.5707520307486187e-06 -0.00011900004304421242 0.0001592032297765727 0.00015086986713867939 -7.711503022626524e-05 -0.00051432201379618848 -0.00013537286545218789 -0.00021235284070341087 -3.7154152330065639e-05 -0.00027303855055186692 0.00061302118551557095 0.0004278092496154813 -0.00019444801007855884 -0.00079487266122697082 0.00040768436395238527 0.00039374296571170362 -0.00017411199405367684 -0.00035618664075295713 0.00020282398503711048 -6.1374909695289596e-05 -0.00068374853350653558 0.00033797132916338357 -0.0006608705511937363
leaf_count=3396 13677 26163 21518 25832 5128 9620 2449 92184 913 3017 2256 110574 157 3830 2690 8396 1968 204 826 519 140 1466 1372 8168 424 1730 11223 358 1601 132
internal_value=0 0.0402066 -0.0149398 -0.0194278 0.0189363 0.00292729 -0.0288777 -0.0316289 -0.0409332 -0.0223501 -0.0648334 -0.0691933 0.0528747 -0.035041 -0.0143296 0.0202945 -0.0664273 -0.0163807 0.15102 0.156475 0.17594 0.346115 0.338901 -0.0371306 -0.114794 0.0987001 -0.00534249 -0.0807082 0.0491862 0.277607
internal_count=361931 29559 332372 310854 55904 49950 254950 251982 215582 40330 120708 118189 7615 6086 94874 36400 10568 8600 5954 2968 2519 1606 1529 37313 10322 2154 26991 11581 15410 1733
shrinkage=0.000980392


Tree=4945
num_leaves=31
num_cat=0
split_feature=1097 1303 1470 62 21 347 710 1191 363 774 698 361 1247 493 210 353 13 773 489 552 1299 1318 806 21 12 1175 326 1043 910 622
split_gain=9.03655 17.9844 19.9197 17.672 16.2156 18.2582 15.8418 21.3328 18.4643 17.4205 17.0007 16.49 15.8231 15.5774 15.7235 15.4673 20.0207 17.0635 20.6882 21.3866 20.326 17.6845 17.5108 17.0411 16.1971 15.8387 15.7709 18.2812 17.7112 19.0588
threshold=-0.64966988391888181 1.7160994611581364 -1.1417127449306028 -0.37712515092315846 0.43301101584543472 -1.4447516741193682 -0.090313856420804153 -0.7790159429448843 -0.76377474515050958 -0.78878847090889592 2.3799726056788191 0.51603582665160497 -0.893612493802589 0.79399150865681467 1.1868217877632896 0.049809837245848844 1.766607811690817 0.29488359498462119 -0.94108365324812893 0.20201637197684716 1.0000000180025095e-35 0.68206807788001977 1.4741736162398185 -0.51252769393407926 0.75455791380307247 -1.2427628398021653 1.6390506412245707 2.4077388736549472 -0.31785222273046027 0.38099776054349815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 9 11 13 -10 12 -8 14 -3 -4 17 22 -19 -20 21 23 -17 24 -21 -24 27 -22 -28 -30
right_child=-2 3 15 4 5 -7 8 -9 10 -11 -12 -13 -14 -15 -16 16 -18 18 19 20 26 -23 25 -25 -26 -27 28 -29 29 -31
leaf_value=0.0039458717280015012 0.00020057466514963743 0.064048790050994314 -0.0030097275393932577 -0.018100927614706944 0.075188425674014084 -0.0021450248661717868 -0.025547003698731769 -0.0150664549632801 -0.0024042319718819518 -0.0080247988559622434 0.08716321894072411 0.071470787107726891 0.032063575613281131 -0.05152964039314431 -0.038790233496744243 0.0022663023389787864 -0.011110822040640508 0.0097026730215200377 -0.0075713651268377556 -0.00099736392638630753 0.0051626288518700067 0.01180995259988982 -0.017494592776583644 -0.014524109990538055 0.04315617407387462 0.028024163303395605 0.076219907643059623 0.088536172329224005 0.034241837877246183 -0.063736363854990943
leaf_count=11696 241217 155 53936 3305 60 591 124 2559 1910 312 24 81 256 43 25 25953 2159 2037 9300 964 1214 961 164 1851 115 670 79 25 111 34
internal_value=0 -0.0226507 -0.0140441 -0.141024 -0.278028 0.088392 -0.0332173 -0.174367 0.134399 0.287884 -0.005963 0.564157 0.311267 0.783925 1.01479 -0.0270653 0.00527964 0.0173291 -0.0444553 -0.0763652 0.0424743 -0.0519987 0.0571458 -0.145058 0.0900401 0.408376 0.274291 0.155498 0.768332 0.318617
internal_count=361931 120714 111269 9445 3956 651 5489 3094 2395 535 1934 461 380 223 180 99573 45637 43478 16691 14654 5354 3891 26787 2930 1079 834 1463 1239 224 145
shrinkage=0.05


Tree=4946
num_leaves=31
num_cat=0
split_feature=785 519 728 872 678 332 1436 12 1218 930 1097 912 592 848 1463 565 540 268 793 575 842 1223 21 533 900 1449 227 1107 620 1449
split_gain=19.4009 18.1629 20.9375 24.4016 22.228 21.5453 23.1338 21.6631 20.7442 19.8011 20.5223 22.102 21.8921 19.4134 19.0117 18.9476 18.6586 18.4374 19.8492 18.9201 18.356 18.2879 18.177 18.9929 23.2891 20.2122 19.1375 20.3674 19.281 18.527
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 3.0757328524286596 0.34708990927187483 1.0000000180025095e-35 0.60428344764309971 -0.58399151183051878 3.9048232315577729 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 3.5086024243106082 3.3344277704427654 1.1604233505739945 0.99026637822014563 1.0000000180025095e-35 -0.54762983980573909 -0.86675834133512175 -0.75742693342923417 1.0000000180025095e-35 -1.6471741456694959 1.0000000180025095e-35 0.16160037013677994 0.66825084082819164 0.074712559578940171 -0.48334635113129781 0.13102810056866962 0.74561756370782817
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 8 6 21 -7 14 10 11 -2 -13 -11 22 20 -5 18 19 -3 -15 -6 29 24 -24 -25 28 -28 -26 -4
right_child=1 17 3 16 5 7 -8 -9 -10 13 -12 12 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 25 26 -27 27 -29 -30 -31
leaf_value=-9.3133130469889941e-07 -8.8115124210873243e-07 -0.00050272008924530257 -5.8879675187917339e-05 0.00019952718562012663 -0.00018199977387526955 -0.0001090345079417026 2.1904197686472985e-05 8.961570551932742e-06 0.00025244619117552395 -7.2381562326034218e-05 0.00010100120277741558 0.00025542119137387327 -0.00037994598670339767 -0.00021255630279957377 0.0001052159126956786 0.0011915034743933037 -0.0002409840106298558 -8.7451285072112617e-05 7.6707968438203613e-07 0.000229974868066875 0.00058671702905266571 -6.9079751531762542e-05 -0.00018259960049464316 -6.8348793253386971e-05 -0.00010710825819374186 -0.00015900153130125723 -0.00041519765564582481 -0.00011503673593960704 6.3336772492354743e-05 0.00035271863877996243
leaf_count=29559 15564 180 2305 2417 19180 9464 7156 29474 721 32213 8719 314 1720 323 2301 89 516 7713 10589 3036 241 16556 44120 74780 9947 15542 2470 6771 6931 1020
internal_value=0 -0.0617113 -0.0668485 -0.0769821 -0.0798698 -0.0502283 -0.0914172 -0.017133 -0.0976738 -0.028634 0.0184102 -0.0301027 -0.268268 -0.065776 -0.0998934 0.314898 0.12076 -0.00145559 0.0441295 0.19508 0.1545 -0.120296 -0.103402 -0.106952 -0.143276 -0.0862561 -0.0841796 -0.185968 -0.0354825 0.09572
internal_count=361931 332372 310854 251671 248738 81830 42892 38938 166908 59183 26317 17598 2034 32866 166187 653 2933 21518 13805 3216 564 35736 163886 160561 70239 90322 26119 9241 16878 3325
shrinkage=0.000980392


Tree=4947
num_leaves=31
num_cat=0
split_feature=785 519 713 872 678 934 332 1436 1218 486 12 533 900 551 1383 346 165 293 1013 1368 4 1029 562 1223 1467 1469 772 1320 1452 1470
split_gain=19.7606 15.7393 19.0966 24.8455 23.4008 23.0813 21.4539 24.8565 20.0672 19.017 18.9671 18.8807 21.5994 19.9267 21.037 18.6243 19.1394 19.4822 18.6225 22.6191 19.7788 19.3301 19.0909 18.5657 18.1762 19.0615 22.492 17.8828 17.7383 23.173
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 3.0757328524286596 0.34708990927187483 1.0000000180025095e-35 1.0000000180025095e-35 0.60428344764309971 3.9048232315577729 1.8692550303841236 -0.58399151183051878 1.0000000180025095e-35 0.54117268135534224 -0.66823847936584235 0.083048833323207422 -0.10321047508264365 -0.8956931617122329 1.7862911167713844 0.54050183860820311 2.0941200464680074 -0.68296856234536429 1.0000000180025095e-35 2.6889784732458417 1.0000000180025095e-35 1.4788072840855835 -0.55918495640170118 -0.32708329781331019 -1.1578981587949038 0.79547082264194502 1.1605466117522381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 8 9 7 23 11 -2 -8 12 -4 14 -14 -16 -17 -18 -13 21 -21 24 -23 -6 25 26 -20 -7 -29 -30
right_child=1 -3 3 -5 6 27 10 -9 -10 -11 -12 18 13 -15 15 16 17 -19 19 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=4.3312684368881689e-05 4.8451588874572329e-05 3.8413738691389368e-05 -0.00011814507699821403 0.00016343183617550095 -0.0001384889800112831 0.00014551977937077857 -5.738641252316642e-05 7.1453401327565495e-05 0.00028923765891699445 0.00029048800019800008 5.2816090789093756e-05 -5.1061266983417997e-05 -5.9546916799751488e-05 -6.2502149270016912e-05 0.00045562265434272712 0.00090338479319772898 -0.00028558281842586971 0.0011349956123954594 0.00025990661522080189 -0.00050355427642342747 0.0012648814601780823 0.0001289398312246327 0.0013721193708703197 -2.4346529635058186e-05 0.00024752697514559061 -0.0001074383560187727 -5.8131796678017084e-05 -7.0963358743413209e-05 4.6892031800201223e-05 0.00078258027782447919
leaf_count=29559 24611 21518 55723 2968 19414 2648 9617 7233 729 1491 29646 75086 2006 14188 1274 123 689 69 1792 37 101 4955 69 16688 1052 8904 2587 22945 4010 199
internal_value=0 -0.0169945 -0.02184 -0.031239 -0.0341777 0.0163295 -0.00373123 -0.0449777 -0.0524392 0.066172 0.0292317 -0.0546344 -0.0901887 -0.0152424 0.134796 0.295635 -0.00445447 -0.160727 -0.0343217 0.0286985 0.852115 0.021189 0.14853 -0.0750671 -0.0206866 -0.0450787 0.0729137 -0.0276997 -0.0458807 0.0863442
internal_count=361931 332372 310854 254950 251982 55904 82598 43335 169384 26102 39263 168655 74072 18349 4161 2155 881 758 94583 19497 138 19359 5024 36102 14335 13283 4379 29802 27154 4209
shrinkage=0.000980392


Tree=4948
num_leaves=31
num_cat=0
split_feature=728 691 1124 556 150 639 1464 844 153 1316 432 841 910 913 1191 153 1093 794 399 332 277 290 966 702 1311 1041 913 2 1106 156
split_gain=9.02929 12.4149 15.811 15.7774 16.5884 16.3651 16.3161 18.5723 20.2052 16.099 16.5519 16.3395 15.8941 15.702 22.1318 18.9555 17.0318 16.819 19.3294 15.5152 16.4118 17.3626 16.2026 15.8999 17.7879 15.3331 15.1025 15.0826 15.6751 15.8142
threshold=1.0000000180025095e-35 1.4255342478983304 2.9119499769605071 0.75560002923264447 1.4379555164120879 -0.04573622172506641 0.11719349514402237 1.1223825914714662 1.8670401896066502 -1.0603605380051973 0.78670947911508027 -0.078509593092992949 2.5305703960069112 -0.3129754599681272 1.2439069627317199 0.39731664768452218 1.378631647510083 2.2041218380651819 0.44353392774704797 0.65944866827063242 0.24638652760854624 0.99348542788244809 0.35907750287387535 -0.16838699722326381 -0.24502061078197454 -1.2306815445716255 2.0426165119360387 0.37799954683740239 1.2383469233754336 1.3542646425014906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 13 12 10 -8 -11 26 17 -15 16 -16 -5 -19 -7 23 22 25 24 -21 -22 -9 -25 29 -29
right_child=-2 2 -4 4 -6 19 9 8 -10 11 -12 -13 -14 14 15 -17 -18 18 -20 20 21 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.00081991542428262525 -0.0012394863142901394 -0.0019291183605602853 -0.023318150812487722 -0.006366226096572317 -0.0097414233831186782 -0.0069598307843316554 -0.017152707774267206 -0.020691310916099541 0.031990484384964372 0.013257114293552872 0.029120938406914595 0.0016599921941246349 0.090289306411581172 0.0055932042006627729 -0.0065982313993133649 -0.041376271091202933 0.10725298216030704 0.036871412527297295 -0.044083439198174382 -0.034422768267427947 0.10021166192318792 0.053298166760544344 -0.021259977091182439 -0.0042754616812798506 0.0003121064174281536 0.014293557765789175 0.031039245155119993 0.042392067731608037 -0.052160228888327914 -0.037703723197622614
leaf_count=184337 109090 26598 655 5694 3545 11569 855 1654 114 3261 144 3314 21 7180 682 327 21 221 52 390 31 135 198 551 419 498 81 226 32 36
internal_value=0 0.00261886 -0.0467976 0.00797126 -0.0362364 -0.0208102 0.0163126 -0.0288301 -0.260001 0.105238 -0.203174 0.14338 -0.332942 0.000970924 0.0685326 -0.293825 -0.0579123 -0.0963518 0.458605 -0.0921489 0.0637709 0.325835 0.179818 -0.0639663 -0.305819 0.379396 -0.359039 0.135491 0.513309 0.664372
internal_count=361931 252841 27253 225588 41251 37706 23621 16047 1870 7574 999 6575 1756 14177 8210 1030 703 5967 273 14085 2516 862 727 1654 809 529 1735 845 294 262
shrinkage=0.05


Tree=4949
num_leaves=31
num_cat=0
split_feature=21 67 323 1455 409 775 970 1000 1450 801 1449 1393 216 279 348 208 457 287 1458 1381 820 1454 1467 1462 1463 700 767 148 1256 973
split_gain=8.97189 9.42932 15.0307 18.1829 15.4665 23.2566 18.4621 17.5297 18.3292 19.1001 16.6936 16.8464 16.6145 15.1722 15.2642 17.7949 15.1373 15.0222 14.2928 17.5581 16.2665 17.0598 17.9081 17.0413 16.1276 16.0299 16.8583 19 19.0815 14.9163
threshold=-3.2545899522946695 1.0000000180025095e-35 0.52426357255304767 1.7297158872023053 -0.30382463307837898 3.081520672343963 1.0358118362873319 -0.55482136051544784 1.0705616865759604 2.3649821934304964 1.2624102624837521 -0.054776233061527797 2.5647567043821033 -0.89343086450515885 0.50038513811480589 -1.1882602269518014 4.2555642635098776 0.20101366151733513 -0.54909029163641709 -0.59963201360658547 1.3142566725829428 -0.027958698684153068 0.47769311669757991 0.46541324990069172 0.75882227130447155 -0.2256345755679677 0.21303644405841524 1.2277819425754857 0.37412832425216624 0.42824958053124473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 16 13 -9 10 12 17 -10 -4 -15 -16 18 -12 19 24 23 -22 -23 -20 -6 -25 -27 28 -28 -21
right_child=1 -3 3 -5 6 -7 -8 8 9 -11 11 -13 -14 14 15 -17 -18 -19 20 29 21 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.012998334203986165 -0.0012396779473257112 0.00058878739345391356 -0.010498281975214022 0.0092658264630904111 -0.018098550755123045 0.031539004301073835 -0.0056964274488843433 -0.0042387267398147754 -0.0035784231320751428 0.05184653196843958 0.014253851967214005 0.037601590958401779 0.069212784853536588 0.010392159785899788 0.083788036063032853 -0.0063518282875363501 -0.045870376214829783 -0.045863942431705752 0.0070396526556635907 -0.0011208129111936744 0.026772460318965144 -0.012900667065803052 0.030864305967255076 -0.013405002769267879 0.019896365238851046 -0.0052548910854731722 0.030503103645161601 0.079352565257505142 -0.030212165965308777 0.015793677872405463
leaf_count=716 189296 111977 1509 3263 1356 307 3888 22127 1778 108 219 274 35 4152 25 1392 181 66 10588 3229 1022 423 168 1293 198 777 241 54 108 1161
internal_value=0 -0.0047214 -0.0138006 0.0198717 0.00887467 -0.0261254 0.0560305 -0.0327074 -0.0614422 0.123073 0.0793417 0.395224 -0.0365255 0.0818469 0.130532 -0.085188 0.0832398 0.00949883 0.0876356 -0.0178964 0.127164 0.350467 0.0307625 0.0979399 -0.255948 -0.0824775 0.121653 0.490657 0.264675 0.0611026
internal_count=361931 361215 249238 59942 56679 31992 24687 31685 24607 2480 2372 559 1813 7078 5569 1417 20799 285 20618 5944 14674 1613 591 13061 1554 2473 1180 403 349 4390
shrinkage=0.05


Tree=4950
num_leaves=31
num_cat=0
split_feature=785 728 735 665 1395 284 15 1013 696 762 9 922 82 424 346 694 1254 1047 20 9 1318 1114 706 699 489 917 84 566 761 1110
split_gain=8.98475 10.2972 10.0642 22.1991 14.8763 13.7805 14.9168 17.4475 17.1759 14.8876 14.7726 14.3065 15.0491 14.4111 13.7806 14.3593 13.6763 13.1291 13.4387 12.7329 16.4659 14.4116 12.6207 18.9853 19.4116 14.9282 16.178 16.3219 14.2675 14.2137
threshold=-0.86283290253235112 -0.49008176997875957 2.2560756724538602 1.0000000180025095e-35 1.874833350574119 1.6035286928752071 0.38591489191749162 1.0000000180025095e-35 1.6186414605379664 -0.8369366454542595 0.25571199184798837 1.0000000180025095e-35 0.62133682615948949 0.038339298637696126 0.081647238382001663 0.8244013971021521 1.046160473978947 -0.56773671855784447 0.8306128675279828 -0.35672682333891098 0.90449981032204008 1.1634332470399291 -0.32759250690550812 0.50084633073085694 -1.2533559955998312 -0.62358160728916123 0.67006598710865084 -0.51676283933420641 0.43933671178887762 2.3368531848161758
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 22 5 6 7 8 9 -5 17 13 -13 -12 19 -16 -6 18 -9 -8 21 -21 29 25 -25 26 27 -24 -28 -4
right_child=2 -3 3 4 16 -7 14 10 -10 -11 11 12 -14 -15 15 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0046392545490737194 -0.00052294292365294231 0.0023940212346500846 0.0026608770007586283 -0.04036576846037785 -0.029440722792204256 0.027018189273943172 -0.005623784185099282 -0.0067671474020946452 0.047529881903545596 0.00342210771349458 -0.00017631247816747954 0.0013036247639073531 0.046911859254179233 -0.063884653106598285 -0.029411006436253523 0.030577835347725554 0.054114176766653171 0.031695911291864567 0.05839160498331334 0.0030330935137702518 0.06131804920458938 0.070716896827152362 0.051251737786646281 0.067125752875417666 -0.026965968921369099 -0.0091235617103078009 -0.063495925973369727 0.0082612757425485264 0.0060495191213795988 0.075290255222393701
leaf_count=3396 321536 26163 1939 117 206 396 750 229 82 1638 133 251 117 66 323 51 24 836 45 451 65 32 137 32 820 1470 64 453 84 25
internal_value=0 0.0337174 -0.00775587 0.0571966 0.144692 0.166097 0.136189 0.215126 0.0697623 0.020896 0.370551 0.0873578 0.334215 -0.382557 -0.0295777 -0.405214 -0.398443 0.510324 0.0852038 0.0701831 0.310087 0.167014 -0.0535847 -0.149686 -0.464691 -0.0459471 0.204243 0.364997 -0.448013 0.07636
internal_count=361931 29559 332372 10836 5812 5582 5186 3514 1837 1755 1677 567 368 199 1672 374 230 1110 274 1298 548 483 5024 3060 852 2208 738 590 148 1964
shrinkage=0.05


Tree=4951
num_leaves=31
num_cat=0
split_feature=888 623 696 419 700 1092 969 915 1256 1 425 1044 553 559 1181 294 1387 1385 1124 1255 1458 844 1397 1048 1038 436 1315 581 302 278
split_gain=8.91654 11.417 12.9838 17.3599 13.0967 12.1887 13.6167 17.1838 13.0705 14.0639 13.6368 13.0247 12.825 14.1749 13.2986 13.2332 12.9718 13.6345 12.7476 15.324 12.0461 12.0415 11.9874 11.8695 19.1367 12.25 11.862 15.6116 11.8253 11.6132
threshold=1.0000000180025095e-35 2.4730844549491207 -1.2415826784086874 -0.092622101381467106 3.2290578552478699 1.6584701688122452 -0.31469421955019045 -0.10615552839773452 -0.49569677154633163 0.082205617386277005 1.3991994545356117 -0.81462180276294438 -0.37446445128038819 2.0145347610081275 -0.26540260009161026 2.3144249544342119 -0.73389355975809167 0.85952495067226209 -1.0123270995168527 3.0477163651056931 1.136946192861312 -0.28747012798569854 -0.67455506659390652 -0.60487361542853246 -0.4970840389113948 0.62076691040188869 0.80120159044628536 1.2672266295241583 1.0000000180025095e-35 1.1961562776353911
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 9 10 11 -4 14 16 -8 -16 -14 20 28 -20 -18 -5 -12 24 25 -9 27 -19 -10 -11
right_child=-2 2 4 21 -6 -7 12 23 18 29 22 -13 13 -15 15 -17 17 26 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010282115619141863 -0.001993245544963872 -0.035434218214345413 0.02672907724007887 -0.025116868035491003 0.073086377912929198 -0.015164390626347737 -0.0087147480170386826 -0.022599113435166227 0.075095338284184618 0.027859749920736806 0.10700429071300424 -0.013536736888330009 0.033984868237948732 -0.01967651026838552 0.013668754758356733 -0.073256917568585295 0.012318121880082661 0.050734808450188976 -0.010701451821283745 0.086114645110791865 -0.0281426308790882 0.041432849203194344 0.0099571124638434261 -0.025011740412247532 0.060275440285270057 0.049438242745788757 0.097951085590925496 -0.026855228161039829 -0.027870232736705552 0.091765280486915624
leaf_count=308961 46198 318 136 70 34 313 670 236 40 199 22 331 487 146 947 27 981 90 728 20 96 84 34 527 52 34 32 51 29 38
internal_value=0 0.000139205 0.0915579 -0.319219 0.115251 0.107539 0.131196 -0.00404635 0.131021 0.341031 0.133612 -0.00300914 0.2161 0.337519 0.0711089 0.234325 0.386424 0.267401 -0.0711376 -0.157307 0.174084 0.293474 1.09998 -0.282225 0.0820004 -0.222317 0.820138 0.547351 0.871941 0.790065
internal_count=361931 315733 6772 472 6300 6266 5953 2426 1577 760 523 467 3527 1883 1644 974 1737 1250 817 748 1077 154 56 849 322 270 173 141 69 237
shrinkage=0.05


Tree=4952
num_leaves=31
num_cat=0
split_feature=1469 21 958 1452 963 1453 1452 486 1460 1449 14 698 972 1050 1451 471 1449 553 696 1454 21 1470 498 1457 630 424 1107 1454 1316 499
split_gain=8.78192 19.4715 24.857 23.8626 24.9799 21.1924 20.2792 19.6442 19.3756 19.1993 19.1598 17.5601 16.8104 16.1197 16.0651 20.6516 16.0783 16.0782 16.8405 16.0597 19.1116 35.2071 18.6222 21.8144 18.0364 16.6751 15.4174 19.4452 21.4233 16.7976
threshold=-1.0588145806293296 1.0000000180025095e-35 1.313041538630376 0.82711375264874976 1.0000000180025095e-35 3.7574571891249255 1.0637505357001875 -0.67546805012264599 1.0558419270737807 3.4919823951712163 0.66263883015038971 -0.032905923945619642 -0.26160989218283032 2.1070440578442247 0.043860538130293468 1.0000000180025095e-35 1.4497954797158366 0.3099968510795888 1.3058044453406763 2.0210792552568502 2.5131961773603657 1.3024667090820021 -0.45889317716256084 0.60447772185594661 1.8154863142277902 -0.66967585860448076 -1.2615524983928077 -0.40696913463973794 -0.068816657781579402 -0.46389926700061185
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 11 14 -5 -6 9 26 12 -1 -4 -9 19 16 -16 18 -17 20 22 -22 -3 24 -24 -25 -8 28 29 -28
right_child=-2 2 10 6 7 -7 8 13 -10 -11 -12 -13 -14 -15 15 17 -18 -19 -20 -21 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0080003509818116526 -0.00043714083042455543 0.00011677470149116842 0.030150916056159723 0.01987852479552614 -0.0030213812888791724 -0.024573280178509103 -0.0093265379141937669 0.005782535211959902 -0.0071410872662196817 -0.014725085884975351 -0.0093527626856189216 0.0018646651749177848 0.005609204132407869 0.028438800299230512 -0.010399814417951882 0.010620186153840973 0.012159606754954573 -0.009894531434598371 -0.0151289655961762 0.01187065655727702 -0.019499017637330196 0.051052789790138935 -0.015366272419360795 0.022785421077625212 0.012629704331768821 -0.0059321791120102146 0.045227952902085429 0.015854423280257376 -0.041161237268297991 -0.013628414146549504
leaf_count=5916 310540 3130 649 1491 3968 509 515 9303 1171 372 417 4411 739 344 2270 3689 440 696 333 603 152 165 4985 331 336 759 98 3273 177 149
internal_value=0 0.0234492 -0.0300324 0.0595384 0.0234423 -0.0547249 0.169288 0.0840109 0.1097 0.174602 0.217627 -0.0675443 0.346101 0.133989 -0.0415967 0.0363331 -0.124506 0.120654 0.171178 -0.0990465 -0.122155 0.385445 -0.141634 -0.211124 -0.273855 0.0658639 0.218119 0.262387 -0.19583 0.216887
internal_count=361931 51391 20203 31188 23942 18398 7246 13615 5755 4584 1805 10327 1388 9647 17889 7428 2710 4718 4022 10461 9858 317 9541 6411 5321 1090 4212 3697 424 247
shrinkage=0.05


Tree=4953
num_leaves=31
num_cat=0
split_feature=785 519 713 650 921 783 645 659 645 774 791 746 809 289 1437 651 1459 578 13 518 1311 854 797 797 965 414 84 1243 1035 755
split_gain=14.4955 13.2231 18.438 22.7997 22.3939 45.1514 21.1436 21.4953 20.8591 20.607 18.6225 30.0894 26.0177 22.5206 21.6005 20.825 19.8455 19.0774 18.7869 18.2147 18.1167 17.9047 73.9656 19.0654 21.987 23.4871 18.6419 18.0205 19.5452 18.6501
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.6923072129381651 1.0525743831388839 1.1155635910225459 0.66777575187080795 2.2359170208873898 0.66777575187080795 1.5033568469461875 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 -0.06045160922923843 1.1070026357714988 -0.17189113104522832 1.0794040238867422 0.57036434823577087 -0.87473648844905705 0.63961785378869596 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 -0.010139945829889745 0.1517318052922412 -0.34755022397939389 1.5226375783121155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 10 9 7 -2 -7 -6 21 12 13 -12 17 16 18 -14 -15 -5 -19 22 26 27 25 -25 -4 -23 -29 -30
right_child=1 -3 4 19 5 8 -8 -9 -10 -11 11 -13 14 15 -16 -17 -18 20 -20 -21 -22 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=3.8448685942968511e-05 -3.5588819512403209e-05 3.7499456646879985e-05 -0.00023697365751878689 9.5610222193271636e-05 -3.8381935466835685e-05 0.00011103142689460848 9.3493283099241241e-05 0.00016650219307146597 0.0003826995454846657 0.00016381522202642908 -0.00028953547232207137 0.00010152440268379818 -1.7276554810575847e-05 -2.7977829675307057e-05 0.00024435895702146156 0.0002965561337579618 1.8759457011340397e-05 0.00010402562551841562 -0.0002347299168976643 0.00043091622169556576 0.00066256793318676785 -2.2902165295738955e-05 0.00026823124534472589 -1.3893703537853387e-05 -0.00017786710515437133 -0.0002220660397200795 -2.5296459083915367e-06 -0.00018071874332975844 -7.4121339229823584e-05 0.00017531301966206385
leaf_count=29559 37313 21518 3481 5128 25374 4982 9620 3017 1756 2714 5860 10309 26230 6084 1632 775 8556 1560 7771 826 421 71738 3676 15858 16005 4096 3851 12068 17031 3122
internal_value=0 -0.0132912 -0.0177412 0.0198089 -0.0269934 0.0273124 0.00358104 -0.0210374 0.185718 -0.016919 -0.0366779 -0.00255323 -0.0281329 -0.0949857 0.015436 -0.0630911 -0.0818268 -0.00164701 -0.149791 0.153725 0.235307 -0.0517799 0.0359732 -0.0599251 -0.109866 -0.0562662 -0.110328 -0.0432706 -0.095923 -0.0490521
internal_count=361931 332372 310854 55904 254950 34826 49950 40330 6738 28088 220124 69198 58889 29046 29843 23186 22411 28211 13855 5954 1981 150926 11008 139918 35959 19954 7332 103959 32221 20153
shrinkage=0.000980392


Tree=4954
num_leaves=31
num_cat=0
split_feature=1022 1154 322 1466 1450 1185 540 1460 1309 1470 941 994 1470 1465 767 1365 559 497 1464 855 1262 42 909 898 1469 591 154 50 1317 955
split_gain=8.89094 20.559 15.6876 19.3305 19.2303 17.9932 17.9727 29.857 24.8376 21.0873 20.8684 33.5594 23.4814 25.4834 24.2395 20.0105 19.2211 19.1322 19.4416 18.4241 18.1367 16.8451 20.8565 17.0159 19.2433 17.2567 16.5373 17.4363 16.1562 15.9579
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.1733794348728503 0.72848113776068646 -1.3694769129239874 0.99026637822014563 2.1766445922526838 1.8589399676248199 -0.45970783276256971 0.85078777678020689 1.0000000180025095e-35 -0.37297888439438048 -0.19343653664292135 0.015140972375123159 -0.42638832581415231 -1.2397264520384408 0.071080526430601504 1.4925201905101055 -0.9020712135991068 -0.044436270760903208 1.2787353126376195 0.15754589364976049 0.81470252669704457 -1.0116054822771126 -0.73065235057769284 2.0275084791066482 1.0000000180025095e-35 0.77504372416729772 2.3308467365638124
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 10 8 15 -9 12 16 13 20 26 -8 -12 18 28 -14 -7 -6 23 24 -23 -25 29 -28 -16 -15
right_child=-2 -3 -4 -5 21 6 7 9 -10 -11 11 -13 19 14 17 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.029739529743579202 0.00033329724073690662 0.00022756261925376749 -0.0057234650994954324 -0.030221250464278232 0.0023467595284394614 0.0016090493089102266 -0.015918376807154189 -0.002609402255249266 -0.028734212233874748 0.048215190079442749 -0.054105617539558393 0.012889920329308871 -0.018851274371160166 -0.0028887752057679184 0.029378112998305957 -0.0021745416521598191 -0.0024949559064905398 0.0055793270431619205 -0.014386729237262219 -0.004057480570894759 -0.016229047468405072 0.028141999754193271 0.038029730529273047 0.15927556325879452 -0.026194266170322278 0.015374731472439077 -0.00064600046875127595 0.087211052337493267 0.071153180699905019 0.038200684449015282
leaf_count=743 190674 90129 29037 386 6401 3048 2670 225 807 192 154 3634 2355 3145 739 5585 3028 789 133 14548 2040 132 439 22 349 55 95 56 165 156
internal_value=0 -0.0173703 -0.0525243 -0.0278086 -0.0232315 -0.0455379 -0.040182 -0.136187 -0.170623 0.451583 -0.0092768 0.108364 -0.0479887 0.0536761 0.177191 -0.12651 -0.0895777 0.400556 0.624813 -0.114979 -0.0969787 0.0954081 0.39759 0.0361749 -0.130156 1.32039 0.0329819 0.8672 0.752978 -0.0103691
internal_count=361931 171257 81128 52091 51705 44307 43564 9479 9062 417 34085 6816 27269 10366 5278 8255 3182 1826 1037 16903 5088 7398 997 558 481 77 3452 151 904 3301
shrinkage=0.05


Tree=4955
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 728 803 666 333 678 1218 873 1465 527 1356 1329 678 908 1449 1468 53 77 80 269 1240 650 1175 823 1467 1467
split_gain=15.4203 14.9329 17.8719 19.3485 17.8846 16.3315 21.9778 34.9627 35.1 22.054 20.634 22.4852 25.6753 24.7573 25.7399 22.5507 20.3819 20.0512 20.3325 22.8304 20.8007 19.9991 20.3959 20.9254 18.9758 18.9347 18.6578 18.5012 18.2383 23.6392
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.0308016862606064 0.34708990927187483 3.9048232315577729 0.45120890067825536 0.56487967955244278 0.86558768754863191 2.0056820137573372 -0.079376867956600164 1.0000000180025095e-35 -1.4446427012740177 0.6853839265082079 2.213655904251008 1.0000000180025095e-35 -1.3281967945260671 0.3043326485277455 1.157225556610191 1.0000000180025095e-35 1.6923072129381651 0.74434157271329171 2.7559558503392179 0.23932947083138087 0.64485013760597287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 25 9 16 -9 10 11 15 13 26 -15 -7 -8 -11 27 20 21 -20 -23 -24 -10 -2 -13 28 -19 -30
right_child=1 2 3 -5 -6 6 7 8 24 17 -12 12 -14 14 -16 -17 -18 18 19 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=3.7951161161700755e-05 -3.5068608848430466e-07 -3.5036653204194877e-05 0.00022184376237418453 3.0711793664226942e-06 -6.0078283681801238e-05 -7.4713214849825976e-06 -0.00019192398695232364 0.00030880222745879328 0.0002094509876362972 -0.00022586032596872777 0.00031224975392609545 -0.00018587739237913372 2.316328615155473e-05 -5.4568369053890682e-05 0.00035634031809454237 -8.315763689048343e-05 5.4482973813595122e-05 -3.3404870905945871e-05 -0.00045571023645703826 -0.0003143658655915297 -2.0892872578855002e-05 0.00027927138771557865 -1.8418411410859186e-05 0.00076909316749896066 -0.0005414180940991266 0.00013041381860602524 -5.6682410313072971e-05 -0.00038813563548872177 0.00015137618056492198 -2.1493076869660077e-05
leaf_count=29559 52958 9447 5244 5700 1127 71589 2881 3351 237 3004 651 24171 7352 4981 833 42952 4547 47143 326 676 4052 4371 2282 161 374 6225 8639 1186 6913 8999
internal_value=0 -0.0153843 0.0393382 0.0911975 0.172122 -0.0201093 -0.0291548 0.0659053 0.226943 -0.0346619 -0.0530471 -0.0552977 -0.0993994 -0.125961 0.0134125 -0.0345101 -0.0285329 -0.00443333 0.00147997 0.0847323 0.107781 0.177474 0.198212 0.036367 -0.242221 0.0138519 -0.153449 -0.0152196 -0.0112298 0.0550012
internal_count=361931 332372 21518 12071 6371 310854 251671 11390 3962 240281 161168 160517 45976 38624 5814 114541 7428 79113 76109 11868 11192 7140 6814 2443 611 59183 32810 64241 63055 15912
shrinkage=0.000980392


Tree=4956
num_leaves=31
num_cat=0
split_feature=862 1402 922 1106 1458 1188 1189 1047 1043 1104 431 33 496 58 370 768 477 1466 353 356 354 173 557 1102 495 9 700 349 440 214
split_gain=8.84305 11.856 13.1847 12.9272 14.9437 12.9057 14.9491 13.9684 15.7652 13.7822 12.8306 12.4567 16.9551 13.6482 17.5295 14.4426 12.9238 13.8744 19.8604 15.4879 13.7113 13.7013 14.2525 13.3933 13.3623 14.8195 13.8842 24.9035 19.8596 13.7382
threshold=-0.97446007815901359 1.0000000180025095e-35 -0.48685051327531409 1.0784910766959046 -0.16839995161411095 1.8377284404331675 0.40315705713385847 -0.05271756475348132 1.0264522690275704 -0.80349370953715826 -0.29551620941098061 0.63246223957718284 -0.12801012311487683 0.73855698839655315 0.47248344977220774 -0.36730245419017366 0.54506720917183238 0.47080750042056613 -0.014967077717377852 -0.47081091139784054 1.5225780964414024 1.0000000180025095e-35 -1.0630123919320871 0.29387110962939933 -0.9135058652399991 2.2714874299134791 1.5601243137909435 -0.28953426757365086 0.60986620974975603 0.85246813825223489
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 5 -5 6 7 8 9 -3 -6 16 -13 -14 15 -15 17 20 21 -20 -1 -19 -23 -22 29 26 -26 -28 -29 -18
right_child=-2 2 -4 4 10 -7 -8 -9 -10 -11 -12 12 13 14 -16 -17 24 18 19 -21 23 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00082678250491451935 -6.5342863830018149e-05 -0.031330837726768063 -0.01419434414429508 -0.0059608143572634246 0.10200690373562074 0.046192051294815822 -0.03195382372971086 -0.022777841278149837 0.04681447846702453 0.012948141633140989 0.02102806702849111 -0.026908934578926111 -0.0071526615701685619 -0.039156521772659353 -0.049685537424523446 0.071241096049869501 -0.0058165008325726381 -0.018206604241933266 -0.029622316864195732 0.041354036230245757 0.035800649494719214 -0.06371703404621773 0.028132766213707885 -0.05392293565191391 -0.02337916624998267 0.040233348874638135 -0.042849177823121254 0.013614160835441064 0.16131795947792718 0.035957018001894707
leaf_count=3888 347105 233 3163 133 40 80 453 351 131 513 75 824 851 33 47 100 569 319 57 409 269 41 230 35 1401 90 74 64 41 312
internal_value=0 -0.0685321 -0.17647 0.00486308 0.54577 -0.0900469 -0.149467 0.00141603 0.199019 0.00101294 1.14363 -0.014198 -0.215269 -0.00580409 0.648222 1.05304 0.0318735 0.0949811 0.337997 0.686635 0.0252015 0.0258973 0.390651 0.54201 -0.155317 -0.305826 -0.37683 0.489213 1.59326 0.166545
internal_count=361931 14826 5172 2009 248 1761 1681 1228 877 746 115 9654 1855 1031 180 133 7799 5248 1056 466 4192 590 271 304 2551 1670 1580 179 105 881
shrinkage=0.05


Tree=4957
num_leaves=31
num_cat=0
split_feature=685 519 712 382 1023 50 980 87 843 701 1204 970 184 842 1102 1322 1262 934 77 626 904 1448 2 352 1295 342 430 300 354 322
split_gain=12.6951 16.6508 20.975 18.2793 17.8792 17.4894 16.0186 17.0698 18.7092 15.3865 16.3718 16.3577 17.2572 20.3103 15.2799 15.1682 15.0406 15.5708 15.0012 15.888 15.9144 16.3854 16.1752 15.823 15.5877 14.7844 14.5071 14.2931 18.5784 16.7369
threshold=0.58104764358843186 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.2900273674543703 0.55630078546380823 1.114765214040659 -0.66876309435926318 -0.83265077185163727 0.84289592610859465 -0.55086253359273052 -0.13462041804506439 1.384368771371848 -1.6354148351278976 1.0000000180025095e-35 3.1721623009332593 -0.15300871908097599 0.34988666419535186 2.9099064166536119 -1.4786940963837083 0.87465416416732755 0.65172053169297739 -1.5381367415352516 0.20796887655956686 3.9760765201882076 -0.38355750404649103 0.44250477048146497 -0.64728023701233328 -1.2905536370872059 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5 16 -9 11 27 12 18 25 -6 -13 17 -8 19 20 -2 22 -22 -21 -25 -14 -10 -11 -29 -30
right_child=9 2 3 6 14 -7 7 8 26 10 -12 15 13 -15 -16 -17 -18 -19 -20 23 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-7.921844316622008e-06 -0.0003036018419652026 -3.1247859969509565e-05 0.00016225719437370698 7.408805084093785e-05 0.00035161397060288899 0.00044969279908706211 0.00018348292992340375 0.00035151152758217471 -0.00069565209920002423 -0.00035572447377039832 -0.00024884511039085025 -9.0690154745283469e-05 0.001700747888265808 -0.00022527877613403921 -0.00043931464989795034 0.00077844702238996362 0.001001619534011732 -0.0017706538357106154 0.0006737189305519697 9.1817699710014666e-05 -0.0012335024729703723 -0.0005835770191545942 0.00081659401937136521 -5.7531685739853792e-05 0.0016911518537759951 0.00012273695732546922 9.905646520256445e-06 0.0010700103542014014 0.00028739320497509629 -0.00026981368321468842
leaf_count=286537 1651 8163 4905 4769 149 1150 109 123 478 587 4952 20930 50 3192 325 146 76 25 163 13927 33 106 208 7318 30 109 162 124 799 635
internal_value=0 -0.00301634 0.0564251 0.111127 0.190001 0.222899 0.024698 -0.221412 -0.367042 -0.0454542 -0.164367 -0.0294371 0.0107291 -0.177026 -0.19765 -0.0866394 0.313413 -0.139345 0.0327044 0.026583 -0.196862 0.284476 0.619185 0.0457506 -0.0509284 0.701406 -0.516731 0.0264796 0.146439 0.0624051
internal_count=361931 306971 20434 12271 6529 6055 5742 973 763 54960 7097 47863 26787 3351 474 21076 210 134 23436 23273 1998 347 241 21275 7348 159 640 2145 1558 1434
shrinkage=0.000980392


Tree=4958
num_leaves=31
num_cat=0
split_feature=1097 407 61 1396 1272 713 1397 51 795 854 797 613 485 1103 885 1179 990 567 633 418 519 221 17 207 1253 503 1106 1100 1257 1379
split_gain=15.2091 18.5286 18.1786 18.8388 17.5314 17.8509 19.7092 17.4587 17.4395 21.2754 55.0226 24.3414 21.2815 20.7402 21.8256 22.069 20.8574 20.9985 21.6677 19.5343 19.422 19.4183 18.1321 20.1062 21.1036 21.0257 18.0831 17.9879 17.7769 17.6632
threshold=-0.64966988391888181 -1.2965003005540392 1.0000000180025095e-35 -0.61261747834693236 2.0742188206678471 1.0000000180025095e-35 -1.4423592770338438 1.8613588887694643 -0.29258408639884992 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.94578963118733916 1.4870550753895133 1.0000000180025095e-35 1.8755794522339773 0.22046490535518015 1.4784937406783569 1.4871122038500981 -0.55574200328751278 1.0000000180025095e-35 -0.92847851236361134 -0.70955655348825764 -0.095938101153445796 -0.38540825350613467 2.6210281118337249 1.4438758691062563 0.46785215589125484 -0.4620034379364461 -0.3184798163412213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 -7 8 -3 10 20 13 19 14 15 -11 17 26 -19 -13 29 -14 -21 24 25 -24 -16 -25 -23 -10
right_child=1 7 4 -5 -6 6 -8 -9 9 11 -12 12 21 -15 16 -17 -18 18 -20 22 -22 28 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-6.6291040656113248e-05 -5.9698613211510985e-05 3.0720969300686479e-05 2.3025396723511412e-06 1.5106264023388676e-05 9.3267694930150547e-05 0.00015028649061512328 -0.00014734187274616166 -0.00012406369371119357 -0.00028819110856192554 -9.0666298058097831e-05 0.00026437546437382305 8.9084449184920273e-05 -0.00021515770502212087 -0.00018055604352528273 -9.281807449846117e-05 -0.0005419093699364629 4.5233230362644262e-05 1.8873185325281885e-05 0.00041890822153399184 -0.00016572105087438827 0.00012949336100507948 0.00042529186988910417 3.3383880556241579e-05 0.00015479863214622875 -0.00017916220688950611 0.00085829721922708597 0.00012925967888585349 -0.00014967508353832336 0.00012165019831345522 -1.6522098853871362e-06
leaf_count=27188 31349 96853 8281 51649 2981 1609 29006 5902 2073 15405 3953 8618 665 4583 21666 677 18722 3645 664 4301 1710 1230 1730 4681 4242 179 1863 1364 3003 2139
internal_value=0 -0.000751647 -0.0351824 -0.0132081 -0.0815802 -0.0988928 -0.132677 0.00598294 0.00918507 -0.010415 0.0846033 -0.0209214 0.0328429 -0.0445144 -0.0333791 -0.109874 -0.0102802 -0.0492473 0.0896891 0.00527198 -0.0555212 0.164729 -0.0418745 0.00380784 -0.0912971 0.113009 -0.0761807 0.0958698 0.214676 -0.141255
internal_count=361931 241217 120714 78837 41877 38896 30615 209868 203966 107113 9875 97238 30013 67225 62642 16082 46560 27838 4309 25115 5922 4898 16497 12196 6151 1909 23529 6045 4233 4212
shrinkage=0.000980392


Tree=4959
num_leaves=31
num_cat=0
split_feature=785 728 784 922 830 215 647 590 350 1246 306 641 49 770 73 428 1113 351 830 9 570 636 50 1047 1424 759 1333 1117 1421 1109
split_gain=16.5627 13.4291 17.1175 16.5687 19.935 17.9666 16.0815 35.0516 16.0327 16.8454 16.5002 22.5323 16.9174 16.1017 20.8839 17.2586 16.3825 15.9182 15.6773 17.0777 15.3287 16.7308 15.4848 16.2267 17.1044 16.1605 16.622 15.1602 15.1123 15.1066
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 0.8808338060330112 1.8227892136636004 0.92306248621590858 -0.87782724458594241 0.58895901036483078 -0.54100357354515338 -0.4213603389737493 1.0000000180025095e-35 -0.16610018842257618 1.1349154245379338 1.2589059659131825 -0.33306603231948056 0.49482563919436073 -1.4350361017064479 2.0347385979342092 -0.51632065155084061 1.9916312825764189 -0.48460852809644533 2.4129057422810987 1.4829784501753427 -1.0794544675301283 1.0000000180025095e-35 1.4616517543220227 -0.70033788506809547 -1.2591097148690287 1.0107116206971127 -1.3366076229747752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 -5 7 17 10 -10 -4 12 -12 14 -11 -16 -15 -3 -7 -20 28 22 -22 24 -24 -25 -27 -9 -8 -13
right_child=1 6 3 4 -6 18 20 27 9 13 11 29 -14 16 15 -17 -18 -19 19 -21 21 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=3.7761874083633794e-05 -1.8290528372111034e-05 -1.8294922868040381e-05 -0.000143997814442246 2.8770223394552566e-05 0.00040885293144407792 -7.6199556360998931e-05 6.600896702840221e-06 -0.00066539945639333253 0.00010347782676957352 0.00011735202525675252 0.00023790439815417024 0.00050275684285573099 -0.00030269743548604267 0.0013423865764672985 -0.00014749405607189763 0.00011050636909275345 -0.00028788055927082585 -0.00092513921973963974 0.00045063242351904174 -0.00073460458145494206 -9.7593873972147432e-05 0.00032355345467920577 0.0010027633104213206 -4.1710453133085882e-05 -2.5786825105087153e-05 -0.00062538036832657966 0.00062229775005751746 0.00039627713151869508 -0.00019799967542616378 -0.00023032668713513201
leaf_count=29559 190291 4669 6508 6970 981 430 30285 93 9598 4573 2048 148 333 24 4729 1682 1370 152 1125 62 55011 602 189 3990 190 72 306 1291 3085 1565
internal_value=0 -0.0176021 -0.00884193 0.0313395 0.110709 0.078328 -0.0441587 0.0737802 0.00684032 0.0394067 -0.0687707 0.0390035 0.172247 -0.0165579 0.0109328 -0.0759696 -0.254162 -0.041902 0.280128 0.403529 -0.0536817 -0.079737 -0.0846272 0.0411699 0.532478 0.00341391 0.436279 0.357019 -0.00927615 -0.166311
internal_count=361931 332372 232437 42146 9568 8587 99935 6205 32578 21976 10602 4094 2381 12378 10984 6411 1394 4821 1617 1187 93730 60360 59758 4747 379 4368 378 1384 33370 1713
shrinkage=0.000980392


Tree=4960
num_leaves=31
num_cat=0
split_feature=785 519 713 934 921 784 774 990 486 657 695 924 1368 460 10 833 728 784 1307 154 508 18 977 842 1457 1108 1323 153 1053 1452
split_gain=16.6126 13.4399 17.3032 21.5512 20.8828 42.5814 21.7035 21.5324 19.1689 18.2479 19.1339 21.242 19.3899 19.0629 18.8684 18.5736 18.0093 27.4598 18.5907 19.0999 19.261 21.7241 18.8306 18.383 17.7071 17.6561 20.8679 21.4794 19.0831 18.9549
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 0.9594655836162902 1.5033568469461875 1.09266583130301 1.8692550303841236 -0.80522708219444705 2.1097569808217282 1.8999064755685127 0.70892277612114496 4.3297121247051882 -0.23034647385973939 -0.80201290801470704 1.0000000180025095e-35 -0.43785067584756471 1.6294210021612947 -0.047918560296278091 1.0000000180025095e-35 -0.64208554061161471 -1.1756516841804114 -1.4045823351507842 3.1272900881009673 0.84929707023936563 -0.45955961557890618 0.58281573549993637 2.8623271953766061 0.79547082264194502
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 9 6 16 -7 -2 -4 11 12 -11 24 -12 -13 17 18 19 20 22 -22 -6 -18 -14 29 27 -27 -28 -5
right_child=1 -3 4 25 5 7 -8 -9 -10 10 14 15 13 -15 -16 -17 23 -19 -20 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=4.304336864115415e-05 4.9971987185405259e-05 3.8887573069288531e-05 -8.9625238937962891e-05 -7.6383293951305819e-05 0.00038905833692623812 0.00010003564772226356 0.00016262396779406706 0.00036509157765337756 0.00029332518112289054 -4.4052500697962947e-05 -4.8684415933717844e-05 0.00028324791431633904 9.452339090417236e-06 0.0017609508991710333 -0.00033859675269598961 3.2434339104689703e-05 -0.00086419529004045617 -0.00010926467003686798 -0.0002238962929252276 0.00023774644787094988 -0.00029207038702993172 0.00029947453107258195 -0.00022843052924736651 -0.00012395184029871263 0.00050975799738929182 0.00035447605532776711 -6.8982441212334528e-05 -0.00021134696460708565 0.00098797312963109628 9.1049764910677538e-05
leaf_count=29559 24611 21518 36644 20368 309 6537 2702 1797 1491 128480 3128 1984 35319 42 2517 11704 375 6689 1189 3255 381 1269 1801 8522 306 2171 2840 498 93 3832
internal_value=0 -0.0122986 -0.0167869 0.0195939 -0.0257534 0.0266989 -0.0225433 0.160945 0.0678048 -0.035109 -0.0261355 -0.0218772 -0.0297922 0.0163089 -0.170386 0.0668226 -0.0469848 -0.00340289 0.084324 0.121509 0.0110345 0.178186 -0.143237 -0.146042 0.0147494 -0.023027 0.0998602 0.259539 -0.0353918 -0.0488364
internal_count=361931 332372 310854 55904 254950 34826 26492 8334 26102 220124 183480 177835 164147 35667 5645 13688 23790 14893 8204 7015 3760 1650 2110 8897 35625 29802 5602 2669 2933 24200
shrinkage=0.000980392


Tree=4961
num_leaves=31
num_cat=0
split_feature=150 263 1430 933 497 419 350 496 1 5 660 633 1246 917 1400 1328 340 560 1181 556 437 86 216 221 1042 277 1327 1181 761 1207
split_gain=8.99895 15.616 24.8674 17.2566 17.5684 17.181 16.99 16.0927 15.7688 16.369 15.2284 17.7708 15.7327 21.1046 15.4699 17.4458 15.0984 18.4755 16.2422 19.141 16.9019 16.2055 16.482 15.6737 15.4624 15.1005 14.9002 14.8996 16.0431 16.8746
threshold=-0.21670947407920635 0.66115833724634121 1.0000000180025095e-35 0.68806224955729689 1.656418941702585 -0.052869491100674661 2.0213228953709348 0.40637394910111629 -0.3032070910984635 1.4752957976085244 -0.72421686037558375 -0.0016648143256165746 -1.2224965922621487 -0.94651843676014802 -0.72918740576315499 0.84756639722525395 -0.29913015330944043 2.1956080720442439 1.9924504922615089 -0.21963362938722211 -0.85294856684639753 -0.2480470391896738 0.20004829433190516 0.24138062135818086 0.83666838598378623 2.4440299957706233 1.0621569635759065 0.61977844179682851 1.5021234709567175 -0.54929646236018115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 -2 4 5 6 16 10 9 -4 12 -12 -5 -14 -13 -16 17 18 20 -20 -3 25 24 -21 -23 -22 -24 -1 -29 -30
right_child=1 3 8 7 -6 -7 -8 -9 -10 -11 11 14 13 -15 15 -17 -18 -19 19 23 21 22 26 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0014746419941201977 -0.0020578119694199251 -0.023127275704478936 0.0036075538451065788 0.050132014981662448 0.0093604577788138389 0.0050311445989482334 -0.021018568070384644 -0.0095957042970193744 -0.00045045125466711941 -0.0052703165880102166 -0.0032249713180824095 0.036321361881961042 -0.05869352464666594 -0.0054274815709685446 0.003256829539677486 0.044530577596090082 0.0057118088256825376 -0.037830054429367516 0.050696867826427995 -0.063251319221728747 -0.0082659309685775961 0.0032659175803724607 0.01115655437159058 0.030027786087335195 -0.022281148375906973 0.045056839640391887 0.051962688841130505 0.00030738365058477669 -0.02896005606991996 0.0094825236404319016
leaf_count=138919 67527 473 30957 48 5021 12083 511 2370 39561 2937 1149 295 98 1457 823 129 3827 189 126 44 2947 1705 715 41 389 63 114 43537 185 3691
internal_value=0 0.00797721 -0.00410699 0.0481709 0.0712323 0.0461808 -0.0172823 -0.0525166 0.023046 0.0575317 0.0308391 0.139157 -0.131373 -0.171352 0.307065 0.177558 0.00107455 -0.05968 -0.0411276 0.528266 -0.0616218 -0.0302437 0.0856552 -0.286738 -0.0159015 -0.142462 0.350429 -0.0159178 0.0195838 0.159208
internal_count=361931 175599 140982 34617 28248 23227 11144 6369 73455 33894 3999 2396 1603 1555 1247 952 10633 6806 6617 211 6406 5933 2923 85 2094 3010 829 186332 47413 3876
shrinkage=0.05


Tree=4962
num_leaves=31
num_cat=0
split_feature=785 728 784 657 647 590 922 864 720 384 846 290 350 718 833 1246 434 559 20 1050 351 491 969 1390 1191 1314 347 570 636 50
split_gain=15.4923 13.0806 16.765 16.5148 16.3092 35.6419 16.2496 17.5192 18.0451 16.7544 16.2034 16.7101 16.1885 16.9596 23.1113 21.1464 21.9501 17.7385 16.299 16.002 15.9692 15.8878 17.1908 15.9363 15.7623 21.0939 15.613 15.3103 16.7697 15.6561
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 2.2603408215975165 -0.87782724458594241 0.58895901036483078 0.8808338060330112 0.72275257928592751 1.0000000180025095e-35 -0.7284015983301716 0.92759726108368712 1.1551494272064851 -0.54100357354515338 1.7690287660176487 1.5919315457291203 -0.74029609857671408 -1.1991617827164551 0.37529151969682834 -0.85260503279661171 -0.65319606080204651 2.0347385979342092 0.28737612900984566 0.16900592939467912 -1.2431455610252822 -0.43999939705801333 -0.14725679315555426 -0.71711957368878465 -0.48460852809644533 2.4129057422810987 1.4829784501753427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 20 12 8 -8 -9 -10 -12 -4 14 15 21 18 -15 -17 -18 -3 22 23 -14 25 -16 -19 -6 29 -29
right_child=1 4 3 -5 27 -7 7 9 10 -11 11 -13 13 17 24 16 19 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.8184893056256549e-05 -1.607783560815838e-05 -1.586480833159598e-05 -5.841764978506679e-05 -0.00015828332138024788 -6.624827655974733e-06 0.00035575005298415531 -6.1073426467051414e-05 -0.0005633639742507661 0.00024341408537751182 2.2126309172974563e-05 -0.00024810040149604107 0.00074933272648084327 -0.00098740171391229858 0.00023492818398434956 -0.00065448273258855076 0.0016540991337530612 -0.00025782777997748432 -0.00079977546130642456 0.00018310266261160611 -3.1167745940438109e-05 -0.00092475083149838025 0.0002957362068616649 -0.00020582627598342415 0.00024722907382123137 0.00043931947776795852 0.00032065458662757217 1.6874847259396374e-05 -9.5203581352537226e-05 0.00032663431983914987 4.3567360261930935e-05
leaf_count=29559 190291 4669 10138 1947 33370 1384 1445 282 5721 946 620 85 68 3512 190 49 2070 162 103 9033 152 1444 956 1074 894 250 1157 55011 602 4747
internal_value=0 -0.0153306 -0.00668429 0.0330872 -0.0415513 0.0772461 0.0430534 0.123794 0.162391 -0.114314 0.211351 -0.114405 0.0182159 0.0517937 0.0168014 -0.0089652 -0.0572682 0.163762 0.790989 -0.068713 -0.0394588 0.136356 0.00845897 0.194235 0.288774 -0.0578451 -0.0630979 -0.0511466 -0.0772003 -0.0820989
internal_count=361931 332372 232437 42146 99935 6205 40199 9099 7871 1228 6426 705 31100 20962 16131 14797 11255 4831 152 11103 4821 3542 2098 1142 1334 440 1319 93730 60360 59758
shrinkage=0.000980392


Tree=4963
num_leaves=31
num_cat=0
split_feature=785 728 852 1175 209 1037 1115 1469 1369 140 1077 900 1383 647 590 67 422 902 1467 694 1114 1180 351 395 66 1154 421 1311 561 308
split_gain=16.5056 15.4801 17.905 23.9115 23.608 21.5437 20.0693 19.0756 21.4031 18.6614 18.7123 18.4824 17.6195 16.7755 35.2508 16.6008 18.1276 16.3456 16.3241 16.1223 16.1171 17.1268 15.9283 15.7937 21.6692 19.2509 18.0617 17.8141 17.512 19.7799
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.65609391801188754 -1.0573369817776388 -0.028015989073536769 0.66748931061310712 -1.3381350792132791 1.0000000180025095e-35 1.8790564127931246 4.2406324835638474 2.1273853924476502 -1.0318768662434141 -0.87782724458594241 0.58895901036483078 0.2639097113453524 0.1815504482713273 2.0947916829856985 3.2089320700182484 0.047711303112312357 2.0550188226343908 2.1966529663752774 2.0347385979342092 1.0000000180025095e-35 -0.71144088264426897 2.588226562848932 -1.4212588265890334 -1.1154991481117296 0.10134329877398703 1.4257133859572404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 5 12 -4 20 8 -6 10 11 23 -5 14 22 -8 -17 18 -2 -13 21 -7 -3 24 26 27 -9 -25 -29 -30
right_child=1 13 3 4 7 6 15 9 -10 -11 -12 19 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=3.9547038059856617e-05 -2.9301286901750593e-05 -1.6169451635755331e-05 -0.00013035669280011096 -0.00043517669106664137 7.899917994240819e-05 0.00016872873272566927 -0.00029939041638194343 0.00076405535960117265 -0.00062109262776648621 -0.00011594191814652592 -0.00094838383327636589 0.00039304579997943053 -5.1932132729262839e-05 -5.2789031993024257e-05 0.00035304235253408973 -0.00025757678013615162 0.00077967482452372409 7.7305232959700988e-05 0.00014902010262685827 -7.5410315127855354e-05 -0.0004601825789180673 -0.00022757430452291041 -0.00092327468749997532 0.00031834085566094403 5.7383795994311327e-05 -0.00022236443441521904 -0.00012653018622617651 0.0001378688905424036 4.8169845503652103e-05 -0.00031091340717387395
leaf_count=29559 147599 4669 10098 941 369 4881 1427 109 389 2670 94 1336 4721 93730 1384 161 135 8293 2332 438 282 729 152 1702 17130 748 5557 13049 6446 801
internal_value=0 -0.0156436 -0.00623493 0.0220883 0.0427414 -0.0564492 0.0352817 0.0561823 -0.278237 0.0615057 0.0713481 0.0731497 -0.107739 -0.04413 0.0762858 -0.187737 0.263071 -0.0207951 -0.0265154 0.286913 0.0997478 0.125899 -0.0397302 0.0644882 0.0203953 0.101825 -0.108778 0.113101 0.0963393 0.0113729
internal_count=361931 332372 232437 74213 56500 17713 7615 50838 758 50080 47410 47316 5662 99935 6205 1723 296 158224 149931 1774 5892 5610 4821 45542 22796 22746 5666 21998 20296 7247
shrinkage=0.000980392


Tree=4964
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 988 1002 921 1465 353 359 114 1112 410 718 930 545 1218 1148 608 790 1185 890 428 1386 499 1384 495 528 700 710
split_gain=18.6754 13.3746 19.4509 18.41 16.8418 20.1149 17.9079 18.3337 17.5748 24.52 17.6135 18.2917 17.282 16.5708 30.6341 25.2241 24.2184 23.3809 23.2416 32.8093 22.3415 22.8377 22.065 21.1191 21.5765 22.542 21.0878 20.5477 20.8362 20.1885
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.3820670939764912 -0.32459312438081372 -0.24051307952136838 0.14486519861544186 0.50756670298598427 0.32346298429964238 1.0000000180025095e-35 1.5620189235502193 1.644349105518915 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 3.9048232315577729 3.073785392405322 0.66665475971017707 1.8618223311409718 -0.70607139715668366 -1.3230736206490437 -1.0699309532947014 0.29810686548368953 0.3475617514026495 -0.67847817238530383 -0.10648405255226276 1.3633726830512116 -0.62061551371277346 -0.66907650027014964
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 -3 -5 6 7 12 -8 10 -10 -12 -6 16 15 27 17 18 23 -20 -17 26 -23 24 29 -26 -22 -15 -29 -2
right_child=1 2 -4 4 5 -7 8 -9 9 -11 11 -13 -14 14 -16 20 -18 -19 19 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=4.3491401770795196e-05 5.2727032141584206e-05 -6.777010940612657e-05 0.00043663582902198089 -0.00042061113827684981 7.3337018034499505e-05 -7.4863807415918926e-06 6.0389477056922036e-05 -0.00017173303273280299 0.00053249283998439353 9.2261021815337205e-05 0.0002152209002629573 -0.0010731450714473493 -0.00042327133864572937 -2.9271626063512913e-05 -4.1734608895526356e-05 -1.580288359522863e-05 0.00029982951934477334 0.00019265036323590513 -1.7102607069207437e-05 0.00019184874344597833 0.00023953059713431197 -0.000289051907023603 0.00032460879014254438 -0.00010226424826800531 7.8045183508325854e-06 -0.00013906877819936804 -0.00034627633135718661 0.00072750585104094749 9.828772352687157e-05 -4.0805480305353107e-05
leaf_count=29559 20244 17071 426 572 6363 49026 15364 2822 1267 3266 621 51 582 12070 25663 2657 909 2047 33344 3907 662 314 4401 48667 8755 21365 682 297 894 48063
internal_value=0 -0.0151863 0.00652959 0.00419871 0.0174724 0.0198276 0.0657993 -0.0170555 0.102074 0.20685 0.395183 0.119896 0.0468556 -0.0258588 0.0126749 0.076695 -0.0369728 -0.0393254 -0.0426494 0.00633705 0.164799 0.23358 0.296018 -0.0587806 -0.0378159 -0.0945387 -0.0475933 0.00533748 0.268709 -0.0127075
internal_count=361931 332372 97431 97005 79934 79362 30336 9767 20569 5205 1939 672 6945 234941 47640 21977 187301 186392 184345 37251 8716 6059 4715 147094 98427 30120 1344 13261 1191 68307
shrinkage=0.000980392


Tree=4965
num_leaves=31
num_cat=0
split_feature=785 519 728 941 869 938 650 1052 911 566 518 416 929 624 695 923 21 629 1036 980 430 1173 223 1319 982 1046 791 712 803 675
split_gain=14.7813 13.0967 17.0778 21.476 20.332 20.1224 18.9819 18.8199 19.8775 17.5243 17.3409 17.889 17.282 20.0986 19.7042 17.1468 24.0384 23.4111 18.2746 17.4829 17.0032 16.9399 17.9307 17.6265 17.4864 16.5641 16.5603 29.0252 21.5713 21.0886
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 4.1807005710369394 1.0000000180025095e-35 1.0000000180025095e-35 1.6923072129381651 2.0566016913075393 0.1232568739311538 2.1059719136688364 1.0794040238867422 0.90571909922259353 1.0000000180025095e-35 1.1948183665073715 1.0566345176742331 -0.86449023226567734 -0.70163543588998201 0.36272545494124231 -0.12178204911724656 1.456835372314697 1.0000000180025095e-35 -1.5033420518134701 -0.45584635148571662 0.51441846649202783 -1.1181374779419941 1.7490811357031759 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 0.44359160413691395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 7 12 26 20 -6 11 -8 14 -14 15 17 -17 18 -2 -20 -9 22 23 -18 -25 -13 28 -28 -4 -29
right_child=1 -3 3 -5 9 -7 10 8 -10 -11 -12 25 13 -15 -16 16 21 -19 19 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=3.8467233064078348e-05 0.00038895185036716309 3.6784089460656872e-05 -2.1397524706523844e-05 0.00034432753318422454 -6.9978432142211988e-05 -5.4904209520951683e-05 1.9698074386236672e-05 0.00014258218293234965 -0.00037742343508510119 0.00010189561142100489 0.00040322221720726607 0.00043721281535603391 3.0291590905567534e-05 0.00025251621787117791 0.00016105287690788587 3.2988711595721648e-05 -0.00064377911338466551 -0.00019404172794242077 -9.1388804770372968e-05 0.00091879288303139115 -0.00027105241440984176 -0.0001133402475972081 0.00046508533950128029 -0.00080510572062801795 0.00088330622919983385 -0.00079212022816249974 -4.9719905684049604e-05 0.0001382349383589581 0.00012855023055581883 -1.9226933806054677e-05
leaf_count=29559 1222 21518 71192 738 82080 53023 4478 1533 1682 3066 857 821 13661 2234 2366 10832 253 848 928 78 1090 19851 542 49 94 69 12327 15005 4597 5338
internal_value=0 -0.0137666 -0.0181931 -0.0274466 -0.0287989 -0.0145176 0.0165592 0.00195525 -0.165749 -0.0628667 0.135954 0.083016 0.00232229 0.0668754 -0.0245104 -0.03932 -0.0563604 0.114655 0.229672 -0.000131108 -0.0259453 -0.10175 0.21078 -0.198812 0.393224 0.367923 0.00727968 0.0509974 -0.0112635 0.0979013
internal_count=361931 332372 310854 251671 250933 165787 59183 112764 4305 85146 6225 5368 52958 15895 37063 34697 31621 3076 2228 1006 2623 20789 938 396 143 890 108459 32670 75789 20343
shrinkage=0.000980392


Tree=4966
num_leaves=31
num_cat=0
split_feature=785 11 830 552 365 561 559 1115 434 1117 283 634 495 80 1325 705 434 968 1161 904 772 283 158 1381 842 705 158 1387 1185 1454
split_gain=9.48002 10.1732 14.8332 15.2299 13.9123 13.8236 14.4338 12.7947 12.5504 13.2794 12.0833 11.6605 14.6079 11.4357 11.0531 13.9752 11.8533 11.4486 10.9227 10.9089 10.891 14.9269 11.1828 12.1871 11.7602 14.5312 13.0541 10.8409 10.7092 10.5123
threshold=-0.86283290253235112 -0.20254272511266302 -0.28089076251951706 -0.53749661055073361 2.6018507054985629 -1.0122779853840422 -0.73099579094183131 -0.22773286620815644 1.3361844868512243 -1.6505790610122235 2.3852956337752045 -0.084451726124130239 1.2285890696718937 -2.1236727662877013 0.71256345112970021 -0.02216681112108268 2.1826967950374581 0.45507853057624564 4.2873000869385001 -0.78792635330124117 -0.89592208818556796 0.32383117138415379 -0.03476977395467034 2.0933044062357458 -0.86872117448962805 0.59028473315215713 0.34957597807665736 -0.47532123962465345 2.7502713399909697 -0.12591398429191614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 -4 19 10 9 -3 20 14 -13 -11 15 16 -10 -18 28 -7 21 -1 23 29 -24 26 -26 -16 -15 -22
right_child=-2 8 3 4 -6 6 -8 -9 11 13 -12 12 -14 18 27 -17 17 -19 -20 -21 22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.006229718688689526 -0.00039382450093912729 -0.02037209707796328 0.0096524596883668552 -0.0020443722468096752 0.035689313218404482 -0.07726705879001397 -0.011995002470654098 0.0091094445167301617 -0.041259198668437108 -0.046182579230304791 0.051844139587639171 -0.010323710454044489 -0.057165294058850014 0.0055748404354056388 0.01371737946173238 0.026721370131082545 -0.019783197203632249 0.063462044816596896 -0.074261242674392575 -0.027432972658461625 -0.0054605012971878503 -0.052961346066122107 -0.043705685168899173 0.051166738179024673 -0.06344984048778278 0.019760899970486752 -0.0059608693146972203 -0.051416386636984363 -0.016024646121672734 0.013543352569703158
leaf_count=331 332372 326 277 5085 113 86 1175 2745 113 59 52 635 108 15012 59 284 52 31 21 237 880 163 164 58 79 177 182 86 296 673
internal_value=0 0.0347178 -0.0148234 -0.0837872 -0.0222856 -0.266003 -0.353811 0.0744788 0.0704355 0.0883955 -0.0387065 -0.138744 -0.333261 0.0971007 0.0881973 0.246082 -0.260779 0.344923 0.100806 -0.793964 -0.0606591 -0.388369 0.00560805 0.10284 -0.270095 -0.0910795 -0.447248 -0.486045 0.103092 0.0599091
internal_count=361931 29559 12477 6973 5198 1775 1498 5504 17082 15714 2759 1368 743 15388 625 480 196 83 15329 323 2707 494 2213 1611 602 438 261 145 15308 1553
shrinkage=0.05


Tree=4967
num_leaves=31
num_cat=0
split_feature=890 971 738 974 1160 833 1223 1189 1466 628 818 590 311 1459 1463 1174 845 696 1381 1109 554 919 1176 1144 346 376 1098 487 74 5
split_gain=9.10769 14.9332 16.8701 15.8758 18.4471 22.0358 21.5674 17.1466 17.2414 17.1628 16.3503 16.1909 16.9256 15.6213 15.6477 15.5592 17.4665 15.3187 15.7472 15.4531 17.2768 15.3402 19.1786 16.3209 16.2493 15.2669 15.2599 16.8543 15.4812 15.2162
threshold=-1.0182342416987082 -0.33987089599926784 1.0000000180025095e-35 1.3393118120981196 1.0000000180025095e-35 0.72979074580462633 1.0000000180025095e-35 0.67505263721787034 0.26483232254807937 2.9563723713547496 1.0000000180025095e-35 0.58895901036483078 2.1927101515465859 -0.19467617432788356 0.26178017910560175 0.66620376863195319 -0.89890155108336478 0.97062192905786515 1.4574189927310128 -0.47570412981651039 1.7806921643158311 1.0000000180025095e-35 1.6858241823360294 1.0000000180025095e-35 2.184403729042343 1.2189113891555967 0.19381361040592709 0.46224948381179609 -0.54958617801615184 -0.41760708675653241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 10 -3 9 -9 15 13 12 26 14 -6 -5 -17 18 19 25 21 23 -23 -21 -25 -4 27 -7 -29 -15
right_child=-2 2 17 7 5 11 -8 8 -10 -11 -12 -13 -14 29 -16 16 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0026963414692341694 0.00012681976190556508 -0.01377978869832841 -0.02143246544620632 0.00037093828981419637 -0.0041723530192923032 0.043088582670750109 0.00021115274344521174 0.039747866505200458 -0.0052638161230897703 0.066332438435380961 -0.0012602120342185869 -0.031478669246197237 -0.064593294926213504 0.0037488772629442192 0.01825860779066632 -0.046473782485355677 0.0297768743287978 0.0054957309971465302 0.010301766079857517 -0.02020776249310817 0.027888832679674846 0.0026924318320321258 0.07636066203558943 -0.0022514854902723818 0.078681178382182235 0.0036271427661482602 0.023606802512148292 0.041460049913875294 0.18870303950173101 0.022560552299832299
leaf_count=57060 265454 5656 2567 2342 2047 105 6549 406 162 48 7501 88 35 1064 545 54 480 2244 914 1638 225 1138 45 1123 51 551 467 23 22 1327
internal_value=0 -0.026601 0.0132702 0.0449144 0.0189214 0.0777425 -0.0693067 0.190749 0.553095 0.116057 0.053357 0.50145 0.62479 0.156559 0.021808 0.0890675 0.459941 -0.082379 -0.139873 -0.182552 -0.0747873 -0.124078 0.148005 -0.233757 0.0276768 -0.333574 0.709173 1.35142 2.62524 0.289559
internal_count=361931 96477 39417 28921 25429 13224 12205 3492 568 2924 12484 740 652 4983 2592 2876 534 10496 8252 7338 4220 3995 1183 2812 1174 3118 617 150 45 2391
shrinkage=0.05


Tree=4968
num_leaves=31
num_cat=0
split_feature=785 728 852 1238 923 850 140 1077 735 968 710 140 150 647 590 1255 1467 710 707 362 486 1386 625 899 422 902 570 636 637 898
split_gain=16.2211 15.5932 17.8925 24.2246 23.4108 31.1485 24.2725 21.1041 18.687 17.9311 18.887 17.8694 20.3077 17.6468 36.9663 17.3 17.1586 17.0412 16.7773 17.6853 16.9857 16.9244 16.6996 22.2933 20.0575 16.6013 16.3078 17.054 16.255 16.8944
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.17334222901426247 -0.86449023226567734 0.6190413382504959 1.8790564127931246 4.2406324835638474 1.356718709411544 2.0084989127880917 1.6693584243736712 0.056961987048755554 0.80001238754797444 -0.87782724458594241 0.58895901036483078 0.3710772719079331 3.2089320700182484 1.1870562211658833 0.70951313476084088 -0.57309931683719217 1.034585859977903 -1.1241251319518577 1.3252658997982083 2.0087054795827788 2.3249880148596573 2.0947916829856985 -0.48460852809644533 2.4129057422810987 1.4943574423382835 -0.25462090988376379
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 4 5 17 7 9 -8 18 -11 12 15 14 -3 -7 25 28 19 21 -20 -6 23 -5 -24 -2 -15 -28 29 -4
right_child=1 13 3 22 6 11 8 -9 -10 10 -12 -13 -14 26 -16 -17 -18 -19 20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.7560845915160523e-05 -3.0823397400284602e-05 -4.0159529533372317e-05 -0.00036234481613617997 -4.4923594064680982e-05 -0.00038890429849617795 -0.00023691645195273833 -0.00027522806196290153 -0.0010927426136703459 0.00014364205189050893 0.00028939607532421451 -0.00022905705728982445 0.0006150450035766773 0.00063226100611569222 -9.7391048239714662e-06 0.0003609707869847513 0.00046624192975327225 0.00015194283698368477 0.00037279013100558313 -0.00011652166429587257 8.6798848816157584e-05 0.00016804874465893628 3.7034545896472938e-06 -0.00028115371498562292 0.00028505336993298736 0.0012742534320771678 7.4273373432714993e-05 -8.5693819439400294e-05 0.00032428761576033506 0.0006159831361179488 0.00013683162786660898
leaf_count=29559 147599 4821 844 19282 589 453 2037 85 610 2145 380 776 305 33370 1384 214 2490 405 5660 23295 1105 11719 2590 1053 37 8135 59758 602 121 508
internal_value=0 -0.0171535 -0.0077183 0.0205667 0.0448807 0.208238 0.0316807 0.0434526 -0.173584 0.0453708 0.219992 0.401237 0.209366 -0.0457139 0.0776771 0.000104787 -0.0222616 0.00940293 0.0345442 0.0530346 -0.0670532 -0.0128988 -0.0468887 -0.0259976 -0.251158 -0.0256316 -0.0556667 -0.0824843 -0.105537 -0.178113
internal_count=361931 332372 232437 74213 51251 3626 47625 44978 2647 44893 2525 1748 972 99935 6205 667 158224 1878 42368 35603 6765 12308 22962 20335 2627 155734 93730 60360 1473 1352
shrinkage=0.000980392


Tree=4969
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 762 791 746 809 289 1437 651 1324 578 917 650 1459 712 896 771 565 996 13 773 1311 493 15 848 842 854
split_gain=13.4565 13.3003 18.9507 21.8062 46.2584 23.6116 20.4567 31.536 26.3656 22.2359 22.0443 21.3719 19.7121 19.9575 19.6281 19.2323 19.1809 19.1168 22.0811 22.2071 21.1545 20.6867 18.2838 18.9573 19.6055 18.2633 18.0611 17.9308 17.7057 17.5905
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.8387373041910313 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 0.70036819076278212 1.1070026357714988 -1.2149334638529161 1.6923072129381651 -0.06045160922923843 1.0000000180025095e-35 1.1780070679743837 0.90419804963812089 0.4810433618479425 1.0565563832172893 -0.17189113104522832 0.30711866236834834 0.052484712102878438 1.7658743032110651 0.27152336588760845 -1.1417834959926607 -1.4911445226422015 -0.87473648844905705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 6 5 17 29 8 9 -8 12 16 13 14 27 -2 22 28 19 20 -19 -22 23 -11 -25 -18 -13 -10 -5 -4
right_child=1 -3 3 4 -6 -7 7 -9 10 11 -12 26 -14 -15 -16 -17 25 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.5912914900926494e-05 3.7555350023048302e-06 3.6939743085634651e-05 3.3144107378932392e-05 -0.00090129933738693213 0.00027566596795378155 0.00018851260300573874 -0.0002917757327227524 0.00010536749750000034 -0.0006430981253005354 -0.00012239886005842621 0.00024713524431781272 0.00058724338651294924 -0.00011298278227429026 0.00030132175282602278 1.8733918925136363e-06 0.00013569123808111262 -1.4968293765914751e-05 1.1719440941699983e-05 -0.00021804621454604776 -0.00019149870214322392 0.00024154769075276979 -0.00023324390839444116 -0.00023465021371361043 -5.9616943702642405e-05 0.00057929920177936343 0.00050476557374060842 -0.00011372146292317542 0.00062381526067927418 -0.00010075122929535154 -6.0767313971425494e-05
leaf_count=29559 52958 21518 10862 304 3065 2650 5765 10171 70 4710 1630 461 6412 1542 19385 6225 7919 10220 1958 1747 3886 449 7692 726 566 507 304 468 10175 138027
internal_value=0 -0.0139972 -0.0184602 -0.0282067 0.0257116 -0.00274765 -0.0378526 -0.0018602 -0.0282358 -0.0960965 0.0158632 -0.0642992 -0.00161285 0.0332763 0.0141346 0.0181672 -0.083437 -0.0238953 0.0158343 0.0414323 0.0701209 0.194837 -0.150556 -0.0299561 0.245964 0.0168052 0.308285 0.465714 -0.11706 -0.0538335
internal_count=361931 332372 310854 251671 34454 31389 217217 68328 58157 28650 29507 22885 27877 21465 19923 59183 22120 28739 18260 16302 14555 4335 13694 6002 1292 8426 765 538 10479 148889
shrinkage=0.000980392


Tree=4970
num_leaves=31
num_cat=0
split_feature=871 462 1466 710 346 1052 427 1451 1469 1367 1292 1428 629 997 254 111 1459 829 643 7 1247 496 1071 1118 1191 393 3 1145 774 207
split_gain=9.15769 11.9526 16.1993 14.2663 16.7027 14.6254 17.3203 14.5823 13.0362 15.0782 21.9063 22.4099 21.7361 20.5535 19.9025 18.6617 18.4489 17.7703 17.4829 20.9312 17.5626 21.3528 16.7439 16.6127 16.9981 16.1407 20.9486 19.4003 23.6595 20.1664
threshold=1.0000000180025095e-35 3.5900732819318715 2.0059357122245594 -0.77430607187912159 -0.95047499512893452 0.52049282840407163 -0.1740114383513526 0.34500621528061176 -1.0588145806293296 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2658211650293891 -0.55302200848745542 1.0000000180025095e-35 3.0393343501846242 4.5780457843415556 -0.4498467670370504 -0.70057572354603204 1.1397188813230243 -1.704457818835724 -0.12801012311487683 0.69084194168817237 -1.8043545647667931 -0.1233355904603866 1.0000000180025095e-35 2.3960133347394228 1.0000000180025095e-35 -0.18260127941003099 0.02093902618693581
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -5 7 -7 -1 10 25 14 -11 23 -12 -13 -16 -18 19 -15 21 -20 -22 -14 -25 26 -10 28 -27 -30
right_child=-2 2 -4 5 -6 6 -8 -9 9 12 11 15 13 18 16 -17 17 -19 20 -21 22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.0019181182289149295 -0.0015775901409429693 -0.055994553179652684 0.044363301153140841 -0.023978773845492428 0.026572966896628483 0.021839789249656343 -0.015136825758913761 0.13082562455856081 -0.0055683319779002462 0.001050299215592297 -0.0015213113125390914 -0.0041590087193502431 0.070271168374139284 0.018017679816949718 0.0035632840052994305 0.040996954807100243 0.0069720128371724274 -0.078352745881750452 -0.015381739494024063 -0.041661077092455784 -0.0054767812785043481 0.079004337126637583 -0.016637597655525586 -0.0029808097450182772 0.011539530743004303 -0.0055065138558974391 0.020821125659706494 -0.0071678378164753949 0.0014525800586595149 0.018364963294359108
leaf_count=41645 71831 44 69 1281 225 96 235 21 36340 120543 19380 16416 39 626 25031 105 53 64 74 105 7550 58 2280 2814 1522 3127 514 5084 2492 2267
internal_value=0 0.00137897 -0.200386 -0.251393 0.263679 -0.350699 0.134622 0.941761 0.00249598 -0.0043953 -0.02677 -0.000687845 0.0108366 -0.0703637 0.0251279 -0.0760875 0.0668996 -0.796239 -0.125874 0.216722 -0.150943 0.6978 -0.161852 0.0560211 0.0422513 -0.0736405 -0.102927 0.012384 0.0889399 0.197886
internal_count=361931 290100 1971 1902 269 1633 352 117 288129 246484 110873 61049 135611 15068 44528 16521 25148 117 10693 731 9962 132 9830 4375 4336 49824 36854 12970 7886 4759
shrinkage=0.05


Tree=4971
num_leaves=31
num_cat=0
split_feature=728 1020 706 351 974 288 971 296 742 491 557 1108 1327 1088 1393 845 706 1040 769 1187 781 424 80 896 499 1259 1389 209 1273 572
split_gain=9.16372 12.6118 13.3243 14.8884 13.7376 14.0606 14.2281 16.0232 14.6927 15.509 16.5486 13.1458 14.1763 13.0404 12.9955 12.5934 16.2822 15.5885 14.9048 18.56 15.9343 15.5584 18.7498 17.139 19.1683 16.4749 19.1174 16.0521 15.291 20.5415
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.0258146145105322 -0.55498813297827565 0.19418507987924014 -1.3689037733473681 -0.7680168534104368 -0.30011546845844878 1.0000000180025095e-35 0.5301691294511397 0.18896096547219607 0.40047419391608646 -0.44861661785319695 4.1450705102633751 -0.64424715542362243 -1.2648698170058223 0.1560434519909992 -0.69317107199895289 0.43572565976923389 1.5105553474803968 -1.3909701653023856 0.80012775896155763 2.0161638042969101 -0.36124603107481074 0.44966611795670225 0.32175038096817749 2.3485144572910177 0.14863363809304586 1.8789924800463422 2.9387984209022848
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 -3 -4 11 -6 -7 8 9 10 14 -5 -13 15 -8 16 -2 18 28 20 -20 22 25 24 27 -22 -27 -23 -17 -30
right_child=1 2 3 4 5 6 7 -9 -10 -11 -12 12 -14 -15 -16 17 -18 -19 19 -21 21 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00016985959704369534 -0.016667954202095225 -0.00065719782729589313 -0.0034021383170347273 0.019064444685241475 0.082334648749975356 -0.042945459789792619 -0.061225897818554025 -0.024260487897449459 0.063429631755898885 -0.051274486971678912 0.082798719428695156 0.019184383087290792 -0.025959912453620539 -0.052955856914282978 0.021873694328465032 -0.014097834116319151 0.0085594301721185258 -0.0020414959363598542 0.11628936016356017 0.026201863874192179 -0.021691494406402639 0.017909417122071294 0.046320357062500435 0.00053919723780681986 -0.044550932059077467 -0.0021922564974302177 0.10822711753369996 0.11369342307633488 0.0013234820217419242 0.10513328459848795
leaf_count=252841 648 56617 1835 1894 22 174 38 239 60 63 37 198 290 137 94 7020 2988 31659 27 398 1715 78 91 608 55 1119 28 69 862 27
internal_value=0 -0.0242214 -0.00222236 0.120142 0.216982 -0.081761 -0.14969 0.024418 0.364269 0.0715367 0.408707 0.302234 -0.0940238 -0.0597224 -0.00498343 -0.0576104 0.0948434 -0.0710087 -0.162154 -0.0202224 -0.0905026 -0.105848 -0.201781 0.273949 1.03027 -0.250532 0.0245101 1.47911 -0.236647 0.128399
internal_count=361931 109090 61561 4944 3109 727 705 531 292 232 169 2382 488 47529 132 47392 3636 43756 12097 4188 3790 3763 2953 810 202 2862 1147 147 7909 889
shrinkage=0.05


Tree=4972
num_leaves=31
num_cat=0
split_feature=785 728 784 921 727 647 590 351 570 982 1183 909 15 516 431 1113 732 149 835 1107 626 139 75 1144 492 418 1022 785 146 705
split_gain=20.3291 15.847 19.0855 18.3643 21.2265 16.5182 35.8815 15.9684 15.9286 15.7738 16.8101 15.7246 19.7709 17.4448 17.2415 17.7218 16.8543 16.6054 16.8938 22.2089 21.7311 18.2059 17.1694 16.3984 19.4069 16.267 15.6283 17.6009 16.5377 15.8095
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 1.0525743831388839 -1.5722412400100421 -0.87782724458594241 0.58895901036483078 2.116766141447274 -0.4998781572545779 0.51333401215625141 -1.3559834075917185 -0.21963219460843428 1.5345964658009021 0.6082395262932252 -0.89053722722198725 -1.1753474509811404 1.0000000180025095e-35 1.7835602024035264 -1.085285765906139 0.29485979613021224 -0.72860298360303677 -0.90249973263376004 -1.1815872242278207 -0.59373083871637722 -0.043153486015632007 -0.99704117860371311 1.0000000180025095e-35 2.9970139449733542 2.7503861831498626 0.67165941385979033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 -4 9 6 7 -3 11 10 -5 12 14 -13 15 16 -7 18 19 20 -16 -22 -21 24 -20 -26 28 -28 -2 -29
right_child=1 5 3 4 -6 8 -8 -9 -10 -11 -12 13 -14 -15 17 -17 -18 -19 23 22 21 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=4.2669384651569488e-05 -4.8030280050153551e-05 -2.2080216655652042e-05 1.0569643944428525e-05 -0.0014029318001041507 0.00017583282701096056 -0.00034753534108236613 0.00035131223460889985 -0.00096649390167689593 -8.1138267151943696e-05 -0.00063430516071426963 3.7678708821436436e-05 2.3962415463524506e-06 0.00022685087184827447 0.00020856645440078562 -0.00047866530154288335 -0.0003103346300824915 0.00047389634221866407 -0.00048540648202075216 -7.8424403011766733e-05 -0.00070461815243639853 -0.00081578296526127329 0.00038906565213347078 0.00066737157136364774 -0.00010946190117243117 -0.00085439094659673514 0.00068262135466377568 -8.0581543728754546e-06 2.9641820983526438e-05 0.00026454934197318988 0.00029793233932464444
leaf_count=29559 86488 4684 34551 45 6301 308 1384 137 61493 265 984 10847 1236 2952 545 3772 361 634 749 73 106 625 552 8880 56 541 98491 2896 802 1614
internal_value=0 -0.0185477 -0.00904162 0.0333335 0.128656 -0.0473452 0.0720114 -0.0447895 -0.0569782 -0.127537 -0.0150627 -0.010505 -0.0652851 0.0500088 -0.092052 -0.238778 0.145574 -0.0405962 -0.0189879 0.202498 -0.0181678 0.246074 0.557106 -0.0662458 0.20526 0.562238 -0.0193904 -0.00210969 -0.0452453 0.135296
internal_count=361931 332372 232437 42146 7595 99935 6205 4821 93730 1294 1029 32237 18438 13799 17202 4441 669 12761 12127 1901 1276 731 625 10226 1346 597 190291 103001 87290 4510
shrinkage=0.000980392


Tree=4973
num_leaves=31
num_cat=0
split_feature=685 701 1204 1242 300 354 322 686 1178 16 1470 1 1119 1113 1326 1327 702 1049 69 766 824 976 627 773 80 1099 353 1021 850 699
split_gain=9.2607 14.3251 16.4535 14.9729 14.3784 18.8703 16.8127 14.9931 14.9727 14.1318 17.2259 17.8639 17.7439 16.6817 15.9289 15.7369 15.6409 15.4302 20.1325 15.8294 15.4085 15.1498 15.0689 14.7403 15.7641 14.5972 14.5359 14.1733 14.1595 14.1206
threshold=0.58104764358843186 0.84289592610859465 -0.55086253359273052 1.7163795763512886 -0.64728023701233328 -1.2905536370872059 1.0000000180025095e-35 -0.71054025661144793 -0.008009528810863158 0.077091481829481875 1.3497734081919235 1.1450103589654104 -0.096106948842591092 2.7443281209039712 2.15724710703013 1.0621569635759065 -0.014072777222471694 1.4069177371033732 -1.1641295133489205 1.0284925294174208 1.6273301965107299 -0.83491311154448222 -0.81716736750431818 1.0289876380082534 -1.4992037477290523 0.56190344819121218 2.0708495840985219 2.1940019844089416 -0.71655674043578599 0.53715836962338182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 9 -3 -6 8 -8 -7 14 17 12 13 23 26 16 -14 -11 19 -19 22 -22 -16 24 -12 -17 27 -2 -29 -4
right_child=1 2 29 -5 5 6 7 -9 -10 10 11 -13 15 -15 20 25 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.7930932528281886e-05 -0.0012600710792169147 -0.017561792644376264 -0.009205283915026629 0.0086558134551021418 0.055923192378360326 -0.0082726758501241535 0.027968614563566269 -0.023705758380244399 0.027913593386429444 -0.0069259428185106144 0.068825680841058917 -0.02561774152863543 0.029314223989013288 0.10682959301123962 -0.031074697513471333 0.039529147305035012 -0.014516070890534132 0.054155990495863872 0.00043893352543447817 -0.050878781163554258 -0.014076505532397702 0.070521885877427318 0.02007439107946769 0.041136616567874582 -0.015628030064516168 0.1316627099162099 0.01370492362369507 0.067406410535882144 0.010142721456061614 -0.031276775001516773
leaf_count=306971 24310 587 4284 2402 124 310 107 528 489 15852 35 316 463 20 123 98 196 158 1148 34 44 109 312 89 734 37 974 83 326 668
internal_value=0 -0.0354169 -0.150738 -0.019925 0.041418 0.162158 0.0770888 -0.26307 0.309125 -0.0308977 -0.0861359 0.14668 0.241877 -0.0239627 0.00735172 0.510155 0.342962 -0.113173 0.135129 0.836784 0.385684 1.00715 0.156617 -0.0857476 -0.219298 1.27026 -0.00330181 -0.0169343 0.451013 -0.24091
internal_count=361931 54960 7097 47863 2145 1558 1434 635 799 45461 19180 1988 1672 878 26281 794 659 17192 1340 192 588 153 435 858 769 135 25693 24719 409 4952
shrinkage=0.05


Tree=4974
num_leaves=31
num_cat=0
split_feature=470 395 592 1085 348 212 762 486 980 923 445 1382 907 427 18 158 141 569 13 139 562 1188 966 87 493 432 929 247 149 1038
split_gain=9.22299 18.0288 16.3501 18.7385 15.1847 17.6571 17.1297 16.4911 19.9353 18.9236 16.7417 16.4676 16.218 17.7533 17.5197 16.5126 16.0623 16.6473 15.9453 15.427 23.0445 15.8197 16.026 15.2252 15.1393 14.9984 16.1676 15.619 14.9557 16.2297
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.59494694347224619 3.5775253332674297 0.12307020518726235 1.1001386375632889 2.267816636509338 1.665677183943582 -0.8114155581452932 1.0000000180025095e-35 -0.98875111453437525 1.619786901341342 0.283293713821065 -0.24544253887113129 -0.15120872207360422 1.3856384400741495 -0.14601035032605281 1.2784699903195083 1.3133939385048434 -0.69139415680966343 2.1817905635838413 1.111311013201544 -0.71678603161017429 0.30953150171145288 -0.43317847156375949 -0.12046189611033793 1.0000000180025095e-35 0.5131550322267513 0.50565822378650771 -0.59331647144126975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 9 -9 19 -11 12 13 14 -10 -14 17 -7 24 20 -6 22 -21 -19 -8 26 27 -15 -12 -30
right_child=-2 -3 3 -5 6 16 18 8 11 10 28 -13 15 25 -16 -17 -18 23 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013624964695612089 0.00033158377202464738 0.00012349950582745125 -0.0071534289499939063 0.045771651801715441 -0.011073774599843936 -0.0089914097906517495 0.031577490488886778 -0.02501971164074231 -0.039514863268907081 0.0069090709445592162 -0.020479195455399977 -0.0271198796787681 0.044281448667784301 0.010035896428937582 0.017283648801797686 -0.056339916193096723 0.0097898195882373459 0.031281920416188623 0.078111122038063183 0.010208770604105759 0.051539627925507439 0.011593739692307333 -0.0033436398138882804 -0.045070421803073107 -0.0058900467088629314 0.051242256694846326 -0.065667464628792402 0.10355180667597351 0.024985293382948505 -0.010630760930436179
leaf_count=14895 191352 89543 35238 81 3201 3278 256 288 200 927 3407 123 373 324 145 32 2467 512 46 2086 89 2002 8669 165 361 159 55 27 447 1183
internal_value=0 -0.0179423 -0.0519609 -0.0731607 -0.0756285 -0.114384 -0.02449 -0.0383534 0.189788 -0.0610479 -0.21157 0.290019 0.368637 0.190048 -0.270815 0.763613 0.0268453 -0.10236 0.349579 -0.0176505 -0.180361 0.024514 -0.0182056 0.413035 0.238186 0.433351 0.188649 0.3355 -0.285404 -0.0604182
internal_count=361931 170579 81036 66141 66060 41660 24400 23737 1726 22011 5964 1438 1315 910 345 405 6422 3955 663 16047 3290 12757 10755 677 617 565 406 351 5037 1630
shrinkage=0.05


Tree=4975
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 988 1002 921 1465 353 359 114 1112 410 1470 1461 982 572 665 1461 1455 1455 1020 1244 287 634 710 269 975 284 1455
split_gain=15.8595 13.3238 19.6744 18.5183 17.0427 20.3828 17.6553 18.2673 17.3914 24.5345 17.738 18.3175 17.2377 16.1826 23.7566 20.0859 22.1374 20.2314 19.2861 22.805 21.4439 25.0986 23.2384 21.1609 18.54 17.3565 17.0274 16.9386 17.2884 16.5478
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.3820670939764912 -0.32459312438081372 -0.24051307952136838 0.14486519861544186 0.50756670298598427 0.32346298429964238 1.0000000180025095e-35 1.5620189235502193 1.644349105518915 0.34450605210609392 2.168355840084041 -1.1500229142305594 -0.91678480037744148 1.0000000180025095e-35 1.3050064473793943 -0.15930086585587508 -0.19499014169235143 1.0000000180025095e-35 -0.59379989546969569 0.95485082837895607 0.068762061192976218 2.0990458417769733 0.24204918951595961 0.24898767976083933 -1.6975730538452714 -0.1866315278610888
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 12 -8 10 -10 -12 -6 27 15 -15 17 -17 20 -20 21 22 -18 -24 -25 -23 -19 28 -7 -22
right_child=1 2 -4 4 5 13 8 -9 9 -11 11 -13 -14 14 -16 16 18 26 19 -21 29 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=3.9578562440460226e-05 -2.4729818851877661e-05 -6.7444026542547443e-05 0.00043969283846651133 -0.00042259905089087697 7.4683518956680976e-05 -0.00056915498740887059 6.1261118775041745e-05 -0.00017001403117799163 0.00053325222911665144 9.2354061724908175e-05 0.00021456300851328431 -0.0010746699621269693 -0.00042167861752491573 -0.00055410923506523269 -0.000706180882181853 0.00044164028551683981 8.753216827532434e-05 0.00036462260760318515 0.00057658523484014072 -0.00044654841416316021 0.0010018203145582645 -6.9591217550883495e-05 -0.00045790827505672786 -0.00040277553376430789 0.00039893889680703325 0.00075858530991444642 -0.00032479482284761036 -9.378666629673362e-05 4.7943936027356588e-05 5.839608126098554e-06
leaf_count=29559 234941 17071 426 572 6363 337 15364 2822 1267 3266 621 51 582 396 257 787 732 275 378 133 60 4616 2633 290 272 109 436 5228 26151 5936
internal_value=0 -0.0145664 0.00711111 0.00476605 0.0180807 0.0204508 0.0667387 -0.015562 0.102759 0.207004 0.395412 0.119127 0.0482663 -0.00719931 -0.0629831 -0.0524083 -0.0407628 0.21267 -0.0673219 0.335689 -0.0833972 -0.155876 -0.295184 -0.377841 0.0162088 -0.0488052 -0.0600334 0.0218973 0.043887 0.0199526
internal_count=361931 332372 97431 97005 79934 79362 30336 9767 20569 5205 1939 672 6945 49026 17310 17053 16657 1498 15159 511 14648 8652 3927 3195 562 4725 711 31716 26488 5996
shrinkage=0.000980392


Tree=4976
num_leaves=31
num_cat=0
split_feature=785 516 789 452 506 564 506 174 578 498 564 431 1256 1138 921 728 651 713 689 661 507 790 776 413 698 965 980 1037 1220 499
split_gain=9.15285 9.94339 19.8905 19.8564 54.6011 27.1343 19.3924 17.7659 16.9068 19.0727 17.5785 18.0491 16.5251 17.0766 16.428 29.5546 30.9154 28.7129 28.3383 26.8884 25.301 24.6508 21.7379 20.3547 19.6914 19.3669 27.0572 19.4336 18.3012 17.862
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 0.60725649753328859 -0.33605752069368178 1.4188032667957222 -0.33605752069368178 -0.32966149102970849 -0.87905496296652397 0.59235351831561789 2.5200032278459363 1.7645186780104596 2.8265518582395983 -0.97354974662006588 1.0525743831388839 -1.3163276726681863 1.1107569744011787 1.0000000180025095e-35 -0.4288425582216272 0.48553334710836543 1.0941628986121894 1.8618223311409718 2.5659293755304176 1.0000000180025095e-35 -1.2736515185629249 -0.67489880803012814 1.4201849982139072 1.2011613110654416 3.3786938724774127 -1.4741951044828177
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 14 5 -5 6 12 -6 9 10 11 -4 13 -2 15 16 18 -16 -3 20 24 25 23 -19 -20 26 27 -17 -29 -24
right_child=1 2 8 4 7 -7 -8 -9 -10 -11 -12 -13 -14 -15 17 21 -18 22 19 -21 -22 -23 29 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0017315234278067323 -0.028839139252310582 -0.0010738913071120272 -0.019181198633534877 0.013366983352884894 -0.0059303425192381021 -0.0078806691275163879 -0.00051955602720010123 0.0021257293511853172 -0.0037948956968337439 0.022711504190539824 0.017600867600199344 0.05991812853417583 0.02664009957539509 -0.0050118847888669556 -0.0059129537011006917 0.001045551069522696 -0.0079536489808954367 0.00096334159949580797 -0.0013415432008490244 -0.0034993528099640393 0.018609659143128933 0.0040336368429325304 0.058462421278531899 0.008327335559371811 0.010294416178348444 -0.0023310425974102057 -0.0097743879069751571 0.011262474087960076 -0.06031669647481526 -0.046203501652964579
leaf_count=29559 585 6328 565 4108 7823 10410 93060 9902 22217 573 332 37 197 14194 3563 25832 2539 7921 2911 2511 2833 13849 25 11776 6099 76147 2551 3200 49 235
internal_value=0 -0.00724315 0.00312874 -0.0239716 0.0431274 -0.0374636 -0.0250967 -0.0231927 -0.0589583 0.16268 -0.0419231 -0.279425 -0.104742 -0.114787 0.0121849 0.00246662 0.0752601 0.0669402 0.103946 0.159086 0.200326 -0.0130186 0.100257 0.107495 0.139293 -0.0251883 0.0220368 0.0428614 0.205274 -0.661273
internal_count=361931 332372 192093 140279 21833 118446 108036 17725 23724 1507 934 602 14976 14779 168369 144849 23221 23520 20682 14354 11843 121628 19957 19697 9010 107779 31632 29081 3249 260
shrinkage=0.05


Tree=4977
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 333 791 746 809 660 1187 896 931 221 909 651 1158 678 635 1002 6 287 1191 1240 650 207 220 1338 1052 222
split_gain=13.9294 13.0767 17.9609 21.2522 35.2901 35.1415 23.1266 31.4721 28.47 28.093 25.0332 23.6142 23.0259 20.98 20.738 22.2812 22.5955 20.0956 19.7419 19.7363 19.453 19.2711 23.2243 18.9322 18.4215 18.312 18.3013 18.1196 18.0227 18.0063
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.0308016862606064 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.72421686037558375 1.0000000180025095e-35 -0.43454379769620094 1.0000000180025095e-35 2.0566792771333762 0.77955888130362561 0.58396494997324677 1.0000000180025095e-35 1.0000000180025095e-35 -0.9393564795788979 0.69854289147193727 -0.73968631756532022 0.66290233023023581 0.35724830425836468 1.0000000180025095e-35 1.6923072129381651 -0.51335641308337998 -0.17538028888863844 1.9190405794898435 1.2528237979278181 2.014354030516309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 24 6 17 -6 11 8 9 18 -10 12 -4 20 15 25 27 -5 -8 -14 -12 22 -18 -7 -2 -13 -23 -17 -15 -11
right_child=1 -3 3 4 5 23 7 -9 10 29 13 14 19 28 -16 16 21 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.6845444114305563e-05 3.2329572535276563e-06 3.6622811488535727e-05 -6.6283133320678135e-05 -0.00019157561720407738 0.00030958333067804803 0.00020939807163183381 -0.0004172223768595134 0.00010432441476501555 8.0922355206048814e-05 -0.00015757928973110524 8.918957791236609e-05 -9.20476343987666e-05 5.4678483568495306e-05 0.00061098185327715154 -0.00013767368320902849 -0.00021909681209764006 -0.00016804699241858048 5.3274527259268301e-05 8.1866725028095346e-05 -0.00010954453677054982 -0.00010220636217770515 -0.00012175540422977091 0.00020527315880744231 -0.00054124230575028202 0.00013235791777244235 -5.372619785591601e-06 0.00037796828687532656 0.00017626299132498122 -0.00088442757363485741 0.00022014323940536132
leaf_count=29559 52958 21518 23666 2881 3351 237 924 11305 17623 22973 3751 23284 25779 332 20586 11141 4418 4547 6875 4103 11831 646 1198 374 6225 47298 945 702 52 849
internal_value=0 -0.0139051 -0.018329 -0.0278181 0.0657252 0.227634 -0.0332369 0.00265796 -0.0218958 -0.0890601 0.0205359 -0.0494942 -0.0098098 -0.0454099 -0.0713095 -0.0542628 -0.128123 -0.0292171 0.0456192 0.0313635 -0.0594449 -0.0260175 -0.0936591 -0.242199 0.017328 -0.0328965 0.19537 -0.197979 0.458446 -0.142992
internal_count=361931 332372 310854 251671 11390 3962 240281 76515 65210 31621 33589 163766 53548 15966 110218 89632 19050 7428 7799 29882 15582 7207 5616 611 59183 70582 1591 11843 384 23822
shrinkage=0.000980392


Tree=4978
num_leaves=31
num_cat=0
split_feature=859 695 899 754 77 277 294 490 639 419 759 639 1244 638 907 219 970 292 1176 1452 420 373 689 1046 488 1316 977 1385 476 558
split_gain=8.98598 16.8197 18.7253 18.3093 17.7436 17.5441 17.857 14.7366 14.6202 18.2186 24.9199 20.2107 19.0681 17.4642 16.6378 19.5274 15.6693 15.045 19.4436 14.9688 14.8514 15.0797 21.2159 15.6277 15.1815 14.7742 14.5507 14.4458 15.2371 15.7497
threshold=-0.54135187694831066 -0.34925803165074831 2.0693354998822668 0.58202745711681114 1.5029597294391763 2.7574263354204969 -0.4101771934163338 -0.33412600261336434 0.11942102837874842 0.74218271451517448 -0.43806006575711359 1.0428001994137133 2.0566425129400248 -0.46473670851961618 1.1339166529000784 -0.90354701424142203 -0.015267128951958217 0.064870847924181171 -0.82790392978908256 -0.28700289465434548 -0.69332961503940016 1.3916986491924506 0.66635842079817542 -0.77379311146412044 0.73481589845183637 0.35268985000578862 0.78267425074781782 -0.77095088139399504 1.0000000180025095e-35 0.011059532469566482
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 7 -3 -6 -7 -4 19 14 -11 12 13 -12 20 16 -16 25 -19 -1 -10 -22 -23 -24 -25 -13 27 -9 -29 -30
right_child=-2 2 3 -5 5 6 -8 26 9 10 11 17 -14 -15 15 -17 -18 18 -20 -21 21 22 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.0027691654669912218 -0.0005970854591226581 0.00074230822387609855 0.020489526627294079 -0.022757275803985316 0.0066168685793469503 -0.031773465767488233 0.092257932103274015 -0.025763876078011116 -0.02046448603791037 -0.011618053441106927 0.032301457104747307 0.040265511077077779 0.092435478681442348 -0.020232821947919376 0.005769536802599084 -0.0032243298940064554 0.064286105379555411 -0.051287221757655391 0.084272742300468495 0.0023131664618258451 -0.0087357300716438858 -0.013601202576813807 -0.060245665228563117 0.077686982844134611 -0.041431221666010959 -0.032049446489299173 0.028041519224553026 0.026511324705430883 -0.017197308941759769 0.018140987526803518
leaf_count=15729 244749 66423 1371 278 5094 26 45 274 2008 672 120 156 27 301 158 1000 140 26 119 16499 5104 170 28 102 23 64 256 310 411 248
internal_value=0 0.0132588 0.0335019 0.203471 0.0256805 0.147298 1.21192 0.248334 -0.025486 -0.111633 0.138999 0.41355 0.0733976 -0.064525 -0.158408 0.111842 0.682539 0.836371 1.39204 -0.0024253 -0.205417 -0.140118 0.375735 0.99247 1.25389 0.404198 0.0910047 -0.0143997 0.105779 -0.0796997
internal_count=361931 117182 74736 3148 71588 5165 71 2870 42446 10218 1485 813 448 421 8733 1298 298 365 145 32228 7435 5427 323 153 125 220 1499 1243 969 659
shrinkage=0.05


Tree=4979
num_leaves=31
num_cat=0
split_feature=614 890 795 768 727 588 1425 434 785 660 513 145 498 216 426 854 797 710 791 416 269 675 638 1002 651 965 885 921 210 400
split_gain=14.1448 18.1157 21.7224 21.668 21.5123 30.9896 22.0916 20.6487 20.0612 19.891 20.8691 24.9507 20.6904 20.0821 20.1538 19.6265 55.4357 23.2882 22.1811 21.9202 20.3932 20.383 19.9768 19.5782 20.666 21.7746 19.2627 18.8888 20.0704 19.3433
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 1.8936793896627242 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 3.7374297967062331 -0.86283290253235112 -0.72421686037558375 1.0454229551509682 -0.74296541412576722 0.76359732391387336 -0.53227489839990338 1.6609284024027213 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.0000000180025095e-35 1.2448093987742805 0.24204918951595961 1.0000000180025095e-35 1.273276721297012 0.69854289147193727 1.1107569744011787 1.4967165609810034 2.9080136987884808 1.0000000180025095e-35 -0.37641982178211458 2.2100914280216659
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 6 8 -5 -6 -10 12 -12 13 -11 -15 16 -4 18 23 20 -19 -20 -22 27 25 -25 -8 -17 -29 -30
right_child=1 2 15 7 5 -7 26 -9 9 10 11 -13 -14 14 -16 17 -18 19 21 -21 22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-3.372976775191051e-05 -4.0699795049903691e-05 -8.178250217960179e-06 -5.8007793184921087e-05 -0.00032037940138005422 9.846716811554963e-05 0.00024137033289639071 0.0001160802236907023 0.0018885853298194291 6.8962360494383471e-05 -1.4678269950608981e-05 -0.00024200665798362815 0.00023423029968106307 3.1152932497480778e-05 -0.00016638376899773028 -0.00055029538052532188 -5.8631631812780488e-05 0.00024687775018306801 -9.6551886732037316e-05 0.00017580534574861975 0.00033267134488560753 7.4286786809242786e-05 -1.7825884027225612e-05 0.00051231875203840605 -0.00012172467168722971 -0.00034216217490668714 0.00017455480657181522 -0.00064628710136114805 -7.7725731124686514e-05 6.4977963864501463e-05 -0.00043824045999120464
leaf_count=107272 23784 45699 6883 2492 10489 3726 16208 23 8822 4455 626 1860 5309 7665 877 49359 4397 3639 4329 1214 4439 6772 462 10969 1815 1265 158 8757 17715 451
internal_value=0 0.000435396 0.00614339 -0.0656757 0.0299451 0.0573133 0.0436092 -0.300718 0.0142488 -0.0156861 -0.0557506 0.120534 -0.0858169 -0.138125 -0.208168 -0.0145089 0.0722378 -0.0240711 -0.0348734 0.0770875 0.0364353 0.0599922 0.121341 -0.0470163 -0.123762 -0.0907852 0.111017 -0.0320719 0.0155977 0.0558519
internal_count=361931 254659 228360 26299 105894 60195 56469 2515 40103 29614 20792 2486 18306 12997 8542 122466 11280 111186 101432 9754 8540 11101 4901 90331 14049 12234 16366 76282 26923 18166
shrinkage=0.000980392


Tree=4980
num_leaves=31
num_cat=0
split_feature=129 697 1016 843 1185 844 905 64 1046 1320 625 913 971 909 866 923 483 363 1043 1467 1463 900 1175 655 492 338 141 1243 563 570
split_gain=9.02316 11.6522 13.7346 14.0971 12.7592 15.2463 12.6856 13.3396 12.5796 18.1282 16.5876 14.6024 13.5169 13.1833 44.9289 50.2744 19.9814 17.2188 17.0986 17.682 15.968 16.7928 16.0882 15.9405 20.5125 16.8825 16.0716 15.914 17.288 16.1849
threshold=1.0000000180025095e-35 1.6146804744781753 2.6153699637890528 0.24109700648749308 2.6275413195740192 -0.67052445176273934 -0.45241007876187428 1.0148196801701652 -1.56246364468913 -1.1740571138980409 0.81036437474943412 -0.57112252538228214 2.5965641137924291 1.0177766212561699 0.5880156106821478 -0.86449023226567734 2.818952298759688 -0.15502699914689108 0.29923284166923186 0.63407150687664038 -0.49447245968394754 -0.32585038742811051 -0.5993195062257316 -0.95426889869109321 0.25848890342200087 1.1535069771672011 0.92855547148147421 -0.016360230402524566 1.032953416321347 -0.26701631259305619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 -3 -6 7 -7 9 10 12 -11 -1 23 -15 18 17 -17 19 -16 21 -19 -23 24 25 -10 -26 28 -20 -30
right_child=-2 2 3 -5 5 6 -8 -9 13 11 -12 -13 -14 14 15 16 -18 20 27 -21 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0075554200715860671 -0.0018827985236555375 -0.0029940028273232559 -0.010636797421705273 -0.060838998782902678 -0.017956549953905814 -0.019922311871283519 0.047449079556257996 0.066042120794378753 0.00083407944952173542 -0.00073012236761875915 -0.018552746413262412 -0.0098039084754203299 0.054360348100883561 -0.0034711275682671309 0.0045388158442277891 -0.0080416097066117725 0.079937094887151713 -0.027703580025794112 0.034392611936387388 0.028353673378981578 0.014579916391816628 -0.042101820652148597 0.014300333383608864 0.00091646281056047534 -0.018402608343592124 -0.025401581351416503 0.0073658651216903783 0.0052905875973789209 -0.037149905159896829 0.045046814627022647
leaf_count=2253 48087 19623 266 110 151 130 190 28 6557 5691 505 7398 83 34080 2259 3263 32 330 955 420 1092 86 421 223576 2784 500 512 434 81 34
internal_value=0 0.000876197 -0.0587808 -0.503183 -0.0487915 0.331485 0.588991 0.0246991 0.00435036 -0.0691937 0.112929 -0.113865 0.191018 0.00756999 -0.0290985 0.106431 -0.047139 -0.0592739 0.28009 0.171961 0.111448 -0.127838 0.119794 0.0146335 -0.0864319 -0.0146429 -0.276217 0.45883 0.594015 -0.170026
internal_count=361931 313844 20498 376 20122 499 348 158 293346 15930 2841 13089 2336 277416 43487 9407 5224 5192 4183 2679 1929 837 507 233929 10353 7057 3296 1504 1070 115
shrinkage=0.05


Tree=4981
num_leaves=31
num_cat=0
split_feature=785 519 713 930 921 783 657 774 791 746 809 289 1437 706 854 797 797 965 414 1243 1035 1028 777 848 84 400 578 565 755 1311
split_gain=17.1229 15.7866 19.8181 24.1625 21.4119 48.1638 21.479 20.0104 19.9656 31.9583 27.5129 24.455 22.2952 21.2192 20.5843 81.5292 21.8277 23.5073 25.0609 19.9286 21.1727 19.7609 19.5324 19.2055 18.7758 18.5917 18.5386 18.3844 18.233 18.0649
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.72755686970153477 1.5033568469461875 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 0.03945264047130545 -0.87473648844905705 0.63961785378869596 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 0.1517318052922412 -0.34755022397939389 1.0000000180025095e-35 -0.79402034679008671 3.5086024243106082 -0.010139945829889745 1.0000000180025095e-35 1.1070026357714988 1.1604233505739945 1.5226375783121155 0.57036434823577087
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 21 8 7 -7 -6 14 10 11 -10 26 -13 15 24 19 18 -18 25 -21 22 -2 -5 -4 -16 -12 -25 -22 -28
right_child=1 -3 4 23 5 6 -8 -9 9 -11 12 13 -14 -15 16 -17 17 -19 -20 20 28 -23 -24 27 -26 -27 29 -29 -30 -31
leaf_value=4.0824989085440633e-05 0.00019111398660386834 4.0084359413522467e-05 -0.0002410276132756528 -3.1891669133008784e-05 -4.3398873226981487e-05 0.00022604608886213172 -0.00015866159572865764 0.00015568145892200786 -0.00030074490452949675 0.00010328176546892528 -1.821257689177976e-05 1.8877724777205072e-05 0.00024710750680794884 -0.00014478398065022411 7.889039967346356e-06 0.00028305479042115944 -1.7720680987883684e-05 -0.00018699849122876842 -0.00023231366856314833 -0.00018903313481269038 -7.6998828924838326e-05 0.00013943068387307927 -3.0919361508820634e-05 0.00019365146336757161 -6.0013240188479521e-06 -6.8730730483430798e-05 9.9619997984388024e-05 0.0012240967516544525 0.00016922556647819387 0.00065682033319854549
leaf_count=29559 2471 21518 3481 30444 25374 5997 741 2714 5860 10309 26230 10268 1632 12918 40685 3676 15858 16005 4096 12068 17031 10344 12022 534 3851 31053 1560 89 3122 421
internal_value=0 -0.0153812 -0.0202399 0.0186825 -0.0298189 0.0232423 0.186802 -0.0223815 -0.0392789 -0.00396829 -0.0303005 -0.0989212 0.014512 -0.0656323 -0.0548974 0.0391363 -0.0636186 -0.116954 -0.061564 -0.0458015 -0.101073 0.0725429 0.0114774 -0.0240505 -0.114203 -0.0248605 -0.00282927 0.362897 -0.052291 0.230554
internal_count=361931 332372 310854 55904 254950 34826 6738 28088 220124 69198 58889 29046 29843 23186 150926 11008 139918 35959 19954 103959 32221 24837 14493 31067 7332 71738 28211 623 20153 1981
shrinkage=0.000980392


Tree=4982
num_leaves=31
num_cat=0
split_feature=51 1152 330 419 489 1179 276 912 1331 555 1456 1128 561 461 18 487 20 562 905 1189 425 830 1174 912 87 120 498 154 1242 128
split_gain=9.01315 11.6691 20.4317 18.4397 15.4738 17.842 15.7662 15.239 18.4176 16.1914 15.0022 14.9397 14.767 15.2804 16.9723 14.4981 14.388 19.3895 19.3416 17.9839 16.3434 19.1228 17.6608 16.192 14.1486 13.712 13.7014 14.5846 15.6435 14.1181
threshold=1.0111847875080273 1.0000000180025095e-35 3.847662738988014 -0.40269246157164823 -0.82249921944368498 -0.94909543708076738 1.9849637639503228 -1.3664143651070393 0.068736222597013549 1.395605916777223 1.6651900077780224 1.0901334503256115 0.54274228049480611 1.4586326671195671 -1.0302206994556229 -0.71356160869891827 -0.35481126778833566 1.2741911462939457 0.59913263501588199 -0.087321244194163025 -0.58891143652792299 0.33806201025638211 1.0571997335398495 -0.35491600178402116 2.0643712246242942 1.8571433830013147 0.14521691480906218 -0.28327626579557891 0.23546917838807244 0.69365422411982114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 24 -3 12 16 -6 -11 -9 14 -14 -16 -10 18 20 -19 21 22 -18 -24 26 -21 27 29 -29 -7
right_child=1 2 -4 4 10 6 -8 8 9 11 -12 -13 13 -15 15 -17 17 19 -20 25 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=6.6111081916948977e-05 -0.00059535630751672813 0.0069758827095109084 0.073806009949943865 -0.022439973210485686 -0.0056757830872500095 0.041070292762110355 -0.057146643990659496 -0.023514057819331836 -0.019923631002285773 0.014824761037133103 0.018372236784680644 0.10461132871060588 0.073433617826419675 0.069847720007334343 -0.039364633533871603 -0.0012788469697910814 0.0017343273680670663 0.0098518857676067797 0.025965121456112374 0.061365370132028613 -0.040629666371986929 -0.039450290538867484 -0.013705819743423492 0.12931063391465106 -0.05035744541578533 0.19971997459636412 0.048846190611338887 0.014069499672809377 -0.038222022620870467 -0.019249653327172933
leaf_count=306947 39286 965 35 333 6064 374 63 2910 996 200 424 29 33 42 288 745 235 108 262 48 351 161 29 39 79 28 225 377 149 106
internal_value=0 -0.034495 -0.098629 -0.104813 -0.0203037 0.215005 0.334456 -0.20922 -0.255962 -0.06071 -0.0772387 0.567269 -0.370383 -0.0859932 -0.162252 -0.243229 -0.145356 0.0664125 -0.0799983 0.972562 -0.336506 0.0531141 0.521763 1.68652 0.390416 2.11325 0.445514 0.299659 -0.0276636 0.620903
internal_count=361931 54984 15698 15663 8194 1706 1373 7469 6504 2486 6488 229 4018 1108 1066 1033 2257 1261 1077 184 815 464 303 68 1310 76 1231 1006 526 480
shrinkage=0.05


Tree=4983
num_leaves=31
num_cat=0
split_feature=470 395 56 854 794 443 1124 81 216 484 1461 1385 1468 1229 1051 1180 286 420 1391 1053 567 238 434 1030 227 562 1453 651 1052 968
split_gain=8.97467 16.8836 15.8351 16.8284 16.2398 18.068 15.7959 15.6859 15.6825 16.3664 16.2002 17.9575 15.642 15.515 16.8866 16.4977 19.0235 18.68 17.9439 16.3994 15.6812 15.3783 16.0553 15.2867 15.0761 14.8644 16.0232 19.838 14.7886 15.3544
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.87473648844905705 2.2041218380651819 0.85628916874693839 0.78891189937744099 -0.59156213649772871 1.7506096912333324 0.36324848698161666 1.5063652653673414 -0.42790522365728256 2.213655904251008 0.68842730247739281 1.8259959270463593 -0.85244468804535922 0.085617005338618615 -0.39859097038687546 2.186957058674198 -0.95480549870456366 -0.27608948235970548 -0.99170052509132733 -0.029969040221608376 1.849255368847196 -0.64419324839257841 1.6612556036675776 -0.1017214211446585 -0.46961909888261683 0.2391705657211691 0.95125703103703174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 13 23 -4 25 10 -10 12 -12 28 -1 15 19 18 -18 21 -15 -16 22 -17 -6 -11 -5 27 -27 -9 -30
right_child=-2 -3 3 7 5 -7 -8 8 9 24 11 -13 -14 14 20 16 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0054061293558595475 0.00034426857358138378 0.00011940697322981359 0.016352499371264092 -0.0099240831133092944 0.013120760652172934 -0.017919206393625684 -0.017397433031462999 0.0031789404648009836 0.032421607324212905 0.07927194276207182 -0.010485850840996227 0.028970401849050722 -0.02878294369536006 0.049350486439718094 -0.0080962777933557915 0.010760765333788622 -0.026329986053785649 0.0026013618773382818 0.073390360834116999 -0.016879916986415406 0.053402045916612011 0.0036414888903407551 0.056866074722080696 -0.046603266600292015 -0.025814556738489775 0.035314749195505361 0.049018564751571986 -0.048974107673540559 -0.010895146378642303 0.011861916392164509
leaf_count=52236 191352 89543 1353 5117 2307 669 270 6620 489 37 246 513 321 59 122 296 783 1131 53 1190 168 2319 156 170 241 145 186 164 3153 522
internal_value=0 -0.0173622 -0.0503105 0.0123228 -0.076311 0.123389 0.236732 -0.0139669 0.0304767 0.405174 0.00881425 0.340185 -0.0179519 -0.0881458 0.0315808 0.00107024 0.0710358 -0.155181 0.191283 -0.266133 0.628254 0.160498 0.553917 0.220944 -0.231973 -0.152195 0.364752 -0.145075 -0.001356 -0.140127
internal_count=361931 170579 81036 19377 61659 3146 1623 17754 12142 767 11375 759 10616 58513 6277 5987 4738 1914 2824 1249 290 2771 452 2477 278 5612 495 309 10295 3675
shrinkage=0.05


Tree=4984
num_leaves=31
num_cat=0
split_feature=1431 967 293 839 1183 1252 1114 208 945 614 1197 708 1193 421 495 0 339 156 897 11 51 5 1457 902 897 905 79 8 813 355
split_gain=8.921 12.467 13.2816 13.9526 13.6653 13.7773 13.1414 16.3479 12.5354 16.8628 15.6012 19.1796 17.0003 15.88 17.4869 15.3543 21.5857 15.354 18.6051 15.194 15.1364 14.8522 14.7618 15.6895 18.0542 14.7291 14.599 14.543 16.1276 14.2932
threshold=1.0099929608726099 2.7427154674634653 -1.1750630298124958 -0.14768910122250686 1.6669566328074119 0.83589617831459539 3.063092965894461 0.4996664168684139 1.0000000180025095e-35 -0.75411934043310735 0.22462025654885495 -0.28054811498733806 -0.30623239332758517 -0.59248675748435631 -0.64781967176255495 1.9677427488931023 -0.63586223425159905 0.081066715895142749 -0.030295661826391585 -0.5787898706877509 3.5617070912923388 -0.86465436370232229 -0.42281049904505452 0.80230802754130448 -0.11452828173649478 0.57306132806271448 2.5474939541168733 0.77628858834332892 0.44561103650162237 -1.2249561663942752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -4 -6 8 -8 -2 20 15 12 13 14 -12 17 -17 18 22 -16 -10 -13 23 24 25 29 -20 28 -23 -11
right_child=1 2 4 -5 5 -7 7 -9 9 10 11 21 -14 -15 19 16 -18 -19 26 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.9024605095853761e-05 -0.00051248191524019891 -0.023995269873147193 -0.029249769877462306 0.086988236246867134 -2.8181247358058183e-05 0.13798741579048934 0.0046479363491776287 0.056978257658904186 -0.012096886472765876 -0.062047813716627667 0.077700693563493406 -0.020680738609094654 -0.029044869300268856 -0.0094148459976302976 0.062938737044791596 -0.024006113213696854 0.04685859140787979 -0.016462374612136326 -0.014396562586779342 -0.014720243265101123 0.11518309967284324 0.0037109669216508333 -0.0033468535529218371 -0.039768589568762884 0.081816787808047575 -0.015971576504844577 0.066942480116647593 0.053922418853257173 0.044950801334753168 0.028840428730499603
leaf_count=306680 39085 65 922 43 73 20 381 137 5937 41 66 157 369 424 48 115 184 2018 1679 119 38 488 1532 79 52 181 29 170 177 622
internal_value=0 -0.0342263 -0.357576 0.67094 -0.467495 0.628258 -0.0293854 0.392961 -0.0333506 -0.10315 -0.0359183 0.154554 -0.0960318 0.127829 0.596632 -0.100244 0.452409 -0.129431 -0.0444424 0.173382 -0.232894 0.392651 0.0967468 0.33555 0.425879 0.321008 -0.252182 0.504402 0.32941 0.496722
internal_count=361931 55251 1123 108 1015 93 54128 518 53610 14525 8550 2018 1026 657 233 6532 299 6233 4215 167 5975 992 2507 975 896 844 1708 835 665 663
shrinkage=0.05


Tree=4985
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 333 791 746 809 660 1187 896 931 221 26 678 6 1002 635 1240 21 116 1116 650 1052 222 929 624 909 629
split_gain=16.6516 14.2352 17.4799 20.632 34.4591 34.4516 20.8716 31.7036 30.239 28.0348 24.8109 21.1993 23.2 20.7945 20.0918 19.9854 19.5043 19.4654 19.4471 18.9049 18.305 20.2626 18.2983 17.9698 17.9096 17.8239 17.6136 18.4879 18.297 20.384
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.0308016862606064 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.72421686037558375 1.0000000180025095e-35 -0.43454379769620094 1.0000000180025095e-35 2.0566792771333762 -0.88917330862823507 1.0000000180025095e-35 -0.73968631756532022 0.69854289147193727 -0.9393564795788979 1.0000000180025095e-35 -0.13431221002227373 5.8574463148260323 2.9156931588094528 2.1314615550283826 1.2528237979278181 2.014354030516309 1.0000000180025095e-35 1.1948183665073715 2.0566706538269872 0.22013139545364016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 23 6 15 -6 11 8 9 18 -10 12 -4 16 -13 -5 -12 -14 -8 -7 22 -22 -16 26 -15 -11 28 -28 -2 -30
right_child=1 -3 3 4 5 19 7 -9 10 25 13 14 17 24 20 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=3.9584129791174471e-05 -3.5047172003917509e-05 3.6839029208895194e-05 -6.957565901537955e-05 -0.00019306265781403117 0.00030343662234832476 0.00020833677367221255 -0.00041908237843776532 0.00010093834681941412 7.8090017997129888e-05 -0.00016291261892051965 8.7154663804837933e-05 5.1584339208156944e-05 5.1445419011797603e-05 0.00060536903891819768 -5.0149948936639143e-05 5.0843239402095696e-05 -0.00010428240341472073 -0.00011154748246139517 7.558784967727577e-05 -0.00054116020929150833 -0.00011245988551215828 0.0011582401326480428 0.0003946946989628215 0.00018972552960061512 -0.00088255998994264933 0.00021227799745552437 3.5760780496859271e-05 0.00024701569055102788 0.00024775879660377648 -0.00013628858694475352
leaf_count=29559 36450 21518 23666 2881 3351 237 924 11305 17623 22973 3751 7220 25779 332 53448 4547 11831 4103 6875 374 49003 56 491 2777 52 849 14710 2243 2135 868
internal_value=0 -0.0158529 -0.0204636 -0.0298176 0.0622786 0.222235 -0.0351504 -0.00109697 -0.025698 -0.0947851 0.0179981 -0.050585 -0.0130282 -0.0475867 -0.0712422 -0.0314108 -0.0615485 0.0282683 0.0395616 -0.242564 -0.080444 -0.112857 -0.046028 0.0146655 0.453353 -0.148556 0.00568365 0.0686301 -0.0205875 0.140012
internal_count=361931 332372 310854 251671 11390 3962 240281 76515 65210 31621 33589 163766 53548 15966 110218 7428 15582 29882 7799 611 102998 49059 53939 59183 384 23822 56406 16953 39453 3003
shrinkage=0.000980392


Tree=4986
num_leaves=31
num_cat=0
split_feature=785 728 1469 1065 1117 1329 968 207 21 1174 492 71 69 11 434 830 555 899 557 851 552 638 845 1319 421 1042 762 1383 843 13
split_gain=8.97971 10.0936 10.0855 10.077 13.7395 13.0913 13.2487 19.6555 12.1565 12.9849 12.7373 12.7327 13.8545 11.3348 17.4243 14.6528 15.4147 14.9658 14.1143 13.1952 14.2695 12.8088 13.1755 15.0142 12.7721 12.768 12.6588 12.5052 12.0537 11.7583
threshold=-0.86283290253235112 -0.49008176997875957 -1.3460032622719822 1.0518754624258557 -1.6505790610122235 -0.052857922440079051 2.0084989127880917 0.19903750594370781 -1.0798509198017876 0.41457270210706948 -0.51192206419573705 -0.060031808286588058 0.19577131400281358 -0.20254272511266302 1.3110405569050985 -0.23532368722313188 2.3425737448908932 -0.77648607792495516 0.057801851839366362 0.68308976018130074 -0.49267764191269853 -0.83968884439376179 0.30743828843881055 0.35991438588221031 2.2367696163557489 -1.0000000180025095e-35 -0.77621787201298964 0.19494101822595081 0.014049018116223184 1.8563531331137819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -8 9 10 11 -6 -13 15 -15 16 17 -10 -19 20 26 -16 -23 -24 -22 -25 27 -17 -21 -20
right_child=-2 2 3 5 8 -7 7 -9 13 -11 -12 12 -14 14 21 19 -18 18 29 28 24 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.004530719005708536 -0.00033625892606624808 -0.049423094723008466 -0.018038156829466492 0.01517531870177527 0.030450607849489317 -0.0017293954818082059 0.009673437806931369 -0.11900917589091586 -0.011946660522097705 0.0057678876844546242 -0.031103426749023728 -0.054277082725720349 0.041134215672873765 0.0059991468721077726 -0.039484594378836661 0.039986451323237783 0.053137558314810887 0.01329551470278839 0.000455280109193192 -0.061900688433434992 1.7229673270776658e-05 -0.014823118666619856 0.031141143794858994 -0.069849847783842164 0.056743963183704664 0.02149296029793353 -0.018514393853214958 -0.028447519261284235 -0.014092639426003565 -0.052397886390192099
leaf_count=3396 332372 51 518 2239 111 1085 42 24 669 430 475 68 30 11552 154 85 69 1775 1431 85 3085 500 189 41 39 37 982 51 291 55
internal_value=0 0.0347555 0.0487768 0.0506596 0.0342005 0.169425 0.271693 -0.724741 0.0418837 -0.197083 -0.401666 0.0690966 -0.533329 0.0533381 0.0962437 -0.00899721 0.0907449 0.0707992 0.132817 -0.0940222 -0.0580612 -0.196153 -0.0816682 0.306514 0.0184203 -0.53674 -0.276379 0.331609 -0.48742 -0.0305525
internal_count=361931 29559 26163 26112 22722 3390 2305 66 22204 1114 684 209 98 21090 12473 8617 3999 3930 3261 4618 4242 921 767 267 3124 78 1118 136 376 1486
shrinkage=0.05


Tree=4987
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 333 678 678 1218 873 1465 665 1080 1329 1456 1241 650 908 1449 416 1449 902 1470 1468 61 53 365 1240 823 929
split_gain=19.1018 18.1661 22.766 24.2897 34.9092 34.7238 23.2228 21.3115 21.1073 21.8462 26.3909 24.6417 26.2318 22.5746 21.4632 20.5911 20.36 20.3025 20.5699 22.3371 20.5418 21.5147 20.5745 23.7045 19.4815 19.4338 18.6668 18.6196 18.5181 18.4659
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.0308016862606064 0.34708990927187483 1.0000000180025095e-35 3.9048232315577729 0.45120890067825536 0.56487967955244278 0.85652824257920523 2.2092738772757108 0.43584835922152426 0.48268798061829216 -0.31721277594761715 1.6923072129381651 -1.4446427012740177 0.6853839265082079 -1.4139668136196277 0.79506610846124859 0.70970016437862216 -1.3309395413702885 2.8970362673674974 1.0000000180025095e-35 1.0000000180025095e-35 1.7886704068378352 1.0000000180025095e-35 2.7559558503392179 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 6 7 -6 8 -5 9 13 11 14 15 26 -11 -13 29 -8 28 -20 21 24 -22 25 -21 -24 -4 -7 -19 -2
right_child=1 -3 3 4 5 27 17 -9 -10 10 -12 12 -14 -15 -16 -17 -18 18 19 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.2577205133991623e-05 -2.3880213343257989e-05 4.2660507794497377e-05 -1.2053976150159547e-05 -0.00019410876399040606 0.00030927593636438942 0.00020862192476215596 -0.00022990300087358519 5.769886088993922e-05 0.00031220190692144025 -0.00012517717660195246 2.1238452961636314e-05 0.00014620955398977808 0.00040313290093954357 -0.00011232137051814687 -0.00028661861039256379 -0.00016377954078655436 0.00013895565382802009 -1.4018815368485917e-05 -0.00058763070208346126 0.00067044600387869684 0.00058371802782339148 -0.00021505091996035304 0.00013922253970668041 -0.00045774290623296592 -0.00018188712363454874 -6.2602964669257515e-05 -0.00017271900186910754 -0.00053504323775483125 -0.00039102642037824588 6.8710276555043661e-05
leaf_count=29559 37063 21518 83138 2881 3351 237 3004 4547 651 26849 7352 1712 642 25718 6213 3208 6225 63055 361 683 294 249 6150 408 184 3539 5685 374 1186 15895
internal_value=0 -0.0168219 -0.0220293 -0.0326916 0.0671902 0.228002 -0.038475 -0.027133 -0.057311 -0.0595825 -0.103018 -0.129909 0.0118324 -0.0391216 -0.156759 -0.0518649 0.0180875 -0.00745671 -0.00150223 0.082223 0.0956304 0.379758 0.0654701 0.047554 0.535869 0.0695353 -0.0212152 -0.238623 -0.0182913 0.00335359
internal_count=361931 332372 310854 251671 11390 3962 240281 7428 161168 160517 45976 38624 5562 114541 33062 4920 59183 79113 76109 11868 11507 1116 10391 10097 867 9689 88823 611 64241 52958
shrinkage=0.000980392


Tree=4988
num_leaves=31
num_cat=0
split_feature=43 188 907 815 829 495 1322 542 1462 337 1392 769 957 1470 358 620 976 635 1306 446 1182 75 1323 309 1262 493 1158 1254 1212 1191
split_gain=9.04264 12.122 13.5 20.9616 13.3898 14.8398 13.2514 14.4553 12.9972 14.1568 12.9871 15.6364 13.2859 14.8135 14.1521 15.1817 15.1733 18.2657 17.7504 17.1936 15.5233 14.9033 15.3355 14.5483 15.8512 15.4824 13.678 12.9743 12.9315 16.0786
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.8261612301154702 0.67237773758774566 0.16968279363898078 -0.74413091689812838 1.9678569963309858 1.0000000180025095e-35 4.0723155983858552 3.9914558538718974 3.0243454669273118 -0.63978885252725226 1.0000000180025095e-35 2.8478188800061011 -0.73654803693977577 0.6796721969053735 0.58059889290947375 1.7187200738039039 1.0150370168873273 1.4396283576286271 2.3265303513184699 -0.25490474134022434 -1.3348096494852408 0.6142037854323662 1.630084951406374 -0.7646039406744255 3.0130393175848966 -0.17047857375403302 -0.72824034023836837 0.56959932750618514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 -8 9 10 12 -12 13 26 15 21 17 -16 20 28 -18 23 -23 24 -14 -25 -3 -10 -20 -30
right_child=1 8 3 -5 5 -7 7 -9 27 -11 11 -13 14 -15 16 -17 18 -19 19 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.00012369854810952843 -0.0033976415548552553 0.00074047227074484781 -0.012566534356907084 0.074563434937463022 -0.041251418041593407 0.074779700016901693 -0.037861215343554716 -0.0040699709415303468 0.004149620344860115 -0.046185855413853727 -0.02756175117467909 0.039805427333408028 -0.016820940968696414 -0.042178526242346331 -0.011661198524702094 -0.043091978894616134 0.00074510226446991101 0.029326247700294218 -0.045988702911717173 0.1848735971177965 0.099580740005829366 0.079155766131105865 -0.038272985269824811 -0.05142652080305804 0.063673250666919229 0.073813145504355207 -0.027443461615681619 0.052474250207646858 0.022436876696481797 0.14090534176172273
leaf_count=287154 33344 33193 279 70 62 73 522 702 173 115 75 216 476 157 2653 460 878 187 41 22 30 30 450 26 50 75 210 98 77 33
internal_value=0 -0.029394 -0.0710358 0.390127 0.0857425 0.89649 -0.0779512 -0.395738 -0.00226871 -0.00650812 -0.0041117 0.501458 -0.00811053 0.0074624 -0.141968 -0.389825 -0.0560051 -0.16493 0.226452 1.13136 0.0835371 -0.201782 -0.625158 0.0860082 -0.142504 0.960323 0.0105112 0.469498 0.773448 1.23831
internal_count=361931 74777 35052 484 414 135 34568 1224 39725 39454 39339 291 39048 33560 5488 1567 3921 2840 1081 173 908 1107 480 627 526 101 33403 271 151 110
shrinkage=0.05


Tree=4989
num_leaves=31
num_cat=0
split_feature=728 1431 1087 837 526 1452 1188 83 761 1390 816 74 1470 21 907 1467 128 1106 629 1317 1184 689 111 634 1 1441 784 795 1234 971
split_gain=16.6531 17.4303 17.7659 20.0862 17.0219 16.7539 16.2546 15.8104 18.742 22.3049 18.4542 20.993 15.5388 18.5618 16.7443 15.7947 20.3846 20.0032 16.159 15.7026 17.5915 15.6535 15.1236 15.1209 19.0671 16.8878 14.7493 19.0408 24.8308 21.3721
threshold=1.0000000180025095e-35 1.8641952677858011 1.0000000180025095e-35 1.721223416621555 2.3757057381457001 0.70902136653063086 1.7665110456065378 -0.30539977844155936 0.89102108443520944 3.0407956692118518 0.34754775078765171 -0.27741381419752248 -0.30990328558115199 2.7023039193162686 -0.8688728068362227 -0.23523767990913938 1.0000000180025095e-35 0.81967684873857161 0.090500432283092749 0.23626789751131658 0.32136284863636239 -0.4288425582216272 3.0393343501846242 2.5967895519252333 -0.54457666610910904 1.0000000180025095e-35 0.9594655836162902 -0.29258408639884992 1.0000000180025095e-35 -0.42065315211458276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 26 7 -3 -4 9 23 11 -10 14 15 -7 16 -14 19 -19 20 -17 -21 -5 25 -25 -9 27 28 -1 -30
right_child=-2 6 3 22 -6 12 -8 8 10 -11 -12 -13 13 -15 -16 17 -18 18 -20 21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=6.4185248947438316e-05 -3.9185704722380398e-05 -0.00012385546188593277 -9.5134413766724714e-05 -0.00019917710056633443 -0.00012567036228918556 0.00026404895586250256 0.00035377735016700374 1.4984246057159605e-05 -7.1706921956224688e-06 -0.00049078411661684126 -9.8455713814912484e-05 0.00038225569156907709 0.00069232467243192288 -0.0014478227344558723 -6.7895285854127098e-05 0.00010903130301695585 0.00012369661327282468 -0.0010595193415974429 8.3063667996438302e-05 -0.00095652558030553806 0.00079082803879084416 9.4981333254749226e-05 0.0014516437902679857 0.0012849877406017056 4.0477256892279495e-05 -0.00013339874064587629 5.66241234043877e-05 -2.0945795536592914e-05 -9.1133455072057263e-05 2.8317350037533555e-05
leaf_count=43075 109090 10991 18615 4941 6634 897 437 12885 1116 549 1143 1667 576 28 3837 563 682 138 108 118 276 272 26 84 161 5959 30687 72633 13705 20038
internal_value=0 -0.00295107 0.000663179 -0.0369609 0.0109908 -0.023761 -0.104816 -0.0424564 -0.00448457 -0.0343262 0.13512 0.234006 0.0750176 0.213504 -0.00269624 0.234664 0.419968 0.0683701 -0.519604 0.194307 0.36689 -0.214643 -0.19149 -0.02142 0.523384 -0.0291155 0.0144001 0.00468506 0.0302363 -0.0185652
internal_count=361931 252841 241413 54641 186772 49674 11428 42179 23564 19638 3926 2783 7495 2761 4734 2733 1258 1475 246 1229 839 390 4967 19089 245 18844 180138 149451 76818 33743
shrinkage=0.000980392


Tree=4990
num_leaves=31
num_cat=0
split_feature=1459 1449 1449 1450 1449 1449 1459 1450 1470 1455 1451 1453 1455 1451 1457 1463 1457 1450 1457 1457 1467 1454 1452 260 1458 1457 402 21 1459 1452
split_gain=8.93982 20.9819 29.9083 27.3673 29.331 40.9147 26.8891 24.5771 30.0482 24.4697 22.1291 27.4269 24.5966 23.701 23.613 22.5323 32.4744 21.6208 28.2472 22.3733 21.4995 21.2175 20.9562 32.1173 27.0391 20.7799 20.6746 20.5463 24 28.0963
threshold=0.46383055849355342 -0.32183734465273589 -0.28903415273037497 -0.37346915815988274 -0.41360575089286639 -0.37867692400606195 1.1875571719422735 -0.46548562301985819 1.5665957791123966 0.5242327265902369 -0.014448310177426709 1.0524367085687503 1.3141790966806519 -0.15707538432179122 1.0203820222838902 -0.061407401897257304 0.25709782380710205 0.87081989481316024 3.9189526428767678 2.7529079304021988 -0.096942217446212481 -0.80169152520006459 -0.019475121477309683 1.3688607998728337 0.56142640434763369 2.1222942755723575 1.0135056393013435 2.7023039193162686 0.57266329086659318 2.5358997600969504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 20 7 10 9 -7 22 -9 -6 13 17 14 15 -13 -5 -17 19 -19 -12 -3 -4 24 27 -2 -18 -15 28 -24 -30
right_child=1 2 21 4 5 6 -8 8 -10 -11 11 12 -14 26 -16 16 25 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0004662406879886213 0.000307178210979368 -0.040769817237470869 -0.015886278509534016 0.012887735593919092 0.056117761468385555 -0.0039220281500802886 0.036280620516554916 -0.022589259963632105 0.040494718452005654 -0.0015185084314461592 -0.011273233606993272 0.022937565859786381 -0.0095837003208733354 0.035909192854040865 -0.011324064022359049 -0.014610948939745223 0.01551849597207041 0.0077473725004810444 -0.039854283533877578 0.040587911797536874 -0.0076595385957542676 0.00031328662658231877 0.031026053006459067 0.038043095962507524 -0.019415729429451283 -0.023704905049832858 -0.03181555992614938 -0.029521434693374551 -0.0011904740812468241 0.042402589612564101
leaf_count=287404 5039 535 1422 3714 358 866 251 1251 133 118 3593 1327 635 563 305 1211 1182 2289 194 110 884 43217 431 382 1274 189 66 229 2598 161
internal_value=0 0.0193914 -0.0114392 0.0683079 0.124659 0.411714 0.14596 -0.0219853 -0.334654 0.89072 0.0938061 0.0136411 0.215902 0.186117 0.343624 0.143897 -0.0133691 -0.071084 0.0889288 -0.190872 -0.375492 -0.00181247 0.0160454 0.149031 -0.0694704 0.207009 0.590015 0.0762439 0.124061 0.0436762
internal_count=361931 74527 46058 28469 16971 1593 1117 11498 1384 476 15378 8453 2267 6925 1632 6296 2582 6186 2483 3703 1419 44639 10114 3801 6313 1371 629 3419 3190 2759
shrinkage=0.05


Tree=4991
num_leaves=31
num_cat=0
split_feature=1357 954 1450 1039 787 1453 1441 705 828 158 1438 422 633 901 1260 242 975 897 701 220 704 1185 361 777 580 768 8 568 610 633
split_gain=8.90375 12.6982 13.8849 13.4748 13.2027 15.4233 15.4173 13.6804 13.5076 20.4104 16.2774 14.5214 18.7766 17.1699 15.0599 14.3747 14.3713 14.2173 13.6436 17.0149 13.9196 14.5366 17.9561 14.1397 13.967 13.8499 13.6236 13.4992 13.4716 16.6666
threshold=1.3962008022525787 2.2664990475867119 0.27262452905359075 0.48826270869581118 1.4337814159034321 1.5806666373291527 1.0000000180025095e-35 1.8751481127463665 0.17735205762221545 -1.2170507285727759 1.0000000180025095e-35 -0.097838562444870533 1.3685370431104393 0.80839247424455241 -1.0924296827605076 -1.1374036884320757 1.9367965969072356 3.6478620742481156 0.88999445861127724 1.8026824849161007 0.20767795219388865 1.5196541082426214 -0.50500377309232958 -0.85398025397902877 1.4349717176940424 -0.39526512717068657 -1.5415440557628406 -0.90899712480322503 1.0000000180025095e-35 -0.31786524296470636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 7 -6 -7 8 10 27 16 14 -13 15 -11 -14 17 28 20 -20 24 23 -23 26 -12 -24 -22 -10 -2 -30
right_child=1 2 -4 -5 5 6 -8 -9 9 11 18 12 13 -15 -16 -17 -18 -19 19 -21 21 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=2.8081600788078142e-05 0.0023987056047165174 -0.014074590190661464 0.050331507566670756 0.040316329908640668 -0.018301988306437551 0.063037600024715326 -0.05058483337039299 -0.030917540881732947 -0.020294547480138037 0.043823525604550044 0.0040401651357763772 -0.0047649846345296006 0.07664257035824705 0.060099835952518145 -0.01335980610721192 -0.0026006933287368622 -0.014732706985840614 0.094502780904120204 -0.016690772623853149 0.038474283601386133 0.099412662220445744 -0.040824349708780246 0.089506977096969587 -0.013948215241857099 -0.030698683736803498 0.013112462926113906 0.0064160396687804573 0.043735082951758125 0.0010197867660369983 0.025677974297779321
leaf_count=327843 7591 187 92 94 1715 57 30 352 83 81 5470 3965 33 115 5182 269 781 22 1957 90 22 71 45 2817 283 85 281 218 1069 1031
internal_value=0 -0.0444042 0.364204 0.0754879 -0.0509278 -0.291986 0.669091 -0.0392471 -0.0339648 -0.116198 0.00309915 -0.138296 -0.0374761 0.433426 -0.24635 0.137197 0.0757466 0.101027 -0.0702458 -0.273631 -0.0261166 -0.164601 0.482267 -0.213553 0.0543513 0.910357 0.292964 0.55463 0.0954958 0.293424
internal_count=361931 34088 373 281 33715 1802 87 31913 31561 9946 21615 9645 4382 417 5263 302 10494 9713 11121 2047 9074 3321 201 3120 5753 130 303 301 9691 2100
shrinkage=0.05


Tree=4992
num_leaves=31
num_cat=0
split_feature=1452 1465 1459 1459 1457 1454 21 1462 1468 1458 21 1458 1469 1460 1451 1458 1456 1457 1459 1450 1461 1466 1465 1465 1465 1465 1454 1464 1464 1457
split_gain=8.89099 36.7874 33.1025 58.435 37.1912 46.7591 36.0713 42.0933 29.5518 28.1587 27.4865 27.355 35.2444 42.1678 27.7031 26.3059 35.6024 29.1577 25.613 34.4655 34.2585 32.4241 25.3336 29.408 29.0437 43.4158 35.8744 33.0247 41.7926 39.1487
threshold=-0.58911782507014421 -0.58331477857565561 -0.16909159747159788 -0.05064362051825478 -0.41944592117090779 -0.934017357391003 -0.13431221002227373 1.6339883324580875 0.18261141819633667 -0.14006579065864352 1.3785497256249488 -0.71693843586677841 0.95150619086923827 0.40135300256177026 -0.44322419471286412 -0.68670830865558485 2.0994270724704638 -0.25468194628282853 0.84568063206599431 -0.50472565934813518 0.22099352976918105 -0.20602820413502526 -0.19343653664292135 -0.23500880686833706 1.0000000180025095e-35 0.066953218018581756 -0.40696913463973794 0.13308716897351316 0.020652577133266702 -0.056644589564525123
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 -1 7 -7 -8 -4 -11 12 -3 14 -14 17 -17 -13 19 -5 -21 -20 23 -2 27 26 -26 28 -24 -29
right_child=22 11 3 18 -6 6 8 -9 -10 10 -12 15 13 -15 -16 16 -18 -19 21 20 -22 -23 24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.033784717391235126 -0.0013146281817776467 0.00030527217793126682 -0.041424050383712739 -0.0178410832525242 0.0041496421082601207 -0.005646685237854672 0.019179056421230131 0.055763100802144284 0.044821109930470136 -0.0031616246806339928 -0.046222494365248418 -0.0073782472996507947 -0.004807220759654356 0.056046435121470776 0.018212874483050579 -0.0021674792559086618 0.013295434328956166 -0.050371646494694215 0.018621433397768228 0.005307550422043613 -0.033298239475027212 0.00087978707288590753 0.0026973126070567611 -0.010667159069010492 -0.019872701841053997 0.00035849585379139513 -0.0018214590242317233 0.014363559493516045 -0.018386606683982037 -0.0024552011693927387
leaf_count=310 132836 9344 687 1602 11576 1239 2131 136 593 1334 240 764 1161 228 2006 51982 2005 411 2246 4798 397 2805 18796 5058 2972 90511 3419 6159 1562 2623
internal_value=0 0.016496 0.0837445 0.00101535 0.155867 0.32805 0.380903 0.0526851 0.512155 -0.366103 -0.202074 -0.0148572 0.0845558 0.28462 0.204905 -0.0379811 -0.0306712 -0.410743 0.0626152 -0.0388094 0.0536984 0.176744 -0.0100513 -0.0333956 0.0137719 -0.00597058 -0.196858 0.0790242 0.0236338 0.192876
internal_count=361931 97995 30094 14109 15985 4409 4099 1375 2724 2261 1574 67901 12739 3395 3167 55162 53987 1175 11848 6797 5195 5051 263936 137894 126042 96902 6391 29140 20358 8782
shrinkage=0.05


Tree=4993
num_leaves=31
num_cat=0
split_feature=705 588 212 21 675 975 910 690 679 553 771 803 544 655 989 508 763 648 1176 70 1191 993 376 441 814 801 901 80 81 809
split_gain=8.96934 21.9062 18.0946 18.0148 17.3366 20.8017 21.8101 17.7532 21.6833 17.7444 16.9019 19.8334 24.3794 22.4726 20.096 19.5057 23.6841 22.9617 19.0677 18.5556 22.7687 17.4143 30.0993 22.2736 18.1172 17.5929 19.0177 17.7067 17.4019 18.265
threshold=0.41040386000896778 2.250834115212506 -1.7008703410836148 -0.70163543588998201 0.44359160413691395 0.025839866195810957 0.99064191775201949 0.58620291061113361 2.3187680814232108 1.325021850602055 1.8821439160418587 1.9682860324222273 1.3187279471247144 -0.95426889869109321 1.0000000180025095e-35 0.93928964529742032 2.3356415210353689 1.8166789435549495 2.7398399255530461 -0.27238573251746767 0.010780845275078867 -0.89727091510114898 1.2189113891555967 1.0000000180025095e-35 2.2015948587698024 1.4302281316754546 -0.75444995980611085 -0.81359790217864736 2.068865121332327 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 7 6 9 8 -5 -6 11 12 15 -14 -13 16 17 21 -15 20 -16 22 -4 28 25 -23 -27 -28 29 -24
right_child=1 -3 10 4 5 -7 -8 -9 -10 -11 -12 14 13 18 19 -17 -18 -19 -20 -21 -22 24 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0010775534483758158 -0.018564762682929625 0.0058443057601976177 0.0012936517805456019 -0.0010536331172145261 0.0031031150724143471 -0.0028002582638591228 -0.0057003154636280006 -0.0050671018797894011 -0.014511234087342005 0.015719036434343241 0.0043325199593334564 0.0108121125208535 -0.049407993191104949 -0.0077024323799370076 -0.0185386145374862 -0.003962088652698227 0.010564809013132616 0.0062867439641481008 0.07326189225911249 0.0088867116703313844 0.019500383094289898 -0.00016853971652856336 0.0055951304157133529 -0.0020505485085611031 -0.012905476591591056 0.0055288607258640382 0.0061753391240125452 -0.012836125726577217 0.081612211480316249 0.036811399514814505
leaf_count=69488 946 8511 8236 85255 19752 15042 3570 25170 2398 1584 12556 3721 294 5543 1015 15454 3324 6892 39 965 223 61696 573 545 1859 1343 875 4463 68 531
internal_value=0 0.0116132 0.00364344 -0.0126098 -0.0269105 0.0135291 0.0532574 -0.0434028 -0.0268077 0.0804674 0.00563171 -0.00300869 -0.0104387 -0.170796 0.11934 -0.00304726 0.00997254 0.00296703 -0.14046 -0.0466879 -0.226294 -0.00855826 0.0850799 0.375314 -0.0210942 -0.0152519 -0.131216 -0.197497 0.555585 0.477542
internal_count=361931 139672 131161 222259 152771 39948 24906 112823 87653 21336 130215 117659 111735 5876 5924 105859 90405 87081 5582 2203 1238 80189 9953 1717 70236 68377 6681 5338 1172 1104
shrinkage=0.05


Tree=4994
num_leaves=31
num_cat=0
split_feature=1423 1426 21 878 893 852 592 520 913 603 1228 656 975 78 428 83 188 1242 1105 1444 207 836 909 421 692 279 1045 986 1467 798
split_gain=8.87517 12.1905 17.187 17.6692 21.9281 18.1059 18.2958 41.5097 18.5133 17.568 17.1451 18.7751 16.9418 17.7428 16.8552 17.4706 16.6486 16.5633 16.5474 16.7248 17.1761 16.4659 17.5962 17.0986 16.4346 19.1783 17.0646 16.8593 16.912 16.7003
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.13431221002227373 1.6473864309851525 0.79083791459577812 1.0747610123934368 -0.59494694347224619 1.5103007336851382 1.0906992082213416 1.9865683755178387 0.9948761292206888 1.0000000180025095e-35 0.18812918515219521 -0.65178555284153028 2.6163917204392715 2.1827992373410878 0.56595263301418985 0.4795143376029844 -0.88903855871242132 1.0487318818042339 1.4679891742107083 1.0674639720252068 0.7464730840879944 -0.49858647379269344 0.1018025332479377 2.1040628665242864 1.5394961101066922 1.8772699334229468 -0.017508065553536976 2.2760684109587372
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 5 10 6 7 -4 -8 -7 11 -5 17 -14 15 -3 18 -9 -10 -20 -21 24 -23 -24 25 26 27 28 -1 -30
right_child=-2 14 3 4 -6 9 8 12 16 -11 -12 -13 13 -15 -16 -17 -18 -19 19 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0035265102359890292 -0.0014163022181138229 -0.0015260468994470467 0.00078972962555406241 0.0021801361490113324 0.012821550860823367 0.0046950757063094761 -0.00044161964839897424 0.016221451142855507 -0.027937716609243268 -0.025637813014684881 -0.020949295051973703 -0.0095685901140026546 -0.031564872740920617 0.013742404418131111 0.009462784606433244 0.0061934989113971864 0.0029317265144302514 0.042046953892563632 -0.0057463254675327279 -0.045268088288595659 0.036911214883802938 -0.00022393853643224056 0.0022128466952797965 -0.022346515366018858 0.0044861954137777067 0.014775095766879293 0.0093067775308653573 0.011764085903571673 0.0010679988145149413 0.018702015907752199
leaf_count=17715 74863 98966 12457 2506 756 11843 56869 844 586 285 923 4100 144 399 1893 3828 1944 414 7573 389 51 9683 552 992 32903 1215 2937 1632 11846 823
internal_value=0 0.00300279 0.0137669 -0.00527641 -0.100829 0.00393759 -0.00868875 0.064244 -0.0246027 0.0822803 -0.135604 -0.0979894 0.367685 0.0417971 -0.0187679 -0.0234758 -0.115325 0.501414 -0.165268 -0.137022 -0.681933 0.0396946 -0.0409582 -0.264239 0.053545 0.017435 0.00648029 -0.00920082 -0.021579 0.0435756
internal_count=361931 287068 182381 102083 8285 93798 81670 14258 67412 12128 7529 6606 1801 543 104687 102794 10543 1258 8599 8013 440 80298 11227 1544 69071 36168 34953 32016 30384 12669
shrinkage=0.05


Tree=4995
num_leaves=31
num_cat=0
split_feature=545 1442 1456 1243 843 365 1395 78 500 1398 355 463 1107 223 906 831 639 327 1383 1116 760 1252 917 565 546 2 828 83 1356 915
split_gain=13.3033 16.7376 18.7417 19.2673 16.6104 16.3328 20.1355 18.3261 17.4043 16.9238 16.6378 16.2612 19.6558 17.6952 16.3096 15.3161 15.1899 14.8146 14.6424 20.1104 15.3519 19.6088 19.5437 15.9524 19.5355 15.7439 14.4821 14.5822 14.3887 14.2277
threshold=-1.0372938969678034 -1.2625182715263061 0.042545365537477266 -0.53236368881436358 2.539957888746601 -0.70536195245666355 0.47293428046231795 -0.85853709627831243 1.4825568815102887 -0.86064565814784777 -0.46809039454554557 1.0000000180025095e-35 2.0398065696289591 -1.47865282407405 -1.311422072135666 1.5119212148273902 -0.70261164827432976 2.8750784862951453 -0.27660461814989629 2.7104028592670404 -0.60619727843965887 -0.78733274747605864 -1.0849199351048566 -0.84622217904070196 1.1576188773551424 -1.5687337281759328 0.89358774717055245 -0.41868363607068798 1.0000000180025095e-35 -0.61310979980899594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 17 7 -7 9 -8 -2 16 12 -4 14 -13 -11 -9 -3 19 -5 22 28 -20 24 -23 -25 27 -18 -22 -12
right_child=1 4 11 18 -6 6 8 10 -10 15 29 13 -14 -15 -16 -17 26 -19 20 -21 21 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-3.5387516532750991e-05 -0.00034305548615424852 5.6894368523496988e-06 -9.8446818303410017e-05 -0.00014795293158974469 0.00021129295837356524 4.1674770279254302e-05 -0.00042300423646693993 0.0003020618556267447 0.00083204960533458754 0.00075244735633917404 1.298998874146582e-05 0.0018663532082376173 0.00059845561514587783 -0.000330957712358833 8.5545784569763197e-05 -0.00028130691199090103 -0.00047479106953123701 -0.00032516048029810794 0.00046322834501547424 0.00074392984167599599 0.00069324511913583173 -0.00038504414376420109 -0.00021748169943359603 -0.00057194789651657414 0.0012138143840994126 8.6526290452596346e-05 -0.00091290541553884312 0.00016144858167724396 -3.7819217333153256e-05 0.0005724573913362701
leaf_count=94059 110 223212 4711 11633 1751 7036 967 377 65 559 431 35 206 3916 217 80 409 951 251 149 419 931 2530 268 48 5259 168 424 221 538
internal_value=0 -0.00041391 -0.0479691 -0.0214057 0.00660656 0.0577813 -0.00118504 0.201305 -0.338079 0.503632 0.0934449 -0.157372 -0.0600868 -0.290038 0.408264 0.637802 -0.0791707 0.00478648 -0.068295 -0.136822 -0.00273481 0.0575096 -0.155724 0.0157752 -0.301106 0.0623718 -0.244104 -0.117719 0.450666 0.326141
internal_count=361931 267872 41958 32873 225914 11164 8068 3096 1032 749 2347 9085 4917 4168 252 639 1378 224163 21709 11782 9927 7146 2781 6506 979 5527 1001 833 640 969
shrinkage=0.000980392


Tree=4996
num_leaves=31
num_cat=0
split_feature=815 1154 1092 1043 86 784 1085 481 1292 1035 956 1062 1436 766 496 626 276 961 885 1256 980 1460 746 1315 1450 629 75 214 1469 899
split_gain=16.2597 40.2235 20.6161 21.2502 19.5509 19.55 19.9008 21.7759 19.1489 20.5044 18.8921 18.8319 18.08 22.3954 19.5427 19.6038 18.7695 19.8707 18.6726 17.6718 17.6211 19.5442 20.673 19.2958 21.4338 19.8344 17.4424 17.3603 17.2054 17.1752
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0127093791323547 1.0092399748889116 -0.56250987869016056 1.0000000180025095e-35 0.65345832377966362 0.77880964072084458 0.56160999478305407 2.4254076492060714 1.8798048064557757 1.0000000180025095e-35 1.0000000180025095e-35 1.2625121106897048 1.7445794408688975 0.11524951827521863 -1.0546333881570982 3.1692968419848038 6.1053019920877674 0.6036655023101033 1.0251754106831727 0.085279704578113361 2.6418189434053163 -1.1404659382800315 -0.40458312552186665 0.077537335966038012 0.4381270300500722 -1.2534312634116391 -1.2673214316849539 0.86810322269865914
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 5 20 -5 -2 7 -7 -8 10 19 27 18 16 -15 -16 -14 -18 28 26 21 22 29 -23 -25 -26 -10 -12 -1 -4
right_child=2 -3 3 4 -6 6 8 -9 9 -11 11 -13 13 14 15 -17 17 -19 -20 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=4.6279549062781103e-05 1.3964427275177303e-05 5.9913970861907283e-07 5.1784867463567115e-05 -0.00026075007386675638 3.6570809214355257e-05 -3.1806239146474955e-05 -0.00028922485927656519 9.8531828477793526e-05 -9.724865724621435e-05 0.00049568016119818118 -0.0010245762890099101 -0.0007423191949143136 -0.00023740969646705691 -0.00029180633698327275 -0.00019190772293295455 0.0018485237468969856 2.5917405449074691e-05 -0.00057742988426766968 0.00057009293364392098 -2.5167804752271359e-06 -4.1845274344089543e-05 -0.00079885722788434533 -0.00037664478266981886 9.1357274502742598e-05 0.00021068646948138592 0.00059388674722327703 -0.00031475006250305528 0.00067934360382328066 -0.00013290780511369986 0.00026039322040523056
leaf_count=3008 92579 89654 10805 1558 2292 49002 2411 6474 6342 298 35 68 2437 3548 78 44 20304 619 143 5722 4067 88 431 2002 1296 977 2632 350 50717 1950
internal_value=0 -0.030319 0.0021172 0.0569916 -0.0859776 -0.00802056 -0.0360923 -0.0140781 -0.101431 -0.0730606 -0.0847125 0.366247 -0.0793754 -0.0284738 -0.250502 0.761882 -0.0041792 0.016896 -0.114025 -0.0987655 0.082712 0.111404 0.0707314 0.231965 0.250298 0.388358 -0.162308 0.552317 -0.118427 0.0859795
internal_count=361931 170552 191379 25466 3850 165913 73334 55476 17858 15447 15149 453 80898 27030 3670 122 23360 20923 53868 14696 21616 17549 13186 4363 4275 2273 8974 385 53725 12755
shrinkage=0.000980392


Tree=4997
num_leaves=31
num_cat=0
split_feature=1431 917 699 69 909 72 854 121 699 1118 1384 227 968 978 1313 1173 1384 21 976 74 912 1185 1379 917 1248 73 991 897 1470 975
split_gain=8.85476 11.0272 10.9837 12.0135 10.5316 15.5921 17.3108 22.4568 15.3922 16.8332 15.2272 15.3994 13.5219 14.5728 20.3412 14.1921 16.8877 19.5303 13.4432 17.4893 15.6705 14.0657 13.3627 12.844 12.81 14.8786 13.284 12.6988 18.6277 12.576
threshold=1.8641952677858011 1.9724949828737064 1.0757869465291681 0.75830057190333022 1.0000000180025095e-35 -0.91366504981257679 -0.37489436627466383 1.0000000180025095e-35 -1.3571196592700001 0.9883705853431487 0.47813033503445129 1.8009224356965985 1.0275921849540759 -1.1329290242191308 -1.4671156771506884 -0.88143338272063887 0.24909894742657893 -0.51252769393407926 1.8219627327776118 1.7758865187283137 1.6108261005229763 -0.71602247989319323 0.64561649177409286 -0.97168234555009503 1.4418315226855107 1.7164275201552874 -0.92814047533286648 0.27855727784398682 0.017301383262470892 -0.52188658528198573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 12 -6 8 23 -7 10 11 -10 18 -14 -15 -16 -17 -18 24 20 -20 -21 29 -8 -2 -26 -27 -12 -29 -9
right_child=1 2 3 -5 5 6 7 22 9 -11 27 -13 13 14 15 16 17 -19 19 21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-1.7764466054205426e-05 -0.0022052577089727546 -0.030103958396178361 -0.0086253587310269521 0.094990518230013643 -0.025693718063758822 0.054772086139982051 0.017609848742180651 0.05085318686476703 0.010741539426271688 -0.033609992119501907 -0.028907932881868877 0.083087516906636738 0.10743430536780925 -0.044931540313902868 0.04404095573156961 -0.0091422831402118709 -0.010492407123093708 0.055253451625216533 0.0038288862377538454 0.15093216944269899 0.072195458367368875 0.0059223018230003784 -0.043611046159471797 -0.025582358448820154 -0.030938492380125238 0.10675180300426707 -0.037281738282353497 0.046029619037047415 -0.033896632033191529 0.0032379888525844755
leaf_count=345176 8372 701 145 29 945 74 118 114 920 201 359 46 20 135 213 434 143 165 904 33 38 20 87 1386 596 24 29 106 83 315
internal_value=0 -0.0655809 -0.42763 0.350011 -0.0514479 -0.153833 -0.0898482 -0.267515 0.079693 0.0281626 0.114041 0.279568 -0.00185433 0.26634 0.219618 0.332122 0.156056 0.604103 -0.0379371 0.276114 0.183964 1.82266 0.21502 -0.433358 -0.0726935 -0.476783 0.953442 -0.254957 0.253974 0.386249
internal_count=361931 16755 875 174 15880 4754 3809 2020 1789 1715 1514 966 11126 1110 1090 955 742 308 10016 995 942 53 516 1504 9021 649 53 548 189 429
shrinkage=0.05


Tree=4998
num_leaves=31
num_cat=0
split_feature=184 746 62 959 1324 1452 553 690 208 770 217 182 844 351 8 566 1386 699 257 158 1290 1 1109 269 698 350 741 1051 1439 86
split_gain=12.927 16.9206 15.0379 16.1385 17.8514 17.59 16.3458 21.3144 18.1072 19.2872 18.0707 17.4153 16.8209 16.038 18.638 17.2556 15.786 15.5932 16.2789 17.8826 16.7236 15.5369 15.3842 15.3151 15.1159 15.0531 15.0296 14.8939 15.3647 14.8347
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.98621059485438678 0.71362929903560357 -0.1994856019577417 -0.5300238381803829 -1.4246562085390286 1.8181160303593198 0.80840377996890023 0.53697690406361043 1.8889444624477976 0.031741808495168812 1.1324356192904925 0.77628858834332892 -0.016613421319672847 0.64194317255601974 1.5478434521319915 1.0000000180025095e-35 -0.27289703336538418 1.8124611990991408 0.23014180852183402 0.47816077340109758 -1.2832447556410924 1.8596599369683353 -0.12462552234628932 1.0000000180025095e-35 -0.90671428134252041 1.0000000180025095e-35 0.81214196255482463
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 17 4 13 23 -7 -8 9 11 21 -9 -12 -4 15 -15 -14 18 -3 -20 -21 -11 -17 26 27 -13 -5 28 -25 -19
right_child=1 2 3 5 -6 6 7 8 -10 10 12 25 16 14 -16 22 -18 29 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.630499954840145e-06 -6.1244036166558069e-05 -9.8184621218695036e-05 -6.4118986376304594e-05 -0.00055571522221439134 -0.00030928245931880779 9.2240224770684444e-05 0.00034464604102966929 -4.4232859437067546e-05 -0.00054045547923222662 -0.00028376985046841283 -0.00030300675344594456 -4.0773163200106265e-05 0.0011729672411160961 6.9511492019459957e-05 -0.0005562427010609996 0.00064792238009165747 -0.00061481901570351288 -0.00012907404788987766 9.1968147772199883e-05 -3.2286810935228049e-05 -0.00047877493028970227 -0.00088817852351658804 0.0020692081966063201 0.00047163413996415872 -0.00028306716932150378 0.00098634449880720008 9.5306304076604118e-05 9.6357251323087015e-05 8.5959822394248372e-05 -0.00058327314863696627
leaf_count=225587 65862 14175 5285 473 1680 4511 540 5689 516 963 159 126 91 339 134 245 35 2218 8093 8910 615 322 41 1049 468 130 443 11465 966 801
internal_value=0 -0.0286292 -0.0049855 0.0262688 -0.0800296 0.0483257 -0.0118058 -0.0706169 -0.100536 -0.0750429 -0.303959 -0.0185525 0.200758 -0.0159275 0.332756 0.511996 0.777625 -0.0436329 -0.0287596 0.0154405 -0.0561757 -0.425243 0.918066 0.0996425 0.114844 0.529463 -0.227932 0.127587 0.305978 -0.231975
internal_count=361931 136344 70482 35670 7724 27946 13082 8571 8031 7515 1570 5945 285 6044 759 625 126 34812 31793 17618 9525 1285 286 14864 13948 256 916 13480 2015 3019
shrinkage=0.000980392


Tree=4999
num_leaves=31
num_cat=0
split_feature=545 1442 1456 1243 705 912 816 623 423 365 1395 78 500 1398 355 463 1107 223 906 852 1321 670 420 296 209 695 292 1251 281 809
split_gain=15.3568 18.1874 19.0131 19.8452 17.9624 18.2466 18.3192 17.1215 16.7621 16.4089 20.0748 18.4276 17.4446 16.9157 16.4273 16.2563 19.7134 17.639 16.2939 16.1192 21.9313 15.8161 15.717 17.2581 19.2636 16.1708 15.8029 16.1715 15.7249 15.6603
threshold=-1.0372938969678034 -1.2625182715263061 0.042545365537477266 -0.53236368881436358 1.3612027609086828 -1.8053664850396696 1.6237992503990648 -0.024657624075993714 0.17688550626567237 -0.70536195245666355 0.47293428046231795 -0.85853709627831243 1.4825568815102887 -0.86064565814784777 -0.46809039454554557 1.0000000180025095e-35 2.0398065696289591 -1.47865282407405 -1.311422072135666 1.0000000180025095e-35 -0.88687444274198113 1.0000000180025095e-35 1.461448854650004 -0.55572005815129011 -0.081806607742116885 1.715484531564538 -0.18143084926566952 1.5699921587269869 -0.33296437357971126 3.6226755291136299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 7 -6 -7 -3 29 11 -11 13 -12 -2 -13 16 -4 18 -17 22 -21 -8 23 -10 25 -25 27 -24 -29 -9
right_child=1 4 15 -5 5 6 21 8 19 10 12 14 -14 -15 -16 17 -18 -19 -20 20 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=-3.9430244580885012e-05 -0.00034347548522965912 -2.0730775819879788e-05 -0.00010256215328469131 -7.0797866548009543e-05 -0.00043175448361917413 0.00012361438463459013 -0.00018297559107462592 4.0975689516098962e-05 5.2852205424146472e-05 3.9345841256347837e-05 -0.00042419719621479698 -7.8533497629240022e-05 0.00083102515348186762 0.00062369539297418245 0.00031587423725590866 0.001859835218008902 0.00059444345366427775 -0.00033450203268133792 8.0868619283156588e-05 -0.00016041651642542505 8.9282413763034214e-05 0.00025383449475710175 -0.00070571558297507651 -0.0001555234051868745 -1.7044524532058516e-05 -0.00062894485365375433 -9.4425782233229286e-05 -0.00079020046703865386 0.0016654709737466558 -0.00029158604847102096
leaf_count=94059 110 105550 4711 21709 483 12347 1766 71375 6237 7036 967 1378 65 639 969 35 206 3916 217 2084 9219 477 558 5786 8062 438 832 28 23 649
internal_value=0 -0.00194342 -0.0514398 -0.0247133 0.00536936 0.0800173 0.0916952 -0.000127019 0.0198499 0.0555745 -0.00345577 0.199285 -0.33936 0.502161 0.091252 -0.161424 -0.0643162 -0.293812 0.401977 -0.0229346 0.044676 -0.0896974 -0.0603741 -0.0440405 -0.0900221 -0.191724 -0.29516 -0.593288 0.604869 0.0385895
internal_count=361931 267872 41958 32873 225914 15073 14590 210841 105291 11164 8068 3096 1032 749 2347 9085 4917 4168 252 33267 11303 2243 21964 20523 14286 6224 1441 609 51 72024
shrinkage=0.000980392


Tree=5000
num_leaves=31
num_cat=0
split_feature=62 227 1122 352 278 903 211 1243 903 1117 1121 327 1107 521 636 777 768 997 1037 832 254 636 1328 1465 838 473 434 602 1438 53
split_gain=8.9037 19.7528 16.366 16.2324 15.584 15.6705 20.8555 15.4735 15.8807 15.3852 14.5573 14.3428 14.3611 14.3362 16.6103 15.7617 15.0061 14.8765 14.7711 14.5115 17.3508 20.1673 16.3635 14.238 19.1511 16.8034 15.4953 14.6091 14.4848 15.6591
threshold=-0.67845511463764618 1.1614306413963524 -0.72613544992164558 2.8051209665993553 1.7967604148646978 1.4593882077337741 0.48301662769194981 -1.2203683000301486 1.3839395282355953 -1.4103592349698084 0.22784823773932142 1.9934831530762243 -1.8070990758544847 0.61544172599432045 0.34752797896066895 -1.0151225045493109 0.64334844067693442 1.8859961581257856 0.92591608741468867 0.096750174143802867 0.52656206759154367 1.5999881786858723 1.8337981403650987 1.908629471252022 -0.68523011022357327 2.9797228729073066 -0.034159695212629328 1.0000000180025095e-35 0.73556760293882195 1.2912025798565661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 7 11 10 9 -3 -9 -7 -6 -4 -13 19 17 -16 -17 18 -15 20 -1 22 -22 25 -25 27 -27 -14 29 -26
right_child=-2 3 4 -5 5 6 -8 8 -10 -11 -12 12 23 14 15 16 -18 -19 -20 -21 21 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.0017905073788211708 0.00023815152050955069 0.016128756924632542 -0.00040245131780247906 -0.044539931840992752 -0.017083650832994436 0.073508366451946347 0.072401228579997562 -0.0044603695587746113 -0.019600366636078115 -0.016279542466609603 -0.001378482054179774 0.03919198463744325 -0.019649115436579698 -0.0053153502678969997 -0.049977965389535667 0.043199721446229168 0.0042979764570261689 0.036189262481230576 0.026238651782312314 -0.0034233045876828636 0.019763725907018987 -0.041271788865650215 -0.026958633966479708 0.076784776672646216 -0.047883653530044264 -0.05519741110224663 0.19180494776756329 -0.0047277710971623012 0.060221030378400764 0.055183566204569393
leaf_count=9329 244526 531 69498 198 2441 31 76 14569 1490 207 1621 141 3108 1289 44 417 223 202 242 6797 1716 100 144 67 191 23 20 2620 46 24
internal_value=0 -0.0216353 -0.00887116 -0.108494 -0.0258272 -0.174681 0.376482 -0.0994043 -0.115654 -0.0300886 -0.217435 -0.0172483 -0.152371 0.0532645 0.230687 0.538284 0.622248 0.0958998 0.0108462 0.029001 0.0798229 0.284555 0.337883 -0.173228 0.42104 -0.206529 2.20691 -0.216749 -0.0289977 -0.460801
internal_count=361931 117405 100617 16788 80114 4376 314 16590 16059 238 4062 75738 6240 20503 2417 684 640 1733 1531 18086 11289 1960 1860 6099 328 5771 43 5728 261 215
shrinkage=0.05


Tree=5001
num_leaves=31
num_cat=0
split_feature=614 1077 1373 1030 294 1461 795 712 706 702 588 966 1470 1466 1452 1242 1452 1469 89 1464 983 153 1349 1370 1456 1177 1456 760 974 9
split_gain=15.8014 20.0251 19.2316 19.9054 21.282 19.7715 19.0878 26.9672 21.8463 20.8624 20.3877 20.2647 17.9413 21.1022 21.2304 19.7043 19.555 18.3817 18.3622 17.8541 18.8282 19.25 18.6881 17.7842 19.9262 22.6931 20.3481 19.2398 21.0149 18.0095
threshold=-1.0625654336828987 1.4357019976763823 -1.2601938093385081 0.99422031274767553 1.1887139829833562 1.5692664354072514 -0.29258408639884992 1.0000000180025095e-35 1.5724059030450566 0.83871633330822193 2.250834115212506 2.1986369141678463 1.2551600099720808 0.47080750042056613 -0.16682302883424749 -0.41901556677919144 -0.28700289465434548 -0.94866001780749032 2.068979104658434 0.0086554168877801384 0.45817619378121927 -1.6907371869556527 0.62554163446995081 0.70223084764880606 1.0000000180025095e-35 1.330258535826035 1.5571501639310992 -0.97425371435744701 -0.16583582456836196 1.707719249046068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 23 6 5 12 7 8 -4 -8 -9 -10 13 14 16 19 18 -16 -5 20 -14 -22 -21 24 25 -2 -26 -27 -29 -25
right_child=2 -3 3 4 -6 -7 9 10 11 -11 -12 -13 15 -15 17 -17 -18 -19 -20 22 21 -23 -24 29 26 27 -28 28 -30 -31
leaf_value=-5.1891524394560112e-05 3.8506321963474172e-05 8.5135567501334829e-05 -3.0506328678933614e-05 -4.3909613710901308e-05 -0.00023242138355054762 0.0002031056501847634 1.3880393284172252e-05 5.664301803287659e-05 0.00014864562913755118 -5.2627285500289076e-05 0.0002263972962432623 -0.00056010238051732635 0.00011611729310156827 6.8666979672083863e-05 3.7507863489539472e-05 -5.2946756491633873e-05 0.00032037893256283545 -0.00026267977320436976 -0.0006631925541365131 -0.00066700203971593408 0.002831832414574536 0.00069437871176972177 0.00089457788347910619 -0.00016960503239845396 -0.00026827183689849212 0.00024366355684711014 3.1589483174016529e-05 -0.00049201127006698829 -5.8543329090821758e-05 0.00016194909597308865
leaf_count=83458 20648 7698 32442 7237 4351 1827 72833 49066 5438 33024 3364 245 446 4347 1367 1598 898 7873 372 197 24 528 63 11278 4218 526 2198 1668 1434 1265
internal_value=0 -0.0406099 -0.00123139 0.00630888 -0.0554591 -0.0303398 0.0136193 0.0374919 -0.00892358 -0.00666545 0.0695783 0.124083 -0.0506521 -0.0756791 -0.119092 0.139229 -0.0284379 -0.210215 -0.0711668 0.371158 0.514674 0.807289 -0.251413 -0.0515494 -0.0206619 0.0100104 -0.153857 -0.185578 -0.271469 -0.138711
internal_count=361931 91156 270775 227540 31128 26777 196412 90555 38125 105857 52430 5683 24950 22094 17747 2856 8507 9240 7609 1258 998 552 260 43235 30692 24276 6416 3628 3102 12543
shrinkage=0.000980392


Tree=5002
num_leaves=31
num_cat=0
split_feature=519 728 1425 896 974 1368 1110 566 369 1259 413 837 933 1117 1043 1385 651 156 651 415 363 125 1388 438 781 10 1114 1322 354 838
split_gain=8.98786 17.3972 18.0773 16.2609 20.3231 15.4835 16.4332 15.164 14.6677 20.8476 16.7526 18.61 16.7153 14.6046 14.2166 13.7422 13.8758 13.6186 14.2835 17.7354 14.224 16.6966 19.6316 13.6518 13.5142 13.4595 13.3128 13.0014 15.3134 15.0777
threshold=2.1420547332082829 -0.49008176997875957 1.1710607803345987 0.73822046824604237 1.3393118120981196 1.4015214112945762 -0.3155560991133215 1.6668163271194893 1.106599526467509 2.0442136747476165 1.0000000180025095e-35 0.38868227352186951 2.2214874143667376 0.46246570510161294 0.11420067967864868 0.36715353603839229 2.1643410232570424 -0.22098324266912592 1.0000000180025095e-35 -0.097533966198723468 -0.16644101938445893 0.58518330826110332 0.064908265345723526 0.65935318972198431 0.65376205091362616 -1.3228216242055055 -1.0856921748114268 0.7026842756116306 0.65357906956115697 -0.91818967631246473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 27 -7 8 10 -10 14 12 -12 -8 24 16 -6 23 20 26 -19 -22 -23 25 -3 -5 -20 -4 29 -29
right_child=1 2 5 17 15 6 13 -9 9 -11 11 -13 -14 -15 -16 -17 -18 18 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00030800172981957426 -0.0047496431294030772 0.0084200133528315648 0.018486301673185278 -0.065153192366215917 0.00076393735853210528 0.019010091387896395 -0.10689724633521516 0.015519924262485961 -0.011790485673447343 0.055965735343504533 0.014374725668670993 -0.0027690746307662186 -0.0046452260483139428 -0.0045769556956127199 -0.0075780771007575151 -0.028953004260905454 -0.04385930238442376 -0.042692056915640632 0.0507978559242541 0.02326164421017141 -0.040198550416352327 -0.025215390321767325 0.036276701528037282 -0.027231510833494607 -0.010946117180814917 0.0072537243024839194 -0.030114686420975929 0.050578651149233926 -0.041085515204925004 -0.0029194811730257268
leaf_count=338398 4052 2274 1700 45 938 48 39 1413 1082 56 3987 1418 591 28 1872 330 93 360 27 197 179 132 117 190 512 1171 213 69 98 302
internal_value=0 0.0384627 0.0650987 0.0401836 0.0682013 0.242938 -0.516343 0.0943808 0.069008 -0.167489 0.0940582 0.170126 0.235492 -1.23538 -0.00431585 -0.18621 -0.0633391 -0.122001 -0.298897 0.00764134 -0.494359 -0.222542 0.123894 0.0240468 0.0945856 0.107188 -0.409919 0.283614 -0.0336748 0.15763
internal_count=361931 23533 19481 17197 14566 2284 115 13205 11792 1138 10654 5996 4578 67 4658 1361 1031 2631 1225 437 788 428 249 1406 2786 1216 240 2169 469 371
shrinkage=0.05


Tree=5003
num_leaves=31
num_cat=0
split_feature=614 890 768 795 633 590 727 588 854 797 710 416 791 434 675 269 638 1002 651 965 920 762 921 210 400 81 857 706 986 74
split_gain=14.374 18.4483 21.414 20.821 21.1618 22.6707 22.6034 29.5939 20.4155 57.9915 23.4777 21.8922 21.5642 20.4061 20.2816 20.1738 20.0439 19.294 20.6261 21.6406 19.1781 19.792 19.1334 19.8416 19.2633 18.7212 18.5751 18.5519 22.7526 18.378
threshold=-0.75411934043310735 -1.3230736206490437 1.8936793896627242 -0.29258408639884992 1.7407312976543683 0.58895901036483078 1.0000000180025095e-35 2.250834115212506 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.2448093987742805 1.0000000180025095e-35 3.7374297967062331 1.0000000180025095e-35 0.24204918951595961 1.273276721297012 0.69854289147193727 1.1107569744011787 1.4967165609810034 -0.83967173534858641 -0.14069470999436542 1.0000000180025095e-35 -0.37641982178211458 2.2100914280216659 0.69884460077894406 -0.49205703050329141 1.0283154492864859 -0.12565939394204428 -1.7863694194860995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 27 20 9 -5 12 15 17 -4 -14 -12 -17 22 19 -19 21 25 26 29 -25 -8 -10 -3 -29 -24
right_child=1 3 13 8 5 -7 7 -9 10 -11 11 -13 14 -15 -16 16 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-3.3953267532022453e-05 -4.1389405415303751e-05 -3.4976947044976158e-05 -0.00031974520573086585 -5.8716842666108724e-05 -0.00012017780182052322 0.0001248176335810097 -0.00011338697162681186 0.0002577648456166679 -0.00010711311801073197 0.00025324035358740437 -9.5137117586135918e-05 0.00033336804624350291 0.00017458895568120297 0.001871988507830262 -1.8630810713922504e-05 7.4555769516854081e-05 0.00051342221735228627 -0.00012069528810525943 -0.0003411265803630543 0.00017478756130941931 4.12116526983776e-05 0.00031378303233076555 0.0012444604364616329 6.5428333162817034e-05 -0.00043725720902489638 0.00039705590315524796 -1.7789747931908659e-05 0.00013095573930980428 -6.8122119218320934e-05 -8.5125690392683407e-05
leaf_count=107272 23784 27038 2492 6883 8599 2282 1362 3410 22011 4397 3639 1214 4329 23 6772 4439 462 10969 1815 1265 46279 2466 65 17715 451 439 27348 9196 4823 8692
internal_value=0 0.000510405 -0.0662379 0.00627447 0.0295953 -0.0661231 0.0403791 0.0699657 -0.013953 0.0745528 -0.0237118 0.0779075 -0.034564 -0.300125 0.0590058 0.0372502 0.121725 -0.0465452 -0.122773 -0.0898144 0.0557022 0.195857 -0.0317017 0.0162986 0.0563345 0.0167218 -0.05963 -0.00108342 0.0688104 -0.0781042
internal_count=361931 254659 26299 228360 105894 10881 95013 53956 122466 11280 111186 9754 101432 2515 11101 8540 4901 90331 14049 12234 50546 4267 76282 26923 18166 1801 49359 41057 14019 8757
shrinkage=0.000980392


Tree=5004
num_leaves=31
num_cat=0
split_feature=728 659 1457 429 1046 912 569 628 936 348 227 225 259 18 421 857 637 13 1206 1394 1258 1119 15 1246 1175 607 207 1051 777 247
split_gain=8.98598 12.1173 12.7247 17.6021 13.7812 14.4195 13.0521 14.0032 15.6246 17.4507 15.5294 15.4892 15.1507 15.5005 14.0327 12.9785 12.9578 14.9988 12.5962 12.5464 15.9266 17.041 15.913 15.5553 15.2145 14.6517 14.0044 18.5568 18.3805 17.4421
threshold=1.0000000180025095e-35 0.62821384419828064 1.8601767835506282 -1.1099366487723967 -0.36420730967875642 0.34645314636920366 2.3847472223378223 -0.82646350435377058 0.30310323293594316 0.26912759857856955 0.2711577512920878 -0.40781215683272004 -1.0000000180025095e-35 -0.029440829102934961 0.95482661291304594 0.40105679784834503 0.84209994799098231 0.13324296179285286 0.62348375149149904 -0.93139893128155282 -0.27802159125708265 2.1165053218669327 0.3430180696562854 1.9516735866435488 1.0433534747870465 3.391240016303716 -0.095938101153445796 -0.94941287834859667 -0.74155542799976215 0.5131550322267513
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 6 -4 5 -5 -3 15 9 10 14 -10 13 -13 18 -8 17 -7 -9 20 23 26 -23 25 -25 -1 28 -28 29 -22
right_child=-2 2 3 4 -6 16 7 8 11 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0017841055092166259 -0.0011511434600762975 -0.0024116654042875994 -0.025406636456895882 -0.02257940837312845 0.017398551595775837 0.028014215824208683 -0.050507110183054406 0.05977220701412405 0.090547716267772332 -0.027329659952353282 -0.036527818427329516 0.0014911001046848539 -0.033628164334717284 0.10126244119223836 -0.030836647488532872 0.02585126502968248 0.045520875305881121 -0.061877357050272745 -0.013552920147684623 0.00092420591819961312 -0.0035327605049419435 0.034085683633872675 -0.01708328447035309 -0.014900935368335172 0.019684687664617208 0.051662382369413978 -0.014455463711819831 0.0015088715954787223 -0.012312915108189505 0.02875158660267553
leaf_count=16072 109090 38377 216 306 1079 52 111 148 75 152 81 56 51 39 53 50 96 42 40 177063 1588 256 120 1850 199 77 1446 6248 6590 308
internal_value=0 0.00434876 -0.0326843 0.148852 0.221845 -0.108911 -0.0421135 0.259692 0.402253 0.154635 0.465603 0.943116 0.455969 1.02808 0.699774 -0.439695 0.352503 -0.245095 0.929671 0.0113316 -0.033162 -0.0907699 0.383486 0.0174738 -0.207162 0.0413046 -0.104838 -0.0282802 -0.178583 0.0363774
internal_count=361931 252841 41024 1791 1575 496 39233 856 695 474 322 221 146 95 241 161 190 94 188 211817 34754 16556 376 18198 2049 16149 16180 7694 8486 1896
shrinkage=0.05


Tree=5005
num_leaves=31
num_cat=0
split_feature=50 56 1470 651 1380 491 910 544 1055 115 1083 974 1037 74 1185 77 1259 897 834 14 1110 915 123 1367 1177 3 278 1181 1252 1387
split_gain=8.86669 17.1115 13.573 13.1431 14.7238 16.5274 13.81 13.6818 17.6323 15.6743 15.3452 14.6744 17.5906 17.2424 17.9022 17.016 17.2478 15.2788 17.1166 15.5466 14.3928 17.2531 16.1768 17.646 15.2881 17.1246 16.1965 16.4291 16.0736 14.6916
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.1107569744011787 0.53771263013147064 0.09227461079809153 0.49661861981475669 1.0000000180025095e-35 -1.277703497979737 1.3947035982071894 1.0000000180025095e-35 0.77542364850548939 2.0646018071753369 -0.5335760389679971 -0.63641381800111674 -1.4878809277375213 0.76466951365431901 0.22240219790391802 -0.32752880111379346 0.2961799295462974 1.1956088341640181 -0.77200591472894364 -0.42820380618892773 3.4945390613906286 0.27744348860656592 2.4645986854613304 -0.22310572817398952 -0.86835200543590896 0.67623431676141632 0.31251629828191624
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -6 -7 8 -4 10 -9 20 13 -13 -15 -16 -17 -18 -19 -20 22 -22 23 -10 26 -26 27 -24 -29 -30
right_child=-2 -3 3 4 5 6 -8 9 11 -11 -12 12 -14 14 15 16 17 18 19 -21 21 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=0.0033203101484524551 0.00036181405419080719 0.00010586150431844477 -0.043371584918410054 -0.0016669151859895937 0.0031970900977512148 0.042379235782296118 0.0014945344626296972 -0.0025059361830103884 -0.012275302085563058 -0.01409538684799821 0.0063733876148274957 -0.012410408820426058 -0.037806821189675002 -0.012636962394850904 0.1169769494055115 0.0050827597509619706 0.00979231028265308 0.085187579188876372 -0.014433157872064065 0.084427992160562626 0.015083504998583384 -0.0190064362362284 -0.042469165504038148 0.059743836876687044 0.0024261008610481469 0.085092751055795196 -0.0019932043397690026 -0.013849842480044068 -0.0054871433160842351 0.030177876972400347
leaf_count=4567 197382 90457 411 4385 1073 312 166 15109 8591 3261 6231 1494 230 947 34 2645 314 118 94 30 369 3565 618 36 5677 40 7939 4647 826 363
internal_value=0 -0.0169497 -0.0522562 -0.0650888 0.0427773 0.238071 0.579758 -0.0802371 -0.113787 -0.0224176 0.000906163 -0.108545 0.0146414 0.0433904 0.120656 0.199906 0.18397 0.606953 1.0675 0.360674 -0.13542 -0.31168 -0.112978 -0.231014 -0.0705171 0.0656181 -0.117827 -0.23576 -0.19757 0.109056
internal_count=361931 164549 74092 69525 5936 1551 478 63589 38988 24601 21340 38577 5906 5676 4182 3235 3201 556 242 124 32671 3934 28737 8627 20110 5717 14393 6454 5836 1189
shrinkage=0.05


Tree=5006
num_leaves=31
num_cat=0
split_feature=764 1469 1040 354 1049 1173 560 1173 1037 697 350 1458 484 1386 694 1113 1187 219 1201 286 1052 904 760 227 1119 277 554 91 217 1253
split_gain=8.90377 15.0354 14.7917 17.5102 17.4735 16.6247 14.8076 14.6837 16.1433 14.0257 17.5319 13.7745 13.6532 13.4598 15.3986 13.7934 13.7583 13.3136 13.398 13.1504 16.1735 12.9907 14.3419 13.2452 17.8287 14.6803 13.1892 18.272 13.9878 12.6432
threshold=-1.0384766776915233 0.47154702428836687 -0.23103345563239977 -0.66002411060665589 -1.1870287263066768 -1.0135201796961073 2.1345375778518068 -0.93096593158643959 2.0080445694388809 -0.59144390700214622 1.1765558876501616 -0.19179933198544472 -0.5028714332355303 0.26684901938620498 -0.29574964297364675 1.1659080407142108 1.3184484253728141 0.34692878777615577 1.0000000180025095e-35 1.5450733295569463 -0.77894809922647779 -0.62412531709744135 0.77784827745952345 -0.51880270049056931 0.48088892347605622 0.95443010978048315 -0.63393679689656579 -0.7090319212000521 -0.83106553721240506 1.1549460634488782
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 6 -4 9 -7 -9 10 -3 -6 -8 19 15 16 -15 -11 -19 -13 -21 22 -5 24 26 -26 -23 28 -28 -25
right_child=-2 2 3 21 11 7 12 8 -10 17 -12 13 -14 14 -16 -17 -18 18 -20 20 -22 23 -24 29 25 -27 27 -29 -30 -31
leaf_value=-0.00049151332605366655 7.7959398583046021e-05 0.018523965946953831 -0.017338473543056992 0.012116931177422236 -0.01915997796444046 0.079121019480510896 0.074071056411753142 0.018217448140743376 -0.043222282498692505 -0.022947168580346736 -0.053133142453902729 -0.0016053147836352609 -0.02395756573924282 -0.026631084842866293 -0.043137427404769765 0.057973373604602377 0.053753606002675793 -0.028242281650272635 0.038777080404180209 0.10320090423439512 0.0074888798243398771 -0.041830993041966226 -0.030017933149959392 -0.029549468991735446 0.013392223844308979 0.096840011667795614 0.098869843078573064 -0.014202125666304433 -0.035071727991298991 0.015011017432431724
leaf_count=30451 319728 668 321 806 3501 47 55 1103 86 888 76 1049 45 247 311 49 32 106 137 35 78 238 209 1055 143 40 34 243 24 126
internal_value=0 -0.0380808 -0.122613 -0.00114928 -0.199831 0.219301 0.0323882 0.348727 0.284282 -0.0363125 0.238202 -0.277876 0.921122 -0.0966405 -0.415142 -0.0261528 -0.272018 -0.26327 0.288848 0.0626931 0.847354 -0.130737 0.103496 -0.27441 0.00334498 0.653457 -0.271009 0.0607196 1.25687 -0.473718
internal_count=361931 42203 11752 4475 7277 1557 1975 1236 1189 1875 744 5302 100 1801 639 328 279 1131 243 1162 113 2918 1015 1903 722 183 539 301 58 1181
shrinkage=0.05


Tree=5007
num_leaves=31
num_cat=0
split_feature=1371 83 418 430 693 842 1408 421 500 150 699 771 911 913 894 155 1193 138 135 76 152 449 1448 906 1278 636 777 836 635 983
split_gain=8.8379 10.2306 13.4886 16.4098 12.8412 12.2127 10.8193 10.4132 11.4939 13.5548 12.3341 13.3533 12.2755 12.1991 11.3767 14.6931 14.3067 11.252 13.4774 11.4037 10.2844 12.0403 11.4614 12.0573 11.8636 10.8262 13.0324 12.0888 10.6042 9.86408
threshold=3.4357416210103824 1.8267642562209692 -0.25139774444875407 0.65243159139794138 0.2722660699621221 2.3752998519744484 0.33951978085083601 -0.85785712443905593 -1.0764333340246381 0.41126579339640523 -0.13461434988832874 0.88514715613674932 -0.89403598264340201 -1.2702708275456189 -1.0733873883465979 1.9135609105859426 -1.09611263187067 0.14438232494025693 0.62621274563995222 0.35007636693548333 -0.78714314632105975 -1.1412885898275651 1.4902937378168244 -0.92862557978234206 -0.83524910397751784 0.13957232315723894 -0.80901032358732217 -0.44264783869809771 -0.81853481806149786 -0.9569411994732705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 -3 7 -7 -2 9 -9 11 13 -11 -10 15 17 -16 18 19 -12 21 28 23 -22 -24 26 -25 -27 -15 -14
right_child=1 2 3 -5 -6 6 -8 8 10 12 14 -13 29 20 16 -17 -18 -19 -20 -21 22 -23 24 25 -26 27 -28 -29 -30 -31
leaf_value=-6.1724599701151308e-05 -0.02574517916650898 0.063320761000651427 -0.053778742065736587 0.069326393746385537 -0.017612641070501877 0.0010405967161430925 0.08248132998709562 -0.0031350557090472179 -0.036789944861427976 -0.040140232725167396 -0.0071495197714944066 -0.034663074108535336 0.0019008637270916411 0.10417880613502083 0.047935773567251927 0.098068644332270069 -0.033778921546597722 -0.047641972869116971 -0.045339123962339592 0.064667422840088501 -0.047929021898848609 -0.036370312733817169 -0.039727719163856701 0.093898254479222718 0.062737699478833037 -0.0082047446192248172 -0.010880372409137199 0.067619065856436747 -0.057913740079862989 0.099888457860187546
leaf_count=357287 895 84 102 20 41 77 28 275 199 27 130 199 25 21 39 40 980 171 123 137 91 230 36 20 131 83 271 100 24 45
internal_value=0 -0.135458 0.361871 -0.423488 0.811834 -0.177063 0.649318 -0.209453 -0.131807 0.332588 -0.202507 -0.00166966 1.07395 0.125024 -0.404644 0.00664666 -0.587321 -0.154761 0.172986 0.582297 0.235047 -0.361906 0.385897 0.173251 0.977097 0.332128 -0.0216234 0.852623 1.06797 1.48057
internal_count=361931 4644 247 122 125 4397 105 4292 3397 372 3025 1405 97 1206 1620 601 1019 561 390 267 1007 275 732 565 167 474 291 183 45 70
shrinkage=0.05


Tree=5008
num_leaves=31
num_cat=0
split_feature=785 728 784 922 830 215 647 590 350 1246 306 641 49 770 73 428 1113 351 570 636 830 9 1117 1421 50 772 20 1394 830 480
split_gain=18.8584 15.71 17.6096 17.0062 20.0344 17.7112 16.6691 36.2641 16.1215 17.0239 16.4357 22.2208 16.9269 16.0672 20.8733 17.2613 16.2538 15.8227 15.6997 16.9575 15.6135 17.1027 15.5339 15.2787 15.1453 16.1371 22.0966 22.4166 18.4204 17.7007
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 0.8808338060330112 1.8227892136636004 0.92306248621590858 -0.87782724458594241 0.58895901036483078 -0.54100357354515338 -0.4213603389737493 1.0000000180025095e-35 -0.16610018842257618 1.1349154245379338 1.2589059659131825 -0.33306603231948056 0.49482563919436073 -1.4350361017064479 2.0347385979342092 -0.48460852809644533 2.4129057422810987 -0.51632065155084061 1.9916312825764189 -1.2591097148690287 1.0107116206971127 1.4829784501753427 0.13509821936414931 -0.080602837910895522 -1.0040456681534913 0.96460929558167885 -1.0785754684265649
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 -5 7 17 10 -10 -4 12 -12 14 -11 -16 -15 -3 23 24 -7 -22 -9 -8 -20 28 -27 -28 29 -26
right_child=1 6 3 4 -6 20 18 22 9 13 11 -13 -14 16 15 -17 -18 -19 19 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=4.3634456787198814e-05 -1.554420976948412e-05 -1.8165758082434225e-05 -0.00014102506676986823 3.346387100104159e-05 0.00041374789205468225 -7.2785317417600886e-05 7.1074980050262711e-06 -0.00066953331138585638 0.00010707363598271937 0.00012026310349052055 0.0002396213111889009 -0.00015919339747709818 -0.0003015551771783279 0.0013379302991678723 -0.00014466412396503496 0.00011345482692834488 -0.00028480679347131412 -0.00092315512534287079 -9.7872759472273361e-05 0.00032582667357861496 0.00045332161556824147 -0.00073215921206680175 0.00040382364267948644 -0.00019857693350533586 0.00068757137773547473 -0.0002828543519708049 0.0012405485053276673 5.4209921940787197e-05 -0.00027122434200787209 0.00014814246874886536
leaf_count=29559 190291 4669 6508 6970 981 430 30285 93 9598 4573 2048 1713 333 24 4729 1682 1370 152 55011 602 1125 62 1291 3085 391 1360 92 690 427 1787
internal_value=0 -0.0153783 -0.00589527 0.0348737 0.115279 0.0827792 -0.0440951 0.0759666 0.0100335 0.0427011 -0.0658314 0.0417681 0.174036 -0.0135872 0.0138803 -0.0730366 -0.2511 -0.0416699 -0.0537897 -0.0801532 0.283143 0.406214 0.364074 -0.00884981 -0.0850754 0.0392954 -0.113104 0.212126 0.160269 0.246669
internal_count=361931 332372 232437 42146 9568 8587 99935 6205 32578 21976 10602 4094 2381 12378 10984 6411 1394 4821 93730 60360 1617 1187 1384 33370 59758 4747 2142 782 2605 2178
shrinkage=0.000980392


Tree=5009
num_leaves=31
num_cat=0
split_feature=785 579 728 934 439 567 213 567 633 803 496 1325 359 445 827 981 74 893 1177 1121 1383 902 355 694 79 969 493 496 1117 846
split_gain=8.96778 10.2131 17.8983 19.6196 20.6912 19.2559 17.2306 16.7493 21.233 19.0489 17.3185 17.2098 18.2956 20.7704 17.6697 19.4341 16.6461 18.7396 16.473 16.1781 16.1648 19.2597 16.8191 15.4854 17.1277 17.4212 18.2863 16.1788 15.2544 17.0793
threshold=-0.86283290253235112 1.0000000180025095e-35 -1.3163276726681863 1.0000000180025095e-35 -0.9313969226050508 0.31980670659661753 1.919215322411197 1.7811711699895054 2.2512632397278991 3.0813325700491205 -1.2102501349136527 0.33162594105508053 2.177312904296643 -0.54128920011621195 0.12234551562379832 0.22582057627890786 -1.3540956651859235 -0.68189663169661496 -0.70695758442535606 -1.1335361249469909 -0.11675863971740578 3.2986939041005705 -1.3324400629881776 1.3473987468239537 -0.21695155034367894 -0.93141190945489916 -0.71981671511892997 -0.59503485849692106 1.0185301172368335 -0.57880276972203537
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 28 3 4 -3 6 19 9 11 18 -10 12 14 -14 -9 -16 -13 -18 -4 -5 21 22 -20 24 25 -6 -27 -26 -2 -30
right_child=1 2 7 5 23 -7 -8 8 10 -11 -12 16 13 -15 15 -17 17 -19 20 -21 -22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=0.0017692951684049115 -0.00037148562189480688 -0.0043323184741409946 0.0018181181282041145 -0.01229369745237369 -0.022981848341379035 -0.0048641294729598198 -0.030633365887276099 -0.0077573015400090751 -0.043882712924693618 0.011460923065308673 0.019155599220788789 -0.054050965367691661 -0.026789654595278156 0.02403559809532024 0.011135039718576633 -0.006299677270786618 0.0021030071996517023 0.01691496568740225 -0.024416238101739665 0.0096257819617997665 -0.00029146566758470077 0.034297857057469537 -0.0041598664931025231 0.0059003849862623962 0.0019733820334375657 0.032948278434527224 0.0035404477121491786 0.031488377603269578 0.00098470492834960952 -0.0050573591457865694
leaf_count=29559 189671 1688 19647 502 232 4566 185 4584 88 1469 1113 81 107 483 1877 1500 2275 1836 805 3653 30066 177 27115 3984 309 320 749 1005 9438 22847
internal_value=0 -0.00609655 0.0121768 0.078518 0.157211 0.00470275 0.11304 -0.00135872 0.0697775 -0.0155817 0.331663 0.0403845 -0.0217021 0.314487 -0.055835 0.0670892 0.152153 0.167394 -0.021222 0.141135 -0.0424351 -0.0872439 -0.0928654 0.209114 0.335215 0.160235 0.260186 0.508349 -0.0158639 -0.0643656
internal_count=361931 332372 110416 17193 8287 8906 4340 93223 13944 79279 1201 12743 8551 590 7961 3377 4192 4111 77810 4155 58163 28097 27920 6599 2615 1301 1069 1314 221956 32285
shrinkage=0.05


Tree=5010
num_leaves=31
num_cat=0
split_feature=785 519 713 930 962 652 588 689 486 848 1028 131 831 1452 590 565 761 792 842 430 816 872 912 1088 9 840 212 5 510 968
split_gain=16.1621 17.0121 19.2094 22.446 22.1891 21.7133 20.5629 23.0065 20.1219 19.6984 19.4472 19.1314 18.1685 19.4801 18.0648 17.8904 17.865 19.627 17.8372 17.4311 17.3501 21.7524 17.3029 20.9214 17.0258 16.7316 18.0375 17.6122 17.0205 17.1241
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.3714217264408297 -0.98896428961744431 2.250834115212506 1.0000000180025095e-35 1.8692550303841236 3.5086024243106082 -0.35861621905537377 0.23318464556329613 2.0523937188146193 1.3895128202463656 -0.67541201360492764 1.1604233505739945 1.9651948445941332 0.6540212943698811 -0.75742693342923417 -0.56406742211804961 0.98567350059335823 3.0757328524286596 0.41325020809808216 1.3828769186765884 -0.39728568527181823 1.9563354397392783 -0.62355919545019034 1.6887508037177754 0.38372562508375863 1.1993462812674249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 14 12 -8 10 -5 22 -9 20 -14 -4 18 17 25 -11 24 21 -7 23 -2 -19 27 -27 28 -16 -30
right_child=1 -3 4 9 -6 6 7 11 -10 15 -12 -13 13 -15 16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=3.9331148406954681e-05 4.2465878795127022e-05 4.2316477128773644e-05 0.00016681795939062165 -3.1181534722314792e-05 -8.8126036828872108e-05 -5.8175225211387033e-05 -6.2730427463710036e-05 1.4387842329013175e-05 0.00030496155797678475 -0.00017365143023220084 0.00011409011092115025 0.00025497591430569409 3.791476501430231e-05 0.0004507017032800185 1.3240585726446251e-05 0.0012175444523459739 0.00024432748735186727 -0.00018494856186704217 0.00063349479438851316 -0.00022983959126563454 3.9868591976164655e-06 0.00021921688095821615 -0.00029936083413444064 -0.00032654158457603907 0.00037232084903231634 0.00028948551588008938 -0.00040830938205811511 -0.00022077317851736174 0.0002193487749992624 -0.00018778466166493218
leaf_count=29559 10289 21518 4403 30444 45726 133584 3988 2956 1436 302 10827 3017 5955 559 10063 89 1471 534 232 3102 30979 1287 1302 983 543 228 755 1170 4077 553
internal_value=0 -0.0152877 -0.020328 0.0179796 -0.0297609 -0.0211096 -0.0309239 0.064086 0.069851 -0.0232175 0.0519091 0.14856 -0.0376878 0.0778966 0.0382185 0.368602 0.0123512 -0.00469155 0.205441 -0.145694 -0.0429499 -0.055866 -0.0178018 0.0111397 0.100858 0.0290243 -0.251454 0.0469286 0.0675943 0.1757
internal_count=361931 332372 310854 55904 254950 209224 182325 9961 24837 31067 23401 5973 172364 6514 26899 623 22496 21025 534 4179 165850 134871 12574 11272 1077 16846 983 15863 14693 4630
shrinkage=0.000980392


Tree=5011
num_leaves=31
num_cat=0
split_feature=616 432 1211 912 622 1429 755 1311 1457 349 158 284 1396 428 1457 1381 900 641 1451 287 917 1419 141 632 285 119 73 150 426 39
split_gain=8.81271 14.5374 17.5252 15.8112 14.3225 14.584 13.763 16.6368 13.139 15.4991 16.9192 20.6984 13.9009 14.2289 13.6909 13.3688 14.5809 15.5381 13.1872 12.8713 12.8554 17.2253 17.252 16.9381 18.2777 19.6197 15.7545 15.6832 15.4507 18.4155
threshold=0.57091520978742472 2.8831139176612148 1.0000000180025095e-35 -0.17360969137706508 2.9988941682990409 1.0000000180025095e-35 0.58583312291556033 -0.17339895897636179 -0.57837518418888978 0.88141908552292592 0.72138871645478952 -1.0425241432688839 -0.16240734611616903 0.38102515974061074 -0.57063686841922001 -0.25487486170642931 0.5132041952655535 -0.037453446232017802 -0.040427581734015477 0.4842472791243026 -0.63196957688581024 0.28046113576429438 -0.24260053655594285 1.0287038337131731 1.2610364411034429 0.56114696576568235 3.6318420551784354 -1.004170523770846 0.84918776175807287 -0.74572863955402979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 6 5 8 -4 -8 9 -2 11 -11 15 -14 -10 16 -13 -18 -15 -20 26 22 -22 24 25 28 -7 -27 -23 -30
right_child=1 2 3 -5 -6 20 7 -9 14 10 -12 12 13 18 -16 -17 17 -19 19 -21 21 23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00010934346776012097 -0.0056651390186347643 -0.02678533094253879 -0.063899389913804797 0.031013161921128324 -0.014954776107002229 0.00054004291187691915 -0.043299898781327312 0.083050806111534481 0.073597685200176108 -0.033648219590354821 -0.020983614257962101 0.00035922627255834344 -0.010119542968917246 0.0005311894259125156 0.0028041074094122317 0.055884027706129061 0.091440076389896777 -0.032517447116564534 0.094554533245755162 -0.016653044290137236 -0.0026961882103778709 -0.0032366902253057918 -0.013261792048119997 -0.021836215140729143 -0.020249763436585095 0.047259717260627034 0.067550410309102582 0.011224061464452961 0.073002771782619588 0.0060979994545233805
leaf_count=306264 6851 1030 97 210 1711 7669 60 40 39 189 301 246 362 99 18133 219 48 24 45 20 5119 3809 6314 669 713 182 57 1059 85 267
internal_value=0 -0.0331997 -0.322329 0.160141 -0.0269716 -0.0203117 -0.498142 0.32363 0.0208024 -0.062412 0.172879 0.296928 0.409054 0.109955 0.0595712 0.681469 0.338219 1.21972 0.670146 1.35701 -0.0662955 -0.106695 -0.170756 0.00128508 0.0429905 0.0911818 0.021091 0.34105 -0.0115405 0.52467
internal_count=361931 55667 1437 407 54230 52519 197 100 26576 8404 1553 1252 1063 526 18172 537 318 72 164 65 25943 18217 11433 6784 6115 5402 7726 1241 4161 352
shrinkage=0.05


Tree=5012
num_leaves=31
num_cat=0
split_feature=1465 1467 1467 1081 1457 1466 1452 978 1453 1008 1460 1453 1462 1467 14 975 882 915 1427 345 200 1458 207 1189 1391 155 1188 944 954 620
split_gain=8.76164 12.8848 18.4652 14.5195 19.4218 13.3246 15.8863 17.966 15.2265 18.8038 17.1772 16.3866 16.003 18.8489 14.02 13.6057 13.3388 15.0797 18.7715 13.3373 15.5012 12.4862 11.9086 11.8828 11.8418 13.6784 13.5238 11.8238 11.7541 11.0884
threshold=2.873316917895123 -0.44899544734167229 -0.3295993541954565 1.0000000180025095e-35 3.9189526428767678 2.5621452872994568 2.6328010634086039 -0.54212468406413628 0.95496318747388242 1.4323682487845721 3.4359647346935289 1.0969950498647898 1.1404215255430115 2.6212945108504591 -0.50188612065817007 1.4052990773250771 2.1621367426492752 -0.41638127657477514 0.48575677691355118 0.55716209204755962 1.0000000180025095e-35 4.3224126317318072 0.71663621273682654 0.10993633351384557 -0.31602917211114195 0.21379416096315434 -1.4762543321660033 1.0000000180025095e-35 6.099786963134739 -1.130853321005749
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 3 -3 4 -2 6 8 -8 10 11 12 -10 13 16 -14 24 17 18 19 20 -4 -13 23 -16 25 -7 -26 -15 -1 -6
right_child=1 2 5 -5 29 15 7 -9 9 -11 -12 21 14 27 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00022155770077779427 0.017212781608926749 -0.048858530915688245 -0.046786107808506908 -0.0015472736977703424 -0.071059275312188114 0.01337962931900229 0.027735907079106017 -0.069670781437897192 0.055770416941716763 -0.050261169308569345 0.027546912305825816 0.0032624552888447659 -0.036475690418339306 -0.040019815025476364 0.017219451088845317 -0.037353074706954113 0.050043717589388463 -0.039539364815422966 -0.063405824030117172 0.056234419556663584 0.020954908791956928 0.051249404984051464 0.062663016357738147 -0.027428297278719323 -0.056215313090776792 -0.036425485323640434 0.030247990836275648 0.054723119524732758 0.023513107136693957 -0.0058385384279926802
leaf_count=354264 2065 83 114 1365 35 245 30 93 82 76 156 610 128 27 244 79 24 747 90 55 88 64 41 103 27 111 463 50 190 182
internal_value=0 0.0754886 -0.0181206 0.172584 0.275104 0.00855504 -0.0739852 -0.867909 -0.0352596 0.204429 -0.1642 0.294632 -0.23918 -0.415164 0.0744437 0.238439 -0.515945 -0.568032 -0.153294 0.141929 -0.159029 0.170142 0.241772 0.105292 0.312854 -0.0091994 0.526012 0.591837 -0.00402834 -0.331816
internal_count=361931 7477 3830 3647 2282 3747 2822 123 2699 832 1867 756 1711 1195 516 925 1118 1094 347 257 202 674 388 347 846 356 490 77 354454 217
shrinkage=0.05


Tree=5013
num_leaves=31
num_cat=0
split_feature=898 1030 1461 409 641 557 492 826 624 322 296 1037 80 4 434 139 425 365 486 1253 444 908 621 570 355 572 1 630 355 156
split_gain=8.64032 18.214 16.074 22.156 17.0588 15.5486 16.2231 16.0027 15.9634 15.7252 17.0836 17.2825 17.6695 16.4301 15.2701 15.201 22.9124 15.3798 18.7986 14.8823 15.3624 14.7959 16.1336 14.3432 14.1955 15.6275 18.7076 14.9204 14.1738 17.2048
threshold=0.023481522340548951 2.7042904249467168 1.7888344948012227 2.6516684467515113 -0.66408757754731829 -0.27208319154017496 2.8428304561714501 0.28344626543632634 1.1332930095189651 1.0000000180025095e-35 -0.58086149320304503 -0.33719555536616308 0.01174926221005672 1.3749853296662653 -0.97705706819234472 0.19908754484834373 1.7407691670971881 -0.72212855655276098 0.9327969367576322 0.56149510847470896 1.0617732612454149 0.20808199961775339 -0.78830763588637398 -0.88161888620789208 -0.93385394645245612 -0.55098791896922317 -0.74701566450513446 -0.12200686981028275 -1.3593110371366532 -0.58038445918863546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 19 15 7 28 9 -9 10 11 21 -13 -14 -10 24 17 -17 23 20 -4 22 -2 -19 25 -3 27 -27 -7 -30
right_child=5 2 3 -5 -6 6 -8 8 14 -11 -12 12 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00049216295722161435 0.0010509741794050443 -0.010566162734904063 -0.02906589528974178 0.067186919699234945 -0.011386226182061178 -0.01029488215701096 -0.042703446696066322 -0.010585841885311113 -0.039543620071346777 -0.0047352878404825606 -0.0020008936111840007 -0.007509286732591762 0.010476006097797034 -0.034852498038084448 0.0098377070499650818 0.033584539515374927 0.10725783028912239 0.026180864962735445 0.043339297173448948 0.027847933345896653 0.050580019405980531 -0.00046696052521084621 0.02295137859201575 -0.029413542518249066 -0.011653356526886923 0.10333810074407948 0.0096127229374747721 -0.034852185859326985 0.0037385972426866327 -0.00057906479253883589
leaf_count=222166 795 257 253 90 6514 2186 192 5478 97 21047 18501 2436 1877 147 874 290 37 97 104 189 33 1154 1739 379 1633 54 177 21 17890 55224
internal_value=0 0.00610865 -0.109668 0.286429 -0.140495 -0.0187978 0.00306787 -0.0529702 -0.160871 -0.0347045 0.00303742 0.0961197 -0.00418524 0.15604 0.106211 0.0196292 0.303008 0.208423 -0.057002 0.0659751 -0.319397 0.223926 0.330925 -0.312913 -0.104917 0.265315 0.691489 1.61408 0.00455942 0.00987601
internal_count=361931 232294 10128 565 9563 129637 75492 54145 6449 47696 26649 8148 4460 2024 971 3049 907 870 580 475 286 3688 2534 476 2142 509 252 75 75300 73114
shrinkage=0.05


Tree=5014
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1229 648 704 813 1443 650 566 580 645 973 553 518 416 1046 1443 830 86 1317 552 1287 402 294
split_gain=16.011 12.6463 18.5432 20.7853 20.8898 36.3658 22.4973 27.9611 29.0689 19.9776 20.3622 19.1459 18.7916 18.2859 17.5123 17.1246 16.7996 18.0703 16.7664 16.4567 17.8671 16.5447 16.3688 18.9856 19.1348 18.8555 19.0075 18.307 16.2983 16.2082
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 2.1641256470006294 1.593744732512876 1.6923072129381651 2.1059719136688364 1.0000000180025095e-35 1.0999280683389623 -0.3520936843062038 -0.70113916377037711 1.0794040238867422 0.90571909922259353 1.7490811357031759 1.593744732512876 0.90765045146119727 1.4051290313271714 1.4042709669772029 -0.094909295250136097 -0.49798711729611411 2.9541164636104842 0.16985015458546293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 6 22 11 -8 9 10 -9 -4 28 16 -5 -12 17 29 -10 20 -15 -22 23 24 25 26 -6 -25 -7 -2
right_child=1 -3 3 14 5 12 7 8 18 -11 15 -13 -14 19 -16 -17 -18 -19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=4.1680518962988171e-05 6.8453652622732809e-05 3.7002142928761893e-05 -4.9850918627220176e-05 -6.8332745898101025e-05 8.3949905824467293e-05 0.00028190704007982105 -8.7599392639015511e-05 -0.00026344071332678353 0.00066196765389197406 0.00023069207665515933 -2.9964127020767192e-05 0.00010610377604422457 -9.9270399105625139e-05 2.1470427946255614e-05 0.00010368578282334427 8.8244583943698765e-05 9.6497377784028027e-05 -5.6514269831549094e-05 0.00019541217617802129 0.0003971165561023239 0.00043928915581189251 -0.00079123220572376691 -0.00014064009476171354 -0.00028747742295844508 -0.00035712845390150109 0.00032768710485277702 -0.00012245508186383035 0.00020244633768404241 -0.00063898162322398679 -8.129885108618519e-05
leaf_count=29559 15424 21518 94773 82198 4446 4134 11003 2150 430 2316 13658 3837 840 4478 3066 13094 7761 24809 1435 857 821 69 3931 460 906 809 4424 3676 85 4964
internal_value=0 -0.0127232 -0.0170784 -0.0267307 -0.0123154 0.0497197 -0.0237313 0.021771 0.0550286 0.0355332 0.0170526 -0.0435773 0.211553 0.019191 -0.0611972 0.0314391 0.00519457 -0.0129205 0.311088 0.136538 0.0848812 0.369997 0.000704965 0.0329736 -0.0195526 0.00781977 -0.0229268 0.158686 0.26792 0.0355914
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 31218 28902 98610 5059 59183 85264 26752 52958 45197 1865 6225 5368 890 18652 14721 10585 9679 8870 4136 4219 20388
shrinkage=0.000980392


Tree=5015
num_leaves=31
num_cat=0
split_feature=21 484 945 420 626 344 84 696 365 148 218 1106 178 1318 144 707 353 623 960 214 1327 1246 1071 1043 1258 78 841 1063 73 1273
split_gain=8.62033 9.18268 16.2829 13.9481 14.9862 16.5682 12.9792 14.4602 12.9749 13.721 13.6129 17.2736 19.4173 15.5355 17.9624 14.8647 20.3846 18.5366 16.7531 15.8931 18.4666 15.4239 16.4796 16.1783 14.8835 15.4361 14.8442 14.7922 13.7872 13.485
threshold=-3.2545899522946695 0.86097350900685499 1.9181452473571214 -0.95222166777472594 0.10352934463802065 -0.303605426308375 -1.5941159994560015 -0.94215296386270964 -0.5125460053515426 0.9853805982344005 -0.34248566835196853 0.48093469744147427 0.50969887606661046 1.3857611950602295 1.6003834918131201 0.10055526048853304 0.68462360388547061 -1.4611435845471894 0.21723412070174891 0.64147243712213575 0.12997751971539581 1.0670065391734203 2.2154073666107625 -1.3660566162460162 0.44699491113537931 0.2076522355623481 -1.7304675378224281 1.3844244604635485 -0.026599706715776959 -0.99637159075217219
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 6 -6 -4 -8 9 -3 -10 27 13 15 -15 16 19 -17 24 20 26 23 -23 -19 25 28 -13 -12 -18 -25
right_child=1 2 3 -5 5 -7 7 -9 10 -11 11 12 -14 14 -16 17 18 21 -20 -21 -22 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.012846471270121645 0.00011826978583109269 0.0029970806658329036 0.061974106294990866 -0.015161625692809528 -0.01537299528511531 0.077857342633822449 0.042252305333597646 -0.029424243935913454 -0.0061982799371803204 -0.0059764333293250869 -0.0023201459539541093 0.12045436612462224 -0.019103970560963843 -0.01876896491524362 0.063666691433732922 -0.049009251349688587 0.020649991278507952 -0.045666691103253443 -0.013970108283618872 -0.028701274379778863 -0.012849661791950373 -0.013270986132850063 0.080232516753780805 -0.0040437283458818465 0.066318331631385466 0.053469417595134794 0.0086634309089302624 -0.020186422658854702 -0.040811458610384072 0.023122112157397734
leaf_count=716 300609 15441 38 2702 57 86 80 323 13283 3429 17015 20 605 617 42 115 135 84 158 345 897 444 22 298 104 101 1079 898 84 2104
internal_value=0 -0.00265602 -0.0317739 -0.222423 0.181558 0.895396 -0.113218 -0.303576 -0.0225282 0.0300081 -0.0505603 -0.0182798 0.08061 0.114886 -0.259415 0.151297 0.0307571 0.270002 0.405955 -0.0746474 0.00444259 0.298329 -0.132653 0.368252 0.622189 0.37623 0.207779 -0.0620559 0.0265703 0.396918
internal_count=361931 361215 60606 3286 584 143 441 403 57320 18870 38450 25167 7254 6649 659 5990 2923 3067 582 2341 1996 2952 466 2486 424 320 1099 17913 219 2402
shrinkage=0.05


Tree=5016
num_leaves=31
num_cat=0
split_feature=785 519 713 930 938 803 666 609 678 848 848 1028 784 689 804 427 1317 777 684 773 876 959 565 842 914 1252 76 1260 583 592
split_gain=18.4633 14.8762 18.0564 24.1733 22.4542 23.4644 30.0505 34.4102 23.5579 21.6692 21.466 21.0708 20.2785 22.6015 21.0478 20.1926 19.6363 18.8437 18.7424 18.4883 18.2498 21.3609 18.0583 17.9607 17.8239 17.9885 17.7494 17.6534 17.2722 21.8014
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 3.5086024243106082 -0.014926871543044078 1.0000000180025095e-35 -0.90362276233551631 -1.1110989058077336 3.1505034249623955 -1.9106800697384723 -0.7311689883089123 -0.79402034679008671 1.7787022169090634 -0.78180233478337235 1.0000000180025095e-35 -0.37718676718711608 1.1604233505739945 -0.75742693342923417 0.77002658577057692 2.3260735528109335 1.3201517311668505 0.62419724930009723 -0.55326332990463356 0.52594476433896498
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 8 -7 -8 10 -5 12 17 13 -4 16 -10 -14 -2 19 -16 -6 -22 23 -11 -18 27 -15 -26 -3 -30
right_child=1 28 4 9 20 6 7 -9 15 22 -12 -13 14 26 18 -17 24 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=4.3639886965412345e-05 0.00018504647711293002 -5.5589552146908672e-05 0.00026908451469877801 -3.3354101380387646e-05 -3.8443761358608054e-05 -7.640830473255785e-06 0.00031383335499732284 -0.00047567175602590908 -0.0006038050381011247 -0.00016031382343848386 -9.2324454714052428e-05 0.00014081744395653671 3.4803216709542386e-05 5.0670334042609994e-05 -0.00086125854133094681 1.6532494078350234e-05 -6.0604839903937847e-05 -3.3021029208423584e-05 -0.00057513047662117913 0.00041380135735281394 -0.00020744695715506128 -5.7360464096281783e-05 0.0012397971215680186 0.00065199231624522977 -0.00035180934687617234 0.00077917912938748322 -0.00022891347176243142 0.00019655904132525082 0.00010341518358435227 -0.00016940259823865217
leaf_count=29559 2471 6154 2281 30444 57575 5469 3047 261 455 302 39177 10344 12272 11065 60 57845 32393 12022 123 838 13566 13554 89 232 2718 90 1722 439 13721 1643
internal_value=0 -0.0147167 -0.0194336 0.0177313 -0.0285825 -0.0138251 0.0964537 0.255418 -0.0208818 -0.0250305 -0.0446659 0.0716193 -0.0189528 0.0600688 -0.0420744 0.0140698 -0.0503415 0.00857913 0.254438 0.350116 -0.0642878 -0.122689 0.387038 0.222271 -0.0777257 -0.254634 0.0181086 -0.28744 0.0399542 0.0789559
internal_count=361931 332372 310854 55904 254950 170255 8777 3308 161478 31067 103178 24837 64001 15068 48933 58300 47912 14493 1021 898 84695 27120 623 534 35640 3247 12787 3157 21518 15364
shrinkage=0.000980392


Tree=5017
num_leaves=31
num_cat=0
split_feature=1097 407 1470 1089 705 665 666 706 557 567 1444 1445 1384 835 118 50 194 699 776 597 1216 1436 1462 1469 278 354 1326 78 211 791
split_gain=17.066 19.9712 19.8482 17.4079 26.7289 23.0738 21.709 21.6317 21.165 22.0365 21.0264 20.8867 20.3755 18.506 19.3431 18.3072 25.9633 19.7624 19.9921 18.92 19.7353 18.7402 18.3239 17.993 17.8334 18.1454 17.8671 18.1234 17.6159 17.425
threshold=-0.64966988391888181 -1.2965003005540392 -1.1535394197080833 1.0000000180025095e-35 0.99715813669032338 0.85652824257920523 1.0000000180025095e-35 2.0258146145105322 -0.59799371632478204 0.87786821688904715 1.4869556111282132 1.0569698594133861 0.29490522494815347 -0.56164012070619707 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4873233873111167 -0.40821540222822916 1.0000000180025095e-35 2.3855481443271001 1.0000000180025095e-35 1.1061400540281336 -1.1256941366283033 -0.039481533352290703 1.4174898420279773 -0.94889779311458644 -1.2842020386481579 0.31480957294645978 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 29 10 15 12 13 -7 23 -8 -10 -15 16 -5 -17 -19 20 24 22 -21 -6 26 -26 -18 -28 -23 -3
right_child=1 3 -4 7 11 6 8 -9 9 -11 -12 -13 -14 14 -16 17 19 18 -20 21 -22 28 -24 -25 25 -27 27 -29 -30 -31
leaf_value=5.3931230223462835e-05 -6.1232083837186229e-05 -0.00010231984976051389 -4.7727638195339287e-05 -6.7375045668943939e-05 0.00031011001524466414 -3.7054357361179434e-05 1.8282264817045156e-05 0.00021306482751852897 4.4981977295854291e-05 -8.2280026250859632e-05 -0.00051633501902671893 -0.00014812069115355923 -0.00054582732687713238 0.00043405017010223618 9.2378494980971442e-05 4.8816411783314127e-05 -0.00024916892397388592 6.620768384534458e-05 -0.00023850290228599118 -0.00014325910714880195 -0.00040387637794364205 7.6230359430672881e-05 0.00019228599269920213 6.4150606134943643e-05 0.00013203862375989081 0.00053714231604945137 0.00062731123156057949 3.8874197741671427e-05 -0.00011906288281225341 1.2126681257670651e-06
leaf_count=12067 31349 29700 108647 33311 1505 3738 1223 2950 1788 1405 758 2243 523 2023 1261 64940 1063 1721 2308 7103 544 8309 813 9004 6833 514 227 9390 2698 11973
internal_value=0 -9.47114e-06 -0.0365032 0.00698947 -0.0235835 -0.0467699 0.0358837 0.020847 0.100483 0.153866 -0.0965964 0.06637 -0.13203 0.220692 0.318482 0.016953 -0.010671 0.0408574 -0.107952 0.0241032 0.0730331 -0.0239712 -0.108404 0.102943 0.0832415 0.164148 0.0267818 0.0544408 0.0307361 -0.0741683
internal_count=361931 241217 120714 209868 67144 54392 12719 142724 8223 6477 4496 12752 1746 5072 3284 139774 70805 68969 4029 37494 18571 18923 7916 10509 18027 7347 10680 9617 11007 41673
shrinkage=0.000980392


Tree=5018
num_leaves=31
num_cat=0
split_feature=785 519 728 941 678 332 1436 12 1223 1185 1065 965 1463 1459 1451 261 595 1205 1459 1450 139 1451 1464 1452 1457 1465 1456 1467 708 335
split_gain=14.4341 14.0776 16.843 20.0472 20.129 20.1886 22.8881 20.4144 19.2346 19.1366 18.4556 18.1986 18.1508 20.5868 23.3485 28.8207 24.2759 23.3585 20.6859 22.1929 20.5258 21.1517 24.6449 28.1985 21.1461 19.6048 19.5872 20.8729 19.9208 19.326
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 4.1807005710369394 0.34708990927187483 1.0000000180025095e-35 0.60428344764309971 -0.58399151183051878 1.0000000180025095e-35 -0.35114944622117611 1.0518754624258557 0.10980254379742337 1.5896008821182519 -0.29335017616020637 -0.27873446184249567 0.46203417191402862 1.0000000180025095e-35 1.0000000180025095e-35 0.027245158437713041 1.9280150050707487 1.6806648588138215 -0.41756096241435203 -0.23713253973767043 -0.61337927203742115 1.4496650373183211 2.1301194935230918 4.6113534419114268 4.0242090356330973 0.17095078045365231 0.76876521511279583
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 12 6 8 -7 -6 -10 -9 -2 13 -4 18 17 -17 26 20 29 21 24 23 -23 -15 -21 27 28 -16 -20
right_child=1 -3 3 -5 5 7 -8 10 9 -11 -12 -13 -14 14 15 16 -18 -19 19 25 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.8764087239307849e-05 5.3097512912383468e-05 3.953563179361766e-05 -8.2575075125142396e-05 0.00033354546675990718 -0.00013324437146662653 -5.8325695838292058e-05 7.2413541117836289e-05 7.5244654731132998e-05 -0.00012227782262977987 3.8026787503747202e-05 -8.1369516861338518e-05 -2.6419918225566328e-05 5.0021456967315951e-05 9.0222837525199344e-05 0.0001171387691117585 -5.5548290041532347e-05 -0.00040646024234837616 -5.508483135579029e-05 -0.00010340324368817638 0.0002817889731106868 -0.0003739246588204636 -0.00069440359604015756 -0.00052156348839879911 0.00012996471141897721 -0.00049915619940702448 -0.00065275702461108857 -0.00058139456013095914 0.00079909153220174538 -6.4606643061751782e-05 -0.00029642736910779846
leaf_count=29559 31913 21518 74569 738 19406 9538 7205 26393 6381 10363 3370 27270 10492 10794 19345 8140 1693 11209 16671 1009 1079 377 993 1498 432 175 230 160 4904 4507
internal_value=0 -0.0128908 -0.0174836 -0.0266792 -0.0279841 0.000210969 -0.0398375 0.0322009 -0.0686046 -0.0174322 0.0576147 0.0170619 -0.0450938 -0.052366 -0.0256005 0.0119215 -0.102988 0.0461623 -0.07303 -0.121712 0.00029732 0.0235548 -0.179404 -0.0112105 0.0713748 0.183768 0.086604 0.093729 0.0865004 -0.142572
internal_count=361931 332372 310854 251671 250933 82656 43355 39301 36150 16744 29763 59183 168277 157785 83216 45681 9833 35848 37535 22362 15173 14094 2868 1875 11226 1184 24639 24409 24249 21178
shrinkage=0.000980392


Tree=5019
num_leaves=31
num_cat=0
split_feature=1097 407 1457 1102 1108 1463 1467 408 728 850 846 689 260 359 150 1139 1322 1315 829 353 1322 1450 51 795 854 797 613 485 1103 885
split_gain=16.3443 19.8548 18.9565 18.7999 17.1689 17.1322 21.5907 17.2462 22.7573 19.3993 19.0737 18.045 16.917 18.1987 20.8207 19.1523 17.4486 17.616 17.727 16.7472 20.5608 16.5923 16.3981 17.3184 22.785 60.5609 23.9902 20.7161 20.5476 21.8477
threshold=-0.64966988391888181 -1.2965003005540392 1.2916200332612386 1.0000000180025095e-35 2.9640896061354947 1.5896008821182519 4.5114904631235966 -0.34083657021421804 -0.90320472132347296 -0.71655674043578599 0.29736867676700723 -1.1110989058077336 1.0000000180025095e-35 0.18240918603900105 0.26839311349454653 2.1651563756981602 0.42878090308475986 0.84291710375876494 -1.3156489481060378 0.036854454253203509 -0.55379309994814141 1.6244443836513758 1.8613588887694643 -0.29258408639884992 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.94578963118733916 1.4870550753895133 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 8 9 -1 11 -10 16 14 15 19 17 18 -9 -14 -21 -15 23 -3 25 -25 28 -28 29 -26
right_child=1 22 -4 4 -6 -7 -8 12 10 -11 -12 -13 13 21 -16 -17 -18 -19 -20 20 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.00023629962946180834 -6.1202823085681658e-05 3.136668693842388e-05 5.241921874541016e-05 1.6242942772068246e-05 0.00067049824428395152 7.1845347877474888e-05 0.00058172654810907697 -0.00064178883536419483 5.7076156703179025e-05 -6.0864981867317166e-05 -0.00026367331205763193 -0.00014272333243940159 -6.5304478771762279e-06 -5.0301781992663757e-05 0.00033741487326982518 -0.00049490225191159052 -0.00018211762413621572 -0.00018022567680414225 2.1668473690496583e-05 -0.00010673745485852962 0.00043940795476331838 -0.00069900435628251958 -0.00011940172978064 -5.7167576292664865e-05 -0.0001072867585516875 0.00027731732868451403 5.5774983178087649e-06 0.00015994154896765969 -0.00017942912645933711 -9.5434134597241553e-06
leaf_count=1591 31349 96853 12217 14858 202 5439 226 272 3500 6216 9333 20850 6422 6936 1974 458 8287 6076 13676 697 1215 269 5902 5922 16082 3953 25115 4898 4583 46560
internal_value=0 -0.000161692 -0.0358758 -0.0477921 0.0257281 -0.064069 -0.0737664 -0.0764602 -0.11644 -0.000738257 -0.151107 -0.114031 -0.04041 0.0225814 0.0958008 0.0381189 -0.0830917 -0.0377802 0.00857028 0.0680287 0.268614 -0.0752181 0.00681409 0.00991601 -0.0096269 0.0887053 -0.0205099 0.0328988 -0.0439416 -0.0328532
internal_count=361931 241217 120714 108497 15060 93437 87998 87772 41490 7807 33683 24350 46282 17971 10766 8792 28311 20024 13948 8334 1912 7205 209868 203966 107113 9875 97238 30013 67225 62642
shrinkage=0.000980392


Tree=5020
num_leaves=31
num_cat=0
split_feature=1442 1456 1467 138 6 705 194 471 934 215 21 761 832 1469 1451 900 831 427 1249 1251 630 822 223 1098 799 103 978 351 1051 1320
split_gain=8.83543 17.3959 16.8524 17.5715 15.6586 15.1234 18.1199 19.4731 18.0074 17.8483 17.6676 16.7516 16.5436 17.4649 17.2598 20.8041 20.2586 17.137 16.9246 16.4206 20.1832 18.8282 18.0653 18.5448 17.4036 16.3998 16.066 18.3982 15.8132 15.6438
threshold=-1.2625182715263061 0.11689593787942389 4.1209713034531967 0.011185647378879829 3.2320297193963041 0.99715813669032338 1.5271592296785539 2.2944869526193208 1.0000000180025095e-35 3.1079992351910231 1.0000000180025095e-35 2.8837462578749089 0.87585516569338628 0.15681970194025444 0.3758385437834118 -1.5125132972377209 0.92340671048574074 -0.64724247929488643 -1.0379961182693029 -0.40408208573553228 1.6346000211122023 1.128204096651634 -0.025190994606418455 0.19381361040592709 0.48608887991290289 1.0000000180025095e-35 1.1141189436737422 -0.86356793952742528 3.5926503781727646 2.429389874101525
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -2 8 -8 9 12 -9 19 14 18 26 -16 -17 -15 -14 20 28 22 -22 -24 -21 -20 29 -28 -10 -7
right_child=5 4 -4 -5 -6 6 7 10 11 -11 -12 -13 13 17 15 16 -18 -19 25 24 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0025689430668293651 -0.00025374421866204336 -0.0056654957960138481 0.018384735067197594 0.001812241357157116 0.040321582243563872 -0.00022006868995492506 0.010330952259512671 0.025666417791218123 -0.0018830381407437529 0.044511008725551637 -0.024815415633467657 0.024299386457492442 0.012781851433846648 0.022878293262145744 -0.024728776874056682 0.0054020164453615349 0.031705744315203108 -0.010249498124918766 -0.040155091402842624 0.0040823052205911413 0.034052122277421999 -0.024673993802668433 -0.0089958850531159842 0.056811238485787813 0.018282098205913342 -0.012780849209611967 -0.048653759654985432 -0.0089367389357535142 0.069345194664630655 -0.036092925121501411
leaf_count=36599 232103 17464 550 26387 122 9368 4447 101 11495 81 326 438 220 376 348 2419 404 668 653 12285 480 161 317 50 1188 777 210 1649 31 214
internal_value=0 -0.0273468 -0.00838944 -0.013145 -0.105773 0.00310792 0.0391617 0.163052 0.0237375 -0.0356651 -0.2627 0.0596868 -0.0417286 -0.223518 -0.0129163 0.134386 0.1881 0.0222294 -0.387986 0.0522067 -0.00588179 0.293269 0.408933 0.0408894 0.106961 -0.489567 -0.0558936 -0.251639 -0.0328142 -0.0170061
internal_count=361931 81122 63536 62986 17586 280809 48706 4874 43832 17387 427 26445 17306 2694 14612 3171 2823 1044 1650 26007 12534 1008 847 367 13473 1430 11441 1859 11526 9582
shrinkage=0.05


Tree=5021
num_leaves=31
num_cat=0
split_feature=785 1027 845 585 1452 119 470 1304 694 415 13 976 700 351 908 418 6 153 639 572 563 1465 554 282 1 428 155 568 291 230
split_gain=8.81691 9.95877 11.947 11.8705 11.9188 11.966 23.2866 13.9244 12.1337 12.56 14.1936 11.9504 11.8528 12.1388 12.4687 13.7535 12.8683 11.8157 11.6851 12.1684 11.5602 11.547 12.0838 11.9826 13.8549 12.4148 11.425 15.396 14.3214 12.5084
threshold=-0.86283290253235112 1.0000000180025095e-35 1.5634775220986039 1.0000000180025095e-35 1.434259801303694 1.0000000180025095e-35 1.0000000180025095e-35 0.26328344503472478 -0.94754484747768297 0.87042880284058732 0.27683547606959696 -1.2367934913579079 -1.3771987191732467 -0.71123107300316157 1.5882829466390731 0.71109097412882061 -0.86602320939710153 1.0584544222061267 -0.76266883013026254 -0.57621529010082451 2.1097938158764733 1.329319772130942 0.13139726370958199 -0.029259554695977203 -0.019013881811735672 -0.57815030994099614 -0.39007034219230979 1.4841250333250979 0.63290672772372203 0.69623288714530085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5 10 -10 -7 -9 18 15 17 -17 -15 -14 -20 -13 22 -6 25 -25 -24 27 -3 29 -28
right_child=-2 26 -4 4 21 11 -8 12 9 -11 -12 20 13 14 -16 16 -18 -19 19 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.0052812176633054014 -0.00030865322543321695 0.0011219878181922044 0.012495478873917394 -0.04110367461576378 -0.043113225569936547 -0.026969260467571317 0.003763799977662346 0.044477177788460248 0.00016596965720214814 -0.041483196406726396 0.040427152976103928 0.0043686523157201408 0.020017966603850818 -0.014611225375859575 0.036777822021667871 0.073458015558345885 -0.0019089773777490862 -0.043876324695953962 -0.068592312412584275 -0.024713402253070671 0.032893809734158612 0.015764032442316941 -0.03655357513131912 -0.0019675501590670557 -0.086572911543623066 0.030900991850195982 -0.0070503723508367633 0.02967334224455925 0.0053109957566604051 -0.032358227925904023
leaf_count=9026 332372 3164 1554 92 226 145 2733 30 319 82 151 4821 40 689 49 28 175 219 140 180 176 126 52 57 43 112 3357 250 1194 329
internal_value=0 0.0349539 0.0603408 0.0452736 -0.00548828 0.012932 -0.0651688 -0.233192 0.0571815 0.17146 0.288857 0.0900931 -0.339924 -0.369269 -0.264083 -0.314325 0.195519 -0.428444 -0.728923 -0.871434 0.1091 -0.312936 -0.467439 -0.146903 -0.76218 0.222649 -0.0334444 0.0672528 -0.106527 -0.181357
internal_count=361931 29559 21265 19711 10685 10069 4927 2194 644 552 470 5142 1550 1520 1160 1111 203 908 360 320 4997 616 490 264 100 164 8294 3414 4880 3686
shrinkage=0.05


Tree=5022
num_leaves=31
num_cat=0
split_feature=1430 1298 1084 87 429 400 560 1110 1176 710 1444 490 562 3 1006 11 160 1450 20 624 695 1174 140 351 1163 1181 1023 623 1469 912
split_gain=8.82119 15.7936 15.9779 18.9097 20.7315 18.0211 17.4272 17.4566 20.6576 17.6605 16.863 15.915 15.5921 15.9974 17.7561 17.0852 17.0823 15.1969 15.3026 15.0912 15.0329 15.0009 16.9893 14.9204 14.7195 16.9204 14.7054 16.9135 16.9826 16.8459
threshold=0.54622893720785959 1.0000000180025095e-35 1.0000000180025095e-35 -0.1853256869624503 -1.8658091790163149 3.3942495692475689 0.69938096432954089 0.081911760941395323 2.3858497325480861 -0.97307304047384635 1.0487318818042339 -1.093010515343636 0.23757024321283948 1.3874052358878377 1.0000000180025095e-35 -1.6112820376147365 -0.7058329940137843 1.2306461441871532 1.7165170255935591 2.5606812916499919 1.4353435807765345 -0.62679278858821819 0.48479128617531597 -0.64873389699320716 1.0000000180025095e-35 1.1970704256371147 0.36003600613833892 0.93426308304593919 -1.3263328046252252 1.7396490052858136
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 23 10 9 17 -8 -1 -12 20 14 24 -16 -17 -9 -19 -13 -11 -7 -23 -6 25 -14 27 29 -29 -3
right_child=-2 26 3 -5 5 21 7 8 -10 12 11 19 13 -15 15 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00096012280951812158 0.00086833913498717919 -0.0015152123182030726 -0.021390590042136635 -0.0066478474657246586 -0.0057135018999351986 -0.04032157453807253 -0.025710320003794765 -0.0059068958189987817 0.05259236665472166 0.0063123362936913915 0.016899979860032607 -0.014067411048644566 0.011425748271335327 0.046544239857026271 0.11057303961034148 -0.024907339839932277 0.032269780031442985 0.020919948925005958 -0.072722598533868518 0.081187820972835001 -0.013989476345302254 0.030457454839130788 0.1302340632194034 0.0010537589988066922 -0.0114780474835299 0.096493650752904489 0.0019072906941836878 -0.024722276318102823 0.0032704706893597331 0.0077034511458529287
leaf_count=53514 85047 87921 1152 23473 8994 34 263 4457 87 6320 419 4141 306 190 31 113 484 412 34 26 535 109 28 18989 543 23 44181 245 17035 2825
internal_value=0 -0.00942997 -0.0323262 -0.0703346 -0.0264735 -0.0137151 -0.00927376 0.0649662 -0.0503043 0.126202 -0.0299538 -0.20662 0.143277 0.347023 0.256658 0.568789 0.472108 -0.0721496 0.320634 -0.263998 0.0946305 0.829415 1.19348 -0.019162 0.0400036 0.392318 0.00550019 -0.0106074 0.0557298 -0.024223
internal_count=361931 276884 124677 52779 29306 28154 71898 13798 4990 8808 58100 4586 8545 1690 1500 628 597 4903 446 4167 6855 171 137 27983 872 329 152207 108026 17280 90746
shrinkage=0.05


Tree=5023
num_leaves=31
num_cat=0
split_feature=890 407 1235 795 758 706 588 920 564 695 1428 208 854 797 784 859 1364 718 708 1314 652 781 1361 427 289 633 513 593 1061 1004
split_gain=15.7512 19.758 19.3112 19.7054 21.4849 23.0462 20.9423 17.9099 19.9163 17.468 17.2251 18.0878 17.0789 49.1716 20.7435 20.5683 21.4917 17.6187 16.8226 22.5616 16.7437 17.2873 16.9681 16.6514 16.9244 16.9571 16.6145 19.7051 16.6036 16.9069
threshold=-1.0182342416987082 -1.2965003005540392 -1.24934742919911 -0.29258408639884992 -0.1354147541679151 1.6846785363603172 2.250834115212506 -0.83967173534858641 -0.4811775615237513 2.737480222402255 1.8149162610659533 2.168146901197614 -0.87473648844905705 0.63961785378869596 0.9594655836162902 -0.54135187694831066 2.6312099436705174 -0.49030554980422836 1.0895174987646328 -0.93320259971544439 -0.98896428961744431 1.0000000180025095e-35 1.0000000180025095e-35 -0.51777360960278751 0.82600352063012439 0.92717394480170978 0.5265745529457686 -0.58017643881618097 -0.87357009987099121 0.59444477453878863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 23 7 8 -4 -8 11 12 13 26 -14 16 17 -16 -17 -20 22 -22 -9 -6 -25 -26 28 -28 29 -5
right_child=1 2 3 10 5 -7 9 20 -10 -11 -12 -13 14 -15 15 18 -18 -19 19 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-3.9511618758847363e-05 -5.8658385137062988e-05 -6.681869473519702e-05 -7.8011079712273155e-05 -4.0699658570945544e-05 -0.00010716529636797069 0.00014329166589393484 0.00023750403362190564 3.0133770886972591e-05 0.00026795677405257916 -0.00090700066232654174 -0.00012583217317684226 -0.00018319388926505111 -2.5412725714548798e-05 0.00026133627178614408 -2.1434967725421697e-05 -2.7096412382133967e-05 -0.00051279586417923406 0.00022836304005527643 -0.00064135857693855798 0.0003078401493594201 4.9151671241289844e-05 -5.0374488820642928e-05 0.00023996411925223787 3.1087885913799577e-05 -4.081060314037135e-05 -0.00034830156082472582 -0.00031648796760379527 0.00028633361478081615 -0.000166295232672459 0.00069519607027365368
leaf_count=96477 36838 22083 1010 432 9867 4733 3449 3737 3131 57 6562 3093 72735 3817 1886 11197 220 4756 154 1243 28618 11845 3244 20496 3601 1187 302 1047 3937 177
internal_value=0 -0.00215306 0.0047427 0.010713 0.0345171 -0.00642556 0.0624017 0.0507026 0.187911 0.222307 -0.00947156 -0.00294271 0.0017321 0.0874794 -0.00797602 0.0547454 0.148111 0.169493 0.00101302 0.226641 0.0381893 0.0202621 0.135891 -0.0262362 0.00346761 -0.117091 -0.0441096 0.157551 -0.112607 0.211752
internal_count=361931 265454 228616 206533 94975 39884 55091 51585 4141 3506 111558 104996 101903 9712 92191 19456 6862 6642 12594 1397 47444 40463 6981 35151 25284 4788 5895 1349 4546 609
shrinkage=0.000980392


Tree=5024
num_leaves=31
num_cat=0
split_feature=1440 14 138 223 1053 1109 1395 1382 1107 843 1154 291 208 1089 409 391 707 626 978 1119 525 282 74 89 906 1065 773 910 482 625
split_gain=8.73995 10.9915 17.3808 12.4954 11.2582 13.5833 15.6624 15.5687 15.1058 14.736 15.4176 19.1543 18.3202 17.5182 19.1344 18.3953 16.7524 19.4011 16.5715 16.3241 16.1119 16.4289 16.2667 18.483 15.8678 15.689 15.6786 15.5709 15.4005 15.2915
threshold=1.0000000180025095e-35 -1.5401863390364314 -1.720371160919022 2.55335795470838 -1.0685234538410433 -1.2598134146648829 1.5148862920319 -0.46454377703174604 -0.59967613603121406 2.0432904141844479 1.0000000180025095e-35 2.1289453052913259 2.4598392935628586 1.3034552812289562 0.54060196115873249 1.0000000180025095e-35 -0.78802612748024237 -0.38090449903282969 0.088509162168723135 0.2853779254176716 0.48591762417222256 -1.0917694320749041 -0.26140367514936785 0.3923758033119274 0.89891896435610763 0.53317830391623378 -1.5730033589310646 0.48326663878942527 -0.43868368785666872 -0.26421272100452903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 7 -6 -7 10 13 12 18 16 15 -15 17 -10 19 29 22 27 -20 -24 -13 28 -21 -22 -25 -12
right_child=1 4 3 -5 5 8 -8 -9 9 -11 11 24 -14 14 -16 -17 -18 -19 20 26 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=9.080080928138744e-05 0.02285947212543471 -0.015511862496059415 -0.022539641070112137 0.054543652654843372 -0.00062105723854087374 -0.0061611953810018372 -0.035651929180256753 0.01840824475876994 -0.030937010167238422 0.01589231275325282 0.0021465498237588543 0.042370388865290175 -0.0267334815236074 0.0028398608995764685 -0.040470071177232093 0.033256816574973536 -0.0037663187114624595 -0.0061433398130446891 -0.0096629776939890152 0.049259931750235013 -0.0064600291817979221 -0.019980560145289674 -0.0009474110860488151 -0.0019597866443891577 -0.044799083613069834 -0.0082697968794051939 -0.0037309493069015314 0.088203458907343435 0.042226642194065626 0.013974519039635895
leaf_count=313467 182 1077 1582 47 1770 12142 216 1536 1075 752 3105 216 450 980 175 369 9627 1263 1632 95 76 1091 1651 139 43 194 3178 36 407 3358
internal_value=0 -0.0357311 -0.273311 -0.398906 -0.0290952 -0.023191 0.144386 0.184901 -0.035393 -0.00761754 -0.017242 0.031004 0.0194164 -0.08718 0.147849 0.221594 -0.12714 -0.329947 0.0318762 0.0924461 -0.0735433 -0.314631 -0.0029751 0.113716 0.642334 0.420519 -0.0472511 0.586937 0.615852 0.163341
internal_count=361931 48464 1811 1629 46653 45576 3522 3306 42054 29912 29160 15671 15412 13489 1524 1349 11965 2338 14962 9736 5226 1203 4023 2391 259 740 3273 112 546 6463
shrinkage=0.05


Tree=5025
num_leaves=31
num_cat=0
split_feature=43 1442 1456 936 718 816 754 566 854 797 153 1253 487 762 1450 1450 1451 1457 1462 1450 843 1453 1458 1465 1458 1454 911 831 1457 1124
split_gain=14.6186 14.5264 20.0584 16.6312 24.5379 23.6921 20.5242 19.7221 20.3058 19.7918 19.4965 19.6167 18.452 21.2497 17.181 23.5772 30.5123 24.1913 24.1005 20.8417 20.1095 18.9261 34.0038 30.999 26.4161 21.0721 18.8793 19.0391 18.6812 19.8806
threshold=1.0000000180025095e-35 -1.2625182715263061 0.16399789351703506 0.30310323293594316 1.0159173274103563 -0.92870374882376117 2.7568525871935359 2.1059719136688364 -0.87473648844905705 0.63961785378869596 -0.35419247731125836 -0.91776866899766862 -0.31020893618715223 1.2275016515489148 0.88343564287383192 1.5329759659609314 1.1977780985919335 -0.60992921648640486 1.3931481072948251 0.2851047416766056 -1.504334404116644 0.23588741000983263 -0.35469831262776269 -0.24758448501956196 0.07165096648870159 -0.63228822985738853 -0.78372711867748623 2.1004357191690395 3.9189526428767678 0.72622376716534265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 -3 14 8 9 -5 -8 -12 13 -6 19 16 17 -16 26 28 -21 25 -23 24 -24 -22 -18 -28 -7 -30
right_child=-2 3 -4 4 12 6 10 -9 -10 -11 11 -13 -14 -15 15 -17 18 -19 -20 20 21 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-1.4676699572987079e-05 -4.1616085056860077e-05 -6.00016147520704e-05 -0.00012846535104352489 -8.2468053768804596e-07 0.00010826119031366278 3.1758051866929679e-05 5.5423696900082328e-05 0.00014528050839168933 -6.7274869144346683e-05 0.00031614580955835047 0.00022427189594151115 -0.00040305451715748846 -1.947996773654085e-05 0.00050441833903239609 0.00041737194101564929 1.9209954328553318e-05 0.0005473495172027801 0.0001456772042590342 0.00031757543505273164 -0.00044749907526834789 -0.00021735779204794643 -0.00034348034073771263 0.00054209333524561567 -0.00027283658278665453 -8.8134653178812626e-05 5.251112085100373e-05 -0.00047943022897428179 0.00077649465087289049 0.00068784117507313927 -0.00039879214877876874
leaf_count=49129 74777 19367 13271 3908 4062 97993 1720 2315 52362 1126 392 2249 5279 673 2195 8763 112 4431 399 763 1808 2243 619 878 551 9225 832 55 343 91
internal_value=0 -0.00208248 -0.0372579 0.00577318 -0.0248006 0.0184316 0.0282214 -0.0440491 -0.0537519 0.0819278 -0.153716 -0.306699 0.0765143 0.171814 0.0323898 0.0971669 0.182884 0.245177 -0.107904 0.0223648 -0.0521564 -0.0367319 -0.15939 0.0394886 0.261904 0.0129423 -0.295701 -0.402439 0.0345716 0.470176
internal_count=361931 287154 62400 224754 69725 155029 135662 59711 57396 5034 4361 2641 10014 4735 131301 16787 8024 6626 1398 114514 16087 15324 4291 2048 1170 11033 999 887 98427 434
shrinkage=0.000980392


Tree=5026
num_leaves=31
num_cat=0
split_feature=470 602 670 1467 332 951 348 485 1243 1467 1453 856 1318 1188 899 429 1197 126 144 503 15 428 1467 1115 784 1306 1036 345 1467 1467
split_gain=8.66982 16.4385 15.1798 18.0556 18.0214 16.615 19.4331 15.754 15.6228 19.156 15.6116 15.5531 17.8046 15.4385 15.4192 15.2091 17.8123 19.2865 15.2035 15.0391 14.6063 14.5508 14.3919 14.2629 14.2579 16.6813 14.2146 15.6383 13.8671 23.8591
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4788072840855835 1.0000000180025095e-35 0.4454315257619969 0.29347049747712078 -1.2287756099797595 -0.38381723866550083 2.3301550101663415 0.95496318747388242 1.4211049687363173 -0.37751581120742261 1.5148762505524462 -0.24597340030443446 2.0466631001707571 0.22462025654885495 1.0000000180025095e-35 -0.86613585135040361 -0.93361756603436674 -1.0821096921326758 -1.35849645476671 1.6792843606275627 1.8028930470693438 0.9594655836162902 1.0000000180025095e-35 -0.76353790587695103 0.97287626177428588 -0.31819417591303473 -0.25198177114056969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 24 6 10 23 9 14 11 -4 20 21 22 -8 17 -17 -12 26 -13 -14 -5 -7 -1 -26 27 -9 -2 -30
right_child=28 -3 5 8 -6 7 15 19 -10 -11 18 12 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00408331247833178 0.001475320006008583 0.00015379434623002697 -0.014852157701454583 0.04232625395252039 0.0060445760444193912 -0.036771596179814132 -0.0028284951391107805 0.0630120778738118 -0.00037782265954593766 0.002309425223135523 -0.023356064283836613 -0.0576398302647185 0.072224199821357069 0.10924210413933964 0.045310010921315813 -0.062128657496363628 -0.01733807432529897 0.086724209585369277 0.0089774056645293161 -0.00084711219009768338 0.049900500043637566 -0.036752982403744798 -0.016399408562756904 0.09382004339031956 0.0044316046676608862 -0.015313198458785149 0.0075807398219297148 -0.061320402974070466 -0.006359680615715721 8.5746926476710775e-06
leaf_count=33281 83378 89908 14900 114 3846 601 6929 155 1783 604 543 58 58 20 398 31 68 83 1372 7003 271 438 225 23 6205 1098 540 24 8572 99402
internal_value=0 -0.0163844 -0.0489909 -0.0205825 -0.0354009 -0.104176 -0.154417 -0.0036737 0.170035 0.360828 -0.225819 -0.269709 0.209129 -0.302264 0.634731 -0.0303605 0.693705 1.30519 0.0296359 0.0204103 0.75169 -0.490177 0.156747 -0.600126 -0.0548419 0.0459228 0.40236 1.00605 0.00746521 -0.00952604
internal_count=361931 170579 80671 47554 44430 33117 24771 8346 3124 1341 17660 15745 845 516 737 7111 182 114 1915 7722 329 496 339 624 40584 7303 719 179 191352 107974
shrinkage=0.05


Tree=5027
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1229 648 704 813 566 650 1443 580 588 575 973 848 355 1179 1452 539 705 550 921 553 1451 1178
split_gain=16.0637 15.1278 20.4423 22.8239 22.6179 38.3918 23.8638 30.9581 31.732 21.1039 21.8625 20.432 20.2715 18.9207 17.8334 17.0724 16.8823 17.5666 16.7969 22.3927 19.4936 18.3463 17.4821 18.4986 17.2227 16.9277 16.881 16.783 16.6863 16.4166
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 2.1641256470006294 2.1059719136688364 1.6923072129381651 1.593744732512876 1.0000000180025095e-35 0.71188872395471614 1.0000000180025095e-35 -0.020548877484075464 3.0923382234878019 -0.16355268752948868 -0.56301713979646473 0.4926003403048807 1.6593606958601528 -1.9708762701722997 0.82007178199848485 1.0525743831388839 -0.70113916377037711 2.2971444350166021 2.8587217167753018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 6 -6 11 -8 9 10 -9 -4 -5 18 -7 29 17 -3 19 22 -20 -21 -2 28 -22 -25 -26 -10 -24 -12
right_child=1 16 3 12 5 14 7 8 27 -11 15 -13 -14 -15 -16 -17 -18 -19 20 21 24 -23 23 25 26 -27 -28 -29 -30 -31
leaf_value=3.9765964503046382e-05 -4.2405069229454088e-06 -6.9923434553225992e-05 -5.3224033752578746e-05 -7.3320610160342156e-05 -3.1382869073207815e-07 0.00026571264721682167 -9.4335335689966557e-05 -0.00027338870843811818 0.0006740593028437199 0.00023573011944155972 -4.2645769274358613e-05 0.00010779078610128123 0.0001117599847729361 0.00013516806786686509 -8.7070792564277586e-05 8.7784262926622381e-05 0.00015505608111238676 6.8125366226430206e-05 2.2982518253626721e-05 -0.00012281006088071412 -0.00029786579983695152 0.00055394653416164659 0.00019133090183561226 -0.00052550217837171872 -3.0006733334371655e-05 0.00044997621471982752 -0.00033086125640652281 0.00020709768140582502 -0.00016518993566350595 0.00052220278645521685
leaf_count=29559 22418 7439 94773 82198 18652 4219 11003 2150 430 2316 13334 3837 3066 6225 840 13094 4398 9681 10991 289 2645 643 5554 345 8170 93 1141 1435 669 324
internal_value=0 -0.0147356 -0.0194929 -0.0296133 -0.0145164 0.0499982 -0.0263786 0.020451 0.0554636 0.0351307 0.016158 -0.0467908 -0.0656694 0.0185604 0.216216 0.0311006 0.0404128 0.00910038 0.00433942 0.0382248 -0.0454105 0.37389 0.026969 0.124384 -0.115544 -0.301673 -0.0698031 0.323191 0.155523 -0.0307891
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 31218 28902 98610 85264 59183 5059 26752 21518 17120 52958 30011 22947 932 29079 6661 11956 438 9311 1865 6223 13658
shrinkage=0.000980392


Tree=5028
num_leaves=31
num_cat=0
split_feature=181 582 505 933 696 495 1254 622 842 830 699 980 494 1169 1246 856 848 192 976 1320 1319 1110 287 1315 350 1460 970 1386 20 981
split_gain=8.7166 12.0782 20.7443 17.058 20.656 16.6255 16.4612 18.7208 17.2557 18.9082 16.1228 16.3157 18.7257 18.4109 19.3543 19.161 17.2952 15.6801 15.201 15.0613 15.0283 14.9374 16.0778 15.1203 14.6603 14.5758 14.4545 15.5954 14.1841 15.2647
threshold=1.0000000180025095e-35 2.1384355827858248 0.62503261066003934 0.68806224955729689 2.0878969833339021 -0.65778290401795914 -0.35231321404021199 1.3420463683832715 0.22361119147349784 -1.2529883688424015 -1.0424153222014507 1.1880659622422385 0.80237670454453036 1.6483035930306678 -0.46692259034560141 0.35427719004364194 0.55270612957896437 -0.43085510457888271 0.4019853907701732 0.37720257600311741 2.5530139745382319 0.12913566510631219 1.2467993265276764 -0.91671909414945996 -0.71716351828313452 0.40135300256177026 0.35434305662669324 -0.87796959393416707 0.29907037268863712 -0.16669574281094071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 21 -7 8 9 -8 18 12 -12 14 16 24 -14 -4 -11 26 -10 22 -3 -24 -16 -9 27 -19 29 -21
right_child=-2 2 17 4 -6 6 7 25 20 10 11 -13 13 -15 15 -17 -18 19 -20 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00034428540008698795 -0.0014234811791282802 0.0090961071871890255 -0.022400105440858527 -0.0077051441804247729 -0.070296445053697351 -0.0085399867918639991 -0.034316473482558181 0.036941330863085646 -0.0074884697102068389 -0.039918891428939694 0.0074670375724713084 -0.020809988694969903 0.063185982506617708 0.12148626928384697 0.075119588653278821 0.070175958435981026 -0.048480284898127446 0.020447493259364066 0.024561183385022552 -0.0041714522768442818 -0.088744458645970192 -0.0027341487964621172 0.085110279009290107 0.022687327879713167 -0.019624506294670861 -0.023089314789136881 0.01319828633278094 -0.026033216854019686 -0.030154759931920419 0.050117947182909565
leaf_count=269864 75166 2254 1136 2577 83 3272 175 271 1634 143 1623 187 146 22 23 36 20 111 59 115 28 1449 55 202 178 60 226 595 76 145
internal_value=0 0.00293324 -0.0555034 -0.0232801 -0.186529 0.0134905 -0.0432486 0.037386 -0.00120227 0.106741 0.149049 0.201381 0.255252 0.647224 0.53958 0.122839 1.05282 -0.249824 -0.426837 -0.0819183 -0.176941 0.13983 0.246668 0.781897 -0.17676 0.532129 -0.226403 -0.382812 0.32672 0.55565
internal_count=361931 286765 16901 14497 2660 11837 7877 4605 4274 2612 2437 2235 2048 425 403 237 166 2404 202 1268 1662 3960 2511 257 201 331 932 706 336 260
shrinkage=0.05


Tree=5029
num_leaves=31
num_cat=0
split_feature=728 322 91 706 869 471 491 779 150 556 1080 73 330 1048 488 923 152 1037 492 902 1189 281 208 1444 293 200 907 20 415 362
split_gain=8.60095 11.9149 12.7593 14.4881 12.0233 11.989 24.2954 17.7766 19.771 17.3339 17.0864 16.3468 16.196 18.7293 18.0779 18.0525 16.963 18.66 16.9466 17.1953 16.4283 20.056 16.1431 17.4219 16.1096 16.0673 16.013 21.1954 18.8458 23.8178
threshold=1.0000000180025095e-35 1.4725277493311824 -1.3692231767408163 0.75195204420276729 1.0000000180025095e-35 -0.93081268283970298 -1.0739989091788384 2.6361890844245219 -0.81478115738931256 1.822620385134381 -0.44846366994746462 1.360160416640982 0.44542865074340127 -1.436116858116794 0.42270687679795216 3.1303524238269524 0.36974086122837829 2.7395181774970458 -1.0051481334113257 -1.1907742448729477 -1.0096337021262032 -0.73267280893970543 0.22742018399418559 1.4869556111282132 0.13312972480549637 1.1543371994524385 0.9853951873465997 -0.1734118449463368 -1.1201397947805756 -0.0038617735281439975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 11 10 -9 -10 25 -2 18 -14 15 16 17 -15 19 -7 21 -20 23 -23 -24 -8 -12 28 29 -28
right_child=1 2 -4 4 -6 12 7 8 9 -11 26 -13 13 14 -16 -17 -18 -19 20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00022993878268879361 0.0036941801357557309 -0.034467554944256212 -0.0068208482582696808 0.14657537705680662 -0.016559275563730436 -0.013344605996397222 0.0012430487126771112 -0.023381678067591661 0.021407842167425056 0.11755577974736096 -0.0095501488655114868 0.031391904053011697 -0.02064697039226418 0.0020317115861187805 -0.0018698028095959556 0.035707968273890243 0.012234340630914243 0.057678794313844033 -0.0088874644744464919 0.0071649442622230197 -0.0030290741840842722 0.018138483253402313 -0.01747963953963113 -0.014564803224973442 0.014947648442417645 -0.021533022948774388 0.10304525686641719 0.013395187589624352 -0.013019289017116792 -0.032027304254214073
leaf_count=252841 4324 50 9578 21 24 914 8234 207 548 33 12981 573 718 8565 5608 286 3341 78 1635 5636 38170 2352 784 382 505 616 39 1382 1460 46
internal_value=0 -0.0221918 -0.126186 1.08329 2.02826 -0.015078 -0.0602535 -0.0902177 0.308481 0.543244 -0.102413 0.131553 0.00252697 0.0605165 0.0723769 0.122989 0.109277 0.0517221 -0.0232205 0.0968105 -0.0420151 0.094219 0.188884 0.291531 -0.0832739 -0.00628672 -0.152517 0.0259019 -0.185769 0.958526
internal_count=361931 109090 9673 95 45 99417 30443 25546 788 581 24758 4897 68974 18596 17878 12270 11984 8643 50378 6550 43828 5658 4023 2734 1289 8850 15908 2927 1545 85
shrinkage=0.05


Tree=5030
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1229 648 704 813 930 1097 912 592 848 565 566 842 1443 588 575 580 910 695 486 553 723 1324
split_gain=16.2989 16.3276 19.1432 21.6538 22.0485 38.0676 23.4361 30.367 31.4683 21.7338 21.7647 20.7642 18.7434 20.856 21.7206 21.3118 18.5875 18.8731 18.4452 18.2101 18.1248 17.8532 19.4254 17.1174 17.0273 19.6683 17.4839 16.7124 16.5938 16.4982
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 2.1641256470006294 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 3.5086024243106082 1.1604233505739945 2.1059719136688364 -0.75742693342923417 1.593744732512876 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.595931724233711 1.0566345176742331 -1.5508527898169744 -0.70113916377037711 -1.0570063487222232 2.0883641899847656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 -6 11 -8 9 10 -9 -4 13 14 -2 -16 24 19 -5 -18 -7 22 -3 -12 25 29 -26 -10 -23 -14
right_child=1 21 3 18 5 20 7 8 27 -11 23 -13 16 -15 15 -17 17 -19 -20 -21 -22 28 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=4.2279842884593942e-05 4.4256556173911048e-05 -7.0702863858347365e-05 -5.1141467043997014e-05 -6.9817552003702499e-05 9.3103735442347427e-07 0.00026659431580936069 -9.1740491884028394e-05 -0.00027194059716368512 0.00067350720487829895 0.00024014520241512306 -2.9269751231389545e-05 0.00011127139259880145 -6.7863743886471502e-05 0.00014824226310802442 0.00029613131468588601 -0.00033582194494253441 -0.00017421969535254877 0.0012338561060637836 0.00010670443839306457 0.00062726785997893565 -8.911745040793074e-05 -0.00014739278960962314 7.4482089872950739e-05 8.8893893318892265e-05 0.000690459004505991 0.000171818129917563 8.2829670410170564e-05 0.00020750121426653257 0.00021597582914021721 0.00024278177180613825
leaf_count=29559 15564 7439 94773 82198 18652 4219 11003 2150 430 2316 13658 3837 26524 8719 314 1720 323 89 3066 241 840 678 9681 13094 286 1769 2809 1435 3720 825
internal_value=0 -0.0125992 -0.017547 -0.0273481 -0.0126387 0.0510843 -0.0243582 0.0220666 0.0567459 0.0364816 0.0172238 -0.0446012 0.0192906 0.065438 0.0159868 -0.222876 -0.0171618 0.357712 -0.0625001 0.195947 0.216642 0.0446924 0.0124828 0.0321309 -0.0251268 -0.0423162 0.13738 0.323326 0.165742 -0.0587153
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 31218 28902 98610 59183 26317 17598 2034 32866 653 85264 564 5059 21518 17120 26752 32213 29118 3095 1865 4398 27349
shrinkage=0.000980392


Tree=5031
num_leaves=31
num_cat=0
split_feature=1097 407 61 1396 1358 1250 713 374 1397 1397 51 795 854 797 613 1103 485 885 1179 990 567 633 418 221 519 705 623 696 1124 17
split_gain=14.9755 19.5327 18.3032 18.3078 17.601 17.5248 17.5519 17.2419 17.705 16.7175 16.5763 17.6004 21.5294 56.3037 23.8621 21.2114 20.6533 20.3697 22.0306 20.516 20.0929 20.8803 19.424 19.3925 19.3333 18.4063 22.6912 22.3808 21.4944 18.0554
threshold=-0.64966988391888181 -1.2965003005540392 1.0000000180025095e-35 -0.61261747834693236 0.48172645892998917 1.7842202948349855 1.0000000180025095e-35 2.165867408917324 -1.5182469024843026 2.2359585683295777 1.8613588887694643 -0.29258408639884992 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 1.4870550753895133 0.94578963118733916 1.0000000180025095e-35 1.8755794522339773 0.22046490535518015 1.4784937406783569 1.4871122038500981 -0.55574200328751278 -0.92847851236361134 1.0000000180025095e-35 0.74446833870346218 -0.047398826616434804 -0.75445075474433554 3.7018204428329469 -0.70955655348825764
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -4 8 -8 -7 11 25 13 24 15 17 22 18 -14 20 -19 -22 -16 -18 -13 26 27 -3 -28 -24
right_child=1 10 5 -5 -6 9 7 -9 -10 -11 -12 12 14 -15 16 -17 23 19 -20 -21 21 -23 29 -25 -26 -27 28 -29 -30 -31
leaf_value=-9.2784647172408896e-05 -6.0286969539463821e-05 6.7681076487485688e-05 2.0230932980612623e-06 1.6112389731175264e-05 7.8475511717231397e-05 6.5622133188945363e-05 0.00017125205373862834 0.00015472414298907131 -0.00015785308616672803 0.0010334058230009725 -0.00011975830501949701 -0.00013840693729332481 -8.6951410047232254e-05 0.0002682228947153285 8.981682083517321e-05 -0.00018107421148278604 -0.00021667227054319581 -7.3309396683310182e-05 -0.00053888944573598845 4.5370655104013904e-05 1.8072237664653934e-05 0.0004112175156856363 -0.00016466307738433273 0.00020930095812075428 0.0001292233267342215 7.6284361412706623e-05 4.6144009822090384e-05 -6.6870600822653851e-05 0.00070382147475257816 4.6391753053004782e-06
leaf_count=22413 31349 8687 8429 51649 4775 2607 1151 1509 28087 94 5902 4212 15405 3953 8618 4583 665 23529 677 18722 3645 664 4301 4233 1710 30470 32377 25085 234 12196
internal_value=0 0.00031007 -0.0339056 -0.0118184 -0.0655512 -0.0805337 -0.0971271 -0.130883 -0.146154 0.104349 0.00723367 0.0103546 -0.00935638 0.0862953 -0.0199404 -0.043324 0.0333548 -0.0320498 -0.106084 -0.00972683 -0.0484096 0.0876464 0.00617518 0.163492 -0.0555938 0.0326317 0.0109798 -0.0325099 0.0519979 -0.0408916
internal_count=361931 241217 120714 78837 27188 41877 39176 30747 29238 2701 209868 203966 107113 9875 97238 67225 30013 62642 16082 46560 27838 4309 25115 4898 5922 96853 66383 33772 32611 16497
shrinkage=0.000980392


Tree=5032
num_leaves=31
num_cat=0
split_feature=612 395 21 1312 289 316 1036 1045 286 1463 1386 1113 357 690 294 146 971 1467 1221 1257 1252 1175 1284 1470 13 708 1352 554 1190 581
split_gain=8.73029 11.8521 15.0062 14.0038 14.3265 17.4255 17.7237 14.1836 13.9913 15.5954 15.9103 18.0699 13.9639 18.1105 16.2537 16.25 21.9895 16.2478 21.0277 15.2558 14.27 13.4865 17.2544 14.2263 13.1523 13.358 19.2902 12.9727 14.5304 12.6334
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.189441983669046 1.0222494663082087 0.44608238311339637 2.1874269601907064 0.46584981972296485 3.02954466251107 0.0541825614323777 1.8172976979801614 -0.48333928695342443 0.13932634331572921 1.0338979476348482 0.53624367783721649 0.10116270547998699 0.60137179799930418 2.5965641137924291 -0.41259912630364309 1.0000000180025095e-35 1.768751683664193 0.53431266204747929 0.13496288620855143 1.3240852190141783 0.068550307298219079 -1.7469215220182648 -1.0745634138663209 1.0113521650027655 0.60973105158842456 -0.7230189438595872 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 12 -7 24 9 10 21 -12 14 -14 19 16 -16 18 -17 -6 -15 22 -4 -24 27 26 -26 -3 -29 -23
right_child=1 3 8 -5 5 6 -8 -9 -10 -11 11 -13 13 20 15 17 -18 -19 -20 -21 -22 29 23 -25 25 -27 -28 28 -30 -31
leaf_value=7.3305001929363547e-05 -0.006163421889997015 0.0058184729215666059 0.0034713008783287059 -0.0077604833678109903 0.0084335414395156801 0.019673805425196769 0.094695770227594372 -0.052461148165439869 -0.013240783284604247 -0.042811801320360457 0.013984783197636165 -0.027000888714396317 -0.027446294118050465 0.032095215103474711 -0.021695521331337803 0.075974544962909382 0.074392330184773814 -0.0076370631387305448 -0.026373831637671919 0.042529631793713996 -0.052114896513116862 0.080341314905588948 0.12720392471819872 0.00098777922443098968 -0.040730771352450464 -0.0010175530493443225 0.044107755032053324 -0.026205824720067401 0.070799841857375173 0.0039343593155252519
leaf_count=316437 20126 423 268 3881 3757 194 54 115 537 76 666 230 436 132 840 85 38 199 42 161 44 93 24 21 366 12444 46 36 107 53
internal_value=0 -0.0384898 -0.092496 -0.00221641 0.023074 0.120048 0.719646 -0.0244927 0.10811 0.224157 0.2827 0.095585 0.0916147 -0.255452 0.132846 -0.133739 -0.336816 0.307878 0.925891 0.202749 0.340114 0.646235 0.342911 1.56712 -0.0178502 -0.0334762 -0.543955 0.388701 1.01034 1.20566
internal_count=361931 45494 22094 23400 19519 5982 248 13537 1968 1431 1355 896 5734 612 5122 1204 878 326 127 3918 176 459 313 45 13422 12856 412 566 143 146
shrinkage=0.05


Tree=5033
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 900 1148 276 553 746 1458 769 188 779 1453 1453 1398 1179 909 912 1388 494 1231 1449 836 486 389 1445 650 790
split_gain=16.2684 15.1937 17.0013 19.3137 16.9166 20.8582 27.0015 25.7021 21.5287 20.0352 21.5311 20.8352 20.8582 21.1962 20.6313 29.2757 21.6718 20.1832 19.1705 22.1706 24.5748 21.5964 19.0888 19.4947 20.2879 18.7604 19.1717 23.6516 18.3803 18.2732
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 0.081690409880240483 1.9644670326249816 0.20121479534615047 1.2005743410820591 1.0000000180025095e-35 -0.21238062798407994 0.038543951908705756 1.4988839639600011 0.11574354362826442 3.1908772890973043 1.9142027959396961 -0.70283998550490512 0.74492158161566246 0.93175354849552872 -1.552491894208915 -0.44737911787951118 -1.1345378868491331 1.0000000180025095e-35 2.8366445168106686 1.04551467245074 -0.072877624658643128 2.0012238438612475 -0.68639091397834817 1.6923072129381651 -0.98749476024803362
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 28 9 7 -7 25 17 11 14 -13 -14 15 22 -17 18 19 -6 -21 -22 -11 24 -24 -9 -27 -28 -2 -8
right_child=1 2 -4 -5 5 6 29 8 -10 10 -12 12 13 -15 -16 16 -18 -19 -20 20 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=4.0386306593884113e-05 1.328748269244374e-06 -7.3444727292708653e-05 0.00015584916820499318 7.1251434879603397e-05 -0.00022021886627299238 -4.4294360691915978e-05 0.00027371378971243246 -2.0315804724996551e-05 -0.00013453669510892107 -0.0001576394102969863 1.8716407761793615e-05 -2.0055534832904279e-05 2.5659183574886303e-05 0.00064061503555742493 -0.00062013734402518745 -0.00097386739756003655 0.00050466563503429171 -0.00017678105216383473 -0.00015594311585108737 7.2628226051612294e-05 -0.00031022379571131486 -4.0968924798935468e-05 3.2399701741882355e-05 0.0012859326732723064 -0.00035366049055952648 7.2541817153567694e-05 0.00061999812373675931 -3.0255187496035886e-05 0.00013027472277509931 4.4180293220293478e-05
leaf_count=29559 52958 7439 4398 9681 5558 65163 2448 13696 4141 14643 32388 13511 574 442 401 64 489 14062 11030 16863 3059 21435 5661 51 957 19280 571 435 6225 4749
internal_value=0 -0.0144592 0.0407911 0.00939227 -0.0192273 -0.0284382 -0.00501248 -0.0154542 0.0314071 -0.0496747 -0.0236306 -0.0636106 0.00757323 0.302823 -0.108558 -0.0986938 0.385066 -0.0846555 -0.0621754 -0.0361391 -0.0165018 -0.066513 -0.11414 -0.00636487 -0.0192611 0.0492339 0.0906398 0.3737 0.0153655 0.124697
internal_count=361931 332372 21518 17120 310854 251671 110483 103286 38123 141188 69181 36793 14527 1016 22266 21865 553 72007 57945 46915 41357 24494 21312 6669 6618 33982 20286 1006 59183 7197
shrinkage=0.000980392


Tree=5034
num_leaves=31
num_cat=0
split_feature=785 727 905 419 492 142 911 15 1469 618 1189 834 832 1255 628 1106 5 207 1350 1246 1247 276 279 1034 814 47 1470 834 1044 1199
split_gain=8.75743 10.0023 10.6313 12.7529 11.1324 10.6892 10.5887 10.5573 10.5257 11.2128 13.0206 15.5263 12.507 12.2938 12.1856 12.8702 11.8776 11.5527 11.3164 11.3411 10.9291 11.2532 10.5136 10.4864 12.915 11.2535 12.1404 12.122 13.3798 12.866
threshold=-0.86283290253235112 1.0000000180025095e-35 1.037999635394202 -0.31523671895390476 -1.1029780975532606 -1.130840521130702 1.704350590775946 -0.15744485672445352 -0.91718728557267903 0.61571818544004231 -0.39120453958217621 0.38978378614131903 1.0000000180025095e-35 0.83870972579439707 1.2996266484834675 -0.29550798643052384 -0.20012462770182379 0.3548736757308833 -0.7265728269600179 0.23169859735613105 0.70399364165873635 -0.69899496451016052 1.077966629756794 0.71742563768805134 2.2015948587698024 2.2585114269310611 0.58103954765570087 0.83364571858647152 0.52549855904937026 -0.38315049131412332
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 8 -6 9 12 13 17 14 20 -1 -16 -14 18 -12 -20 21 -11 -23 24 25 27 -27 -10 -29 -30
right_child=-2 -3 3 4 7 -7 -8 -9 23 10 11 -13 16 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.018926161534110839 -0.00030611171602365174 0.0036088238940160467 0.059569154051292664 -0.029663422812500798 0.0033843965781274344 -0.0071086344050408081 0.015799217519359334 0.028198264789067784 0.0011990671957741316 0.04462654476037322 -0.014579295018077316 -0.029696334634181545 -0.026608786538686459 -0.064370539546992955 -0.077937409151346129 0.0061801182729057241 0.0086235678439445206 -0.014202443011241706 0.057235211351034668 -0.0018577756716388568 -0.065588265788030273 -0.02658693537510546 0.044863910910644324 -0.013799389725776493 -0.031465587560492184 -0.042683674115863823 0.021406558811964932 -0.0048835825938138323 -0.0083950788349636471 -0.057271680809853814
leaf_count=988 332372 17008 29 68 327 637 363 534 5177 41 55 121 216 72 36 65 285 102 126 52 42 169 26 1357 209 164 45 937 132 176
internal_value=0 0.0348858 -0.0119317 0.154776 0.317857 -0.0804329 -0.0370378 0.380088 -0.0506244 0.0755615 -0.133124 0.101937 0.182118 -0.458118 0.307733 -0.425126 -0.116161 0.327528 0.580435 0.826027 -0.250888 -0.0708918 -0.309598 -0.089863 -0.0551186 -0.0386586 -0.553259 -0.0221966 -0.226127 -0.66439
internal_count=361931 29559 12551 1595 929 666 10956 861 10593 2396 806 456 1590 350 1089 101 501 335 233 178 278 236 195 8197 6840 6631 209 6422 1245 308
shrinkage=0.05


Tree=5035
num_leaves=31
num_cat=0
split_feature=1431 1439 1253 347 138 362 1178 394 914 258 318 908 73 1246 21 776 776 359 218 207 85 10 765 802 1254 264 114 332 1002 695
split_gain=8.66574 12.8791 14.6471 15.3724 17.9878 15.0051 23.5142 15.8393 15.5944 14.9219 14.8725 14.3728 17.1974 15.9487 13.7298 17.7164 15.0239 16.6431 17.3342 14.3013 16.1786 15.6212 14.2922 15.1735 14.1244 13.6964 20.4602 15.6738 18.5385 16.1254
threshold=1.0000000180025095e-35 0.70356782200899082 -0.84795090958894292 1.1364274610922813 1.1267078219554132 -0.46104468232753709 -1.1386643697273644 1.0000000180025095e-35 -0.29064493361075 -0.64709125981158055 0.48132849711848924 1.9619042221066281 0.080663507245519336 1.1923027304460134 0.2439032738895319 -1.2318932224158778 1.3415434266028312 0.44436623995162067 -1.3310386125037643 1.0895299047275679 -0.63967081211390275 -0.58530229888182939 0.27327809944351161 1.0000000180025095e-35 0.17666028497412692 0.38646845251715672 2.9346334192326506 1.6399250563363121 0.69854289147193727 1.5546628746306841
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 10 14 5 9 8 -8 -7 -5 11 -3 13 -13 15 -4 19 18 -18 -16 21 -21 23 -20 -19 -2 27 29 -29 -27
right_child=1 2 3 4 -6 6 7 -9 -10 -11 -12 12 -14 -15 16 -17 17 24 22 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00031709599229550514 -0.0012416299700775586 -0.0140094026685066 0.0096938067765008108 0.018930413924510121 0.039214536728775978 -0.021298443761871559 0.026268635898072074 -0.013346338954963828 0.11014645087599001 -0.012741549572294548 0.0015146303566137584 0.067403657538947795 -0.038490367371488074 -0.057871442558249192 0.0030411142699020748 -0.0074860674701625529 0.113566795549673 0.032459485033998967 -0.023960090934448893 -0.050149265626998479 -0.030873606706751336 0.04621558239181945 0.078046606864023899 0.071512908160315955 0.11340889727643422 0.0021117696201237834 -0.038889441703413373 0.01686171129819538 -0.016880740527867515 -0.0086499212757240561
leaf_count=222373 83809 5937 1116 300 254 22 356 287 53 983 2144 94 84 31 3291 10780 21 96 232 41 409 81 32 40 30 25178 158 1308 214 2177
internal_value=0 -0.0182617 -0.0722788 -0.0345626 0.160026 0.0784167 0.360497 0.202027 1.62254 -0.09194 -0.177894 -0.251727 0.455295 0.963169 -0.0637195 -0.114538 0.0509359 0.479477 0.126252 0.00249053 -0.374602 0.3902 -0.0442733 -0.247096 1.12054 -0.00743646 0.0354739 0.0402272 0.245633 0.0257258
internal_count=361931 139558 26714 18424 2255 2001 718 643 75 1283 8290 6146 209 125 16169 11896 4273 451 325 3822 531 122 304 272 126 112844 29035 28877 1522 27355
shrinkage=0.05


Tree=5036
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1091 1154 630 972 1458 200 984 1107 1326 636 499 422 164 145 841 215 1429 986 812 896 292 1093 1190 243 765 561 699
split_gain=8.68382 21.0542 17.1297 14.267 15.9228 15.857 16.0017 15.3589 14.5898 16.3222 15.7874 16.2364 16.069 15.8209 16.2145 15.7396 14.0553 15.9751 13.949 13.8761 18.3335 17.1389 16.0835 19.7694 17.8605 17.3806 16.6855 16.2682 14.6128 19.1662
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0000000180025095e-35 1.0000000180025095e-35 2.0285301705639269 -0.62473803547631024 -0.63176582655212954 0.24075901940907535 -0.52790027879956658 0.6237922913644588 -0.53856221490806466 0.61219881361957984 1.5029532676721937 -0.29864941389713767 1.8478105556605948 0.78630649317610934 -0.69686543579226234 1.9918283910400278 1.13172262110474 0.6087480260917858 1.0000000180025095e-35 -0.65443709756037149 1.6283511866075815 -0.55864201032658711 0.98518041729803441 -0.32894031014216935 -0.37414907169147954 0.036550787695701657 -0.78823104995377669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 19 -6 -7 -8 18 -10 11 -11 13 16 -15 -14 -13 -18 -5 28 21 -21 -22 24 25 26 -24 -25 29 -4
right_child=-2 -3 3 8 5 6 7 -9 9 10 -12 12 15 14 -16 -17 17 -19 -20 20 22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0037003376592751043 0.00038087542133037036 0.00029343463088157872 -0.009827902697891697 -0.0065204759695179056 -3.8464188799993763e-05 -0.021342396901069441 -0.037354718704422273 0.060550522091644667 0.01367750115439568 -0.01998318389236628 0.012716246726411301 0.0051851799768741769 -0.016294725109118179 -0.080093932675195337 0.0010103953081490439 0.057132519667389074 -0.049457819555730607 0.049132524269606362 0.023477324510492226 -0.0092950625129587447 -0.02790578744888755 -0.030235022592481328 0.013401597105688411 0.22643524486896804 -0.0067990194659104317 -0.0379549802652644 0.10694857375818299 0.037170653012780767 -0.0081466147006459197 -0.00062942137418299938
leaf_count=4504 197825 89418 5778 5260 6480 91 37 157 1566 771 962 1682 788 60 80 34 32 154 219 3111 449 2213 117 22 862 116 116 43 18545 20439
internal_value=0 -0.0162771 -0.0532082 -0.0671617 -0.0889537 0.026163 0.603475 0.945135 0.0081227 0.0781187 0.00728899 -0.0665517 0.00659955 0.11828 -0.642768 -0.256761 0.172466 0.743193 -0.0986507 -0.109463 -0.267605 -0.36644 0.0991185 0.327009 0.20283 0.905082 1.33259 2.32363 -0.0941347 -0.0534319
internal_count=361931 164106 74688 70184 58576 6765 285 194 11608 6129 4563 3601 2830 2008 140 822 1868 186 5479 51811 7049 5324 1725 1276 1211 349 233 65 44762 26217
shrinkage=0.05


Tree=5037
num_leaves=31
num_cat=0
split_feature=614 890 795 633 727 588 590 854 797 710 791 905 269 1465 920 768 762 313 1002 921 762 287 1106 651 965 675 706 986 434 857
split_gain=16.359 19.59 25.0205 23.8464 24.2708 32.2541 23.8235 22.2127 63.6248 24.0885 22.6065 22.3746 22.4485 25.8316 20.8812 20.7816 20.5857 20.442 20.0728 20.9642 20.8774 21.3387 21.3555 20.6011 20.9279 20.0371 19.9449 22.7329 19.5942 18.8534
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 1.7407312976543683 1.0000000180025095e-35 2.250834115212506 0.58895901036483078 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.0000000180025095e-35 -0.37419615790237176 0.24204918951595961 -0.52496915078423745 -0.83967173534858641 1.8936793896627242 -0.14069470999436542 1.0000000180025095e-35 0.69854289147193727 1.0000000180025095e-35 1.8387373041910313 -1.3240904332894121 1.4096210448177859 1.1107569744011787 1.4967165609810034 1.0000000180025095e-35 1.0283154492864859 -0.12565939394204428 3.7374297967062331 -0.49205703050329141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 4 26 14 -5 8 -4 10 18 12 -11 17 16 -2 -6 -14 19 29 21 -21 -23 24 -20 -12 -3 -28 -17 -9
right_child=1 2 7 6 5 -7 -8 9 -10 11 25 -13 13 -15 -16 28 -18 -19 23 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.7369510372969412e-05 -4.4850221073508037e-05 -3.583129618608977e-05 -6.3986025421513602e-05 -0.00012601968499731633 2.0894267835248107e-05 0.00026846204532961822 0.00012492740941635454 -0.00011203196947793093 0.00026247327744321905 -2.6428109290408834e-05 0.00017251341696943875 -1.1744056799190271e-05 0.00019010748675427059 0.00015434226150055102 4.2856511154758661e-05 -0.00031888614809519078 0.00032379002649862292 0.00083722100321153225 -0.00012519862064584085 -0.00036395121508844911 0.00018350770130656327 -1.9299518082407696e-05 0.00019643221418007994 -0.00034564753109187223 0.00016501251848179043 -1.9372861575115272e-05 0.00013378149603406612 -6.5134022546626963e-05 0.001812175825231913 -2.2156713678077301e-05
leaf_count=107272 23784 27038 6883 8599 1801 3410 2282 22011 4397 1506 4329 5752 348 1629 46279 2492 2466 519 10969 1090 2896 20588 2349 1815 1265 6772 9196 4823 23 27348
internal_value=0 -0.000674492 0.00526117 0.0308105 0.0422495 0.0728694 -0.0707143 -0.0168828 0.0753467 -0.0270487 -0.0380253 0.0757926 0.199664 0.31573 0.0579722 -0.0693669 0.203978 0.604854 -0.0502739 -0.0351492 0.0150465 -0.00800827 0.0046545 -0.127913 -0.0950097 0.0576976 -0.000702809 0.0717441 -0.299608 -0.0643418
internal_count=361931 254659 228360 105894 95013 53956 10881 122466 11280 111186 101432 9754 4002 2496 50546 26299 4267 867 90331 76282 26923 24027 22937 14049 12234 11101 41057 14019 2515 49359
shrinkage=0.000980392


Tree=5038
num_leaves=31
num_cat=0
split_feature=1147 1091 831 1338 977 789 381 444 51 694 842 554 554 1242 555 706 174 768 155 1329 1334 1313 2 899 14 410 621 1201 698 169
split_gain=8.68352 12.079 12.2643 12.0323 11.9184 11.8555 18.7463 18.9278 16.0372 15.9711 17.4625 19.4515 18.4743 17.2215 17.5524 17.613 16.6787 19.4826 16.8056 16.5532 18.7917 16.0222 15.677 20.2875 18.4049 15.569 20.3641 15.3779 15.3309 15.132
threshold=1.0000000180025095e-35 2.690828001094058 0.96344171078109098 1.0000000180025095e-35 -0.27753800037663739 1.1248358748350926 1.0000000180025095e-35 1.0617732612454149 1.8613588887694643 0.56290272224125126 -0.22980979062440357 3.2042135170432666 0.75897119340662345 1.3614047993114164 -0.76183383075131206 1.1664971518283451 1.0000000180025095e-35 0.187956337851439 -1.4680803070846566 0.7010378143867354 -0.32987101421364295 0.39396475564893413 -0.12302610940375075 0.30727553492839432 1.5054943015398019 1.0000000180025095e-35 -0.43429593741471156 3.2593841350510879 -0.26733251094704602 -0.54962474029772657
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 8 7 9 -1 10 11 12 16 14 -12 -16 22 18 -18 20 -19 -15 24 27 -7 26 -10 -24 29 -9
right_child=1 2 4 -5 -6 6 -8 28 25 -11 13 -13 -14 21 15 -17 17 19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059750999596481168 -0.0012713499638948283 -0.015990993706322416 -0.039273505811419862 -0.062144334875340913 0.062059266072967995 0.0075705293919792437 -0.0058988079495659058 -0.019288724930479693 -0.011346635776132458 -0.0046801296054863467 0.020810954516070443 0.081956574596290077 -0.015318778927817071 -0.00064527905664414978 0.0075895447005812858 -0.012379532004207147 0.062564760042415832 -0.0164656161812127 0.0022595507250496439 0.10204611914647253 0.056278461313286877 -0.040070723131242846 -0.0064507401659622821 -0.033006395911778501 -0.036380808285580657 -0.0099189811388504974 0.0050247884373941509 0.064854617351123009 -0.014331941564111331 0.012084847596394719
leaf_count=246079 70831 434 30 106 39 1651 10403 284 1819 4676 1306 35 1194 547 5635 753 64 87 1226 39 97 200 1179 486 153 6225 3694 36 1972 651
internal_value=0 -0.0289388 -0.366871 -0.495095 0.546803 0.00296442 -0.0381453 -0.00021795 0.00843314 0.0262904 0.0629731 -0.0329977 -0.0433167 0.128409 0.159064 0.114056 0.0193651 0.217479 0.105372 0.81851 0.520599 -0.211379 -0.0736798 -0.239324 0.0800459 -0.0895381 -0.000853157 -0.0766355 -0.170334 0.0626096
internal_count=361931 71440 609 540 69 290491 32674 22271 257817 19364 14688 6247 6212 8441 7694 6388 5018 1513 1290 223 184 747 3505 1701 1804 11738 5513 1215 2907 935
shrinkage=0.05


Tree=5039
num_leaves=31
num_cat=0
split_feature=785 519 727 382 789 231 728 921 783 762 791 746 809 289 1437 651 1324 620 1459 712 896 771 565 996 13 773 1311 1317 493 15
split_gain=12.9157 14.0667 16.1871 18.5709 17.791 16.0981 16.0558 20.334 44.9118 23.2723 19.9473 31.0922 25.734 22.1116 21.7354 21.4598 19.5775 19.6864 19.0598 18.3486 21.8725 22.0791 20.8493 20.6617 18.256 18.7888 19.475 18.1718 18.0907 17.9718
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.1248358748350926 2.1922670578237957 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.8387373041910313 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 0.70036819076278212 1.1734518836084071 -0.06045160922923843 1.0000000180025095e-35 1.1780070679743837 0.90419804963812089 0.4810433618479425 1.0565563832172893 -0.17189113104522832 0.30711866236834834 0.052484712102878438 0.91268718353196443 1.7658743032110651 0.27152336588760845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 -2 10 9 19 -8 12 13 -12 16 18 17 27 24 -9 21 22 -21 -24 25 -15 -27 -14 -20 -17
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 11 -13 14 15 -16 29 -18 -19 28 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=3.6403826170001528e-05 1.6270185927393143e-05 -3.0330144197875082e-05 0.00024446756934233234 3.6456797546646847e-06 -6.2259999908926628e-05 -0.00032033143167978662 -5.0246822778277218e-05 -0.00011226817379574187 0.00027250298553302583 0.00018795389733133191 -0.00028884840671564166 0.0001066656862528216 4.0406002974767987e-05 -0.00011937624560739601 0.00024723687230804596 0.0005907618966370698 -0.0001110194729365886 0.00024518664171958773 -1.2371952647885239e-05 1.1914439835428591e-05 -0.00021708479393125357 -0.00019110368250667892 0.00024053682349154813 -0.00023421297617927774 -0.00023196013901536562 -5.7174556034047817e-05 0.00058003493552682181 -0.00016117116040265187 0.00050569308695460637 -0.0001092829145739829
leaf_count=29559 59183 9447 5015 5700 1127 229 148889 10479 3065 2650 5765 10171 16274 4710 1630 461 6412 2218 7919 10220 1958 1747 3886 449 7692 726 566 2973 507 304
internal_value=0 -0.0125428 0.0406784 0.0901203 0.169595 0.223774 -0.0171361 -0.0261221 0.0259892 -0.00207705 -0.035451 0.000133945 -0.0260953 -0.0932568 0.0175075 -0.0615143 0.00012516 0.0349362 -0.0807274 -0.0230924 0.0158388 0.0413352 0.0699592 0.193817 -0.147737 -0.0270533 0.24775 0.0108286 0.0193497 0.312263
internal_count=361931 332372 21518 12071 6371 5244 310854 251671 34454 31389 217217 68328 58157 28650 29507 22885 27877 21465 22120 28739 18260 16302 14555 4335 13694 6002 1292 19247 8426 765
shrinkage=0.000980392


Tree=5040
num_leaves=31
num_cat=0
split_feature=43 1454 1452 1452 113 1462 1462 1451 1464 1466 1458 1467 1450 1450 1458 1461 1454 1465 1467 144 1466 1457 1466 1457 1459 1456 1457 1458 1465 21
split_gain=15.813 16.7173 23.9623 18.0154 20.4431 17.7844 35.3475 34.5908 36.5048 32.9434 25.6204 49.3073 43.9898 62.6082 43.1722 42.0399 38.2136 37.8873 35.8317 39.2826 35.1211 29.3101 27.9962 27.8364 33.6974 32.6689 39.6199 52.5977 35.8578 39.6862
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 1.6018939448921981 2.9929131291040303 0.64216061943476632 0.40252374905671789 0.043860538130293468 0.92979064474713635 2.5327487536224331 -0.6420356832362869 -0.46555852133708692 0.01812218979783697 1.6244443836513758 -0.63701179010696707 1.2257192582534573 -0.610586402940409 -0.35531576034410856 -0.37267698834688912 -0.038683936870184711 0.55448474501259393 -0.17133938114537597 -0.19698706833122456 1.5416109563948532 0.027245158437713041 0.37396721338577926 0.0614850081667929 0.24391125146464598 -0.56311572637093465 1.0003342417131433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 10 8 -8 -9 11 12 -1 17 -12 23 18 22 19 -13 -18 -22 -14 24 25 26 27 -16 -29 -30
right_child=-2 -3 3 -5 -6 -7 7 9 -10 -11 14 16 13 -15 15 -17 20 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-4.4719234444287426e-05 -4.3796113524269384e-05 1.4978984292672683e-05 -0.00045561518478316168 -6.4995967090333078e-05 0.0011054113526170395 -8.6815367743961233e-05 8.4975744180042315e-05 0.00039951252766801267 -0.000741427268423841 -0.0013124648455952685 0.00051510091193748353 -0.00059369353148161594 0.00022577139167047328 -0.00079169235713913617 2.8236839555644008e-05 0.00017407561019191462 -0.00031558467847852466 0.00051930826343617208 1.1541494171602419e-05 2.6065135359511369e-05 -0.00044429181600310149 0.00045223760912243167 -0.00072189920450596752 0.00021204849728577831 -0.0001003222543287669 -0.0001035548945021529 -9.0198075160320749e-05 0.00045992811330248764 0.00018055942248152186 -0.0007059630066949999
leaf_count=7908 74777 135975 2009 2119 37 16902 3638 2347 321 60 830 1350 613 328 29864 6158 7971 1941 9447 1047 309 632 304 2620 22565 12623 11321 2271 3342 302
internal_value=0 -0.00273203 -0.0203696 -0.216894 -0.414203 -0.0157837 -0.00637728 0.159777 0.0224798 0.367499 -0.0156236 -0.0747388 0.0491975 0.278307 0.00426155 -0.000817938 -0.147258 0.375582 -0.0559842 -0.324075 -0.268228 0.171462 -0.0763244 -0.0154098 -0.0234566 0.00615298 0.0340121 0.0714516 0.261936 0.115815
internal_count=361931 287154 151179 4165 2046 147014 130112 6366 3959 2407 123746 31850 11094 3186 91896 91066 20756 2858 11844 2397 8912 941 917 84908 82288 59723 47100 35779 5915 3644
shrinkage=0.000980392


Tree=5041
num_leaves=31
num_cat=0
split_feature=614 1077 1373 1030 294 1461 148 1470 1466 1452 1452 1242 89 1469 1464 1349 983 153 1370 1456 1177 1456 760 974 287 1250 481 615 1124 705
split_gain=12.077 19.7962 16.6106 17.768 20.852 18.899 17.6447 17.3038 21.2123 21.1288 19.6355 19.599 18.3836 18.2821 17.5006 18.8236 18.6058 18.7464 17.2556 18.4182 22.2862 20.3175 19.166 20.8575 17.9541 17.3669 17.3052 17.5558 17.1596 17.036
threshold=-1.0625654336828987 1.4357019976763823 -1.2601938093385081 0.99422031274767553 1.1887139829833562 1.5692664354072514 0.90458015012070547 1.2551600099720808 0.47080750042056613 -0.16682302883424749 -0.28700289465434548 -0.41901556677919144 2.068979104658434 -0.94866001780749032 0.0086554168877801384 0.62554163446995081 0.45817619378121927 -1.6907371869556527 0.70223084764880606 1.0000000180025095e-35 1.330258535826035 1.5571501639310992 -0.97425371435744701 -0.16583582456836196 1.7827644798454763 1.6639040769990172 2.3025960977601807 -0.59108387774323179 2.7322439979524917 1.3183739815888758
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 29 5 7 -7 8 9 10 12 14 -5 -11 16 -16 -9 -18 19 20 28 26 -22 -24 25 -20 -21 -28 -2 -4
right_child=2 -3 3 4 -6 6 -8 11 -10 13 -12 -13 -14 -15 15 -17 17 -19 24 21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.6016549424213517e-05 5.3157827581939955e-05 9.0501985194350857e-05 7.510645014849473e-06 -3.9990761110135964e-05 -0.00022731347251201547 9.2618710654280905e-05 0.00068432371884474558 0.0001171719397996964 7.362898304297117e-05 4.1366606284551192e-05 0.00032586084592575444 -5.1944095389813916e-05 -0.00066104355765406403 -0.00025868657541801347 -0.00066472300449953766 0.00090486352874770317 0.0027948003223824554 0.00069282979009735728 -0.00013733887509992783 -0.00030488709493682495 0.0002477017324281797 4.0505624405399983e-05 -0.00048772584003968245 -5.4913256957280053e-05 -0.00059194871519484694 0.00024708032652763002 -0.00042849987532611822 0.00099484782169509595 -0.00035900595066234287 8.3042502322799047e-05
leaf_count=83458 19962 7698 181207 7237 4351 1502 325 446 4347 1367 898 1598 372 7873 197 63 24 528 11319 4020 526 2198 1668 1434 572 652 101 97 686 15205
internal_value=0 -0.0346556 -0.000154515 0.00685965 -0.0516326 -0.0267216 0.205706 -0.0466486 -0.0713059 -0.114948 -0.0243247 0.14008 -0.0672448 -0.206111 0.371648 -0.246117 0.513778 0.805017 -0.0470253 -0.0165545 0.0129491 -0.145064 -0.1813 -0.267256 -0.13313 -0.11094 -0.26525 0.420926 0.0419892 0.0137716
internal_count=361931 91156 270775 227540 31128 26777 1827 24950 22094 17747 8507 2856 7609 9240 1258 260 998 552 43235 30692 24276 6416 3628 3102 12543 11971 4218 198 20648 196412
shrinkage=0.000980392


Tree=5042
num_leaves=31
num_cat=0
split_feature=519 858 712 1299 257 141 634 423 1102 1176 1315 702 830 208 978 1393 79 1395 927 355 141 210 288 490 1407 9 898 150 75 641
split_gain=8.862 17.0559 17.2292 16.1294 15.3785 15.7055 14.2412 15.3867 13.5639 13.143 12.6942 12.669 12.6022 12.4014 12.477 15.812 16.5044 16.3284 13.8862 14.2914 20.8293 14.4462 15.3323 15.806 12.9602 12.4719 12.4037 17.222 13.4635 13.1466
threshold=2.1420547332082829 1.0825608069246189 1.0000000180025095e-35 2.0781377659795948 1.0000000180025095e-35 -1.0998384393462171 -0.96317785926635835 1.2024874508848313 1.0000000180025095e-35 -1.4125843609321069 -0.6360874591382345 2.308762323842084 1.0823242400973407 0.88081114289233364 1.8476456806077526 -0.36945619913452571 1.0644607904597536 0.92286810364009197 1.0483613175537825 1.4218347872305723 -0.95495316000138197 -0.87990543109024466 -1.1991308391950628 -0.86169277616916828 1.9153824501137493 -0.49462695391079564 -0.74032093236002827 -0.65197275471045024 0.62821574448855355 1.4648085109609548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 5 -4 -5 8 10 -6 -8 12 -3 14 18 16 -16 -17 19 21 -21 22 25 -24 -22 -2 27 28 -23 -28
right_child=1 11 3 6 9 -7 7 -9 -10 -11 -12 -13 -14 -15 15 17 -18 -19 -20 20 24 26 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00029339209988715515 0.0093511030683594461 -0.0035281109344890761 -0.016692410615061572 0.043375237344460665 -0.012583361744839386 0.0045054528182618334 -0.026448563242832332 -0.076192194043073411 -0.017122336832621488 0.012061079394871856 0.022370853031022979 -0.059829451310222687 -0.040368990505265552 -0.011510714033076599 0.0068246378703329044 0.047745423816486256 -0.080826933465273698 -0.016381962372437751 -0.014257296373457309 -0.028466825765522702 0.030434998088312973 -0.0031790684502796007 -0.010219678273261607 0.022363998137990282 -0.049788107169253783 0.092146431035034407 -0.0080404023304147029 0.018946015077475918 -0.067661262253403229 0.014967691245812806
leaf_count=338398 48 2627 501 56 290 4954 82 40 582 5122 234 58 124 1342 338 195 29 56 836 143 449 260 363 420 30 52 3315 575 65 347
internal_value=0 0.038479 0.0602419 0.112754 0.137395 0.0548008 -0.144174 -0.20731 -0.15162 0.217486 0.201404 -0.121939 -0.101739 -0.0160279 0.0169803 0.305495 0.00267056 0.688205 -0.0114729 0.0252037 0.345278 -0.0113961 0.257769 0.152026 0.5272 1.11738 -0.0604202 0.170924 -0.275752 -0.118315
internal_count=361931 23533 20724 11861 10867 5455 994 938 898 5412 316 2809 2751 8863 7521 618 367 251 6903 6067 622 5445 883 783 479 100 4562 900 325 3662
shrinkage=0.05


Tree=5043
num_leaves=31
num_cat=0
split_feature=785 728 852 1238 923 850 140 1077 735 140 150 1467 1255 710 968 710 707 362 1386 486 16 637 898 906 902 1248 843 900 836 647
split_gain=15.7579 13.3644 17.2828 23.7366 22.5298 28.8837 23.9517 21.1585 18.1334 17.7238 20.2125 17.0769 17.0748 16.9795 16.816 18.5612 16.7767 17.793 16.7697 16.3292 16.3171 16.2248 16.9762 16.3987 16.1796 15.829 16.0931 15.5983 19.4156 15.5398
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.17334222901426247 -0.86449023226567734 0.6190413382504959 1.8790564127931246 4.2406324835638474 1.356718709411544 0.056961987048755554 0.80001238754797444 3.2089320700182484 0.3710772719079331 1.1870562211658833 2.0084989127880917 1.6693584243736712 0.70951313476084088 -0.57309931683719217 -1.1241251319518577 1.034585859977903 -0.84278690126780942 1.4943574423382835 -0.25462090988376379 0.20329953201512105 2.0947916829856985 -0.96647331902917466 -0.43531679220191505 0.14961387609829899 -0.20559540329385809 -0.87782724458594241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 5 13 7 14 -8 10 12 24 -7 21 16 -16 17 18 -6 -18 -5 22 -4 -24 -2 -21 -27 28 -28 -3
right_child=1 29 3 20 6 9 8 -9 -10 -11 -12 -13 -14 -15 15 -17 19 -19 -20 25 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=4.0752111728762098e-05 -2.7363080361610716e-05 7.4742506439552089e-05 -0.00035651947174421961 -0.00017316479890141316 -0.00038527955392410947 -0.00024187903135725256 -0.00027012822431746056 -0.001092626305834268 0.00014326886775034182 0.00060728438940396874 0.00062555766512945358 0.00015524626203689812 0.00045764650036684179 0.00037947653791225685 0.0002864915808924813 -0.00022820618427575894 -0.00011276807349226418 9.000337410213024e-05 6.3909869062425208e-06 -0.00073212345315804732 -1.1852527273993316e-05 0.00062303928766975871 0.00036302813003495345 -0.00054929006899539796 7.6561142166647718e-05 0.00081263515464822373 -0.0010905629147249913 0.00034393254612024671 6.1155500587798921e-05 -4.8162922827865743e-05
leaf_count=29559 147599 6205 844 4765 589 453 2037 85 610 776 305 2490 214 405 2145 380 5660 23295 11719 91 18197 121 380 128 8135 164 108 485 257 93730
internal_value=0 -0.0132214 -0.00447903 0.0233673 0.0474622 0.207966 0.0344926 0.0462011 -0.169792 0.394018 0.202615 -0.0187979 -0.00632056 0.016109 0.0481259 0.217522 0.037627 0.056144 -0.010096 -0.0641331 -0.0435597 -0.0987895 -0.171435 0.14766 -0.0221655 0.169957 0.240499 0.120161 -0.23824 -0.0397473
internal_count=361931 332372 232437 74213 51251 3626 47625 44978 2647 1748 972 158224 667 1878 44893 2525 42368 35603 12308 6765 22962 1473 1352 508 155734 1105 1014 850 365 99935
shrinkage=0.000980392


Tree=5044
num_leaves=31
num_cat=0
split_feature=1464 1454 1468 1428 1464 1458 1458 1470 1458 21 1463 1455 496 666 1454 21 1449 1468 1466 1464 21 1468 461 477 1462 1451 1464 1462 1464 1456
split_gain=8.80934 13.8094 26.4224 29.6145 26.8149 23.7842 20.7445 39.7385 49.2447 28.0251 24.0422 21.4198 22.1487 20.6374 20.626 28.0621 32.0295 23.7255 27.166 36.1793 51.335 27.1849 29.1665 27.4212 26.1137 24.1337 23.3952 39.183 36.9089 44.4807
threshold=1.5993600128483978 0.50933602050530713 1.0056208477415762 1.0000000180025095e-35 0.74657910936426475 1.8460070869938618 -0.54544881628266473 0.32873715240278673 -0.28493683055346192 -0.51252769393407926 2.2766972579015441 4.0789913919971044 1.3044984402204325 3.1569310267559065 -0.2363894608792538 -1.6471741456694959 1.8300156781960906 1.3195544013298623 0.019481231302653043 0.16676341185298507 -0.89074317784588486 1.7230169708605612 0.52346289117042066 -0.32768351912544119 5.1927706197595649 0.10174874292923865 0.2291445000830519 0.37407200465964635 0.13308716897351316 2.0994270724704638
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 5 6 -3 10 8 -8 -9 11 12 -4 -5 -1 16 -16 24 21 20 -20 23 -23 -19 26 -22 28 -28 -17 -30
right_child=-2 2 4 13 -6 -7 7 9 -10 -11 -12 -13 -14 -15 15 17 -18 18 19 -21 25 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00066103624652173189 0.0020728571671879054 -0.0023634139740777819 0.013146486838246173 -0.0082807465177434855 -0.010645858657883558 0.0068946092535525933 -0.034185929559664457 -0.014337271372581931 0.003210427178159253 0.043132615112131893 0.063086103131529722 0.054389478533770221 -0.035145439652403541 0.039921531394878931 0.0094875278067131953 0.0015129717121127977 0.053799846904376683 -0.041075982822141102 0.049475272359900999 -0.013073988335517941 -0.0079354056356293334 -0.011833424290308883 0.012185732725732852 -0.0036371997351842713 -0.044682917797261475 0.017623254806125043 0.0084060250289610134 -0.0025571403578518274 -0.013023779588000776 0.058073653904935643
leaf_count=187500 22704 33245 1447 14085 1470 3696 730 152 5060 429 101 125 142 98 1593 55075 214 902 343 1414 1139 2695 872 535 176 807 14959 6317 3806 100
internal_value=0 -0.00560361 -0.037336 -0.0592542 0.071118 -0.0262828 0.121638 0.0583364 -0.00184433 0.602092 0.328196 0.258993 0.1844 -0.156391 0.00181544 0.0306691 0.334504 0.0249984 -0.0929238 0.056442 0.223716 -0.210897 -0.11151 -0.528453 0.0375818 0.0733362 0.0395228 0.104864 0.0146883 -0.21221
internal_count=361931 339227 60780 51124 9656 36941 8186 6371 5790 581 1815 1714 1589 14183 278447 90947 1807 89140 8707 3703 2289 5004 3567 1437 80433 1946 80257 21276 58981 3906
shrinkage=0.05


Tree=5045
num_leaves=31
num_cat=0
split_feature=1463 1463 1458 1455 1451 1449 1466 1467 1464 1458 1450 1455 1449 1456 1451 1455 622 1451 1462 1450 1453 1463 1463 1450 1459 1464 843 1329 751 1467
split_gain=8.81995 21.827 45.845 47.8458 46.1536 47.1903 53.0296 42.4827 52.4765 49.7211 47.2252 35.381 34.5228 29.6233 42.3388 39.095 31.1117 30.756 29.1133 27.8409 25.9908 32.9362 29.883 31.2575 24.8643 33.7982 24.864 23.7354 23.7127 23.6178
threshold=-0.052537044703927886 -0.23884079478003004 -0.047418865732968912 1.1853961473060375 -0.40800734376214293 -0.10644973506114641 0.30311818149894332 -0.3817254842551433 -0.29199363580579096 -0.40969406002708125 0.42200866323003228 0.6706898098482198 0.71251893840138358 0.82504800527607469 -0.23775761948138005 0.08952809128001836 -0.65693473592345686 -0.36347524434235901 1.0525515758509212 -0.58725933351820347 0.16630876708890455 -0.25589234859845938 -0.24753544861959001 0.27262452905359075 -0.51067407477012761 0.045877637913672921 1.3195749512510251 -0.82569576320726557 1.3125698612407326 -0.22023664855122008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 7 4 18 6 27 10 11 24 13 29 -11 14 15 17 26 19 -4 -3 22 -22 -1 28 -10 -26 -16 -6 -24 -9
right_child=-2 2 3 -5 5 -7 -8 8 9 12 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.001147119556760753 0.00060704298040945394 -0.046509951472819645 -0.0069905980896207047 -0.045286798923133254 -0.016181614316044968 -0.0039920878940220093 -0.029495137615501901 -0.027344157958592914 0.027545846088233128 -0.01148331275070771 0.0037737725384520029 0.017637779893437743 0.051251566167733013 -0.031979140470666398 -0.03021831815481963 -0.0018639834525188269 0.0052718143400802076 -0.054019716841489651 0.044116726038741276 -0.016132019804835956 0.0024372268190599278 -0.02539859470582826 0.019931325461427493 0.081973262465569546 0.029561114780144039 0.00093794534462498028 0.031158537006575105 0.031499700633414361 -0.066701904450490554 -0.0083521899605738664
leaf_count=133527 141070 713 3416 297 181 1349 279 1511 1212 2446 2296 658 105 1455 849 1370 2761 632 118 2774 51293 684 492 87 723 2446 115 2076 56 4940
internal_value=0 -0.0120066 -0.0696185 0.0924176 0.128434 0.295699 0.469694 -0.120165 -0.0264526 0.11532 -0.226419 -0.189725 -0.160983 -0.304655 -0.248956 -0.394038 -0.0346168 -0.529004 -0.0863704 -0.434316 -0.00193291 0.0423579 -0.0202644 0.472589 0.263623 0.154015 -0.438818 0.571099 0.253665 -0.251626
internal_count=361931 220861 34722 7716 7419 3885 2536 27006 14041 6932 12965 7109 2551 10669 9214 5489 3725 4119 3534 3487 186139 51977 134162 635 4381 3169 964 2257 548 6451
shrinkage=0.05


Tree=5046
num_leaves=31
num_cat=0
split_feature=785 728 784 922 830 215 830 9 647 590 351 350 1246 306 641 49 770 73 428 1113 138 419 1379 121 1109 72 699 710 982 830
split_gain=17.1342 14.4478 18.1697 18.1633 20.3721 18.0728 15.929 17.0501 15.9192 35.426 15.8591 15.6355 16.7102 16.3771 21.9028 17.0693 15.8567 20.9525 17.1977 16.2481 15.2438 15.1076 14.9901 15.7705 15.3152 14.94 16.1064 14.8819 16.3611 20.4038
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 0.8808338060330112 1.8227892136636004 0.92306248621590858 -0.51632065155084061 1.9916312825764189 -0.87782724458594241 0.58895901036483078 2.0347385979342092 -0.54100357354515338 -0.4213603389737493 1.0000000180025095e-35 -0.16610018842257618 1.1349154245379338 1.2589059659131825 -0.33306603231948056 0.49482563919436073 -1.4350361017064479 -0.66589746355812018 2.1096725081744352 -0.68228974393190578 1.0000000180025095e-35 -1.3366076229747752 -0.28705824626425047 -0.84875111477465148 0.76029184741838574 0.44956313957912131 1.2456062599093876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 11 5 27 25 -8 9 10 -3 13 -13 -4 15 -15 17 -14 -19 -18 -11 -22 23 -16 -24 26 -7 -5 29 -29
right_child=1 8 3 4 -6 6 7 -9 -10 20 -12 12 16 14 22 -17 19 18 -20 -21 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.2135567620878308e-05 -1.4881379782675213e-05 -1.7153922525865896e-05 -0.00013925774842925254 8.3076627778505858e-05 0.00041987287558690681 0.0011404293381260342 0.00045977555519152838 -0.00072579598240854481 -5.0207421846763646e-05 -0.0001346597599314553 -0.00092361442641668073 0.00010662524701201267 0.00012095011198717053 0.000240638781037594 0.00050672587764319637 -0.00030322003520539458 0.0013399867995884814 -0.00014433265855801652 0.00011343848521227683 -0.00028291207520039286 0.00048366378549299 -0.0012340402417666517 0.00048226857202551593 -0.00055483946035013454 -0.00034681599475688975 -0.00043478670538776604 -0.00011838787430223249 4.3171516622068961e-05 -0.00064528398735992838 -0.0010913752400736531
leaf_count=29559 190291 4669 6508 5627 981 61 1125 62 93730 254 152 9598 4573 2048 254 333 24 4729 1682 1370 1105 25 121 101 1237 240 129 950 318 75
internal_value=0 -0.0141507 -0.00505748 0.0363688 0.119442 0.0866256 0.288966 0.413056 -0.0417228 0.0756693 -0.0406818 0.0106724 0.042849 -0.0641026 0.0433717 0.174752 -0.0129536 0.0143366 -0.0727952 -0.249117 0.360551 0.459336 -0.159482 0.244655 -0.2743 -0.0724769 0.371173 0.0374699 -0.177892 -0.048426
internal_count=361931 332372 232437 42146 9568 8587 1617 1187 99935 6205 4821 32578 21976 10602 4094 2381 12378 10984 6411 1394 1384 1130 1713 355 1358 430 190 6970 1343 1025
shrinkage=0.000980392


Tree=5047
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 988 1002 921 1465 353 359 114 1112 410 1080 718 930 545 1148 608 790 1185 890 428 1386 1390 499 904 495 694 701
split_gain=15.209 12.9557 19.8647 18.5191 16.7818 19.3809 17.7696 17.9365 17.3842 24.4136 17.3595 18.1791 17.0368 16.5827 17.2536 29.2137 24.5082 23.6348 23.2435 32.8449 22.288 22.7115 22.1402 21.5662 22.0175 25.8359 22.1589 20.8138 20.083 19.311
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.3820670939764912 -0.32459312438081372 -0.24051307952136838 0.14486519861544186 0.50756670298598427 0.32346298429964238 1.0000000180025095e-35 1.5620189235502193 1.644349105518915 3.9810989087578279 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 3.073785392405322 0.66665475971017707 1.8618223311409718 -0.70607139715668366 -1.3230736206490437 -1.0699309532947014 0.29810686548368953 -1.0289484995134253 0.32606609528600677 -0.57498500623630144 -0.10648405255226276 0.75024505646995632 0.27248036579832696
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 -3 -5 6 7 12 -8 10 -10 -12 -6 14 17 16 28 18 23 -20 -18 27 -23 24 26 -26 -2 29 -16 -22
right_child=1 2 -4 4 5 -7 8 -9 9 -11 11 -13 -14 -15 15 -17 20 -19 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.7921020846929643e-05 0.00018537373700956041 -6.8327971398786426e-05 0.00044117286469733921 -0.00042060698920528454 7.1609747123628086e-05 -7.2925120163126683e-06 5.9361330335829908e-05 -0.00017095400609455378 0.00052929229065488406 9.0664641620814203e-05 0.00021466213406061421 -0.0010700575135101525 -0.00042216885699573208 0.00024566238097938357 0.00024670442882120374 -4.1168322074480349e-05 -1.8755313580541636e-05 0.00019416521438007364 -1.64476684408456e-05 0.0001926357631907449 8.4637445353891795e-05 -0.00029338821190896743 0.00032174883693971828 -0.00010210732386328561 -2.1053194529894803e-05 -0.00011433271616957236 -2.8765249933551279e-05 -0.00034658965338266401 -3.1825980785541447e-05 0.0012534524919590544
leaf_count=29559 4762 17071 426 572 6363 49026 15364 2822 1267 3266 621 51 582 953 1484 25567 2657 2056 33362 3913 590 314 4390 48661 59383 27052 7279 682 11764 72
internal_value=0 -0.0151616 0.00621577 0.00386045 0.0171786 0.0195284 0.0646659 -0.0178943 0.100809 0.205062 0.392993 0.119597 0.0453237 -0.0256735 -0.0272267 0.0121683 0.0747221 -0.0386224 -0.0419724 0.0070372 0.161659 0.230487 0.292943 -0.0581074 -0.0369255 -0.0513623 0.0637703 -0.0498224 0.00426946 0.24011
internal_count=361931 332372 97431 97005 79934 79362 30336 9767 20569 5205 1939 672 6945 234941 233988 47520 21953 186468 184412 37275 8705 6048 4704 147137 98476 86435 12041 1344 13248 662
shrinkage=0.000980392


Tree=5048
num_leaves=31
num_cat=0
split_feature=785 728 852 1238 923 850 140 1077 735 140 150 968 710 710 1255 707 362 486 1467 1386 902 647 590 625 899 422 427 637 898 906
split_gain=19.3142 14.3722 17.9093 23.3057 22.7717 29.4233 23.6097 21.0924 18.4399 17.7421 20.2071 17.2376 18.2268 17.095 17.0321 16.5352 17.7895 16.558 16.4881 16.4594 16.4392 16.3932 35.9611 16.2949 21.663 19.9701 16.3358 16.0864 16.9173 16.2674
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.17334222901426247 -0.86449023226567734 0.6190413382504959 1.8790564127931246 4.2406324835638474 1.356718709411544 0.056961987048755554 0.80001238754797444 2.0084989127880917 1.6693584243736712 1.1870562211658833 0.3710772719079331 0.70951313476084088 -0.57309931683719217 1.034585859977903 3.2089320700182484 -1.1241251319518577 2.0947916829856985 -0.87782724458594241 0.58895901036483078 1.3252658997982083 2.0087054795827788 2.3249880148596573 -1.0088624256762662 1.4943574423382835 -0.25462090988376379 0.20329953201512105
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 4 5 13 7 11 -8 10 14 15 -13 27 -7 16 19 -17 20 -6 -2 22 -3 24 26 -25 -5 28 -4 -30
right_child=1 21 3 23 6 9 8 -9 -10 -11 -12 12 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=4.4056650339959951e-05 -2.9686017019408371e-05 -4.0454468327169867e-05 -0.00035896040247929194 -0.00020766973542776069 -0.00038409002375152534 -0.00024098379841238339 -0.0002714879345934405 -0.0010934747067636889 0.00014531459978420964 0.00060821783591949669 0.00062630423870523987 0.00028592100122392896 -0.00022416666742522986 0.00037803511722704256 0.00045774032189388209 -0.0001144928210705967 8.7764461171130142e-05 0.00016682909365853233 0.00014992109102723663 4.0151277136299841e-06 7.5064319057077075e-05 -5.1756322584318711e-05 0.00035586341240428264 -0.00027703654164457905 0.00028333479228605875 0.0012790323607137831 -1.4051048830981086e-05 0.00061617354588697725 0.00035874243005727934 -0.00054987851381988427
leaf_count=29559 147599 4821 844 3582 589 453 2037 85 610 776 305 2145 380 405 214 5660 23295 1105 2490 11719 8135 93730 1384 2590 1053 37 15700 121 380 128
internal_value=0 -0.0156805 -0.00661344 0.0217319 0.0456061 0.206975 0.0325696 0.0441922 -0.170252 0.394822 0.203277 0.0461125 0.217623 0.0133898 -0.00564031 0.035485 0.0538651 -0.0655367 -0.0211849 -0.012356 -0.0244917 -0.0431697 0.0759571 -0.0445755 -0.0239143 -0.246931 -0.0434906 -0.101872 -0.174262 0.144237
internal_count=361931 332372 232437 74213 51251 3626 47625 44978 2647 1748 972 44893 2525 1878 667 42368 35603 6765 158224 12308 155734 99935 6205 22962 20335 2627 19282 1473 1352 508
shrinkage=0.000980392


Tree=5049
num_leaves=31
num_cat=0
split_feature=785 519 713 930 869 921 783 791 861 1229 648 704 813 566 486 1028 1443 848 565 842 896 907 1428 774 84 912 1088 1443 123 79
split_gain=18.3885 15.0187 16.9713 23.4213 22.6461 24.3719 37.2473 22.3908 31.4051 30.856 23.0149 25.4821 22.0747 21.5392 20.4363 19.8286 19.1555 19.129 17.7613 17.859 17.5932 26.2014 19.8638 17.2624 23.3094 17.1325 20.9118 16.912 16.8794 17.7737
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 2.1641256470006294 2.1059719136688364 1.8692550303841236 -0.35861621905537377 1.593744732512876 3.5086024243106082 1.1604233505739945 -0.75742693342923417 0.13351389361957308 -0.94088321437730327 1.0000000180025095e-35 2.0337706395076944 0.59871571442279004 0.41325020809808216 1.3828769186765884 1.593744732512876 2.8501099055791257 0.75082839935401824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 5 7 23 12 -9 10 11 -10 20 -6 15 25 -8 -5 19 -19 21 -4 28 27 -25 26 -2 -7 29 -23
right_child=1 -3 4 17 13 6 16 8 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.2925746028529961e-05 4.0594093913549095e-05 3.8800815934890915e-05 0.00010818462721977794 -3.3975837037836855e-05 -7.2476683204800746e-05 2.0992976373719523e-05 0.0002668122663907949 -9.5978801544661842e-05 -0.00028391079065623776 0.00031049504096602787 0.00024272478863096767 3.0437266833263164e-05 0.00011392823173687518 0.00011647614949711956 0.00030604596076360942 0.00011371667296589812 -9.7753154355496725e-05 -0.00018241990630474817 0.0012058395150458608 0.00062600558167770688 -9.0879785024946532e-05 1.3806108094432261e-05 -0.00012462488446355794 0.00056769737474448494 -0.00019733037304006917 -0.00029996266598095861 -0.00032847237251482238 -0.00015705578547296029 -0.0003967609594280752 -0.00011585465426858905
leaf_count=29559 10289 21518 6638 30444 83256 14216 4246 11130 2280 1885 2337 26967 3880 3122 1436 10827 843 302 89 232 38422 28934 13920 497 289 1302 983 3859 628 7601
internal_value=0 -0.0153882 -0.0201253 0.0159 -0.0289964 -0.0140683 0.0525169 -0.02626 0.0188422 0.0538834 0.0340006 0.0143706 -0.0458234 -0.0645973 0.0689279 0.0508337 0.21567 -0.0261929 0.360237 0.197325 -0.0535208 -0.0269429 -0.0459005 0.00338238 0.313785 -0.0195805 0.00922085 -0.0121913 -0.0182506 -0.0116316
internal_count=361931 332372 310854 55904 254950 168572 23950 144622 44599 33469 31584 29247 100023 86378 24837 23401 5089 31067 623 534 96143 57721 51083 18861 786 12574 11272 18075 37163 36535
shrinkage=0.000980392


Tree=5050
num_leaves=31
num_cat=0
split_feature=785 519 728 921 784 645 791 746 809 289 651 1437 1324 620 774 1459 854 797 797 965 414 84 965 1317 13 773 1311 21 493 15
split_gain=13.3975 14.678 17.4157 21.4164 48.1817 21.8303 21.5009 33.3531 28.3664 23.1107 21.6493 21.6177 19.5548 19.7863 19.4385 18.9126 18.8804 80.6652 21.2763 22.0158 24.474 19.0424 18.2962 18.2039 18.0629 18.7581 19.3228 18.0467 18.026 17.88
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 0.9594655836162902 0.66777575187080795 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 0.70036819076278212 1.1734518836084071 1.5033568469461875 -0.06045160922923843 -0.87473648844905705 0.63961785378869596 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 -0.010139945829889745 0.10980254379742337 0.91268718353196443 -0.17189113104522832 0.30711866236834834 0.052484712102878438 -1.6471741456694959 1.7658743032110651 0.27152336588760845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 6 14 -6 16 8 9 -8 15 12 13 23 -5 24 17 21 -18 20 27 -4 -2 -10 25 -11 -27 -20 -17 -12
right_child=1 -3 3 4 5 -7 7 -9 11 10 29 -13 -14 -15 -16 28 18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.6648200093371673e-05 5.3376661073384007e-05 4.0377275757281047e-05 -0.00024600010444661413 -4.9128867076190417e-05 0.0001030090542434359 0.00035998018216585085 -0.00029667720637245669 0.00011050764490003649 4.1671104450769087e-05 -0.00012303561908639295 0.00058783273466345609 0.00024783834571326082 -0.00010966025679876066 0.00024705791041747987 0.0001494818792161516 -1.6170130589184648e-05 -4.3008843080696983e-05 0.00028137382385373281 0.00060829805049264659 -0.00018319424008258925 -0.00023213763003540874 -6.818213076599755e-06 -2.6361155793053673e-05 -0.00016009621118779542 -0.00023451782246187937 -6.0125481094752751e-05 0.0005739318102028657 -2.7845056787918753e-05 0.00050035652534114751 -0.00010997091153925481
leaf_count=29559 31913 21518 3436 23492 6278 2004 5765 10171 16274 4710 461 1630 6412 2218 2680 7919 102546 3633 275 15813 4003 3793 27270 2973 7692 726 566 15390 507 304
internal_value=0 -0.0132014 -0.0178883 -0.0272392 0.0262129 0.169337 -0.0368086 0.00012782 -0.0270111 -0.0973995 -0.064925 0.0188077 0.00146607 0.0362575 -0.0267382 -0.0841976 -0.0532005 0.0376403 -0.0616505 -0.114823 -0.0606286 -0.116898 0.0172432 0.0120898 -0.150881 -0.0309898 0.243323 -0.0174572 0.0153937 0.310252
internal_count=361931 332372 310854 251671 34454 8282 217217 68328 58157 28650 22885 29507 27877 21465 26172 22120 148889 10862 138027 35481 19668 7229 59183 19247 13694 6002 1292 15665 8426 765
shrinkage=0.000980392


Tree=5051
num_leaves=31
num_cat=0
split_feature=614 1077 959 795 705 470 854 797 794 851 1370 1329 728 484 539 1040 659 843 294 830 777 119 832 773 835 694 768 1456 538 909
split_gain=16.6768 19.4758 18.8323 21.2464 26.4684 20.9883 20.8794 63.6341 21.5842 21.9815 20.7954 19.6964 19.9179 24.9937 22.6954 21.4541 20.837 20.5041 19.4269 19.9344 20.6484 18.8745 22.7759 23.7564 19.188 18.5712 17.972 20.2171 17.894 19.8304
threshold=-1.0625654336828987 1.4357019976763823 -1.2907225086880219 -0.29258408639884992 0.28191752204954684 0.66595742291584703 -0.87473648844905705 0.63961785378869596 2.2041218380651819 0.68308976018130074 0.70223084764880606 1.5913166995842298 -1.3163276726681863 -0.36962221474058471 1.6593606958601528 1.7220002970123383 2.2359170208873898 1.4283687790122588 0.26906535884892818 0.90765045146119727 2.0465802562860493 1.0000000180025095e-35 -0.10282351827283918 1.0697711959540106 1.7538554666622967 1.8079486518028536 1.9376207329178159 0.11689593787942389 1.0226942023247645 1.0905653751305582
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -4 21 7 -5 11 -10 26 12 14 16 15 25 -14 28 19 20 -19 -6 23 -23 -24 -8 27 -2 29 -15
right_child=2 -3 3 6 5 -7 8 -9 9 -11 -12 -13 13 17 -16 -17 -18 18 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.3771484542496117e-05 3.7959357511450234e-05 8.1256831436229485e-05 -9.4383312191253166e-06 -6.4123201085452389e-05 -1.2437400492440443e-05 0.00014110714198517811 0.00012025933973322151 0.00025963256571715794 0.00010582051402701759 -0.00026571705600560359 -0.00015726654785711618 -0.00015474025449042098 1.3342348333233475e-05 -5.4024020563502754e-05 -0.00024167233755742888 0.00039268844996946119 -0.00021416523106657952 -8.2855720952126088e-05 0.0003090502696792163 0.00039110716271340299 0.00086190438955516908 0.00014924450845969566 -3.9169696762368583e-05 -0.00030330852060910088 0.00034524284691114901 -8.4185544029563323e-05 -0.00024991067300280349 -0.00015307977482077487 -0.00023610356360109089 -0.0001965789285152107
leaf_count=83458 17769 7698 53613 7087 21935 11249 6270 4430 8671 936 11038 7168 36361 29951 975 914 2326 4667 1080 495 95 13504 7846 550 671 3183 2035 4919 4711 6326
internal_value=0 -0.0426958 -0.00225334 0.00424307 0.027412 0.0611655 -0.0159022 0.0726891 -0.0255816 0.0751793 -0.0594402 -0.0353403 -0.0273056 -0.0397868 0.057667 0.0886877 0.00139089 -0.076853 0.0409694 -0.015207 -0.0612009 0.0382718 0.0809595 0.134217 -0.0096148 0.057169 -0.0196125 0.000984325 -0.0970465 -0.08013
internal_count=361931 91156 270775 235014 109368 55755 125646 11517 114129 9607 35761 104522 97354 86012 11342 10367 38687 47325 6337 5257 4762 44506 22571 14054 8517 9453 24723 22688 40988 36277
shrinkage=0.000980392


Tree=5052
num_leaves=31
num_cat=0
split_feature=614 1077 1322 518 570 1312 708 350 704 487 902 1262 1044 215 568 7 403 351 7 351 431 81 1211 346 361 570 1035 152 692 1112
split_gain=9.36451 19.073 16.1129 16.4271 14.348 15.7521 14.5474 16.024 15.0918 14.4118 14.2461 16.6585 21.4763 14.8122 15.1241 16.2658 16.1026 15.3749 15.5156 15.4685 16.0176 17.1934 14.64 14.4617 14.7029 14.1118 13.8043 13.7541 17.6743 15.3251
threshold=-1.0625654336828987 1.4357019976763823 0.60268780627642382 2.1928618965940192 -0.31664260735698702 -0.17042294787885293 -0.85270619800307579 -1.2616578929278031 0.27345725304703827 0.47747033937827782 -1.2592235350366694 3.9977994974633462 -0.5239932905626834 2.2116149279191819 -1.1949010994468743 1.3921985971744182 3.308905084405207 -0.80497683701809308 -1.201826870524582 -0.35968445794716836 1.8501656426953772 2.3143409531021821 0.6209670985463569 1.9340755753923018 1.6974481383972047 -0.27083371988258931 0.41322151856453088 0.74733494702576442 0.27979593823166987 2.3402691433792242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 27 8 9 -6 -8 11 -2 -13 -12 -15 16 17 22 -19 20 21 -20 -16 24 -17 -9 -24 29 -29 -3
right_child=10 2 3 -5 6 -7 7 25 -10 -11 13 12 -14 14 15 23 -18 18 19 -21 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0019715010189834048 -0.0044426025756940718 -0.016730051041501558 -0.00905737158067829 0.043048337989172389 0.016571396151775185 0.011920073135863629 0.07065376783481736 0.054777338138596643 -0.038408382791631002 -0.0087384966790778895 0.00016982505722206652 0.060752986244324896 -0.023884854610525683 0.020849312668482032 -0.016511525018555375 0.027294259904163388 0.083389103924630004 0.025445090573643681 0.010275816370145706 -0.0024844204347153208 0.050209948113195013 -0.037454721846173877 0.033677693262413926 -0.067845207136316435 -0.045432297025569446 0.01260016857214618 -0.033851131140589623 0.030942152794502228 -0.025089731081523355 0.053404997510444766
leaf_count=83458 13794 1133 1705 82 199 1559 146 140 163 76 249328 92 80 701 971 573 23 343 1491 2935 98 91 139 29 41 2112 46 228 115 40
internal_value=0 -0.0273315 0.0975886 -0.117773 0.164731 0.0481215 0.309577 0.386013 -0.192762 1.05211 0.00313302 -0.0775692 0.626741 0.00664012 0.101308 0.0713272 0.037672 0.0302156 0.0788525 0.0459435 0.204774 0.152423 -0.209491 0.402488 0.463539 0.312855 0.335599 -0.127787 0.265558 -0.270778
internal_count=361931 91156 7698 1787 5911 3075 2836 2474 362 222 270775 13966 172 256809 7481 6780 6137 6114 4958 4615 1680 1582 1156 643 614 2252 185 1516 343 1173
shrinkage=0.05


Tree=5053
num_leaves=31
num_cat=0
split_feature=1028 407 1456 1452 560 823 1460 67 1083 1459 1454 777 974 1450 145 1103 795 758 754 588 706 273 695 1356 747 841 565 785 513 660
split_gain=16.3052 23.9847 18.332 18.33 25.7614 25.5893 23.7191 18.5792 17.9897 19.3399 21.1271 18.8168 18.5585 18.6893 17.7056 17.4354 17.371 24.6233 25.8207 23.1387 21.7161 20.4486 20.2744 20.1188 23.2903 20.2478 17.9888 17.2343 20.279 20.2009
threshold=-0.96688480048775205 -1.2965003005540392 0.086884870144167459 0.59388296513046446 0.62522393566729606 -0.277660549730326 0.9504607190545632 1.7832577399177876 1.0000000180025095e-35 0.40413748344094969 3.8331818028246452 -0.84273777138110206 1.3913630271989776 -0.10640331734405503 -0.75927764780365392 1.0000000180025095e-35 -0.29258408639884992 -0.1354147541679151 2.3218875611781908 2.250834115212506 1.6846785363603172 -1.4062429412021196 2.737480222402255 1.0000000180025095e-35 2.2668746584208797 -1.3016806396003069 -1.8945369960815635 -0.86283290253235112 1.0454229551509682 -0.72421686037558375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 8 4 6 14 -4 -6 9 10 11 -1 -13 -14 -5 -2 17 18 19 23 -19 -22 -21 25 -25 -3 -18 -27 29 -29
right_child=1 16 3 5 7 -7 -8 -9 -10 -11 -12 12 13 -15 -16 -17 26 20 -20 22 21 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=9.5213353844223194e-05 4.4091670594149493e-07 -0.00028002953843907956 -0.00026018872315438811 0.00052862949957514825 -4.4364126670200219e-05 -0.00020716309818520455 0.00013627366635329114 0.00051881017189719177 -8.6952030475339541e-05 7.5822366586777014e-05 0.00056461015977772827 -7.847609279005686e-05 -4.8410401028078684e-05 0.00026806119159555517 6.3707028812618e-05 -0.00011369735943710549 -0.00039800608224890876 -3.1342057770157445e-05 -0.00018400842046619706 0.00024863354042545672 -0.00037534207834826681 0.00016253469035237042 -0.0010028644490334148 0.00013303036890626124 -0.00033966116012096586 0.00011376331137542269 -1.0666806912901572e-05 7.7215942102223001e-05 0.00015030807390339662 -6.3477287987712672e-05
leaf_count=5826 15522 1272 11928 675 4432 2070 1061 314 22044 14028 255 33102 2471 1704 2035 20538 891 40821 3029 3486 541 5064 56 14638 480 9867 117344 6605 3342 16490
internal_value=0 -0.00180494 -0.0398112 -0.110469 -0.151516 0.0415578 -0.223852 0.00246328 -0.022141 0.000873549 -0.0281068 -0.0336337 -0.0565812 0.0916681 0.203608 -0.0657047 0.0058836 0.0271568 0.0566777 0.065595 -0.0137142 0.125281 0.232706 0.0534833 0.12002 0.0251172 -0.0128553 0.0338358 0.00499544 -0.0204113
internal_count=361931 259986 101945 22515 17735 4780 12989 4746 79430 57386 43358 43103 37277 4175 2710 36060 223926 105691 59265 56236 46426 5605 3542 52694 15118 37576 118235 36304 26437 23095
shrinkage=0.000980392


Tree=5054
num_leaves=31
num_cat=0
split_feature=785 487 898 629 760 1114 844 557 6 486 205 414 700 80 18 1217 1181 716 209 842 971 947 357 357 657 1052 16 283 572 285
split_gain=9.2919 10.137 14.1291 14.5507 13.4738 15.895 15.1851 13.0183 17.9479 13.7028 18.942 15.6056 14.9432 14.2159 13.1686 13.1533 12.7498 12.3915 13.358 12.3506 14.9618 14.8496 13.6976 20.0742 19.1035 16.6736 15.8603 15.7218 15.6113 15.4123
threshold=-0.86283290253235112 1.8321264847951528 2.9220139145376121 2.4195367372472609 0.36761870825948872 -1.3903545825522479 0.83509184863868524 3.1698499116728711 0.34207331874430696 -0.42303152053637455 2.8984225976606797 0.52635629671914641 -1.3215676011246824 -0.73499341033210397 0.31303136987707242 -1.0000000180025095e-35 -2.1041844745458547 -0.69209399053639031 0.93213047393259929 -0.37408010311009943 2.1563008179639627 2.6219242827724192 1.5831817504844528 0.458142636214178 -0.29429909822911982 0.14539647816020163 -0.30168197003410863 -0.53646502158218989 3.9520978280216021 -0.036218544764069251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 9 -9 16 11 12 -11 -13 15 -15 -6 18 -7 21 22 -19 23 25 -25 28 -26 29 -21 -27
right_child=1 2 -4 -5 7 17 -8 8 -10 10 -12 13 -14 14 -16 -17 -18 19 -20 20 -22 -23 -24 24 26 27 -28 -29 -30 -31
leaf_value=0.001771611136854439 -0.00019542624200795264 0.031185042094047457 -0.037303348495683786 0.019012518666183927 0.08342336348947639 0.035718644874974864 -0.029901877121016291 0.067985961110978418 -0.042423569341135489 0.059431404538204904 0.10476080227594942 -0.052447164773607925 -0.014847565074621857 0.10080937086991562 -0.014198562873684581 0.022537868116358949 -0.01532165538845299 -0.0088784259618711753 -0.054020564932626927 0.0042600493204589208 -0.027161180002740135 0.071466614659102465 -0.018145664313353429 -0.0019365017689223539 0.058140449370282891 -0.0013878944751944931 0.01676895147474023 -0.020982369830735169 0.077072823040129718 0.067432478212920907
leaf_count=29559 312853 350 372 413 29 153 97 60 54 35 25 46 717 58 50 63 4850 5323 35 3134 331 28 490 400 195 612 308 1202 38 51
internal_value=0 -0.00681242 -0.0678128 -0.059802 -0.0726676 -0.0281307 0.424292 -0.193822 0.667451 -0.216341 0.0545914 -0.00932465 -0.196179 0.583763 0.841851 1.24337 -0.293664 -0.0473724 0.503206 -0.060223 0.00931767 -0.163997 0.0357421 0.0708755 0.395139 0.00199531 0.674757 -0.212018 0.107093 0.098131
internal_count=361931 332372 19519 19147 18734 12747 447 5987 114 5873 994 969 752 217 171 121 4879 12300 188 12112 6761 5351 6430 5940 903 5037 503 1865 3172 663
shrinkage=0.05


Tree=5055
num_leaves=31
num_cat=0
split_feature=1097 407 61 713 139 693 412 1396 1358 1397 487 1175 1053 1312 317 620 969 616 1455 1395 50 56 1296 1023 1451 1169 215 1427 852 983
split_gain=15.7929 19.7309 18.5274 17.8204 19.6431 22.15 22.8689 17.7386 17.4685 16.4337 18.2751 19.4737 17.6666 16.322 16.0537 17.6257 18.8719 16.0967 16.0531 16.0051 16.0028 26.0849 20.926 21.2537 22.5496 21.3096 19.4887 19.3667 18.1759 20.0184
threshold=-0.64966988391888181 -1.2965003005540392 1.0000000180025095e-35 1.0000000180025095e-35 -0.7067472895968705 -0.27896272127554361 1.0000000180025095e-35 -0.61261747834693236 0.48172645892998917 -0.3531486529213746 0.12739066134919777 -1.2654726045166276 -0.85624993758628121 -0.55114573807537404 1.0000000180025095e-35 1.5209264779549863 -0.27438587380478469 1.0032126598012274 0.46304910557563933 0.45872584394091459 1.0000000180025095e-35 1.0000000180025095e-35 -0.43652631067203845 -0.92662490140568188 1.29793094255838 0.77241039982938642 -1.2360170231263641 0.48575677691355118 1.0747610123934368 -1.233714948311688
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 7 -4 5 -5 -7 8 -1 12 -11 -12 -10 18 15 16 17 -2 -9 -13 21 -3 23 -22 25 27 -23 -25 -24 -30
right_child=1 20 3 4 -6 6 -8 13 9 10 11 19 -14 -15 -16 -17 -18 -19 -20 -21 22 26 28 24 -26 -27 -28 -29 29 -31
leaf_value=-9.454372627895628e-05 -0.0001570112453531333 -6.4956446163493418e-05 1.1973508006750827e-05 -0.00018713177040081212 -0.00015382213845510577 -1.2686253956661574e-05 0.00036912301975052268 2.7523656770647162e-05 0.00044672626394512269 7.2749191583398076e-05 -0.00033348265682780494 0.00086617020451524218 -0.00014177825212491655 -2.0745964224358434e-05 -0.00012041897814588635 -0.00024083585360266924 9.8340867469511883e-05 0.00025242465521628678 0.00019285288444022454 -0.0012791482340244833 -0.00017729301742604818 -0.00020328356835237326 3.011723351776167e-05 1.8282159762957228e-06 -0.00018124673619022066 -0.00013480023491625742 1.9598129155650111e-05 0.00013522468869774817 0.0004766372252781719 0.00010266899654019063
leaf_count=22413 4347 46985 9003 3300 24819 3611 1144 13188 325 1273 194 600 2351 34278 16739 1601 7892 770 4183 32 4222 2434 63090 18189 2851 4387 52306 6519 677 8208
internal_value=0 -0.00171446 -0.0368262 -0.0836937 -0.11616 -0.00338755 0.100733 -0.01462 -0.0674731 0.0774474 0.253773 0.593124 -0.0569987 0.0131655 -0.063791 -0.00473048 0.0270552 -0.0996439 0.073226 0.794186 0.00524287 -0.016946 0.0227986 -0.0205154 -0.00285007 0.0154771 0.0122065 0.0381603 0.0438634 0.13348
internal_count=361931 241217 120714 41877 32874 8055 4755 78837 27188 4775 2099 826 2676 51649 31349 14610 13009 5117 17371 632 209868 101725 108143 36168 31946 29095 54740 24708 71975 8885
shrinkage=0.000980392


Tree=5056
num_leaves=31
num_cat=0
split_feature=470 257 56 148 359 1466 1151 1430 1117 560 675 465 553 973 830 479 1311 1470 491 1226 1312 694 948 777 417 331 1127 702 140 1428
split_gain=9.09572 16.4541 18.8877 17.2906 16.8261 16.7525 15.6184 17.5239 16.7798 16.3955 15.765 17.8871 18.01 15.714 15.3341 17.3615 15.6742 15.1329 15.3862 14.7965 14.5066 14.9683 17.9933 14.3556 14.3096 16.4239 16.41 14.2316 14.1667 20.0468
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3308989143581884 1.472043912993436 0.51364500316626394 1.481418445396719 1.4660437873930479 -0.13808386000442488 1.872806888455649 1.3006397995630099 -0.64999751152946472 -0.351130543245389 -0.73215724334620458 1.9329096456298644 0.21059245734766685 -0.44335749270520985 -0.43211225828178224 2.3294386862928724 2.7860623538189473 -0.40351853371345775 -0.15524289230211807 -0.65751726450538361 -0.6216356136218778 -1.3582647269803283 1.0220191309364621 1.0000000180025095e-35 -0.9318362961745511 0.034042560309832666 1.8149162610659533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 19 14 7 9 13 -7 11 12 -8 -9 -3 17 20 18 -16 28 -17 22 -22 -12 -10 26 -26 -27 -5 -30
right_child=-2 5 3 4 -6 6 10 8 24 -11 23 -13 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0039302016885132745 0.00035363793723854303 -0.0010917785802892 -0.02144313254890904 -0.00094445134397902778 -0.027330021830431324 0.0020295397140886354 0.017039772083884581 0.002293370980611329 0.043786070453660016 -0.013576443082297796 -0.025798625186477915 0.021258038362589771 -0.032768760488349535 0.039187329428646563 0.0026966659462037668 -0.0077431821846356249 -0.017545168243794144 0.017473541101652414 -0.067006024516088655 -0.02809462014095078 0.066976885750927792 0.060258652883022339 -0.030406054670436024 0.075150182017807626 0.0018907733003911105 -0.038672129352012113 -0.037880275202117335 0.052863068024340314 0.007553896725427234 -0.023931160609033116
leaf_count=61561 191352 69834 751 10051 369 12316 152 201 87 984 21 706 188 368 836 322 766 1614 40 317 32 107 109 68 614 24 155 87 7489 410
internal_value=0 -0.0173515 -0.0498985 0.0178483 0.0312391 0.00215387 0.0681974 0.0473556 0.256149 0.0179903 0.30955 0.229655 -0.178085 0.540509 -0.013498 0.126883 -0.109414 0.226916 -0.0123673 0.041615 0.1877 0.620047 0.0292478 1.10904 0.0887046 0.00673057 -0.108439 0.716644 0.0505081 0.125646
internal_count=361931 170579 80948 19387 18636 89631 15971 14836 1536 13300 1135 1046 340 569 73660 3826 1336 2490 876 18267 570 248 141 89 967 880 769 111 17950 7899
shrinkage=0.05


Tree=5057
num_leaves=31
num_cat=0
split_feature=253 1465 1465 21 1460 1459 1022 278 628 1045 1395 1452 1465 1453 1463 1452 1452 1467 1450 1462 1467 1453 1457 1454 1454 1434 1450 1459 1116 1469
split_gain=8.95938 13.5366 31.1659 21.273 19.6642 26.6752 23.1695 19.3606 17.7367 18.8211 18.5844 17.7334 35.1846 30.3334 33.8561 24.4249 45.8035 33.8921 39.6012 32.6121 32.2293 51.0168 29.8119 26.7158 31.3163 26.369 25.3276 25.5992 28.9932 27.7576
threshold=1.0000000180025095e-35 0.37973282798721492 0.42261052687510853 5.6334739196327623 0.27817603692269882 -0.16909159747159788 1.0000000180025095e-35 -0.093038590175286193 -0.59379703479799739 1.682683958986392 2.2110996815806661 -0.63504016340352343 -0.20798260678681882 0.95496318747388242 0.97777839282527668 -0.37083480438412358 -0.36594460794295663 -0.50720418024416702 0.047327385624152674 1.1061400540281336 -0.36323917762374175 0.21713746504890322 -0.39785226149588032 -0.82542789839051101 1.0000000180025095e-35 1.0000000180025095e-35 -0.1866241178632945 -0.20658587490550656 -0.19346153909902566 1.7225881306221138
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 6 -3 -4 10 -10 -9 12 -1 14 -14 17 -17 18 19 26 21 23 -23 -19 25 -25 27 28 -13 -30
right_child=-2 2 7 -5 -6 -7 -8 8 9 -11 -12 15 13 -15 -16 16 -18 20 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0038453014580871743 -0.001018053711848256 -0.01679939665515506 -0.0010257413058171558 -0.087488644404287275 -0.00042404635694654635 0.037306314843066436 0.025318196538891058 0.00023838108921022479 0.0047209754559887039 0.021121181529417429 -0.029879820986594252 -0.016507868663442761 -0.0080943010974332489 0.0097073550065574828 0.011022012439070736 0.035438324734417229 -9.4526721446020121e-05 0.016607538555657123 0.0010315455477181426 0.026582527235090799 -0.0030835875666737366 -0.016032052105630409 0.033169819795976961 -0.0052752767645230245 0.014328993567531704 -0.035939075540919088 -0.028774886985488263 -0.019800019490105191 0.013963074985476135 -0.034082190391547813
leaf_count=30972 130126 341 24888 22 654 700 347 7594 15120 926 278 1466 10168 1920 1331 396 97531 946 3576 249 22437 190 998 1371 674 536 1694 2996 1260 224
internal_value=0 0.00528643 0.0378928 0.304878 0.329612 0.470231 0.13925 0.0260102 0.0702551 0.113471 -0.0148813 -0.00436698 0.0353279 -0.0653655 -0.112957 -0.0178304 0.00173986 -0.0682003 -0.178706 -0.278941 -0.0239642 0.148663 0.525597 -0.00381851 -0.129645 -0.293287 -0.309447 -0.234547 -0.0746793 0.153048
internal_count=361931 231805 50870 2064 2042 1388 688 48806 23918 16046 7872 180935 44391 13419 11499 136544 97927 38617 11465 7889 27152 4715 1188 3527 2581 1907 7640 5946 2950 1484
shrinkage=0.05


Tree=5058
num_leaves=31
num_cat=0
split_feature=1097 1457 408 728 21 689 74 1185 866 191 871 212 359 1463 1467 702 1181 542 494 1297 701 1388 1380 905 1048 432 1112 690 1450 147
split_gain=8.96641 16.7029 17.7491 25.5558 21.1626 21.1169 19.4185 17.8972 17.872 17.2183 21.0617 18.8363 17.9198 16.4029 16.585 16.2225 19.4062 17.7017 24.6847 18.1264 18.3756 17.3186 20.6172 16.7106 19.8277 17.4338 18.5221 18.3806 16.2027 16.2006
threshold=-0.64966988391888181 1.2916200332612386 -0.34083657021421804 -0.90320472132347296 1.189441983669046 -1.1110989058077336 0.88332126679369083 1.0320510541536529 -0.67375759197929208 1.0000000180025095e-35 1.0000000180025095e-35 0.070707987291349805 0.25092103090845547 1.418130563044764 4.5114904631235966 -0.29021401301336286 -1.6209697028869485 1.0000000180025095e-35 0.56135792054758116 2.027125411768508 -0.093841553666982574 -1.4891736283039381 -0.3353049161158802 -1.5517501886204375 1.5554697853548645 -0.20050642921846304 1.239539550692897 0.036651350098045682 0.68774535640845547 -0.54444506923697777
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 8 -8 -1 10 11 -4 15 14 -7 23 -17 19 21 -18 -21 -19 -23 25 -25 26 -11 -27 -14 -13
right_child=-2 -3 9 4 -6 13 7 -9 -10 12 -12 29 28 -15 -16 16 17 18 -20 20 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.016660733181257773 0.00023694313801892846 0.0031191347378888199 -0.0027866441330837138 0.0016635681872648835 0.006773313328415298 -0.0085726790383005656 -0.015406234788692153 0.050248119627575541 0.0015860040802512137 -0.0045813515894352506 -0.0095830040753105191 0.013294750159910416 0.0003868100387038096 0.003224918318727254 0.040833490262168232 -0.025059251719820087 0.018558978584929529 -0.038673146540495765 -0.011685722281212766 -0.036117474079275659 0.084642538226655503 0.03424845348973618 0.0054313287858360169 0.002650081309000673 -0.018069944900515323 0.017343159601496298 0.068849767023739114 0.083965487378709056 -0.014625269701905858 0.00078004168119287596
leaf_count=1408 241217 12217 19594 5353 1953 30008 1254 57 6538 585 7660 2105 8314 2160 70 341 1823 145 920 25 85 661 1031 8000 810 226 52 187 1246 5886
internal_value=0 -0.0218572 -0.0331251 -0.0710619 -0.104414 -0.121091 0.0404398 -0.2406 0.0841083 -0.00298071 -0.0410045 -0.0131009 0.0493783 -0.14875 -0.167089 0.108979 0.226653 0.262025 0.121486 0.437246 1.2948 0.295704 0.356228 0.0437613 0.0101603 0.409422 0.110947 0.919726 -0.0332585 0.0914211
internal_count=361931 120714 108497 48801 39544 37591 9257 1311 7946 59696 35245 27585 24451 32238 30078 14891 5031 4690 2757 1933 110 1837 1692 9860 8810 1050 637 413 9560 7991
shrinkage=0.05


Tree=5059
num_leaves=31
num_cat=0
split_feature=785 519 728 921 784 990 791 746 809 289 1437 651 1324 620 774 965 1459 13 773 1311 1113 1317 493 15 910 624 539 1098 276 1423
split_gain=16.1784 13.3336 18.2781 20.6765 46.0887 21.6769 20.5466 31.3561 25.1894 21.769 21.7201 21.3347 19.6491 19.5503 19.4475 18.7631 18.657 18.1602 18.5474 19.2687 18.1316 18.1007 17.9352 17.7305 17.6104 18.9188 17.5385 19.4582 19.1513 19.6691
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 0.9594655836162902 1.09266583130301 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 0.70036819076278212 1.1734518836084071 1.5033568469461875 0.10980254379742337 -0.06045160922923843 -0.17189113104522832 0.30711866236834834 0.052484712102878438 -0.2704948086101468 0.91268718353196443 1.7658743032110651 0.27152336588760845 1.595931724233711 1.2399369616322027 1.6593606958601528 -0.37373492001924641 2.5128645490512462 4.1230904945724207
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 6 14 20 -4 8 9 -8 12 16 13 21 -5 26 17 18 -11 -20 -6 -10 -18 -13 -17 -26 27 28 29 -2
right_child=1 -3 3 4 5 -7 7 -9 10 11 -12 23 -14 -15 -16 24 22 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.1319412016437266e-05 0.00010980210234494826 3.7659340737478075e-05 -5.1921271397398817e-05 -4.9178790320239552e-05 0.00021973987137908352 0.00037048703345802727 -0.0002879011981754818 0.00010623212592359669 3.9021997735153731e-05 -0.00011904852038074241 0.00024571724651558654 0.00058720732152452767 -0.00011272890975360917 0.00024309629608351664 0.00014965166197818963 -4.6750795065105398e-05 -1.3857279654016041e-05 -0.00023172766242978541 -5.7826951280608009e-05 0.00057608639710111931 -8.3892887765979818e-06 -0.00016220173696097705 0.00050195894184349864 -0.00010813163154053546 5.0966726147161125e-05 0.00050924574583785704 -0.00017815233817029561 2.3046384640439166e-08 0.00060516816293845407 -0.00094333836634989318
leaf_count=29559 16238 21518 148889 23492 3107 1788 5765 10171 16274 4710 1630 461 6412 2218 2680 24212 7919 7692 726 566 3387 2973 507 304 2560 498 1363 13805 365 142
internal_value=0 -0.0134546 -0.0179258 -0.0275114 0.0250462 0.16514 -0.0369214 -0.000792626 -0.0271444 -0.0936354 0.0159962 -0.0621407 -0.00138469 0.0334979 -0.0267737 0.0180979 -0.0813152 -0.147663 -0.0272502 0.245809 0.105705 0.00946849 0.0177204 0.31055 -0.0266202 0.137622 0.0558146 0.0680499 0.11789 0.106312
internal_count=361931 332372 310854 251671 34454 8282 217217 68328 58157 28650 29507 22885 27877 21465 26172 59183 22120 13694 6002 1292 6494 19247 8426 765 27270 3058 31913 30550 16745 16380
shrinkage=0.000980392


Tree=5060
num_leaves=31
num_cat=0
split_feature=800 791 519 726 854 797 150 630 867 564 312 400 218 914 1249 503 1116 485 933 451 289 570 755 762 217 1193 1041 947 489 1103
split_gain=8.91931 12.6953 25.3162 24.9224 32.2789 55.5394 23.9632 21.3174 23.1673 20.9081 20.149 20.056 19.4439 19.3506 25.2589 19.0735 18.7212 18.2811 18.2635 20.0233 19.0684 17.9862 17.9412 19.8576 22.3355 20.4698 17.3162 17.8037 17.2211 17.0822
threshold=-0.57812715656594349 1.0000000180025095e-35 0.65569131416984383 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 0.012551337856334345 0.034761250889893243 -0.72818492217606867 1.9546110090380651 -0.32601637393403859 1.0000000180025095e-35 -0.74669398329403625 -0.12057945792935588 1.3162207633048641 0.092080427462617534 2.8395370799469446 1.4865746824057771 2.2214874143667376 1.0000000180025095e-35 -1.7217029309526393 -0.41971260417438189 0.27356497111670858 1.6768205750143117 -1.6788033122981985 0.31822789997087464 -0.65253969212154261 3.6025679908205368 2.1855925847290441 0.84977095461526109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 13 5 -5 29 8 18 -8 22 16 -13 -2 17 -11 21 -15 19 -3 -20 -6 23 24 -9 -25 27 -23 -12 -4
right_child=1 2 6 4 11 -7 9 10 -10 15 28 12 -14 14 -16 -17 -18 -19 20 -21 -22 26 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010036703385797939 -0.00088113460596374272 -0.0018612362636287836 0.0029356694237969564 -0.0030326889068872168 0.00096838153199976329 0.013115885480012425 0.011122821396090747 0.064442525621301025 -0.0003415570721424032 -0.0010270470420664995 -0.00094470438778663634 -0.0089166155890783652 -0.00296886238660441 0.0049947168497369585 -0.0090230530492942506 -0.054957749969997617 0.015199357451445567 0.018814629142037912 -0.065505874846284298 0.0080968824926288801 0.022935699929472891 0.0021059377317268818 -0.012954430098349207 0.0680527391003201 -0.0046806946631145502 -0.035643553442424369 -0.0039450867713717872 -0.056045759937429253 0.019819927896221935 -0.0097561269984039918
leaf_count=72433 16192 5181 9344 6608 31724 4377 6415 68 39808 319 17593 11628 49149 12255 1911 114 940 1236 48 6881 856 11246 7194 86 8795 44 37089 73 613 1711
internal_value=0 -0.00890572 0.0126712 -0.0208185 -0.0341926 0.0829582 0.088609 -0.00630458 0.0229358 0.190044 -0.0581703 -0.0448289 -0.0791202 0.0377422 0.0968188 -0.270575 -0.0202016 0.128646 0.109521 0.0823464 0.401777 -0.0243795 -0.131835 -0.0660426 -0.0818729 0.821985 -0.054508 0.0333364 -0.0041953 0.021351
internal_count=361931 289498 105070 184428 152834 10985 17903 87167 52774 6848 34393 141849 60777 31594 15402 433 81072 13491 12966 12062 904 80132 16187 8993 8863 130 48408 11319 18206 11055
shrinkage=0.05


Tree=5061
num_leaves=31
num_cat=0
split_feature=705 1116 588 781 854 797 1389 942 843 828 533 909 907 21 415 1465 1463 1468 360 914 21 1468 1452 1462 1451 1459 1459 1450 1451 1459
split_gain=8.85239 18.3334 18.1656 18.46 19.9178 22.393 19.063 17.7614 18.0125 20.2469 20.2414 18.9088 18.7561 17.4837 17.6555 17.6414 27.6447 21.9027 18.1885 19.3018 17.864 17.6966 30.4068 35.6589 25.1078 33.5588 28.6543 28.3308 28.1392 27.4275
threshold=0.32046342343737316 -1.0477340759045499 2.250834115212506 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 -1.0887586448728779 3.1241105236897999 1.4283687790122588 1.2125364526725464 1.0000000180025095e-35 2.2320253790698321 -0.25678434273703865 -0.70163543588998201 0.2264213153749168 -0.41120921193798426 0.63242675378998692 1.5815342945870006 1.4514664246985398 1.0296002065474419 0.2439032738895319 0.82408035764145182 -0.54821669753984092 0.41759252774457617 -0.3696754656029177 -0.16909159747159788 0.53912233727729608 -0.15751379913150657 -0.38148994849378032 -0.21796010057343798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 -3 5 6 -5 8 10 11 -6 -10 -13 -1 15 16 21 20 -17 -20 -18 24 -23 -24 25 27 -27 28 29 -15
right_child=1 2 -4 4 7 -7 -8 -9 9 -11 -12 12 -14 14 -16 18 17 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010530503879919056 -0.0047004743729889414 0.0015191001805590165 0.005591349314281055 -0.04598083669884484 -0.0062963429743950238 0.012235199020389389 -0.00055122089177313217 0.020405823751536226 0.0034288319857933717 -0.013248967734253242 -0.00082662934648439234 0.014750542227640795 0.068108503753865401 0.0033631334252603468 -0.0037837881138097045 -1.664780400203074e-06 -0.0009964866829690602 -0.017611440837878613 0.0097091520331019643 -0.012546335680966712 0.012364683136337056 0.015666274700218662 -0.014323698822993756 0.017001878004451243 -0.0080519017434723828 -0.013764417903215058 0.0048456126908797163 -0.0041482071616798987 0.042421044117513219 0.030866258804134697
leaf_count=66354 11538 82487 8546 145 20812 2371 1978 375 5462 934 17623 334 81 4172 38664 56192 2503 605 4433 655 3037 1480 1872 678 17456 4559 1494 4318 296 477
internal_value=0 0.0105531 0.0167382 0.00960049 -0.0260801 0.111219 -0.06586 -0.0419119 -0.0467157 0.0595832 -0.067561 0.10639 0.535705 -0.0132897 -0.0280203 -0.0126999 -0.0508233 0.0928841 0.0125875 0.143579 0.136387 -0.0771838 0.0684171 -0.100449 -0.0968939 -0.0248242 -0.167289 0.0672769 0.18867 0.139028
internal_count=361931 152686 141148 132602 50115 4494 2123 45621 45246 6811 38435 5877 415 209245 142891 104227 42947 6145 61280 5088 5540 36802 4030 2550 32772 15316 6053 9263 4945 4649
shrinkage=0.05


Tree=5062
num_leaves=31
num_cat=0
split_feature=862 261 1249 1398 1247 905 294 1128 810 1052 701 800 294 78 292 279 215 1052 1393 347 155 1040 690 1365 564 1398 1254 953 629 770
split_gain=8.78876 11.4916 12.4278 12.5028 15.8257 16.0591 15.8493 17.1113 15.5946 13.0365 12.484 12.0269 11.9809 11.8954 11.3605 11.2428 11.0469 11.006 11.7593 11.8306 11.8573 10.9792 13.5072 11.5122 10.5684 10.4249 16.0625 14.5276 13.3469 13.1761
threshold=-0.97446007815901359 2.1775222360406636 2.2433952200892109 1.9685846156649094 -0.034598139559564998 0.02556388204619672 0.88343643140346295 0.21925577604014246 1.0000000180025095e-35 -0.060013427925727156 -0.10430789422313427 1.0000000180025095e-35 2.1388903622757733 0.2076522355623481 0.19873046596214353 -0.60660868808589929 -1.1929216237382947 -0.99775430353540184 1.0887087140769718 0.15986858946176086 -0.62267000266700701 -0.11047581658025547 -0.67526771693027265 -0.42638832581415231 1.0867996964492397 1.754419774220916 0.87755017116812606 2.6584305290829104 -0.58358057620375348 1.3726249643068849
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 16 7 9 -9 -6 -8 15 21 -12 -11 -3 -5 -17 19 20 -19 22 23 -4 -18 29 27 -27 -29 -2
right_child=25 11 12 4 6 -7 10 8 -10 14 13 -13 -14 -15 -16 17 24 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0058611219365634357 0.00036862485112471423 -0.025447720961474702 0.011398523089786198 0.072827707369104364 -0.044381570778159289 -0.044915596312122393 -0.033440455930305923 0.030708582533559039 0.15251497067262079 0.051508190981653712 0.052295766322112393 -0.022080223428220785 0.1086755592642754 0.14980818142938554 -0.037537757974282174 -0.053418617264571956 -0.013707656275924849 -0.022496845037327191 0.10929809240044977 -0.0048005840733419949 0.07321258903370946 -0.021476101057883917 0.0081625020732897704 0.10950401492853415 0.076508563950318145 -0.00354276259343877 0.0051878323386766205 0.027091941897887984 -0.037682165619824765 -0.0024919518056678333
leaf_count=12947 297736 53 49 62 117 181 38 85 28 82 43 104 29 32 53 23 223 31 31 72 82 169 237 31 24 20115 3271 49 276 25658
internal_value=0 -0.067446 -0.0814788 -0.0962079 0.220071 -0.180423 0.557233 0.274983 1.04436 -0.186324 1.43971 0.339554 0.352331 1.82368 0.430426 0.56914 0.237168 0.770351 0.907396 0.681125 1.12193 0.24933 0.516874 1.39776 -0.030321 -0.000271257 -0.0523376 -0.0807871 -0.558892 0.0030183
internal_count=361931 14826 14430 13915 968 490 478 365 113 252 113 396 515 75 135 292 309 239 216 185 113 486 317 80 247 347105 23711 20440 325 323394
shrinkage=0.05


Tree=5063
num_leaves=31
num_cat=0
split_feature=49 630 151 836 284 16 624 1242 692 702 822 975 1328 560 499 1325 1183 1326 890 835 499 701 1262 608 1457 63 291 1390 835 834
split_gain=8.72727 13.1189 18.0038 14.0724 18.9947 20.5381 17.0178 17.3354 16.2061 17.4727 15.7593 15.6298 15.6245 17.4054 14.8045 16.7411 14.6314 13.896 14.4914 14.3091 13.8655 13.5896 13.5152 19.2191 16.7502 13.5042 13.4994 18.1371 13.9754 13.444
threshold=1.1349154245379338 -0.58829153650824206 0.015023293343767827 1.1991597694720066 -1.62431100463607 2.7988492859349967 -1.6066362216980625 2.0602613916086647 0.20563201948844811 1.3463288991003015 -0.32976271838971294 -0.24599474305613264 0.26743007773122768 0.81715977455781186 0.30457043916936405 -0.90742343381920842 0.012388859216171652 2.3147014568070516 0.8108020320033037 -0.32845416932809796 0.55714439853991571 1.5546070839269102 -0.54971574178893434 0.66665475971017707 -0.19005419575615676 -0.35700095070996896 2.0860652186731463 0.45258117594358316 -0.21390668444061062 0.94064814872949931
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 4 5 -3 -5 8 14 12 20 -12 -10 -14 -8 -16 -11 -2 25 -20 -6 22 23 24 -13 -19 -4 28 -28 -22
right_child=1 2 26 6 10 -7 7 -9 9 16 11 21 13 -15 15 -17 -18 18 19 -21 29 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=9.4185240501727034e-05 0.00069672685683831617 0.0074025355374419208 -0.00054171898585292919 -0.040931676921395689 -0.0019036328260471826 0.11626454381037593 0.0071490407468279525 -0.056132785196354333 -0.029558076565847819 0.10346124176489786 -0.021917824464836425 0.015553369854706497 -0.013444035817066947 0.054395555249059702 -0.02100923167703431 0.047286875053446975 -0.019132694204993882 0.019070774556205511 -0.053608333282717684 0.060102897554714291 -0.019914414290349819 -0.044005062220508331 -0.011783844715152363 0.041686079970734029 -0.02466078730816661 0.084500388482163721 -0.030159567286774033 0.076360081267818458 0.044793060634329626 0.0074367807475954131
leaf_count=315489 14458 1128 13472 184 5532 24 926 78 407 23 2740 429 169 76 70 287 24 100 61 20 1578 201 3171 147 492 60 87 67 62 369
internal_value=0 -0.0354633 -0.0665509 -0.125111 -0.156005 0.229264 0.0598546 0.114816 0.157049 -0.147 -0.179368 -0.28214 -0.270392 0.201767 0.32322 0.719247 1.10223 0.0244212 0.574693 -0.334305 -0.102296 -0.164796 -0.125778 0.140571 -0.0650217 0.928699 -0.000274503 0.587204 0.0850358 -0.292181
internal_count=361931 46442 31743 18055 15811 1152 2244 2060 1982 699 14659 7180 652 245 1283 357 47 14699 241 81 7479 4440 4239 1068 921 160 13688 216 149 1947
shrinkage=0.05


Tree=5064
num_leaves=31
num_cat=0
split_feature=872 698 252 1106 296 1459 1384 544 139 1454 0 129 1149 1147 1470 1115 1469 1258 138 128 120 852 496 493 958 794 704 870 908 483
split_gain=8.67295 14.2861 11.6851 9.82855 12.2386 12.1245 11.2827 10.1828 9.41182 15.2299 13.1504 9.29961 11.5983 18.6095 17.7267 16.3355 14.9826 16.5281 14.5534 14.2431 15.9471 14.1716 17.9379 15.4437 15.2817 16.9113 18.5403 14.9274 14.5957 16.4351
threshold=4.1871115912412558 1.4136776495022072 4.0491599997098691 2.3992048575958229 -0.76523201691591414 2.4777889489944918 -0.98767054565593149 -1.0000000180025095e-35 -0.21544704040624588 -0.40696913463973794 0.31236530817047198 1.0000000180025095e-35 -0.45171589405301432 2.3776019160615971 1.755822575552082 0.68059012295683285 -1.3381350792132791 1.6251467275231304 -1.4595276673613251 1.0000000180025095e-35 -0.69102417435740981 1.0000000180025095e-35 -0.95877527740024415 -1.5259867751178471 1.313041538630376 1.0000000180025095e-35 1.1231065557335538 1.0000000180025095e-35 -2.1523253524537389 0.62457260823675631
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 6 8 -2 -8 -6 -10 -11 -1 13 14 -13 18 17 -14 -16 -17 -21 23 -23 -18 -25 -26 -27 -28 -24 -30
right_child=1 -3 -4 -5 5 -7 7 -9 9 10 -12 12 16 -15 15 19 21 -19 -20 20 -22 22 28 24 25 26 27 -29 29 -31
leaf_value=6.8401749415725139e-05 -0.070541782720767665 -0.03721133040048584 -0.064728486007887748 0.038015909145110119 0.031767167476352713 -0.059060743702014286 0.018572547290283393 -0.055924805076248474 0.038091107037699128 -0.04590976430452539 0.027985498701219882 0.0025182240290447062 0.026357714463119655 -0.022637240011530821 0.027644480724955039 -0.022990031892741992 0.019598182138193226 -0.067608054034607221 -0.031797305017305287 -0.025552348140507487 0.074087442384706242 -0.012817181490638561 0.081352877347827854 -0.0081973432018896033 0.0137405336474524 -0.017169852216113467 0.061013363188258667 -0.035433306327758055 0.0045820872245989569 -0.01018796214177871
leaf_count=312947 38 75 23 181 341 22 85 31 90 88 40 17630 286 978 107 96 413 29 813 42 86 1879 40 15778 1296 845 72 47 6130 1403
internal_value=0 0.200554 0.272461 0.31062 0.196053 0.34096 -0.359464 -0.0182854 0.407017 0.0503312 -0.424246 -0.00287076 -0.0378857 0.0146333 0.0299873 -0.316488 -0.0705256 0.39039 -0.506986 0.298377 0.867846 -0.0783159 -0.00124403 -0.123127 -0.134682 0.071083 -0.191611 0.693372 0.0453663 0.0381319
internal_count=361931 1014 939 916 735 581 154 116 559 218 128 360917 47970 19752 18774 1144 28218 315 920 224 128 27903 9452 18451 18038 2260 964 119 7573 7533
shrinkage=0.05


Tree=5065
num_leaves=31
num_cat=0
split_feature=785 519 727 382 921 698 728 869 921 783 791 861 1229 648 704 813 650 1443 566 1452 1470 767 1465 759 968 269 554 580 836 553
split_gain=17.0298 14.0025 16.5406 20.1643 18.2467 16.992 15.632 21.1388 23.3989 38.1187 21.6343 28.6597 30.3739 20.5606 21.3079 20.0919 18.5341 18.1497 18.0803 17.1276 29.8791 20.3393 20.0196 18.3997 18.4568 24.8954 17.3137 17.0886 16.8812 16.6893
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.62154522891879982 -0.57608947919282716 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 2.1641256470006294 1.6923072129381651 1.593744732512876 2.1059719136688364 0.4926003403048807 0.88064864201853632 0.88588104778160826 0.2596866816849363 0.34880281829933329 -0.0029323929260184315 0.85216676757878052 2.2781593037098271 1.0000000180025095e-35 -0.67092055427255071 -0.70113916377037711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 16 8 10 -10 15 -12 13 14 -13 -8 19 -11 -9 -2 23 22 -22 26 25 -25 28 -16 -21 -14
right_child=1 2 3 -5 5 -7 7 18 9 17 11 12 29 -15 27 -17 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.0178836946931977e-07 -6.3898408476996995e-05 -7.4259041203237526e-05 7.8260515782476827e-05 -4.2847609067534077e-05 -0.00016295858825636568 0.00051787368769915399 -9.2657320429695395e-05 -0.00011102345346035235 -3.9305687825035139e-05 0.00022688349741349612 -0.00013240056772944049 -0.00031039531943938498 0.00062109675377615414 0.00018843544599305884 -7.3531092463617883e-05 6.6473903551896957e-05 8.7349611384763488e-05 -0.00012810685168554152 6.2842670054952094e-05 7.5509829090063488e-05 0.00061239306658321 -0.00027071065381153563 -0.00084835029139194518 -0.00021678462459301677 0.00034381591405699088 0.00035450193768116065 0.00038724508131962078 4.3812672327548635e-05 -0.00015065526938673533 0.00015681796042129527
leaf_count=29559 41258 9447 5317 5700 209 845 94773 82198 18652 4219 11003 2150 430 2316 13658 3837 6225 840 3066 2527 729 177 71 1084 1124 512 356 13094 5120 1435
internal_value=0 -0.0570039 -0.00391167 0.0463926 0.129525 0.391731 -0.0615286 -0.0703214 -0.0558425 0.00961441 -0.067811 -0.023476 0.0100349 -0.00969918 -0.0282802 -0.0871363 -0.028429 0.175715 -0.104724 -0.0424179 0.0322854 0.394796 0.541016 -0.00275133 0.150638 -0.0103442 -0.0586706 -0.0135547 -0.0829476 0.27114
internal_count=361931 332372 21518 12071 6371 1054 310854 251671 166407 23711 142696 44086 33083 31218 28902 98610 59183 5059 85264 52958 11700 977 800 10723 2720 1596 8003 26752 7647 1865
shrinkage=0.000980392


Tree=5066
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 678 1218 873 1465 527 1356 1329 678 1449 496 1468 650 53 1445 831 1467 1458 1450 1465 1452 1459 1175 365 219
split_gain=17.3555 13.8092 17.3146 22.946 34.9951 35.9988 21.7489 20.6576 21.3358 26.4134 24.7244 25.2891 22.5247 20.6031 19.506 23.9282 22.6888 19.1586 19.0728 18.9138 19.8289 19.4364 19.8001 22.5779 20.9454 24.4844 18.781 18.3092 18.2682 18.5399
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 3.9048232315577729 0.45120890067825536 0.56487967955244278 0.86558768754863191 2.0056820137573372 0.43584835922152426 1.0000000180025095e-35 0.6853839265082079 -1.5425561966277996 2.213655904251008 1.6923072129381651 1.0000000180025095e-35 1.6380901172106308 0.85134370995411024 0.23932947083138087 -0.269398266067507 1.0417143325709441 1.908629471252022 1.8728009796554159 3.3886280593468516 0.74434157271329171 1.7886704068378352 1.2765152966834028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 6 13 -6 7 8 12 10 27 -12 28 -5 19 -16 18 -2 -17 20 21 22 23 24 25 -8 -24 -10 29 -4
right_child=1 -3 3 4 5 -7 14 -9 9 -11 11 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.9888329026057385e-05 -6.2177745656532142e-07 3.5229205918215677e-05 3.9396537567124785e-06 -0.0001924838887585714 0.00027940527644835351 -0.00050217195625154381 -8.9245634721986982e-05 0.00031116816180422081 -0.00018630535216173743 2.4618464118116708e-05 -5.4760639169341523e-05 0.00035280350522127319 -0.00010983573356049792 5.5462874916413934e-05 -0.00060994777323573684 0.00017391315670288427 -0.00030668132344511227 0.00013105112174965824 -1.1588241564665791e-05 -0.00016985081702415754 7.6007622782286305e-05 4.3492962261380233e-05 7.4514266345082589e-06 -0.00045405524135285597 0.0003548367015416429 -0.00076687382429418949 -0.0010316182401286966 -5.8280702965082267e-05 -0.00016886745113131694 -0.00011290137423294988
leaf_count=29559 52958 21518 73889 2881 3683 279 20010 651 24171 7352 4981 833 25718 4547 396 7204 686 6225 4124 6091 9663 13047 16011 977 522 298 84 8639 5685 9249
internal_value=0 -0.0167916 -0.0213313 -0.030647 0.066545 0.227699 -0.0362749 -0.0545383 -0.0567908 -0.0997772 -0.126723 0.0126569 -0.03654 -0.0280281 -0.00624397 0.0740769 0.0877358 0.0136595 0.110689 -0.0224385 -0.0123889 -0.0312372 -0.0578172 -0.104147 -0.0885407 -0.10058 0.00190187 -0.1542 -0.0186314 -0.00980017
internal_count=361931 332372 310854 251671 11390 3962 240281 161168 160517 45976 38624 5814 114541 7428 79113 12410 12014 59183 11328 66703 60612 50949 37902 21807 20830 20308 16095 32810 88823 83138
shrinkage=0.000980392


Tree=5067
num_leaves=31
num_cat=0
split_feature=659 450 684 1036 1393 569 1450 1105 1331 375 557 702 925 705 1442 897 785 1090 803 989 291 421 827 1050 499 143 1182 639 992 921
split_gain=8.63959 14.8539 15.261 15.1095 19.7046 15.6195 14.887 14.7347 15.2205 20.1029 16.7653 16.0275 13.3732 13.2029 20.8208 20.2531 18.4001 17.1468 15.2604 19.4178 16.2063 18.4902 16.7742 15.7595 15.8035 14.7257 15.3777 14.7161 15.2461 20.2824
threshold=0.62821384419828064 2.2203088264540187 0.59452166335189005 -0.69394992140903122 0.19785416223651278 -1.292392888945723 -0.54877514458847465 1.8157177887120428 -0.29182109999610711 -0.50097495290021854 -0.71722927417280902 -0.3673711230137589 -0.72834678823446586 0.87723755459486374 -1.2625182715263061 -1.7374100920044828 2.9970139449733542 3.3676253767430286 1.9682860324222273 1.0000000180025095e-35 -0.23422391277724583 -0.18830727550719856 0.72209972552935142 1.6882490053599626 -0.3026818461257918 1.9715690780780084 2.540560310695144 2.7394155868438115 0.6146227839635201 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 4 5 -3 -4 8 9 11 -10 -5 -12 -1 25 -16 17 18 27 23 21 -21 -22 -20 -25 26 -15 28 -17 -30
right_child=1 2 6 7 -6 -7 -8 -9 10 -11 12 -13 -14 14 15 16 -18 -19 19 20 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00031860987095721051 -0.0020812888842276912 -0.067530184147151534 -0.045313582414093771 -0.044264467080652625 0.042840029828107473 0.012383034015719607 -0.0010017048360788856 -0.033201581565720201 -0.047393002007003818 0.02243169531674756 0.029175116614332836 0.0080856268758854443 -0.0053800279644056195 -0.0063821933811298824 -0.019542213935693036 0.0011912418624617262 0.014249352694733484 -0.025795871531936489 0.020955273344513914 -0.0041340384715911659 -0.018907979076869919 0.044392834501315884 0.043714867753454206 -0.058103427045241032 0.016629648463933552 0.015508156255872214 0.017559282816869661 -0.012619238990786289 0.0020666516338772481 0.013427521345104229
leaf_count=245033 53264 33 166 126 260 326 359 131 115 789 144 205 729 8900 773 35203 1710 310 1486 227 553 144 50 64 68 564 438 1218 5323 3220
internal_value=0 -0.030503 0.106218 0.161122 0.443541 0.117539 -0.272036 0.0777501 0.117843 0.283728 -0.077359 -0.19602 0.0118295 0.00185664 0.0320587 0.0486805 0.053343 0.0452206 0.0484548 0.209951 -0.0330874 0.314609 -0.259498 0.355005 -0.35775 -0.0780613 -0.103488 0.0383959 0.0441188 0.130744
internal_count=361931 56647 3383 2858 619 359 525 2239 2108 1120 988 331 873 305284 60251 50349 49576 47866 47556 2592 974 371 603 1618 132 9902 9338 44964 43746 8543
shrinkage=0.05


Tree=5068
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1442 1383 754 87 1424 124 288 1184 550 1 149 74 1392 1178 1245 632 843 705 1365 853 691 3 773 1400 1383 897 1235
split_gain=8.63535 21.3099 16.2364 13.82 14.6838 15.0075 14.0445 17.889 15.4173 18.9934 17.5003 17.3363 16.8264 15.2503 14.088 15.4946 14.1749 13.824 14.935 13.9929 16.3992 15.5534 13.719 15.1099 16.8285 14.31 13.8321 13.8292 17.6884 18.4607
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 -1.2625182715263061 2.6046191430957468 1.451957509147501 -0.69921584443150342 1.8695714601257163 1.0000000180025095e-35 -1.0559889535372369 0.55730773960646951 1.0000000180025095e-35 -0.16695007294729264 -0.68096504207215247 -0.7497129161180851 -0.84290269928364825 -0.82593005202705549 -1.3958125898154712 -1.1010486223063352 -1.9205890494639719 0.16627981788606802 -0.42638832581415231 1.0000000180025095e-35 -0.99189003273918541 1.7545385838698146 1.432744861671251 0.16073163121238868 0.41472923857062538 0.82326155326265416 0.56920788065317962
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 8 -8 11 10 -10 12 14 -14 -3 -16 -17 18 -7 -19 21 -21 27 24 25 -24 -27 -4 29 -29
right_child=-2 3 22 4 -6 17 7 -9 9 -11 -12 -13 13 -15 15 16 -18 19 -20 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0034796164554843664 0.00033706086110286423 -0.040192921455925741 -0.0070686943131518677 0.0012173339761486629 0.021546667394595344 -0.019461056856217837 -0.006036155230648519 0.02116091659943637 0.029256225798551718 -0.011323370214228756 -0.02695331579246963 0.032490647787380859 -0.013470018402535814 0.028467157571046033 -0.018908978933137973 -0.041715603045420137 0.043099383472368476 0.017535622981924407 0.031884935357291255 -0.015570701140476623 -0.020562055512453492 0.001639763845738777 -0.010725930501820033 -0.00031442461968042893 -0.051222827312460043 -0.005077944009331526 0.059099245673375822 -0.012769954031941214 0.0094458105086461033 0.0011972131015242776
leaf_count=4504 197825 245 30902 63937 443 184 13980 344 388 1580 130 380 251 551 295 52 170 344 304 1559 1660 2621 2663 26231 157 125 85 3619 2190 4212
internal_value=0 -0.0170929 -0.0542566 0.00519208 0.0179528 0.0153234 -0.0621376 -0.103357 0.0708095 -0.0826212 0.336686 0.236476 0.0926617 0.356099 -0.202549 0.0270817 0.544922 -0.108456 0.327971 -0.143151 -0.176653 -0.0883875 -0.0678485 -0.026529 -0.205321 -0.156937 0.462926 -0.106049 -0.0193638 -0.0843147
internal_count=361931 164106 74688 89418 71052 70609 18366 14324 4042 2098 518 1944 1564 802 762 517 222 6672 488 6184 5840 4180 70184 29261 3030 2873 210 40923 10021 7831
shrinkage=0.05


Tree=5069
num_leaves=31
num_cat=0
split_feature=785 728 784 922 830 215 43 647 590 351 830 9 350 1246 306 641 49 770 73 428 1113 138 1022 48 1107 156 211 146 746 837
split_gain=14.0374 12.8603 16.865 16.4815 19.5896 18.0722 15.839 17.1326 37.5532 15.9466 15.5923 16.9909 15.5772 16.7468 16.6899 21.5914 16.773 15.7404 20.8284 17.1312 16.3587 15.3626 14.8816 16.161 16.5679 21.5938 16.4312 16.2614 16.0239 19.8324
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 0.8808338060330112 1.8227892136636004 0.92306248621590858 2.2744972866152193 -0.87782724458594241 0.58895901036483078 2.116766141447274 -0.51632065155084061 1.9916312825764189 -0.54100357354515338 -0.4213603389737493 1.0000000180025095e-35 -0.16610018842257618 1.1349154245379338 1.2589059659131825 -0.33306603231948056 0.49482563919436073 -1.4350361017064479 -0.66589746355812018 1.0000000180025095e-35 1.8372674881307383 -0.69594906146562774 -1.1003691979828194 -0.71354719356574081 2.7503861831498626 0.66766320980544069 0.024157340759037613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 12 5 -5 7 8 9 -3 -7 -12 14 -14 -4 16 -16 18 -15 -20 -19 -10 23 27 -25 -26 -27 28 -2 -30
right_child=1 6 3 4 -6 10 -8 -9 21 -11 11 -13 13 17 15 -17 -18 20 19 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=3.7824432665844493e-05 -4.0890287384651466e-05 -9.2788999132080442e-06 -0.00013972344753174871 3.2611286890724634e-05 0.00041022577445692254 -7.1219515951668458e-05 -0.00023926080446427125 -4.2940753335579748e-05 -0.00011977556960664581 -0.00096127247722118552 0.00045481408784817676 -0.00072934969976648088 0.00010686972135800483 0.00012065964388720694 0.00024050007930270472 -0.00015373902336373517 -0.00029932683686208791 0.0013470055946586672 -0.00014399529275245721 0.00011338555085150288 -0.00028216805586630178 0.00047479779845171463 2.5235303340611496e-06 -0.0004766114820441393 0.0016594823437299962 0.00021042000224264103 -0.00022266439552930863 0.00028155445751248671 -2.4403020101064629e-05 0.00045104915381351636
leaf_count=29559 80320 4528 6508 6970 981 430 4157 89769 244 132 1125 62 9598 4573 2048 1713 333 24 4729 1682 1370 1105 103001 1304 43 661 2645 765 902 650
internal_value=0 -0.013161 -0.00457872 0.035354 0.114574 0.08244 -0.0391994 -0.0337794 0.0892454 -0.0321243 0.284985 0.407986 0.010876 0.0430001 -0.0638045 0.0447663 0.175262 -0.0128821 0.0143213 -0.0725813 -0.248225 0.384844 -0.0143363 -0.0396367 -0.193801 -0.10639 -0.130439 -0.0321139 -0.0359469 0.175906
internal_count=361931 332372 232437 42146 9568 8587 99935 95778 6009 4660 1617 1187 32578 21976 10602 4094 2381 12378 10984 6411 1394 1349 190291 87290 4653 3349 3306 82637 81872 1552
shrinkage=0.000980392


Tree=5070
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1229 648 704 813 650 1443 566 580 929 624 695 923 629 21 1036 980 1173 223 1319 982 553 402
split_gain=14.2969 12.1729 18.1812 20.4265 22.5069 37.1896 22.1657 27.7287 29.2281 19.828 20.31 18.6875 18.3602 17.975 17.8723 17.1717 16.9943 19.1704 18.9813 17.7737 23.28 23.1724 17.8142 17.5696 17.213 17.959 17.4855 17.4527 16.7351 16.5262
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 2.1641256470006294 1.6923072129381651 1.593744732512876 2.1059719136688364 1.0000000180025095e-35 1.0000000180025095e-35 1.1948183665073715 1.0566345176742331 -0.86449023226567734 0.36272545494124231 -0.70163543588998201 -0.12178204911724656 1.456835372314697 -1.5033420518134701 -0.45584635148571662 0.51441846649202783 -1.1181374779419941 -0.70113916377037711 2.9541164636104842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 -6 11 -8 9 10 -9 -4 16 29 -5 -12 18 -18 19 20 22 -21 -2 -24 25 26 -23 -28 -10 -7
right_child=1 -3 3 14 5 13 7 8 28 -11 15 -13 -14 -15 -16 -17 17 -19 -20 21 -22 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=3.8085545862913835e-05 0.00039218362512666907 3.5417232257622934e-05 -5.0687973786592389e-05 -6.86562754074277e-05 1.8192781998435265e-06 0.00028426668276118849 -8.8532144058620649e-05 -0.00026462400984883126 0.0006609335800015334 0.00022843559415946013 -3.1568703341400766e-05 0.00010339992923981344 0.00013317543467043175 -8.9598217214027559e-05 0.00010521024572632152 8.6834891267139507e-05 3.2446677470783615e-05 0.00024971983640241708 0.00015988497409351774 3.3455704276577504e-05 -0.00018866499008220419 -0.00063944218935058821 -8.4389392299378415e-05 0.00092865690151585007 -0.00011078232924498166 0.00047075723834744186 -0.00080333598943830068 0.00088691805442743456 0.00019471711522438484 -0.0006429944175402974
leaf_count=29559 1222 21518 94773 82198 18652 4134 11003 2150 430 2316 13658 3837 6225 840 3066 13094 13661 2234 2366 10832 848 253 928 78 19851 542 49 94 1435 85
internal_value=0 -0.0134226 -0.0176946 -0.0272567 -0.0129641 0.0514588 -0.0248137 0.0203631 0.0534958 0.0339445 0.0155268 -0.0445163 0.0182191 0.215143 -0.0614384 0.0299002 0.00419687 0.0683218 -0.0224477 -0.0370075 0.120042 -0.0543775 0.234861 0.00755667 -0.0990078 0.216477 -0.19479 0.396042 0.310362 0.270191
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 31218 28902 98610 59183 5059 85264 26752 52958 15895 37063 34697 3076 31621 2228 1006 20789 938 396 143 1865 4219
shrinkage=0.000980392


Tree=5071
num_leaves=31
num_cat=0
split_feature=1465 1453 1259 556 898 281 984 767 1247 485 1262 416 349 487 282 1035 744 570 835 355 1324 1256 1438 1122 954 707 869 652 1377 361
split_gain=8.59581 12.1058 12.27 12.0338 11.1552 13.6401 12.6105 15.6051 16.4954 17.205 13.6151 14.2413 12.8964 12.7987 12.1267 12.1078 14.3651 12.0806 11.5838 12.3715 11.1795 11.247 15.2544 11.1175 11.0138 10.9778 10.6477 10.5414 12.4874 10.4599
threshold=2.873316917895123 5.5477399240790328 0.10700171057489674 -1.4625784884125419 1.6020065953884093 -0.013197625291715856 -0.08546105166549893 0.67919022180128097 -0.16304888411926952 0.20697061755088167 -0.61652955613974825 0.069553246919002013 2.3641197598984616 0.46224948381179609 -0.437012422767595 -0.33652454655122116 1.0000000180025095e-35 -0.15631150119659507 1.6474899449810587 -0.23520861859209033 -1.6424276041023489 -0.21380900901904068 0.73556760293882195 0.62921897665639126 6.099786963134739 -1.3286315872934134 1.0000000180025095e-35 -0.98896428961744431 1.3008278285480173 -0.55846134375955125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 3 -3 -2 6 29 12 10 13 14 11 25 -5 26 -10 18 27 -11 -12 -20 -18 22 -22 -23 -1 -8 -9 -17 -29 -6
right_child=1 2 -4 4 5 -7 7 8 9 17 15 -13 -14 -15 -16 16 20 -19 19 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00026158176007998608 0.038400007034675498 0.046519496481264654 -0.019063099504071677 0.0077699552365485623 -0.032579415245885139 -0.043766318925183477 0.051731509488546296 0.034663108024881713 0.012481142520444546 0.051614865365300425 -0.034130941482502876 0.039338567112970659 -0.031319899146245583 0.082833034127385213 -0.057460614754274657 0.015602209440013618 0.092777649820376673 -0.034761491175718869 0.085385085753423573 -0.035570317185778473 -0.043267823540877048 0.02543072975530666 0.030619939391296376 -0.02828189497008976 0.022733396517106361 -0.018607945007131567 -0.034739765652567707 -0.04556282976288295 0.04921203641527979 0.018802220078731158
leaf_count=354264 104 137 49 4167 108 204 31 123 49 56 526 128 149 47 95 62 20 31 20 32 179 231 52 76 190 218 45 315 32 191
internal_value=0 0.0740582 0.619999 0.0583601 0.04601 -0.337149 0.0675825 -0.0768989 0.2834 -0.128574 -0.182494 0.213096 0.135897 0.7141 -0.651978 -0.290997 -0.11841 0.563236 -0.572828 0.543168 0.111866 0.0466698 -0.42188 0.299887 -0.00484168 -0.150501 0.415334 -0.522482 -0.747874 0.0151891
internal_count=361931 7477 186 7291 7187 503 6684 2368 446 231 1922 377 4316 215 144 1545 967 87 578 52 558 538 231 307 354454 249 168 409 347 299
shrinkage=0.05


Tree=5072
num_leaves=31
num_cat=0
split_feature=785 727 519 728 660 852 21 650 126 1223 1243 906 872 653 680 1422 894 1122 1020 901 794 615 399 1218 139 915 941 361 1124 489
split_gain=15.6619 13.0914 12.177 17.2856 20.4943 22.603 22.1101 18.3445 17.514 21.4574 20.8173 20.7036 19.4378 18.7243 19.1133 19.363 19.2363 18.6004 18.2785 18.8788 21.8509 18.2571 18.2441 20.7795 20.861 17.6422 17.1163 16.9077 17.3968 18.5158
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 1.6923072129381651 0.70880289725806289 1.0000000180025095e-35 0.22991414747585318 1.8332716930034685 3.0757328524286596 1.4216543509230546 0.77071421383085248 1.0000000180025095e-35 0.96742979996179246 1.6249123123827147 2.1590889378513896 -0.31011240502700077 2.2041218380651819 0.29474588622420417 1.0000000180025095e-35 3.9048232315577729 -0.40736120024633365 1.8119475731359194 0.85078777678020689 -1.0288879656311021 -0.4355962831655476 2.9919667345992629
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 27 -6 -2 10 -10 11 12 13 18 16 -16 -15 -18 21 26 -21 22 25 -24 -25 -8 -20 -5 29 -29
right_child=2 -3 -4 4 6 -7 8 -9 9 -11 -12 -13 -14 14 15 -17 17 -19 19 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-1.2213285784702806e-05 3.0930176297325359e-06 8.1859583668075273e-05 3.5292267909311049e-05 -0.00015637929374548044 0.00017276636490307947 6.8228356925518829e-05 -3.5898742727352847e-06 0.00013210084799630248 -5.8905912510333021e-05 5.0627113609072496e-05 -0.00010645824739038818 -0.00017564654367179907 0.00028113064288852907 0.00013944501240024449 -3.1805228673995766e-05 -0.00057030572891029845 -5.9843098593688487e-05 -0.0011351270611173782 0.00030596116699413179 -2.4271460544754705e-05 -0.0013164962809533655 8.2397376206640456e-06 -0.00011291344203180677 -0.00010453629087010126 0.0011567060437701522 -0.0003293789609906387 -0.00064631361554944283 4.167235533312429e-05 -4.8956448180940619e-05 0.00062515615027040959
leaf_count=12551 52958 17008 21518 5477 3398 20541 19662 6225 19755 17923 42931 7392 893 8819 1879 671 2252 143 1767 1242 87 21092 36469 111 100 1299 100 14567 22854 247
internal_value=0 0.0410963 -0.013575 -0.0178469 -0.0271715 0.00890045 -0.0407616 0.0171706 -0.0441173 5.04324e-06 -0.0573914 -0.0397027 -0.0310131 -0.0348166 0.0499866 -0.163384 0.0900281 -0.105588 -0.0487099 0.120206 -0.0974669 -0.0566344 -0.0781558 -0.110044 0.529332 -0.0197778 0.261943 -0.0236525 -0.0069392 0.0540818
internal_count=361931 29559 332372 310854 251671 63686 187985 59183 184587 37678 146909 103978 96586 95693 13764 2550 11214 2395 81929 3196 1329 78733 57641 36680 211 20961 1867 43145 37668 14814
shrinkage=0.000980392


Tree=5073
num_leaves=31
num_cat=0
split_feature=785 728 1036 1446 79 1121 79 1124 1458 1400 1249 1055 1467 768 425 910 4 1122 265 854 1158 79 69 1459 16 419 1256 846 1445 1050
split_gain=8.69795 10.3657 10.054 12.8307 10.3556 12.4944 13.7128 12.0313 11.9942 14.2663 14.5915 12.5447 11.4557 11.1496 10.772 10.7154 9.79539 11.8181 9.98056 9.75127 10.0564 11.7604 11.6893 13.2356 10.9023 10.825 12.3119 10.5302 10.1901 10.1709
threshold=-0.86283290253235112 -0.49008176997875957 -0.73260991278009768 0.9837901503785399 -0.82629448163482155 0.69358499339516533 -0.92486466169662418 0.51726332645834805 -0.21238062798407994 0.71797065436529939 -0.86062361349316696 1.258132656243947 1.8920413191894112 -0.24746242713083283 0.39638581124585498 1.1864709727902141 1.3403655445670044 0.23169882360976027 1.0000000180025095e-35 -0.87473648844905705 3.8671289613288442 0.67914099567270736 -0.48690982422596868 -0.35471402996647666 0.23401191188725512 0.2890029573141405 -0.51985857976295657 -0.2175741909063775 -0.68639091397834817 -0.067834794261544359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 16 8 11 10 13 -6 -12 -10 -7 -9 17 18 -4 -3 -21 22 28 24 29 -25 -27 -23 -22 -24
right_child=-2 19 4 -5 7 14 -8 15 9 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 27 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00083826014835386388 -0.00033705929960652314 0.0092204557023022448 -0.0035627687490807115 0.037137506804785329 -0.035072445066127056 -0.057078239492798 0.046082802837699784 0.0096767314460095618 -0.052862313763676061 -0.042636512811686067 0.012841725349244049 0.011430995808047085 -0.056521294512248056 0.025073141090984765 0.035097570983024982 -0.062680409054336098 0.062531091796085597 -0.050736144821349742 0.065267734251061346 0.0020432343955752437 -0.10448654885340712 0.046026075892333075 0.036228725546225596 0.032139124870639212 -0.084791754471595149 0.034293230164625821 -0.063370156619007884 -0.037291805159144216 -0.016470773786823909 -0.04888277557806351
leaf_count=572 332372 2511 189 137 693 91 105 484 117 157 478 106 31 25 20 51 34 82 24 23210 41 56 22 98 50 26 44 29 28 48
internal_value=0 0.0341487 -0.0930732 0.15565 -0.163253 0.12199 0.281276 -0.244069 -0.345455 -0.151508 -0.0122001 -0.574959 0.165195 -0.687306 -0.668927 0.0949357 0.0218792 -0.113807 0.134122 0.0483853 0.0344575 -0.301703 -0.488759 -0.287774 -0.847839 0.134822 -0.533801 0.418246 -1.3278 -0.313246
internal_count=361931 29559 3396 709 2687 545 434 2142 1607 808 651 799 509 142 111 535 329 295 213 26163 23652 442 357 288 120 168 70 85 69 70
shrinkage=0.05


Tree=5074
num_leaves=31
num_cat=0
split_feature=50 56 68 1381 901 426 938 866 923 1243 1189 909 717 1108 774 904 1317 800 1106 1121 1121 706 763 171 374 1248 651 996 1071 905
split_gain=8.66739 16.9558 13.2591 15.3446 13.5159 14.4754 13.3366 28.6779 23.1322 18.2639 20.6946 17.9592 19.2052 18.1252 20.8092 16.1478 16.0514 16.7703 16.2031 16.0491 16.0062 15.9749 15.6598 15.5725 15.4501 17.8349 15.3621 29.0831 22.8646 21.9626
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.69836631878832012 2.7866493450571705 0.3104279731989979 -1.0824236402657228 -0.57633625342910477 0.5880156106821478 -0.86449023226567734 -0.035905815948427552 0.0086419017178411446 0.56780977912358643 0.47434941765559457 -0.15484902594153002 0.93979219234958622 -0.063106768099426863 -0.92780250168700762 -0.57812715656594349 -0.82074862552040484 1.6564061709529192 0.49206428181330975 0.13013438276440059 1.9909137223728768 0.61017908782412567 -0.49584372492161882 1.2303706097544653 1.1107569744011787 1.0565563832172893 0.69084194168817237 1.6550205666191664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 7 11 9 20 19 12 13 -2 -15 -12 -13 18 -18 -11 -9 24 -14 -24 -10 -26 -8 28 29 -28
right_child=2 -3 3 4 5 -7 26 8 21 10 15 16 22 14 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0026158323759199308 -0.0066404361346463509 9.2633581195337468e-05 -0.002066042118558408 0.025933687351738885 0.085212334617701543 -0.028385374617326514 0.00073839883762464491 0.018443806899276351 0.0062830489011781168 0.028952115355684052 -0.028371268760135123 0.0090110747491538856 0.006482044256938148 0.0021019864090992507 0.031625972392787159 0.017484472569487437 0.036904446083177229 -0.0064606423903259469 0.0018932442717054685 -0.08083080305070145 0.043513167987251244 0.013055160807543804 0.038698935069220834 -0.022811676562605215 -0.021163410808209698 0.028558560607425273 0.0027790098340324254 -0.015031847029871934 -0.010143768342769846 -0.013998563133007439
leaf_count=74092 3396 90457 33692 438 22 166 116760 1058 890 308 261 1530 6843 2747 358 136 176 7096 1899 22 357 1313 322 62 696 94 10388 2289 2903 1160
internal_value=0 -0.0171406 0.00679104 -0.0347116 0.328825 -0.295485 0.0153131 0.0581412 0.203264 0.365215 0.0856587 0.024609 0.0793398 -0.0177133 0.118687 -0.250545 -0.0439374 -0.0776301 0.098336 0.474489 0.498355 0.0741309 0.153682 0.585842 -0.0647036 -0.294511 0.00530084 -0.059069 -0.0218205 0.0232758
internal_count=361931 164549 197382 34318 626 188 163064 29564 5135 2142 727 24429 13728 6501 3105 397 10701 9171 2075 330 1415 2993 7227 384 1680 790 133500 16740 14451 11548
shrinkage=0.05


Tree=5075
num_leaves=31
num_cat=0
split_feature=890 407 795 758 588 1356 747 1097 706 695 785 513 660 633 498 216 772 68 785 362 154 361 1279 915 222 779 1114 1254 1253 1122
split_gain=13.6648 18.2785 17.6531 21.909 21.7216 24.4903 25.5754 24.2556 21.41 18.2841 17.6136 17.598 22.4254 18.1162 17.7712 20.113 16.9115 22.9172 16.8398 17.9905 20.9741 16.2581 18.5109 21.8873 16.5244 15.8634 17.488 16.2677 17.3759 15.4933
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 -0.1354147541679151 2.250834115212506 1.0000000180025095e-35 2.2668746584208797 -1.2571877020351898 1.6846785363603172 2.737480222402255 -0.86283290253235112 1.0454229551509682 -0.72421686037558375 -0.96673487256783863 0.76359732391387336 0.18777472126936087 -0.9136983003847009 -0.68823982518702542 0.58460966528228819 -0.4969021653706267 1.1609641997683129 0.40377492825043931 1.0000000180025095e-35 0.31378420389069861 -0.3422119097071416 3.2755819793892029 1.118629951783926 0.28906715351467399 1.949123076723134 -0.26804079736314718
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 -3 25 -6 -9 12 13 -12 15 16 21 -18 -13 20 -20 24 -23 -24 -14 26 27 -5 -29 -8
right_child=1 2 -4 8 9 6 29 10 -10 -11 11 18 14 -15 -16 -17 17 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.6677666539123369e-05 -5.6282118791901135e-05 -0.00024488610218527395 -1.3431487378069816e-05 -9.9382139500380423e-05 0.00022547974483350537 0.0001267700169202431 -0.00068360504115386655 0.00010403528298262047 0.00012277416654976779 -0.00093737427106812675 -0.00053244604490068192 -1.0501768678885822e-05 -0.0001068526059884571 9.4129828621540638e-05 3.6685626462839969e-05 -0.0002621950660543978 9.5843698451330501e-05 -0.00019522738729837701 -0.00015798833858567086 0.00042792614391183782 0.00088452479778908298 -0.00066440232774522422 -0.00014482253977244651 0.001314489463249873 0.00042663472402326182 0.00022200268517664096 8.4325217594121991e-05 -9.1774010278406014e-06 0.00056812628729555493 9.1498356222826895e-05
leaf_count=96477 36838 2328 122710 20354 3729 15673 296 10100 5512 58 309 1783 479 6522 5077 3874 1847 4847 553 1083 85 326 264 75 969 1221 5280 12827 250 185
internal_value=0 -0.00180582 0.00483099 0.0263588 0.0537381 0.0422556 0.113779 0.0117346 -0.0127323 0.210877 0.0235298 -0.00481643 -0.0279704 0.0758315 -0.0731211 -0.121335 -0.0620434 -0.115816 0.130873 0.276542 -0.00295502 0.128382 -0.202726 0.167245 0.263398 -0.0311375 -0.039416 -0.0587604 0.00237903 -0.377141
internal_count=361931 265454 228616 105906 60462 56675 16154 40521 45444 3787 38193 28093 24589 6831 17758 12681 8807 6694 3504 1721 638 2113 665 339 1448 39932 38711 33431 13077 481
shrinkage=0.000980392


Tree=5076
num_leaves=31
num_cat=0
split_feature=21 1462 614 1146 1400 749 909 485 1325 555 1187 625 963 1394 333 958 607 493 843 1187 678 138 1040 621 1470 554 627 224 17 1111
split_gain=8.62791 9.66719 9.13233 15.3128 17.299 16.5119 19.3137 17.8225 16.668 19.1545 19.1729 15.8865 17.1249 15.1003 14.8702 14.3525 16.356 13.8875 13.7313 13.6417 21.6206 19.8438 16.8269 15.5919 17.6142 16.8636 15.2676 17.8424 15.3618 14.285
threshold=-3.2545899522946695 0.64216061943476632 -0.75411934043310735 1.4355254717878594 1.2876851780365588 0.77030216442705934 -0.13691770156935645 0.50782990660902683 -1.4046471311797646 -1.5605806075080595 -1.238974975184379 0.85140724993448125 0.62370891037104936 -0.42690770300420111 1.0000000180025095e-35 3.9753335407425419 1.0214921909564021 1.2194701514340209 2.539957888746601 -0.19039135868049081 0.34708990927187483 1.9536371951489626 -1.2196060958599826 1.5459570009111505 1.2788133595270414 -0.052282910835893537 -0.92144971466487513 -1.3810949691091612 -0.57457034947516394 -0.25843725186186561
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 5 6 8 11 9 -5 -11 12 -7 -14 -8 -2 -17 -15 -4 21 22 23 -21 26 25 -25 -10 28 -28 -22
right_child=2 -3 18 4 -6 7 14 -9 19 10 -12 -13 13 17 -16 16 -18 -19 -20 20 29 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.024293171890797681 -0.0016232146447892556 0.017895154726466113 9.2308273651914752e-05 -0.047761663593136341 -0.015957455234452755 0.0031306371504869592 0.02352780058402092 0.040356958736649531 -0.023767869408205043 -0.039365187277464339 0.055656228405274261 -0.02351251655527788 0.066826205654824139 0.028357399674568348 -0.001024513575553042 -0.040416096544969284 0.034637514963153176 -0.064828698332939944 0.0092889256779049995 0.019721636166564655 -0.016113525567365259 -0.047660880806912061 -0.019261734372759277 0.053047751067298435 -0.040061320778550576 -0.0076842143571790372 0.13487771973312629 0.0035607225640988671 0.012685217940763932 0.048347108115611749
leaf_count=89 97720 627 252287 77 865 767 971 355 424 82 184 351 141 164 640 382 52 37 1987 180 77 140 1713 252 70 108 22 1010 43 114
internal_value=0 0.256302 -0.0033821 -0.0247545 0.0795128 0.113182 0.0525196 0.342221 -0.0365093 0.538123 0.811138 0.188173 0.317259 0.747582 0.283413 -0.0344412 -0.557788 0.306264 0.00342902 -0.0792855 -0.216205 0.0785832 -0.305258 0.144193 0.558928 0.748778 0.00778512 0.160155 1.43251 0.502125
internal_count=361931 716 361215 106941 8787 7922 6107 1815 4496 343 266 1460 1109 342 1611 98154 434 201 254274 4153 2084 2069 1893 1929 430 360 1499 1075 65 191
shrinkage=0.05


Tree=5077
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 645 791 746 809 289 1437 651 1324 620 1459 1452 1470 1469 1469 1317 493 13 773 1311 15 774 138 759 556 969
split_gain=16.983 14.1547 18.3189 21.9222 48.9996 21.7918 20.2835 33.0481 26.9048 23.0405 21.7586 21.7375 19.5397 19.3547 18.9001 18.5267 33.3276 19.9786 19.4041 18.0213 17.9536 17.7833 18.7898 19.1299 17.6627 17.5983 17.4582 17.456 18.777 17.2553
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 1.1155635910225459 0.66777575187080795 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 0.70036819076278212 1.1734518836084071 -0.06045160922923843 0.4926003403048807 0.84122639276026845 -0.1067644305262897 1.6911153983873026 0.91268718353196443 1.7658743032110651 -0.17189113104522832 0.30711866236834834 0.052484712102878438 0.27152336588760845 1.5033568469461875 -0.96558998807121865 0.46683225090780039 -0.56383374419423371 -0.35500256529559626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 6 25 -6 -4 8 9 -8 12 14 13 19 21 -2 18 -18 27 -10 -16 22 -11 -24 -13 -5 -15 -17 -29 -28
right_child=1 -3 3 4 5 -7 7 -9 10 11 -12 24 -14 26 20 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=4.0759020689772487e-05 -6.2675563500045945e-06 3.7339362362515464e-05 -5.4028321966699041e-05 -4.1893160195089148e-05 0.00011333213843332863 0.00039183741087170192 -0.00029772062932257047 0.0001065780839728326 3.723067652615478e-05 -0.0001255508139401214 0.00024411245301069474 0.0005851578446800736 -0.00011404285317405135 -0.00026908133396886006 -1.7674596156297373e-05 1.5730084975306753e-05 0.0003242068927747607 0.0011504067530948032 -0.00072397482383880984 -0.00016339189935624736 0.0004977823341002505 -0.00023536274304223508 -6.1053053612223344e-05 0.00056956184180710536 -0.00010860998484481191 0.000146099006406071 2.0265897822909517e-05 -1.2274977988318382e-05 0.00035887849885749186 0.00049158808773470529
leaf_count=29559 46144 21518 148889 25066 4947 1749 5765 10171 16274 4710 1630 461 6412 350 7919 9013 996 147 267 2973 507 7692 726 566 304 2692 753 972 1644 1115
internal_value=0 -0.0153244 -0.0199245 -0.0295128 0.0245674 0.190089 -0.0391894 -0.0033322 -0.0303304 -0.0988802 0.0142508 -0.0664515 -0.00312479 0.0316281 -0.0857546 0.016094 0.0899737 0.444849 0.0538842 0.00773485 0.0137848 -0.152406 -0.0335173 0.240922 0.309542 -0.021993 0.244787 0.0642523 0.219559 0.332566
internal_count=361931 332372 310854 251671 34454 6696 217217 68328 58157 28650 29507 22885 27877 21465 22120 59183 13039 1143 11896 19247 8426 13694 6002 1292 765 27758 2218 11629 2616 1868
shrinkage=0.000980392


Tree=5078
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 1080 988 1002 921 1465 353 359 114 1112 410 718 930 756 418 1148 608 790 651 1386 1390 499 904 1121 689 1108 153
split_gain=15.3917 13.439 20.0901 18.0325 16.7956 16.6331 19.1436 17.5617 17.8972 17.517 23.9813 17.3861 18.0946 16.5587 16.1908 27.1808 23.9347 24.409 21.3332 22.8049 32.572 21.1436 21.0301 21.8535 26.0383 21.6568 18.4611 18.1817 18.8961 22.684
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 3.9810989087578279 -1.3820670939764912 -0.32459312438081372 -0.24051307952136838 0.14486519861544186 0.50756670298598427 0.32346298429964238 1.0000000180025095e-35 1.5620189235502193 1.644349105518915 1.0159173274103563 1.0000000180025095e-35 -0.89530060638539533 -0.27422356386166097 3.073785392405322 0.66665475971017707 1.8618223311409718 1.1107569744011787 0.29810686548368953 -1.0289484995134253 0.32606609528600677 -0.57498500623630144 2.8744869165143569 -0.4288425582216272 0.80365406586750676 0.41158580828570784
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 14 -5 7 8 13 -9 11 -11 -13 -7 18 16 -16 21 19 22 -21 -18 23 25 -25 -2 27 -17 -29 -30
right_child=1 2 -4 5 -6 6 -8 9 -10 10 -12 12 -14 -15 15 26 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-2.0612298090950882e-06 0.00014252698659155511 -0.00010717883468732299 0.00040422546858971654 -0.00045607099307469354 0.00020698533348833498 3.0977448066329928e-05 -4.7376929353605792e-05 1.8388478269614973e-05 -0.00021006729680888442 0.00048646333008249608 5.1049026344706539e-05 0.00017189229223189505 -0.0011069851564099954 -0.00045198468252427717 -5.8561644762128207e-05 -0.00019677699623977182 0.00024613286108062589 -2.9289286559231324e-06 0.00014269981988072493 -5.6773343086387283e-05 0.00015068477849928326 -0.00018341961381016336 -0.00014078867452384946 -6.0993089819537987e-05 -0.00015396287593763487 -6.7910636509042473e-05 0.00051813664580573223 -8.7482415118640512e-05 0.00019444675153571189 -0.00023631435476013788
leaf_count=29559 4762 17071 426 572 953 6363 49026 15364 2822 1267 3266 621 51 582 10549 6057 4534 6270 2056 33362 3913 600 48661 59383 27052 7279 239 15414 2938 919
internal_value=0 -0.0564338 -0.0347072 -0.037057 -0.0670483 -0.0239415 -0.0216007 0.0231202 -0.0585559 0.0590064 0.163556 0.349457 0.0763071 0.00428723 -0.0685906 -0.0306446 0.0293736 0.0957588 -0.0795502 -0.0826875 -0.0343384 0.202364 -0.0985193 -0.0777358 -0.0920053 0.0219579 -0.0825527 -0.0890105 -0.0538508 0.0978251
internal_count=361931 332372 97431 97005 234941 79934 79362 30336 9767 20569 5205 1939 672 6945 233988 47520 21953 11404 186468 184412 37275 5134 147137 98476 86435 12041 25567 25328 19271 3857
shrinkage=0.000980392


Tree=5079
num_leaves=31
num_cat=0
split_feature=181 263 557 315 79 221 3 13 1055 915 854 1331 904 772 902 523 425 764 1459 1217 416 1463 891 626 1293 909 381 834 221 243
split_gain=8.73156 11.7823 16.3718 18.3124 13.7576 14.7684 17.5493 15.4725 13.6214 13.7712 14.1547 13.473 13.1803 13.096 12.9309 12.5829 12.5485 12.3718 12.2708 20.2853 15.6974 15.4077 19.1315 15.481 17.2041 15.0883 13.8183 15.1307 15.3551 14.9631
threshold=1.0000000180025095e-35 1.6445160113075163 -0.017714001464384069 -0.72888043785682755 0.078758989841728522 1.5927696206574928 1.1292015625818321 -1.0334462167056926 -1.1789046867762172 0.69589152786485842 -0.37489436627466383 -0.17862287080989483 0.91150939731318259 -0.32708329781331019 -1.1505099565413466 -0.59383842161943923 0.98318506103112735 0.4946156859956074 0.73871680408646412 1.9780750160580907 0.22368520126067787 2.3726404601227626 1.3986681884311531 1.5646443247420374 2.7029238523101156 1.6629496669609767 2.1979211646067411 0.77023687109430694 -0.79535661094009702 -0.32894031014216935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 4 13 8 -6 7 -7 -3 10 12 14 16 -4 -5 -16 -10 -15 21 20 -20 23 25 -2 26 -23 29 28 -28 -25
right_child=1 2 3 11 5 6 -8 -9 9 -11 -12 -13 -14 17 15 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=7.7832740735950235e-05 -0.0030299466506355324 0.079581420082494692 -0.047234982503275125 -0.065231226204635756 -0.012555150013894909 0.097879078814463283 0.10086576845607254 -0.010231377029556791 0.0066167641956320347 -0.016984119296930771 0.031618630148725888 -0.0098542155299822659 -0.037564723437944009 0.0038374931838986003 0.073991029843381614 0.016222262846668039 0.064157493243188049 -0.045635905137717342 -0.00064131567928129814 -0.026287907604020319 0.0097207205268237257 -0.031102328405735697 0.012134170328453316 -0.0053640322907626123 0.085442918672258408 0.024072663368072841 -0.014042498277410288 -0.027632172482313401 0.066489387082265247 0.0098530747332484167
leaf_count=286765 55469 38 175 32 523 22 24 109 388 162 611 376 86 241 45 328 45 90 6684 366 3295 862 355 2461 53 72 49 49 108 2048
internal_value=0 -0.0298842 0.102012 -0.0934554 0.23356 -0.0472517 0.558353 0.159083 0.362291 0.31983 0.402612 0.120021 0.127718 -0.428375 0.39164 0.482118 0.274674 -0.173981 -0.0382879 0.0408212 0.0626639 -0.0538099 -0.338589 -0.0473335 0.0955399 -0.515769 0.0801734 0.641531 0.948908 0.0443642
internal_count=361931 75166 3295 1287 2008 678 155 131 1330 1292 1130 781 519 506 405 373 433 331 71871 10345 9979 61526 1289 60237 4768 934 4715 206 157 4509
shrinkage=0.05


Tree=5080
num_leaves=31
num_cat=0
split_feature=692 354 1286 898 290 411 759 966 1230 1177 81 488 1397 113 206 347 1121 568 3 757 552 1178 904 1111 1315 1035 899 197 273 68
split_gain=8.53643 18.2753 17.0623 19.0717 15.0799 15.8216 17.9406 15.0324 14.8508 14.8161 16.4122 14.7146 17.6028 17.1105 17.9871 15.4744 17.7155 16.4223 14.4329 13.8211 13.6572 14.0602 15.1802 16.9874 14.2143 13.8835 13.6706 14.3655 16.035 13.5784
threshold=1.9064578893329995 -1.537106849364857 1.8566435897555933 2.1699622668324285 -0.13816256738580981 -1.3940739386942331 -1.1743389072670745 1.434941037357925 1.6923484487219613 1.5469027874199328 2.068865121332327 -0.18950697336928232 -0.022814283313494565 1.0000000180025095e-35 0.70783751150137719 0.13689073365868978 -0.085628424721342647 -0.41131242820131714 -1.6263157634806975 2.2053502148725181 -0.16213774820718888 0.87807103800667885 -1.2138090474311209 -0.4122577821081343 1.0780409060654674 1.2401473256774929 -0.11713460716802231 1.0000000180025095e-35 0.28627023144123126 -0.68823982518702542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 19 10 -8 12 15 -14 -15 17 -17 -6 -13 -4 25 22 -22 29 26 -20 27 28 -25 -24
right_child=1 2 8 -5 11 6 9 -9 -10 -11 -12 18 13 14 -16 16 -18 -19 20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028859367730700141 0.030431139387675193 -0.017947719381576684 0.014491787285140249 -0.028398518920608153 -0.037407038892573574 -0.030151537435077536 0.0059921717141112139 0.037572452045585542 -0.041524137434316821 -0.024638564703341373 -0.031889454194759657 0.056576564394886814 -0.0059165828143414876 0.032533610577292781 -0.020941295774504314 -0.011077887739645825 0.030003995273003077 -0.004113612374598054 0.02276748662598654 0.054705402287775665 -0.045120121819962646 -0.028092525121930979 0.065964796060492117 -0.050875298120159 -0.069769663653561229 -0.024892951560974388 0.018478210417838432 -0.054732779747225679 0.054265570960126963 0.016767172985184865
leaf_count=349531 307 1210 708 385 435 483 3570 52 51 337 190 86 528 495 109 326 234 475 1075 109 79 179 71 39 54 93 256 107 45 312
internal_value=0 0.0581647 0.0428128 0.0154235 0.0323989 -0.0557626 -0.000980603 -0.447936 0.338904 0.0487713 0.0864568 0.123803 -0.00323114 0.220052 0.473757 -0.175499 0.111202 -0.384433 0.249875 0.410194 0.214375 0.03489 0.14362 0.222793 -0.0759193 0.386028 0.0438856 -0.465318 0.244532 0.556527
internal_count=361931 12400 12093 11225 10840 5842 4632 535 868 4097 3760 4998 2602 1132 604 1470 560 910 2396 817 2310 1142 963 884 501 1168 447 191 84 383
shrinkage=0.05


Tree=5081
num_leaves=31
num_cat=0
split_feature=1461 1459 1449 541 1459 1224 1193 1181 630 1171 1157 1458 11 858 1329 1459 113 209 577 493 707 561 432 416 540 284 983 1317 420 490
split_gain=8.5769 11.949 16.3692 23.2819 14.5853 14.2935 12.4768 13.6324 14.1352 14.1937 12.0557 12.0372 12.0473 11.9781 11.4039 18.5318 13.4601 11.8351 15.882 14.122 15.1001 11.3369 11.2875 12.3086 11.4919 16.603 11.2841 11.7122 11.2035 13.5741
threshold=3.9993613276323443 -0.27674264624793327 -0.022853162771429011 -0.55676187874653171 0.49900387419946662 1.0000000180025095e-35 -0.6908337660213385 0.38886164826071395 -0.36318859396439962 1.0000000180025095e-35 1.0000000180025095e-35 1.0700626368922463 1.2805710231426259 2.1406758129868066 -0.77265787217422333 -0.29335017616020637 0.80877976223981318 0.54422272677674199 -0.9250398530534788 -0.3256891302305705 -0.42762248760479499 -1.1580611353101846 -0.53974278381956464 -1.0825831117850246 1.0000000180025095e-35 0.2891213394160087 0.81083951891404171 -0.18452782111780738 0.015636313989645788 -0.24078726575349133
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 11 6 -6 8 9 -8 -7 12 22 -5 21 17 -17 18 -16 -20 -21 -4 -3 -24 -25 -26 27 -10 -22 -30
right_child=1 4 14 13 5 10 7 -9 26 -11 -12 -13 -14 -15 15 16 -18 -19 19 20 28 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.00024081672815902023 0.022499966203989044 -0.034397549866244458 0.055443644810192184 -0.021418596847845823 0.027998458509788195 -0.03355442539375144 -0.0037550588758873634 0.020660664857919526 -0.0076788509794408341 -0.054493165732152182 0.0077407318631260982 -0.051630382329233261 -0.060965410820216864 0.047231702180110101 -0.027520943538514194 0.089177259593543209 -0.0033780798646681023 0.033829712705611158 0.02971545265916728 0.029466683931605332 -0.046797510477450795 -0.015326241545577757 -0.069789516402388493 0.041640077254716933 -0.02831137717889351 0.049894112715308948 -0.03860464511285918 0.03845760016312471 -0.064467130353179192 0.033197043928521373
leaf_count=357498 273 127 28 550 281 220 158 296 123 115 149 118 60 28 144 59 25 321 361 104 113 201 32 108 128 42 56 132 24 57
internal_value=0 0.0926846 0.203168 -0.0540992 -0.0254424 0.0797739 0.18928 0.059426 -0.141309 -0.509649 -0.314296 -0.338733 -0.182786 -0.338469 0.337663 0.419297 1.32124 0.341153 0.195341 0.321611 -0.0374278 -0.111995 -0.054821 0.165695 0.297155 -0.090764 0.172035 0.352645 -0.424382 0.144531
internal_count=361931 4433 2288 851 2145 1530 1161 880 584 273 369 615 497 578 1437 1208 84 1124 803 659 298 229 437 310 278 170 311 255 194 81
shrinkage=0.05


Tree=5082
num_leaves=31
num_cat=0
split_feature=1216 1292 1400 1161 21 562 1455 773 1458 832 704 492 553 1181 848 512 1168 974 11 1441 149 137 345 427 831 77 1176 739 553 487
split_gain=8.42493 16.3493 17.7464 20.7657 21.3079 16.4003 20.426 16.6317 14.6893 20.1683 15.1169 14.5395 14.5146 20.8293 24.9446 14.6052 16.1736 18.7291 19.5418 14.3873 15.5685 15.6547 17.6232 17.1969 15.3672 18.4469 15.545 15.3152 14.9115 14.4396
threshold=2.3855481443271001 1.0000000180025095e-35 -0.16363138226467872 1.6815392383516288 1.3785497256249488 1.7635829889502619 -0.22523944248158648 0.41315591302731741 0.27516565626892492 1.014021568135677 0.82709970189438053 -0.65866701040863951 -0.66224931704537848 1.2740426901491528 0.46861235163496306 1.2915124542193543 1.8457631489763042 -0.82515121584589834 0.12995475237229845 1.7193014468115779 -0.57664651320545712 -0.44529143057165138 -0.62346614997634309 0.43315291606676637 0.26683270564199574 0.203907726827075 0.63180843911901241 1.2177549451092726 -0.70113916377037711 -0.52330091411789648
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 19 8 7 -7 -4 11 -11 -10 -2 15 -15 -14 -17 -18 -19 20 21 -3 23 -23 25 28 -26 -24 -22 -28
right_child=1 2 5 -5 -6 6 -8 -9 9 10 -12 -13 13 14 -16 16 17 18 -20 -21 24 22 27 -25 26 -27 29 -29 -30 -31
leaf_value=-6.7300878279245442e-05 0.003101224723440509 -0.0075600218365994764 -0.016479195909277669 0.075231883238793706 -0.041689827109379372 -0.059984836650378182 0.084882894389989139 0.086970557516500166 0.024383867850917413 0.022527113472745247 0.12172486256142695 -0.01907489805329473 -0.021706627613575738 0.0035574738569431261 0.12242170778462408 -0.0060657229910294356 -0.058315310704240744 0.043262215401855125 0.21874712331172974 -0.022959730694503726 0.01183602100184746 -0.018076512592409555 0.052335367686787329 0.028632692915569271 0.0068702084948400509 0.0083945783121217744 0.0032227586185430107 -0.040426568569205304 -0.03055743099699847 0.079447748544233948
leaf_count=349058 1369 283 2247 46 152 72 64 20 167 84 30 395 3521 168 38 723 31 36 20 259 184 252 388 271 560 654 60 45 653 81
internal_value=0 -0.0744511 0.00305151 0.10908 0.0849909 -0.161882 0.728706 -0.343868 -0.208256 0.112513 1.08687 -0.0873168 -0.204823 -0.294987 0.547792 -0.349798 0.0592512 1.29698 2.12223 0.123183 0.165559 0.391162 0.538637 0.235905 0.0385761 -0.115696 0.32504 0.916945 -0.403509 1.0057
internal_count=361931 12873 6967 3888 3842 3079 156 92 2923 676 114 562 5906 4537 206 4331 810 87 56 3690 3431 1239 956 523 2192 1491 701 433 837 141
shrinkage=0.05


Tree=5083
num_leaves=31
num_cat=0
split_feature=557 1243 154 1470 1116 131 1124 1329 1452 1031 668 906 1069 18 477 772 695 838 63 421 841 628 1109 1117 14 134 13 1380 570 917
split_gain=8.45237 12.2814 13.1725 15.2637 12.5096 17.1905 13.7892 12.8799 17.4482 18.6092 15.3087 16.6851 15.0109 14.7499 16.9667 13.8584 14.2183 15.0105 14.1638 13.729 13.684 13.4891 13.4071 14.4891 13.2709 18.8625 17.5023 16.7435 20.7328 17.2449
threshold=-0.89608261094484942 -0.82945658911208897 3.0812691150921547 -1.2008461188180046 2.9156931588094528 -0.67630721506970115 -0.76993298829673895 -0.58323683277050109 -0.0029094387748198574 0.77812946676549777 1.0000000180025095e-35 0.63137302884034363 -0.96877318279638691 -0.73341146033961657 0.25415029973940784 1.103901784216901 0.49116482071326256 -0.2999508278457913 -0.35700095070996896 -1.5029112471904795 2.1060468146912883 -1.1955206629594797 0.59537298608461731 -0.10249573762777081 -0.32272843591839168 -0.3949157635235564 0.69415122068638457 -0.16954209087904146 -0.64493963425683731 -0.82489287760873742
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 -6 -7 8 10 12 13 20 -10 14 19 16 17 -16 -19 -3 -12 -20 -21 -24 25 -9 -27 29 -29 -28
right_child=-2 4 3 -5 5 6 -8 24 9 -11 11 -13 -14 -15 15 -17 -18 18 21 22 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0015317510017350466 7.6070750107982708e-05 0.052460336405806801 -0.048787210382987466 0.063827478987091596 -0.023625573847844784 0.030758719624640614 -0.032027133614363275 0.0035485899070080728 0.050967702769749594 -0.0057812698681516629 0.006635182845821457 -0.0151154515160511 0.0095160465636050517 -0.014713741405244144 -0.015091298260416509 -0.024295276350695692 0.061032639451543004 -0.019155401486520836 -0.043086762055824956 -0.037555867180936474 -0.041617251421640696 0.053128231309148594 -0.060369029301045943 0.074221592363867134 -0.0070096236672085536 -0.0075522799025333313 -0.036044884018416427 0.078009606672243645 -0.023187491497221314 0.050077435839284506
leaf_count=11490 304116 42 23 81 185 382 56 6184 133 1692 3667 966 3056 2826 210 141 107 95 24 352 114 195 22 25 16077 9074 47 35 265 249
internal_value=0 -0.032354 0.0393065 0.852751 -0.0524678 0.276109 0.47774 -0.0581901 0.00760731 0.125399 -0.0648347 0.0356001 0.224554 -0.185222 0.0496527 0.266805 0.418808 0.242852 0.576328 -0.37825 0.107135 0.864335 -0.534717 0.583678 -0.0881242 -0.0314171 -0.117045 0.322316 -0.15542 0.738782
internal_count=361931 57815 11594 104 46221 623 438 45598 13667 4881 8786 4747 3189 4039 1213 772 631 524 314 441 3781 219 399 47 31931 15854 9670 596 300 296
shrinkage=0.05


Tree=5084
num_leaves=31
num_cat=0
split_feature=677 878 629 1458 1453 555 830 1112 921 1235 838 739 2 705 180 258 351 1461 42 1461 1452 1258 775 765 1251 1449 631 1452 958 1238
split_gain=8.44576 22.5767 18.9994 20.5189 17.1426 18.7817 19.4258 16.8104 16.0405 16.5053 16.7517 16.8332 16.7505 16.3186 17.8423 18.8534 19.932 15.9421 20.3831 17.5144 17.887 20.5756 17.9538 18.0545 18.206 18.1968 16.9945 17.8697 16.6923 16.5889
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3786504836497775 2.6054386111478895 1.2041679343814773 0.073968208844666192 0.26211688476240674 0.65047722960685495 -0.24051307952136838 -0.94625487755706195 1.4606858927875617 1.2177549451092726 -0.19186932934528322 -0.20633056219625265 -0.4834968643268055 1.1203171907964993 -0.21125366492352673 -0.17174023376621741 3.0390045573981759 0.63802195525331329 -0.54067390057345055 -0.66185385722956258 -0.73667250324019762 0.47731575337696336 -0.74318686392541278 -0.60265504473968601 1.5421031238671861 -0.49734502043148282 1.0000000180025095e-35 1.3335791531818588
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -5 9 10 -7 -12 -13 14 15 16 -11 -3 19 20 21 -19 -23 -24 -25 -26 27 -22 -29 -27
right_child=-2 17 3 7 -6 8 -8 -9 -10 13 11 12 -14 -15 -16 -17 -18 18 -20 -21 26 22 23 24 25 29 -28 28 -30 -31
leaf_value=-0.013443221799684803 0.00034045752199139646 0.0011815425448358297 -0.0079932096120279537 0.015925934952473429 0.0036675166454075252 -0.023820818121064249 -0.0010123947435748519 -0.024424119685257654 0.0013084732181571279 0.050338128430974127 -0.0038495101032612411 -0.057206381225286318 0.14232072001795767 -0.0076945835660849615 -0.0031457737092022431 -0.035635840392567945 0.0083470333412797148 -0.020063316993800036 0.034961973294228468 -0.00051804656329055134 -0.041126103121133906 -0.020914928741389966 0.0050754536013068157 0.095669241959603524 -0.020714702030156549 0.031186042277697851 0.012165739012808693 -0.018316947820783271 -0.0028835789645165898 0.13439874340858798
leaf_count=6281 191600 67967 27848 1327 6378 2222 11654 178 17417 306 213 24 28 4698 1631 116 456 600 165 13480 400 320 949 59 103 177 449 2819 2035 31
internal_value=0 -0.0167325 -0.0543238 -0.0453714 -0.0532261 -0.0678955 -0.112234 0.229726 -0.0166962 -0.114153 -0.375105 0.448037 1.90446 -0.0602287 0.119004 0.412975 0.544295 0.00638937 -0.0511037 -0.0584252 -0.157596 0.0301407 0.16388 0.277164 0.728201 0.487704 -0.237026 -0.279001 -0.236586 0.867636
internal_count=361931 170331 80777 74496 72991 66613 39502 1505 27111 9694 2487 265 52 7207 2509 878 762 89554 21587 21422 7942 2239 1639 1319 370 311 5703 5254 4854 208
shrinkage=0.05


Tree=5085
num_leaves=31
num_cat=0
split_feature=728 784 792 644 980 651 538 426 1327 565 609 981 708 422 592 1076 8 492 708 917 1348 562 1395 1384 657 1455 1252 922 864 720
split_gain=8.46849 11.9 16.0073 21.176 17.0466 18.3073 16.8059 18.7369 24.4118 19.2819 25.7079 16.4865 17.1144 19.7102 16.8673 16.105 16.0906 15.9361 20.4888 19.2602 18.3167 18.0828 17.5929 15.9293 15.7716 15.5336 15.5468 15.3261 16.8756 16.8104
threshold=1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 -0.34929633066952553 1.216571808765075 1.1107569744011787 1.0226942023247645 0.92870521227020164 -0.36289896784303505 0.68350759689875262 1.6285028476148826 -0.55448294962259825 0.015261506163655609 2.1852935095015584 1.0000000180025095e-35 -0.58297395077464731 1.336214451807179 -0.43854959108928576 -0.85270619800307579 -0.90038460397857845 1.5405729298544251 -0.20288241517784503 0.71447770132617561 1.3599011773247598 2.2603408215975165 0.93792226267099765 1.3592322800722378 0.8808338060330112 0.72275257928592751 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 15 -4 9 23 10 -8 12 13 16 -13 -6 -5 20 -19 -20 -11 22 -21 -9 27 26 -12 -3 29 -29
right_child=-2 24 6 11 5 -7 7 8 -10 17 25 14 -14 -15 -16 -17 -18 18 19 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0031867492634750482 -0.0011287372549389915 0.0011780929715876211 -0.00068092612328861791 -0.00073603776377728571 -0.014089800500782049 -0.013640020002827541 -0.009599538374406396 -0.0049479723601392397 -0.026187340805334136 -0.0022159057555107614 0.034670808204273845 0.0022612679344041087 -0.0097127029527071529 0.023152797575788385 -0.002935791580261294 0.0034401113970132357 -0.017237145262091729 0.040089068199364281 -0.030932913318634122 0.0063062989373765159 -0.047897980737611055 0.021064701508730688 -0.031229663115834784 0.052684337847761491 -0.0076440324894050202 -0.035962320341848986 -0.064936380652007034 -0.0026631585444238451 -0.0054004390046904494 0.010601727773978387
leaf_count=46873 109090 31100 88731 9341 824 1629 5844 688 1273 1243 313 24425 6532 379 15157 3834 981 252 206 775 137 876 234 66 1947 56 26 1445 1228 6426
internal_value=0 0.00402915 -0.00346285 0.0166095 0.0484235 -0.0618752 -0.0242819 -0.108101 -0.315591 -0.065548 -0.148511 -0.0175206 -0.0853911 -0.0247566 0.00829703 0.00866741 -0.0490204 0.0664324 0.185043 0.106839 -0.131239 0.177258 -0.0383707 0.00914367 0.0380031 0.398306 0.572828 0.0477844 0.126526 0.16459
internal_count=361931 252841 210695 109975 53160 6287 100720 11989 2027 9962 6239 56815 17233 10701 39582 4658 10322 3723 2343 2091 1380 1885 1009 754 42146 395 339 40199 9099 7871
shrinkage=0.05


Tree=5086
num_leaves=31
num_cat=0
split_feature=743 221 559 1002 258 1329 821 1043 970 637 495 1470 843 361 487 307 278 1059 638 554 1045 559 628 450 1144 54 1247 1250 362 430
split_gain=8.40358 8.36823 14.6035 15.8018 14.9215 16.1675 13.6411 13.5613 15.0022 13.5396 13.4981 13.4829 13.5024 19.7693 13.1118 19.6242 18.7152 16.3164 15.8591 15.6901 14.9015 13.9985 18.1831 17.1101 16.367 16.9842 16.0661 16.8691 15.9004 15.1187
threshold=6.8880720291986846 1.3426618058617994 1.4250532013247541 2.2332469152510641 2.0040214161005392 -0.42412315967137454 1.0000000180025095e-35 1.1770598427408359 -0.1962221156415063 -0.6726467950800229 -0.83380000719676584 -1.3782462404802098 0.014049018116223184 -0.4301631741582192 -0.036233535990480938 1.2215798696272606 -0.66303869493430956 -1.0811755724002277 -0.83968884439376179 3.0320133534068829 1.7900748456461668 -0.1213265066117671 -0.68204983359501481 -0.32634562199857364 -0.59373083871637722 2.8571107612274447 -0.050654482629528062 0.99357086334147959 1.5245634411835527 1.2660638371537953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 7 6 -6 -4 9 10 -9 12 -3 -14 15 18 -17 20 -13 21 -16 24 23 -23 29 -26 -24 -28 -25 -20
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11 -12 14 13 -15 17 16 -18 -19 19 -21 -22 22 26 28 25 -27 27 -29 -30 -31
leaf_value=-0.00033324260384913419 -0.07594646631654918 -0.056980897791512754 -0.014209712150742779 0.024071664518899489 0.014074982934486441 -0.011118426051798054 0.11223167449681695 -0.038928182138134614 0.032070486138529773 -0.035065729590063731 0.063115051698128685 -0.006227458495961043 -0.074752565353250783 0.03416547917199432 -0.0022995496646339517 0.0020932025828856427 0.021512205095470398 0.0067386746406107425 -0.011112004276583263 -0.062425638873592496 -0.039680185083866983 -0.0099486458100749471 -0.013234221700181535 0.029157507472730982 0.0067248146801804284 -0.04208734749255897 0.0047169760208384407 -0.02740417194960126 -0.055594765201649521 0.029321958697962842
leaf_count=326005 21 107 2603 188 48 105 29 25 176 136 39 4461 28 58 1000 1737 972 10614 1161 59 210 285 2187 421 7121 89 1662 237 31 116
internal_value=0 -0.00255505 0.0298608 -0.125608 -0.172376 0.533185 1.28848 -0.213299 0.178313 -0.254355 0.528232 0.0431512 -0.541854 0.0349637 0.0466909 0.0137858 0.196015 0.10826 -0.0117465 0.026257 -0.164753 0.0307049 -0.0664853 0.242431 0.0829366 0.122958 -0.127549 0.0180145 0.486082 -0.14507
internal_count=361931 361910 35905 3349 3161 182 77 2979 376 200 64 32556 193 86 32363 20539 2709 11824 17830 13369 1210 13310 4823 737 8487 7210 4086 1899 452 1277
shrinkage=0.05


Tree=5087
num_leaves=31
num_cat=0
split_feature=1028 407 1456 795 758 754 588 706 920 590 695 273 854 797 784 889 785 426 1425 522 1083 1452 1460 560 823 1456 305 1454 1459 1454
split_gain=16.2759 24.5746 19.5908 19.022 24.0691 26.8835 23.8614 22.3238 21.5644 21.9008 20.3376 20.0727 19.965 59.596 22.971 19.736 18.9987 21.0833 20.1251 18.9851 18.5298 18.2831 25.9035 27.0452 25.0254 24.2751 19.0583 18.4578 18.1294 21.0077
threshold=-0.96688480048775205 -1.2965003005540392 0.086884870144167459 -0.29258408639884992 -0.1354147541679151 2.3218875611781908 2.250834115212506 1.6846785363603172 -0.83967173534858641 -0.67541201360492764 2.737480222402255 -1.4062429412021196 -0.87473648844905705 0.63961785378869596 0.9594655836162902 2.6474452267957287 -0.86283290253235112 1.1606311095972439 1.0000000180025095e-35 -0.71745339412579689 1.0000000180025095e-35 0.59388296513046446 0.9504607190545632 0.62522393566729606 -0.277660549730326 0.37396721338577926 0.83417411455051516 -0.53254169354491554 0.40413748344094969 3.8331818028246452
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 20 4 5 6 8 -6 9 -3 -8 -9 13 -5 15 -14 -10 18 -18 -19 28 22 23 -4 -23 -24 27 -25 29 -1
right_child=1 3 21 12 7 -7 10 11 16 -11 -12 -13 14 -15 -16 -17 17 19 -20 -21 -22 24 25 26 -26 -27 -28 -29 -30 -31
leaf_value=-3.1245247994347866e-05 -6.5339483624696868e-05 -0.00017670252969677385 -0.00026249615992091411 -6.1868435891005959e-05 -3.0230518856457853e-05 -0.00018833590941690558 0.00025187968647436703 -0.00036839935876031274 0.00011504817133582921 0.000260617543984044 -0.0010021744236648491 0.00016541408047462898 -4.4882588896433735e-05 0.00025953429752835125 3.7875335373358336e-05 0.00021853198752803694 2.960190951037382e-06 9.8373785837933044e-05 0.00012816129337288627 -0.00018256179454100406 -8.7463551276489667e-05 0.00019553865821513581 0.0012480091970182481 0.00024093454751456338 -0.00020712681130595747 6.7896401680207069e-05 -0.00034952071121337289 -0.00012364337724928443 7.4323921463936052e-05 0.00056484205907282993
leaf_count=43103 36060 643 11928 6546 40821 3029 3486 541 12757 3653 56 5064 83498 4203 22567 1421 21980 1505 7803 4353 22044 2710 69 1683 2070 1383 984 1688 14028 255
internal_value=0 -0.00193558 -0.0399309 0.00585237 0.0281343 0.0573454 0.0664552 -0.012303 0.0541262 0.202213 0.236024 0.12865 -0.0137618 0.0752286 -0.0234539 -0.041178 0.0404401 0.0150776 0.0384315 -0.108177 -0.0216461 -0.112993 -0.153966 -0.189153 0.0390181 0.164421 -0.0238776 0.0615094 0.00173511 -0.0263515
internal_count=361931 259986 101945 223926 105691 59265 56236 46426 52694 4296 3542 5605 118235 10749 107486 84919 48398 35641 29783 5858 79430 22515 17735 16283 4780 1452 4355 3371 57386 43358
shrinkage=0.000980392


Tree=5088
num_leaves=31
num_cat=0
split_feature=1440 1358 981 1089 1278 285 899 803 1080 685 78 55 1470 710 484 346 553 1407 419 499 470 832 543 633 1043 1314 917 617 1316 1328
split_gain=8.41651 10.7904 16.5252 16.1469 17.6608 17.9217 19.645 17.3322 22.6965 22.5438 17.6544 18.8008 16.4187 18.4122 17.6525 19.1102 16.3868 20.7434 16.7762 19.6016 19.7459 16.363 16.1729 15.8469 15.7966 15.7336 16.4413 17.6317 16.7589 17.4094
threshold=1.0000000180025095e-35 0.48172645892998917 1.469577105443127 1.0000000180025095e-35 0.6890358509658806 1.0549305087693523 -1.0910043082285494 0.85523949479533445 1.323361361534652 0.58104764358843186 -0.08423229634840311 1.0000000180025095e-35 1.3497734081919235 2.4790415170315945 2.1817084099714643 -0.91581417385431363 0.32555278976958829 1.0000000180025095e-35 -0.49014820418939159 0.15947476038202593 0.66595742291584703 0.043018795416245384 1.0000000180025095e-35 -0.56819058230398578 2.566952594437542 -0.93320259971544439 2.2199400859748524 -0.39247160811933607 -0.53448099019429063 0.039838137006648157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 -6 -7 10 9 -9 16 -12 14 22 23 21 17 18 -1 -20 -21 -16 -14 -13 -18 -11 28 -28 29 -27
right_child=-2 2 -4 4 5 6 -8 8 -10 25 11 12 13 -15 15 -17 24 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0047781541372912267 -0.0017735876200230438 0.00072779720847168227 0.0066667825324197676 -0.0001171490476202582 0.0046661058762545188 0.022429894155801919 -0.0083134124422253406 0.0011083987643024876 0.0093384163824536508 -0.03292370600296432 0.0025421236088871237 -0.0058351354659977716 -0.018991496621872234 0.036830451077687003 0.098227695660144818 -0.037915833632464035 -0.0077806092652940436 -0.0071254752716063772 0.0054568635538493893 -0.0081560979333526705 0.0088007835318941185 -0.064365458166626019 0.019171201524661421 0.0021901040030986095 -0.050354825508605427 0.027185777928831825 -0.046501631814701766 0.085771628013994627 -0.017185847205431745 -0.017831279192511856
leaf_count=9275 48464 70578 6613 112428 18349 350 2679 15055 3467 561 18844 7077 2140 95 26 487 11136 10191 7947 3901 1051 20 248 8842 133 297 30 51 1344 252
internal_value=0 0.00142075 0.0256576 -0.00654792 0.00982776 0.0684392 -0.10075 -0.0299993 0.0277795 -0.0079744 -0.0473511 -0.00639908 -0.062304 -0.261652 -0.0345937 -0.558545 -0.0797763 -0.0544113 -0.0134342 0.0386496 -0.0772228 0.965794 -0.312499 -0.0216828 -0.166843 -0.237417 -0.138695 0.981428 -0.186566 0.176101
internal_count=361931 313467 77191 236276 133806 21378 3029 102470 21057 17590 81413 37779 18935 2483 16452 533 43634 32365 22174 12899 4952 46 2388 15919 11269 2535 1974 81 1893 549
shrinkage=0.05


Tree=5089
num_leaves=31
num_cat=0
split_feature=785 519 713 930 848 1028 962 652 590 777 565 842 816 1450 392 872 1469 746 1430 848 909 831 761 792 430 377 769 831 1452 9
split_gain=14.8894 14.3121 20.3725 22.1231 21.2914 21.04 20.772 22.0626 18.922 18.5994 17.7573 17.7609 17.6057 20.9702 24.1738 19.062 18.8201 19.292 20.5558 18.6815 18.193 17.9006 17.5637 19.1767 17.4768 17.1121 18.7736 17.0685 17.0292 17.0081
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0000000180025095e-35 1.3714217264408297 -0.98896428961744431 -0.67541201360492764 -0.79402034679008671 1.1604233505739945 -0.75742693342923417 0.98567350059335823 -0.35262914890079794 4.2575473192899809 3.0757328524286596 1.4550699066262183 1.0000000180025095e-35 1.0000000180025095e-35 0.63679990752296556 -0.74900495005853218 2.1965197198778803 1.9651948445941332 0.6540212943698811 -0.56406742211804961 1.4210717172751071 -1.1976283298594546 -0.29365729849290839 1.3895128202463656 -0.40539745765839968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 9 7 8 -4 -2 11 -6 15 -14 16 21 17 18 19 -15 -20 -9 23 -10 29 -3 -27 -28 -23 -25
right_child=1 25 6 4 10 -7 -8 12 22 -11 -12 -13 13 14 -16 -17 -18 -19 20 -21 -22 28 -24 24 -26 26 27 -29 -30 -31
leaf_value=3.8632176263926732e-05 0.00018501714144105602 1.7289140445582796e-05 0.0001719182288817639 -2.8385354947712027e-05 -0.00015587362967847852 0.00014180372889267389 -8.4960491761066736e-05 -4.9166533482186131e-05 2.9349332435560223e-05 -3.1942557964738547e-05 0.0012354453699311319 0.00065342144307043272 -4.3431306145938744e-05 -0.00022606431008989961 -0.0012035096003324341 0.00020489243101393578 0.00032177891022704721 0.00012217327202907897 -0.00047573011635675377 0.00021112058024766068 0.00010834569646066397 4.8287859813196092e-05 0.0002441639285697732 -0.00018467504713487036 -0.00022768506903137956 -0.00057287138325125438 3.4634638027361352e-05 0.00040206794007588041 0.00050782075428891927 0.00037373614473509392
leaf_count=29559 2471 18963 4403 30444 302 10344 45726 143077 16846 12022 89 232 15939 3877 84 1412 1290 7325 328 817 3735 4052 1471 529 3102 154 1051 1350 389 548
internal_value=0 -0.0139445 -0.0185779 0.0209648 -0.0200244 0.0725873 -0.0283117 -0.01993 0.0399978 0.00948377 0.389149 0.225339 -0.0298428 0.0156705 0.0677857 -0.0419812 0.072984 0.0523616 -0.0283441 -0.157752 0.0732992 -0.0450003 0.0134785 -0.00343678 -0.143163 0.0397806 0.209055 0.253862 0.0948323 0.104293
internal_count=361931 332372 310854 55904 31067 24837 254950 209224 26899 14493 623 534 182325 33395 17456 148930 17372 16082 8757 4694 4063 147518 22496 21025 4179 21518 2555 2401 4441 1077
shrinkage=0.000980392


Tree=5090
num_leaves=31
num_cat=0
split_feature=519 450 911 858 588 575 290 278 215 503 848 18 1467 703 1104 776 896 247 77 1400 928 8 635 699 347 1246 489 363 492 222
split_gain=8.36319 16.2607 17.748 16.7729 14.4047 14.5737 15.764 13.812 14.2065 13.6125 13.4246 13.2706 15.1135 13.2063 13.9844 13.0582 15.196 12.8745 12.5787 12.5214 12.3697 12.4261 13.9816 12.236 15.3372 13.756 13.4031 12.8255 13.3941 15.0464
threshold=2.1420547332082829 0.69231615738246322 0.98121470477716499 2.1406758129868066 0.71188872395471614 1.0000000180025095e-35 1.5512262255503753 -0.66303869493430956 0.92306248621590858 1.8610980194857565 3.7524743803482115 0.78488195513841597 -0.45368251123656866 0.72592350805381967 0.90733495983444168 -0.025316523654511255 1.526171459425987 1.0000000180025095e-35 -1.3281967945260671 1.3375871801099537 -0.97827964681891932 1.5185158957256417 -0.10165962639159089 0.32533814275031991 -0.81286063953491416 -0.2542987506102915 1.3950296926994172 1.1613900015859342 0.14435394525641002 0.21199071427178831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 11 23 -3 -13 14 -8 19 -17 -14 -10 -6 -5 -22 -23 27 25 -25 -26 -7 29 -29
right_child=1 9 -4 20 15 10 13 -9 18 -11 -12 12 17 -15 -16 16 -18 -19 -20 -21 21 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.00029994767192255802 -0.00012153969404129551 0.01000450201404625 -0.0063674526384514003 0.019163414928044506 0.0060674375591343449 0.010406506600630439 0.015173747374674425 -0.0085810731706764311 -0.050639650689875096 -0.045698430809436252 -0.061655873267184982 -0.033373094834404725 0.020597212975084371 0.04888936746468104 -0.042289125351849977 0.021279169427672388 -0.021717272357347134 -0.022611412528879903 0.043015320397420967 -0.028413265457473663 -0.027564534015310557 -0.040366615936590813 0.058370187507057573 0.039595187937765008 -0.0034791087613390767 -0.0056772607285026462 -0.036561755894144905 0.01622807435930932 -0.049611286409968598 -0.030608660146820954
leaf_count=338398 985 4314 3691 105 1358 3762 305 3586 26 65 43 207 226 94 62 1189 108 145 156 139 550 32 39 176 1335 188 177 239 95 136
internal_value=0 0.0371361 0.00699274 0.0414866 0.0577797 0.0220263 -0.0650841 -0.104855 0.113129 0.147841 0.0944192 0.160134 -0.16204 0.312806 0.11397 0.19636 0.355864 0.10085 0.665605 0.0590541 -0.296316 -0.426121 0.417064 0.102431 -0.0489 0.381863 -0.143919 0.16688 -0.186502 -0.00574671
internal_count=361931 23533 18576 14885 14159 11365 5214 4753 1167 4957 6151 4892 578 461 367 2794 1297 371 182 1497 726 621 71 6108 1876 364 1512 4232 470 375
shrinkage=0.05


Tree=5091
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1229 813 648 704 650 1443 566 973 848 355 1179 1452 1470 705 73 1456 580 921 553 402 518 416
split_gain=14.0578 12.3488 17.5821 19.5687 21.2049 36.746 22.2011 27.4445 29.9744 19.2264 18.8567 20.2714 18.068 17.968 17.0913 16.9397 20.9626 19.4487 18.0935 17.795 18.6746 17.0996 16.902 16.9623 16.8448 16.7525 16.6389 16.5201 16.2048 17.5566
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 2.1641256470006294 1.8166789435549495 -1.1956137993399691 1.6923072129381651 1.593744732512876 2.1059719136688364 -0.020548877484075464 3.0923382234878019 -0.16355268752948868 -0.56301713979646473 0.4926003403048807 -0.28624993602619125 -1.9708762701722997 -0.92301370910661007 0.13944338355182523 1.0000000180025095e-35 1.0525743831388839 -0.70113916377037711 2.9541164636104842 1.0794040238867422 0.90571909922259353
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 -6 9 -8 10 -4 11 -9 15 27 -5 16 19 -17 -18 -2 -21 -19 -22 -24 -13 -23 -10 -7 29 -14
right_child=1 -3 3 14 5 13 7 8 26 -11 -12 24 28 -15 -16 17 18 21 -20 20 22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.8326768120346847e-05 -4.0041492929604049e-06 3.6470193452841157e-05 -4.9990407386178259e-05 -6.7007296399426139e-05 7.920341103547201e-07 0.00028230753239637084 -8.712123171787119e-05 -0.00026357140086888983 0.00066400928785477595 0.00010633452278735966 0.00022396352635733249 -3.0126946740213321e-05 2.0803161012121459e-05 -9.1854325982177943e-05 0.00010300492769441985 2.2748654252866259e-05 -0.00013011453423967644 -0.00029762588872569865 0.00054257800792119652 3.6311625572195721e-05 -0.0001120230255685447 -3.0440448924112134e-05 0.00022785558874710178 0.00065895080692017667 8.7180172750203996e-05 -0.00033058190337312586 0.00019898680563023311 -0.00064474218081332386 0.00039384967962060512 0.00035925744574982023
leaf_count=29559 22418 21518 94773 82198 18652 4134 11003 2150 430 3837 2316 13658 4478 840 3066 10991 289 2645 643 4246 434 8170 1412 569 13094 1141 1435 85 857 890
internal_value=0 -0.0127503 -0.0170532 -0.0264598 -0.0124674 0.0500991 -0.0239709 0.0212506 0.0542233 -0.043698 0.0344213 0.0164423 0.018281 0.213024 -0.059936 0.00436518 0.0384398 -0.0456627 0.363481 0.0275294 0.125952 -0.115808 0.27701 0.360861 0.0308052 -0.07015 0.314443 0.268146 0.135024 0.0837288
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 98610 31218 28902 59183 5059 85264 52958 30011 22947 932 29079 6661 11956 2415 1981 26752 9311 1865 4219 6225 5368
shrinkage=0.000980392


Tree=5092
num_leaves=31
num_cat=0
split_feature=785 1465 1452 1466 1470 769 1326 1188 396 1465 1331 424 1457 362 1161 770 144 1470 620 82 84 1244 1122 1391 1454 21 841 304 1104 1463
split_gain=8.35151 9.96195 13.7186 11.3619 15.4987 11.5956 13.685 12.2316 11.7969 11.48 11.4673 11.2676 12.2722 11.8458 12.528 11.6524 11.0507 14.6023 10.974 16.2517 13.8792 13.3099 13.2794 12.6958 14.7912 16.7414 14.7399 18.5826 15.6321 14.3953
threshold=-0.86283290253235112 -0.40523020188868136 0.32331123534916567 0.16628775677498031 1.0422798639774344 -0.50590737796752361 0.34413641262922029 0.83118926021680029 -0.65020177052412809 -0.42672186806716134 1.3223017976591429 -1.2387766495523065 2.5748873741520337 -0.76135110281341289 1.0300990262049112 -1.6540499160178077 1.3074100866861527 -0.50307230694666427 1.1734518836084071 0.86215552275631324 0.8841168051662337 0.27444847969900565 0.4323518532428216 0.24888091469804927 -0.58754815837321106 1.3785497256249488 -0.8187311858132863 1.0000000180025095e-35 0.47962779249154169 -0.36518545592167084
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 9 6 -6 8 -7 16 -5 13 15 -1 -15 -13 -4 -18 23 22 21 -21 -20 24 25 26 -3 -28 -29 -27
right_child=-2 18 3 10 5 7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.014294038040709453 -0.00031345573947902296 -0.026154825953735656 -0.019046392252188904 0.010144523082699287 0.044985721191994454 0.012605543392296852 -0.013770763898382461 0.051268074681711844 -0.06533766029514769 -0.085501738852582665 -0.042016908756735916 -0.055723524642050208 0.034884179598823471 -0.052814019364188586 0.029399315535130269 0.001660407904028162 -0.027900382130307957 0.035917121478639846 0.0047739904885761011 -0.056981502878047499 0.02569346223459262 -0.0047415311796712807 -0.021504556911519996 0.0084914038721515765 0.0043051631823476265 -0.01279430996627726 0.013288631120422237 -0.020572085575571181 0.013227134442852076 -0.062390106491463371
leaf_count=76 332372 296 1537 561 157 52 87 21 69 34 64 58 160 163 32 8401 80 110 1395 189 52 100 318 5982 7587 217 852 551 239 119
internal_value=0 0.0338223 -0.0181198 -0.16192 -0.245456 0.182804 0.494722 -0.352555 -0.699801 -0.338365 0.103725 0.0244073 0.0380969 -0.451009 -0.782755 0.0270406 -0.312217 0.199829 0.0673749 -0.0920565 -0.556407 -0.762229 -0.000913348 0.0871953 0.0374537 -0.12023 -0.0412629 0.0374218 -0.206073 -0.586564
internal_count=361931 29559 11662 2772 2147 386 244 142 121 1761 625 8890 8619 271 195 8459 1727 190 17897 2054 341 289 1713 15843 9861 2274 1938 1642 790 336
shrinkage=0.05


Tree=5093
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 645 791 746 809 289 651 1437 650 1324 620 1459 854 797 797 965 414 84 582 765 21 1317 13 773 1311 493
split_gain=16.0281 13.5421 19.7466 20.5769 46.2011 21.481 20.9537 32.9457 26.5737 22.5569 21.6419 21.5053 19.8725 19.5441 19.5652 18.9608 18.1786 78.4772 21.668 21.6836 24.3063 19.2918 18.577 20.7709 18.0187 17.8676 17.7966 18.6208 19.0056 17.6679
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 1.1155635910225459 0.66777575187080795 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 1.6923072129381651 0.70036819076278212 1.1734518836084071 -0.06045160922923843 -0.87473648844905705 0.63961785378869596 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 -0.010139945829889745 2.1384355827858248 -0.98626203349183483 -1.6471741456694959 0.91268718353196443 -0.17189113104522832 0.30711866236834834 0.052484712102878438 1.7658743032110651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 6 -5 -6 16 8 9 -8 15 13 -2 14 25 26 17 21 22 20 24 -4 -18 -24 -20 -10 27 -11 -29 -17
right_child=1 -3 3 4 5 -7 7 -9 11 10 -12 -13 -14 -15 -16 29 18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=3.9382269799308583e-05 3.1512242648197533e-06 3.6418095723580297e-05 -0.00024832618083481641 -2.1929344340333126e-05 0.00010762837420657559 0.0003845366258179638 -0.00029469307518174088 0.00010724015002167539 3.7655191272325626e-05 -0.00012435140223612072 0.00030365971980595438 0.00024340261080497424 0.0001374458966074784 -0.00011343489800642783 0.00024189648879703035 -1.6354138323782004e-05 -3.6310812761979195e-05 0.00027448711898973567 0.00060448908900133163 -0.00018488887085490319 -0.00023419986648019829 -7.5851249893252635e-06 0.00043646951194553646 -0.00020420857095504417 -3.0618747002629299e-05 -0.00016217835312925155 -0.00023466870779812311 -6.0472847269261626e-05 0.0005682172407082323 0.00049502911839380411
leaf_count=29559 52958 21518 3436 27758 4947 1749 5765 10171 16274 4710 765 1630 6225 6412 2218 7919 96650 3633 275 15813 4003 3793 310 5586 15390 2973 7692 726 566 507
internal_value=0 -0.0151311 -0.019631 -0.0295863 0.0228357 0.183747 -0.038962 -0.00250199 -0.0294739 -0.0976507 -0.0655728 0.0148362 0.0177916 -0.00244343 0.0323186 -0.084845 -0.0551443 0.0339963 -0.0634352 -0.117099 -0.0633077 -0.118429 -0.045493 -0.175756 -0.0202834 0.00829469 -0.151631 -0.0326333 0.240595 0.0149107
internal_count=361931 332372 310854 251671 34454 6696 217217 68328 58157 28650 22885 29507 59183 27877 21465 22120 148889 10862 138027 35481 19668 7229 102546 5896 15665 19247 13694 6002 1292 8426
shrinkage=0.000980392


Tree=5094
num_leaves=31
num_cat=0
split_feature=46 1467 1466 608 1455 692 185 5 632 562 1100 1182 1385 476 779 407 1368 907 1174 1252 1414 1467 1452 641 15 1394 1467 1467 1456 558
split_gain=8.34764 13.71 17.6096 13.3336 17.0186 21.8895 18.3715 19.2101 16.9618 19.3622 15.8541 15.5749 15.1434 16.1188 14.9168 19.0128 17.1902 14.9676 18.0235 17.1633 16.09 14.8971 17.8629 18.5429 19.2087 16.4089 15.7665 25.0594 19.3941 18.8641
threshold=1.0000000180025095e-35 4.0242090356330973 1.5748972947834672 1.0000000180025095e-35 1.2831308907880747 0.90771711692428048 0.45051850460492232 0.29927953753491454 -0.99715825859806673 -1.1371759329762667 -0.40327235445934179 0.27911168331896463 3.4747436120062587 -0.39677154503368783 -0.26789219335054398 0.54032197783379154 2.7867186816414384 -0.6888467879835215 0.86363737467455426 0.67623431676141632 1.0000000180025095e-35 -0.11290953983806484 -0.52432220502390359 3.2700127965381456 -0.0096891356025210831 -1.0363331067632418 -0.2443694657244202 -0.30623595977454926 0.48268798061829216 1.5476542874784067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 12 6 10 21 8 -8 -10 -6 -9 -2 -14 16 -16 17 18 -11 20 -19 25 23 24 -23 -5 27 28 -27 -29
right_child=1 2 -4 4 5 -7 7 11 9 14 -12 -13 13 -15 15 -17 -18 19 -20 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00027634192266524454 -0.0027416243710723701 0.019553792723348881 -0.013391745262128727 -0.0075287833108508787 -0.0031014792391490013 0.020918007777318573 -0.0059311334864411867 0.0014201757007916529 -0.0092286453128710526 0.010913197400653192 0.010115193431311675 -0.012300450936978673 -0.020730721082348701 0.051581904380015843 0.022629790605944486 0.006337421662772829 -0.059352052635368628 -0.0071381190888742249 0.056384418880374258 -0.020127967159110572 0.016044612741520865 -0.0058998735943788603 -0.0065852094622338708 0.046221918105605872 0.0073667407362173797 0.003045493151239169 0.0091324687885678511 -0.016862638920895158 -0.0069946460959392819 0.025241659655945266
leaf_count=226821 64457 803 305 4355 2574 942 1623 3835 807 776 2099 1687 119 143 2173 1685 48 767 118 494 806 3575 14511 117 2713 15260 3014 1783 3362 159
internal_value=0 -0.0189245 0.229755 -0.0215561 -0.000467514 0.116867 -0.0123021 0.0593021 0.124804 0.166071 0.0522097 -0.0488887 -0.0520559 0.591544 0.204319 0.300613 0.0853175 0.108523 0.341445 -0.00386058 0.107751 -0.0353478 -0.0841237 0.020407 0.00214929 0.000915079 0.0233369 -0.000181511 0.0258339 -0.262883
internal_count=361931 135110 1108 134002 69283 5615 63668 14819 9297 7674 4673 5522 64719 262 6867 3858 3009 2961 894 2067 1573 48849 20916 6405 6288 27933 23578 20564 18622 1942
shrinkage=0.05


Tree=5095
num_leaves=31
num_cat=0
split_feature=50 194 1023 1242 361 120 1458 316 140 5 1262 763 901 848 806 978 909 490 1049 622 756 972 488 1174 838 1039 558 1387 798 703
split_gain=8.43183 15.5262 13.3551 12.783 12.6719 17.2737 14.9969 14.5107 19.3776 16.2505 16.3149 15.9781 15.0051 15.9244 17.1444 14.8043 14.4714 15.4666 17.7443 15.0069 14.413 14.3915 14.1172 14.0864 13.9289 25.4051 13.9029 13.7829 15.6857 15.4527
threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.5066796363144226 0.59044395542794448 0.12044980371416421 1.8571433830013147 -0.27147249079427987 1.0000000180025095e-35 0.068421700418216991 2.3774452573910199 0.83667090599045701 -0.80437907982515389 -1.0340761796239992 0.32565292913016097 1.4741736162398185 -0.62178369621986584 -0.62658750036069699 0.25837206614930791 -0.1583252299309961 1.4842815623435579 0.87309663812090754 0.36597026850916248 -1.1498424246120027 -0.034491970460415217 2.629963714887575 -1.0000000180025095e-35 -0.86642739480938336 1.5932573214428529 2.2760684109587372 0.77224167254175635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 20 9 11 10 27 26 -12 14 23 22 17 18 -13 -19 -1 24 -15 -14 -7 -26 -9 28 -8 -29
right_child=-2 -3 3 -5 -6 21 7 8 -10 -11 12 16 13 15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0010692097867816906 0.00035169680678040651 6.4728372502657634e-05 0.056959873753087392 -0.01954726717696495 -0.0047064096804922285 -0.0086526485517074928 0.0016036918528282526 0.002534570929061656 0.005686170088670092 -0.019689804034992035 -0.026552044225429696 0.0020225744641777506 0.037038183900276821 0.18113022123417213 0.081576339683557042 -0.012092957479829372 -0.0094089507767041673 -0.035449334988896332 0.050638992829437915 0.061552449572301604 -0.011055400466529371 -0.035807187489754533 0.027996936108272544 -0.00085279405879225452 -0.057518624716718973 0.2615339617285477 -0.036512213658976063 0.013426583562966188 0.029346776749512405 0.067996419575776484
leaf_count=14173 197382 90336 69 39 33685 2001 7432 275 3175 470 159 490 575 20 91 436 2860 393 307 71 4208 965 128 327 22 24 712 556 431 119
internal_value=0 -0.0165823 -0.0508388 0.669478 -0.0529714 -0.0174509 -0.00433275 0.0486348 -0.0465087 0.111466 0.133466 -0.171773 0.390169 0.467586 0.653874 0.0271582 -0.0841085 0.239408 0.475906 -0.385731 -0.0680083 -0.300471 0.981028 0.525306 -0.132482 2.20654 -0.508153 0.0880992 0.0588658 0.484123
internal_count=361931 164549 74213 108 74105 40420 37408 19027 8283 10744 10274 5108 1736 1577 993 584 4121 1261 797 464 18381 3012 148 902 2047 46 987 8538 7863 675
shrinkage=0.05


Tree=5096
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 12 124 637 1114 1290 1183 1441 500 1456 1458 1249 1110 774 219 1325 444 1190 156 1328 909 924 1043 906 771 762 1189 1380
split_gain=8.32338 20.5258 15.5791 13.3996 16.4512 15.9334 17.138 15.2914 20.1614 18.4645 15.9835 15.8355 18.8654 18.6066 19.1743 14.7551 14.6516 17.9721 14.9986 18.421 14.6526 14.6433 17.6001 17.3254 18.2895 15.5593 14.6102 14.5732 16.8705 15.2399
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 -0.16880868750248187 4.2851108724116029 1.8501342574368116 3.3498340555328805 1.0000000180025095e-35 2.8340976839082597 1.7193014468115779 -1.1478885581931528 0.48268798061829216 0.036661978097680334 0.92519501413929195 -0.6461234282677395 0.99662224155260482 -0.91347142536854575 -0.20168657304938695 -1.030303753827398 0.88705930516887588 -0.87096416616185579 -0.2903933063976436 2.2915798140579686 1.8999064755685127 -0.75502017432362545 -0.29063142586013563 1.9392965965459734 2.267816636509338 0.81899735608587665 0.045949581928848883
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 26 16 11 9 10 -9 -2 13 -13 15 -15 17 -7 19 -18 -19 23 -23 24 -20 -26 27 -5 29 -29
right_child=3 -3 -4 5 -6 6 -8 8 -10 -11 -12 12 -14 14 -16 -17 18 20 21 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0042841739482936429 0.0011298437353890053 0.00028338714994210454 -0.0032211036116894399 0.0010513027403727339 -0.034572274914671679 -0.015253582474098535 0.076719010223422077 0.0055441734616910538 -0.03213945175197918 -0.014620460268472336 -0.002799421638981902 -0.0040989176850595999 0.00260056126963157 -0.0055015703966070587 -0.026501137170509049 0.059730946729673245 -0.047876719447938372 -0.044364484723745115 -0.033210785014970642 0.027529478686389733 0.057846452282993566 -0.016522446911638872 0.02961275840280635 0.048137330496520497 -0.0092126689361307322 0.015375668869031462 0.007128204360034366 0.023368176573679879 -0.014719178609894974 0.0011870898184087144
leaf_count=3489 64621 89418 71199 74791 207 156 23 3843 388 1946 26017 7446 4716 403 1297 55 287 30 243 67 150 1688 101 83 607 637 6234 935 271 583
internal_value=0 -0.0162167 -0.0527296 0.0071999 -0.0104457 0.0276644 -0.113731 -0.00923331 -0.0546697 -0.048318 -0.0341507 0.00768675 -0.0655932 -0.131059 -0.371895 0.0831371 -0.127384 0.383715 -0.165334 -0.675475 0.883457 -0.123522 -0.269352 0.0309857 -0.0279391 0.0689125 0.0342232 0.0260101 0.21759 0.302738
internal_count=361931 164106 74688 197825 110939 86886 4072 110732 32194 31806 29860 78538 13917 9201 1755 458 4049 336 3713 354 180 3359 1789 1570 1487 1244 82814 76580 1789 1518
shrinkage=0.05


Tree=5097
num_leaves=31
num_cat=0
split_feature=60 1450 493 425 292 1469 913 911 1398 1223 21 1124 1245 1455 693 1051 217 1457 72 422 13 842 1322 111 637 1095 1184 1453 774 1453
split_gain=8.24594 14.2454 16.9365 16.5924 14.9714 13.9344 14.2506 24.0061 16.4983 14.1398 13.884 19.3853 16.5871 17.1542 18.2772 17.7582 17.654 17.4308 16.8365 16.065 24.9458 17.3275 16.9797 15.8442 15.7338 15.1577 15.0094 17.2367 17.9306 22.8718
threshold=1.0000000180025095e-35 1.9280150050707487 0.31924691776856334 2.0779597807797701 -1.5146726449237742 -1.3263328046252252 -0.70019605808935981 -1.6375994360432782 1.1419834732494956 3.539468371618455 0.2439032738895319 -0.69470722964222087 -0.1798976817849964 1.0000000180025095e-35 -0.49727115344887657 -0.60782410229998673 -0.74135783614512529 -0.056644589564525123 -1.4840379094527199 1.3209337575983215 0.73453661532671888 -0.45652028167335418 0.83311445300537856 1.2787303819744085 -1.1362347662690138 6.1629782197456482 1.2826198118479097 -0.074792591002300263 -0.20154462914437052 0.015182868257454333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 -3 -2 9 8 -8 -7 11 19 13 -12 15 24 -17 23 -14 21 22 -9 -21 -16 -15 26 27 -13 29 -29
right_child=1 2 3 -5 -6 6 7 10 -10 -11 12 25 18 14 17 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=8.7805920513519457e-05 0.012946943466912686 0.022739992929876975 -0.00021892451064504535 0.093579255662425614 -0.023079183340329851 -0.0060784107634528645 0.022963372590450809 -0.010063668691456119 0.106897034533455 0.04906803799120963 0.003377216556754731 -0.0097767747876494459 -0.047576962945232087 -0.038940247144549411 0.024471443115082203 0.065915177377850478 0.002533841367863025 -0.015778524304843666 -0.000337433612712864 -0.0090464413800989234 0.063772688197842362 0.0078714159008313155 0.05061533938474673 -0.052779611229325042 0.089874569892156267 0.11136984066897067 0.0076828462276371835 0.048180730178365216 -0.0070399545805675551 0.0039103480611762803
leaf_count=313675 803 115 787 24 1422 12027 264 1695 71 50 3110 10511 183 22 684 83 221 257 5120 276 123 2582 80 51 118 29 1540 226 3286 2496
internal_value=0 -0.0349424 -0.228376 0.0693135 -0.386084 -0.0242316 -0.0317847 -0.0042974 0.843191 -0.113484 -0.010263 -0.0509032 0.0621927 0.173174 0.389614 0.805432 0.465376 0.210997 -0.0260194 0.0957877 0.491999 0.0373572 0.134975 0.403298 1.51166 -0.0946512 -0.0974567 -0.123176 -0.0101779 0.156626
internal_count=361931 48256 2348 811 1537 45908 45105 33028 335 12077 32693 22844 9849 4546 1436 444 304 992 5303 4756 479 4277 356 735 140 18088 18059 16519 6008 2722
shrinkage=0.05


Tree=5098
num_leaves=31
num_cat=0
split_feature=48 350 346 759 223 361 771 1240 489 979 704 279 960 775 557 703 1325 621 1242 498 53 1124 839 766 1176 391 137 1445 386 500
split_gain=8.20831 11.2522 8.34276 11.9284 14.4078 15.3763 14.9851 14.4636 13.2944 15.1772 12.5802 12.7761 14.9223 14.8132 13.7034 13.489 14.7637 19.4013 12.9281 12.3189 12.1643 12.238 12.0576 11.5542 12.1812 11.5462 11.2848 11.4629 11.2566 13.3028
threshold=6.6471978856162712 -0.4849526820376141 2.2729813834108188 1.028877168090977 0.10938880441836225 -0.67606799922743899 -0.39761300628893254 1.0000000180025095e-35 2.0235271918629705 0.93060579309205005 -0.1541082024984341 -1.3378032505068285 -0.64257916016084482 1.0347099035371781 -0.58209564194504504 0.6448667201999303 1.2939943875593827 1.4463912107159955 1.5943569967438325 0.026297605365829275 1.2912025798565661 -0.79500824118157831 -0.059947508490476219 -1.1422408279013536 0.30168275350764479 1.0000000180025095e-35 0.11701419275757165 1.0000000180025095e-35 -0.5842495347762191 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 10 5 6 -5 -8 9 -7 11 12 -4 14 -13 16 17 18 -15 -17 21 25 -18 -6 -25 -14 27 -26 29 -12
right_child=1 -3 3 4 23 8 7 -9 -10 -11 28 13 20 15 -16 19 22 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-3.2222447103698506e-06 0.050061829791111082 -0.048406965111229751 -0.025459754603272412 -0.041904138634943772 0.088190455375576168 0.012799654263772529 0.039749426318692743 -0.052561256394284731 0.11567637835012157 0.059796194657407611 -0.051432138198409 -0.027683615610726481 0.12884319521504009 -0.026031586569959242 -0.010306442616627148 0.092254183428196912 0.10013399782666646 0.080277343436517865 0.072292717163945849 -0.0054288541396692973 0.085505274483965679 0.0049279640502733098 -0.033051495283168413 -0.027797115591147916 0.061114186991667631 -0.013496334060819565 -0.022302779362023809 -0.04585898140011796 0.00087363180469657113 0.0071689082278481022
leaf_count=350182 21 117 219 182 20 555 113 40 25 117 151 1343 26 401 2363 39 30 30 22 34 41 417 21 371 60 30 84 37 4731 109
internal_value=0 -0.63365 -0.0019463 -0.0725952 0.137704 0.325239 -0.18227 0.355009 0.530137 0.459369 -0.107434 -0.203202 0.153707 -0.254928 -0.316609 0.142403 -0.0388924 -0.211853 -0.390929 1.05845 0.410676 0.262388 1.22003 -0.194328 -0.264979 1.58072 0.254384 0.81101 -0.0133842 -0.531066
internal_count=361931 138 361793 11611 1604 1032 335 153 697 672 10007 5016 733 4283 3706 577 504 453 423 73 514 473 51 572 552 56 181 97 4991 260
shrinkage=0.05


Tree=5099
num_leaves=31
num_cat=0
split_feature=785 519 713 930 1028 848 921 783 1443 762 990 852 777 1368 1467 1160 972 1116 1321 1201 885 906 850 706 286 1030 515 790 574 1384
split_gain=14.7245 13.3863 16.7863 21.5563 20.5988 20.5237 19.761 41.6162 23.0631 25.8027 19.3202 19.616 18.534 18.4668 19.6204 22.7233 22.4067 22.9339 22.6357 19.778 19.7479 19.4551 22.6729 20.3933 19.1649 18.2964 17.9213 20.4348 20.5708 18.0391
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.65656536832909496 1.0000000180025095e-35 -0.79402034679008671 0.70892277612114496 0.072195445971033334 1.0000000180025095e-35 0.84356271784080483 -0.95171119386051817 -0.0077993168967648678 0.87496205445575626 4.8263866747680533 0.10862943175569685 -0.71655674043578599 1.6846785363603172 0.30565811268230497 2.7042904249467168 1.4353143596930875 1.8618223311409718 -0.71454879228704005 0.56210851049067123
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 12 -5 13 8 9 10 -8 -12 -2 21 15 20 17 -17 19 24 -15 22 23 -4 -18 -16 27 29 -29 -24
right_child=1 -3 6 5 -6 -7 7 -9 -10 -11 11 -13 -14 14 25 16 18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=3.8828230385266238e-05 0.00018170128733331679 3.7773472866429409e-05 -0.00012961416873537635 -3.0646094505702029e-05 0.00013739681386042507 0.00037152435661199913 -3.10379926062395e-05 0.00026150416595689251 -0.00012978278671109427 0.00025066907508408746 -3.0990824205538535e-06 0.00028348939506249812 -3.4799961565501732e-05 -0.000113903490467521 7.9440796543167239e-05 -0.00041591360361394037 -0.0004789824205686271 8.4867655385736864e-05 0.00010664042911997951 0.00049110508718917996 0.0004589393794128849 -7.904094140290519e-05 -1.6048234477163003e-05 0.00019083611625035949 2.4260866291792195e-05 -0.00056418014296617379 9.2624273800985464e-05 0.00035139995923365823 3.5318174254979949e-05 -0.0001170289463202755
leaf_count=29559 2471 21518 16849 30444 10344 623 18216 3076 6926 2064 2604 1940 12022 15269 14918 586 1260 11029 1101 129 266 76446 48930 1459 470 409 9154 1427 6334 14088
internal_value=0 -0.0134378 -0.0179191 0.0179565 0.0688881 -0.0224927 -0.0267612 0.0243265 -0.0023919 0.0282645 0.00403716 0.131923 0.00647353 -0.0358722 0.00479717 -0.0298013 0.0262877 0.0681653 -0.143205 -0.286837 -0.102049 -0.0484752 -0.0264723 -0.108232 -0.349861 0.0713289 -0.00948959 -0.0222388 0.0947216 -0.0367456
internal_count=361931 332372 310854 55904 24837 31067 254950 34826 31750 24824 22760 4544 14493 220124 45437 30110 14575 11615 2960 1859 15535 174687 98241 18308 1730 15327 79933 70779 7761 63018
shrinkage=0.000980392


Tree=5100
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 988 1002 921 1465 353 359 410 114 1112 429 484 900 1061 1004 572 1454 1053 1470 982 710 499 1248 1080 718 930 545
split_gain=12.9573 11.9255 19.4946 17.8916 16.8217 19.7297 16.9827 18.2486 16.865 24.4735 16.724 16.4417 20.8937 16.2261 20.3111 19.0048 16.2071 25.4033 19.1195 22.1292 17.5488 16.6047 18.8785 17.55 16.0315 17.9265 15.9858 17.2403 28.9112 23.9725
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.3820670939764912 -0.32459312438081372 -0.24051307952136838 0.14486519861544186 0.55938823495656564 0.32346298429964238 1.644349105518915 1.0000000180025095e-35 1.5620189235502193 -0.64405295088620862 1.6134396840371368 -0.36980086556920722 -0.87357009987099121 0.59444477453878863 -0.80326163028523578 0.67485211051868899 2.6159382925808998 0.34450605210609392 -1.250993462477682 2.2276597626323835 0.81509227193962785 0.90534735469378391 3.9810989087578279 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 -3 -5 6 7 10 13 11 -6 -10 -13 14 15 -8 17 -7 19 -18 -21 -20 -23 -24 25 -25 27 -2 29 -29
right_child=1 2 -4 4 5 16 8 -9 9 -11 -12 12 -14 -15 -16 -17 18 -19 21 20 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=3.6992456857185601e-05 -3.4476557772951334e-05 -6.5082164514178333e-05 0.00043993452727397633 -0.00042036004074737758 7.617846955164991e-05 -8.5152755666871119e-05 0.00028995289121047771 -0.0001685028886164038 0.00055011447528302917 9.4468889917870424e-05 -0.00041494653912418005 0.00023813240588923626 -0.0012099694720613405 9.2746237322212157e-05 -0.0009276115184163584 -0.00018409002764817344 0.00014955500577474039 0.00027026459501895852 -3.6109245952372463e-06 -0.00020881662885204825 0.0013294667271590019 -0.00095133606532217584 -0.00010260455204867195 0.00046663352271120097 0.0015041764791175092 -0.0013575845695213994 0.00024456799361266969 8.0812547519030895e-06 -3.7529389526120167e-05 0.00016104452828185083
leaf_count=29559 186468 17071 426 572 6363 1584 639 2822 1145 3107 582 566 47 13178 206 1681 5375 2153 24980 1255 34 145 13267 156 45 32 953 13248 25567 8705
internal_value=0 -0.0121009 0.00844932 0.0061097 0.0192201 0.0215754 0.0672189 -0.0136773 0.102624 0.210161 0.050229 0.409763 0.132094 0.0645988 -0.1129 -0.0575712 -0.00568157 0.130353 -0.0176805 0.0908496 -0.169428 -0.036988 -0.10135 -0.0931261 0.488527 0.187136 -0.0222141 -0.0237442 0.0157271 0.0781023
internal_count=361931 332372 97431 97005 79934 79362 30336 9767 20569 4865 6945 1758 613 15704 2526 2320 49026 3737 45289 6664 1289 38625 13645 13500 233 188 234941 233988 47520 21953
shrinkage=0.000980392


Tree=5101
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 913 84 560 498 497 276 761 333 969 704 360 293 1191 1124 1328 1020 207 208 1174 415 428 2 776 566 1469
split_gain=16.3341 13.7963 17.3778 20.672 21.7272 16.692 18.5526 17.4898 15.728 22.4593 20.586 17.533 15.357 16.3312 17.7537 15.7256 15.3375 15.32 16.1122 15.6381 15.2237 17.9936 16.2834 14.9171 17.0398 15.9091 15.4485 14.9158 14.8744 14.8032
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 1.69116793757109 0.13067971497466105 0.56241006936257165 -0.33877502260186204 1.0308016862606064 -0.12121415997224265 -1.0147207219938077 0.31972232794706168 0.80962666298123909 1.2439069627317199 0.061729565717099602 -1.3524890297790144 2.1590889378513896 0.9225625799555941 1.4758636233174329 -0.79712766438967786 0.55427967263016731 -0.62692194399260326 1.5024388058824332 -0.2568367758153639 -0.62248548054053054 -1.0588145806293296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 29 8 5 7 -7 -5 9 -4 -10 -12 20 -14 15 -15 -17 18 -9 -20 -3 22 27 24 -16 -26 28 -22 -25 -2
right_child=1 12 3 4 -6 6 -8 17 10 -11 11 -13 13 14 23 16 -18 -19 19 -21 21 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=3.4956952095324101e-07 -9.9130639726036814e-06 -9.5588081161734865e-05 -0.00031700076891950392 -0.00042191279638312284 5.1009396612184019e-05 0.00032296671753114707 -0.00073623335945468139 -5.7217030110213372e-05 0.00061253033812708527 6.3039740308869834e-06 0.00072575173309864988 -0.0012536785056686255 -0.00010272543540253712 0.0014788075569826813 -0.00053850013494281693 -7.6640437952334308e-05 0.0022046270429420733 -0.00051487383149536594 -0.0012426448387520361 0.00045624448408748946 0.00050122241165312506 -0.00030911632560299786 -0.00067560125429185045 -0.00019935515287645934 -0.0013610413332646005 0.00098459255997482135 -0.00059533862738681117 7.6326800540356987e-05 0.00029349238129396218 -6.232382594294409e-05
leaf_count=29559 29981 91767 2623 676 21461 107 458 1276 238 1822 28 62 2753 77 328 112 20 268 31 555 653 487 124 419 22 67 135 1160 1811 172851
internal_value=0 -0.0556527 -0.0467708 0.00304164 0.0276613 -0.146209 -0.527816 -0.0768181 -0.136077 -0.175011 0.309062 -0.584255 -0.0823424 0.0356108 0.149005 0.785726 0.250464 0.0159345 0.0829431 0.386232 -0.0913019 0.0905645 0.190168 0.0998715 -0.298429 0.55295 0.170959 0.241985 0.215364 -0.05476
internal_count=361931 332372 232437 29605 24832 3371 565 2806 4773 4445 328 90 99935 5744 2991 209 132 2130 1862 586 94191 2424 1937 2782 417 89 2365 1813 2230 202832
shrinkage=0.000980392


Tree=5102
num_leaves=31
num_cat=0
split_feature=785 1431 49 147 1100 1109 1449 1470 954 1458 1469 1450 1311 357 342 1450 162 95 126 1451 269 1038 907 1314 431 485 281 555 1455 1112
split_gain=17.0059 15.943 15.4383 22.3869 26.1094 19.2858 17.475 18.786 17.7592 18.6224 20.2333 20.8675 21.1071 19.4651 17.8818 19.4965 17.8556 17.0721 18.1906 16.4132 18.161 15.9443 15.5394 22.2608 20.1322 19.3617 15.4237 16.1871 15.0708 15.2304
threshold=-0.86283290253235112 1.0099929608726099 1.0000000180025095e-35 -0.044493704381537387 1.0486018294583193 -0.86371697180333395 1.2624102624837521 -0.73960580249627117 0.34985508981269864 0.14052504452646655 0.25123789864468821 0.031350008669292655 -0.26705804210677847 -0.77940038948312373 -1.392048820928135 2.0816276526181965 0.6626611036561203 -0.37681758506762553 2.7891731844326864 2.0449728082647582 0.85216676757878052 -1.4153018326339517 2.8261612301154702 -0.17917337413260562 0.75027830674169793 -0.92410797549049906 3.4123036657434356 -1.9311332359003652 4.0789913919971044 2.2757732688077597
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 26 -6 22 19 16 10 11 12 -10 -11 -13 -16 -9 18 -5 20 21 -8 28 25 -25 -24 27 -4 29 -2
right_child=1 -3 3 17 5 -7 7 8 9 13 -12 14 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=3.8341305517923952e-05 -1.3990417061840165e-05 -6.0333872549433083e-05 -0.00037070803345621911 -2.7903192938657798e-05 4.8705255679298766e-05 -0.00015325519092477505 -0.00074247328439357087 -5.6188459156508331e-06 0.00016570644159519488 -0.00035328471029550177 0.00075371874380687992 -0.00079731992073098679 -0.00064839498993964442 0.00059419192526071352 0.00057114476041702296 -0.00034783860866864299 0.00036676824379001428 -0.00010912335506699933 0.00093000618799231663 0.00020047460309407169 0.00011079891059990515 -0.00011042871208764251 -0.0010979949123375706 0.00061558732568957678 -0.00046874455415529516 6.7736293216060932e-05 0.00058558835612855043 2.2312650265506578e-05 0.00019515837662417718 0.00012088300296690003
leaf_count=29559 139439 51415 771 24525 4587 11537 263 3401 259 121 198 72 332 896 480 124 733 31730 89 1404 1885 3524 130 634 117 571 229 47514 1562 3830
internal_value=0 -0.0178462 -0.0115218 -0.0329079 -0.00309991 -0.0990413 0.00280161 0.0775745 0.162597 0.299766 0.142059 0.0409172 -0.265869 0.512 0.288406 0.395107 0.0670647 -0.0700595 -0.0240658 -0.000438121 -0.0546651 -0.147397 -0.00494132 0.235893 0.4894 -0.0950731 0.021163 0.0181726 -0.00730041 -0.00999669
internal_count=361931 332372 280957 120982 64638 16124 159975 13692 6616 2482 1465 1267 591 1017 676 604 4134 56344 24614 7076 5672 3787 146283 1452 751 701 48514 48285 144831 143269
shrinkage=0.000980392


Tree=5103
num_leaves=31
num_cat=0
split_feature=131 503 1449 147 1187 507 345 1450 1251 484 551 1316 144 833 844 154 1429 622 156 484 1467 1116 1470 1048 209 216 5 499 418 1318
split_gain=8.38254 14.278 16.6535 14.7697 14.8304 19.7691 17.663 16.3574 15.9769 16.8429 15.2167 16.0973 15.2836 15.2176 17.1115 14.8157 14.8044 14.3895 14.996 14.2292 14.064 19.966 13.8506 15.0895 13.8075 13.8487 16.5325 21.8214 13.6614 16.2617
threshold=-1.2826351221583661 -1.0623488931534213 -0.23712334862598275 0.46358695095935748 1.3464640181801701 0.22202972584594274 -1.1999231319974035 -0.19357895333263911 1.9212078218522202 0.99422272750180063 -0.45208229226049823 1.5168506810375673 0.92337737996566815 -1.3914766177305238 -1.2823473300177353 0.1553449126349363 1.13172262110474 -1.2758500393722709 -0.93978567570814497 -0.41665135067997733 2.2950730470742382 0.081362571578720511 -1.319112866592808 0.44418202775023646 2.1803484722063975 0.41279022741600602 -0.63911699875669858 -0.87769064724598345 0.35729077322876351 -1.37643650053795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 22 7 8 -7 10 9 -6 11 12 13 14 -5 20 19 -9 -19 -10 -12 -22 23 -3 25 26 -1 -28 -20 -30
right_child=-2 3 -4 4 5 6 -8 17 16 -11 15 -13 -14 -15 -16 -17 -18 18 28 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.011230558456795147 0.00010708787938970414 0.0036514693791071307 -0.0018865283521298883 -0.014010559905231111 -0.0015427636121080519 -0.02237176469881284 0.025331896455888448 -0.031517402782685187 -0.043031219573611612 -0.036007028933078521 -0.0091614526489520887 -0.040361439032721859 -0.030151578179434948 0.0025647391032445066 0.081399401619275877 -0.020481545830649213 0.10606246904462112 0.034247312301368807 -0.0050335827433887837 0.044879627971126483 -0.0051593812673702876 0.082067815839041755 -0.00053608768333051162 0.078719575278949752 0.056719152450729185 0.019760500610947057 -0.0202631025700378 0.023742700671041447 -0.040468335016857496 0.0054859692427124468
leaf_count=837 282660 104 3333 69 1663 150 771 313 54 397 8774 229 271 2716 86 2735 26 173 7978 89 145 58 40725 53 82 1212 265 626 176 5161
internal_value=0 -0.0276736 0.0857545 -0.0385671 -0.083799 0.0818493 0.370589 -0.104693 -0.060807 -0.127067 -0.169888 -0.00482388 0.0415821 0.0995993 0.939867 -0.21807 0.68982 -0.0387541 -0.0258965 0.29289 -0.165847 0.529426 -0.00759493 0.700256 0.21895 0.187985 0.0461463 0.264444 -0.0372906 0.0809921
internal_count=361931 79271 6355 72916 32034 3150 921 28884 2229 2060 15083 3371 3142 2871 155 11712 169 13801 13488 143 8977 203 40882 157 3022 2940 1728 891 13315 5337
shrinkage=0.05


Tree=5104
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 21 426 1240 1179 1468 1464 1455 1459 87 1111 988 1002 921 1465 1061 1004 572 1454 1053 739 1470 982 710 353 359 410
split_gain=20.8768 15.686 19.9652 18.677 17.7942 19.6105 17.9995 18.2802 17.8583 21.2131 24.699 27.2798 17.7736 25.2017 17.1467 19.3046 17.692 17.9563 17.0822 26.1019 19.1836 22.0835 17.3782 16.8889 16.8882 18.7854 17.5822 16.8767 24.3417 16.8339
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -0.70163543588998201 -0.9167622850321212 1.3470351011300219 -0.49210479947893987 2.3011637109198864 0.71492702701447042 -0.15930086585587508 0.066535483750973831 1.1622085037341783 -0.67941975569375879 -1.3820670939764912 -0.32459312438081372 -0.24051307952136838 0.14486519861544186 -0.87357009987099121 0.59444477453878863 -0.80326163028523578 0.67485211051868899 2.6159382925808998 2.5106116815996127 0.34450605210609392 -1.250993462477682 2.2276597626323835 0.55938823495656564 0.32346298429964238 1.644349105518915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 -6 12 -8 -2 10 11 -10 23 -14 -5 16 17 29 19 -17 21 -20 -23 -7 -22 -26 -27 -18 -29 -16
right_child=1 2 -4 14 5 6 7 -9 9 -11 -12 -13 13 -15 15 18 27 -19 20 -21 24 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=4.320931114276805e-05 -7.6947564067658305e-06 -7.0226552208028464e-05 0.00044072822436156138 -0.00042631721454743467 -0.00011027448839501041 -3.0506881800195741e-05 -9.3114217006531983e-05 8.3382277532128066e-05 -0.00047021699546543136 -8.7641390384443654e-05 0.00044454631032797304 0.00026905175615534789 4.3405671265973357e-05 -0.00020723512488294148 7.0020510556262561e-05 -8.7531799628893888e-05 5.9956467684541871e-05 -0.00017248354367451133 0.00014588872528911059 0.00027218277502880127 -6.860489625414918e-06 -0.00021123695624677247 0.0013152716775694827 -0.0002607366905692381 -0.0009513857865594581 -0.00010649899530720435 0.00047459171884890999 0.00039728183200553389 9.1374466310930919e-05 -0.00042110037249997134
leaf_count=29559 69525 17071 426 572 26536 105951 3535 10471 500 1526 1441 744 3300 9219 6363 1584 15704 2822 5375 2153 24980 1255 34 2193 145 13267 233 1758 3107 582
internal_value=0 -0.0189394 0.00458788 0.00222685 -0.0304941 -0.0443626 -0.033811 0.0390497 0.00266299 0.151531 0.268512 0.00490079 -0.0442678 -0.137189 0.0156037 0.017982 0.063029 -0.0193457 -0.00893437 0.130518 -0.0212253 0.0872774 -0.17217 -0.0350095 -0.040529 -0.105302 -0.097115 0.0990951 0.206499 0.0438924
internal_count=361931 332372 97431 97005 234941 161205 134669 14006 73736 4211 2685 1244 120663 12519 79934 79362 30336 9767 49026 3737 45289 6664 1289 108144 38625 13645 13500 20569 4865 6945
shrinkage=0.000980392


Tree=5105
num_leaves=31
num_cat=0
split_feature=728 813 761 503 277 766 1317 630 798 1393 283 694 1248 872 96 558 1193 495 1470 1182 355 625 432 558 1112 1104 773 767 845 848
split_gain=8.39554 11.9357 14.1525 14.5521 16.1729 14.2871 13.4697 15.3666 14.2422 15.0754 14.1287 15.6882 17.7852 14.1476 13.107 12.7333 17.1352 17.8686 16.8308 15.7871 14.2147 13.9933 13.6402 13.5862 15.9106 16.0768 15.1616 15.0789 14.4979 16.5477
threshold=1.0000000180025095e-35 2.1641256470006294 1.0276650963282175 0.10869092128443104 2.0184300283448691 0.65728905567517659 1.011003940221012 -0.36318859396439962 -0.72980068035298162 -0.77721052136995949 0.21020714589803288 -0.69775506850607627 0.29837621572504208 0.85297537480346686 -0.89569875366775753 -0.38996390488416172 2.7499010950668645 -0.56479273630085369 -0.75931692712540511 2.4840240950107395 2.8191254429513042 3.605011057804012 2.5286309853252322 -0.46143342837294504 1.3427329500072402 -1.2867472622492659 2.2443376647918218 1.5939070686929424 1.6312494231953554 -0.14527222735624598
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 6 5 14 8 -8 9 -3 -10 12 -12 -13 -5 16 23 -18 -19 21 22 -17 -21 24 -2 -26 27 -27 -25 -30
right_child=1 2 -4 4 -6 -7 7 -9 10 -11 11 13 -14 -15 -16 19 17 18 -20 20 -22 -23 -24 28 25 26 -28 -29 29 -31
leaf_value=0.00017092271084420861 -0.0019721259749734973 -0.04779492065374364 -0.019828884778052079 0.041382536526515953 0.069004977738063175 -0.047979511159913057 -0.039103850035826823 0.0084297138489843205 0.0048210141892720965 0.043299088245619177 0.015442725275406464 0.038432496300313923 -0.077691504715436413 -0.059299414570214204 -0.0081462759713401851 -0.0022866324863074503 -0.0058057637768971137 -0.0089665449962890512 0.041138959236128314 -0.023994593607195778 0.074537744292294206 -0.035500393744463683 0.045055009063855289 0.0048335841330560472 0.037822815592805294 0.0029700586965350191 -0.041601211415599408 0.028294739293947924 0.061749534336897866 -0.0023781198005919371
leaf_count=252841 34694 38 291 66 34 143 152 223 1668 264 108 415 40 22 774 59289 550 155 469 1320 20 326 62 3389 222 3573 125 361 160 137
internal_value=0 -0.0230719 0.0936946 0.128465 -0.114542 -0.172409 0.205711 -0.200904 0.262026 0.717378 0.201491 0.496341 -0.186914 0.68797 -0.0715881 -0.0294288 0.00476193 0.33713 0.597494 -0.0538503 -0.36534 -0.0481528 -0.413268 -0.00335191 -0.0188081 0.119066 0.0844205 0.10838 0.138366 0.708447
internal_count=361931 109090 4238 3947 1017 983 2930 375 2555 302 2253 585 148 437 840 104852 43835 1174 624 61017 1402 59615 1382 42661 38975 4281 4059 3934 3686 297
shrinkage=0.05


Tree=5106
num_leaves=31
num_cat=0
split_feature=1431 487 1459 83 835 143 767 690 495 1394 981 363 1243 1283 994 1105 1120 150 224 53 355 420 1124 1041 205 701 21 1468 1112 575
split_gain=8.34638 10.2858 14.7372 13.6933 13.5265 13.4175 13.4699 12.4119 13.8092 12.3943 11.7666 12.875 12.651 12.9204 12.7262 12.4784 12.9144 13.3875 11.4595 11.5075 12.8625 17.4501 15.2667 13.1777 12.5855 12.0861 12.2262 11.4568 11.3007 11.2489
threshold=1.8641952677858011 -0.64506775864975041 -0.028369740785481889 -1.3006793847546181 2.6047796401122034 2.1760825031770041 -0.64890827705103449 0.6236723351915715 0.37175109570713666 -0.61659640483648526 -0.25181976381837773 1.1233432674607082 1.8834706846592468 1.014295896405826 0.8842496980836686 1.3210889065995863 0.84359701202119364 -0.75497398905830193 -0.75800736843423311 1.2912025798565661 0.49926467479957642 1.0000000180025095e-35 0.78891189937744099 -0.67597787532897835 0.29618208039736865 -0.28746885395578897 -0.32341995197817647 1.5815342945870006 -1.1554072583941497 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 -4 5 27 9 8 28 -7 15 12 13 14 -12 16 -5 -18 -2 20 24 23 25 -22 -20 -23 29 -3 -8 -27
right_child=1 4 3 10 -6 6 7 -9 -10 -11 11 -13 -14 -15 -16 -17 17 -19 19 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.1465243493816624e-05 -0.017822690553822577 -0.0048920922482767956 -0.028424325808607483 0.0029185002742733654 -0.051248102289587032 -0.0002577726449324317 0.079664578769032296 -0.045448953180336676 0.062774557103131581 0.077981024227875617 0.041265189923900408 -0.028338287115979518 -0.070785011746501245 -0.059077563628649292 -0.038661448432484431 -0.040569460924259615 -0.067603345173569085 0.071151227447365378 0.0025230506482984017 -0.034143042711578635 -0.045297468636187999 0.011221949061848141 -0.044102234534102648 0.016579943149764111 -0.033625486904036418 0.08014725336974364 0.10438315205376428 -0.023360182138961509 -0.019038795169553695 -0.030576706234327539
leaf_count=345176 812 10692 182 682 200 97 31 88 60 87 516 75 27 33 34 116 22 68 1078 186 122 72 32 199 167 27 75 791 149 35
internal_value=0 -0.0644951 0.039882 0.219844 -0.110428 -0.1005 0.335084 0.0269504 0.316956 0.9829 0.28451 0.51494 0.616598 0.674761 0.741655 0.0788122 0.185684 1.05191 -0.0850253 0.0240675 0.0830355 0.41606 0.899655 -0.0366899 -0.0685483 1.122 1.51502 -0.1214 -0.104502 0.618993
internal_count=361931 16755 4560 1755 12195 11995 512 328 240 184 1573 685 610 583 550 888 772 90 2805 1993 1807 562 241 321 1245 209 137 11483 180 62
shrinkage=0.05


Tree=5107
num_leaves=31
num_cat=0
split_feature=800 1047 552 293 1392 347 773 911 848 73 284 298 513 494 422 908 418 1114 224 1199 1122 577 966 272 1377 695 1244 1244 765 1327
split_gain=8.35248 12.1823 14.3701 13.734 13.2126 14.9375 13.1131 15.8221 13.6611 13.2867 14.174 12.9298 17.4028 15.5096 12.8764 12.5311 13.7038 13.8971 12.5112 12.0372 12.3409 12.009 13.0601 11.9923 15.53 14.6411 13.8531 13.5591 13.1197 15.301
threshold=-0.57812715656594349 2.8162032343233889 1.0087578074614811 0.66626307343406188 2.8417715191662793 -0.48734101565807414 1.7141514114969765 -0.85726636132143008 -0.91893498444105726 -0.2334644764982769 -0.30990365117687185 1.0000000180025095e-35 2.0831197595613671 -0.69193975623655413 -1.0058528472725132 2.1597037208835688 -0.19813749915197129 0.39281656863667552 -0.67731976546913453 -0.38315049131412332 -0.62770188821486095 0.96400091771382934 -0.96206061978270363 1.6568181847307961 -1.0606629817441902 1.5546628746306841 1.0551103959691102 1.0360698614259369 0.38314452848460095 0.91750842918375819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 -2 4 18 6 -6 9 -8 -9 10 14 -11 13 19 -3 16 17 -12 -4 20 -13 22 -18 24 -1 26 27 -25 29 -26
right_child=1 2 3 -5 5 -7 7 8 -10 11 15 12 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 25 28 -27 -28 -29 -30 -31
leaf_value=-0.0022112224577335664 -0.00054416901657478966 -0.021908925445216214 -0.01952648249062422 0.054220328044276268 -0.033520263209979133 0.057282840382213165 -0.026335569759601159 -0.04333934278673706 0.047155932521909437 -0.021528736305846372 -0.03563217212558336 -0.01758589075604482 0.084182710335989536 -0.016862572161100896 0.025811368065393411 0.048599152354809654 -0.047096206327386016 0.014638737851313199 0.024711392091628419 -0.0076147897478495881 0.11172363699310671 -0.031905485501782266 0.031053336422520235 -0.0034824778643974853 0.0043605814276879871 0.016103114337384688 -0.019452514160572074 0.090169558879267295 -0.0010475555812289314 -0.0013781731148771797
leaf_count=13761 285893 125 114 136 34 103 74 26 177 832 285 23 23 301 505 41 43 90 306 56 32 77 202 7044 30870 551 1088 20 11791 7308
internal_value=0 -0.00907506 0.127567 0.460469 0.0605332 0.748723 0.0247149 0.477163 0.754143 -0.0321699 0.115485 -0.230991 0.104887 -0.0484402 0.378549 -0.0919749 -0.173087 -0.463397 0.256529 0.77108 1.53452 0.176786 0.417653 0.018997 0.0284508 -0.0749556 -0.104831 -0.0623734 0.0458703 0.0657118
internal_count=361931 289498 3605 556 3049 137 2912 277 203 2635 1368 1267 435 412 630 738 697 375 420 111 55 322 245 72433 63730 8703 8152 7064 49969 38178
shrinkage=0.05


Tree=5108
num_leaves=31
num_cat=0
split_feature=785 728 885 1457 1377 988 1002 921 1465 353 359 410 114 1112 429 484 900 1080 718 930 545 1185 890 428 1148 790 746 901 495 694
split_gain=13.9767 13.1059 12.2787 19.4716 17.5282 16.7776 19.4013 16.9367 18.0646 16.9463 24.3713 16.7287 16.424 20.8016 16.2541 20.2881 18.9238 15.7052 17.3308 29.0593 24.2412 22.1131 22.6341 21.9441 21.0639 22.3065 30.2764 22.7437 21.0019 19.9529
threshold=-0.86283290253235112 -0.49008176997875957 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.3820670939764912 -0.32459312438081372 -0.24051307952136838 0.14486519861544186 0.55938823495656564 0.32346298429964238 1.644349105518915 1.0000000180025095e-35 1.5620189235502193 -0.64405295088620862 1.6134396840371368 -0.36980086556920722 3.9810989087578279 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 -0.70607139715668366 -1.3230736206490437 -1.0699309532947014 3.073785392405322 1.8618223311409718 1.6547410766053783 -0.087943627637445718 -0.10648405255226276 0.75024505646995632
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 4 -4 -6 7 8 11 14 12 -7 -11 -14 15 16 -9 18 24 20 29 -22 28 -24 25 -2 27 -27 -23 -20
right_child=2 -3 3 -5 5 6 -8 9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 19 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00010344966057878555 -4.950720781286485e-05 5.2334668203049428e-05 -6.6225238761397572e-05 0.00043790147520057749 -0.0004215353498563267 7.3538139037636005e-05 -7.3718017693145629e-06 0.0002863422333836506 -0.00016994983061027356 0.0005472432722079169 9.248065429003835e-05 -0.00041744892113614458 0.00023528128888222199 -0.001209872304276818 9.0212131758077061e-05 -0.00092902441861944204 -0.00018643080339901609 0.00023996794112459463 0.00024777870131061531 -3.9864003941361665e-05 -1.7582701369646072e-05 0.00023791976030196498 -0.00029102021109470418 0.00032238128271685465 0.00018299538878081899 7.4254303752768636e-05 0.00036966062835677238 -0.00010237095362894306 -0.00034799574465460255 -3.0337410894792371e-05
leaf_count=3396 163923 26163 17071 426 572 6363 49026 639 2822 1145 3107 582 566 47 13178 206 1681 953 1484 25567 2657 662 314 4390 2056 11324 1085 8080 682 11764
internal_value=0 0.037413 -0.014331 0.0065154 0.00417926 0.0171521 0.0195044 0.0647477 -0.016002 0.100095 0.207867 0.047546 0.407 0.129468 0.0619959 -0.115566 -0.0602727 -0.0245882 -0.0261032 0.013455 0.0759712 0.162599 0.231252 0.293682 -0.0375507 -0.0407158 0.0371989 0.00991038 -0.0492287 0.00575716
internal_count=361931 29559 332372 97431 97005 79934 79362 30336 9767 20569 4865 6945 1758 613 15704 2526 2320 234941 233988 47520 21953 8705 6048 4704 186468 184412 20489 19404 1344 13248
shrinkage=0.000980392


Tree=5109
num_leaves=31
num_cat=0
split_feature=890 407 1166 553 795 758 706 702 566 695 1051 576 652 920 564 768 785 513 54 499 636 1463 981 1118 1253 424 1047 358 649 710
split_gain=12.4392 16.8475 16.4711 18.2096 16.3072 22.1424 24.4556 18.5988 18.0135 21.3868 17.866 19.5114 17.8528 18.0191 22.7877 17.5326 21.2166 20.8379 22.8365 17.2922 18.2634 17.2508 17.2246 18.8775 18.2356 16.9869 16.9807 17.1934 16.9504 17.8443
threshold=-1.0182342416987082 -1.2965003005540392 -1.2508507625752519 -0.91114433608537004 -0.29258408639884992 -0.1354147541679151 1.6846785363603172 0.83871633330822193 1.7603402020327763 2.4417758854593621 2.3864150127511103 1.0000000180025095e-35 -0.98896428961744431 -0.83967173534858641 -0.4811775615237513 1.9376207329178159 -0.86283290253235112 1.0454229551509682 2.0367191565872536 -0.88843847530430475 0.22464509144046027 1.0319240490740607 2.0228832419914675 0.18122458820154694 2.4902107121407586 -0.95646680837346376 2.317691104679422 -0.13692290350693823 0.85789485202400184 0.18737529088064955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 -7 10 12 -10 22 19 -4 14 21 16 -15 18 -18 -12 -21 -14 24 26 -6 28 27 -24 29 -9
right_child=1 2 4 -5 7 6 -8 25 9 -11 11 -13 13 15 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.5461350429820325e-05 -5.4530902707793797e-05 0.00013151251717466618 0.00014075241524307404 -0.00010024563077078767 7.2771513458041618e-07 -3.0374211549518653e-05 0.00014124662349684881 9.652074150832633e-05 0.00023255295737397775 -0.00074809226957794764 -0.00033306068271214039 4.1010744363072735e-05 -0.00023560502101424563 8.7845112342662893e-05 0.00027670610079931355 0.00017757923389949827 -3.5291114475665707e-05 0.00011767183687403313 -0.00031494518590428547 0.00087088822149949941 0.00014930346225043003 0.00074840237336681089 -0.00023987484030823044 0.00036036904723572545 -0.00028663270854291113 -7.2089703132046111e-05 0.00055570551907181318 0.00015068405807238053 0.00051625417725638975 -0.00028304030087120217
leaf_count=96477 36838 2338 7845 16179 72346 35972 4940 3388 3403 94 123 1359 760 11140 2633 2956 22076 3429 1625 423 291 93 1022 1136 1158 29460 226 1123 349 729
internal_value=0 -0.00216639 0.00420609 -0.0702493 0.0092122 0.0307177 -0.0105235 -0.00910099 0.0589114 0.20806 0.00968498 0.211237 0.0482336 0.030492 0.181635 0.0170952 0.00402003 -0.0287244 -0.0543068 0.480455 0.608055 -0.130976 0.00403918 0.151537 -0.00360702 -0.0533723 0.0354502 -0.0298181 0.0731056 0.0322951
internal_count=361931 265454 228616 18517 210099 96966 40912 113133 56054 3497 79207 2196 52557 44712 3486 41226 38270 27130 23701 837 714 853 77011 3507 73504 33926 2371 2145 4466 4117
shrinkage=0.000980392


Tree=5110
num_leaves=31
num_cat=0
split_feature=21 984 1449 569 837 979 1107 765 1429 628 703 290 356 638 786 1395 356 630 803 150 225 779 779 1169 275 153 1241 898 1245 18
split_gain=8.39274 9.06193 17.2194 15.3477 17.2707 18.6765 17.8248 17.7118 16.2753 20.5851 17.2853 17.7951 16.2021 15.5536 19.6695 16.2872 15.8867 15.0123 15.4039 14.9875 25.2302 14.9775 15.7211 17.0454 16.7716 22.0636 17.6051 15.2233 14.493 15.1374
threshold=-3.2545899522946695 0.78807280703509652 2.6682367991512277 0.8484998920451835 -0.15405484859168017 0.96633897851977746 0.27079156477160882 1.2699235628876799 1.13172262110474 1.1030635966173834 -0.26412725787582902 0.41149503031591544 -0.90201348784475444 -0.61471756286927437 1.8806018079846647 -1.6820119252838623 -1.4159721143168338 1.5622455038659673 0.85523949479533445 -1.2101729924665492 0.73059009390665264 3.0982020149796461 -0.58965119855857673 0.77241039982938642 -0.30466356422233903 -1.7287882818921478 -0.31721277594761715 0.86953962600888091 1.8386013239553634 -1.0111944661789558
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -6 -3 9 12 11 -10 -9 -8 15 -15 -17 -5 19 20 -19 22 24 -24 -18 -26 -27 -28 29 -21
right_child=1 2 -4 17 6 -7 13 8 10 -11 -12 -13 -14 14 -16 16 21 18 -20 28 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.012656972826764477 5.2195001196465769e-05 0.0012523640174731349 0.011632526803629925 -0.008916131514942657 -0.0065605036919388973 -0.0095999567153218085 -0.0090055185262678025 0.044676838459919072 -0.043615090955513601 -0.029659412267445354 0.060901819225073484 0.07073180035711267 0.0085641200675332201 0.040598230084030879 0.028986676281431579 -0.034480987681391205 0.032654472915478502 0.033260470553691399 -0.035115039591523838 0.073330237700448095 0.24089359974624391 0.064511060271738571 -0.0006372314335717005 -0.043481165195670801 0.11412893708833585 -0.031920029869573451 0.00063257331059493648 0.060283770978481102 0.087483255346333569 0.00042637532853700191
leaf_count=716 306146 16211 1180 9243 15040 2125 1870 233 72 237 202 31 1320 171 398 277 394 85 133 49 29 61 3864 252 24 207 317 68 27 949
internal_value=0 -0.0036525 -0.0344375 -0.0422086 -0.0231196 0.0272592 -0.0737833 0.0523653 0.265344 0.178777 0.808593 -0.0789025 0.268106 0.0182196 0.0787056 0.0391919 0.0163054 -0.141941 0.176661 0.30869 1.59135 0.0414668 0.027579 -0.043541 0.286377 0.0379865 -0.0515599 0.232635 0.207438 0.119578
internal_count=361931 361215 55069 53889 43374 20431 22943 18306 2095 1790 305 103 1553 7903 6033 5635 5464 10515 1272 1139 114 5187 5126 4116 1010 616 592 385 1025 998
shrinkage=0.05


Tree=5111
num_leaves=31
num_cat=0
split_feature=1078 789 491 381 654 50 125 1467 1430 1178 361 188 777 913 83 77 1262 837 912 1452 1470 608 7 416 1400 732 242 18 696 276
split_gain=8.30686 11.9773 18.7395 18.2555 16.9276 14.6999 17.3426 20.2275 20.8973 19.6623 17.3308 17.0751 16.8207 17.3562 17.3177 17.2464 16.7701 16.6835 17.9911 16.6364 16.6722 16.455 15.5528 16.3819 17.1899 16.1273 15.4943 15.4607 20.7644 15.364
threshold=1.0000000180025095e-35 1.1248358748350926 2.4855199008622759 1.0000000180025095e-35 1.0000000180025095e-35 1.4829784501753427 1.0000000180025095e-35 1.4788072840855835 5.1453031881338012 0.18043294467522045 -2.1408054355093133 1.0000000180025095e-35 0.22904556962123909 1.1122114636725213 -1.1388453024272913 -1.7943018320081501 -0.74180545804752474 -0.55908255166149334 -0.545764749580817 2.6328010634086039 -0.44788115798508937 2.6393113403208122 0.77728832147182958 -1.2868079512877451 -1.1367204226958807 4.2282914146317108 1.0000000180025095e-35 -0.87420558658695302 0.44326810343957573 0.75689983229449065
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 8 11 22 -11 21 13 17 -14 -15 -9 -12 26 -18 -21 -1 23 24 -8 -24 -19 28 -25 -17
right_child=-2 2 -4 -5 -6 -7 9 16 -10 10 12 -13 14 15 -16 29 19 18 -20 20 -22 -23 25 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0038887437659224145 -0.0014596866766489918 0.0040668084596196018 -0.018631426610572099 -0.005495188327256692 -0.0024323233621873033 0.0030517488039310467 0.018546031852145064 0.015509717329722037 0.040323715269163715 0.042673938494437305 0.0011289723119454499 -0.0003783537004302199 -0.018114542706848265 0.055337381484297322 -0.00010227969669934618 9.6891423120399345e-05 0.0037051509683468185 0.0065647188912172725 0.0081677547227876728 -0.029023868380972914 0.033455403773225235 0.076527888100343763 -0.0035171455242396297 0.0016895701675790275 -0.0079433158795071471 0.082606392338252288 -0.0065183973842323139 0.00053320632990344499 0.016913089422380515 -0.015096751664751877
leaf_count=50755 71586 9543 875 10196 12078 21388 370 1597 117 135 10424 48224 987 60 10588 3532 5777 2518 15628 376 66 24 17172 3431 5332 24 2290 54048 1750 1040
internal_value=0 0.00206746 -0.0392686 -0.0301818 0.00784287 0.00756965 0.0016538 -0.0237935 -0.0341295 0.0179402 0.0534086 -0.0357831 0.0511737 0.0739756 -0.0251481 -0.0508052 0.0960477 0.0926657 0.129443 0.0356495 -0.392134 -0.0761165 -0.00378628 0.0116856 -0.119358 -0.0673161 0.0044696 0.0215104 0.141936 -0.0661732
internal_count=361931 290345 32692 31817 21621 257653 236265 106936 99120 129329 47202 99003 47067 35492 11575 4632 7816 30860 20436 6219 442 50779 82127 64931 5702 17196 4808 59229 5181 4572
shrinkage=0.05


Tree=5112
num_leaves=31
num_cat=0
split_feature=862 1327 1377 10 1450 1242 636 73 915 1186 971 1322 1162 940 1181 898 385 1262 282 961 361 342 811 1324 217 1112 347 904 1121 215
split_gain=8.26704 10.9157 11.9351 11.8268 13.4472 12.2666 11.9512 14.0464 13.1298 13.5333 12.4688 12.8874 12.1523 11.9973 11.6485 11.4213 11.4183 14.9487 13.301 14.3472 14.6111 12.8266 12.7088 12.5574 12.5478 12.3992 12.3604 11.8789 12.1385 12.4068
threshold=-0.97446007815901359 0.30677017286135472 -1.0606629817441902 1.1066538003901334 0.38401429272747473 -0.49666629925666345 -1.4011900357499918 -1.1873409149398044 -1.0368327729288562 2.0403883267119394 3.1701181322111656 2.0895918285651507 -0.55589114818425467 2.3907917078320593 -0.41079465528101566 -1.0419249785751281 -0.59541388671558193 -0.69169509728441414 -0.58599904763991684 -0.28238689466330313 0.029571933579887317 -0.71972127634037231 1.0000000180025095e-35 -0.46660933724550974 1.6044985467642394 0.36669538149241138 1.3087613796153146 1.5175732312672421 -0.70362527357236593 0.24215517588441329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 15 7 12 14 -10 11 13 -1 -8 -9 -5 17 21 19 -18 -21 -4 -23 24 -20 -19 -25 28 -22 -30
right_child=-2 2 16 4 -6 -7 10 8 9 -11 -12 -13 -14 -15 -16 -17 18 25 23 20 27 22 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.081563790499392885 -3.7369162499031362e-05 -0.025556182896318166 -0.051243727426670382 -0.037221297331386315 -0.010885127681691769 0.0058356894566359285 -0.00041565757372798336 -0.061692546765767686 -0.035903575685748021 0.049762972107578372 0.039287807348063919 -0.0366267995106778 -0.035278249134345414 -0.041416045524704466 0.077614360050589595 0.04008530292487001 -0.012360388255440136 -0.018433589900348209 -0.045765955657488484 -0.0032723036960585514 0.07069897003462379 0.070134376428700393 -0.036945072641371993 -0.0081601825001768533 0.047456526153778274 0.029067891163246019 -0.061343649105137898 0.10871471874862376 -0.034743586234045935 0.047833522175843891
leaf_count=30 347105 906 31 44 412 700 7147 24 833 27 113 203 41 260 32 365 595 310 377 265 53 100 21 1532 24 121 95 29 86 50
internal_value=0 -0.0659941 -0.177707 -0.017285 0.19624 0.344728 -0.0569349 -0.385601 -0.505966 -0.618423 -0.026071 -0.0403315 0.76823 -0.0227413 0.768847 0.67884 -0.118937 0.207649 -0.186456 0.0594845 0.381241 0.840941 1.10287 -0.312492 -0.768568 -0.0584293 -0.215444 0.842249 0.586847 0.085965
internal_count=361931 14826 4595 10231 1521 1109 8710 987 916 860 7723 7610 71 7407 56 409 3689 583 3106 1078 483 152 121 2028 401 431 1627 218 189 136
shrinkage=0.05


Tree=5113
num_leaves=31
num_cat=0
split_feature=785 728 519 728 660 852 21 650 126 1223 872 699 1243 906 653 680 1422 894 1122 1020 615 901 794 399 1218 139 915 760 416 44
split_gain=12.9319 12.1351 11.8475 18.0093 20.0003 22.7273 21.3412 19.0024 16.9972 21.464 20.2172 18.234 18.2313 19.0616 19.8839 18.9984 19.3785 19.2098 18.5627 17.1334 18.9647 18.8056 21.707 18.4474 20.5263 20.8945 17.4092 16.9253 16.9052 16.8911
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 1.6923072129381651 0.70880289725806289 1.0000000180025095e-35 3.0757328524286596 0.034841831610120742 0.22991414747585318 1.8332716930034685 1.4216543509230546 0.77071421383085248 1.0000000180025095e-35 0.96742979996179246 1.6249123123827147 2.1590889378513896 0.29474588622420417 -0.31011240502700077 2.2041218380651819 1.0000000180025095e-35 3.9048232315577729 -0.40736120024633365 1.8119475731359194 -1.231126435258403 -1.4948860896490075 0.81112936548985692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -6 -2 10 -10 12 -12 13 14 19 17 28 27 -19 20 23 -21 -23 26 -25 -26 29 -16 -17 -8
right_child=2 -3 -4 4 6 -7 8 -9 9 -11 11 -13 -14 -15 15 16 -18 18 -20 21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-9.7885269502075064e-05 5.2182136554538677e-06 5.2127789501647466e-05 3.6249945968294384e-05 -2.2274840078669884e-05 0.00017102772558070606 6.9470224915721787e-05 -4.2692540030362961e-05 0.00013669978044640135 -5.7922146748094076e-05 5.1713044570075696e-05 0.00042540385225892574 -0.00013580918961839198 -0.00010468370274730878 -0.00017306002124406391 -0.00057023120321943567 0.00083291844103419233 -0.00056710581940415698 -5.6186597004672552e-05 -0.001133405549974698 0.00025203622021981089 1.0630273623077483e-05 -2.8601644471501881e-05 -0.0013172212252676807 -0.00011242600826017007 -0.00010861432514698342 0.0011544918734469249 -0.00032667935557966431 0.00015869028208832141 -9.7763883658125492e-05 0.00012066343053902417
leaf_count=3396 52958 26163 21518 43145 3398 20541 15164 6225 19755 17923 733 439 42691 7353 203 174 671 2252 143 1867 21092 1242 87 36469 111 100 1299 8616 1705 4498
internal_value=0 0.037814 -0.0119663 -0.016185 -0.0257117 0.00995041 -0.0391542 0.019599 -0.0424517 0.00104616 -0.0555474 0.231192 -0.0586217 -0.0419369 -0.0335324 0.053982 -0.159091 0.093947 -0.101804 -0.0478569 -0.0555446 0.11565 -0.101588 -0.0774879 -0.109574 0.526326 -0.0187269 0.146183 -0.0279517 -0.00270768
internal_count=361931 29559 332372 310854 251671 63686 187985 59183 184587 37678 146909 1172 145737 103046 95693 13764 2550 11214 2395 81929 78733 3196 1329 57641 36680 211 20961 8819 1879 19662
shrinkage=0.000980392


Tree=5114
num_leaves=31
num_cat=0
split_feature=785 728 1431 842 539 1453 1452 1195 1252 1450 1470 486 486 1396 419 1386 1459 563 1387 628 1396 42 728 771 954 1470 810 154 1184 1191
split_gain=13.245 12.4354 11.7792 13.7994 16.7723 15.2122 15.145 14.501 14.454 16.2436 14.1966 18.9196 17.7629 16.5329 16.134 14.1032 16.524 17.2096 14.6806 13.8904 14.4744 14.7304 13.696 16.8804 16.228 16.4195 15.5103 15.0055 18.3601 14.3653
threshold=-0.86283290253235112 -0.49008176997875957 1.0099929608726099 0.70176422714037578 1.0000000180025095e-35 0.35229435170537382 0.4926003403048807 0.634223576738699 1.3725374352016695 2.3143753708859189 1.3773689826727109 -0.50446265911259103 0.09812776635141178 0.303692555487445 2.9762794122957108 0.75525286465940111 -0.12173401169023605 -0.048211643472956069 -0.86317971982481079 -0.020153842617384187 -0.62321065792883268 2.1588699350178979 1.0000000180025095e-35 1.4820751525130569 0.98873640907070304 0.78209301887286675 1.1023763779372591 -0.8181801419303536 0.2689306506430052 -0.045101002948031745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 22 4 5 6 7 -4 -5 -10 12 -12 14 15 -8 16 -14 18 -18 20 -7 -22 23 -2 -24 -26 -25 -28 -29 -27
right_child=2 -3 3 8 -6 19 10 -9 9 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 24 26 25 29 27 28 -30 -31
leaf_value=-9.8989054936766125e-05 5.9517783188117971e-06 5.2805744029927567e-05 -0.00021870513764293373 -9.1461009293005314e-05 1.9711435918681633e-05 -0.00041428299723904539 -0.00026735537587864195 6.5319042194840831e-05 -0.00042058553084427892 0.00081642236744852172 0.0023188169427935299 5.1828618636600571e-05 -0.00015672512356564508 -0.00031555570615020566 0.001782924606057531 0.0011802517053184816 0.0015267979264693653 0.0011935063497792748 -0.00060256184730058391 0.00021380351173197145 -1.0206361933818272e-05 0.0012014775721580001 -4.5317909604591274e-05 -0.00016888633515566443 0.00015247472471029144 -0.0003091339054744553 0.0013063877329887055 -0.0002941755618148546 0.0010824416608904235 0.00025002459356826952
leaf_count=3396 192584 26163 11363 9366 20133 766 1467 1806 1558 53 53 70 297 260 32 118 21 132 85 2143 1627 65 78256 4368 4108 950 64 207 64 356
internal_value=0 0.0383266 -0.0120285 -0.0497555 -0.0260637 -0.0910664 -0.138352 -0.182034 -0.130284 -0.367915 0.0619896 1.02766 0.0145338 0.269748 -0.221175 0.466862 0.286914 0.719626 -0.0766628 0.0475445 -0.0904234 0.0431117 -0.00658849 0.00285318 -0.0355077 0.0871488 -0.135882 0.361498 0.0969888 -0.154929
internal_count=361931 29559 332372 51415 40438 20305 15704 13169 10977 1611 2535 123 2412 913 1499 653 535 238 106 4601 2458 1692 280957 197287 83670 5414 4703 335 271 1306
shrinkage=0.000980392


Tree=5115
num_leaves=31
num_cat=0
split_feature=1454 141 551 1464 1454 1468 1428 1464 1458 1458 1449 1452 1449 1458 1470 1458 21 1463 759 1455 496 1464 1464 1464 200 1462 1465 1455 1450 1464
split_gain=8.25613 9.83359 10.7457 8.30195 14.3503 23.519 26.2246 23.7946 21.4449 20.5013 19.9435 21.3547 19.1659 18.7937 35.2 44.4461 24.8666 21.3159 20.0288 19.6033 20.0138 18.7076 57.5225 49.5448 26.7183 20.0699 25.3087 19.6042 24.2815 29.4259
threshold=-1.0936914102283182 -0.85836297377149184 0.70075070563467123 1.5993600128483978 0.50933602050530713 1.0056208477415762 1.0000000180025095e-35 0.74657910936426475 1.8460070869938618 2.2948189243438439 -0.15405366575056165 -0.5285793083120659 -0.007362941269655302 -0.54544881628266473 0.32873715240278673 -0.28493683055346192 -0.51252769393407926 2.2766972579015441 0.68602976860923925 4.0789913919971044 1.3044984402204325 -0.43279898335635575 -0.40496521894048304 -0.32209274566085261 0.84981113943798403 0.79865288842650972 1.2681187158573388 0.5242327265902369 0.76713638533082296 -0.27515551436605507
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 8 13 21 -10 11 -8 -12 17 15 -15 -16 19 -18 20 -7 25 -23 -24 27 -6 -27 28 29 -25
right_child=3 -3 -4 -5 5 7 10 -9 9 -11 12 -13 -14 14 16 -17 18 -19 -20 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.016035545750816362 9.5570228361348909e-05 -0.035472447865183138 0.091719756367787231 0.0020054062552441044 -0.0032428951164684763 0.012328654259179219 -0.028770017738822953 -0.010187489421121524 0.020013898617227879 0.0015893056584057226 0.01167484807384545 -0.0095042463747688991 -0.0058905361260458795 -0.032962554815113114 -0.013815458538293621 0.0028607967466096665 0.051887086120137496 0.059338616782076858 -0.00628694776584295 0.051976742065780838 -0.033775502695545134 0.056631688310298745 -0.051432100805292584 0.058864953190646788 -0.0062129661269950745 -0.020224576808213175 0.0031513105808610945 0.010326315465220785 0.0091485992099539296 -0.0052252226857855688
leaf_count=64 278137 277 20 22653 11629 1447 1223 1470 972 2724 1033 5133 6794 730 152 5060 343 101 86 125 142 181 262 100 5990 2468 831 3246 2566 5972
internal_value=0 -0.440792 0.410041 -0.00256272 -0.0056636 -0.0380513 -0.0587532 0.0644151 -0.027722 0.12832 -0.150376 -0.257861 -0.0708653 0.112029 0.0516519 -0.00512065 0.563703 0.308718 0.808654 0.243406 0.172233 -0.0476679 0.000289223 -0.0142712 -9.1559e-05 -0.11152 -0.275661 0.0632503 0.00242528 -0.0827402
internal_count=361931 361 84 361570 338917 60780 51124 9656 36941 3696 14183 6356 7827 8186 6371 5790 581 1815 429 1714 1589 33245 18317 18136 17874 14928 3299 11884 8638 6072
shrinkage=0.05


Tree=5116
num_leaves=31
num_cat=0
split_feature=785 728 852 1238 140 1077 968 710 909 850 637 1257 1452 804 16 1467 902 647 590 351 621 796 772 1315 381 140 1325 1224 1180 1177
split_gain=13.617 13.2473 15.8923 22.6617 21.7082 19.6938 17.0983 18.5829 17.0984 16.8304 21.1234 16.6862 17.9658 16.1036 15.8853 15.8051 15.5256 15.4361 34.8783 15.6951 15.2912 15.2602 17.1067 17.8408 16.026 18.0159 15.8828 15.7783 16.6507 15.1899
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.17334222901426247 1.8790564127931246 4.2406324835638474 1.9512475473503084 1.3010549237422695 2.2320253790698321 0.6190413382504959 1.3488123816161586 0.68889570123331034 0.075388382208316021 1.3537602816678871 -0.84278690126780942 3.2089320700182484 2.0947916829856985 -0.87782724458594241 0.58895901036483078 2.116766141447274 1.3302311221549814 0.38087715954262297 -0.28708682036526079 0.26648455616813943 -0.32502189658861175 -0.4319857833815991 -0.95554185614442355 1.9980862990756834 -0.98536440085365629 -0.80577776936292356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 5 6 8 -8 -4 10 11 -10 -13 -6 -5 16 -2 18 19 21 -9 27 23 24 25 -23 -25 -3 -29 -20
right_child=1 17 3 14 13 -7 7 20 9 -11 -12 12 -14 -15 -16 -17 -18 -19 29 -21 -22 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=3.7073898784643155e-05 -2.6638335384371931e-05 -0.00014428756454656444 3.7220406786469444e-05 -0.00017147201008228035 -0.00023411142241417006 -0.0010223860534761587 0.00029169213611935719 -0.00027974771781494681 7.7769660923854742e-05 0.00039166024284994708 0.00076090891380459257 -0.00096995035033810208 0.00028972209061375794 0.00014692008596046651 -1.1972428846325245e-05 0.00014951332761562873 7.5339721114479617e-05 -4.8102026456319077e-05 -0.00011113914998794499 -0.00096072594791064521 0.000956293162000559 0.0015776925835013173 -8.1331433842432043e-06 -0.0004691569353704317 -0.00022763006542790738 4.3541935127653449e-05 0.0016612157323418284 0.0029607130294937063 0.00037540814382939082 0.00045400336453433693
leaf_count=29559 147599 3147 43343 4765 2160 89 2340 473 663 1122 131 181 68 639 18197 2490 8135 93730 264 137 42 70 900 31 193 100 92 21 130 1120
internal_value=0 -0.013252 -0.00453183 0.022213 0.0457875 0.0564305 0.0581845 0.218723 0.0477407 0.230405 0.0257714 -0.102146 -0.591186 -0.143256 -0.0433075 -0.0182887 -0.0215331 -0.039702 0.076079 -0.0396066 -0.159843 -0.017535 0.194909 0.557822 0.272008 0.799294 1.3075 -0.114752 0.845316 0.359076
internal_count=361931 332372 232437 74213 51251 48452 48363 2855 45508 2165 1043 912 249 2799 22962 158224 155734 99935 6205 4821 515 4684 1386 486 363 170 123 3298 151 1384
shrinkage=0.000980392


Tree=5117
num_leaves=31
num_cat=0
split_feature=785 728 728 852 1238 140 1077 909 968 710 850 637 1257 1452 804 627 625 899 422 427 348 902 1467 333 969 704 360 293 1020 207
split_gain=16.713 14.0819 13.9375 15.8077 22.8715 21.7079 19.6627 16.9604 17.3639 18.2446 17.3436 21.0209 17.886 17.4654 16.2915 15.8718 15.8366 20.8536 19.8434 16.1121 15.8333 15.6015 15.5663 15.3743 16.4063 17.9024 15.6731 15.6484 15.0824 18.1233
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.0000000180025095e-35 0.17334222901426247 1.8790564127931246 4.2406324835638474 2.2320253790698321 2.0084989127880917 1.6693584243736712 0.6190413382504959 1.3488123816161586 0.68889570123331034 0.075388382208316021 1.3537602816678871 -0.40776259717027957 1.3252658997982083 2.0087054795827788 2.3249880148596573 -1.0088624256762662 -1.3091036800108327 2.0947916829856985 3.2089320700182484 1.0308016862606064 -0.12121415997224265 -1.0147207219938077 0.31972232794706168 0.80962666298123909 2.1590889378513896 0.9225625799555941
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 21 5 6 7 8 -5 15 11 12 -9 -14 -7 -10 17 19 -18 -6 -19 22 -2 28 -25 26 -26 -28 -4 -30
right_child=2 -3 23 4 16 14 -8 10 9 -11 -12 -13 13 -15 -16 -17 18 20 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.000102717493076887 -2.6322605990310967e-05 5.8675606061218934e-05 -5.4535540293802515e-05 3.8006538431070015e-05 -0.00020569163504719604 -0.00023431073922162366 -0.001021507952055682 8.9436683434164678e-05 6.713266409654839e-05 -0.00021911230196620496 0.00039902299949340413 0.00074280303225696055 -0.00096268687491480242 0.00025454652180270995 0.0001487796076075049 0.00043313246946306757 -0.00027366638481604637 0.00096453415729210812 0.0012770474306260855 -1.2985185218243292e-05 0.00017198078635019507 7.8058470202726083e-05 0.00014834275573038383 -6.2085950955829191e-05 0.0015278154138386099 0.00014031694655386792 -3.688828055043508e-05 0.0022867167711277674 0.00022887108205524588 -0.00027204086771484136
leaf_count=3396 147599 26163 91767 43567 3582 2160 89 690 887 384 1162 140 185 71 639 1277 2590 122 37 15700 931 8293 2332 2753 77 2782 112 20 1937 487
internal_value=0 0.0433378 -0.0131709 -0.00422794 0.0224374 0.0461143 0.0567536 0.0585047 0.0492021 0.220762 0.237182 0.0349305 -0.091269 -0.590775 -0.142888 0.294607 -0.0433663 -0.0229848 -0.243404 -0.0422264 0.284458 -0.0179461 -0.0235501 -0.0402922 0.07851 0.192815 0.835743 0.296248 -0.0493741 0.132862
internal_count=361931 29559 332372 232437 74213 51251 48452 48363 46115 2548 2248 1086 946 256 2799 2164 22962 20335 2627 19282 1053 158224 149931 99935 5744 2991 209 132 94191 2424
shrinkage=0.000980392


Tree=5118
num_leaves=31
num_cat=0
split_feature=1426 194 1223 409 1250 905 971 83 208 1229 1365 1432 906 158 1250 31 561 1228 555 1103 158 767 432 220 1107 966 1318 343 1321 623
split_gain=8.37902 12.9768 13.192 16.0145 19.995 16.5472 15.9808 25.8857 18.5872 15.7644 17.6904 20.5872 16.2316 15.7678 16.2098 17.0116 15.1744 15.0416 14.9657 14.9656 16.9146 17.0819 14.8375 19.0517 14.7348 15.913 14.6808 17.6831 15.3429 19.1309
threshold=1.0000000180025095e-35 3.4153224476252908 1.0000000180025095e-35 0.96281525827728831 -1.2365761744037891 -0.48717182136609766 2.4390387143675656 -0.086923767299668428 -0.51931234046084052 1.0000000180025095e-35 -0.42638832581415231 4.0145804277550505 2.2531130071974368 1.251952961106731 0.33612867302351024 -0.56960846659031006 -0.8664948354579004 0.9948761292206888 1.7867448023024346 -0.31554858051480039 0.53757118287458938 0.92106246496974908 -0.49400305061492183 -0.7781759423054323 -0.15441385589705131 0.11380291470134586 -0.75767186301742095 0.81929467624192809 1.2486565447910951 0.54008223901162677
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 17 -7 -8 -9 10 11 12 22 14 26 -16 19 -5 -19 -4 -21 -22 -6 -24 25 -11 27 -12 -28 -30
right_child=1 -3 16 5 9 6 7 8 -10 24 13 -13 -14 -15 15 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=0.00026719342493681597 -0.0094663778660572934 0.014790773043112408 0.008873021333384884 0.0023569405762176921 0.00079964775489009966 -0.0158097922206724 -0.032674668897699648 0.1369715377093898 0.027007657540943267 0.0014900757861684188 0.0074582210698085185 0.098969636250921963 -0.043566201403497026 -0.015125709878710147 0.0064460405102361494 -0.01730094663606295 -0.00088386928514778561 -0.039640293465716507 0.089394382229382938 -0.0018255204379702022 0.016162449347450893 -0.012338263445332603 -0.033950321336202488 -0.0093761750748284356 0.0039251415230206147 -0.0073526398032241888 -0.0024544603655966332 0.041320878151771573 0.002584217754657326 0.041163606729642026
leaf_count=226490 8140 564 4469 3454 2448 4949 127 38 104 7830 1880 48 437 1643 763 1763 57099 384 20 7334 1502 405 1219 4216 11432 4908 6785 240 946 294
internal_value=0 -0.0190654 -0.0210035 -0.0507103 -0.0353882 -0.170084 -0.276491 0.403031 1.15232 -0.0186492 -0.0778207 -0.19511 -0.205928 -0.022771 0.0074572 -0.187784 8.30163e-06 -0.0139484 -0.623937 0.0693202 0.0143266 0.213781 -0.177916 -0.269481 0.019418 -0.0391394 0.0567938 0.250262 0.000306755 0.299036
internal_count=361931 135441 134877 64068 54992 9076 5218 269 142 46852 22682 8368 8320 14314 12671 2526 70809 3858 404 13710 9241 1907 7883 5435 24170 12738 10145 2120 8025 1240
shrinkage=0.05


Tree=5119
num_leaves=31
num_cat=0
split_feature=785 652 588 719 728 650 1452 1470 73 892 276 1189 630 488 1107 1027 588 560 831 87 1189 902 1380 691 287 8 513 357 225 763
split_gain=18.0498 16.0741 19.7859 27.2213 18.9916 22.7344 18.0595 19.194 17.9738 17.2709 18.6254 17.2226 16.6606 16.4643 19.8936 19.1969 17.2864 19.1384 16.915 16.8747 17.3715 16.5824 16.4423 16.6953 16.4329 16.3502 16.3872 17.2834 16.336 16.3251
threshold=-0.86283290253235112 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 -0.49008176997875957 1.253152870847948 -0.0068002104804352915 0.93978201590593802 -0.12620126253698064 1.0342428102238199 0.56241006936257165 3.1007877144379763 -0.76515813422126111 -0.16549858708821427 -0.31888010351417456 1.3133204588538343 0.71188872395471614 -1.0891120798775382 -1.1784308050201495 -0.47843340640776211 -1.1215907056902077 -1.2592235350366694 -0.29110149605272317 0.62552333488159839 -1.5898942898128738 0.31619446797768463 1.0454229551509682 -0.56762832091460147 1.0000000180025095e-35 1.22277025796189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 4 25 5 6 8 -8 -3 -6 11 -11 -9 21 16 -16 17 18 -15 20 -19 -2 23 -23 -24 -4 27 -27 29 -7
right_child=1 2 3 -5 9 28 7 12 -10 10 -12 -13 -14 14 15 -17 -18 19 -20 -21 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.0603988535500572e-05 -0.00018770346133427 -1.1499462580587104e-05 0.00021107671320584137 -6.9122926100882701e-05 -3.9055898753173065e-05 0.00018492834320819342 1.1390079610051698e-05 -0.00019331350034512411 -0.00016369111773280472 -0.00018407276110090829 4.4626157010601314e-05 0.00044186060394402763 0.00044418225790672798 -0.00071134126397377371 4.7767006889049408e-05 0.00023848130076677476 -0.00018193803395223323 0.00047668822086557779 -0.00011656125391248983 -2.3869486635562204e-05 8.3579000694011967e-05 6.5557253499721468e-05 -0.00030331368281735402 -0.00010084610821937581 -3.8799336788016115e-05 -0.00037765155647585423 0.00030468731434566082 3.9530242433409586e-05 -3.4992305540592704e-05 -0.0001621422239389126
leaf_count=29559 3766 9648 4479 5890 153990 6758 9918 261 7827 15304 3703 308 946 581 31459 2668 3051 705 1493 10563 3778 16608 1689 4380 25122 679 606 1386 3906 900
internal_value=0 -0.0172767 -0.0293102 0.0540928 -0.0355618 0.00971326 -0.0259746 0.0454883 -0.0745667 -0.0474444 -0.128635 -0.173279 0.314703 0.00589063 0.0329577 0.0641881 -0.0277048 0.0029775 -0.251207 0.028176 0.14636 -0.0249698 -0.0141552 0.0350464 -0.0527972 0.136658 0.00601706 -0.083897 0.0965163 0.154305
internal_count=361931 332372 226509 13040 213469 40164 28600 11125 17475 173305 19315 15612 1207 105863 54298 34127 20171 17120 2074 15046 4483 51565 47799 20988 26811 7150 2671 2065 11564 7658
shrinkage=0.000980392


Tree=5120
num_leaves=31
num_cat=0
split_feature=890 407 795 717 588 1356 747 1097 706 785 695 513 660 537 979 633 842 1258 785 362 154 951 611 779 978 776 1257 1055 1314 896
split_gain=13.0512 17.3919 17.2217 21.605 22.033 24.4673 25.0347 22.1897 21.3589 20.3206 18.1781 17.7511 22.4176 18.3362 18.3438 17.0269 16.8232 20.0395 16.5024 18.886 21.153 16.3669 18.1591 16.12 17.921 16.2814 20.2759 16.4693 19.6883 16.1621
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.47434941765559457 2.250834115212506 1.0000000180025095e-35 2.2668746584208797 -1.2571877020351898 1.6846785363603172 -0.86283290253235112 2.737480222402255 1.0454229551509682 -0.72421686037558375 1.0000000180025095e-35 -0.19052289970289993 -0.96673487256783863 1.4231157895688555 -0.75781192372268247 0.58460966528228819 -0.4969021653706267 1.1609641997683129 1.0000000180025095e-35 0.77037178917660254 3.2755819793892029 1.917347316244016 2.1563166217073708 -0.31991712445869841 0.11371309313650475 0.18786730710348523 -1.1308725805994078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 7 -7 -5 23 -9 -6 12 15 16 21 -11 -14 -18 -13 20 -20 22 -15 25 29 -3 -27 -28 -29 -25
right_child=1 2 -4 4 10 6 -8 9 -10 11 -12 18 13 14 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-3.5043292645089717e-05 -5.4147444783341453e-05 -4.8340914091601892e-05 -1.2495244416555125e-05 -0.00023487697883120163 0.00022824028930961034 0.00012710137665832615 -0.00036904898914851312 0.00011038444825561318 0.0001239877791706687 -0.00052035549234886861 -0.00093169973205433243 -1.1111408524190666e-05 -1.2194827844577864e-05 0.00039859933902757524 -0.0002075140194298421 9.097882592095837e-05 -0.00040304404128465557 0.00060334163450365293 -0.00017114195692667926 0.00042971424905591596 0.00087732603876916496 -8.323357434994672e-05 -0.00050205797682938147 0.00082019437284998472 0.00082127707237779465 -0.00010481678041741816 0.00018105960669899805 0.0011285780856226944 -4.8679590613970456e-05 -1.3824406953529062e-05
leaf_count=96477 36838 37023 122710 2308 3691 15631 472 10011 5510 307 58 1771 5280 715 6497 6509 122 381 548 1079 85 4461 170 131 186 884 855 215 111 895
internal_value=0 -0.000902258 0.00557339 0.0268573 0.0542989 0.0427032 0.114354 0.0120038 -0.0116768 0.0233307 0.213524 -0.00722082 -0.0305812 -0.0760939 -0.128773 0.0732883 0.0294698 0.395178 0.129661 0.274285 -0.0139288 -0.0281656 0.262174 -0.0298704 0.23123 -0.0380921 0.161314 0.356311 0.783796 0.102326
internal_count=361931 265454 228616 105906 60096 56347 16103 40244 45810 37936 3749 27925 24442 17626 11843 6816 5783 503 3483 1712 633 5346 885 40300 1212 39088 2065 1181 326 1026
shrinkage=0.000980392


Tree=5121
num_leaves=31
num_cat=0
split_feature=785 519 728 660 852 21 650 126 1223 872 1243 906 653 680 1422 894 1122 699 567 636 876 624 1020 901 794 615 399 1218 139 915
split_gain=17.2642 16.4418 20.7825 21.4937 22.6171 22.2523 20.081 17.5746 22.979 21.157 18.7281 18.9772 18.6832 19.0104 19.2154 19.0695 18.4904 18.1686 17.128 22.5322 17.4925 17.2598 17.0905 18.8579 21.6416 18.6386 18.3432 20.3645 20.8303 17.5601
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 1.6923072129381651 0.70880289725806289 1.0000000180025095e-35 3.0757328524286596 0.22991414747585318 1.8332716930034685 1.4216543509230546 0.77071421383085248 1.0000000180025095e-35 0.96742979996179246 1.6249123123827147 0.034841831610120742 1.6865844733297715 1.9639105763418747 1.0000000180025095e-35 0.12427715490910153 2.1590889378513896 -0.31011240502700077 2.2041218380651819 0.29474588622420417 1.0000000180025095e-35 3.9048232315577729 -0.40736120024633365 1.8119475731359194
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 -2 9 -9 10 11 12 22 15 -15 -14 -17 -11 20 -20 21 -10 25 -24 -25 26 29 -28 -29 -7
right_child=1 -3 3 5 -6 7 -8 8 18 17 -12 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=4.0967647280332648e-05 3.1027517209173413e-06 4.1144942608423225e-05 -2.5892980196045653e-05 0.00016963322979641224 6.5529340322874701e-05 -7.7415783447960999e-06 0.00013816000886204675 -6.467634997284556e-05 -1.8373843292099537e-05 0.00042567159960138734 -0.00011097410852672893 -0.00017805596160075328 0.00013460181489303099 -3.61691333287502e-05 -0.00057227224486058122 -6.363781892429822e-05 -0.0011349716011637549 -0.00013431736430570001 0.00026794342664927627 -0.00040179302664095567 -0.00012077185595554081 0.000145371291530469 0.0002464571260869626 -3.4295609815159255e-05 -0.0013181698079115373 4.8406762096481967e-06 -0.00011716293202967012 -0.00011489025575917846 0.0011448293564482815 -0.00033238060797079704
leaf_count=29559 52958 21518 43145 3398 20541 19662 6225 19755 6630 733 42691 7353 8819 1879 671 2252 143 439 2242 262 3537 5252 1867 1242 87 21092 36469 111 100 1299
internal_value=0 -0.0156222 -0.0205837 -0.0307983 0.0061324 -0.0447058 0.01782 -0.0480677 -0.00389672 -0.061358 -0.0644932 -0.0476043 -0.0392285 0.0454289 -0.167188 0.0853463 -0.109308 0.231872 0.0495662 0.209304 0.0207432 0.0593073 -0.0530978 0.109952 -0.107207 -0.0607642 -0.0824888 -0.114435 0.51823 -0.0239786
internal_count=361931 332372 310854 251671 63686 187985 59183 184587 37678 146909 145737 103046 95693 13764 2550 11214 2395 1172 17923 2504 15419 11882 81929 3196 1329 78733 57641 36680 211 20961
shrinkage=0.000980392


Tree=5122
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 340 497 691 1356 747 477 842 854 797 710 791 9 638 1434 936 942 1247 1465 560 637 271 1180 1183 1023 984
split_gain=15.4816 19.9959 19.544 22.707 26.5808 20.3663 16.359 16.702 17.2642 22.5505 17.9488 17.1283 16.348 54.1399 21.2754 24.2464 24.8114 22.0375 21.3955 20.644 22.8913 20.0291 19.0281 17.5666 19.6109 17.9398 19.3337 17.3358 19.8713 18.1344
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.29476615584548899 1.7603402020327763 1.8162821653890682 2.2841970610333457 0.34291078408764419 1.0000000180025095e-35 2.2668746584208797 -0.61860042855786568 -0.46476429952967968 -0.87473648844905705 0.63961785378869596 1.7745879959826432 1.0000000180025095e-35 -1.5532132503596745 1.273276721297012 1.0000000180025095e-35 0.30310323293594316 2.231519495564001 -0.65276734775314305 0.0022353841619276822 0.24135225788626438 2.5185634251976823 0.97972484085949774 -0.52215934106716611 1.2957968349477553 0.36003600613833892 -0.24050385775521496
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -5 10 -10 -9 13 -4 15 19 -17 22 -18 20 -14 -19 23 24 25 -16 -27 28 -20 -30
right_child=1 2 12 4 -6 -7 -8 11 9 -11 -12 -13 14 -15 17 16 18 21 27 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-3.9486585931312456e-05 -5.9339662401431221e-05 -7.3603888532198694e-06 -6.3739159050511199e-05 3.4360863536704907e-05 0.00023999683679658287 -0.00020706428069499862 0.00024929989713773593 -0.00017977448922521763 5.9212811530653463e-05 -0.00039666552179253961 0.00023908382693403648 2.267909651271255e-05 -3.5175048676628491e-05 0.0002377609967620144 0.00023313662146481282 0.0011190660099669686 0.0001208941542467015 -0.00012418212069580632 -0.00017282048293321139 -0.00010110457100477867 0.00013585171866499723 0.00053729766986781687 -0.00010900962119110401 -7.3325873169592383e-05 0.0011220987911527455 -0.0011107229724659931 5.9137055362750889e-05 -0.00057856450101678692 -7.2689329004233818e-05 0.00044645896761417569
leaf_count=96477 36838 52063 6898 25842 3356 1906 1967 3213 4810 343 5401 7005 62538 4368 2656 103 7423 337 2168 25726 3545 765 2684 1480 93 117 239 373 636 561
internal_value=0 -0.00239946 0.00453868 0.0271775 0.0591249 0.0457039 0.0536729 0.0452214 0.0671015 0.140714 0.159346 -0.0372259 -0.0149513 0.0642395 -0.0236242 -0.032971 0.0649467 0.082478 0.0546636 -0.0455302 -0.0250193 0.372084 0.0386662 0.122833 0.214845 0.182844 -0.329447 -0.0857162 -0.0385817 0.177835
internal_count=361931 265454 228616 105906 53843 50487 48581 46614 36396 10554 10211 10218 122710 11266 111444 103073 11264 8371 11161 91809 66083 1102 7269 4585 3105 3012 356 3738 3365 1197
shrinkage=0.000980392


Tree=5123
num_leaves=31
num_cat=0
split_feature=785 728 21 1469 1315 1452 1466 1461 21 1300 1450 1466 1458 1234 1470 1455 1452 21 1452 1306 961 1462 1181 710 1455 1450 1468 1460 1449 1452
split_gain=8.76005 10.4168 9.98956 21.5987 20.1404 22.4274 41.3531 32.5197 37.2689 30.1037 29.5599 27.6666 31.7839 26.2136 26.0627 24.8929 24.1745 32.9578 28.0004 23.4822 23.0012 22.6981 25.5398 22.1063 21.4874 25.5145 22.5926 28.1656 22.2845 20.6982
threshold=-0.86283290253235112 -0.49008176997875957 -0.13431221002227373 -1.1256941366283033 1.7113582445367468 -0.16682302883424749 -0.28630806504872541 0.56849382259836123 -1.4580664037135931 0.72569580879455042 -0.62651972889049767 -0.26900033750946656 0.63120342562971821 1.0000000180025095e-35 0.360274951809401 1.7778406063357999 0.37490402264961914 -0.51252769393407926 0.50722087229347712 2.7426607802978551 2.7378363749037904 -0.066448183013664744 0.95332492134899383 1.8242797381313243 0.40822562400327617 -0.85352856111255682 1.0056208477415762 0.69190404625496948 -0.45327736780714806 -0.20992966078690614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 9 7 10 -9 24 15 12 -8 -12 21 -7 17 -10 19 -18 23 22 -15 -16 29 28 -27 -28 -26 -5
right_child=2 -3 -4 4 -6 6 11 8 16 -11 13 -13 -14 14 20 -17 18 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0046899741216070373 0.0036615669913284154 0.0024147942677202774 -0.00099531574253947856 -0.0014128692231402419 -0.0056713948509665713 -0.020232114809190068 -0.010563093815294557 -0.034423042459953833 0.0045268463759211078 0.0067305334554907011 -0.0093527396605183107 0.0012631466523983764 0.067683551619663926 -0.012885236500690386 0.0059283278618479087 0.024826777145829468 -0.042086016670964926 0.033029146162482162 0.0018727254471633953 0.069966378552318742 -0.026947248122167169 0.0061779120404805788 0.012220909672265768 0.032339420636724729 -0.01879462327970767 0.0045258565395704864 0.023825564197796304 -0.012933409742155427 0.0026756514263888429 0.011181518894710767
leaf_count=3396 20850 26163 158647 47913 12662 4175 132 627 1913 14384 12750 28500 115 5089 1720 139 458 770 3406 32 357 2172 751 600 1142 6922 1594 336 2015 2201
internal_value=0 0.0340266 -0.00704989 0.00655631 -0.00511949 0.00275656 -0.0328096 -0.0964367 0.0526874 0.031407 -0.139993 0.0333772 0.741799 -0.104068 -0.00875638 -0.352342 0.0971178 0.263819 -0.0386956 -0.663617 0.209682 -0.086106 -0.181141 0.28585 0.00747803 0.0956663 0.15821 0.363905 -0.0932111 -0.0171446
internal_count=361931 29559 332372 173725 152875 140213 63706 34959 7206 76507 27753 28747 247 23439 10689 4314 6579 2683 3896 490 2677 8012 5840 2320 62123 12009 8852 1930 3157 50114
shrinkage=0.05


Tree=5124
num_leaves=31
num_cat=0
split_feature=728 1100 691 1124 795 489 784 49 565 1251 221 83 706 842 1188 859 498 430 1142 537 641 490 357 1020 354 1310 216 774 509 2
split_gain=15.2681 15.6521 17.4391 19.0503 16.4953 20.2733 19.9877 18.5538 17.2039 22.5737 20.3759 17.8354 18.5882 22.9833 18.5977 17.022 16.8823 16.6016 16.0614 15.9908 15.649 15.6152 15.493 15.409 15.2849 17.7643 16.3166 15.2125 16.7523 15.5465
threshold=1.0000000180025095e-35 1.6293515030253838 1.4255342478983304 2.9119499769605071 -0.29258408639884992 -1.1505828196359797 0.9594655836162902 2.3839209586872081 -0.67075317532999967 -0.7593347105058833 1.3749337819644696 0.11941468766767303 -0.46577420944736736 2.6391084233768636 -0.87802821562231359 -0.54135187694831066 -1.1058142205337476 -0.39181977418658193 2.1996287986293805 2.1533051290640106 0.8423242745550269 0.63578521953922928 -0.98786351948026263 1.0000000180025095e-35 0.84354629869311759 0.85221310825301255 -1.0314002029433709 0.58460438483072008 -0.8707511978464394 -1.0294618386339283
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 21 17 8 9 16 11 -10 13 -13 -14 27 -7 18 22 -19 -3 -1 -6 -2 -12 26 -26 28 -8 -30
right_child=23 20 3 -5 6 7 15 -9 10 -11 24 12 14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=7.1782307057858779e-05 -7.3827606501028215e-05 -2.9297508378703762e-05 -4.6697363371504514e-05 -0.00054868723430694533 -0.00013048361969270894 0.00045904294005626607 -0.0002233753616671178 -0.00020031573974999179 1.7189317691406213e-05 -6.2862773257017996e-05 0.00012646232517166825 3.641079364473216e-05 -8.7637961411654635e-05 -0.00072759694368149401 0.00017373979453688668 1.8835960581933126e-06 6.4678477075938629e-05 -5.5824402731396551e-05 0.00023363554932381541 0.00014306766028977986 -0.00018297770892623143 -0.00017214293659846791 2.5048848295726267e-05 -1.1703257853515024e-05 0.001013474975162465 0.00092898088151269957 0.00017168288002103761 -8.1145534519435586e-05 -0.00010586818757267275 0.00021716637679360047
leaf_count=2250 47529 25930 22410 501 4383 677 485 1757 33326 14317 4975 8870 1539 180 12306 15036 4533 49756 1588 1900 6880 5022 24650 61561 108 201 885 1440 833 6103
internal_value=0 -0.00066233 0.00516679 -0.0568856 0.0117551 0.0344361 -0.0071043 0.0434409 0.0480177 -0.0139261 0.0653058 0.051344 0.09839 0.0210165 0.149629 0.0479947 0.114373 -0.0243332 0.0178833 -0.0488502 -0.0577804 -0.0941585 0.00551816 -0.0362345 0.181502 0.397556 0.274945 0.121657 0.160216 0.186804
internal_count=361931 252841 220031 22911 197120 90946 106174 83674 81917 19527 62390 56221 22895 9050 13845 23897 5210 82277 30621 51656 32810 7272 29033 109090 6169 1194 993 8861 7421 6936
shrinkage=0.000980392


Tree=5125
num_leaves=31
num_cat=0
split_feature=785 519 713 930 921 783 645 848 486 774 1028 657 695 924 1368 460 10 833 1457 565 842 912 1088 1459 699 1463 1458 1041 1456 1122
split_gain=14.3489 13.4243 19.7205 23.1887 20.6275 41.9801 20.8976 20.269 20.2657 19.0933 18.9561 17.848 18.6305 20.1517 18.9187 18.9715 18.3923 18.2788 17.474 17.4549 17.8382 17.1364 20.4319 17.0756 22.4791 21.4642 21.1558 19.7716 19.4136 18.7503
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.66777575187080795 3.5086024243106082 1.8692550303841236 1.5033568469461875 -0.35861621905537377 -0.80522708219444705 2.1097569808217282 1.8999064755685127 0.70892277612114496 4.3297121247051882 -0.23034647385973939 -0.80201290801470704 3.1272900881009673 1.1604233505739945 -0.75742693342923417 0.41325020809808216 1.3828769186765884 -0.32303709040653633 3.0911051050642997 0.093599294775546141 -0.48054573248838922 0.75765766419251124 0.74049508400456954 0.046189418854665792
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 11 9 -7 -5 10 -6 21 -4 13 14 23 18 -14 -15 -16 20 -9 22 -2 24 25 -13 28 -28 -27 -25
right_child=1 -3 4 7 5 6 -8 19 -10 -11 -12 12 16 17 15 -17 -18 -19 -20 -21 -22 -23 -24 29 -26 26 27 -29 -30 -31
leaf_value=3.8168490783263386e-05 4.6530763650405772e-05 3.7843602201032526e-05 -9.083981788327722e-05 -2.9156994325156554e-05 -3.8733930347508393e-05 0.00010301185310909153 0.00037552991675348995 -0.00016589277386927924 0.0003102789607170402 0.00015620390991014446 0.00011722952816943318 -0.00011550715208346589 -5.0182514854935169e-05 0.00027787065225977033 7.3153776357862521e-06 0.0017640915575338628 -0.00033688247779160402 2.8653926154850075e-05 0.00050499924395675585 0.0012170200785455616 0.00064497272650228027 -0.00029486627709438717 -0.00031944698168211909 3.3520675554237915e-06 0.00042191484661973478 -7.3500061607753415e-05 -5.3004160439528104e-06 0.00023640369227714242 -0.00046137852400379654 -8.4380293073360856e-05
leaf_count=29559 10289 21518 36644 30444 25374 4982 1756 302 1436 2714 10827 39876 3128 1984 35319 42 2517 11704 306 89 232 1302 983 49376 513 5143 8783 2372 939 21478
internal_value=0 -0.0134855 -0.0179736 0.020952 -0.0275559 0.0246557 0.177672 -0.0210195 0.0738515 -0.0180678 0.0557747 -0.0368679 -0.0279824 -0.0237749 -0.0314985 0.014093 -0.170552 0.0627119 0.0125418 0.378096 0.215719 -0.0133207 0.0155579 -0.0464819 -0.0789437 -0.083785 -0.0139481 0.0463053 -0.132608 -0.0212461
internal_count=361931 332372 310854 55904 254950 34826 6738 31067 24837 28088 23401 220124 183480 177835 164147 35667 5645 13688 35625 623 534 12574 11272 128480 57626 57113 17237 11155 6082 70854
shrinkage=0.000980392


Tree=5126
num_leaves=31
num_cat=0
split_feature=728 691 1124 556 392 290 1382 153 1465 1037 155 1120 82 707 491 177 1450 1119 844 897 345 828 896 484 1120 1238 705 6 276 420
split_gain=8.68433 11.9247 14.368 14.2272 21.4076 16.568 17.2177 14.9574 14.6758 19.5285 16.5664 16.1207 15.5896 15.2091 17.387 16.5256 14.3817 14.2321 14.0326 15.9782 13.8354 15.556 13.7451 13.733 14.9108 13.7144 16.7567 15.9473 15.7951 17.4494
threshold=1.0000000180025095e-35 1.4255342478983304 2.9119499769605071 0.93534897807630613 1.0000000180025095e-35 1.3774374262770357 0.069802815060263715 1.5578750432476265 -0.10699521629734682 -0.30703169524005319 2.6829290183099417 1.4896777303838402 0.081724561562902781 -0.31577308212620786 1.3756090417020743 -0.7269905539791286 -0.68961132794472235 0.95297645537313147 0.62760408992612138 0.43017599368217257 -0.35740908135123828 0.50189635444880576 0.73822046824604237 -1.0633019698466251 -1.8475160628116474 -0.40677623306953564 1.7552275306509069 2.987251991472228 1.173663610005746 -0.27113642134794586
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 8 -7 25 12 11 -11 -10 13 14 -5 -16 -17 -13 -4 -20 22 -22 -8 -15 -25 27 28 -6 29 -27
right_child=-2 2 18 4 7 6 20 -9 9 10 -12 17 -14 23 15 16 -18 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00079718467805165436 -0.0011711506448722874 -0.0018604894959763215 -0.032455949201908904 -0.0092708785344540658 0.0022701487742066134 -0.0053273883976450928 0.012276840032744457 0.012804625193185634 -0.024671232941376273 -0.0070178309778945198 0.075241679174395878 -0.015025750417967419 -0.0097933397467446486 -0.034618690596001186 -0.046370553113133359 -0.018624750342240384 0.056634557797031672 0.058463088200271365 0.051274818126249781 -0.050965020565794918 0.046499040133372048 -0.028897674294567778 -0.061697198039392831 0.10544043047834997 0.011031569962279107 -0.012234551956890535 -0.037603840323427631 0.049785090744433984 0.011834125505380245 0.00025894885482283323
leaf_count=191093 109090 26598 550 2089 9060 784 227 1309 2334 3085 33 112 3286 119 39 50 139 61 69 36 245 45 48 22 1880 3670 281 84 1137 4356
internal_value=0 0.00352252 -0.0450161 0.00877895 -0.0383087 -0.11138 0.130049 0.0142962 -0.140818 -0.239221 -0.121505 -0.428522 -0.0690402 0.0332716 -0.105748 0.499761 0.776061 0.310681 -0.448045 0.356198 0.417288 0.738567 0.0409536 0.197791 0.248446 -0.00480751 -0.080506 0.0555632 -0.0617662 -0.102624
internal_count=361931 252841 27253 225588 34495 14598 1349 19897 13249 5625 3118 2507 7624 4338 2317 228 189 173 655 105 565 290 275 2021 1902 18588 9444 9144 9163 8026
shrinkage=0.05


Tree=5127
num_leaves=31
num_cat=0
split_feature=332 395 471 1065 977 651 12 996 635 1186 401 1012 391 320 1449 1109 1466 282 1320 830 54 419 572 488 140 333 915 777 678 1317
split_gain=13.671 43.6329 21.9697 25.1891 20.41 19.096 18.2082 18.3631 27.9061 19.4669 20.1439 17.7494 17.7191 19.4373 18.2306 19.3241 17.5707 18.8484 17.2344 19.8089 19.5582 22.92 17.0535 25.2855 17.0694 19.2702 25.5178 22.1594 21.0365 17.6629
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.4442116471105977 1.1107569744011787 -0.59727736220901595 1.0565563832172893 1.0461461580237101 1.1148764077371582 1.0000000180025095e-35 1.4711245761114824 1.0000000180025095e-35 1.0000000180025095e-35 1.3275098554043667 0.44178456946483297 2.7003307171580744 2.3623678445702434 -0.69332819957971314 -0.12900051153156636 1.0000000180025095e-35 2.1772519456517823 1.8666351478092309 0.4867292402141335 -0.48546444577241915 1.0308016862606064 -0.064539879252033958 0.43890524478253673 5.4562307876106422 -0.86881244767357901
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -2 6 5 11 -4 18 9 10 -9 -5 22 14 -14 -16 17 -3 20 -20 -8 -22 24 -24 -1 27 28 29 -27 -26
right_child=2 16 3 4 -6 -7 7 8 -10 -11 -12 -13 13 -15 15 -17 -18 -19 19 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00015124067668946731 -1.4303480511185871e-05 3.4405688403464871e-06 -2.7938734782373058e-05 -1.9180332002122554e-05 -0.00053628808527756637 -0.00025925943605931243 -5.6898209587947566e-05 0.00077000608421973226 -0.00038890359338291096 -0.00042991417341015835 4.3960379489217691e-05 0.00054716077341200587 -0.00027556819276310432 -7.6231582988392786e-05 -0.0001235883210659082 0.00075922121728142281 0.00020340598313993647 -0.00023765255007933869 5.2420722723583294e-05 0.00017476813102274019 0.000177717480496307 -0.0008966759991652026 -2.5646227084029533e-05 0.00061310958360322155 -0.00015870998864546661 -0.00025210705608714578 6.2082624830907263e-05 -0.0001783437505530517 0.0005913290262765567 6.2576211502259166e-05
leaf_count=13913 137967 85431 10118 4923 397 1473 5830 154 857 346 2683 251 13761 15912 875 289 1887 1920 10363 13044 2940 94 1520 620 3123 5529 2866 4605 117 18123
internal_value=0 -0.0278764 0.0019585 0.0377193 -0.0786973 -0.0515378 0.0561421 0.0773576 -0.0544157 0.0327388 0.0881398 0.00759868 -0.0803259 -0.144473 -0.24162 0.136761 0.00388084 -0.0014085 0.0945453 0.124796 0.0151111 0.150283 -0.0523658 0.196474 -0.0623264 -0.0342622 -0.135927 0.00313527 -0.229886 0.0354533
internal_count=361931 170491 191440 53473 7044 6647 46429 36311 4040 3183 2837 5174 81253 30837 14925 1164 89238 87351 32271 23407 8864 3034 50416 2140 48276 34363 8512 25851 5646 21246
shrinkage=0.000980392


Tree=5128
num_leaves=31
num_cat=0
split_feature=785 519 713 930 921 783 645 486 848 728 565 996 1028 791 746 809 289 1437 651 222 1459 854 797 797 965 414 84 1243 1035 496
split_gain=16.9182 13.4596 16.3776 21.1087 20.9963 42.6821 20.7538 20.0737 19.3713 19.0257 22.2514 23.9251 18.9411 18.7758 29.927 24.6759 22.3 21.6685 21.0612 19.6791 18.5644 18.2529 73.2592 20.6651 21.3199 23.2933 19.2147 18.5009 19.6346 18.1712
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 0.66777575187080795 1.8692550303841236 3.5086024243106082 1.0000000180025095e-35 0.4810433618479425 1.0565563832172893 -0.35861621905537377 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 2.014354030516309 2.8230500387871662 -0.87473648844905705 0.63961785378869596 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 -0.010139945829889745 0.1517318052922412 -0.34755022397939389 -0.51420365429618264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 13 9 -7 12 -5 10 20 -12 -2 21 15 16 -15 -17 19 -18 29 22 26 27 25 -25 -4 -23 -29 -6
right_child=1 -3 4 8 5 6 -8 -9 -10 -11 11 -13 -14 14 -16 17 18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.1926630290819162e-05 -1.9281513435915244e-05 3.7296683177628052e-05 -0.00023781076306452167 -3.1091948098389956e-05 -0.00017543022429244076 0.00010514232868000741 0.00037663439284575781 0.00030265504125758538 0.00035943460261191431 -0.00011054099734095789 0.00018780240378967367 -0.00027146236091232638 0.00011084036135063926 -0.00028750065499762574 0.00010152171337410974 -2.5792120574556265e-06 -9.6919188020510821e-05 0.00024402319948636374 0.00030082157302632046 0.00028293469732784915 0.00051224600455894919 -2.2126218527099378e-05 0.00026802058662056961 -1.7034407496549728e-05 -0.00017918453774228235 -0.00022458151163926834 4.9740206053847446e-07 -0.00018137030100670384 -4.8205221281663406e-05 1.1872074877048131e-05
leaf_count=29559 12574 21518 3481 30444 4131 4982 1756 1436 623 10159 4683 574 10827 5860 10309 28211 21582 1632 775 829 266 71738 3676 15858 16005 4096 3851 12068 20153 8275
internal_value=0 -0.0141046 -0.0185967 0.0168542 -0.0273295 0.0253363 0.179578 0.0672735 -0.0231866 -0.017739 0.0221365 0.139666 0.0493088 -0.036722 -0.00239776 -0.0279634 -0.093226 0.0145162 -0.0614574 -0.0803408 -0.0313878 -0.0519077 0.0367819 -0.0601489 -0.112207 -0.0593599 -0.10905 -0.0427761 -0.096216 -0.0451787
internal_count=361931 332372 310854 55904 254950 34826 6738 24837 31067 28088 17929 5257 23401 220124 69198 58889 29046 29843 23186 22411 12672 150926 11008 139918 35959 19954 7332 103959 32221 12406
shrinkage=0.000980392


Tree=5129
num_leaves=31
num_cat=0
split_feature=890 407 1166 553 795 758 706 702 566 695 652 920 564 1051 576 768 785 513 54 424 981 1118 1253 1047 499 636 1463 358 415 1113
split_gain=14.4353 19.8215 17.8972 18.0369 17.8872 22.3122 23.7321 17.9162 17.6694 20.9774 17.6657 18.1406 22.8693 17.5552 19.4579 17.3647 22.6164 20.7292 22.4058 17.2895 17.2642 18.9429 18.3098 17.3161 17.2175 18.1753 17.1621 17.0579 16.896 16.7938
threshold=-1.0182342416987082 -1.2965003005540392 -1.2508507625752519 -0.91114433608537004 -0.29258408639884992 -0.1354147541679151 1.6846785363603172 0.83871633330822193 1.7603402020327763 2.4417758854593621 -0.98896428961744431 -0.83967173534858641 -0.4811775615237513 2.3864150127511103 1.0000000180025095e-35 1.9376207329178159 -0.86283290253235112 1.0454229551509682 2.0367191565872536 -0.95646680837346376 2.0228832419914675 0.18122458820154694 2.4902107121407586 2.317691104679422 -0.88843847530430475 0.22464509144046027 1.0319240490740607 -0.13692290350693823 2.1194130209558275 2.224950819453356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 -7 13 10 -10 -4 12 26 20 24 16 -13 18 -18 29 22 23 28 27 -15 -26 -12 -22 -6 -9
right_child=1 2 4 -5 7 6 -8 19 9 -11 11 15 -14 14 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.7774969262594043e-05 -5.866009290993548e-05 0.0001281199513873786 0.00014239797763561672 -0.00010233348890650978 6.3457948743658675e-06 -2.8260333268610236e-05 0.00014066865587856456 5.8352446013656631e-05 0.00023287048129142938 -0.00073786169097017434 -0.00023306923264963496 9.2721535441475929e-05 0.00027952850795628622 -0.0003333410655971311 3.9233321381386437e-05 0.00017899066381243481 -3.4192288775261123e-05 0.00011846221578048348 -0.00031135366200925855 -7.1327901841133283e-05 -0.00023987737234711494 0.00036065507582801708 -0.00028725940427351955 0.0005604418609401582 0.0008674653430306166 0.00014793616955131625 0.00074773566150349783 0.00014912208279263957 -0.00019575804633677535 0.0012214389324448846
leaf_count=96477 36838 2338 7845 16179 69805 35972 4940 4405 3403 94 760 11140 2633 123 1359 2956 22076 3429 1625 29460 1022 1136 1158 226 423 291 93 1123 2541 61
internal_value=0 -0.00192236 0.00499319 -0.0725534 0.0102131 0.0327275 -0.00866307 -0.00896541 0.0610168 0.208674 0.0504448 0.0328033 0.184386 0.0094664 0.209228 0.0193652 0.0063588 -0.0274784 -0.0530018 -0.0524177 0.00387145 0.151521 -0.00378125 0.035227 0.477938 0.605238 -0.12867 -0.0306943 0.000576816 0.0751815
internal_count=361931 265454 228616 18517 210099 96966 40912 113133 56054 3497 52557 44712 3486 79207 2196 41226 38270 27130 23701 33926 77011 3507 73504 2371 837 714 853 2145 72346 4466
shrinkage=0.000980392


Tree=5130
num_leaves=31
num_cat=0
split_feature=890 407 795 705 566 340 854 797 794 710 936 942 851 1326 560 637 271 497 691 1356 747 477 842 696 519 1379 659 917 144 697
split_gain=16.1887 20.269 19.2099 22.5322 24.9445 20.0882 17.8872 57.1772 21.4842 23.0368 21.8381 23.9076 18.884 17.9178 17.7536 18.0309 17.5036 16.7734 17.163 18.3416 22.4592 18.2612 17.0136 16.5588 16.5863 18.741 16.489 16.2572 16.0097 15.9258
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 0.29476615584548899 1.7603402020327763 1.8162821653890682 -0.87473648844905705 0.63961785378869596 2.2041218380651819 1.7745879959826432 0.30310323293594316 2.231519495564001 0.68308976018130074 1.1314081615138261 0.33732017733152231 2.5185634251976823 0.97972484085949774 2.2841970610333457 0.34291078408764419 1.0000000180025095e-35 2.2668746584208797 -0.61860042855786568 -0.46476429952967968 -1.2058298766718543 1.0000000180025095e-35 -0.3184798163412213 -0.65794869715300641 4.3127385003387806 -0.038683936870184711 2.1132072827607415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 17 7 23 9 10 11 27 -10 -13 15 16 -11 18 19 -5 21 -21 -20 -4 25 -25 -9 -8 -7 -12
right_child=1 2 6 4 -6 28 8 26 12 14 29 13 -14 -15 -16 -17 -18 -19 22 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.1491056170001674e-05 -6.0866372119490159e-05 -8.5661755648609117e-06 -0.00063483896296124024 3.2465219708511057e-05 0.0002327882257587823 -5.3071100681737443e-05 -3.6181490534304343e-05 -8.8720798504126824e-05 0.00010565735480658331 0.00016926934625781593 -9.4047195643752517e-05 0.00018725025591807051 -0.000242961222327133 -0.00029693935362919068 -8.1208150294330406e-05 0.00086996623754771794 -0.00022971034340943511 0.00025048325280803245 -0.00018147528546379744 5.9582954149869872e-05 -0.00039420155655265889 0.00024092431521825102 2.0172124265076066e-05 -0.00026879650197067311 0.00011897934066301334 1.3988580993748397e-05 0.00029323814251381024 0.00064264268093121562 -0.00054140712695836758 -0.00055325204319373945
leaf_count=96477 36838 52063 279 25842 3356 1243 64251 597 8420 4487 26024 3229 910 371 2283 143 674 1967 3213 4810 343 5401 7005 2267 1898 2454 3771 156 663 496
internal_value=0 -0.00362572 0.00335817 0.0257939 0.0576052 0.0446136 -0.0159484 0.0668513 -0.0250113 -0.0348201 -0.0449574 -0.024158 0.0769347 0.141622 0.081128 0.149843 0.127826 0.0525275 0.0439701 0.0661436 0.141977 0.160558 -0.0395584 -0.0658386 -0.0449681 -0.120703 0.250086 -0.0350163 -0.210315 -0.103212
internal_count=361931 265454 228616 105906 53843 50487 122710 11266 111444 102114 94527 68007 9330 3600 7587 5304 5161 48581 46614 36396 10554 10211 10218 6898 6619 4721 4368 64407 1906 26520
shrinkage=0.000980392


Tree=5131
num_leaves=31
num_cat=0
split_feature=785 519 713 921 783 651 930 1028 774 848 777 657 695 924 1368 460 10 833 1459 699 1463 1458 1041 1456 1122 1462 1449 1457 565 842
split_gain=17.7579 13.5416 17.333 21.8422 45.2861 21.2984 21.0947 19.8945 19.1622 18.7402 18.6827 18.5384 18.4972 20.4921 19.4669 18.6388 18.4798 18.4709 17.6695 22.2142 22.1564 21.2465 19.5511 19.4407 19.0604 18.0835 19.5882 17.5226 17.4666 17.6955
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.1107569744011787 1.0000000180025095e-35 1.0000000180025095e-35 1.5033568469461875 3.5086024243106082 -0.79402034679008671 -0.80522708219444705 2.1097569808217282 1.8999064755685127 0.70892277612114496 4.3297121247051882 -0.23034647385973939 -0.80201290801470704 -0.32303709040653633 3.0911051050642997 0.093599294775546141 -0.48054573248838922 0.75765766419251124 0.74049508400456954 0.046189418854665792 0.70247026920229116 1.1079199123424177 3.1272900881009673 1.1604233505739945 -0.75742693342923417
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 11 8 -6 7 10 -5 -8 -2 -4 13 14 18 27 -14 -15 19 20 25 23 -23 -22 -20 -13 -27 -16 29 -11
right_child=1 -3 3 4 5 -7 9 -9 -10 28 -12 12 16 17 15 -17 -18 -19 24 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.1132650002021207e-05 0.00018053043724804073 3.5334989336586549e-05 -9.4140807335091903e-05 -4.0995962915491547e-05 0.00021581581487836648 -0.00021800538601660714 -3.2039043745259269e-05 0.00013330854104547638 0.00015407528776682368 -0.00018162286568421405 -3.6648624946263927e-05 -9.9268770834417088e-05 -5.1571144236208214e-05 0.00027697668354173944 5.6319146884225273e-06 0.0017403499516804863 -0.00033854422044083201 2.6880213741315774e-05 1.445248235215843e-06 0.00041514878356286672 -7.555497064023239e-05 -6.8430525185216661e-06 0.00023313052835238573 -0.00046319248304614791 -8.6872727768944302e-05 -0.00035315104779493756 2.7599826113878325e-05 0.0005033284204721863 0.0011967454574953523 0.0006239951099629654
leaf_count=29559 2471 21518 36644 25374 6186 552 30444 10344 2714 302 12022 35372 3128 1984 35319 42 2517 11704 49376 513 5143 8783 2372 939 21478 3646 858 306 89 232
internal_value=0 -0.0162458 -0.0207425 -0.0297149 0.0239497 0.182702 0.0156842 0.0660211 -0.020366 -0.0242993 0.00472648 -0.0392801 -0.0302337 -0.0260476 -0.0338243 0.0123648 -0.172093 0.0610451 -0.048998 -0.0819656 -0.0867714 -0.0159058 0.044385 -0.134679 -0.0233629 -0.121282 -0.26948 0.0108253 0.358525 0.196623
internal_count=361931 332372 310854 254950 34826 6738 55904 24837 28088 31067 14493 220124 183480 177835 164147 35667 5645 13688 128480 57626 57113 17237 11155 6082 70854 39876 4504 35625 623 534
shrinkage=0.000980392


Tree=5132
num_leaves=31
num_cat=0
split_feature=890 1461 1449 1248 1050 107 1470 1039 1036 692 83 971 18 415 1121 361 666 1109 1467 1326 912 422 829 1347 283 417 1040 965 1391 631
split_gain=8.86028 14.5057 23.8657 17.3817 20.0141 19.1815 18.3813 19.5216 16.9822 16.3183 16.5686 16.4039 19.4456 19.104 17.1049 15.9826 17.0391 15.9275 15.8863 15.6461 15.4363 14.9977 17.7729 15.538 20.5973 15.0719 15.4269 14.8949 14.8037 14.6145
threshold=-1.0182342416987082 -0.21004840118973137 0.11043731599731825 1.0659010108080966 -0.59608764455419261 0.63200691319110613 2.2131206669479893 -0.3529478568252809 -0.62436193694111142 2.4305495817850997 1.5192794997990486 1.0940141500475717 -0.31863957490827444 -0.92108293501845939 0.4786295677078527 0.050954961846775997 1.358136393041484 0.62770738958351935 -0.57051706946348058 1.789853624217314 1.4056636966414209 1.2947410378436779 0.79690837370229195 0.67705179624153933 -0.8732790971303338 0.36140394296403439 0.3757733275967266 -0.38291690967569042 0.57044511795866593 -0.69932952109426483
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 20 -6 21 18 -7 10 -1 12 13 -12 19 16 -14 29 -8 28 -5 -3 23 -23 -25 26 -24 -16 -15 -4
right_child=-2 2 17 4 5 8 7 -9 -10 -11 11 -13 15 14 27 -17 -18 -19 -20 -21 -22 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013362559500423772 0.00012065946626381809 -0.012290897971109863 -0.0061178859629457752 0.013725255973992276 -0.01311522826316161 -0.034801173829979673 -0.0096156724884318874 -0.015159112576011703 0.054821449461096287 0.013879887138286551 0.026933400364009027 0.030198254223798116 -0.019969890865104437 0.00088693313610127512 -0.047466308344845859 0.0078056058901393183 0.015364559941969273 -0.013604601710425351 0.05591443194286904 0.074387718688483248 0.086594327990473452 -0.012911954363424474 0.072125398477288258 -0.052391571520988736 0.039252232268885863 -0.0016229750998415123 -0.036532672385435824 -0.0021596834996857896 0.02541883434869447 0.0080547723398239329
leaf_count=65894 265454 11774 1609 997 1305 59 90 315 138 1168 646 375 1286 1162 184 929 211 1108 163 39 43 970 110 43 159 134 28 472 468 4598
internal_value=0 -0.0263891 -0.0854977 -0.147044 0.0608989 -0.139293 -0.186572 0.295308 0.634599 -0.0083994 -0.013855 0.111586 0.0766993 0.201809 0.0925655 -0.09759 -0.266643 0.0363247 0.725724 0.210227 0.356882 -0.208039 0.0253295 -0.110277 0.441441 0.578298 1.10698 -0.278277 0.169073 0.0846625
internal_count=361931 96477 23643 16328 2542 1502 13786 568 197 72834 71666 5772 5397 2971 2325 2426 1497 7315 253 1669 1040 13218 1444 1172 202 272 138 656 1630 6207
shrinkage=0.05


Tree=5133
num_leaves=31
num_cat=0
split_feature=785 728 885 1457 1377 988 1002 921 1465 1061 1004 572 1454 1053 353 359 410 1470 982 710 1080 114 1112 429 484 900 499 1248 718 930
split_gain=16.8498 13.6256 13.1494 19.2772 17.716 16.8654 19.54 17.0439 18.0809 16.9744 26.0753 18.948 22.0328 17.3261 16.898 24.0693 16.726 16.6478 18.8155 17.2699 16.3631 16.2405 20.5903 16.233 20.2333 18.7801 16.0801 17.704 16.0015 28.7977
threshold=-0.86283290253235112 -0.49008176997875957 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.3820670939764912 -0.32459312438081372 -0.24051307952136838 0.14486519861544186 -0.87357009987099121 0.59444477453878863 -0.80326163028523578 0.67485211051868899 2.6159382925808998 0.55938823495656564 0.32346298429964238 1.644349105518915 0.34450605210609392 -1.250993462477682 2.2276597626323835 3.9810989087578279 1.0000000180025095e-35 1.5620189235502193 -0.64405295088620862 1.6134396840371368 -0.36980086556920722 0.81509227193962785 0.90534735469378391 1.0159173274103563 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 4 -4 -6 7 8 16 10 -8 12 -11 -14 23 21 -7 -13 -19 -20 28 -16 -23 24 25 -9 27 -21 -2 -30
right_child=2 -3 3 -5 5 6 9 14 -10 11 -12 17 13 -15 15 -17 -18 18 19 26 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00010218958340875815 -3.7718890586205118e-05 5.6533295435265514e-05 -6.6818543866917739e-05 0.00043544655446746931 -0.00042254949759440631 7.3254741994808179e-05 -8.684445465230201e-05 0.00028490495658909786 -0.00017016991217986367 0.00014644713567701524 0.0002730693417911476 -5.8306622706800172e-06 -0.0002107463128402184 0.0013159592740285264 0.00054479393941110697 9.3028785243744463e-05 -0.0004174204256879731 -0.00095174100829545968 -0.00010478848606475153 0.00045667082381405176 0.00024375851051557446 0.000234704590511099 -0.0012036176401747697 9.0275999289686235e-05 -0.00092759296503008479 -0.00018564403702727523 0.0014972080933986589 -0.0013552229249988968 7.127805075593425e-05 -4.2477393804803329e-05
leaf_count=3396 186468 26163 17071 426 572 6363 1584 639 2822 5375 2153 24980 1255 34 1145 3107 582 145 13267 156 953 566 47 13178 206 1681 45 32 21953 25567
internal_value=0 0.0414145 -0.0153287 0.00623245 0.00391063 0.0169459 0.0193034 0.0646777 -0.0162824 -0.00780357 0.131354 -0.0200686 0.0878823 -0.171677 0.100111 0.207672 0.047272 -0.0392731 -0.103653 -0.0954544 -0.0259353 0.405429 0.129664 0.0620966 -0.115199 -0.0600736 0.480846 0.179429 -0.0274816 0.0105045
internal_count=361931 29559 332372 97431 97005 79934 79362 30336 9767 49026 3737 45289 6664 1289 20569 4865 6945 38625 13645 13500 234941 1758 613 15704 2526 2320 233 188 233988 47520
shrinkage=0.000980392


Tree=5134
num_leaves=31
num_cat=0
split_feature=519 728 382 566 789 699 565 1218 207 1124 575 705 353 1041 690 347 357 365 558 1211 145 488 1041 842 1313 24 495 1148 93 1184
split_gain=8.87862 16.559 16.9938 14.9755 14.6299 14.6863 14.3151 17.4242 14.0383 13.888 13.7866 13.54 13.2439 13.5673 12.5594 13.703 13.9351 13.5669 14.9263 14.8407 12.528 13.4106 14.2225 12.5186 13.3544 12.4102 13.0536 12.7724 14.2677 12.4622
threshold=2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.7115451368606267 1.1248358748350926 0.25271406496527016 0.22908786934026762 1.0000000180025095e-35 -0.25733984843302032 3.0832975383402426 1.0000000180025095e-35 1.8751481127463665 1.4058065904760613 1.8123759085271225 0.6236723351915715 -0.069909968568949807 1.05706051763453 -0.32392170927044622 0.55105148771815127 1.0000000180025095e-35 0.40704706016524383 -0.32555449562866773 1.3045486056993465 1.7405104770373863 0.5155047022807463 -1.07597918964634 -0.56479273630085369 1.9644670326249816 0.22749962825902795 1.1428006171989575
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 8 6 14 7 10 9 -4 12 -9 13 25 15 17 20 18 19 -6 21 22 -17 24 -7 -3 -27 28 29 -28
right_child=1 2 3 -5 5 23 -8 11 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00036069299850587772 -0.0046622568835356058 -0.040956440191240229 -0.0064038669420790357 0.012226803080862207 -0.043352981207340879 -0.049903462125099517 0.013703056771104281 0.015782780852480662 0.0019235093946303192 -0.069391802141066244 0.005979360197277561 -0.0698192756493725 0.035347166320228274 -0.060133820706698718 0.024112742143721777 -0.030024408909061918 -0.035502518749192448 -0.030475890653366141 0.048903874158141625 0.03633823737965769 -0.036383768392895977 0.040835360388914214 0.060748080488458103 0.037759346025640239 -0.0021815507498902701 -0.019908869396303822 0.015348280610796409 0.058174552204067288 -0.023374553513816065 -0.043110938256629483
leaf_count=338398 4052 150 3402 1026 85 204 3307 1449 4937 57 2276 25 79 66 215 74 67 308 53 35 45 177 20 33 109 478 486 49 221 48
internal_value=0 0.0372359 0.0632879 -0.00303169 0.126392 -0.0716383 0.161898 0.0895623 -0.0335847 -0.144135 0.00839916 0.289707 -0.154076 -0.203683 0.0421653 -0.0732156 0.205646 -0.323971 0.136499 -0.312584 0.369665 0.514754 -0.124292 -0.479583 -0.626516 -0.15736 -0.0904281 0.0762711 0.00509278 0.199991
internal_count=361931 23533 19481 9422 10059 1425 8634 5327 8396 3459 3853 1474 1577 1498 1079 864 383 481 173 120 316 271 94 346 313 1432 1282 804 755 534
shrinkage=0.05


Tree=5135
num_leaves=31
num_cat=0
split_feature=888 623 498 176 1272 761 1326 1394 360 545 569 913 1245 557 596 560 1393 1331 566 626 1044 1202 765 632 901 1099 1193 564 1329 777
split_gain=8.736 11.0026 12.6249 12.8217 14.9497 14.0367 13.526 13.3174 14.3279 12.3727 12.7909 12.5612 13.8954 12.7927 12.4979 12.3567 11.7844 16.7218 14.7589 20.0468 14.1615 15.4589 17.8623 16.1528 15.4882 14.7715 15.808 16.9045 16.1576 15.013
threshold=1.0000000180025095e-35 2.4730844549491207 0.79213795818024924 -0.66669775957667077 1.0000000180025095e-35 1.2857704521261215 0.94055440420846692 0.80808682381875585 -0.88875018214349955 -1.0372938969678034 -0.61608575520173403 0.19256254313459334 -0.52099592331169731 1.2422083931297678 1.0000000180025095e-35 -1.0324037638417038 1.2615610898072103 -0.30859120802369411 2.549193755649195 -1.0567678454445806 -0.93168050906582722 0.83873841153650286 1.7564748914982187 -0.78937753118152931 0.16103862288533152 2.6945235347384693 1.8276849003280791 -0.27737338962789088 1.1783788336841154 -0.71907046280390896
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 6 -5 -3 -7 -9 -4 11 13 -13 -11 -12 -16 -1 -18 20 -20 -19 25 -23 -24 -25 26 28 -28 -22 -30
right_child=-2 2 9 5 -6 7 -8 8 -10 10 14 12 -14 -15 15 -17 17 18 19 -21 21 22 23 24 -26 -27 27 -29 29 -31
leaf_value=0.0001529308480816007 -0.0019696994815427116 -0.0071924934425044501 -0.038509208972503081 -0.0035632752697507043 0.032937417283308394 0.0057911911770130503 0.038182177394069539 -0.031203407583634591 0.057098735430748997 0.0032633731579084081 -0.061266279695675857 0.03079106989082861 -0.044255533701654061 0.054650151180007357 -0.010713864666737204 0.032382810005550468 0.00026239904704579333 -0.015685481635822552 -0.070625674532165214 0.027346847423700839 -0.0047955207753936193 -0.016183136348749357 -0.069261200190523967 0.020313266963778866 0.12358608006354187 -0.036628374615914769 0.041254208586548324 -0.00077204213114157039 0.035464575730496724 0.002900825936608389
leaf_count=277802 46198 448 75 3697 322 741 102 36 115 293 33 35 109 63 101 602 16257 1856 36 265 8356 2258 22 71 24 268 246 328 235 937
internal_value=0 0.000301517 0.0902729 0.0400701 0.295078 -0.00784632 0.0474123 0.242715 0.830937 0.279727 0.322109 0.0518954 -0.479816 0.275141 0.49922 0.544108 -0.00185577 -0.0451715 -0.103967 0.370885 -0.115902 -0.0877192 -0.271431 0.628997 1.01411 -0.0498742 -0.0381384 0.354369 -0.0603585 0.204581
internal_count=361931 315733 6772 5461 872 4589 550 892 151 1311 1236 500 144 356 736 703 308961 31159 14902 301 14601 12745 2375 117 95 10370 10102 574 9528 1172
shrinkage=0.05


Tree=5136
num_leaves=31
num_cat=0
split_feature=785 21 885 900 1038 555 84 21 638 1463 296 984 65 903 809 773 276 1466 247 775 1470 760 720 761 482 346 1400 776 628 79
split_gain=8.69278 9.71558 15.4098 15.5922 17.1065 19.1311 16.0222 15.4852 15.2988 15.0188 14.7863 14.7751 24.7107 17.064 19.5393 16.8628 20.4156 18.9893 20.8093 17.081 16.7717 17.724 16.577 16.6512 17.8692 17.3644 16.4317 16.0024 15.7112 15.6022
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 2.0794394162937264 1.5197873595272351 -0.95946189922720837 1.4073521381958805 4.5933813388752975 2.3363763065401777 0.27735576329560918 -1.0124561282581703 0.65193766022461419 -0.6851319895343676 -0.49830647608739381 0.66649192610754393 -0.70431357468643341 -0.88792787707259624 -0.34779812981506525 -0.5923759285680229 -1.1417142121069754 -1.1535394197080833 1.3912756706558371 1.0000000180025095e-35 -0.498193036477038 1.4939429534082385 -1.0313502447697169 -0.99533141682126158 1.5240882408065803 0.62569618494260715 0.55368803923041343
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 7 5 -5 10 11 9 -3 -7 13 -13 22 -15 20 -17 -18 19 -19 -16 -22 23 -4 25 29 -14 -27 -26 -25
right_child=1 2 3 4 -6 6 -8 -9 -10 -11 -12 12 26 14 15 16 17 18 -20 -21 21 -23 -24 24 28 27 -28 -29 -30 -31
leaf_value=0.0016893781966821665 0.00077329876739998195 -0.0031931157659150586 -0.0011261155188982839 -0.021319865767135997 0.019870072669761273 -0.027853457610858414 -0.014818295028225285 0.033739654822735048 0.0063952784519488524 0.00030741433312373584 0.0094410205175034269 0.00090320834658304109 -0.031458611389408309 2.7931671119849012e-05 -0.02456239520599348 -0.01799539919648712 0.00049358758901454382 0.062933639646995373 -0.0058851378243389846 -0.026896089710213279 0.012301885992993358 -0.021999081107505401 0.00053965277328210746 0.045016125431695121 0.030126957405367458 0.0044641855801426655 -0.0071826253821501845 0.038884217176287664 -0.011564372799479963 -0.014147326007618428
leaf_count=29559 91008 72249 4199 448 851 150 413 141 3547 24466 3033 7531 560 60878 198 1582 4705 21 4533 794 1469 236 31499 239 613 7641 8947 192 148 81
internal_value=0 -0.00712414 -0.0146548 1.88223e-05 0.120759 0.0606365 0.107129 -0.00480057 -0.0391731 -0.044883 0.158614 -0.00568488 -0.0741386 0.00270264 -0.0182619 -0.0902893 -0.120345 -0.0872403 -0.173697 -0.484298 0.0976007 0.166768 0.0382079 0.109255 0.162579 0.128178 -0.16955 0.105671 0.470487 0.636576
internal_count=361931 332372 241364 141102 4895 4044 3596 136207 100262 96715 3183 136066 17038 119028 74416 13538 11635 10053 5348 815 1903 1705 44612 13113 8914 8153 9507 7833 761 320
shrinkage=0.05


Tree=5137
num_leaves=31
num_cat=0
split_feature=545 1442 322 705 912 816 623 423 852 1321 809 149 503 217 484 420 296 209 695 292 1251 281 1036 718 973 152 670 1375 1218 846
split_gain=11.8878 15.5086 17.1891 16.9161 16.7616 17.9262 16.4767 15.8093 16.0098 22.1172 15.9927 15.8005 16.1483 16.1778 15.6618 15.545 16.4822 18.9584 16.0554 15.7887 15.9469 15.5587 15.3386 21.2149 17.2763 16.8332 15.3355 15.1359 14.8099 15.5331
threshold=-1.0372938969678034 -1.2625182715263061 1.0000000180025095e-35 1.3612027609086828 -1.8053664850396696 1.6237992503990648 -0.024657624075993714 0.17688550626567237 1.0000000180025095e-35 -0.88687444274198113 3.6226755291136299 -1.4329277709862485 -0.54327096122174912 1.057281570253833 -0.76153168090218959 1.461448854650004 -0.55572005815129011 -0.081806607742116885 1.715484531564538 -0.18143084926566952 1.5699921587269869 -0.33296437357971126 -0.72487791450588446 -0.49030554980422836 0.99025846038826737 -1.0843980649275122 1.0000000180025095e-35 0.59806352348768188 -0.45767874637388051 -0.17145990424905946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 6 -5 -6 -3 10 15 -10 11 12 27 -14 -2 16 -9 18 -18 20 -17 -22 -11 24 -24 -25 -7 -8 29 -4
right_child=1 3 28 4 5 26 7 8 9 22 -12 -13 13 -15 -16 19 17 -19 -20 -21 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-3.2950355427845346e-05 0.00011034743710930171 -1.868176149631132e-05 -0.00035101886927716434 -0.00041482124708612977 0.00012249083949914471 -0.00018097050882614425 0.00019592025563784762 5.3352837712000998e-05 -0.00015930924384250172 0.00028260661407773693 -0.00029484718094004067 4.8124543816152214e-05 -0.00018655948947438083 -0.0008559622961836188 -3.7931611924666693e-05 -0.00070273037535033094 -0.00015174719411063429 -1.4100924976331983e-05 -0.00062536658945459823 -9.0939892693422212e-05 -0.00079019412013343871 0.0016608341180526468 -5.9878326630186506e-05 -0.0004557555774940707 -0.00064475716402554362 0.00014651801400201759 0.0002501381299271011 -0.00048745853646306968 -5.8760710756880095e-05 -6.5475248207202735e-05
leaf_count=94059 5000 105550 3358 483 12347 1766 962 6237 2084 1554 649 68261 1618 276 19323 558 5786 8062 438 832 28 23 2004 280 409 4972 477 258 11205 3072
internal_value=0 0.000203182 -0.0456937 0.006965 0.0796215 0.0907914 0.00161949 0.0212631 -0.0203937 0.0471449 0.0395055 0.0427542 -0.131344 -0.285648 -0.00594174 -0.0578073 -0.0415199 -0.0865874 -0.187821 -0.291893 -0.590823 0.603019 0.0938552 0.0511386 -0.142479 0.123495 -0.0889843 0.0767119 -0.113081 -0.230128
internal_count=361931 267872 41958 225914 15073 14590 210841 105291 33267 11303 72024 71375 3114 1894 24323 21964 20523 14286 6224 1441 609 51 9219 7665 2413 5252 2243 1220 17635 6430
shrinkage=0.000980392


Tree=5138
num_leaves=31
num_cat=0
split_feature=545 1442 705 322 912 816 623 417 602 1028 256 145 1117 644 352 710 1381 484 206 974 1396 1469 1460 769 563 1356 834 1315 697 1465
split_gain=15.0853 17.7473 17.542 17.0887 17.0473 17.6715 17.0025 16.0034 18.8405 20.9991 18.0254 18.4749 17.0959 17.7313 16.1286 18.4938 16.8402 15.6787 15.3922 16.7567 16.4812 15.609 17.401 22.8392 19.9159 18.7067 17.2677 16.5352 16.1518 16.1424
threshold=-1.0372938969678034 -1.2625182715263061 1.3612027609086828 1.0000000180025095e-35 -1.8053664850396696 1.6237992503990648 -0.024657624075993714 -0.4454548168676809 0.66849908449309148 -1.271019091203941 2.5109609056897968 -1.8154947784468167 1.4900727387275003 1.0000000180025095e-35 1.4272891066251951 0.34814269194991226 -1.128259646520158 -0.76153168090218959 -0.67234590578873088 2.0940544310605627 -1.2905809715885528 0.26697426476209379 0.11515946801196487 0.26614245866024439 0.098826804659069137 3.6762642043440832 -0.47019870797116387 0.88842493646328802 1.7865862704376809 0.57942899407087378
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 17 -4 -6 -3 12 9 -9 11 -11 13 -8 -10 16 -16 -2 19 -13 -20 28 25 27 -25 29 -26 -24 -22 -23
right_child=1 2 4 -5 5 -7 7 8 14 10 -12 18 -14 -15 15 -17 -18 -19 20 -21 21 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-3.9646827695641998e-05 0.00010437619720272049 -2.1191258565503729e-05 -0.0004189717910682391 -0.00011614533767834485 0.00012139078172130969 -8.6646087730475767e-05 2.4646004812007801e-05 -0.00010278798523191571 -4.3696879517065043e-05 0.0011502792995184525 -0.00035918955846157488 -2.4841310043628264e-06 -0.00026192362235470033 -0.00011201939673062559 0.0018619993895172694 -0.00028165937024094957 0.00033011490582222008 -4.3694570143824478e-05 0.00032398790041306954 0.0005716831651390973 0.00011794887849801311 -4.0209257772631881e-05 9.1301871580815033e-05 2.1976243966943928e-05 -5.6753868469271655e-06 -0.00078412333894974822 0.00080994023741156143 -0.00054246763449499499 -0.00021430003723906329 0.00026291890678032786
leaf_count=94059 5000 105550 483 17635 12347 2243 16084 5699 15972 67 532 15483 1666 7466 31 245 694 19323 1392 214 24958 9875 1790 411 165 149 515 249 759 875
internal_value=0 -0.00243611 0.00479287 -0.0514301 0.0786982 0.0899588 -0.000642905 0.0192891 0.0340814 0.0526509 0.0633078 0.0668877 -0.0325884 -0.0168373 -0.0284429 0.240688 0.407417 -0.011865 0.0654509 0.00652584 0.0879568 0.079865 0.0185772 0.163981 0.419265 -0.024946 0.64169 0.0227427 0.111201 -0.0135379
internal_count=361931 267872 225914 41958 15073 14590 210841 105291 80075 63133 57434 56902 25216 23550 16942 970 725 24323 56835 15697 41138 39746 14029 3130 1091 10899 680 2039 25717 10750
shrinkage=0.000980392


Tree=5139
num_leaves=31
num_cat=0
split_feature=1022 1154 434 974 98 1319 986 764 1436 1249 1392 920 284 1438 1393 577 268 1177 2 618 346 908 707 71 971 1190 773 554 419 768
split_gain=8.74938 20.5425 15.1754 15.3766 17.8546 15.7504 15.13 18.5335 14.8105 15.102 17.2821 16.8914 16.6747 16.0695 14.9638 14.7437 18.6607 15.8768 16.2066 14.6691 14.5974 20.1133 19.8872 16.614 21.4265 18.4569 15.9095 17.9735 15.8435 15.6453
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.1279206478690991 -1.4020521832137425 1.7308894233658034 -1.8417687628076898 0.99681558326875286 -0.57342552366817767 1.0000000180025095e-35 -0.03019779567762183 2.7089904662491646 0.7142336397558674 0.83212241002538245 0.73556760293882195 -1.4996448096783912 0.49174072502200222 1.3237862777837373 3.4168847485462095 -0.74643971220762817 -0.73795231540088524 -0.018484023078014559 -0.56553381782094803 0.65980228788146877 -0.67728033457150483 1.3848302720627055 2.3499558860036021 -1.7116674559466396 0.46049090977022561 2.6105553977124205 0.080100313498032205
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -6 -8 9 10 12 13 -7 -12 -14 -2 19 18 -18 -17 22 -22 23 29 25 28 -24 -28 -25 -10
right_child=15 -3 3 5 6 8 7 -9 20 -11 11 -13 14 -15 -16 16 17 -19 -20 -21 21 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.014078357074172885 0.00086191367081024357 0.00023698822141388298 -0.016501138721067277 -0.028621861467026877 -0.00032261883475768354 -0.0031869412701711732 -0.056656578752249789 0.099571314507569675 0.0048341215340069812 -0.0058831018968438179 0.030702778628650812 -0.046189429176438951 0.039895771630091489 -0.017008551380823623 0.0037453337551220235 -0.0078920495107477652 -0.0071718336931022855 0.072243816421692808 0.0093172809994775396 -0.0014546066686311147 -0.017706016638820158 0.00017380880951188484 0.11488187154959578 0.013251906011656154 -0.010130008718037676 -0.03831196440649777 -0.015531385949241701 0.0082368982799441558 -0.036583793410864859 -0.020704426377906371
leaf_count=2710 150448 90129 4916 762 498 25424 54 116 998 24531 580 67 211 178 4143 5206 1163 37 2793 31027 1753 4677 23 5393 714 146 1671 706 93 764
internal_value=0 -0.0172048 -0.052414 -0.0459267 -0.249205 -0.038307 0.366749 1.34125 -0.0352252 -0.0600512 -0.0215887 0.338349 -0.0333371 0.44195 0.105247 0.00668129 -0.0318608 0.115051 0.0997103 -0.048164 0.0274818 -0.0747421 0.0804046 0.133424 0.18389 0.231407 -0.130577 -0.148927 0.249214 -0.0982879
internal_count=361931 171257 81128 78418 5584 72834 668 170 72072 55134 30603 825 29778 758 4354 190674 40226 3993 3956 36233 16938 6430 10508 8108 6346 5632 2400 2377 5486 1762
shrinkage=0.05


Tree=5140
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 718 930 1218 1020 635 1148 608 790 491 1386 906 1390 962 558 355 659 486 513 406 1062 956 697 979 909 0 1037
split_gain=16.6079 14.1727 19.7099 18.0374 16.9938 30.4783 25.0188 24.7575 24.8144 22.5779 23.2421 32.297 21.302 20.7598 20.2405 24.3205 18.8071 22.0896 20.604 20.2276 18.7858 18.6903 19.3979 18.3048 17.9318 17.9221 17.5287 18.4958 18.8747 18.83
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 1.0159173274103563 1.0000000180025095e-35 3.9048232315577729 0.44670980992553178 0.72395506064397641 3.073785392405322 0.66665475971017707 1.8618223311409718 -1.0046294804813258 0.37625148072740094 -0.88334857531044364 -0.93523728510198822 0.78457125397875782 -0.72348834783181692 1.6323240847269647 0.62821384419828064 1.7878238918079068 1.0454229551509682 1.3204840876176156 0.40371806048386877 1.8798048064557757 -1.3134482500320694 1.0333387011967667 1.0177766212561699 3.3231524654579405 1.4311607445270293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 7 9 20 12 10 13 -12 -9 14 15 -2 19 -18 -19 -15 25 22 24 -13 -7 -6 27 29 -29 -16
right_child=1 2 -4 -5 5 21 -8 8 -10 -11 11 23 -14 16 26 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.1258882392768734e-05 0.0001934972472751213 -6.5601756708524953e-05 0.0004419544242241868 1.8595336247268826e-05 0.0004465574346652679 -8.7888856518292553e-05 0.00030598548684509575 -0.00015373688022911125 -0.00014135483842896512 0.00018965675178079196 -1.6420241175957117e-05 0.00026501316322624798 0.00035199581744493609 -5.43859507927256e-05 -3.8073511118026591e-05 -1.3423383991750769e-05 -5.9681409631009038e-06 -0.00031410809209270944 0.00017700921249530046 -0.00026521649385663286 0.00030378013769946806 -0.00019813697443596393 7.1841218962881415e-05 -0.00010315966832029942 0.00029603160577008962 -1.27760837550903e-06 -0.00014241843424659241 -0.00014613236934100615 0.0017844735498580423 0.00011189092474575277
leaf_count=29559 4033 17071 426 79934 451 13294 909 591 729 2047 33344 3103 3062 28305 54987 15523 3971 8859 746 3411 1069 3109 8562 804 698 16075 12286 9450 25 5498
internal_value=0 -0.0142308 0.00815965 0.00580997 -0.0252413 0.0138775 -0.0365138 0.0779195 0.222791 -0.0389126 -0.0421828 0.00689292 0.297056 -0.0583466 -0.0385747 0.0321928 -0.105984 -0.204432 -0.279053 -0.0764338 0.0350996 -0.0413273 -0.0162179 0.195079 -0.0703442 0.0129042 -0.0569373 -0.0408908 -0.142743 -0.0235393
internal_count=361931 332372 97431 97005 234941 47640 187301 21977 4382 186392 184345 37251 3653 147094 101802 19556 45292 13576 9605 31716 17595 25663 22554 3907 13992 16526 82246 69960 9475 60485
shrinkage=0.000980392


Tree=5141
num_leaves=31
num_cat=0
split_feature=545 1442 1456 1243 705 912 816 623 463 1107 223 417 602 1028 256 145 1117 644 352 710 1381 906 365 1395 78 500 1398 355 206 974
split_gain=13.9109 16.4274 17.4188 18.4093 17.3994 16.9823 18.1499 16.6331 16.2909 19.4051 17.4224 15.7837 19.1052 20.2425 17.9334 18.6306 17.0601 17.6455 16.2921 18.5504 16.9016 15.777 15.7731 19.6784 18.1726 17.1029 16.4633 16.3668 15.5072 16.6045
threshold=-1.0372938969678034 -1.2625182715263061 0.042545365537477266 -0.53236368881436358 1.3612027609086828 -1.8053664850396696 1.6237992503990648 -0.024657624075993714 1.0000000180025095e-35 2.0398065696289591 -1.47865282407405 -0.4454548168676809 0.66849908449309148 -1.271019091203941 2.5109609056897968 -1.8154947784468167 1.4900727387275003 1.0000000180025095e-35 1.4272891066251951 0.34814269194991226 -1.128259646520158 -1.311422072135666 -0.70536195245666355 0.47293428046231795 -0.85853709627831243 1.4825568815102887 -0.86064565814784777 -0.46809039454554557 -0.67234590578873088 2.0940544310605627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 22 7 -6 -7 -3 9 -4 21 16 13 -13 15 -15 17 -9 -14 20 -20 -10 24 -24 26 -25 -2 -26 29 -17
right_child=1 4 8 -5 5 6 -8 11 10 -11 -12 12 18 14 -16 28 -18 -19 19 -21 -22 -23 23 25 27 -27 -28 -29 -30 -31
leaf_value=-3.7075539564308468e-05 -0.00033994378607731982 -2.0102535367174155e-05 -9.4982609437181838e-05 -6.7419349935571418e-05 -0.00041777713679653838 0.0001224795372065736 -8.8518789573142133e-05 2.5558920662604152e-05 0.0018389659869690121 0.00059817747970462225 -0.00032820207788328379 -9.9450395908769925e-05 -4.3645442825208353e-05 0.001156399612657371 -0.00035794465373473357 -2.1719422502646763e-06 -0.00026094971022572167 -0.00011091701116503822 0.0018675598647479301 -0.00028147586564301918 0.00033188239733237488 8.768250863140264e-05 3.9027737742959161e-05 -0.00042158039368203083 -8.1638288358904077e-05 0.00082353660163614632 0.00061701662067373839 0.00031272886276433596 8.6880856973339725e-05 0.0005697256213901264
leaf_count=94059 110 105550 4711 21709 483 12347 2243 16084 35 206 3916 5699 15972 67 532 15483 1666 7466 31 245 694 217 7036 967 1378 65 639 969 41138 214
internal_value=0 -0.00127987 -0.0484721 -0.0228497 0.00568002 0.0793404 0.0905881 0.000260626 -0.154231 -0.0566624 -0.28742 0.0199902 0.0346914 0.0534124 0.0638794 0.067453 -0.0315805 -0.0158334 -0.0283019 0.242382 0.409381 0.406807 0.0546302 -0.00340814 0.195774 -0.337134 0.497103 0.0882831 0.066009 0.00681319
internal_count=361931 267872 41958 32873 225914 15073 14590 210841 9085 4917 4168 105291 80075 63133 57434 56902 25216 23550 16942 970 725 252 11164 8068 3096 1032 749 2347 56835 15697
shrinkage=0.000980392


Tree=5142
num_leaves=31
num_cat=0
split_feature=43 84 492 1286 3 1085 1048 21 268 467 1174 914 402 71 1391 1454 1452 349 1174 25 1459 986 1397 967 8 1450 1381 331 917 486
split_gain=8.79891 11.3263 21.3183 17.4366 21.1782 21.7548 19.4005 22.176 19.5235 19.3614 18.6238 18.4827 17.1958 16.5978 21.4723 16.4803 27.9398 20.2419 20.09 17.755 20.0415 16.8884 16.3619 19.9905 16.4438 16.4358 18.2845 17.0487 19.9739 16.872
threshold=1.0000000180025095e-35 -0.87109990290594463 -0.63420951937315573 0.78161905918100072 -1.0776329577054355 0.65345832377966362 -0.41373212112053642 -0.70163543588998201 1.0000000180025095e-35 2.7451579093441723 -0.18934185755265129 0.96246909772583866 -0.92710518500779682 1.8990613403568439 -0.13351975944971095 -0.2363894608792538 1.2756511722692228 -0.87501094412193914 0.41457270210706948 0.93676863735439808 0.28033940150464115 -0.31760678781452256 1.5797538070814914 1.1511682622985386 -0.20900731093026773 -0.56907166647791152 0.30822848639715894 1.0000000180025095e-35 3.7297746133716738 0.28541938507671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 9 6 -6 11 -9 12 13 -8 -5 -10 -15 16 17 22 19 20 21 -18 25 24 -24 27 -27 29 -29 -3
right_child=-2 3 -4 4 5 -7 7 8 10 -11 -12 -13 -14 14 -16 -17 18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0016830981641226235 -0.0014801293102873119 -0.00470926175517224 -0.0036268772068320343 0.008641734220454984 0.00029354167466269249 -0.0021160546762886024 0.016050888344016283 0.0069434519804960834 0.0063693282266786668 0.068049879657817738 -0.0091025685476632066 -0.0051400750180781718 -0.010909494760355864 0.016644889101017742 -0.049802975859312273 0.0010057286417598048 -0.0079999865033284559 -0.0015832063438704176 0.0090948833900945415 -0.048480564713021951 0.0065713893890281044 -0.038571862196830058 -0.0069444418455464245 0.0625775468407202 0.025601408365470181 0.0077700136851449721 -0.0052502020690776367 -0.012317642341013742 0.091053770131291428 0.01530286618780371
leaf_count=17632 74777 1528 32171 833 10627 7401 3846 11957 2952 40 2297 675 3307 93 152 91545 595 84546 548 341 432 752 445 127 483 6645 2035 2266 22 861
internal_value=0 0.00189361 -0.0325871 0.00819411 0.0481204 0.0625756 0.088287 0.124623 0.0895182 -0.11906 -0.0204572 0.265126 -0.137816 0.0829778 -0.467165 -0.00171304 -0.0230909 -0.0172868 -0.29288 -0.405486 -0.301865 -0.48212 0.0633175 0.354404 0.230586 0.0420577 0.10072 -0.0716503 -0.221769 0.0637808
internal_count=361931 287154 49803 237351 44180 40000 32599 21972 17451 4180 5494 4521 4140 3197 245 193171 101626 98958 2668 2120 1779 1347 14412 1055 928 13357 8680 4677 2288 2389
shrinkage=0.05


Tree=5143
num_leaves=31
num_cat=0
split_feature=869 797 542 858 218 588 1312 1114 789 77 984 1395 1103 1220 569 710 801 493 427 491 296 969 4 359 625 982 4 1223 1055 582
split_gain=8.64095 17.6739 15.8543 16.1518 16.639 15.8357 15.5748 15.1254 15.0246 15.3678 15.8245 20.1276 16.2533 16.0006 14.9043 14.8245 14.9477 19.5614 15.0957 14.8683 15.5037 14.7286 15.0045 14.6294 16.2643 17.1516 14.9507 14.7757 14.149 16.3436
threshold=-0.57653763495970078 0.63961785378869596 2.9782905761990457 1.0825608069246189 0.66364155036252614 2.250834115212506 -1.0561861740503511 -1.6726153426650674 1.1248358748350926 2.6552749609921036 1.366647180979647 1.1738838155182185 0.84977095461526109 1.495477173205306 2.8550270173253645 0.24291312034094031 1.4302281316754546 -1.3378804277847667 2.7501992391770886 2.6632790618996518 -0.27078379423140136 0.62045940174322423 -0.46755656617218444 1.9314762844709532 -0.31644910760368 0.78436022060905441 1.4096051147655264 4.5059634570388978 0.41422614388054529 -1.0235448905716131
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 5 6 15 -5 -8 -1 10 14 12 13 -12 -10 16 18 -18 19 23 -21 -19 -23 26 -25 -26 27 -3 29 -17
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 11 -13 -14 -15 -16 28 17 21 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0015842536541618235 -6.6310749912221913e-05 -0.0031871899558992469 -0.037341290699582801 -0.037339503418880836 -0.02018809414793056 0.0069406941936118573 0.067598295250045681 -0.0040827522602954226 -0.0069396213233332456 0.043755172776175161 0.02115275719379274 0.0728210835280136 -0.041785143535836865 -0.038271431453658127 0.051455670663160695 -0.01701562062808713 0.066224174347526851 -0.021583646892579664 -0.035733798114431316 0.043204582555134562 -0.013099515272577238 -0.02342788589176005 0.01943602538170169 -0.0040061571415116676 0.011330427271855166 0.055124481732865362 -0.016191093982867555 0.062793206462914974 -0.006015851574260646 0.0066951160278999142
leaf_count=61909 248007 22028 323 228 1280 2279 32 3840 6211 69 472 57 109 76 55 596 52 1884 241 147 105 210 290 637 535 115 1849 29 2699 5567
internal_value=0 -0.00921504 -0.053971 -0.0509205 -0.169007 -0.0326057 -0.0983246 -0.0671614 0.0199441 -0.0804089 -0.0924504 0.245039 0.112851 0.264048 -0.127999 -0.0468938 -0.0755326 -0.275224 -0.0588487 -0.0532897 0.469413 -0.310571 0.0487603 -0.0602177 0.16002 0.401287 -0.0766104 -0.0605747 0.0398414 0.099476
internal_count=361931 292973 44966 44643 5380 39263 4100 3872 68958 7049 6980 714 657 548 6266 36984 28122 2436 25686 25445 252 2384 500 25193 1287 650 23906 22057 8862 6163
shrinkage=0.05


Tree=5144
num_leaves=31
num_cat=0
split_feature=728 487 802 145 1253 75 658 827 1469 970 425 1036 1052 625 1175 40 906 974 8 1467 73 1170 278 207 314 1255 403 290 627 1469
split_gain=8.59443 11.7909 17.7594 14.478 14.0566 15.2192 13.5307 14.4846 14.6157 17.0353 13.2708 18.8735 15.8312 13.2403 17.096 14.7222 19.6438 18.2456 18.3567 19.1698 17.5374 17.0706 18.9122 16.9348 19.4182 16.9015 16.8147 16.6968 19.1022 21.5351
threshold=1.0000000180025095e-35 1.2575391871604671 1.0000000180025095e-35 1.3450004966437281 2.7520273099234807 -0.46083418198191245 1.5156430105524465 0.66757661553793757 1.191485774159674 0.11563647844048083 -0.10283146095952601 0.025125918092806253 -0.62712338603253037 1.3588464340405195 -1.4622905653753016 1.0000000180025095e-35 -0.043665946922507311 1.8337983555562718 1.0410597330820488 -0.34309057745192645 0.22240418283723226 -1.4022807194988214 1.7967604148646978 0.39939829567007629 1.0000000180025095e-35 -0.48402207234160066 1.0000000180025095e-35 1.1308998273078796 0.86293711452687816 0.36139246146652754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 -3 -6 13 -8 -9 -10 11 -5 -12 -1 -15 16 27 18 19 -17 -18 22 -21 -23 -25 -22 -19 28 -16 -30
right_child=-2 2 3 10 5 -7 7 8 9 -11 12 -13 -14 14 15 17 20 26 -20 21 25 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0010326932275513396 -0.0011540450585391965 -0.0012190206670401945 -0.0123293950797094 -0.0065555293075749812 -0.016046364471923012 0.050133587629188736 -0.00070884237960107703 -0.0051405812012986617 -0.011442696885840788 -0.050915810595395974 0.03379324302502764 0.052934436366239047 -0.034432846916726413 -0.017822613576178939 0.0064885618691694086 -0.013630284419761824 0.00091915108651551111 0.0045600711040562616 -0.031064748427221157 -0.030788807259291319 -0.033061806845082815 0.008269374634812636 0.050543350419157321 0.0012352695549965296 -0.03829163055485077 -0.0067134700450854805 0.057411514890019492 0.019827643964999295 -0.00062427922441789317 -0.038988325506314994
leaf_count=180724 109090 20262 5165 272 102 140 19862 4323 500 258 80 274 274 1464 4174 2992 3052 365 506 655 714 2372 47 577 311 1403 88 842 701 342
internal_value=0 0.00372734 -0.0478601 -0.191253 -0.0172558 0.574325 0.00861878 -0.0420801 -0.152854 -0.462608 0.176327 0.500954 -0.262618 0.0148719 -0.0453996 -0.0288735 0.0255628 -0.114513 -0.148088 -0.114082 -0.090425 -0.000458224 -0.44464 0.0615352 -0.238216 -0.284289 0.328287 0.113282 0.0596646 -0.235103
internal_count=361931 252841 26569 6065 20504 242 226272 24943 5081 758 900 546 354 201329 20605 19141 11228 7913 7460 6954 5169 3962 702 3260 888 2117 453 6059 5217 1043
shrinkage=0.05


Tree=5145
num_leaves=31
num_cat=0
split_feature=785 728 885 1457 81 1080 718 930 545 1148 1185 890 608 790 428 1386 979 1390 499 495 694 701 976 682 564 1062 760 962 558 355
split_gain=20.5912 16.0128 14.011 19.6389 17.9739 17.7677 17.7352 29.9277 25.3771 22.8848 22.7964 22.6853 22.5706 32.0057 22.1194 21.3881 21.8716 21.3462 23.3621 20.8482 20.214 19.1159 19.2984 18.3571 18.3161 18.229 18.1729 17.8878 21.281 22.0164
threshold=-0.86283290253235112 -0.90320472132347296 0.35018306414905159 4.7787224532167558 -1.1720793062237382 3.9810989087578279 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 3.073785392405322 -0.70607139715668366 -1.3230736206490437 0.66665475971017707 1.8618223311409718 -1.0699309532947014 0.29810686548368953 1.0512052939106304 -0.97986167291695836 0.32606609528600677 -0.10648405255226276 0.75024505646995632 0.27248036579832696 -0.42410205662409134 1.3140755578960717 1.2774552120937543 0.40371806048386877 2.6142965358409875 0.78457125397875782 -0.72348834783181692 1.6323240847269647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 9 8 20 12 -10 19 15 -14 -13 16 17 -2 24 21 -8 22 -12 -9 -19 -15 -25 -17 -29 -30
right_child=2 -3 3 -5 -6 -7 7 23 10 -11 11 14 13 25 -16 27 -18 18 -20 -21 -22 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=-0.00011447929224099536 7.3252966910795458e-05 6.1214724476301881e-05 -0.00018603632837633572 0.00043789869687988468 7.4427410003996238e-06 0.00025259516206532518 0.00024522768391220724 -9.0126766391262705e-05 -2.0534500250052804e-05 0.00018809796985812485 -0.00051540367070402801 -0.00029167614308710005 -1.9480311795002577e-05 0.00026044434908472242 0.00032290236661628704 -7.7087361156168545e-05 -0.00012881409706970404 7.0638042865119854e-06 -0.0001065742062610366 -0.00034663097758173768 -3.4341363041973656e-05 0.0012488083892657647 0.00037970711709652975 5.640696637324947e-05 -0.00015085354900729872 -0.00010598498102584714 -0.00055088932578060078 -1.067638578138307e-05 -0.0003040856004760466 0.00018555494368401902
leaf_count=3254 11886 26305 3422 426 93583 953 1484 16337 2657 2056 208 314 33362 3106 4390 34087 14084 45062 22580 682 11764 72 382 8874 4864 807 356 4269 9514 791
internal_value=0 0.0453484 -0.0172638 0.00498609 0.00264322 -0.0281933 -0.0298022 0.0101463 0.0734962 -0.0413574 0.16204 0.231687 -0.0446502 0.00364432 0.294085 -0.0605545 -0.039454 -0.0237398 -0.0405085 -0.0489194 0.00181412 0.241435 0.0879933 -0.0446597 -0.00950025 0.190617 0.0393699 -0.106408 -0.19884 -0.269173
internal_count=361931 29559 332372 97431 97005 234941 233988 47520 21953 186468 8705 6048 184412 37275 4704 147137 98476 84392 72506 1344 13248 662 590 25567 49926 3913 9230 48661 14574 10305
shrinkage=0.000980392


Tree=5146
num_leaves=31
num_cat=0
split_feature=470 395 1367 816 1392 841 56 232 158 810 996 582 187 1459 1459 283 834 1331 225 1065 1462 358 793 686 409 1331 361 708 1470 960
split_gain=17.2012 27.5247 20.0627 19.6722 19.9088 19.0348 17.5316 16.797 18.5964 18.1041 19.6484 19.9286 18.8465 19.4027 25.3173 17.8265 17.6953 17.6776 16.9716 18.7877 16.6912 17.1451 16.6856 16.6841 16.9911 18.8633 16.6147 16.3299 16.3135 18.5391
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61047007421192445 1.0000000180025095e-35 -0.87277843618999895 1.1672291848996961 1.0000000180025095e-35 0.92584771804271815 -0.5360903200824888 -0.65819684525605759 1.0565563832172893 1.0000000180025095e-35 1.1282120477717485 -0.31781918460581388 -0.30873848497620887 2.458339650159139 -0.92198674635283695 -0.8955449889892394 -0.3164353875426032 1.0518754624258557 -0.029674230372801095 1.2144710539312487 1.0000000180025095e-35 1.0316162515473111 1.0000000180025095e-35 -0.42598196421680318 1.4194687709276514 0.42005361931764701 0.62834624676562223 -0.64257916016084482
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -2 -1 9 15 10 18 -12 13 27 -15 16 -9 -13 19 -6 21 -14 -19 24 25 -8 -18 -11 29 -20
right_child=3 -3 -4 4 7 -7 23 8 -10 12 11 17 20 14 -16 -17 26 22 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012429523423454532 -1.4281653146172556e-05 -8.8856697878766174e-06 1.8367058460040708e-05 -6.309393557223313e-05 0.00012007914117268787 -0.00011713883998238691 -6.8086214974738503e-05 0.00043568571155878856 -9.5111773918982276e-05 5.5712128830229902e-05 2.0789904255772545e-05 0.00025355463740302719 -0.00012686575241886746 0.00075692140385791079 0.00011246911057587041 -0.0012562472236179324 -7.2816770645665709e-06 -0.00012086426383823532 -7.1460726961719158e-05 -0.00012277257030356736 0.00011176010379233019 -0.00075991631113812744 -0.00053951231435734974 -0.00019217198402804699 -0.00020732236815196285 0.00014870557773597352 0.00050440698892834904 -0.0001153725317215096 -0.00016014840532277308 0.00010850017466468416
leaf_count=53197 77176 89543 11751 14464 8914 11148 3843 565 9083 16652 1633 221 2628 250 23409 70 3410 676 5416 1596 1487 254 1024 4710 2150 5385 281 3256 3217 4522
internal_value=0 -0.0342705 -0.0758831 -0.000857499 0.0187287 -0.0277706 -0.0973033 0.0298221 -0.0406278 0.0423339 -0.000868051 -0.146751 0.0682305 0.0809647 0.122344 0.0741303 0.0880196 -0.294834 0.0213404 0.0844361 -0.0780527 -0.185324 -0.369841 -0.0236214 0.0183381 0.0581961 0.0350425 0.0305842 -0.029764 0.0122296
internal_count=361931 170579 81036 191352 103028 88324 69285 88564 13409 75155 27219 3554 47936 43567 23659 4326 4256 1921 23665 10510 4369 2882 1700 16088 11378 9228 3691 19908 13155 9938
shrinkage=0.000980392


Tree=5147
num_leaves=31
num_cat=0
split_feature=785 728 519 728 660 852 21 650 1163 222 1035 704 942 1110 213 361 1124 489 1160 736 929 624 695 1185 357 923 629 21 1036 980
split_gain=13.6419 12.3347 11.9329 18.2686 19.755 22.9397 21.2449 18.9389 17.1077 20.1748 22.1197 20.2241 19.3199 18.8498 17.9341 16.9582 17.4372 18.5159 20.2423 17.308 16.8984 18.9818 18.8123 16.8809 22.0331 16.6975 23.0428 22.2694 17.5543 17.7211
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 1.6923072129381651 0.77744748183203882 1.4264173337734436 -0.6672948693964057 1.3697789339328648 1.0000000180025095e-35 -0.76811851402710796 0.3444873610531497 -1.0288879656311021 -0.4355962831655476 2.9919667345992629 0.68536004617275303 1.470578089058822 1.0000000180025095e-35 1.1948183665073715 1.0566345176742331 0.77332290300440421 0.90484934335090472 -0.86449023226567734 0.36272545494124231 -0.70163543588998201 -0.12178204911724656 1.456835372314697
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 15 -6 20 -8 11 -11 -10 14 -14 -12 -5 17 19 -19 23 22 -22 25 -17 -25 26 28 -27 -2 -30
right_child=2 -3 -4 4 6 -7 8 -9 9 10 12 -13 13 -15 -16 16 -18 18 -20 -21 21 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-9.9344168489313813e-05 0.00038555134957769663 5.1751048143855167e-05 3.4668240533688413e-05 -0.00015792073501238343 0.00016864919780850755 6.7653044578055776e-05 -3.2286901156891529e-05 0.0001349171163167457 -0.000131483543547601 -0.00032216151713334988 0.00061835432232728736 8.0329594988612588e-05 0.0005861300989638133 -0.00015906842905879961 -0.00015479533941284638 0.00010015907243696864 -5.0286716671603741e-05 0.00095928493917287654 -0.00046098050691162481 -0.0003036415609293596 3.2052155455880615e-05 0.00024843853674169555 0.00015883702981445098 2.1689752955866851e-05 -0.00042807524717380403 3.2004789607178017e-05 -0.00019220909746664534 -9.6058883917525255e-05 -8.8688490336114568e-05 0.00092943750782966002
leaf_count=3396 1222 26163 21518 5477 3398 20541 146071 6225 32282 673 824 3338 259 897 243 10805 22854 185 62 992 13661 2234 2366 2042 728 10832 848 20789 928 78
internal_value=0 0.0373129 -0.0137769 -0.0180056 -0.027594 0.0078335 -0.0409458 0.0180268 -0.0442346 -0.0949095 0.105881 -0.113355 0.216965 0.000666742 0.461688 -0.0249707 -0.00822677 0.052881 0.635862 0.0412861 0.00377673 0.0677702 -0.0228154 0.0596459 -0.0959183 -0.0373244 0.114942 -0.0541836 0.229214 0.00354133
internal_count=361931 29559 332372 310854 251671 63686 187985 59183 184587 38516 2896 35620 2223 1156 1067 43145 37668 14814 247 14567 52958 15895 37063 13575 2770 34697 3076 31621 2228 1006
shrinkage=0.000980392


Tree=5148
num_leaves=31
num_cat=0
split_feature=785 519 713 930 848 921 783 651 1028 1368 1470 1455 906 850 706 774 777 254 515 790 574 1384 565 842 947 633 1051 1322 1256 192
split_gain=13.2749 14.5392 19.2087 23.276 20.4611 20.2394 44.2192 20.6635 20.1174 18.6088 19.9519 28.422 19.5036 22.8397 20.2675 18.5466 18.3619 17.9895 17.8769 20.3114 20.7361 18.1017 17.3266 17.7772 16.8756 16.5348 16.6722 16.4705 18.1696 16.4451
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0525743831388839 1.1155635910225459 1.1107569744011787 1.0000000180025095e-35 0.70892277612114496 0.82151526813113451 1.2831308907880747 0.10862943175569685 -0.71655674043578599 1.6846785363603172 1.5033568469461875 -0.79402034679008671 3.3238828776040195 1.4353143596930875 1.8618223311409718 -0.71454879228704005 0.56210851049067123 1.1604233505739945 -0.75742693342923417 0.66063686667618471 1.4442933958052213 0.3635689795882478 -0.63205120638439027 0.8493105525124568 2.0337458187704693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 29 9 15 -8 16 12 27 17 13 14 -4 -7 -2 -12 19 21 24 -15 23 -6 25 26 -21 28 -11 -5
right_child=1 -3 5 4 22 6 7 -9 -10 10 11 -13 -14 18 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.5302990739004903e-05 0.00018494773411069213 3.9075023010976982e-05 -0.00013157826389323244 -2.2487704567923281e-05 -0.00016428111590521786 -4.0896910237414349e-05 0.00021286521677284928 -0.00021477876916356671 0.00013992805465375512 -2.8418248052606333e-05 -0.00012486047312079555 0.00054270448069070943 -8.0896713527419176e-05 -1.7708124134680244e-05 0.00018786611558887305 0.0001511045574011137 -3.0657685058561752e-05 0.00078430819975505869 9.0694074139400615e-05 0.00047273211010680335 3.2999827969093311e-05 -0.00011880940135153323 0.0012134859378209852 0.00064476289352472936 0.00081041137300363907 -0.00079837488526669721 -0.00022956793485289756 4.8263418342021637e-05 -0.00037690495030940014 -0.00036420257083987395
leaf_count=29559 2471 21518 16849 29776 302 25374 6186 552 10344 5307 9553 287 76446 48930 1459 2714 12022 96 9154 774 6334 14088 89 232 255 102 296 29259 935 668
internal_value=0 -0.014369 -0.0190316 0.0193571 -0.0226564 -0.0284812 0.0232087 0.180221 0.0723236 -0.037696 0.00310829 -0.0911096 -0.0503419 -0.0283224 -0.110336 -0.0205975 0.0105638 -0.115892 -0.0112839 -0.0240111 0.0925439 -0.0384672 0.37813 0.21644 0.357289 0.20872 0.296639 0.0279275 -0.0865677 -0.0314088
internal_count=361931 332372 310854 55904 31067 254950 34826 6738 24837 220124 45437 9936 174687 98241 18308 28088 14493 9649 79933 70779 7761 63018 623 534 1427 1172 1070 35501 6242 30444
shrinkage=0.000980392


Tree=5149
num_leaves=31
num_cat=0
split_feature=1465 1467 1467 1081 1457 570 1466 1177 1449 65 967 1114 694 913 10 1459 53 771 902 698 1323 1326 1355 695 148 1215 696 1464 960 1398
split_gain=8.66341 11.525 17.0394 12.8828 16.9857 12.2546 13.1685 15.538 17.681 13.8106 12.5932 15.2229 12.2756 12.2613 11.5924 11.3583 14.4309 11.2412 14.0193 13.0397 11.1887 11.47 11.1982 11.1197 11.081 11.0674 15.2158 14.5749 15.0786 11.2958
threshold=2.873316917895123 -0.44899544734167229 -0.3295993541954565 1.0000000180025095e-35 3.9189526428767678 -1.0266803632101513 2.5621452872994568 -0.60053584680028338 2.7154401984737215 0.48381857508364595 -0.99957120414055067 1.3560874166407426 0.92978146010579865 -0.070962586142356746 -0.34866508220043607 1.1027689806250593 1.0000000180025095e-35 -0.62939887722228594 -0.69149706956109469 0.37877003371542189 2.3850029946166824 0.63041704858725878 1.0000000180025095e-35 0.53266718379296685 0.44222203035900648 1.0000000180025095e-35 -0.7455125543101272 1.1235102970770516 -0.64257916016084482 1.1795562524501964
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 13 7 9 25 10 -7 20 17 -4 24 -10 23 -8 19 -19 21 -12 -23 -17 -14 26 29 -28 -29 -9
right_child=1 2 5 -5 -6 6 12 8 15 -11 11 -13 14 -15 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00026713607460190876 0.016371670111750596 -0.04704426531830011 0.047075479278460182 -0.0013194054788961741 -0.015304248836055174 -0.037612333911745066 -0.0049939942810259454 0.04613145907493349 0.071673888016762208 -0.025083393831006301 0.035753262361912487 -0.056449053152081187 -0.069309546628596522 -0.020743750095118314 0.013076248974365295 -0.057102932060940415 0.051359083914026805 0.022690111172091063 0.035904296923901582 -0.054178683415350738 -0.042486232622568836 0.026037621001227969 -0.036130970571533971 0.03942348774866436 0.025995771878950219 -0.024118774360288611 -0.027347495488072818 0.044923738540546404 -0.017160766135719704 -0.059038237150340248
leaf_count=354454 2065 83 116 1365 217 51 237 108 37 171 362 40 64 47 85 63 40 68 367 42 35 75 55 20 22 1036 365 88 130 23
internal_value=0 0.0739947 -0.0150443 0.165931 0.262636 0.0106878 -0.0197158 -0.104802 -0.232001 0.147107 0.277944 0.368228 0.214362 0.5899 -0.335706 0.463992 0.106652 0.340972 0.518933 -0.170688 0.449904 0.522834 -0.0109923 -0.547739 -0.92426 -0.310843 -0.0879186 -0.251323 0.22691 0.651932
internal_count=361931 7477 3830 3647 2282 3747 3584 2699 1910 789 618 567 885 163 171 160 123 714 477 110 527 492 130 83 86 1750 714 583 218 131
shrinkage=0.05


Tree=5150
num_leaves=31
num_cat=0
split_feature=545 1442 705 322 912 816 623 417 602 1028 256 145 1117 644 352 710 1381 206 974 1396 910 503 1181 513 362 834 972 352 569 1388
split_gain=13.3906 16.4651 17.0496 17.0121 16.7236 17.9084 16.4565 15.7455 18.7578 20.1686 17.834 18.5337 17.0348 17.4152 16.1547 18.616 16.925 15.5811 16.5909 16.2937 15.533 16.5993 17.5281 17.517 17.1662 17.0331 16.2486 16.2337 16.1525 19.5447
threshold=-1.0372938969678034 -1.2625182715263061 1.3612027609086828 1.0000000180025095e-35 -1.8053664850396696 1.6237992503990648 -0.024657624075993714 -0.4454548168676809 0.66849908449309148 -1.271019091203941 2.5109609056897968 -1.8154947784468167 1.4900727387275003 1.0000000180025095e-35 1.4272891066251951 0.34814269194991226 -1.128259646520158 -0.67234590578873088 2.0940544310605627 -1.2905809715885528 1.1864709727902141 -0.92115969566800648 1.804296067898749 2.0831197595613671 0.63709073586708376 0.35807936239523669 -1.3233650068126794 1.3419366905206014 1.251596859177363 0.78813751225193751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 20 -4 -6 -3 12 9 -9 11 -11 13 -8 -10 16 -16 18 -13 -19 21 -2 23 28 -24 26 27 -25 -23 -30
right_child=1 2 4 -5 5 -7 7 8 14 10 -12 17 -14 -15 15 -17 -18 19 -20 -21 -22 22 24 25 -26 -27 -28 -29 29 -31
leaf_value=-3.7186399553023628e-05 0.00018019384320337896 -2.0715162178683125e-05 -0.00041553138337824301 -0.00011402817543278714 0.00012067635989954577 -8.8883505325709793e-05 2.4516791980930642e-05 -0.00010018387944132808 -4.3872766211536448e-05 0.0011526860392217693 -0.00035792690324052795 -3.3352328735821412e-06 -0.00026152117899855585 -0.00011106033707302381 0.0018678949782845026 -0.0002836269445197249 0.00033083937034407283 0.00032259884527248043 0.00056847200613504797 7.8009665331445284e-05 -0.00017657177986469172 -3.7508983926507524e-05 0.00010471000306062541 0.0017220325202380446 0.00076589469851168614 -0.00068058097215400516 -0.0001997660395460779 -0.0010060338113881031 5.9202681355245262e-05 0.00067332518116374612
leaf_count=94059 2858 105550 483 17635 12347 2243 16084 5699 15972 67 532 15483 1666 7466 31 245 694 1392 214 39746 2747 14894 824 38 218 424 692 20 1275 333
internal_value=0 -0.00207821 0.0048893 -0.04933 0.0778075 0.0889689 -0.000475418 0.0191505 0.0338363 0.0523839 0.0628322 0.066395 -0.0323538 -0.016619 -0.0285983 0.240994 0.408395 0.0649549 0.00562029 0.0876199 -0.00980896 0.0127581 -0.0144349 -0.0349575 0.262927 -0.310045 -0.103032 1.05593 -0.0127482 0.22591
internal_count=361931 267872 225914 41958 15073 14590 210841 105291 80075 63133 57434 56902 25216 23550 16942 970 725 56835 15697 41138 24323 21576 18718 17676 1042 1174 750 58 16502 1608
shrinkage=0.000980392


Tree=5151
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 988 1002 921 1465 353 359 410 114 1112 1450 287 1467 1395 1022 1450 1460 990 955 1454 1453 420 1047 897 1470 1287 1467
split_gain=14.183 12.4194 19.4608 17.4084 16.3048 19.6042 16.8295 17.9909 16.8912 24.2599 16.6182 16.3234 20.6288 16.1319 18.6734 16.7867 21.9995 17.7477 17.7151 22.8991 20.8851 22.8404 20.6053 23.0088 23.5492 20.386 18.4126 18.2077 20.2457 17.9891
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.3820670939764912 -0.32459312438081372 -0.24051307952136838 0.14486519861544186 0.55938823495656564 0.32346298429964238 1.644349105518915 1.0000000180025095e-35 1.5620189235502193 -0.34557539116087493 -1.467885962228334 0.26182203575330365 1.9458755331811359 4.6352522491090467 -0.57378190399925333 1.8377551471840754 0.22046490535518015 1.3670073888404592 -0.77574368866889332 0.66977547125470527 -0.86857961996792843 2.8162032343233889 0.46386904164621384 -0.7672013769770587 -0.49798711729611411 0.052368138980887803
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 10 -8 11 -6 -10 -13 15 -15 18 17 -17 20 22 21 -7 23 24 -20 -22 -26 -21 -29 -24
right_child=1 2 -4 4 5 13 8 -9 9 -11 -12 12 -14 14 -16 16 -18 -19 19 27 25 -23 29 -25 26 -27 -28 28 -30 -31
leaf_value=3.7818546294658086e-05 -2.338624077449561e-05 -6.5108111215305968e-05 0.00043876863286431328 -0.00041524051763790746 7.4625078234463244e-05 -0.00010078403396466126 6.1783263646399513e-05 -0.00016838579206937798 0.00054708042163957983 9.3482903478068357e-05 -0.00041498322801262967 0.00023599962473443617 -0.0012029242663362367 -0.00032141102868539289 3.9708816496817084e-05 0.00010043670982216101 -0.00050658392345347071 -0.0011315860124551356 0.0010566607443984913 -0.00055531165209564252 2.9097729165989442e-05 -0.00067211278699673275 -0.00031445193608167782 -0.00090132388630593109 0.00029900972173901684 0.00093027754096510872 -0.00045478421680541803 -0.00027403821128650261 0.00088022247853731216 0.00016883960237205848
leaf_count=29559 234941 17071 426 572 6363 4082 15704 2822 1145 3107 582 566 47 950 24862 5156 321 50 109 95 6752 478 4535 102 447 102 230 119 230 406
internal_value=0 -0.0135359 0.00743395 0.00509796 0.0180272 0.0203428 0.065831 -0.0146845 0.10107 0.208662 0.0487473 0.407288 0.130716 -0.00682606 0.0307101 -0.050101 0.0553458 0.0891549 -0.0846116 -0.181329 -0.0319103 -0.150547 -0.219405 0.0853435 0.208695 0.0463427 0.0448307 0.309286 0.544803 -0.278843
internal_count=361931 332372 97431 97005 79934 79362 30336 9767 20569 4865 6945 1758 613 49026 25812 23214 5527 5206 17687 6273 11414 4560 5829 888 786 6854 677 444 349 4941
shrinkage=0.000980392


Tree=5152
num_leaves=31
num_cat=0
split_feature=785 728 885 1457 1377 988 1002 1061 1004 572 1454 1053 921 1465 353 359 1470 982 710 410 1080 429 484 900 114 1112 718 930 545 1185
split_gain=19.261 14.092 13.7245 19.862 17.9204 16.9382 19.324 17.1252 26.5269 18.9245 21.862 17.2942 17.119 17.757 16.8209 24.4073 16.7722 18.7778 17.4061 16.7302 16.3969 16.3156 20.3439 18.5347 16.2527 20.5909 16.2166 30.4341 24.4238 22.1956
threshold=-0.86283290253235112 -0.49008176997875957 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.3820670939764912 -0.32459312438081372 -0.87357009987099121 0.59444477453878863 -0.80326163028523578 0.67485211051868899 2.6159382925808998 -0.24051307952136838 0.14486519861544186 0.55938823495656564 0.32346298429964238 0.34450605210609392 -1.250993462477682 2.2276597626323835 1.644349105518915 3.9810989087578279 -0.64405295088620862 1.6134396840371368 -0.36980086556920722 1.0000000180025095e-35 1.5620189235502193 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 -0.70607139715668366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 4 -4 -6 12 8 -8 10 -9 -12 13 19 21 24 -11 -18 -19 -7 26 22 23 -14 -16 -26 -2 28 -28 -30
right_child=2 -3 3 -5 5 6 7 9 -10 16 11 -13 14 -15 15 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00010171614944960685 -3.8925978705142839e-05 5.9642955375972658e-05 -6.7691652448878778e-05 0.00044132390807362717 -0.00042370374007590035 7.179762562999016e-05 -8.8328797987315914e-05 0.00014573125427849818 0.00027444290396963717 -6.0289969978200619e-06 -0.00021004096393810112 0.0013146379927685677 0.00028156521222594711 -0.00016958778601668006 0.00054507048451197431 9.1370265433846412e-05 -0.00095061391227024914 -0.00010533787633141714 0.00047245099788110697 -0.0004182438477663228 0.00024276059192010176 8.9789679498624431e-05 -0.00092999792050509295 -0.00018556794067375699 0.00023504896213109749 -0.0012018898239990485 3.047857938901995e-06 -4.4814047431183013e-05 -1.9897634972307525e-05 0.00022459370244637552
leaf_count=3396 186468 26163 17071 426 572 6363 1584 5375 2153 24980 1255 34 639 2822 1145 3107 145 13267 233 582 953 13178 206 1681 566 47 13248 25567 2657 6048
internal_value=0 0.0443363 -0.0162778 0.00573886 0.00338425 0.0164884 0.0188496 -0.00808988 0.131589 -0.0204032 0.0874277 -0.171017 0.0639505 -0.0171332 0.099449 0.206701 -0.0395828 -0.104158 -0.095971 0.0457824 -0.0271029 0.0615342 -0.116116 -0.0608496 0.405737 0.130014 -0.0286489 0.00956118 0.073479 0.16036
internal_count=361931 29559 332372 97431 97005 79934 79362 49026 3737 45289 6664 1289 30336 9767 20569 4865 38625 13645 13500 6945 234941 15704 2526 2320 1758 613 233988 47520 21953 8705
shrinkage=0.000980392


Tree=5153
num_leaves=31
num_cat=0
split_feature=785 519 713 921 783 930 645 486 848 774 1028 657 791 861 1229 1329 1459 648 725 702 1022 1191 657 1112 766 854 797 1061 12 797
split_gain=14.5498 14.8509 20.3848 22.4685 46.1759 22.0837 20.68 20.643 19.6499 19.4206 19.2349 18.8267 18.9339 26.9671 34.0224 19.2841 20.7269 18.2784 17.9756 19.7738 23.3877 19.3938 19.3676 23.7595 20.7596 17.6462 59.7219 20.9726 17.6294 17.3747
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 0.66777575187080795 1.8692550303841236 3.5086024243106082 1.5033568469461875 -0.35861621905537377 -0.80522708219444705 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.0000000180025095e-35 0.49900387419946662 1.8166789435549495 1.0000000180025095e-35 -0.20493510196029355 0.67527595557081987 -0.89450509593931293 1.0000000180025095e-35 0.293600056978085 -0.35141603601570365 -0.87473648844905705 0.63961785378869596 -0.87357009987099121 -0.4777047088025414 0.63961785378869596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 11 9 7 -6 10 -7 -5 -2 -4 25 15 17 16 -14 18 21 -20 22 -15 23 24 -21 26 27 -13 -26 -27
right_child=1 -3 3 4 6 8 -8 -9 -10 -11 -12 12 13 14 -16 -17 -18 -19 19 20 -22 -23 -24 -25 28 29 -28 -29 -30 -31
leaf_value=3.6645224360931342e-05 -1.6340597658275842e-05 3.8661394695842024e-05 -9.4758530674934012e-05 -4.0866231808580318e-05 0.00011055122145807041 -2.9424937528465436e-05 0.00038121179897360094 0.00030960405617702841 0.00036354937249367123 0.00015555353692683378 0.0001147292652779961 0.00024922121753363861 -5.7503903270678247e-05 0.00028674778789382355 0.00032462162064200327 -0.00016690422392211712 0.00015430525761388452 0.00020175962851427066 -4.2323219715727777e-05 0.0002798679973220947 0.00036310980974531021 -0.00010684758404406622 0.00021185528442582081 0.00017979201337269888 -0.00050304718396209237 -3.7510889978505061e-05 0.00026879694979638842 -0.00014449207695716262 -9.912358154866867e-05 -0.00010442330869185066
leaf_count=29559 12574 21518 36644 25374 4982 30444 1756 1436 623 2714 10827 707 13755 856 1785 8242 3257 2710 7279 515 1248 10258 2745 1848 855 86011 3153 5489 2334 30433
internal_value=0 -0.0153238 -0.0200344 -0.0297603 0.0246737 0.0195009 0.184963 0.0710513 -0.0214274 -0.0200881 0.0528434 -0.0394617 -0.0303459 0.0065877 0.0493024 -0.0591659 -0.0132497 0.0285603 0.00953728 0.0521748 0.11551 -0.0765739 0.06887 -0.0102277 -0.123653 -0.046805 0.0464255 -0.0949102 -0.198029 -0.05559
internal_count=361931 332372 310854 254950 34826 55904 6738 24837 31067 28088 23401 220124 183480 57687 32433 25254 17012 30648 27938 16824 9545 11114 8297 5552 3704 125793 9349 6196 3189 116444
shrinkage=0.000980392


Tree=5154
num_leaves=31
num_cat=0
split_feature=545 1442 705 623 1445 1461 1244 417 959 602 352 256 145 912 816 710 1117 644 3 1134 280 278 792 7 560 432 902 288 1106 986
split_gain=20.8114 21.2277 18.2519 18.7707 18.1794 18.7593 17.8321 17.6183 19.756 20.2047 19.3739 18.3618 17.5676 17.4058 17.935 17.2773 17.0347 17.4168 16.9117 16.6256 17.2833 16.4421 15.7232 16.4002 15.9284 15.5614 16.5753 18.4848 18.1913 18.0083
threshold=-1.0372938969678034 -1.2625182715263061 1.3612027609086828 -0.024657624075993714 1.6380901172106308 1.4098417307792441 -0.63949717837331155 -0.4454548168676809 -1.2907225086880219 0.66849908449309148 1.4272891066251951 2.5109609056897968 -1.8154947784468167 -1.8053664850396696 1.6237992503990648 0.34814269194991226 1.4900727387275003 1.0000000180025095e-35 1.8796059881274112 2.0797189844638093 2.683888539760694 -0.33787084993755129 1.0000000180025095e-35 -1.6171967256349402 -0.74886218366253299 -0.45588660627771938 0.013127976241923689 -0.68648315567633755 -0.75223897694346376 -0.63891003407932312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 19 16 -9 11 18 12 -10 -4 -15 -12 17 -5 22 20 -2 -20 -11 -24 -25 26 29 -28 -29 -6
right_child=1 2 13 7 25 -7 -8 8 9 10 15 -13 -14 14 -16 -17 -18 -19 21 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-5.0513059317363673e-05 -0.00013986540156791396 -2.614274031698562e-05 -0.00042450949102527317 1.8721316671925589e-05 -0.00037201208772014057 0.00016334468565028221 6.1521022686812416e-06 -0.00010245140736775043 0.0011463388079356327 3.6282468939734648e-05 0.00043765298041172491 -0.00036206544452089894 6.1361218334889567e-05 0.00011902242612458408 -9.0012460811669277e-05 -0.00027991903645061488 -0.00026626456483880848 -0.00011638471636085178 -0.00035075948868945459 0.00016726636429551672 -0.00077610540272305241 0.00036521689863808985 0.0015266301167531869 0.00021117018120610356 -0.00013910108035804805 -0.00021262632316848494 0.00046568527343968666 -0.0005520677083372807 0.00016935065349369009 1.4117000395004483e-05
leaf_count=94059 9538 105550 483 16084 1437 2379 14111 6742 64 4804 647 547 57158 12347 2243 198 1666 7466 183 907 350 703 23 589 8417 9093 791 421 719 2212
internal_value=0 -0.00704573 0.00084852 -0.00468526 -0.0604402 -0.026477 -0.0476188 0.0162116 0.0317039 0.0406035 -0.0263532 0.0603281 0.0639447 0.0760237 0.0873906 0.285696 -0.0380731 -0.0223896 -0.0441877 -0.127504 -0.160927 0.235745 -0.0625336 -0.113644 -0.118451 -0.142957 -0.0316571 0.166753 -0.0551151 -0.142329
internal_count=361931 267872 225914 210841 41958 27285 24906 105291 80075 73333 15564 57769 57222 15073 14590 845 25216 23550 14719 10795 9888 886 13833 9029 9006 14673 5580 1931 1140 3649
shrinkage=0.000980392


Tree=5155
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 645 650 126 1040 395 1011 912 677 412 635 515 649 279 347 45 149 917 1467 495 1107 1253 76 632 1046 774
split_gain=18.9755 15.5535 17.6184 22.1449 43.4601 21.3131 20.9628 19.3767 20.5844 20.3171 24.4471 19.3573 19.667 23.9512 22.0634 21.9755 24.682 20.4406 19.3649 18.9413 19.0989 18.3257 18.3241 18.1674 17.9679 19.5764 20.5928 18.4449 17.8467 17.7685
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 1.1155635910225459 0.66777575187080795 1.6923072129381651 1.0000000180025095e-35 -1.1794202161759346 0.66415532897360485 1.0000000180025095e-35 2.2119996560828836 1.0000000180025095e-35 1.0000000180025095e-35 -1.0400411975100645 1.4353143596930875 0.85789485202400184 -1.103497810615039 0.42411393119707813 -0.4851739300165801 -1.3764219011834551 -0.63196957688581024 3.2890808626209771 0.67729021820619739 0.3189280274888156 -0.31995410406045416 -1.0705360911439239 0.6650875607342327 -1.2095226878315291 1.5033568469461875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 7 29 -6 -2 9 -9 11 -11 12 13 22 -15 16 -14 -17 24 -16 -21 -22 23 -4 -19 26 -26 -27 -12 -5
right_child=1 -3 3 4 5 -7 -8 8 -10 10 28 -13 15 14 19 17 -18 18 -20 20 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=3.9599754282315052e-05 -4.0795146302709824e-06 3.5565688034221782e-05 -0.00015699533643945041 -4.3308345785689273e-05 0.00010079978905749916 0.00037649975321737121 0.00013368786425658056 -0.000187635543751385 -1.0397205474661088e-05 2.6352423694894031e-05 -0.00048407865618174 0.00016376198639424033 -9.7017517930477352e-05 -0.00052756205697442494 -0.00020140293367188551 -0.00024456007897801982 0.00010160920219129196 0.00010644549303496441 -8.928411873588066e-05 -0.00070038338397782616 0.00027254788834525753 -4.9138858506527132e-06 0.00023200422763703434 -0.00033448998910049648 0.0012934397177691427 0.00084819392384586874 -0.00017831154545201717 -3.6397673266423539e-05 -8.7383602149464148e-05 0.00014550167326979522
leaf_count=29559 52958 21518 28612 25066 4947 1749 6225 5182 85487 22000 744 1760 38476 756 2745 1296 3862 2409 1548 269 1678 5025 628 6057 55 553 372 165 7538 2692
internal_value=0 -0.0197007 -0.0245134 -0.0339029 0.0204313 0.176382 0.010782 -0.0436088 -0.017965 -0.0648175 -0.0144527 -0.0855046 -0.09105 -0.138288 -0.037192 -0.0602685 -0.0801443 0.0747431 0.134741 -0.0101427 0.0526379 0.0739364 -0.182686 -0.194471 0.231449 0.466975 0.0423917 0.683585 -0.118631 -0.0233568
internal_count=361931 332372 310854 251671 34454 6696 59183 217217 90669 126548 30282 96266 94506 45770 10473 48736 42338 6398 5102 9717 6972 6703 35297 34669 3554 1145 427 718 8282 27758
shrinkage=0.000980392


Tree=5156
num_leaves=31
num_cat=0
split_feature=785 728 519 713 929 909 566 921 783 657 774 629 21 1313 761 695 1437 10 1467 78 1151 409 1025 216 1243 126 485 1460 1460 624
split_gain=9.27974 10.4585 10.0943 15.9572 20.8449 21.2904 19.6295 17.9552 39.3751 19.7488 18.4648 17.8623 17.8375 18.6885 17.6441 17.6038 18.5985 18.5349 17.6974 22.5744 21.0273 20.7454 19.6987 18.2076 17.6805 18.9608 21.5773 17.5917 23.6179 17.5059
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 2.2915798140579686 1.58549121849924 1.0525743831388839 1.1155635910225459 0.72755686970153477 1.5033568469461875 0.36272545494124231 -0.70163543588998201 0.73579585555090576 1.0694174332955255 2.1097569808217282 0.72713696786055593 -0.23034647385973939 0.027744735654897854 2.1373333076389813 1.0000000180025095e-35 0.96281525827728831 1.0000000180025095e-35 0.15095400208172804 0.24555061591257557 1.402259659649604 1.7379254808594176 0.071504580386072242 0.40135300256177026 1.3137673900182902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 12 15 10 -10 -9 14 -2 -14 -7 16 24 -17 20 -20 22 -21 -18 27 -5 -26 -27 -22 -29 -6
right_child=2 -3 -4 7 29 11 -8 8 9 -11 -12 -13 13 -15 -16 17 18 -19 19 21 23 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0046933503830295549 0.0035940171150379095 0.0024211482393738616 0.00185859542898906 -0.0011666410197071363 0.0031636816031481046 0.010154685821380982 -0.0094870475374675897 -0.0017217612655600135 0.01094524414319557 -0.0079416625221560202 0.0080759444430870669 -0.0075303765101390613 -0.00034446702442100715 -0.008589536902915593 0.039643022412639776 -0.0022542016756985552 -0.00037693525039526904 -0.015984906959346529 0.0046837028943624241 -0.03002556526241584 -0.0035809014232089154 0.072169087967989404 -0.009885108295603226 0.0074442404696312137 -0.0048432131421861802 0.008109204725032312 -0.042010455028040988 0.028929091498024778 0.0017657288957309257 0.014489246372783884
leaf_count=3396 11510 26163 21518 120727 15017 1580 3249 25374 5997 741 2714 550 17310 4550 251 3610 6292 3053 14809 490 8091 35 5816 5436 46701 2425 142 495 2002 1887
internal_value=0 0.034142 -0.00810031 -0.0120014 0.0230649 -0.006055 -0.0208891 -0.0206492 0.028174 0.176716 -0.0132969 0.190203 -0.00379085 -0.0419716 0.292189 -0.0293616 -0.0255826 -0.159413 0.0164891 0.0791341 -0.018513 -0.457512 -0.0925471 0.0363396 -0.0382828 -0.0825156 0.113138 -0.0180539 0.145735 0.0918298
internal_count=361931 29559 332372 310854 55904 39000 36619 254950 34826 6738 28088 2381 33370 21860 1831 220124 213461 6663 43466 15334 28132 525 12108 16024 169995 49268 2567 10588 2497 16904
shrinkage=0.05


Tree=5157
num_leaves=31
num_cat=0
split_feature=50 56 1470 703 651 933 1380 210 1314 1470 546 976 1465 1470 1460 428 981 572 1367 1319 13 756 1468 1036 33 1112 21 560 150 487
split_gain=8.95443 16.6512 13.8785 13.3933 13.0594 13.3362 14.2588 14.0132 13.0923 14.1582 14.0379 13.3492 13.7393 20.4304 19.8174 16.742 15.8362 14.9867 15.7604 14.93 16.0181 15.6488 14.895 15.6761 17.6859 14.6148 15.3169 14.5223 20.9511 16.4286
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -1.6015642574650035 1.1107569744011787 2.2214874143667376 -0.50106774135271892 1.4507456958683578 -0.82548413891789607 2.1658139678380679 1.744313117614791 -1.1340907276278103 -0.0097408105990119415 -0.022120865995796931 0.099810043912261961 -0.64317915534313896 -0.74837655302842698 1.7489074158617584 3.4945390613906286 0.87063620789799601 -0.46805069174101294 0.87309663812090754 0.78547397234635852 -0.26869001632729933 0.63246223957718284 -1.7487693044516226 1.9458729514926574 1.8291851068896225 -0.047255830474676276 1.2575391871604671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 8 -6 -7 -8 -4 11 -11 -10 17 16 -15 -16 -14 18 27 20 21 -17 23 24 -18 -19 -27 -13 -29 -30
right_child=-2 3 4 -5 5 6 7 -9 9 10 -12 12 13 14 15 19 22 25 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0033370081456119507 0.00028879699127251 -0.0079598956533057149 -0.0091997605879929317 0.00026855003977468175 0.0034455536965104436 -0.063072257467894105 -0.019772498779869072 0.060260133170823904 -0.011939271593980214 -0.021080153553310273 0.034453595649805532 -0.0019507413551136284 -0.014594511603904473 -0.017197344740342874 -0.024306048724702739 0.067587609321340267 0.014852454458746171 0.13360125233579828 0.039112176752736275 -0.02699878775218495 0.0062679969895989875 -0.014222898224402295 -0.011860795794045288 -0.0035151721010510343 -0.0076563830727613595 0.0088862253688949695 0.07899621153353048 -0.0026025189322789279 0.047284003951433798 -0.055678254690027101
leaf_count=4567 197382 3889 12920 86568 5606 105 197 28 3259 1541 200 26165 1957 5009 461 181 2432 29 119 161 511 74 1581 3651 740 1721 66 508 266 37
internal_value=0 -0.0185506 -0.0533995 0.000274612 -0.0663762 0.0411807 -0.444699 -0.118016 -0.0814888 -0.0633579 -0.343824 -0.0549244 -0.04243 -0.107796 -0.247677 0.0513224 -0.0355326 -0.00380075 -0.0195753 0.237099 0.391287 0.970599 0.0108202 0.0640287 0.189608 0.273987 0.240825 -0.0256488 0.312621 0.783193
internal_count=361931 164549 74092 90457 69525 5936 330 225 63589 50669 1741 48928 45669 16758 6397 1388 10361 28911 27095 927 766 255 8404 6823 3172 1816 1787 26976 811 303
shrinkage=0.05


Tree=5158
num_leaves=31
num_cat=0
split_feature=545 1442 1456 1243 463 1107 223 906 365 1395 78 500 1398 355 705 954 970 510 788 760 909 1386 910 623 486 770 906 1035 831 423
split_gain=8.93168 13.0162 16.5837 17.6995 16.1555 19.2129 17.6774 15.7931 15.5166 19.6657 18.1121 17.2173 16.4982 16.4632 15.3726 16.6598 17.5695 21.605 17.2528 20.3686 19.0933 15.8956 15.6275 15.3877 15.2946 15.8362 16.7409 16.0026 15.2921 15.1467
threshold=-1.0372938969678034 -1.2625182715263061 0.042545365537477266 -0.53236368881436358 1.0000000180025095e-35 2.0398065696289591 -1.47865282407405 -1.311422072135666 -0.70536195245666355 0.47293428046231795 -0.85853709627831243 1.4825568815102887 -0.86064565814784777 -0.46809039454554557 1.3612027609086828 1.6276177283287072 -0.06531850824906725 -0.89943454299748937 1.7074187375765932 1.0385549195679566 -0.7688564283879108 -0.24890544122229027 -0.24664165726202597 -0.024657624075993714 1.0753014292660115 -0.35065524212075816 -0.89158075794169789 -0.33652454655122116 1.5119212148273902 0.17688550626567237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -4 7 -6 10 -10 12 -11 -2 -12 23 18 -17 -18 20 21 -16 22 -20 -3 25 27 -27 -22 -14 -25
right_child=1 14 4 -5 6 -7 -8 -9 9 11 13 -13 28 -15 15 16 17 -19 19 -21 24 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.0013561751196527437 -0.017188991455191909 -0.00083328992899529852 -0.0043144361380562258 -0.003001920122436426 0.094964978280778822 0.030954037202028131 -0.016238850123947865 0.0053024775729195259 0.0023443209209539095 -0.021237743586944996 -0.0039271750765008185 0.04270552513334569 0.038278717408363694 0.016298822574506648 -0.0022781046575478451 -0.010794954485584256 -0.051070583051666757 0.016218955503421013 0.026720308155754009 -0.053306219559899462 0.0083939740554098575 -0.019650469500817013 -0.011416954791380564 0.0020128567392785437 -0.0045917743093797378 0.017691015381177223 0.0024704994548690527 0.023598035062200727 -0.014614167313658869 -0.00092406509107577015
leaf_count=94059 110 105550 4711 21709 35 206 3916 217 7036 967 1378 65 559 969 2718 1651 66 610 296 145 1624 451 248 72024 919 1138 3409 1798 80 33267
internal_value=0 0.00225709 -0.0399024 -0.0148394 -0.143552 -0.0460559 -0.276854 0.425621 0.0613342 0.00358063 0.201674 -0.331243 0.503146 0.0940337 0.00845982 0.0778648 -0.0920015 0.20131 0.110858 -0.162457 0.136217 -0.0558089 0.193557 0.00335522 0.182329 0.213033 0.128436 0.3276 0.635798 0.022371
internal_count=361931 267872 41958 32873 9085 4917 4168 252 11164 8068 3096 1032 749 2347 225914 15073 2327 676 12746 1140 11606 995 544 210841 8888 7969 4547 3422 639 105291
shrinkage=0.05


Tree=5159
num_leaves=31
num_cat=0
split_feature=332 395 471 1065 977 651 12 996 635 1186 401 1012 1466 282 1320 830 54 419 1457 1457 1449 391 320 1329 779 431 1023 475 1365 1098
split_gain=12.6675 38.9859 21.0641 26.17 20.3678 19.7361 17.8953 18.6937 28.1239 19.5385 20.0443 17.6606 17.6344 18.9683 17.388 19.4563 19.4493 22.8728 17.3667 24.1349 17.2766 19.0647 17.4696 18.7211 17.5673 17.084 16.7525 16.3697 21.0367 17.2998
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.4442116471105977 1.1107569744011787 -0.59727736220901595 1.0565563832172893 1.0461461580237101 1.1148764077371582 1.0000000180025095e-35 1.4711245761114824 2.7003307171580744 2.3623678445702434 -0.69332819957971314 -0.12900051153156636 1.0000000180025095e-35 2.1772519456517823 0.65078176182541914 0.3573591245240883 0.74561756370782817 1.0000000180025095e-35 1.0000000180025095e-35 3.4211239402241866 0.84588897852341605 1.8050882928612102 1.0000000180025095e-35 1.0000000180025095e-35 -0.42638832581415231 -0.65750918523183322
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 -2 6 5 11 -4 14 9 10 -9 -5 13 18 16 -16 -8 -18 19 -3 21 27 23 -23 -25 -10 -20 29 -29 -1
right_child=2 12 3 4 -6 -7 7 8 25 -11 -12 -13 -14 -15 15 -17 17 -19 26 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00016841803488211308 -1.3781757744344498e-05 -4.2503412302860464e-07 -2.7447038963447415e-05 -2.0920539215026914e-05 -0.00053888351557729005 -0.00026563207658101033 -5.7273986266045984e-05 0.00076698875929270003 -0.00043839904251349486 -0.00043217307948997379 4.2967281920939952e-05 0.00054452468268619252 0.0002033881102196737 -0.00023896516126977892 5.2981917969670709e-05 0.00017429291176151751 0.0001768632214584204 -0.00089643453929203268 -4.8056053881565959e-06 -0.00016826127193040474 1.5897027371717943e-05 -0.00028136581568167889 -9.726991453939981e-05 0.00025521162643422039 0.0028505168369162052 0.0014639344643115595 0.00015025551561862822 -0.00012785564748487221 8.7897644903188484e-05 -3.600502522730821e-05
leaf_count=14217 137967 66402 10118 4923 397 1473 5830 154 837 346 2683 251 1887 1920 10363 13044 2940 94 7188 5090 12000 12425 13609 167 43 20 6751 5739 9286 13767
internal_value=0 -0.0265857 0.00215326 0.0371869 -0.081545 -0.0543986 0.0559725 0.0770103 -0.0559773 0.0315538 0.0870605 0.00576232 0.00341918 -0.00188156 0.0943627 0.124764 0.014544 0.149413 0.0030534 -0.0121728 -0.0762702 -0.0952416 -0.168712 -0.27065 0.875233 -0.399617 0.0762886 -0.0634825 0.012191 -0.101403
internal_count=361931 170491 191440 53473 7044 6647 46429 36311 4040 3183 2837 5174 89238 87351 32271 23407 8864 3034 85431 71492 81253 69253 26244 12635 210 857 13939 43009 15025 27984
shrinkage=0.000980392


Tree=5160
num_leaves=31
num_cat=0
split_feature=612 697 839 416 765 766 1040 828 534 534 153 1033 290 1258 1178 142 146 362 148 633 420 1319 1320 1470 491 1069 1 1172 761 1256
split_gain=8.88019 11.8214 13.4752 14.24 14.0156 14.959 14.5487 14.1524 18.9154 16.4607 17.8764 13.5724 13.0882 15.2523 14.578 12.9856 13.2938 13.649 19.5614 14.2384 14.2245 13.7323 13.4412 13.3982 12.8738 15.1111 18.7479 18.8029 18.5864 17.0743
threshold=1.0000000180025095e-35 1.6146804744781753 -0.068721667763679273 0.25065829327047118 0.30466850774096571 2.0049190581741931 -0.88606329448238375 0.34521979736010694 1.9908389698617703 1.1099221671933444 0.91100642932720755 3.473905696798623 0.26599743092428235 0.28706480031351272 -1.2589467996120984 2.5600680055409772 -1.0815912747089638 -0.53724183379410251 -0.99423038055112622 -1.3026978279968715 0.45376132631096644 0.089532244815029485 -0.38630805262010898 -0.67653020368304262 -0.14618280034960793 1.0000000180025095e-35 0.74013236217335943 -1.1540915528851472 -0.23249634668507815 2.1137785158491624
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 24 4 15 6 -6 9 12 10 -8 -5 13 -9 -14 16 -4 18 20 23 21 -18 -23 -19 25 26 27 -3 29 -29
right_child=-2 2 3 11 5 -7 7 8 -10 -11 -12 -13 14 -15 -16 -17 17 19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00017988851057913115 -0.0020118553596026288 0.03266313275342126 -0.028343832163669182 -0.013964850226143381 -0.023531521685761187 0.093163298231503891 0.012416740947310169 -0.01890697691808323 0.1387561896530228 -0.040175129242241599 -0.032311633244268119 0.039707577506672552 -0.06377386031041192 0.036886981316249956 0.049318173177375101 0.032374877916002992 0.08363537482196326 0.10321277556841578 -0.021569181344962867 -0.0017168410985090609 -0.040183570310000312 0.049696212930646799 -0.060509874250605944 0.0055873644813572813 -0.0044663763053869026 0.010627464376556241 -0.026720832203556494 0.0031386366488524728 -0.020752670010647494 0.070508130817286296
leaf_count=295633 45494 348 664 3303 315 33 929 211 28 219 172 49 24 104 181 151 61 33 1079 2130 49 30 29 60 4655 2985 776 1440 686 60
internal_value=0 0.000106374 -0.0595132 -0.125742 -0.0551723 0.110736 0.0854918 0.163976 0.479124 0.01024 0.113272 -0.255651 0.393105 0.0576303 0.815721 -0.139104 -0.163803 -0.112909 -0.312579 0.00589369 0.454527 0.847291 0.0888835 0.986976 0.00524758 0.0909404 -0.0581625 0.046988 -0.0541453 0.141801
internal_count=361931 316437 20804 9854 6502 2216 2183 1868 548 1320 1101 3352 520 315 205 4286 4135 3471 1248 2223 169 120 59 93 10950 6295 3310 2534 2186 1500
shrinkage=0.05


Tree=5161
num_leaves=31
num_cat=0
split_feature=1423 1361 75 1449 21 360 83 496 704 1465 1463 1463 21 1167 489 770 28 1453 1331 1002 1455 673 1369 834 699 553 1319 464 1115 820
split_gain=8.80072 12.3592 15.0405 14.1762 21.9559 16.8343 18.0748 16.2443 17.8193 14.6819 22.2453 20.6348 25.4574 20.8732 17.0602 16.9068 17.1151 19.4349 18.2668 17.4914 16.8653 16.0985 16.0091 15.9589 24.9706 25.3138 26.9914 17.7868 15.7232 15.58
threshold=1.0000000180025095e-35 0.55035703183932794 3.8834849792475468 0.71251893840138358 0.62211875780133752 -0.30849155626668245 0.27315706587863336 -0.3255975111611264 1.4574846684037308 -0.13313348522110055 -0.29495524832799375 0.41776988432761558 1.3785497256249488 1.3188763453606918 -0.66043382657761163 -1.763395106780983 0.35259993268502415 2.064536973519659 2.3452783873419505 0.69854289147193727 2.5522110869383945 2.3425733592650508 2.8645187208279692 1.0000000180025095e-35 0.83370668724566843 1.0061251074570656 -0.0091786955745761841 0.66699641782368668 -1.109854230685694 1.3142566725829428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 7 6 -6 -5 -9 10 -2 13 14 20 -13 -12 17 18 22 -20 21 29 -17 24 27 -26 -27 -18 -15 -11
right_child=1 -3 -4 4 5 -7 -8 8 -10 11 15 12 -14 28 -16 16 23 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=9.2127105405499684e-05 -0.0092477558367768352 0.0015264907516212884 -0.038694787404012415 -0.0079339658867129473 0.043923519384418998 0.0053181589195082993 -0.0041480389739740947 0.0013251684169115431 0.027266041499182811 0.0038203327253301723 -0.030302566340020522 0.0077423136638259107 -0.04025329282134936 0.0082658688798673049 -0.01000440172432236 0.001124155799061649 -0.016497963239091092 -0.035446136717506703 0.041243361231966778 -0.049793703517886659 0.034744437288286183 0.032051253103710854 0.056075879095963156 -0.020292905013673344 0.013506047507816879 0.16517564045848865 -0.015368011082091107 0.019717991255549086 -0.015207051890349014 -0.01306508375554081
leaf_count=287068 14701 14966 267 3754 361 845 143 4474 417 10438 539 1383 329 1046 3378 9411 1226 269 365 54 222 329 84 1524 298 35 22 241 2591 1151
internal_value=0 -0.0293981 -0.0482957 -0.0457973 0.0411346 0.301708 0.624573 -0.013974 0.0749737 -0.0655196 -0.107074 -0.0130945 -0.157311 0.0349204 -0.10451 -0.0310982 -0.0156462 0.0385617 0.0570555 0.625932 0.0779821 0.0633249 0.0336508 -0.186014 -0.0237355 0.599497 2.09358 -0.179418 -0.181898 0.0480297
internal_count=361931 74863 59897 59630 9994 1349 504 8645 4891 49636 28769 20867 5090 15777 4761 14068 13529 10183 9914 419 12140 11918 9495 3346 1822 355 57 1467 3637 11589
shrinkage=0.05


Tree=5162
num_leaves=31
num_cat=0
split_feature=614 959 1370 795 705 470 484 702 119 832 773 835 768 1456 947 1469 512 365 939 1452 776 8 431 1221 209 831 710 848 140 832
split_gain=14.7287 18.5382 20.2773 18.3139 25.6194 19.6569 19.2273 20.4642 18.0654 22.4736 23.6075 18.9049 17.9229 19.9302 17.5098 17.4429 17.2394 16.9739 16.7815 16.7482 19.0375 17.7451 16.7101 16.4529 16.895 16.4185 16.1606 16.2871 19.6323 23.644
threshold=-1.0625654336828987 -1.2907225086880219 0.70223084764880606 -0.29258408639884992 0.28191752204954684 0.66595742291584703 -0.38529859338704892 0.82247273120287534 1.0000000180025095e-35 -0.10282351827283918 1.0697711959540106 1.7538554666622967 1.9376207329178159 0.11689593787942389 1.641280574724302 0.23550153252728254 -0.48835513880384507 1.0048316653452785 1.4307804817950061 0.039474337618497217 1.9960333702113955 -1.1248550410920686 -1.6433289694525792 3.5513468637286456 0.29073845635806289 0.70321420886131414 2.5579636957383234 -0.056973760515044693 -0.94003307609438946 0.054532662286436273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 12 4 15 8 23 -8 -6 10 25 -11 13 -2 -4 19 -12 -16 -1 -3 21 -21 -15 -5 -25 -10 27 -23 29 -29
right_child=1 3 14 6 5 -7 7 -9 9 11 16 -13 -14 22 17 -17 -18 -19 -20 20 -22 26 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-4.9645717292950232e-05 3.8844731287280578e-05 -2.3270932368029844e-05 -0.00018614613276455214 2.0456433237907922e-05 -1.1647281414984506e-05 0.00013764559095509637 -1.3580073308741273e-05 -9.864662778728108e-05 9.9588154930331106e-05 -3.9606389873048992e-05 4.0606732402582948e-05 0.00034213428552171577 -0.00024902340973408647 0.00065142930638407526 4.5265509530709076e-05 -6.6655478883833512e-05 -0.00071880810584566419 0.0010617907638552253 7.4193465106748023e-05 -0.00019837640507777154 0.00034967904142740663 -7.7258288224070683e-06 -0.00018185805484247734 -0.00078672366071025584 2.687827150057428e-05 0.00026258298523301949 0.00041893394869427447 0.0011178362522163198 0.00010581996748354239 0.00020237304387487638
leaf_count=83177 17769 19899 10460 54457 21935 11249 49867 20717 9528 7846 297 671 2035 147 481 18994 253 97 7979 1502 1110 6791 4772 333 272 3976 545 201 4151 420
internal_value=0 -0.00102825 -0.0579037 0.00542077 0.0269538 0.0601951 -0.0133152 -0.0392365 0.03802 0.0798321 0.132799 -0.0102314 -0.0184998 0.00211332 -0.15788 -0.00953713 -0.309517 0.218284 -0.0391259 0.0201024 0.077289 0.0537838 -0.154402 0.0172428 -0.390411 0.150791 0.0796934 0.060549 0.163961 0.5463
internal_count=361931 270775 35761 235014 109368 55755 125646 70584 44506 22571 14054 8517 24723 22688 11038 53613 550 578 91156 34619 14720 13610 4919 55062 605 13504 12108 11563 4772 621
shrinkage=0.000980392


Tree=5163
num_leaves=31
num_cat=0
split_feature=815 1154 324 557 349 1386 495 1450 1452 1118 1024 475 209 678 1041 1092 746 976 1082 1462 148 820 1348 816 153 1451 156 928 1045 1469
split_gain=8.91221 28.4226 15.2451 17.6041 17.3295 18.6954 16.9289 16.9387 18.942 16.3356 15.9083 15.7629 15.3198 17.5951 15.2276 14.9724 20.9023 19.3663 23.1953 17.0054 18.5823 16.9768 19.3146 17.305 16.5444 16.3887 18.7607 18.2129 16.7769 16.564
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.30024748613035462 0.531653798234338 0.31373578853243184 2.2946549210001383 -0.44975414142939646 1.0409243383084115 -0.25463425025491793 1.0000000180025095e-35 2.6500489782041443 -0.99972692031884824 1.6243751288565669 -0.7384796972154738 1.0127093791323547 2.6418189434053163 0.63418294355126392 1.0000000180025095e-35 -0.042537821935606991 -0.2086704683346475 1.0000000180025095e-35 1.5405729298544251 2.2619250002047715 -0.6966523317397153 0.043860538130293468 -0.09481047516759597 -0.52992354128753727 1.3649859192845575 1.510147188037138
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 8 12 -6 14 -7 -4 -14 -10 -2 17 25 -19 20 -18 23 -23 -21 -20 26 27 28 -17 -27
right_child=15 2 3 4 9 11 -8 -9 10 -11 -12 -13 13 -15 -16 16 19 18 24 21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0029658891888596208 -0.00010734335883371123 0.0013119001204626919 -0.029053793043739402 0.010569504600306947 -0.022801980486071866 -0.0059574732552292601 0.013976336989331376 -0.0022531619615666662 -0.03037247485418337 0.0013085715552562636 -0.032073503595943964 0.087905318403546123 -0.0080253141224323477 -0.040305090380473974 0.042594128752362133 0.0071683118609774631 -0.028810167119889082 0.0013280467091580633 -0.0048805433304923082 0.0049222198191068147 0.0044208078419641873 0.033058643888134488 -0.018801409830708417 -0.027758010213345702 0.02031542109130249 0.0052219322644137386 0.005432464321705549 -0.0063070679965699043 -0.031623371446517966 0.031918997059896731
leaf_count=80898 165913 65683 985 3450 755 1637 647 10129 54 1062 87 24 4719 238 184 2078 605 1991 369 443 255 285 109 302 1982 6447 4341 5859 148 252
internal_value=0 -0.0176131 0.00845816 -0.0448477 0.0531003 0.11833 -0.0895209 -0.106123 -0.211041 -0.157718 0.324047 -0.0904141 -0.247435 -0.197018 0.590039 0.00655147 0.0534828 0.071191 0.198047 -0.152342 -0.372532 0.0176521 0.37051 -0.170009 0.336056 0.0422803 -0.00342928 -0.0636928 0.0977636 0.125653
internal_count=361931 170552 89654 23971 6928 5111 17043 16396 6267 1817 325 1661 5942 4957 238 191379 25466 23467 4342 1999 860 1139 394 745 2351 19125 12426 8085 2226 6699
shrinkage=0.05


Tree=5164
num_leaves=31
num_cat=0
split_feature=785 1465 1458 1449 1462 624 1451 150 1079 1243 943 212 1468 501 1147 1452 1469 541 1468 432 556 1456 974 464 776 1449 710 702 570 18
split_gain=8.66513 9.71751 13.2964 15.3243 15.0677 16.1894 13.4122 14.903 13.0207 13.2909 12.7301 12.7401 13.5327 17.1651 12.7272 12.3037 15.7985 14.1891 13.9276 13.3735 13.2359 11.7919 15.3469 12.1473 12.3363 13.8837 21.4399 15.2455 12.2115 11.6841
threshold=-0.86283290253235112 -0.47452119297694806 -0.23643646033011245 0.64252989808173544 -0.19885837063566666 1.2645471044275653 -0.15707538432179122 0.055745403873175357 0.85386604821755141 2.1531997651927086 1.0000000180025095e-35 -1.2499956764296261 0.091500940309692316 0.1610686844237029 1.0000000180025095e-35 0.85148356494928035 -0.14610534581980375 1.3659504366457669 1.1169629351287809 -0.82942776078230318 -0.22728252082737793 0.62634535540376146 1.0183293189761609 2.639325589140284 -0.17669515006737646 0.33990150109962419 -0.38261822200128165 -0.23336140564464999 -0.11050261372219736 -0.61925406067961408
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 14 -8 9 -5 11 -1 -13 -14 -6 16 19 -17 21 -4 -20 23 -23 24 25 27 -27 -18 -28 -9
right_child=-2 -3 15 8 5 -7 7 29 -10 -11 -12 12 13 -15 -16 17 18 -19 20 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.032882423947166901 -0.00035237573513123934 0.0032085403054572526 -0.017347268521116708 0.011780327412190041 0.022821209136299685 -0.038487200875013478 0.011592767179282629 -0.068732139411190302 -0.033469361090281931 0.090248888014456297 -0.00032985116600601458 -0.024170980194456106 0.0048340557399754267 -0.038362618155823459 -0.02260036173559261 -0.0052886777641729119 -0.0015746749991925131 -0.057046871548355471 -0.064380919407368939 0.014529902702500411 0.00054315095420814084 -0.032037861374820134 0.06191186080014667 -0.072034440060177424 -0.008170481705085093 0.013763433519382931 -0.098570952915846513 0.029210124196132677 -0.018312068563022674 -0.013003195502146542
leaf_count=68 332372 19064 184 706 564 113 274 65 82 23 912 1494 499 168 93 686 354 80 86 2045 75 222 23 27 584 172 49 591 52 204
internal_value=0 0.0337963 -0.0221916 -0.103808 -0.154144 0.0468636 0.123099 -0.143675 0.200197 0.305453 -0.24139 -0.331885 -0.361657 -0.0969261 0.334478 0.0588708 0.103912 -0.212048 -0.0322644 0.238103 -0.67247 0.0184343 -0.449213 0.0818513 0.104638 0.238049 -0.213828 0.371442 -1.04885 -0.521104
internal_count=361931 29559 10495 5265 4454 1313 1200 543 811 729 3141 2229 2161 667 657 5230 4464 766 2235 2229 161 2074 245 1829 1802 1218 273 945 101 269
shrinkage=0.05


Tree=5165
num_leaves=31
num_cat=0
split_feature=181 64 292 1458 1450 70 906 1114 705 557 843 986 702 1464 1464 1031 1470 1464 1465 1093 1470 1469 1451 1452 1467 700 1456 1451 1451 1469
split_gain=13.0895 13.6341 16.8868 14.8471 15.7536 15.6149 15.6641 16.2915 14.6876 15.5725 14.5106 17.5872 17.3685 15.6561 37.1751 20.4608 20.9039 27.3618 28.3458 26.3544 26.2535 21.3333 21.0748 40.2388 27.4068 23.8346 20.4949 19.909 56.4086 35.6485
threshold=1.0000000180025095e-35 1.4455540108994724 -1.7663287268351435 -0.19179933198544472 2.4247292375315017 -0.17966955372544777 -1.397859989763836 2.5478550704504253 -0.46330323811509444 -0.98352202003340261 -0.84684127112484164 0.40428232392327629 2.2275443133153514 -0.46204076373648789 -0.42913060951834736 1.6568736917453439 0.13162590611144762 -0.25692825616955844 0.29401783374750207 1.0000000180025095e-35 -0.7672013769770587 0.37712882758393312 0.20971383832489085 0.15137389486705299 0.33834051249941316 0.95930823886645 0.13944338355182523 -0.19880594325380005 -0.23775761948138005 0.45581065817096128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 5 8 6 -4 -8 -5 -10 11 -1 13 -12 -15 16 17 18 19 22 -21 -18 24 -24 -16 -26 -22 28 -19 -29
right_child=-2 2 3 4 -6 -7 7 -9 9 -11 12 -13 -14 14 15 -17 21 27 -20 20 26 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-1.3532570166946372e-05 -4.0282214344999735e-05 0.00027842869469936368 0.00034560094955441014 0.00012400890810454972 -0.00041687617959639927 -4.5968704490399019e-05 -0.00026988236577569634 0.00082313279486237912 -0.00037089699706560191 -1.4235483614162167e-05 -1.1560184126014807e-05 -0.00013056339509092541 -0.00012304033190978225 0.00054681712714506488 -0.00012728427624029826 -8.2132175041812824e-05 1.4331599708728219e-05 6.2293414944401167e-05 0.00056762940225876606 -1.7633117047319981e-06 0.00076106396348620149 -0.00012703016195808622 0.00059383179342272212 -0.00088476262781667135 0.00051936124430330629 -0.0007838040845885055 -4.0533227749560164e-05 4.4646090568215917e-05 0.00051019867098931534 -0.00012639229828122848
leaf_count=35024 75166 856 277 4021 481 6860 6116 79 969 5538 86385 10816 4917 573 2758 11519 37495 27548 761 615 740 6582 543 108 517 82 214 25032 1308 8031
internal_value=0 -0.00270392 -0.0602068 -0.0730402 -0.00791693 -0.134901 -0.228769 -0.258232 0.0131102 -0.06268 0.00181592 -0.0387318 0.00917399 0.0123069 0.0284561 0.0255403 0.0333536 0.0574498 0.196436 0.138751 0.391779 -0.00544838 0.0454395 0.391157 -0.0293137 0.377338 0.613586 0.0431762 0.0856996 0.00574452
internal_count=361931 286765 25197 24341 11009 13332 6472 6195 10528 6507 261568 45840 215728 210811 124426 123853 112334 68257 6338 5577 1569 44077 4008 651 3357 599 954 61919 28856 33063
shrinkage=0.000980392


Tree=5166
num_leaves=31
num_cat=0
split_feature=184 284 967 58 411 1351 342 694 131 213 75 8 184 348 7 1139 1319 951 20 986 1383 49 1246 1451 710 1052 1256 459 1264 322
split_gain=8.73085 12.2811 17.6891 14.1283 15.6423 15.8231 13.9845 18.3363 14.0943 14.338 13.632 13.6023 13.1515 12.8076 14.347 12.9463 19.698 12.1888 12.5842 12.3511 12.0467 13.7516 13.1539 11.9537 11.8578 11.8566 11.8036 13.81 15.1221 13.2757
threshold=1.384368771371848 0.36238338862520991 1.4561822229935368 0.73855698839655315 -0.71878626413367297 -1.0000000180025095e-35 0.62493381283515304 -1.0177982228134472 0.23318464556329613 0.74416450860595351 -1.2211890397358378 -0.0050033141643689291 4.1337921110186775 1.2712436032355938 -0.25706406282259148 1.0632163485477784 0.99509782838923799 3.0194634035002808 0.7209294955770067 3.7216340223715432 1.6775124681873008 1.0000000180025095e-35 0.24688601448008177 0.29201411858153481 -0.83276694499521708 0.64999037789302672 0.71642060732101964 1.3603813214016403 0.63464209436877617 4.3152227894787387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 6 -4 -5 -6 7 8 -3 -10 11 -9 -8 14 15 20 -17 19 -19 -2 21 -12 -23 -15 -16 -13 29 28 -28 -26
right_child=1 2 3 4 5 -7 12 10 9 -11 13 25 -14 23 24 16 -18 18 -20 -21 -22 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=3.773471884809163e-06 -0.0033754948756198181 0.052394518934303282 -0.025823310604033561 0.11007752766940029 -0.040678542314694678 0.07384861140262583 -0.00076678843110366624 0.056669147197775306 -0.024437768114226238 0.059997293850062264 0.027049278176890037 -0.056938463938194628 -0.05974971895405852 0.0091373193910501329 -0.060148284950084632 -0.045173676783741762 0.043574650974159523 -0.060351870625140025 0.010528936800569277 -0.035485328821107852 -0.042285535411081383 0.01282162033918809 -0.03575116162336632 0.053966708441361366 -0.014231467786917015 0.064383892399578146 -0.0029992775804202963 0.088200099842108748 0.10217840861093508 0.073346807644416784
leaf_count=327143 24921 223 733 31 70 33 4657 141 108 33 658 40 83 258 73 155 40 126 45 315 54 283 158 106 1094 20 246 28 23 33
internal_value=0 -0.0447845 0.0309294 -0.357787 0.463321 -0.0491088 0.0618769 0.172999 0.686728 0.0619257 0.115277 0.739789 -0.0305231 0.0760102 0.0163396 0.192006 -0.408265 -0.0793804 -0.734264 -0.0735968 0.285628 0.33906 -0.0188125 0.486399 -0.162522 -0.311129 -0.11215 0.322161 0.124718 -0.238087
internal_count=361931 34788 9381 867 134 103 8514 3774 364 141 3410 201 4740 3209 2845 1348 195 25407 171 25236 1153 1099 441 364 1497 60 1424 297 269 1127
shrinkage=0.05


Tree=5167
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1229 648 704 813 650 1443 566 580 973 848 355 1179 1452 1470 73 705 1456 402 553 921 518 416
split_gain=12.9599 12.4081 17.1367 20.5833 22.028 34.987 23.4241 29.6756 31.2124 20.4296 21.3467 20.3622 19.1082 18.0453 17.996 17.0246 16.6635 20.951 19.0016 18.0563 17.4147 17.9925 16.972 16.878 16.726 16.4819 16.4617 16.4398 16.4137 17.3079
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 2.1641256470006294 1.6923072129381651 1.593744732512876 2.1059719136688364 1.0000000180025095e-35 -0.020548877484075464 3.0923382234878019 -0.16355268752948868 -0.56301713979646473 0.4926003403048807 -0.28624993602619125 -0.92301370910661007 -1.9708762701722997 0.13944338355182523 2.9541164636104842 -0.70113916377037711 1.0525743831388839 1.0794040238867422 0.90571909922259353
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 -6 11 -8 9 10 -9 -4 16 25 -5 -12 17 20 -18 -19 -2 -22 -23 -20 -24 -7 -10 -25 29 -14
right_child=1 -3 3 14 5 13 7 8 26 -11 15 -13 28 -15 -16 -17 18 19 23 -21 21 22 24 27 -26 -27 -28 -29 -30 -31
leaf_value=3.5942278787977468e-05 -5.1890134206109274e-06 3.6204382036689082e-05 -5.0908086734757425e-05 -6.8388088465565721e-05 3.1680914760963341e-06 0.00027976155013531486 -9.0353422375103365e-05 -0.00026940792374005259 0.00067018995388384568 0.00023396693983610998 -2.8852488174867712e-05 0.00011011465896142889 2.3280449386400729e-05 -9.5204967833264031e-05 0.00010622175374668437 8.9161984168699792e-05 2.1130218560415903e-05 -0.00013115400688094579 -0.00029671089093713114 0.0005409742158179906 3.5383330011655071e-05 -0.00011828364564848286 0.00022376995327055865 -3.1193558154466565e-05 0.00065213033274827837 -0.00064677877119298825 0.00020728396851263196 -0.00032878577533546424 0.0003980764047386441 0.00035955417907919342
leaf_count=29559 22418 21518 94773 82198 18652 4134 11003 2150 430 2316 13658 3837 4478 840 3066 13094 10991 289 2645 643 4246 434 1412 8170 569 85 1435 1141 857 890
internal_value=0 -0.0131756 -0.0174901 -0.0267802 -0.012422 0.0513802 -0.0241517 0.0223252 0.0566539 0.0364392 0.0177237 -0.0444224 0.0174138 0.210349 -0.0611261 0.0324929 0.00309764 0.0369111 -0.0465475 0.361949 0.025995 0.123423 0.271782 -0.115926 0.355832 0.265583 0.322459 -0.0705526 0.137558 0.0858722
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 31218 28902 98610 59183 5059 85264 26752 52958 30011 22947 932 29079 6661 2415 11956 1981 4219 1865 9311 6225 5368
shrinkage=0.000980392


Tree=5168
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 913 84 560 498 497 276 761 597 900 333 969 704 1191 1124 1328 360 293 1020 207 208 1174 415 428 2 566
split_gain=17.7221 15.7817 17.9974 21.8312 22.1519 16.8367 18.6077 17.6466 15.8119 22.7204 20.5268 17.2769 15.7515 15.8311 15.6433 16.5121 17.7781 15.474 16.0487 15.7146 15.4683 15.2324 15.1164 18.0737 16.3285 15.0453 17.0641 16.0597 15.6743 15.227
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 1.69116793757109 0.13067971497466105 0.56241006936257165 -0.33877502260186204 3.1596628491584919 -0.63749923242861428 1.0308016862606064 -0.12121415997224265 -1.0147207219938077 1.2439069627317199 0.061729565717099602 -1.3524890297790144 0.31972232794706168 0.80962666298123909 2.1590889378513896 0.9225625799555941 1.4758636233174329 -0.79712766438967786 0.55427967263016731 -0.62692194399260326 1.5024388058824332 -0.62248548054053054
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 8 5 7 -7 -5 9 -4 -10 -12 -2 -14 22 -16 20 18 -9 -20 -17 -22 -3 24 -24 26 -18 -28 29 -27
right_child=1 14 3 4 -6 6 -8 17 10 -11 11 -13 13 -15 15 16 25 -19 19 -21 21 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=3.9649423331945175e-05 -1.7855396117354942e-05 -6.0665763136408961e-05 -0.00028457610289198799 -0.00038849938696817641 9.0569463102257205e-05 0.00036037981613687599 -0.00070641032849391282 -1.9171311375428144e-05 0.00064694972562302181 4.1423492579663154e-05 0.00074713289293280329 -0.00121962630240905 -0.00060132811927279936 0.00027415995444980321 -6.7468601109779098e-05 0.0015128962807734825 -0.00050647421768286265 -0.00048351270487459453 -0.0012224458657838539 0.00049531586803107722 -3.7915438014065257e-05 0.0022422857088106544 0.00027321020740590205 -0.00027692107132489473 -0.00064617944483815457 -0.00016786680853602269 -0.0013506095439911733 0.0010210413980350707 -0.00056734617242977189 0.00033334833846798852
leaf_count=29559 201595 91767 2623 676 21461 107 458 1276 238 1822 28 62 107 1130 2753 77 328 268 31 555 112 20 1813 487 124 419 22 67 135 1811
internal_value=0 -0.0177109 -0.00820335 0.0425481 0.0678518 -0.108715 -0.494872 -0.0388286 -0.100831 -0.140078 0.345504 -0.549448 -0.0163844 0.214441 -0.0464978 0.0730861 0.187585 0.054626 0.122077 0.425972 0.827025 0.29184 -0.0556354 0.126401 0.226629 0.138153 -0.263704 0.589762 0.209866 0.254733
internal_count=361931 332372 232437 29605 24832 3371 565 2806 4773 4445 328 90 202832 1237 99935 5744 2991 2130 1862 586 209 132 94191 2424 1937 2782 417 89 2365 2230
shrinkage=0.000980392


Tree=5169
num_leaves=31
num_cat=0
split_feature=785 519 727 382 921 698 728 660 852 21 1452 1470 1469 1469 195 872 416 1223 209 876 1260 1020 563 498 794 631 276 1393 1183 1184
split_gain=14.9632 13.4822 16.2234 19.3842 17.4079 16.348 15.4343 19.8749 23.0694 22.2496 18.383 31.8895 19.5905 19.3738 17.8929 22.6369 20.2197 17.902 18.1006 18.0432 17.5093 17.4854 25.7381 18.9557 17.4672 18.4328 17.8714 17.423 18.8158 17.3846
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.62154522891879982 -0.57608947919282716 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.4926003403048807 0.84122639276026845 -0.1067644305262897 1.6911153983873026 0.69976010066948824 3.0757328524286596 1.8189509286970231 1.0000000180025095e-35 1.2739501719214241 1.0000000180025095e-35 0.72229021684641748 2.1590889378513896 -0.22119805304004453 1.7244653442151952 2.2041218380651819 1.3322478762313528 -0.98795118372329749 0.86267099196819863 -0.15306791814295231 0.028616409840118356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 10 8 -8 -9 -2 13 -13 -12 15 21 17 -16 19 -19 -21 24 23 -23 26 -26 -11 28 -24 -18
right_child=1 2 3 -5 5 -7 7 9 -10 14 11 12 -14 -15 16 -17 29 18 -20 20 -22 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=3.8495022968620614e-05 -7.8920270680399752e-06 -3.3127999895721332e-05 0.0001180011668664351 -8.1301279330416404e-07 -0.00012105857492995577 0.00054652339545012754 -2.4406933568061835e-05 0.000173309755983447 6.7957231273301481e-05 -0.00014385135702186375 6.181271625439531e-05 0.00031603878820631628 0.0011351657203652115 -0.00072600795904252896 -4.3245567878628816e-05 0.0002439781290032715 -1.399032268463723e-05 0.00011548534549721685 -0.00015791277470230821 -8.3958557176016803e-06 -0.00051488398764111076 0.00020625043821359451 0.00018525906727976936 0.0011031487728570648 -3.2475188114278723e-06 0.00032957515674378546 -6.0656277764098963e-05 -0.00050570968483440546 -0.00026909071891223642 -0.00047109332578306709
leaf_count=29559 46144 9447 5317 5700 209 845 43145 3398 20541 21245 11629 996 147 267 19929 1149 853 12449 1711 3204 447 1973 1105 98 6154 1087 111065 440 809 869
internal_value=0 -0.0142316 0.0379502 0.0875565 0.168931 0.424351 -0.018726 -0.0275386 0.00798276 -0.0409253 0.0143637 0.0880436 0.435396 0.0526843 -0.044292 -0.058138 -0.00106343 0.0102792 0.057759 0.0801069 -0.0624508 -0.0613946 0.0803124 0.266408 -0.0669021 0.0479135 -0.0739563 -0.0846965 0.0062704 -0.246869
internal_count=361931 332372 21518 12071 6371 1054 310854 251671 63686 187985 59183 13039 1143 11896 184587 145125 39462 37740 17811 16100 3651 143976 4425 2071 139551 7241 132310 2354 1914 1722
shrinkage=0.000980392


Tree=5170
num_leaves=31
num_cat=0
split_feature=785 263 150 933 519 728 926 507 1010 965 1392 869 909 1323 359 885 902 634 1246 296 885 197 1254 771 984 1329 1470 807 1454 968
split_gain=17.1096 14.9525 21.2606 22.1718 21.548 20.3433 27.7966 26.8189 21.5442 20.7622 25.0712 20.67 28.2139 20.6259 19.681 19.0018 19.1716 18.9707 18.9364 18.851 18.6139 18.3667 18.2014 18.1099 17.6497 17.4793 17.8294 17.3122 19.2039 18.0617
threshold=-0.86283290253235112 0.66115833724634121 -0.65861799563611811 0.68806224955729689 0.65569131416984383 -0.90320472132347296 1.0000000180025095e-35 1.0941628986121894 3.0713252103476614 0.10980254379742337 0.33884867167867055 1.0000000180025095e-35 0.9119020701661501 -0.20759369672708256 0.44436623995162067 1.0000000180025095e-35 -1.057902093378664 0.58698516535377754 -0.77826464138659079 -0.8071344086688389 3.5474713574483379 1.7525974049969186 -0.77879809762052277 1.5265272373495906 1.4082440313939608 -0.83327260478341436 0.90035976664767026 1.0000000180025095e-35 -0.99563425846005404 -1.0907083362438954
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 15 7 8 9 11 10 -2 14 13 -13 21 -4 -17 18 -15 -16 -18 -7 -12 -5 -20 -24 -27 29 -29 -8
right_child=1 2 3 23 -6 6 27 -9 -10 -11 22 12 -14 17 19 16 20 -19 24 -21 -22 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=4.0047217280150345e-05 -6.1383237629433022e-06 -5.2023205976537848e-05 -5.1771644322526725e-05 -4.7217632246879483e-05 0.00013418420436487249 3.0781263002640366e-05 7.2025228425448725e-05 0.00014354791178859295 0.00020657379343783441 -6.2352113972923373e-05 0.00046643681056571359 -9.2354621374111877e-05 -0.00019800562212867807 0.00029526935952089322 8.5544517000175357e-05 -0.00022769045415321694 9.0870201669531866e-05 -0.00010818956403797224 7.025557145382916e-05 -8.515262819519473e-05 -0.00040462048361900607 -0.00014967586788029404 -0.0003784184823214458 -0.00076408681244706522 -0.00030241839448297649 8.2800857109996143e-05 0.00043609606302831561 -0.00086990010659350003 -0.00013052736577222362 -6.7622787144390044e-05
leaf_count=29559 17036 19676 10867 8502 11049 58979 9209 6453 1980 19348 879 19486 8499 1895 3840 1062 15469 4095 8168 19086 314 3976 346 161 1101 3711 829 334 22011 54011
internal_value=0 -0.0162822 0.0121404 0.0354163 0.0576393 -0.0254138 -0.0363302 0.0173264 -0.015522 -0.00609312 0.0419911 -0.0197474 -0.0671846 -0.0349339 -5.30932e-05 0.025236 0.0661083 0.0315121 0.085668 -0.0569771 0.0825445 0.0220615 0.169051 -0.061228 0.0364979 0.116326 0.152558 -0.0747928 -0.141967 -0.053656
internal_count=361931 332372 67100 47424 38761 265272 216670 48602 131105 42149 22801 129125 43244 34745 85881 27712 16845 15259 11164 22926 15783 62955 5765 8663 9269 4886 4540 85565 22345 63220
shrinkage=0.000980392


Tree=5171
num_leaves=31
num_cat=0
split_feature=785 519 728 660 852 21 126 1223 872 1020 563 650 699 1393 794 1243 631 498 973 848 355 1179 1452 1470 361 1124 489 1160 736 705
split_gain=16.1214 14.2359 18.6177 22.1044 23.5031 22.0505 18.6699 22.0101 21.9269 19.2559 23.7149 18.6587 18.2329 17.8393 17.6898 18.3481 18.2989 17.5696 17.5586 22.9437 19.4468 18.2711 17.607 18.0689 17.4357 17.5459 18.7275 20.0395 17.482 17.2414
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.70880289725806289 1.0000000180025095e-35 3.0757328524286596 2.1590889378513896 -0.22119805304004453 1.6923072129381651 0.034841831610120742 0.86267099196819863 2.2041218380651819 0.22991414747585318 1.3322478762313528 1.7244653442151952 -0.020548877484075464 3.0923382234878019 -0.16355268752948868 -0.56301713979646473 0.4926003403048807 -0.28624993602619125 -1.0288879656311021 -0.4355962831655476 2.9919667345992629 0.68536004617275303 1.470578089058822 -1.9708762701722997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 24 -5 8 -8 9 14 17 18 -10 -12 15 -7 -16 -11 19 22 -20 -21 -2 -24 -4 26 28 -28 -26 -22
right_child=1 -3 3 5 -6 6 7 -9 12 10 13 -13 -14 -15 16 -17 -18 -19 20 21 29 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=3.9599618661959489e-05 -5.5452750922380111e-06 3.7738716976959597e-05 -0.00015974681220237388 0.00016995871411166095 6.8559333471854479e-05 -5.7568316608382667e-05 -6.0876405312440414e-05 5.0020085943304887e-05 0.00043126909351100197 0.00020512625187131444 1.7557865826264869e-05 0.00013258053156356753 -0.00012911226358857652 -0.00050308044028964354 -4.2935388037052632e-06 -0.00012407730540181717 0.0003294676789888492 0.0010622773704829936 2.0031021819590424e-05 -0.00011928259340385366 -0.00030081712427375431 0.00055682993475095666 3.5503263126013391e-05 0.00026684533332800483 5.8734066309521944e-05 -5.0298290142635102e-05 0.00096049930313640689 -0.00045272057073013643 -0.0003048875300743214 -7.1231329484361787e-05
leaf_count=29559 22418 21518 5477 3398 20541 94167 19755 17923 733 1968 1916 6225 439 435 6229 39853 1069 100 10991 289 2645 643 4246 2415 13575 22854 185 62 992 9311
internal_value=0 -0.0151024 -0.0197182 -0.0293866 0.00806064 -0.0434915 -0.0468365 -0.00129122 -0.0605291 -0.0637243 0.0849911 0.0166264 0.23761 -0.073329 -0.06941 -0.0764189 0.0456538 0.263611 0.00249552 0.0371783 -0.0483972 0.377211 0.0257728 0.123645 -0.0251161 -0.00814324 0.0531154 0.639213 0.0414665 -0.118477
internal_count=361931 332372 310854 251671 63686 187985 184587 37678 146909 145737 4419 59183 1172 2351 141318 134020 7298 2068 52958 30011 22947 932 29079 6661 43145 37668 14814 247 14567 11956
shrinkage=0.000980392


Tree=5172
num_leaves=31
num_cat=0
split_feature=1028 407 306 363 686 1458 690 698 906 1456 276 1461 560 1083 1459 1454 974 1450 1465 1458 943 1465 970 553 432 275 1320 1178 1117 1016
split_gain=15.8453 25.1084 17.1939 19.7891 19.4388 23.4106 19.596 17.5888 17.4311 16.9452 17.6459 19.9916 18.4216 17.1422 18.5349 20.1013 18.4935 20.7325 20.1211 22.1759 21.2861 19.5777 23.3897 19.2975 22.3051 18.8589 17.0139 17.3406 21.7242 22.7526
threshold=-0.96688480048775205 -1.2965003005540392 0.53264162753174826 0.42328335955654661 0.45089741549439122 -0.38373252452445611 -1.1124110037020467 0.47597130149650119 -0.71047274005410377 0.086884870144167459 0.51239841603722114 3.9993613276323443 0.69938096432954089 1.0000000180025095e-35 0.40413748344094969 3.8331818028246452 1.3913630271989776 -0.10640331734405503 -0.27106818942133887 -0.25149012508983032 1.4693784537238983 -0.46084089787380461 0.7701545154026761 0.022211985314598417 1.2898465443661526 0.71038197648757995 -0.45902335058422578 -0.57333694926911372 0.3067676697037513 1.6368561230301943
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 7 5 -5 -6 -2 -9 13 11 -11 -12 14 15 16 18 -18 19 21 -20 -1 -23 25 -25 -24 27 -21 -29 -30
right_child=1 -3 -4 4 6 -7 -8 8 -10 10 12 -13 -14 -15 -16 -17 17 -19 20 26 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.00018201304233690389 -0.0001210949934504157 3.5875854376448087e-06 2.413370100406865e-05 -0.00060994533210413377 0.00034488484817533769 -0.00019046819261369497 -0.00017675048902490039 0.00022735895530205655 -4.4731260510876599e-05 -0.0001653541880492035 -7.928407562207705e-05 0.0004818395897053435 0.00025836200043092791 -8.802627517247358e-05 7.122889960048711e-05 0.00054860095963021405 -3.9413625209989368e-05 0.00026381079625790088 -8.6737870854509619e-05 0.00038740966252111248 -0.00038262302102722381 -5.3404211711849622e-05 -0.00016882673884282938 0.00073066816910838362 0.0027564041630418045 0.001303596208743094 2.3378987340341714e-06 -0.0001976457711237492 0.00052448543609128449 -0.00095654044976173336
leaf_count=6284 13161 223926 8215 1671 686 2446 2925 1981 4975 16876 4103 220 1316 22044 14028 255 2909 2088 17610 1671 2868 1651 284 244 46 67 5757 1008 551 65
internal_value=0 -0.00422187 -0.0696357 -0.10447 -0.229585 -0.351557 -0.0618391 -0.0631051 0.0382117 -0.0417319 -0.109807 -0.154572 0.0249042 -0.0247396 -0.00225927 -0.0306592 -0.0360503 0.0986967 -0.0579748 0.00674226 -0.115722 -0.0991867 0.104565 0.548777 1.09601 0.144766 0.0892023 0.226484 0.0405887 0.381545
internal_count=361931 259986 36060 27845 7728 4117 3611 20117 6956 101945 22515 17096 5419 79430 57386 43358 43103 4997 38106 17628 20478 8576 2292 641 290 351 9052 3295 1624 616
shrinkage=0.000980392


Tree=5173
num_leaves=31
num_cat=0
split_feature=181 852 970 840 1457 196 607 1170 84 641 1370 290 1461 1458 1444 217 984 572 777 365 1372 1052 1383 569 3 1191 911 1188 1104 694
split_gain=8.9188 11.9711 19.183 19.6114 16.5348 20.0715 18.4001 17.9533 17.1494 16.3828 15.948 15.8535 15.4531 16.9326 17.2195 15.9569 15.2518 17.0818 15.226 18.2808 18.6875 15.1399 14.8383 14.7524 15.0632 14.7705 14.6238 14.5419 17.1671 16.973
threshold=1.0000000180025095e-35 -0.22706799479215015 1.278368520573322 0.76398357398020311 -0.24981860190110738 1.0000000180025095e-35 3.391240016303716 -0.3903750793899049 -1.2849314844839375 3.4775075420067885 3.9168780112386941 2.6949990207679364 0.56849382259836123 0.20667703603638712 0.61050815248025436 1.2277262022816646 -0.44470657797093854 -1.2237178158119233 -0.66660554401358452 0.32159254842930635 1.7231870616215912 -0.95756540886641572 0.43071383641387445 2.6266054026171295 1.4156462626556821 4.7607379442394828 0.87907686777168748 0.57480663884093319 -0.50354322854343614 -1.2597820711921912
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 8 7 -7 -6 16 -3 -5 13 14 -1 23 17 -4 19 -18 -21 -20 -9 24 25 -16 -15 29 -29 -10
right_child=-2 10 9 11 5 6 -8 22 27 -11 -12 -13 -14 26 15 -17 18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0030033052277669467 -0.0015163178180838065 0.00069057017880343099 0.047281951834322364 -0.0053783448737068891 -0.01109884756978609 -0.00053711745209050808 0.046452323879343733 0.0035310415996078846 0.023059701023053682 0.040211337911362263 -0.037413146315997965 0.030099687407519612 0.0033414382271052361 -0.00064614982744670279 -0.021226539300313679 0.010679444588782035 -0.0041239268588423679 -0.03299783448716264 -0.020206171557956124 0.027865571031332581 -0.034006948816461123 -0.005481960588645053 0.011141524590958804 0.038571474762057266 0.01128800460979938 0.081907450675787349 0.010757116687011424 -0.0051553637541205174 0.010450737694275583 -0.0024823128705833554
leaf_count=23943 75166 171216 44 11694 2470 10167 135 10302 356 147 212 140 7826 7465 3002 460 1547 711 1464 658 116 7547 5105 97 278 21 1730 1407 3083 13422
internal_value=0 0.00146453 -0.0181158 -0.00849598 0.0038843 0.0355653 0.0810995 0.0761561 -0.0193206 -0.12016 0.0131706 -0.0972001 -0.0294204 -0.0504361 -0.0821235 -0.252915 -0.130688 -0.531304 -0.107816 0.0763624 0.405854 -0.160317 0.123497 -0.318341 -0.347866 -0.40669 0.034782 0.00391685 0.116752 -0.0355308
internal_count=361931 286765 115337 103103 91269 46447 25709 25574 20738 12234 171428 11834 44822 36996 27801 3858 12087 755 11332 2321 774 9011 15407 3398 3301 3023 9195 18268 4490 13778
shrinkage=0.05


Tree=5174
num_leaves=31
num_cat=0
split_feature=545 959 1094 795 727 588 1356 747 785 660 513 145 498 484 702 706 695 216 426 558 641 64 980 1461 1466 289 1361 395 1370 839
split_gain=13.7655 16.0963 19.9138 17.0587 23.8566 25.9232 25.1475 23.9356 22.3037 19.6411 20.8368 25.317 20.6501 18.9577 19.63 18.4262 18.0711 17.5656 24.1641 16.8709 16.7895 16.6063 18.2258 17.0117 16.3716 16.0053 15.7429 18.0594 17.9267 18.3161
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.29258408639884992 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 2.2668746584208797 -0.86283290253235112 -0.72421686037558375 1.0454229551509682 -0.74296541412576722 0.76359732391387336 -0.38529859338704892 0.82247273120287534 1.5724059030450566 2.737480222402255 -0.55682204452499195 1.6609284024027213 -0.49319766103462648 3.9256961922190565 0.58408534944085788 -0.66481406174213398 -0.21004840118973137 2.5621452872994568 -0.4970159700163635 1.0000000180025095e-35 2.6319337651347476 1.0000000180025095e-35 0.10237443806378051
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 15 6 8 -8 -6 -10 12 19 17 21 20 -3 -7 -11 -19 -12 -15 -5 -23 -24 26 -21 27 28 29 -4
right_child=1 3 24 13 5 16 7 -9 9 10 11 -13 -14 14 -16 -17 -18 18 -20 25 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.8111446411324317e-05 2.4160624779266509e-05 -3.2065936142775954e-05 0.00046462660747820017 2.8322809923308824e-05 0.00010044199210580663 0.00023660875043472331 0.00012593920322332637 -0.00035605081593553648 6.4444741572583107e-05 -2.5597072795298431e-05 0.00017775217277549301 0.00022718536235911277 2.6472056131350358e-05 -1.8223039303260833e-05 -9.935365499397061e-05 9.7394264209581916e-05 -0.0014484414492963611 -0.00016069873744844402 -0.00057218429192300324 0.00011513777580454396 0.00057270038652749468 9.3198842011587663e-05 -9.8550784716246366e-05 -0.00043841062761780346 0.00021735873443381911 -0.00077316725272236003 -6.7780331671321231e-05 0.0010222248057650241 -0.00027173945769330438 -0.00048980028476562523
leaf_count=94059 13044 41007 550 47352 10261 3653 15759 477 8574 4504 263 1918 5382 48264 20167 6841 30 7766 934 123 239 1979 3325 1217 765 287 13788 68 9080 255
internal_value=0 -0.00255968 -0.0541262 0.00367225 0.024572 0.0538242 0.0413476 0.11354 0.0100472 -0.0210453 -0.060011 0.112621 -0.0901213 -0.0145926 -0.0406023 -0.0145607 0.228046 -0.141776 -0.20589 -0.244409 -0.0155168 0.0159717 -0.101286 -0.186606 -0.100937 -0.510509 -0.115917 -0.219872 -0.23411 0.18491
internal_count=361931 267872 37550 230322 107779 59931 56248 16236 40012 29751 21177 2591 18586 122543 68670 47848 3683 13204 8700 673 48503 53873 6521 4542 24506 410 23741 9953 9885 805
shrinkage=0.000980392


Tree=5175
num_leaves=31
num_cat=0
split_feature=470 464 1367 115 820 718 701 54 628 552 494 79 218 347 1051 417 1304 351 1250 224 567 1251 978 841 1312 288 1051 552 1324 283
split_gain=8.88108 16.7727 14.3456 14.9111 13.9094 16.2319 16.6258 15.1587 15.6626 14.7405 14.4352 13.9001 15.9928 14.4153 16.4199 13.7904 17.1179 14.8682 14.3228 15.6659 14.0455 13.6814 13.4677 14.6957 13.4858 15.7566 13.3017 16.8869 13.302 15.3057
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61047007421192445 1.3947035982071894 3.9779455091949525 1.0159173274103563 -1.8835857887689234 2.8571107612274447 1.8732698406640809 1.9779680042589922 -1.5026393024081099 1.758932513622453 -1.0000000180025095e-35 0.86452283408927377 0.47565279672919797 0.89523473861027025 0.56633490548814824 -0.5081152509708099 -0.78109334973905209 0.066799239653441617 0.7501761763984065 1.9656143999485141 -0.15046787429846573 1.5869889905276673 0.82800314477937109 -0.29700407144457869 1.9754410165676262 -0.44785867327466328 1.5048754259806196 -0.15095493511142274
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 9 8 10 -7 -1 13 -13 -9 -15 17 22 -8 -18 20 -20 26 23 -17 25 -24 28 -28 -4 -30
right_child=-2 -3 21 -5 -6 6 15 11 -10 -11 -12 12 -14 14 -16 16 18 -19 19 -21 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.018384906660045008 0.00030567447737138117 7.7895635343500181e-05 0.0026154648403579925 -0.011530229456883728 -0.035409179848809563 -0.023616289228333909 0.010909555768928028 -0.022364529702699889 -0.017205668958600314 0.056813916755529228 -0.0023396457929880893 -0.013202098361767374 0.11638278064686894 0.043136816238804165 -0.039327723801333786 -0.020795178479041471 -0.032749842133773972 -0.0032784722291846614 0.033221972728091027 0.063788816302968288 -0.034841876872237575 -0.019906350340852651 0.049037244540031256 0.064964323351689376 0.088339415724159154 -0.023593641729197579 -0.014919616434100986 0.039164807845157336 -0.033909892010892471 0.0056072166524057613
leaf_count=2369 191352 89765 9958 7563 324 910 2263 1691 2644 56 46270 45 29 110 65 377 55 3732 187 173 57 613 81 23 38 94 146 284 357 300
internal_value=0 -0.0180423 -0.05112 -0.0695302 -0.0577259 -0.0547993 0.0590391 -0.0744014 -0.0642049 -0.359339 -0.054804 -0.313972 0.86037 -0.360694 0.322546 0.0962288 0.340593 0.0387204 0.649563 0.769518 0.400334 0.0298313 0.0442332 -0.254205 0.517165 0.22484 0.047756 0.472951 0.0294808 -0.325542
internal_count=361931 170579 80814 69156 61593 61269 8046 53223 51283 966 48639 1940 74 1866 175 7080 1085 5995 472 417 244 11658 613 400 213 175 11045 430 10615 657
shrinkage=0.05


Tree=5176
num_leaves=31
num_cat=0
split_feature=785 544 1292 535 1162 1180 1041 498 901 1381 292 1386 348 1040 29 508 1337 694 62 218 568 708 975 284 901 1255 430 815 1365 563
split_gain=8.89137 10.0171 11.3275 12.1104 12.3236 13.3252 14.4348 13.4396 12.3408 12.5384 16.0446 15.7177 13.7321 13.396 12.1141 12.3766 14.0171 11.8524 11.4323 11.3861 11.9572 16.0593 14.9838 11.8258 11.0653 12.6113 12.3156 14.6312 12.8737 11.5622
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.55589114818425467 -0.80008237693906026 -0.30877967174581755 -0.087864931699674284 1.5706612104604398 -0.036528665502997208 0.8680285561519554 0.02850794289288517 0.037870059042333155 -0.15066169626430356 1.7096105434966007 1.0000000180025095e-35 -0.86991531939468947 -0.34258522653082307 1.1295246676492809 0.47911166745419087 1.5582482860104885 -0.11318214512559163 0.6709399090474385 0.9872655730566321 2.0724562076678832 -0.70225055082195043 0.45865298747504007 0.67237773758774566 -0.42638832581415231 0.87726564771096738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 14 18 6 -6 -8 9 -7 11 -11 -13 -14 15 19 -17 -18 -5 20 -4 22 23 -22 25 29 -27 -28 -29 -19
right_child=-2 -3 3 4 5 8 7 -9 -10 10 -12 12 13 -15 -16 16 17 24 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.00048873768067070485 -0.00037026801430640604 -0.0017191758038305354 0.0086354582866124529 0.018789081461521411 -0.054894792262092068 0.0086044807248661214 0.025575010106377829 -0.044430650751062749 -0.060141598421308999 0.014772573645427726 -0.076949579455217937 -0.082464657827941532 -0.060977819824691928 0.042962213910737929 0.021326384833337892 -0.023817814735253618 0.0090417722093474231 -0.042278929000974748 -0.024940214333566694 0.019775186296832455 -0.063832358037895248 0.043905995991034542 0.0318947371578681 0.028825583010701303 -0.073261269883602875 0.010579217287437603 -0.0051332482487339015 -0.14635307287537033 -0.031526406304833658 0.024401821858338422
leaf_count=10869 332372 8361 2795 488 141 661 73 58 48 159 49 49 27 31 729 314 1992 162 86 1185 120 41 28 26 29 663 266 21 49 39
internal_value=0 0.0339693 0.059619 0.11432 -0.0461185 -0.161456 -0.594043 -0.0854335 -0.0471806 0.00290028 -0.359718 -0.150464 -0.78878 -0.0861142 0.152429 0.124816 0.0206851 0.0647865 0.234931 0.206555 0.132583 -0.376416 -0.675645 -1.00589 -0.109102 -0.0743937 0.0345673 -0.33445 -1.36722 -0.579325
internal_count=361931 29559 21198 10329 1870 1296 272 131 1024 976 315 266 107 58 8459 7730 3535 3221 574 4195 3010 215 174 146 1229 1200 999 336 70 201
shrinkage=0.05


Tree=5177
num_leaves=31
num_cat=0
split_feature=614 959 1370 795 705 854 797 794 851 755 1329 493 566 659 768 1456 340 402 936 723 236 214 133 980 425 947 4 74 772 1469
split_gain=13.2236 16.9454 20.2646 18.1652 25.1831 19.9183 59.0233 20.7921 21.6608 19.3903 20.2488 19.5154 19.3784 18.1328 17.8376 19.579 17.6443 18.1028 17.6097 20.7735 17.603 20.6718 20.5402 20.8388 17.4647 17.3333 17.3002 17.2717 17.1779 17.0653
threshold=-1.0625654336828987 -1.2907225086880219 0.70223084764880606 -0.29258408639884992 0.28191752204954684 -0.87473648844905705 0.63961785378869596 2.2041218380651819 0.68308976018130074 1.2103694265132638 1.7049693232264631 -0.79147627600772263 1.7603402020327763 -0.65794869715300641 1.9376207329178159 0.11689593787942389 1.8162821653890682 -0.92710518500779682 0.30310323293594316 -1.0570063487222232 1.7308206281173568 1.4611095838198287 1.0000000180025095e-35 -0.31052711210116629 -0.2604790206033305 1.641280574724302 0.87876840991019012 -1.7863694194860995 0.43729382674941125 0.23550153252728254
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 29 6 -5 9 28 10 11 24 16 -8 15 -2 17 -6 -13 26 -11 -22 23 -23 -7 -4 -20 -21 -9 -3
right_child=1 3 25 5 12 7 13 8 -10 20 -12 18 -14 -15 -16 -17 -18 -19 19 27 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.6665766948800084e-05 4.0686906339674057e-05 1.9112031404176019e-05 -0.00018392974981685275 -5.9231797551381107e-05 -0.0002112570378100368 -5.5821402325428303e-05 -9.3208254861483757e-05 -0.00092693598793444209 -0.00026328742710594985 9.6841060173857098e-05 -0.00017784591844250558 -3.0966961193213355e-05 0.0002101628252726328 0.00030348768456372457 -0.00024648207789974396 -0.00014801452110571378 -0.00013884343942206743 6.258485876397765e-05 0.00018878425106451984 0.00091915148702249655 -0.00070203197221187946 0.00087510074871483337 -0.00057038650374563091 -0.00032373152743030479 7.3827486925333343e-05 0.00021428321650182307 -0.00039295572000598843 -0.00014502688184815944 0.00011527315290015238 -6.6371411169732314e-05
leaf_count=91156 17769 34619 10460 7087 1422 8476 615 103 936 9294 5717 48506 3525 3815 2035 4919 3033 47775 1461 74 410 204 267 161 12507 578 284 17161 8568 18994
internal_value=0 -0.00127682 -0.0556988 0.00489127 0.026358 -0.0137714 0.0729273 -0.0232433 0.0757948 -0.0328444 -0.0425056 -0.0344905 0.0593487 0.258218 -0.0162782 0.0043013 0.0480178 0.0570677 -0.0537106 -0.115063 0.0678411 -0.258184 0.0402894 0.400879 0.0245554 -0.155731 0.103628 -0.14269 0.108346 -0.00984182
internal_count=361931 270775 35761 235014 109368 125646 11517 114129 9607 104522 94186 88469 55755 4430 24723 22688 52230 49197 67486 18980 10336 1042 632 365 20983 11038 1745 17235 8671 53613
shrinkage=0.000980392


Tree=5178
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 913 84 560 647 590 796 1224 772 381 1466 983 672 1191 1124 1328 498 497 276 761 1177 597 1467 900 714 588
split_gain=15.0793 14.0914 16.6514 21.6341 21.485 16.8922 18.4976 17.7428 16.1508 35.0623 15.708 16.2832 15.9889 16.7215 16.291 17.573 17.4062 15.5807 15.9444 15.6666 15.4913 22.2809 20.4652 17.3567 15.1371 15.0746 16.0249 15.7118 15.4912 32.4224
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 -0.87782724458594241 0.58895901036483078 0.38087715954262297 1.9980862990756834 -0.28708682036526079 -0.32502189658861175 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 1.2439069627317199 0.061729565717099602 -1.3524890297790144 1.69116793757109 0.13067971497466105 0.56241006936257165 -0.33877502260186204 -0.80577776936292356 3.1596628491584919 3.2089320700182484 -0.63749923242861428 1.0000000180025095e-35 2.250834115212506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 25 20 5 7 -7 -5 9 10 11 -3 13 -12 -14 16 -16 18 -9 -20 21 -4 -22 -24 -11 26 28 -27 -2 -30
right_child=1 8 3 4 -6 6 -8 17 -10 24 12 -13 14 -15 15 -17 -18 -19 19 -21 22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=3.7961684575723865e-05 1.572926961515795e-05 -0.00016712867891482074 -0.00028207803962649144 -0.00038716887292559597 9.0430846362549625e-05 0.0003596056627756211 -0.0007049481894106103 -1.5426148829617966e-05 -5.0797096034978718e-05 -0.00010955955123967967 0.00095979223722929003 0.00079709447814500626 -0.0003176004926832988 9.7209484707402183e-05 0.0008126163763746934 -0.00060199469962929689 -0.00079876784197157344 -0.00048210940708499011 -0.0012195682575549781 0.00049797080552358385 0.00064342627870198434 4.1001889755479773e-05 0.00075012402326986316 -0.0012230727950180041 0.00045440028112302534 -0.00060169451395311244 0.0001344958509457799 0.00027170954494158228 -3.9778530747693303e-05 9.2378645864280408e-05
leaf_count=29559 51768 3226 2623 676 21461 107 458 1276 93730 264 235 157 540 276 229 100 58 268 31 555 238 1822 28 62 1120 107 3115 1130 138074 8638
internal_value=0 -0.0149965 -0.00600587 0.0428514 0.068066 -0.106016 -0.49344 -0.0359762 -0.0422496 0.0761291 -0.0398078 -0.137442 0.172742 0.515382 -0.0231149 0.334092 0.601519 0.0577838 0.125609 0.428772 -0.0999863 -0.138866 0.342102 -0.551943 0.359733 -0.0138871 -0.015678 0.212152 -0.0185155 -0.0308737
internal_count=361931 332372 232437 29605 24832 3371 565 2806 99935 6205 4821 3383 1438 511 927 387 287 2130 1862 586 4773 4445 328 90 1384 202832 201595 1237 198480 146712
shrinkage=0.000980392


Tree=5179
num_leaves=31
num_cat=0
split_feature=131 551 1111 536 499 637 1113 365 561 1255 222 1 1337 139 1316 1186 966 692 556 1122 864 1459 1466 1248 1048 83 1053 769 814 773
split_gain=8.94551 13.6675 18.9579 15.6718 15.7882 15.2221 14.7944 14.2949 15.4583 15.4308 17.4321 14.2905 14.5448 19.8032 14.1374 14.7055 14.5537 14.3143 13.9081 15.0516 13.669 13.5474 13.4099 14.032 13.2651 13.0817 12.8884 14.7263 18.6464 18.5429
threshold=-1.2826351221583661 -1.1365768847607549 -0.83324028594002741 1.0000000180025095e-35 0.27770086902356067 1.1062372804126168 0.26105539834321717 -1.2963847468440994 1.5227290105538722 0.63829581698591242 0.42403345735937892 1.1683687049341824 -0.37844666010903466 -0.81421921910731965 -0.53448099019429063 0.052087601258940359 1.050305887723731 1.7185759618501713 1.9411782024567963 -1.0062925101640332 1.0000000180025095e-35 0.15912437206817998 0.93621287288755073 -0.8842385195559902 0.093015096347173962 1.3533995654135389 -0.72736958843160415 0.47142738631849485 1.0000000180025095e-35 -0.81850753693455414
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 7 14 11 -7 -4 9 10 -9 12 -6 20 16 -16 17 -5 19 -10 -14 -20 24 -24 -1 -12 -3 29 -29 -28
right_child=-2 26 3 4 5 6 -8 8 18 -11 25 -13 13 -15 15 -17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.023886291533682581 9.9774160130721627e-05 0.0011723929906124046 0.037345690647279162 -0.0088790573045895178 -0.045903463871085279 -0.033423957584921733 0.081293667541191147 0.012009365468728626 0.066884908272902749 -0.0093589790131403793 -0.023403773694003632 0.0311707663788332 0.093368989861674689 -0.021182393719698378 0.012643638678758834 0.038242878613069971 0.046517874363660963 0.088790638205327718 -0.0063001813389990356 -0.029877999224084087 -0.019209490648654536 0.10444177950242457 -0.034534641438766091 0.024630771930668899 -0.00080465423159848358 0.028824292099533157 -0.011647351983132274 0.0041741304122023216 -0.0041691939840084171 -0.0033631661815564083
leaf_count=1073 282660 14551 150 618 223 35 53 2690 20 1158 535 131 41 275 712 654 90 24 85 743 25 27 83 259 733 72 6500 10104 9426 28181
internal_value=0 -0.0288022 0.0590839 0.115311 0.26735 -0.0665541 0.933063 0.0309498 0.00554219 0.060851 0.155141 -0.209013 -0.392502 -0.0315072 0.375791 0.517148 0.0719297 -0.0903065 -0.362744 -0.503423 1.0797 0.634987 -0.160634 0.25441 -0.263964 -0.27361 -0.0422585 -0.0618297 -0.00193332 -0.0936679
internal_count=361931 79271 10509 8361 2881 783 88 5480 5330 4455 3297 695 564 341 2098 1366 732 642 875 763 66 112 2148 342 1806 607 68762 54211 19530 34681
shrinkage=0.05


Tree=5180
num_leaves=31
num_cat=0
split_feature=785 728 120 404 608 45 1466 1466 1463 21 1463 1466 1466 21 43 1453 1100 691 634 1469 569 85 141 496 374 477 700 428 865 1427
split_gain=18.2041 14.1735 12.4476 17.7932 20.405 17.2678 15.7516 22.319 27.8548 31.13 16.614 27.2114 26.6928 22.807 19.6836 19.0305 18.6148 18.9657 21.5418 18.4099 18.3585 19.8613 17.15 16.499 19.1359 16.6915 16.4019 19.4349 18.3324 16.287
threshold=-0.86283290253235112 -0.90320472132347296 1.0000000180025095e-35 0.76881834321921005 1.6529830500154947 1.0000000180025095e-35 0.37829601484295772 0.33394102906587103 0.26178017910560175 0.81122649975724037 0.29882605968400883 0.41217482453263737 0.53877485656981217 -1.4580664037135931 1.0000000180025095e-35 5.5477399240790328 -0.40327235445934179 -0.37014242099248634 1.3936106926997203 -0.90538501098462476 1.7756229164491957 0.27551063328254538 -1.4097319535004476 -0.52318489920737588 1.2786303643043428 -0.61860042855786568 -0.09768300405627002 -0.25300608293028204 0.34189790550582932 2.2971197365863145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 7 23 -9 -10 11 14 19 -13 -8 -15 17 18 22 -12 -21 -22 -14 29 -25 26 -26 -28 -29 -2
right_child=2 -3 3 4 5 -7 10 8 9 -11 12 13 16 15 -16 -17 -18 -19 -20 20 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.00010778288012808703 -6.1565532276747293e-05 5.7875453027879449e-05 -2.2823904102240263e-05 -0.0001202502678794316 0.00043009632147772935 -0.00044957365215612146 0.00050852575884257961 -0.00041884508599741681 0.00026908498782988148 -0.00076205181701093853 6.3464667265952901e-05 0.00036066527826857119 -0.00045850449209858328 2.7459181263198976e-05 -0.00032179699823299069 0.00045878580884523744 -0.0001010604902566207 -3.3808118531449954e-05 -0.00037087810840899109 -0.00050704761252084053 -0.00034080560519719679 0.0022085588921520035 0.00025684496059276109 -1.0319826790509465e-05 8.4694011156863098e-05 0.00014303663882072487 -0.00039519650702254624 0.00015955688113485832 -0.00040864961064580386 0.00019774221012824832
leaf_count=3254 43462 26305 104729 22787 580 146 926 1774 707 208 485 1178 180 27783 202 440 5858 4078 307 1258 43 22 3155 95701 3762 8409 1250 1202 466 1274
internal_value=0 0.0429465 -0.0160047 -0.0360676 -0.105254 0.268522 -0.00521901 -0.0166489 -0.233095 0.0731203 0.0316179 0.062466 -0.0291749 0.0487734 0.400617 0.0361198 0.00420982 0.0696321 0.180204 -0.297285 -0.451284 0.751134 0.228482 -0.0130374 0.00129118 0.0791019 -0.0119698 -0.155607 0.0108093 -0.0540397
internal_count=361931 29559 332372 128242 23513 726 204130 158215 2689 915 45915 30529 15386 29401 1128 28223 13578 7720 3642 1808 1323 65 3335 155526 110790 15089 6680 2918 1668 44736
shrinkage=0.000980392


Tree=5181
num_leaves=31
num_cat=0
split_feature=728 1020 706 686 1051 18 147 911 1055 1036 835 1041 1278 1191 1246 47 70 836 837 76 431 769 903 555 781 703 973 909 708 424
split_gain=8.79595 12.0183 13.0987 15.858 15.2405 21.0914 16.7611 15.1663 16.7888 15.118 16.4906 16.9751 15.1963 14.7951 14.718 15.2126 14.7098 17.3456 17.153 16.8095 17.0414 14.6954 17.2562 17.8578 15.7711 18.7091 19.118 18.3071 16.8677 14.839
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5724059030450566 1.0000000180025095e-35 -0.25556067699985774 -0.31863957490827444 0.63836669639662535 -1.5967443012410871 -0.77959282482865666 1.8885375021782136 -1.1343775451436338 -0.47284695419786815 0.6890358509658806 4.7607379442394828 1.139146770512186 3.1569996845240751 2.2541301395650764 -1.0703978065278432 0.6641011116093426 0.094366124481189959 1.0703274905642852 -0.15781554411222945 0.56591700315007676 0.46922434579645894 0.65376205091362616 0.29748048654040443 -0.41678535393003374 0.09468287894006136 -0.031445276123343385 1.8038960831529984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 16 14 6 -6 8 -7 10 11 -8 -12 -4 15 -5 -3 -18 19 -19 -21 22 23 24 -9 26 -26 28 -28 -25
right_child=1 2 13 4 5 7 9 21 -10 -11 12 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 29 25 -27 27 -29 -30 -31
leaf_value=0.00016605298776325444 -0.0029260407092666354 -1.2571440607628604e-05 0.0030327278671973355 -0.0029414071509106941 -0.0060877514862152605 0.11572775918071898 0.13199107884180503 -0.016977542576789486 -0.0020550557410919709 0.074896606692809758 -0.0046054225774996944 0.015606273163036869 0.04106990842689584 0.046610050136163907 0.016637925141793047 0.051344728729588597 -0.064622523093285075 0.026632939123890267 0.061433321410909604 -0.027475670317325774 0.067317320290267921 -0.022855393381319183 -0.029472818312733962 0.014021978648614791 -0.016038195896439587 -0.04275132914467146 0.063686261607355896 0.0071411733819158434 0.18880935675247645 0.10903195081272331
leaf_count=252841 47529 30681 12488 6653 3248 30 26 1098 93 71 823 53 143 114 1017 72 69 418 119 231 37 2783 572 385 83 92 53 56 31 22
internal_value=0 -0.0237902 -0.0022758 -0.0207704 -0.0907886 -0.163503 -0.0262167 -0.283778 0.769303 0.267907 0.183866 1.25538 0.0714423 0.0690347 0.000584029 -0.0430047 0.00794765 0.328742 0.405506 0.24892 -0.280942 -0.304931 -0.160246 -0.0427376 -0.190988 0.334887 0.688477 1.24106 1.99358 0.405719
internal_count=361931 109090 61561 48959 17404 9662 4364 5298 123 1116 1045 79 966 12602 7742 6725 31555 874 805 686 268 5175 2392 1820 1413 315 223 140 84 407
shrinkage=0.05


Tree=5182
num_leaves=31
num_cat=0
split_feature=785 1047 1013 705 984 751 1386 836 343 15 492 430 812 840 84 816 1424 210 829 690 292 427 841 1259 1176 20 906 761 559 559
split_gain=15.8551 13.6669 23.632 19.6568 19.1352 18.3542 22.1799 20.1367 22.475 20.4756 22.5431 18.2726 17.9671 19.2035 19.6215 17.9409 17.8475 19.3816 21.8934 17.8248 18.7421 17.9243 17.6958 17.6202 17.4528 18.0817 17.3215 17.5381 18.0898 17.4434
threshold=-0.86283290253235112 -0.48850300258794249 0.54050183860820311 0.99715813669032338 -0.058990328674571796 1.0000000180025095e-35 2.8299923993799392 0.36508638564227441 0.30030769612360109 -0.49585312122952457 0.11174395720909837 1.2929775321430872 1.0000000180025095e-35 2.6367356733857314 -0.82828973929442806 -0.92870374882376117 1.0000000180025095e-35 -0.64034372988718269 0.89695662573693047 0.71110099254592629 -1.0167148658225542 -1.2767290526254362 2.8914038703823306 1.0000000180025095e-35 -1.1580296154004501 0.90654750964788933 1.8332716930034685 -0.28563568464347006 -0.46451782560551186 2.438476978588636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 5 15 7 8 19 11 -11 24 -2 22 -15 -3 -6 -18 -19 20 -7 -21 -14 -12 25 -9 -5 28 -28 -30
right_child=1 3 -4 26 16 6 -8 9 -10 10 23 -13 13 14 -16 -17 17 18 -20 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=3.7759980524052227e-05 -8.2168310124407766e-05 -0.00014061795385317071 2.6760211790870663e-05 5.7330599584483037e-05 -8.9096825946740813e-05 -9.4215750369847616e-05 -0.00046679212837004327 0.00077280950795206426 0.00024648564134928987 1.2477283730193043e-06 -8.9502974626571138e-05 -0.00046356212727553673 -2.8362689682056423e-05 -0.00036951421235914105 0.00052732272620478911 -7.4046937059666018e-06 -0.00012562950158061888 4.5898195307856042e-05 -0.00013083884181321677 -0.00072843185876879336 0.00011667040617003222 -5.8025916038720112e-05 0.00048541778801995401 -0.00044223681664199484 9.3309917686108945e-05 -0.0005253992399768978 0.00035303127789399906 -0.00038584639453005882 -0.00039891984050757046 0.0017527225271712094
leaf_count=29559 59841 7034 27504 29198 32130 2887 501 375 3404 4629 1596 297 41689 206 613 60957 7941 21669 4922 360 14863 2673 410 1472 3202 87 456 967 469 20
internal_value=0 -0.0165052 -0.0372958 -0.00509696 -0.0154645 0.00333648 0.0457719 0.0521013 0.0911772 -0.0255767 -0.09308 0.111037 -0.0552169 -0.0159003 0.347542 -0.0186434 -0.0483852 -0.0110119 0.0166621 0.0593993 0.0868587 -0.116838 -0.0237524 -0.253858 0.153657 0.589755 0.0458626 -0.172451 0.058405 -0.298329
internal_count=361931 332372 130263 202109 170999 104337 36346 35845 24187 11658 7697 3961 102759 42918 819 67991 66662 34532 26591 20783 17750 3033 42099 3068 3664 462 31110 1912 945 489
shrinkage=0.000980392


Tree=5183
num_leaves=31
num_cat=0
split_feature=181 271 277 974 1463 1454 1454 1452 1226 691 21 1451 1453 1453 21 828 1468 1451 1449 1464 1454 1454 1451 702 1459 1464 1452 10 1468 1259
split_gain=14.7677 16.0752 20.9449 17.5431 19.3356 18.2002 16.2221 22.2662 19.0391 19.1986 29.0602 28.7428 25.9362 26.0927 26.2329 24.2397 23.2931 28.2636 23.7935 70.2433 27.5343 25.0989 23.3956 28.6 25.1648 23.2699 22.957 22.2142 21.3008 23.7838
threshold=1.0000000180025095e-35 1.8295593016215455 -0.06700981204132743 -0.096434204433884466 0.082333758437465085 -0.12591398429191614 -0.2363894608792538 1.2756511722692228 1.3976603854473784 0.051602462500029832 -0.32341995197817647 0.54872951183746299 0.89653246390762387 1.2904438997469929 1.9458729514926574 2.4939268660051179 0.60907911972533268 0.39905032773487564 -0.48085314393774437 -0.37637186885837554 -0.84722408107669478 -0.58754815837321106 -0.36347524434235901 -0.46483273564583821 -0.13718307876099847 0.072888949263389902 0.70902136653063086 -0.75883625778151798 0.38892790084257617 -0.38960458970956485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -6 7 8 9 10 28 12 15 14 -14 16 27 18 19 20 -18 -20 -23 -24 -25 -21 -13 -12 29 -1
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 11 26 13 -15 -16 -17 17 -19 21 25 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00013375761684567049 -4.3445101339066284e-05 -4.9825664669029815e-05 9.6009330889515225e-06 -0.00035912772119474454 0.00025249614978104467 -0.00025859874480886483 1.8917202786603622e-05 -0.00021166172936654836 -9.8342268140737954e-05 -4.5227377402705874e-05 0.00011267925845194237 0.00018993825140083094 -0.00034622394682476681 6.101152037481072e-06 -0.0015473175716936222 -0.00044125817625128904 0.00094538759704621163 -0.00091170468383868994 0.00013355220291150907 -0.0012254776494782962 -7.4055787717099619e-05 -0.00043980124394313623 -0.00064006696959701813 0.0007792063814757278 -0.00027550851710364511 -0.00047521118534034861 -0.00035114620757206494 -2.0226933113600167e-05 0.0001944215176837523 -1.9636651461882147e-05
leaf_count=8780 75166 5992 10870 3744 702 917 125135 3676 13072 43241 7869 4453 1713 1225 106 764 123 243 2236 448 674 1009 193 243 166 533 461 28162 6095 13920
internal_value=0 -0.00360269 -0.071232 -0.149698 -0.255711 -0.0392542 0.000919241 -0.0169976 -0.0125102 -0.00362176 0.0167639 -0.0152225 -0.0332549 -0.237429 -0.421686 -0.0188618 -0.0120437 -0.144751 -0.113101 -0.340882 0.132595 -0.0175503 -0.229482 0.100229 0.393959 -0.800095 0.147348 0.00958237 0.0774389 0.0433444
internal_count=361931 286765 22225 11355 5363 1619 264540 139405 135729 122657 79416 50621 45707 3044 1819 42663 41899 5868 5625 1778 797 3847 1611 602 409 981 4914 36031 28795 22700
shrinkage=0.000980392


Tree=5184
num_leaves=31
num_cat=0
split_feature=49 146 1381 63 1468 1217 278 905 354 270 984 841 1050 284 1043 984 495 1458 1449 1438 18 219 86 1313 977 493 1185 830 86 1386
split_gain=8.82782 12.8979 14.8911 13.3391 17.7468 16.567 19.7701 18.109 15.976 15.6787 15.4817 19.9692 16.819 15.333 16.475 16.7949 15.2868 18.4741 15.1173 16.4187 14.6362 14.5687 15.3278 14.403 18.7797 16.2447 16.9452 14.9157 14.3983 14.3816
threshold=1.1349154245379338 2.5346216866488023 -0.86394583006337178 1.3511713443604756 2.3011637109198864 0.86386423179447369 0.76769982305142714 -0.33074397964709257 -1.2663025014533384 -0.64099422022576391 -0.67916155303343595 -1.3016806396003069 1.2171045713151682 1.7586718559064567 1.0694830043742176 -0.38042053642154405 -0.83380000719676584 0.59755703931761683 0.10239950818037324 2.8814119719240998 1.5725680127924329 -0.37093695041912039 1.7914690912849125 2.0005709251882005 1.1463007666293457 0.36851286587960824 -1.027823072303826 1.8227892136636004 1.2613745904126632 -1.2452492855796105
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 10 5 6 7 16 -7 -9 12 -12 -2 18 15 -15 17 20 19 -11 21 22 -5 27 25 -25 -27 -13 -22 -14
right_child=1 2 -4 4 -6 8 -8 9 -10 13 11 23 29 14 -16 -17 -18 -19 -20 -21 28 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=2.4839086387703344e-05 0.0026162369458333462 -0.027583380058332763 0.019914347239610542 0.018070284575420814 0.012671299097129494 0.024361583157048099 -0.0170680721951459 0.032114531927486277 -0.020415915650258479 0.0027679255813066106 -0.014815336258788787 -0.0028226909057755046 -0.028589736560278731 0.038736820588572481 0.071056502996070636 -0.013058760698891765 -0.018249411786594606 -0.032023412368147146 -0.011519732232895952 0.10415374981757584 0.034685334175367517 -0.040690772859111268 -0.04275330045732334 0.006501334765351501 -0.036857933972107168 -0.056326909388061355 0.049042085886934865 0.009920822408366706 0.16751085315249761 0.031742293267574544
leaf_count=315489 5896 100 598 856 792 126 1797 230 1962 3336 2415 19862 74 149 62 193 2451 397 1814 27 136 199 172 565 101 47 255 1349 45 436
internal_value=0 -0.0370827 0.265997 -0.043128 -0.112867 -0.137552 -0.0945643 -0.0420641 -0.347138 0.0426263 -0.0154154 -0.0445328 0.0922324 0.0114902 0.436108 0.218481 -0.212012 0.02679 -0.033745 0.0728146 0.196236 0.0767654 0.21826 -0.0241313 0.263305 0.3762 0.817864 -0.0380649 1.13641 0.493014
internal_count=361931 46442 698 45744 14744 13952 11864 10067 2088 5811 31000 24594 6406 5581 404 342 4256 1805 5177 3363 1408 1227 1028 22179 968 867 302 21211 181 510
shrinkage=0.05


Tree=5185
num_leaves=31
num_cat=0
split_feature=332 395 471 1065 977 651 1449 391 12 320 1329 604 779 1012 996 635 1186 401 1466 282 431 475 1365 140 1098 1464 1463 1350 1469 145
split_gain=16.8515 44.3194 23.1785 24.7052 20.5673 19.5348 18.7082 19.5089 18.434 17.9903 18.6558 17.9278 17.7733 17.6711 17.5331 28.0267 19.1628 19.9346 17.3699 19.1103 16.9927 16.8852 20.6251 18.2521 17.201 20.592 20.5055 21.2684 17.8088 16.9821
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.4442116471105977 1.1107569744011787 0.74561756370782817 1.0000000180025095e-35 -0.59727736220901595 1.0000000180025095e-35 3.4211239402241866 4.2451151569808294 0.84588897852341605 1.4711245761114824 1.0565563832172893 1.0461461580237101 1.1148764077371582 1.0000000180025095e-35 2.7003307171580744 2.3623678445702434 1.8050882928612102 1.0000000180025095e-35 -0.42638832581415231 -0.48546444577241915 -0.65750918523183322 0.27104461061424379 0.32888106054764293 -0.7265728269600179 2.4543291550814752 1.2879076787711248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 8 5 13 7 21 -4 10 -9 14 -12 -5 -10 16 17 -16 19 -3 -17 23 -23 -1 25 26 -25 -28 -29 -26
right_child=2 18 3 4 -6 -7 -8 9 11 -11 12 -13 -14 -15 15 20 -18 -19 -20 -21 -22 22 -24 24 29 -27 27 28 -30 -31
leaf_value=-0.00024202634072518456 -1.7561279387922685e-05 -2.3128456944865913e-06 -3.0478043944399123e-05 -1.9185030571144581e-05 -0.00053855594802902401 -0.0002622439953602744 9.0321853482883541e-06 -0.00029335080769380474 9.2087455882618129e-05 -0.00010783685667339153 0.00023709263620734085 -0.0010687626155544677 0.002837852400730576 0.00054558393213657104 0.00076802553518247958 -0.00043291266080521684 -0.00042360316025774538 4.6671323593711804e-05 0.00019597581166426033 -0.00024448676772132578 0.0014630713794678992 -0.00013562089084735571 7.7079988599648933e-05 -0.00031181763504796564 -2.7354984691096073e-05 3.7190065012364295e-05 -0.00049987409803407378 0.00011009657996413292 0.0022358352236445103 0.00048083413913393378
leaf_count=7241 137967 85431 10118 4923 397 1473 12000 12425 32212 13609 167 66 43 251 154 837 345 2677 1887 1920 20 5739 9286 5878 9889 2660 452 1406 20 438
internal_value=0 -0.0340065 -0.000951719 0.0357351 -0.0794855 -0.0522452 -0.0867019 -0.106333 0.0539419 -0.180244 -0.283003 0.0752596 0.854006 0.00750554 0.0771515 -0.0515777 0.0358071 0.0907207 -0.002053 -0.00730232 -0.394217 -0.07433 0.00220875 -0.11266 -0.0771971 -0.157753 -0.232142 0.000727916 0.151524 -0.00680601
internal_count=361931 170491 191440 53473 7044 6647 81253 69253 46429 26244 12635 36311 210 5174 36245 4033 3176 2831 89238 87351 857 43009 15025 27984 20743 10416 7756 1878 1426 10327
shrinkage=0.000980392


Tree=5186
num_leaves=31
num_cat=0
split_feature=785 728 852 1080 692 913 84 560 647 590 498 497 276 761 351 1191 1124 1328 1117 796 772 1315 1325 750 1253 382 597 900 570 636
split_gain=18.266 13.3984 18.6053 21.4964 22.1261 16.8209 18.4557 17.5826 16.2019 35.6636 15.6729 22.5143 20.414 17.3068 15.6191 15.5307 15.988 15.5779 15.0537 15.0534 16.6947 17.689 15.7438 15.64 18.1441 15.6257 14.8813 15.6277 14.6925 16.227
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0747610123934368 -0.44846366994746462 -1.0353775541481285 0.60667346056980065 -0.9805036543575979 -0.91026277545683032 -0.87782724458594241 0.58895901036483078 1.69116793757109 0.13067971497466105 0.56241006936257165 -0.33877502260186204 2.116766141447274 1.2439069627317199 0.061729565717099602 -1.3524890297790144 -1.2591097148690287 0.38087715954262297 -0.28708682036526079 0.26648455616813943 -0.95554185614442355 1.0000000180025095e-35 -1.2624938560782522 -0.78023265796885932 3.1596628491584919 -0.63749923242861428 -0.48460852809644533 2.4129057422810987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 10 5 7 -7 -5 9 14 11 -4 -12 -14 19 16 -9 -18 -11 23 21 25 -23 -3 -25 -21 -2 -28 -10 -30
right_child=1 8 3 4 -6 6 -8 15 28 18 12 -13 13 -15 -16 -17 17 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=4.2778436349163537e-05 -1.6447191297699331e-05 -0.00017057185144190979 -0.00028056781562004 -0.00038627930304156483 9.2777213074891006e-05 0.00035880498890542944 -0.0007045315212761415 -1.6864591620505214e-05 -7.8835277583613206e-06 -0.00066056265910385684 0.0006478907998104255 4.4198886576897304e-05 0.0007534530860299636 -0.0012170788902609825 -0.00095956019834028184 -0.00048312815761790802 -0.0012153294600229648 0.00049693557095570882 0.00040111035851152845 0.0010230619535858943 -8.1884325537320686e-06 -0.00047036515511895949 0.0016479212560417075 0.0022259757420787208 0.00021398428078638274 -6.5160432972182392e-05 -0.00060162824571297763 0.00026896121715723134 -8.036317936627692e-05 0.00032061747499644662
leaf_count=29559 201595 2873 2623 676 21461 107 458 1276 33370 93 238 1822 28 62 137 268 31 555 1291 100 900 31 92 51 374 263 107 1130 59758 602
internal_value=0 -0.0154341 -0.00667023 0.0449737 0.0701057 -0.106571 -0.493212 -0.036675 -0.0420069 0.0765123 -0.0974107 -0.136521 0.347231 -0.546096 -0.0404448 0.05667 0.124298 0.427911 0.362252 -0.0184617 0.192343 0.55034 1.29599 -0.114975 0.407265 0.266129 -0.0149971 0.209522 -0.0515873 -0.0771445
internal_count=361931 332372 232437 29605 24832 3371 565 2806 99935 6205 4773 4445 328 90 4821 2130 1862 586 1384 4684 1386 486 123 3298 425 363 202832 1237 93730 60360
shrinkage=0.000980392


Tree=5187
num_leaves=31
num_cat=0
split_feature=21 1462 67 116 1107 1393 1298 884 966 61 326 593 500 118 1469 1343 1454 1451 1437 911 765 290 1455 532 533 970 427 1177 557 77
split_gain=8.98171 10.112 9.52294 15.1474 17.4504 16.4117 14.2328 20.761 20.4059 20.1809 18.9475 18.505 17.9069 18.3631 20.161 20.9031 17.3122 19.996 17.1768 17.1201 16.9499 16.6536 15.9651 15.4623 18.4291 16.9126 16.16 15.6033 15.442 15.4083
threshold=-3.2545899522946695 0.64216061943476632 1.0000000180025095e-35 2.2593915598118266 -0.57560790467261069 1.8111430023854038 1.0000000180025095e-35 0.66905551989196432 0.88307321396973359 1.0000000180025095e-35 1.0000000180025095e-35 3.4460247463300693 1.6924566025053001 1.1315434704044114 -0.41755766134505062 1.4199335543108902 2.6579444067051354 1.0883084361879864 0.72713696786055593 -0.12595944836221129 0.80691504050023155 2.7960390203454595 1.0942741567356129 1.0000000180025095e-35 0.66959453337990815 -0.76603781840859375 1.2769327909566524 -1.1858554037381828 0.081648963408971764 0.88148634612973253
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 8 9 10 21 -9 13 14 15 28 -12 -18 -8 23 22 -2 -15 -16 25 -25 -26 -27 -11 -10
right_child=2 -3 -4 4 5 -7 18 11 29 12 16 -13 -14 20 19 -17 17 -19 -20 -21 -22 -23 -24 24 26 27 -28 -29 -30 -31
leaf_value=-0.024900177472528463 -0.0034268065936535145 0.018199231941216042 0.00061070676022564625 -0.0044932044044654808 0.0069688484025460882 0.040413414322719013 -0.00069366263850404038 0.0077510379761318712 -0.0081040517864841254 -0.00045923711640935127 0.0011590697312504556 -0.058706278001850423 -0.01726459176702606 -0.01181623886003514 -0.006353595062804392 -0.015747790651515645 0.028072674548487987 -0.0042320411480492575 0.0028641041659909858 -0.011113592167636936 -0.032054762372387142 0.023895583731936988 0.019261894679536918 -0.025065949819896613 0.034254455926676412 0.07128364400648525 -0.042677947958541337 0.0039359803514208052 0.01031913403420521 0.0021855195080767022
leaf_count=89 28308 627 111977 2284 4583 180 111458 3207 16073 5576 28832 67 2431 3146 4240 1174 592 379 20188 6118 861 300 286 492 464 75 49 1921 3416 2538
internal_value=0 0.260228 -0.00438791 -0.0135323 0.0932483 0.16734 -0.0170394 -0.039939 -0.0474011 -0.0308851 -0.00382014 0.133609 -0.0893651 -0.0720205 -0.0450663 0.0386005 0.0349752 0.319983 -0.00116851 -0.118382 -0.252346 -0.0598519 -0.163596 -0.0243084 0.139367 0.0121919 0.548071 0.133985 0.0771167 -0.127785
internal_count=361931 716 361215 249238 7047 4763 242191 110545 107271 88660 58411 3274 30249 27818 23525 10166 29803 971 131646 13359 4293 28608 3432 7241 3001 2488 513 1996 8992 18611
shrinkage=0.05


Tree=5188
num_leaves=31
num_cat=0
split_feature=785 727 728 852 1238 923 850 140 1077 735 140 150 968 710 710 1255 647 590 707 362 1386 486 16 637 898 906 1248 843 900 836
split_gain=16.9506 14.5209 14.3283 18.1227 23.5491 22.3114 27.9076 23.3363 21.1256 18.3272 17.5425 20.0781 17.2205 18.0647 17.1948 16.5318 16.2295 35.4964 16.1219 17.5918 16.685 16.4718 15.9241 15.806 16.8783 16.1275 15.715 15.9976 16.1201 19.4866
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.17334222901426247 -0.86449023226567734 0.6190413382504959 1.8790564127931246 4.2406324835638474 1.356718709411544 0.056961987048755554 0.80001238754797444 2.0084989127880917 1.6693584243736712 1.1870562211658833 0.3710772719079331 -0.87782724458594241 0.58895901036483078 0.70951313476084088 -0.57309931683719217 -1.1241251319518577 1.034585859977903 -0.84278690126780942 1.4943574423382835 -0.25462090988376379 0.20329953201512105 -0.96647331902917466 -0.50153912214353535 0.14961387609829899 -0.20559540329385809
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 14 8 12 -9 11 15 18 -14 23 -8 17 -4 19 20 -7 -20 -6 24 -5 -26 -23 -28 29 -29
right_child=2 -3 16 4 22 7 10 9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 21 -21 -22 26 -24 -25 25 -27 27 28 -30 -31
leaf_value=-1.4191883174504483e-05 -2.0099206436162803e-05 8.4936112477316118e-05 -3.9628590335237576e-05 -0.00035409085550105579 -0.00017221104422733048 -0.00038577767451842317 -0.00024080912139818624 -0.00026900147002511518 -0.0010936650762803379 0.00014687020687584031 0.00060212020325451266 0.00062078562141906573 0.00028679239729360043 -0.00022189373289498827 0.00038372459219395821 0.00044782919191263299 -5.0923939827427457e-05 0.000354131252692641 -0.00011207093893999715 8.8518344472561771e-05 5.3742619399807909e-06 -0.00072819789433160214 -1.2665584510556374e-05 0.00061440881043331235 0.00036295975994463884 -0.00054228452363374864 0.00087822492661407121 -0.0010886298424145932 0.00035355786508653512 6.5132058668206943e-05
leaf_count=12551 158224 17008 4821 844 4765 589 453 2037 85 610 776 305 2145 380 405 214 93730 1384 5660 23295 11719 91 18197 121 380 128 137 108 508 261
internal_value=0 0.0420063 -0.0148881 -0.00582609 0.0227062 0.0467143 0.206527 0.0338002 0.0453622 -0.16799 0.389548 0.199179 0.0472858 0.218864 0.0178721 -0.00914804 -0.0423575 0.0762292 0.0366591 0.0548187 -0.0110911 -0.0631619 -0.0440188 -0.0977889 -0.169578 0.14902 0.172076 0.242334 0.134515 -0.231267
internal_count=361931 29559 332372 232437 74213 51251 3626 47625 44978 2647 1748 972 44893 2525 1878 667 99935 6205 42368 35603 12308 6765 22962 1473 1352 508 1105 1014 877 369
shrinkage=0.000980392


Tree=5189
num_leaves=31
num_cat=0
split_feature=785 727 50 981 493 491 491 216 700 1465 21 1458 230 1469 216 355 979 704 284 899 12 1398 917 499 914 830 864 838 69 423
split_gain=8.934 9.90461 10.3224 12.9067 14.7833 14.0808 14.0238 15.66 17.6102 12.2686 14.4228 14.1088 17.5619 13.1358 12.4127 12.5154 11.9777 14.7292 11.9379 15.5231 12.1259 11.7526 11.6647 11.5896 11.5834 12.5373 12.2558 12.179 12.0622 12.3203
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.30383999887847812 2.2450976166548662 -1.4078392847856176 1.8351815068230952 -0.66319301106704243 -0.59836306649334781 -0.52213209242895031 1.189441983669046 -0.46589091170928792 3.5257957604197383 2.8359360334285615 0.17550114820681659 -1.1891282008629742 0.16234230639590899 1.2382203322265657 0.43995497014083473 -0.83332672195572521 -0.34484620501756957 0.67608101116080788 0.29490106354390494 -0.34567315835907714 2.0544684678905809 -0.35683588801349236 -0.31720521507743832 1.6488455423208972 2.3748895072290868 -0.6764153116574676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 5 -5 -7 8 -8 10 13 16 24 14 21 -16 17 -11 20 -20 -17 -3 -22 -19 25 -13 -26 28 29 -27
right_child=-2 2 3 4 -6 6 7 -9 -10 11 -12 12 -14 -15 15 18 -18 23 19 -21 22 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=-0.00063894604222871146 -0.00037684740745772428 -0.0059363406472088855 -0.00014230470264978262 -0.02462014397259002 -0.034730519114975461 0.013210582582929021 0.0027201991405723983 0.0074729582292872177 -0.080573044059579976 0.0065502172463189103 0.012237234546280756 0.011244246822830317 -0.064861737261991764 -0.088965995806760789 0.043876620758048615 -0.0099862234761588734 0.01993309757037922 -0.10213504866966897 -0.083585265905760819 0.014416931690569427 -0.056292353884735538 0.0236781734478596 -0.01184375517740534 -0.011509270386413873 0.018186966687295577 -0.019662265454534537 -0.069954072015558824 0.036493106815337205 -0.05871895137055571 0.00091837121677390901
leaf_count=12551 332372 1239 2519 150 96 5247 78 266 86 1191 504 1087 51 24 36 245 1005 28 25 168 253 206 111 54 33 506 64 96 54 1586
internal_value=0 0.0339439 0.0710616 0.130738 0.194428 0.210616 0.230469 -0.193121 -0.824577 0.0167144 -0.10643 0.0765239 -0.0149141 -0.181851 -0.163507 -0.385413 0.214144 0.0691092 -0.447086 0.0455615 -0.605258 -0.0372918 -0.863099 -0.880504 0.00541681 0.0271969 -0.796616 -0.0710401 -0.1063 -0.0789609
internal_count=361931 29559 17008 8442 5923 5827 5677 430 164 8566 2811 5755 3477 2307 2283 838 2278 1273 802 193 609 1445 364 82 3426 3329 97 2242 2146 2092
shrinkage=0.05


Tree=5190
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 1080 988 1002 921 1465 353 359 410 1061 1004 572 1454 1053 1470 982 710 114 1112 429 484 900 1469 75 1462 971 614
split_gain=17.9512 13.8274 19.4865 18.1339 17.1196 16.8915 19.0641 17.2699 17.6818 16.878 24.2244 16.7048 16.6895 26.1193 18.9574 21.7346 17.1332 16.5297 18.7825 17.2667 16.15 20.572 16.1376 20.264 18.6032 16.0577 17.5969 20.3051 22.4453 17.4081
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 3.9810989087578279 -1.3820670939764912 -0.32459312438081372 -0.24051307952136838 0.14486519861544186 0.55938823495656564 0.32346298429964238 1.644349105518915 -0.87357009987099121 0.59444477453878863 -0.80326163028523578 0.67485211051868899 2.6159382925808998 0.34450605210609392 -1.250993462477682 2.2276597626323835 1.0000000180025095e-35 1.5620189235502193 -0.64405295088620862 1.6134396840371368 -0.36980086556920722 -1.2987941639197651 -0.81725052155406497 0.79865288842650972 -0.17830638376863805 0.17121893931626669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -5 7 8 11 22 20 -7 13 -8 15 -14 -17 25 -19 -20 -11 -22 23 24 -9 29 -27 -28 -29 -16
right_child=1 2 -4 5 -6 6 12 9 -10 10 -12 -13 14 -15 17 16 -18 18 19 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=3.9878556447159902e-05 -2.9676565982890961e-05 -6.9491682063127334e-05 0.00043569674995392135 -0.00042415487477855487 0.00024711264537644083 6.9598376608269588e-05 -8.9509529206058125e-05 0.00028137858862964518 -0.00017111207872421132 0.00054208724461543285 9.036173477422875e-05 -0.00041968225125224714 0.00014451804036523129 0.00027025867159383892 0.00077619216306916937 -0.00020994055363903914 0.0013066256622601084 -0.00095118505347807115 -0.00010583141696242891 0.00046935299012251916 0.00023356469031940774 -0.001201899592881302 8.8012341487281849e-05 -0.00092819350433239378 -0.00018637039215209738 -0.00016926744264935607 3.7592149022135752e-05 -0.00037721859554169877 -2.3504595694213308e-05 3.9376103901754236e-05
leaf_count=29559 233988 17071 426 572 953 6363 1584 639 2822 1145 3107 582 5375 2153 215 1255 34 145 13267 233 566 47 13178 206 1681 3402 17250 1210 2567 336
internal_value=0 -0.017834 0.00425157 0.00192203 -0.0286925 0.0150978 0.0174547 0.0622189 -0.0191493 0.0978569 0.20524 0.0435829 -0.0092906 0.128525 -0.0214396 0.0864138 -0.171136 -0.0406275 -0.104707 -0.0965254 0.40334 0.128614 0.0599066 -0.116665 -0.0615246 -0.00745781 -0.0164268 0.00611834 -0.138199 0.341922
internal_count=361931 332372 97431 97005 234941 79934 79362 30336 9767 20569 4865 6945 49026 3737 45289 6664 1289 38625 13645 13500 1758 613 15704 2526 2320 24980 24429 21027 3777 551
shrinkage=0.000980392


Tree=5191
num_leaves=31
num_cat=0
split_feature=785 332 395 540 1450 1454 789 203 872 942 1040 7 816 386 634 296 1464 58 1449 1449 461 555 1464 1453 1252 1427 223 554 470 183
split_gain=19.0258 15.5953 34.4143 20.6121 30.2817 22.7111 21.1933 20.6083 19.6818 35.9527 23.1436 21.2947 21.1196 20.7287 21.4736 19.0461 22.6569 19.8204 18.7331 18.656 18.6293 18.2471 17.8999 24.139 20.296 20.0788 17.6159 17.5488 17.995 17.3275
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 -0.35262914890079794 0.50933602050530713 1.1248358748350926 1.0605395091208547 1.0000000180025095e-35 2.231519495564001 -0.52037178935754602 0.94425071421226758 -0.92870374882376117 -0.5842495347762191 -0.49452392159050335 0.30327897278366861 0.2291445000830519 0.73855698839655315 1.6835273741192649 0.74561756370782817 4.2641419949670061 1.5520614709873077 -0.26622605535981053 2.3708191026352732 -1.093351315452985 1.0000000180025095e-35 2.0904034460631342 -0.28188312901773788 3.6227415544047292 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 6 15 18 8 19 29 10 -10 13 -11 14 -12 16 -5 -18 20 -2 22 27 23 24 -6 -26 -15 28 -7 -3
right_child=1 3 -4 4 5 21 -8 -9 9 12 11 -13 -14 26 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.1608059788022818e-05 -8.7855679016413576e-05 -8.3762955081638128e-06 -8.938050190465885e-06 -0.00013929821475929739 -0.00018807374021429885 -0.00016756475089656044 -7.514652105557842e-05 -0.00018921206240243578 -4.8670420788494638e-05 -0.00010519990404902121 -0.00023484151045460148 -7.1127687755252988e-05 0.00039621962371268795 8.089657910006752e-05 3.0412982746282558e-05 0.00012217726982854924 4.9837746325014155e-06 0.00047566043821511565 0.00059892047891190305 4.7207654316875079e-05 -0.0015481935888766679 -0.00068566245528211048 5.5873209935083137e-05 -0.0010949795027387912 0.00012618117697798652 0.00040761336258691923 0.00039118950123616169 0.00011164128389503257 -0.0018140986467899305 -9.3323427314557559e-05
leaf_count=29559 45034 43316 82513 6138 400 1000 25940 20329 22336 469 2125 7224 1630 26551 5384 2780 1989 424 374 7886 29 163 3877 57 1723 2545 883 2125 30 17098
internal_value=0 -0.0178338 -0.0377763 -0.00427428 0.0515349 0.12154 -0.0150325 -0.0892197 -0.00308226 0.02345 0.0131577 0.0427113 0.293295 0.0644998 -0.0381921 -0.0264295 -0.0744661 0.09378 0.174537 -0.0654413 0.154543 -0.0250491 0.159777 0.244858 0.260687 0.301202 0.0928054 0.0098101 -0.218661 -0.033854
internal_count=361931 332372 155762 176610 23654 12323 152956 73249 127016 66602 64503 42167 2099 34943 7509 11331 8551 2413 9005 52920 8631 3318 8602 4725 4668 4268 27434 3155 1030 60414
shrinkage=0.000980392


Tree=5192
num_leaves=31
num_cat=0
split_feature=545 959 1094 795 727 588 1356 747 785 660 513 145 498 484 702 695 216 426 706 1361 395 1370 69 558 641 64 980 1461 289 1383
split_gain=14.0452 16.6122 19.7732 17.7649 24.6016 27.1206 25.217 23.3535 22.3724 19.4895 21.114 25.297 20.8582 18.4531 19.536 18.1127 17.5521 24.0671 17.5118 16.9889 17.064 17.6099 20.601 16.8829 16.8215 16.6818 18.1705 16.838 15.9718 15.6383
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 -0.29258408639884992 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 2.2668746584208797 -0.86283290253235112 -0.72421686037558375 1.0454229551509682 -0.74296541412576722 0.76359732391387336 -0.38529859338704892 0.82247273120287534 2.737480222402255 -0.55682204452499195 1.6609284024027213 1.5724059030450566 1.0000000180025095e-35 2.6319337651347476 1.0000000180025095e-35 1.195216500369751 -0.49319766103462648 3.9256961922190565 0.58408534944085788 -0.66481406174213398 -0.21004840118973137 -0.4970159700163635 -1.2436727876664639
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 18 6 8 -8 -6 29 12 23 16 25 24 -7 -11 -18 -3 20 21 22 -4 -12 -15 -5 -27 -28 -25 -10
right_child=1 3 19 13 5 15 7 -9 9 10 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 28 -26 26 27 -29 -30 -31
leaf_value=-3.7990548799316911e-05 2.3568614499907443e-05 -3.1221698367635082e-05 -3.2152561386499122e-05 2.8168389439512619e-05 0.00010182883368208761 0.00024195291239866045 0.00012706521713368147 -0.00034901856606788136 -0.00030743710697412832 -2.4859307421648183e-05 0.00018030792794587505 0.000229406958028945 2.8079340783221991e-05 -1.771791293495792e-05 -9.8653963815122973e-05 -0.0014466583853590541 -0.00016002347631430809 -0.00057082865962447766 9.5023599321358127e-05 -5.2541019734834471e-05 0.00092363368375753181 -0.00025769579799783546 0.0011360751994680793 0.00011639286041963251 0.00057434540262983321 9.2461609347760883e-05 -9.9310086051794226e-05 -0.00043746333893851367 -0.00077084550516719154 8.7641639511774953e-05
leaf_count=94059 13044 41007 733 47352 10261 3653 15759 477 606 4504 263 1918 5382 48264 20167 30 7766 934 6841 14263 75 9327 108 123 239 1979 3325 1217 287 7968
internal_value=0 -0.00206004 -0.0544551 0.00427243 0.025612 0.0553267 0.0425541 0.114863 0.0111933 -0.0199316 -0.0587547 0.114987 -0.089083 -0.0143642 -0.0400304 0.233498 -0.141019 -0.205127 -0.0141452 -0.101115 -0.206692 -0.220825 0.18277 -0.241962 -0.0150009 0.0157875 -0.101751 -0.186956 -0.5082 0.0665288
internal_count=361931 267872 37550 230322 107779 59931 56248 16236 40012 29751 21177 2591 18586 122543 68670 3683 13204 8700 47848 24506 10243 10168 841 673 48503 53873 6521 4542 410 8574
shrinkage=0.000980392


Tree=5193
num_leaves=31
num_cat=0
split_feature=43 811 582 624 69 662 1262 1209 848 383 980 417 705 212 1110 832 906 365 1248 1463 843 1467 1458 1465 703 1459 1163 215 1468 1450
split_gain=8.98052 11.396 14.4488 14.7748 17.7567 19.9719 17.1268 14.977 25.8934 16.9077 15.5963 14.9649 16.2978 15.4587 14.6209 16.4825 14.5753 15.2151 14.555 14.415 24.3579 21.5794 29.5367 28.1075 21.5836 20.9612 19.8845 19.78 19.3407 21.3407
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.1384355827858248 0.50573436823722073 0.75830057190333022 -0.58271687606615485 -1.0466434860231135 -0.32660117190177901 0.57372957406496472 -0.66400471308254227 1.4201849982139072 -0.60030649804750502 0.90721770011872871 -0.66345960825142825 -0.26833219494840466 0.82979969821262278 2.3518991987724882 -0.6718287442644687 -0.45348480802978647 -0.052537044703927886 -0.28395146662106846 -0.47799446732384149 -0.54544881628266473 -0.40523020188868136 0.66223603188290669 -0.44254886610018701 0.77744748183203882 -0.34825179573213633 -0.14784106700432195 -0.49556609814693381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 7 11 -6 -7 14 9 -9 -11 13 -13 -5 16 -16 17 -4 -10 -1 27 22 23 26 28 -25 -22 -21 -24 -30
right_child=-2 -3 3 4 5 6 -8 8 18 10 -12 12 -14 -15 15 -17 -18 -19 -20 20 21 -23 24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00010003287289908549 -0.0015197707673263873 -0.0013541360698384594 0.019896147419625775 -0.020497578355768327 -0.02782057617859382 -0.049437128006907034 0.018206248942654279 -0.019882620184247912 -0.00065911943592296234 0.0045887211713425404 -0.021888374616577919 -0.012869630849213007 -0.039853007168666937 0.017870248257345369 -0.0081021993567265797 -0.036039037888524049 -0.046594013213862612 -0.003058611846779457 0.028895002021585722 -0.0048450001738476007 0.0053944143144923681 0.0015248430256232519 0.0038483558114465726 0.0064009919546113101 0.010481009024887612 0.02370593205067251 -0.032002104147488962 0.0014342387319667546 0.0075092557130487722 -0.013557391677226123
leaf_count=127171 74777 64533 479 255 175 53 613 538 330 3004 314 2370 314 355 1705 397 97 1391 656 12223 1580 31960 6911 1283 3918 2556 275 18522 988 2188
internal_value=0 0.00141198 0.0090788 -0.0634305 -0.173759 0.10278 0.269987 -0.0114433 0.0702759 -0.010576 0.0448753 -0.251586 -0.322081 0.0781289 -0.116116 -0.253702 0.0223163 0.0622357 0.395983 0.0139266 0.0374169 0.0664189 0.12575 0.26089 0.0685099 0.362583 0.0176048 -0.0165312 0.0114848 -0.14313
internal_count=361931 287154 222621 13046 4135 841 666 8911 4842 3856 3318 3294 2684 610 4069 2102 1967 1870 986 209575 82404 51659 19699 5694 14005 3839 1855 30745 10087 3176
shrinkage=0.05


Tree=5194
num_leaves=31
num_cat=0
split_feature=614 959 1370 795 705 470 484 702 768 1456 947 431 119 832 773 835 512 1469 365 1221 209 1452 776 8 939 346 831 710 848 140
split_gain=13.7192 17.0528 20.1025 18.5625 24.2636 19.4675 19.3635 20.474 17.8508 19.5112 17.4691 17.0998 16.9966 22.1713 23.6295 19.1783 17.2097 16.9507 16.9412 16.8769 17.001 16.8463 19.0588 17.4914 16.7896 16.4615 16.3986 16.3517 16.4237 19.5457
threshold=-1.0625654336828987 -1.2907225086880219 0.70223084764880606 -0.29258408639884992 0.28191752204954684 0.66595742291584703 -0.38529859338704892 0.82247273120287534 1.9376207329178159 0.11689593787942389 1.641280574724302 -1.6433289694525792 1.0000000180025095e-35 -0.10282351827283918 1.0697711959540106 1.7538554666622967 -0.48835513880384507 0.23550153252728254 1.0048316653452785 3.5513468637286456 0.29073845635806289 0.039474337618497217 1.9960333702113955 -1.1248550410920686 1.4307804817950061 -1.2046543511428218 0.70321420886131414 2.5579636957383234 -0.056973760515044693 -0.94003307609438946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 8 4 17 12 19 -8 9 -2 -4 -11 -6 14 26 -15 -16 21 -12 -5 -21 -3 23 -23 -1 -10 -14 28 -25 -30
right_child=1 3 10 6 5 -7 7 -9 25 11 18 -13 13 15 16 -17 -18 -19 -20 20 -22 22 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-4.9203878091212124e-05 3.967268310574746e-05 -2.3809367183560252e-05 -0.00018435928866958345 1.9374628209156022e-05 -1.1910735748201565e-05 0.00013550058373074594 -1.4897923458424321e-05 -9.9982372778440717e-05 0.00089302483617616419 0.00066456300791146647 4.6911733772062675e-05 -0.00017946752203649714 9.6350349989257354e-05 -4.2190071338890091e-05 3.6799936006137762e-05 0.00034251308909083526 -0.00072230061335722487 -6.5854357532823832e-05 0.0010631309375984731 -0.00079392008085392755 2.1799957520913316e-05 -0.00019696111572217628 0.00034956664663819323 -8.5839671935594604e-06 7.4667155261988157e-05 -0.00029403713251203447 0.00025930844981496276 0.00042046919977605261 0.00053477428051336797 0.000105820540813507
leaf_count=83177 17769 19899 10460 54457 21935 11249 49867 20717 58 147 481 4772 9528 7846 297 671 253 18994 97 333 272 1502 1110 6791 7979 1977 3976 545 621 4151
internal_value=0 -0.00189929 -0.0564709 0.00428524 0.025974 0.0583426 -0.014573 -0.0405849 -0.0172302 0.00335279 -0.156074 -0.151608 0.0362698 0.0768435 0.129477 -0.0126443 -0.313242 -0.0095391 0.219806 0.0160914 -0.396564 0.0196828 0.0770514 0.0535203 -0.0386711 -0.25228 0.147485 0.079243 0.0599758 0.163844
internal_count=361931 270775 35761 235014 109368 55755 125646 70584 24723 22688 11038 4919 44506 22571 14054 8517 550 53613 578 55062 605 34619 14720 13610 91156 2035 13504 12108 11563 4772
shrinkage=0.000980392


Tree=5195
num_leaves=31
num_cat=0
split_feature=612 699 252 76 1315 1041 494 494 1247 423 1036 626 57 492 409 652 1216 1191 1258 1324 77 76 765 915 417 1355 1387 554 84 210
split_gain=8.95278 11.399 14.9595 15.3551 16.9392 15.863 14.704 14.5753 14.711 17.0136 15.1525 14.4854 16.2318 14.3688 14.1554 14.6614 16.4526 19.7064 14.5554 19.264 19.2451 15.1821 14.5359 16.7428 15.0525 15.8035 16.7237 16.7449 15.3587 14.6188
threshold=1.0000000180025095e-35 1.0515789206008181 4.0491599997098691 0.20395622839017283 3.118308738984918 -0.45722149872624429 -1.7042186490237401 2.0162349439473473 -0.58854197547329079 0.72250574080306496 -0.49291796627948531 0.99816926561080088 0.72527224708021132 -0.02684849199197618 2.2294551496329555 -0.98896428961744431 2.3855481443271001 -0.4809794190882945 0.60159401826318371 -0.068776089060864867 1.3216966593072554 -1.2978340844366294 -1.0372714469751976 -1.0897981445688389 1.37608995911604 1.0000000180025095e-35 -0.15614603195994062 -0.38902989750259859 0.20866755707341705 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -3 6 -6 11 10 13 -9 -5 -13 -10 15 -1 -17 18 -18 20 21 -20 -16 -24 28 -26 27 -27 -25 -28
right_child=-2 2 -4 7 5 -7 -8 8 9 -11 -12 12 -14 -15 22 16 17 -19 19 -21 -22 -23 23 24 25 26 29 -29 -30 -31
leaf_value=0.0027074833724121212 -0.0020253369562426913 -0.00043473605451365435 -0.038083570072127156 -0.0042071396179381793 0.089088185872922776 0.042282472589917026 -0.015327061875450505 0.077969964676840642 0.00037977846709940277 -0.055552782136114226 0.0097589118364683567 -0.022157631156375854 0.0058779154642829689 0.068520419918170664 -0.012755996891631136 0.00028681911068239544 -0.0035165303637702985 -0.011849695841918535 0.092790411440624956 0.040626318581112791 0.050338058940358789 -0.021252932988967157 0.019680027930778918 -0.00080723757559625375 -0.0074094698168538937 0.03864790253563611 0.026125999234114541 -0.023492396560194816 -0.0099422410347347716 0.086588155465528782
leaf_count=31489 45494 26362 143 14138 20 241 202 72 271 84 112 1569 350 46 2572 214116 2211 4694 22 278 74 396 538 10284 396 109 175 161 5227 85
internal_value=0 -1.01479e-05 -0.0370036 -0.0341619 -0.000991268 0.460455 -0.0658597 -0.0981347 0.276328 0.00779452 0.825542 -0.113888 -0.319273 0.234781 0.0054133 0.00946848 0.00246515 -0.121703 0.0426951 0.343173 -0.00718614 -0.290152 -0.065033 -0.0366805 -0.0532595 0.260187 0.529896 0.0952161 -0.0745088 0.975132
internal_count=361931 316437 43610 43467 26825 463 222 16642 585 401 184 16057 1919 317 272827 253280 221791 7675 2981 770 492 418 19547 16975 16437 926 530 270 15511 260
shrinkage=0.05


Tree=5196
num_leaves=31
num_cat=0
split_feature=1430 1160 1459 216 503 1051 910 419 907 1460 1043 292 0 349 1307 214 623 789 705 1441 810 762 403 46 77 528 590 1313 731 650
split_gain=8.91957 21.8347 13.8266 16.8577 16.5668 15.5754 18.6913 16.5404 18.401 16.249 15.4353 16.5996 15.21 14.3902 14.2433 14.0544 13.8556 13.7929 15.2623 23.699 22.1469 18.9919 19.0992 18.5559 28.3906 18.2976 18.1593 18.0567 17.9231 21.1196
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.79663687415197149 -0.76138159556739671 -0.90039657839073961 2.658618568664846 -0.82967816203483158 0.2890029573141405 2.4121013867542573 4.0225375500996012 0.51438651840246818 2.2548141990252453 -0.082036699518476836 -1.2247762314105268 -0.69391358866071406 -1.2128551670404664 -0.91535472357660319 1.1248358748350926 0.33331205723331525 1.0000000180025095e-35 -0.65819684525605759 -1.1769617767253704 2.3437379334978323 1.0000000180025095e-35 0.026960444079247237 2.2656037075080699 0.58895901036483078 -0.68470227070839818 1.7256957373890334 1.253152870847948
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 12 8 13 10 11 -9 -5 -8 -6 -15 -12 18 28 20 25 27 26 -22 -25 -20 -23 -21 -2 -30
right_child=17 2 3 5 14 -7 7 9 -10 -11 16 -13 -14 15 -16 -17 -18 -19 19 21 23 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0027338873960280393 -0.0012550006759197566 -0.00039277952004085478 -0.0097347054580204252 -0.02111504693126684 0.021147154564940391 0.034340912793982013 0.029319628874789068 0.016322474062523084 0.050987142671604271 -0.042001336868610843 0.047609280070949084 -0.060067880759485548 0.001015230295724371 0.045875145884082924 0.0056434229015481924 -0.0042954631694200867 -0.010423087019574284 -0.0023395428784073482 -0.0010685422293282866 0.0017871604538943712 0.0063972909991933087 -0.0026880612924513199 0.032951550425376473 -0.0041683272162043507 0.0071750617163455852 0.014769443759738671 0.0075368329253996183 -0.02040509720929622 0.00056532199743837813 0.0082782560450803868
leaf_count=77813 76640 73558 463 1022 1311 169 166 2047 74 80 57 39 851 64 1471 4414 507 23338 15624 1097 23148 12892 231 7146 5085 878 2603 1610 21993 5540
internal_value=0 -0.0180227 0.00513762 0.0726541 0.207192 0.0233939 0.0107847 0.0566261 -0.0259955 0.188697 0.215775 0.301733 -0.212366 -0.044866 0.26766 -0.0697542 -0.100156 0.00620698 0.0132179 0.0382226 0.0614751 -0.0346181 -0.00754716 0.0934492 0.0179034 -0.00382975 -0.0171153 -0.241824 -0.00540007 0.0430141
internal_count=361931 164106 86293 12735 3245 9490 9321 7448 4718 2730 2650 2086 1873 4644 2782 4478 564 197825 174487 70314 51881 18433 15726 35379 12231 16502 15495 2707 104173 27533
shrinkage=0.05


Tree=5197
num_leaves=31
num_cat=0
split_feature=332 395 909 740 1464 810 1469 625 282 911 1240 954 471 0 1466 913 507 1328 751 1041 18 1193 1449 391 320 1329 779 475 1365 839
split_gain=8.87447 31.9756 16.8191 22.026 22.1519 19.2035 19.1817 18.4761 16.2818 16.2793 16.2716 17.1635 16.0697 18.387 17.7723 20.0017 19.2218 19.9044 19.997 16.0243 16.287 16.9614 15.8165 17.4096 17.0073 19.1189 17.9086 16.2849 20.8798 17.0324
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.62658750036069699 0.66719174563581007 0.23587932444621237 -0.65819684525605759 2.6156269077848826 2.3737248022525961 2.3623678445702434 2.309006585848373 0.82498411159110285 2.9053803668447165 0.35930717134390644 -1.2763526382948709 -0.23309338507459412 1.2735533795563683 1.0941628986121894 0.039838137006648157 1.3125698612407326 -0.74629242495128578 -0.37571827473827563 1.5257935002566381 0.74561756370782817 1.0000000180025095e-35 1.0000000180025095e-35 3.4211239402241866 0.84588897852341605 1.0000000180025095e-35 -0.42638832581415231 1.0982415155723289
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 6 10 5 19 -2 -6 9 -3 12 -12 13 -4 -14 16 17 -16 -19 20 21 -5 23 27 25 -25 -27 29 -29 -1
right_child=2 8 3 4 7 -7 -8 -9 -10 -11 11 -13 14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0032055673841317463 -0.0011700833011804835 0.00043091170565354679 0.0075868551165790875 -0.015026247624116926 0.0022244747768208326 -0.0012334810269466426 -0.022993072809831747 0.037825925449060584 -0.010568859262791502 0.010113288547842915 0.0056976043000233866 -0.011564427409201329 0.0054001398966776835 -0.00059450667253734208 -0.00060715309097586446 -0.010535523610947346 -0.01182474817910377 0.010293773522020178 -0.023422363210749864 -0.010895938509902699 0.019124328744676431 0.048619965719100516 0.0012933255085623891 -0.013513174822140386 -0.0041553097111801966 0.014429412326146963 0.14927480804655932 -0.0058938002992856182 0.005129591203647834 -0.013601043365194552
leaf_count=24614 60207 85066 4343 523 7228 11646 687 165 1971 2201 14321 635 16666 55350 6463 1744 1080 4068 226 5591 448 49 12000 12425 13609 167 43 5739 9286 3370
internal_value=0 -0.0176992 0.00644056 0.0198066 -0.0371825 -0.0789819 -0.0276766 0.060958 0.00951768 0.0140668 0.0343909 0.0983826 0.0223404 -0.00102314 0.0610751 0.00438781 0.0351201 0.0618504 0.173456 -0.172347 0.0801169 -0.172807 -0.0629904 -0.0812715 -0.152064 -0.253602 0.914425 -0.050818 0.0250685 -0.0888234
internal_count=361931 170491 191440 130546 25650 18257 60894 7393 89238 87267 104896 14956 89940 59693 30247 13581 11837 10757 4294 6611 1020 572 81253 69253 26244 12635 210 43009 15025 27984
shrinkage=0.05


Tree=5198
num_leaves=31
num_cat=0
split_feature=785 519 588 728 660 852 21 1452 1470 1469 1469 1163 222 1035 704 942 1110 213 575 759 556 872 689 689 508 491 620 728 150 765
split_gain=15.806 14.2977 17.834 17.7312 21.8738 22.8855 22.4001 18.1559 31.1894 19.4579 19.3634 17.8997 20.2226 22.1684 19.798 19.3521 18.7153 17.7776 17.4556 17.3828 18.455 17.2682 16.6945 20.9718 21.4904 18.906 20.1233 18.0886 17.4648 22.1385
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 0.4926003403048807 0.84122639276026845 -0.1067644305262897 1.6911153983873026 0.77744748183203882 1.4264173337734436 -0.6672948693964057 1.3697789339328648 1.0000000180025095e-35 -0.76811851402710796 0.3444873610531497 1.0000000180025095e-35 0.46683225090780039 -0.56383374419423371 3.0757328524286596 0.72022076402865742 -0.4288425582216272 0.93928964529742032 0.82498920141556809 0.88084169889549835 -0.90320472132347296 -1.1603336855240405 2.3725116543357561
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 18 7 5 -5 -6 22 10 -10 19 21 14 -14 -13 17 -17 -15 -3 -9 -21 -8 23 -2 25 26 28 -26 -25 -30
right_child=1 2 -4 4 6 -7 11 8 9 -11 -12 12 13 15 -16 16 -18 -19 -20 20 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=3.8211151136800453e-05 -6.4247655380532962e-05 -7.3402910971248807e-05 0.00015585226634392757 -2.5064797313056926e-05 0.000171307379149289 6.6887332576667904e-05 -3.8009456388488363e-05 1.4968152979006397e-05 0.00031254676528482984 0.0011286678864402665 -0.00072541911068783112 -0.00013546056521140538 -0.0003260956852569639 0.00061293978998456058 7.372893515169547e-05 0.00057969361386105308 -0.0001623631621483634 -0.00015651248434952201 6.4472770309913175e-05 -1.1520589714481199e-05 0.00035671953829257449 0.00020758939279605821 -0.00010181635061205002 0.00034586327789589468 0.00019779805258390954 -0.00014303468729720024 -0.00013643809309394367 -0.00061183915540264006 3.9277619734960673e-05 0.00058058967009771447
leaf_count=29559 12265 7439 4398 43145 3398 20541 144767 9013 996 147 267 32282 673 824 3338 259 897 243 9681 972 1644 1304 8709 1344 4632 2975 2900 138 12801 380
internal_value=0 -0.0160167 0.0377045 -0.0206412 -0.0300772 0.00717767 -0.0441057 0.0148202 0.0880091 0.431379 0.0530541 -0.0474723 -0.0992239 0.101564 -0.117657 0.212697 -0.00356477 0.457324 0.00546414 0.0634075 0.218508 -0.0359214 -0.0074545 0.0128287 0.0507688 0.0156796 0.0470026 0.179629 0.0815474 0.0571504
internal_count=361931 332372 21518 310854 251671 63686 187985 59183 13039 1143 11896 184587 38516 2896 35620 2223 1156 1067 17120 11629 2616 146071 46144 37435 25170 20400 17425 4770 14525 13181
shrinkage=0.000980392


Tree=5199
num_leaves=31
num_cat=0
split_feature=785 519 588 728 869 921 783 791 861 1229 813 648 704 1452 1470 566 921 689 689 485 1050 867 1443 1469 842 365 1050 1466 580 914
split_gain=16.9268 13.3479 16.781 16.6739 22.0042 21.8322 35.4756 22.6801 29.4312 30.4405 20.7776 20.3033 21.2371 19.1439 31.6462 18.9901 18.7133 18.398 23.4944 24.2064 20.9215 20.2097 17.8599 17.703 17.5433 19.731 24.0493 17.5162 17.3357 17.0943
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 2.1641256470006294 1.8166789435549495 -1.1956137993399691 0.79547082264194502 1.3024667090820021 2.1059719136688364 0.62154522891879982 -0.64429193114355554 1.1511195098725142 1.524658136716935 2.1070440578442247 2.3064030050518314 1.593744732512876 1.4550699066262183 -0.25454184419337994 2.061127723399419 0.29385184197486364 -0.081864550713907927 1.0000000180025095e-35 2.3498453467056337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 13 5 7 -7 10 -9 11 -5 12 -10 16 23 -6 17 -2 19 20 29 24 -8 -15 -20 -26 -27 -16 -14 -19
right_child=1 2 -4 4 15 6 22 8 9 -11 -12 -13 28 14 27 -17 -18 18 21 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=3.9909561525204305e-05 -7.7984908770791452e-05 4.4156871139945421e-06 0.00015045693618377754 -5.3018798842844175e-05 -7.2596806865397352e-05 7.2052628773756912e-08 0.00025805311685781732 -9.2910288549570159e-05 -0.00027118948519551102 0.00030914422495866521 0.00010942480466527472 0.00022998440243396178 -3.2372362342550822e-05 8.728457884518851e-05 0.00083328594733099188 0.00010661497747906092 -0.00010697639328361085 1.944309097929088e-05 8.0769663719694763e-05 0.00026206700014143737 0.00043699096767138985 -0.00069155895508225687 -9.5124964521555268e-05 -0.00075309350841516374 -0.00023613094360671298 0.0010048524425974761 -0.00097995197642996744 -0.00085541508226901636 8.6530763261121922e-05 0.00033874282097830086
leaf_count=29559 8829 17120 4398 94773 82198 18652 4219 11003 2150 1865 3837 2316 13658 8939 313 3066 7944 23099 2602 2467 594 358 840 219 2734 127 55 52 13094 851
internal_value=0 -0.0161544 0.0357456 -0.0206199 -0.0297695 -0.0149448 0.0484773 -0.0266025 0.0190613 0.0531981 -0.0465144 0.0332678 0.014643 0.0137438 0.104705 -0.0652107 -0.00513003 0.014357 0.0395491 0.0669498 0.0433872 -0.100276 0.208329 0.0776217 -0.0670369 -0.190303 0.557558 0.714502 0.0293543 0.0320532
internal_count=361931 332372 21518 310854 251671 166407 23711 142696 44086 33083 98610 31218 28902 59183 9523 85264 49660 41716 32887 27011 24544 5876 5059 9158 5518 2916 182 365 26752 23950
shrinkage=0.000980392


Tree=5200
num_leaves=31
num_cat=0
split_feature=785 852 717 899 1181 791 1385 563 899 557 633 292 1383 836 630 424 699 809 765 739 141 1058 144 728 588 784 652 815 1254 1452
split_gain=8.95276 10.1068 19.9805 24.5811 19.2389 17.6296 17.0231 16.1595 17.8346 17.6114 17.1115 15.492 15.3434 17.5927 18.4927 17.4802 15.5152 14.8752 14.8738 15.0486 15.628 14.8127 16.0593 14.7306 21.3671 20.0524 18.8633 17.7751 20.5497 17.8785
threshold=-0.86283290253235112 1.0747610123934368 0.47434941765559457 0.61042563642583481 -1.3088044079214605 1.0000000180025095e-35 1.1904631146065023 -1.9034908860799797 -0.8181692168808532 -0.55029949318557114 -0.28492769831480119 1.3177968727595089 -0.13274323756065481 0.18510212913164797 -1.4042897032296711 2.1623847703642274 1.4268033224902419 1.6518864604429058 -0.80576718578147366 2.5106116815996127 0.51402258891152941 1.0000000180025095e-35 1.0183957816284683 -0.49008176997875957 2.250834115212506 -0.43785067584756471 1.8627252675032671 1.6638054002796892 0.19319070681832501 0.039474337618497217
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 23 7 4 -4 17 -7 -3 11 10 -10 -9 13 14 -11 18 21 -6 -14 -20 -21 -16 -23 27 -25 -26 -27 29 -29 -2
right_child=1 2 3 -5 5 6 -8 8 9 12 -12 -13 15 -15 16 -17 -18 -19 19 20 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0017071610011584384 -6.7771803395569173e-05 -0.027788325143278638 -0.014761356942308049 0.0084863748512416359 0.00042823886578999309 0.0053652817381945467 0.028515076455236179 0.003953508874533153 -0.0036454798991244 0.074833386067566676 -0.018869362933096687 0.03187810684841777 -0.012130244026675951 -0.013411831930520566 0.01240404189282614 0.035185457752413933 -0.028708517584531364 -0.015828688504592243 0.0034627827711379497 0.083173478599716577 -0.032943447328026725 -0.016302806726723237 0.030360667149633092 -0.0014000329819010505 0.0085692869718159322 -0.0020121532924234527 0.016432971156103936 -0.012151330455778677 0.0056714373758181558 0.0044056203020850981
leaf_count=29559 32635 453 1365 7676 8131 3584 414 3838 3220 42 1699 325 907 2326 1030 205 267 695 5210 50 27 724 125 221960 5190 7150 729 2488 1045 18862
internal_value=0 -0.00740159 0.0256248 0.0706493 0.0143589 0.0364693 0.156835 -0.0300366 -0.0214151 -0.0567017 -0.181923 0.122675 -0.0067868 -0.117421 0.0335368 0.0620537 0.000808711 -0.0193643 0.0401171 0.0839283 1.07038 0.0722446 -0.17848 -0.0127593 -0.0216272 0.064486 -0.00543286 0.0210405 -0.128166 0.0327037
internal_count=361931 332372 42313 21865 14189 12824 3998 20448 19995 15832 4919 4163 10913 4514 2188 6399 2146 8826 6194 5287 77 1879 849 290059 235029 13069 7879 55030 3533 51497
shrinkage=0.05


Tree=5201
num_leaves=31
num_cat=0
split_feature=1431 218 1470 285 1183 947 153 1469 142 1465 128 421 848 1358 834 1467 273 225 351 841 11 158 811 82 707 1191 287 1291 3 1008
split_gain=8.90113 12.3486 11.9169 14.6331 14.3007 14.2599 15.7392 15.5297 13.7672 13.7506 13.6893 13.818 13.7142 14.0407 13.6955 13.5109 14.3067 20.8196 20.7478 17.6525 16.5531 15.2902 14.2858 16.8004 14.4174 14.7442 14.2908 14.1882 14.2042 13.9906
threshold=1.0099929608726099 3.4799190490349763 0.37604385151270814 -1.543620755756536 -1.0295416576669603 2.6219242827724192 -0.35419247731125836 -0.49623949193207878 3.6424795216529828 1.3923513340380111 1.0000000180025095e-35 0.52615140475545419 0.80498746341096805 1.3867751058191389 2.1612684629536689 -0.31819417591303473 -1.4062429412021196 -0.34689431063930881 -0.21906581192477101 0.36381794402035311 1.4905694299752332 -0.81181662045278913 1.0000000180025095e-35 0.25564917577171997 -0.17906825320793476 -0.067453742237275974 0.59318328589621305 2.3812033167488225 1.1776147513267083 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 8 10 -7 -8 -5 -6 11 12 -2 -14 -13 29 17 -17 27 22 -21 -18 23 -20 -24 -26 -25 28 -19 -12
right_child=1 -3 3 4 9 6 7 -9 -10 -11 15 14 13 -15 -16 16 21 18 19 20 -22 -23 24 26 25 -27 -28 -29 -30 -31
leaf_value=5.3732622683049579e-05 0.0065298580763368712 -0.044882547871600412 -0.046875982369819311 0.0058360967480955012 -0.0050762798849828851 -0.050395859095075761 0.036184284437083977 -0.025303888482211469 0.10525557297874155 -0.040053397172009453 -0.0047235898648133575 -0.0027557366067629918 -0.0091534089664564947 0.038539127403940804 -0.050920289406468311 -0.010684156368295476 -0.018580029530192787 -0.01282638490490713 0.059760703689815245 -0.0098779601375882306 0.10002564870750839 -0.0048667729244291046 0.1399315383072163 -0.041564506008816164 -0.058068354961749703 0.10242447761790463 0.090111239489633344 0.1217844556507358 0.061140536863269417 0.005941519625110343
leaf_count=306680 9313 165 211 1723 15180 192 71 170 27 254 3760 3942 1721 102 127 1153 1713 721 211 220 22 8497 51 87 34 44 20 37 53 5430
internal_value=0 -0.0347703 -0.0329653 -0.0919492 -0.0847097 -0.0074303 -0.442259 -0.0682857 0.145792 -0.110886 -0.00149113 0.0542818 0.0964843 -0.120488 -0.0802249 -0.0465499 -0.10382 0.106656 0.345252 0.696048 0.0897251 -0.142881 1.05522 0.730701 1.92 0.738653 -0.246409 -0.0335994 -0.110153 0.0317477
internal_count=361931 55251 55086 17395 17184 37691 433 241 1750 15434 37258 15205 11136 1823 4069 22053 12863 2653 1500 689 242 10210 447 318 129 78 107 811 774 9190
shrinkage=0.05


Tree=5202
num_leaves=31
num_cat=0
split_feature=612 1430 1298 1469 657 588 281 64 1187 188 1468 1218 1260 623 1299 993 982 744 326 767 549 293 1138 698 247 1254 493 501 762 602
split_gain=15.5335 14.1029 20.6073 26.0549 20.0119 21.1394 17.9657 18.2554 18.0824 17.9651 18.0013 18.7285 17.9928 17.9605 19.0943 20.1972 20.1644 18.5497 17.476 17.4324 19.4846 17.7333 19.8144 17.5615 17.6767 17.3408 22.2512 17.165 17.4206 16.577
threshold=1.0000000180025095e-35 0.54622893720785959 1.0000000180025095e-35 -1.0470123060412753 0.72755686970153477 0.71188872395471614 -0.51683025384530856 1.0000000180025095e-35 2.7152258381966963 1.0000000180025095e-35 0.90889364240410331 3.032322835971442 1.1938910223575727 1.0290180936311104 0.69830983612512221 -0.89727091510114898 3.0854258727671673 1.3025484894158337 0.65872944223055041 2.1436167122576428 -1.3900695809707992 0.343694996952913 1.0000000180025095e-35 -0.82766923109679691 2.1714514734189128 1.9388032535656439 -0.14654022800858893 2.0610871784133846 2.5309313214215075 2.6455866734826223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 18 -5 12 -12 -11 14 16 -16 -4 -17 25 20 -7 22 -22 -23 -25 -3 -27 28 -8 -6
right_child=-2 4 13 9 29 19 27 -9 -10 10 11 -13 -14 -15 15 17 -18 -19 -20 -21 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=3.7691383517116823e-05 -5.7709786218739892e-05 -3.1519353585918948e-05 -2.7658721607058997e-05 -0.00010244330988840028 -2.8421494284602317e-05 -0.00030069892087213371 8.6332073077395792e-05 -0.00015060765899172328 -0.00058865161577246702 -3.148653107292548e-05 7.0543147329315271e-05 0.00092045411290087281 -0.00020037644998649015 6.5287220926735375e-05 0.00024882344952284648 6.8929616998154071e-07 0.00033235357481745039 0.00018014452095615509 0.00016688131363921314 -0.00042735062830361146 8.2405337841622443e-05 -0.00030313246798566781 -0.00016228688782712812 0.00018720567537140119 0.0013407795483209037 0.00078324630849148987 -0.00022385111186887818 -0.00017111552183258312 0.00052506045995957525 -0.00026423476284374501
leaf_count=17195 45494 9511 89510 45708 11526 1295 32145 3810 241 35658 5623 104 4623 18745 2056 18322 831 2943 3412 602 2590 352 3544 2128 58 256 192 1369 390 1698
internal_value=0 -0.00586302 -0.0153015 -0.0425374 0.0202583 0.036982 0.0559053 -0.00500982 0.0322502 -0.0617755 -0.0306538 0.0938864 -0.0491427 0.00270513 -0.00840853 0.0454731 -0.0248549 0.0262328 0.0430928 -0.0522076 -0.0314834 0.00255284 -0.0607 0.154011 0.223537 -0.00995271 0.417281 0.0844483 0.0938681 -0.0585549
internal_count=361931 316437 241318 108911 75119 61895 51326 17422 13612 91716 46008 5727 40281 132407 113662 23321 90341 21265 13371 10569 9967 8672 6134 2538 2186 9959 448 33904 32535 13224
shrinkage=0.000980392


Tree=5203
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 941 660 21 852 650 195 416 1470 6 1223 1020 563 498 1393 1183 44 513 582 543 906 864 468 611 829 43
split_gain=13.1236 13.55 17.0042 18.2199 15.9971 20.154 18.4218 22.6007 20.6379 17.6019 17.3594 21.3763 17.9768 21.2205 17.347 17.177 25.4061 18.6942 17.5081 19.0585 17.421 20.5494 22.142 20.428 19.6678 19.0742 18.6068 23.2901 19.2315 18.8718
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 4.1807005710369394 -0.72421686037558375 -1.6471741456694959 1.0000000180025095e-35 2.1314615550283826 0.69976010066948824 1.8189509286970231 2.5482097856432659 0.247320649870471 1.0000000180025095e-35 2.1590889378513896 -0.22119805304004453 1.7244653442151952 0.86267099196819863 -0.15306791814295231 0.81112936548985692 2.0831197595613671 1.0844420916666788 1.0000000180025095e-35 1.8332716930034685 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.716582690482239 4.0985472510895606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 9 6 8 -8 -6 -2 15 12 14 -14 -12 20 17 -17 19 -18 21 24 -23 26 -9 -24 27 29 -28 -22
right_child=1 2 -4 -5 5 -7 7 10 -10 -11 11 -13 13 -15 -16 16 18 -19 -20 -21 23 22 25 -25 -26 -27 28 -29 -30 -31
leaf_value=3.6240085873032859e-05 6.9637176864206856e-06 -7.299513339910478e-05 0.00015472971175634447 6.8003922941743816e-05 -2.4183858132093523e-05 0.00033580053529624356 0.00017571616283264567 -7.7962368183010782e-05 6.3690943876320292e-05 0.00018974456542030294 -3.7083132711862493e-05 -0.00025103006580357332 -0.00069267948693614698 0.00028586913807566669 6.2049079907252488e-05 0.0002075201539643047 0.00018917894074399838 0.0010984510872495156 -0.00050395321795945031 -0.00026791396319137496 0.00018132048031280261 -2.2777612235125416e-05 0.00044120340737627115 -0.00021960775144096338 -0.00022353304983325456 -0.00013427511580771313 -3.2213333341374155e-05 -1.7817649319533155e-05 -0.00047608937974203216 0.0020543679710569767
leaf_count=29559 56406 7439 4398 9681 43007 738 3396 97910 20240 2777 19560 1702 440 166 17522 1977 1109 98 440 809 5142 7038 896 3249 7798 393 10310 7009 691 31
internal_value=0 -0.0131761 0.0391825 0.00768951 -0.0176826 -0.02666 -0.0279675 -0.0408493 0.00640422 0.0160175 -0.0442426 -0.0016221 0.00998851 -0.407671 0.016208 -0.0579086 0.0824724 0.267212 -0.0813998 0.00959738 -0.0633304 -0.0774493 0.0298921 -0.00654466 -0.0884504 0.28754 0.0151673 0.0809784 -0.0567025 0.195363
internal_count=361931 332372 21518 17120 310854 251671 250933 187686 63247 59183 184290 39390 37688 606 37082 144900 4433 2075 2358 1918 140467 114035 8327 26432 105708 1289 23183 12182 11001 5173
shrinkage=0.000980392


Tree=5204
num_leaves=31
num_cat=0
split_feature=50 56 1454 1366 1190 1466 1452 1469 1452 1451 1453 771 1449 1458 1458 1457 1458 1458 1454 905 1394 499 1462 1466 1450 1468 1457 1451 1468 1455
split_gain=8.92514 16.9615 15.7936 21.7497 17.9431 16.5592 26.8262 25.642 23.7311 22.9054 22.4208 19.1481 21.3292 19.1613 18.3786 35.0169 37.9154 27.5981 33.2298 27.3003 22.054 21.6684 21.6495 22.2958 26.5749 31.7472 29.0599 39.7878 33.4292 25.7382
threshold=0.55630078546380823 1.0000000180025095e-35 1.0692506903199488 2.0183251275724516 2.7692006378281877 0.37063072028450655 -0.16089806472507856 0.42433792593615 0.90005214643023135 2.2010410054779421 3.5235182473523379 0.11041082041430782 -0.075572632224640987 0.27516565626892492 0.24391125146464598 3.3643623868376404 -0.4840465965134057 0.46305829664032727 -0.71584950188157126 0.26455086245023229 -0.87085998388827057 -1.5548038149202279 0.67777773269697705 -0.15691252229830835 -0.68397754828010371 1.3991069528470244 1.2180895490156352 0.2765964560887017 0.10685318709370602 0.6706898098482198
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 14 10 -7 11 -8 12 13 -10 15 16 20 -16 -19 -20 -3 -22 23 24 -18 26 28 -28 -26 -30
right_child=-2 2 3 -5 -6 8 7 -9 9 -11 -12 -13 -14 -15 17 -17 22 18 19 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00177287709289492 0.00080534334050128681 -0.0047765420952168161 -0.0024419829492673441 -0.022209210721294569 0.026797963867952662 0.0018321275375609459 -0.00020746756637191294 -0.0070368389813807459 0.032866409812916796 -0.0095945503400496276 -0.033482383506235593 0.026311475857569173 -0.0030225262925048669 -0.0022397618899670977 0.013477443835611606 0.054902957607255325 0.010265840903563873 -0.015084452558886014 0.0088289029324416582 -0.003514375823358817 -0.023208530590712022 0.0055445660936043559 -0.013332775673862603 -0.0073547439632375118 -0.0059107189698818221 -0.030244684417619062 0.0058029866986846913 0.058303160156209316 0.0039409041616906204 0.034884566234314733
leaf_count=123658 84163 4494 18873 762 276 22963 29478 12734 543 536 272 1126 1030 307 3639 118 2994 1383 6478 3516 501 19290 2438 7049 9094 569 897 199 2197 354
internal_value=0 -0.0107563 0.00421 -0.0548846 -0.0405758 0.0135645 0.000365683 -0.0463646 0.0644285 0.232491 -0.0103724 0.307352 0.16461 0.420088 0.0296788 0.00764545 0.00412879 0.0989889 0.0432494 0.08728 0.0705866 0.100637 -0.0585488 -0.036341 0.011219 -0.0350179 -0.0117231 0.335116 -0.04819 0.181439
internal_count=361931 277768 154110 19911 19149 134199 107694 42484 26505 3542 29750 3006 1880 850 65210 50194 50076 15016 11377 9994 24285 19791 25791 23353 16304 13310 12741 1096 11645 2551
shrinkage=0.05


Tree=5205
num_leaves=31
num_cat=0
split_feature=785 519 588 575 635 1382 970 1124 1089 723 499 42 641 1106 728 803 666 333 689 678 1028 264 21 209 1388 217 1256 1240 567 1047
split_gain=17.2549 14.7697 17.0633 17.4723 15.4849 15.7973 15.2745 16.2649 15.26 15.0498 14.7452 17.4725 16.8484 16.7494 14.7045 20.819 34.0497 36.212 20.6977 20.4736 20.1264 19.5783 20.9081 19.9174 23.6621 21.2425 19.091 18.6169 18.3509 21.2165
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.73395965499931781 0.79742370641959626 -0.10381956924684344 0.9142881638016378 0.44837531086292992 -1.0570063487222232 0.0090051675655271005 2.1588699350178979 -0.63088841827233544 0.3363032171123766 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.0308016862606064 -1.1110989058077336 1.0000000180025095e-35 0.85792094380938277 1.0406688472030448 -1.6471741456694959 1.2470654765739884 0.82257700019985236 -0.99253939913350864 -0.26213262545229055 1.0000000180025095e-35 1.6534791294988647 2.5256796091004148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 4 5 -3 7 -7 -5 -4 13 12 -12 -6 -2 18 19 -18 20 -17 -16 22 -20 24 25 -23 -26 -19 29 -24
right_child=1 2 9 8 10 6 -8 -9 -10 -11 11 -13 -14 -15 15 16 17 27 21 -21 -22 23 28 -25 26 -27 -28 -29 -30 -31
leaf_value=4.2026059094656672e-05 1.2766885369024459e-05 -0.00037579399996119211 -0.00014006284424370534 2.4471222453272427e-05 -4.7890569216956478e-05 0.00031954740790290237 -0.00038345568589530864 0.0021482614469968725 0.0002331757349177858 0.00020676650765748654 0.00011511684516854355 0.0010570687054118461 -0.00033747412419142037 0.00024417609677165691 5.9298522496246932e-05 -0.00019287405916226558 0.00030786155762628167 0.00019619060977962757 0.00015545207414860405 5.4814401004175389e-05 -6.1201422092512268e-05 0.00019353202643648161 -6.7793198659202579e-05 -0.00016741769677411134 -1.6871519260335612e-05 -2.9285370841852592e-05 0.000251268287012914 -0.00054918897456174569 5.2459838671540737e-05 9.832511020651563e-05
leaf_count=29559 59183 1359 678 7789 2568 119 144 23 1892 3720 505 45 1395 1281 24168 2881 3351 237 3431 4547 10746 2367 158394 2900 1929 20948 3104 374 7759 4535
internal_value=0 -0.0145633 0.0400607 0.00851798 -0.0718875 -0.273986 0.200751 0.653719 0.0688682 0.158756 -0.0222569 -0.179759 -0.214333 0.0532759 -0.0192669 -0.0278709 0.0649015 0.224262 -0.0332405 -0.0285416 0.0204861 -0.042992 -0.054387 0.00839265 0.0267105 -0.00615464 0.157471 -0.253085 -0.0579746 -0.0640905
internal_count=361931 332372 21518 17120 7439 1645 286 142 9681 4398 5794 1945 1900 3849 310854 251671 11390 3962 240281 7428 34914 205367 174119 31248 28348 23315 5033 611 170688 162929
shrinkage=0.000980392


Tree=5206
num_leaves=31
num_cat=0
split_feature=1371 499 842 1457 1386 150 12 218 403 765 260 1394 1108 1470 56 1046 1260 986 6 759 776 58 281 489 1191 452 1449 550 893 1012
split_gain=8.91929 9.83601 10.3908 10.5711 11.5329 11.2732 16.4233 13.0391 13.0209 13.5981 12.0465 15.2042 11.114 11.0255 10.6195 10.9453 12.1155 12.7175 11.7189 13.4661 10.5569 10.5402 14.7089 10.6314 11.159 10.0001 10.3088 9.96911 9.67394 10.3027
threshold=3.4357416210103824 -1.7751342901158156 2.3752998519744484 -0.29043123479038785 0.43876717292237005 -0.2067416126907046 -1.1220684521596545 0.55380233434565995 -0.55176351922429323 1.2699235628876799 1.3688607998728337 -0.5076262995285773 -0.54281456310233056 -0.14038761377060036 2.4671720876882079 0.73383122276711343 -0.23977542639633925 -0.55545464543911516 0.8039925795042574 -0.17389895468102071 -0.91577903196548316 1.0000000180025095e-35 -0.47685941030930917 -0.39164244328753867 -0.42137211431697646 0.60725649753328859 -0.47069643299368885 0.82007178199848485 0.20174409607882085 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 13 10 -7 8 20 25 12 -12 -3 14 15 18 17 -17 -5 -20 -8 22 -15 24 -23 -10 -27 -6 -24 -30
right_child=1 2 -4 4 27 6 7 -9 9 -11 11 -13 -14 21 -16 16 -18 -19 19 -21 -22 23 28 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00011962192928672033 0.042159172382207351 -0.014947027474829948 0.028386089618517081 -0.030201982527622157 -0.030060050036775317 0.06357129265143012 -0.041521478392943373 -0.042416019616338972 -0.041860956701323469 0.059138333819588988 0.070917315922198951 -0.045428234733312603 -0.048509308987125299 -0.053121742597504365 0.056766062484201164 0.11559329903740399 -0.027925157079162422 0.01112893293210899 -0.038345975451297094 0.052933280191949927 0.040844510108092674 0.045429345090014554 -0.010748135420587147 0.04918870727225761 -0.035839118315184597 -0.047029052889399924 0.058764073526975186 0.033533040847447057 0.072331822640033558 -0.044634771393681376
leaf_count=357287 98 412 113 616 601 54 39 241 319 39 45 66 714 112 24 21 80 50 71 60 146 68 104 237 101 39 34 44 65 31
internal_value=0 -0.137706 -0.15813 -0.187895 -0.0460046 -0.349151 -0.112628 -0.226386 -0.00887489 -0.344991 -0.569557 0.403749 -0.680127 0.072313 -0.148347 -0.228584 0.436765 1.05456 -0.398111 0.33776 0.533597 0.336274 -0.0641091 0.641707 0.0060247 -0.546854 0.33743 -0.442624 0.330919 0.994072
internal_count=361931 4644 4546 4433 2285 2148 911 857 616 431 1237 111 1126 1640 922 898 151 71 747 131 185 718 312 406 169 392 73 645 200 96
shrinkage=0.05


Tree=5207
num_leaves=31
num_cat=0
split_feature=614 890 795 727 588 1356 747 785 854 797 710 791 416 269 768 638 660 675 637 484 291 979 434 513 145 498 216 426 7 706
split_gain=14.791 17.8955 22.183 22.7112 29.3196 22.9882 24.3249 23.0618 21.651 56.8386 22.9822 22.3269 22.1182 20.5643 20.4675 20.0813 19.8405 19.6762 19.6139 20.1042 19.9072 19.63 19.3971 18.5587 24.4692 20.5198 20.0607 20.0685 18.361 17.763
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 2.2668746584208797 -0.86283290253235112 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.0000000180025095e-35 1.2448093987742805 0.24204918951595961 1.8936793896627242 1.273276721297012 -0.72421686037558375 1.0000000180025095e-35 1.758494774759918 -0.36962221474058471 -1.6587956793145497 1.3236708327970526 3.7374297967062331 1.0454229551509682 -0.74296541412576722 0.76359732391387336 -0.53227489839990338 1.6609284024027213 -1.3443557423761756 1.5724059030450566
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 29 5 7 -7 -5 9 -4 11 18 13 -12 -2 -15 -9 -13 19 -10 -20 -21 -16 25 -25 26 28 -28 -18 -3
right_child=1 2 8 4 -6 6 -8 16 10 -11 12 17 -14 15 22 -17 23 -19 20 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.6688990795007181e-05 -4.3211006571256482e-05 -2.9096374098306373e-05 -5.7821925092088119e-05 0.00010335476502544906 0.00023540420750587179 0.00012412967670396465 -0.00036341017946193792 6.5487869366512961e-05 -4.0478112292765474e-06 0.00025089350861281969 -0.00010085963273901749 0.00017137115188720127 0.00033046667211988288 7.0819475106426126e-05 -0.00031593005882159529 0.00051002116218206589 0.00063386302844107298 -1.8974177557227403e-05 0.00065468544968033844 -5.9781541216111961e-05 -0.00020777786045833558 -0.00023527368323733017 0.0018024693099859702 -0.0002484789857698677 0.00022156995332278884 2.8917773380434717e-05 -0.00016856825467638525 -0.00055396224930829739 -4.8935465318614442e-05 0.00010014714349633575
leaf_count=107272 23784 39101 6883 10493 3726 15848 474 8810 37730 4397 3639 4329 1214 4439 2492 462 208 6772 165 42931 5657 3848 23 635 1851 5329 7657 879 4285 6598
internal_value=0 -0.00176571 0.00390925 0.027998 0.0561666 0.0428163 0.111679 0.0128266 -0.0169595 0.0741543 -0.0270097 -0.0377458 0.0735126 0.0326742 -0.0675523 0.11794 -0.019292 0.0574797 -0.049932 -0.0416018 -0.18797 -0.0749526 -0.29658 -0.0593215 0.107286 -0.0876655 -0.139813 -0.210284 -0.0173316 -0.0113636
internal_count=361931 254659 228360 105894 60195 56469 16322 40147 122466 11280 111186 101432 9754 8540 26299 4901 29654 11101 90331 84509 5822 46779 2515 20844 2486 18358 13029 8536 4493 45699
shrinkage=0.000980392


Tree=5208
num_leaves=31
num_cat=0
split_feature=545 1442 322 843 760 705 954 3 641 1046 1242 937 532 1464 1464 1470 1453 1465 1465 21 1469 1457 1451 1451 1468 1467 1449 1460 1460 1449
split_gain=17.5123 18.7028 18.7146 16.6212 15.9402 16.1957 18.2083 17.8185 18.3419 20.5669 17.5828 18.4097 15.8096 15.7824 21.9357 30.8939 26.7938 19.5598 43.8268 28.4601 28.4334 30.1145 28.0929 19.605 19.7206 18.1736 23.1361 28.072 38.3129 21.0735
threshold=-1.0372938969678034 -1.2625182715263061 1.0000000180025095e-35 2.539957888746601 0.24493322962022598 1.3612027609086828 1.6276177283287072 2.0651898783161031 3.2700127965381456 1.2218483482986113 1.7607514234812724 2.1629107790618067 1.0000000180025095e-35 -0.014205097036277146 0.072888949263389902 0.58103954765570087 0.89653246390762387 0.57942899407087378 0.60673285399673105 0.81122649975724037 -0.2995349154645085 0.63151525041848589 0.95334966770049112 -0.44322419471286412 0.50871131412698856 -0.48833496455175684 -0.52972057465151157 0.099810043912261961 0.40135300256177026 -0.52348104485600955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 13 -10 11 -9 -8 17 15 -15 -17 -3 -19 22 -21 -22 23 24 -20 26 27 -16 -29 -27
right_child=1 3 -4 -5 -6 6 12 10 9 -11 -12 -13 -14 14 25 16 -18 18 19 20 21 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-4.5697952440936611e-05 -1.4266569668451853e-05 -3.3739880731034689e-05 -0.00012342100866469529 0.00020634322820445498 -3.486355158107981e-05 0.00012412935050785186 -0.00022637475403526492 0.00013372182641353223 0.00031093372360864452 -0.00045365107257060915 -0.00037842041591105801 0.0010790020562818586 0.00024199411228329045 0.00026800572913028521 7.5087944739253185e-05 -2.3519790868217144e-05 -0.0011092769294335043 0.00075124548743959237 0.00011638490408936586 1.219977031885026e-05 -0.00062810988390020115 0.00032968575736098314 -0.00016285491327576804 0.00026921568049895406 -0.00034813773186087636 -9.3644561909817395e-05 9.2358831369543543e-06 0.0010460261353982235 0.00024755347942808205 2.1090334850091834e-05
leaf_count=94059 24323 81587 17635 1751 54401 10162 1364 5223 1645 214 321 101 434 3685 4790 1288 132 362 2191 1794 983 164 1474 3602 526 11878 12553 266 1617 21406
internal_value=0 -0.00574555 -0.0559595 0.00166987 -0.000149014 0.0102259 0.0892887 0.00412128 -0.000625026 0.230041 0.124638 0.153812 -0.113542 -0.00327822 0.0254058 0.166793 -0.122277 -0.0218481 0.0646927 0.0373005 -0.155735 -0.454123 0.104473 0.168237 0.0283585 0.0120814 0.0670661 0.171551 0.388 -0.0189797
internal_count=361931 267872 41958 225914 224163 169762 11960 157802 152157 1859 5645 5324 1798 150298 57615 5105 1420 92683 11096 10734 2941 1147 7793 6319 2717 52510 19226 6673 1883 33284
shrinkage=0.000980392


Tree=5209
num_leaves=31
num_cat=0
split_feature=1430 1298 1469 44 1328 984 1396 288 353 210 580 1177 227 1396 968 1193 78 907 570 208 294 1190 527 1449 215 751 354 1274 1292 1365
split_gain=9.02451 15.664 15.7687 18.2665 15.325 16.5025 18.8135 15.0956 15.5087 15.7273 15.4597 16.7684 17.2853 16.0179 16.8403 16.0744 15.8038 15.37 16.858 16.385 15.2898 14.974 14.8538 15.2049 17.3842 16.9113 15.3905 14.7226 14.6342 22.3607
threshold=0.54622893720785959 1.0000000180025095e-35 -1.2201123333327371 2.9961381378242353 0.59766152113551951 -0.76235525386206404 -1.5448172815541605 -0.26704414188828945 -1.198225391045652 2.6241919949816612 0.89899322372093049 0.71073199179436186 2.2565080930738985 1.8979660825634428 0.72225156928589984 -0.0043409932561444013 0.1711666690735042 2.2320753679015559 -0.28992075633025499 2.4598392935628586 -0.51320836707454764 -0.88804081425862635 1.9849653232297506 1.0545051875381513 0.36282229417100742 2.6433271418753805 1.4174898420279773 1.4079604207740937 1.0000000180025095e-35 -0.42638832581415231
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 10 -9 22 13 12 -12 17 15 -15 -16 20 -19 -20 -3 -18 23 25 -25 26 -10 -27 29 -4
right_child=-2 7 28 -5 -6 6 -8 8 9 -11 11 -13 -14 14 16 -17 21 18 19 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.016563012260865751 0.00081549246718686874 0.00040791892932591668 -0.0077181426436094382 -0.037473204281807178 -0.0062513912764836886 -0.039199426869963992 0.0037339147358785019 -0.0068277294754775092 -0.00015868807230819625 0.030484516170551292 0.0088221439187556004 -0.0086637958929315431 -0.020482306967330808 0.0039292568198830589 -0.027023849197740642 0.023507282000501922 0.068932088054435542 -0.0017747369173998211 0.017027733944286316 0.095184014679578044 -0.0036223513557492142 -0.0041870317689269498 0.0087870235677250108 0.0095108576867243104 -0.0018608211443410798 0.017540653637905509 0.0072246263020055729 -0.035417427838883041 -0.00066127870616022237 -0.0020031265999619799
leaf_count=1276 85047 20460 23374 162 1993 171 6573 3870 57067 223 5155 1377 360 1717 375 924 48 1113 851 31 43116 169 3098 4903 2334 1017 3905 94 46295 44833
internal_value=0 -0.0108197 -0.0336413 0.0498937 0.0612614 0.102767 0.058209 0.00406265 0.0256379 0.0320118 -0.0210013 0.0889842 0.143965 -0.0318859 0.131992 0.212403 -0.236965 -0.0402039 0.16889 0.410887 -0.0467769 0.275675 0.0301257 0.0230357 0.116761 0.0112111 0.00612654 0.284222 -0.0440108 -0.0733653
internal_count=361931 276884 124677 10175 10013 8020 6744 152207 76511 72641 75696 6892 5515 68804 3233 2641 592 65571 1995 882 63576 217 72418 69320 7237 62083 60972 1111 114502 68207
shrinkage=0.05


Tree=5210
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 660 852 21 650 126 1223 872 1020 563 794 1243 631 699 1393 498 567 636 876 624 361 1124 489 1160 736 1443
split_gain=15.5516 13.94 16.6164 17.231 15.5811 21.0656 22.3441 21.6312 17.6869 17.681 22.2139 20.7289 19.2822 23.4452 18.2379 18.6999 18.2008 18.0749 17.8284 17.4506 17.4022 22.5716 17.4145 17.1515 16.8337 17.9252 19.5051 19.9767 17.0451 16.8011
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 2.1314615550283826 0.70880289725806289 1.0000000180025095e-35 3.0757328524286596 2.1590889378513896 -0.22119805304004453 2.2041218380651819 0.22991414747585318 1.3322478762313528 0.034841831610120742 0.86267099196819863 1.7244653442151952 1.6865844733297715 1.9639105763418747 1.0000000180025095e-35 0.12427715490910153 -1.0288879656311021 -0.4355962831655476 2.9919667345992629 0.68536004617275303 1.470578089058822 1.593744732512876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 6 24 -7 -2 11 -11 12 14 19 15 -9 -16 -13 -15 -14 22 -22 23 -12 -6 26 28 -28 -26 -8
right_child=1 2 -4 -5 5 7 29 9 -10 10 20 17 13 18 16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=3.9012164220949473e-05 4.8866018430276835e-06 -7.1228031980782216e-05 0.00015241421083728445 6.5793921069790573e-05 -0.00015641785679181361 0.00016935514995695323 9.1641341012808607e-05 -5.5543666029153832e-05 0.00018804180578384987 -6.0830566466800352e-05 -1.647689052507214e-05 0.00042476524714081364 0.00020636422286088608 2.0455924622218254e-05 -4.2380420795489982e-07 -0.00012272299580234344 0.00033268028860642968 -0.00013377369667953549 -0.00050036096916396613 0.0010598182853720172 0.00027126274052659581 -0.000399342792037925 -0.00011875134960998411 0.00014677370147938814 5.9743282074391643e-05 -4.9938451516611258e-05 0.00097295320897423509 -0.00043947997027539014 -0.00029982051354045334 -9.9335636716509198e-05
leaf_count=29559 56406 7439 4398 9681 5477 3398 17377 94167 2777 19755 6630 733 1968 1916 6229 39853 1069 439 435 100 2242 262 3537 5252 13575 22854 185 62 992 3164
internal_value=0 -0.0147625 0.0383019 0.00718704 -0.019331 -0.0281828 0.00838706 -0.0419596 0.013916 -0.045277 -0.000952667 -0.0586144 -0.0617212 0.0871466 -0.0674154 -0.0745344 0.0495159 0.231591 -0.070357 0.264775 0.0516061 0.212643 0.0225472 0.0610225 -0.0239733 -0.00730152 0.0546377 0.652901 0.0427439 0.0687359
internal_count=361931 332372 21518 17120 310854 251671 63686 187985 59183 184587 37678 146909 145737 4419 141318 134020 7298 1172 2351 2068 17923 2504 15419 11882 43145 37668 14814 247 14567 20541
shrinkage=0.000980392


Tree=5211
num_leaves=31
num_cat=0
split_feature=614 1028 795 727 588 706 854 797 613 1356 785 747 513 660 468 84 427 936 482 1456 659 695 222 1455 1020 211 1456 1370 1456 1167
split_gain=15.1229 18.3013 18.1073 26.3394 24.3224 23.3593 20.1153 55.1871 19.5362 19.0779 25.5422 21.7574 19.379 19.5559 20.7328 20.3153 19.0592 19.0408 19.9078 18.9593 18.3994 18.394 18.1911 18.1194 17.905 27.5824 17.6831 21.2949 20.1938 17.6106
threshold=-1.0625654336828987 -0.96688480048775205 -0.29258408639884992 1.0000000180025095e-35 2.250834115212506 1.6846785363603172 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 1.0000000180025095e-35 -0.86283290253235112 2.2668746584208797 1.0454229551509682 -0.72421686037558375 1.0000000180025095e-35 -1.4609288237757279 -0.49991583447284288 0.30310323293594316 1.1507662600995168 0.9901232371825377 -0.65794869715300641 2.737480222402255 0.038501197200123231 2.0663805890193063 1.3028993738884604 -0.73648451921285307 0.086884870144167459 0.70223084764880606 0.25279868882371143 1.0360981161417697
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 5 9 16 7 -4 17 10 -5 -11 13 -12 -15 -16 -3 -8 -19 23 22 -6 -9 -10 -20 -26 27 -2 -28 -22
right_child=1 2 6 4 21 -7 8 20 19 11 12 -13 -14 14 15 -17 -18 18 24 -21 29 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-4.1084005143091053e-05 1.154758509227789e-05 -0.00011568604849143616 -5.7205664333732975e-05 0.0001156014725896532 0.00023810360640937772 0.00013202089297173597 -2.1880342460128073e-05 0.00033163839098442375 -1.2231966589309202e-05 0.00012251805202157849 5.3575103845034881e-05 -0.00033909024479474189 0.00012236581235528716 2.577594392090271e-05 -0.00068577643528119241 -0.00012238434611054464 -3.5450436043622596e-06 -0.0001264501479863694 0.00016628161007488143 0.00015683769771857452 0.00032275552484743828 -0.0014361483034787321 -0.00043184937097618276 0.00026183947930510926 0.00086946959110243967 -0.0011054182203556724 -0.00083008022751583741 -0.00011546309146122058 -0.0001203004181089924 -0.00063970959371463521
leaf_count=91156 29257 11262 6611 10023 3575 5043 52115 243 26342 14989 7041 472 3580 5835 461 11077 27895 19122 1833 4316 3570 31 335 1105 42 131 448 12434 11489 98
internal_value=0 -0.00333304 0.00492876 0.027064 0.0581741 -0.0157405 -0.0142935 0.0744475 -0.0242454 0.0457368 0.0179871 0.110129 -0.0162711 -0.0409919 -0.0842407 -0.141855 -0.0343965 -0.0444426 -0.104434 0.0229841 0.255387 0.228903 -0.10693 0.000424082 0.105413 -0.583713 -0.0471238 -0.0234876 -0.140304 0.307623
internal_count=361931 270775 217147 101284 57084 44200 115863 10857 105006 53478 38017 15461 27994 24414 17373 11538 39157 73243 21128 31763 4246 3606 578 27447 2006 173 53628 41691 11937 3668
shrinkage=0.000980392


Tree=5212
num_leaves=31
num_cat=0
split_feature=51 789 633 1391 590 1392 760 1186 837 636 1182 1110 1431 853 356 706 760 1030 75 1461 632 156 144 705 223 760 1101 497 495 485
split_gain=9.04188 12.0974 16.7043 17.4572 17.4175 16.7139 16.2705 15.1678 15.6112 15.2256 19.8919 20.2586 17.3667 17.067 16.7303 15.389 14.8687 18.1614 20.2037 17.0294 17.6597 16.187 18.0344 15.5417 20.4169 16.3721 17.5624 15.9188 16.8676 15.1545
threshold=1.0111847875080273 1.1248358748350926 1.9976441459236287 1.9262293263007251 0.58895901036483078 -1.1283819630554444 1.782335633818487 1.721551684768474 -0.35656870012658676 0.36170677367453913 -1.1908299244755518 -0.89404892513355294 2.7183975746989923 1.0000000180025095e-35 0.509194944163328 -0.56941048635376179 -0.10395360026017735 0.99422031274767553 -0.3103472830514481 1.6859053074631882 1.2494708565932442 -0.67214647191702082 0.22657576777179941 1.3055253477929336 1.2936910358364326 -0.1921337880321474 0.63396854391812385 -1.0851437313241534 0.76031715366789865 -0.39474796056540845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 7 5 -4 -7 9 -9 10 11 -3 -11 -13 15 -15 17 23 19 -19 -21 -20 -23 25 27 29 -27 -25 -29 -1
right_child=-2 2 4 -5 -6 6 -8 8 -10 12 -12 13 -14 14 -16 -17 -18 18 21 20 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0011713922403138123 -0.0017514078547966223 0.0086543060136002794 0.050311834736666505 -0.01791994973302782 0.023673453889583251 -0.0039576008052828694 0.074364729201048516 -0.0013755456479565681 -0.026099561756242687 -0.0058203980458284357 0.0012826469954671086 -0.038960350370787537 0.048547352425746954 0.026115580683920281 -0.041477634774152859 -0.017671793052799818 -0.00076090028563363622 -0.00011082758809283398 0.0027712272598522402 0.012291952449888064 0.069481257809586583 -0.0051845985582168299 -0.018823674428435723 -0.0059894141406611227 -0.0083792400464885158 0.008923611653961978 -0.00050855365143903652 0.011174428125402763 -0.00078194455814825582 0.0015853298254229363
leaf_count=42825 54984 444 78 1097 460 1279 28 665 797 9200 18419 520 91 176 146 239 115730 7438 2139 515 73 4430 2866 1306 1307 6758 4167 6997 1942 74815
internal_value=0 0.000910447 -0.0404154 -0.0539686 0.156072 0.020493 -0.0392923 -0.0441962 -0.282249 -0.0329892 0.00461329 -0.25731 -0.107561 -0.432686 -0.174403 0.0593283 0.00625251 0.0205239 -0.0597265 0.0342922 0.419779 -0.1433 -0.203137 0.0282876 0.108541 0.0210013 0.105771 0.141965 0.172783 0.0130748
internal_count=361931 306947 33639 31794 1845 1385 1307 30697 1462 29235 19944 1525 9291 1081 561 415 273308 157578 17461 8026 588 9435 7296 140117 11552 128565 10925 10245 8939 117640
shrinkage=0.05


Tree=5213
num_leaves=31
num_cat=0
split_feature=785 713 519 588 575 579 728 651 507 567 498 578 312 899 1185 1315 1176 21 649 1469 73 1250 566 1051 1272 923 702 1119 220 698
split_gain=18.1395 15.6001 15.0861 17.2216 16.5847 16.1209 20.3694 18.3313 24.8395 21.3996 18.0997 62.059 23.8839 22.0201 18.8695 22.9426 19.3696 18.6685 20.2166 20.1106 19.9356 19.484 19.4243 19.1729 19.6938 18.9893 18.0065 19.1765 17.6988 17.5967
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 -1.3163276726681863 1.1107569744011787 1.0941628986121894 2.1737059611274008 1.5056538148396468 -0.87905496296652397 2.2039299641339203 0.43611432806480649 -0.0094956056010146537 -0.14308593817256812 1.160805019676987 -0.32341995197817647 0.85789485202400184 -1.1965077841566287 -0.50162251140151748 -1.619009866810974 1.1788656753979934 3.5926503781727646 2.0742188206678471 -0.36513490025409884 -0.91965359459554119 1.5728893760460585 1.8026824849161007 -2.0912857122508268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 10 7 8 29 -10 17 14 13 -13 15 -12 -17 19 20 21 25 -2 -23 24 -21 -19 27 -15 -27 -7
right_child=2 -3 3 -5 -6 6 -8 -9 9 -11 11 12 -14 26 -16 16 -18 18 -20 23 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00012045795280255391 -0.00034916731253215955 5.622798363354752e-05 -7.1325750157629563e-05 0.0001532011773524242 6.296347411551379e-05 -0.00034310679908359658 -1.373168070813828e-05 -0.00013338533596059861 0.00035842884256556765 -0.00059138724190029609 -9.3314255996580021e-05 -0.00011454668337688982 0.00025606927613330279 -0.00051116259726517797 0.00053577436975118218 0.00038377593676167896 0.0018464932956233141 1.4609606540283536e-05 4.416802681812813e-05 -4.1727296163618649e-05 -0.00010283740316963195 6.3947967668510821e-05 0.0003542122127479014 0.00052175764110012901 0.00011005860491973912 -7.0937034010882288e-05 0.00015042969867123335 0.0012022277213554592 -0.00039444717859547519 7.6713569450173521e-05
leaf_count=3144 575 26415 7439 4398 9681 678 86995 1804 1932 119 697 9720 1146 464 1154 342 36 18988 8906 76991 54943 5722 1188 327 4923 17517 3032 33 1025 11597
internal_value=0 0.0408318 -0.017984 0.037158 0.00550781 -0.0227295 0.00112414 0.0740021 0.101481 0.314646 -0.0354608 0.037309 -0.0232532 -0.0552081 0.366718 0.149447 0.578208 -0.0426472 -0.0640419 -0.0149465 -0.0744686 0.0934549 0.121933 -0.0284614 -0.0312632 -0.0340788 0.0960427 -0.362695 -0.0897019 0.0599893
internal_count=361931 29559 332372 21518 17120 310854 103125 16130 14326 2051 207729 16624 14395 13249 2229 1075 378 191105 101379 89726 92473 7485 6910 82241 81914 37530 3529 497 18542 12275
shrinkage=0.000980392


Tree=5214
num_leaves=31
num_cat=0
split_feature=129 652 1035 621 570 1032 1107 779 1184 404 1463 1450 697 156 763 154 779 1390 636 441 2 561 1183 584 212 1449 1074 615 601 8
split_gain=8.87596 11.2424 15.9332 17.5992 16.372 16.0481 15.6119 15.2005 20.189 14.8901 14.8627 17.1494 17.2918 16.6498 16.9512 16.1924 16.5343 16.0303 16.8633 16.8924 16.2168 15.8807 16.2607 15.4627 14.8562 16.0445 15.914 14.5472 14.3586 14.3339
threshold=1.0000000180025095e-35 -0.55024281929118113 -0.79960299853447958 0.66645918752061406 -0.48842593538597845 -1.4152305444624138 2.236363792390887 3.9603511443191191 1.3263133101757074 0.76881834321921005 -0.043407658172389896 1.3925490938444292 -1.3592897956212711 -0.71038064388718147 2.4293175532806113 2.2200738745151671 -0.92378555012076469 -0.46668121304480176 -1.4579052146054727 1.8562834602864664 -1.3316070817106542 0.10134329877398703 2.1856859888522338 1.0000000180025095e-35 1.3794415271719545 -0.14747379796621402 -0.72812877908444873 -0.59108387774323179 2.5112235223019956 0.74590501435691847
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 10 -6 7 -1 9 -9 13 15 -13 -4 28 17 -17 18 19 -12 -19 22 23 -20 29 26 -26 -23 -15 -22
right_child=-2 2 4 -5 5 -7 -8 8 -10 -11 11 12 -14 14 -16 16 -18 20 21 -21 24 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00065006899158250931 -0.0018915024242425868 -0.0040011948316231571 -0.0042503047035656154 0.0020871591505415231 -0.0055151636427288086 -0.00039910724053926651 0.0093307382787729942 0.031634240719779008 -0.063198171419802079 -0.023227929899318118 -0.018142447164098064 0.020119266875771837 -0.01023791134854163 0.0015196708010741247 0.02025464113489649 0.023890048968930544 -0.02409758395552928 -0.0081297980880297924 0.0056083291204540951 0.046275357098864406 0.013221360343984655 -0.021993226316287622 -0.0339629440917339 0.032200984592295916 0.035132403170488831 -0.029341945058883729 -0.0084373484379935762 0.0015762750495524336 -0.019564778587784038 0.0033483919993212057
leaf_count=97192 48087 33635 9404 9182 13314 99557 2669 443 66 90 950 241 1742 24297 790 119 502 982 5014 53 7517 632 150 287 156 309 387 954 636 2574
internal_value=0 0.000469509 -0.00971859 -0.0530893 0.000229374 -0.0166836 0.0201625 0.0152532 0.378988 0.486605 0.0324545 0.078377 -0.120561 0.00115179 0.0325828 0.0989463 -0.28154 0.110151 0.0315091 -0.275149 0.165398 0.0676289 0.122506 0.141243 0.188213 -0.121593 0.118228 -0.144837 0.0224815 0.21188
internal_count=361931 313844 213384 42817 170567 112871 100460 97791 599 533 57696 22569 1983 35127 25723 20586 621 19965 8040 1003 11925 7037 5451 5301 10943 852 543 1586 24933 10091
shrinkage=0.05


Tree=5215
num_leaves=31
num_cat=0
split_feature=614 939 959 1370 795 705 470 484 702 878 768 1456 947 567 973 431 365 1221 209 1469 1452 776 8 346 748 898 710 848 140 832
split_gain=13.0511 16.7573 16.6619 19.952 18.7084 23.1223 19.4735 19.4638 20.4999 17.8735 17.7421 19.4172 17.4596 17.2684 17.2286 17.0152 16.9538 16.9097 16.8563 16.5791 16.488 19.2431 17.5878 16.421 15.8825 15.873 15.8348 15.9221 20.7324 24.9115
threshold=-1.0625654336828987 1.4307804817950061 -1.2907225086880219 0.70223084764880606 -0.29258408639884992 0.28191752204954684 0.66595742291584703 -0.38529859338704892 0.82247273120287534 1.0000000180025095e-35 1.9376207329178159 0.11689593787942389 1.641280574724302 2.0791192644676673 1.1196417996359276 -1.6433289694525792 1.0048316653452785 3.5513468637286456 0.29073845635806289 0.23550153252728254 0.039474337618497217 1.9960333702113955 -1.1248550410920686 -1.2046543511428218 1.3593059060298478 -0.92049997295606201 2.5579636957383234 -0.061178449412244755 -0.94003307609438946 0.054532662286436273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 19 9 17 -9 14 11 -2 -5 -11 -7 -13 -14 -6 -19 20 24 22 -22 -12 -4 -23 27 -24 29 -29
right_child=2 -3 4 12 7 6 -8 8 -10 13 23 15 16 -15 -16 -17 -18 18 -20 -21 21 25 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.8262933079904147e-05 4.0064941289683657e-05 7.5540861179423737e-05 -4.5320128756269061e-05 -0.00018340844462603979 1.9379385583661491e-05 1.0534028176765564e-05 0.00013486994173875829 -1.502547865392022e-05 -0.00010016477374830494 6.8813042881591405e-05 0.00089296178661944314 0.00066346071865627907 4.7850157166656159e-05 0.00041478570699352902 -0.00020406724005649608 -0.00017868010478125208 0.0010651158905573084 -0.00079255659195534589 1.9667007715502221e-05 -6.4345294021236985e-05 -0.0001978191075225711 -0.00043867062703985439 -7.708746898868413e-06 -0.00029294709205893789 0.0001563528275044483 0.00043678050401451627 0.00041491557155854498 0.001131933893561298 0.00010239463932226765 0.00019852518515899801
leaf_count=83177 17769 7979 17581 10460 54457 22146 11249 49867 20717 19380 58 147 481 638 2342 4772 97 333 272 18994 1502 132 6756 1977 2318 978 545 204 4182 421
internal_value=0 -0.0377159 -0.00183532 -0.0558065 0.00427687 0.026057 0.0576642 -0.0146555 -0.0407359 0.0355831 -0.0166962 0.00383071 -0.155092 0.0822094 -0.00874598 -0.150852 0.220852 0.0160918 -0.396955 -0.00861642 0.0202848 0.0770405 0.0533943 -0.251179 -0.0232255 0.357913 0.0791863 0.0602219 0.161888 0.553071
internal_count=361931 91156 270775 35761 235014 109368 55755 125646 70584 44506 24723 22688 11038 20018 24488 4919 578 55062 605 53613 34619 14720 13610 2035 19899 1110 12108 11563 4807 625
shrinkage=0.000980392


Tree=5216
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 21 320 426 705 1394 514 832 817 763 783 1468 1464 1455 1459 1002 988 921 1465 1453 1061 1004 572 1454 1470 982 710
split_gain=19.7274 15.0375 19.8235 17.8481 17.4973 22.7896 18.6258 19.0232 21.1873 17.8105 20.1606 19.9466 18.0319 21.4803 17.7328 20.7741 24.4895 27.3043 17.2244 20.0503 17.765 17.7065 17.1613 16.8402 25.892 18.8247 21.6816 17.1479 18.5447 17.5136
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -0.70163543588998201 3.1329729150046788 -0.9167622850321212 1.3183739815888758 -0.89507556284558343 -0.54536942215353645 -0.23331400946833589 -0.5605470670690903 0.53706170192671621 0.2400496438953339 2.3011637109198864 0.71492702701447042 -0.15930086585587508 0.066535483750973831 -0.32459312438081372 -1.3820670939764912 -0.24051307952136838 0.14486519861544186 1.2041679343814773 -0.87357009987099121 0.59444477453878863 -0.80326163028523578 0.67485211051868899 0.34450605210609392 -1.250993462477682 2.2276597626323835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 14 6 22 -8 -9 -10 11 -11 13 -12 -2 16 17 -16 19 -5 21 -21 -6 24 -20 26 -25 -27 -29 -30
right_child=1 2 -4 18 5 -7 7 8 9 10 12 -13 -14 -15 15 -17 -18 -19 23 20 -22 -23 -24 25 -26 27 -28 28 29 -31
leaf_value=4.1624474531243828e-05 -7.6034254009974903e-06 -6.9000553904285405e-05 0.00043877887615390818 -0.00042030146411738226 -0.00013595586436374605 0.00018713407720462338 -4.3421302351910493e-05 -0.00022960960618009831 -5.7491866837427917e-05 0.00053805455841900423 -0.00034634239210880921 0.00015378214041668697 0.00042878732137971714 0.00028580972583981418 -0.00047188956645230994 -8.5959749517212111e-05 0.00044211573116995317 0.00026826450232818116 -8.927887750169733e-05 4.3223483010342527e-05 9.800052313532832e-05 -0.00017073303887484527 7.6931495963536908e-05 0.00014268031320548093 0.00026882568587809351 -8.0102716367590434e-06 -0.00016901660305715298 -0.00094811350314925674 -0.00010836962291689208 0.00047070919235542758
leaf_count=29559 69525 17071 426 572 23975 1895 125485 1332 1867 1044 878 1545 396 397 500 1526 1441 744 1584 6945 20569 2822 2391 5375 2153 24980 1289 145 13267 233
internal_value=0 -0.0188583 0.00416399 0.00181353 -0.030175 -0.0439207 -0.0474771 -0.0370806 0.0763836 0.125484 0.206113 0.323537 0.00033195 -0.135784 0.00272022 0.15115 0.266846 0.00421811 0.0148796 0.0570096 0.06384 -0.0186839 -0.114115 -0.0106387 0.127761 -0.0228336 0.0846039 -0.0419414 -0.107164 -0.0990437
internal_count=361931 332372 97431 97005 234941 161205 159310 132944 7459 6127 4260 2589 1671 1275 73736 4211 2685 1244 79934 30908 30336 9767 26366 49026 3737 45289 6664 38625 13645 13500
shrinkage=0.000980392


Tree=5217
num_leaves=31
num_cat=0
split_feature=519 268 793 575 1453 693 1209 579 830 767 570 2 1470 563 1317 401 444 1 1392 568 15 622 1116 572 1175 289 690 837 1463 1173
split_gain=8.99587 16.3896 18.6842 17.9756 15.1715 15.1407 14.568 18.4099 15.2722 14.7581 15.502 14.6063 14.6003 13.8806 18.1785 14.5995 13.7304 15.9125 13.6824 16.7684 15.9792 14.3565 17.5253 13.8787 13.4143 13.0759 12.8323 12.6908 12.5823 17.0156
threshold=2.1420547332082829 1.0000000180025095e-35 -0.54762983980573909 -0.86675834133512175 1.2041679343814773 0.29955462398378874 0.6851534687528501 1.877166674616485 2.4569310115382947 1.7038489974058824 0.12617663822885752 -0.86117841211018231 -0.41240113365264836 -1.2720904911601068 -0.88061045847626473 0.66778437295061321 0.53875400747721158 0.76349070814213171 1.2218426735774821 -0.78192869162826983 -0.52445100273699519 0.46557003803339819 1.2005258174712292 -0.82848900141683701 0.089543356779626673 -0.43891038427851098 -0.88134955212268051 -1.3934396199853085 0.92572597085387931 1.479618113215863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 18 7 11 9 10 12 -4 24 -5 15 -15 17 -13 21 -20 -21 -3 -23 -22 -8 -9 -14 -6 29 -7
right_child=1 4 6 13 27 28 8 25 -10 -11 -12 16 26 14 -16 -17 -18 -19 19 20 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00036148087196272947 -0.023433890587525985 -0.013222357453674248 -0.0061064748115976127 -0.0083663693329889231 -0.048187396404072977 -0.0027442419416728223 -0.034316460372176068 0.0089035895114839367 0.048249076369973332 -0.032414872861313941 0.014379127210981483 0.0013772280103749362 0.038596770110556428 -0.035915595187229692 0.019314184546117753 0.010157300272092966 0.013517190773694662 0.018268659882810002 -0.024853618533227428 0.056211369444966824 -0.067302643175746454 0.0059511941528524953 -0.045043703939220803 0.014857067931817791 -0.0036159711161278182 -0.025593188181881672 -0.0043020370358057584 0.013361112129043324 0.024050398621571937 0.037035996859527597
leaf_count=338398 180 3471 1275 350 43 1762 396 186 63 240 413 4677 84 166 2289 231 2430 760 140 102 35 1077 113 241 285 399 824 869 303 129
internal_value=0 0.03753 0.0789563 0.22805 -0.043753 -0.0796288 0.0400875 0.0771312 -0.113686 -0.142204 -0.0819156 0.101311 -0.178986 0.266747 0.317373 -0.14898 0.135106 0.0746803 -0.149637 0.186644 0.414291 -0.191021 0.032321 0.135808 -0.420072 -0.292294 -0.0020549 0.213605 0.0703335 0.00358158
internal_count=361931 23533 15248 3216 8285 7373 12032 9727 2305 2242 2002 9142 1589 3036 2686 397 7867 5437 5179 518 378 4661 1190 276 681 585 908 912 2194 1891
shrinkage=0.05


Tree=5218
num_leaves=31
num_cat=0
split_feature=785 728 578 828 769 1120 1361 1367 1253 501 701 152 846 156 1110 15 518 1260 1257 1177 979 1040 984 1452 7 1174 143 1394 898 72
split_gain=9.04327 10.1026 10.6332 10.3284 14.414 10.2257 10.1023 13.4792 17.1044 15.1173 14.0489 13.7575 13.6198 13.4315 13.7555 13.6479 13.5798 13.381 13.2617 13.0857 12.8178 12.8147 12.5376 12.4597 13.9038 12.0992 11.9777 14.4097 11.8128 14.4692
threshold=-0.86283290253235112 -0.90320472132347296 -0.87905496296652397 2.4043974048115762 -0.8718500750974485 0.15480021310564487 1.0000000180025095e-35 1.0000000180025095e-35 -0.13668248561254906 0.44014584752480296 0.84289592610859465 -0.79919402139969964 0.29736867676700723 0.3066483305190903 1.6678478758131863 -0.24323850124686588 1.0000000180025095e-35 -0.13036403951775125 -0.18730323187946726 2.7783543227957739 0.54200740156551352 0.45212649899641799 0.17546464638792569 1.0213635525437439 -0.39144842771123672 1.2507620924051446 1.4863509518627442 -0.4834107205712645 1.5589203030719661 -0.64052875082997296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 10 20 26 12 28 16 18 -16 19 -17 22 -8 -10 25 -15 24 -11 -20 -4 -28 29 -9
right_child=-2 2 6 4 5 -7 13 11 9 23 -12 -13 -14 14 15 17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0047628345675407788 -0.00036839750957074277 0.0093511391889569973 -0.011659220245534459 -0.11737284519061207 0.036525184578618634 -0.069572404963522558 0.010279206697358748 -0.030540900273729323 -0.0016113726720404045 -9.1805561946025106e-06 -0.032516064807966011 0.0047895659666906893 -0.038147237315094125 -0.0028896081046752226 -0.087574835092785408 0.027309313819419104 0.00099228861797178878 -0.059808729194838206 0.0039690302403007378 -0.031204040726600921 0.016540150488896555 0.025726464361483455 -0.031618054690042828 0.042284521674007897 -0.045874232769902913 -0.035206396485236956 0.058604496917150486 -0.012696504149652097 0.038471722620409522 0.0031574090862135345
leaf_count=3254 332372 3359 1596 20 27 21 5041 250 1575 148 440 5292 202 539 48 46 4469 38 821 95 634 296 285 41 246 109 67 79 65 456
internal_value=0 0.0343783 0.0480318 0.168408 -0.695155 -0.0517075 0.0309259 -0.0178869 -0.107894 0.00761187 -0.264573 0.0505561 -0.194138 0.0766996 -0.0803764 -0.771236 0.113347 -0.256601 -0.0352685 0.190114 0.0744715 0.114962 -0.248317 -0.407986 -0.539806 -0.0170209 -0.173769 0.447173 -0.0706622 -0.158912
internal_count=361931 29559 26305 3427 68 48 22878 11091 4826 2644 2182 6265 973 11787 2182 132 9605 84 2050 5136 2209 1226 824 435 394 930 1742 146 771 706
shrinkage=0.05


Tree=5219
num_leaves=31
num_cat=0
split_feature=614 959 1370 795 705 854 797 794 851 566 755 1329 484 710 1040 1366 659 236 214 133 980 1221 768 1456 947 402 340 772 143 706
split_gain=13.9538 17.3774 19.8483 18.6697 24.7284 20.703 59.0374 21.1149 21.6527 19.3382 19.1929 20.4091 19.3393 23.5823 24.3372 18.2352 18.1668 17.7097 20.6267 20.2655 20.7417 17.684 17.6439 19.2544 17.4955 17.4428 17.9181 17.2096 17.0909 17.3185
threshold=-1.0625654336828987 -1.2907225086880219 0.70223084764880606 -0.29258408639884992 0.28191752204954684 -0.87473648844905705 0.63961785378869596 2.2041218380651819 0.68308976018130074 1.7603402020327763 1.2103694265132638 1.7049693232264631 -0.36962221474058471 1.3536697095467554 1.6617214774862661 0.90180248132876506 -0.65794869715300641 1.7308206281173568 1.4611095838198287 1.0000000180025095e-35 -0.31052711210116629 3.5513468637286456 1.9376207329178159 0.11689593787942389 1.641280574724302 -0.92710518500779682 1.8162821653890682 0.43729382674941125 0.49987443079700039 1.378087883845567
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 4 -3 6 -5 10 27 25 11 12 21 -14 15 -15 -8 -12 -19 20 -20 -7 23 -2 -4 28 -27 -9 29 -6
right_child=1 3 24 5 9 7 16 8 -10 -11 17 -13 13 14 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.8573440565795879e-05 3.8192962195180895e-05 -9.9107325549257587e-06 -0.00018467271130898126 -5.8729117696982531e-05 -0.00025162266945018079 3.5609316971980577e-06 -9.2946168484391004e-05 -0.00092722152174391423 -0.00026362217944711556 0.00020912419443491881 9.4969517898737125e-05 -0.00017963245535885838 -8.1521062316484581e-05 -2.7588303373831282e-05 0.0006343589785780231 0.00042581974637381618 0.00030382258661733753 -0.00070419194044001976 0.00086845497601935101 -0.00056962909723766051 -0.00032673048384161603 -0.00047594855359564048 -0.0002472031559751109 -0.00014890187478445636 0.0002153382839286791 6.1684223570031711e-05 -0.00014080724668487837 0.00011470804361357002 -0.00068245868214606516 0.00036909693503272347
leaf_count=91156 17769 53613 10460 7087 923 39918 615 103 936 3525 9294 5717 44691 2629 321 458 3815 410 204 267 161 452 2035 4919 578 47775 2812 8568 349 371
internal_value=0 -0.00225891 -0.0573515 0.00398618 0.0257515 -0.0149222 0.0734103 -0.024577 0.075206 0.0584495 -0.0342467 -0.0438563 -0.0358115 -0.0679085 0.104403 0.0429404 0.258554 0.0658654 -0.261052 0.0370152 0.394899 -0.000800616 -0.018361 0.00209564 -0.156344 0.0471288 0.0538558 0.107754 -0.205117 -0.0747544
internal_count=361931 270775 35761 235014 109368 125646 11517 114129 9607 55755 104522 94186 88469 48099 3408 3087 4430 10336 1042 632 365 40370 24723 22688 11038 52230 50587 8671 1643 1294
shrinkage=0.000980392


Tree=5220
num_leaves=31
num_cat=0
split_feature=21 50 194 128 77 78 1000 1445 885 213 1444 1318 1449 197 1110 1324 1260 910 1318 422 789 693 73 1383 76 1177 910 277 486 1016
split_gain=8.91535 9.54442 16.1977 13.9061 13.696 13.9347 16.4565 15.9636 13.0569 12.8513 18.669 15.9512 16.2241 27.8626 28.5779 15.2598 19.3582 15.6666 16.5207 16.1373 14.9171 19.3709 15.9339 23.1816 15.8182 15.4729 16.5425 16.0605 19.7762 19.9903
threshold=-3.2545899522946695 1.0000000180025095e-35 1.0000000180025095e-35 1.7580350236293423 0.45853918248858322 0.12251924708837898 1.0000000180025095e-35 1.0000000180025095e-35 6.7447596507476248 -0.1151413586325747 2.3634030697761719 -0.30067575818199738 -0.47069643299368885 0.68923901588140069 -0.071565927594584453 -0.84676110773305913 -1.1263849407573108 0.47436531810587101 2.2471786316084175 -1.6781326543083643 -1.0150778717537359 -0.4099477805795434 1.2950363224501951 0.30283705366788199 0.3663119378849623 1.7293400519200575 0.36754946990321963 -0.74796975992253423 0.39535142215460245 0.65834228227133607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -6 -7 -8 9 10 15 12 13 -12 -15 16 -2 -17 19 -19 21 22 -11 -24 -25 27 -27 28 -22 -30
right_child=1 -3 -4 4 5 6 7 -9 -10 20 11 -13 -14 14 -16 17 -18 18 -20 -21 25 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.013000602925450525 0.049398802923230158 0.00030506191763156879 -3.8909249593677489e-05 -0.01472090661891491 -0.0059458902077524911 -0.018983656362900822 0.094090031804159147 -0.029709559402014963 0.039829829887773803 -0.0058906789210801946 0.036693615032692133 0.0051014744137147933 0.019165631535876016 0.054622692499974562 0.29320713097762668 -0.0022382383956015099 -0.0096420118687611887 -0.052264241460952467 0.094694194596290984 0.0047707148197852489 -0.0044372299897051373 -0.026600557042469226 -0.0063988341419559062 0.016329250053393966 0.196591494243398 0.021296335365843827 -0.014438841539466908 -0.0062917929320273824 0.0068405500513079578 0.043583594283703203
leaf_count=716 122 197008 90144 4959 552 99 67 44 65 884 134 1469 354 36 20 21676 6662 214 38 8672 2800 1860 123 27 25 1182 435 20148 1140 256
internal_value=0 -0.00404895 -0.0190515 -0.0540973 -0.21984 0.164126 0.79701 1.3788 -0.0444181 -0.0463138 -0.0130388 0.292106 0.728164 1.53344 3.52273 -0.0257969 -0.167233 -0.00235731 0.0912022 0.0837608 -0.0935771 -0.330403 0.0593114 1.12951 2.67391 -0.0749204 0.226853 -0.0913037 0.0653734 0.30473
internal_count=361931 361215 164207 74063 5721 762 210 111 68342 68277 39397 2013 544 190 56 37384 6784 30600 8924 8886 28880 2919 1059 175 52 25961 1617 24344 4196 1396
shrinkage=0.05


Tree=5221
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 941 869 660 783 684 158 1356 475 1386 21 417 930 1097 912 592 1324 566 213 126 906 1450 138 1162 813 484
split_gain=15.8382 13.767 17.5582 17.0436 16.8163 21.2951 20.2769 19.9091 19.3389 23.1987 21.3932 20.8864 19.085 23.4003 18.3301 18.3269 18.0999 20.8782 21.7243 20.5111 18.575 18.06 17.8611 17.8307 22.4538 19.8767 19.2795 19.0716 18.5012 19.3844
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 4.1807005710369394 1.0000000180025095e-35 -0.72421686037558375 -1.0732212767954836 1.1866119401304767 -0.0097037466482794068 1.0000000180025095e-35 1.0000000180025095e-35 1.1616048639267007 -1.6471741456694959 0.79743367681248667 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 2.0883641899847656 2.1059719136688364 2.3588601847192812 0.70880289725806289 -0.12598777323505009 -0.48019420566728716 -0.44390300095582519 3.334899416639062 3.0233829522501328 -0.80856081684158221
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 16 6 7 8 10 11 -6 15 13 -12 -9 -10 17 18 -2 -20 -18 -8 -13 24 28 27 -27 -25 -16 -30
right_child=1 2 -4 -5 5 -7 21 14 9 -11 12 22 -14 -15 23 -17 20 -19 19 -21 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=4.0134133944042488e-05 4.0091797564942895e-05 -7.1411106821024531e-05 0.00015598405005061701 6.4951120452043287e-05 0.00026120533198342033 0.00034400849234461341 -7.056930752568647e-05 0.00020891125457477434 -4.1903176980124629e-05 -0.0001787922265909061 -6.1062156930474196e-05 8.8970283939803049e-05 -0.00048654874347540749 0.0007422858655706338 -2.2717585037374498e-05 0.00012503054730804718 -2.977602555339836e-05 0.00014421485118171952 0.00028233218727979361 -0.00033823343131680227 0.00026239016816531234 0.00010429901176866304 0.00058815623014295878 -5.3614915400394617e-05 -9.1198646928109393e-05 -7.1319827849868815e-05 0.00010704601441640242 -0.0012223649676455081 -0.00073263201730980126 0.00046173666598748589
leaf_count=29559 15564 7439 4398 9681 3157 738 82080 2026 19335 3872 1074 9910 539 206 49507 3770 31821 8719 314 1720 1045 3066 318 10236 44691 4035 12279 123 88 621
internal_value=0 -0.0141493 0.0386188 0.00660817 -0.0186892 -0.027887 -0.0292323 -0.0149498 0.0274706 0.00952975 0.161629 0.0265878 -0.0537606 0.0852719 -0.0309419 -0.0129366 0.0158625 0.0612533 0.0117072 -0.227445 -0.019982 -0.0633251 0.107781 -0.0344662 -0.0510181 0.0168088 0.0653916 -0.0629908 -0.0173612 0.343737
internal_count=361931 332372 21518 17120 310854 251671 250933 165787 42181 37205 4976 33333 1819 1280 123606 23105 59183 26317 17598 2034 32866 85146 10228 121580 94907 26673 16314 10359 50216 709
shrinkage=0.000980392


Tree=5222
num_leaves=31
num_cat=0
split_feature=785 519 588 575 635 1382 970 1124 728 660 852 21 650 1163 222 1035 704 942 1110 915 629 1443 361 1124 489 1160 736 1185 357 966
split_gain=14.9739 12.913 16.4491 17.0084 15.3462 15.7421 15.225 16.7819 15.0708 20.4471 22.7214 21.946 17.4861 17.2784 20.0596 21.9386 19.8799 19.3146 18.6983 17.8407 17.2723 16.5174 16.517 17.3316 18.6854 19.8431 16.9069 16.8791 21.9306 16.5395
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.73395965499931781 0.79742370641959626 0.10408616014114798 0.9142881638016378 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 2.1314615550283826 0.77744748183203882 1.4264173337734436 -0.6672948693964057 1.3697789339328648 1.0000000180025095e-35 -0.76811851402710796 -0.47312988904618503 1.5985406371671274 1.593744732512876 -1.0288879656311021 -0.4355962831655476 2.9919667345992629 0.68536004617275303 1.470578089058822 0.77332290300440421 0.90484934335090472 -0.80597679094563957
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 -3 7 -7 12 10 22 -11 -2 -13 16 -16 -15 19 -19 -17 -21 -12 -10 24 26 -26 27 -24 29 -29
right_child=1 2 -4 -5 -6 6 -8 -9 9 11 21 13 -14 14 15 17 -18 18 -20 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=3.9049836608693419e-05 5.5800450330394219e-06 -0.00037598054346166433 0.00015108419448140302 6.4725314270919727e-05 -2.3074869765591112e-05 0.00027368885148807738 -0.00048030642064743573 0.002039546075067262 -0.00015476117507907415 0.00017286786116164254 9.2751046886591012e-05 -3.1774330024528706e-05 0.00018774625800613425 -0.00013106497191943923 -0.00032093042764804038 -3.9504441571173913e-05 7.8895891798621491e-05 0.00058303540224936444 -0.00015912426144862129 0.00056834466711725296 0.0022286120677714716 -9.6770167485727378e-05 0.00010097357404027577 -4.8897987345797402e-05 0.00096012254302593714 -0.00044883577504474905 -0.00029906168583093706 -0.00042665174198704549 -0.00042640158028698678 0.00010929464754329603
leaf_count=29559 56406 1359 4398 9681 5794 137 121 28 5477 3398 17377 146071 2777 32282 673 322 3338 259 897 719 26 3164 10805 22854 185 62 992 377 728 1665
internal_value=0 -0.0137341 0.0373952 0.00640813 -0.0729778 -0.27435 0.200313 0.588607 -0.0181319 -0.0268455 0.00920126 -0.0404304 0.0145769 -0.0437691 -0.0946994 0.105497 -0.113097 0.216069 -0.000134706 0.460746 0.668637 0.0700808 -0.0234542 -0.00693386 0.0539914 0.640293 0.0423549 0.0604771 -0.0950681 0.022707
internal_count=361931 332372 21518 17120 7439 1645 286 165 310854 251671 63686 187985 59183 184587 38516 2896 35620 2223 1156 1067 745 20541 43145 37668 14814 247 14567 13575 2770 2042
shrinkage=0.000980392


Tree=5223
num_leaves=31
num_cat=0
split_feature=785 652 566 476 1170 615 1107 560 618 1190 1249 1181 750 1457 567 1231 1465 0 1106 747 1214 813 144 287 5 135 830 1434 1459 1184
split_gain=16.9454 13.5305 16.8175 17.7394 16.506 15.5671 19.4744 18.6342 16.2321 15.8891 17.1981 16.2354 17.5525 17.4322 17.4849 16.3555 19.6762 20.0673 19.8697 17.6592 16.891 18.1562 17.3571 18.5246 16.8238 16.299 19.3558 18.6386 18.3146 17.3812
threshold=-0.86283290253235112 -0.55024281929118113 2.1710320005650359 -1.316508667510939 1.2961343207916232 1.7711288261699307 1.9154540409428416 1.6983197621915436 1.292553435860506 2.7692006378281877 0.8123216020090237 1.2997001116531657 3.5597954673193617 0.63151525041848589 0.49479209541712504 1.0000000180025095e-35 -0.58737901732551401 -1.4541112896476365 0.65220881888382676 2.2668746584208797 3.3678229459793396 1.304868341751126 -0.46626674435278587 -0.1737262017780371 1.749162597899639 -0.72103600731284334 0.85069160734071569 1.0000000180025095e-35 -0.12956087039131975 -0.041293187484357806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 7 9 -9 11 -11 12 13 15 -15 19 18 -18 -17 25 21 22 -19 24 -24 27 -27 -2 -29 -30
right_child=1 2 3 -5 -6 -7 -8 8 -10 10 -12 -13 -14 14 -16 16 17 20 -20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=4.1053029969137105e-05 -0.00011248537582565368 -3.0256480299424879e-05 -0.00018018317260697325 0.0001140150587396149 0.00080592404792484353 -8.4322138826274502e-05 0.00014760491395585991 -0.00014501201458512469 0.00053226800627728318 0.00048196244385945305 -0.00034288877480118275 0.00010263709893942438 -0.00044459303446055552 1.9088977829468472e-05 0.00019476663308799907 -0.00012233142236913147 0.00046646025553183812 3.1647514347509974e-05 -0.00048628195951996725 -0.00024210926466585128 0.00050216133410546432 0.00014848573083471557 -0.000287947208237873 -7.5094388257268088e-05 -0.0011061818452200846 1.5502327540372945e-05 0.00015110815097512154 0.00022532013937629397 -0.00037827544415245919 0.0001335823147715335
leaf_count=29559 9339 217600 2009 6813 87 11002 4754 4951 176 722 231 8014 827 8256 3950 4760 470 3778 1147 1263 321 1783 2289 3894 195 24340 6045 2000 693 663
internal_value=0 -0.0150782 -0.0261365 0.0678884 -0.134437 0.00618718 0.014765 0.00680147 -0.124103 0.0151695 0.331238 0.0120254 0.000958464 0.00368953 0.0810094 -0.012348 -0.074372 -0.0233711 -0.198252 0.0103004 -0.0415944 -0.0559247 -0.098124 -0.175334 -0.348603 0.0183491 0.044923 -0.055816 0.0891931 -0.117424
internal_count=361931 332372 226509 8909 2096 105863 94861 90107 5127 84980 953 84027 76013 75186 12206 62980 18637 12730 5907 44343 12260 11939 10156 6378 2484 43080 30385 12695 3356 1356
shrinkage=0.000980392


Tree=5224
num_leaves=31
num_cat=0
split_feature=785 519 728 660 852 21 650 973 848 355 1179 126 1223 872 1020 563 699 794 1243 631 1393 498 1452 1470 705 73 1456 567 636 876
split_gain=15.8322 14.505 16.4664 20.3164 22.1491 20.6644 18.4912 17.2131 21.4722 19.0524 17.6051 16.9794 22.8459 20.9375 18.3984 23.4148 18.1079 18.0867 18.249 18.202 17.7761 17.6429 16.8986 17.8291 16.8506 16.8428 16.7889 16.7461 22.3342 17.3586
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 1.6923072129381651 -0.020548877484075464 3.0923382234878019 -0.16355268752948868 -0.56301713979646473 0.70880289725806289 1.0000000180025095e-35 3.0757328524286596 2.1590889378513896 -0.22119805304004453 0.034841831610120742 2.2041218380651819 0.22991414747585318 1.3322478762313528 0.86267099196819863 1.7244653442151952 0.4926003403048807 -0.28624993602619125 -1.9708762701722997 -0.92301370910661007 0.13944338355182523 1.6865844733297715 1.9639105763418747 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 7 8 22 -9 -10 13 -13 14 17 21 -15 18 -7 -19 -17 -16 -2 -24 -11 -25 -27 29 -29 -14
right_child=1 -3 3 5 -6 11 -8 9 10 24 -12 12 27 16 15 20 -18 19 -20 -21 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=4.0731078512712214e-05 -5.4483897150918449e-06 3.9841508628761715e-05 -2.3129034336999347e-05 0.00016613475269233282 6.7364983375833184e-05 -5.4170914355008115e-05 0.0001314705866296734 1.9265883856217598e-05 -0.00012219925095090971 -0.00029833428525703027 0.00054161582066304583 -6.1308356272182305e-05 6.13882450927579e-05 0.00042762721164769278 0.00020391678229026342 1.8440180805217647e-05 -0.0001312918694877466 6.728608239558658e-07 -0.00012057338684828764 0.00033387425859046518 -0.00050142633162289757 0.0010618706658497487 3.3594934157630066e-05 -0.00011968140629705477 -7.1168185476661028e-05 0.00022021745455517817 0.00064900826274388228 0.0002690518099642359 -0.00039840521821802677 -0.00011699151615722442
leaf_count=29559 22418 21518 43145 3398 20541 94167 6225 10991 289 2645 643 19755 11882 733 1968 1916 439 6229 39853 1069 435 100 4246 434 9311 1412 569 2242 262 3537
internal_value=0 -0.0135158 -0.0181762 -0.0272782 0.00863485 -0.0408147 0.0160104 0.00193746 0.0362788 -0.0484787 0.365248 -0.0440525 -0.000620487 -0.0571314 -0.0602572 0.0850997 0.23444 -0.0658259 -0.0729191 0.0506555 -0.0722414 0.262546 0.0252417 0.121134 -0.117901 0.268688 0.35231 0.0527177 0.210732 0.0242011
internal_count=361931 332372 310854 251671 63686 187985 59183 52958 30011 22947 932 184587 37678 146909 145737 4419 1172 141318 134020 7298 2351 2068 29079 6661 11956 2415 1981 17923 2504 15419
shrinkage=0.000980392


Tree=5225
num_leaves=31
num_cat=0
split_feature=733 1459 1433 1450 1321 1312 1396 17 771 151 912 980 1214 1463 81 215 1238 710 227 1321 635 984 128 815 1130 1362 1246 221 245 496
split_gain=9.17702 12.3697 15.9208 15.2479 14.9243 16.3902 15.331 19.555 19.7263 15.8764 16.8116 15.4854 14.4489 14.4482 17.5964 16.7347 17.6873 15.7808 15.2565 14.3104 14.0423 15.9404 15.73 15.3257 16.0686 14.1822 13.9278 16.919 13.8608 13.8547
threshold=1.0000000180025095e-35 0.40413748344094969 3.9728629226440266 4.9048084466922406 1.093264477091183 0.31519285594324048 0.71152996939060731 1.2747406455042187 -0.39761300628893254 0.50130309359684699 -0.64596034217413478 -1.1819915629421676 1.0000000180025095e-35 0.22129606780172761 0.23774810596799917 0.42746539325311139 0.75346069109806069 -0.8678434688648744 -0.71106820727364994 -0.61160849424499431 0.19233974996741596 1.4952192640784359 0.69365422411982114 1.0000000180025095e-35 1.8324106385502887 1.8627633281097242 -0.23151762492436548 2.4681469724424203 -0.6654840235061783 1.2416297258420805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 13 5 6 -2 9 11 10 -8 -9 -6 14 -3 -15 18 -16 -17 -11 21 23 -23 -19 -25 -22 -14 28 -28 -10
right_child=1 2 -4 -5 12 -7 7 8 29 19 -12 -13 26 15 17 16 -18 20 -20 -21 25 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=7.4868817614337767e-05 -0.000580467459208768 1.7894525106942227e-05 0.064033108016286158 0.033683565530418208 0.006584247615455183 -0.0078078023617647501 0.0077818315660586213 0.045258193804326989 0.037258083492164605 -0.006800493444900477 -0.01063381459962082 -0.024465131757477832 0.0038315289650690584 -0.0093431602898900179 -0.018326216559774951 -0.012386120897830285 -0.018217046882444507 -0.011782920001432435 0.020999060939548685 -0.031640140723895836 0.022577877518591985 0.02587515902415324 0.12801045001753628 0.017645513967368704 -0.063663639202656316 0.097615272549730125 0.013841759815896526 0.084014903081879727 -0.026354994359158213 -0.056524548768452559
leaf_count=290164 26773 7191 55 163 5535 13680 1269 83 350 658 3374 367 1369 3834 282 244 423 750 752 1017 933 131 35 712 44 42 288 32 1348 33
internal_value=0 -0.0316175 0.0316717 0.0262618 -0.0512763 -0.0695065 -0.0403586 -0.150175 0.240874 -0.199809 -0.11972 -0.219877 0.0566454 0.0162229 0.07456 -0.0909798 0.123393 0.233065 0.267522 -0.42154 0.288235 0.141775 0.927969 0.0643921 0.27852 0.507705 -0.119007 -0.335972 -0.389906 0.618165
internal_count=361931 71767 15591 15536 56176 47604 33924 7151 833 6318 4643 450 8572 15373 10120 5253 1419 2929 996 1675 2647 1672 166 1506 756 975 3037 1668 1636 383
shrinkage=0.05


Tree=5226
num_leaves=31
num_cat=0
split_feature=821 1443 269 21 733 639 974 1236 566 1462 1462 1462 21 1452 1453 21 1470 1449 21 1458 1453 1450 1464 1018 1456 61 1465 1462 1469 1463
split_gain=14.6022 20.054 16.3966 20.6598 26.7955 24.923 21.8259 20.8139 20.7005 20.4539 29.2588 30.1319 38.2024 30.9202 26.4649 26.1983 22.7055 21.7658 33.4399 25.6568 31.5675 29.5241 25.5635 25.1408 28.8366 38.0513 23.6573 21.6072 29.5503 21.4375
threshold=-1.0305144854359449 1.593744732512876 -1.2832447556410924 -0.32341995197817647 2.3938204998800492 0.24328896595660957 0.63662040823653443 0.46494720282425184 2.0449780822036492 0.64216061943476632 1.1061400540281336 1.0119550964254083 1.9458729514926574 -0.61337927203742115 0.62153978536180354 1.7567652095367545 -1.0944060458206815 0.74561756370782817 0.43301101584543472 -0.65147137259785581 0.75031102189492205 2.3143753708859189 -0.10146673164146425 1.0000000180025095e-35 2.5239682537407448 1.0000000180025095e-35 0.53039040772857471 0.10265607763050343 -1.0588145806293296 0.97777839282527668
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 9 -4 17 11 14 13 15 -11 16 -13 23 19 -19 21 22 -21 24 -5 -26 -27 28 -22 -20
right_child=1 -3 3 7 -6 -7 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 18 29 20 27 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-3.8258063941437159e-05 -5.3029585269739523e-05 -6.3489668463035252e-05 9.2992512022573707e-05 1.2362826091894573e-05 -0.00018775279315119217 -2.3823458880338095e-05 -1.0903727786434354e-05 8.614446915454683e-05 0.00034098047222153136 -3.4158229760557138e-05 -8.0460676850308493e-06 -0.00076805769188701973 -0.0013382486944650144 -0.00046790376896957577 -0.00037291267583156653 -0.00065272441762585819 0.00076726938880941837 -0.00033271724881996225 0.00011940944781325541 0.00031543400160886789 7.2919993584339137e-05 -0.00044195023253298308 -7.6293039602185134e-05 -9.0841742471690947e-05 -0.00040723207980223925 0.00039543498557022971 -0.00089552612017459261 0.00036429804534934823 -0.0010681907034314833 0.00041362617722208071
leaf_count=94827 28170 29663 33277 76702 3745 17010 9719 11011 1509 5955 13956 58 237 1615 1486 190 331 1261 6350 2053 157 418 1196 16942 1721 502 96 104 340 1330
internal_value=0 -0.00189127 0.00451678 0.0107099 0.0447757 0.0539213 0.0806115 -0.00413383 0.107343 -0.0120839 -0.0722988 -0.170653 -0.409238 -0.311903 -0.101688 0.189822 0.521263 0.000884225 0.0835044 -0.049029 0.0292016 0.103493 0.172667 -0.0113394 0.00512784 -0.241722 0.235338 -0.448327 -0.66831 0.174341
internal_count=361931 267104 237441 209271 65260 61515 44505 144011 34786 133000 23828 9872 2431 2194 7441 579 389 109172 13209 5529 4268 3667 3249 95963 79021 2319 598 601 497 7680
shrinkage=0.000980392


Tree=5227
num_leaves=31
num_cat=0
split_feature=545 21 1468 1454 690 1457 1457 1452 426 752 1458 1468 1129 158 1328 912 285 1055 80 1457 1121 829 5 84 158 1260 1141 306 543 761
split_gain=9.10116 13.6242 19.1195 22.3755 16.3911 15.5571 20.3932 23.6514 17.7946 19.4663 18.6976 17.0501 16.6193 16.546 16.3015 19.2853 18.1995 16.7961 16.3446 16.102 15.6473 15.4733 14.6061 14.8914 14.1074 14.0378 14.0228 16.8336 16.4163 17.5849
threshold=-1.0372938969678034 -0.89074317784588486 0.12307085010569886 -1.0155513200009449 0.64865195157852995 -0.25468194628282853 -0.14268812268834211 -0.22703747551118403 -0.70140252322843899 -1.385907308364305 -0.16839995161411095 0.35527105212377691 0.45296063817154147 -0.31049607432497056 0.3923825157760949 -0.56962084305541649 -0.63028858502115404 -0.4420302198832961 -0.014452235072124363 -0.082910131729752548 0.93988808532854418 0.97776482930336939 0.68994247324429858 0.74141625979451187 2.6096961068695737 1.9333610853990641 -0.78392979278718533 1.0505480127069649 1.0000000180025095e-35 1.3730707930577655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 26 4 -4 13 7 8 9 10 21 14 -9 25 -8 16 -16 -18 -17 -13 -11 -7 24 -24 -1 -5 27 -3 29 -28
right_child=-2 2 3 5 -6 6 11 12 -10 20 -12 19 -14 -15 15 18 17 -19 -20 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.003568855827946792 0.00012471367991176248 -0.0066135975683324945 -0.0033620032717460516 -0.0039565473871693091 0.061823131693737099 0.07608111845587251 -0.036234494807307248 -0.027613191315751035 0.0050787396413503562 -0.01259703751002578 0.012876060234835646 -0.029416257227067446 0.026959118750800745 -0.017799043261523807 -0.064100626193403759 -0.057915857137696564 0.15677607170942259 0.012112095427578393 0.025950476052243411 -0.0019020883443293573 0.085214672418594248 0.18153617770986366 -0.0033340475248878187 -0.030873942267896609 -0.018590414843579286 -0.040197926117751963 0.00028838007885324867 0.0061276324340578713 -0.0074761405205757379 0.010437052497774458
leaf_count=19747 267872 13135 99 4204 77 103 629 351 292 132 63 464 119 4152 25 124 30 41 97 6740 39 23 3644 544 674 266 28186 1819 5435 2805
internal_value=0 -0.0271661 -0.0453669 -0.121002 0.63262 -0.132881 -0.0600624 0.266866 0.56556 0.939893 1.41434 -0.106673 -0.207302 -0.219704 -0.475842 0.103707 1.23018 1.92021 -0.400495 -0.067242 0.216332 1.88627 0.0301476 -0.130123 0.0590983 -0.111531 -0.0198655 -0.0923541 0.00622969 0.0255659
internal_count=361931 94059 69450 18070 176 17894 9272 1122 652 360 189 8150 470 8622 946 317 96 71 221 7204 171 126 24609 4188 20421 4470 51380 14954 36426 30991
shrinkage=0.05


Tree=5228
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 1080 429 1002 988 1470 1461 982 572 1461 1455 1455 1020 1244 287 665 710 483 355 975 692 1455 921 1465 225 353 359
split_gain=17.9782 13.5093 19.734 17.9492 17.2363 16.8414 16.8632 18.9211 18.3783 24.5508 19.7019 20.3971 19.8966 22.461 20.0754 25.9948 22.2579 20.7008 18.4603 18.1952 17.4126 17.7488 17.2376 17.1095 16.7257 16.2115 17.5008 17.2656 16.4296 24.177
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 3.9810989087578279 -1.8135161108862325 -0.32459312438081372 -1.3820670939764912 0.34450605210609392 2.168355840084041 -1.1500229142305594 -0.91678480037744148 1.3050064473793943 -0.15930086585587508 -0.19499014169235143 1.0000000180025095e-35 -0.59379989546969569 0.95485082837895607 1.0000000180025095e-35 2.0990458417769733 1.2372166842710774 -0.41434844624859435 0.24898767976083933 0.2946287219803142 -0.1866315278610888 -0.24051307952136838 0.14486519861544186 -1.0055685226055677 0.55938823495656564 0.32346298429964238
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -5 7 -7 22 10 -10 18 14 -14 15 16 -13 -18 -12 -17 -19 -22 -8 -20 -16 26 -9 -27 -29 -30
right_child=1 2 -4 5 -6 6 8 25 9 -11 11 12 13 -15 24 19 17 20 23 -21 21 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=4.0766536548122693e-05 -2.8765689979667602e-05 -6.86153852229322e-05 0.00043871759167106997 -0.00030173097760227458 0.00024896579776903386 -0.00040692377987091097 4.5999337975424582e-05 4.9823985606121153e-05 -0.00055990163814165965 -0.00072762507401380678 0.00042270727654954545 8.2642354569331753e-05 0.00057927710321739091 -0.00043986126392417824 0.00099984296571059366 -6.8881676736636381e-05 -0.00045956843388335458 -0.00012208089752653665 0.00026323676292276308 0.00078686940998123846 0.002202230535277809 -0.00024909780246926198 -9.2846071497409174e-05 -0.00041639975942314939 2.2934945369065296e-07 -0.00041890975085563865 -0.00016405965926905009 7.0759835981115676e-05 0.00041019932440028754 0.00010114699543679646
leaf_count=29559 233988 17071 426 1149 953 562 26078 6845 384 252 767 699 376 132 60 4595 2600 497 339 106 29 27 5154 350 5855 365 2771 15232 1704 3006
internal_value=0 -0.0170164 0.00481754 0.00247061 -0.0277565 0.0155812 0.0188366 0.0607292 -0.00657578 -0.066333 -0.0555903 -0.0441084 -0.0696043 0.340568 -0.086048 -0.156463 -0.299747 -0.38027 0.201593 -0.0476898 0.012893 1.17206 0.024618 -0.0611011 0.0144732 0.0673785 -0.011865 0.102063 0.110013 0.21744
internal_count=361931 332372 97431 97005 234941 79934 78785 30485 48300 17068 16816 16432 14976 508 14468 8553 3852 3153 1456 4701 553 56 31232 689 5915 29923 9616 20307 19942 4710
shrinkage=0.000980392


Tree=5229
num_leaves=31
num_cat=0
split_feature=785 728 1431 852 1077 1183 927 21 902 720 909 832 905 705 1179 497 138 1320 1327 1112 189 993 908 710 279 703 1453 647 590 1313
split_gain=19.5125 15.9419 17.5934 17.1685 19.4185 18.0447 18.9413 17.814 24.5144 21.047 22.8338 20.2334 18.7699 20.8074 19.0141 18.7847 18.6974 20.3875 18.1722 17.4031 17.1441 18.3219 19.6964 20.5717 17.674 16.8511 16.7987 16.7312 36.707 16.7011
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 -0.22706799479215015 4.2406324835638474 -1.5169683801573526 0.52536304805555745 1.0000000180025095e-35 0.037286549240884329 1.0000000180025095e-35 2.2320253790698321 1.1138084143439981 0.6816917737009125 0.62883063453998334 2.7935003018997175 2.347769528813676 0.41077568006301118 -1.206375024104315 0.39784517599715169 0.83536540337838638 2.7059755265676442 -0.89727091510114898 -0.42487639646845682 0.97075099063632964 -1.2044915347063276 -0.75046798499916523 0.72227479758064805 -0.87782724458594241 0.58895901036483078 -0.78345347734674553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 8 11 10 -9 -2 13 14 19 -15 -10 -18 -13 -11 21 22 -7 29 -23 -6 -16 28 -3 -24
right_child=1 27 -4 4 25 20 -8 9 16 12 -12 18 -14 15 26 -17 17 -19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.2562720739430387e-05 -3.2560278329834887e-06 -4.3723617417036024e-05 -6.0299049093147529e-05 -0.00011198054497305194 0.0011429375789974439 -4.1805712753584449e-05 -0.0007870226891202168 3.1891924482362849e-06 2.0765100414849042e-05 -0.00019453776787070503 0.00047300820485501026 -7.8070209039532743e-05 6.5777871454390928e-06 -9.8084128927891547e-05 0.00017843012788614174 0.00030049197641824173 0.00071003137923413527 0.00014490162974773149 -0.00034370890079608911 -0.00049277890762235914 -0.00030956039280130603 -9.2130550694263791e-05 -6.0533282132696062e-05 -5.4000265913867753e-05 2.0529911992277198e-05 -0.00089123771619799687 0.0021777473945939693 -5.5139140197738545e-05 0.0003565148608053956 0.00025812930461542594
leaf_count=29559 21074 4821 35150 1259 22 3531 290 6293 13092 6023 454 6474 5862 11225 92 519 336 4882 2270 1206 1152 9127 1039 1797 93522 195 22 93730 1384 5529
internal_value=0 -0.0176053 -0.00804547 -0.000450589 0.0161203 0.0173007 -0.244351 -0.0277577 0.00270606 -0.0685678 0.0415371 -0.0416662 -0.0997798 -0.136718 -0.237152 -0.0782404 0.0700443 0.187461 -0.148361 -0.252734 0.0202264 0.0224153 0.106525 0.16321 0.0130101 -0.680557 0.698809 -0.0465301 0.0737648 0.219041
internal_count=361931 332372 232437 197287 117463 117246 1549 79824 48128 31696 6747 29818 24949 19087 7343 11744 18310 5218 8744 7229 115697 114545 11896 8365 102649 217 114 99935 6205 6568
shrinkage=0.000980392


Tree=5230
num_leaves=31
num_cat=0
split_feature=785 943 947 638 972 427 700 1254 281 706 904 231 1465 258 79 1046 638 762 975 289 215 1308 1306 206 436 79 12 7 511 1462
split_gain=9.10877 9.73081 14.3128 22.9031 17.3628 15.9178 17.5982 15.4642 17.3149 15.5033 15.2355 20.5429 14.8014 14.5739 14.7951 14.498 14.0707 13.7337 17.7505 17.1417 15.2396 14.0217 14.0198 13.6501 17.408 15.4592 13.6183 15.0639 12.8277 13.0745
threshold=-0.86283290253235112 1.4693784537238983 0.66063686667618471 -1.4528458665879527 0.43307003411774031 -1.0624357510661 0.98156068608587577 -0.66639122907997572 3.0405748208586414 0.44104321348358394 -1.3735150577298259 1.0000000180025095e-35 0.39644886053905232 2.0040214161005392 0.58953174107106876 -1.3358842649780776 0.13077550728049739 0.38148674160055512 -1.308989782220449 -0.54618223487146944 2.043542870305711 0.96721699165429253 2.3107548394452233 -1.1445139169669256 -0.71244648938398958 -0.34240450678597301 -1.1851762414575162 -0.073812656156257081 0.86916646917903151 -0.15866510831521125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 -4 23 13 8 9 17 11 12 -9 -7 -15 -13 -16 20 22 -20 26 -22 -19 24 25 -5 27 -3 -8 -30
right_child=1 2 3 5 -6 6 28 10 -10 -11 -12 15 -14 14 16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0017157055549300053 -0.00020591058778999177 0.049155968076149699 0.056805622095860334 0.13022144840727082 -0.026007120021476982 0.0060410120933179455 -0.021169473823852959 -0.047783992860404835 0.030065679874673085 -0.020563185762643904 -0.0026862641347805759 -0.023413013505773642 0.039866171570128069 0.0087590027908488882 0.029801762857532388 0.05113639787610072 0.16656080302597398 0.05995550728933946 -0.024311534702119449 0.007465724875325353 0.0066526854484715865 0.093532807272305563 -0.06267780241380827 -0.020557844621259706 -0.02527296463185269 0.0127345764302325 -0.016537468440419836 -0.007607429885663361 0.081675044356608134 -0.028600755295928895
leaf_count=29559 302730 129 144 20 65 3331 601 137 195 3133 13967 67 45 48 23 214 21 110 512 1093 157 24 23 885 74 36 4143 386 29 30
internal_value=0 -0.00759849 -0.0565391 0.0542018 0.801226 0.0198492 0.0814556 -0.0906146 -0.187717 -0.208663 -0.0357071 0.42067 -0.38314 0.146379 1.08722 0.783845 2.09926 -0.133684 0.0651699 -0.0234469 -0.2264 0.460639 0.910806 -0.28297 0.455277 1.30435 -0.270062 0.199715 -0.300861 0.716338
internal_count=361931 332372 29642 5307 209 5098 4083 24335 9905 9710 14430 463 182 3423 92 281 44 6577 1738 1605 4839 181 133 1015 130 56 4658 515 660 59
shrinkage=0.05


Tree=5231
num_leaves=31
num_cat=0
split_feature=869 797 728 332 885 555 1452 1452 1369 837 1188 903 416 77 148 489 1258 898 760 644 213 1037 770 965 828 1257 1257 761 156 499
split_gain=9.07436 18.3151 15.2972 18.4415 23.0526 18.7052 17.8506 19.72 18.7513 18.075 16.506 17.471 21.1207 16.3982 18.4741 18.1859 17.8917 17.7735 16.9206 17.2075 16.0789 17.4754 17.4286 15.7676 17.527 15.621 15.7416 15.3631 15.2002 15.1793
threshold=-0.57653763495970078 0.63961785378869596 -0.49008176997875957 1.0000000180025095e-35 3.5474713574483379 1.6632272595049995 -0.44066592451945163 -0.45735874272206839 1.0000000180025095e-35 -0.81830028162617374 0.60329359677158501 -0.7603913627652783 -0.14237819030080226 1.8439069327825519 1.2771599942005214 -0.85807454958501816 -0.96572106779110911 -1.1946854695152436 -0.46050827255553456 0.67327013416482728 1.5075478604318089 0.35657322753436438 -0.13196486059440757 -0.30992143508708098 1.0726466695576369 0.66047843853776078 1.0346390640291632 -0.26286168266130211 1.3963222316686672 2.2391794896672059
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 13 6 7 8 -5 -10 -7 12 -12 16 15 -15 18 28 19 -4 22 -22 -11 24 29 -25 -27 -26 -18 -24
right_child=1 2 3 5 -6 10 -8 -9 9 20 11 -13 -14 14 -16 -17 17 -19 -20 -21 21 -23 23 25 27 26 -28 -29 -30 -31
leaf_value=0.0010101668379843998 -8.2190598019794625e-05 0.0017853664776374949 0.015138699710126208 -0.0044145425621953281 0.014838732879539233 -0.028384745571350581 -0.0036953728466732915 0.040776073475801443 -0.01262352528371357 -0.0080410619307284548 0.13546058240983502 -0.0094811818675074062 -5.6647606136245832e-05 -0.04247465571714748 0.055639057663452784 0.0093707731391251044 0.013444490759739089 -0.011415064502481821 -0.0051255369803408866 0.093603838690193814 0.056336827863310172 -0.0027832524054278241 0.023916635545795793 -0.0056844225718564734 -0.075527789205886361 0.053199208118766862 0.0035006969022529466 0.0051502191040763423 0.12107186810352702 0.099796225783100032
leaf_count=68958 248007 7688 500 2762 662 658 10348 171 479 671 20 224 31 130 90 561 226 15547 1517 48 166 91 1017 833 42 115 183 141 21 24
internal_value=0 -0.00967487 -0.0552261 -0.0776443 -0.142851 -0.0306636 -0.0139005 0.0755882 0.0556146 0.155906 -0.349579 0.0835228 1.17647 -0.163652 0.158991 0.0279858 -0.184767 -0.216031 0.0685421 0.46709 0.213714 0.727306 0.167037 0.253499 0.419569 0.0583465 0.464301 -0.219073 0.504296 0.523981
internal_count=361931 292973 44966 37278 19302 17976 17043 6695 6524 3762 933 275 51 18640 781 691 17859 15794 2065 548 3283 257 3026 2355 1224 1131 298 183 247 1041
shrinkage=0.05


Tree=5232
num_leaves=31
num_cat=0
split_feature=1076 1004 1061 896 797 82 1325 565 1470 1051 423 1173 813 494 844 69 769 350 225 1118 497 835 9 490 572 1390 1050 904 1041 850
split_gain=8.97304 33.2002 32.3721 17.26 16.1645 15.1772 14.922 15.4959 14.2958 14.0311 13.96 20.2944 19.645 16.7324 15.9686 17.9337 17.7307 16.6695 17.2452 16.1954 16.0681 16.2105 15.3235 15.8709 15.0041 14.9249 14.4178 16.3117 14.0727 14.7652
threshold=-0.58297395077464731 0.59444477453878863 -0.87357009987099121 -0.65443709756037149 0.63961785378869596 0.86215552275631324 2.3084911249160016 -0.67075317532999967 0.42335055062262955 0.59841126312166726 -0.28668657270218739 -0.38060427752198706 1.304868341751126 0.88125557930716825 -0.08530256821448258 -0.028148099336227032 0.038543951908705756 -0.74118532892922284 0.25086205513353904 2.5340551698693159 -0.45339233275712226 2.8379655914903021 2.1295314131483036 1.5772890000388182 1.9339081374935008 2.3134181478278379 -1.2147621539059428 -1.164668736569981 -0.89473425193171252 1.9546394169367778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -5 6 7 -3 -7 -6 26 -12 14 -14 15 19 17 -17 28 20 -13 -22 23 -18 25 -16 27 -1 -19 -30
right_child=-2 2 -4 4 9 8 -8 -9 -10 -11 11 12 13 -15 24 16 22 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.02336847263877203 -0.00046639226849717403 -0.032881638510990956 0.0008126471640797809 0.01933643741684573 0.0071833266986867962 0.039765110011648085 0.046186440754801453 0.000239333868511962 -0.017579090169147309 -0.037947264048711571 -0.006567587522761262 -0.013343587014983189 -0.0040273217633790661 -0.025806357101681377 -0.0011780304031509317 -0.02154831223099948 0.026539663211693116 0.040003292870092091 0.03319220029506504 0.051870685622272789 0.0030353928682355868 0.071586655134652011 -0.069832817633418476 -0.025204462126201362 -0.027874620135981566 0.034019501708737708 0.0012963583561259695 0.030229761913437316 0.0015887144700826011 -0.071332174513315458
leaf_count=119 294432 254 6779 3326 572 193 66 1023 84 103 10300 1268 3417 540 7723 326 1390 117 334 76 2207 45 37 117 375 163 25042 446 1009 48
internal_value=0 0.0207978 0.125507 0.247461 0.32426 0.0517067 -0.0500806 -0.107908 0.512621 0.0104492 -0.00499488 -0.0414214 0.00290756 -0.13919 0.043451 0.128165 0.248296 0.0966703 0.189164 0.00480483 -0.0214641 0.0909892 0.439028 0.46977 -0.027602 -0.00797679 0.0338596 0.414694 0.0641555 -0.0189734
internal_count=361931 67499 12400 5621 4001 1620 1343 1277 277 675 55099 29492 19192 3957 15235 6974 3378 1834 1508 3596 3520 2252 1544 1507 8261 7886 25607 565 1174 1057
shrinkage=0.05


Tree=5233
num_leaves=31
num_cat=0
split_feature=785 519 588 575 635 1382 970 1124 1089 728 660 852 21 650 126 1223 872 1020 563 699 1393 794 631 1243 498 567 636 876 624 505
split_gain=13.3858 12.5417 15.457 15.9541 15.2537 15.6759 15.1872 16.7973 14.6954 14.6937 20.4109 22.5641 21.5762 17.6203 17.0642 22.0845 21.3915 17.9269 23.351 17.9026 17.7874 17.5949 18.0731 17.6388 17.3916 16.9282 22.2796 17.0319 16.8952 16.601
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.73395965499931781 0.79742370641959626 0.10408616014114798 0.9142881638016378 0.44837531086292992 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 2.1314615550283826 0.70880289725806289 1.0000000180025095e-35 3.0757328524286596 2.1590889378513896 -0.22119805304004453 0.034841831610120742 0.86267099196819863 2.2041218380651819 1.3322478762313528 0.22991414747585318 1.7244653442151952 1.6865844733297715 1.9639105763418747 1.0000000180025095e-35 0.12427715490910153 0.62503261066003934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 5 -3 7 -7 -5 13 11 -11 -12 -2 16 -16 17 21 24 -18 -20 23 -23 -14 -19 27 -27 28 -17 -30
right_child=1 2 -4 8 -6 6 -8 -9 -10 10 12 -13 14 -15 15 25 19 18 20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=3.6233042142872251e-05 5.2194100853712499e-06 -0.00037274642827704005 0.00014693861901996511 2.0841210890500432e-05 -2.0576211884409751e-05 0.00027551568837642069 -0.00047762667995808472 0.00204350300991967 0.00022590366326351134 -2.2734126160187955e-05 0.00017112001784000286 6.8665493082637689e-05 -5.388917217986402e-05 0.00018813273280521937 -5.9740439411330151e-05 -1.5170472456976477e-05 0.00043032636578610206 0.00020275113431931894 1.726120532067222e-05 -0.00012582020850912008 -0.00050307054884099673 -2.2178016539158596e-07 0.00033189286790712179 -0.00011922536420635839 0.001055174621414435 0.00026962535708111441 -0.00039715139529626127 -0.00011615411363418079 6.1410853194188649e-05 0.00030770524313132206
leaf_count=29559 56406 1359 4398 7789 5794 137 121 28 1892 43145 3398 20541 94167 2777 19755 6630 733 1968 1916 439 435 6229 1069 39853 100 2242 262 3537 3499 1753
internal_value=0 -0.0137228 0.0366746 0.00664404 -0.0702659 -0.271172 0.202595 0.590404 0.0643704 -0.0180578 -0.0266636 0.00935661 -0.0402395 0.0142427 -0.0435533 1.15491e-05 -0.0566739 -0.0598353 0.0837089 0.23824 -0.0735092 -0.0653369 0.0495741 -0.0723406 0.260966 0.0524511 0.211369 0.0237718 0.0618257 0.149875
internal_count=361931 332372 21518 17120 7439 1645 286 165 9681 310854 251671 63686 187985 59183 184587 37678 146909 145737 4419 1172 2351 141318 7298 134020 2068 17923 2504 15419 11882 5252
shrinkage=0.000980392


Tree=5234
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 921 783 791 861 1229 648 704 813 1443 566 930 1097 912 592 848 565 842 580 1374 732 1034 21 1060 1324
split_gain=14.1316 13.0925 17.0837 17.1358 15.8299 21.4706 21.7334 33.5339 21.3008 28.1008 29.5574 19.7722 20.0396 19.1236 18.0282 17.8354 17.7788 20.3026 21.9343 21.2673 19.5452 17.8314 18.15 16.9193 16.8533 18.517 16.8537 17.0257 20.8768 16.625
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 2.1641256470006294 1.593744732512876 2.1059719136688364 1.0000000180025095e-35 0.56536575231373476 0.42756386418284192 -0.59494694347224619 3.5086024243106082 1.1604233505739945 -0.75742693342923417 1.0000000180025095e-35 -0.66177662735578835 3.2946899365908435 0.11467517756427571 -0.89074317784588486 0.45723879789392502 2.0883641899847656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 16 6 8 -8 13 -10 11 12 -11 24 -9 -7 17 18 -2 -20 29 22 -22 -14 25 26 -6 28 -28 -18
right_child=1 2 -4 -5 5 15 7 14 9 10 -12 -13 23 -15 -16 -17 20 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.7254372359968386e-05 3.922800201510399e-05 -7.2358513803384903e-05 0.00015324532179245937 6.4374905749963344e-05 -4.2709057704711527e-05 -6.9637402121676395e-05 3.4198168725730818e-06 0.00025618304775785458 -8.9662147521333673e-05 -0.00026333504074571405 0.00030556945581780576 0.00022781663378517605 -3.1551541185193898e-05 0.0001059123320882195 -9.8938143797253138e-05 0.00010409669591726873 -3.7692092194943978e-05 0.00014185141021045097 0.00029481543839494613 -0.00034757370014336288 -0.00016480248497228924 0.0012143714076815694 0.00063744028660606242 8.5989604644077055e-05 -2.2731241708042134e-05 -0.00054947693173037408 -6.1601948854345473e-05 -0.00017183966841091483 0.00052600414935995957 0.00024472899180275184
leaf_count=29559 15620 7439 4398 9681 25528 82198 18652 4219 11003 2150 1865 2316 13658 3837 840 3066 31208 8719 302 1676 323 89 241 13094 52529 601 1882 13824 409 1005
internal_value=0 -0.0140372 0.0374261 0.00585637 -0.0184643 -0.0273891 -0.0127323 0.0506037 -0.0243773 0.0199066 0.0532758 0.033617 0.0152191 -0.043702 0.206126 -0.062445 0.0150567 0.0600381 0.0111854 -0.233242 -0.0204689 0.364765 0.206552 0.0294859 -0.0509751 -0.0876504 -0.0821564 -0.144131 0.0580227 -0.0286308
internal_count=361931 332372 21518 17120 310854 251671 166407 23711 142696 44086 33083 31218 28902 98610 5059 85264 59183 26317 17598 1978 32866 653 564 26752 94773 42244 41643 16115 2291 32213
shrinkage=0.000980392


Tree=5235
num_leaves=31
num_cat=0
split_feature=821 1442 1396 407 795 717 706 566 1099 854 797 784 889 1111 920 652 15 695 54 1005 1053 955 501 1259 1039 859 1364 729 690 851
split_gain=15.9536 21.8354 20.3302 17.5932 18.5994 22.001 25.1464 24.9927 30.6465 19.8562 54.9403 22.6455 19.9126 20.0008 19.2616 20.82 19.4562 18.958 17.7005 17.4272 17.2986 18.9287 21.805 16.9827 20.9444 16.9465 24.8713 18.7946 18.5521 16.866
threshold=-1.0305144854359449 -1.2625182715263061 1.2676718974403742 -1.2965003005540392 -0.29258408639884992 0.47434941765559457 1.6846785363603172 1.6668163271194893 1.8414755001195664 -0.87473648844905705 0.63961785378869596 0.9594655836162902 2.6474452267957287 0.8790250902223844 -0.83967173534858641 -0.98896428961744431 1.1961882012958309 2.4417758854593621 2.0367191565872536 -0.73131249138158405 1.3953655741160174 -0.56067130660624642 -0.84819667254465869 0.53202512072826491 -0.017986183676610815 -0.54135187694831066 2.6312099436705174 0.75637635299260908 1.7102856480242681 -0.33811283005707693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 20 5 6 -5 8 14 10 -6 12 19 -14 16 -16 -7 -9 -17 29 -3 22 -22 -21 -25 26 27 -13 -29 -11
right_child=1 3 -4 4 9 7 -8 17 -10 11 -12 25 13 -15 15 18 -18 -19 -20 23 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-3.9508849906972466e-05 -4.0774284473265412e-05 -3.7551272071664358e-05 -0.00026314486793241549 -2.7152379222561224e-05 -5.3353705277132054e-05 0.00026487541827943119 0.00014989837896317603 0.00025579361281188076 -0.00019828778036978464 -0.00016877329420020279 0.00025923570470761222 0.00020720380125997898 0.00032106354657934815 -0.00060612879455906215 0.00015739381472361266 4.1388227798598233e-05 -0.00016233814795388814 -0.00062727676991756586 -0.0001346013481347148 -4.0839629497920472e-05 0.00088128995808181717 -0.00045112228424871894 -0.00015611443949117718 -1.4244082326410706e-05 0.0001739506656326424 -1.4760417063145317e-06 -0.00056919945850562881 1.0596227962659139e-05 -0.00090378156869557109 -3.6070473271929525e-05
leaf_count=94827 37690 19492 3057 33984 6282 3414 4682 3581 3000 8567 4124 5235 1161 147 6579 33975 557 104 3150 45683 117 1907 886 8699 4864 13642 234 1875 127 10289
internal_value=0 -0.00149262 -0.0572067 0.00637726 0.0121286 0.0355766 -0.00644883 0.0640337 0.0506192 -0.00754083 0.0824366 -0.0176034 -0.0356925 0.23806 0.0625404 0.0488777 0.207753 0.233885 0.0278656 -0.0404313 -0.0637249 -0.269387 0.00322925 -0.021068 0.0513464 0.0458637 0.127637 0.14952 -0.045763 -0.100079
internal_count=361931 267104 40747 226357 203955 93026 38666 54360 50675 110929 10406 100523 79410 1308 47675 43704 3971 3685 37125 78102 22402 2910 1003 59246 13563 21113 7471 7237 2002 18856
shrinkage=0.000980392


Tree=5236
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 941 660 21 852 650 195 416 1470 6 1223 906 145 1080 803 626 844 943 909 361 209 876 1260 898 428 1175
split_gain=12.8193 11.8279 15.5217 15.8789 15.3987 20.9641 18.9416 22.1685 21.0693 17.7038 17.1782 21.2145 18.1784 20.8748 17.5943 16.9376 19.9588 18.2542 24.0828 16.907 19.6111 18.8324 18.6146 18.9453 16.7814 17.8538 17.197 16.6104 20.241 22.1405
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 4.1807005710369394 -0.72421686037558375 -1.6471741456694959 1.0000000180025095e-35 2.1314615550283826 0.69976010066948824 1.8189509286970231 2.5482097856432659 0.247320649870471 1.0000000180025095e-35 -0.018969399028744477 1.7650405138493104 2.2092738772757108 0.85523949479533445 -0.43559864267308701 3.0589350061220624 2.8904223869454788 1.4677434633887529 -0.99681342323076916 1.2739501719214241 1.0000000180025095e-35 0.72229021684641748 -0.015687834310762708 1.4296152918501643 -0.6447390356546564
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 9 6 8 -8 19 -2 15 12 14 -14 -12 17 -17 -9 -19 20 -6 22 23 -21 25 -16 -27 28 -25 -30
right_child=1 2 -4 -5 5 -7 7 10 -10 -11 11 -13 13 -15 24 16 -18 18 -20 21 -22 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=3.6204650787058155e-05 7.1010158318866358e-06 -6.9160618407814074e-05 0.00014676352442704818 6.2511106005711491e-05 -0.00013313812262229048 0.00034354897947174676 0.00017410863660726584 -4.2623661979547576e-05 6.5699822231726074e-05 0.00019045633910242933 -3.6917098678053866e-05 -0.0002496116740944233 -0.00069233666074491299 0.00027819212534711287 0.00012129773882880558 -0.00010090183270603847 8.5156901797978803e-05 2.0920151962658046e-05 0.00044523819608008927 -0.00015045640186802674 0.00055544108863570581 -0.00060016966029755893 -0.00016683455370201727 0.0001159543557958581 -0.00014560665488794867 -2.9437876230045742e-06 -0.00050764878337338675 -2.9475249052503475e-05 0.00035283130300593025 -0.00031587322085929802
leaf_count=29559 56406 7439 4398 9681 9608 738 3396 78677 20240 2777 19560 1702 440 166 12251 57949 4780 2748 746 3509 209 452 2955 13919 1675 3153 443 11052 311 992
internal_value=0 -0.0126741 0.0362633 0.00617389 -0.016885 -0.0256957 -0.0270314 -0.0400976 0.00782982 0.0161842 -0.0434644 -0.00105055 0.0105204 -0.409554 0.0167781 -0.0570617 -0.0905014 -0.0346054 0.117895 -0.0235721 -0.117089 0.000836405 0.00606666 0.0242021 0.0642147 0.0858808 -0.0568951 0.0443952 0.0914409 -0.168159
internal_count=361931 332372 21518 17120 310854 251671 250933 187686 63247 59183 184290 39390 37688 606 37082 144900 62729 82171 3494 43007 9817 33190 32738 29783 17522 15847 3596 26274 15222 1303
shrinkage=0.000980392


Tree=5237
num_leaves=31
num_cat=0
split_feature=181 64 292 277 1186 1161 1458 1443 557 1118 568 674 124 89 56 156 705 591 1470 1396 660 152 1243 349 759 1398 1310 973 1248 1106
split_gain=9.09029 11.7462 16.9564 14.7244 17.0605 18.0844 14.9848 16.2728 15.5381 17.0863 15.9188 15.0742 17.983 14.9505 14.6573 13.8363 17.8825 20.9154 20.6772 16.9734 16.0639 16.0361 17.1286 15.9175 15.17 15.0685 14.5761 15.2248 15.0873 14.6634
threshold=1.0000000180025095e-35 1.4455540108994724 -1.7663287268351435 -0.11730799000982568 1.3805736093567125 0.37865881405819368 -0.24405659694353735 -0.65766373710084702 0.069725407624169053 -1.1788164169820519 -1.1949010994468743 1.370096052579387 2.0390078795600584 0.337886196018166 0.58160213896575708 0.65075587825053571 -0.46330323811509444 2.2695630500608774 -0.88941034967768895 1.0399185364295171 -0.72421686037558375 0.76340278046395105 1.3361942893739629 0.12105976533034352 -0.044628623728890156 -0.61266531542322367 -0.67917587712485961 -1.4114197743964187 -1.1426907464717122 1.3487235794160608
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 15 7 11 -8 10 -10 12 -4 -14 -11 19 17 18 -17 26 -20 22 -21 24 -18 -24 28 29 -5 -28
right_child=-2 2 3 4 -6 -7 8 -9 9 14 -12 -13 13 -15 -16 16 23 -19 20 21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00029766816873656401 -0.0015173793095625166 0.014704645278605983 -0.014653610534699388 0.030354333278696122 -0.019945007018604938 -0.0095013438448450574 -0.0067681163801883637 -0.0032135531634942833 -0.021939664291166117 -0.0043987509298289967 0.045076258562866914 -0.039673365568387492 0.093469359844259539 -0.029780616723914327 0.018422043509865264 -0.013746972248053961 -0.0033625702444390277 -0.060228351695455276 0.0065563985546840875 0.018937827565930404 0.046992961037194046 -0.02315241654090926 -0.015274459377679676 -0.016901808893020356 0.037324851142647053 0.11422402616007471 -0.041574578467331758 0.0034362676293966062 -0.022484315630594914 0.063154502447562239
leaf_count=261568 75166 856 3655 93 676 1890 4047 2856 77 1670 262 546 50 38 462 149 386 53 215 567 555 142 21 541 286 47 241 3963 833 20
internal_value=0 0.00175335 -0.0518102 -0.0647225 0.0070004 0.033169 -0.120817 -0.208926 -0.0380026 0.112754 0.631486 -0.321983 -0.264738 1.00961 0.0334604 0.0868676 0.264854 0.500721 0.577044 0.0229523 0.734827 0.370609 0.529079 0.0289321 0.298914 1.64624 -0.0316037 0.0314747 -0.33034 -0.608474
internal_count=361931 286765 25197 24341 10678 10002 13663 7145 6518 2471 339 4289 3743 88 2132 8112 2185 972 919 5927 770 777 635 1213 672 68 5150 4224 926 261
shrinkage=0.05


Tree=5238
num_leaves=31
num_cat=0
split_feature=1464 1457 1468 1462 1451 1457 1453 1458 21 1457 1467 1450 1463 1469 1461 1465 1452 277 1449 1458 1454 1450 1464 1470 1458 1452 1458 1452 1463 1450
split_gain=8.96874 14.0405 24.2234 21.6639 20.3707 19.7882 44.2091 30.9616 31.1251 27.7439 23.5594 22.8266 23.3337 22.0541 21.3169 39.0177 19.5059 23.2417 19.3421 27.751 26.4891 20.9224 22.8408 22.8906 20.8368 20.7726 35.2688 35.1438 25.2354 40.4339
threshold=1.5993600128483978 0.68635126017805159 3.2937191260639342 0.51820475264331234 0.13675593870780142 0.31419197391419401 1.1632792557058573 0.19850331643925798 0.81122649975724037 0.32467392806057416 2.8240099058248513 -0.69232819917838839 0.95688614287810314 0.95150619086923827 1.4098417307792441 -0.086068629075202727 -0.29801440414491698 0.11483744676785852 0.10239950818037324 -0.47148708895641395 1.0692506903199488 -0.61730124752240512 0.44527658135417753 -0.27048103632288417 1.1037714186769987 -0.45735874272206839 -0.44174279345996664 0.50143181815562798 -0.27166867249904625 0.42828692282830078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 8 9 -7 13 -10 -13 -9 16 -16 -11 -18 21 20 -20 22 -3 -24 -23 26 -21 -27 29 -28
right_child=-2 18 3 4 -6 6 -8 10 11 14 -12 12 -14 -15 15 -17 17 -19 19 25 -22 24 23 -25 -26 27 28 -29 -30 -31
leaf_value=-0.00023996199102756827 0.0020400372653699311 -0.0054393551401604977 -0.0213403991219277 -0.012451603245731274 0.016011287261589041 -0.031024499810566056 0.011143248486282481 -0.0013997092897032185 0.021235397922178278 -0.01504056468887784 0.043947119483679811 -0.0063944301829000488 0.028152095589371463 0.02800021784312778 0.028870495593438145 -0.029902981490988953 0.00041210152828196061 -0.017242405120428975 -0.01405517098728226 0.039690183876857396 0.0070559728306091619 0.0063758119256337566 0.00029653973200006783 0.03760507909796424 -0.0044229013220757826 -0.0090305437955583833 0.0066104235410678535 0.0041915848255894873 0.012791154364751449 -0.013967890909979925
leaf_count=255208 22704 5850 1693 928 515 1178 2245 5952 568 7452 143 2572 236 321 429 298 3660 1970 3951 318 988 20059 645 279 2793 6073 3502 4908 2562 1931
internal_value=0 -0.00671435 -0.0136586 -0.226392 -0.0222276 -0.011323 -0.0742244 -0.107064 -0.16173 -0.217242 0.0317418 0.0298011 -0.0580705 0.00762169 -0.186928 0.204692 -0.212714 -0.100918 0.0278142 -0.0209495 -0.184436 0.0682685 -0.0499272 0.281593 0.1013 0.0172312 0.102511 -0.0503527 0.0704934 -0.0189172
internal_count=361931 339227 285368 3136 1443 282232 27024 24779 18363 14987 6416 3376 2808 6273 13809 727 13082 5630 53859 24233 4939 29626 6774 924 22852 19294 8313 10981 7995 5433
shrinkage=0.05


Tree=5239
num_leaves=31
num_cat=0
split_feature=1290 1367 678 807 1469 1279 1383 50 693 201 840 18 634 1470 777 700 5 1 359 1395 140 1244 945 927 74 831 4 1405 1444 1036
split_gain=8.98163 13.4944 15.0219 14.6853 19.6731 14.7233 13.9178 13.9938 13.024 14.6993 12.9882 14.7652 16.6438 24.8632 16.9852 15.9693 15.9591 15.9297 15.8493 15.7458 15.5019 14.9429 15.3083 14.5998 14.3655 14.2773 14.1139 14.0933 14.9214 14.0722
threshold=1.8124611990991408 0.61047007421192445 2.9016603484412591 3.5737384174799574 -1.2083100587446829 0.37359428794953042 2.3168963819172634 0.55630078546380823 1.1127535338294541 1.0722619833162341 0.74746900520237658 2.211849450888447 0.55994743818017045 -1.0944060458206815 2.7136342237630307 -0.66512040815162488 -1.0982466345388608 -0.90273797096361552 -0.76063620804642917 -1.8525131635407031 3.0021083230003458 -0.45289993985021354 5.2161208298406185 -1.0436317604391177 0.23891317010546545 -0.95823830339572302 3.4675590067771562 -0.92467705846825121 -1.0000000180025095e-35 1.4323496039996284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 10 -8 -5 -10 11 12 15 25 -15 18 26 -13 -2 -18 21 23 29 -21 27 -14 -17 28 -19 -23
right_child=1 2 -4 8 -6 -7 7 -9 9 -11 -12 17 13 14 -16 16 19 24 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.8724582641759625e-05 0.005375309454259989 -0.044573376412291713 -0.042351987625726888 -0.027754889471569982 0.007854658397100903 0.0246759365171485 0.007089210654540783 0.076584533805152011 0.061710323249475924 -0.055140918298392787 -0.012619067385281877 -0.054353564599375841 0.076828649470088287 -0.018621431560176687 0.038290761755448509 -0.027043506886529983 0.046688698180019056 -0.018572026938818272 -0.017609716347292383 -0.047304197347878552 0.091477367927530348 0.0099690442005305347 -0.065499699691798086 -0.0040780747831304495 -0.0075063800958862937 0.0077462794537792347 0.052201564824005689 0.023868138169422865 0.11340490651237574 -0.021753703739703673
leaf_count=341281 832 184 87 347 3897 46 171 49 35 21 2960 70 49 2863 91 601 167 30 1670 209 28 3250 80 1765 193 265 39 296 46 309
internal_value=0 -0.0554041 0.0545086 0.0747234 0.11703 -0.551929 -0.0944403 0.514946 -0.355836 0.550327 -0.104281 -0.0658835 -0.08615 -0.247562 -0.334623 -0.0264296 0.0432124 0.335805 -0.208373 0.0821247 0.0600855 0.0493721 0.13839 -0.157149 0.464321 0.364887 -0.406767 0.756941 1.68834 0.156998
internal_count=361931 20650 4617 4530 4127 230 16033 220 403 56 15813 12853 12218 3268 2954 8950 6448 635 2502 5808 5641 5613 3639 1974 565 314 640 372 76 3559
shrinkage=0.05


Tree=5240
num_leaves=31
num_cat=0
split_feature=545 1442 322 843 910 503 1181 362 513 834 569 1388 1313 971 1178 428 972 352 1218 697 327 155 215 846 417 740 77 774 1366 913
split_gain=15.2596 17.8551 17.6256 16.2787 15.7018 17.2327 17.7398 17.423 17.1102 16.887 16.0639 19.5291 18.7706 17.9893 17.8703 17.2183 16.0594 15.9891 15.2137 15.2134 15.0952 15.015 14.8745 21.5923 15.0828 15.8905 14.7273 18.123 22.0401 17.4461
threshold=-1.0372938969678034 -1.2625182715263061 1.0000000180025095e-35 2.539957888746601 1.1864709727902141 -0.92115969566800648 1.804296067898749 0.63709073586708376 2.0831197595613671 0.35807936239523669 1.251596859177363 0.78813751225193751 -1.4937025404763973 0.9970754427091939 -0.42899803340743276 1.6247018280565928 -1.3233650068126794 1.3419366905206014 -0.45767874637388051 1.8266976228282321 2.8750784862951453 1.3991578153053619 0.78515720817408685 -0.43277419530719496 0.71593279198100024 1.0000000180025095e-35 -0.02914479191396643 -0.068941181003993851 3.1348477738161384 -1.2917830829967987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 20 5 -2 8 -8 10 16 12 -12 13 -7 -15 -14 17 -10 22 -13 -3 -6 -4 -24 25 -25 29 -28 -29 -20
right_child=1 3 18 -5 21 6 7 -9 9 -11 11 19 15 14 -16 -17 -18 -19 26 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-4.0475760055641269e-05 0.00018119558531775969 3.3492910186599345e-06 -0.00030825373595798718 0.00020690946215470038 -0.00012087199541453059 -0.00041396104925055433 0.00010252882605842329 0.00076788299430075708 0.001704513025459154 -0.00067871102850692504 5.5702389294243288e-05 0.00077809764651168159 1.1168236473906656e-05 -0.00047175273682102821 0.0010254711882709258 -0.00034049403651226603 -0.00019981339605578021 -0.0010012444424142787 -0.00057025459806172619 -0.0013059986598645383 -0.00033090000876125617 -0.0006991844433752683 -0.00040079222314778879 -0.00069355061389833118 0.00094254417934053756 0.00035337946339503769 0.00015682626590343988 -0.00018905475664415821 0.0018142197956971964 -0.00010594799654048195
leaf_count=94059 2858 223212 5212 1751 2402 1488 824 218 38 424 1275 307 12372 107 112 815 692 20 721 26 951 345 486 220 161 351 2773 1969 29 5713
internal_value=0 -0.00305947 -0.0522033 0.0041928 -0.0120049 0.0106568 -0.0170094 0.261742 -0.0376305 -0.309397 -0.0157209 0.221965 -0.0411363 -0.311923 0.392969 -0.0122816 -0.103671 1.04632 -0.120263 0.682308 0.00239014 -0.183077 -0.238516 0.0235276 0.320868 0.0842593 -0.0664816 0.0355905 -0.156113 -0.154228
internal_count=361931 267872 41958 225914 24323 21576 18718 1042 17676 1174 16502 1608 14894 1707 219 13187 750 58 17635 333 224163 2747 6430 1218 732 571 11205 4771 1998 6434
shrinkage=0.000980392


Tree=5241
num_leaves=31
num_cat=0
split_feature=470 464 678 1185 1313 468 1038 549 602 788 982 1248 341 1173 704 1465 1114 1116 289 1105 1452 1464 614 816 686 1453 813 274 1470 1463
split_gain=13.2753 21.7336 17.7133 20.5437 18.4685 23.0743 17.5379 17.2122 17.1913 21.2207 18.3151 20.0392 16.9965 16.0223 20.8871 19.7461 24.0941 16.6792 15.6536 17.4363 15.2768 21.1058 20.2476 19.6417 20.3573 17.3519 20.9542 18.5594 16.692 19.5013
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.104114706617066 0.15848110904979815 0.44075178722957481 1.9327848824679486 -1.3900695809707992 0.66849908449309148 0.38349571241217301 -1.4316776014462174 -0.61012252131204237 1.6369401821412268 2.437247391288011 1.4136318011682978 0.18254151478801925 0.42865920484147807 -0.85237717795289913 -0.13050381382375545 -0.17064899183480617 -0.6197434389686084 1.3432333345275824 1.096557219065641 4.1763022496218918 1.321975669573771 0.19364447021052769 1.0000000180025095e-35 2.8859663429474725 -0.47153450754005005 0.2338725331374755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 13 -4 8 6 -6 -7 20 10 -10 -12 -1 -2 15 16 17 -15 -18 -20 23 22 -22 24 25 26 -5 28 29 -27
right_child=2 -3 3 4 5 7 -8 -9 9 -11 11 -13 -14 14 -16 -17 18 -19 19 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-4.9309475785130313e-05 -2.6982604346858097e-05 -3.7287228586199329e-06 -0.00011337365844478055 3.2803858504796798e-05 2.168590090843165e-05 -0.00020184515066147397 0.00026950486299380196 0.00017274335016419427 0.00052026842536503535 0.00011673344581563397 3.1489972061212159e-05 -0.0002134513191278112 -0.0001918106723056129 -0.0003272390113136037 -0.00052531270547417864 -8.5965710710855138e-05 0.0011936097891683782 0.00035458755985441235 -0.00047521766560087308 0.00083493707244595625 -1.9162826292812177e-06 0.00016639408937437427 -0.00019314183899513845 -0.00091837373741229529 -0.00015267927761047529 0.00039304768991455663 0.00025455658044859795 -0.00087452281061411422 -0.00012601904916814772 -0.00022498005002019692
leaf_count=67460 86322 89765 6370 3065 27115 649 1295 9127 189 1849 2064 5330 13354 285 233 729 237 697 110 157 30171 2979 2859 89 1711 751 4937 107 1606 319
internal_value=0 -0.0260953 0.00335379 0.0220576 0.029022 0.0653915 0.0340116 0.154117 0.00411869 -0.0790182 -0.13094 -0.147874 -0.063531 -0.0221504 0.167701 0.23638 0.391091 0.178096 0.815432 0.378405 0.0212034 -0.00220968 -0.0188411 0.0861913 0.0934121 0.124356 0.17479 -0.0221251 0.0133413 0.216884
internal_count=361931 170579 191352 102582 96212 38186 28410 9776 58026 9432 7583 7394 80814 88770 2448 2215 1486 982 504 267 48594 36009 33030 12585 12496 10785 8002 2783 2676 1070
shrinkage=0.000980392


Tree=5242
num_leaves=31
num_cat=0
split_feature=821 1443 1236 696 1465 207 118 1040 0 904 219 1383 699 418 1454 1463 1462 1453 1456 1045 1452 248 1469 1456 1452 21 1451 1464 1470 1451
split_gain=9.19034 16.2746 15.1731 22.3634 19.0772 18.2273 16.6015 16.5896 15.551 19.3677 16.4417 18.2354 15.3582 16.842 15.2461 27.8629 26.0425 23.2744 26.0487 17.9085 16.0919 17.916 15.9455 39.3913 32.238 36.1226 27.7552 24.0541 38.4599 29.5837
threshold=-1.0305144854359449 1.593744732512876 0.46494720282425184 0.10808558715676471 -0.0054379387601596703 0.23243097089810255 1.0000000180025095e-35 1.1393050415936408 -0.90972541987979183 1.5830936457487621 -0.26507656506313498 -0.58830427609325286 -0.92137519255970135 1.5860807182902523 -0.91909735138557946 -0.37812388882570003 1.1880714473397529 0.47485221662462634 1.3778752582070839 -0.80073029502090487 -0.35063262533864931 -0.57955598463829927 0.25123789864468821 0.042545365537477266 -0.12401946641855496 1.9458729514926574 -0.37567724106200656 -0.35420951184865751 0.6756529458755437 -0.26912411888862969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 8 5 6 -5 -7 -4 12 -11 -12 -10 -14 15 16 17 18 -2 20 -17 -22 -16 27 25 26 -25 29 -29 -24
right_child=1 -3 3 4 -6 7 -8 -9 9 10 11 -13 13 -15 22 19 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.001335407485874155 0.010803293178282325 -0.0027001331104296476 -0.0026236080567593953 -0.0089442227529101803 -0.0088794779288093977 0.0097069445086267851 0.0067170316196245965 0.061185609447599799 0.017179440322375367 -0.031101371386016197 -0.038803830101403883 0.024686816070432813 0.0078646428226616903 -0.014205290214887208 0.00069048757931862263 -0.0041465868437909701 -0.073957231214301172 0.033647993915437192 -0.046666311540696781 -0.0080716115017617218 -0.022727975344122336 0.050433812190150445 0.00036325981552497757 -0.012228462866255592 -0.01524194415421907 0.054380240676969921 0.0011611426985834266 0.0028078553121541191 -0.01478724122269281 -0.0076578782941550631
leaf_count=94827 3217 29663 2362 1980 2952 1560 1699 66 2137 369 105 197 7968 559 134343 294 63 477 149 2444 58 211 15695 3549 5644 148 5525 30912 1975 10783
internal_value=0 0.00287773 0.00865923 0.0656335 -0.0288406 0.0526375 -0.0403558 0.245369 0.121544 0.155144 -0.246831 0.138426 0.176757 0.133242 0.00273093 0.110599 0.233389 0.253598 0.178975 -0.0681569 0.303276 0.704871 -0.000742733 -0.0285392 -0.14265 -0.0622708 -0.0812702 -0.00305522 0.0377569 -0.0562829
internal_count=361931 267104 237441 21954 8257 5305 3679 1626 13697 11335 671 302 10664 8527 215487 6913 3906 3843 3366 3007 563 269 208574 74231 14866 9222 9074 59365 32887 26478
shrinkage=0.05


Tree=5243
num_leaves=31
num_cat=0
split_feature=659 636 710 263 1093 984 75 684 491 1049 1036 705 1047 770 759 759 1118 1235 563 431 701 137 900 1382 1041 1023 568 309 496 71
split_gain=8.95514 13.8195 19.0373 16.333 20.8273 19.7189 18.8731 18.4226 17.8913 17.1091 18.5348 19.0451 16.1293 16.1102 15.9968 15.9693 16.9775 18.1007 16.133 15.2848 17.9486 17.5091 16.202 15.7462 15.0295 14.9954 15.7113 14.8072 15.1874 14.9476
threshold=0.62821384419828064 1.3069597545992209 1.4062844953512414 1.0000000180025095e-35 -0.55864201032658711 1.8242125355371017 -1.1221845009657954 -0.29361375181599009 -0.18953869328555326 -0.66259164972299633 -0.49291796627948531 0.85154028700297968 -0.83515050995626383 -0.20194578268283978 -1.2642660940163826 0.87150459127968738 1.2789431443141253 0.87230043229522802 1.0502520572780558 -0.50287201864814957 0.81149690444013955 -1.1345692914268277 0.5691411674451311 0.47529987430739179 -0.19940148344445055 4.8633491825424118 0.18167359328180704 -0.8937643881799614 0.48720515330185477 0.77957954113202554
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 7 -5 25 -6 10 -10 -12 -13 24 -4 -9 17 18 -17 21 22 -16 -21 -23 -7 26 -3 29 -29 -8
right_child=1 3 14 4 8 13 27 15 9 -11 11 12 -14 -15 19 16 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=9.4338704356286882e-05 -0.004834628308912195 -0.00033669301854085488 -0.020718961415194935 -0.042022511541534663 6.9237721152230788e-05 0.025785190717886597 0.016806664096848951 0.0023537662311621027 0.018483656387113419 0.012649424934462453 -0.025012419233102025 0.05919733158172899 -0.0052196166787689324 -0.049794087734229456 -0.025213460924243893 0.05721979628245815 -0.041419407617937706 -0.016507302691817102 -0.013834084020647451 0.0042266188861933632 0.050436578393702684 0.013099880846191106 -0.023680185534898569 0.044472573938065682 -0.04247875439113117 0.032538140633981201 -0.0099434161626845135 -0.0095636928349360564 0.0055849003541782911 -0.02045346249335667
leaf_count=305284 24508 5340 365 197 4268 168 729 2568 340 4077 573 62 166 332 133 313 61 100 54 1367 88 683 432 291 127 119 5419 2569 1029 169
internal_value=0 -0.0310873 -0.0718569 0.00367859 0.0521094 -0.0604065 -0.0646562 -0.0433361 0.111619 0.193366 -0.0583475 -0.256697 0.267468 -0.570377 0.0989577 0.133942 0.531428 0.681947 0.921425 0.153663 0.0147775 0.367449 -0.0430896 0.466527 -0.0543138 -0.0907495 -0.102444 -0.0406143 -0.100946 0.209451
internal_count=361931 56647 27867 28780 14179 14601 4693 13974 9486 5218 1141 801 228 627 3359 3096 528 467 367 2994 1887 1107 1799 974 295 10878 10759 4496 3598 898
shrinkage=0.05


Tree=5244
num_leaves=31
num_cat=0
split_feature=785 728 852 1238 923 850 140 1077 735 140 150 968 710 710 1255 637 898 906 647 590 1467 16 707 362 1386 486 1248 843 900 836
split_gain=16.4162 14.3363 16.9434 23.2525 21.9816 27.7578 23.2712 21.0573 18.235 17.6751 20.0024 17.2656 17.7072 16.8715 16.4251 15.9004 16.8555 16.0238 15.8511 35.5619 15.8057 15.7125 15.6668 17.4379 16.2998 16.2595 15.6978 15.9546 15.8028 19.4549
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.17334222901426247 -0.86449023226567734 0.6190413382504959 1.8790564127931246 4.2406324835638474 1.356718709411544 0.056961987048755554 0.80001238754797444 2.0084989127880917 1.6693584243736712 1.1870562211658833 0.3710772719079331 1.4943574423382835 -0.25462090988376379 0.20329953201512105 -0.87782724458594241 0.58895901036483078 3.2089320700182484 -0.84278690126780942 0.70951313476084088 -0.57309931683719217 -1.1241251319518577 1.034585859977903 -0.96647331902917466 -0.50153912214353535 0.14961387609829899 -0.20559540329385809
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 4 5 13 7 11 -8 10 14 22 -13 15 -7 16 -4 -18 19 -3 -2 -5 23 24 -6 -24 -27 -28 29 -29
right_child=1 18 3 21 6 9 8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 25 -25 -26 26 27 28 -30 -31
leaf_value=4.1807606891361074e-05 -2.1369729649980296e-05 -3.9667681094265525e-05 -0.00035363495061954041 -0.00017064216121116276 -0.00038130485860400268 -0.00024176398630385395 -0.00026818636642977683 -0.0010914215697406002 0.00014709505701150028 0.00060193105044113011 0.00061851960435602539 0.00028699443626395719 -0.00021703446500966563 0.00037989925173597083 0.00044509659679296484 0.00061809056163609263 0.0003626910417971764 -0.00054033752375998991 -4.9422394949314933e-05 0.00035476972669634232 0.00014917619385147331 -1.1959187909859951e-05 -0.00011001900062792185 8.8621209788817493e-05 5.6534618161032496e-06 -0.00072789961830607361 0.00087881698553168191 -0.0010855133018763902 0.00035205226448793345 6.8763496200666593e-05
leaf_count=29559 155734 4821 844 4765 589 453 2037 85 610 776 305 2145 380 405 214 121 380 128 93730 1384 2490 18197 5660 23295 11719 91 137 108 508 261
internal_value=0 -0.0134197 -0.00434718 0.0232647 0.0471365 0.20584 0.0343034 0.0458586 -0.167381 0.388473 0.19721 0.0477821 0.219733 0.0176089 -0.010792 -0.0971019 -0.169109 0.149435 -0.0409253 0.0763493 -0.0185514 -0.0431131 0.0371328 0.0550492 -0.0106265 -0.0613533 0.17255 0.242831 0.135145 -0.22742
internal_count=361931 332372 232437 74213 51251 3626 47625 44978 2647 1748 972 44893 2525 1878 667 1473 1352 508 99935 6205 158224 22962 42368 35603 12308 6765 1105 1014 877 369
shrinkage=0.000980392


Tree=5245
num_leaves=31
num_cat=0
split_feature=728 1100 641 83 24 691 791 537 755 701 1124 800 725 993 908 839 1080 899 981 941 1047 978 355 1053 422 1107 1052 574 1188 777
split_gain=8.95126 12.2708 15.206 14.259 15.7124 14.9243 15.4566 23.1012 22.7385 19.2978 17.377 17.2188 22.3178 23.6693 21.9321 18.9999 18.9912 20.4102 20.2676 20.1917 18.9834 18.7183 18.4719 20.3234 18.2627 17.8566 21.4818 17.7 17.8278 17.4047
threshold=1.0000000180025095e-35 1.6293515030253838 0.8423242745550269 -1.1590745627182073 2.2235778879888186 2.2690240148833634 1.0000000180025095e-35 1.2978429288651507 1.8349057301109672 -1.6271604451432065 -0.37708735976758906 -0.57812715656594349 1.0000000180025095e-35 -0.89727091510114898 0.78829386269677959 2.778493016390716 2.2092738772757108 0.59526813135096279 1.3135164002628257 1.9607587081991176 2.2054433403887272 -0.67820882983017439 -0.41434844624859435 -1.0685234538410433 -0.84433107545221142 -0.58764202035191249 -0.37705915253661715 -0.71454879228704005 0.46085880711832555 -0.80901032358732217
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 11 8 9 -8 -10 -5 15 14 21 22 18 -18 19 -15 25 -14 23 -13 -22 -20 -27 28 -28 -23
right_child=-2 2 -4 5 -6 -7 7 -9 10 -11 -12 12 13 16 -16 -17 17 -19 20 -21 24 29 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0037991764288576244 -0.001176163883644347 -0.0009697460969511993 -0.0087394007094014764 0.0022160487254930315 0.011836852738707541 -0.0050463520354821455 -0.0070340918314898797 -0.0050586005656320307 0.0033974545474704139 0.0044268832315507477 -0.013378634544505441 -0.031082985020241427 -0.0069830520623494104 -0.0039429134486739176 0.014987575724849447 0.028206497711194226 -0.0028669178690155597 0.013023212471624288 -0.0090760661830378495 0.0061213077765156325 -0.035375936471469957 -0.021226253143561261 -0.00075787026687621558 0.0063096980444321471 0.021144081537371497 -0.0038897321363715398 0.041012232295284209 0.0050506650709450859 0.0023957577351826098 0.0077983634171138174
leaf_count=18100 109090 25930 6880 40592 953 6259 2062 4463 1904 41063 2707 209 2621 53881 1898 320 1780 1824 2178 2329 78 301 12985 9702 777 3200 342 3589 247 3667
internal_value=0 0.00383435 -0.0469959 0.00900102 -0.0579605 0.0140217 0.0173125 0.0504779 0.06529 0.0784666 -0.118894 0.00516213 -0.0105017 -0.0287963 0.0858023 0.0503376 -0.0421942 0.106453 -0.0514507 -0.0691212 0.0368252 0.0222749 0.0423602 0.112715 0.333464 0.00729472 0.0552792 0.158001 0.508204 0.115178
internal_count=361931 252841 32810 220031 19053 200978 194719 52199 47736 43125 4611 142520 101928 78712 8487 23216 70225 3604 66621 56210 10411 6589 22896 9911 855 9556 7378 4178 589 3968
shrinkage=0.05


Tree=5246
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 869 210 387 1445 1469 66 570 991 643 906 1327 1016 497 554 198 21 1449 826 21 1455 805 1329 833 1313 1051 1110 889
split_gain=8.97205 21.7751 16.7239 13.7567 17.9873 16.343 16.3207 16.7109 18.3387 15.4182 15.3132 15.1925 18.1681 14.9339 16.5429 17.2242 16.7576 15.3369 18.1191 20.2395 18.5088 19.3794 17.6038 17.2695 16.8919 16.983 20.655 18.6167 16.4275 16.2335
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 -0.57653763495970078 -1.6838582588564524 5.0934954909594961 1.3475299883120082 1.9428972562657925 -1.049029499082393 -0.12195483559079678 -0.46586572556189004 -0.70057572354603204 1.1582327172406177 2.1604143543311061 1.0000000180025095e-35 -0.81496074325775003 -0.11350963568438537 1.0000000180025095e-35 0.62211875780133752 0.73264649818312855 0.79575735505199818 1.189441983669046 0.40822562400327617 1.0000000180025095e-35 0.63284624020139535 -0.11230026807511199 0.58766904559338473 0.75853100189445311 2.7579329969533508 2.6474452267957287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 13 7 9 -9 -3 11 -11 -13 14 15 -6 -16 18 24 20 21 23 -21 -20 28 -26 -27 -28 29 -17
right_child=-2 3 -4 4 5 -7 -8 8 -10 10 -12 12 -14 -15 16 17 -18 -19 19 22 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0037997793094847426 0.00034693025504944008 0.0065787105722279514 -0.0034098268238555046 -0.013720121757694102 -0.0045260129012567969 -0.046534592974497663 -0.0048197762382176336 -0.020996839747411504 0.027218677172855994 -0.013696701899428577 -0.0052998256844283866 0.016073814663516792 -0.024277955130566919 0.0091875105046709798 0.0002463837230023729 0.0051018491594473567 -0.0078229448815672446 -0.0052428752546315677 -0.016304483790446168 0.014885030294849938 0.0082771961713691937 -0.00032784085933150041 -0.015001929274150198 3.1801107757777381e-05 -0.010289552584867231 -0.0011419881723856628 0.034124749233979894 -0.037436044863887123 -0.022487828319218479 0.026696672707315405
leaf_count=4151 197825 8225 70537 2194 10368 109 3614 136 630 403 3522 1379 183 2300 6588 20413 7245 5421 2785 1219 1242 3929 299 1235 2567 2217 387 63 327 418
internal_value=0 -0.0173746 -0.0549462 0.00518084 -0.0103262 -0.00489333 0.0604324 0.0900076 0.404923 0.0720831 -0.0204429 0.142844 0.239566 -0.00345634 -0.00996012 0.00976047 -0.080728 0.0282883 0.0430095 -0.0325811 -0.0737708 -0.115621 0.192116 -0.228584 0.0770303 -0.0501378 0.0767736 0.514611 0.104368 0.111781
internal_count=361931 164106 74688 89418 71326 69132 18092 14478 766 13712 5487 1965 1562 69023 66723 52890 13833 42522 37101 10709 9191 7949 1518 4020 26392 5234 2667 450 21158 20831
shrinkage=0.05


Tree=5247
num_leaves=31
num_cat=0
split_feature=1465 1047 964 1390 1189 907 284 1467 1454 699 1312 500 1 82 834 1388 569 834 1257 73 1111 416 503 1178 79 89 543 21 1449 900
split_gain=8.83121 13.0081 16.8423 13.7295 13.231 13.4973 13.6079 12.0828 13.0193 17.5856 12.7511 11.8928 11.43 11.4265 12.0596 11.3393 10.9929 14.2315 12.3188 10.9601 10.9066 10.7995 13.5816 11.3323 11.0704 10.5589 10.4145 9.95289 10.7861 16.7544
threshold=3.116712650924125 0.36656084892058366 3.9090087365425208 -1.1672841017398328 1.1068867938218891 1.7640077188845329 -0.24095113427409426 -0.44899544734167229 0.17628833089535448 -0.8124390758821266 -0.40351853371345775 0.63402609450917857 -0.085195862056590105 -0.9930403621377365 -0.12937615270077898 1.1153126477571296 -1.2699986129939356 -0.52568144952680795 0.167912551814902 -0.70848728118401738 1.8910022628952046 0.25065829327047118 -0.31902929462726687 0.49717667670502047 0.27141888723525159 -0.53813902893538346 6.2061881991058074 -3.9164670491403295 0.74561756370782817 -0.96113457146759884
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 3 7 -2 5 6 16 12 15 19 11 13 21 -11 -15 -9 -5 -18 -19 -10 -7 22 24 -24 -3 -16 27 28 29 -1
right_child=1 2 -4 4 -6 20 -8 8 9 10 -12 -13 -14 14 25 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.1036584652303828 0.019950999590631926 0.039792129870691251 -0.036373024448335164 0.022526422439048871 -0.021723734460462302 -0.04077720348356495 0.0089305206145699183 -0.03847437681910796 0.011280920053725101 -0.038360790576092547 0.002164280657125196 -0.024387156581803491 0.041984565607190077 0.066833406546918203 -0.036737318869330536 0.04794503738123243 0.0060983748993036638 -0.0075798327992325446 -0.036952310207534124 -0.038238719807425263 0.046472461315434144 0.034707131596132805 -0.0031227061984475547 -0.074675512442830036 -0.025610652058300116 0.038352464923824402 -0.035345256458924376 -0.00023898824671037233 0.024045951609277756 0.0059201944943588942
leaf_count=21 411 112 82 154 434 195 1681 163 104 22 255 41 286 139 28 20 574 537 332 125 28 177 91 57 44 98 266 354909 444 101
internal_value=0 0.0830432 0.237905 0.0115073 -0.032604 0.0130528 0.0468356 0.284927 0.123064 0.227553 0.418601 0.687304 0.495924 0.824662 0.933464 -0.499297 -0.121371 -0.192646 -0.381283 -0.309407 -0.603948 0.279436 0.0031006 -0.559033 0.430319 0.449115 -0.00450305 -0.0042623 0.308158 -0.305133
internal_count=361931 6190 1844 4346 3935 3501 3278 1762 995 812 583 328 767 287 265 183 1597 1443 869 229 223 481 304 148 156 126 355741 355475 566 122
shrinkage=0.05


Tree=5248
num_leaves=31
num_cat=0
split_feature=470 602 670 1467 332 1463 1467 1299 1020 348 678 123 1391 279 1313 420 356 1469 1083 1450 1161 1464 1188 1469 1454 131 146 568 69 786
split_gain=14.5625 24.8103 19.6008 20.1718 19.9054 19.6596 18.6397 20.1344 17.3411 17.872 17.0307 20.1125 23.3258 21.5056 19.0424 18.7 19.5676 17.6829 19.0578 20.1476 17.4458 16.9835 17.6151 20.5565 16.6887 18.4279 19.6957 20.3252 17.7563 17.4734
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4788072840855835 1.0000000180025095e-35 0.26178017910560175 1.8920413191894112 0.69830983612512221 0.44670980992553178 0.29347049747712078 1.0000000180025095e-35 1.0000000180025095e-35 0.6573543620831569 1.3486298103214474 0.10150925906613624 -0.82078416407832977 0.25221563092728821 -1.0588145806293296 1.911083489114747 -0.19357895333263911 1.0000000180025095e-35 0.2602645535820674 -0.81630647343923446 1.0000000180025095e-35 1.3030628896944136 -0.97947116861403372 0.014492367516420914 0.27168040011406697 1.6157480815186807 0.39361440015099508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7 9 -4 -2 17 13 14 15 -13 -17 18 19 -12 -21 -10 -23 -24 25 26 27 -19 -28 -27
right_child=10 -3 8 5 -6 6 -8 -9 21 -11 11 12 -14 -15 -16 16 -18 24 -20 20 -22 22 23 -25 -26 29 28 -29 -30 -31
leaf_value=-7.0347892097770854e-05 -2.2066615675801887e-05 -4.3326780694358366e-06 -0.00024286381180372774 -3.5173165725833695e-05 0.00011008534686413946 0.00056786962763752055 0.00023255318223027203 0.0021313971478549901 -0.00010783517199972117 -6.0877244530230401e-05 -4.2481395790459419e-06 0.00020483437774613703 0.00017877046687361366 -0.00022150246044430014 0.00012947882542017726 -9.514357644984098e-05 9.3424680277403953e-05 -0.00024408974386771215 -0.00030112484757622952 -5.4331054778289379e-05 0.00023651646088522472 -0.00046236945705473549 4.7044668673024163e-05 0.0005855801458326985 -0.00013150301126876459 4.7808554673582056e-05 -2.423584895647634e-05 1.3220781463518123e-05 0.00038758874554101544 -4.5480381967014575e-05
leaf_count=40584 88770 89908 17773 1759 3846 210 1108 47 5949 7101 4691 1771 6243 1362 8104 7257 3667 5733 627 1161 4482 305 1325 664 4994 29373 7080 2656 549 12832
internal_value=0 -0.0283283 -0.0680849 -0.0359064 -0.0514728 0.164752 0.375517 0.96989 -0.130227 -0.180566 0.00248901 0.0208188 0.0685425 0.0357741 0.0526944 0.000102255 -0.0325349 0.00116648 0.0795429 0.0999084 0.183982 -0.0272127 0.159693 0.242505 -0.0136867 -0.00283629 -0.0747671 -0.161879 0.00801507 0.0190334
internal_count=361931 170579 80671 47554 44430 3124 1365 257 33117 24874 191352 102582 28404 22161 20799 12695 10924 74178 10961 10334 5643 8243 2294 1989 63217 58223 16018 8389 7629 42205
shrinkage=0.000980392


Tree=5249
num_leaves=31
num_cat=0
split_feature=50 56 1470 1459 631 371 137 1389 387 1176 144 726 707 424 1456 58 1470 1454 527 428 1173 458 1267 1110 1017 17 779 1463 964 1463
split_gain=8.86798 15.6198 13.7503 13.212 14.9856 16.309 14.8564 15.4784 14.7937 13.8786 13.5031 14.735 14.9917 14.6161 12.7502 12.5545 21.3443 16.5885 22.1521 17.7423 16.6068 21.8857 17.2261 16.8759 16.8096 16.1262 15.485 15.4663 18.5703 15.8566
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -0.19467617432788356 1.2161577392413176 -0.87384870189937469 0.40723644995975133 -0.67628587261321049 4.1711473923169757 0.33747951459803405 -1.5154282627128721 -2.5456679507321813 1.1258414773755818 -0.2574138683115676 3.742879312526544 1.0000000180025095e-35 -1.3664195657027294 -0.56304609572500819 0.86558768754863191 -0.99270919937965674 0.0982103615140867 1.0000000180025095e-35 -1.3836712183588176 1.9197086980260762 2.8640683234076323 1.4232254699186218 2.1659259229666277 -0.052537044703927886 0.80745641784395206 -0.22978748646958821
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 9 8 -8 -1 -5 -7 -12 13 14 -13 17 25 18 20 -20 22 24 -3 -24 26 -17 -22 28 29 -18
right_child=-2 15 -4 4 -6 10 7 -9 -10 -11 11 12 -14 -15 -16 16 27 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014642862563908739 0.00034610567612686964 -0.058836175604131138 -0.0032025752322719092 0.034797273750087628 0.022547729097168189 0.075720328723095087 0.018642824322281915 -0.035047610172404382 0.084630456267294471 -0.023345457114007304 -0.038422406962302695 -0.020141825334579869 0.021365828103373223 0.002785464078563552 0.049388878826420388 -0.033464832316371547 -0.00021412522903951285 -0.0030188981654821118 -0.018815228001624582 0.015035647132950844 0.0084994180565449214 -0.0054286240690062304 -0.0053717243564732333 0.024309681680790448 0.10923372111890756 0.051759579249561087 0.051758645282464558 0.0040805678451061918 0.007196545270797168 -0.0088908760960612482
leaf_count=1194 197382 130 69525 187 316 23 105 177 27 68 234 1080 293 832 31 337 22609 28191 305 2098 2654 1863 5745 270 32 25 107 18907 3403 3781
internal_value=0 -0.0173052 -0.0511087 0.0685431 -0.0235214 -0.0802242 0.234123 -0.238518 0.335618 0.422665 -0.145406 -0.163877 -0.107925 -0.178176 -0.355488 0.000932468 0.0263542 -0.0290754 0.0411355 0.23784 -0.00725066 0.096124 -0.0932521 -0.0776596 0.222162 -0.522169 0.205848 0.0307217 -0.00366158 -0.0275136
internal_count=361931 164549 74092 4567 3064 2748 1503 282 1221 255 2493 2470 2236 1943 1111 90457 49062 41395 13204 2403 10801 4656 6145 6015 2793 362 2761 48700 29793 26390
shrinkage=0.05


Tree=5250
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 429 1039 1400 1227 618 1104 846 679 1002 988 1450 1397 990 496 1061 314 976 672 1468 1464 678 921 1465 225 353 359
split_gain=14.391 14.5091 19.3532 17.7648 16.7269 16.3822 23.2097 20.1542 18.9351 18.1963 17.0296 16.8451 16.0971 18.946 18.5797 17.3059 17.1858 20.817 18.7666 19.2449 17.295 17.6927 15.867 19.3378 15.7901 15.7222 17.4097 17.1716 17.1487 23.6121
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.8135161108862325 -0.6193946422844504 0.57242314831789731 1.0000000180025095e-35 -0.73795231540088524 -1.6366894900752751 -0.54037419750760363 2.3187680814232108 -0.32459312438081372 -1.3820670939764912 -0.34557539116087493 -1.2414802684885113 0.22046490535518015 -1.677274870295697 -0.87357009987099121 0.6062769843598137 -0.87956648707930729 1.0000000180025095e-35 1.9097687049493857 1.1235102970770516 4.8175881778182967 -0.24051307952136838 0.14486519861544186 -1.0055685226055677 0.55938823495656564 0.32346298429964238
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 -2 -8 9 -9 22 -10 13 -6 16 -16 20 -18 -19 24 -14 -22 -7 -24 -20 26 -15 -27 -29 -30
right_child=1 2 -4 4 12 10 7 8 11 -11 -12 -13 14 25 15 -17 17 18 19 -21 21 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=3.586762807392652e-05 2.2248390076865131e-05 -6.6373806220362426e-05 0.00043652626130527528 -0.00029909686409777087 -0.00040644023384669623 -1.2921093696190242e-05 -0.00017487602738658643 0.00076064032894631759 5.7136072970828317e-05 -0.00024562925966984864 -5.7057983079801341e-05 0.00083801209989522107 0.00013339458306289186 5.1767990354543952e-05 -0.00020447185996272561 4.8809077784626572e-05 0.00099053445216903306 0.00026003683433769523 5.8909790498422105e-06 -0.00019817092269729483 -0.00021405011400464191 2.3660029921002474e-05 0.00028206399110989846 -0.000230858597634467 0.0011137490398405352 -0.00041763944833068711 -0.00016167949351189934 7.0358305572772956e-05 0.00041072574355994357 0.00010513566769343569
leaf_count=29559 57333 17071 426 1149 562 44689 7860 121 4652 2264 115517 143 1070 6845 1361 24010 130 1068 9652 2710 6162 2085 1838 524 52 365 2771 15232 1704 3006
internal_value=0 -0.0158789 0.00676316 0.00443685 0.0174857 -0.0270126 0.00223831 -0.0864323 0.00495633 -0.195287 -0.0415284 0.0835646 0.0207305 0.061676 -0.00411658 0.036375 -0.0507158 0.000203859 -0.00740668 -0.0330178 -0.124437 -0.159935 -0.0019134 0.182492 0.0133012 0.0683337 -0.00975254 0.1025 0.110427 0.220254
internal_count=361931 332372 97431 97005 79934 234941 72373 15040 7180 2385 162568 4795 78785 30485 48300 25371 22929 13612 13482 12414 9317 8247 47051 2362 9704 29923 9616 20307 19942 4710
shrinkage=0.000980392


Tree=5251
num_leaves=31
num_cat=0
split_feature=785 1431 728 771 795 810 1158 43 92 1040 842 766 628 912 503 14 154 1184 852 692 1080 20 277 789 471 840 6 803 979 1323
split_gain=13.2478 12.6519 15.429 16.4914 15.9908 15.3951 14.8119 16.5916 16.2668 15.2335 16.6716 18.1756 20.1766 16.0271 16.5172 15.3555 14.7869 18.3658 14.7612 21.8007 19.8703 16.9293 17.9545 16.2836 20.1239 15.8892 15.8635 18.1385 17.0464 15.0078
threshold=-0.86283290253235112 1.0099929608726099 1.0000000180025095e-35 1.4820751525130569 -0.80684465664869354 1.1023763779372591 1.0000000180025095e-35 2.2744972866152193 0.68037530202104535 -0.69317107199895289 2.3011036912675191 0.11258830616210123 1.9173962400625897 -1.5190933633444759 -1.2159959610051965 1.147178932060245 -0.8181801419303536 0.2689306506430052 1.0747610123934368 -0.9958234641517435 -0.44846366994746462 -0.57417801169028782 1.8017609540190305 1.1248358748350926 2.9395468797111257 1.824218889516666 1.2145874779575465 0.85523949479533445 -0.52998816126631099 -0.06171869107602676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 18 -4 -5 8 -8 9 13 -11 12 -12 -6 -15 -13 -7 -18 21 -20 29 -2 26 24 25 -22 27 -23 -28 -21
right_child=1 -3 4 5 6 16 7 -9 -10 10 11 15 -14 14 -16 -17 17 -19 19 20 23 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=3.5562542398534787e-05 3.0116159971813182e-05 -5.2149889066621205e-05 -0.00011612195367191635 -0.00016844004131348687 -0.00058324829606510459 0.0012963728424040814 1.7519003778624616e-05 -0.00033470581015649671 -0.00026846080488601351 -2.8117062258567417e-05 -5.2158149691596871e-05 0.0012014535037548609 0.0021301123710765059 0.00042972105755378269 -0.0001509272902450027 -0.00052243415935576351 -0.00029401018002425791 0.0010823012972693839 -0.00011647859137339469 -0.00022254378965422318 0.00014261499021903033 -1.475882819461285e-05 -0.00013570507546339361 -6.6567284581247824e-05 -0.00056292541796309787 -0.00079595789840825417 4.3479944665843368e-05 6.8825891417871124e-05 -0.00012180780320478524 7.3222686746084151e-05
leaf_count=29559 51636 51415 16027 4368 766 64 35086 1342 2727 20318 412 155 22 319 6460 36 207 64 3376 1831 15361 77939 7359 2127 206 95 4731 14641 11777 1505
internal_value=0 -0.0141213 -0.00848605 0.00153798 -0.0391357 -0.135558 -0.0228447 0.00985841 -0.0669569 -0.0489685 -0.0144568 0.368671 0.0792292 -0.158727 -0.120533 0.942084 0.359682 0.0970474 0.00471668 0.0547481 0.0794452 -0.00326052 -0.0188794 0.107318 0.131824 0.140391 -0.0120066 -0.000496496 -0.0786982 -0.080665
internal_count=361931 332372 280957 197287 83670 4703 67643 36428 31215 28488 20943 625 434 7545 6779 191 335 271 192584 24501 21125 168083 116447 17789 15662 15456 109088 92580 16508 3336
shrinkage=0.000980392


Tree=5252
num_leaves=31
num_cat=0
split_feature=785 332 395 678 602 1450 1454 1470 74 1461 203 1459 1322 296 898 1457 1449 1430 703 554 561 1459 1286 915 979 277 702 773 158 1119
split_gain=19.9 16.2751 38.5301 22.6641 23.5711 21.1041 21.1713 24.7253 25.0962 23.5237 20.1143 19.9185 19.7412 18.7423 17.4696 18.493 17.1603 17.2176 16.9697 16.8407 16.757 16.5156 16.3077 17.6385 19.7555 16.3422 19.0679 16.2759 16.3519 18.0421
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 0.66849908449309148 -0.34557539116087493 0.46457600248903658 0.29719935299617245 0.56712102059263614 2.2827216037929685 1.0605395091208547 2.1181754444417895 -1.466804341704377 0.25299610268015882 -0.45046769314032209 1.0203820222838902 0.74561756370782817 5.1453031881338012 -0.067275058802097762 1.6391053631036938 0.98414126221562503 4.2723634695158994 0.78161905918100072 0.99098431271618981 -0.12798982520437682 -0.98785337792614125 1.6346528364702027 1.1146331096943436 -0.48595826546970711 0.82422531031029278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -3 5 11 7 8 12 -9 16 13 -7 14 -5 20 17 27 21 -6 -16 -18 23 24 -14 -24 -27 28 -2 -30
right_child=1 3 -4 4 19 6 -8 9 -10 -11 -12 -13 22 -15 15 -17 18 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=4.3244584910219043e-05 -1.3023624220392476e-05 -2.1101088350752075e-05 -7.3767358828070356e-06 5.1112560749242682e-05 -5.2093350404442906e-05 -0.00040136741584832054 -1.2350684536819629e-05 4.2707928689481934e-05 0.00035907584500464133 -0.00095473452747489736 -0.00019092724253964827 0.00044339205031976553 5.2774696570109608e-06 0.00010494062910933859 -4.0386664640309033e-05 -0.00042471850169368294 0.00017553611632383385 0.001094244672431156 -8.262651400038558e-05 -0.00053577953900167815 -0.00033411944126609568 -0.00089890917845509405 0.001007870219161314 -0.00023617074937825754 0.00025406745733516341 0.00033052012711942268 -0.00072482146174481237 -0.00033465169766762917 -8.5251407195423661e-05 -0.00026020335360812491
leaf_count=29559 15551 126699 82513 5038 7134 416 5857 5905 2712 107 20329 395 2592 4995 7568 710 3992 42 3800 322 1081 94 127 674 2882 1315 81 2023 21368 6050
internal_value=0 -0.0175109 -0.0378888 -0.00365035 0.0333254 0.0530529 0.0969965 0.135148 0.195433 0.0259504 -0.092287 0.00214868 0.134724 -0.0079753 -0.0460945 -0.101485 -0.0687936 -0.0919965 0.0400065 -0.0735926 -0.0743314 0.154279 0.155045 0.105616 0.142818 0.346734 0.27875 -0.0945401 -0.0827449 -0.126863
internal_count=361931 332372 155762 176610 49911 42455 22668 16811 10799 6012 73249 19787 8087 19392 14397 9359 52920 45034 7886 7456 8649 4086 7671 6148 5474 1523 1396 44992 42969 27418
shrinkage=0.000980392


Tree=5253
num_leaves=31
num_cat=0
split_feature=785 263 150 933 519 885 359 197 1452 902 120 771 885 500 1119 872 1160 1465 842 1317 992 421 901 134 1184 71 486 769 1183 1105
split_gain=15.0683 15.142 20.832 23.4246 21.3152 19.4659 19.1894 22.4837 19.7321 18.5441 18.1939 17.7555 17.5928 16.8317 16.8778 16.7377 16.2817 16.2266 16.0682 18.0669 22.5412 17.1579 16.5493 16.1944 16.0185 15.8392 17.6657 15.7542 15.734 17.9255
threshold=-0.86283290253235112 0.66115833724634121 -0.65861799563611811 0.68806224955729689 0.65569131416984383 1.0000000180025095e-35 0.68214264273384473 1.7525974049969186 -0.6197434389686084 -1.057902093378664 3.5559217545737982 1.5265272373495906 3.5474713574483379 0.026656689076804883 -0.61588009002219879 1.9643541136160632 0.68536004617275303 -0.25959171523109997 0.38436953967184473 0.58234288105676435 -0.88186080764334462 -0.7966178089879713 2.4440143353711048 1.0000000180025095e-35 -1.4482238336394404 -0.71178491057500948 1.156732567842228 -1.1485384558542207 0.54900543443495231 -0.63387286555917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 18 7 -2 15 -7 -9 -5 13 16 -15 -8 -11 28 27 21 -21 22 23 -20 -10 -18 -27 -4 29 -17
right_child=1 2 3 11 -6 9 8 10 24 12 -12 -13 -14 14 -16 17 25 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.0371871909260568e-05 -4.9993536283349362e-06 -4.7557727492084551e-05 0.00036287844161183067 -4.6376868585439126e-05 0.00013815320843440015 -0.00021858665956553982 -4.1727432792287504e-06 -0.00011870967043852629 -0.00028269439081723383 9.1503651041238818e-05 0.0019185042815735775 -0.00075704003403895476 -0.00038720556247432255 -5.7640963308444674e-05 0.00021575916587976863 0.0010386217015003253 0.00029882212311575763 -7.1001376794087312e-05 0.00016436776823100006 0.0013202122652866556 -9.8714025420483403e-06 -0.00037830921815778401 0.0017202446086695947 -0.00073386406288166426 -7.7895774140276919e-05 -9.3447747005417106e-05 -0.00062405618019858403 -1.8513744182375876e-05 0.001454018137719027 -7.7281209081838493e-05
leaf_count=29559 201321 19676 554 8502 11049 1062 11795 14737 2965 6261 47 161 314 1248 5584 102 336 248 417 55 981 1983 21 161 33837 1742 298 6695 73 147
internal_value=0 -0.0125 0.016134 0.0391897 0.0620529 0.0297881 -0.0216989 -0.0112281 -0.0638201 0.0711884 -0.116506 -0.0602538 0.0873443 0.0972057 0.174457 0.0163854 0.0370993 0.374348 -0.049304 -0.174255 0.0790998 -0.278456 0.0509352 -0.0305212 -0.0922209 -0.104919 -0.171771 0.0136536 0.668431 0.409111
internal_count=361931 332372 67100 47424 38761 27712 265272 216105 49167 16845 14784 8663 15783 15469 6832 12365 8637 570 10867 3618 1036 2582 599 578 36802 2376 2040 7249 322 249
shrinkage=0.000980392


Tree=5254
num_leaves=31
num_cat=0
split_feature=785 519 377 769 831 564 450 911 381 698 864 579 728 698 651 507 567 978 51 1113 1038 768 147 514 576 498 564 312 357 1259
split_gain=14.0804 13.4765 15.3781 18.7314 16.5343 15.5693 14.7383 15.4298 15.0248 19.0969 15.4465 14.2152 20.2984 17.6687 18.7328 22.1013 22.2708 17.0372 16.995 18.8291 18.7089 18.8997 16.9992 16.9193 20.9099 16.505 69.14 20.3045 20.3001 17.9375
threshold=-0.86283290253235112 2.1420547332082829 1.4210717172751071 -1.1976283298594546 -0.29365729849290839 2.3720808450182953 0.69231615738246322 0.98121470477716499 2.1979211646067411 -0.57608947919282716 1.0000000180025095e-35 1.0000000180025095e-35 -1.3163276726681863 -2.0912857122508268 1.1107569744011787 1.0941628986121894 2.1737059611274008 0.7125047573886053 1.0000000180025095e-35 -0.23803372726948335 0.75393758397697996 1.1227085489142981 0.073381007657550207 1.9087852721677012 0.22770019498347679 1.4485725463068948 1.8888677277813357 2.2039299641339203 -0.75954675805482474 -0.25986060134695776
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 6 -4 -5 -6 7 8 10 -10 -3 25 13 -13 15 18 -17 -18 19 20 -15 -22 -20 -14 -25 -2 27 -27 -28 -30
right_child=1 2 3 4 5 -7 -8 -9 9 -11 -12 12 23 14 -16 16 17 -19 22 -21 21 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=3.7348175292331881e-05 -3.6706114025381751e-05 4.6969728625794327e-05 -0.0005807917930115001 2.8239081838559582e-05 0.00042473186710375465 -0.0011241293038345497 0.00013094614168509942 -0.00014575950038701088 -0.00030289127184413174 0.00039021289103062919 -0.00013460543577882168 -0.00027141499404398909 -2.0799203874578615e-05 0.00011070051913343823 -0.00012321690656286505 0.00037284362330424105 -0.0011037318269018987 0.00076470245407317026 8.8565832377608317e-05 0.00025737291485438985 -0.00016978157184510491 -0.0014072447841373978 -0.00020180316074729578 -7.074796539246274e-05 0.00018823467821320433 -4.9651381081906295e-05 -0.0002391288689090241 0.00022885365588482388 0.0002461746130363452 0.00064478634347770022
leaf_count=29559 189899 7745 154 1051 1315 35 3939 3084 242 878 3075 868 79146 2903 1711 1836 92 26 2443 3441 627 80 2103 3075 4774 14417 278 1214 967 954
internal_value=0 -0.0138272 0.0384101 0.199225 0.24422 0.398474 0.0173823 -0.01416 0.0221053 0.258962 -0.00335648 -0.0183199 0.00411439 0.0769801 0.0927544 0.121052 0.326289 -0.613252 0.0809156 0.145092 0.034782 -0.284694 -0.0370876 -0.0110171 0.0978138 -0.0303034 0.0367963 -0.0226617 0.387744 0.454692
internal_count=361931 332372 21518 2555 2401 1350 18963 15024 11940 1120 10820 310854 103125 16130 15262 13551 1954 118 11597 7051 3610 707 4546 86995 7849 207729 17830 15631 2199 1921
shrinkage=0.000980392


Tree=5255
num_leaves=31
num_cat=0
split_feature=785 519 588 728 921 783 1443 762 990 657 930 1097 912 592 848 852 924 833 1470 565 842 575 857 791 933 655 1467 809 896 923
split_gain=20.7116 16.7747 19.5316 18.0912 23.0661 45.8797 22.9409 26.6384 21.7065 20.0991 19.9597 21.5355 21.7362 21.5755 21.2367 19.0731 18.6759 19.013 18.6836 17.7678 18.1388 17.5444 17.013 21.5073 24.8732 24.4858 22.9379 21.0477 20.9916 24.5561
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.65656536832909496 -0.80522708219444705 1.0000000180025095e-35 0.56536575231373476 0.42756386418284192 -0.59494694347224619 3.5086024243106082 1.0000000180025095e-35 1.8999064755685127 -0.98246098241750812 -1.3072861918153278 1.1604233505739945 -0.75742693342923417 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2214874143667376 1.0000000180025095e-35 -0.43593248692067116 1.0000000180025095e-35 0.13351389361957308 -0.86449023226567734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 21 10 9 6 7 8 -6 -5 11 12 -2 -14 -12 -10 22 -18 -19 20 -16 -3 23 28 25 -25 -26 -27 29 -11
right_child=1 2 -4 4 5 -7 -8 -9 15 16 14 -13 13 -15 19 -17 17 18 -20 -21 -22 -23 -24 24 26 27 -28 -29 -30 -31
leaf_value=4.3626507416830577e-05 3.7706723558967097e-05 -7.304771253623243e-05 0.00016334794601220544 -0.00010026835472743572 -3.6896115298389909e-05 0.00027168366200300053 -0.00013284900826412605 0.00025331289762012005 2.1238205186400702e-06 0.00017962655368589643 -3.2979034498648212e-05 0.00014426922166866352 0.00029779473043525014 -0.00034826185845464227 -0.00015307630436520332 0.00028665900606151558 0.00032402773542697703 0.00044481496066102493 3.4838608313421468e-06 0.0012226668256225008 0.00064892257655786354 6.5207169342444162e-05 -7.1851225866147305e-05 9.4430042194548191e-05 0.00049649088915787844 -0.0001474366753789441 6.8476525591491078e-05 1.7868483662598577e-05 -8.2025067116126962e-05 -2.3847480926323065e-05
leaf_count=29559 15620 7439 4398 36221 17978 3065 6902 2025 2565 3049 32213 8719 302 1676 323 1919 1376 420 12193 89 241 9681 67759 10966 859 8013 1443 9702 38225 26991
internal_value=0 -0.0183651 0.0398275 -0.0233658 -0.0328886 0.0225929 -0.00576186 0.0251503 0.000424981 -0.0428046 0.0124235 0.0600361 0.00980143 -0.233196 -0.0251544 0.13698 -0.0333027 0.0490233 0.0223084 0.376306 0.218185 0.00605634 -0.0406995 -0.0221481 0.0293503 0.00830853 0.241033 -0.0464655 -0.0454371 -0.000968615
internal_count=361931 332372 21518 310854 251671 34454 31389 24487 22462 217217 59183 26317 17598 1978 32866 4484 180996 13989 12613 653 564 17120 167007 99248 30983 28681 2302 17715 68265 30040
shrinkage=0.000980392


Tree=5256
num_leaves=31
num_cat=0
split_feature=785 728 519 377 769 831 564 347 450 911 381 698 864 209 728 660 21 852 650 929 909 629 486 9 695 836 21 1173 1324 5
split_gain=9.40766 10.4369 10.068 15.4779 18.4766 16.3991 15.5654 14.0923 13.7629 15.7066 14.6273 19.061 14.9376 13.9472 13.465 18.6134 21.0577 21.0476 17.858 16.3545 16.3387 18.7952 18.4974 18.2497 17.2111 19.0599 16.9899 17.7197 17.1039 17.047
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 1.4210717172751071 -1.1976283298594546 -0.29365729849290839 2.3720808450182953 0.71133712873546651 0.69231615738246322 0.98121470477716499 2.1979211646067411 -0.57608947919282716 1.0000000180025095e-35 0.87067974170988915 -0.49008176997875957 -0.72421686037558375 -1.6471741456694959 1.0000000180025095e-35 2.1314615550283826 1.0000000180025095e-35 2.0566706538269872 0.22013139545364016 0.30984872664957502 1.5292602565412761 0.96844199612986137 0.8479709762805403 -0.70163543588998201 -1.5033420518134701 2.6099677820490776 -0.74383077533859521
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 8 -5 -6 7 -7 9 10 12 -12 -4 -14 18 17 -17 -16 19 20 24 22 23 -22 26 -26 -2 29 -29 -28
right_child=2 -3 3 4 5 6 -8 -9 -10 -11 11 -13 13 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.004639320511162429 0.0014661180157085655 0.0024750173229242112 0.0024103030932002036 -0.029452569023443127 0.0014632934840104804 0.023403645070038573 -0.057538293164875964 -0.049644908274372561 0.006462547026284975 -0.007486976029050383 -0.015583243687238572 0.019813852898795621 -0.0033225012706424003 -0.023290879318893679 -0.00082943052563935369 0.0090193744892317611 -0.0017914266812069414 0.0036830151285235143 0.0099487148784753784 0.0035836844322674984 0.0095694217367654245 -0.0065854940850972685 0.028221008737432291 -0.032700956324597234 0.011459583097849385 -0.014079355486349563 -0.0083350823630844919 -0.0052051460106605262 0.018342500894582874 0.023337597853685142
leaf_count=3396 11727 26163 7745 154 1051 1278 35 37 3939 3084 242 878 2528 547 43145 3398 184587 20541 2777 16953 1431 868 548 156 2059 400 416 20858 380 610
internal_value=0 0.0352092 -0.00737689 0.0378625 0.199576 0.244333 0.398268 0.433073 0.0167301 -0.0138048 0.022868 0.257083 -0.00230121 -0.134302 -0.0112744 -0.0195391 -0.0325468 0.0149392 0.0197162 0.0107155 -0.0147413 0.137662 0.246238 0.119312 -0.0291617 0.144337 -0.0437677 -0.0808745 -0.0947813 0.22579
internal_count=361931 29559 332372 21518 2555 2401 1350 1315 18963 15024 11940 1120 10820 3075 310854 251671 187985 63686 59183 56406 39453 3003 2135 1587 36450 2459 33991 22264 21238 1026
shrinkage=0.05


Tree=5257
num_leaves=31
num_cat=0
split_feature=1230 1237 830 370 932 1268 359 694 1218 1449 1461 1453 1384 1177 1107 20 1469 21 1456 817 966 1400 831 1366 1454 1328 17 1396 552 1114
split_gain=9.32281 17.0855 16.2569 18.3061 18.2155 18.7038 17.392 16.1748 16.1486 16.0966 22.5733 21.096 18.6546 17.9406 17.417 16.6725 16.6206 17.6064 16.3429 17.2724 17.0072 15.7531 15.4516 15.3467 17.8174 16.6319 17.7078 16.0794 15.868 17.8577
threshold=1.0000000180025095e-35 2.2873089397629531 0.78234099439613802 -0.9219902984858247 1.0405860362224371 0.59885972643128371 2.6206248416872295 -0.44796528953446962 3.9048232315577729 1.2624102624837521 0.36266233291310784 0.62153978536180354 -0.2585872951042047 -1.1858554037381828 -0.066163674248838858 1.3284066325362589 -0.99193502463035566 -0.13431221002227373 0.48268798061829216 1.0000000180025095e-35 -0.92861408503190424 -0.16778988243746162 0.8833717101903904 2.0183251275724516 0.67485211051868899 0.40577027699518781 -0.60156759027778273 1.8979660825634428 -0.3918349624771193 0.8005265554663038
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 9 -8 -6 23 11 13 15 -11 -14 21 17 -13 20 -20 -18 -12 -16 -2 25 28 -27 -26 29 -25
right_child=1 -3 3 4 8 -7 7 -9 -10 10 12 16 14 -15 22 -17 18 -19 19 -21 -22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.00086960999550858304 -0.00030692127002028557 -0.0050518260320746118 0.0087408084133128606 0.0018224101320804546 0.0097231538772780818 -0.0064888299794368959 0.015633737488977541 -0.0004777380581336026 -0.025701422303008828 0.034315415407765656 -0.00068607460813121016 -0.0059776772056033978 -0.0036247440615937141 0.0076009073239448853 -0.041559785411384283 -0.044088097913617265 0.013010359262950683 0.025948281231564771 0.025212764459565818 -0.043342558480028645 -0.031474448842809734 0.031123857078395469 0.021008625873298086 -0.022026757628900849 -0.030005734851614663 0.0046545615805929797 -0.029681883169544634 0.062469366736570831 0.0056754667142084273 0.019404767349249789
leaf_count=166557 129795 10834 5810 20627 3979 4369 1547 1329 164 327 897 515 598 7508 455 107 138 308 195 59 628 228 52 800 666 336 766 23 2117 197
internal_value=0 0.00722835 0.0116308 0.0547133 0.0328861 0.00990585 0.000676089 0.165228 0.167028 -0.00317253 0.0759521 0.122796 -0.129432 0.174893 -0.36436 0.0527968 -0.0891544 0.128392 -0.291834 0.189001 -0.466008 0.125495 -0.677861 -0.0107534 -0.146546 -0.0869968 -0.361223 -0.518268 0.000424208 -0.26631
internal_count=361931 195374 184540 34949 29139 24996 149591 2876 4143 146715 12015 9678 2337 7835 1105 1232 1843 823 1020 254 766 1125 507 134700 4905 4216 1102 689 3114 997
shrinkage=0.05


Tree=5258
num_leaves=31
num_cat=0
split_feature=785 728 519 588 575 635 1382 970 1124 1089 723 499 42 641 1106 911 497 485 421 979 579 728 507 651 567 978 498 564 357 312
split_gain=16.546 13.0142 12.6538 16.0202 15.5845 15.1831 15.7252 15.0581 16.7286 14.8735 14.7021 14.5871 17.3771 16.8771 16.3738 14.2562 14.1511 14.1359 14.7539 13.8597 13.7477 19.5228 17.7665 20.0652 21.7413 17.0274 16.8651 69.0715 20.255 20.2106
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.73395965499931781 0.79742370641959626 0.10408616014114798 0.9142881638016378 0.44837531086292992 -1.0570063487222232 0.0090051675655271005 2.1588699350178979 -0.63088841827233544 0.3363032171123766 0.77693903076620996 2.4192885550665473 0.59542185152468929 -1.6172246360325038 1.0869384793383579 1.0000000180025095e-35 -1.3163276726681863 1.0941628986121894 1.1107569744011787 2.1737059611274008 0.7125047573886053 1.4485725463068948 1.8888677277813357 -0.75954675805482474 2.2039299641339203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 4 5 6 -4 8 -8 -6 -5 14 13 19 17 -12 -9 18 -7 -13 26 22 -22 24 -24 -26 -2 29 -29 -28
right_child=2 -3 3 10 9 11 7 16 -10 -11 15 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-9.8411593587785563e-05 -3.6710850337643661e-05 5.6971738086505868e-05 -0.00037227354377404273 -0.00014382675904194719 1.9233879208083386e-05 0.0014140151010252472 0.00027555569357473505 -0.0010725482339583375 0.0020387041862336016 0.0002255617954456351 0.00027287660317678057 0.00022181941222130681 0.0010563264327997728 -0.00033570452058879889 0.00024324520343287881 -2.9725365847333968e-05 0.00063855762669371688 0.00037817142135890042 -0.00012349902264352638 -0.0010480307589704279 4.1468560627042325e-05 -1.1000735116032613e-05 0.00035810794744767346 -0.00033072719841775727 -0.0011008989832203006 0.00076679889966578475 -4.8793684444370184e-05 -0.00023819276657714573 0.00044634055038705905 0.00022904909657506988
leaf_count=3396 189899 26163 1359 678 7789 22 137 85 28 1892 2835 456 45 1395 1281 885 36 316 2230 49 13828 86995 1932 251 93 26 14417 278 1921 1214
internal_value=0 0.0422138 -0.0140913 0.0365325 0.00593798 -0.0700845 -0.270529 0.204074 0.590194 0.0630044 0.151704 -0.020908 -0.177731 -0.212265 0.0542953 0.203333 -0.483056 -0.0467619 -0.106245 0.120094 -0.018445 0.00361948 0.0750904 0.246282 0.313857 -0.613538 -0.0302309 0.0376119 0.388422 -0.0218354
internal_count=361931 29559 332372 21518 17120 7439 1645 286 165 9681 4398 5794 1945 1900 3849 3720 121 2568 2252 505 310854 103125 16130 2302 2051 119 207729 17830 2199 15631
shrinkage=0.000980392


Tree=5259
num_leaves=31
num_cat=0
split_feature=733 1048 62 1469 1425 816 256 1465 1452 1454 1450 1466 1466 1422 1469 1464 1453 1450 1459 21 1465 1467 499 1470 1468 1451 346 21 1468 1449
split_gain=16.5344 17.4989 15.2894 18.8638 17.8992 24.9504 26.1348 20.9191 37.8832 26.7427 31.7457 27.1447 30.2225 27.4238 26.1206 25.7659 25.187 24.0309 25.7739 26.6292 22.6001 35.2576 22.0613 21.6162 21.502 21.3471 20.784 20.4258 29.6953 27.141
threshold=1.0000000180025095e-35 -1.080504775683313 -1.2811150420666217 -1.1138918620402491 -0.49854827941355384 2.9000507500104784 1.0000000180025095e-35 -0.17812979263601394 -0.63504016340352343 -0.672122352939171 -0.70617196192585163 0.47080750042056613 1.0000000180025095e-35 1.0000000180025095e-35 -0.88964864486721928 -0.32209274566085261 -0.19343148340397223 -0.67183755723879846 -0.1446085600927958 1.0003342417131433 -0.56902705540551046 -0.56481448032226977 0.68611833523977184 2.7334943571571246 0.07694662735021153 -0.3696754656029177 -0.12631768926572429 0.81122649975724037 1.0056208477415762 -0.61727301985219263
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 -7 8 20 17 15 12 14 -14 -12 -11 22 18 25 23 27 24 -16 -20 -22 -10 -17 -6 29 -29
right_child=-2 2 4 -5 5 6 -8 -9 9 10 11 -13 13 -15 16 26 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-5.8425246077416755e-05 -4.8038004249502764e-05 7.4706080561429882e-05 -1.7867129838157078e-05 -5.6346632681425268e-05 9.6446341147607469e-05 -0.00034970795856758153 0.00032142851332695208 5.9745774616251457e-05 0.00051389730433153418 -0.00036793812359893718 0.00012342453620365051 0.00012199848428941035 -0.00033128448555252993 9.6516554578611897e-05 -7.5716732826905934e-05 3.6200055000589816e-05 5.2190579196014406e-05 -5.9351034329482872e-06 0.00016825610480582695 -0.00067765250451405699 -0.00046169528120304352 8.0101047251620108e-05 -0.00031952489102744406 -0.0014773128027640026 0.00011810146674508782 0.00012039798949922445 -0.00028785254509386675 0.00091839695686496187 -0.00030577291208332217 0.00029763976859830619
leaf_count=35599 71767 6180 78587 45114 6927 1511 321 55895 1289 2851 4226 4627 3207 961 8762 2483 5996 9448 1035 282 1164 5198 2530 44 437 1300 1702 311 315 1862
internal_value=0 -0.00478629 0.00120896 -0.0376549 0.00940427 0.0257457 -0.231157 0.0296444 0.0024045 -0.0289962 -0.0599798 -0.028695 -0.0586484 -0.236004 -0.024221 -0.200163 -0.0661995 0.0592587 0.204044 -0.0543304 0.0943637 -0.00545373 -0.131303 0.106896 -0.304932 0.330316 -0.088767 0.162163 0.323182 0.406047
internal_count=361931 290164 254565 51294 203271 124684 1832 122852 66957 50743 37345 30309 25682 4168 21514 7036 17288 13398 3950 1361 16214 6799 11292 1079 1601 2589 4185 9415 2488 2173
shrinkage=0.000980392


Tree=5260
num_leaves=31
num_cat=0
split_feature=1423 416 1470 1425 954 394 21 1104 747 123 332 3 898 1218 1218 718 1460 1460 1450 1047 1391 773 346 346 637 1177 280 1052 11 286
split_gain=9.24435 12.3746 18.4964 13.3165 20.6635 22.4874 20.0095 21.0967 18.8096 21.3729 22.1629 21.5554 20.6749 19.4146 19.0037 20.1026 21.5134 20.1903 19.7909 18.4757 18.0081 16.9188 16.7751 16.737 16.6771 17.8178 16.3701 16.159 18.7905 16.0802
threshold=1.0000000180025095e-35 -1.2405683649852424 -1.2126727935954851 -0.49854827941355384 2.9053803668447165 1.0000000180025095e-35 -0.13431221002227373 -0.41466901195270384 1.0000000180025095e-35 1.0000000180025095e-35 0.65944866827063242 2.3314624164129216 1.2494823855266042 -0.45767874637388051 3.9048232315577729 -0.49030554980422836 0.74209976395475563 0.56173587515204015 -0.40458312552186665 -0.58754514755031995 -1.5544859008851379 0.53550658686458952 2.2729813834108188 0.22414172584433242 -0.84514464482476381 -0.41049702961265372 -0.36668994943506489 -0.38599001801861405 1.3068208239967019 0.37301763533853544
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 8 -6 7 20 13 12 11 22 -10 24 15 -15 17 21 -19 -16 -3 -17 -11 -12 25 29 -24 28 -22 -5
right_child=-2 3 -4 4 5 -7 -8 -9 9 10 23 -13 -14 14 19 16 -18 18 -20 -21 27 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0073124142666024759 -0.0014949908290519496 -0.016002775970095286 -0.0041337474459395068 0.012983701503239667 -0.01656705808738541 0.017048317747256424 -0.0022707905745869331 0.0030289515829159492 0.0016092434410571047 0.0030699851748140746 0.013976952424519197 0.029283642850915101 -0.0058170817649485403 -0.0037341520191579943 -0.024199773965213427 0.0014904484152471072 0.0069387043092614467 -0.040326815165643105 -0.004923769312391614 0.025741450429074317 0.0056848846007978276 -0.0046009481464477486 -0.044617049450534935 -0.0015281210886508125 0.0027722282199652538 0.029604532294977177 0.00021755308001685325 -0.0049131048654279573 -0.019612780081675787 -0.03429947553265579
leaf_count=2309 74863 1644 22654 436 1501 296 53952 28742 58142 19898 3894 370 5728 29658 103 21487 5198 375 556 486 5049 8194 204 961 5110 829 275 8370 477 170
internal_value=0 0.00213185 -0.0559639 0.00623727 0.0186437 -0.219749 -0.0159124 0.0230698 0.0214342 0.0424968 0.0961634 0.0620991 0.0201322 -0.0076531 -0.0195433 -0.0238796 0.0100803 -0.0138569 -0.351558 0.35225 -0.0519724 -0.00370338 0.0520839 0.220374 0.118976 0.356139 -0.394349 -0.0250793 0.0721877 0.0332278
internal_count=361931 287068 24963 262105 163871 1797 98234 44282 162074 89472 25602 20747 63870 72602 66057 65468 35810 30612 931 589 15540 29681 20377 4855 6545 1435 479 13896 5526 606
shrinkage=0.05


Tree=5261
num_leaves=31
num_cat=0
split_feature=888 759 139 1375 1317 1395 626 352 548 909 707 1467 629 1324 980 216 123 552 817 278 630 1377 636 1103 628 421 1116 1309 976 1011
split_gain=8.978 11.0395 13.9068 14.6766 15.7673 19.4879 12.9659 12.4085 12.8945 14.0709 11.7108 14.2941 18.8457 15.6986 15.8141 15.3948 14.9347 14.0499 14.8477 14.7708 18.0539 16.4403 16.1332 13.8024 15.0668 14.8288 13.6698 14.9912 13.4975 13.4713
threshold=1.0000000180025095e-35 2.1361056549418347 0.57140101493811413 1.0000000180025095e-35 0.23626789751131658 -1.5115106870270216 1.162251696531573 -0.3366608262030803 -0.6940216436844312 -0.69275909479195918 0.72815470234060531 -0.42730338151659453 0.4664302254776802 1.0982014389474271 1.6523040341855757 0.024127080435437129 -0.42820380618892773 0.26924482493389995 3.2800011617759632 -1.0685421251655609 -0.95408381814198606 1.0000000180025095e-35 0.58384122419183937 1.0000000180025095e-35 0.41308716965888326 -1.1395579755140446 -0.56430853182080354 2.8990420927863876 0.70562834440698408 2.2221924123088783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 4 6 -6 -3 -4 9 -9 11 12 26 14 23 -15 -16 18 -13 -19 22 -22 -21 -14 25 -25 -2 -28 -24 -27
right_child=1 2 7 -5 5 -7 -8 8 -10 -11 -12 17 13 15 16 -17 -18 19 -20 20 21 -23 28 24 -26 29 27 -29 -30 -31
leaf_value=3.3789738983486184e-05 -0.0080574699214894276 0.036899102983926325 -0.050073426330861828 -0.019501480843710648 0.095068524005630511 -0.021961308199667587 -0.024241857340701303 -0.058563747027767149 -0.023246470910935686 0.11372412537013042 -0.0069589349802927497 -0.0014700014404450308 0.025879901535669599 -0.034601467819553373 0.011808336462669761 0.015116279289799004 -0.050911079131075315 -0.028725813898732095 0.075806029982894624 -0.00061353728418965644 -0.0015065828235584471 -0.017293825644681706 0.018018265363166808 0.038523019998897817 0.03585489318923743 -0.0045952589963650118 0.0037554423492935189 -0.03856837391891102 0.084228670012127971 0.051841848040897642
leaf_count=315733 3958 606 173 208 24 250 79 20 134 20 9863 15386 1117 246 121 177 136 968 38 556 2214 2273 155 157 256 1302 5536 129 47 49
internal_value=0 -0.0395836 0.192728 0.31162 0.438546 -0.157897 0.627975 -0.398155 0.222102 1.37001 -0.0473233 -0.0258666 0.0430125 0.196676 0.256928 -0.270348 -0.362483 -0.0689512 -0.0248121 -0.176373 -0.133383 -0.197367 0.228892 0.308595 0.163803 0.0627377 -0.0231558 0.0533038 0.801095 -0.0292317
internal_count=361931 46198 1514 1167 959 274 685 347 174 40 44684 34821 13184 3561 3138 423 257 21637 15424 6213 5245 4487 758 2881 1764 1508 9623 5665 202 1351
shrinkage=0.05


Tree=5262
num_leaves=31
num_cat=0
split_feature=705 588 1166 775 785 900 151 1441 497 376 570 765 3 747 644 353 776 50 1323 80 902 492 490 286 706 282 1470 277 294 629
split_gain=15.5713 25.9077 20.726 20.5219 19.9951 25.3707 21.6219 19.1744 18.3893 22.2039 18.8291 18.7027 17.779 17.2472 20.8912 22.2809 19.7058 17.6522 18.7306 17.1562 17.9325 18.8737 21.0533 17.434 16.7236 16.5974 16.5266 17.9188 17.2384 18.0531
threshold=0.41040386000896778 2.250834115212506 -1.2508507625752519 0.9483010056455986 -0.86283290253235112 2.0794394162937264 3.0486954417116015 1.0000000180025095e-35 1.4259687459988883 1.2189113891555967 -0.84726222060209377 -1.0686618552726517 -0.13357577718035221 1.0000000180025095e-35 -0.34929633066952553 1.8722003782112935 0.31751154204521298 2.4096561148868774 -0.25400847125241849 -1.0668790425730643 -0.091559173420239046 -0.26734715384089963 2.6445971650017142 1.940249195806832 -0.21531987359024751 1.3586684770093378 1.9805293963242088 -0.61642067908184661 -0.42162510160057981 -0.17308252616368691
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -4 6 8 12 11 -10 -11 -6 -2 -13 15 16 -15 26 -19 23 -21 -22 -23 -9 -14 -20 -16 28 29 -28
right_child=1 -3 4 -5 5 -7 -8 19 9 10 -12 13 24 14 17 -17 -18 18 25 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.3819572316665061e-05 -9.3776461569507406e-05 0.00011940908244449099 9.5667649097861267e-05 -0.00028686183091547398 -0.00016145485240261182 0.00017489901617925139 -0.00051417396318567947 2.1409497844758017e-05 3.7710804244412322e-05 -0.00085454525209445497 0.00036586485459684612 -7.7088262875820766e-05 0.00026234358429873137 2.3466937016259033e-05 -2.9625412807850567e-05 -0.00021532758239121321 0.00014918380579579559 -0.00016153567328406121 0.00058761680467227814 -0.00033214700175720048 0.00030635461025529291 -0.00034553253265305676 0.0012496655686810758 0.0011492999972967858 1.9218366226369125e-06 -0.0013361434099768113 0.0012159644811389387 -0.0003942245724879443 -0.00046201180384206037 -7.8560576518058533e-05
leaf_count=222259 5959 8511 12378 3035 5442 3571 492 1379 8064 73 1433 16718 2164 17998 31094 1284 8048 273 414 3784 653 1135 60 100 3869 20 104 1374 133 110
internal_value=0 0.00754904 -0.0011041 -0.0766794 0.0101533 -0.000633196 -0.00814143 -0.0465859 -0.00582962 0.0811594 0.324002 -0.0175519 0.0121346 -0.00955334 0.00701172 0.0499021 0.0639805 -0.0330531 0.280549 -0.164386 -0.231143 -0.00721151 -0.251659 0.114317 0.101302 0.52158 -0.042008 -0.271377 0.187383 0.582392
internal_count=361931 139672 131161 22138 109023 96645 93074 19103 92582 9570 1506 83012 11992 77570 60852 27330 26046 33522 707 7111 5632 1848 1195 1479 6033 434 32815 1721 347 214
shrinkage=0.000980392


Tree=5263
num_leaves=31
num_cat=0
split_feature=815 1154 1436 766 885 980 5 885 276 961 496 626 1389 1469 1400 846 899 563 1383 836 1185 699 484 690 1450 1459 1463 841 1467 1047
split_gain=17.1694 44.4169 21.5469 23.0549 20.761 21.0159 20.4745 20.3277 19.5519 20.3128 19.1674 19.1879 19.127 18.6671 18.4266 22.3026 18.134 18.711 17.9658 17.6719 18.312 17.6661 16.9908 16.8769 16.7817 16.556 21.3191 21.0641 18.4868 20.0241
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2625121106897048 0.35018306414905159 0.98445277279340615 -0.85257200486594964 6.1053019920877674 -1.0546333881570982 3.1692968419848038 1.7445794408688975 0.11524951827521863 1.6489282847329541 -1.2673214316849539 -0.52957939746957516 0.19361153178804166 0.37169493149660038 2.775791492709764 -0.43645059658238683 1.9366562351740855 -0.10237237780843721 1.0515789206008181 -0.85558995278097483 2.4471843314395447 3.2179195832630856 0.46383055849355342 0.067148399785659021 0.64817136073607562 0.14306447262825814 -0.32013135615190064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 8 14 6 12 13 -4 24 -5 -12 -6 -1 15 -2 -8 18 -18 -20 -21 25 -17 -7 -10 26 -16 -27 29 -28
right_child=4 -3 3 10 5 23 16 -9 9 -11 11 -13 -14 -15 21 22 17 -19 19 20 -22 -23 -24 -25 -26 27 28 -29 -30 -31
leaf_value=4.5790606114578355e-05 4.5100194148352585e-05 4.8145456079509404e-07 -0.00024169840150477327 -0.00029414409149959727 -3.5816456581986375e-05 -4.0097428151077247e-05 4.1519347540927081e-05 0.00059247132168134976 1.8838925011026114e-05 -0.00058306128962406828 -0.00019895847997434068 0.0018183963242477531 -0.00054839518610960605 -0.00014093017143702478 -6.9969045758514037e-05 -0.00028295881506685151 5.016288456251663e-06 -0.0009925812004829939 0.00020856095474376725 0.00017573295425868867 -0.00099538937414473793 -0.00011244245564319915 -3.2454166199774779e-05 -0.0010752400984113094 0.00058282929916691865 8.7143639824276178e-05 -2.334957377246882e-05 -9.6760947398689612e-05 -7.4281132874659872e-05 0.00015793811306332573
leaf_count=3008 37260 89654 2437 3548 4902 10877 25586 143 20061 619 78 44 439 50717 41206 1883 3017 72 8275 118 109 14185 8077 97 243 12118 6272 4056 6550 6280
internal_value=0 -0.0320978 -0.0836173 -0.0279184 0.00127438 0.0361549 0.057637 -0.121357 -0.00320862 0.018328 -0.253281 0.74904 -0.0743044 -0.125942 -0.014835 0.0217301 0.0743383 0.143074 0.149256 0.197097 -0.380733 -0.0347734 -0.0812952 -0.0476542 0.0279947 -0.0212583 -0.039966 0.0419995 0.0229126 0.0750074
internal_count=361931 170552 80898 27030 191379 53492 42518 53868 23360 20923 3670 122 5341 53725 137887 47220 37177 11591 11519 8502 227 90667 9960 10974 20304 76482 60308 16174 19102 12552
shrinkage=0.000980392


Tree=5264
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 921 783 791 861 1229 813 648 704 507 566 1443 580 402 553 288 1385 211 620 420 559 55 1374 732 1034
split_gain=20.2312 16.3232 18.2617 17.1442 16.5183 21.6395 23.2503 37.919 21.6539 28.4861 31.2812 21.4879 20.1289 20.9203 18.7917 18.755 17.7552 17.4315 16.9281 16.3545 16.2903 17.5925 18.5156 16.2593 16.9833 20.6366 17.272 16.2254 18.4032 16.4297
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 2.1641256470006294 1.8166789435549495 -1.1956137993399691 0.65809631222906606 2.1059719136688364 1.593744732512876 1.0000000180025095e-35 2.9541164636104842 -0.70113916377037711 -0.50339469727679276 -0.57319514928694903 -0.34654998321194436 1.5209264779549863 1.0790852075332151 0.21378972252330136 0.91022136014994126 -0.66177662735578835 3.2946899365908435 0.11467517756427571
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 14 6 8 -8 11 -10 12 27 13 -11 23 -7 18 -15 -9 -12 21 -19 -23 -2 25 -25 -26 28 29 -6
right_child=1 2 -4 -5 5 15 7 16 9 10 19 -13 -14 17 -16 -17 -18 20 -20 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=4.4324149691600747e-05 6.2019765731441122e-06 -7.0498670775722444e-05 0.00016005064785009059 6.6275193080622615e-05 -4.7003372305125616e-05 -7.3504526234114044e-05 -8.9401869747781911e-07 0.00028353535470375423 -9.3847593770508508e-05 -0.00027254334777930615 0.0006621995949414103 0.00011083667937185903 0.00022563386048125912 -3.6095879108719488e-05 9.3191209480919003e-05 0.00010463344767580471 -8.8720836433008228e-05 -0.00024936864540471126 -0.00065431353645259112 0.00020115068906110587 0.00013788021090968018 0.000243858387306838 -0.00012631775821327342 -0.00012225800986067245 -2.3554428712245409e-06 -0.00056779336959240272 0.00081067922584459435 -2.7724236527638893e-05 -0.0005518954069951901 -0.00014428471330677338
leaf_count=29559 43639 7439 4398 9681 25528 82198 18652 4134 11003 2150 430 3837 2316 13658 10531 3066 840 1628 85 1435 8405 1455 1606 3428 640 792 153 52529 601 16115
internal_value=0 -0.0169846 0.0404695 0.00780697 -0.0219222 -0.0310302 -0.0163228 0.0491683 -0.0283545 0.0162633 0.049853 -0.047824 0.0296635 0.0111202 0.0123054 -0.0661874 0.214506 0.0257205 0.269186 0.315818 0.0848011 -0.0354593 0.0690208 -0.00808639 -0.134353 -0.19506 0.171279 -0.0555204 -0.0914826 -0.0860143
internal_count=361931 332372 21518 17120 310854 251671 166407 23711 142696 44086 33083 98610 31218 28902 59183 85264 5059 26752 4219 1865 13094 4689 3061 48652 5013 4220 793 94773 42244 41643
shrinkage=0.000980392


Tree=5265
num_leaves=31
num_cat=0
split_feature=785 561 1459 400 3 1053 419 633 833 38 187 501 914 87 599 417 77 692 290 312 1386 147 1191 614 499 915 286 500 1253 224
split_gain=9.09564 9.96614 14.2881 15.9419 18.1336 15.8053 16.1354 21.6408 18.8171 16.0871 15.659 15.4209 16.6695 15.8258 15.5326 19.0261 14.9921 14.8281 16.1203 14.459 16.0176 14.9613 14.3396 19.8586 21.7926 15.6766 14.2867 15.3176 20.3855 16.0597
threshold=-0.86283290253235112 0.3443152153175571 0.40413748344094969 1.0000000180025095e-35 2.621941548882178 -0.38242512451761579 0.27707717422990275 0.014803957999336021 0.084187635163493577 0.63295975211618161 2.374227731220127 0.60835674035286325 -1.4363491908327737 -0.5164993439980623 0.52593209993270462 2.3989260637511949 0.065802530536087478 0.51712047820997942 0.52465982984274129 0.6859621612931448 -0.43645251780719757 -1.5240245727342228 -0.19411926487632669 -0.44567324718331602 0.98705752087276932 -0.045623675094897335 -1.1223637676297817 1.4155676088523064 0.11640689224408192 -0.71318092234251163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 11 10 7 8 9 22 17 14 -13 26 -3 -16 -11 18 -4 20 -19 -22 23 -7 25 -25 -14 29 -29 -28
right_child=1 2 5 -5 -6 6 -8 -9 -10 16 -12 12 13 -15 15 -17 -18 19 -20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0017255833115139192 3.567723104081764e-05 0.0016605515656380036 0.0062966260952015858 -0.0042748702051105579 0.026369149025040218 -0.0091028216623141103 0.0047604538061849673 -0.013952138888920813 0.010087500645212624 0.029582514288238517 -0.022574792432939653 0.026360147176925072 -0.028028275531873814 -0.012251885870522207 -0.0054175184454463982 0.040408875579066687 -0.014091254067021039 0.020179225497107593 -0.0075444986938380315 0.029420909326359813 0.067768353529264747 -0.0017986589352723859 -0.018017750736356995 0.016283077391205863 -0.06037768631984583 0.072975087956377652 -0.020782704609528413 0.072432850052332923 -0.027875241020530087 0.0091575751462881477
leaf_count=29559 231831 26411 4502 35753 351 1378 3811 2559 1844 356 377 285 275 5857 8065 126 194 939 1630 477 34 1297 1668 216 47 75 457 126 75 1356
internal_value=0 -0.00736684 -0.0289721 -0.0455501 -0.0121918 0.0264931 -0.0339145 -0.0977123 -0.00667707 -0.110117 0.0996661 -0.0173468 -0.132088 -0.157589 0.00346564 -0.0920662 0.28762 0.117236 0.0479507 0.253808 0.171879 0.0087149 -0.179457 -0.0198694 0.444103 0.63713 0.032 0.112017 0.864611 0.035347
internal_count=361931 332372 100541 79137 43384 21404 12148 8337 5778 3934 9256 43033 8431 8146 34602 8191 550 8879 6132 2747 2270 1331 3384 1716 338 291 2289 2014 201 1813
shrinkage=0.05


Tree=5266
num_leaves=31
num_cat=0
split_feature=50 56 1470 819 1465 1106 17 172 72 1020 72 291 76 65 292 189 1383 696 1454 1459 1355 1453 557 626 1191 358 1454 212 629 1465
split_gain=9.04572 16.3868 15.1524 14.6955 20.3428 17.338 16.8271 19.8377 16.087 15.9745 20.3086 15.7392 15.1923 15.1204 14.8822 14.6994 14.6444 14.6261 14.6209 14.6222 18.2136 14.3537 14.4219 16.7316 14.3048 14.2291 14.1794 19.6749 15.2103 15.5195
threshold=0.55630078546380823 0.58160213896575708 -1.3782462404802098 1.0000000180025095e-35 -0.45749305878403218 1.7407510129396675 -0.45758230599714961 1.0000000180025095e-35 2.2756029118372383 1.3028993738884604 -0.39550942380146081 -0.25328172905199237 1.8072188596512186 -0.39289434837986426 1.8425265754683215 1.0000000180025095e-35 -0.85205014050686223 -0.2360351295602546 -0.98478334500156417 -0.028369740785481889 0.78446141766648569 0.54335838999992159 -0.36747163781859654 -0.65828194177984878 0.86018493826636033 1.5635065793623033 -0.91909735138557946 -0.83902142457687512 1.7152085040206202 -0.070053018096836298
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 12 6 8 9 -6 11 -11 -8 15 -10 -14 -5 -12 -16 19 -2 24 -13 -23 -24 -21 -9 27 -20 -28 -30
right_child=18 2 -4 4 5 -7 7 25 13 10 16 21 14 -15 17 -17 -18 -19 26 20 -22 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00076847881700381655 -0.022044403131185688 -0.040642477384099339 0.0010858459135601969 -0.0070791426445548063 -0.010298398310330047 0.015337854457346018 0.00042051387988238144 0.0080569394101912602 0.057331298528440412 -0.033128149554914131 -0.052711336701344425 -0.023493631359754557 0.0051961378209573229 -0.027579743094866896 0.025745923456996962 -0.019667592638718395 0.050708863533657556 0.1761332408356179 -0.014084009583732083 -0.019749712563599902 0.050134969068586138 -0.033581785376887961 0.07584087186092886 0.0024217142311348623 0.049734262464019539 -0.021240797088153976 0.0012192091938700118 0.014901625830604932 -0.0086596553747468989 0.0019521247706852677
leaf_count=186167 893 120 62842 5906 5716 1010 2382 5112 86 113 32 2082 791 78 38 4280 169 20 436 270 87 191 66 234 40 333 73620 1685 4229 2903
internal_value=0 -0.0106813 0.0202578 -0.0222329 -0.0863679 -0.0290175 -0.0533657 0.0152934 -0.177311 -0.126708 0.416159 -0.179744 -0.196276 0.619083 0.258821 -0.226443 0.79741 1.65545 0.0163684 -0.247475 0.116942 -0.34524 0.0830237 0.398281 -0.168928 0.125081 0.0196422 0.201023 0.0149665 -0.0841223
internal_count=361931 277768 62962 214806 28639 17604 16594 10714 5880 5269 314 4955 11035 164 849 10186 201 58 84163 1290 397 2573 491 300 310 5445 82873 2121 80752 7132
shrinkage=0.05


Tree=5267
num_leaves=31
num_cat=0
split_feature=785 332 395 203 678 602 1450 1454 1470 74 1461 1459 1322 296 342 710 1317 1390 554 486 710 225 1154 141 766 510 1043 47 557 1381
split_gain=15.9897 13.8906 34.5599 20.2248 19.7395 23.5387 21.4134 21.7147 24.676 25.0878 23.5116 19.7389 19.1278 18.9362 17.0934 19.8565 17.1771 20.2225 16.72 16.4731 20.1506 18.1066 17.8087 16.0766 15.9655 17.9721 22.2118 15.8749 15.7991 21.0449
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.34708990927187483 0.66849908449309148 -0.34557539116087493 0.46457600248903658 0.29719935299617245 0.56712102059263614 2.2827216037929685 2.1181754444417895 -1.466804341704377 0.25299610268015882 1.0000000180025095e-35 -0.72169128607463562 -0.70364029643597903 -1.0155611831689344 1.6391053631036938 1.4335984390013645 -0.35338778544323396 1.0275645940995326 1.0000000180025095e-35 -1.1400843502753377 -0.65806238388973115 0.38372562508375863 0.68650945978905709 4.9539761997101044 0.093572519193774462 -1.0286631359712239
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 19 -3 6 11 8 9 12 -10 13 -8 14 16 -16 17 -6 -7 -2 24 22 -22 -19 -21 -26 -27 -11 29 -5
right_child=1 4 -4 28 5 18 7 -9 10 27 -12 -13 -14 -15 15 -17 -18 23 -20 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=3.923985102351235e-05 -7.7650076915667632e-05 -1.8775447175590115e-05 -5.2602811505737495e-06 0.00026307247906490839 0.00040001476754676586 -5.3333459768741741e-05 -0.00039449654006099092 -1.4698858968401164e-05 4.238968227832708e-05 0.00037205010652183868 -0.00095480125372411216 0.00044023109314193462 0.00015122352743763087 0.00010399312821946034 9.9647468076970186e-05 -0.00014524044954800018 0.00010929665295520049 0.00060801209415389497 -0.00053536250755055958 0.00019596875578671544 -7.4519300326414612e-05 0.00089830432969458614 0.0004177273021776302 -0.0004504114295135164 -0.00029847561821925918 -7.3904797177350728e-06 0.0020602176045535314 -0.0014447437137218543 -6.865651926156448e-05 -0.00031156473223385733
leaf_count=29559 48361 126699 82513 806 203 7134 416 5857 5905 2691 107 395 7671 4995 1720 7537 4079 90 322 815 963 238 751 768 1629 126 37 21 7831 11692
internal_value=0 -0.0152595 -0.0341177 -0.0857933 -0.00245081 0.0320641 0.051792 0.0960816 0.134729 0.194995 0.0256209 0.00050162 0.134264 -0.00957335 -0.0479021 -0.101322 0.0518247 -0.205435 -0.0747841 -0.062198 0.0809658 0.267506 0.180461 -0.361902 -0.069401 -0.218453 0.597803 0.365877 -0.188874 -0.274705
internal_count=361931 332372 155762 73249 176610 49911 42455 22668 16811 10799 6012 19787 8087 19392 14397 9257 5140 1061 7456 52920 4559 1952 1714 858 2607 1792 163 2712 20329 12498
shrinkage=0.000980392


Tree=5268
num_leaves=31
num_cat=0
split_feature=821 1443 269 21 733 639 974 566 1453 1449 1453 831 543 1452 816 804 1470 1325 1450 1470 266 277 1005 332 767 979 371 1470 346 840
split_gain=12.8007 17.7642 15.8402 19.8946 26.5249 24.146 21.3659 21.0248 19.4466 24.7798 20.315 19.3695 19.2063 19.8466 18.3363 18.1572 20.4329 23.5975 20.129 18.8178 18.0683 17.9416 17.8049 17.569 22.7649 29.1319 17.1512 20.7394 18.065 17.805
threshold=-1.0305144854359449 1.593744732512876 -1.2832447556410924 -0.32341995197817647 2.3938204998800492 0.24328896595660957 0.63662040823653443 2.0449780822036492 3.5235182473523379 -0.25215149739540188 5.5477399240790328 0.7352422090975943 1.0000000180025095e-35 0.79547082264194502 -0.92870374882376117 1.3537602816678871 -0.069427565105718306 -1.0638083063761574 0.58910982291428715 -1.1298860701531226 1.8774517785392637 2.4440299957706233 -0.73131249138158405 1.0000000180025095e-35 1.2069114796233935 1.6676027425389297 0.60442256450969223 -1.3664195657027294 -0.62312279420195849 2.2007510576511109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 20 11 -10 12 23 13 -11 -13 19 18 -18 -17 -16 21 -4 -21 -5 26 -26 27 -25 29 -29
right_child=1 -3 3 8 -6 -7 -8 -9 9 10 -12 14 -14 -15 15 16 17 -19 -20 22 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-3.4857297247207725e-05 -5.1352857833646103e-05 -5.8833281917547382e-05 0.00011004503693668908 -4.5604226723990655e-05 -0.00018669168026683188 -2.2670529815236633e-05 -1.0399801144028621e-05 0.00034236500744859347 -0.00039323586157692176 -5.2856754195931412e-05 0.00037390231886610568 -0.000128146687604069 0.0008308694827338874 -0.00077358479040069413 -0.00016184270382617075 0.00018503422607657265 -0.0011838799140834282 7.0665494530092456e-05 0.00057419767255222315 -5.8147094025607657e-05 -0.00016218425744240879 -0.00027088625023014885 9.4657182264960745e-05 -0.00049080181161087965 -7.7342590387930146e-05 -0.00076103202592665712 0.00011518175774527989 5.876614153350412e-05 -1.3492228860035892e-05 0.00035729292691369396
leaf_count=94827 28170 29663 30926 54780 3745 17010 9719 1509 1580 586 466 2750 69 234 1984 2082 81 2634 770 4614 1611 740 14191 356 6066 335 8113 10666 30753 901
internal_value=0 -0.000737022 0.00529521 0.0113857 0.0448451 0.0539536 0.0802426 0.10671 -0.00319226 -0.186022 0.0160725 0.000551739 -0.173132 -0.270318 0.0503297 0.0669245 0.173918 0.0402322 0.297619 0.0365705 0.0941098 0.104753 0.0579973 -0.0134256 0.011001 -0.111047 0.0259168 0.00910796 0.0134295 0.0845921
internal_count=361931 267104 237441 209271 65260 61515 44505 34786 144011 2935 1355 141076 889 820 29106 26356 5567 2715 2852 20789 33277 31666 18805 111970 57190 6401 50789 42676 42320 11567
shrinkage=0.000980392


Tree=5269
num_leaves=31
num_cat=0
split_feature=1431 1150 1425 1087 213 552 1318 615 183 12 151 831 963 15 347 766 1458 1398 1174 1321 217 1252 1467 292 291 216 223 417 777 567
split_gain=9.10909 13.6958 15.4537 14.3981 17.103 15.1745 16.8039 15.5983 16.4426 16.9954 16.0734 17.5395 14.9131 14.8048 14.6959 14.6856 14.6137 14.3144 21.8513 16.2031 18.114 16.6645 15.7075 15.3061 20.4499 14.958 14.5815 14.5507 17.8101 16.2837
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.011225300268845733 1.6530304816332373 0.095657146896511502 0.29474588622420417 1.0000000180025095e-35 -0.72349294080473925 0.88497339471395531 -0.83012630245060215 -1.0712503497104191 1.6918848140919913 0.99473068364000972 -0.48859992848566336 -0.54544881628266473 -0.53000520118168226 0.34101900573825733 -0.61160849424499431 -1.5218148354304588 -1.0800461603235536 4.0242090356330973 0.8680285561519554 0.79013371199038096 1.5951444324411048 -0.6065757263934709 1.7509940293408774 -0.52420076443984687 1.2278389945300623
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 17 5 16 7 -7 10 -9 -10 13 -12 -13 -4 -11 -16 -5 18 -3 20 -20 -21 27 24 25 -23 -26 -19 -29 -30
right_child=1 2 3 4 -6 6 -8 8 9 14 11 12 -14 -15 15 -17 -18 22 19 21 -22 23 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.00027021991813588279 -0.00015055192752682983 -0.0044489965865487265 0.0062546115453925334 -0.022946663776252138 -0.020430281646666125 0.036263172247507983 -0.0050661582787032006 -0.014620344236267992 0.022157614385677465 -0.017300261392501331 0.024055971113221612 0.017906066738847478 -0.027607792375623986 0.034559877723583182 -0.032196034098619375 0.048132264179161 0.0085725613230147654 -0.0071815391842126779 0.091433924104455042 0.039841038675432192 -0.0083553417932098542 0.012883368650113315 0.030377831473110024 -0.021638098192906786 -0.019340187361682221 -0.035723896977224799 0.076164625989076085 -0.02278344542890208 0.019202423131310112 -0.041840545557265824
leaf_count=222373 89303 7285 4647 355 1118 382 244 1956 508 593 191 143 559 260 49 109 1022 25479 27 368 1076 1727 181 323 42 186 130 309 901 85
internal_value=0 -0.0198498 -0.0568645 0.0196226 -0.158653 0.0619516 0.426142 0.0349287 -0.120202 0.0936323 0.10498 -0.201383 -0.377435 0.158036 -0.150483 0.490406 0.0282497 -0.0862711 -0.00433184 0.168764 -0.104728 0.289727 -0.121473 0.192954 0.278735 0.18397 1.13922 -0.127679 0.137331 0.291019
internal_count=361931 139558 50255 12136 2495 9641 626 9015 3215 1259 5800 893 702 4907 751 158 1377 38119 11164 3879 1103 2776 26955 2408 2085 1913 172 26774 1295 986
shrinkage=0.05


Tree=5270
num_leaves=31
num_cat=0
split_feature=1430 1298 746 809 1375 1094 708 1360 1463 428 73 910 1469 116 412 150 357 252 624 906 565 1043 1038 560 836 1315 556 279 223 651
split_gain=8.90823 15.9765 16.2444 19.1503 18.3989 17.7958 16.1964 16.1227 18.9704 15.3276 15.967 15.3146 21.4832 15.4233 18.1739 15.2861 17.1987 15.7401 15.2405 15.0558 15.1276 14.6951 22.1716 18.6987 18.4733 18.2746 18.7494 16.0172 17.5221 14.4043
threshold=0.54622893720785959 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 2.3417410381969046 1.8810513901052739 0.65358753075264209 1.1324559382631265 0.90719767209004865 -0.26926329428081774 1.1571264759285285 -0.86973410511082572 2.2654927616726077 1.3598778710582751 0.80155718986521773 0.072358506187344976 0.67322364335408347 0.46192366645804389 -0.52378993870211155 -0.87511639267918928 -0.18033980598470406 0.088382238470660332 -0.88201376903089468 -0.12070852911175407 -0.30217232142151124 3.6606104120471508 0.20870429126150356 2.2131360885428779 0.15245434010629208 1.1107569744011787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 7 15 -1 -9 -8 18 12 -7 -13 -15 -4 17 -17 -11 20 -5 23 -23 27 -24 -25 -27 -21 -29 -2
right_child=29 -3 4 19 -6 11 9 8 -10 10 -12 13 -14 14 -16 16 -18 -19 -20 21 -22 22 24 25 -26 26 -28 28 -30 -31
leaf_value=-0.0026160026226615097 0.0014030318363176229 0.00023028751895152059 0.0022873777735562084 0.0088773559211195504 -0.021850617255482568 -0.0014914614713815422 -0.031238923184494696 -0.0076876703152776605 -0.034169563855707651 -0.029107300458146357 -0.045479539697414306 -0.025085762619294252 0.14409332292886273 -0.0058035525269853113 0.096042005155040161 0.02592346281577057 -0.0010687079135697846 -0.00072832030647293445 0.012888890808583867 -0.004082621762969401 -0.00078282620804951547 -0.036610039525792795 -0.0099998787937773219 0.0032177432423954235 -0.0010662114421607402 0.027425073625625591 0.14766592750019364 0.039071850587849129 -0.015725085336922597 -0.0029146164865988893
leaf_count=55422 73671 152207 3204 4500 433 1487 305 7251 974 172 125 2677 30 224 24 1198 599 321 585 11347 4602 387 4870 12284 11184 104 22 221 125 11376
internal_value=0 -0.0104369 -0.0334858 -0.0421024 0.070116 -0.076379 0.0960819 -0.0665296 -0.209865 -0.155161 -0.00340177 -0.294775 0.0504824 -0.419023 0.291432 0.144581 0.283404 0.405197 0.105001 -0.00884604 0.0778271 -0.029218 -0.0831064 0.0102799 -0.0714088 0.073758 0.980385 -0.0636589 0.420035 0.0165265
internal_count=361931 276884 124677 117735 6942 68089 6509 63647 8225 1187 882 4442 1517 2925 248 5322 2118 1519 757 49646 9102 40544 16441 24103 16054 12410 126 11693 346 85047
shrinkage=0.05


Tree=5271
num_leaves=31
num_cat=0
split_feature=253 1465 1465 21 213 1467 1468 1467 1455 1465 1098 415 1455 1455 705 1466 816 1460 1459 1022 1465 1457 1459 1469 1462 1465 1462 1462 954 1454
split_gain=8.90599 12.829 28.6501 20.0347 18.5096 20.1315 25.5317 21.7769 21.2003 34.2542 20.2461 19.3168 18.6904 24.0978 18.8209 18.127 17.6006 17.4894 23.5982 20.7388 17.4821 27.2796 29.3952 18.0653 17.5769 21.4668 21.1133 38.8786 34.374 20.9542
threshold=1.0000000180025095e-35 0.37973282798721492 0.42261052687510853 5.6334739196327623 -0.86253762455631766 -0.44899544734167229 0.66741765750458459 -0.42730338151659453 0.90830705089653951 3.116712650924125 1.3289106712562746 -0.50735691276778627 0.75934798726561159 0.6706898098482198 1.061401305670034 2.8943962952511701 2.9000507500104784 0.27817603692269882 -0.16909159747159788 1.0000000180025095e-35 0.34472269851327814 -0.23346517320048474 0.73871680408646412 0.25123789864468821 2.6555920454737483 0.12516592551265535 1.9450005767964027 1.4481397759782462 2.9053803668447165 0.50933602050530713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 17 -4 6 8 10 12 15 -7 -8 13 14 -6 -10 -9 18 19 -3 24 -22 23 -23 26 -26 27 29 -29 -1
right_child=-2 2 4 -5 5 7 11 16 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00013058508015796667 -0.001030379404961049 -0.015758858541385114 -0.0040174772393144018 -0.085424187712160884 0.0068988505296997101 -0.03986601655857424 0.0078249399037729379 0.00081636387775445556 -0.0098025559911510129 0.027985316748793926 0.076771427072009291 -0.010463282739618798 0.028815818459866006 -0.030910982966876228 0.019983310451135789 0.029378933927618235 -0.022898624705097657 -0.00012005430868537084 0.035432999503890138 0.024201576473190652 -0.026734808037955832 0.016191582571656243 -0.037774908188191937 -0.018762813285202753 0.0044561254042202866 0.031206608604311448 -0.0095857540170629727 0.011403969908984278 -0.057604758399921831 -0.0036465045301789113
leaf_count=144378 130126 341 8172 22 9244 289 1096 22397 2156 371 23 2255 520 206 1567 124 386 654 700 347 922 828 227 275 3193 362 3253 4541 83 22873
internal_value=0 0.00500173 0.0367931 0.293045 0.0253779 0.0440487 0.101649 0.000193036 0.142452 -0.0354839 -0.626402 -0.0799977 0.184808 0.163797 0.178087 -0.141892 0.0078744 0.317009 0.449666 0.13724 -0.00440789 -0.211119 -0.00251141 0.156359 -0.00185215 0.148989 -0.00541705 -0.00186797 0.200499 -0.00799899
internal_count=361931 231805 50870 2064 48806 40634 17539 23095 14188 2651 312 3351 11537 11017 10811 2280 22783 2042 1388 688 180935 2252 1330 1103 178683 3555 175128 171875 4624 167251
shrinkage=0.05


Tree=5272
num_leaves=31
num_cat=0
split_feature=785 885 1457 1179 1377 1002 988 921 1465 353 359 410 1450 287 423 990 314 1391 976 678 1397 1080 114 1112 1044 429 484 900 279 350
split_gain=15.6051 12.7231 18.6971 16.9966 16.2179 16.3907 19.3903 16.6261 18.2072 16.9521 23.6866 16.5694 16.387 17.3921 16.5275 18.2647 18.2975 17.3582 16.5706 16.1994 15.9234 15.6784 15.6437 20.6357 15.5846 15.2415 20.2456 18.3081 15.1026 15.0748
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.7527686273460501 -1.0606629817441902 -0.32459312438081372 -1.3820670939764912 -0.24051307952136838 0.14486519861544186 0.55938823495656564 0.32346298429964238 1.644349105518915 -0.34557539116087493 -1.467885962228334 2.1337340165990279 0.22046490535518015 0.6062769843598137 -0.59848421551573738 -0.87956648707930729 4.8175881778182967 -1.2414802684885113 3.9810989087578279 1.0000000180025095e-35 1.5620189235502193 0.19046846859629149 -0.64405295088620862 1.6134396840371368 -0.36980086556920722 -0.41270073783062527 2.9421589701376534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 21 3 -3 -5 6 -6 8 11 25 22 29 14 -14 15 18 19 -16 24 -17 -15 -2 -11 -24 -7 26 27 -9 -27 -8
right_child=1 2 -4 4 5 12 7 9 -10 10 -12 -13 13 20 17 16 -18 -19 -20 -21 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=4.1281336314617445e-05 -2.4071831689306932e-05 -0.00066607684455972612 0.00043173292496188209 -6.0391048404250861e-05 -0.00041127938975523158 0.00027313482319424835 6.8646018478008071e-05 0.00028915451893225715 -0.00016707729039937451 0.00054381863099100592 9.6937793227136086e-05 -0.0004119834918802209 -0.00031024990721570687 -0.00019357711348260022 -0.00042808588032099723 3.0641032501396736e-05 -0.00016086812723736164 0.00049592814968603264 -0.00016716864948649671 0.0011394611985156167 5.4197915100768128e-05 0.0002413257485137747 0.0002414222226700259 -0.0011992503945100728 -0.0003163718749432019 0.00020639953006000789 -0.00092354295987508801 -0.00017683717664588233 4.3365930279738465e-05 0.0014106597309916143
leaf_count=29559 233988 318 426 16924 571 760 6297 637 2814 1145 3098 582 929 1280 168 10394 2914 501 8092 53 23536 953 564 47 305 4203 206 1674 8945 48
internal_value=0 -0.0125896 0.00864719 0.00635673 0.0076745 0.0201457 0.0613985 0.0681194 -0.0120213 0.103184 0.211091 0.0518093 -0.00483007 0.0330536 -0.0484831 -0.0583406 -0.00528466 0.315693 -0.135138 0.0381776 0.0424336 -0.0230378 0.407364 0.135944 0.120627 0.0650138 -0.107435 -0.052124 0.0940839 0.0791568
internal_count=361931 332372 97431 97005 96687 79763 30831 30260 9741 20519 4854 6927 48932 25745 23187 22518 13361 669 9157 10447 24816 234941 1756 611 1065 15665 2517 2311 13148 6345
shrinkage=0.000980392


Tree=5273
num_leaves=31
num_cat=0
split_feature=1078 785 1464 21 1470 1470 21 915 455 3 555 1342 1187 1468 222 1047 1252 936 78 154 820 1385 1229 779 1470 816 912 563 408 1467
split_gain=8.91118 11.6364 13.2966 15.1903 12.0943 14.4632 12.0131 16.3611 14.9053 20.8785 15.3677 14.9887 24.0204 14.6195 14.4206 14.351 14.1648 15.2737 13.882 15.1796 16.9719 14.8512 14.7092 14.3351 14.3046 20.3448 13.9465 15.2119 15.9231 15.7471
threshold=1.0000000180025095e-35 -0.86283290253235112 0.64223275086548759 3.0805194032280743 0.95949314053507195 -0.5898012553148535 -0.70163543588998201 -0.4125980357433478 1.0178788527861786 1.60526458523978 1.9637866136454252 -0.9939212829903239 -0.49055842447358861 0.38892790084257617 -0.49642481377084385 -0.42907771561051594 -0.4680090243697006 -0.71332139697136976 -1.4747377747565646 -1.44401767700804 1.3142566725829428 1.133961476861632 1.0000000180025095e-35 3.0982020149796461 0.56527064795239379 -0.92870374882376117 1.4056636966414209 0.63508467431704341 -0.62969605530390083 2.7970633290015203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 18 10 13 11 12 -9 14 -10 -15 17 -14 -3 -20 23 24 -23 26 -22 -26 27 28 29 -21
right_child=-2 6 -4 4 -6 -7 -8 8 9 -11 -12 -13 16 15 -16 -17 -18 -19 19 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014920098336780067 -0.001510032194418963 0.015305057146577867 0.0080236804539742523 -0.010093470205387546 0.027697896949596595 -0.086421111511867918 -0.00056856143083815485 -0.0080571958598404381 -0.029861188665850191 0.025842264225289926 0.013309499801936811 -0.0013505561100431809 -0.036285693471218482 0.023901291880114375 -0.0092261902557003415 -0.010417371049233041 0.01883472095146119 0.0078548364448230521 -0.0070065347283039875 -0.0030631004898652101 0.0088139522494155523 0.01084182790239608 -0.039550143316387676 0.023635920380843511 0.04960826106766162 0.011659892508801619 0.010905300412243959 -0.0042261305822908039 0.0057673977160495951 0.029328797398040153
leaf_count=19907 71586 1251 4689 69 33 63 196791 1318 1154 228 1096 27756 147 387 1949 517 1781 526 2455 6100 2600 189 158 449 277 484 2092 5607 10092 180
internal_value=0 0.00219014 0.0493006 0.0242161 -0.670067 -0.986149 -0.0025036 0.0258048 -0.0116127 -0.168232 0.00486837 -0.00638741 0.138708 -0.223664 -0.321021 0.0715625 0.267218 -0.0293023 0.0641101 0.05394 0.0683894 0.216824 -0.266641 0.0456941 0.262799 0.53378 0.038012 0.0199718 0.0572817 -0.0380934
internal_count=361931 290345 24761 20072 165 132 265584 68793 36859 4235 32624 31528 3772 4007 3103 904 2454 673 31934 30683 28228 3708 347 24520 3361 761 24071 21979 16372 6280
shrinkage=0.05


Tree=5274
num_leaves=31
num_cat=0
split_feature=785 519 588 575 635 1382 970 1124 723 1089 499 42 641 1106 911 579 728 698 651 507 567 514 576 978 498 564 357 312 1259 843
split_gain=11.8647 12.1228 16.1272 16.5517 15.0597 15.8425 15.0835 16.7977 14.9762 14.6577 14.5279 17.3167 16.7546 16.3534 14.2231 14.1732 19.4712 17.6509 18.6594 21.9125 22.0049 16.9042 21.189 16.8885 16.8348 69.4826 20.1474 19.9864 17.9931 16.983
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.73395965499931781 0.79742370641959626 0.10408616014114798 0.9142881638016378 -1.0570063487222232 0.44837531086292992 0.0090051675655271005 2.1588699350178979 -0.63088841827233544 0.3363032171123766 0.77693903076620996 1.0000000180025095e-35 -1.3163276726681863 -2.0912857122508268 1.1107569744011787 1.0941628986121894 2.1737059611274008 1.9087852721677012 0.22770019498347679 0.7125047573886053 1.4485725463068948 1.8888677277813357 -0.75954675805482474 2.2039299641339203 -0.25986060134695776 -0.77588877475881979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 4 5 -3 7 -7 -4 -5 13 12 -12 -6 -10 24 17 -17 19 -19 -21 -18 -23 -22 -2 27 -27 -26 29 -28
right_child=1 2 8 9 10 6 -8 -9 14 -11 11 -13 -14 -15 -16 16 21 18 -20 20 23 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=3.5068935575854761e-05 -3.4720187948206104e-05 -0.00037346448194827334 -0.00014510796829536016 2.2220794886820954e-05 -4.7480434679677695e-05 0.00027632090385809534 -0.00047388869311986608 0.0020433843135719107 0.00027494141083070535 0.00022716357934038275 0.00011541805465151221 0.0010535395360729582 -0.00033659570405547362 0.00024155462669542336 -2.7550400933320353e-05 -0.00027073552552984108 -1.8468930057434737e-05 8.0079778692737681e-05 -0.00012225264954255429 0.00037248488162584174 -0.0010979626658893784 -6.9626075668768859e-05 0.00019127424493795453 0.00076502331013299923 -4.6904289999723261e-05 -0.000233991821164381 -0.00050339852979848455 0.00022957819567873412 0.00064871735530033379 0.00034947100035893441
leaf_count=29559 189899 1359 678 7789 2568 137 121 28 2835 1892 505 45 1395 1281 885 868 79146 11597 1711 1836 92 3075 4774 26 14417 278 128 1214 954 839
internal_value=0 -0.0119583 0.0376219 0.00691411 -0.0714671 -0.271262 0.205513 0.59195 0.153276 0.0657645 -0.022483 -0.179077 -0.213568 0.0525898 0.20545 -0.0162233 0.00619403 0.0776152 0.0934005 0.121676 0.326224 -0.00863683 0.100225 -0.609003 -0.0282001 0.0396202 0.39162 -0.0200486 0.458284 0.25429
internal_count=361931 332372 21518 17120 7439 1645 286 165 4398 9681 5794 1945 1900 3849 3720 310854 103125 16130 15262 13551 1954 86995 7849 118 207729 17830 2199 15631 1921 967
shrinkage=0.000980392


Tree=5275
num_leaves=31
num_cat=0
split_feature=470 464 341 678 1185 1313 468 602 788 982 1248 1038 549 1173 704 1465 1114 1116 1312 1120 361 1373 89 1185 1452 1464 614 816 686 1453
split_gain=12.8568 21.6523 16.6619 16.3381 19.6946 17.9633 23.0007 18.1416 21.6003 18.006 19.9304 17.6209 17.0247 15.8834 21.163 19.6881 23.7834 16.7826 15.4901 15.3435 15.018 14.779 14.7509 17.0941 14.6446 20.8119 19.8415 18.8609 19.9513 16.6221
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.6369401821412268 1.0000000180025095e-35 -1.104114706617066 0.15848110904979815 0.44075178722957481 0.66849908449309148 0.38349571241217301 -1.4316776014462174 -0.61012252131204237 1.9327848824679486 -1.3900695809707992 2.437247391288011 1.4136318011682978 0.18254151478801925 0.42865920484147807 -0.85237717795289913 -0.67546338385382987 -1.2975465256930312 -0.19494986322244381 1.1593483553776331 0.26663055571093947 0.62405666195676079 -0.6197434389686084 1.3432333345275824 1.096557219065641 4.1763022496218918 1.321975669573771 0.19364447021052769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 -5 7 11 24 9 19 21 -7 22 -2 15 16 17 -15 20 -9 -18 -11 -8 -24 27 26 -26 28 29 -6
right_child=3 -3 -4 4 5 6 12 8 -10 10 -12 -13 -14 14 -16 -17 18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.8798256709614533e-05 -2.5835157755570687e-05 -3.1646881541852596e-06 -0.00019005757006774167 -0.00011122073929889819 0.00016872572972043568 2.0509534944655406e-05 -0.00041334955654839599 0.0020092829116197669 0.00011593024754015197 -1.7438003628068889e-05 -0.00021619055755664788 0.00026901126854842264 0.00017136910800215924 -0.00032718217245509049 -0.00052975518390684312 -8.4717908099386278e-05 0.00064841090586039893 0.0003572800304020553 0.0010183107537295377 0.0002703146128534124 -0.0011424368786043888 0.00072828686218472062 -7.7687530783130532e-05 0.0014596528843598814 -1.4063881208832124e-06 0.0001659060040073508 -0.00019081366059542934 -0.00090102274042170693 -0.00015177689174227931 -2.0309210199255362e-05
leaf_count=67460 86322 89765 13354 6370 8002 27115 472 26 1849 1945 5330 1295 9127 285 233 729 75 697 377 163 52 119 135 42 30171 2979 2859 89 1711 2783
internal_value=0 -0.0254855 -0.0628791 0.00351192 0.0214835 0.0283045 0.06419 0.00372971 -0.0816746 -0.13405 -0.150847 0.0328467 0.152824 -0.0209997 0.168147 0.237332 0.391942 0.180103 0.81369 0.521766 0.0401552 0.0286475 -0.205395 0.340352 0.0212996 -0.00163882 -0.0181626 0.0849697 0.0920433 0.122691
internal_count=361931 170579 80814 191352 102582 96212 38186 58026 9432 7583 7394 28410 9776 88770 2448 2215 1486 982 504 189 127 2064 649 177 48594 36009 33030 12585 12496 10785
shrinkage=0.000980392


Tree=5276
num_leaves=31
num_cat=0
split_feature=705 588 1166 775 900 151 1441 80 902 492 490 785 286 3 690 706 765 791 675 1191 494 214 15 803 264 1080 969 762 382 620
split_gain=8.96647 20.1087 16.3302 20.0348 19.024 19.0262 18.4609 17.5902 18.2886 18.4849 20.9991 17.5212 17.3542 17.2259 16.7551 16.5337 16.1212 19.4631 25.2255 19.3708 16.9538 20.5566 15.99 15.8637 24.565 20.7528 18.9189 17.3879 15.8193 18.808
threshold=0.41040386000896778 2.250834115212506 -1.2508507625752519 0.9483010056455986 2.0794394162937264 3.0486954417116015 1.0000000180025095e-35 -1.0668790425730643 -0.091559173420239046 -0.26734715384089963 2.6445971650017142 -0.86283290253235112 1.940249195806832 -0.13357577718035221 0.099100391065442037 -0.21531987359024751 -1.0686618552726517 1.0000000180025095e-35 1.0000000180025095e-35 -1.114307032283548 1.0302490094143733 1.2947475886980198 0.79581786019123968 1.9682860324222273 1.0406688472030448 -0.44846366994746462 1.0000000180025095e-35 2.2151936995269046 1.0000000180025095e-35 -0.36275158613436381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 11 13 12 -9 -10 -11 -4 14 -2 -8 -15 -13 23 19 -19 -21 -22 -6 28 26 -26 -25 -27 29 -18
right_child=1 -3 4 -5 22 -7 7 8 9 10 -12 16 -14 15 -16 -17 17 18 -20 20 21 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.00065639093097108643 -0.0041504996681842694 0.0056084555703962537 0.0046455866785409042 -0.013937332324208702 0.012133176931898042 -0.022182645836244467 -0.012801511392236276 -0.016388801761848242 0.016349051673613283 -0.016826220212625552 0.064766282929542424 -0.0064506096519117082 0.059715341213277352 0.013891201648266556 0.019514846203067992 0.00062837407183868313 0.0041613411185776389 -0.07158374987161667 0.00027529404860905361 0.010416900562088351 5.0894155698846066e-05 -0.056098443714452155 -0.0044737874940143111 -0.0020211593603482038 0.015009072759402243 -0.023394067773690568 0.017218094634533238 0.034070086820205008 -0.0027746735995314974 -0.0019890436195396646
leaf_count=222259 5959 8511 12052 3035 2938 557 715 3784 653 1135 60 6047 100 2164 664 3869 11803 59 14351 7085 1055 128 894 891 303 667 1899 57 33997 14240
internal_value=0 0.0111378 0.00348374 -0.0639877 0.0134964 0.00750434 -0.0341218 -0.150491 -0.218452 0.00918748 -0.234775 0.00958745 0.133752 0.0237285 0.0406229 0.111836 -0.000847312 0.00617629 0.0625318 0.160767 0.168122 -0.08795 0.164329 -0.014165 0.119932 -0.161937 0.225705 -0.361686 -0.0236477 0.0189859
internal_count=361931 139672 131161 22138 109023 105191 19103 7111 5632 1848 1195 104634 1479 11992 1379 6033 92582 86535 22678 8327 8268 1183 3832 63857 3817 1027 2790 724 60040 26043
shrinkage=0.05


Tree=5277
num_leaves=31
num_cat=0
split_feature=785 519 728 872 678 634 561 1218 1449 496 1468 1467 1244 1467 870 1469 1454 1124 209 507 695 737 1462 902 21 1464 1455 931 1467 755
split_gain=18.35 15.2439 18.5278 23.0971 21.9411 20.5915 21.6717 20.2109 19.5721 24.3165 22.1433 18.7948 19.3365 21.0457 24.3753 23.3323 19.9725 19.2751 19.1937 18.782 18.4227 18.4132 18.4127 18.3697 18.2494 21.3704 26.2101 23.8254 21.4787 26.0046
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 3.0757328524286596 0.34708990927187483 -1.328187176110053 -1.1094667520014705 3.9048232315577729 0.6853839265082079 -1.5425561966277996 2.213655904251008 0.23932947083138087 -0.97080247942452658 0.64485013760597287 1.4311114217578251 1.3803221675685415 -0.47921441570843964 0.5381593705290475 1.2470654765739884 0.65809631222906606 1.715484531564538 0.52953867530939236 0.64216061943476632 -1.009584947380743 -0.51252769393407926 -0.40927058611327966 0.14145834482007744 1.0000000180025095e-35 0.58719774924583312 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 4 7 6 -6 21 11 -10 -11 18 -13 14 23 16 -15 -18 20 -2 -7 -4 -16 -14 -25 26 -26 -28 -27 -30
right_child=1 -3 3 -5 5 8 -8 -9 9 10 -12 12 13 15 22 -17 17 -19 -20 -21 -22 -23 -24 24 25 28 27 -29 29 -31
leaf_value=4.0143871165191809e-05 -7.0424143599842572e-06 3.6517958551593097e-05 -6.9914771517053784e-05 0.00015705126348394041 0.00020459676762968804 -1.1115650824797073e-05 -0.00032105903351219644 0.00029169337269365164 -0.00069608284193851174 0.00011319412820349082 -0.00029655482583625407 -0.00020470712505639175 -0.00037761837636860124 -0.00024280430456868316 -0.00015140209063590479 0.00041005079724876372 -3.0705157637584055e-05 0.00029816237624063135 -0.00017193189942336974 9.4019864342068387e-05 -0.00019976902990423583 -9.3283430653551541e-06 -0.0014277669479487937 0.00047009298525308444 -0.0002635681881776977 0.0002021747063255899 -0.00028055186413307963 0.00065606383957841745 0.00042036606991516061 0.0017501006491737643
leaf_count=29559 48652 21518 126007 2933 633 41456 3120 721 302 11251 686 1700 324 1939 443 592 4851 1047 4805 10531 2930 40180 67 1124 1052 2654 195 310 275 74
internal_value=0 -0.0182779 -0.0230443 -0.0326825 -0.0355405 -0.00591608 -0.21534 -0.0534784 0.000398096 0.0807562 0.092936 -0.0157144 0.0499824 0.0730757 0.168634 -0.00106593 -0.0343315 0.0260797 -0.0384346 0.0131954 -0.0234532 -0.0557174 -0.359061 0.204226 0.22986 0.167117 -0.0469626 0.33324 0.274327 0.782632
internal_count=361931 332372 310854 251671 248738 81830 3753 166908 78077 12239 11937 65838 16647 14947 6518 8429 7837 5898 49191 59183 44386 166187 510 6008 5684 4560 1557 505 3003 349
shrinkage=0.000980392


Tree=5278
num_leaves=31
num_cat=0
split_feature=545 959 1094 51 550 795 727 588 1356 747 854 797 710 660 484 73 785 660 659 513 145 498 411 794 850 1457 843 294 830 777
split_gain=15.4366 17.0124 20.0077 17.4772 19.2097 18.6217 22.0491 23.7275 23.7024 23.915 20.4906 60.5755 20.4308 23.4516 20.56 20.1197 19.7965 20.6993 19.4662 18.7595 25.9349 18.6512 18.4483 17.6716 19.3698 17.4655 17.4596 20.3642 17.8792 20.7797
threshold=-1.0372938969678034 -1.2907225086880219 1.0000000180025095e-35 1.8613588887694643 0.29966714842153758 -0.29258408639884992 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 2.2668746584208797 -0.87473648844905705 0.63961785378869596 1.3536697095467554 0.26872683687560334 -0.36962221474058471 1.2069272538391302 -0.86283290253235112 -0.72421686037558375 2.2359170208873898 1.0454229551509682 -0.74296541412576722 0.76359732391387336 1.3070767595480077 2.2041218380651819 1.9546394169367778 -0.44616057932366204 1.4283687790122588 0.26906535884892818 0.90765045146119727 2.0465802562860493
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -3 8 16 -10 11 -7 14 -14 18 -15 -8 -18 -12 21 -21 22 -19 26 -25 -6 -16 28 29 -28
right_child=1 3 -4 4 25 10 7 -9 9 -11 12 -13 13 15 23 -17 17 19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.970134526600931e-05 2.3464035652247787e-05 -8.1689127422362846e-06 -9.9964907571232096e-05 -0.00017140584386186457 0.00052091517382078507 -6.0595645846643999e-05 0.00010182810733814514 0.00022240293722937117 0.00013006737617347829 -0.00035230909987469622 1.3652296633733333e-05 0.00026257225417585607 7.2952375465328099e-07 0.0002713022944011138 -9.3293557438223188e-05 -0.00028980352272823818 7.4509883094409272e-05 -0.00014475598041387394 -0.00019138170455357714 -0.00025041085925454686 0.00022854877559232533 2.7678526279614836e-05 0.00045782238951703395 0.0001090466788623667 -0.00042492173572817205 -8.8007344387247926e-05 -9.0855096626130203e-05 0.00030232939735783191 0.00035820415525421176 0.00084547628224640166
leaf_count=94059 13044 46303 24506 6272 375 6601 9973 3602 15230 475 40912 4245 7616 2873 42594 370 8284 12398 2647 655 1867 5225 262 4163 387 567 4733 1099 496 98
internal_value=0 -0.00203113 -0.0550488 0.00437913 -0.117802 0.00758223 0.0297467 0.0583284 0.0461621 0.117306 -0.0117242 0.0782805 -0.0215128 0.0676544 -0.0324358 0.22076 0.0152952 -0.0143976 0.00274377 -0.0550146 0.110967 -0.0840704 -0.134241 -0.0637097 0.0689385 0.177441 -0.0771761 0.0309262 -0.0263729 -0.0693611
internal_count=361931 267872 37550 230322 7214 223108 104274 57971 54369 15705 118834 10846 107988 10859 97129 3243 38664 28691 43559 20407 2522 17885 12660 53570 4550 942 49020 6426 5327 4831
shrinkage=0.000980392


Tree=5279
num_leaves=31
num_cat=0
split_feature=280 346 1104 509 210 271 1041 1409 978 693 497 493 572 216 492 579 831 1184 357 1053 2 968 357 1254 1394 1191 968 1353 140 139
split_gain=8.83071 13.4536 16.2275 13.9619 14.6473 14.2603 14.023 16.5179 15.1741 15.4185 14.8395 16.1948 16.5025 14.5213 14.739 14.2786 15.7447 16.5699 17.2073 15.4547 16.4793 15.546 16.5062 15.8819 15.7178 14.6794 26.1986 16.7089 15.4336 14.7672
threshold=1.4789100365283692 -1.3124880173305316 0.17967731149781957 0.60956817060957857 0.049918799002995555 0.97972484085949774 -0.18377602797282669 0.84195100226918229 0.49676159946683751 -1.064873077099542 1.1120796863335081 0.829821289101211 1.3158375447692701 -0.15997651550272704 -0.64236201638498358 1.0000000180025095e-35 -0.84614030256874229 1.9467609864304334 0.51439459192769177 -0.23080118433564284 0.68014478991412841 1.2489641313135034 0.64013425764025189 -0.65647297597345677 -0.25336272047679209 -0.57039037624527145 0.6459164153688558 1.0000000180025095e-35 -0.86363498696464658 0.40251655427883676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -3 10 -10 11 15 13 14 -13 16 17 18 -8 -17 21 22 -21 -24 -23 26 28 -28 -18 -27
right_child=1 3 -4 4 -6 -7 8 -9 9 -11 -12 12 -14 -15 -16 19 25 -19 -20 20 -22 24 23 -25 -26 29 27 -29 -30 -31
leaf_value=1.2721690470243765e-06 -0.0010661523941775048 -0.0058508873098468287 0.04649584716013052 -0.0032577946816749839 -0.016511103581545301 -0.0075524564793005081 -0.0085151932382782555 0.0074628271302853702 -0.024380200232704787 0.015933099671849204 0.013312410371897038 -0.064079359217266207 0.055597332771277236 -0.014625013207652422 0.033291426646452363 -0.0089888496652431784 0.037879653367648571 0.10867794650480544 0.047218436481870969 -0.013392512237670923 0.051110309735671246 -0.01413555967345587 -0.067940768050474568 0.060028756409642815 0.10027004511360127 -0.028757819477305858 0.057226019479046722 -0.037672251846733784 -0.027262669968684362 -0.00066189332389526704
leaf_count=331361 304 7057 168 4924 2517 5272 564 2049 191 1803 1028 34 151 422 287 632 73 29 124 425 132 26 22 75 35 1222 121 38 364 481
internal_value=0 -0.0464681 0.377284 -0.0536958 -0.165639 -0.0248181 0.00808591 -0.0612865 0.0823091 0.260052 0.0174232 -0.0444516 0.303514 0.124452 0.497624 -0.104746 -0.212043 0.176062 0.0774057 0.0975244 0.34193 0.142068 -0.0206965 0.806002 1.1616 -0.306416 0.0248105 0.790256 -0.329973 -0.434582
internal_count=361931 30570 472 30098 7441 22657 17385 9106 8279 1994 6285 5257 894 743 321 4363 3016 717 688 1347 715 583 522 97 61 2299 596 159 437 1703
shrinkage=0.05


Tree=5280
num_leaves=31
num_cat=0
split_feature=862 1402 1316 981 1053 1187 363 1283 983 89 796 1 901 1119 769 1272 1382 629 630 831 846 284 693 906 153 834 428 22 1060 1224
split_gain=8.82505 10.5678 11.6981 13.2133 12.4309 11.9683 13.01 12.9306 14.417 14.5352 14.3139 11.7003 11.6799 13.482 13.1427 13.3789 13.103 12.9692 12.5505 11.851 11.5954 13.7241 15.8386 12.2111 11.2941 15.1361 15.5032 13.4977 15.3386 13.4937
threshold=-0.97446007815901359 1.0000000180025095e-35 -1.1928340118812273 -0.44571336722420651 0.58417749414246189 -0.27443813710255821 0.1455422004423956 -0.58770710193832976 -0.66231107974205183 -0.32018059976033769 -1.0000000180025095e-35 -0.70808508789051416 0.21849606531366475 0.62394575132365482 -0.49698194633020848 1.0000000180025095e-35 0.42224418431244043 -0.97247346571539561 -0.061711438771753523 -1.8029768096276142 3.8366401777161667 1.2975518991191315 0.21223125111445551 -0.77633020110413797 0.15474091746436511 -0.71590799200330191 -0.67569357804421037 -0.7037078401696607 0.91783665606910081 1.9980862990756834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 -3 5 7 12 8 9 -4 -11 -10 16 14 15 18 20 -15 -14 -18 21 22 23 -7 -1 -26 -27 28 -28 -29
right_child=-2 2 4 -5 -6 6 -8 -9 11 10 -12 -13 13 17 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=-0.0046042226070025236 -4.5905982576075362e-05 0.036787060784418041 -0.0076709476644618822 -0.0097053930298855694 -0.027209285878039547 0.05242867129708606 -0.019444604983452275 -0.022415337303754976 0.034233583578675612 -0.00041963310805937654 0.1152375294666767 -0.034456616679112546 0.055709951874136333 0.061358326641671491 0.011614452980651488 0.094067347371892734 0.048708439917733395 -0.041439549702497552 -0.062827890702355532 -0.039774259325549059 -0.036170811170398019 0.063495069939954074 -0.026093368897822634 0.0029402867600644162 -0.0096405269681542893 -0.010237263797583922 -0.025640504951392463 0.017176491044916829 0.045525037839351717 0.095127542133663784
leaf_count=6008 347105 220 61 282 956 99 524 1478 47 30 39 192 36 23 196 68 21 85 34 203 124 50 196 208 1080 632 264 1575 55 40
internal_value=0 -0.0684086 -0.171009 0.245276 -0.213042 -0.151221 -0.0122094 -0.319476 0.114079 0.743272 1.49404 -0.317988 0.111055 0.447762 0.697193 1.23596 -0.0532561 -0.332919 0.383042 -0.580184 0.122011 0.250835 0.105066 0.417631 -0.0169417 0.095834 0.194232 0.292001 -0.21248 0.375818
internal_count=361931 14826 5172 502 4670 3714 1867 1847 369 130 69 239 1343 442 334 138 901 108 70 224 677 553 503 307 9654 3646 2566 1934 319 1615
shrinkage=0.05


Tree=5281
num_leaves=31
num_cat=0
split_feature=43 188 320 1449 289 1116 846 1470 944 824 791 1434 1102 839 1454 624 212 701 707 710 1333 839 1032 1453 206 654 830 428 1045 710
split_gain=8.80631 11.4712 12.9762 15.5649 20.0345 19.4092 21.486 19.6589 17.1977 14.1627 12.8204 15.8675 17.4949 16.0879 15.4027 16.7466 15.7055 15.5511 14.6448 14.4334 14.2308 19.8757 14.5005 15.0367 14.6302 14.3897 15.0525 14.3656 15.0465 16.0807
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.0072900790561738 0.57283334291142962 -0.80095288002974574 -0.42524090955013688 -0.38665990864987693 -0.97613929804587818 0.53713281317862982 -0.69589710308128683 1.0000000180025095e-35 1.0000000180025095e-35 0.29387110962939933 1.6817231072403325 -0.82542789839051101 0.33346336866968301 1.0243278532409368 -0.82648539259760145 -0.8501646860794575 0.88013663730638159 1.9667180021210251 -1.5691029034814035 -1.0769412657368138 0.04309911304808843 1.4887307607576226 -0.87338521606730202 0.60386994948529582 1.5434157713039143 1.4276306031694264 0.32475834270347409
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 -8 -6 -9 11 -3 13 14 17 -16 -17 -13 -14 -15 22 -22 -12 24 25 -24 -27 28 29 -28
right_child=1 10 3 4 8 -7 7 9 -10 -11 20 12 18 19 15 16 -18 -19 -20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.00012221200249912036 -0.0041019341713707828 -0.0033076950469227723 -0.010940614710121177 -0.053907221880929918 0.058896550640671612 -0.013529177496755099 -0.044236235693547114 0.01253973653091197 -0.03083285589388823 0.089055573606913616 -0.0057867721277488305 -0.027833906580275639 -0.034286086353543292 -0.038417896462022087 0.00092494428445667103 0.022077810711305924 -0.0183955995223677 0.036321237809992683 -0.0024275153855834748 0.036828926487431086 0.070838817292682085 0.011800981596907444 -0.009301124706999838 0.011320087293298893 -0.019363733500042113 0.0017941407252012088 0.018424127461435302 0.06269110161742128 0.060013887142231298 -0.024395327075086432
leaf_count=287154 33714 21554 214 52 188 605 38 57 44 140 3328 77 225 210 2666 1057 149 412 1051 42 94 705 1326 2859 519 2629 495 75 79 173
internal_value=0 -0.029088 -0.0697236 0.180679 0.675167 0.0211014 0.467314 0.998543 0.912606 1.31273 -0.00263761 -0.0322533 0.0721712 0.142016 0.173104 0.124469 0.346157 0.568739 -0.155848 -0.473371 0.0643252 0.376421 0.0413239 0.0913289 0.0118376 0.0534172 0.128687 0.395693 0.288847 0.170363
internal_count=361931 74777 35052 1338 284 1054 449 235 232 197 39725 27443 5889 4613 4361 3872 1206 489 1276 252 12282 799 11483 8155 5296 4777 3451 822 747 668
shrinkage=0.05


Tree=5282
num_leaves=31
num_cat=0
split_feature=614 959 1370 768 1456 947 939 795 705 854 797 470 794 851 1329 493 710 1040 981 1111 659 217 119 832 773 835 772 512 431 365
split_gain=15.0357 17.5847 20.4951 17.7717 19.6665 17.4559 17.2815 17.0495 23.5758 21.4752 61.9604 19.9593 19.8751 21.5938 18.9239 19.0256 20.3825 20.9125 20.1812 18.4469 18.273 17.5954 17.2529 22.3029 23.382 19.2945 17.1478 17.011 17.001 16.9964
threshold=-1.0625654336828987 -1.2907225086880219 0.70223084764880606 1.9376207329178159 0.11689593787942389 1.641280574724302 1.4307804817950061 -0.29258408639884992 0.28191752204954684 -0.87473648844905705 0.63961785378869596 0.66595742291584703 2.2041218380651819 0.68308976018130074 1.5913166995842298 -0.79147627600772263 1.3536697095467554 1.7220002970123383 1.469577105443127 -1.2744623332253771 -0.65794869715300641 0.71639230619816996 1.0000000180025095e-35 -0.10282351827283918 1.0697711959540106 1.7538554666622967 0.43729382674941125 -0.48835513880384507 -1.6433289694525792 1.0048316653452785
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 -1 8 -3 10 -9 22 14 26 15 21 18 19 -17 -18 -12 -11 -10 24 -24 -25 -14 -26 -6 -7
right_child=1 7 5 -5 28 29 -8 9 11 12 20 -13 13 -15 -16 16 17 -19 -20 -21 -22 -23 23 25 27 -27 -28 -29 -30 -31
leaf_value=-4.9814954176935849e-05 4.0636247953161586e-05 -8.3721430746147478e-06 -0.00018493085473818551 -0.00024627089772473725 0.00066199313726081138 4.6007858816493224e-05 7.596836581169993e-05 -5.7938822838161885e-05 -1.2523963457619969e-05 6.0122186971439875e-05 -8.544972994455749e-05 0.00013658946462354876 -0.00092653852199085774 -0.00026382322684139766 -0.00014906268516416574 -6.8424192155030502e-05 -0.00053300555695649115 0.00042566096047358479 5.0081463854903757e-05 5.4885191958086742e-05 0.00031240593994587474 -9.6740771557692829e-05 0.00014479645020462018 -4.2527238860839576e-05 3.7280321663530469e-05 0.00034358394854857525 0.00011401501599654563 -0.00071810870283441444 -0.00017929681070523478 0.0010642671570572206
leaf_count=83177 17769 53613 10460 2035 147 481 7979 7087 21935 18666 615 11249 103 936 7168 59546 296 636 7835 5839 3815 4536 13504 7846 297 671 8568 253 4772 97
internal_value=0 -0.000602 -0.0560532 -0.0163926 0.00415063 -0.156654 -0.0391226 0.00568194 0.0264785 -0.0124043 0.0775683 0.0584096 -0.0222495 0.074561 -0.0316441 -0.0237537 -0.0419817 0.0713916 -0.0547382 0.0309497 0.267167 0.0320783 0.0360416 0.0769483 0.129772 -0.0128711 0.107067 -0.311025 -0.151484 0.21919
internal_count=361931 270775 35761 24723 22688 11038 91156 235014 109368 125646 11517 55755 114129 9607 104522 97354 74152 6771 67381 6135 4430 23202 44506 22571 14054 8517 8671 550 4919 578
shrinkage=0.000980392


Tree=5283
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1127 1175 620 12 635 777 976 213 1091 289 1449 1454 1184 1173 638 360 253 759 205 1047 846 1465 484 1456 1454 1111 844
split_gain=8.83715 21.0251 15.8823 13.8523 15.8713 13.8153 17.1308 25.5376 20.0636 16.1417 19.6132 15.7972 16.1763 15.7375 16.7934 15.7062 16.3897 15.2737 15.2134 15.0603 16.8019 19.2662 15.5236 15.0454 16.9142 20.734 17.9679 24.0963 24.8113 17.0493
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.0000000180025095e-35 1.4104946710041879 -0.28959903995613662 -0.35813205539606674 1.1105843774996569 0.41267278538737451 -0.15618180341514068 0.18461650203202815 1.6904607120771862 -0.3763351380992852 -0.26335427453405108 -0.934017357391003 0.067940558335136209 -0.49067660833487764 -0.71176399803670032 -0.030351057912505742 1.4775148743260689 2.4901939527672359 2.8984225976606797 2.6907498507043774 -0.54805991195048998 -0.023445188610208268 -1.0358683072153128 1.3778752582070839 -0.47921441570843964 -1.0518273552373565 2.4471121278670656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 11 19 -9 -11 -2 17 23 -15 -14 18 -13 -17 20 -8 22 -22 -7 25 -25 29 -28 -29 -27
right_child=5 -3 -4 4 -6 13 8 9 -10 10 -12 12 15 14 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.010604215944545105 0.00017083251878035162 0.00025171783795651574 -0.0032940335510903587 -0.0076636958201896548 0.021557936499105639 0.0036231041286246112 0.0040681231028733061 -0.014781161863772012 -0.0022278633391360405 0.0071564258082023298 -0.017161197115665789 -0.0043823371508232463 -0.013512162979241057 -0.014576886874877093 -0.0015017477660600753 0.020476677305272289 0.036752595500948088 0.039161374886466198 -0.072337850134814988 -0.0070949250951777487 0.027758110597240229 -0.064643522166408424 -0.075120980257954592 -0.016754279227368267 0.0027529867241338074 -0.0010240152654134749 0.00034464488110917321 0.031786978494017799 -0.032810887948095627 0.021108443037895955
leaf_count=1810 29762 89418 71199 1428 251 18448 33877 2521 8553 1396 736 143 367 1563 57914 48 193 357 41 1790 654 32 21 1442 14275 21345 963 89 840 455
internal_value=0 -0.0171392 -0.0540779 0.0856719 -0.0604563 0.00699977 0.0297104 -0.00969722 0.0576678 -0.171891 -0.0172884 0.0147025 0.264245 -0.0094125 -0.0360547 0.0381498 0.408933 0.559033 -0.396862 0.0792456 0.088313 0.423368 0.499929 0.0180415 -0.00804866 -0.0454674 -0.0295461 -0.250101 -0.525942 -0.0104324
internal_count=361931 164106 74688 3489 1679 197825 80491 35564 44927 4653 2132 30911 1149 117334 59477 649 282 500 89 36374 34584 707 675 57857 39409 25134 23692 1892 929 21800
shrinkage=0.05


Tree=5284
num_leaves=31
num_cat=0
split_feature=785 728 1431 728 771 795 810 154 1184 1158 43 92 1040 842 766 628 912 503 14 554 1258 74 404 82 906 154 80 170 392 1470
split_gain=15.3377 13.213 12.9338 15.1768 16.2288 16.2178 15.3868 14.9353 18.3075 14.5906 16.4872 16.2815 15.0091 16.4591 18.1972 19.9957 15.9683 16.435 15.243 14.6965 15.327 15.8061 14.6154 16.8621 20.9188 18.4168 16.1586 14.5172 15.2154 14.9136
threshold=-0.86283290253235112 -0.49008176997875957 1.0099929608726099 1.0000000180025095e-35 1.4820751525130569 -0.80684465664869354 1.1023763779372591 -0.8181801419303536 0.2689306506430052 1.0000000180025095e-35 2.2744972866152193 0.68037530202104535 -0.69317107199895289 2.3011036912675191 0.11258830616210123 1.9173962400625897 -1.5190933633444759 -1.2159959610051965 1.147178932060245 2.8942532224977762 3.2937508837646052 0.38700695630089615 0.76881834321921005 -0.55153941837689302 -0.91627730583546074 -1.44401767700804 1.841487155749036 2.666033615839186 1.0000000180025095e-35 2.3313874147227929
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 -6 -8 -9 11 -11 12 16 19 15 -15 -7 -18 -16 20 -14 -22 23 -19 26 -26 -25 29 -29 -13
right_child=2 -3 -4 5 6 9 7 8 -10 10 -12 27 13 14 18 -17 17 22 -20 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00010147711739441647 4.5246520041427039e-06 5.4948285755385483e-05 -5.2641329292305012e-05 -0.00011646997645538127 -0.00016748655187746769 -0.00058173876648185568 0.001301266015547796 -0.00029459396788097351 0.0010793343269217685 1.7613810481295503e-05 -0.00033369527170719852 -0.00033656123020528282 -4.0045067431830092e-05 -5.3938689638596735e-05 0.001198279718121899 0.0021144695063351968 0.00043058174631593145 0.00015608952488922954 -0.00052085986310852696 0.00064699030875299839 0.0013507585263969029 -0.0012080893692198956 -0.0004267600734349069 2.2716559082052996e-05 0.00057616264246342737 -0.0003753843579486709 0.0011646066477798223 0.0018344888256501463 -0.00084002594840112412 0.00087864544538402843
leaf_count=3396 192584 26163 51415 16027 4368 766 64 207 64 35086 1342 2591 20038 412 155 22 319 1539 36 175 78 27 1344 886 149 2472 70 32 29 75
internal_value=0 0.0400162 -0.0141862 -0.00848538 0.00146046 -0.0388924 -0.134579 0.360585 0.0963697 -0.0224837 0.00998088 -0.0662807 -0.0482784 -0.0140232 0.366597 0.07705 -0.157301 -0.119191 0.940323 -0.0281637 -0.0354074 0.930442 -0.1525 -0.0905232 -0.189238 -0.324122 0.127127 -0.273314 0.965055 -0.306859
internal_count=361931 29559 332372 280957 197287 83670 4703 335 271 67643 36428 31215 28488 20943 625 434 7545 6779 191 20318 20143 105 6460 5116 3577 2621 956 2727 61 2666
shrinkage=0.000980392


Tree=5285
num_leaves=31
num_cat=0
split_feature=470 602 532 81 1467 332 1463 192 52 1243 615 561 565 217 1035 798 78 833 415 57 1124 900 1256 78 760 700 192 875 885 1452
split_gain=8.91747 17.5125 16.1153 16.138 18.1481 15.8398 15.7199 18.2059 15.9343 15.7771 14.7497 15.8847 14.9383 14.7529 15.9002 14.6854 16.5293 17.4188 16.9936 14.5127 19.0153 15.2962 15.7803 14.4838 15.6307 14.3287 14.5463 15.591 17.7528 15.9537
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.93323795639360851 1.4788072840855835 1.0000000180025095e-35 0.86054784576273324 2.8552794598869204 2.1084061020448908 -0.81382012067536669 -0.59108387774323179 -1.0608723686927564 0.013126018619403398 -0.64267936497111766 0.6227093896998146 0.27215568341759122 0.37386426067819251 1.6480709466544363 0.011752152886359992 1.4243427035504792 -0.35201210688274975 -0.31785939140245661 0.28150805942177065 -1.0815044470434694 -1.0317625324696011 -1.7221116510743448 -0.43085510457888271 1.0000000180025095e-35 0.98964072280890891 0.02784514564460679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 7 9 -8 -6 15 12 13 -12 -15 -5 -17 -18 -19 20 23 -21 -23 24 -13 -4 -27 28 29 -28
right_child=-2 -3 25 4 6 -7 8 -9 -10 -11 11 19 -14 14 -16 16 17 18 -20 21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.010926086418636507 0.00035597886267420558 0.00015070215498566439 0.040956857965245945 -0.0023913501418383145 0.026484184540242518 0.0064313295834335987 0.021167841398943076 0.059510166896383998 0.12856759970178777 -0.0051180418550416749 0.0089531014077546996 0.050378277870954606 0.0016800957001407322 0.066925179141472779 -0.008723366974225712 -0.014929392720086863 -0.002135770894991076 0.017112298284674882 0.12813020632201316 0.0080324803967017338 -0.0034779200986419152 -0.029666213646110003 -0.00093713923258202008 0.0097256819069188299 -0.021970299851464911 -0.01013438966740522 -0.010831571140195007 0.00035928047658427916 -0.023542577735090831 0.0046715621154177697
leaf_count=4549 191352 89908 151 15311 292 3429 700 61 20 1658 226 45 554 217 64 5016 1431 93 32 553 6859 828 447 4598 478 13162 4434 11740 1368 2355
internal_value=0 -0.0171072 -0.0508074 -0.0213521 -0.0084683 -0.023627 0.192298 0.0628702 0.482422 0.00708439 -0.0423907 0.0223499 0.312537 0.622511 1.02905 -0.0885451 -0.213698 0.0615486 1.06344 -0.00429454 0.0321599 -0.215865 -0.362758 0.148626 -0.273178 -0.107472 -0.112155 -0.0632538 -0.167005 -0.099279
internal_count=361931 170579 80671 47461 42912 40181 2731 2011 720 1950 36752 14869 1061 507 281 21883 6572 1556 125 13808 11980 1828 1275 5121 523 33210 33059 19897 8157 6789
shrinkage=0.05


Tree=5286
num_leaves=31
num_cat=0
split_feature=785 728 784 647 590 852 1307 211 980 5 657 569 703 833 89 554 351 62 713 969 1347 1177 570 636 1421 14 0 843 1371 796
split_gain=18.567 15.9819 17.4042 17.1783 35.7744 15.8327 20.6157 18.4565 17.3238 15.8982 15.7875 17.4674 19.4388 17.4582 15.9471 16.55 15.4695 15.2606 15.1958 15.0655 15.2905 15.0285 14.8919 16.1458 15.1132 14.8702 15.2298 15.5292 14.8467 14.8003
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.0747610123934368 1.3390041783085433 -0.62944366619299574 0.93965787111466315 -1.0821368227570305 2.2603408215975165 0.069179088922970394 1.2527926291041005 1.5919315457291203 -0.7057993590700341 -1.3074307702299757 2.0347385979342092 0.22553477650581719 1.0000000180025095e-35 1.6523530528256127 2.1907515016845629 -0.80577776936292356 -0.48460852809644533 2.4129057422810987 1.0107116206971127 0.79293532814295575 -1.187473312618488 -0.042712978976594283 1.0000000180025095e-35 0.38087715954262297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 4 16 10 7 -7 -8 -9 13 12 17 14 19 -16 29 -12 -1 20 -4 -6 24 -24 -5 26 -15 -28 -25 -3
right_child=1 3 5 22 21 6 8 9 -10 -11 11 -13 -14 25 15 -17 -18 -19 -20 -21 -22 -23 23 28 -26 -27 27 -29 -30 -31
leaf_value=-0.00011653906455434248 -1.6669919213737753e-05 -0.00011131927933845132 3.6980988329312591e-05 4.2230039784700074e-06 -0.0001046755501311937 -1.2252152684936907e-06 -7.9166627316663697e-05 -0.00030255360805592945 -0.0010237264425838428 0.00027406859863491256 -0.00059129141810602569 8.6511961663236414e-05 -0.0013660729146667818 -0.00051567774896695787 -0.00031650901468638462 -8.332822688197735e-06 -0.0009171214112670648 -3.8793668258272502e-05 5.8062527874382607e-05 0.00039946013807934649 0.00047215466206894954 0.00045699992012712535 -8.4329410863989436e-05 0.00041001590408084736 -0.00020060124887506299 0.00049983007625981047 -6.6281042728268851e-05 0.00031446276229124862 -0.0012174861419436409 0.00018781203091577348
leaf_count=3144 190291 3290 6123 30285 264 2043 879 281 143 3872 449 639 91 205 1234 22062 152 480 26415 649 383 1120 59758 536 3085 525 907 1181 66 1379
internal_value=0 -0.0166676 -0.00708823 -0.0456561 0.0764009 0.0334899 0.125773 0.167356 -0.199262 0.248305 0.0132921 -0.194656 -0.372636 0.0241861 0.00832339 -0.0203774 -0.0406779 -0.283208 0.0429029 0.100237 0.0661458 0.362772 -0.0555017 -0.0812076 -0.011706 0.190384 0.109704 0.161714 0.321633 -0.0178507
internal_count=361931 332372 232437 99935 6205 42146 7218 6196 1022 4153 34928 1659 1020 33269 30451 23296 4821 929 29559 7155 6506 1384 93730 60360 33370 2818 2293 2088 602 4669
shrinkage=0.000980392


Tree=5287
num_leaves=31
num_cat=0
split_feature=764 568 1324 634 1422 355 296 1465 552 1467 834 763 21 965 1245 1259 428 121 78 627 1315 1396 1323 915 776 142 224 291 638 840
split_gain=8.84754 15.0966 21.4335 20.217 18.7385 16.2637 15.4447 14.6649 16.2012 15.2001 16.959 14.2916 14.7644 14.0253 14.9083 15.1673 14.6142 14.3561 13.9826 13.9411 14.7467 13.9246 13.4853 15.8954 13.9972 13.172 12.6921 14.963 13.8851 16.8517
threshold=-1.0227122317924267 -0.22070977843888442 1.3413217572824878 1.9974532662436106 -0.47136562738859977 -1.283176610382639 -0.63114436330655466 2.3195887819936725 -1.2377929955200335 0.83807691599381584 0.59586254049085408 1.5637510153345719 1.189441983669046 -0.38291690967569042 -1.7529625132963698 1.9950004377824897 -0.52125007021412118 2.105497766718035 -1.0450188805546257 2.2495061008468773 -0.40096365683153207 1.6702127215525862 2.7132217573315578 -0.44286396239476639 0.14832366546612832 3.271476281148161 -0.15733299080516566 -0.46291770807420435 -0.42944709573146134 -1.0063781990028002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 7 8 9 -1 -11 12 21 16 -15 -16 18 -18 -8 22 -21 -5 26 24 -24 -10 27 28 29 -6
right_child=-2 2 -4 11 19 -7 13 -9 25 10 -12 -13 -14 14 15 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0095781243569914073 5.8856437064678151e-05 -0.033129636936659511 -0.018723616499194639 -0.0082082647226745017 -0.013951057664600107 -0.0078898299791023679 -0.032111535903614631 0.025691601866069294 0.0059268441704908321 0.024865462786345351 -0.035112924249802564 0.051368998667488508 0.08462217831151525 -0.027439543382427364 -0.004986163401509063 0.017371402495685695 0.0065585287104490513 0.044849518986657511 -0.00097783304742460895 0.056725368747715332 0.00022532809793857027 0.072920453533308296 -0.005414225791102816 -0.027260410784309796 0.076145379074459008 0.046522684407179986 0.0023699795556135304 -0.013409036241637376 -0.0099233546666939766 0.02441341272000825
leaf_count=2475 318092 545 1599 348 270 5884 326 385 5541 359 95 154 24 581 10206 528 2775 145 1745 119 177 30 45 78 88 127 5037 2694 924 535
internal_value=0 -0.0377112 -0.0948711 -0.0665418 -0.0842492 -0.195512 0.00273338 0.0857386 0.0614993 -0.0994799 0.28797 0.398141 0.146314 -0.0459215 -0.0971509 -0.0772831 0.0676298 0.172528 -0.118234 -0.0130913 0.52572 -0.00193866 -0.0310149 0.596577 1.01315 0.136744 -0.0463949 -0.145626 0.0386275 0.259881
internal_count=361931 43839 18551 16952 16396 6429 25288 8982 8597 2929 454 556 402 16306 11315 10734 4991 2920 2071 9967 296 378 9671 211 133 5668 9460 4423 1729 805
shrinkage=0.05


Tree=5288
num_leaves=31
num_cat=0
split_feature=614 959 1370 768 1456 947 795 633 590 727 588 706 854 797 794 851 1154 1436 1329 493 710 1040 981 1111 125 659 217 772 427 776
split_gain=15.2561 17.7727 20.3286 17.4797 19.9427 17.4501 17.1835 22.3705 24.8894 23.6483 26.2815 21.0209 20.7075 61.6804 19.7624 21.3817 19.2516 20.9551 18.817 18.8441 19.9079 20.6991 20.4831 18.6615 18.2953 18.2588 17.5347 17.312 17.274 17.7861
threshold=-1.0625654336828987 -1.2907225086880219 0.70223084764880606 1.9376207329178159 0.11689593787942389 1.641280574724302 -0.29258408639884992 1.7407312976543683 0.58895901036483078 1.0000000180025095e-35 2.250834115212506 1.421269665889898 -0.87473648844905705 0.63961785378869596 2.2041218380651819 0.68308976018130074 1.0000000180025095e-35 1.0000000180025095e-35 1.5913166995842298 -0.79147627600772263 1.3536697095467554 1.7220002970123383 1.469577105443127 -1.2744623332253771 1.0000000180025095e-35 -0.65794869715300641 0.71639230619816996 0.43729382674941125 -0.64724247929488643 2.3433137484526747
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 9 -9 11 16 28 13 -8 18 27 17 -11 19 26 22 23 -21 -22 -19 -15 -14 -16 -3 -30
right_child=1 6 5 -5 -6 -7 12 8 -10 10 -12 -13 14 25 15 -17 -18 24 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.9373465848658501e-05 3.9495671201238456e-05 -0.0001263524125155246 -0.00018547716557532163 -0.00024551074297589614 -0.00015088298801616812 0.00021407731111993363 -5.9938816450759947e-05 -0.00013071505373555545 0.00012722278684306531 -6.4765431500365177e-05 0.00024141416629024938 0.00010076800583945387 5.9147720214950315e-05 -8.8118271676682655e-05 -0.00093170676509915073 -0.00026280328293529367 9.5690898100911701e-05 -3.3158487822276352e-05 -0.00014925175330312581 -6.8889492657501095e-05 -0.0005371553824356181 0.00042153193117476734 5.0446810945094487e-05 5.334127484410371e-05 0.00012182443083591858 0.0003094498929718133 -9.7357429211096199e-05 0.0001129597524809382 -1.4100252970607522e-05 0.00028112572748730257
leaf_count=91156 17769 8070 10460 2035 4919 578 7087 8428 2271 12652 3509 8341 18666 615 103 936 23814 6298 7168 59546 296 636 7835 5839 8851 3815 4536 8568 26123 1011
internal_value=0 -0.00137936 -0.0570986 -0.0176164 0.00274363 -0.157234 0.00493571 0.0258104 -0.0735233 0.0364854 0.0667242 -0.00456844 -0.0132089 0.0750839 -0.022872 0.0736101 0.0533782 0.0107461 -0.032235 -0.0243716 -0.0425047 0.0694497 -0.055109 0.0292317 0.0632237 0.2642 0.0311568 0.105948 -0.0288033 -0.00261766
internal_count=361931 270775 35761 24723 22688 11038 235014 109368 10699 98669 55124 43545 125646 11517 114129 9607 51615 27801 104522 97354 74152 6771 67381 6135 15149 4430 23202 8671 35204 27134
shrinkage=0.000980392


Tree=5289
num_leaves=31
num_cat=0
split_feature=522 694 747 763 687 1191 574 262 104 1190 1005 4 908 773 629 1098 1356 905 215 1085 1251 779 791 1389 809 1448 568 1461 1185 1047
split_gain=8.82572 15.0806 17.0364 23.142 19.0264 17.6025 15.1348 17.5607 15.4001 17.3199 17.3725 16.3482 15.9866 15.9591 16.5613 19.0366 15.3365 22.2074 17.976 16.1081 15.0219 14.4499 14.388 15.21 17.2052 17.2611 17.042 15.3128 13.9949 15.3276
threshold=-0.71745339412579689 1.4410699139383063 2.2668746584208797 -0.25731105151293876 0.31595933703903267 -0.52568489766678284 0.6251511886302028 3.3771602022389713 1.0652261241447827 0.43659419948501221 -0.73131249138158405 1.3749853296662653 -0.63146698407992818 0.14806278637989476 1.21396877976117 1.3289106712562746 2.0056820137573372 0.15592041681203431 1.1385394831562554 2.6028363301048416 -0.8844805215045296 -0.57315073675303663 1.4161025625550929 -1.2626442253352865 0.66649192610754393 1.0000000180025095e-35 0.68465280793267136 0.53704323757840622 1.3239494810912666 -0.15836251938001736
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 16 8 11 10 12 13 -10 -8 15 -15 22 18 -18 -19 -11 -7 -1 -24 27 26 -26 28 -25 -30
right_child=-2 -3 3 4 -6 21 7 -9 9 20 -12 -13 -14 14 -16 -17 17 19 -20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.00015911709619226231 -0.00050105161323462397 -0.0034765337213962066 -0.036636679987302065 -0.01542554572032347 0.019194044231391028 0.0098398325162003565 0.010966748191076703 0.066753288895463114 0.020845656435409431 0.062272174894757427 -0.0056035127502524363 -0.0092853217571277381 -0.052980925910138921 0.0078443386162630954 -0.013983037294810291 -0.01551283779557211 -0.0073100404466882657 0.019630447128546478 0.026316091219416166 -0.039254065609809208 0.0039064449279872411 -0.019362470635930482 -0.018782466680173259 -0.0016805243519120395 0.011608926004277256 0.029374850641413361 -0.043965354473780055 0.017463830523505721 -0.006516452982685896 0.036228507317406664
leaf_count=55945 269958 10183 402 295 494 313 6553 52 47 62 811 977 205 3486 646 575 1184 1427 206 64 331 588 388 4203 397 670 77 917 208 267
internal_value=0 0.0167653 0.0271675 -0.167542 0.122322 -0.350533 0.0330035 0.101259 0.0959003 -0.124695 -0.273908 0.1223 -0.791688 0.144774 0.0475331 0.100518 0.0177705 0.172022 -0.0328605 0.349292 0.285984 -0.17833 0.00941567 0.110584 0.135607 0.369319 0.0516087 0.0736873 0.0145698 0.389912
internal_count=361931 91973 81790 2092 789 1303 79698 13745 13693 1456 1063 12237 252 11260 4707 4061 65953 2881 1390 1491 393 901 63072 7127 6739 1144 474 5595 4678 475
shrinkage=0.05


Tree=5290
num_leaves=31
num_cat=0
split_feature=614 939 959 1370 768 1456 795 727 588 854 797 706 794 851 1356 747 785 290 451 1154 755 1329 493 659 936 723 425 236 214 133
split_gain=12.6884 16.9682 15.9564 20.1073 17.7566 19.2792 17.574 22.7945 24.7992 21.2671 61.1034 20.3657 20.0771 21.2517 19.282 22.0165 20.0767 19.0933 19.2055 21.4314 18.5814 19.8711 19.0719 18.1736 17.7196 20.5758 17.5553 17.4873 20.2747 19.8362
threshold=-1.0625654336828987 1.4307804817950061 -1.2907225086880219 0.70223084764880606 1.9376207329178159 0.11689593787942389 -0.29258408639884992 1.0000000180025095e-35 2.250834115212506 -0.87473648844905705 0.63961785378869596 1.6846785363603172 2.2041218380651819 0.68308976018130074 1.0000000180025095e-35 2.2668746584208797 -0.86283290253235112 2.044301423488688 1.0000000180025095e-35 1.0000000180025095e-35 1.2103694265132638 1.7049693232264631 -0.79147627600772263 -0.65794869715300641 0.30310323293594316 -1.0570063487222232 -0.2604790206033305 1.7308206281173568 1.4611095838198287 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 11 14 10 -8 -4 20 -14 16 -16 -9 18 -18 -20 21 22 26 -12 -24 -26 -11 -22 -29 -30
right_child=2 -3 6 -5 -6 -7 9 8 -10 12 23 -13 13 -15 15 -17 17 -19 19 -21 27 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=-4.6636622962776679e-05 4.2523160309737537e-05 7.8108303211194994e-05 -2.8287720948404954e-05 -0.00015021259458785195 -0.00024424574958310585 -0.00014500827572442085 -5.7960529749196455e-05 0.00010014142084850108 0.00021804061939198431 -5.593467047526609e-05 -8.6825808689626043e-05 0.00011951456448198742 0.00010480454167504826 -0.00026141302243577183 0.00011687168770497578 -0.00034600186327761505 -9.856502497285785e-05 0.00021651366878641892 -5.8891813644339027e-05 9.7735261625804271e-05 9.5382318641898284e-05 -0.0001758970930216754 -2.9903697619289052e-05 0.00031033154671077182 0.00010140175181245572 -0.00013904925215510556 7.4150830632789506e-05 -0.0006994758740554957 0.00038255810708708602 -0.00056551152958354801
leaf_count=83177 17769 7979 42474 11038 2035 4919 7087 10494 3816 8476 615 5638 8671 936 16165 477 11917 1405 9453 7529 9294 5717 48506 3815 1745 17235 12507 410 365 267
internal_value=0 -0.0359709 -0.000548434 -0.05343 -0.0141169 0.00643141 0.00543926 0.0265731 0.0548041 -0.0129306 0.0766788 -0.0117841 -0.0227306 0.0746415 0.0426011 0.105193 0.0153456 -0.0140298 -0.0278479 0.0197063 -0.0321758 -0.0416434 -0.0336997 0.265149 -0.0527183 -0.114305 0.0247151 0.0664505 -0.258886 0.0366554
internal_count=361931 91156 270775 35761 24723 22688 235014 109368 61256 125646 11517 48112 114129 9607 57440 16642 40798 30304 28899 16982 104522 94186 88469 4430 67486 18980 20983 10336 1042 632
shrinkage=0.000980392


Tree=5291
num_leaves=31
num_cat=0
split_feature=1431 1230 830 972 1449 1122 1366 1456 21 875 417 421 863 991 482 623 584 1253 349 1389 1108 1424 152 123 955 1311 900 503 606 1469
split_gain=8.80301 11.706 18.8774 17.7918 18.8497 18.7608 18.301 16.7507 22.1212 17.761 16.9676 16.8474 16.7427 16.2544 17.3597 16.8493 19.6219 17.9614 16.2281 15.9815 19.3678 15.0108 14.8636 14.4611 15.6657 14.7762 14.6661 15.533 14.3975 14.3924
threshold=1.0099929608726099 1.0000000180025095e-35 0.78234099439613802 0.44885821426093508 0.59618467655696206 -0.34375892175298167 2.0183251275724516 2.0994270724704638 0.2439032738895319 2.4182337862533374 2.924606770914282 -0.70680014632638077 1.0000000180025095e-35 0.92095852375103993 1.4939429534082385 -0.31271285625491418 1.0000000180025095e-35 0.11640689224408192 -0.31994864038135412 0.092045761988130748 -0.73299374798507588 0.78977704753698397 2.7196615015631749 2.8501099055791257 1.0000000180025095e-35 -1.4956448384645971 0.71297909590690201 -0.41453963410269451 1.2983214193172208 -0.39788720369829361
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 7 10 9 11 23 12 -9 -4 15 17 -17 -15 19 22 -21 -18 -6 25 28 -3 -26 -28 -25 -27
right_child=-2 2 13 5 18 -7 -8 8 -10 -11 -12 -13 -14 14 -16 16 21 -19 -20 20 -22 -23 -24 24 26 29 27 -29 -30 -31
leaf_value=-0.00077796023795615224 -0.001698472717177894 -0.010654258588008138 0.0018400726902750215 0.00063975579846809448 0.0093952486532314829 -0.0045151611403511736 -0.0098831346579347744 -0.00052414684132909089 -0.015771456124331888 0.071640240835863983 0.037331091393930614 -0.0074270500473260746 0.042426350064995108 -0.015062508156277868 0.024303201089232489 0.0056238805726536176 0.012273767934306965 0.0093477923597520603 0.00055644194506936008 -0.015884817411423665 0.005599003974946286 0.040955919471431131 0.045607740496060874 -0.029803225711250617 -0.037061029077860623 0.0032521514825719073 -0.035327035085617443 0.079639529820219504 0.0022046070252454003 -0.00014046018900160716
leaf_count=136706 55251 1855 26118 18312 6504 20896 2732 284 1854 36 158 1205 179 935 657 3243 599 682 8993 718 2087 356 128 236 446 26976 35 21 1030 42699
internal_value=0 0.00170633 0.0140761 0.00179292 0.0182016 -0.0408288 0.00237404 0.0085707 -0.145862 0.0489897 0.0161449 0.00779097 0.364013 0.062204 0.160755 0.12065 0.190821 -0.0820583 0.0830382 0.145653 0.0012976 0.475451 0.203117 0.0144433 -0.192728 0.0195686 -0.56957 0.464822 -0.0662947 0.0243473
internal_count=361931 306680 169974 137384 98176 39208 79746 77014 3558 1704 73456 1668 463 32590 6472 5815 4198 1617 18430 9437 2805 955 6632 73298 1768 71530 502 56 1266 69675
shrinkage=0.05


Tree=5292
num_leaves=31
num_cat=0
split_feature=659 705 747 693 747 567 1052 1178 635 1039 1186 86 928 500 1451 0 270 497 828 1246 1454 438 15 355 568 1467 64 276 1041 1201
split_gain=8.69754 13.5095 19.9812 16.8257 18.144 18.1646 19.1188 18.064 16.8077 21.7654 17.1063 17.7533 16.3705 17.2879 17.2265 16.4337 16.1648 15.9876 15.6684 15.5917 15.0507 15.797 15.5961 15.0152 14.7017 14.2578 14.2205 18.7213 17.2346 14.2087
threshold=0.62821384419828064 0.87723755459486374 -0.93005070605929763 -0.31170898610154357 2.2668746584208797 0.49479209541712504 1.5475423588337158 -0.54928046329216695 -0.29094689610218433 -0.39101168331944802 -0.48816337536748688 -1.1150660109553014 -0.97827964681891932 1.8576968083949901 0.43306149721146375 -0.78196138921999159 -0.35445085704501039 2.2841970610333457 0.14377850967463715 -0.93773252118807326 0.13021184176095849 1.0000000180025095e-35 1.2915144729874004 -0.5218323428424968 -1.8567158555664325 -0.46555852133708692 0.58408534944085788 0.4957278649287708 -0.6994160585364142 0.87496205445575626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 8 12 -4 10 -10 11 16 13 15 -14 18 -5 29 -7 -16 21 22 25 -18 -9 -6 -11 -28 -29 -12
right_child=-2 2 3 4 20 6 -8 24 9 26 17 -13 14 -15 19 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00029708652681833788 -0.0015068433825281044 -0.018147477404880038 -0.0053570924576851007 -0.048442428643758806 0.040922794574754701 0.014835760108458166 0.024857033328717835 0.032922016362260859 0.010090213004285651 0.0020659690739429021 -0.0041390856599617309 0.0073412304134595086 0.0021903599301452202 -0.054228140344515889 0.038471187584654495 0.023602709720246449 0.049729235710229677 0.018465252425172995 -0.050505800992036901 0.0098780206245326786 -0.021177281123572339 -0.0079064965318767326 0.072124906847015738 -0.029064612533779038 0.0012482827194180424 -0.014493537765937582 -0.027609423922527007 -0.064757028018175525 0.041819932139690652 -0.022999332373899051
leaf_count=245033 56647 1024 8909 187 88 114 741 203 5146 5329 6289 3522 7540 53 242 1159 58 359 82 1666 605 773 50 89 14535 128 570 34 104 652
internal_value=0 0.00238963 0.0329958 0.0374475 0.0667311 0.0782273 0.148316 -0.0138081 0.0400119 0.0993848 -0.0244909 0.101969 0.125411 0.34135 0.0916501 0.381283 -0.456193 -0.0887982 -0.231726 0.277069 -0.154496 0.00423845 0.443186 0.141605 0.0336762 0.182418 0.00639174 -0.333533 0.433653 -0.113826
internal_count=361931 305284 60251 59227 35580 33936 11597 23647 22339 11183 11156 3856 10856 1408 9448 1355 334 7300 196 1908 1644 1039 266 147 14738 216 6037 708 138 6941
shrinkage=0.05


Tree=5293
num_leaves=31
num_cat=0
split_feature=785 728 885 1457 1377 988 1002 1450 287 921 1465 410 353 359 1467 1395 990 1047 934 496 1450 1460 1022 429 484 900 1397 114 1112 5
split_gain=15.5783 12.9338 12.0947 18.5718 17.2746 16.2292 19.0764 16.4757 18.6028 16.2596 17.6599 16.7796 16.7085 23.7609 16.1217 21.7668 17.1773 20.6525 18.7017 17.6179 18.3629 27.1725 17.1491 16.0623 20.0725 18.3991 16.0613 15.9408 20.4852 15.7879
threshold=-0.86283290253235112 -0.49008176997875957 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.3820670939764912 -0.32459312438081372 -0.34557539116087493 -1.467885962228334 -0.24051307952136838 0.14486519861544186 1.644349105518915 0.55938823495656564 0.32346298429964238 0.26182203575330365 1.9458755331811359 0.22046490535518015 2.264868627366154 0.34988666419535186 -1.5156124618942199 -0.57378190399925333 2.3001073513155119 4.6352522491090467 -0.64405295088620862 1.6134396840371368 -0.36980086556920722 -1.2414802684885113 1.0000000180025095e-35 1.5620189235502193 0.64161303789880775
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 9 14 -9 10 11 -7 23 27 16 22 18 19 -8 -18 -21 -22 29 24 25 -11 -10 -14 -29 -16
right_child=2 -3 3 -5 5 6 7 8 26 12 -12 -13 13 -15 15 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.855928971600065e-05 -2.2820348267787712e-05 5.6269846851024363e-05 -6.4639122165007442e-05 0.0004293539956915386 -0.00041458279117935015 7.5059290821859054e-05 -7.939023558599991e-05 -0.00032005511125853485 -0.00019539886842352309 0.00028206339702251034 -0.00016617816679478754 -0.0004169608584413882 0.00054156340973161236 9.2982970516782552e-05 2.8621261742043325e-05 -0.00050605794940011004 0.0007859254389026392 0.00035203078965607293 -0.00031319692019550461 7.9581942189480148e-06 -0.00024452327319565405 0.00062091512410812654 -0.0011158600017821599 9.0218986413785528e-05 -0.0009266893086871497 -0.00018417861130524764 5.3262089093071007e-05 0.00023493489940136988 -0.0012008216696256951 0.00030384204647964112
leaf_count=3396 234941 26163 17071 426 572 6363 4446 950 1285 639 2822 582 1145 3107 3893 321 157 592 2731 6376 3199 186 50 13178 206 1681 23577 566 47 1263
internal_value=0 0.041539 -0.0130939 0.0076056 0.00532462 0.0182058 0.0205142 -0.00629386 0.0316571 0.0653923 -0.0137656 0.0490576 0.100033 0.207058 -0.0500283 0.0532903 -0.0838626 -0.0256152 -0.168747 -0.0516722 -0.0623718 -0.199067 0.086887 0.0621828 -0.114473 -0.0595995 0.0414314 0.403553 0.130137 0.0999173
internal_count=361931 29559 332372 97431 97005 79934 79362 49026 25812 30336 9767 6945 20569 4865 23214 5527 17687 10510 7177 9918 9761 3385 5206 15704 2526 2320 24862 1758 613 5156
shrinkage=0.000980392


Tree=5294
num_leaves=31
num_cat=0
split_feature=462 403 1113 774 1389 1110 1452 494 1256 830 208 416 1459 75 1193 1392 222 1113 1082 144 419 641 487 8 1425 626 1115 1045 683 955
split_gain=8.71202 14.4605 13.6668 13.5208 13.7971 13.0628 18.747 15.4545 18.492 17.5412 17.3777 16.7277 21.2218 15.5023 14.6388 14.8017 14.48 14.904 14.1333 18.5353 14.5996 13.9411 14.1733 16.838 20.5185 15.0335 14.3494 13.8774 14.0282 13.8521
threshold=1.9321621796069277 3.308905084405207 1.9936656149011287 -0.84561852011191452 -0.52261954569294222 -0.2998147977250159 0.44309789267733452 -0.03899795959027394 -0.12118874418864507 2.4569310115382947 -0.31707228175427105 1.0598510535642696 -0.10950671909720981 -0.8410116108588751 -0.91828619073269813 -0.32837611922982973 0.84329979028256952 -0.57075981101128359 1.0000000180025095e-35 1.3311646871018528 -0.19597888811152744 0.48128341743958875 0.69436753120064265 -0.16560220523539562 -0.49854827941355384 -1.1075552645391051 0.064851942801719895 -0.59489776225633617 1.0000000180025095e-35 -0.56067130660624642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 14 9 -9 10 13 21 -13 -7 -2 -16 18 -18 -12 20 -20 22 23 -10 25 -25 27 28 -26 -8
right_child=1 -3 3 -5 -6 7 29 8 11 -11 16 12 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-3.0748598088871229e-06 0.014022737398327059 0.076775724413988375 -0.043519803524754652 -0.028903514029902821 0.032208507475856449 -0.035952198729397082 0.027780793312023839 -0.019434751978368865 -0.028004033843662447 0.049102670910666876 -0.0025083820914522186 0.043268361261345457 -0.010931747540232547 -0.0051897043973612982 -0.011521920263969958 0.0021466270135523644 -0.042422147745009825 0.0031777481660038029 0.013706458460006829 -0.015069602875948038 0.04501357957576111 0.0045955584419100767 -0.04511351812388522 0.078812730784579219 -0.058745294588876278 -0.031782905267943494 0.027533628594250327 -0.04020231812965986 0.053449189610768215 0.0039254749186136409
leaf_count=343674 798 43 81 793 141 406 515 2242 557 95 861 207 178 1730 2595 2472 197 292 564 243 377 869 225 20 24 306 323 127 46 930
internal_value=0 -0.0567732 -0.0599742 -0.389187 0.203764 -0.0453126 0.0338835 -0.10616 -0.201302 -0.000196587 -0.0248209 -0.0791303 0.363661 -0.194625 -0.0317149 -0.082294 0.119831 -0.265465 0.218202 0.391245 0.535872 -0.156394 -0.291259 -0.205275 -0.00460824 -0.500874 0.269094 -0.254313 0.486915 0.276528
internal_count=361931 18257 18214 1015 222 17199 7310 9889 5124 4765 4670 2882 385 2136 5865 5067 2534 489 2045 1184 941 2497 1628 1403 846 326 520 197 70 1445
shrinkage=0.05


Tree=5295
num_leaves=31
num_cat=0
split_feature=51 1365 671 368 73 641 503 225 1041 1322 319 1048 76 483 326 767 345 1208 1004 491 621 1255 905 422 489 1179 628 734 1459 1455
split_gain=8.67731 12.1061 13.4339 14.3118 14.256 12.317 21.8176 12.1363 12.4938 12.118 14.3896 13.2268 12.016 11.9952 11.9307 12.4712 16.029 15.8744 15.3081 15.0722 14.3409 17.0925 13.8877 17.3748 17.7268 13.7149 13.1277 12.0278 14.4546 13.8301
threshold=1.0111847875080273 2.0426043571165486 1.6550864193358736 -0.84946560089001755 -0.84639712770568398 3.0874174205257403 -1.2492169486488234 -0.091800829704399248 1.0584476820212709 -0.39292921449585227 1.0000000180025095e-35 -0.13368760620417017 -0.092342941437817891 -0.17186469060786078 3.5996930392126116 2.4954308841390507 0.34099072378966194 2.1630709796265442 1.0000000180025095e-35 -0.28492165774463302 -0.60023892107330334 0.79862694403270018 2.8021580725585369 -0.68717475692435015 -0.16237920459894697 -0.20057628928467056 -0.40124547378632303 3.0820683777490774 0.59499139038429327 0.99585112258034558
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 14 -7 8 -6 11 -11 -9 -10 -14 15 22 17 19 25 -17 21 -21 27 -24 -25 -18 -26 -2 29 -29
right_child=1 2 -4 4 7 6 -8 9 12 10 -12 -13 13 -15 -16 16 18 -19 -20 20 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=0.00010014735134547911 -0.0026257110088620974 0.045809497669246302 0.070807374820229002 0.030449241529933054 -0.017729671433863458 0.070576714641695196 -0.023568494590490235 0.012244217716377058 0.06001012530668455 0.027948270626710344 -0.037269361503969811 -0.049989333760374878 0.051188531756482927 -0.061574507659287459 0.033503389283736328 0.014969740060074408 0.028423621188421094 0.068496398390820265 -0.0053254512785928547 -0.029550329213387294 -0.056741133536532255 0.069808222160972391 -0.019771206100257691 0.052730445865500755 -0.061659768372792301 0.097096940625285372 0.028329877122545463 0.015744016726176226 -0.050296352364254594 0.08144229343060487
leaf_count=306947 50447 95 29 208 688 42 1019 117 57 366 70 98 22 36 103 288 91 46 72 97 146 34 131 159 49 63 51 276 46 38
internal_value=0 -0.0332387 0.155023 0.122507 0.0660444 -0.0412667 -0.365173 -0.0220205 -0.226052 0.20984 0.413162 -0.286486 0.486213 -0.32049 -0.0363169 -0.038549 0.261817 0.0265536 0.763734 -0.101304 -0.547027 0.0636699 -0.0440535 0.382432 0.677996 1.16978 -0.181486 -0.0484496 0.355169 0.500455
internal_count=361931 54984 1786 1757 1662 53198 1061 1454 803 651 436 215 115 58 52137 52034 837 611 226 565 277 131 51197 390 259 154 100 50807 360 314
shrinkage=0.05


Tree=5296
num_leaves=31
num_cat=0
split_feature=1450 1451 1457 1462 1454 1459 1459 1466 1465 1468 1464 1466 1450 1470 1451 1466 1465 1466 1457 1462 1458 21 947 1453 399 768 1464 1452 1449 1464
split_gain=8.6495 17.0088 28.1726 35.3779 31.6938 28.2514 24.1091 24.361 23.9826 26.195 41.3218 44.2305 55.4831 26.7753 26.0458 41.5761 37.7714 34.0226 24.7598 24.5765 23.7952 23.1427 22.6672 24.5683 22.0427 21.204 21.1109 24.5822 20.984 25.0015
threshold=-0.33386868244407664 0.3239183524675191 -0.17133938114537597 -0.13491350438746902 2.1720878008874998 -0.34879759806662525 0.35667717392129655 1.1481623852422969 -0.10699521629734682 0.07694662735021153 0.42242115769873234 -0.31019712912696545 -0.56086795541624013 -0.62133905472146778 0.75140231727557782 0.28675450570750938 0.0022353841619276822 0.55448474501259393 -0.47296109797108199 -0.17304642961820091 -0.41932532347212731 1.0000000180025095e-35 0.66063686667618471 1.6921780466073355 1.2961422998928038 -0.60698250830885536 1.0610189664650174 -0.46972374107506953 -0.50336258303018744 3.1922815360835552
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 8 28 7 -7 9 26 11 12 18 -14 15 -10 -16 19 -11 -18 22 -13 -19 -24 -8 -5 27 -3 -4 -30
right_child=-2 2 3 25 -6 6 24 -9 14 10 -12 21 13 -15 16 -17 17 20 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0014160213624016045 0.00040814345484897784 -0.0012130102670335785 -0.01738643852206553 0.0070617954945602079 -0.02206082078782803 0.016800475893179134 0.010154436996868412 0.043992181786392963 -0.013687630358993581 -0.0025394050626837447 -0.020235372657753742 0.0035440714356809165 -0.039533611649394472 0.071348218590134738 0.035107230845211043 0.010493805636751258 -0.0013337443044563648 -0.010774051457017691 -0.048402132755038831 0.021648001388933479 -0.02916525878310677 0.042066566465662869 0.08503055536071305 -0.033901570447687289 -0.025393060620891691 -0.0071545151201251531 0.028369819621821547 -0.01813522305336655 0.0080743776221014075 -0.041605040520515182
leaf_count=130856 197796 2062 720 2135 1059 2245 2803 427 2671 418 702 325 48 121 577 1661 1135 316 357 1405 633 592 62 33 234 3946 150 3668 2626 148
internal_value=0 -0.0154667 0.0318544 0.102527 -0.0348835 0.190107 0.285131 0.438481 -0.00949384 -0.103817 0.0911704 0.271852 -0.121465 0.993745 0.0784418 -0.0586006 0.205453 0.107533 -0.442651 0.243314 -0.278717 0.604527 0.184274 1.03113 0.146604 -0.036715 -0.200116 -0.22957 0.0231647 0.110746
internal_count=361931 164135 33279 15284 17995 9203 5709 2672 16936 8443 2563 1861 944 169 8493 4332 4161 3584 775 2540 1044 917 411 95 3037 6081 5880 5730 3494 2774
shrinkage=0.05


Tree=5297
num_leaves=31
num_cat=0
split_feature=1461 1459 1449 541 1390 777 1450 641 392 1175 1173 621 363 1470 828 351 256 21 1450 629 1151 480 11 752 284 639 425 562 398 1393
split_gain=8.59302 10.6934 14.5326 20.9356 13.9684 12.1624 11.7493 11.7902 13.1093 12.0135 13.8629 11.4889 13.159 12.4441 11.5408 11.2396 11.1733 12.8941 10.8963 13.9058 12.5358 10.9591 10.7545 12.3127 12.2821 11.4568 11.8912 11.3638 10.7458 10.6689
threshold=3.9993613276323443 -0.27674264624793327 -0.022853162771429011 -0.55676187874653171 -0.77012705018659855 -0.96640507995829539 2.9804294545158663 0.81742490509878973 1.456823163211475 0.50210408242569315 -0.53470554066003373 -0.15219286519510553 0.23685436234293838 -0.73960580249627117 0.6921464594850828 -0.53155169197454277 1.0000000180025095e-35 2.1349806934485605 1.7997640778274977 0.76890247287562408 2.4190504380954585 0.95874203688355186 0.12995475237229845 0.78880898582227543 -0.12028422969423343 -0.51493295497454017 0.29128743814998531 -0.59439588930289788 1.0000000180025095e-35 1.4521419143302936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 29 -6 7 8 16 -9 -11 12 13 -5 -13 -15 17 22 20 21 -4 -20 23 -7 27 -24 -27 -25 -16 -3
right_child=1 4 18 11 5 6 -8 9 -10 10 -12 14 -14 15 28 -17 -18 -19 19 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00018410819240901303 0.02167223679966572 0.018632248840038855 0.021877406336145648 -0.054991260764967687 0.044243753851660225 0.023302850943049083 0.024434342514706518 -0.0065171644093718131 0.022060868385983059 -0.03836948364416199 0.06554402152272519 -0.046358368887350371 0.0611219046748308 -0.037876397658081373 -0.028080551595749084 0.030955197413973758 -0.03385516077327598 -0.050315019315844769 0.01941809206100345 -0.062291115927917751 -0.062206706120069247 -0.046576863943259175 -0.055076303614292277 -0.044543093860706283 -0.052857299583389396 -0.035600416393913731 0.018937850747643141 0.050000565284554155 0.050389717432155548 -0.073624068488272937
leaf_count=357498 273 440 1164 82 51 213 121 176 100 23 57 225 38 50 73 78 418 91 163 51 21 38 99 27 71 104 95 35 32 24
internal_value=0 0.0942067 0.198919 -0.0444008 -0.0180172 -0.114284 -0.150073 -0.20609 -0.297893 0.219337 0.860526 -0.315962 0.0571315 -0.189454 -0.615299 0.172197 -0.369324 -0.208991 0.325796 -0.1011 0.408291 0.141333 -0.100359 0.153274 -0.382645 -0.423989 -0.13025 0.29001 0.0330252 0.312334
internal_count=361931 4433 2288 851 2145 1681 1630 1509 1253 256 80 578 248 210 330 128 1153 735 1437 252 1185 201 644 346 133 298 199 62 105 464
shrinkage=0.05


Tree=5298
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 803 666 609 678 678 1218 873 1465 665 1080 1329 1241 1456 908 1449 1468 53 77 80 269 705 823 85 1254 507
split_gain=13.2647 12.6487 16.0444 16.0385 15.4896 20.0847 33.8681 35.3914 20.6153 20.2207 19.393 21.7375 24.7514 24.1695 25.8142 21.7042 19.9072 19.7561 18.6148 18.7742 21.7227 19.9491 19.2284 19.9882 20.5725 18.2423 19.0897 18.8068 18.6171 18.0996
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 0.34708990927187483 1.0000000180025095e-35 3.9048232315577729 0.45120890067825536 0.56487967955244278 0.85652824257920523 2.2092738772757108 0.43584835922152426 -0.31721277594761715 0.48268798061829216 -1.4446427012740177 0.6853839265082079 2.213655904251008 1.0000000180025095e-35 -1.3281967945260671 0.3043326485277455 1.157225556610191 1.7937734320387331 2.7559558503392179 -0.43389036877032272 -1.1920586437254748 0.65809631222906606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 29 8 9 -8 10 -7 11 15 13 17 16 -6 -15 -13 -10 25 21 22 -21 -24 -25 26 27 -20 -27 -2
right_child=1 2 -4 -5 5 6 7 -9 18 -11 -12 12 -14 14 -16 -17 -18 -19 19 20 -22 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=3.701740264598936e-05 -3.8224071794610721e-06 -6.8459717653939479e-05 0.00015022362932711841 6.3961597945843887e-05 -1.2803181663659358e-05 -0.00019136658556434359 0.00027586319755430082 -0.00050110317054089697 -0.00021655167835897974 5.4934840019314178e-05 0.00030565332488993437 -0.00011727247514592327 2.5967441298197451e-05 0.00015155129422536991 0.00040926389690759863 -0.00010302311449455683 -0.00015428113394602149 -0.0002730339835484817 -7.1114312482963845e-05 -0.00045002289359883908 -0.00030702553242708711 -1.9844960286406506e-05 0.00027573530469268893 -1.9869278582223159e-05 0.00076256211335399096 -0.00050687180342707302 -0.00040616098156254427 1.3640973219467477e-05 0.00047204326627786397 9.5519226951556809e-05
leaf_count=29559 48652 7439 4398 9681 88823 2881 3683 279 3004 4547 651 26849 7352 1712 642 25718 3208 6213 19431 326 676 4052 4371 2282 161 205 1133 42811 661 10531
internal_value=0 -0.0126836 0.0379499 0.00731338 -0.0170384 -0.0258768 0.0653007 0.224362 -0.0311581 -0.0279366 -0.0489987 -0.0511921 -0.0946967 -0.120865 0.0200356 -0.0306804 -0.0434383 -0.147588 -0.00184961 0.00384711 0.0840724 0.10658 0.174992 0.195297 0.0346152 -0.0122474 -0.0165834 -0.0125704 0.335149 0.0161401
internal_count=361931 332372 21518 17120 310854 251671 11390 3962 240281 7428 161168 160517 45976 38624 5562 114541 4920 33062 79113 76109 11868 11192 7140 6814 2443 64241 63375 62242 866 59183
shrinkage=0.000980392


Tree=5299
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 988 1002 921 1465 410 353 359 114 1112 429 484 900 1470 1461 982 572 665 1461 1455 1455 1020 1244 287 634 710 269
split_gain=14.6015 13.2824 18.2659 17.2804 16.2232 19.1517 15.9983 17.7135 16.7754 16.7337 23.6439 15.9268 20.4362 15.9176 20.1096 18.2602 15.5922 22.3867 19.2874 21.0794 19.825 18.815 22.3234 20.6023 24.5886 23.1619 21.1135 17.9378 16.6964 16.6829
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.3820670939764912 -0.32459312438081372 -0.24051307952136838 0.14486519861544186 1.644349105518915 0.55938823495656564 0.32346298429964238 1.0000000180025095e-35 1.5620189235502193 -0.64405295088620862 1.6134396840371368 -0.36980086556920722 0.34450605210609392 2.168355840084041 -1.1500229142305594 -0.91678480037744148 1.0000000180025095e-35 1.3050064473793943 -0.15930086585587508 -0.19499014169235143 1.0000000180025095e-35 -0.59379989546969569 0.95485082837895607 0.068762061192976218 2.0990458417769733 0.24204918951595961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -6 13 11 -11 -13 14 15 -8 -7 18 -18 20 -20 23 -23 24 25 -21 -27 -28 -26 -22
right_child=1 2 -4 4 5 16 9 -9 -10 10 -12 12 -14 -15 -16 -17 17 -19 19 21 29 22 -24 -25 28 26 27 -29 -30 -31
leaf_value=3.9408882118661102e-05 -2.2916155166290531e-05 -6.3292527497286523e-05 0.00042747079865961592 -0.00041319776254938764 7.7249253922390457e-05 2.3229010518261003e-05 0.00028276438251102559 -0.00016437297201772334 -0.00041484358271932399 0.00054231897790183174 9.4513919215678355e-05 0.00023575019759512319 -0.0011981618028578469 9.1252802727232233e-05 -0.00092576612131257865 -0.00018176634595086006 -0.00054276820028338146 -0.00068629845913363899 0.00043636121801369024 9.362123826248944e-05 0.0003604962706118602 0.00057295561015725078 -0.00044170557754204378 2.103654721795022e-05 -6.5637579168060077e-05 -0.00045274163059910694 -0.00039141374322017346 0.0003993961767536878 0.0007474862043714951 -0.00032365274187154359
leaf_count=29559 234941 17071 426 572 6363 31716 639 2822 582 1145 3107 566 47 13178 206 1681 396 257 787 732 275 378 133 5996 4616 2633 290 272 109 436
internal_value=0 -0.0127019 0.00899476 0.00673305 0.0196173 0.0219257 0.0668958 -0.01165 0.0512871 0.101254 0.208375 0.404378 0.131092 0.0633766 -0.112516 -0.0575894 -0.00494275 -0.059819 -0.0495412 -0.0381146 0.209594 -0.0641041 0.3346 -0.0800286 -0.151269 -0.289634 -0.372381 0.0223044 -0.045129 -0.0611671
internal_count=361931 332372 97431 97005 79934 79362 30336 9767 6945 20569 4865 1758 613 15704 2526 2320 49026 17310 17053 16657 1498 15159 511 14648 8652 3927 3195 562 4725 711
shrinkage=0.000980392


Tree=5300
num_leaves=31
num_cat=0
split_feature=614 890 795 854 797 710 727 588 416 1356 747 785 269 768 791 638 434 660 706 675 1002 651 965 513 145 498 216 426 7 921
split_gain=14.2942 16.8661 20.8557 22.6494 58.2799 22.1475 21.9602 30.4818 21.6724 21.5702 23.2369 22.2744 20.3214 20.1803 19.8778 19.5451 19.374 19.0494 18.8083 18.6386 18.5905 20.9312 20.6236 18.3076 24.0205 20.4682 19.219 19.6579 18.156 18.0159
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.0000000180025095e-35 2.250834115212506 1.2448093987742805 1.0000000180025095e-35 2.2668746584208797 -0.86283290253235112 0.24204918951595961 1.8936793896627242 1.0000000180025095e-35 1.273276721297012 3.7374297967062331 -0.72421686037558375 1.5724059030450566 1.0000000180025095e-35 0.69854289147193727 1.1107569744011787 1.4967165609810034 1.0454229551509682 -0.74296541412576722 0.76359732391387336 -0.53227489839990338 1.6609284024027213 -1.3443557423761756 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 6 4 -4 14 18 9 12 11 -11 -8 -7 -2 20 -14 -15 -13 -3 -16 29 22 -22 25 -25 26 28 -28 -19 -5
right_child=1 2 3 5 -6 8 7 -9 -10 10 -12 17 15 16 19 -17 -18 23 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.4550662027025776e-05 -3.9986221636778517e-05 -2.8291630605736311e-05 -5.5527823057842549e-05 -5.8654489684877768e-05 0.00025744447776039392 -9.973843623298848e-05 0.00010281929722286983 0.00023941708992910872 0.00032831028172103279 0.00012183289175567527 -0.00035512347663602627 6.5312039107547225e-05 7.141555091054565e-05 -0.00031173101895136466 0.00016511260579829667 0.00050500386482345088 0.0018067425292367819 0.00063083481268144637 0.00010489407282413399 -2.0282078661204656e-05 -0.0001191324271079327 -0.00034241096289875874 0.00016967672781433742 -0.00024448668893316874 0.00022210234523173606 3.1222589714038649e-05 -0.00016525660922188604 -0.00054741099630904939 -4.8905665266415375e-05 1.3687331465011755e-05
leaf_count=107272 23784 39101 6883 49359 4397 3639 10493 3726 1214 15848 474 8810 4439 2492 4329 462 23 208 6598 6772 10969 1815 1265 635 1851 5329 7657 879 4285 26923
internal_value=0 -0.000125377 0.00538826 -0.014881 0.0784254 -0.0251795 0.0287724 0.056503 0.0736076 0.0428679 0.109652 0.0137794 0.0331492 -0.0641317 -0.035741 0.118011 -0.292186 -0.0178339 -0.00998817 0.0541713 -0.0472692 -0.122215 -0.0889375 -0.0571176 0.108689 -0.0852921 -0.137455 -0.206551 -0.017443 -0.032676
internal_count=361931 254659 228360 122466 11280 111186 105894 60195 9754 56469 16322 40147 8540 26299 101432 4901 2515 29654 45699 11101 90331 14049 12234 20844 2486 18358 13029 8536 4493 76282
shrinkage=0.000980392


Tree=5301
num_leaves=31
num_cat=0
split_feature=1046 1106 414 766 569 747 1320 621 773 425 626 762 179 299 214 355 492 218 1242 87 259 71 620 425 1187 1046 1104 1112 427 70
split_gain=8.70524 13.548 14.2363 18.72 17.3806 13.2053 14.0449 16.0719 14.6329 14.0255 15.5535 14.3392 14.6088 13.9993 13.8552 14.1813 13.5508 12.948 12.8914 12.6239 13.3834 12.5501 12.5179 17.7908 18.5894 13.5748 14.0909 13.3253 12.8315 12.6044
threshold=-1.56246364468913 1.0975215346339435 0.85069329243125213 2.0049190581741931 1.2247237280352177 -0.93005070605929763 -0.74180506488912434 1.0813166466670936 1.0289876380082534 -1.403423828020913 0.63484388285766313 0.53935555254785672 3.4123677799691206 -1.0000000180025095e-35 -0.40133323961700812 0.35595281267437312 -1.0662918610000351 -1.9241703789948421 -0.20270281202051951 -0.6306971567689631 1.0000000180025095e-35 0.32718621130829767 0.73453660653904396 1.1495908184329211 0.073755659217435224 -1.6975398133630268 -0.098054615348219423 0.1560088578922941 -1.3749468158401317 -0.98707294403928791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 9 14 8 18 10 -1 12 17 -12 15 16 -7 -11 -8 20 -17 -22 23 28 -25 26 -24 -28 29 -10
right_child=-2 2 3 -5 -6 6 7 -9 22 11 13 -13 -14 -15 -16 19 -18 -19 -20 -21 21 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-0.030192221093357282 2.3671187802233597e-06 -0.016944329451491005 -0.012758580962813352 0.086927072708166714 0.067113144554187029 0.022801034161083471 -0.017615818601066865 0.0083240201087185339 0.077859125495596426 0.054615180677217712 0.060938946630498404 -0.0089265101143448326 0.060237002004977461 -0.051495339812647978 0.0081429284165318288 -0.024882749895465305 -0.006956104158463425 0.0084762809424078021 -0.005359884326411794 -0.039899179338993118 -0.014827448543199917 0.086552289414872405 0.013259349765242807 0.098726853838002143 -0.014900188821175895 -0.033329008779447382 0.13675844121331815 0.035981094135809265 -0.017296488072299578 -0.0015191991232322097
leaf_count=539 340957 2021 298 34 50 282 3844 1196 43 119 64 719 95 40 2727 152 986 2639 3462 456 41 33 97 45 43 54 29 39 698 129
internal_value=0 -0.0575346 -0.244984 0.203433 -0.00487523 -0.0312115 -0.0716524 -0.137658 -0.182544 0.104413 -0.339984 0.161484 0.247538 0.596604 0.0430795 -0.127704 0.0171314 0.208514 -0.23503 -0.478388 0.00561921 0.824951 0.089214 -0.0524143 0.986343 0.62145 0.923413 1.68056 -0.182993 0.492898
internal_count=361931 20974 2403 382 348 18571 14356 9679 8483 4215 643 3572 2853 104 4677 1950 1268 2758 7306 682 226 74 1177 958 88 219 165 68 870 172
shrinkage=0.05


Tree=5302
num_leaves=31
num_cat=0
split_feature=785 728 852 1238 923 850 140 1077 735 140 150 710 968 710 1255 647 590 637 898 906 796 1224 772 381 1466 983 672 1467 902 707
split_gain=19.2823 13.7137 16.8389 22.8151 21.7655 28.102 23.1363 20.9201 17.8883 17.4015 20.0213 16.8187 16.5166 17.3508 16.3615 16.2275 34.8647 15.8468 16.6647 15.9125 15.5372 16.0712 15.763 16.4866 16.1643 17.2914 17.2861 15.468 15.3796 15.3673
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.17334222901426247 -0.86449023226567734 0.6190413382504959 1.8790564127931246 4.2406324835638474 1.356718709411544 0.056961987048755554 0.80001238754797444 1.1870562211658833 2.0084989127880917 1.6693584243736712 0.3710772719079331 -0.87782724458594241 0.58895901036483078 1.4943574423382835 -0.25462090988376379 0.20329953201512105 0.38087715954262297 1.9980862990756834 -0.28708682036526079 -0.32502189658861175 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 3.2089320700182484 2.0947916829856985 0.70951313476084088
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 27 4 5 11 7 12 -8 10 14 17 29 -14 -7 16 20 18 -4 -20 21 -3 23 -22 -24 26 -26 28 -2 -6
right_child=1 15 3 -5 6 9 8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.6129764132152449e-05 -2.7285456682135203e-05 -0.00016450613759782707 -0.00035519279075770345 -4.2247679464825452e-05 5.3326534590987611e-05 -0.00024065423427966902 -0.00026761057331213718 -0.0010913065556200339 0.00014401567001847941 0.00060052710352096036 0.00062030893890114636 0.00037738825371181944 0.00028214051803660174 -0.0002173649947337517 0.00044547147029385406 -4.9244311258036677e-05 0.00035401789072716123 0.00061458698765963818 0.00035795711760512068 -0.00054211976074226322 0.00095561964552047681 0.00079299293986981908 -0.00031468637857539488 9.8482918064675846e-05 0.00080962775851116191 -0.00059536292952708258 -0.00079646911777074884 0.00014709859912273357 7.4274761698159313e-05 -5.9791435157952787e-05
leaf_count=29559 147599 3226 844 22962 35603 453 2037 85 610 776 305 405 2145 380 214 93730 1384 121 380 128 235 157 540 276 229 100 58 2490 8135 6765
internal_value=0 -0.0137161 -0.00483399 0.0227194 0.0463867 0.204467 0.0336064 0.0451382 -0.167678 0.388452 0.198546 0.0149249 0.0470541 0.215434 -0.00979678 -0.0406305 0.0781396 -0.0995917 -0.171556 0.145232 -0.0376254 -0.134883 0.173876 0.51437 -0.0206993 0.334841 0.599596 -0.0190031 -0.0222155 0.0366319
internal_count=361931 332372 232437 74213 51251 3626 47625 44978 2647 1748 972 1878 44893 2525 667 99935 6205 1473 1352 508 4821 3383 1438 511 927 387 287 158224 155734 42368
shrinkage=0.000980392


Tree=5303
num_leaves=31
num_cat=0
split_feature=785 728 578 359 697 1315 1368 742 286 1361 11 909 1035 545 1092 1454 79 633 290 1256 555 501 74 770 551 563 426 27 142 7
split_gain=8.83558 10.1301 10.1354 10.1139 13.3909 11.1265 10.0923 9.99429 12.3101 12.568 13.0477 17.0308 14.5121 12.9081 11.785 11.4502 11.282 11.3146 11.2224 11.0412 11.4841 15.3126 14.1321 14.2695 13.3398 11.0281 11.7513 11.015 13.4487 12.9641
threshold=-0.86283290253235112 -0.90320472132347296 -0.87905496296652397 1.6695192305583337 0.73796091508469697 0.088245544742090745 1.0000000180025095e-35 1.0000000180025095e-35 3.0269828279940181 1.0000000180025095e-35 -0.27254219405686542 1.6067038116944037 1.4110453258141715 -1.0372938969678034 2.9499917481720264 -0.40696913463973794 -0.87109910893564091 0.439698283983113 1.0824006275106686 -0.084946031863707666 0.036912946005435619 0.91801770214997436 1.5477420372921096 -0.65244796862712195 -0.38003022989205015 -1.4839988428797903 -0.55562053062286942 0.40946546579099191 0.59795808410826068 0.48408607080569438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 8 9 10 11 13 16 15 -12 -4 17 -13 27 20 22 -22 24 -24 -9 -15 -27 28 -11 -29
right_child=-2 2 7 4 -6 6 -8 19 -10 18 14 12 -14 25 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0047413783563755741 -0.00031069950977885097 0.009587139419315667 -0.064264368108165465 0.01892712970810562 -0.10653509983609073 -0.11440101140322621 0.0043798181342929333 -0.014616587415549312 -0.086639640027648193 0.012442285072748152 0.0037806812906519996 0.059611510454463994 0.024907027508586494 -0.053729343998862422 -0.038418485877754628 -0.010752513001369198 -0.039442304933222809 -0.026992897884416361 -0.0043842960234833066 0.002759626032492391 -0.013753367287355926 -0.062974856162961348 0.0054211327821058076 -0.074681163985122437 0.0095840152830280675 0.016386112120573271 -0.0027636874297414966 -0.0019189979838470901 -0.0011825058769900261 0.025238274170930622
leaf_count=3254 332372 3277 107 88 22 20 20 447 25 4719 5489 32 61 61 84 193 390 57 1290 1940 780 109 51 72 801 495 2076 2258 1100 241
internal_value=0 0.035079 0.0487598 0.166339 -0.453911 -0.1377 -1.15203 0.0320442 0.0546277 0.0565045 -0.0037304 -0.113786 -0.485604 -0.0455473 0.0628375 -0.550734 -0.627331 0.140432 0.113424 -0.0659727 -0.173752 -0.374335 -0.045798 -0.80202 0.0226084 -0.000495443 0.0192225 0.143032 0.195986 0.0164161
internal_count=361931 29559 26305 3427 150 128 40 22878 18678 18653 9045 3472 540 2932 5573 300 479 89 9608 4200 2260 889 1371 123 1248 2632 2571 8318 5819 2499
shrinkage=0.05


Tree=5304
num_leaves=31
num_cat=0
split_feature=614 1077 959 1370 768 1456 947 795 705 854 797 470 794 851 1329 493 710 1040 981 1111 119 832 773 835 659 217 512 772 365 346
split_gain=12.4633 16.3324 16.0788 19.9042 17.2457 19.2559 16.9484 16.611 21.4934 20.1726 58.3384 19.917 19.0154 21.2021 18.4032 18.3227 20.5004 20.7574 20.2508 18.2238 18.1084 22.2985 23.3658 19.0014 18.0445 17.3858 16.8772 16.73 16.446 16.4098
threshold=-1.0625654336828987 1.4357019976763823 -1.2907225086880219 0.70223084764880606 1.9376207329178159 0.11689593787942389 1.641280574724302 -0.29258408639884992 0.28191752204954684 -0.87473648844905705 0.63961785378869596 0.66595742291584703 2.2041218380651819 0.68308976018130074 1.5913166995842298 -0.79147627600772263 1.3536697095467554 1.7220002970123383 1.469577105443127 -1.2744623332253771 1.0000000180025095e-35 -0.10282351827283918 1.0697711959540106 1.7538554666622967 -0.65794869715300641 0.71639230619816996 -0.48835513880384507 0.43729382674941125 1.0048316653452785 -1.2046543511428218
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -5 8 -4 10 -9 20 14 27 15 25 18 19 -17 -18 -10 22 -22 -23 -12 -11 -24 -14 -8 -6
right_child=2 -3 7 6 29 -7 28 9 11 12 24 -13 13 -15 -16 16 17 -19 -20 -21 21 23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.4578826622789697e-05 2.6077198237545899e-06 3.8557868575682092e-05 -4.614866611797435e-05 -0.0002181153662762274 0.00085811404536081839 -0.00018311651983805545 7.849768565557241e-06 -9.4971659217849426e-05 -5.4257114904330848e-05 2.0282101152244912e-05 -0.00012992408369863221 9.6184755466614707e-05 -0.00094728142760420206 -0.00029972769471246937 -0.00018509882179070552 -0.00010632186121616686 -0.00056394496452458556 0.00038608104850716425 1.1981779927446005e-05 1.7058405000988182e-05 0.00010536844585995602 -8.1818956881471081e-05 -3.3550943672050708e-06 0.00030077642813141335 0.00026521770205715248 -0.00013501426352937799 -0.00075566087095913198 7.2715085955774722e-05 0.0010017349475609444 -0.00032447224017247844
leaf_count=83458 17769 7698 53613 10460 58 4919 481 7087 21935 18666 615 11249 103 936 7168 59546 296 636 7835 5839 13504 7846 297 671 3815 4536 253 8568 97 1977
internal_value=0 -0.0751886 -0.0403475 -0.0929616 -0.0541239 -0.0340315 -0.191291 -0.0343284 -0.0137913 -0.0520816 0.0349655 0.0167826 -0.0615654 0.0328419 -0.0707061 -0.0629493 -0.0807416 0.0326017 -0.0934609 -0.00745212 -0.00546233 0.0365327 0.0895018 -0.0531622 0.219287 -0.00832263 -0.351049 0.0650363 0.176964 -0.28385
internal_count=361931 91156 270775 35761 24723 22688 11038 235014 109368 125646 11517 55755 114129 9607 104522 97354 74152 6771 67381 6135 44506 22571 14054 8517 4430 23202 550 8671 578 2035
shrinkage=0.000980392


Tree=5305
num_leaves=31
num_cat=0
split_feature=1464 1454 155 1452 1466 1466 1368 1464 1459 706 1046 1398 154 66 420 1118 1179 1190 158 288 1457 1457 114 1289 1455 704 1457 1468 1462 1451
split_gain=8.67584 14.3114 15.1211 14.8422 20.622 19.9038 19.1423 17.7438 17.8921 15.528 15.4245 17.4262 15.4109 15.5926 14.9116 14.7577 14.7074 14.668 14.3365 13.2321 13.0656 21.9541 12.9914 12.7089 13.82 12.6854 12.6692 22.2265 19.1161 18.593
threshold=1.5993600128483978 1.0000000180025095e-35 1.4617808008177804 0.52142301186363793 0.08475042636293445 1.4251016753579637 1.0000000180025095e-35 1.8829436135215958 0.37882653492821733 0.78649746983823199 -0.3554927181514082 0.011042819308406665 -0.45444550615870682 0.30132496667010311 0.027585177962045442 0.35879670757269938 -1.2760801174337992 0.81569849634766978 -0.56115634738887976 0.35212773560835281 -0.40593421939817159 -0.29043123479038785 1.0000000180025095e-35 2.2864860975783183 1.5087449546153218 0.95317669519625059 0.68635126017805159 3.2937191260639342 0.51820475264331234 0.13675593870780142
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 3 5 10 7 -6 8 12 -9 -5 14 15 16 -12 -2 -14 19 -17 -11 23 -22 -21 -3 -25 -26 27 -1 -29 -30
right_child=1 20 -4 4 6 -7 -8 9 -10 17 11 -13 13 -15 -16 18 -18 -19 -20 22 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.00053597693206061886 0.010446781577974283 0.0063585572644437429 0.015983855303130408 -0.045104528660066839 -0.0020242280252114604 -0.042605048357630557 0.028799665693844873 -0.019071648952138413 -0.028133539182614228 0.0012171642604605682 0.036343654857078626 -0.038992444448740546 0.064656150436716839 0.018324495040530336 -0.023790457499202885 0.014473650811494657 -0.025640455819711274 -0.040470792552079048 0.088000580123098138 0.072465984457988353 -0.033013832600718308 0.0018119635389250808 -0.036919601800931547 0.045166096069494212 0.01604544426979022 -0.086150290407485591 0.0013236703193191819 -0.02033161297033384 -0.012158906080989042 0.015043588812876721
leaf_count=282232 238 6359 640 177 602 363 459 2030 239 261 132 120 26 282 78 52 335 118 71 86 297 9459 26 172 62 20 53859 1693 928 515
internal_value=0 0.0404188 -0.0633325 -0.102306 0.0811369 -0.190305 0.263203 -0.141902 0.0796116 -0.280246 -0.298862 -0.034032 0.204758 -0.0189769 0.314205 0.574494 -0.367506 0.150313 1.1493 0.375655 0.072839 0.01914 1.06139 0.147894 0.601487 -0.173624 -0.00635212 -0.012955 -0.217268 -0.0256007
internal_count=361931 22704 6335 5695 1568 4127 1061 3764 1243 2521 507 330 1004 643 210 361 361 491 123 373 16369 9756 112 6613 254 82 339227 285368 3136 1443
shrinkage=0.05


Tree=5306
num_leaves=31
num_cat=0
split_feature=785 885 1457 1179 1377 1002 988 921 1465 410 353 359 1450 287 423 990 314 1391 976 678 1397 114 1112 1044 429 484 900 1080 350 279
split_gain=14.0497 12.5428 18.1985 16.9807 16.214 16.3247 19.2976 16.4684 18.3154 16.8368 16.7115 23.5468 15.613 17.4564 16.1074 18.2772 17.8866 17.0248 16.5624 16.2311 15.8936 15.508 20.5195 15.5075 15.491 20.2104 18.1852 15.1585 15.047 14.9112
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.7527686273460501 -1.0606629817441902 -0.32459312438081372 -1.3820670939764912 -0.24051307952136838 0.14486519861544186 1.644349105518915 0.55938823495656564 0.32346298429964238 -0.34557539116087493 -1.467885962228334 2.1337340165990279 0.22046490535518015 0.6062769843598137 -0.59848421551573738 -0.87956648707930729 4.8175881778182967 -1.2414802684885113 1.0000000180025095e-35 1.5620189235502193 0.19046846859629149 -0.64405295088620862 1.6134396840371368 -0.36980086556920722 3.9810989087578279 2.9421589701376534 -0.41270073783062527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 27 3 -3 -5 6 -6 8 9 28 24 21 14 -14 15 18 19 -16 23 -17 -15 -12 -23 -7 25 26 -9 -2 -8 -26
right_child=1 2 -4 4 5 12 7 10 -10 -11 11 -13 13 20 17 16 -18 -19 -20 -21 -22 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=3.8871759500090126e-05 -2.3687179179094442e-05 -0.00066630909773830586 0.00042658890064805352 -6.0224493273427406e-05 -0.00041016816868976694 0.00027405124853567016 6.9517715208486218e-05 0.00028653195663013592 -0.00016716936022782944 -0.00041487626852496458 0.0005419789542564328 9.6457357389809128e-05 -0.00031167542650294134 -0.00019414219866864646 -0.00042438097514097044 3.1543785259103394e-05 -0.00015782946282793717 0.00049086532348162988 -0.0001659056036192837 0.0011420846828399294 5.354974328629527e-05 0.0002409156956703933 -0.0011966665657925579 -0.00031421262714371659 0.00020615465081018542 -0.00092485816281314684 -0.00017779725115597245 0.0002373644429538287 0.0014085486893156811 4.4102927235135087e-05
leaf_count=29559 233988 318 426 16924 571 760 6297 637 2814 582 1145 3098 929 1280 168 10394 2914 501 8092 53 23536 564 47 305 4203 206 1674 953 48 8945
internal_value=0 -0.0122938 0.00880013 0.00654087 0.00785756 0.0203325 0.0615148 0.0682222 -0.0115598 0.0524636 0.103133 0.210305 -0.00460362 0.0323844 -0.0472351 -0.0569739 -0.00387585 0.312336 -0.133834 0.039107 0.0417841 0.406061 0.13577 0.121934 0.0652206 -0.108658 -0.0534322 -0.0226704 0.0800544 0.0945446
internal_count=361931 332372 97431 97005 96687 79763 30831 30260 9741 6927 20519 4854 48932 25745 23187 22518 13361 669 9157 10447 24816 1756 611 1065 15665 2517 2311 234941 6345 13148
shrinkage=0.000980392


Tree=5307
num_leaves=31
num_cat=0
split_feature=545 1442 322 843 910 503 1181 362 513 834 972 352 569 1388 1313 971 1178 428 697 155 1218 215 846 417 740 327 970 967 77 774
split_gain=14.983 17.3257 17.4768 16.7085 15.4041 16.4391 17.6452 17.3065 16.9573 16.7801 15.8709 15.9201 15.5669 19.4321 18.5303 17.9138 17.9295 17.2435 15.1775 14.9431 14.8425 15.0689 21.6722 15.0988 15.6398 14.7106 14.6768 16.2515 14.6434 17.9209
threshold=-1.0372938969678034 -1.2625182715263061 1.0000000180025095e-35 2.539957888746601 1.1864709727902141 -0.92115969566800648 1.804296067898749 0.63709073586708376 2.0831197595613671 0.35807936239523669 -1.3233650068126794 1.3419366905206014 1.251596859177363 0.78813751225193751 -1.4937025404763973 0.9970754427091939 -0.42899803340743276 1.6247018280565928 1.8266976228282321 1.3991578153053619 -0.45767874637388051 0.78515720817408685 -0.43277419530719496 0.71593279198100024 1.0000000180025095e-35 2.8750784862951453 -0.78913845500725943 -0.59288592321388645 -0.02914479191396643 -0.068941181003993851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 25 5 -2 8 26 12 10 11 -10 14 -14 15 -7 -17 -16 -15 -6 21 -4 -23 24 -24 -3 -8 -28 -22 -30
right_child=1 3 20 -5 19 6 7 -9 9 -11 -12 -13 13 18 17 16 -18 -19 -20 -21 28 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-3.9821609767881198e-05 0.00017800259451340017 3.5598684023147307e-06 -0.00030637432736105807 0.00021006817480472261 -0.00011866325673716485 -0.00041139058481506224 0.00056101595671801383 0.00076730664087874107 0.0016955743410019264 -0.00067568709597468253 -0.00019775854478249413 -0.0010026135539912052 5.3677276850521852e-05 0.0007752394262405363 1.2632348402052019e-05 -0.00047243346016399265 0.0010280836376446399 -0.00033985515247936677 -0.0013033550104133325 -0.00069629121418790301 -0.00015043408401937315 -0.00039758947922272927 -0.000685368232116006 0.00095083768543129197 0.00035675631052501375 -0.00032682634299270802 -0.0006796547911226545 0.0001424917980115432 0.00015670418924050531 -0.00015179593176456143
leaf_count=94059 2858 223212 5212 1751 2402 1488 215 218 38 424 692 20 1275 307 12372 107 112 815 26 345 6434 486 220 161 351 951 175 434 2773 1998
internal_value=0 -0.00270291 -0.051172 0.00444481 -0.0110987 0.0113699 -0.0156996 0.262588 -0.0362954 -0.307113 -0.101847 1.03998 -0.0144512 0.219794 -0.0395052 -0.309117 0.394472 -0.0108226 0.679195 -0.180764 -0.119028 -0.23604 0.0283447 0.32705 0.0898761 0.0026177 0.105725 -0.0873048 -0.0658733 0.0360322
internal_count=361931 267872 41958 225914 24323 21576 18718 1042 17676 1174 750 58 16502 1608 14894 1707 219 13187 333 2747 17635 6430 1218 732 571 224163 824 609 11205 4771
shrinkage=0.000980392


Tree=5308
num_leaves=31
num_cat=0
split_feature=785 885 1457 1179 1377 1002 988 921 1465 410 353 359 1450 287 1467 1395 1450 1460 990 955 1047 1454 1453 420 897 1470 1293 1467 1449 21
split_gain=13.3133 11.6562 18.2266 16.9316 16.1415 16.2038 19.1797 16.3744 18.2162 16.6757 16.5765 23.5338 16.131 17.4246 16.4113 21.8087 17.5897 22.4241 20.7148 22.8812 20.164 19.8063 22.131 22.5756 18.0652 17.9347 19.8125 17.7123 17.3186 19.3767
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.7527686273460501 -1.0606629817441902 -0.32459312438081372 -1.3820670939764912 -0.24051307952136838 0.14486519861544186 1.644349105518915 0.55938823495656564 0.32346298429964238 -0.34557539116087493 -1.467885962228334 0.26182203575330365 1.9458755331811359 -0.57378190399925333 1.8377551471840754 0.22046490535518015 1.3670073888404592 2.8162032343233889 -0.77574368866889332 0.66977547125470527 -0.86857961996792843 0.46386904164621384 -0.7672013769770587 -0.70283075274201146 0.052368138980887803 0.90974908063288995 1.0003342417131433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 9 -8 -9 -12 14 -14 16 -16 18 21 19 -7 -20 22 23 -18 -25 -19 -27 28 -23 -30
right_child=1 2 -4 4 5 12 7 10 -10 -11 11 -13 13 -15 15 -17 17 25 20 -21 -22 27 -24 24 -26 26 -28 -29 29 -31
leaf_value=3.7048160808057085e-05 -2.234448468263841e-05 -0.00066677272163543678 0.0004256931861009994 -6.1304265571629474e-05 -0.0004102157476701747 -9.918019150628393e-05 7.6964848093975056e-05 6.2553783646364714e-05 -0.00016793462400608778 -0.00041424841795753629 0.00039602525414824427 9.4515518040011074e-05 -0.00031193897244256023 4.0386681430624495e-05 8.7186679715408851e-05 -0.00050502618081972204 0.0010397255962403418 -0.00055338245812741019 3.0181999578951171e-05 -0.00067157996153905308 0.00093145399253302707 -0.0003480032480418858 -0.00088820711357715301 0.00029491010873209235 -0.00045258925938519067 0.0012424774813937481 0.00014491233161073586 0.00016846918774831026 0.00082661691031303032 -0.00031955673569009183
leaf_count=29559 234941 318 426 16924 571 4077 6345 15665 2814 582 1756 3098 929 24816 5200 321 108 95 6741 478 101 4280 102 447 229 115 234 406 97 156
internal_value=0 -0.0127871 0.00754562 0.00528497 0.00659918 0.0190449 0.0600718 0.0667567 -0.0127958 0.0510593 0.101564 0.208284 -0.00579692 0.0318033 -0.0491196 0.0552441 -0.0832955 -0.1798 -0.0307103 -0.149059 0.047303 -0.217544 0.08181 0.202929 0.0431702 0.306148 0.539939 -0.275867 -0.317535 0.215174
internal_count=361931 332372 97431 97005 96687 79763 30831 30260 9741 6927 20519 4854 48932 25745 23187 5521 17666 6269 11397 4555 6842 5825 886 784 676 444 349 4939 4533 253
shrinkage=0.000980392


Tree=5309
num_leaves=31
num_cat=0
split_feature=614 1077 1322 518 898 1400 257 312 11 286 1247 634 355 964 763 385 1448 351 77 1114 694 253 818 695 484 968 499 21 87 738
split_gain=8.92181 16.4717 14.1754 14.7083 13.4713 13.4656 18.8299 16.764 18.6507 16.4107 21.9706 22.6143 21.6347 14.9137 15.292 15.5129 17.2391 15.3616 14.828 14.8202 14.4379 14.2292 14.0326 13.9937 13.8053 13.2777 13.2029 13.1109 19.4595 17.8811
threshold=-1.0625654336828987 1.4357019976763823 0.60268780627642382 2.1928618965940192 0.52093235181220721 0.293803636741442 0.64657819277429363 0.6859621612931448 0.37932786048601957 -0.44876854106747671 0.70399364165873635 2.7229656120687324 -0.31582154103751708 0.29053103139419062 -0.69946192371048244 -0.59541388671558193 -0.67905868672095371 0.74573434272889971 0.84696004705698569 0.11055580852385596 1.2068919961524249 2.9016593983595995 0.77151256708870575 -0.61902339166882581 -0.94181003533652785 0.85965484633657896 -0.56062971952550389 -0.70163543588998201 1.1241425661438782 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 5 4 -4 9 21 8 19 12 11 13 18 14 -11 17 -17 -16 -3 -8 -12 -7 -14 -15 -18 -6 -21 29 -29 -1
right_child=-2 2 3 -5 25 6 7 -9 -10 10 20 -13 22 23 15 16 24 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0020997149564419143 0.00013203929237221989 -0.026655429233197366 -0.016163891414042252 0.040473952342136167 0.016885213636331799 -0.014517942228763243 -0.015670089988640824 0.061516258138252192 -0.051597550526891606 -0.0053028323571567308 0.054679868545384619 0.12307771274970501 0.0058437998890868495 0.020666844380966182 0.03388258943673008 -0.0044803335300867301 -0.029082588468706285 0.11860500245221726 0.014143122051358786 0.12336556151369463 -0.0046235315923786749 0.099446977656236266 0.045229753489671592 -0.029334842389702593 0.033395221201073577 -0.054589597269393636 0.017962106267476328 -0.0023918617289684051 -0.011200989746036553 -0.0051413159601052952
leaf_count=24270 270775 567 1192 82 453 1356 62 77 70 441 351 20 649 108 122 480 66 39 163 22 86 37 186 216 755 60 38 44424 5908 8856
internal_value=0 -0.0271587 0.0890716 -0.113836 -0.174437 0.15193 -0.0720749 0.451012 0.0329179 0.222773 0.346173 0.242067 0.016483 0.211781 0.312643 0.447598 0.342678 1.17003 -0.307249 0.555961 0.869365 -0.248639 0.293445 -0.233725 0.56583 0.192473 1.3151 -0.0384386 -0.0652743 0.00422219
internal_count=361931 91156 7698 1787 1705 5911 1662 269 192 4249 2684 2247 1565 2227 1903 1462 1301 161 730 122 437 1393 835 324 821 513 60 83458 50332 33126
shrinkage=0.05


Tree=5310
num_leaves=31
num_cat=0
split_feature=470 464 341 1047 1470 485 195 1107 762 524 495 1121 1464 695 1313 798 1327 1458 1041 156 223 834 732 1422 44 1325 611 572 17 1173
split_gain=8.84791 16.9979 14.1367 13.4324 17.4254 15.6867 22.8632 17.182 15.7333 17.1004 15.6458 15.2334 16.0372 14.9463 18.8591 14.5504 13.6846 13.4666 20.8314 13.2391 14.6779 14.5796 13.899 14.4777 14.5364 14.9902 14.2808 16.2715 14.7015 13.5501
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.6369401821412268 -0.41587209628219896 1.8228403992911375 1.8331341166373114 1.3909106807663625 1.4862372483810808 -0.18117389228854533 1.0140015661105275 -0.84376323945217002 1.5847543623904816 0.40811685125219072 1.1811416069133458 0.60286153892236116 -0.72980068035298162 0.97643931356574443 0.24391125146464598 0.22639217815729981 1.312207053334314 1.568233825846985 0.18370503179178391 1.4274869805091097 -0.47136562738859977 0.81112936548985692 0.90904700895766188 1.0000000180025095e-35 -0.21462297054787319 -1.0020266621832936 2.7124282183202371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 5 7 -7 11 -9 10 -10 -5 -13 15 -15 -12 -17 -6 -19 20 22 -22 -1 -24 26 29 28 -28 -25 -26
right_child=-2 -3 -4 4 17 6 -8 8 9 -11 13 12 -14 14 -16 16 -18 18 -20 -21 21 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.0042486392457738468 0.00033850811339399862 0.000119017889704566 -0.0086298854916862563 0.00072345573021942466 -0.015043674767973653 0.013734990081932666 -0.0241175788393896 -0.024205306003707711 -0.058184514471889659 0.035955543614203701 -0.030402479782821186 -0.019214563751981273 0.0086548132334977931 -0.003269190349153839 0.076942814964289008 -0.0085445320988030427 0.02590660696643737 0.0533030863827402 -0.071930496393073431 -0.018392242401561291 -0.027738501838980818 0.0028995362195047033 0.038370192667381779 -0.053463672571405087 0.000324482792742624 0.10095720421480721 -0.036383506620290704 0.0089168895542738238 0.019804893451791809 0.090273306958743735
leaf_count=17455 191352 89765 13354 34160 2404 2069 282 1004 121 145 361 1753 564 100 57 856 188 92 32 2156 1197 512 248 77 200 38 506 332 519 32
internal_value=0 -0.017366 -0.0507107 -0.0386314 -0.0134285 -0.0012809 0.189763 -0.0152582 -0.201893 -0.0786885 -0.146738 0.0015597 -0.233432 -0.0937282 0.563492 -0.17617 -0.0387153 -0.245466 0.54482 -0.0996408 -0.080312 -0.356881 -0.058033 0.175997 0.0684271 0.657268 -0.0597804 -0.350817 0.250539 0.337555
internal_count=361931 170579 80814 67460 44188 41660 2351 39309 2832 1828 1683 36477 2317 1562 157 1405 1044 2528 124 23272 21116 1709 19407 1952 1704 270 1434 838 596 232
shrinkage=0.05


Tree=5311
num_leaves=31
num_cat=0
split_feature=112 1364 704 575 283 384 492 1174 1453 1357 633 415 432 85 1182 282 1460 493 1044 1383 1466 489 561 87 633 1049 1400 408 350 1187
split_gain=8.60638 13.7264 15.388 14.9578 14.2572 13.8778 16.3768 15.4377 13.6972 17.6455 15.7273 13.4644 13.1742 13.1673 12.7442 17.4811 12.6329 14.0999 14.8275 13.1061 13.9198 18.052 12.516 14.8254 13.0546 12.4951 21.8429 13.3661 12.3767 14.9393
threshold=2.2718117149406565 1.2961404104704866 1.1779226397778451 -0.34806466541374598 2.3203676192117064 0.27686769752191315 1.4487534671488764 -0.038363217637721124 -0.18513522975964355 1.0000000180025095e-35 -1.1116600690274214 -0.93279216206328985 -0.67696198343349356 -1.3544870889916019 1.0665804017803129 0.53140063890249745 0.058427274985338513 0.93731063043439999 0.39633033140480972 0.011118143028586658 0.08475042636293445 0.76653219353586421 2.5391615280944735 -0.82102684472046417 -0.10706495720531317 -0.67469404379800435 -0.17610688278302747 0.23688239996514773 0.40785794697533523 -0.0062888916607242084
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 8 -4 5 12 11 -8 25 10 -10 28 16 -14 15 -12 17 19 -19 20 -2 -22 23 -6 -25 26 27 -3 -7 -30
right_child=1 2 3 -5 22 6 7 -9 9 -11 14 -13 13 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-5.2617462699305507e-05 -0.013408255319990438 0.085697140470436389 -0.01013036077902834 0.072520304477343311 0.078947903725583857 -0.04846881605038772 0.062702850393327722 -0.012497213326538281 -0.061090405246827975 -0.016505894911470708 0.049228192510551577 0.0020066927190664227 -0.033243047191394204 -0.010068466067004187 0.10391818435453733 -0.045737770748194503 0.019906070090790828 0.042019175414149124 -0.058578771069228486 -0.032874102107529515 0.0074118594323448576 0.10729588987242239 0.11381730050568094 -0.025285824438780802 0.042476250213113589 -0.020307767710811921 -0.043476428374686273 -0.061831588525588059 0.077677462633244321 -0.048827261640816653
leaf_count=347845 564 66 65 105 50 249 153 131 41 189 176 2837 615 6356 44 50 459 158 55 453 149 35 21 214 79 593 88 27 30 34
internal_value=0 -0.0730753 0.188666 0.91607 -0.103824 -0.119947 0.0366223 0.742686 0.0706793 0.404075 0.754898 -0.0199693 -0.17964 -0.238059 0.926531 0.667129 0.0301302 -0.116467 0.530041 -0.246701 -0.0177988 0.603351 0.475555 0.30736 -0.00113473 -0.195627 0.496385 1.29572 -0.610363 0.372949
internal_count=361931 14086 1444 170 12642 12278 3434 284 1274 500 311 3150 8844 6971 270 226 1873 1414 213 1201 748 184 364 343 293 774 181 93 313 64
shrinkage=0.05


Tree=5312
num_leaves=31
num_cat=0
split_feature=728 744 490 564 498 879 707 1073 1143 1052 330 216 1178 971 1146 707 986 352 917 826 554 982 621 845 567 1181 480 43 425 428
split_gain=8.6189 12.3919 12.8578 15.6257 28.3511 15.2357 20.0035 14.5134 14.2795 13.4482 14.1773 13.2852 13.1257 12.7357 12.8139 12.7225 12.6258 13.4203 12.4768 12.4518 12.4159 12.7329 12.4108 13.5935 12.3874 12.8314 12.3859 12.3314 12.4536 13.561
threshold=1.0000000180025095e-35 1.3025484894158337 1.0091401669787214 1.8888677277813357 0.72078637251430955 -0.65854580630962423 1.5421698199903229 2.2229405017362351 -0.72883551589872997 0.27935946039015519 1.0000000180025095e-35 -0.82274946088011802 -0.63748757854097204 0.53661658285189895 2.3698728939663352 0.34910949488539333 -0.67229218953540626 1.0777506406730486 0.82753713293111686 2.8450017135146859 -0.31249649144198377 -0.51762842784068563 -0.53386172760986661 -0.32961758187065288 -1.0989937432993895 0.90201007834096836 -0.39946963332319285 2.2744972866152193 0.99632235766811117 1.9782961749307446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 27 3 5 13 9 7 -7 26 20 -11 12 -6 -5 16 24 -15 -18 -9 -10 21 22 -3 -24 -4 -26 -8 -2 29 -29
right_child=1 2 15 4 11 6 8 18 19 10 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00020073076092733352 -0.0014348753762340712 -0.037293787926333713 0.054956233224511791 0.0060858581580610742 0.06436492343607117 0.003423118414739783 -0.045505798177008561 0.038402607329640556 -0.039167991032976496 0.058309881971530288 -0.021742443439023637 0.033023215838016748 -0.017360209587136466 0.007421606087289429 0.052697944822149671 0.024828077808603251 -0.046961586177645759 0.046098942938568102 -0.067088216421789804 0.038828289177631058 0.0035052791950321337 -0.025399675777098809 0.05507725063206257 -0.025328655601179778 0.00051727752024040795 -0.066470178948820152 0.055389011211209455 -0.0096301638277477702 -0.035041884646065856 0.036781322586330122
leaf_count=252841 93858 56 51 1097 28 3887 28 211 360 24 935 636 137 116 32 636 270 20 22 26 1342 514 75 42 446 44 44 3432 581 140
internal_value=0 -0.0228485 0.0490678 0.0224467 0.185981 -0.0286501 0.0556605 0.10337 -0.434228 -0.155482 -0.383422 0.517157 -0.0497153 -0.0063168 -0.359499 0.280736 -0.480479 -0.771317 0.636465 -0.641357 -0.0517805 -0.312284 0.2097 0.591823 0.00640449 -0.113411 0.473427 -0.0335806 -0.21434 -0.14468
internal_count=361931 109090 11079 9902 2336 7566 4578 4120 458 2988 959 801 165 1535 438 1177 406 290 233 386 2029 687 173 117 541 490 72 98011 4153 3572
shrinkage=0.05


Tree=5313
num_leaves=31
num_cat=0
split_feature=1440 665 678 624 1055 639 531 1380 1319 141 694 913 762 8 208 1106 1465 212 555 1107 353 351 1327 760 1181 1053 276 900 1185 1398
split_gain=8.58972 11.6763 23.9407 16.7096 13.9105 13.718 14.021 13.2778 12.7996 19.068 14.4738 13.4034 13.3307 12.387 13.8359 13.7402 11.9108 11.8402 11.4318 12.7885 15.7029 15.1528 11.425 11.2956 11.2379 11.1412 11.0828 20.0987 20.2006 19.3485
threshold=1.0000000180025095e-35 3.0858555402564884 1.6243751288565669 0.29654815447663924 0.96173622263338621 -0.034475500127079027 1.0000000180025095e-35 1.7754083918998667 0.28695412559424088 0.63878491279180405 -1.0060893269241531 -0.40978060949843531 0.74984730047759207 -0.38262773370975606 -0.38707845592192974 0.87296213096508113 2.873316917895123 0.49365236298447202 -1.025337922052507 -0.14639111211085018 -0.28271165956538147 -0.86356793952742528 -0.58790779911971003 -0.61386512085461287 -0.30816496926496478 -0.51509607217684217 0.15675999239028329 0.37735726282943638 1.2078535158319883 2.539690859515559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 13 7 6 -4 8 9 11 -11 -5 -13 14 24 -16 26 25 22 -20 21 -21 -15 -17 -3 -14 29 28 -28 -1
right_child=-2 2 5 4 -6 -7 -8 -9 -10 10 -12 12 17 18 15 23 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00054883303739388886 -0.0017957823048808581 -0.011639101651756432 -0.052605727168404226 0.036110261990870245 0.039316744274630458 0.028844122292886843 0.035169718729596275 0.057085580349847113 0.020800959299555045 0.039829232942214417 -0.02146556181218667 -0.019337064703747422 0.039743895560864238 0.10136625061020195 -0.027389947006848017 -0.021221107944464281 0.0048641679923343232 0.073866724346470028 -0.019830028722778906 0.049044324251311021 0.024105506499133195 -0.032639752811841088 0.01429471053847948 0.059089873557786124 -0.062173648867019642 -0.037264691606401779 0.00044363523934882538 0.0028637772435364363 -0.0048276092266330214 -0.0098916008634881911
leaf_count=181064 48464 110 168 221 215 36 23 66 689 55 422 176 48 26 99 34 6391 42 230 30 337 131 58 58 112 39 68968 37987 11824 3808
internal_value=0 0.00140473 0.127453 0.175517 0.297861 -0.559241 -0.813712 0.230343 0.191027 0.0308818 -0.292413 0.315092 0.0169763 -0.0259573 -0.347509 0.0979901 -0.000256912 0.534911 0.124451 0.0424838 0.226511 -0.324356 0.923702 0.663863 -0.728004 0.0850243 -0.00247619 0.0150129 -0.00695163 -0.0142552
internal_count=361931 313467 3425 3198 1973 227 191 1758 1692 1003 477 526 305 1225 413 191 310042 129 812 728 498 161 84 92 222 87 303651 118779 80792 184872
shrinkage=0.05


Tree=5314
num_leaves=31
num_cat=0
split_feature=146 200 140 621 213 775 277 799 912 765 207 1250 189 217 560 776 1111 223 222 1459 1469 337 1312 384 283 774 1251 10 1112 359
split_gain=8.56818 14.9048 13.5184 13.9364 14.4743 14.2359 13.3264 14.2281 14.4944 16.1409 13.221 13.1763 13.8647 12.5215 14.3783 12.2902 12.1334 12.099 12.2994 14.0801 11.7796 13.1197 17.4321 14.4948 15.0037 23.9913 15.1511 13.4943 13.351 13.1009
threshold=2.0556245044164494 0.54528507942352966 0.24031740096013857 -0.86574769492705028 0.36047444695526182 -0.57465581969348645 1.8597973132134515 0.48608887991290289 0.012467837724810853 0.66565820316168811 1.2008414545755504 1.1912332212148562 -0.69348768723690357 2.6854763446249597 0.93930076294268561 0.86514598465646075 -0.46488059508712093 -1.0049319315068217 1.7974921341767272 -0.44582257228305883 -0.032016691468613009 1.0000000180025095e-35 -0.16653802144827617 -0.7284015983301716 -0.840815089848585 -1.1581837907285166 -0.29104715967223876 -0.8929306805676408 1.600716448293098 0.35167374395177065
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 -3 6 16 7 8 -5 11 13 12 -10 20 15 -15 -6 -12 19 -19 21 22 29 28 -25 -26 -27 -28 -23 -2
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 17 -13 -14 14 -16 -17 -18 18 -20 -21 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.00025320163353893501 0.011907383238087781 -0.021315945323319627 0.0083401299247766892 -0.018368741655627362 0.0071317301364935207 0.0016767072968427257 -0.052536131184127838 0.026849162890897268 -0.0049145416416434958 -0.034294474130413741 0.070390775226466307 -0.024454325756335812 0.026403377382848404 0.058832008874470446 -0.035469364149870092 -0.038799197944487593 0.066762536202321615 -0.0054687156669633499 0.066686426581592628 0.021393019231339298 -0.0025634707640056357 -0.027989666526457697 0.022076330838499563 0.023663868599753408 -0.044641717890987927 0.018982189101774065 0.03146897854144317 -0.017941048521772307 0.046768687292206762 -0.0075663899601069702
leaf_count=348642 1064 683 964 883 78 389 84 142 290 132 44 134 362 118 33 25 76 408 45 626 3194 357 1049 334 167 411 81 428 27 661
internal_value=0 0.052627 -0.0540347 -0.123517 -0.054839 0.251831 -0.141242 -0.106861 -0.160673 0.0243538 0.104578 0.137996 0.259881 0.0720415 0.650192 0.939198 0.794937 0.329223 0.280204 0.226869 0.0583338 0.12797 0.220539 -0.0222035 0.0781851 -0.0537335 0.0787514 -0.191412 -0.423387 0.0854337
internal_count=361931 13289 4217 3253 2570 543 2027 1943 1801 918 9072 786 652 7949 176 143 154 1123 1079 1034 7773 4579 2774 1805 1421 1087 920 509 384 1725
shrinkage=0.05


Tree=5315
num_leaves=31
num_cat=0
split_feature=60 1236 708 1383 630 146 1457 421 923 801 72 1185 106 21 651 213 351 216 1007 551 1384 1049 119 321 154 1382 1228 912 1378 483
split_gain=8.51712 11.5793 14.0748 13.2821 15.0742 13.0379 14.7621 13.9882 12.8085 12.2656 13.5517 11.7158 11.5365 11.1077 11.053 13.4481 11.2773 12.3919 11.0744 10.8495 12.8681 10.5696 13.0677 11.2105 10.9289 10.4926 11.2392 11.0317 12.8565 10.8011
threshold=3.4231397208058323 0.18260139711809406 0.56406619803589397 0.8063518857302272 1.2326304808553405 1.6111496416242652 2.4589661724881098 -0.26587707507857228 -0.86449023226567734 1.0000000180025095e-35 -0.054089050073206156 -0.40422188748256044 1.0000000180025095e-35 1.5676574675808517 1.1107569744011787 -0.68268290815755595 -0.51592739797205411 0.13049804697748757 -0.58509654268748301 -0.30797816752360202 1.3599011773247598 -0.29548569611442016 0.56114696576568235 -1.0000000180025095e-35 -1.1123772738044797 -0.29779732276189902 1.0000000180025095e-35 1.4056636966414209 2.3632734643313946 0.15673531381054767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 8 6 13 -7 -4 -5 -11 -8 -6 -3 19 -16 -17 18 -18 -2 25 22 24 -24 -10 26 -21 28 29 -27
right_child=1 5 3 9 12 7 11 -9 21 10 -12 -13 -14 -15 15 16 17 -19 -20 20 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-6.7502262575941355e-05 -0.026125780245763053 -0.029329492775004157 0.063631336342853395 0.076723647113359411 0.088241190534678576 0.078697411860166322 0.088718867574130333 -0.033455376183528916 0.064274313716185347 -0.03938094025544954 0.048233140238909025 -0.059911380372820122 -0.020882479118966596 0.042666036465652972 -0.036088786286383075 -0.009640430129464115 0.0015499561190764728 -0.027559784398068859 0.090014787041433342 0.034875736094283946 -0.054125988302515249 -0.028307393806595024 -0.0053401206376575703 0.11809608130104904 -0.023245931139949043 -0.013445214081656316 -0.011605086316704882 0.047874960204372784 0.043709882210629755 -0.063190138522820669
leaf_count=357139 712 1522 36 70 46 40 37 45 22 54 62 20 52 29 69 75 29 28 61 203 113 328 20 21 173 545 183 40 46 111
internal_value=0 -0.124886 -0.0389667 0.246655 0.0503819 -0.364199 -0.449916 0.658187 -0.106902 0.8022 0.275479 0.986074 1.11514 -0.524809 -0.157886 0.298405 0.591766 1.00363 1.35189 -0.240683 -0.0852268 -0.225291 0.204033 1.3487 -0.153107 -0.00438045 0.341432 -0.209904 -0.311955 -0.439239
internal_count=361931 4792 3099 884 698 1693 1608 85 600 186 116 57 98 1551 2215 262 193 118 90 1953 1241 564 236 41 195 1128 386 742 702 656
shrinkage=0.05


Tree=5316
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 429 1080 1002 988 1450 3 1312 990 496 1061 314 976 672 678 759 1467 1045 921 1465 225 353 359 140 1467 287 1383
split_gain=14.2135 13.7385 18.2416 17.5077 16.1952 16.1551 16.0122 18.3844 17.3437 17.0499 20.0788 16.7926 20.2733 18.2651 18.7274 17.1857 17.4352 16.1188 15.9965 15.5014 15.8583 15.3251 17.4455 17.0033 16.2795 23.7497 15.4084 15.1454 15.0529 15.0406
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.8135161108862325 3.9810989087578279 -0.32459312438081372 -1.3820670939764912 -0.34557539116087493 0.17707551726593593 -1.0251067626057371 0.22046490535518015 -1.677274870295697 -0.87357009987099121 0.6062769843598137 -0.87956648707930729 1.0000000180025095e-35 4.8175881778182967 1.5628198394149944 2.0465354844096653 -0.91707042223566104 -0.24051307952136838 0.14486519861544186 -1.0055685226055677 0.55938823495656564 0.32346298429964238 1.8790564127931246 0.15407857731996497 -1.9820639141917518 -1.1437690511461576
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2 7 -6 11 10 18 15 -13 -14 17 -8 27 -15 -10 -11 -21 22 -9 -23 -25 26 -26 -17 -27 -18
right_child=1 2 -4 4 6 -7 8 21 9 19 -12 12 13 14 -16 16 29 -19 -20 20 -22 23 -24 24 25 28 -28 -29 -30 -31
leaf_value=3.7414864681618263e-05 -2.5921399606235798e-05 -6.4686917538243839e-05 0.00042610692016598783 -0.0002938016315212171 -0.00040010228300533851 0.00024339080076610936 0.00013621050933352663 5.3759541777704423e-05 -0.00048929076832847948 8.0323076398032184e-05 3.725557839647757e-06 0.00097905508569277161 0.00025890287687068732 7.7846260038664118e-06 -0.00019366367816125575 -0.00027995520908674913 -0.00080193070852765198 0.0011299298163529375 0.00080639620865410931 -0.00034030728963311576 0.00061133273325007114 -0.00041533209000979224 -0.00016027231383360368 7.1867475480933009e-05 0.00045041804083549846 0.001670164042187742 -0.0005422672639619953 -4.2532298837123401e-05 8.8858534967555086e-05 7.021154499586774e-05
leaf_count=29559 233988 17071 426 1149 562 953 1070 6845 636 10062 14123 130 1068 9652 2710 4415 142 52 49 98 403 365 2771 15232 1626 26 78 1747 2980 1943
internal_value=0 -0.0140531 0.00801171 0.00575139 0.0187219 -0.0249026 0.0219137 0.0628132 -0.0028999 0.0362702 -0.01383 -0.0479894 0.00241169 -0.00512456 -0.0304407 -0.120974 -0.156433 0.0153106 -0.398223 0.101032 0.455078 0.069366 -0.00784116 0.103146 0.111043 0.21816 0.417692 -0.214498 0.104711 0.0265578
internal_count=361931 332372 97431 97005 79934 234941 78785 30485 48300 25371 14808 22929 13612 13482 12414 9317 8247 9704 685 10563 501 29923 9616 20307 19942 4710 1704 6162 3006 2085
shrinkage=0.000980392


Tree=5317
num_leaves=31
num_cat=0
split_feature=821 269 1166 795 758 706 746 148 1016 702 1463 1178 427 1458 271 1454 1449 1451 1449 836 1246 1174 361 1124 1247 139 513 85 1467 1051
split_gain=16.45 20.7018 27.2052 23.1395 22.4429 25.1344 24.6789 24.0783 22.0296 18.8979 18.6152 18.4597 18.3866 18.147 17.9019 17.8199 25.6907 19.2359 27.1923 18.7006 19.1573 17.7165 17.4122 17.1061 16.863 20.7515 16.7678 16.6361 17.7381 17.2201
threshold=-1.0305144854359449 -1.2832447556410924 -1.2508507625752519 -0.29258408639884992 -0.1354147541679151 1.6846785363603172 1.0000000180025095e-35 0.35244375467712313 0.65834228227133607 0.83871633330822193 -0.052537044703927886 1.1386829694236031 1.2546105720442216 3.0919731056735245 1.8295593016215455 -0.88587582313006108 -0.45327736780714806 -0.26912411888862969 -0.28169246573726142 0.36508638564227441 2.3693275575521935 -0.61905029423360636 -0.4515462024251079 3.9442145540530604 -0.17910522718923258 -0.61462849287362842 -1.0299706536698294 0.43255360320264596 0.93983897453997123 2.16224737846921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 27 13 4 6 -6 8 22 14 10 15 -10 -13 23 -4 16 -5 -18 -19 -17 -21 -20 -8 -3 25 26 -7 29 -29 -2
right_child=1 2 3 9 5 24 7 -9 11 -11 -12 12 -14 -15 -16 19 17 18 21 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.030699545811255e-05 -3.9990885363472886e-05 -8.5971335377093265e-05 -5.5453687606286345e-06 0.00043616682399270565 -2.4754360824631974e-05 0.00098132145268744185 0.0001557004533881698 0.00021333235593935709 0.00019935825661787307 -5.281999829013116e-05 5.1376930004088535e-05 -0.00036338733215812252 0.0009476868850929862 0.00033032819762448081 -0.00043760555242187152 3.3114331860732341e-06 -0.00018197417803689206 -0.00053138645138027291 0.0012287928932148146 -0.00010574571236936818 0.00040878807522376606 0.00028945923421263469 2.7526465957320881e-05 -0.0007701941867021947 1.0168246966779357e-05 0.00038618398772686656 -0.00026526184038243447 -0.0002027220290024573 0.00012698550291685438 0.00029673595747569423
leaf_count=94827 28880 21297 21944 989 34222 58 7237 7139 3865 33692 30617 472 52 465 762 30471 1205 157 111 13878 350 340 13764 292 2362 1949 499 7943 1123 969
internal_value=0 -0.0016931 0.00573616 0.0127757 0.0387489 -0.00373613 0.0671381 0.110271 0.0158426 -0.00912946 0.0100122 0.152959 -0.231612 -0.0822468 -0.0156911 -0.0184044 0.157463 -0.00733365 0.30566 -0.0293569 -0.094953 0.562088 0.0732458 -0.0955506 0.153013 0.28444 -0.120487 -0.057702 -0.15856 -0.0293918
internal_count=361931 267104 228189 206135 94325 39090 55235 28140 27095 111810 78118 4389 524 22054 22706 47501 2802 1813 608 44699 14228 451 21001 21589 4868 2506 557 38915 9066 29849
shrinkage=0.000980392


Tree=5318
num_leaves=31
num_cat=0
split_feature=476 1398 594 260 1441 1325 82 430 767 1053 86 939 834 3 1280 143 503 141 1188 698 1327 401 144 145 1043 599 829 149 1039 496
split_gain=8.65385 13.8915 16.9098 17.5178 16.6652 16.5236 17.1704 16.4498 16.8183 16.4033 16.019 15.5272 15.4059 15.3979 16.5217 15.39 15.3409 16.9433 15.2023 14.6491 17.0153 16.33 14.7268 14.672 15.4231 14.6013 15.9223 15.2595 14.857 17.3829
threshold=-1.316508667510939 -0.37219952853873967 1.0000000180025095e-35 4.1136770546947057 1.0000000180025095e-35 -1.4327162108694733 -0.49356454697395391 1.9712026458732415 1.3476371483759568 -0.6591388153497163 1.751038154777707 1.4307804817950061 -1.3499964669249482 2.537218468578645 0.61486437178943043 -0.45452155299831259 0.41598505698798105 -0.40358418027242626 1.0923197079144427 0.29872193083688608 -1.139715171060127 2.6445107718578433 2.9464775153694576 1.9689434348228938 -0.83247549794759057 0.52593209993270462 1.4933981282511222 0.92727894462273497 -0.61178187698561692 0.5006770206686445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 10 -6 -7 9 -9 -1 13 18 -3 25 -15 -13 17 -12 -8 21 23 22 -14 -21 -25 26 -4 -28 -27 -30
right_child=-2 12 4 -5 5 6 11 8 -10 -11 16 15 19 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 28 27 -29 29 -31
leaf_value=0.001600392282645746 0.00012941274737386489 0.0080048235159735949 0.0021478956371813627 0.09953563651590748 0.016345165905504142 0.0041722275236016617 -0.015513509325805844 0.012121680666289856 0.092449311850975574 -0.0082677712629642894 -0.027275857260682254 -0.015080236969806263 -0.0067278811342711201 0.044584296457892934 -0.042798267069021852 0.027676963455610767 -0.038613129327532865 0.012425158046602601 0.015566624283780008 0.0092447826072501009 -0.0023745765349625124 0.021558049586840017 -0.044736975340413862 -0.057110992213991012 0.082840868409598922 0.001492127399940613 0.024461696493541109 -0.019472801327830844 0.033379757593456648 -0.0046545518581494099
leaf_count=4298 286912 2609 11268 25 847 2616 3515 332 36 8416 385 245 21553 220 36 321 360 441 302 1248 12229 261 276 28 66 719 964 164 974 265
internal_value=0 -0.0291871 0.00593625 -0.0710299 0.0468913 -0.0578868 -0.0984398 -0.0755902 0.46183 -0.0920551 0.0923168 -0.196986 -0.0677896 0.113335 0.669429 0.196075 -0.21972 -0.0395959 -0.260566 -0.0816398 -0.0172299 -0.131067 -0.142224 0.264202 1.21797 0.101235 0.0703971 0.367287 0.31265 0.496919
internal_count=361931 75019 36749 13107 23642 7846 6999 13082 368 12714 15796 4383 38270 14610 256 566 1186 826 3817 35661 13571 22090 21829 1342 94 14354 12396 1128 1958 1239
shrinkage=0.05


Tree=5319
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 429 1002 988 1450 1397 990 496 314 976 672 678 1467 1383 1236 1470 921 1465 225 353 359 140 287 1080 718 930 545
split_gain=13.3894 12.1799 18.1131 16.9933 15.9891 16.4941 18.1052 17.6749 17.1943 16.7924 20.1285 17.649 17.0959 17.6602 16.402 15.0483 15.0371 15.0263 17.3722 14.9327 17.5304 17.1735 16.2895 23.8079 15.3174 15.1239 14.917 14.9228 28.5085 23.6433
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.8135161108862325 -0.32459312438081372 -1.3820670939764912 -0.34557539116087493 -1.2414802684885113 0.22046490535518015 -1.677274870295697 0.6062769843598137 -0.87956648707930729 1.0000000180025095e-35 4.8175881778182967 0.15407857731996497 -1.1437690511461576 0.18260139711809406 0.99891538979333971 -0.24051307952136838 0.14486519861544186 -1.0055685226055677 0.55938823495656564 0.32346298429964238 1.8790564127931246 -1.9820639141917518 3.9810989087578279 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 -3 -5 6 -6 9 17 12 -11 14 -7 15 -12 -14 -15 -9 -19 20 -8 -21 -23 24 -24 -25 27 -2 29 -29
right_child=1 2 -4 4 5 7 19 8 -10 10 11 -13 13 16 -16 -17 -18 18 -20 21 -22 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=3.7414103760735231e-05 -3.4205674635394907e-05 -6.346294544616615e-05 0.00042503803849229668 -0.00029199658318389949 -0.00039663986638690938 0.00013479199680648096 5.5457848815577912e-05 -0.00034242046809080144 4.8704531843909482e-05 0.00097467228128025093 2.9128586938751063e-05 -0.00015778644695659303 -0.00028080810496718589 -0.00080258313913525437 0.0011452678824443393 -4.4084151313216683e-05 7.0701757868857189e-05 0.00034627176739364461 -0.0012070813282535997 -0.00041823075042986025 -0.0001591563409599464 7.2032676559332732e-05 0.00045080497455248398 0.0016736766398136075 -0.00053980551247533449 8.890635182988721e-05 0.00023514700543944428 4.919530126687293e-06 -4.0353338653239774e-05 0.00015684742018060358
leaf_count=29559 186468 17071 426 1149 562 1070 6845 1011 24010 130 10484 2945 4415 142 53 1747 1943 303 47 365 2771 15232 1626 26 78 2980 953 13248 25567 8705
internal_value=0 -0.0125477 0.00823193 0.00597914 0.0187586 0.0219296 0.0634536 -0.00326064 0.0362943 -0.0487886 0.00162601 -0.00588801 -0.121788 -0.157164 0.0366054 -0.215601 0.027094 -0.208316 0.182954 0.0699507 -0.00628786 0.103304 0.111237 0.218405 0.41823 0.104801 -0.0227735 -0.024252 0.0124698 0.0744205
internal_count=361931 332372 97431 97005 79934 78785 30485 48300 25371 22929 13612 13482 9317 8247 10537 6162 2085 1361 350 29923 9616 20307 19942 4710 1704 3006 234941 233988 47520 21953
shrinkage=0.000980392


Tree=5320
num_leaves=31
num_cat=0
split_feature=785 692 690 572 429 1465 294 1383 1042 912 203 1251 224 331 693 868 553 633 1422 22 285 158 264 834 495 903 421 400 767 1064
split_gain=8.65464 9.55122 12.9898 12.4797 13.7504 10.9579 12.7254 13.4164 13.1674 12.1931 11.4829 10.9266 10.8755 12.2224 10.7327 10.4634 11.8355 11.8667 11.2783 13.4124 11.2723 10.7498 9.85329 11.5636 13.1183 11.9563 14.587 11.687 11.4855 16.5097
threshold=-0.86283290253235112 -0.76344318542298206 2.5658375092775985 -0.51735142412708823 0.54442587025202716 0.70835165291708446 -0.24227454004739266 0.083048833323207422 -0.45555011684008662 1.0001101075732297 -0.68871168379003245 -0.87236963656917677 2.1557116275276624 1.0220191309364621 -1.719798373619541 1.0000000180025095e-35 -0.28112881914039134 -0.84815971182817995 -0.47136562738859977 -0.7037078401696607 0.036524725471492166 0.7005003603661305 -0.92193233685461917 0.98027867841210214 2.2348755274677137 -0.88349183984125434 -1.1232274913937552 1.0000000180025095e-35 -0.17395914501113366 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 5 15 6 7 12 -9 -7 -8 -12 13 -1 -13 18 -17 20 19 -5 -18 -21 -3 -24 25 -25 -27 -26 -28 -30
right_child=-2 2 -4 4 -6 9 10 8 -10 -11 11 14 -14 -15 -16 16 17 -19 -20 21 -22 -23 23 24 27 26 28 -29 29 -31
leaf_value=-0.029779922999784592 -0.00031460274951620532 -0.0038526606735295927 -0.042867614179240454 0.050220294724434733 0.005233837680938519 0.03322079947913497 0.034494472760056009 0.025028051434620405 -0.012928496126018645 -0.033630427824773206 0.040698681745684098 0.04859585607557243 0.048764070408498381 0.017011315486268091 -0.023169437908172302 -0.046483121147945394 0.065635230388801147 -0.024488872089583211 -0.017639596586871899 -0.016990193605544223 -0.0357962925588921 0.033246829526906628 0.0045561616253233673 -0.025166168723230284 0.043612136465611351 -0.037149147925068689 0.0069751141482504017 -0.0060179800890184428 0.0021994234966451237 -0.022581367640535976
leaf_count=525 332372 2562 80 71 620 240 194 231 251 47 59 32 27 79 218 316 46 286 673 215 46 74 19085 334 140 157 1384 106 912 549
internal_value=0 0.0346014 0.0506782 -0.0697674 -0.190002 0.066841 -0.00886686 -0.149731 0.134774 0.473778 0.292374 -0.00994379 -0.380511 -0.45161 -0.254292 -0.30547 -0.558555 -0.253482 -0.163077 0.156871 0.62181 -0.0719362 0.0535784 0.0689192 -0.0494394 -0.0870993 -0.0426655 0.45172 -0.0070067 -0.14805
internal_count=361931 29559 25309 4250 2347 1903 1616 1113 482 287 503 309 631 604 250 1727 694 378 1033 360 92 289 25229 22667 3582 3336 3002 246 2845 1461
shrinkage=0.05


Tree=5321
num_leaves=31
num_cat=0
split_feature=785 519 588 575 635 1382 970 1124 713 930 848 921 783 1443 762 1028 990 852 777 657 695 924 833 1368 460 1457 10 1452 842 1459
split_gain=16.8513 12.4909 16.6579 15.8775 15.0893 15.7172 14.9852 16.6758 14.9519 20.196 20.422 19.8571 42.0964 22.1607 25.2471 19.4255 19.3555 19.0988 18.3083 18.0076 17.3483 19.951 18.5205 17.6221 18.5493 17.344 16.9285 17.1884 18.4066 16.9231
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.73395965499931781 0.79742370641959626 0.10408616014114798 0.9142881638016378 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 1.0000000180025095e-35 0.65656536832909496 1.0000000180025095e-35 -0.79402034679008671 -0.80522708219444705 2.1097569808217282 1.8999064755685127 -0.80201290801470704 0.70892277612114496 4.3297121247051882 3.1272900881009673 -0.23034647385973939 0.87536296575290062 0.68527619142772489 -0.32303709040653633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 -3 7 -7 9 15 -11 19 13 14 16 18 -13 -18 -2 -10 21 23 -23 29 25 -25 -22 28 -28 -21
right_child=1 2 -4 -5 -6 6 -8 -9 11 10 -12 12 -14 -15 -16 -17 17 -19 -20 20 26 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.2956685453979553e-05 0.00017946888287157143 -0.0003725455734489641 0.00015174600352032449 6.2469453312608209e-05 -2.1252994507609249e-05 0.00027520726496037441 -0.000472434099917732 0.0020368569829428275 -8.918827174150808e-05 -3.0824776091060309e-05 0.00037076164656207043 -3.0461197205288471e-05 0.00026437943321131564 -0.00012652257260447534 0.0002488820720925166 0.00013242710013397033 -6.4938699509141563e-07 0.00028250576582656011 -3.5903744802138304e-05 -7.4914646390335417e-05 -4.8410088780369679e-05 0.00028086932567829271 2.9892044201392981e-05 7.6879745387849747e-06 0.0017471278424676998 0.00050394886704775862 -0.00028189697690221099 0.00020433604024723792 -0.00085360079904985529 -1.8542416102459258e-05
leaf_count=29559 2471 1359 4398 9681 5794 137 121 28 36644 30444 623 18216 3076 6926 2064 10344 2604 1940 12022 57626 3128 1984 11704 35319 42 306 1723 331 463 70854
internal_value=0 -0.0130483 0.0372847 0.00605705 -0.0707134 -0.270733 0.204168 0.589708 -0.0173773 0.0165139 -0.0226863 -0.0257348 0.0255493 -0.00136311 0.0287082 0.065852 0.00470299 0.13288 0.00515509 -0.0348787 -0.0259457 -0.0218865 0.0642431 -0.0295786 0.0144362 0.012903 -0.163811 -0.33066 -0.419054 -0.0440611
internal_count=361931 332372 21518 17120 7439 1645 286 165 310854 55904 31067 254950 34826 31750 24824 24837 22760 4544 14493 220124 183480 177835 13688 164147 35667 35625 5645 2517 2186 128480
shrinkage=0.000980392


Tree=5322
num_leaves=31
num_cat=0
split_feature=785 561 1028 777 292 222 21 1469 769 645 57 1466 333 691 548 348 694 701 1244 279 706 1258 567 1393 1040 592 1452 277 471 1096
split_gain=17.4904 15.3251 15.3529 18.5277 21.5254 17.6334 18.5173 23.8872 18.8587 20.7666 18.7106 18.795 17.4038 17.0969 19.0342 17.3176 17.3594 16.4662 16.3326 15.8611 18.0495 17.8701 19.9319 17.5622 16.1358 15.6949 15.6013 18.7719 15.493 22.8931
threshold=-0.86283290253235112 0.3443152153175571 -0.96688480048775205 -0.8165053119859399 0.819839093658289 -1.6578407475006014 -0.32341995197817647 -1.2201123333327371 0.58299528178493532 1.0000000180025095e-35 1.4243427035504792 0.35750212474058973 3.6390555149055541 1.6733637155176442 -0.6940216436844312 -1.2036177847837777 -1.2090435223385836 1.0626890777877804 -0.955570051789988 0.90021767535612629 1.0628608749219508 -0.19805653584614938 1.9608858936429996 -0.090233130647217705 -0.97045364181888483 1.0000000180025095e-35 -0.16682302883424749 0.58686650154914977 -0.93081268283970298 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 -7 10 17 19 12 -12 15 25 18 -17 -10 -11 21 -21 -9 23 26 -24 -15 27 -23 29 -8
right_child=1 -3 5 -5 -6 6 28 8 9 13 11 -13 -14 14 -16 16 -18 -19 -20 20 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.9200289703862602e-05 9.4103872407488512e-05 -4.3608822704865008e-05 -0.00012906754049927857 -6.2284660048925864e-05 -0.00023613720070360023 0.00016606075862957658 -0.00022209920838143617 2.4433879905984735e-05 2.8281745773404981e-05 0.00046490065458428545 0.00012328281775211237 0.00057192545227950859 -0.0010553054423447115 0.00044574916893254759 -0.00039770180242792622 0.0010848792458262801 0.00021026686484669238 -0.00035302675104758821 -0.00039367885722096528 0.00012870511669248392 -0.00030684895668956657 3.2190713408196226e-06 -0.0017436915507100758 -4.4635737108834408e-05 0.00036536037199756032 -0.00052585004288052347 -0.00032276109458577765 -0.00039955481122328716 -2.3087122257253158e-06 2.3074112775411472e-06
leaf_count=29559 8974 100541 6355 53490 1516 5550 5022 11774 6248 169 1608 429 62 308 655 112 6817 756 552 4949 682 2569 29 8316 520 127 3544 945 94478 5275
internal_value=0 -0.0178366 -0.00784687 -0.0431335 0.052228 0.00254315 0.00660505 0.0408036 0.0231534 0.090308 -0.00718927 0.189582 0.0833256 0.161737 -0.117368 0.198054 0.228803 -0.0106282 -0.179301 -0.0221056 0.0888398 -0.0462319 -0.0978317 -0.115306 0.306461 0.22261 -0.208374 -0.0969617 -0.0106391 -0.100232
internal_count=361931 332372 231831 63980 10490 167851 161496 56721 51171 15744 35427 2099 1670 8740 1090 7650 6929 7004 721 33328 5631 27697 15923 15374 549 435 7058 3514 104775 10297
shrinkage=0.000980392


Tree=5323
num_leaves=31
num_cat=0
split_feature=50 56 1470 747 1458 1175 1118 560 910 376 494 220 1116 1187 1031 651 290 1313 1456 1452 1452 288 1248 1323 1251 973 1250 1191 567 1322
split_gain=8.77688 16.4093 13.4358 13.6308 14.1205 13.2642 18.0757 19.1369 16.877 17.8083 15.6205 15.1268 14.0291 13.7534 13.1692 13.1175 12.8155 12.6021 12.5705 20.5491 18.4131 17.489 15.4616 16.5415 16.6429 16.1414 16.6294 16.0133 15.5267 15.7061
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 2.2668746584208797 -0.53528856453620277 0.4869642392827182 0.048045498673182647 -0.2079520922438067 0.82596748510626528 -0.5514799173923951 -0.20113786882458512 -0.24682273670099922 -0.28286215341588289 0.48998732378386423 0.19229998344560031 1.1107569744011787 -0.24728576692953469 2.8741392916043496 3.5267996248326976 -0.18712507733977504 -0.23925522981379169 0.41204759472093117 -0.83724720557131349 -1.1524658924214213 -1.1105503736311164 2.0738439265874189 -0.44592674291028345 -0.7790159429448843 1.6865844733297715 0.059228733802473933
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -7 9 12 16 13 14 -12 -6 -4 -11 -17 22 20 -20 -21 23 24 -3 -24 -27 -25 29 -29
right_child=-2 18 15 -5 5 6 -8 -9 -10 10 11 -13 -14 -15 -16 17 -18 -19 19 21 -22 -23 25 27 -26 26 -28 28 -30 -31
leaf_value=-0.022248565752924516 0.00035015467746441609 0.010250236786529162 -0.003722006481187735 -0.057853462691068426 0.02782699249155314 -0.019276628750904957 -0.039274675710384413 0.038668788643815177 0.046115558394101738 -0.0022862102239283272 -0.019895814297888264 -0.048580761708384823 0.053413825316811159 0.049264890475714807 -0.042909814383601343 0.0017504466328287381 0.042366287586331833 0.060286378448851444 -0.0032039823787805041 0.0057334525414631902 -0.071542583327220868 0.030919287228126674 0.00080960187369085411 0.0070889605127486127 -0.022474169258966337 -0.026559579372189314 -0.0026963351081348737 -0.0013793835702728997 0.01152475565437288 -0.010939952117830885
leaf_count=198 197382 343 66145 42 100 152 135 129 167 229 116 146 140 44 58 6134 115 42 427 915 57 496 70311 2175 1679 827 1432 6386 746 4663
internal_value=0 -0.0171141 -0.0517828 0.137415 0.166657 0.232217 -0.108977 0.209527 0.354446 0.227528 -0.000408028 -0.384027 0.635741 0.0681266 0.162774 -0.0597908 0.331138 0.0454576 0.00159158 0.181133 -0.231878 0.311748 -0.00266837 -0.0748169 -0.320962 0.01068 -0.205471 -0.0480062 -0.0853348 -0.111362
internal_count=361931 164549 74092 1771 1729 1531 416 281 1115 948 650 306 298 160 158 72321 344 6176 90457 1895 484 1411 88562 15992 2022 72570 2259 13970 11795 11049
shrinkage=0.05


Tree=5324
num_leaves=31
num_cat=0
split_feature=1430 1160 441 705 992 935 958 81 12 1050 263 557 495 1053 1470 489 691 276 430 1045 829 923 1252 1044 286 1361 491 1115 347 499
split_gain=8.70801 21.5252 13.6939 16.3176 18.2902 32.4097 18.5076 17.3124 19.6588 19.2819 17.0229 16.2391 18.5652 16.9867 15.9082 16.2294 17.3065 16.6972 20.186 16.1366 16.0197 15.8195 19.0417 16.6857 17.1356 15.9333 16.1732 15.9129 15.3728 15.1005
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.30761478964143102 -0.88186080764334462 0.61297423696609965 1.313041538630376 -0.52190007613060752 -0.42123984469392833 2.454453590018669 1.6445160113075163 -0.35952260062872804 1.052571966493087 0.23544243172392401 0.32873715240278673 -0.059606028635095572 1.39509905012052 -0.39892504455805688 -0.43488168616944883 0.89515079014804189 1.281757595100925 -0.86449023226567734 1.2838364010054588 -0.11630607205953959 1.3923917448694907 0.55035703183932794 0.040247539274957091 1.1784209920184137 1.0713235363169133 0.20783998664447195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 21 8 9 -5 11 29 14 -14 15 20 17 18 19 -17 -13 22 23 24 -6 26 -24 -23 -25 -9
right_child=2 -3 -4 7 6 -7 -8 10 -10 -11 -12 12 13 -15 -16 16 -18 -19 -20 -21 -22 27 25 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026596672128576448 0.0011831716052473082 0.00031382373104402834 0.0017157208536711277 -0.0053596079113054822 0.012272528039649434 0.026729028761029158 0.0026177096666424576 0.0015584143036755731 0.0028945195452278194 0.052538005676996527 0.010461773902128869 0.0053487233910548314 -0.00036042810016777673 -0.021461623388029021 0.00042546693178500158 0.026352827465872711 -0.0099961921385175803 0.017919676803964415 -0.0082874326135007979 -0.040619787500891118 -0.015865780838736483 -0.0024829051760662125 0.032495111536695501 -0.003015668569774236 -0.028905535587246602 0.054997908352735596 -0.026860878398010459 -0.0088407469593042697 -0.038506457758322753 -0.006911497223260038
leaf_count=77813 3733 86293 64034 11543 1560 700 11029 7278 6948 66 2826 5532 3039 559 5764 456 425 3244 768 68 507 54958 165 1294 152 141 101 6447 190 4298
internal_value=0 -0.0167608 0.0072125 -0.00643345 -0.0285609 0.112191 -0.0377365 0.0235104 -0.0359748 -0.0987941 0.0513201 0.0362041 0.0723853 -0.0692598 0.10309 0.151033 0.242469 0.279426 0.0629924 0.400901 0.0747938 -0.0531879 0.0924392 0.033113 0.179811 0.550998 0.189015 -0.0627598 -0.150412 -0.0327574
internal_count=361931 164106 197825 133791 80470 4433 76037 53321 18557 11609 34764 31938 20362 3598 16764 11000 4961 4536 1292 524 6039 65008 3603 3196 1712 407 266 61405 1484 11576
shrinkage=0.05


Tree=5325
num_leaves=31
num_cat=0
split_feature=785 519 728 660 618 791 636 89 21 842 911 507 126 1223 872 1020 563 326 1325 1393 699 710 220 1126 98 460 498 794 1243 631
split_gain=13.2296 13.2817 16.347 20.4087 21.558 20.8726 21.7313 20.1814 19.8835 19.3594 24.139 18.3894 18.0477 20.921 20.6977 18.53 22.8294 17.9282 17.8207 17.6037 17.4032 17.2105 17.0839 16.9355 19.0198 16.9805 16.9355 16.923 17.6854 17.5617
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 -1.4147875658213491 1.0000000180025095e-35 -0.068383332646191022 0.45524842711242136 -1.6471741456694959 1.1386971735256264 0.47869654671021555 0.65809631222906606 0.70880289725806289 1.0000000180025095e-35 3.0757328524286596 2.1590889378513896 -0.22119805304004453 1.6390506412245707 -0.41019973645865238 0.86267099196819863 0.034841831610120742 -0.92922738563677476 -0.91659568494188137 0.63395090002288301 2.1753995300214073 1.4788238215056537 1.7244653442151952 2.2041218380651819 0.22991414747585318 1.3322478762313528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 17 9 7 -7 -5 -6 -11 -2 14 -14 15 27 26 -4 22 -18 -16 -19 -12 -8 25 -25 -17 28 -10 -29
right_child=1 -3 3 8 5 6 23 -9 12 10 18 -13 13 -15 20 16 19 21 -20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=3.7132741646990121e-05 -3.0686360726520749e-06 3.8568761577851151e-05 -0.00015566827291593952 0.00016297835534979504 1.3367059101174812e-05 5.8771992857530122e-05 0.00011449202576698098 -0.00023083437048140735 -5.3474252817757225e-05 -0.00028033837616794178 0.0011805401497644199 9.7115405362125398e-05 -5.6298062935857076e-05 5.1977343980523814e-05 0.00042356812944961643 0.0002043892846253873 2.1266930952213192e-05 -0.0014588037597866538 -9.0208615282212252e-05 -0.00049688643397221102 -0.00012536626968413732 0.00049395649875038229 0.00019240936192006504 0.00037007548164807969 0.001638722341425921 -0.00059486017620287305 0.0010461638426456869 -1.4701912397470278e-06 -0.00011892903190658893 0.00032579547229291943
leaf_count=29559 48652 21518 8079 3398 33729 5736 7679 1851 94167 2837 106 10531 19755 17923 733 1968 1916 26 1257 435 439 302 438 1465 55 126 100 6229 39853 1069
internal_value=0 -0.0125602 -0.017024 -0.0261036 0.00994085 0.0239467 0.0913905 -0.00398505 -0.0396848 -0.00599397 -0.143773 0.0170814 -0.0428736 0.00196277 -0.0563724 -0.0594823 0.0865854 -0.124964 0.0464319 -0.0690378 0.234016 0.369044 0.38355 0.163088 0.364685 0.321735 0.261964 -0.0650767 -0.0719513 0.0476374
internal_count=361931 332372 310854 251671 63686 55279 16912 7587 187985 38367 4638 59183 184587 37678 146909 145737 4419 8407 1801 2351 1172 328 544 9325 1646 1591 2068 141318 134020 7298
shrinkage=0.000980392


Tree=5326
num_leaves=31
num_cat=0
split_feature=728 813 1100 83 659 797 854 1106 1177 567 694 614 283 487 155 693 1381 415 526 728 588 837 1060 1329 768 856 627 1243 701 351
split_gain=15.3113 17.0982 15.445 16.2638 15.1211 17.6318 31.6547 19.3684 20.865 19.0574 17.9277 17.7266 18.7453 18.2367 17.2371 17.7828 19.0267 17.0796 16.8584 16.5456 18.2636 17.3008 16.8826 18.2597 19.2459 16.6557 17.9112 18.1969 17.6335 18.702
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.6293515030253838 -1.1590745627182073 0.62821384419828064 0.63961785378869596 -0.87473648844905705 1.7407510129396675 -0.78297311130040803 1.8852165363152122 1.1795712390774054 0.17121893931626669 1.8902195227285346 1.2575391871604671 -0.31850121589240293 0.119450167440789 2.357618222692532 -0.6010307291264293 4.2620160681744084 -1.3163276726681863 2.250834115212506 2.0533461331388021 1.0000000180025095e-35 -0.20439475396305679 -0.35132378391559488 1.0000000180025095e-35 0.55781469135339645 1.8834706846592468 -1.5381965504159172 -0.35187231094592403
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 11 9 19 -9 10 -7 13 18 14 -5 16 -16 -14 -13 25 21 -21 -22 -24 -25 28 -27 -28 -8 -30
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 -12 12 17 -15 15 -17 -18 -19 -20 20 22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-6.4645437130091444e-05 -7.5938723552650524e-05 -1.0380869910232762e-05 -5.6124427632678542e-05 5.6640877995878238e-05 -3.2501794351546169e-05 0.000282610133767497 -0.00057174592227404622 -0.00031546086360927252 0.00031150245215063102 -0.00069350002469859874 -0.00034366461650644305 4.5630495115991332e-05 -4.973657626741596e-05 -0.00010906856149530619 -6.1081112037204784e-05 3.4090435140083065e-05 -0.00048792114964731781 0.00035290832719100094 -0.00057371258954887379 -0.00014333873129604354 0.00037553584048462041 0.00021674753271569606 0.00018009746563818873 -0.0011551657259452949 -2.2943213479834786e-05 0.00027358626619706166 -0.00022857201566483672 0.0010307038078376887 0.00028433377752514437 -0.00023514818249419968
leaf_count=19053 47070 62020 32810 24608 34260 2077 459 329 1186 102 235 73846 706 8442 16021 13776 656 1746 365 16424 575 755 375 120 136 1680 691 50 571 787
internal_value=0 -0.0360891 -0.000438673 0.00535498 0.010712 0.0194155 -0.0341322 -0.0611506 0.182204 0.191847 0.230125 0.0293783 0.0509027 -0.00017644 0.0138059 -0.0237836 -0.0777962 0.242382 0.0448308 -0.0783374 -0.10904 -0.130765 0.133208 -0.103391 -0.536977 0.046253 0.15945 -0.130869 -0.125807 -0.0121954
internal_count=361931 109090 252841 220031 200978 166718 26552 24138 1515 2414 2312 140166 76663 63503 55061 30453 16677 2452 74211 22623 18385 17179 1206 631 256 4238 2421 741 1817 1358
shrinkage=0.000980392


Tree=5327
num_leaves=31
num_cat=0
split_feature=859 789 66 332 479 1467 147 1182 610 1287 1437 493 744 365 1386 1260 1181 1388 1175 420 1043 831 418 669 846 752 970 1318 1113 543
split_gain=8.6993 15.7117 14.7405 16.1033 17.4597 15.6815 15.4679 14.6652 15.8573 16.803 18.247 18.0728 16.6325 14.7034 14.5258 14.8143 14.1266 15.6344 15.7732 13.9758 14.6555 13.8504 14.815 13.7654 14.1385 16.1611 13.6916 17.2544 16.3344 14.2654
threshold=-0.54135187694831066 1.1248358748350926 -1.3866181155205168 0.65944866827063242 0.79973094156546287 -0.44899544734167229 -0.63386726457697529 -1.0979489987083157 -0.55829308825817225 1.0000000180025095e-35 2.1262197100885429 0.30133202754636518 2.16073878242138 -0.21074713162178829 -1.5343843619813426 0.89206650683043331 -1.3088044079214605 1.3520841273990449 -1.5190649771614575 2.0788068265573196 2.566952594437542 -0.17755579763639251 1.293149369157947 3.5848725730164062 0.38191153563875696 0.47813522950990667 1.1436148070811052 -0.69296444994337869 2.273642441464351 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 16 7 21 -1 -5 9 11 -11 19 -10 -13 15 -8 17 -4 -19 20 -9 22 -6 -18 -25 -26 29 28 -28 -2
right_child=26 -3 3 4 5 -7 14 8 12 10 -12 13 -14 -15 -16 -17 23 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0032607121904099702 6.4366075477258544e-05 -0.0031962407079634547 -0.0082907480933595134 0.017674853645651484 0.036628124217193622 -0.0082645660217418229 0.0091643897411434819 0.0023361673098446114 0.00062676173243738698 0.019016487834654441 -0.045054704566098752 0.0046103781063997753 0.022850972339602052 0.03185058624373964 -0.0066578765915185426 0.085692626927674043 0.0013940645177543147 -0.012051678530906842 0.033523546953215487 -0.038684893987740707 -0.084894841224244247 -0.00078073842655613319 -0.022029558293885899 -0.027328296120267714 -0.048910881686500221 0.061008268648773414 0.0025815856825719742 -0.0054130745339095827 -0.027053956792121098 -0.0032925638037980508
leaf_count=4570 188414 12559 5042 1153 288 2253 253 2030 6661 1898 55 459 419 409 9903 49 67136 192 240 109 22 730 74 562 57 59 8073 21536 402 26324
internal_value=0 0.0137057 0.023195 0.0331056 0.092808 -0.0554994 -0.0550644 0.125845 0.10374 0.19487 0.347026 0.0954629 0.038234 0.348422 -0.115263 0.454898 0.0171162 -0.116242 0.30451 -0.0108664 0.0278609 0.164512 0.520306 0.0250775 -0.365935 0.509665 -0.0111595 -0.0651787 0.0298644 -0.00502923
internal_count=361931 117182 104623 89848 16560 3345 14775 13215 12062 4982 1953 3029 7080 868 10205 302 73288 5474 432 2161 2052 1092 362 67814 678 116 244749 30011 8475 214738
shrinkage=0.05


Tree=5328
num_leaves=31
num_cat=0
split_feature=785 516 452 506 564 789 515 921 728 660 645 703 710 924 1047 1188 776 21 830 854 797 215 797 866 923 84 903 566 554 652
split_gain=17.0161 14.3253 22.8609 56.9554 27.145 22.7589 20.5059 18.5053 30.3377 30.4358 30.1919 28.8881 27.4117 25.0394 23.3003 20.6593 19.7032 21.3463 20.2695 19.4422 32.5929 19.1587 18.961 19.84 36.2691 18.3418 20.0903 19.2258 18.1538 18.0604
threshold=-0.86283290253235112 1.0000000180025095e-35 0.60725649753328859 -0.33605752069368178 1.4188032667957222 1.1248358748350926 1.4353143596930875 1.0525743831388839 -1.3163276726681863 0.26872683687560334 0.66777575187080795 -1.4278711406352407 0.88013663730638159 0.38785916688843908 -0.14845830488377959 -1.1296630106764052 2.5659293755304176 -1.0798509198017876 1.8759508015093831 -0.87473648844905705 0.63961785378869596 -0.41720443475304719 0.63961785378869596 0.5880156106821478 -0.86449023226567734 0.046940272318798985 0.50238127304634717 1.7115451368606267 1.5970119897703554 -0.98896428961744431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 7 -2 8 9 10 28 -11 16 19 -13 -16 18 -18 -9 20 -10 -22 29 25 -25 26 -24 -27 -3 -21
right_child=1 5 3 -5 -6 -7 -8 12 13 11 -12 14 -14 -15 15 -17 17 -19 -20 22 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=4.1123437404266974e-05 -5.7060585688359613e-05 -7.6760840663909596e-05 0.0002604658109508594 -3.028869073239362e-05 -0.00016626392700117191 -6.7735999956003635e-05 2.1342584450610409e-05 8.1351411131475233e-05 -3.0372010682145981e-05 -9.0763630061363039e-05 0.00017037196207912611 0.00012905272483984203 -0.00012442807222553319 2.6702381923630535e-05 -0.00031578340923281672 0.00044970702384539098 0.0012101736762788709 -0.00090192602344785937 0.00035484478765130767 6.4708290384028893e-05 0.0006575817382287421 0.00016867223238298905 3.4499481660643057e-06 0.00050251491220136416 -9.8439319734866293e-05 -0.00032389040442915587 -0.00032651890875564824 0.00017092771947624345 0.0002295318826124989 -5.2378186863845502e-05
leaf_count=29559 80446 10536 4108 17725 10410 23724 27590 18581 4213 1812 3856 3568 3310 40453 203 2288 29 232 1368 7561 525 1009 4115 529 2724 5090 1626 377 958 53406
internal_value=0 -0.0151759 -0.0352153 0.0367193 -0.0496594 -0.00272509 -0.0373066 0.00695897 -0.00334211 0.0704193 0.0122105 0.184109 0.065091 -0.0190099 0.25115 0.406664 0.0957816 -0.618665 0.102658 -0.0440162 0.0807456 0.33506 -0.0551052 -0.134566 0.0236731 -0.186032 -0.085401 -0.285184 -0.0492237 -0.036616
internal_count=361931 332372 140279 21833 118446 192093 108036 168369 144849 23221 15350 7871 23520 121628 6059 2491 20210 261 19949 81175 5747 1534 75428 14461 3253 11208 5741 5467 11494 60967
shrinkage=0.000980392


Tree=5329
num_leaves=31
num_cat=0
split_feature=21 1462 898 1030 204 977 1106 875 353 1255 225 570 626 1325 627 697 914 2 764 338 269 1188 971 217 490 833 559 1448 341 158
split_gain=8.72977 9.93723 9.32109 16.6092 15.2487 17.6989 15.8733 14.4584 19.0772 16.0849 15.2417 15.5576 17.8233 16.3604 16.5321 15.3895 16.9282 19.3642 17.2301 15.3779 15.7263 15.1937 21.626 15.8028 15.669 15.1387 17.9905 14.7631 18.7659 14.746
threshold=-3.2545899522946695 0.64216061943476632 0.023481522340548951 2.7042904249467168 -1.3966489319425637 -0.95659956617949082 2.0680748894739414 0.53568775283694692 -0.48999778744770689 -1.405926052860629 -1.0246053495410086 -0.53805223014990922 -1.5099478927495695 2.1120075670880394 2.2495061008468773 1.7120937588552285 1.8172718833875834 1.3418046260188574 0.67196570236044262 1.0000000180025095e-35 1.157225556610191 0.48934576504897742 0.5689294852980249 -0.40943934219619055 -1.1051851331949238 0.01200840540237315 0.064400560137788915 -1.1530348467039975 1.0000000180025095e-35 3.2906565153598604
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5 8 9 -4 -10 12 -12 15 19 16 -13 21 -19 -15 -21 22 23 29 -23 -25 -27 -17 -29 -18
right_child=2 -3 7 4 -6 -7 -8 -9 10 -11 11 13 -14 14 -16 27 17 18 -20 20 -22 24 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.02467610812843727 0.00044488633208668435 0.018083614446009328 -0.015487393669461495 0.014258067188544353 -0.0078559208874868693 -0.0086436028830696003 0.089114288794167357 0.0012809376406915547 -0.012681358848058467 -0.0037779605862898803 -0.017503382745522263 -0.0023710381703963006 0.0031053807993055471 -0.0092710979628159752 0.068272419305895157 -0.041801241756609445 -0.0042570453685091955 0.044090070669728518 -0.056365155233288403 0.017819812110815347 -0.033538802851865723 0.065469019470652964 -0.02286278484539318 0.030952012701717858 -0.015273799673589515 0.024320465784517759 -0.028047405419534543 -0.00041607270245728567 -0.028248649735925335 0.16896698743157901
leaf_count=89 222004 627 3220 977 8123 987 41 30839 1723 27835 826 38684 18429 575 46 328 646 268 38 1002 88 30 309 851 739 219 220 1321 817 30
internal_value=0 0.258313 -0.00323374 0.00532994 -0.105737 0.121763 0.371699 -0.0206383 -0.0357941 -0.0931406 -0.0143787 -0.00874605 0.0486089 -0.0332934 0.181301 -0.0431456 -0.0333725 0.136977 0.706832 0.140199 0.28406 0.0739218 0.178839 0.273538 -0.224535 0.432851 0.0420669 -0.255983 -0.177624 -0.0438899
internal_count=361931 716 361215 232132 10128 2005 1018 129083 98244 31055 67189 65466 19255 46211 1711 44500 42034 3350 306 1665 1090 3044 2275 1966 769 1290 439 2466 2138 676
shrinkage=0.05


Tree=5330
num_leaves=31
num_cat=0
split_feature=1454 1458 1451 1451 1465 1467 1460 1465 1469 1465 1466 1464 1450 16 1039 1463 707 139 1469 1452 903 595 557 3 1469 358 771 1470 1451 559
split_gain=8.53051 9.24341 15.487 23.1236 37.5919 24.1262 20.0034 21.3232 19.8158 19.7672 19.2518 18.6936 25.3412 17.4316 17.3736 17.2378 16.3252 14.714 14.5352 14.479 17.2563 15.9784 15.2116 15.1483 17.6377 18.0983 17.1684 14.4698 16.1577 15.3792
threshold=-1.0640499357927207 1.8460070869938618 -0.25910899813774896 0.3758385437834118 -0.32159838348241315 -0.18311682575193569 1.9901129404352613 1.2681187158573388 -0.091028064408884071 0.84595576380118198 0.34470978700861038 0.51136205849063443 -0.28900078866492313 0.65066270893720479 -0.90106695834128658 0.6663052748700633 1.1444830449553465 -0.94855913099538103 1.2583653301586482 -0.049547816776096786 -0.70876858205599802 1.0000000180025095e-35 -0.16079667088201643 0.39090043422247195 -0.64966906157678339 0.58799703392679104 -0.88658593949080144 0.13162590611144762 1.0127412325901599 -0.30705357336132305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 17 7 9 10 11 -5 18 15 16 -10 -13 -14 -6 19 21 -21 -3 -23 -22 25 -25 -26 28 29 -12
right_child=1 2 3 8 5 -7 -8 -9 14 -11 27 12 13 -15 -16 -17 -18 -19 -20 20 23 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.017429663370486424 -0.00025258222939822747 -0.019418927929123878 0.026245220151038914 -0.0027352846795975563 -0.050165331208607181 -0.021842859503208481 0.013903927016188764 -0.017316089864565839 0.017740451705373982 0.017449111067068694 0.038382834891407758 0.012308988736228167 0.037771434648814085 -0.020656900440933552 -0.03967900700079522 -0.035563219857966025 -0.026296169873643666 0.022700236806796999 0.064324388090785264 -0.023637941828923703 -0.0018022411607769148 -0.023036954856551061 0.033180696348941274 0.025370313941129864 -0.036067515757064093 -0.05349859995979403 0.08297034876795284 -0.061725923240390682 0.005967429743563981 0.0064519498242230954
leaf_count=604 344837 1543 1240 3336 44 535 837 1308 76 625 338 165 440 101 320 216 74 414 31 359 824 136 156 153 20 49 74 47 2710 319
internal_value=0 -0.00217513 0.0491712 0.107485 0.304206 -0.06956 -0.0308228 -0.0770842 0.0462703 -0.0120324 0.0717446 -0.067873 0.196991 0.469188 -0.484879 -0.262019 0.624357 0.318682 -0.150984 -0.166628 0.00087875 -0.301811 0.219819 0.128462 0.537779 0.162147 1.26582 0.180689 0.194309 0.484202
internal_count=361931 361327 16490 9379 2233 993 7111 6274 7146 4966 6750 4341 996 615 396 381 514 458 3345 3314 1479 1835 292 1120 296 202 94 3414 3367 657
shrinkage=0.05


Tree=5331
num_leaves=31
num_cat=0
split_feature=785 21 126 312 1114 520 334 453 1459 1429 78 208 222 370 983 1430 838 427 774 566 352 1216 967 680 154 841 72 635 133 1460
split_gain=8.57076 9.79836 14.613 16.5052 20.2244 19.5706 17.2659 16.4926 16.4018 17.2363 20.2898 16.1724 16.1048 16.0373 15.7638 19.1929 15.4967 18.5778 17.1948 17.0011 16.0341 15.9993 15.4934 15.2148 18.4568 17.7015 15.1323 15.3544 15.6588 15.0147
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 2.2039299641339203 -1.2245823901050363 1.5103007336851382 2.3589082062198705 -0.71984360562929195 0.097572730827532081 2.3786855490508545 0.29278522403631718 -0.64376776120334489 -2.2216816779835127 -0.9219902984858247 -1.0239025903212746 0.54622893720785959 -0.47915049406801552 -1.4820934666197998 2.5357694074676922 2.1710320005650359 2.4962265083160626 4.2767649453383116 -0.91745206087651254 1.0000000180025095e-35 1.6423776882896102 -1.8207384637639275 -0.23082430235606741 -0.60508321604742432 -0.28265760618563662 0.74209976395475563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 16 6 -5 11 12 -7 14 10 -10 -6 -4 -13 15 -8 17 -3 29 21 23 -18 -9 25 -25 -21 27 28 -15 -19
right_child=1 2 3 4 5 7 8 22 9 -11 -12 13 -14 26 -16 -17 19 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0017290525737428753 0.0008291851993094965 -0.0098229933845088054 -0.034705717288254598 -0.020773729992351497 0.013820826861168894 -0.00042498584141907223 -0.013428178716463776 -0.022742998005239955 0.013383799004572278 0.11659182789700701 -0.049042467918041538 0.018441931271357511 0.00018971846074806905 0.031084071245434927 -0.022202715067729459 0.073016095922057545 -0.0029774694391845446 -0.00063590158902047229 0.02138184496869799 0.083300569682522446 -0.059971284729180854 -0.037337052787595325 0.026599718854254981 0.010118148831491602 0.055753222008622906 -0.0034819858870481241 0.0023728826674934214 -0.021892944531554097 -0.021234614663303453 0.0049288103997847735
leaf_count=29559 91008 3608 319 339 1133 414 131 79 464 22 128 455 96297 152 1718 38 78278 42681 478 26 63 421 976 1611 117 1535 1602 769 129 7381
internal_value=0 -0.00613702 -0.0137082 0.00615876 0.111933 0.139859 -0.00170836 0.336914 -0.222983 0.133696 0.0502136 0.0637008 0.00251823 -0.0171325 -0.355876 0.353261 -0.0309248 -0.000399426 0.00943804 -0.053105 0.101413 -0.0614051 0.468266 0.119653 0.265178 -0.0372321 -0.0780964 -0.282863 0.159935 0.00495517
internal_count=361931 332372 241364 105165 6048 5709 99117 1469 2501 614 592 4240 96616 3107 1887 169 136199 54148 50540 82051 3352 78699 1055 3289 1728 1561 2652 1050 281 50062
shrinkage=0.05


Tree=5332
num_leaves=31
num_cat=0
split_feature=1147 1469 21 1105 479 1113 1400 567 1046 906 1298 209 773 1470 762 9 1052 1086 1280 626 225 626 567 495 1187 1312 907 1015 886 641
split_gain=8.48198 11.8451 15.2587 17.7183 17.4379 18.8815 18.2902 18.2692 18.6194 17.4083 17.6904 17.5416 16.8011 16.6052 16.48 15.8091 15.8054 15.5079 15.2282 15.1203 15.1164 14.9343 17.3254 14.8839 14.7342 14.2238 14.1999 14.1244 13.815 21.9074
threshold=1.0000000180025095e-35 -1.0588145806293296 -0.13431221002227373 1.619436486286465 1.0000000180025095e-35 -0.36787805263213708 0.3852906405426661 -0.2855481520256789 -0.05048201469422222 -0.16714868639132147 0.60955665694886108 1.7386713343556688 -0.40251524588782922 0.052781407594911935 2.0168457062854226 2.3769404709390378 2.2888041938394585 1.0000000180025095e-35 1.0000000180025095e-35 -1.6974706709447374 0.231825228198098 -0.79892402542622476 0.66504814940464607 -0.52493980727923706 -0.8707700411448458 0.058787711525175125 1.3949543802364952 1.2191568012335126 1.0000000180025095e-35 -0.49809178117240432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 19 8 26 10 18 -12 13 20 15 28 17 -14 -10 -6 -4 22 27 -8 -3 -11 -1 -19 -15 -30
right_child=-2 24 12 -5 5 -7 23 -9 9 25 11 -13 16 14 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0068317640133509147 -0.0014415747484193249 -0.0024686405849778477 0.014538937355707271 -0.011889752238460125 -0.030912498784064536 -0.0060714402359139793 0.0032810614010412801 0.0098720949325968727 0.029103915798798993 -0.0096393763770998026 -0.019740855928604955 0.05835705741410864 -0.00020121985441084057 0.0052781082600374197 -0.051024827800181471 -0.034983849019620032 -0.030015428120370963 -0.0090934157866817255 0.0037856394067349816 0.010999905766619356 -0.011045047464690526 -0.014576373747564939 0.041667405900452377 -0.028985292627229986 0.00017667355078490989 0.019551029790786618 0.020092490435966684 0.061295313938188059 -0.026243438596834142 0.0024778762089838627
leaf_count=2704 71440 41291 2024 984 150 4081 526 7990 801 816 240 33 8257 4008 92 201 302 574 405 2902 349 2150 117 363 206955 267 246 44 583 1036
internal_value=0 0.00278659 0.036949 0.0768409 0.0893349 -0.00163077 0.109517 0.133555 0.0355252 0.166738 0.311736 -0.178561 -0.00802259 0.0699946 0.00321133 0.0173937 -0.0618853 -0.0494742 0.420023 0.188167 0.222262 -0.197061 0.0933675 -0.206633 -0.00381665 -0.0485844 -0.0877618 -0.0818827 0.0370857 -0.148062
internal_count=361931 290491 42245 22508 21524 8022 3941 13502 5512 2562 1479 273 19737 8293 5920 5828 11444 11142 1206 3052 2373 2885 735 889 248246 1083 2950 618 5627 1619
shrinkage=0.05


Tree=5333
num_leaves=31
num_cat=0
split_feature=652 902 486 1322 750 1457 348 1107 1396 831 1329 1460 132 692 486 224 1050 1052 3 70 1321 485 769 1039 1299 1286 501 1037 1314 15
split_gain=8.33749 13.7832 15.0058 17.2535 14.261 14.5875 16.2065 14.6598 14.7311 17.9452 17.5967 16.8402 15.7844 16.6549 15.7505 18.2116 14.8997 14.7121 14.4026 14.342 14.3763 17.2803 14.0075 15.404 17.5896 15.1239 15.0261 15.9444 14.9352 19.2159
threshold=-0.55024281929118113 -1.2592235350366694 1.3765966419980129 -1.2233346772360474 3.5597954673193617 0.63151525041848589 2.4802742485303031 2.236363792390887 1.2676718974403742 0.76727020933387458 -0.77265787217422333 0.071504580386072242 0.78503818553128546 -0.1750760967267567 0.037054412419249304 -1.4797131505109484 -0.37717204893741946 1.5832658207617032 0.5845531892019763 -0.4809971347995125 -0.99786877681334685 0.80488085023605604 1.6004944884388725 -0.56610528519261638 -0.68151809372935046 0.78161905918100072 1.0671137207930279 -1.3853896947484816 -0.57414106372361651 1.4202049397710188
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 22 8 -3 11 18 14 13 -13 -10 -16 -15 19 -11 20 21 -9 23 24 -7 -25 27 -24 29 -26
right_child=-2 4 3 -5 -6 6 -8 17 9 10 -12 12 -14 16 15 -17 -18 -19 -20 -21 -22 -23 26 25 28 -27 -28 -29 -30 -31
leaf_value=-0.007162456398372043 -0.00052595408930106548 0.00071397409403403341 -0.035220124634018128 0.020021993774667735 -0.016186500306089046 -0.002004901565647386 -0.026458248156606152 0.0015287690662816979 -0.0045660555063252685 0.01066794063051172 0.0018798214248851326 -0.0059511696901908568 -0.023698882820232702 -0.007474692748007241 0.056950313405183209 -0.018675205443452785 0.027038537558030436 0.041339674446376456 0.071273903474985453 -0.00092712217891654462 0.023151981366368646 -0.10959897996201595 -0.032278319715457762 -0.001309594748214073 0.017041304001538599 0.0090955096343624635 -0.017852584127299502 0.023399488892330539 0.0077483632107313086 0.060149722635689531
leaf_count=6071 246337 77954 102 549 1122 1599 236 92 3267 120 1533 715 284 233 36 2425 575 168 72 1284 705 22 92 8857 1006 2157 180 1047 2965 126
internal_value=0 0.0138136 -0.0999028 0.241075 0.019481 0.0215208 0.079309 0.00905557 0.00404612 -0.0848364 0.120911 -0.136996 0.0537151 0.140742 -0.203191 -0.345369 0.358042 0.184737 0.745448 0.13512 0.352843 -0.382686 0.0867217 0.0692403 0.159881 0.0176591 0.312442 0.400401 0.23349 0.451254
internal_count=361931 115594 6722 651 108872 107750 18265 89485 87214 9260 1725 7535 1807 1523 5728 2461 808 2271 192 2103 819 114 18029 16710 5696 11014 1319 1139 4097 1132
shrinkage=0.05


Tree=5334
num_leaves=31
num_cat=0
split_feature=785 519 588 575 723 635 1382 970 1124 728 803 666 333 678 678 1218 873 1465 665 1080 1329 1241 1456 1175 1108 908 1449 1468 53 77
split_gain=12.7894 13.2753 16.6872 15.5131 15.0841 15.0261 15.6394 14.9053 16.0075 14.7872 18.8295 33.2221 34.2195 20.2918 20.1864 19.3445 21.5066 24.6648 23.9287 25.6521 21.4533 19.8122 19.6011 18.3152 17.8381 17.7826 18.6404 21.8436 19.8685 19.0555
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -1.0570063487222232 -0.73395965499931781 0.79742370641959626 -0.10381956924684344 0.9142881638016378 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.0308016862606064 0.34708990927187483 1.0000000180025095e-35 3.9048232315577729 0.45120890067825536 0.56487967955244278 0.85652824257920523 2.2092738772757108 0.43584835922152426 -0.31721277594761715 0.48268798061829216 0.71406188642734192 -0.82427975672879372 -1.4446427012740177 0.6853839265082079 2.213655904251008 1.0000000180025095e-35 -1.3281967945260671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 5 -4 6 -3 8 -8 -2 13 14 -13 15 -12 16 20 18 22 21 -11 -20 -18 -14 -22 -15 -27 28 29 -28
right_child=1 2 4 -5 -6 -7 7 -9 -10 10 11 12 23 25 -16 -17 17 -19 19 -21 24 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=3.4985186005087138e-05 1.3805021385501648e-05 -0.00037042298289912155 -0.00014392953635689948 6.2494161152275445e-05 0.00020379387517907002 -1.9831069493580392e-05 0.00032030798349128709 -0.00037491373258106801 0.0021369543310274745 -1.3785614357122288e-05 -0.00019427129093179771 0.00030057479583169017 0.00014594419205793128 -0.00021304483348255038 5.1926921533575378e-05 0.00030450968364397857 -0.00011777268192333431 2.5238249849282937e-05 0.00015014021120841615 0.00040708582977685406 6.754496044591059e-05 -0.0001550162337113345 -0.00027295029581191066 -0.00058157972075547194 -0.00013512025053148124 -1.3224297353382489e-05 -0.0004491105051492452 -0.00030940807857585584 -2.1102385582205679e-05 0.00018977410777117407
leaf_count=29559 59183 1359 678 9681 3720 5794 119 144 23 88823 2881 3351 273 3004 4547 651 26849 7352 1712 642 3517 3208 6213 338 22201 64241 326 676 4052 6814
internal_value=0 -0.013884 0.0380072 0.0067401 0.155567 -0.0691489 -0.268827 0.205151 0.653359 -0.0183454 -0.0269816 0.0613648 0.219086 -0.032093 -0.0309989 -0.0497991 -0.0519901 -0.0952754 -0.121401 0.0188288 -0.0315853 -0.0444377 -0.147997 -0.245234 -0.105562 -0.00301843 0.00254392 0.0824972 0.105088 0.173361
internal_count=361931 332372 21518 17120 4398 7439 1645 286 142 310854 251671 11390 3962 240281 7428 161168 160517 45976 38624 5562 114541 4920 33062 611 25718 79113 76109 11868 11192 7140
shrinkage=0.000980392


Tree=5335
num_leaves=31
num_cat=0
split_feature=785 519 588 575 635 1382 970 1124 728 869 921 783 791 861 1229 813 648 704 507 1443 580 566 553 402 1374 732 1034 21 1060 1245
split_gain=12.9948 12.4175 16.0436 15.7204 14.8236 15.5919 14.8983 16.5138 14.6136 19.2705 19.9155 34.2975 19.2957 26.8707 28.5958 19.3531 18.918 19.604 17.8254 17.2052 16.9186 16.3791 16.3668 15.995 15.8605 18.3446 16.3781 16.9433 20.9155 16.0629
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.73395965499931781 0.79742370641959626 0.10408616014114798 0.9142881638016378 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 2.1641256470006294 1.8166789435549495 -1.1956137993399691 0.65809631222906606 1.593744732512876 1.0000000180025095e-35 2.1059719136688364 -0.70113916377037711 2.9541164636104842 -0.66177662735578835 3.2946899365908435 0.11467517756427571 -0.89074317784588486 0.45723879789392502 -1.0507014278002209
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 -3 7 -7 18 10 12 -12 15 -14 16 24 17 -15 -2 23 -19 -11 -16 -13 25 26 -10 28 29 -28
right_child=1 2 -4 -5 -6 6 -8 -9 9 21 11 19 13 14 22 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.7121080468500474e-05 -4.0160941600294856e-06 -0.00036907773228950837 0.00015046032188347858 6.3555775214498982e-05 -2.0012228635353645e-05 0.00027672525726783471 -0.00047017931018895291 0.0020293616271255667 -3.9348930013760017e-05 -6.528283104499877e-05 1.8564062712485395e-06 0.00027528486182540942 -8.7424101418037442e-05 -0.00026097961602568651 0.00065443660629047452 0.00010993259117986985 0.0002233874515382911 -3.1816926899312202e-05 9.4673318882776514e-05 -9.1622366293911433e-05 8.5893845273274998e-05 0.00010139900485802889 0.00019254925123144976 -0.00063801909255013724 -2.0650024186705956e-05 -0.00054468636061005902 0.00035396302392692419 -0.00016727038385476591 0.00053161188883529961 -0.00018820769209880163
leaf_count=29559 48652 1359 4398 9681 5794 137 121 28 25528 82198 18652 4134 11003 2150 430 3837 2316 13658 10531 840 13094 3066 1435 85 52529 601 448 13824 409 1434
internal_value=0 -0.012131 0.0380876 0.00741931 -0.0690321 -0.267509 0.205966 0.590322 -0.0164499 -0.0250418 -0.011138 0.0495998 -0.0223032 0.0199053 0.0525804 -0.0407315 0.0332153 0.0151868 0.0158121 0.207253 0.0293066 -0.0583329 0.307119 0.261262 -0.0480633 -0.0837129 -0.0782384 -0.13947 0.06256 -0.0586716
internal_count=361931 332372 21518 17120 7439 1645 286 165 310854 251671 166407 23711 142696 44086 33083 98610 31218 28902 59183 5059 26752 85264 1865 4219 94773 42244 41643 16115 2291 1882
shrinkage=0.000980392


Tree=5336
num_leaves=31
num_cat=0
split_feature=50 56 1470 365 635 1175 365 1470 703 1043 1463 58 1451 1181 1130 977 621 164 287 1315 772 1244 218 1449 680 1111 240 1015 706 1391
split_gain=8.44464 15.1476 12.3982 12.2843 16.5264 15.374 15.0372 18.9824 17.2479 15.6976 17.9009 19.796 19.3795 16.0736 17.499 15.8256 15.3457 15.2836 14.5955 21.2382 18.2588 18.5206 14.5935 17.1323 16.0369 14.8839 15.1864 14.5378 14.4047 16.1924
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -1.1035687997389785 -0.40774116890233775 -0.53119021208234452 -0.80596157703324833 -1.0234459971557994 -1.1383826125856358 0.42402197417450888 0.086792296045890616 1.0000000180025095e-35 1.4092080211977058 0.60694973104482219 -0.87343702765667508 -0.40020718645715286 1.7948714763990383 1.105376744799516 -1.528890126020604 0.60779330145206234 -0.4870692076055077 -0.52525397111427197 1.6697687690770209 0.84872594346425301 0.77071421383085248 -0.21795816495495285 0.61509761703402088 1.2191568012335126 -0.64713769403355748 1.1136278937367345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 -5 -8 17 13 12 16 14 -11 -15 -12 18 19 -10 21 -21 -20 25 -25 -24 -27 -22 -17 -30
right_child=-2 3 -4 6 5 -7 8 -9 9 10 11 -13 -14 15 -16 28 -18 -19 22 20 27 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.0032074972848871864 0.00036107756886948544 -0.016506931062827149 -0.0031041959365157323 0.014696198847686387 0.015425935985342424 -0.0069511866932385523 -0.0062787487446153145 0.0020443551353938431 -0.018601603242234126 -0.025293830685963317 0.00012745465199367554 0.008402969809108778 -0.035293564683739898 0.013620315857804488 -0.0062028015170737215 0.011266297107413906 -0.045649362954765092 -0.0069159100303693849 0.0026935284415645412 -0.011606005446175401 -0.022218211095759791 0.069568930801852932 -0.021326748525913264 0.027990082107106184 -0.058680040305680692 -0.030098515495791379 0.0074926448523705662 0.061319649726765194 -0.004460903459249768 -0.037679606591168494
leaf_count=4567 197382 1827 69525 1853 681 1362 7585 8145 1495 665 2375 3190 242 958 8446 595 111 3275 42847 111 259 128 960 227 38 229 714 52 1875 212
internal_value=0 -0.0164485 -0.0497916 0.00152995 -0.137406 0.00255815 0.00691566 0.0917019 -0.0043062 0.00588427 -0.050144 0.0502582 -0.0910309 -0.0996462 -0.153676 0.0236778 -0.032745 0.0276452 0.0375758 -0.196359 0.270753 0.840372 0.0447063 -0.142838 0.372695 -0.226847 -0.00772096 -0.182414 -0.0629 -0.154577
internal_count=361931 164549 74092 90457 3870 2043 86587 9998 76589 69004 18669 5918 2728 12751 9111 3640 2486 50335 47060 2045 550 239 45015 2168 265 1903 943 311 2682 2087
shrinkage=0.05


Tree=5337
num_leaves=31
num_cat=0
split_feature=1357 954 1020 1055 1450 18 1329 787 1390 1254 1060 981 1419 754 903 498 417 1311 195 1122 848 626 1165 692 773 1258 418 287 765 500
split_gain=8.38878 12.2123 12.4271 12.764 12.3775 12.9822 12.3007 13.4406 15.4853 14.4947 13.0814 13.4169 14.9696 13.0288 17.8547 18.689 17.6409 16.9106 14.6081 14.4467 14.0543 14.4429 14.0073 13.7215 17.2388 17.6647 17.4323 16.7244 14.3948 16.4031
threshold=1.3962008022525787 2.2664990475867119 3.015278501814318 -0.73019341922689651 0.27262452905359075 -0.45562845450027739 -0.71204313956503218 1.4337814159034321 -1.1226597139248626 2.2627995217119268 0.45723879789392502 0.89735451978202241 -0.72780132394727248 1.0000000180025095e-35 0.37928079597037107 0.22132527285273124 1.6735681887509655 -1.0769336432933228 1.3909106807663625 0.1294793556834837 -0.96939125120745795 0.86534063105589032 1.0000000180025095e-35 1.0263793869134352 2.8642477455673334 -0.93373504562673582 -1.0693229400779181 0.35788151126888629 -0.85285279822765492 -1.0898311885562346
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -3 -2 13 -9 10 11 -10 -13 17 -15 -16 -17 18 -8 23 21 -21 -22 24 25 26 -19 28 29 -27
right_child=1 4 3 -5 -6 -7 7 8 9 -11 -12 12 -14 14 15 16 -18 19 -20 20 22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=5.4527417176421732e-05 0.0027340342419981843 0.042194258912327809 -0.048349006089141069 0.044542536584778407 0.048470224541994983 -0.012333322540975817 0.0090141241034044795 0.031929925206859312 -0.041453610143251787 0.053991958192502958 0.00039619901489804527 0.081327080807618926 -0.024740179391512209 -0.0042558943345455272 -0.011852153454003509 -0.050747165323125114 0.065136034669507403 0.025902961263024583 -0.036206820054044984 0.0042288628721960505 -0.0053084458632109977 0.073509627331865751 -0.01937666719450824 0.0095593918736360545 0.039817777906509456 0.029690203099726017 -0.019720998197327408 -0.0096566192562085387 0.0070006330978057661 -0.023074696115045704
leaf_count=327843 5935 81 23 131 92 200 3111 106 895 40 262 30 102 4120 1354 528 20 147 114 313 3647 51 2598 1666 129 114 1664 2118 3627 870
internal_value=0 -0.0427355 -0.0491679 0.607682 0.359166 0.0866007 -0.053237 -0.0779037 -0.356874 -0.451082 -0.513847 -0.686864 0.180135 -0.0650941 -0.180387 -0.423709 -0.885691 -0.0336693 0.143174 -0.0675085 -0.175759 0.323623 -0.210451 -0.0112445 -0.0546742 -0.0704371 -0.30955 -0.0118838 0.07916 -0.27148
internal_count=361931 34088 33715 154 373 281 33561 27626 1435 1329 1289 1027 132 26191 6022 1902 548 20169 3225 16944 6609 364 6245 10335 8669 8540 1811 6729 4611 984
shrinkage=0.05


Tree=5338
num_leaves=31
num_cat=0
split_feature=519 858 712 261 583 942 769 362 15 1042 980 492 343 1191 678 894 1469 557 1386 802 290 1329 701 697 1106 901 209 292 1 11
split_gain=8.29162 15.7747 15.9898 15.3027 17.484 15.2935 15.3843 14.048 13.3332 13.2304 13.1205 14.0391 14.6014 14.2521 12.5423 12.5966 13.6933 12.6413 13.2819 12.3681 13.0442 12.4697 12.3456 12.2981 20.4761 12.6105 12.4005 12.4241 12.2238 16.6767
threshold=2.1420547332082829 1.0825608069246189 1.0000000180025095e-35 1.0000000180025095e-35 -0.55326332990463356 1.0000000180025095e-35 2.4082460516159014 0.17542564168730432 2.8929958374057656 -0.37048244110559969 1.0658980485729392 -0.98069064237584203 1.3382816563602551 -0.72685955126998103 3.5403029582336045 -1.4135235863979962 -0.25625990864164305 -0.15284763369214796 2.5056922461185365 1.0000000180025095e-35 -0.27153536682814017 0.36386836424810981 1.1725856536273731 -0.43099849743994101 0.19167173678327884 0.46364781967455315 0.43284327462307992 1.1250390227848432 -0.7392295491822104 -0.20254272511266302
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 23 9 8 10 -7 -4 14 -12 13 -13 15 16 -6 18 -17 -9 -21 22 -22 24 26 -26 27 -5 -25 -30
right_child=1 -3 3 4 7 6 -8 19 -10 -11 11 12 -14 -15 -16 17 -18 -19 -20 20 21 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=-0.00027212399501790329 -0.00075636584594506503 -0.0058602250822995935 -0.014363538621768375 -0.0061507342687635172 0.01341571249326385 0.0076857659265082597 -0.050812457306454686 0.024870407822176303 -0.065358629059134754 0.0026083220597368701 0.027535597705667804 0.067737303764981702 -0.058904701965231725 -0.013874538145994481 -0.068793094446451999 0.007516316922459413 -0.042292152416727742 0.022475466574313527 -0.081123739554042604 -0.026791909272873466 0.043708205211615794 -0.064604153181745269 -0.044262105850958765 -0.035318277799720132 0.017812458372588439 0.063793425666249903 0.019494762743363297 -0.060941391331512544 -0.021111341493303043 0.0097206562343492564
leaf_count=338398 8863 2809 1071 385 119 2946 57 1451 26 1091 107 25 88 300 23 981 119 1152 21 139 116 24 23 160 294 77 184 56 343 483
internal_value=0 0.0376229 0.0586481 0.109448 0.179257 0.0226922 0.119356 0.254772 0.139658 -0.11774 0.162136 -0.156815 -0.343429 -0.135511 0.230062 0.245705 -0.263631 0.295723 0.113152 0.412544 0.00267783 0.399801 0.609744 0.0138868 0.179034 0.56706 -0.0582243 -0.258716 -0.155779 -0.0532281
internal_count=361931 23533 20724 11861 6670 5191 3029 4688 2972 2162 2935 520 413 325 2415 2392 238 2154 1002 1753 302 163 139 1982 996 371 625 441 986 826
shrinkage=0.05


Tree=5339
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 858 973 1456 629 699 1312 345 350 1182 434 1291 830 1384 904 1320 561 1112 415 1260 695 969 528 838 980 156 621 1387
split_gain=8.29656 20.5646 15.1438 14.371 13.1486 13.5598 13.5008 15.5221 16.4038 17.5319 17.9305 14.3251 14.0346 16.4988 17.755 16.6803 15.4143 14.9084 13.8201 14.9844 15.2709 16.4016 14.0716 14.5121 14.0418 13.7656 13.6455 14.3688 15.4188 17.1227
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.0825608069246189 1.2409386801806084 5.6068634316437889 1.4040941924113064 -0.89716716663135143 0.093752049400365842 -1.5380373233751408 -0.18067641385382874 0.32757129676273994 0.38071514889844554 1.0000000180025095e-35 0.85069160734071569 0.93619311025019603 0.65352276529219766 -0.98418939143618034 0.036550787695701657 0.68487502937830269 -0.80399066457015578 1.1938910223575727 1.0203199499794919 1.9788506533634 4.0700657564217861 -0.14763111155690076 -0.83584914087915296 -0.36627309615573611 0.69964778425233243 -1.0530687674228043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 -4 -11 -10 13 15 -15 16 -8 -14 24 20 21 -20 23 -21 26 -19 27 -9 29 -29
right_child=-2 -3 3 -5 -6 -7 12 18 11 10 -12 -13 17 14 -16 -17 -18 25 19 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0042157352213682423 0.00037894144443593797 0.00030559282888139271 0.025911936385926676 0.0024050506635511591 -0.01021836908089092 0.022408787534228338 0.009415046903442692 -0.019240949121204731 0.0088952143702526899 -0.022794173193779105 -0.0077625130602953455 -0.017693569235010139 -0.027834187062195054 -0.021913566278746438 0.02382768630676102 0.044481930600387673 -0.026347667683873335 0.041127179321285255 0.007594375327278545 0.0072426946051804553 -0.0096341414519684199 -0.032853419030044087 -0.028088649641185626 0.065966308587769779 -0.041498832081732107 0.0054640315789871823 0.00043901055245395751 -0.036966219419494878 -0.023840206281342896 0.012112157129297377
leaf_count=3489 197825 89418 226 5993 8681 274 930 1845 1579 2803 3272 789 117 870 177 176 249 388 1942 1533 14437 320 207 68 115 404 21577 226 544 1457
internal_value=0 -0.015837 -0.0524203 -0.0639524 -0.0784329 -0.065121 -0.0688452 -0.080949 -0.189716 -0.257285 -0.284262 0.0324204 0.0895412 -0.00703771 -0.273385 0.158028 0.059622 0.380195 -0.0591358 -0.12434 -0.154579 0.066709 0.119034 0.210885 -0.0202417 0.507808 -0.0151614 -0.183183 -0.0147425 0.130025
internal_count=361931 164106 74688 71199 65206 56525 56251 52940 8669 6301 6075 2368 3311 2402 1047 1355 1179 909 44271 18507 16699 2262 1808 1601 25764 792 25649 4072 2227 1683
shrinkage=0.05


Tree=5340
num_leaves=31
num_cat=0
split_feature=1371 1178 499 765 981 73 508 351 767 292 1062 1043 764 902 329 1433 762 210 735 520 1320 432 626 1193 785 519 1393 651 360 420
split_gain=8.26458 9.26782 10.4369 10.2866 14.439 12.06 11.1655 12.1487 10.1643 12.4948 9.99332 9.25213 9.69959 10.3888 9.14381 16.046 13.0433 10.9473 11.1713 9.39729 9.35847 9.19548 9.37326 9.83471 8.92483 9.94307 13.1369 12.7097 12.5727 18.7063
threshold=3.4357416210103824 -0.17239551631999986 -1.7751342901158156 1.1208191234747729 -1.2023713317347577 1.540209382933158 -0.93667083388831573 -0.64873389699320716 -0.84680374873432662 -0.88285524778459201 1.0000000180025095e-35 1.2932428281767834 0.42761679092444743 -0.16403489241712094 1.3762992904137072 1.2994777873310051 0.21147417596499959 0.46407631633710267 1.356718709411544 1.5103007336851382 0.28024884538429501 -0.013735851966171117 0.69735147558938571 -0.84798271400373249 -0.86283290253235112 -0.830672104868595 3.2693079155969014 -0.9964111233105486 -0.62499626129040087 -0.70926143366926642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 3 -3 8 -5 6 7 -6 9 -2 -8 12 -11 -14 17 16 -16 -4 19 21 -20 22 23 -19 -1 27 -27 -26 -29 -30
right_child=1 2 14 4 5 -7 10 -9 -10 11 -12 -13 13 -15 15 -17 -18 18 20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0018512318754156272 -0.030562076916179133 0.076743620306780808 -0.02814888602185214 -0.053106412846994779 -0.061242048518171756 -0.068289980630566113 0.038789030860145596 0.1182305521981627 -0.011063104298253391 -0.00035000467758774227 -0.045149622485037719 0.071133976658165676 -0.007978689514117154 0.09554614818539911 -0.036526260483516558 0.1258808067089684 0.050779729130777787 0.030201907892176291 0.081991119281963426 0.045075635892091855 -0.026723657048191504 -0.048163807754772886 0.042559375997785989 -0.040579095923142364 -0.0086915476810882353 6.1948431405571067e-05 -0.016541981029130497 -0.0048857746016556548 0.0057652726877743688 -0.0016604610852791598
leaf_count=29307 200 26 1340 94 20 30 153 36 1559 343 48 52 43 30 107 22 49 45 30 38 20 164 53 142 5893 275968 796 13505 7688 24130
internal_value=0 -0.132023 -0.28978 -0.0107374 0.437955 0.661491 0.82023 1.86634 -0.0944565 0.252873 0.51312 0.487147 0.283475 1.12089 -0.316949 0.313231 -0.0379996 -0.386895 -0.0539259 -0.223861 0.963911 -0.374737 -0.0545885 -0.381976 -0.000891159 -0.00468181 0.000432196 -0.0391229 -0.0261958 0.000201276
internal_count=361931 4644 2036 2608 381 287 257 56 2227 668 201 468 416 73 2010 178 156 1832 492 442 50 404 240 187 357287 327980 276764 51216 45323 31818
shrinkage=0.05


Tree=5341
num_leaves=31
num_cat=0
split_feature=659 773 578 450 684 1036 1452 462 1315 705 763 139 1451 14 977 350 562 903 1041 1245 701 1124 209 1436 1393 409 1118 622 509 1256
split_gain=8.18003 13.3908 15.8738 15.4595 16.5528 15.662 15.4366 18.9361 18.3566 16.8393 21.7539 14.8734 14.8301 16.803 16.9599 16.295 15.4219 17.0485 14.632 14.5224 14.5216 15.9298 16.3241 14.452 14.2742 14.1893 15.402 16.9126 14.1757 14.5817
threshold=0.62821384419828064 1.0697711959540106 -0.87905496296652397 2.2203088264540187 0.59452166335189005 -0.69394992140903122 -0.22703747551118403 1.9321621796069277 1.1007948224177289 -0.90443966510910612 1.3126992489173226 0.7095792100229773 0.34500621528061176 -0.15985781342768407 0.83524675906803869 0.31977797460634466 -1.3907698878072667 -1.1773445915710035 -0.56659968702761132 1.2446890916500488 -1.0358122037206352 0.45457519424624954 -1.4183600335860604 1.0000000180025095e-35 0.19785416223651278 1.8072418525143996 0.20543896811579501 -0.87605381851092512 -0.8707511978464394 -0.88228570301233067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 24 7 25 -9 10 20 -12 13 18 16 -16 -15 -18 -4 -19 21 22 -8 -10 -5 -2 -27 -28 -11 -30
right_child=1 2 12 4 -6 -7 9 8 23 28 11 -13 -14 14 15 -17 17 19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.000154344028681099 0.0020750506950328609 0.013708397087923811 -0.0049890068599113598 0.010361889042140984 -0.015101741208039735 0.0052794945575887018 0.047960018927241443 -0.023618978450435573 0.075218059891732081 -0.016759442815189644 -0.042685442776566801 0.015423401629113804 0.001756463515167361 0.060717793912446416 0.028095062671393431 -0.015581885273427338 -0.057122349778064047 -0.012640137835223029 -0.026371764454734964 0.016910558231544841 0.014977002989715452 -0.028738803866697679 -0.00074636725208991725 -0.01629536425634134 0.044252230120504561 -0.0018981586291055782 0.043586752427854258 -0.04135750877010122 -0.013464002120560661 -0.0027725514233272954
leaf_count=305284 22297 460 723 308 437 1893 109 872 60 1485 308 125 1514 43 317 158 136 1719 1512 240 1585 298 903 72 226 1084 38 511 2699 14515
internal_value=0 -0.0284918 -0.12553 -0.0142797 0.138132 0.199079 -0.0262563 0.0155712 -0.340603 -0.0732564 0.0870134 -0.51836 -0.157548 -0.224571 -0.103482 0.272388 -0.195814 -0.223689 -0.387437 -0.175456 0.151546 -0.0434506 0.0946344 0.62615 0.508179 0.0283675 -0.241013 -0.647851 -0.101673 -0.0823436
internal_count=361931 56647 6822 49825 2864 2427 46961 24934 1004 22027 3328 433 6362 4848 2613 475 2138 2095 2235 1959 2895 1310 1012 132 534 23930 1633 549 18699 17214
shrinkage=0.05


Tree=5342
num_leaves=31
num_cat=0
split_feature=676 141 794 581 1178 399 1250 702 1020 1070 1260 436 1186 415 278 1193 1042 1053 1176 882 825 704 848 989 288 559 639 1335 430 1191
split_gain=8.15243 10.0658 8.46811 19.627 16.8559 18.3806 15.0635 14.3183 15.6562 16.0302 13.9551 13.8547 14.9475 16.6607 13.8135 17.1835 15.3158 15.2231 14.613 13.6375 19.1392 18.269 17.2162 15.7484 15.2154 14.2874 17.5412 13.7387 13.5834 16.1988
threshold=5.7594688598378552 -0.79396951628489842 2.2041218380651819 0.82499989687732411 -0.3969227187715037 2.1487506720385596 1.3459255012896725 -1.1957948303864323 2.1590889378513896 1.0000000180025095e-35 -0.44727978082124753 -0.71244648938398958 2.102384340423169 2.4784959836639584 -0.41438093111325908 1.3479670591186661 -0.65404136022055603 -0.62123283030422305 1.160805019676987 1.0000000180025095e-35 0.64755625281488849 0.19123312698060124 -0.45221451685185043 -0.34074791428679363 1.7036534467031745 -0.65024489235506777 1.245493188177486 2.1806080642468366 -1.0915758439081695 -1.0323469882229857
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 28 6 7 -6 9 11 -11 -9 13 -13 17 16 18 -8 -16 24 22 -22 23 -21 27 -23 -27 -12 -4 -30
right_child=1 -3 3 -5 5 -7 14 8 -10 10 19 12 -14 -15 15 -17 -18 -19 -20 20 21 25 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00020655060310004821 0.052127834649201843 -0.041223176300855702 -0.016874643749478568 -0.0060668965225746871 -0.014762298093458852 -0.018979761617823023 0.050429268915589812 -0.0018825519827028667 -0.021730052637453329 -0.0072601982398227327 0.010689972853714003 0.017901442010159179 0.06202554753310472 -0.042579967836107277 0.019782372004497253 -0.059914392473063016 0.047453695633447361 -0.019044118097039351 -0.080193782180448064 0.012327142588762718 -0.02887450845009773 -0.032274594331952226 0.028079913258259204 -0.052722929875798401 0.065984545040732062 0.048550519532009603 -0.071177057092560628 0.067252467787038292 0.041894598427885392 2.0201797209920882e-05
leaf_count=345158 22 199 769 3305 460 325 49 594 231 1021 886 2492 94 82 114 30 337 157 22 113 374 59 362 86 65 106 23 53 141 4202
internal_value=0 -0.574132 -0.00149821 0.0499328 0.0875613 0.149236 0.171 0.137409 0.161463 0.181616 0.0703336 0.295874 0.362654 0.3298 0.463357 0.640505 0.720853 -0.0299326 0.118641 0.171706 0.00561113 -0.286465 0.289022 -0.249217 0.360724 0.264838 0.663784 0.282631 -0.0218955 0.0259342
internal_count=361931 221 361710 16552 13247 8135 7810 7101 6641 6410 3148 3262 2668 2574 709 503 473 206 136 2127 1123 562 561 199 1004 188 129 939 5112 4343
shrinkage=0.05


Tree=5343
num_leaves=31
num_cat=0
split_feature=843 690 1052 915 1395 1306 84 83 432 101 912 708 638 982 761 825 284 1301 79 911 1464 1044 1387 1257 914 185 837 153 699 135
split_gain=8.11449 14.2219 14.5891 13.0864 12.8106 12.5596 12.5848 15.5685 14.9923 13.158 12.1531 11.9906 11.7697 11.7412 13.5995 10.8828 10.4524 9.9805 9.83114 10.2615 14.4455 11.7903 14.4398 13.1309 12.414 11.7978 10.2161 10.0058 9.82634 13.1877
threshold=2.539957888746601 1.67281622344383 1.3599941837117806 0.53699541294491082 -1.4167877768843324 3.1745667211504869 -0.43824158194505508 -0.85968151041265306 -0.48637976174748138 1.4237274042275969 1.0382798571325889 -0.16378115926984052 -1.3602106330190462 -0.32631581010929528 -0.21731367869696616 0.64755625281488849 -0.41333242653103824 0.69832894961721503 1.620038168989913 -0.78372711867748623 -0.40053769551655344 -0.04364894400947434 -0.98438549488735994 -0.56146385737086946 0.2956334167645826 0.45051850460492232 -0.72919418695081484 -0.36370525104538215 -0.63087888141950221 -0.38422381907464448
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 11 6 8 -8 9 28 -4 -2 -10 14 -14 -16 -5 -3 19 27 -21 22 -22 -24 -23 26 -25 -9 -6 -30
right_child=1 17 10 16 5 -7 7 18 12 -11 -12 -13 13 -15 15 -17 -18 -19 -20 20 21 24 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00013341154279304483 -0.041095216588691169 -0.046373778329440236 -0.039402660100311827 -0.033492847493855907 -0.013184416064472194 -0.063707979980569401 -0.02561604235921372 0.010151042033123803 0.049517024374835752 0.085266883833659768 0.041264941502075783 0.036059948012671879 -0.026115675093623138 -0.044853134244175669 0.068166762613947496 -0.016577147766745858 0.0069019687903084607 0.038520991710203283 -0.034767868723270909 0.039930673007074077 -0.063203748179486541 0.0594879785339269 0.051361759584157556 -0.012027314252894515 -0.041154966497735715 0.032415669238306771 -0.093005379677401412 0.056316536231252982 -0.00044860633742354467 0.068521826167461483
leaf_count=359184 129 137 183 208 96 41 91 69 30 35 29 41 134 142 42 28 250 30 38 266 42 73 56 101 20 50 23 217 87 59
internal_value=0 0.124682 0.162109 0.208248 0.278837 0.327669 0.349575 0.488172 0.0924201 0.484646 -0.49591 -0.405277 -0.216681 -0.357677 -0.00615877 0.696608 -0.204602 -0.628664 0.555993 0.592556 0.440604 0.156546 -0.0694457 0.135523 0.81525 -0.157026 -0.543548 0.916022 0.28687 0.667404
internal_count=361931 2747 2580 2368 1910 1740 1699 1046 653 277 212 170 376 346 204 70 458 167 955 917 631 365 272 230 93 174 124 286 242 146
shrinkage=0.05


Tree=5344
num_leaves=31
num_cat=0
split_feature=785 519 588 713 507 921 783 1443 762 990 689 852 839 657 924 833 1111 1368 460 1470 1455 764 1459 699 1463 1458 1167 1041 1454 272
split_gain=12.8426 12.5679 16.7969 16.6889 20.79 19.3318 43.3023 21.5044 25.1736 18.7952 18.7346 18.7222 17.6561 17.42 17.3209 19.2479 17.153 16.649 18.6816 17.021 17.5151 18.228 16.4415 21.5963 21.1644 19.6809 26.4408 21.2287 20.3654 18.7174
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 1.0941628986121894 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.65656536832909496 0.86385367930994306 1.0000000180025095e-35 2.778493016390716 -0.80522708219444705 1.8999064755685127 -0.98246098241750812 1.8910022628952046 0.70892277612114496 4.3297121247051882 0.86093751738940238 1.2831308907880747 0.58132013844063801 -0.32303709040653633 3.0911051050642997 0.3173969485259408 -0.48054573248838922 -0.37779302995283986 0.71078129777763965 1.3763541472649148 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 12 13 7 8 9 -7 -6 -11 -2 -5 17 -16 -14 22 19 -19 -21 -22 23 24 -15 26 -26 -27 29 -28
right_child=1 2 -4 5 10 6 -8 -9 -10 11 -12 -13 16 14 15 -17 -18 18 -20 20 21 -23 -24 -25 25 27 28 -29 -30 -31
leaf_value=3.7487895638471315e-05 -4.6813832023405255e-06 7.507506345967161e-06 0.00015408055505478655 -8.7184571289855087e-05 0.00016607915758743834 -3.0354996939120488e-05 0.0002684128080181069 -0.00012476206677314148 0.00024840048576523985 -1.5231167128392637e-06 -0.00012732613561877956 0.00027908177029739773 0.00045800741809103686 -0.00010771508371775364 0.00032732605885330208 2.6520289193610048e-05 -0.00081052799029608701 3.2784492738793374e-05 0.0017494451164227849 -0.00010848826400676242 0.00077666134912161811 -0.00069086609666929014 -2.1009740544855897e-05 0.00041487877581704915 -0.00028441052119554633 2.3067840626550361e-06 0.00017704826857065908 0.00027671626496842945 0.00078341255918236441 -0.00034771029811286034
leaf_count=29559 47545 17120 4398 36644 6396 18216 3076 6926 2064 2604 1282 1940 615 45244 1410 12779 66 28918 42 7580 169 53 73107 513 2665 6962 1093 1980 147 818
internal_value=0 -0.0114872 0.0390666 -0.0158326 0.0200228 -0.0246674 0.0259785 -0.00134153 0.028303 0.00431733 0.123962 0.130739 0.000817761 -0.0336979 -0.0249054 0.0539783 0.35994 -0.0320009 0.0102098 0.00871211 -0.0892777 0.489488 -0.0458931 -0.0773559 -0.0819735 -2.83988e-05 -0.131204 0.0637793 0.0850543 -0.00246134
internal_count=361931 332372 21518 310854 55904 254950 34826 31750 24824 22760 7678 4544 48226 220124 183480 14189 681 169291 36762 36720 7802 222 132529 59422 58909 13665 4723 8942 2058 1911
shrinkage=0.000980392


Tree=5345
num_leaves=31
num_cat=0
split_feature=785 713 1431 842 539 1453 1452 1252 1450 1195 628 1396 42 1470 486 486 1396 419 1386 1459 563 1387 212 697 1317 969 1184 80 49 147
split_gain=13.0031 12.6301 12.2627 13.4001 16.3563 15.3808 15.0384 14.1308 16.2048 14.1072 13.698 14.4495 14.5012 13.5629 18.2441 17.4835 15.9599 15.6524 15.5362 16.8474 15.703 14.5754 13.4594 15.975 16.2749 15.683 14.0623 13.4623 13.3909 21.3803
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 0.70176422714037578 1.0000000180025095e-35 0.35229435170537382 0.4926003403048807 1.3725374352016695 2.3143753708859189 0.634223576738699 -0.020153842617384187 -0.62321065792883268 2.1588699350178979 1.3773689826727109 -0.50446265911259103 0.09812776635141178 0.52085273691640166 2.9762794122957108 0.75525286465940111 -0.12173401169023605 -0.048211643472956069 -0.86317971982481079 -0.62355919545019034 0.13056043602777717 0.93235053486977393 0.76556944642668512 0.83694612890437414 0.25192965396338335 1.0000000180025095e-35 -0.044493704381537387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 28 4 5 6 9 -5 -9 -4 11 -7 -13 15 -15 17 18 -8 19 -17 21 -21 23 -11 -25 -24 27 -27 -2 -30
right_child=2 -3 3 7 -6 10 13 8 -10 22 -12 12 -14 14 -16 16 -18 -19 -20 20 -22 -23 25 24 -26 26 -28 -29 29 -31
leaf_value=-0.00010884067963852696 5.8381122226508946e-06 5.0900037711312409e-05 -0.00021965438789191873 -9.2513081189235334e-05 1.7159249679398812e-05 -0.0004139428513468842 -0.00026673617512612964 -0.00041915519716939523 0.00081617946869221578 -0.00085800620623960766 0.00021251269707953227 -9.5177297297957655e-06 0.0011913008671563545 0.0022588351478903105 4.206272875894647e-05 -0.0001794692989652321 -0.00040803159157853323 0.001745742687308757 0.0011323792546843322 0.0015091897717325368 0.0011195462266081703 -0.00060511760170722188 3.7503921501142377e-05 -0.00016076043828607895 0.0019801830462855968 -0.00021060281369183266 0.0016584998985545421 0.0014203622084456161 1.7784641031892279e-06 -6.2616754310456773e-05
leaf_count=3144 159975 26415 11363 9366 20133 766 1467 1558 53 306 2143 1627 65 53 70 320 211 32 133 21 140 88 1070 184 26 110 66 44 64638 56344
internal_value=0 0.0370102 -0.0129797 -0.0515142 -0.0281491 -0.0923867 -0.139952 -0.130974 -0.366315 -0.183498 0.0471687 -0.0899619 0.043575 0.059891 1.0001 0.0132338 0.266645 -0.220987 0.431842 0.243268 0.680596 -0.0824943 0.0616935 -0.385073 0.260201 0.211311 0.812101 0.338149 -0.00742344 -0.0274199
internal_count=361931 29559 332372 51415 40438 20305 15704 10977 1611 13169 4601 2458 1692 2535 123 2412 913 1499 702 569 249 109 1806 516 210 1290 220 154 280957 120982
shrinkage=0.000980392


Tree=5346
num_leaves=31
num_cat=0
split_feature=1392 359 836 1185 767 566 706 899 2 1188 427 412 153 758 1036 421 3 305 1328 770 1246 906 901 154 1046 138 358 765 487 83
split_gain=8.15945 15.6759 15.3183 17.7415 17.9235 14.8362 17.3786 16.0016 14.1692 14.5941 14.274 14.0894 13.9446 13.9129 13.8271 16.4671 13.8074 16.6073 15.0846 16.8522 19.233 14.791 17.7303 15.0869 16.2621 15.0899 15.0795 14.6143 17.204 16.7103
threshold=-0.31509801393811826 0.4161554802994924 1.9849446942379121 -0.6231457076857706 -0.24432197938741529 2.3824772829776841 -1.0271373760236704 -0.74996044404392903 -1.5687337281759328 1.5433632084830979 0.10724851994527602 1.8311510170418688 2.0620520511561886 -0.92245022276431887 -0.284154012875726 0.50982092063516504 1.9683635008263507 2.164614327629065 -1.2409243529532399 -1.5578261481462137 0.27726084872798323 -0.084826860078778696 1.0918491902243297 -0.51863397129487976 -1.2095226878315291 -0.033213245141579195 0.12261633335205123 -1.0215762428264707 0.67534146174254051 0.37430336733321251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 -4 -5 16 -7 -8 -9 11 -11 12 13 -10 15 -1 27 18 -18 20 -20 22 23 24 -21 -26 -25 28 -2 -29
right_child=5 2 3 4 -6 6 7 8 9 10 -12 -13 -14 -15 -16 -17 17 -19 19 21 -22 -23 -24 26 25 -27 -28 29 -30 -31
leaf_value=0.0025498446314563589 -0.0014760903322001302 -0.0019909240899847139 -0.0014246560723608758 -0.0051152218942634832 -0.033175467428334403 -0.007740254475904304 0.024112141601393671 -0.03866135344392492 -0.071305684390125745 -0.033085779624005524 0.012635502408084082 0.032274568931755787 -0.030722439516902462 0.0093997966763855294 -0.0013461679139399538 -0.0020601216741038481 -0.021034932800168278 -0.025006073218712867 0.013141355078806588 -0.045849661893316733 0.081150839339771255 -0.00061693215536368594 0.045566969290372177 0.0059491903372227064 0.010191782597065626 -0.016930054540258001 0.023786041105355833 -0.00052127008967772304 -0.011492148583079956 0.0019795108075928713
leaf_count=42707 12627 47909 1278 531 701 892 731 119 26 185 125 260 104 2630 60387 17295 291 262 183 114 79 2751 160 1280 900 352 992 110073 4410 51577
internal_value=0 -0.0145553 -0.049703 -0.227583 -0.421881 0.00842712 0.123442 0.180927 0.121951 0.142969 -0.289 0.188886 0.142492 0.173005 0.00148945 0.0269884 0.00471736 0.100341 0.119477 0.139416 0.735237 0.118476 0.205126 0.173141 -0.0146724 0.0514652 0.280112 0.000430788 -0.071916 0.00669641
internal_count=361931 170808 50419 2510 1232 191123 5072 4180 3449 3330 310 3020 2760 2656 120389 60002 186051 7364 7102 6811 262 6549 3798 3638 1366 1252 2272 178687 17037 161650
shrinkage=0.05


Tree=5347
num_leaves=31
num_cat=0
split_feature=785 728 735 665 56 429 1106 772 1101 151 1380 1244 1405 494 828 683 569 909 558 6 150 347 1452 765 370 677 723 508 1467 885
split_gain=11.6109 11.5715 10.8686 20.9995 13.8559 16.5814 17.3854 15.3534 15.5903 14.3918 14.5203 16.2574 17.7843 14.7164 21.7124 13.3344 14.423 14.2468 15.2688 15.6846 13.8696 15.592 13.2498 14.1225 13.6162 12.7898 18.721 21.7497 20.577 18.7069
threshold=-0.86283290253235112 -0.49008176997875957 2.2560756724538602 1.0000000180025095e-35 1.0000000180025095e-35 0.900969516593498 0.096519447093083008 0.1084339010654497 0.63396854391812385 -1.0199942631581986 0.45483121751305117 -0.26630270132711542 -0.92467705846825121 -0.61306088147391624 -0.16957460450276027 -1.3831318875547542 0.9694289821848372 0.72993018548017885 -0.012763642026694605 -1.000256156968369 0.73355997829129593 1.4006728028275985 -0.1014882148136543 0.43023014093078221 1.0000000180025095e-35 1.0000000180025095e-35 -1.0570063487222232 0.93928964529742032 1.4133641467104867 4.8263866747680533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 25 -4 5 7 -7 8 22 -9 11 12 -11 14 -13 16 -6 18 -17 -20 21 -19 23 -5 -25 26 27 -2 29 -28
right_child=2 -3 3 4 15 6 -8 9 -10 10 -12 13 -14 -15 -16 17 -18 20 19 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-9.6400263683037995e-05 -8.3323850599722441e-06 5.0471683310058559e-05 -5.0176219600962559e-05 -0.00037124555489330348 -0.0002398480723534265 0.00033294505486631778 -0.00056629264634737279 -0.00063067919968061794 -0.00040585520826250045 0.00097984554943167834 0.00062137807106201111 0.00054306249765830332 -0.0006672125711500522 0.00040372986545152227 -0.0015295872310369541 0.00052959817761744012 0.00082655421808704979 -0.00061779837618451639 -0.00084869518609224513 0.00024108502735542648 0.0005110445353458951 0.00061950846693023748 0.0004439991621515341 -0.00075471056028156497 0.0011787842817368407 -1.1752005928531416e-06 -5.8372276759526439e-05 0.00016757117758283417 6.3116009356816927e-05 0.00040276616991930317
leaf_count=3396 20827 26163 5024 318 411 123 349 94 450 43 397 41 184 627 50 1110 61 199 69 753 111 51 292 26 53 171849 114488 4392 9592 388
internal_value=0 0.0364531 -0.0108278 0.0567903 0.142012 0.0403181 -0.326149 0.109564 -0.0850011 0.253149 0.303919 0.15684 -0.385921 0.301552 -0.515258 0.248837 -0.0879615 0.312485 0.384457 0.161406 -0.0658783 -0.348396 0.118079 -0.156196 0.644159 -0.0136393 -0.0323696 0.0276859 -0.0465996 -0.0570692
internal_count=361931 29559 332372 10836 5812 3047 472 2575 1139 1436 1342 945 227 718 91 2765 472 2293 1932 822 361 250 689 397 79 321536 149687 25219 124468 114876
shrinkage=0.000980392


Tree=5348
num_leaves=31
num_cat=0
split_feature=1454 1046 1049 21 872 498 119 1458 1465 1465 1452 262 759 675 1451 282 1438 213 909 1156 1175 1450 1122 1387 877 1464 1464 1449 1452 1457
split_gain=8.09437 9.22201 9.93396 8.44942 9.09165 12.3321 11.54 8.80285 15.1809 30.3096 17.051 15.849 18.3999 15.079 14.732 14.5968 17.8131 14.3882 15.8176 14.8296 14.3139 13.698 13.6095 18.4263 13.2836 12.9821 47.4396 31.5299 33.9443 44.9675
threshold=-1.0936914102283182 -0.58642939362613478 -0.46895334452286835 -3.2545899522946695 1.0000000180025095e-35 -0.13543265547696742 0.56114696576568235 1.8460070869938618 -0.32159838348241315 -0.17812979263601394 1.6018939448921981 1.0000000180025095e-35 0.27011652989368867 1.0000000180025095e-35 0.10174874292923865 0.045233757740183754 1.8084897874314609 -0.21905741699630368 -0.30896384709063823 2.3221896207374315 0.69892204328436713 7.6965356047778188 -0.56712738870299328 1.3750869263302643 2.5136394492048102 -0.46492268522126184 -0.42913060951834736 -0.27573187962673479 -0.58911782507014421 1.4496650373183211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 21 10 -10 17 12 14 -12 15 -11 -17 18 -9 -19 -14 25 -22 -24 -13 27 -27 28 -5 -30
right_child=3 -3 -4 7 -6 -7 -8 8 9 11 13 24 20 -15 -16 16 -18 19 -20 -21 22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.032882756599856372 0.033428058802869892 -0.03636203265404616 0.058837411507629257 0.0058033174514302887 0.026858132587843815 -0.02867141865152811 -0.026581441133024193 0.010823396771291412 -0.030738665932715542 -0.0079383352895560626 0.0080460859164801345 0.0067616164342671169 0.011130143977647144 -0.017258874662108886 -0.0010327336635179373 -0.035322632488288416 0.044895854649017158 0.015534343729898543 -0.0065889384062590862 -0.029775392038119332 0.019560848380603259 0.058529231486747962 -0.04116247526195891 0.040523395539040774 -0.04974382498330094 0.024185822612633412 0.00021434495262607182 -0.0027653985897676224 -0.0016498131034790302 0.015823749237124214
leaf_count=72 160 252 37 14746 356 133 53 1413 451 1115 563 3967 1379 675 1698 644 34 2752 1142 103 107 39 222 35 68 947 201031 80022 45687 2028
internal_value=0 -0.437897 0.311517 -0.00148749 0.259095 -0.00418609 0.335434 -0.00200611 0.0483387 -0.00929867 0.128396 0.0168717 -0.0664221 -0.115359 -0.163799 -0.318017 -0.60334 0.179191 0.057796 0.283191 0.119347 -0.00480831 -0.27694 -0.558641 0.120647 -0.00500547 0.00709341 -0.0231617 0.0183405 -0.0153316
internal_count=361931 361 109 361570 702 346 213 360868 16368 9720 6648 9269 5234 1238 3491 1793 678 5410 2555 2855 1743 344500 364 257 4035 344461 201978 142483 62461 47715
shrinkage=0.05


Tree=5349
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 564 515 921 728 651 710 689 513 583 581 911 661 507 904 553 776 830 21 973 213 143 1454 338 192 647
split_gain=16.0473 14.3995 24.0773 22.1675 45.784 25.0443 21.2824 20.3751 36.2368 32.6669 28.8114 28.7469 27.7112 41.5662 27.5663 31.5756 26.1006 25.3 24.5451 21.8648 21.5104 22.0698 20.8892 18.8471 18.702 19.2631 18.1188 17.9544 18.7854 17.8023
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.0525743831388839 -1.3163276726681863 1.1107569744011787 0.88013663730638159 -0.4288425582216272 1.0454229551509682 -0.55326332990463356 1.0000000180025095e-35 0.77693903076620996 0.48553334710836543 1.0941628986121894 0.95245965636413243 -0.094457554860397655 2.5659293755304176 1.8759508015093831 -1.0798509198017876 0.84874543308613937 1.6434380905997623 0.48784422932058891 -0.58754815837321106 0.84835182578422852 2.0337458187704693 -0.87782724458594241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 5 -5 6 -2 8 9 11 20 27 18 -14 15 -15 17 23 19 -10 21 -9 -22 24 26 -26 -13 -3 -29 -17
right_child=1 2 -4 4 -6 -7 -8 10 12 -11 -12 16 13 14 -16 29 -18 -19 -20 -21 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=4.0593700287086819e-05 -5.3222226072278397e-05 -0.000102052018376328 -6.8517655475845335e-05 0.00029526553327000439 -2.1134466891446875e-05 -0.00015310969652869885 2.4199560105148612e-05 8.5767754394662767e-05 7.8989496379931345e-06 -0.00015935707280178462 -0.00012500659063954651 0.00039268619128742275 -9.2808640377135281e-05 0.00026281898490985122 1.9785892163835909e-05 0.00064156377439926503 -6.1511861516822346e-05 0.00036858516681900094 -0.00012541859915536356 -7.3045006538194861e-05 0.0011839882379888938 0.00037081706049029508 -0.00091825475893490892 -6.6391693527830672e-05 -0.00051508411977192303 0.00056224451787373277 0.00014388974252496303 0.00021042095652568703 -0.00052651067534699664 -0.00010402771274759495
leaf_count=29559 86094 4360 23724 2736 10940 11199 29310 18581 46516 2539 3310 1971 7410 6049 10065 134 2511 2833 18499 31184 29 1368 232 1971 376 93 4599 1788 180 1771
internal_value=0 -0.0140882 -0.00160221 -0.0341903 0.056636 -0.0452937 -0.0337617 0.00836124 -0.00245235 0.0782523 0.0693729 0.107808 -0.0195682 0.0432937 0.100179 0.192066 0.163418 0.204063 -0.0399361 -0.0228715 0.100847 0.108058 -0.643283 0.142912 0.193313 -0.257388 0.222279 -0.0186338 0.149597 -0.0459411
internal_count=361931 332372 192093 140279 13676 126603 115404 168369 144849 23221 23520 20682 121628 25429 18019 7954 14354 11843 96199 77700 20210 19949 261 9010 7039 469 6570 6328 1968 1905
shrinkage=0.000980392


Tree=5350
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 1002 988 921 1465 353 359 410 114 1112 429 484 900 898 1080 718 930 545 1148 1185 890 428 790 746 901 495 694
split_gain=11.8876 11.841 18.3105 17.3745 16.0359 19.137 15.8651 17.4665 16.5404 23.6512 16.5137 15.773 20.2387 15.5977 19.9111 18.1779 15.321 15.2715 16.6275 28.9669 23.9783 21.6372 21.2125 21.4112 21.5278 21.1842 29.6195 22.3351 20.355 20.1127
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -0.32459312438081372 -1.3820670939764912 -0.24051307952136838 0.14486519861544186 0.55938823495656564 0.32346298429964238 1.644349105518915 1.0000000180025095e-35 1.5620189235502193 -0.64405295088620862 1.6134396840371368 -0.36980086556920722 -1.0027556219238163 3.9810989087578279 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 3.073785392405322 -0.70607139715668366 -1.3230736206490437 -1.0699309532947014 1.8618223311409718 1.6547410766053783 -0.087943627637445718 -0.10648405255226276 0.75024505646995632
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 -3 5 -5 7 10 13 11 16 -10 -13 14 15 -8 -7 18 21 20 29 25 -22 28 -25 -2 27 -27 -24 -20
right_child=1 2 -4 4 -6 6 8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=3.4855714608625994e-05 -4.6901243224255898e-05 -6.4290697502101903e-05 0.00042764562586384343 -0.00040981043571885844 -5.6978476477781578e-06 -0.00062169069275190732 0.00028293953749021939 -0.0001636739520273391 0.00054068218808384267 9.3261072655273522e-05 -0.00041262656862065813 0.00023548363562819511 -0.0011913730630238812 9.0506990461797747e-05 -0.0009220541601584908 -0.00018081543577245411 9.3774909722654995e-05 0.00023864426662774065 0.00025085579933704 -3.8382014984417203e-05 -1.3164262853082189e-05 0.00018859746858445857 0.00024021043457282153 -0.00028879434196005981 0.00032003060380814201 7.4499150974653331e-05 0.00036695524568402892 -0.00010076773281401655 -0.00033784505773634021 -2.8828533433463341e-05
leaf_count=29559 163923 17071 426 572 49026 157 639 2822 1145 3107 582 566 47 13178 206 1681 6206 953 1484 25567 2657 2056 662 314 4390 11324 1085 8080 682 11764
internal_value=0 -0.0122624 0.00823627 0.00597081 0.0188971 0.0596841 0.0663578 -0.0119223 0.100592 0.207141 0.0506266 0.403325 0.131184 0.0629025 -0.11138 -0.0567215 0.077915 -0.0223497 -0.0238469 0.0149506 0.0774517 -0.0350767 0.163685 0.230961 0.291651 -0.0382909 0.0377289 0.0107058 -0.0424812 0.00749472
internal_count=361931 332372 97431 97005 79934 30908 30336 9767 20569 4865 6945 1758 613 15704 2526 2320 6363 234941 233988 47520 21953 186468 8705 6048 4704 184412 20489 19404 1344 13248
shrinkage=0.000980392


Tree=5351
num_leaves=31
num_cat=0
split_feature=728 252 544 540 834 905 153 1158 208 81 1193 1388 563 283 1314 777 903 776 980 1450 493 187 981 1236 974 1053 500 566 701 896
split_gain=8.21463 12.1316 15.5732 14.8349 18.9107 16.0633 15.6465 14.4412 18.1709 13.9723 20.5964 15.4482 14.1166 13.748 14.7718 13.442 13.5989 14.179 13.2216 13.6627 19.4733 15.8325 15.3893 18.1444 14.1528 13.9159 13.8906 14.3915 13.8303 14.6714
threshold=1.0000000180025095e-35 0.46192366645804389 1.3187279471247144 1.0000000180025095e-35 -0.87443011073371346 0.57306132806271448 0.3354836184127174 2.1589496738409495 -0.822672428520695 -0.48872766643197846 -0.24006441522973518 -0.13742372634827674 -0.056860963951310496 0.75803726877754418 1.6320925963150603 2.601209397783764 0.64533666577973869 2.2765290603293518 2.7070203555305263 -0.35950514493807501 -1.2438272541182263 1.1282120477717485 0.28729903589539019 -0.38209021429422135 1.6255934951528392 -0.075386645649120579 1.5450802026577388 -0.60622045881648068 -0.39213225951730596 -0.36124603107481074
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 -7 -3 -9 10 -4 12 -11 14 -13 16 18 -18 19 20 -6 25 -22 -24 -23 -21 27 -27 -29 -30
right_child=1 2 9 4 15 6 -8 8 -10 11 -12 13 -14 -15 -16 -17 17 -19 -20 21 22 24 23 -25 -26 26 -28 28 29 -31
leaf_value=0.00023899475844192314 -0.00022479301516832364 -0.0066789702638369352 0.015208457275716035 0.0045922263710689252 0.054361557862576231 0.057183051443634961 0.0060403537617684955 0.051933848731729841 0.0011080849855132501 -0.028595125573808979 -0.035913785332467342 0.057761932634873114 0.026799515091462028 -0.014682655966530726 -0.051284236296420149 -0.04365655512701061 -0.013235302335703884 0.066009756536780026 -0.054097365901248279 0.015620939150828645 0.0025902836496193345 -0.034524690907577579 -0.029198670456917927 0.0038562988668028003 0.061391584763480382 -0.042832883676466121 0.059983796824341754 -0.028476387446191798 0.032292437972277058 -0.0083446425440571233
leaf_count=252841 80559 18823 344 731 70 177 134 102 384 170 302 269 152 76 22 149 1498 27 66 1715 1169 233 679 343 21 151 48 181 215 280
internal_value=0 -0.0214729 -0.0660761 -0.0786132 0.00624891 0.310107 0.722567 -0.119956 0.252879 0.215159 -0.0916539 0.45676 0.023869 0.795167 1.0085 -0.0386816 -0.0253322 -0.229066 0.0308669 0.0436298 -0.0961473 0.149833 -0.137558 -0.34923 -0.471493 0.198557 -0.053457 -0.126903 0.0114257 0.21006
internal_count=361931 109090 28531 27196 7887 1042 311 19309 486 1335 646 689 322 367 291 6845 6696 1525 5171 5105 2261 2844 2191 1022 254 2590 875 827 676 495
shrinkage=0.05


Tree=5352
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1229 813 648 704 650 645 973 1443 580 566 518 416 588 553 1046 294 402 1374 732 1034 21 1060
split_gain=16.0337 13.9688 16.6386 21.6005 20.4179 36.2324 19.622 28.0112 30.7255 20.0739 19.8035 20.3369 18.2825 17.4379 17.502 17.2172 16.7882 16.7611 16.4391 16.9034 16.4033 16.3701 16.1251 16.1183 16.1154 16.1083 18.2881 16.3765 17.6919 20.3382
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 2.1641256470006294 1.8166789435549495 -1.1956137993399691 1.6923072129381651 1.0999280683389623 -0.3520936843062038 1.593744732512876 1.0000000180025095e-35 2.1059719136688364 1.0794040238867422 0.90571909922259353 0.71188872395471614 -0.70113916377037711 1.7490811357031759 0.16985015458546293 2.9541164636104842 -0.66177662735578835 3.2946899365908435 0.11467517756427571 -0.89074317784588486 0.45723879789392502
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 -6 9 -8 10 25 11 -9 13 14 23 24 -13 -5 19 -14 -3 -10 -21 -2 -7 26 27 -4 29 -29
right_child=1 20 3 17 5 15 7 8 21 -11 -12 16 18 -15 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.9049360386006395e-05 6.2450640466401783e-05 6.5158553804600965e-06 -4.341553829304505e-05 -7.1390105158552973e-05 -2.1067499360436408e-06 0.00027675179086412651 -9.2714244904450364e-05 -0.00026884934217250608 0.00066109339991581354 0.00010888324158982629 0.00022445130612851807 -3.4839624190951248e-05 1.8261622650828924e-05 9.3384051428123762e-05 -6.1091001774576554e-05 -9.0177767982094911e-05 8.228340694563432e-05 9.7034899096845728e-05 0.00039251064870976385 0.00042588021959124775 0.00015122714539076752 0.00019912204809180149 -0.00079102168339631755 -8.6992264868332409e-05 -0.00063779979962099223 -2.4251733016785358e-05 -0.00054710127917873203 -5.5515533180831598e-05 -0.00017177425538391806 0.00052491408173075522
leaf_count=29559 15424 17120 25528 82198 18652 4134 11003 2150 430 3837 2316 13658 4478 7761 24809 840 13094 3066 857 821 4398 1435 69 4964 85 52529 601 1882 13824 409
internal_value=0 -0.0156053 -0.0201758 -0.0293273 -0.0146188 0.0468131 -0.0259062 0.0166095 0.0499477 -0.04446 0.029919 0.0115052 0.0142082 0.000205159 -0.0182686 0.208722 0.0258951 -0.0644927 0.13167 0.0799932 0.037625 0.313808 0.357396 0.029521 0.262675 -0.0519133 -0.0877803 -0.0823213 -0.143459 0.0628474
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 98610 31218 28902 59183 52958 45197 5059 26752 85264 6225 5368 21518 1865 890 20388 4219 94773 42244 41643 16115 2291
shrinkage=0.000980392


Tree=5353
num_leaves=31
num_cat=0
split_feature=1430 1298 1022 712 395 1444 779 1454 1469 475 704 1383 843 900 288 1465 633 1463 501 353 695 352 75 341 215 130 563 209 658 769
split_gain=8.12506 14.5277 15.8941 17.4872 15.0388 16.5491 17.2886 16.116 15.2319 14.513 15.5266 15.7477 18.1108 14.7195 14.4676 15.1873 23.9909 21.3928 18.4912 16.6073 16.0019 15.9429 15.4866 15.1288 15.5122 15.6543 16.4254 15.0418 18.2774 14.8656
threshold=0.54622893720785959 1.0000000180025095e-35 0.67527595557081987 -1.5590971551374573 0.66415532897360485 0.61050815248025436 -0.65565304578073735 -0.98478334500156417 -1.3538714453306848 1.0000000180025095e-35 -0.609081700066052 0.19494101822595081 2.0054490827892364 -1.232828436339833 1.8234931649283312 -0.11446136896984163 -1.0457849797276111 1.4506528527885358 0.44014584752480296 0.87031742678005375 -0.063929285477781692 -0.73903650212473748 1.2103624324564026 1.0554935300312955 0.55675159141731945 1.0000000180025095e-35 -0.73150796126295548 1.8884574941485246 -0.76600303368020251 -0.49698194633020848
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -6 -9 10 -10 13 -13 -12 15 17 -17 18 22 23 -21 -22 27 24 -18 26 -26 -8 -29 -30
right_child=-2 -3 3 -5 7 6 14 8 9 -11 11 12 -14 -15 -16 16 19 -19 -20 20 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0019219446226506163 0.00084600054054018994 0.00027457270605343631 -0.027228453387327885 0.013620514240389126 -0.027104989011777603 0.0017587368520772238 -0.010996789436429892 0.028458135699186867 0.010324771345254318 -0.0030501679894956047 -0.025969002850254171 0.0048553044504323411 0.048225959189915235 -0.0015131645921316605 -0.033895139699259308 0.027172677219363353 -0.012104214176352964 0.022233179919219314 -0.03399677864270817 -0.0098146915624853018 0.093113378232642097 0.017844394488395001 -0.038679062905042354 -0.030267281093348843 -0.028995424065739739 -0.028265780577196128 0.043867394556875855 -0.060480872429348409 0.12761998666097266 0.024278278923613787
leaf_count=87294 85047 152207 167 1317 358 3263 3304 219 3209 8399 495 4086 100 5263 602 526 1704 244 1573 241 54 165 541 919 81 130 255 57 28 83
internal_value=0 -0.00886784 -0.0308963 0.195122 -0.0347763 -0.0504589 -0.150244 0.0190418 0.0261849 0.019119 0.0653376 0.0210812 0.122532 -0.0609546 -0.213101 -0.185004 -0.0537727 -0.295785 -0.346788 -0.137777 0.332666 0.807974 -0.242056 -0.221983 -0.111 0.318148 0.592777 -0.169795 0.67537 1.16314
internal_count=361931 276884 124677 1484 123193 101064 13770 22129 21771 21552 13153 9944 4186 5758 10507 9905 4075 5830 5586 3549 460 219 4013 3089 2170 466 336 3472 168 111
shrinkage=0.05


Tree=5354
num_leaves=31
num_cat=0
split_feature=800 272 1377 695 215 1394 154 154 565 906 357 1245 846 485 1469 1197 418 1313 10 633 763 1182 773 1389 71 843 318 350 897 759
split_gain=8.16955 11.5989 14.3546 13.0309 13.1031 13.1127 17.3388 18.283 14.6908 14.63 13.4608 12.7184 14.2975 13.0127 12.5479 13.3678 15.5898 16.9842 13.7271 12.9238 14.4489 13.6398 12.8713 16.9824 18.3937 17.18 15.988 14.9501 13.8491 15.9058
threshold=-0.57812715656594349 1.6568181847307961 -1.0606629817441902 1.5546628746306841 0.2895601152112896 0.93320064843153905 -0.7005012891807032 1.1181718896775308 1.1604233505739945 2.7964370608602196 -0.56101044377183518 0.048838786062320692 3.8366401777161667 -0.0024883811604851885 -1.3460032622719822 1.0000000180025095e-35 1.3920612532805436 -0.37325615746437973 -0.45120787609570651 2.5707574228319792 1.6049684695224786 -0.19740784887815888 0.67009232808558872 -0.17484838476812464 -0.32073304920195661 -0.19880847098184229 1.0000000180025095e-35 -0.96138525985169909 -0.10891277374248788 0.32632102161200632
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -7 10 9 -3 -8 12 14 -14 -4 16 18 -18 19 20 -16 -21 28 26 25 -25 -24 -28 29 -17
right_child=-2 3 11 -5 -6 6 7 -9 -10 -11 -12 -13 13 -15 15 22 17 -19 -20 21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0020401555741559321 -0.00039451935210873352 -0.0054401577496936242 -0.01979304892645339 0.015080609261231377 -0.039956894197554077 -0.013987346986344318 0.043373494229737103 -0.023842045310349776 -0.025774442484935142 0.048782206909106125 0.0079453477140287859 0.0041469210129627893 -0.066467025224061269 0.00023458026280034699 0.011322618312616 -0.00045248527352050299 0.010588598007411888 -0.023203489435457324 0.0018576285293916582 0.033205222080857522 0.086080838407583501 -0.045929674459413067 -0.017504125314146263 -0.048421210086277047 -0.039068507458276808 0.017627286643253842 -0.058861804121095075 0.017388187196664132 0.0031783833150999807 -0.013594111523333821
leaf_count=13761 289498 5947 348 551 223 438 354 156 659 76 299 23853 116 81 3658 4381 351 587 5385 39 33 100 416 83 414 174 37 471 7800 1642
internal_value=0 0.0199282 0.0292348 -0.0727549 -0.101122 -0.0846645 0.153516 0.362564 -0.13407 -0.0923358 0.531239 0.0460071 0.0110763 -0.685642 0.0151265 0.0211874 0.0860474 -0.213548 0.112905 0.214819 0.239784 -0.468026 -0.0203304 -0.212132 -0.487632 -0.0081025 -0.0155854 0.245543 0.00184111 -0.0808543
internal_count=361931 72433 63730 8703 8152 7929 1247 809 6682 6023 653 49969 26116 197 25919 25571 10153 938 9215 3830 3691 139 15418 1595 671 257 924 508 13823 6023
shrinkage=0.05


Tree=5355
num_leaves=31
num_cat=0
split_feature=139 836 428 572 432 363 775 621 487 690 279 274 832 555 1049 635 491 690 1055 419 1124 349 431 897 760 1117 1050 705 1262 1100
split_gain=8.11613 12.8058 13.8148 13.2291 12.2043 12.0546 16.6455 15.7793 14.1405 12.0427 18.0464 15.2283 14.4748 14.5999 14.2934 13.6921 13.6138 13.5451 14.0426 14.1494 13.8818 13.5166 13.3078 13.2197 13.188 17.7532 12.7054 12.9396 12.3918 13.848
threshold=1.7766219387338655 0.29045876708908785 0.75087671796529831 2.2702730859148512 -1.2753901595275716 -0.44037750508608725 0.44604928665079396 1.3025739582118827 -1.0598360728363778 0.52375386964373727 -1.4630354683800262 0.29313659907693801 -0.17190671949398448 -0.0042595682603761243 -0.79168385318974843 -0.54064499657147769 2.4031437042839796 1.0171012932861687 -0.20738304327493576 0.4241618322688348 0.96443866957131652 1.0905178985758861 2.0980910667832968 -0.052757693802419105 1.2609223496016206 -1.7617919434392675 -0.58181054049222913 0.98430950289438124 -0.23652598701949354 0.46785215589125484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 -3 6 7 8 -4 24 15 12 13 -12 -15 -11 22 18 19 -13 -19 26 -14 -20 -2 -26 -16 -28 -17 -30
right_child=1 2 5 -5 -6 -7 -8 -9 -10 10 11 17 16 14 21 28 -18 20 23 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=4.7334553815015932e-05 0.0038794388212325887 0.051117738395106666 0.053740784296815183 0.026726789191190637 -0.0055412045170030282 -0.026120141357265533 -0.040922211070482384 0.081182731124229218 -0.0086467696260226646 -0.0070827240572141599 -0.014415197993708856 -0.029836713792008314 -0.025927070503392283 0.050261282647094854 -0.055170050959809307 -0.0024239232949865193 0.067212828731174373 -0.025554905844337783 0.099409118443853417 0.047196467790847421 0.070020329353258845 0.059294618890282647 0.032464150367925 0.02060827586385414 0.065806475684932406 -0.010063555090631306 -0.009535564376135652 0.046186251540973326 0.059215871856225046 0.18963269497091129
leaf_count=338958 9337 45 57 231 5892 906 140 33 372 190 830 76 1659 107 65 48 20 161 43 44 23 40 90 58 79 2041 257 62 47 20
internal_value=0 -0.0487616 -0.131122 -0.0769302 -0.09921 -0.33945 -0.0786075 0.13745 0.00571859 -0.00405707 -0.131019 -0.176152 -0.247277 -0.0698501 0.224348 0.581557 -0.428974 0.229575 0.5826 0.0636394 -0.25789 0.0352599 -0.463583 1.17534 0.0380175 -0.158805 -0.115476 0.071169 1.14799 1.70055
internal_count=361931 22973 7676 6168 5937 1508 602 462 429 15297 3840 3535 3130 1361 531 305 1769 405 221 120 184 424 1749 101 11457 2120 384 319 115 67
shrinkage=0.05


Tree=5356
num_leaves=31
num_cat=0
split_feature=821 1443 407 795 712 566 1030 706 1465 652 920 564 854 797 820 936 482 636 1020 211 785 539 568 54 746 969 779 765 980 1242
split_gain=14.6935 19.3682 16.9162 18.3721 21.1775 28.5212 28.9527 23.707 21.4309 20.1397 18.9108 18.9329 18.7925 52.5835 20.688 18.2996 20.3949 23.6967 20.2152 22.1422 17.945 22.2922 34.5966 18.571 17.8823 20.2924 17.7535 17.642 17.7683 17.6408
threshold=-1.0305144854359449 1.593744732512876 -1.2965003005540392 -0.29258408639884992 1.0000000180025095e-35 1.6668163271194893 2.7042904249467168 1.6846785363603172 0.56487967955244278 -0.98896428961744431 -0.83967173534858641 -0.4811775615237513 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.30310323293594316 1.1507662600995168 1.1888031319836356 1.3028993738884604 -0.73648451921285307 -0.86283290253235112 0.6695026854463163 -0.15717556185140683 2.0367191565872536 2.6418189434053163 1.7289389097418837 3.2755819793892029 -0.052397386642574921 2.9432116552911718 -0.38573668143170348
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 9 26 -8 -6 11 -11 13 -5 15 24 -17 18 -18 -20 -12 23 -23 29 27 -26 -4 28 -14 -22
right_child=1 -3 3 12 5 -7 8 -9 -10 10 20 -13 14 -15 -16 16 17 -19 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.7889883659100187e-05 -5.8355858752220829e-05 -6.2013865450421645e-05 -3.4496288767842391e-05 -5.2392412602951489e-05 0.00015508067954227498 0.00023767982147626006 -0.00043027480717411766 0.00014267910831476305 0.00028686780272682333 -9.5585592869844947e-05 0.00010089596673883096 0.00028085671844151235 -4.2273127374359439e-05 0.00025130114273363313 3.0286564538028973e-05 -0.00012004983542376694 6.460664135250539e-05 0.00055696778491871922 0.00062004825005288595 -0.0013262826962807475 -0.00011130884122951698 -9.1337455861183135e-05 0.00024851751125180805 -0.00027515285045682321 -0.00024747852224655495 0.00063270077175967888 0.00025728757783917731 3.6114031366155109e-05 -0.00071959018924374122 2.3315125710817267e-05
leaf_count=94827 25850 29663 35109 6505 7676 3750 1523 4933 282 822 10835 2561 25311 4193 31471 19347 1437 433 34 113 7443 2046 2937 1654 1986 105 1056 23635 190 14204
internal_value=0 -0.00133394 0.00496819 0.010791 0.0337434 0.0617673 0.0475654 -0.00621593 -0.290334 0.0558796 0.0363073 0.193645 -0.00858203 0.0782659 -0.0182395 -0.0391223 -0.0977282 0.115409 -0.0147089 -0.817277 0.0220715 -0.00659837 0.114613 -0.0387759 -0.0170546 -0.203591 -0.0262559 -0.00772834 -0.0481666 -0.0217766
internal_count=361931 267104 237441 211591 96831 55733 51983 41098 1805 50178 42502 3383 114760 10698 104062 72591 21364 2017 1584 147 39119 28284 4983 23301 51227 2091 36165 49136 25501 21647
shrinkage=0.000980392


Tree=5357
num_leaves=31
num_cat=0
split_feature=785 516 789 451 506 564 515 921 728 651 713 689 513 583 581 911 485 904 776 553 830 694 1323 350 1469 338 192 701 647 764
split_gain=17.6495 12.8713 22.291 19.9627 42.3461 23.3092 19.595 18.1134 32.6406 31.2035 28.1682 27.3694 26.7282 41.1338 26.7057 31.2142 25.4511 23.7833 22.4125 22.0581 20.9507 19.3199 19.1696 18.2422 18.6897 17.9282 18.7112 17.8414 17.7618 17.7557
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.0525743831388839 -1.3163276726681863 1.1107569744011787 1.0000000180025095e-35 -0.4288425582216272 1.0454229551509682 -0.55326332990463356 1.0000000180025095e-35 0.77693903076620996 0.45070472514229032 0.95245965636413243 2.5659293755304176 -0.094457554860397655 1.8759508015093831 1.702568588799207 0.45547451077771667 -0.26875638622281922 -0.65753724463548624 0.84835182578422852 2.0337458187704693 -1.2451390148436692 -0.87782724458594241 0.90843239084688954
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 5 -5 6 -2 8 9 11 -9 25 17 -14 15 27 22 19 20 -10 -12 23 -13 -18 -25 -3 -27 -15 -17 -30
right_child=1 2 -4 4 -6 -7 -8 10 12 -11 18 16 13 14 -16 28 21 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=4.2005209256437138e-05 -5.2440336462725471e-05 -0.0001053447975360086 -6.7896991844500061e-05 0.00028099145755942071 -2.2983939050155289e-05 -0.00014897211889372991 2.1819679870880794e-05 -0.00011751214643148599 7.3062441213825894e-06 -0.0001597560194892619 8.1867390271357692e-05 1.314779909016379e-06 -9.405311992044364e-05 -0.00035547539007364136 1.8880574157106322e-05 0.00063841359544918681 0.00018904781779974247 -0.00012453805507063484 -0.00066269934913623998 -7.3980386193824431e-05 0.00035931205018101866 0.00010536907365513989 0.00025801650123007959 0.00076394411064003491 0.00033497170441443199 0.00020669382694033018 -0.00052848858745026793 0.00028015142440075729 -8.589235682634904e-06 -0.00055590401957253085
leaf_count=29559 86094 4360 23724 2736 10940 11199 29310 3563 46516 2539 18324 6081 7410 228 10065 134 1819 18499 260 31184 1373 2730 1809 620 1295 1788 180 5821 1459 312
internal_value=0 -0.0153572 -0.00355253 -0.0343602 0.0517738 -0.0449017 -0.0337859 0.0060335 -0.00416129 0.0723917 0.0635587 0.10125 -0.0204127 0.0413588 0.0979742 0.188521 0.155474 -0.040406 0.096587 -0.0236133 0.10395 0.255637 0.0660892 0.352909 0.493727 -0.0220842 0.145952 0.264196 -0.0481973 -0.108364
internal_count=361931 332372 192093 140279 13676 126603 115404 168369 144849 23221 23520 20682 121628 25429 18019 7954 14354 96199 19957 77700 19697 6464 7890 3734 1915 6328 1968 6049 1905 1771
shrinkage=0.000980392


Tree=5358
num_leaves=31
num_cat=0
split_feature=1290 1455 337 1313 1264 357 347 5 1211 1452 1451 1188 627 678 1248 1450 1462 417 208 560 1082 358 294 53 972 6 1466 846 291 1452
split_gain=8.12413 12.5136 19.8901 17.0367 16.4067 16.1603 14.5934 13.7706 15.7516 15.6009 16.7013 18.8895 18.3053 18.7007 15.4446 15.1743 17.1841 16.5773 14.7062 14.3354 19.0382 14.6708 15.1095 13.9624 13.9149 13.8213 13.8133 17.8725 13.7907 17.0354
threshold=1.8124611990991408 1.3837091346444212 1.0000000180025095e-35 -0.13017626420075554 1.0000000180025095e-35 -0.57424619805736776 0.47772892807091066 -0.61092482813849558 2.2247717691110709 -0.26473590630216964 -0.48113144465581253 0.97837187619183508 -1.0102828252090532 2.2630177386489128 1.6337127214562746 0.2851047416766056 -0.17304642961820091 -1.8187447262782264 -1.0443586467182808 0.9916469008219172 0.54210842497312506 1.10707550764477 -0.4178091322058311 2.6232672237782171 2.6236800289860174 0.40524176466019762 -0.20602820413502526 -0.0062170437270031966 -0.1484637395408864 2.8893417731171369
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 5 4 -4 -3 -7 8 18 10 11 19 -12 15 25 16 17 -14 -2 20 21 -9 -23 -18 -20 -10 27 -17 29 -11
right_child=1 2 3 -5 -6 6 -8 9 14 28 12 -13 13 -15 -16 26 23 -19 24 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.9815552188212291e-05 -0.029653202384175334 0.019193968764317521 -0.01260757164422213 0.049813589537456238 0.045699833228794999 -0.029368819322152347 0.011226832170276708 0.027565065960666664 -0.027193420724429873 -0.0012646206624888591 -0.030201656450943845 -0.014286410807468765 0.11939179975274342 -0.059481020587100246 0.062240533272561342 0.015270085522284893 -0.0082528522401281394 0.012524712272360392 -0.010437900691566075 -0.0079435467114424441 -0.0071565776733297313 0.031148884770229437 -0.041547285880098969 0.071765176724735341 0.013761800586771232 0.048932347003501776 -0.039677098554310911 -0.0374398274883882 -0.011126736123855549 0.047941767294319072
leaf_count=341281 669 295 219 221 90 393 184 1487 141 2743 495 407 22 73 78 285 1219 1558 4613 375 374 81 135 36 444 47 257 167 3447 95
internal_value=0 -0.0517015 0.164859 0.52086 0.146754 -0.0624023 -0.303721 -0.0701828 -0.180095 -0.0266916 0.0554417 0.197372 -0.0524507 0.00110931 0.420912 0.028917 0.111651 0.281521 -0.212185 0.280384 0.361577 0.472768 -0.19921 -0.117278 -0.162385 -0.0319104 -0.303416 -0.0472208 -0.118718 0.0177497
internal_count=361931 20650 1402 530 309 872 577 19248 5992 13256 6971 2859 4112 3617 266 3544 2835 1580 5726 2452 2077 1703 216 1255 5057 188 709 452 6285 2838
shrinkage=0.05


Tree=5359
num_leaves=31
num_cat=0
split_feature=785 561 312 628 1122 1051 264 1044 365 282 637 290 87 759 910 1260 761 1395 158 759 899 274 986 701 428 1 915 1174 156 700
split_gain=15.557 13.5681 14.6531 14.2888 14.3403 17.028 14.6908 14.3718 18.0399 17.9634 14.2125 20.2309 15.9751 18.0743 17.1135 15.8061 15.3018 15.1212 14.7353 14.6812 15.9424 14.5073 14.2438 14.4692 19.1786 15.9228 16.2532 18.1708 17.1443 17.4886
threshold=-0.86283290253235112 0.3443152153175571 2.2039299641339203 1.7569366058861944 2.045147902746296 -0.14347685985890762 0.38646845251715672 0.54568109461883274 0.48506693836625675 -0.27234299527713396 1.2140484365030797 -0.62315456535792035 0.7549029715179657 1.8101196029755922 -0.45137203298377454 3.9555853394308982 2.4130835502434373 -0.66847678675708744 0.76316542863210779 -1.0787912713459344 0.41716744672121647 1.0000000180025095e-35 -0.41775325418277209 -2.0144150457208192 -1.2609531866634958 0.14060148230820743 2.0502917455158411 0.83653864443341286 -0.68744014070508508 -0.64286796093219911
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 6 -6 7 -4 -9 -10 16 12 13 14 -12 -13 22 -18 21 -19 -21 -15 23 24 -3 -25 27 -27 29 -29
right_child=1 2 3 -5 5 -7 -8 8 9 -11 11 15 -14 18 -16 -17 17 19 -20 20 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=3.8754388809389533e-05 -5.6132263613252633e-06 -0.00034587255265031456 7.7612273940872036e-05 -0.00038607171161818705 0.0011365189831969707 2.8400348004256362e-05 0.00026244598578026605 -0.00042404120461266628 -0.00074623654946431091 0.00058671033548112004 -0.00023863077546415606 -0.00022945321540492096 -0.00050136419826064197 -3.8036759428543893e-06 0.00018697213940975532 0.00091591579459516495 -0.00016945215941199977 -4.9558408659795411e-05 0.0025130607708073491 0.00015740207451006089 0.00073720577017200484 0.00157800024579809 -7.2030756785114501e-05 1.7816921451579136e-05 0.00048409770272986324 -0.00013518883727506228 -0.00056209212073598874 -0.00015302521826132708 4.0042394170125046e-06 0.00092038079337949062
leaf_count=29559 231831 318 2814 412 135 147 1191 821 85 233 1223 6618 492 129 1741 71 607 532 30 544 437 41 48494 23018 686 7223 659 155 1408 277
internal_value=0 -0.0151382 -0.0402637 0.0699148 0.0974136 0.602739 0.0705868 -0.00361041 -0.241521 0.259874 -0.0487697 -0.141198 0.0294965 0.0918211 0.0361303 -0.220606 -0.0381758 0.16249 0.855594 0.284617 0.446452 0.556799 -0.0440316 -0.00579318 0.299265 -0.0144108 -0.105704 -0.0810182 0.157876 0.591358
internal_count=361931 332372 100541 5838 5426 282 5144 3953 1139 318 94703 10345 3656 3164 2964 6689 84358 2120 200 1513 981 170 82238 33744 1004 32740 9722 9063 1840 432
shrinkage=0.000980392


Tree=5360
num_leaves=31
num_cat=0
split_feature=1362 1048 701 1389 548 1316 1244 1465 917 439 500 158 425 912 1108 218 306 353 365 1041 976 1451 621 288 763 1187 293 1447 1039 143
split_gain=8.19014 11.6514 16.4756 15.2024 14.4981 18.7734 18.5943 18.5443 14.4784 14.4282 14.1197 14.8627 13.7203 13.6732 18.745 13.5898 13.5067 14.1252 13.2534 12.8076 15.4282 16.8345 15.4857 14.5357 13.5671 12.7953 12.431 12.1809 14.9702 12.1164
threshold=1.0087403405179345 1.1287352864346876 2.2977172634136811 -0.76525058819862901 -0.40317080334297789 -0.55856707635356884 1.7862669224269641 -0.40063595989598516 1.8382874693273223 -0.9313969226050508 0.066850252671594321 1.2770189884131222 1.2590682904077855 0.39893655201332251 -1.0791198644716722 3.4799190490349763 1.0000000180025095e-35 1.3194373705250924 -0.55446251559178628 0.25764308910054756 1.6746065935126893 0.055224759203055744 -0.45642166856919048 1.2575833844206472 0.8255838812420625 -0.33447155026117775 -0.11327644472871455 -0.24955227496289575 -0.27682020383694678 2.1079113614773388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 13 5 7 29 -5 10 -9 11 19 16 -3 -15 -2 17 -11 -4 23 21 24 -22 27 26 -8 -21 28 -7 -6
right_child=1 2 18 4 6 8 25 9 -10 12 -12 -13 -14 14 -16 -17 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00011352403097232883 -0.00077520051653861123 -0.026930354059801653 -0.033036553358078584 -0.029868032008452752 -0.019270442578015107 0.014167014926764702 -0.0090437957741325917 -0.041562685637512531 -0.052961348480747641 0.039473840328709937 -0.0058581113180993282 -0.024871166105337471 -0.060629767722800793 0.097229848739709565 -0.0068272102040651513 -0.051722408977833825 -0.009238598026937753 -0.045425376475648614 0.065659787486573112 -0.02162212738120373 0.0040802169365973025 -0.030273547312888477 0.12367859198374975 -0.02649377737506043 0.062846958721004875 0.093519214419994445 0.02947566582023825 0.07338273722759979 0.064728743376176553 0.028847755230574885
leaf_count=306616 48446 1071 40 536 1981 275 53 128 71 248 596 124 46 20 282 147 205 35 77 140 28 163 25 56 62 35 138 89 103 95
internal_value=0 -0.0322224 -0.132386 -0.149568 -0.0864506 0.0107444 -0.275596 -0.236354 0.156589 0.0293215 0.19294 0.33609 0.179847 -0.391867 0.0617144 -0.0174511 0.283786 0.610557 0.815042 0.418028 0.164695 0.0269841 1.29151 0.673182 0.327419 0.928179 0.0844169 0.795577 0.593296 -0.3333
internal_count=361931 55315 6722 6605 5232 3068 2164 1198 1870 662 1799 1203 534 1373 302 48593 488 283 117 1079 556 503 53 523 340 88 278 467 378 2076
shrinkage=0.05


Tree=5361
num_leaves=31
num_cat=0
split_feature=859 363 146 78 974 966 657 705 771 30 1049 139 789 503 1385 766 1450 220 966 555 1324 970 263 86 1321 552 897 151 6 1317
split_gain=8.12241 15.2647 14.5399 20.713 16.2439 16.9012 17.5824 20.0833 19.7103 16.386 15.5469 16.8794 16.8288 16 19.2247 17.8001 17.238 17.085 16.3321 15.7108 15.4629 16.4142 15.4123 15.2634 17.0215 15.7219 15.2365 15.1817 14.7718 16.3527
threshold=-0.54135187694831066 -1.0947813320399771 0.29067092303777781 -1.2071769538383761 0.10309545345273839 0.57090555629560535 1.0000000180025095e-35 1.4811233430041424 -0.50239292054647577 2.1036593115258833 1.261689008203277 1.8687407354571077 2.1947927481295069 -0.13631386258731823 2.2922450506314731 1.0970844756524005 -0.34557539116087493 -1.188970017226507 -1.0456769566597022 0.6750869171255176 -0.97053145161272647 0.027084038145595592 1.0000000180025095e-35 -1.0476811167766258 1.9989782431135272 -0.48147289975318969 -0.56938442925105193 0.88497339471395531 -0.65282970443097055 -0.58566018840912182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 28 9 -9 -8 11 13 20 14 16 17 -5 -15 19 -19 -12 23 -7 25 -25 -22 -23 -11 29 -3
right_child=-2 2 3 10 -6 22 7 8 -10 27 12 -13 -14 15 -16 -17 -18 18 -20 -21 21 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.01132424783330211 -0.00050768932927007667 -0.0030702948794283555 -0.0081984863223306375 0.0019677077531635237 -0.0023800977159641888 -0.0071222817817116037 0.0044157879481121097 0.052241837518883463 0.0055759898044353048 0.018334324144888791 -0.020664471125532935 -0.011448316939058949 -0.030362821219723654 -0.014173038327047596 0.024466247652110629 -0.0090500899333638123 0.0088210221195162523 -0.0023917161085817464 0.0054789561829361793 -0.038329116399313169 -0.01376248195980017 -0.0092360235188807746 0.0012613988023685452 -0.010379518163957498 0.045281686592124393 0.039021387341814991 0.017838078238073405 0.078665570018003159 -0.0007797998347434564 0.010382230198221397
leaf_count=1679 244749 2282 2318 8313 28121 6699 8076 207 213 371 523 974 294 924 693 2121 10012 821 9808 250 117 370 6054 1816 63 152 926 48 18646 4291
internal_value=0 0.0138933 0.0168757 0.0508628 -0.00346548 0.0245071 0.052744 0.140592 0.598013 0.113798 0.0631067 0.0796773 -0.0628309 0.0879841 0.128715 0.0267123 0.114872 0.0601866 0.0827366 -0.211342 -0.0271473 0.0221096 -0.0498175 -0.0949398 -0.166943 0.376007 0.216608 0.529216 0.0184489 0.121821
internal_count=361931 117182 115503 40495 75008 46887 34134 8915 420 8495 38177 33916 4261 32942 19018 13924 18325 11803 10879 1071 3967 3444 12753 2148 1879 269 1296 419 25219 6573
shrinkage=0.05


Tree=5362
num_leaves=31
num_cat=0
split_feature=785 519 713 650 645 921 783 645 659 657 518 695 924 833 1368 460 1457 10 1452 842 564 1459 699 1463 1458 1041 1456 1462 1449 1122
split_gain=13.4948 12.1748 16.4843 20.7222 21.4572 19.0929 41.216 19.3205 18.9671 17.8296 17.6055 17.2961 19.8319 18.5878 17.3537 18.5364 17.3426 16.7405 17.1975 18.2745 16.7935 16.7269 21.5706 20.9257 21.0791 19.3948 19.3366 18.8732 18.7415 18.4915
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.6923072129381651 0.66777575187080795 1.0525743831388839 1.1155635910225459 0.66777575187080795 2.2359170208873898 -0.80522708219444705 1.0794040238867422 2.1097569808217282 1.8999064755685127 -0.80201290801470704 0.70892277612114496 4.3297121247051882 3.1272900881009673 -0.23034647385973939 0.87536296575290062 0.68527619142772489 0.21241405573474154 -0.32303709040653633 3.0911051050642997 0.093599294775546141 -0.48054573248838922 0.75765766419251124 0.74049508400456954 0.70247026920229116 1.1079199123424177 0.046189418854665792
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 9 -7 -8 -2 -4 -5 12 14 -14 21 16 -16 -13 19 -19 -20 22 23 27 26 -26 -25 -11 -29 -23
right_child=1 -3 5 10 -6 6 7 -9 -10 11 -12 17 13 -15 15 -17 -18 18 20 -21 -22 29 -24 24 25 -27 -28 28 -30 -31
leaf_value=3.822665184594389e-05 -3.4709890887771556e-05 3.7063515870113561e-05 -8.8065915227981175e-05 9.0187524897452606e-05 9.4716297737242839e-05 -1.6750047636195184e-05 0.00010525000554268317 0.00036791443686220022 0.00015579220238568791 -9.1330581476152596e-05 0.00042073780615220637 -4.8019732419794507e-05 0.00028206492763146437 3.0453363015077001e-05 8.232433632411183e-06 0.0017475973263377216 0.00050503077489532581 -0.00028072840110791869 0.00055180758578813271 -0.00085109200870086849 -0.00071590747813855317 6.3343395866184322e-06 0.00041645809805634926 -7.0661670616627666e-05 -2.0193980612465693e-06 0.00023767438128053791 -0.00045883099218967848 -0.00034777136295226202 2.5742666134433318e-05 -8.0953513447381517e-05
leaf_count=29559 37313 21518 36644 5128 9620 28088 4982 1756 3017 35372 826 3128 1984 11704 35319 42 306 1723 236 463 95 49376 513 5143 8783 2372 939 3646 858 21478
internal_value=0 -0.0119568 -0.0162312 0.0193861 0.00385975 -0.0250112 0.025316 0.177253 -0.0210239 -0.0339825 0.147417 -0.0250867 -0.0210314 0.0648938 -0.0287062 0.0149911 0.0134574 -0.162854 -0.328922 -0.41739 0.210915 -0.0430913 -0.0752789 -0.0800274 -0.010953 0.049265 -0.129668 -0.113694 -0.2656 -0.018071
internal_count=361931 332372 310854 55904 49950 254950 34826 6738 40330 220124 5954 183480 177835 13688 164147 35667 35625 5645 2517 2186 331 128480 57626 57113 17237 11155 6082 39876 4504 70854
shrinkage=0.000980392


Tree=5363
num_leaves=31
num_cat=0
split_feature=785 713 1183 1260 513 1045 147 830 430 365 972 286 1393 1311 1393 1324 1458 1293 362 286 1104 1184 1470 154 898 973 421 838 27 21
split_gain=8.12025 9.93774 10.2073 12.1271 11.0484 12.5548 11.036 12.2209 15.5744 11.4259 11.2199 10.7397 10.4429 10.3579 11.5729 13.1978 12.1502 10.9783 10.5168 10.1864 10.4021 13.1111 10.0984 10.0611 10.0041 10.778 10.8172 10.7339 9.70352 9.64203
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.027857383925236887 2.0012716013926708 1.0000000180025095e-35 -1.1139537144452485 -1.17040043661696 -0.44037552605686531 -1.2369097968503453 -0.24008868878995887 0.59095183554968822 -0.60145012575493251 0.51253412830951073 -0.17339895897636179 0.80948564558966374 0.66058486594431753 -0.6420356832362869 1.0000000180025095e-35 -0.58206368759796456 -0.4308060016924819 -0.064726784126694734 -0.21606718079554818 -0.15615651347390749 -0.22978587818210147 -0.21936848889758331 -0.3520936843062038 -0.15156368623654784 0.43924779532088359 1.0000000180025095e-35 -0.13431221002227373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 12 -7 -8 -9 11 -11 -10 -1 14 15 24 -17 -16 -15 -13 21 -21 -23 -5 27 26 -26 -4 -6 -2
right_child=29 -3 13 23 28 6 7 8 9 10 -12 19 -14 18 17 16 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.054843303489663722 0.00039133878619999267 0.002367090459589806 0.007402472500150744 -0.016959754679244241 -0.037218731359735233 0.027609649781433161 -0.037720471350263199 0.062837493651769813 -0.033126718255332303 -0.046872273777977563 0.0087453148068994766 0.069404572866326328 -0.03361319157001235 -0.030048140219461346 -0.05922491702575982 -0.037864352968419356 0.062947574895402036 0.024039736701549727 0.0024976518678731245 -0.034157771128977048 -0.024141961982172666 -0.010901537336920057 0.0960551170005597 0.059923125462265026 0.050527339357440595 -0.042490695803365695 -0.05000991668053676 0.066620107343144483 -0.00049843226679199186 -0.00091114075795602439
leaf_count=67 173725 26415 141 44 428 77 301 45 81 199 76 35 35 219 69 20 114 40 532 34 81 22 27 50 41 133 32 57 144 158647
internal_value=0 0.0340801 -0.0978462 -0.221341 -0.273069 -0.12917 -0.216609 -0.304537 -0.119111 -0.228226 -0.607638 0.0850828 0.662886 0.061462 0.288942 0.429223 1.00785 -0.487334 -0.139513 0.357949 0.101566 0.677923 1.29747 0.580805 0.175817 -0.273939 0.403492 0.53117 -0.552713 -0.00557264
internal_count=361931 29559 3144 1746 1652 1080 978 901 600 555 275 280 102 1398 647 538 134 109 751 199 164 83 49 94 404 206 73 198 572 332372
shrinkage=0.05


Tree=5364
num_leaves=31
num_cat=0
split_feature=184 746 708 1252 706 503 661 644 1461 13 75 1327 1391 564 79 1120 834 629 768 769 1179 1385 1191 564 1189 1255 858 484 1255 1321
split_gain=8.10971 13.8863 13.7706 16.0306 15.0006 16.4956 16.0016 14.9006 15.5271 22.6031 21.4436 15.929 14.3592 14.8319 13.8553 13.8228 13.3865 13.2374 17.6499 15.5067 17.1474 15.6924 15.1727 16.1706 15.137 14.7424 16.2846 13.9893 14.4589 13.8876
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.7703544864701396 -0.5034894380481848 -0.14622902231931789 1.8610980194857565 -0.59275567010655072 -0.8605795630867018 0.53704323757840622 -0.9616499595673208 0.75494155411420771 0.33891429161516545 2.4476847910476711 2.2142969700021453 -0.2259124758038428 -1.6926702708073769 0.56415811674477179 0.54420880338000865 -0.19952641630709647 0.43572565976923389 -1.3272945854409006 2.2922450506314731 1.5605707693293467 0.47538718076165826 -0.20994081952616836 -0.98728366557179503 0.55350330389352487 1.4135658562947182 0.3443554174001352 0.36958141894587854
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 7 -4 5 -5 -6 8 -3 14 -11 -12 13 15 -10 16 -8 18 -2 20 -19 -22 -20 25 -25 -24 -27 28 -28 -26
right_child=1 2 3 4 6 -7 12 -9 9 10 11 -13 -14 -15 -16 -17 -18 19 22 -21 21 -23 23 24 29 26 27 -29 -30 -31
leaf_value=0.00030849932739377794 -0.0011130956975184418 -0.011633421282799442 0.0025614851300438898 -0.0017043458126501981 -0.038970527889007033 -0.023487751566261567 -0.014766684099515641 0.0014950639411064461 0.012033506486485795 -0.012324417464087576 0.091029342948144271 -0.020816365915324691 0.088377399420507485 0.039220824478755634 0.10237918333679159 -0.015079443096384322 0.11286764948650417 -0.02652756311310181 -0.0074975559440877667 0.0069624280634452669 -0.0018693479061320018 0.027985494281772473 0.025549110701891028 -0.0073957188553044166 0.0092752034172609611 -0.016427483813103046 -0.032422966474306598 0.091003528940599029 0.035393985138399052 0.063727810468520649
leaf_count=225587 25089 2383 4748 7153 392 664 31 52007 47 362 45 24 25 77 43 2457 24 608 23855 4864 8103 284 530 232 163 1643 121 41 131 198
internal_value=0 -0.0179885 0.00355812 -0.0617715 -0.117291 -0.0652503 -0.285526 0.0207228 -0.146209 0.208113 -0.0100629 1.09323 -0.205485 -0.226378 1.25017 -0.268949 1.01145 -0.0489226 -0.0712965 0.0202463 -0.0420837 -0.0164971 -0.12699 0.0913748 0.5007 -0.0458331 -0.168613 0.407674 0.14962 0.823561
internal_count=361931 136344 70482 15571 10823 7817 3006 54911 2904 521 431 69 2614 2589 90 2512 55 65862 52003 13859 8995 8387 26914 3059 593 2466 1936 293 252 361
shrinkage=0.05


Tree=5365
num_leaves=31
num_cat=0
split_feature=51 1041 1312 1116 774 293 325 326 1203 415 1320 1272 1188 557 907 1391 1325 1182 1387 1046 64 701 207 17 289 831 363 1239 1383 1182
split_gain=8.06329 13.848 13.6719 15.9061 19.2081 17.0221 14.8126 21.5899 16.9471 16.8048 16.175 16.0968 19.916 15.5729 15.2589 22.552 18.3459 14.8998 14.7405 14.5257 14.4356 14.1281 15.6712 14.028 17.5498 14.5166 15.4313 14.2085 13.9664 13.9644
threshold=1.0000000180025095e-35 -1.2814642748544032 -0.62107441382575546 -1.0113116034050897 0.12996399120657123 1.4144418063833932 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.9398715396017614 -1.1740571138980409 1.0425293070791588 -0.23707166218264594 -0.84838838780563863 1.1564199052566662 0.28799007455407022 0.21533975376914399 0.50525654605658266 -0.23694988200164008 0.66847178631200221 2.7377570030873941 0.30387938746678206 -0.99756165492210369 -0.43058506519453082 -1.0512538647466487 0.13872070469687481 1.1233432674607082 0.29945261970662396 -1.4834417553152 -0.092412019749979132
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 11 9 10 -8 -9 20 28 -10 19 16 -16 23 -17 -14 -4 22 -12 27 25 26 -25 -15 -13 -7
right_child=1 2 6 -5 -6 29 7 8 13 -11 21 12 14 17 15 18 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00032649088943842918 -0.0065295885676207623 -0.0032265527547153936 -0.00058986409458325003 0.0024853725788975102 -0.016906011515074842 0.04603781853421271 -0.0083461261436086741 0.019585744226707415 -0.0070301914686487985 0.011304649350420764 0.0037369636750217566 -0.036720402143797612 0.011844311679012223 0.013133740122141902 0.061090045331866141 0.024981874880641748 0.0051659703645711985 -0.017057678242116008 -0.037979556820907985 -0.0070385476028221082 -0.012939574442136776 0.00052877046012991195 -0.01094041375358285 0.054578694231593262 0.0085548610326140456 0.0079063443862193699 -0.034297336112165198 -0.006525234017960172 -0.00030875720550880458 -0.0016937328213709004
leaf_count=223819 8890 3033 48044 29267 1820 220 17102 414 1748 1182 1465 211 2241 723 222 99 108 389 96 696 2014 4692 5996 270 2740 219 47 1377 2568 219
internal_value=0 -0.0172888 -0.0116917 0.0296028 -0.107098 0.00494833 -0.0276027 -0.0683933 -0.0187462 -0.146192 -0.0768838 -0.00342685 0.105453 0.0666833 0.215512 0.560234 0.893078 0.121054 -0.0657253 0.151297 -0.0191027 -0.0938843 -0.162913 0.150503 0.244711 0.627211 0.934854 0.00580562 -0.0470048 0.495235
internal_count=361931 138112 129222 34559 5292 3472 94663 38364 20080 18284 12567 56299 6241 7513 3462 525 330 5765 195 2937 50058 12153 7461 5376 3276 536 317 2100 2779 439
shrinkage=0.05


Tree=5366
num_leaves=31
num_cat=0
split_feature=785 519 713 507 938 803 666 609 850 689 402 646 1451 876 959 363 765 840 839 859 1111 795 195 326 35 914 927 350 980 773
split_gain=16.1519 13.4174 19.9806 22.6375 19.3892 20.8221 28.9381 33.5384 21.813 18.9993 18.5114 19.1608 18.4797 18.2889 19.5226 18.1742 17.8992 17.6381 17.5158 17.1931 16.8255 16.5575 19.2221 17.3494 18.3281 16.2539 16.2112 16.1526 16.1291 18.3272
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 1.9682860324222273 0.45873907618427312 1.6285028476148826 -0.71655674043578599 0.86385367930994306 1.0000000180025095e-35 0.99988622835687535 2.5044731587832345 1.0000000180025095e-35 -0.37718676718711608 -1.0947813320399771 1.2463807566645893 -0.058441951155557954 2.778493016390716 -0.54135187694831066 1.8910022628952046 0.73593705410083743 2.0820612608632372 1.6390506412245707 1.0706322206965084 -1.0201363161388353 2.0943578565502325 -0.32480727773035861 0.44691395264848927 1.1880435139967069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 18 5 8 -7 26 15 28 11 17 -13 21 -15 -4 -17 -10 -2 25 -20 23 -23 -6 -25 -12 -8 -18 -5 -30
right_child=1 -3 4 9 13 6 7 -9 10 -11 19 12 -14 14 -16 16 27 -19 20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=4.0762745606786301e-05 -4.9123549294374833e-06 3.7336992871167122e-05 -0.0006754996940010543 0.00010121175937614465 -7.1392588321039343e-05 -1.2623854403396721e-05 0.00033632649033585467 -0.00047604767993250256 1.9994534515064292e-05 -0.000124207025798035 0.00022552359840469007 -0.00017415496339292927 0.00038762030130184521 -0.00020182034030999949 -5.7702905556558814e-05 -5.553847887727511e-05 -0.00048167057388272635 -8.1038365024980151e-05 0.00045519088968635016 -9.3668814998326444e-06 -0.00080136060548541797 3.0519754456115302e-05 0.00059167908391145039 0.0001684785380568161 -0.00044968218291149207 4.0797294160476152e-05 -0.00045092222281425249 -0.00011407944706720815 0.00042921433902664506 -9.9431673852295853e-05
leaf_count=29559 47545 21518 386 4563 44599 5469 2927 261 24642 1282 2573 8417 274 13566 13554 22699 1389 18299 615 62624 66 10044 271 2391 270 18346 120 1829 1473 360
internal_value=0 -0.0141609 -0.0186432 0.0205768 -0.0282975 -0.0145507 0.0897729 0.246529 -0.0212094 0.129049 -0.0096076 -0.0484188 -0.153947 -0.0616057 -0.120313 -0.0879376 -0.0806924 -0.0260794 0.000555606 0.0102635 0.358168 -0.0364237 0.051349 -0.0582132 0.113036 0.0649135 0.310903 -0.261231 0.174791 0.338399
internal_count=361931 332372 310854 55904 254950 170255 8777 3308 161478 7678 135175 51632 8691 84695 27120 26303 25917 42941 48226 83543 681 57575 10315 47260 2661 20919 3047 3218 6396 1833
shrinkage=0.000980392


Tree=5367
num_leaves=31
num_cat=0
split_feature=785 727 519 588 575 713 930 848 1028 921 783 1443 762 990 852 777 657 695 924 833 1368 460 1459 699 1463 1458 1456 1041 1462 1449
split_gain=11.3826 11.2666 11.2496 15.7666 15.0168 14.9471 20.1106 20.592 19.4796 18.1518 40.8055 21.5095 24.7243 18.7277 18.6386 17.955 17.2418 17.5454 19.6389 18.5649 17.2156 18.3297 17.4432 21.3408 21.2304 21.0006 19.7046 19.3542 18.9218 18.5657
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.65656536832909496 1.0000000180025095e-35 -0.79402034679008671 -0.80522708219444705 2.1097569808217282 1.8999064755685127 -0.80201290801470704 0.70892277612114496 4.3297121247051882 -0.32303709040653633 3.0911051050642997 0.093599294775546141 -0.48054573248838922 0.74049508400456954 0.75765766419251124 0.70247026920229116 1.1079199123424177
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 8 -8 15 16 11 12 13 -11 -15 -2 -7 18 20 -20 22 -22 23 24 28 26 -26 -27 -18 -30
right_child=2 -3 3 -5 -6 9 7 -9 -10 10 -12 -13 -14 14 -16 -17 17 -19 19 -21 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-1.4563933506223306e-05 0.00017919984556651546 7.310576481191165e-05 -6.7771415927311539e-05 0.00014755401029613411 6.0577775981099174e-05 -8.6233964238854126e-05 -2.9351842279880659e-05 0.00037428706089781831 0.0001339953070357192 -3.0423585530955129e-05 0.00026023727061963382 -0.00012512151648144708 0.0002460459558179702 -1.5612815731336863e-06 0.00027832223212466423 -3.4284068332908592e-05 -9.1260681193092795e-05 -0.00015982088864321893 0.00028224686658442379 3.0878241014578139e-05 1.3893832242065045e-05 0.0017351692052941219 -1.6266946058491742e-05 0.00041433677281827082 -6.9084055494144359e-05 -1.2718958751002432e-06 -0.0004607608201487472 0.0002382455599565518 -0.00034751427285456809 2.4295433448380772e-05
leaf_count=12551 2471 17008 7439 4398 9681 36644 30444 623 10344 18216 3076 6926 2064 2604 1940 12022 35372 5645 1984 11704 35625 42 70854 513 5143 8783 939 2372 3646 858
internal_value=0 0.0350232 -0.0117917 0.0360434 0.00561851 -0.0159012 0.0180193 -0.0211382 0.067299 -0.0242627 0.0248043 -0.00169789 0.0279379 0.00417764 0.130324 0.00645061 -0.0330129 -0.0242671 -0.0201818 0.0653159 -0.0278212 0.0156999 -0.0421527 -0.0750189 -0.0797399 -0.0101524 -0.128642 0.0499697 -0.113645 -0.265761
internal_count=361931 29559 332372 21518 17120 310854 55904 31067 24837 254950 34826 31750 24824 22760 4544 14493 220124 183480 177835 13688 164147 35667 128480 57626 57113 17237 6082 11155 39876 4504
shrinkage=0.000980392


Tree=5368
num_leaves=31
num_cat=0
split_feature=623 1335 294 498 747 696 287 844 214 419 213 700 700 962 294 986 975 76 1461 1464 848 986 565 119 79 84 1051 706 572 494
split_gain=8.05339 12.1463 13.0017 12.4692 12.6158 12.411 12.3705 11.4534 11.1446 12.285 11.152 12.9604 10.924 11.7045 12.7483 12.3555 10.6985 10.6148 10.5987 10.6061 12.0744 10.5264 10.4425 10.8804 10.3984 10.1046 10.0683 11.1795 11.0343 10.0599
threshold=2.4730844549491207 2.1806080642468366 -0.4101771934163338 2.3761431599641116 2.2668746584208797 -1.2415826784086874 1.1640079613810244 0.61164349310207811 2.1995945377751758 -0.092622101381467106 0.24856484564047673 0.10815213272341755 3.2290578552478699 1.6648469626718658 2.1388903622757733 0.75479495621214976 1.4418141740902637 -0.83106141963910973 1.4098417307792441 -0.33559840133571112 -0.40175825008544969 -0.72236542271953108 -0.28832073134513614 0.56114696576568235 -1.3863523228950629 2.0352345378314562 -1.717987624457969 1.4428605569120636 0.037650740768139367 0.44742176811265977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 5 8 17 16 9 25 -11 -12 13 14 29 24 -4 -3 19 -5 -21 -10 23 -16 -15 -2 -26 -28 -29 -7
right_child=1 2 7 18 -6 12 -8 -9 21 10 11 -13 -14 15 22 -17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.00018517496900995108 -0.046062426921753247 -0.018970153791809038 -0.024821303530921872 0.054444301989226979 -0.033192298701640768 0.0047366656920343952 -0.075783737812072302 -0.067562410266216663 -0.014310564504038668 -0.028039844814640082 0.088724422875068973 -0.018965945082455499 0.067533307460414388 0.071800048380303058 -0.021356770646922808 -0.045533521362279124 0.050816800081352358 0.040289303923407641 -0.042866614140807238 0.047301926529148747 -0.024615177611376424 0.092874794987683237 -0.050263776962698729 0.064283383497014054 0.080618510227569357 0.030954885699450343 -0.014497702456440487 0.095495868395941402 -0.056677882153574367 0.015476886890494019
leaf_count=354090 306 69 219 126 118 3929 23 82 25 76 31 29 36 25 77 176 27 107 24 53 63 22 105 21 20 23 531 27 21 1450
internal_value=0 0.0710414 -0.273167 0.0949434 0.0751825 0.0880829 0.192124 -0.564661 -0.304829 -0.447425 0.154434 0.848567 0.11237 0.105168 0.136501 -0.201582 -0.317609 0.388301 0.552033 0.683487 0.183515 0.72743 -0.456207 0.0850949 -0.0471934 -0.754261 -0.122838 -0.188635 1.11006 0.155967
internal_count=361931 7841 527 7314 7048 6930 199 328 512 465 136 60 6418 6382 5582 800 246 176 266 242 116 47 203 98 624 329 599 579 48 5379
shrinkage=0.05


Tree=5369
num_leaves=31
num_cat=0
split_feature=728 813 1294 982 360 1052 1322 565 1465 307 1310 257 57 625 638 1430 563 1178 557 14 1400 1055 225 1186 1257 6 641 492 568 1053
split_gain=8.06334 11.7525 13.282 21.6423 13.7138 19.0101 19.5523 16.1637 19.1406 16.1199 15.9572 15.0142 13.5664 13.5936 17.6565 17.9928 17.1081 16.7093 26.2259 16.7191 15.385 15.5053 15.1458 15.1803 14.7748 14.322 17.1727 17.065 15.7131 16.1053
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.2019233343356794 -0.57077082165496063 0.25258496627536381 0.47583850099408703 -0.22771765646377154 1.1604233505739945 -0.19343653664292135 -0.55175853936748376 0.65167407445352932 1.6190362871375259 4.9196949859018195 0.75066564720754725 -0.58825035327815822 0.54622893720785959 1.032953416321347 -1.1787585130222757 -0.9994200944131395 1.6683649240305096 -0.77908940783655012 -0.14563378627273565 1.4920631713242933 -1.7502250830603703 0.30526265484339149 1.2145874779575465 -0.12460123932884769 -0.73203948351509063 -0.82428483601992164 -0.067805448640021929
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 -4 5 6 11 8 9 -7 -11 -5 13 20 24 -16 17 18 -17 -19 21 -2 23 -23 -15 28 27 -27 -25 -30
right_child=1 -3 3 4 -6 7 -8 -9 -10 10 -12 -13 -14 14 15 16 -18 19 -20 -21 -22 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.00024079407513308512 -0.003869524981496072 2.4038357151202699e-07 -0.012424841389802507 0.045044706486911709 -0.0035861836274108947 -0.035804412691637359 -0.0083157581473335771 0.11815462663817472 -0.0028171916616564169 0.12753941001292154 0.028569490742369936 -0.064624434532232489 0.076621924571744215 0.0065380022490552393 -0.0060565567097779511 -0.047897848264932846 -0.020238064550994216 0.0055329557102619231 0.079992685522154619 0.052144536304541959 -0.0060375063593937246 -0.033507646886068547 -0.024263648771222002 0.0293543389045843 0.039321053303663749 -0.006256482762329269 -0.0069982403962111778 0.085932993445132527 0.014678310268765482 -0.012593620234276119
leaf_count=252841 4455 62020 769 289 425 39 401 44 154 77 50 23 33 915 6046 47 325 1506 125 119 28040 158 299 549 364 46 94 121 848 709
internal_value=0 -0.0212008 -0.0558145 0.153644 0.34026 0.509251 0.260404 1.05616 0.773023 1.41583 1.78966 0.737693 -0.0662393 -0.0677039 0.0357883 -0.0188438 0.179875 0.277157 1.06654 0.195078 -0.0903933 0.0163466 0.173682 0.232239 0.346262 0.278905 0.84145 1.27913 0.204627 0.0689359
internal_count=361931 109090 47070 2271 1502 1077 713 364 320 166 127 312 44799 44766 9447 8168 2122 1797 172 1625 35319 7279 2824 2525 1279 2367 261 167 2106 1557
shrinkage=0.05


Tree=5370
num_leaves=31
num_cat=0
split_feature=1078 789 450 491 840 381 1313 458 225 836 632 360 1257 216 1389 968 134 909 79 1051 483 1247 553 358 1393 407 634 1035 1089 630
split_gain=8.03045 11.5169 17.6969 15.9254 19.5748 23.594 19.3566 16.5208 18.6945 18.1116 17.8284 17.8331 17.9748 19.1026 16.734 16.4036 18.8117 17.2416 16.3184 16.1161 18.8118 15.8668 15.5941 15.4329 17.7098 16.5312 15.4166 14.9429 14.6083 15.1233
threshold=1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0937957376184295 1.6458615467161397 0.68415532788952937 0.26862668568487791 1.0000000180025095e-35 1.1075192672283849 1.326465707003913 0.59582731826205348 0.90477647965757146 0.84519064605883287 -0.67955777515043481 0.41555381866237978 -0.42277573946976044 0.47914954037548679 0.33290061889260542 -1.2071338136917857 -0.10611558747859091 0.94760312105485289 0.097866690767630327 0.13888152548959451 -0.18167104779297089 1.718068646222968 0.54032197783379154 2.1281356142493784 0.50693977670399992 0.44837531086292992 -0.18230230084881197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 28 9 19 10 26 12 -12 -14 -15 -8 -17 27 -11 -9 -21 -13 -6 25 -25 -20 -3 -18 29 -5
right_child=-2 2 -4 6 22 -7 15 8 -10 18 11 21 13 14 -16 16 17 -19 23 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00043096449881303779 -0.001379773425257658 0.010571947372644983 -0.0058108078636643972 -0.028348212125258943 -0.0056386257474342061 -0.0068545265648639886 -0.019883826271351095 0.0080653531414778979 -0.016268376780532764 0.078920583191100138 -0.022828801115169311 -0.0062926559522293148 0.060306400921372155 -0.040303698793588916 0.043978622131398512 0.0028602565433567101 -0.0061578946277343252 0.084875226054205652 0.025016539796717814 0.00020075484417119999 -0.025777099295516488 0.043272678947993734 -0.035882267817145555 0.040289101315512693 -0.05810296928178791 -0.017847844960821261 -0.03033694933087417 0.089242577740159632 0.0035059573260319355 -0.0069220717494633465
leaf_count=257653 71586 4467 10260 972 1107 3007 354 3424 934 61 865 184 60 90 41 869 105 63 288 2607 429 122 316 366 27 206 134 22 442 870
internal_value=0 0.00321309 -0.0374012 -0.000961012 0.0270748 0.0488073 -0.135771 0.0882548 0.0119205 0.169796 0.120954 -0.118475 -0.282728 0.300333 -0.217461 0.0606073 0.181261 0.826979 0.458747 0.0523517 -0.0684806 0.32953 -0.231143 0.380204 0.690885 0.093724 0.188785 0.303652 -0.271647 -0.371338
internal_count=361931 290345 32692 22432 18735 17312 3697 14305 7394 6911 5963 1362 1056 191 131 1413 1059 190 948 6460 3036 306 1423 887 393 494 4601 127 2284 1842
shrinkage=0.05


Tree=5371
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 869 921 783 791 861 1229 813 648 704 650 1443 580 518 416 645 973 553 924 978 633 432 589 359 419 1110
split_gain=13.505 12.2484 16.1184 16.2814 15.3522 19.3073 19.8211 35.6471 20.0701 26.8709 28.7687 19.524 19.1325 19.0856 17.6786 17.1477 16.7269 16.4195 16.8976 16.3884 17.5915 16.3429 16.2736 17.1215 16.7839 16.3436 21.0259 19.7481 17.3394 17.1305
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 2.1641256470006294 1.8166789435549495 -1.1956137993399691 1.6923072129381651 1.593744732512876 1.0000000180025095e-35 1.0794040238867422 0.90571909922259353 1.0999280683389623 -0.3520936843062038 -0.70113916377037711 1.8999064755685127 2.6375975511520715 -0.96673487256783863 -0.50162633948236224 0.34879007543356905 1.7662418350799165 -0.13237471166225953 0.55415080259056393
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 14 6 8 -8 11 -10 12 -6 13 -11 19 -9 -15 18 -16 20 -2 -12 25 24 -24 28 29 -28 -7 -27
right_child=1 2 -4 -5 5 22 7 15 9 10 21 -13 -14 16 17 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=3.7355824905113662e-05 3.1527545486095311e-05 -7.0127284192223101e-05 0.00014983257360417406 6.3518712195830912e-05 -4.8364623504176369e-05 -8.2205205840373626e-05 -8.6106561492236363e-08 0.00025799545907789241 -8.7459262217566688e-05 -0.00025775161677672455 0.00065478007482010106 0.00010929164236778834 0.00022438766585896789 -3.1860566351812531e-05 1.8046183576052461e-05 -8.9302861561057475e-05 8.5192078866754483e-05 0.00039249817162407511 0.00035039349369527672 9.2512718843656933e-05 -5.8853885065286258e-05 0.00019331906270359458 -0.00026584969473623438 -0.0011668113005945163 0.00014616891547579002 -9.5908728096187309e-05 -3.9637032141907767e-05 0.00030874655344712536 4.6994363173168633e-05 -0.00022509461599382727
leaf_count=29559 20388 7439 4398 9681 94773 13836 18652 4219 11003 2150 430 3837 2316 13658 4478 840 13094 857 890 7761 24809 1435 937 74 4314 29136 13078 835 13215 9839
internal_value=0 -0.0128703 0.0370492 0.00629407 -0.0171556 -0.0259601 -0.0120434 0.0485525 -0.0231797 0.0198756 0.0525555 -0.0419664 0.0331263 0.0149924 0.0159125 0.209268 0.0289148 0.131529 0.079836 0.00212143 -0.0158143 0.307844 -0.0592759 0.0762089 0.0925614 -0.0690655 -0.0967387 -0.0112667 -0.017453 -0.129763
internal_count=361931 332372 21518 17120 310854 251671 166407 23711 142696 44086 33083 98610 31218 28902 59183 5059 26752 6225 5368 52958 45197 1865 85264 5325 5251 79939 52888 13913 27051 38975
shrinkage=0.000980392


Tree=5372
num_leaves=31
num_cat=0
split_feature=50 194 1022 186 1244 4 1043 289 1124 1454 264 1184 980 980 1450 1092 1447 738 1389 1360 264 288 486 837 965 225 422 1382 411 53
split_gain=8.01445 15.2933 15.3838 16.9864 16.0413 15.7277 15.9841 15.7802 14.9577 17.7778 15.1448 14.9305 16.2711 19.3052 14.6016 19.4462 18.9452 15.4415 14.5087 14.5046 14.4562 16.8092 14.2186 20.1637 14.7127 14.7917 14.2136 14.2011 14.1507 17.18
threshold=0.55630078546380823 1.0000000180025095e-35 0.67527595557081987 3.4218915452636995 2.6468990837783966 1.1403401195490515 1.5600333873259964 -0.89481574929858443 1.7793843883285958 0.13021184176095849 2.3490696365748209 -0.093725385477714918 0.035615309961848321 0.27995113730044691 -0.55579718119573385 1.0127093791323547 0.74484333252909696 1.9295056354574502 -0.041401311389996961 1.0000000180025095e-35 0.38646845251715672 -0.2770307850737192 1.7471083225197985 -1.0329649642531746 0.7120152091534514 -0.82662234941242219 0.19901226144108966 -1.0822635962586793 0.63178908498744746 1.2912025798565661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 9 -4 14 12 -8 -14 15 16 26 -16 -12 20 -15 -22 24 -24 -9 -26 -11 -19 29 -6
right_child=-2 -3 8 -5 28 7 11 22 -10 10 18 -13 13 19 17 -17 -18 27 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0022157678295493147 0.00084147592573494828 0.00027011233557163697 -0.00018183397783212623 -0.022349180914979536 0.0073326531601631637 -0.017249178469425846 0.0029637802516130872 -0.0036991882199823019 -0.016301041120067236 0.033587469208269966 0.0031638349310021616 -0.0019018311227616002 0.052644891859370824 0.043130116910592708 0.0047312332072827392 0.06476731622554982 -0.029102810537139451 -0.061086855716237336 -0.071687497775263093 -0.0037141691579327014 0.04817093700016626 -0.026771066403181248 0.079437974768945097 0.0058746627082734695 0.026134073344506015 -0.025766156462870161 -0.0020304029040114874 0.05851662927907271 0.026437643740469859 -0.046706346220406258
leaf_count=87610 84163 153864 9076 1080 957 4174 1712 8144 761 522 72 2503 209 292 2906 96 106 24 58 407 68 104 51 454 138 1376 213 106 546 139
internal_value=0 -0.00867371 -0.0324658 -0.044573 -0.041684 -0.0459787 -0.0346091 -0.142924 0.0423903 0.0595706 0.184138 0.094335 0.220493 0.440966 0.211071 0.459126 0.329419 0.130802 -0.555728 0.277804 0.547675 0.0164767 -0.0907827 0.326157 -0.119427 -0.410049 0.463333 0.901164 0.215786 0.0258182
internal_count=361931 277768 123904 109964 108884 107242 92905 14337 13940 13179 4103 5295 2792 1080 3973 937 841 3036 130 871 464 172 10163 505 9658 1514 735 130 1642 1096
shrinkage=0.05


Tree=5373
num_leaves=31
num_cat=0
split_feature=816 1242 207 291 1437 1449 563 1449 3 18 774 1462 614 1458 1327 417 79 1053 276 693 1393 809 1104 494 980 1465 566 1014 760 765
split_gain=8.02687 13.8374 11.8612 11.2525 11.1275 13.9126 12.0233 13.0103 13.0188 12.1602 11.4674 10.8011 14.4757 12.8462 11.6051 12.7669 12.9518 10.6196 10.5045 10.4985 10.27 11.8195 10.2398 11.7402 17.5967 11.7909 11.7505 10.9953 13.5831 10.1644
threshold=6.0906794990390116 0.59044395542794448 0.61645581787364223 1.1284099508671324 3.5253024523165304 0.21823915298615523 1.0156547753646381 1.6354124814891826 -0.56526004348883052 -0.43279697456827687 0.25309576447977822 -0.098370936111923477 1.0000000180025095e-35 0.70333210766501042 0.95500990106320405 0.76483332287989203 -0.15422507212253192 1.6948228559754139 1.5681999862390674 -0.093400553928210631 0.94688112373421218 -1.0000000180025095e-35 0.20189586564550269 0.51315416374819134 -0.20057598979879696 -0.43719497220032905 -0.3785101546797825 1.0000000180025095e-35 0.22959754479031816 1.0148764954708651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 11 7 8 -7 -8 -9 14 -13 17 20 16 -16 -14 19 -10 22 -22 27 25 -25 26 -24 28 29 -6
right_child=1 3 -4 -5 5 6 9 10 18 -11 -12 12 13 -15 15 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.581771462891009e-05 0.052043955618252126 0.028322709028320309 -0.008855901700071769 -0.062255947257174121 0.046483793820482358 0.0045613810687037603 -0.040562509929322768 0.054597262494196233 -0.027641025175382434 0.038096912929281315 -0.023372540796567396 0.033664772001521542 -0.027566170756606036 0.025468656051323819 0.061829754952761641 -0.056105685096635632 -0.0031417891072171231 0.028432030481457607 0.01933168485389658 -0.069792345934261424 -0.015899319193167852 0.079280592780090697 -0.072005895251731969 -0.058246057856699042 0.052140838195250963 -0.0570959300880306 0.023684164242034067 -0.032582309204735933 -0.033136466612009217 -0.030398357597085535
leaf_count=359487 98 22 45 37 126 64 38 32 133 57 62 65 621 57 108 23 70 37 25 218 32 28 27 34 49 139 61 63 49 24
internal_value=0 0.38687 0.692097 -0.466639 -0.00203604 -0.161101 -0.444792 -0.589217 -0.764985 0.227413 0.136874 -0.0488058 -0.244767 -0.351222 0.127365 0.609644 0.802148 -0.463688 -0.950245 -1.06669 -0.018689 0.806037 -0.117162 -0.415959 0.303711 -0.702598 -0.0431887 0.186196 0.420304 0.706551
internal_count=361931 202 143 59 361729 2242 629 534 440 95 94 1613 780 715 833 201 178 658 376 351 632 60 572 310 83 227 88 262 199 150
shrinkage=0.05


Tree=5374
num_leaves=31
num_cat=0
split_feature=701 1113 843 485 1395 699 1260 779 620 17 15 562 363 1454 907 1041 1255 54 142 1039 276 641 1040 773 975 556 69 0 144 774
split_gain=8.01738 13.5676 20.2845 16.2547 15.1879 14.0081 13.9675 13.2186 13.814 12.0385 14.3555 14.8957 14.8002 12.963 12.9648 12.6505 12.0445 11.8391 12.0614 16.426 12.1575 11.8351 16.9644 13.2122 12.6927 16.4496 15.2314 15.1233 14.7621 14.5029
threshold=1.8685973006114611 0.34220810169487581 -1.9820812129811911 1.6008250453392499 -0.57375387661439825 -0.4977347388135776 -0.8773797154474211 -0.18538988432284323 1.5209264779549863 1.0272659381468805 -0.73416880045844779 0.91826980618026099 -0.21970644715977555 -0.051110432140844611 0.10776834543968128 0.84359766928644253 0.61157396247811457 -0.42445565733332025 -0.93960173736532993 0.27510528032847564 -0.58785795712049249 0.078743611230422048 -0.51233461342073638 -1.1529327120897641 -0.59491677881235872 1.2298312985223052 1.790514452905249 1.3289225955941006 1.3470010873789862 0.21994490244468398
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 7 -5 -3 -9 21 -11 12 13 16 -15 -13 -12 18 19 20 -6 -4 23 -23 -24 26 27 28 -26 -30
right_child=1 4 3 6 17 -7 -8 8 -10 10 11 15 -14 14 -16 -17 -18 -19 -20 -21 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=2.1262558819405237e-05 0.040814698630256815 0.021500426192456262 -0.0020695463817816018 -0.057504494249052601 -0.018904680385757978 -0.018505654260282275 0.020360338675965893 -0.020753005670181523 0.072197302202259228 -0.0052016573054431657 0.022924256965695923 0.08725272268152208 -0.011099334767971663 -0.036241273599651638 0.061433502646180818 -0.021865075164124458 0.085337760799965481 -0.0074744652714482471 -0.031440061626198633 -0.053981177662639095 0.059251779375294258 0.0075205737382317856 -0.024228873693720118 -0.039942110983975133 -0.0084858393670023437 -0.044118335896616602 0.090027652992929766 0.059769119882743242 -0.011997665485638036 0.096337815958720929
leaf_count=349986 177 526 4366 46 64 437 591 319 23 657 105 71 211 71 22 24 68 1273 984 63 59 126 335 571 487 107 28 62 42 30
internal_value=0 -0.0642698 -0.0116881 -0.0290654 -0.194712 0.0307504 0.326708 0.209199 -0.232592 -0.0621528 0.162733 0.431396 0.259958 0.628277 -0.111627 1.30205 0.998991 -0.313246 -0.507344 0.0752745 0.558994 -0.104526 -0.280866 -0.620951 -0.102878 0.0778718 0.215081 0.12714 -0.00964237 0.995453
internal_count=361931 11945 8197 8020 3748 1305 637 868 342 7383 1229 572 477 266 93 95 173 2443 1170 186 123 6154 1788 697 1091 756 649 621 559 72
shrinkage=0.05


Tree=5375
num_leaves=31
num_cat=0
split_feature=785 519 588 713 930 848 921 783 645 486 476 1185 493 410 697 657 695 924 833 1368 460 1457 1296 696 638 774 356 783 565 842
split_gain=13.2203 13.0134 16.8095 15.7106 21.5608 19.9482 19.8389 42.1789 19.363 19.2831 18.7402 22.4367 18.8514 18.6625 18.365 17.6324 17.3513 19.4289 18.3043 17.5988 18.4369 17.2626 17.1886 22.0613 20.7363 17.0399 16.9166 16.8774 16.8361 17.9656
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0525743831388839 1.1155635910225459 0.66777575187080795 1.8692550303841236 0.52296557744356353 -0.71602247989319323 -0.012178551342102736 1.644349105518915 -1.3134482500320694 -0.80522708219444705 2.1097569808217282 1.8999064755685127 -0.80201290801470704 0.70892277612114496 4.3297121247051882 3.1272900881009673 -0.43652631067203845 0.61756301190663754 0.024906668916032725 1.5033568469461875 -1.564061888046077 1.0000000180025095e-35 1.1604233505739945 -0.75742693342923417
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 9 -6 15 25 -9 10 14 12 -12 22 -2 -5 17 19 -19 -17 21 -21 23 -13 -24 -8 -16 -25 29 -7
right_child=1 2 -4 6 5 28 7 8 -10 -11 11 13 -14 -15 26 16 -18 18 -20 20 -22 -23 24 27 -26 -27 -28 -29 -30 -31
leaf_value=3.6913422716910423e-05 0.00036086582134353424 7.1084660004073705e-06 0.00015376517979880729 -8.8656230930518604e-05 -3.0989722207149618e-05 -0.0001700596071143008 -3.6935453064473563e-05 0.00010704298135305125 0.0003698367074191343 0.00029941763435150775 6.3882161411136568e-05 -0.00019561321566607427 -0.00037115377545231731 -0.0003380383119044442 -0.00031202665345440893 -4.3213894813153384e-05 -0.00016077485087526456 0.00027842453399262691 2.8868906477047377e-05 7.6703779679744857e-06 0.0017403778617454181 0.00050326649585069551 0.00016410924847761835 -4.353449067727711e-05 0.00046589637642079914 0.00014740870608346676 -1.6533469381427883e-06 0.00049165287545144222 0.0011948940996414424 0.00064440292037785615
leaf_count=29559 632 17120 4398 36644 30444 302 25374 4982 1756 1436 1697 942 790 396 1405 128480 5645 1984 11704 35319 42 306 2376 559 1619 2714 12403 582 89 232
internal_value=0 -0.012778 0.0386762 -0.0171944 0.017568 -0.0229467 -0.0257635 0.0255203 0.17912 0.0685919 0.0509525 0.126667 -0.0634888 0.190225 -0.00665913 -0.0349066 -0.0260627 -0.0220014 0.0630086 -0.0295972 0.0144024 0.0128714 0.215294 0.0488923 0.293012 -0.0173737 -0.0267458 0.258772 0.373149 0.213139
internal_count=361931 332372 21518 310854 55904 31067 254950 34826 6738 24837 23401 8961 2487 6474 14440 220124 183480 177835 13688 164147 35667 35625 6078 2083 3995 28088 13808 1141 623 534
shrinkage=0.000980392


Tree=5376
num_leaves=31
num_cat=0
split_feature=785 519 728 660 1042 21 852 1189 928 213 626 507 1063 1163 222 1035 704 942 1110 213 588 964 86 217 1049 705 1315 1383 635 575
split_gain=15.0513 13.9513 17.3924 19.3873 20.7126 19.9033 19.7965 19.7927 18.7968 21.5178 19.8784 18.029 17.836 17.4778 19.732 21.5294 19.6524 18.9864 18.3782 17.5219 17.2014 16.7001 16.3323 17.2995 16.2305 17.4596 16.1646 16.0805 16.4295 16.0048
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 0.93388858682319986 -1.6471741456694959 1.0000000180025095e-35 3.3247017215659862 -0.97827964681891932 2.0990700388099586 -0.62702814541398755 0.65809631222906606 0.3367470452297312 0.77744748183203882 1.4264173337734436 -0.6672948693964057 1.3697789339328648 1.0000000180025095e-35 -0.76811851402710796 0.3444873610531497 0.71188872395471614 3.9090087365425208 -0.23906238663251703 -0.44532242262310245 3.2424475051462545 -0.41190870293132603 -0.036900995195347654 0.15098337415701593 1.1589130421066167 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 6 -5 8 26 9 21 27 -2 -11 -7 16 -16 -15 19 -19 -17 29 -4 24 -24 25 -12 -6 -10 -29 -3
right_child=1 20 3 5 7 13 -8 -9 10 12 22 -13 -14 14 15 17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=3.8873517663209728e-05 -3.4783919999764578e-06 -6.846824637651104e-05 0.00010004954520594466 0.00016152637119920107 -2.3448800885133761e-05 -3.2423070971138469e-05 8.4811310451791199e-05 0.0010817566209939927 -0.00031793010561775203 0.0010610808119537664 -0.00028766839255589077 9.5736086685743551e-05 -0.00034436186341028148 -0.0001318671220304917 -0.00032018313338994376 0.00060999188267780286 7.6946326648944037e-05 0.00057555721014225893 -0.00016001097368634394 -0.00015456077967055553 0.00015540890820266295 -0.001555348256663176 0.00015076771675771441 -1.7538709432368991e-05 0.0012757774488744102 -3.7787985006569076e-05 -0.00021534328616582747 0.00021943625654434601 -0.00024323835003103669 6.3987357123462336e-05
leaf_count=29559 48652 7439 4107 3398 6407 146071 17133 76 2704 158 2092 10531 63 32282 673 824 3338 259 897 243 4398 26 5062 8958 35 9871 5223 920 851 9681
internal_value=0 -0.0141476 -0.0187186 -0.0280809 0.0070492 -0.0413159 0.0253517 -0.0921294 -0.00825254 0.129244 -0.0302424 0.0164702 0.764111 -0.0445048 -0.0957581 0.102943 -0.114013 0.212449 -0.00207221 0.455109 0.0390961 0.0897031 -0.00700987 0.0488574 -0.0694926 -0.0748535 -0.101443 -0.189885 -0.0141698 0.00731447
internal_count=361931 332372 310854 251671 63686 187985 51980 11706 34847 4354 30493 59183 221 184587 38516 2896 35620 2223 1156 1067 21518 4133 26018 14020 11998 11963 11630 4475 1771 17120
shrinkage=0.000980392


Tree=5377
num_leaves=31
num_cat=0
split_feature=785 516 789 452 506 564 515 921 728 651 689 713 513 583 581 911 485 904 776 553 830 1323 694 350 1469 338 192 761 647 764
split_gain=15.7261 14.1251 22.0312 21.8086 54.9128 28.7189 19.9134 19.6975 34.6218 32.1541 28.3251 28.0767 26.3241 40.3318 26.3859 30.0281 24.9652 24.5269 21.99 21.7775 20.6076 19.5458 18.8914 18.4309 18.5864 18.0962 18.6845 17.5722 17.5492 17.9042
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 0.60725649753328859 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.0525743831388839 -1.3163276726681863 1.1107569744011787 -0.4288425582216272 1.0000000180025095e-35 1.0454229551509682 -0.55326332990463356 1.0000000180025095e-35 0.77693903076620996 0.45070472514229032 0.95245965636413243 2.5659293755304176 -0.094457554860397655 1.8759508015093831 0.45547451077771667 1.702568588799207 -0.26875638622281922 -0.65753724463548624 0.84835182578422852 2.0337458187704693 -0.38432302656619804 -0.87782724458594241 0.90843239084688954
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 5 -5 6 -2 8 9 10 25 -9 17 -14 15 -15 21 19 20 -10 -13 -12 23 -18 -25 -3 27 -27 -17 -30
right_child=1 2 -4 4 -6 -7 -8 11 12 -11 16 18 13 14 -16 28 22 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=3.8640280073519196e-05 -5.6363970442305856e-05 -0.00010524827888391716 -6.7222700028346868e-05 0.00025453095852501358 -3.1026841376064195e-05 -0.00016955150469519898 2.0941226559422141e-05 -0.00011460313745124667 6.8969369532919728e-06 -0.00016108533918417737 4.9597592298771752e-06 8.4607701377716741e-05 -9.3818560691403098e-05 0.00025530533971140115 1.7676558108437074e-05 0.00063646105952695623 0.00018971901735383704 -0.00012634193097242169 -0.00065487491462474427 -7.3896376680426568e-05 0.00035981546242826553 0.00026436713881458645 0.00010951054579124401 0.00076545367112493365 0.00033762587559976216 -5.3991563421666146e-05 -0.00052683097225427931 0.00037580206369813325 -5.6538744656281742e-06 -0.0005554258793847238
leaf_count=29559 80446 4360 23724 4108 17725 10410 27590 3563 46516 2539 6081 18324 7410 6049 10065 134 1819 18499 260 31184 1373 1809 2730 620 1295 749 180 1039 1459 312
internal_value=0 -0.0155773 -0.00320789 -0.0354879 0.0348028 -0.0496053 -0.0368824 0.00632059 -0.00431084 0.0745566 0.103873 0.0663294 -0.0210481 0.0402298 0.0962695 0.186222 0.159067 -0.0409028 0.099307 -0.0238407 0.106585 0.0704626 0.258264 0.354449 0.495993 -0.0216106 0.147321 0.212198 -0.0458574 -0.105624
internal_count=361931 332372 192093 140279 21833 118446 108036 168369 144849 23221 20682 23520 121628 25429 18019 7954 14354 96199 19957 77700 19697 7890 6464 3734 1915 6328 1968 1788 1905 1771
shrinkage=0.000980392


Tree=5378
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 941 869 648 650 928 858 774 968 660 1172 195 774 865 635 866 690 356 822 75 791 1367 1245 11 422 979
split_gain=12.7558 11.789 15.3127 15.2346 14.8704 19.1518 18.7597 18.0282 17.6245 17.3249 37.0567 23.2628 23.2039 19.5822 19.7358 19.3569 21.1582 20.2362 24.3438 20.7444 20.315 18.5485 18.0943 17.5991 17.5893 21.9627 19.8436 17.2643 17.1323 17.6129
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 4.1807005710369394 1.0000000180025095e-35 1.8166789435549495 1.6923072129381651 -0.52992354128753727 1.0825608069246189 -0.58988329869833078 1.3978176814517393 -0.72421686037558375 0.70609342679484977 2.0820612608632372 2.0337706395076944 0.34189790550582932 1.7187200738039039 0.5880156106821478 0.12408000745240058 1.8289361629857015 0.54501737063509526 -1.0429808699497614 1.4161025625550929 1.5718264032714926 -1.0346497458460231 1.1974466537713855 2.0150408310963757 1.0020721639475052
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 6 7 9 -2 10 12 -12 13 14 -6 17 -17 24 28 -20 27 -15 -22 -14 -11 -26 -27 -21 29 -19
right_child=1 2 -4 -5 5 -7 -8 -9 -10 15 11 -13 23 21 -16 16 -18 18 19 20 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=3.6679198301160525e-05 2.3897151153108319e-06 -6.7093464735112524e-05 0.00014679038853500589 6.2214754517341819e-05 0.00017008866726241678 0.00032948286700096123 -5.8013457935205491e-05 6.8775024630139458e-05 0.00012912245443446479 -3.3928835689099224e-05 6.9746610955751911e-05 -0.00019993066056497196 -0.00030340024993193816 6.911432872215665e-06 -0.00014223259516392151 0.0001322669754212814 -0.00043588851820295228 -9.6469764213893394e-05 -0.00019594757013217785 7.8367421559148189e-05 0.00053129588940560937 -0.0002993244326386209 -0.00032453965217253092 0.00023482116057207557 4.458188748616641e-05 -0.00076126043433204639 0.00057095576564898936 -0.00097204715195850597 0.00013338177576589048 -0.00025183611448611505
leaf_count=29559 52958 7439 4398 9681 6330 738 85146 12424 6225 49946 2388 5847 418 30147 1243 4680 377 30401 918 863 774 1186 156 3955 6452 77 552 90 1338 5225
internal_value=0 -0.0121375 0.0368472 0.00686442 -0.0163454 -0.0250165 -0.0262916 -0.0125268 0.0162146 -0.0199901 0.0144739 -0.127718 0.0420662 0.0233227 0.124725 -0.0387491 0.0959622 -0.0470299 -0.0905722 0.106022 0.224193 -0.00401463 0.433657 0.198571 -0.0186008 0.0925065 0.467454 -0.0100913 -0.109748 -0.121595
internal_count=361931 332372 21518 17120 310854 251671 250933 165787 59183 153363 51514 8235 43279 38906 7573 101849 5057 96792 39765 2801 1883 31333 930 4373 57027 7081 629 953 36964 35626
shrinkage=0.000980392


Tree=5379
num_leaves=31
num_cat=0
split_feature=785 519 588 728 869 921 783 126 1022 140 507 907 1450 1469 1452 1452 1468 1454 1457 1464 371 1469 1465 628 1254 774 347 672 16 1443
split_gain=16.9425 14.7141 16.4333 16.3912 20.8879 21.2494 34.5277 19.4631 19.878 20.3602 18.1509 17.7356 17.714 23.631 20.6209 20.3111 21.2763 19.622 19.8028 24.9845 22.0366 20.4626 18.4231 17.8525 17.8162 19.8096 17.7158 17.7071 18.7576 17.3948
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 2.6552641023399333 -0.38614692990375338 0.65809631222906606 -0.69784808892615657 -0.67806027517800449 2.4543291550814752 -0.58911782507014421 -0.55537993649074191 0.66741765750458459 -0.77574368866889332 -0.738133829798164 0.64223275086548759 0.60442256450969223 1.3803221675685415 -0.4704356069848657 -1.4562675684961222 -0.22998809239314613 1.9201105411016572 2.1359641885258727 1.1077000048186139 -0.48565764665356687 1.593744732512876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 10 5 7 -7 8 11 -10 -2 -5 13 17 22 16 -16 -9 19 20 27 -20 23 -14 25 -17 -25 28 -19 -8
right_child=1 2 -4 4 -6 6 29 12 9 -11 -12 -13 14 -15 15 24 -18 18 21 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=4.5113653436670075e-05 -1.5973183660933408e-06 1.2347133653843723e-05 0.00015715483072256762 1.3060736352352835e-05 -5.8266762546124241e-05 4.4271721228285778e-06 0.00025948054432567582 -0.00030406429145421514 0.00063206766010050577 1.8077638156279122e-05 9.7957733408546402e-05 -7.2334400943220968e-05 -0.0011795673672422564 0.00044875308482211361 -0.00042863881528639293 -3.5393797610732248e-05 0.00059447796612917389 -0.00026552380731537139 -7.4843224876510684e-05 -0.00025318135649258323 0.00062957283645014006 -0.00046387055250135864 3.1128637021823492e-05 0.00018514772215882434 4.9818646694302319e-05 -0.00041251077730964758 0.00085109985705504197 0.00082356554928153601 0.00017854591229425463 -9.0070072381186165e-05
leaf_count=29559 48652 17120 4398 17815 85264 18652 4219 2026 372 658 10531 61767 61 392 1124 13388 110 690 6887 912 457 874 7896 5106 19494 807 163 176 1521 840
internal_value=0 -0.0110034 0.0436441 -0.0157028 -0.0247975 -0.0103229 0.0523993 -0.0218521 -0.0481387 0.247316 0.018458 -0.0532378 0.00797657 -0.0654014 0.0287379 -0.00151727 -0.319348 -0.0830168 -0.0481931 0.0864568 0.186514 -0.116565 0.103938 0.202086 0.00837048 -0.058596 0.213615 0.100372 0.0496711 0.210437
internal_count=361931 332372 21518 310854 251671 166407 23711 142696 80612 1030 59183 79582 62084 13935 48149 34923 1234 13543 11517 3756 2844 7761 13226 5330 33689 14195 5269 2387 2211 5059
shrinkage=0.000980392


Tree=5380
num_leaves=31
num_cat=0
split_feature=181 190 1087 569 1180 1470 1184 1179 837 428 1179 1116 1467 1049 139 218 326 277 631 1051 1467 1380 357 898 899 1394 844 1305 353 350
split_gain=8.19757 11.8131 11.2496 13.9756 15.7986 17.9083 16.4438 20.4827 14.2051 13.9467 17.3492 16.5415 15.9502 14.8427 14.8911 14.3358 14.2896 16.1236 14.1442 17.1568 17.6988 13.8779 13.8419 14.5292 19.8571 13.9435 13.9129 13.759 15.7444 19.2214
threshold=1.0000000180025095e-35 7.4496836152530284 1.0000000180025095e-35 2.5370282988099784 0.086049041782921068 -0.053658665402411189 -0.128680184139953 0.60309690098061253 2.7702451675723716 -0.35867795670876418 0.46127222034556253 -1.3656029268089311 1.3350788562381124 1.4754979701950852 -0.07343056212458092 0.94482994336570369 0.65872944223055041 -1.042020646507601 -0.8422096896973853 -1.0935206432441038 1.6166021676452613 -0.03693183068957049 -1.1367657551925048 -0.27028865254428847 -1.4926781927126578 -0.19282377308350993 0.14346598626347243 -0.66537623572488702 1.0689666326672824 0.8882941598971017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 6 -6 7 -5 9 12 11 -11 -4 16 15 -15 22 -18 -14 -20 -21 -9 -12 -24 25 26 -25 -13 -29 -30
right_child=-2 -3 3 4 5 -7 -8 21 -10 10 13 27 18 14 -16 -17 17 -19 19 20 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=0.00052975773185000069 -0.0013769687990891001 0.12046925072536395 -0.0046603726127390152 0.029332764266173275 -0.028988710320656266 0.022097434967201346 0.0059866776339454371 0.15138873178436585 -0.021951115991146176 -0.019458298970428306 -0.029554327568048318 -0.0016585666954582344 0.021015161197991111 0.01162200797457083 -0.01044159295118543 0.055702586296520695 -0.02668681248363592 0.0045188522777054848 -0.034406040326049735 0.028481035274310437 -0.0025967482553229571 0.021714164733227737 -0.0013030516889125494 0.11580704533818627 -0.013852312987813031 -0.011276714184326004 -0.00723645581379956 0.0057831530826401474 -0.0009972395354270352 -0.037933371723460341
leaf_count=221948 75166 20 23807 257 283 217 409 30 595 649 523 8688 570 455 334 92 247 2305 228 332 1245 22 3286 37 3644 65 23 13571 2687 196
internal_value=0 0.00302171 0.00292732 -0.0252838 0.243698 -0.134725 0.463585 0.861817 -0.0299587 -0.0267799 0.00132693 0.034201 -0.0725549 -0.0772515 0.194927 0.397622 -0.104779 0.0355864 0.114722 0.00172045 0.0848918 2.1996 -0.161366 -0.136243 -0.245102 0.775053 1.52827 0.0424523 0.0816241 -0.0695454
internal_count=361931 286765 286745 64797 1218 500 718 309 63579 62984 36802 25791 26182 11011 881 547 10130 2552 2375 1805 1577 52 7578 7055 3769 125 60 25142 16454 2883
shrinkage=0.05


Tree=5381
num_leaves=31
num_cat=0
split_feature=785 727 905 80 566 419 770 1307 1248 3 1038 631 469 280 21 84 1470 119 608 1463 1107 354 360 1044 1457 700 707 1326 880 974
split_gain=8.10916 9.45834 10.4963 12.3562 11.0429 12.7578 11.6341 10.3731 10.8967 10.2411 10.0462 10.0474 10.1056 9.98157 11.295 13.1853 12.7929 11.03 16.6483 15.5291 15.1223 13.5634 13.9403 12.654 12.7579 12.1418 11.9837 11.8801 11.7538 15.2788
threshold=-0.86283290253235112 1.0000000180025095e-35 1.037999635394202 0.48337621328931629 -1.1388999202791139 -0.3231872410100633 -1.1335668079850933 0.17733688289753896 -0.96647331902917466 0.81048140334473129 -0.7015779580373791 -0.30640905743568392 1.0000000180025095e-35 -1.3466882890892022 1.0000000180025095e-35 1.7070232834764962 -1.3309395413702885 1.0000000180025095e-35 1.0000000180025095e-35 -0.27912251124520765 1.9555677598738472 -0.72469380563030206 2.0125429472405862 2.2289045611120111 -0.2373401920639889 -0.27013947000681898 -0.092074271169033675 1.7564542166888764 1.0000000180025095e-35 0.22888588994647893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 9 -7 -5 -9 10 -6 12 -12 -3 15 -15 -17 18 21 26 -21 22 27 24 25 -23 28 -16 -19 -30
right_child=-2 13 3 7 5 6 -8 8 -10 -11 11 -13 -14 14 17 16 -18 19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0018428013271602187 -0.00028145838106376615 0.036582423480367665 0.047326816218691281 0.033651549162955478 -0.044505458876703721 -0.065736648505687043 0.011450952074019416 0.043959316492278376 -0.026837635536021365 -0.050031019622592134 0.0059388646618259598 0.024922121355822422 -0.054823416027307725 -0.0015992175080149383 -0.010486940836437062 -0.062816624206121094 0.023466857051519907 0.015835718770710609 0.0088056515655240194 0.0055480497952537979 -0.041450467385245111 -0.018182338461972852 -0.078289027577292725 0.059657942960105251 0.0093845510563163662 0.0057587944148293577 0.02888367416814186 -0.093299610279083262 -0.034399782415733514 0.026176959088121912
leaf_count=10956 332372 111 59 310 98 29 633 35 90 87 78 118 58 6375 459 23 409 1228 2786 2493 111 658 44 35 749 408 857 21 150 91
internal_value=0 0.0340054 -0.0117898 0.154815 0.0343671 -0.0166778 0.172287 0.466914 -0.0829247 -0.317278 -0.144403 0.0503134 -0.358358 0.0703842 0.0656134 -0.00553496 0.376576 0.116151 0.0457865 0.201498 0.0729052 -0.0811057 -0.389393 0.00514836 -0.0215762 -0.177979 0.346997 -0.283125 0.213583 -0.248382
internal_count=361931 29559 12551 1595 1160 1101 662 435 125 439 352 254 136 17008 16897 6807 432 10090 5160 4930 2604 2374 524 1850 1815 1066 2326 480 1469 241
shrinkage=0.05


Tree=5382
num_leaves=31
num_cat=0
split_feature=1464 1454 1468 1428 1464 1458 289 666 1454 21 1454 1457 633 1452 1452 1458 1450 1457 1450 1468 21 1469 1463 967 939 1465 1455 1458 1458 1464
split_gain=8.13079 12.7752 22.3311 23.659 22.4831 19.61 19.3317 18.9036 18.3926 25.9467 32.8235 23.4026 19.0562 18.4854 18.1979 21.5041 20.3545 24.2322 23.4789 21.662 25.2561 26.8814 19.9314 19.001 18.6382 18.4261 18.0116 17.7452 32.0247 30.3876
threshold=1.5993600128483978 0.50933602050530713 1.0056208477415762 1.0000000180025095e-35 0.74657910936426475 1.8460070869938618 1.2416819416778384 3.1569310267559065 -0.2363894608792538 -1.4580664037135931 -0.051110432140844611 5.8677642129807399 -0.27504643491982955 1.2756511722692228 0.34647097549241135 -0.63176582655212954 1.6244443836513758 -0.17133938114537597 -0.4429405631277053 1.8034839195215984 -0.51252769393407926 0.34565609534912195 2.2766972579015441 0.61543861338552919 1.0000000180025095e-35 2.6851373032125321 0.10829016501627355 0.6450643276075535 0.59755703931761683 0.13308716897351316
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 14 27 -7 -5 13 10 26 12 -11 -1 16 22 17 19 -19 20 23 -22 -16 -4 -18 -17 -10 28 -3 -30
right_child=-2 2 4 7 -6 6 -8 -9 9 11 -12 -13 -14 -15 15 25 24 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00042279990649233564 0.0020174721942199133 -0.0014975363916073586 -0.03483048303004798 -0.0076062952245960691 -0.0098679999130863658 0.0087725186066870669 -0.017752075570764046 0.038681227993653193 0.0084270067664625331 -0.00089105115906054286 -0.0044817782980402536 0.042339412431202206 0.0026120425910439809 -0.0087747722661992433 0.0079503565508531708 -0.0083269290211059107 0.054405679115129106 0.015033130559380561 -0.009092275070620803 0.00020846140202518653 0.042972289376522983 -0.0021154746329489133 0.056884161103634256 0.034244892206150283 0.0092793738563025294 0.020074988428857916 0.032505435590320833 -0.0077961133126423143 0.050303857520748174 -0.011525762964453172
leaf_count=182568 22704 26582 185 14085 1470 3335 361 98 883 42461 1426 157 45189 4932 539 2871 187 737 1511 594 675 202 101 87 198 299 831 6261 251 151
internal_value=0 -0.00500422 -0.0356518 -0.0558743 0.0644772 -0.0263563 0.123366 -0.143229 0.00214516 0.0294625 0.254624 0.0223496 0.0205421 -0.0120965 0.110814 -0.0119862 0.204936 0.153785 -0.00560845 0.343893 0.518728 0.668752 0.347339 -0.180427 0.651392 -0.0995886 0.446806 -0.0454546 -0.0190434 0.579107
internal_count=361931 339227 60780 51124 9656 36941 3696 14183 278447 90947 3140 87807 87650 187500 8186 3810 4376 3991 2248 1743 1149 877 640 272 385 3170 1714 33245 26984 402
shrinkage=0.05


Tree=5383
num_leaves=31
num_cat=0
split_feature=1431 290 139 697 1449 1243 1140 1174 1223 637 706 1315 1436 425 199 15 556 1106 779 73 1291 222 227 699 1329 432 1109 705 967 415
split_gain=8.06038 10.1421 16.3531 13.0944 13.9943 13.5568 13.3421 12.9489 12.8764 18.0372 14.8422 16.2073 14.6897 14.6593 20.4238 13.8352 13.2924 12.6398 16.1242 13.7831 16.0214 14.5399 14.3031 12.7722 16.9771 12.612 12.1047 12.0709 12.1265 11.7853
threshold=1.8641952677858011 0.26599743092428235 -0.40736120024633365 -1.5483861711767273 -0.23193492241610289 0.14000445396469943 1.0000000180025095e-35 -1.02166000067342 1.0000000180025095e-35 -0.11202878340961543 1.9394510504218703 -0.8257034287404138 1.0000000180025095e-35 -0.17289704302343911 1.0000000180025095e-35 1.2200197692187233 1.822620385134381 0.4542920563282194 -0.86190881834998911 0.74722776543357483 1.1335042337638954 -0.19281815889543011 0.037095395208337448 -0.54615079067027739 0.83742096275741529 -0.12046189611033793 -0.77883916261871622 0.65881078006384819 0.18529072009771122 -0.90937370797362915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 -2 -7 29 13 11 12 26 -10 15 16 25 19 -19 21 -21 23 -22 -4 -25 -15 -11 -23 -29 -6
right_child=1 2 17 4 8 7 -8 -9 9 10 -12 -13 -14 14 -16 -17 -18 18 -20 20 22 27 -24 24 -26 -27 -28 28 -30 -31
leaf_value=1.4907746302472391e-05 0.0061529668545022495 -0.016699453025861816 -0.014119702482194268 0.0089669937481216318 0.014130756506357606 -0.05273536449920492 0.064402266844577671 -0.0031548225107869577 0.025417672151738926 -0.028218643777915942 0.064338632426932385 -0.022346412448744375 -0.019930586960058908 0.012219962473149106 -0.044038323111802058 0.089077015501429088 0.071164045112585783 -0.04073967524407205 0.018577618063607172 -0.032948940129210229 0.11622655386609233 -0.020776695606933418 -0.054805415492619108 0.03174879138755201 -0.025809985152589168 -0.043147563850354627 0.06306153847389824 -0.0095958359218564545 0.043622060079302444 -0.017055821190455418
leaf_count=345176 233 2258 285 3185 331 123 87 1838 596 37 34 927 109 219 191 26 35 97 680 595 21 816 37 531 147 112 78 180 98 2849
internal_value=0 -0.0622818 -0.153565 -0.0101387 -0.0279549 0.0769664 0.531822 -0.128063 -0.12954 0.00335629 -0.223582 -0.27985 0.29628 0.231517 -0.0733212 0.232635 0.0836526 -0.0365622 0.244197 -0.132366 -0.523927 -0.0318978 1.13429 0.225374 0.430092 -0.0977651 0.854773 -0.234591 0.193171 -0.274782
internal_count=361931 16755 5745 11010 10690 5146 320 1961 5544 2364 1185 1151 224 1179 583 392 366 3487 777 2710 653 2057 58 963 678 331 115 1094 278 3180
shrinkage=0.05


Tree=5384
num_leaves=31
num_cat=0
split_feature=1440 665 678 624 1176 1453 1055 760 966 1183 973 1317 978 350 1450 296 16 1107 1251 15 1465 18 621 837 1358 1089 1436 981 1237 334
split_gain=8.05944 10.8234 21.8416 15.0322 12.4841 14.2341 12.4674 12.3741 14.7842 15.1371 14.793 13.7463 13.1957 14.9264 12.0299 15.3706 13.0976 14.2384 12.2282 12.0172 11.3778 11.0896 11.733 10.9617 10.9325 18.6367 18.5787 18.1148 17.0685 17.6037
threshold=1.0000000180025095e-35 3.0858555402564884 1.6243751288565669 0.29654815447663924 1.1846695270705798 1.9142027959396961 0.96173622263338621 -0.2994835818415022 -0.60529758244084264 -0.7970078084054889 -0.50573639966279982 -1.0182539178409313 0.7125047573886053 -0.4849526820376141 0.096371859603630844 1.1078048944398253 -0.22592727966139053 0.010052391720071907 -0.39600816244529707 1.7252490091840407 2.873316917895123 1.0854964409097558 0.27925889231723316 0.7451066522233053 0.48172645892998917 1.0000000180025095e-35 3.4718762383809216 1.7060327193526743 0.5723095224056084 2.3589082062198705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 14 5 -4 7 8 -5 10 -10 -9 13 -13 15 16 17 -3 -17 -18 24 22 -15 -16 25 28 27 -26 29 -1
right_child=-2 2 4 6 -6 -7 -8 11 9 -11 -12 12 -14 21 23 18 19 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0009429544179727407 -0.0016974049812060227 -0.035207366350965275 -0.025663511222374542 0.036494064284762533 -0.067822635276339679 0.05906474706233477 0.037540806117052669 -0.069653257096720947 0.012020369729613314 0.01920175767487442 -0.042803648276080714 -0.037288035251593445 -0.033781951298761555 0.035615571183422033 -0.023025138666814691 0.0062083167275178673 0.033855993397988719 0.012218734799515484 -0.077682777481729623 -0.02742004560277634 0.0048073224774899557 -0.032929974051237348 -0.010936128123996369 0.02707702329954903 0.00083531243370852282 0.00040843069243699196 -0.021071238885102671 0.0083080644850106831 -0.0059568442772194377 -0.01538824058756235
leaf_count=82408 48464 123 137 349 66 24 215 42 124 570 119 68 102 254 370 37 311 235 46 42 6391 46 84 61 69787 130086 408 4403 14973 1586
internal_value=0 0.00225677 0.123914 0.169923 -0.533781 -0.212221 0.286341 0.222351 0.354468 0.1921 -0.273695 -0.031693 0.0483587 0.201352 -0.0214823 0.137789 0.242017 -0.0631162 -0.751198 0.531112 0.00065708 0.361598 0.490826 -0.317527 -0.00151357 -0.00968274 0.0234202 0.0265733 -0.0355067 -0.0231551
internal_count=361931 313467 3425 3198 227 161 1973 1758 1162 813 243 596 554 452 1225 794 711 358 83 353 310042 384 338 431 303651 229053 74598 74190 98967 83994
shrinkage=0.05


Tree=5385
num_leaves=31
num_cat=0
split_feature=519 927 1188 588 710 969 695 1052 1337 977 1155 1051 1470 163 785 622 853 498 687 192 1454 980 1258 764 839 7 902 383 1381 690
split_gain=8.07388 14.8952 17.5827 17.4581 13.9945 15.0183 15.8762 14.4517 15.0538 13.6287 13.1828 14.5925 15.6362 13.3557 12.7602 13.1348 12.4715 14.3144 15.0486 13.6039 12.7539 14.0328 12.3469 13.1969 12.2055 11.9971 13.2681 13.1107 16.0488 12.1414
threshold=2.1420547332082829 1.0483613175537825 0.95938057090473372 0.71188872395471614 0.46798748183790811 1.8095556012326954 -0.94066670553653375 -0.41278261446460479 1.8331623066764118 -1.9773824360637804 -0.65815051128771651 -0.41568041577264364 -1.3427662161477687 0.46038850543661919 1.790811805127821 -0.55698568070812049 0.91359539958596292 -0.82516465024771801 -1.3786251993972209 -0.43085510457888271 -0.47921441570843964 -0.29423805694525967 0.22842375967882825 0.38820567617670626 1.150886471211547 -1.2710551797096417 0.46408800555585555 -0.66400471308254227 -0.46939042288874872 0.21150866480675548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 16 9 5 10 -7 24 22 -2 11 13 -13 -5 -11 -16 17 -3 -19 20 21 -20 -9 -24 -6 -22 27 28 -27 -29
right_child=1 2 -4 4 7 6 -8 8 -10 14 -12 12 -14 -15 15 -17 -18 18 19 -21 25 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0002474673363766529 -0.031498402742508411 -0.024547576887090902 -0.023949612501715938 -0.0066029197817989637 -0.031291590528668985 -0.037816039051286179 0.052540469371677806 -0.0093164715424315092 0.082917806633405061 0.00090651297914540359 0.015519918994149251 -0.067649414686417539 0.013850572333958647 -0.058682618112614361 0.031229267646600774 0.0042057761050313452 0.010771932003863244 -0.032490804294382163 -0.074555869621772269 0.0098441239884446176 -0.052438322215257599 -0.013239487152946051 0.047559228617507908 -0.030411704622585335 0.040156117209675421 0.018044109814313477 -0.040779865335898169 0.0019069682379115776 -0.082128939599877257 0.040450920131002405
leaf_count=338398 207 422 486 280 273 25 166 319 29 14779 2103 31 610 76 335 618 701 198 82 931 54 141 93 36 29 33 70 229 41 136
internal_value=0 0.0375965 -0.0917584 0.0614167 0.188403 0.250385 0.819185 -0.0754541 0.152195 0.0277404 0.212281 0.0053941 0.202199 -0.349523 0.0341624 0.283236 -0.0313584 -0.109064 -0.0332782 0.0258653 -0.185375 -0.655517 0.0549504 0.584979 -0.465458 -0.0243538 0.0689684 0.199384 -0.630602 0.356975
internal_count=361931 23533 3524 20009 4070 3291 191 779 477 15939 3100 997 641 356 15732 953 3038 2337 1915 1717 786 223 448 129 302 563 509 439 74 365
shrinkage=0.05


Tree=5386
num_leaves=31
num_cat=0
split_feature=181 852 970 651 1002 905 1469 791 1189 1037 1169 21 483 905 499 1382 486 155 762 348 702 705 87 720 705 766 21 1329 641 28
split_gain=11.9262 13.4114 18.3579 17.4753 24.5663 17.5123 22.0848 16.3249 16.0292 19.0775 17.5475 19.7643 18.9649 17.9312 17.1493 15.9635 15.5121 20.3321 19.8338 15.8857 15.5582 15.4327 17.7034 17.4157 19.7339 18.8873 14.9688 14.9049 17.4647 14.9503
threshold=1.0000000180025095e-35 -0.22706799479215015 1.278368520573322 1.1107569744011787 2.2332469152510641 1.7332344874786689 -1.3460032622719822 1.0000000180025095e-35 -1.4787868599182235 -0.79342393977357506 0.18848160436186537 -0.13431221002227373 -0.14401723260630073 0.6816917737009125 2.1639446932589563 0.47529987430739179 0.81879334275092897 0.2943094280505496 0.43006176035357102 0.45169934031770348 0.75749832278148921 1.2669794464051074 0.30953150171145288 1.0000000180025095e-35 0.037793479926647083 1.9565012137730304 -3.9164670491403295 0.76922938857207546 3.2700127965381456 0.88286420393433984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 7 -7 15 9 -1 11 12 -10 21 -15 -5 17 19 20 -9 -18 23 -23 -13 -25 -26 -3 28 29 -4
right_child=-2 26 27 4 -6 6 -8 16 10 -11 -12 13 -14 14 -16 -17 18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00035921627843714789 -3.7341603334564207e-05 0.00064521411203863539 -0.00012546539607841194 -3.3251569221801324e-05 -0.00046881127090834488 0.0012131682586745613 -0.00047938865605802266 1.6614858136291912e-05 -4.3037411729887566e-06 4.7568942271342052e-06 -5.7129681141464102e-05 -1.8264792392985327e-06 0.00011934429028513187 8.3705951673775157e-05 -0.0005552465167157389 -0.00027769972941037765 0.00083157646146601427 0.00029761034260795228 -0.00032386545341681717 -0.00048545924218862082 -0.0002325953970278621 4.0204798831420429e-05 0.00062684247692491521 -0.00038843956474210987 -0.00011459913497834265 0.00064473296003034468 1.0113926364123405e-05 -0.00034014325578922286 0.00086422683568662683 0.0002226202762085872
leaf_count=1643 75166 217 8868 4995 872 28 792 1000 12940 2151 31559 9103 13664 7294 229 1910 348 830 148 488 80 1851 305 1429 9278 166 171211 2351 142 873
internal_value=0 -0.00136421 -0.0220767 -0.0126737 -0.0972592 -0.0672482 -0.39789 -0.0406591 -0.00111745 0.159742 -0.00745284 0.0153647 0.062644 -0.0246629 0.0677238 -0.102345 0.10288 0.0167298 0.427792 -0.145096 0.653041 -0.0589812 0.120507 -0.0798316 -0.14029 -0.103235 0.0110234 -0.12188 -0.0825625 -0.0951967
internal_count=361931 286765 115337 103103 11491 10619 820 9799 91612 3794 87818 56259 26604 29655 7523 6905 2894 2318 576 1488 428 22132 2156 19976 10873 9444 171428 12234 9883 9741
shrinkage=0.000980392


Tree=5387
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 1091 1154 630 362 1222 986 1328 1113 480 848 848 493 1375 1383 221 212 76 986 288 1259 1117 566 659 980 933 1251 967
split_gain=8.02644 19.656 14.7502 14.2362 15.7797 14.5466 17.9107 13.345 18.6231 18.1615 20.7581 21.4599 17.3815 16.7489 14.4896 14.4487 18.1567 14.2218 18.9454 17.2904 24.3006 17.3075 14.4047 13.3128 14.8797 19.1331 19.3939 17.4732 18.2655 16.7112
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0000000180025095e-35 1.0000000180025095e-35 1.1482168774013999 1.9100313838967666 1.2281653790456704 0.6087480260917858 -0.62954992394799725 1.3160405419147791 0.6191891193318656 1.3852345312245766 1.5744455315985795 0.36851286587960824 2.3417410381969046 0.50664067616930752 -0.86796855717110477 -0.59163886520919995 0.1106016954306689 -0.13817770223807546 1.1743613578753995 -0.29117811577931119 0.98294199486017908 0.54452982816004791 2.2359170208873898 1.456835372314697 -0.33422119364899694 -0.67859547760353067 2.2578214786662882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 -4 17 10 -10 -12 15 14 -14 -11 -17 18 -9 20 -20 22 -21 24 -2 26 27 -26 -29 -30
right_child=23 -3 3 -5 5 6 -8 8 9 12 11 -13 13 -15 -16 16 -18 -19 19 21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.003365864862858363 0.0014704758096445482 0.00030786433938454237 -0.0046229870718122257 0.0005688962490979346 -0.00062289233152338416 0.012932051440435438 0.089662569174434381 -0.023331077742853371 0.017463684015397361 -0.028170876270394354 0.028793396634081508 0.221300460773135 0.21402751748298929 0.011686101274468137 -0.05253896732316813 -0.0023291058201601843 0.15418183032455102 -0.023866772721664986 -0.03200878426728903 0.098441486645721166 0.12605443251667156 0.1972789540219867 -0.022137856237063422 -0.0017974613816718209 0.0032869256134103447 -0.011717760984771374 -0.0074338835854772488 -0.0066138608098122408 0.0011492796359892116 -0.022842871549988316
leaf_count=4504 122910 89418 45503 11608 6048 671 46 636 237 907 30 24 23 143 27 107 25 3694 184 58 46 21 146 31372 15806 2171 4523 6425 14150 468
internal_value=0 -0.0153037 -0.0511136 -0.0641085 -0.0859449 0.0290738 0.375004 -0.106425 -0.274475 0.120306 0.854457 2.51194 -0.143423 1.09258 3.08919 -0.347197 0.780755 -0.3826 0.0557276 0.651617 -0.0425915 1.52763 0.958184 0.00774228 0.0159914 -0.0196984 -0.00919952 0.00797957 -0.034 0.0105356
internal_count=361931 164106 74688 70184 58576 6765 717 51811 6308 1523 291 54 1232 193 50 1039 132 4785 1091 455 230 225 204 197825 166453 43543 41372 36849 21043 14618
shrinkage=0.05


Tree=5388
num_leaves=31
num_cat=0
split_feature=1081 404 970 765 1100 76 840 289 789 450 638 289 138 213 1041 699 495 1253 431 701 979 757 1209 779 558 222 875 897 695 345
split_gain=8.14223 19.4362 19.291 21.6852 18.5539 21.4778 18.2797 14.8144 14.8052 17.0995 16.5451 20.1154 19.9846 16.4886 21.5439 16.6937 15.424 19.456 21.4578 16.4005 15.3341 15.7633 14.8954 14.8052 14.6907 17.9082 17.1955 16.6907 16.4988 19.6243
threshold=1.0000000180025095e-35 0.76881834321921005 -0.31172529863483484 1.9605125454316705 1.3389766662418514 2.6189974071251663 2.7490347410749516 0.16002411486550708 1.1248358748350926 0.69231615738246322 -0.94996888435674576 -0.97973929768467649 -0.42170355469559567 0.3125131892489254 0.97641404079524541 -0.31617454435095316 0.51123634728279488 -0.75631510036499028 -0.10619134010747851 -1.6742589776458892 1.3504707218678482 3.3811131643223908 0.6851534687528501 0.54475555057230829 0.92825175057561848 -0.3711268292190858 0.53568775283694692 -1.0467026087416367 -0.27662889626126591 0.67356205957104298
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 24 6 -6 -5 -1 10 -10 12 -12 22 -15 -16 20 18 -18 -19 -13 -22 23 -11 26 -26 27 -4 29 -28
right_child=1 -3 4 7 5 -7 -8 -9 9 13 11 16 -14 14 15 -17 17 19 -20 -21 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.00065497574499654701 0.0021633368522548635 -0.0042364254815559525 0.0049072447593938133 -0.0026698526864193731 -0.0078179658206388048 0.029675516412858025 0.027129161854619332 -0.026004565182378533 -0.0078746634997963524 0.0034515277575550515 -0.0015824363104465619 -0.0019209518836604284 0.020893080430585135 -0.024605577597338765 0.0316762122472702 -0.017983701451185947 0.0068293124760266197 0.05574903593935332 -0.034506736262265907 0.0063652143095882345 -0.021145333945147934 0.045712002076490933 -0.019075985455870401 -0.024050461698555375 -0.0045902920295854722 0.0080025692995419687 -0.01069404463395204 -0.0044158044687236404 0.0072251594062135247 0.015428685561324668
leaf_count=205014 43230 26939 3610 1146 15599 352 288 766 3697 2176 1128 10125 1309 1344 146 188 313 78 358 3585 972 36 622 322 2674 5297 2062 23153 4868 534
internal_value=0 -0.018193 -0.00365015 0.0328768 -0.0356896 -0.125159 -0.141456 -0.238094 0.00624679 -0.0446854 -0.0170262 0.0116583 0.221712 -0.167581 -0.354249 0.145087 -0.0164252 0.0910431 -0.274862 0.148536 -0.0641416 -0.350338 -0.0720017 0.0067344 -0.0120739 0.0826124 -0.0344058 -0.0646289 0.0668022 -0.0974549
internal_count=361931 130518 103579 45142 58437 16239 15887 1912 231413 26399 21601 17904 2437 4798 1678 334 15467 4334 671 3663 11133 1008 3120 2498 42198 7971 34227 26763 7464 2596
shrinkage=0.05


Tree=5389
num_leaves=31
num_cat=0
split_feature=1450 1467 684 1458 1452 1452 21 1452 1452 1467 1469 1449 1450 1452 1456 1453 1454 1452 1469 1459 21 1458 1459 1451 1458 1467 1449 1467 1465 1459
split_gain=8.02788 17.5456 27.6624 26.4162 25.7405 39.9808 32.5529 52.801 29.6491 35.4631 53.5286 52.4744 52.2548 47.3109 49.5074 39.6507 51.3824 33.7745 28.9615 28.8564 28.8413 27.6216 29.2104 28.6639 46.6776 37.483 37.5497 30.4503 27.3639 48.6459
threshold=-0.35262914890079794 0.20098761120618283 1.0000000180025095e-35 1.2067754800055484 -0.22703747551118403 -0.35757239763098808 -0.32341995197817647 -0.57784241519836965 -0.14696914693305527 -0.55255913208102625 0.42433792593615 -0.351202439492452 -0.3903862718628921 -0.12401946641855496 0.42480949284315478 0.89653246390762387 -0.71584950188157126 1.0000000180025095e-35 1.7934017781504392 0.43577943106047246 1.0000000180025095e-35 -0.67921195147944913 0.22729376910657537 -0.36347524434235901 0.70333210766501042 0.060492031153216698 -0.68447756783004043 0.12338804363001538 -0.58975303602156071 -0.16909159747159788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -6 11 17 13 -13 -10 15 18 -17 -11 -15 -16 -12 -7 23 24 25 26 -23 -25 29 -8
right_child=-2 2 -4 -5 8 21 28 -9 9 10 20 12 -14 14 19 16 -18 -19 -20 -21 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00846500257508369 0.0004216475533570005 0.0031346790452536481 -0.0035545937812893561 0.0056643826144476368 -0.013806370173619551 -0.0056735832055060144 0.0078183080368104171 -0.0061870219901173067 0.034543903776333727 -0.01578015252418237 -0.0069675416521348304 -0.0036901475324345144 -0.049534180221432564 0.010228445819312334 -0.0203189667838755 -0.078432277356406108 -0.0013048471944570516 -0.00022961105619450023 0.039283892788724073 0.02349677504800339 -0.023207901373687424 0.039083533120797806 -0.0044067764635167981 0.0095490460658993592 0.083106481990048844 0.055419688176384964 -0.00014428833025817125 -0.044321032665383522 -0.0059653095035402635 -0.0086934954319554895
leaf_count=9962 201719 30900 13850 6397 4610 2141 5995 6549 743 2728 3753 10137 532 5091 1663 153 729 12488 585 266 3780 400 1735 3953 125 255 1284 148 25089 4171
internal_value=0 -0.0144235 0.0258451 -0.0304178 -0.0398456 -0.00772029 -0.0355725 0.0579961 -0.0836364 -0.0637434 -0.130022 0.0125017 -0.108472 0.145418 0.0896386 0.185904 -0.279178 -0.053089 0.262296 -0.274918 -0.315358 0.128286 0.191972 0.265412 0.489413 0.384357 0.235476 0.151667 -0.0752856 0.0257882
internal_count=361931 160212 44750 115462 109065 61807 51766 16511 47258 42648 22749 19899 10669 9230 8487 6558 882 15216 5676 1929 7533 10041 7900 6165 2064 1939 1684 4101 35255 10166
shrinkage=0.05


Tree=5390
num_leaves=31
num_cat=0
split_feature=821 1442 1396 407 871 21 566 1454 1469 1452 1462 1469 1462 1465 1453 1453 609 1470 21 557 1451 63 958 1465 1453 1029 1467 1466 149 547
split_gain=15.1199 21.4524 19.7458 18.695 19.1983 22.201 24.4132 23.6828 23.1459 25.544 31.759 33.8883 29.2517 29.095 27.6058 21.8414 25.5592 27.661 21.3642 20.8445 22.4352 23.3338 20.3894 25.3978 23.5998 23.0211 21.8418 20.0695 19.9274 19.6316
threshold=-1.0305144854359449 -1.2625182715263061 1.2676718974403742 -1.2965003005540392 2.4008401756919917 -0.32341995197817647 2.0449780822036492 -0.91909735138557946 -1.1374964112163577 -0.040165293880613427 -0.19274214021374381 0.32991972923171631 -0.14314434988924038 -0.17812979263601394 0.82266559602565426 0.45386269490447478 1.0000000180025095e-35 0.28143045329286537 -1.2689586617576902 -0.26413415435030646 0.062201414704954806 -0.35700095070996896 1.0000000180025095e-35 -0.39106007498614315 1.0000000180025095e-35 -0.65139616851932414 0.027744735654897854 0.019481231302653043 -0.12459955478311045 0.55489234843406188
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 18 -9 15 11 14 29 -13 22 16 -10 19 -5 -18 -21 -22 23 24 -11 27 28 -25 -24 -12
right_child=1 3 -4 4 -6 -7 -8 8 9 10 12 13 -14 -15 -16 -17 17 -19 -20 20 21 -23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=-3.8187996731115875e-05 -4.0233858753217197e-05 -6.4389839467393856e-05 -0.00026007906640642271 -0.00069306835201598898 -0.00012791096019369814 6.7305368307801012e-07 0.00025469585347665761 0.00013032389611140988 -7.397975794089988e-05 -0.00042538854662352039 0.0019840207629960569 -0.00048333521365476965 5.5682418416579209e-05 -7.4343835651238971e-06 -0.00036579919081017591 0.00019567133920239888 -1.912967151483339e-05 -6.9085348978413136e-05 0.00030571648630630489 0.00029724370348080121 0.00018442161309405484 -0.00030386990304060954 -4.9134592874455629e-06 -0.00046990029229043728 0.0002397900101062269 0.00023173264114583438 -8.2765497070716888e-05 0.0001751234080058422 0.00045802615832420341 -0.00045241916727117225
leaf_count=94827 37690 22402 3057 142 6870 138820 2450 8470 8677 1750 50 2772 5985 980 1289 4357 2625 4144 2235 4211 1406 677 774 684 339 1262 1497 376 1089 24
internal_value=0 -0.00109173 -0.0564548 0.00672012 0.0126606 0.0159995 0.0529311 0.0426742 0.0329235 0.0108824 -0.0551935 -0.125191 0.0750882 -0.337054 -0.0545842 0.0558123 0.0261505 0.0853971 0.264228 0.151569 0.216286 0.0272826 -0.00357855 -0.109899 -0.312856 0.0449202 0.127358 -0.217331 0.284497 1.38892
internal_count=361931 267104 40747 226357 203955 197085 58265 55815 53438 44968 18871 12812 6059 3752 9060 26097 21740 13063 2377 8919 6294 2083 7771 4411 2089 2322 3360 1060 1863 74
shrinkage=0.000980392


Tree=5391
num_leaves=31
num_cat=0
split_feature=785 519 713 650 645 659 921 783 1443 762 990 852 518 657 695 924 833 1368 460 1459 699 1463 1458 1456 1041 1462 1449 1122 1459 626
split_gain=12.1405 11.4095 15.7156 20.4418 20.0748 19.2358 19.2153 40.7623 21.5799 24.6905 18.706 18.7463 17.1514 17.0583 17.5105 18.9328 18.5511 17.0545 18.5173 17.1008 21.2705 20.9283 20.6414 19.5679 19.1064 19.067 18.3908 17.943 17.1531 17.1161
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.6923072129381651 0.66777575187080795 2.2359170208873898 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.65656536832909496 1.0000000180025095e-35 1.0794040238867422 -0.80522708219444705 2.1097569808217282 1.8999064755685127 -0.80201290801470704 0.70892277612114496 4.3297121247051882 -0.32303709040653633 3.0911051050642997 0.093599294775546141 -0.48054573248838922 0.74049508400456954 0.75765766419251124 0.70247026920229116 1.1079199123424177 0.046189418854665792 0.027245158437713041 2.8030760057392921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 13 8 9 10 -8 -12 -5 -4 15 17 -17 19 -19 20 21 25 23 -23 -24 -15 -27 29 -29 -21
right_child=1 -3 6 12 -6 -7 7 -9 -10 -11 11 -13 -14 14 -16 16 -18 18 -20 27 -22 22 24 -25 -26 26 -28 28 -30 -31
leaf_value=3.6685870288625635e-05 -3.3643063304578061e-05 3.6539873480415761e-05 -8.5680371291248621e-05 9.0395667442085288e-05 9.220194532925748e-05 0.00015848988191690742 -2.8388317261781401e-05 0.0002623315712922908 -0.00012345088438534417 0.0002480389164518279 3.0358924544169517e-08 0.00028098395665592408 0.00041686203432104654 -9.0212297320356536e-05 -0.000159538414421172 0.00028118106925783463 2.9683078832127173e-05 1.4119915892540088e-05 0.0017448071169292659 7.2615312006046091e-07 0.00041468278630648291 -6.8039812735525842e-05 -1.1352887965135158e-06 -0.00045875532974299867 0.00023704483765122096 -0.00034692373095221549 2.3392401913126141e-05 1.9594954933517107e-05 -0.00013080126586894418 0.00028833277812805106
leaf_count=29559 37313 21518 36644 5128 9620 3017 18216 3076 6926 2064 2604 1940 826 35372 5645 1984 11704 35625 42 48194 513 5143 8783 939 2372 3646 858 7678 13800 1182
internal_value=0 -0.0109637 -0.0151041 0.0197054 0.00426893 -0.0198282 -0.0236851 0.0268447 0.00033382 0.0300422 0.00626523 0.132458 0.146977 -0.0326945 -0.0239888 -0.0199047 0.0640954 -0.0274128 0.0159403 -0.0416884 -0.0742619 -0.0789796 -0.00983649 -0.127404 0.0498162 -0.112677 -0.265493 -0.0163636 -0.0799939 0.00781486
internal_count=361931 332372 310854 55904 49950 40330 254950 34826 31750 24824 22760 4544 5954 220124 183480 177835 13688 164147 35667 128480 57626 57113 17237 6082 11155 39876 4504 70854 21478 49376
shrinkage=0.000980392


Tree=5392
num_leaves=31
num_cat=0
split_feature=728 557 961 768 561 704 772 1461 825 1386 4 86 430 677 81 1363 291 828 1431 219 1255 1186 1385 340 1040 158 1397 123 349 1191
split_gain=12.8705 14.1011 14.6958 14.7143 14.7932 15.8766 16.8742 15.7564 16.144 15.2193 14.868 14.5634 16.0259 14.5176 15.7283 14.1972 14.7193 14.1435 14.1404 13.971 14.4868 15.3973 13.9449 13.7891 15.4505 21.218 27.487 15.134 16.8838 14.8445
threshold=1.0000000180025095e-35 -0.70530571838800626 2.7378363749037904 1.8137860382898303 -0.17402487330872571 -0.71871386815463467 -0.24264628986742817 1.8717810926560492 -0.70295162464487337 2.5056922461185365 -0.71374170465581865 -0.01444607270359791 0.74932089335939212 1.0000000180025095e-35 -0.84367245020730997 1.0000000180025095e-35 -0.20563718836512601 0.51308753709799848 1.0099929608726099 1.7595033048700868 -1.4326479073684271 1.9208245859831397 -1.5175796658797811 3.0855295566081735 0.33156885994427371 0.17829145814965261 0.60660661012854722 -0.42820380618892773 0.60008613705167047 1.6686090092273607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 18 4 5 6 -4 8 9 23 11 -6 -13 14 -9 16 22 -17 -3 20 -20 -22 -1 24 27 26 -26 28 -7 -25
right_child=-2 2 3 -5 10 7 -8 13 -10 -11 -12 12 -14 -15 -16 17 -18 -19 19 -21 21 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=0.0002916774434233774 -3.2632558424844074e-05 1.9195904242622377e-05 2.7728488801438005e-05 -0.00042237269422921222 -0.00026879075986216129 0.00046099487937415032 -0.00044545678186908255 0.001414158121615188 -0.00011021961535857941 0.0018082752096602811 -0.00032003858169534757 0.00076698061557308145 -0.0010170689609490672 0.0010832562496523115 -0.00058848888316835081 -0.000141991458024433 -5.8217474314697993e-05 3.6914906412566565e-05 -0.00027433784930917571 0.00015281111250460102 -2.8503686289884119e-05 -0.00036643030933727829 1.6577816378557814e-05 0.00043931975159653937 0.00024796200381591081 -0.0003399615825730496 0.0022029499685243823 -0.00030378433367851654 -0.00056970771218669506 0.0020041559189673984
leaf_count=1165 109090 158872 995 840 303 426 895 27 2073 33 2339 220 47 118 88 11715 20292 3398 2428 1829 20989 806 21514 289 93 104 56 712 138 37
internal_value=0 -0.00053225 0.00828709 -0.0908704 -0.0607474 0.00810107 -0.183948 0.0972218 0.0525393 0.219399 -0.223532 0.144729 0.550455 0.653776 -0.0296256 -0.0347113 -0.0127171 -0.101986 0.0122728 -0.0418613 -0.058481 -0.0417922 0.0309048 0.187279 0.0841707 0.628566 1.13872 -0.0369706 0.252423 0.655003
internal_count=361931 252841 194757 9833 8993 6084 1890 4194 3961 1888 2909 570 267 233 115 58084 42971 15113 184924 26052 24223 21795 22679 1855 1529 253 149 1276 564 326
shrinkage=0.000980392


Tree=5393
num_leaves=31
num_cat=0
split_feature=221 765 705 452 836 355 2 976 910 1297 71 345 357 16 139 1382 261 635 490 1390 892 1187 1190 277 710 1173 1245 645 494 225
split_gain=8.11694 13.78 14.3216 14.9133 21.1443 13.8679 13.867 13.5334 13.3424 15.5716 15.212 13.0678 15.9116 14.1395 14.875 14.9523 13.8584 14.7031 15.8066 16.1612 13.7715 13.0646 13.4012 14.9885 14.9735 14.0956 13.2079 13.9091 14.1627 16.9532
threshold=1.3426618058617994 0.069240445510059798 0.71877107111157812 0.60725649753328859 1.0060059332167002 -1.2249561663942752 3.2235193044207455 2.3578032391955133 -1.0611124998072428 0.90600868385389699 1.4390003269767815 -1.2442659767682545 0.86514208049430685 -1.6977326926170564 1.7305625403722444 -0.58960361773413128 1.0000000180025095e-35 -0.64535710321989104 -0.41934832757237883 0.14467290002028915 -0.27465669603247284 -0.36248714306853352 -0.45987596133138964 1.383899167819199 -0.83276694499521708 0.65957924865982853 -0.5330346847773455 -1.0608335140018084 -1.182741643648523 -0.79616342631571657
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 21 9 -4 -10 -3 13 20 -15 -16 -17 -18 -19 -20 -13 -2 23 25 -24 -23 27 -26 -29 -30
right_child=1 11 8 4 -6 -7 -8 -9 10 -11 -12 12 -14 14 15 16 17 18 19 -21 -22 22 24 -25 26 -27 -28 28 29 -31
leaf_value=-0.00029403811750684138 -0.0084896350002914463 -0.0063105334338592585 -0.018744417787049522 -0.04366412739259036 -0.017461169544963562 0.012181573436437908 0.06607738314523634 -0.029447019567865974 0.0068290157877865798 0.035188863142980711 -0.014757992515130134 0.0036520250651392258 -0.003888568048654336 0.0075332064646177191 -0.040286365317329147 -0.018464609681383939 -0.031192557125368878 0.074638665346416389 -0.037446991201577073 0.050704710147734144 0.062615435383775925 -0.00097952669058859183 -0.017593787590346046 -0.033770739224098484 -0.029751504552886915 -0.023371589535203158 0.00253315412100996 -0.023872139160912544 0.079901442732755387 0.022643944515143469
leaf_count=326022 4934 1596 626 69 404 1825 31 337 5470 77 427 105 1928 9963 229 295 67 61 60 51 113 2797 385 261 80 417 2575 111 64 551
internal_value=0 0.0301881 -0.00593914 -0.0469613 0.114878 0.211043 -0.0796254 -0.0838415 0.0767906 -0.239386 0.106957 0.084447 0.106525 0.140472 0.129278 -0.200748 -0.00805058 0.386324 0.699299 0.138231 0.728614 -0.0723928 -0.0137792 -0.114111 0.0797111 -0.0753623 0.126623 0.387293 0.481363 0.588895
internal_count=361931 35909 21441 14841 2298 1894 12543 12512 6600 703 5897 14468 12872 10944 10726 763 534 239 172 111 218 12175 7241 3475 3766 3214 3381 806 726 615
shrinkage=0.05


Tree=5394
num_leaves=31
num_cat=0
split_feature=280 424 69 70 146 1173 759 763 0 14 727 143 499 1047 89 1037 346 284 69 215 158 243 1191 621 1212 893 833 1317 286 81
split_gain=8.07658 12.7435 16.9285 15.3584 14.871 13.9683 14.5764 15.4996 14.2724 13.6129 15.1254 16.6042 16.7303 15.0327 14.2146 14.7396 15.5621 16.8685 14.9553 13.9079 13.8976 13.624 13.1395 13.0874 12.9977 13.4581 18.3399 14.9938 13.8955 17.7612
threshold=1.4789100365283692 1.3602663327291029 -0.055455344865378321 -1.3270322662766942 0.62726353757943143 -0.22650301438394035 0.71975246364022982 -0.84934357530287019 0.37346984457298521 -1.1696556728700715 -1.1275738623161491 2.448767069975665 -0.2596905338925064 -0.74601257949012412 1.5492320812410167 -0.16375335964103124 0.093200845473542002 -1.2493816939772169 -0.3995266385326845 -0.19310835793508682 1.3229733718081722 2.192032460598631 -0.32451024406358481 -0.78830763588637398 -0.72824034023836837 1.3799317331127356 -0.56943538989554121 0.50368947570552625 0.72328715315093406 -0.85362417311689864
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 24 6 7 23 -7 -3 13 12 14 20 15 16 -12 -18 -19 -13 22 -14 -11 -6 25 -4 27 -27 -28 -30
right_child=1 9 4 -5 5 8 -8 -9 -10 10 11 19 21 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=6.9058147433991653e-05 0.018065249783179381 -0.01749666987028908 0.0010933574429927749 -0.0066975409702939139 -0.017935898017294186 0.0084683256808862125 -0.033775128680922473 -0.003857154098381577 0.034201588324014293 0.037809212213993054 -0.007254791042321955 0.10882638900373094 -0.0043251704576967032 -0.022547340580785558 -0.032608226527515202 0.04247658353963002 -0.027247396131761571 0.15675894966832898 0.044079529598655021 -0.011118859995716331 0.12047888751407952 0.051350700232918337 -0.05232041290015154 0.047502318855305474 -0.00530491684129571 -0.021189785324424136 0.020680821462603229 0.053587632885791985 0.1888895502071995 0.059035878715021334
leaf_count=331361 400 694 1567 15020 64 1055 214 914 388 80 316 44 1146 435 104 436 69 24 89 36 20 55 74 146 6593 228 140 82 21 116
internal_value=0 -0.0432068 -0.0617098 -0.119481 0.0132517 0.163328 -0.0270936 0.0785236 0.317543 0.114479 0.178383 0.277627 0.233539 -0.199602 0.466117 0.548504 0.207757 0.862096 1.36981 1.45691 0.513678 -0.000129118 0.178168 0.622521 -0.0449887 0.128537 0.523755 -0.00590465 1.03409 1.68219
internal_count=361931 30570 26948 15420 11528 2781 1338 1124 1443 3622 2928 2319 2239 609 1038 934 498 182 113 80 174 1201 154 210 8747 2154 587 310 277 137
shrinkage=0.05


Tree=5395
num_leaves=31
num_cat=0
split_feature=785 728 885 1457 81 1107 983 1002 1461 332 464 1065 568 988 1325 1382 1242 1045 444 489 24 87 1105 284 914 1080 718 930 545 1185
split_gain=15.311 12.7462 12.6564 17.24 17.0613 17.2087 17.3773 17.0903 19.3492 18.0026 27.8551 21.0972 20.7713 19.3173 16.9469 18.014 18.0055 16.9389 16.7495 16.4324 17.7967 16.8237 21.701 17.3719 18.9061 15.6078 16.6588 28.591 24.1725 21.8566
threshold=-0.86283290253235112 -0.90320472132347296 0.35018306414905159 4.7787224532167558 -1.1720793062237382 -1.3056775892169139 -0.30518366188602924 0.69854289147193727 5.4281164756817288 1.0000000180025095e-35 1.0000000180025095e-35 1.0518754624258557 -1.1525449550552225 -1.3820670939764912 -0.1655977563054756 -1.4119668126558766 -0.86273403807903126 1.0070162970853074 1.0617732612454149 1.8891315002179339 1.0000000180025095e-35 0.93381287819237679 -0.39048405055145347 1.9482912773890952 0.33143667480277078 3.9810989087578279 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 -0.70607139715668366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 25 4 -4 6 17 9 18 10 -7 13 -13 -11 15 -15 -16 -6 -9 20 21 22 -18 24 -23 26 -2 28 -28 -30
right_child=2 -3 3 -5 5 7 -8 8 -10 11 -12 12 -14 14 16 -17 19 -19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00010306836990065479 -3.5928370282122434e-05 5.500668062181237e-05 -0.00017929351596894896 0.00041530048216656959 -9.6401127564044764e-05 -8.6809974006671394e-05 -0.00034434919586626318 -3.5724698660338525e-05 0.0010756645896039397 -0.00053813415595756967 4.6154902225315968e-05 0.00052859463973745427 -0.00010235544181586431 -0.00040961925182202022 -6.4318526800487527e-05 3.8516894018431424e-05 -0.00015262799158562894 0.00054695923516466158 -0.00028081215406916793 0.00044210421144211498 0.00018284779642739618 3.0761264815545339e-05 0.00010721340358255468 0.0017808362552504844 0.00069343425599903115 0.00024003561826122091 5.2069094585797918e-06 -3.952395138554613e-05 -1.7296818156900056e-05 0.00022601589333002341
leaf_count=3254 186468 26305 3422 426 1737 20972 2120 10516 56 298 16423 219 4341 532 2160 15925 2285 322 1332 699 9341 565 3433 25 282 953 13248 25567 2657 6048
internal_value=0 0.0408257 -0.0134579 0.00774333 0.00554661 0.01037 -0.160355 0.0158768 -0.0599836 0.0285818 -0.0132579 0.0569113 -0.0733748 0.0747916 0.0786809 0.028078 0.120998 -0.00118711 -0.0665571 0.143386 0.129502 0.0447088 0.00351995 0.320657 0.260244 -0.0238894 -0.0254037 0.0134439 0.0755683 0.162201
internal_count=361931 29559 332372 97431 97005 93583 4179 89404 11904 77500 37395 40105 4560 35545 35247 16457 18790 2059 11848 16630 15931 6590 5718 872 847 234941 233988 47520 21953 8705
shrinkage=0.000980392


Tree=5396
num_leaves=31
num_cat=0
split_feature=785 519 713 650 645 659 921 783 1443 762 990 852 657 695 924 833 1368 460 1459 699 1463 1458 1456 1041 1462 1449 1122 1459 626 1169
split_gain=11.397 11.1393 16.2075 20.3441 19.8106 19.1468 18.2351 40.6421 21.563 24.6094 18.6751 18.5191 17.3361 17.263 18.9295 18.5014 17.3986 18.3558 17.0934 21.5816 20.8413 20.4111 19.1781 19.1167 18.73 18.5325 18.2309 17.1595 17.0443 19.2888
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.6923072129381651 0.66777575187080795 2.2359170208873898 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.65656536832909496 1.0000000180025095e-35 -0.80522708219444705 2.1097569808217282 1.8999064755685127 -0.80201290801470704 0.70892277612114496 4.3297121247051882 -0.32303709040653633 3.0911051050642997 0.093599294775546141 -0.48054573248838922 0.74049508400456954 0.75765766419251124 0.70247026920229116 1.1079199123424177 0.046189418854665792 0.027245158437713041 2.8030760057392921 -0.68741158883941589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 12 8 9 10 -8 -12 -4 14 16 -16 18 -18 19 20 24 22 -22 -23 -14 -26 28 -28 -20 -30
right_child=1 -3 6 -5 -6 -7 7 -9 -10 -11 11 -13 13 -15 15 -17 17 -19 26 -21 21 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=3.5385832252677853e-05 -3.2690007396939791e-05 3.6138074576512939e-05 -8.5812351651008074e-05 0.00014454271354487903 9.2403092289202474e-05 0.00015902004404300178 -2.9492559889000815e-05 0.00026077568618044941 -0.00012454500168576879 0.00024651987044305211 -4.190979127415786e-07 0.0002788257455927888 -9.0158694681055504e-05 -0.00015822647124606726 0.00028109649001045403 3.0043736519754297e-05 1.4907760882151505e-05 0.0017385211617882031 1.1311843929169426e-06 0.00041836488922950368 -6.8010169988438535e-05 -1.4663968557722143e-06 -0.00045515556461932596 0.0002367471783553093 -0.00034580822458636737 2.5830351094290473e-05 1.9323809855705458e-05 -0.00013110688394457482 0.00073735775361064688 8.5698933447872646e-05
leaf_count=29559 37313 21518 36644 5954 9620 3017 18216 3076 6926 2064 2604 1940 35372 5645 1984 11704 35625 42 48194 513 5143 8783 939 2372 3646 858 7678 13800 320 862
internal_value=0 -0.0108037 -0.0148952 0.0204607 0.0050571 -0.0188861 -0.0236099 0.0256103 -0.000858368 0.0288412 0.00510659 0.131195 -0.0323889 -0.0236099 -0.0195543 0.0644392 -0.0270639 0.0167376 -0.041483 -0.0740534 -0.0788073 -0.00980524 -0.126764 0.0494972 -0.112442 -0.263927 -0.0161606 -0.0802982 0.00821737 0.29382
internal_count=361931 332372 310854 55904 49950 40330 254950 34826 31750 24824 22760 4544 220124 183480 177835 13688 164147 35667 128480 57626 57113 17237 6082 11155 39876 4504 70854 21478 49376 1182
shrinkage=0.000980392


Tree=5397
num_leaves=31
num_cat=0
split_feature=691 851 61 694 485 904 1262 89 695 426 179 1408 1173 1283 3 1230 776 120 79 143 1287 74 1386 1396 293 276 1047 460 841 557
split_gain=8.12684 16.131 17.9769 21.2373 16.1461 18.4384 18.8526 18.426 18.6556 15.9157 16.9166 16.0329 15.6972 15.6487 15.594 17.153 17.0086 16.2994 15.4363 15.2198 15.0194 14.8404 17.9257 14.6592 14.8722 14.7109 14.4373 14.4028 14.345 14.7538
threshold=0.11682074345248079 0.68308976018130074 1.0000000180025095e-35 0.2272477067481547 0.38596285281332238 1.3660572727787272 -0.39520879610267684 0.76961154611489146 1.0981368807539373 -0.86706387846204069 -0.5830602770567197 0.86526967358160645 -1.2942046232689781 -0.58770710193832976 0.3787971370362529 -0.92106560951488936 2.8731389408977033 2.7065325687875563 -0.40513098500712003 3.0703274795902598 2.8505942839630602 -0.71369010325973714 1.6734520937730102 -0.28422891130802269 -1.1257817959056537 0.2345558975630509 -0.2508018546782364 1.4788238215056537 -0.34029527832334056 2.1523731513697073
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 13 23 7 -7 9 -9 11 -11 -6 -3 21 17 16 -16 -1 -8 -14 28 22 -4 -5 25 -25 -19 -15 29 -12
right_child=1 12 3 4 5 6 18 8 -10 10 20 -13 19 27 15 -17 -18 26 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00029324882955483609 0.00054067888767695218 -0.024287326278658941 -0.017654597981269234 0.0035300897959695795 -0.019129882835389772 -0.005528765595499599 -0.0051640100984364518 -0.011915649301706284 0.052933438490899293 -0.0094401257041231441 -0.004172876764296481 0.046137201472858429 -0.0051944206675712526 -0.0062391856371185163 -0.0033437987762006526 0.0022722863251253352 0.035755178153280928 -0.025688348457878332 0.050279400178847515 0.030784099518780084 -0.077469842972217651 0.006328649761031039 0.061942956646304392 0.016297029079552387 -0.0088719833227625233 -0.051732241898430037 0.00093530480343357735 -0.020614993351420016 0.023721022019067495 0.063221479751431595
leaf_count=159856 74259 844 868 4399 509 241 109 1350 77 431 568 61 9659 15928 11429 66172 155 1244 357 181 22 2629 49 617 5825 74 731 1813 1431 43
internal_value=0 -0.0188509 -0.0103187 -0.0579711 0.0128683 0.120923 0.500772 0.0655004 -0.172056 0.166982 0.243219 -0.222839 -0.116225 -0.112633 0.00578966 0.0321715 -0.0554903 -0.00792724 0.777297 -0.0890675 0.330634 0.03819 -0.260132 -0.0496847 -0.130236 0.217467 -0.286705 -0.146149 0.352077 0.0337657
internal_count=361931 122344 111660 37401 16114 5199 707 4492 1427 3065 2495 570 10684 21287 239587 77756 11584 161831 466 9840 2064 3546 917 10915 6516 691 1975 17741 2042 611
shrinkage=0.05


Tree=5398
num_leaves=31
num_cat=0
split_feature=862 261 712 572 1190 692 1451 846 1325 1135 770 601 1252 945 355 360 8 1041 1323 1259 490 426 533 993 14 17 135 260 1313 82
split_gain=7.99949 10.1406 11.6757 13.3246 11.4769 13.146 12.7864 11.5452 11.486 11.3647 15.6679 12.6316 13.045 11.8532 12.5528 14.0022 12.2272 12.5068 11.6691 14.3163 14.0433 12.7895 14.3013 13.4602 13.5896 13.344 12.8232 13.4554 14.282 12.7845
threshold=-0.97446007815901359 2.1775222360406636 -0.63779424894106762 2.0852723642831088 -0.97278177473380856 -0.44206620420235482 1.9039147309702176 1.1889115521418228 0.46395160244942207 -0.55090486886779666 1.1626821980415885 2.5112235223019956 -0.077724473906373978 1.0000000180025095e-35 0.33803882990872275 0.35808653461660328 2.2607432031079546 0.10138853438430886 -0.65516473679282183 2.6616161021282987 -1.5312967579899963 0.39858887552267624 1.0000000180025095e-35 1.0000000180025095e-35 0.77664826589388503 -0.69155839295317845 -0.38422381907464448 1.3688607998728337 -0.30488993748398546 0.47416984490587488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 8 -1 -6 11 13 -4 -13 16 -15 -16 18 -18 20 21 -11 22 -20 24 -23 -26 29 -28 -29 -24
right_child=-2 -3 9 -5 6 -7 -8 -9 -10 10 -12 12 -14 14 15 -17 17 -19 19 -21 -22 23 26 -25 25 -27 27 28 -30 -31
leaf_value=0.021771413582648131 1.3801351378807558e-05 0.015997753552846654 -0.0010997231750879504 -0.038080525971991269 -0.0086491410184060587 0.045006606520110716 0.040207067062449267 -0.022410812385032168 0.012280678735517608 0.080979271530231892 0.0068395511351680652 0.094894341326810974 -0.013096541224533735 -0.031768137914233961 -0.015967278569842393 0.044905352525868206 0.049516221388800685 -0.044315436560626836 -0.014313407619560105 0.081807666477418522 -0.022497436390472064 -0.016714660900366458 0.00010291733664659254 -0.038555921679327455 -0.016561719555654917 0.071829626046532272 0.011085699096997742 -0.0066450277320067074 0.095331923106875341 -0.056735601951128714
leaf_count=228 347105 396 3526 161 1464 170 90 170 567 20 996 36 45 1155 504 93 90 31 1125 27 1707 497 412 377 47 55 683 31 47 76
internal_value=0 -0.0642015 -0.0774839 0.0654088 0.101972 0.397289 0.00987808 0.136677 -0.040167 -0.12002 -0.18268 0.00250324 1.03192 -0.232754 -0.456506 -0.0771797 -0.170188 0.582739 -0.19473 -0.110665 -0.411352 -0.128418 -0.0173468 -0.38038 -0.134007 0.657241 0.150321 0.346749 1.22137 -0.183826
internal_count=361931 14826 14430 2850 2689 568 2121 398 2031 11580 7973 3607 81 6977 1752 597 5225 121 5104 3377 1727 3350 2374 976 599 102 1249 761 78 488
shrinkage=0.05


Tree=5399
num_leaves=31
num_cat=0
split_feature=50 56 940 973 1183 638 531 1295 1162 250 1466 290 0 1187 657 832 499 636 632 276 358 1391 659 376 143 196 1175 17 145 20
split_gain=7.96418 14.777 12.0369 12.9491 12.8765 14.1565 12.7746 12.3943 13.7767 16.6497 14.2222 17.0344 14.1042 16.0311 19.2883 14.8295 14.7803 13.8883 19.4545 14.7975 14.2143 16.9548 15.6166 14.7664 13.4941 22.3039 13.4478 13.3864 13.2124 13.1397
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.3907917078320593 2.0738439265874189 -1.0295416576669603 0.011673064120474643 1.9322150810946037 1.3006632214813958 1.0000000180025095e-35 2.3830609921859591 1.1899876529434907 -0.057330567723791422 -0.63753248499586934 0.61005415010110331 1.0000000180025095e-35 -0.54802637058688675 -0.42090795476732651 0.44205327705313707 -0.9452130767439324 -0.065514022389052809 1.0533777345015309 0.096789737480190055 1.0000000180025095e-35 1.2189113891555967 -0.71116585116175812 1.0000000180025095e-35 0.34313572942445653 -0.05262369395786879 1.4877325413252367 -0.25778366952401072
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -4 24 9 17 12 -12 13 16 -15 -14 -10 27 -19 20 21 22 23 -20 25 -3 -13 -9 -23 -27
right_child=-2 2 4 -5 -6 -7 -8 8 10 -11 11 26 15 14 -16 -17 -18 18 19 -21 -22 28 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0024189806268721469 0.00037978955458623274 -0.0071369143286640277 -0.025035457248226825 -0.0077715366308283573 -0.013190411804139785 0.045826850204142004 0.034464337649526083 -0.012861009389893419 -0.047269624290945313 0.038549500183170569 -0.018945877972775239 0.079391119345624483 -0.044041613987666178 0.073592388883715207 -0.053190053433324946 -0.01464686819685811 0.0065349376643415993 0.083133275463492515 0.043299351319974887 -0.0062023922815218173 -0.022723300178393923 0.043603048895145401 -0.02028992368879037 -0.050478669777056742 0.0017407514177082313 -0.0020838904832542484 -0.027138687290095137 0.0010600693673923185 -0.059252847113830422 0.0077380503431988034
leaf_count=74092 197382 7549 223 3376 2710 164 65 2110 145 169 96 56 407 71 27 886 242 45 128 814 118 302 196 31 60043 4855 22 1891 21 3695
internal_value=0 -0.0154153 0.00236435 0.00642988 -0.178403 0.240101 -0.102655 0.0114243 -0.0801795 -0.0258744 -0.268261 0.361256 -0.343021 0.0267065 0.884695 -0.484246 -0.223557 -0.0458375 0.123697 0.0851555 0.306212 0.42632 0.0631999 0.569971 0.0201316 -0.0446323 1.07868 -0.126069 0.773823 0.0420545
internal_count=361931 164549 90457 87295 3162 452 288 83919 7777 5825 1952 174 1778 485 98 1293 387 5656 1655 1610 796 678 355 159 76142 16099 78 4001 323 8550
shrinkage=0.05


Tree=5400
num_leaves=31
num_cat=0
split_feature=785 727 885 1449 1455 539 1377 1002 572 1061 1004 1454 1467 1450 1176 893 1118 1080 718 930 545 1148 608 790 1185 890 428 495 1386 1390
split_gain=20.471 14.0264 13.8553 17.4738 27.1337 18.6317 17.2877 16.5672 16.8764 20.607 21.2054 18.7842 17.1547 16.8743 16.9151 16.6593 16.1293 15.9494 17.1225 28.3057 24.2914 22.4735 22.5768 32.0428 21.7585 22.3987 21.2437 20.3398 19.8967 21.9484
threshold=-0.86283290253235112 1.0000000180025095e-35 0.35018306414905159 1.2624102624837521 1.3837091346444212 1.0000000180025095e-35 -1.0606629817441902 -0.32459312438081372 -0.80326163028523578 -0.87357009987099121 0.59444477453878863 0.83666458647197584 3.0124991923077498 0.2851047416766056 0.54032782744357311 1.0000000180025095e-35 0.37493962751553139 3.9810989087578279 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 3.073785392405322 0.66665475971017707 1.8618223311409718 -0.70607139715668366 -1.3230736206490437 -1.0699309532947014 -0.10648405255226276 0.29810686548368953 -1.0289484995134253
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 6 -5 -6 -4 13 11 10 -10 -9 -11 14 -8 -13 -14 18 21 20 -20 22 28 -24 -22 27 -27 -26 29 -2
right_child=2 -3 3 4 5 -7 7 8 9 12 -12 15 16 -15 -16 -17 -18 -19 19 -21 24 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-8.1240454087354423e-06 6.1677022968526548e-05 8.9550699611737447e-05 -7.6214732728722382e-05 0.00014892408396325634 -0.00059120541107669745 3.1854924174054909e-06 0.00011792218353812314 0.00012856624005697196 -8.3447250516899789e-05 -5.3510800817595472e-05 0.000281886836263123 -7.3542265831059498e-05 0.00064013303442757958 -4.9124526461440197e-05 -2.2702943793577975e-05 -0.00086378086054232574 -0.00033828345578013741 0.00024049906147273332 2.9613476428946851e-06 -4.1009232278669707e-05 -1.8750689221804695e-05 0.00018881897554497623 -1.7192704732934126e-05 0.00018989632511563309 0.00023152358548436151 -0.00028659646943492227 0.00031852438700869017 -0.00034593900028230068 -0.00010067843814969281 -5.1354244054115164e-05
leaf_count=12551 12041 17008 15640 7005 486 566 16717 5774 1255 35202 1714 645 287 6335 5506 194 105 953 13248 25567 2657 2056 33362 3913 662 314 4390 682 48661 86435
internal_value=0 0.047375 -0.0153043 0.00686294 0.103731 -0.228545 -0.00268059 0.0107053 -0.0155364 -0.0336693 0.138673 0.0868862 -0.0491574 0.0539405 0.0833456 -0.223691 0.397363 -0.026205 -0.0277333 0.0116205 0.0733753 -0.0391165 -0.042388 0.00605619 0.160157 0.228287 0.290377 -0.0511843 -0.0583296 -0.0379391
internal_count=361931 29559 332372 97431 8057 1052 89374 73734 45176 38563 2969 6613 35594 28558 22223 839 392 234941 233988 47520 21953 186468 184412 37275 8705 6048 4704 1344 147137 98476
shrinkage=0.000980392


Tree=5401
num_leaves=31
num_cat=0
split_feature=785 519 713 507 921 783 645 657 657 839 695 924 1368 460 833 1459 699 1463 1458 1456 1041 1462 1449 1122 626 1169 728 565 996 1467
split_gain=15.0943 14.031 17.1933 21.9694 21.6413 42.2513 19.5711 18.6191 17.6341 17.6195 17.4364 19.7264 18.943 18.3871 18.1765 17.501 21.3454 21.0164 20.2724 19.1809 19.0152 18.7285 18.5056 18.4617 17.2891 19.119 17.2444 22.7042 23.6825 18.1758
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.0525743831388839 1.1155635910225459 0.66777575187080795 2.2603408215975165 -0.80522708219444705 2.778493016390716 2.1097569808217282 1.8999064755685127 0.70892277612114496 4.3297121247051882 -0.80201290801470704 -0.32303709040653633 3.0911051050642997 0.093599294775546141 -0.48054573248838922 0.74049508400456954 0.75765766419251124 0.70247026920229116 1.1079199123424177 0.046189418854665792 2.8030760057392921 -0.68741158883941589 1.0000000180025095e-35 0.4810433618479425 1.0565563832172893 0.86045060395161155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 8 26 -7 -5 -4 -2 11 12 15 -14 -13 16 17 21 19 -19 -20 -10 -23 24 -17 -26 27 29 -29 -6
right_child=1 -3 4 7 5 6 -8 -9 10 -11 -12 14 13 -15 -16 23 -18 18 20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=3.8942245943701468e-05 -7.5386088950866734e-06 3.8480003347679729e-05 -9.0945177473635293e-05 0.0001464340353626251 -6.6980443158369199e-05 0.00010713396164468649 0.00037134983532947989 -0.00032883626456623014 -9.5969734765840391e-05 0.0003497145156835957 -0.00016338571829124581 0.0002758052198682909 1.1885722199307719e-05 0.0017368647599384213 2.7286479587210303e-05 -3.9570241546028331e-06 0.00040893890427454974 -7.2998011407338529e-05 -7.0565149153098092e-06 -0.00045934253571012471 0.00023015692181805366 -0.00035099439994247408 1.9845108004602404e-05 -8.4160655067207557e-05 0.00073140430721440881 8.3467449631015016e-05 -0.00010564535502121415 0.00018772279349618223 -0.00026999754831897726 0.00017708050314117291
leaf_count=29559 47545 21518 36644 7248 10993 4982 1756 430 35372 681 5645 1984 35625 42 11704 48194 513 5143 8783 939 2372 3646 858 21478 320 862 10159 4683 574 1679
internal_value=0 -0.0141748 -0.0187594 0.0176217 -0.0277169 0.025849 0.179581 0.124447 -0.0372601 -0.00210837 -0.0284185 -0.024349 -0.0320001 0.0136526 0.0612809 -0.0470124 -0.0799049 -0.0846246 -0.0154387 -0.13178 0.0435794 -0.118325 -0.269523 -0.0214323 0.00306411 0.290318 -0.0170823 0.0209201 0.139799 -0.0332393
internal_count=361931 332372 310854 55904 254950 34826 6738 7678 220124 48226 183480 177835 164147 35667 13688 128480 57626 57113 17237 6082 11155 39876 4504 70854 49376 1182 28088 17929 5257 12672
shrinkage=0.000980392


Tree=5402
num_leaves=31
num_cat=0
split_feature=785 735 665 56 429 1106 772 1101 151 1380 1244 1405 494 828 1395 1387 1452 683 569 909 558 6 1328 150 515 568 765 370 633 3
split_gain=8.30297 9.58454 20.0135 13.6019 16.579 17.5345 15.0934 15.3082 14.4116 14.6859 16.0412 17.5587 14.6757 21.844 13.2801 14.1184 13.4094 13.0176 14.2519 14.0586 15.2067 15.4539 13.5816 13.1031 12.8142 12.6354 12.5063 14.3912 12.2271 15.2736
threshold=-0.86283290253235112 2.2560756724538602 1.0000000180025095e-35 1.0000000180025095e-35 0.900969516593498 0.096519447093083008 0.1084339010654497 0.63396854391812385 -1.0199942631581986 0.45483121751305117 -0.26630270132711542 -0.92467705846825121 -0.61306088147391624 -0.16957460450276027 1.6711790937673372 1.4356898138615388 -0.1014882148136543 -1.3831318875547542 0.9694289821848372 0.72993018548017885 -0.012763642026694605 -1.000256156968369 1.307212865747444 0.73355997829129593 1.0000000180025095e-35 1.1293923240450148 0.43023014093078221 1.0000000180025095e-35 0.77566123941214604 0.63296637794685229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 14 -8 10 11 -10 13 -12 15 16 26 18 -5 20 -19 -22 23 -21 -18 -9 -4 -28 29 -23
right_child=1 2 3 17 5 -7 8 25 9 -11 12 -13 -14 -15 -16 -17 24 19 -20 22 21 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017301533518092249 -0.00040903186908215175 -0.0023770479157800453 -0.012691899185542425 -0.01211273596749419 0.017150816215009052 -0.029001196197614338 -0.032366700471933289 -0.026350708618495845 0.049622967078579834 0.031802506123235139 0.027790145127658192 -0.033969723767652685 0.020481608888762014 -0.078513747953504284 -0.060156120027479387 -0.049817088673750926 0.041201978573753781 0.026908404011045522 0.041982948961679048 -0.025728747402358001 -0.043172267741509146 0.0037709761897425278 0.051596447354820045 0.019049163869954856 -0.026534292481193284 0.040639416988116683 -0.036677860616235049 0.067649789352931936 -0.024564383725585059 0.036663349787733064
leaf_count=29559 321536 5024 271 411 123 349 94 413 43 397 41 184 627 50 39 54 208 1110 61 223 69 403 35 103 45 37 25 47 89 261
internal_value=0 -0.00553125 0.0581223 0.141526 0.0405076 -0.32676 0.109942 -0.0835166 0.252634 0.303523 0.155234 -0.385356 0.299298 -0.518561 0.118255 0.188286 0.275732 0.247616 -0.0858418 0.310677 0.382378 0.159187 -0.0659536 -0.214536 0.63262 -0.410402 -0.0203049 0.751634 0.243245 0.343447
internal_count=361931 332372 10836 5812 3047 472 2575 1139 1436 1342 945 227 718 91 689 650 596 2765 472 2293 1932 822 361 326 253 450 343 72 753 664
shrinkage=0.05


Tree=5403
num_leaves=31
num_cat=0
split_feature=1423 785 729 852 1176 924 967 641 279 689 735 528 762 473 954 1470 984 1193 12 428 1184 697 498 635 1323 697 89 1320 844 816
split_gain=14.5772 16.6724 15.0988 17.6122 20.3898 17.8822 18.1693 17.717 16.6882 17.7146 16.4128 16.267 15.7971 15.7137 15.5136 20.0486 16.0801 16.0897 15.5 15.1926 16.9897 15.1504 15.1184 14.9615 14.8093 18.2524 18.7021 17.0245 17.2277 16.088
threshold=1.0000000180025095e-35 -0.86283290253235112 0.75637635299260908 1.0000000180025095e-35 -0.39038796090654743 1.8999064755685127 1.3545109027618707 -0.82178358410348673 -1.244889024342843 1.0000000180025095e-35 6.7528604876654406 4.0700657564217861 1.9237435870088089 1.0000000180025095e-35 0.98873640907070304 0.78209301887286675 0.89773723085465185 -0.27728390290977584 2.6411486675496727 -0.31397062549479093 0.054832508836796919 -0.52268158861834391 2.3761431599641116 -0.13387873612956422 -0.60543462122996194 -0.3507757926588384 -1.1584822504335908 -1.2669711057410789 1.6863236792543315 2.9000507500104784
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 13 6 11 21 18 12 24 -3 -10 -5 -4 19 17 -17 -6 20 -16 -8 -21 -19 25 26 -11 -28 -29 -26
right_child=-2 2 14 4 8 -7 7 -9 9 10 -12 -13 -14 -15 15 16 -18 23 -20 22 -22 -23 -24 -25 29 -27 27 28 -30 -31
leaf_value=5.3674417261295599e-05 -4.124583096260816e-05 -1.3913764429085619e-05 -4.7368581541536007e-05 3.2659475976813919e-05 -0.00010378879869166294 8.4503103214085377e-05 0.00032741948119540873 -0.00016641401861583309 -4.9935447306133954e-07 -0.00094657432126885705 -0.0013850695989273509 0.0005157142638016084 0.00027285681613619414 -9.6384921873725229e-05 -0.00026817486590633729 -0.0004865725212126709 0.00062110190595352768 0.00047021940536898259 -0.0013412057049867027 0.00023286960595119108 0.00021231995527590467 -0.00012235940639936338 0.0012546077565975509 -0.0003867952757864604 0.00015469442461264391 -0.00012798604740289041 -0.00054936924694620986 0.00024552263498156068 -0.00074131266472759571 -0.0002072946958193846
leaf_count=24350 74863 104044 75482 9754 2414 8548 764 8226 15493 82 30 228 930 9764 816 707 118 258 66 2298 827 838 64 221 15252 2487 161 2196 94 556
internal_value=0 -0.00198208 -0.00762745 0.00293473 0.033889 -0.0132864 -0.0210968 -0.121999 0.060924 0.0709436 0.111897 -0.0126586 0.0169723 -0.0286436 -0.0378199 0.0826328 -0.180829 -0.269269 -0.136876 0.160003 -0.0235567 0.103329 0.268866 0.0826181 0.11426 0.00833588 0.136792 0.168714 0.21392 0.144989
internal_count=361931 287068 262718 181927 59279 122648 114100 9828 39761 37281 20858 104272 16423 19518 80791 5309 1304 1186 2480 4005 1643 1602 2362 479 20828 5020 2533 2451 2290 15808
shrinkage=0.000980392


Tree=5404
num_leaves=31
num_cat=0
split_feature=129 699 796 854 797 326 146 710 1467 968 430 867 494 700 971 852 1100 152 1392 420 79 347 1390 503 1400 1124 71 1050 142 220
split_gain=8.08249 10.9805 14.2058 43.0852 17.8796 17.7484 17.3452 16.8917 24.9845 17.0287 16.945 17.597 16.8012 15.6086 16.7915 15.3114 16.6327 16.0421 17.4918 16.583 19.7958 16.1877 15.6591 17.2537 15.3989 15.2387 20.2859 15.2071 16.8256 16.5476
threshold=1.0000000180025095e-35 0.57952241499799417 0.38087715954262297 -0.87473648844905705 0.63961785378869596 1.6390506412245707 0.014492367516420914 -0.27154256308070024 1.9986304589459656 -1.2891797364282096 -1.0915758439081695 -0.72818492217606867 1.7007194448967955 0.80354110833047032 -0.16214993254557505 1.0747610123934368 0.46785215589125484 -0.68270222897284649 3.0243454669273118 1.5172102198545356 -1.3281063074039978 3.0129523516764185 -1.0557231322024074 -1.0955698807970484 1.9488867055090422 1.0689188899248141 1.4735049029802862 0.70788785977180435 1.5388529002338909 -0.88533961402397365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 5 -4 12 10 -9 -10 25 27 -6 15 -15 17 -17 21 19 20 -19 22 23 -1 -18 -5 -27 28 -12 -29
right_child=-2 -3 3 7 6 -7 -8 8 9 -11 11 -13 -14 14 -16 16 24 18 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.018594691025947227 -0.0017314528026181422 -0.0011598770301871086 0.001295506324024742 0.0078832582490980397 0.0032843608526522436 -0.051219393272120564 0.020924728033177593 -0.0002470094292054274 -0.050651845423918311 0.023744709022297725 -0.011005497638986263 -0.0028397140984226152 0.050831977165369059 0.00012692866697294744 0.0063013485978393987 0.0050935422897745823 -0.0046891016805831187 -0.0091672233167575112 0.018794827932849974 -0.0047351668608332613 0.0013948817083884292 0.024457546301373118 -0.0036052228894516191 0.0071843586187925251 0.025492894512841254 -0.032789189691180672 0.052530944222737033 -0.03206699962404002 -0.039334082814886054 0.0017281056921354919
leaf_count=464 48087 77678 1569 2900 1816 76 1479 19057 64 744 5359 24502 79 11163 14128 15393 4514 2725 695 7333 85491 323 29209 3712 286 405 46 258 384 1992
internal_value=0 0.00202696 0.00983408 -0.0215933 0.170788 -0.032469 0.254534 -0.042424 0.0139047 0.39961 -0.0733363 -0.089017 0.112324 0.02045 0.0747738 0.0114226 0.0691159 0.00169869 0.0161358 0.0134224 0.022046 -0.0458764 -0.0514406 0.0893725 -0.0598774 0.0991894 -0.400177 -0.184129 -0.250946 -0.0274866
internal_count=361931 313844 236166 60730 5019 1645 3374 55711 19865 808 35846 32495 1895 175436 25291 150145 20193 129952 96244 95549 88216 33708 33385 4176 4800 3351 451 7993 5743 2250
shrinkage=0.05


Tree=5405
num_leaves=31
num_cat=0
split_feature=728 557 961 768 561 704 772 1461 825 432 1250 1386 677 81 1431 1363 291 828 219 1255 1186 1385 813 1442 340 1040 158 1397 123 349
split_gain=13.0245 14.4376 14.513 14.6309 14.9206 15.8747 16.9113 15.9113 16.2727 15.0222 15.2872 14.8153 14.3721 15.8086 14.2917 14.0899 14.6899 14.1015 14.0404 14.9232 15.3466 13.994 13.8376 13.7315 13.5889 15.4955 21.1826 27.5758 15.0732 16.8634
threshold=1.0000000180025095e-35 -0.70530571838800626 2.7378363749037904 1.8137860382898303 -0.17402487330872571 -0.71871386815463467 -0.24264628986742817 1.8717810926560492 -0.70295162464487337 -0.5702359392893267 -0.36858060287287525 2.5056922461185365 1.0000000180025095e-35 -0.84367245020730997 1.0099929608726099 1.0000000180025095e-35 -0.20563718836512601 0.51308753709799848 1.7595033048700868 -1.4326479073684271 1.9208245859831397 -1.5175796658797811 1.0000000180025095e-35 1.0000000180025095e-35 3.0855295566081735 0.33156885994427371 0.17829145814965261 0.60660661012854722 -0.42820380618892773 0.60008613705167047
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 14 4 5 6 -4 8 11 -6 -11 24 13 -9 -3 16 21 -17 19 -16 -21 -1 -2 -10 25 28 27 -27 29 -7
right_child=22 2 3 -5 9 7 -8 12 23 10 -12 -13 -14 -15 18 17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00029116240289845887 -6.9690258459083378e-05 1.9038153846488781e-05 2.8706815645997187e-05 -0.00042103826563140206 6.9034799715176015e-05 0.00046200475058040942 -0.00044505445497607544 0.0014239492805447969 -0.00041266727052618519 -0.00065600114077514883 -0.00017235868431805844 0.0017820420432187959 0.0010841587031322202 -0.00058337399897003884 -0.00027767153436998734 -0.00014227958220806194 -5.8895381521645647e-05 3.6310746891619932e-05 0.00015279327365442917 -2.8751232129446869e-05 -0.00036598078533359223 1.5751000477241753e-05 -1.0584987660833168e-05 3.7605334938750295e-05 0.00063978469978809901 0.00024820448473926524 -0.00033704217560665185 0.0022052263608696933 -0.00030158871681072654 -0.00056838883354323906
leaf_count=1165 47070 158872 995 840 800 426 895 27 716 802 1307 33 118 88 2428 11715 20292 3398 1829 20989 806 21514 62020 1357 326 93 104 56 712 138
internal_value=0 -0.000804601 0.00811647 -0.0904063 -0.0603852 0.00878521 -0.183301 0.0978729 0.0529751 -0.223741 -0.35375 0.220485 0.657071 -0.0228557 0.0120749 -0.035373 -0.0134739 -0.102369 -0.0423206 -0.0589695 -0.0420185 0.0300808 -0.0337383 -0.11262 0.188678 0.0862356 0.631246 1.14045 -0.0351532 0.253648
internal_count=361931 252841 194757 9833 8993 6084 1890 4194 3961 2909 2109 1888 233 115 184924 58084 42971 15113 26052 24223 21795 22679 109090 2073 1855 1529 253 149 1276 564
shrinkage=0.000980392


Tree=5406
num_leaves=31
num_cat=0
split_feature=733 56 188 1469 269 799 1012 587 1470 363 406 1460 1452 698 1461 1468 576 893 710 416 767 21 809 56 424 1452 1453 1468 1465 42
split_gain=17.7204 17.1386 39.8844 20.2374 19.1884 18.8751 21.5367 18.7343 18.8025 20.7076 20.8533 22.6619 23.0389 22.7371 21.002 20.3098 17.7397 16.9447 18.2864 19.1778 18.0467 23.0471 17.8983 18.3382 16.8234 16.3748 25.788 20.7658 19.057 17.9282
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.95652820086619317 -0.36806838854686125 -0.58454210970522613 1.0000000180025095e-35 -1.1344070908618913 -0.47941895739170365 2.6452126324697551 1.0000000180025095e-35 0.40135300256177026 0.91361512331551464 -0.27876795421540829 0.76278507933702111 2.7220206540297416 -1.0855892681250701 1.3799317331127356 1.9207401787728819 0.39708364989506323 0.81551821340532671 -0.13431221002227373 0.66649192610754393 0.58160213896575708 1.3333796811882606 1.434259801303694 2.064536973519659 2.3634222294985348 -0.28204833916885613 3.0390045573981759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -6 15 10 11 -10 13 -13 -12 -9 -11 18 20 -20 -7 -22 23 24 -19 27 28 29 -27 -5
right_child=-2 5 3 25 7 17 -8 8 9 16 14 12 -14 -15 -16 -17 -18 22 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00018842716329953851 -5.0564042253094536e-05 0.00010414694421463583 7.8629519657980759e-05 -1.7558980661921372e-05 -0.00030813344048002939 1.5376987527072939e-05 -3.0913435552033717e-05 3.4090916942658528e-05 -0.00020826474758689053 0.0022985169547887485 -5.4761044490015011e-05 -0.0003295554188085828 0.00081296318949988431 0.00014821141552923898 0.00031451382128690973 -0.00039648954580538502 0.00032052063396912224 -0.00019965738386058549 3.5138643748222387e-05 0.0002492681218488919 2.6405461144991857e-05 -0.00010851478539687483 7.2827849576062779e-05 -5.2745712284938504e-06 0.00010501359564345709 -0.0004944341866005541 0.00027265801386339974 0.00024669277930963859 -0.00010057753049310368 0.00040971776638647488
leaf_count=16137 71767 18288 13455 52261 2572 77734 8622 14884 13529 40 6742 1159 206 1672 1050 747 405 10521 6350 2550 10557 13431 3774 6951 1491 1288 444 1482 1383 439
internal_value=0 -0.00580881 -0.0278907 0.00465714 -0.0857937 0.00878336 0.0633424 -0.0621127 -0.0501865 -0.0982896 -0.108559 -0.163119 0.0386489 -0.0264969 0.00468528 0.0155326 0.488889 -0.00201922 0.00792656 0.101659 -0.000510232 -0.0530384 -0.0657511 -0.10117 -0.167639 -0.0151162 -0.177859 -0.00574548 -0.274604 -0.0136925
internal_count=361931 290164 129895 70752 59143 160269 26910 43006 40434 24803 24358 16566 3037 2831 7792 15631 445 133359 110622 8900 101722 23988 22737 18963 12012 57297 3115 54182 2671 52700
shrinkage=0.000980392


Tree=5407
num_leaves=31
num_cat=0
split_feature=728 1456 836 419 695 795 224 286 1469 85 1322 1089 170 1038 909 899 212 283 146 623 1470 139 428 1452 708 469 204 779 14 1031
split_gain=8.24935 11.6461 11.4372 13.0868 12.1331 11.9381 14.9925 13.9963 13.4838 18.0408 15.5537 13.5901 21.5761 20.4071 14.6985 22.8939 16.0552 15.4543 15.4574 16.0491 15.2219 17.1574 15.4484 19.3695 15.9759 17.7873 15.9043 15.8822 17.5761 15.1504
threshold=1.0000000180025095e-35 6.5329192360459878 3.1263082721101774 -0.8916495680253953 2.9294286516458876 -0.80684465664869354 2.4112223702504738 -1.221157734192253 -1.3381350792132791 1.0228185591092311 -0.97986501276771809 1.3034552812289562 1.4208383054978968 1.0145670887453915 0.9119020701661501 0.73168567702481091 -1.1063541903451692 -0.33762297698147842 -0.8442503285577978 -0.72584470240626076 1.755822575552082 1.1010840960967563 0.60456181581047685 -0.22703747551118403 -1.0551022545800712 1.0000000180025095e-35 1.3039465636384893 0.23124677626704546 -1.3447415920475823 -0.68644424153424566
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 8 -8 9 10 -7 14 -13 -14 16 20 -10 -17 19 -19 22 -22 23 24 -16 26 27 28 -26 -30
right_child=1 -3 3 -5 -6 6 7 -9 11 -11 -12 12 13 -15 15 17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0002282696498114658 -0.0043212480179123328 -0.050178774101408252 -0.032422699901433677 0.037214213422352947 -0.031026275179216252 -0.049345293326223193 -0.021870117792345461 0.013737929139529693 -0.0077028623897855315 0.084365623194266853 0.026137635443295084 0.0014062204819030918 0.025263741749960274 -0.03612290216829743 0.069508703529538252 0.018706912685625472 -0.00012900069918521197 0.097900496459468661 -0.010321357742306773 0.0049423739312851461 -0.035684775103801858 0.031420046029086046 0.0020602945560295265 -0.017478320604347938 0.090438047460786972 -0.01498088499154498 0.089623324251913494 -0.021521661977449896 0.019132155773884375 -0.008247631131627747
leaf_count=252841 19024 83 64 203 351 46 238 2150 6471 38 145 8691 829 86 45 783 59807 50 847 101 578 75 1938 3177 41 1574 30 401 600 624
internal_value=0 -0.0217576 -0.0210163 0.485042 -0.0224298 -0.0211575 -0.00966199 0.20578 -0.0148059 0.499057 0.200586 -0.0167918 0.0630319 0.39979 -0.0297265 -0.115201 -0.0145446 0.136719 -0.081825 0.718064 -0.168395 -0.558765 -0.140751 -0.205203 -0.06727 -0.0893057 0.0832848 0.048713 0.174355 0.122904
internal_count=361931 109090 109007 267 108740 108389 89365 2388 86977 229 191 86748 9606 915 77142 10864 66278 1781 998 151 9083 653 8430 6492 3315 3270 1696 1666 1265 1224
shrinkage=0.05


Tree=5408
num_leaves=31
num_cat=0
split_feature=21 1312 561 415 1391 361 608 699 280 1122 1111 1080 894 221 921 424 830 919 362 706 1193 1405 672 1113 816 1245 1363 365 1450 1171
split_gain=8.17223 9.10834 16.1819 14.1766 14.1175 13.8061 17.6822 18.8059 15.1196 14.9727 14.7524 13.6306 16.7864 16.1626 15.9379 19.3569 13.5124 16.5461 15.3376 15.1199 13.2404 16.8524 13.717 13.518 13.2184 17.559 16.1626 15.1538 14.4951 16.2107
threshold=-3.2545899522946695 0.35015719381843119 0.23497785287295059 2.7595174327398877 1.0441004984371418 2.7933283370752497 0.66665475971017707 -0.13461434988832874 0.57517615910412567 -0.78670994943351324 0.21112015625832295 2.2092738772757108 0.96742979996179246 -0.089407133694187998 1.0000000180025095e-35 -0.62486477270307705 -1.2529883688424015 -0.70523295937256447 -1.976023340898075 -0.50031963508283217 3.3040579116363582 -0.46585671682552837 2.8708663628362854 1.74614986967857 2.9000507500104784 0.72300942813862379 1.0000000180025095e-35 0.17069311156442915 0.48676867236521493 3.4174286643440994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 5 -5 -3 7 8 9 -7 -10 -4 14 -14 -13 -16 17 -2 -19 -20 22 -22 -21 -24 -18 26 -26 -28 -27 -30
right_child=1 3 11 4 -6 6 -8 -9 10 -11 -12 12 13 -15 15 -17 24 18 19 20 21 -23 23 -25 25 28 27 -29 29 -31
leaf_value=0.012617078946042632 -0.012434056371605204 -0.0011989055382421981 -0.0014983138087236712 -0.0088778388768487419 -0.046710909356172683 0.032580695997905397 0.046491814405516314 0.02580227707701202 0.062572740391649367 -0.040549836001686948 -0.039348922527912514 -0.0010132698754449589 0.010590871476802122 -0.026902571884334564 -0.00057991653660692305 0.029922944987603308 0.0011951461430322245 0.042370278072151796 0.0034996968372286194 -0.0078209132071298711 -0.042972288238519216 0.047929729270560814 -0.0043942372801713935 0.10501891805874071 -0.0047291084249713646 -0.031324912874935051 0.0076418342648687694 0.068642285918704291 -0.015556653519178466 0.053811636546670587
leaf_count=716 2828 88555 84826 1823 246 43 154 388 57 295 55 738 263 333 383 690 165342 120 4633 6245 55 121 69 34 1976 517 176 68 140 42
internal_value=0 -0.00258198 0.00398385 -0.0248225 -0.264232 -0.0206574 0.276871 0.101301 -0.271723 -0.551987 0.571254 -0.0241253 0.138277 -0.195303 0.23915 0.399547 0.015938 -0.0618219 -0.0195769 -0.0299249 -0.119495 0.544979 -0.141863 0.951669 0.021081 -0.126724 -0.0279969 0.515579 -0.426278 0.0656263
internal_count=361931 361215 269599 91616 2069 89547 992 838 450 338 112 87233 2407 596 1811 1073 182366 14105 11277 11157 6524 176 6348 103 168261 2919 2220 244 699 182
shrinkage=0.05


Tree=5409
num_leaves=31
num_cat=0
split_feature=1459 1449 1449 1449 1464 1451 1459 1466 1458 1454 1463 1458 1458 1463 1467 1454 1450 770 748 1449 1459 1468 1470 320 761 1459 1375 1469 1013 1395
split_gain=8.00516 18.3321 28.0587 27.768 29.7517 22.8977 22.0958 20.6527 19.7169 22.1411 23.8647 38.2534 20.4862 20.3338 18.9508 18.6767 18.9006 18.3301 17.786 17.5737 36.2493 19.1702 18.0445 17.5362 17.5336 17.3797 17.356 17.828 17.3215 17.0103
threshold=0.46383055849355342 -0.32183734465273589 -0.28903415273037497 -0.41360575089286639 -0.34821093172591422 0.39905032773487564 0.64892431932778283 1.4808384683488722 0.24391125146464598 -0.2363894608792538 0.11958884464899855 -0.31379689007984696 0.19850331643925798 0.75882227130447155 -0.096942217446212481 -0.80169152520006459 -0.54877514458847465 -0.11446963007229953 5.1975862834822264 -0.24052749074957577 0.57266329086659318 2.4634311514058238 0.28143045329286537 1.0000000180025095e-35 0.96693442437576949 0.45348792378140712 1.0339829021649876 -0.27986445781775149 1.0000000180025095e-35 -1.2747034116702987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 3 14 8 6 -6 -5 -7 9 10 26 -12 -11 -13 -3 16 -4 -15 19 20 -17 22 -22 -18 -14 -1 -2 -28 29 -16
right_child=1 2 15 4 5 7 -8 -9 -10 12 11 13 24 17 28 18 23 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00037981265892780667 0.0012722112888817333 -0.039194911452116551 -0.026223044241834793 -0.018669512622928774 -0.0029850865398632302 0.0067106317498615512 0.036051400625080297 0.054618655269168162 -0.0025931663564436277 0.0067937945479587831 0.0024133201379828665 -0.066058770349900903 0.038090330441161502 -0.047273212951544949 0.027449750549800162 0.069616824566943722 0.032521532029757445 -0.0036742534171564146 0.1076860831496172 -0.0002749136567754217 0.013507284311544562 -0.042414943794170566 -0.012738330140682964 -0.016958445484123959 -0.023291279944345069 -0.046077558824925952 0.050700152828842417 0.007438994004698273 0.0035716918198913819 -0.049744836263826205
leaf_count=287247 6194 535 985 112 1413 306 710 144 8350 8246 1094 213 370 269 53 112 198 323 21 40687 1830 114 453 239 58 157 199 468 582 249
internal_value=0 0.0193136 -0.00966891 0.0652187 0.28445 0.10421 0.601111 0.524738 0.0414668 0.0853752 -0.00179267 -0.244597 0.163005 -0.652014 -0.364497 -0.000306592 -0.299145 -0.425378 0.00728805 0.00625552 0.192652 0.129148 0.172549 0.112153 0.599325 -0.00798681 0.061976 0.451168 -0.156395 -0.680287
internal_count=361931 74527 46058 28469 2685 1863 822 450 25784 17434 8760 1899 8674 805 1419 44639 1422 592 43217 43196 2509 2397 2283 437 428 287404 6861 667 884 302
shrinkage=0.05


Tree=5410
num_leaves=31
num_cat=0
split_feature=785 519 377 200 713 930 848 1028 872 678 675 332 1436 1223 1291 924 1065 679 907 777 1218 1115 839 1252 73 527 737 565 842 540
split_gain=14.3322 14.1904 16.364 16.5086 16.1789 21.1392 21.4139 21.0992 20.3805 21.5678 19.3305 19.5256 22.997 18.6512 18.4851 18.2596 18.5114 18.1478 20.9687 18.1121 18.1066 18.0821 18.0346 17.2171 17.0719 18.5829 17.0621 16.8949 17.5466 16.5121
threshold=-0.86283290253235112 2.1420547332082829 1.4210717172751071 -1.281871280663196 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0000000180025095e-35 3.0757328524286596 0.34708990927187483 1.3006397995630099 1.0000000180025095e-35 0.60428344764309971 1.0000000180025095e-35 1.1335042337638954 1.8999064755685127 1.0518754624258557 1.0000000180025095e-35 -1.1074072818160519 -0.79402034679008671 3.9048232315577729 1.7592236725902579 -0.27930149032055279 0.20168378381168947 -0.72381059746420262 0.86558768754863191 0.52953867530939236 1.1604233505739945 -0.75742693342923417 0.99026637822014563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 7 -7 19 9 20 11 12 13 -11 -12 16 -13 18 -14 -2 26 -20 -17 -24 25 -15 -6 28 -8 -10
right_child=1 2 3 -5 8 6 27 -9 29 10 14 15 17 24 -16 22 -18 -19 21 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.6461790997042065e-05 0.00017607099457058763 1.6364267730457099e-05 -6.6079571167436903e-05 0.00031444734878904515 -6.4603717529056521e-05 -3.3050053231914919e-05 -0.00015487739198053791 0.00013535263785308531 0.00022486244758369677 -0.00015591979639529254 7.6900098651273957e-05 2.4093572035321934e-05 0.00061157361224072732 0.00018099177506431427 0.00056873942227455773 0.00044340779934906333 -0.00012593710843736045 -0.0001564086361256879 0.00011042540048057297 -3.8182863007176648e-05 0.00027643560210562394 -0.00063191826795874176 -7.1934001934455396e-05 0.00037506730126401686 -7.800697428684029e-05 -0.00019658623014254172 -6.6853309415607575e-06 0.0012088740874100052 0.00065173331547922753 -0.00018951676697313911
leaf_count=29559 2471 18963 821 1734 127896 30444 302 10344 2449 17090 7246 29757 392 2885 364 773 3849 1568 4443 12022 729 189 1145 514 11595 788 40759 89 232 519
internal_value=0 -0.0153084 0.0384146 0.204767 -0.0199157 0.0153514 -0.0247573 0.0658502 -0.0286039 -0.0312703 -0.00195016 -0.0137064 -0.0558756 -0.0868981 0.102974 0.0191511 0.00583227 0.0642407 0.128261 0.00260475 -0.0488901 0.0853004 0.19224 0.0696893 -0.0341859 0.0985559 -0.0509887 0.386399 0.225436 0.151815
internal_count=361931 332372 21518 2555 310854 55904 31067 24837 254950 251982 82598 74988 38950 32358 7610 36038 33606 6592 5024 14493 169384 4632 2432 1659 15268 3673 168655 623 534 2968
shrinkage=0.000980392


Tree=5411
num_leaves=31
num_cat=0
split_feature=785 519 727 382 50 921 713 921 783 1443 762 930 848 1028 657 991 852 609 777 695 924 1368 460 833 1459 1463 1458 1456 1041 1122
split_gain=16.1899 15.698 16.3492 20.6679 16.6092 15.8892 15.1658 20.8559 44.5385 22.2473 24.7388 20.3136 21.7434 21.3373 19.3018 18.8766 23.2971 18.8139 17.9748 17.314 19.2381 19.8262 18.2064 18.1026 17.1869 21.1717 21.0524 19.1645 18.9034 18.7972
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.55630078546380823 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 1.0000000180025095e-35 3.5086024243106082 1.0000000180025095e-35 -0.80522708219444705 0.92095852375103993 1.0000000180025095e-35 2.2685729398725978 -0.79402034679008671 2.1097569808217282 1.8999064755685127 0.70892277612114496 4.3297121247051882 -0.80201290801470704 -0.32303709040653633 0.093599294775546141 -0.48054573248838922 0.74049508400456954 0.75765766419251124 0.046189418854665792
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 11 14 9 10 15 13 -13 18 -8 -9 -17 -18 -2 20 21 24 -23 -22 25 -16 27 -27 -28 -26
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 -12 12 -14 -15 19 16 17 -19 -20 -21 23 22 -24 -25 29 26 28 -29 -30 -31
leaf_value=3.7953131855869973e-05 0.00017092841191385132 -3.212166793761458e-05 3.4009954614385389e-05 -2.0244342501514334e-06 0.00038214463224603711 0.00028311216175231117 -9.5649926621179776e-05 -3.3650507419881582e-05 0.00026776590152523895 -0.00013059536520597295 0.00024275579482030339 -3.5324902346251358e-05 0.00037919529262906901 0.00013165151638879239 -0.00011309005717529707 -1.7905031610369564e-05 0.0003476844520240424 -0.00051548311387403418 -4.2285387186216383e-05 -0.00016467358198370857 0.00027209825657649532 1.1064016750983382e-05 0.001722074216476031 2.4338226684530443e-05 8.088804927627491e-07 -7.2225674231353467e-05 -3.0399613895813159e-06 -0.00045678653379124291 0.0002324861728293501 -8.7035835326945604e-05
leaf_count=29559 2471 9447 3405 5700 1256 1710 36644 18167 3076 6926 2064 30444 623 10344 40233 2666 1804 123 12022 5645 1984 35625 42 11704 49376 5184 8870 950 2389 21478
internal_value=0 -0.0169959 0.0394559 0.0893549 0.173617 0.118585 -0.0218382 -0.0302442 0.0222775 -0.00539124 0.0247243 0.0122737 -0.0270135 0.0617217 -0.0396022 0.000995466 0.127421 0.300654 -0.0017943 -0.0303559 -0.0263052 -0.0338532 0.0128089 0.0581673 -0.0491933 -0.0817557 -0.0126462 -0.13061 0.0471853 -0.0238725
internal_count=361931 332372 21518 12071 6371 5115 310854 254950 34826 31750 24824 55904 31067 24837 220124 22760 4593 1927 14493 183480 177835 164147 35667 13688 128480 57626 17393 6134 11259 70854
shrinkage=0.000980392


Tree=5412
num_leaves=31
num_cat=0
split_feature=785 885 1449 1455 539 1462 1453 3 1463 72 806 890 1470 321 995 1158 710 1454 1430 619 1470 1375 279 553 216 1457 1451 1119 1457 1451
split_gain=13.014 12.7783 17.8002 26.9507 18.5602 17.4084 23.3446 20.5398 20.0317 21.0871 18.2504 19.6417 18.0631 26.2209 20.5708 23.9904 23.6126 19.4321 23.4789 20.9192 25.2868 19.848 19.9749 18.8032 20.145 17.9495 22.4185 18.8929 20.4115 20.6429
threshold=-0.86283290253235112 0.35018306414905159 1.2624102624837521 1.3837091346444212 1.0000000180025095e-35 0.60855133363586655 1.9142027959396961 0.10849016654402814 0.45108069140960899 0.18289685639699418 0.53322213276968733 0.8108020320033037 0.34450605210609392 1.3688699032798501 0.83183509205563833 0.45077038635305361 2.1867371514511169 0.40055145564584022 1.0000000180025095e-35 0.83082504555296788 -0.13250316391894681 2.7776604168742103 2.3868452939798943 -0.40557632866038712 1.7096977810248515 1.5416109563948532 1.4801875219656624 2.6601212676878072 -0.42281049904505452 0.57958835029462052
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 12 -7 10 -10 -8 -12 17 14 15 16 25 23 21 -20 -21 22 -19 24 -3 26 27 28 -14 -30
right_child=1 2 3 4 -6 7 8 -9 9 -11 11 -13 13 -15 -16 -17 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.8355587103610744e-05 -2.1037618465639577e-05 0.00014326102667811054 0.00015321925802955734 -0.00058664400785017688 7.7287498347568074e-06 -0.00014565542528113224 0.00048445534990570913 2.0879726408692622e-05 -0.00027199206159445532 0.00029550093378253678 0.00044504989219101935 -0.00048694180354157384 -2.782372134735453e-05 -0.0002674943052572431 0.00012679861941842404 7.5083864444677826e-05 0.00044251389719681739 -0.00021870956649817509 0.00012614006928215242 -5.3979091109191886e-05 -0.00088749968393773038 0.00064994355984330176 0.00087635984313026109 1.5698547829591516e-05 -0.00023897480389038986 0.00045333066656739888 -0.00097880206199107565 0.00060451525106433666 -0.00023163626974552975 0.00016683351816116116
leaf_count=29559 234941 12522 7005 486 566 8329 1157 6332 750 517 190 243 7220 2198 4483 5792 385 4755 3707 796 203 215 77 19831 835 261 166 188 7559 663
internal_value=0 -0.0109654 0.0103488 0.108233 -0.223432 0.000700891 0.0149645 -0.0704332 0.207615 -0.0068313 0.36266 -0.0342956 0.00648574 -0.0384294 -0.0177655 -0.0458766 -0.092782 0.0358636 -0.0537264 0.050397 -0.215721 -0.174111 -0.201406 0.0620718 0.12583 -0.107152 -0.117863 -0.109047 -0.118153 -0.198672
internal_count=361931 332372 97431 8057 1052 89374 74713 14661 2857 1267 1590 433 71856 28915 26717 22234 16442 42941 9753 4706 999 5047 4832 33188 13357 16057 15796 15630 15442 8222
shrinkage=0.000980392


Tree=5413
num_leaves=31
num_cat=0
split_feature=181 271 638 277 1051 776 1245 277 1396 834 1457 1175 1133 134 1209 701 974 757 257 281 624 207 1454 1452 665 838 830 209 354 9
split_gain=12.1975 13.955 20.2609 18.1514 17.7172 22.2055 17.1947 16.9354 18.5713 17.894 17.6358 16.9948 16.5392 16.7013 15.9456 17.5398 15.7183 15.9352 14.8497 15.5748 14.7533 16.5687 14.7518 21.5019 18.1196 18.2522 27.1793 20.3754 18.8323 18.5036
threshold=1.0000000180025095e-35 1.8295593016215455 0.62483008631466586 -0.06700981204132743 0.13406402068058798 0.9319306727797837 -0.5330346847773455 0.40115015212700239 0.61619135315350448 -0.25619384768510822 1.2569076175657832 -0.24353319236582135 0.39402636846919159 0.18779443907580573 -0.32660117190177901 1.5022753811461518 -0.096434204433884466 1.0000000180025095e-35 1.0000000180025095e-35 -0.76864656812210497 1.6131907940285344 2.0913338533594108 -0.2363894608792538 1.2756511722692228 0.85652824257920523 -0.47915049406801552 2.240487403880465 1.0281472430305838 -1.1895072386127588 -0.17421194464082843
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 16 6 -6 18 8 9 -8 -11 12 -10 -14 -7 -16 17 -3 -5 -20 21 -9 23 24 25 27 28 29 -27 -1
right_child=-2 2 -4 4 5 14 7 20 11 10 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=8.2012222964750355e-05 -3.8212193335191057e-05 -7.3454220252970435e-05 -0.0002100887504504706 1.6142216815319485e-05 -0.00021425821885051561 0.00070407910531081576 0.00045153875433751376 -9.4662363876118184e-05 -0.00048910115174300383 -0.0004582282470190977 0.001008883610813243 0.0012862373314598934 -0.00041977808805444567 0.0027297264509189277 -0.00028152947096435333 0.0018889312581416063 -0.00021955160584310738 0.00031784003653019088 0.00017181953650942397 0.00071203028891529425 -0.00085752696643650857 0.00085753017623106263 1.9560689804549363e-05 -0.00020676818750920423 4.5574621071097608e-05 0.00012946420311356409 0.00064513092958416003 -0.0001150804048875492 -5.8484296063781717e-05 -2.1360059099021143e-05
leaf_count=18556 75166 3790 5225 795 2413 301 374 2014 94 422 43 144 21 20 284 20 4015 752 577 649 161 111 125135 3676 23506 3309 279 5476 67521 17082
internal_value=0 -0.00184052 -0.0651307 -0.0235426 0.0608926 -0.10083 0.146815 0.0366794 0.281627 0.0898475 -0.268769 0.809318 0.118114 1.41969 0.325594 -0.0988467 -0.107712 -0.00198098 0.334318 0.485952 -0.0951305 -0.0396344 0.00237744 -0.01475 -0.0103335 -0.0234712 -0.0478445 0.0145132 -0.0510507 0.0345606
internal_count=361931 286765 22225 17000 8443 3018 5425 3404 1118 839 465 279 135 41 605 304 8557 4542 2021 1226 2286 2125 264540 139405 135729 112223 71109 41114 70830 35638
shrinkage=0.000980392


Tree=5414
num_leaves=31
num_cat=0
split_feature=519 369 921 1393 351 557 836 570 773 1462 495 976 352 904 362 697 1179 830 1107 1373 154 490 147 838 1325 846 84 497 621 2
split_gain=8.24518 15.065 17.2459 18.0388 14.7692 17.7454 13.5795 12.9876 12.6695 12.1277 15.0248 13.926 12.3388 12.1825 12.0204 11.9228 11.8805 13.9402 11.9241 13.4267 14.1512 12.3708 11.7372 16.6213 14.9195 14.0618 12.7562 12.8031 12.8836 14.121
threshold=2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 0.23774317202041392 1.4800761608458637 0.069725407624169053 -1.0703978065278432 2.8594402575345881 1.3348643226014334 0.40252374905671789 0.81345439236338735 -0.97333857570244009 2.5856433251875424 -1.4431304981164408 1.4618128458581461 1.3682821669362175 -1.0160682029362074 2.5404706495816676 0.094291201475183842 1.1593483553776331 0.63140936239488588 -1.3446192842702502 -0.2558552570033496 2.629963714887575 2.1761654635216598 0.5894258255966881 -2.112594647639924 1.9703080013679652 0.11331590865864132 1.3418046260188574
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 7 -6 -4 -5 9 11 12 -2 -11 -13 -10 -8 -15 18 19 -18 -21 -20 26 24 -24 -26 -3 28 29 -28
right_child=1 22 6 4 5 -7 15 -9 14 10 -12 13 -14 16 -16 -17 17 -19 21 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00028582733245934873 -0.022129054918937466 0.037945716613580531 -0.010071370071951642 0.011456896621720626 0.014915196449434299 -0.057175822647490597 0.01544757966954895 -0.049328560315117148 -0.011391304788998616 0.018711890615911636 -0.036259491774522305 0.066447252612123461 -0.050057473469553596 -0.024404897144806686 -0.061997197306560836 -0.012021778757748427 -0.010891171915225421 0.054955807773973686 -0.051282619233411847 0.049352379687665829 -0.052879133377661827 0.012245051736848705 0.0019467778285405975 -0.051624430601330422 0.035452784447511557 -0.045201719039851478 -0.024920106163015279 -0.0013226597519059159 -0.0021945254299707661 0.01522459685303703
leaf_count=338398 456 80 379 2680 81 88 2829 53 686 770 82 28 38 309 87 222 1152 56 44 78 23 850 6160 77 237 33 1023 3955 861 116
internal_value=0 0.0372939 0.0976567 0.0379402 0.171916 -0.46575 0.227294 0.210149 -0.0503399 0.00237051 0.229718 -0.0673503 0.31734 -0.00396782 -0.311781 0.272378 -0.0222135 0.0293908 9.88923e-05 -0.144534 0.599935 0.190488 -0.0143744 0.0505783 0.0619911 0.548301 -0.0838067 -0.0958401 -0.24462 -0.40734
internal_count=361931 23533 10991 7561 2902 169 3430 2733 4659 3886 890 2996 808 2540 773 3051 2512 2203 2147 1253 101 894 12542 6507 6430 270 6035 5955 2000 1139
shrinkage=0.05


Tree=5415
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 988 1002 921 1465 353 359 410 114 1112 429 484 900 1061 1004 572 1454 1053 1470 982 710 499 1248 898 279 350 249
split_gain=13.0403 11.9501 17.3113 16.595 15.9279 18.8386 15.6411 17.5836 16.7165 23.3619 16.233 15.9413 20.1754 15.6128 19.7715 17.9581 15.5195 24.1459 18.0724 21.2498 17.1009 15.9219 18.2042 17.025 15.3623 17.4032 15.2174 14.9787 14.8189 14.6272
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -1.3820670939764912 -0.32459312438081372 -0.24051307952136838 0.14486519861544186 0.55938823495656564 0.32346298429964238 1.644349105518915 1.0000000180025095e-35 1.5620189235502193 -0.64405295088620862 1.6134396840371368 -0.36980086556920722 -0.87357009987099121 0.59444477453878863 -0.80326163028523578 0.67485211051868899 2.6159382925808998 0.34450605210609392 -1.250993462477682 2.2276597626323835 0.81509227193962785 0.90534735469378391 -1.0027556219238163 -0.41270073783062527 2.9421589701376534 2.3071270626897213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 10 13 11 26 -10 -13 14 15 -8 17 -7 19 -18 -21 -20 -23 29 25 -25 -6 -15 -28 -24
right_child=1 2 -4 4 5 16 8 -9 9 -11 -12 12 -14 27 -16 -17 18 -19 21 20 -22 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=3.7183869924068558e-05 -2.1906026509685089e-05 -6.2541757331836291e-05 0.00041710405848234344 -0.00041102307444033112 -0.00061996164620534502 -8.2718043624193088e-05 0.00027961623378666234 -0.00016435643730024563 0.0005402283552073025 9.3691965870210426e-05 -0.00040935395520676237 0.00023255641109734524 -0.0011925103679831779 0.00020309252429141539 -0.00092163366548066259 -0.0001816402999925949 0.00014590995653868824 0.00026449521991838679 -3.359772229433788e-06 -0.0002068615565496985 0.0013097281555544519 -0.00093821758965825254 -0.00011238441488335884 0.00046166313473603642 0.0014756902431207889 -0.0013371093616233222 8.460245746079162e-05 4.07711603244559e-05 0.0014233004316560615 0.00036331476204883798
leaf_count=29559 234941 17071 426 572 157 1584 639 2822 1145 3107 582 566 47 4223 206 1681 5375 2153 24980 1255 34 145 12924 156 45 32 6159 8955 47 343
internal_value=0 -0.0121976 0.00840993 0.00620845 0.0188476 0.021136 0.0657966 -0.011981 0.0998121 0.206988 0.0508143 0.402037 0.128273 0.0618917 -0.112646 -0.0581569 -0.00555207 0.127836 -0.0173123 0.0883877 -0.167634 -0.0361181 -0.0992183 -0.0911614 0.481694 0.186629 0.0778544 0.0913341 0.0955356 -0.10255
internal_count=361931 332372 97431 97005 79934 79362 30336 9767 20569 4865 6945 1758 613 15704 2526 2320 49026 3737 45289 6664 1289 38625 13645 13500 233 188 6363 13178 6206 13267
shrinkage=0.000980392


Tree=5416
num_leaves=31
num_cat=0
split_feature=1368 1466 1467 1450 1450 1119 196 552 357 1074 1046 1180 487 755 1388 1327 492 568 1405 1191 348 1188 631 713 1225 497 117 14 218 138
split_gain=8.18066 13.5216 14.0447 16.0068 15.6937 15.3089 13.4577 16.9787 14.1704 15.7381 15.0789 14.887 13.7722 13.3648 13.2828 12.9268 12.8944 12.5734 14.3422 12.5374 15.7566 17.1691 15.0981 13.7229 12.9897 13.0591 16.8885 15.3824 15.0311 15.7898
threshold=1.0000000180025095e-35 2.8104277349532114 0.93983897453997123 0.58910982291428715 0.65409016230270667 -0.18194104555115018 2.8514829508106252 -1.0305052655691209 -0.24004340234766872 0.27982727079775205 0.5726112795111723 -0.39729536842906871 0.7133936006587448 -0.35097133248099494 -0.18908295827014918 0.65499812602763752 0.58458878389511748 1.8441522606541378 -0.92467705846825121 -1.0323469882229857 0.15958455353508913 -1.1771412738941585 1.6983783082768491 -2.5611134592556781 6.0767318044609535 -0.52491135900999375 1.8421106730875214 -0.92534973913401009 1.858692220626031 -0.18860936896318578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 -5 -4 19 -8 9 11 17 14 -12 -3 -9 -16 -15 18 -10 20 -2 -22 23 -23 25 26 -21 -28 -27 -30
right_child=6 2 5 4 -6 -7 7 8 10 -11 12 -13 -14 16 15 -17 -18 -19 -20 24 21 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=-0.0007783319837073551 -0.017566822652180868 0.010601578080214022 0.00662287667527936 0.058702318426512391 0.014870690174007859 -0.013565493289670581 0.031736815935782349 0.062514386020224563 0.038320258617095648 -0.02805671575145427 -0.051192185214053734 -0.0069513905988031928 0.014475544785907433 -0.0018087587343692383 0.030637744324526719 -0.067647985573380989 -0.039926507209489176 -0.038168879853999076 -0.010692864057888829 -0.00046284176339936209 -0.051354844352108242 0.067974427345510985 0.079230777080573897 0.00057796726286374659 0.076174346641903881 0.0017649006793904844 0.011633703526968443 -0.016856652604889517 0.0019235274011164339 -0.013750102948711826
leaf_count=211054 1455 827 1101 95 1270 886 139 103 91 214 385 241 60 525 64 29 233 266 713 42663 105 40 33 872 34 92645 412 1871 1739 1766
internal_value=0 -0.0123036 0.103946 0.200253 0.361288 -0.0458953 0.0108042 -0.181562 -0.239528 0.0610927 -0.380223 0.297898 -0.813622 0.0324776 0.738297 0.0649652 -0.22405 -0.227772 -0.0887273 0.013408 -0.165971 0.0553932 0.146024 0.0810328 0.0160445 0.0157147 -0.0194774 -0.239447 0.0299216 -0.120325
internal_count=361931 215991 4937 2950 1365 1987 145940 2305 2166 651 1515 437 445 1585 196 93 758 1070 804 143635 2505 1050 945 912 141130 141096 44946 2283 96150 3505
shrinkage=0.05


Tree=5417
num_leaves=31
num_cat=0
split_feature=785 516 451 506 564 515 789 921 728 651 710 689 513 583 581 911 661 507 904 776 830 553 21 973 213 143 338 192 1454 647
split_gain=15.0443 11.701 20.6107 43.0834 24.6558 21.5203 20.2242 18.1998 31.3598 33.152 28.0998 27.8258 25.1861 40.1166 25.1578 30.0899 24.803 24.8501 23.6477 21.1451 21.5136 21.1204 20.7818 18.5849 18.2422 19.2364 17.9132 18.5209 17.879 17.5264
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.1248358748350926 1.0525743831388839 -1.3163276726681863 1.1107569744011787 0.88013663730638159 -0.4288425582216272 1.0454229551509682 -0.55326332990463356 1.0000000180025095e-35 0.77693903076620996 0.48553334710836543 1.0941628986121894 0.95245965636413243 2.5659293755304176 1.8759508015093831 -0.094457554860397655 -1.0798509198017876 0.84874543308613937 1.6434380905997623 0.48784422932058891 0.84835182578422852 2.0337458187704693 -0.58754815837321106 -0.87782724458594241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 9 11 19 26 18 -14 15 -15 17 23 21 20 -9 -10 -21 24 28 -26 -3 -28 -13 -17
right_child=1 6 3 -5 -6 -7 -8 10 12 -11 -12 16 13 14 -16 29 -18 -19 -20 22 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=3.9902068856241189e-05 -5.0229495797848967e-05 -0.00010586796997877072 0.00028786406989825047 -1.9252231335700729e-05 -0.00014924775781092515 2.7760674618315592e-05 -6.332765796122901e-05 8.1389325104928604e-05 8.6714959398301445e-06 -0.00016706761211560372 -0.0001271295819137055 0.00038392847467711414 -9.275325135223438e-05 0.0002544558800843305 2.0209268090173565e-05 0.00063589538161101344 -6.2798518704561309e-05 0.00035971681507716846 -0.00012244872846089934 0.0011766886450967622 0.00036366300621370204 -7.1002429050770669e-05 -0.0009185881778331097 -7.19793663861138e-05 -0.00051753836978786852 0.00055940113385099773 0.00020617849327167828 -0.00052620259390985676 0.00013665734863011427 -0.00010525637687357232
leaf_count=29559 86094 4360 2736 10940 11199 29310 23724 18581 46516 2539 3310 1971 7410 6049 10065 134 2511 2833 18499 29 1368 31184 232 1971 376 93 1788 180 4599 1771
internal_value=0 -0.0131366 -0.0312892 0.0563877 -0.0420201 -0.0305581 -0.0018646 0.00727418 -0.00295901 0.0721618 0.0650319 0.10198 -0.0189182 0.0411185 0.0971176 0.185126 0.156725 0.196349 -0.0383629 0.0961723 0.103333 -0.0215939 -0.642882 0.135739 0.185839 -0.259638 -0.022546 0.145659 0.214459 -0.0475703
internal_count=361931 332372 140279 13676 126603 115404 192093 168369 144849 23221 23520 20682 121628 25429 18019 7954 14354 11843 96199 20210 19949 77700 261 9010 7039 469 6328 1968 6570 1905
shrinkage=0.000980392


Tree=5418
num_leaves=31
num_cat=0
split_feature=388 62 147 1169 763 356 762 1153 795 340 415 677 705 494 1223 211 959 1331 1222 1367 1365 772 86 1108 779 1253 634 411 1322 633
split_gain=13.0438 14.991 17.266 16.4671 18.6133 16.9273 16.6818 20.5634 16.5929 22.537 16.8954 16.82 18.7128 20.4982 17.4818 17.2742 17.2657 23.4732 16.7726 16.7231 21.0979 17.8197 16.6287 16.5999 16.535 16.3859 16.1419 17.3271 15.7603 17.0065
threshold=1.0000000180025095e-35 -1.2811150420666217 0.093704233871185996 1.0643747975631468 0.34221555485661209 2.3995173500013158 -0.99885337463097901 1.2227683615572176 -0.29258408639884992 1.8162821653890682 -0.4917446100413459 0.66908448271462528 -0.28342236497190515 -1.6341040936791731 1.0000000180025095e-35 1.0182208927912366 -1.2907225086880219 -0.88715993497544587 3.8215526916219917 1.0000000180025095e-35 3.6885994790703491 1.1572304208143003 0.60549495374021911 -1.341567139609861 -1.0227883209540054 0.77094838670088628 1.6279376615376477 0.9694329222677277 -0.097287479070023622 0.20254796250379561
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 7 28 9 11 -11 14 -13 22 19 -15 17 26 23 21 25 -3 -14 -10 -18 -21 27 -16 29 -5
right_child=-2 3 -4 4 -6 -7 -8 -9 18 10 -12 12 13 15 16 -17 24 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.1692570315623584e-06 -3.9992153576598737e-05 -4.8518845814635235e-05 -7.9203290842183203e-05 0.00025528782343452877 -0.00012023035133209854 0.00035630718844692342 -3.4865015190398824e-05 -0.00025690724334037109 -0.000283944387773294 -0.00028508711284808353 -1.479982661978998e-05 -5.5590854315853583e-06 -0.00093049273767899178 0.00013907307877746386 -5.2419984669953777e-05 0.00042473695319801926 0.00027026555418347277 -0.00014285457100010699 0.00076243918361873226 1.2937605707591094e-05 -0.00066973459154580459 -0.0004385910777170915 0.00085350433843895356 -2.5775837650110919e-06 6.9318779356257741e-05 0.0001935715808456635 0.0013301085422045772 0.00068310035215785666 1.1890634975353898e-06 0.00085259738765712263
leaf_count=29275 71976 16076 31672 1443 13879 714 27781 764 1112 2223 4234 4403 159 9849 536 1024 2130 3945 147 11375 192 762 27 97710 23808 2972 56 218 1150 319
internal_value=0 -0.00153288 -0.0373843 0.0063812 -0.0377195 -0.00676613 -0.0155767 0.149084 0.0150084 0.0384993 -0.106935 0.0479337 0.11072 0.158825 0.0305661 0.170005 0.06619 -0.0670505 -0.00450437 -0.0100486 0.0421429 -0.0668015 -0.616467 -0.00558877 0.0863216 0.0520336 0.286142 0.188167 0.240244 0.387059
internal_count=361931 289955 60947 229008 46050 32171 31457 3676 182958 83989 6457 77532 15462 11059 62070 10873 30693 4755 98969 31377 14539 16838 186 98822 25938 14347 810 754 2912 1762
shrinkage=0.000980392


Tree=5419
num_leaves=31
num_cat=0
split_feature=785 1165 405 911 885 1449 1455 539 1462 1453 3 1463 72 806 890 1470 321 1467 995 1462 1454 1430 619 1470 1375 279 1458 1458 553 216
split_gain=14.2896 12.4934 11.9361 12.0479 11.669 17.2526 26.8226 18.4892 17.1863 23.2781 20.5211 19.6547 21.0129 18.1847 19.6123 18.1558 26.1861 20.1905 23.5358 20.1974 19.6717 23.4316 20.8307 25.2199 19.8747 19.8612 19.3737 20.0438 18.6733 20.1842
threshold=-0.86283290253235112 1.0000000180025095e-35 3.5736363738346935 2.8196957708757604 0.35018306414905159 1.2624102624837521 1.3837091346444212 1.0000000180025095e-35 0.60855133363586655 1.9142027959396961 0.10849016654402814 0.45108069140960899 0.18289685639699418 0.53322213276968733 0.8108020320033037 0.34450605210609392 1.3688699032798501 -0.54930257854505038 0.83183509205563833 0.46541324990069172 0.40055145564584022 1.0000000180025095e-35 0.83082504555296788 -0.13250316391894681 2.7776604168742103 2.3868452939798943 -0.67567940349836197 -0.70351348424488058 -0.40557632866038712 1.7096977810248515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 8 -7 -8 9 15 -10 13 -13 -11 -15 20 17 19 26 -17 28 24 -23 -24 25 -22 27 -19 29 -6
right_child=4 -3 -4 -5 5 6 7 -9 10 11 -12 12 -14 14 -16 16 -18 18 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.5165181304315152e-05 -2.2108766803974347e-05 -3.6542315839719189e-05 -0.00063236087425242663 0.00055980424865502301 0.00014088268537809713 0.00014911982510934204 -0.00058877322071685225 4.3010905428723779e-06 -0.00014746636699350583 0.00048019683845317414 1.8962539629735013e-05 -0.00027217185346171035 0.00029422921752973383 0.00044130100764151026 -0.00049012368970766584 -8.9804197081125558e-05 -0.00026974725342044726 -6.9273235076011377e-05 0.00020903490546017128 -0.00068664730805556519 -0.0002213297253509813 0.00012298750812110795 -5.6556071790383119e-05 -0.00088877007279412066 0.00064719407008755503 0.00087009832159010234 3.6716298230873033e-05 -0.00047264516692380101 1.3693888909007522e-05 -0.00024149201657849416
leaf_count=20883 234941 8270 149 257 12522 7005 486 566 8329 1157 6332 750 517 190 243 8494 2198 3302 2994 309 4755 3707 796 203 215 77 10778 840 19831 835
internal_value=0 0.0399394 0.0682784 0.072285 -0.0125266 0.00783688 0.104184 -0.226681 -0.00165896 0.012509 -0.0723261 0.204894 -0.0074651 0.358527 -0.0377665 0.00404694 -0.0409688 -0.0203234 0.0233461 -0.11321 0.0334942 -0.0566174 0.0473816 -0.218159 -0.17683 -0.204145 -0.0132652 -0.147847 0.0598595 0.12338
internal_count=361931 29559 21289 21140 332372 97431 8057 1052 89374 74713 14661 2857 1267 1590 433 71856 28915 26717 17914 8803 42941 9753 4706 999 5047 4832 14920 4142 33188 13357
shrinkage=0.000980392


Tree=5420
num_leaves=31
num_cat=0
split_feature=1430 1160 1092 639 706 1052 225 6 1044 970 993 899 651 73 765 500 973 55 490 304 224 622 1327 702 695 399 1469 0 838 194
split_gain=8.27441 19.9402 13.8116 14.3062 14.6624 14.2161 13.93 13.8557 13.7332 14.3138 13.6636 15.0241 16.3536 14.809 14.8904 14.4807 14.1691 14.3718 13.7232 13.753 13.574 13.3913 14.3423 13.6126 13.7585 13.3048 17.1879 13.2603 15.7877 13.3052
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0127093791323547 2.3040010183882997 0.28558879812399224 0.30168662409514746 -0.57533623386460087 1.3369763419195846 1.7889252856977274 -0.59663315001837847 -0.89727091510114898 1.6183997239048244 1.0000000180025095e-35 0.95026170614602845 2.9689294119873844 0.74120893076195038 -0.49764994095982118 2.028461052144193 0.14880050548771781 -0.70979058444217868 -0.52490984875728153 1.611139978578408 -0.7057695678836825 1.0011523543616876 0.52229159302304085 1.2961422998928038 0.8334834449886962 2.5287934922252693 0.65428739478755271 0.58307762070518543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 27 7 -6 -7 -5 9 -8 11 12 15 14 21 -4 18 -18 -15 -20 -11 23 -23 -12 25 -25 -27 29 -29 -3
right_child=-2 2 10 4 5 6 8 -9 -10 20 13 -13 -14 16 -16 -17 17 -19 19 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.00257574138806797 0.00035069107843941017 -0.0014886091538562202 0.03205940438901303 -0.019111185286460122 -0.0075952042335708514 -0.015420007227906839 0.10736365446392829 0.013757291077013546 -0.048018775207974429 -0.053066177521599013 0.0038285543300914785 0.061385174443098871 -0.0021734513500719236 -0.0084546994513854459 0.039926336489911632 -0.023996177796748973 0.019470002561108844 0.10090233172415373 -0.067932864346564578 0.033837824160250114 0.049303065553094216 -0.050212118856973402 -0.0072164624387429073 -0.015113101249749496 0.0044518665590348901 0.024125368024579381 -0.051463493039456631 0.0036816247950056443 0.030544798967417849 0.0021246537551290086
leaf_count=77813 197825 49371 427 1907 743 136 45 232 40 41 7663 64 515 483 105 74 804 21 26 164 147 134 566 1400 1059 216 47 1229 386 18248
internal_value=0 -0.016383 0.00580227 -0.00870897 -0.183061 0.0813099 0.506222 -0.305291 0.842596 1.0543 0.0664983 0.298895 0.229611 0.0470666 0.0206889 0.505248 0.248132 0.441649 0.0220285 0.502829 0.647569 0.0129335 -0.288577 0.031106 -0.0987838 -0.221351 0.233336 -0.00222536 0.208956 -0.00737138
internal_count=361931 164106 86293 72525 3291 1152 409 2139 273 233 13768 1080 1016 12688 11190 501 1498 825 673 190 188 11085 700 10385 2722 1663 263 69234 1615 67619
shrinkage=0.05


Tree=5421
num_leaves=31
num_cat=0
split_feature=785 728 133 703 585 1329 1249 662 499 497 1469 355 1178 1314 458 868 1116 1176 768 216 1322 151 636 144 1120 851 1191 846 252 346
split_gain=8.37973 9.97084 10.1145 10.5134 9.82904 12.2616 15.926 14.0757 11.8661 11.7097 14.7259 13.6749 16.2627 14.3503 13.8994 13.4206 13.4075 12.3759 12.4598 12.5361 11.5768 14.3942 11.4739 13.6766 12.3023 11.4475 11.4267 11.4001 12.5411 12.0967
threshold=-0.86283290253235112 -0.90320472132347296 2.7171092817986957 1.2006846940551716 1.0000000180025095e-35 0.7010378143867354 0.36082795348795049 1.0000000180025095e-35 2.2391794896672059 0.43264893693122936 2.5330109856685032 -0.02471932109569807 -0.70564762214232135 0.18786730710348523 0.86931409669296944 0.53022336195039899 1.0713915967913243 -0.75233298970937212 0.11605232161583447 -0.85547898904690278 1.2026666222876645 0.55929976702152617 0.95721615165708862 -0.10994773811728491 0.46449179711418614 0.68308976018130074 -0.87215235665006874 -0.2175741909063775 3.1523509163969128 1.2524127569914223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 9 7 8 27 -7 15 11 13 20 -11 -15 25 -17 -14 22 -20 21 -13 -19 24 -24 -3 -27 -6 29 -29
right_child=-2 2 3 -5 5 6 -8 -9 -10 10 -12 12 17 14 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0047635241783883968 -0.00030454451844127029 0.0097276586676202995 -0.015036276545701961 0.025154552705473971 0.0033135451693051495 0.00055885660089659121 -0.025213192552173014 0.0076843003674531831 -0.085574240011612832 -0.0019633431929812692 -0.060976296618253559 -0.025274085718177849 0.030215673499560936 0.023683389766169044 -0.025308963491029721 -0.020428453582261061 0.024081641194515287 0.0069446131454280234 -0.11538903752626228 -0.02323900460269997 0.023912963307773177 -0.08864218570712358 0.031515768130290521 -0.063610132717001347 -0.071438575935313095 0.046359668884417816 -0.0070744423021214869 -0.0026425392277006242 -0.075323733379629124 -0.025478056083612879
leaf_count=3254 332372 7378 732 90 4391 1063 521 3729 21 1140 51 155 117 722 88 426 101 544 22 137 33 68 57 72 20 70 836 3377 32 312
internal_value=0 0.0342154 0.0477896 -0.204394 0.0556009 0.0135219 -0.170315 0.0389298 -0.0207036 0.102503 -0.0165127 0.00349204 -0.181563 0.126267 0.365858 0.144278 -0.213523 -0.048941 -0.148349 -0.716523 -0.69238 -0.892248 -0.0157694 -0.568939 0.094708 0.165795 -0.0762747 -0.0142526 -0.104085 -0.0920805
internal_count=361931 29559 26305 822 25483 13446 1605 11841 1084 12037 3226 3175 1225 1950 810 8811 527 969 852 159 256 223 693 149 77 8284 906 8112 3721 3689
shrinkage=0.05


Tree=5422
num_leaves=31
num_cat=0
split_feature=1166 407 526 821 21 1454 1469 21 1323 912 1453 1449 1453 612 1452 1051 1453 1458 21 973 1465 115 1458 1451 1458 1457 790 210 766 747
split_gain=13.9331 21.5046 18.8713 17.7461 27.3144 24.2993 20.3592 19.876 19.5684 19.5505 19.5336 23.794 21.622 19.2957 20.2857 19.2321 19.1606 49.3312 32.5627 23.4004 20.0551 18.6492 18.99 18.7198 26.366 21.9729 19.6718 19.1451 18.6338 18.1987
threshold=-0.94772631485393388 -1.2965003005540392 2.3757057381457001 -1.0305144854359449 -0.32341995197817647 -0.91909735138557946 -1.1847055095685743 -1.2689586617576902 2.8425200577949936 1.5201729453194983 3.5235182473523379 -0.25215149739540188 5.5477399240790328 1.0000000180025095e-35 0.79547082264194502 3.3097721730075098 1.9142027959396961 -0.08742566506874426 0.62211875780133752 -1.1000911143317371 1.1100324781922728 1.3947035982071894 -0.60078376361715269 0.25091737626799537 -0.55383951697340417 1.3789366748870187 -0.98749476024803362 0.29354086802305857 -0.4805302877521363 2.2668746584208797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 7 -7 -5 -3 15 16 -12 13 14 -13 21 29 19 20 -18 -19 22 -8 24 27 26 -25 -24 -10 -6
right_child=1 2 -4 4 10 6 9 -9 28 -11 11 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-3.5765544564110874e-05 -6.1510237467982546e-05 -6.96589677236391e-05 -0.00012857647361837896 -0.00057868538827493196 2.7360199039997022e-06 0.00014647646435520312 0.00011687226972724808 0.00031909914208770628 -0.00050283607300798084 0.00018916784739513731 -0.00039020516471525779 -4.8975789001761011e-05 0.00040164342667976761 0.00092083022704693689 -0.00079051848820130071 0.00054797431017014262 -0.00025262463707165542 -0.00062801535498843339 8.3177697599540084e-05 0.00036412964825414663 9.3749263964543406e-05 -0.0001453957600878691 -0.0005512932649024381 0.00012071426598817754 5.0516855221445184e-05 0.00023139226942515848 -0.0001783870005727278 6.1884692226130806e-05 0.00073993656857868073 -0.00010935052410539468
leaf_count=104504 35390 22234 7769 158 120344 7196 8511 2233 104 3193 1553 557 434 56 227 301 307 723 1526 2653 223 4115 733 1210 20243 835 6439 430 300 7430
internal_value=0 -0.00155504 0.00576689 0.0089819 0.0150991 0.0567975 0.0469287 0.27751 -0.0602754 0.0283238 -0.00192023 -0.18841 0.0178619 -0.18109 -0.274712 0.0151836 0.00191196 0.127059 -0.105327 0.308503 -0.439133 0.0109576 0.0250574 -0.00137861 0.0338747 -0.0905196 -0.130379 -0.31602 0.473859 -0.00380469
internal_count=361931 257427 222037 214268 191630 55597 53206 2391 22638 46010 136033 2827 1274 840 784 42817 133206 5432 2472 2960 946 42516 38401 29890 21406 8484 7649 1163 404 127774
shrinkage=0.000980392


Tree=5423
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 1443 762 990 791 746 809 289 651 1437 1324 917 578 507 1459 13 773 1311 852 493 581 15 1112 854 797 84
split_gain=13.2585 12.9606 16.0126 19.8463 44.9798 22.0621 25.3681 19.1527 18.8412 30.9618 26.1065 21.5623 21.4486 21.029 18.7641 18.8696 18.9525 18.3117 18.2517 17.9629 18.7288 18.7408 17.9383 17.6763 18.0513 17.3366 16.7532 16.6426 71.7182 19.5433
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.65656536832909496 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 0.70036819076278212 -1.2149334638529161 1.1070026357714988 0.65809631222906606 -0.06045160922923843 -0.17189113104522832 0.30711866236834834 0.052484712102878438 1.0000000180025095e-35 2.0435551016551368 0.82499989687732411 0.27152336588760845 0.25490253223520631 -0.87473648844905705 0.63961785378869596 -0.010139945829889745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 8 5 6 7 -5 27 10 11 -10 18 14 15 -12 -17 -2 19 20 -13 26 -9 -20 -25 -14 -22 28 29 -4
right_child=1 -3 3 4 -6 -7 -8 22 9 -11 13 12 25 -15 -16 16 -18 -19 23 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.6845992725578171e-05 -3.7051956057727996e-06 3.7661929866393077e-05 -0.00024317340251035611 -3.1938563369783297e-05 0.00027277563821637423 -0.0001280982325008674 0.00025085520679438595 9.6358696917200807e-07 -0.00028857741193667193 0.0001056302618388765 0.00045088336898045379 -0.00012093168856750199 0.00058386179657773268 0.00024317580855090425 -0.00010942913583059808 3.1473306634196717e-06 0.00028885445594472475 9.636680680312159e-05 -1.0103940782175227e-05 -0.00023220608099192705 0.00020012423167543544 0.00057155186861436523 0.00027782811993159442 0.00088002689009330137 -0.00079318980317706817 -0.00010477367874935789 -0.0007037458605630391 -5.7821000564438396e-05 0.00026425930172131523 -1.7279582585974769e-07
leaf_count=29559 48652 21518 3436 17978 3065 6902 2025 2565 5765 10171 592 4710 461 1630 6412 19385 1488 10531 8084 7692 524 566 1919 257 85 304 202 138027 3633 3793
internal_value=0 -0.0129723 -0.0173805 -0.0263749 0.0252647 -0.00289927 0.027498 0.00329222 -0.0356101 -0.000950951 -0.0271814 -0.0949273 -0.0635599 0.0168675 -0.000291482 0.033862 0.022134 0.0164054 -0.0828076 -0.148484 -0.0286848 0.245981 0.131979 0.0152952 0.623104 0.310568 -0.0552267 -0.0510093 0.0344439 -0.111884
internal_count=361931 332372 310854 251671 34454 31389 24487 22462 217217 68328 58157 28650 22885 29507 27877 21465 20873 59183 22120 13694 6002 1292 4484 8426 342 765 726 148889 10862 7229
shrinkage=0.000980392


Tree=5424
num_leaves=31
num_cat=0
split_feature=652 797 1199 221 727 684 1187 779 360 211 1041 1393 588 498 907 963 828 696 1151 212 0 1055 501 1028 221 1324 815 1104 165 89
split_gain=8.30973 12.149 17.0535 15.8244 15.4002 18.914 15.3861 15.2068 15.6406 15.4958 15.0752 17.2568 14.9008 15.0607 14.5412 16.8902 15.6111 15.2223 14.7522 14.1417 14.2671 15.4798 13.6656 13.6283 15.8919 14.3077 13.9931 13.4022 13.3242 14.2675
threshold=-0.98896428961744431 0.63961785378869596 -0.87409374426028807 0.60040635550038612 1.0000000180025095e-35 0.8905668017411833 1.6706444492367156 2.784693240674383 -0.96547859548258286 0.028093002357556181 0.070137623441061142 -1.1938290680018158 2.250834115212506 0.53527224978286614 0.31929891759160522 -1.0712503497104191 1.2628967745939139 2.0342677807286527 1.481418445396719 2.5844339937693408 0.012397584012679904 -0.26089906601017582 2.7377537245626269 0.85792094380938277 -0.097475127719855545 0.97885146449203353 2.6552330629716328 -0.45910612024807002 1.0000000180025095e-35 -0.32018059976033769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 6 7 14 -4 8 9 22 11 -11 -10 19 15 16 17 -6 -18 20 21 -14 -1 24 -17 -25 -26 -22 29 -29
right_child=-2 2 3 -5 5 -7 -8 -9 12 10 -12 -13 13 -15 -16 23 18 -19 -20 -21 27 -23 -24 25 26 -27 -28 28 -30 -31
leaf_value=-0.0040171919006623822 -0.00035878720710661116 -0.02608692785830213 0.00344552286239669 -0.01187623509944803 -0.0087517061019543822 -0.0066829672034086577 -0.022396039176417401 0.01618112839596646 0.0013192714647509789 0.025854495051246158 -0.03971058949678935 -0.020519986323819413 -0.0025353300655142318 -0.041748036343255523 0.00017813205610072152 0.0066107310823382576 0.0012975959723668885 0.054280793013651109 0.061366061344216433 0.072126470439210194 -0.029076528524281515 -0.05038471448364084 0.07388063117673864 0.001062317587996635 0.018185806888026426 0.019451414332893505 -0.026860556348601308 0.081969523351765133 -0.014472005189194878 0.0083805684826266415
leaf_count=1854 316050 437 4493 1461 1745 2118 329 743 13956 159 507 612 184 187 5395 3667 143 52 70 20 93 178 36 3480 3152 543 83 53 62 69
internal_value=0 0.0262198 -0.0654818 -0.035288 0.0415415 0.0827928 0.0321047 -0.00884735 -0.0225618 -0.186182 -0.419658 -0.196615 0.0072828 -0.280676 0.104242 0.143209 -0.0589151 -0.135531 0.510188 -0.119442 -0.188794 -0.498665 -0.0518573 0.174479 0.233289 0.0743448 0.34113 0.179553 0.487897 0.909635
internal_count=361931 45881 6720 6283 39161 20448 4822 18713 17970 3168 1278 771 14802 846 18330 12935 2010 1797 213 659 639 362 1890 10925 6902 4023 3235 277 184 122
shrinkage=0.05


Tree=5425
num_leaves=31
num_cat=0
split_feature=1039 1400 1422 1450 221 56 1258 1262 1100 848 1449 354 626 1 271 285 897 1346 1317 678 567 491 1451 1378 1235 978 1465 845 1007 701
split_gain=8.26515 15.4189 15.9233 15.0633 16.2921 14.7563 15.449 14.7399 15.4892 13.8603 19.4646 17.1471 15.0038 13.9543 13.8575 13.826 15.7839 13.6009 13.4717 14.02 15.9194 20.191 13.8934 16.4926 15.695 14.9531 15.1405 14.7615 14.8783 14.1349
threshold=-0.60416911168678344 0.57242314831789731 -0.47136562738859977 -0.35262914890079794 -1.5537480493528448 0.58160213896575708 -1.32822931898734 4.2650547548666031 0.7582269926747871 -0.67085833950625362 -0.65058036630441818 -1.6947392309849945 -0.50591968449627489 0.15228065529259349 2.2544765320025699 -1.163739233415271 1.8340529921838926 1.0563443891937105 -0.42835337770664556 2.9016603484412591 1.5068697496762773 2.9190788302217294 -0.014448310177426709 3.3995149116775125 1.1753929839372763 -0.45582742089542921 -0.063611481550710794 2.0469170832554311 1.0237368842381924 1.1725856536273731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 18 -5 9 -7 14 -9 10 12 -12 13 -4 -6 16 -3 -11 22 20 21 -20 23 -1 -25 27 29 -24 -29 -27
right_child=-2 2 5 4 7 6 -8 8 -10 17 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=-0.0059251991032595545 -0.0005328894445787056 -0.015960367723723168 -0.019684407678624033 -0.01068721189580891 0.0031976063647602792 -0.031163277975717205 0.0039844931912103353 0.0076060956433971691 0.066448515598091756 -0.0089294073420412585 0.06504000709137242 -0.0082624061432520698 0.027296059510946505 0.033494015008495651 -0.0056728060997343482 0.003069739832755174 0.071313273292053878 -0.027921287765191073 0.0012238907764936299 -0.020423679595017365 0.011606570082311481 -0.045266139760038043 0.0059706655764758853 0.024477907317595998 -0.043419233682784414 -0.01338938943290852 0.0050186004644415944 0.057426220380269323 -0.057941852773245386 0.016452847964995253
leaf_count=11850 246624 917 271 1567 46972 200 2716 145 83 6226 49 2460 457 112 3056 8361 28 711 19835 378 1872 130 2828 336 49 1776 1549 129 22 222
internal_value=0 0.0136405 -0.0442965 0.0262146 0.0519132 -0.10001 0.0385742 0.0581284 0.618244 -0.148978 -0.0209528 -0.135636 0.285388 -0.0962099 0.055399 0.0314267 -0.256946 -0.216359 -0.00749016 0.0311472 0.03892 0.0184831 -0.0538344 -0.10128 0.333789 0.0317738 -0.0652729 0.158096 0.878179 -0.197779
internal_count=361931 115307 22508 92799 51823 13202 2916 50256 228 10286 3349 2509 840 383 50028 9306 945 6937 40976 22215 21837 19965 18761 12235 385 6526 3547 2979 151 1998
shrinkage=0.05


Tree=5426
num_leaves=31
num_cat=0
split_feature=1423 1454 1459 1466 1287 700 1303 429 972 1443 1463 904 1180 769 978 557 1460 207 352 1180 214 1457 1040 1079 1451 136 1455 288 1104 633
split_gain=8.21621 11.759 18.6936 17.8732 17.1379 16.972 16.4267 16.2501 17.1734 15.8756 21.0873 17.9818 22.1825 19.6632 17.0693 15.8672 15.6627 15.8666 15.8316 15.4767 15.3852 14.9496 17.8907 14.6363 15.4943 14.2204 14.0782 13.9277 13.8634 18.327
threshold=1.0000000180025095e-35 -0.610586402940409 2.1181754444417895 2.1415518475315092 -0.49798711729611411 0.7590362138916189 1.7160994611581364 0.216405715617874 1.3014199419934538 1.593744732512876 -0.14125974044737319 -0.19824262296756176 1.4676084809721923 -0.27384615539732754 -1.1196525221931759 -0.89608261094484942 0.9504607190545632 -0.42430717320499406 -1.4909506439985412 1.4676084809721923 2.1995945377751758 1.1311994888241439 0.98258011082585306 1.9634214862007473 -0.24866297318789465 1.0000000180025095e-35 2.8565720557184995 -0.94946475955932008 -1.1756544915108504 -1.1676538949322601
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 19 9 8 -8 -3 15 16 13 -13 -15 -11 17 18 -12 21 -7 23 -23 -2 25 -25 -17 -21 -16 -30
right_child=1 6 -4 4 -6 20 7 -9 -10 10 11 12 -14 14 28 26 -18 -19 -20 27 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00014716711265883649 -0.0020014024471621326 -0.00088863191148185687 0.064275402399144144 -0.010649737246670718 0.057982672651681048 0.0088898806624664942 -0.00061810262057134164 -0.026099308527061261 -0.03722883566769241 -0.030522127073620703 0.095326961102355862 -0.0034976128602297765 -0.025750809567749444 -0.021763715658887184 0.076729203761209591 -0.01125767595167498 0.017039113945285594 -0.027991391723539896 -0.0043552143532021017 0.012250757290270873 -0.035222259767121532 0.025890666042455063 -0.042231949659520027 -0.018614005949229923 0.042676485142208065 0.033790735669002279 0.047277030600368662 -0.020393091125393326 0.08521608097709088 0.019148069999528932
leaf_count=287068 13769 40027 74 101 136 4927 2083 1168 324 1199 25 663 426 175 106 3769 275 894 608 403 216 601 77 223 183 95 63 1474 74 705
internal_value=0 -0.027327 0.0247765 0.0199868 0.683012 0.0112458 -0.0481269 -0.238508 -0.104633 -0.0370003 -0.149696 -0.00343914 0.173377 0.292268 0.527146 -0.284718 -0.20184 -0.321339 0.0147458 -0.0286086 0.151152 -0.00313735 0.372349 -0.0216127 0.365348 0.0251875 -0.196984 -0.285095 0.653645 0.526649
internal_count=361931 74863 22279 22205 237 21968 52584 3575 2407 49009 8982 3951 2149 1723 1060 5031 1802 1527 633 16825 5143 14948 678 14270 501 318 3832 1877 885 779
shrinkage=0.05


Tree=5427
num_leaves=31
num_cat=0
split_feature=184 816 143 352 49 685 475 21 1463 1114 852 1124 558 637 564 986 958 152 418 1111 15 432 1306 558 1037 826 147 1244 1442 565
split_gain=8.11768 11.7777 11.7174 11.5154 16.7069 17.4001 20.4615 16.2753 15.2764 14.5991 18.1483 17.1788 20.0202 16.603 15.9059 14.2534 14.0243 14.0064 13.708 15.7815 13.5028 13.1916 14.018 18.1999 16.3484 16.2307 13.9264 14.9245 13.0925 15.7232
threshold=1.384368771371848 2.9000507500104784 1.0171730942826955 -0.89348373126638381 1.0000000180025095e-35 0.58104764358843186 1.3178422683400421 2.7023039193162686 5.6853485453425652 2.5478550704504253 -0.22706799479215015 0.41696231491899055 -0.60437247535051142 -0.532492292162421 -1.0630056006458044 3.2668021542824097 1.0000000180025095e-35 2.3822369993612553 -0.9209551138940234 0.56733612103915576 0.018908745904949713 -0.43682838410911812 -0.28068080567056852 -0.83069263306499175 1.6159143877994524 1.30806844466767 0.15873855775482054 1.3331022002994399 0.536157752097289 0.90396865284296835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 7 -7 8 9 10 11 12 -5 -11 16 -6 -12 -14 19 20 -13 -16 23 -23 28 26 -24 -28 -25 -30
right_child=1 2 -4 4 15 6 -8 -9 -10 13 14 18 17 -15 21 -17 -18 -19 -20 -21 -22 22 25 24 -26 -27 27 -29 29 -31
leaf_value=5.1725631019666827e-05 0.0026552550208927203 0.047540993046301681 -0.029746279168456704 -0.02842219473950491 -0.0069513386759317286 -0.0062704864245555301 -0.041979604092204401 0.048067234863621772 0.069094185283429949 -0.014970278027628124 0.040233025202360231 0.0093966232038367598 -0.0077030884684989864 0.054513794151333131 -0.0070925685247305156 -0.044687464620778279 0.001695667577534511 0.04139386307526996 0.00069078114441216431 -0.024913389896250165 0.098776903463479282 -0.033012713853118165 0.0097551726710645159 -0.0097099690578914023 0.033263473747318209 -0.023344001387228641 0.040505365058473249 -0.063562500607106193 0.014467160809032337 -0.021672351025590435
leaf_count=327143 6343 100 34 1189 12876 2337 392 83 36 108 334 57 2318 165 1808 279 341 74 1411 62 57 314 797 1227 224 143 474 29 965 211
internal_value=0 -0.0423576 0.602902 -0.0462756 -0.0712994 -0.0150817 -0.225678 0.0228842 0.0134785 0.00736325 -0.00579076 -0.135776 -0.237769 0.61804 0.0726865 -0.151639 0.462532 -0.110711 0.115704 0.811877 1.30009 0.0359075 0.109115 0.00995011 0.0668208 0.305994 0.393311 0.718455 0.00475548 0.169771
internal_count=361931 34788 134 34654 28311 15156 2729 12427 12344 12308 12035 5168 3581 273 6867 13155 675 2392 1587 176 114 6192 4384 2941 2627 1443 1300 503 2403 1176
shrinkage=0.05


Tree=5428
num_leaves=31
num_cat=0
split_feature=50 194 1023 842 65 966 1114 1258 294 563 1348 79 1383 1466 276 1045 277 214 1389 1177 257 1180 478 216 1411 15 911 1452 1143 836
split_gain=8.12076 14.6913 12.5666 12.9951 17.7279 15.3143 15.6034 15.3002 16.6771 15.1306 14.5384 14.3654 16.8719 15.9146 18.0665 16.1101 17.2765 15.526 20.1727 15.8797 14.6116 14.3132 17.8252 14.9793 18.1281 14.6905 14.287 14.7208 15.8647 14.7546
threshold=1.0000000180025095e-35 1.0000000180025095e-35 7.4366709976304533 -0.27102987990603095 1.3605314985471562 0.59877766858793824 -0.96472327762021848 -0.69383987939393588 -1.0741558681026009 0.60913671288198012 1.0000000180025095e-35 -0.064615817520893293 -0.052820248344409564 0.14717407681405861 2.5128645490512462 -0.80967953557588612 3.7130917168219635 2.0372901522904843 -0.54688264994351088 -1.045226679019337 1.0000000180025095e-35 -0.99744801110895609 1.3930357108364988 -0.029058402835588085 1.8958125212842492 -1.8447198656652302 -1.4946064642356096 1.5589078458295551 0.2783345628009134 1.247448228535833
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 26 9 -8 10 -7 -9 20 -13 15 -15 -14 17 19 -19 -17 -1 22 -21 -23 25 -25 -5 -28 -29 -30
right_child=-2 -3 -4 4 -6 6 7 8 -10 -11 -12 12 13 14 -16 16 -18 18 -20 21 -22 23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0037181935941867981 0.00036407555282770316 7.4210913926753947e-05 0.047552070943875056 -0.026453044805081295 -0.008418046900049575 0.020440665261205797 -0.022334168629860332 0.12991192732544987 -0.0052509476328439757 -0.014598396138132711 -0.01541989779713078 -0.013642613071361812 -0.015808850014746422 -0.017602435841035616 0.071966467649015861 -0.044968362809559868 0.13916762071196029 0.12738425555659291 0.0023358373871088891 0.029316551192775854 0.0085316065696665732 0.011474982150589428 0.19073028981592863 0.1078028595720731 0.091142076396837524 -0.017079526108947553 0.0016885339352591311 0.024472445014007776 -0.020866413156310024 0.050029424035156117
leaf_count=18899 197382 90336 43 553 7944 675 1096 21 5167 302 22 9591 934 1747 41 171 37 71 92 227 1572 1718 20 30 36 1293 20670 879 304 58
internal_value=0 -0.0159559 -0.0493722 -0.0508252 -0.0157487 0.00870637 -0.0979017 -0.149218 -0.0898023 0.202022 1.42911 -0.0937427 -0.172358 -0.0568816 -0.298536 0.0404665 0.134136 0.117061 1.19129 0.0789749 -0.0466747 0.123263 0.780217 0.0611241 -0.216606 -0.290127 0.0437942 0.0518909 0.319362 -0.164646
internal_count=361931 164549 74213 74170 37691 29747 7283 6306 5210 977 43 36479 16008 6417 1788 4629 3695 3658 163 3495 20471 3324 247 3077 1359 1323 22464 21911 1241 362
shrinkage=0.05


Tree=5429
num_leaves=31
num_cat=0
split_feature=785 519 713 930 921 783 1443 762 848 1028 991 852 609 777 791 746 809 289 1437 706 854 797 797 965 414 84 1243 1035 755 1324
split_gain=15.0988 13.0056 17.3023 21.9002 20.2635 43.0147 21.669 25.28 19.5384 19.0856 18.8056 22.9562 18.2578 18.1882 17.9897 30.811 27.1689 22.3595 20.8736 20.1572 18.7307 74.1891 19.4265 22.1997 23.6549 19.1484 17.5182 19.9591 17.7605 17.4509
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 3.5086024243106082 1.0000000180025095e-35 0.92095852375103993 1.0000000180025095e-35 2.2685729398725978 -0.79402034679008671 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 0.03945264047130545 -0.87473648844905705 0.63961785378869596 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 -0.010139945829889745 0.1517318052922412 -0.34755022397939389 1.5226375783121155 0.70036819076278212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 14 6 7 10 -5 13 -6 -12 -13 -2 20 16 17 -16 29 -19 21 25 26 24 -24 -4 -22 -28 -29 -18
right_child=1 -3 4 8 5 -7 -8 -9 -10 -11 11 12 -14 -15 15 -17 18 19 -20 -21 22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=4.2521284211920324e-05 0.00018674653996193311 4.0127201870844867e-05 -0.00023434912845873339 -2.7396538448147841e-05 -2.8416330003235174e-05 0.00026969149075103531 -0.00012344143925820345 0.00025114700203084507 0.00036585473607409673 0.00013899675648886266 -1.1954991539994902e-05 0.00035124278132773492 -0.00050097954047639793 -2.8488625015387308e-05 -0.00028909654489205549 0.0001061173853807998 3.4273697673708182e-05 2.0363840928233133e-05 0.00024476080835983904 -0.00013991924525518878 -1.9549731685431189e-05 0.00027470746857311982 -1.0413036862478563e-05 -0.00017589547056755681 -0.00022023185292371664 4.1663770312989872e-06 -0.00017807326859337237 -6.8882990053373386e-05 0.00017582361073210061 -0.00010263307344430652
leaf_count=29559 2471 21518 3481 30444 18167 3076 6926 2064 623 10344 2666 1804 123 12022 5860 10309 21749 10268 1632 12918 71738 3676 15858 16005 4096 3851 12068 17031 3122 6462
internal_value=0 -0.0105742 -0.0149952 0.0215484 -0.0239961 0.0279038 0.000648348 0.0304216 -0.0193539 0.0730528 0.00636755 0.132806 0.305023 0.0126999 -0.0332467 0.000438359 -0.0255677 -0.0941419 0.019179 -0.0622827 -0.0481554 0.0418729 -0.056534 -0.107178 -0.0530748 -0.105363 -0.0396486 -0.091823 -0.044246 0.00227574
internal_count=361931 332372 310854 55904 254950 34826 31750 24824 31067 24837 22760 4593 1927 14493 220124 69198 58889 29046 29843 23186 150926 11008 139918 35959 19954 7332 103959 32221 20153 28211
shrinkage=0.000980392


Tree=5430
num_leaves=31
num_cat=0
split_feature=785 516 451 506 564 515 789 623 566 842 958 1167 1347 321 1104 348 917 1425 1048 1152 55 767 912 1247 974 540 381 625 768 635
split_gain=13.3406 12.2516 21.0874 44.772 23.8788 21.6692 20.2151 17.966 21.9024 18.8391 17.0517 17.5263 17.029 18.421 19.0505 16.9541 16.7274 19.8257 20.3454 19.7733 19.4596 17.3499 17.2188 16.2124 17.0351 16.5049 20.6886 16.881 16.1689 18.6937
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 1.1248358748350926 1.9538269969423816 2.1059719136688364 1.3241875752929497 1.313041538630376 1.3188763453606918 0.67705179624153933 0.46728705763592832 0.4018628529746508 -1.617447066059148 -0.65713348567575725 1.0000000180025095e-35 0.44418202775023646 1.0000000180025095e-35 1.0000000180025095e-35 1.4619767542374145 1.8398445978791313 -0.76114766347539387 -1.5495306259995072 0.35001124564692748 2.1979211646067411 1.0528904553883496 -0.47515847854358045 0.39773657454699612
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 28 7 8 10 -10 16 12 13 14 -12 -9 -3 19 -19 -18 -20 -21 -22 24 -7 -25 -27 -28 -2 -30
right_child=1 6 3 -5 -6 23 -8 15 9 -11 11 -13 -14 -15 -16 -17 17 18 20 21 22 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=3.5959727670927812e-05 -7.9414275713706134e-06 2.8405616086832304e-05 0.00029209861566477732 -2.0954247051441177e-05 -0.00014892082646727114 0.00029934299521641023 -6.3923260466710935e-05 -0.00049382820567596397 0.00016304711388588381 -0.00015805892845161771 -5.8849952693345178e-05 -9.1708818705995708e-05 0.00030734525871451654 0.00024522147184910677 0.00022149462627066882 0.000120909772906421 -2.6190147224792011e-05 -2.7693050398843018e-05 0.00018340825751311497 -0.00010080132191315997 -2.0029357408538767e-05 -0.00050224466560810552 0.00063792551103422288 1.9625053646386696e-05 -0.00012581322813395607 0.00013043626160812486 0.00086329329487835047 -0.00067209936835349636 -0.00011318421575216421 -1.4299899021785619e-05
leaf_count=29559 31097 36267 2736 10940 11199 756 23724 313 5856 935 5501 3399 1713 2169 1695 8070 50520 19035 5415 20841 5791 674 175 17542 6396 4339 241 36 37864 17133
internal_value=0 -0.0140333 -0.0325985 0.0560545 -0.0434471 -0.0321763 -0.00250036 0.00663412 0.000817348 0.120358 -0.00547507 0.0724994 0.113952 0.0720701 0.0106419 0.106892 -0.0133807 -0.0291057 0.0189273 -0.0516416 0.0926644 -0.115271 0.00234227 0.0268774 -0.0850977 0.0583602 0.178278 0.704197 -0.0529119 -0.080461
internal_count=361931 332372 140279 13676 126603 115404 192093 168369 159986 6791 153195 14477 11078 9365 7196 8383 138718 102451 30416 72035 11381 21515 5966 29310 7152 22158 4616 277 86094 54997
shrinkage=0.000980392


Tree=5431
num_leaves=31
num_cat=0
split_feature=785 519 713 930 848 921 783 1443 762 486 990 1028 852 657 791 746 809 1437 1324 917 578 651 854 797 1061 3 565 842 912 1088
split_gain=13.2559 11.662 18.319 22.2288 20.7898 19.816 42.6624 21.4039 24.2848 19.6598 18.9969 18.9512 18.4571 17.6676 17.2062 23.8416 20.8026 23.3107 20.0178 19.9738 18.4449 18.3671 17.6759 59.5479 19.6765 17.5964 16.6984 17.4021 16.5527 19.9433
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 1.8692550303841236 0.65656536832909496 -0.35861621905537377 1.0000000180025095e-35 -0.80522708219444705 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 1.4266783389745494 0.70036819076278212 -1.2149334638529161 1.1070026357714988 1.1107569744011787 -0.87473648844905705 0.63961785378869596 -0.87357009987099121 1.5366792345178724 1.1604233505739945 -0.75742693342923417 0.41325020809808216 1.3828769186765884
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 13 7 8 10 11 -7 28 -12 -4 22 16 21 18 19 -18 -21 -16 23 24 -15 -23 27 -6 29 -2
right_child=1 -3 5 4 26 6 -8 -9 -10 -11 12 -13 -14 14 15 -17 17 -19 -20 20 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.8409023938241523e-05 4.5882623979956313e-05 3.6642740140486042e-05 -8.7907751127849301e-05 -2.7503849329397296e-05 -0.00015328974537274964 -2.9559745987610696e-05 0.00026737017225200889 -0.00012399005258815891 0.00024532465704511693 0.00030728112066400371 1.0852985261102127e-06 0.00011763895887428985 0.00027995986640171131 0.00024518991873151034 -9.6486153413192683e-05 0.0001084938768689035 0.00053045579208187046 0.00027869192915059893 -0.00011323111292339843 1.2954160837333699e-05 0.00031175445748210176 0.00011859027677905305 -4.8763143948576888e-05 0.00027521093992125304 -0.00013734582690389817 0.0010968512992658515 0.0012043555576966125 0.00065087123188735667 -0.00029114896380958783 -0.00031654646378286505
leaf_count=29559 10289 21518 36644 30444 302 18216 3076 6926 2064 1436 2604 10827 1940 707 22789 8982 459 1440 5439 16312 1261 914 116444 3153 5489 91 89 232 1302 983
internal_value=0 -0.0114131 -0.0155994 0.0220154 -0.0192015 -0.0248607 0.0264683 -0.00067198 0.0289198 0.0739252 0.00534591 0.0560735 0.132565 -0.0340097 -0.0251459 0.0102008 -0.0147133 0.0277174 0.00794906 0.0459475 0.0335846 -0.0789473 -0.040903 0.0527225 -0.0890255 0.231777 0.386326 0.226049 -0.0132117 0.0151961
internal_count=361931 332372 310854 55904 31067 254950 34826 31750 24824 24837 22760 23401 4544 220124 183480 57687 48705 24911 23471 18032 17573 23794 125793 9349 6196 1005 623 534 12574 11272
shrinkage=0.000980392


Tree=5432
num_leaves=31
num_cat=0
split_feature=785 1110 1463 1466 978 1452 1466 565 1458 1462 1086 1462 1460 1454 1251 1454 671 225 979 773 840 276 1304 1245 1453 911 638 622 304 1242
split_gain=8.19333 9.55508 17.8545 21.7699 19.7699 18.9203 17.4378 16.796 16.5187 33.3359 21.6725 17.0956 21.9832 16.6812 19.8333 19.2771 16.7786 24.2756 17.2285 23.1736 16.154 18.6082 21.0171 19.626 17.0171 17.3042 17.7615 16.7324 18.6442 18.1187
threshold=-0.86283290253235112 0.16061826788292341 -0.052537044703927886 0.39005462831376697 -1.4017781902447182 -0.13431352879282774 0.41217482453263737 0.29207674246718635 0.19231234285114293 0.40252374905671789 2.8611799631721979 3.0530110531883921 0.77863929375092356 -0.90309121467478037 2.3329779096542183 -0.98478334500156417 0.66766422009387627 1.7661934791946439 0.33654158535608053 -0.0069147338139831553 0.44360093969036851 -0.02661606980266901 -0.64587093632554571 -1.7529625132963698 0.85537653896615018 0.38881525014539536 0.74834373107320795 0.21954159442641621 1.0000000180025095e-35 -0.66306072599410337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -4 6 7 -5 11 -10 -11 13 -13 14 15 -3 -17 18 19 -18 21 22 -15 -23 -24 26 -26 28 -25 -29
right_child=1 2 4 5 -6 -7 -8 -9 9 10 -12 12 -14 20 -16 16 17 -19 -20 -21 -22 23 24 27 25 -27 -28 29 -30 -31
leaf_value=0.0016990888673818344 0.000190378211682621 -0.0081928773001252609 -0.017831645743777082 -0.0051819929162212064 0.00094913397010030684 0.0062304167022506143 -0.0034189768334652996 0.056737181548941064 0.0032841223089857354 -0.010721157517353566 0.10199040866938994 0.04111804976945474 -0.0085774154030009604 -0.013533601424569462 -0.051243057833751542 0.0050714869905526131 0.0043902586382628013 0.10697083534857875 -0.0029039357624368227 0.072692386909590651 -0.0094925598604564555 -0.045404428185747719 -0.0052864575495402029 -0.0085293395586229608 0.013363491240648895 -0.011703679123865414 0.064787629556263382 -0.011034131205415054 0.0032974749192187141 0.010890126539609135
leaf_count=29559 210022 1298 1094 156 46647 6476 7806 122 10822 3834 25 203 198 6734 128 1519 121 39 219 128 11546 250 9619 4708 434 292 113 890 3538 3391
internal_value=0 -0.00589383 -0.0232247 -0.0477132 0.0125237 0.0341061 -0.0474527 0.570586 -0.0696956 -0.000523373 -0.199149 -0.094726 0.340519 -0.100333 0.0727786 0.107852 0.249966 0.594582 0.435417 0.825459 -0.114265 -0.0808786 -0.139234 -0.00906221 -0.0739588 0.253289 0.498424 0.00190501 -0.0611392 0.136869
internal_count=361931 332372 122350 74609 47741 14560 8084 278 60049 14681 3859 45368 401 44967 3452 3324 2026 507 468 249 41515 29969 17192 12777 10458 839 547 12527 8246 4281
shrinkage=0.05


Tree=5433
num_leaves=31
num_cat=0
split_feature=181 1454 1452 21 1455 21 1453 1466 748 1464 1468 1450 1454 1449 1454 1450 1452 1467 1469 1457 909 289 1020 1458 1458 351 1455 1455 1470 1452
split_gain=14.5427 14.5501 26.0917 19.869 34.2751 24.319 26.9618 24.1101 23.7815 22.0246 29.7299 33.3427 55.3616 28.9365 30.2067 47.7806 32.1405 27.9246 27.8865 26.1618 23.6504 20.7329 20.6902 20.2266 27.4072 21.8366 20.1758 31.5308 19.9901 19.8956
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 -1.0798509198017876 0.8703138515806228 1.189441983669046 3.5235182473523379 0.99096960220324093 1.3593059060298478 -0.43279898335635575 1.8034839195215984 0.27262452905359075 2.311341190271452 0.31881434390535024 0.8862013653042119 -0.44975414142939646 0.57845329651378008 -0.4611800328772096 -0.80309863122148828 -0.34506681842024162 0.09468287894006136 -0.54618223487146944 1.3028993738884604 -0.16839995161411095 0.73392005358173151 1.1324356192904925 1.6954023619734322 0.49277866179710311 -0.84210365056776759 2.3445682831865544
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -5 9 29 -3 20 11 12 13 14 15 -11 -16 -14 -19 -15 23 -8 -18 25 -25 -7 27 -17 -13 -6
right_child=-2 3 -4 5 7 6 21 -9 -10 10 -12 28 17 19 16 26 22 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.4133407880779018e-05 -4.2389255787295787e-05 -2.0974571596658094e-05 -0.00022026055971185855 -9.2797905405914124e-06 0.00044665610313229603 -1.6454262693484434e-06 0.00033911616408748501 -2.9881862565571602e-05 0.00040862684912539639 0.00039168654725542205 -0.00021029301002948783 0.00013736241131753676 0.0001214187868063452 0.00018832167110180529 1.6446680470677694e-05 3.8168556021325436e-05 -0.00096437879422202539 -7.054780774878801e-05 -0.0011234681606761741 0.0007225208426889897 -0.00014473544680877729 -0.00039929555118946698 0.00020568883853812269 0.00038502932791457625 -6.1825452827688661e-05 -0.00081537599285517244 0.00066158470302448075 -0.00059042496143068461 0.00049917927005553575 -0.00042946245646537453
leaf_count=146858 75166 7885 4160 102408 2263 1825 207 834 828 2330 1045 1006 248 1029 1082 1676 313 164 356 719 3258 885 83 1522 931 204 167 571 1746 162
internal_value=0 -0.00272141 -0.0192208 0.0141418 0.107608 0.00592207 0.0724069 0.295997 0.0205794 0.0905827 0.147011 0.178316 0.108253 0.163489 0.0913558 0.178437 -0.184678 -0.453865 -0.756856 0.41058 -0.00156132 -0.259618 -0.714074 0.0990806 0.220699 -0.0755224 -0.0477985 -0.106934 0.375156 0.40779
internal_count=361931 286765 151018 135747 11972 123775 21367 3259 8713 20275 12535 11490 8738 7970 6222 4744 1478 768 520 1748 7740 1092 396 4482 2453 2029 2414 2247 2752 2425
shrinkage=0.000980392


Tree=5434
num_leaves=31
num_cat=0
split_feature=181 582 505 933 696 495 1244 890 225 796 219 704 1051 707 192 564 1320 842 1044 494 154 1190 761 702 488 1158 488 365 365 359
split_gain=8.20849 10.8178 19.0989 15.2746 18.8649 14.9551 15.1951 18.4659 14.7902 15.0589 14.525 16.9458 15.588 14.5616 14.1453 13.9017 13.8346 13.7837 17.1628 16.1222 13.6611 14.4212 13.5126 15.192 14.5477 16.2013 14.8048 13.8813 13.4747 13.3762
threshold=1.0000000180025095e-35 2.1384355827858248 0.62503261066003934 0.68806224955729689 2.0878969833339021 -0.57143489113778978 -0.25868648750984607 0.8108020320033037 1.2293549596152074 1.0000000180025095e-35 -0.20222196125801864 2.4496557896054036 -0.96542485222587526 1.5732390992899303 -0.43085510457888271 0.51812031357853228 0.37720257600311741 -0.040197379928917538 -0.98011859443253746 0.1581992273163208 0.44419300574771464 1.4133452702252711 0.41276704280968163 1.8904895696294106 -0.57364115386637049 1.3048600300970015 -0.35756567733675843 1.7341789435255184 -0.9484777118500769 -0.6679437120465791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 22 -3 10 8 29 15 11 12 13 20 -4 -10 -16 19 -19 -9 21 -7 24 28 -5 26 -26 -28 -24 -8
right_child=-2 2 14 4 -6 6 7 17 9 -11 -12 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00033060193079852325 -0.0013869010000132831 0.0060756073373693341 -0.021472533160900094 -0.015714891777177893 -0.068459453864778669 -0.040047032834931891 -0.024508547226350208 0.0075350454812419913 -0.038026154006453289 0.034565139221228572 -0.0014884012025692499 0.065549543250188733 -0.025344065144948604 0.083602980800170909 -0.010964069357346685 0.02911144652568233 0.015596689237979253 0.047453752349834608 -0.0082802101319634676 0.038134509503926495 0.047149471492310267 0.06001822126072142 0.023118971844472074 0.045018516178540829 0.035263142501006421 -0.043229177744821864 -0.0011931389889649254 0.057768172205441885 -0.029201777836613624 -0.0028673172116408241
leaf_count=269864 75166 4498 1136 704 83 140 436 443 117 234 1507 25 1134 23 932 59 336 59 505 313 50 22 62 35 195 76 809 45 651 2272
internal_value=0 0.00286058 -0.0526518 -0.0216301 -0.176866 0.0132518 -0.0467233 0.0314846 -0.065346 0.337661 -0.177808 -0.354958 -0.395301 0.172183 -0.239885 -0.197437 -0.0802263 0.236913 -0.0208229 0.416741 -0.0678263 -0.455401 -0.146295 -0.401542 -0.0413856 0.107667 0.179711 0.0488966 -0.480929 -0.123514
internal_count=361931 286765 16901 14497 2660 11837 7339 4438 3118 410 2901 1394 1369 235 2404 176 1268 1320 564 756 212 162 2577 748 1829 1125 1049 854 713 2708
shrinkage=0.05


Tree=5435
num_leaves=31
num_cat=0
split_feature=728 252 544 540 834 905 1170 11 351 1470 836 414 6 903 834 1251 365 1182 12 703 360 1042 708 972 982 658 427 146 355 1395
split_gain=8.15481 11.3124 14.3151 13.551 16.9849 14.2363 14.8344 13.5046 13.3557 14.3679 17.064 15.4115 16.2866 15.562 15.1765 15.9784 13.8474 14.2672 13.5377 13.5148 13.1942 16.7869 17.8625 16.9022 15.1646 15.1479 13.6074 17.1786 13.1873 13.1139
threshold=1.0000000180025095e-35 0.46192366645804389 1.3187279471247144 1.0000000180025095e-35 -0.87443011073371346 0.57306132806271448 0.62153056071901192 0.28745355749675389 -0.38312089895090123 -0.43999670813343578 -0.71042929350659068 1.5944315757021157 -0.25013086171716775 0.66122059830567115 -0.018410669589490881 0.84737602425093173 -0.46224619306325027 -0.31048028024696778 1.9303556723000732 0.11799759914964937 0.77529728214786842 0.66248219281317022 -0.054798667266842883 0.7014690965520517 0.46550585772340386 -0.76600303368020251 -0.18294032591632492 -0.23147915849478748 -1.135386252566023 0.92286810364009197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 29 3 -3 5 -5 7 -7 18 10 -10 12 -12 14 19 -16 -11 -18 -6 -14 21 24 23 -23 -19 -26 -27 -28 -4 -2
right_child=1 2 28 4 8 6 -8 -9 9 16 11 -13 13 -15 15 -17 17 20 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00022544371239400769 -0.0010237086651204489 -0.0058245367433064354 -0.035132708752785083 0.0042782174126890391 0.0068071600193473931 0.040360012873205495 0.066034352934397439 -0.018800856900162737 -0.039609616378368455 0.00047739422845698886 -0.013122583551084527 0.054146080113947496 0.019132571362872171 -0.017515001833524422 0.027685947515656839 0.095314311152096098 -0.03097867637069153 -0.024296498503762136 -0.028939799356002383 -0.033799443212830779 -0.033570688336001631 0.08322126860345265 -0.027595858509704221 -0.019577985925286881 -0.066268569794607129 -0.028614880135097134 0.10260696087051016 0.014009045899921805 0.014094265703536647 0.0034589486345955808
leaf_count=252841 67929 19309 148 731 2464 109 109 93 165 830 528 70 222 190 244 48 740 450 162 92 259 70 70 36 43 43 38 81 1187 12630
internal_value=0 -0.0216699 -0.064817 -0.0768751 0.00428203 0.29179 0.677683 0.307397 -0.0384485 -0.122703 0.055815 0.127861 0.0651771 0.270956 0.439776 0.816337 -0.23235 -0.358237 0.0932478 0.0943443 -0.175703 -0.0245508 0.636429 1.13902 -0.212754 0.315746 0.57363 0.957528 0.204793 -0.00527517
internal_count=361931 109090 28531 27196 7887 1042 311 202 6845 4219 1559 1394 1324 796 606 292 2660 1830 2626 314 1090 831 176 106 655 205 162 119 1335 80559
shrinkage=0.05


Tree=5436
num_leaves=31
num_cat=0
split_feature=51 789 981 1325 215 294 289 632 497 1124 1109 917 838 835 220 917 700 1055 1176 1295 1010 557 1122 213 636 77 1104 81 430 551
split_gain=8.10869 11.5019 16.415 15.7689 15.6765 23.1057 17.5025 16.5336 18.7534 16.3716 17.1149 17.3054 16.6231 15.669 16.4833 15.6374 18.9394 19.6961 15.5289 14.6772 14.6373 14.6092 16.2811 14.599 14.5716 15.6536 14.4295 14.4064 21.3722 16.8672
threshold=1.0111847875080273 1.1248358748350926 1.3844530844356899 1.4263200489537242 0.9058243264606809 1.3184569424048107 1.5098615681602345 0.49626571970829603 0.58363354790951349 2.452237007405119 -0.95263658142531427 2.3289836907312895 2.495563965220907 -0.81528098009991901 -0.76478048334061477 0.55073413624169965 0.5587641889167877 -0.87839163603217674 -0.60914594534781508 1.3006632214813958 1.0000000180025095e-35 -0.27208319154017496 0.59893172690045759 2.2589408978310801 -1.2404970289927959 0.81243374798423884 -0.80349370953715826 -0.1769070152648648 1.8689306049139325 -0.45208229226049823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 27 7 8 9 10 11 21 -12 14 -5 -10 -17 -18 -16 -20 -11 23 -23 -3 -19 -26 -24 28 -6 -29
right_child=-2 2 -4 13 5 -7 -8 -9 15 20 12 -13 -14 -15 18 16 17 24 19 -21 -22 22 26 -25 25 -27 -28 29 -30 -31
leaf_value=0.0003746977587787601 -0.0015934015744401956 0.030753850982607529 0.0047884031068650794 -0.032354511784348686 -0.0023294802485092523 -0.03436511324304449 -0.01403683077931548 -0.0049598786801144587 -0.0085525493251094771 0.004477775881065015 0.0033035288997834826 0.063601511722495757 0.035952006679210814 -0.016242045586144612 0.03289748605338158 -0.0019788199965650286 -0.050792868746199676 0.10969817037631341 0.0023951242087240569 -0.066422580625018213 -0.048093867177964322 -0.0092508277087547611 0.0017840832920838772 -0.044595551056447441 0.048642263898097927 -0.048225211653225936 0.1045458294629551 0.0024979488575983966 0.041604509054578936 -0.019185231994579294
leaf_count=273308 54984 681 3627 193 2846 479 1351 5703 2871 184 8483 97 201 2256 209 580 38 43 580 46 193 488 56 53 140 31 32 601 138 1439
internal_value=0 0.00227322 -0.038147 -0.0578075 -0.0385706 -0.14767 -0.00876825 0.00822553 0.0514074 0.103493 0.119567 0.376087 0.0826188 -0.208586 0.0105213 -0.0902169 0.192777 0.729473 0.128067 -0.0339321 -0.44445 0.291128 -0.00778728 0.526486 0.975407 0.678084 0.996446 -0.106279 0.000500245 -0.246704
internal_count=361931 306947 33639 30012 26728 5503 21225 19874 14171 10468 10091 1407 8684 3284 1028 3703 832 252 835 626 377 1310 576 734 214 171 88 5024 2984 2040
shrinkage=0.05


Tree=5437
num_leaves=31
num_cat=0
split_feature=834 682 704 634 1381 844 1110 445 1259 1434 1386 1385 1051 1118 219 1310 418 416 1055 1117 382 490 1177 1365 635 840 631 348 637 1036
split_gain=8.11395 12.3168 11.2992 16.9247 16.7167 14.0541 16.5721 13.7476 20.3205 16.6451 13.639 14.4044 14.4069 15.5998 19.201 14.8976 12.8012 16.1913 13.3634 12.8871 12.5227 19.7347 15.4855 15.0618 14.3489 14.2423 14.2209 13.8874 13.6166 13.2973
threshold=2.1612684629536689 2.6453301487195269 0.52012963124634926 -0.11148945329773725 -0.80648630474667904 -0.5854012687011747 -0.39426260605484958 -0.98875111453437525 -1.0562202540553736 1.0000000180025095e-35 -0.81936113250138332 0.33486688589846642 -0.5010776097847961 -0.55327826919731049 -0.79437849184306197 0.85221310825301255 0.87467601325465349 -1.2174485718339909 0.64064008622194579 -0.12918682941026136 0.37699235038105439 0.70071651474609753 0.82855605845069225 -0.42638832581415231 0.21650408227089599 -0.46800325684565569 -1.1502950532478635 1.2955865021341448 1.3488123816161586 -0.72487791450588446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -5 8 9 -2 -6 12 13 -12 -15 -16 18 -18 -7 -20 22 27 -9 -23 -25 -24 -27 29 -28 -22
right_child=1 -3 3 5 10 16 -8 20 -10 -11 11 -13 -14 14 15 -17 17 -19 19 -21 21 23 25 24 -26 26 28 -29 -30 -31
leaf_value=-1.3672500579089545e-06 0.073395133301008747 -0.028857876110072164 -0.027820311173605949 -0.010018613288689353 0.032604508651288278 -0.0094610725697029836 -0.048927451139339578 -0.0025674305639321149 0.006163880500352218 -0.054597330365286162 -0.044168550290140565 0.020213697965493424 -0.02577437415633442 -0.064334678235362625 0.06546902874640928 -0.040183835324990251 0.060025976618330805 -0.059319737723669441 -0.019871481456668064 0.056882543789602238 0.027902798861189255 0.055847017529690617 -0.04310097393156799 -0.017380791172898803 0.04452720856927319 0.088980790126086548 -0.021499087337636585 -0.068600453370106701 0.058715977207233996 -0.0036563779169254346
leaf_count=350666 100 303 304 341 270 771 388 4078 692 21 80 319 429 42 99 25 27 134 57 82 223 192 451 151 85 23 350 50 36 1142
internal_value=0 -0.0683744 -0.0548362 -0.176701 0.0183604 -0.340555 -0.621096 -0.00160447 0.293057 1.14769 0.13867 0.00577979 -0.221846 0.263596 0.620638 0.967175 -0.166481 -0.852229 -0.0613663 0.617387 -0.0400905 0.12952 -0.108949 0.599497 0.179692 -0.461474 -0.129496 -0.00610508 -0.256685 0.0362103
internal_count=361931 11265 10962 3368 1568 1800 729 7594 813 121 1264 994 675 246 166 124 1071 161 910 139 6781 1843 4938 428 236 860 409 1415 386 1365
shrinkage=0.05


Tree=5438
num_leaves=31
num_cat=0
split_feature=677 878 959 1467 1045 710 705 630 231 592 788 428 899 766 1189 1251 900 1055 1186 1038 83 1290 1347 13 1467 1459 1459 804 1464 1381
split_gain=8.13715 23.8633 18.2746 20.1005 18.0855 19.6148 17.8733 17.425 16.7547 16.4183 17.0803 15.9504 17.7228 20.4726 19.9415 16.9706 15.5929 15.5862 16.9462 16.1878 15.3378 19.822 18.0387 17.2588 15.0634 21.7988 30.0455 27.7475 27.0138 20.6332
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2907225086880219 1.4788072840855835 -1.3869055513721766 2.3562736834877938 1.7937734320387331 1.0396851015320472 1.0000000180025095e-35 -0.59494694347224619 1.0000000180025095e-35 0.15748850367074466 -1.2653156165895776 -0.25054552684661563 -0.19927824775816791 -0.52519093508906101 -1.5444772813403367 0.41422614388054529 0.27793022263556166 -0.66549079583867599 0.13155224384222255 3.3982686287453148 0.67705179624153933 -2.1642372666350522 -0.31819417591303473 -0.29335017616020637 -0.3011881842326592 0.45538871002063286 -0.32209274566085261 -0.36213264229758907
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 9 8 -5 -6 -11 20 -13 15 -15 -14 -12 18 -7 -19 21 22 -3 -24 25 26 27 -2 -29 -27
right_child=24 11 3 7 5 17 -8 -9 -10 10 16 12 13 14 -16 -17 -18 19 -20 -21 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=-0.0093130569778903573 0.0016490624183060521 0.0017703053684503746 -0.018963560916895956 -0.0026651721986236361 0.0012976395041693933 0.0056317978272075117 0.022252207976886221 -0.01497937591978165 0.015611009649287117 -0.0023831592348589892 0.024321125690709128 -0.012150767211690353 -0.0026652836060255371 -0.0085102956924187241 -0.00038453860511042262 0.00563991506043945 -0.008604399028030672 0.014191491664231386 0.032450368636767389 -0.031560156050808245 0.0042047778824913255 -0.036662992864964813 0.072548910536069391 -0.0052601352996149188 -0.00050986541000843896 0.0057771365672370399 -0.030397532561762381 -0.012469581686686219 -0.00011309017182149425 0.00092260385703531265
leaf_count=14869 28839 28038 1619 1330 11386 1093 538 664 2301 27442 375 2546 5177 7145 10232 8382 17991 268 576 325 20139 290 38 7567 107641 20730 473 4301 5146 24470
internal_value=0 -0.0154834 -0.0542259 -0.0401605 -0.0535117 -0.0467764 -0.0569368 0.129135 0.191658 -0.061533 -0.0859807 0.00836895 -0.0317697 -0.0180464 -0.0720877 0.0479465 -0.160277 0.192271 0.313071 -0.199595 0.0332315 0.00267879 0.00704704 -0.0967263 0.00769321 0.0306693 -0.00988622 -0.0029642 -0.110556 0.064174
internal_count=361931 170331 80777 65908 61613 59994 57732 4295 3631 57194 45808 89554 33482 30936 17377 13559 18366 2262 1669 593 56072 35933 35643 7605 191600 83959 38759 38286 9447 45200
shrinkage=0.05


Tree=5439
num_leaves=31
num_cat=0
split_feature=683 1442 1249 1112 843 795 854 797 633 590 727 920 588 1030 706 784 1005 1259 1039 1106 156 659 1167 829 979 513 593 1061 1004 107
split_gain=16.027 23.8263 18.4461 22.2545 17.5066 16.1159 25.6875 54.0915 23.0164 24.9163 19.5353 27.0097 25.9739 20.8748 17.9503 17.3927 18.7479 17.3962 19.4053 18.7536 17.2512 16.7345 17.6022 16.685 17.2659 16.6124 21.8459 17.0772 20.8807 16.8729
threshold=-0.76344857304914582 -1.2625182715263061 -0.3647868387780599 -0.75983256102250107 2.539957888746601 -0.29258408639884992 -0.87473648844905705 0.63961785378869596 1.7407312976543683 0.58895901036483078 1.0000000180025095e-35 -0.83967173534858641 2.250834115212506 2.7042904249467168 1.421269665889898 0.9594655836162902 -0.73131249138158405 0.53202512072826491 -0.017986183676610815 1.7407510129396675 3.4112630944961309 -0.65794869715300641 0.75331988692284768 -0.78847162007736549 0.3231416408206827 0.5265745529457686 -0.58017643881618097 -0.87357009987099121 0.59444477453878863 0.63200691319110613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 7 25 10 -10 14 -12 13 -13 -3 16 -8 19 -19 20 -18 -9 -23 -16 -25 27 -27 28 -7 -29
right_child=1 4 3 -5 -6 6 15 21 9 -11 11 12 -14 -15 23 -17 17 18 -20 -21 -22 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=-3.7282384959833257e-05 1.1621011659049049e-05 -2.5147746870067001e-05 -0.00024283369217074802 -6.0459778725458179e-05 0.00022182114435288528 -6.566395618113397e-05 -9.9725490164622214e-05 -7.5027885239965233e-05 -0.00013631212527583268 0.00012968235583214372 0.00022790324520103082 4.5973588538522918e-05 0.00023913618547573897 -0.0001848485145764028 0.00032029861211513798 3.0148705635250037e-05 -4.7358391279884601e-05 -1.2273942685076847e-05 0.00016377921774358948 0.0001326004005534188 -0.00053403619117256237 0.0003370709083907383 -0.0005048147226405531 -3.4117844714486922e-05 0.00023011462129274982 -0.00033037454639298021 0.00028231474305929062 -0.00022970500648370135 0.0007362697517256957 0.00012792221817480124
leaf_count=106157 13491 30937 6808 18530 1686 446 19241 578 7892 2141 4292 41187 2988 2866 1422 22281 45152 9028 5425 2821 478 3505 123 4600 1804 340 1145 3593 187 787
internal_value=0 -0.000676737 -0.0597862 -0.102911 0.0077249 0.00581782 -0.0125074 0.0887293 0.0269362 -0.0770023 0.038382 0.0665649 0.0506034 0.0361637 -0.00139102 -0.0238877 -0.0397695 -0.0202818 0.0515677 -0.0407777 -0.0523687 0.268201 0.318653 0.100981 0.0475983 -0.045039 0.150275 -0.110926 0.214297 -0.165323
internal_count=361931 255774 38829 25338 216945 215259 115130 10704 100129 10033 90096 51333 47041 44053 38763 104426 82145 62904 14453 48451 45630 4206 3628 7826 6404 6498 1485 5013 633 4380
shrinkage=0.000980392


Tree=5440
num_leaves=31
num_cat=0
split_feature=652 582 498 365 578 1042 483 1161 1259 227 1396 747 898 77 178 553 363 139 293 567 909 1317 977 1184 487 978 679 281 1268 1320
split_gain=8.20175 13.0273 16.1235 17.5855 16.4853 18.2607 15.8489 16.8764 16.4756 15.928 15.8962 15.4654 15.5668 16.3194 17.211 18.5686 16.3079 16.8317 17.8496 17.9393 16.8151 16.5924 18.5467 15.5847 15.5801 15.4963 17.0442 18.6011 15.4295 15.395
threshold=-0.55024281929118113 1.0844420916666788 1.2868422854640982 -1.1664435650993439 -0.87905496296652397 -0.43124506663023321 0.011928532202435447 -0.92422161023524152 1.2478540220392007 -0.72778694699391777 0.086532374058488418 2.2668746584208797 1.6920961156864258 1.1145388648707739 -0.59432700110512315 0.81945384317707171 -0.067519510658870921 2.0261103465259795 2.341825026266696 2.2824806622860945 -1.0368513858345227 -0.82162040446283613 1.1243955548292537 0.85005417840271347 -1.0446152172698959 -0.70144270837559553 1.0000000180025095e-35 0.010784880829883801 -0.8739240039915398 -0.49134126079049995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 -5 28 9 10 -8 -9 12 13 16 15 -15 17 18 19 -1 -21 -20 -23 -19 -16 -26 27 -27 -3 -7
right_child=-2 6 3 4 -6 29 7 8 -10 -11 -12 -13 -14 14 24 -17 -18 23 21 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0014954767955041596 -0.0005095619067178608 0.019763462071699812 -0.024926246657808519 0.034769101942841503 0.0043558109980878371 -0.017483110231895169 0.0067432691663868146 -0.00077328929374611806 0.015134203722988612 -0.031326561481677249 -0.01437429497307359 -0.011575529414381964 -0.0052556708932122312 -0.00060555226537245023 -0.0071675179418616043 -0.035406758016604201 -0.0018781027424861541 -0.016142189223434834 -0.013262961724183096 -0.042686310330745353 0.021154886759681007 0.028611351583333729 -0.023745609331718289 0.01515124995373331 0.017035012764366881 0.0029324631363649737 -0.0045117283828077859 0.017054583967375567 -0.00059865166614189833 0.018836918085019159
leaf_count=42633 246337 445 298 443 9752 233 182 2312 453 701 1828 1264 6248 1361 908 271 26509 1438 281 85 789 897 123 290 2212 2575 1527 1897 7242 397
internal_value=0 0.0139726 0.0232587 0.104099 0.117487 0.372063 -0.0517966 -0.142107 -0.0930567 -0.449539 -0.136192 0.012588 0.0164251 0.024304 0.105024 -0.109005 0.0110611 0.0366347 0.0445844 0.0370551 0.346562 0.329323 0.459429 -0.209715 0.142398 0.172164 0.116739 0.182704 0.0147019 0.123539
internal_count=361931 115594 102431 11123 10825 1073 13163 5476 4593 883 4140 91308 90044 83796 10751 1632 73045 46536 44808 43507 874 1301 1020 1728 9119 8211 5999 4472 7687 630
shrinkage=0.05


Tree=5441
num_leaves=31
num_cat=0
split_feature=267 395 417 230 842 430 907 187 572 506 968 1244 772 628 1391 211 983 1469 957 123 1326 787 506 145 1359 557 284 85 350 955
split_gain=8.10715 12.1131 12.0403 14.1406 13.7685 13.8837 13.305 15.1161 18.028 14.1459 13.9166 13.7178 14.2224 15.0573 15.3434 14.6576 12.58 12.9545 12.6679 12.9057 13.9621 12.4661 16.1791 18.997 12.3989 13.3569 13.3433 15.92 16.6774 15.7895
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.81373385377878382 1.0000000180025095e-35 2.9606251197735571 -0.33799238420799826 3.0421924527387119 1.1282120477717485 0.81969924584777842 -0.33605752069368178 -1.3845986788245146 -0.3348486256825392 -1.2292260669193127 -0.65798088846855551 1.6524652073085784 -0.73648451921285307 2.6634379990421597 -0.68900997687029764 6.1461395162251238 -0.42820380618892773 2.3147014568070516 0.36800293235905523 -0.33605752069368178 0.57424745536358246 3.3960325551778485 1.5522208435346381 0.013311271804898181 0.27551063328254538 -0.54100357354515338 -0.56067130660624642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 16 -6 7 10 -9 -10 -2 12 15 14 -14 -12 18 -18 19 -5 -21 -4 23 -23 25 26 27 -13 -29 -30
right_child=1 -3 21 4 5 -7 -8 8 9 -11 11 24 13 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=9.740079148537779e-05 -0.026592401632268961 -4.2140189874128034e-06 0.0079505706118151217 -0.021003016134326195 0.069873258442487068 -0.034827197690616984 0.054144104503209112 -0.034242895088049008 0.052364100402439634 -0.023253488348949653 -0.0074953356821685982 -0.017722727530549171 -0.01519353342331768 0.010794619450081843 0.066263416663029248 0.054614671729584188 -0.063266724220934142 0.082954946957053383 0.084136935818573316 -0.0091280120096646471 0.053534597976925384 0.016777943363405445 -0.0305035814242679 -0.052391792824826471 0.081683766376461839 -0.027974761777178642 0.0048755251641507827 -0.028561610866147516 0.0446964394604389 -0.00019850814379380078
leaf_count=316545 747 23400 2478 3628 53 35 80 931 112 202 159 1776 871 2048 35 315 31 68 34 4166 63 363 530 99 23 441 1863 254 177 404
internal_value=0 -0.0360655 -0.090083 -0.123087 -0.227509 0.733758 -0.0564868 -0.0658929 -0.439746 0.300046 -0.0330556 -0.00840629 0.137738 0.0727961 -0.219796 0.681761 -0.245598 0.970501 -0.258908 -0.267395 -0.156953 0.0563341 -0.208567 0.106182 -0.0954309 -0.106038 -0.0621994 -0.198562 0.11043 0.331184
internal_count=361931 45386 21986 18516 8078 88 10438 10358 1245 314 9113 8366 3428 2954 906 474 7990 99 7891 7857 4229 3470 992 462 4938 4915 4474 2611 835 581
shrinkage=0.05


Tree=5442
num_leaves=31
num_cat=0
split_feature=616 432 1211 779 984 422 63 291 972 677 1165 356 1390 1321 1046 1182 280 1111 1118 903 657 1113 1188 909 1452 1268 1252 489 350 448
split_gain=8.02475 13.4868 15.7249 14.3017 16.6369 16.6073 20.7704 18.3421 19.8008 16.2414 21.0835 15.8972 15.3732 14.9835 13.8068 13.2602 16.6586 20.7236 18.009 16.2787 14.7639 16.2369 14.7219 14.229 15.524 14.2171 14.1385 17.7087 14.0559 22.0901
threshold=0.57091520978742472 2.8831139176612148 1.0000000180025095e-35 -0.0038848044619016588 -0.44848810982678528 0.39982311289335687 -0.64169633322170971 0.31368830512171736 -0.64052621561950518 1.0000000180025095e-35 2.6539872939071114 -0.048319498111470176 -0.082911477836058581 -0.66488577459924969 1.0693429965700183 -0.50835703514238351 0.2357993021810974 -0.62274903402408088 -1.3563885363532042 -0.66508776760968391 -0.80522708219444705 -1.1915779916514719 -1.0679412684933263 0.7464730840879944 0.53759020203531149 1.8261795017836366 -0.64541109276212183 -0.47860436141079754 0.13160712454531945 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 12 5 9 -7 -8 11 -5 14 -9 -2 -14 -11 20 19 26 -19 -17 23 22 -22 28 -25 -23 -18 -28 29 -15
right_child=1 2 -4 4 -6 6 7 8 -10 10 -12 -13 13 15 -16 16 17 18 -20 -21 21 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00012927215628674908 -0.0020727796664250001 -0.025897683434188679 0.0072793110167249904 -0.012455374089307232 -0.0073583260317629188 -3.6454114591543631e-05 0.032582409178006894 -0.059046053161030891 -0.032880739472110322 0.0027728316760180487 0.051492472905685031 0.070299646311026406 -0.0031473725977732218 -0.016787557918378642 -0.02339269117098354 -0.0066827935898158197 -0.02293872723457014 0.026292704363399602 -0.020378832004662249 0.011914144907610722 0.035629676114323064 0.022586381008181292 -0.023280127577220137 0.048315586946024863 -0.033880852865779659 -0.021959267126704277 -0.0065363425976742015 0.050801398909574247 -0.025370310512932943 0.028951174104846003
leaf_count=306264 18156 1030 407 2958 12607 1893 681 25 169 2701 92 49 4055 413 400 1146 144 162 1591 2991 60 2167 298 149 49 144 179 197 429 325
internal_value=0 -0.0313508 -0.312483 -0.0253468 -0.0807933 0.00512843 0.163671 0.454263 -0.137266 -0.0772606 0.0357047 0.83089 0.00762427 0.0714718 -0.00630724 0.123751 0.0451783 -0.151484 -0.307818 0.139795 0.233686 0.335236 -0.167437 0.00647145 0.602317 0.408279 0.30435 0.553821 -0.114354 0.103274
internal_count=361931 55667 1437 54230 21575 8968 2817 924 243 6151 3193 74 32655 14499 3101 10444 6410 2273 1753 4137 4034 2669 358 1365 198 2311 520 376 1167 738
shrinkage=0.05


Tree=5443
num_leaves=31
num_cat=0
split_feature=21 1451 1449 616 984 1186 899 24 1175 981 755 484 945 1055 597 769 917 1255 567 496 425 146 414 638 1168 58 358 1392 1464 1184
split_gain=7.89683 9.2655 8.50716 14.61 11.6363 11.4698 13.7645 13.2783 15.1622 9.98969 8.8212 8.47401 14.5392 12.5756 15.3256 15.9529 14.6554 16.7298 16.0328 14.023 16.8622 17.2746 15.7619 13.3453 15.5341 17.6653 16.5425 15.211 14.1533 14.1063
threshold=-3.2545899522946695 0.29201411858153481 0.74561756370782817 -0.29367969024018037 0.72000523362985536 -0.73614743021240414 -1.2425793589772696 0.24384364140772313 0.61186794521226129 0.19271679033157124 0.89810127471441203 0.86097350900685499 1.9181452473571214 -0.47496315695113617 0.4590488840311347 -1.2154791931340851 1.4608288374781169 2.419752784172442 -1.5388218827671516 -0.17291634767084266 1.2809637848027584 1.6845095704346258 -0.15027778054231575 -0.70294159483966157 1.0000000180025095e-35 0.73855698839655315 3.2684108766601478 2.6492389924364632 1.2889961725844452 -0.032554487818798286
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 10 -7 -8 -9 -3 -4 -2 13 16 23 -16 17 18 -13 20 21 -17 -22 27 26 -26 -25 28 -15 -27
right_child=11 2 5 4 -6 6 7 8 -10 -11 -12 12 -14 14 15 19 -18 -19 -20 -21 22 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=-0.027495517979597536 0.00013310391058541418 0.033292174722426675 -0.079553720797757604 -0.12943161444564108 -0.0081118456376508812 -0.043127388130607694 0.050993030281525624 0.026595705801111365 -0.088224290137788375 -0.040921701810420576 0.01966886798433955 -0.013943782140326006 -0.010593349121244003 -0.0099597430322483065 0.013618177901267181 -0.020363663145323639 0.012807867707291545 -0.029328005599407882 0.0018324033269167873 -0.0041664245920333557 -0.0096421330906910924 0.017306720358211791 0.046697026554521862 0.0021202608275247758 -0.010229483718304972 0.021488385195223631 0.10446206150413694 0.031786273481546716 0.010086721690168098 -0.0081777625281524366
leaf_count=74 300609 102 22 20 27 29 288 66 20 37 31 1400 3286 5190 527 3056 1732 311 16373 4410 198 162 121 17593 4332 642 32 140 566 535
internal_value=0 0.24853 0.340708 -0.0950241 -1.26901 0.513697 0.646945 0.773932 -0.0412232 0.292984 -0.55179 -0.0021776 -0.030274 -0.0215307 -0.0503027 -0.141784 0.0284975 0.00831732 0.0179149 -0.169763 -0.295567 -0.355182 0.243002 -0.0200993 0.00911151 -0.12036 0.045556 -0.129661 -0.152302 0.169659
internal_count=361931 716 642 186 47 456 403 374 86 139 53 361215 60606 57320 37504 8474 19816 18084 17773 7947 3537 3218 319 29030 23134 5509 17625 5896 5756 1177
shrinkage=0.05


Tree=5444
num_leaves=31
num_cat=0
split_feature=1431 1439 264 114 332 1002 1327 1381 650 416 1305 6 1460 1253 666 391 1386 1244 1115 566 1121 1122 1086 64 413 972 561 309 774 1124
split_gain=12.7268 16.6863 18.1957 20.9179 17.7525 19.4476 15.6955 17.4222 17.2502 18.3683 17.619 17.4298 15.458 18.0935 15.517 15.2952 19.5666 15.6916 17.0544 18.698 15.339 24.6152 16.8891 19.8187 15.863 15.0843 18.1405 15.2764 14.9421 15.3316
threshold=1.0000000180025095e-35 0.70356782200899082 0.38646845251715672 2.9346334192326506 1.6399250563363121 0.69854289147193727 0.44606135412786779 1.1586294610842109 0.8139985287577306 0.12735272979713047 0.74399356552356499 -0.55018097981764835 0.9504607190545632 -0.84795090958894292 3.1569310267559065 1.0000000180025095e-35 0.34499363462991639 2.1213803303868137 0.42730775097813395 0.23142815997208777 -0.84692889069724109 1.799063998479334 1.9813926267855615 1.0000000180025095e-35 0.70976766132373281 2.7973500105611602 -1.2754975616395765 2.1221719590446941 0.52777433562770149 -0.5442557123331847
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 6 -6 7 8 -4 11 -11 -10 13 -3 -15 16 25 18 19 -18 21 -20 24 -24 -22 27 -27 -2 -21 -30
right_child=1 12 3 -5 5 -7 -8 -9 9 10 -12 -13 -14 14 -16 -17 17 -19 20 28 22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=1.7140379224876681e-06 1.6197904055532978e-05 -0.00023481449513141909 4.8395354456582439e-05 -0.00077237745646885239 0.0003443916943205894 -0.00033485451394586302 -6.2502909309843872e-05 -0.00014891838779799182 2.2658470558366604e-05 -0.00018335783860329877 0.00039948638814851095 0.00052942534414171614 8.0900286688090464e-05 -7.5050711028183754e-05 0.00080650123241744103 -8.1137134002842926e-05 -7.0500353145335382e-05 0.00033116436764968381 -0.00029484988360782522 -0.00020362121958806645 9.8981900894049132e-05 0.0012008425345782275 0.00029855627901462733 0.0016970996044865943 -0.00033187844541697926 0.0016112272517623469 -0.00054566126727612291 0.00028161592662632177 -7.8046979848996243e-05 -0.0007638332366051465
leaf_count=222373 32793 7371 13916 158 1308 214 8154 2188 585 785 446 1281 2942 16315 86 33267 6251 480 1279 2932 3161 51 323 57 594 22 464 1234 248 653
internal_value=0 -0.0280678 -0.015731 0.0337479 0.0385609 0.257469 0.0231414 0.0599049 0.0837302 0.245469 0.0215422 0.396293 -0.0894263 -0.113789 -0.0692628 -0.0357678 -0.010852 -0.0829263 -0.0971973 -0.159239 0.0115501 -0.22181 0.0831334 0.577105 0.0344772 0.0209484 -0.434874 0.0265351 -0.292266 -0.569251
internal_count=361931 139558 112844 29035 28877 1522 27355 19201 17013 3097 1231 1866 26714 23772 16401 83809 50542 16029 15549 10084 5465 1330 4135 380 3755 34513 486 34027 3833 901
shrinkage=0.000980392


Tree=5445
num_leaves=31
num_cat=0
split_feature=733 1048 799 1177 1469 62 330 1372 1466 704 910 989 150 279 639 150 559 4 727 152 702 528 1325 505 771 71 434 21 129 1048
split_gain=15.2433 16.1622 15.0637 17.9074 16.3055 20.6807 20.3615 17.6338 17.1509 19.9104 17.0894 17.5596 17.3413 16.9656 18.8276 16.5703 16.3348 20.7653 15.9388 15.8989 15.8822 17.1145 16.4189 15.7895 15.9307 16.1028 15.6476 15.6201 18.8852 17.5831
threshold=1.0000000180025095e-35 -1.080504775683313 -0.58454210970522613 3.0710141012647232 -1.0470123060412753 -1.2811150420666217 1.2959871728045547 1.7231870616215912 0.12232233282839861 1.3259260666974317 1.595931724233711 -0.86160277807608832 -1.0805907944160262 0.50836202588192658 -0.74014738693428772 -1.2699801607975598 1.3402647578086524 -0.956080200350646 1.0000000180025095e-35 0.19701165176787186 -1.4435097624929671 1.3633726830512116 -0.64678197955762662 -0.70627828867332243 0.90419804963812089 -0.22872084652594418 -1.2620216075817696 1.0000000180025095e-35 1.0000000180025095e-35 -0.4492933293638845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 18 6 20 10 15 -9 19 12 -12 -4 -13 -15 -7 -17 26 -3 -10 21 -6 -22 -19 25 -25 -18 28 -14 -29
right_child=-2 2 4 -5 5 7 -8 8 9 -11 11 13 27 14 -16 16 17 23 -20 -21 22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-5.6615812259927348e-05 -4.6529593296078032e-05 -4.0867221766223636e-06 -0.00013923465405887581 -0.00036851182274112287 3.3161284737428822e-05 0.0002063908881375909 -0.00013397478020092196 -3.8494074508357472e-05 -0.00053417651368851829 0.00025070535028746824 0.0008401379075225053 0.00032581767337028808 0.00013334918589521234 0.00056776498288831328 -0.00032565016193324554 5.0357785942237617e-06 -0.0010908697052976059 -0.000333305182036194 8.147034935579156e-05 -0.00012623379171211672 -0.00018754801202426819 0.00059943633310553465 -5.5135604980046019e-05 8.8326422579219725e-05 -0.0004178279442691175 -0.00014052183713259974 0.00023088278857538188 0.00014482289098007888 -0.00012800323491929201 -5.6582499681244747e-05
leaf_count=35599 71767 19495 2621 600 2016 2329 2880 5538 1356 310 175 1197 11650 121 492 119505 65 2032 24317 904 8615 289 26585 2949 748 4473 1332 2691 1676 7604
internal_value=0 -0.00492882 0.000837882 0.038846 -0.00744679 -0.0165108 0.0383538 -0.0049207 -0.115427 -0.279702 0.0562838 0.250854 0.0413614 0.181751 -0.117615 0.000982548 -0.00209925 -0.0913691 0.0438895 -0.365341 -0.0709305 0.125361 -0.0849848 -0.13102 -0.0854452 -0.0510971 0.184835 0.0586599 0.107878 -0.00487144
internal_count=361931 290164 254565 44412 210153 179046 31107 141541 8108 2570 28227 1985 26242 1810 613 133433 131104 11599 43812 2260 37505 2305 35200 10202 8170 7422 1397 23621 13326 10295
shrinkage=0.000980392


Tree=5446
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 803 666 333 678 791 746 809 660 1187 896 931 221 1002 26 6 650 635 1240 222 21 116 1116 1052 326 416
split_gain=12.7121 12.9591 16.7138 15.4892 14.8791 19.5774 33.1066 33.3636 20.3668 19.9187 28.739 27.1935 26.393 24.1158 21.6065 22.4619 19.902 19.6243 19.0534 18.967 18.9533 18.7599 18.0234 17.7091 17.5669 19.8542 17.4291 17.3098 17.2368 16.9998
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.0308016862606064 1.0000000180025095e-35 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.72421686037558375 1.0000000180025095e-35 -0.43454379769620094 1.0000000180025095e-35 2.0566792771333762 0.69854289147193727 -0.88917330862823507 -0.73968631756532022 1.6923072129381651 -0.9393564795788979 1.0000000180025095e-35 2.014354030516309 -0.13431221002227373 5.8574463148260323 2.9156931588094528 1.2528237979278181 0.65872944223055041 1.5222469165892971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 20 9 8 -8 -7 14 11 12 21 -13 15 -6 19 29 -16 -15 -2 -11 -9 -14 26 -26 -20 -18 -19 -17
right_child=1 2 -4 -5 5 6 7 22 -10 10 -12 13 23 16 18 17 27 28 24 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.5287371458128928e-05 3.5922507037424846e-07 -6.8120746325738127e-05 0.00015273750356546489 6.2342884499424868e-05 -6.4904307103777603e-05 -0.00019325918652421335 0.00030172264922956934 0.00020582483826193153 5.4547053474019746e-05 -0.00041096159791504381 9.9075512070188616e-05 7.918082576613933e-05 -0.00015496681927180977 8.8269612167788715e-05 5.2085448152149126e-05 6.9464513177090352e-05 0.00059648602244236093 -2.5312211541852521e-05 -4.7123863462513772e-05 -0.0001013601999613604 0.00013182175053253891 7.8436085759041855e-05 -0.00052879104097117635 0.00022073238499584904 -0.00010851330445713601 0.0011489984523236237 0.00038852372510734428 -0.00087727231160782126 -0.00035082462220016424 -0.00018337990831933203
leaf_count=29559 52958 7439 4398 9681 23666 2881 3351 237 4547 924 11305 17623 22973 3751 7220 24296 332 3134 53448 11831 6225 6875 374 849 49003 56 491 52 969 1483
internal_value=0 -0.013513 0.0378702 0.00651569 -0.0179222 -0.0265941 0.0636287 0.221203 -0.0287801 -0.0318099 0.0016183 -0.021944 -0.0878485 0.0196667 -0.0469608 -0.00888751 -0.0452695 0.0318864 -0.0679304 -0.0589906 0.0146482 0.0430736 -0.237434 -0.140377 -0.0769494 -0.108832 -0.0430244 0.446975 -0.111273 0.0562941
internal_count=361931 332372 21518 17120 310854 251671 11390 3962 7428 240281 76515 65210 31621 33589 163766 53548 15966 29882 110218 15582 59183 7799 611 23822 102998 49059 53939 384 4103 25779
shrinkage=0.000980392


Tree=5447
num_leaves=31
num_cat=0
split_feature=1022 1016 1106 1222 347 273 332 452 844 885 666 816 872 192 1317 196 710 1398 1470 0 12 705 909 1450 910 249 1436 770 1457 697
split_gain=8.06167 19.4509 16.104 15.3509 15.6336 15.5654 14.7822 18.7979 23.8162 15.3008 16.6965 18.9431 21.1628 19.3323 18.8043 16.3619 17.0901 16.3466 15.6372 16.0032 21.0269 15.6311 15.481 17.9151 15.9631 15.6028 15.3415 19.6629 15.7424 17.9364
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.5857730346295791 1.2281653790456704 0.66538141712932453 0.28627023144123126 0.65944866827063242 0.60725649753328859 2.2821859606852843 4.8263866747680533 1.0000000180025095e-35 1.6237992503990648 0.85297537480346686 -0.43085510457888271 -0.5070067830578836 1.0000000180025095e-35 2.639808918100857 -0.20312202213558686 -0.16404096332556109 0.58455824305439441 1.7974971685151016 1.6353069485554472 -0.44461561567472591 0.95337257963916655 -0.46472401400910596 0.47468429645837834 1.0000000180025095e-35 1.39449400245952 -0.54553793056586153 -0.95817627171575803
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 9 8 -8 10 18 12 13 14 -12 -15 26 -13 19 21 -21 -4 23 24 -14 -26 -17 28 29 -28
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11 11 17 22 15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.016926413615192711 0.00038480686382163121 0.00029889664834176319 -0.0062305740694181969 -0.012902870663160535 -0.012532490755382101 0.016428590985102128 0.0017369228560918497 0.016634189331714452 -0.048676597909538939 0.018981604800662716 0.0017010630516590731 -0.01880576441230181 -0.020851537293743158 -0.0045148348169603992 -0.013063749959513061 3.2697287972140033e-05 0.047072248900665088 0.000905153257732637 -0.0090305877073573633 0.0026407306908507559 0.040422245556213481 0.030775302271229113 0.0093382473063613625 0.020953479316000296 -0.0059707511231605788 0.027991241975271156 0.053731020594896123 -0.035916958021591568 0.023178884424540802 -0.011358929177662134
leaf_count=2907 190674 90468 9338 7124 891 915 5555 1036 162 384 2995 1592 1034 6351 5564 6422 168 1125 14751 3415 300 254 4942 359 961 256 71 135 1295 487
internal_value=0 -0.015298 -0.0498868 -0.0443443 -0.178653 0.0726409 -0.0327718 0.0678347 0.0114307 -0.0489304 -0.0534874 -0.0158684 0.00450413 -0.0415813 -0.159037 0.0137252 0.0914665 -0.214624 -0.110739 -0.0379368 0.122433 -0.104222 0.112723 -0.0522552 -0.149074 0.0338421 0.074102 0.258177 0.320394 -0.0409683
internal_count=361931 171257 80789 77882 8930 1806 68952 6753 5717 62199 61815 33757 31040 23488 8559 14929 8578 2717 28058 13307 3715 9592 7552 2610 2251 1217 8410 1988 1853 558
shrinkage=0.05


Tree=5448
num_leaves=31
num_cat=0
split_feature=181 271 638 277 1051 776 1245 277 1396 834 1457 1175 1133 134 1209 701 974 757 624 207 257 281 570 1315 1117 582 151 1454 1452 1226
split_gain=12.0604 13.2642 19.7703 18.1118 17.6254 22.0766 16.901 16.7394 18.4088 17.4358 17.4398 16.989 16.5037 16.4794 16.0695 17.5507 15.6568 15.7445 14.816 16.6061 14.6387 15.4443 14.6105 14.3436 22.5324 13.8866 15.3461 13.6351 21.177 17.6314
threshold=1.0000000180025095e-35 1.8295593016215455 0.62483008631466586 -0.06700981204132743 0.13406402068058798 0.9319306727797837 -0.5330346847773455 0.40115015212700239 0.61619135315350448 -0.25619384768510822 1.2569076175657832 -0.24353319236582135 0.39402636846919159 0.18779443907580573 -0.32660117190177901 1.5022753811461518 -0.096434204433884466 1.0000000180025095e-35 1.6131907940285344 2.0913338533594108 1.0000000180025095e-35 -0.76864656812210497 -0.88161888620789208 0.68363968929293417 -1.1923819854128022 1.0844420916666788 0.21578100904458034 -0.2363894608792538 1.2756511722692228 1.3976603854473784
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 16 6 -6 20 8 9 -8 -11 12 -10 -14 -7 -16 17 -3 19 25 22 -22 -5 -23 -25 -9 -27 28 29 -1
right_child=-2 2 -4 4 5 14 7 18 11 10 -12 -13 13 -15 15 -17 -18 -19 -20 -21 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-9.7127626513271175e-07 -3.7794347432782208e-05 -7.19739708239573e-05 -0.00020680383757894094 0.00084985451403734214 -0.0002125713607687746 0.0007065388141094959 0.00044828232752303586 -0.0001785767490877702 -0.00049348388926068328 -0.00045283031626972058 0.001006735843011277 0.0012845576404883535 -0.00042020891535754143 0.0027101776253152907 -0.00028296531301357728 0.0018923494819953369 -0.00021819980087525265 0.00031716430486850836 -0.0008585962975433078 0.00086223932570604817 0.00017140290936807522 0.00052083302557001329 -0.0001524428470047957 -0.00044258777800945193 0.0017765039737481021 0.00078527461547472411 -0.00053229274062547682 1.9050303105629309e-05 -0.00020473559381817673 -9.2507555751168081e-05
leaf_count=122657 75166 3790 5225 115 2413 301 374 1780 94 422 43 144 21 20 284 20 4015 752 161 111 577 501 680 38 110 164 70 125135 3676 13072
internal_value=0 -0.00158862 -0.0633639 -0.0222546 0.062189 -0.0992939 0.147984 0.0386054 0.282401 0.0911167 -0.263659 0.808073 0.115452 1.41457 0.326265 -0.100274 -0.106406 -0.000822369 -0.0926431 -0.0370093 0.333973 0.484514 0.0178993 0.723823 1.35743 -0.0940759 0.433438 0.00252458 -0.0139534 -0.00956915
internal_count=361931 286765 22225 17000 8443 3018 5425 3404 1118 839 465 279 135 41 605 304 8557 4542 2286 2125 2021 1226 795 649 148 2014 234 264540 139405 135729
shrinkage=0.000980392


Tree=5449
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 1002 988 1061 1004 572 1454 1053 1470 982 710 921 1465 353 359 410 114 1112 429 484 900 499 1248 1080 718 930 545
split_gain=14.057 12.1733 17.2212 16.7873 15.9455 19.1589 17.1695 25.6556 18.2123 21.3736 16.7681 15.8924 18.1538 16.7115 15.7457 17.4741 16.244 23.2463 16.1533 15.7122 20.2991 15.6738 19.6063 17.8395 15.3993 17.2491 15.1713 15.9994 28.4157 24.4689
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -0.32459312438081372 -1.3820670939764912 -0.87357009987099121 0.59444477453878863 -0.80326163028523578 0.67485211051868899 2.6159382925808998 0.34450605210609392 -1.250993462477682 2.2276597626323835 -0.24051307952136838 0.14486519861544186 0.55938823495656564 0.32346298429964238 1.644349105518915 1.0000000180025095e-35 1.5620189235502193 -0.64405295088620862 1.6134396840371368 -0.36980086556920722 0.81509227193962785 0.90534735469378391 3.9810989087578279 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 -3 5 -5 7 -6 9 -8 -11 -10 -13 -14 15 18 21 19 -7 -18 -21 22 23 -16 25 -15 27 -2 29 -29
right_child=1 2 -4 4 6 14 8 -9 11 10 -12 12 13 24 16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.8909438565772528e-05 -3.4451010464579133e-05 -6.292013871874557e-05 0.000415808651938031 -0.00041028675493005835 -8.2463413552927607e-05 7.6327820706439687e-05 0.00014574951051031209 0.0002755693213308303 -4.2207747608584927e-06 -0.00020756719863564041 0.0012918599152302967 -0.00093811814928444304 -0.00010123247204557323 0.00045440641936022284 0.00027888791545987752 -0.00016367643718750711 0.00053783523901347586 9.3108657989198938e-05 -0.00040851170315528255 0.00023362907554020209 -0.0011941498349112233 9.0770357525550316e-05 -0.00091910373892774874 -0.00018082896756045681 0.0014713834685694054 -0.0013361007031952789 0.00023787214471070081 5.1226967840607707e-06 -3.886874597309318e-05 0.00015996934136898344
leaf_count=29559 186468 17071 426 572 1584 6363 5375 2153 24980 1255 34 145 13267 156 639 2822 1145 3107 582 566 47 13178 206 1681 45 32 953 13248 25567 8705
internal_value=0 -0.0123777 0.00842505 0.00622742 0.0189429 0.0596526 -0.00571784 0.134647 -0.0180844 0.0880329 -0.168711 -0.0369641 -0.100019 -0.0919733 0.0663398 -0.0117165 0.100477 0.206117 0.0508906 0.400681 0.12888 0.063075 -0.111852 -0.0576706 0.475729 0.180257 -0.0226174 -0.024111 0.0139817 0.0759513
internal_count=361931 332372 97431 97005 79934 30908 49026 3737 45289 6664 1289 38625 13645 13500 30336 9767 20569 4865 6945 1758 613 15704 2526 2320 233 188 234941 233988 47520 21953
shrinkage=0.000980392


Tree=5450
num_leaves=31
num_cat=0
split_feature=62 227 1459 174 11 1395 473 1111 976 1184 352 693 1 529 1380 9 973 76 150 296 290 1466 690 1082 635 1243 903 982 1175 641
split_gain=8.08011 17.8843 15.5841 17.3473 18.5039 16.7928 20.2828 18.0097 16.2797 14.5945 14.3461 14.3275 18.4989 14.6445 14.1842 13.9682 15.2139 14.3059 15.6383 13.7955 13.7295 13.6194 12.9985 13.4888 13.0393 12.9633 14.0331 12.9392 15.6567 14.5018
threshold=-0.67845511463764618 1.1614306413963524 0.40413748344094969 -0.32966149102970849 -1.0119115847800033 0.81393675697599932 0.77164584159373273 -1.2015999767929342 3.0677919101992326 2.6240102105112961 2.8051209665993553 -0.24621645644954368 -1.3932632363078306 1.4795591430507427 0.60401776022620612 -0.036311814068943807 -0.64320619761343845 -0.27905200735682573 0.13881091544402346 0.48345925732124528 0.10837503158334635 -0.13415808484173614 1.0000000180025095e-35 1.0000000180025095e-35 -0.42385072377132432 -1.2203683000301486 1.3839395282355953 -0.92682486021060406 0.75948141585626672 -0.41924377789432005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 8 6 11 -8 20 -1 25 13 -13 15 -14 17 -17 18 27 -9 -4 -21 23 24 -7 -3 -27 28 -5 -29
right_child=-2 10 3 5 -6 22 7 19 -10 -11 -12 12 14 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0011261725420276135 0.0002495741646226564 0.0144989998320725 -0.0061020791186286102 0.074684027385282473 0.0014689564468241582 -0.0028736524568203454 0.027803166255273615 -0.014069821262945271 0.063213535090584597 -0.017415961522896092 -0.042619538049042012 0.060728874432146064 0.0091858717907813466 -0.026516772067323946 0.024344798731224301 -0.022264623437811507 0.0049901166790532305 0.0031655222172102594 -0.046882417768728105 -0.013139060075188497 -0.026473713576415776 0.026332971741043133 0.0046899737064261173 -0.0029615778008718241 -0.048344392007743618 -0.0042554177342352933 -0.018631734184594888 0.00030414380063729186 -0.034373149542660041 0.044197643521575458
leaf_count=76841 244526 531 2210 103 7634 143 220 1451 40 1092 198 85 3777 337 924 449 1031 780 39 283 803 284 886 527 276 14569 1490 204 21 177
internal_value=0 -0.0202699 -0.0080745 0.0470267 -0.0301509 0.105423 0.142449 -0.0713505 -0.217634 -0.0264526 -0.103366 0.19349 0.266546 0.062784 0.246272 0.10868 -0.0607729 0.273765 0.542528 -0.151484 -0.245129 0.182827 -0.101565 -0.301682 -0.640424 -0.0948862 -0.109968 0.637646 1.20728 0.420004
internal_count=361931 117405 100617 22684 10687 11997 10165 2238 3053 77933 16788 7927 4786 3141 4701 2804 1480 1324 544 2018 3013 567 1832 946 419 16590 16059 505 124 381
shrinkage=0.05


Tree=5451
num_leaves=31
num_cat=0
split_feature=470 464 526 816 809 1392 810 754 1118 903 841 322 832 587 981 517 1387 1464 1152 1331 1469 1035 696 153 383 89 135 153 500 1111
split_gain=13.6845 22.8371 15.4475 15.8944 19.2637 21.3933 21.0342 20.6528 19.2176 18.6457 18.4998 16.9428 16.7401 18.3472 19.7344 16.694 15.9622 15.8247 17.8994 17.4191 18.8298 18.3102 16.7411 18.0019 17.568 16.457 15.9557 15.9979 15.7393 15.4918
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.3757057381457001 1.0000000180025095e-35 0.66649192610754393 -1.1715358052535065 -0.65819684525605759 2.3218875611781908 -1.8931406244523694 2.6308282315212885 1.1672291848996961 1.4725277493311824 -0.98555331165414028 1.1013112250556818 0.29675726045177209 -0.9740209879269478 -0.9924658798915299 0.24620065564723229 1.0000000180025095e-35 -0.47629228829956421 -0.96833047545424733 0.6227093896998146 0.09020918628834812 2.0192445693526309 1.0000000180025095e-35 -0.56328807845558104 0.96302493387815102 0.15474091746436511 -0.99604620683505929 -0.51345549937541624
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -5 9 -7 -2 11 -10 17 -8 15 16 -14 -15 18 19 20 -6 -22 23 -20 -24 -26 28 -28 -19 -25
right_child=2 -3 -4 4 6 7 12 -9 10 -11 -12 -13 13 14 -16 -17 -18 26 22 -21 21 -23 24 29 25 -27 27 -29 -30 -31
leaf_value=-6.316235341095373e-05 0.00048089713036144596 -3.0053698208150251e-06 -0.00012709753531367564 -0.00014748956405860475 0.0005270153017805394 5.0606981412225748e-05 0.00025216736795083286 -0.00015387873248576435 -6.6277043825241771e-06 -0.0010351588888200768 -0.00011003054379978552 0.00031545143847290448 0.0005338849832411095 0.00085003008578451078 -0.00079592470787437331 8.3474069256613675e-07 -0.00022853120155337707 -0.0003265138447930136 -0.00078331947994259097 -0.0002715105147164339 -0.0002352378883341151 0.00038491284350291764 -0.00042354967231083163 -0.00074563126649009786 -0.00064214592135207265 0.0010493509883268799 -0.00080981979448975212 0.00011477333050329945 0.00020308445248280044 0.0015085557711623184
leaf_count=80814 441 89765 6441 3620 242 76486 1174 3244 73555 111 10717 380 284 61 268 8020 478 293 603 1857 826 258 268 23 38 77 192 135 1237 23
internal_value=0 -0.0259792 0.00399237 0.00712138 0.0249157 0.0389735 -0.0403438 0.045511 -0.0176228 -0.133702 -0.0201273 -0.119891 0.0201966 -0.0110885 -0.324733 0.0182428 -0.0871981 -0.146487 -0.218714 -0.14286 0.0372238 -0.0850105 -0.469951 -0.686234 -0.114584 0.556979 0.0145581 -0.410585 0.103654 0.49289
internal_count=361931 170579 191352 184911 100198 83350 16848 79730 84713 6563 84272 6452 10285 9111 807 8304 539 6072 4215 3183 1326 1084 1032 649 383 115 1857 327 1530 46
shrinkage=0.000980392


Tree=5452
num_leaves=31
num_cat=0
split_feature=785 21 885 803 972 507 1323 635 699 214 1396 708 914 1178 938 897 1110 774 1129 979 769 554 1112 1037 839 557 903 907 1470 917
split_gain=8.10309 9.90949 14.3861 14.86 15.8285 18.3207 21.1113 18.5746 15.594 17.1683 16.3427 16.1854 19.3508 21.1482 16.2177 15.9624 16.2623 15.4236 18.3658 23.8445 18.4473 19.047 17.4962 17.809 18.6297 15.846 15.6812 15.2678 17.665 15.7742
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 1.9682860324222273 0.28702936779318855 -1.0861700333034265 -0.99664486365779348 2.1939519424390106 -0.12251033692415379 2.9827131977388128 1.7125854398801874 -0.76707709714357752 -0.72028403006900887 -1.0304101828311036 -0.57633625342910477 -0.9287769408674923 -1.3505466653944158 2.0337706395076944 0.45296063817154147 0.72513997688261689 0.76150391453124 -0.13646965750256979 -0.90602321005115383 0.10018041646243027 -0.34072060523297426 -0.17669474526175336 0.69298846335753594 -0.89587670966412791 -1.319112866592808 -0.66552145527240636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 10 11 15 12 13 -10 17 16 -6 18 20 -20 22 25 -13 24 -24 -22 -27 28 -7 -30
right_child=1 2 3 -5 8 27 7 -9 9 -11 -12 14 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0016953649562630631 0.00085699954779327808 -0.0018565772452301275 -0.018168213280473914 0.0049921326503630141 -0.035937987737339937 0.026536833184836996 0.0059641145207651606 0.02976603747595338 0.044245649304652641 0.063917876108093949 -0.018418115536016043 -0.029864608071394252 0.012525685093321857 -0.022430290538644232 -0.0032260773184261335 -0.004955101306389877 0.006952652433681138 0.038772575381874064 -0.031447779270652884 0.020214593502990773 0.07425963659892118 0.0081130066221449908 -0.032652620701716338 0.018660741730497549 0.005042412202484344 0.040050107291076997 -0.054210122575943591 -0.00056695120683679801 0.0055148931598452975 -0.0030897980103099104
leaf_count=29559 91008 100262 668 6649 189 362 6973 365 85 54 1209 242 2311 468 13797 16892 2558 150 395 151 124 391 259 726 613 98 33 72459 8754 4127
internal_value=0 -0.00575328 -0.0133742 0.000836209 -0.00479282 0.0113491 0.119747 0.150224 -0.0436596 0.0033882 -0.0884297 -0.000342054 0.161434 -0.250178 -0.0281384 -0.0730401 0.0972906 0.116982 0.078939 -0.303137 0.16152 0.488022 0.0434747 0.121149 -0.104196 0.948063 0.388146 0.00186777 0.0723928 0.0574862
internal_count=361931 332372 241364 141102 134453 93708 8006 7338 40745 19897 20848 19843 2864 553 16979 19639 2747 3182 3032 546 2486 646 1840 1598 872 255 131 85702 13243 12881
shrinkage=0.05


Tree=5453
num_leaves=31
num_cat=0
split_feature=1440 740 338 1346 556 1385 896 771 710 1260 1035 848 632 690 678 829 172 8 627 243 842 767 1393 1184 830 769 822 704 563 1188
split_gain=8.09102 10.8897 14.5173 12.4622 13.2836 12.927 15.1853 14.5711 14.1933 13.1442 16.0303 14.6159 15.8208 13.8173 12.4083 12.3579 15.3564 14.624 13.0793 14.3442 16.7298 12.341 12.3146 12.2804 13.7721 12.1095 13.109 16.9999 13.7659 12.7003
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.67742393113063393 -1.1394564309513149 0.055726462458387228 0.56490926814543829 0.88481600148882278 -0.47699172921131378 -0.31831126157357664 0.013002605357639913 0.55655532513077766 0.039734084120556727 1.799224031216166 0.63616214338505073 2.9016603484412591 1.3163896823436845 -1.0000000180025095e-35 -1.1682601467869407 -0.86351507735345445 -0.32894031014216935 -0.83162309413616342 0.19984341261286245 1.478734587519561 -0.028185137986018526 0.6304507434081873 1.850406574283699 1.7113908226681727 1.1559962061601285 -0.86124776843827189 -0.60265428895934525
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 9 7 -7 -8 10 -5 12 13 -11 25 17 -17 21 19 20 -19 -2 -13 -12 -25 -3 28 -28 -27 -30
right_child=1 14 -4 4 -6 6 8 -9 -10 11 23 22 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=9.8120050595830032e-05 0.015501425634092398 -0.00082978954729129902 -0.0020486145867461584 -0.027848060965246946 -0.020993011050563008 -0.027299178600935177 -0.0039402071405407286 0.021089444273466103 0.085294458247303959 0.02191476605035983 -0.017676112104667043 -0.030341160364643412 0.13308524110540526 -0.042219010096251827 0.048375367244837639 -0.019060905616086973 0.11233051685704612 -0.031767611645663753 -0.029119665214547237 -0.059119331805511634 0.13142602470321793 0.11967248006768434 0.081478154737381403 0.05275243241302581 -0.049107043133614581 0.03386174644139147 0.042346736268691093 -0.044983100611673932 0.018126715570385907 -0.017025418699401593
leaf_count=313467 149 23829 15029 1457 3727 313 80 284 79 494 253 449 22 119 51 84 51 61 426 57 37 34 23 144 35 161 314 48 235 419
internal_value=0 -0.0343335 -0.0817313 -0.20679 -0.249184 -0.126786 0.224378 -0.0110715 1.01379 -0.226195 -0.385412 0.0598509 0.340052 0.237415 -0.00106132 0.213121 1.26555 0.0302089 -0.267747 0.74466 1.50927 0.927638 -0.445594 0.118584 0.671059 -0.00421895 0.237721 0.64933 0.0758984 -0.0861472
internal_count=361931 48464 23407 8378 7479 3752 756 597 159 2996 1889 1107 635 613 25057 899 135 764 581 155 98 183 472 432 179 25006 1177 362 815 654
shrinkage=0.05


Tree=5454
num_leaves=31
num_cat=0
split_feature=785 519 728 660 1042 852 507 1439 21 836 1189 1372 928 626 213 126 872 1442 7 283 1063 764 1387 420 416 906 12 257 1392 588
split_gain=17.7005 16.5678 21.7409 22.1735 21.7263 21.3476 20.2091 19.8318 22.7939 19.7847 19.4553 18.82 18.3081 20.6204 20.5586 17.8015 20.6698 17.7458 19.2897 17.9492 17.7369 17.7222 19.2213 17.7036 17.4066 17.3766 20.2097 18.4932 17.4574 16.9117
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 0.93388858682319986 1.0000000180025095e-35 0.65809631222906606 0.70356782200899082 -1.6471741456694959 -0.52166531716617748 3.3247017215659862 1.0000000180025095e-35 -0.97827964681891932 -0.62702814541398755 2.0990700388099586 0.70880289725806289 3.0757328524286596 -1.2625182715263061 1.1397188813230243 -1.1857451672171662 0.3367470452297312 0.719259040057732 -0.13998526195160074 2.9510738965424945 1.8189509286970231 -0.027201581659998756 2.7607213209561476 2.5914943815007585 -0.35161280349032475 0.71188872395471614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 12 -2 8 9 -5 -6 -11 14 -14 -4 16 25 18 19 -7 -16 24 -23 -24 -17 28 27 -27 -10 -3
right_child=1 29 3 7 10 17 -8 -9 15 11 -12 -13 13 -15 20 21 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=4.1014680522603632e-05 -3.2500572751126716e-06 9.7789755194738384e-06 8.4823070729857244e-05 -0.0001636871089535008 -0.00010307816305376684 -0.0007120054138320945 0.00010189367918668252 -9.6452351358524744e-05 -7.4966637518516764e-05 0.00055042406364396433 0.0010658807504194579 -1.2995503165788454e-05 -0.00019082839328927876 -8.3719683172370098e-06 0.0010428312143736383 5.4244885926954719e-05 0.00025526601104615382 0.00011541021950116325 -0.00054453104198884503 5.3348446799735466e-05 -0.00035710802001049312 -0.00018454871247485031 3.9443827723309139e-05 0.0020722516454459556 -0.00022822797442345231 -0.00010919988034821484 0.00031874342615108368 0.00015922562710422511 3.8263317205912247e-06 0.00015668548422881462
leaf_count=29559 48652 17120 4133 948 11630 214 10531 41034 30748 929 76 595 4475 26018 158 22683 984 14015 557 2347 63 4258 2930 20 1139 45399 724 1204 34390 4398
internal_value=0 -0.0165183 -0.021498 -0.0319491 0.00561995 0.0243688 0.0178769 -0.0460857 -0.0335847 0.219819 -0.0958986 0.366011 -0.0105201 -0.0322189 0.125157 -0.0372587 -0.0525598 0.0878723 -0.0861546 -0.00397085 0.745723 0.0109494 -0.0900302 0.0562413 0.0411339 -0.0561655 -0.0946283 -0.101386 -0.0312194 0.0414773
internal_count=361931 332372 310854 251671 63686 51980 59183 187985 146951 2472 11706 1524 34847 30493 4354 144479 113449 17133 3118 2561 221 31030 7208 2950 23822 112465 47327 46603 65138 21518
shrinkage=0.000980392


Tree=5455
num_leaves=31
num_cat=0
split_feature=557 71 288 355 1116 280 1121 219 289 146 21 147 1327 146 1306 1179 771 480 765 1044 1070 844 1318 1455 708 293 1327 913 1055 1382
split_gain=8.08551 12.0692 19.4229 16.8067 14.7755 15.8762 14.3163 17.1024 18.6499 14.7441 15.8014 14.3902 14.6703 14.6735 14.3115 13.8435 13.6506 13.6286 13.5179 13.2698 13.1369 17.6286 16.6208 14.1151 14.5462 16.1361 13.0526 17.2397 18.0951 15.8867
threshold=-0.89608261094484942 1.15529603539241 1.0977970934537717 -0.36956348933446831 1.3263489042875467 1.3416340045145601 -0.34536623076017853 -0.096361575902033217 1.1478190724089996 -0.58533293275652576 0.43301101584543472 -0.91432778632514922 0.71928636353525877 -0.36956843625546582 -0.28068080567056852 0.22489775262047926 -0.63574917505607631 0.6191891193318656 1.6701512686802198 0.72328740763010335 -0.58664421151494628 0.11686499155673345 -0.85473298262848441 2.0663805890193063 -0.58024996799558159 -0.53888710119689687 0.83179077917359623 1.7414449356195245 -0.32676494014585594 -2.0145278633128236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 6 20 19 7 18 14 10 -8 15 13 -13 -9 -11 -14 -12 -3 -6 -5 22 -22 24 25 -24 -1 28 -28 -30
right_child=-2 2 -4 4 5 -7 9 8 -10 11 17 12 16 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0013901602469512536 0.00011893758488328093 0.014664388095474594 -0.018991324587388468 -0.014774447042752848 0.01971841823269152 -0.05826636432348295 -0.028859566412134025 0.0317508780786315 -0.052410820738419642 0.013853902080726857 0.054179800491307099 0.043376203489063951 -0.012576694536592246 -0.015237978874626088 0.080390075780299816 0.067934300802707764 0.066978431443172962 -0.046106220040225153 -0.061743045939975864 0.084089933996085331 -0.030414300115008775 0.018386788047627108 0.043410316323276778 0.060593509490765862 -0.016003657095828679 -0.0048979607159746821 0.00054140569797846659 -0.030507303781516965 0.085342286126672634 -0.013557145274934191
leaf_count=42674 304116 936 624 1331 221 39 433 255 37 187 62 76 65 510 108 98 68 27 56 57 369 691 169 44 619 299 3614 583 23 3540
internal_value=0 -0.0308857 0.0661042 0.105207 -0.0129968 0.477804 0.244048 0.41835 0.817683 0.0696382 -0.312036 0.233747 0.036149 -0.144989 0.953315 0.676151 0.747896 0.529921 0.236522 0.652794 -0.0674213 0.0482581 -0.118766 0.0377389 -0.0353909 0.294793 -0.0456112 -0.145516 -0.112086 -0.254269
internal_count=361931 57815 7381 6757 3839 317 2918 1392 400 1526 522 1004 719 586 363 285 133 89 992 278 3522 2191 1500 1131 1087 468 50434 7760 7177 3563
shrinkage=0.05


Tree=5456
num_leaves=31
num_cat=0
split_feature=728 813 1445 852 624 152 565 1177 1049 278 633 659 691 1323 20 1260 565 1175 1046 432 1185 1142 754 979 799 1037 651 980 491 597
split_gain=13.3588 15.2449 14.03 15.1626 15.4083 17.2849 16.6413 20.1133 16.4818 15.7536 14.7108 14.7768 20.0456 17.3242 14.8803 16.2724 15.984 15.3776 19.8971 16.0187 14.8873 26.7289 14.7135 19.9806 14.9871 14.9206 14.6318 19.907 19.466 17.6724
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 0.14888729770446407 2.3822369993612553 1.4123788430816693 0.67272422835683587 -1.1466874127233166 -1.2024347672230498 -0.77899086806337892 0.62821384419828064 2.6125069612329379 -1.2254033952469492 -0.90322812754321602 0.080913121351246273 0.14810217531994355 -1.4357958398750954 -1.1354486598490696 -1.1305476710462024 1.154781074570604 0.60724695463342104 -0.28790259491387865 1.0020721639475052 -0.58454210970522613 1.4613246046531392 0.58396494997324677 1.5708587584060429 -0.068142193064906292 3.1596628491584919
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 9 7 -6 -8 -5 -1 14 13 -13 15 -12 -17 18 -16 -19 26 22 23 -22 -25 -24 -21 29 -29 -28
right_child=1 -3 -4 4 6 -7 8 -9 -10 -11 11 12 -14 -15 17 16 -18 19 -20 20 21 -23 25 24 -26 -27 27 28 -30 -31
leaf_value=-4.3342118069586042e-05 -7.060780968515666e-05 -8.5318040044409119e-06 -5.1189989275142694e-05 -0.00028685488385405924 0.00011747901806182929 0.00040259987078623713 -0.00065961994171716753 -0.00010263947145889207 0.00037700762889401223 6.6264657406008409e-06 0.0001335408656960905 -0.00045676335783288616 -0.00054831680788353608 -2.3816539760825337e-05 0.0001723601938278337 -0.00023130196355523281 0.00010983450670889707 -0.00043948654613657417 -0.00027947435871018367 4.4559829390574968e-05 -9.435802746593726e-05 0.0001208119688065652 5.9458196157543983e-05 3.2874020329407324e-05 -0.00049386367072279955 -0.00049457524302216427 -6.6696253245566603e-06 1.6092598386666407e-05 -0.00039688232129662238 0.00044377782535462629
leaf_count=39855 47070 62020 32930 1230 10160 435 89 2441 1244 12675 9280 669 462 28416 843 1557 1341 484 2280 64898 7534 3534 3542 359 1210 254 22622 959 1184 354
internal_value=0 -0.0328024 0.000571042 0.00625315 0.0535991 0.00102114 0.103864 0.079059 0.328941 -0.0137868 -0.00133006 0.00809478 -0.0385651 -0.0316033 0.0187071 0.0930133 -0.0622531 0.0104703 -0.165253 0.0144687 0.0160863 -0.045611 -0.0935131 -0.142394 -0.380878 0.0234069 0.0274016 -0.0175845 -0.21968 0.00150583
internal_count=361931 109090 252841 219911 28274 14340 13934 12601 1333 13905 191637 151782 29547 29085 122235 12178 2898 110057 3123 106934 106450 16433 12899 9103 1569 3796 90017 25119 2143 22976
shrinkage=0.000980392


Tree=5457
num_leaves=31
num_cat=0
split_feature=522 691 3 741 1390 649 1388 1245 74 624 1113 693 217 150 552 419 149 1106 147 80 643 1395 486 1044 288 1386 838 1369 911 1382
split_gain=8.12267 12.7096 15.2852 16.5402 14.9069 16.1394 19.9495 18.1726 16.9491 15.8926 16.1728 17.2758 14.9932 14.7597 19.7614 20.0347 17.3974 20.4849 18.2443 17.6962 16.2343 15.8267 16.9615 17.9784 15.6431 15.2009 14.8713 19.1747 16.38 14.6992
threshold=-0.71745339412579689 0.11682074345248079 0.3666938398500339 2.8718069931529517 -0.91292509119450316 0.85789485202400184 1.3219495754446193 -1.0908306326857151 0.94736182298630955 2.1587156259924041 -1.8367419832971581 -1.6706789763805412 1.8108262592189825 -0.72507040489279662 0.44291832840628637 0.74218271451517448 1.0446372895977674 -1.1709090515803253 -0.15017448069244349 2.1559051231352093 -0.70057572354603204 0.55818489959073836 0.80250711503568561 0.23083353973521661 -0.8595849708904526 -0.0769872876861252 1.1829264101431141 1.0000000180025095e-35 0.47869654671021555 -0.40390870275180163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 13 5 7 12 8 9 10 -2 -12 -7 14 15 -4 17 18 20 21 -15 22 -18 -24 -19 -23 -16 28 -28 -26
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 11 -13 -14 16 26 -17 19 24 -20 -21 -22 25 23 -25 29 -27 27 -29 -30 -31
leaf_value=0.00083664678318899708 0.076674694798977566 -0.001695465518490159 -0.0069186186629104848 -0.029203933583758026 -0.0012909918294162779 0.0133313572446268 -0.030751164835974322 -0.00055653822882096855 -0.014823990817743113 -0.032724092883552811 -0.021059458124554412 0.016537096075823699 0.059194269622179177 0.028700011781156189 0.0025733150001351797 0.0089573452971445817 -0.0045403004495637948 0.012967729560966024 -0.018276111375889751 0.032870923839348608 -0.0041877065047368229 -0.0053564114486248206 0.021176152854041595 -0.011119617809488357 -0.00021299859387566576 -0.027419490648245854 -0.028654912372419766 0.046870717189475011 0.033849601853268595 0.0050629335056924067
leaf_count=91973 58 91858 8695 359 100332 1626 152 14069 432 118 257 2456 99 270 3144 1344 3200 2821 1407 162 1188 1162 702 316 9621 636 142 240 100 22992
internal_value=0 -0.00902301 0.00214312 0.0322601 -0.0139324 0.0469886 0.254222 0.0238152 0.19585 0.263307 0.301886 0.2714 0.32212 0.0347026 -0.0362929 -0.0942068 0.0536993 0.0715066 -0.140335 -0.0594604 0.0480152 -0.0804887 -0.00277927 0.239698 0.0844694 -0.259073 0.111412 0.492679 0.00497484 0.071745
internal_count=361931 269958 178100 58501 119599 19267 1877 17390 3321 2889 2771 2713 1725 58142 13665 10039 44477 38299 2865 6178 1458 6016 4218 1018 35434 1798 3626 482 242 32613
shrinkage=0.05


Tree=5458
num_leaves=31
num_cat=0
split_feature=1469 21 1452 958 963 1453 486 1248 1452 1460 1449 972 1116 278 1167 593 104 428 1466 415 698 1380 773 11 706 430 215 493 848 1451
split_gain=8.02147 17.2044 22.5725 22.109 21.1075 19.6094 16.8032 16.7073 16.5657 16.7654 17.0001 16.1813 19.8701 19.1874 14.9884 21.7683 15.0549 17.0797 16.3356 14.9422 14.7341 14.4417 14.3063 14.602 14.1409 14.7775 14.8172 14.0414 14.3683 13.8464
threshold=-1.0588145806293296 1.0000000180025095e-35 0.82711375264874976 1.313041538630376 1.0000000180025095e-35 3.7574571891249255 -0.66325337933621353 0.86618792637322006 1.0637505357001875 1.0558419270737807 3.4919823951712163 -0.3089744326124147 -0.83251037477137524 0.78300183928656863 0.47054165770392581 -0.58017643881618097 1.0652261241447827 2.5310413608489593 -0.12199161807307153 2.3692098645788753 -0.032905923945619642 -1.3298818675369126 -0.40251524588782922 -1.7950306435932679 0.42808867887028462 0.58783872342364096 -0.012107680505195702 -0.89000817222981254 0.34247168471896122 -0.20519155318992363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 20 19 -6 11 -4 10 -10 12 -5 -13 15 -8 17 18 -17 22 24 -18 23 -3 25 -1 -27 -11 -29 -24
right_child=-2 3 8 7 6 -7 14 -9 9 27 -12 13 -14 -15 -16 16 21 -19 -20 -21 -22 -23 29 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0073317788797689137 -0.00034833453501044399 -0.048591603507826514 0.018652754711469387 -0.019145629347736018 -0.0027280164465780274 -0.023670683516717195 -0.0036815477051844996 -0.011784754359617972 0.010652825262408763 0.015324136557228444 -0.013680527041044896 0.011939087461338161 0.035680130629524402 -0.036844577103544045 -0.00083017372504891145 0.014147269793772167 -0.039200474476938842 0.042974306129963634 0.0011886251961033493 -0.024289398480369328 0.0017469723250963553 0.030235468747695945 -0.0084834375189391173 0.002955498578756083 -0.017223284014105281 -0.003782996690038125 0.028596669062159904 -0.0059493899706767328 -0.040878204536243398 -0.00024928132096427937
leaf_count=3252 310540 109 1491 127 4016 509 1300 366 4212 262 372 646 535 131 2803 2590 45 149 2081 468 4411 631 4790 7202 1850 508 306 707 202 5320
internal_value=0 0.0239647 0.0580789 -0.0265758 0.0228 -0.050025 0.078709 0.207896 0.16548 0.111302 0.172011 0.310919 0.561193 0.0929958 0.125497 0.17838 0.237805 0.19433 0.169275 -0.0373552 -0.0613887 0.532212 -0.0279672 0.0490634 -0.14686 -0.0713916 0.214826 -0.12511 -0.261419 -0.0813884
internal_count=361931 51391 31188 20203 23942 18398 13615 1805 7246 5755 4584 1439 662 777 9599 6796 5496 4820 4671 17889 10327 676 17421 7311 5916 4066 814 1171 909 10110
shrinkage=0.05


Tree=5459
num_leaves=31
num_cat=0
split_feature=50 194 836 659 764 428 80 1254 1104 693 1208 678 492 561 767 365 1118 499 952 3 1245 787 1382 832 1391 691 914 1357 59 572
split_gain=7.93825 14.832 11.9854 19.3449 19.3366 15.1508 16.4924 15.8561 16.0566 20.1434 18.3596 15.6034 16.026 15.2344 14.838 18.6717 16.2552 15.0878 15.4977 15.0521 17.2741 19.2552 15.049 14.9591 14.4857 14.3819 18.4942 14.3614 14.7237 16.1415
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0674639720252068 -0.65794869715300641 0.033505643447035875 -0.22862026590447848 2.1559051231352093 2.586795789858209 -0.21470202462355578 2.2916190675654522 2.1630709796265442 1.0000000180025095e-35 -1.1192830915769163 2.0289205033529769 -0.74125949716990414 1.9144199375585662 2.1587322811984717 1.9812316162674934 2.1959287347188257 0.3787971370362529 -1.2593732932047907 0.36800293235905523 -0.39632931846680858 -0.84738690921184978 0.04029872879927094 -0.0049200476587610105 -0.2279892320439206 1.3962008022525787 1.0000000180025095e-35 -0.13894085715306939
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 27 24 5 6 11 8 -7 10 -10 12 -5 -13 -6 16 17 18 19 20 21 -16 -20 -19 -4 -12 -27 -2 29 -29
right_child=2 -3 3 4 14 7 -8 -9 9 -11 25 13 -14 -15 15 -17 -18 23 22 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0024619685727050658 0.0010862464692146375 9.4401133517957615e-05 0.01049341232292713 0.017019237384240323 0.0071893562423155245 -0.0095116405408586773 0.031718961095074084 0.024697810008583506 0.0025401165006674361 -0.038873581634375758 -0.044876432993347197 0.0096460494463581001 -0.0055933995428177861 -0.03033534759377441 -0.0057953072949684156 -0.033835361318219265 -0.031618433724870929 0.06158021427469184 0.06155011480594224 -0.002156496553351078 -0.014104879083023393 0.049959263123738155 0.0022103033352793787 0.0040464470295273353 -0.0018840636498918474 -0.037578482857129315 0.076024717948025095 0.0066993666851273559 -0.0063159558853016695 -0.0057082419389369015
leaf_count=74213 149327 90336 2769 482 925 4135 239 230 5002 173 198 2933 3422 154 299 419 315 62 66 3106 4223 118 175 213 2182 45 30 3559 9509 3072
internal_value=0 -0.0156373 0.00734687 -0.0325592 -0.0561411 -0.00939961 0.070094 -0.0668527 -0.0815356 -0.00281474 0.0210782 0.0490933 -0.0539314 0.161968 -0.134106 -0.160953 -0.140991 -0.122045 -0.140273 -0.157803 -0.241372 0.22547 0.405034 0.370309 0.098458 -0.563971 0.280707 0.0154092 -0.0579628 0.0297299
internal_count=361931 164549 197382 31915 26964 17043 7230 9813 9583 5448 5275 6991 3904 3087 9921 8996 8577 8262 7987 7746 4640 417 241 275 4951 273 75 165467 16140 6631
shrinkage=0.05


Tree=5460
num_leaves=31
num_cat=0
split_feature=785 727 519 728 650 941 869 906 57 56 645 973 566 518 416 553 1469 560 294 739 1046 3 21 13 426 1173 760 1119 763 533
split_gain=12.6453 13.0735 11.5153 16.2982 18.3836 18.3253 17.183 17.0523 24.5214 17.8206 16.7464 16.7245 16.5779 16.3856 16.6303 16.0824 19.1054 18.2966 15.7937 15.7546 15.7493 15.3531 16.6966 19.7067 15.0912 18.6959 16.3305 16.1694 15.8368 16.9485
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 1.6923072129381651 4.1807005710369394 1.0000000180025095e-35 0.10039724912444258 1.4243427035504792 4.3527420364106586 1.0999280683389623 -0.3520936843062038 2.1059719136688364 1.0794040238867422 0.90571909922259353 -0.032233800100399751 2.9775633284852119 1.4889352106746172 0.16985015458546293 2.5106116815996127 1.7490811357031759 0.98396199634720383 -0.32341995197817647 -0.79113384886368709 0.58081636627963817 2.9600909626492409 0.19892617513050248 0.80991962752553293 -0.63201518049390792 1.6588124724289799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 7 15 9 -9 11 18 -8 14 -6 19 17 -17 -2 24 -16 22 23 -10 26 -26 27 28 29 -5
right_child=2 -3 -4 5 13 -7 12 8 21 -11 -12 -13 -14 -15 20 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.3716714177734629e-05 2.7182916697470755e-05 4.1110233476444325e-05 -2.0561151024600143e-06 2.4365698570444087e-05 -1.4903562558089431e-05 0.00028651201334665077 -0.00010238685734802113 -0.00010040979715335829 -0.00041220112744987873 0.0010838072765858265 5.7284626315494038e-05 -9.3809115139111186e-05 6.4781928283757549e-05 0.00035820191068961903 0.0003890511268779403 -6.5598263671246137e-05 0.00075376304490888484 -0.00032556390380344659 -0.00012042398406633933 -0.00033871325662418038 -0.00080803341684377607 -0.00026417831282397165 2.9535485998299816e-05 0.00045558438301462455 -5.7225334134373783e-05 -0.0010945538464418702 -7.0381059701977292e-05 -5.2170973305639674e-05 0.00010017628826254712 -0.00025009202856384811
leaf_count=12551 15424 17008 21518 8870 4478 738 82080 57071 181 44 7761 24809 3066 857 821 35944 133 1555 4964 893 69 628 3769 940 18282 100 10352 7906 17951 1168
internal_value=0 -0.001047 -0.0505797 -0.0546978 -0.020717 -0.06372 -0.0649455 -0.0518087 -0.084425 -0.100833 -0.0347291 -0.0527661 -0.09619 0.0969132 0.0454996 -0.0340692 -0.0745836 -0.0780822 -0.00609652 -0.0132747 0.320469 0.059519 0.103448 0.346417 -0.00951539 -0.0631803 0.0130291 0.034949 0.0612253 -0.0106884
internal_count=361931 29559 332372 310854 59183 251671 250933 165787 62633 57115 52958 45197 85146 6225 5368 103154 37632 37499 20388 65522 890 5518 4890 1121 64629 18382 46247 35895 27989 10038
shrinkage=0.000980392


Tree=5461
num_leaves=31
num_cat=0
split_feature=655 740 634 967 1046 754 759 677 1271 1115 280 558 931 1117 0 707 1304 1464 1176 215 1395 74 20 707 1180 296 565 1384 348 848
split_gain=8.03791 15.8606 16.8673 15.1993 16.0565 14.4195 13.4855 13.2229 14.1167 12.2042 11.9321 14.2444 12.8905 15.3246 18.5286 14.3921 16.6396 16.7275 14.1167 12.8239 13.442 15.6737 16.1306 12.8779 12.806 12.5692 11.9504 12.807 11.6781 13.4762
threshold=-0.95426889869109321 0.66719174563581007 1.344041526214774 0.80704994766828431 1.1782753906618704 1.0169924831321562 -0.99448453376845813 1.0000000180025095e-35 1.7210575739847862 -1.6644552865700866 2.2758736668307611 0.47164090606394754 1.0000000180025095e-35 0.74717068411484566 2.9787450784619574 -0.76317070404055631 1.1724378263949953 -1.0000000180025095e-35 -0.37447828931081883 -0.61544327193816595 1.1265223604468739 0.20289035724711743 0.024861942811196854 2.4493927755388634 -0.54229869149266563 -0.1576473364985044 -0.48628576117259498 -1.1899816047095519 0.69918547911964068 1.1834094641589736
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 10 -6 8 -7 -5 12 -12 13 14 15 16 18 -18 -1 23 -21 24 25 -17 -22 -23 -20 -28 29 -29
right_child=-2 2 -4 9 6 7 -8 -9 -10 -11 11 -13 -14 -15 -16 19 17 -19 26 20 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.01856273348116836 -2.2397697284629541e-05 0.010020902482424867 0.080118505791156383 0.056574372068489989 0.033034704704016857 -0.037152604062658974 -0.037713044000295654 -0.0078174536804299487 0.017663344547904355 -0.020701087300887541 0.031695676105173258 -0.023678195833470281 0.00013526671854534195 -0.027577040275447742 0.072286765791090848 -0.033940364308391945 0.0041267697738322741 0.12694043484101208 -0.0079352676457786677 -0.012086927258082624 0.033800124564913464 0.048369040836718863 0.0082032654315046215 0.059639327374984508 -0.047310065429916899 0.16599012732310034 -0.071414604789208427 0.0061765487575607195 0.076956435826130418 0.086610007241454609
leaf_count=521 345029 2254 33 33 52 1131 200 1528 166 539 402 148 5112 792 52 979 49 29 397 1902 43 27 55 47 97 20 26 183 54 31
internal_value=0 -0.0608703 0.0879452 0.0675199 0.141071 -0.107507 -0.458076 -0.305986 -0.598187 -0.316559 -0.065754 0.361281 -0.0851908 -0.191851 -0.123265 -0.1459 0.107124 1.28759 0.0170123 -0.256499 -0.150476 0.390213 1.02497 -0.594488 -0.237458 1.9829 0.267186 0.584664 0.71031 0.414684
internal_count=361931 16902 3111 3078 2506 13791 252 2825 1297 572 10966 550 10416 5304 4512 4460 1290 78 1212 3170 2144 242 102 1026 140 47 691 294 268 214
shrinkage=0.05


Tree=5462
num_leaves=31
num_cat=0
split_feature=785 727 519 728 869 921 783 791 861 1229 813 648 704 650 1443 566 580 645 973 553 294 518 416 977 1392 346 1469 93 1190 565
split_gain=13.2928 12.235 11.905 17.7939 18.568 19.722 33.4757 21.086 25.9671 28.4232 18.9949 18.8815 19.1788 18.4205 16.9102 16.6982 16.5787 16.3775 17.4946 16.2695 16.0648 16.0146 16.6946 15.7768 17.6469 19.8328 16.7751 16.4421 15.8363 15.7756
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 2.1641256470006294 1.8166789435549495 -1.1956137993399691 1.6923072129381651 1.593744732512876 2.1059719136688364 1.0000000180025095e-35 1.0999280683389623 -0.3520936843062038 -0.70113916377037711 0.16985015458546293 1.0794040238867422 0.90571909922259353 1.2032543173095851 -0.24538796115663319 -0.55380115165271648 -0.43329402746245627 -1.0897619622416543 1.8682704264604602 0.49454097751799653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 7 29 10 -9 11 -5 12 -10 17 -8 -6 -14 18 20 -11 -2 22 -15 24 26 -26 27 -18 -25 -7
right_child=2 -3 -4 4 15 6 14 8 9 19 -12 -13 16 21 -16 -17 23 -19 -20 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-1.2072994302158981e-05 6.9250402537021771e-05 7.938928880958044e-05 3.7654052267808119e-05 -4.7669765225010663e-05 -6.4401495387615731e-05 -4.288042520129212e-05 0.00025419530537085613 -8.3618540435636101e-05 -0.00025712838759851234 0.00065489782106470699 0.0001080442847175329 0.00022524762215134065 -2.9754862217740239e-05 2.5917551524180844e-05 -9.1267609866436641e-05 0.00010415626557484148 -0.00042928582819292299 9.6948264166335e-05 -5.461479124328052e-05 0.00019392608844056417 -8.045101669147869e-05 0.00039668926278792573 0.00035701241310591534 -8.8566316055937747e-05 1.3006991071312808e-05 0.00028635419462029444 -8.9754800324660041e-05 0.00022973024954869644 -0.0012099501322489785 9.8399772611821123e-05
leaf_count=12551 15424 17008 21518 94773 82198 12968 4219 11003 2150 430 3837 2316 13658 4478 840 3066 261 7761 24809 1435 4964 857 890 1309 1897 4014 3472 2050 91 5684
internal_value=0 0.0397657 -0.0108783 -0.0151116 -0.0246025 -0.0109368 0.0496064 -0.0220615 0.0221412 0.0543096 -0.0413458 0.0349651 0.0169254 0.0205682 0.205652 -0.0573385 0.0308934 0.00646021 -0.0115037 0.308413 0.0364181 0.13883 0.0876259 0.0886918 0.116317 0.200473 0.019147 0.170452 -0.14832 0.00240916
internal_count=361931 29559 332372 310854 251671 166407 23711 142696 44086 33083 98610 31218 28902 59183 5059 85264 26752 52958 45197 1865 20388 6225 5368 13094 11694 5911 5783 2311 1400 18652
shrinkage=0.000980392


Tree=5463
num_leaves=31
num_cat=0
split_feature=1371 268 1045 1397 771 1255 210 494 627 501 18 499 914 1386 563 87 1036 1466 1178 844 79 988 1113 728 420 286 215 359 280 79
split_gain=7.9358 8.97474 10.4663 9.72151 14.6621 11.3404 11.8685 13.2224 14.2923 11.3372 11.3149 10.6226 10.4105 9.99489 9.59995 9.42328 8.83533 13.6355 15.6848 12.7826 15.9939 14.055 13.8758 13.1133 16.689 13.1849 13.8545 13.4002 12.9543 12.8563
threshold=3.4357416210103824 2.6607582775787653 2.6849989011442923 -0.61205937504646968 0.84704536913400641 2.3262262933951487 0.80108684514818995 -0.03899795959027394 -0.067879391609945702 2.531313083364553 -1.0111944661789558 -1.6031690411826738 0.70289547694897392 -1.0616094397568887 -0.12605552777814585 -0.10538721802281979 -1.2042618075071092 1.4808384683488722 -0.53324280597420237 0.26051036297312385 1.0644607904597536 1.9686911973953318 -0.78175683972559595 1.0000000180025095e-35 0.31037495864217063 1.3564666661195008 -0.91711106765465122 0.55317917003840111 -0.74801226058453463 0.57160989015074104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 4 9 6 10 12 -9 -2 13 14 -8 -5 -12 -11 17 19 -19 21 29 22 -1 24 -24 26 28 -27 -26 -21
right_child=1 -3 -4 5 -6 -7 7 8 -10 15 11 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.0014171696110454603 0.0047877476062639958 -0.050090076970738417 0.052920318912551383 0.096647388237264084 -0.032870593685174865 0.053259315918804701 -0.042192702169332158 0.050629079703592345 -0.014684059395278531 0.0047647108288989895 0.080762015792711972 -0.024033027139364657 0.032671020063308846 -0.013894609865214772 -0.055742333060252162 0.11061472305530287 1.3181686943523054e-05 -0.0055204397085923205 0.024964127614399839 0.0017787857652034524 -0.023748614915800693 -0.033632548352252732 -0.0001989440750980563 -0.025545893900469754 0.042677809543662328 0.045298988869359555 -0.03494895974542548 -0.050159645172555029 -0.024589598451496279 0.029299271367884783
leaf_count=1734 1330 151 65 30 196 46 171 117 125 32 45 2170 49 59 36 22 348353 443 389 1810 381 357 1571 1069 60 72 612 34 124 278
internal_value=0 -0.130525 -0.109117 -0.128206 0.0471872 -0.248158 -0.279625 0.114646 0.505142 0.15807 -0.391954 -0.439107 -0.455201 0.758567 0.83683 1.28007 -0.00160324 -0.0779816 0.189497 -0.112463 0.0355801 -0.178395 -0.14701 -0.23989 -0.153019 -0.418511 -0.527888 0.376416 0.0795866 0.113213
internal_count=361931 4644 4493 4428 1580 2848 2802 462 242 1384 2340 2251 220 89 81 54 357287 8934 832 8102 2469 5633 5276 3542 2473 902 796 106 184 2088
shrinkage=0.05


Tree=5464
num_leaves=31
num_cat=0
split_feature=1076 1004 1061 1442 1126 350 82 773 1173 146 761 1120 960 947 942 1457 1183 74 561 213 414 358 703 1116 896 12 917 1387 894 906
split_gain=7.91137 29.8865 29.9545 16.2276 15.8843 15.1833 14.2384 13.9144 13.7615 13.4991 13.3368 13.261 13.3737 16.5128 15.4212 13.9555 13.7699 13.4344 20.7034 18.9154 15.0897 17.5397 15.5308 14.374 14.2891 18.5405 15.1005 14.1349 14.0581 13.9792
threshold=-0.58297395077464731 0.59444477453878863 -0.87357009987099121 -1.2625182715263061 0.63395090002288301 0.28374525863721217 1.0360801369651305 1.6203492282217347 -0.19898493168071774 -0.084759300874066676 -0.93469474113525786 3.5987842076833885 -0.64257916016084482 1.641280574724302 1.3389284674382023 1.8601767835506282 2.5344867627444407 -0.44552027420314649 -1.2512003699852197 0.028742414486434647 0.28030754135134195 -1.4659427888021079 1.5307016160317211 -1.2464021077197882 1.0000000180025095e-35 0.65491403596434361 -0.7661770904321944 -1.2954803175479028 0.28715740385899557 -0.70224055742284952
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 6 9 10 -7 -5 -6 12 15 14 17 16 -1 18 19 23 21 -20 24 -14 25 26 -22 29 -23 -19
right_child=-2 2 -4 4 7 8 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 27 20 -21 22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028242971866429384 -0.00040114814867455833 -0.009874786696156667 0.00073274338257432888 -0.0011552225080977703 0.051236918521870622 0.038051816049209632 0.032697875575616715 0.038275535204594154 0.017171226985223206 0.016704367252503557 -0.0050726989069372359 0.035737791874540972 -0.053176799283934442 -0.0090829310947431238 0.010245205367767372 0.0098461456352456345 0.021144169616743702 0.012416492041347879 0.016207007697466004 -0.013795550789066399 0.038674408571284256 -0.019548395279830197 0.033601991506608066 0.044496871217747661 -0.0093390167496718128 0.047647221990718906 -0.0061129990954246699 0.0041864272030688269 -0.0046772807260645364 -0.033934945987655667
leaf_count=29011 294432 522 6779 1084 57 580 301 97 975 1014 991 152 31 1584 2699 1144 354 142 482 170 119 2040 188 267 1156 137 574 12549 1973 327
internal_value=0 0.0203463 0.119953 0.237665 0.270345 0.335359 0.22277 0.0401533 0.498302 0.155302 -0.0419117 -0.00420189 -0.00608286 0.0345153 0.0517396 -0.0397643 -0.0507943 0.0272277 -0.0612858 0.420714 -0.0984656 -0.185155 0.0638266 0.748916 -0.00455245 0.229033 0.0549422 0.0700922 -0.234416 -0.364414
internal_count=361931 67499 12400 5621 5099 3954 2399 1145 1555 2098 1048 55099 54947 24438 22854 30509 29365 20155 7137 468 6669 4495 2174 298 1986 830 693 13018 4013 469
shrinkage=0.05


Tree=5465
num_leaves=31
num_cat=0
split_feature=1430 651 1129 1407 1344 5 224 976 692 332 909 982 1392 77 1132 747 216 578 767 875 982 740 1259 357 633 629 1298 1022 712 794
split_gain=7.98358 14.8866 15.3635 21.0504 20.3931 16.2491 15.7573 19.6773 16.9014 15.5075 18.7546 16.8135 17.1968 16.3214 15.4958 14.7399 15.6139 15.4741 14.799 14.7081 14.6227 17.7301 22.8623 16.1384 19.7211 15.9412 14.468 15.064 16.1771 14.2546
threshold=0.54622893720785959 1.1107569744011787 1.0000000180025095e-35 1.9153824501137493 1.0000000180025095e-35 -0.022916698101690884 -0.59663216250403583 1.0941127115599627 1.0263793869134352 0.65944866827063242 0.58435267773140198 -0.81522583320062625 0.13967709230299882 -0.011881642377592996 0.34094634333328616 0.98810451262880827 -0.98230591069319373 -0.87905496296652397 -1.0315061889720656 2.4182337862533374 -0.35820124639786033 0.66719174563581007 -0.071955514752837194 -0.59409982948566675 -0.72958455108852116 -0.3804920672365627 1.0000000180025095e-35 0.67527595557081987 -1.5590971551374573 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 15 3 4 5 -3 7 9 -8 -4 11 13 -13 14 -11 29 18 -18 -17 20 21 23 -23 -19 -25 -24 27 -1 -29 -2
right_child=1 2 6 -5 -6 -7 8 -9 -10 10 -12 12 -14 -15 -16 16 17 19 -20 -21 -22 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0017476866319873147 0.0023546872680135669 0.020286416889372955 -0.028131504812257409 -0.033402244210222497 -0.0027666148956933807 -0.00095693465943713987 0.00075031529300129997 0.013577099847922517 -0.019704509008622553 0.12108568994742555 -0.036958597979210243 -0.023656490003962159 0.017471672865863475 0.0057418485662455894 0.0062417442565446566 0.038256769889306597 0.025590919167536225 0.029863240523519387 -0.010177312844988899 -0.042739673486793139 0.0096267003115994912 -0.030098602982542036 0.052519135954993301 -0.049394202068667639 0.0043326126925473619 -0.0081936474195960073 0.00025930704593861214 -0.02626922572068302 0.013179578914232756 -0.0010268471151639103
leaf_count=123193 35566 1177 1063 226 3002 746 3346 273 628 27 207 364 177 115 25 75 456 271 972 67 4667 422 62 99 953 147 152207 167 1317 29914
internal_value=0 0.0164315 -0.0597777 0.0311352 0.0608903 0.241684 -0.135879 -0.285889 -0.0489795 -0.365505 -0.162736 0.00738763 -0.184486 0.600806 1.53166 0.0281889 0.111446 0.146061 -0.13202 0.119979 0.129945 -0.0259333 -0.314245 0.117283 8.39217e-05 0.243325 -0.0091573 -0.0311734 0.1893 0.0158888
internal_count=361931 85047 11376 5151 4925 1923 6225 2251 3974 1978 915 708 541 167 52 73671 8191 7144 1047 6688 6621 1954 631 1323 1052 209 276884 124677 1484 65480
shrinkage=0.05


Tree=5466
num_leaves=31
num_cat=0
split_feature=869 797 774 854 990 1193 710 911 287 131 208 482 1262 495 553 808 1383 698 155 570 125 225 699 1410 131 1433 496 1113 1180 813
split_gain=7.96906 17.5379 14.7818 22.19 20.2718 17.2205 15.5338 16.0393 15.3425 15.9039 23.4484 14.7661 15.4129 16.819 14.9056 15.59 14.4531 15.9027 14.406 14.2812 15.0315 18.7205 14.5739 17.5829 17.2808 14.7136 16.5674 14.8644 18.0396 15.0077
threshold=-0.57653763495970078 0.63961785378869596 1.1292256896929815 -0.87473648844905705 1.09266583130301 1.9600208565237791 -0.21892777727621429 0.84230724644971555 0.65418744968848297 -0.37314326152536875 -0.51153387666443406 -1.1250370744741123 -0.81697099919219041 0.23558692154994651 -0.38224242062538794 2.5111712838291762 -0.27660461814989629 0.73898649666883343 0.025925204425898806 0.16816811841372206 0.58518330826110332 3.89451073057695 1.8443917697542782 2.0779146609102779 0.53634859910762867 1.2994777873310051 2.2654916457181011 -0.40845440430796642 -1.2149529957043514 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 19 8 5 6 7 -5 9 10 -4 12 13 -3 -13 -16 -6 -18 -11 20 22 -22 25 24 -24 27 -27 28 29 -1
right_child=1 11 3 4 16 -7 -8 -9 -10 18 -12 14 -14 -15 15 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0043709640242467363 -2.6833394297497004e-06 -0.0093500636304931582 -0.0065910180993882855 -0.0053287885292062093 -0.0042840124841619616 0.028925368225205125 0.0052124519269799042 -0.02750841413831337 0.022408721704068071 -0.0023880549833855975 0.04263430440793281 0.00084353044505754398 -0.0056769341817938862 -0.043541000809225905 -0.0036114449854212482 -0.034442497029861179 0.034277653078265399 -0.0095367295995227794 0.013434377882408872 -0.0030302108624988486 0.0045574946691139574 0.059878002759632815 -0.0033418848054167505 0.037348287156170543 -0.03154234470064967 0.0095670465903577515 -0.04220073626204867 -0.0026832069097394752 0.0037579578677045603 -0.0290983797967675
leaf_count=392 248007 593 197 2659 318 235 1526 495 966 1647 335 16820 5397 370 21385 401 435 126 1085 15256 9610 63 826 85 555 3113 98 16832 11624 480
internal_value=0 -0.00793597 0.0201499 0.0984245 0.00324513 -0.0578131 -0.0871904 -0.179339 0.213448 0.142228 0.500607 -0.0526653 -0.165047 -0.461135 -0.0350347 -0.0796128 0.302591 0.500696 0.0792022 0.00525345 0.0256142 0.0994239 0.000580828 -0.242698 -0.317773 0.0104421 0.162618 -0.00611907 0.053259 -0.298569
internal_count=361931 292973 68958 10024 5794 4915 4680 3154 4230 3264 532 44966 6360 963 38606 21786 879 561 2732 58934 43678 9673 34005 1466 1381 32539 3211 29328 12496 872
shrinkage=0.05


Tree=5467
num_leaves=31
num_cat=0
split_feature=728 1020 659 633 1354 216 1119 1247 843 1453 1425 146 705 496 1251 1191 779 1255 771 559 200 1391 78 565 595 21 639 17 278 671
split_gain=17.1944 15.7553 15.3692 15.8442 16.1751 15.8459 17.1588 17.27 16.8826 15.7089 15.4899 18.0935 16.6396 14.9132 17.1737 19.6252 18.7674 15.566 14.6947 15.8 16.5603 15.1285 14.5907 14.5715 19.4578 15.6096 15.0427 19.039 14.5666 14.2879
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.62821384419828064 -0.77899086806337892 1.0000000180025095e-35 1.8733454218587753 -1.2071816451256059 -0.37980951556377091 0.50598632625397466 0.43370469085150809 -0.49854827941355384 3.0783482178314734 1.0999472070578602 -0.85100033846592626 2.7326371125208633 -0.36549026609386587 -0.60615166036411694 1.306342179680861 -1.1659990441775834 -1.1145625592289574 -0.97734522064874174 1.6524652073085784 -0.8423212889499373 -0.57626986563962157 2.3732793974093203 1.5676574675808517 -0.34226855713873389 1.1442539816248949 -0.86961591410872063 1.6550864193358736
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 10 13 7 -7 -8 29 11 -5 23 14 16 -16 17 -6 -14 21 -21 -20 -13 24 25 26 27 -12 -19 -1
right_child=1 -3 -4 4 5 6 8 -9 -10 -11 12 22 18 -15 15 -17 -18 28 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.8754213531682651e-05 -7.6454137962389624e-05 -1.3531791504441656e-05 -4.1501181308150007e-05 -6.3760339710321543e-06 -0.0005211133790936391 -0.00031035344740583685 -0.000214671827757213 0.00092163154776523032 -0.00082207282069539204 4.3586409366121621e-05 -1.6517341400188879e-05 -0.00027220507460944891 -0.0003772941131514193 2.4568986012593535e-06 0.0020699775835866466 -0.0011911617385703295 -6.6516760051161763e-05 -0.0011421810210440495 0.00043111452016664025 -0.00011038481249491315 0.00013082310145267855 -0.0006902430383902492 0.0014361514154685596 4.7623561868589376e-05 -0.00073383498239183893 0.00026003550440241137 -0.00011918215251897787 0.00032022747486318807 0.00081925036638886455 0.00010000246220233853
leaf_count=38267 47529 61561 41024 48754 1273 162 1312 154 409 11927 5980 35 342 23636 32 26 3435 38 998 1693 10631 60 55 51025 321 826 6766 1007 85 2568
internal_value=0 -0.0384185 -0.000600756 0.00726651 0.0177222 -0.033639 -0.260644 0.316469 -0.363142 -0.0312061 0.0278906 -0.00438858 0.0464522 -0.0200009 -0.157236 1.21447 -0.17564 -0.435006 0.115773 0.126038 0.103695 0.37841 0.901977 0.0318285 -0.0323607 -0.0226736 -0.0422654 0.030946 0.383231 -0.0558719
internal_count=361931 109090 252841 211817 159055 30562 2037 316 1721 52762 128493 48844 79649 28525 4889 58 4831 1396 13724 13382 12324 1058 90 65925 14900 14579 13753 6987 123 40835
shrinkage=0.000980392


Tree=5468
num_leaves=31
num_cat=0
split_feature=733 1230 416 227 429 562 360 1382 139 1252 1144 44 1176 1106 153 563 632 1 287 629 911 160 1321 1459 138 1462 1464 537 913 839
split_gain=8.00559 12.1852 16.3464 12.9458 17.4779 15.2535 15.3059 14.707 16.9792 19.1647 18.8392 16.2199 16.4187 16.0371 14.9855 14.7569 14.3207 13.63 13.6107 13.5396 14.6519 13.9721 13.4078 15.3573 14.8228 13.8796 16.0912 20.8196 14.7947 23.087
threshold=1.0000000180025095e-35 2.3457019632811744 0.7477338460223758 0.63897002513798118 -0.27800147397563207 1.2297009787797351 0.86161674715433711 0.73678863213965184 -0.86411690066574243 -0.6720214030209849 0.50587755682130497 0.81112936548985692 0.40907303677881257 0.78922811603770893 -0.6966523317397153 -0.22984737351839896 0.74300533351543419 0.57662394039195441 -1.7772642214605601 -1.7286540842102556 -0.21992625840725058 -1.372330532718407 0.84463716877132378 -0.22883417501387637 3.2689543860675614 0.51820475264331234 -0.27515551436605507 1.2978429288651507 -0.4420489926752047 -0.70923529470750302
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 22 7 18 -7 15 -9 -10 11 12 13 14 -11 19 -17 -8 -6 20 -5 -21 23 24 25 28 -27 -28 -2 -30
right_child=1 2 -4 4 5 6 17 8 9 10 -12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.00013176283887248653 0.0018937514973930267 -0.0072766965055265156 -0.046966719677970364 -0.01152017533432427 -0.047257218015046724 -0.00044453104290825786 0.016339833295273495 -0.031033532826855687 -0.009613474702722169 -0.025300267209317714 0.084758449865966423 -0.025496327010601529 -0.0088924216018739007 0.083444683592735686 0.043600435377720348 0.0086776175009066151 -0.016962538587139687 0.10169058764146527 -0.010256827150250022 0.066536077106611788 0.084811190346948326 -0.016628625841056503 0.0040591497006202916 0.0012106127237876739 0.036419144767989041 -0.022129554970662293 -0.008413684010077381 0.037238184075446802 -0.017331897765339038 -0.0025871391965670357
leaf_count=290164 7916 884 202 125 263 1048 106 173 312 98 93 110 169 109 240 2276 578 47 7234 47 56 2370 10829 21181 165 1493 1697 142 2868 8936
internal_value=0 -0.028408 -0.291745 -0.0237184 -0.0981335 -0.179337 0.124935 0.016136 0.275733 0.386733 0.604721 0.448103 0.623627 0.87492 0.549462 -0.0562665 0.0762179 0.922988 -0.224866 -0.238318 0.655826 -0.297077 -0.00577312 -0.0255139 -0.0740304 -0.0797637 -0.235766 -0.0750293 -0.051953 -0.112613
internal_count=361931 71767 1086 70681 15454 8698 1201 6756 1304 1131 819 726 616 447 338 5452 2854 153 7497 2598 181 2417 55227 44398 23217 23052 3332 1839 19720 11804
shrinkage=0.05


Tree=5469
num_leaves=31
num_cat=0
split_feature=728 659 69 685 81 423 426 10 629 1256 1257 496 1404 1464 691 1252 346 59 89 848 797 854 714 1449 693 1452 421 627 1185 648
split_gain=8.03019 11.6162 12.0635 13.3175 12.354 14.1385 12.6957 13.7735 12.9264 15.6983 12.5824 12.3183 12.0048 17.1996 11.9485 14.2268 16.1378 13.2474 12.2889 11.943 11.8165 23.356 17.1196 18.1733 15.4237 17.732 21.851 17.618 15.8509 15.7265
threshold=1.0000000180025095e-35 0.62821384419828064 -1.7812732623077399 2.3228665155769002 -0.91333451057443116 -1.4435655662325984 2.6217642627576114 3.3192117763611617 0.18124210650247594 -0.27824049759670716 1.7355982105193852 -0.2268038171380016 0.21830946047971758 0.98643841804850318 2.6125069612329379 1.6209003309510592 -0.29191939091113567 1.7621890616334766 -1.2465039237542823 -0.72972398406705452 0.63961785378869596 -0.87473648844905705 1.0000000180025095e-35 1.6354124814891826 -0.6391716343615429 0.90005214643023135 0.036236881146777984 -0.29189332254743849 -0.71602247989319323 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 -3 5 19 7 14 9 12 -11 -5 13 -8 18 17 -17 -16 -6 -4 24 -22 -23 -24 25 26 27 28 -1 -26
right_child=-2 2 4 11 6 -7 8 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19 -20 -21 21 22 23 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0026143377989713943 -0.0010752829496998404 0.011372284046535598 -0.013058395816306207 0.13522209865730458 -0.025644197709093083 -0.010361881975321258 -0.021585444104992451 0.0134127475628153 -0.040661691086245157 -0.035476727448996596 0.043142893728276649 0.0028932683503273943 0.041472294451112522 0.074194515521782287 -0.031176739273296273 0.093628208396535476 -0.040281999140777132 0.050787566224555804 -0.00075023432739243989 0.043278481345525928 0.0078118639162419456 0.002301822383999359 -0.0051479725969780414 0.0084246516912355445 0.00071663130967063735 0.0047029403322810638 -0.0055843766747314949 -0.0031528902100616749 0.0064880568647333854 0.0034323335794922099
leaf_count=4678 109090 460 98 22 328 4184 187 801 234 273 28 20 107 29 506 23 23 36 33526 139 2760 7046 20986 1308 93757 6448 17710 11258 7671 38195
internal_value=0 0.00448912 -0.0319554 0.363635 -0.0360987 -0.169121 -0.0233481 -0.0167981 -0.314971 -0.137286 -0.535152 1.64545 0.229321 -0.127808 -0.0242312 -0.384031 0.785736 -0.517721 -0.0189893 0.413098 0.0113518 -0.0299832 -0.0513271 -0.0846793 0.0186659 -0.0200848 -0.0398871 0.00563596 0.0683241 0.0306514
internal_count=361931 252841 41024 502 40522 4421 36101 35243 858 624 301 42 323 216 34442 588 46 542 33854 237 211817 32100 29340 22294 179717 47765 41317 23607 12349 131952
shrinkage=0.05


Tree=5470
num_leaves=31
num_cat=0
split_feature=785 519 728 921 784 990 791 746 809 289 1437 651 1324 917 578 1459 507 774 1113 854 797 84 493 581 13 773 1311 389 636 1186
split_gain=18.9367 14.947 17.2764 21.9443 44.4682 21.1959 19.9913 32.0346 27.0403 22.1205 21.6759 21.4779 18.4837 18.4941 18.3378 18.2899 18.066 18.0471 18.0282 17.6422 72.9552 19.1896 17.5214 18.056 17.4864 18.4134 18.8432 17.254 17.0231 18.4518
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 0.9594655836162902 1.09266583130301 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 0.70036819076278212 -1.2149334638529161 1.1070026357714988 -0.06045160922923843 0.65809631222906606 1.479677659778263 -0.2704948086101468 -0.87473648844905705 0.63961785378869596 -0.010139945829889745 2.0435551016551368 0.82499989687732411 -0.17189113104522832 0.30711866236834834 0.052484712102878438 2.0012238438612475 -0.3944956110652062 1.0617369674132473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 6 17 18 19 8 9 -8 12 15 13 -10 -15 24 -2 -5 -6 20 21 -4 -17 -24 25 -11 -27 -20 29 -9
right_child=1 -3 3 4 5 -7 7 28 10 11 -12 -13 -14 14 -16 22 -18 -19 27 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=3.9607605893271592e-05 -9.3772397772081918e-06 3.4544392036705962e-05 -0.00024858156637484844 -5.2458707850929013e-05 0.00021341140103656482 0.00036209463588886438 -0.00029846244395107853 -9.3928184285912687e-05 0.00043883552518200205 -0.00012943658833235508 0.00023989812670606057 0.00029616389554642446 -0.00011518090644228964 -3.4582184925905115e-06 0.00027681713610887932 -1.7900547268998878e-05 8.9870481933511766e-05 0.00013700529454025194 -7.8556957761202512e-05 -6.6269007495904801e-05 0.00026009535185795635 -8.1872044310033126e-06 0.00086631125981677501 -0.00080041563525416694 -0.00023852219458201415 -6.6526704962835049e-05 0.0005591601005970042 0.0003653325549224435 0.00016270110910411158 0.00033275501440425357
leaf_count=29559 48652 21518 3436 23415 3107 1788 5765 3143 592 4710 1630 765 6412 19385 1488 8084 10531 2757 2930 138027 3633 3793 257 85 7692 726 566 457 6463 565
internal_value=0 -0.0198719 -0.0245934 -0.033911 0.0203015 0.158177 -0.0435951 -0.00796816 -0.0345733 -0.103291 0.0102012 -0.0715721 -0.0071699 0.0266502 0.0150639 -0.0907644 0.0104478 -0.0306103 0.0994212 -0.0594175 0.0284399 -0.118866 0.00719395 0.61002 -0.156309 -0.0385184 0.23311 -0.0146422 0.102432 -0.0240996
internal_count=361931 332372 310854 251671 34454 8282 217217 68328 58157 28650 29507 22885 27877 21465 20873 22120 59183 26172 6494 148889 10862 7229 8426 342 13694 6002 1292 3387 10171 3708
shrinkage=0.000980392


Tree=5471
num_leaves=31
num_cat=0
split_feature=785 727 728 647 590 796 1224 772 381 1466 983 672 784 750 852 1307 211 980 657 569 703 833 89 5 554 62 1117 14 843 697
split_gain=12.7241 11.586 11.191 15.8032 36.2527 15.6418 16.3636 15.8791 16.3687 15.5779 16.9766 16.8221 15.2102 14.9649 14.9641 19.5118 18.5021 17.1296 15.6678 17.7033 19.1634 17.1146 15.7011 15.5495 15.395 15.1846 14.7831 14.4889 14.7289 14.4874
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.38087715954262297 1.9980862990756834 -0.28708682036526079 -0.32502189658861175 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 0.9594655836162902 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 -0.62944366619299574 0.93965787111466315 2.2603408215975165 0.069179088922970394 1.2527926291041005 1.5919315457291203 -0.7057993590700341 -1.0821368227570305 -1.3074307702299757 0.22553477650581719 -1.2591097148690287 0.79293532814295575 -0.042712978976594283 -0.69458738457784952
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 5 6 13 8 -7 -9 11 -11 -2 -4 18 16 29 -17 21 20 25 22 -14 -18 -24 -20 -6 28 -23 -16
right_child=2 -3 3 -5 26 7 -8 9 -10 10 -12 -13 14 -15 15 17 23 -19 19 -21 -22 27 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.2672820759032241e-05 -1.2835566677151902e-05 7.6369582149143805e-05 -0.0002219340616472083 -4.4844836811086136e-05 -0.00065109475063608005 0.00095795707810046767 0.00080539827766110052 -0.00030989972648167298 0.00010213343628249187 0.00079831653607057224 -0.00059527055997294384 -0.00079119059163750764 9.9347115730300081e-05 0.00034243649353396966 0.00021747246860994332 -7.3772864651053472e-05 -0.0003012830469032911 -0.0010193738625350461 -0.00059248643053190378 9.0792754706750891e-05 -0.0013634241622043958 -9.6304683760577121e-05 -0.00030635965588648572 0.00027197404516887333 -7.2251633397613479e-06 -3.9517863896153298e-05 0.00040869624831244445 0.00049713770237048603 0.00025983801726089462 -0.00014898594674671168
leaf_count=12551 190291 17008 2813 93730 93 235 157 540 276 229 100 58 7155 413 809 879 281 143 449 639 91 1025 1234 3872 22062 480 1291 525 1268 1234
internal_value=0 0.0377486 -0.0118237 -0.0362262 0.0812593 -0.0371121 -0.134989 0.175543 0.517994 -0.0202172 0.32912 0.591469 -0.00378415 -0.168231 0.0342999 0.124451 0.165051 -0.193582 0.014603 -0.193268 -0.373009 0.0255011 0.00973877 0.246411 -0.0188345 -0.28399 0.370421 0.190726 0.110702 -0.00465563
internal_count=361931 29559 332372 99935 6205 4821 3383 1438 511 927 387 287 232437 3226 42146 7218 6196 1022 34928 1659 1020 33269 30451 4153 23296 929 1384 2818 2293 2043
shrinkage=0.000980392


Tree=5472
num_leaves=31
num_cat=0
split_feature=785 728 519 728 941 650 869 906 57 56 566 645 973 518 416 553 1469 560 739 1046 294 3 21 13 426 1173 760 1119 763 533
split_gain=12.7945 11.9615 10.8748 15.7048 17.9499 17.585 17.5465 16.9996 25.0506 17.7988 16.5103 16.3185 16.8218 16.0337 16.5588 15.8349 19.0845 18.2059 15.7635 15.7553 15.7347 15.4702 16.9604 19.638 15.1903 18.8382 16.3537 16.2027 15.7137 16.6965
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 -0.49008176997875957 4.1807005710369394 1.6923072129381651 1.0000000180025095e-35 0.10039724912444258 1.4243427035504792 4.3527420364106586 2.1059719136688364 1.0999280683389623 -0.3520936843062038 1.0794040238867422 0.90571909922259353 -0.032233800100399751 2.9775633284852119 1.4889352106746172 2.5106116815996127 1.7490811357031759 0.16985015458546293 0.98396199634720383 -0.32341995197817647 -0.79113384886368709 0.58081636627963817 2.9600909626492409 0.19892617513050248 0.80991962752553293 -0.63201518049390792 1.6588124724289799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 11 7 15 9 -9 -8 12 20 14 -7 18 17 -17 24 -16 -2 22 23 -10 26 -26 27 28 29 -5
right_child=2 -3 -4 4 -6 13 10 8 21 -11 -12 -13 -14 -15 19 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.6562502161148413e-05 6.662084415898094e-05 5.3248870711330309e-05 3.5749169185507888e-05 6.4076620526888826e-05 0.00032091050379077623 2.1781778002027277e-05 -6.3784094953980088e-05 -6.1468726699277808e-05 -0.00037014027547034887 0.0011227080302357701 0.00010387154696587753 9.5383215908248519e-05 -5.5163194402506537e-05 0.00039253157234654798 0.00042619474441798431 -2.6043935471019297e-05 0.00079605080634170843 -0.00028733784867518696 -0.00030198036911459634 -0.00078217265015231179 -8.1544603875821964e-05 -0.00022559368009236294 7.0324103923530818e-05 0.00050010216136986798 -1.8145071837755528e-05 -0.0010663939246140272 -3.1353778040009409e-05 -1.2871559241419767e-05 0.00014006665665665158 -0.00020956772320363231
leaf_count=3396 15424 26163 21518 8870 738 4478 82080 57071 181 44 3066 7761 24809 857 821 35944 133 1555 893 69 4964 628 3769 940 18282 100 10352 7906 17951 1168
internal_value=0 0.0390433 -0.0106651 -0.0147121 -0.0236348 0.0188088 -0.0248682 -0.0115422 -0.0443555 -0.0610921 -0.0567315 0.00501933 -0.0129147 0.134337 0.0831355 0.00623793 -0.034234 -0.0377603 0.0269418 0.358516 0.034082 0.101813 0.146116 0.391774 0.030706 -0.0233433 0.0534383 0.075437 0.101872 0.0299558
internal_count=361931 29559 332372 310854 251671 59183 250933 165787 62633 57115 85146 52958 45197 6225 5368 103154 37632 37499 65522 890 20388 5518 4890 1121 64629 18382 46247 35895 27989 10038
shrinkage=0.000980392


Tree=5473
num_leaves=31
num_cat=0
split_feature=785 728 519 728 921 783 1443 762 791 746 809 289 651 1437 990 1324 917 578 1459 13 773 1311 852 650 493 581 15 1112 956 757
split_gain=12.4427 11.3431 11.1038 15.8417 18.3082 42.0988 21.5515 24.3459 18.8553 30.3145 24.8193 21.2063 20.8724 20.5557 18.6264 18.5254 18.4766 18.7258 17.9346 17.7594 18.571 18.66 17.7145 17.7075 17.4537 18.0137 17.2646 16.6748 16.5588 19.3
threshold=-0.86283290253235112 -0.90320472132347296 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 0.65656536832909496 0.70036819076278212 -1.2149334638529161 1.1070026357714988 -0.06045160922923843 -0.17189113104522832 0.30711866236834834 0.052484712102878438 1.0000000180025095e-35 1.6923072129381651 2.0435551016551368 0.82499989687732411 0.27152336588760845 0.25490253223520631 1.0000000180025095e-35 2.7932316895974547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 23 8 6 7 14 -5 10 11 -10 18 15 -6 16 -12 -18 19 20 -13 27 -16 -2 -20 -26 -14 -22 29 -7
right_child=2 -3 -4 4 5 28 -8 -9 9 -11 13 12 26 -15 22 -17 17 -19 24 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.9353381627393487e-05 3.1471671238751404e-06 4.9945493034278115e-05 3.4391932430530231e-05 -4.8890437488249621e-05 -3.162264568391961e-05 0.00020584613851548549 -0.00012707882891582027 0.00024589887910931305 -0.00028467740704521811 0.00010578377282802978 0.00044787181542174762 -0.00011791025483341631 0.00058130205741956803 0.00024109727065324226 -1.0263462787954657e-07 -0.00010834259193413711 3.7084118903629651e-06 0.00028792958219977822 -7.8309558403628054e-06 -0.0002285596634208616 0.00020188574613755385 0.00057308405549535914 0.00027520484763566736 0.00013031332103597971 0.00087806408351578935 -0.00079586026276498459 -0.00010602269169542986 -0.00070134602635765731 0.00044203537749162874 -0.00050959659577520973
leaf_count=3254 52958 26305 21518 148889 17978 1486 6902 2025 5765 10171 592 4710 461 1630 2565 6412 19385 1488 8084 7692 524 566 1919 6225 257 85 304 202 1373 206
internal_value=0 0.0364939 -0.0125247 -0.0166108 -0.0255658 0.0240797 -0.0031725 0.0268836 -0.0344474 0.000268178 -0.0257309 -0.0919257 -0.0608123 0.0172403 0.00315409 0.000250821 0.0342119 0.0226129 -0.0798561 -0.145091 -0.0257816 0.248006 0.130134 0.0170389 0.0175155 0.621705 0.308331 -0.0530354 0.269245 0.124614
internal_count=361931 29559 332372 310854 251671 34454 31389 24487 217217 68328 58157 28650 22885 29507 22462 27877 21465 20873 22120 13694 6002 1292 4484 59183 8426 342 765 726 3065 1692
shrinkage=0.000980392


Tree=5474
num_leaves=31
num_cat=0
split_feature=614 890 795 727 588 1356 785 747 768 854 797 710 416 269 1002 651 965 921 210 434 638 80 1024 706 290 451 1085 968 1324 1094
split_gain=13.1803 16.7614 19.6742 21.0125 28.9355 22.1497 23.3558 22.5441 19.6512 19.5383 52.2691 22.3221 21.5595 19.6921 19.3554 24.5744 25.6012 24.5512 19.5177 19.1047 18.4327 18.3162 18.354 17.6224 17.3409 18.3895 20.8299 17.7022 16.6653 17.6479
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 -0.86283290253235112 2.2668746584208797 1.8936793896627242 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.1947165136132358 0.24204918951595961 0.69854289147193727 1.1107569744011787 1.4967165609810034 1.0000000180025095e-35 -0.37641982178211458 3.7374297967062331 1.273276721297012 -2.1236727662877013 1.3727948663943095 1.5724059030450566 2.044301423488688 1.0000000180025095e-35 1.0000000180025095e-35 -1.3616981326494015 1.5048754259806196 0.77427499477357242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 23 5 6 -5 -7 28 10 -4 14 13 -13 17 16 -16 -11 21 -10 -15 -19 -23 -3 25 -8 -27 -28 29 -2
right_child=1 2 9 4 -6 7 24 -9 19 11 -12 12 -14 20 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-3.4910200031195271e-05 2.1525323204065058e-05 -2.9284518370451807e-05 -5.6266060067448763e-05 0.00010219178707463893 0.00023207018922688171 0.00012004255236890986 -0.00010482513799432495 -0.00035034078166188088 -0.00031070922804997322 -5.1016804572091379e-05 0.00024044655214002558 -9.9447803656776339e-05 0.00031996002054037771 7.0574464715309181e-05 -0.00010672719377197726 -0.00033531536622175944 0.00019402471431701122 0.0011728688732759798 6.5543146804866284e-05 0.0017889543101299442 0.00049454301274952719 -3.5717443647614905e-05 -0.00040017198664834408 9.9919390149429599e-05 0.00020190710126175254 -6.6018683660532188e-05 -0.0005089164154060109 0.00010777208392988913 -0.00028111019604054843 -0.00014433395732436547
leaf_count=107272 15760 39101 6883 10493 3726 15848 11640 474 2492 55382 4397 3612 1286 4398 12400 2000 1439 55 20335 23 458 8811 1010 6598 1373 9296 282 7063 1705 6319
internal_value=0 -0.0018302 0.00367411 0.0264204 0.0535639 0.040269 0.0107651 0.108029 -0.0657199 -0.0160367 0.0707226 -0.0256158 0.0737133 0.0319649 -0.0362303 -0.108106 -0.0745731 -0.0221518 0.0292092 -0.29118 0.116116 -0.0589133 -0.0671991 -0.0115789 -0.021608 -0.0349007 0.0122393 0.0921942 -0.0426649 -0.0227568
internal_count=361931 254659 228360 105894 60195 56469 40147 16322 26299 122466 11280 111186 9754 8468 101432 15839 13839 85593 30211 2515 4856 9876 9821 45699 29654 28281 16641 7345 23784 22079
shrinkage=0.000980392


Tree=5475
num_leaves=31
num_cat=0
split_feature=785 728 897 1183 1324 825 697 0 156 628 1111 911 418 966 699 572 1050 829 690 494 420 282 39 1179 1323 150 903 1250 415 776
split_gain=8.30012 9.98548 9.67198 10.9642 14.7746 11.6446 17.2853 18.8064 13.8648 10.8092 10.6905 10.6722 12.2302 12.0407 10.0739 11.874 10.007 9.69208 10.8027 10.1292 11.554 9.67045 9.64464 11.4876 9.53388 9.81875 9.49686 9.33836 9.27498 9.19922
threshold=-0.86283290253235112 -0.90320472132347296 0.6716428374244684 0.76365206452246459 0.62080154112585306 -0.36532465527993291 0.89267613144825197 1.3900271319966138 -0.22863007706315802 0.34890331598832514 0.024916356486523985 0.85864930037059206 -1.0198669980166197 -0.53840451293924374 -0.55825480363445235 -0.45007843444281825 -0.12494321050939823 -0.64224725171904762 0.37387617132198597 -0.16608059115230162 -0.81281825476339675 1.3312235724275943 -0.74572863955402979 0.91432328348530545 1.0986506720573719 -0.19677375130220282 -0.5141904086133261 0.14276332292998981 4.2231708133436845 0.054825102093476227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 6 7 14 9 -8 27 12 -7 22 15 -1 -13 19 -19 -4 -21 -12 -14 -24 -16 -26 -20 -5 -3 -15
right_child=-2 28 17 4 -6 11 8 -9 -10 -11 21 16 13 29 24 -17 -18 18 26 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.04102118779007069 -0.00031614511077029999 0.0024847136290874873 -0.028543674907829927 -0.00024926235549653947 0.043338584014061265 0.032508488074937468 -0.026487158787361322 0.064660895646862754 0.068542133125735177 0.046934858855120221 -0.04059610430332939 -0.011478064079655029 0.043035491707586096 -0.031655327403844143 -0.029087215079341422 -0.024145706048092651 -0.067136162330914059 -0.036126814896477143 0.074744062163690103 -0.049498477486985451 0.049423297385786248 0.03635456890387781 -0.018925544436614719 0.061776397566817347 -0.061745334975365912 0.055886950087736066 -0.024025886323740392 0.049141148114010644 -0.037269852844203061 0.0059402321791342727
leaf_count=69 332372 26215 86 171 144 85 75 47 83 48 168 84 65 471 456 68 100 414 20 29 64 28 174 28 24 34 31 69 90 119
internal_value=0 0.0338176 -0.0958278 -0.0301696 0.26413 -0.11606 0.0994498 -0.104103 0.691059 0.135978 0.0139386 -0.276987 -0.171041 -0.264181 -0.230129 0.268828 -0.801027 -0.369784 -0.570001 0.0958723 0.581894 -0.502254 0.144218 -0.135979 -0.436237 0.508928 0.404176 0.313032 0.0474127 -0.46948
internal_count=361931 29559 3254 2610 580 2030 904 698 206 123 436 1126 942 857 651 137 184 644 465 179 93 196 267 202 514 58 51 240 26305 590
shrinkage=0.05


Tree=5476
num_leaves=31
num_cat=0
split_feature=1431 1439 1460 89 427 1256 1037 906 312 842 859 1186 138 347 1256 1366 828 666 673 695 143 77 1122 553 700 654 465 312 137 444
split_gain=8.08487 12.7678 14.1487 15.9267 26.7425 17.0945 20.8153 15.1525 18.8529 16.4995 15.2921 15.1439 16.7742 16.4594 15.9343 18.3386 16.8823 15.8012 15.8566 17.8808 15.6902 14.3792 14.1095 15.3711 13.9754 15.2859 18.5755 15.5207 14.8292 13.6668
threshold=1.0000000180025095e-35 0.70356782200899082 0.9504607190545632 0.64386629851390342 -1.1651179580632818 1.5902726711556217 -0.59358836643809709 -0.51290035690400104 0.6859621612931448 0.07521887005963919 1.9011897098872736 1.6816971045255407 1.3320526998625362 1.2321685269384108 -0.88228570301233067 3.1348477738161384 -0.28708202231928431 3.1569310267559065 2.3425733592650508 0.50672820686815168 1.7710657201378166 -1.4878809277375213 -0.80185357431148019 -0.82558667329037294 -0.88764488034588174 0.61490281608246311 1.0000000180025095e-35 -0.83200564154763013 -0.3001803019705615 -1.030303753827398
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 11 7 22 -7 -5 10 -10 -9 12 14 20 -3 17 -17 18 21 -20 -14 -16 23 -6 -4 -26 27 -27 -29 -24
right_child=1 2 24 4 5 6 -8 8 9 -11 -12 -13 13 -15 15 16 -18 -19 19 -21 -22 -23 29 -25 25 26 -28 28 -30 -31
leaf_value=0.00028999052562638384 -0.00036210147691900731 -0.011187594226670554 0.022305958648781432 -0.020576445606995647 0.042572963845674654 0.061562144220113781 -0.012418668747307175 0.0010355325034452629 0.028031054314712645 0.13745543877670408 0.089657114038947494 -0.021208387952049382 0.0013742206659242391 0.043057849275069317 -0.024670400553288407 -0.035110144411488645 0.12561780301846032 0.046784741972790617 0.01007642059760076 0.081925031616951013 0.053420066586133769 -0.0019234526274385794 0.0077442547380622249 -0.010907516784316666 -0.0051302958870995102 -0.031983479934946539 -0.01422121425479294 0.014625946717800093 0.072173930924915544 -0.02420522808384996
leaf_count=222373 112844 4757 549 238 113 88 169 467 66 34 63 799 1430 189 681 24 31 69 281 76 117 9892 376 432 1908 51 200 99 135 3380
internal_value=0 -0.0180607 -0.0720873 -0.0955862 -0.237798 -0.314801 0.311276 0.31205 0.58195 1.5972 0.253338 -0.0604855 -0.0442134 0.19987 -0.0722704 -0.024389 1.51984 -0.0315032 -0.0413354 0.495934 0.101307 -0.0592779 -0.364085 0.0449326 0.093124 0.00588464 0.393082 0.737334 0.950766 -0.43125
internal_count=361931 139558 26714 23772 5426 4558 257 868 630 100 530 18346 17547 1736 15811 11054 55 10999 10930 357 1547 10573 4301 545 2942 2393 485 285 234 3756
shrinkage=0.05


Tree=5477
num_leaves=31
num_cat=0
split_feature=785 728 784 647 590 796 1224 772 381 1466 983 672 852 1307 211 980 657 569 703 833 89 5 554 62 750 1177 666 982 58 1462
split_gain=13.8195 12.2385 16.3962 15.8639 36.005 15.4691 16.3153 15.8757 16.1543 15.6635 16.8329 16.7535 15.1768 19.476 18.5421 17.1197 15.7038 17.5182 19.1947 17.0369 15.6812 15.5837 15.5382 15.1574 15.0358 14.689 14.6322 14.5497 15.565 16.0903
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 -0.87782724458594241 0.58895901036483078 0.38087715954262297 1.9980862990756834 -0.28708682036526079 -0.32502189658861175 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 1.0747610123934368 1.3390041783085433 -0.62944366619299574 0.93965787111466315 2.2603408215975165 0.069179088922970394 1.2527926291041005 1.5919315457291203 -0.7057993590700341 -1.0821368227570305 -1.3074307702299757 0.22553477650581719 1.0000000180025095e-35 -0.80577776936292356 3.1569310267559065 0.80030293875333702 0.73855698839655315 1.3931481072948251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 24 8 -7 -9 11 -11 16 14 -14 -15 19 18 23 20 26 -16 -22 -18 -3 -6 -4 28 29 -24
right_child=1 3 12 -5 25 7 -8 9 -10 10 -12 -13 13 15 21 -17 17 -19 -20 -21 22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.8041277115890311e-05 -1.3829006618171542e-05 -0.00022288977692407104 8.3115572938608929e-05 -4.6937393839717757e-05 -9.7378986817980766e-05 0.00095141658960766289 0.00080243787486334857 -0.0003129694495931101 0.00010185094893235837 0.00079461542512743665 -0.00059271011904733089 -0.00079077115053772596 -3.3699780682729602e-06 -7.2166680287603796e-05 -0.00029998180878482709 -0.0010171005827106312 -0.00059045349135287387 8.9649788444987272e-05 -0.0013622282164992897 0.00018714248531867607 -0.00030681954122954036 0.00027319964968157998 -3.3806512157399459e-05 -3.837205444913247e-05 0.0003425722770994633 0.00046033754518522596 0.00068644567305323385 -0.00012953064305279378 0.00015363307928394345 0.00021995064599874598
leaf_count=29559 190291 2813 6993 93730 264 235 157 540 276 229 100 58 2043 879 281 143 449 639 91 2818 1234 3872 13607 480 413 1120 162 3893 3354 1208
internal_value=0 -0.0128505 -0.00444905 -0.038351 0.0792978 -0.0385984 -0.135909 0.172696 0.514871 -0.0228773 0.327258 0.588313 0.035067 0.125768 0.166272 -0.191859 0.015237 -0.192722 -0.371398 0.0261427 0.0104243 0.247646 -0.0181166 -0.282394 -0.169096 0.367328 0.101901 -0.0066047 0.0197053 -0.0114865
internal_count=361931 332372 232437 99935 6205 4821 3383 1438 511 927 387 287 42146 7218 6196 1022 34928 1659 1020 33269 30451 4153 23296 929 3226 1384 7155 22062 18169 14815
shrinkage=0.000980392


Tree=5478
num_leaves=31
num_cat=0
split_feature=50 56 1454 1366 1190 426 1465 158 537 1465 775 1464 1465 1219 602 627 833 1466 581 829 1173 631 1184 698 556 1220 940 1252 844 1086
split_gain=8.08082 15.5593 15.1958 18.7492 16.029 15.1598 14.8012 14.6352 14.128 15.1178 18.5635 14.6594 15.2971 14.1625 18.3204 15.0881 14.9905 14.7312 14.0477 14.2112 20.5106 17.115 15.7873 14.2455 16.4757 13.9718 18.8662 14.0263 15.5403 14.4982
threshold=0.55630078546380823 1.0000000180025095e-35 1.0692506903199488 2.0183251275724516 2.7692006378281877 -0.56224698483221347 1.4537820900595428 2.760092270707919 1.2978429288651507 -0.42261094208562427 0.54865985289704444 1.8829436135215958 -0.34116687556432201 1.0000000180025095e-35 1.6570428789878571 1.0135671715365715 -0.70577393499987984 -0.051615836820850705 2.1516800948178267 -0.42675870887521072 1.3915602485655507 -0.22603896259642872 -0.51755231925735157 1.1849687841349619 -0.3267181095494035 1.0000000180025095e-35 1.0000000180025095e-35 -0.0688543704867529 -0.88865260835799875 2.8611799631721979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 5 4 6 7 8 25 9 10 -4 12 -11 14 15 -14 17 -15 -1 20 22 -21 23 24 -20 -3 -27 -28 -29 -30
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 11 -12 -13 13 16 -16 -17 -18 -19 19 21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.0014039958400073145 0.00080934095522008909 -0.0033042476563441823 0.0026953319860391167 -0.020888655783060602 0.02531746997148104 0.0015365017245718901 0.0040376298084839257 -0.013875179448037678 0.0052990901230877919 -0.041791068464560911 -0.012939833709849809 0.0043444045001110754 -0.0018729847854252338 0.012378958811207846 -0.049640526224545185 -0.020364973249374276 -0.024144995245410025 -0.020883144553205314 -0.063101382784127455 -0.03026510367412389 0.049287251209288188 -0.0061156033949908602 -0.014327008128581823 0.070852073394160539 0.015402347336219547 0.0027307445474436393 -0.011723304343425072 0.018749702675831023 -0.0060324344870403704 0.10659800127251529
leaf_count=118630 84163 19631 4446 762 276 87052 3473 1588 1779 194 1335 900 3577 407 122 694 1548 398 68 1286 138 1812 1192 66 466 19656 3387 727 2121 37
internal_value=0 -0.00944549 0.00493495 -0.0532719 -0.0399913 0.0141317 -0.0478422 -0.0231264 -0.0790847 -0.104841 -0.0156254 -0.169968 -0.207916 -0.189325 -0.118062 -0.0940958 -0.34548 -0.0719474 -0.0331807 -0.193311 -0.00919547 -0.338689 -0.0971967 0.290216 0.111288 -0.0155111 0.0221508 -0.116071 0.0320784 -0.0955065
internal_count=361931 277768 154110 19911 19149 134199 18873 47147 15400 13621 5781 7840 6940 6746 4393 4271 2353 805 123658 5028 1930 3098 1792 600 534 45559 25928 6272 2885 2158
shrinkage=0.05


Tree=5479
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1229 648 704 813 650 645 973 1443 566 580 518 416 553 294 1046 977 1392 346 1469 93 1190 1374
split_gain=12.0196 11.1666 16.9313 18.6165 20.1003 33.9119 20.6297 26.5327 28.7193 18.8867 19.3603 18.5235 17.7877 16.8976 16.8329 16.7618 16.7605 16.3961 16.248 16.6003 16.2018 15.8395 15.7449 15.7261 17.4386 19.8227 16.881 16.4758 15.8323 15.6476
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 2.1641256470006294 1.6923072129381651 1.0999280683389623 -0.3520936843062038 1.593744732512876 2.1059719136688364 1.0000000180025095e-35 1.0794040238867422 0.90571909922259353 -0.70113916377037711 0.16985015458546293 1.7490811357031759 1.2032543173095851 -0.24538796115663319 -0.55380115165271648 -0.43329402746245627 -1.0897619622416543 1.8682704264604602 -0.66177662735578835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 -6 11 -8 9 10 -9 29 13 14 21 -7 -5 -12 19 -14 -10 -2 -21 24 26 -26 27 -19 -25 -4
right_child=1 -3 3 16 5 15 7 8 20 -11 17 -13 18 -15 -16 -17 -18 23 -20 22 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=3.5859088888125244e-05 6.6624825181557732e-05 3.541153650398626e-05 -8.2622221319771628e-05 -6.4842825352567609e-05 2.2625089296339851e-06 0.00025516610432482024 -8.5704367692707151e-05 -0.00025906008215386035 0.000655032080572339 0.00022461071822806224 -3.0054100405030634e-05 0.00010593522032226004 2.2298595195292059e-05 9.718275004676121e-05 -5.5296735856735917e-05 -8.8902164401271551e-05 0.00010407674972708811 -0.00042995573750164091 0.00039526591531766731 0.00042718246056516556 0.0001948978556910133 -8.2027792131326115e-05 -0.00078078879248642493 -8.9187519348695327e-05 1.1573022541810953e-05 0.00028488289453144222 -9.0511372428486611e-05 0.00022991964610732967 -0.0012111282102734774 -2.1517751154787135e-05
leaf_count=29559 15424 21518 42244 82198 18652 4219 11003 2150 430 2316 13658 3837 4478 7761 24809 840 3066 261 857 821 1435 4964 69 1309 1897 4014 3472 2050 91 52529
internal_value=0 -0.011633 -0.0157327 -0.0249926 -0.0113053 0.0498274 -0.0225387 0.0211878 0.0537104 0.034266 0.016221 -0.0416192 0.0190757 0.00520831 -0.0130372 0.206895 -0.0577738 0.0302613 0.135286 0.083742 0.309216 0.0339736 0.359519 0.0877471 0.11533 0.198992 0.0187164 0.170559 -0.148929 -0.0488084
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 31218 28902 98610 59183 52958 45197 5059 85264 26752 6225 5368 1865 20388 890 13094 11694 5911 5783 2311 1400 94773
shrinkage=0.000980392


Tree=5480
num_leaves=31
num_cat=0
split_feature=785 727 653 854 927 636 1247 1394 885 1457 1377 1002 988 718 930 545 1218 1148 1185 890 428 608 790 495 694 1386 1390 499 904 1117
split_gain=12.564 13.322 11.0961 13.0065 13.1847 12.0421 12.549 11.7755 11.0298 17.3556 16.7069 16.3148 18.8972 15.4468 29.5353 23.9205 22.3885 21.6535 20.9054 20.9517 21.2882 20.7316 30.9256 20.2329 19.8462 19.1606 20.1689 24.2593 20.3237 19.1472
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4216543509230546 -0.87473648844905705 1.0483613175537825 1.4865578209749104 -0.19516157025919564 1.5829853504527682 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -0.32459312438081372 -1.3820670939764912 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 3.9048232315577729 3.073785392405322 -0.70607139715668366 -1.3230736206490437 -1.0699309532947014 0.66665475971017707 1.8618223311409718 -0.10648405255226276 0.75024505646995632 0.29810686548368953 -1.0289484995134253 0.32606609528600677 -0.57498500623630144 1.0007360560485064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 13 10 -10 12 -12 16 15 24 17 21 -17 23 -21 25 -23 -20 -15 26 28 29 -2 -28
right_child=8 -3 -4 4 -6 6 7 -9 9 -11 11 -13 -14 14 -16 18 -18 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00018413155926152533 0.00018012813965389708 7.8046256733661136e-05 0.00016972646769364822 -0.00012050372863773884 0.00015435250202638706 0.00043262990009455859 -9.9226660932197039e-06 -0.0015597309874889032 -6.4013720797782462e-05 0.00041662661217632934 -0.00040821169019302238 -7.1596623878576593e-06 6.4187779225130656e-05 0.00025042093365847427 -3.872633714357635e-05 -1.1583462589829204e-05 0.00029169148234459732 0.00018919820727993742 0.00024231857298032944 -0.00028708899160075053 0.00031924109039578147 -1.5084906030327179e-05 0.00018881051284939322 -0.00033525010206176642 -2.7828914475235765e-05 -9.573511163426187e-05 1.0759821340775905e-06 -0.00010921576508005003 -2.6085375073571463e-05 -0.00012370277270053737
leaf_count=1121 4756 17008 1334 8137 1092 397 448 22 17071 426 572 49026 30336 1484 25663 2657 909 2047 662 314 4401 33344 3907 682 11777 48667 50440 27038 7279 8914
internal_value=0 0.0366133 -0.0177849 -0.0408997 -0.0662536 -0.0954447 0.150003 -0.0896526 -0.0126385 0.00716624 0.00496159 0.0176487 0.0588327 -0.0223908 0.0150129 0.0782431 -0.0331833 -0.035463 0.164434 0.231169 0.291098 -0.0386769 0.00784417 -0.0400134 0.00828586 -0.0539995 -0.0339355 -0.0478227 0.062962 -0.0187164
internal_count=361931 29559 12551 11217 10096 9004 867 470 332372 97431 97005 79934 30908 234941 47640 21977 187301 186392 8716 6059 4715 184345 37251 1344 13261 147094 98427 86392 12035 59354
shrinkage=0.000980392


Tree=5481
num_leaves=31
num_cat=0
split_feature=1048 103 695 146 15 567 468 917 1117 1257 706 1190 710 696 1430 559 980 414 567 1314 213 565 1389 972 858 219 851 358 1314 1390
split_gain=8.04023 14.8905 15.0339 16.3206 15.2898 16.3229 14.3607 14.1208 15.4645 15.3652 13.9718 13.9444 15.7191 13.5685 17.3295 16.5707 15.7913 15.6143 15.1699 16.6384 14.6093 14.1337 14.1281 13.9789 15.0683 15.2075 13.4909 15.9116 13.1782 13.1238
threshold=-1.0627241715616391 1.0000000180025095e-35 1.0000000180025095e-35 3.0783482178314734 2.2590761306568292 0.26778402343376395 1.2937612979457498 -0.67390942486905525 0.81389841357107218 2.2565813599377935 1.1880880428505105 -1.2002443528514031 -0.56384692866117769 0.82761072211053255 2.3858586375782362 1.1868380504938016 0.50392564569416243 0.4145159533701443 -0.31392416102359905 -0.25896482657523406 0.61626782138905634 0.93096388418307618 1.4346041971862642 1.0409149696307398 -1.0000000180025095e-35 0.70420758835260655 1.0000000180025095e-35 0.40005482792545383 -0.20311080986539418 -1.0021738668244433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 -4 -7 8 9 -1 -10 -12 -13 15 16 -9 17 22 20 23 -17 26 -15 24 25 -20 27 -19 -28 -8
right_child=-2 2 3 -5 -6 6 29 13 10 -11 11 12 -14 14 -16 18 -18 21 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0064452913117354713 7.1561697820722188e-05 -0.0066798642670686499 -0.0040173170144438648 0.07027914052156907 -0.038217221856251871 0.0041437502363288106 0.068253798139230965 -0.0063142465489700499 -0.013340654556277719 0.046003390951884215 -0.023548122113692345 0.04041821241877401 -0.031073284675779373 0.0076841749883813926 0.07324533247553637 -0.0058566617135533136 -0.00998090314069211 0.010776890569389028 0.06568869292977457 -0.0081891143850958362 0.024263355833901157 0.067496481048840165 -0.026313154333079639 -0.027480270722091749 0.0014071614538663823 0.17110166459302931 0.018596718163026514 0.071727999551939786 -0.044569030568678801 0.016245544098008526
leaf_count=7109 310778 15063 6058 32 194 3034 73 10885 1300 136 129 226 84 1735 48 1767 1038 196 227 155 483 97 326 49 55 25 179 95 101 254
internal_value=0 -0.034564 -0.0804953 0.000132732 -0.00819569 0.00639256 0.144778 0.0118307 0.0939967 0.147879 -0.125784 0.259527 0.53661 -0.0376061 0.102513 -0.0822224 0.0782467 0.188595 0.146223 0.643933 0.0317176 0.534174 0.0660226 1.0577 1.32188 1.73382 0.354657 0.722888 -0.108485 0.587549
internal_count=361931 51153 24708 9645 9613 9419 3361 26445 8984 7245 1739 439 310 17461 3815 13646 3767 2729 2761 511 2250 668 2061 356 307 252 571 291 280 327
shrinkage=0.05


Tree=5482
num_leaves=31
num_cat=0
split_feature=728 1394 852 937 1287 140 747 1453 1138 785 132 475 1286 556 483 939 350 759 969 156 140 488 279 1308 1177 1105 20 488 1051 142
split_gain=11.3077 13.1977 15.3632 19.3301 22.3515 23.7942 18.083 25.542 17.7408 17.0535 16.8867 16.1973 20.9587 15.9241 15.9223 18.226 16.3849 15.6921 22.9345 18.3518 16.6525 16.1103 15.8654 15.3815 15.3242 15.074 14.9664 16.5012 14.7508 14.6332
threshold=1.0000000180025095e-35 -0.89507556284558343 1.0000000180025095e-35 -0.58363259351866237 1.0000000180025095e-35 1.8790564127931246 1.6274895855248437 1.4378226153709586 1.0000000180025095e-35 -0.86283290253235112 1.0702924560202118 1.0000000180025095e-35 0.78161905918100072 1.1762890584412145 -0.73995283383968535 1.0000000180025095e-35 -1.0254434215746013 -0.62915533759939346 -0.048659137630512224 -0.37391993054976824 -0.6344407195754177 -0.58164394929339314 -0.94190785206897731 0.63103079391464312 -1.1326445349256467 0.42997179358746235 -0.44340168359489329 2.8515552888993336 2.5572094007754154 2.6824608271508157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 9 -4 5 23 11 8 -8 -3 -10 12 14 -7 15 -6 -17 18 19 22 21 25 -13 24 -5 -20 -11 28 -28 -1
right_child=-2 2 3 4 6 13 7 -9 10 26 -12 17 -14 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.2183284015732258e-05 -3.0405298455074857e-05 7.4260633798894251e-05 0.00011300417261489203 0.0002559939763492233 3.402728275577425e-05 -0.00035326012098074603 0.00012909563654531662 0.00048386692684212616 -0.00041035280224437006 1.5121143350991792e-05 0.00040572369162877306 -0.00098817341258395264 0.0002956922706469195 0.00033856139796496266 4.5638568019917701e-05 -0.00035576061693790381 0.00057522579910211028 7.595625483657654e-05 -0.00096043581706748847 0.00032760414721167856 -0.00051193728001569386 0.00051346813407660507 -3.4017309336481861e-05 5.2717140007336566e-05 -5.8488244698995394e-05 0.00064345359619249597 -4.3948258095592959e-05 0.0002001390288605256 0.00019385478068824244 -0.00030264424735129615
leaf_count=42207 109090 12252 11637 810 821 1589 501 237 1250 49634 120 145 2826 186 7391 117 798 5244 124 629 880 171 421 12604 19416 39 76417 1474 1383 1518
internal_value=0 -0.000273229 0.00670446 0.0339136 0.0164963 -0.020253 0.070624 -0.118162 -0.209647 -0.0074743 -0.340558 0.0917038 0.140399 -0.283005 0.0895593 0.279984 0.487435 0.0103275 -0.142389 0.0809036 -0.362162 0.0796896 -0.23169 -0.0067223 -0.0466701 -0.499701 -0.0153017 -0.0356577 -0.0404385 -0.0407917
internal_count=361931 252841 209116 67956 56319 34605 21714 2108 1871 141160 1370 19606 11953 1775 9127 1736 915 7653 2409 1195 1214 334 566 32830 20226 163 128908 79274 77800 43725
shrinkage=0.000980392


Tree=5483
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 1002 988 718 930 545 1218 1148 1185 890 428 608 790 495 694 1386 906 1390 1062 701 976 513 406 962 558 355 659
split_gain=14.4934 11.6905 17.1565 16.7879 15.9981 18.9898 15.7818 30.4862 24.2621 22.7004 21.2613 21.0636 21.1443 21.2604 20.8058 31.1073 20.1977 19.7733 19.2488 19.821 23.3643 18.6308 18.2918 19.0615 18.0741 19.1271 17.6978 21.414 19.4535 19.3245
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -0.32459312438081372 -1.3820670939764912 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 3.9048232315577729 3.073785392405322 -0.70607139715668366 -1.3230736206490437 -1.0699309532947014 0.66665475971017707 1.8618223311409718 -0.10648405255226276 0.75024505646995632 0.37625148072740094 -0.88334857531044364 -0.93523728510198822 0.40371806048386877 0.27248036579832696 -0.42410205662409134 1.0454229551509682 1.3204840876176156 0.78457125397875782 -0.72348834783181692 1.6323240847269647 0.62821384419828064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -5 9 8 17 10 14 -10 16 -14 18 -16 22 -8 19 20 -2 -17 23 -13 25 -9 29 -28 -29 -20
right_child=1 2 -4 4 -6 -7 7 24 11 -11 -12 12 13 -15 15 21 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=3.878556910347067e-05 0.00019290382896764476 -6.4252970476443138e-05 0.00041417504725585648 -0.00040955343132336998 -6.9771907031353513e-06 6.374668286985289e-05 0.00024989493716569391 -6.8662859956318071e-05 -1.120483243998548e-05 0.00029287235652045808 0.0001861187010332251 -0.00050600365126253239 -0.00028526803281692694 0.00032072324075365114 -1.6119911898757771e-05 0.0002629742983120314 -0.00033495443721104893 -2.7807211056301254e-05 -5.0860786155357126e-05 -5.3154583180988452e-05 -1.0624818904897015e-05 -0.00010945193777196603 0.0012345905119814083 0.00038713414596949861 -0.00019554528093568765 7.1535779639575134e-05 -1.0488774089571462e-06 -0.00030541053667531085 0.00017300325261907266 -0.00025789241018211908
leaf_count=29559 4033 17071 426 572 49026 30336 1484 13992 2657 909 2047 208 314 4401 33344 3103 682 11777 28305 82246 15523 804 72 382 3109 8562 3971 8859 746 3411
internal_value=0 -0.0133226 0.00706555 0.00487413 0.0175913 0.0583651 -0.0233581 0.0144384 0.0786769 -0.0342631 -0.0365572 0.16547 0.232445 0.292646 -0.0397392 0.00684465 -0.0399128 0.00823356 -0.0550854 -0.0359916 0.034282 0.192071 0.246823 0.0958884 -0.0409149 -0.0161602 -0.101135 -0.197131 -0.271023 -0.0724032
internal_count=361931 332372 97431 97005 79934 30908 234941 47640 21977 187301 186392 8716 6059 4715 184345 37251 1344 13261 147094 101802 19556 3907 662 590 25663 22554 45292 13576 9605 31716
shrinkage=0.000980392


Tree=5484
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 487 1122 853 691 771 827 1392 268 0 62 1449 1217 425 1327 156 1327 968 368 11 789 1469 1188 1328 151 1256 807 1258
split_gain=8.11428 19.7979 14.8143 13.4486 17.7662 13.0999 14.2896 14.6237 14.7571 17.8444 18.1346 15.8586 13.7084 15.7914 13.4095 13.8971 13.126 12.999 16.2962 15.5974 13.0378 15.3326 12.9785 14.886 18.2263 18.761 15.8753 14.5206 14.0092 14.5876
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3066623469784679 2.2811417240063645 -1.0441515723589503 1.0000000180025095e-35 -1.0049336889296756 0.4120499675193568 0.41313543557800586 -0.33833469819861334 1.0000000180025095e-35 0.63455286374735975 1.1295246676492809 0.075308567821545588 4.2064965845853246 0.25187554823903419 -0.74862839288876348 2.5318771391824373 0.57463782914311057 0.2413400996085224 -0.84946560089001755 -0.72316377538516841 1.1248358748350926 -1.3460032622719822 1.633571908596829 0.14694022675939147 1.4560175638184887 -0.22588991312735315 3.5737384174799574 0.32438182617194827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 14 7 12 16 -10 11 -11 -7 -14 -4 -16 -9 18 20 -19 21 -6 23 24 25 26 -2 -26 -25 -30
right_child=22 3 5 4 17 6 -8 8 9 10 -12 -13 13 -15 15 -17 -18 19 -20 -21 -22 -23 -24 28 27 -27 -28 -29 29 -31
leaf_value=0.0035686721012470335 -0.017880497864837065 0.0005037092766136071 -0.0053206553425496662 0.03873607351136954 -0.048023101452126009 -0.021760722290065357 -0.00026686990270624708 0.0386319710075472 -0.047510466338952007 -0.012637950688446959 0.075353379288518402 0.079160038128270063 -0.021784450699941962 0.054677077036412773 0.062300913298403572 -0.010127210811180357 -0.015356127933885876 0.065608652310292601 0.005183483872233028 -0.039982458849855157 -0.021013657482098616 0.040845258804303432 -0.0022392778097453975 0.00084360209378481091 0.040926947510284646 -0.055900999885189963 0.042122412340527035 -0.024503912769059399 -0.021341643282480682 0.0098848006135311972
leaf_count=4151 540 86148 40983 123 48 1769 26500 86 66 105 74 33 106 69 67 60 619 90 696 43 2160 110 23338 172302 95 169 44 63 952 322
internal_value=0 -0.0163828 -0.0523422 0.00517172 -0.1666 -0.0648512 -0.0245056 -0.202889 0.0367415 0.479804 0.72557 0.190001 -0.353386 0.31922 -0.102199 0.6027 -0.176184 -0.20919 -0.244345 0.662981 -0.359245 0.338031 0.00680376 0.0136228 -0.261925 -0.411073 -0.242511 0.365127 0.0152807 -0.2565
internal_count=361931 164106 74688 89418 3270 70537 29427 2927 983 278 212 138 1944 175 41110 127 705 3147 3014 133 2318 158 197825 174487 911 753 584 158 173576 1274
shrinkage=0.05


Tree=5485
num_leaves=31
num_cat=0
split_feature=888 21 1463 1316 1044 1455 911 10 1249 1151 150 423 36 58 1459 552 1393 905 11 129 691 210 428 896 977 436 629 1177 1294 1174
split_gain=8.10618 11.1324 14.8629 16.0201 13.5407 12.5994 12.4785 13.0083 13.162 12.0105 13.6234 11.3128 11.2617 11.1802 13.1995 13.7193 11.324 14.2816 17.4937 17.7492 15.6983 18.9564 16.0368 17.8963 16.5 15.0878 14.8785 16.7948 17.3346 16.4653
threshold=1.0000000180025095e-35 1.189441983669046 0.22129606780172761 -0.54250968558071666 -0.28583937084302513 -0.049579283993073681 -0.085104313560020309 -0.57741439165911634 -0.96543463904270177 1.0000000180025095e-35 -0.33964643120406152 0.21380717627196211 0.69231529995552188 2.8812056494136478 -0.33635779137711869 -0.10611403740964491 0.34411386477748368 0.30365782287998361 -0.053793853606232907 3.4351420357325897 -1.031021001310656 1.308632822273321 0.035559418541726805 1.526171459425987 0.49790649734662112 -1.3790531892769284 -0.42370238829341184 0.98818866488830126 2.2019233343356794 -0.19708435190726309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 4 5 -3 -4 8 -8 10 -7 -10 -11 16 -15 -16 -2 26 25 20 21 -20 24 -24 -22 -19 29 28 -28 -18
right_child=1 2 6 -5 -6 9 7 -9 11 12 -12 -13 -14 14 15 -17 17 18 19 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=5.9781299498200033e-05 -0.0045585836113420149 -0.011707129725658239 -0.01899780577218731 0.013187025315332879 -0.031321643967624248 -0.0064362656526046518 -0.057709572213735474 -0.0065946023565425747 0.072416871761141907 -0.027596820405309936 0.099214139913454388 -0.010901004954491393 0.064955059875769494 -0.007658099066565169 -0.0036140871918346508 0.076403453608411553 -0.0027604772329680662 -0.041394923847537131 -0.02463175625792716 -0.041330508714815251 0.018718093005895844 0.045297040051018304 0.014692022300946293 -0.031065292082675368 0.052769181379360292 9.3432786272551173e-05 0.0028460253379966288 -0.015336858217532216 0.047304013246613687 -0.022957406953969171
leaf_count=315733 28074 269 691 2110 265 33 20 301 73 67 38 32 21 145 69 85 2088 201 310 130 710 61 890 163 318 2178 4035 995 139 1687
internal_value=0 -0.0372119 0.0811461 0.168761 -0.158301 0.0909246 -0.16018 0.14307 0.744397 0.602681 1.28388 1.02522 0.00338812 -0.0526583 0.456035 0.961546 -0.0567388 0.00480818 0.111936 0.250664 0.290624 -0.192575 0.372344 0.168482 0.603678 -0.0551786 -0.0647362 0.0207705 0.0900874 -0.214433
internal_count=361931 46198 3920 2803 693 428 1117 426 125 159 71 105 88 42278 299 154 41979 13905 4961 2582 2452 371 2081 1053 1028 2379 8944 5169 4174 3775
shrinkage=0.05


Tree=5486
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 1443 762 791 746 809 289 651 1437 650 990 1324 917 578 1459 852 13 773 1311 493 581 15 854 797 84 431
split_gain=15.8846 13.1131 19.8937 21.2113 45.3374 22.0521 25.3076 20.1848 32.6384 25.5483 21.5457 21.4397 20.8311 19.4625 18.7394 18.4746 18.5161 18.5551 18.1031 17.8491 17.6341 18.3864 18.7382 17.36 17.9756 17.0882 16.8442 71.5371 19.1493 17.0168
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 1.6923072129381651 0.65656536832909496 0.70036819076278212 -1.2149334638529161 1.1070026357714988 -0.06045160922923843 1.0000000180025095e-35 -0.17189113104522832 0.30711866236834834 0.052484712102878438 2.0435551016551368 0.82499989687732411 0.27152336588760845 -0.87473648844905705 0.63961785378869596 -0.010139945829889745 1.309237444685371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 7 5 6 14 26 9 10 -9 18 15 -2 -5 16 -11 -18 20 -16 21 -12 -23 -20 -25 -13 27 28 -4 -30
right_child=1 -3 3 4 -6 -7 -8 8 -10 12 11 25 -14 -15 19 -17 17 -19 23 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=4.0796019499921264e-05 4.9584622096404997e-06 3.722592439816897e-05 -0.00024390947618131148 -3.1714474514322802e-05 0.00027378496219768953 -0.00012831470503940561 0.00025045375144668513 -0.00028962092677195875 0.00010760721814321001 0.00044524843159675294 -0.00012192566184484946 0.00058070358641932522 0.000240036115538324 0.00013831434664399788 -1.9701211282054159e-07 -0.00011059505810790173 1.2264064423463453e-06 0.00028386259357163337 -1.1200580500106137e-05 0.00027604056485854239 -0.00023216502738788211 -5.849139182933978e-05 0.0005668977735221784 0.00087205488919143027 -0.0007977498243623523 -0.00010305971267937644 -6.0473253004240905e-05 0.00026185241051653149 4.3857012842794933e-05 -0.00049542464963328592
leaf_count=29559 52958 21518 3436 17978 3065 6902 2025 5765 10171 592 4710 461 1630 6225 2565 6412 19385 1488 8084 1919 7692 726 566 257 85 304 138027 3633 3396 397
internal_value=0 -0.0137296 -0.018166 -0.0281832 0.0252193 -0.00306455 0.027323 -0.0377302 -0.00184741 -0.0287877 -0.0958394 -0.0644951 0.0147859 0.0195507 0.00313986 -0.0022986 0.0315863 0.0199817 -0.0837503 0.130457 -0.149184 -0.030501 0.241487 0.0139753 0.615958 0.309553 -0.053668 0.0323264 -0.113923 -0.00332276
internal_count=361931 332372 310854 251671 34454 31389 24487 217217 68328 58157 28650 22885 29507 59183 22462 27877 21465 20873 22120 4484 13694 6002 1292 8426 342 765 148889 10862 7229 3793
shrinkage=0.000980392


Tree=5487
num_leaves=31
num_cat=0
split_feature=728 1087 1431 837 412 1151 123 362 993 810 809 1424 1454 788 813 288 609 969 775 1073 1116 89 1193 55 966 496 1457 625 133 1466
split_gain=8.05175 11.6197 15.0592 14.3496 13.8104 15.6963 18.5608 15.3255 14.913 13.4441 22.3658 19.086 18.3796 15.8966 18.7098 16.9977 16.6544 16.1108 15.7585 16.5358 18.2753 15.7153 17.4174 16.95 15.6614 15.524 16.2569 19.559 19.5505 25.6072
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.8641952677858011 1.1582349093545148 1.8311510170418688 1.0000000180025095e-35 1.0000000180025095e-35 0.081299748699193944 -0.4653576839682016 -0.65819684525605759 0.66649192610754393 1.8695714601257163 -1.0640499357927207 0.38349571241217301 0.44561103650162237 0.10911941809622974 -0.93177752141597858 -0.79033269934597883 1.0131076790642832 0.61929970337135198 2.5382238983605006 -0.65550126002963893 0.074233480735052551 1.0000000180025095e-35 0.5541822889202056 -1.1249283082573176 -0.16810441299000942 1.1200515238729722 0.5744186475241726 1.2338320192623506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -3 -6 7 -7 -8 10 18 13 -11 14 16 -16 24 -17 -1 -20 21 -21 23 -23 -12 -14 28 -28 -27 -30
right_child=-2 3 -4 -5 5 6 8 -9 -10 12 11 -13 25 -15 15 17 -18 -19 19 20 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0015714120696061992 -0.0010952799631335508 -0.0011208188211588265 -0.0047168996666835314 -0.0058628409225519734 -0.0017515033592085387 0.015349396463837543 -0.03384974518480504 0.047592747994979596 0.007071838202843253 -0.0455523278549839 0.012687174332257748 0.011503417084195248 -0.0021241336633023942 0.0046119290866654663 -0.0089095300836663904 -0.033550887794708155 -0.011082039563996688 0.011332510453006511 -0.007187803902711648 0.019153436431425745 0.047992113721331046 0.0012795325057351776 0.018243727621313613 -0.028734792343905038 -0.029640533788818257 0.0014977315159221379 0.004390964051979745 -0.0029938208116497417 -0.0070293677967746748 0.018709858654368805
leaf_count=38706 109090 44054 9135 9669 1543 890 146 188 444 184 652 761 17514 1510 1191 100 7464 1475 5837 465 107 535 337 453 130 53113 41629 6123 7926 560
internal_value=0 0.00412032 0.0123818 -0.0261603 -0.0103388 0.124459 0.265549 0.426573 -0.0458796 0.0162487 -0.0110233 -0.0884381 0.030247 -0.109512 -0.139055 0.0169638 -0.190602 0.16772 0.0131637 -0.0816352 0.0994146 0.0428642 -0.0882082 -0.23931 0.116242 0.031086 0.0401617 0.0715912 0.0151706 -0.0995258
internal_count=361931 252841 195907 56934 47265 3211 1668 1078 590 186772 59723 13283 127049 12522 11012 2766 8246 1575 46440 7734 1897 1790 1325 988 782 126865 109351 47752 61599 8486
shrinkage=0.05


Tree=5488
num_leaves=31
num_cat=0
split_feature=785 713 332 395 203 540 1450 1454 458 313 5 1174 1449 461 1104 555 789 872 942 1040 816 7 386 634 223 560 976 554 470 427
split_gain=11.6975 11.5303 10.557 30.6244 19.4176 18.3926 29.4145 21.7326 19.6579 19.1587 18.7298 18.6177 17.4335 18.0859 17.3756 17.3742 17.3354 18.4209 33.903 21.6326 20.6467 20.5954 21.0291 21.0207 17.8975 17.7483 18.0526 17.1152 17.587 16.9452
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.99026637822014563 -0.35262914890079794 0.50933602050530713 1.0000000180025095e-35 1.5188581659014118 0.267059913971254 0.47651265694396394 1.6835273741192649 4.2641419949670061 0.14634948027629488 1.5520614709873077 1.1248358748350926 1.0000000180025095e-35 2.231519495564001 -0.52037178935754602 -0.92870374882376117 0.94425071421226758 -0.5842495347762191 -0.49452392159050335 2.0904034460631342 -0.19050337961739619 -1.2591201791253208 -0.28188312901773788 3.6227415544047292 -1.3213734904502978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 16 8 12 9 11 -11 -7 13 -8 -13 27 17 -4 19 -19 -20 22 23 -21 -24 -18 -27 28 -9 -25
right_child=2 -3 5 -5 -6 6 7 15 -10 10 -12 14 -14 -15 -16 -17 25 18 20 21 -22 -23 24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.00010527959170784772 -5.3570658364777649e-05 4.8397950070705929e-05 -2.9867017265699552e-05 -1.7405222498293865e-06 -0.00017605971587279572 5.4778394834183228e-05 0.00015579762615779846 -0.00016471335871523843 -0.00012930107343319181 -0.00030584307066908899 8.9353307316514328e-05 9.7798600750236667e-05 0.00058475373692144924 -0.0015342175903504949 0.00067425492335365721 -0.00067099987409295278 8.8074419253857973e-06 -4.4977084444733202e-05 -0.00010662776227273135 -0.00023409116983983969 0.000391075899654249 -6.861813316910614e-05 8.1971997478103687e-05 -0.00057498329433314655 0.00039607183513117722 0.00022029376515035682 -0.00013392396055642003 0.00011221222617254429 -0.001795994889891744 5.3330627093434884e-05
leaf_count=3144 52920 26415 60414 82513 20329 3873 8602 1000 4547 1116 919 454 374 29 422 163 10551 22336 469 2125 1630 7224 26551 274 883 784 14605 2125 30 5110
internal_value=0 0.0351539 -0.0123872 -0.0289037 -0.0778595 -0.00118454 0.0517669 0.121063 -0.0254281 0.0455614 -0.12491 0.11758 0.173085 0.153746 0.392604 -0.0231114 -0.0114016 -0.000550595 0.0252407 0.0151991 0.288565 0.043877 0.0653981 -0.0385035 0.0940314 -0.0674609 -0.117697 0.011084 -0.215557 0.0302294
internal_count=361931 29559 332372 155762 73249 176610 23654 12323 11331 6784 2035 4749 9005 8631 876 3318 152956 127016 66602 64503 2099 42167 34943 7509 27434 25940 15389 3155 1030 5384
shrinkage=0.000980392


Tree=5489
num_leaves=31
num_cat=0
split_feature=785 21 1466 1454 1466 1466 21 1453 1450 1457 1461 1466 1458 1466 1452 1458 1365 1469 630 1450 1456 1466 570 615 1467 1455 1455 1450 67 78
split_gain=8.04359 9.55703 14.2022 35.4692 26.1166 44.6756 27.1661 26.1049 23.2292 23.1222 25.6544 23.0894 21.8994 30.9091 40.3292 31.949 21.0374 21.4107 20.5316 20.5033 19.9952 19.3111 19.052 18.923 27.2226 26.8447 24.9253 23.1717 21.9845 21.8007
threshold=-0.86283290253235112 -0.70163543588998201 0.27725162624946764 -0.74726004084035758 0.048793375953514358 0.041666216359983001 -0.89074317784588486 0.47485221662462634 0.059614261619994738 -0.18238571527943001 1.0519922171908489 -0.035273251782798838 0.17742896962817614 -0.28630806504872541 -0.34710568059079999 0.33493849984939089 -0.42638832581415231 1.6281699339176801 -0.40740524339265438 4.2167433909250827 0.62634535540376146 0.16628775677498031 0.10327219449165864 -0.29580728975408649 1.6166021676452613 0.59295168827627476 0.35881941651261778 0.24842437959264094 1.0000000180025095e-35 1.914365956873824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 5 11 -6 -7 16 10 20 12 19 -14 -15 22 17 -8 -5 23 -4 -10 -16 24 25 26 -2 28 -25 -27
right_child=1 -3 3 18 6 7 8 -9 21 -11 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 29 -28 -29 -30 -31
leaf_value=0.001671673918018108 -0.0048349542966127385 -0.00067952684741073518 0.029561134669511786 0.0058198050744910634 -0.014884455231045746 0.0040990332484562471 0.0035503578935604575 0.042463005232722568 0.0005996081315511432 0.00067021237859489458 -0.03948636602933997 -0.013482901781442997 0.0021801410851578053 -0.005214604813952999 -0.017701192708607184 0.043081200918694725 -0.019938057813530217 0.08214631515289568 -0.0015986244794271337 0.046307652350026762 -0.013900244374703309 0.044716826919018189 0.037993277654946617 0.0014784714712570354 0.017317308404406637 -0.020874963156341159 0.01331210444871133 -0.0063064356921946306 0.014189889377706403 0.026838610562585644
leaf_count=29559 15954 241364 1694 8647 3987 455 611 465 304 1257 147 2162 16044 781 233 638 736 55 13669 99 270 240 110 10570 771 2543 1223 4763 2419 161
internal_value=0 -0.00610291 0.0163858 0.063929 -0.00468532 0.0116873 -0.16707 0.505768 0.0640913 0.307255 0.456677 0.0015543 0.0112904 0.0808338 0.362527 0.613628 -0.113369 0.213491 0.030447 -0.0260155 0.515638 0.467056 0.0377684 -0.029935 -0.0832279 -0.104321 -0.0665704 0.0349618 0.0932661 -0.352638
internal_count=361931 332372 91008 25684 65324 59391 5933 920 1946 3368 2111 58471 56309 17806 1762 981 1402 666 22316 38503 1964 544 343 38404 20652 19881 17177 17752 12989 2704
shrinkage=0.05


Tree=5490
num_leaves=31
num_cat=0
split_feature=21 1454 50 332 533 13 723 389 1304 1117 294 818 1135 358 899 271 69 630 219 154 1022 698 890 1109 839 555 47 1458 1382 1450
split_gain=8.01038 8.87741 8.51558 14.8651 17.1959 14.8572 15.7105 15.9783 17.1804 16.9745 15.5403 14.9406 14.8557 14.3139 15.1314 14.144 14.0068 15.5537 15.3424 14.8118 13.7684 16.09 17.9458 15.9798 15.737 17.1817 15.5225 15.2337 15.1586 14.8969
threshold=-3.2545899522946695 2.6579444067051354 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0693443452748788 -1.0570063487222232 0.87707395870045979 0.86938636594157181 2.4287094664117519 0.2881452058226715 1.8769860665749627 -0.55090486886779666 2.4808435372259736 1.7927110322658526 0.97972484085949774 0.16300261936783203 -0.67672483536475159 -1.17150611467376 -0.50793589377218418 0.67527595557081987 0.27585104430016155 0.8108020320033037 -0.45145332719233394 -0.0073025528512578241 0.086319963124409718 1.0000000180025095e-35 -0.4285654387502193 -1.1012120569711619 5.0246054876517006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 9 -9 10 16 -12 -10 15 -15 20 17 18 19 -7 29 22 23 27 25 -25 -26 -22 -24 -8
right_child=2 -3 -4 -5 -6 6 13 8 12 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 28 24 26 -27 -28 -29 -30 -31
leaf_value=0.017499143275053208 -0.0115920854714296 -0.023427517596087907 0.00033544576503619799 6.4259793799008658e-05 0.00096972059901144427 -0.057503438168489476 -0.0045837669563568075 0.0025918710517154808 0.047341873250118377 -0.049318907620525071 -0.018160017097262088 0.054681360481570164 0.010042026440224117 -0.030720528205119852 0.052785096375374235 -0.015053623220288857 0.01057819784251717 0.0032879424238279366 -0.027523890635452793 0.10852311871325003 -0.033201289958062527 -0.0076456705503125146 -0.065437866750582316 0.028606688006232839 0.0078863601082026849 -0.019507170438696576 0.055250447866685787 0.014940636973205171 0.00063815854683454531 0.037978926085337344
leaf_count=626 8682 90 197008 86804 17361 27 34932 984 238 171 1464 96 283 823 39 4148 2113 1614 646 21 200 1274 68 300 135 181 304 331 868 100
internal_value=0 0.250933 -0.00290314 -0.017129 -0.0492767 -0.076658 -0.062015 0.049495 0.262136 -0.0225553 5.35441e-05 -0.290411 0.571655 -0.0855966 -0.497137 -0.0785439 0.0703473 -0.091507 -0.437868 1.09013 -0.0654347 0.0725531 0.186828 0.364923 0.538037 0.219153 0.83689 -0.0209576 -0.0563114 -0.0872265
internal_count=361931 716 361215 164207 77403 60042 51360 7657 1505 6152 5981 1560 521 43703 862 42841 4421 2308 694 48 38693 3661 2387 1451 920 481 439 531 936 35032
shrinkage=0.05


Tree=5491
num_leaves=31
num_cat=0
split_feature=476 1097 1470 1315 979 1383 767 51 1143 770 410 12 905 967 553 355 1381 777 906 705 21 733 1469 269 1468 1454 1312 1453 1449 1453
split_gain=13.587 16.8761 22.8397 17.1251 16.6886 16.3785 22.7691 15.6201 19.0765 21.4166 15.7908 23.9164 19.3299 17.1506 15.547 19.356 17.3382 15.5463 18.563 15.2159 15.0575 25.2389 25.4487 28.4692 27.3353 23.7609 19.9874 19.4188 19.6278 19.1518
threshold=-1.316508667510939 -0.95342879297703587 -1.1535394197080833 -0.021731717627173311 0.12214247278971556 0.59855211376798956 1.4927604942770374 1.8613588887694643 2.2926747202002002 -0.75741935175977038 -0.39707509032073363 0.78777253974931549 2.1634110522059333 -0.86270596536715394 -0.91114433608537004 -1.4264884725078422 -1.2316867920902048 -0.37430099646749149 -1.0891531410918003 1.6353069485554472 -0.32341995197817647 2.3938204998800492 -1.2319146079207914 -0.67312717757827156 0.22012251894583709 -0.88587582313006108 0.46670498673573363 3.5235182473523379 -0.25215149739540188 5.5477399240790328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 14 -5 -6 -7 19 10 -10 11 12 13 -9 16 -16 -4 -18 -19 20 21 22 26 -24 -25 -26 -3 -22 -29 -30
right_child=1 7 3 4 5 6 -8 8 9 -11 -12 -13 -14 -15 15 -17 17 18 -20 -21 27 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-4.2202003771997932e-05 8.1832518111355155e-05 0.00020677158546913597 0.00072561566791546803 -0.00017490296910429331 -9.7916896443748391e-05 0.0001926535833649487 -0.00065158358217575656 0.0003667170230006208 -0.0010819092537307938 0.00071797356568340084 -0.00027155522648534175 0.00041963732980563348 0.0011143287468560773 -0.00023115422293900145 -0.0004186798915933227 -3.3105560327207683e-05 0.00018753194323665965 0.00045416500811155052 -0.00022440168367469991 0.00013625369049255216 -3.8687762293344876e-06 -0.00018828723320175075 -7.2968417668037929e-05 1.7142041050428237e-05 0.00048150384534068573 0.00011167649221719344 -0.00016316098937346277 -0.00037655913496709647 -0.00018766507213376828 0.00034850228415113458
leaf_count=75019 7122 5418 224 15133 8283 2305 220 288 57 253 3313 512 51 2190 967 24369 2671 260 1622 4524 140305 3884 13745 33356 877 11302 739 1574 896 452
internal_value=0 -0.00330729 -0.0417618 -0.0612157 -0.114175 -0.0395965 0.128946 0.00504967 -0.114632 0.473396 -0.145132 -0.0266963 -0.125431 -0.160426 -0.0213658 -0.046899 0.110135 0.0735802 -0.112035 0.0080751 0.00531251 0.0334133 0.0420004 0.0259915 0.0514227 0.141972 0.168588 -0.00769147 -0.191747 -0.0101048
internal_count=361931 286912 63176 56054 25941 10808 2525 223736 6664 310 6354 3041 2529 2478 30113 25336 4777 4553 1882 217072 212548 69321 65437 59280 45535 12179 6157 143227 2922 1348
shrinkage=0.000980392


Tree=5492
num_leaves=31
num_cat=0
split_feature=785 728 647 590 852 1238 923 850 140 1077 735 710 140 150 689 980 1470 330 555 491 934 1394 702 150 1255 1467 796 1224 772 381
split_gain=14.933 14.0826 16.5581 37.2164 15.8843 21.741 22.5877 28.488 22.3195 20.5815 17.6367 17.0662 16.9737 19.8607 16.2147 17.0548 17.0133 16.4835 16.1972 15.9334 18.5507 16.2374 19.0622 19.7837 15.9305 15.4958 15.4809 16.0947 15.7576 16.1775
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.17334222901426247 -0.86449023226567734 0.6190413382504959 1.8790564127931246 4.2406324835638474 1.356718709411544 1.1870562211658833 0.056961987048755554 0.80001238754797444 1.0000000180025095e-35 1.7011711996532954 -1.3664195657027294 4.6982212610491674 -0.52715049943618508 -0.18953869328555326 1.49738043113866 0.77579938520900538 -0.53792894511989753 -0.49248697249442197 0.3710772719079331 3.2089320700182484 0.38087715954262297 1.9980862990756834 -0.28708682036526079 -0.32502189658861175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 26 25 6 7 11 9 14 -10 -6 13 24 17 16 -16 19 -17 20 -8 -21 23 -23 -9 -2 27 -3 29 -28
right_child=1 2 -4 -5 5 -7 8 12 10 -11 -12 -13 -14 -15 15 18 -18 -19 -20 21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=3.8481245326594989e-05 -2.1965815788367208e-05 -0.00016813345123105491 -5.0434918949760219e-05 0.00036389494378959695 -9.8899745503021406e-05 -4.2136256453848051e-05 -0.00012674504156297498 -0.00023220743958327769 -0.00026612168489629351 -0.0010864138544233945 0.00014380441211599471 0.00038018450999243364 0.00060100129725816479 0.00062414127834338809 -0.00043384697436762239 0.00027424509962525336 0.00010004401257287493 -0.0017870528845974995 -0.00024522216588670744 5.189392993098483e-06 0.00014816360314908811 -0.0005574112379927999 0.00029158381725040737 0.00021899055040982505 0.00044588866692919007 0.00014741929934153583 0.0009474532695441638 0.00079155385587644986 -2.4292360685977078e-05 9.7741437083181482e-05
leaf_count=29559 155734 3226 93730 1384 1473 22962 6928 453 2037 85 610 405 776 305 267 352 23336 29 1185 8889 1419 308 1874 306 214 2490 235 157 927 276
internal_value=0 -0.0144184 -0.0417304 0.0783831 -0.00539979 0.0214089 0.0445427 0.205813 0.031499 0.0428337 -0.166716 0.0146985 0.391329 0.203543 0.0447366 0.0809499 0.095715 -0.00299104 -0.135592 -0.000753044 -0.078594 0.0498842 0.198567 -0.142717 -0.00420663 -0.0191853 -0.0413251 -0.138534 0.169975 0.510679
internal_count=361931 332372 99935 6205 232437 74213 51251 3626 47625 44978 2647 1878 1748 972 44893 25140 23603 19753 1537 19724 8347 11377 2488 614 667 158224 4821 3383 1438 511
shrinkage=0.000980392


Tree=5493
num_leaves=31
num_cat=0
split_feature=614 1373 1030 294 1461 705 993 1453 1470 1370 9 1175 1456 1177 1456 760 974 1470 1466 1452 1452 1469 1262 428 481 615 287 148 1124 983
split_gain=16.0283 17.8463 19.4281 20.5631 17.7617 17.1277 20.1115 17.4325 18.7071 17.0311 17.7056 21.7019 17.0999 21.0296 20.5007 18.3028 20.3301 16.8951 19.8002 18.8388 19.6284 18.5556 18.2816 17.8895 16.7862 16.9297 16.7029 16.5281 16.5222 16.3668
threshold=-1.0625654336828987 -1.2601938093385081 0.99422031274767553 1.1887139829833562 1.5692664354072514 1.3183739815888758 -0.89727091510114898 3.3620603879665567 -0.23105878706461638 0.70223084764880606 1.707719249046068 -0.17540389822243427 1.0000000180025095e-35 1.330258535826035 1.5571501639310992 -0.97425371435744701 -0.16583582456836196 1.2078533108621594 0.47080750042056613 -0.16682302883424749 -0.28700289465434548 -0.94866001780749032 3.1166923207119868 2.1611898026242717 2.3025960977601807 -0.59108387774323179 1.7827644798454763 0.90458015012070547 2.7322439979524917 0.56531441913802605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 5 4 17 7 -7 -3 -9 12 26 -12 13 28 24 -15 -17 18 19 20 -4 -21 23 29 -14 -26 -11 -6 -2 -19
right_child=1 2 3 -5 27 6 -8 8 -10 10 11 -13 14 15 -16 16 -18 22 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.1432412474063124e-05 4.7006894469891029e-05 8.7067213015010353e-06 -7.4688995239382985e-05 -0.00023121265297233035 8.4402269066882269e-05 0.00029117969475217308 5.1998552101270198e-05 -7.429354740438647e-05 -0.00050609512515604148 -0.00014569720121629501 0.00039783076325565828 -0.00034757325473521019 -0.00030537863563385754 0.00023852566485198625 4.1959111546209934e-05 -0.00048446032523766219 -5.5847512543571437e-05 -0.00014709926201482724 6.439894695805341e-05 4.5952558252887348e-05 0.0003179989754160569 -0.00025892513244212993 0.001379298671028463 0.00093065722541565315 -0.0004297512277138284 0.00097317786285785405 -0.00064132749500230588 0.00065784700357560111 -0.00035902175013206617 0.00023582700499615798
leaf_count=91156 19962 178040 7519 4351 1502 1839 13366 2478 689 10768 853 412 4020 526 2198 1668 1434 1421 4329 1350 897 7815 60 111 101 97 510 325 686 1448
internal_value=0 -0.002438 0.00484539 -0.0564736 -0.0316659 0.0120858 0.0834162 0.00595069 -0.159133 -0.0511489 -0.136903 0.165676 -0.0207953 0.00767435 -0.145086 -0.181568 -0.265886 -0.0510297 -0.0763197 -0.118886 -0.032687 -0.205604 0.127625 0.096806 -0.26624 0.411318 -0.171112 0.194271 0.035937 0.0504584
internal_count=361931 270775 227540 31128 26777 196412 15205 181207 3167 43235 12543 1265 30692 24276 6416 3628 3102 24950 21910 17581 8416 9165 3040 2980 4218 198 11278 1827 20648 2869
shrinkage=0.000980392


Tree=5494
num_leaves=31
num_cat=0
split_feature=476 1166 1456 1460 1467 79 1470 843 705 747 21 1434 567 194 1158 1024 706 393 613 638 529 363 559 276 873 913 1022 1465 1169 971
split_gain=11.8618 15.8498 22.8016 18.1479 23.4764 18.143 18.0692 17.4578 15.6855 17.8831 22.6691 21.7459 18.7647 16.73 16.2432 21.1233 19.5429 19.0539 18.3122 19.1115 16.7785 18.2622 17.1843 17.8036 18.5845 16.659 16.5379 16.3973 16.3462 16.3232
threshold=-1.316508667510939 -1.2508507625752519 0.086884870144167459 0.90313332808047908 -0.31819417591303473 0.55368803923041343 -1.1535394197080833 0.056620515935836287 0.89008618839080589 2.2668746584208797 1.0000000180025095e-35 1.0000000180025095e-35 1.8142765138204122 1.5271592296785539 1.0000000180025095e-35 -0.55949530861756192 1.5724059030450566 3.586627169628581 1.3156155531097407 2.561347588064665 1.0000000180025095e-35 -0.31101860906031836 -0.012312793519636406 -1.1768840962857332 0.45120890067825536 3.0859609013182498 2.6552641023399333 -0.099720559038131346 0.77241039982938642 -0.46912250578377168
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 -2 -6 14 12 11 -11 13 -10 15 17 20 26 28 -20 21 -16 25 24 -24 -22 29 -18 -17 -3
right_child=1 8 3 4 7 -7 -8 -9 9 10 -12 -13 -14 -15 16 18 27 -19 19 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.7897039421945105e-05 0.00011773689289829714 -6.2086238954547367e-05 -0.00019933522338510661 0.00021901527887923441 0.00010376939159950651 0.0012691951250199079 -4.0028395162656283e-05 -0.00081575206991334171 2.089176937290385e-05 0.00028490690671238239 -0.00021035428932525673 -0.00035335901550857471 0.00017947147687599486 0.00015654809685026542 5.4178017527174301e-05 -5.952200492373761e-05 2.4819640678018302e-05 -0.00072597800289312482 5.4389232964407758e-05 0.00095762685943219592 -5.3351605075485794e-06 -1.3434199111352926e-05 -2.6431237249681517e-06 -0.00013399043453990868 0.00068869533118154325 0.00073515772199138905 -0.00021589789521870084 0.00022150140867907708 -0.00018818011570566773 8.4946249226029824e-05
leaf_count=75019 4412 5163 9549 259 441 114 33543 214 41770 925 2924 329 4567 4569 36390 32303 5410 202 4084 108 18916 40449 942 12684 273 154 1045 3976 8129 13068
internal_value=0 -0.00148849 -0.0457305 -0.161014 0.150158 0.586509 -0.0175343 -0.17593 0.00534122 0.0381539 -0.100885 0.132762 0.0498131 0.035977 -0.00517881 -0.0356469 0.0103151 0.0234053 -0.0664857 0.0852376 0.00214818 0.0194058 -0.0437947 -0.110174 0.178392 0.00100626 0.0296734 0.115226 -0.0823252 0.046441
internal_count=361931 286912 48532 10577 1028 373 37955 655 238380 55084 4178 1254 50906 46339 183296 64102 119194 19478 44624 4192 109808 76839 32969 13899 1215 19070 19276 9386 40432 18231
shrinkage=0.000980392


Tree=5495
num_leaves=31
num_cat=0
split_feature=476 130 281 1243 1313 1107 834 1300 292 277 225 21 2 622 734 1116 841 773 560 145 1183 1398 913 217 1463 902 1387 1063 1229 18
split_gain=8.24926 13.4235 17.4046 16.7705 18.3232 15.476 15.4195 14.9772 14.7306 14.3805 13.9761 13.8034 15.6608 16.8144 17.4103 14.9258 13.9539 13.6103 13.4034 13.2197 13.1707 13.0877 16.7267 14.4854 14.4775 14.0749 14.5046 17.9666 14.8543 18.2293
threshold=-1.316508667510939 1.7243530357355066 -0.16508683072851368 -1.1460950749557173 0.58766904559338473 1.4541462732362762 -1.5560752212744833 2.860759588134774 -0.86143770889851801 2.1577172904114796 -0.46873000302613127 -1.0798509198017876 1.1811704461552817 0.32333484407311175 0.85494804639094091 2.5382238983605006 1.2665272034353452 -0.223067590926497 0.97419818819550663 0.6639647405919592 1.1348118623821213 -0.37219952853873967 1.4456514231658051 -1.4724755998434549 5.0533039154707255 0.94323303670190828 -1.2146764675062032 0.3367470452297312 1.0000000180025095e-35 -0.71819047371828293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 10 6 -4 -5 11 -9 -6 -3 12 13 14 20 21 -15 -11 -10 -20 -1 23 -23 -13 25 26 -25 28 -28 -30
right_child=-2 2 5 4 9 -7 -8 8 18 17 -12 15 -14 16 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0042863834434926423 0.00011498933064552926 -0.016657924760653506 -0.00051265857615028084 0.030251600056173833 -0.0039497269618082769 0.046961535996381587 -0.025162565748664729 0.066735291190283805 -0.0084072540046997955 0.12459879612141322 0.041174869206477518 0.016328182993373758 0.017217689330276242 0.0057983528695986497 0.017081991298138123 -0.018440837962230321 0.037748173034946077 -0.033342702141725973 0.088310566257449777 -0.043769781833991959 -0.026134661730385225 -0.0028657503579275815 -0.016812582259021432 -0.0073382686873750408 0.036299663675462591 -0.0091384591512957726 -0.00057951689445566868 -0.0038849768637741876 -0.0014183952257017238 0.011537747171936874
leaf_count=3410 286912 128 1696 114 872 116 2704 94 246 25 139 913 1137 4637 480 1010 239 28 37 21 895 26494 1890 3411 118 3110 6734 6338 2312 5671
internal_value=0 -0.0287995 -0.163355 -0.269962 -0.328832 0.0728597 -0.456782 -0.0190134 0.500771 0.00147434 0.328236 -0.0220455 0.0768405 0.0291722 -0.090226 -0.03682 0.164273 1.47776 0.180269 1.14654 -0.163081 -0.0313506 -0.0741284 0.00648325 -0.00406271 -0.00883614 0.0107697 0.0355918 0.0850824 0.153981
internal_count=361931 75019 5822 4010 3743 1812 2818 69197 398 925 267 68799 10798 9661 4785 58001 4876 53 304 58 4305 56991 28384 28607 27694 27576 24466 21055 14717 7983
shrinkage=0.05


Tree=5496
num_leaves=31
num_cat=0
split_feature=614 1373 1030 294 705 993 1461 1453 1470 363 1181 706 1470 1466 1452 1452 1469 1262 428 983 1260 710 148 89 340 1453 897 698 1459 1251
split_gain=12.7223 17.8042 19.0881 20.4065 18.5821 20.5175 17.6787 17.0756 18.2106 16.8221 18.6181 17.0588 16.6264 20.1402 18.8152 19.4133 18.6132 18.0235 17.6719 16.4023 21.0851 17.1572 16.3606 15.9882 15.5102 16.6432 16.6221 16.6253 15.5055 15.4977
threshold=-1.0625654336828987 -1.2601938093385081 0.99422031274767553 1.1887139829833562 1.3183739815888758 -0.89727091510114898 1.5692664354072514 3.3620603879665567 -0.23105878706461638 0.080862752429511117 -0.077248175728850413 -0.64713769403355748 1.2078533108621594 0.47080750042056613 -0.16682302883424749 -0.28700289465434548 -0.94866001780749032 3.1166923207119868 2.1611898026242717 0.56531441913802605 -1.0396103925432583 0.18737529088064955 0.90458015012070547 2.068979104658434 3.0855295566081735 3.1908772890973043 -0.99616303679557483 0.79044599137646354 1.1875571719422735 0.77874767628393193
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 4 6 7 -6 12 24 -9 29 -11 -12 13 14 15 23 28 18 19 20 -14 -22 -8 -4 25 -3 27 -26 -16 -2
right_child=1 2 3 -5 5 -7 22 8 -10 10 11 -13 17 -15 16 -17 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-3.6281997421285254e-05 2.2195941036840991e-05 1.0714217594655208e-05 -4.9125994716418367e-05 -0.00022943394999530808 0.00029727663469820845 5.5541618151374301e-05 8.5891907633526708e-05 -7.334841886072638e-05 -0.00050058034097092492 -0.00021449267049295873 0.00020396499814998354 -0.00010282300785022782 0.0013682715528233141 6.734869271683865e-05 0.00015374660158122265 0.00031756962496243989 -0.00025805056963974988 0.0013701254529362972 0.00092567940760927597 0.00023662542012692361 -0.00040119578023596684 0.00022255852605355107 0.00065712350578845627 -0.00063777446342033826 -2.2372871117481401e-05 0.00049175922085608172 -0.00025375585464852696 0.001033954371664726 -0.00054822177017398643 -0.00010027122015402797
leaf_count=91156 19168 174614 7154 4351 1839 13366 1502 2478 689 8337 1353 4410 47 4329 1147 897 7815 60 111 1448 987 387 325 365 377 280 2657 112 203 9967
internal_value=0 -0.00145146 0.00582828 -0.055038 0.0130101 0.0873784 -0.030299 0.00661283 -0.157064 -0.0501804 -0.128109 -0.0225077 -0.0496385 -0.0747729 -0.117747 -0.0314963 -0.204531 0.127731 0.0970674 0.0509131 -0.150021 -0.215425 0.195468 -0.0748226 0.0095136 0.0119028 -0.174193 0.258685 0.0486256 -0.0170899
internal_count=361931 270775 227540 31128 196412 15205 26777 181207 3167 43235 14100 5763 24950 21910 17581 8416 9165 3040 2980 2869 1421 1374 1827 7519 178040 174894 3146 489 1350 29135
shrinkage=0.000980392


Tree=5497
num_leaves=31
num_cat=0
split_feature=614 1373 1030 294 1461 705 993 1453 1470 1470 1466 1452 1452 1469 1262 428 363 1181 706 983 1260 710 148 89 1251 1134 1459 340 897 698
split_gain=11.802 16.6961 18.5457 20.5457 17.5665 16.899 19.4766 17.0661 18.2262 16.8396 19.6445 18.8422 19.3544 18.797 17.9176 17.8132 16.7252 18.4827 16.8405 16.4065 21.0259 17.1632 16.4012 15.9507 15.5117 19.9635 15.478 15.3794 16.4224 16.592
threshold=-1.0625654336828987 -1.2601938093385081 0.99422031274767553 1.1887139829833562 1.5692664354072514 1.3183739815888758 -0.89727091510114898 3.3620603879665567 -0.23105878706461638 1.2078533108621594 0.47080750042056613 -0.16682302883424749 -0.28700289465434548 -0.94866001780749032 3.1166923207119868 2.1611898026242717 0.080862752429511117 -0.077248175728850413 -0.64713769403355748 0.56531441913802605 -1.0396103925432583 0.18737529088064955 0.90458015012070547 2.068979104658434 0.77874767628393193 1.0445639817206116 1.1875571719422735 3.0855295566081735 -0.99616303679557483 0.79044599137646354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 5 4 9 7 -7 27 -9 10 11 12 23 26 15 19 24 -18 -19 20 -11 -22 -6 -4 -2 -26 -13 -3 29 -29
right_child=1 2 3 -5 22 6 -8 8 -10 14 -12 13 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-3.6021030319385436e-05 2.2593767990287794e-05 1.0589446827894817e-05 -4.8941527009491153e-05 -0.0002303553692423277 8.4730050726738535e-05 0.00028716254334968825 5.1584547623941602e-05 -7.4310906809594616e-05 -0.00050160074914621083 0.0013665331879466247 6.5117691465967661e-05 0.00015502013535738905 0.00031708238825460631 -0.00025823490369774384 0.0013665510864036474 0.00093065585130466127 -0.00021350067384720949 0.00020279066158038019 -0.00010200255808179679 0.00023744104019319365 -0.00040056196432320171 0.00022322120195492412 0.00065656120585331048 -0.00063715352586640782 -0.00015018301764516356 0.00016210596263627872 -0.00054623824301086056 -2.4976161883827967e-05 -0.00025350696674883124 0.0010295910039667085
leaf_count=91156 19168 174894 7154 4351 1502 1839 13366 2478 689 47 4329 1147 897 7815 60 111 8337 1353 4410 1448 987 387 325 365 8679 1288 203 377 2657 112
internal_value=0 -0.00250069 0.00454496 -0.0554363 -0.0306157 0.0116211 0.0825406 0.00552439 -0.158068 -0.0498919 -0.075173 -0.117623 -0.0313241 -0.204456 0.128632 0.0980349 -0.0496879 -0.1274 -0.0222026 0.0517274 -0.149262 -0.214603 0.194352 -0.0745865 -0.0167001 -0.101912 0.0499808 0.00842298 -0.174439 0.255461
internal_count=361931 270775 227540 31128 26777 196412 15205 181207 3167 24950 21910 17581 8416 9165 3040 2980 43235 14100 5763 2869 1421 1374 1827 7519 29135 9967 1350 178040 3146 489
shrinkage=0.000980392


Tree=5498
num_leaves=31
num_cat=0
split_feature=253 372 354 830 492 422 765 209 404 998 186 412 89 15 1338 630 1311 695 587 1117 300 455 701 1327 1436 194 1191 143 168 139
split_gain=8.17418 13.46 15.4837 14.7024 14.5516 14.8571 15.8333 14.3604 14.9261 14.1995 14.2005 14.0303 14.0099 15.4598 14.8993 13.3442 15.8458 12.825 12.823 16.2189 13.2903 13.6347 14.2219 13.0711 12.8584 13.1872 17.7938 16.3996 15.3679 20.6138
threshold=1.0000000180025095e-35 -0.89164644713046382 0.22514234002950098 2.844251151557569 0.97998488896877134 2.4690479735101971 -0.66451034844293011 -0.081806607742116885 2.9708413818288908 2.6621727415594378 3.4218915452636995 2.8607448442185199 -0.6387352270161738 1.3153460409102926 1.9190405794898435 -0.97820199055739776 -0.7078066686028569 -1.0911127717004614 2.2191703830144687 1.7792262330378146 2.2014203740745071 -0.57911579170772687 0.41377596330637495 -0.51290485536081831 4.4277405019601961 1.5271592296785539 -0.97646513999987516 -0.71116585116175812 2.083638303870464 0.78250659076221063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 18 7 -7 8 15 10 -3 -12 13 -9 -14 16 17 -6 24 20 21 22 -20 -24 25 27 -27 -1 -29 -30
right_child=-2 2 -4 -5 5 6 -8 12 -10 -11 11 -13 14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.0037196853129189988 -0.00098456696732130626 0.0006871283248386748 -0.0020463922968171184 0.029624321550655565 -0.026932607052637465 -0.05013359511036241 0.058725786513912387 -0.023980082927643902 0.086468868855521241 -0.0079162439016938202 -0.015505235775684124 0.023800123695222556 0.010989411250909513 0.042526638816064062 -0.042506699069809278 -0.01996335692813133 -0.014158930250744651 0.050464582912006534 -0.048411591602484344 0.060007277000243442 -0.047569914671780671 0.018243489310721554 0.093021767877239245 -0.026446574757526993 -0.061593670852125373 -0.054717393210460735 0.014117102901415022 0.0027700300807691641 0.010473277675536772 0.054969389134886186
leaf_count=5856 130126 152595 44772 280 46 26 69 455 37 2842 1403 112 1308 47 93 1904 299 112 101 82 55 980 20 31 38 59 1586 15414 1054 129
internal_value=0 0.00491352 -0.00171427 0.0525057 0.0472858 -0.0901819 0.739709 -0.116896 -0.263585 0.0088277 0.0117054 -0.2285 0.0338898 -0.320185 0.15748 -0.286342 0.0768298 0.647146 0.0677756 0.293537 0.218451 0.270083 -0.41252 0.583502 0.0551426 0.0574891 0.244105 0.0408624 0.0773244 0.313776
internal_count=361931 231805 201724 30081 29801 4396 95 4301 2398 156952 154110 1515 1903 502 1401 2361 457 158 25405 1269 1187 1132 152 51 24136 24098 1645 22453 16597 1183
shrinkage=0.05


Tree=5499
num_leaves=31
num_cat=0
split_feature=785 728 519 713 930 848 921 783 1443 762 486 991 852 1028 609 1458 657 695 924 833 1368 460 1457 10 1452 842 564 912 1088 565
split_gain=11.5226 11.8547 11.8047 15.8702 20.8932 19.6502 19.4609 41.027 21.3583 23.4517 18.8876 18.5531 22.6997 18.2033 18.1596 17.0091 16.5914 16.6333 18.9348 18.2144 17.5224 17.7212 16.9674 16.6684 16.7618 18.433 16.6419 16.4994 19.8517 16.2778
threshold=-0.86283290253235112 -0.90320472132347296 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 1.8692550303841236 0.92095852375103993 1.0000000180025095e-35 -0.35861621905537377 2.2685729398725978 1.5460827014339922 -0.80522708219444705 2.1097569808217282 1.8999064755685127 -0.80201290801470704 0.70892277612114496 4.3297121247051882 3.1272900881009673 -0.23034647385973939 0.87536296575290062 0.68527619142772489 0.21241405573474154 0.41325020809808216 1.3828769186765884 1.1604233505739945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -6 16 8 9 11 13 15 -13 27 -14 -8 -5 18 20 -20 -18 22 -22 -19 25 -25 -26 28 -2 -7
right_child=2 -3 -4 6 5 29 7 -9 -10 -11 -12 12 14 -15 -16 -17 17 23 19 -21 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00010343224872936353 4.3377771012248636e-05 4.956336027781172e-05 3.6932442446125437e-05 -8.5640152037993957e-05 -2.8646253411279939e-05 0.00021084191878698602 -4.5778376367275827e-05 0.00026309290637983244 -0.00012333774774084383 0.00024238077498515393 0.00029872912126224023 -1.2007491736601027e-05 0.00034964785210887047 0.00011267553595968816 -0.0005008543821019651 0.00025474750463731505 -4.1928021989296596e-05 -4.5469665157491127e-05 0.00027878184450497281 2.9213728656991434e-05 8.9954054144409703e-06 0.0017058692093166452 0.00050088871302285301 -0.00027651439950659328 0.00054575732368777701 -0.00085090852192104972 -0.0007198113876733344 -0.00029323440405015907 -0.00031832592390747131 0.0011796991543920824
leaf_count=3254 10289 26305 21518 36644 30444 534 17242 3076 6926 2064 1436 2666 1804 10827 123 925 128480 3128 1984 11704 35319 42 306 1723 236 463 95 1302 983 89
internal_value=0 0.0357941 -0.0114211 -0.0156388 0.0193918 -0.0205946 -0.024268 0.0266416 7.20293e-06 0.0295817 0.0697464 0.00639789 0.132108 0.0522436 0.303486 -0.0287393 -0.0333426 -0.0247503 -0.0207681 0.0633224 -0.028283 0.0157015 0.0141931 -0.160167 -0.326413 -0.414164 0.207085 -0.0156934 0.0126879 0.37334
internal_count=361931 29559 332372 310854 55904 31067 254950 34826 31750 24824 24837 22760 4593 23401 1927 18167 220124 183480 177835 13688 164147 35667 35625 5645 2517 2186 331 12574 11272 623
shrinkage=0.000980392


Tree=5500
num_leaves=31
num_cat=0
split_feature=785 728 1464 21 1470 1452 759 1457 1078 962 21 1458 1458 110 238 1388 485 85 572 1112 823 698 692 1120 921 294 158 1038 78 73
split_gain=8.08415 9.71438 9.30458 14.2317 14.0141 12.86 15.0292 12.8591 12.6449 12.5713 14.908 19.5956 15.0951 13.4198 13.0328 13.751 14.7652 15.3682 12.9688 15.2023 12.7609 12.5872 12.5632 15.7503 12.3317 12.8095 13.9978 12.0688 12.059 12.1916
threshold=-0.86283290253235112 -0.90320472132347296 0.64223275086548759 3.0805194032280743 0.95949314053507195 1.1844650239005572 -0.32565108232047829 0.041329821661130785 1.0000000180025095e-35 0.78457125397875782 -0.70163543588998201 -0.82108684835595114 -0.67567940349836197 1.0265080922301884 1.9036546828641574 0.026163841404319207 -0.21194737987185197 1.0228185591092311 -0.82848900141683701 0.71497310417831939 0.58908699314668656 -0.55321859265610251 -0.49150881669783592 1.2120232067899754 0.62154522891879982 1.2306896463255914 -0.21440963631713866 0.61359861987091224 -0.23017456230377867 -0.70082562304392482
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 9 -7 -8 22 10 24 20 13 18 -14 16 -16 -18 -13 -20 -12 -17 23 -4 -3 26 -26 -10 29 -28
right_child=-2 2 8 4 -6 6 7 -9 27 -11 11 12 14 -15 15 21 17 -19 19 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.004752046849199951 -0.00032018825296493725 -0.00054227161189990313 0.004217408237753283 -0.048908632043380598 0.031635883707491617 0.0067999153578770346 -0.030420959454260363 -0.0013105989522212882 0.00033942510157539986 -0.0036836985273524915 0.015450633096881404 -0.057712525441620546 0.0051995538942384871 -0.078557002714643734 -0.0029569348548952267 -0.035134715638746483 -0.05610781771236073 0.031679204736111598 -0.012805855618564795 0.036204130935402444 -0.049254459899835366 0.015016032474570104 0.013098625383063892 -0.03690148488104962 -0.050678632393319711 0.026551552763481402 -0.038340514803497115 -0.036433748501938777 -0.03300530330813619 0.04492370314871829
leaf_count=3254 332372 1709 806 131 34 481 511 315 606 3722 2343 64 10216 43 212 81 185 28 447 101 38 325 3143 154 196 68 31 135 119 61
internal_value=0 0.0332287 0.0466094 0.0267839 -0.635205 0.0318866 -0.188728 -0.374963 0.138179 0.045829 0.0725804 0.099828 0.0621093 -0.273275 0.0816262 -0.18577 -0.462357 -0.883776 -0.191742 -0.078822 0.287389 0.109797 0.189803 -0.0377267 -0.0977012 -0.418034 -0.560796 -0.130346 -0.184604 0.380391
internal_count=361931 29559 26305 21461 165 21296 1307 826 4844 19989 16267 14083 11702 655 11047 831 425 213 612 548 2381 406 4103 960 2184 475 407 741 211 92
shrinkage=0.05


Tree=5501
num_leaves=31
num_cat=0
split_feature=1461 1458 1469 1038 1467 1319 812 278 982 1467 890 282 1023 16 840 392 1458 49 0 21 1258 769 23 907 1259 1461 1461 1462 21 1464
split_gain=8.01362 10.7918 13.0437 13.4627 12.8851 15.5519 13.5636 13.0616 13.5906 15.7608 12.7628 12.7618 12.5509 12.1134 12.3289 11.943 12.3249 12.634 11.9015 11.8391 11.7345 11.1477 10.89 12.1945 14.6791 10.5119 35.4528 42.1162 26.819 24.0484
threshold=3.9993613276323443 0.036661978097680334 -1.161100960392466 2.065104477196527 3.6863561541855714 0.45004176623793718 1.0000000180025095e-35 0.95514952193191138 -0.76208343938635126 0.254489633896615 1.0000000180025095e-35 0.60981465199319318 2.2900273674543703 -0.31250406865878261 -0.55387901449035359 1.456823163211475 0.44560807882109116 1.0000000180025095e-35 0.50678883308755951 1.5676574675808517 0.46298792221756596 -0.49698194633020848 -0.85449817444116605 0.283293713821065 0.85414812631818593 -0.3640729456269281 0.47977897591105673 -0.11741179351746577 -0.89074317784588486 0.19065333474563756
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 20 4 6 -6 7 8 -4 13 -11 -12 15 14 -10 16 17 -3 -7 22 21 -2 23 24 -18 -1 27 28 -27 -29
right_child=1 12 3 -5 5 18 -8 -9 9 10 11 -13 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00015127850336200575 0.027246913123663681 -0.008917035945278257 0.039677199671103364 0.051052463514135761 -0.070449147744734805 -0.046722485298720862 0.025780835805219133 -0.024383799523774535 -0.047241708543131006 0.053609764228045004 -0.026894975822749762 0.049617103639770739 0.056207977501719512 -0.023997236942106429 0.024224581182255858 0.022977556573779392 0.074411259354858567 -0.050628693818479391 0.064049504520083664 -0.038359494405344065 -0.045896404317334993 -0.018511610616600446 -0.00095755343024225489 -0.0211718121713401 -0.027712533354319599 0.00057565706065805414 0.00010523412583409088 -0.0011806939097476735 -0.011810563254163103 0.017135012783961505
leaf_count=272635 117 311 142 88 58 22 613 154 42 96 72 36 38 305 154 199 61 170 21 91 85 162 1331 41 24 4349 59117 6012 14102 1283
internal_value=0 0.0908616 0.199169 0.271873 0.225153 -0.549682 0.271084 0.1088 0.215387 0.0805233 0.553822 0.0296791 -0.0195063 -0.155091 0.240087 -0.0440492 -0.0982238 -0.435031 0.343582 -0.00563758 -0.194567 0.0338418 0.0445085 0.632643 1.03911 -0.0040418 -0.0282256 -0.112265 -0.182537 0.0502159
internal_count=361931 4433 2167 1803 1715 101 1614 1001 847 705 204 108 2266 501 196 2228 2029 481 43 1548 364 279 1457 126 85 357498 84863 25746 18451 7295
shrinkage=0.05


Tree=5502
num_leaves=31
num_cat=0
split_feature=614 1373 1030 294 1453 1470 1461 1470 1466 1452 1452 1469 1262 428 1370 9 1175 1456 1177 1456 760 974 481 615 287 983 1260 710 1124 1453
split_gain=14.4429 18.6145 19.4585 20.6487 17.4829 17.8265 17.4259 16.9488 19.8911 19.0975 19.4077 19.0644 17.9924 17.561 16.6569 17.619 21.3966 16.7602 20.9241 20.4196 17.8754 20.1885 16.7389 16.8024 16.5358 16.4468 20.6862 17.2706 16.3451 16.1009
threshold=-1.0625654336828987 -1.2601938093385081 0.99422031274767553 1.1887139829833562 3.3620603879665567 -0.16404096332556109 1.5692664354072514 1.2078533108621594 0.47080750042056613 -0.16682302883424749 -0.28700289465434548 -0.94866001780749032 3.1166923207119868 2.1611898026242717 0.70223084764880606 1.707719249046068 -0.17540389822243427 1.0000000180025095e-35 1.330258535826035 1.5571501639310992 -0.97425371435744701 -0.16583582456836196 2.3025960977601807 -0.59108387774323179 1.7827644798454763 0.56531441913802605 -1.0396103925432583 0.18737529088064955 2.7322439979524917 3.1908772890973043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 4 6 29 -6 7 8 9 10 -4 -11 13 25 17 24 -17 18 28 22 -20 -22 -19 -24 -16 26 -9 -28 -2 -3
right_child=1 2 3 -5 5 -7 -8 12 -10 11 -12 -13 -14 -15 15 16 -18 19 20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.9635498186379027e-05 4.50925187790022e-05 1.3762767954381237e-05 -7.3813075951942685e-05 -0.00023166818352400302 -6.9456500682628353e-05 -0.00048094459428851518 0.0001884905302032656 0.0013507942585290224 6.4906525245021811e-05 4.8885652446985114e-05 0.00031672894695173866 -0.00026020298362621126 0.0013689517432120021 0.00092278128855825163 -0.00014603253030763441 0.000395249997532891 -0.00034565230651438847 -0.00030550280036961041 0.00023193320685912705 4.1344337110507989e-05 -0.00048441900828424675 -5.7018519516562862e-05 -0.00042822136046474221 0.00097000637015795998 -0.00063963137997583453 0.00023734639773593109 -0.00040064860554350626 0.00022479322986776896 -0.00035915605539816947 0.00047656516499384983
leaf_count=91156 19962 192603 7519 4351 2806 706 1827 47 4329 1350 897 7815 60 111 10768 853 412 4020 526 2198 1668 1434 101 97 510 1448 987 387 686 297
internal_value=0 -0.00259533 0.00484139 -0.0565414 0.0120863 -0.145172 -0.0316737 -0.0508508 -0.0761884 -0.118853 -0.0320071 -0.206139 0.128113 0.097508 -0.0523644 -0.137206 0.164834 -0.022336 0.00585621 -0.145447 -0.183002 -0.266467 -0.266405 0.410406 -0.171336 0.0515248 -0.149537 -0.214381 0.0340536 0.014927
internal_count=361931 270775 227540 31128 196412 3512 26777 24950 21910 17581 8416 9165 3040 2980 43235 12543 1265 30692 24276 6416 3628 3102 4218 198 11278 2869 1421 1374 20648 192900
shrinkage=0.000980392


Tree=5503
num_leaves=31
num_cat=0
split_feature=519 727 382 566 1389 565 799 300 1063 1181 831 868 188 697 1388 915 637 350 810 841 762 773 1395 140 564 832 501 1071 846 357
split_gain=8.00348 15.2993 15.9841 14.5748 18.4427 13.3808 13.2934 12.8809 12.8238 12.5474 17.5664 12.2077 15.8325 12.4206 14.4787 15.917 15.1571 13.8541 12.389 12.2711 12.2541 12.1818 12.4329 14.207 12.9922 12.7092 12.9276 12.15 12.0927 12.0578
threshold=2.1420547332082829 -0.682906484622256 1.0000000180025095e-35 2.2401583428922476 -0.99170622787060325 1.6643343355893443 0.48608887991290289 1.0000000180025095e-35 0.86058575284663974 0.19215475006328311 -0.42176929943802927 -0.5942415351291912 0.56595263301418985 0.01022637885612324 -0.059934878465468147 0.056523827353640442 -0.025779858537245029 -0.41288725009934918 1.0000000180025095e-35 0.37735858291157803 -1.2174409590195501 0.20923812329853073 0.12245951293436767 1.4932460626879227 -1.0630056006458044 0.82979969821262278 -0.42766944047450811 2.2154073666107625 0.78541154389028989 1.2092716919181556
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 5 7 -5 6 11 -4 -8 10 -2 18 13 20 15 -15 -16 -18 -3 27 -13 22 -22 24 -24 -26 -27 28 -14 -23
right_child=1 2 3 4 -6 -7 8 -9 -10 -11 -12 12 19 14 16 -17 17 -19 -20 -21 21 29 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00029770228107147632 0.0018295540093058935 0.0057007813391746036 0.0037821146221772312 -0.03485730999096439 0.023661577826562613 0.022566465487483658 0.023294886267322876 -0.004714307813470462 -0.026569970656093816 0.003077534401251011 -0.017886606985194169 -0.023041826841184703 0.014123824167248078 -0.0089631602334934984 0.013277748414375325 -0.04173857260945843 -0.035433181348430889 0.0012213622344232041 0.027486936927816775 0.025212060624983774 0.0029302409276822233 0.001773301304575246 -0.035308286485210554 -0.036407445177521071 0.034578161152611538 0.025887729396870951 -0.046799145415536203 -0.032711059321656411 -0.022421607798523882 -0.024901348620798333
leaf_count=338398 1017 937 3653 80 524 536 726 5201 78 1533 1437 230 706 741 581 296 216 323 484 510 1064 1381 47 49 597 70 53 94 137 232
internal_value=0 0.0364509 0.0612995 -0.00303226 0.328511 0.122836 0.103097 -0.025302 0.378329 -0.091189 -0.195698 0.0782866 0.0421926 -0.0105609 -0.148463 -0.352501 0.0199674 -0.24745 0.267688 0.242288 0.0653202 0.0957382 0.216987 0.420174 0.49328 0.561361 -0.0869697 0.0925929 0.174292 -0.043068
internal_count=361931 23533 19546 9458 604 10088 9552 8854 804 3987 2454 8748 7327 5880 2157 1037 1120 539 1421 1447 3723 3493 1880 816 767 720 123 937 843 1613
shrinkage=0.05


Tree=5504
num_leaves=31
num_cat=0
split_feature=728 787 712 263 204 907 449 768 209 338 483 1118 1395 207 424 907 200 289 223 1318 144 1470 15 296 355 1326 629 1109 532 1255
split_gain=7.98299 11.2469 18.8775 18.812 14.9146 14.2862 17.9341 14.8511 15.5736 18.1226 14.0322 13.6749 13.6575 13.0939 17.1735 15.3127 16.1229 15.861 16.1715 14.7004 15.6958 13.5 14.882 13.0213 15.4362 13.5496 13.2393 14.7815 16.8471 14.4624
threshold=1.0000000180025095e-35 1.4337814159034321 1.0000000180025095e-35 1.6445160113075163 1.0000000180025095e-35 0.78736656660862836 -1.1412885898275651 -1.0623746111343506 -1.1149470432364295 1.1535069771672011 -1.5753765738864864 1.2506930344141691 -1.606233597169711 -0.58014334299216952 0.0652259501785383 -0.64384028327034615 -0.36829310061983322 0.70532268871304604 -0.63887487815941835 -0.6767875966748681 -0.45043034407565252 1.6888047518130269 1.0055356579126922 -1.0836901942381425 0.48135069203392594 -1.0443246717672656 0.012721854380764312 -0.47570412981651039 2.5111138481842983 0.56258389588048507
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 5 6 -3 -7 -9 -10 -4 -8 -5 14 15 16 19 18 21 -12 -21 22 -17 24 25 -15 27 -25 29 -29
right_child=-2 2 3 12 -6 7 11 8 9 -11 13 -13 -14 23 -16 17 -18 -19 -20 20 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.00037442890431414624 -0.0010914214230506667 -0.040461010255441188 -0.038912098728973103 0.075124997091752313 -0.003288674089582758 -0.063216077411076696 0.013454308671355325 -0.016002844545481978 0.05113760351738094 -0.066079415959483093 -0.064897988019769273 -0.028904097088608544 0.0070217396972059812 0.079546581782889245 -0.031318104187333898 -0.013365503367556479 0.02240403895041625 -0.054553834836171947 -0.031889610140328838 -0.048938675712056665 0.045314517109649982 0.066650608811861176 0.051441341207491713 -0.013762666837064409 0.062846462125141139 -0.018413087127032032 -0.012608214350323152 -0.0022231038477686749 0.11802453118262553 0.021139067155179145
leaf_count=240256 109090 158 323 31 2103 34 1125 105 286 22 78 129 590 21 881 371 312 170 344 62 62 49 59 941 88 128 2168 1391 27 527
internal_value=0 0.00409123 -0.0672133 -0.133826 0.0670037 0.227393 0.10389 0.592077 0.691772 0.893883 -0.171731 0.186781 0.217872 -0.153568 -0.313546 -0.161852 0.157952 -0.358311 -0.214942 -0.441224 0.125857 0.0879309 -0.0594416 -0.0873908 0.472184 -0.0233152 -0.113989 0.000734936 0.118106 0.0946395
internal_count=361931 252841 12585 8623 3962 1859 1412 447 413 308 8002 1254 621 7679 2388 1507 514 993 823 202 124 479 430 5291 237 149 5054 2886 1945 1918
shrinkage=0.05


Tree=5505
num_leaves=31
num_cat=0
split_feature=1430 1436 953 1169 1450 1468 349 348 1457 1457 767 900 151 848 638 1364 834 1422 635 911 1455 631 769 292 277 350 1260 776 1225 116
split_gain=7.91812 18.6669 14.1688 15.2252 14.8183 19.0086 15.8969 15.855 15.5524 14.8108 18.3916 16.0703 14.76 17.9017 14.6457 14.2367 14.8771 15.111 14.435 20.477 18.033 14.5218 14.1272 14.0104 14.2389 18.4891 16.5052 14.3151 14.2126 13.978
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6483035930306678 -0.11632043066123597 1.0592654801822678 3.2651455543266716 -1.4916754217499666 2.331735690150071 -0.082910131729752548 1.1849230938808055 0.54117268135534224 0.59499002759055952 -0.19152380522544665 -0.66765198205150666 2.6312099436705174 1.0000000180025095e-35 4.0049041761242465 -0.59702843861293109 0.61351849155744598 1.7778406063357999 -1.2887102165821365 1.850406574283699 2.2548141990252453 0.15352835289747255 0.28374525863721217 1.8239496985204762 1.4929220530156961 2.3174979571665637 2.2593915598118266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 15 8 9 14 10 12 -11 -1 -14 -7 16 -6 18 -18 22 21 -21 23 24 26 27 28 -26 -20 -9
right_child=-2 -3 3 -5 5 6 -8 29 -10 11 -12 -13 13 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010629487272541991 0.00034769963132948829 0.00024856237002545957 0.0013852712383508284 -0.0099719992403952858 -0.0021684616924748045 -0.0006453828780366073 0.10052894854066044 -0.0072684076998537298 0.021414634468522046 -0.034575147970021265 0.096622863135537279 0.032521204444006337 0.095685132338557938 -0.018045086338440788 -0.024143582910200075 -0.025515750454410971 -0.0058510584338263925 0.056782141316806693 0.0098668302969538296 0.074109894695801121 0.055609976223511576 -0.024931418943710822 0.051948613488909404 -0.04281961500431828 0.038778282396473684 0.0018426106867232906 -0.044222108753567829 -0.040101055247024314 -0.057937108009308805 0.0081928605971381911
leaf_count=616 197825 89418 15251 3090 12245 706 28 30361 179 557 80 131 84 57 2028 501 2164 69 2430 23 40 700 174 119 953 598 175 69 88 1172
internal_value=0 -0.0159597 -0.0509065 0.00396789 -0.0779174 -0.0235684 -0.245905 -0.120479 -0.266731 0.268465 0.568873 -0.215666 0.354245 1.17063 -0.333488 0.00681971 0.0179423 0.118085 0.101946 0.174728 -0.263968 -0.4064 0.24339 0.213181 0.236312 0.461918 0.122452 0.695872 0.166949 -0.131826
internal_count=361931 164106 74688 18341 56347 23289 2941 33058 2913 1525 837 688 757 141 2734 20348 19847 7602 7533 5369 763 723 4606 4432 4313 1620 2693 1022 2518 31533
shrinkage=0.05


Tree=5506
num_leaves=31
num_cat=0
split_feature=785 519 713 930 921 783 1443 762 848 486 476 1185 410 990 493 852 657 697 588 575 695 924 833 1368 460 1296 696 638 783 10
split_gain=13.4252 13.287 17.8707 22.9454 21.382 42.8125 21.9038 24.7072 19.8468 19.2465 18.847 21.5669 18.742 18.7142 18.5914 18.4808 17.8855 17.8076 17.696 17.4515 16.815 18.9881 18.1258 17.4039 17.5805 16.7261 22.0295 20.9166 16.6945 16.5902
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 3.5086024243106082 1.8692550303841236 0.52296557744356353 -0.71602247989319323 1.644349105518915 0.65656536832909496 -0.012178551342102736 1.0000000180025095e-35 -0.80522708219444705 -1.3134482500320694 0.71188872395471614 1.0000000180025095e-35 2.1097569808217282 1.8999064755685127 -0.80201290801470704 0.70892277612114496 4.3297121247051882 -0.43652631067203845 0.61756301190663754 0.024906668916032725 1.0000000180025095e-35 -0.23034647385973939
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 16 6 7 13 -5 10 17 14 25 -6 -12 -15 -4 -2 19 -3 21 23 -23 -18 -25 26 -13 -27 -28 -22
right_child=1 18 4 8 5 -7 -8 -9 -10 -11 11 12 -14 15 -16 -17 20 -19 -20 -21 29 22 -24 24 -26 27 28 -29 -30 -31
leaf_value=3.6833070610184127e-05 0.0003594204335553328 -7.2815678562009899e-05 -9.0625772802583544e-05 -3.0583790624606713e-05 -2.9343194843238325e-05 0.00026762927694544311 -0.00012560798059660301 0.00024726439004316641 0.00036579110352360876 0.00030307309762040574 7.009225874198707e-05 -0.00019147650524290469 -0.00033727414840251167 5.6977335853944536e-08 -0.00036319119126930732 0.00027907339135080676 -4.4596476557197294e-05 -2.287296960557076e-05 0.00015697581042589944 6.5767360572803707e-05 -4.9143740558856914e-05 0.00027523520533900527 2.6610908990944172e-05 1.099649012801913e-05 0.0016927748651459457 0.00016501791143823415 -3.8161133814500885e-05 0.00046846360977303503 0.00049488258543761948 -0.00032267169196721439
leaf_count=29559 632 7439 36644 30444 18216 3076 6926 2064 623 1436 1697 942 396 2604 790 1940 128480 13808 4398 9681 3128 1984 11704 35625 42 2376 559 1619 582 2517
internal_value=0 -0.0133654 -0.0178318 0.0193173 -0.0269742 0.0263405 -0.000845648 0.0290793 -0.0225383 0.0720704 0.0544112 0.130448 0.192778 0.00529831 -0.0565631 0.131547 -0.0364719 -0.00351907 0.0387056 0.00641131 -0.0275555 -0.0235556 0.0605572 -0.0310723 0.0127187 0.217938 0.0535067 0.294675 0.263421 -0.163533
internal_count=361931 332372 310854 55904 254950 34826 31750 24824 31067 24837 23401 8961 6474 22760 2487 4544 220124 14440 21518 17120 183480 177835 13688 164147 35667 6078 2083 3995 1141 5645
shrinkage=0.000980392


Tree=5507
num_leaves=31
num_cat=0
split_feature=785 727 1431 728 771 810 795 154 1184 633 590 1053 1181 694 1394 356 1465 784 560 1450 221 1356 914 1188 775 635 14 568 535 83
split_gain=12.5086 11.4221 11.2149 13.8795 15.9114 15.3183 14.9471 14.8352 17.8461 14.2035 23.0352 15.591 16.3591 15.2504 15.4014 14.2333 14.8346 13.6228 15.405 23.3449 14.1694 14.5541 18.7201 16.6089 15.0183 19.0459 20.1187 19.0459 17.5086 17.0821
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 1.4820751525130569 1.1023763779372591 -0.80684465664869354 -0.8181801419303536 0.2689306506430052 2.3599571370725863 0.58895901036483078 -0.19289519929014962 -0.46210949828904108 -0.25671999000933327 1.4699793153186413 -0.43161067717539375 -0.57462309435395464 0.9594655836162902 2.4878740085366204 -0.10640331734405503 1.2539138715794567 1.1703909184639636 1.7367145528016599 0.87391969711277806 0.14901870014849014 1.4770767507691036 -0.29829784254478559 2.1141726811509174 1.0000000180025095e-35 2.2515787223302017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 17 -6 -5 -7 -9 -8 11 12 -11 14 -13 -12 -17 -2 20 -20 21 24 -23 -24 25 26 -19 -27 -26 -28
right_child=2 -3 -4 6 5 7 9 8 -10 10 15 13 -14 -15 -16 16 -18 18 19 -21 -22 22 23 -25 28 27 29 -29 -30 -31
leaf_value=-1.2986474445679357e-05 -3.4799195710413995e-06 7.5500525938926489e-05 -4.8045497658672347e-05 -0.00011074972484499561 -0.00016522305122007805 0.0013035866663570011 -2.7605296920501408e-05 -0.00028902478494373271 0.0010683776803197117 -0.00026508312376447317 1.1725360082454727e-05 -0.00018583189441654627 0.00037288471536077591 -0.00078476283627557401 0.0012375032270259064 0.00013069554653903664 0.00090826636665309018 -2.1658071117824464e-05 -0.00067215529750507571 0.00013311459593505688 0.00016773714678870093 0.00015692974327277944 -0.00083227602180783121 0.00078640224975889744 -1.6436638854979683e-05 -0.00027590948683153506 0.00011480083593996167 0.001005608357328549 -0.00027740835342724573 0.00061792867532969138
leaf_count=12551 157544 17008 51415 16027 4368 64 65125 207 64 397 233 451 657 305 38 156 281 7542 348 318 3878 5075 168 32 5911 1137 8598 47 1703 283
internal_value=0 0.0371317 -0.0120551 -0.00673603 0.00279944 -0.13225 -0.0359175 0.362988 0.0992725 -0.0201256 0.153331 -0.0102545 0.175293 -0.294105 -0.0367191 0.465429 0.667719 0.00593334 0.0450317 -0.285242 0.0515352 0.034685 0.135972 -0.537669 0.011376 0.0467663 0.0669685 -0.219981 -0.0733032 0.135726
internal_count=361931 29559 332372 280957 197287 4703 83670 335 271 67643 2518 1848 1054 794 489 670 437 192584 35040 666 34374 30496 5275 200 25221 17607 16423 1184 7614 8881
shrinkage=0.000980392


Tree=5508
num_leaves=31
num_cat=0
split_feature=785 519 713 507 921 783 1443 762 991 852 657 609 791 746 809 289 1437 651 222 854 797 84 797 965 414 1243 1035 493 1190 305
split_gain=16.7639 14.3312 18.9943 23.1559 21.9903 45.3287 22.0819 24.7034 19.213 22.9456 18.7041 18.2202 18.0402 32.3837 26.3573 22.4813 20.6941 20.3828 19.2466 18.4756 71.5545 19.0904 18.5515 21.8218 22.5969 17.515 18.9463 17.3165 17.6994 18.0454
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.92095852375103993 1.0000000180025095e-35 2.2603408215975165 2.2685729398725978 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 2.014354030516309 -0.87473648844905705 0.63961785378869596 -0.010139945829889745 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 0.1517318052922412 -0.34755022397939389 2.0435551016551368 -0.92372121866922929 0.83417411455051516
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 12 6 7 8 -6 -10 -5 -11 19 14 15 -14 -16 18 27 20 21 -4 25 24 -24 -21 -27 -17 29 -29
right_child=1 -3 4 10 5 -7 -8 -9 9 11 -12 -13 13 -15 16 17 -18 -19 -20 22 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=4.1118324362261417e-05 -1.4868932871177391e-06 3.8371689364570144e-05 -0.00023736190111737324 0.00015060290866243862 -3.1683780218215564e-05 0.00027305320153303222 -0.00012799643584154258 0.00024522435736321475 -1.3531616002207776e-05 0.00034926061943059774 -0.00032662797832864738 -0.00050192193785146555 -0.00029402865325221881 0.00010351674811129949 -4.1913519406908493e-06 -0.00011677384102184355 0.00023711227670778542 0.00028922585650418593 0.00027407234784132951 -2.5131066063618101e-05 0.00026442095219783546 6.9795102177992996e-07 -1.5930590591623151e-05 -0.00017924074018976571 -0.0002208937745344493 -0.00018125532964952394 -5.0150121260978532e-05 0.00054328819656106631 8.0517982826983631e-05 0.0025626999544912646
leaf_count=29559 48226 21518 3481 7248 18167 3076 6926 2064 2666 1804 430 123 5860 10309 28211 20810 1632 775 829 71738 3676 3851 15858 16005 4096 12068 20153 106 636 30
internal_value=0 -0.0149 -0.0195359 0.0187495 -0.0289525 0.0250689 -0.0028956 0.0271342 0.00337756 0.131102 0.128609 0.303131 -0.0385791 -0.00487912 -0.0315022 -0.0989578 0.0125349 -0.0670356 -0.0856518 -0.0534946 0.0358738 -0.108706 -0.0618043 -0.111253 -0.057672 -0.0453225 -0.0974308 -0.103974 0.313767 1.11169
internal_count=361931 332372 310854 55904 254950 34826 31750 24824 22760 4593 7678 1927 220124 69198 58889 29046 29843 23186 22411 150926 11008 7332 139918 35959 19954 103959 32221 21582 772 136
shrinkage=0.000980392


Tree=5509
num_leaves=31
num_cat=0
split_feature=785 728 784 647 590 852 1307 211 980 5 796 1224 772 381 1466 983 672 657 569 703 833 89 554 62 750 1117 666 697 1394 570
split_gain=16.7099 12.668 16.4863 16.4238 37.0302 15.8302 19.9747 18.1757 16.9728 15.6985 15.5495 16.0248 15.6346 16.1374 15.7288 16.8072 16.7928 15.5321 17.3664 19.1197 17.1076 15.7436 15.7791 15.1857 14.7876 14.7078 14.5432 14.4053 14.9342 14.3848
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9594655836162902 -0.87782724458594241 0.58895901036483078 1.0747610123934368 1.3390041783085433 -0.62944366619299574 0.93965787111466315 -1.0821368227570305 0.38087715954262297 1.9980862990756834 -0.28708682036526079 -0.32502189658861175 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 2.2603408215975165 0.069179088922970394 1.2527926291041005 1.5919315457291203 -0.7057993590700341 -1.3074307702299757 0.22553477650581719 1.0000000180025095e-35 -1.2591097148690287 3.1569310267559065 -0.69458738457784952 -0.15650040464754061 -0.4998781572545779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 17 7 27 -8 -9 11 24 13 -12 -14 16 -16 20 19 23 21 26 -23 -19 -3 -6 -4 -7 -29 -5
right_child=1 3 5 29 25 6 8 9 -10 -11 12 -13 14 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.1510426814177704e-05 -1.5284455330378062e-05 -0.00022389608057672586 8.1519546306624372e-05 -5.4931839215802004e-06 -0.00064787574680227899 0.00022050571190547073 -7.5944879338467536e-05 -0.00030179742416013228 -0.0010161210552720162 0.00027350962357550548 0.00094730436876975144 0.00079015295445619585 -0.00031306880592016183 9.8554966145403351e-05 0.00079567454814062025 -0.00059125639567078592 -0.00079125596819899194 -0.00059104989343592253 8.7494424254118937e-05 -0.0013616836921522121 0.00018565872080529279 -0.00031061966440813511 -8.2598060049034532e-06 -3.8349417495293892e-05 0.00033637639421528969 0.00040956754548537617 0.00068353560387618363 -0.00040745324015275516 6.2375071282423322e-05 -7.3269085959929502e-05
leaf_count=29559 190291 2813 6993 32237 93 809 879 281 143 3872 235 157 540 276 229 100 58 449 639 91 2818 1234 22062 480 413 1291 162 561 673 61493
internal_value=0 -0.0144564 -0.00590714 -0.0403806 0.0792978 0.0337043 0.126301 0.16732 -0.195129 0.247869 -0.0401673 -0.137664 0.171639 0.511015 -0.0224553 0.328424 0.589148 0.013456 -0.193334 -0.371405 0.0242973 0.00855452 -0.0200303 -0.28265 -0.170599 0.371482 0.100199 -0.000630679 -0.147287 -0.0500621
internal_count=361931 332372 232437 99935 6205 42146 7218 6196 1022 4153 4821 3383 1438 511 927 387 287 34928 1659 1020 33269 30451 23296 929 3226 1384 7155 2043 1234 93730
shrinkage=0.000980392


Tree=5510
num_leaves=31
num_cat=0
split_feature=131 503 1449 1309 363 130 713 920 337 769 1113 874 631 538 145 864 617 1379 12 1182 1055 1050 416 216 839 1392 705 284 975 875
split_gain=8.2897 12.6858 14.1784 13.2965 14.6585 14.3984 14.5419 19.7498 16.7105 18.5814 18.9979 17.2798 16.0221 16.1592 17.3394 17.1278 16.4963 16.4815 17.5109 20.1516 18.1558 17.1663 15.9487 15.2047 14.9601 14.7468 14.4912 14.0455 13.8924 18.8595
threshold=-1.2826351221583661 -1.0623488931534213 -0.23712334862598275 0.81883784246325297 -1.007273843551957 3.2630020663441712 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.58299528178493532 2.0829335885879536 2.8862926169005396 -0.94936981614972549 1.0226942023247645 -1.3750644691438763 -0.31720521507743832 -0.68588542058594182 -0.68228974393190578 0.24305267423093083 -0.027799201824945458 0.15899588160478484 -1.9714486691900068 1.7688580435359784 -0.25407390898223314 1.0631448784795163 1.7164520956937337 -1.9237646129205119 0.84936053925107691 0.73179840365608251 0.53568775283694692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 27 9 22 11 12 28 14 15 16 -14 18 20 -20 -16 -19 25 -23 -15 -8 -9 -3 -11 -30
right_child=-2 3 -4 4 -6 -7 8 26 -10 10 -12 -13 13 24 17 -17 -18 21 19 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.010148718711790851 0.00013507186576032149 -0.0064271353541325059 -0.0017295254615588536 0.027733822816405219 0.0017407016896850364 -0.021985894076078261 -0.0024106070398068379 -0.0029810073554076806 -0.007124071053364097 -0.01696994952612604 -0.022966258844943334 -0.045083160487496776 0.06219979580350065 -0.00039065316528110621 0.02776985733468685 0.069557113943972099 -0.055663484984697899 0.059709124004581754 0.0058095765397095855 0.094058012375915823 -0.0065883838817194802 0.012768591603750169 -0.018691916881606364 -0.0018345418375141484 -0.039444728625370164 -0.02019982444269873 0.010000322930305576 0.0058978142412079203 0.021160649671132029 -0.048394652052674562
leaf_count=3022 282660 5989 3333 285 6730 833 20249 1996 17352 996 615 327 25 1384 693 112 62 97 77 103 483 1838 1242 3632 196 909 4512 1665 414 100
internal_value=0 -0.027061 0.0801913 -0.0373781 0.057676 -0.0507535 -0.0467159 0.0232481 -0.0696217 -0.0360711 0.0544399 0.078643 0.0907239 0.135009 0.191375 0.883082 -0.0813062 0.165986 0.426827 1.1746 0.305568 0.0996405 -0.0799316 0.0789842 -0.098989 -0.0627202 0.12413 -0.0642256 -0.16029 0.19855
internal_count=361931 79271 6355 72916 7015 65901 65068 14162 50906 33554 11154 10539 10212 8702 7122 199 87 6923 1356 180 1176 5567 22400 5470 1580 21158 6508 7654 1510 514
shrinkage=0.05


Tree=5511
num_leaves=31
num_cat=0
split_feature=526 3 15 1148 224 246 426 1326 942 707 1105 183 1465 1446 1461 873 432 631 641 1145 1212 1386 639 15 1244 1185 1432 273 1258 770
split_gain=8.1107 13.8087 12.3367 11.2355 11.1435 14.3916 17.0873 14.108 16.4213 13.5769 14.773 14.6821 17.1451 14.0962 14.5535 11.9783 16.2324 21.701 17.7075 13.3477 14.4114 13.0135 12.9646 14.1595 14.6225 17.6688 13.9969 16.7045 13.8753 14.5463
threshold=2.3757057381457001 -0.88398020272593125 1.4488028212784896 1.0000000180025095e-35 -0.067680098621722765 -0.72456540159199045 0.31575819790587539 0.80218543016208177 -1.0000000180025095e-35 1.2811878738736195 1.0619975873978234 2.1048725497348464 -0.32159838348241315 0.9837901503785399 -1.0000000180025095e-35 0.45120890067825536 0.53514094648954413 1.4929880659098635 0.3277373057927932 1.0097750263760514 0.27908802249394044 0.37625148072740094 0.14569604544071899 -0.24323850124686588 -0.955570051789988 0.46483933817260775 1.0000000180025095e-35 -0.72923767214477919 -0.50192374640769588 0.41476109322146909
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 9 6 7 -6 -9 11 13 -3 -13 -11 -15 16 18 -18 22 -20 -21 -19 26 -24 -25 -26 -7 -28 -29 -30
right_child=1 4 3 -5 5 15 -8 8 -10 10 -12 12 -14 14 -16 -17 17 21 19 20 -22 -23 23 24 25 -27 27 28 29 -31
leaf_value=-4.3861422708156502e-05 0.0024265772140253184 -0.015748792502986848 0.097862285478349562 0.0077870489022957142 0.021696760954119789 -0.016421168848612815 -0.030439387841449533 -0.0029090850032824586 0.13807637749620894 0.0031526861889912788 -0.055093180285150124 0.10285317081222328 -0.016756097249597042 0.017001678532454344 0.11521775288831244 -0.020807134078179787 -0.032907061170144941 -0.00038954934032820973 0.017244901460175228 0.037806078990621855 0.16366092591647782 0.12117543090215083 -0.025601274743503225 0.12387881951656801 -0.004562200151998843 0.10457009440615342 -0.030977086964163097 -0.020913283110578339 0.077534971045802759 -0.02163072025563488
leaf_count=349156 3594 4117 46 50 314 1116 124 26 31 281 90 30 43 68 38 774 746 55 548 60 24 28 92 32 119 29 119 54 86 41
internal_value=0 -0.0767294 0.0821112 1.00796 -0.136972 -0.0292111 0.425238 0.695393 1.80799 -0.23581 0.243869 -0.287676 0.804367 0.450026 1.23891 -0.0924807 -0.00824745 -0.441218 0.0992906 0.514029 1.56323 1.00106 -0.0535939 0.526341 0.946922 0.532938 -0.163152 0.330307 0.738728 1.13699
internal_count=361931 12775 3690 96 9085 4418 495 371 57 4667 477 4190 73 387 106 3923 3149 829 2320 632 84 83 1688 272 180 148 1416 300 181 127
shrinkage=0.05


Tree=5512
num_leaves=31
num_cat=0
split_feature=785 1465 1458 489 873 1468 357 1452 1469 541 1468 559 432 1243 0 496 416 768 598 840 1449 1042 1244 347 624 80 338 846 224 1097
split_gain=8.09549 9.50181 12.6748 13.5072 12.2313 12.7632 11.7674 11.1279 13.9726 12.9578 12.4905 11.896 11.7555 11.3189 17.9724 12.9864 11.3551 11.9569 12.4708 10.836 11.5063 12.2236 10.8296 13.8209 11.4921 14.0114 10.5892 13.7901 13.3033 12.8401
threshold=-0.86283290253235112 -0.47452119297694806 -0.23643646033011245 -0.22562423596131712 1.0000000180025095e-35 0.38892790084257617 -0.53453893520076989 0.85148356494928035 -0.14610534581980375 1.3659504366457669 1.1169629351287809 -0.1495893211171343 -0.82942776078230318 -0.57927309412453065 0.89008092506696024 0.92279553149472315 1.3257286748036605 1.2026019002871917 1.4758881072408609 1.7020110805607496 0.79506610846124859 -0.52441442576800457 1.6034777908125004 -0.87413492167643703 1.6501060082215782 1.2519534668999615 -0.98257908251360637 -0.94003134853769332 -1.2286850523973083 -1.2571877020351898
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 22 -7 8 12 -9 13 -12 -4 14 15 -10 17 18 19 20 -15 -22 23 -6 25 -25 27 -3 -29 -28
right_child=-2 26 7 -5 5 6 -8 9 10 -11 11 -13 -14 16 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.0083159989430495445 -0.00030494073797743157 -0.032774099212859849 -0.016136837223364797 -0.011133498361053663 0.020753032184768372 -0.022969906558536701 0.028596475694241542 -0.0050043489429570818 -0.013861941231602913 -0.055016367526837945 -0.061545285204892067 0.00020332758537992758 0.013874367893276066 0.012983342825510417 0.032338203597997717 -0.066840232422263932 -0.026732425842370483 -0.07860436200514398 -0.0431891075587666 0.043184654695652414 0.0405252771215074 -0.047640611503920703 0.030063899312296596 -0.02178404064645547 -0.057997305713000796 0.028181706570401067 -0.0066031372127803552 0.025852289222255714 -0.0035535244469762882 0.0052479395542076885
leaf_count=1338 332372 211 184 2594 117 75 223 686 417 80 87 74 2045 1019 90 80 124 21 68 139 28 88 65 683 97 73 1301 202 2505 14845
internal_value=0 0.0335842 -0.0221214 -0.102243 0.0110344 -0.143344 0.283743 0.0575266 0.100672 -0.201419 -0.0280775 -0.636626 0.227784 0.020313 -0.253217 -0.436044 0.125631 0.186252 0.212424 0.257685 0.184905 -0.51676 -0.260145 -0.322719 -0.422733 -0.328225 0.063758 -0.0653328 -0.0221871 0.0861288
internal_count=361931 29559 10495 5265 2671 1333 298 5230 4464 766 2235 161 2229 2074 587 497 1487 1363 1342 1274 1135 116 1035 970 853 756 19064 2918 2707 16146
shrinkage=0.05


Tree=5513
num_leaves=31
num_cat=0
split_feature=129 1096 1254 42 1458 71 490 561 795 9 898 1326 710 494 877 110 80 905 913 1288 1121 1121 251 113 565 690 1193 1392 1305 898
split_gain=7.99893 10.5294 13.92 12.8994 20.704 19.8254 16.3577 18.5374 15.3418 15.6771 14.4389 15.0868 18.0849 16.0577 14.2331 14.2244 14.1531 13.803 13.4443 12.9777 12.8426 14.002 12.6018 16.8632 13.2382 15.6342 13.5331 15.8568 18.0594 19.6034
threshold=1.0000000180025095e-35 1.3185420132932633 -1.0168361721769752 -0.48153393212293699 -0.62628273508940724 -0.25939158075128166 0.30707053755445907 0.036550787695701657 1.0000000180025095e-35 -0.95699797994593816 0.84212107635296274 -0.21888217142158858 0.4942948747401511 -0.03899795959027394 1.2197224513443858 -0.58260933651309244 -1.1323827857785169 0.22978911984600894 -1.0443921453082332 1.0000000180025095e-35 -1.1201014108415339 -0.36327918290078792 1.0000000180025095e-35 1.0000000180025095e-35 0.57102746631496937 0.92342773183507398 1.1453276261940004 -0.35825185613618049 1.0000000180025095e-35 -0.39563059382848575
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 22 -3 4 18 8 19 15 9 -6 14 16 13 -13 -5 -8 -12 -15 -4 20 -7 -22 23 -2 -24 26 -26 -28 -29 -30
right_child=1 2 3 10 5 6 7 -9 -10 -11 11 12 -14 17 -16 -17 -18 -19 -20 -21 21 -23 24 -25 25 -27 27 28 29 -31
leaf_value=7.7898798163988331e-05 -0.0013925538890173089 -0.011570092726042733 -0.016656225199852479 -0.001577188965512729 0.040722017585572173 0.067554854221416327 0.075618061316454419 -0.053925435378411039 -0.042771504963764466 -0.01222345385350861 0.095286555981379292 -0.031798932433457702 -0.028991539447411785 0.12197273038867368 -0.040190849967001757 -0.0060569615471672443 0.024385757032839402 -0.030760952243597334 0.042462027158053889 0.050188479977768354 -0.027927944627711906 0.024364517044866557 -0.0067566509084654022 0.011491971161553106 0.00082729381559220976 -0.017577535056664519 -0.0037112722940582637 0.019195370988240618 -0.0011510984650195482 0.11892737767818995
leaf_count=313844 18993 1172 80 2029 123 39 43 146 215 453 62 55 190 37 251 127 230 20 435 233 127 199 15815 1925 3815 711 271 201 29 61
internal_value=0 -0.0349535 0.0690408 0.123517 0.267174 0.122424 0.356917 -0.172368 -0.215833 0.0185673 -0.00120498 0.392508 -0.0673848 0.897816 -0.0963699 0.316574 0.829816 1.72345 0.694678 0.566283 0.285834 0.0987924 -0.0500085 -0.00249157 -0.0951512 0.0147523 0.0678623 0.443601 0.80668 1.6683
internal_count=361931 48087 6266 5094 2220 1705 914 316 791 576 2874 594 302 112 2280 170 292 57 515 598 365 326 41821 20918 20903 5088 4377 562 291 90
shrinkage=0.05


Tree=5514
num_leaves=31
num_cat=0
split_feature=785 519 588 575 713 507 921 783 1443 762 991 852 689 609 657 839 1458 695 924 833 1368 460 1457 10 1452 842 564 1111 428 700
split_gain=13.9391 11.9206 15.731 16.3702 15.0436 20.6032 20.5453 41.4877 21.8216 24.2568 18.7763 22.6823 18.5133 18.0777 17.1032 17.0979 16.9298 16.7731 18.8673 18.2367 17.641 17.5805 16.6794 16.5848 16.6958 18.3706 16.5369 16.4399 16.1724 17.7347
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0941628986121894 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.92095852375103993 1.0000000180025095e-35 0.86385367930994306 2.2685729398725978 -0.80522708219444705 2.778493016390716 1.5460827014339922 2.1097569808217282 1.8999064755685127 -0.80201290801470704 0.70892277612114496 4.3297121247051882 3.1272900881009673 -0.23034647385973939 0.87536296575290062 0.68527619142772489 0.21241405573474154 1.8910022628952046 1.1694999102415931 0.98156068608587577
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 15 14 8 9 10 16 -12 -7 -13 -6 -2 -8 18 20 28 -16 22 -22 -19 25 -25 -26 -17 29 -20
right_child=1 2 -4 -5 6 12 7 -9 -10 -11 11 13 -14 -15 17 27 -18 23 19 -21 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=3.8759856601283313e-05 -7.0544333832869945e-06 -7.0286595482729503e-05 0.00014852798615944753 6.3971831595418044e-05 -8.7393823702914452e-05 0.00016300557772281162 -4.5552635284272887e-05 0.00026482035494914286 -0.00012416283737854656 0.00024659852922795611 -1.0866363933016904e-05 0.00035035428182310493 -0.00012929771512533027 -0.00049824642913947757 -4.2796878926091177e-05 0.00044793402922127236 0.00025413519797349009 -4.7154812960643366e-05 0.00027045724266630045 2.8155653570909412e-05 8.3425185283272796e-06 0.0016956716041951424 0.00049587171627748648 -0.00027757339069878467 0.00054220955296430768 -0.00085101150315261597 -0.00071904613415999007 -0.00080055948995326237 0.00070554487990478999 -0.00046695905224128256
leaf_count=29559 47545 7439 4398 9681 36644 6396 17242 3076 6926 2064 2666 1804 1282 123 128480 615 925 3128 1362 11704 35319 42 306 1723 236 463 95 66 316 306
internal_value=0 -0.0123988 0.0369375 0.00649282 -0.0166328 0.017455 -0.0250298 0.0272549 0.000473978 0.0303531 0.00677701 0.133187 0.121078 0.304389 -0.0343484 -0.00168584 -0.0285572 -0.025627 -0.0216305 0.0622648 -0.0291284 0.0149851 0.0134816 -0.161559 -0.327318 -0.414866 0.204883 0.352241 0.28319 0.168965
internal_count=361931 332372 21518 17120 310854 55904 254950 34826 31750 24824 22760 4593 7678 1927 220124 48226 18167 183480 177835 13688 164147 35667 35625 5645 2517 2186 331 681 1984 1668
shrinkage=0.000980392


Tree=5515
num_leaves=31
num_cat=0
split_feature=49 1438 1181 1450 1450 21 1458 1455 1323 1461 1124 1449 1463 1454 1449 286 1464 55 1453 1457 1457 21 1454 126 1459 1465 1469 1462 1454 1458
split_gain=7.96059 12.0384 16.4019 11.6857 27.5843 36.9667 39.579 24.7681 26.3292 23.9315 20.3493 19.5393 19.1544 24.7641 23.9697 20.9238 20.7418 20.3923 18.6256 31.55 68.122 38.541 31.9235 35.9652 31.5856 32.8278 30.5331 30.126 36.1076 33.9565
threshold=1.1349154245379338 5.0272563409093776 0.95332492134899383 -0.28900078866492313 -0.2485810560534433 0.2439032738895319 -0.052322186247877135 0.35881941651261778 -1.2452954414720929 0.50752949210513465 -0.75321615304017941 0.54666235280553288 0.11958884464899855 -0.71584950188157126 0.66825084082819164 -0.3499745745050053 0.38951608599244769 3.1467007441384443 -0.20662850366848182 -0.46146795777112848 -0.43873611265764639 -0.32341995197817647 -0.63228822985738853 0.70880289725806289 -0.040536099660644052 0.54043294952030163 1.7579949543862765 5.1927706197595649 0.50933602050530713 0.85330044472369659
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 5 7 10 9 -9 -5 -7 -1 13 16 -15 -16 -13 -14 19 26 21 -21 23 24 25 -22 -6 28 29 -20
right_child=-2 2 -4 4 18 6 -8 8 -10 -11 -12 12 17 14 15 -17 -18 -19 27 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012405358833774073 -0.001709745360031171 -0.044957806648060442 0.074289773212166801 -0.0030320350593605657 -0.0028407446548992547 0.027942442646376492 0.03230600190831643 -0.068930735352200109 0.01667047011175439 -0.036177289466701866 0.002056458334233346 -0.0041710816392332324 -0.0038428247532852657 0.018080928594080968 0.0092870169450966263 -0.00049422830224598918 -0.049580954290405016 0.054054355344865468 0.004816080379281302 -0.041437230101537742 -0.014274392589252916 0.035189458549617525 0.0015918086827649087 0.0078349023391015502 0.0030281822432908076 0.015376091324160575 -0.020078543824889623 0.026929875074676674 -0.0032516926733478836 -0.0069678427753048777
leaf_count=130404 46442 277 22 2245 28582 440 1075 74 1146 438 1961 1974 6013 2043 5574 6254 203 70 36127 185 8119 905 56180 2405 2793 557 1862 502 13371 3688
internal_value=0 0.00164717 -0.637138 0.0019873 0.015842 0.156672 0.312415 -0.0221739 0.25677 -0.165907 0.145225 -0.0132431 0.0507885 0.093307 0.127877 0.0878439 -0.151773 -0.060819 0.00908774 -0.0101333 0.0174544 0.575958 0.00768486 -0.100039 -0.162378 -0.240734 -0.0741458 0.0441059 0.0378932 0.0741165
internal_count=361931 315489 299 315190 162655 7379 3476 3903 1220 2683 2401 152535 22131 16048 13871 11828 2177 6083 155276 101588 71144 1090 70054 13874 11469 8676 30444 53688 53186 39815
shrinkage=0.05


Tree=5516
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1229 648 704 813 650 566 1443 645 973 580 518 416 553 1046 294 402 288 1385 211 1374 732 1034
split_gain=13.1123 11.6108 16.6996 19.9849 20.553 35.1302 19.977 27.0135 29.4444 19.7015 19.7434 19.0834 17.8758 17.263 16.9153 16.1878 17.2488 16.1763 16.0948 16.5123 15.9451 15.762 15.6459 15.6369 15.6211 17.3895 18.0565 15.5185 17.915 15.8374
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 2.1641256470006294 1.6923072129381651 2.1059719136688364 1.593744732512876 1.0999280683389623 -0.3520936843062038 1.0000000180025095e-35 1.0794040238867422 0.90571909922259353 -0.70113916377037711 1.7490811357031759 0.16985015458546293 2.9541164636104842 -0.50339469727679276 -0.57319514928694903 -0.34654998321194436 -0.66177662735578835 3.2946899365908435 0.11467517756427571
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 -6 11 -8 9 10 -9 27 15 -5 23 16 22 -12 19 -14 -10 -21 -2 -7 25 -19 -27 28 29 -4
right_child=1 -3 3 13 5 14 7 8 20 -11 17 -13 18 -15 -16 -17 -18 24 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.5892667262671089e-05 6.4928279093342294e-05 3.4255338970062471e-05 -4.1924797477570681e-05 -6.8189213139774405e-05 4.854564034573946e-07 0.00027606584291045696 -8.9022628905748445e-05 -0.0002640595685406825 0.00065312937822654688 0.00022633231629715127 -3.2230700594127106e-05 0.00010672266116686088 2.0509103821820234e-05 0.00010320905451966399 -8.8493612662204316e-05 9.2766576709674427e-05 -5.7861576563557687e-05 -0.00024724542135648621 0.00039170113386811873 0.00042427114971623333 0.0001967224045375393 -0.00078356796536111536 -8.2796162361494364e-05 -0.00062860286778001454 0.00013672534767020339 0.00024352476695840554 -0.00012351921650007256 -2.3169346152271185e-05 -0.00054243280625083739 -0.00013781360833555321
leaf_count=29559 15424 21518 25528 82198 18652 4134 11003 2150 430 2316 13658 3837 4478 3066 840 7761 24809 1628 857 821 1435 69 4964 85 8405 1455 1606 52529 601 16115
internal_value=0 -0.0137676 -0.0179439 -0.0271344 -0.0129546 0.0488451 -0.024309 0.0186998 0.0515119 0.0318383 0.0134248 -0.0430807 0.0166206 -0.0610728 0.208666 0.00272004 -0.015136 0.0276141 0.133083 0.0817803 0.310227 0.356579 0.0324521 0.262257 0.0846866 -0.0336059 0.0706561 -0.0503721 -0.0856806 -0.0802718
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 31218 28902 98610 59183 85264 5059 52958 45197 26752 6225 5368 1865 890 20388 4219 13094 4689 3061 94773 42244 41643
shrinkage=0.000980392


Tree=5517
num_leaves=31
num_cat=0
split_feature=872 698 252 1106 296 1459 429 696 1047 1373 1451 982 865 942 333 977 114 25 956 705 1316 821 899 1390 282 355 762 148 1381 143
split_gain=7.95911 12.2157 9.97538 9.00742 10.3529 9.37217 12.9731 9.19701 8.98915 10.5779 9.57557 10.3064 8.93174 8.34283 14.19 15.2664 15.2034 15.3459 16.4979 14.5731 18.8661 14.6333 14.5232 12.9619 14.4967 12.9401 12.6143 12.9092 15.2377 12.9697
threshold=4.1871115912412558 1.4136776495022072 4.0491599997098691 2.3992048575958229 -0.72332962516298938 0.81408597034709362 0.29246836017072109 1.1538550379591352 -0.56773671855784447 0.55446281419859778 -0.3696754656029177 -0.055289601656492264 1.0000000180025095e-35 3.1241105236897999 2.3349286005830807 -0.95659956617949082 2.9346334192326506 -0.91710841593159886 0.77329238403481038 -1.0200773692725849 0.14394376995871114 -0.41690327315909087 0.47779746702070452 -0.16323537590300483 -0.5075850345492211 1.4666197441446984 1.7577789396026715 -0.51391660565305064 -0.0020529503129816081 0.30338114001561245
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 8 7 -7 -6 9 -2 11 -10 -5 -1 15 -15 19 -18 -19 20 21 -17 23 24 -21 -25 27 28 29 -24
right_child=1 -3 -4 12 5 6 -8 -9 10 -11 -12 -13 -14 14 -16 16 17 18 -20 22 -22 -23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00021668214305667571 -0.0017081941994580984 -0.033954189500309234 -0.059252131644323171 -0.0061572829344486227 0.02842470241883532 -0.050488152406441805 0.030733449477356692 -0.024576566437870602 -0.082407406687067572 -0.095958460184710034 0.029219330360672143 0.024027623933186484 0.050369861853435109 -0.023563853689942071 -0.033476283577210095 0.03624156911042737 0.045755168005996244 -0.021007995631672501 0.048269007601925734 0.015415734443452371 -0.048837536009096467 -0.022342088531906095 -0.010786240406866486 0.025476573824391842 -0.021621162060932547 -0.050831687305178119 0.033599165592973344 0.02238557850166752 -0.044975395901243741 0.030947213447055356
leaf_count=357339 33 75 23 43 414 54 44 46 27 32 65 20 138 204 115 100 44 447 42 187 107 97 196 297 342 32 488 648 83 149
internal_value=0 0.193532 0.261259 0.297218 0.186582 0.333775 -0.289194 0.466088 -0.284816 -0.992963 0.0727231 -0.720535 0.732231 -0.00302569 0.0995691 0.123143 0.156965 -0.174 -0.29513 0.220901 -0.227039 0.161229 0.274929 0.048824 -0.161202 0.380923 0.394465 0.265155 -0.0297491 0.161342
internal_count=361931 1014 939 916 735 558 98 460 177 65 112 47 181 360917 3578 3463 3259 533 489 2726 304 197 2422 858 529 329 1564 1076 428 345
shrinkage=0.05


Tree=5518
num_leaves=31
num_cat=0
split_feature=785 519 713 930 921 783 1443 762 848 1028 990 852 777 657 695 924 833 1368 460 1457 10 1452 842 564 1458 840 1459 699 1463 1458
split_gain=13.1669 11.8732 16.9476 22.6697 21.1314 44.7833 21.763 24.2214 21.0719 20.3872 18.8 18.2845 18.2274 17.5889 16.7042 18.6939 17.9386 17.2612 17.4722 16.7285 16.6254 16.7244 18.3821 16.5795 16.4911 16.4102 16.4034 20.9533 20.5795 20.9262
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 3.5086024243106082 1.0000000180025095e-35 0.65656536832909496 1.0000000180025095e-35 -0.79402034679008671 -0.80522708219444705 2.1097569808217282 1.8999064755685127 -0.80201290801470704 0.70892277612114496 4.3297121247051882 3.1272900881009673 -0.23034647385973939 0.87536296575290062 0.68527619142772489 0.21241405573474154 1.8460070869938618 -1.1417976629809778 -0.32303709040653633 3.0911051050642997 0.093599294775546141 -0.48054573248838922
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 13 6 7 10 -5 12 24 -12 -2 -4 15 17 -17 26 19 -19 -16 22 -22 -23 -6 -26 27 28 -15 -30
right_child=1 -3 4 8 5 -7 -8 -9 -10 -11 11 -13 -14 14 20 16 -18 18 -20 -21 21 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=3.7527755742754898e-05 0.00018420587636625496 3.6326713832140571e-05 -8.8551186085755935e-05 -3.0170412187802622e-05 -4.3456761461471085e-05 0.00027433215069837713 -0.00012455907853821721 0.00024584219207989812 0.00037862898263065788 0.00014053812291075788 1.8208150315647135e-06 0.00027943640993027011 -3.1354554019655407e-05 -0.00011157301595995232 -4.7029032615599457e-05 0.00027518406731116677 2.7741250925980146e-05 7.5943820367661736e-06 0.0016892142781262868 0.0004957353773931769 -0.00027776908799333406 0.00054250494892874837 -0.00085121563265097284 -0.0007194251491665489 -0.0012058648415733098 0.00036904231984197244 -1.8589373695730791e-05 0.0004095035281864003 -0.00012758057746908866 4.7379926057693225e-05
leaf_count=29559 2471 21518 36644 30444 17539 3076 6926 2064 623 10344 2604 1940 12022 39876 3128 1984 11704 35319 42 306 1723 236 463 95 50 627 70854 513 6082 11155
internal_value=0 -0.0121928 -0.0164172 0.0197724 -0.0253264 0.0276874 -0.000146802 0.0296942 -0.0218537 0.0722195 0.00614559 0.132724 0.00983868 -0.0347765 -0.025931 -0.0219424 0.0615542 -0.0294058 0.0142247 0.0127258 -0.161552 -0.327464 -0.415097 0.20484 -0.0291765 0.301945 -0.0437727 -0.0756867 -0.0803737 -0.0117899
internal_count=361931 332372 310854 55904 254950 34826 31750 24824 31067 24837 22760 4544 14493 220124 183480 177835 13688 164147 35667 35625 5645 2517 2186 331 18216 677 128480 57626 57113 17237
shrinkage=0.000980392


Tree=5519
num_leaves=31
num_cat=0
split_feature=51 843 227 608 903 844 424 1322 978 1392 138 1117 765 16 1449 982 341 550 1431 1312 1392 1181 74 350 1184 1331 486 885 702 835
split_gain=7.95031 13.6321 17.3107 16.8027 18.4964 18.6017 17.739 17.7085 18.0941 15.5883 15.7811 15.4764 17.7139 15.1978 14.7702 14.731 15.4727 14.6265 13.8537 15.9863 14.4567 14.2555 21.3444 18.37 17.9439 15.8695 17.3738 14.212 13.9717 15.8477
threshold=1.0000000180025095e-35 -0.5299201206899441 3.9451008048209544 1.6529830500154947 -0.30769928577620503 -0.5854012687011747 -1.3328799299452541 -1.5928868465183335 1.0676511865828999 -1.304316858170621 2.5197230747848152 1.4900727387275003 -0.41338708206329716 -1.378480783189173 -0.58194587055856717 -0.34757276763500528 -0.39812310024353242 1.8608810491523793 -0.69841165295377261 -0.59776485524229506 3.0243454669273118 2.0993564151948956 -0.67766729040138907 -0.24473457557673092 -0.16363498280219108 0.093891384638394068 -0.61439469619048348 3.5474713574483379 1.4681559148904004 1.4838506808560767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 6 15 -5 -7 13 10 -3 -2 17 -9 -8 16 -6 -13 19 -11 28 27 25 -24 -25 -23 -27 -20 29 -21
right_child=1 9 -4 4 5 7 14 8 -10 18 -12 12 -14 -15 -16 -17 -18 -19 21 20 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00029570194524668073 -0.002628804959167068 -0.011882128044133553 -0.037088365479439965 0.059737336535368481 0.042266173417490158 -0.071622536430187816 0.011971638705151444 -0.057851637280067827 -0.04232944604076766 0.0074942271623791301 0.041535570201513695 -0.0046734839496674081 -0.022257693948439818 0.046958475700200786 -0.018604874803067533 -0.015507425312732789 -0.0022664743247842569 0.060276000298980496 -0.00098575788830073362 0.00076435149387657627 0.046607803135545106 -0.021636648001764076 0.0031219322261800252 0.0037445385490776101 0.04261667123103248 -0.043230817629922189 0.039827741765733837 -0.035339200825906476 -0.010442983734306301 0.02301494914928226
leaf_count=223819 38606 2995 326 47 164 25 312 23 33 6344 86 1290 1576 391 664 307 249 35 66892 13566 87 465 675 227 395 62 135 170 1495 470
internal_value=0 -0.0177698 -0.0569877 -0.0529746 0.139633 0.326712 -0.0944436 0.652166 0.736723 -0.0018057 -0.198571 -0.0669049 -0.25185 0.855089 -0.167781 0.083244 0.36208 -0.0336288 0.00331378 0.0536195 0.0122737 -0.0149454 0.177049 0.334053 0.593158 -0.186773 0.38602 -0.0216552 0.0066803 0.029891
internal_count=361931 138112 44048 43722 2215 1192 1023 472 447 94064 3081 41507 2901 414 976 720 413 1325 90983 21962 15618 69021 1959 1297 622 662 197 67062 15531 14036
shrinkage=0.05


Tree=5520
num_leaves=31
num_cat=0
split_feature=815 1154 1367 766 885 1092 1460 746 976 1315 1450 1450 263 1450 276 961 1469 1450 324 1227 557 1043 1236 659 784 283 1085 956 481 1341
split_gain=13.7837 39.432 19.6466 22.0867 19.8682 19.1235 19.6742 26.3273 20.9379 19.2786 18.666 21.9918 18.2055 18.877 17.8262 20.1608 17.456 16.4785 16.3917 16.1817 16.164 16.3493 16.1397 19.6363 15.9447 18.1528 16.4638 18.4104 17.8288 17.8246
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2625121106897048 6.1053019920877674 1.0127093791323547 0.099810043912261961 2.6418189434053163 0.97354859761593471 -1.0304886759107676 -0.40458312552186665 -0.15751379913150657 3.611231359429866 -0.55579718119573385 -1.0546333881570982 3.1692968419848038 -1.2673214316849539 3.2179195832630856 1.0000000180025095e-35 0.45217487547399066 0.30024748613035462 0.46274963598649138 1.311984619942725 2.2359170208873898 1.0000000180025095e-35 -1.1532811599354174 0.65345832377966362 1.8798048064557757 0.77880964072084458 1.0383730684710419
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 16 24 7 -7 9 -8 -11 -12 -9 -14 -4 17 19 -16 -3 -1 -20 22 -22 -24 -2 -26 28 29 -27 -28
right_child=5 18 3 -5 -6 6 8 12 -10 10 11 -13 13 -15 15 -17 -18 -19 20 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-5.6528514870128287e-05 1.1881955395587903e-05 2.0492282600071765e-05 -0.00023287394315622942 -0.0002464540106133533 0.00059426367558399742 4.1362752767840298e-05 -0.00038020802268089936 -0.00047596507519422591 0.00046235727904189174 6.3974091933132478e-06 0.00052477112285174619 0.00013086107263476159 0.00049934663240712603 -0.00026709085029130687 2.6619361128019013e-05 -0.00059531872667294313 -0.00012958382273254345 0.00061041185633689619 -9.372004660799721e-05 0.00030660822319197683 0.00016814286992970027 -0.00012684081006060434 -0.0002946452931982535 0.0018025740950986843 7.7788808134351723e-05 -4.1114182393093975e-05 -0.0001633595114418749 0.00032774358196038247 8.2646356753072689e-05 1.0875186869848114e-05
leaf_count=2221 92579 65683 2244 3315 144 17761 340 756 759 2458 847 1953 205 387 18429 573 52944 221 17043 807 3992 2084 819 33 7027 44375 11802 462 5929 3739
internal_value=0 -0.028283 -0.0771141 -0.0203821 -0.111248 0.00172848 0.0548025 0.0206058 0.155224 0.109751 0.1402 0.256654 -0.264798 0.0097393 0.0047054 0.0261114 -0.11562 0.0361893 0.00247966 0.0518544 -0.05277 0.0409574 0.116957 -0.221847 -0.00808995 -0.033566 -0.0453016 -0.108538 -0.0243216 -0.121986
internal_count=361931 170552 80898 24782 56116 191379 25466 19109 6357 5598 5258 2800 1348 592 21467 19223 55972 18650 89654 3028 23971 6928 4844 852 165913 73334 66307 16003 50304 15541
shrinkage=0.000980392


Tree=5521
num_leaves=31
num_cat=0
split_feature=614 1373 1030 1453 1453 1457 294 1372 1470 621 1464 1461 1453 795 712 706 588 854 797 784 707 771 966 513 593 83 1370 9 1175 1456
split_gain=15.9976 18.7778 20.0715 20.5102 21.159 23.3867 20.4075 19.1545 19.0464 18.2972 18.0185 17.5151 17.2448 17.3757 22.0953 21.2993 20.5694 19.5999 47.5355 20.8086 19.191 19.1331 18.5555 18.3363 19.8517 18.1198 16.8887 17.5123 21.288 17.1467
threshold=-1.0625654336828987 -1.2601938093385081 0.99422031274767553 3.3620603879665567 5.5477399240790328 0.4301736276701606 1.1887139829833562 1.0000000180025095e-35 -0.23105878706461638 -1.2308222589759519 0.33722957473813192 1.5692664354072514 3.1908772890973043 -0.29258408639884992 1.0000000180025095e-35 1.5724059030450566 2.250834115212506 -0.87473648844905705 0.63961785378869596 0.9594655836162902 1.1444830449553465 0.78989268862989193 2.1986369141678463 0.5265745529457686 -0.58017643881618097 -1.2804501244637023 0.70223084764880606 1.707719249046068 -0.17540389822243427 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 12 8 10 11 -7 -5 -10 -6 -4 13 14 15 -3 25 18 23 21 -20 -19 -17 -15 -25 -16 29 -28 -29 -2
right_child=1 2 6 4 5 7 -8 -9 9 -11 -12 -13 -14 17 16 22 -18 19 20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-4.2245629658898947e-05 5.3580710246184132e-06 -2.7483910157388737e-05 -5.1606780344148308e-05 -0.0001557649275395311 0.00070683097387412011 -0.00073528926428169275 -0.00023206681667933954 0.00037383006172140535 0.0010601258372319533 -0.00069282903647457461 -9.9754449250226129e-06 0.00018711297005774368 0.00049191142284135941 -0.00011609455976252204 -0.00020996221878771083 0.00015132759538165038 0.00022638266074919439 -1.5607333811550309e-05 0.00020203010787676328 4.4401076549424647e-05 0.00065316586002250236 -0.00010421608842334104 -0.00053555379695075325 -0.00030954216728291923 0.00029723757364467245 5.9880014610145751e-05 -0.00016923583971887378 0.00039149762020100707 -0.00034656797677310656 -0.00014457535628454603
leaf_count=91156 24276 31871 24950 1839 297 237 4351 107 31 661 340 1827 297 4513 1470 5326 3256 57883 3519 20225 423 15740 242 308 1043 46784 11278 853 412 6416
internal_value=0 -0.00330494 0.00416187 0.0115191 -0.15835 0.114691 -0.058124 -0.368412 -0.269354 -0.616713 0.3546 -0.0334276 0.0146013 0.0136813 0.0367282 -0.0058778 0.0660855 -0.00595105 0.0856627 -0.0162677 0.257701 -0.0344043 0.127523 -0.0459825 0.166918 0.0541531 -0.0532543 -0.138603 0.162064 -0.0230325
internal_count=361931 270775 227540 196412 3512 981 31128 344 2531 692 637 26777 192900 192603 88949 37439 51510 103654 9806 93848 3942 73623 5568 5864 1351 48254 43235 12543 1265 30692
shrinkage=0.000980392


Tree=5522
num_leaves=31
num_cat=0
split_feature=1078 789 900 491 359 632 1466 458 285 350 899 155 139 288 1260 949 496 1262 1408 1113 562 549 498 1032 50 125 1291 188 1470 1178
split_gain=8.02477 11.2185 16.022 18.4809 15.7929 18.3303 15.3563 15.2234 20.1425 19.5366 15.953 15.3102 15.9295 15.188 15.0522 15.1606 14.4013 14.1806 14.1068 21.5216 15.4381 14.565 14.1739 14.0901 13.9716 16.4337 19.0758 20.296 18.9992 17.721
threshold=1.0000000180025095e-35 1.1248358748350926 1.7038626030879909 2.4855199008622759 0.40809526325602713 0.26251240136469139 0.4267932804440957 1.0000000180025095e-35 0.55785149549301571 0.45590156826751188 1.7927110322658526 2.6829290183099417 -0.054239146140572153 2.1530523900475123 -0.80569639300972551 2.3258764828800063 0.90932366412793342 -0.4286157032780839 0.86526967358160645 -0.83044846173659115 -0.763458525856898 -0.37738911992820184 0.4496503469837384 -1.0769412657368138 1.4829784501753427 1.0000000180025095e-35 2.3812033167488225 1.0000000180025095e-35 -1.3664195657027294 0.18043294467522045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 4 5 7 17 8 9 10 11 14 -13 -10 -3 16 23 -4 -6 -20 21 -21 -23 -16 25 26 27 -1 -27 -30
right_child=-2 2 6 -5 18 -7 -8 -9 13 -11 -12 12 -14 -15 15 -17 -18 -19 19 20 -22 22 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0030221935778338097 -0.0014211236448080835 0.027818662845338571 -0.030081849850605774 -0.01861063186946136 -0.0030399374582488325 -0.0036037166157489343 0.0052266299403745178 -0.00037018963565168584 0.021313376896112773 -0.0075625138566834593 0.094540295399944629 0.11472007870337786 -0.017989108965080765 -0.071033277682467186 -0.013463643407855233 0.047234043226485257 -0.014591694984252702 -0.0073049212697223215 0.011102175884085939 -0.055506590727042143 -0.041244369489280119 0.033641419134181623 -0.053632968311481011 0.010244989533573194 0.003000001733864614 -0.015071273558915438 -0.012549496848899762 0.00061058277822822961 -2.8646792567390417e-05 0.0027042226843336584
leaf_count=53232 71586 408 735 819 9604 6958 458 5953 1511 1296 25 31 22 28 470 99 565 793 222 55 508 103 34 1995 21388 881 3156 50548 81534 46914
internal_value=0 0.00241604 -0.0377317 -0.0247921 -0.0155769 0.0246237 -0.239296 0.0777319 0.155343 0.0857257 0.173963 0.160315 1.38577 0.395402 0.141818 0.0872501 0.0571797 -0.359822 -0.0854385 -0.364183 -0.584262 -0.055262 0.308867 0.129816 0.00775559 0.00196573 -0.0228826 -0.0177294 0.0178711 0.0202181
internal_count=361931 290345 32692 30706 29887 19361 1986 12403 6450 4911 3615 3590 53 1539 3537 3129 3030 1528 10526 922 700 192 137 2465 257653 236265 106936 103780 129329 128448
shrinkage=0.05


Tree=5523
num_leaves=31
num_cat=0
split_feature=785 519 713 507 921 783 1443 762 991 852 689 657 609 839 1458 924 833 1368 460 1470 1455 764 1111 1459 699 1463 1458 1167 1454 1041
split_gain=15.6001 13.9992 19.1877 23.496 23.1889 43.8441 21.8264 24.1354 19.1289 22.8243 18.7766 18.4136 17.8753 17.2319 17.1251 16.5616 18.5932 17.5259 17.4843 17.1434 16.9612 18.1706 16.4009 16.3765 21.3321 20.5114 19.6589 25.817 20.1551 19.9706
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.92095852375103993 1.0000000180025095e-35 0.86385367930994306 -0.80522708219444705 2.2685729398725978 2.778493016390716 1.5460827014339922 1.8999064755685127 -0.98246098241750812 0.70892277612114496 4.3297121247051882 0.86093751738940238 1.2831308907880747 0.58132013844063801 1.8910022628952046 -0.32303709040653633 3.0911051050642997 0.3173969485259408 -0.48054573248838922 -0.37779302995283986 1.3763541472649148 0.71078129777763965
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 11 6 7 8 14 -10 -5 -4 -11 -2 -6 17 -17 23 19 -19 -21 -22 -15 24 25 -13 27 -27 -29 -28
right_child=1 -3 4 10 5 -7 -8 -9 9 12 -12 15 -14 22 -16 16 -18 18 -20 20 21 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=3.9291931038941317e-05 -6.7022420982354769e-06 3.7850453309811941e-05 -9.3576478410712846e-05 0.0001717902187854349 -4.7152545917971295e-05 0.00027062332403135698 -0.0001253786170964279 0.00024464199759617237 -1.1359001475242025e-05 0.00035037395774122423 -0.00012270115743435127 -0.00011205062523545892 -0.0004913675606017994 0.00044916484417544228 0.00025401186055418662 0.00031643378223944246 2.0597255463651487e-05 2.9453504807942319e-05 0.0016784244308539161 -0.00011193500222295902 0.00076128973171941342 -0.00070181118800050134 -0.00079585795451416461 -2.5932247779566411e-05 0.0004068547913675719 -0.00028843410668689761 -1.8875393669265607e-06 -1.0501637985063045e-05 0.00077064079128811712 0.00026436548880459605
leaf_count=29559 47545 21518 36644 6396 17242 3076 6926 2064 2666 1804 1282 45244 123 615 925 1410 12779 28918 42 7580 169 53 66 73107 513 2665 6962 1911 147 1980
internal_value=0 -0.0147901 -0.0193727 0.0191005 -0.0288385 0.0266638 -0.000850619 0.0290038 0.00551789 0.13302 0.129758 -0.0387193 0.304638 -0.00130922 -0.0301062 -0.0296763 0.04744 -0.0366133 0.00668786 0.00523 -0.0930959 0.475228 0.353649 -0.0508629 -0.082253 -0.0868416 -0.00618053 -0.137189 0.0762674 0.0576163
internal_count=361931 332372 310854 55904 254950 34826 31750 24824 22760 4593 7678 220124 1927 48226 18167 183480 14189 169291 36762 36720 7802 222 681 132529 59422 58909 13665 4723 2058 8942
shrinkage=0.000980392


Tree=5524
num_leaves=31
num_cat=0
split_feature=614 939 1449 1258 212 699 1373 363 1181 706 1251 1134 834 844 1454 1463 1449 1466 181 1466 1193 264 1059 483 595 124 402 1030 1461 705
split_gain=8.05213 14.4446 14.4463 14.7006 17.1442 15.7406 12.7394 16.089 17.9688 16.5238 15.1397 19.4262 15.0267 16.6247 14.6671 35.9775 30.8584 29.5634 24.79 22.1025 20.4804 17.1154 16.9984 16.0858 15.3643 16.4454 15.2578 15.1643 18.1955 16.8098
threshold=-1.0625654336828987 1.4307804817950061 0.21823915298615523 0.38835387050069486 0.55350298218632898 1.099994972457518 -1.2601938093385081 0.080862752429511117 -0.077248175728850413 -0.64713769403355748 0.77874767628393193 1.0445639817206116 0.45319263363348367 -0.8407708178858686 -0.91909735138557946 -0.37812388882570003 -0.016736665957810089 -0.27546937187240134 1.0000000180025095e-35 0.43316319964305666 -0.53368481803894474 3.0032700312607088 0.65457156073916922 0.93089464625391682 1.0000000180025095e-35 2.0390078795600584 1.660375914071057 1.4217378407974357 1.5692664354072514 1.3183739815888758
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 10 -9 -10 -2 -12 13 -13 15 16 19 18 23 21 -17 -8 26 -18 25 -22 -21 29 -29 -16
right_child=6 2 -4 -5 5 -7 14 8 9 -11 11 12 -14 -15 27 20 17 -19 -20 22 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0018040013728293433 0.0016790661598677708 0.00011610304704461783 0.012135049032884059 -0.012218842525630125 0.031224289270455174 -0.023474246455958605 0.022064933449682703 -0.010227234684947592 0.010840451373795534 -0.0046145114797613599 -0.0070645184704058719 -0.015652151270573098 -0.012214162057517852 0.024026728457776227 0.00027815317392704763 0.0087442734086934943 0.0016321137644678642 -0.050332824789105772 0.040521711592171814 -0.046282830624307561 -0.0044213641539798433 -0.080273635582581562 0.05386198038845913 -0.043310464136345629 -0.036311619953197538 -0.057978970599077896 0.032709743025538966 -0.0039168661473260478 0.0089391422429553648 0.0041324762800311211
leaf_count=83177 19168 3425 2422 1406 577 149 2608 8337 1353 4410 8679 203 381 704 179907 1092 724 188 197 212 1676 24 36 146 401 100 38 23168 1780 15243
internal_value=0 -0.0252874 0.0819701 0.00318471 0.0807514 0.455754 0.00311384 -0.0382908 -0.1149 -0.0107921 -0.005821 -0.0904049 0.174041 0.328235 0.00927873 0.110724 0.245886 -0.0616977 0.072777 0.369532 -0.0821682 0.425542 -0.312324 -0.0922307 -0.222302 -0.139442 -0.590781 0.00595045 -0.0565707 0.0117171
internal_count=361931 91156 7979 5557 4151 726 270775 43235 14100 5763 29135 9967 1288 907 227540 7442 4173 1255 1067 2918 3269 2632 286 870 2177 1776 250 220098 24948 195150
shrinkage=0.05


Tree=5525
num_leaves=31
num_cat=0
split_feature=652 844 430 214 967 346 627 1251 421 282 491 363 1119 24 996 896 631 906 353 73 452 222 659 141 357 1244 213 706 897 221
split_gain=7.92128 13.0046 15.7846 14.8726 14.4676 16.5838 17.4449 18.0631 19.5886 15.0615 14.912 14.8004 16.4732 14.0314 15.3764 13.6189 13.5566 13.5242 13.3999 13.3268 13.5662 12.7358 13.4297 16.2218 15.391 15.1521 15.06 16.2309 13.0704 13.0415
threshold=-0.55024281929118113 2.4471121278670656 1.3198912271323791 -0.79086376478026799 2.5862980517224403 -1.0929694825912653 1.1255741370053181 0.48404947619034527 1.5386414202133849 1.5821484143178206 -0.25890812198306584 -0.13219895867175538 0.1661639022113395 2.2235778879888186 0.53552968903568543 0.73822046824604237 -1.2663851902378991 0.14567425359634112 0.69757898687811593 -0.8004271788651286 -1.0000000180025095e-35 -1.0072550584818576 1.0000000180025095e-35 2.1600803459125726 1.2092716919181556 0.71618888110062573 1.2797318863267109 1.2053607556682431 0.80641502928063347 -1.053532419761458
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 13 -4 16 -6 9 8 10 -7 11 -8 -13 18 19 -11 -2 -9 21 -15 -21 28 24 29 26 -26 -23 -28 -3 -24
right_child=1 2 3 -5 5 6 7 17 -10 15 -12 12 -14 14 -16 -17 -18 -19 -20 20 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00066046863581344139 -0.0082868648673963038 -0.00092136235283340378 0.01654942113930663 -0.023268940572248945 0.023022334786436699 -0.014800072782726163 -0.020527716118733427 0.077671882927893565 0.08636696348998027 0.02680134667797936 -0.032044704228063298 0.0028886540631650362 0.12342396306803163 0.072026345341872133 0.07549582243567024 -0.050861888913186395 -0.00042693058539500369 -0.010866844040782102 -0.005912003097339703 -0.029137055487095394 0.051993645993783644 0.02783985934137306 0.05146731525466082 0.063233856198914459 -0.031398164751768064 0.054154790071666528 -0.029165891565256105 0.037833483702148174 -0.058842893498689798 -0.0022578703041906427
leaf_count=115594 3683 505 183 555 285 4306 80 94 35 254 240 39 26 31 67 74 231418 54 1034 108 37 1291 92 48 166 32 155 63 103 1279
internal_value=0 -0.010557 0.103654 -0.242139 -0.0133292 -0.153754 -0.191229 0.240572 -0.0337387 -0.250723 -0.215338 0.415754 1.21673 0.150552 0.68268 0.306623 -0.0107599 1.04134 0.119788 0.285885 -0.0786867 0.189267 0.244767 0.0674596 0.383852 -0.276024 0.46028 -0.110222 -0.176615 0.01086
internal_count=361931 246337 5749 738 240588 5487 5202 568 420 4634 385 145 65 5011 243 328 235101 148 4768 176 145 3734 3126 1419 1707 198 1509 218 608 1371
shrinkage=0.05


Tree=5526
num_leaves=31
num_cat=0
split_feature=519 858 712 933 582 369 140 413 142 1147 785 728 921 783 1443 852 735 86 1041 507 126 1040 395 1011 912 677 279 906 81 515
split_gain=12.1885 16.655 18.0686 15.4742 15.9388 13.9061 14.0466 13.6305 13.4871 13.3052 12.9429 15.5679 20.7256 43.5563 21.0325 24.6054 23.3872 19.7446 18.5187 18.2389 17.9796 18.891 18.3215 23.4918 18.6779 17.6942 23.1235 25.9769 23.3118 21.6282
threshold=2.1420547332082829 1.0825608069246189 1.0000000180025095e-35 0.68806224955729689 1.0844420916666788 1.106599526467509 2.5551795015913492 1.0000000180025095e-35 -0.92047785898879286 2.3776019160615971 -0.86283290253235112 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.593744732512876 1.0747610123934368 2.2560756724538602 1.4680215992272687 1.8123759085271225 0.65809631222906606 1.0000000180025095e-35 -1.1794202161759346 0.66415532897360485 1.0000000180025095e-35 2.2119996560828836 1.0000000180025095e-35 0.90021767535612629 1.7509498666909258 -0.56170696776896245 1.4353143596930875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 5 6 7 -4 -9 -10 -1 19 20 14 15 16 17 18 -14 -12 22 -22 24 -24 25 26 -13 28 -28 -27
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 11 12 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 29 27 -29 -30 -31
leaf_value=3.2649968332165339e-05 -1.7873747219469167e-05 -0.00011808615759971096 5.2862389065656851e-05 -3.8292314631775012e-05 0.00035319257224708718 -0.00015961819970460256 -0.00065703592465778571 0.00055921223316148557 0.00021127545910361873 -0.00065913312201759504 -5.0505744452221301e-06 -0.00015876865209475823 -2.9039489682744004e-05 0.00026936578925946684 -0.00012467099716901602 0.00016926418938347708 0.00023543344392703018 -0.00029761145302185021 0.00034291494154102493 9.4950867246818078e-05 -0.0001759029574025661 -4.6971462882735744e-06 3.0890425705269447e-05 -0.0001096217040709274 0.00016924425616775477 -7.1563805820487573e-05 -0.00016792609909615917 -0.00051540799949750641 0.00014751664124210798 7.9908104712763737e-05
leaf_count=27544 8863 2809 3225 2322 1604 743 104 514 3248 101 48652 37840 16106 3065 6902 4478 1520 1655 728 10531 5182 85487 22000 8282 1760 42338 2679 787 4464 6398
internal_value=0 0.0386255 0.0602278 0.114196 0.154134 0.115577 0.145143 0.156423 0.244692 0.193535 -0.0135774 -0.018342 -0.027215 0.0256141 -0.00213605 0.0275397 -0.00947264 -0.0351404 -0.0129167 0.0150143 -0.0366576 -0.0118486 -0.0572186 -0.00918959 -0.0770107 -0.0824923 -0.127661 0.000609956 0.0451144 -0.0531616
internal_count=361931 23533 20724 11861 9539 7935 7192 7088 3863 3349 338398 310854 251671 34454 31389 24487 20009 18489 16834 59183 217217 90669 126548 30282 96266 94506 45770 7930 7143 48736
shrinkage=0.000980392


Tree=5527
num_leaves=31
num_cat=0
split_feature=43 614 540 489 1467 624 285 924 153 212 1465 1385 777 691 697 769 1117 1459 210 144 909 565 207 902 973 205 1262 968 761 1325
split_gain=7.95363 10.9141 12.7284 15.3627 15.8279 13.9185 13.1894 13.1475 12.7108 11.7972 11.7748 11.6363 11.7453 14.2266 16.9589 12.1676 11.6021 11.404 14.0981 11.3568 17.1768 14.1702 16.8707 15.3043 18.9745 16.0872 15.8102 15.1012 15.0423 14.9411
threshold=1.0000000180025095e-35 1.096557219065641 0.99026637822014563 -0.7078676000993892 -0.47257196248993327 0.087361940716057754 -0.91722037317253513 -0.90818138340876675 1.8670401896066502 0.97644735787945114 -0.12547148469317193 1.057280682779308 -0.0070465649352207419 0.82987394853261154 -0.43099849743994101 -0.81829748527355706 0.34680430737748713 -0.13718307876099847 -0.31957467234409992 0.40077617082026662 2.4040715245911142 0.57102746631496937 0.32148021077648853 -0.65928563889581382 -0.097370235162373489 1.8575263907553554 2.481961084379253 -0.55254550112873513 2.8837462578749089 -0.55455500343429764
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 5 4 10 9 -7 -8 -9 11 -4 -3 15 14 -14 -13 -6 -5 -19 21 -21 22 -2 25 26 27 -25 -24 -26 -23
right_child=1 2 3 17 16 6 7 8 -10 -11 -12 12 13 -15 -16 -17 -18 18 -20 20 -22 29 23 24 28 -27 -28 -29 -30 -31
leaf_value=0.00013270338347984938 0.00072108800213558212 -0.016902199481687866 0.084175045425564088 -0.04921163368139421 -0.056897389898214468 0.027592387480679732 0.026959870130743538 -0.0077792218562291616 0.083475914190798875 0.012892965875636181 -0.007688096777092342 0.026389813174005697 -0.0028928622021561151 -0.060557238443406707 0.11111395924233675 -0.036810636341765797 0.051722629386872533 0.012857681240232836 -0.046883989728735857 -0.0042804503178925056 0.015804102790301811 0.010274998863357324 -0.0058808483987764365 0.003828418032410596 -0.011382258971765081 0.029787411775026158 -0.044010413941336285 -0.027590929615871191 0.062078969022149932 0.00078170241593983846
leaf_count=287154 24989 2292 34 287 69 310 250 1381 26 300 31 89 45 27 44 150 20 123 101 20754 655 4143 1329 4061 3744 100 150 1354 33 7886
internal_value=0 -0.027417 -0.139443 -0.447277 0.205199 -0.0879949 0.0834101 -0.0169111 -0.119189 -0.205918 0.928 -0.268272 0.195509 0.883226 1.30121 -0.16768 -0.591903 -0.651864 -0.260246 -0.0182223 -0.0704116 0.00400058 -0.0238727 -0.112175 -0.0577412 -0.298473 0.0513858 -0.351192 -0.206618 0.0780252
internal_count=361931 74777 5579 665 154 4914 1967 1657 1407 2947 65 2647 355 116 89 239 89 511 224 69198 21409 47789 35760 10771 7988 2783 4211 2683 3777 12029
shrinkage=0.05


Tree=5528
num_leaves=31
num_cat=0
split_feature=815 1154 774 512 561 418 1176 697 1453 1457 1109 958 973 1023 1193 841 1457 2 291 423 1039 774 639 570 1450 138 1242 1316 14 1325
split_gain=7.94883 27.4073 15.0057 14.5845 17.0498 16.5953 14.7987 14.4466 18.7133 17.9753 15.9647 16.0954 22.1552 17.0994 17.0429 18.2928 15.9318 18.2665 16.2782 15.2012 22.1332 15.7537 15.1514 15.0006 15.5295 14.9662 14.9467 19.8083 15.1092 14.7619
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3902398249741756 1.0000000180025095e-35 1.8547906298300847 1.293149369157947 -0.12390096167809413 -0.93525549892115734 0.62153978536180354 0.27908675490004514 -1.5265722435308244 1.0000000180025095e-35 1.0306907539031613 1.6466969136823597 0.42988636301099664 -1.3784109266505813 -0.54905437150794734 -0.4136974824902212 -0.66302477895904299 0.41892756519579388 -0.15501595905561225 -0.60409081099908546 3.8842556159725277 -0.1983029813814596 3.3746299758982263 0.077783986159568386 -0.24152817825925552 -0.20530447935082238 1.9696755756383186 0.8889976663221556
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 8 16 25 -9 12 -12 14 23 19 17 18 -4 -16 -21 -22 -19 29 -25 -10 28 -28 -14 -13
right_child=-2 -3 3 4 -6 -7 -8 10 9 -11 11 13 26 -15 15 -17 -18 22 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.011460258570082878 0.00035977990592036266 0.00049908281916093014 -0.022689072944448611 -0.0088840164138483148 -0.020009262068514194 0.0070482171997287698 -0.0019272880547032195 -0.030343556610883934 0.012924914458689502 0.031573820351033503 -0.00010538207003129001 0.011744607802414802 0.0024045219607475242 -0.013676357507208343 0.014156038076527792 -0.0044567568041703805 -0.015452252225362909 -0.012363809078411368 0.028590383296207569 -0.019858303941928959 -0.056268635646141367 0.19108753209191001 0.11931504956372577 0.002037432414699608 0.071621520415497894 -0.019964053958819863 -0.003396490314296053 -0.033217871084671967 -0.076529156998517534 0.03505588297951278
leaf_count=6123 191379 89654 195 14202 2389 3424 12014 488 511 303 20044 3295 1270 832 232 3625 3527 1021 465 33 21 47 24 3791 41 441 818 1211 45 466
internal_value=0 -0.0157089 -0.0568215 -0.0480985 -0.0988907 -0.0829232 -0.104947 -0.0178685 -0.132351 0.144352 0.00332386 0.00853105 -0.0316317 0.0889727 0.117405 -0.0395708 -0.205064 0.00295956 0.353844 0.73396 1.90752 3.11186 -0.20912 0.18798 0.0632069 -0.0463001 -0.257463 -0.418995 -0.0166169 0.301264
internal_count=361931 170552 80898 74775 32029 29640 26216 42746 6487 1255 36259 35771 23388 12383 11551 3958 5232 1705 660 333 101 68 1045 7593 3832 952 3344 2029 1315 3761
shrinkage=0.05


Tree=5529
num_leaves=31
num_cat=0
split_feature=614 1373 1030 294 1453 1453 1457 1372 1464 1470 621 1453 1370 9 1175 1456 1177 1456 760 974 481 615 287 1124 75 704 795 712 706 588
split_gain=14.8337 16.0516 17.7554 20.0446 17.9849 19.1321 22.9565 18.911 17.3577 17.322 17.64 16.7874 16.3976 17.1368 20.8753 16.6277 20.1632 19.6229 17.7743 19.5366 16.4024 16.6439 16.0564 16.024 15.9609 16.3667 15.9565 21.6469 20.9665 19.655
threshold=-1.0625654336828987 -1.2601938093385081 0.99422031274767553 1.1887139829833562 3.3620603879665567 5.5477399240790328 0.4301736276701606 1.0000000180025095e-35 0.33722957473813192 -0.23105878706461638 -1.2308222589759519 3.1908772890973043 0.70223084764880606 1.707719249046068 -0.17540389822243427 1.0000000180025095e-35 1.330258535826035 1.5571501639310992 -0.97425371435744701 -0.16583582456836196 2.3025960977601807 -0.59108387774323179 1.7827644798454763 2.7322439979524917 -1.2687112183454581 -0.24729554537372936 -0.29258408639884992 1.0000000180025095e-35 1.5724059030450566 2.250834115212506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 4 24 11 9 8 -8 -7 -6 -11 26 15 22 -15 16 23 20 -18 -20 -17 -22 -14 -2 25 -4 27 28 -3 -29
right_child=1 2 3 -5 5 6 7 -9 -10 10 -12 -13 13 14 -16 17 18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-7.7757874624465118e-05 9.6061500768726694e-06 -6.5889838713610233e-05 -0.00010945790401663147 -0.00026299175227726898 -0.00018280867087664196 0.00066382316083844176 -0.00076449866734444626 0.0003371036483200128 -4.2997271149637582e-05 0.0010247709031474309 -0.000696972467353567 0.00044748991203488281 -0.0001786899670787187 0.00035168397920711024 -0.00037459875974977624 -0.00033439227498366429 0.00019852453085984596 3.7704104064456903e-06 -0.00050823244792218237 -9.0664262537012676e-05 -0.0004569198841708004 0.00092695090051495574 -0.00066181399595441023 -0.00038784655402479497 -8.5443336273043104e-05 0.00031926073395972603 -4.3289167032490932e-05 1.393086405876766e-05 8.5267520782005026e-05 0.00018416797416911617
leaf_count=91156 19962 31871 1005 4351 1839 297 237 107 340 31 661 297 10768 853 412 4020 526 2198 1668 1434 101 97 510 686 24505 1267 103654 48254 5568 3256
internal_value=0 -0.0412391 -0.034332 -0.0925539 -0.0273998 -0.186596 0.0738689 -0.402901 0.313683 -0.291972 -0.622789 -0.0245261 -0.0871575 -0.170721 0.124943 -0.0575041 -0.029549 -0.179285 -0.213693 -0.296266 -0.296794 0.370011 -0.204162 -0.00198407 -0.0681799 0.13649 -0.02543 -0.00332043 -0.0453239 0.025839
internal_count=361931 270775 227540 31128 196412 3512 981 344 637 2531 692 192900 43235 12543 1265 30692 24276 6416 3628 3102 4218 198 11278 20648 26777 2272 192603 88949 37439 51510
shrinkage=0.000980392


Tree=5530
num_leaves=31
num_cat=0
split_feature=785 728 519 728 921 783 1443 762 650 990 852 791 746 809 289 651 1437 1324 917 578 493 1190 15 767 956 757 873 854 797 84
split_gain=14.5186 12.1113 10.8797 16.5672 18.8381 43.3882 20.521 23.6978 18.3226 18.1883 17.4057 17.3517 29.5621 24.2533 21.2457 20.737 20.2981 18.4945 18.4117 18.6591 17.8632 23.7409 17.1131 16.586 16.5011 19.3955 18.6741 16.3558 69.4951 19.007
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 1.6923072129381651 0.65656536832909496 1.0000000180025095e-35 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 0.70036819076278212 -1.2149334638529161 1.1070026357714988 2.0435551016551368 -0.92372121866922929 0.27152336588760845 1.2728766368511575 1.0000000180025095e-35 2.7932316895974547 1.3467136707454657 -0.87473648844905705 0.63961785378869596 -0.010139945829889745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 11 6 7 9 -2 -6 -11 27 13 14 -13 20 17 18 -15 -20 -16 -22 -17 -19 25 -7 -26 28 29 -5
right_child=2 -3 -4 4 5 24 -8 -9 -10 10 -12 12 -14 16 15 22 -18 23 19 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-9.7443722610619489e-05 2.7000752931415196e-06 5.3685399409231673e-05 3.2949621311884617e-05 -0.00023999875691858565 -3.2495858611882324e-05 0.00020952575966004999 -0.00012509759484464754 0.0002415738807994587 0.00013213252237893988 -1.722114735174489e-06 0.00027132000138793168 -0.00028658018123975452 0.00010177786107638328 0.00044429504308174389 -9.4607170611417772e-05 0.00057734956554412499 0.00023680354816798166 -0.00014035447119185922 9.7153791868635508e-07 0.00028461594794881227 0.0012334360417420175 7.2617937098697346e-05 -0.00010724570596933516 0.00035850234657618585 0.00029306704469322914 -0.00050791781601649882 0.00086796974875644108 -5.7333281799415625e-05 0.00026057740876374357 1.2705071948017443e-07
leaf_count=3396 52958 26163 21518 3436 17978 1486 6902 2025 6225 2565 1919 5765 10171 592 21336 461 1630 6083 19385 1488 135 649 304 329 1019 206 354 138027 3633 3793
internal_value=0 0.03942 -0.0135611 -0.0176045 -0.0267626 0.0236241 -0.00406666 0.0252597 0.0168274 0.00185081 0.1274 -0.0357713 -0.0024689 -0.0281474 -0.0936166 -0.0624634 0.0143158 -0.00256505 0.0313698 0.0197907 -0.081452 0.339295 0.305602 -0.113206 0.27255 0.128177 0.453936 -0.0505708 0.0342707 -0.110147
internal_count=361931 29559 332372 310854 251671 34454 31389 24487 59183 22462 4484 217217 68328 58157 28650 22885 29507 27877 21465 20873 22120 784 765 6412 3065 1692 1373 148889 10862 7229
shrinkage=0.000980392


Tree=5531
num_leaves=31
num_cat=0
split_feature=785 713 1036 210 1179 632 1258 578 653 1439 776 1049 434 1325 828 1 10 1461 1260 1457 1454 86 14 694 89 1320 219 767 907 278
split_gain=8.28943 9.5078 9.46531 11.2642 11.504 10.7489 10.1278 9.4227 9.85818 11.6894 12.0954 11.2234 11.0963 10.6522 11.86 11.3761 9.99957 9.71619 12.6327 12.6648 12.1756 12.5572 11.8966 11.4757 14.1074 12.8257 14.7224 13.4586 13.1867 13.155
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.77126990415116425 -1.147889707012314 -0.61817118226565082 2.279716963366909 -0.43795170207894929 -0.87905496296652397 1.4216543509230546 1.0000000180025095e-35 -0.91577903196548316 0.33383879578599623 -0.24788309975469816 2.6292806070841022 2.4043974048115762 -0.38106824432770409 -0.48275950498655901 0.36266233291310784 -0.80569639300972551 -0.29043123479038785 0.83666458647197584 -1.0072501802694205 -0.12321192336727486 0.30530701267678179 -0.4291598143478606 0.45799735151880266 0.94570159244594831 -0.5257733168925417 -0.51782207007345538 -0.10068959829285697
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -6 8 13 10 -10 12 -12 14 17 -16 -13 18 19 -3 21 -20 23 24 25 26 27 -23 -27 -28
right_child=-2 7 5 -5 6 -7 -8 -9 9 -11 11 16 -14 -15 15 -17 -18 -19 20 -21 -22 22 -24 -25 -26 28 29 -29 -30 -31
leaf_value=0.091545767820817942 -0.0003416629164939697 -0.07506122433674034 -0.009638969249059855 0.00074561096864239835 -0.050824614733406485 0.036620724261562342 0.046253649083480515 0.0015086797552659088 0.062349214316491208 0.047699006251310197 0.052675586045538327 0.01059386019877946 -0.029119075411162688 0.052597577884062878 -0.11247407969451116 -0.0088228861984336743 -0.10153591056405542 0.018391776873821798 0.029808499264120349 0.0011862637256605775 0.024188677757602414 0.056455913836417793 0.0074696565437612052 -0.044557562220777426 0.0070803765627941431 -0.00082521634614591719 -0.093513587521199815 -0.016500430331650672 -0.10232044400869689 0.02215435256156811
leaf_count=36 332372 64 2512 459 33 62 42 22981 41 166 47 20 46 69 22 38 29 639 170 69 375 46 821 128 403 25 44 105 47 20
internal_value=0 0.0333437 -0.0966009 0.179102 0.864032 -0.163653 0.249722 0.046302 0.160089 0.530378 0.103273 -0.225448 0.251335 0.118322 0.0984036 -0.899989 -1.16744 0.119584 0.0483186 -0.692027 0.0883075 0.0122561 -0.0510809 -0.244814 -0.130835 -0.521864 -0.234213 0.153368 -1.34184 -1.17782
internal_count=361931 29559 3144 570 111 2574 75 26415 3434 349 183 142 93 3085 3016 60 49 2956 2317 133 2184 1809 1639 818 690 287 215 151 72 64
shrinkage=0.05


Tree=5532
num_leaves=31
num_cat=0
split_feature=785 728 647 590 852 1238 923 850 140 1077 735 140 150 710 1467 689 980 1470 330 491 934 1394 702 150 555 1255 637 898 906 351
split_gain=12.6766 12.47 16.0809 36.3184 15.5849 21.7937 22.5232 29.1115 22.2267 20.6262 17.5838 16.9393 20.0264 16.6358 16.2747 15.9065 16.7662 16.5031 16.4685 16.2196 18.6764 16.157 19.135 19.8553 16.0419 15.8469 15.3312 16.7837 15.4872 15.2245
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.17334222901426247 -0.86449023226567734 0.6190413382504959 1.8790564127931246 4.2406324835638474 1.356718709411544 0.056961987048755554 0.80001238754797444 1.1870562211658833 3.2089320700182484 1.0000000180025095e-35 1.7011711996532954 -1.3664195657027294 4.6982212610491674 -0.18953869328555326 1.49738043113866 0.77579938520900538 -0.53792894511989753 -0.49248697249442197 -0.52715049943618508 0.3710772719079331 1.4943574423382835 -0.25462090988376379 0.20329953201512105 2.116766141447274
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 29 14 6 7 13 9 15 -10 12 25 26 -2 18 17 -17 19 20 -8 -21 23 -23 -18 -9 27 -6 -29 -3
right_child=1 2 -4 -5 5 -7 8 11 10 -11 -12 -13 -14 -15 -16 16 24 -19 -20 21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.4015000206618392e-05 -2.2867025639496477e-05 -1.840574281730595e-05 -4.9168239006033939e-05 0.00035983950099478015 -0.00035838601276063308 -4.3422420006843776e-05 -0.00012833547227090046 -0.00023194738253209056 -0.00026661338036148885 -0.0010884718929235738 0.00014275686291264451 0.00060114573840837327 0.00062614305064737834 0.00037190350768077972 0.0001507751238362654 -0.0004275873787695377 0.00027245126981201431 9.8335809921391008e-05 -0.0017864467973739068 5.0203137185885736e-06 0.00014751948247209473 -0.00055921594567941147 0.00029122435832727999 0.00021842224630849174 -0.00024448681584081193 0.0004441838185492025 0.00060100316644467956 0.00035463322397189288 -0.00053471137801587218 -0.00095172864247958363
leaf_count=29559 155734 4684 93730 1384 844 22962 6928 453 2037 85 610 776 305 405 2490 267 352 23336 29 8889 1419 308 1874 306 1185 214 121 380 128 137
internal_value=0 -0.0148522 -0.0405708 0.0778317 -0.0063668 0.0201922 0.0433554 0.204352 0.0303233 0.0416398 -0.167449 0.391795 0.204257 0.0111553 -0.0200245 0.0435461 0.0794233 0.0940667 -0.00373029 -0.00149206 -0.0800358 0.0496074 0.197946 -0.143878 -0.135319 -0.00444557 -0.102981 -0.173838 0.144531 -0.0405064
internal_count=361931 332372 99935 6205 232437 74213 51251 3626 47625 44978 2647 1748 972 1878 158224 44893 25140 23603 19753 19724 8347 11377 2488 614 1537 667 1473 1352 508 4821
shrinkage=0.000980392


Tree=5533
num_leaves=31
num_cat=0
split_feature=728 659 972 1329 821 112 1312 563 703 692 705 1368 706 1043 1090 245 566 1321 218 767 418 691 352 356 1173 503 1325 975 214 661
split_gain=8.135 11.2306 11.5259 13.2426 13.0721 17.9786 16.1013 15.769 16.3151 15.7476 14.9764 15.4095 14.8095 14.7014 14.4498 14.4429 19.6381 14.1092 16.458 15.316 14.9466 16.2549 15.4892 14.4779 13.9155 15.1092 21.0256 13.9045 15.1833 13.7774
threshold=1.0000000180025095e-35 0.62821384419828064 1.4079901579600185 -0.93934838684949884 -0.72370887929751782 2.2718117149406565 0.17533550444247756 1.9757293484619793 2.6828659576691489 2.4305495817850997 1.0999472070578602 2.7867186816414384 0.60081580704760873 -1.1207814247701269 2.189391661784525 2.2215055911166384 0.36154833376448681 -1.104423337521858 1.6302266513109489 2.4206703726142518 -0.88291208153917855 -1.0701519698821265 -0.90161253280015463 0.18688190722321027 0.15324652692053198 -0.53496571431084239 0.31959633547377675 -0.61926017665581623 0.29657561796716597 2.10296687293074
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 6 10 8 9 13 11 -6 -9 -1 17 -7 -17 18 20 -19 21 -12 -22 27 -16 -26 -27 -21 -29 -13
right_child=-2 -3 3 -5 5 15 -8 12 -10 -11 14 29 -14 -15 24 16 -18 19 -20 23 22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0065764606278651827 -0.0011319412828948814 -0.0016160846267091703 0.011696844180074521 -0.0030065110361138445 0.0018413180598898429 -0.0082036033911809438 -0.0005626212986302282 0.013331364259228085 0.017581803513536214 0.013525841021318411 -0.066329625271424331 -0.011057181947078065 -0.020117946926058453 -0.00087305172147340664 -0.031325677188104417 0.00033335993578639464 0.085788706412659496 0.0068977301132550697 0.037980707696737594 -0.058401935994836555 0.010156564892243196 0.022229418761775178 -0.024050430573015365 0.015980018194892108 0.055908028651308339 -0.047505633015343357 0.048167068813776109 0.0091757231070220286 -0.062517420446937491 0.035918547642150016
leaf_count=10894 109090 41024 929 17715 71999 4699 34985 1754 597 965 28 1578 267 45891 298 157 51 16946 91 119 211 260 816 126 56 96 42 125 52 70
internal_value=0 0.00352937 0.0102791 -0.0459428 0.015528 0.0271093 0.0314251 -0.0160696 -0.0238913 -0.0285943 0.0462486 0.0318993 0.194351 -0.0343649 0.1015 -0.13225 0.526219 0.110819 -0.112972 0.127386 -0.184879 0.264434 -0.322151 -0.281637 -0.296644 0.176967 -0.262031 -0.551465 -0.185362 -0.176664
internal_count=361931 252841 211817 18644 193173 132805 127898 60368 58347 57750 92913 73647 2021 56785 19266 4907 208 18774 1406 17368 1315 288 1027 422 492 194 138 296 177 1648
shrinkage=0.05


Tree=5534
num_leaves=31
num_cat=0
split_feature=785 727 561 1113 986 904 1053 300 355 379 404 184 637 270 1201 572 762 878 341 11 1308 1102 281 78 285 1245 1391 285 80 130
split_gain=12.1188 11.8515 11.0911 13.5384 15.6799 16.8329 15.0185 18.0735 15.9638 15.9072 15.7373 16.8633 17.7706 15.4227 15.3937 16.5783 17.3471 15.4448 15.2638 15.5174 16.858 20.1509 17.1227 15.0234 15.8219 16.3012 15.0056 14.8168 16.5413 15.528
threshold=-0.86283290253235112 1.0000000180025095e-35 0.048699383522880162 2.1275675754313657 -0.16738708826214824 -1.1810488401903609 -0.38242512451761579 0.66750466041236212 -0.22625162720926512 -0.54991921176105274 0.76881834321921005 1.384368771371848 -1.0715480726147362 1.0000000180025095e-35 0.34509048099012679 -0.43326018702175073 2.7333272328924072 0.66426471340353599 -0.6888464262984979 -0.29004206129291604 1.303403189393942 0.29387110962939933 0.27459244816748007 -1.3936587381146894 -0.56562790036732158 0.29362693586383554 1.2744099953670427 0.8690310403895839 -1.6957149773454103 1.7243530357355066
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 5 -5 10 27 13 -10 11 -4 -13 -9 15 16 -12 18 23 -20 21 -21 -23 -17 -25 -26 -19 28 -8 -29
right_child=2 -3 3 4 -6 -7 7 8 9 -11 14 12 -14 -15 -16 17 -18 26 19 20 -22 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=-1.5437136433011395e-05 -2.0242551250634144e-06 7.4771958855156725e-05 4.1204084171807478e-05 -0.00054768667437586464 -0.00033363755170139899 3.5404278948477197e-06 0.0002565073391593794 -0.00012578202760793586 -5.4314435128448229e-05 -0.00031989254496312596 -0.00030141939899178729 -0.00049163915589314051 -5.1877760836178949e-05 0.00015501392906799733 6.5422663245451031e-05 0.0017291873557748138 0.0018126550158393342 0.00025942035986567486 -3.0823812708346631e-05 -0.00064874581530994927 0.0007835259349466407 -0.0002828368075097545 0.001231501717567399 -0.00031165284156817164 0.00045706598958929044 -0.00022909863007342113 -0.00075584353572127286 -8.6074714430257808e-05 -1.9475738806163141e-05 -0.00048066255670024994
leaf_count=12551 198251 17008 36175 440 2492 3463 1614 3839 2210 3892 3101 906 3807 1470 3259 26 22 1012 1454 1428 70 154 50 560 581 313 95 14538 46174 976
internal_value=0 0.035617 -0.0128336 -0.0308895 -0.153925 -0.0559128 -0.025726 -0.049203 -0.13957 -0.230442 0.00555273 0.0269488 -0.133111 -0.0451588 -0.0783251 -0.13787 -0.289743 -0.0514791 -0.131775 -0.259713 -0.445388 -0.512479 0.192351 0.0661628 0.0287647 0.225894 0.187342 -0.032084 -0.0120807 -0.107497
internal_count=361931 29559 332372 134121 6395 3903 127726 74713 11411 6102 53013 40888 4713 5309 12125 8866 3123 5743 4636 3156 1702 1632 204 1480 1454 894 1107 63302 47788 15514
shrinkage=0.000980392


Tree=5535
num_leaves=31
num_cat=0
split_feature=519 858 712 933 582 369 140 413 142 1147 418 72 9 1385 628 361 1383 1256 391 21 1449 561 76 638 1185 357 560 482 479 966
split_gain=11.4517 16.3562 16.1469 14.6102 15.3788 14.0006 13.9581 13.6758 13.5459 13.479 12.8951 13.8072 12.6409 13.3658 13.8562 12.7156 13.7999 12.6951 12.6219 16.4135 22.1654 17.0543 19.4381 16.9954 16.6001 16.5714 16.3811 16.1529 16.0151 18.9721
threshold=2.1420547332082829 1.0825608069246189 1.0000000180025095e-35 0.68806224955729689 1.0844420916666788 1.106599526467509 2.5551795015913492 1.0000000180025095e-35 -0.92047785898879286 2.3776019160615971 -0.93236802360047688 -1.3555031805197297 1.634713297566835 1.5617595912156499 1.7569366058861944 -0.48362074482544087 -0.14872783540390386 -0.45542709118529007 1.0000000180025095e-35 -1.6471741456694959 1.8300156781960906 0.060847979350058673 -0.16134411797310338 1.1144734637503149 1.1282448539399119 -1.3187573766185785 1.5543678830236567 -0.36643596294956943 0.50516169945656497 -0.94533735240730399
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 4 5 6 7 12 -9 10 -10 -12 13 14 -4 -15 -17 -14 26 20 -20 22 25 -24 28 -21 -1 -28 -23 -30
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 11 -13 17 15 -16 16 -18 -19 19 21 -22 24 23 -25 -26 -27 27 -29 29 -31
leaf_value=2.1166337819305871e-06 -1.5742889352580112e-05 -0.00011865807453688255 0.00015464785773893619 -3.8977980666571667e-05 0.00034420865540372634 -0.00016590207396596979 -0.00065932812918626264 0.00055521573770471011 -0.00018762600526399853 -0.00066875985688504957 -0.00054492016314817385 0.00027990949119481156 0.00016487878334727762 0.00050770716664728824 -0.00059740918879828628 -0.0010763791900876406 9.4587629670285769e-05 -0.00090254551196563388 8.5047832613070233e-05 -0.00022678930999995135 0.0008492909423775196 -2.6483873167468993e-05 -3.7258616220198513e-05 -0.00020444370386757898 -0.0002068854323170746 3.3688866225245111e-05 2.1716236827283811e-05 -0.00012416392308559616 6.9873167443619557e-05 -0.00018128687808138846
leaf_count=199094 8863 2809 2639 2322 1604 743 104 514 342 101 110 2796 85 56 123 134 66 122 2699 1869 279 28160 28076 5094 5611 33690 5635 10427 3353 14411
internal_value=0 0.0366776 0.0581013 0.109188 0.148058 0.11021 0.139913 0.151181 0.239686 0.188357 0.210534 0.257656 0.0484363 0.0835039 0.126267 -0.39599 -0.656686 -0.469503 -0.0139508 -0.035526 0.176526 -0.0397166 -0.0150947 -0.0608262 -0.0779576 0.0234813 -0.00385328 -0.0728908 -0.060373 -0.136986
internal_count=361931 23533 20724 11861 9539 7935 7192 7088 3863 3349 3248 2906 3225 3018 2762 256 200 207 338398 123242 2978 120264 68729 33170 51535 35559 215156 16062 45924 17764
shrinkage=0.000980392


Tree=5536
num_leaves=31
num_cat=0
split_feature=1426 1467 1466 979 1223 1160 566 1227 905 1398 1148 1386 49 273 1244 227 1113 592 279 427 639 1326 293 490 503 1113 970 976 842 1184
split_gain=8.01356 14.0313 15.5418 12.6945 12.668 15.2767 16.1571 15.6591 16.2793 17.1629 14.9227 14.413 14.413 14.2361 14.0113 16.1969 14.2741 14.2572 18.2659 13.8326 13.825 13.6152 19.6672 16.3111 19.5987 13.7214 13.6236 14.3774 15.9848 17.0742
threshold=1.0000000180025095e-35 4.0242090356330973 1.8405790187546296 1.0333387011967667 1.0000000180025095e-35 1.0000000180025095e-35 2.1710320005650359 0.45217487547399066 -0.44371964311081841 -0.4999469778211218 0.85514867284464147 0.21996225023997812 1.0000000180025095e-35 -1.0677403066734494 0.95990772325324369 -1.1039585906999447 0.062231275131653517 1.0000000180025095e-35 0.8355816919377016 -1.2767290526254362 -0.76266883013026254 1.3986034217413283 -0.18943835167565246 -0.92256586542560726 -0.79242836854895182 -0.11630467224199544 -0.75063739400948337 -0.15618180341514068 0.062852843275150963 2.6240102105112961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 7 12 10 14 19 11 -2 -7 -11 15 16 -9 18 20 -10 -16 26 23 25 -25 -23 -6 28 -28 -30
right_child=1 2 -4 -5 21 6 -8 8 9 13 -12 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00024349534085554302 -0.0071660472067119722 0.023296099445739297 -0.010903516576947251 -0.022829630548736886 0.0024582109349476134 0.00063988821075032629 0.011081980564394462 0.011567602232366993 -0.05467040659209596 -0.031064148302272884 -0.0014395010530339836 -0.017725402111182127 -0.0047706262446706301 -0.0069905420005482851 -0.040113491720226629 0.00088864303366199588 0.12241116541291604 -0.0060648759032243729 -0.040635987271030516 0.011569223089376914 0.057121389028504367 0.015012279035121723 -0.0022310627188734506 -0.024548092770131417 0.011835499364161676 0.051609995169995239 -0.0070200711022610695 0.00021797416550699159 -0.00086437262757468555 0.044574460708444549
leaf_count=226490 12258 777 301 84 15794 17481 1323 61 97 670 4826 5767 13998 2618 33 3191 37 191 45 1023 256 326 2263 238 1708 186 11209 29804 8762 114
internal_value=0 -0.0190849 0.226037 0.377553 -0.0217968 -0.0510588 -0.0182938 -0.104907 -0.00969239 -0.117726 -0.155117 -0.210199 -0.0308032 -0.215564 0.123553 0.0507491 1.20655 0.50362 0.783883 0.163155 0.987452 -0.00106043 0.117999 0.25381 0.156996 0.601012 -0.0104197 -0.0306038 -0.0792013 -0.00542934
internal_count=361931 135441 1162 861 134279 63875 32802 31073 8222 4408 22851 18025 31479 3288 3814 3289 98 525 334 1120 289 70404 4721 2458 1946 512 65683 49889 20085 8876
shrinkage=0.05


Tree=5537
num_leaves=31
num_cat=0
split_feature=1469 21 1107 1452 958 1260 1453 357 1452 1454 554 829 14 483 1451 471 72 155 813 1317 1452 1450 599 869 1454 21 1470 357 1046 294
split_gain=7.90648 16.2719 20.6611 29.6497 19.6058 17.7314 17.6227 19.673 17.3626 17.2601 16.247 20.5428 15.6147 15.327 15.2357 19.3957 15.5956 15.0968 14.9788 19.37 17.5255 14.7017 17.1141 14.5493 14.5336 16.5757 30.0057 16.8045 17.3728 17.2666
threshold=-1.0588145806293296 1.0000000180025095e-35 -0.55153967331400733 -0.55184394829482131 1.313041538630376 0.32237273377295778 3.5235182473523379 -0.91837580948121633 -0.52432220502390359 -0.94795818613911831 -1.5523376696239433 0.79690837370229195 0.64635176790131887 2.818952298759688 0.043860538130293468 1.0000000180025095e-35 1.2352749495358499 0.11985968269452658 1.304868341751126 1.8486627072116983 -0.56628891134543513 5.9886066514163909 1.0000000180025095e-35 1.0000000180025095e-35 2.0210792552568502 2.5131961773603657 1.3024667090820021 0.86514208049430685 0.86455009567733609 1.4481999018262652
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 18 6 10 14 -8 -7 -1 11 13 17 -5 24 16 -16 -6 19 20 -4 22 -9 -18 25 27 -27 28 -3 -29
right_child=-2 4 3 5 12 8 7 21 -10 -11 -12 -13 -14 -15 15 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.045694264104849197 -0.00039928848135261291 -0.0017558238173105941 0.0010574159017096214 -0.022478802963597284 0.022546646023473789 0.053284756550893146 0.0723864729350608 -0.0064950575645114517 -0.0033981619137212573 -0.0010846986774456439 0.0095420246319892366 0.028923299917567948 -0.0084314959560204891 0.059341025818713533 -0.0094364860114681606 0.0063638489274714764 0.027730709008504731 -0.0041830259051950274 -0.025789624256153248 -0.041691728898810024 -0.053442115805746641 0.037786558684277827 -0.041253628426539943 -0.023353766902352236 0.011699129483943723 -0.017848277843931466 0.047820416159795404 -0.017874748740273047 -0.017263738544421498 0.038123112647139537
leaf_count=160 310540 6329 4173 648 969 75 24 297 2553 10581 12196 162 426 33 2285 4589 258 410 330 178 99 48 406 107 590 152 165 1953 1129 66
internal_value=0 0.0227542 0.0559686 0.0953082 -0.026449 0.141184 -0.0485488 -0.373812 -0.0353066 -0.0323863 0.172742 -0.159672 0.194642 -0.359259 -0.0336967 0.0439684 -0.11494 0.312521 -0.0618307 -0.026329 0.00149864 -0.441611 -0.521559 0.304486 -0.0899281 -0.112101 0.364504 -0.130465 -0.0807823 -0.315938
internal_count=361931 51391 31188 20447 20203 15667 18398 775 2628 10741 13039 843 1805 681 17623 7239 2650 1379 4780 4450 4272 751 703 365 10384 9794 317 9477 7458 2019
shrinkage=0.05


Tree=5538
num_leaves=31
num_cat=0
split_feature=681 557 1318 840 1242 68 185 440 1244 514 910 1053 1388 1189 557 563 176 635 611 423 1021 158 828 776 1120 1452 1187 1106 138 214
split_gain=7.87666 11.5343 15.8992 16.2132 14.5366 15.5924 14.4376 14.0677 13.9967 13.7081 19.3034 14.4071 19.3033 14.7859 13.7993 13.6891 16.8071 13.9867 14.156 13.3611 13.2397 13.0609 16.7196 13.8629 14.1774 14.0264 17.8679 16.5231 13.899 13.1093
threshold=1.0000000180025095e-35 -0.28003222873004341 0.86405767715076365 1.2495118960483029 0.34085231532178445 0.096287335220077874 3.1373421979546916 -0.86948949634172734 -1.1573997179476248 -0.54536942215353645 0.66574371280228817 -0.0033652740626834345 0.94311520801755477 -1.5960751493662284 0.53474408323147438 0.92916157058109394 0.61246607068182246 -0.35135772686088435 1.8745604215353051 -0.27027694158828081 1.0137768089431767 0.023717623093575172 3.1206330943599139 3.0067083171443492 -1.1854168142416628 0.39976317982519466 -0.78672326272277848 0.48093469744147427 -1.3929293285806368 -0.10107012647032858
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 8 7 6 15 -2 -4 9 10 14 12 20 -13 -3 17 -17 -6 19 -19 -11 22 23 24 -10 26 28 -27 -26 -30
right_child=1 2 3 -5 5 -7 -8 -9 21 11 -12 13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=3.6112957801492933e-05 -0.006967323161945569 -0.015913078484233848 -0.040355502119747574 -0.034545914877887766 0.00014224513721248654 -0.0057986746275369002 0.052637083593153569 -0.0028752608359645785 -0.013025610250448495 0.025651614953858117 -0.054381504284936433 0.063797141598449777 0.064925858934701444 -0.01016720969364961 0.031937327680464304 -0.033505475665772715 0.054043241096265571 0.028227732739835171 0.088309019926135129 0.0021122095613460203 -0.036435366415736754 -0.0037642078585591226 0.071784936099736296 0.07489873107878918 0.067850071261652586 -0.013545299978690591 0.010041850959085698 0.012064070536392224 0.00055259624883673944 -0.030851586303859275
leaf_count=316432 15921 254 255 464 1455 2956 51 4195 947 638 141 50 176 524 227 301 46 717 45 696 79 7192 60 34 38 1384 5047 534 584 488
internal_value=0 -0.0375508 0.00278101 -0.153128 -0.0856657 0.0276918 -0.132979 -0.0977122 0.0343196 0.26003 -0.0946341 0.415082 0.615851 0.00135997 0.161729 0.163675 -0.387892 0.224204 0.395215 0.345679 0.373714 0.0112615 0.0731087 0.0644864 0.057648 0.0893084 0.145671 -0.105103 -0.18071 -0.243705
internal_count=361931 45499 23311 4914 22188 6216 15972 4450 18397 2089 622 1467 893 574 481 3260 347 2913 1458 1413 717 16308 9116 9056 9022 8075 6157 1918 1110 1072
shrinkage=0.05


Tree=5539
num_leaves=31
num_cat=0
split_feature=785 519 713 930 848 921 783 1443 762 1028 990 777 852 657 1458 791 746 809 1437 1324 917 651 578 676 3 854 797 1061 840 565
split_gain=14.5007 13.1767 18.5006 22.2412 21.4515 21.4205 44.3731 21.9339 23.6205 19.758 18.8458 18.4206 18.3008 17.3943 16.5771 16.5508 23.7527 19.7616 23.1719 19.7614 19.4002 18.7726 17.8954 17.6423 17.285 16.9994 57.8791 20.4946 16.3115 15.7868
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 1.0000000180025095e-35 0.65656536832909496 -0.79402034679008671 1.0000000180025095e-35 -0.80522708219444705 1.8460070869938618 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 1.4266783389745494 0.70036819076278212 -1.2149334638529161 1.1107569744011787 1.1070026357714988 2.2057843579161749 1.5366792345178724 -0.87473648844905705 0.63961785378869596 -0.87357009987099121 -1.1417976629809778 1.1604233505739945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 13 7 8 10 11 14 -2 -12 -4 -7 23 17 21 19 20 -19 -17 -22 25 -23 26 27 -15 -16 -6
right_child=1 -3 5 4 29 6 -8 -9 -10 -11 12 -13 -14 15 28 16 -18 18 -20 -21 22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.7602757367655892e-05 0.00018453089948489981 3.6534522909808627e-05 -9.1230963885121762e-05 -3.0838732472707913e-05 0.00022870241346991033 -4.5568370521338032e-05 0.0002705736926584153 -0.00012747093891361751 0.0002407891909137597 0.00013793171089638621 -1.1565000646970913e-07 -3.211242606964937e-05 0.00027757662039940587 0.00025569322488047712 -0.0012034826906246209 -9.9529730501853766e-05 0.00010376284346372263 0.00051791296378703188 0.0002722924991758629 -0.00011785366811690894 7.7147104488056196e-06 0.00012007854342116292 0.00030164768871409302 -0.00022106445518014825 0.0010897269867623106 -4.7770289837500874e-05 0.00027421533236298616 -0.00013876249425773382 0.00036757041842837719 0.0011827726424860636
leaf_count=29559 2471 21518 36644 30444 534 17539 3076 6926 2064 10344 2604 12022 1940 689 50 22789 8982 459 1440 5439 16312 914 1261 3547 91 113124 3085 5348 627 89
internal_value=0 -0.0145916 -0.0190396 0.0187692 -0.0224624 -0.02834 0.0250222 -0.00266939 0.0272813 0.0707018 0.00404258 0.00929063 0.130757 -0.0378464 -0.0313035 -0.0290559 0.00559477 -0.0192584 0.0220656 0.00237094 0.0401013 -0.0818526 0.0279373 -0.0445046 0.232324 -0.0399461 0.0528795 -0.0886968 0.300705 0.38951
internal_count=361931 332372 310854 55904 31067 254950 34826 31750 24824 24837 22760 14493 4544 220124 18216 183480 57687 48705 24911 23471 18032 23794 17573 125793 1005 122246 9122 6037 677 623
shrinkage=0.000980392


Tree=5540
num_leaves=31
num_cat=0
split_feature=859 1378 363 556 567 290 421 633 423 982 562 1456 359 1242 1327 151 163 1120 1049 1434 917 1260 1470 917 219 691 835 69 634 1385
split_gain=7.88993 14.1544 14.9809 13.9905 14.8977 16.2359 15.9603 19.8584 17.8861 17.2388 16.4449 16.6787 15.5764 15.4061 15.5554 18.1648 15.9272 15.8276 15.0411 16.8541 15.0088 14.6692 14.4876 18.556 20.9022 15.5944 14.5281 14.3796 14.3526 14.192
threshold=-0.54135187694831066 0.29079056963915867 -1.0947813320399771 -0.86214051036031047 0.87786821688904715 1.3451046264122284 -0.74762635662710375 1.9976441459236287 -0.33591546604390693 -0.46448603402641053 -0.078309946138055489 0.62634535540376146 -0.32538448769930756 0.70692005414415238 0.45677606037913804 0.73775106986669281 0.46038850543661919 -0.67816335767594882 0.97526568176142081 2.0447430703261724 -0.7661770904321944 0.7902007328400239 0.23412375418294393 0.48782436426683201 -0.46025665056323312 -1.0701519698821265 0.90702227481551545 1.8342060457518909 -1.3056557367987138 -0.6983059185791618
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 18 28 9 10 -8 11 29 -11 27 15 16 17 -15 -5 -20 -10 -19 25 26 -25 -14 -24 -7 -6 -9
right_child=-2 -3 3 4 6 13 7 8 20 12 -12 -13 22 14 -16 -17 -18 21 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.013654463857888478 -0.00054939927490220517 0.0029931317646310247 0.0036263746538502161 -0.0011709786936103643 -0.022552647168456865 -0.00018324588789011572 0.0061951763445944556 -0.051290952796825523 -0.027910594325454119 -0.011596179466556241 -0.053977641253465769 -0.054428368963193169 -0.035671886109529163 -0.022553148442455727 0.033819622029288489 -0.026290247396447416 0.056994443209581205 0.024407121951250398 -0.0056635658738631431 -0.036429974704002187 0.032287690027942059 -0.051156108718612793 -0.018429455633471904 -0.051526654542287754 0.028366899577464435 0.006727239015908857 0.065594091053396378 0.026770447066696065 0.011485124439144579 0.033166306893784483
leaf_count=1373 244749 23521 13350 50113 248 4839 3171 32 61 2715 80 43 136 174 351 188 88 397 8160 236 523 46 1112 75 253 2503 25 248 2957 164
internal_value=0 0.0127546 -0.00140956 0.0019714 -0.0103378 -0.0264852 0.0569271 0.0133451 0.320697 -0.0186778 -0.112136 0.155202 -0.0848444 0.0816377 0.302205 0.137239 0.293882 0.160807 -0.0400612 -0.132035 0.53775 0.372416 9.29839e-06 -0.187539 0.30497 0.0976091 -0.326616 0.0250293 0.194849 0.424375
internal_count=361931 117182 93661 92288 78938 64840 14098 10893 903 9990 319 239 6819 6331 1244 893 705 617 58509 8396 584 443 4104 1465 328 2639 1137 5087 3205 196
shrinkage=0.05


Tree=5541
num_leaves=31
num_cat=0
split_feature=785 885 1449 1455 539 1462 1453 3 1463 72 806 890 1470 321 995 1158 710 21 846 1457 1451 1457 1457 1455 698 1451 1119 1469 534 42
split_gain=11.2014 11.3378 16.5709 26.5919 18.4357 16.9498 23.8707 20.0937 19.3196 21.0408 18.1801 18.7665 17.5464 26.1587 20.4716 24.1355 23.308 19.1919 27.5993 17.805 22.4174 18.5158 20.5377 20.212 21.2225 19.1161 18.6788 18.4339 18.2074 17.4259
threshold=-0.86283290253235112 0.35018306414905159 1.2624102624837521 1.3837091346444212 1.0000000180025095e-35 0.60855133363586655 1.9142027959396961 0.10849016654402814 0.45108069140960899 0.18289685639699418 0.53322213276968733 0.8108020320033037 0.34450605210609392 1.3688699032798501 0.83183509205563833 0.45077038635305361 2.1867371514511169 2.3240884354044633 -0.60185991305069442 1.5416109563948532 1.4801875219656624 -0.42281049904505452 -0.63296860188744319 1.2270625707982405 0.58460801254594275 0.57958835029462052 2.6601212676878072 -0.89751682792592191 1.1099221671933444 2.1588699350178979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 12 -7 10 -10 -8 -12 17 14 15 16 19 -3 -19 20 21 22 23 -14 27 26 -23 -25 -27 -17
right_child=1 2 3 4 -6 7 8 -9 9 -11 11 -13 13 -15 -16 29 -18 18 -20 -21 -22 25 -24 24 -26 28 -28 -29 -30 -31
leaf_value=3.3604187003197472e-05 -2.177960546556338e-05 4.0778534878804634e-05 0.00014717217402529157 -0.00058927935254947405 3.4277166007071428e-06 -0.00014623815318323051 0.00048152688269067774 1.8626819352181481e-05 -0.00026922103015325477 0.0002986998808201122 0.00043209301888783041 -0.00048027404623433682 -0.00014423231563111727 -0.0002692744477772677 0.00012468769744674511 4.8313411166620773e-05 0.00043737205953385983 -0.0011816623983761381 -0.00012271972829933081 0.00045008243113712788 -0.00098167764004039549 -0.00023232848359611459 0.00015527071495514491 -0.00018804102753781395 -0.00061743127561688391 4.1198088245319005e-05 0.00075490769525332754 0.0011780018156268167 0.0012026827160589279 0.0006448544089759662
leaf_count=29559 234941 41717 7005 486 566 8329 1157 6332 750 517 190 243 4721 2198 4483 5541 385 134 1090 261 166 7559 2329 62 70 612 86 122 69 251
internal_value=0 -0.0123168 0.00777262 0.102318 -0.227349 -0.00154045 0.0125414 -0.071798 0.207613 -0.00348414 0.359921 -0.036957 0.00396717 -0.0403425 -0.0196847 -0.0477516 -0.094838 0.0329336 -0.235134 -0.10913 -0.119798 -0.110977 -0.0257165 -0.108599 0.456772 -0.187056 -0.223221 0.786707 0.16335 0.0751842
internal_count=361931 332372 97431 8057 1052 89374 74713 14661 2857 1267 1590 433 71856 28915 26717 22234 16442 42941 1224 16057 15796 15630 7304 4975 254 8326 7645 184 681 5792
shrinkage=0.000980392


Tree=5542
num_leaves=31
num_cat=0
split_feature=50 828 1324 194 431 1456 1452 1452 967 1372 563 1041 1121 690 1318 1394 476 498 928 1380 662 641 274 1400 214 484 974 899 910 62
split_gain=7.89659 13.9909 15.6299 14.136 12.7074 12.1083 19.7001 17.5647 14.0595 16.4633 16.9395 16.0841 14.0415 13.5513 13.3534 15.9588 14.2335 13.7132 16.0716 18.5785 17.3855 15.7517 16.0385 15.0179 14.7705 16.44 15.422 14.2978 18.598 14.088
threshold=1.0000000180025095e-35 -1.5460900703534703 0.75341262385406804 1.0000000180025095e-35 2.0439982469822966 3.5267996248326976 -0.18712507733977504 -0.23925522981379169 -0.35825979960234949 1.0000000180025095e-35 -0.93044233226510709 -0.16815057250120277 -0.64988641715053796 1.0545707178666064 -1.1661374080473126 -1.9000220895740678 1.1361236590950645 1.69116793757109 -0.52992354128753727 1.3720521838235593 0.97723609435511094 -1.1496252819439419 0.29313659907693801 2.027898208791918 1.4895128512796496 0.31230025638060793 1.1224317491778772 -1.2653156165895776 -0.69615835178151719 0.82819470393479289
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 14 7 -7 11 10 -10 13 -11 -8 15 -5 17 -16 -19 20 21 -20 23 24 25 26 27 -23 -29 -26
right_child=-2 3 4 5 -6 6 8 -9 9 12 -12 -13 -14 -15 16 -17 -18 18 19 -21 -22 22 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.012248913748230748 0.00031948509343189964 -0.0022966683044123456 0.0035926586204195563 0.061345918557042724 0.071048171234410179 -0.0023656332628525685 0.016370679217101152 -0.067714342578928902 0.043543884666013978 0.064243679897945827 -0.01664165969925235 0.043745181433088899 0.0073014918439077954 -0.064797185080265246 0.00038641245946672924 -0.0060693564124348724 -0.0050526467638246078 0.014729030089490905 0.054231157878427666 0.024760740695783757 -0.030193699093686573 -0.040094490997854185 -0.021320297712227647 -0.035820139758915355 -0.05623165241278763 -0.00912155603910615 0.045726587211977483 0.036400512720043139 0.0051241241230454331 0.028431001786314827
leaf_count=4382 197382 72034 921 44 46 411 264 62 78 72 410 307 150 31 68568 5989 5786 1653 64 361 255 99 350 127 111 566 135 274 964 35
internal_value=0 -0.0165504 -0.165366 -0.0128122 0.1532 0.00458424 0.185116 -0.215253 0.320617 0.0949196 -0.150833 0.550222 0.584557 0.181883 0.000414502 -0.109773 0.00812276 0.0169952 0.125887 0.0364984 -0.0216375 0.026656 0.00057878 0.0679901 0.107775 0.150335 0.264262 0.190848 0.240464 -0.649975
internal_count=361931 164549 5349 159200 967 87166 1785 473 1312 710 488 602 222 295 85381 6033 79348 73562 4994 3341 2980 2725 2661 2311 2184 2038 1472 1337 1238 146
shrinkage=0.05


Tree=5543
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 1443 762 650 990 791 746 809 289 651 1437 1324 578 917 493 1190 852 15 848 518 416 645 973 767 956 757
split_gain=12.183 12.0658 16.6765 20.1928 43.4436 20.8085 23.7205 19.0468 19.0246 18.3937 30.3174 24.6642 20.9776 20.9115 20.2941 18.4435 18.1986 18.4356 17.9184 23.7393 17.2636 17.0923 16.9586 16.5984 16.4864 16.4606 16.9784 16.4493 16.3709 19.205
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 1.6923072129381651 0.65656536832909496 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 0.70036819076278212 1.1070026357714988 -1.2149334638529161 2.0435551016551368 -0.92372121866922929 1.0000000180025095e-35 0.27152336588760845 -1.1417834959926607 1.0794040238867422 0.90571909922259353 1.0999280683389623 -0.3520936843062038 1.2728766368511575 1.0000000180025095e-35 2.7932316895974547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 9 5 6 8 25 -5 -4 11 12 -11 18 15 16 17 22 -14 -20 -10 -15 -13 24 -9 26 -2 -17 29 -6
right_child=1 -3 3 4 28 -7 -8 23 20 10 -12 14 13 21 -16 27 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.4278339738580611e-05 3.0905054920730964e-05 3.5319654801279962e-05 -5.0635909633618882e-05 -3.1681681114865149e-05 0.00021129617012605068 -0.00012457643676138411 0.00024333237012395665 2.3511182399905275e-05 3.1515621106778576e-06 -0.00028588923098664664 0.00010348333839228571 -0.00063418923693861777 -9.5404767476826445e-05 0.00057800876887688498 0.00023720361504230161 -0.00013972712068265777 0.00028862159080882469 1.4310704795022648e-06 0.0012331015294184545 7.2485782278774901e-05 0.00027517183585775465 -0.0001061665035686016 0.00060830861517035823 0.00039975259875835005 0.00035259004353300458 9.3152006856080121e-05 -5.8095512521429924e-05 0.00035706155418283329 0.00044593795976605692 -0.00050247152966704676
leaf_count=29559 20388 21518 148889 17978 1486 6902 2025 4478 2565 5765 10171 70 21336 461 1630 6083 1542 19385 135 649 1919 304 468 857 890 7761 24809 329 1373 206
internal_value=0 -0.0136394 -0.017899 -0.027087 0.0250945 -0.00262736 0.0269089 0.0166543 0.00348104 -0.0364128 -0.00211862 -0.0281208 -0.0941243 -0.0631833 0.0147208 -0.00216487 0.0317335 0.0133439 -0.0822447 0.339062 0.131936 0.306431 0.453903 0.136958 0.0848259 0.00230537 -0.0157054 -0.112675 0.274182 0.130375
internal_count=361931 332372 310854 251671 34454 31389 24487 59183 22462 217217 68328 58157 28650 22885 29507 27877 21465 19923 22120 784 4484 765 538 6225 5368 52958 45197 6412 3065 1692
shrinkage=0.000980392


Tree=5544
num_leaves=31
num_cat=0
split_feature=785 21 747 928 843 636 936 771 320 77 864 854 6 207 830 1113 909 1045 1041 1036 121 628 373 559 78 1181 359 334 1185 882
split_gain=8.07378 9.6624 13.9131 16.8184 20.1597 25.2435 19.0154 18.0634 16.4331 15.9642 17.5608 16.4601 16.1092 20.1224 16.865 15.6285 14.8665 14.8163 15.0759 15.199 14.8105 15.0303 15.736 16.8165 16.9234 14.8095 15.3044 14.5876 14.478 16.1723
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 -0.52992354128753727 1.2722732870070106 0.95721615165708862 -0.71332139697136976 1.2153626434938556 3.1329729150046788 1.6410649257301639 0.72275257928592751 1.0000000180025095e-35 -0.40805197650689434 1.2286693420375461 1.3557266918756519 -1.0455031256184866 -0.16338633934186136 0.21053388769197617 0.36702127740191465 -0.94910586445807033 5.6479855306591915 1.7208331881965053 0.34276357720764256 -0.68254525178977321 0.6698027444210376 0.76944673390356932 -1.1031954323937008 2.3589082062198705 2.7502713399909697 0.44470034393954044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 7 6 -6 9 -3 10 -4 12 14 -14 17 -8 -16 18 19 -11 21 27 23 24 -23 26 -10 -5 -12 -30
right_child=1 2 3 20 5 -7 15 -9 25 11 28 -13 13 -15 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016618712055377926 0.00081003647147642158 -0.0020700457254457087 0.0017405921534851773 -0.00043136048911416973 0.0035813819456015049 -0.0041301055206463249 -0.0063515483393727437 -0.0090432875112982005 -0.057445014570985921 -0.039135239284821828 -0.0060246741043576343 -0.0062499491994414515 -0.00053151714402215793 0.044865220273941193 0.022216548191315577 0.018258078258664642 -0.049192845053553973 0.054851080582573486 -0.011151262629831193 0.038422177410085301 0.087023320441289576 0.015061633021943178 -0.021732500824357414 -0.010335840780494392 -0.024410463523169196 0.031976458436644303 0.0072328111405206468 -0.011975135478381981 -0.037682587575822858 0.077881877946504238
leaf_count=29559 91008 98844 27517 88909 2969 2088 345 2487 62 30 5177 619 872 117 82 2793 65 194 117 311 31 849 1055 2421 232 275 819 2019 26 39
internal_value=0 -0.00642985 -0.0139593 -8.52745e-06 0.0352629 0.132883 0.201317 0.0122447 -0.0373981 0.0251292 0.0110108 0.191273 0.288909 0.105034 0.504006 0.314172 -0.189813 0.633498 0.431434 0.640534 -0.0178853 -0.0183612 -0.161042 -0.0798931 0.162686 0.221198 0.0749075 -0.0124085 -0.106612 0.881386
internal_count=361931 332372 241364 141364 45848 8195 6107 37653 100000 35166 32759 2407 1788 989 799 3138 147 652 458 341 95516 95485 4557 3502 1081 1156 881 90928 5242 65
shrinkage=0.05


Tree=5545
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 762 930 1097 912 592 848 791 746 809 289 651 1437 1324 917 578 493 1190 712 896 771 565 996 15 842 565
split_gain=15.0069 14.0337 19.1914 19.8 45.6525 21.0777 18.5461 20.0282 20.6518 20.0688 18.794 18.0561 31.0261 25.3297 21.9369 20.8009 20.0222 18.5837 18.0145 18.3502 17.7359 23.6185 17.3651 20.3592 21.2803 20.0263 20.0014 16.9772 16.89 16.5814
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.8387373041910313 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 3.5086024243106082 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 0.70036819076278212 -1.2149334638529161 1.1070026357714988 2.0435551016551368 -0.92372121866922929 1.0000000180025095e-35 1.1780070679743837 0.90419804963812089 0.4810433618479425 1.0565563832172893 0.27152336588760845 -1.4911445226422015 1.1604233505739945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 11 5 22 7 8 -2 -10 -8 -4 13 14 -13 20 17 18 -15 -20 -16 -22 28 24 25 -24 -27 -17 -5 -12
right_child=1 -3 3 4 -6 -7 10 -9 9 -11 29 12 -14 16 15 27 -18 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=3.8752708171273715e-05 4.318102097278127e-05 3.8424597750700151e-05 -5.2042856605094434e-05 -0.00089164750428030845 0.00027236288065625544 0.00017628200915518658 -2.5813047093314954e-05 0.00014569679020697666 0.00028738717852263754 -0.00032939859584361377 0.00020238131838138526 -0.00029263295039232747 0.00010278990226262154 0.00043826413072721747 -9.7496874633644511e-05 0.00057333908610911893 0.00023393348218379839 -0.00011228755638506393 2.1220695793659579e-07 0.00028127763622219003 0.0012240750329051645 6.8458383486310972e-05 8.1818313993202033e-06 -0.00021357109090379658 -0.00019195111753280618 0.00023320991105385289 -0.00023496105286732497 -0.00010795204336267872 -9.8998167110364612e-05 0.00117605292258143
leaf_count=29559 15564 21518 148889 304 3065 2650 32213 8719 314 1720 564 5765 10171 592 21336 461 1630 6412 19385 1488 135 649 10220 1958 1747 3886 449 304 10175 89
internal_value=0 -0.0143328 -0.0189237 -0.0287696 0.022857 -0.00555555 0.0181338 0.0642578 0.0155181 -0.218961 -0.0182829 -0.0379983 -0.00404789 -0.0303178 -0.0971288 -0.0654619 0.0130704 -0.00368695 0.0303112 0.0188559 -0.0844589 0.334126 -0.0256092 0.0124035 0.0370425 0.0652354 0.186969 0.302862 -0.114889 0.360274
internal_count=361931 332372 310854 251671 34454 31389 59183 26317 17598 2034 32866 217217 68328 58157 28650 22885 29507 27877 21465 20873 22120 784 28739 18260 16302 14555 4335 765 10479 653
shrinkage=0.000980392


Tree=5546
num_leaves=31
num_cat=0
split_feature=46 1467 1466 404 227 934 284 360 777 1100 85 906 1094 83 492 503 559 415 496 552 706 556 1436 1049 599 0 115 653 1470 622
split_gain=7.90107 12.7186 15.3522 12.5725 14.7895 14.7511 15.1606 13.1909 13.2646 16.7799 14.9715 14.1716 15.3956 15.3998 14.7398 13.9508 13.9234 13.6671 13.7482 13.2554 13.1665 16.4045 15.9415 15.4005 16.8822 15.8911 15.164 15.1037 14.5329 13.9721
threshold=1.0000000180025095e-35 4.0242090356330973 1.5748972947834672 0.76881834321921005 1.6420944083540536 -0.79760710274795632 0.7114555054455215 1.7919487588907217 -0.83149528878317558 1.3389766662418514 -1.278673241443967 -0.83395547952291793 2.9878277854369757 -1.1590745627182073 -0.35702462097100668 1.1925256431577627 2.3012004509911379 1.9008407827856602 -1.0306252366897894 0.86869853046762091 2.0733145747592965 1.0615556868388774 1.5601477112223734 -0.1139497849893001 4.276942750606394 2.5287934922252693 4.1526738459843839 1.4216543509230546 1.8977426728818463 1.653426117323358
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 20 7 6 -6 8 9 -5 -11 15 16 14 -14 -10 -13 -18 -19 -12 23 22 28 24 25 29 -25 -27 -22 -2
right_child=1 2 -4 4 5 -7 -8 -9 11 10 19 12 13 -15 -16 -17 17 18 -20 -21 21 -23 -24 26 -26 27 -28 -29 -30 -31
leaf_value=0.00025686253112341089 -0.0022470596678528711 0.018659276691695818 -0.012238853963531117 -0.0013292864455030978 -0.0089009181506220832 -0.022067880691357383 0.042314667401047501 0.012798194416873339 0.005161063060678435 -0.024388548078448737 0.038043066462997294 -0.0066313463089935415 0.12964685211633745 0.0074477588058784383 0.0018820724915839162 -0.018281002426782027 -0.037258616943817019 0.13596954976151193 -0.021366090502490442 -0.017613023105098529 0.011519458391469718 -0.01927779028290456 -0.024676974083588064 0.00085905139857729617 0.032342668210736662 0.0061093141795646455 -0.035657165563492813 0.046514793942314142 0.05840600450717251 -0.010860048936501459
leaf_count=226821 48818 803 305 1722 633 1715 133 866 3418 127 569 15027 30 464 62 599 631 24 34 116 2460 458 168 50130 161 1077 281 159 104 4016
internal_value=0 -0.0187449 0.221857 -0.021289 -0.0765717 -0.297093 0.0689483 -0.0570072 -0.0703933 0.108812 0.449901 -0.0949074 -0.133313 0.379342 1.55253 0.0440181 -0.147745 -0.602809 0.87246 0.604548 -0.0102284 0.15435 0.218629 -0.0148977 -0.046084 -0.0490849 0.0147422 0.238871 0.271623 -0.0559118
internal_count=361931 135110 1108 134002 26170 2481 766 23689 22823 2534 812 20289 16272 556 92 4017 15716 689 58 685 107832 3190 2732 104642 54231 54070 50411 1236 2564 52834
shrinkage=0.05


Tree=5547
num_leaves=31
num_cat=0
split_feature=785 519 713 507 921 783 1443 762 689 991 852 791 746 809 289 651 1437 222 609 854 797 797 965 414 84 1243 1035 493 1190 977
split_gain=13.633 12.8147 18.3642 22.2105 19.7509 42.5145 20.8947 23.8763 18.8817 18.636 21.8997 18.5326 31.8647 25.3707 22.503 20.1522 20.0419 18.913 17.7646 17.5289 69.9974 19.9834 21.9514 23.0679 18.5405 17.62 19.1982 17.27 17.3896 18.3791
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.86385367930994306 0.92095852375103993 1.0000000180025095e-35 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 2.014354030516309 2.2685729398725978 -0.87473648844905705 0.63961785378869596 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 -0.010139945829889745 0.1517318052922412 -0.34755022397939389 2.0435551016551368 -0.92372121866922929 0.84838988614809396
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 11 6 7 9 -5 -6 -11 19 13 14 -13 17 -15 27 -12 20 24 25 23 -23 -4 -21 -27 -16 29 -29
right_child=1 -3 4 8 5 -7 -8 -9 -10 10 18 12 -14 16 15 -17 -18 -19 -20 21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=3.6645582897810537e-05 -5.7481674915143887e-07 3.6421708186898497e-05 -0.00023494148040556953 0.00016920509711782972 -3.218432522375233e-05 0.00026414588654498502 -0.00012539809659475786 0.00024052987308227053 -0.00012624492820901531 -1.3136169877382517e-05 0.00034229306290196274 -0.00029105783606472413 0.00010495530814254491 -2.3502292444324202e-06 -0.0001130457115199532 0.00029097725809448495 0.00023520623348759662 0.00027500736901188709 -0.00049862638918337331 -2.2679031424834642e-05 0.00026148149447800936 -1.538131668890915e-05 -0.0001796200208508357 -0.00022260718832700326 -7.9626279477873642e-08 -0.00017976585508659251 -4.7634349811904973e-05 0.00065717763858103787 8.5494263447471268e-05 0.0029963938704965398
leaf_count=29559 48226 21518 3481 6396 18167 3076 6926 2064 1282 2666 1804 5860 10309 28211 20810 775 1632 829 123 71738 3676 15858 16005 4096 3851 12068 20153 116 636 20
internal_value=0 -0.0140038 -0.0183921 0.0192843 -0.0276628 0.0235975 -0.00350891 0.0257207 0.126944 0.00235656 0.128296 -0.0367945 -0.00259879 -0.0290483 -0.0953696 -0.0633931 0.0141686 -0.0819558 0.296584 -0.051927 0.0352085 -0.0600297 -0.111388 -0.0575932 -0.107937 -0.0429001 -0.0952292 -0.10016 0.317611 1.10801
internal_count=361931 332372 310854 55904 254950 34826 31750 24824 7678 22760 4593 220124 69198 58889 29046 23186 29843 22411 1927 150926 11008 139918 35959 19954 7332 103959 32221 21582 772 136
shrinkage=0.000980392


Tree=5548
num_leaves=31
num_cat=0
split_feature=785 519 588 575 728 872 678 634 561 1449 496 1468 930 1097 912 592 848 1467 209 1467 1469 902 870 1454 1462 1458 695 1256 1124 252
split_gain=12.721 12.8366 16.8633 16.8965 16.617 18.9455 18.525 18.6301 20.7983 18.2495 23.0632 21.4141 17.9623 19.3688 20.976 19.9783 18.5743 17.5371 19.0321 18.5681 22.1318 21.2446 21.1057 18.9794 18.5959 19.5771 18.1539 17.8576 17.46 17.5195
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.49008176997875957 3.0757328524286596 0.34708990927187483 -1.328187176110053 -1.1094667520014705 0.6853839265082079 -1.5425561966277996 2.213655904251008 1.0000000180025095e-35 0.56536575231373476 0.41325020809808216 -0.59494694347224619 3.5086024243106082 0.23932947083138087 1.2470654765739884 0.64485013760597287 1.4039267167446501 -1.009584947380743 1.4311114217578251 -0.47921441570843964 0.64216061943476632 -0.54909029163641709 1.715484531564538 -0.53596645190737313 0.81398715226228047 2.2555418330839565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 12 6 -6 8 -8 17 -11 -12 13 14 -2 -16 -14 18 26 21 23 -19 27 -21 25 -24 -9 -23 29 -25
right_child=1 2 -4 -5 5 -7 7 9 -10 10 11 -13 16 -15 15 -17 -18 19 -20 20 -22 22 24 28 -26 -27 -28 -29 -30 -31
leaf_value=3.4889914881638029e-05 4.1435774938511119e-05 -7.2344141601415974e-05 0.00015267736490215603 6.4059257054026168e-05 -4.5855299408577914e-05 0.00014522937290662751 0.00021036615007466778 -7.3317373291641624e-06 -0.00030821636422318356 -0.00068572191500494727 0.00011272618087709022 -0.00029236823467540817 -2.7254634861404895e-05 0.00014154854118690624 0.00028244850787592283 -0.00033276733014639187 0.00034939170579920326 -0.00042394215043203344 -0.00016798080896792417 -0.00023939585054988681 0.00038018126344831264 -4.6360932343696572e-06 -0.0009589910154704657 -5.6151945223759084e-05 -0.0013560539529957258 0.0001881200857724983 -0.00019525213647254226 0.00026348418336756259 0.00030241314676370944 0.0006019260346233976
leaf_count=29559 15564 7439 4398 9681 166908 2933 633 41456 3120 302 11251 686 32213 8719 314 1720 653 425 4805 2184 625 1857 147 5540 74 321 2930 4405 906 163
internal_value=0 -0.0140376 0.0371591 0.00562756 -0.0184304 -0.0275978 -0.030194 -0.00288841 -0.203609 0.00311535 0.0810039 0.0927964 0.0160506 0.0614362 0.0135068 -0.222714 -0.0197954 -0.0124937 -0.0345211 0.0511743 -0.0154182 0.137923 0.164608 -0.0456044 -0.308722 -0.112023 -0.0195483 0.198046 0.0108918 -0.0336596
internal_count=361931 332372 21518 17120 310854 251671 248738 81830 3753 78077 12239 11937 59183 26317 17598 2034 32866 65838 49191 16647 9418 7229 6804 8793 542 468 44386 6262 6609 5703
shrinkage=0.000980392


Tree=5549
num_leaves=31
num_cat=0
split_feature=785 677 804 1185 728 665 740 200 1104 1244 363 1187 791 714 864 927 789 980 651 415 629 76 119 429 1021 194 617 1319 496 764
split_gain=12.9257 12.0758 21.5591 29.0875 24.7259 24.9575 23.4196 24.8388 20.7469 20.1151 18.4158 17.7824 17.7734 27.039 23.9645 24.8252 23.4815 25.3357 22.6145 21.9182 19.0353 19.0002 18.6201 18.2258 18.0969 20.3287 17.6301 17.2942 17.2823 17.2512
threshold=-0.86283290253235112 1.0000000180025095e-35 1.3537602816678871 -0.73592464536621238 -0.49008176997875957 4.2005191890951297 1.0000000180025095e-35 -0.36829310061983322 1.4516895364526783 0.034537744455022328 -0.98825047648934394 -0.046311167099803908 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0483613175537825 1.1248358748350926 1.7500383651210152 1.1107569744011787 -0.48393845867812563 0.11642662491720222 -1.4439542229819395 2.4224835354906165 0.3685310047235682 1.0000000180025095e-35 1.5271592296785539 1.6614250791469047 0.97363892830454113 -0.6085067258637108 -0.92812555639784799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 28 10 -10 -9 -8 14 23 15 16 17 19 -16 22 -19 -22 29 -14 -21 -26 -15 -12 -6 -3
right_child=1 12 3 -5 5 -7 11 8 9 -11 27 -13 13 26 18 -17 -18 20 -20 24 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.5167774420947763e-05 2.3962694197237914e-05 -0.00016599892762871545 -0.00015541959104804317 8.586079063474365e-05 -0.00041441676595103911 0.0004858136764669026 5.5061640982625327e-06 -0.00055298438323278618 -0.00046937148524048338 -3.1879311902365017e-05 -7.5430703848564448e-05 -7.7147216289164949e-05 -6.3491130914810262e-05 9.769650282287258e-05 -4.0573675372600706e-05 -8.2849860764884085e-05 -5.4715211679716833e-05 4.7628030505284395e-06 -0.00019429446838823135 6.5071379654107496e-05 0.00093482261031550601 -0.00030093358152972501 0.00048025932232601643 6.996696127050959e-05 -8.5865000534430863e-05 0.00018262803863550528 -7.8717023408661821e-05 0.00011677878497764639 -0.0001598278007635937 0.00012291171088114899
leaf_count=29559 25035 1310 3548 13503 7076 389 30594 747 2433 1339 29795 28376 19150 22699 33842 13390 16692 3419 5833 18155 57 2112 550 7560 10146 1445 3889 3277 9808 16203
internal_value=0 -0.0141379 -0.0317247 0.0435438 -0.0440767 -0.0621925 -0.0650328 -0.116412 -0.0823543 -0.294801 -0.0605559 -0.035953 -0.00211399 0.0327609 -0.0171397 0.00459564 0.0218418 0.0441832 -0.0636528 0.0606496 -0.102198 -0.269493 0.121497 -0.0234699 0.0225245 -0.0485266 0.0798442 -0.0515538 -0.245148 0.107609
internal_count=361931 332372 155920 17051 138869 113834 113445 54475 37591 3772 33819 58970 176452 53298 123154 83479 70089 53397 39675 47809 5588 2169 18063 26710 29746 11591 26588 33072 16884 17513
shrinkage=0.000980392


Tree=5550
num_leaves=31
num_cat=0
split_feature=728 813 1431 1458 928 843 698 527 562 156 352 399 1191 486 1296 8 661 1450 138 560 1324 970 471 151 1449 61 1470 70 421 422
split_gain=13.515 14.9325 14.1812 13.045 14.9222 15.5175 15.3692 15.0754 16.2987 16.3113 15.9481 19.0205 18.8318 15.4941 14.7941 19.1977 14.5059 15.2857 15.6695 14.324 13.8993 14.4846 13.7476 13.5966 12.9861 18.0661 15.6505 14.0105 13.1204 13.3568
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 -0.22542553696720377 -0.52992354128753727 2.0858619120040611 -0.22159073787359698 0.86558768754863191 1.20745589502263 -0.47332877767218579 -0.56833166991554951 1.0000000180025095e-35 -0.60019402863093041 0.18770201878525006 1.0000000180025095e-35 1.4577487477528208 0.48553334710836543 -0.68105566923231198 -1.0654874962422514 0.7473649240521697 -0.72741113327766571 1.3746211730677622 0.35930717134390644 2.2367420137660932 -0.65058036630441818 1.0000000180025095e-35 -0.67653020368304262 -0.76687201940824057 -0.75579159868724843 0.03749048962078777
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 16 7 -7 14 10 -10 13 12 -12 -9 -6 -16 17 -4 -19 -14 -5 -22 -8 24 25 -20 -27 -28 -26 -30
right_child=1 -3 3 20 5 6 22 8 9 -11 11 -13 19 -15 15 -17 -18 18 23 -21 21 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=5.1264509623902016e-06 -7.231169106631651e-05 -1.0853535627679758e-05 -0.00022517361965285266 -0.0001125324435310708 -0.00023926160513461055 -0.00015378472962743883 -0.00012813924730647027 -0.00012439779018792222 0.0012354026769502988 6.9956672385135761e-05 0.00073825895862108973 -0.00054431315937565378 3.4993576920931684e-05 0.00061723650656335882 -8.8108120368845239e-05 0.00068472522990218937 -0.00042637880150439821 -0.00034125736155450625 0.00062899508445107106 -0.0010360159232247503 6.6705227844381063e-05 -0.00021723128024120673 0.0013240755688810461 -0.00087798766384140242 0.00040878965983669489 0.00084929322666664074 0.00060595545331861142 -0.00098085287360470544 -0.00018726976839518423 0.00021466883117007
leaf_count=215094 47070 62020 1005 5778 9723 168 55 330 97 167 154 573 333 271 2018 166 507 486 574 103 10911 1368 90 73 572 53 41 144 1137 850
internal_value=0 -0.0349409 -0.00135349 -0.0475011 -0.0943845 -0.14052 0.374928 -0.155053 0.0349042 0.581558 -0.0512593 -0.225383 0.0771831 0.255148 -0.194443 -0.0157151 0.0156139 0.0526721 0.120107 -0.203118 0.00024264 0.0420918 0.883716 0.171752 0.193578 0.443734 -0.155957 -0.561267 0.102817 0.00330415
internal_count=361931 109090 252841 37747 19690 14248 313 13935 2028 264 1764 1163 590 601 11907 2184 5442 4935 3930 436 18057 12279 145 3444 3371 812 238 185 2559 1987
shrinkage=0.000980392


Tree=5551
num_leaves=31
num_cat=0
split_feature=728 1445 852 624 152 565 1177 1049 278 785 713 967 427 972 1104 1259 764 858 1191 1469 21 362 430 346 495 1324 145 357 743 1108
split_gain=14.2586 14.1182 15.4866 15.5347 16.636 16.1727 19.9026 16.2245 15.7511 15.466 15.8242 14.321 15.3204 15.8998 16.3176 15.3628 18.8462 17.495 23.3225 15.9161 25.9006 18.8024 18.0452 16.9259 16.5494 15.9034 16.1857 16.9236 15.3407 17.813
threshold=1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 0.14888729770446407 2.3822369993612553 1.4123788430816693 0.67272422835683587 -1.1466874127233166 -1.2024347672230498 -0.86283290253235112 1.0000000180025095e-35 1.3545109027618707 -1.3213734904502978 1.3843078877452264 -1.7477822608136906 -1.0830638378545336 -1.1448866875104242 2.1406758129868066 -0.11215922081576447 -1.0706168552173836 0.43301101584543472 1.0404874201018426 -0.70401863606236714 -0.018484023078014559 -0.49837118793149277 0.99211257276485509 -1.0569759124250859 -0.75954675805482474 1.0000000180025095e-35 -0.6112790696601188
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 8 6 -5 -7 -4 10 -1 12 -11 15 -15 17 -17 -14 -19 20 21 -18 -23 -24 -22 26 27 -26 -27 -30
right_child=-2 -3 3 5 -6 7 -8 -9 -10 11 -12 -13 13 14 -16 16 19 18 -20 -21 24 22 23 -25 25 28 -28 -29 29 -31
leaf_value=-0.00011729963620476339 -3.4569245214374089e-05 -5.2705161543198561e-05 -0.00028789832046872103 0.00011711640850650618 0.00039438955833905282 -0.00065635849040772052 -0.00010194364877767637 0.0003730906080225008 5.8866276444686832e-06 -8.9221289260375477e-05 9.2878938722771391e-05 -7.4705770048286296e-05 -3.6916383710446233e-05 0.00057183796398512041 -8.1196232742843647e-05 -9.237441560605892e-05 0.00018027468248621114 -0.00051794160030818441 0.00027392446548474004 1.403220267765559e-05 0.00015839997148315037 0.00034792416994523648 -0.00049864850346063806 5.0310665169518151e-05 0.0015841017773088452 0.00044284378014911794 -0.00020029360278684514 0.00011115176792238901 0.00051153907946040504 -0.0009102483377582503
leaf_count=2349 109090 32930 1230 10160 435 89 2441 1244 12675 12572 13864 17051 13164 205 13081 8263 9011 742 219 94321 1456 328 535 532 38 363 3172 196 64 111
internal_value=0 -0.000759757 0.00494476 0.0528308 -1.45729e-05 0.10333 0.0788598 0.325362 -0.0145525 -0.0027263 0.0662236 -0.00889911 -0.00251896 0.00316437 -0.0729019 0.0104665 0.0188155 -0.0599847 -0.343105 0.0259555 0.0881972 0.149819 -0.0906056 -0.232776 -0.0332462 -0.106164 -0.162395 0.370035 0.227465 -0.332064
internal_count=361931 252841 219911 28274 14340 13934 12601 1333 13905 191637 16213 175424 158373 145801 13286 132515 118390 14125 961 110127 15806 10406 1395 1067 5400 3944 3406 234 538 175
shrinkage=0.000980392


Tree=5552
num_leaves=31
num_cat=0
split_feature=728 813 1445 852 624 152 565 1177 1049 278 633 653 1340 622 1180 471 1188 702 917 697 139 215 868 481 415 349 632 1470 273 1102
split_gain=13.7828 15.6796 13.5019 15.9336 15.5302 16.6432 16.2331 19.7729 16.1822 15.6602 14.2138 14.5245 16.3566 18.1686 14.3864 14.0563 13.9626 13.9471 13.9183 16.1882 16.049 14.7368 19.6464 16.2259 14.5119 14.2217 17.6208 15.2043 14.1415 14.0452
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 0.14888729770446407 2.3822369993612553 1.4123788430816693 0.67272422835683587 -1.1466874127233166 -1.2024347672230498 -0.77899086806337892 1.4216543509230546 1.0000000180025095e-35 1.4458396180299669 1.9872037219500813 2.9395468797111257 -0.1990890516084434 0.20927675172604329 -0.46840416975115468 1.1448046321888603 -1.2057241051810987 -0.7318008502859531 2.2169207075697845 0.77880964072084458 -0.40587694504592314 -0.54805643643912882 -0.010199803369514033 0.50219504913916524 0.28627023144123126 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 9 7 15 -8 -5 -1 -12 13 14 -13 17 -9 -6 20 25 -14 23 -23 -22 -21 27 -27 -20 29 -29
right_child=1 -3 -4 4 6 -7 8 16 -10 -11 11 12 18 -15 -16 -17 -18 -19 19 24 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-4.4878798064248041e-05 -7.3572310532759967e-05 -1.0606035764662858e-05 -5.2179459138411681e-05 -0.00028730393107773979 6.0072854601914345e-05 0.00039447520658316895 -0.00065554797967235369 -0.0002454843769233374 0.00037340538347638768 5.7695838879211681e-06 -6.2441250446792593e-07 0.00019395612375774712 0.0014376711904049069 -0.00023287589870025466 -0.00044616174956281545 -0.00053057187028035307 8.9932058870718134e-05 0.00021991182978652179 -0.00068344454651753366 0.0010167933085680448 -0.00058627255411700531 0.00024111703810931836 -0.0014083110603185394 0.0010467820576384556 -8.2302206657936653e-05 -0.00020031297914190846 0.00032344650736664693 0.00099493452771937389 -0.0006194108455024205 -0.00086244792630658105
leaf_count=39855 47070 62020 32930 1230 5931 435 89 1459 1244 12675 140120 6334 33 609 208 155 982 4074 501 103 278 1203 45 30 174 1491 434 89 97 33
internal_value=0 -0.0352951 -0.00137546 0.00420429 0.0527914 -6.79395e-05 0.103293 0.0787699 0.325782 -0.0146174 -0.00357844 0.00569593 0.0827243 0.147638 0.180644 0.119245 -0.103526 0.128951 -0.0286707 -0.129419 0.137211 0.0988425 0.198548 -0.3844 0.433796 -0.184892 -0.0787104 -0.468852 0.0500261 0.578865
internal_count=361931 109090 252841 219911 28274 14340 13934 12601 1333 13905 191637 151782 11662 7151 6542 10160 2441 10005 4511 2922 1589 1556 1248 308 277 2645 1925 720 219 122
shrinkage=0.000980392


Tree=5553
num_leaves=31
num_cat=0
split_feature=519 858 712 933 582 369 140 413 142 1147 418 72 1385 1193 1383 9 628 1112 633 951 699 831 1328 156 967 147 1173 769 211 1198
split_gain=8.04565 15.4657 15.2991 13.9911 14.2114 13.8 13.7358 13.3699 13.5507 13.0701 12.7909 13.526 12.6161 13.2954 14.0798 13.2234 13.5891 13.1354 12.3176 14.476 13.7205 13.1278 13.3445 13.6537 17.0816 13.3504 13.5991 12.9485 12.5844 16.9502
threshold=2.1420547332082829 1.0825608069246189 1.0000000180025095e-35 0.68806224955729689 1.0844420916666788 1.106599526467509 2.5551795015913492 1.0000000180025095e-35 -0.92047785898879286 2.3776019160615971 -0.93236802360047688 -1.3555031805197297 1.5617595912156499 -0.9306926866260451 -0.14872783540390386 1.634713297566835 1.7569366058861944 -0.0331790408506683 0.074091538369165377 0.4454315257619969 -1.4660557759475747 1.2236692127008679 -1.1739855468577753 -0.22098324266912592 -0.62416940636209139 2.4308752484393028 -0.0228692023800929 -0.33632417685853416 -0.50711126274173024 0.45476351390543784
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 12 -9 10 -10 -12 15 -14 -15 16 -4 -17 21 20 -20 22 -3 25 27 26 -24 -25 -21 -30
right_child=1 18 3 -5 -6 -7 -8 8 9 -11 11 -13 13 14 -16 17 -18 -19 19 28 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00033502496658026674 -0.00078035756216797425 -0.044177052328476643 0.0078220153543922897 -0.0019690458600126774 0.017044703403968072 -0.0084833699495707442 -0.033497218761937578 0.028228246911472174 -0.009691732630618826 -0.033737147266633703 -0.027672586796311568 0.014103888279317835 0.050641019554480783 -0.047770757346690888 0.0077884899023821829 0.00066604724656090138 -0.030262202942344003 -0.056998983768910397 -0.066081193601692345 -0.04351064001965807 0.012389956696984478 -0.048266857478617038 -0.014179934030107325 0.046836470370500566 -0.027372873045740976 0.0733915451205195 0.01672999679927362 -0.019019993828695764 0.012743857040826168 -0.099431667179688737
leaf_count=338398 8863 153 2639 2322 1604 743 104 514 342 101 110 2796 27 169 76 109 123 82 28 133 767 136 380 62 553 27 317 79 154 20
internal_value=0 0.0358427 0.0567409 0.106609 0.144788 0.108369 0.137945 0.149153 0.236946 0.185456 0.207344 0.254442 0.0473622 -0.40601 -0.572207 0.0875279 0.125211 -0.463846 -0.117778 0.0526591 0.197721 -0.24306 -0.188393 -0.126284 -0.357092 0.0822082 0.0175755 0.309258 -0.355673 0.0261076
internal_count=361931 23533 20724 11861 9539 7935 7192 7088 3863 3349 3248 2906 3225 272 245 2953 2762 191 2809 1102 795 1707 1571 1418 694 724 697 141 307 174
shrinkage=0.05


Tree=5554
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 762 791 746 809 289 651 1437 650 1324 578 917 493 1190 15 848 645 973 712 896 771 565 996 842 276 416
split_gain=14.0034 11.3817 17.3986 19.6932 44.9852 20.8305 18.6404 30.51 24.2384 20.8207 20.4277 20.1726 18.4977 18.3236 18.3783 18.3034 17.6678 23.4311 16.9679 16.8678 16.7701 17.6724 16.6885 20.4704 21.3648 19.939 19.8892 16.8863 16.609 16.729
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.8387373041910313 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 1.6923072129381651 0.70036819076278212 1.1070026357714988 -1.2149334638529161 2.0435551016551368 -0.92372121866922929 0.27152336588760845 -1.1417834959926607 1.0999280683389623 -0.3520936843062038 1.0000000180025095e-35 1.1780070679743837 0.90419804963812089 0.4810433618479425 1.0565563832172893 -1.4911445226422015 0.37903400716961938 1.6378458823455539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 6 5 22 -4 8 9 -8 16 13 20 14 15 19 -11 -18 -12 -10 21 -2 27 24 25 28 -27 -5 29 -24
right_child=1 -3 3 4 -6 -7 7 -9 11 10 18 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=3.8416288576355255e-05 3.3476977372767344e-05 3.4688474484245579e-05 -4.9963397355814752e-05 -0.00088945311808885728 0.00027297161489589684 0.00017767620516529446 -0.00028389703724696671 0.0001048027916642832 -0.00063219051289021557 -9.381121991100347e-05 0.00057360788142552411 0.00023705681124089795 0.00013412330760895444 -0.00010955022553922782 0.00029037850635141603 1.8545781893965518e-06 0.0012246051397857395 7.2458324411691429e-05 -0.00010771558183321951 0.00060660112923544257 9.5806455867484695e-05 -5.732955471580828e-05 -1.5173702922381279e-05 -0.00021257874448466082 -0.00019070161402324156 0.00023481832525877559 -0.00023218114660700207 -9.4898162999546015e-05 0.00014667314800574036 -0.00039342134148200535
leaf_count=29559 20388 21518 148889 304 3065 2650 5765 10171 70 21336 461 1630 6225 6412 1542 19385 135 649 304 468 7761 24809 6634 1958 1747 3886 449 10175 2934 652
internal_value=0 -0.0128894 -0.0170245 -0.0264105 0.0251149 -0.003106 -0.0356231 -0.00109544 -0.0271911 -0.0926685 -0.0618382 0.0152643 0.0182703 -0.00157068 0.0322094 0.0137337 -0.0807071 0.337568 0.303241 0.452619 0.00412582 -0.0140523 -0.0230644 0.0142099 0.0389291 0.0671945 0.188716 -0.110702 0.0103841 -0.0502319
internal_count=361931 332372 310854 251671 34454 31389 217217 68328 58157 28650 22885 29507 59183 27877 21465 19923 22120 784 765 538 52958 45197 28739 18260 16302 14555 4335 10479 10220 7286
shrinkage=0.000980392


Tree=5555
num_leaves=31
num_cat=0
split_feature=545 51 550 411 422 901 981 359 78 959 1094 809 795 727 588 1356 747 785 660 513 145 498 411 706 854 797 710 660 73 484
split_gain=12.1642 14.246 16.3576 17.3532 14.8828 20.1012 16.9522 13.903 14.4055 13.8762 21.0366 18.4713 17.8725 20.3048 23.2001 22.3911 22.1028 19.6634 19.7329 17.5307 25.3184 18.3424 18.1863 17.3383 17.3334 54.3342 20.6772 22.1425 21.6761 18.5327
threshold=-1.0372938969678034 1.8613588887694643 0.29966714842153758 0.9694329222677277 1.3209337575983215 -0.2028585124941121 -0.70581454252470854 1.2826288124720033 1.9549054751947617 -1.2907225086880219 1.0000000180025095e-35 0.66649192610754393 -0.29258408639884992 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 2.2668746584208797 -0.86283290253235112 -0.72421686037558375 1.0454229551509682 -0.74296541412576722 0.76359732391387336 1.3070767595480077 1.421269665889898 -0.87473648844905705 0.63961785378869596 1.4588992811557273 0.26872683687560334 1.1571264759285285 -0.36962221474058471
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 4 7 -3 -6 -7 8 -4 10 -2 -12 13 23 15 17 -17 -15 -19 21 -21 22 -20 -11 25 -14 29 -28 -29 -26
right_child=1 2 3 -5 5 6 -8 -9 -10 12 11 -13 24 14 -16 16 -18 18 19 20 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-3.5987611558471683e-05 3.3802311011080028e-05 -0.00018351368691838351 0.00017309904562839613 0.00056317657266910374 -0.00020310493343244409 -0.00032492079121778348 0.0010021390073925479 -0.0011119866113729069 -0.00067591376706355015 -2.9081740672161836e-05 -0.00014160743373934858 2.6141402660774487e-05 -6.155072050584202e-05 0.00010010739450675004 0.00021839213993494751 0.00012520654810575742 -0.00034011079944580824 7.0862479346552577e-05 -0.00014452370599702481 -0.00025333537504758087 0.00022190490570216819 2.6945413587624398e-05 0.00045517241246144212 8.5315755271953437e-05 9.8555274366012171e-07 0.00024553685372368791 3.2247345180208242e-06 0.00027895479147684997 -0.00030626152505154342 -6.083951430586993e-05
leaf_count=94059 12329 7397 663 348 313 93 200 60 144 37612 18440 4777 6601 9973 3602 15230 475 8284 12398 655 1867 5225 262 8691 43853 4245 7119 2717 373 53926
internal_value=0 -0.00240581 -0.102933 0.143521 -0.151352 0.211167 0.677409 -0.0353889 0.0441604 0.000445598 -0.0488604 -0.0983075 0.00626891 0.0280657 0.0555762 0.0435044 0.112891 0.013405 -0.0162404 -0.0560157 0.105149 -0.0841452 -0.134054 -0.00863009 -0.0127014 0.0703589 -0.0217315 0.0714267 0.22341 -0.03238
internal_count=361931 267872 9218 1215 8003 606 293 867 807 258654 35546 23217 223108 104274 57971 54369 15705 38664 28691 20407 2522 17885 12660 46303 118834 10846 107988 10209 3090 97779
shrinkage=0.000980392


Tree=5556
num_leaves=31
num_cat=0
split_feature=21 1458 1042 756 1325 1178 9 834 247 205 81 56 968 83 1035 213 829 199 1284 1321 1452 1451 1182 553 282 493 1385 480 977 698
split_gain=8.07892 8.6933 13.1274 11.9821 13.429 13.0988 13.2167 11.9165 13.5128 13.2414 17.0149 14.3625 15.6058 14.066 13.1872 13.1134 15.4138 17.8354 14.7996 14.088 13.6278 13.0948 12.8598 12.8524 14.0398 17.0229 13.0949 13.7617 12.7067 12.3411
threshold=-3.2545899522946695 1.8992776531617575 1.610379150997453 0.51941718921964697 -0.65480171661182907 0.87807103800667885 -1.3098600787622312 1.6460715770798309 -0.5923759285680229 1.0000000180025095e-35 0.20457569626937006 0.58160213896575708 0.93217324255777079 -0.78685617336535607 1.7473284873734427 0.5842936495848321 0.20046687118810033 1.0000000180025095e-35 2.2223046973814333 1.5683202269166283 3.7880456279442689 3.779515729439006 -1.2473661401599563 0.42277740658208501 0.54708344152063659 1.1970765386562734 0.19361279153629063 0.95874203688355186 -1.1055550064201165 -0.23302618114195925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 5 -5 6 -4 9 -9 10 11 12 23 -14 22 16 17 -11 -18 -17 28 -13 -10 -3 25 -25 -26 -28 -19 -12
right_child=1 2 3 4 -6 -7 -8 8 14 15 29 21 13 -15 -16 19 18 20 -20 -21 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.012562418689654596 -0.00033004156648110323 0.0072685501302653076 0.044165032516167768 -0.022061013913351257 0.015335597424121003 0.013470252288207796 -0.03428417058646361 0.023979775752614823 0.029269634775154235 -0.0042679359977595387 0.0065320096321006202 0.016311993190298728 0.0069301292197738174 -0.025461273433519938 0.032895268797752293 0.012927728444999696 -0.021023514841948247 -0.02822629913250185 0.049824014064507732 -0.051750570563318887 -0.045235363085398037 -0.021101190358071033 -0.02936790401075209 -0.02539247226773212 -0.0049328745899213673 0.0233596327805938 0.063149659664235178 -0.02673254171813319 0.028531089970683578 0.023998968637000476
leaf_count=716 346391 3047 29 225 350 130 557 108 49 2100 1010 1282 275 515 51 926 736 57 31 58 43 114 530 706 254 136 81 35 399 990
internal_value=0 -0.00395385 0.0488022 -0.186692 0.052682 -0.414986 -0.585527 0.0675444 -0.218159 0.082684 0.136609 0.0790992 0.0176332 -0.281659 -0.357843 -0.0111688 -0.0744515 0.00092591 -0.351087 0.205877 0.356753 0.265143 -0.470231 0.072865 -0.149548 -0.34417 0.218619 0.827725 0.452042 0.314664
internal_count=361931 361215 14824 1291 575 716 586 13533 738 12795 8445 6445 5049 790 630 4350 3366 2599 767 984 499 1396 579 4259 1212 842 370 116 456 2000
shrinkage=0.05


Tree=5557
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 762 650 791 746 809 289 651 1437 1324 578 917 1459 13 773 1311 493 581 15 645 973 712 896 771 565 996
split_gain=12.8316 12.8485 17.9778 20.8823 44.0641 20.8845 19.2689 19.0706 30.5623 25.307 21.3997 20.4756 20.0133 18.4252 18.1534 18.4159 17.7035 17.6396 18.366 18.3813 17.3292 17.8527 16.9816 16.9229 16.9291 16.7826 20.4118 21.3822 19.9913 20.0217
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.8387373041910313 1.6923072129381651 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 0.70036819076278212 1.1070026357714988 -1.2149334638529161 -0.06045160922923843 -0.17189113104522832 0.30711866236834834 0.052484712102878438 2.0435551016551368 0.82499989687732411 0.27152336588760845 1.0999280683389623 -0.3520936843062038 1.0000000180025095e-35 1.1780070679743837 0.90419804963812089 0.4810433618479425 1.0565563832172893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 7 5 25 23 -4 9 10 -9 16 13 14 15 -11 17 18 -12 -20 -18 -22 -13 24 -2 -5 27 28 -27 -30
right_child=1 -3 3 4 -6 -7 -8 8 -10 12 11 22 -14 -15 -16 -17 20 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=3.606529106172074e-05 3.2234333864341863e-05 3.7447734178591717e-05 -5.0963085121879001e-05 -0.00010759979506693134 0.00027134817258535966 0.00017910275158674544 0.00013668957654088597 -0.00028803492969270758 0.00010444480828942911 0.00044594342333361878 -0.0001196270906063173 0.0005727467978693091 0.00023658882831548909 -0.00010930532521888309 0.00028938869308616199 2.5532089527373606e-06 -1.0581520312097011e-05 -0.00023009702926911354 -5.3890567340700543e-05 0.00056629971076658625 0.00087109170942286773 -0.00079635054687714018 -0.00010885731595077561 9.606586251316226e-05 -5.663037688780044e-05 1.1362346231693012e-05 -0.00021100098360139573 -0.00018949585743207296 0.00023634997033800074 -0.00023221006716354225
leaf_count=29559 20388 21518 148889 10479 3065 2650 6225 5765 10171 538 4710 461 1630 6412 1542 19385 8084 7692 726 566 257 85 304 7761 24809 10220 1958 1747 3886 449
internal_value=0 -0.0130641 -0.0174575 -0.0269939 0.0260645 -0.00186354 0.0184179 -0.0364746 -0.00155797 -0.0276617 -0.0944984 -0.0632373 0.0157373 -0.00103424 0.0328443 0.0144793 -0.0821045 -0.146926 -0.028046 0.244143 0.0146281 0.616372 0.302278 0.00398738 -0.0142728 -0.0218489 0.0155198 0.0401948 0.0684714 0.190129
internal_count=361931 332372 310854 251671 34454 31389 59183 217217 68328 58157 28650 22885 29507 27877 21465 19923 22120 13694 6002 1292 8426 342 765 52958 45197 28739 18260 16302 14555 4335
shrinkage=0.000980392


Tree=5558
num_leaves=31
num_cat=0
split_feature=785 519 713 930 848 921 783 1443 762 1028 990 852 777 657 791 746 809 1437 1324 917 651 578 676 3 854 796 1458 840 1276 453
split_gain=13.7908 12.4212 19.3919 22.4185 21.0298 20.8563 43.9186 20.824 23.6997 19.5286 18.7437 18.0967 18.0024 17.3394 16.4215 24.2584 20.0709 22.6701 19.4407 19.2736 18.0454 17.974 17.2166 17.1055 16.3757 56.7612 16.2133 16.2141 16.1967 15.8659
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 1.0000000180025095e-35 0.65656536832909496 1.0000000180025095e-35 -0.79402034679008671 -0.80522708219444705 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 1.4266783389745494 0.70036819076278212 -1.2149334638529161 1.1107569744011787 1.1070026357714988 2.2057843579161749 1.5366792345178724 -0.87473648844905705 0.38087715954262297 1.8460070869938618 -1.1417976629809778 1.0000000180025095e-35 0.29273509868649572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 13 7 8 10 12 26 -12 -2 -4 22 16 20 18 19 -18 -16 -21 24 -22 25 28 -7 -28 -15 -30
right_child=1 -3 5 4 -6 6 -8 -9 -10 -11 11 -13 -14 14 15 -17 17 -19 -20 21 23 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=3.6116232140340951e-05 0.00018392157513436665 3.4884774653821321e-05 -9.1344748201479788e-05 -3.0122818700203057e-05 0.00037852377346803508 -4.6955776360063531e-05 0.00026845243167273198 -0.00012521298972231236 0.00023962507282423903 0.00013858514948381681 -1.3323140620807406e-06 0.00027488766575224649 -3.0302432157722872e-05 -0.00029785706231086968 -0.00010026111409057287 0.00010451170403240227 0.0005159139027649534 0.00026926464242644637 -0.00011697468958196446 7.3357926442582063e-06 0.00011329578865403362 0.00030192724711371308 -0.00021916630134951131 0.001076792010634283 -4.7813653304125429e-05 0.0002121351296190861 -0.0012040585869916981 0.00036256769862018769 0.00010191971319257531 -0.00027514157848028165
leaf_count=29559 2471 21518 36644 30444 623 17539 3076 6926 2064 10344 2604 1940 12022 2055 22789 8982 459 1440 5439 16312 914 1261 3547 91 113124 4541 50 627 1639 887
internal_value=0 -0.0148185 -0.0191352 0.019585 -0.0218171 -0.0286589 0.0240137 -0.00353877 0.0256405 0.0717458 0.00236191 0.128768 0.0106748 -0.0380405 -0.0292614 0.00525972 -0.0198571 0.0217923 0.00230462 0.0397276 -0.0829543 0.0275989 -0.0446541 0.224742 -0.0401514 0.0509841 -0.0328927 0.295718 -0.13954 -0.021751
internal_count=361931 332372 310854 55904 31067 254950 34826 31750 24824 24837 22760 4544 14493 220124 183480 57687 48705 24911 23471 18032 23794 17573 125793 1005 122246 9122 18216 677 4581 2526
shrinkage=0.000980392


Tree=5559
num_leaves=31
num_cat=0
split_feature=785 1165 405 911 845 76 1116 1043 1462 897 354 69 216 976 11 741 1088 908 203 499 1122 50 423 1454 777 85 486 224 983 358
split_gain=8.23086 9.59563 11.6409 11.8724 10.8387 13.1263 12.3468 12.2639 12.5059 11.6703 11.3534 12.9413 12.6098 11.0722 11.1857 11.6893 13.8722 12.3406 11.7353 13.8959 11.3762 11.1713 12.5188 11.7757 12.3279 11.4228 11.2841 13.9642 11.0595 13.4315
threshold=-0.86283290253235112 1.0000000180025095e-35 3.5736363738346935 2.8196957708757604 1.5634775220986039 -0.29122868556893494 1.2303260222435151 0.83711703350232247 1.0841960110954239 -0.68169458913118952 0.86779743432698486 1.0313730271948431 1.3537641622110674 -1.2367934913579079 -0.43004099918132083 -0.65696253498209489 1.0000000180025095e-35 -0.27542788628143494 1.6436232400911501 -0.96904718574171489 3.8472392632243566 1.0000000180025095e-35 1.5306800731629622 1.3763541472649148 0.079145801648883643 1.7863723094104098 -0.32531415424491456 -0.094575966276755644 -0.94354892130366974 0.24343632292433945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 -6 7 8 9 -7 11 12 -11 -1 15 21 17 -17 -19 -20 28 -15 23 25 -25 26 27 -23 -16 -30
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 10 -12 -13 -14 14 20 16 -18 18 19 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.014216040546394783 -0.00035579034023528258 -0.0017569109953815569 -0.032543593903331038 0.028003254694854297 0.0219953382533499 -0.039425369478225093 -0.033672161279144658 0.03862567836255975 0.048424905194799132 0.029594525467170646 -0.045141500263227149 -0.042370810839697404 -0.068803574725614255 -0.016691652680157463 0.014416578351940428 0.0059946475069021996 0.012752500524652611 -0.0062738726454221322 0.04063674379785142 -0.058704795317785358 -0.038968085335219074 0.011591712887738463 -0.08337311019569682 -0.046463396605252894 0.045806873119117186 -0.04317540250392251 0.019685740657944688 -0.043595117190735784 0.00032422976348926946 0.0081827354203660631
leaf_count=528 332372 8270 149 257 794 118 114 121 53 217 60 49 20 1044 1341 1177 1074 1289 24 128 77 151 22 116 20 59 596 96 6844 4751
internal_value=0 0.032917 0.0578855 0.0618611 0.0560605 0.238139 0.0231286 0.144136 -0.0122479 -0.139851 0.0636136 0.238139 0.447228 0.041402 0.0504465 -0.0324759 0.0426383 -0.0468901 -0.191075 -0.841068 0.0873342 -0.170695 0.00204332 0.040987 -0.601407 0.13841 0.208191 -0.190017 0.0925203 0.070071
internal_count=361931 29559 21289 21140 20883 1546 752 638 517 464 346 286 237 19337 18809 5796 3692 2618 1441 152 13013 2104 1060 1038 136 902 843 247 12936 11595
shrinkage=0.05


Tree=5560
num_leaves=31
num_cat=0
split_feature=728 189 703 473 1461 1273 1289 1463 838 1309 678 9 7 784 792 644 910 980 746 1247 1016 289 325 768 828 225 13 434 657 15
split_gain=8.13159 11.5058 13.9526 14.3992 16.2025 15.4934 15.655 13.971 13.2865 12.4236 12.3155 12.089 11.7582 11.5785 15.4204 17.4228 16.0457 15.9659 15.9199 20.1414 20.0127 16.2828 17.6738 15.7814 15.3219 16.2845 18.4828 14.7418 14.6655 14.8028
threshold=1.0000000180025095e-35 2.7059755265676442 -1.0110076602438094 1.0000000180025095e-35 0.32391665317488749 1.2154469252466851 1.0000000180025095e-35 -0.21051230957914138 2.1461246160875693 2.3789910302056039 0.34708990927187483 -0.30400030282613161 1.2822477531746179 0.9594655836162902 1.0000000180025095e-35 -0.34929633066952553 -0.78962221895883722 1.2980170845446077 1.0000000180025095e-35 -0.48417574551853088 0.65834228227133607 -1.6859456474216532 1.2204488099017878 -0.8626412327021159 -1.1040383557103561 -0.58295096463877727 1.2236486170818786 0.56091331351234686 2.2603408215975165 0.59563268963894422
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 8 4 7 6 11 9 -3 -4 -8 -6 -9 14 15 17 -16 -1 20 21 24 -20 23 -23 25 27 -27 -17 29 -15
right_child=-2 2 3 -5 5 -7 10 12 -10 -11 -12 -13 -14 28 16 18 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0030145239256200592 -0.001139057449837442 0.0075251361816035664 -0.030518603417322151 -0.027232969776930696 0.09499678755368407 0.09467401011064247 -0.047847870704092077 0.012822715578470621 0.106975897520031 0.054201391749403652 0.047140121666457618 0.0051139476649095942 -0.054765246461054934 0.0036401924907976343 0.0019262488918149084 0.0087838739114833187 -0.0018631281425518259 -0.003376449331678584 0.020087128812790764 0.0034397323179462948 0.0035367798605127629 0.014226500361283057 -0.01805106370647833 -0.0039874136187310694 -0.003757692584400233 -0.030711944389499882 0.015612685190883532 -0.045018532851131603 -0.0073219768611567622 -0.0013726264922790769
leaf_count=47064 109090 619 610 1091 31 43 104 373 32 23 33 54 70 30109 20394 655 79204 5649 429 17197 4691 746 1218 7030 21824 1605 176 165 1934 9668
internal_value=0 0.00338128 -0.175524 -0.262693 -0.0917215 0.482498 0.199985 -0.243471 0.273196 -0.516242 -0.446548 0.947703 0.104782 0.00476722 -0.00268291 0.0171931 -0.0232509 0.0461944 -0.0141244 0.0237654 -0.05968 -0.0650686 -0.0856624 -0.0460957 -0.0963219 -0.317719 -0.491121 0.0114412 0.0385186 0.0480417
internal_count=361931 252841 3083 2432 1341 265 222 1076 651 633 137 85 443 249758 208047 108449 99598 52713 55736 26620 29116 9423 8994 7776 24425 2601 1781 820 41711 39777
shrinkage=0.05


Tree=5561
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 1443 852 735 86 1041 650 791 746 809 289 651 1437 1324 578 917 493 1190 848 15 566 767 518 416 956 757
split_gain=11.9185 11.1553 16.2997 18.7446 42.8175 20.6983 23.872 23.5208 19.8135 18.5296 18.2111 16.9158 29.672 24.0513 20.8344 20.2016 20.1015 18.1732 17.9983 18.2716 17.6216 23.3674 16.804 16.7885 16.7143 16.437 16.2781 16.5909 16.2629 19.0723
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.593744732512876 1.0747610123934368 2.2560756724538602 1.4680215992272687 1.8123759085271225 1.6923072129381651 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 0.70036819076278212 1.1070026357714988 -1.2149334638529161 2.0435551016551368 -0.92372121866922929 -1.1417834959926607 0.27152336588760845 2.2401583428922476 1.2728766368511575 1.0794040238867422 0.90571909922259353 1.0000000180025095e-35 2.7932316895974547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 11 5 6 7 8 9 24 -2 -4 13 14 -13 20 17 18 19 22 -16 -22 -15 -17 -5 -19 27 -12 29 -6
right_child=1 -3 3 4 28 -7 -8 -9 -10 -11 26 12 -14 16 15 23 -18 25 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.5485608657836104e-05 4.0702199092314625e-06 3.5198697865777038e-05 -4.772575728144739e-05 -4.4310932002531758e-05 0.00020983802410378866 -0.00012398484691544128 0.00016687955012532562 0.00023640910418943587 -0.00029830182629886088 0.00034341462199549081 2.2684020221737853e-05 -0.00028353869326262304 0.00010328468330077371 -0.00063210933571834662 -9.3180006455383143e-05 0.00057076501234732085 0.00023680316248273652 -0.00013824221213495918 0.00028764035574676319 2.0591474158384619e-06 0.0012231174114347996 7.2783402004585041e-05 0.00060607519184622735 -0.00010710502203975052 0.0003298974782805141 0.0003584284786542395 0.00039597587478599648 0.00035286571301641111 0.00044368403538563487 -0.0005012553985191743
leaf_count=29559 52958 21518 148889 15560 1486 6902 4478 1520 1655 728 4478 5765 10171 70 21336 461 1630 6083 1542 19385 135 649 468 304 546 329 857 890 1373 206
internal_value=0 -0.0118831 -0.0159795 -0.025068 0.0252135 -0.00231879 0.0271419 -0.00933699 -0.0351024 -0.0128276 0.0181893 -0.0340596 -0.00116335 -0.0269053 -0.0921491 -0.0613063 0.0153917 -0.00141881 0.0322293 0.0139334 -0.0800758 0.337655 0.452584 0.30182 -0.0295473 -0.111156 0.135828 0.0841765 0.272483 0.129161
internal_count=361931 332372 310854 251671 34454 31389 24487 20009 18489 16834 59183 217217 68328 58157 28650 22885 29507 27877 21465 19923 22120 784 538 765 16106 6412 6225 5368 3065 1692
shrinkage=0.000980392


Tree=5562
num_leaves=31
num_cat=0
split_feature=1465 1467 1450 1452 332 1452 227 282 1464 132 1293 1178 1457 694 338 744 626 637 1464 701 1449 1469 1464 1301 828 16 1035 1451 1091 216
split_gain=8.03936 12.2136 17.4921 25.6365 20.7527 18.4613 22.366 17.0247 16.5386 15.9446 15.251 14.3177 12.5967 11.9389 11.7144 12.5721 11.6146 11.3094 11.1047 14.7445 14.1426 14.5033 12.9712 12.5673 14.0028 11.3952 13.1837 10.9534 10.8699 10.8302
threshold=3.116712650924125 -0.44899544734167229 0.11228637269241322 1.8728009796554159 1.0000000180025095e-35 2.1623186976286717 -0.75286505657431968 -0.87221019542095635 0.74657910936426475 1.0000000180025095e-35 -0.70283075274201146 -0.99833486819517459 3.9189526428767678 0.90246070303077908 0.84835182578422852 0.44435819641028773 -0.71688280996583875 0.61569652020100996 0.13308716897351316 0.58123741220480218 0.66825084082819164 -1.2437168825088454 0.66686720811781097 1.0000000180025095e-35 1.0278819389608658 0.69936215274823788 0.50693977670399992 4.8841771283119515 1.0000000180025095e-35 -0.80229350577587755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 5 4 11 6 -3 10 -8 16 -5 -4 18 17 15 -9 -7 -10 20 22 21 -2 -20 24 -22 -25 -27 -13 -6 -30
right_child=1 2 3 7 28 9 8 14 13 -11 -12 27 -14 -15 -16 -17 -18 -19 19 -21 23 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.00023987072310442423 -0.017398544813901254 0.036549800218411421 0.025666475311187931 0.046174446683048265 -0.013788002955170662 -0.002068932718742391 -0.031129508721417051 -0.038658996661931899 0.019818301859471154 -0.015214942553777165 -0.042015164873316246 -0.038158500972637871 -0.011057872001067932 -0.040701700128909474 -0.063052883622446154 0.033534950054448974 0.053764180878195858 -0.03727151940175652 -0.023847077003007845 -0.016949723203807766 0.03510318343161855 0.032858003376855967 0.016686045090724209 -0.037930528302090261 -0.061902172227064636 -0.025007932930195736 0.083575754573561534 0.028700987951746512 -0.0047867931055119214 0.023252301873899435
leaf_count=355741 67 183 95 47 257 50 409 144 339 81 52 439 334 95 172 35 185 60 131 342 134 677 886 160 22 37 21 31 220 485
internal_value=0 0.0791629 -0.0171201 -0.154071 -0.00647592 0.189736 0.0118181 -0.621618 -0.167949 0.611611 0.186861 -0.438012 0.18832 0.0948871 -0.857857 -0.436673 0.850219 0.24466 0.244803 0.0949554 0.399638 0.560205 0.23465 0.0254553 0.461039 -0.38275 0.448179 -0.626362 0.163836 0.285968
internal_count=361931 6190 3379 1977 1527 1402 1086 450 903 316 99 565 2811 494 351 179 235 399 2477 1359 1118 744 1017 374 156 218 58 470 962 705
shrinkage=0.05


Tree=5563
num_leaves=31
num_cat=0
split_feature=683 1235 493 795 633 590 854 797 727 588 920 706 776 564 820 609 1167 1179 659 896 996 919 905 1454 748 221 1456 1242 696 839
split_gain=13.9551 21.3221 20.2998 18.1852 22.2916 25.9662 21.9302 56.169 20.9881 27.2147 22.1061 19.5709 20.1585 19.5566 19.5411 24.5947 19.1665 18.2819 18.2759 17.986 17.8957 22.1142 17.7633 19.7976 19.9958 17.0681 17.0671 17.7093 20.3978 17.2507
threshold=-0.76344857304914582 -1.24934742919911 -1.3961038210069106 -0.29258408639884992 1.7407312976543683 0.58895901036483078 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 2.250834115212506 -0.83967173534858641 1.421269665889898 2.5659293755304176 -0.91508321781816393 1.0000000180025095e-35 1.0000000180025095e-35 1.0360981161417697 0.36672243325552922 -0.65794869715300641 1.1780070679743837 1.0565563832172893 1.0000000180025095e-35 -1.0998475347655339 1.3763541472649148 1.0000000180025095e-35 1.8227074503890177 0.9901232371825377 0.20219029304058442 -1.138793373415292 0.69463018900498763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 -6 7 -5 11 10 13 12 25 -10 15 17 18 -8 -9 -11 -17 -22 23 24 -16 -3 29 28 -28 -24
right_child=1 3 -4 6 5 -7 14 16 9 19 -12 -13 -14 -15 22 20 -18 -19 -20 -21 21 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.534530697179091e-05 0.00018858705390134811 -4.8749943136306388e-05 -7.0388489250850639e-05 -5.3593344301547071e-05 -0.00013276744842778774 0.00013662881365590228 -7.1475827202741149e-05 -8.2096347819985604e-05 -0.00042109850010228945 0.00031313608567133384 3.9801285087133371e-05 0.0001055519436171476 0.00030553643727639589 0.00024279740874496854 0.00013566078684641554 -5.2274503320468047e-06 -0.0007694814821699804 -0.00023320274937002784 0.00032796080594565019 -0.00015465576150736079 -3.0390580039992056e-05 -0.00030375293720231994 -4.9952482220149207e-05 -0.00035689247249737449 0.00058013823291787293 0.00016960897666487508 0.00088429915735386004 0.00033675410041828998 -2.1186787617178786e-05 8.6482090874057794e-05
leaf_count=106157 1965 28887 37270 6584 8010 2173 14197 562 240 2893 44404 7626 880 3757 2113 48134 92 5514 3595 417 3430 2094 18341 332 807 1671 120 1369 2282 6015
internal_value=0 -0.00110475 -0.0578468 0.00676122 0.0290995 -0.0724363 -0.0126421 0.0803909 0.0403566 0.069498 0.0554687 -0.000666449 -0.0254426 0.211035 -0.0231407 -0.043338 0.263054 -0.117255 0.281952 0.258481 -0.0199004 -0.133863 0.0248129 0.195197 0.258976 -0.0355197 0.00737726 0.146648 0.0278159 -0.0152147
internal_count=361931 255774 39235 216539 100958 10183 115581 10833 90775 51711 48401 39064 31438 3997 104748 73369 4249 19711 4157 3310 53658 5524 31379 3252 2920 30558 28127 3771 2402 24356
shrinkage=0.000980392


Tree=5564
num_leaves=31
num_cat=0
split_feature=614 890 664 710 1452 1470 332 119 671 767 899 215 1284 1454 1450 1296 1470 1468 1465 1152 974 1071 982 1451 816 768 434 907 409 1186
split_gain=15.5928 17.4415 20.4903 19.4698 24.8683 22.0896 20.8546 26.2517 22.1289 28.2561 23.8062 24.4874 21.1993 20.813 20.4582 19.9018 19.5333 20.7769 20.5539 19.4831 19.5146 19.2154 19.7342 19.1921 21.5225 19.1384 19.1637 18.8487 18.7461 18.717
threshold=-0.75411934043310735 -1.3230736206490437 2.3848607387285203 2.4790415170315945 0.96217136071467979 1.2551600099720808 1.0000000180025095e-35 1.0000000180025095e-35 0.66766422009387627 -0.2267312707933449 -0.11713460716802231 -1.0550163456964727 1.3240852190141783 -0.91909735138557946 -0.51349748097923831 1.197639789072136 -0.45970783276256971 2.7220206540297416 -0.10699521629734682 1.0000000180025095e-35 -1.7880986952117737 0.69084194168817237 1.5336679733903336 -0.45820743490460197 1.6237992503990648 1.8936793896627242 3.7374297967062331 -0.90487801060676298 1.0000000180025095e-35 0.14508162182578443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 3 6 5 -5 7 16 10 -10 27 -12 13 -9 -7 -14 17 28 19 20 -18 -13 -23 -20 29 -2 -27 -8 -3 -25
right_child=1 2 -4 4 -6 14 8 12 9 -11 11 21 15 -15 -16 -17 18 -19 23 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-3.7252766425292414e-05 -4.2844495524282711e-05 4.1862385014824588e-05 -0.00013201110483268449 5.6435642401711891e-06 0.0004867507049267366 -2.1395952415501514e-05 0.00012477977519849827 0.00026539097936920217 8.1483905131132553e-05 -8.7194459544986936e-05 -0.00010447871029600025 0.00010085254664603659 -0.00019605180911286995 1.4871104613309405e-05 0.00072847854826818363 0.0001525891369004345 0.0014310019447429424 -0.00039591422805113297 -0.00032792877973368133 8.9395311820746667e-05 -0.00011406606671456904 3.6587348225591749e-06 -0.00050936012379381671 7.4232099696035868e-05 -0.0005225303349541973 -0.00030884038695501979 0.0017948986451742754 -1.4820579730862691e-05 -0.000195300631167801 -0.00021942550870548169
leaf_count=107272 23784 15163 8057 3760 714 298 5090 1637 6042 15070 4020 37373 4073 46135 394 959 72 874 5130 5015 13187 5692 352 3475 865 2492 23 38867 3311 2735
internal_value=0 -0.00124897 0.00436996 0.00773248 0.141914 0.0754167 0.00434213 -0.0217288 0.023505 -0.0387191 0.0382866 0.0713123 0.00960113 0.0239045 0.432455 -0.129627 -0.069111 -0.00685426 -0.113686 -0.0570131 -0.109607 0.0847004 -0.0258947 -0.202102 -0.111622 -0.0664453 -0.28919 0.00120812 0.0109664 -0.0579535
internal_count=361931 254659 228360 220303 5166 4452 215137 102631 112506 21112 91394 47437 52804 47772 692 5032 49827 19348 30479 18274 13259 43417 6044 12205 7075 26299 2515 43957 18474 6210
shrinkage=0.000980392


Tree=5565
num_leaves=31
num_cat=0
split_feature=728 813 1445 852 624 152 565 1177 1049 278 785 714 906 730 746 557 1242 781 762 689 70 215 1369 285 421 1258 690 221 666 896
split_gain=12.6394 15.0258 13.1893 15.0383 15.3608 16.6407 16.1717 19.957 16.0729 15.5944 14.2041 14.9903 14.3956 26.8657 24.4294 17.6185 17.2503 16.3307 16.5876 16.8685 15.7912 15.7912 15.7452 15.7177 14.8698 18.6487 16.401 16.0083 14.8016 15.6953
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 0.14888729770446407 2.3822369993612553 1.4123788430816693 0.67272422835683587 -1.1466874127233166 -1.2024347672230498 -0.86283290253235112 1.0000000180025095e-35 0.2279960799088839 -0.33215574005720661 0.66766320980544069 0.18896096547219607 1.6331823629825686 1.0000000180025095e-35 2.109947825562037 1.1511195098725142 -0.53508157242819077 2.892522238250677 2.8645187208279692 -1.1314088910883546 -1.3314411639274428 -0.12875348782334053 -2.505024617274985 2.8150707155461245 0.45873907618427312 0.42670496010513392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 9 7 -6 -8 -5 11 -1 24 14 21 28 17 18 19 22 -21 -14 -15 -22 25 -12 -26 -27 -16 -30
right_child=1 -3 -4 4 6 -7 8 -9 -10 -11 12 -13 13 16 15 -17 -18 -19 -20 20 23 -23 -24 -25 26 27 -28 -29 29 -31
leaf_value=-0.00011287289341646693 -7.0781614580790636e-05 -9.1103684680851442e-06 -5.0996915237128141e-05 -0.00028729488411993059 0.00011605240467447373 0.0003941695753558741 -0.00065396563724310123 -0.00010337266642072077 0.00037171374843932898 5.1979334061660219e-06 2.0252465815456904e-06 8.976162629320478e-05 -0.00010502892844723705 -3.1936031852022519e-05 0.00015526025888676931 -0.00010086524950984226 0.0003561071145614102 0.00013082450154460531 0.00030635107147754655 -0.00074863344743775033 0.00091243572949792188 0.00049009515669201599 0.0011891336724862891 -0.00025142895097177441 -0.00031759713844290566 -0.00032173661403470642 1.2167487952249233e-05 0.00084861234894826861 9.4934879680470553e-05 -0.00041889203178592011
leaf_count=2399 47070 62020 32930 1230 10160 435 89 2441 1244 12675 2737 13814 34436 7012 4425 2901 852 4843 612 383 63 193 44 790 904 2160 111904 50 629 486
internal_value=0 -0.0332555 -0.000762388 0.00475186 0.0519562 -0.000615211 0.102185 0.0777057 0.324254 -0.0151549 -0.00280935 0.0633579 -0.00872052 -0.0399121 -0.0704575 0.0302402 0.0459133 0.0257033 -0.0342366 -0.0636805 -0.339228 -0.102556 -0.022805 -0.146897 0.00512322 -0.121727 0.0102 -0.291269 0.102685 -0.122014
internal_count=361931 109090 252841 219911 28274 14340 13934 12601 1333 13905 191637 16213 175424 57669 43070 8441 14599 13747 8904 8292 1236 34629 7056 853 117755 4947 112808 2210 5540 1115
shrinkage=0.000980392


Tree=5566
num_leaves=31
num_cat=0
split_feature=181 271 638 277 1051 776 1245 277 1396 834 1457 1203 1175 1133 134 701 1454 1452 1226 691 21 1457 1465 1451 1451 828 1453 1453 1463 21
split_gain=12.3004 12.8688 19.435 17.8465 17.2268 21.9052 16.9858 16.7586 18.0958 17.2271 17.3101 16.4052 16.2889 16.4427 16.5921 15.8959 14.9011 21.7919 17.994 18.1003 29.1722 26.9976 27.5429 24.9631 33.8384 26.5146 25.3321 28.3281 24.933 22.4194
threshold=1.0000000180025095e-35 1.8295593016215455 0.62483008631466586 -0.06700981204132743 0.13406402068058798 1.020976923610881 -0.5330346847773455 0.40115015212700239 0.61619135315350448 -0.25619384768510822 1.2569076175657832 -0.50375769823288019 -0.24353319236582135 0.39402636846919159 0.18779443907580573 1.4761095297557725 -0.2363894608792538 1.2756511722692228 1.3976603854473784 0.051602462500029832 -0.13431221002227373 -0.50793349043811953 1.1562778345281837 0.54872951183746299 0.49644332794650176 2.4043974048115762 0.89653246390762387 1.2904438997469929 0.49140614438290092 1.9458729514926574
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 -3 6 -6 -5 8 9 -8 -11 -7 13 -10 -15 -13 17 18 19 20 21 22 -1 24 25 26 -22 29 -25 -28
right_child=-2 2 -4 4 5 11 7 -9 12 10 -12 15 -14 14 -16 -17 -18 -19 -20 -21 23 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.00013964319527584595 -4.0201608541345689e-05 -0.00010527284725231363 -0.00020683878489123115 0.00032506664718980635 -0.00020670286214092464 0.00080272013756961286 0.00044470273400270052 -9.4157416126550725e-05 -0.00048917794171584347 -0.00045226401369448491 0.00099807027399444973 -0.00021980613498973902 0.0012656945949633719 -0.00042383494981655732 0.0027181003972918264 0.0018322400023811811 1.7708421905435915e-05 -0.00021022994466597108 -9.6124005232837184e-05 -4.4261721189140845e-05 -1.0093432930465848e-05 2.1292476858927994e-05 0.00084619057338942017 0.00020668851282236748 -0.00079817062932461917 -0.0004462374226265363 -0.00037484392975605126 1.7725413919759742e-05 -0.00024411678810173896 -0.0015079502427705598
leaf_count=10914 75166 8557 5225 2021 2467 233 374 2286 94 422 43 298 144 21 20 20 125135 3676 13072 43241 36482 23459 249 3749 359 865 1427 1097 709 106
internal_value=0 -0.00367324 -0.0645624 -0.0237756 0.0600878 -0.0997431 0.144906 0.0352938 0.279258 0.0895678 -0.26308 0.347824 0.80045 0.12059 1.41706 -0.0497931 0.000377802 -0.0168472 -0.0123966 -0.00372771 0.0161295 0.0682813 0.161316 -0.0214736 -0.0396025 -0.0339727 -0.0258018 -0.241957 0.137836 -0.457302
internal_count=361931 286765 22225 17000 8443 3018 5425 3404 1118 839 465 551 279 135 41 318 264540 139405 135729 122657 79416 34622 11163 44794 40336 39977 39112 2630 4458 1533
shrinkage=0.000980392


Tree=5567
num_leaves=31
num_cat=0
split_feature=614 890 795 633 590 727 588 920 762 768 434 854 797 710 638 1002 921 651 965 210 416 81 80 1024 492 322 706 986 710 1452
split_gain=12.2897 15.0321 19.5985 20.5506 22.7674 21.3936 31.3236 19.7749 19.379 19.1465 19.1938 18.3961 50.4565 23.5021 21.661 20.0876 24.8786 24.6486 25.5829 18.9277 18.5063 18.2977 18.1729 18.2736 18.0459 17.2618 17.2419 21.7793 17.6201 28.1329
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 1.7407312976543683 0.58895901036483078 1.0000000180025095e-35 2.250834115212506 -0.83967173534858641 -0.14069470999436542 1.8936793896627242 3.7374297967062331 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.273276721297012 0.69854289147193727 1.0000000180025095e-35 1.1107569744011787 1.4967165609810034 -0.37641982178211458 1.3257286748036605 0.69884460077894406 -2.1236727662877013 1.3727948663943095 -0.56898954327853235 1.4725277493311824 1.0283154492864859 -0.12565939394204428 1.9207401787728819 0.065831437678632129
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 5 -5 26 7 8 21 -2 -11 12 -4 15 20 16 -13 18 -17 22 -15 -7 -18 -24 -22 -16 28 -28 -3 -30
right_child=1 2 11 4 -6 6 -8 -9 -10 10 -12 13 -14 14 25 17 19 -19 -20 -21 24 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-3.4217258782701256e-05 -3.9290106484878293e-05 -6.8339903640567847e-05 -5.7301883931317097e-05 -0.00012342750716637594 0.00012295756814342866 -0.00011413105524364239 0.00025904374420635261 3.5837370121549968e-05 0.0003104898598330129 -0.00030561395490365695 0.0018024856568921916 -5.1616992246525675e-05 0.00023437756077497707 5.098311746048596e-06 0.00044562617760111791 -0.00010864313250010652 0.0011685200575556518 -0.00033761990215890606 0.00019208390095736517 6.494728627180574e-05 0.00060611453234264462 0.00039184811135102815 -3.4529506103116597e-05 -0.00039840966233105845 4.7569087504972484e-05 -0.00099177107575704692 0.00012465375331179422 -7.0942028674377244e-05 -5.1366153351045847e-05 0.00026207184046612346
leaf_count=107272 23784 21274 6883 8599 2282 1362 3410 46279 2466 2492 23 55382 4397 7863 851 12400 55 2000 1439 20335 439 439 8811 1010 547 54 9196 4823 3665 2099
internal_value=0 -0.00225658 0.00295552 0.0256837 -0.0690286 0.0363533 0.0652395 0.050487 0.193358 -0.0628473 -0.285861 -0.0167186 0.0675158 -0.0260147 0.075956 -0.036908 -0.0225577 -0.110136 -0.0765402 0.0291681 0.0423778 0.0153619 -0.0576693 -0.0659374 0.312048 0.391853 -0.00416813 0.0634998 -0.0376655 0.0704172
internal_count=361931 254659 228360 105894 10881 95013 53956 50546 4267 26299 2515 122466 11280 111186 9754 101432 85593 15839 13839 30211 8849 1801 9876 9821 986 905 41057 14019 27038 5764
shrinkage=0.000980392


Tree=5568
num_leaves=31
num_cat=0
split_feature=677 878 683 1467 271 728 782 9 1470 885 1002 651 213 927 1043 1382 486 197 209 1449 630 65 885 1400 699 70 1171 627 766 1259
split_gain=12.8441 27.674 19.1609 21.1013 20.28 18.2626 21.2554 20.6018 21.6329 17.9319 18.8747 23.0753 20.6228 19.9196 22.4114 18.886 18.6299 18.594 18.0088 17.8561 17.4071 17.3584 16.959 16.9561 19.5392 17.4774 19.1425 16.4176 16.483 16.6746
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.76344857304914582 1.4788072840855835 0.55480761047847393 -1.3163276726681863 1.0000000180025095e-35 0.67346826975693308 -0.66864575383138913 0.35018306414905159 0.69854289147193727 1.0000000180025095e-35 0.3125131892489254 1.0483613175537825 1.0092399748889116 -1.3627008148034219 1.2992370603506072 0.68923901588140069 0.2523317487188691 0.52358129808114695 1.0155669291166356 0.77605621623814935 4.8263866747680533 -0.52957939746957516 1.0515789206008181 -0.82095645703691889 2.378381330628351 0.51146698150425995 -1.2067979537695697 2.5721374894644318
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 20 -4 7 -7 -9 23 13 18 -13 14 15 -11 19 -18 21 -17 -5 -12 -8 25 -25 -2 -27 -26 -29 -30
right_child=9 -3 3 4 -6 6 22 8 -10 10 11 12 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 27 26 -28 28 29 -31
leaf_value=-0.00017475004105520236 0.00010751137313323895 -2.1089500336272859e-06 6.1701133124635648e-05 0.00024761618236270966 -0.0003789372372606092 4.3434391573729865e-08 -0.00015509411622701159 3.7578976489755075e-05 -0.00030766495053347726 -0.00021303947497495053 2.1529553834590449e-05 -6.406372326911978e-05 -0.00036839833836677994 -5.2864489749371571e-05 -5.7459531214723583e-05 8.7052630804514668e-05 -0.00015697109696204855 0.00037219286583340365 0.00020650820039418071 0.00021472748700670079 -0.00033640669387357706 -0.00037526183843651786 0.00032594595398628793 -1.8561372285329121e-05 -6.4280857459855467e-05 -1.4199678401752976e-05 0.00019598710111315364 0.00039258539782131103 -0.00030391111806118298 0.0011502325031818462
leaf_count=20021 9271 89554 6088 2896 603 20474 24666 1847 3464 1197 2659 3120 1515 6790 5208 22784 2005 349 1884 5942 389 712 329 76125 9914 36007 2013 217 3844 44
internal_value=0 -0.0277847 -0.0692831 -0.0515808 0.127777 -0.0653483 -0.0832865 -0.0349635 -0.184137 0.00124146 0.0334138 -0.0518009 -0.163498 0.0522141 0.0716587 0.0927485 0.101424 -0.0816748 0.0452137 0.116322 0.192508 -0.0503122 -0.146461 -0.013895 -0.0331715 0.0212317 -0.00104316 -0.118042 -0.252726 -0.291473
internal_count=361931 170331 80777 60756 3888 56868 50780 25785 5311 191600 54165 9890 4635 44275 37485 32277 31080 2354 5255 28726 3285 3371 24995 137435 90144 47291 38020 14019 4105 3888
shrinkage=0.000980392


Tree=5569
num_leaves=31
num_cat=0
split_feature=476 351 558 76 361 271 912 907 907 1387 774 774 144 1394 1121 86 21 1392 1460 12 598 563 426 1262 1109 1116 843 326 150 698
split_gain=8.23734 12.8854 14.4939 15.4802 14.0532 13.1574 16.0773 14.3432 14.8648 15.3747 13.5224 15.6709 13.2706 16.548 13.174 14.4457 13.1712 26.4024 19.717 17.7538 16.3811 15.7191 17.4099 17.5955 17.0722 15.5492 16.5455 16.6994 16.696 16.4333
threshold=-1.316508667510939 1.2027449423016912 2.3417601040204432 0.43125422168287808 -1.0449252368312687 3.1043109927646175 -0.4789676878519385 0.53533014021484682 0.48132233455903634 1.0599519111676365 -0.45727985055795417 0.65564194633449324 1.0183957816284683 -0.4834107205712645 0.78314975409821208 0.37189398725414308 -0.13431221002227373 -0.69020448842896664 1.3228809068545828 2.9932237025798485 2.8992606647053765 0.085852823941537496 -0.9167622850321212 0.19358794286387182 -1.7246204649615986 -0.68682048477353386 -1.1259210901645276 1.0000000180025095e-35 0.25178001118037691 0.44166497169141439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 16 7 8 9 10 -7 12 13 -12 -9 -16 20 18 19 -18 25 24 -23 -24 -19 26 27 28 -1 -27
right_child=-2 2 3 -5 -6 6 -8 14 -10 -11 11 -13 -14 -15 15 -17 17 21 -20 -21 -22 22 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.023288731338789743 6.451198287022792e-05 -0.0079594134210401405 -0.041219653289325524 -0.036346815164349219 0.077090878491481954 -0.0046811423973438368 -0.016851893078424624 -0.037039412792178088 0.12061283167379444 -0.026834288272967362 0.089529262529165321 -0.010360164173013288 0.14342689148958152 0.017680379333186516 0.045673812071311298 -0.030710375128984991 -0.01155495435624105 0.081851539874006035 0.010165441653221105 0.10712137024503138 -0.020770872225333244 -0.00560110538484602 0.018684307737291735 -0.0043813880000757666 -0.0031497212272629509 -0.0040051789092272689 0.0065000154516326293 0.0028529105773082877 0.012085430153773766 0.0032264102231647392
leaf_count=1784 286912 7261 26 67 93 294 2446 354 25 184 63 117 27 185 104 122 7466 42 668 21 1515 1256 1707 727 8155 15077 13865 2429 427 8512
internal_value=0 -0.0297956 -0.139847 0.638059 1.12333 -0.0183026 -0.185785 0.0523499 0.261044 0.200208 0.389093 0.707704 1.0311 0.846537 -0.344044 0.211232 -0.00978591 -0.0635927 -0.180321 -0.223998 0.018101 0.0118935 0.141792 0.253118 -0.0546088 0.0246368 0.0847966 -0.0646615 -0.305907 -0.0207434
internal_count=361931 75019 7447 186 119 67572 3921 1475 895 870 686 392 275 248 580 226 63651 20042 8155 7487 43609 11887 3690 2434 8197 42094 18505 4640 2211 23589
shrinkage=0.05


Tree=5570
num_leaves=31
num_cat=0
split_feature=728 1431 1020 706 686 558 1191 774 864 701 1250 437 280 1314 976 1377 8 442 1255 687 1062 487 287 219 1388 1182 282 841 842 626
split_gain=12.2553 15.0831 13.7078 13.4155 15.7951 14.1717 14.5716 13.8709 18.9217 18.6736 17.5806 16.7677 15.5227 17.633 16.6737 16.5006 17.5554 15.2375 15.4653 16.5539 15.8522 16.6808 15.6702 14.9173 14.811 14.6858 14.5845 13.854 15.0932 14.4684
threshold=1.0000000180025095e-35 1.0099929608726099 1.0000000180025095e-35 1.5724059030450566 1.0000000180025095e-35 1.329275187929347 4.7607379442394828 1.2523574629661887 -0.31720521507743832 0.084086235787596317 1.1912332212148562 -0.85294856684639753 -0.87766184637535438 2.2185597717683798 2.5542780915487442 0.9634719985062733 0.64173276068922547 3.2825826359195389 0.65165674423981146 -0.70079138482271952 -0.89382332160399136 -0.78205545874808602 1.2685865278820585 0.82660865892046476 -0.89509246120240527 2.4840240950107395 1.8918837660260688 -0.79164990803083646 -0.90581925484309267 0.60359008649180179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 7 6 -5 12 9 -9 17 -11 13 15 25 -4 -17 18 20 -20 21 -10 24 -12 -22 -14 27 28 29 -13
right_child=2 -3 3 5 -6 -7 -8 8 10 11 23 26 14 -15 -16 16 -18 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.5109143794223194e-06 -6.8828172028855231e-05 -4.7807748490369475e-05 0.00020593338846744636 7.5566911459573372e-05 -9.680185904424272e-05 -0.0002240339344064336 0.00093602254810654507 7.2469572404064414e-05 -0.0011301387899154219 -0.00077919422666370775 0.00089636140251835939 0.001545644791268554 -3.0021465189653643e-05 -0.0009533203617082248 -0.0007096992456087774 -0.0004126517217544142 0.00034584299550527675 0.001106082619919468 0.00059657725292131133 -0.00075409145463090836 0.00059204763188517413 0.0010939277374030331 0.00066322101997637708 -0.0003082102809026018 -0.00030558534475582874 -0.00061751603120071446 -0.00090980059497352379 0.00081925476617823213 -0.00057664356107206256 -0.00095242378202185047
leaf_count=215094 47529 37747 3083 11487 17404 1006 109 886 28 48 136 46 23348 78 241 549 216 43 46 390 121 111 116 72 960 308 43 569 93 24
internal_value=0 -0.00117087 -0.0331733 -0.0101723 -0.0288756 0.0620802 0.0859701 -0.000205988 0.132845 0.304865 -0.0272105 0.548968 -0.018851 0.115098 -0.0424808 0.137146 -0.176852 -0.113759 -0.15345 -0.56664 -0.0284951 0.745506 -0.117547 0.543377 -0.213228 -0.0366111 0.626457 0.68808 0.0469844 0.914212
internal_count=361931 252841 109090 61561 48959 12602 11596 31555 3732 1709 2023 823 27823 3926 23897 3848 765 1815 1772 436 1336 139 1197 208 1081 23656 775 732 163 70
shrinkage=0.000980392


Tree=5571
num_leaves=31
num_cat=0
split_feature=1423 785 728 852 416 1396 1077 1326 1323 967 909 843 710 921 476 7 73 51 641 909 705 56 906 1082 1181 996 51 1389 462 1428
split_gain=15.2388 17.7045 16.4591 17.0728 20.1301 21.5251 19.8821 18.2404 18.0966 17.2347 17.0804 19.6364 20.5165 18.3598 18.6214 19.0437 17.8234 16.666 16.3124 16.1197 26.8264 18.1733 16.3728 16.5533 16.8625 16.1978 15.5967 15.7073 15.8979 15.4809
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -1.3099277444389965 2.7083443205788176 4.2406324835638474 -0.40019324086167951 -0.52255109529186206 1.3545109027618707 2.1724709440816965 1.1161777950017624 1.3536697095467554 1.0000000180025095e-35 0.52296557744356353 -1.026719970821196 1.1801114503488062 -0.68916341501484679 -0.82178358410348673 1.0177766212561699 -0.90443966510910612 1.5243871133269826 0.43380064569024085 1.0000000180025095e-35 -1.3815004355161631 1.0565563832172893 1.0000000180025095e-35 2.5062246349197141 3.5900732819318715 1.8149162610659533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 7 6 8 -5 -6 19 13 12 -12 -10 -15 16 -16 -4 -11 22 25 -22 23 29 -25 -21 27 28 -26 -3
right_child=-2 2 17 4 5 -7 -8 -9 10 18 11 -13 -14 14 15 -17 -18 -19 -20 20 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=5.2288599124913924e-05 -4.5385958211240992e-05 -9.238448863580289e-06 1.3685689692532174e-05 4.827355567646238e-05 -1.6091488042841755e-05 -0.00032536211065180325 -0.00097782522839337397 -0.00029064079090580487 1.808565071194782e-05 9.5788700457720836e-05 -0.00012531925363089294 0.00043561603718261267 0.00054837274765983236 0.00019761716110848184 -0.00037178704901394925 8.1657979043000772e-05 0.00058958127257120263 -6.7005684966474436e-05 -0.00015133747272576948 6.5731979385072687e-05 -0.00013732061971603873 0.00013963951552561232 -4.5664034166673026e-05 0.00023541640886449961 6.5861149693693298e-05 0.00059909276439496244 -2.5432394496209123e-05 0.00050360926935724692 -0.00060398553403902375 -0.00023704462550038107
leaf_count=24350 74863 25383 21133 1712 17109 798 99 2320 21200 1730 870 1093 241 6800 738 7063 94 56841 8915 2391 13042 1037 28041 2679 24711 262 13976 386 202 1852
internal_value=0 -0.0052883 -0.0110929 -0.000405504 0.0298699 0.0392481 0.0442431 -0.145605 0.0459091 -0.0162305 0.0712929 0.252678 0.0427131 0.0597082 0.117946 0.0476646 -0.262834 -0.0436235 -0.110571 -0.00842414 -0.0731053 -0.113979 0.00310649 0.0210714 0.0489762 0.127599 0.0382784 0.0693784 0.062659 -0.0229606
internal_count=361931 287068 262718 184744 60137 56105 55307 4032 55208 124607 38099 2204 1111 35895 14695 7895 832 77974 10645 113962 16732 14079 97230 69189 41954 2653 39275 25299 24913 27235
shrinkage=0.000980392


Tree=5572
num_leaves=31
num_cat=0
split_feature=614 890 768 434 795 633 590 727 588 920 762 854 797 710 638 1002 921 651 965 287 1106 283 416 210 81 706 986 492 567 609
split_gain=11.3265 15.3538 19.1491 19.0398 17.9371 20.5971 22.7891 19.6663 29.9639 19.6774 19.2975 19.0624 51.8927 22.4652 21.5167 20.2516 24.687 24.66 25.1639 18.8687 18.7056 22.1239 18.518 18.4262 18.2567 18.0005 21.9486 17.9117 17.3293 17.2569
threshold=-0.75411934043310735 -1.3230736206490437 1.8936793896627242 3.7374297967062331 -0.29258408639884992 1.7407312976543683 0.58895901036483078 1.0000000180025095e-35 2.250834115212506 -0.83967173534858641 -0.14069470999436542 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.273276721297012 0.69854289147193727 1.0000000180025095e-35 1.1107569744011787 1.4967165609810034 -1.3240904332894121 1.5428342503840602 -0.41066699336541324 1.3257286748036605 -0.37641982178211458 0.69884460077894406 1.0283154492864859 0.012041997314298827 -0.56898954327853235 0.55154411341296539 0.98843275535716713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 25 9 10 24 12 -6 15 22 16 -13 18 -17 -18 23 29 -15 -21 -9 -3 28 -24 -27 -22
right_child=1 4 3 -5 11 6 -8 8 -10 -11 -12 13 -14 14 -16 17 19 -19 -20 20 21 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.159918850540762e-05 -3.8575295673670107e-05 -3.5551735372533191e-05 -0.00030502429909538262 0.0017930735977199428 -5.5317537765630209e-05 -0.00012316245627955031 0.00012346972105772841 -0.00011444731290451278 0.00025428696587024039 3.5519252640366503e-05 0.00030966707192502991 -4.914744559935043e-05 0.00024063865447737981 5.0446008371298149e-06 0.00038321606243499204 -0.00010640561217343982 -0.00026432890933810447 -0.00033589799808953885 0.00019194472670401071 -6.8195365276632204e-05 0.00020509429602683581 0.00039858047372224681 0.0006051315772182571 6.0847315390961295e-05 0.00039127329185060638 0.00018377630373774795 -8.9246343709818723e-05 4.8615723760713052e-05 -1.9913487362659799e-05 -0.00031847684889409271
leaf_count=107272 23784 27038 2492 23 6883 8599 2282 1362 3410 46279 2466 55382 4397 7863 905 12400 1376 2000 1439 8420 748 1389 439 17805 439 6919 3994 547 3106 473
internal_value=0 -0.000858406 -0.0621362 -0.28531 0.00441232 0.0261683 -0.0687006 0.0368574 0.0645709 0.0501376 0.192733 -0.0144227 0.0713649 -0.0238937 0.0758498 -0.0345535 -0.0201331 -0.108124 -0.0745079 0.0314304 0.0421078 0.218008 0.0423702 0.0233493 0.0149843 -0.00201628 0.0671657 0.312134 0.122317 0.00321714
internal_count=361931 254659 26299 2515 228360 105894 10881 95013 53956 50546 4267 122466 11280 111186 9754 101432 85593 15839 13839 30211 28835 2610 8849 26225 1801 41057 14019 986 10025 1221
shrinkage=0.000980392


Tree=5573
num_leaves=31
num_cat=0
split_feature=785 728 885 1449 1455 539 1377 1002 1450 1248 572 1061 1004 1454 893 1467 1118 294 1185 1176 718 930 545 1356 941 1148 608 790 1185 890
split_gain=15.9321 12.8546 12.4677 16.7357 26.2437 16.982 16.9178 16.5973 16.8547 16.8356 16.1633 18.9103 19.271 18.3381 16.7048 16.4182 15.9211 15.8792 16.4549 15.5986 15.0972 29.6083 24.2779 22.2771 27.4233 22.6545 22.7542 29.0284 20.7556 21.4202
threshold=-0.86283290253235112 -0.90320472132347296 0.35018306414905159 1.2624102624837521 1.2270625707982405 1.0000000180025095e-35 -1.0606629817441902 -0.32459312438081372 0.25736028940779887 -1.3972270305553784 -0.80326163028523578 -0.87357009987099121 0.59444477453878863 0.83666458647197584 1.0000000180025095e-35 3.0124991923077498 0.37493962751553139 -0.93296500049690056 2.5744688783126342 0.54032782744357311 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 2.8409731090507102 1.0000000180025095e-35 3.073785392405322 0.66665475971017707 1.8618223311409718 -0.70607139715668366 -1.3230736206490437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 6 -5 -6 -4 8 9 -8 13 12 -12 -9 -15 -13 -17 -10 -19 -11 23 22 -22 25 -25 26 -2 -28 -24 -30
right_child=2 -3 3 4 5 -7 7 10 17 19 11 15 -14 14 -16 16 -18 18 -20 -21 21 -23 28 24 -26 -27 27 -29 29 -31
leaf_value=-0.00010349246428708948 -5.733064629012467e-05 5.5826797732712953e-05 -7.5078323685594958e-05 0.00015232027548775466 -0.00049638596092316516 1.5894506098173709e-05 -0.00057964327765243112 0.00012635301892222799 -0.00063925374029245852 0.00012411699986166901 -7.9819561399727191e-05 -5.2143292257142497e-05 0.00026901741661824368 -7.1849507728442781e-05 -0.00086505304489492086 0.00063042318179241615 -0.00034266379084522735 -6.6676764925612385e-06 -0.00071235524127443014 -1.272162024175659e-05 5.4440194502811242e-06 -4.1039146074421647e-05 -1.2517663854936562e-05 -9.2514383522131441e-05 0.00031812575758469685 0.0001943053052310581 -1.5529902479561185e-05 0.00018371215704815475 -4.3917239065151911e-05 0.00028430602966903926
leaf_count=3254 145468 26305 15640 6748 630 679 280 5774 263 16270 1255 35202 1714 645 194 287 105 6219 180 5346 13261 25663 2657 1308 1704 1989 32981 3851 1344 4715
internal_value=0 0.0415927 -0.0138935 0.00716307 0.102141 -0.189799 -0.00218876 0.0110695 0.0544122 0.0847888 -0.0152338 -0.0330086 0.132341 0.085134 -0.222396 -0.0478672 0.389209 -0.0465035 -0.0258894 0.0906816 -0.0242619 0.0127185 0.0760364 -0.0349311 0.149265 -0.0390037 -0.0422909 0.00676369 0.16288 0.22938
internal_count=361931 29559 332372 97431 8057 1309 89374 73734 28558 21896 45176 38563 2969 6613 839 35594 392 6662 6399 21616 234941 47640 21977 187301 3012 184289 182300 36832 8716 6059
shrinkage=0.000980392


Tree=5574
num_leaves=31
num_cat=0
split_feature=1423 1454 117 21 1460 123 1008 1402 690 1467 1465 484 227 898 498 1341 346 1454 1453 430 557 73 131 746 13 143 484 291 227 117
split_gain=8.40068 12.2968 17.837 16.3139 16.1972 15.3219 14.0753 15.124 14.4523 13.9555 21.9405 15.502 13.3217 13.3095 13.0529 12.6652 12.4632 12.1502 21.1203 12.7838 12.1302 12.1188 11.6992 13.598 13.9002 13.8397 16.6417 14.1407 14.6866 15.2375
threshold=1.0000000180025095e-35 3.4974816677026177 1.0000000180025095e-35 4.5933813388752975 4.3333648789328931 2.0305314776371124 1.0000000180025095e-35 0.63438244246261755 -0.15069577280414334 4.808695702623436 -0.57279120918936322 -0.22853480692240691 0.12068909380967684 1.7939364429798361 0.46392066411692634 0.52236833838155217 2.2729813834108188 3.0085123799794213 1.9142027959396961 -0.39181977418658193 1.0315589075982536 0.54419382472112121 -0.37314326152536875 1.0000000180025095e-35 -1.0154971524210996 -1.3367363279351565 0.1045882393149573 1.2046412159661186 4.2251396951354412 1.8421106730875214
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 9 5 14 8 16 12 17 13 -12 -3 -11 -4 -10 -8 -1 -19 -20 -13 -14 -2 25 -25 -24 27 28 29 -27
right_child=22 2 4 -5 -6 -7 7 -9 15 10 11 20 21 -15 -16 -17 -18 18 19 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-8.7538314834666842e-05 -0.0037178821125434629 0.014866781833772748 0.0003192708305106034 0.05340455474301712 -0.074673302142595308 0.066896522602499314 -0.0021011961434773507 0.020135513910878443 0.019205374768528672 0.03363702027078893 -0.012378313554106237 0.0095229431019592838 -0.054178855176194057 -0.049398785783931351 -0.032178233156300383 0.051960835508283579 0.062087392366360732 -0.044722265711862719 -0.034638421377975834 0.05552449193666692 0.067653141186480761 0.031657842842345379 0.018113056757258508 -0.0075379834952598096 0.0025165678875688647 -0.0018051404632985811 -0.0088641813093730312 0.0088037351497149367 0.092006555754058805 -0.024311626917380962
leaf_count=281373 30569 356 632 70 55 31 1578 520 392 409 453 268 86 33 212 191 38 233 28 40 43 27 585 2507 20448 10431 7733 1921 27 642
internal_value=0 0.00128527 0.119186 -0.000736439 -0.159498 -0.0926684 0.19278 0.0925237 0.396835 -0.00103738 0.223964 0.00556482 0.107078 0.590382 -0.15457 0.616882 -0.013162 -0.00226062 -0.474811 0.451187 0.362071 -0.608596 -0.029345 -0.00535562 0.0318214 -0.0571069 -0.0682761 -0.015231 -0.0534119 -0.0582178
internal_count=361931 287068 4118 282950 930 875 3188 2136 1052 282880 1206 764 469 442 844 583 1616 281674 301 68 311 113 74863 44294 22955 21339 20754 13021 11100 11073
shrinkage=0.05


Tree=5575
num_leaves=31
num_cat=0
split_feature=785 885 1179 1449 1455 539 1462 1453 3 1463 72 806 890 1470 321 995 1158 710 21 846 1457 1451 1457 1457 1455 698 1451 1119 1469 534
split_gain=13.0757 11.7354 16.4818 16.7301 26.6067 18.1317 16.563 24.1725 20.0824 19.3484 21.249 18.2649 18.814 17.6826 26.0766 20.3776 23.42 23.7437 19.4044 27.6425 17.6796 21.9531 18.6496 20.3144 19.8142 21.0297 19.1302 18.7517 18.2914 18.0983
threshold=-0.86283290253235112 0.35018306414905159 -1.7527686273460501 1.2624102624837521 1.3837091346444212 1.0000000180025095e-35 0.60855133363586655 1.9142027959396961 0.10849016654402814 0.45108069140960899 0.18289685639699418 0.53322213276968733 0.8108020320033037 0.34450605210609392 1.3688699032798501 0.83183509205563833 0.45077038635305361 2.1867371514511169 2.3240884354044633 -0.60185991305069442 1.5416109563948532 1.4801875219656624 -0.42281049904505452 -0.63296860188744319 1.2270625707982405 0.58460801254594275 0.57958835029462052 2.6601212676878072 -0.89751682792592191 1.1099221671933444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 7 13 -8 11 -11 -9 -13 18 15 16 17 20 -4 -20 21 22 23 24 -15 28 27 -24 -26 -28
right_child=1 2 3 4 5 -7 8 9 -10 10 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 26 -25 25 -27 29 -29 -30 -31
leaf_value=3.6022291235873852e-05 -2.3171894028262058e-05 -0.00066043770401811956 4.1090673166947215e-05 0.000148214058040563 -0.00058635356611152188 2.1619565619984711e-06 -0.00014524414444093181 0.00048476824106724896 1.9743398827269655e-05 -0.00026867184531804755 0.00030218181160819818 0.00043464627626795622 -0.00047890222446131148 -0.00014276082236898803 -0.00026890991117249158 0.00012435801789302618 7.1844643655095326e-05 0.00044345112099031454 -0.0011829249294461328 -0.00012375075485016051 0.00044844530685239685 -0.00097501400762665068 -0.00023226745118589421 0.00015496611248062207 -0.00019001462938907492 -0.00061682496150013339 4.1808606344963209e-05 0.00075670664207143725 0.0011705145609988154 0.0011996320776662701
leaf_count=29559 234941 318 41572 6976 485 565 8297 1149 6310 750 514 190 242 4701 2196 4468 5792 383 134 1090 261 165 7531 2322 62 70 611 86 122 69
internal_value=0 -0.013573 0.00686152 0.00814768 0.103284 -0.226806 -0.00120846 0.0127122 -0.0707364 0.209289 -0.00181529 0.362236 -0.035277 0.00408786 -0.040392 -0.0197556 -0.0477547 -0.094175 0.033193 -0.236348 -0.108596 -0.119237 -0.110532 -0.0249562 -0.107447 0.452248 -0.186922 -0.223119 0.780661 0.163708
internal_count=361931 332372 97431 97113 8026 1050 89087 74480 14607 2845 1264 1581 432 71635 28839 26643 22175 16383 42796 1224 16000 15739 15574 7277 4955 254 8297 7617 184 680
shrinkage=0.000980392


Tree=5576
num_leaves=31
num_cat=0
split_feature=388 1230 416 641 355 1167 552 1454 347 983 955 1115 1037 1454 1260 905 1315 704 276 223 1246 759 1252 1320 1106 1044 114 911 622 744
split_gain=8.32856 12.5314 12.435 13.0754 13.9952 13.8625 13.324 12.3386 13.6913 12.9421 12.0491 15.2248 17.3993 16.0926 17.9147 17.0968 17.7258 16.6118 16.4129 17.2542 16.3551 15.8908 15.8405 15.826 16.7177 15.1708 18.7527 17.1657 14.9295 14.7022
threshold=1.0000000180025095e-35 2.3457019632811744 0.7477338460223758 -0.10385176478198342 -0.12772472199818788 0.18776342848500388 0.56617049216088333 -0.98478334500156417 1.2321685269384108 0.721557664450036 -0.56067130660624642 -0.27140224068724245 0.12657379407277644 -0.69044516733179628 -0.073771942856412628 -0.52193356397032098 -0.43130221196788077 -0.35692771346231195 -0.20999213199562125 -0.12208844990426053 0.20132376310822966 0.61858437854725812 1.2173106253583008 1.4315743964828112 0.51899561331755273 -0.58857740438496353 1.226195122007276 0.27033535921904145 -1.0836403178043164 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 5 6 -3 -5 8 -2 -10 28 12 13 14 18 16 -16 -18 -12 -20 -17 -15 -13 24 -21 -23 27 -27 -9 -30
right_child=1 2 -4 4 -6 -7 -8 10 9 -11 11 22 -14 21 15 20 17 -19 19 23 -22 25 -24 -25 -26 26 -28 -29 29 -31
leaf_value=5.5543862816022296e-05 -0.023881080719207005 -0.025350376519610859 -0.042964416309971672 0.046498043219536093 -0.02083488449250271 0.051228302185477373 -0.024758001584544047 -0.012539037556142933 -0.0043250365758603975 0.10421250013049073 0.01733556203058852 -0.0058611790068482991 -0.0054778805721278565 -0.0020439814552940037 0.0072909134350564097 0.037301103524904393 0.039755176015220127 0.11145187755140001 -0.03064566047177843 -0.013642690293180135 -0.011857001286303688 0.028155812724275944 0.0037650294918878434 0.061745760656698984 0.08045194925069854 -0.012049756824974478 0.055783812046702852 0.021513480413737351 0.0056556892290922697 -0.0009134297040275987
leaf_count=289955 966 541 211 148 171 33 57 1315 62 23 1002 23136 6076 8154 150 221 168 112 463 366 326 604 3729 82 31 1105 108 391 10130 12095
internal_value=0 -0.0304266 -0.289332 -0.170438 0.200011 -0.402909 0.587653 -0.0255692 -0.355 0.638483 -0.0217399 -0.0493015 0.0120344 0.0712155 0.259864 0.583646 1.04328 1.45875 0.103483 -0.179353 0.260849 0.018764 -0.0906235 0.18142 -0.0680849 0.228132 0.067615 -0.0261913 0.0234757 0.0383426
internal_count=361931 71976 1161 950 376 574 205 70815 1051 85 69764 46224 19359 13283 2921 977 430 280 1944 942 547 10362 26865 479 397 2208 1604 1496 23540 22225
shrinkage=0.05


Tree=5577
num_leaves=31
num_cat=0
split_feature=785 727 653 896 1317 853 500 217 1241 633 82 1450 775 1455 344 1052 974 76 355 913 426 499 710 1257 287 346 499 1384 188 208
split_gain=8.31558 9.6021 10.1611 12.1173 12.9858 12.8288 12.2161 13.1982 12.3506 12.1815 11.5696 11.5258 12.8644 11.412 13.5427 12.6766 10.7213 10.6734 10.6568 10.6351 10.5287 11.3607 10.3688 10.4423 10.1803 10.2465 9.99751 9.87387 9.79458 12.1638
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4216543509230546 -1.1308725805994078 1.7503459505226504 -0.92795792906937757 -1.0496376249614452 0.36204688698241499 1.0000000180025095e-35 1.8691877217889983 2.1063854551732359 -0.56086795541624013 0.5810631896063867 0.38289682445933171 -0.37624325261769898 -0.21630357386067292 -0.48681831769032041 -1.2734807280124107 1.6009746148870765 0.17105028768341371 -0.83724483451999232 -0.13609051122181101 -0.41184865855932945 1.3851186372742743 -0.46567469992675731 -0.74636126984505535 -0.42090795476732651 0.023884749612171147 1.0000000180025095e-35 3.319359543065779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 13 -1 11 26 20 17 12 -8 15 -15 24 -10 -11 -19 -18 21 -7 -4 -24 -5 -26 -9 -14 29 -3
right_child=-2 28 22 5 -6 9 7 8 16 10 -12 -13 27 14 -16 -17 19 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.040870402543129937 -0.00036859459775759351 0.0012771301524316697 0.018280668758817207 -0.025811664662164863 -0.053470256169987011 0.0021408702260456922 -0.040854055333913022 0.057289532537188631 0.028136618826908689 0.056915426113055424 0.055116472506319396 -0.0044219335824494102 0.041014116924799955 0.032584685964434208 -0.010716797966764807 -0.026273918051092499 -0.0016824731127860573 -0.020633649049045397 0.042898896372982831 -0.06316532136980349 0.0047314620153644862 -0.023069543633840502 0.0029361056690520465 -0.046824274007580012 -0.030529265253304558 0.01461490341939187 0.010181917019674788 -0.05658917897256014 0.0064409956313694772 -0.042109282176424748
leaf_count=144 332372 8652 620 222 91 631 263 81 71 24 27 728 39 148 227 726 99 650 32 60 5922 436 648 66 81 344 151 20 8268 88
internal_value=0 0.0328699 -0.0134186 -0.0356053 -0.207792 -0.00402803 -0.164153 -0.107264 0.211609 0.032755 -0.238989 -0.244144 -0.594027 -0.189224 0.154181 -0.295716 -0.177354 -0.296767 -0.348734 -0.514324 0.0612859 -0.160789 0.169897 -0.0265194 -0.0640886 0.125728 0.561242 0.291144 0.0696129 0.0170517
internal_count=361931 29559 12551 11217 1747 9470 1656 1512 462 7722 733 1050 322 1748 375 1373 230 706 682 159 6989 1067 1334 714 647 425 232 59 17008 8740
shrinkage=0.05


Tree=5578
num_leaves=31
num_cat=0
split_feature=821 1442 1396 407 21 733 1469 1452 1469 1458 1458 1470 1458 1463 1468 1454 1459 1464 1459 1465 1462 1457 75 1457 1371 1463 1193 1468 763 1245
split_gain=14.3975 19.7325 19.8458 19.1915 19.9938 30.2282 25.156 38.9447 28.1734 36.0812 34.1462 32.3806 28.7993 23.4625 21.701 27.8373 23.6872 35.3993 25.5315 22.5813 22.0726 21.8873 21.2404 20.7334 20.3791 21.0812 20.3479 20.3126 20.0608 19.9749
threshold=-1.0305144854359449 -1.2625182715263061 1.2676718974403742 -1.2965003005540392 -0.32341995197817647 2.3938204998800492 -1.1374964112163577 -0.18157124906225561 0.45581065817096128 -0.58065270013075276 -0.41932532347212731 0.84122639276026845 -0.6420356832362869 1.0000000180025095e-35 0.38892790084257617 -0.82542789839051101 -0.25876500326677015 0.28596086599967491 -0.069973186848726762 -0.41120921193798426 0.37407200465964635 0.0614850081667929 -0.40539164027068875 -0.56831092110622283 1.0000000180025095e-35 0.52100604611544155 -0.86452470852819496 0.43476223954370358 -0.047476739283596019 0.25751065146689073
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 14 9 12 -11 13 23 -10 16 21 17 20 19 -18 28 -16 -14 -9 26 -26 -20 -17 -8 -19
right_child=1 3 -4 4 -6 -7 7 8 11 10 -12 -13 22 -15 15 27 18 29 24 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.8401380327009673e-05 -3.9114727034128462e-05 -6.6824074728136801e-05 -0.00026001710379621585 0.00015284924996093236 -3.1143966140311174e-06 -0.00020455480184784875 -0.00024489111406904627 0.00031178147462572784 -0.00032795268755031595 -0.00045420955921782386 -2.0533198360512086e-05 0.001381253719146186 0.0014233030145998629 6.4263347764273516e-06 0.0006815334915990488 0.00070029387575447463 0.0001094742700814618 5.3957225061503124e-05 0.00036592955153620503 0.00055617121798215961 0.0002767055901368564 -0.00059067527754865228 0.00040714143395855184 -2.6960691243796343e-05 -0.00041388670521840188 0.00044399774072403605 5.6144169511716739e-05 0.00011290929504029229 -3.7564588837674707e-06 0.00054192076350889629
leaf_count=94827 37690 22402 3057 9177 142194 3600 4009 1422 3826 1186 12021 69 115 1658 697 262 1067 963 1139 1033 662 88 358 2236 836 189 6045 5023 3450 630
internal_value=0 -0.00216619 -0.0553831 0.00533004 0.0113531 0.0456923 0.0556676 0.0337779 -0.037085 0.00518357 -0.0539325 -0.193861 0.187449 -0.216239 0.0921823 0.206239 0.0552977 -0.0287757 0.127579 0.343179 -0.0950904 0.585393 0.677538 0.115796 0.0710786 -0.251397 0.109132 0.147994 -0.13482 0.267463
internal_count=361931 267104 40747 226357 203955 61761 58161 48984 22891 17338 13207 5553 4131 5484 26093 6070 20023 9714 10309 2100 8121 785 473 3658 8209 1025 7184 5285 7459 1593
shrinkage=0.000980392


Tree=5579
num_leaves=31
num_cat=0
split_feature=614 890 768 434 795 727 588 1356 747 785 854 797 710 638 1002 921 651 965 210 416 80 1024 492 706 322 660 513 145 498 216
split_gain=12.6159 15.774 19.3286 19.0529 17.9107 20.2302 28.5594 22.1511 22.3237 21.2933 18.7497 50.6626 21.3817 21.2148 20.0628 24.3728 24.1943 25.3603 19.1227 18.4702 17.9759 18.4976 17.7533 17.4561 17.1231 16.9699 17.9541 23.352 20.1125 19.3205
threshold=-0.75411934043310735 -1.3230736206490437 1.8936793896627242 3.7374297967062331 -0.29258408639884992 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 2.2668746584208797 -0.86283290253235112 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.273276721297012 0.69854289147193727 1.0000000180025095e-35 1.1107569744011787 1.4967165609810034 -0.37641982178211458 1.3257286748036605 -2.1236727662877013 1.3727948663943095 -0.56898954327853235 1.5724059030450566 1.4725277493311824 -0.72421686037558375 1.0454229551509682 -0.74296541412576722 0.76359732391387336 -0.53227489839990338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 23 7 9 -9 -7 11 -6 14 19 15 -12 17 -16 20 -14 -17 -22 -21 -3 -15 -11 28 -28 29 -27
right_child=1 4 3 -5 10 6 -8 8 -10 25 12 -13 13 24 16 18 -18 -19 -20 22 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-3.480968213205553e-05 -4.0785016888796341e-05 -3.0281937474800416e-05 -0.00030803717493975039 0.0017890775107286931 -5.5962221799365777e-05 9.6103934954353776e-05 0.00022887231318884839 0.00011788884756901377 -0.00035043992626752077 5.6312190878236623e-05 -5.0124720542593862e-05 0.00023632406579060226 1.5545364831430893e-06 0.00043813343733685266 -0.00010756393430740678 0.0011626787513230219 -0.00033436288306001535 0.00019187713819276227 6.5818050413910133e-05 0.00059984360128969151 -3.4028206113111997e-05 -0.00039988518156200962 4.5901917269523134e-05 9.8374918914792366e-05 -0.0009933004356746549 -1.8271795165519521e-05 -0.00024372803502093943 0.00021751537245234665 2.8243315747703828e-05 -0.00020442966635670742
leaf_count=107272 23784 39101 2492 23 6883 10493 3726 15848 474 8810 55382 4397 7863 851 12400 55 2000 1439 20335 439 8811 1010 547 6598 54 4493 635 1851 5329 8536
internal_value=0 -0.00243667 -0.0644666 -0.288415 0.00290502 0.0246287 0.051293 0.0380748 0.105888 0.0085372 -0.0159053 0.0691376 -0.0252908 0.0719606 -0.0356831 -0.0213399 -0.108865 -0.0755972 0.0298591 0.0387262 -0.0574167 -0.0656352 0.308098 -0.0126712 0.384491 -0.0223509 -0.0594894 0.105236 -0.0873806 -0.139177
internal_count=361931 254659 26299 2515 228360 105894 60195 56469 16322 40147 122466 11280 111186 9754 101432 85593 15839 13839 30211 8849 9876 9821 986 45699 905 29654 20844 2486 18358 13029
shrinkage=0.000980392


Tree=5580
num_leaves=31
num_cat=0
split_feature=1431 967 945 614 1203 691 606 1442 270 418 1256 958 139 1470 848 1043 1311 1389 560 1191 293 13 1193 1242 155 898 913 1 350 363
split_gain=8.39344 11.2683 11.5206 14.6593 12.6001 15.4714 14.3248 17.6877 15.6205 18.8446 15.2445 14.4025 15.8669 15.2511 14.2636 14.261 15.0372 14.4626 14.5262 14.2213 14.1021 15.1321 14.5588 13.876 13.8536 13.5866 13.102 12.9509 12.8197 13.0272
threshold=1.0099929608726099 2.7427154674634653 1.0000000180025095e-35 -0.75411934043310735 1.0000000180025095e-35 0.27334461773836316 2.1543936751333881 1.0000000180025095e-35 1.0000000180025095e-35 0.87467601325465349 1.6748389999138091 1.313041538630376 1.1816880432295933 0.61257734706231515 -0.2503894497862475 -0.75502017432362545 -0.49845107101721969 -0.61967196269521685 -0.84046792495118827 0.35724830425836468 -0.55680754989029413 -0.15394206676063529 -0.41375535773659156 -0.28590002538923948 2.0030223184608262 0.7872839770411264 -1.5445520845481588 0.62334063232949866 1.7530793431562814 -0.078933530896438772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 15 8 -8 11 10 26 12 14 -13 19 -6 -17 -18 -19 -5 -20 22 -22 -14 27 -21 -10 -7 29 -16
right_child=1 -3 3 4 5 24 7 -9 9 -11 -12 13 23 -15 28 16 17 18 20 25 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.098874472924089e-05 -0.00037844995814926809 -0.017283709284372437 -0.010917094498276072 -0.014730577038835423 -0.0082227267463954364 -0.027104637847330595 -0.026963131552646076 0.042510595994370598 -0.059745099251354516 -0.028200006088306574 0.056092163019228515 -0.0038871161556698467 -0.017250834128403832 0.058477945858866655 -0.019259136782718879 -0.00011697817355582057 -0.0026571558373596187 -0.024654247926982523 0.067686968911487413 0.0037346858739590351 0.043111653661103116 0.045713597848059506 -0.032934755114852429 0.027462258149347409 0.061176615939880469 0.075016414861106828 0.0080563217370317602 0.01059596993971372 0.016798113748293927 -0.045462288514573519
leaf_count=306680 39448 1123 6046 1231 508 494 71 144 85 361 92 215 259 86 879 450 185 68 143 265 54 221 95 268 37 54 1393 214 112 650
internal_value=0 -0.0343161 -0.029717 -0.0967948 -0.0341383 0.112402 -0.101835 0.449767 -0.131726 0.0715948 0.186036 -0.224948 -0.272166 0.314865 -0.341638 0.232949 0.356067 0.544605 0.710527 -0.172944 0.816265 0.566196 -0.0409222 0.167383 -0.207379 0.320769 0.111836 -0.295494 -0.530083 -0.599927
internal_count=361931 55251 54128 14680 8634 2469 6165 215 5950 1931 1570 4019 3718 301 3191 1724 1216 766 581 1550 513 370 149 527 745 319 1478 708 1641 1529
shrinkage=0.05


Tree=5581
num_leaves=31
num_cat=0
split_feature=470 602 670 718 1425 1053 279 1464 564 1451 705 253 775 332 396 167 1170 633 149 882 285 280 1469 1177 575 697 967 1184 555 553
split_gain=8.31762 17.2542 14.8895 15.9944 17.4033 18.1605 17.294 15.6826 18.5382 15.6155 15.0914 15.0748 15.0374 15.4541 15.983 16.5733 17.0358 16.6385 14.8866 14.6109 19.1322 17.0237 17.5983 14.9581 14.9021 14.9083 15.0468 16.2851 14.4642 19.1141
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.8116134044154214 0.67399173339163976 0.23587932444621237 -0.47460323339807842 -0.33647910038591805 -1.0414917589324884 1.0000000180025095e-35 0.9483010056455986 1.0000000180025095e-35 1.1096329385457746 0.84160181263837541 0.62153056071901192 -0.27504643491982955 0.53173785600318157 0.44470034393954044 -1.0384591568984705 -0.77089159925350281 0.55022885487539497 -0.68415292636284042 3.5421379039965739 -1.0441291696955108 0.95955692801578352 0.60973993759982659 0.45687259151671539 0.3099968510795888
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 6 11 7 9 -9 -4 -5 -6 13 -1 15 16 -15 -17 -16 20 -10 -21 -23 -24 25 26 27 -22 -8 -30
right_child=-2 -3 3 10 5 -7 28 8 19 -11 -12 -13 -14 14 18 17 -18 -19 -20 21 24 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00096689319429056066 0.00030295572338710124 0.0001309846915830583 -0.022724020322254131 -0.0038849359807735379 0.0063299176269098053 -0.021060048025854441 -0.007644541653759775 -0.019482046084222063 0.048177512854616501 -0.01011035556066082 0.01247358952183629 -0.00979176424734589 -0.0064017765974196854 -0.0010677483905607427 -0.0014195811954471247 0.0023984819566527124 0.019278179079168824 0.050944420224438583 -0.054350147678573005 -0.036222630393189056 -0.039838489882918521 0.011171272249539033 0.11684069397771435 0.02918872002541107 0.11195303004849376 -0.021135369972796865 0.12092290016279317 0.058240263515482574 0.003913569502939653 0.051759531203160861
leaf_count=35035 191352 89908 5686 3719 3730 1116 2235 2168 123 6700 1621 2081 9142 1475 427 194 896 235 150 128 97 831 42 104 32 1546 21 48 869 220
internal_value=0 -0.0173997 -0.0509461 -0.105867 -0.139563 -0.0184354 -0.193831 -0.242249 -0.0916091 -0.313301 0.0397255 0.0366079 -0.0227114 -0.000198144 0.154339 0.217432 0.141539 0.651079 -0.285614 0.0408476 -0.162125 0.262264 0.373221 1.21374 -0.262327 -0.300577 0.495129 0.111881 0.00152662 0.259471
internal_count=361931 170579 80671 33117 27777 6927 20850 17526 5140 12386 5340 5811 47554 38412 3377 2800 2371 429 577 2972 1867 1105 977 146 1744 1712 166 145 3324 1089
shrinkage=0.05


Tree=5582
num_leaves=31
num_cat=0
split_feature=405 395 1187 911 205 142 434 1121 545 350 224 1038 299 139 1393 0 697 61 1103 1017 1113 1317 20 1037 419 85 1115 894 832 1450
split_gain=8.21761 16.5994 12.3959 13.5431 15.3484 13.3142 12.8523 12.1356 12.6612 12.0515 12.3523 13.008 13.8299 12.1212 17.3117 14.5877 11.6217 13.581 13.7016 13.6845 13.547 15.968 13.3483 15.5783 13.1375 12.7887 13.9759 12.74 14.0611 14.0829
threshold=1.0000000180025095e-35 1.0000000180025095e-35 3.0754263171484135 1.0874380552628617 2.3779744942080177 -0.036954677992774375 -0.30236161463797057 0.83688861052004027 1.0000000180025095e-35 0.60803970235940452 -0.88800406210022531 -0.34872570542783748 -0.33795380239493872 1.469559282989725 0.61004059667015798 -0.037597036680285432 1.6146804744781753 1.0000000180025095e-35 -0.31554858051480039 1.0000000180025095e-35 -1.3944597500306186 -0.5935255289442456 0.50999993413282196 1.8496843037768043 3.0756609379976916 -1.0024942253775833 -0.16659574193743601 -0.39311499224380125 -0.033740317051693863 1.0909351122468025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 4 -2 7 -4 8 -6 13 -11 12 -12 -5 -15 -16 -1 27 19 -19 -20 22 -22 25 -23 26 -24 28 29 -18
right_child=1 -3 6 9 5 -7 -8 -9 -10 10 11 -13 -14 14 15 -17 17 18 20 -21 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00019115650026017391 -0.0046670228705373599 0.00022432075878583342 0.057367766984249891 -0.022802916874948707 -0.033207129984340535 -0.03364253119684537 -0.030090289492049789 0.085943706544634096 0.030643465448230572 0.035335989792617803 0.046863441557015426 -0.029777801146835425 -0.018140219440432818 -0.015037157853253207 0.1050269520113863 -0.061796836092480815 0.0072107604817204579 0.0062117589094506463 -0.045984101257049631 -0.014872791946259603 -0.009094359733710148 -0.018777623749953565 -0.020505957043083094 0.083434151393319819 0.043328780568783865 0.00049386749888665014 0.12360110295071147 -0.0036182474698161493 -0.0026484514747704409 0.034801346493800567
leaf_count=295827 18704 23179 81 2069 80 84 59 39 210 108 96 253 137 166 39 21 2134 1567 256 1018 903 2651 25 36 52 331 21 8506 2982 297
internal_value=0 -0.0382585 -0.101827 -0.108422 -0.0770907 0.37924 0.663373 0.557048 0.385484 -0.285923 0.0347904 -0.172425 0.28096 -0.388773 0.262419 1.44896 0.000357417 -0.0592239 -0.16126 -0.00820993 -0.258827 -0.222244 0.0229251 0.391004 -0.34491 0.198392 1.43163 -0.0162029 0.0880326 0.218902
internal_count=361931 45325 22146 22006 19117 413 140 329 290 2889 594 486 233 2295 226 60 316606 20779 6860 2585 4275 4019 1316 413 2703 377 46 13919 5413 2431
shrinkage=0.05


Tree=5583
num_leaves=31
num_cat=0
split_feature=51 789 633 590 1391 1392 697 1186 285 1280 444 760 678 1387 566 715 699 165 1193 549 703 348 225 978 150 142 913 580 760 928
split_gain=8.19 11.1017 15.858 16.6969 15.6882 14.8554 14.6931 16.9144 16.1903 16.7346 16.3372 14.5859 14.3524 22.1773 18.291 16.2908 17.4506 15.4998 15.276 15.18 14.7653 17.7838 17.8658 14.4941 13.8567 16.8228 19.4751 13.8117 13.7705 16.9791
threshold=1.0111847875080273 1.1248358748350926 1.9976441459236287 0.58895901036483078 1.9262293263007251 -1.1283819630554444 -1.210304772456366 1.721551684768474 -1.3375148234224452 0.61486437178943043 1.0617732612454149 1.782335633818487 1.0000000180025095e-35 -0.76621509977477142 0.91455907238218259 1.0000000180025095e-35 2.7521927420674008 0.39368504397315707 -0.57503980435010094 -0.37738911992820184 -0.1657011583389634 -0.53824521489004507 -0.77331923399318747 0.6461222472588305 0.41126579339640523 -0.58772237523704562 1.655395913814806 1.0000000180025095e-35 -0.10395360026017735 -0.52992354128753727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 4 5 6 -4 -3 8 9 -8 12 -7 14 15 -10 16 27 -18 -16 20 21 -17 -23 -21 25 -12 -27 -14 29 -1
right_child=-2 2 3 -5 -6 11 7 -9 10 -11 24 -13 13 -15 18 19 17 -19 -20 23 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0026575143546997823 -0.001660715277221358 0.0053873861193482978 0.047235142985843762 0.023236187033768563 -0.017139187393096968 -0.0037443204510630755 0.018779657128332201 -0.016356596481814121 -0.002711350619962815 -0.028362781310477717 -0.018904984947863704 0.069863546656221936 -0.0085731262891439782 0.0036558200335461977 -0.031990866393281928 -0.034318843855241511 -0.031771079530196096 0.083111374698420448 -0.0085677783446002718 -0.0026849246354725782 -0.0024370791485148974 -0.034760045101249394 0.055664867082274763 -0.028223945446171312 -0.021433690929655663 -0.0014469263280525351 0.058659124918854513 -0.040388725133384179 -0.00072354002993426899 0.00011636195167073255
leaf_count=53054 54984 2988 78 460 1097 1279 802 1331 8485 130 859 28 315 8582 662 52 25 25 1369 1052 375 30 158 336 1008 1596 70 447 115730 104524
internal_value=0 0.00112679 -0.038616 0.153209 -0.0518968 0.0202273 -0.0426328 -0.0599505 -0.0474376 0.255867 -0.0584825 -0.0366599 -0.0346333 0.0163368 -0.104821 -0.151721 -0.434355 0.716391 -0.319025 -0.0535153 0.223113 0.621602 0.86758 -0.179499 -0.205382 -0.110105 0.0273948 -0.534553 0.00625971 0.0200421
internal_count=361931 306947 33639 1845 31794 1385 30697 27709 26378 932 25446 1307 21913 11397 10516 2815 812 50 2031 2003 615 240 188 1388 3533 2525 1666 762 273308 157578
shrinkage=0.05


Tree=5584
num_leaves=31
num_cat=0
split_feature=785 652 588 719 782 927 1389 728 650 659 892 276 1189 225 590 647 647 510 1080 779 638 831 796 854 706 154 1325 1038 359 1144
split_gain=13.1702 12.3179 17.0715 27.9148 17.9054 20.2862 22.3287 17.15 20.9874 17.1709 16.565 17.9613 17.424 16.3072 15.7356 60.7145 30.1459 20.4206 17.0146 17.0992 16.8775 16.6864 16.2283 32.4101 16.7704 15.4012 15.5492 15.4683 23.1493 15.3401
threshold=-0.86283290253235112 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 -0.33729624418304543 1.0483613175537825 0.43172922149609222 -0.49008176997875957 1.253152870847948 2.2359170208873898 1.0342428102238199 0.56241006936257165 3.1007877144379763 0.12521899735962833 0.58895901036483078 -0.87782724458594241 -0.87782724458594241 1.0000000180025095e-35 1.323361361534652 3.7087191017846313 0.41750361118425583 -1.3345673061720158 0.38087715954262297 -0.87473648844905705 2.2244508119144553 0.58326801354275615 -0.83524580033138573 -0.4970840389113948 0.71438351090770558 2.1552901501278288
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 7 4 -4 -6 -7 8 9 25 -9 12 -12 -10 16 -16 22 -18 19 21 -17 -19 -2 29 -25 -3 -27 -28 -29 -24
right_child=1 2 3 -5 5 6 -8 10 13 -11 11 -13 -14 -15 15 20 17 18 -20 -21 -22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=3.4745281416685433e-05 -0.00014120582908403682 -1.221725291614291e-05 1.2079188368625467e-05 -7.2967353189942578e-05 0.0002791808943263954 6.1485732412000784e-05 -0.00099567452957715708 -3.467079781339411e-05 0.00014447916705611757 0.000137437762634228 -0.00017804166672350883 4.7858237208962103e-05 0.00045648458000048081 -5.1419820075072015e-05 0.00027286757741880894 8.0972933907963536e-06 -1.4817878375322778e-05 -0.0002328856156657729 0.00020212654742724157 0.0006174309092677199 -0.00028549056470057943 4.8785378330089202e-05 0.00044141063816355986 -8.6161894274973156e-05 0.0012730313451761563 -0.00040707708621015749 0.00011567161304149793 -7.8577678900303776e-05 -0.00056242663700764182 -0.001506165585873877
leaf_count=29559 11997 19747 3104 5890 3544 384 118 153990 8177 3204 15304 3703 308 3387 4389 11801 47890 1539 3525 257 1133 17975 757 4530 49 1246 1340 2440 623 21
internal_value=0 -0.0150701 -0.0256554 0.0520395 0.135959 0.227554 -0.162859 -0.0314975 0.0117262 -0.022767 -0.0428401 -0.122806 -0.166983 0.0954035 0.00528455 0.066589 -0.00783857 0.0134799 0.0685745 0.0406537 -0.0165569 0.0327703 -0.0956117 0.0108487 -0.0728182 -0.0432321 -0.152649 -0.0936693 -0.182807 0.404429
internal_count=361931 332372 226509 13040 7150 4046 502 213469 40164 28600 173305 19315 15612 11564 105863 17323 88540 71186 23296 19771 12934 19514 17354 5357 4579 25396 5649 4403 3063 778
shrinkage=0.000980392


Tree=5585
num_leaves=31
num_cat=0
split_feature=1022 1016 559 1010 1089 540 144 1161 1383 912 1329 341 1104 634 1436 698 1458 209 1251 1464 431 426 1148 56 1450 2 1465 1254 20 1120
split_gain=8.28559 19.3164 15.608 17.3838 21.0516 18.6906 16.4056 24.0301 16.1445 15.8126 15.7769 19.0685 16.9315 15.7615 15.5821 17.8658 16.2262 15.1312 14.9961 14.6362 14.5156 14.4525 14.4406 15.6783 16.7236 16.2462 16.0926 17.9784 14.2964 16.1737
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2801019013318229 1.9615424434015647 1.0000000180025095e-35 0.99026637822014563 -0.06243853728588477 5.590180511231936 1.3897897070088179 -1.0467427125474058 0.12519785459941982 0.4740468779213643 -0.086945338274377851 -0.29174096778845066 1.0000000180025095e-35 -0.57608947919282716 3.1438252248132805 0.1025455889260133 1.8364316273047501 0.58604421830445497 -1.197063206094324 -1.4833241199310387 1.9644670326249816 1.0000000180025095e-35 -0.68105566923231198 -0.19186932934528322 -0.3305211875334309 2.4281037401539076 0.48890697798840338 -1.2494909350710162
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 4 6 9 13 -8 19 -5 11 -11 -12 -4 15 -6 18 -14 -17 -7 -15 -1 23 24 -16 -26 27 -27 29 -22
right_child=-2 -3 3 5 14 8 7 -9 -10 10 12 -13 17 20 22 16 -18 -19 -20 -21 28 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.030028681802431397 0.00033198816436722688 0.0002259986505993559 -0.0090158792787669775 -0.018976395161911908 0.0022171471103592847 -0.010895092463080805 -0.012389678055197724 0.051400697740439941 -0.04162770220467011 0.010718036444022723 0.040178390876724507 -0.01405919705216839 0.030168607229419653 0.027092890277681671 -0.017282809379505631 -0.0045150219312729495 0.022453375849135575 -0.017752147261249691 -0.020935261805799073 0.028198796076634863 0.039033892500453929 -0.015758601359172401 -0.039321075585814068 0.0070369165598657404 -0.0085373866646010071 -0.0091987707194824391 0.018531644372407455 0.051812175106774619 -0.015268781017739864 0.0011524656363229777
leaf_count=142 190674 90468 7270 374 10939 609 11437 58 178 2068 434 654 190 446 1157 23842 284 191 1370 147 261 3012 111 5510 1950 978 1147 68 1356 4606
internal_value=0 -0.0166882 -0.0511994 -0.0439225 -0.0573067 0.0897825 -0.135715 -0.229752 -0.19883 0.163047 0.204387 0.121319 0.494327 -0.0650091 -0.0269014 -0.0577464 -0.0959353 0.119004 -0.104863 -0.0564742 0.0320438 -0.264721 0.0524931 0.0621618 -0.0512049 0.0276221 0.171719 -0.0740239 -0.00518753 0.0616362
internal_count=361931 171257 80789 77635 72790 4845 25434 11495 934 3911 3537 2722 815 13939 47356 36435 25496 381 25212 756 6669 3154 10921 10810 5300 4143 2193 1046 6223 4867
shrinkage=0.05


Tree=5586
num_leaves=31
num_cat=0
split_feature=1464 1454 1072 1438 154 704 1452 1459 981 155 1183 692 696 1470 1119 1464 968 431 1467 1043 1467 239 294 217 536 1395 773 631 1457 1457
split_gain=8.10123 13.5394 13.6839 16.1778 15.0947 13.8557 13.6093 17.7923 16.9467 15.136 13.4825 13.1771 12.7996 13.7072 12.7625 13.7837 16.2613 16.0395 12.85 15.07 14.6991 12.8983 12.6938 13.0908 12.6711 12.3505 13.7121 12.3074 12.0306 20.7498
threshold=1.5993600128483978 1.0000000180025095e-35 1.0000000180025095e-35 2.8814119719240998 -0.63631282404453016 1.6164513121321757 1.0409243383084115 0.15912437206817998 -0.87606258453958263 1.4617808008177804 -0.97588000014508236 1.7185759618501713 2.1459952861562561 1.3497734081919235 2.1165053218669327 2.6899512766821014 0.79858672320294366 1.0000000180025095e-35 0.10125702873050858 0.33365742994654962 0.40548763321784648 2.6808381144923019 1.8755884740381155 0.55491844427706638 1.370997289229714 -0.81056115197112133 -0.30463470681801164 -0.93150979507433551 -0.40593421939817159 -0.29043123479038785
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 11 9 -8 -9 14 -6 -2 13 28 15 16 18 -18 21 20 -20 -4 -17 -24 -10 -21 -27 -14 -3 -30
right_child=1 12 3 -5 10 -7 7 8 24 -11 -12 -13 27 -15 -16 22 17 -19 19 25 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00030723717241942479 -0.0053496570418179257 0.0076007029718501602 -0.01809265225024274 -0.090370465744664161 -0.041370659700121035 0.058497399797983088 -0.058144992196248718 -0.042230072104628716 0.042025922411989658 0.02622046809312541 -0.011406943251045668 0.058461651002964049 0.01972588138479205 0.077547787847451366 0.038775783146110437 -0.022385856964695115 0.00017680839535432686 0.055144716292813034 0.04131377234257088 -0.038217080102258265 -0.019947765137097413 0.073125357071177274 -0.016921825332393739 0.089833242820340831 -0.034100268166073623 0.085779394457352512 0.019972823998601556 -0.024214053178799308 -0.032368469223321879 0.00215476676148887
leaf_count=339227 687 6419 764 36 303 52 57 56 295 305 1902 40 98 27 87 862 140 122 57 31 263 22 38 32 35 51 98 389 288 9148
internal_value=0 0.0392042 -0.0621001 0.0392229 -0.196428 0.106914 0.0545093 0.424294 0.556649 -0.0102395 -0.311538 -0.00269158 0.0708329 0.0817476 -0.0687673 -0.10344 0.0258217 0.522649 -0.0920104 0.178184 -0.141873 -0.303832 -0.358071 0.646123 0.71135 0.655406 0.875035 -0.293336 0.0787635 0.0261255
internal_count=361931 22704 6335 3351 2984 779 3315 443 386 2872 2205 727 16369 15882 2567 2480 1548 262 1286 500 320 786 932 70 330 180 149 487 15855 9436
shrinkage=0.05


Tree=5587
num_leaves=31
num_cat=0
split_feature=253 1462 21 552 1428 1462 1218 693 1051 1068 1463 1462 130 1467 1452 1467 1465 1470 348 1459 1466 1452 567 909 220 82 628 498 219 1449
split_gain=8.11812 12.3896 17.032 17.6678 16.8045 18.8959 15.6045 16.3072 15.3168 15.2269 14.3811 13.6397 17.6249 17.4506 25.991 20.6978 18.9775 19.0342 17.9019 17.4683 16.8414 18.9364 17.7767 17.6162 16.8127 22.9841 16.9965 18.1456 17.5375 16.3473
threshold=1.0000000180025095e-35 0.70247026920229116 0.43301101584543472 -0.75038671158140091 1.0000000180025095e-35 1.1880714473397529 2.1598224403851116 0.67067895867845484 3.0856045387256095 0.61853081528468579 5.6853485453425652 -0.2104841353046753 1.7243530357355066 1.0000000180025095e-35 1.0409243383084115 -0.046647989323654125 0.0022353841619276822 -0.43211225828178224 0.36649919417277432 -0.24920828304642825 -0.34779812981506525 -0.35757239763098808 -0.48418021501111991 -0.45784993456097839 -0.095007535099732573 0.37159891857759808 -0.73821070555675317 -1.5624643687957618 -0.57934958408871673 -0.30724857489969548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 6 -4 5 -5 8 -8 9 -3 11 13 20 14 15 -2 17 -17 -16 29 23 22 -22 -13 25 -23 27 -27 -29 -19
right_child=1 2 3 4 -6 -7 7 -9 -10 -11 -12 12 -14 -15 18 16 -18 19 -20 -21 21 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00024213535497663141 -0.0014509528264627192 -0.0050159324207795439 0.0029230613165090171 -0.023215055177387665 -0.02895001826613687 -0.0023559921908643793 0.00038119982379973246 0.046143389719846342 0.031710900288732469 0.0047789909176110118 0.028206812971800329 0.00020250435754400132 -0.011246828668021744 -0.0037391884428417941 0.0040011005609220515 0.04322894286573592 -0.0041823880141639699 -0.00039370448446451238 0.021183167451465954 -0.019240084125838188 -0.01355066316883622 0.016303648204622712 -0.00047929624942013037 0.010190161905748401 -0.0016876567010919278 0.092395211687980122 -0.014836605003327947 -0.028220770096107618 0.033164531197967979 0.04623803695279044
leaf_count=231805 41307 12184 1168 1040 931 1637 218 146 175 3022 218 5225 1942 31829 3407 341 741 196 1277 223 3052 2775 5501 6495 3698 39 848 140 133 218
internal_value=0 -0.0196909 -0.0757949 -0.200037 -0.282809 -0.192099 -0.0340192 0.402131 -0.0485881 -0.0580278 -0.00849851 -0.0100253 0.0367999 -0.0277811 0.00343146 -0.0167473 0.24563 0.446288 0.183624 0.191314 0.0517292 -0.00295923 -0.0918234 0.123899 0.0848229 0.200929 -0.0967242 0.368571 0.145166 0.46477
internal_count=361931 130126 20521 4776 3608 2677 15745 364 15381 15206 109605 109387 29848 79539 47710 43026 1719 978 4684 637 27906 16186 8553 11720 7633 3935 1160 312 273 414
shrinkage=0.05


Tree=5588
num_leaves=31
num_cat=0
split_feature=1440 147 212 1326 209 630 1377 67 424 489 822 8 1176 880 287 290 695 1254 1124 214 911 777 10 208 999 552 346 206 1440 1463
split_gain=8.03061 10.6651 13.4499 15.8577 14.57 14.0101 14.9812 14.4802 14.0874 13.7199 13.3214 12.9018 12.7728 12.0712 21.2101 14.9331 16.0199 15.1029 14.4411 13.6282 17.9756 13.0635 12.5821 12.3296 16.6168 13.6076 11.842 18.1391 14.572 13.3263
threshold=1.0000000180025095e-35 1.8536956239720459 0.094648234972092571 0.033999057008011972 -0.30456551204944077 -0.19034169165394918 -0.72330715170244642 0.77035905420283102 -0.37392269165521702 0.67166464649230895 1.0000000180025095e-35 -1.8323582639184837 -0.84381360138481132 2.3314113618336241 1.2032249238189121 -0.18666176718302088 1.0203199499794919 0.24278197235091928 1.0981733516237933 1.8506401089830886 -0.74695749735551442 -0.044521506928309591 0.41646191840273589 2.4598392935628586 2.124800101520067 -0.30219702520104891 0.33582659439588897 0.65335658713466238 3.4272944243925525 1.6775156744961013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 -3 4 10 6 -5 -7 -8 -6 -4 -2 -11 23 15 17 18 19 -17 20 -15 -18 -21 26 -25 -26 -13 29 -29 -28
right_child=1 2 3 5 9 7 8 -9 -10 12 -12 13 -14 14 -16 16 21 -19 -20 22 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=6.1141712167214472e-05 -0.021439106303478412 -0.00030560532375015556 0.023933072804557962 -0.057316895119578715 0.054542424594143595 -0.043113406833196526 0.077807673817434156 0.064632643930806227 0.0025923389230100447 0.060098793127293021 -0.04994887062858136 -0.00076876333089780861 -0.049174825091082633 -0.027320729490238671 0.051693625331904747 -0.03071314941088818 -0.021752882557887068 -0.022007203807119898 0.027597455829783707 0.057252515447191288 0.040091366389549271 0.077808348744913491 0.21191924530737793 -0.02117956875085163 0.11997997654622694 -0.016264752006333039 -0.010881019502127023 0.0055744716848704374 -0.02883550315700556 0.010056502244155923
leaf_count=313467 878 2635 122 46 294 211 53 21 82 36 143 29377 56 168 159 433 34 131 98 37 265 45 25 1224 23 20 8075 2848 394 531
internal_value=0 -0.0349775 0.111302 0.357755 0.613798 -0.0551822 0.412644 -0.576876 0.730166 0.877918 0.0179365 -0.0455605 -0.12657 -0.0403202 0.20909 0.0725122 -0.213951 0.395217 -0.403712 0.633219 0.461843 0.772579 1.97832 -0.0479566 -0.342045 1.12049 -0.0411391 -0.117615 0.0574822 -0.186014
internal_count=361931 48464 3699 1064 651 413 181 232 135 386 265 44765 92 43887 1395 1236 610 626 531 495 433 79 62 42492 1267 43 41225 11848 3242 8606
shrinkage=0.05


Tree=5589
num_leaves=31
num_cat=0
split_feature=1097 1470 407 317 620 969 51 967 1454 1383 21 546 214 264 1101 846 408 899 901 1311 570 616 497 1186 213 635 1466 836 639 546
split_gain=12.3707 18.9731 18.55 16.3699 16.9535 17.7975 15.5211 16.0378 15.5328 16.8382 15.4562 20.7465 17.354 16.7067 16.1063 16.0578 19.4828 16.8619 18.0306 20.9226 15.445 15.3536 15.3244 15.107 15.037 15.7365 15.3313 16.8464 14.7129 16.0722
threshold=-0.64966988391888181 -1.1535394197080833 -1.2965003005540392 1.0000000180025095e-35 1.5209264779549863 -0.27438587380478469 1.8613588887694643 -0.7962285636772185 -0.90309121467478037 -0.084789444030907671 1.189441983669046 0.86427175722531779 -0.750287668409095 0.38646845251715672 -1.3835380039393297 -0.53268848306471728 -0.34083657021421804 -0.45059971881520672 -0.72380599051099981 2.840219774690576 1.8249228820711061 1.0032126598012274 -0.65205629457065395 -0.049762992695222157 -0.86253762455631766 2.7537589741362978 -0.074587771632113151 2.5907453624931915 0.72374642080407092 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 21 -4 -8 9 -9 15 12 14 -13 -12 -3 -17 24 -19 20 -20 -2 -21 -15 25 26 -18 -28 29 -10
right_child=2 10 6 -5 -6 -7 7 8 28 -11 11 13 -14 23 -16 16 17 18 19 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=5.8250969464157823e-05 -0.00014963513315277612 -1.1281724741765381e-05 1.0057153441267051e-05 -0.00011786909018395406 -0.00023383610728208113 0.00010084332726908436 0.00019250466598383885 0.001227902078253099 -0.00022829860853007121 -0.00023921492657278236 -0.00021701429896448324 -0.00020542504742913697 9.0970394098436588e-05 0.00083888683056002175 0.00061428763260664646 -0.00013058702226946675 0.00018489668523485075 -0.000100840961169569 7.4233940488022671e-05 0.0016718818657422759 -0.00023477712732766654 0.00025359791251593189 0.00035794986061104633 -2.0038125019077386e-05 -0.00016016333647455184 0.0012574894533271598 -0.00025724196355928939 0.0018737261776967894 -0.00055837884518078495 0.00012424746014044543
leaf_count=12067 4347 39795 203966 16739 1601 7892 830 90 3251 91 178 1803 2155 151 620 28070 2598 6172 11839 69 1400 770 166 258 11595 59 1698 21 674 966
internal_value=0 -0.0308386 0.000456563 -0.0602026 -6.84389e-05 0.0313149 0.00722636 -0.118748 -0.17204 0.532717 -0.0428279 0.0815255 0.205034 -0.0973869 0.483389 -0.0508583 -0.0789255 -0.0366239 0.00928196 0.0630915 0.0486333 -0.0929373 0.779771 0.291132 -0.113644 0.0561629 0.024355 -0.21306 -0.199019 -0.148551
internal_count=361931 120714 241217 31349 14610 13009 209868 5902 5072 181 108647 5165 2953 2212 798 103482 63687 35617 19646 13474 13239 5117 235 409 15971 4376 4317 1719 4891 4217
shrinkage=0.000980392


Tree=5590
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 683 1462 1013 499 1469 1181 1437 656 558 1460 1312 1254 131 667 1398 59 83 555 556 1051 1257 1182 866 811 221 1295 487
split_gain=7.9676 19.6054 15.4698 13.7288 17.8949 15.7547 16.1816 15.0205 14.8051 17.311 16.5132 15.985 14.9336 19.0566 19.4929 16.7146 16.1934 15.0468 14.7706 14.4621 16.6952 20.2474 15.0022 14.2246 13.6932 16.7559 13.6484 13.6403 14.2451 13.5641
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 -0.45360691579634166 1.8461117166573322 0.54050183860820311 0.256205212906918 -1.0234077568651669 0.73523683856488575 0.72713696786055593 2.2886525133890401 1.6191238109671902 1.5108086050703038 0.80469358619591069 -0.74904333830096614 -0.97947116861403372 1.473346372007182 -1.1724997255136629 2.8274668207868303 0.36216581115866303 -1.2806075105005399 0.34638433718430828 -0.84266638583340603 1.8350586299538085 -0.87988073821132717 -0.67375759197929208 1.0000000180025095e-35 2.4681469724424203 1.0000000180025095e-35 -1.2310706979592976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 19 -8 10 18 12 -12 16 -14 -15 -16 -3 -18 27 -7 22 29 -21 24 25 -9 -11 28 -10 -22
right_child=-2 3 -4 -5 -6 6 7 23 9 26 11 -13 13 14 15 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0043231622889122979 0.00033294605902734538 -0.0077774154004624473 -0.0031928693204589242 0.0010787486335788552 0.011252872823875203 0.0020213533742356573 0.026759033164697462 0.05150611224599682 -0.011161929714262242 0.0099636559995800924 0.0071440490968538196 0.092385186200750632 -0.0024698257681204641 -0.020292650342402872 0.093345862745722569 0.0092523141019530599 0.083086416797381032 -0.026953205011537213 0.063864485010459007 -0.0068720592758226276 -0.064545883512187971 -0.018990777274280345 0.074271509093965724 0.060136105166014232 -0.02540651160273083 -0.019303993375187137 0.052302964113951134 0.040757285054280126 0.0047944062976628295 0.027083067023045748
leaf_count=3489 197825 13062 71199 61830 1347 2565 152 91 2201 409 734 35 765 81 72 57 26 1840 56 63 29 253 127 38 978 156 125 91 1657 578
internal_value=0 -0.0163346 -0.0521713 0.00512209 -0.0471997 -0.0644274 0.0691382 -0.182123 -0.0973004 0.0300573 -0.137671 0.226651 -0.158402 0.137484 0.784589 1.24831 -0.182799 -0.493734 -0.0351755 0.160011 0.392374 0.253477 1.07207 -0.293369 -0.351714 0.206442 0.412952 -0.05418 -0.08106 0.471215
internal_count=361931 164106 74688 89418 27588 26241 5030 1415 21211 4539 16672 769 15903 975 210 129 14928 1866 4005 3615 1050 860 190 1263 1225 247 534 3949 3858 607
shrinkage=0.05


Tree=5591
num_leaves=31
num_cat=0
split_feature=21 1258 1449 900 1035 1177 294 1191 1140 760 965 355 212 1317 352 695 705 1104 779 1144 1193 835 625 347 423 81 1430 695 417 1452
split_gain=8.01431 11.6055 10.6212 15.5654 13.8696 9.75578 12.7499 10.4701 9.50114 8.64333 14.0705 15.9637 18.4529 20.4694 19.1419 14.5498 16.7022 15.7496 15.4179 15.3182 17.1671 16.8745 15.4724 16.0737 14.7736 14.9024 14.4195 14.7002 14.2493 16.4323
threshold=-3.9164670491403295 -0.85376999021580235 0.74561756370782817 -0.96113457146759884 -0.11049815927367827 1.2352391272322201 -0.57426387739052631 -0.93175966142138666 0.68702207920178304 1.590639573444639 0.40178444215186121 1.4397487699962228 0.14252873033357813 -0.20812384272317883 1.3988383012569974 -1.2674978147892044 -1.1999582424157742 0.51295562371306647 1.1428972910231388 -0.59373083871637722 2.7499010950668645 -0.65982367918118612 -0.74180254133962376 -0.4298963761503965 1.6414450831818315 0.45336876900908857 1.0000000180025095e-35 -0.42188716704023072 -1.288988974873565 -0.44066592451945163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 -4 -9 -2 11 15 13 -13 -14 16 24 19 -19 21 22 -17 -21 -24 25 -11 27 -20 29 -15
right_child=9 2 5 4 -6 6 -8 8 -10 10 -12 12 14 28 -16 17 -18 18 26 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.039666115292345726 3.7378679016709337e-06 -0.094685609681131044 -0.036563702493102944 0.044622630246961538 -0.039193962921293159 0.04890981848964146 -0.065436020458841601 0.049720278766591824 -0.013653179255830801 -0.0016436489808333834 -0.0064129334277943199 -0.020619561404909614 0.03510380635718427 -0.024205592409588632 -0.02270188757408155 -0.015670607387669115 0.028673938520127746 0.00023338954634549749 -0.058822862159721094 -0.018175191073186922 -0.046379744428970422 0.010731468601117504 0.0055959320228014774 -0.008063341834146474 -0.041609166186665276 0.035688496828204561 0.037093101364667216 0.013317054665444387 0.0077406539701673251 0.10148020289151678
leaf_count=53 333120 21 27 65 50 28 31 280 41 873 9587 557 565 38 154 483 573 2802 79 1625 253 1584 2413 5046 177 210 342 292 494 68
internal_value=0 0.273821 0.377689 -0.1882 0.182615 0.574396 -0.341517 0.724831 0.843066 -0.003076 -0.0471582 -0.00536417 0.225302 0.00247366 0.531544 -0.0306273 0.19193 -0.0571055 0.0913333 -0.105191 -0.152911 0.0874146 -0.13632 -0.0842396 0.0251783 0.119505 0.420846 0.0213157 0.317696 1.30126
internal_count=361931 596 543 136 115 407 59 348 321 361335 28215 18628 1876 1157 719 16752 1833 14919 3515 11404 9337 2067 9084 7459 1260 1083 713 371 600 106
shrinkage=0.05


Tree=5592
num_leaves=31
num_cat=0
split_feature=728 1020 588 551 1002 978 213 1112 1181 137 946 1189 282 558 1395 1247 628 706 1394 765 1400 452 969 704 1328 1052 991 686 0 217
split_gain=7.90312 11.56 13.0854 17.5455 16.1595 15.633 14.7307 17.8495 14.2329 17.1641 20.1031 15.9332 14.8276 17.9226 14.1936 14.2983 14.0323 16.0875 15.1171 14.9877 17.5563 17.5522 17.3717 16.92 16.5261 16.922 14.706 14.6083 14.6294 13.9876
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.14234722227919847 0.69854289147193727 -1.195992408842417 -0.62672810750016339 0.90416100292128176 -0.094353123398192226 1.1509309840403368 1.2198356672788095 1.7786288152059184 -0.2096117848045774 0.062676410544798847 0.50135115350512482 0.46314849560929022 1.5884539900009791 1.6026331504760882 -1.419746440254029 1.5642086406763123 -0.12620488070963248 1.0000000180025095e-35 0.74944610812852275 -0.99827589678052042 0.52626012796702404 0.81521138930996939 -0.46586572556189004 -0.71054025661144793 3.3231524654579405 -1.0194517094536926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 16 5 -5 -4 7 8 14 10 11 12 -10 -14 -7 -16 17 27 -19 21 24 -20 -23 -24 25 -21 -18 28 -3 -8
right_child=1 2 3 4 -6 6 29 -9 9 -11 -12 -13 13 -15 15 -17 26 18 19 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020613576178048969 -0.0027943467117528837 0.003050886994903447 0.018184378183494165 0.0044568252665643411 -0.012301214113888221 -0.016088504570341264 0.0065216853613477375 -0.02095273148506064 -0.0056232875326430861 -0.026655545047491687 0.076988151193392251 0.071047552246285978 0.056249560295069272 0.0023019200667738549 -0.0038321597192766325 0.04765803559092667 -0.021110948121983081 0.024720844099270795 -0.0010718799008174709 0.043448859160571368 -0.0088742843164217305 0.015709864204301559 0.033859992162187158 -0.029410258425697701 -0.029725325418819767 0.13431048940237508 -0.0013113956555413928 -0.0023127356130179578 -0.068698037509693985 -0.012471329524382945
leaf_count=252841 47529 15976 457 5190 967 783 642 476 402 137 74 54 142 202 249 107 1306 581 4644 182 160 2223 75 263 54 33 2168 18044 46 5924
internal_value=0 -0.0216796 -0.000498854 -0.0605841 0.0367248 -0.128629 -0.148992 0.0088763 0.107301 0.302589 0.417234 0.303555 0.203876 0.560766 -0.10423 0.29026 0.0216024 0.0327192 0.131571 0.100115 0.555119 0.0730883 0.234489 -0.27841 0.905806 1.14416 -0.153616 0.00869479 0.0574775 -0.211304
internal_count=361931 109090 61561 15806 6157 9649 9192 2626 2150 1011 874 800 746 344 1139 356 45755 42281 8215 7634 429 7205 2561 338 269 215 3474 34066 16022 6566
shrinkage=0.05


Tree=5593
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 762 507 791 746 809 289 651 1437 1324 1459 917 578 13 773 1311 712 896 771 565 996 493 581 842 636 1186
split_gain=13.1185 12.8468 19.6813 21.1585 44.0914 20.905 20.0825 18.1796 32.4021 24.7201 20.799 20.6793 20.2628 17.8924 17.82 17.6431 17.9075 17.5577 18.127 18.1696 17.2469 20.9675 20.9403 19.7556 19.4949 17.1899 17.7495 16.9025 16.7561 18.6624
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.8387373041910313 0.65809631222906606 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 0.70036819076278212 -0.06045160922923843 -1.2149334638529161 1.1070026357714988 -0.17189113104522832 0.30711866236834834 0.052484712102878438 1.0000000180025095e-35 1.1780070679743837 0.90419804963812089 0.4810433618479425 1.0565563832172893 2.0435551016551368 0.82499989687732411 -1.4911445226422015 -0.3944956110652062 1.0617369674132473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 7 5 20 -2 -4 9 10 -9 14 13 15 17 -11 -17 18 -12 -20 27 22 23 -22 -25 -16 -27 -5 29 -10
right_child=1 -3 3 4 -6 -7 -8 8 28 12 11 -13 -14 -15 25 16 -18 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=3.4346186421825465e-05 -3.3125625618309087e-06 3.5164231967371924e-05 -5.3293034354560767e-05 -0.00089045071506675937 0.00026884934685078023 0.00017668039025030846 0.00010163620763797353 -0.00028854391765002595 -9.0234676294512502e-05 0.00043050739220583688 -0.00012338854306462373 0.00029388897468758229 0.00023298206443603259 -0.00011252415056953915 -1.4217798655332616e-05 -2.3979136616608261e-06 0.0002748659479830818 -0.00023376470716916537 -5.8253107855081467e-05 0.00055733601072792969 9.8991015002946139e-06 -0.00021568055422197221 -0.0001885415662579303 0.00023297316040209193 -0.00022920630068927114 0.00086337553839398564 -0.00079603319608714926 -9.7315632553178334e-05 0.00016582990120280757 0.00033985817711918787
leaf_count=29559 48652 21518 148889 304 3065 2650 10531 5765 3143 592 4710 765 1630 6412 8084 19385 1488 7692 726 566 10220 1958 1747 3886 449 257 85 10175 6463 565
internal_value=0 -0.015347 -0.0197346 -0.0296995 0.0236533 -0.0042488 0.0177718 -0.0392314 -0.0051861 -0.0320128 -0.0979681 -0.0672196 0.0108259 -0.00601705 -0.0861375 0.0273032 0.0159677 -0.151056 -0.0326033 0.237334 -0.0242203 0.0136504 0.0386399 0.0665883 0.18743 0.0107703 0.609353 -0.113165 0.106039 -0.0197854
internal_count=361931 332372 310854 251671 34454 31389 59183 217217 68328 58157 28650 22885 29507 27877 22120 21465 20873 13694 6002 1292 28739 18260 16302 14555 4335 8426 342 10479 10171 3708
shrinkage=0.000980392


Tree=5594
num_leaves=31
num_cat=0
split_feature=1216 1292 1400 21 1161 562 1455 219 790 1458 832 346 553 1181 848 706 917 512 1168 974 11 771 1454 173 613 954 834 1306 10 1142
split_gain=7.98314 14.3307 15.1334 17.8318 15.1116 14.619 18.0325 15.1584 13.9274 15.698 16.7053 14.4059 12.95 17.6908 19.4069 13.0585 12.7404 12.7167 13.5433 15.1363 13.2873 12.6866 12.2637 12.2345 14.5 12.7606 15.2095 14.1339 15.3838 12.6486
threshold=2.3855481443271001 1.0000000180025095e-35 -0.16363138226467872 1.3785497256249488 1.6815392383516288 1.7635829889502619 -0.11655890663531634 0.10543478368281399 1.2042876177435089 0.27516565626892492 1.014021568135677 0.023879202924299989 -0.66224931704537848 1.2740426901491528 0.46861235163496306 0.85558832110916161 3.7297746133716738 1.2915124542193543 1.8457631489763042 -0.82515121584589834 0.12995475237229845 -0.76275513173188647 -0.2363894608792538 1.0723253152665602 1.3156155531097407 -0.92790754870331005 0.80194129484038912 1.0000000180025095e-35 0.38885424312324002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 23 8 7 -7 9 16 11 -11 15 17 21 -2 -4 -14 -19 -20 -21 -15 -6 24 25 26 -3 -27 -29 -30
right_child=1 2 5 -5 22 6 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18 18 19 20 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-3.3975395232044025e-05 0.0088698679288254281 0.030329160339855173 -0.014897160417839476 -0.037639118086149941 0.11444477021352098 -0.051734446270506433 0.082312706682402564 0.085886039807471615 -0.03923310532560393 0.017627378968595307 0.056026907880148871 -0.027763229519430218 -0.020700045169609622 0.041899649125295015 0.10560114653512348 -0.033180123978442659 0.070951602043258996 -0.006095620911065365 -0.057921084394693616 0.038747355806169351 0.17617507797412466 -0.034182534970525869 0.0042629123826409794 -0.017472369182459795 -0.017761630168270381 0.012608780728395134 -0.022708104039047508 -0.018920037458312378 0.041362290396102508 -0.048528586053567135
leaf_count=349058 1094 672 1982 153 25 78 58 20 325 283 101 208 3521 75 38 275 24 723 31 36 20 93 20 365 343 1431 131 585 124 39
internal_value=0 -0.0723151 0.00052233 0.0986644 0.132864 -0.153145 0.685204 -0.264847 -0.197731 -0.133831 0.218544 0.0167478 -0.195548 -0.281873 0.490934 0.0573838 -0.266858 -0.333642 0.0482119 1.15312 1.83426 0.0597094 1.33433 0.1115 0.157386 0.211156 0.480108 0.111506 -0.177713 0.496598
internal_count=361931 12873 6967 3888 3735 3079 156 98 2923 2598 592 491 5906 4537 206 1369 2006 4331 810 87 56 168 45 3690 3325 2982 803 2179 748 163
shrinkage=0.05


Tree=5595
num_leaves=31
num_cat=0
split_feature=785 519 713 650 645 921 783 1443 852 735 86 659 1041 566 518 791 746 809 289 1437 854 797 651 222 84 797 965 414 772 452
split_gain=14.7716 11.8006 15.4944 21.3708 20.1986 19.8115 42.9234 20.5201 22.8687 22.3235 19.9445 19.0396 18.1605 17.3619 17.0304 16.826 29.6506 24.1325 21.7485 20.0394 19.832 74.6844 19.6055 18.9287 18.7253 18.1104 21.3357 22.1512 17.0766 17.5972
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.6923072129381651 0.66777575187080795 1.0525743831388839 2.2099560249315608 1.593744732512876 1.0747610123934368 2.2560756724538602 1.4680215992272687 2.2359170208873898 1.8123759085271225 2.2401583428922476 1.0794040238867422 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 -0.87473648844905705 0.63961785378869596 1.1107569744011787 2.014354030516309 -0.010139945829889745 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 0.94391587442470348 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 11 15 7 8 9 10 12 -2 13 -7 -5 20 17 18 -17 -19 21 24 23 -20 -4 28 27 -27 -22 -30
right_child=1 -3 5 14 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 19 22 -21 25 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=3.8662982963706013e-05 -3.7272896807216506e-05 3.4390589073450332e-05 -0.00023328719997763687 9.0133011774767331e-05 8.8959980247366717e-05 -4.2945493273137495e-05 0.00026613417026624984 -0.00012352929101626503 0.00016242052289431406 0.00022946253707655778 -0.00029572133934592992 0.00015390861644807687 0.00033682843197921499 0.00033492996723773427 0.0004155916314838956 -0.00028648346939047037 0.00010034528448545614 -3.2314592753314195e-06 -9.6803346923040833e-05 0.00023419040612531375 -2.7298969720489484e-05 0.00027576294863631775 0.00028695640547587482 0.00027662864662806046 2.7330082481709204e-06 -1.3513417132155883e-05 -0.00017521586604258869 -0.00021667994264841514 -0.00016058735489639985 -2.4480732492770871e-06
leaf_count=29559 37313 21518 3481 5128 9620 15798 3076 6926 4521 1534 1674 3017 741 556 826 5860 10309 28211 21582 1632 85715 3676 775 829 3851 15858 16005 4096 12442 5802
internal_value=0 -0.0140272 -0.0182356 0.0163479 0.000561449 -0.0267541 0.0245799 -0.00266648 0.0262843 -0.0089659 -0.0336931 -0.0235989 -0.0116174 -0.0280307 0.146583 -0.0358995 -0.00332508 -0.0288523 -0.0935724 0.0132671 -0.0503204 0.0423356 -0.0622013 -0.0805297 -0.10556 -0.0589415 -0.107854 -0.0548268 -0.0426405 -0.110388
internal_count=361931 332372 310854 55904 49950 254950 34826 31750 24824 20303 18769 40330 17095 16354 5954 220124 69198 58889 29046 29843 150926 11008 23186 22411 7332 139918 35959 19954 103959 18244
shrinkage=0.000980392


Tree=5596
num_leaves=31
num_cat=0
split_feature=869 797 858 588 232 629 51 287 89 774 641 1107 430 207 1445 149 138 1398 356 905 838 221 905 438 1104 1327 1215 1 1470 126
split_gain=7.94901 15.013 14.9265 16.4676 14.82 16.5419 14.4783 13.9629 17.5462 13.8641 13.863 15.3955 16.5114 16.9267 15.8621 14.6033 14.7207 14.6655 14.6013 17.1814 14.5332 13.728 13.4383 15.554 14.0315 13.3382 14.0916 20.0704 14.7926 13.3296
threshold=-0.57653763495970078 0.63961785378869596 1.0825608069246189 2.250834115212506 -0.46477870125348403 -0.3545658746024532 -0.68916341501484679 -0.2173006044868013 -0.34113814102716905 2.0716573389763737 -0.92968085174718074 -0.7200172928242311 0.73317267636581696 -0.47996294812898527 1.3475299883120082 -1.0591197092139233 0.8270152974423145 -0.82683015686721717 1.5763124313299337 1.3074031405769329 1.2725262432542264 -0.22252903511770231 -0.40895790050659514 1.0988070393279836 0.39075357590080922 2.3854231856077814 1.0000000180025095e-35 -0.41999882094232427 1.6572669524064125 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 5 7 -7 -4 -9 10 20 12 13 21 15 16 18 -17 19 -13 -1 -12 23 -6 -25 -19 -27 -28 -29 -8
right_child=1 2 4 -5 22 6 29 8 -10 -11 11 14 -14 -15 -16 17 -18 25 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0047826695885249682 -4.5966400186882073e-05 -0.0023303566581072627 -0.0047749021218903703 0.0071575958271350342 -0.0068341606184132292 0.014090750309086334 -0.028919075948529816 0.054261613869258388 0.0034616962504400565 0.0091843416245160157 0.0079323342693570428 -0.0022607745436207002 0.0048709871046389783 -0.010457022256776036 -0.0045937110394661407 -0.0066660308506331055 -0.029139915055154661 0.0032818266960335969 0.026064807080710475 -0.032008043403882497 0.036254487588599206 -0.0075572400516853936 -0.016939880307631227 0.053972477228871565 -0.036360334219600506 -0.031933245930013586 -0.031503273879295642 0.029377887964996175 -0.071037246452375455 0.0020832078920400773
leaf_count=6310 248007 37278 311 2284 1003 269 563 170 186 2333 2099 3076 2627 6255 7366 2235 373 33192 218 294 175 1715 2470 92 34 292 158 219 21 306
internal_value=0 -0.00821637 -0.0496346 -0.032018 -0.163509 0.0161871 -0.160168 0.314655 0.606314 0.0198576 0.0131706 0.00205011 -0.0788185 -0.127157 0.0194059 0.0351897 -0.106193 0.0482492 -0.0600102 -0.101207 0.115699 0.00858459 -0.246241 -0.0335396 0.695066 0.0594048 -0.254377 0.0216829 0.420058 -0.325992
internal_count=361931 292973 44966 39562 5404 1805 1138 667 356 68958 66625 60140 12696 10069 47444 40078 3961 36117 3588 3370 6485 3814 3599 1129 126 33882 690 398 240 869
shrinkage=0.05


Tree=5597
num_leaves=31
num_cat=0
split_feature=147 639 71 1311 87 830 457 1046 1107 428 1392 979 777 939 413 837 136 1457 565 349 844 637 344 632 844 1255 92 605 562 338
split_gain=7.82798 23.0513 20.3043 17.5878 16.0192 15.4874 14.2051 13.5714 17.0029 18.1658 16.8498 16.6065 14.3704 16.0476 18.3736 15.802 15.5763 15.3784 15.1515 15.4071 14.9572 16.494 16.4196 14.8841 14.8796 14.7298 14.2359 13.6664 17.4558 15.0649
threshold=-0.044493704381537387 0.24328896595660957 -0.68878185990600638 3.1487438132378309 1.6608722861671115 1.3291458979527604 2.3716694046974869 -0.10276956385831125 0.10231394526138497 3.0797222439295395 -0.19227553998978741 -1.7181165767382496 -0.20941125169790056 0.49627124160774405 0.40129622488110323 -0.58338421384568206 0.29354126695391658 -0.043924821398005055 -1.0801808506549713 2.4591646749225347 -1.2610665342523439 -1.0715480726147362 -0.66679455785499508 0.30147128775529214 -1.2823473300177353 0.094951441994021127 3.4714126686442319 1.3698948979839747 -0.32745488421763458 0.84835182578422852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -3 -2 -6 -1 -4 9 10 11 -9 15 14 24 16 -12 23 19 -17 21 -20 -23 -15 -14 -25 -13 -26 29 -29
right_child=1 3 7 -5 5 -7 -8 8 -10 -11 12 26 13 17 -16 18 -18 -19 20 -21 -22 22 -24 25 27 -27 -28 28 -30 -31
leaf_value=0.00050822522865432774 -0.0020565973085791773 -0.0038175042358158844 -0.00077836239259532181 0.023044568683806287 -0.015923800504115779 0.014569017914596114 -0.0058897858949674767 0.023912618179137233 0.0044495747593033645 0.044071064471381226 0.0016398712713715674 -0.0045990314844517486 -0.050820269511177567 -0.02591620030575828 -0.00011917050487185861 -0.034247324955671177 0.02366082999087225 0.012506268232204102 0.096702824810705579 0.088645261316184623 -0.0039490143248686986 0.082106947776597147 -0.017964904419295945 0.028955756754776813 0.019856243457638315 -0.018934123400944643 0.03702902466962673 0.049478348805301241 -0.036208884581264388 -0.032109857250549705
leaf_count=196946 25480 40219 41160 395 2925 311 7607 367 21666 99 1634 11882 75 589 1386 415 499 478 40 20 4411 29 103 194 2372 192 128 86 170 53
internal_value=0 -0.0157035 0.000501159 -0.0707254 -0.0617617 -0.2489 0.00704409 0.0168296 0.0433056 0.000560796 -0.00402391 -0.0691429 0.0537999 0.142259 0.21245 -0.0147394 0.145112 -0.0786929 -0.0887618 -0.575263 -0.0546422 0.665855 0.199217 -0.266171 0.321361 0.105363 -0.0835572 0.342706 -0.146912 0.442468
internal_count=361931 157378 116764 40614 28716 3236 204553 88048 46888 25222 25123 12377 12746 5595 4142 7151 2133 1453 5018 435 4583 172 132 975 2756 386 12010 2681 309 139
shrinkage=0.05


Tree=5598
num_leaves=31
num_cat=0
split_feature=785 579 728 651 507 567 426 514 576 978 921 804 830 704 80 441 678 912 844 516 452 506 564 483 307 706 1110 841 144 77
split_gain=7.86848 9.35093 17.2618 20.0515 25.6188 21.5703 17.3261 16.923 21.3839 16.3079 15.9924 16.3484 15.4033 15.2541 24.294 15.505 15.1406 18.3335 16.3372 15.0757 18.8526 32.3244 24.1415 17.7496 19.3429 16.9659 16.8657 19.4145 16.8096 16.0651
threshold=-0.86283290253235112 1.0000000180025095e-35 -1.3163276726681863 1.1107569744011787 1.0941628986121894 2.1737059611274008 -0.4264046735406602 1.9087852721677012 0.22770019498347679 0.7125047573886053 1.0525743831388839 1.3537602816678871 2.1113806905407069 -1.7328114229740241 0.094720670270296833 -0.90226645347154355 1.6243751288565669 0.14129074248764809 0.22858916932503706 1.0000000180025095e-35 0.60725649753328859 -0.33605752069368178 0.54441762608122402 1.6660675374951019 -0.55175853936748376 1.4946786953652607 -0.25259089356009901 -0.85935310248696084 1.497446890011753 -0.016197429761686356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 3 4 13 -6 -5 10 -9 -7 -4 12 -12 14 -3 -15 18 -18 -13 20 22 25 28 -21 -25 29 27 -24 -2 -22
right_child=1 2 7 6 5 9 -8 8 -10 -11 11 16 -14 15 -16 -17 17 -19 -20 23 21 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0016680482694991531 -0.0009633633437612423 0.0041573551864796908 -0.0012249748767936314 0.0041445619505647967 0.018812906285593099 -0.055408855420171849 -0.016888344452441511 -0.0032360683401182395 0.010205335154965731 0.038411151395203513 -0.00035670150901025632 0.0065799974542306329 0.021163569530722671 -0.0066275981366165542 -0.038240289049945309 0.0057549842947593327 0.015179746971235881 -0.042632626166504366 0.024885409093773805 0.00023921880252502273 0.0018627973357822243 -0.0011330045010899297 -0.016329621054920699 0.0060778123731281067 -0.016089967082943007 0.046026218115691762 -0.01065286734715291 -0.00058294413018795347 -0.0094873042759262578 0.01991681182867798
leaf_count=29559 57711 512 73856 950 1932 93 1003 3075 4774 26 8316 1665 425 1721 409 10547 118 136 858 124530 1381 11651 1674 850 2321 185 8838 7074 4676 1065
internal_value=0 -0.00581991 0.0117453 0.077179 0.105368 0.324826 -0.135276 -0.00161398 0.108319 -0.605504 -0.011001 0.0674137 0.016022 0.0658754 -0.253481 0.0849427 0.210779 -0.289204 0.262499 -0.0152135 -0.0408409 0.0416479 -0.0569869 0.00071767 -0.190963 0.258578 -0.135922 -0.0610199 -0.0311512 0.210203
internal_count=361931 332372 110416 17193 15240 2051 1953 93223 7849 119 85374 11518 8741 13189 921 12268 2777 254 2523 221956 94255 14282 79973 127701 3171 2631 17586 8748 62387 2446
shrinkage=0.05


Tree=5599
num_leaves=31
num_cat=0
split_feature=470 464 1367 115 1292 557 1258 834 1057 773 701 828 1317 692 408 351 394 145 155 945 1317 126 422 456 287 1460 1450 707 924 779
split_gain=7.92075 16.0712 13.5729 13.8788 13.2553 13.0125 15.6409 13.012 13.014 14.6476 16.0331 18.8919 14.5667 14.9749 14.34 15.1981 14.3859 13.7818 13.5642 13.3312 13.2855 14.8933 14.5112 14.9195 15.7677 13.2478 13.7081 14.3099 16.7069 15.7848
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61047007421192445 1.3947035982071894 0.56160999478305407 1.4011891369271374 -0.006140402859909481 1.8244089606515439 1.9724814359380793 0.63746548172898276 -0.93638196843719423 -0.61162631914587451 0.47222811356503097 1.8273497093402298 -0.34083657021421804 0.98400482626685071 3.8085364810971782 -1.5341087475032713 2.1640528526356166 1.9181452473571214 1.2548294968098503 0.70880289725806289 1.8666154191533952 1.4084874003989574 0.81977017998178703 3.2552601509742991 -0.096233191357337364 -0.41519477588495196 1.0000000180025095e-35 -0.507148889530876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 8 12 17 -11 -12 14 19 16 25 -3 -10 -17 -14 21 -19 23 24 -23 26 -16 -28 -29 -30
right_child=-2 7 4 -5 5 6 -8 -9 9 10 11 -13 13 -15 15 18 -18 20 -20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0027397360094415634 0.00036325814725835946 0.00039613929891463615 0.0032117912687441041 -0.011141258659400641 -0.013763538359257359 -0.014283425006190384 0.067367628854369213 -0.0067764105729474213 0.038317391668641149 0.035182701281952528 -0.033256390094001144 0.0082717077638078985 -0.0016862437049493346 0.013501669351834091 0.0019655052715446208 -0.0051086424908090636 -0.053344635031390808 -0.014637072224833653 0.037795952417215783 -0.015134740780855721 0.009804764204734159 0.023361683520129212 -0.06073144995365809 -0.054041900292382886 -0.019403073867122499 0.023006974981603874 0.013777718842813168 -0.00039611612964543991 0.029072824586984999 0.0054146916845426067
leaf_count=61593 191352 33492 10211 7563 1328 67 52 3987 81 196 220 745 20149 876 11667 3231 95 3362 111 1335 477 427 39 53 145 487 3358 3618 542 1072
internal_value=0 -0.015649 -0.0482062 -0.0662135 0.0309079 -0.194246 0.510871 0.00360618 0.00941168 -0.0993967 0.133834 0.00192449 0.0171462 -0.035101 0.0364573 0.0807867 0.00576977 -0.160592 -0.0729335 -0.047697 -0.178881 -0.223322 0.0776776 0.161741 0.257476 0.103714 0.0938094 0.162702 0.0840687 0.275166
internal_count=361931 170579 80814 69156 11658 1447 119 89765 85778 5745 1161 965 80033 22360 57673 24086 33587 4584 3342 21484 4503 4026 664 625 572 20744 20257 8590 5232 1614
shrinkage=0.05


Tree=5600
num_leaves=31
num_cat=0
split_feature=1028 407 1456 67 1452 1460 1456 823 145 574 560 299 287 363 686 1458 690 1187 1343 617 1083 1459 1454 1465 1458 874 1465 970 553 432
split_gain=12.8469 22.7777 16.562 17.5534 17.4838 24.2049 23.4142 22.0282 17.1397 17.4558 16.8502 16.2253 20.7381 19.7009 21.31 18.7648 16.9351 16.7048 23.0438 19.3901 16.0176 16.0358 18.7273 17.5452 24.5313 19.4524 19.2029 20.0933 18.6587 20.6366
threshold=-0.96688480048775205 -1.2965003005540392 0.086884870144167459 1.7832577399177876 0.59388296513046446 0.9504607190545632 0.37396721338577926 -0.277660549730326 -0.75927764780365392 1.0000000180025095e-35 0.62522393566729606 -0.8536925667423596 -0.25216012665381266 0.42328335955654661 0.45089741549439122 -0.38373252452445611 -1.1124110037020467 -0.10634458025842346 1.0000000180025095e-35 1.6614250791469047 1.0000000180025095e-35 0.40413748344094969 3.8331818028246452 -0.27106818942133887 -0.25149012508983032 1.4669069232400107 -0.46084089787380461 0.7701545154026761 0.022211985314598417 1.2898465443661526
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 20 4 5 10 -7 8 -6 -10 -4 12 -2 -13 15 -15 17 18 -16 -20 21 22 23 24 26 -25 -1 -28 -29 -30
right_child=1 -3 3 -5 7 6 -8 -9 9 -11 -12 13 -14 14 16 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=-0.00015553774708309038 -0.00024858766664635849 6.4741874290799614e-06 -0.00025979599686951641 0.00018000128091788599 0.00052154211128403218 0.0012211878118086076 5.3943179975492769e-05 -0.00020772458945440771 -0.00015393948928019041 0.00039287108103168075 -6.1961513719925742e-05 -4.3380300431437826e-05 0.00024178182754254146 -0.00051998347524136504 -0.00065711682331986412 -0.0001787432356688439 -0.00013153907828710365 0.00064029701961097188 0.0014757230524389585 -0.0011828327214650817 -7.974770842971415e-05 7.2515512665922185e-05 0.00053786053089842757 -5.3262470789287924e-05 0.00010594529375422887 -0.00032025404355064867 -1.5172165368644718e-05 0.00012956544514781631 0.00071102434890263247 0.0026359392165653424
leaf_count=6974 721 223926 11396 1178 640 68 1281 1977 1221 689 4065 24404 1901 1968 275 2872 3401 411 58 49 22044 14028 255 19981 10430 3128 1941 356 246 47
internal_value=0 -0.000916327 -0.0348936 -0.10265 -0.123887 -0.165781 0.159325 0.031373 0.189918 0.0450114 -0.200954 -0.0636828 0.120222 -0.0807706 -0.194953 -0.310841 -0.0343386 0.319187 -0.154266 0.867655 -0.0179932 0.00384917 -0.0227195 -0.0279702 0.0283921 -0.0782951 -0.0771331 0.110538 0.530025 1.0641
internal_count=361931 259986 101945 22515 21337 16810 1349 4527 2550 1910 15461 36060 2622 33438 9034 4840 4194 793 382 107 79430 57386 43358 43103 19994 23109 9564 2590 649 293
shrinkage=0.000980392


Tree=5601
num_leaves=31
num_cat=0
split_feature=743 281 969 839 346 699 13 700 362 897 1392 831 349 831 1249 227 357 38 279 537 21 354 882 1036 707 417 705 1442 777 1197
split_gain=7.81165 7.82387 14.295 17.9593 15.6808 15.3608 18.6623 16.9505 17.2204 23.5455 23.197 15.754 16.0006 16.2662 16.4291 17.2287 17.2015 18.2473 16.1564 15.6989 15.3836 21.4964 15.3067 15.3525 15.1936 15.1483 16.4794 15.4487 21.4606 15.5873
threshold=6.8880720291986846 0.070741146133882951 1.8095556012326954 0.33927673844026335 0.30116577312126797 1.1242029983858679 -0.0058622864127429956 0.80354110833047032 0.25610497853425607 -0.62553950919112078 -1.188133436868146 1.3277602134687787 -0.38077738599676075 0.687200208743174 -0.67921991542666438 -0.9827477277280029 2.7479281276113254 1.0000000180025095e-35 0.93657541602899019 1.2978429288651507 -0.13431221002227373 1.4174898420279773 0.44470034393954044 -0.60116594211847152 1.1817661801148753 -0.30690331265415399 0.43610112760085196 -1.2625182715263061 2.5262595137975863 0.22462025654885495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 11 8 10 -10 -3 12 13 14 18 -16 17 -17 -7 -19 -11 -22 23 -8 -24 26 27 28 29 -14
right_child=-2 2 3 -5 -6 6 22 -9 9 20 -12 -13 25 -15 15 16 -18 19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.000577412992394372 -0.074227297857973412 -0.012976030379263937 0.0045953697852692535 0.013435710083291886 -0.012341032435814029 0.023389656114940857 -0.0014378383091758153 0.0036307894068509667 -0.0037131872760554244 0.0070925365515151391 -0.0006249523506470456 -0.015384120442853281 0.030276613864021813 0.028909318328005973 0.037725419247002727 -0.017337921772594519 0.055844323003848707 0.0015476470409713384 -0.025070255707939096 0.05885677820748858 -0.00098163280956329538 0.011096412259708456 0.0058863137275677957 -0.015543177203152743 -0.018751611950510248 -0.0092211375843238227 0.030786394045555634 -0.0073203091227261033 0.16907442869760392 -0.038074228204815985
leaf_count=216614 21 2866 3575 2284 972 774 1671 23142 7989 12520 62311 815 501 434 142 1095 67 559 117 61 10601 2441 1514 4129 452 2382 327 1401 25 129
internal_value=0 -0.00209722 0.0111938 0.111216 0.0270071 0.00567233 -0.0661609 0.0143898 0.00108187 0.0456805 -0.0206033 0.0149739 0.0505886 0.172876 0.102863 -0.0300116 -0.0985414 -0.146563 0.355825 0.174934 0.0793794 0.0252295 -0.152805 -0.223668 0.0154522 -0.0553865 0.122096 0.00220508 0.466201 0.330755
internal_count=361931 361910 145296 6831 4547 138465 16595 121870 98728 33551 65177 8829 8014 3249 2815 1924 1782 1715 891 620 25562 13042 7766 5800 1966 4765 2383 2056 655 630
shrinkage=0.05


Tree=5602
num_leaves=31
num_cat=0
split_feature=607 911 1393 1426 216 49 141 1040 1461 147 768 53 879 1048 637 1105 911 1360 258 1032 348 1384 871 1322 275 78 565 432 660 1317
split_gain=7.76113 8.12478 9.43297 7.80994 12.9309 15.1283 15.0704 14.6864 13.9286 14.6283 14.3099 13.8668 16.4377 16.3671 14.239 13.774 14.5279 13.5103 13.159 13.965 15.7908 14.7711 13.1158 12.9932 14.0562 13.9731 17.3649 14.5765 18.0306 16.3035
threshold=5.7609878416510298 0.30710498054101337 0.75630029921112885 1.0000000180025095e-35 -0.80229350577587755 1.0000000180025095e-35 0.17193234601400198 -0.52037178935754602 1.2257192582534573 2.3251944721283966 -0.49513181638680398 1.2912025798565661 1.0000000180025095e-35 1.0576128699479912 1.041550586758339 0.021706684542260182 -0.20358420448637418 1.1324559382631265 2.0040214161005392 0.61450512789118727 2.1273022145013107 -0.72428444990687824 4.3041760366803246 0.22009261925476312 -0.37716681713019035 2.3805704175646074 0.81848375359929293 -0.55498936155444567 2.2546142313779782 1.5812411290174886
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 -6 -5 -8 22 10 11 13 -13 -10 -15 -9 -17 18 19 20 21 -12 23 24 -7 27 -27 28 -26 -29
right_child=1 2 -4 4 5 8 7 15 9 -11 17 12 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.00030784363304930696 -0.058420498540012106 0.037661514160688019 -0.046941436681017447 -0.00074359319968475199 -0.00019883470950920147 -0.0067256873258852894 -0.00091761447624315274 0.012229932740645289 0.014658718344791441 -0.036091743080161193 -0.019631407928625461 0.024636870290222917 0.11242544951407261 -0.042272716758246121 0.049650422159511445 0.010532313425867079 -0.010490016592618043 -0.023807289162003458 0.065005365677487423 -0.012661133890789725 0.07063820830145999 0.011655711376612265 -0.051272805418728973 -0.0066903274852915424 0.0065094829296752713 0.026569246393936787 -0.045996950764224241 -0.0043403127074421793 -0.026263646064528096 0.017469564100525779
leaf_count=226317 127 42 50 18817 56123 8457 4029 4129 1245 169 305 113 40 146 23 988 1020 455 80 788 42 1168 249 17284 5249 540 79 12866 367 624
internal_value=0 -0.559852 -0.0244507 -0.00185229 -0.0175155 -0.0307735 0.0287892 0.10241 -0.0652507 0.066478 0.0921872 0.274855 0.938538 0.196244 -0.514303 0.172087 0.000460959 -0.0198874 0.0484666 0.0205616 0.158965 0.107516 -0.0800161 -0.0778617 -0.0417122 -0.00290347 0.383924 -0.0160293 0.0947723 -0.0654548
internal_count=361931 219 92 361712 135395 106412 28983 10166 50289 4574 4405 1567 153 1414 169 6137 2008 2838 2383 2303 1515 1473 45715 45466 28182 19725 619 19106 5616 13490
shrinkage=0.05


Tree=5603
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 1443 762 791 746 809 289 651 1437 650 1324 917 578 990 1459 13 773 1311 852 493 581 636 1186 1112 645 973
split_gain=13.1336 13.1066 17.321 19.4258 43.2584 20.6468 23.891 19.2758 32.7222 25.3254 21.8177 20.4183 19.9747 19.0305 17.887 18.2351 18.0348 17.8574 17.8353 17.4891 18.0177 18.1754 17.1483 17.1276 17.7895 16.8493 18.5238 16.7448 16.7329 17.35
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 1.6923072129381651 0.70036819076278212 -1.2149334638529161 1.1070026357714988 0.65656536832909496 -0.06045160922923843 -0.17189113104522832 0.30711866236834834 0.052484712102878438 1.0000000180025095e-35 2.0435551016551368 0.82499989687732411 -0.3944956110652062 1.0617369674132473 0.25490253223520631 1.0999280683389623 -0.3520936843062038
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 7 5 6 17 -4 9 10 -9 18 14 28 15 -11 -17 -5 19 20 -12 27 -19 -20 -25 26 -10 -22 29 -2
right_child=1 -3 3 4 -6 -7 -8 8 25 12 11 -13 -14 -15 -16 16 -18 22 23 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.6301862177677102e-05 3.1970394987577606e-05 3.7575795962143234e-05 -5.0937798249496299e-05 -3.184970785081707e-05 0.00026703780517366193 -0.00012512134706168978 0.00024278802977940487 -0.00029038671172417082 -8.6050607304233043e-05 0.00044221997219628142 -0.00011981347141242102 0.00029521655594570104 0.0002357364746281147 0.00013494393773915987 -0.0001083009580065172 1.6770407554270123e-06 0.00028033426787934265 -1.5780945173276536e-06 -1.0402112520186368e-05 -0.0002302163917327804 0.00019882926998509526 0.00056047402774773417 0.00026941038585191686 0.00086594986359654364 -0.00079726759214622143 0.00017043939026238034 0.00034269032370870111 -0.00070575596077855748 9.4613152945685654e-05 -5.8001821112532184e-05
leaf_count=29559 20388 21518 148889 17978 3065 6902 2025 5765 3143 592 4710 765 1630 6225 6412 19385 1488 2565 8084 7692 524 566 1919 257 85 6463 565 202 7761 24809
internal_value=0 -0.0134214 -0.0178601 -0.0272183 0.023943 -0.00371248 0.0256982 -0.0363632 -0.00126918 -0.0282746 -0.0951212 -0.0635446 0.0151313 0.0173597 -0.00162049 0.0317412 0.0202068 0.00218863 -0.0823978 -0.147448 -0.0290741 0.24033 0.126577 0.0146939 0.612147 0.110548 -0.0157238 -0.0570097 0.00301864 -0.0151396
internal_count=361931 332372 310854 251671 34454 31389 24487 217217 68328 58157 28650 22885 29507 59183 27877 21465 20873 22462 22120 13694 6002 1292 4484 8426 342 10171 3708 726 52958 45197
shrinkage=0.000980392


Tree=5604
num_leaves=31
num_cat=0
split_feature=207 967 493 7 1470 76 562 1321 86 1327 83 373 984 441 967 560 59 1378 1469 1452 1294 488 831 970 454 1248 465 1024 870 154
split_gain=7.73213 15.5234 15.0505 17.2519 14.8909 15.2732 19.3247 15.0809 14.6826 17.0271 15.3374 14.2911 14.1159 14.6871 20.9451 14.0826 14.0189 15.8875 16.6102 16.354 15.7288 13.9826 15.0453 16.7669 15.8649 14.3922 14.0293 14.0219 18.4772 16.9385
threshold=-0.029151171244656309 0.17355941391713439 1.9405444828774971 -0.71315645274769046 -0.39663223394934116 0.049718304370122861 -1.5197913735984774 -1.6727143279672501 -1.2094048628054477 -0.014671014676752398 1.8267642562209692 0.86723111320004664 -0.66403542561004902 0.370910429801384 -0.81187030525132098 -0.34754179325509088 1.7621890616334766 2.3632734643313946 -0.39001902063959082 0.14410944150581126 2.2019233343356794 -0.86974458466620941 0.3388957061736263 -1.016294714894139 2.1471538414646107 -1.5969401149902545 1.113663109660475 1.3727948663943095 0.49572263838466013 -0.31537049836366537
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 12 7 -6 -7 -5 9 -9 -10 -8 -4 -14 -15 -13 -1 20 -19 -20 -18 -2 23 24 25 -23 -27 -25 29 -29
right_child=21 -3 3 4 5 6 11 8 10 -11 -12 15 13 14 -16 -17 17 18 19 -21 -22 22 -24 27 -26 26 -28 28 -30 -31
leaf_value=6.1607963903116634e-05 -0.0024819759550304393 -0.0023714845341603029 -0.0051281190508039465 0.090343769017303038 0.0025747215287361693 0.063658208904445499 -0.027137156909048762 0.072248921155525309 0.0072540365661376734 -0.0052158934030890778 -0.047931201184406552 0.089190030861024644 0.026968215530137021 0.06142136786058288 -0.014286855072655353 -0.028287383071681174 -0.0059769429636800974 -0.0064923659635318064 0.066598213719223281 -0.041563463352053825 -0.03899719092859176 -0.030205127650779276 0.0024949828582549937 7.7690002425641437e-06 -0.03046654058758912 0.0086880315346729107 -0.0075855789715779101 0.0069322315852033802 -0.015130424783488503 -0.0062111593049852653
leaf_count=119633 23314 60653 400 28 1457 34 892 87 1510 74 79 37 1073 62 305 36 6836 139 106 28 290 212 47636 79886 224 6237 999 2281 2549 4834
internal_value=0 -0.0127462 0.000999775 0.120528 0.0284363 -0.103102 -0.36448 0.196405 0.164769 0.831467 0.0889041 -0.448485 0.306392 0.409756 -0.0153546 0.686207 -0.00440005 -0.115964 0.416242 0.98688 -0.143806 0.00956136 0.0175082 -0.000217696 0.10579 0.121969 0.136752 -0.00955691 -0.102314 -0.0397819
internal_count=361931 193759 133106 6074 4234 2456 999 1778 1750 161 1589 965 1840 1440 367 73 127032 7399 273 134 7126 168172 144858 97222 7672 7448 7236 89550 9664 7115
shrinkage=0.05


Tree=5605
num_leaves=31
num_cat=0
split_feature=785 727 519 728 869 921 761 791 861 1229 1443 648 704 813 650 1317 219 645 973 566 580 518 416 288 1385 211 1145 294 1046 553
split_gain=12.3481 11.8358 11.5231 15.4656 18.9769 18.8564 32.4485 20.4808 26.2085 28.4035 19.2396 18.9858 19.2511 17.9271 17.9242 17.189 17.5007 16.6545 17 16.5454 16.2376 16.1341 16.61 16.0395 17.2339 18.0227 15.8802 15.8733 15.7743 15.5617
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.593744732512876 1.8166789435549495 -1.1956137993399691 2.1641256470006294 1.6923072129381651 1.4278669885825741 2.2590319982686431 1.0999280683389623 -0.3520936843062038 2.1059719136688364 1.0000000180025095e-35 1.0794040238867422 0.90571909922259353 -0.50339469727679276 -0.57319514928694903 -0.34654998321194436 -0.58590231404289406 0.16985015458546293 1.7490811357031759 -0.70113916377037711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 5 7 10 13 -9 11 15 12 -10 -5 17 -7 26 18 27 -6 -14 22 -16 24 -22 -26 -17 -2 -24 -11
right_child=2 -3 -4 4 19 6 -8 8 9 29 -12 -13 20 -15 21 16 -18 -19 -20 -21 23 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.4241442972529369e-05 6.4992848436291143e-05 7.5935683311535444e-05 3.5751040708419122e-05 -4.7302691268614658e-05 -6.5208498056289533e-05 1.9052588925746928e-05 0.00022174278006454324 -8.4876152624077363e-05 -0.00025835311124099581 0.00064621084846285144 -0.00014285146923661922 0.00022518497757631627 -2.9765130362531266e-05 0.00010398675553879711 2.0834087994369133e-05 0.00073023257993919707 0.0014388916412267016 9.4490161053930864e-05 -5.7444087323555194e-05 0.0001025927078780813 -0.00024533091421486287 0.00039277317928427706 0.00042593326892291408 0.00014016238221119991 0.0002441288830787665 -0.00012268938073758509 9.8661430130262269e-05 -8.3825048093615046e-05 -0.00078374635945585331 0.00019557302795752612
leaf_count=12551 15424 17008 21518 94773 82198 14267 4123 11003 2150 430 4097 2316 13658 3837 4478 225 53 7761 24809 3066 1628 857 821 8405 1455 1606 946 4964 69 1435
internal_value=0 0.0368386 -0.0120808 -0.0162441 -0.0250951 -0.0112731 0.0479531 -0.0221544 0.0214126 0.0537241 0.00786205 0.0343773 0.0162825 -0.0411728 0.0170325 0.0416549 0.296218 0.00311061 -0.0150059 -0.0581965 0.0302763 0.133736 0.0823223 0.0874653 -0.0324644 0.071341 0.23498 0.032251 0.358194 0.307663
internal_count=361931 29559 332372 310854 251671 166407 23711 142696 44086 33083 19588 31218 28902 98610 59183 15491 1224 52958 45197 85264 26752 6225 5368 13094 4689 3061 1171 20388 890 1865
shrinkage=0.000980392


Tree=5606
num_leaves=31
num_cat=0
split_feature=332 395 471 1065 977 651 1012 12 996 635 1186 401 431 604 391 1449 113 1329 346 232 507 484 572 488 140 333 915 777 678 261
split_gain=12.8527 39.7173 20.0648 24.6717 20.4067 18.9099 16.879 16.5676 17.8702 26.8644 18.5611 19.2503 16.7419 16.5711 16.2088 17.4289 20.2191 19.9669 17.1518 16.0693 17.4137 17.1096 15.9792 24.8286 16.6824 18.9624 24.7557 21.3616 19.6615 17.4586
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.4442116471105977 1.1107569744011787 1.4711245761114824 -0.59727736220901595 1.0565563832172893 1.0461461580237101 1.1148764077371582 1.0000000180025095e-35 1.8050882928612102 4.2451151569808294 1.0000000180025095e-35 1.3275098554043667 1.0000000180025095e-35 3.4211239402241866 0.37433861803435681 0.92584771804271815 1.0941628986121894 -0.53422419052845871 1.8666351478092309 0.4867292402141335 -0.48546444577241915 1.0308016862606064 -0.064539879252033958 0.43890524478253673 5.4562307876106422 1.3197782039773462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -2 7 5 6 -5 -4 13 10 11 -10 -11 19 22 16 17 -16 -18 20 21 -9 24 -24 -1 27 28 -26 -27 -28
right_child=2 -3 3 4 -6 -7 -8 8 9 12 -12 -13 -14 -15 15 -17 18 -19 -20 -21 -22 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=-0.00014822601255982858 -1.3077963491556385e-05 3.8221231603177927e-06 -2.5511272534654929e-05 -1.8659174581957745e-05 -0.00053799158949676676 -0.00025913087370042694 0.00053654705576948306 0.000212552703834085 0.00075144295893914766 -0.00043064480073476972 -0.00042244234737190959 4.1619671040199829e-05 0.0014501443340336651 -0.0010853351454982131 -0.00028031892067041127 0.00010172256020406963 -3.5274521480783971e-05 0.00082562411481233874 -0.00027603110783814227 -2.7415493661168107e-05 -5.647586312170651e-05 9.2784000197317353e-05 -2.9574820133288808e-05 0.00060515067058703213 3.6561627910673649e-05 -0.00024756791874476394 -3.1127971600802189e-05 -0.00017379596210447888 0.00057242148848330181 0.00047556721274785301
leaf_count=13913 137967 89238 10118 4923 397 1473 251 7188 154 837 346 2683 20 59 13099 2291 10950 224 4273 4249 2473 18302 1520 620 21246 5529 2397 4605 117 469
internal_value=0 -0.0265007 0.0025601 0.036852 -0.0788203 -0.0515449 0.00751816 0.0551481 0.0754261 -0.054953 0.0308043 0.0850431 -0.391833 0.092445 -0.0768473 -0.138678 -0.162993 -0.269214 -0.0921561 0.0943843 0.112851 0.129383 -0.0500152 0.191679 -0.0597188 -0.031876 -0.133099 0.0054288 -0.22609 0.0637605
internal_count=361931 170491 191440 53473 7044 6647 5174 46429 36311 4040 3183 2837 857 32271 81253 30837 28546 13323 15223 32212 27963 25490 50416 2140 48276 34363 8512 25851 5646 2866
shrinkage=0.000980392


Tree=5607
num_leaves=31
num_cat=0
split_feature=614 890 795 633 590 727 588 920 762 706 986 768 434 854 797 710 416 269 1002 651 965 921 287 1106 283 210 81 638 567 609
split_gain=13.2222 16.5772 19.4098 21.3413 23.2765 22.2598 29.8116 19.8862 19.2434 18.8594 21.7899 18.8533 18.7799 18.2908 51.522 21.1975 20.9233 19.5702 19.1656 24.2725 25.2802 23.8137 18.9373 18.7401 22.2737 18.457 18.0817 18.0065 17.0128 16.8058
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 1.7407312976543683 0.58895901036483078 1.0000000180025095e-35 2.250834115212506 -0.83967173534858641 -0.14069470999436542 1.0283154492864859 0.012041997314298827 1.8936793896627242 3.7374297967062331 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.1947165136132358 0.24204918951595961 0.69854289147193727 1.1107569744011787 1.4967165609810034 1.0000000180025095e-35 -1.3240904332894121 1.5428342503840602 -0.41066699336541324 -0.37641982178211458 0.69884460077894406 1.273276721297012 0.55154411341296539 0.98843275535716713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 5 -5 9 7 8 26 -3 28 -2 -13 14 -4 18 17 -17 21 20 -20 -15 -23 25 29 -24 -7 -19 -11 -25
right_child=1 2 13 4 -6 6 -8 -9 -10 10 -12 12 -14 15 -16 16 -18 27 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.5091290584374989e-05 -4.2107616137816855e-05 -3.8546197678729824e-05 -5.8175655798474713e-05 -0.00012529772749382976 0.00012382383913147577 -0.00011077072497810786 0.00025549726093177579 3.7393679945768952e-05 0.00031199308449557752 0.00018238452474881429 -8.927541060006163e-05 -0.00030639341873759014 0.001773216888558807 -5.0096239068371324e-05 0.00023666246897039497 -0.0001007304412523919 0.00031436053320246115 6.931087192098375e-05 -0.00010587633279662473 -0.00033325994358343185 0.00019317683320289118 -0.0002669671884085584 -7.061135300327046e-05 0.0001996682418574208 0.00039690702763007585 5.8506538849450098e-05 0.00039221774632745469 0.00048877381326870755 -1.9379774134272177e-05 -0.00031687325098346455
leaf_count=107272 23784 27038 6883 8599 2282 1362 3410 46279 2466 6919 3994 2492 23 55382 4397 3612 1286 4398 12400 2000 1439 1376 8420 748 1389 17805 439 458 3106 473
internal_value=0 -0.00192079 0.00355674 0.0261724 -0.0703274 0.037049 0.066514 0.0521181 0.195365 -0.00429333 0.06652 -0.0655356 -0.286861 -0.0160369 0.0679806 -0.025313 0.0715554 0.0303975 -0.0356665 -0.107238 -0.0738946 -0.0216426 0.0289931 0.0396968 0.215731 0.020923 0.0179876 0.114319 0.121471 0.00020584
internal_count=361931 254659 228360 105894 10881 95013 53956 50546 4267 41057 14019 26299 2515 122466 11280 111186 9754 8468 101432 15839 13839 85593 30211 28835 2610 26225 1801 4856 10025 1221
shrinkage=0.000980392


Tree=5608
num_leaves=31
num_cat=0
split_feature=785 519 713 930 848 1028 921 783 1443 762 991 852 777 609 126 1040 620 1262 56 1458 1329 841 500 1244 211 1470 1468 486 603 678
split_gain=14.9 13.7132 17.7238 22.76 20.824 20.1636 19.8254 43.9449 21.4037 22.7812 18.273 22.2182 18.0715 17.2238 16.849 19.7547 18.7076 17.8501 17.8498 16.6692 16.5872 17.5694 16.828 18.4956 16.3336 20.1216 19.5004 19.0498 18.2602 22.0777
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.92095852375103993 1.0000000180025095e-35 -0.79402034679008671 2.2685729398725978 1.0000000180025095e-35 -1.1794202161759346 0.73453660653904396 -0.64158473652130354 4.3527420364106586 1.5460827014339922 -0.49231473385671448 1.4606096942095685 -0.59857652239769721 2.7497179703115324 -0.8435253722327104 0.360274951809401 2.8970362673674974 -1.2414144632273512 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 12 14 8 9 10 19 -12 -2 -13 16 -16 17 -4 20 -8 22 -22 23 -19 -17 26 27 -26 -27 -30
right_child=1 -3 6 4 -6 -7 7 -9 -10 -11 11 13 -14 -15 15 24 -18 18 -20 -21 21 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=3.9644057986460985e-05 0.000183365685468464 3.8886180684650706e-05 -1.6908114402150562e-05 -3.0762051953902905e-05 0.00037607328368565297 0.00013975598128655761 -4.8026905376264862e-05 0.00026898288052350965 -0.00012652979454678298 0.00023627907750878009 -1.4125771501870964e-05 0.00034275549782709832 -3.1353992534658523e-05 -0.00048633446704829316 -0.00017805106915964598 6.9029370536931127e-05 1.0602110620988382e-05 -0.00014970212585915883 0.00082119849102004752 0.00024957788828578657 -0.0001025332415383407 -0.00028294436675267254 1.1504787727975783e-05 0.0017318215710739216 -0.00022720415471837397 -0.00011535597446377569 -0.00024044312947685211 2.5645670165478347e-05 -0.00026577537364272093 8.0804195245952944e-05
leaf_count=29559 2471 21518 28629 30444 623 10344 17242 3076 6926 2064 2666 1804 12022 123 5285 12847 22573 6541 79 925 50639 3814 16048 24 2607 16847 1677 44372 1672 6470
internal_value=0 -0.0132744 -0.0178156 0.0192134 -0.022512 0.071795 -0.0269267 0.0244448 -0.00313222 0.0264656 0.00362835 0.128369 0.00970661 0.29791 -0.0360802 -0.0122074 -0.0558031 -0.070134 -0.091063 -0.03123 -0.0927265 -0.117156 -0.0338566 -0.142978 -0.00500429 -0.0189515 0.008436 0.0171668 -0.0750132 0.0245302
internal_count=361931 332372 310854 55904 31067 24837 254950 34826 31750 24824 22760 4593 14493 1927 220124 91777 128347 105774 77145 18167 77066 54453 22613 6565 86492 73645 48656 46979 24989 8142
shrinkage=0.000980392


Tree=5609
num_leaves=31
num_cat=0
split_feature=785 727 728 852 1238 923 850 140 1077 735 140 150 710 1255 689 980 1470 330 555 491 934 1394 702 150 647 590 796 1224 772 1466
split_gain=13.8615 11.7335 11.3592 15.7041 21.3797 20.455 27.2749 22.1199 20.5806 17.3174 16.8788 19.8658 16.4426 15.8242 15.8082 16.6769 16.6555 16.4133 16.1061 15.7338 18.9949 15.9184 19.1325 19.6536 15.1951 34.996 15.3073 16.0816 15.6576 15.7469
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.17334222901426247 -0.86449023226567734 0.6190413382504959 1.8790564127931246 4.2406324835638474 1.356718709411544 0.056961987048755554 0.80001238754797444 1.1870562211658833 0.3710772719079331 1.0000000180025095e-35 1.7011711996532954 -1.3664195657027294 4.6982212610491674 -0.52715049943618508 -0.18953869328555326 1.49738043113866 0.77579938520900538 -0.53792894511989753 -0.49248697249442197 -0.87782724458594241 0.58895901036483078 0.38087715954262297 1.9980862990756834 -0.28708682036526079 -0.10924916476579039
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 12 8 14 -9 11 13 -5 -8 17 16 -16 19 -17 20 -7 -21 23 -23 25 26 27 -4 -28 -30
right_child=2 -3 24 4 -6 7 10 9 -10 -11 -12 -13 -14 -15 15 18 -18 -19 -20 21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-1.1715479981554855e-05 -1.7884516091122458e-05 7.8100604207516065e-05 -0.00016495844160063604 -9.9959671443595625e-05 -4.0979471141594483e-05 -0.00012537370415728315 -0.00024239036021971087 -0.00026349269965224498 -0.0010875705101304756 0.00014299604084559489 0.00059000561900845712 0.00061384286777687073 0.00037093891941550778 0.00043391049580979684 -0.00042859088327589222 0.00027620098080338338 0.00010058251632939323 -0.0017861370839760407 -0.00024220547085789293 6.9771283521562141e-06 0.00015315898136147212 -0.00055733577118212147 0.00029198545036462366 0.00021730274302151511 -4.5644283718299321e-05 0.00035519436457336599 0.00050195111275367135 0.00079642927221401324 -0.00031393949036909668 0.00032231870417439895
leaf_count=12551 158224 17008 3226 1473 22962 6928 453 2037 85 610 776 305 405 214 267 352 23336 29 1185 8889 1419 308 1874 306 93730 1384 511 157 540 387
internal_value=0 0.0392278 -0.0126177 -0.00451339 0.0221779 0.0451358 0.198749 0.0327051 0.0440051 -0.16482 0.380417 0.193095 0.0115359 -0.0149975 0.0459088 0.081707 0.0963271 -0.00127746 -0.132652 0.000955676 -0.0765103 0.0513272 0.198689 -0.14357 -0.0372192 0.0780433 -0.0383196 -0.135237 0.17207 -0.0224861
internal_count=361931 29559 332372 232437 74213 51251 3626 47625 44978 2647 1748 972 1878 667 44893 25140 23603 19753 1537 19724 8347 11377 2488 614 99935 6205 4821 3383 1438 927
shrinkage=0.000980392


Tree=5610
num_leaves=31
num_cat=0
split_feature=50 56 1470 651 1380 1323 622 289 1103 1269 1173 25 1437 140 350 1454 484 287 637 345 1311 1316 840 6 960 315 406 423 139 331
split_gain=7.91858 14.7869 13.1095 12.8175 12.8645 16.2402 14.3225 13.0432 12.9092 14.1232 14.0704 15.1045 15.05 17.1128 14.1354 13.9306 13.3586 14.4097 12.9528 12.8629 14.5631 13.6439 14.1239 12.72 12.4809 13.8387 12.9574 13.8144 12.801 12.5245
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 1.1107569744011787 0.53771263013147064 0.014534152787025139 -1.1413032342747027 -0.30929023147868612 0.64948165951478176 -0.891964189496675 -0.13294153319298341 -1.3805776792530979 0.72713696786055593 1.4932460626879227 0.21568346180662859 0.29389689997288809 1.0216563901331133 1.2685865278820585 -1.0068613789604581 0.34099072378966194 -0.74086281559006284 -0.22939056551010054 1.1372128283590828 -0.783114624132495 1.0000000180025095e-35 0.27512591321013768 1.0000000180025095e-35 -0.8651260694673929 0.40251655427883676 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 -4 8 6 7 -6 10 -10 16 -12 -13 14 15 -14 18 -18 -5 23 -21 -22 -23 -20 -1 26 27 -26 -29 -28
right_child=-2 -3 3 4 5 -7 -8 -9 9 -11 11 12 13 -15 -16 -17 17 -19 19 20 21 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=-0.00062315831494541205 0.00033404378597635254 7.5891938797539052e-05 -0.0038527110969888544 0.036257148832451007 -0.033033431670812081 0.023171962377158791 -0.0051262093313429449 0.10762582302555518 -0.056499825772096474 -0.0086983643007837938 0.078935890788860152 -0.014628171137145355 -0.039107253833137068 0.069102967797928155 0.02411587875385875 0.043058048874269408 0.024911008108598982 0.11310977358119866 -0.040260633270452373 0.058897124651141636 -0.031125961094727379 0.0090273858765717915 0.095794422846082417 -0.00075429888870984306 0.00074285222638211109 -0.0018009318189047057 -0.027301052087319057 0.046403135772706203 -0.011540980465131098 0.029914762238507649
leaf_count=3096 197382 90457 63589 169 25 690 808 28 142 894 33 1254 146 43 150 31 272 25 204 88 107 143 23 661 149 627 154 387 70 84
internal_value=0 -0.0162984 -0.0493193 -0.0619863 0.044995 0.227847 -0.0215328 1.29541 -0.0266742 -0.280573 0.0454202 -0.112965 -0.145139 0.229723 0.0365326 -0.445128 0.207155 0.699368 0.107289 0.0144959 0.36919 0.101397 0.474499 -0.170129 0.0681713 0.248726 0.432363 0.59369 0.789962 -0.0668394
internal_count=361931 164549 74092 69525 5936 1551 861 53 4385 1036 3349 1657 1624 370 327 177 1692 297 1395 1226 361 273 166 865 4567 1471 844 606 457 238
shrinkage=0.05


Tree=5611
num_leaves=31
num_cat=0
split_feature=785 728 21 1468 1431 1459 1459 1459 1451 1458 1460 1425 1461 1458 1467 1458 1458 414 1469 1451 940 1185 1464 1469 700 80 884 1452 967 1382
split_gain=7.94042 9.66618 9.28315 13.9232 20.5303 19.6459 26.7655 35.6266 18.8968 19.2288 16.8747 24.2308 23.2709 23.5359 22.183 19.3056 19.1306 25.6011 17.0804 20.2768 16.9005 19.4531 16.5798 16.2815 22.1202 21.2275 19.1106 17.9304 19.963 18.0428
threshold=-0.86283290253235112 -0.90320472132347296 -0.70163543588998201 2.4634311514058238 1.8641952677858011 1.8518021530231394 -0.088205869773288079 -0.05064362051825478 -0.23775761948138005 1.0000000180025095e-35 0.099810043912261961 -0.49854827941355384 3.8316248741925851 0.54981579158566052 3.2089320700182484 0.53458290393564356 0.75803698021777388 -0.5473109994312727 1.171815316512917 0.88359250333053418 1.0000000180025095e-35 0.2459155179693974 1.1235102970770516 -1.1965077841566287 0.058084126479709751 -0.39437394566375 0.66905551989196432 -0.76841635434299438 -0.5616024400656815 -0.26747978562192681
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 8 -8 -5 -10 12 -12 13 14 15 23 17 -15 19 20 -18 -22 -21 25 26 -2 27 28 -25 -29
right_child=2 -3 -4 4 -6 -7 7 -9 9 -11 11 -13 -14 16 -16 -17 18 -19 -20 22 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0047454321606898381 -0.0067072706384074436 0.002335509372444756 -0.00067024071338330448 0.015707204878686151 -0.033098824437516321 -0.016743108617283644 0.051841408511413223 0.012166555547471685 -0.029906387158867231 0.0022614301849463113 -0.0022937915716766274 0.00609834524522751 0.022113061115276885 0.02650598808704533 0.024462886740025207 -0.033871742827639099 -0.0060237444139932218 0.0035945929642037474 0.02410110367771956 0.0027304420212885534 -8.753609318242774e-05 0.030746552861994937 0.023115240273218905 0.017904463188807184 -0.00037279056422581035 0.011102945772548802 0.0010045815549961756 -0.015644037145736919 -0.0074307705970140794 -0.0061560043422515037
leaf_count=3254 1445 26305 241364 494 311 378 265 2617 514 587 8517 13789 521 1127 381 408 6347 2197 416 1870 1473 426 630 799 22337 2121 3781 7626 1518 8113
internal_value=0 0.0333361 -0.00602206 0.0161683 0.134326 0.162001 0.205919 0.338529 -0.0380835 -0.222278 0.00783834 0.06403 -0.0148872 -0.0202973 -0.0503404 -0.0563379 0.0639478 0.23026 0.0168913 -0.0023816 -0.0654562 0.162711 0.173329 -0.0517529 -0.0687563 0.0905357 -0.128785 -0.17105 0.0455803 -0.20604
internal_count=361931 29559 332372 91008 5166 4855 4477 2882 1595 1101 85842 22306 63536 63015 48529 48148 14486 3324 11162 10746 8246 1899 2500 47740 44174 3566 21837 18056 2317 15739
shrinkage=0.05


Tree=5612
num_leaves=31
num_cat=0
split_feature=288 499 1097 1456 665 633 472 206 201 1467 532 1442 1459 1470 1193 213 1302 1044 771 768 1322 1190 1298 1394 839 426 1108 1025 1177 291
split_gain=7.8618 18.5506 17.0198 16.2841 18.818 18.2647 20.9634 18.7491 17.6405 17.4453 17.18 17.1258 17.6286 19.3712 16.1093 16.0854 15.96 15.5274 15.7565 15.3482 18.2411 19.3956 17.4299 17.35 15.4176 17.8322 16.7183 16.5627 18.0972 20.5998
threshold=-0.25705749870285982 -0.13609051122181101 -1.2571877020351898 3.5267996248326976 0.85652824257920523 -0.47596545728425127 1.0000000180025095e-35 -1.1445139169669256 0.50063373016292734 0.78139565053790361 2.5111138481842983 0.536157752097289 -0.13718307876099847 0.40758165091932236 1.3479670591186661 -1.2382341432559529 1.0000000180025095e-35 0.33174621758252948 1.0566051976490931 -0.5830145028969872 1.1374515335907904 1.7478490615746749 0.60955665694886108 2.0955484383825578 -0.34072060523297426 2.5654394019781868 -0.74060091538038575 1.0000000180025095e-35 0.17102175098149328 0.24698594816010441
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 19 10 5 7 11 -5 -8 -6 15 -7 13 -13 -3 -4 -1 18 -12 -2 21 24 23 -23 26 27 -21 -26 29 -29
right_child=2 14 3 4 9 6 8 -9 -10 -11 17 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00095867338910151615 0.0019718260316770328 -0.0016099126988193338 -0.0080715991955728466 -0.02571040335080348 0.036024363896265336 -0.0069370928175885973 -0.022020525615500202 0.030066023169758441 0.047536828537790503 -0.012350692928762301 -0.023730558311979382 0.049340016111308622 0.0059871956983335532 -0.064680701371958457 -0.0080424351612080058 0.00094779863964573408 -0.0039501853845882139 0.0074445409483888106 0.018064809797860706 -0.02178094641280922 -0.015558799768415919 -0.028080830881482728 0.0086040479166497839 0.072848856805300247 0.008291462780855921 -0.040209752628110232 -0.0038453941899380694 0.01250970069191637 -0.010507858770980271 -0.01037945184199489
leaf_count=86171 8432 71498 3434 97 402 561 658 477 45 121 1239 218 458 20 7502 143363 14687 499 141 1158 2546 1677 310 23 3747 200 6391 1753 3077 1026
internal_value=0 -0.0143257 0.00819135 0.0168039 0.173619 0.0926595 -0.00792482 0.436395 -0.336353 0.532652 0.0132185 0.148258 0.363703 0.820448 -0.0428947 0.0157162 0.00796078 -0.2297 -0.372021 -0.0514271 -0.0917988 -0.0630957 -0.351865 -0.507875 -0.0368764 0.0268452 -0.139902 0.0416333 -0.0519098 0.0887243
internal_count=361931 179858 182073 151733 3057 2534 1960 574 703 523 148676 1257 696 238 79000 146797 100858 1879 1380 30340 21908 19362 2010 1700 17352 9803 7549 9603 5856 2779
shrinkage=0.05


Tree=5613
num_leaves=31
num_cat=0
split_feature=728 813 1431 44 1376 1458 843 928 138 734 1391 1020 958 865 910 1430 903 639 563 1324 970 565 495 774 858 224 693 1045 348 1444
split_gain=13.8883 13.9931 13.3 13.2127 13.5769 13.1313 14.6427 15.4286 15.3614 14.4106 14.7808 14.7582 16.3809 16.7266 14.773 14.4983 14.2441 13.8592 16.9358 13.7444 14.6796 13.1978 15.1561 13.1231 26.9266 22.2373 15.7562 19.8423 15.716 16.0532
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0099929608726099 4.0886425239914255 -0.68664781277246278 -0.22542553696720377 2.1804652404920906 -0.52992354128753727 -1.265282512584317 0.85494804639094091 -0.29864732328624372 1.3028993738884604 1.313041538630376 1.4787886395868426 -1.0789151411743514 1.4660437873930479 -0.70876858205599802 -0.32350068780875491 -0.57582019265257578 -0.72741113327766571 1.3746211730677622 -0.39630165670556822 -0.4219864073067276 1.2523574629661887 1.0000000180025095e-35 -0.78490323608926604 -0.99938054744754234 -0.075841810067423812 0.36649919417277432 2.8016267991001516
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 7 8 -4 11 -11 -9 13 14 -13 21 -17 -10 -19 -7 -21 22 -12 26 25 -25 27 -3 -27 -30
right_child=1 23 5 4 -6 19 -8 9 17 10 15 12 -14 -15 -16 16 -18 18 -20 20 -22 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=5.9646542698952163e-06 -7.3453971508032824e-05 0.00020981651614033375 -0.00049364748278252798 0.0012663187379867687 -0.00020737997954222134 -0.00010946050777924817 0.00036880146486274452 -0.00021148045319632186 0.00018528028061317011 -0.00019442569202584746 -4.0715710095016959e-05 -0.00091908351758113833 0.0015937585521016556 -0.0010467299782911238 0.00028210606710262702 -0.00040412811243421544 0.0015944732772261217 -0.00047641509827998799 1.9570971778743793e-05 6.9345947084309626e-05 -0.00021655812443754712 -5.8316689725979484e-05 0.0009752504516947326 -0.00013525541396405369 -0.0001226030923729527 0.00017794836666137209 -3.7338018781079252e-05 -9.3050082728604835e-05 0.00047657369974875194 0.0021885011490071059
leaf_count=215094 46947 3712 434 61 62 5778 351 11305 2172 939 166 69 31 73 530 23 47 652 2089 10911 1368 646 163 912 2216 2384 49007 2803 954 32
internal_value=0 -0.0343664 -0.000292796 -0.0719718 0.658697 -0.0450341 -0.0921199 -0.102776 0.0102955 -0.150336 0.0373934 -0.188346 0.132788 0.0495778 0.169437 0.221803 1.08644 0.0454904 -0.0759972 0.0029224 0.0445618 0.133913 0.527967 -0.011242 0.0924167 0.206223 -0.0239474 0.101613 0.296686 0.53795
internal_count=361931 109090 252841 47070 123 37747 19690 19339 5347 13992 1984 12008 703 672 599 1045 70 4913 2741 18057 12279 975 329 62020 6498 4282 55522 6515 3370 986
shrinkage=0.000980392


Tree=5614
num_leaves=31
num_cat=0
split_feature=1430 1367 1370 1211 363 1173 6 967 457 687 278 283 345 1154 815 1435 4 21 1469 1463 189 759 1459 747 1465 1455 769 703 1450 1465
split_gain=7.89201 18.8877 14.8317 16.751 16.3108 17.7341 15.7348 16.4732 15.437 16.743 15.3768 14.905 14.0198 13.4514 14.9534 14.0475 14.0017 15.5042 20.428 17.2639 30.4579 22.0035 17.1005 16.9788 16.5183 16.1083 20.8141 17.2044 18.0966 15.7274
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.7737799021787686 -0.66207663790541404 -0.090347551134006623 1.5786832109474647 -0.76337448478377923 0.45902119764450444 1.0000000180025095e-35 -0.36187447753546881 -0.11599161452799854 1.4600714262453625 -0.46826619327836533 1.0000000180025095e-35 1.0000000180025095e-35 3.1201106100929485 0.17098613676974175 -0.89074317784588486 -0.4647667596972675 0.94170239728407068 1.0000000180025095e-35 1.5290971443840038 -0.17903548000207106 5.463800022901057 0.14486519861544186 0.55756586538399933 -0.80044662199892658 1.2527926291041005 0.68774535640845547 -0.34934968739461808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 8 10 7 -5 -4 -10 11 -6 -11 14 16 -16 17 24 25 23 -21 22 -22 -20 -1 27 -27 28 -19 -30
right_child=-2 -3 3 6 5 -7 -8 -9 9 12 -12 -13 -14 -15 15 -17 -18 18 19 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.023781810310750339 0.00035050521396933713 0.00025270958183068302 -0.02361809048242712 0.014236187842377469 0.083689221408259698 0.20141227059074074 -0.019815149039534369 -0.041063496419765574 -0.062010016920297575 0.22258825593085332 -0.0061235386161559088 -0.056383320973507123 0.045892741649568858 0.0025688054396738593 0.0002526732089378029 -0.030328522679984506 -0.0087816801708848619 -0.0021358697117848514 -0.0077927670271219444 -0.0039327356755063225 0.0017755134871228957 0.15952982008687044 0.070609052428097646 0.054611947294780729 0.00076757115576677154 0.031629162986206168 0.004587910156689458 -0.018407980145863194 0.031248511379754901 0.0032093909685313119
leaf_count=2081 197825 89389 381 834 162 22 3690 274 34 20 207 56 29 8146 17119 247 15496 5423 13286 745 161 34 107 49 1254 536 1984 981 566 793
internal_value=0 -0.0158878 -0.0513071 -0.219576 0.217737 0.744065 -0.296749 0.0778824 -0.198502 1.15736 0.579825 1.27908 2.15698 -0.0419911 -0.0580611 -0.00274811 -0.0934061 -0.0569175 -0.035357 -0.11373 0.226131 0.958697 0.712723 -0.146241 -0.27939 0.0530974 0.230932 -0.0123352 0.0354432 0.294953
internal_count=361931 164106 74717 5709 911 447 4798 1108 464 83 425 218 49 69008 60862 17366 43496 28000 24665 14382 1047 302 268 13335 3335 10283 2520 7763 6782 1359
shrinkage=0.05


Tree=5615
num_leaves=31
num_cat=0
split_feature=785 519 713 930 848 476 1089 734 1384 921 783 1443 762 991 852 609 1458 791 746 809 289 1437 651 222 493 1190 305 578 1311 854
split_gain=11.675 10.6566 16.1339 21.3725 20.4598 18.801 20.8915 22.6963 22.2451 18.1754 41.2977 20.8007 22.2527 17.9028 21.9989 17.2017 16.5605 16.2846 28.1959 23.7171 21.1532 19.7198 19.4688 18.5906 16.9432 16.9216 18.0309 16.892 16.4925 16.2894
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 0.52296557744356353 1.0000000180025095e-35 1.0000000180025095e-35 -1.1212721884271903 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.92095852375103993 1.0000000180025095e-35 2.2685729398725978 1.5460827014339922 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 2.014354030516309 2.0435551016551368 -0.92372121866922929 0.83417411455051516 1.1070026357714988 0.57036434823577087 -0.87473648844905705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 17 11 12 13 16 -15 -16 -11 29 19 20 -19 27 23 24 -22 26 -26 -21 -29 -4
right_child=1 -3 9 4 -6 6 7 8 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 21 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=3.5698965903068801e-05 1.5614958426461391e-05 3.482099535981363e-05 3.646294006035032e-05 -2.8563041887570419e-05 0.00037481612566029628 1.7121068145721653e-06 7.2791424728223323e-05 -0.00038885229128888735 0.0003763914228717082 -4.6176225031681501e-05 0.00026264800342300356 -0.00012328117882039297 0.00023525539851469579 -1.3223971758601447e-05 0.00034243475045744767 -0.00048705114288481342 0.00025070119429986259 -0.00028072899927227441 0.00010057583569835564 -1.5035463387172822e-05 -0.00010816796389922798 0.00023560608587596475 0.00028976149998074071 0.00027707131102153843 0.00052860212023676041 8.8979254818904045e-05 0.0025420025165533641 9.7911456522216275e-05 0.00063329459117862381 -5.3665540137479396e-05
leaf_count=29559 15400 21518 11008 30444 623 3481 2808 200 2948 17242 3076 6926 2064 2666 1804 123 925 5860 10309 26230 20810 1632 775 829 106 636 30 1560 421 139918
internal_value=0 -0.0112061 -0.015214 0.0201429 -0.0203326 0.0711318 0.145447 0.219877 0.340992 -0.0239205 0.0253184 -0.00143867 0.0277619 0.00516309 0.128754 0.297587 -0.0293776 -0.0326977 -0.000595654 -0.0255444 -0.0898552 0.0162672 -0.0588761 -0.0771746 -0.0952764 0.318828 1.09706 -0.000199162 0.223923 -0.04691
internal_count=361931 332372 310854 55904 31067 24837 9437 5956 3148 254950 34826 31750 24824 22760 4593 1927 18167 220124 69198 58889 29046 29843 23186 22411 21582 772 136 28211 1981 150926
shrinkage=0.000980392


Tree=5616
num_leaves=31
num_cat=0
split_feature=21 1449 900 1035 1437 1178 1191 1193 1329 857 1173 1390 967 1469 984 212 492 12 293 1097 632 909 761 555 690 779 82 1037 1251 1110
split_gain=7.95315 10.8636 13.5537 11.2888 11.1689 10.3699 9.93738 8.77201 8.3054 16.9593 15.5862 16.7409 15.7405 14.7324 14.7429 15.6918 16.0555 15.5734 15.8417 16.5789 16.474 15.5005 14.0739 14.0702 13.9425 15.9667 15.7051 17.0578 15.1681 16.4643
threshold=-3.9164670491403295 0.74561756370782817 -0.96113457146759884 -0.11049815927367827 1.0000000180025095e-35 0.14434821570980019 -0.93175966142138666 1.6622649550834538 0.7010378143867354 1.0000000180025095e-35 0.1202248276766648 1.8850240248041248 1.1237952145438592 0.79414252969518218 0.2208430286580865 0.50562248682484345 -1.1355880856005722 -0.71685001561549067 1.7146093219977956 -0.34591097486072769 0.13264944672935547 0.17408879225757606 -0.6576110503522139 2.5566708190731142 0.43632521228938231 2.9373225123756295 0.50092747786107761 -1.438176449969174 0.10861204319440611 -0.38639195536069676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -3 -8 -2 10 11 23 22 -11 15 16 -15 18 20 -20 -16 -18 -13 -10 25 26 28 -28 -12 -30
right_child=8 4 3 -5 5 -7 7 -9 9 13 24 12 -14 14 17 -17 21 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.086913972241390233 9.5757402358489257e-05 -0.030803718696267829 0.033741937535230214 -0.038782825206700816 -0.046301106410927967 0.030948654485467242 0.046326312014574822 -0.028284306166503594 -0.003097893710925342 -0.0059144173308610729 0.006940188600822338 0.04621431680905258 -0.029672834536562318 -0.023025104322042446 -0.02924052966436997 -0.010866816037044844 0.0077018127404371167 -0.017685233190807597 0.16380583311700483 -0.01712786433305134 0.03182328160425868 0.030732554339938774 0.010045261464184146 0.029946928226907504 -0.0023883412062486397 0.038614414585934162 -0.050357704640042848 0.014853645589137958 0.010358992749308574 -0.012513207563715711
leaf_count=24 302743 36 72 53 58 44 285 24 19635 20184 3412 220 147 252 233 699 1672 1237 28 21 193 670 587 193 3994 216 98 2304 755 1842
internal_value=0 0.27451 -0.268525 0.0708021 0.467605 -0.232328 0.676391 0.807001 -0.00278526 -0.0312075 0.00356922 -0.0394854 0.285737 -0.0864841 0.049479 0.147486 0.242105 -0.183427 0.294694 1.91388 0.0999334 0.305412 0.404287 -0.055113 0.0704193 0.126029 0.108903 0.26639 0.0379444 -0.117281
internal_count=361931 596 149 125 447 102 345 309 361335 58592 33403 20782 954 25189 5005 3293 2594 1712 475 49 426 2342 807 19828 12621 8627 8411 2402 6009 2597
shrinkage=0.05


Tree=5617
num_leaves=31
num_cat=0
split_feature=728 785 852 1238 923 850 140 1077 735 710 140 150 968 710 1255 727 707 362 486 1386 1248 843 900 836 637 898 906 16 771 1326
split_gain=16.6321 13.5211 15.8606 21.3178 20.7312 28.1845 22.2243 20.5371 17.475 16.7559 16.7172 19.6534 16.1162 16.922 15.703 15.4688 15.3031 16.3812 15.926 15.5455 15.4311 15.3881 15.2898 18.4781 15.2106 16.6145 15.2726 14.9894 14.5385 16.5142
threshold=1.0000000180025095e-35 -0.86283290253235112 1.0000000180025095e-35 0.17334222901426247 -0.86449023226567734 0.6190413382504959 1.8790564127931246 4.2406324835638474 1.356718709411544 1.1870562211658833 0.056961987048755554 0.80001238754797444 2.0084989127880917 1.6693584243736712 0.3710772719079331 1.0000000180025095e-35 0.70951313476084088 -0.57309931683719217 1.034585859977903 -1.1241251319518577 -0.96647331902917466 -0.50153912214353535 0.14961387609829899 -0.20559540329385809 1.4943574423382835 -0.25462090988376379 0.20329953201512105 -0.84278690126780942 -0.045171476513559551 1.789853624217314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 4 5 9 7 12 -8 24 11 14 16 -14 -7 -1 17 19 -18 -6 -20 -22 23 -23 25 -4 -27 -5 -29 -30
right_child=-2 2 3 27 6 10 8 -9 -10 -11 -12 -13 13 -15 -16 -17 18 -19 20 -21 21 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-9.2728022018820534e-05 -3.6136931156939431e-05 -1.8037896125119571e-05 -0.00035918119287547907 -0.00016696295931823302 -0.00037455699453191251 -0.00023569013677560095 -0.00026433802117589202 -0.0010855815172565522 0.00014396594979193176 0.00037236890574246875 0.00059261438110207892 0.00061587261598596086 0.00027857275467135773 -0.00021668022175740938 0.00043783270582655517 8.3519350585997161e-05 -0.000110461238164616 8.5896211021715122e-05 -0.00072587445191771391 5.3103826213760652e-06 0.00086660596387465435 -0.001065829034436786 0.00034771656936032698 6.504469301028228e-05 0.00059647219524128377 0.00035010621044108078 -0.00053302283032381466 3.8385063563045939e-05 -0.00013170319055290735 0.00037979330130489126
leaf_count=3396 109090 158224 844 4765 589 453 2037 85 610 405 776 305 2145 380 214 17008 5660 23295 91 11719 137 108 508 261 121 380 128 11725 6139 333
internal_value=0 0.000419043 -0.00460803 0.0222028 0.0451127 0.199682 0.0326053 0.0439241 -0.165312 0.00947772 0.384271 0.197916 0.0458252 0.212616 -0.00909114 0.0580925 0.0355114 0.0532686 -0.0621652 -0.0106171 0.170169 0.240094 0.133904 -0.224563 -0.10496 -0.175557 0.141267 -0.0416607 -0.0113706 -0.103788
internal_count=361931 252841 232437 74213 51251 3626 47625 44978 2647 1878 1748 972 44893 2525 667 20404 42368 35603 6765 12308 1105 1014 877 369 1473 1352 508 22962 18197 6472
shrinkage=0.000980392


Tree=5618
num_leaves=31
num_cat=0
split_feature=728 1470 424 1111 355 429 16 1382 511 583 1177 352 774 563 498 1325 704 917 911 637 420 858 1114 776 1174 443 426 914 830 1321
split_gain=7.91037 11.1849 11.8595 11.4724 12.6588 14.4326 13.7215 13.1909 12.832 12.2621 12.3344 12.2039 16.5419 11.7792 11.7317 17.5037 11.4771 11.4008 11.3822 11.3619 15.0982 16.6021 17.5375 16.207 15.1095 18.8337 17.5767 14.9145 16.1723 16.687
threshold=1.0000000180025095e-35 -1.3782462404802098 -0.65175142424391919 2.3727033970874669 -0.29790755827186671 2.1322335752927102 1.1051908511735136 0.63067725214974923 1.3983252645387927 -0.55326332990463356 1.5887113272012112 -0.41794884154078887 -0.45727985055795417 0.26748855398698046 -1.1771658061996872 0.022866064468283546 0.17478830176731383 -0.33000267140644607 0.87907686777168748 1.294906803570927 -0.88052848394032801 1.0000000180025095e-35 2.5478550704504253 0.82952748432402201 0.79008367830574211 1.3036805015318285 0.53443118681422963 -0.10267782891026174 0.34945377908047842 -0.40737891955368133
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 19 14 6 7 8 9 -6 11 12 -11 17 15 18 -13 -12 -5 -3 23 -22 24 -21 27 26 -26 28 29 -23
right_child=1 3 -4 4 5 -7 -8 -9 -10 10 13 16 -14 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00021362878867417666 -0.022597745986725228 -0.00049072223734790172 0.070291181709677533 0.045127548972477866 -0.027679540132551684 0.090703207229077973 0.030208002634185778 -0.041070110024511206 0.079305189321072167 0.080848811451898345 0.087746033197373938 0.0043447446519651019 -0.01675310296234879 0.13985354496968896 -0.027973426213754024 -0.060494927018279521 -0.041113046498241608 -0.061995594043466655 -0.060892735045829684 -0.02425556909194752 0.0016585371218072612 -0.014224157129819044 0.063774364256008922 0.0098662276990028799 -0.016409839351894502 0.078101008793453525 0.046233089530328841 -0.026306352188307791 -0.023412049746961695 0.020147255581507137
leaf_count=252841 24 95831 47 139 365 27 193 237 39 47 20 320 62 20 1024 72 196 43 29 1455 5322 418 38 416 323 61 97 1229 553 443
internal_value=0 -0.0215564 0.817349 -0.0223931 -0.204339 -0.0337932 -0.0747675 -0.183145 -0.0546286 -0.113055 0.102288 -0.0196044 0.717425 1.26783 -0.423184 0.156304 -0.230273 0.330751 0.609277 -0.0184321 -0.103059 -0.0600822 -0.205506 -0.347047 -0.230263 0.210822 0.00171621 -0.303076 -0.137484 0.0734998
internal_count=361931 109090 71 109019 2833 1569 1542 1349 1112 1073 708 625 109 83 1264 240 516 63 168 106186 10355 8484 3162 1871 3124 481 420 2643 1414 861
shrinkage=0.05


Tree=5619
num_leaves=31
num_cat=0
split_feature=785 885 1457 1377 1002 988 566 718 930 545 1218 1148 608 790 1185 892 428 694 513 406 1386 979 1390 499 1117 488 4 737 1062 365
split_gain=13.8905 12.171 16.474 16.288 15.8615 18.8202 15.3329 15.1807 30.8548 23.5148 21.3998 21.1649 21.3659 30.1934 20.9953 21.1985 20.9813 19.5824 19.1802 19.1399 18.7229 19.677 19.7898 21.0242 20.8445 19.6767 18.1488 17.9997 17.9373 17.7464
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.0606629817441902 -0.32459312438081372 -1.3820670939764912 2.4597361361669212 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 3.9048232315577729 3.073785392405322 0.66665475971017707 1.8618223311409718 -0.70607139715668366 3.2157419873176414 -1.0536737419441657 0.75024505646995632 1.0454229551509682 1.3204840876176156 0.37625148072740094 1.0512052939106304 -0.97986167291695836 0.14872693232370457 1.0007360560485064 0.20263000255482863 1.4788446849640484 1.4683293454868511 0.40371806048386877 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 5 -5 -6 10 9 17 11 12 20 -14 -11 16 -16 -9 19 -10 21 22 -2 24 -24 26 27 -25 -15 -29
right_child=1 2 -4 4 6 -7 -8 8 18 14 -12 -13 13 28 15 -17 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28 29 -30 -31
leaf_value=3.7308363694133155e-05 7.043994915200605e-05 -6.3334346281005308e-05 0.00040660726095027112 -0.00040839769174254656 -1.3557487063727001e-05 6.3353359388573807e-05 0.00022457919578619656 0.00024913519289875593 -6.9740271824338259e-05 -1.3294184487855382e-05 0.00028337420039144424 0.00018544891756609245 -1.5617206547648108e-05 0.00025925111250394084 -0.00024888381904882484 -0.00011361602617077856 0.00030660273856484552 -2.7673237583104327e-05 -0.00020202399483057424 7.0696521395295119e-05 -9.928123066779552e-05 -0.00012094396000268357 1.7852973065292338e-05 -4.2180942606868461e-05 -0.00013091864318899308 -0.00017732629570888574 -0.00036105882684129089 0.000467298015982598 -0.00010657077256436306 -0.0002392833558079321
leaf_count=29559 12246 17071 426 572 47906 30336 1120 1484 13992 2657 909 2047 33344 3103 376 924 4759 11777 3109 8562 45292 14521 40273 14907 6857 10515 1447 723 804 313
internal_value=0 -0.0138413 0.00697429 0.00482738 0.0173598 0.0579916 -0.00725819 -0.0240974 0.0130246 0.077759 -0.0348048 -0.037034 -0.0402123 0.00704932 0.163291 0.230234 0.277842 0.00826531 -0.0427223 -0.0171616 -0.055784 -0.0369332 -0.0221866 -0.038144 -0.00473498 -0.0939576 -0.0403346 -0.0191392 0.189675 0.288135
internal_count=361931 332372 97431 97005 79934 30908 49026 234941 47640 21977 187301 186392 184345 37251 8716 6059 5135 13261 25663 22554 147094 101802 87281 75035 47130 27905 17390 15943 3907 1036
shrinkage=0.000980392


Tree=5620
num_leaves=31
num_cat=0
split_feature=785 519 713 650 645 659 921 783 1443 762 991 852 609 518 1458 791 746 809 289 1437 651 222 493 1190 305 578 854 797 84 797
split_gain=11.8258 12.2471 16.3293 21.1937 20.2079 18.7368 17.6683 40.8615 20.3084 21.9001 17.6413 21.6964 17.1314 16.6985 16.5813 15.8866 28.482 23.647 21.3391 19.8002 19.4669 18.6347 16.8979 16.9536 17.9775 16.6904 16.5523 67.2574 18.4873 16.7518
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.6923072129381651 0.66777575187080795 2.2359170208873898 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.92095852375103993 1.0000000180025095e-35 2.2685729398725978 1.0794040238867422 1.5460827014339922 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 2.014354030516309 2.0435551016551368 -0.92372121866922929 0.83417411455051516 1.1070026357714988 -0.87473648844905705 0.63961785378869596 -0.010139945829889745 0.63961785378869596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 15 8 9 10 14 -12 -13 -5 -8 26 17 18 -17 25 21 22 -20 24 -24 -19 27 28 -4 -28
right_child=1 -3 6 13 -6 -7 7 -9 -10 -11 11 12 -14 -15 -16 16 -18 19 20 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=3.4529651014703925e-05 -3.5008149875007147e-05 3.6649543737338318e-05 -0.00023135747088692777 9.2386817433512283e-05 9.1299937558298014e-05 0.00015489561752732401 -4.8367770364900959e-05 0.00025898080938624549 -0.00012410706145639551 0.00023098219519178249 -1.5548100750966852e-05 0.00033788438781776764 -0.00048946978276720433 0.00041500301705619819 0.00024860038658327816 -0.00028335400087436659 9.8990505990289299e-05 -1.7204546814188886e-05 -0.00011003049018508449 0.00023375955658380343 0.00028764218458057642 0.00027544737077265559 0.0005266632375289193 8.625567740191636e-05 0.0025348619590793591 0.00021577935853720764 -3.9819390698326284e-05 0.00025810103473816325 3.4577614314196914e-06 -0.00010141295719513415
leaf_count=29559 37313 21518 3481 5128 9620 3017 17242 3076 6926 2064 2666 1804 123 826 925 5860 10309 26230 20810 1632 775 829 106 636 30 1981 103959 3676 3851 35959
internal_value=0 -0.0126843 -0.0169791 0.0185747 0.00282901 -0.0213795 -0.0257347 0.0227989 -0.00379353 0.0250466 0.00264892 0.125317 0.293018 0.14843 -0.031614 -0.0343836 -0.00269512 -0.0277522 -0.0919187 0.013981 -0.0608078 -0.079094 -0.0972031 0.316018 1.0946 -0.00250604 -0.048417 0.0363252 -0.104225 -0.0563059
internal_count=361931 332372 310854 55904 49950 40330 254950 34826 31750 24824 22760 4593 1927 5954 18167 220124 69198 58889 29046 29843 23186 22411 21582 772 136 28211 150926 11008 7332 139918
shrinkage=0.000980392


Tree=5621
num_leaves=31
num_cat=0
split_feature=785 181 49 745 1286 920 727 1450 1450 708 813 1463 1080 1465 1039 954 417 2 7 628 562 750 718 508 608 792 1298 656 645 219
split_gain=15.7548 14.0249 15.3145 18.2937 14.7866 22.2293 26.9017 18.6685 19.788 15.7648 15.5434 16.9566 19.9901 18.3006 18.3638 19.8085 17.3774 16.6456 19.4216 16.0138 15.8831 15.5192 15.2987 27.2799 23.3069 33.5844 21.717 26.8272 20.2503 20.2302
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1349154245379338 1.0191313245711819 0.78161905918100072 -0.83967173534858641 -1.5722412400100421 0.88343564287383192 0.87081989481316024 0.36556237331614821 1.304868341751126 -0.043407658172389896 1.0000000180025095e-35 -0.42939987921162187 1.5388243199348224 2.2664990475867119 -1.6231426026826592 -0.23776480930630486 -0.024945614378567921 2.2262810358521508 -0.6299880233142664 3.5597954673193617 1.7690287660176487 0.93928964529742032 0.66665475971017707 -0.87246257202899724 1.0000000180025095e-35 1.0000000180025095e-35 1.0999280683389623 -0.18237313900377136
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 9 8 22 -6 11 13 16 21 15 -15 -13 -14 -19 -18 -12 -7 24 28 -2 -26 29 -28 -24 -27
right_child=1 -3 3 -5 5 10 -8 -9 -10 -11 20 12 17 14 -16 -17 19 18 -20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=3.8620557582172416e-05 -4.7494752237061381e-05 -4.9700903928190025e-05 -3.6574164829249519e-05 -0.00021116963056586142 -0.0011175170710207355 7.2060680860440833e-05 0.00025056529948261656 4.5642024286134357e-05 -0.00060481576468151871 -0.0001077998226411542 9.2580186577791138e-05 -0.00052702147301061356 2.9343603797494828e-05 -2.6931793142289469e-05 -0.00039107331415786381 -0.00053864303871223253 6.2833089395025616e-05 0.00018953288470825559 0.00058632792904303953 -0.00045542871425486388 -0.00029606034347893909 -0.0011316731485544048 -3.704615040441328e-05 0.00018240535249109774 0.00015103559236471822 -3.0144974033793724e-05 3.6710554292803299e-05 -0.00012301645579425907 0.00017225284867664815 0.00027760222119068074
leaf_count=29559 107631 69820 29645 4391 95 9245 3562 24080 326 389 720 360 1496 11917 935 376 10078 1728 757 378 1410 104 16487 4410 6912 1962 8870 9902 2547 1839
internal_value=0 -0.015813 -0.00877443 -0.0593871 -0.0024086 0.0345857 0.189086 -0.0118752 -0.0213788 -0.292404 0.0178612 0.0288942 0.0869815 -0.0109974 -0.0654933 -0.0438588 0.034615 0.215107 0.319098 0.0489749 -0.163626 0.0664091 -0.0202297 0.0335077 -0.0300943 0.0219936 -0.0180395 -0.0480946 -0.00644406 0.13019
internal_count=361931 332372 262552 34036 228516 43550 4046 184966 160886 484 39504 37374 14797 22577 13228 12293 10816 3981 2485 10456 2130 9349 160560 23444 137116 29485 22573 18772 19034 3801
shrinkage=0.000980392


Tree=5622
num_leaves=31
num_cat=0
split_feature=785 561 312 637 290 1260 87 759 910 761 1395 759 899 635 1004 45 1042 138 158 274 986 631 602 350 633 701 428 1 915 1174
split_gain=14.0882 11.9022 14.6439 13.9289 20.2135 15.3414 15.2064 17.6642 16.9704 14.7446 14.7243 14.1566 15.3573 13.8529 14.4128 13.9561 13.86 14.2628 13.7416 13.7168 13.6036 14.1723 16.8727 17.2407 14.779 13.8776 18.5478 15.452 15.7269 17.8862
threshold=-0.86283290253235112 0.3443152153175571 2.2039299641339203 1.2140484365030797 -0.62315456535792035 3.9555853394308982 0.7549029715179657 1.8101196029755922 -0.45137203298377454 2.4130835502434373 -0.66847678675708744 -1.0787912713459344 0.41716744672121647 -0.97560297803411788 -0.67247122454611608 1.216416816489077 -1.2009049899422577 -1.7869694996997105 0.76316542863210779 1.0000000180025095e-35 -0.41775325418277209 0.50622190149456325 1.0000000180025095e-35 2.5137700136157455 2.6860388291066473 -2.0144150457208192 -1.2609531866634958 0.14060148230820743 2.0502917455158411 0.83653864443341286
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 6 -6 7 8 -5 20 -11 -12 -13 16 -15 -16 -4 -18 19 -9 25 -22 24 -24 -23 26 -3 -27 29 -29
right_child=1 2 13 4 5 -7 -8 18 -10 10 11 12 -14 14 15 -17 17 -19 -20 -21 21 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=3.781610496266631e-05 -4.7265799694091951e-06 -0.00034219404663063076 0.00050818965365459121 -0.00023557122733555065 -0.0002259993993546523 0.00090451094356405303 -0.00048940166359783411 9.3263507642591284e-06 0.00018972188256577031 -0.00016658793139466744 -4.6174063739449044e-05 0.000157743469551006 0.00072823342549843825 -0.00017601814017142596 0.00020814260639577352 -0.00019055998877374686 0.0013259569655825335 -0.0004145175666324237 0.0024435725283984129 0.0015512305195312225 -9.6429249779005511e-05 -0.00011577888536849636 9.322794286094769e-05 -0.00065036249060409655 0.0017590742014776649 1.9753835922032829e-05 0.00047810326045371753 -0.00013196303351029547 -0.00055343566079810527 0.00015669810472854686
leaf_count=29559 231831 318 123 1223 6618 71 492 129 1741 607 532 544 437 793 3640 468 27 787 30 41 32949 8080 7233 209 23 23018 686 7223 659 1840
internal_value=0 -0.0136577 -0.0372695 -0.0458062 -0.137627 -0.217221 0.0337026 0.0943925 0.0391298 -0.0352863 0.162258 0.283 0.442281 0.0731546 0.115585 0.16574 -0.219712 -0.352828 0.851633 0.559928 -0.0410554 -0.0699247 0.00026487 0.0758108 -0.108824 -0.00356994 0.296237 -0.0120335 -0.102303 -0.0779621
internal_count=361931 332372 100541 94703 10345 6689 3656 3164 2964 84358 2120 1513 981 5838 4901 4108 937 814 200 170 82238 48494 15545 7442 8103 33744 1004 32740 9722 9063
shrinkage=0.000980392


Tree=5623
num_leaves=31
num_cat=0
split_feature=614 890 768 434 795 633 590 727 588 920 762 854 797 710 638 1002 651 965 921 287 1106 283 210 81 416 492 706 986 322 567
split_gain=13.6365 16.7594 18.7661 18.7009 18.6349 20.1154 22.8191 22.206 29.3574 18.9949 18.5996 18.5449 50.0921 21.3874 21.0438 20.1877 23.7465 25.1527 23.7222 18.9909 18.7296 22.3179 18.3812 18.1383 18.075 17.6651 17.3584 21.8194 17.2972 17.0653
threshold=-0.75411934043310735 -1.3230736206490437 1.8936793896627242 3.7374297967062331 -0.29258408639884992 1.7407312976543683 0.58895901036483078 1.0000000180025095e-35 2.250834115212506 -0.83967173534858641 -0.14069470999436542 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.273276721297012 0.69854289147193727 1.1107569744011787 1.4967165609810034 1.0000000180025095e-35 -1.3240904332894121 1.5428342503840602 -0.41066699336541324 -0.37641982178211458 0.69884460077894406 1.3257286748036605 -0.56898954327853235 1.0283154492864859 0.012041997314298827 1.4725277493311824 0.55154411341296539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 26 9 10 23 12 -6 15 24 18 17 -17 -13 -20 22 -22 -21 -9 -15 -26 -3 29 -16 -28
right_child=1 4 3 -5 11 6 -8 8 -10 -11 -12 13 -14 14 28 16 -18 -19 19 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-3.4455397075239098e-05 -4.1364568598507585e-05 -3.6698423450127766e-05 -0.00030531456004213327 0.0017697726742136122 -5.432723957343597e-05 -0.00012137073693022848 0.00012545624151769636 -0.0001106784046302997 0.00025471109631015199 3.8262102888265847e-05 0.00030766402176372616 -4.8216301067288877e-05 0.00023653704859169161 3.5942322612059411e-06 0.00043930403641859682 -0.00010655393111780079 -0.0003312981791220843 0.00019176456485005532 -0.00026585791310719352 -6.8694593797348656e-05 1.7407293746757086e-06 0.00039902164570137052 6.0225045233930696e-05 0.00039351277548261237 0.00059805692328042056 4.5286547648366305e-05 0.00018029896323737876 -9.1781665189447016e-05 -0.00099615671521018773 -2.1939059387407733e-05
leaf_count=107272 23784 27038 2492 23 6883 8599 2282 1362 3410 46279 2466 55382 4397 7863 851 12400 2000 1439 1376 8420 1221 1389 17805 439 439 547 6919 3994 54 3106
internal_value=0 -0.000723427 -0.0647423 -0.285764 0.00478663 0.026968 -0.0668083 0.037535 0.0669855 0.0526933 0.192841 -0.0144178 0.0702278 -0.0237621 0.0735772 -0.0341679 -0.107636 -0.0746604 -0.0197634 0.0307981 0.0415187 0.217585 0.022741 0.018361 0.0404523 0.30702 -0.00379472 0.0641863 0.385105 0.119213
internal_count=361931 254659 26299 2515 228360 105894 10881 95013 53956 50546 4267 122466 11280 111186 9754 101432 15839 13839 85593 30211 28835 2610 26225 1801 8849 986 41057 14019 905 10025
shrinkage=0.000980392


Tree=5624
num_leaves=31
num_cat=0
split_feature=785 843 752 622 456 1250 637 826 80 142 776 420 76 909 914 0 199 974 1036 206 418 465 496 310 17 556 592 1051 1111 1144
split_gain=7.98251 9.23046 15.682 21.326 17.0625 12.9569 13.6936 12.9269 12.8523 13.3168 13.5333 12.9502 13.3534 12.6468 12.4934 12.4012 12.2727 13.7888 16.2213 12.1561 17.6438 15.7601 15.6396 14.6586 14.0154 13.7196 14.6762 13.4381 14.2427 13.8808
threshold=-0.86283290253235112 2.0054490827892364 0.47813522950990667 -0.51854373639452966 3.2574167820993445 0.19432741628826192 1.1924862052849872 3.3573128031303576 0.94190241572748523 -0.067552883395233895 0.6692442328280469 0.087329497824043714 -0.73364799394223612 3.0624788891821733 1.1012067226238182 -0.72641181067225224 1.0000000180025095e-35 -0.49549352020713017 -0.29188601114993928 1.0000000180025095e-35 -0.44161290622297827 -0.64999751152946472 0.720717520992877 -0.97243347119870049 -0.54307356853877542 -0.059006909143950008 1.0000000180025095e-35 0.42761687509736218 -0.60655739926131569 -0.59373083871637722
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 5 13 8 -7 16 9 10 -4 12 -12 19 15 -10 -3 -18 -19 20 22 25 -5 -21 -25 -22 -27 28 -23 -29
right_child=1 2 3 4 -6 6 -8 -9 14 -11 11 -13 -14 -15 -16 -17 17 18 -20 23 21 27 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.0016526906468253958 -0.00044699251562988168 0.00058976368074789912 0.021567447586047471 -0.013177971989974432 0.095066644704312933 0.00025149842960265321 0.067056494329026758 0.042539044114132868 0.033028834920812267 0.039487988650836109 0.01835333743490843 0.050193562129994033 -0.073482377505365112 0.062217367584541342 0.069887197209193605 -0.026866670496650022 0.00081035628873534849 -0.0072502104834129798 -0.042059214450068196 0.038602025643983601 -0.013943999537114865 0.0089091414371248491 0.022673514622917945 -0.020722258495056475 -0.00067128886464015464 0.054572115700292502 -0.01885332970674827 0.064539819225624073 0.049415265637116207 -0.0085378737028163655
leaf_count=29559 321318 3159 700 741 21 732 32 60 50 417 28 22 55 31 23 161 716 409 432 76 317 164 169 723 1135 77 55 39 299 211
internal_value=0 -0.00641038 0.0579827 0.125303 0.0258578 0.287396 0.0667615 -0.0507709 0.404135 0.488332 0.329673 -0.399934 -0.813367 0.0147625 -0.0598634 -0.229496 -0.0682791 -0.25906 -0.469974 0.00214445 0.119231 0.298646 -0.113556 -0.12653 -0.168968 -0.021205 0.547595 0.505179 0.717531 0.0686477
internal_count=361931 332372 11054 6278 4058 2220 764 4776 1456 1222 805 105 83 4037 234 211 4716 1557 841 4006 2072 1162 910 1934 1858 449 132 713 463 250
shrinkage=0.05


Tree=5625
num_leaves=31
num_cat=0
split_feature=519 728 1425 785 996 896 1121 1071 907 632 843 138 501 636 565 1122 1328 775 156 937 632 1368 1110 20 1451 291 1036 1099 1453 1452
split_gain=7.95214 14.6794 15.5494 13.8469 17.3682 16.5022 19.5347 18.5185 14.7119 16.7586 15.1419 14.7115 14.6916 14.6784 14.047 15.8646 14.4454 13.9709 13.8414 13.5105 13.4596 13.4109 14.5741 13.3463 15.3067 14.5702 15.7712 14.9168 13.4112 14.1247
threshold=2.1420547332082829 -0.49008176997875957 1.1710607803345987 0.58460966528228819 1.0565563832172893 0.73822046824604237 -0.2916273743383504 0.69084194168817237 0.94938998357605964 -0.72444605386386141 -0.55357095281195134 -1.3651800207553497 1.1053434691630415 -0.69225030005648081 0.85897660060945491 -0.044672330413135571 0.22726679407394892 0.13281703179381904 -0.22098324266912592 2.1629107790618067 1.9464020464695471 1.4015214112945762 -0.3155560991133215 -0.67542420118349644 0.88359250333053418 -0.30092626973885872 1.5985875668952145 1.8414755001195664 -0.22121300160738408 -0.16682302883424749
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 23 9 17 -11 -5 -13 -8 20 -16 -17 -6 -15 -12 -9 -4 -23 24 -3 26 -25 28 29 -27
right_child=1 2 21 11 8 6 13 14 -10 10 19 12 -14 18 15 16 -18 -19 -20 -21 -22 22 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-0.00029845190003820296 -0.0043638534740409836 -0.0067362473563236172 0.013287309994233993 -0.02484552093493532 0.023934181501546459 -0.021146939012885769 -0.023363282937939246 -0.012369390914165553 0.013754942823445354 0.0025690995546657613 -0.029039838885994925 0.011923082329495988 -0.010472670785237809 0.027258385962187399 0.024008577665487214 -0.060392694524363716 0.032742984553167313 -0.024172562945976854 -0.0052483098252960611 0.056827097997111289 0.040980431191085166 0.018741506665327933 -0.057634992944861109 0.018767284246222791 0.021082340357594657 0.0082314440243667387 -0.018255562302074528 -0.024757872816433962 0.014405328338316113 -0.0087049263024195408
leaf_count=338398 4052 1612 2169 184 214 816 239 1524 283 275 897 3128 436 315 294 60 26 115 327 20 53 48 67 1855 255 1392 167 241 1441 1028
internal_value=0 0.0363517 0.0610291 0.03772 0.0048813 0.0360734 -0.171345 0.0693417 -0.196762 -0.281043 -0.402525 0.157582 0.187293 0.0635465 -0.117636 0.248786 -0.569271 0.158472 0.225305 -0.538185 -0.208611 0.227347 -0.481016 0.117399 -0.0480248 0.166609 0.319967 0.0914215 0.121413 0.0216762
internal_count=361931 23533 19481 17197 13449 11645 1697 9948 1804 1521 1192 3748 3564 881 1957 380 86 329 642 917 1577 2284 115 7991 1867 6124 2022 4102 3861 2420
shrinkage=0.05


Tree=5626
num_leaves=31
num_cat=0
split_feature=51 287 338 591 633 357 984 632 773 1048 708 1256 834 283 979 1389 1104 1055 634 827 547 470 365 1460 148 895 497 1318 309 968
split_gain=7.90401 13.4214 15.4775 17.5557 22.123 17.6429 16.3692 15.9887 15.7561 15.3798 18.9088 17.6678 15.3557 15.2681 15.2252 14.9864 14.8184 15.6368 20.1298 20.2348 14.4054 14.1534 14.7147 17.4054 15.958 16.7898 14.6617 15.6096 17.0861 14.6576
threshold=1.0000000180025095e-35 -0.34802381261309395 -0.67742393113063393 -0.73065235057769284 1.7407312976543683 -0.65035178519918047 -0.68672461674512941 0.90316964423234847 0.20923812329853073 -1.6761550137593937 -0.59581889542458122 -0.85812389479570561 1.8244089606515439 0.16556913588562824 1.2790043510123932 -1.0402324363717403 0.89067104422367938 -0.76312635629473657 -0.67928172394348463 -0.36836247429892682 1.0000000180025095e-35 0.66595742291584703 0.69464948956747519 0.9504607190545632 1.1828928047345439 0.27654892694072097 -0.016331616767352477 -0.87495404921412256 -0.8937643881799614 -0.55254550112873513
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 8 -5 14 15 -4 10 11 -8 -3 16 -1 -6 17 18 19 -14 -17 -7 23 24 25 26 27 28 -23 -28
right_child=-2 12 3 5 7 21 9 -9 -10 -11 -12 -13 13 -15 -16 20 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0037134126319761825 -0.0008975155491184523 0.001152970689502045 0.0086029458745905864 0.0041178129872083821 0.027213579084222235 -0.0037494074232319995 -0.0066115559442997858 -0.084766013112391583 -0.0003714356248959189 -0.0063754740086853189 -0.011383372918460992 0.047115548047834764 -0.027060957231517281 0.0057396969993001867 -0.01765388696461697 -0.02005090730704644 0.0067629220554780356 -0.013652080556240447 -0.0081650273422678062 0.054961737084313227 0.036704152860866306 0.047489926905260993 0.016617630444236812 0.016960451070042286 0.019320863036436393 0.0073444802742220596 -0.019628833164398979 -0.024415431012412614 -0.013143738841193603 0.0058337822248954764
leaf_count=6011 138112 141748 7045 7314 111 23693 215 41 3860 19629 516 301 75 1622 603 737 806 3719 470 167 63 72 704 588 334 926 403 985 172 889
internal_value=0 0.00568282 -0.0210424 0.00181792 0.0773444 -0.0241331 -0.0737702 -0.255825 0.106333 -0.112322 0.240388 0.581234 0.0180684 -0.0929745 0.0355692 -0.195246 -0.154636 -0.210257 0.112736 0.693839 -0.310424 -0.0489856 0.0517186 0.00444723 -0.0503229 -0.0951105 -0.188873 -0.360977 0.116546 -0.029134
internal_count=361931 223819 75212 47937 11857 36080 27275 952 10905 20661 1032 516 148607 6859 6614 911 5237 4431 712 242 800 28766 5073 4369 3781 3447 2521 1229 244 1292
shrinkage=0.05


Tree=5627
num_leaves=31
num_cat=0
split_feature=43 1454 862 1255 1294 1179 1450 569 914 771 902 1249 1382 1244 897 383 1391 18 1041 1189 771 362 784 1312 1318 286 21 0 1045 1318
split_gain=7.86754 10.7797 10.6533 11.5418 11.3092 15.4842 16.8231 15.6645 16.4557 16.4037 14.7246 13.8572 13.7798 16.8988 21.5508 16.3597 17.4818 14.8723 14.2815 16.4765 14.5069 15.3849 17.8713 16.4791 15.261 14.1896 13.7862 13.662 18.2361 13.5814
threshold=1.0000000180025095e-35 -1.0494811380965572 -0.97446007815901359 0.50023290202895654 1.0000000180025095e-35 -0.21633458713300943 0.72848113776068646 2.5370282988099784 1.9067800284830538 -1.4231861064460989 0.88283660420450671 -0.21966388032485787 0.12664819719771159 -0.7423160649064473 0.31225032580802814 2.2118716902368778 0.78337276606366879 0.21028971018307022 1.6365895344713539 -0.83903255383819564 0.6978133700399296 0.34574868614198023 -0.90362276233551631 -0.61330456096460195 2.1865154318515034 -0.93824773903608494 -1.8362818876253988 0.71787723156896865 -0.45170991337663619 0.96516301007895466
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 -6 9 27 -7 -8 -12 18 17 29 -16 -17 -14 19 20 21 24 23 -23 -11 -20 -21 -9 -29 -15
right_child=1 -3 4 -5 5 7 10 8 -10 12 11 -13 13 14 15 16 -18 -19 25 26 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0011415949472773337 -0.041347658535788923 -0.0013009483952457386 0.00066603487144912448 -0.010500296671992006 -0.0005231073244522051 -0.027334915227533892 0.0040797352226509325 0.00020064038967995018 0.083901139108834302 0.016298709462035807 0.0060210162030962999 0.036554040691554539 -0.0040600386932121771 0.00028585831492030717 0.010951271443837741 -0.052813101238531036 0.020319681219795601 -0.026111720200271884 0.014884524341579518 0.022623428113387564 -0.015498045807342063 -0.029722885823772822 -0.016978317360050111 0.058324435113566012 -0.058845542956739043 -0.024876200430413244 -0.0066122564109185895 -0.031208728541606806 0.077739404375153212 -0.013445511574619366
leaf_count=8033 216 74561 210196 3230 27984 544 4444 441 47 1482 386 374 2009 5998 3216 124 67 720 162 230 461 56 625 114 54 959 13794 37 72 1295
internal_value=0 -0.0272939 0.0026433 -0.0781385 0.00519405 -0.0225722 0.013953 -0.0599307 0.339187 -0.066927 0.134041 0.423642 -0.0607253 -0.0041007 0.0347702 0.182136 -0.489083 -0.185132 -0.105436 -0.0883381 0.0816246 0.159515 -0.141227 0.615612 0.288466 -0.380071 -0.122197 0.212006 0.956242 -0.0392015
internal_count=361931 74777 287154 11263 275891 65695 33188 32507 597 31910 5204 760 31366 13429 10700 3407 191 2729 17937 16816 2792 2331 795 170 1536 1121 14024 550 109 7293
shrinkage=0.05


Tree=5628
num_leaves=31
num_cat=0
split_feature=785 561 1459 400 3 1329 501 914 281 1466 1466 1463 21 1048 872 1467 1110 1375 1176 979 434 1037 549 843 10 901 1118 828 87 470
split_gain=13.7478 12.0965 14.6334 15.2268 15.9085 14.9751 14.7727 14.5074 14.4931 14.2618 19.5964 19.7456 31.7805 17.1402 17.0748 16.9581 16.6222 20.1752 19.4441 16.4503 16.541 17.1784 16.2336 16.4136 16.011 15.9499 16.775 15.7616 17.382 18.0915
threshold=-0.86283290253235112 0.3443152153175571 0.40413748344094969 1.0000000180025095e-35 2.621941548882178 -0.24985580341995012 0.60835674035286325 -1.4363491908327737 -1.7799089095828904 0.37829601484295772 0.33394102906587103 0.26178017910560175 0.81122649975724037 -1.0627241715616391 3.0757328524286596 -0.25198177114056969 0.2235834734361459 0.59806352348768188 -0.34265894611936176 2.185733931240978 -0.58313549903637474 0.88821126225705116 1.0000000180025095e-35 2.2324970711605063 0.65309913508412931 1.4902207910607734 2.3726259704409958 0.15496969232382993 -0.71444221946762354 0.66595742291584703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 6 -4 -3 -8 -9 10 14 24 15 25 16 -13 17 -2 -18 -15 21 -21 23 -20 -12 26 -11 -19 -29 -30
right_child=1 2 5 -5 -6 -7 7 8 -10 13 11 12 -14 19 -16 -17 18 27 22 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=3.5863364092928236e-05 1.1923298565288855e-05 -7.3007481597185179e-06 7.338887934967757e-05 -9.266219566497843e-05 0.00047090223543488972 -5.4443821206460764e-05 0.00046054212415133297 0.0011179326424388296 -0.0001722305694546263 -7.588678980129801e-05 -0.00046156993144112979 0.0006003713588713848 -0.00081495463895821382 4.8693471848692432e-05 0.00016961925042156776 -4.8044652490390619e-05 -0.00010886127930540083 -0.00014031792210092271 -8.5188169189226903e-05 0.00036105859371941492 -0.00041613721696144812 -0.00098151230641682695 1.9670377038442734e-05 0.00053200393975998833 3.2448210183155479e-05 -0.00044597829664503864 0.00052640122973311579 0.00034578930599676432 -0.00012549007265412129 0.00025959644902569175
leaf_count=29559 97351 34602 11458 35753 351 9946 285 52 8094 6192 1671 291 208 43079 2287 490 21881 11061 16448 289 854 57 22781 204 503 861 241 871 3465 746
internal_value=0 -0.0149919 -0.0387752 -0.0555186 -0.0229456 0.0173906 -0.0277852 -0.140059 -0.164036 -0.00608971 -0.0163391 -0.206027 0.0516621 0.0273812 -0.0130932 0.239934 -0.0160252 0.000650242 -0.0483829 0.0426459 -0.229599 0.162722 -0.0187615 -0.0775391 -0.349129 -0.0878318 -0.0497222 -0.0855611 0.0287788 -0.038138
internal_count=361931 332372 100541 79137 43384 21404 43033 8431 8146 231831 180258 3163 989 51573 177095 781 174808 113494 61314 44279 1200 346 39433 16652 2174 7294 6433 16143 5082 4211
shrinkage=0.000980392


Tree=5629
num_leaves=31
num_cat=0
split_feature=60 1450 493 127 1077 278 426 444 498 1110 292 858 75 983 212 418 909 707 361 120 972 1451 252 961 568 365 689 496 196 695
split_gain=7.90567 12.4791 14.6429 14.46 13.2476 12.5844 16.157 15.6117 25.7648 15.8648 16.8685 15.3669 14.5598 19.0474 14.3112 13.7117 13.3137 14.2607 12.5693 12.0255 16.4077 16.3227 13.4828 15.1941 13.6987 13.8269 21.1421 15.3235 14.8381 15.1458
threshold=1.0000000180025095e-35 1.9280150050707487 0.38642775610180641 1.0000000180025095e-35 1.0000000180025095e-35 -0.60565613405252861 2.6847155777463798 2.1078117687818216 0.50673161551649026 0.14487696649461781 1.0607864061266212 -1.0336692051997565 1.1628402538467824 -1.0506871466604764 -0.37617663608251511 -1.3508413795037699 -0.70930199339977473 -0.12314355046864119 -1.0930370504317681 3.5559217545737982 -0.20635126168164858 -0.46850269934902838 1.0000000180025095e-35 3.1692968419848038 2.5430286431163913 -0.83111148317739458 0.72022076402865742 1.2640828381200635 0.72502857612549287 0.22658725608014799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 7 -7 11 9 12 -11 -2 13 -9 -8 -13 18 -18 -16 22 21 -21 23 -17 25 26 27 -24 29 -27
right_child=1 2 3 -5 -6 6 14 8 -10 10 -12 15 -14 -15 16 19 17 -19 -20 20 -22 -23 24 -25 -26 28 -28 -29 -30 -31
leaf_value=7.401466347298414e-05 -0.021441375374913599 -0.017928118195890769 -0.042057964460207313 0.02079857804725541 0.0067983923674931127 -0.00025624317744230452 -0.001043263197995755 0.054493342899183332 0.04823192600587109 -0.039389533730948653 0.078058330410301052 0.021955403626132134 0.061252876444395671 -0.012913532935651249 -0.01573848425661661 -0.012789044632038411 0.053310140818447899 -0.0099397873394390813 0.10949910538054802 0.21096842513708972 -0.055370268450779463 -0.0081255422306792894 0.025704678674488519 0.026260295492763798 -0.047385690310722407 -0.0071462206456280406 -0.0235185915559743 -0.038045910404688132 -0.023025004283284758 0.01000655693194101
leaf_count=313675 1831 1584 176 384 204 29752 254 69 172 235 20 373 62 295 23 5824 101 104 49 27 38 24 823 241 143 2930 263 77 753 1425
internal_value=0 -0.0346306 -0.217009 0.0739093 -0.289307 -0.0245779 0.00305887 -0.0951635 0.22093 -0.019876 -0.56582 -0.122374 0.247515 0.0433399 0.428927 -0.0923696 0.792944 0.483829 1.68449 -0.109318 1.37643 2.59349 -0.114805 -0.224037 -0.0308229 -0.0128422 0.242108 0.418018 -0.0793922 -0.0191452
internal_count=361931 48256 2348 764 380 45908 30283 15625 853 681 255 14772 426 364 531 12941 277 205 72 12568 89 51 12479 6065 6414 6271 1163 900 5108 4355
shrinkage=0.05


Tree=5630
num_leaves=31
num_cat=0
split_feature=728 1100 691 1124 795 489 784 49 1312 761 565 1251 221 83 706 842 1188 498 625 859 487 774 509 854 771 797 576 906 486 8
split_gain=13.4035 15.4728 15.319 16.5457 14.6143 19.077 18.338 17.8837 17.1241 18.8226 17.0829 21.9397 19.9167 16.7824 17.383 21.9353 17.7686 16.6122 16.3498 15.8895 15.4602 15.2502 15.5264 14.9943 20.6274 19.4513 17.9701 16.4988 18.2353 16.835
threshold=1.0000000180025095e-35 1.6293515030253838 1.4255342478983304 2.9119499769605071 -0.29258408639884992 -1.1505828196359797 0.9594655836162902 2.3839209586872081 0.46670498673573363 -0.54374104044137395 -0.67075317532999967 -0.7593347105058833 1.3749337819644696 0.11941468766767303 -0.46577420944736736 2.6391084233768636 -0.87802821562231359 -1.1058142205337476 -1.1186507589477841 -0.54135187694831066 -1.2082394146095747 0.58460438483072008 -0.8707511978464394 -0.87473648844905705 0.46920264802347139 0.63961785378869596 0.22770019498347679 -0.084826860078778696 2.2071942554754229 -0.53888611421129551
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 20 8 10 23 18 11 17 13 -12 15 -15 -16 -7 -10 21 -1 22 -8 25 -25 -6 -27 -26 -29 -30
right_child=-2 -3 3 -5 6 7 19 -9 9 -11 12 -13 -14 14 16 -17 -18 -19 -20 -21 -22 -23 -24 24 27 26 -28 28 29 -31
leaf_value=0.00026126801387007609 -3.5773976861157839e-05 -5.8872700794547882e-05 -4.611148808099794e-05 -0.00052054562356051168 -3.0546751555537234e-05 0.00045202051841490408 -0.00021553183057354053 -0.00020112169203854812 -0.00048902642551103086 -0.00013248947293398439 1.388244679922973e-05 -6.664037639749031e-05 0.00017267631694426985 3.2875878674323141e-05 -9.0340835286331495e-05 -0.00071723298652430121 0.0001661804976842929 5.9275379113468596e-05 0.00012791785389621406 -5.1501463990867503e-07 -0.00012997520671881145 -8.801158300725774e-05 0.00017643467789506728 5.1414577134649822e-06 -3.0025710987089012e-05 0.00034293643999670342 -4.0363333024293864e-05 -0.00018742514820226631 -0.0010840274675033769 0.00097297309075040418
leaf_count=588 109090 32810 22410 501 2733 677 485 1757 268 12919 33326 14317 6169 8870 1539 180 12306 4533 2696 15036 6684 1440 6936 44294 9922 1712 721 6886 32 94
internal_value=0 -0.00304903 0.00276069 -0.0555909 0.00895222 0.0303712 -0.0088468 0.0391232 -0.0254009 -0.0962103 0.0436254 -0.018326 0.0608946 0.0470531 0.0928214 0.0177679 0.142506 0.108633 0.0756831 0.0440649 -0.0949173 0.115488 0.154233 -0.010236 -0.0205549 0.100399 0.232352 -0.0871078 -0.174147 0.636735
internal_count=361931 252841 220031 22911 197120 90946 106174 83674 82277 15883 81917 19527 62390 56221 22895 9050 13845 5210 2964 23897 7272 8861 7421 66394 61228 5166 2433 16934 7012 126
shrinkage=0.000980392


Tree=5631
num_leaves=31
num_cat=0
split_feature=652 1020 1458 1467 1462 1450 1470 748 1450 976 1450 471 148 140 1457 493 1315 423 555 12 1450 944 346 559 51 1465 756 1300 1374 1047
split_gain=7.82863 11.4144 16.5019 17.7191 23.8643 21.6852 24.4229 21.5048 20.2977 17.4601 16.0708 15.8522 15.7368 16.0673 14.659 17.1564 16.5063 15.7104 14.6519 14.5145 14.2502 15.1628 14.2342 14.0973 14.3341 14.3031 18.9134 17.0679 16.5418 16.3532
threshold=-0.98896428961744431 0.44670980992553178 -0.71693843586677841 -0.22023664855122008 0.39165224646214775 0.71459478585385605 1.594191353593184 1.0000000180025095e-35 0.68774535640845547 0.91996454697414454 0.88343564287383192 3.5846068068029306 -0.72040663972138208 -0.55422272598918776 -0.54905437150794734 1.7300445227666688 -0.40096365683153207 -0.79948754501176666 1.5891167338265382 2.830472035443258 0.95337257963916655 1.4781763871474156 -0.63082519892965205 -0.75522106051786031 1.0111847875080273 1.0000000180025095e-35 1.0000000180025095e-35 0.72569580879455042 -0.66177662735578835 0.59765918716613131
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 3 5 11 7 -7 8 -3 -9 -4 18 22 -14 16 -16 -15 -18 -5 23 21 -12 -6 24 25 -2 27 29 -29 -27
right_child=1 2 10 4 12 6 -8 9 -10 -11 20 -13 13 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0012738481870178421 0.0029417944346773351 0.0060459412306091576 -0.00062334748213809259 -0.0022063895804742251 0.050681415839385319 -0.009921929985876916 0.050145413215286198 0.027168716639344549 0.077206136517673579 -0.0086952581813073675 0.024346867879237469 0.077740845371267964 0.02402543023986484 -0.013132247956443405 -0.023542986992860782 0.073007397838724467 -0.04652119266535349 0.044045127977840624 -0.027890261825201015 0.0082270363227442238 0.003383380798774756 -0.053543858172671835 0.013370910729926438 -0.0014988822478700734 -0.0040226822390916489 -0.010207542785045653 0.002360904580877626 -0.0067445887906598355 0.017277245665660006 0.0040260012669509791
leaf_count=45881 31494 3675 58592 5721 187 1154 84 1313 40 235 606 28 386 186 425 20 30 167 314 2676 6904 33 334 173370 9660 6245 9334 775 851 1211
internal_value=0 -0.00700654 0.0163414 0.0870894 0.0104401 0.172555 -0.103571 0.233963 0.140604 0.454134 0.000856074 -0.0632118 0.237664 0.0956296 -0.0774808 -0.3622 0.232044 0.650714 -0.0723093 -0.0161154 0.0984668 0.410218 0.55507 -0.0181963 0.0131532 0.0278407 -0.0233653 -0.102221 0.118519 -0.150397
internal_count=361931 316050 80434 14299 7798 6501 1238 5263 3715 1548 66135 6063 1735 1214 828 445 383 197 6035 235616 7543 639 521 232940 59570 49910 18416 9082 1626 7456
shrinkage=0.05


Tree=5632
num_leaves=31
num_cat=0
split_feature=785 885 1449 1455 125 1466 683 1377 1002 988 1075 1450 1248 572 1061 1004 1454 1467 893 1118 1176 1185 564 641 1265 38 9 1470 917 294
split_gain=14.5035 14.3385 17.4193 26.6953 17.229 18.1188 17.7717 16.9932 17.3552 16.8879 16.0691 15.9566 16.7245 15.5885 18.4722 19.0578 17.9104 16.7841 16.5035 15.6819 15.375 15.2256 14.9826 21.0492 16.9055 16.4768 15.0615 15.0163 17.6241 14.8856
threshold=-0.86283290253235112 0.35018306414905159 1.2624102624837521 1.2270625707982405 1.0000000180025095e-35 1.4808384683488722 -1.07329023030195 -1.0606629817441902 -0.32459312438081372 -1.3820670939764912 0.50369288897393738 0.25736028940779887 -1.3972270305553784 -0.80326163028523578 -0.87357009987099121 0.59444477453878863 0.83666458647197584 3.0124991923077498 1.0000000180025095e-35 0.37493962751553139 0.54032782744357311 2.5744688783126342 0.56085344639540624 -0.74708547573477524 1.0000000180025095e-35 2.2547579704013709 -0.37295036811207388 0.28143045329286537 -0.40130041297796265 -0.93296500049690056
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 6 10 -5 -3 9 -9 -6 12 -11 16 15 -15 -10 -16 -18 -19 22 29 24 27 25 -14 -26 28 -24 -13
right_child=1 2 3 4 5 -7 -8 8 13 11 -12 21 20 14 17 -17 18 19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=3.6946779203468575e-05 -2.5884345956116139e-05 -7.5291767777745021e-05 0.00015476934612164143 0.00064084173287735924 0.00025256659364908526 -0.00068233605726578063 -0.00065110825261481921 -0.00040465121158360427 0.00012346452634770302 -0.00057404695950668346 -0.0012871036714965109 -0.00060807130908645951 0.00023464596041469391 -8.0823245220738824e-05 -5.2329297270051416e-05 0.00026600015008335722 -7.1795328625966012e-05 0.00063311148299872576 -0.00086083960863445606 -0.00033230426288208308 -6.1006044887772686e-06 -0.00070648506714115795 0.00086500347500264511 -3.378830481081344e-05 -5.0368058371597354e-05 0.00075527167286987534 0.00019468747764142457 -6.0484586417368306e-06 9.9966189266005793e-05 9.730207597603447e-07
leaf_count=29559 234941 15640 6748 70 526 140 540 529 5774 274 33 243 5032 1255 35202 1714 645 287 194 105 5237 174 311 4385 2319 296 2994 425 249 6090
internal_value=0 -0.0152882 0.00729346 0.104192 -0.190297 0.0145156 -0.513383 -0.00224631 0.0110407 0.0553607 0.17455 0.0619217 0.0916306 -0.0158538 -0.0333104 0.130075 0.0826946 -0.0479975 -0.221079 0.393835 0.0975513 -0.0371244 0.133379 0.0352711 0.183059 0.270331 0.0881344 0.327375 0.553435 -0.019321
internal_count=361931 332372 97431 8057 1309 699 610 89374 73734 28558 559 28029 21522 45176 38563 2969 6613 35594 839 392 21248 6507 16011 5370 10641 5328 5313 985 560 6333
shrinkage=0.000980392


Tree=5633
num_leaves=31
num_cat=0
split_feature=728 1431 1458 928 843 698 471 527 562 156 352 399 1191 486 560 639 563 8 1296 8 1324 970 429 73 1386 1453 765 701 291 1189
split_gain=7.91229 11.0325 13.0922 14.3927 15.199 15.4121 15.2972 14.6947 16.6317 16.3452 15.9747 19.2972 18.6373 15.3666 14.3992 14.2591 16.1567 15.3916 14.092 18.7771 13.1577 14.2404 12.5663 15.565 14.7531 14.7993 13.5181 15.3505 18.4202 16.3974
threshold=1.0000000180025095e-35 1.0099929608726099 -0.22542553696720377 -0.52992354128753727 2.0858619120040611 -0.095800861921612093 0.35930717134390644 0.86558768754863191 1.20745589502263 -0.47332877767218579 -0.56833166991554951 1.0000000180025095e-35 -0.60019402863093041 0.18770201878525006 0.7473649240521697 -0.33476140940674232 -0.60176815408763906 -1.0684284036887348 1.0000000180025095e-35 1.4577487477528208 -0.72741113327766571 1.3746211730677622 -1.7659769580407032 -1.103062675398786 -0.85452620936105361 0.47485221662462634 0.69704861145914221 -0.90498294676873925 -0.7344915899893425 1.5067332351219067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 7 -6 -7 18 10 -10 13 12 -12 -9 -14 -3 -17 -18 -5 -20 -4 22 23 -22 26 -26 27 -24 29 -29
right_child=-2 2 20 4 5 6 -8 8 9 -11 11 -13 14 -15 -16 16 17 -19 19 -21 21 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00049437403993745352 -0.0010881437118538462 0.0082362887137583298 -0.0050718869329862155 -0.011600821670929545 -0.0038962031833681891 -0.0072925179529871225 0.076490977711311053 -0.005892874042806584 0.063977430573771046 0.0042529360718020354 0.038099290773885311 -0.027611459498417271 0.0023735161777050208 0.031921681779453405 -0.052654369286673386 -0.023641538756721838 -0.032467879512896439 0.0030356143053396093 -0.004096053848608624 0.034992612522706114 0.040155139968868873 -0.010538389300527362 -0.0041705767822388965 -0.030006677439409258 -0.00029808696800101288 0.011714613351898774 -0.0050259951303885005 0.053591686199691638 0.015642600368380874 -0.05341330222785981
leaf_count=215094 109090 2407 5778 9723 193 49 71 330 97 167 154 573 333 271 103 732 273 2030 2018 166 53 1368 370 411 6591 1708 509 301 940 28
internal_value=0 0.00406934 -0.0368451 -0.0840612 -0.12963 0.382332 0.97613 -0.144113 0.0441546 0.598552 -0.0432566 -0.218314 0.087487 0.264556 -0.192627 0.0244612 -0.0936519 -0.00245711 -0.183269 -0.00808282 0.0112106 0.052057 0.0778749 -0.376466 0.0923489 0.0476022 0.270383 0.368367 0.483846 0.943546
internal_count=361931 252841 37747 19690 14248 313 120 13935 2028 264 1764 1163 590 601 436 5442 3035 2303 11907 2184 18057 12279 10911 464 10447 8299 2148 1639 1269 329
shrinkage=0.05


Tree=5634
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 651 1065 905 1002 690 219 1469 1469 292 1121 839 1323 1047 1258 1036 620 43 1039 60 414 1038 1242 624 431 4 734 569
split_gain=7.92896 18.4915 15.1645 13.3493 25.3242 27.8848 25.6935 19.5688 18.3506 17.6749 16.7616 16.7184 16.5067 19.454 18.0081 23.1857 16.2487 16.3357 16.2405 16.5583 16.2404 15.8646 15.4505 14.5036 15.8444 14.7756 17.5483 16.9147 14.4983 14.379
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.1107569744011787 1.0518754624258557 1.6941275270489176 0.69854289147193727 -0.39424703257698906 -0.91347142536854575 -1.2083100587446829 -1.3460032622719822 1.5212634921772119 -0.13936728114317076 -0.20033405686172526 -1.3613323777854329 -1.0035221563923056 -0.46993772424332264 -0.87951787999015052 -0.28959903995613662 1.0000000180025095e-35 1.4626966669464883 3.4231397208058323 0.19083526667214032 -0.27254169634168651 -1.6836132099837351 0.19400589282929537 -0.9806919268903217 -0.61372899214684218 3.0820683777490774 0.45883949048407691
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 6 7 23 -6 22 16 -8 -9 -14 -15 -16 17 -2 19 -12 -18 28 -7 24 -5 26 -25 -28 -20 -17
right_child=3 -3 -4 4 8 9 11 12 -10 -11 18 -13 13 14 15 29 20 -19 21 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0034815314620852689 -0.043498399822787873 0.00024310881749702568 -0.0032018629972398443 -0.049841676531408918 0.0059398809746893638 0.029448929946234645 -0.0095790634783581869 0.0017135078922809101 -0.013148674858905363 -0.01642030208727371 0.002886737560393357 0.020062603974740689 0.0013493992865817811 0.080348149060579091 -0.023161739499551869 0.02337323567197291 -0.032074632600336189 0.015350997872266304 -0.00020213410392230948 -0.0018408576892911767 0.031490296373355577 -0.015656321760160137 -0.032003616968117467 0.0097947445596672927 0.0064328432745619259 -0.0008771848569577806 -0.048100773563787586 -0.01461660880889163 0.01142471447321208 0.0041294642922578076
leaf_count=4504 82 89418 70184 91 847 172 3555 4583 3694 2054 56853 248 1647 54 223 1707 507 262 99041 14040 47 1310 69 232 2052 1531 316 666 1288 654
internal_value=0 -0.0159847 -0.0508272 0.00696862 -0.0427375 -0.00774827 0.022268 0.066404 -0.196355 -0.249832 0.0142645 -0.148242 0.127441 0.226494 0.338972 0.313354 -0.281592 0.0788929 0.0160295 0.0422879 -0.518381 -0.00335351 0.281553 -0.0518078 0.0921201 -0.160922 -0.357106 -0.500175 -0.000563739 0.368297
internal_count=361931 164106 74688 197825 24395 19854 17559 13756 4541 2295 173430 3803 8868 4285 2638 2584 898 344 172532 70893 554 101639 241 4888 2143 2745 1214 982 100329 2361
shrinkage=0.05


Tree=5635
num_leaves=31
num_cat=0
split_feature=221 71 832 840 561 82 559 768 283 1211 1052 356 374 294 5 287 1469 84 1182 379 1116 1118 553 1387 357 628 1316 1316 1189 1242
split_gain=7.9034 14.9284 14.2728 14.1883 13.5555 15.8927 16.4009 15.2479 18.3577 14.9278 14.8549 13.7979 13.8427 13.497 14.4778 18.1369 17.2878 16.4917 13.4237 13.1906 13.6796 13.1803 13.0199 13.0695 13.0192 15.6111 15.4831 14.6163 13.3165 13.2185
threshold=1.8227074503890177 1.8453875554625034 -0.77830370799070447 -1.3234579195370697 -0.70046402581979417 -1.2962935356300329 -1.0903372896529284 -0.4432011379944229 -0.090084921458143702 2.2247717691110709 -0.024289965997739551 2.4996957263475683 2.165867408917324 -0.20029887670515736 0.4241305788440991 0.37095383208151561 0.23550153252728254 -0.31456777595622948 -0.53258684186427108 -0.54991921176105274 -0.61066440591102589 0.25386772794429113 2.4567163902995173 1.3750869263302643 1.2390521390606042 1.2474772673761392 -0.2855914332150829 0.46509158541575346 -0.22060339129416881 0.013609942738152419
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 10 -6 11 24 -5 12 13 -9 19 16 17 -16 -8 20 -15 -22 23 -7 25 -10 29 -27 -29 -26
right_child=1 -3 3 4 7 22 18 8 9 -11 -12 -13 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 26 27 -28 28 -30 -31
leaf_value=-0.00026621360849983408 -0.0026870259682760943 -0.012481291705997065 -0.017677128918098098 0.030628754137726623 -0.0027701366770827092 0.008970802398718428 0.012377581271635494 0.003883086674732761 0.016246635093099145 0.045878199627780891 -0.041498816850251766 0.050655398568480961 0.0350869589221482 -0.057047761767987176 -0.047575481604268451 0.043145733381663429 -0.056158961625933645 0.038540321787045202 0.064652693272128844 -0.024236052724511625 -0.0054899322901991905 0.063963088793212927 0.06415660942613316 -0.013733773098423142 0.061626712091998465 -0.036570160796973339 -0.038282731696413969 0.099309095101923955 -0.015838713607492311 -0.030872814732783374
leaf_count=340987 4810 885 497 88 4140 3480 94 2062 2087 161 85 56 128 57 47 100 76 80 168 783 79 53 47 380 45 209 145 20 41 41
internal_value=0 0.0396483 0.051966 0.0855662 0.0961626 0.196786 0.611718 0.0509167 0.120743 0.262085 0.00859444 0.0159743 -0.00346164 -0.0315702 -0.21556 0.189693 -0.223591 0.252197 0.935754 -0.358359 0.205924 0.505999 0.155313 0.141563 0.218931 0.269017 -0.306053 -0.348642 0.669038 0.475139
internal_count=361931 20944 20059 15249 14752 4342 435 10410 6270 2749 173 3521 3465 3337 1275 303 203 127 262 972 189 132 3907 3860 2588 2357 231 270 61 86
shrinkage=0.05


Tree=5636
num_leaves=31
num_cat=0
split_feature=50 56 1470 747 1458 651 1175 1118 1011 910 376 508 1356 1118 712 434 768 1047 1311 494 696 353 843 143 216 984 848 222 1217 1189
split_gain=7.84487 14.3396 12.0226 12.5309 12.7173 12.2574 11.9689 16.1117 17.2835 14.7604 15.4522 15.1268 14.3216 13.2041 12.8396 11.8977 11.8432 12.9897 17.7981 17.6989 17.6587 17.0956 15.9467 14.9891 14.9559 14.9532 15.7122 12.7075 12.5449 12.2524
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3664195657027294 2.2668746584208797 -0.51296100092506636 1.1107569744011787 0.4869642392827182 0.048045498673182647 1.0000000180025095e-35 1.0084445591191282 -0.5514799173923951 1.0000000180025095e-35 1.0000000180025095e-35 -0.37570614982615819 -0.63779424894106762 -0.60827942898250043 1.2026019002871917 -0.80543786646755056 -0.87859676137008746 -0.10473035522580551 -0.96449846494823055 -0.67137314934474157 2.0054490827892364 1.5946227651504479 -1.6123493279037999 1.8242125355371017 0.78396401892496781 2.2408542333598711 0.86386423179447369 1.8745919611179229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 9 8 14 10 -6 12 -12 -14 -8 -10 17 18 19 -7 23 25 29 28 -20 27 -27 -22 -19 -23
right_child=-2 -3 5 -5 6 16 7 -9 15 -11 11 -13 13 -15 -16 -17 -18 20 24 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.019800670547451077 0.00035225800578618966 8.5570696283505959e-05 -0.0035096848235885679 -0.056223659214581924 0.030337107487262455 -0.024077918395452029 0.015807610456468998 -0.037325421982219741 -0.012484411762626952 0.047686218009381609 0.024592114801554606 -0.023958801528723383 0.028846849704194322 -0.057313527622758188 -0.050586246076562973 0.060899084897123514 0.014697427387597276 0.018356916626066245 0.075127529819058667 0.038723247812380741 -0.025874926302539288 0.0029700370059869904 0.037152890136289411 -0.062094997386077856 -0.031951375717766205 -0.0068063847139362187 0.11796685107504266 0.062913090099742233 0.066574619525694115 -0.03548538058046135
leaf_count=220 197382 90457 66145 42 314 159 83 135 38 130 332 227 36 61 79 74 968 429 27 150 760 2516 130 31 706 50 24 21 78 127
internal_value=0 -0.0158386 -0.0483822 0.131703 0.159745 -0.055972 0.225509 -0.102142 0.202492 0.342914 0.237417 0.0232153 0.266771 -0.497472 -0.329295 0.785667 0.0461421 -0.000176922 -0.289031 0.21764 0.0515532 -0.00926181 0.070852 0.445391 -0.555073 -0.343386 0.776222 -0.451515 0.53547 0.0248007
internal_count=361931 164549 74092 1771 1729 72321 1509 409 274 1100 970 656 429 97 162 112 6176 5208 1042 309 4166 3628 2773 538 733 855 74 781 507 2643
shrinkage=0.05


Tree=5637
num_leaves=31
num_cat=0
split_feature=785 728 585 872 1260 1450 358 1464 1252 630 21 833 1048 755 138 761 1049 1412 907 1111 694 1246 1245 142 762 770 1465 921 639 903
split_gain=7.73773 9.43992 9.45765 11.8137 13.6558 13.1238 13.1826 14.7802 12.639 11.486 16.931 13.2913 16.5715 13.5547 15.0746 13.0117 11.4892 14.1026 11.692 14.3018 15.4844 12.2742 11.8413 11.8273 11.5384 11.4062 12.8909 11.9388 12.8545 11.7062
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 0.85297537480346686 -0.88869813477968873 -0.46548562301985819 -0.056376243792079443 -0.28373809823398005 1.150784849711143 -0.33907042154898792 1.0000000180025095e-35 0.84607950486420924 0.44862717878065494 0.58583312291556033 0.89361363622300305 -0.40709702854836605 0.54764775777780439 1.4221229712881001 0.66134835341173759 0.47018631246256493 -0.51821866487023394 -0.003706368065104907 0.69090606423022838 0.13898500307136788 0.037413692100026048 0.20481832695617241 0.70835165291708446 1.0525743831388839 0.50979271044231089 0.097340993635070996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 -7 11 25 16 -13 14 15 -14 18 -18 21 20 -20 22 24 -23 -4 26 27 28 -11 -27
right_child=-2 2 9 4 5 8 -8 -9 -10 10 -12 12 13 -15 -16 -17 17 -19 19 -21 -22 23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0044968690508990815 -0.00027972514001909092 0.0058342622619140666 0.0023796324829732925 -0.055381134624868301 -0.044121242237268099 -0.018691313570589511 0.030660936268014822 0.015877457532507057 0.021122618591495147 -0.001275034543645275 0.0078936224150849259 -0.0046398741639800591 -0.058757954137133687 0.023295708442966828 -0.085705407146099477 -0.0085267189837937192 0.012115197397929489 -0.033243992348465902 -0.008482984145487751 0.007344941924041672 -0.051892931477584531 -0.0034008216142595426 -0.011595316770911817 -0.032444690786844636 0.024467797931439987 -0.0064309830508273063 0.011358184652754739 -0.031028612384181337 -0.023444881627091713 0.016013718515833147
leaf_count=3396 332372 11057 968 75 86 628 220 125 118 1291 4341 778 106 43 75 169 1225 100 215 194 210 585 486 276 430 497 397 316 501 651
internal_value=0 0.0332736 0.0468788 0.0927071 -0.113854 -0.0584631 0.243309 -0.155638 -0.243535 0.00618551 0.0616094 -0.0709643 -0.285963 -0.660713 -0.815229 -0.570309 -0.0159145 0.17177 -0.0843831 -0.367364 -0.600289 -0.0213119 0.078648 -0.250532 0.180866 -0.0509055 -0.139076 -0.211901 -0.139439 0.12858
internal_count=361931 29559 26163 12309 1252 1177 431 211 746 13854 7994 5860 1171 393 350 275 4689 1325 3364 619 425 2745 1884 861 1398 3653 2505 2108 1792 1148
shrinkage=0.05


Tree=5638
num_leaves=31
num_cat=0
split_feature=871 125 1470 1145 789 597 1470 324 470 858 1122 1403 816 333 150 145 296 1050 123 773 1391 1460 1111 293 603 392 73 423 283 996
split_gain=12.7848 15.6611 18.2029 18.1621 18.1574 16.725 16.2154 16.1164 15.8002 17.0278 23.5628 18.7282 17.2326 19.1625 21.4805 20.9851 22.4179 19.0556 18.0439 16.683 16.3627 16.2851 15.6696 15.4462 16.0099 15.3117 15.3063 16.1387 15.2939 19.6076
threshold=1.0000000180025095e-35 0.58518330826110332 -1.3664195657027294 1.0000000180025095e-35 1.1248358748350926 3.1596628491584919 -0.18769431288052177 3.5900596664414404 0.66595742291584703 2.1406758129868066 1.7422754051869582 1.0000000180025095e-35 4.1763022496218918 1.0000000180025095e-35 -0.43600242462624522 1.4020933145163317 0.97371724083046562 0.5651168191521696 1.0000000180025095e-35 0.76797286715540614 0.096789737480190055 0.27817603692269882 0.68472547306920284 0.82754711167463624 1.1060869660636978 1.456823163211475 1.670457571314732 -1.041529603941888 -0.58110303159459453 -1.0275503935091259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 26 8 7 -7 28 -4 12 19 -12 13 -10 17 16 18 20 -16 23 -15 -14 -3 24 -11 -20 -1 -28 29 -5
right_child=-2 2 4 5 -6 6 -8 -9 9 10 11 -13 21 14 15 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=6.9238746770837464e-06 -4.1412227487716845e-05 -0.00084868474278674319 -7.7058811498689189e-06 -0.00025237617709527617 -6.3407021703280826e-05 0.00055204789246974238 -6.5417086904871578e-05 -0.00053935299546801878 2.4174945352398189e-05 -0.00010541504129990775 0.0011840310767006032 -0.00052745653462377075 -0.00093667777753685632 -1.2101505983741728e-05 6.4712582310773033e-05 0.00063663323578907268 0.00039124865125381056 -0.00015525864843200337 0.0002877041429014962 -0.00066555977789661011 0.00024502459688368282 0.00070392328124779455 0.00049566795475862978 -0.00073168054565056722 0.00071739482800121262 -0.00025571567986005259 0.00015651249245584456 -0.00013937547351482423 -7.0317129339196225e-05 2.1028897005704241e-05
leaf_count=136905 71831 202 20171 1954 8698 381 384 554 15406 1056 87 44 129 2589 6970 393 1553 1809 3137 308 1885 25 53 183 108 232 1267 8257 52884 22476
internal_value=0 -0.00322816 0.0259092 -0.013417 0.0281213 -0.0449357 0.271864 -0.0491741 0.0424902 0.0691026 -0.136791 0.711031 0.0798232 0.0832156 0.128063 0.178778 0.162647 0.0255606 0.127171 -0.209584 0.101311 -0.612964 -0.576147 -0.108478 -0.0247647 0.25411 0.00132583 -0.0988714 -0.0465568 0.00314233
internal_count=361931 290100 65038 225062 64783 78633 765 77868 56085 35914 1786 131 34128 33974 18568 12285 11892 6283 10339 1655 4474 154 255 1347 1164 3369 146429 9524 77314 24430
shrinkage=0.000980392


Tree=5639
num_leaves=31
num_cat=0
split_feature=1469 1230 1048 20 0 909 21 1454 116 1052 1097 892 1460 557 913 862 844 846 694 357 1 1469 415 214 358 1315 706 284 633 1452
split_gain=7.72557 15.0067 19.6584 16.5021 15.7533 14.8859 15.6211 21.1919 17.7137 17.5952 16.3029 18.7708 18.3744 17.4225 15.0647 16.093 18.8686 16.1997 16.1516 15.7158 14.8951 14.8293 19.1304 14.6784 17.0736 14.5626 16.95 14.5357 14.4618 22.8804
threshold=-1.0588145806293296 -0.92106560951488936 0.17302781489470717 0.78420836401026217 -0.34867467654762524 -1.4338809524220963 -0.13431221002227373 -0.9732642227179652 2.2593915598118266 -0.042151696961733355 -0.95342879297703587 -0.27465669603247284 1.0558419270737807 1.500552101800493 -0.19465805498663941 1.0000000180025095e-35 -0.37259331104726318 0.1628686740164963 -0.86167961095619316 -1.1665462023349533 -0.56014889675495716 -1.2437168825088454 -0.62444918321609 -0.76651810695756428 -0.87079246979787384 0.88842493646328802 0.49717953014121424 1.1768849945392705 0.38699821254326477 -0.67361960556891953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3 7 -7 14 -10 20 13 -13 -12 15 16 -8 -18 19 -17 27 22 -20 -11 -25 26 -24 -9 29 -16
right_child=-2 5 3 4 -6 6 8 10 9 23 11 12 -14 -15 28 18 17 -19 21 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0087064861118118283 -0.00034821461339015579 -0.015161622503501544 -0.00089305503759096519 0.00018558789965936691 0.03664128863042581 -0.031838078738624591 0.0025413881131899512 0.011215172624762246 0.0033042523610112735 -0.0023337143427254615 0.0046385599130429403 0.013430043948994936 -0.0046624299170478041 -0.013286904849074681 0.011101105733865661 0.046955055493414402 -0.007226943446749629 -0.036001796474630844 0.019523423833255098 -0.013171549015913964 -0.0058114313760116781 0.013142506720095865 -0.015601179817764672 -0.052025482067725587 0.064571343050255053 0.026236768676220337 0.011216687994387065 -0.0123112027350336 -0.010004205216081568 -0.0047899489866548564
leaf_count=4848 310540 863 2558 302 314 252 2652 1833 446 76 9141 5344 790 724 1486 59 1202 349 484 732 3960 2964 1052 23 161 156 382 426 3281 4531
internal_value=0 0.0234591 -0.0723376 0.0652084 0.397873 0.0392324 0.0443297 0.0854355 -0.000898329 0.340978 0.0921019 0.126014 0.222357 0.0675991 -0.0138497 0.045598 -0.0641169 -0.267998 0.118062 -0.17629 -0.0181214 0.163074 0.0225108 0.779316 1.09507 -0.0959302 -0.166587 0.129831 -0.0795928 -0.0140192
internal_count=361931 51391 8022 3174 616 43369 42506 22470 20036 706 22218 15999 6134 9865 19330 10032 4203 1551 5829 791 6219 5038 2074 260 184 1590 1434 2259 9298 6017
shrinkage=0.05


Tree=5640
num_leaves=31
num_cat=0
split_feature=21 1258 1449 423 1177 85 1191 1140 1 738 772 16 1470 255 416 285 900 1019 1386 977 839 626 1324 1024 1380 1314 1323 420 1235 1049
split_gain=7.70675 10.3813 9.1955 13.222 8.40569 11.8942 8.92334 8.56885 8.29594 8.27279 17.9753 11.882 12.4197 18.4379 13.3606 12.5346 12.1277 11.725 12.302 13.9114 11.8369 14.1583 18.4059 16.9996 16.8555 16.1379 15.17 15.1254 14.8623 17.5066
threshold=-3.9164670491403295 -0.85376999021580235 0.74561756370782817 -0.024132474879682755 1.2352391272322201 0.064314915114134202 -0.93175966142138666 0.68702207920178304 1.0905075517049421 1.9295056354574502 0.94391587442470348 1.2675223305436238 -0.98796597282335841 1.9282309809988389 -0.66257353620395809 0.84478328364439681 1.7837725633445303 2.762268348496788 2.5056922461185365 1.2470647409097693 -0.36704308305258343 -0.35746415175843377 1.0451570058561412 -0.55949530861756192 -0.0093046931500973696 1.3807495211207808 -0.67174144198044183 0.78434656288069027 -0.34006977427296536 1.6247608304535173
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 6 -6 -4 -8 -3 -2 11 16 13 15 -15 -13 17 18 20 -20 21 24 26 -24 -11 -26 -23 -27 -28 -30
right_child=9 2 4 -5 5 -7 7 -9 -10 10 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 -25 25 27 28 -29 29 -31
leaf_value=-0.037129689766215258 2.3973149146033022e-06 -0.0048969794717196036 -0.03117289345440229 0.017657834264426461 -0.080294537824024459 0.03116037452033231 0.048293046771608922 -0.012101638748710397 -0.10790388807495671 0.0074052996365987197 -0.011476925121629429 -0.040609135432938426 -0.018375479934880905 -0.042791178850603601 0.085706228929027808 0.055129292308955219 -0.018643825483536988 -0.03696569393501218 -0.03052210638983445 0.040216950843436801 -0.00089870678305551733 0.0011400092361292106 0.017848559995892795 -0.051255402366138847 -0.022343426335059053 0.081333700782410423 0.052731234886942285 -0.053394854752803117 0.013378363857595749 0.065037783730965304
leaf_count=53 343089 23 27 91 21 38 280 41 22 1683 3213 89 1186 21 51 24 534 147 407 43 7973 601 99 148 762 41 295 27 823 79
internal_value=0 0.272145 0.37208 -0.155329 0.559167 -0.29419 0.702357 0.816613 -1.22092 -0.00245746 -0.0556054 -0.018655 -0.25604 0.320673 1.22439 -0.331301 0.00304307 0.0183066 0.0259259 -0.420677 0.0396239 0.144954 0.301351 -0.374509 0.0137055 -0.320708 0.387882 0.869071 0.536815 0.391972
internal_count=361931 596 543 136 407 59 348 321 45 361335 18246 15033 1371 185 72 113 13662 13128 12981 450 12531 4558 2045 247 2513 830 1798 68 1197 902
shrinkage=0.05


Tree=5641
num_leaves=31
num_cat=0
split_feature=785 519 713 930 848 921 783 1443 762 476 1089 734 1384 991 852 609 1458 1036 791 746 809 289 1437 651 222 854 797 84 797 965
split_gain=12.6558 11.9513 15.8504 21.4375 19.5435 19.2762 40.6309 20.6579 22.0522 19.1497 20.3601 22.8327 22.2841 18.0696 21.4997 16.8987 16.3604 16.3496 16.2698 29.0108 24.3539 21.3939 19.8202 19.3777 18.679 17.5476 69.2151 18.2802 18.2552 21.501
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.52296557744356353 1.0000000180025095e-35 1.0000000180025095e-35 -1.1212721884271903 0.92095852375103993 1.0000000180025095e-35 2.2685729398725978 1.5460827014339922 2.3640553960423323 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 2.014354030516309 -0.87473648844905705 0.63961785378869596 -0.010139945829889745 0.63961785378869596 -0.45591238426429986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 18 7 8 13 -2 17 -12 -13 16 -15 -16 -7 -11 25 20 21 -20 -22 24 -23 26 27 -4 -27 -30
right_child=1 -3 5 4 -6 6 -8 -9 -10 10 11 12 -14 14 15 -17 -18 -19 19 -21 22 23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=3.7604263081558093e-05 1.4626624814913545e-05 3.750601008369951e-05 -0.00022926489656278974 -2.8991450517331436e-05 0.0003648279718682266 -4.4748288517057406e-05 0.00026206146289709079 -0.00012141955807546718 0.0002356796956811277 2.7542839922496729e-05 7.1597224325638169e-05 -0.00039031507759703505 0.00037593518587807946 -9.6057103404029658e-06 0.00034212761317929663 -0.00048070319762637275 0.00025032715743054891 -0.00098498015086919636 -0.00028325899390214721 0.00010157570917664123 -4.6620779937193587e-07 -9.480366947629838e-05 0.00023593455466919182 0.00028748838040007708 0.00027641454484691758 -3.8300607621065417e-05 0.00026487089765479311 4.3556462133701399e-06 -3.3506960711610939e-05 -0.0001554572586189333
leaf_count=29559 15400 21518 3481 30444 623 17242 3076 6926 2064 3379 2808 200 2948 2666 1804 123 925 102 5860 10309 28211 21582 1632 775 829 103959 3676 3851 14492 21467
internal_value=0 -0.0112227 -0.0154666 0.0195782 -0.0209593 -0.0240949 0.0266218 8.1826e-05 0.0291772 0.0706424 0.145627 0.219086 0.34053 0.00667493 0.130862 0.297771 -0.028026 0.00377233 -0.0331308 -0.0010498 -0.026349 -0.0914724 0.0160324 -0.0603247 -0.0785656 -0.0473357 0.0399501 -0.102736 -0.0554599 -0.10465
internal_count=361931 332372 310854 55904 31067 254950 34826 31750 24824 24837 9437 5956 3148 22760 4593 1927 18167 3481 220124 69198 58889 29046 29843 23186 22411 150926 11008 7332 139918 35959
shrinkage=0.000980392


Tree=5642
num_leaves=31
num_cat=0
split_feature=1078 789 381 444 698 694 649 903 11 373 70 577 842 485 129 276 760 856 1255 4 897 1395 1111 75 219 1050 1124 8 418 570
split_gain=7.80091 10.969 15.558 14.88 14.6441 14.5593 16.0879 18.6933 15.2479 16.2978 15.2139 18.3419 15.0573 18.6977 17.301 16.337 16.2812 15.0023 14.4951 14.5129 13.9991 17.7633 15.3356 14.6329 14.5888 17.2948 13.9852 13.8902 13.8757 14.1902
threshold=1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 1.0617732612454149 -0.26733251094704602 0.99613187014513171 1.0000000180025095e-35 1.0622898945854642 -0.21129265873068834 1.0000000180025095e-35 -0.79777741233891397 0.49174072502200222 -0.18858970134277617 -0.19671399814738894 1.0000000180025095e-35 -0.14886677793130385 1.590639573444639 1.4211049687363173 2.0367395362273379 -0.72912827581104567 -0.76031170104728585 -0.66847678675708744 -1.1368334377418734 0.32724194662762474 -0.51980311732597484 0.079695281045411501 0.024116686389840564 -0.39998977598770485 -0.69269691976495429 -0.09905039185359793
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 12 -8 18 -9 -12 13 17 16 -15 -14 28 -10 -20 22 23 -11 27 -23 26 -26 -22 29 -3
right_child=-2 2 -4 4 -6 -7 8 10 9 20 11 -13 14 15 -16 -17 -18 -19 19 -21 21 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00040987050737731806 -0.0013771673055840185 0.039076021238435281 -0.0054991088549657353 0.0036503961518718113 -0.013477158097399368 -0.006100750027528766 0.0049221501639540675 0.049740782872351418 -0.011903525117589291 -0.034130434521186748 0.021468893176160728 -0.021327186536993073 0.0095604257640353914 -0.024268687065671771 -0.014764954902651409 -0.00066957635835772356 0.052351016482193251 -0.051681643347022625 -0.03119506733750034 0.05716084382465552 -0.041719020650835097 -0.036090642226025392 0.034348312861967295 -0.020938944373678599 0.034712388602157966 -0.016913995912521618 -0.012449626821192435 0.054764745191472231 0.0021033691522690024 -0.011369796579678973
leaf_count=257653 71586 282 10452 938 1960 3303 3292 170 3090 52 714 184 3203 763 485 898 104 74 39 72 28 240 267 75 184 379 142 140 1061 101
internal_value=0 0.00291169 -0.0368393 -0.00212332 -0.15401 0.0214552 0.0496703 0.121518 -0.0248306 -0.108659 0.400984 0.277198 0.0778003 -0.0445728 0.1708 -0.217295 0.220177 0.14491 -0.206795 0.594762 0.08043 -0.0340552 0.487911 0.519498 -0.171035 -0.0299891 0.345237 0.855095 0.191635 0.545666
internal_count=361931 290345 32692 22240 2898 19342 16039 8039 8000 4708 1068 898 6971 3179 3792 1661 3307 1518 3201 111 1507 1188 319 243 945 705 326 168 1444 383
shrinkage=0.05


Tree=5643
num_leaves=31
num_cat=0
split_feature=764 1397 1459 1322 555 84 1116 559 296 1186 1298 578 1455 911 1173 1187 1105 688 1207 1257 704 968 70 630 1379 216 2 359 225 404
split_gain=7.73955 12.997 12.2566 13.6043 13.4591 13.2471 13.4191 12.7168 12.4798 12.7366 11.992 11.725 12.0866 11.8052 13.6482 11.6744 11.5048 15.0763 15.2946 15.0535 13.4178 12.8185 12.2294 12.1904 14.0101 14.5927 15.7904 15.1232 14.98 14.2234
threshold=-1.0384766776915233 2.5216531582607176 0.49900387419946662 1.0852794626332913 1.8320345679948276 -1.5941159994560015 2.7104028592670404 1.3967903868193867 -0.63114436330655466 -1.896358543951125 1.5690779363521359 1.1070026357714988 0.80851755981579754 2.6317621507856819 0.36238395546502405 2.9233416704799109 -1.0892454871865107 1.0000000180025095e-35 -0.54929646236018115 0.23421949810451759 0.33923655390018786 -1.4571170750457065 -0.41146000070549754 -0.97820199055739776 -0.46400378737749509 -0.19679723469035987 1.7013192190468605 0.061505930387022796 -1.1350189457665665 0.76881834321921005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 15 -5 -1 8 -8 11 10 -10 12 13 -7 -15 -4 17 19 20 -11 -19 -20 -23 -18 25 26 27 -25 -29 -27
right_child=-2 -3 3 4 -6 6 7 -9 9 16 -12 -13 -14 14 -16 -17 23 18 21 -21 -22 22 -24 24 -26 29 -28 28 -30 -31
leaf_value=-0.011853192385815815 9.0504719059037437e-05 0.01193129908191521 0.0031676566731907631 -0.014982619745351273 0.033861267740676569 -0.00099921966988339678 0.0060358088420350876 0.047263255152168615 -0.039020645291092886 -0.032838940277547211 0.053133829276762246 -0.015798465613346635 0.013280529382422624 0.010253947326728888 0.080710692850422525 0.042542294421477403 0.0026835387275437467 -0.016297246295278161 0.048697188735631086 0.0024084178431734108 0.1189291972906885 -0.047088030364764111 0.0084688948638421101 -0.00017336133934241742 -0.008302431582752413 0.016646497908873615 0.037128443756023762 0.074807724471208856 -0.030840252555020799 -0.012767133140082454
leaf_count=3284 319728 1107 7384 1042 79 7319 563 119 410 963 23 765 1134 149 37 84 3758 22 44 297 22 109 123 915 9919 1331 103 25 621 452
internal_value=0 -0.0354427 -0.0430996 0.0380116 -0.217087 -0.0681794 -0.0511354 0.2704 -0.0611191 -0.101449 -0.624875 0.0152041 0.0404624 -0.000757278 0.556994 0.0754887 -0.0922759 -0.313905 0.125089 -0.473704 1.40969 -0.0825026 -0.328246 -0.0723639 -0.112799 0.0324768 -0.140747 -0.214305 -0.534037 0.205896
internal_count=361931 42203 41096 8589 1121 32507 29223 682 28541 19137 433 9404 8639 7505 186 7468 18704 1580 320 1260 44 276 232 17124 13366 3447 1664 1561 646 1783
shrinkage=0.05


Tree=5644
num_leaves=31
num_cat=0
split_feature=1430 1160 1092 809 1469 1436 422 956 145 483 800 900 734 726 1318 498 558 1391 194 76 215 557 907 1392 356 568 836 363 773 1407
split_gain=11.6673 27.1541 17.0029 16.0762 17.609 17.5631 15.6692 16.6842 16.1904 16.3321 15.0826 15.2743 15.4912 17.9304 19.216 18.62 15.8024 15.6187 14.2496 16.4886 17.4349 15.6072 16.4072 15.7729 14.642 14.5444 19.8502 14.9884 15.9374 14.2497
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0127093791323547 1.0000000180025095e-35 -1.2673214316849539 1.0000000180025095e-35 0.14226136863936198 1.8798048064557757 -1.1833957234287078 -0.79564774984280551 -0.57812715656594349 1.2843353117411589 0.85494804639094091 1.0000000180025095e-35 -1.0488552218506111 -1.2247335299769804 -0.25496591607201563 0.97457310313754897 0.58307762070518543 -0.10857851238729684 2.569306742840157 0.4194830439783816 2.8261612301154702 -1.2412458580349917 2.1381824551850035 2.6383299679976076 -1.3118401018469763 -0.60397846182455972 2.7582104949083646 -0.46319164704214033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 18 4 -1 6 8 -8 9 -6 11 -2 16 14 -14 -16 -13 -18 19 24 -21 22 23 -20 25 27 -27 28 -3 -23
right_child=10 2 -4 -5 5 -7 7 -9 -10 -11 -12 12 13 -15 15 -17 17 -19 21 20 -22 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=6.5390230791263429e-05 2.6053338513818714e-05 0.00012130936206467888 6.7318198103188078e-05 -1.0913102517191153e-05 -0.00045568468061730479 -8.6135773986700077e-06 -3.9721823984327365e-05 -0.00059917631628764677 -0.00019659678961454676 0.00031727777401856368 -6.7593041733426778e-06 0.00022090567020645847 0.00090888831830957569 0.0004116427985663575 0.00076078654940510025 -0.00098462209129262981 -1.5638615822796544e-05 -0.00070523885999311921 -0.00031267741462916263 -9.1728034426354034e-05 0.00045559670347976924 0.00013804704520015289 0.00072312564123097752 7.8769702992795057e-05 0.00032996545994727768 0.0010104245377173524 -0.00057892086721273524 -2.9830130794421427e-05 -0.00073061121443569635 -0.00012817256723742838
leaf_count=3225 33315 5942 13768 22218 501 8873 12381 747 28696 1172 160013 1455 41 1473 32 133 1164 199 662 25175 264 1281 175 13413 719 49 451 20350 157 3887
internal_value=0 -0.0245831 0.00132545 -0.065451 -0.0951948 -0.112112 -0.141312 -0.0599677 -0.183754 0.139856 0.00317483 0.0436864 0.164956 0.331705 -0.256737 -0.61718 0.0628886 -0.109418 -0.0147619 -0.0371631 -0.0854617 0.0354491 0.074409 0.0656728 0.00180652 -0.00721474 -0.424376 0.000170073 0.105766 -0.0670484
internal_count=361931 164106 86293 77813 55595 52370 43497 13128 30369 1673 197825 37812 4497 1679 206 165 2818 1363 72525 53107 25439 19418 14250 14075 27668 26949 500 26449 6099 5168
shrinkage=0.000980392


Tree=5645
num_leaves=31
num_cat=0
split_feature=545 1442 322 910 503 1181 362 513 834 972 352 569 1388 1313 428 971 1178 155 697 843 1218 215 846 417 740 1454 1463 1449 1466 1467
split_gain=12.3437 15.2651 16.8854 15.4567 15.9269 16.5107 17.2519 16.7637 16.2152 15.6439 15.0104 14.7847 18.3766 17.9373 17.0239 16.9937 17.4359 14.5971 14.4638 14.3705 14.2432 14.7976 21.269 14.9109 15.6996 14.1136 36.1929 31.2936 28.4248 25.4242
threshold=-1.0372938969678034 -1.2625182715263061 1.0000000180025095e-35 1.1864709727902141 -0.92115969566800648 1.804296067898749 0.63709073586708376 2.0831197595613671 0.35807936239523669 -1.3233650068126794 1.3419366905206014 1.251596859177363 0.78813751225193751 -1.4937025404763973 1.6247018280565928 0.9970754427091939 -0.42899803340743276 1.3991578153053619 1.8266976228282321 2.539957888746601 -0.45767874637388051 0.78515720817408685 -0.43277419530719496 0.71593279198100024 1.0000000180025095e-35 -0.91909735138557946 -0.37812388882570003 -0.016736665957810089 -0.27546937187240134 -0.22023664855122008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 11 9 10 -9 13 -13 15 -15 -6 -17 -5 -14 25 21 -4 -23 24 -24 26 27 29 -29 -3
right_child=1 19 20 17 5 6 -8 8 -10 -11 -12 12 18 14 -16 16 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.3549499345002237e-05 0.00018151613989941278 0.000526375228796859 -0.0002985791862411888 -0.0001151716109473407 -0.00040160902609080842 0.00010089921663832793 0.00076563400300110258 0.0016619527701785962 -0.00066521896162904579 -0.00019390949725968081 -0.00099960105092780703 5.8365517697645157e-05 0.00076209318822276901 1.8806655097495723e-05 -0.00033385240278743507 -0.00047530220729751274 0.0010099342603864967 -0.00069032407853580045 -0.001292628691143691 0.00019894261429259606 -5.9012903147084724e-05 -0.00038958342995855957 -0.00068961580612421564 0.0009549439136493442 0.00036310961647344209 2.095175938912739e-06 -8.7509826795298301e-05 6.0214020538192867e-05 -0.00099086210651103362 0.00010382534409492455
leaf_count=94059 2858 1610 5212 2402 1488 824 218 38 424 692 20 1275 307 12372 815 107 112 345 26 1751 11205 486 220 161 351 216829 3226 1050 188 1260
internal_value=0 0.00039565 -0.0453783 -0.00580311 0.0168281 -0.00998083 0.260019 -0.0300656 -0.300554 -0.0981781 1.03936 -0.00819568 0.221235 -0.0327742 -0.00447078 -0.300389 0.386335 -0.176675 0.669193 0.00712321 -0.112549 -0.22807 0.0353724 0.332804 0.0953639 0.005425 0.105608 0.242022 -0.0712597 0.366748
internal_count=361931 267872 41958 24323 21576 18718 1042 17676 1174 750 58 16502 1608 14894 13187 1707 219 2747 333 225914 17635 6430 1218 732 571 224163 7334 4108 1238 2870
shrinkage=0.000980392


Tree=5646
num_leaves=31
num_cat=0
split_feature=728 813 1100 800 791 714 993 1234 513 861 1080 981 899 921 507 583 219 803 1047 620 1306 588 508 564 923 359 741 605 20 485
split_gain=16.7215 14.8128 14.6663 15.4599 20.3955 27.6403 22.0322 21.675 25.3686 26.4066 20.3338 21.0459 20.0979 19.3626 19.0253 18.9282 17.7423 17.6927 17.6134 17.1738 17.048 16.8073 19.9615 16.7887 16.7764 19.3982 16.714 17.3686 17.723 19.9151
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.6293515030253838 -0.57812715656594349 1.0000000180025095e-35 1.0000000180025095e-35 -0.89727091510114898 1.0000000180025095e-35 1.0454229551509682 1.0000000180025095e-35 2.2092738772757108 1.5547011264505639 0.59526813135096279 1.0000000180025095e-35 1.0941628986121894 -0.55326332990463356 -0.20222196125801864 1.9682860324222273 2.5785020864136827 0.88084169889549835 1.8788488985925911 2.250834115212506 0.47029952550098625 -0.62909994435139194 -0.86449023226567734 -0.53092002230767055 -0.65696253498209489 1.0000000180025095e-35 -0.68386138364126381 1.6465251905126392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 14 13 8 9 24 11 17 -12 -7 -5 -10 -17 21 -13 -11 -19 22 -8 -21 25 -6 -9 -28 -29 -30
right_child=1 -3 -4 4 7 6 10 26 15 19 12 18 -14 -15 -16 16 -18 20 -20 23 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=4.0625539508817061e-05 -7.5973322037938755e-05 -1.4791777203688957e-05 -5.5951188224036631e-05 1.2670273767452763e-05 0.00016589688049600023 -2.1257530600066983e-05 -7.4796860631746187e-05 7.7847493156320185e-05 -1.0615690468642001e-05 6.0436491270661848e-05 -6.4333351200132949e-05 1.5249132237584356e-05 0.00023937950939345834 0.00018951905880742467 0.00017337217398488377 0.0001343083628971182 0.0004282659108154247 0.00011205589358285487 0.0004748597273846028 3.6841179538834221e-05 -0.0010474617796448077 4.5230282803690119e-05 -0.00017571229458816421 0.00039841767536009335 -2.4612163011108844e-05 -0.00057469316736986269 -0.00011525171987270931 0.00021087557618416902 -8.0772656356356627e-05 0.00041400073549092411
leaf_count=45054 47070 62020 32810 24549 302 6086 45743 5839 1269 15449 1860 7768 1907 3489 3867 1788 1708 2575 360 1087 87 3787 12680 1341 11152 626 11851 1958 5441 408
internal_value=0 -0.0388716 -0.00152188 0.00413205 -0.00564544 -0.0234654 -0.0440616 0.0284358 0.063905 0.0377155 -0.0567329 -0.0658748 0.0944752 0.0614708 0.0373907 0.204137 0.285141 -0.0803236 0.0391336 0.0892414 0.0891748 -0.0888842 -0.0996088 0.25873 -0.0503341 -0.359799 -0.0245632 -0.059339 0.0267841 -0.0405773
internal_count=361931 109090 252841 220031 174977 114758 86342 60219 34722 29957 76767 73000 3767 9575 28416 4765 3496 64872 8128 17877 2662 62210 58423 2428 12080 928 25497 19658 7807 5849
shrinkage=0.000980392


Tree=5647
num_leaves=31
num_cat=0
split_feature=728 659 480 89 1048 797 854 789 981 710 1449 762 540 1065 153 16 1121 1047 630 585 1254 1050 1041 501 979 15 491 768 414 148
split_gain=11.505 13.1752 13.3909 14.3389 14.3385 17.0173 26.3274 19.1323 22.6827 18.0865 19.094 17.9272 17.612 18.044 19.604 17.5789 20.8311 17.0488 16.6216 16.3984 19.3259 16.2966 16.2753 18.7099 15.8989 15.8645 15.4273 15.9879 16.472 18.2622
threshold=1.0000000180025095e-35 0.62821384419828064 -1.4181283859782512 3.3180485641615811 -1.0627241715616391 0.63961785378869596 -0.87473648844905705 1.1248358748350926 2.2498806313446331 0.79536837128804305 0.90974908063288995 -1.1769617767253704 0.99026637822014563 1.0000000180025095e-35 1.1821204807497361 1.1268350484228615 -1.2231008856500378 -0.45548895426714991 -0.33907042154898792 0.59573659850611882 -1.0895700282914467 0.96011669819982559 -0.80098151910196935 -0.45060728949651629 1.8373353733206352 2.2590761306568292 2.4855199008622759 -0.56703583262240842 -0.43547065608227081 -0.26253743374377742
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 25 7 19 11 12 10 22 18 26 14 -14 16 -11 -10 -6 20 -7 -22 23 -8 -24 -4 27 28 -9 -30
right_child=-2 -3 4 -5 5 6 9 8 17 15 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.640860299348153e-05 -2.9209351894108302e-05 -3.675665067215585e-05 -3.3258267957784338e-05 -0.00048002306838173191 3.7384058860970554e-05 -0.0014549630757050014 0.00030852376880687179 0.00014421339758469498 -0.00017400251661114211 -0.0004704218275837421 9.3499190327784112e-05 5.1204318500128479e-05 0.00044505368554549222 -5.3327676865598814e-05 -0.00011739422980423403 -0.00031990844098754573 0.00016339287624050458 0.00068949475684649197 -0.00013663520249815138 -0.00015075311474066879 0.00041115083514837265 -3.6388652747726684e-05 -0.0001278503425550594 -0.00015227708595808622 -0.00052065166790700435 -0.00049005171357557192 -0.00049262891192663344 -0.00012961489648477298 5.4074431188311968e-05 -0.00025118685446804366
leaf_count=29801 109090 41024 23120 645 6282 43 883 2721 143 288 2283 101617 835 1347 357 537 3585 285 6495 518 1290 458 13773 923 602 428 425 8425 1999 1709
internal_value=0 0.00127418 0.00857914 -0.0448265 0.014984 0.0220478 -0.0322099 0.0321116 -0.033912 -0.0577553 -0.0900241 0.0431344 -0.0469195 0.107336 0.288568 0.0710839 0.121851 0.429731 -0.0443717 0.179149 0.272829 0.299637 -0.119628 0.086707 -0.145921 -0.043085 -0.0781277 -0.06618 0.0156373 -0.0791632
internal_count=361931 252841 211817 30446 181371 157823 25183 132640 18246 22874 18464 114394 17818 2539 1192 4410 3873 428 12777 2309 1791 1748 16181 1806 14375 23548 15279 14854 6429 3708
shrinkage=0.000980392


Tree=5648
num_leaves=31
num_cat=0
split_feature=785 519 713 930 921 783 848 1443 852 735 486 86 1028 1041 566 791 746 809 289 1437 706 854 797 84 797 965 414 1243 1035 578
split_gain=15.0856 13.4706 19.9326 23.5492 22.2814 44.5885 21.118 21.0693 23.3315 22.1346 19.7721 19.6347 18.6404 18.2734 17.2738 16.9771 29.8865 24.5215 22.0576 19.9205 19.5487 17.6761 71.0832 18.3184 17.189 21.7833 22.8516 17.3144 19.0405 16.8998
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 3.5086024243106082 1.593744732512876 1.0747610123934368 2.2560756724538602 1.8692550303841236 1.4680215992272687 -0.35861621905537377 1.8123759085271225 2.2401583428922476 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 0.03945264047130545 -0.87473648844905705 0.63961785378869596 -0.010139945829889745 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 0.1517318052922412 -0.34755022397939389 1.1070026357714988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 15 7 -5 8 9 11 12 13 -2 14 -6 21 17 18 -17 29 -20 22 23 -4 27 26 -26 -23 -29 -19
right_child=1 -3 4 6 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 19 20 -21 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=4.0361011745382114e-05 -1.1137157302260551e-05 3.8813516831680591e-05 -0.0002345207362059251 -2.8958039194880339e-05 -4.0872013346096625e-05 0.00027370062812875836 0.00038085775263851441 -0.00012304024435832089 0.00016651628924333698 0.00023102195651461064 0.00031000138989082586 -0.00029187767082297509 0.00011861501795756228 0.00034042641456353076 0.00033626565997851068 -0.00028927914779588147 0.00010016833718198401 -1.848884981206087e-05 1.8178731374093718e-05 0.00023327478096423203 -0.00013991072281010735 -2.347674176523192e-05 0.00026441499714170951 -8.5776231021481109e-07 -1.1505052345062e-05 -0.00017531691916299437 -0.00021806707191270603 -0.00017972379806032042 -4.801846551629916e-05 0.00021592675606224638
leaf_count=29559 12574 21518 3481 30444 15798 3076 623 6926 4521 1534 1436 1674 10827 741 556 5860 10309 26230 10268 1632 12918 71738 3676 3851 15858 16005 4096 12068 20153 1981
internal_value=0 -0.0129247 -0.0174271 0.021879 -0.0270912 0.0274128 -0.0205969 -0.000404984 0.0289724 -0.00669962 0.075417 -0.0313536 0.0574927 -0.009432 -0.0259221 -0.0367973 -0.00404341 -0.0296946 -0.0949896 0.0128097 -0.063344 -0.0512952 0.0362729 -0.108119 -0.0594405 -0.107153 -0.0534949 -0.043551 -0.0954758 -0.00372391
internal_count=361931 332372 310854 55904 254950 34826 31067 31750 24824 20303 24837 18769 23401 17095 16354 220124 69198 58889 29046 29843 23186 150926 11008 7332 139918 35959 19954 103959 32221 28211
shrinkage=0.000980392


Tree=5649
num_leaves=31
num_cat=0
split_feature=125 740 678 603 530 917 752 1365 771 1246 626 353 540 960 1287 864 1383 761 1443 775 1188 153 1414 1124 348 975 1326 633 216 790
split_gain=7.9554 16.1657 15.6499 17.5708 16.7833 17.9841 14.4025 17.1409 15.2489 16.9442 15.9264 15.8393 14.0512 16.6568 15.9828 13.8973 16.7839 14.7282 14.9489 14.6287 14.5556 14.5249 14.4217 13.4313 13.9118 13.1674 13.1153 14.2876 19.3542 14.1741
threshold=1.5320262332576917 3.6263705611963122 -0.93019531031281677 -0.65487585284458427 3.3365164157945078 -0.12449741628854548 0.16746147319753801 -0.42638832581415231 -0.18805317777384586 -0.94912308403103618 1.2638265347206221 -0.52454547542809438 2.9110317759397999 1.0000000180025095e-35 1.0000000180025095e-35 0.72275257928592751 0.13899492577457914 0.87583841644709748 0.4680404977060143 -1.0607058703336198 2.0608762775566078 -0.10210397335697761 1.0000000180025095e-35 0.7471198112360421 -0.7329884060784545 1.0847776723862184 -1.0443246717672656 -0.12682748399525626 -0.14361175141933466 -0.54913828464972514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 12 -6 7 23 9 10 -8 -10 15 14 -14 16 17 18 19 -4 -18 -19 -23 25 -25 -5 -17 -28 -29 -30
right_child=1 -3 3 6 5 -7 8 -9 11 -11 -12 -13 13 -15 -16 26 20 21 -20 -21 -22 22 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.00029668398985630527 -0.0051958878087529177 -0.036003158748176903 0.023547641875605138 0.0022852517588498439 -0.062683382868822288 -0.00081392945863272568 -0.0010345801112999389 0.0073253993641632644 -0.0076739759750893578 0.017067780969004031 -0.078165094564271065 0.0076816666467245907 -0.0028052587129011302 -0.060089293302768756 -0.069202685936269992 0.023675096384125325 0.009886917919302329 -0.0065497152001664982 -0.025947661984176557 -0.0048183749969074275 -0.032210356084314572 0.041042546979751023 -0.0016945430085384249 0.012412504723157691 -0.032718015044422788 -0.018319449852157776 -0.023099074172987729 -0.012503307923779617 -0.014199069752789038 0.039690189781428992
leaf_count=335155 3751 144 231 2080 100 106 203 2766 995 2443 41 3989 431 89 44 142 3174 269 414 2359 105 223 143 135 436 538 633 550 92 150
internal_value=0 0.0334398 0.0372416 0.0569869 -0.0139252 -0.603939 0.10729 0.0224479 0.166199 0.291721 -0.261726 0.0947695 -9.6453e-06 -0.316303 -0.172954 0.0222353 0.0637648 -0.0374063 -0.102311 -0.0464851 0.173265 0.25076 0.513596 -0.0945518 -0.440872 -0.0307377 -0.157115 -0.216399 -0.0349688 0.452933
internal_count=361931 26776 26632 22881 9255 206 13626 5955 7671 2687 244 4984 9049 564 475 8485 6918 3639 3004 2590 3279 635 366 3189 571 2618 1567 1425 792 242
shrinkage=0.05


Tree=5650
num_leaves=31
num_cat=0
split_feature=785 332 395 203 678 602 1450 1454 1470 74 1461 1322 1459 296 599 486 710 225 1154 342 710 1317 1390 141 554 1436 1470 406 1046 1097
split_gain=16.2589 13.7949 34.5554 20.7686 18.9123 23.4856 21.0511 20.3847 23.8757 24.4249 22.8948 18.9884 18.6363 17.804 17.5765 16.9023 20.8056 17.1177 17.6285 16.889 19.08 16.7879 19.5422 15.7574 15.6052 15.5222 16.7169 18.585 19.7541 18.9705
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.34708990927187483 0.66849908449309148 -0.34557539116087493 0.46457600248903658 0.29719935299617245 0.56712102059263614 2.8731308545368139 -1.466804341704377 2.1181754444417895 0.25299610268015882 2.4014374252695494 1.4335984390013645 -0.35338778544323396 1.0275645940995326 1.0000000180025095e-35 1.0000000180025095e-35 -0.72169128607463562 -0.70364029643597903 -1.0155611831689344 -1.1400843502753377 1.6391053631036938 1.5601477112223734 -1.2126727935954851 1.0000000180025095e-35 1.661935220429694 -0.34591097486072769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 -3 6 12 8 9 11 14 -8 13 19 -10 25 -17 18 -18 21 -21 22 -6 -24 -7 26 -2 -28 29 -29
right_child=1 4 -4 -5 5 24 7 -9 10 -11 -12 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=4.0112615098597048e-05 5.6528286566343285e-05 -1.8361811925628034e-05 -5.0259628833846232e-06 -0.00018686616459707552 0.0003931161824048609 -5.4659517724036208e-05 -0.00039675014481361788 -1.2438938077900793e-05 5.5711185238369127e-05 0.0003545189741299642 -0.0011494387463565731 0.00014929730522703327 0.00043009432986452898 0.00010105315135393992 -0.00072933559099674233 -6.7952745456611617e-05 -6.6952390708892301e-05 0.00088821161232996557 0.00042518612449066217 9.7550822062392767e-05 -0.00014316273722312178 0.00010970629185559644 0.00060601964232626765 -0.0004451898084895608 -0.00052210418357347284 9.4669337149851546e-05 -0.00015674789071189001 -0.00018440094906328099 -0.0004707630825477028 5.4966139550838044e-05
leaf_count=29559 4050 126699 82513 20329 203 7134 416 5857 5813 2712 77 7671 395 4995 122 2607 963 238 751 1720 7537 4079 90 768 322 2620 26922 4817 893 9059
internal_value=0 -0.0151256 -0.0339806 -0.0858221 -0.00230968 0.0315813 0.0513545 0.0954311 0.132968 0.192452 0.0253138 0.132326 0.000344672 -0.00945099 0.0397191 -0.0618263 0.0836678 0.274233 0.188972 -0.0467214 -0.0999721 0.0527329 -0.202411 -0.357123 -0.0755015 -0.0791112 -0.0938195 -0.113728 -0.0315394 -0.00654842
internal_count=361931 332372 155762 73249 176610 49911 42455 22668 16811 10799 6012 8087 19787 19392 5935 52920 4559 1952 1714 14397 9257 5140 1061 858 7456 48361 45741 41691 14769 13876
shrinkage=0.000980392


Tree=5651
num_leaves=31
num_cat=0
split_feature=1430 651 560 386 84 844 556 1223 1114 633 76 349 1045 220 937 138 901 501 627 900 286 913 952 30 968 277 434 9 1181 766
split_gain=7.96583 13.9904 14.8956 14.7329 17.7415 17.0944 17.1077 21.2174 14.8887 16.3818 17.4487 17.4016 15.297 17.0835 14.6695 17.7177 14.8324 14.3546 14.7736 17.3159 14.3623 19.9266 15.8372 14.3019 17.6636 16.1875 15.2853 14.9383 14.201 14.06
threshold=0.54622893720785959 1.1107569744011787 1.6590601587821199 1.0000000180025095e-35 0.31331462367934643 0.77124946134251171 0.45346881734648969 2.5729732861980126 0.89013314597831006 -0.83827844843320831 -0.71741242299275709 0.25792444296500838 1.4276306031694264 0.86946551036713815 1.0000000180025095e-35 -0.51050133973651357 -0.6395350749494445 1.8699384365633156 -0.36913950562933256 -0.25393142319722506 1.0286503225258459 1.2197727409284191 1.0144721835646922 1.0000000180025095e-35 -0.36170761633612519 -0.95303156240948861 0.51900676360213727 -0.85965671130696075 1.5006832467679319 -0.4805302877521363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 5 8 6 7 -3 12 -10 -11 -12 -5 -14 17 -16 -17 20 -19 -20 22 -22 -2 24 -6 -25 27 -26 -21 -18
right_child=1 3 -4 4 23 -7 -8 -9 9 10 11 -13 13 -15 15 16 29 18 19 28 21 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.00046014262668394158 0.005153582610779979 -0.002529695191483414 -0.0037899780717959015 -0.010432001443789784 -0.021380338620185981 0.0051816553660916295 -0.020128305022461542 -0.024646597366809533 -0.032974832017214593 0.066612263579137285 -0.031481692967140658 0.029235928069398148 0.044490355736427907 -0.03126592976017091 -0.0052719516801113019 -0.0061030558223676389 -0.0017376621778535106 0.0053368329294506784 -0.039575852966397977 -0.0019446259266574389 -0.003150664202199518 0.021342518398268007 -0.0023788130314354172 -0.039374728476544135 -0.040037893777680675 0.035823056172943672 -0.027097354892386807 0.034158697376335694 -0.039352233111220075 0.0064178717025336106
leaf_count=276884 31749 4342 6279 1824 257 1415 1336 661 97 89 107 192 134 62 7805 2654 4345 1012 332 1013 6211 452 3931 42 44 373 95 306 174 7714
internal_value=0 0.0163908 0.0277992 -0.0576061 0.0644413 -0.112135 -0.163913 -0.105822 -0.0499085 0.314711 0.501854 0.223077 -0.139733 0.468915 0.0378126 -0.0115538 0.0342108 0.0605077 -0.11424 -0.263918 0.0696657 -0.0285112 0.0868297 0.291391 0.0832254 0.591349 0.338957 0.531531 -0.14067 0.0684477
internal_count=361931 85047 73671 11376 3622 7754 6339 5003 2505 485 388 299 2020 196 67392 22518 14713 44874 2531 1519 42343 6663 35680 1117 702 415 445 350 1187 12059
shrinkage=0.05


Tree=5652
num_leaves=31
num_cat=0
split_feature=614 890 795 727 588 1356 747 785 854 797 710 416 269 1002 921 651 965 768 434 287 1106 283 210 638 660 513 145 498 216 426
split_gain=12.6775 15.9509 18.946 20.5443 30.9601 21.9302 21.8649 20.86 19.3426 50.7791 23.0677 21.1288 19.5612 19.4279 24.2268 22.2634 24.9818 18.8679 18.8408 18.6974 18.9719 21.8951 18.2293 18.1781 17.9119 17.5124 23.5487 20.2108 19.2852 19.2951
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 2.2668746584208797 -0.86283290253235112 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.1947165136132358 0.24204918951595961 0.69854289147193727 1.0000000180025095e-35 1.1107569744011787 1.4967165609810034 1.8936793896627242 3.7374297967062331 -1.3240904332894121 1.5428342503840602 -0.41066699336541324 -0.37641982178211458 1.273276721297012 -0.72421686037558375 1.0454229551509682 -0.74296541412576722 0.76359732391387336 -0.53227489839990338 1.6609284024027213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 -3 5 7 -7 -5 9 -4 13 12 -12 14 -10 16 -15 -2 -19 -16 22 -22 -21 -14 -9 27 -27 28 -26 -30
right_child=1 2 8 4 -6 6 -8 24 10 -11 11 -13 23 15 19 -17 -18 18 -20 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-3.374742505203384e-05 -4.0267865548218621e-05 -1.092470345803514e-05 -5.4213777367340059e-05 9.6930100826787344e-05 0.00023817517985815357 0.00011896183508075184 -0.00034468946638328829 6.0429896370380475e-05 -5.0164487367009999e-05 0.00023858415450003301 -9.6386757590121951e-05 0.00032028845272058938 7.3569918315030667e-05 -0.00010751828409714821 -0.00026470797178230354 -0.00032456031704872234 0.00018982678229286621 -0.00030490128615809391 0.0017811005819114703 -6.9639367598400194e-05 3.5757146620489674e-06 0.00039701874771927312 5.8726029994187709e-05 0.0004953422149399214 -1.7278511753839076e-05 -0.00024626991427003855 0.00021687366311714133 2.9805105400664867e-05 -0.00016644070910372164 -0.0005458913475267068
leaf_count=107272 23784 45699 6883 10493 3726 15848 474 8810 55382 4397 3612 1286 4398 12400 1376 2000 1439 2492 23 8420 1221 1389 17805 458 4493 635 1851 5329 7657 879
internal_value=0 -0.00123123 0.00414426 0.02651 0.0533881 0.0395984 0.107116 0.0101812 -0.0152192 0.0712139 -0.0247634 0.0763791 0.0349489 -0.0355645 -0.021438 -0.10765 -0.0757717 -0.0636851 -0.28529 0.0296459 0.0402785 0.217451 0.0213842 0.11892 -0.0204025 -0.0585813 0.104081 -0.0861688 -0.138131 -0.207474
internal_count=361931 254659 228360 105894 60195 56469 16322 40147 122466 11280 111186 9754 8468 101432 85593 15839 13839 26299 2515 30211 28835 2610 26225 4856 29654 20844 2486 18358 13029 8536
shrinkage=0.000980392


Tree=5653
num_leaves=31
num_cat=0
split_feature=728 659 701 1394 1467 17 1182 1448 624 480 779 83 146 1400 1046 427 1442 1063 1380 408 1114 269 494 1245 1315 779 789 5 1099 689
split_gain=7.94154 11.361 11.4232 13.7685 12.0344 13.6156 15.4284 12.25 12.6963 11.9201 14.8872 13.9419 19.6683 18.793 18.6469 16.8707 18.4745 16.1127 15.2402 15.037 14.9994 15.9057 15.4226 14.2153 13.6958 18.0065 15.4648 14.1613 13.3871 16.9827
threshold=1.0000000180025095e-35 0.62821384419828064 1.8685973006114611 1.5063026837546107 0.254489633896615 -0.30909748158274658 -0.89199564157227096 0.39650259939441518 -0.14643441583988623 -1.4181283859782512 -0.59790142946134683 -0.15165740023059907 -1.5951107763814865 0.46846064399832438 0.64668530749363173 0.90191951322781416 -1.2625182715263061 0.3367470452297312 -0.8657459568737641 -0.62969605530390083 0.97973973649031632 1.0000000180025095e-35 2.4193936371786076 1.036017226245479 0.10341482231026509 -0.045135958975752018 1.1248358748350926 -1.4446075878482116 0.56190344819121218 0.66635842079817542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 -5 -7 -8 -9 10 28 15 13 19 24 -12 18 20 -17 -13 22 -22 -16 -21 27 -26 -27 -14 -1 -30
right_child=-2 -3 3 4 -6 6 7 8 -10 -11 11 12 14 -15 17 16 -18 -19 -20 23 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00017234171344055361 -0.0010831180579485074 -0.001592860257364957 -0.0056364314099820647 -0.019289462945046864 0.033149230431584777 -0.05757743974693344 0.08877944877700937 -0.0177158747578176 0.041434243520758481 0.0010207567843723317 -0.0087491400185707828 -0.0004046323306227104 -0.039401148136408048 -0.012917849491985364 -0.013523858192130013 0.23847565298380322 0.010513811779454251 -0.026772634407548776 0.057287815864016545 0.066649773836957235 -0.010319353857099181 0.046609806000107085 0.079054040294423478 -0.015307080779190555 -0.021486849667859246 -0.0032847083861027764 0.032836014274338909 0.0075949327294294773 0.022326401243720942 -0.0077327296467001724
leaf_count=7501 109090 41024 7109 234 192 35 29 90 98 174779 10573 131 128 197 1086 20 196 860 45 221 155 131 22 40 957 1745 199 3477 1075 492
internal_value=0 0.00422255 0.0110195 -0.0790412 0.221644 0.0225275 0.375882 0.575547 0.347389 0.0142732 -0.0373095 -0.0808639 -0.0110895 0.453405 -0.0418486 -0.156238 0.550002 -0.241805 2.20041 0.762223 -0.0816526 0.404494 -0.22082 1.0896 0.0303793 -0.121671 0.0386206 0.125343 0.0480726 0.269907
internal_count=361931 252841 211817 7787 678 486 252 217 188 204030 29251 20183 9349 589 8760 10834 261 2254 65 392 1394 286 1108 261 6506 2901 1944 3605 9068 1567
shrinkage=0.05


Tree=5654
num_leaves=31
num_cat=0
split_feature=470 395 1367 678 1185 1313 468 602 788 982 1248 1038 549 841 1173 704 1465 1114 1116 768 429 1245 1312 1470 348 56 489 632 984 660
split_gain=11.9941 19.3332 16.1961 15.0262 18.5557 18.0637 21.3935 17.1931 20.3248 17.4407 18.8523 17.1341 16.5987 15.7994 16.6232 21.166 19.7606 22.1783 16.6556 16.5378 20.7368 17.1269 16.2557 15.2568 16.6232 14.9914 15.1908 16.2908 15.8586 15.1416
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61047007421192445 1.0000000180025095e-35 -1.104114706617066 0.15848110904979815 0.44075178722957481 0.66849908449309148 0.38349571241217301 -1.4316776014462174 -0.61012252131204237 1.9327848824679486 -1.3900695809707992 1.1672291848996961 2.437247391288011 1.4136318011682978 0.18254151478801925 0.30769030765026967 -0.86231057954366108 -0.56703583262240842 0.031003019520309198 -0.89821044923534299 -0.67546338385382987 -0.67653020368304262 1.2469007043370424 1.0000000180025095e-35 -0.58137753737464892 -1.5079525468303878 -0.73210299901529019 -0.72421686037558375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 13 -5 7 11 -6 9 -9 -11 -7 -8 14 -2 16 17 18 -16 -15 -21 -22 -19 -18 -25 -1 28 -28 -27 -30
right_child=3 -3 -4 4 5 6 12 8 -10 10 -12 -13 -14 19 15 -17 23 22 -20 20 21 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.00010502158708449455 -1.3721615892661127e-05 -3.411437665846289e-06 2.5221822666507942e-05 -0.00010879925376004877 1.9377187052167274e-05 2.090448460199409e-05 -0.00020180737870993559 0.00050595073583851698 0.00011153028385586882 2.624050617931117e-05 -0.00021215614469552408 0.00026678502830405757 0.00016760711295763154 2.558316840146956e-05 -0.00037382010801477667 -0.00056025749350661598 0.00029638886895284151 1.2504628086019689e-06 0.00038684992826931036 -0.00026854011410669675 -0.00040728917771439043 6.0314911981078009e-05 0.0010511415175061777 -0.00063450925886679259 0.00094699100755465439 0.00019280437422985048 -0.00049063066852173486 6.1036268264207184e-05 7.618635379170087e-05 -0.00029320159243846177
leaf_count=53197 75396 89543 11751 6370 48594 27115 649 189 1849 2064 5330 1295 9127 3648 226 201 277 122 599 4629 597 2353 355 328 39 886 622 10025 960 3595
internal_value=0 -0.0246932 -0.0599931 0.00342008 0.0207055 0.027335 0.0634292 0.00260478 -0.0808281 -0.131815 -0.148399 0.0331149 0.149201 -0.020192 -0.00808211 0.19865 0.271333 0.436076 0.204494 -0.104038 -0.168753 -0.0183965 0.844776 -0.0758118 -0.438648 -0.0794895 -0.0107754 0.0432651 -0.134913 -0.204553
internal_count=361931 170579 81036 191352 102582 96212 38186 58026 9432 7583 7394 28410 9776 88770 77543 2147 1946 1302 825 11227 7579 2950 477 644 367 69285 16088 10647 5441 4555
shrinkage=0.000980392


Tree=5655
num_leaves=31
num_cat=0
split_feature=785 727 519 728 665 650 678 1449 1468 496 1467 1469 1464 1468 1458 21 1449 1460 209 1469 47 1467 85 1148 932 688 139 362 156 1470
split_gain=12.5094 11.9227 11.4765 16.6822 19.4127 19.2502 17.69 18.3816 24.0783 22.5446 18.7246 20.7612 32.0451 26.683 26.035 36.8021 25.5525 20.854 20.7202 20.5584 20.2526 19.4225 17.7191 17.3417 31.9311 17.1586 17.4895 17.7641 16.9147 16.8133
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 4.2005191890951297 1.6923072129381651 0.34708990927187483 0.6853839265082079 2.213655904251008 -1.484178104705044 0.23932947083138087 1.2819698793347565 -0.40927058611327966 0.056726595000534973 -0.68909410285287098 1.5676574675808517 -0.47069643299368885 0.85891196165308137 1.2470654765739884 0.99084710616275229 1.3600231693380471 0.29264998635028766 1.0000000180025095e-35 1.9644670326249816 1.0405860362224371 0.3103329943538381 0.21444067763555075 0.094746304840352569 -0.87096416616185579 0.59680844735900795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -2 23 10 9 -9 18 13 -13 14 15 22 19 -18 -8 -16 29 -14 -12 -5 -25 26 27 -19 -24 -15
right_child=2 -3 -4 4 -6 -7 7 8 -10 -11 11 12 21 20 16 -17 17 25 -20 -21 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.366390020848412e-05 4.3315068399816297e-06 7.6916687629078115e-05 3.6178161478306236e-05 -4.7365612194847806e-05 0.00033249932504205099 0.00013719692182040247 -2.1729683652583622e-05 -0.00051782971971673242 -0.00031828004099182527 0.00011168171035750955 -0.00037776832865504562 -0.00020772987361014592 -0.0010040614023927989 4.8299061245278976e-05 -8.4081110931954903e-05 -0.001137131991664396 5.2074030984528172e-05 -0.00036027536455539132 -0.00017396083443401933 -0.00082681401473932179 0.00065240261567185004 0.00052340011608966385 0.0010742278310758447 9.5631904184292377e-07 0.00041856107728155563 0.00076311453583219867 0.00075218856475738765 0.00057208017403195398 -3.9906692966921638e-05 0.00043556115264444938
leaf_count=12551 52958 17008 21518 161393 731 6225 46773 447 755 11841 1103 571 52 2662 3495 352 4859 323 5105 216 359 1118 62 5849 1036 301 175 148 1224 721
internal_value=0 0.0376892 -0.0115834 -0.0157395 -0.0249333 0.0188506 -0.0262199 0.000317115 0.0766155 0.0994614 -0.0151074 0.0491158 0.286397 0.0231079 -0.0299903 -0.240927 0.0237603 0.116408 -0.0375475 -0.126955 0.188852 0.479918 -0.155044 -0.0423623 0.0711365 0.40714 0.179018 -0.05791 0.0253889 0.131087
internal_count=361931 29559 332372 310854 251671 59183 250940 82662 13043 12288 69619 17741 1741 16000 12258 2741 9517 5806 51878 3711 3742 1170 2389 168278 6885 947 646 471 1286 3383
shrinkage=0.000980392


Tree=5656
num_leaves=31
num_cat=0
split_feature=785 519 713 930 848 921 783 1443 762 1028 991 852 777 609 1458 791 746 809 289 1437 651 222 578 493 1190 305 617 1311 1244 912
split_gain=11.5471 11.7623 17.5442 22.4955 21.0858 20.3485 42.8632 20.6123 22.3614 19.3024 18.1341 21.7144 17.7025 17.4557 16.7865 16.6445 28.7811 24.4367 21.3932 19.4696 19.276 18.4934 16.9744 16.9123 16.8438 17.8917 16.315 16.3095 16.2681 17.7451
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 1.0000000180025095e-35 0.92095852375103993 1.0000000180025095e-35 -0.79402034679008671 2.2685729398725978 1.5460827014339922 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 2.014354030516309 1.1070026357714988 2.0435551016551368 -0.92372121866922929 0.83417411455051516 1.6614250791469047 0.57036434823577087 -0.42624319148977097 -0.10681262964818654
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 15 7 8 10 12 14 -12 -2 -13 -7 -4 17 18 -17 22 21 23 -19 -20 25 -25 -18 -24 29 -28
right_child=1 -3 5 4 -6 6 -8 -9 -10 -11 11 13 -14 -15 -16 16 26 19 20 -21 -22 -23 27 24 -26 -27 28 -29 -30 -31
leaf_value=3.4747475044027611e-05 0.00018416658454631501 3.6468313537466596e-05 -4.7883623964362033e-05 -2.9115420863827788e-05 0.00038033697697907191 -4.5657311684132957e-05 0.00026852425245025468 -0.00012171005400185664 0.00023664066789494604 0.00013954788357183816 -1.0773011639298329e-05 0.00034319787729032643 -2.8524389695854433e-05 -0.00049172979707223427 0.0002532267220474288 -0.00028409836553101197 0.00012900532838411221 -1.5978647867449848e-05 -0.00011033382574214328 0.00023315693133229865 0.00028557699900392218 0.00027360048474456148 9.8102120238078991e-05 0.00052510806549247715 8.6889846706246864e-05 0.0025282641112632813 -0.00026059558326410484 0.0006301948144312265 -0.00039087055322588234 0.00059368668112238187
leaf_count=29559 2471 21518 150926 30444 623 17242 3076 6926 2064 10344 2666 1804 12022 123 925 5860 8885 26230 20810 1632 775 829 1560 106 636 30 350 421 802 272
internal_value=0 -0.0119124 -0.0161199 0.0207541 -0.0207624 -0.0251942 0.0269029 -0.000368506 0.0286905 0.0730817 0.00603655 0.130398 0.0122417 0.297997 -0.0287286 -0.0344768 -0.00203217 -0.0272187 -0.0924286 0.0152334 -0.061285 -0.079471 -0.00112641 -0.0975131 0.315966 1.09217 0.102233 0.223509 -0.158435 0.155326
internal_count=361931 332372 310854 55904 31067 254950 34826 31750 24824 24837 22760 4593 14493 1927 18167 220124 69198 58889 29046 29843 23186 22411 28211 21582 772 136 10309 1981 1424 622
shrinkage=0.000980392


Tree=5657
num_leaves=31
num_cat=0
split_feature=1042 48 1398 149 572 634 774 1326 1244 356 1469 760 1383 1025 1243 1318 78 629 215 777 1449 222 767 430 1469 928 291 392 11 423
split_gain=8.00347 13.6126 13.7846 16.525 15.2453 14.4103 14.0617 13.0429 16.4956 14.7187 14.659 14.1291 14.2859 14.06 14.0663 13.8875 13.437 14.175 13.0689 15.9236 16.0088 15.4218 14.5242 17.7908 13.5923 13.4512 13.0391 15.3396 15.8291 15.1307
threshold=0.91363437831498873 1.0000000180025095e-35 -0.82683015686721717 1.1315693969866802 0.87015398811098099 1.8847960696869146 -0.78878847090889592 0.63041704858725878 2.7497179703115324 -0.68858999041143332 1.3331130692163249 -0.82856470847332264 -1.8390990573274915 1.0000000180025095e-35 2.020289783480568 -0.98819202209369661 -0.92340032559181273 -0.40641825987067215 0.63432331031584421 -0.40802844426127144 -0.58194587055856717 -0.52533973328278794 0.88588104778160826 0.5716905064300658 1.5966972016828689 -0.52992354128753727 1.4333350112630769 1.0000000180025095e-35 0.1430796527993364 1.7563125009791769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 11 -10 26 -3 13 -13 -15 -14 17 -12 19 20 -17 -20 24 -24 -22 -25 27 -9 -29 -30
right_child=1 7 -4 -5 -6 6 -8 10 9 -11 16 12 15 14 -16 18 -18 -19 21 -21 22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=0.00011817762811227651 -0.0025790185556475772 -0.016727821653337371 0.000487957409877447 -0.027380079533285608 -0.019819182423258766 0.079889107368771542 0.0098516140182228398 -0.0034874325309291495 0.066099251534265907 0.00063308518946344474 -0.050306957393321299 -0.031364359012910126 -0.016491910278995419 0.060436642471563898 -0.05985003337956897 -0.0096152595742824715 -0.029424295827794683 0.067351417712263703 0.0052677732454821363 -0.0056054541100960167 0.020190212076376536 -0.018148686829676412 -0.039649325829742822 -0.046688553292422191 -0.033081974542114825 0.073455536460191581 -0.020529081246847367 0.024309393007129976 -0.0045156371542877573 0.056275658650401662
leaf_count=295909 3612 2234 41449 623 931 46 164 1333 72 139 37 72 1858 158 31 797 434 41 591 5478 1629 1810 213 26 106 43 301 1015 706 73
internal_value=0 -0.0286278 -0.00580971 -0.129017 -0.0800487 -0.013277 0.617989 -0.0888251 -0.126217 0.54982 0.039228 -0.13779 -0.103149 0.562238 0.935258 -0.11533 -0.391925 0.586008 -0.0779265 -0.0237706 0.138983 -0.241659 0.262998 -0.32944 0.349469 0.733388 0.094454 0.141762 0.287101 0.0182779
internal_count=361931 66022 46825 5376 4753 3822 210 19197 15257 211 3940 15046 12812 261 189 12551 512 78 10693 8292 2814 2401 2017 282 1735 69 3428 3127 1794 779
shrinkage=0.05


Tree=5658
num_leaves=31
num_cat=0
split_feature=50 56 1470 1311 838 1454 1366 426 1278 1434 138 237 140 432 634 85 1316 1465 1465 775 1464 221 1465 1462 772 227 1220 1463 21 908
split_gain=7.98119 15.1276 15.5573 13.7126 14.7618 13.4058 18.2125 14.3846 13.9203 14.3487 15.2232 14.5049 16.7275 15.0387 16.5329 15.4284 14.4385 13.5886 14.2012 18.2999 14.2098 15.8692 14.3291 13.8046 15.9215 23.3915 13.4751 13.4697 17.6295 14.8986
threshold=0.55630078546380823 1.0000000180025095e-35 -1.3782462404802098 -0.89512483486369032 -0.50603044400134911 1.0692506903199488 2.0183251275724516 -0.54899407641352538 -0.83524910397751784 -0.42195508979895918 2.0146856723645938 -0.50685281404029048 2.1120705846388401 -0.39108865090447525 -0.47649877014143199 -1.0349858743265696 -1.305235747291192 1.4537820900595428 -0.42261094208562427 0.53245818454237337 1.8829436135215958 2.4681469724424203 -0.34116687556432201 0.12952062316255503 -0.54928595030247329 -0.47700585118989969 1.495477173205306 0.81213066671073209 0.43301101584543472 0.66082307459608447
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 17 8 9 -4 11 12 13 14 16 -16 -11 18 19 23 21 22 -20 24 25 -7 -19 29 -29 -22
right_child=-2 2 5 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 26 20 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0016383742567094705 0.00080898566149180309 -0.043694914702791202 -0.011712361430113914 -0.030180363659240896 0.049114294754759202 -0.012816328328833225 -0.020508340781044954 0.0015659376268671401 -0.0001448489262510358 0.075090518139538154 0.032979878074918277 -0.0089892449931861795 -0.05481459513233914 -0.0022178789157044905 -0.011791206844950667 0.052514695377780335 -0.01300071914594028 0.0066607176606856156 -0.040473411470923551 -0.010274828046650836 0.0060862816002403806 0.014102376843717747 -0.0083678152087444391 0.01107488984626427 -0.0070562275648347987 0.02384723802739732 -0.015825185562407539 -0.039962380989874279 0.008804696573054209 0.044900706634812888
leaf_count=123658 84163 40 4362 381 52 409 760 85857 39539 31 187 2323 77 852 91 252 260 3162 190 1563 544 367 7352 1962 1956 689 351 167 200 134
internal_value=0 -0.00932732 0.00487002 -0.405948 0.349102 0.00620767 -0.0487412 0.0148534 -0.0209775 -0.12127 -0.0129529 -0.0507655 0.147601 0.207811 0.487749 0.81112 -0.0186586 -0.035606 -0.0655053 0.0153498 -0.124507 -0.159478 -0.183456 0.0813313 -0.0205222 0.215217 0.0871679 0.1116 -0.228674 0.289896
internal_count=361931 277768 154110 473 92 153637 19806 133831 47974 8435 4073 3886 1563 1486 634 343 291 19046 15533 6579 8954 7909 7542 5016 3054 1098 3513 1045 367 678
shrinkage=0.05


Tree=5659
num_leaves=31
num_cat=0
split_feature=785 519 728 650 921 783 1443 852 735 86 791 746 809 289 651 1437 1041 1459 1324 917 578 13 773 1311 566 493 581 854 797 84
split_gain=14.643 13.441 17.7846 18.4009 18.327 43.9254 20.4963 23.8245 22.788 19.4792 18.8748 30.4877 23.0842 20.7934 19.6362 19.6349 18.2714 17.828 17.4654 17.7258 17.9634 17.1177 17.8605 17.8752 17.0595 16.7393 17.5928 16.4942 68.7762 18.333
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.6923072129381651 1.0525743831388839 2.2099560249315608 1.593744732512876 1.0747610123934368 2.2560756724538602 1.4680215992272687 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 1.8123759085271225 -0.06045160922923843 0.70036819076278212 -1.2149334638529161 1.1070026357714988 -0.17189113104522832 0.30711866236834834 0.052484712102878438 2.2401583428922476 2.0435551016551368 0.82499989687732411 -0.87473648844905705 0.63961785378869596 -0.010139945829889745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 6 7 8 9 16 27 12 13 -12 17 18 24 21 19 -14 -21 22 -15 -24 -6 -19 -27 28 29 -4
right_child=1 -3 4 -5 5 -7 -8 -9 -10 -11 11 -13 15 14 -16 -17 -18 25 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=1.8254235216323476e-06 -3.3798336035137173e-05 8.7242286227545324e-07 -0.00027311974358052907 9.5407259339610445e-05 -8.3978824690107343e-05 0.00023034007815409956 -0.00016268640957481858 0.0001261148032658625 0.00019216728283041743 -0.00033357467111026307 -0.00031701856674280088 6.6620539166229996e-05 0.00039514604140036206 -0.00015351893058473639 0.00025313963021025696 0.00019458917958162242 0.00029880875536860785 -4.3906833957869148e-05 -0.00014473473475707245 -3.6899605149611987e-05 0.00023924026695575272 -0.0002615374130469546 -8.932018152100319e-05 0.00051801297352146222 0.0002929365558941875 0.00082116045097099203 -0.00081646953310027573 -9.548130507378152e-05 0.00022120419598094373 -3.863336203167018e-05
leaf_count=29559 52958 21518 3436 6225 15560 3065 6902 4478 1520 1655 5765 10171 592 4710 765 1630 728 8084 6412 19385 1488 7692 726 566 546 257 85 138027 3633 3793
internal_value=0 -0.051524 -0.0559709 -0.0204486 -0.0653892 -0.0158782 -0.0434699 -0.0142012 -0.0503424 -0.0754573 -0.074199 -0.039671 -0.0655053 -0.128834 -0.0981746 -0.0242834 -0.0534476 -0.11647 -0.0407394 -0.00798012 -0.0192762 -0.180949 -0.0648054 0.201848 -0.0699758 -0.0199516 0.567572 -0.0895242 -0.00465505 -0.147164
internal_count=361931 332372 310854 59183 251671 34454 31389 24487 20009 18489 217217 68328 58157 28650 22885 29507 16834 22120 27877 21465 20873 13694 6002 1292 16106 8426 342 148889 10862 7229
shrinkage=0.000980392


Tree=5660
num_leaves=31
num_cat=0
split_feature=728 1445 852 624 152 565 1177 1049 278 471 1466 1188 416 702 351 1109 813 633 659 691 1323 20 1260 565 1175 1046 1185 1142 754 979
split_gain=12.345 13.5272 16.6723 15.3586 16.6666 15.767 19.6031 16.0825 15.4511 13.9136 13.8916 13.8624 13.7214 13.7023 13.4246 13.3709 13.2471 13.1599 14.8199 18.3523 16.6486 14.0821 15.9088 15.492 14.7281 20.059 15.5419 26.4512 15.0708 19.5576
threshold=1.0000000180025095e-35 1.6380901172106308 1.0747610123934368 0.14888729770446407 2.3822369993612553 1.4123788430816693 0.67272422835683587 -1.1466874127233166 -1.2024347672230498 2.9395468797111257 -0.018028881616481741 -0.1990890516084434 2.8670482182204191 0.20927675172604329 -1.0471533940566662 0.81363020970220556 1.0000000180025095e-35 -0.77899086806337892 0.62821384419828064 2.6125069612329379 -1.2254033952469492 -0.90322812754321602 0.080913121351246273 0.14810217531994355 -1.4357958398750954 -1.1354486598490696 1.154781074570604 0.60724695463342104 -0.28790259491387865 1.0020721639475052
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 8 6 9 -7 12 13 -11 -8 -4 -5 -13 -16 -2 -1 21 20 -20 22 -19 -24 25 -23 -26 28 29 -28
right_child=16 -3 3 5 -6 7 11 -9 -10 10 -12 14 -14 -15 15 -17 -18 18 19 -21 -22 24 23 -25 26 -27 27 -29 -30 -31
leaf_value=-4.3613021767488207e-05 -6.8841404719649396e-05 -5.2343538200639779e-05 -0.00034221492052208111 6.1566182009359569e-05 0.0003961462896432915 -0.00065550045474826936 -0.00024340696429080508 0.00037115537920070916 6.9207762746669063e-06 -0.00093539342354827899 0.00049868590382803023 -0.0008369682375183251 0.00093586630236133111 0.00022007953021078492 0.00026253163728640251 -0.00047129774314478114 -1.0866999505123709e-05 0.00012839007531914709 -0.00045327644346471218 -0.00053238564931828178 -2.7347239957729455e-05 0.00017538628751235323 -0.00023247682523744347 0.00010396543965405459 2.2738774732565218e-05 -0.00027964779945581801 -0.00010096772670753865 0.00011441570616856923 1.8763898529192355e-05 -0.00037734947101632167
leaf_count=39855 47070 32930 1194 5931 435 89 1459 1244 12675 115 40 74 36 4074 773 135 62020 9280 669 462 28416 843 1557 1341 90461 2280 7547 3542 3812 1572
internal_value=0 -0.00144247 0.00414582 0.0538801 0.00127325 0.104133 0.0799549 0.323606 -0.0133048 0.12027 -0.536218 -0.101721 -0.290301 0.129946 0.0928811 0.160802 -0.0335836 -0.00382221 0.00510263 -0.0416983 -0.0350568 0.0157518 0.0881671 -0.0656273 0.00772398 -0.164709 0.0116409 -0.0514544 -0.0991234 -0.14869
internal_count=361931 252841 219911 28274 14340 13934 12601 1333 13905 10160 155 2441 1230 10005 982 908 109090 191637 151782 29547 29085 122235 12178 2898 110057 3123 106934 16473 12931 9119
shrinkage=0.000980392


Tree=5661
num_leaves=31
num_cat=0
split_feature=785 519 728 507 803 666 609 678 689 1028 264 209 1388 217 1256 1384 567 208 21 1047 982 417 1218 1243 355 1458 1454 777 432 1183
split_gain=12.4024 11.7359 18.1562 19.6525 18.759 32.1115 33.9721 19.6811 19.2292 19.2683 18.7201 19.5749 22.6105 21.4022 18.7705 17.9281 17.8479 20.5209 17.8846 18.5853 17.4416 19.1066 17.4077 17.0224 17.0209 17.0606 17.5586 18.6532 16.5963 16.4961
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 0.65809631222906606 1.9682860324222273 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 -1.1110989058077336 0.85792094380938277 1.0406688472030448 1.2470654765739884 0.82257700019985236 -0.99253939913350864 -0.26213262545229055 -0.77009072742845286 1.6534791294988647 1.211395854239611 -1.6471741456694959 2.5256796091004148 -0.71956952433493104 1.1478874815878781 3.9048232315577729 -0.68872837318158753 -0.35164950656881794 2.22567558773348 -0.88587582313006108 0.21405559282400352 0.75240467921159804 -1.150280387091186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 7 -7 -6 9 -4 16 12 13 29 15 -14 18 -18 -10 22 21 23 -20 -21 -11 26 27 -26 -27 -12
right_child=1 -3 4 -5 5 6 -8 -9 10 24 11 -13 14 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=3.544529205900034e-05 -1.9232227013141236e-06 3.5441640638664332e-05 5.8300165863199966e-05 0.00010207921748723701 -0.0001914534359713624 0.00026809825240012552 -0.00049381692265151021 5.2613210015071718e-05 0.00014088290338463725 2.8499121603452869e-05 -0.00032831410902547248 -0.000165769207807984 0.00026306894041991494 -2.8204865000952789e-05 0.0002486880289775459 -0.00017224739549468363 9.6296666728405274e-05 -0.00029410170638017767 -6.734260968842188e-05 0.00020001059017245152 0.00016812980485840642 0.00070595703819363597 0.00026954094079288904 -0.00054362060090963062 0.00068633315479397757 0.00072585892353513564 -0.00021523802313274927 -0.00072492881605189881 -0.0010802003533979926 0.00026244343340933892
leaf_count=29559 48652 21518 24168 10531 2881 3683 279 4547 3328 5281 288 2900 657 20948 3104 1272 6896 966 157741 271 3419 118 653 727 241 146 4974 72 32 2079
internal_value=0 -0.0128904 -0.0170904 0.0189969 -0.0266767 0.0617814 0.217213 -0.0293768 -0.0317908 0.0201675 -0.0412315 0.0091688 0.0273803 -0.00487902 0.155491 -0.0182463 -0.052428 0.0573378 -0.0584184 -0.0618562 0.092505 -0.199318 -0.0666135 -0.328251 -0.0611752 -0.157233 -0.185393 0.379103 0.479765 0.200102
internal_count=361931 332372 310854 59183 251671 11390 3962 7428 240281 34914 205367 31248 28348 23315 5033 1929 174119 7862 166257 162929 4535 1116 158394 998 10746 5465 5287 313 178 2367
shrinkage=0.000980392


Tree=5662
num_leaves=31
num_cat=0
split_feature=785 728 647 590 796 1224 772 1466 983 672 381 784 852 1307 211 980 5 833 138 419 750 697 1394 0 423 912 1252 841 498 326
split_gain=16.1393 12.0693 16.2136 35.3655 15.3995 15.9112 15.557 15.656 16.7118 16.4619 15.5696 14.9969 15.3966 19.6509 18.0827 16.8685 15.7473 14.8484 14.45 14.9118 14.4211 14.3981 14.8537 14.2543 14.2374 15.1465 17.0104 16.4722 20.3271 15.778
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 0.38087715954262297 1.9980862990756834 -0.28708682036526079 -0.10924916476579039 0.53852986279882442 1.0000000180025095e-35 -0.32502189658861175 0.9594655836162902 1.0747610123934368 1.3390041783085433 -0.62944366619299574 0.93965787111466315 -1.0821368227570305 1.5919315457291203 -0.66589746355812018 2.1096725081744352 1.0000000180025095e-35 -0.69458738457784952 -0.15650040464754061 0.24570581391318483 -0.13079507712007524 0.098349774233369006 1.1729601082601955 2.4174815091894604 0.32121749278504691 1.6390506412245707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 4 5 20 10 -8 9 -9 -6 -2 17 14 21 -15 -16 24 -5 -20 -3 -14 -23 -19 -13 -26 27 29 -29 -27
right_child=1 2 -4 18 6 -7 7 8 -10 -11 -12 12 13 15 16 -17 -18 23 19 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=4.0265936719108735e-05 -1.5448719294938914e-05 -0.00022095404865058769 -4.8859293083912514e-05 -0.00012092636225086552 0.00093968478259481955 0.0007901203314538694 -0.0003116257208021158 0.00079302100216857661 -0.00059018332412630033 -0.00078031241435467873 0.00010540070045503122 3.9817150245736237e-05 0.00021742203637073172 -7.7417343903125887e-05 -0.00030741326497657766 -0.0010156061625531379 0.0002697768556891305 4.6085832019823457e-05 0.00048505606868041816 -0.0012295492194049277 0.00033323051637972165 -0.00041038005180443331 5.8540864718099058e-05 0.00036157115378081402 6.2263166686978966e-06 -0.00023445980059386904 0.00016735403559602847 -0.00050280826977817537 0.0015247334206202152 0.00022432187869163549
leaf_count=29559 190291 2813 93730 254 235 157 540 229 100 58 276 16764 809 879 281 143 3872 1952 1105 25 413 561 673 1003 9027 4974 786 46 46 330
internal_value=0 -0.0148634 -0.040203 0.0788522 -0.0381209 -0.135338 0.172849 -0.0210493 0.32913 0.588863 0.511598 -0.00651063 0.0313058 0.122758 0.1635 -0.196493 0.243976 0.011326 0.364547 0.460889 -0.168226 -0.00420242 -0.150855 0.16162 -0.00296023 -0.0546996 -0.140634 -0.186197 0.71883 -0.203596
internal_count=361931 332372 99935 6205 4821 3383 1438 927 387 287 511 232437 42146 7218 6196 1022 4153 34928 1384 1130 3226 2043 1234 2955 31973 15209 6182 5396 92 5304
shrinkage=0.000980392


Tree=5663
num_leaves=31
num_cat=0
split_feature=785 544 1460 225 363 1154 666 704 291 698 1246 338 914 141 149 1455 287 424 771 6 142 908 816 5 1386 1304 976 763 291 361
split_gain=8.28543 9.23088 10.3874 11.9932 11.5588 10.9351 12.912 12.0608 14.8286 13.5723 12.9591 12.4523 13.9415 13.0823 14.541 12.1115 12.5582 12.8961 12.7034 12.4589 11.7615 11.2631 11.19 11.0792 10.694 10.3758 11.1675 10.4252 10.3057 11.7853
threshold=-0.86283290253235112 1.0000000180025095e-35 0.9504607190545632 2.8931736337727521 -0.12458961184671018 1.0000000180025095e-35 3.1569310267559065 -0.044476034409851463 0.76154698757826123 -0.37025150036230642 1.7162686212223128 1.0000000180025095e-35 1.9515341010307894 0.9647767913176829 -0.90698852128332585 0.14145834482007744 0.24023062395522293 -0.1050561762467954 2.460021018916795 -0.62124548147302516 0.85421805435385911 0.93334682846653616 -0.92870374882376117 -0.23234425126548433 -0.27234882579540365 -0.34281947587212225 0.47343079162589335 -0.69946192371048244 0.042114423206579023 -0.99681342323076916
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 7 9 11 10 -7 13 28 14 21 16 20 18 19 -18 22 -9 -10 25 -8 26 27 -16 29 -13
right_child=-2 -3 4 -5 -6 6 24 8 15 -11 -12 12 -14 -15 23 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00096540837708454009 -0.00035586749998261895 -0.0016567093876624969 0.0039795437562228963 0.025473435761240865 0.019648959213359705 0.0036905794899755907 -0.12408076901282583 -0.00046994742907732306 -0.06693479904866137 0.014157682532705841 -0.038422520577082092 0.046469095217115869 -0.053430828838466886 0.017918393787151828 0.034576934529354543 0.0072853157763237046 -0.021590875890880136 -0.0081095495494200084 -0.0048581561471686529 -0.089966792797357614 -0.065470511474171267 0.069926708235102317 0.00967680637136413 -0.041052113845874046 -0.001415035559890592 0.012447424215537843 -0.08335618490349532 -0.050645391263154052 0.02010164659367468 -0.00021639126083177959
leaf_count=9756 332372 8361 1784 258 925 1631 20 152 24 2734 99 67 43 198 32 354 53 137 52 120 35 27 296 249 20 146 35 40 946 965
internal_value=0 0.0330977 0.057842 0.0387853 0.19077 0.0316805 0.0923822 0.0983347 0.0055098 0.179248 0.0269983 0.0887584 0.19269 -0.127446 -0.277126 -0.232672 -0.397932 -0.697748 -1.04873 -1.37084 -0.0872259 0.240867 0.0581363 -0.481234 -1.25252 -0.150759 -0.669763 -0.155207 0.222225 0.0654945
internal_count=361931 29559 21198 18489 2709 18231 8475 8435 3971 4464 1730 2900 2021 879 681 1071 717 362 225 173 355 179 320 502 40 253 107 72 1978 1032
shrinkage=0.05


Tree=5664
num_leaves=31
num_cat=0
split_feature=184 746 429 602 1253 343 83 1381 1383 89 11 1274 630 1022 567 652 484 699 147 155 413 1180 699 1461 624 1242 428 897 1469 1326
split_gain=8.12167 13.3226 12.6904 18.631 16.6407 14.4932 14.3684 15.7284 14.3522 14.2891 15.7984 18.9418 15.5038 14.7217 17.1916 13.8293 14.1456 14.4837 13.7429 13.7353 13.6462 13.6174 13.6355 13.3939 15.2175 13.6767 13.1946 13.0511 12.8731 15.6182
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.4524236896016391 1.0000000180025095e-35 -0.33740854391263569 1.8572686364785824 0.20842343294770269 -0.99418742078120848 0.79036728788697819 -0.26149948421321001 -0.027544052752157006 1.0000000180025095e-35 2.6435435671569247 1.0000000180025095e-35 -0.16258544636802494 -0.55024281929118113 0.70812881720382903 -0.55825480363445235 -0.22333809506153232 0.58953207403766539 0.11097016705274608 1.769698737354686 -0.66719092031202709 0.14818151019492634 0.99383553367857747 -1.0402214265989671 -1.0699309532947014 -0.96246998883153367 0.29844699699690508 -0.085284541307837344
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 15 9 -6 -8 19 10 11 12 13 18 -15 16 17 20 -2 -7 -4 -17 -23 24 25 -9 -12 -16 -5 -30
right_child=1 -3 4 28 6 8 7 23 -10 -11 26 -13 -14 14 27 21 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00023799370533892001 0.0088685728451011053 8.3982735468898656e-05 -0.00076781764595550139 0.0003526376626609136 0.0029331522507721345 0.0075817919884179552 -0.049239210428840836 -0.029075999281211719 -0.02095484279817713 -0.01103829580407885 -0.029004767673695094 -0.012576714793280661 0.076471897432141916 -0.0011280591559656885 0.088654956930754911 -0.020987638590814414 -0.039807379971026978 -0.0037947481021202408 -0.010340814049345122 0.048898279836152775 0.059539597001822778 0.084431163726189931 -0.019884439681282364 -0.0051174143066205118 -0.015302773349882554 0.042698660582810161 -0.0066960268258191681 0.027510340122805305 -0.010259824974349158 -0.00030977180457321065
leaf_count=225587 1930 70482 100 21833 2049 537 53 52 196 15126 1032 2192 61 495 69 1189 109 300 1963 154 128 42 73 204 85 569 4179 389 5442 5311
internal_value=0 -0.0194747 -0.0498596 -0.0615055 0.0782293 -0.129408 0.190322 0.426646 0.187288 -0.146602 -0.0702846 0.0310041 0.128422 0.106798 0.402432 -0.131151 0.154895 0.303059 0.00798595 0.359971 0.743102 -0.326707 0.669982 0.494092 0.636502 0.763333 -0.195643 0.722851 -0.0263208 -0.101414
internal_count=361931 136344 65862 60909 4953 28323 3012 963 887 27436 12310 7099 4907 4846 953 1941 637 528 3893 691 228 1304 115 910 706 621 5211 458 32586 10753
shrinkage=0.05


Tree=5665
num_leaves=31
num_cat=0
split_feature=888 21 1457 1459 1196 1459 1470 1458 1458 324 1466 1035 460 1001 1176 1384 1380 425 1438 487 73 1170 83 733 503 139 356 1245 7 845
split_gain=8.0515 10.8196 13.8839 22.5716 15.8271 13.7572 11.9549 14.0945 15.4494 11.8126 13.4233 11.7952 14.0312 11.3291 11.5761 10.8837 13.4336 14.9881 13.3908 16.5993 14.3077 18.5308 16.6999 15.3253 16.8274 15.3777 14.7238 12.9801 13.5045 13.0496
threshold=1.0000000180025095e-35 1.189441983669046 0.0614850081667929 0.32725606711966165 -0.84621633943313657 0.12590931224363375 -0.92489037401012997 -0.1721672249039001 0.15681264966731423 1.0000000180025095e-35 2.1947087591520673 0.72194048655336995 1.4788238215056537 2.1714613259322291 0.58407942433182669 -0.83880014371081446 2.7423582057814264 2.7654783047819174 1.8084897874314609 2.2811417240063645 -0.67784064862364712 0.95883244075531737 -1.4544217629655785 1.0000000180025095e-35 -0.36886077609270734 -0.97158883017619158 -0.7408569693746957 0.97582341891723734 0.41893001510210887 0.7231059484988861
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 6 5 -5 11 7 -3 -9 10 -6 12 -4 -8 -15 16 17 -2 27 20 -20 22 -22 24 -24 -26 -25 -17 -29 -30
right_child=1 2 3 4 9 -7 13 8 -10 -11 -12 -13 -14 14 -16 18 -18 -19 19 -21 21 -23 23 26 25 -27 -28 28 29 -31
leaf_value=2.9610538463170261e-05 0.00010421795110724046 -0.025638344828948056 -0.031012237084614008 -0.073837151761837888 0.039312823493495526 -0.072208273679270449 0.01336630695829763 0.045903500167436793 -0.012881931364106021 -0.030849948554801276 -0.036616650761866952 0.017556398283876531 0.068001106810029258 -0.051249139554733862 0.027861664778716627 -0.0055920242665902838 0.029392278494375743 0.061170750912227449 -0.018774152181638845 0.079918404509425015 0.11219479431263533 -0.022785283093924951 -0.021630651538703478 0.15704891198292148 -0.088049760094098317 0.032995437844821056 0.039166720667281024 -0.0028503980201516651 0.0060309547081129553 0.036413193558907958
leaf_count=315733 7542 354 403 26 223 93 2205 97 139 71 31 112 23 105 38 28461 269 66 349 72 52 218 219 31 28 384 118 2972 1170 327
internal_value=0 -0.0377541 0.0791389 -0.167832 0.282135 -0.459826 0.159401 -0.156757 0.249153 0.41523 0.597303 -0.32568 -0.515752 0.230932 -0.491168 -0.0530113 0.0363813 0.0139564 -0.0756997 0.192491 0.126313 0.29365 0.487176 0.393568 0.221978 0.537988 1.3199 -0.0873658 0.0419384 0.251017
internal_count=361931 46198 3920 982 351 631 2938 590 236 325 254 538 426 2348 143 42278 7877 7608 34401 1471 1399 1050 832 780 631 412 149 32930 4469 1497
shrinkage=0.05


Tree=5666
num_leaves=31
num_cat=0
split_feature=614 890 768 434 795 633 590 727 588 920 762 854 797 710 416 269 1002 921 651 965 210 638 81 80 1024 706 986 710 1452 627
split_gain=11.449 15.7011 18.9126 18.6653 17.9491 19.7515 22.3836 21.7303 29.1462 19.0014 18.5756 18.2305 50.1776 22.9958 21.0783 19.2735 19.1584 23.9427 23.0229 24.8522 18.2987 18.1363 18.0572 18.0454 17.5911 16.5486 21.3944 17.3119 27.8718 23.2864
threshold=-0.75411934043310735 -1.3230736206490437 1.8936793896627242 3.7374297967062331 -0.29258408639884992 1.7407312976543683 0.58895901036483078 1.0000000180025095e-35 2.250834115212506 -0.83967173534858641 -0.14069470999436542 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.1947165136132358 0.24204918951595961 0.69854289147193727 1.0000000180025095e-35 1.1107569744011787 1.4967165609810034 -0.37641982178211458 1.273276721297012 0.69884460077894406 -2.1236727662877013 1.3727948663943095 1.0283154492864859 -0.12565939394204428 1.9207401787728819 0.065831437678632129 -0.39231336055390081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 25 9 10 22 12 -6 16 15 -15 17 -13 19 -18 23 -17 -9 -19 -25 27 -27 -3 29 -29
right_child=1 4 3 -5 11 6 -8 8 -10 -11 -12 13 -14 14 -16 21 18 20 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-3.1885668582248914e-05 -3.9519823038574995e-05 -6.760638948794922e-05 -0.00030461127385192685 0.0017695044657844489 -5.5234695237920213e-05 -0.00012091240102525498 0.00012384521074466646 -0.00011154730619424806 0.00025300892890221474 3.7133091916763905e-05 0.00030667490409556214 -4.908975393128784e-05 0.00023605643183946949 -9.4633952446236233e-05 0.00032103723062711873 7.3916874038610126e-05 -0.00010542512294184486 0.001171133973994878 -0.00032672604484459901 0.00019129049826638781 6.5519095497416555e-05 0.00049528278590652247 0.00039185536544026305 -3.2646144850610868e-05 -0.00039063921875307557 0.00012289596537631728 -7.1319586414705409e-05 0.00017527554711240867 0.00026101767960859531 -0.00018960651915598568
leaf_count=107272 23784 21274 2492 23 6883 8599 2282 1362 3410 46279 2466 55382 4397 3612 1286 4398 12400 55 2000 1439 20335 458 439 8811 1010 9196 4823 1341 2099 2324
internal_value=0 -0.000948749 -0.0629707 -0.28504 0.00438739 0.0261747 -0.0668481 0.0366508 0.0658083 0.0515554 0.191831 -0.0144719 0.0695062 -0.0237431 0.077295 0.0358937 -0.0345363 -0.0204961 -0.106159 -0.0736933 0.0303256 0.119246 0.0173176 -0.0552201 -0.0634586 -0.00426102 0.062157 -0.0371298 0.0701311 -0.0523486
internal_count=361931 254659 26299 2515 228360 105894 10881 95013 53956 50546 4267 122466 11280 111186 9754 8468 101432 85593 15839 13839 30211 4856 1801 9876 9821 41057 14019 27038 5764 3665
shrinkage=0.000980392


Tree=5667
num_leaves=31
num_cat=0
split_feature=1454 1452 21 1455 1461 334 1467 1458 1449 1460 1458 1450 21 1453 1453 21 1469 1449 1458 1458 1455 1464 1449 1458 1449 1462 1453 1454 1461 1465
split_gain=7.99235 17.7062 17.2304 29.8826 23.2195 21.2091 20.073 20.2889 18.6465 24.5532 19.7955 19.249 17.3991 22.3215 29.283 22.0671 39.1256 47.1791 25.3548 62.28 59.8833 48.0979 41.8846 40.2866 48.0051 39.1235 36.5986 29.9395 37.5481 28.0054
threshold=-0.2363894608792538 1.2756511722692228 -1.0798509198017876 0.93792226267099765 2.5032120688259147 3.3282589927146211 3.8567296589757825 7.4645545680660215 -0.46216742339022565 1.3228809068545828 2.3663559324507388 0.27262452905359075 1.189441983669046 3.5235182473523379 1.9142027959396961 2.3240884354044633 -0.34280992228737395 0.52358129808114695 -0.56293371576766138 -0.1846515288168421 0.46304910557563933 -0.15205433594669945 -0.046399403249050987 0.73392005358173151 -0.351202439492452 -0.054781204619491937 0.89653246390762387 2.311341190271452 1.0519922171908489 0.28325886342528439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -8 11 -10 -11 -5 -4 14 15 18 -17 -18 22 20 21 -20 29 24 26 -23 -21 28 -26 -14
right_child=2 -3 12 8 -6 -7 7 -9 9 10 -12 -13 13 -15 -16 16 17 -19 19 23 -22 25 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00053299009425036435 -0.0018776726283575346 -0.0084571963318368446 -0.00051732378769503721 0.021142803049419071 0.02548748651027799 0.076277650737662892 0.03553072186922638 -0.023871694256243473 0.024910801076041378 -0.01006944448757169 0.032724654324055386 -0.010625882876143689 0.0099668824127102339 -0.011338199632415141 0.017060618125927528 0.0042813151045420798 -0.029610264717650547 0.013280293314519265 -0.014034908936025971 0.031195064107477952 -0.028552169272138318 0.019432844670347824 0.030842605465266723 -0.0035527318492707179 0.013660596354126257 -0.012857287334060111 -0.012262886629163177 -0.022891016923547884 -0.033359838578217026 -0.015368477038709378
leaf_count=185879 11420 5230 130191 342 441 39 282 93 1905 578 145 889 3134 1301 1633 2163 1407 410 1986 1690 1487 1626 896 2291 2069 692 269 427 301 715
internal_value=0 -0.0142906 0.00837031 0.086337 0.0195876 -0.00572714 -0.013511 0.458079 0.258826 0.361512 0.0119171 0.00806374 0.00118858 0.0547213 0.0705966 0.0477118 -0.103811 -0.366069 0.0811166 0.0300318 -0.151183 -0.0213724 0.220058 0.161615 0.276045 0.199625 0.518113 0.0805294 0.179643 0.110138
internal_count=361931 191109 170822 16134 12275 11834 11795 375 3859 2628 723 1231 154688 24497 23196 21563 3980 1817 17583 12838 5791 4304 4745 7047 4756 2318 1959 2797 2370 3849
shrinkage=0.05


Tree=5668
num_leaves=31
num_cat=0
split_feature=785 519 713 930 921 783 848 1443 762 486 991 852 1028 657 609 588 575 791 861 1229 1329 1459 648 421 676 1458 854 796 1276 912
split_gain=16.169 15.1928 21.3178 24.2966 23.1806 45.1235 21.4302 21.36 23.4738 20.1874 19.0306 22.3678 18.984 17.3882 17.2205 16.9829 17.7267 16.9426 24.5113 31.6199 18.2265 19.7879 17.5415 17.1426 17.1093 16.5348 16.1213 56.2252 16.1719 15.963
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 3.5086024243106082 1.593744732512876 1.8387373041910313 1.8692550303841236 0.92095852375103993 1.0000000180025095e-35 -0.35861621905537377 -0.80522708219444705 2.2685729398725978 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.0000000180025095e-35 0.49900387419946662 1.8166789435549495 2.1714476798745923 2.2057843579161749 1.5460827014339922 -0.87473648844905705 0.38087715954262297 1.0000000180025095e-35 0.41325020809808216
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 13 7 -5 8 10 12 25 -12 29 -4 -13 16 -3 24 20 22 21 -19 23 -20 26 -6 27 28 -15 -2
right_child=1 15 4 6 5 -7 -8 -9 -10 -11 11 14 -14 17 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.1125857801048492e-05 1.6193590532761301e-05 -7.0029674876923568e-05 -9.2122246051008666e-05 -2.972757942000074e-05 -4.7190774055331964e-05 0.0002744950489968962 0.00038310198529352201 -0.00012458439542423108 0.00024126007452751811 0.00031322937878520279 -1.0718764794061731e-05 0.00034721135884649342 0.00011975310068303396 -0.00029868385371501437 -0.00048296604078486234 0.00015760696105939631 6.983385319720842e-05 -5.6408035866899483e-05 1.6171093623820602e-05 0.00031235581057794905 -0.00016309306945520792 0.00015157902666681916 0.00019633640347996797 -0.00036648509768702741 -0.00021960183755205068 0.00024932685070437372 -4.8658415567669503e-05 0.00020983111583215927 -2.2194654833640171e-05 -0.0002851735571819526
leaf_count=29559 11272 7439 36644 30444 17242 3076 623 6926 2064 1436 2666 1804 10827 2055 123 4398 9681 13755 27082 1785 8242 3257 2710 856 3547 925 113124 4541 2526 1302
internal_value=0 -0.0140556 -0.018835 0.0218087 -0.0288231 0.0267499 -0.0213206 -0.00121722 0.0283616 0.0761897 0.00515497 0.132508 0.0580812 -0.0387182 0.302547 0.041698 0.0100119 -0.0299224 0.0051645 0.0460413 -0.0578326 -0.0129947 0.0259452 0.00722819 -0.0455655 -0.030438 -0.0410742 0.0493875 -0.14036 -0.0114022
internal_count=361931 332372 310854 55904 254950 34826 31067 31750 24824 24837 22760 4593 23401 220124 1927 21518 17120 183480 57687 32433 25254 17012 30648 27938 125793 18167 122246 9122 4581 12574
shrinkage=0.000980392


Tree=5669
num_leaves=31
num_cat=0
split_feature=859 789 1470 65 1220 1356 758 1161 72 119 195 1437 639 79 872 38 415 1071 981 692 1115 1247 1391 788 1258 1451 975 388 300 1319
split_gain=8.03369 14.3826 14.3541 13.7076 17.3422 14.7321 26.3974 20.2861 18.0126 17.8376 18.6665 16.2383 18.6577 17.3013 15.7174 14.6894 22.722 17.1144 14.9813 19.243 15.4277 14.4572 15.7228 14.9815 16.7894 14.3333 14.3063 14.2725 15.3849 15.7208
threshold=-0.54135187694831066 1.1248358748350926 -1.3545928909252491 1.6527691397016595 1.0000000180025095e-35 1.1703909184639636 -0.1354147541679151 2.3329794504983465 -0.254924564031003 1.4918152506281495 2.0820612608632372 0.72713696786055593 0.16071034090470215 2.8432044943022809 0.85297537480346686 -0.66447882251196966 0.40205972104737236 -0.32553500826022114 1.5263264527814182 0.42812377571811328 1.9033326083712419 0.86455707235836698 -0.011846817675423641 1.0000000180025095e-35 -0.55523378334831808 0.64614069530580831 0.24898767976083933 2.3609703674020031 -1.0855418694872316 1.4972360903711452
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 25 11 7 9 -9 10 -7 12 27 15 21 16 -13 -17 20 26 -19 23 -23 -8 -25 -5 -20 -4 -29 -30
right_child=-2 -3 3 4 -6 6 14 8 -10 -11 -12 13 -14 -15 -16 17 -18 18 19 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0093737757103628094 -0.00056027353498628869 -0.0030912062298586538 0.001540859246723484 -0.013051365635863855 0.00073554619566728371 0.0088463429504895049 -0.00077789890492302623 0.034833244385429833 -0.059752419405237844 0.023260688218992923 -0.017763952065932856 0.0070941152562278165 -0.003698332789929989 -0.037115740911983934 0.0087736996963816098 0.0080029539559730804 0.034485648942285917 0.0028414279467775306 0.0012320917318904695 -0.033829757763857639 -0.030204561577438106 0.03019550482965563 -0.0060675723146096554 0.0012355813043066382 -0.022879601331172297 0.0074133955505814673 -0.045352392234231369 0.038508106027526634 -0.023410518045778782 0.036141949113677595
leaf_count=1566 244749 12559 42565 3970 8370 6819 2376 30 104 918 337 1899 15550 141 1499 5392 506 6569 890 371 201 305 309 623 1276 627 96 107 1130 77
internal_value=0 0.0127715 0.0218749 0.0255073 -0.0585021 0.0343014 0.0980906 0.177101 -0.699195 0.190348 0.152652 0.0205511 0.00178547 0.0831761 -0.0140805 0.0897549 0.253641 0.0613958 -0.00298376 -0.220472 0.0392641 -0.0814424 0.242587 -0.13057 -0.295745 -0.193226 -0.0613953 0.0249519 -0.273923 -0.367956
internal_count=361931 117182 104623 103057 12967 90090 14596 8208 134 8074 7156 75494 59429 16065 6388 15924 2405 13519 8127 1357 6770 4889 614 4275 1899 4597 986 43879 1314 1207
shrinkage=0.05


Tree=5670
num_leaves=31
num_cat=0
split_feature=785 727 519 713 930 921 783 1443 762 848 486 476 1185 493 410 991 852 609 697 791 746 809 289 1437 706 854 797 797 965 521
split_gain=14.3219 12.536 11.2183 17.2609 21.6926 19.6893 41.9102 21.1835 22.3961 19.6273 19.2843 18.4815 21.0731 18.3945 18.2803 17.8716 21.3011 17.2555 17.222 17.0262 27.8139 23.1733 21.4712 19.682 19.5532 19.3157 72.755 20.1327 21.1146 20.4051
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 3.5086024243106082 1.8692550303841236 0.52296557744356353 -0.71602247989319323 -0.012178551342102736 1.644349105518915 0.92095852375103993 1.0000000180025095e-35 2.2685729398725978 -1.3134482500320694 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 0.03945264047130545 -0.87473648844905705 0.63961785378869596 0.63961785378869596 -0.30992143508708098 0.61544172599432045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 19 7 8 15 -6 11 18 13 -13 -14 -7 -17 -18 -2 25 21 22 -21 -23 -24 26 -5 -27 29 -29
right_child=2 -3 -4 5 9 6 -8 -9 -10 -11 -12 12 14 -15 -16 16 17 -19 -20 20 -22 23 24 -25 -26 27 -28 28 -30 -31
leaf_value=-1.3553504702516346e-05 0.00035283265039338219 7.9312774521903429e-05 3.3672112689600515e-05 -0.00010293467707453926 -2.9936695428902093e-05 -2.9515118342467117e-05 0.00026355955846479667 -0.00012529202555602867 0.00023520754111364719 0.00036459274369115348 0.00030197650761390916 6.8998681728048706e-05 0.00021030336062593361 -0.00036251900459549331 -0.00033475881859438672 -1.1832860118465356e-05 0.00033891704123159501 -0.00049306774652768204 -2.3942375478816556e-05 -0.00028341984431385129 9.7469334846069788e-05 -2.8577577628079139e-06 2.1391535462960812e-05 0.0002326533456263741 -0.00013682403115862515 -4.0831682152716918e-05 0.00027198444942326338 -0.00010159297928041559 -0.00017577605561361012 7.8104785276251749e-05
leaf_count=12551 632 17008 21518 7332 30444 18167 3076 6926 2064 623 1436 1697 6078 790 396 2666 1804 123 13808 5860 10309 28211 10268 1632 12918 103959 3676 14723 16604 4632
internal_value=0 0.0391201 -0.0135917 -0.0177006 0.0188698 -0.0266981 0.0245394 -0.00241034 0.0270566 -0.0219036 0.0702341 0.0525407 0.12793 -0.0571418 0.189637 0.00439192 0.127868 0.294006 -0.00492152 -0.0358257 -0.00301583 -0.0277819 -0.091328 0.0135212 -0.0601115 -0.0503478 0.0412485 -0.0588611 -0.110469 -0.056346
internal_count=361931 29559 332372 310854 55904 254950 34826 31750 24824 31067 24837 23401 8961 2487 6474 22760 4593 1927 14440 220124 69198 58889 29046 29843 23186 150926 11008 139918 35959 19355
shrinkage=0.000980392


Tree=5671
num_leaves=31
num_cat=0
split_feature=614 890 795 633 590 727 588 920 768 762 434 854 797 710 638 1002 921 651 965 210 905 1465 554 81 80 1024 322 706 986 567
split_gain=12.1787 16.1556 19.0915 19.7894 22.936 21.1188 30.4722 19.5825 18.8556 18.6286 18.4877 18.296 49.8754 22.8027 21.1281 19.8902 24.7534 22.4914 24.4414 18.6821 18.3084 18.1723 20.6225 17.9768 17.7669 17.5611 17.2668 16.7901 21.3524 17.2991
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 1.7407312976543683 0.58895901036483078 1.0000000180025095e-35 2.250834115212506 -0.83967173534858641 1.8936793896627242 -0.14069470999436542 3.7374297967062331 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.273276721297012 0.69854289147193727 1.0000000180025095e-35 1.1107569744011787 1.4967165609810034 -0.37641982178211458 -0.37419615790237176 -0.52213209242895031 -0.029322889017709099 0.69884460077894406 -2.1236727662877013 1.3727948663943095 1.4725277493311824 1.0283154492864859 -0.12565939394204428 0.55154411341296539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 5 -5 27 7 9 -2 23 -10 12 -4 15 20 16 -13 18 -17 24 21 -15 -23 -7 -18 -26 -16 -3 29 -29
right_child=1 2 11 4 -6 6 -8 -9 10 -11 -12 13 -14 14 26 17 19 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-3.2885600002577449e-05 -4.0461925700253692e-05 -3.5358496209087521e-05 -5.5244515435797588e-05 -0.00012093495933344793 0.00012669846604420614 -0.00010946789967015639 0.00025739045269839621 3.6909677395801448e-05 -0.00030512518044726716 0.00030878302430098329 0.0017555006782317309 -4.981224130521623e-05 0.00023510463501428636 0.00036301844144031312 0.00044272445968516518 -0.00010735312612776751 0.0011591784616869602 -0.00032603678534002867 0.00018675645112135666 6.6481443641375714e-05 -3.960933617172262e-05 -0.00014749396726748879 0.00025594167810997917 0.00039284162285137654 -3.2886988367384494e-05 -0.00039049622420498097 -0.00099435590244290159 0.00019161524167289566 -6.9453623667530055e-05 -2.0555829002974404e-05
leaf_count=107272 23784 27038 6883 8599 2282 1362 3410 46279 2492 2466 23 55382 4397 1267 851 12400 55 2000 1439 20335 5244 1266 1072 439 8811 1010 54 6323 4823 2873
internal_value=0 -0.000984897 0.00442614 0.0268903 -0.0661856 0.0373752 0.0661027 0.0515292 -0.0638892 0.193893 -0.285638 -0.0150197 0.069091 -0.0243052 0.0762803 -0.0350509 -0.0207473 -0.108006 -0.0759488 0.0309235 0.0430671 0.162238 0.0470239 0.0191107 -0.0554834 -0.0636682 0.388683 -0.00296115 0.0639416 0.127071
internal_count=361931 254659 228360 105894 10881 95013 53956 50546 26299 4267 2515 122466 11280 111186 9754 101432 85593 15839 13839 30211 8849 3605 2338 1801 9876 9821 905 41057 14019 9196
shrinkage=0.000980392


Tree=5672
num_leaves=31
num_cat=0
split_feature=1022 1016 1237 290 305 1436 351 597 636 710 766 18 57 417 1315 1188 1373 447 885 141 1044 1223 832 723 144 418 839 290 1458 1389
split_gain=8.06343 17.5881 15.478 14.9703 19.0963 14.287 17.6087 16.6628 19.7533 21.8641 15.6118 17.5631 15.7618 16.591 14.995 16.214 20.1481 16.6872 16.5453 16.1619 17.0824 15.9594 16.7606 14.0805 18.694 16.9671 16.7408 14.1041 15.9522 14.3765
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.5723095224056084 -1.4557241618767101 2.164614327629065 1.0000000180025095e-35 -0.93387726253862402 1.3592535390735871 0.059225819778640991 0.92690533579925805 0.94376130171538664 1.5725680127924329 0.72527224708021132 1.3231143839755739 0.50919299725892919 0.15699792252470532 -1.2601938093385081 1.0000000180025095e-35 4.8263866747680533 -1.4097319535004476 1.998823655620138 1.0000000180025095e-35 -0.98555331165414028 -1.0570063487222232 1.0857004828062851 2.4572661592161995 2.9452020425815744 0.43978623019762192 1.8992776531617575 2.2959443980814522
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 14 -7 10 -9 -10 -8 12 13 -12 15 16 -5 -18 23 -16 21 -21 -23 26 25 27 -17 29 -29 -25
right_child=-2 -3 -4 5 -6 6 7 8 9 -11 11 -13 -14 -15 19 18 17 -19 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.027641552734998017 0.0003315970308195948 0.00019216897951651623 -0.0083879255102120038 -0.014734994773271433 0.016718498415921251 -0.011413738165176249 0.0031709893395521558 0.00050674830543577032 0.033835609351021208 -0.02562682667440851 -0.02572020901750496 0.032390402255453837 0.0088864406726502851 0.022508573382530882 -0.029416457869021403 0.00041676051473956473 -0.0049947505976310732 0.0042285269543891812 0.018055214698963925 0.0015042958179551516 -0.026475846557745382 -0.037457925154220806 0.020859174848746199 -0.0085129902642586668 -0.020332247638905031 -0.046213833555069667 0.079305833816473104 -0.0014199261387802856 0.042981567997378269 -0.052353770866117616
leaf_count=2016 190674 90468 10984 3312 376 2071 9974 735 610 86 1485 223 377 146 899 2374 6526 8497 298 10525 740 97 1125 10890 2347 321 26 3418 99 212
internal_value=0 -0.0164052 -0.049395 -0.0363368 -0.358602 -0.0311863 0.0333099 0.0604922 0.286407 0.53728 0.0276139 -0.195031 -0.271837 -0.412839 -0.0561395 -0.0812853 -0.0193332 0.0125031 -0.13321 0.0370232 0.0560199 0.0781155 0.339273 -0.145416 -0.174056 -0.139339 0.0383038 -0.128609 0.00437367 -0.181978
internal_count=361931 171257 80789 69805 2392 67413 15707 13636 1431 696 12205 2231 2008 1631 51706 38320 18335 15023 19985 13386 12487 11747 1222 19687 17287 14940 2400 14619 3517 11102
shrinkage=0.05


Tree=5673
num_leaves=31
num_cat=0
split_feature=785 332 395 203 540 1450 1454 458 144 1464 1328 1449 461 1449 555 703 872 942 1040 809 7 773 386 223 557 183 224 838 1329 1049
split_gain=18.3334 12.9696 32.1141 19.3331 17.6335 29.2816 20.5863 18.5617 18.7363 20.5405 18.3584 17.7119 17.5968 17.298 17.0967 17.0475 16.7343 30.0187 19.2228 18.4245 18.3859 18.5507 19.6874 21.5867 21.8549 18.2685 21.0097 19.998 17.8429 17.4822
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.99026637822014563 -0.35262914890079794 0.50933602050530713 1.0000000180025095e-35 0.08800726534688233 0.2291445000830519 -0.2189919132291481 1.6835273741192649 4.2641419949670061 0.74561756370782817 1.5520614709873077 -0.067275058802097762 1.0000000180025095e-35 2.231519495564001 -0.52037178935754602 1.6518864604429058 0.91167268636047483 0.63746548172898276 -0.5842495347762191 2.0904034460631342 0.44333015554798699 1.0000000180025095e-35 -0.78490323608926604 2.800203397798688 -0.48473789228056557 -1.0942437050649487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 16 7 11 8 9 -6 -10 12 -7 -2 -8 -15 25 18 19 -18 21 22 -20 29 -25 27 -27 28 -3 -24
right_child=1 4 -4 -5 5 6 14 -9 10 -11 -12 -13 -14 15 -16 -17 17 -19 20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=4.1507837924379351e-05 -8.4058068848124671e-05 3.9598883509214637e-05 -7.568753358721223e-06 -0.00018301232659881399 -0.00013984289610814775 0.0001493706478501924 9.4468554763226924e-06 -0.00013068507932196952 -3.5477517452381309e-06 0.00017741280950968967 0.00033677732143365608 0.00058187561825066804 -0.001521208859228214 0.00015951866057796766 -0.00066791101412556832 -7.6436197603494072e-05 -3.570169248639989e-05 0.00023608399843309539 -3.6047264961412317e-05 -0.00027883279362209173 -7.090344110290348e-05 -3.1459779699674757e-05 -0.00022023367375053978 0.00062732520075822382 -0.00028238488688309035 2.1487076321769369e-05 -0.00013896349121492787 0.00036414592295474889 -5.1750888227698889e-05 0.00010058514773854899
leaf_count=29559 45034 17029 82513 20329 2980 8602 3155 4547 1293 1182 1329 374 29 4086 163 3800 24932 2390 6313 1630 8977 11781 1084 613 161 5630 15654 716 34692 21354
internal_value=0 -0.01723 -0.0354982 -0.0854758 -0.00480712 0.0470253 0.11618 -0.0299341 0.0390269 -0.0486591 0.175827 0.166753 0.147275 -0.0623579 -0.0242852 0.047617 -0.0148083 0.00799927 -0.000530904 -0.0535697 0.0243239 0.0434841 0.0731078 0.103208 0.460766 -0.0405397 -0.097422 -0.0165695 -0.0220374 0.0902875
internal_count=361931 332372 155762 73249 176610 23654 12323 11331 6784 4162 2622 9005 8631 52920 3318 7886 152956 79235 76845 26562 50283 41306 29525 23212 774 73721 21284 52437 51721 22438
shrinkage=0.000980392


Tree=5674
num_leaves=31
num_cat=0
split_feature=785 706 1079 692 864 444 359 619 980 899 1039 81 1051 1052 769 967 774 218 465 144 6 976 417 776 1329 221 789 359 351 1045
split_gain=8.23967 9.4104 15.5956 16.3086 14.8804 24.9362 18.7042 17.1511 17.1016 17.0136 17.0096 16.7731 17.4179 16.8345 16.9218 16.7592 15.9292 15.5455 15.4582 15.1288 15.0379 15.0073 14.8017 17.5423 16.0903 15.1003 17.0505 16.8649 18.9759 15.4006
threshold=-0.86283290253235112 -0.2757743684523109 3.0729769241839433 2.0003988530744139 0.72275257928592751 1.0617732612454149 0.9440996966464642 1.876334545103252 0.9192965521697799 1.34177525628841 2.6655135841621678 0.23774810596799917 0.39559292734280499 -0.6717777134425148 -0.19351727066149041 1.3545109027618707 -1.3334097757711572 -1.4101228480359083 -0.64999751152946472 -1.135354656061671 0.72108399423965086 2.1211403488609402 -0.78368348891834938 -0.32807377648024166 2.2201945504045879 1.8227074503890177 1.1248358748350926 -0.65182327795964878 -0.54717598597703132 1.9690596567457919
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 15 6 8 21 11 10 -10 20 -13 -14 -15 22 -11 19 -8 -17 -6 -7 23 -2 -25 26 27 -24 -29 -30
right_child=1 2 3 -5 5 7 18 -9 9 16 -12 12 13 14 -16 17 -18 -19 -20 -21 -22 -23 25 24 -26 -27 -28 28 29 -31
leaf_value=0.0016690516785520916 0.0019644085187460404 -0.0010347213992523755 0.0067449179199134922 0.056680442905271571 -0.0015456534354330632 -0.0070364460430999923 -0.018575371126080379 -0.035344459020425295 0.012727849206783316 0.054421727883652071 -0.053378682382419211 0.009925709627666434 0.019846450299322263 -0.029796459329833488 0.001017322945569193 0.011575165282462168 -0.029714013535708475 -0.0022318475719192259 -0.0026692352152718154 -0.028312666131033556 -0.014051931722906625 -0.050578730902551161 -0.0011426572938380312 -0.0041362924887163918 -0.030039004079749063 0.007667410926123332 -0.0029534254613527611 0.0080288277345603575 0.0017980575552489714 0.013352744662843807
leaf_count=29559 11233 193103 1881 71 7083 2404 1128 310 2498 26 74 2716 219 438 469 306 225 11249 2222 952 1737 114 16181 11894 665 5070 9086 8662 38741 1615
internal_value=0 -0.00674766 -0.0181761 0.177148 0.00779404 -0.0464906 -0.0154718 -0.237952 0.0187163 0.174911 0.229127 -0.0184266 0.102323 -0.131118 -0.271963 0.0187947 -0.379227 -0.0693004 -0.166881 -0.391599 -0.0767555 -0.175475 0.0279764 -0.0300099 -0.101006 0.0415804 0.0326909 0.0458896 0.0658222 0.0448334
internal_count=361931 332372 195055 1952 137317 21663 18835 2828 15485 2823 2572 12662 3842 1126 907 115654 251 12507 3350 1258 8820 2518 103147 23792 12559 79355 74285 65199 49018 40356
shrinkage=0.05


Tree=5675
num_leaves=31
num_cat=0
split_feature=1463 1467 1467 1458 1461 1453 1453 1451 1465 1452 21 1452 1459 1465 1225 1463 1466 1469 1457 215 1469 1463 1469 1394 1453 1469 1450 1161 1286 1470
split_gain=7.98065 20.103 49.738 43.8043 40.8983 34.9169 30.9727 28.5783 25.8012 26.5127 27.2625 24.6988 24.2827 43.5445 23.5877 23.4605 21.8725 20.5922 19.9483 19.6385 20.6387 31.4795 23.1254 21.3949 20.934 19.5172 23.2372 19.5091 19.356 21.9253
threshold=-0.052537044703927886 -0.47799446732384149 -0.52498898178760234 -0.54544881628266473 0.44165705467474764 1.0969950498647898 1.2041679343814773 0.68572455544445909 -0.37751161810755612 -0.26957179898390798 0.62211875780133752 -0.6197434389686084 -0.44254886610018701 -0.22182333324429437 1.0000000180025095e-35 0.78297113481662528 -0.40586672470035134 2.2654927616726077 -0.18238571527943001 0.18182161674111627 -0.0084121422925045857 0.21205799809719511 2.7218473790773707 -0.96772229971752199 0.73331545774905027 1.9428972562657925 -0.21684755467505576 0.37865881405819368 0.78161905918100072 0.068550307298219079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 8 9 11 -11 -2 13 -10 -14 17 -4 -15 -7 20 -3 23 -23 -22 25 26 -25 -12 29 -5
right_child=1 19 16 28 6 18 -8 -9 12 10 27 -13 14 15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00061281357328284158 0.0089813568990374567 -0.00035040844167759231 0.037307077584052759 0.00047908274381334596 -0.01871081033374292 -0.022173155210172782 0.01423508017542394 -0.0041119718894871314 0.048109580958264779 -0.0016739010289885997 0.049328480901731205 -0.020641530862290154 0.027682485754821431 0.012179890513744579 0.0077277546003061181 -0.022899309589052168 0.0084981273709839912 -0.050613606439275108 0.0079154033551270871 0.0014977103148407953 -0.019294007568597577 -0.0097388483105306442 0.050967041644776979 0.014385591291659753 -0.01494713996090398 -0.017899651830425533 -0.0039255728941481717 0.010044436227512034 0.0050005086706765428 -0.0064240499760592588
leaf_count=220861 880 34134 646 20784 1560 695 499 1377 260 830 338 873 3050 1151 958 507 650 69 479 34700 892 11999 74 3125 815 457 1504 243 7085 10436
internal_value=0 0.0108387 0.0474894 0.0350668 0.14727 0.197558 -0.17583 0.240349 0.285669 0.0985156 0.347677 -0.108019 0.366101 0.152475 0.460919 0.00654959 0.475003 0.168287 -0.177075 -0.0110775 -0.0416371 -0.108033 -0.184929 0.0250164 0.0712192 0.127044 0.172755 0.65399 -0.00783002 -0.0350919
internal_count=361931 141070 53370 52074 13769 11710 2059 10536 9159 3164 1411 1753 5995 1987 4008 1727 1296 1220 1174 87700 53000 18866 12073 6793 5901 5086 4629 581 38305 31220
shrinkage=0.05


Tree=5676
num_leaves=31
num_cat=0
split_feature=522 694 1187 1251 976 6 569 69 290 1178 1230 1381 699 981 831 826 693 845 483 1320 207 352 208 219 1175 1470 1183 912 541 1182
split_gain=7.92081 12.5522 14.1739 17.6912 17.2006 15.7943 14.99 14.8054 14.1208 13.9971 13.7986 20.3275 13.605 13.4029 14.8111 14.0964 13.3488 13.3088 13.5615 15.4837 14.5595 13.8205 13.2106 13.291 14.1564 13.4778 13.1695 13.0601 14.83 13.0569
threshold=-0.71745339412579689 1.4410699139383063 -0.39450496341979729 0.35486670354658129 0.93782589718807463 1.0329781959493609 0.60216285657551849 2.6534234116264299 -1.3748921622146915 -1.3311162575429389 2.3457019632811744 0.49976023745280124 -1.169507458325288 -1.6421787736065159 -0.72603530168269137 1.0000000180025095e-35 0.34321631041845529 -0.090156864662131228 -0.0047799425985005752 2.1748863312271163 0.53853773298005447 -0.86096852513130029 0.90803576617975656 -0.70505879169894936 -0.046715231507147535 1.9805293963242088 -0.36771454823046451 2.0688630952352867 1.3659504366457669 1.4623339115711442
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 7 6 13 -5 29 12 27 -12 -1 14 -6 26 -13 22 19 -19 -20 -22 23 -3 25 -25 -15 -10 -29 -4
right_child=-2 17 8 4 5 -7 -8 -9 10 -11 11 16 -14 15 -16 -17 -18 18 20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.018683950404357687 -0.00048224110198969962 0.0051414045428430956 -0.0082963587563392345 -0.0048549310892519728 0.045503355712029403 -0.018981005606023404 -0.0077010830598985038 0.028038172183261597 0.00051134302220328894 0.0060879773576394316 -0.014051392435349483 -0.0022979546992756331 0.0016738250051305924 0.05547609713849793 -0.032297117687419261 0.00017260226069241795 0.045194977685121138 -0.0013719348192608061 0.017438710100006492 -0.051646483186709814 0.034778129763558617 -0.024851018824502122 -0.02073822565484007 -0.018518672912193262 -0.00049979912737034538 0.025486976708181803 0.021871842038482855 0.015028666567427127 -0.039856768708461235 -0.057322149798419431
leaf_count=686 269958 1400 1960 7536 64 317 507 199 44989 19232 1481 179 2063 252 146 196 109 3110 1132 132 58 276 965 1653 1369 88 502 1154 79 139
internal_value=0 0.0158385 0.0253574 0.0657585 -0.0263799 0.1937 0.289521 -0.0781418 0.00176131 0.100784 0.00875985 -0.178829 -0.0672161 0.426717 -0.191265 0.541994 0.350299 -0.0633334 0.0331092 -0.0568702 0.222755 -0.229023 -0.14053 -0.0920113 -0.172872 -0.318658 0.707072 0.0168518 0.243072 -0.213202
internal_count=361931 91973 81790 31700 9719 1984 1667 7735 50090 21981 47991 1769 2749 1160 210 950 288 10183 4708 3242 1466 334 5475 4510 3110 1741 754 46222 1233 2099
shrinkage=0.05


Tree=5677
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 783 791 861 1229 507 648 704 813 1443 566 588 575 580 657 553 288 1385 211 589 432 359 924 1454 276 419
split_gain=15.3311 13.6273 17.6575 22.5172 21.7998 32.9336 19.9858 26.0925 27.9155 19.5874 19.1325 19.0664 18.7317 17.4957 17.264 16.7311 18.6085 16.3734 15.7897 15.7156 15.6595 17.0441 17.9693 15.5429 22.5544 18.4526 18.0652 18.7713 17.7132 17.144
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.1155635910225459 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 0.65809631222906606 1.8166789435549495 -1.1956137993399691 2.1641256470006294 1.593744732512876 2.1059719136688364 0.71188872395471614 1.0000000180025095e-35 1.0000000180025095e-35 2.2603408215975165 -0.70113916377037711 -0.50339469727679276 -0.57319514928694903 -0.34654998321194436 0.34879007543356905 -0.50162633948236224 1.7662418350799165 1.8999064755685127 -0.84722408107669478 -0.36558394234115649 -0.14032523371841801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 6 -6 12 -8 10 -2 11 -9 -4 -7 23 16 -3 -13 -11 -10 21 -19 -23 24 29 28 27 -26 -25 -5
right_child=1 15 3 14 5 13 7 8 19 18 -12 17 -14 -15 -16 -17 -18 20 -20 -21 -22 22 -24 25 26 -27 -28 -29 -30 -31
leaf_value=3.6539687548016781e-05 -6.9383663717412796e-06 -7.7617120681873592e-05 -5.272040614688376e-05 -0.00010319578247526333 7.0734141703659371e-07 0.00025179906507486811 -9.0581057198050745e-05 -0.000262512798707332 0.00063929771425375059 0.00011597330205181105 0.0002198794124792584 -3.6028149782506684e-05 0.00010187810145335305 -9.929315415134612e-05 9.7084341286948796e-05 0.00015081888669679115 6.5593140120003349e-05 -0.00024827133264948759 -0.00026521497817823329 0.0001866612641780283 0.00013357374297712452 0.00023872133166971243 -0.0001272318933493682 -0.00014018837049334842 4.4479778179543203e-05 0.00023277415268190842 6.7639685938823964e-05 -0.00016882976623685191 1.7092936104986053e-05 4.4886989954808947e-05
leaf_count=29559 48652 7439 94773 10681 18652 4219 11003 2150 430 9956 2316 13658 3837 840 3066 4398 9681 1628 575 1435 8405 1455 1606 7615 3527 1301 2609 33529 12747 10189
internal_value=0 -0.0172077 -0.0217252 -0.0311642 -0.0161135 0.0475337 -0.0277943 0.0151983 0.0474156 0.0138139 0.0282631 0.0101308 -0.0465575 0.202259 -0.0671355 0.0355818 0.00417258 0.0240553 0.0986919 0.299025 0.0814447 -0.036936 0.0662259 -0.0756041 -0.0983801 -0.0171465 -0.137059 -0.153311 -0.039292 -0.0289682
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 59183 31218 28902 98610 5059 85264 21518 17120 26752 10531 1865 13094 4689 3061 82198 60535 21663 39665 37056 20362 20870
shrinkage=0.000980392


Tree=5678
num_leaves=31
num_cat=0
split_feature=785 332 395 723 340 540 1450 1454 357 458 296 1464 1451 1452 1436 1431 1449 461 555 554 746 1469 771 872 942 1040 183 224 838 809
split_gain=17.0013 15.1052 32.9681 20.7744 21.7723 19.3782 28.2453 20.8288 19.0317 18.6173 18.8244 22.8756 23.2216 17.844 17.8111 21.4278 17.3472 17.812 17.1095 16.8905 17.9778 16.6153 16.5462 16.253 29.7344 19.3198 19.0008 21.1599 19.804 18.8754
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -1.0570063487222232 1.8162821653890682 0.99026637822014563 -0.35262914890079794 0.50933602050530713 0.49123202192800963 1.0000000180025095e-35 0.30327897278366861 0.23587932444621237 -0.30536821463819236 0.87536296575290062 0.60428344764309971 1.0000000180025095e-35 1.6835273741192649 4.2641419949670061 1.5520614709873077 -0.30484315083592228 2.6418189434053163 -1.2083100587446829 -1.0580439810031448 1.0000000180025095e-35 2.231519495564001 -0.52037178935754602 1.0000000180025095e-35 -0.78490323608926604 2.800203397798688 1.6518864604429058
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 14 23 9 16 -2 10 11 12 -7 -14 -5 -16 17 -8 19 20 21 -9 -10 26 25 29 28 -28 -3 -25
right_child=1 5 -4 4 -6 6 7 18 22 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.1147147485047325e-05 -5.5300197537875159e-05 -1.8491713350525192e-05 -6.8446497423066741e-06 -0.00012443587973218472 -0.00036325413963238115 -0.00026432682378089837 0.00015397238138587126 0.00061998376645800205 -0.0005566331671117364 -0.0001244144253480885 0.00023423728355201153 0.00020152699410035845 9.7493094361862884e-05 -0.0010426748273175497 7.9496629091453924e-05 -0.00017629538070292215 0.00058186614019380806 -0.0015263903841177286 -0.00066519621874430019 0.00011094555871081047 -0.0014573998170003038 -0.00024970753518015773 0.00021957839614341107 -3.3665519739379237e-05 0.00023717466775016461 2.5919708143975117e-05 2.3441791535349056e-05 -0.00013771459862878539 0.00036565964322477531 -0.00027988372345301774
leaf_count=29559 8901 51721 82513 46520 4858 1887 8602 100 290 4547 1674 1426 1733 64 6218 3704 374 29 163 2158 48 849 2758 24932 2390 50283 5630 15654 716 1630
internal_value=0 -0.0154262 -0.0351588 -0.0858307 -0.110521 -0.00200641 0.0523691 0.120323 0.0161397 -0.0232938 0.0458349 -0.0166965 -0.104093 0.0618772 -0.0979151 -0.001009 0.171236 0.151929 -0.0210286 0.0129258 -0.218287 -0.153971 0.179239 -0.0125029 0.00999506 0.00149723 -0.0378881 -0.0959467 -0.0134124 -0.0517273
internal_count=361931 332372 155762 73249 61300 176610 23654 12323 11949 11331 6784 5110 3684 1797 56442 9922 9005 8631 3318 3155 997 949 3048 152956 79235 76845 73721 21284 52437 26562
shrinkage=0.000980392


Tree=5679
num_leaves=31
num_cat=0
split_feature=785 727 519 728 650 921 783 1443 852 735 86 1041 791 746 809 289 651 1437 1324 917 578 1459 13 773 1311 493 581 566 15 1112
split_gain=11.7241 11.4302 10.9251 17.0159 18.0519 17.7524 42.4157 20.4629 22.7727 22.3834 19.3851 18.4672 18.3789 28.9509 22.9024 20.5062 19.7749 19.4487 17.8475 17.926 18.1463 17.5672 17.2511 17.7581 18.0414 16.8569 17.6512 16.7949 16.7647 16.7036
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 1.6923072129381651 1.0525743831388839 2.2099560249315608 1.593744732512876 1.0747610123934368 2.2560756724538602 1.4680215992272687 1.8123759085271225 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 0.70036819076278212 -1.2149334638529161 1.1070026357714988 -0.06045160922923843 -0.17189113104522832 0.30711866236834834 0.052484712102878438 2.0435551016551368 0.82499989687732411 2.2401583428922476 0.27152336588760845 0.25490253223520631
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 12 7 8 9 10 11 27 -5 14 15 -14 21 18 19 -16 -21 22 23 -17 29 -23 -27 -7 -18 -25
right_child=2 -3 -4 5 -6 6 -8 -9 -10 -11 -12 -13 13 -15 17 16 28 -19 -20 20 -22 25 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-1.4599208778469016e-05 4.7440428708579306e-06 7.4193114819954271e-05 3.4574485939932761e-05 -4.8459834961090792e-05 0.00013346319017165301 -4.4848445189409021e-05 0.000264673916908147 -0.0001249237778765581 0.00016212470120073006 0.00022980082350808158 -0.00029610566531537464 0.00034240912352801866 -0.00027962657091861511 0.00010332967898591406 0.00044013981811223208 -0.00011447090277134491 0.00056961551387681023 0.00023379121891753594 -0.00010731541447186057 2.6921442142095425e-06 0.00028261497477996062 -5.6155976196313403e-06 -0.00022441045632864834 0.00020306114925616687 0.00056313929508560671 0.00086637859876960844 -0.00079312756037929096 0.00033036540062785831 -0.00010831395787634291 -0.00070239545457853798
leaf_count=12551 52958 17008 21518 148889 6225 15560 3065 6902 4478 1520 1655 728 5765 10171 592 4710 461 1630 6412 19385 1488 8084 7692 524 566 257 85 546 304 202
internal_value=0 0.0356853 -0.0120723 -0.0161304 0.0188327 -0.0254215 0.0235608 -0.00386329 0.0254579 -0.0101981 -0.0353536 -0.0133163 -0.0341792 0.000149673 -0.0253239 -0.0891125 -0.0585074 0.0159721 -0.000590861 0.0327836 0.0213258 -0.0771211 -0.141861 -0.0240369 0.243932 0.0194489 0.613161 -0.0300333 0.300964 -0.0532092
internal_count=361931 29559 332372 310854 59183 251671 34454 31389 24487 20009 18489 16834 217217 68328 58157 28650 22885 29507 27877 21465 20873 22120 13694 6002 1292 8426 342 16106 765 726
shrinkage=0.000980392


Tree=5680
num_leaves=31
num_cat=0
split_feature=470 464 713 670 409 1373 389 126 1270 1023 78 1260 553 779 56 146 768 345 979 102 1461 15 1462 622 357 215 630 391 351 773
split_gain=7.98794 15.1892 14.2993 19.9044 15.7241 13.869 16.7875 22.6266 15.2732 16.4185 16.0306 14.7471 14.4569 14.6621 14.0981 15.3105 14.1602 21.1748 18.1257 15.4406 14.5302 14.5794 14.1276 20.0026 13.5094 14.6452 18.7695 18.6577 15.6853 14.9149
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.8072418525143996 0.8569055847881154 2.0012238438612475 1.402259659649604 0.87457202968949976 0.36003600613833892 1.513024725496541 2.4351443424629333 0.46555623797958356 -0.41639634960040528 1.0000000180025095e-35 0.39423788135828658 2.3610554951941536 1.843104590402233 0.17574225093130683 -0.89340856446050443 0.60207842951622192 0.83871468245244596 1.2253339163776633 0.15803448352467073 0.19011861193214205 -0.82230118900089877 -0.63652788133906546 1.0000000180025095e-35 -0.60967316198698562 1.0289876380082534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 4 5 6 8 12 14 -10 11 -11 13 -8 15 16 20 18 -18 -20 -4 22 -22 -24 -1 28 -27 29 -26 -28
right_child=-2 -3 3 -5 -6 -7 7 -9 9 10 -12 -13 -14 -15 -16 -17 17 -19 19 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0018531760505979202 0.00031980324751215879 0.00010519876327082261 0.00042336163461303831 -0.0069592851088914817 -0.017668992097309429 -0.0041596364459556669 0.0097607113370691695 -0.021138910552615919 0.001287154624139922 0.042919438408501709 -0.062139500802940298 -0.068001941911082775 -0.0082489242523490058 0.035218290592703871 0.0043798974390862055 -0.012486802661420174 -0.021995013004184008 0.18270674282968558 -0.059799768689241174 0.10970214432261281 -0.01257921786610252 -0.03667745726488774 -0.014350975464186295 0.07980257338352327 0.01266565178158538 -0.0033155889460940394 0.026476027323471318 -0.0010145208937877123 -0.024677691589066679 -0.023242300549241403
leaf_count=8315 191352 89765 9457 27310 2201 16009 577 240 1047 420 50 22 296 595 4939 3015 152 28 27 45 1179 456 93 74 374 998 1391 856 547 101
internal_value=0 -0.0166247 -0.0482851 -0.066261 -0.0314253 -0.0222144 0.0219074 0.239758 -0.00385815 0.278417 0.641702 0.757639 0.347724 0.451394 -0.0240891 -0.0746689 -0.0237555 0.785433 0.438566 1.52542 -0.0369057 -0.281468 -0.12409 0.604905 0.0352644 0.146063 0.21392 0.335575 -0.178086 0.472145
internal_count=361931 170579 80814 68232 40922 38721 22712 1708 21004 1539 492 442 1468 1172 19465 14526 11511 252 224 72 11259 1802 1346 167 12582 4267 3346 2348 921 1492
shrinkage=0.05


Tree=5681
num_leaves=31
num_cat=0
split_feature=785 727 905 80 566 707 1382 495 1174 1085 838 1465 904 83 1458 347 564 1398 843 81 691 1454 1451 677 558 1124 762 704 913 277
split_gain=8.05997 9.59379 9.9564 10.8423 9.71399 10.3791 10.209 9.65373 10.0586 9.87358 9.63569 9.63489 14.3067 13.0542 12.3988 11.87 15.1877 15.7022 15.5618 14.5366 14.4326 12.9074 13.2303 12.0135 11.3274 11.2839 13.574 10.9923 11.7182 11.6472
threshold=-0.86283290253235112 1.0000000180025095e-35 1.037999635394202 0.48337621328931629 -1.2405563060544258 -0.14799897390832722 -0.85867175985138444 -0.6212510524148106 -0.72744521519817162 0.65345832377966362 -0.8733897597569088 -0.51322729858334903 -0.68145567976877131 2.0533319714792264 -0.46589091170928792 0.10242394995408317 -0.24121458493668982 1.0000000180025095e-35 2.0432904141844479 0.32067913021457201 1.2168357488504873 -0.44720214228684146 4.6300963094282297 1.0000000180025095e-35 -0.024675229274825149 -0.20156058957371362 0.085988710853041925 -0.98183107156723304 -0.99598957054307924 -0.76344612237437992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 8 -5 -10 -7 12 -3 27 -13 21 17 24 20 23 -18 -16 -23 -19 -17 -22 -27 -14 -29 -30
right_child=-2 11 3 7 5 10 -8 -9 9 -11 -12 14 13 -15 15 16 18 19 -20 -21 25 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0018863702227992106 -0.00032581319009367528 0.0096257108462192362 0.055488502020618648 -0.073337549216464723 -0.067468610181505767 -0.019748806141274625 -0.0092626025960545026 0.031642319693795905 -0.015610474789851479 0.063128398136318806 0.012146314234562063 0.010131536160920936 -0.030859628433322461 0.027777107388360207 -0.011091644367154367 0.016859800381789927 0.019429547576393407 -0.085326701164169697 -0.069134760194413031 0.0096553616701861439 0.016387627656170054 0.0038030734331814678 -0.07457159457263865 -0.022291275075990817 -0.015094259735749111 -0.071654123035781989 -0.00078135519160431137 -0.033286924111880681 0.013557940763115906 -0.0050770882481056476
leaf_count=10956 332372 1516 38 24 61 148 271 316 72 23 642 4647 223 177 1265 399 1648 77 34 84 132 2611 30 88 244 65 77 172 537 2982
internal_value=0 0.0331759 -0.0132151 0.15012 0.0366885 -0.00195068 -0.347756 0.444679 -0.123978 0.209976 0.130774 0.0699456 -0.00891872 -0.0774046 0.108885 0.0459165 0.161269 -0.0873572 0.278365 -0.576253 0.304781 -0.0359814 0.0585367 -0.976984 0.10493 -0.188509 -0.619626 -0.104053 -0.0752093 -0.0469883
internal_count=361931 29559 12551 1595 1160 1122 332 435 119 95 790 17008 5607 4091 11401 6754 2848 892 1956 249 1922 3906 2641 165 643 274 142 3914 3691 3519
shrinkage=0.05


Tree=5682
num_leaves=31
num_cat=0
split_feature=21 1258 1449 1035 1116 1423 1454 1259 1110 429 1104 21 424 623 1318 348 500 1313 1120 1329 418 168 131 1104 897 350 1182 841 900 1199
split_gain=8.01951 9.33527 8.48562 12.2464 8.96719 8.44931 11.9829 16.4185 18.5499 15.383 16.386 15.3367 11.8635 16.6134 18.1017 15.7288 14.2047 13.0723 13.9061 13.4926 12.4687 12.2738 14.0232 14.0429 13.2542 13.0148 15.0187 13.7242 16.549 14.0513
threshold=-3.9164670491403295 -0.85376999021580235 0.74561756370782817 -0.11049815927367827 0.16414091816840312 1.0000000180025095e-35 3.4974816677026177 -1.0293766702562135 0.60137470675548077 1.2480053323658626 1.0684194774051445 4.5933813388752975 2.0951681415121222 -1.4346121815833415 -0.52310749062401773 1.8676446262500981 1.5763418632314641 0.58766904559338473 -1.3509416263841589 -0.27258632814839673 0.17468421792550823 2.083638303870464 -0.37314326152536875 -1.4311678642092063 2.0923663599082096 0.31977797460634466 -1.3160172592053045 -0.033374130122243363 -1.0330535356984842 3.0534522793090306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 11 8 -8 10 -9 -2 21 -14 15 16 17 18 -15 -20 -21 22 23 25 -23 26 -7 29 -29 -28
right_child=5 2 -4 4 -6 12 7 9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 20 -22 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.034061712838097384 -9.3669241019665621e-06 0.025764137589337696 0.027776109102812516 -0.015031965864787359 -0.11173901357000685 -0.026057749714967656 -0.00083420507248477662 0.0097427633238529043 -0.047497996110792334 0.028149968707353309 -0.011717891203693426 0.052324270246740794 -0.031542306253089542 -0.037776369897993295 0.0013715213507945511 -0.063549276925385964 -0.04053625235764971 0.011624374195981474 0.065774885395426405 0.064586721916447695 -0.01386265411834414 0.0032377504434083397 -0.00086158522621706732 -0.0057781879407925139 0.040221945179282848 -0.016618171687193994 0.00065819026388050741 -0.0052170670698933261 0.051456185306170112 0.074262191249594101
leaf_count=53 282457 74 407 42 20 203 493 2524 151 410 514 70 279 40 1562 39 69 313 253 52 86 4049 40523 25322 132 455 764 173 360 42
internal_value=0 0.277756 0.373445 -0.130381 -0.902813 -0.00324113 0.00209793 0.119068 -0.205526 0.177807 0.123038 0.000102954 -0.0287203 0.143569 0.19924 0.492305 0.55944 0.640437 0.905591 1.01989 0.353843 -0.0351194 -0.044548 -0.0977467 0.090351 0.142994 0.264353 0.370739 0.722333 0.12413
internal_count=361931 596 543 136 62 361335 286619 4092 644 3448 3038 282527 74716 2693 2414 852 813 744 431 391 138 72023 67842 27319 4181 1997 1542 1339 533 806
shrinkage=0.05


Tree=5683
num_leaves=31
num_cat=0
split_feature=1466 1452 1457 123 1464 21 1464 10 1457 1451 1453 1470 1451 1464 1454 1463 1465 1459 1466 1452 1459 1470 1464 1462 1455 1470 1184 1458 1121 1466
split_gain=7.85673 23.1016 38.7489 28.5402 26.4848 40.3627 24.2949 24.4676 24.9772 24.1017 27.6515 27.1228 32.8819 26.588 25.9286 25.3128 24.9487 23.176 45.5671 51.0661 37.8427 36.2464 29.1534 26.797 22.3096 22.2594 21.498 21.3375 21.6126 21.2582
threshold=0.37829601484295772 -0.4023942616259798 -0.31328848803260229 1.2109530496950989 -0.39598274184098597 1.3785497256249488 -0.42340888693973067 2.0571466207270639 -0.45561815292687652 -0.2263619558997208 1.2041679343814773 -0.3493255348394198 3.5143912332641718 0.16676341185298507 -0.53254169354491554 0.29882605968400883 4.1805237560306479 0.066535483750973831 0.47080750042056613 2.6328010634086039 -0.05064362051825478 1.5390002046316091 1.4925201905101055 1.1404215255430115 -0.11655890663531634 2.3313874147227929 0.25582260114466598 -0.707411632239202 1.3115818422461887 0.33394102906587103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 4 -4 5 6 7 8 25 10 17 13 -13 15 -12 -11 -17 18 19 -3 21 26 23 -19 -22 -2 27 -20 -29 -1
right_child=1 9 3 -5 -6 -7 -8 -9 -10 11 14 12 -14 -15 -16 16 -18 22 20 -21 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00030102141351294204 -0.003800298425576542 0.035022038169931331 0.00049503179244563304 0.016975614262848552 -0.0026766448397273972 -0.058203595708969796 -0.046897213324663817 -0.057690453575491109 -0.025400206325248344 0.0099883819274843143 -0.020973453603107969 0.0097856358679292623 -0.03648543773665832 -0.0026872566855033158 0.010898389675821575 -0.0032948240311356197 0.052488658315232133 -0.017209479615385152 0.0079570814303108351 -0.067475327750193312 0.03612234174875413 -0.041497805833819096 0.0077324111124536937 0.0019378498804651656 -0.023614327894633941 0.059176249015117414 0.0065361025488325274 -0.0092931920957771332 -0.042683395368822229 -0.0083862371008588937
leaf_count=276854 3095 723 14450 1425 9321 288 297 161 950 6747 429 11128 248 9221 3108 3881 86 4254 860 73 408 405 1216 1293 152 72 2289 3075 384 5038
internal_value=0 0.0178064 -0.0353008 0.0441213 -0.12868 -0.275444 -0.219589 -0.175386 -0.14069 0.0479559 -0.0194644 0.086799 0.178326 0.0360494 0.15491 0.114876 -0.0341867 -0.0666017 0.0175217 0.526893 -0.0435739 -0.0951492 -0.170633 -0.246328 0.517639 -0.0429992 -0.0539525 -0.156624 -0.249358 -0.00882063
internal_count=361931 80039 30059 15875 14184 4863 4575 4278 4117 49980 18669 31311 11376 19935 3537 10714 3967 15132 8369 796 7573 7013 6763 5547 560 3167 6608 4319 3459 281892
shrinkage=0.05


Tree=5684
num_leaves=31
num_cat=0
split_feature=681 1312 831 843 559 962 1052 701 878 1110 1381 771 290 360 1457 82 917 501 360 352 418 899 294 1174 211 488 1174 125 414 1
split_gain=7.7816 11.1817 14.7843 12.7321 14.7438 17.6815 18.8941 15.711 14.3028 13.0656 12.5736 15.4727 15.709 14.481 12.9227 12.5023 12.708 13.7336 12.475 12.3172 11.8297 11.896 13.7331 11.7881 14.4059 11.9796 11.6951 11.6378 14.514 13.0027
threshold=1.0000000180025095e-35 1.1621068178089715 -1.7549348092731938 -1.3860802435066075 0.63773194010380974 0.78457125397875782 -0.73429377181649313 1.8267319383868543 0.66426471340353599 1.0381958202809616 -0.32382629208646058 -0.42618934654098978 -0.073496967656195095 0.71775097214355599 1.2180895490156352 -1.4523797278687152 -0.48937409374277724 2.3210494673294781 1.0000000180025095e-35 -0.60491127681751855 -1.3089940439134407 1.9556542118207265 -0.39872928523208778 -0.49517038455981754 0.78884763632011368 0.52674321734924689 -0.63453528294283001 0.58518330826110332 -1.7495946904330439 1.7095037198774041
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 6 -6 9 23 15 14 12 13 -12 20 -2 -17 -18 -14 -15 -4 -22 -23 25 -25 -8 -20 29 -29 -5
right_child=1 2 10 27 5 -7 8 -9 -10 -11 11 -13 18 19 -16 16 17 -19 26 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=5.5570903879890685e-05 0.01424210081708931 0.033031278034842237 0.044380976978720676 -0.0025324152086646443 -0.015650957138675748 -0.016348780013755657 0.073832159081370516 0.024597502370477094 0.085174052985799789 -0.04176510479774196 -0.020439358969551222 -0.011948164574431307 0.0063757763399775432 -0.031250579222849677 0.013336037472243252 -0.029442109762283543 -0.011606861710573116 0.043941482553622555 -0.015489088029010084 0.052299083177562371 -0.027293219106744052 -0.040358487843670798 0.061745976871297993 -0.043289867681070224 0.063506600996623502 -0.02810084819251172 0.056857403816547795 -0.03430924918144055 0.0046890223311425016 0.0098796069020199509
leaf_count=316432 344 252 37 25404 187 697 95 170 71 471 780 2265 499 73 202 993 1241 98 57 107 1842 39 54 119 41 32 241 192 6912 1984
internal_value=0 -0.037005 -0.156456 -0.0211913 -0.176973 0.137733 0.473121 -0.275232 0.837874 -0.331594 -0.182602 -0.0774052 0.149706 -0.165315 -0.360842 -0.254961 -0.333797 -0.139426 0.434193 0.549728 -0.443579 -0.483992 0.41691 0.470754 -0.188909 1.03618 0.87583 -0.00555639 0.07831 -0.0347663
internal_count=361931 45499 6448 39051 4559 1242 545 3317 358 3147 6196 4022 1757 960 2174 2676 2332 1339 797 180 1972 1935 93 287 160 127 298 34492 7104 27388
shrinkage=0.05


Tree=5685
num_leaves=31
num_cat=0
split_feature=794 581 675 1178 1111 1458 346 892 1260 1042 980 1250 278 1183 1036 82 13 639 773 900 901 1040 1097 1244 1391 432 1259 1174 572 145
split_gain=7.7096 17.7831 17.117 16.7519 14.9167 14.1217 20.2882 14.0522 19.0714 14.2191 17.2399 17.0942 17.032 15.8425 15.9029 12.7453 15.7528 17.5892 15.0696 14.0597 15.4991 20.5786 16.3264 13.9614 12.8647 12.9797 12.6218 15.5313 12.618 12.5633
threshold=2.2041218380651819 0.82499989687732411 2.1576879949891059 -0.3969227187715037 0.53495285151362548 -0.23097911365038068 -0.61542038947426503 1.9068424810613485 0.38651044332247492 -0.63783799341398717 -1.34895437829021 1.4318656568867927 -0.42203193923082988 1.5462179033831862 -1.01869384892599 0.028209295652497492 -0.47702522388330948 1.4707076201372336 0.43762604779477182 -0.96113457146759884 0.49429178896966419 -0.38373979843178252 0.56536575231373476 0.034537744455022328 0.10548066189263917 -0.31485576223007034 -0.37170886717679147 -0.61130779987899453 1.2233371839533986 -0.11494441752713007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 15 -7 9 -9 28 -11 13 -13 14 -12 16 17 18 -2 -17 -21 -22 -23 24 25 -20 -10 -28 -5 -16
right_child=1 -3 4 7 -6 6 -8 8 26 10 11 12 -14 -15 29 19 -18 -19 23 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00024592960639228224 -0.0012028298139617217 -0.0058376932957775671 -0.024757777319230741 -0.00171886549881153 0.026876307415846297 -0.01048333845321923 0.012992704814363723 -0.037100673231835156 -0.053264444187320105 0.062352003776822928 -0.023345957117251154 -0.0051618522084852497 0.044152170551883585 -0.021195260819422034 0.017634941666219799 -0.045266223269450491 -0.0095279201115934485 -0.0699184610588965 0.030581015011760221 -0.016285946041096098 -0.027872975165268068 0.088926278960942434 -0.0044469199016835756 0.076523709754083444 0.062613312869876356 -0.057191768306161732 -0.055710791348909376 0.069188314549799457 0.025745782733946489 0.0055126567311985361
leaf_count=345285 225 3317 431 1822 77 731 1639 317 36 97 178 116 286 230 2271 244 768 45 55 904 92 55 42 86 55 60 22 67 245 2133
internal_value=0 0.0467238 0.0825143 0.0994772 -0.322181 -0.0112603 0.11646 0.162689 -0.322995 0.18168 0.244315 0.227845 0.636042 0.187069 0.214839 -0.1384 0.0410146 0.368907 0.484809 -0.301401 -0.199451 0.428823 1.067 0.852289 0.412355 -0.127297 0.470914 0.88577 0.0268447 0.240956
internal_count=361931 16646 13329 12821 508 5001 2370 7820 442 7378 5311 5214 402 4812 4582 2631 1294 526 481 1337 1093 189 97 256 170 115 125 89 2067 4404
shrinkage=0.05


Tree=5686
num_leaves=31
num_cat=0
split_feature=50 263 705 321 1221 420 692 1314 335 120 420 936 693 700 1091 1324 695 1397 1470 355 424 775 1326 3 697 45 16 833 744 21
split_gain=7.6823 13.4954 16.3819 16.7676 16.9775 18.2468 17.7943 16.3714 15.7929 18.5402 15.2543 14.5997 15.1914 14.4483 14.3734 14.4451 13.9457 13.3891 13.3411 15.1876 14.183 15.2402 15.1809 17.0534 15.5087 14.1341 15.6038 16.876 15.2176 18.1002
threshold=1.0000000180025095e-35 0.66115833724634121 0.63739639040394469 1.0000000180025095e-35 1.0000000180025095e-35 0.42189768905123404 -0.52117438419512452 -0.55020362799082789 1.8693870961107655 3.5559217545737982 1.5172102198545356 2.3359524927505695 -0.25713187805821031 -0.28126569361653192 1.0000000180025095e-35 0.99211257276485509 -0.53601866550941735 -0.82633031749482433 -1.319112866592808 -1.5205368820275069 0.14140479621092444 -0.16421355470848478 0.54453285779984728 1.1776147513267083 0.033147151650723988 -0.4851739300165801 -0.51812394252758887 -1.3353372168052078 4.7353096614380181 1.5676574675808517
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 7 6 -6 16 10 18 -10 11 -4 -13 -9 15 -15 -5 -18 20 -20 21 -1 23 24 -22 -21 -27 -28 29 -29
right_child=-2 2 3 4 5 -7 -8 13 9 -11 -12 12 -14 14 -16 -17 17 -19 19 25 22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.006747407670203061 0.00034297198873769276 -0.0007209825693101626 0.022390065387808647 0.010465859078994326 -0.018214317822541248 0.0073990018898974141 0.0066323824566158363 0.00027155249373692015 -0.0089115179213651498 0.10177831942664956 -0.022761138439275005 -0.087574896641815225 0.013303575227923668 0.03895915278272935 0.0069327294865043094 -0.018245694499799531 0.010707349563059073 -0.037235977909620646 -0.015839428235164078 -0.0032380374863088287 0.025444754201201455 -0.0067416534179291498 -0.0043120585154522535 0.079141871981678227 -0.0032766858793437585 0.0028226669097560085 -0.015726608453700403 -0.00049601791319112902 0.036670910118469395 -0.01055198939771541
leaf_count=2270 197382 23134 1517 193 1062 519 3357 2887 7837 48 118 41 40 332 1059 64 95 318 1753 48072 717 2002 508 48 477 20866 1988 40247 119 2861
internal_value=0 -0.0157995 0.0218674 0.0873349 0.000408884 -0.197305 0.0740231 0.165775 -0.0300891 -0.16768 0.348307 0.401628 -0.5454 0.0963907 0.26598 0.611215 -0.283073 -0.519358 -0.0237745 -0.0312089 0.079481 0.0111578 0.257321 0.393709 0.331871 -0.0279285 -0.00398668 -0.0305641 -0.0217558 -0.0248352
internal_count=361931 164549 34736 11602 5544 1581 3963 6058 129813 7885 1716 1598 81 4342 1455 396 606 413 121928 115906 6022 4272 1750 1242 1194 114153 66081 45215 43227 43108
shrinkage=0.05


Tree=5687
num_leaves=31
num_cat=0
split_feature=253 1442 1461 559 975 1077 761 48 14 948 744 1466 1465 2 494 1392 1439 1394 1043 140 284 1320 1178 809 917 980 1392 152 1178 479
split_gain=10.9917 13.6298 16.3215 15.2886 14.5853 15.2777 14.8523 14.554 16.398 15.8941 18.4447 20.0881 18.8333 18.5408 20.2848 18.0221 17.1037 16.4817 15.3781 14.8384 14.7453 16.23 20.5556 14.5968 16.8266 17.2918 14.2802 15.2321 15.5491 14.1391
threshold=1.0000000180025095e-35 -1.2625182715263061 2.5032120688259147 -0.012312793519636406 -1.0817847356815113 1.4357019976763823 -0.26286168266130211 1.0000000180025095e-35 -1.7926358038970283 1.0000000180025095e-35 1.0000000180025095e-35 0.21011020316792214 -0.4169998711162784 0.40477191014799835 0.94698797494269982 -1.4271393321189521 3.9181687522368662 -1.1009079839827429 1.1985752104141596 0.10280084052660131 0.7114555054455215 0.42567944131252861 0.98632522490293961 0.66649192610754393 -0.25031696023828048 -1.1249798698964946 -0.95244706794026779 -0.73893964600649975 -0.18843317363796441 0.79973094156546287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -3 -5 29 -7 9 -9 -2 11 15 13 14 -13 -11 -17 -12 -14 -10 23 22 -22 24 25 -19 27 -23 -29 -6
right_child=1 3 -4 4 5 6 -8 8 19 10 17 12 18 -15 -16 16 -18 20 -20 -21 21 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.2758020267236832e-06 -0.00011650840077648874 1.2523732192584554e-05 0.00020402147068788985 9.4517495778592526e-05 -2.342567824369816e-05 -2.9097848552173805e-05 -0.00043131356252759531 0.00085138671485324028 -0.0001061293300668957 -0.00097833883239110552 -0.00040959579368169058 9.7645720921680837e-05 4.4460152664178551e-05 0.001436257022881525 0.0019324397073827936 4.4856735350359454e-05 0.0039422845569003729 -0.00084621187784597032 0.00079982533569824133 -0.00033874000410380809 0.00051852532002676782 -0.00088139871367607259 0.0028463079968953776 0.00032951938276371733 -0.00048067784820197452 0.00017015061649086206 -0.00045084749678174344 0.00015715416373348039 0.0025580493240262166 -0.00013867088788496517
leaf_count=231805 12313 53060 1202 3889 24628 1158 1400 113 5926 202 1399 322 1184 153 43 4264 21 223 168 3774 293 29 20 344 1227 843 247 34 22 11625
internal_value=0 -0.0272072 -0.0776994 -0.0135708 -0.0508043 -0.0661451 -0.265414 -0.0912664 -0.188282 -0.0539352 0.0304533 0.13535 0.373706 0.811868 0.402754 0.0182706 0.0550104 -0.108925 0.192429 -0.202179 -0.0104244 0.323356 0.707579 -0.117975 -0.221452 0.0259383 -0.0986364 0.73005 1.37569 -0.0530368
internal_count=361931 130126 34366 95760 42700 38811 2558 33164 9813 23351 11038 6357 1870 518 365 4487 4285 4681 1352 9700 3282 645 313 2637 2293 1066 332 85 56 36253
shrinkage=0.000980392


Tree=5688
num_leaves=31
num_cat=0
split_feature=1431 840 421 705 628 704 1121 277 1113 900 77 910 69 1329 120 959 478 1381 766 365 704 590 47 835 1061 82 268 558 1174 660
split_gain=7.69563 12.4288 13.3008 16.4635 14.5466 14.2975 13.3415 12.9133 12.9943 12.7871 13.9042 13.4762 12.7467 12.469 13.716 13.5175 13.3581 12.3702 12.2916 12.2442 13.6556 13.2966 13.4888 17.3728 16.136 16.7693 13.9243 13.6093 13.6542 13.2637
threshold=1.0000000180025095e-35 2.6367356733857314 1.1303793172061549 0.85154028700297968 1.3557875204452059 -0.060920859623138861 1.5847543623904816 -0.44618069211154493 -1.3619986686899552 -0.062147518581530482 -0.80167073366667752 0.26073362170056824 0.2176171104261346 -0.29910527366491785 1.0077541972150732 0.53634897431379003 1.0000000180025095e-35 0.2162932458904506 -0.27878926941396026 1.252139075762716 2.6853649509958566 -0.67541201360492764 1.0000000180025095e-35 -1.0730128210967653 1.0000000180025095e-35 -0.61397389527236579 1.3237862777837373 1.2935404261849552 0.046804220263008726 2.2546142313779782
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 3 6 5 17 7 8 -3 12 11 -11 -9 14 15 -10 -17 -5 -15 -2 21 -21 -23 -24 29 -26 -27 28 -28 -25
right_child=1 2 -4 4 -6 -7 -8 9 13 10 -12 -13 -14 18 -16 16 -18 -19 -20 20 -22 22 23 24 25 26 27 -29 -30 -31
leaf_value=0.00029467371555255348 -0.0006538733236076935 -0.052716972404893071 -0.015497787592705765 0.037758915495477163 0.074014235806969295 -0.0062897289960500181 -0.038847860476896555 -0.0055881109555157493 0.085092001629619676 -0.027732434807294232 -0.032497148803301401 0.061187418033057432 0.029828023324120601 0.029476014919483446 -0.040473655184988161 0.041706074701738052 -0.059891277350730347 -0.013391635298028877 -0.024732877893105371 -0.014574230739486722 0.031575862597417875 -0.0084909793978379961 0.016673678186637744 0.0041587429094051744 0.0057376805938807798 -0.026433012730750629 -0.038607262854358428 0.082053165660418453 0.02624033026565091 -0.030366167622374048
leaf_count=222373 120952 36 453 366 57 202 144 406 79 50 305 58 217 121 36 117 24 75 135 2708 143 5434 949 3756 854 1358 124 23 125 251
internal_value=0 -0.0174351 0.13978 0.199953 0.478208 0.376452 0.0634626 0.118047 0.405465 -0.0464715 -0.386127 0.392832 0.170292 0.495004 0.824682 0.987451 0.58396 0.596261 0.0912222 -0.0210703 -0.0931392 -0.102019 -0.0685427 0.00621516 -0.0455766 -0.238141 -0.40104 0.145641 -0.095287 0.0491143
internal_count=361931 139558 2881 2428 700 643 1728 1584 548 1036 413 108 623 512 256 220 141 441 256 136677 15725 15582 12874 7440 6491 2484 1630 272 249 4007
shrinkage=0.05


Tree=5689
num_leaves=31
num_cat=0
split_feature=785 519 713 930 848 921 783 1443 762 486 476 1185 493 410 991 852 791 746 809 289 1437 651 222 854 797 84 797 965 414 772
split_gain=13.4756 11.7928 17.422 22.4712 20.409 19.5518 41.7571 20.5611 22.505 18.9381 17.8771 20.8339 18.2519 18.0332 17.7809 21.3246 17.1296 27.968 22.3818 20.8429 19.3808 18.8961 18.5585 17.6226 68.945 18.3117 18.0127 20.7722 22.2044 16.9954
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0000000180025095e-35 3.5086024243106082 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 1.8692550303841236 0.52296557744356353 -0.71602247989319323 -0.012178551342102736 1.644349105518915 0.92095852375103993 1.0000000180025095e-35 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 2.014354030516309 -0.87473648844905705 0.63961785378869596 -0.010139945829889745 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 0.94391587442470348
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 16 7 8 14 10 -2 12 -12 -13 -7 -16 23 18 19 -18 -20 22 -21 24 25 -4 29 28 -28 -25
right_child=1 -3 5 4 -6 6 -8 -9 -10 -11 11 13 -14 -15 15 -17 17 -19 20 21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=3.7749018524450393e-05 -1.9285486503444429e-06 3.576941407108365e-05 -0.00023120920203224251 -2.9867081577959632e-05 0.0003729360280192604 -2.9326248037898472e-05 0.00026390508326176742 -0.00012300166508745494 0.00023604054482558647 0.00030187684213657436 7.0304980804195073e-05 0.00021066539374166483 -0.00035992960099219328 -0.00033121221480958868 -1.2118682729029988e-05 0.00028830188833707749 -0.00027931186561327834 9.8667587216732578e-05 -2.6587194024198352e-06 -9.3069984172055375e-05 0.00023108559592916817 0.0002846251097040946 0.00027740953415550737 -2.6178124079326243e-05 0.00026258239767346412 2.7107788130387476e-06 -1.2813726477125347e-05 -0.00017326479685287414 -0.0002165980880553943 -0.00010704078105712061
leaf_count=29559 14440 21518 3481 30444 623 18167 3076 6926 2064 1436 1697 6078 790 396 2666 1927 5860 10309 28211 21582 1632 775 829 85715 3676 3851 15858 16005 4096 18244
internal_value=0 -0.0126952 -0.0169113 0.0198557 -0.0216628 -0.025957 0.0251413 -0.00177899 0.027261 0.0721834 0.0546267 0.1288 -0.0553768 0.190174 0.00452394 0.127759 -0.0350584 -0.00212304 -0.0269842 -0.0895273 0.0136144 -0.0587792 -0.0768352 -0.0496332 0.0378877 -0.104558 -0.0577727 -0.106652 -0.0542396 -0.0414903
internal_count=361931 332372 310854 55904 31067 254950 34826 31750 24824 24837 23401 8961 2487 6474 22760 4593 220124 69198 58889 29046 29843 23186 22411 150926 11008 7332 139918 35959 19954 103959
shrinkage=0.000980392


Tree=5690
num_leaves=31
num_cat=0
split_feature=1464 1450 1452 1452 1457 1451 21 1450 942 1465 1455 1456 1460 1468 1464 1103 1466 1313 1112 21 809 1470 358 1470 1077 329 558 1456 10 1187
split_gain=7.68451 12.539 19.9078 18.6749 28.6597 21.5712 22.5448 18.6768 18.4815 17.6567 20.5593 22.9844 17.6269 21.8606 16.6322 16.9244 16.6664 16.6718 17.6261 16.5031 16.2914 16.4823 16.1856 16.0408 15.8897 15.8586 16.1225 14.9948 15.4996 14.9711
threshold=1.5993600128483978 1.7031245240965494 0.32331123534916567 0.15137389486705299 -0.097352447621244162 0.56703492698768387 -1.2689586617576902 0.074398950847232179 1.3389284674382023 1.9404364142468602 1.7778406063357999 2.0994270724704638 1.7056088962726312 1.8034839195215984 1.6528157289603602 -0.46121352240605806 0.041666216359983001 -1.1328808239132051 0.68487502937830269 -0.89074317784588486 1.6518864604429058 -0.077312014957371875 -0.083225130363699037 -1.1298860701531226 1.4357019976763823 1.0000000180025095e-35 -0.74334099324536773 0.48268798061829216 1.4971052079144325 0.57003187466202365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 22 14 5 6 -5 12 -4 10 11 -9 13 19 25 16 17 -16 -19 -6 21 -7 -3 -13 -21 -2 -27 29 -29 -17
right_child=1 2 8 4 7 20 -8 9 -10 -11 -12 23 -14 -15 15 27 -18 18 -20 24 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0002629333680806407 0.030402970109432877 0.032983802282133073 -0.002153088646520369 -0.047420312060466117 0.031055423846148785 0.0059065537546522271 0.017299255906957439 -0.026755309726421241 0.035956929061171837 0.012112932953600672 0.0042838628412900535 0.087770343551387756 0.023209794190836665 -0.037710292082998781 -0.042832316383496355 -0.014909083471566201 -0.0067229764965165105 0.020456679341663533 -0.012373562733873399 0.0024131604519252409 -0.041626235303781574 -0.041118329517985913 0.0061657662365909903 0.00049084418473490711 -0.043649091674688542 -0.063797475477949145 0.0085175649982635587 0.0082635183704896278 -0.047937102560483169 -0.00019729913922567492
leaf_count=339227 390 536 1756 126 245 1564 2807 1445 159 401 560 27 464 209 136 4051 1402 1078 243 1496 103 125 509 131 107 85 188 1012 82 1267
internal_value=0 0.0390009 0.17381 0.016895 0.0838788 0.204025 0.317224 -0.0394221 0.0300327 -0.184252 -0.274105 -0.424262 0.0956426 -0.00116535 -0.0602308 -0.0869154 0.0624845 0.228078 0.283441 0.0730287 0.00954631 0.0632127 0.4074 0.348017 -0.0115101 0.310723 -0.162293 -0.159187 0.0900559 -0.216135
internal_count=361931 22704 2960 19744 9810 4725 2933 5085 1915 2564 2163 1603 2521 2057 9934 9271 2859 1457 1321 1848 1792 1689 1045 158 1603 663 273 6412 1094 5318
shrinkage=0.05


Tree=5691
num_leaves=31
num_cat=0
split_feature=785 21 126 1463 1462 1463 1454 1458 1453 1449 21 1451 1463 1450 1458 149 544 1252 1220 1251 1468 1450 1460 1465 1470 1461 1453 1453 401 1451
split_gain=7.6756 9.49107 13.6448 15.6517 18.133 16.8735 27.1309 23.4467 24.4748 20.8399 17.5984 33.262 24.4633 19.9802 18.5833 16.9415 16.2787 16.1207 15.8217 17.0819 15.5014 17.5135 18.751 19.8991 26.7899 26.6373 19.116 27.588 18.8318 18.4483
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 0.27735576329560918 2.6555920454737483 0.45108069140960899 1.6537132332631717 0.53458290393564356 1.5066730237445995 -0.25215149739540188 0.43301101584543472 -0.40800734376214293 0.39531438624466758 0.20285747808121529 -0.61757707707994025 0.39264648418092096 1.0000000180025095e-35 -0.81394305773492193 0.5538688235692526 -0.13360565551265141 2.4634311514058238 -0.35262914890079794 0.30548030094620887 -0.24758448501956196 0.84122639276026845 0.015972945945272817 0.89653246390762387 0.93251450114216949 0.66778437295061321 1.2696954125804041
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 10 -9 11 14 -13 -14 -5 18 -6 -15 19 -11 21 22 26 25 -25 -24 -4 -28 -27 -23
right_child=1 2 20 5 16 -7 -8 9 -10 15 -12 12 13 17 -16 -17 -18 -19 -20 -21 -22 29 23 24 -26 28 27 -29 -30 -31
leaf_value=0.0016556004911537116 0.00084098321932975998 -0.0025447272244982608 0.0010111299023271875 0.00011867719981055749 -0.0010344389987057112 -0.00049348731351338076 0.036678264404650628 -0.040286012886740385 -0.02929249033433606 0.026183310044394167 -0.003038459250259255 -0.0084633803690010462 0.0025803889570713227 -0.0010592254967971878 0.033249362760155464 -0.037101639596366968 0.018658266321577532 0.063335342233144437 0.071164001552289941 -0.043887478770913715 -0.0080593062813299251 0.0027002021473805943 -0.0065482028563889974 0.0034628873914554154 -0.022033851512614017 -0.038195232680412347 -0.045799782832161524 -0.0050742516895885582 -0.00095797646252695524 -0.0042541770838794811
leaf_count=29559 91008 100013 34674 324 1135 28277 324 358 281 137 1164 1189 438 72 1146 128 891 173 50 99 2982 47635 4860 4150 728 790 275 3591 213 5267
internal_value=0 -0.00565333 -0.0131217 -0.0298237 -0.0455827 0.013881 0.131844 0.0871734 0.147956 -0.323372 0.188708 0.279685 0.0505345 0.422122 0.535158 0.033191 0.158803 0.906534 0.346867 0.0505264 0.00612624 0.0108247 -0.0211556 -0.107878 0.00172144 -0.200769 0.00274387 -0.151458 -0.561471 0.0393765
internal_count=361931 332372 241364 136199 102039 34160 5883 5559 4787 772 4506 3342 1872 683 1470 414 2026 245 286 236 105165 102183 49281 10741 4878 5863 38540 3866 1003 52902
shrinkage=0.05


Tree=5692
num_leaves=31
num_cat=0
split_feature=614 890 795 727 588 1356 785 747 768 434 710 854 797 791 675 338 419 660 513 145 498 216 426 7 706 140 208 361 1257 156
split_gain=12.9298 16.0045 20.3581 20.1855 31.5676 21.3221 22.7384 21.4528 18.6666 18.6343 18.4679 19.2123 50.6916 20.519 19.0958 17.5945 19.1693 17.2033 18.4795 23.135 20.2324 19.0765 19.1593 18.0272 16.8591 16.732 16.621 16.6104 16.3508 16.3245
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 1.0000000180025095e-35 2.250834115212506 1.0000000180025095e-35 -0.86283290253235112 2.2668746584208797 1.8936793896627242 3.7374297967062331 2.4381189058503279 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 1.0000000180025095e-35 0.54319667440125596 1.4458039164852012 -0.72421686037558375 1.0454229551509682 -0.74296541412576722 0.76359732391387336 -0.53227489839990338 1.6609284024027213 -1.3443557423761756 1.5724059030450566 -0.053815242189371691 2.5920731781017694 -0.8471322253625484 -0.054689339300236083 -0.19421932229001349
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 24 5 6 -5 -7 -2 -10 11 12 -4 26 25 -12 -17 -8 20 -20 21 23 -23 28 -3 -15 -13 -16 -19 -21
right_child=1 2 10 4 -6 7 17 -9 9 -11 15 13 -14 14 27 16 -18 18 19 29 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.2604586232685464e-05 -3.9048269548902001e-05 -2.5906578332312303e-05 -5.9407469356291641e-05 0.00010312248302617646 0.00024210505168717109 0.00011992328324173035 5.9849032441242837e-05 -0.00033918940032716475 -0.00030272432205481455 0.0017699972742203638 -1.5186475344329777e-05 -3.5754668214287434e-05 0.00023646675036309556 3.426714010324372e-05 -0.00029573752001828892 0.00039202605400712496 -0.00029626387573022592 -6.0345950240701283e-05 -0.00023736229063644703 0.00042568710836435032 3.0873210202038427e-05 -0.00016537913444428134 -0.00054384978740556328 -4.8656273488682198e-05 0.00010088642751657143 0.00029884809883563927 -0.00027374081116203535 2.6574178100186725e-05 0.0012119681294049495 4.0890502017160355e-05
leaf_count=107272 23784 39101 6711 10493 3726 15848 8810 474 2492 23 1792 94142 4321 2430 1006 1312 224 110 635 858 5329 7657 879 4285 6598 2182 2060 6286 98 993
internal_value=0 0.00029592 0.00568281 0.0288853 0.0555347 0.0415956 0.0125713 0.108209 -0.0623341 -0.283107 -0.0144041 -0.0192353 0.0679135 -0.0289301 0.0591964 0.148874 0.307974 -0.0193915 -0.0568435 0.1103 -0.0852187 -0.137264 -0.20629 -0.0172937 -0.00848562 0.171519 -0.0403086 -0.0134587 0.645336 0.226394
internal_count=361931 254659 228360 105894 60195 56469 40147 16322 26299 2515 122466 119138 11032 108106 11904 3328 1536 29654 20844 2486 18358 13029 8536 4493 45699 4612 96202 7292 208 1851
shrinkage=0.000980392


Tree=5693
num_leaves=31
num_cat=0
split_feature=785 728 885 718 930 545 1218 1148 608 790 1185 892 428 694 1386 979 1390 499 1117 1062 513 406 962 558 659 355 629 554 410 583
split_gain=16.1311 13.227 11.9226 17.0035 32.1044 23.5638 22.3879 20.7773 21.3762 31.9335 19.9077 20.8162 20.3894 19.2506 18.864 19.8506 19.7661 20.5583 17.9355 17.9354 17.8305 18.8559 17.7646 21.4287 19.3239 18.9841 17.1376 17.6511 18.6935 16.8861
threshold=-0.86283290253235112 -0.90320472132347296 0.35018306414905159 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 3.9048232315577729 3.073785392405322 0.66665475971017707 1.8618223311409718 -0.70607139715668366 3.2157419873176414 -1.0536737419441657 0.75024505646995632 0.37625148072740094 1.0512052939106304 -0.97986167291695836 0.32606609528600677 1.0007360560485064 0.40371806048386877 1.0454229551509682 1.3204840876176156 0.78457125397875782 -0.72348834783181692 0.62821384419828064 1.6323240847269647 0.85100208288363743 0.66713110613388571 1.644349105518915 -0.55326332990463356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 13 7 8 14 29 -7 12 -12 -5 15 16 -2 18 -18 -11 21 -6 24 -24 -16 -25 27 28 -14 -10
right_child=2 -3 -4 4 20 10 -8 -9 9 19 11 -13 26 -15 22 -17 17 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010508931405363246 7.0396572130367261e-05 5.6944640574842602e-05 6.987474361024869e-06 0.00025101900047954479 -6.8807570679086256e-05 -4.941655329554016e-06 0.00029054954794575959 0.00018317982239477763 -9.643302358112737e-05 0.0002643136849936548 -0.00024027597719722692 -0.00010865660472986419 0.00030855424428275657 -2.3639775053772425e-05 -5.1246732965750347e-05 -0.00012146978529456441 1.0647769330567405e-05 -9.9623378997405499e-05 -0.00012116134926175653 -0.00010175213078199661 -0.00019503613483113616 7.0672514033446983e-05 -1.4262824513037238e-06 -0.00030610343122428236 -0.00025859372450981629 0.00016720035401018729 -2.4873681219352971e-05 0.00056286906040339487 -0.00039475382249781114 1.5347475728456839e-05
leaf_count=3254 12246 26305 97431 1484 13992 2657 909 2047 9345 3103 376 924 2754 11777 28305 14521 44212 23329 7494 804 3109 8562 3971 8859 3411 746 591 1167 247 23999
internal_value=0 0.0424781 -0.0134838 -0.023641 0.0156856 0.0817956 -0.0349744 -0.037256 -0.0404082 0.00688726 0.167479 0.232661 0.279827 0.0121339 -0.0559911 -0.0370588 -0.0222376 -0.0381914 -0.00941421 0.194815 -0.0412144 -0.0165678 -0.101663 -0.198054 -0.0728364 -0.27211 0.314209 0.361807 0.27241 -0.0167526
internal_count=361931 29559 332372 234941 47640 21977 187301 186392 184345 37251 8716 6059 5135 13261 147094 101802 87281 75035 51706 3907 25663 22554 45292 13576 31716 9605 4759 4168 3001 33344
shrinkage=0.000980392


Tree=5694
num_leaves=31
num_cat=0
split_feature=728 813 774 858 224 348 489 563 1444 843 11 211 693 1045 76 84 553 641 1109 1256 1386 767 770 1032 766 1037 60 154 1251 622
split_gain=11.3491 13.0082 12.9351 26.0323 21.9708 15.5243 15.8692 16.692 15.6053 15.6307 17.0518 15.4793 15.2124 19.1689 15.1034 14.5361 18.5904 16.102 14.1974 14.0128 18.928 17.8437 17.8609 15.6264 15.2934 13.9323 15.5365 18.9334 14.0873 13.6326
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.2523574629661887 1.0000000180025095e-35 -0.78490323608926604 0.36649919417277432 -0.12285105999746569 0.25451457326944882 2.8016267991001516 -0.8184602725784329 1.704942803616853 0.8308994000064861 -0.99938054744754234 -0.075841810067423812 0.62202218033925571 -0.062463479132854403 -0.26557288045039185 -0.896481692472198 -0.7909645639308045 -0.76147666192920582 -0.0769872876861252 0.1206852239395456 0.75591808840257602 0.95279440661678749 -0.87594268369496131 0.42444191281811161 1.0000000180025095e-35 0.71164494381510202 -0.15782742538335717 -0.7184418468252024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 12 4 -4 6 19 -8 9 -7 -11 -9 13 25 15 16 17 -5 -17 20 -6 24 -23 -22 -21 -3 27 -27 -29 -15
right_child=1 2 3 14 5 8 7 11 -10 10 -12 -13 -14 29 -16 18 -18 -19 -20 21 23 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=3.3851934431088676e-07 -6.5569545304509333e-05 0.00029944860494507121 -0.00013329220818648563 0.00098780743448255242 0.00087621094547879746 -0.00029557769028590943 0.00013794029884651283 0.00095161849524489945 0.0021603495819213022 0.0006575681531713303 -0.00089417881089907622 -0.00031334036803972744 -3.4059615981629365e-05 0.0001846038166133362 -0.00052262162061352143 -0.0010023097553507527 0.00069644096028398351 -0.00038532720951093869 -9.4213316062149828e-05 0.00055744886533404985 -0.001148491184108839 0.00070096148738019604 -0.0005454207122822614 0.0013282824631213209 -0.00049814245418755316 -0.00039854261838093033 0.00061943379771454152 -0.00014162470310892945 0.001381558470503165 -0.00023612462260529674
leaf_count=252841 47070 2641 912 49 210 146 626 319 32 764 44 81 49007 827 485 135 274 264 1009 91 97 191 94 22 653 710 208 91 62 1976
internal_value=0 -0.0305187 -0.0081896 0.0949218 0.206942 0.296948 0.18221 0.409592 0.5369 0.485568 0.597797 0.774573 -0.0208279 0.102829 -0.119503 -0.0213062 0.278525 -0.13095 -0.182617 -0.000743476 0.489147 -0.13606 0.340963 -0.533416 -0.361898 0.213579 -0.0530809 -0.208738 0.597466 -0.0907228
internal_count=361931 109090 62020 6498 4282 3370 2384 1026 986 954 808 400 55522 6515 2216 1731 587 313 1144 1358 329 1029 285 119 744 3712 1071 863 153 2803
shrinkage=0.000980392


Tree=5695
num_leaves=31
num_cat=0
split_feature=1022 784 922 1452 710 710 476 77 1326 1189 1016 1458 1037 1066 1374 897 1089 227 817 625 845 252 50 208 968 421 814 1244 1384 1178
split_gain=7.76277 17.0144 30.8175 20.4037 21.778 19.0651 18.7702 18.5719 18.1479 19.4306 18.0186 17.891 16.9864 16.6846 16.1679 22.0491 16.0819 20.513 17.73 19.0818 16.2696 16.3983 16.6928 16.055 19.0968 19.2657 16.0482 15.9227 15.9149 15.7986
threshold=1.0000000180025095e-35 0.9594655836162902 0.8808338060330112 -0.58911782507014421 1.567051896420504 0.79536837128804305 0.52296557744356353 0.77790744891149188 -0.47176339985118915 1.0002610761418846 1.0000000180025095e-35 0.024841443727429375 1.3972264018851559 -0.54928301346280928 -0.37996069266229782 0.042705942095697856 1.0000000180025095e-35 -0.44774805667943091 -0.5605470670690903 -0.64479210908405749 1.1252192283396114 2.2555418330839565 2.4096561148868774 1.1569466076647654 0.1535546726039218 1.4733194837322283 3.3844084325317341 -0.71946742345463932 -1.1518097067749065 0.91816518130159019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 11 7 -4 -6 14 12 28 16 26 -9 -13 -5 -16 17 20 19 -19 -1 22 -22 24 25 -17 -3 -8 -10 -12
right_child=-2 2 5 4 6 -7 27 8 9 -11 29 13 -14 -15 15 23 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014143052324646381 0.00035996613519305421 0.0096313781571917591 0.010451293209560644 -0.010691384303761535 -0.0014275558139528102 -0.0076949658878277677 -0.010495052437860811 -0.01828403817768352 -0.031285295648031092 -0.017445873945266071 0.00042857933882005156 0.010063581843173096 0.031044042205738306 -0.010561420368680982 -0.010439673524105903 -0.0082512536961267448 -0.0018733996452756627 0.013317552961754745 -0.015233989357266556 -0.0091536969571712392 -0.027354403313155518 0.058964777023021657 0.080646173978137975 -0.025284805615651412 0.020508089823105966 0.053432350956289093 0.069924239990509313 0.027625486365551122 0.01652986451252236 -0.0045910411509863342
leaf_count=7186 190674 3667 6192 7269 1306 893 188 771 100 314 64145 839 102 1498 2409 901 43094 965 10310 3608 1532 38 22 263 1076 93 64 644 1629 10139
internal_value=0 -0.0154198 0.0357539 -0.0099787 -0.0546414 0.165106 0.159524 -0.0910036 0.0726788 0.184808 -0.0280683 0.108719 -0.228504 -0.0529686 -0.138465 -0.0227038 -0.0656737 -0.137474 -0.216706 -0.0650446 -0.0218769 -0.37797 -0.471602 0.139438 0.203165 -0.0564196 0.213875 0.405405 0.277778 -0.00533481
internal_count=361931 171257 30218 23133 17065 7085 2138 14927 2916 2043 141039 6068 873 2337 12011 4742 66755 23661 14883 4573 8778 1592 1554 2333 2070 994 3731 832 1729 74284
shrinkage=0.05


Tree=5696
num_leaves=31
num_cat=0
split_feature=785 519 728 650 660 618 791 636 21 89 842 911 326 1163 222 1035 704 942 1110 213 710 1126 98 1025 645 973 518 460 416 362
split_gain=13.6411 12.1594 17.1867 19.0412 18.6526 20.503 22.0117 20.7099 19.3767 19.3163 18.6771 20.8432 17.5122 17.3919 19.3677 21.3712 19.3738 18.3821 18.3787 16.7665 16.7169 16.7096 18.2935 16.6393 16.631 17.2787 16.5374 16.2686 16.0357 16.0237
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.6923072129381651 -0.72421686037558375 -1.4147875658213491 1.0000000180025095e-35 -0.068383332646191022 -1.6471741456694959 0.45524842711242136 1.0686230217468597 0.47869654671021555 1.6390506412245707 0.77744748183203882 1.4264173337734436 -0.6672948693964057 1.3697789339328648 1.0000000180025095e-35 -0.76811851402710796 0.3444873610531497 -0.92922738563677476 0.63395090002288301 2.1753995300214073 2.9844287549711388 1.0999280683389623 -0.3520936843062038 1.0794040238867422 1.4788238215056537 0.90571909922259353 -0.77927984433495767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 24 5 12 10 9 -6 29 -7 -12 23 -10 16 -16 -15 19 -19 -17 -14 -9 27 -4 25 -2 28 -23 -5 -8
right_child=1 -3 4 26 8 6 7 21 13 -11 11 -13 20 14 15 17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.6747733161296551e-05 3.1420851361382923e-05 3.5183810647252299e-05 -0.00017078182373326354 2.4475027998383511e-05 0.00016083468514730686 9.9795945967412813e-06 -0.0001458477224734295 0.00011185066509154153 -3.1709032542084137e-05 -0.00022623470138333858 -0.00025970957934163213 3.0493370549032363e-05 -0.0014457699203433681 -0.00013101517773853985 -0.00032067047066036615 0.00060145735639146876 7.6854926208122873e-05 0.00057841936463431617 -0.00015900585168425235 -0.00014818270491037992 0.00048844288294263021 0.00036571418943827778 0.0016074119203668318 0.0009025979244929569 9.3852885950660824e-05 -5.8451823843535844e-05 0.00039977297989004281 -0.00058323393068434855 0.0003492517263704999 0.00012932162779928598
leaf_count=29559 20388 21518 7946 4478 3398 33269 1488 7679 146071 1851 3126 1972 26 32282 673 824 3338 259 897 243 302 1465 55 133 7761 24809 857 126 890 4248
internal_value=0 -0.0140103 -0.0182881 0.0168285 -0.0276162 0.00694483 0.0206271 0.0900924 -0.040635 -0.00339911 -0.0102016 -0.138927 -0.125164 -0.0437788 -0.0950609 0.102221 -0.113216 0.211464 -0.000451105 0.450257 0.365005 0.160205 0.360889 -0.158725 0.00247423 -0.0156506 0.137291 0.318482 0.0851428 0.0593486
internal_count=361931 332372 310854 59183 251671 63686 55279 16912 187985 7587 38367 5098 8407 184587 38516 2896 35620 2223 1156 1067 328 9325 1646 8079 52958 45197 6225 1591 5368 5736
shrinkage=0.000980392


Tree=5697
num_leaves=31
num_cat=0
split_feature=1460 1460 1466 1461 1462 1459 1451 764 692 1322 1329 1452 1453 1449 490 213 418 1469 1363 112 490 76 15 913 1 1391 425 414 774 1032
split_gain=7.73636 24.6341 30.0243 29.1003 20.1462 19.9876 19.4556 18.1992 17.2628 18.9286 22.8659 20.916 19.3662 20.8053 18.5638 19.4551 17.5085 17.0725 17.0489 16.5199 16.3422 16.1095 16.2495 15.9581 15.8946 16.3585 17.8941 15.7648 15.5777 15.4034
threshold=0.74209976395475563 0.56173587515204015 0.88160254281168682 1.4098417307792441 0.57678471910470575 0.84568063206599431 1.0127412325901599 -0.36848772697992377 -0.34318097921139251 1.2244049851866226 -0.49989157543286339 1.4575342063660932 1.2041679343814773 0.79506610846124859 1.3378548489634918 -0.58676039274488301 -0.038356763261622955 -0.76375771592797415 1.0000000180025095e-35 2.2718117149406565 1.1592937871446043 0.73567117698560835 0.50983904511653166 1.1982604854772396 -1.0312088737918621 -0.66366614860910567 -1.1231614997652606 0.6326046229006983 -0.78878847090889592 0.95279440661678749
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 17 7 -4 -2 10 11 14 -12 -14 16 -16 27 -6 -8 20 21 28 24 -5 -23 26 -26 29 -18 -10
right_child=8 2 4 23 5 -7 18 -9 9 -11 12 -13 13 -15 15 -17 19 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00017120037562161426 -0.0016174106574022504 -0.012266790352330669 -6.1036354616494728e-05 0.020348687689289862 -0.048611258279984061 0.025040291852408532 -0.065220463427256278 0.039867361965352656 0.0067332366126714215 -0.00604970878133385 -0.00050023464390080215 -0.0071370667736599391 0.0130339731630289 -0.0080394351474537568 0.019133209416390157 -0.021279909274764211 -0.010858159000704214 -0.0014029228869404074 0.042674038332641454 -0.030258021404710195 0.063303006515516 -0.02016299572323331 0.0019925505624231767 -0.040467324148227325 0.06282656162426449 0.060583115512334543 -0.026015633312466126 0.017280041272015892 0.01637107700897272 -0.011686196657872436
leaf_count=300463 20170 7131 247 481 172 192 68 421 2696 2984 15798 959 2757 732 255 557 344 284 34 119 92 53 182 70 47 308 87 1269 2199 760
internal_value=0 -0.00716073 -0.132685 -0.196838 0.175575 -0.143371 0.417091 0.545476 0.0236454 0.0555943 0.0730403 0.160181 0.0261132 0.173645 0.19546 -0.160601 0.2252 -0.418685 -0.601101 0.347492 0.373022 0.345358 0.651592 0.280627 0.847621 0.971445 0.242154 0.13671 0.263371 0.0563115
internal_count=361931 309563 9100 7682 1418 648 770 668 52368 32198 29214 9927 19287 3489 8968 812 8156 456 102 3431 3312 3220 677 551 495 442 134 4725 2543 3456
shrinkage=0.05


Tree=5698
num_leaves=31
num_cat=0
split_feature=1442 702 138 657 1177 151 840 1337 760 11 287 1312 210 483 632 485 1075 86 140 210 690 420 1049 74 897 13 1189 1198 155 14
split_gain=7.7687 15.8977 14.8357 14.7517 17.9193 19.7394 18.8028 17.8602 17.4763 16.251 16.2207 16.1388 15.8142 15.78 23.6555 14.9289 14.8656 14.7356 14.5057 14.851 14.7394 14.4038 14.3913 14.633 14.3827 14.2504 18.3054 14.5798 14.7374 14.0112
threshold=-1.2625182715263061 -1.634372087230789 0.011185647378879829 2.2603408215975165 -0.54732497798774704 1.0000000180025095e-35 1.3089643436484788 -0.37844666010903466 -0.56019022394993545 -0.08879358807833411 1.9483472101387802 -0.19761743289289016 -0.12467701712804957 -0.21085113181004483 1.2884297429838452 2.2634771503533928 2.1503386293093096 -0.050384682932224971 -1.1386681078317209 -0.19776363783406845 -1.6557176601183954 0.95959656780921843 1.6691362753952133 -0.77372812469031704 3.3558556585597574 -0.99754808813650675 0.7070403525218717 -0.921629809143793 0.32114785041301469 -1.7926358038970283
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 29 4 24 6 9 8 11 15 12 13 -8 -7 25 -6 -5 -13 -1 -20 -21 -22 23 -10 -4 -15 27 28 -27 -3
right_child=-2 2 3 16 5 7 10 -9 22 -11 -12 17 -14 14 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.011168027834420349 0.00015355793679082625 0.019682382472959184 -0.0032137521065063492 -0.012546010613234949 -0.0073925255916649519 -0.0082553689499354471 -0.007648392651545273 0.0024662354899467579 -0.0026844475596438395 0.0060795362482838587 0.065200572131021456 0.0012573873990461926 -0.050104828348148389 -0.05011106938648522 0.1016627344765626 0.032480613597598677 0.056560634839117607 -0.050481540768525512 0.0030528537704148538 0.014736086616698089 0.034642875671832975 0.10588672977500413 0.049509044638734345 0.020867219869133372 0.056560044399765377 0.014895997638227205 0.079069651696722074 -0.0065283305575977307 0.081454880354818668 -0.0034960201029704146
leaf_count=606 280809 483 10743 1719 4700 480 398 6159 530 4663 20 195 316 62 39 165 47 176 1100 591 187 39 170 1993 63 143 58 256 46 44975
internal_value=0 -0.0256958 -0.0326504 0.008515 0.022156 0.0709668 -0.0210059 0.146001 0.263282 0.0127765 -0.454111 0.0497906 -0.553331 0.186908 0.419024 -0.112501 -0.212139 -0.422542 0.172663 0.266495 0.495558 0.987404 0.378293 0.327447 -0.0573814 0.29311 0.39501 0.240851 0.684008 -0.0650194
internal_count=361931 81122 78599 33141 31375 20569 10262 10307 4148 9528 734 1455 714 1084 604 4865 1766 371 2523 1917 817 226 2693 2523 10806 565 503 445 189 45458
shrinkage=0.05


Tree=5699
num_leaves=31
num_cat=0
split_feature=623 1328 1255 150 1328 291 686 635 777 980 1242 292 1053 908 264 424 707 424 349 1040 1254 356 1173 9 136 147 570 7 1111 1176
split_gain=7.7052 10.8988 14.4176 16.4404 13.2976 13.2648 13.0929 12.6581 17.8648 15.858 13.3416 17.1794 20.0624 12.3882 12.1467 13.1763 13.0936 14.4387 14.1495 12.5127 12.6484 12.0138 13.8921 11.7994 12.8317 14.0636 12.3079 12.8527 12.8404 12.99
threshold=2.4730844549491207 0.013062614568462331 -0.60872406004465762 2.4280964143365975 0.17371574919757729 2.1289453052913259 -0.42018083858498811 -0.35941250429537769 -0.022036541732456283 -0.87249951497994294 0.35194527710428042 0.40219708537984633 0.88363477600185847 -0.14356155376347454 0.38646845251715672 -1.4762754048297455 -1.1111466321961607 0.25791361955457387 -0.99666843535275218 -0.11851299251706508 -1.1589978000370786 1.9421812840727699 -0.24851748054651845 2.4337228776451076 0.29354126695391658 -0.59322081214970368 -0.0036152096152693709 -0.6317113831182084 -0.14509580852250978 0.059060261672784269
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 6 7 -3 -4 9 -9 11 12 -10 -7 15 -2 -17 18 -18 -20 -21 22 -6 24 25 -24 28 -28 29 -27
right_child=1 4 5 -5 21 13 -8 8 10 -11 -12 -13 -14 -15 -16 16 17 -19 19 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00019404341465868518 0.067427487109076312 0.042116625591126305 -0.010574783272251082 0.070620731896924985 -0.0044979175024593776 0.06029852898414393 -0.0059547759301528669 -0.042464244569504254 0.029519113745480798 0.019977643404126284 -0.052151402263241324 -0.053784439682204102 -0.075790950274298607 -0.0036002922078108876 0.025175559942633194 -0.033100367712101057 -0.038036750026331168 -0.022413720297916915 0.033758987375890774 0.067935831184067486 -0.015134534104869639 0.048224865373952541 -0.013873016822789805 0.079982238708452544 0.037550909158489583 0.0056270091477695419 -0.011931499289064219 0.048642204095691061 0.023742234901171503 -0.049417509109014997
leaf_count=354090 30 235 2220 47 1239 61 122 75 145 618 106 74 27 67 333 174 67 278 311 24 186 72 374 32 172 152 76 194 229 101
internal_value=0 0.0695527 0.00220382 0.199499 0.18014 -0.0781474 0.581898 -0.109945 0.0924323 0.299374 -0.32705 -0.0529604 0.288701 0.567356 0.148 0.0126752 -0.0412614 0.0787421 0.264741 0.391475 -0.0636904 0.120381 0.0908631 0.255779 0.219742 0.117955 0.296563 0.69495 0.0713404 -0.2918
internal_count=361931 7841 4843 1450 2998 3393 357 3265 1045 693 352 246 172 128 1403 1070 1040 866 588 521 210 2641 2569 1330 1298 1126 752 270 482 253
shrinkage=0.05


Tree=5700
num_leaves=31
num_cat=0
split_feature=785 728 561 401 885 841 391 290 898 1053 1396 208 1244 623 700 43 846 346 1106 1391 560 62 1260 979 556 1465 1106 977 1063 1467
split_gain=13.2771 12.4289 11.904 13.6958 17.939 16.3884 15.5923 15.524 14.8248 15.4579 15.3863 19.7958 17.4621 16.275 20.4117 15.1255 17.2092 14.8557 14.7197 14.6392 14.5676 15.0285 14.0333 17.7436 16.4351 15.7392 16.2433 14.8331 14.9432 14.5875
threshold=-0.86283290253235112 -0.90320472132347296 0.048699383522880162 1.6561475724042281 1.0000000180025095e-35 -0.87289374137818576 1.0000000180025095e-35 1.92305342399566 2.3344735647679373 -0.37863452601306646 0.66386066127205579 0.28964789436543775 0.42677275604439191 0.32404081487743647 1.4432989658889588 1.0000000180025095e-35 2.8951401584625907 -0.2457049625449744 -0.86642172457169886 0.23584452807937561 1.2664641246878829 0.52686474022030516 -0.43218855504489057 -1.8029828921291025 0.315788771423685 -0.070053018096836298 0.3363032171123766 2.2809907378741143 0.3367470452297312 0.56642369356457667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 5 19 7 8 9 -4 22 12 15 14 -13 16 -12 -18 -6 -5 -10 -22 25 29 -25 27 -27 -11 -29 -24
right_child=2 -3 3 4 18 -7 -8 -9 20 10 11 13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.00010547732024249376 -2.0680110253717488e-06 5.1633375839342658e-05 1.9346118220970283e-05 -3.6095888199328098e-05 -0.00024417113248503494 -0.00013469120508650284 -7.6142306466909146e-05 0.00013019006546751232 -0.00030575877839320828 -4.9954930848598312e-05 3.0519396092797948e-05 -0.00027885821622444161 -0.00026233452435444888 -0.00061817995294286725 0.00076238762487980036 -0.00033721118568980264 -0.00075723689762067592 0.0019567664663559651 0.00019791576510457139 0.00074612469678294962 -0.00030697564005967092 0.0014836309234543741 0.00012341852185438534 -7.5787943373144824e-06 -0.00013802276792941238 0.0002819389677628484 -5.3036438591693364e-05 0.0011999392899926615 -0.00091927904049624823 0.0016042373285414338
leaf_count=3254 198251 26305 29785 313 420 2742 51031 3279 2067 5378 4044 1241 1998 845 138 845 21 37 3205 210 56 45 150 11934 10579 2438 1150 81 24 65
internal_value=0 0.0375217 -0.0132804 -0.0320043 0.0622501 -0.0678361 -0.0388369 -0.0185855 -0.0264545 -0.0211651 -0.0523882 -0.140828 -0.0810108 -0.35727 -0.17738 -0.00288046 0.0496409 1.32023 0.158185 0.318377 -0.252698 0.617142 -0.027044 -0.0594919 -0.065176 0.0540137 0.175096 -0.0312089 0.807965 0.75977
internal_count=361931 29559 332372 134121 6890 3265 127231 76200 72921 70753 40968 9169 6945 2224 1379 4947 4102 58 3625 523 2168 101 31799 22728 22513 9071 3588 5483 105 215
shrinkage=0.000980392


Tree=5701
num_leaves=31
num_cat=0
split_feature=1458 616 292 1460 631 1449 1464 53 1460 1460 280 1449 1449 1450 1458 76 1383 915 635 1043 484 1457 1469 1258 1463 1450 1398 770 21 1464
split_gain=7.72353 14.3613 16.6432 13.7837 21.2659 19.8018 17.76 14.1927 14.4574 19.4154 14.1388 13.0126 17.9686 18.9802 15.8894 16.5224 16.0098 15.7477 18.2147 15.7427 14.5491 14.3135 14.3302 14.0349 13.3826 18.5013 14.9533 13.0741 12.9254 12.9656
threshold=1.8460070869938618 3.1646999098702402 -1.8466444976579208 0.85891196165308137 -0.30640905743568392 -0.16476281433214623 0.81312762050654841 1.2912025798565661 0.58789048595350757 0.53687345587860014 1.6466918534341357 1.7469793105396725 1.2399523804183812 0.34819027000469654 2.9559322931512657 0.82902570994511227 1.8333622971589791 0.25703559141928872 1.4448576410311302 1.7923993581978914 1.7976371331330911 7.3580318842367181 0.68005387534399142 -1.2535952672704689 -0.098319110425498166 2.3999436428502343 -0.45485964278028107 1.1801774285636963 -3.2545899522946695 -0.46204076373648789
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 3 -3 7 -5 6 -6 8 9 11 -7 12 14 17 15 16 21 18 -14 20 23 22 24 -13 25 -2 -27 -26 -1 -30
right_child=1 2 -4 4 5 10 -8 -9 -10 -11 -12 19 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=0.017845101755290065 0.014887067119229339 0.069449930731012841 -0.019856277377800529 -0.00015510647150099904 -0.018821512788960434 0.024183936786493099 0.019230861957723291 0.012743631935947504 -0.017530790517009488 0.041178778228443479 -0.022431112239707646 -0.033662854028527138 0.022081106445043644 0.029312211642094289 0.0079749016586789026 -0.019977171913060386 -0.032017383339181013 -0.064552790340348914 -0.068294893596034342 -0.033678727219249173 -0.042539755623687288 0.064976181357348201 0.035631437357844617 0.00029203464921678362 -0.0046054742712236868 0.017603085756611275 -0.035391472669195005 -0.038305508868822336 -0.0011794227380858627 0.00033634607481793522
leaf_count=583 938 24 666 1908 394 1439 291 1121 717 106 113 200 153 513 2132 785 198 60 33 240 149 41 115 2209 1549 106 206 178 142709 202055
internal_value=0 0.0449561 -0.30875 0.0572829 0.165062 0.311367 -0.0310217 0.0171031 -0.00864189 0.0115664 0.43649 -0.000538207 0.0507984 0.363284 0.0096081 -0.076337 -0.0111267 -0.160308 0.12651 -0.130773 -0.0780685 0.0278786 0.00955374 -0.0405309 -0.0241072 0.148536 -0.342219 -0.158253 -0.00480381 -0.00541088
internal_count=361931 16584 690 15894 4145 2237 685 11749 10628 9911 1552 9805 7007 759 6248 4116 3331 246 186 2798 2558 3133 3092 2409 2977 1250 312 1727 345347 344764
shrinkage=0.05


Tree=5702
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 1443 852 735 86 507 1041 791 746 809 289 1437 651 1324 917 578 1459 13 773 1311 566 493 581 854 797 84
split_gain=14.4959 11.6935 17.3768 19.3133 41.7065 20.3047 23.1532 22.4977 19.3918 19.0066 18.3899 17.8559 28.5321 21.8812 20.3263 19.5985 19.1803 17.7361 18.1178 18.1172 17.3533 17.2735 17.4983 18.1973 17.0488 16.8576 17.6129 16.7398 69.6417 18.3834
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.593744732512876 1.0747610123934368 2.2560756724538602 1.4680215992272687 0.65809631222906606 1.8123759085271225 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 0.70036819076278212 -1.2149334638529161 1.1070026357714988 -0.06045160922923843 -0.17189113104522832 0.30711866236834834 0.052484712102878438 2.2401583428922476 2.0435551016551368 0.82499989687732411 -0.87473648844905705 0.63961785378869596 -0.010139945829889745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 11 5 6 7 8 10 -2 24 27 13 14 -13 17 20 18 -15 -20 21 22 -16 -24 -5 -22 -27 28 29 -4
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12 12 -14 15 16 -17 -18 -19 19 -21 25 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=4.0361690362612443e-05 -1.4069938429847787e-06 3.6308871646360293e-05 -0.00023672593368012895 -4.3258959176333213e-05 0.00026461088618581145 -0.00012241311340992813 0.00016536062844719067 0.00023227023147490047 -0.00029459661263847825 0.00010099114092957649 0.00034347296050271262 -0.00027844323085575228 0.00010162003896124522 0.0004406336069447655 -0.00011273863740300619 0.00023292860643742903 0.00029004755830996725 -0.00010877626932611813 7.6588881774227957e-07 0.00028044433533346046 -5.44444208567986e-06 -0.00022352207694353439 -5.4065170824666822e-05 0.00056418489182341071 0.00033491988538803663 0.00086696510096797631 -0.00079409389165451547 -5.6584607155564939e-05 0.00026320372627118788 -3.5468963086114316e-08
leaf_count=29559 48652 21518 3436 15560 3065 6902 4478 1520 1655 10531 728 5765 10171 592 4710 1630 765 6412 19385 1488 8084 7692 726 566 546 257 85 138027 3633 3793
internal_value=0 -0.0119409 -0.016142 -0.025533 0.0255841 -0.0016388 0.0275672 -0.00840974 -0.0336431 0.0192089 -0.0115906 -0.0346688 -0.000822344 -0.0261274 -0.0885491 0.0142201 -0.0580617 -0.00240681 0.0308621 0.0193483 -0.0764287 -0.140824 -0.0228273 0.243257 -0.0282836 0.0196385 0.61407 -0.0497049 0.0363051 -0.108606
internal_count=361931 332372 310854 251671 34454 31389 24487 20009 18489 59183 16834 217217 68328 58157 28650 29507 22885 27877 21465 20873 22120 13694 6002 1292 16106 8426 342 148889 10862 7229
shrinkage=0.000980392


Tree=5703
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 333 678 689 567 647 588 689 645 1028 615 507 369 1175 348 782 340 270 355 1458 1454 777 432 588 575 264
split_gain=12.3705 11.8947 17.2239 18.3031 31.6093 32.5456 20.0475 19.9511 19.8462 43.016 19.3581 29.9689 25.3241 18.9629 18.5457 18.1511 18.1073 17.9707 17.7513 17.0146 16.9191 19.9981 16.8997 16.9247 17.5671 18.7502 16.489 16.2178 17.1062 16.0959
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.0308016862606064 1.0000000180025095e-35 -1.1110989058077336 1.2940496821918759 -0.87782724458594241 2.250834115212506 1.0000000180025095e-35 1.0999280683389623 0.85792094380938277 0.88529906220249488 0.65809631222906606 1.0000000180025095e-35 0.71406188642734192 2.4113027016510746 -0.33729624418304543 -0.29913015330944043 -0.64099422022576391 -0.35164950656881794 2.22567558773348 -0.88587582313006108 0.21405559282400352 0.75240467921159804 0.71188872395471614 1.0000000180025095e-35 1.0406688472030448
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 7 6 -6 -5 13 10 -10 29 19 18 -4 -14 -2 20 -7 -13 -12 -11 -22 -15 24 25 -24 -25 28 -3 -9
right_child=1 27 3 4 5 17 -8 8 9 16 11 12 14 22 -16 -17 -18 -19 -20 -21 21 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=3.5785642191026313e-05 -1.7584839928875346e-06 -7.2784117540607279e-05 5.9617997145892463e-05 -0.00019289898257760841 0.0002956939016712035 0.00014954753278996171 5.3686417903818471e-05 -6.6381654687861473e-05 0.00028076834541651465 -3.0156851974637063e-05 -0.00032932257415359652 0.00019139196314349609 -1.5275352332004367e-05 3.0387485147302078e-05 -0.00062667154233610938 9.8266467577267809e-05 -7.1612090513719761e-05 -0.00057342246511163722 -0.00065766308701431736 -1.2778956962789017e-05 2.8517380663840698e-05 0.00037170246361407325 0.00069109500137965157 0.00072669426988312925 -0.00021292069305571586 -0.0007270162613033438 -0.0010816573906390168 0.00015033963301398551 6.4734720166500443e-05 1.2918925626883777e-06
leaf_count=29559 48652 7439 24168 2881 3351 273 4547 150712 2482 4132 1360 5968 965 5281 390 10531 11901 338 129 2171 2311 1505 241 146 4974 72 32 4398 9681 21341
internal_value=0 -0.0125697 -0.0168059 -0.0261546 0.0613399 0.215819 -0.0291874 -0.0312107 -0.0408357 0.0242629 -0.0500456 0.0396557 0.118798 0.0217845 -0.160787 0.0183755 -0.0157372 -0.238433 0.178501 -0.130799 0.0730308 0.189765 -0.0590387 -0.154921 -0.182979 0.382731 0.48135 0.0368122 0.00583346 -0.0574874
internal_count=361931 332372 310854 251671 11390 3962 7428 240281 205367 22331 183036 10983 7452 34914 1355 59183 19849 611 6097 3531 7948 3816 10746 5465 5287 313 178 21518 17120 172053
shrinkage=0.000980392


Tree=5704
num_leaves=31
num_cat=0
split_feature=728 487 802 1132 83 140 980 906 1109 498 26 1316 352 700 566 144 423 1382 1463 283 698 623 505 970 658 691 273 982 368 1109
split_gain=7.76673 11.1827 15.631 13.2619 14.2237 13.5692 16.3829 13.0285 14.2901 15.082 17.5818 15.0298 14.9344 14.7548 17.0424 14.094 13.705 13.6579 13.5904 12.8741 15.8978 13.7742 12.7307 12.5431 12.3803 12.5639 14.6996 13.1997 19.8835 14.7529
threshold=1.0000000180025095e-35 1.2575391871604671 1.0000000180025095e-35 0.34094634333328616 1.7296638068245733 0.44659224161044447 -0.83584914087915296 -1.2867255242419031 -0.92434397836377513 0.64943478684836975 1.0940072444635627 3.3072497522105784 1.6833463549389771 -0.85426620951674315 0.82103519746889586 1.4697331895267698 2.084505123257308 -1.0481563669762106 1.9638853649096906 1.2693453834650883 0.99628397020698445 -0.83955071510846624 0.62503261066003934 -0.11921999364595391 1.5156430105524465 2.6125069612329379 -1.4062429412021196 1.3210983981332332 0.68790859133042659 -1.6114500527154421
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 7 5 -5 -4 -7 -3 -9 11 12 13 15 14 18 17 -16 -11 19 20 -10 -22 -15 -24 -1 27 -27 29 -29 -26
right_child=-2 2 3 4 -6 6 -8 8 9 10 -12 -13 -14 22 16 -17 -18 -19 -20 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.00075427572322693353 -0.0010661684880205941 0.012668469699293222 -9.2199461250791403e-05 -0.026040035909807132 0.020329985478221145 0.011303729287063169 -0.027277418195867983 -0.010164923384756103 -0.010141288987977334 -0.0325811662368196 -0.045111662000846924 0.065470348105207174 -0.054728394139642846 -0.0044042589337236204 0.02875398171016906 -0.023870499190858874 -0.064890432530050404 0.023171495111237363 0.036050624082517781 0.019340683463676584 0.064543831802698889 0.0055229056852269072 -0.0065962183987138701 0.04053190384262699 -0.034552381202445401 0.037584636595195113 -0.034961077313161455 0.0090784179090942409 -0.028259085125676171 -0.0023323511479102698
leaf_count=201329 109090 1003 3365 1383 98 306 913 3115 1646 98 81 52 63 11697 449 100 33 978 138 415 66 231 147 192 283 61 314 2382 252 21651
internal_value=0 0.00429329 -0.04625 -0.181999 -0.421809 -0.102973 -0.357893 -0.0174561 -0.0320374 -0.00538452 0.224957 -0.0295542 0.285586 -0.0341325 0.11757 0.329909 0.495873 0.403715 0.0288667 -0.0188602 -0.101317 0.388326 -0.0739379 0.390977 0.00907665 -0.0396824 -0.499192 -0.0337848 0.12203 -0.0522922
internal_count=361931 252841 26569 6065 1481 4584 1219 20504 19501 16386 1320 15066 1239 15014 2978 1176 482 1076 2496 2358 1943 297 12036 339 226272 24943 375 24568 2634 21934
shrinkage=0.05


Tree=5705
num_leaves=31
num_cat=0
split_feature=785 728 854 288 1158 79 69 1459 1381 1350 492 902 351 501 984 1245 835 16 1322 1253 1254 1391 1445 846 518 1464 1452 1457 920 207
split_gain=7.72653 9.27561 9.11105 9.92324 10.1401 10.7897 10.0164 11.275 9.84225 11.802 10.1018 9.70548 11.7741 11.8813 10.2875 11.6841 10.8466 9.63129 9.60067 11.5748 10.4493 11.2132 9.38256 9.18483 9.06642 9.03498 12.653 14.1171 14.0648 13.4337
threshold=-0.86283290253235112 -0.90320472132347296 -0.87473648844905705 3.0984546116015252 3.8671289613288442 0.67914099567270736 -0.48690982422596868 -0.35471402996647666 -0.021206125418545833 -0.7265728269600179 0.86584993080318051 -0.29288061507824431 -0.72685536700565023 -0.56147355976955604 -0.33504215415138328 0.048838786062320692 -0.10345018115624785 0.23401191188725512 -0.55379309994814141 0.90622029555529238 -0.52092351685103244 -0.3942474918231838 -0.68639091397834817 -0.2175741909063775 -0.59078278517417326 0.33722957473813192 1.434259801303694 0.63151525041848589 -0.83967173534858641 2.8148589273712967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 25 6 22 17 11 10 -10 -3 13 -13 16 -16 -15 -8 19 24 21 -20 -6 -7 -11 26 27 -4 -29 -30
right_child=-2 2 3 -5 5 23 7 -9 9 18 -12 12 -14 14 15 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0046332780199994797 -0.00028328633397454545 0.026297925204726198 -0.00016690877861486552 0.048537887482146408 -0.10028632121917846 0.043364713170025104 -0.01618783947535209 0.0048487788596256248 0.035111018208549193 -0.012146697014590537 -0.038585110121886479 0.022619809874925692 0.01375306107456354 -0.089931362031386741 -0.039819474279832283 0.048939612717387421 0.0069730718780504214 -0.08171561604005112 0.005512620291829055 0.036524888590227005 0.0067736862994360386 -0.088458357117670805 -0.015476905182673559 -0.035096449203452999 -0.071852160866186857 0.0056008328925382872 -0.014481296302893904 -0.023181381302337076 0.012923902130631057 -0.078913646816685751
leaf_count=3254 332372 588 14077 55 40 56 72 167 150 57 32 82 901 56 54 32 22 50 30 24 379 33 28 29 82 6200 720 155 2112 22
internal_value=0 0.0332239 0.046343 0.0328148 0.0305222 -0.310407 -0.490864 -0.301922 0.178756 -0.0313987 0.473419 0.27809 0.155786 -0.304689 -0.660515 -0.0944567 -1.26625 -0.818108 -0.185892 -0.661862 -0.0118049 -0.848107 -1.27006 0.387943 -0.929775 0.036983 0.0103308 0.0229841 0.190645 0.24017
internal_count=361931 29559 26305 23783 23728 442 357 289 2522 787 182 1735 1147 246 164 86 78 122 605 163 442 63 68 85 139 23286 17086 16366 2289 2134
shrinkage=0.05


Tree=5706
num_leaves=31
num_cat=0
split_feature=1454 485 1183 1452 1465 1459 1459 1451 677 1453 1468 1465 1464 1457 1453 1458 21 1452 1457 1466 1463 1454 1454 1450 1467 1465 1467 1450 21 1452
split_gain=7.72644 8.85331 7.92886 7.76726 31.9562 29.1756 52.4556 35.7318 38.5148 26.9477 30.3005 26.7128 26.0694 28.484 25.9169 38.0274 32.1648 38.9573 34.6817 35.782 30.0352 46.8439 31.8434 29.6715 28.9319 73.0624 43.8487 29.6068 29.0743 29.0382
threshold=-1.0936914102283182 -0.48614825091218666 -0.92669014741669409 -0.58911782507014421 -0.58331477857565561 -0.16909159747159788 -0.05064362051825478 -0.46850269934902838 0.66908448271462528 0.51954049301251548 1.9784022788073294 -0.57462309435395464 0.11719349514402237 -0.14268812268834211 0.090414289886247015 -0.46589091170928792 -0.13431221002227373 -0.61337927203742115 0.40586624519277581 -0.25538709022735656 0.017504712771633606 -0.82542789839051101 0.17628833089535448 3.2607042407486069 -0.43593248692067116 -0.041608313787303196 -0.3817254842551433 0.074398950847232179 0.62211875780133752 -0.62956825301811936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 8 -2 -9 12 -6 -11 -14 15 20 17 -16 19 -18 21 -13 23 -22 25 -17 -26 -27 -29 -28
right_child=3 2 -4 -5 11 6 -8 9 -10 10 -12 14 13 -15 16 24 18 -19 -20 -21 22 -23 -24 -25 26 27 29 28 -30 -31
leaf_value=0.006759431705303633 0.019141917175092359 0.018599514594925422 -0.053726427864320095 -0.0004338074146469951 -0.028796184966495109 -0.017499215471962704 0.0029904493164928567 -0.00062273551966619508 -0.00046935849603770593 0.0053530464707054427 -0.035395308583472875 0.014301370348605923 0.052476526246488603 0.0091703389284362013 -0.0011064014943259557 -0.018515387664567309 -0.024077069061888501 0.026105028006230276 0.003607111614980714 -0.0070839354821220363 0.017006379255520773 -0.0029692912521076596 -0.0093164060059751624 -0.051815728519529008 0.020950755843168266 0.0085270082587168197 -0.0017195954454585075 -0.018775473010102878 0.0063953697806574785 0.018030157096232843
leaf_count=143 4832 27 191 263764 483 2261 11797 7916 1564 757 192 3267 360 364 8208 4638 2509 710 2424 6618 4686 8483 855 112 1446 3762 15810 1704 944 1104
internal_value=0 -0.432478 -0.806708 -0.00175432 0.0163163 0.079417 0.000923079 0.147341 0.27494 0.0518836 0.301471 -0.0131304 0.388753 0.681103 -0.0090826 0.0221163 -0.0804339 0.030688 -0.162155 -0.234681 0.111333 0.0375293 0.246755 0.316116 -0.0305026 -0.129387 0.0269197 0.0326248 -0.159182 -0.00777365
internal_count=361931 361 218 361570 97806 30043 14058 15985 6396 9589 1673 67763 1481 724 67280 46811 20469 8918 11551 9127 17403 11750 5653 4798 29408 11048 18360 6410 2648 16914
shrinkage=0.05


Tree=5707
num_leaves=31
num_cat=0
split_feature=332 395 471 1065 977 651 1012 1449 1116 497 1007 1388 162 617 333 960 981 1149 302 136 1450 829 799 829 1463 560 1119 967 1040 428
split_gain=13.3663 37.4643 19.3241 23.8994 20.0196 17.8939 16.6285 16.5272 16.2682 16.2249 15.4595 20.1221 15.3979 16.4263 18.2003 16.5617 16.9286 16.2544 15.93 15.7705 15.5781 15.2583 15.2365 15.2179 17.6936 19.3975 18.3072 17.5928 17.286 16.7135
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.35930717134390644 1.0518754624258557 1.4442116471105977 1.1107569744011787 1.4711245761114824 1.6354124814891826 -0.74642089431810532 -0.58053726831778263 -0.58509654268748301 -0.2837915501269152 1.0000000180025095e-35 1.6614250791469047 1.0308016862606064 1.0000000180025095e-35 -0.5024627145624978 1.0000000180025095e-35 1.0000000180025095e-35 3.4080143459767891 1.3264365022561064 -0.2805343405168928 1.0000000180025095e-35 -0.2266622048059336 -0.51172975107948648 0.066865131622159082 0.22338663335037892 -0.67109463108439871 0.39988485540715546 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -2 7 5 6 -5 8 -4 -9 11 -7 18 14 15 23 19 -16 -1 -17 -19 -22 -15 24 27 28 -27 -14 -26 -28
right_child=2 -3 3 4 -6 10 -8 9 -10 -11 -12 -13 13 22 17 16 -18 20 -20 -21 21 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-8.7066105070516343e-05 -1.1944843267919373e-05 3.2396736586840194e-06 -6.4501825691363465e-05 -1.8290504262125369e-05 -0.00053200062406757553 -0.00069439932536526376 0.0005334603975480029 -9.9925360136318272e-05 5.9256296230872057e-05 0.00029285794638433152 -0.00035929083532236348 0.00051224279459624535 -0.00010685505471810474 -5.46323532244482e-05 -6.4380065577347281e-05 -9.4043697338838875e-05 0.00019492232516837702 -0.00035160747587805987 -0.00024058874908433243 0.0011693324886311446 0.0009101743489053068 -0.00052484613805250783 -0.00039660586169294352 -0.00010865381539641875 -8.6688394289169166e-05 -0.00048977622898499907 -0.00028985943530410088 0.00022949915578041627 0.00023664595305885401 0.0003463225971775235
leaf_count=21513 137967 89238 6468 4923 397 87 251 596 37234 2131 1197 189 1409 3361 8358 3148 5088 2145 10496 51 78 74 3679 11063 2993 1257 681 3694 1715 450
internal_value=0 -0.0262353 0.0034422 0.0371383 -0.0768697 -0.0497973 0.00774041 0.0551673 0.0448485 0.2147 -0.257066 0.176339 -0.0752485 -0.0465469 -0.0317559 0.00231342 0.108459 -0.122351 -0.130382 -0.062707 -0.300296 0.385529 -0.22009 -0.0340975 0.0280616 -0.0595879 -0.260538 0.142582 0.0370858 -0.0243969
internal_count=361931 170491 191440 53473 7044 6647 5174 46429 43702 2727 1473 276 81253 49244 42204 31549 8287 10655 32009 3199 2297 152 7040 23262 12199 7096 2388 5103 4708 1131
shrinkage=0.000980392


Tree=5708
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 1443 852 735 86 791 746 809 289 1437 651 1041 930 1028 848 1459 1324 917 578 912 854 797 84 13 773 1311
split_gain=13.3894 12.9782 16.9645 20.6833 43.721 20.3544 24.8034 22.6808 19.3846 19.3388 30.7936 23.188 20.8843 19.6049 19.383 18.2322 17.85 20.0458 19.147 17.6909 17.4457 17.6701 17.701 17.2222 17.1923 69.4963 18.4368 17.0832 17.4649 18.0807
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.593744732512876 1.0747610123934368 2.2560756724538602 1.4680215992272687 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 1.8123759085271225 1.0000000180025095e-35 0.24965236237700447 3.5086024243106082 -0.06045160922923843 0.70036819076278212 -1.2149334638529161 1.1070026357714988 0.41325020809808216 -0.87473648844905705 0.63961785378869596 -0.010139945829889745 -0.17189113104522832 0.30711866236834834 0.052484712102878438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 9 5 6 7 8 15 24 11 12 -11 20 19 -5 17 23 -18 27 21 -13 -23 -2 25 26 -4 28 -14 -30
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12 13 14 -15 -16 -17 18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.6472875918538397e-05 3.3609190431618028e-05 3.6991745701142056e-05 -0.00023828368541455941 -2.9777321696633805e-05 0.00026968448921129351 -0.00012325725947607435 0.00016913343372227519 0.00023091153929641445 -0.00029626790884578055 -0.0002838870012962142 0.00010466216859115848 0.00043403313357994995 -0.00011691111782735721 0.00023214159492599275 0.00028846763634393223 0.00033935613092475993 -2.6722205099345435e-05 0.00013576178232969956 0.00035609093786632864 1.6892531028010647e-05 -0.00010849447655351634 1.7368601246998992e-07 0.00027625260420425482 -0.00021791889520401397 -5.9476596736464344e-05 0.00026088961277172522 -1.4889334706156781e-06 -0.00022649739592013116 -5.7896902055297296e-05 0.0005572677047571171
leaf_count=29559 14824 21518 3436 16106 3065 6902 4478 1520 1655 5765 10171 592 4710 1630 765 728 32213 9647 653 8426 6412 19385 1488 1846 138027 3633 3793 7692 726 566
internal_value=0 -0.0138052 -0.0182251 -0.0274911 0.0253346 -0.00250677 0.0266936 -0.0104982 -0.0357967 -0.0369342 -0.00174893 -0.0279851 -0.092088 0.0135412 -0.0612062 -0.0137747 0.0166649 0.0619679 -0.0191167 -0.0796203 -0.00307109 0.0298836 0.0185199 0.00804946 -0.0525597 0.0345092 -0.110128 -0.144496 -0.0274092 0.237984
internal_count=361931 332372 310854 251671 34454 31389 24487 20009 18489 217217 68328 58157 28650 29507 22885 16834 59183 26317 32866 22120 27877 21465 20873 16670 148889 10862 7229 13694 6002 1292
shrinkage=0.000980392


Tree=5709
num_leaves=31
num_cat=0
split_feature=785 332 395 203 678 602 1450 1459 1454 1470 74 1461 1322 599 710 754 951 282 486 710 225 1154 1105 1436 1470 406 1046 1097 707 1106
split_gain=16.31 15.7934 35.4036 20.2791 20.2614 24.1457 19.6861 18.5621 18.512 23.9476 24.3034 22.9243 18.5449 17.5417 17.5302 17.0189 16.9832 16.6899 16.6129 20.6962 16.3447 17.0231 15.9505 15.6631 16.7046 18.8422 19.4356 19.1846 19.0204 18.0489
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.34708990927187483 0.66849908449309148 -0.34557539116087493 2.1181754444417895 0.46457600248903658 0.29719935299617245 0.56712102059263614 2.8731308545368139 -1.466804341704377 2.4014374252695494 -0.75092172263268342 -0.28790259491387865 3.0194634035002808 1.1430299410099245 1.4335984390013645 -0.35338778544323396 1.0275645940995326 1.0000000180025095e-35 0.33575676842318491 1.5601477112223734 -1.2126727935954851 1.0000000180025095e-35 1.661935220429694 -0.34591097486072769 0.24968780112664921 1.7864241119909614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 18 -3 6 7 14 9 10 12 13 -8 -11 15 17 -16 22 23 -20 21 -21 -6 24 -2 29 27 28 -27 -26
right_child=1 4 -4 -5 5 -7 8 -9 -10 11 -12 -13 -14 -15 16 -17 -18 -19 19 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=4.0276952107903998e-05 5.4545751950046954e-05 -1.8018391136014215e-05 -5.9311750984492004e-06 -0.00018754828118465686 7.099120806036169e-05 -7.3431057691554329e-05 -0.00039203746277352683 0.00043388018257696617 -6.573448773730063e-06 5.4766485254139975e-05 0.00035353096742309878 -0.0011525131680204016 0.000148531645507277 -0.00072963065902815582 -3.9413092420564071e-05 0.00039834914019714745 0.0006828068495024237 0.00049272528734436852 -7.1016006077257078e-05 -6.4699999107037159e-05 0.00086992722858363471 0.00041875088785396126 -0.00039133988465063073 9.3459634360616256e-05 -0.00017832999283866861 -4.7040113757987097e-05 -0.00046893889018359699 5.3666567580138438e-05 -0.00049190956909990838 0.00012853148900010853
leaf_count=29559 4050 126699 82513 20329 1565 7456 416 395 5857 5813 2712 77 7671 122 16124 825 119 302 2607 963 238 751 457 2620 25504 3002 893 9059 1815 1418
internal_value=0 -0.0150971 -0.035276 -0.0877468 -0.00137422 0.0337249 0.0537884 0.00441681 0.0964255 0.132196 0.191802 0.0243645 0.131798 0.0387683 -0.00535917 0.140806 -0.0336519 0.047567 -0.064035 0.0801908 0.270153 0.186877 -0.0245247 -0.0811756 -0.0959502 -0.115833 -0.0330622 -0.00828209 -0.190712 -0.162294
internal_count=361931 332372 155762 73249 176610 49911 42455 19787 22668 16811 10799 6012 8087 5935 19392 3149 16243 2324 52920 4559 1952 1714 2022 48361 45741 41691 14769 13876 4817 26922
shrinkage=0.000980392


Tree=5710
num_leaves=31
num_cat=0
split_feature=519 268 793 575 347 439 624 942 911 632 416 569 208 333 1398 1352 1453 693 1449 563 1317 401 769 1469 64 486 705 637 726 1392
split_gain=7.98198 14.2186 16.1418 15.9033 13.3986 14.3185 13.427 13.288 16.1364 14.263 14.2084 15.3831 13.7605 13.3926 15.3173 13.3834 13.2708 12.8052 12.7681 12.2263 15.487 13.0884 12.217 12.2146 13.6156 12.0701 11.9086 11.6647 11.6487 11.6461
threshold=2.1420547332082829 1.0000000180025095e-35 -0.54762983980573909 -0.86675834133512175 0.45475107226783956 -0.9313969226050508 1.4204113421315279 1.0000000180025095e-35 0.899504435172783 1.5914433037996287 1.2448093987742805 0.94703470623304942 -0.25484457138301886 -0.92538868522310447 -0.20312202213558686 3.40662648569517 1.2041679343814773 0.29955462398378874 -0.67644785418678099 -1.2720904911601068 -0.88061045847626473 0.66778437295061321 0.01176765699676004 -1.3263328046252252 2.7377570030873941 1.5598167037945003 1.8751481127463665 0.022735161703463326 8.7258351662030922 1.2218426735774821
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 18 -7 8 9 15 11 -10 -13 14 -9 25 17 23 -6 27 21 -21 -20 -3 29 -4 28 -5 -15 -25
right_child=1 16 4 19 5 6 -8 13 10 -11 -12 12 -14 26 -16 -17 -18 -19 22 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028107498491145797 -0.022293915828110373 -0.058000816479846534 0.0026686250731150539 0.006239825391524019 -0.054518736847877891 0.00097759392001954266 -0.028398219856657136 0.0059124809980004014 -0.01515401572617482 0.030932541212831583 -0.05940256755689155 -0.023772837511473376 0.065927865541504913 0.010502882017667046 -0.034144785017783556 -0.058859415986459773 0.010157114835020506 0.0032809767078972804 0.0021752772783161225 -0.034086501615114416 0.018166186208106349 0.0099822874996573618 -0.043918779405829389 -0.0069645743739524648 -0.032432008416356961 -0.072829305604652825 -0.061294616900586921 -0.039725324912264659 -0.060460902838700981 0.01080580378539029
leaf_count=338398 180 70 2799 235 127 2443 207 315 688 189 78 31 48 4395 228 53 912 2194 223 166 2289 231 113 4279 330 33 32 115 30 500
internal_value=0 0.0368294 0.0756506 0.215242 0.0393029 -0.0833181 -0.0239937 0.0825922 -0.0141786 0.0609929 -0.280527 -0.192271 0.666405 0.156197 -0.190661 0.0203014 -0.0394744 -0.0732682 -0.449794 0.251841 0.29947 -0.134976 -0.232571 -0.138164 -0.125819 0.0393798 0.192637 -0.160348 0.201392 -0.0985983
internal_count=361931 23533 15248 3216 12032 3113 2650 8919 3919 3074 845 767 79 5000 543 2885 8285 7373 463 3036 2686 397 336 5179 5109 2832 4457 350 4425 4779
shrinkage=0.05


Tree=5711
num_leaves=31
num_cat=0
split_feature=785 885 1449 1455 539 1377 1002 1450 1176 718 930 545 1356 941 608 790 1148 1185 892 428 694 513 406 1386 1117 499 1384 710 1062 629
split_gain=12.0334 11.3327 16.7946 26.1718 18.1938 16.545 17.1918 16.7592 16.818 16.2377 30.6216 23.1542 21.0612 26.4496 20.7858 27.908 22.7539 20.0453 21.036 20.2648 19.2524 18.2788 19.4093 17.934 19.507 20.617 25.0203 18.4684 17.3766 17.2235
threshold=-0.86283290253235112 0.35018306414905159 1.2624102624837521 1.3837091346444212 1.0000000180025095e-35 -1.0606629817441902 -0.32459312438081372 0.25736028940779887 0.54032782744357311 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 2.8409731090507102 1.0000000180025095e-35 0.66665475971017707 1.8618223311409718 3.073785392405322 -0.70607139715668366 3.2157419873176414 -1.0536737419441657 0.75024505646995632 1.0454229551509682 1.3204840876176156 0.37625148072740094 1.0185301172368335 0.3475617514026495 -0.67847817238530383 -0.66907650027014964 0.40371806048386877 0.85100208288363743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 5 -4 -5 -3 7 8 -7 12 11 20 14 -14 16 -16 23 -13 19 -19 -11 22 -12 24 25 27 -27 -2 -17 -21
right_child=1 2 3 4 -6 6 -8 -9 -10 10 21 17 13 -15 15 28 -18 18 -20 29 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.5737754514342667e-05 7.2497531140907332e-05 -7.349729454107483e-05 0.00014805968877044316 -0.0005863477896202768 4.6795310725195267e-06 0.00012124518133133262 -1.4613853216042107e-05 -4.3851956977378225e-05 -2.0464890847856518e-05 0.00025113775244178858 -6.7133291560246794e-05 -6.8484279086029989e-06 -9.1366454954244653e-05 0.00031290888939086698 -1.1953214090629665e-05 0.00025611487739861177 0.00020419023216061572 -0.00023994587396668519 -0.00011147784801103622 0.00035409099375925804 -2.3717009573907717e-05 -0.00019493746754904354 7.4523476270326865e-05 -9.9186327277069549e-05 -0.00011990980067242298 3.5292962751139655e-05 -0.0001340158115921631 -2.5025359198774483e-05 -0.00010570394705883222 -2.6587895069754217e-05
leaf_count=29559 17494 15640 7005 486 566 16475 45176 6662 5421 1484 13992 2657 1308 1704 33264 3070 1687 376 924 4168 11777 3109 8562 44831 14756 7398 18716 42273 800 591
internal_value=0 -0.0119445 0.00816854 0.103554 -0.224535 -0.00121433 0.0119163 0.0561122 0.0864541 -0.0218581 0.0166013 0.0812036 -0.032948 0.1466 -0.0369176 0.00988581 -0.0522789 0.16618 0.231644 0.279113 0.0120897 -0.039027 -0.014045 -0.0562909 -0.0376497 -0.0224362 -0.0829508 0.00410058 0.186824 0.313403
internal_count=361931 332372 97431 8057 1052 89374 73734 28558 21896 234941 47640 21977 187301 3012 184289 37134 147155 8716 6059 5135 13261 25663 22554 145468 100637 85881 26114 59767 3870 4759
shrinkage=0.000980392


Tree=5712
num_leaves=31
num_cat=0
split_feature=614 890 795 705 566 768 434 854 797 710 905 269 1465 313 1002 921 651 965 988 563 416 641 1380 1463 1324 1094 840 1470 1193 115
split_gain=14.8629 17.3134 18.8922 19.9131 21.9522 18.7042 18.6319 18.5691 49.6742 23.0381 21.0693 20.6398 22.2984 19.4375 19.1265 23.8467 22.6079 24.5922 18.4703 17.2375 16.9362 16.6949 16.597 18.0346 16.5636 16.9935 18.4985 16.9224 16.4647 16.1587
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 0.28191752204954684 1.7603402020327763 1.8936793896627242 3.7374297967062331 -0.87473648844905705 0.63961785378869596 1.4588992811557273 -0.37419615790237176 0.24204918951595961 -0.52496915078423745 1.0000000180025095e-35 0.69854289147193727 1.0000000180025095e-35 1.1107569744011787 1.4967165609810034 1.0000000180025095e-35 1.4135235173689418 -1.4139668136196277 3.4775075420067885 -0.60052543649482215 4.0643752478539312 1.5048754259806196 0.77427499477357242 -0.84783833873566572 0.99891538979333971 -1.4021395305732265 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 24 -7 8 -4 14 11 -11 13 -13 15 -9 17 -16 -17 -14 -12 -22 -20 28 25 27 -27 29 -24 -2
right_child=1 2 7 4 -6 6 -8 9 -10 10 20 12 19 -15 16 18 -18 -19 22 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.5589582582874189e-05 0.00012649230268123028 -5.5654780689268759e-06 -5.3535885885398121e-05 4.4053664997517217e-05 0.00022022497109259079 -0.00030582040684449955 0.0017663510816105785 -4.8763587868570548e-05 0.00023644237515815878 -2.012843277629486e-05 -0.0007632636406076183 0.00017474804740531718 8.0293563169953067e-05 0.00080863339217215088 -0.0001052157942361705 8.0675467461807987e-05 -0.00032449018881565878 0.00019002555371012758 -0.00017173051939727433 0.00074227735231427883 -8.4945873220751466e-06 0.00074131029644121339 0.0014809825183910517 -0.0012155078263301864 -0.00028135964909146744 1.9273241924590776e-05 -0.00027433958354008893 -0.00018961323265883186 1.3521333412238232e-05 -5.2821119159609359e-05
leaf_count=107272 7405 51101 6883 51355 3438 2492 23 55382 4397 1506 191 348 1453 519 12400 16311 2000 1439 3316 176 5432 129 31 66 1705 2759 3560 2435 10487 5920
internal_value=0 -0.000343608 0.00526441 0.0276206 0.057139 -0.065444 -0.286295 -0.0140901 0.0707153 -0.0234466 0.0777525 0.198824 0.310578 0.580367 -0.0342478 -0.0202164 -0.105826 -0.0736562 0.0305129 0.162402 -0.00786392 0.0105935 -0.030389 0.012203 -0.0429269 -0.0230433 -0.145501 0.020926 0.0191291 0.0549249
internal_count=361931 254659 228360 105894 54793 26299 2515 122466 11280 111186 9754 4002 2496 867 101432 85593 15839 13839 30211 1629 5752 5561 13900 10584 23784 22079 6319 15760 10518 13325
shrinkage=0.000980392


Tree=5713
num_leaves=31
num_cat=0
split_feature=785 728 561 312 628 1343 1312 212 710 839 1387 651 1124 768 694 416 620 704 1016 842 792 563 904 153 562 1396 840 625 836 1179
split_gain=19.5352 13.8863 13.8213 14.7996 13.7814 14.5861 13.7655 16.8266 14.9976 26.3307 20.5495 21.245 20.065 18.9124 15.5189 15.9239 15.3673 18.6859 15.1336 14.9067 14.6097 16.4518 15.8449 14.3899 16.4624 15.8323 14.5423 14.5346 14.0874 13.9795
threshold=-0.86283290253235112 -0.49008176997875957 0.3443152153175571 2.2039299641339203 1.6526378436715372 1.4199335543108902 0.35015719381843119 -1.1223143554656645 2.0990458417769733 2.4231395658259918 -0.90762183734774549 1.1107569744011787 4.2367591710428538 0.11605232161583447 1.3473987468239537 -0.038339121120171085 1.5209264779549863 -0.79545638581664257 0.65834228227133607 0.8006924414162816 -0.87246257202899724 0.84699302603672677 1.652709086135377 0.44012412948807927 1.20745589502263 -0.91452309643109142 -0.62984603086835556 1.2319866380140101 -1.3381792613363361 -0.24785118282968718
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 7 -2 16 10 12 14 13 19 15 -12 -9 18 29 -10 -19 -22 -23 24 27 -26 -25 -16 -17 -18
right_child=2 -3 3 4 5 -7 -8 8 9 -11 11 -13 -14 -15 23 28 17 20 -20 -21 21 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.00010158975517025701 -7.569294531696878e-05 6.0396063251691207e-05 -4.9324826967498526e-05 9.6485019200098375e-05 -0.00052180837209106273 0.00077101281913507288 -3.9908369041987329e-05 -5.3267465964587516e-06 -0.00014380837494699944 0.00059758064112170608 0.00013504490498132858 -0.00019967303702676453 0.0012923012943576078 -0.00045007551599361473 0.00017435831344656658 -0.00041491779501797842 0.00014081824144877877 0.00022409156252134639 -0.00050618671106733126 0.00033113647212295797 8.9423447662217097e-05 -0.00026542474760326179 0.00071447252766344274 -0.00039669404694723923 -0.0011666828845230221 0.0011411290316700622 5.999004871938632e-05 -0.00020727144135565968 0.00057513202103488326 -0.00026723306089775691
leaf_count=3396 15990 26163 94703 5363 407 68 57667 131094 1222 406 1261 984 38 752 3744 93 1096 3367 423 396 8213 1014 91 602 24 118 912 673 814 837
internal_value=0 0.045176 -0.0163144 -0.0417387 0.0692441 -0.354325 -0.00679069 0.00298325 0.00949256 0.0854647 0.0644438 0.112726 -0.120767 -0.150113 0.149564 0.305965 0.00287157 0.0703412 -0.127787 -0.0186672 0.101718 0.0573352 -0.195294 0.0887899 0.152623 0.898933 -0.102934 0.127617 0.51315 -0.0330004
internal_count=361931 29559 332372 100541 5838 475 231831 174164 158174 12039 11633 9225 2408 2370 8241 2168 146135 15041 2356 1618 12685 9318 1105 6073 4559 142 1514 4417 907 1933
shrinkage=0.000980392


Tree=5714
num_leaves=31
num_cat=0
split_feature=476 568 85 503 1103 625 964 87 1109 624 877 1252 1181 326 1077 212 1185 1450 1450 1211 421 553 354 831 154 1258 1043 1242 1331 909
split_gain=7.97763 12.9137 19.6455 19.0231 15.2536 18.6991 17.5026 18.1408 19.2054 18.8763 15.2232 15.3859 15.2842 16.1254 14.6095 19.7687 19.6352 17.9608 21.9283 15.2613 15.1181 14.7738 14.5289 14.2632 14.9416 13.8954 13.8899 16.2845 15.3603 14.3219
threshold=-1.316508667510939 -0.64427122235540157 1.1311240556058522 1.3586305813758979 1.0000000180025095e-35 1.8998661523888691 1.3243818042937134 0.40088975192817344 0.97530222719671544 -1.4876871981871436 3.8075564470652341 0.74719514411838472 0.58129230954080946 3.5996930392126116 0.5007251690472273 0.03479761577023565 0.78990804089858679 0.13839823161113457 0.047327385624152674 2.2247717691110709 -0.54349530512348865 0.95167932204206729 0.69399762895093575 -1.7549348092731938 -0.56142628138566175 -0.75781192372268247 1.5256087990486786 -0.03076190439183157 -1.0842087042995929 0.7464730840879944
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 26 10 14 7 8 -7 -10 12 -12 13 -3 16 -16 17 18 19 -6 25 -22 -23 24 -14 -20 -1 -28 -29 -30
right_child=-2 4 -4 -5 5 6 -8 -9 9 -11 11 -13 23 -15 15 -17 -18 -19 20 -21 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0020440013229470022 0.00012011019229774296 -0.0029216107853031179 -0.0095294047403125578 -0.0083018186326289916 -0.0038028826158736902 0.0061327151978826308 0.063742376234001169 -0.021122138314967859 -0.012980958943975739 0.081633204596657585 0.097709702028716316 -0.054931154067207659 0.096111139176055904 0.085679052118638133 -0.0045112098647772476 0.012271859057070386 -0.020665603251026989 -0.012595973180214352 0.10781075031331813 -0.028561534684224305 -0.0035713507906078718 0.0011911825129103271 0.086444430301588146 0.0051550613222940325 0.0053087705192551918 0.027670350659293703 0.020288262371041615 0.047908968159892262 -0.010191840390597198 0.05397064893027094
leaf_count=20151 286912 12568 3177 3460 11419 1440 75 693 76 110 64 51 48 25 4699 1689 1989 5465 31 564 424 70 59 4292 69 102 1341 71 748 49
internal_value=0 -0.0282589 0.0159747 0.0397645 -0.0570513 -0.0946465 0.162695 0.102938 0.241092 1.06051 0.00900938 1.27156 0.00359657 -0.0524397 -0.11321 -0.00434989 -0.14997 -0.12265 -0.0664609 -0.0959628 0.364792 0.161005 0.91157 0.126566 1.002 1.03702 0.0655488 0.242289 -0.0130018 -0.116835
internal_count=361931 75019 28997 25820 46022 28905 2394 2319 1626 186 17117 115 17002 12593 26511 6388 20123 18134 12669 11983 686 553 129 4409 117 133 22360 2209 868 797
shrinkage=0.05


Tree=5715
num_leaves=31
num_cat=0
split_feature=785 519 728 507 869 921 761 791 861 1229 648 704 813 1443 566 1317 219 588 575 1145 580 288 1385 211 277 390 1374 732 1002 1270
split_gain=15.4053 13.9167 20.296 18.988 18.5071 19.5377 32.2773 21.306 26.3563 28.0536 19.118 19.3016 18.5416 18.5346 17.2344 17.0773 17.4128 16.1388 16.6069 15.9153 15.7291 15.8669 16.8009 17.7548 15.4733 15.418 15.3327 17.562 16.076 16.8134
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 0.65809631222906606 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 2.1641256470006294 1.593744732512876 2.1059719136688364 1.4278669885825741 2.2590319982686431 0.71188872395471614 1.0000000180025095e-35 -0.58590231404289406 1.0000000180025095e-35 -0.50339469727679276 -0.57319514928694903 -0.34654998321194436 1.0898482812341324 1.0000000180025095e-35 -0.66177662735578835 3.2946899365908435 1.0000000180025095e-35 0.34616208652689945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 13 12 -9 10 11 -10 26 15 -6 -7 19 18 -3 -17 -13 22 -22 -24 -25 -11 27 28 29 -4
right_child=1 17 4 -5 14 6 -8 8 9 25 -12 20 -14 -15 -16 16 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=3.9712548833886706e-05 -1.187331382863437e-06 -6.919242016896971e-05 -2.3417549372322851e-05 0.00010108865885135248 -6.8719084494773229e-05 1.5740251294332828e-05 0.00021856061485179103 -8.8431346142021087e-05 -0.00026187251246578082 0.00051686742925829217 0.00022301164131577876 -3.1894159653768575e-05 0.00010208021791539356 -0.00014306484254985599 0.00010263762815435808 0.00072690134423121695 0.001432984815986833 0.00015239669472916385 6.6294472013356229e-05 9.4511431166076682e-05 -0.00024625747540044096 0.00013601371307243935 0.00023828310346737735 -0.00024206296968389698 0.00039792740046565636 0.00013218162896407059 -2.5797718454231055e-05 -0.00054084895504851599 -0.0001594612884147572 -0.00015949791087842223
leaf_count=29559 48652 7439 24161 10531 82198 14267 4123 11003 2150 788 2316 13658 3837 4097 3066 225 53 4398 9681 946 1628 8405 1455 1318 288 1077 52529 601 10772 6710
internal_value=0 -0.0141976 -0.0187732 0.0194071 -0.0289081 -0.0152524 0.0450783 -0.0263287 0.0181398 0.0505669 0.0313246 0.0131578 -0.0457247 0.00506168 -0.061606 0.0382192 0.292041 0.0392151 0.00831189 0.230971 0.027183 0.0835097 -0.0358855 0.0666517 -0.12859 0.303063 -0.0529187 -0.0880335 -0.0826793 -0.0539367
internal_count=361931 332372 310854 59183 251671 166407 23711 142696 44086 33083 31218 28902 98610 19588 85264 15491 1224 21518 17120 1171 26752 13094 4689 3061 1606 1865 94773 42244 41643 30871
shrinkage=0.000980392


Tree=5716
num_leaves=31
num_cat=0
split_feature=1081 1061 1093 423 821 1384 430 278 1112 899 395 553 1305 702 1035 1456 970 1326 128 74 705 302 828 1252 1243 623 1396 346 641 1173
split_gain=7.90999 17.6331 22.3944 18.1459 18.2937 17.822 19.2006 17.6306 17.1797 16.8924 16.8554 16.705 18.5267 16.4991 16.0618 15.7923 15.6066 15.5314 15.213 15.4169 15.1562 15.1514 16.221 14.835 14.3338 14.3021 14.2778 14.2558 14.1967 14.6017
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.55864201032658711 0.14406624403785931 -1.0305144854359449 -0.50288744188593515 0.16260234259282988 -0.64008567058159715 -0.75983256102250107 2.4596412555602214 1.0000000180025095e-35 0.16999340286959347 -0.66537623572488702 0.079327934883270931 -1.0697320955247138 0.16399789351703506 -0.71213633301170709 2.15724710703013 2.8224158231388636 -0.22938339705305855 1.7552275306509069 3.0709481850678588 1.2628967745939139 -0.40591830043235316 -0.12972462656876191 -1.26784336295344 -1.7672740527740671 -1.3124880173305316 0.81742490509878973 -1.0630527285619082
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 10 6 9 25 -3 11 14 -6 -13 17 -2 20 -10 -9 -16 -20 -12 22 -17 -14 -25 -7 -8 -15 29 -18
right_child=1 2 -4 -5 5 7 26 13 16 -11 15 12 23 27 18 21 28 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00025809064928346471 0.011138434809354199 -0.006590776180140534 -0.0054714707596240234 -0.0024618167496616265 0.013438315982204768 0.012427880829096519 0.064871284924722078 0.0051780838403361427 0.010796521271279478 -0.020068210929929359 0.0039380442460170331 0.013012536161002312 -0.030316889142044414 0.073127385681865664 -0.012847680164605614 -0.017854365733618951 -0.012911627438607071 0.032750713691873073 0.090956433258848432 -0.059767315806221549 -0.041384154187646432 0.038955517785967231 0.024825983369287017 0.016970217724470008 -0.019536826911992933 -0.0070865614807014256 0.00023193240736913031 -0.0012857931582254225 -0.0097684358602554318 0.0048513933398673095
leaf_count=231413 688 5159 30450 30982 5720 688 49 8459 2640 248 6537 889 372 33 5622 1561 893 250 46 34 139 87 156 322 283 5829 5473 9146 1957 5806
internal_value=0 -0.0189965 -0.0620997 0.00149495 0.0279292 0.0527296 0.119089 0.0135097 0.0114542 0.191792 -0.0549896 0.210827 0.0119278 0.0491081 -0.180914 0.0103647 0.0590639 0.121732 -0.237772 1.05519 0.0631418 -0.211558 -0.270596 -0.216226 0.0069107 -0.101561 0.0152677 -0.0200066 0.00643578 0.0561337
internal_count=361931 130518 46905 83613 52631 37761 13356 24405 16455 7834 14870 7586 1866 17888 6390 8480 11296 8709 5702 80 6676 1804 1717 977 605 6517 5522 9179 8656 6699
shrinkage=0.05


Tree=5717
num_leaves=31
num_cat=0
split_feature=181 1454 1452 1226 21 1455 21 1453 748 1466 1464 1468 1450 1454 1449 1454 1450 1452 1451 1457 1458 909 289 627 1470 911 1469 1454 1455 1122
split_gain=12.2806 15.9319 23.5133 18.7832 18.4358 30.2797 22.4897 25.0106 21.9277 21.1527 20.4498 28.9031 30.0637 51.8677 28.3392 27.3686 46.157 30.3934 26.8202 25.5916 24.4877 23.7173 20.235 20.2288 19.5745 19.168 18.9124 18.6188 31.0704 20.428
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 1.3976603854473784 -1.0798509198017876 0.93792226267099765 1.189441983669046 3.5235182473523379 1.3593059060298478 0.99096960220324093 -0.43279898335635575 1.8034839195215984 0.27262452905359075 2.311341190271452 0.31881434390535024 0.8862013653042119 -0.44975414142939646 0.57845329651378008 2.0946814787157892 -0.34506681842024162 1.0000000180025095e-35 0.09468287894006136 -0.54618223487146944 -0.77081965765518168 -0.84210365056776759 0.899504435172783 -0.85817591263240789 0.54504201778324368 1.1386082259262511 -0.0068132682182183426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -6 10 -3 -7 21 12 13 14 15 16 27 -17 -15 -16 -20 25 -9 -19 26 -8 -14 29 -29 -12
right_child=-2 4 -4 -5 6 9 7 22 -10 -11 11 -13 24 18 19 17 -18 23 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.8762172710091649e-06 -3.9492345422259061e-05 -1.0783665482656511e-05 -0.00021183811175673118 -9.8289237032352575e-05 -7.8143088382099803e-06 0.00040303012801076656 0.00017235557030838595 0.00034411900718070101 0.00039410736589352461 -1.5479267030203995e-05 0.00013260660276248303 -0.00021069128787540306 0.00055524723689781216 -0.00072960132849152909 0.00018505051185487931 2.1582273208085649e-05 -4.9665684265380997e-05 0.00059096512637844356 -0.0011902768659547373 0.00071440133133060166 0.00043411868046697768 -0.00014413350115864625 -0.00038898111451032575 -0.0008633219641636233 0.0004849867940093475 -0.00016537711919728556 -5.9310515413351572e-05 0.0010202825359954097 -0.00030899748590595798 0.00063226827841533165
leaf_count=132539 75166 8158 4160 14319 102408 2172 3536 207 863 779 1341 1045 281 516 1029 1082 2414 44 53 719 199 3258 885 352 1746 946 725 317 128 544
internal_value=0 -0.00291359 -0.0202122 -0.015649 0.0147954 0.105324 0.00687108 0.0709969 0.0287754 0.296559 0.0885247 0.143082 0.174004 0.107332 0.160897 0.0893031 0.172436 -0.17411 -0.438734 0.406016 0.115561 -0.000478581 -0.25029 -0.690996 0.361623 0.100648 0.12817 0.39022 0.764398 0.28671
internal_count=361931 286765 151018 146858 135747 11972 123775 21367 9021 2951 20275 12535 11490 8738 7970 6222 4744 1478 768 1748 252 7740 1092 396 2752 4482 1006 2330 445 1885
shrinkage=0.000980392


Tree=5718
num_leaves=31
num_cat=0
split_feature=785 519 728 507 869 921 761 791 861 1229 648 704 1443 813 566 1317 219 580 1145 288 1385 211 1051 830 72 588 575 553 277 589
split_gain=13.3658 12.746 17.5407 19.1891 18.8664 19.1077 31.9958 20.2082 26.482 27.7525 19.1233 18.8088 18.0987 17.8659 17.4711 16.8587 17.3675 15.9048 15.8878 15.6436 16.7749 17.7153 15.6135 15.9636 18.9455 15.5088 16.127 15.4952 15.3771 15.3561
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 0.65809631222906606 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 1.593744732512876 2.1641256470006294 2.1059719136688364 1.4278669885825741 2.2590319982686431 1.0000000180025095e-35 -0.58590231404289406 -0.50339469727679276 -0.57319514928694903 -0.34654998321194436 -0.53310155753935329 0.90765045146119727 -0.37542587240568109 0.71188872395471614 1.0000000180025095e-35 -0.70113916377037711 1.0898482812341324 0.34879007543356905
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 12 13 -9 10 11 -10 15 -4 29 22 18 -13 -17 20 -19 -22 -7 24 -24 26 -3 -11 -23 -6
right_child=1 25 4 -5 14 6 -8 8 9 27 -12 17 -14 -15 -16 16 -18 19 -20 -21 21 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.6616162594138907e-05 -3.1428011543399219e-06 -6.913756501607093e-05 -4.9529904799347336e-05 9.9649384555964364e-05 -8.986445757396329e-05 0.00013183666842212559 0.00021873603150008401 -8.8060777912809575e-05 -0.00025777799019449454 0.00064040776677000498 0.00022382087629224987 -3.1641708593992941e-05 -0.00014025484796073497 0.00010159757406671686 0.00010498144613597295 0.00072572454961723136 0.0014298658634602772 -0.00024450447291058205 9.3856292410277026e-05 0.00013651307437090939 0.0002396715337935143 -0.00024011068049537107 -0.00026983412003354597 0.00010783420767450083 -1.5936145901317989e-05 0.00014853411039801093 6.4405124728669983e-05 0.0001905603152066153 0.00039786545652742894 -1.0516696396268612e-05
leaf_count=29559 48652 7439 94773 10531 60535 4199 4123 11003 2150 430 2316 13658 4097 3837 3066 225 53 1628 946 8405 1455 1318 2281 2789 4998 4398 9681 1435 288 21663
internal_value=0 -0.0135895 -0.0179678 0.0175118 -0.0273941 -0.013605 0.0460592 -0.0245611 0.0187457 0.0512606 0.0321169 0.0139443 0.00620912 -0.0434561 -0.0604121 0.038964 0.291084 0.0277818 0.230089 0.084423 -0.0341705 0.0682953 0.0169361 -0.0306479 -0.0877682 0.0375385 0.00723942 0.302381 -0.126842 -0.0689569
internal_count=361931 332372 310854 59183 251671 166407 23711 142696 44086 33083 31218 28902 19588 98610 85264 15491 1224 26752 1171 13094 4689 3061 14267 10068 7279 21518 17120 1865 1606 82198
shrinkage=0.000980392


Tree=5719
num_leaves=31
num_cat=0
split_feature=1216 149 427 602 925 915 293 771 73 358 706 1381 1049 569 1176 1460 418 841 357 1160 103 907 278 772 1047 1179 475 1045 69 154
split_gain=8.03613 13.8726 13.8703 14.0689 15.8795 13.5777 15.2424 13.7658 13.3411 14.1961 12.8641 12.7876 14.8003 14.3202 13.9648 12.3608 12.2392 12.1328 11.7899 11.1654 13.3032 11.6577 10.9618 10.8765 13.999 13.2399 12.023 13.92 15.545 13.3105
threshold=2.3855481443271001 -0.055053868871980195 0.10724851994527602 1.0000000180025095e-35 0.8698284522999451 2.0502917455158411 -0.36864283860962399 0.29139430867733723 0.99623165498658384 0.41347927121126354 -0.09441088386612069 -0.8294701148733562 1.181006381036557 -0.37422757492242659 1.0295502290122265 2.0938216580480371 -0.42639569328104038 1.5508806201510676 0.22320799764597363 0.68536004617275303 -0.55412336874922807 -0.34679735216338925 -0.41438093111325908 -0.15376522887176289 -0.99361794189606789 3.9990100872976422 1.3178422683400421 -0.63964396503124232 1.1187562128881274 -0.60421859147644363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 5 19 7 -7 -4 9 10 -9 12 13 -2 17 23 -12 -13 -15 -5 21 -21 -11 24 -3 -26 29 -28 -29 -25
right_child=1 15 3 4 -6 6 -8 8 -10 22 16 14 -14 18 -16 -17 -18 -19 -20 20 -22 -23 -24 26 25 -27 27 28 -30 -31
leaf_value=-4.3346146875486777e-05 0.028469394893202549 0.0053341176366857243 -0.02171855045949304 0.021205124671951615 -0.041161027484953379 0.1297935900372876 -0.021783653083238701 -0.068035977016370458 0.089475966602973231 -0.043979187477224319 0.063589085711027379 -0.014248010814876526 0.079727712493138633 -0.048434023314695471 0.018287320260849373 -0.043829140200001677 -0.062375417051007902 0.026858343544359321 0.032031087062833669 0.092894013356745159 -0.023545314364039435 -0.018228745384813169 0.073504666483807754 -0.02927521030788607 -0.020071820015856209 0.078509901826891992 -0.021049418520391106 0.026455680076075586 0.12756400128604259 -0.00065303000963308185
leaf_count=349058 206 674 787 1270 114 28 38 72 43 24 34 3029 45 183 336 181 32 143 50 23 176 34 51 432 2422 20 94 198 20 2114
internal_value=0 -0.0728967 0.0157786 0.153398 0.280781 -0.129496 1.25192 -0.210581 0.326667 0.0557907 -0.515499 -0.104756 0.322583 0.13031 -0.171887 -0.171317 0.370166 -0.239313 -0.490085 0.334213 -0.149535 0.879265 0.930518 -0.148053 -0.273378 -0.377073 -0.0290558 0.45263 0.802714 -0.095776
internal_count=361931 12873 6718 2726 1617 1109 66 1043 256 213 138 3992 484 439 3508 6155 66 3172 233 1503 233 57 75 5974 3116 2442 2858 312 218 2546
shrinkage=0.05


Tree=5720
num_leaves=31
num_cat=0
split_feature=785 519 728 660 618 791 636 89 842 911 1439 21 836 1372 507 326 665 540 675 1470 553 603 1243 1460 155 609 352 416 897 1389
split_gain=14.9192 13.0144 17.4265 19.2782 20.591 21.5222 20.9157 19.3063 18.8837 23.6938 18.3714 21.3383 19.3646 18.2484 18.0248 17.4426 16.7653 17.6747 21.9936 20.3171 23.8662 23.7724 19.1347 18.2811 17.7978 18.1998 17.6543 17.7759 17.0666 18.6237
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 -1.4147875658213491 1.0000000180025095e-35 -0.068383332646191022 0.45524842711242136 1.1386971735256264 0.47869654671021555 0.70356782200899082 -1.6471741456694959 -0.52166531716617748 1.0000000180025095e-35 0.65809631222906606 1.6390506412245707 3.0858555402564884 0.35001124564692748 1.3006397995630099 0.360274951809401 -0.37446445128038819 1.0000000180025095e-35 0.98437374954770884 0.56173587515204015 -0.16641682250510087 0.34836266309945185 0.07790805201923319 1.5222469165892971 2.1485214398482779 0.90890360509060952
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 15 8 7 -7 -6 -10 11 12 -5 -14 -2 -4 17 22 19 20 -19 -21 -13 24 25 -20 27 -26 -23 -30
right_child=1 -3 3 10 5 6 -8 -9 9 -11 -12 16 13 -15 -16 -17 -18 18 23 21 -22 28 -24 -25 26 -27 -28 -29 29 -31
leaf_value=3.8235604703608742e-05 -3.9205205974800373e-06 3.6061466070418695e-05 -0.00015629808774705076 -0.00016512993740753785 8.9621464062781412e-06 5.6505182339821534e-05 0.00015617922235826938 -0.00022780553589041533 -0.00028234096703604983 4.1200740174763263e-05 -9.0633773005629475e-05 -4.3408284319285782e-05 0.00054427124637425935 -1.4105111682441972e-05 9.5660555234437612e-05 0.00035592340465791911 0.00021403251758050156 8.6148861903393426e-05 -0.00076553813506544317 -0.00014724633500472531 -4.2619848046002237e-05 2.5505181262034649e-05 -0.00015026790530603268 -0.0001422567147271941 0.00023211511773983055 9.9862137323772349e-05 0.00060312783062696604 -0.001147853758552271 0.00040699045043207313 0.0024760751619832102
leaf_count=29559 48652 21518 8079 948 33729 5736 9325 1851 2837 1801 41034 78634 929 595 10531 328 1268 12563 132 10605 17155 4864 13968 973 1350 2056 718 53 113 27
internal_value=0 -0.0148518 -0.0192752 -0.0286666 0.00646765 0.0201777 0.0888556 -0.00509122 -0.0103059 -0.146686 -0.041898 -0.0298335 0.21679 0.362143 0.0160787 -0.125917 -0.0333911 -0.0361694 -0.00273384 -0.0200235 0.0146974 -0.089665 -0.0584621 0.13137 0.192409 0.053714 0.337018 0.190929 0.0508364 0.867776
internal_count=361931 332372 310854 251671 63686 55279 16912 7587 38367 4638 187985 146951 2472 1524 59183 8407 144479 143211 50609 45327 29718 15609 92602 5282 4309 2188 2121 1403 5004 140
shrinkage=0.000980392


Tree=5721
num_leaves=31
num_cat=0
split_feature=470 395 1367 56 1451 691 0 280 1182 11 621 1380 75 15 358 209 894 909 771 497 984 489 561 134 1190 892 978 1041 702 144
split_gain=8.07158 14.5677 14.4641 13.2816 15.4191 17.3684 16.1647 16.4072 19.0289 14.5952 14.3405 14.5419 14.2167 16.1093 14.935 20.288 14.8202 14.4796 14.0194 14.0094 13.9763 21.4884 17.6805 15.8928 17.5857 15.4008 13.9752 13.9453 14.5324 16.4659
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61047007421192445 1.0000000180025095e-35 -0.10843678457706492 0.73422046980235012 0.55122849592575085 2.8059116793285241 0.48910334157532415 -0.74941357623924432 0.32351035462619099 0.50456006508410289 1.4479733255045044 -0.10024909370951192 -0.588879160795868 -0.56957179475987785 0.96742979996179246 -0.69275909479195918 -0.5436698564661141 1.656418941702585 -0.68672461674512941 -0.44698184572961247 2.21924850464544 1.0618597429748491 -0.55799707346054805 1.0000000180025095e-35 2.7670434459051321 0.84359766928644253 0.82247273120287534 0.072170865069748943
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 5 20 7 26 -9 -8 -7 -12 13 -11 17 18 -17 -15 -16 -1 -5 -22 23 25 -25 27 -6 28 -23 -30
right_child=-2 -3 -4 4 6 10 9 8 -10 12 11 -13 -14 14 15 16 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0043988871853055935 0.00034086477366300055 0.00010551555546416095 0.0017059613618820501 0.019672374541176482 -0.011400170457400504 -0.0001442009166596835 -0.023971180659688004 0.0041629195278465193 0.12405330263063948 0.039185002961764692 -0.0418003356020493 0.0065004427279830544 -0.030747561969876165 0.033176125333365551 -0.0128990792497495 0.012100022030584511 -0.035239782559057041 -0.033514424438682404 0.067788416990785097 -0.035951334545182664 -0.0059704881804384484 0.03028959236325442 -0.045974562692592341 0.022431043610051004 -0.023891995157225579 -0.011430127739692561 0.041064684343831488 -0.0025486960365691657 -0.0068993084974660647 0.035171431875996244
leaf_count=52803 191352 89543 11751 1139 4747 1304 378 84 40 254 518 187 140 105 49 565 119 261 117 394 2459 1181 132 259 592 456 74 384 368 176
internal_value=0 -0.0163353 -0.0471987 -0.0657804 -0.00077447 0.0719043 -0.0955022 -0.183009 0.839663 0.094483 -0.18227 -0.542709 0.177424 0.244396 0.123474 0.273016 0.0918587 -0.371479 0.995722 -0.0920018 0.125824 0.0758734 0.200766 0.230135 -0.152483 0.309457 -0.207109 0.375449 0.460095 0.150675
internal_count=361931 170579 81036 69285 16088 9155 6933 4945 124 1988 2009 705 1610 1470 1216 850 684 366 166 53197 7146 6007 3548 3416 851 2565 4821 2109 1725 544
shrinkage=0.05


Tree=5722
num_leaves=31
num_cat=0
split_feature=785 561 1113 986 904 362 976 1053 300 355 379 270 184 637 1110 1317 275 691 473 342 915 732 628 763 76 1282 997 492 911 761
split_gain=8.14054 9.18418 12.9702 15.5885 16.7556 14.3444 14.6211 14.1818 18.1358 15.4936 15.8119 15.4533 14.9085 20.731 16.3876 17.169 16.5583 16.4757 15.8733 16.7471 15.7876 16.2399 15.2837 14.8115 14.7682 14.5443 17.1639 15.806 23.6512 16.9983
threshold=-0.86283290253235112 0.048699383522880162 2.1275675754313657 -0.16738708826214824 -1.1810488401903609 -1.2812846069382127 -0.946546550381545 -0.38242512451761579 0.66750466041236212 -0.22625162720926512 -0.54991921176105274 1.0000000180025095e-35 1.384368771371848 -1.0715480726147362 1.6284946223424226 1.5458470966094315 -1.1384509726626295 -0.78753941908817249 0.77164584159373273 0.96109758512903454 1.1460971868047103 3.2946899365908435 1.4721207552230926 -1.0179604333443064 1.5839797590958831 0.50166962092773904 1.8859961581257856 -0.57714204029036031 0.85864930037059206 0.92897775440548946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 -4 6 -5 12 -9 11 25 -10 14 -14 18 16 -16 -17 -3 20 21 -20 -18 -19 -25 27 -27 29 -29 -11
right_child=1 2 3 5 -6 -7 -8 8 9 10 -12 -13 13 -15 15 17 22 23 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0016868118672872972 0.00018251639468161538 0.0029825359540640219 -0.027531170081394829 0.098481338074811575 0.00069995562772202132 -0.01974593123708937 0.00060155462473126782 -0.0011658031312911207 -0.0060837009269067849 -0.036127993325226412 -0.015873209279514459 0.0083113787858362983 -0.024612643778055499 -0.0023150098879730048 0.012303091867918354 -0.053042085853876611 -0.011862067134508204 0.12718643870019769 -0.004329869999790438 0.0058673714188787543 -0.023332068191736187 0.084403165620143675 -0.046911231363292422 0.011090044348398253 0.11381651091609979 0.015721309712599767 0.12528152003568269 -0.0065831823082499992 0.035240140708925193 0.011829058618428104
leaf_count=29559 198251 33970 440 32 3463 2314 146 63302 3839 463 3892 1470 1133 4731 386 42 2040 23 6758 2485 953 30 266 174 22 194 26 1140 249 138
internal_value=0 -0.0061848 -0.0226977 -0.143836 -0.0456382 -0.330962 0.437211 -0.0176255 -0.0405548 -0.131481 -0.221474 -0.0381165 0.0129015 -0.125759 0.0252734 -0.159455 -0.220732 0.459099 0.0363921 -0.054293 -0.117808 -0.0774444 -0.3068 0.724591 0.490339 -0.0460391 0.600315 -0.113804 0.0390653 -0.457823
internal_count=361931 332372 134121 6395 3903 2492 178 127726 74713 11411 6102 5309 53013 5864 47149 2953 2692 261 44196 10226 7741 6788 2306 219 196 2210 220 1990 1389 601
shrinkage=0.05


Tree=5723
num_leaves=31
num_cat=0
split_feature=785 727 519 728 665 507 678 1449 416 1468 1467 209 1467 1469 1454 902 870 1462 1458 1459 528 1449 1460 1463 1463 1218 1124 1465 1452 284
split_gain=18.2123 15.3053 11.006 18.9215 19.056 18.5018 18.2407 18.4689 23.5481 21.8532 19.2977 20.5142 20.2217 21.8341 20.5106 18.488 19.9994 19.0878 20.1334 17.6189 20.7591 17.5661 18.3713 17.2355 17.3696 16.8223 16.8201 18.9669 17.1605 16.8467
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 4.2005191890951297 0.65809631222906606 0.34708990927187483 0.6853839265082079 -1.4139668136196277 2.213655904251008 0.23932947083138087 1.2470654765739884 0.64485013760597287 1.4039267167446501 -0.47921441570843964 -1.009584947380743 1.4311114217578251 0.64216061943476632 -0.54909029163641709 0.6997810996132513 1.3633726830512116 0.79506610846124859 1.9901129404352613 3.3344277704427654 3.8831718863218607 3.9048232315577729 0.024116686389840564 2.0147527329400829 3.6173782083827311 0.27619274249673792
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -2 23 10 -9 21 11 -8 15 14 -14 -12 -17 18 -18 26 -21 22 -10 25 -25 -5 27 28 29 -16
right_child=2 -3 -4 4 -6 -7 7 8 9 -11 12 -13 13 -15 19 16 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.2611223860850833e-05 -1.2968357614920718e-06 8.9938583980725517e-05 3.3096600724243085e-05 -4.9764605978004104e-05 0.00032730008792899838 9.9691695321599104e-05 -2.4394032780113704e-05 -0.00056366301343764168 0.00040396083441825484 -0.00029260230465493804 -0.00035176623501153469 -0.00017592958655660389 -0.00024627110812980931 0.00036425666271786114 -0.00019704881544775279 0.00019015230237057396 -0.00095477522796507254 -0.001343239761360111 0.00020236619304689292 0.00012851052526894347 0.00094686646817029364 8.0584173930218873e-05 -0.0012853942236775815 0.00039436691719009433 -8.5002280456380779e-06 0.00026595646711039125 0.00014748906315767245 -0.00091447308789332138 -0.00097885824594562431 9.9952001905461094e-05
leaf_count=12551 48652 17008 21518 165207 731 10531 46773 444 1149 733 500 5105 2327 663 2351 6611 149 77 332 1209 124 10683 34 884 1458 729 1677 177 112 1432
internal_value=0 0.0456355 -0.0137713 -0.0178403 -0.0276284 0.0190363 -0.0289009 -0.00194102 0.0745935 0.0884146 -0.0174024 -0.0401919 0.0478127 -0.0198991 -0.0491348 0.136631 0.162286 -0.29437 -0.0965211 0.00804201 0.23242 0.110407 0.366615 -0.045291 0.152985 -0.0486769 -0.0487045 -0.12518 -0.0957486 -0.0710573
internal_count=361931 29559 332372 310854 251671 59183 250940 82662 13043 12599 69619 51878 17741 10072 9409 7669 7169 558 481 7082 1333 11866 1183 168278 2342 165936 5749 4072 3895 3783
shrinkage=0.000980392


Tree=5724
num_leaves=31
num_cat=0
split_feature=785 727 885 1449 1455 539 1377 1002 1450 1176 718 930 694 1218 1148 608 790 1386 979 1390 499 1117 488 4 1062 513 406 347 737 365
split_gain=11.7743 11.1333 10.9417 16.9381 25.9294 17.9748 16.4835 17.0339 16.6771 16.7171 16.3627 30.2608 22.6386 21.2717 20.1965 20.138 29.8282 18.8776 19.4169 19.4504 20.6423 20.5972 19.7784 18.0805 17.8748 17.825 18.6705 17.8158 17.6994 17.6772
threshold=-0.86283290253235112 1.0000000180025095e-35 0.35018306414905159 1.2624102624837521 1.3837091346444212 1.0000000180025095e-35 -1.0606629817441902 -0.32459312438081372 0.25736028940779887 0.54032782744357311 1.0159173274103563 1.0000000180025095e-35 1.2615335103024639 3.9048232315577729 3.073785392405322 0.66665475971017707 1.8618223311409718 0.37625148072740094 1.0512052939106304 -0.97986167291695836 0.14872693232370457 1.0007360560485064 0.20263000255482863 1.4788446849640484 0.40371806048386877 1.0454229551509682 1.3204840876176156 -0.48734101565807414 1.4683293454868511 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 6 -5 -6 -4 8 9 -8 13 12 27 14 15 17 -17 18 19 -2 21 -21 23 28 -18 26 -13 -12 -22 -30
right_child=2 -3 3 4 5 -7 7 -9 -10 -11 11 25 -14 -15 -16 16 24 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.2961122069379222e-05 7.3058617388139125e-05 7.474297722799843e-05 -7.3016237061422799e-05 0.00014869170336369609 -0.00058260164492972527 5.369353305129547e-06 0.00012124357618828216 -1.4150379290479175e-05 -4.3484666308400082e-05 -2.0091890452078725e-05 1.0486869150640703e-05 -6.5074754047633545e-05 2.6527752417673341e-05 0.00028569167777195388 0.00018335782122053739 -1.4047592056301745e-05 0.00025986375351151939 -9.6389778634962795e-05 -0.00011727371558298547 2.0846730066617569e-05 -3.807424158112481e-05 -0.00012735706463025932 -0.0001739812245946679 -0.0003574103302221599 -0.0001058966878712877 -0.00019172903997446237 7.3921422082325308e-05 0.00025626468900148718 0.00046913314491751874 -0.00023786523951501917
leaf_count=12551 12246 17008 15640 7005 486 566 16475 45176 6662 5421 2350 13992 14987 909 2047 33344 3103 45292 14521 40273 14907 6857 10515 1447 804 3109 8562 4640 723 313
internal_value=0 0.0367203 -0.0111805 0.00858821 0.104416 -0.222371 -0.000837169 0.0122731 0.0562807 0.0865561 -0.0209262 0.0176989 0.0819393 -0.0320626 -0.0342898 -0.0374018 0.00855557 -0.0525545 -0.0335866 -0.0189075 -0.0347585 -0.00158763 -0.0901782 -0.0362823 0.190335 -0.0376335 -0.0129562 0.186649 -0.0150936 0.290213
internal_count=361931 29559 332372 97431 8057 1052 89374 73734 28558 21896 234941 47640 21977 187301 186392 184345 37251 147094 101802 87281 75035 47130 27905 17390 3907 25663 22554 6990 15943 1036
shrinkage=0.000980392


Tree=5725
num_leaves=31
num_cat=0
split_feature=1459 1469 1449 1470 1460 1458 1464 1464 1463 1467 1462 1453 1462 1452 401 1452 1459 249 21 1450 1470 21 150 413 21 1387 1464 1459 1468 1470
split_gain=7.9524 17.0081 20.6649 25.7979 21.5883 30.8656 23.6548 38.1485 33.2839 23.2661 23.452 22.7802 21.6013 38.1365 21.44 20.5281 20.9418 20.1177 19.6481 22.9476 18.2654 23.625 17.5596 17.4441 17.3501 17.1745 17.1001 22.5429 21.412 24.0421
threshold=0.46383055849355342 1.510147188037138 -0.057810435217401528 0.82151526813113451 0.058427274985338513 -0.06493454140346698 -0.30759560755985199 -0.31497481326640125 0.86054784576273324 -0.582410577849796 1.2919110459314187 0.62153978536180354 1.1061400540281336 1.0213635525437439 2.6445107718578433 -0.22703747551118403 1.9418244001765679 0.47468429645837834 -1.4580664037135931 -0.3278807016401048 0.78209301887286675 0.2439032738895319 0.088971608501514601 -0.3789550555326065 -1.0798509198017876 -1.133872617464504 0.51136205849063443 1.1027689806250593 0.35527105212377691 -0.37297888439438048
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 12 7 24 9 15 11 -11 13 14 25 16 17 23 19 -7 -17 -22 -15 -8 -2 -6 28 -28 -20 -30
right_child=1 -3 3 -5 5 18 8 -9 -10 10 -12 -13 -14 22 -16 20 -18 -19 26 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00043252979224340875 -0.0093853690846809473 -0.0098738689392422405 -0.00025076242356170277 -0.018614087462858503 -0.010069142197398601 0.046585132153719636 -0.032110655411726058 0.064599930767945665 -0.013447602251997781 -0.001723044884580944 0.021218694066759219 0.012850744689736611 0.029752549266553185 -0.046339322393623442 -0.055619590628804005 -0.0027509123140385906 0.033788724924145967 -0.044439713609486342 -0.012442065163091142 -0.0095593326192362788 -0.0008777729590599278 0.067987306042319923 0.0019460877470842287 -0.0042249458512995681 0.0061802912885533141 0.016415449867069633 0.029458470154174556 -0.0002172865219425556 -0.0060525893812600935 0.030445288272298088
leaf_count=287404 1478 2124 33699 1239 397 245 521 98 2765 5646 814 1828 763 274 57 2035 117 417 2316 153 149 81 193 1177 9595 3847 428 1122 625 324
internal_value=0 0.0186408 0.0243881 -0.016233 0.0625282 0.148293 0.0259374 0.108486 -0.0334897 0.0169291 0.0857677 0.0416674 0.265577 0.204489 0.266453 -0.129435 -0.305068 -0.366056 0.02037 0.504597 0.0287999 0.589615 -0.475291 -0.249288 0.0925157 0.285192 -0.0208658 0.170751 -0.119281 0.156584
internal_count=361931 74527 72403 34938 37465 10744 26721 11171 15550 12785 8288 7474 5531 4768 4301 4497 2232 2115 5213 398 2265 230 467 1698 11073 4244 4815 1550 3265 949
shrinkage=0.05


Tree=5726
num_leaves=31
num_cat=0
split_feature=62 1458 689 1449 122 701 698 204 766 70 907 426 495 625 87 485 1107 1394 906 1039 222 156 1243 703 831 980 713 337 1083 1105
split_gain=7.98139 16.9269 13.7964 18.8852 15.6467 13.2491 13.4232 16.2077 12.6505 12.3882 14.338 12.6682 12.4147 12.9679 13.3029 12.1749 17.9316 12.4071 12.6 12.8243 12.0725 12.578 11.9466 12.1713 11.8728 12.8931 11.7419 16.837 16.9683 15.7104
threshold=-1.2811150420666217 1.8460070869938618 0.16364321731367579 0.23597764718087469 1.2828132024160503 1.5860061055953654 -0.26733251094704602 1.3039465636384893 2.9652063054639108 -0.45009174186883921 0.17077745203812672 0.37208305868529995 -0.6212510524148106 -1.1335754408332559 -0.2842971246972309 2.6633534206205476 -1.1733023167445951 1.7605662628063958 2.1502107243067585 -0.84777760124945278 -2.1252986129436988 -0.76390848464540617 -0.85291129176717251 0.21642369868651504 0.44699020697107211 0.76455052818866753 1.0000000180025095e-35 1.0000000180025095e-35 1.911083489114747 0.6301787220615519
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 -3 6 -4 -8 20 10 12 -12 13 -10 22 26 -17 18 19 -18 21 -2 -15 -24 25 -23 29 28 -28 -1
right_child=8 2 5 -5 -6 -7 7 -9 9 -11 11 -13 -14 14 -16 16 17 -19 -20 -21 -22 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014304238234292682 -0.020821841385459942 -0.021815391287463761 0.0032043862865724841 0.0069094706409177815 0.024596635078652521 -0.027838059647444083 0.018653812071351559 0.067135967811695299 -0.064136416648835515 -0.021334855596496637 0.013661301801878904 0.092009469004475222 -0.034848228631833948 -0.030883588306763934 -0.064213702085968688 0.047154697544338278 0.02582160354080176 0.065670934279386944 0.060896252274771405 -0.013205700150855329 0.00026085960255016011 0.015273810049536089 0.021456384168943771 0.097096092809907608 -0.022617552828456677 -0.022700311942968697 -0.00088566342639597524 -0.0063777496091023348 -0.015506452988666 0.0074638957301487452
leaf_count=11771 1052 823 780 1554 112 112 919 74 40 900 159 27 189 42 39 184 154 44 48 626 278377 751 87 33 363 230 36357 19940 1821 4323
internal_value=0 -0.0262409 0.112754 -0.00625969 -0.301033 0.255107 0.299117 0.46149 0.00290176 -0.227058 0.0335629 0.585007 -0.218199 0.147514 0.373071 -0.0367935 0.235434 0.0788331 0.00298118 -0.0801053 0.00398865 -0.191078 0.604238 0.925089 -0.0140548 0.139351 -0.0409631 -0.0599027 -0.0287414 0.0177222
internal_count=361931 79642 4374 2489 935 1885 1773 993 282289 1516 616 186 430 241 201 75268 1056 872 828 780 280773 2396 162 120 1344 981 74212 58118 38178 16094
shrinkage=0.05


Tree=5727
num_leaves=31
num_cat=0
split_feature=785 728 516 789 451 506 564 515 928 728 651 912 507 864 470 906 788 651 1452 1038 1238 627 689 625 224 785 82 567 696 1392
split_gain=13.9687 13.0002 12.4438 21.2878 20.2808 45.4349 22.6317 19.1254 17.1304 28.6863 27.3555 24.798 24.5665 20.9495 20.5933 19.2104 18.3469 21.6318 23.7878 18.2007 17.2271 19.0928 16.6049 17.0762 16.1822 16.4941 15.8657 16.3766 15.9957 19.3744
threshold=-0.86283290253235112 -0.90320472132347296 1.0000000180025095e-35 1.1248358748350926 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.4353143596930875 -0.52992354128753727 -1.3163276726681863 1.1107569744011787 1.4915456331499788 1.0941628986121894 0.72275257928592751 1.0000000180025095e-35 -0.068362494816270145 0.38349571241217301 0.58396494997324677 -0.63504016340352343 1.5197873595272351 -0.6968354641114346 1.4345588693328943 -0.64429193114355554 1.7841998677764634 -1.4124734813733664 0.58460966528228819 1.0004032930248603 1.1852749810331822 -0.99131306625085525 0.3554463032933099
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 6 -6 7 -2 13 10 12 14 15 19 -11 -10 17 18 -16 -4 -18 -22 -14 -24 -15 -26 28 -28 -20 -30
right_child=2 -3 3 -5 5 -7 -8 -9 9 11 -12 -13 22 24 16 -17 20 -19 26 -21 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.00010804422686174804 -5.1059091859992906e-05 5.2404770993376396e-05 4.2061809317402777e-05 -6.5628710904886244e-05 0.00029242105349861776 -2.347482658788182e-05 -0.00014646709029257892 2.2570492890745277e-05 -5.1562844903536591e-05 -8.9933577319439007e-05 -0.00016986619312359943 6.5439576139438629e-05 -3.874257304465615e-05 -0.00060790110046958924 0.00011052463604171725 0.00012641607413202424 0.0001406910108277881 -0.00014700793057452645 0.00014845497375725374 0.00018549304007421373 1.4995490470759916e-05 -0.00040782514823830358 0.00036405737761087268 -0.00022005511406161113 -0.00011320815218509268 0.00010797255201215035 -0.00026966867971241882 0.00024776671288063117 -0.00011460206326501792 6.7602965436926361e-05
leaf_count=3254 86094 26305 42560 23724 2736 10940 11199 29310 5369 38055 2089 12113 761 291 5658 7146 5744 7496 2356 4575 7053 671 2737 302 5476 2335 2503 300 8839 3940
internal_value=0 0.037963 -0.014107 -0.00246061 -0.0328623 0.0542431 -0.0435309 -0.0325355 0.00693307 -0.0101333 0.0708827 -0.0276961 0.102077 0.039654 -0.0435429 0.0509477 -0.0134237 -0.0433667 -0.010203 0.0585106 0.0567533 -0.0192945 0.252937 0.323363 -0.0660004 -0.0476603 -0.051658 -0.209356 -0.0228351 -0.053939
internal_count=361931 29559 332372 192093 140279 13676 126603 115404 168369 113132 18404 94728 16315 55237 82615 12515 44560 31092 23596 47135 13468 7724 3800 3039 8102 7811 17938 2803 15135 12779
shrinkage=0.000980392


Tree=5728
num_leaves=31
num_cat=0
split_feature=1469 1452 1456 1457 1009 396 421 354 352 568 779 958 352 493 1249 870 972 69 597 1464 1023 736 853 636 138 218 762 1157 158 213
split_gain=7.91576 14.5107 18.0163 16.0266 15.6209 15.3781 17.1462 16.1412 16.2188 15.2565 20.9035 14.9206 19.0259 16.5245 14.9175 15.928 14.9801 14.5886 13.8844 13.827 15.232 13.4666 13.3534 14.1991 13.2107 14.5914 15.1939 13.067 13.0517 16.9403
threshold=-1.0588145806293296 0.039474337618497217 1.0000000180025095e-35 0.46813647843971296 2.3941125984134417 1.1096329385457746 1.6407069459651926 -0.15479211823442024 0.14293846428940002 0.95996774647840766 -0.053386189878522096 1.0000000180025095e-35 -1.450306636329687 -0.21819978889738156 -0.159195980969357 1.0000000180025095e-35 -0.032681280106505943 -0.10460838681785063 0.4590488840311347 2.177892488217096 -0.92662490140568188 1.0000000180025095e-35 0.91359539958596292 -0.49374717406229768 -0.73249580233880873 1.1820826499621349 0.56364306192436464 1.0000000180025095e-35 -0.68648648392083456 -0.81457636684998114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 28 6 -1 -7 9 10 -9 24 -13 21 15 22 17 -17 -8 -5 -21 -14 23 -15 -4 -26 -27 -23 -3 -30
right_child=-2 2 11 19 -6 7 18 8 -10 -11 -12 12 13 14 -16 16 -18 -19 -20 20 -22 27 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00031906588505869376 -0.00037150033887444785 0.0071488268572692431 0.016077571827104838 0.0024602909986972455 -0.019825918801006797 -0.021069516118379625 -0.02442813742683431 0.051686331583408462 -0.0095169801736659978 -0.047669806795206535 -0.026058911277339392 -0.035270552450716731 0.031260986044589663 0.025471961405086136 0.023091099081515 -0.046810856971625833 0.036184442035736258 0.020594096885492713 0.0039318512361574123 -0.02254032872635801 0.030166750522373983 -0.014064314896668498 -0.078403934892963684 -0.035177984679891958 0.002518834979142754 -0.0090297882449743433 -0.069324646352451613 0.027030193128821958 -0.0096117681528628245 0.0018587278438137048
leaf_count=16532 310540 4406 779 7297 605 1365 902 183 1112 51 81 110 905 72 407 90 149 82 345 104 393 213 55 142 2011 185 73 183 2112 10447
internal_value=0 0.0233942 0.0643911 -0.012315 0.02907 -0.0470322 -0.0243156 -0.225728 -0.0326522 0.445615 0.650124 0.174933 0.30448 0.342531 0.113542 -0.112143 0.226311 -0.251822 -0.308771 0.0748253 0.432418 0.493773 -0.520795 -0.276394 0.0718559 -0.0131684 -0.507836 0.137239 0.0395661 0.00258369
internal_count=361931 51391 23026 28365 17570 20571 17779 2792 1427 315 264 5456 2408 2298 997 590 321 172 1247 7794 497 1301 269 214 3048 2269 258 396 16965 12559
shrinkage=0.05


Tree=5729
num_leaves=31
num_cat=0
split_feature=705 497 1166 1434 126 1049 1062 1258 614 1139 12 1254 899 14 630 915 361 835 792 947 765 558 1114 1446 215 1110 974 145 909 1116
split_gain=7.84987 19.1648 18.1014 16.4283 17.412 15.4913 14.9715 19.6157 16.69 19.6788 16.5751 15.6183 14.8914 15.4543 15.5572 15.4098 16.169 15.863 14.7826 14.5991 15.9325 16.7084 15.3282 14.0366 15.6134 14.1403 14.0419 13.9747 14.8049 13.9737
threshold=0.87723755459486374 2.4192885550665473 -1.2508507625752519 1.0000000180025095e-35 3.4826299468242277 0.56378428321114848 0.40371806048386877 0.10047967102133494 -1.0625654336828987 -0.58969369217779433 -0.51756225993803284 -1.2482620779957483 0.86810322269865914 2.0877567769440826 1.7069545383584372 -0.8098383230432169 1.0613030474572664 0.65338141542179351 0.6540212943698811 1.0000000180025095e-35 2.2744166284062119 0.43987667340226611 -0.93336097094101633 -1.0376295535878588 1.358326020035409 -0.69334733243265634 0.55854358558524719 -0.10271024226871506 -0.93759399418762956 -0.6437757445468989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 6 -5 -3 8 -8 9 10 -4 -10 13 14 -13 -15 17 -17 -7 -2 21 -21 -23 25 27 26 -14 -25 -29 -12
right_child=1 5 3 4 -6 18 7 -9 11 -11 29 12 23 15 -16 16 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00041790630113788395 -0.011008663818204761 0.014849785111960643 0.029329188958170535 -0.0010443654080055282 -0.030539936462963588 0.0045921283520160899 -0.0048354754912358095 0.0042617049081755988 -0.015861993065450841 -0.010978864463451362 -0.02777471161006112 0.0022401781033976778 0.039974341996579357 -0.053751393884692772 0.01609189297678312 0.032844425616096171 -0.016927719551023384 -0.007770889466972639 -0.028749178025825408 0.0035197962274219059 -0.044984616793477518 0.01712912123366411 -0.015943611833623604 0.0059408724446956178 0.034588919600498695 -0.011566737360768192 -0.031879545049185956 -0.06141170859021379 0.021655010098974022 0.016061388526736664
leaf_count=288402 5240 2189 459 19553 276 952 6753 5468 640 2526 285 15804 154 37 1047 588 120 136 184 4547 147 227 1442 2191 351 621 49 33 1274 236
internal_value=0 0.0187764 0.0103185 0.0244393 -0.0286478 0.184568 0.0516457 -0.0137505 0.0820874 -0.0934279 0.224902 0.100618 0.10867 0.078652 0.0626129 0.348548 0.402602 0.515678 -0.0231338 -0.0882597 -0.0203355 -0.00348963 -0.217776 0.217606 0.269301 -0.0583967 0.468463 0.224699 0.400805 -0.1046
internal_count=361931 73529 70204 58601 19829 3325 38772 12221 26551 3506 980 23045 22405 17732 16851 881 844 724 1136 11603 6363 6216 1669 4673 3849 824 203 3498 1307 521
shrinkage=0.05


Tree=5730
num_leaves=31
num_cat=0
split_feature=785 519 728 507 921 783 1443 852 804 791 746 809 289 651 1437 86 1324 917 578 1459 13 773 1311 1041 566 493 581 636 1186 1112
split_gain=13.6383 12.2035 18.304 19.6067 18.9717 42.4213 20.1208 23.3325 22.7117 18.8321 31.2076 22.6578 20.5058 19.5984 19.3672 17.7386 17.6028 17.7895 17.9112 17.3198 17.1948 17.3095 17.9256 17.1399 17.0566 16.8016 17.4176 16.6113 18.2436 16.5185
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 0.65809631222906606 1.0525743831388839 2.2099560249315608 1.593744732512876 1.0747610123934368 2.2521318533151415 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 1.4680215992272687 0.70036819076278212 -1.2149334638529161 1.1070026357714988 -0.06045160922923843 -0.17189113104522832 0.30711866236834834 0.052484712102878438 1.8123759085271225 2.2401583428922476 2.0435551016551368 0.82499989687732411 -0.3944956110652062 1.0617369674132473 0.25490253223520631
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 6 7 8 15 -4 11 12 -11 19 16 23 17 -13 -19 20 21 -14 29 24 -6 -21 -27 28 -12 -23
right_child=1 -3 4 -5 5 -7 -8 -9 -10 10 27 14 13 -15 -16 -17 -18 18 -20 25 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.6795959971390272e-05 -2.8911389091044186e-06 3.5369386963836198e-05 -5.1351905920116779e-05 0.00010110647220323442 -4.7084549283469456e-05 0.00026370445057016291 -0.0001248160811273942 0.00016270283595142866 0.00022927042066419868 -0.00028238122967571996 -8.8288147065284097e-05 0.00043477867985707464 -0.00011589416557699276 0.00029041255797714071 0.00022983957317036021 -0.00028615572784601188 -0.00011000628763029997 -8.1197490231303588e-07 0.00027715842204394098 -9.0309062660093808e-06 -0.00022654874732253318 0.00019630674654976869 0.00055550722122419695 0.00032706488286125991 0.00032985627432471914 0.0008600977212730016 -0.00079154588953309047 0.00016665159093094467 0.000337475283836721 -0.00070339217971987641
leaf_count=29559 48652 21518 148889 10531 15543 3065 6902 4478 1535 5765 3143 592 4710 765 1630 1655 6412 19385 1488 8084 7692 524 566 728 548 257 85 6463 565 202
internal_value=0 -0.0139817 -0.0182678 0.0180118 -0.0278976 0.0227371 -0.00470541 0.0243494 -0.0117355 -0.0369472 -0.0022043 -0.0286369 -0.0920537 -0.0614531 0.0124344 -0.0371493 -0.00408889 0.0290434 0.0176312 -0.0799799 -0.14422 -0.0266503 0.237598 -0.016032 -0.0321301 0.0159009 0.608963 0.107084 -0.0184336 -0.0583387
internal_count=361931 332372 310854 59183 251671 34454 31389 24487 20009 217217 68328 58157 28650 22885 29507 18474 27877 21465 20873 22120 13694 6002 1292 16819 16091 8426 342 10171 3708 726
shrinkage=0.000980392


Tree=5731
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 791 861 1229 648 704 1443 813 650 1317 219 566 645 973 518 416 1145 580 908 288 1385 211 588 575 294
split_gain=11.5923 11.2621 16.8503 19.048 19.367 32.3391 20.387 25.8071 27.189 19.3413 19.022 18.3011 18.1872 18.1507 16.9675 17.3158 16.4404 16.3756 17.5238 16.1465 16.1032 15.6229 15.5709 15.5568 15.5324 16.7693 17.5954 15.483 15.9365 15.4396
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 1.593744732512876 2.1641256470006294 1.6923072129381651 1.4278669885825741 2.2590319982686431 2.1059719136688364 1.0999280683389623 -0.3520936843062038 1.0794040238867422 0.90571909922259353 -0.58590231404289406 1.0000000180025095e-35 0.78829386269677959 -0.50339469727679276 -0.57319514928694903 -0.34654998321194436 0.71188872395471614 1.0000000180025095e-35 0.16985015458546293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 6 11 12 -8 9 10 -9 14 -4 17 -6 21 -5 18 29 20 -15 -16 -12 -22 25 -24 -27 28 -3 -2
right_child=1 27 3 16 5 -7 7 8 -10 -11 22 -13 -14 19 15 -17 -18 -19 -20 -21 23 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.5409381084374742e-05 6.7632579236111352e-05 -6.9558642167677229e-05 -4.7142325241612786e-05 -6.500377151303346e-05 1.9556865382699145e-05 0.00022288222067203984 -8.4070976559353795e-05 -0.00025720082254603748 0.00029648499919661153 0.00022772266024752814 -2.8546782017111343e-05 -0.00013843168356048703 0.00010546358428857399 2.4589490285700813e-05 0.00072588983979574083 0.0014328396784304095 0.00010250903775708671 9.5988945599429857e-05 -5.5966586501603047e-05 0.00039655668068193866 0.00048452613882669579 9.8845307093304392e-05 -0.00024248041365299168 -0.0002753793101090918 0.00013836412903743366 0.00024157769221952691 -0.00012159537282855186 0.00014776822560556269 6.3320811593665181e-05 -7.948342014296157e-05
leaf_count=29559 15424 7439 94773 82198 14267 4123 11003 2150 1865 2316 13658 4097 3837 4478 225 53 3066 7761 24809 857 708 946 1628 182 8405 1455 1606 4398 9681 4964
internal_value=0 -0.0114001 -0.0155209 -0.0247718 -0.0109035 0.0492247 -0.0219472 0.0216006 0.0537185 0.034742 0.0164497 0.00910565 -0.040947 0.0192896 0.0420702 0.295262 -0.0579963 0.00525432 -0.0127514 0.137005 0.0854257 0.234264 0.0303768 0.357412 0.0864684 -0.0318453 0.0706918 0.0367091 0.00641034 0.0353425
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 31218 28902 19588 98610 59183 15491 1224 85264 52958 45197 6225 5368 1171 26752 890 13094 4689 3061 21518 17120 20388
shrinkage=0.000980392


Tree=5732
num_leaves=31
num_cat=0
split_feature=785 727 1030 1449 6 699 851 493 208 347 61 1077 1118 190 241 1465 1458 904 1321 1454 850 870 1449 1185 655 691 215 752 1093 641
split_gain=7.88462 9.23552 9.71584 13.1021 11.5759 10.5619 10.2891 10.1158 12.0303 15.9522 11.2577 10.607 12.529 10.1203 9.98278 9.92663 12.5981 11.9099 11.1125 11.0937 14.8769 13.5064 12.7766 17.9309 13.6972 12.6048 14.1616 17.0023 13.7455 12.284
threshold=-0.86283290253235112 1.0000000180025095e-35 0.99422031274767553 -0.11138303417891436 2.0949976929102725 0.7247705705680938 3.4913968833368396 1.8061828062110108 -0.88101090699374385 -0.29968852659966044 1.0000000180025095e-35 1.4357019976763823 0.68972656640075602 3.8946573681908618 -0.55389783076229848 -0.51923091368911811 -0.46589091170928792 -0.68145567976877131 -1.0245074169904747 -0.44720214228684146 1.9546394169367778 1.0000000180025095e-35 -0.24052749074957577 2.1896936791675983 1.0000000180025095e-35 1.2168357488504873 -0.3999662749978195 1.0994827421346443 -0.55864201032658711 1.0000202811111953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -5 7 13 -9 11 -11 12 -10 15 -8 17 -17 -3 -18 20 25 22 -21 -24 -25 26 -20 28 -28 -29
right_child=-2 2 3 5 -6 -7 14 8 9 10 -12 -13 -14 -15 -16 16 18 -19 19 21 -22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=-0.00061456375772920744 -0.00030183810601110562 0.010794304477778485 -0.022461039132464791 0.013455211636665361 0.052693534676070852 -0.049243318672688663 -0.072261694700292034 0.035498002120968035 -0.059272353319178878 0.010682536436104464 -0.039329011610612807 0.025391763218047349 0.013578105672567189 -0.052937682767945499 -0.0088381503549394957 0.01244066518091457 0.019874274930272998 -0.0022947577413508979 0.016724667991464916 0.008457262837552602 -0.038990596172697761 0.011742244997289628 -0.0085218790581777469 -0.14485454083822311 -0.030546065117272998 -0.028772990045253518 0.018072543238683257 -0.044734294194502353 -0.013681644857286002 0.036785248582802979
leaf_count=12551 332372 1364 554 374 27 42 41 72 173 292 75 28 39 38 159 4173 558 3575 502 661 154 2271 640 24 42 195 344 194 370 27
internal_value=0 0.0332511 0.0693629 -0.149415 -0.37521 0.154972 0.0835418 0.0904902 -0.181925 -0.285528 0.0140102 -0.742087 -0.925727 0.103289 -0.419871 0.106431 0.148517 0.0210877 0.080656 0.048886 -0.0953145 0.125559 -0.0631027 -0.292057 -1.51055 -0.0329163 0.0398651 -0.130912 0.040212 -0.688541
internal_count=361931 29559 17008 997 581 416 16011 15811 679 607 367 240 212 15132 200 15094 10155 4939 5982 5424 1786 3638 1367 706 66 1632 1437 935 714 221
shrinkage=0.05


Tree=5733
num_leaves=31
num_cat=0
split_feature=181 294 487 222 1386 407 494 960 286 1395 215 1294 496 75 277 12 420 1325 585 342 72 836 938 494 283 747 905 1150 1451 453
split_gain=7.88977 10.8918 15.1513 15.783 15.3397 14.7597 18.152 16.0423 14.1706 17.1661 14.3275 16.9382 12.8627 13.5334 16.3368 13.2323 16.88 16.7324 15.9407 15.5739 14.3413 14.9371 13.9613 14.4765 13.5962 13.2063 18.3326 13.3756 14.4335 13.5601
threshold=1.0000000180025095e-35 0.92159612535094959 -0.31020893618715223 1.277023582961732 4.0646773202305795 -0.37808916136012399 0.65776543414636091 1.0000000180025095e-35 1.1498974633070607 2.0263900068024219 1.7677323142220673 1.0000000180025095e-35 -1.1069658184349314 1.4242122361996943 1.7669391385023778 0.41909019174601853 -0.43045460764660787 0.74464239934651022 1.0000000180025095e-35 0.96109758512903454 0.47611670677537765 -0.460207278357671 1.0000000180025095e-35 -0.74452567274497938 2.7302257111437851 2.2668746584208797 1.3595457544832679 1.4765539603247655 -0.31358218297482993 2.3178925073180721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 -3 4 8 6 -5 -7 10 -10 -4 -12 13 15 -15 16 18 -18 -2 24 21 -21 -17 -24 -19 -14 27 29 -29 -27
right_child=1 2 3 5 -6 7 -8 -9 9 -11 11 -13 25 14 -16 22 17 19 -20 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00013567788127707652 -0.0079129415514241561 -0.012274963531076395 -0.0090268530134464935 0.038125706591427666 0.092927568891612286 0.023000868692639769 0.17002727655236979 -0.057986834511684474 0.0066759778599175092 0.13058257897554201 0.0012290818098352459 0.081053825250168632 0.00033787022830452913 0.0026919483638466433 0.053546616709886342 -0.028772319044232681 -0.017080521076242593 -0.010277442873259502 0.010377979946638319 0.010253694537257638 -0.0096950238004267081 0.11016545243123009 -0.013793235954598429 0.038017345294660339 0.058149735052664422 -0.022293303271099789 0.06202133591186481 -0.059328311307006748 0.077187616900891931 0.062375204397614736
leaf_count=286765 2310 4055 5433 126 25 192 20 64 1632 21 144 55 50708 930 153 1144 3254 786 2107 46 63 49 539 142 38 1011 35 25 32 27
internal_value=0 -0.0273835 -0.110088 -0.0291407 -0.0647011 0.483895 1.26155 0.145442 -0.0745596 0.172605 -0.145788 0.514075 -0.0148129 -0.107991 0.197249 -0.142793 -0.0928768 -0.229333 0.038586 0.0934371 0.802475 1.3879 -0.374598 -0.0315402 -0.0908944 0.000366656 -0.263882 -0.329876 0.804965 -0.396503
internal_count=361931 75166 11767 7712 7310 402 146 256 7285 1653 5632 199 63399 11561 1083 10478 8653 4236 4417 982 158 95 1825 681 824 51838 1130 1095 57 1038
shrinkage=0.05


Tree=5734
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 1438 74 1101 1393 984 277 815 962 1466 1319 1462 638 138 292 186 618 483 140 970 1247 3 914 1052 203 293 912 225
split_gain=7.88221 19.2076 14.3673 21.9997 13.6882 17.4616 13.4237 15.11 14.6936 13.3176 16.1868 15.9115 15.4848 14.4494 14.9986 14.5007 14.5189 14.3974 14.2841 16.6884 14.3827 15.0882 14.2423 13.9188 16.0599 13.8447 13.6791 15.725 16.8256 13.6876
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3263328046252252 1.0000000180025095e-35 2.3162287116035336 -0.37478473001060308 1.5363520460963069 0.092270945559297546 0.70680831055095339 1.0000000180025095e-35 -0.68255492717642186 1.0688603277358648 -1.6958482422317511 -0.077578530908105556 0.41750361118425583 0.87696405152783097 1.0607864061266212 1.8254083151058917 -0.73795231540088524 -1.263485044269014 -0.19897161153588325 -0.13462041804506439 1.1375149045477393 1.8352272317779414 -0.38015307870622067 -1.1317172857653552 -0.68871168379003245 -0.76289270986436131 0.81403257847135368 0.25086205513353904
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 9 -8 -9 -4 12 18 -11 14 -14 -16 -17 -13 19 20 21 25 26 -15 -25 -12 -20 29 -29 -28
right_child=-2 -3 6 4 5 -7 7 8 -10 10 11 17 13 23 15 16 -18 -19 22 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.014779107218660454 0.00035609634426218384 0.00026728334099006864 -0.004126990073383718 -0.0077382870558871976 -0.059914967368818475 0.053280021576088479 -0.015178308609701941 0.010377923711358128 -0.041102176174028796 -0.043670333413721146 0.095163418985355935 -0.019911428663856479 0.0043865240250593037 0.0093984744665205414 -0.018354305032843656 0.024258736524748067 -0.066354818015622596 0.036646701920582163 -0.0087307827359991153 -0.013546321614652551 -0.022456192978641026 0.089896624135603564 0.013608057982811523 0.076989365777501026 -0.0049161990911992665 -0.022151949915719293 -0.017438823940326902 0.00305739785228869 0.026536949636361898 0.021853511118169112
leaf_count=1313 197825 89389 48590 1342 34 73 3379 973 166 152 25 1221 3304 2365 927 198 29 69 2212 2768 140 81 1083 65 45 89 854 2490 541 189
internal_value=0 -0.0157893 -0.0515629 0.100232 -0.0923136 0.651785 -0.061595 -0.211925 0.0842897 -0.051505 0.000237994 -0.0638119 0.0815178 0.0933513 0.0129041 -0.224963 0.281006 -0.330088 -0.029449 -0.201606 0.454224 0.907945 0.0244218 0.226049 0.941531 0.182166 -0.0245839 0.0685108 0.162057 -0.209629
internal_count=361931 164106 74717 2762 1449 107 71955 4518 1139 67437 18847 11762 7085 6933 4458 1154 227 1290 10472 3103 335 195 7369 2475 110 114 6286 4074 3031 1043
shrinkage=0.05


Tree=5735
num_leaves=31
num_cat=0
split_feature=785 885 1449 1455 539 1377 1002 1450 1248 718 930 545 1356 941 1148 608 790 1185 892 428 694 1386 1117 499 1384 710 629 980 513 406
split_gain=14.025 12.3007 16.7408 25.4848 18.2235 16.7935 17.3467 16.6779 16.7583 16.3281 30.2354 23.5506 22.6557 26.8886 21.8046 23.2197 29.0449 20.031 21.2879 20.4374 19.2931 18.1019 19.8576 20.2826 24.8259 18.6181 17.7241 17.7794 17.7197 18.6232
threshold=-0.86283290253235112 0.35018306414905159 1.2624102624837521 1.3837091346444212 1.0000000180025095e-35 -1.0606629817441902 -0.32459312438081372 0.25736028940779887 -1.3972270305553784 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 2.8409731090507102 1.0000000180025095e-35 3.073785392405322 0.66665475971017707 1.8618223311409718 -0.70607139715668366 3.2157419873176414 -1.0536737419441657 0.75024505646995632 0.37625148072740094 1.0185301172368335 0.3475617514026495 -0.67847817238530383 -0.66907650027014964 0.85100208288363743 0.17000001499807757 1.0454229551509682 1.3204840876176156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 5 -4 -5 -3 7 8 -7 12 11 20 14 -14 15 21 -17 -13 19 -19 -11 22 23 25 -25 -2 27 -21 29 -12
right_child=1 2 3 4 -6 6 -8 -9 -10 10 28 17 13 -15 -16 16 -18 18 -20 26 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.7491816375588025e-05 6.9896873790127313e-05 -7.5077371607844946e-05 0.00014597093063199382 -0.00058336545867642602 7.6843997595260949e-06 -0.00057894914072767869 -1.5756464081850778e-05 -4.4421958131560698e-05 8.9524214543457034e-05 0.00024791169351347665 -6.8317266044943268e-05 -8.71043532838386e-06 -8.919088921465264e-05 0.00031797505870095969 0.00018969039437722899 -1.5418687059517495e-05 0.00018413772433132643 -0.00024329832011830621 -0.00011511071308768252 0.00024265286481751994 -2.6939239211264364e-05 -0.00010205185057984896 -0.00012318953439634372 3.2696735342486243e-05 -0.00013573622481210311 -2.7896687611191027e-05 -3.2748813319342266e-05 0.00051956181949072168 -0.00019437272843410213 7.0286056519554158e-05
leaf_count=29559 17494 15640 7005 486 566 280 45176 6662 21616 1484 13992 2657 1308 1704 1989 32981 3851 376 924 2595 11777 44831 14756 7398 18716 42273 591 1573 3109 8562
internal_value=0 -0.0139476 0.0069886 0.102115 -0.221369 -0.00237173 0.0108495 0.0552009 0.0854379 -0.0242614 0.0142663 0.0783787 -0.0353659 0.150634 -0.0394774 -0.0427065 0.00691214 0.164009 0.2294 0.277148 0.0087811 -0.0590752 -0.0403702 -0.0250383 -0.084984 0.00124594 0.311578 0.360026 -0.0409635 -0.0164057
internal_count=361931 332372 97431 8057 1052 89374 73734 28558 21896 234941 47640 21977 187301 3012 184289 182300 36832 8716 6059 5135 13261 145468 100637 85881 26114 59767 4759 4168 25663 22554
shrinkage=0.000980392


Tree=5736
num_leaves=31
num_cat=0
split_feature=614 890 795 633 590 727 588 854 797 710 905 269 1465 920 313 1002 921 651 965 762 210 768 434 80 1024 81 563 706 986 567
split_gain=13.2931 16.0363 18.8692 21.0961 22.9947 21.8224 29.83 20.6322 54.1639 22.943 21.033 20.7588 22.0782 20.1196 19.3548 18.8503 24.8504 22.476 24.666 18.5677 18.545 18.354 18.4938 17.8842 17.6763 17.5967 17.1971 17.0496 22.1452 17.756
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 1.7407312976543683 0.58895901036483078 1.0000000180025095e-35 2.250834115212506 -0.87473648844905705 0.63961785378869596 1.4588992811557273 -0.37419615790237176 0.24204918951595961 -0.52496915078423745 -0.83967173534858641 1.0000000180025095e-35 0.69854289147193727 1.0000000180025095e-35 1.1107569744011787 1.4967165609810034 -0.14069470999436542 -0.37641982178211458 1.8936793896627242 3.7374297967062331 -2.1236727662877013 1.3727948663943095 0.69884460077894406 1.4135235173689418 1.0283154492864859 -0.12565939394204428 0.55154411341296539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 21 3 5 -5 27 13 8 -4 15 11 -11 14 19 -13 16 -9 18 -17 25 23 -2 -23 -18 -25 -7 -14 -3 29 -29
right_child=1 2 7 4 -6 6 -8 9 -10 10 -12 12 26 -15 -16 17 20 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-3.5606198083478356e-05 -4.183148899850886e-05 -3.7352536134829705e-05 -5.6512462802006757e-05 -0.0001253781858505616 0.00012262582127219352 -0.00010675276686083525 0.00025473694163009441 -5.2021626841834782e-05 0.00024595967039690869 -2.3624282250675807e-05 -1.0458789391498278e-05 0.00017181845923443337 7.8474285840583985e-05 3.6219213954366336e-05 0.00080369635658941968 -0.00010738155618452788 0.0011630131157614003 -0.00032580338602179287 0.00018808103597069782 0.00030983611580391287 6.4226234002499728e-05 -0.00030321049208936052 0.0017600917613926179 -3.4554043211460128e-05 -0.00039308684764491895 0.00039014980915649437 0.00073956175428406415 0.00019220836450014342 -7.3062572247121311e-05 -2.2599570059514392e-05
leaf_count=107272 23784 27038 6883 8599 2282 1362 3410 55382 4397 1506 5752 348 1453 46279 519 12400 55 2000 1439 2466 20335 2492 23 8811 1010 439 176 6323 4823 2873
internal_value=0 -0.00232318 0.00306656 0.0253988 -0.0706888 0.0362218 0.0654381 -0.0162531 0.0730377 -0.0261073 0.0747903 0.195654 0.307652 0.0510191 0.575872 -0.0368748 -0.0229624 -0.107881 -0.0758477 0.195294 0.0287818 -0.0649657 -0.283718 -0.0572643 -0.065457 0.0206702 0.160322 -0.00474618 0.0626069 0.126853
internal_count=361931 254659 228360 105894 10881 95013 53956 122466 11280 111186 9754 4002 2496 50546 867 101432 85593 15839 13839 4267 30211 26299 2515 9876 9821 1801 1629 41057 14019 9196
shrinkage=0.000980392


Tree=5737
num_leaves=31
num_cat=0
split_feature=888 789 744 548 981 262 8 357 153 85 1392 78 634 708 766 1386 11 285 905 320 828 151 981 765 221 8 8 546 381 282
split_gain=8.00499 10.7812 16.5152 20.0294 17.5397 20.3486 14.9896 21.616 15.3966 14.987 14.6577 14.5966 14.5284 14.5288 16.9221 14.7521 21.1896 17.4408 16.4625 16.6757 16.7252 19.2452 19.428 19.4884 18.2621 16.2122 17.0462 16.1602 15.6183 16.2141
threshold=1.0000000180025095e-35 1.1248358748350926 1.0000000180025095e-35 0.1785308773399289 1.469577105443127 1.0202953785550861 -0.82535981179745133 2.6817493561836616 -1.3863284274636909 1.1311240556058522 -1.188133436868146 2.2346281516092317 1.79016402457929 1.9302395799306149 0.19328471349737167 -0.3270500564660016 -0.64441437282294067 -0.8566009813095673 -0.47848138571504178 1.0000000180025095e-35 -0.20874374377493496 0.64406413587298028 -0.28492354976571432 1.2463807566645893 -0.80745860197859831 0.86309879973307313 1.9178428681184649 0.57092463709549346 2.1979211646067411 -0.7428270738213083
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 12 -6 8 -8 -7 11 -5 13 15 -15 16 -4 -17 -19 20 27 22 23 24 -22 -21 -27 -20 29 -18
right_child=-2 2 4 10 6 9 7 -9 -10 -11 -12 -13 -14 14 -16 17 28 18 19 25 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0003153563857688087 -0.0018490792472559009 -0.0069634789757607079 0.0093583845241681247 -0.033720781788097696 -0.015714560950431288 -0.01579062075482519 0.075188704006333096 -0.062215108466992922 0.013845210367858332 0.016028367615777049 0.0041229338071811367 0.086442085261376533 -0.022935166659034858 -0.0054276993494293997 -0.047575857269602943 0.017189451428233988 0.0098528200613430331 0.013367003976296725 6.5743143932129545e-05 -0.0037628241580507449 -0.067879603032633601 0.035930615518106578 -0.0051172798982618492 -0.061467023399292234 0.045725277696051753 -0.044758799969756236 0.018657232905750477 -0.043490297234532675 -0.031048961703524565 -0.0079635855625395293
leaf_count=280989 46198 12159 1572 358 263 1752 48 44 1451 214 4565 20 360 639 193 1324 796 1486 721 1583 32 315 640 35 231 273 62 174 288 3146
internal_value=0 0.00130976 -0.0371566 -0.0915351 0.00994094 -0.0162347 0.203852 0.274242 0.313583 -0.240855 0.0486627 -0.521866 0.01352 0.0249637 -0.281679 0.0430143 -0.0409729 0.11387 0.0574538 -0.0151946 0.118636 0.274313 0.111017 0.580455 0.758116 -0.170551 -0.628903 -0.130707 -0.122852 -0.0852913
internal_count=361931 315733 34744 17102 17642 15836 1806 1543 1499 1966 4943 378 13870 13510 832 12678 5802 6876 5552 4066 2148 1253 938 298 263 1918 335 895 4230 3942
shrinkage=0.05


Tree=5738
num_leaves=31
num_cat=0
split_feature=50 56 1470 420 582 896 1188 89 1048 357 1052 763 141 1110 26 16 1242 839 1463 120 348 1107 142 197 21 1450 354 1016 94 1109
split_gain=7.84929 13.6693 11.8922 11.9316 12.6893 13.3472 19.0802 12.6246 13.3129 12.8308 12.1867 14.1679 13.3136 13.0233 14.1789 13.3062 11.9067 12.212 11.9051 13.0625 17.8009 18.503 16.3844 14.3819 14.886 13.7091 13.6088 13.4284 13.4309 15.2628
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.319112866592808 -1.6691535061187051 1.0844420916666788 0.13351389361957308 0.77421534435549644 -0.12737122010548954 0.44418202775023646 1.010735377635166 0.7035755707850081 -0.18611726700655462 0.23230121240768326 0.7745290220268426 -0.39337817035528566 0.27730030638595121 0.59044395542794448 -0.39336556087219265 0.94170239728407068 1.8571433830013147 -1.3334465789093841 -0.91657451558615899 0.57883420573172339 1.7525974049969186 2.1349806934485605 1.9280150050707487 -1.601776544388503 0.65834228227133607 0.91740682425479936 2.579897000829726
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 18 6 10 9 -9 -8 13 12 16 -6 15 -15 17 -12 19 23 21 22 -21 24 27 -22 -25 -5 29 -29
right_child=-2 -3 3 4 5 -7 7 8 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 20 25 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.003217916563880817 0.00034689564400715582 5.8943975755859461e-05 -0.027937427671208465 -0.0038866823854481615 0.010454210929056521 -0.0048477279468906957 0.024189435710793714 -0.014849822227689023 0.040964004283544575 0.0687292847003413 0.028419894616859821 -0.044367377606249335 -0.048646905522082416 -0.011558767745064378 -0.036777852678698895 0.065775142617071958 0.070483411196882936 -0.040211581499755469 0.0018533811602983608 -0.0058636675445032788 -0.025103233603972815 -0.0091298225887448299 0.11152189489887282 0.065505985156068397 -0.018292992644857359 0.029094906444232339 -0.015168982500305128 -0.0016933384763877998 0.015103784821014335 0.04507707434713009
leaf_count=4567 197382 90457 902 41175 1682 2382 360 211 80 83 93 243 83 105 250 39 38 84 7148 106 2700 504 132 64 1283 111 4190 4271 1091 115
internal_value=0 -0.0159768 -0.0477895 -0.0598743 -0.0568549 0.0534802 0.149869 0.467572 0.0586301 0.68591 0.0428193 -0.328932 0.0192476 0.120941 -0.305154 0.249109 0.318208 0.0019228 -0.0714619 -0.0872385 -0.316986 0.318248 1.31108 -0.0778726 -0.0655541 -0.434838 -0.278039 -0.0565326 0.0622046 -0.00707837
internal_count=361931 164549 74092 69525 68623 5733 3351 734 291 443 2617 541 298 2076 394 144 215 177 62890 55742 3553 742 238 52189 47935 2811 4254 46652 5477 4386
shrinkage=0.05


Tree=5739
num_leaves=31
num_cat=0
split_feature=859 695 899 754 1378 74 1357 148 172 770 75 496 1191 223 1314 91 702 517 909 75 706 163 1104 1120 772 1000 635 428 1104 1179
split_gain=7.85104 13.8284 15.9141 15.7547 14.6664 14.4705 17.7601 23.0304 15.5653 14.2127 17.1301 17.7348 14.2388 14.0758 13.8982 13.7614 15.7288 14.7754 18.4945 17.6029 16.7925 19.373 15.348 16.6803 14.6679 18.2815 16.8016 15.3536 14.6398 13.7556
threshold=-0.54135187694831066 -0.34925803165074831 2.0693354998822668 0.58202745711681114 0.29079056963915867 1.0194074487030056 1.0000000180025095e-35 -1.0166749494715968 1.0000000180025095e-35 0.28354686430565867 -0.6509228964203938 0.096520999664952201 -0.7790159429448843 -0.11670525794326932 1.4126661020978319 -0.7090319212000521 2.5199291512115889 1.0000000180025095e-35 1.0177766212561699 1.4756945963601162 1.6026331504760882 1.0000000180025095e-35 1.2017308022912432 1.4896777303838402 0.52617488774507659 -0.55482136051544784 -0.01708446332941085 -0.92361605113987999 -0.29246696414044665 0.79219647516067915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 15 -6 9 -8 14 10 11 -7 -11 -13 -9 17 -17 22 19 20 -19 -22 24 -24 26 -26 27 -3 -27 -28
right_child=-2 2 3 -5 5 6 7 8 -10 12 -12 13 -14 -15 -16 16 -18 18 -20 -21 21 -23 23 -25 25 28 29 -29 -30 -31
leaf_value=-0.001099389601048893 -0.00051297484642595214 0.025492131090936166 0.011593043515118756 -0.021528092683489257 0.0054790082076139309 0.029431363288683288 -0.061665956520107736 0.015641147217347391 0.043627714622950814 0.056918804470873843 -0.026780168687885811 0.024312155543348341 -0.0019796236849568658 -0.062826890220186338 -0.065808882975279731 0.0013185806740729133 -0.021641058576500741 -0.0026416071100185774 -0.024848252002006396 -0.020201933380981283 0.083793386145826446 -0.033134243711806552 0.013573557358657798 0.084938161088167763 0.040754817841906613 -0.017256276027698268 -0.0099832822917112485 -0.0037682144266193798 0.014716847718286017 -0.041478996745725194
leaf_count=42446 244749 379 2870 278 13121 149 48 119 202 50 723 35 597 64 37 46193 425 3268 809 932 66 40 432 48 231 379 1062 1366 512 301
internal_value=0 0.0134725 0.0319341 0.190122 0.0246919 0.0835439 -0.0895493 0.324261 0.502044 -0.191779 -0.361693 0.130974 0.0566845 -0.611933 -0.0607311 0.0059305 0.0222697 -0.0776898 -0.165503 -0.102492 -0.0240377 0.963669 0.02451 0.427783 -0.0255104 0.20889 -0.117956 0.0438385 0.0513744 -0.331873
internal_count=361931 117182 74736 3148 71588 15145 2024 406 358 1618 971 248 647 99 156 56443 46618 9825 5115 4306 3374 106 4710 480 4230 1122 3108 1745 891 1363
shrinkage=0.05


Tree=5740
num_leaves=31
num_cat=0
split_feature=785 885 718 930 689 485 418 1356 941 608 790 1148 513 406 1386 1117 499 1384 710 891 1062 752 1292 962 558 659 355 1465 1449 1455
split_gain=17.13 12.3343 17.4379 31.2966 23.4274 27.9689 21.8506 21.7738 26.3826 21.3541 27.737 23.0993 18.396 18.73 18.381 19.3376 20.0919 24.8493 18.6367 17.8502 17.264 17.1256 17.4396 16.8338 20.8873 19.9466 18.3272 17.2656 16.7737 25.877
threshold=-0.86283290253235112 0.35018306414905159 1.0159173274103563 1.0000000180025095e-35 1.1511195098725142 0.21839565384422893 -0.14487725385518851 2.8409731090507102 1.0000000180025095e-35 0.66665475971017707 1.8618223311409718 3.073785392405322 1.0454229551509682 1.3204840876176156 0.37625148072740094 1.0185301172368335 0.3475617514026495 -0.67847817238530383 -0.66907650027014964 0.24173653071813769 0.40371806048386877 0.16746147319753801 0.56160999478305407 0.78457125397875782 -0.72348834783181692 0.62821384419828064 1.6323240847269647 2.873316917895123 1.2624102624837521 1.2270625707982405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 19 -7 9 -9 11 -11 14 13 -5 15 16 18 -18 -2 -4 -12 22 -6 25 -25 27 -26 -16 -3 -30
right_child=1 28 3 12 21 6 -8 8 -10 10 20 -13 -14 -15 23 -17 17 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=4.1668833899321071e-05 6.8260939684072769e-05 -3.5232371301168349e-06 0.00010853377026482602 -6.8901499040758827e-05 -0.0003532012274840066 0.00032758263319446364 8.2983141046816603e-05 -9.1990430401170845e-05 0.00031164754588168677 -1.5307745208075848e-05 0.00025169536285605398 0.00020189061059402226 -0.00019809299024997504 7.0109005113477596e-05 -6.4681486821202693e-05 -0.00012347280378480969 3.148230408549365e-05 -0.00013704555990853298 -2.9586243576216472e-05 -7.9081375314826429e-05 -0.00010867489202739451 0.00021238314140446289 9.5781548256179723e-05 -5.3859488110689143e-06 -0.00030637858789206185 -0.00026760188482266573 0.0001594704316067454 0.00035149497220850944 0.00015096548825642387 -0.00018580554390029927
leaf_count=29559 17494 89374 6393 13992 1951 3526 3460 1308 1704 33264 3070 1687 3109 8562 27419 14756 7398 18716 42273 5447 800 573 627 3960 8823 3367 742 520 6748 1309
internal_value=0 -0.0151966 -0.025524 0.014301 0.0795705 0.109185 0.217379 -0.0369994 0.145518 -0.0410267 0.00637538 -0.0565704 -0.0418775 -0.0168403 -0.0606023 -0.041749 -0.0266222 -0.0862911 -0.00046137 0.034033 0.182627 -0.120795 -0.220623 -0.105959 -0.199784 -0.0775317 -0.273038 -0.0564595 0.00577639 0.101052
internal_count=361931 332372 234941 47640 21977 18826 6986 187301 3012 184289 37134 147155 25663 22554 145468 100637 85881 26114 59767 11840 3870 3151 2578 44831 13525 31306 9565 27939 97431 8057
shrinkage=0.000980392


Tree=5741
num_leaves=31
num_cat=0
split_feature=728 813 620 15 1469 1167 1045 521 1312 639 1050 710 570 1280 564 1315 540 704 692 423 831 8 1179 1455 1104 558 383 4 11 431
split_gain=12.9116 13.6235 21.6694 19.0347 15.721 14.3399 17.1983 17.1959 19.1755 17.2271 16.3306 15.961 14.8504 14.3656 14.4094 18.737 15.4823 14.3645 14.2664 16.1844 14.1843 14.4526 16.4783 15.0007 14.3722 18.8016 15.2885 14.8215 14.3132 19.5845
threshold=1.0000000180025095e-35 0.44561103650162237 0.13102810056866962 1.7252490091840407 -1.3381350792132791 -0.66057125917176163 -1.1721237780526266 0.61544172599432045 -0.057760081392127287 -0.16960415930292749 0.39379157040860796 -0.12539038029046146 -0.65257444883590354 0.61486437178943043 -0.28723488181640022 0.95668668552007252 0.35001124564692748 -1.1736873657222526 0.80388763068377012 -0.056951737107495834 -1.1383958047247993 -0.94689410774309313 -0.49210479947893987 -0.1866315278610888 1.5183451988957275 -1.1681876050953572 2.2118716902368778 0.38639813294292169 1.1230722180181705 1.1154048403984522
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 -5 10 -7 13 -9 -10 11 -3 -13 14 15 -8 -16 -12 20 -20 -6 22 -22 28 25 -25 27 -27 29 -23
right_child=1 2 -4 4 18 6 7 8 9 -11 17 12 -14 -15 16 -17 -18 -19 19 -21 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=6.6122862655650424e-07 -6.041147202506407e-05 0.00014231795731324282 -8.1901546778420135e-05 0.0016327655549833553 -0.00055396373678246922 -0.00034547043995532376 0.00024529296783979478 0.00064165143553219562 -0.00046479199611030442 0.0004659480698047909 -0.00078826696941633077 0.00028612304717677317 -0.00028660824301052603 -0.00018586734528803334 1.055636759415135e-05 0.0010073878967406019 0.0003958722022645749 -7.7113760833369673e-05 0.00070347136944681971 -9.2418524629227968e-05 -0.00025300212127898718 0.00036610094957997754 0.0012272285736780787 0.00043494843979958873 0.00083593441769862686 -0.00060077473119284682 0.00049912124600633449 0.00040317981126533105 -0.00041916292614951211 -0.0005717866123071875
leaf_count=252841 77391 5047 9099 22 396 394 1203 639 204 216 216 342 1192 757 2977 239 582 4439 386 245 98 1214 144 180 76 811 87 92 227 175
internal_value=0 -0.0322421 0.0121781 -0.0513767 0.114503 0.0590912 0.13925 0.165727 0.426277 0.0275319 0.00385083 0.0828555 -0.148661 0.113085 0.158592 0.369136 0.0831078 -0.103963 0.0989453 0.431339 0.0324086 0.0765808 0.727859 0.03224 -0.172937 -0.242172 -0.386759 -0.495739 0.188271 0.275596
internal_count=361931 109090 27546 81544 4153 18447 7211 6817 1059 420 11236 6581 1534 5758 5001 1442 3559 4655 4131 631 3500 3104 242 2862 1246 1170 990 903 1616 1389
shrinkage=0.000980392


Tree=5742
num_leaves=31
num_cat=0
split_feature=785 728 647 590 852 1238 923 850 140 1077 735 140 150 710 968 710 1255 796 1224 772 1466 983 215 381 637 898 906 707 362 486
split_gain=14.4894 11.875 16.2425 36.0055 15.4014 22.0929 21.0724 27.0217 21.6641 20.488 17.1053 16.6898 19.2966 16.4897 15.8175 16.305 15.5725 15.2713 16.2125 15.549 15.5438 16.5428 16.194 15.4503 15.1017 16.4236 15.1717 14.8819 15.8153 15.7825
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.0000000180025095e-35 0.17334222901426247 -0.86449023226567734 0.6190413382504959 1.8790564127931246 4.2406324835638474 1.356718709411544 0.056961987048755554 0.80001238754797444 1.1870562211658833 2.0084989127880917 1.6693584243736712 0.3710772719079331 0.38087715954262297 1.9980862990756834 -0.28708682036526079 -0.10924916476579039 0.53852986279882442 -0.52063339328441349 -0.32502189658861175 1.4943574423382835 -0.25462090988376379 0.20329953201512105 0.70951313476084088 -0.57309931683719217 1.034585859977903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 17 -2 6 7 13 9 14 -10 12 16 24 27 -16 -9 18 -3 23 -21 22 -22 -19 25 -6 -27 28 -8 -29
right_child=1 2 -4 -5 5 -7 8 11 10 -11 -12 -13 -14 -15 15 -17 -18 19 -20 20 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=3.9608707862793349e-05 -1.7686063247779233e-05 -0.00016372688526588745 -4.6630139287208536e-05 0.00036273427157601919 -0.00035230387715393363 -4.224728003458261e-05 -9.5480255701382418e-06 -0.00023556237100505378 -0.00026134460473254323 -0.0010865144197007945 0.00014326606890690464 0.00059111560775385432 0.00061101586834141864 0.00037519850829845951 0.00027635187675635928 -0.00021035627072495502 0.00043594719827923017 0.00093894399614344272 0.00080333284578735955 -0.00031074171797282574 -0.00056939995316206647 -0.00058687196610138573 0.00082780395294975622 0.00010719947287331691 0.00060071430835501613 0.00035464787894816017 -0.00052736277437583003 -0.00010904107859049514 8.5259848519702057e-05 0.00016742261024091796
leaf_count=29559 158224 3226 93730 1384 844 22962 12308 453 2037 85 610 776 305 405 2145 380 214 235 157 540 74 100 213 276 121 380 128 5660 23295 1105
internal_value=0 -0.0127256 -0.0379019 0.0814184 -0.00442679 0.0220407 0.0454041 0.201492 0.0327697 0.0439613 -0.163051 0.38254 0.196042 0.0149641 0.0458629 0.21144 -0.00933903 -0.0368053 -0.133804 0.173485 -0.0206688 0.328507 0.587229 0.512366 -0.0988122 -0.169326 0.146281 0.0356299 0.0531738 -0.0608512
internal_count=361931 332372 99935 6205 232437 74213 51251 3626 47625 44978 2647 1748 972 1878 44893 2525 667 4821 3383 1438 927 387 287 511 1473 1352 508 42368 35603 6765
shrinkage=0.000980392


Tree=5743
num_leaves=31
num_cat=0
split_feature=785 519 728 507 921 783 762 791 746 809 289 651 1437 1324 917 578 1459 13 773 1311 689 712 565 996 496 1469 493 581 842 1112
split_gain=13.1239 11.7682 18.5363 19.1448 18.7511 43.6421 19.5591 19.1313 30.3239 22.9038 20.6191 19.2094 19.0997 17.7656 17.7667 17.7225 17.3241 17.2597 17.3599 17.9517 17.1956 16.8995 20.1686 27.0473 17.8107 17.2041 16.6945 17.3702 16.5288 16.5184
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0941628986121894 1.0525743831388839 2.2099560249315608 1.8387373041910313 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 0.70036819076278212 -1.2149334638529161 1.1070026357714988 -0.06045160922923843 -0.17189113104522832 0.30711866236834834 0.052484712102878438 0.72022076402865742 1.0000000180025095e-35 0.4810433618479425 1.0565563832172893 -0.51420365429618264 -0.90538501098462476 2.0435551016551368 0.82499989687732411 -1.4911445226422015 0.25490253223520631
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 21 -4 9 10 -9 16 13 14 -11 -16 17 18 -12 29 -5 28 24 -24 -23 -26 -18 -28 -6 -20
right_child=1 -3 4 20 5 -7 -8 8 -10 12 11 -13 -14 -15 15 -17 26 -19 19 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=3.7343301624645607e-05 1.982443479512987e-06 3.5983827234914328e-05 -4.992889079184039e-05 0.00016032151663362751 -0.00088630246492531152 0.0002684326319214533 0.00017149180000234349 -0.00028123629621895976 0.00010530313566907392 0.00043733917360307844 -0.00011377719687237698 0.00028872072824862331 0.00023074387701689121 -0.00010801309480226884 1.9521901920792074e-06 0.00027853747270927269 -6.8544692018784644e-06 -0.00022476306942272996 0.00019881571826444355 0.00055886388078749052 -0.00010165226097113416 -0.00016552013114183085 0.0001758363333258737 -0.00031094095468778857 0.00020197293527449259 -3.4014554616667225e-05 0.00085991881669663826 -0.00079138641146852227 -9.5926040896593433e-05 -0.00070199379003096885
leaf_count=29559 51103 21518 148889 6561 304 3065 2650 5765 10171 592 4710 765 1630 6412 19385 1488 8084 7692 524 566 1519 4213 4816 578 1778 6875 257 85 10175 202
internal_value=0 -0.0124618 -0.016673 0.0198448 -0.0263683 0.0239886 -0.00385966 -0.0353689 -0.000334635 -0.02641 -0.0902182 -0.0595128 0.0148943 -0.00152782 0.0317773 0.0203656 -0.077884 -0.142185 -0.0242854 0.240586 0.117641 -0.0232433 0.0143317 0.125054 -0.0366595 0.018435 0.0180654 0.609403 -0.111569 -0.0559143
internal_count=361931 332372 310854 59183 251671 34454 31389 217217 68328 58157 28650 22885 29507 27877 21465 20873 22120 13694 6002 1292 8080 28739 18260 5394 12866 8653 8426 342 10479 726
shrinkage=0.000980392


Tree=5744
num_leaves=31
num_cat=0
split_feature=21 732 1389 898 426 969 1312 561 959 925 1181 1470 766 1427 1258 848 1444 21 360 810 1468 1469 279 1453 1453 1104 1313 276 458 1453
split_gain=7.92393 8.41482 9.817 13.9697 11.2182 8.45836 8.24841 14.235 12.9655 15.3994 15.3604 20.3521 17.2066 18.2566 17.847 17.485 14.9023 16.1628 19.3838 18.3425 20.4242 20.0053 17.4601 16.0081 19.1345 15.8999 15.6924 15.5023 15.4198 15.4058
threshold=-3.2545899522946695 0.49388550246824287 1.0000000180025095e-35 -0.074441869287730181 0.12359102583489739 -0.11315249082316149 0.38900645812419865 0.23497785287295059 -1.2907225086880219 0.8698284522999451 0.86780018300228479 0.45488835002924377 -1.4529219961421445 0.48575677691355118 -0.070112447188656113 0.67884679649496626 2.8016267991001516 -0.32341995197817647 -1.0422070088216659 -0.65819684525605759 1.3991069528470244 0.36139246146652754 0.81942269608309537 3.5235182473523379 4.9333407588813172 0.51295562371306647 -0.76826098401776899 2.2183514794686254 1.9901706508881272 1.5066730237445995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 7 8 9 10 12 -12 14 -14 -2 -15 17 18 -10 20 23 22 -22 27 -25 -20 -21 29 -23 -19
right_child=6 2 4 -5 -6 -7 -8 -9 16 -11 11 -13 13 15 -16 -17 -18 19 25 26 21 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0048293378307957832 0.0018809045864309059 -0.07656250510204643 0.0030280922662459628 0.04246465581414368 -0.070611322605055787 0.036851158151344571 -0.0012372825033997556 -0.0011605597278338232 -0.0027621363091767269 -0.01176207804290506 0.0079554128136580127 -0.0066725789010027951 -0.0049453188130043606 0.0092265305585994273 0.040461666717079764 -0.012297758654814715 -0.0052785278031365615 -0.0012375459194357459 0.0055125992555590878 -0.0031035976113153933 -0.011768009639751971 -0.03992315411881512 0.010706158567149814 -0.027537797078270816 0.0038778253541487543 6.2569674382556448e-05 0.0025404332159786863 0.012453635357738023 0.045803228566555824 0.0077729065568993352
leaf_count=213 568 20 69 98 49 267 88597 88265 7377 2619 4921 2027 18986 3078 262 1039 6194 33875 28272 8077 1929 389 501 593 391 9052 50696 1176 24 2307
internal_value=0 0.25357 -0.136627 0.428999 -0.594593 0.432414 -0.0030254 0.00309831 0.0142829 -0.0325454 -0.0174578 0.0798942 -0.0511243 -0.0651462 0.301264 0.0963236 0.0224395 0.0264663 0.0634109 0.0108573 -0.0248904 -0.207784 -0.13258 -0.0114426 -0.290801 0.0830352 0.0368992 -0.00403465 -0.675489 -0.0121625
internal_count=361931 716 236 118 118 480 361215 272618 184353 33500 30881 6948 23933 23103 830 4117 150853 144659 44701 99958 41185 2843 2430 38342 984 37324 58773 37358 413 36182
shrinkage=0.05


Tree=5745
num_leaves=31
num_cat=0
split_feature=785 727 930 192 513 583 785 980 927 581 572 906 486 879 770 424 1316 150 1097 912 513 695 654 15 1322 572 689 1025 421 665
split_gain=7.89342 9.34626 27.2505 22.3213 21.8718 37.3178 31.6711 31.4229 23.761 29.129 21.5949 19.6858 19.355 19.3006 23.3526 19.1725 18.3716 18.1365 18.0164 18.6901 17.2133 17.2829 16.9689 16.6028 16.4992 23.9357 16.4528 20.2762 19.1872 18.1838
threshold=-0.86283290253235112 -1.1275738623161491 1.0000000180025095e-35 2.0337458187704693 1.0454229551509682 -0.55326332990463356 0.58460966528228819 1.387606887902094 1.0483613175537825 1.0000000180025095e-35 0.75242625616350844 1.8332716930034685 1.8692550303841236 -0.65854580630962423 1.7575200357932619 -0.99231567709458668 -0.30967751937436111 -0.03396534862334058 1.0000000180025095e-35 0.2939697407250848 1.0454229551509682 1.1396392438336416 1.0000000180025095e-35 1.4488028212784896 1.3330967996814125 -0.48371492928495324 -1.1110989058077336 1.0000000180025095e-35 2.6287012352426902 4.2005191890951297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 20 11 -6 7 8 9 -7 13 26 18 14 15 -11 -8 -15 19 24 21 -4 -9 -19 -2 -26 -3 -28 29 -29
right_child=1 4 3 -5 5 6 16 22 -10 10 -12 -13 -14 17 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0016687405606402854 0.0029968543168735927 0.0016852348268556216 -0.00026949474150322222 -0.021120674278045967 -0.0036920304037734181 0.010647736284318534 0.0044873356656502748 0.0015780312497455651 -0.0062796581895493827 0.021286331868179978 -0.010262494991809111 -0.0057559034569620825 0.015981565633615198 0.0018076756983443328 0.049180956311478896 -0.014065071204627133 0.016879002901081987 0.020458968135499848 0.0062283213835988343 -0.012715079246103149 -0.0077399286496638124 0.015138742724314544 -0.018553450554642938 -0.021129177368984422 0.007043458057204955 -0.029141036846187109 8.753524374426664e-05 -0.0023809826067060723 -0.018048534450150009 0.025913850690594431
leaf_count=29559 10711 32600 26579 685 10085 6371 2752 828 2407 209 1953 16050 1415 2481 84 1343 3208 1420 11032 1738 3757 938 1287 125 456 649 84489 104787 1655 278
internal_value=0 -0.00595467 0.0208319 -0.0247625 -0.0121289 0.0388992 0.0855137 0.0408042 0.0734702 0.108817 0.0112774 -0.0214619 0.0772918 0.0786294 -0.120907 -0.183241 0.226518 0.164271 0.0604043 -0.0031059 -0.0151776 0.0063813 -0.211388 0.343403 0.0303807 -0.254347 -0.016048 -0.025058 -0.0493966 -0.0456158
internal_count=361931 332372 57960 31959 274412 34553 24468 18508 16393 13986 7615 239859 26001 5662 1636 1552 5960 4026 24586 13554 31274 27517 2115 1545 11816 1105 223809 191209 106720 105065
shrinkage=0.05


Tree=5746
num_leaves=31
num_cat=0
split_feature=184 602 558 947 791 806 635 471 406 1110 984 540 1449 1457 885 900 65 1292 564 292 783 359 194 1465 650 651 1187 558 1257 702
split_gain=7.75548 12.1642 25.6603 21.4932 24.3147 22.3024 20.5822 18.8758 24.4059 19.8251 18.5809 19.3514 18.6483 24.2061 21.0248 18.3567 23.4048 20.6143 18.1004 18.2338 18.0545 17.7441 17.8812 17.7223 16.058 15.5003 15.9965 16.1464 17.9319 15.4715
threshold=1.0000000180025095e-35 0.66849908449309148 -0.38996390488416172 0.66063686667618471 1.0000000180025095e-35 0.53322213276968733 -0.79437048575801783 -0.93081268283970298 1.0000000180025095e-35 0.14487696649461781 0.93177101755727243 2.2707766433665819 0.35230925177867972 1.5416109563948532 4.8263866747680533 0.32941128667551273 0.48381857508364595 4.2723572642285665 0.87642119642770622 0.19873046596214353 2.2099560249315608 0.40809526325602713 0.58307762070518543 2.1301194935230918 2.1314615550283826 1.1107569744011787 1.3784818385314339 -1.2515687158322708 0.48050244146594701 1.4437905117323806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 23 5 6 29 -5 8 9 -1 11 15 13 14 18 -9 17 20 -13 -20 -17 22 -8 25 -10 -3 27 -27 -29 -4
right_child=-2 2 3 4 -6 -7 21 10 24 -11 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0033500208977491801 -0.00090566080010888819 0.0027861823794581618 -0.00047155042756216368 0.0035535764941841473 0.00097363619405857168 0.011070667199088578 -0.0035094337088728 0.00094426669697805852 -0.00022064689154702592 -0.015474039870572269 -0.0025131918109456311 -0.00027177895943314803 -0.014107575757282557 0.037239504302281234 0.023251986496442091 0.0042534317474105356 -0.0017705797611020726 0.063904278852215057 -0.00062826848597866873 -0.028691703448572949 0.014168812938466247 -0.014895772616316758 -0.017799875188804447 0.017286737307879881 0.019067831878181542 0.017189258604590463 -0.024582771226886031 -0.011049666124946195 0.0065030101885825801 -0.018715333356584866
leaf_count=6648 136344 14148 7345 1685 4734 1910 5904 85764 11899 3883 18912 3549 1747 163 322 31655 9069 65 523 733 2339 4874 1328 792 706 508 477 2258 1037 610
internal_value=0 0.00560484 -0.0251398 -0.0676393 -0.11223 0.0153767 -0.161105 0.0151526 -0.0537325 -0.151194 0.0238186 0.0327487 -0.0817318 -0.0150036 -0.045458 0.0394926 0.0771253 0.101957 -0.0864054 -0.326489 0.0994022 -0.193282 -0.123196 0.0363477 0.0171382 0.0220745 -0.0980019 -0.0496098 -0.104496 -0.037974
internal_count=361931 225587 47610 28390 18525 9865 13791 177977 23136 10531 154841 135929 7037 5290 5127 128892 43128 34059 4805 1256 33994 12106 7232 19220 12605 18428 4280 3803 3295 7955
shrinkage=0.05


Tree=5747
num_leaves=31
num_cat=0
split_feature=785 263 728 507 926 1010 921 869 909 1323 57 878 359 634 1246 296 984 561 843 540 1002 773 149 982 638 1143 912 352 197 491
split_gain=14.3669 12.7708 20.1296 31.2908 25.3841 19.4877 19.1665 18.5606 28.629 19.0963 18.5531 19.3039 18.3938 18.3753 18.4899 17.8999 17.2198 16.647 16.6024 16.8775 16.2692 17.5652 17.5991 15.9377 15.9187 17.2928 15.7925 16.8359 15.6833 16.4029
threshold=-0.86283290253235112 0.66115833724634121 -0.90320472132347296 1.0941628986121894 1.0000000180025095e-35 3.0713252103476614 0.62154522891879982 1.0000000180025095e-35 0.9119020701661501 -0.20759369672708256 1.0000000180025095e-35 1.6473864309851525 0.44436623995162067 0.58698516535377754 -0.77826464138659079 -0.8071344086688389 1.4082440313939608 -0.8664948354579004 -0.17042747243543357 2.9110317759397999 2.2332469152510641 -1.1366192889114612 0.78384096743102882 2.0650919115330848 -0.49120391811073238 0.2783345628009134 -0.71752862259793326 0.53312093791040105 1.7525974049969186 0.09227461079809153
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 7 -2 12 9 -9 -3 18 28 14 -11 -14 26 -6 -12 20 21 -20 23 -23 25 -21 -16 -28 -4 -30
right_child=1 10 4 -5 17 -7 -8 8 -10 13 11 -13 15 -15 16 -17 -18 -19 19 24 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=3.7712897189697848e-05 1.6090715454921368e-05 -1.7826149853155453e-05 3.0432380545532158e-05 0.00015738655989009536 4.6315921881274224e-06 0.00019918640361794071 -0.00012107695922896487 -8.6153760978873787e-05 -0.00019565557014283055 0.00029535681747794328 -6.3865315823576844e-06 -0.00017265895591060212 8.5135780101106871e-05 -0.00010450425227900501 -0.00026249396904953038 -8.2102796595319026e-05 -0.0002990605050707705 -8.7381292014551099e-05 -0.00026103427902946001 -0.00057558774501151864 -0.00010933686529790479 0.00021486595126571153 6.5960331306027196e-06 -0.0002404781661090254 0.00010306398718030535 0.00052553127162044064 3.3526711391779608e-05 0.00029368184059938639 -0.00027538556078132156 6.6102642586782719e-05
leaf_count=29559 35434 42066 58979 6453 15883 1980 6715 19486 8499 1895 8602 1503 3840 4095 921 19086 1101 69682 566 417 1085 9528 2456 346 467 64 5116 2131 2624 1352
internal_value=0 -0.0143994 -0.022889 0.0199225 -0.0338077 -0.0138174 -0.00550713 -0.0178487 -0.0631011 -0.0303639 0.0120434 0.0564405 0.000904061 0.0338798 0.0874612 -0.0544485 0.0385257 -0.070816 0.0712635 0.111811 0.130347 0.151154 0.165291 0.203842 -0.151318 -0.423907 0.0733778 0.108836 0.0223934 -0.140419
internal_count=361931 332372 265272 48602 216670 131105 42149 129125 43244 34745 67100 25034 85881 15259 11164 22926 9269 85565 23531 14929 13981 12896 12330 9874 948 481 8168 7247 62955 3976
shrinkage=0.000980392


Tree=5748
num_leaves=31
num_cat=0
split_feature=785 885 1449 1455 539 1377 1002 1450 1176 572 1061 1004 1454 893 1467 697 1118 294 1185 718 930 694 1356 941 608 790 1148 1386 1117 499
split_gain=13.0837 12.7843 16.9384 25.8377 17.9778 16.5438 17.0443 16.6012 16.6122 16.144 19.0803 19.3693 17.7698 16.3892 16.1299 15.8345 15.7463 15.492 16.1032 15.2514 28.5559 22.8307 21.1191 26.3 22.2013 26.8195 22.7501 18.0573 19.3491 20.5464
threshold=-0.86283290253235112 0.35018306414905159 1.2624102624837521 1.3837091346444212 1.0000000180025095e-35 -1.0606629817441902 -0.32459312438081372 0.25736028940779887 0.54032782744357311 -0.80326163028523578 -0.87357009987099121 0.59444477453878863 0.83666458647197584 1.0000000180025095e-35 3.0124991923077498 0.14202082242507755 0.37493962751553139 -0.93296500049690056 2.5744688783126342 1.0159173274103563 1.0000000180025095e-35 1.2615335103024639 2.8409731090507102 1.0000000180025095e-35 0.66665475971017707 1.8618223311409718 3.073785392405322 0.37625148072740094 1.0185301172368335 0.3475617514026495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 5 -4 -5 -3 7 8 -7 12 11 -11 -8 -14 -12 -6 -16 -9 -19 22 21 -21 24 -24 26 -26 27 28 29 -2
right_child=1 2 3 4 15 6 9 17 -10 10 14 -13 13 -15 16 -17 -18 18 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=3.6421852337505224e-05 1.8568132054420888e-06 -7.3609052710394866e-05 0.00014800152096839723 -0.00058216384827317448 0.00018740051544468829 0.00012048038780711166 0.00012606382308878633 -0.00063140180883359902 -2.0304596951249439e-05 -7.9406400851770619e-05 -5.1936560817730985e-05 0.00027085713969709943 -6.8797325217785806e-05 -0.00085696039535532534 0.00062759363273915531 -0.00063011786439571139 -0.00034301609940657024 -5.2081832762876323e-06 -0.00070515294780479072 0.00017730471391297638 -3.9501609056010046e-05 2.0320323611618959e-05 -9.2016473421703351e-05 0.00031101761444951115 -1.1595335801869028e-05 0.00017961735468006407 0.00020213283916001635 -0.00010139503847910831 -0.00012156917802643774 -8.3288172991551415e-05
leaf_count=29559 59767 15640 7005 486 432 16475 5774 263 5421 1255 35202 1714 645 194 287 134 105 6219 180 6990 25663 14987 1308 1704 33264 3870 1687 44831 14756 26114
internal_value=0 -0.0133131 0.00804278 0.103822 -0.222222 -0.00137505 0.0117535 0.0557398 0.0859216 -0.0149479 -0.0327487 0.133602 0.085484 -0.217761 -0.0477016 0.00561414 0.386871 -0.0446005 -0.0242117 -0.0238367 0.013416 0.0757486 -0.0345805 0.145176 -0.0385528 0.00982219 -0.0544127 -0.0584189 -0.0397239 -0.0245829
internal_count=361931 332372 97431 8057 1052 89374 73734 28558 21896 45176 38563 2969 6613 839 35594 566 392 6662 6399 234941 47640 21977 187301 3012 184289 37134 147155 145468 100637 85881
shrinkage=0.000980392


Tree=5749
num_leaves=31
num_cat=0
split_feature=677 878 1458 192 696 1395 1047 11 0 227 787 569 969 196 87 1317 560 325 651 980 927 866 635 635 82 188 628 1140 483 1131
split_gain=7.85083 20.7396 17.0966 17.6025 22.6324 19.5762 16.5913 19.988 16.3798 19.6113 16.8294 16.5312 16.455 15.5451 15.3973 15.0681 14.6336 20.614 19.0516 20.8151 26.8208 22.2307 22.7283 18.3977 18.0944 17.9848 16.594 18.5141 16.6201 16.2007
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.6054386111478895 -0.43085510457888271 0.32260239757776382 0.04668118482021627 1.4428188241784199 -0.59191477111478885 0.52345370665188129 1.0736572578649459 1.0000000180025095e-35 -1.3909277031335894 -0.28244754295386582 2.8514829508106252 -0.56979165662448261 -0.31037326967978834 1.6590601587821199 1.2204488099017878 0.58396494997324677 0.7156833627209479 1.0483613175537825 0.5880156106821478 1.7670487384108637 2.2664449393494506 2.3293657297999251 2.4318152949058121 0.73801792886608386 0.68702207920178304 2.1394743235216227 -0.46326872347631848
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 13 -6 -8 11 12 -11 -5 -10 -1 -7 -13 18 23 25 20 21 -20 -23 26 -21 -2 28 -28 -18 -19
right_child=16 -3 -4 8 6 14 7 -9 9 10 -12 15 -14 -15 -16 -17 17 29 19 24 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0020725502202042158 0.0011579019433675109 0.00032205407091512485 0.0096666399293620676 -0.023822586805767442 -0.014853002118110418 -0.018752752662801526 0.046156744523070635 -0.0066521417804296301 -0.0019983622829247839 -0.028257607454747292 0.0027240335294705085 -0.0058899983219655267 0.0078353284772722832 -0.051403371676916179 -0.0046948931411128205 8.7940593677668934e-06 -0.004480786439125934 0.0026793842417515319 -8.2936617060473715e-05 -0.0048647150032930606 -0.0074774676994875059 0.00079301059844709908 0.015656550240800149 0.01245532111361343 -0.038507723708922817 0.011421855628526233 -0.00054166724348687293 0.021805264005661157 -0.0335476357258142 -0.024658723548736623
leaf_count=10145 129991 89554 1674 1034 8155 2228 189 527 6019 946 735 16324 7323 182 6824 18472 8821 451 23383 11834 5242 2599 2252 944 235 1906 1982 593 279 1088
internal_value=0 -0.0158281 -0.0521282 -0.0592683 -0.121498 -0.0653526 -0.252705 0.153581 -0.0294277 0.0469615 -0.271623 -0.0628958 0.0784993 0.0280504 -0.162764 -0.0539232 0.00700643 -0.0631793 0.0127272 -0.0276751 0.00178053 0.0296129 0.161781 -0.035174 -0.109192 0.0267201 -0.0611973 0.100983 -0.106107 -0.331156
internal_count=361931 170331 80777 79103 28250 19379 8871 716 50853 15023 1681 35830 13342 10327 9052 34796 191600 14158 177442 45545 33476 28234 4851 12619 12069 131897 11675 2575 9100 1539
shrinkage=0.05


Tree=5750
num_leaves=31
num_cat=0
split_feature=785 885 718 507 694 930 692 1218 608 790 1148 635 770 1386 979 1390 499 1117 488 15 4 1062 737 365 431 962 558 659 355 1449
split_gain=14.2182 11.5384 17.2494 28.7706 25.0913 21.4273 23.3685 20.8804 20.0949 28.6521 21.1385 20.0801 20.1392 18.7271 19.1783 19.83 20.6727 20.4202 19.6979 18.2108 17.8897 17.6138 17.4599 17.5958 17.292 17.2526 21.3767 19.1215 18.8978 16.8213
threshold=-0.86283290253235112 0.35018306414905159 1.0159173274103563 0.65809631222906606 1.2927572326739147 1.0000000180025095e-35 -1.534747940352488 3.9048232315577729 0.66665475971017707 1.8618223311409718 3.073785392405322 1.5133232492243236 1.2195416972384394 0.37625148072740094 1.0512052939106304 -0.97986167291695836 0.14872693232370457 1.0007360560485064 0.20263000255482863 -0.50538574839868133 1.4788446849640484 0.40371806048386877 1.4683293454868511 1.0000000180025095e-35 -0.29551620941098061 0.78457125397875782 -0.72348834783181692 0.62821384419828064 1.6323240847269647 1.2624102624837521
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 11 6 -4 8 10 -10 13 12 -5 14 15 -2 17 -17 20 -7 22 -11 -18 -24 -8 27 -27 -15 -28 -3
right_child=1 29 3 4 -6 19 24 -9 9 21 -12 -13 -14 25 -16 16 18 -19 -20 -21 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=3.9609834907752173e-05 7.1658226844842495e-05 -1.2930160550494274e-06 -8.5030493187852527e-05 0.0003836686235052498 3.4973353204954276e-05 2.7963856964994314e-05 0.00019623784116886431 0.00028131455029753813 -1.217901703491865e-05 0.00025609923777543744 0.00019316313453366889 -0.00035792392181149233 -0.00021944173409868203 -5.036583656087922e-05 -0.00011894515909870461 1.8324500413774518e-05 -4.0608128179069099e-05 -0.00012923965122202318 -0.00017624017748626105 -0.00011445471988700615 -0.00035828081907888029 -0.00010673238330235808 0.0004638336671818037 -0.00024152601106926079 2.3446281320119796e-05 1.2036689003138431e-06 -0.00030366368146137157 -0.0002569363969787225 0.0001692550671948379 0.00010155987520943895
leaf_count=29559 12246 89374 5886 2550 5201 7990 5216 909 33635 3123 1736 222 298 28305 14521 40273 14907 6857 10515 13288 1447 804 723 313 6989 3971 8859 3411 746 8057
internal_value=0 -0.0122294 -0.0222364 0.0174201 0.135148 -0.0112843 0.0493851 -0.0336705 -0.0358761 0.00987606 -0.0508528 0.286288 0.332824 -0.0547126 -0.0358254 -0.0212419 -0.03724 -0.00405011 -0.0926816 -0.0628824 -0.0389153 0.18754 -0.017852 0.285335 0.103958 -0.100289 -0.19548 -0.0718547 -0.269606 0.0080732
internal_count=361931 332372 234941 47640 8271 39369 18091 187301 186392 37562 148830 3070 2848 147094 101802 87281 75035 47130 27905 21278 17390 3927 15943 1036 12205 45292 13576 31716 9605 97431
shrinkage=0.000980392


Tree=5751
num_leaves=31
num_cat=0
split_feature=733 1298 1361 1094 1294 675 756 126 651 1002 905 703 784 620 147 1017 702 1085 70 1459 1317 189 1358 1053 425 1052 967 602 624 1428
split_gain=7.84215 11.2187 21.3248 21.8064 17.8405 16.4096 22.2392 20.5344 19.8991 22.9034 18.0822 18.1784 21.7434 17.6902 17.0958 17.0761 16.807 16.2094 15.6316 16.6882 15.5447 15.1748 20.0527 16.9804 16.644 15.4267 15.2066 15.252 16.7708 16.3699
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.8810513901052739 1.0000000180025095e-35 0.44359160413691395 -1.2489800552866559 -0.67811062752501949 1.1107569744011787 2.2332469152510641 0.14288476333545055 -0.64625211490130741 -0.90362276233551631 0.42363828528157838 -0.15830377117789782 1.1027457920438068 2.2275443133153514 4.5522143364300183 -0.83640915350225553 1.8921119088243248 -1.5963564471725313 1.0062439196653703 3.1968723995974382 -0.29524135891298131 -0.47505486567406441 1.3912522128987699 -0.080618886662030723 2.6455866734826223 -0.2284682251577613 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 18 8 -7 15 14 10 11 -10 -13 20 -3 -8 -9 -16 19 -1 -12 22 24 -24 -4 -23 27 29 -29 -26
right_child=-2 5 21 -5 -6 6 7 16 9 -11 13 12 -14 -15 17 -17 -18 -19 -20 -21 -22 25 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0095235159545714338 -0.0014179002234898158 0.0020095139141074517 -0.002104547863408468 -0.01503634578150982 -0.0067199196830048189 0.0095860108962605717 -0.001686565575097367 0.0035878595816572234 -0.0072323874485919776 -0.016207881086568184 0.039300174267897961 0.021025264169337771 0.0019435614085057868 0.00051093152602901999 -0.0010487706504603582 -0.019599357032548649 -0.011560525548147396 0.060316239005580835 4.6516370906110174e-05 0.02301088720584489 -0.011792036146907679 -0.0023919513535617699 -0.015844621406081342 0.043200203119865332 0.0059173082917588779 -0.018382503443484809 -0.00066415468826373607 0.014040161424142585 -0.014703667852108446 -0.00063186138244502568
leaf_count=4999 71767 53108 18058 3911 14310 5233 7148 25861 2092 1758 75 855 3783 2938 49449 835 901 42 36388 244 4171 9319 79 204 18677 1236 16666 305 1002 6517
internal_value=0 0.00246265 -0.0149939 -0.0561579 -0.044946 0.0147526 0.0527226 0.0334517 0.000669427 -0.0739712 -0.0442513 0.0388804 0.112712 -0.123255 0.0125794 -0.0663732 0.0616628 -0.0194947 -0.0187172 -0.154028 -0.217142 0.00898441 0.0216082 0.573058 0.0185628 -0.0790656 0.0416714 0.0738521 -0.154909 0.0861463
internal_count=361931 290164 131915 59852 55941 158249 39978 34745 118271 15672 13914 6730 4638 7184 102599 7983 26762 49491 41631 5243 4246 72063 61508 283 61225 10555 43167 26501 1307 25194
shrinkage=0.05


Tree=5752
num_leaves=31
num_cat=0
split_feature=639 513 907 1358 764 1245 693 1242 1188 1306 1444 1115 566 697 1174 1449 908 206 1395 416 412 902 1455 785 971 0 24 1249 156 830
split_gain=7.75475 9.72306 12.9995 11.8209 11.3856 11.1959 13.2023 14.1162 11.8382 12.2338 11.5542 11.054 10.8234 14.0651 10.7087 10.5948 14.7149 10.5455 10.4938 10.3566 11.3089 10.6058 10.172 10.0722 9.96713 10.8877 10.4908 9.9434 10.8065 12.693
threshold=3.103512251845403 2.0831197595613671 1.2914394193961922 1.0000000180025095e-35 -1.0384766776915233 0.57051844957374576 1.3692659416331203 -0.64087480242911143 -1.7326369535418704 -0.28068080567056852 1.0000000180025095e-35 1.6325824866009084 1.3171183600524172 -0.87795356693465543 -0.046105711992332925 -0.62727104346921525 0.63884535250975771 0.70783751150137719 -0.12855619894375883 0.5974551905392419 0.80155718986521773 0.2305551332325694 -0.09185580288998714 -0.38035204659413802 1.4736907537895518 0.17904631965589771 -1.07597918964634 -0.038260182258355278 -0.7944958222215347 0.92663673283469106
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 8 11 -8 9 -2 24 19 15 -14 -5 23 -17 -9 -11 20 27 -22 -16 -4 -10 26 -26 28 -7 -30
right_child=1 3 12 14 -6 6 7 17 10 18 -12 -13 13 -15 22 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-5.1892336264036388e-05 -0.0070284926343466272 0.04879560794771886 0.060236298829787371 0.050125665195116388 -0.031233034933576338 0.044122377995361797 -0.05796246395086449 0.068224563485943177 -0.014610257197051453 0.013085447722165647 -0.032590311508887214 0.053924302925726475 -0.036941472326781376 0.074853601777902221 0.037794033123717395 -0.020266728488190722 0.048591228302807377 -0.031497915025977083 0.11696324495325057 -0.031408052101257682 0.0023740523174946683 0.092069256506091823 -0.050204378990859888 -0.0060443478133574684 0.060607066886014485 0.043005807745974449 -0.036662852087835172 -0.041308274754834923 -0.020017579479617367 0.029201783958089807
leaf_count=355807 145 32 76 121 137 66 23 87 2494 44 857 52 22 59 39 473 61 22 33 243 39 28 49 85 24 99 108 147 351 108
internal_value=0 -0.102377 -0.136355 0.271917 -0.259593 -0.190294 0.0246081 0.725799 -0.276283 0.364697 -0.318964 -0.0841357 0.207501 0.969094 0.621459 0.0579645 -0.177257 1.04793 1.26097 -0.147564 0.00403944 0.868347 -0.110694 0.62496 -0.2334 0.291778 -0.2977 -0.117049 0.0308994 -0.130932
internal_count=361931 6124 5746 378 169 4970 1166 132 3804 222 3582 1034 776 81 209 695 534 109 77 982 739 67 88 161 2725 231 132 672 525 459
shrinkage=0.05


Tree=5753
num_leaves=31
num_cat=0
split_feature=50 703 1254 420 72 56 728 332 977 1470 387 1184 1246 1312 976 210 216 976 694 1177 767 568 1273 1023 500 139 900 492 261 327
split_gain=7.73815 13.0755 17.5339 20.0402 16.4117 13.443 13.3608 14.61 15.0901 13.5537 16.3843 19.4733 17.6945 15.5131 13.6572 17.5589 14.1143 13.5342 13.4472 12.9554 12.7869 12.7601 13.4391 13.4162 13.245 19.9991 12.9606 12.475 12.4273 16.472
threshold=1.0000000180025095e-35 -1.6015642574650035 -0.067989958320004859 -0.0082614139551535192 0.082479099418095739 1.0000000180025095e-35 -0.49008176997875957 0.65944866827063242 0.47162024318651069 1.9805293963242088 1.0000000180025095e-35 0.054832508836796919 -0.94912308403103618 -0.65992367813152286 0.10727311224032744 1.6131604085483999 0.13049804697748757 -1.2591201791253208 2.2294689038174402 0.54349783266924767 2.2755470267131708 -0.82428483601992164 1.8789924800463422 1.0033664599103493 1.0000000180025095e-35 -0.33059553631029853 1.8237275434728 1.7055571230214557 1.3197782039773462 1.9934831530762243
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 18 9 27 17 11 13 -12 -11 15 -15 -16 -8 21 -6 -5 22 -3 26 -25 -26 -23 -9 29 -19
right_child=-2 5 -4 20 19 -7 7 8 -10 10 12 -13 -14 14 16 -17 -18 28 -20 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.012547419973491595 0.00035005389151227748 0.014562066175129538 -0.019971165676774733 -0.017941041233085705 -0.0019360410569862685 0.00027775022749990531 -0.01549982003665239 0.019982880367402971 -0.022071413645936927 -0.038685323711655305 0.020939956965994752 -0.023723234812332489 -0.030709103801054766 -0.0019640007254041816 0.11185083780188745 0.1111723721542657 0.014480605348876217 -0.0031920738055519053 -0.011498688412783327 -0.041684488136738945 0.049681753011660501 0.0034968035660752415 -0.034859554303595337 -0.031634642738228927 -0.049182527664705371 0.032977816290089911 -0.020185881838727465 0.084544980603444009 0.0019103669441391065 -0.019462764763111356
leaf_count=2186 197382 1914 1937 1803 810 86568 2162 310 113 105 180 429 1561 229 73 22 68 42328 1537 283 41 7661 151 382 80 126 384 39 8710 2357
internal_value=0 -0.0157611 -0.145599 -0.0537774 0.0882834 -0.0117361 -0.0437724 -0.0642917 0.341004 -0.0696652 -0.29582 0.0315755 -0.492226 0.434355 0.675744 0.271311 1.43736 -0.0606131 0.0327703 -0.195944 -0.309121 0.0612293 0.244779 0.0183858 -0.346084 0.146615 0.0463667 0.560719 -0.0520878 -0.0744469
internal_count=361931 164549 7060 5123 3279 157489 70921 58686 462 58224 2667 926 1741 497 392 251 141 55557 12235 1093 1844 10698 2065 8633 588 206 8045 349 53395 44685
shrinkage=0.05


Tree=5754
num_leaves=31
num_cat=0
split_feature=982 1392 10 1110 943 710 1380 423 149 1109 20 1184 193 97 764 272 348 148 682 62 1260 973 1178 986 431 620 432 477 685 1042
split_gain=7.67574 16.2267 18.376 13.7921 13.2158 17.9711 13.6617 12.3297 14.3744 11.7701 12.1344 17.8607 11.5409 11.397 11.1298 10.9944 16.2102 10.4658 10.2002 10.0159 12.8327 9.82321 10.7238 10.5837 10.4531 10.2305 10.607 9.31229 8.96997 15.6393
threshold=3.0854258727671673 1.3811799370780193 -1.4017006964326366 -0.94127282929846978 1.0000000180025095e-35 2.6836545729379284 -1.6116786704395383 2.3921857066430561 1.8878787312702219 -0.03918968258133388 -0.35481126778833566 -1.0724597480203808 0.9287794657464129 0.34899065110039107 3.1548659314681351 0.19433589423024392 0.24478469968001834 -0.24458177860740082 -1.0000000180025095e-35 0.82819470393479289 1.5485348281019615 0.54146000237294722 0.64151559256670165 -0.30926124895050172 -0.60204218828331746 0.73453660653904396 0.38267516914073435 -0.61860042855786568 0.58104764358843186 -0.11122857220049673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 -2 -3 7 6 -6 8 9 13 -11 -12 15 21 -8 -5 -17 -13 -19 20 -15 22 24 -23 -4 26 -26 -24 -1 -30
right_child=1 3 4 12 5 -7 14 -9 -10 10 11 17 -14 19 -16 16 -18 18 -20 -21 -22 23 27 -25 25 -27 -28 -29 29 -31
leaf_value=7.6297656003638053e-05 0.04974183084992867 -0.065680640505182589 -0.028149192228866374 0.055765160803222115 0.025858939125135288 0.071345949103314751 -0.024792280938294154 -0.042097289801065113 0.063392108316526696 -0.036278889116507319 0.11670665933806962 -0.041615606718124178 -0.035855900277314424 0.05731410688740643 0.056302343349260334 -0.066927254194230332 0.052968175502728858 0.046952741479268312 -0.055526372562041904 -0.0046758105832326192 -0.067725877399728879 0.061183498099022959 0.063275312005369622 -0.049576523504968689 0.0062230990386259845 0.05040169168737646 -0.060842691901957235 -0.01746212678031215 0.00020724468637610267 -0.0043383388627659027
leaf_count=305033 84 30 215 208 93 28 828 109 56 177 21 71 32 147 20 36 31 58 20 66 22 63 49 20 259 52 55 34 29413 24601
internal_value=0 0.124924 0.0540568 0.609703 0.0066568 -0.237695 -0.313989 0.144518 0.194351 0.138266 -0.258821 0.204031 0.728743 0.268903 -0.435468 0.869448 0.00444498 -0.0932867 0.478955 0.700826 0.981078 0.114351 0.00912502 0.856805 -0.121793 0.131213 -0.0648312 0.75291 -0.00304317 -0.0349182
internal_count=361931 2884 2547 337 2463 969 941 1494 1385 1329 347 170 307 982 848 275 67 149 78 235 169 747 664 83 581 366 314 83 359047 54014
shrinkage=0.05


Tree=5755
num_leaves=31
num_cat=0
split_feature=785 728 578 735 665 1254 827 1178 647 776 1122 227 558 867 360 1458 17 12 451 2 565 1313 740 759 77 706 699 489 1393 541
split_gain=12.8003 11.8116 10.2012 10.2011 18.9571 12.5262 19.5121 14.9395 13.2834 12.737 14.1423 12.6315 12.2811 12.1219 12.8389 12.0706 14.1885 23.6388 13.1027 14.3353 12.9025 12.0662 16.0266 13.6568 12.9348 12.0311 16.3897 16.2032 13.5654 14.1214
threshold=-0.86283290253235112 -0.90320472132347296 -0.87905496296652397 2.2560756724538602 1.0000000180025095e-35 0.077477753908938352 0.86749468550645525 0.072178757778959643 -0.87782724458594241 -1.4188903491611822 -0.79428176187249677 2.9210779969545468 0.92825175057561848 2.3064030050518314 -1.4258490755170821 -0.57564690069438296 -0.83554367723381162 0.60841355963960353 0.34454096753513069 -0.8458799187898417 -0.5987658917563784 0.29521354901058677 1.6535846841559774 0.92208863382617323 0.15643406560204806 -0.32759250690550812 0.50084633073085694 -1.2533559955998312 -1.0032482434787326 -0.55676187874653171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 25 7 8 11 -7 -9 -11 -6 -8 14 -10 18 17 20 19 -16 -17 22 24 -23 -12 28 -27 -28 -5 -30
right_child=3 2 -4 4 5 6 12 9 13 10 21 -13 -14 -15 15 16 -18 -19 -20 -21 -22 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.00010118185865050717 -1.3927264590847095e-05 0.00016845392603674939 3.5708395401998284e-05 -0.00053039484864303031 0.00016980360100420579 -0.0005050821090696754 -0.00077167597684224109 0.00098876890478153518 0.0014798092728361696 -0.00082639732067243032 -0.00013600854955732181 -0.0012133845667966015 0.00052187805886898134 -0.00047335960472437433 -0.0009749297222130935 -0.00065245865621924243 0.00055153530430022653 -0.00098767687243510706 -0.00054647599700330212 0.00036086255481659939 0.00063502552983518462 -0.00045539436448482982 -0.0016943401598150472 0.00061015939833389851 0.00056016066134590662 -4.5607953471872039e-05 0.0011754660492691318 -0.00049909705357664409 0.00029772271209706273 -7.611352118958534e-05
leaf_count=3254 321536 3427 22878 184 2285 88 133 46 39 146 238 33 41 80 50 46 1085 79 122 397 161 445 21 56 221 2208 32 820 930 850
internal_value=0 0.0384962 0.0532864 -0.0114733 0.0543555 0.135806 0.255514 0.0528898 0.309363 -0.14386 -0.187323 0.154734 -0.446123 0.342953 0.374806 0.349304 0.454181 0.0332426 0.0840963 0.250178 0.389953 -0.0992963 0.139226 -0.333445 0.219414 -0.0486175 -0.143029 -0.438976 0.0790409 0.130593
internal_count=361931 29559 26305 332372 10836 5812 2321 3491 2147 1173 1127 2318 174 2059 1979 1940 1371 286 569 447 207 981 480 501 459 5024 3060 852 1964 1780
shrinkage=0.000980392


Tree=5756
num_leaves=31
num_cat=0
split_feature=1466 1452 1457 123 1464 21 1451 1470 1451 1464 1453 1454 1462 1462 1464 10 1457 1469 1458 1454 1451 1451 1463 1469 1452 1466 1452 1451 1454 1466
split_gain=7.64591 21.1771 34.3764 25.2948 23.5386 36.8285 22.4421 25.9837 29.9505 25.4553 23.643 24.2423 23.4394 29.42 22.3517 22.8421 22.0936 21.2701 31.9009 31.3995 23.1112 20.8489 20.5977 21.4118 20.1677 31.5974 31.2811 44.6126 35.5155 39.4717
threshold=0.37829601484295772 -0.4023942616259798 -0.31328848803260229 1.2109530496950989 -0.39598274184098597 1.3785497256249488 -0.19880594325380005 -0.3493255348394198 3.3497526230728467 0.16676341185298507 1.2041679343814773 -0.53254169354491554 0.37407200465964635 0.72194837801756251 -0.42340888693973067 2.0571466207270639 -0.45561815292687652 0.68005387534399142 0.024841443727429375 -0.86730870454553399 -0.27873446184249567 -0.2263619558997208 0.11958884464899855 0.030928773001009463 -0.16089806472507856 0.33394102906587103 -0.1014882148136543 -0.19880594325380005 -0.672122352939171 -0.29222153102773374
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 4 -4 5 14 10 9 -9 12 17 -12 22 -14 15 16 -2 19 -19 -3 -21 -22 -8 -24 25 -1 27 28 -26 -30
right_child=1 6 3 -5 -6 -7 7 8 -10 -11 11 -13 13 -15 -16 -17 -18 18 -20 20 21 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.0006896919476960773 -0.0019861362098725602 -0.06032271268912566 0.00048867720315280271 0.016008662566133924 -0.0025069525323099823 -0.055955673496044883 0.0068088345867010546 0.0096772134185392818 -0.032684232412761208 -0.0026546097735004309 -0.020611641683098005 0.010278603134989203 0.029058964175631963 0.0069347757237120449 -0.045147788106060981 -0.056240589999061043 -0.023962227569045123 -0.00049164705366809851 0.033185158010002311 -0.0030677085918034076 -0.048775295844578952 -0.0038977382910222189 -0.0020036050028947655 -0.028995532188130758 0.0085499988320334504 -0.011903842887145931 -0.0011005592480611728 -0.021425765755149588 0.00027329750425280209 -0.030716630191280632
leaf_count=160281 3167 168 14450 1425 9321 288 3209 10884 277 9154 429 3108 985 3720 297 161 950 1595 454 12561 428 271 2167 570 2416 3145 110347 3033 1510 1160
internal_value=0 0.0181488 -0.0327843 0.0420566 -0.120982 -0.259969 0.047053 0.0851376 0.175844 0.0354085 -0.0171584 0.144632 0.112715 0.22953 -0.206859 -0.164617 -0.131422 -0.0599302 0.163572 -0.0951485 -0.0830448 -0.544452 0.011676 -0.14369 -0.00815521 0.0092043 -0.0325236 -0.182553 -0.0428926 -0.24334
internal_count=361931 80039 30059 15875 14184 4863 49980 30966 11161 19805 19014 3537 10651 4705 4575 4278 4117 15477 2049 13428 13260 699 5946 2737 281892 163426 118466 8119 5086 2670
shrinkage=0.05


Tree=5757
num_leaves=31
num_cat=0
split_feature=785 728 1469 626 70 434 1112 562 1260 1393 6 979 212 1179 1259 493 984 9 424 773 643 1320 493 909 844 33 1454 1188 1065 1117
split_gain=7.66804 9.43807 9.79233 9.53481 12.5852 10.0769 9.86789 9.85227 10.3602 10.7701 10.364 10.3788 9.32076 13.6288 9.82029 9.28089 11.1905 10.846 10.0167 11.7622 12.9002 10.8255 10.9591 9.89881 9.89544 9.83745 9.28629 10.1833 9.21714 11.9888
threshold=-0.86283290253235112 -0.49008176997875957 -1.3460032622719822 1.3771215465468696 2.0262028667013605 -0.90162527835396744 2.4004652929792578 -1.3329326700387931 1.9333610853990641 0.78289297240039624 -0.70020603886788846 -0.63718771754949344 -1.2260554287488832 -0.137543097891315 0.37096361793330435 -0.72877416023002917 -0.51277415137617965 0.40172389480645448 -0.14986726214819898 0.025712112542622716 0.62769586170573077 0.29640780048743204 1.2642573769895165 0.56780977912358643 0.53184050898186119 -0.88486440443580461 1.3763541472649148 0.7172414284941927 1.0518754624258557 -1.6505790610122235
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -7 9 12 -10 -12 13 14 -9 16 17 -14 19 20 24 22 -21 -20 26 -25 27 -17 29 -4
right_child=-2 2 28 4 -6 6 -8 8 10 -11 11 -13 15 -15 -16 18 -18 -19 23 21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.017438437132524281 -0.00027315694488754216 -0.049451201876610174 -0.017186043318000676 -0.033459161307339037 0.070872801594881435 0.031684264760331357 -0.061320165761426862 0.079288068017745725 -0.050663912225881041 -0.02520838978662018 0.095454604175803134 0.017937152842666483 -0.026703605792846988 -0.018678815635934452 -0.033024446113540336 -0.00083883012913087921 -0.03941030307337845 0.047077206004703623 -0.022311933823296298 0.056626449510922695 0.033374220638218884 -0.018049476810842024 -0.036196450461537535 -0.062846882502295642 -0.042067150047515905 0.021842119627560167 0.039806404169476887 -0.064897691744206065 0.0081821545255031797 0.0020047967407141733
leaf_count=315 332372 51 518 304 21 105 49 54 37 440 27 101 76 77 23 237 256 48 542 113 95 53 21 36 121 143 52 50 3390 22204
internal_value=0 0.0333176 0.0469637 -0.0900798 -0.527658 -0.0510374 -0.100227 -0.0810224 -0.111751 -0.152301 0.482257 0.734388 -0.0762793 0.538451 1.18944 -0.122074 -0.477291 0.128851 -0.0372833 0.14272 -0.0383389 0.614008 0.904224 -0.260981 -0.221871 0.22075 -0.0197539 -0.210756 0.0488366 0.0328999
internal_count=361931 29559 26163 3396 325 3071 2756 2707 2602 2437 165 128 1997 154 77 1843 380 124 1463 742 555 187 134 721 460 179 339 287 26112 22722
shrinkage=0.05


Tree=5758
num_leaves=31
num_cat=0
split_feature=681 1465 557 1110 1050 83 119 786 760 1037 1114 220 1380 415 176 77 419 80 1043 555 833 980 775 358 1389 314 12 597 23 631
split_gain=7.65198 11.2987 16.6258 15.5522 14.2726 13.9815 16.1823 15.5597 14.7131 13.1852 14.9283 13.6681 13.296 15.7 16.8318 14.9145 14.5225 14.8554 13.0515 13.7101 13.7091 14.1655 13.8461 14.0982 12.9495 14.023 15.7338 14.1795 13.263 14.657
threshold=1.0000000180025095e-35 -0.62392803878906389 -0.25618511716043801 0.7115638164736201 1.0172251144476796 1.7782140315227712 1.4918152506281495 1.0000000180025095e-35 0.36761870825948872 0.55640880086984246 -0.53461164316258858 0.47653204739915372 0.1122547120235844 -0.3434277341401612 1.0000000180025095e-35 1.9388542552326056 -0.33908828512238026 0.48337621328931629 -1.0992660570968034 -0.04131483109960668 -1.6601437507302497 1.9617960821478007 0.16522036850316127 0.83858664192857402 0.71884262179448821 2.1970050309813387 1.4022431197548102 0.4590488840311347 1.0000000180025095e-35 0.78751723343195656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 9 6 24 8 -8 12 11 -11 -3 18 15 -15 -16 -18 19 -14 -20 22 23 -22 25 27 -27 28 -2 -30
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 -12 -13 13 14 16 -17 17 -19 20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=8.6837677963190222e-05 -0.016378750849139975 -0.0067039332205958953 0.004707083321955634 -0.0054130776006355583 0.0075400498707597491 0.010404504633607994 -0.014087506888188031 0.034367348108104219 0.03255570252872915 -0.012245622086416805 -0.020475981132669522 0.016994538196859751 0.0080441015462067514 -0.019110067789406344 -0.014520117050689511 0.042827742417074613 0.045934626321662113 -0.023884195008183815 0.099302136644915107 -0.049789228051554842 -0.0081862119303640069 0.061392465358607685 0.030683772542813847 0.036650302509997894 -0.017697037075658055 0.0073625958365076405 0.080826607610924417 0.0027063363839620307 -0.0086336212892881188 0.015465064178245228
leaf_count=316432 3940 6837 11927 3472 1672 846 397 221 133 808 2064 383 306 1346 264 67 224 82 25 149 603 85 391 131 3030 464 51 1965 2792 824
internal_value=0 -0.0361214 -0.00823965 0.0504782 -0.0757118 -0.104805 -0.131034 0.203763 -0.0395789 -0.10798 -0.258787 -0.0300136 -0.0568274 0.0780266 -0.109783 -0.298165 0.283166 0.626792 0.257862 -0.216462 0.373738 0.329183 0.244304 0.0233879 -0.161786 -0.114973 0.337066 -0.141772 -0.208008 -0.0721787
internal_count=361931 45499 30836 15399 15437 14663 13817 751 530 13765 3255 1191 10510 3673 1983 1413 570 306 1690 455 1235 1210 1125 734 13066 10036 515 9521 7556 3616
shrinkage=0.05


Tree=5759
num_leaves=31
num_cat=0
split_feature=545 1442 322 910 503 1181 362 513 834 972 569 1388 1313 971 1178 428 843 352 697 1218 215 846 417 740 155 917 970 967 327 21
split_gain=10.8021 14.3679 16.7924 15.1036 15.8257 16.8972 16.9396 16.4986 16.1214 15.0048 14.943 18.0081 17.6595 16.9039 17.1184 16.6787 14.6027 14.5723 14.387 14.2324 14.5123 21.0534 14.6498 15.4985 14.077 13.7154 13.7058 15.7692 13.6196 13.6229
threshold=-1.0372938969678034 -1.2625182715263061 1.0000000180025095e-35 1.1864709727902141 -0.92115969566800648 1.804296067898749 0.63709073586708376 2.0831197595613671 0.35807936239523669 -1.3233650068126794 1.251596859177363 0.78813751225193751 -1.4937025404763973 0.9970754427091939 -0.42899803340743276 1.6247018280565928 2.539957888746601 1.3419366905206014 1.8266976228282321 -0.45767874637388051 0.78515720817408685 -0.43277419530719496 0.71593279198100024 1.0000000180025095e-35 1.3991578153053619 0.69752360418305726 -0.78913845500725943 -0.59288592321388645 2.8750784862951453 -0.32341995197817647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 26 10 9 17 12 -12 13 -6 -15 -14 28 -9 -13 20 -4 -22 23 -23 -5 -25 -7 -28 29 -3
right_child=1 16 19 24 5 6 -8 8 -10 -11 11 18 15 14 -16 -17 -18 -19 -20 -21 21 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-3.2450477212018046e-05 0.00018135037485248972 3.0550448758045281e-05 -0.00029776790196214998 -0.00011439925645594894 -0.00040045722534354369 0.00054809066047946083 0.00076490293455201632 0.0016246870276886013 -0.0006631418454748503 -0.00019117781977885391 6.0842814289579942e-05 0.00075933909281111929 1.7905150979232482e-05 -0.00047147826042799552 0.0010035466100563027 -0.00033199424002042146 0.00019960545649891289 -0.00099642218223627388 -0.0012959328007814924 -5.8619602895609774e-05 -0.00039029816631989652 -0.00068906990177704057 0.00094415713118154723 0.0006272524697231006 -0.00068114957380614836 -0.00056573801862330882 -0.00066850291817491573 0.00014679619560908932 -0.00031569455860509327 -7.0100951344271608e-06
leaf_count=94059 2858 74230 5212 2402 1488 215 218 38 424 692 1275 307 12372 107 112 815 1751 20 26 11205 486 220 161 251 345 100 175 434 951 148982
internal_value=0 -0.000660672 -0.0451442 -0.00559959 0.0168124 -0.00994571 0.263676 -0.0302983 -0.299008 -0.0969336 -0.00855731 0.222613 -0.0332979 -0.299307 0.386805 -0.00516971 0.00587358 1.01441 0.666662 -0.112218 -0.22783 0.033186 0.328986 0.0929549 -0.174802 0.365965 0.107557 -0.0806314 0.00416002 0.00513725
internal_count=361931 267872 41958 24323 21576 18718 1042 17676 1174 750 16502 1608 14894 1707 219 13187 225914 58 333 17635 6430 1218 732 571 2747 351 824 609 224163 223212
shrinkage=0.000980392


Tree=5760
num_leaves=31
num_cat=0
split_feature=785 519 728 660 852 21 650 645 816 872 1450 1469 1223 746 1381 1456 1386 44 81 768 355 491 1443 518 1109 1457 588 575 1389 1111
split_gain=12.7414 11.3581 19.2924 19.5701 20.0416 19.0283 18.782 17.4039 17.1635 21.9973 20.7861 20.858 18.7947 20.5753 18.216 18.6354 19.7162 18.1043 17.4512 17.1424 18.6325 17.5147 16.4662 16.436 16.1625 16.2587 16.1459 16.5298 16.1161 15.9963
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 1.0000000180025095e-35 -1.6471741456694959 1.6923072129381651 1.0999280683389623 0.98567350059335823 3.0757328524286596 -0.35262914890079794 1.4275312659207584 1.0000000180025095e-35 1.0000000180025095e-35 0.61467928808618666 0.48268798061829216 -0.52241159457528019 1.9036337516570463 -1.0858310410073024 1.3583939354643351 -0.1814666702951391 0.68625034402054308 1.593744732512876 1.0794040238867422 3.0689548537506179 1.3789366748870187 0.71188872395471614 1.0000000180025095e-35 2.6801102153821232 -0.42440150818020811
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 7 19 9 14 -10 12 13 -12 15 -7 17 29 -14 20 21 -2 -6 -8 25 -16 27 -3 -22 -17
right_child=1 26 3 5 22 8 23 -9 10 -11 11 -13 18 -15 24 16 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.6859809886493536e-05 8.2683378021578878e-05 -7.2183676192496673e-05 -2.1260435101612027e-05 0.00016080206198267169 8.9409193690974078e-05 -2.998711497046755e-05 8.6883807450358611e-05 0.00010016574201553771 -5.7072083610683703e-05 0.00023298615053175288 -0.00015921523764694023 0.00033015280166772803 -0.00047873161426137032 6.8113645217515013e-05 -0.00012722445096546677 8.9026169947709657e-05 -0.00016685749153065084 0.00051234540491453266 0.00013845618030321728 -0.00013317536456454438 -5.8896927008503088e-05 -8.40145963740634e-05 -0.00010088953214476634 0.00040268815843948446 -0.00074049503504987726 9.570402159011017e-05 0.0001495198762219711 6.3140367853862329e-05 0.00043133518429960599 -0.00014674147019526305
leaf_count=29559 16399 7439 43145 3398 17377 98874 5368 7761 14788 1248 5146 1272 298 3589 29087 3133 14124 340 5955 6131 18663 3669 3164 857 370 2198 4398 9681 335 4165
internal_value=0 -0.0122633 -0.0164018 -0.0262954 0.00916026 -0.0396456 0.0208687 0.00658969 -0.0427563 -0.0548331 0.00528354 0.0603655 0.0366521 -0.0396599 -0.0580145 -0.0448633 -0.113073 -0.00886203 0.120682 -0.011978 0.00487638 0.0517003 0.0666114 0.140717 -0.117243 -0.111282 0.036054 0.0051163 -0.0501772 -0.0379109
internal_count=361931 332372 310854 251671 63686 187985 59183 52958 184587 153539 31048 16260 14988 8735 152291 120636 21762 7638 6253 45197 39066 20068 20541 6225 31655 31285 21518 17120 18998 7298
shrinkage=0.000980392


Tree=5761
num_leaves=31
num_cat=0
split_feature=785 519 713 507 921 783 1443 852 804 689 86 791 746 809 289 1437 651 222 854 797 797 965 414 84 566 1041 772 452 600 493
split_gain=11.2505 11.4076 18.6859 23.5116 19.0994 40.7959 20.0649 22.4833 21.7033 18.2037 17.6741 17.6368 29.5007 22.1755 20.7593 19.1528 18.7848 18.3992 17.9481 70.2684 18.4573 21.0911 22.234 17.8535 17.1832 16.8215 16.8204 17.0298 17.2284 16.6465
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.0525743831388839 2.2099560249315608 1.593744732512876 1.0747610123934368 2.2521318533151415 0.86385367930994306 1.4680215992272687 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 2.014354030516309 -0.87473648844905705 0.63961785378869596 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 -0.010139945829889745 2.2401583428922476 1.8123759085271225 0.94391587442470348 1.0000000180025095e-35 1.0000000180025095e-35 2.0435551016551368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 11 6 7 8 10 -5 24 18 13 14 -13 -15 17 29 19 23 26 22 -22 -4 25 -6 -20 -28 -29 -16
right_child=1 -3 4 9 5 -7 -8 -9 -10 -11 -12 12 -14 15 16 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=3.4083187063370448e-05 1.3595855253462219e-06 3.5624733166191396e-05 -0.00023017044329943739 0.00017444643999627802 -4.2541520302439078e-05 0.00026095386475809962 -0.00012157967365979351 0.0001622531579379887 0.00022656892706422429 -0.00011684727435960761 -0.0002797253465467179 -0.00027850545494642913 0.00010238768354167601 -2.4787977187936168e-06 -0.00010715112955610019 0.00022995971263948753 0.00028427159682531064 0.0002764747295417854 -2.5894832499174926e-05 0.0002658370336893793 -1.2816873868203364e-05 -0.00017426586308728678 -0.00021683486967075442 9.8851878344943398e-07 0.00034015397421232642 0.00031621153694097849 -0.0001580560491144209 7.5094151254273276e-05 -0.0002150334710621428 0.00031034217405525075
leaf_count=29559 48226 21518 3481 6396 15777 3076 6926 4521 1550 1282 1674 5860 10309 28211 20810 1632 775 829 85715 3676 15858 16005 4096 3851 582 720 12442 4063 1739 772
internal_value=0 -0.0120919 -0.0162388 0.0218758 -0.0256089 0.0249102 -0.00171144 0.0269684 -0.0080564 0.133021 -0.0325919 -0.034611 -0.00117247 -0.0267189 -0.0890069 0.0137154 -0.0583011 -0.0763141 -0.0494079 0.0389693 -0.0576264 -0.107119 -0.054282 -0.104979 -0.0117446 -0.0272028 -0.0411312 -0.108526 -0.00218904 -0.094349
internal_count=361931 332372 310854 55904 254950 34826 31750 24824 20303 7678 18753 220124 69198 58889 29046 29843 23186 22411 150926 11008 139918 35959 19954 7332 17079 16497 103959 18244 5802 21582
shrinkage=0.000980392


Tree=5762
num_leaves=31
num_cat=0
split_feature=785 125 1470 57 602 1311 540 697 50 1357 60 21 1463 1466 491 1463 1458 1463 1455 1462 1467 1450 1450 1464 21 1097 1458 1449 1460 1464
split_gain=13.6795 13.3497 19.3397 17.7989 21.7898 18.0086 18.0439 19.4744 17.3072 19.9047 16.9568 19.7421 37.9994 33.5842 31.3649 29.5364 30.9373 25.6697 25.86 21.6326 28.0884 26.7692 25.039 23.4636 20.7583 22.7421 20.4945 20.1417 19.9464 26.4619
threshold=-0.86283290253235112 0.58518330826110332 -1.3782462404802098 1.0000000180025095e-35 0.66849908449309148 -1.23119566256695 2.9110317759397999 -0.60290429339944651 0.55630078546380823 1.3962008022525787 1.0000000180025095e-35 0.62211875780133752 0.94170239728407068 0.34470978700861038 -0.094155728826473509 -0.45497734024656833 -0.71693843586677841 0.95688614287810314 0.23611066650074472 0.17767018163809203 -0.44899544734167229 -0.62314278622779262 -0.30577066801761243 0.44527658135417753 2.1349806934485605 -0.95342879297703587 -0.54544881628266473 0.64252989808173544 0.14860921938669633 0.38951608599244769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 5 -5 -7 -8 9 10 11 -2 15 17 -15 19 -17 -14 -19 20 24 27 23 -21 -13 -26 -20 -22 29 -23
right_child=1 2 3 4 -6 6 7 -9 -10 -11 -12 12 13 14 -16 16 -18 18 26 22 21 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.660671107731901e-05 -2.7923159576512092e-06 -0.00082627876406946086 -1.4959768488319506e-05 -0.00016830688139284853 -7.8409678179657669e-05 0.00010927730802894132 -0.00044605895850374441 9.9149495447426055e-05 7.95056617674376e-06 -0.00012488136802263805 -9.888013340800158e-05 0.00021320742155089053 0.001081114285525673 -0.00048882244701791431 0.00022313339984340557 2.8229169500998053e-05 -0.00021058966452255443 0.00030676566546198551 0.00033287977368015283 -0.00015403381870316156 -0.00047531597777131544 -0.00019312713168209751 -0.00033415440286260528 0.00038733375295564739 0.0013098508980706064 -0.00033357193044521979 -0.00052165759414376069 0.00016609775475571556 0.00026415765698516673 0.00022719973172696258
leaf_count=29559 113542 143 46157 1377 4390 19959 519 535 62515 19414 24263 4301 149 816 503 3794 15146 2316 192 1482 1546 2932 2199 596 41 727 446 312 1100 960
internal_value=0 -0.0142389 0.0114803 0.0129998 0.0553496 0.0824005 0.0966888 -0.163356 -0.0233576 -0.0364459 -0.0290704 -0.020466 -0.0661779 0.131206 -0.183915 -0.0944079 -0.162369 0.256105 0.206489 -0.0215633 0.029435 -0.071636 -0.168867 0.0277372 0.159354 -0.222264 -0.214495 -0.343672 0.0101543 -0.0730109
internal_count=361931 332372 73080 72937 26780 22390 21013 1054 259292 196777 177363 153100 39558 4422 1319 35136 18940 3103 2954 16196 11919 6850 4277 2078 5069 768 638 1858 4992 3892
shrinkage=0.000980392


Tree=5763
num_leaves=31
num_cat=0
split_feature=728 813 761 825 814 426 1394 76 1467 947 427 333 969 1458 1117 829 166 486 1392 1172 789 558 520 578 219 708 710 565 924 1
split_gain=7.77706 10.9083 12.7838 13.9863 13.6268 15.1938 14.6957 15.6392 14.3587 13.1081 12.7684 11.8445 16.5966 15.1981 13.0301 12.7822 12.6503 12.6413 12.8836 13.0508 12.9112 12.0349 17.6193 16.8693 18.258 16.8223 19.6121 16.1863 15.9282 20.2821
threshold=1.0000000180025095e-35 2.1641256470006294 1.0276650963282175 -0.70295162464487337 1.0187812850078712 0.32901110632456348 -0.88296777336692689 1.4906252261363793 1.5815791658356655 1.641280574724302 1.2769327909566524 1.0308016862606064 -0.12121415997224265 0.54981579158566052 0.93400832659227973 -0.64994327110632744 3.2540194238425886 1.0956592139100656 0.22266525037619536 -0.67992675414318726 1.1248358748350926 -0.38996390488416172 0.36261737619423173 -0.87905496296652397 1.4551546969716285 1.4982018437758742 1.3536697095467554 -1.0261903879747554 -0.47616786664303151 1.2851604347780432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 -3 6 -6 10 8 9 -8 -5 21 16 17 15 -15 -13 -14 19 -19 -20 -2 27 -24 25 26 -25 -23 29 -29
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 -12 12 13 14 -16 -17 -18 18 20 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00021687530510723112 -2.1360226744753607e-05 0.018430584199958463 -0.018917447703556366 -0.028255396253819672 -0.064370661561445927 -0.0053660797811067749 0.0051673574197084599 0.053509689434228708 0.043763266126071301 -0.053788840802113193 0.055355943811344954 -0.0041320730212743564 0.014970555050597804 -0.041394772986992921 -0.061257515615885987 0.0091989518872574848 0.069369425337761456 -0.056731345787277676 -0.054499396443042893 0.02849804391269933 0.034293164246659215 -0.013348154703688093 0.010724334302736879 -0.006018061258535802 -0.023636404163472121 -0.027576979023655124 0.052057667681811706 0.0011272177079997823 -0.0026513145892787466 0.018674646430722256
leaf_count=252841 41182 922 291 275 93 243 2148 88 104 49 25 2896 2472 84 66 264 35 36 118 129 22 2583 796 11381 1231 844 78 10335 28763 1537
internal_value=0 -0.0213141 0.0910844 0.124338 0.0494692 -0.419016 0.0991605 0.154381 0.118569 0.0772202 -0.403712 -0.0274236 0.0732332 0.184198 -0.223179 -0.0595411 -0.0646332 0.246265 -0.209754 0.24456 -0.730625 -0.035234 -0.0599644 -0.141154 -0.164702 -0.133327 -0.109866 -0.0334141 -0.0221622 0.0656597
internal_count=361931 109090 4238 3947 3025 336 2689 2389 2301 2197 300 104852 6122 3191 414 348 2931 2777 305 165 140 98730 57548 14330 13534 12303 11459 43218 40635 11872
shrinkage=0.05


Tree=5764
num_leaves=31
num_cat=0
split_feature=852 1238 978 727 141 791 899 333 568 430 911 898 147 905 1182 557 565 1105 98 557 696 284 151 570 759 139 1256 706 1097 341
split_gain=7.78014 16.2999 16.372 16.2833 23.5194 18.0213 25.5207 23.448 17.1092 18.9145 16.9313 14.7473 14.6295 14.6018 16.3571 19.275 14.5232 14.9405 14.3653 15.5202 14.179 14.3064 14.3576 14.0212 13.9394 21.0309 14.7708 15.3953 15.1715 16.8408
threshold=1.0747610123934368 1.3335791531818588 -1.0267170080114913 1.0000000180025095e-35 -1.6109615081460518 1.0000000180025095e-35 -0.38618032224700066 2.9869920577443172 0.95996774647840766 -0.40258525218229868 -0.13413047532264952 2.4363138920613476 -0.7720652028296987 1.6941275270489176 0.16200095082984103 0.64205608529469871 1.889294596756911 -0.94792294944009481 1.0000000180025095e-35 -0.23233800559083265 -0.53099574388912829 -0.54261839572374615 1.4827852592452637 -0.68311370715216868 0.23639383486269802 0.22979381042275779 -0.53596645190737313 0.53604313398111214 1.1728835704300431 -0.6888464262984979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 -5 6 -6 13 10 -10 11 -2 -7 24 15 18 -12 -18 -15 -20 21 -4 -23 -13 26 -26 -8 28 29 -28
right_child=1 2 20 4 5 12 7 -9 9 -11 16 23 -14 14 -16 -17 17 -19 19 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00032992973937648535 0.0029918105490737883 0.0067646597413940357 -0.00014742116784477143 -0.0229076889633377 -0.0058650318243131452 -0.00042769958171515882 0.001183294352195185 -0.028552407693953497 0.019585878046914452 -0.00056664627686900555 -0.0068792450538009134 0.025292168558768747 0.013286943990929665 0.024350206161504535 -0.037339354866193122 -0.047242179143447645 0.060121945715472663 0.0045137697856108957 -0.057748411046636652 0.033347874574030135 -0.0027241221601007099 -0.025838569483347423 0.025383170499014375 -0.047078718649030731 0.0064054517295499616 -0.013250327549586924 0.020381464015818918 -0.0081594244183175197 0.047484391651658277 0.0054220414646248783
leaf_count=316003 6957 2062 820 481 3391 1191 1565 252 1078 1426 7484 45 4023 260 186 79 61 317 62 36 4413 1448 86 192 2887 894 2154 372 165 1541
internal_value=0 0.0258719 -0.0783663 0.0441397 0.0865518 0.0972498 0.0548169 0.10709 -0.00857225 0.167501 -0.0384943 0.0423544 0.204542 0.122982 -0.196997 0.0256139 -0.11394 0.313841 0.234399 -0.492013 -0.138398 -0.307964 -0.450148 -0.58723 0.144447 0.0414958 0.212408 0.27762 0.316777 0.287514
internal_count=361931 45928 8829 37099 19539 19058 13844 10453 17560 2504 15056 7194 5214 10201 623 437 7862 378 358 98 6767 2354 1534 237 9578 3781 5797 4232 3860 3695
shrinkage=0.05


Tree=5765
num_leaves=31
num_cat=0
split_feature=785 519 713 507 660 618 791 636 842 911 89 689 21 816 1450 1469 872 1223 746 1381 1456 1386 81 1458 326 1025 44 710 1109 907
split_gain=12.3459 13.2173 16.4625 20.3591 18.8921 19.8236 20.581 21.564 19.7505 25.0608 18.5882 18.2374 17.9006 17.6975 21.16 23.1069 20.3419 19.6943 20.4522 18.3182 18.2937 18.2429 17.4695 17.1814 16.7237 16.5983 16.5971 16.5646 16.395 16.3673
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 -0.72421686037558375 -1.4147875658213491 1.0000000180025095e-35 -0.068383332646191022 1.1386971735256264 0.47869654671021555 0.45524842711242136 0.72022076402865742 -1.6471741456694959 0.98567350059335823 -0.35262914890079794 1.4275312659207584 3.0757328524286596 1.0000000180025095e-35 1.0000000180025095e-35 0.61467928808618666 0.48268798061829216 -0.52241159457528019 -1.0858310410073024 1.2266917252276917 1.6390506412245707 2.9844287549711388 1.9036337516570463 -0.92922738563677476 3.0689548537506179 0.20228200533734944
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 24 8 10 -7 -10 -8 29 -6 16 -15 17 19 18 -16 20 -14 26 -19 -20 25 -4 -22 -26 -21 -5
right_child=1 -3 4 11 12 6 7 -9 9 -11 -12 -13 13 14 15 -17 -18 22 23 28 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-1.1344093045011911e-06 -3.7349886553685849e-05 1.7318089731735345e-06 -0.00020053624878846245 3.9707503942299197e-05 0.0001141741549392011 -2.4907610218672718e-05 1.7113928036062471e-05 0.00012006153752766004 -0.00032048834902505046 8.9627861535022889e-06 -0.00026006954173076873 -0.00014664763040320665 -6.6255327891929843e-05 -9.2678900522690037e-05 -0.0001940816709189641 0.00030553899098063772 0.00018498387201514656 -0.00050880872139747856 7.2541093040612956e-05 -0.0001442422814430525 -7.5256146647342109e-05 -0.00019825205442286484 0.00010351427182492037 -0.00044392637863175196 -0.0014749308094135086 0.00086341298974576173 0.00044246010993060925 0.00044140955844895817 -0.00076940854889553652 0.00025997355079924279
leaf_count=29559 48226 21518 8038 3684 3490 34183 5822 9374 2871 1824 1855 1436 100651 14866 5200 1287 1258 298 3308 31449 7395 14301 5984 312 26 134 346 306 372 2558
internal_value=0 -0.0503322 -0.0547499 -0.0191618 -0.0634881 -0.0290172 -0.0156538 0.0511216 -0.0450674 -0.183158 -0.0432115 0.0838677 -0.0763829 -0.0793839 -0.0308923 0.0242021 -0.0913665 -0.000649409 -0.0778104 -0.0943406 -0.0814384 -0.14806 0.0850789 0.030821 -0.157221 -0.189386 -0.0493314 0.318814 -0.153091 0.132086
internal_count=361931 332372 310854 55904 254950 64433 55929 17051 38878 4695 7677 7678 190517 187027 31255 16389 155772 15102 8820 154514 122693 22042 6282 3620 8504 8172 7741 332 31821 6242
shrinkage=0.000980392


Tree=5766
num_leaves=31
num_cat=0
split_feature=785 885 718 930 545 1218 1148 608 790 657 486 694 1386 979 1390 499 962 558 659 355 1062 1117 705 689 1108 153 1374 1457 583 1375
split_gain=14.3811 12.9787 18.7502 30.3962 24.156 21.899 21.2459 21.902 30.197 19.9424 21.1002 19.0776 18.8726 19.593 19.4161 20.2538 17.8942 21.3127 19.5738 18.757 17.7575 17.6234 17.3202 17.066 17.3545 21.3142 16.884 16.802 16.5474 21.0087
threshold=-0.86283290253235112 0.35018306414905159 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 3.9048232315577729 3.073785392405322 0.66665475971017707 1.8618223311409718 0.72755686970153477 1.7063927532316903 0.75024505646995632 0.37625148072740094 1.0512052939106304 -0.97986167291695836 0.32606609528600677 0.78457125397875782 -0.72348834783181692 0.62821384419828064 1.6323240847269647 0.40371806048386877 1.0007360560485064 -2.0693824626078556 -0.4288425582216272 0.80365406586750676 0.41158580828570784 0.18367117672468336 4.7787224532167558 -0.55326332990463356 2.3417410381969046
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 11 6 7 12 28 10 22 -4 13 14 -2 21 18 -18 -14 -19 -10 -16 -6 -5 -25 26 -26 -3 -9 -30
right_child=1 27 3 23 9 -7 -8 8 20 -11 -12 -13 16 -15 15 -17 17 19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=3.7632219596890261e-05 6.7290052431619513e-05 4.7139600200599466e-06 0.00024782468943454196 -0.00014516890762869523 -6.6688244959846253e-05 0.00028538449724201971 0.00018395331189343392 -9.6461573704718223e-05 0.00025750469109024859 -9.1349468768644245e-05 0.0006018382035715285 -2.5601106582164377e-05 -5.3219031922393643e-05 -0.00012314055622301203 8.0967549244419493e-06 -0.00010134185177223689 -4.5712296497931572e-06 -0.00030827267474581744 -0.00026182165847394548 0.00016187619213799142 -0.00010682003241551398 -0.00012261037018683964 0.00022236708215624159 -3.8109539111133038e-05 8.7442266361541609e-05 -0.00018685314858567142 0.00045298070474791065 0.00041061518209456683 3.1361854139878258e-05 -0.00024392755649213906
leaf_count=29559 12246 97005 1484 6131 1331 909 2047 9345 3103 1270 508 11777 28305 14521 44212 23329 3971 8859 3411 746 804 7494 5607 15649 1727 925 1231 426 22139 1860
internal_value=0 -0.0145389 -0.0251364 0.0161704 0.0804926 -0.0370404 -0.039295 -0.0424795 0.00541649 0.167266 0.210532 0.00996851 -0.058252 -0.0393112 -0.0245846 -0.040399 -0.103937 -0.200666 -0.0749968 -0.274533 0.188212 -0.0118342 0.176062 -0.0392247 -0.00501706 0.141973 0.240142 0.00698078 -0.017584 0.014515
internal_count=361931 332372 234941 47640 21977 187301 186392 184345 37251 8716 7446 13261 147094 101802 87281 75035 45292 13576 31716 9605 3907 51706 6938 25663 19532 3883 2958 97431 33344 23999
shrinkage=0.000980392


Tree=5767
num_leaves=31
num_cat=0
split_feature=785 885 1449 1455 539 1377 1002 1450 1176 1061 1004 572 1454 1467 697 1118 21 1185 294 1028 836 434 1313 468 497 1387 718 930 545 1356
split_gain=10.6562 11.4416 16.8911 25.8008 17.8865 16.2693 16.3493 16.6731 16.8178 16.3896 20.1254 19.006 18.4311 16.2329 15.9015 15.7437 15.6634 15.4531 16.0302 15.3327 15.2397 14.821 18.8923 15.0642 14.7914 14.739 14.6935 27.0486 23.0188 21.2025
threshold=-0.86283290253235112 0.35018306414905159 1.2624102624837521 1.3837091346444212 1.0000000180025095e-35 -1.0606629817441902 -0.32459312438081372 0.25736028940779887 0.54032782744357311 -0.87357009987099121 0.59444477453878863 -0.80326163028523578 0.83666458647197584 3.0124991923077498 0.14202082242507755 0.37493962751553139 -3.9164670491403295 2.5744688783126342 -0.93296500049690056 0.85792094380938277 0.21583114853590127 -0.64180466891066812 0.23824169902692485 1.0000000180025095e-35 -1.0851437313241534 -1.0773099224353142 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 2.8409731090507102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 5 24 -5 -3 7 8 -7 10 19 12 -11 -13 -6 25 -2 18 -9 -8 -14 22 -12 -23 -4 -15 29 28 -28 -18
right_child=1 2 3 4 14 6 9 17 -10 11 21 13 20 15 -16 -17 26 -19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.2664514138954329e-05 0.00040250224308879969 -7.3217873371778693e-05 -0.00026563649095623972 -0.00058158752418943096 0.00018743235479750403 0.00011980075456290238 0.00027470263736887002 -0.00062811599123980503 -2.2013040462342763e-05 0.0001293177384633344 0.00022175129311886274 -5.1850204740454909e-05 -0.00054552915533128473 -0.0010553003421327532 -0.00063214719421820337 -0.00034160659067374358 -3.7047288838031468e-05 -0.00071087647219393493 -6.6397412714033254e-06 -0.00021650019758513473 6.7499332367157016e-05 4.6572818140764324e-05 -0.00067377130766974568 0.00049662782847881401 0.00017134009981740428 0.00076461289554373717 5.0989226122803449e-06 -3.8184381214139458e-05 0.00015592436509375766 0.00014380391396924563
leaf_count=29559 487 15640 529 486 432 16475 403 260 5421 5346 318 35202 420 29 134 105 183929 183 6219 1058 359 482 169 1027 6476 258 13218 25611 8691 3005
internal_value=0 -0.0123008 0.00792597 0.103667 -0.222335 -0.00149154 0.0115412 0.0546721 0.084954 -0.0146407 0.128462 -0.0273533 0.0861367 -0.0475933 0.00506298 0.389094 -0.0222689 -0.0460061 -0.0280113 -0.0738399 -0.235444 0.263805 -0.0659436 0.365863 0.15084 0.642901 -0.0232209 0.0134083 0.0742031 -0.0337967
internal_count=361931 332372 97431 8057 1052 89374 73734 28558 21896 45176 3457 41719 6125 35594 566 392 234941 6662 6479 1461 779 1996 487 1509 7005 287 234454 47520 21909 186934
shrinkage=0.000980392


Tree=5768
num_leaves=31
num_cat=0
split_feature=785 885 1457 718 930 694 1218 1148 608 790 1386 979 1390 499 1117 347 1062 689 1108 153 962 558 659 355 1374 583 1375 656 486 488
split_gain=16.083 11.8345 16.2273 15.9498 27.3134 22.4462 20.7699 20.1574 21.5557 28.8963 18.8341 19.4187 19.6981 21.0711 17.9777 17.9289 17.723 17.3608 17.3694 21.3372 17.3059 21.1046 19.3525 18.7682 17.118 16.5021 20.7789 16.4774 16.3977 16.2685
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 1.0159173274103563 1.0000000180025095e-35 1.2615335103024639 3.9048232315577729 3.073785392405322 0.66665475971017707 1.8618223311409718 0.37625148072740094 1.0512052939106304 -0.97986167291695836 0.32606609528600677 1.0007360560485064 -0.48734101565807414 0.40371806048386877 -0.4288425582216272 0.80365406586750676 0.41158580828570784 0.78457125397875782 -0.72348834783181692 0.62821384419828064 1.6323240847269647 0.18367117672468336 -0.55326332990463356 2.3417410381969046 1.1531745555288282 1.7878238918079068 0.20263000255482863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 15 7 8 10 25 11 12 -2 14 -14 -5 -11 -6 -19 24 22 -22 -12 -23 -20 -10 27 -27 -7 -15
right_child=1 2 -4 4 17 28 -8 -9 9 16 20 -13 13 29 -16 -17 -18 18 19 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.0935232480058242e-05 6.9874599494709492e-05 4.1417782621757594e-06 0.00040369531220810136 2.5730901600984827e-06 -0.00014569328072386829 -2.1019651298902049e-06 0.00027891983647286317 0.00018003930789451308 -9.4473899679631807e-05 0.00025511873827230308 -5.1848231099095009e-05 -0.00012090577443144549 1.0653212393405075e-05 -4.9855572136452685e-05 -0.00012145598032532327 0.00024891626934294033 -0.00010892766246246179 -3.7388170929742842e-05 8.7467046414361146e-05 -0.00018626621697762956 -1.9286035627191039e-06 -0.00030470485571484863 -0.00025950376756361321 0.00016630253012432774 0.00045584781155934886 5.2934708690811349e-05 -0.00024095297223439383 -0.00015450872206055718 0.00029804990075236228 -0.00018819251229709806
leaf_count=29559 12246 97005 426 2350 6131 14098 909 2047 9345 3103 28305 14521 44212 14827 7494 4640 804 15649 1727 925 3971 8859 3411 746 1231 19958 1860 2181 889 8502
internal_value=0 -0.0141963 0.00635759 -0.024325 0.0137839 0.0747494 -0.0353158 -0.0375131 -0.0406181 0.00693357 -0.0562775 -0.0373447 -0.0226749 -0.0386173 -0.00944885 0.178946 0.185805 -0.0387744 -0.00424489 0.14291 -0.101959 -0.197219 -0.0734878 -0.270836 0.24122 -0.0155932 0.0164844 0.0338643 0.0201631 -0.102865
internal_count=361931 332372 97431 234941 47640 21977 187301 186392 184345 37251 147094 101802 87281 75035 51706 6990 3907 25663 19532 3883 45292 13576 31716 9605 2958 33344 23999 22139 14987 23329
shrinkage=0.000980392


Tree=5769
num_leaves=31
num_cat=0
split_feature=785 713 885 1449 1455 718 930 694 1356 941 608 790 1148 347 1386 1117 499 1384 710 263 682 1062 760 962 558 659 355 486 1465 125
split_gain=13.1506 11.2847 11.0906 16.8857 25.7104 16.8423 28.6878 22.4462 21.3188 26.3455 21.0698 27.2382 22.9178 17.9476 17.5279 18.8475 20.6716 24.552 18.7868 17.3701 18.1936 17.1535 17.0468 16.7925 20.3507 19.8717 18.1518 16.6663 16.6311 16.574
threshold=-0.86283290253235112 1.0000000180025095e-35 0.35018306414905159 1.2624102624837521 1.2270625707982405 1.0159173274103563 1.0000000180025095e-35 1.2615335103024639 2.8409731090507102 1.0000000180025095e-35 0.66665475971017707 1.8618223311409718 3.073785392405322 -0.48734101565807414 0.37625148072740094 1.0185301172368335 0.3475617514026495 -0.67847817238530383 -0.66907650027014964 3.611231359429866 1.3140755578960717 0.40371806048386877 2.6142965358409875 0.78457125397875782 -0.72348834783181692 0.62821384419828064 1.6323240847269647 1.7878238918079068 2.873316917895123 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 8 7 13 10 -10 12 -12 14 -7 15 16 18 -18 -2 20 -8 -13 -22 25 -25 28 -26 -9 -16 -6
right_child=2 -3 3 4 29 6 19 27 9 -11 11 21 -14 -15 23 -17 17 -19 -20 -21 22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00010304978522685185 7.0533803123154674e-05 4.9897621811499358e-05 -3.2873252811836583e-06 0.00015145370530117555 -0.00049622513205289345 5.6314651457765279e-06 -7.9148596113188998e-05 8.9265230834573794e-07 -9.1754561682186428e-05 0.00031190228821402689 -1.3350678378206331e-05 0.00025185117188870833 0.00020321124543151546 0.00025214521365789189 -6.1417102333912189e-05 -0.00012078257751264495 3.1535794185082595e-05 -0.00013610069783022641 -2.7788711738431987e-05 -0.00079628545885797742 6.740042433360982e-05 -0.0001075318906447858 -0.00053012209649232938 -4.6016076720915202e-06 -0.00030246026447954704 -0.00026435782654053063 0.00016187866456970448 0.00030350137086706998 0.00034728228738881676 1.2828603565297888e-05
leaf_count=3144 17494 26415 89374 6748 610 2350 16344 14098 1308 1704 33264 3070 1687 4640 27419 14756 7398 18716 42273 125 8839 800 355 3960 8823 3367 742 889 520 699
internal_value=0 0.036791 -0.0138417 0.00605304 0.101691 -0.0236457 0.0155175 0.0780192 -0.0349362 0.145795 -0.0389259 0.00819352 -0.0543837 0.182215 -0.0584048 -0.039984 -0.0250412 -0.0856067 0.00152005 -0.0383315 -0.0334295 0.182958 0.0511046 -0.10276 -0.196644 -0.0743458 -0.269135 0.0234115 -0.0532894 -0.188061
internal_count=361931 29559 332372 97431 8057 234941 47640 21977 187301 3012 184289 37134 147155 6990 145468 100637 85881 26114 59767 25663 25538 3870 9194 44831 13525 31306 9565 14987 27939 1309
shrinkage=0.000980392


Tree=5770
num_leaves=31
num_cat=0
split_feature=785 885 1449 1455 125 1466 683 1377 1002 1450 1176 1061 1004 572 1454 1467 1118 1075 1185 294 1028 836 1387 434 1313 468 490 874 564 641
split_gain=12.7352 12.7366 17.2215 25.8773 16.6134 17.8227 17.7358 16.5047 16.492 16.5868 16.5885 16.3727 20.0347 19.2875 18.3532 16.3331 15.7951 15.6993 15.3465 16.0291 15.2787 15.0665 14.7452 14.7304 18.8994 14.8193 14.5211 14.4176 14.2786 20.5613
threshold=-0.86283290253235112 0.35018306414905159 1.2624102624837521 1.2270625707982405 1.0000000180025095e-35 1.4808384683488722 -1.07329023030195 -1.0606629817441902 -0.32459312438081372 0.25736028940779887 0.54032782744357311 -0.87357009987099121 0.59444477453878863 -0.80326163028523578 0.83666458647197584 3.0124991923077498 0.37493962751553139 0.50369288897393738 2.5744688783126342 -0.93296500049690056 0.85792094380938277 0.21583114853590127 -1.0773099224353142 -0.64180466891066812 0.23824169902692485 1.0000000180025095e-35 -0.65066606674684668 1.0000000180025095e-35 0.56085344639540624 -0.74708547573477524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 6 17 -5 -3 9 10 28 12 20 14 -13 -15 22 -6 19 -11 -10 -16 -17 24 26 27 -14 -25 -9 -30
right_child=1 2 3 4 5 -7 -8 8 11 18 -12 13 23 15 21 16 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=3.4422865674137513e-05 -2.4690885107734107e-05 -7.4981120995118309e-05 0.00015310671902954903 0.00064711502327427462 0.00025028793528053528 -0.00067780699174215778 -0.00064458754263026197 0.00016537839458276334 0.00027278787448976226 -0.00062798704261241391 -2.2419994848994959e-05 0.0001285859508367553 0.00070866303046610794 -5.3316529094176582e-05 -0.00054314827716644141 -0.0010558962548943142 -0.00034209698917920172 -0.0012783550925578307 -0.00070858044882653821 -7.494567881105155e-06 -0.00021702354467628988 6.5798852113902885e-05 0.0007639440349950416 0.00023301894637881758 -0.00067391304484370009 0.0004929756711691014 -0.00018241114627900711 -0.00067453113287831916 0.00030573010940269268 -4.1878947137853784e-05
leaf_count=29559 234941 15640 6748 70 526 140 540 10975 403 260 5421 5346 131 35202 420 29 105 33 183 6219 1058 359 258 362 169 1027 187 120 1009 4491
internal_value=0 -0.0146826 0.00663743 0.103215 -0.187483 0.0139276 -0.505916 -0.00286118 0.0102555 0.0535268 0.0836963 -0.0160162 0.126873 -0.0287099 0.0855208 -0.0490766 0.388409 0.173186 -0.0467904 -0.0288734 -0.0747627 -0.235062 0.642473 0.261787 -0.0665967 0.363449 0.225268 0.0479012 0.120642 0.0256494
internal_count=361931 332372 97431 8057 1309 699 610 89374 73734 28558 21896 45176 3457 41719 6125 35594 392 559 6662 6479 1461 779 287 1996 487 1509 318 482 16475 5500
shrinkage=0.000980392


Tree=5771
num_leaves=31
num_cat=0
split_feature=125 858 816 471 671 1053 1326 841 582 82 1177 422 1252 208 568 1397 978 844 1452 760 80 561 761 86 908 1389 341 773 683 1464
split_gain=7.85876 14.2298 16.5075 17.9948 15.4943 13.3358 13.3326 14.6615 13.7198 16.5342 15.4489 14.5804 14.2842 13.054 16.6779 12.8817 12.6764 12.6223 12.4692 17.7794 14.9179 14.8792 13.0265 14.4137 13.3482 12.7232 13.4226 15.0805 12.7297 12.7091
threshold=1.5320262332576917 1.0825608069246189 3.5381764998161844 1.0000000180025095e-35 3.6299308178198681 1.7516818335436539 -1.3019772441295003 1.8262069442726403 0.55744534610710572 2.2490928309343166 -0.91219950698799612 1.2729137713814749 0.96451267789910078 -0.1926168610117667 -1.3060859784749599 -0.29958091730928593 0.79548289505082359 -0.44707609622613226 -0.45735874272206839 0.22959754479031816 -1.2764910208305131 1.2635589662407305 0.37481037283940161 0.47970981794002426 0.61247208600616554 2.2959443980814522 -0.39812310024353242 0.43762604779477182 0.4759180559620711 -0.46204076373648789
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 18 -2 13 8 10 12 -8 -12 15 14 -3 -10 -17 -14 25 20 -20 22 -21 24 -24 26 -5 28 -28 -22
right_child=1 6 -4 4 -6 -7 7 -9 9 -11 11 -13 17 -15 -16 16 -18 -19 19 21 29 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00034751119084433789 0.00030031016933734436 0.078699234764758791 -0.020334191568256804 0.0069998799171645566 -0.072737327246074096 -0.016572139471728517 0.023147028789541439 -0.056062829164049671 -0.034968819526822764 0.068563300294949003 0.00025993378316149822 -0.027402914198161578 0.039042349926645875 0.049580350769041714 -0.020496366272678718 -0.0023119120369643519 -0.048427978050167304 -0.018281696955316392 -0.02018818213157406 -0.015689848740463568 0.00015844328498819992 0.02600491135351217 0.00087521962876401188 -0.032832672569378267 0.043364608695614135 -0.02744117989305548 -0.0020423609292305562 0.035989697535742236 0.022180605278507536 0.010558413379045463
leaf_count=335155 9075 20 335 3784 31 742 267 77 479 24 1421 283 82 96 123 419 88 100 280 1185 2105 147 267 91 109 114 483 394 585 3570
internal_value=0 0.03225 0.0518709 0.0592464 0.10892 -0.0161684 -0.0967174 -0.132571 -0.111171 -0.296685 -0.00213547 -0.0798946 -0.336166 0.404058 -0.0437586 -0.440204 -0.199899 0.223605 0.112341 0.0576924 0.113085 -0.130256 -0.189108 0.103954 0.282053 0.1913 0.205844 0.381697 0.240456 0.134967
internal_count=361931 26776 23297 22962 13145 9817 3479 3240 3163 1192 1971 1704 1168 239 143 986 507 182 13114 7754 5955 1799 1652 467 376 5360 5246 1462 1068 5675
shrinkage=0.05


Tree=5772
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 1443 852 804 507 791 746 809 289 651 1437 86 1324 917 578 1459 1041 566 13 773 1311 493 581 854 797 84
split_gain=13.0082 12.8528 16.568 19.3111 40.9433 19.8704 22.5788 22.7089 18.8836 18.2219 29.2873 21.2174 20.0987 19.2526 19.1525 17.7291 17.6978 17.6163 17.9381 17.4803 16.9811 16.9745 16.8534 16.9882 17.7454 16.7339 17.306 16.5072 69.0821 18.1638
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.593744732512876 1.0747610123934368 2.2521318533151415 0.65809631222906606 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.1107569744011787 1.4266783389745494 1.4680215992272687 0.70036819076278212 -1.2149334638529161 1.1070026357714988 -0.06045160922923843 1.8123759085271225 2.2401583428922476 -0.17189113104522832 0.30711866236834834 0.052484712102878438 2.0435551016551368 0.82499989687732411 -0.87473648844905705 0.63961785378869596 -0.010139945829889745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 9 5 6 7 15 -2 27 11 12 -11 19 16 20 17 -13 -19 22 21 -5 23 -14 -25 -21 -27 28 29 -4
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12 14 13 -15 -16 -17 -18 18 -20 25 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=3.57660330412531e-05 -4.2578796874530094e-06 3.6769572137609702e-05 -0.0002379209580656106 -4.5228191179879742e-05 0.00026063165507361492 -0.00012276572975218207 0.00016173972627659159 0.00023103739692215952 9.7772953771283006e-05 -0.00027822568411485824 0.00010146120962748214 0.0004324315230686504 -0.00011419594507938476 0.00028973640370532391 0.00022790567617921869 -0.00028445715159809834 -0.00011089425084683668 -1.2964546424486988e-06 0.00027688271721039312 -6.1109967969920224e-06 0.00032725885217516521 0.00033091559420824092 -0.00022375647597485624 -5.7293219832884462e-05 0.00055256042109970579 0.00086059246781405732 -0.00078914816478907978 -5.8542267488108828e-05 0.00025960304668195259 -2.7410961739487416e-06
leaf_count=29559 48652 21518 3436 15543 3065 6902 4478 1535 10531 5765 10171 592 4710 765 1630 1655 6412 19385 1488 8084 728 548 7692 726 566 257 85 138027 3633 3793
internal_value=0 -0.0138808 -0.0182799 -0.0274481 0.023666 -0.00329265 0.0255869 -0.00991768 0.0162231 -0.0365783 -0.00239234 -0.028011 -0.0894602 -0.0591569 0.0117065 -0.0353488 -0.00472351 0.0284996 0.0171488 -0.0775409 -0.0142314 -0.0302664 -0.142136 -0.0256758 0.236189 0.0188628 0.610914 -0.0517605 0.0336183 -0.110635
internal_count=361931 332372 310854 251671 34454 31389 24487 20009 59183 217217 68328 58157 28650 22885 29507 18474 27877 21465 20873 22120 16819 16091 13694 6002 1292 8426 342 148889 10862 7229
shrinkage=0.000980392


Tree=5773
num_leaves=31
num_cat=0
split_feature=470 464 678 1185 1313 468 671 982 785 1038 549 82 764 127 2 708 1396 89 1185 841 1173 704 1465 1114 1116 1329 208 1470 348 217
split_gain=11.8409 17.256 14.3075 17.7252 17.843 20.7595 17.131 17.0501 18.3649 16.5589 16.5256 15.5431 15.0742 14.7378 14.5436 16.9557 14.4752 14.3343 16.4271 14.2077 15.3161 18.6975 19.1173 19.1192 17.2048 14.9044 14.9501 14.8962 15.1677 14.5954
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.104114706617066 0.15848110904979815 0.44075178722957481 0.66766422009387627 -1.250993462477682 2.9970139449733542 1.9327848824679486 -1.3900695809707992 -1.7065772409431401 0.18720899096322638 1.0000000180025095e-35 -0.59345477900422261 -0.015876348694343723 -1.6401558977912634 0.26663055571093947 0.62405666195676079 1.1852833700879959 2.437247391288011 1.4136318011682978 0.18254151478801925 0.30769030765026967 -0.86231057954366108 1.7655840558356541 -1.1065863570895329 -0.67653020368304262 1.2469007043370424 0.73433384641162591
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 6 9 -5 14 16 -6 17 12 -2 -10 -8 -16 -9 -7 -19 20 -13 22 23 24 -22 -21 -27 -24 -29 -28
right_child=2 -3 3 4 5 10 7 8 13 -11 -12 19 -14 -15 15 -17 -18 18 -20 25 21 -23 27 -25 -26 26 29 28 -30 -31
leaf_value=-5.7592320683179488e-05 4.3978419844313081e-05 -5.0543499251735187e-06 -0.00010710079409032833 1.8374137608650712e-05 2.0267633283645716e-05 -0.00041457485650791946 -0.00025554438260606333 -0.00093677798689360641 -0.00011138151193871796 0.00026239539632282369 0.00016524070201612862 -2.0299883356134459e-05 0.00039949321884098521 0.00089579992612464515 0.00079727896203117792 -0.00056022161359577745 -0.00010782093342656023 -8.0839566799383296e-05 0.0014296628003784987 -0.00012726287880978954 -0.00046841025930653891 -0.00053834072555348752 0.00028911072345387393 0.00080009779257133879 0.00037842700368297252 0.0014988392142056106 -0.00014777793552024786 -0.00064688465192892157 0.00089911099296097934 0.00068580839970203947
leaf_count=80814 2844 89765 6370 48655 27115 472 151 123 117 1295 9127 72405 923 134 236 57 8553 135 42 9982 189 191 266 456 577 39 375 317 38 168
internal_value=0 -0.0251015 0.00288391 0.0197753 0.0262595 0.0621835 0.00163917 -0.082041 -0.102287 0.0322795 0.146804 -0.0202019 0.136871 0.458943 0.332536 0.591756 -0.119183 -0.208036 0.331495 -0.0265849 -0.0149664 0.189515 0.260562 0.429125 0.203689 -0.10867 0.273042 -0.088363 -0.455472 0.150214
internal_count=361931 170579 191352 102582 96212 38186 58026 9371 8927 28410 9776 88770 3767 251 444 293 8676 649 177 85003 74439 2034 1843 1222 766 10564 582 621 355 543
shrinkage=0.000980392


Tree=5774
num_leaves=31
num_cat=0
split_feature=785 519 588 575 635 1382 499 42 641 1106 728 869 660 783 684 134 1356 417 689 689 507 907 1010 566 69 126 1450 138 734 597
split_gain=15.6428 14.1389 14.8857 15.1028 14.5495 14.8539 14.6442 16.6393 16.0155 14.6281 14.5153 19.6789 19.7286 18.4582 22.8846 20.5323 19.764 19.0499 17.4785 23.4838 24.811 17.8054 18.3456 17.474 17.2095 16.6517 20.4466 22.5593 19.7408 30.0557
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 -0.73395965499931781 0.79742370641959626 0.0090051675655271005 2.1588699350178979 -0.6557877877285726 0.3363032171123766 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.0732212767954836 1.1866119401304767 1.0000000180025095e-35 1.0000000180025095e-35 0.79743367681248667 -0.64429193114355554 0.72022076402865742 1.0941628986121894 0.30129631570633514 1.9615424434015647 2.1059719136688364 -1.6556599328736439 0.70880289725806289 -0.68105566923231198 -0.44390300095582519 0.85494804639094091 1.3592535390735871
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 4 5 -3 9 8 -8 -6 18 12 13 15 16 -12 17 -15 24 20 -20 22 -22 -13 -2 28 -27 -28 -14 -30
right_child=1 2 -4 -5 6 -7 7 -9 -10 -11 11 23 25 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=3.7732562275084644e-05 0.00041707097785811221 -0.00036471626028807864 0.00014600129511224016 6.2883850664535666e-05 -3.8870255942209808e-05 0.00019533393394102083 0.00012256263473559354 0.0010307899632921072 -0.00032834559623222019 0.00023566009123237471 0.00026284285368290134 -7.0611928189721012e-05 -6.2760406486569314e-05 -4.2527437562906469e-05 -0.00017891974316926331 -3.8060498320669225e-05 0.00010230991889992792 0.00012698329851547517 3.2201081557410855e-05 -6.4911879393528919e-05 0.0001646783382259128 0.00035482368498637783 -0.00028391935613931313 0.00010186317988524598 -7.9072278168364541e-05 -9.8108845423615815e-05 -8.1334219735214607e-05 9.1499511527931422e-05 -1.6901102230825984e-05 0.00025579548289426934
leaf_count=29559 375 1359 4398 9681 2568 286 476 45 1424 1281 2915 82198 80985 19420 3880 2080 10421 3833 30542 11077 2665 1907 461 3066 12156 6171 5090 15725 13720 2167
internal_value=0 -0.0166226 0.0372246 0.0075567 -0.067643 -0.26522 -0.0193223 -0.177376 -0.211535 0.0563435 -0.021229 -0.0298014 -0.015719 0.0264558 0.00896192 0.157653 0.025806 -0.0127711 0.0110171 0.0316815 0.059296 0.197728 0.0979655 -0.0634879 -0.0656816 -0.0317096 0.0177569 0.0514377 -0.0475797 0.0272114
internal_count=361931 332372 21518 17120 7439 1645 5794 1945 1900 3849 310854 251671 166407 42549 37554 4995 33674 23253 59183 46652 35575 5033 3126 85264 12531 123858 26986 20815 96872 15887
shrinkage=0.000980392


Tree=5775
num_leaves=31
num_cat=0
split_feature=785 728 519 713 507 921 783 1443 830 657 86 1321 791 746 1016 660 1458 1186 913 854 797 84 797 965 772 452 600 414 80 399
split_gain=14.6382 12.5349 12.237 17.345 22.811 19.5379 39.7784 19.8325 22.0765 18.2373 17.9251 17.1545 16.5551 28.3485 22.0358 19.3942 20.4248 18.6387 18.8906 16.7747 67.9755 17.8477 17.6402 21.3186 17.0426 16.8839 16.9525 16.7953 21.4518 17.989
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.0525743831388839 2.2099560249315608 1.593744732512876 1.1772556469648097 2.2603408215975165 1.4051290313271714 -1.3042131388503162 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.72421686037558375 -0.24405659694353735 1.9208245859831397 -0.72170831354053944 -0.87473648844905705 0.63961785378869596 -0.010139945829889745 0.63961785378869596 -0.45591238426429986 0.94391587442470348 1.0000000180025095e-35 1.0000000180025095e-35 0.69970882891009956 -0.7961302373238599 1.2961422998928038
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 12 7 8 10 -6 -7 -10 19 14 15 -14 -17 -18 -19 20 21 -5 24 27 -21 -26 -27 29 -29 -24
right_child=2 -3 -4 5 9 6 -8 -9 11 -11 -12 -13 13 -15 -16 16 17 18 -20 22 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.00010041497310106814 -1.573674110134286e-06 5.412524609380089e-05 3.5611824486119814e-05 -0.0002317852713080268 0.00014971298441171955 1.4075762796013601e-05 0.0002571908254570576 -0.00012153664083118855 -0.00056525703525914781 -0.00032365417107240585 -0.0002329975369085907 0.00019813407896315192 2.4719047679474415e-05 9.7690065218977146e-05 1.1194234005904243e-05 -0.00022601172099842706 -7.4864647803392465e-05 -0.00065657147259450574 0.00073683707702622097 -2.7064502861345907e-05 0.0002580660416356494 -7.218041638712245e-07 4.1163416680148324e-05 -0.00015749326023760887 -0.00015951279010075427 7.2270185074199778e-05 -0.00021548214617952361 -0.00071808147940859537 -0.00011502996699692482 -0.00028844307192276607
leaf_count=3396 48226 26163 21518 3481 7248 18817 3076 6926 176 430 1934 3897 7278 10309 29995 11206 9970 93 347 85715 3676 3851 9857 21467 12442 4063 1739 456 3121 1058
internal_value=0 0.0395642 -0.0138356 -0.0181294 0.0185679 -0.0271602 0.0239518 -0.00233315 0.0261825 0.127968 -0.00596769 0.174426 -0.0362612 -0.00387015 -0.0289074 -0.0909491 -0.139068 -0.0480462 0.487267 -0.0505967 0.0348307 -0.106691 -0.0585419 -0.106933 -0.0424206 -0.110245 -0.00439537 -0.0366884 -0.183204 0.0101307
internal_count=361931 29559 332372 310854 55904 254950 34826 31750 24824 7678 20751 4073 220124 69198 58889 28894 21616 10410 440 150926 11008 7332 139918 35959 103959 18244 5802 14492 3577 10915
shrinkage=0.000980392


Tree=5776
num_leaves=31
num_cat=0
split_feature=785 21 747 803 1080 195 320 1465 1323 1382 854 796 797 705 450 1320 974 1182 1181 1323 69 86 543 498 893 1187 588 723 1091 553
split_gain=8.08467 9.22764 13.8072 16.3975 17.7812 16.0064 15.2978 14.9649 16.1777 15.1973 14.8612 39.2447 21.2069 17.8941 17.3771 17.3425 15.7608 15.4363 16.0966 15.4067 19.2083 16.2701 16.6546 15.0653 21.2407 15.5945 14.6599 17.8548 16.3813 22.143
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 1.9682860324222273 3.9810989087578279 1.3909106807663625 3.1329729150046788 -0.56902705540551046 1.5329603479730156 0.70647109499967964 -0.87473648844905705 1.5191488867762273 0.63961785378869596 0.73161970490752004 2.2203088264540187 -1.206375024104315 1.4520894448166455 -1.0494893852645404 -0.4364520767850284 -0.76788633206863777 0.61084144604591328 -0.050384682932224971 1.0000000180025095e-35 0.76359732391387336 1.0853848238542569 1.6706444492367156 2.250834115212506 -1.0570063487222232 1.6904607120771862 -0.81780870394537319
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 10 5 -5 -3 8 -7 -9 11 13 19 16 26 -16 -4 -18 -19 20 -12 22 -22 -23 25 -25 27 -14 -28 -30
right_child=1 2 3 4 -6 7 -8 9 -10 -11 12 -13 14 -15 15 -17 17 18 -20 -21 21 23 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.0016269479456691646 0.00074455029179849885 -0.0020950503730560433 -0.006325062445288715 0.0081818989035176287 -0.046585959173159566 0.021903171378805517 0.010599010496167911 -0.0029631543020298551 -0.073661025240273473 -0.033409825709871561 -0.0059472938817807918 0.014924957266326026 0.0037901123486778587 0.0060386995267530386 -0.038825972497234164 0.0084300506858079449 -0.0770499609675072 -0.02330626550861804 0.036441018001134882 0.00072803917114286907 0.016493042445444819 -0.010622241123965608 -0.028331668756837444 0.0208422659901457 -0.047466176425799339 0.11574007973564682 0.010911238998370005 -0.0061648034624581342 0.023312124823660477 -0.032865497163090639
leaf_count=29559 91008 98844 4911 5468 81 253 1156 574 23 301 12466 2467 2551 3166 97 1798 22 72 219 77354 1406 1380 191 288 99 20 1259 24557 106 235
internal_value=0 -0.00727633 -0.0146424 -0.000726573 0.102862 0.114755 -0.0380337 -0.114443 0.297909 -0.258953 -0.00667857 0.0714053 -0.0142461 -0.00636553 -0.069171 0.123758 -0.0913955 0.361237 0.474903 0.00259384 -0.0707734 0.0912601 0.259156 -0.0805746 0.329332 0.574207 -0.085912 -0.101303 0.10649 -0.29333
internal_count=361931 332372 241364 141364 6700 6619 100000 1151 276 875 134664 10857 123807 8390 30603 1895 5224 313 291 93204 15850 3384 1597 1787 407 308 28708 27108 1600 341
shrinkage=0.05


Tree=5777
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 1437 820 706 56 982 839 1251 60 151 679 1313 974 563 567 446 1452 1149 1454 1191 685 608 689 1470 1322 1424 776 18
split_gain=8.01148 18.311 14.0613 12.9816 16.2497 16.2734 15.8761 15.8727 15.2615 15.8977 15.0821 14.9432 14.7361 14.6412 14.5153 13.4046 14.5515 15.4492 13.2488 17.7148 14.3714 13.6287 18.1104 15.8763 13.244 18.5591 13.6297 13.2535 13.1987 13.5028
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 0.72713696786055593 2.6461010908889477 0.27263426351069292 1.5243871133269826 0.31139291566200605 0.049729482424562106 2.0503905944959846 1.0000000180025095e-35 1.4827852592452637 3.2784954193086415 0.76618084220885874 1.2612349894468322 -1.2720904911601068 -0.69700028249552093 1.4396283576286271 0.43152281373399509 1.0000000180025095e-35 0.59451361664333191 -0.69705589888432218 -0.28986179240580223 1.0000000180025095e-35 0.41500081905592562 0.48642614943585799 0.71572729335100538 0.78977704753698397 2.0984365586671574 -0.21209266855893885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 18 10 -8 9 11 -3 12 24 15 -10 -9 17 -17 21 20 -20 -6 -23 -24 27 26 -26 28 -5 -30
right_child=-2 3 -4 8 5 -7 7 13 14 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0042447098388727102 0.00029724784055655155 -0.00090461445456729037 -0.0031498560202851012 3.9237499858048843e-06 -0.034362607442249525 0.039555224147577644 0.00075679462119480705 0.055219775188316833 0.0066656165371463127 0.024520482222483039 -0.0068300899717437386 -0.016737733449821806 -0.059978581715543801 -0.0072574988472909018 -0.014272416014561556 -0.033641616354480819 0.019271204882340142 0.065081384618640714 0.055261070225963285 -0.034517844715554073 0.0031328060633995618 -0.0096754217689455583 -0.025870047576722923 0.034289637735078815 0.0035954539313926858 -0.021382446624816705 -0.019250897099191356 0.014859345183965948 -0.0037823996693269937 0.057180239331711895
leaf_count=3304 197825 52801 71413 5428 167 254 4129 106 8882 321 9316 694 74 339 433 144 1056 22 161 59 107 546 109 278 1673 760 417 923 94 96
internal_value=0 -0.017159 -0.0521084 0.00347594 -0.0133027 0.214616 -0.0193148 0.0885652 0.0519395 -0.00697775 -0.0320519 -0.0220326 0.00115577 0.265733 0.115031 0.365404 0.302359 -0.358455 0.121995 0.503951 0.72377 -0.0101017 0.0930542 0.466315 0.00755297 -0.11978 -0.0143906 0.0620584 0.0198762 0.608288
internal_count=361931 164106 74717 89389 69594 1681 67913 5796 19795 10480 62117 10159 9465 1667 9315 1328 1222 166 1427 327 268 1100 933 387 9391 2850 2090 6541 5618 190
shrinkage=0.05


Tree=5778
num_leaves=31
num_cat=0
split_feature=785 519 713 507 921 783 1443 762 991 852 689 907 1010 1181 1458 839 657 695 924 833 1368 460 1457 1459 1463 1458 1456 1122 1041 1459
split_gain=13.36 11.7746 17.1442 22.4506 19.0908 40.1354 19.8864 21.9306 18.1147 21.1639 18.1043 16.7769 17.992 17.8673 16.5822 16.4778 16.3483 16.3458 18.5229 17.4592 17.2814 17.2138 16.453 16.4462 20.3837 21.1025 18.3355 18.2017 18.0997 16.5362
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.92095852375103993 1.0000000180025095e-35 0.72022076402865742 0.30129631570633514 1.9615424434015647 0.063867642543219527 1.5460827014339922 2.778493016390716 -0.80522708219444705 2.1097569808217282 1.8999064755685127 -0.80201290801470704 0.70892277612114496 4.3297121247051882 3.1272900881009673 -0.32303709040653633 0.093599294775546141 -0.48054573248838922 0.74049508400456954 0.046189418854665792 0.75765766419251124 0.027245158437713041
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 16 6 7 8 14 -10 11 12 -5 -13 -6 -2 -4 18 20 -20 23 22 -22 24 -18 26 -26 -25 -27 -29
right_child=1 -3 4 10 5 -7 -8 -9 9 -11 -12 13 -14 -15 -16 -17 17 -19 19 -21 21 -23 -24 27 25 28 -28 29 -30 -31
leaf_value=3.6794683641620487e-05 -6.5373129840707016e-06 3.500504436291244e-05 -8.763312132093498e-05 0.00014547334466193554 -4.8028386109493175e-05 0.00025821823000767605 -0.00012190623871029801 0.0002322343797278394 -1.1450091587443391e-05 0.00028806634401762636 -0.00010459145745138335 0.00014059162092859711 -0.00026578001051149024 0.00051069833199996926 0.00024938171764850471 0.00034034910085899568 -0.00010803625989768278 -0.00015848547684711359 0.00027153374936109327 2.6713382092915748e-05 6.5365441994969957e-06 0.0016796496963090584 0.00049177856591921948 4.1933478757802989e-06 -7.0312406609024839e-05 1.8048853659999411e-06 -0.00044870896737184715 1.3589350936121247e-05 0.0002334201641501341 -0.00013429749014126695
leaf_count=29559 47545 21518 36644 3344 17242 3076 6926 2064 2666 1927 1436 1317 533 1048 925 681 40233 5645 1984 11704 35319 42 306 49376 5184 8870 950 7678 2389 13800
internal_value=0 -0.0135076 -0.0177195 0.0187712 -0.026698 0.023836 -0.00256584 0.0260028 0.00354069 0.128027 0.127312 0.1754 0.0880942 0.31938 -0.0312366 -0.00124671 -0.035694 -0.0271527 -0.0232013 0.060117 -0.030642 0.0131046 0.0116142 -0.0450443 -0.0770564 -0.008924 -0.127577 -0.0201474 0.0512792 -0.0843486
internal_count=361931 332372 310854 55904 254950 34826 31750 24824 22760 4593 7678 6242 3877 2365 18167 48226 220124 183480 177835 13688 164147 35667 35625 128480 57626 17393 6134 70854 11259 21478
shrinkage=0.000980392


Tree=5779
num_leaves=31
num_cat=0
split_feature=785 519 588 713 507 921 783 1443 873 830 657 86 566 791 746 809 289 1437 651 222 854 797 84 797 965 772 452 600 414 80
split_gain=13.4323 11.8394 15.6322 15.6261 20.7133 18.9121 38.912 19.6926 21.5596 20.3847 17.9533 16.9681 17.7492 16.4414 27.8229 22.0807 20.5174 18.9021 18.8149 18.0849 16.5954 65.6871 17.9478 16.8287 21.6033 16.8856 16.9269 17.0536 16.6136 21.5929
threshold=-0.86283290253235112 2.1420547332082829 0.71188872395471614 1.0000000180025095e-35 1.0941628986121894 1.0525743831388839 2.2099560249315608 1.593744732512876 2.242218440812676 1.8227892136636004 2.2603408215975165 1.4680215992272687 2.0449780822036492 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 2.014354030516309 -0.87473648844905705 0.63961785378869596 -0.010139945829889745 0.63961785378869596 -0.45591238426429986 0.94391587442470348 1.0000000180025095e-35 1.0000000180025095e-35 0.69970882891009956 -0.7961302373238599
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 13 7 8 9 11 -6 12 -7 20 15 16 -15 -17 19 -18 21 22 -5 25 28 -22 -27 -28 -25 -30
right_child=1 2 -4 5 10 6 -8 -9 -10 -11 -12 -13 -14 14 -16 17 18 -19 -20 -21 23 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=3.8026682734639316e-05 -9.8874475029111196e-07 6.3843634081081471e-06 0.00014860187673704708 -0.00022827547387098917 0.00014407343566295961 -1.5349940976462553e-05 0.00025592988800993675 -0.0001197216900239554 0.00020118180695939352 0.00025722769238661095 -0.00032548928776837173 -0.00024681237418809821 0.00029710230797616138 -0.00027730693298953747 9.8735828836932826e-05 -2.4062253432830251e-06 -9.237726013534332e-05 0.00022853064194882622 0.00028452910888436057 0.00027347583909913617 -2.5334960582065274e-05 0.00025598139456162731 3.5697166244680163e-06 1.344029576390289e-05 -0.00015464998934093982 -0.00015753416484446322 7.4769532183035679e-05 -0.00021395501315271586 -0.00071606548923185403 -0.00011039440765365453
leaf_count=29559 48226 17120 4398 3481 7248 18054 3076 6926 2722 1360 430 1842 846 5860 10309 28211 21582 1632 775 829 85715 3676 3851 10915 21467 12442 4063 1739 456 3121
internal_value=0 -0.0123794 0.0369648 -0.0166049 0.0182287 -0.0251816 0.0251253 -0.000875808 0.0275518 0.00133181 0.122424 -0.0180302 0.00130583 -0.0341389 -0.00185197 -0.0266664 -0.088832 0.0136847 -0.0583104 -0.0763424 -0.0484324 0.0365733 -0.102658 -0.0563381 -0.103639 -0.0405909 -0.108133 -0.00210924 -0.0328797 -0.178721
internal_count=361931 332372 21518 310854 55904 254950 34826 31750 24824 22102 7678 20742 18900 220124 69198 58889 29046 29843 23186 22411 150926 11008 7332 139918 35959 103959 18244 5802 14492 3577
shrinkage=0.000980392


Tree=5780
num_leaves=31
num_cat=0
split_feature=388 1169 341 1459 21 972 705 565 912 224 770 1048 761 772 1388 1197 937 705 320 70 1380 420 82 1322 869 781 867 1096 1041 702
split_gain=12.0927 13.0852 17.0542 24.0804 19.9443 19.5032 24.8632 18.497 20.1906 19.9355 17.7977 17.1114 17.3041 16.7854 16.1568 18.8166 16.5395 16.0947 15.6624 15.4023 15.2979 17.1808 17.2534 16.0181 15.2419 17.7837 19.0718 18.2072 18.7121 16.7701
threshold=1.0000000180025095e-35 1.0643747975631468 0.18332355186639873 0.79663687415197149 -0.32341995197817647 0.22387664722040937 -0.12067300355663869 -0.5042825820660003 2.0688630952352867 1.5908984067719714 2.4048435651112601 -1.044943567439965 2.7698762479640693 -0.69593970094532109 0.32750936094857502 1.0946027232797326 2.1629107790618067 0.83440877527505686 0.88160724310766836 1.3887791375062231 -0.30215235106851246 0.16698859097337473 -1.7913097453012818 0.059228733802473933 -0.57653763495970078 1.0000000180025095e-35 -0.72818492217606867 1.0000000180025095e-35 -0.6603524198573546 -1.2120384324917788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 7 17 10 8 -1 14 -7 13 24 -6 15 -9 19 -4 -5 -17 23 22 -22 -3 -13 29 27 28 -27 -26
right_child=-2 20 3 18 11 6 -8 9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-4.0864555508505339e-05 -4.0772033849716448e-05 4.3021806803135639e-05 -4.88532659751949e-05 0.00012291435738645619 4.7974255644593471e-05 -6.992056696566388e-06 -0.00019974407689885492 9.4833810737237535e-05 0.00045804269825841423 -0.00011775489060152146 -0.00091622213417596359 5.1854409782384866e-05 0.00030001083836482371 -0.00019198332942542716 2.7686831552800216e-05 0.00025289011921862523 -0.00072329490887860885 6.56412707360098e-05 -0.00014285763281648344 0.00080202561748234796 0.00044510869845420105 -0.00015515489500926474 -4.306908814980348e-05 -7.9024601558997718e-05 -0.00018940079689660754 6.2759519733096878e-05 -3.3682903067799401e-05 4.1439323710371145e-05 -0.00038059856498516147 1.996882977590897e-05
leaf_count=13339 71976 20988 27013 7250 2358 9081 9946 20702 403 2844 156 21358 876 4672 14704 2714 89 8643 1314 237 556 12296 19206 10381 2145 554 25247 1050 2319 47514
internal_value=0 -0.00364051 0.00364322 -0.0312428 0.0149398 -0.0513016 -0.117367 0.0500833 -0.0252956 0.0727857 -0.0209422 -0.00242097 0.00451554 -0.115164 0.0852269 0.121559 0.280594 -0.01848 0.0821687 0.305832 -0.0378707 -0.0790789 -0.0314283 0.00244476 0.00173106 -0.0128562 -0.0572961 -0.201938 -0.296696 0.0123242
internal_count=361931 289955 226528 63403 163125 54839 19183 55032 13742 41290 9237 108093 101063 7030 38446 23742 3040 35656 8564 2951 63427 32058 19762 31369 100187 78829 29170 3923 2873 49659
shrinkage=0.000980392


Tree=5781
num_leaves=31
num_cat=0
split_feature=388 145 218 1383 898 572 632 1352 1250 972 499 281 298 636 629 288 13 550 630 1045 1452 291 1454 347 983 1444 1119 638 624 625
split_gain=8.10025 11.2744 16.1714 14.2102 14.5514 14.1436 12.421 11.5551 11.1346 16.6064 12.4189 12.6441 15.8325 14.0072 12.1631 11.9499 11.1773 11.0644 16.7975 13.1656 11.9902 12.3328 11.3795 11.8153 11.8344 11.2836 14.1665 16.551 12.9999 12.5721
threshold=1.0000000180025095e-35 2.3115003420585145 -0.33369853107061925 -0.012858753736286926 -0.68548383304819194 0.66833501905817094 0.83390940176016937 1.0000000180025095e-35 -0.7166382330412121 1.3645726625662329 0.36368349349013146 -0.34095854228691108 0.62519611129741059 -0.1109197167878017 0.025684950697819054 -0.77969182540701487 -0.29753458103737934 3.4220949498832209 1.3934182969580855 -1.1900222591625889 2.5358997600969504 -2.3353481570680521 -0.98478334500156417 1.2321685269384108 0.721557664450036 -0.2659393061677045 -1.5219066663903227 -0.34122306376107409 2.2120376020490227 2.8251964292881153
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 8 -4 6 7 -5 -6 15 10 11 14 13 -13 -10 -3 -15 20 19 -19 21 -2 23 -23 -25 29 27 -27 -28 -22
right_child=1 2 3 4 5 -7 -8 -9 9 -11 -12 12 -14 16 -16 -17 -18 18 -20 -21 25 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=6.7927753042879737e-05 -0.032038992796974974 0.019430228628391617 -0.020607281504877898 -0.049189627865443245 0.016914733718303879 -0.035646845938047497 0.05149804722199091 0.072345160481876142 0.044483296558830432 -0.032873103438108585 -0.00055986757483622606 0.051996041926410899 -0.02861739702296108 0.050397053697784459 -0.0060723260075133184 -0.033363850956186859 0.15959760578506355 0.059567379409859039 0.084613015697806646 0.0031502864334568268 -0.0066801535257880228 -0.024147820736027115 -0.0013847359733700987 -0.0079877503635361943 0.095833307076755414 -0.063465082283208393 -0.035091546776443286 0.073008877392095758 0.052792450383866589 0.072116593840111362
leaf_count=289955 312 242 568 108 151 68 24 83 230 95 183 116 38 29 139 208 38 50 33 606 990 916 65799 61 22 30 757 38 20 22
internal_value=0 -0.0298283 0.162967 -0.0947096 0.241194 0.531296 -0.53346 0.772594 0.376206 0.537621 0.656422 0.831268 1.31475 1.56937 0.521075 -0.0521383 2.48061 -0.0357295 0.245992 0.161472 -0.0398141 -0.0336708 -0.0314636 -0.360733 0.570824 -0.245742 -0.500927 0.610015 -0.620965 -0.0846909
internal_count=361931 71976 2320 1002 434 302 132 234 1318 868 773 590 221 183 369 450 67 69656 689 656 68967 67110 66798 999 83 1857 845 68 777 1012
shrinkage=0.05


Tree=5782
num_leaves=31
num_cat=0
split_feature=1454 1458 1458 1468 1464 1465 1462 1463 1463 1453 1465 1465 1450 1462 1453 1453 1463 1454 1454 1466 1457 1449 21 1463 1464 1459 1450 1468 1459 1459
split_gain=8.03141 17.1996 27.5585 59.8507 34.237 31.2228 34.3763 34.1491 35.2414 27.2515 29.9386 39.8521 38.2468 29.0434 26.3294 52.4515 35.3835 34.0329 35.3069 28.9667 27.6046 26.2063 32.9885 26.9406 26.1397 25.7361 50.3705 34.0766 30.5123 57.0032
threshold=-0.2363894608792538 0.24391125146464598 0.044286003631707406 1.1169629351287809 0.48374170966174707 -0.62392803878906389 2.2231938015227501 1.5365683213542474 1.5087119880913495 1.3990727291183711 -0.52213209242895031 -0.5036825728146862 -0.024175440261879372 0.72194837801756251 0.12628105476165655 -0.14756540052680775 -0.16651745093505757 -0.80169152520006459 -0.71584950188157126 0.59254817745699628 1.9381496379694476 -0.19326481372212059 1.3785497256249488 0.92572597085387931 2.7618520897675594 -0.61607840725068119 1.1911932593428711 0.22012251894583709 -0.51431314994662358 -0.50282768380134069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 7 9 8 -1 10 12 -12 21 -11 15 -3 -17 -16 -19 -20 -21 -7 23 -23 25 26 -13 28 -27 -30
right_child=-2 14 3 -5 -6 6 -8 -9 -10 13 11 24 -14 -15 17 16 -18 18 19 20 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0042457495077561852 0.00040356167733936735 0.001327090287031978 -0.001994947773400214 -0.043046035990181891 -0.020953888616358593 0.0069252097462714941 0.025505284377644922 0.017998184268040982 -0.072102956888294864 0.019740814185904568 -0.016527712928511129 -0.0020473503378869002 -0.0096472517036889777 -0.0069757004422791591 -0.031936985334656338 0.0050638049556528016 0.028312494904087271 0.017244917641911564 -0.010471050147021259 0.0024675780836298667 0.052666928590847262 0.035577180516653248 -0.052149187670078805 -0.023433385841071998 -0.038412675637276905 0.039864919556946557 -0.026753379499355565 0.0063694615313122024 -0.076341920874952035 -0.00059169806712319869
leaf_count=40405 170822 23902 9679 822 1882 4515 631 1028 136 1663 2362 33993 1668 839 724 1908 1599 1041 5114 1692 150 947 101 112 366 193 1402 14008 153 38074
internal_value=0 -0.0146761 -0.0262922 -0.140591 -0.0979067 -0.0167277 0.00562666 -0.0767699 -0.0891595 0.00160675 -0.00533327 -0.0182769 0.136292 0.235101 0.0324438 0.0685164 0.33135 -0.0850061 -0.0429157 -0.110003 0.141839 0.221233 0.512612 0.600822 -0.0097487 -0.00738283 -0.059349 0.0267227 -0.0118886 -0.0178392
internal_count=361931 191109 154979 12383 11561 142596 101027 41569 40541 100396 97894 90551 7343 2502 36130 27409 3507 8721 7997 6956 1842 5675 1160 1059 88189 87823 35395 52428 38420 38227
shrinkage=0.05


Tree=5783
num_leaves=31
num_cat=0
split_feature=50 202 71 974 1254 555 484 552 87 1258 966 876 8 1109 256 696 427 1183 629 134 1254 771 1105 1007 1107 986 1211 500 1059 1113
split_gain=8.05888 13.0745 16.723 19.4929 15.4776 15.1281 13.9092 13.6891 16.5834 17.2364 13.5066 13.733 18.1601 17.8578 13.9433 13.7106 13.47 14.8972 13.3586 12.8511 12.465 14.4991 14.1027 12.3135 13.5362 15.8792 12.2595 12.1773 12.7035 12.0216
threshold=1.0000000180025095e-35 0.56345046278266753 0.21600479974144932 -0.2439126472196492 -1.1027943657668053 -0.55185400799567219 -0.063932831134532839 -0.20135434576546971 1.7788766926970423 -0.38464166513832709 -1.8762659029712223 1.9171314223323328 -0.2437313954861654 -0.0068552790824319238 1.2184686669368234 1.1985460401301766 0.13403518264019307 0.083937735912009079 -1.6465544742022422 1.0618597429748491 0.37171926273566441 -0.56907104780127604 0.81860877239010665 1.0000000180025095e-35 0.27079156477160882 0.65047572041188984 0.6209670985463569 0.45985398559842433 -1.0000000180025095e-35 0.52480168423610773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 5 6 -4 18 8 19 -10 15 -12 13 -13 26 -3 17 -15 -1 20 21 -7 -23 24 25 -9 27 28 -14 -2
right_child=29 2 3 -5 -6 7 -8 23 9 -11 11 12 14 16 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.028872045061407378 0.00080256022730146304 0.011211160753224932 -0.020432821762182772 -0.018936629964558145 -0.00015027946960471846 -0.01498341761104667 -0.012716082237637824 0.010876706593777244 0.14745382377806052 0.02392022570795807 -0.003507523405782028 -0.032079354947187791 0.064925587772948976 0.079668210782045154 0.095779541105582719 0.07889876183227304 -0.024358026735422117 -0.033653000517561198 0.00062487490254620073 0.055679137477520672 -0.039128536409297407 0.042019084622746214 -0.047525248742857178 -0.025648806017775472 -0.033166489465549225 0.10022338116653529 0.096171303743430109 -0.04973321013874718 0.0028627005650318192 -0.0013236299299818914
leaf_count=456 147329 350 827 3010 131434 245 4793 227 27 52 16375 325 102 75 63 54 80 40 4587 101 134 245 55 476 104 33 36 70 173 50053
internal_value=0 -0.0171396 -0.0814169 -0.223599 -0.0090103 -0.0269755 -0.125053 0.113657 0.354647 1.4791 -0.0395492 -0.0514743 0.295095 -0.114563 0.703701 0.48235 0.510889 1.05566 -0.026595 0.22047 0.0739369 0.246458 0.624573 -0.162153 0.203316 0.535374 0.491873 0.306645 0.535233 0.00608844
internal_count=361931 164549 23279 5536 141270 2526 9836 1699 859 79 17743 17339 964 520 444 404 195 115 5043 780 679 545 300 840 364 260 381 345 275 197382
shrinkage=0.05


Tree=5784
num_leaves=31
num_cat=0
split_feature=21 1463 1451 1463 834 1462 1462 1453 1459 1461 1043 1454 1458 1464 1457 1463 1462 1452 1452 1466 1466 21 1449 1463 1176 1465 1459 1452 1454 1465
split_gain=7.91139 8.41035 20.358 19.8731 18.7096 17.2393 17.2231 14.9959 16.5514 14.5861 14.5834 13.7647 18.1309 14.0105 13.7354 13.7081 41.8404 23.0821 33.2737 29.4115 28.1536 24.5101 33.8628 22.8077 22.5449 20.652 23.11 19.9072 32.0977 38.1712
threshold=-3.2545899522946695 3.3344277704427654 1.9426791395236267 2.2947497171446982 1.3488426044603095 0.79865288842650972 1.7040583319813172 0.56824715093290779 2.387882385810475 3.2413757995883876 1.3706981518007484 -0.47921441570843964 0.63120342562971821 5.9117094527005074 2.7529079304021988 1.2337315408238476 -0.14314434988924038 0.21158045436466741 0.62995620057108082 -0.21472324351671801 0.061644552901252279 1.0003342417131433 0.15976096646291907 1.0721461608681548 -0.092081618486637012 0.84595576380118198 -0.30873848497620887 -0.25858112913044656 -0.53254169354491554 -0.39106007498614315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 11 15 5 9 7 -7 -9 -5 -8 12 -3 14 -13 23 17 19 20 21 -19 22 25 -2 -25 26 -17 -18 29 -29
right_child=1 2 -4 4 -6 6 10 8 -10 -11 -12 13 -14 -15 -16 16 27 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.012682158574817321 -0.00020738699477612459 0.0064732722583294216 0.01686896886049671 -0.011210850106005067 -0.027127325043185709 0.0043065830261027468 -0.00043098486936030014 0.049596560258123895 -0.024611684153517572 0.0239325908310422 -0.044376314145331275 -0.0065897151341115998 0.06360861636190783 0.038738635356192763 0.01456081034440574 0.031920990846108437 -0.012752286942418723 -0.027221701100360103 0.0077712800195233155 0.0035449907618417993 0.0021211278503448479 0.036819124884662428 -0.0031896810288850296 -0.018122135650877766 -0.0013346511108773265 0.044989998679613522 0.0045603138576372736 0.02898127764721721 0.0026574796942734741 -0.044428462875022855
leaf_count=716 324420 364 1129 3526 604 434 950 198 43 140 110 2963 62 106 426 653 2716 986 3095 3857 927 595 1261 2184 2387 360 921 150 5113 535
internal_value=0 -0.00361034 0.0892142 -0.00507288 -0.137981 -0.0961159 0.0852465 0.35748 0.755932 -0.19107 -0.0986628 0.00384638 0.408399 -0.0437408 -0.070497 -0.00262122 0.0549469 0.138219 0.0151155 0.217755 -0.241174 0.357599 0.269391 -0.00659753 -0.172803 0.440198 0.325967 -0.0749174 -0.00180704 -0.544998
internal_count=361931 361215 5050 356165 6005 5401 1735 675 241 3666 1060 3921 426 3495 3389 350160 21169 12655 5008 7647 1913 3790 3195 328991 4571 1934 1574 8514 5798 685
shrinkage=0.05


Tree=5785
num_leaves=31
num_cat=0
split_feature=785 728 585 510 212 69 21 1186 650 909 303 1465 1449 1161 1396 1305 1324 1247 11 700 511 1119 1451 424 1290 281 1045 1463 1049 1037
split_gain=7.89458 9.39931 9.25448 10.8859 13.6352 12.4498 10.9665 13.2485 13.1484 13.034 12.9741 12.9572 15.2002 15.1809 13.3227 12.7939 12.6084 13.3362 11.9966 11.5172 12.7401 11.8555 12.8548 11.3924 13.1332 11.6185 12.4592 17.8501 11.4831 11.3372
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.8807458211785479 1.19589962828626 0.61084144604591328 0.62211875780133752 -0.62986854956458249 0.3748441866675134 -0.62658750036069699 1.0000000180025095e-35 0.22563357116944832 -0.48085314393774437 1.0000000180025095e-35 -0.45371978461842777 -0.38350227547519666 1.8098809162555141 0.39089495179445638 1.7530674385159921 -0.29239191722624475 3.2503810482979563 2.1594223702212125 2.0946814787157892 -0.54420481808055066 1.0000000180025095e-35 0.022776133890683632 -0.76493333280097986 -0.25589234859845938 1.0000000180025095e-35 0.79017871684719421
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 9 -8 10 -4 23 13 -13 14 -11 -12 17 -14 19 20 29 22 -21 24 25 26 28 -28 -9 -15
right_child=-2 2 3 4 5 -7 7 8 -10 11 15 12 16 18 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0045280784482085888 -0.00032568849029086279 0.0045923074242926291 -0.012095798645720369 0.016224677844618514 0.00050502216922754077 -0.071884918563307934 0.015419357430751127 -0.03700052215055822 0.014956946527207839 0.00045552254430641302 -0.018268824491770665 0.023865791928759823 -0.0056186092184521913 0.016106735377343258 -0.020971316010523919 0.011123850677501278 -0.05613309445668422 0.022226518877693932 -0.033502935604019152 -0.0012427622013915301 -0.054803862052434017 -0.062673064725551439 -0.07096533898572964 0.0098824364875187126 0.017639414336968622 0.0043058727954740179 -0.0099532109233632093 -0.071327848744188169 0.045301440184281103 -0.010686628653370587
leaf_count=3396 332372 12309 1720 937 104 45 987 46 693 557 914 514 705 1173 964 249 50 330 121 1369 41 42 31 1215 218 234 121 143 72 259
internal_value=0 0.0328387 0.0464311 0.00606203 0.224096 -0.419813 -0.0126209 0.0737575 0.0124002 -0.0641999 -0.0504571 -0.0166117 0.158865 -0.0773527 -0.257352 -0.241644 0.00616818 0.0590331 0.0160393 0.0454475 0.191293 -0.0930613 -0.058123 0.0629583 -0.16226 -0.343689 -0.603775 -0.865615 0.131082 0.226928
internal_count=361931 29559 26163 13854 1086 149 12768 4892 3905 7876 3212 6156 1599 4557 1521 1163 1085 1035 3036 2915 1473 1442 1400 2049 834 616 382 264 118 1432
shrinkage=0.05


Tree=5786
num_leaves=31
num_cat=0
split_feature=470 256 1295 533 1459 827 907 61 1469 810 1043 421 974 498 140 623 967 566 1462 1451 1246 1042 759 339 798 254 841 858 1315 293
split_gain=7.87301 14.1917 15.3567 13.885 15.1091 14.7735 17.1929 16.0037 17.5609 15.2812 17.4057 14.586 18.1326 14.4577 14.0079 15.1379 19.7689 13.7184 15.7648 19.5011 18.6969 19.8532 18.8867 16.7784 15.6344 15.6099 15.4996 18.5567 15.1187 15.1122
threshold=1.0000000180025095e-35 3.8034531444427699 1.3006632214813958 1.0000000180025095e-35 6.8395416428933631 -0.44105995428747874 2.2320753679015559 1.7262725660818381 -0.25625990864164305 1.1023763779372591 -1.4994518958206224 2.6287012352426902 1.8337983555562718 -0.44937963240710221 -0.44726540120754771 0.013244380158074776 -0.16273802992606864 0.34934956747144941 -0.016142070564296743 1.9426791395236267 0.11779296892650075 0.026500045655339231 -1.5902521459826249 1.6646791733454036 2.2760684109587372 2.3914426075998607 0.28257411067300392 -0.5046117021686628 -0.044485633979434835 -1.6365145836674724
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 14 -5 7 11 13 -10 -11 17 -13 -9 15 -1 -17 18 25 20 -20 22 -22 -23 -24 29 27 28 -27 -7
right_child=-2 2 -4 5 -6 6 -8 8 9 10 -12 12 -14 -15 -16 16 -18 -19 19 -21 21 23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0083914085895926849 0.00033041874216823986 -0.033012762919937245 0.029384184038655586 0.0023963879017230906 -0.04647205779481664 0.026922430662449079 0.010891956497893937 -0.014171704649232585 -0.022314186520309212 0.12470436333687152 0.0021047370046332176 -0.023484674941487885 0.030227289901813215 0.0079264364082220918 -0.00097540829296113667 0.0046956174817094805 -0.0091455768525254347 -0.0032626354836157914 -0.0071154119564965064 0.014884972623659502 0.041084811347870398 0.0055130988439058212 -0.0048874952752290621 0.032051937206998615 -0.041979929864174675 0.069279435833759381 0.052217182594268746 -0.021186578318193688 -0.018425444692905007 0.0017303777473686071
leaf_count=18364 191352 667 99 26665 156 353 1754 879 1778 26 216 871 104 1070 52126 5382 4314 17528 7845 729 116 1731 1923 485 206 67 129 141 47 24808
internal_value=0 -0.0162815 -0.457868 -0.0150229 -0.0453266 0.00297228 -0.0175984 -0.0242612 -0.1843 -0.364429 0.296792 -0.0148792 -0.333344 -0.0191279 -0.0435252 -0.105132 -0.0142093 -0.0103302 0.0148323 -0.0520725 -0.0760931 0.0539137 -0.109148 0.220034 -0.164006 0.0494449 0.48783 0.138732 0.81167 0.0415084
internal_count=361931 170579 766 169813 80342 89471 62806 61052 3969 2020 242 57083 975 1949 80186 28060 9696 56108 38580 13035 12306 4461 2245 2216 2129 25545 384 255 114 25161
shrinkage=0.05


Tree=5787
num_leaves=31
num_cat=0
split_feature=1357 885 787 1321 654 1453 65 1323 105 355 840 156 419 1466 766 1385 282 77 848 1253 150 1315 1315 81 3 901 777 1049 360 279
split_gain=7.83482 11.5342 11.4908 12.9292 13.4502 15.3403 12.8686 12.436 14.6813 13.6512 15.9118 11.8963 13.6092 14.3459 16.4885 14.1391 13.0463 13.5326 17.2778 14.4471 12.6314 13.8533 12.5848 13.094 13.1415 13.246 12.5671 13.644 13.9887 13.9842
threshold=1.3962008022525787 2.2685560401286238 1.4337814159034321 0.51165416655722662 0.61490281608246311 1.5806666373291527 0.19158093392914249 -1.0065908867703655 0.68764578655866304 0.41417325666273691 -0.70911596100192298 -0.58803129358266759 -0.39474193951548969 0.25570210502956864 1.4521486679275906 1.9290202365573068 1.3782719802820116 -0.77577600936211744 -0.014926871543044078 1.032764984483608 -0.2067416126907046 -0.21134768722935268 3.2927554310189229 0.58605840780360496 1.6415744767984373 1.2910349906425516 1.1396866600532987 1.7135117203369092 0.40124626711983763 0.49624277899097191
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 5 7 -6 8 9 10 -4 12 22 14 -14 16 17 18 -16 -19 -15 -22 23 24 -2 -26 -13 28 29 -28
right_child=1 -3 3 -5 6 -7 -8 -9 -10 -11 -12 26 13 20 15 -17 -18 19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=2.6607189977319979e-05 -0.0050913383355214378 0.017381296525104419 0.092788010952501901 -0.034304839094195842 0.041889199044329792 0.046625473622428741 -0.031402367714673918 -0.02750098681647721 -0.072204937585187423 -0.061852881964791211 -0.0089379803485947415 -0.0024098945532426957 -0.0019349178459982805 0.0037985101432687299 -0.013314683817656334 0.12791406845938308 0.099090789852645703 -0.018657061487692573 0.086791683715980866 0.064819527121364934 0.042551869184400626 0.010381015355065746 0.025239408530514092 -0.025458249494747481 0.035199534547391408 -0.06678812364057865 -0.001943629548469586 0.024026795628542083 -0.03248382249754183 -0.030346654401964171
leaf_count=327843 3074 378 51 571 136 51 88 789 27 44 44 19796 2786 715 67 22 31 252 86 32 317 385 226 578 191 33 1855 151 831 481
internal_value=0 -0.0420558 -0.0483919 -0.277048 -0.126355 -0.276264 0.458989 -0.380262 0.271712 0.640327 1.02088 -0.0374594 0.044715 0.136116 0.0347703 0.511771 0.401749 0.263194 0.96718 -0.0876665 0.335628 0.539168 -0.0737415 -0.113477 -0.0488786 0.514718 -0.070459 -0.250818 -0.305068 -0.178269
internal_count=361931 34088 33710 1801 1230 1006 224 955 166 139 95 31909 8795 4693 3276 490 468 437 153 284 1417 702 4102 3876 3298 224 23114 3318 3167 2336
shrinkage=0.05


Tree=5788
num_leaves=31
num_cat=0
split_feature=785 519 728 869 921 761 791 861 1229 648 704 650 1443 813 645 973 1317 219 566 518 416 580 977 1392 346 1469 93 1190 1046 1051
split_gain=12.7488 12.3633 18.8636 18.6994 18.7355 31.8356 20.2069 25.7649 27.7897 18.9381 18.6584 18.2613 18.0631 17.173 17.0071 17.1936 16.9166 17.2707 16.2681 15.8896 15.973 15.624 15.4347 17.593 19.0939 16.7591 16.2714 15.5341 15.4123 15.3581
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 1.0525743831388839 1.3427054570815413 1.0000000180025095e-35 1.0000000180025095e-35 1.6872754988648333 1.8166789435549495 -1.1956137993399691 1.6923072129381651 1.593744732512876 2.1641256470006294 1.0999280683389623 -0.3520936843062038 1.4278669885825741 2.2590319982686431 2.1059719136688364 1.0794040238867422 0.90571909922259353 1.0000000180025095e-35 1.2032543173095851 -0.24538796115663319 -0.55380115165271648 -0.43329402746245627 -1.0897619622416543 1.8682704264604602 1.7490811357031759 -0.53310155753935329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 6 12 13 -8 9 10 -9 14 16 -4 15 -2 29 -18 -5 20 -13 -12 23 25 -25 26 -23 -24 -22 -6
right_child=1 -3 3 18 5 -7 7 8 -10 -11 21 19 -14 -15 -16 -17 17 -19 -20 -21 28 22 27 24 -26 -27 -28 -29 -30 -31
leaf_value=3.7177404982538099e-05 3.5093771032382693e-05 3.7719463402329051e-05 -4.8093170423495271e-05 -6.5944393106951062e-05 0.0001318936946065669 0.0002194692790884047 -8.5420178148620061e-05 -0.00025627199799756553 0.00029794325437220202 0.00022414586136728016 -3.0221200120295105e-05 2.6800230620394473e-05 -0.0001395052251751586 0.0001002406110372578 9.8994722499449138e-05 -5.4723649017920195e-05 0.0002273753521895697 0.0014306389821369713 0.000100685747594391 0.00039624058971270289 0.00042527567051266608 -0.00043089122297389676 -9.0899551501892912e-05 1.2197339228178471e-05 0.00028097399657797158 -9.380741954279992e-05 0.00022618074458495492 -0.0012088550296372399 -0.00077635599185225241 -2.8951972981094061e-05
leaf_count=29559 20388 21518 94773 82198 4199 4123 11003 2150 1865 2316 13658 4478 4097 3837 7761 24809 1171 53 3066 857 821 261 1309 1897 4014 3472 2050 91 69 10068
internal_value=0 -0.0119592 -0.0162792 -0.0260708 -0.0123182 0.0468698 -0.0231847 0.0201927 0.0523019 0.0331094 0.0149947 0.020578 0.00706169 -0.0421123 0.00649216 -0.0118701 0.039847 0.292841 -0.0589948 0.138742 0.087512 0.0287895 0.0850176 0.112392 0.196564 0.0151063 0.166892 -0.150048 0.358507 0.0177415
internal_count=361931 332372 310854 251671 166407 23711 142696 44086 33083 31218 28902 59183 19588 98610 52958 45197 15491 1224 85264 6225 5368 26752 13094 11694 5911 5783 2311 1400 890 14267
shrinkage=0.000980392


Tree=5789
num_leaves=31
num_cat=0
split_feature=785 519 728 869 660 650 783 684 134 1356 417 645 566 768 355 491 126 1450 138 734 597 1020 901 219 698 1106 846 348 1373 977
split_gain=11.7599 12.0017 18.1758 19.3144 19.569 18.2523 17.9438 21.8927 20.4215 20.276 18.9742 17.3129 17.2902 17.1031 18.5561 17.133 16.5419 20.3233 22.4564 19.9284 30.6933 20.5177 24.2158 19.1195 18.7849 18.5856 17.865 17.1922 17.0305 19.6284
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 1.6923072129381651 -1.0732212767954836 1.1866119401304767 1.0000000180025095e-35 1.0000000180025095e-35 0.79743367681248667 1.0999280683389623 2.1059719136688364 1.3583939354643351 -0.1814666702951391 0.68625034402054308 0.70880289725806289 -0.68105566923231198 -0.44390300095582519 0.85494804639094091 1.3592535390735871 2.1590889378513896 -0.10326561228500124 0.26753349875916671 -0.32450972728885735 0.18025346202045536 0.024525814044542165 0.34215629527422314 1.0000000180025095e-35 -0.054104840015698534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 11 8 9 -4 10 -8 13 -5 14 15 -2 19 23 -19 21 24 -6 25 -18 28 26 -23 -26 -21 -30
right_child=1 -3 3 12 16 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 -20 20 -22 22 -24 -25 27 -27 -28 -29 29 -31
leaf_value=3.3982950639464738e-05 8.0303665939150199e-05 3.5706530479384378e-05 0.00026340821328267166 -6.7681261247156169e-05 -6.9020868639296966e-05 0.0001340692398696072 -4.0765706084669784e-05 -0.00017255634735461348 -3.7039834449278761e-05 0.00010567066428207772 0.00012860250488362871 9.7930641811021856e-05 0.00010405808480532455 -0.00013491188746588286 -5.0989637734556897e-05 -8.4545388530340236e-05 2.3363932281867665e-05 -7.8795524966946887e-05 9.3887903250737379e-05 -0.00031735834161266226 0.00026141800626015491 1.0179604596966928e-05 -0.00016412294048018028 -0.00023089601109401066 -4.6373351034695139e-05 0.00055598602828687432 0.00067152981568948723 0.0001529621225885916 -0.00022975374020369906 0.00019028801366144173
leaf_count=29559 16399 21518 2915 82198 77751 6225 19420 3880 2080 10421 3833 7761 3066 6131 18998 3669 3266 5090 15725 2297 2167 1292 1126 2905 5287 594 222 3868 1143 1125
internal_value=0 -0.0132412 -0.0174938 -0.0270948 -0.0131272 0.0186718 0.0289291 0.0116558 0.158429 0.0281384 -0.0109897 0.00459518 -0.0605243 -0.0139218 0.00290999 0.0496355 -0.0290761 0.0202956 0.0539171 -0.0449155 0.0303259 -0.0614538 0.113204 -0.0973546 -0.0146804 0.248083 0.113261 0.043816 -0.147151 -0.0172481
internal_count=361931 332372 310854 251671 166407 59183 42549 37554 4995 33674 23253 52958 85264 45197 39066 20068 123858 26986 20815 96872 15887 80985 3234 6171 13720 2108 1514 9155 4565 2268
shrinkage=0.000980392


Tree=5790
num_leaves=31
num_cat=0
split_feature=184 1313 623 641 1257 1120 966 283 285 900 220 1296 544 145 278 772 140 968 488 494 16 703 556 618 415 414 304 622 1191 1457
split_gain=7.75297 11.1876 15.162 15.0364 14.4924 16.0182 14.0825 12.8007 12.7069 19.822 12.2292 12.1404 12.0364 13.7532 13.6522 12.1787 15.1271 15.8453 14.1438 14.0108 13.2039 16.3352 13.0872 14.1566 13.6973 16.4049 15.0406 13.6132 13.6309 13.0749
threshold=1.384368771371848 1.0472419687949244 -0.46432087319118814 1.5851554633327674 -0.49042070063199567 -1.5111269284575424 0.28103558845534321 0.02353910402797715 -0.40397618873274077 -0.64948572646709513 0.86946551036713815 1.197639789072136 1.3187279471247144 0.39073482648735719 2.879378063500964 0.91280750307622049 1.2105731329078739 0.41309419592187147 -0.95777533436345874 -0.4640674513667114 -1.7626652843651005 -0.61151349153535473 -0.24258030370768957 0.27730056022981031 -0.77276605911727481 -0.04402945436076388 0.34672724650047859 4.7633794122928652 -0.28725567858151096 -0.36470272073020465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 -3 5 -4 8 11 -5 -10 -7 -6 15 14 -14 20 18 19 -17 -18 21 -2 23 -22 25 26 -25 29 -29 -24
right_child=1 2 4 6 7 10 -8 -9 9 -11 -12 -13 13 -15 -16 16 17 -19 -20 -21 22 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=2.1098666400511274e-05 -0.015842640037979229 -0.024622590112889572 0.044212312119019298 -0.017056422935999769 0.015981224962293719 -0.029645057696812915 -0.045600641687687168 -0.0083283214035469056 -0.035065108525568885 0.061087919052373457 0.014625286294444696 -0.037963983375954073 -0.017046370519068151 0.0032281201935552995 0.062185495928509783 0.0088725805865039181 -0.0087913294870233059 -0.019471654069613514 -0.014146524659391358 0.053724416988682883 0.010009105735255793 0.029954103638383002 -0.0082117110382496136 -0.017885001717277912 0.0027765580347751916 -0.052051061303294635 0.024532932546240439 -0.056080374165946245 0.11428128654767099 0.0010287408415278292
leaf_count=327143 212 1606 63 129 929 720 102 896 78 132 128 69 2174 1368 30 648 100 140 2767 169 4006 476 5375 517 3723 170 172 21 32 7836
internal_value=0 -0.0421803 -0.161482 -0.357733 -0.0464532 -0.337374 0.0919646 0.0711895 0.337128 0.744538 -0.444915 0.249752 -0.0218606 -0.179293 -0.30973 -0.00247241 -0.142067 0.320783 -0.20367 0.678798 0.0223762 0.371789 0.00969728 0.0839438 -0.00970188 -0.301226 -0.132852 -0.0515899 1.42497 -0.0574416
internal_count=361931 34788 4852 2047 2805 911 441 1894 339 210 848 998 29936 3572 2204 26364 3824 409 3415 269 22540 688 21852 8588 4582 859 689 13264 53 13211
shrinkage=0.05


Tree=5791
num_leaves=31
num_cat=0
split_feature=614 890 795 633 590 727 588 920 768 434 762 81 854 797 710 416 269 1002 921 651 965 988 638 706 986 567 710 1452 627 645
split_gain=12.9748 16.1108 19.7665 20.1843 22.5142 20.3201 29.2467 19.1965 18.9032 18.5247 18.3512 17.5861 17.1779 47.0827 21.6988 20.8797 18.777 18.4496 23.562 20.7107 24.3078 18.1687 17.6592 17.1197 21.6083 17.7634 16.8263 27.412 22.7223 21.7117
threshold=-0.75411934043310735 -1.3230736206490437 -0.29258408639884992 1.7407312976543683 0.58895901036483078 1.0000000180025095e-35 2.250834115212506 -0.83967173534858641 1.8936793896627242 3.7374297967062331 -0.14069470999436542 0.69884460077894406 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.1947165136132358 0.24204918951595961 0.69854289147193727 1.0000000180025095e-35 1.1107569744011787 1.4967165609810034 1.0000000180025095e-35 1.273276721297012 1.0283154492864859 -0.12565939394204428 0.55154411341296539 1.9207401787728819 0.065831437678632129 -0.39231336055390081 1.0999280683389623
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 5 -5 23 7 10 -2 -10 11 -7 13 -4 17 16 -16 18 -14 20 -19 -20 -18 26 25 -25 -3 28 -28 -30
right_child=1 2 12 4 -6 6 -8 -9 9 -11 -12 -13 14 -15 15 -17 22 19 21 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-3.3322834875515242e-05 -3.9768681852787891e-05 -6.4670484651775637e-05 -5.4128082616390048e-05 -0.00012049939447478981 0.00012531039220186897 -0.0001076314328490335 0.00025449009647251521 3.7975430506038941e-05 -0.00030516986708129608 0.0017577403962549829 0.00030777240963539591 0.00039007185746707659 -4.8844487345749661e-05 0.0002284121247254769 -9.562972770308948e-05 0.00031745965386662542 7.0926688443396615e-05 -0.00010526362823516411 7.9847089573551616e-05 -0.00031448457843753856 0.00018832996687190285 -2.9833763898005572e-05 0.00048731525025318291 0.00019561618756975003 -6.7866073817465206e-05 -1.9656041405368422e-05 0.00017494192712331415 0.00026102614979925615 -0.00029482683726148116 0.00024847399533641093
leaf_count=107272 23784 21274 6883 8599 2282 1362 3410 46279 2492 23 2466 439 55382 4397 3612 1286 4398 12400 16311 2000 1439 13900 458 6323 4823 2873 1341 2099 1921 403
internal_value=0 -0.000336389 0.00507563 0.0279708 -0.0661913 0.038575 0.0667982 0.052501 -0.0632445 -0.285587 0.193664 0.0198197 -0.0147386 0.0668923 -0.0237478 0.0745207 0.0332642 -0.0342446 -0.0204492 -0.104611 -0.0738567 0.030033 0.115674 -0.00105306 0.0665856 0.130159 -0.0345446 0.0714082 -0.0502912 -0.189896
internal_count=361931 254659 228360 105894 10881 95013 53956 50546 26299 2515 4267 1801 122466 11280 111186 9754 8468 101432 85593 15839 13839 30211 4856 41057 14019 9196 27038 5764 3665 2324
shrinkage=0.000980392


Tree=5792
num_leaves=31
num_cat=0
split_feature=614 890 768 434 795 633 590 727 588 920 762 81 854 797 710 416 269 1002 921 651 965 210 638 80 1024 706 986 567 710 1452
split_gain=10.6618 14.5926 18.832 18.707 18.2841 19.778 22.183 20.2203 28.9125 18.7078 17.9966 17.5563 17.4037 47.7663 22.0842 20.6708 18.5254 18.3881 23.1646 20.6368 24.3921 18.0103 17.8484 17.6565 17.3049 16.5245 21.4382 17.583 17.1527 27.3184
threshold=-0.75411934043310735 -1.3230736206490437 1.8936793896627242 3.7374297967062331 -0.29258408639884992 1.7407312976543683 0.58895901036483078 1.0000000180025095e-35 2.250834115212506 -0.83967173534858641 -0.14069470999436542 0.69884460077894406 -0.87473648844905705 0.63961785378869596 1.4588992811557273 1.1947165136132358 0.24204918951595961 0.69854289147193727 1.0000000180025095e-35 1.1107569744011787 1.4967165609810034 -0.37641982178211458 1.273276721297012 -2.1236727662877013 1.3727948663943095 1.0283154492864859 -0.12565939394204428 0.55154411341296539 1.9207401787728819 0.065831437678632129
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 25 9 10 11 -9 13 -6 17 16 -16 18 -14 20 -19 23 -18 -20 -25 28 27 -27 -3 -30
right_child=1 4 3 -5 12 6 -8 8 -10 -11 -12 -13 14 -15 15 -17 22 19 21 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-3.0863581332416449e-05 -3.7471313323521555e-05 -6.6141758529566824e-05 -0.00030277038771364862 0.0017773887198893111 -5.4621263153764476e-05 -0.00012098525668258078 0.00012322982761816482 -0.00010945652795433717 0.00025179232706436954 3.6384434797273119e-05 0.00030343955384950258 0.00038820575262176659 -4.89079262164955e-05 0.00023012734855808902 -9.3956989657731246e-05 0.00031711202933464353 7.1059659446469014e-05 -0.00010556831090875979 0.0011595569192239218 -0.00031441443149625041 0.00018872810596295595 6.4329189067172251e-05 0.00048977585238305543 -3.3254817460488024e-05 -0.00038927033213669379 0.00019232245626511137 -7.0226688374695165e-05 -2.2023238619128104e-05 -4.9286726858318131e-05 0.00026066873552153575
leaf_count=107272 23784 21274 2492 23 6883 8599 2282 1362 3410 46279 2466 439 55382 4397 3612 1286 4398 12400 55 2000 1439 20335 458 8811 1010 6323 4823 2873 3665 2099
internal_value=0 -0.000945236 -0.0608837 -0.283048 0.00420725 0.0262493 -0.0670488 0.0367543 0.0649418 0.0507138 0.190222 0.0179628 -0.0148574 0.067357 -0.0239306 0.0752593 0.034192 -0.0345267 -0.0207458 -0.104813 -0.0740965 0.0293379 0.116069 -0.0556992 -0.0638656 -0.00279684 0.0637068 0.127092 -0.0357192 0.0713128
internal_count=361931 254659 26299 2515 228360 105894 10881 95013 53956 50546 4267 1801 122466 11280 111186 9754 8468 101432 85593 15839 13839 30211 4856 9876 9821 41057 14019 9196 27038 5764
shrinkage=0.000980392


Tree=5793
num_leaves=31
num_cat=0
split_feature=519 450 858 361 218 156 633 1244 933 588 911 141 103 1121 66 486 1315 632 503 18 1467 996 282 238 1314 1449 561 1232 900 304
split_gain=7.80726 13.6454 14.5568 14.8611 12.8613 14.4161 15.8469 12.5941 12.064 15.8168 11.7775 12.519 12.0229 11.702 14.0921 14.6729 13.3111 11.6199 11.5364 11.829 12.7729 11.3373 11.041 11.5401 10.9178 10.7982 10.7814 10.7584 11.6214 12.855
threshold=2.1420547332082829 0.69231615738246322 1.0825608069246189 0.92231336372248984 -0.039329432145417807 -0.01451871403025874 0.26512929733861551 0.65525917056247129 0.68806224955729689 0.71188872395471614 0.79328108468708636 -1.385584406942975 -0.97216412338374358 0.14723995310657925 1.0000000180025095e-35 0.22434603114454754 -0.36304046291109621 -0.49069273552025677 1.8610980194857565 0.78488195513841597 -0.45368251123656866 0.53552968903568543 -0.66441306073061257 1.9036546828641574 0.89402166122074711 0.57283334291142962 -0.3603033426587961 1.8942661499769307 0.5691411674451311 0.87498616197180723
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 7 6 -6 -4 9 27 11 -5 -13 14 15 17 -17 -14 19 -3 24 -19 25 -24 -21 -12 -15 -2 29 -29
right_child=1 18 4 10 5 -7 -8 -9 -10 -11 22 12 13 26 -16 16 -18 21 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00030317364536846126 0.0015897264555226891 0.0093914994641271267 0.0062084753934757049 -0.045714175248814118 -0.020445080110743849 -0.035079305706079471 0.014249610159243399 -0.023053821928293389 -0.0037310110922358524 0.01272586221649614 0.021299140581913484 0.042429595692979341 -0.029036657675328897 -0.030594515387596818 0.014320706972002576 -0.0016832918618701468 -0.065899759029911562 0.0012897527168688968 -0.042340967132993255 -0.043821889917395912 0.0043297515693371293 0.059262315507355272 -0.040785932882552368 0.032691916707219534 0.025585684175217473 -0.046510318560373458 -0.0018327801881160618 0.01598164101926244 0.052786043799657546 -0.070326585069511879
leaf_count=338398 8645 4314 882 116 440 385 234 252 2623 2212 110 78 101 301 646 73 105 130 65 172 371 51 315 28 35 43 391 293 91 31
internal_value=0 0.0359856 0.00811017 0.0307266 -0.163069 -0.338731 -0.15287 0.00378403 0.0583625 0.0903394 -0.131184 -0.0546518 -0.0173349 -0.054457 0.0834737 -0.223036 -0.756675 0.0816398 0.138298 0.14973 -0.156852 0.387013 -0.448982 -0.681457 -0.625561 0.0563633 -0.291012 0.0482155 0.408179 0.182167
internal_count=361931 23533 18576 16383 2193 1059 674 1134 13895 11272 2488 1992 1876 1798 1106 460 178 282 4957 4892 578 181 496 343 207 153 692 9060 415 324
shrinkage=0.05


Tree=5794
num_leaves=31
num_cat=0
split_feature=1423 1458 1465 1457 1463 1464 1464 1450 1452 1460 1460 1457 1047 1469 21 1459 1456 1462 1468 1460 1466 1452 1455 21 1449 885 1466 1463 1468 1470
split_gain=7.79517 12.4087 31.8484 40.5094 40.4426 30.5393 42.5719 33.1889 33.3251 28.9367 28.7588 26.1077 25.8134 23.9122 25.3641 23.3561 22.2518 22.1466 22.5863 22.0856 28.5264 22.4374 22.2515 24.1386 21.8051 26.5139 23.9247 42.1597 24.4453 22.3652
threshold=1.0000000180025095e-35 -0.21734572720002096 -0.45749305878403218 1.5723103033889971 -0.26393080214824122 -0.46204076373648789 -0.42913060951834736 -0.72652745290513976 -0.37562364135483328 0.74209976395475563 0.4801540438575525 -0.21879035229057839 -0.19797937736496837 -0.16184171193720934 -0.70163543588998201 0.84568063206599431 3.742879312526544 -0.042537821935606991 1.0056208477415762 1.1147382358415299 -0.3300644858372172 -0.028138580675404912 0.40822562400327617 0.81122649975724037 -0.022853162771429011 4.8263866747680533 -0.31538475271702837 -0.098319110425498166 0.091500940309692316 0.76238189424373282
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -8 10 -4 12 -12 -9 -15 24 17 -16 -19 20 -11 -21 23 -22 25 29 28 -28 -26 -6
right_child=-2 -3 9 -5 15 6 7 13 -10 19 11 -13 -14 14 16 -17 -18 18 -20 21 22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0047980376725679759 -0.0013580116070351352 0.00091938498230054926 0.00023205274332032189 0.013844634949705413 -0.016078369346036014 0.035252915126766704 0.0011679693897150166 -0.0027377517408183095 -0.032863119137123836 0.025454255676453458 -0.032231639595313735 0.0027309697272266719 -0.0063658700157260177 -0.0094248236657926698 0.013589414737113566 0.0044590893072066822 0.053751768866728611 -0.009033804313519897 0.046228613414110192 -0.0021165712463436124 0.0020738654366800609 0.0094695469288373722 0.016493899318950078 -0.039216198229158492 -0.0025701472001460317 0.071872474611274315 -0.045556724334693766 -0.0051712083628475004 0.019840019078043936 -0.0058152940975390597
leaf_count=15076 74863 136095 80672 1694 9127 439 906 4324 836 1299 1221 1259 1121 1362 4460 1962 114 1171 100 5617 1088 3490 1059 345 3319 41 613 2051 909 5298
internal_value=0 0.00245163 -0.0127306 -0.0613616 -0.0748143 -0.0141912 0.06337 0.0365237 -0.27964 0.0122038 -0.00445047 -0.216959 -0.374374 0.080779 0.16557 -0.152732 0.221537 0.197949 -0.0809146 0.112275 0.257151 0.0507378 0.103836 -0.110566 -0.178502 -0.235478 -0.0654689 -0.248053 0.0500104 -0.242518
internal_count=361931 287068 150973 53802 52108 28788 13712 13273 1742 97171 84273 3601 2342 11531 7207 23320 5845 5731 1271 12898 3791 9107 2492 1433 21358 14466 6892 2664 4228 14425
shrinkage=0.05


Tree=5795
num_leaves=31
num_cat=0
split_feature=785 519 728 660 618 791 636 507 89 842 911 21 326 1025 710 1126 98 1163 222 1035 704 942 1110 213 1325 220 460 278 984 906
split_gain=15.2815 12.1664 17.2217 20.0033 20.3242 22.0918 20.8105 19.1377 19.1358 18.891 23.9786 17.8889 17.1983 17.0397 16.7185 16.6592 17.9203 16.6492 19.1751 21.0127 19.2969 18.2113 18.5376 16.4954 16.3647 16.7634 16.1475 16.0669 17.3938 16.0648
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 -1.4147875658213491 1.0000000180025095e-35 -0.068383332646191022 0.65809631222906606 0.45524842711242136 1.1386971735256264 0.47869654671021555 -1.6471741456694959 1.6390506412245707 2.9844287549711388 -0.92922738563677476 0.63395090002288301 2.1753995300214073 0.77744748183203882 1.4264173337734436 -0.6672948693964057 1.3697789339328648 1.0000000180025095e-35 -0.76811851402710796 0.3444873610531497 -0.41019973645865238 -0.91659568494188137 1.4788238215056537 -0.12364262264556931 0.47042413114397091 0.13332597964945972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 12 9 8 -2 -7 -6 -11 -5 13 -4 -14 29 26 -13 20 -20 -19 23 -23 -21 25 -12 -17 -26 -29 -8
right_child=1 -3 3 11 5 6 15 -9 -10 10 24 17 14 -15 -16 16 -18 18 19 21 -22 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=3.9344323242940669e-05 -4.1301017102595056e-06 3.4906140461628739e-05 -0.00016955627356346695 0.00015267832589945944 9.7772188399769606e-06 5.856916499768886e-05 0.00018696932295016053 9.8619112312363578e-05 -0.00022484005900861591 -0.00028271292595121844 0.0011606115473576744 -3.2696010790293131e-05 -0.0014519097448156884 0.00092099183585523964 0.00048602736061725761 0.00036688455253652494 0.0015966385494485347 -0.00013065252168915599 -0.00031830554509716051 0.00059764368546266506 7.7002004351764126e-05 0.00058105857992876242 -0.00016021355346177365 -0.00014661083732241375 -0.00037702225864119507 0.00017850103305229055 -0.00058070141963279388 -4.8635076685407547e-05 0.00076750240567936357 -2.9427155836228864e-05
leaf_count=29559 48652 21518 7946 3398 33729 5736 4836 10531 1851 2837 106 146071 26 133 302 1465 55 32282 673 824 3338 259 897 243 548 438 126 574 135 2843
internal_value=0 -0.0144156 -0.0186938 -0.028038 0.00779631 0.0214251 0.0910651 0.0164967 -0.0027543 -0.00950388 -0.146068 -0.0415265 -0.123969 -0.157298 0.362435 0.161385 0.361931 -0.0445427 -0.094772 0.101639 -0.112863 0.209936 -0.0010655 0.447742 0.0440159 0.367776 0.319928 -0.0891665 0.113102 0.115312
internal_count=361931 332372 310854 251671 63686 55279 16912 59183 7587 38367 4638 187985 8407 8079 328 9325 1646 184587 38516 2896 35620 2223 1156 1067 1801 544 1591 1257 709 7679
shrinkage=0.000980392


Tree=5796
num_leaves=31
num_cat=0
split_feature=862 1053 70 486 1249 174 1189 830 1373 1105 906 775 1393 1038 992 886 567 419 425 624 164 1103 1327 1116 345 1425 1217 486 734 1179
split_gain=7.76431 9.9579 11.2464 12.3086 10.8928 11.2436 12.0112 10.6047 12.6573 10.1178 10.0983 15.2793 12.6613 15.0215 14.2061 13.1899 12.7574 12.3884 12.5093 11.8582 11.4951 14.9558 15.2657 18.0767 19.7703 14.363 13.8896 13.1097 15.078 13.8945
threshold=-0.97446007815901359 2.6159382925808998 1.7403279820926321 -0.11359319394675142 2.2433952200892109 -0.83511772493377456 1.3254695150658986 -1.344122519435172 -0.65530826815947285 0.7008399909347599 0.12097770570257828 3.081520672343963 0.025001786506274482 -1.5275730039188058 1.113450647832475 1.3656841161399589 0.69342415840256622 -1.4839634612092027 1.5743634096953945 0.34576844006736435 -0.37949087692264194 1.0000000180025095e-35 0.18355105097174698 -0.73648749272734337 -1.222094554382829 -0.49854827941355384 0.86386423179447369 0.81879334275092897 1.968508212070009 0.35096413540719035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 10 -6 7 9 -9 -7 20 12 13 -12 15 16 17 -14 -19 -20 21 -1 23 24 -23 -25 27 28 -22 -29
right_child=-2 2 3 -5 5 6 -8 8 -10 -11 11 -13 14 -15 -16 -17 -18 18 19 -21 26 22 -24 25 -26 -27 -28 29 -30 -31
leaf_value=0.0079204782594872961 -3.2658680772584868e-05 -0.036498783413272083 -0.034431714634168616 0.097063232212660444 -0.033190831882333981 0.077665132443673651 -0.054819702253425466 -0.025857226558743892 0.043626291977348554 -0.010783893156323252 0.039258270945799284 0.06073266118749443 0.061294815352512869 -0.0085965618366074907 -0.043729679775037895 0.046720093332357875 0.027605956231125741 -0.0042547701011947936 -0.0055313010866267992 0.070829018441237582 -0.012361758627117359 0.040903658689928041 -0.024664104470658612 0.027866455265008451 -0.040333568789775572 -0.0030986452971682498 0.0038650052137866593 -0.047080202463858481 0.057149985756819767 -0.0063709177779261708
leaf_count=1618 347105 433 38 27 107 115 35 129 76 37 211 67 61 2747 157 153 359 1553 81 51 3045 67 705 329 382 715 807 436 40 245
internal_value=0 -0.0645113 -0.521319 0.635576 -0.0534253 0.363052 0.543109 0.684708 0.266029 1.21655 -0.0670493 0.029415 0.0106011 -0.123841 0.150226 0.192122 0.136221 0.0324563 -0.0114195 0.732621 -0.123363 -0.0230769 -0.165386 -0.0219448 -0.531424 0.135194 -0.22102 -0.299315 -0.218152 -0.642223
internal_count=361931 14826 498 65 14328 499 392 357 205 152 13829 5440 5373 2958 2415 2258 2105 1746 1685 132 8389 3816 2198 1493 449 1044 4573 3766 3085 681
shrinkage=0.05


Tree=5797
num_leaves=31
num_cat=0
split_feature=614 1373 1030 294 75 1370 287 1456 1177 1456 760 974 1124 1250 481 615 704 795 712 706 702 966 976 119 857 289 1388 427 858 905
split_gain=10.4912 14.7348 17.5583 19.7061 16.1094 15.9227 16.9283 16.551 19.9254 19.2882 17.1269 19.548 16.6472 16.3585 16.1518 16.2563 15.8826 15.4894 21.3528 19.499 19.3396 19.1651 18.7801 20.4175 17.8321 17.0406 16.6114 16.2168 15.8933 18.9568
threshold=-1.0625654336828987 -1.2601938093385081 0.99422031274767553 1.1887139829833562 -1.2687112183454581 0.70223084764880606 1.7827644798454763 1.0000000180025095e-35 1.330258535826035 1.5571501639310992 -0.97425371435744701 -0.16583582456836196 2.7322439979524917 1.6639040769990172 2.3025960977601807 -0.59108387774323179 -0.24729554537372936 -0.29258408639884992 1.0000000180025095e-35 1.5724059030450566 0.83871633330822193 2.1986369141678463 -0.093667077666385559 1.0000000180025095e-35 1.7407275403758 0.77236759533364518 0.75369802430402244 -0.51777360960278751 2.1406758129868066 2.0547806065677352
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 17 4 16 7 13 8 12 14 -10 -12 -2 -7 -9 -16 -4 18 19 25 28 -21 23 -20 -25 27 -24 -3 -19 -30
right_child=1 2 3 -5 -6 6 -8 9 10 -11 11 -13 -14 -15 15 -17 -18 20 22 21 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=-3.2755918919081284e-05 5.089866349855662e-05 -9.5924982090354365e-05 -6.7145430794732144e-05 -0.0002252353757836275 -4.6919699742953436e-05 -0.00013334172058357592 -0.00057980494222495545 -0.00029635059600835109 0.00023444347438010123 4.341577686082221e-05 -0.00047275363575904276 -4.9087358976814203e-05 -0.00035891626191321033 0.00024190399374886089 -0.00042085443002143124 0.00096276828666910764 0.0003600850055167103 2.2071832847896997e-05 -2.9505728345203325e-05 0.00014385055902042622 -5.0380738696996071e-05 -0.00055397280739758229 0.00014444025340001665 6.0472500689225242e-05 0.00032601870776226884 -0.00012978680609470746 -1.5419347752825785e-05 3.1290719005851318e-05 -0.00016023097252504788 0.00039745847212056942
leaf_count=91156 19962 7316 1005 4351 24505 11319 572 4020 526 2198 1668 1434 686 652 101 97 1267 68856 16079 5438 33024 245 16493 14831 1273 6501 3754 18625 3703 274
internal_value=0 -0.000980362 0.00565632 -0.0529562 -0.0285758 -0.0455374 -0.129041 -0.0160184 0.0121437 -0.139161 -0.173444 -0.255889 0.0397846 -0.107339 -0.257526 0.410931 0.179351 0.0125638 0.0342725 -0.00742957 -0.00582734 0.119682 0.0630492 0.0295859 0.0824784 -0.0285444 0.116355 -0.00220363 0.0143829 -0.119974
internal_count=361931 270775 227540 31128 26777 43235 12543 30692 24276 6416 3628 3102 20648 11971 4218 198 2272 196412 90555 38125 105857 5683 52430 32183 16104 32442 20247 25941 72833 3977
shrinkage=0.000980392


Tree=5798
num_leaves=31
num_cat=0
split_feature=1080 872 846 1462 944 125 1451 841 1453 633 1180 15 906 1269 1455 218 1465 899 15 770 1104 1183 771 1121 828 350 977 856 1045 493
split_gain=7.76377 24.3978 16.7696 15.0628 17.5131 17.7475 22.2313 16.5179 15.3179 17.8886 16.1697 14.7174 14.6727 14.4994 13.9762 14.0663 13.9012 20.6814 16.5622 21.5539 13.7497 14.2022 13.3299 13.1801 21.7042 15.5915 13.1248 14.1122 13.9779 12.9554
threshold=2.2092738772757108 1.0000000180025095e-35 -0.34823133643544524 -0.10809617625798811 1.4781763871474156 1.0000000180025095e-35 1.6310815009195776 0.97766024042254773 0.51954049301251548 1.8033126324891879 0.35591633748461543 -1.1297728279784602 -0.61991873111030671 1.0000000180025095e-35 0.5242327265902369 -0.95319170940574471 -0.099720559038131346 -0.4278634612028987 -0.56258151141362311 -0.28067432003232595 0.41297213004849237 -0.53764313038307832 -0.18805317777384586 0.16067466721203627 0.40117571060607077 0.68811240451303235 -0.93907539673941709 0.35427719004364194 0.75196294126834184 -0.48692314223035399
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 4 5 6 8 12 9 10 11 -3 -7 -8 -5 -16 17 -4 19 -18 21 -21 -17 -20 25 -25 27 -2 -28 -14
right_child=1 3 16 14 -6 7 13 -9 -10 -11 -12 -13 29 -15 15 22 18 -19 23 20 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00024518953376520818 -0.05268975853080568 0.021179999029890359 -0.049106264239521226 0.0093361812898056697 0.03558892321287651 0.024443788440919538 0.055807871736069173 -0.012786016152190877 0.013413350266101949 0.046113644802354171 0.0034405831001853419 -0.027578649354897667 0.019580830478929116 -0.023833940631470752 -0.02437419553511164 0.05284532213744874 0.056042262631725237 -0.01125723854325323 -0.020013129703037726 0.021580364629090559 0.0341853662734573 -0.051458157755290536 0.017427848444583536 0.046873964636734579 -0.037470928997378028 -0.04750658474699912 0.009673599564171213 -0.0026835588731187448 -0.011965070481729069 -0.0054738183403629723
leaf_count=350155 126 86 267 1755 165 696 93 371 268 52 364 995 370 38 56 224 117 1277 488 49 79 99 254 136 83 24 1912 241 476 615
internal_value=0 0.0525434 -0.06008 0.140992 0.062262 0.0315117 -0.124932 0.167013 -0.193899 -0.286285 -0.335792 -0.474934 0.254109 0.704628 0.280454 0.581683 -0.191239 -0.335639 -0.00312993 0.395507 -0.0233143 -0.45568 0.693677 -0.190069 0.224374 0.662149 0.0585937 -0.358383 0.114243 0.0860965
internal_count=361931 11776 5374 6402 4113 3948 1896 2052 1765 1497 1445 1081 1681 131 2289 534 2619 1544 1075 344 227 148 478 731 243 160 2755 367 2388 985
shrinkage=0.05


Tree=5799
num_leaves=31
num_cat=0
split_feature=785 728 930 921 783 694 791 953 1016 1457 430 817 1095 288 1324 899 1381 485 1260 706 691 926 1258 225 486 1297 486 532 682 760
split_gain=7.7052 9.01381 31.3403 21.4027 32.7154 21.2399 20.7917 32.0703 20.5908 20.0607 20.3552 19.6987 18.4352 20.2866 17.068 17.2596 16.8505 17.2393 16.5651 17.9459 16.5049 16.3584 17.0976 17.153 17.7096 16.3336 16.3283 16.3228 16.2458 17.2808
threshold=-0.86283290253235112 -1.3163276726681863 1.0000000180025095e-35 1.0525743831388839 2.2099560249315608 1.2615335103024639 1.0000000180025095e-35 0.67505964681462227 1.0000000180025095e-35 0.22063977688400369 1.0776679722287525 -0.5605470670690903 1.0000000180025095e-35 -0.56997231851299091 0.70036819076278212 -1.0000592777793174 -0.73753487436664777 1.1857153933476321 2.2351856009262039 -0.23259258640797992 -1.0049336889296756 0.42232142293719555 -0.24603556909270938 -0.77331923399318747 0.70478974874422573 3.1482421396831186 1.7878238918079068 1.0000000180025095e-35 1.3140755578960717 2.2654097059605838
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 6 11 16 -3 8 9 18 12 25 13 -11 -10 -16 20 -18 19 21 -2 22 -8 24 -24 -5 -7 -13 -4 -30
right_child=1 3 28 4 -6 26 7 -9 14 10 -12 27 -14 -15 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016441003872737494 0.01730587949897789 -0.001800216171781096 -0.0034548840854869028 0.004778583409745029 0.012444652923307672 0.00058968681532664232 0.012585717899803667 0.0055456870281874659 0.0027485431071606332 -0.010915954184927705 0.019049635906178069 0.0011872799748764845 -0.025282726644770333 0.0065956109553094557 -0.018832201844143876 -0.001578536412101662 0.0091022996806034932 0.025506132902062301 -0.026361496012414581 -0.0081688291767909368 -0.0071840462208731942 -0.011519953537367515 0.0090576144087447363 -0.0063762530903744719 0.082880125834475793 -0.046365757230942578 0.015404870215304451 -0.0054716741828652587 0.0032475464227191414 -0.021969308541527982
leaf_count=29559 458 164816 19599 11670 3303 15493 2230 13066 24231 2180 1133 13328 992 3982 1179 6218 5381 851 1002 14300 1340 1884 271 2426 57 90 944 9489 9931 528
internal_value=0 -0.00601545 0.021452 -0.0118311 0.0393337 0.083919 -0.020814 0.013739 -0.0135431 -0.0709261 0.047816 0.0168863 -0.0113626 0.0311808 0.0244484 -0.0739541 0.177327 0.233242 -0.11583 -0.101081 -0.0145544 0.00822551 0.0798773 -0.0553463 0.521781 0.0887934 0.0325449 -0.0267231 -0.0294326 0.0459452
internal_count=361931 332372 54525 277847 37880 24467 239967 75151 62085 30457 8287 34577 7154 6162 31628 7397 8030 6232 22170 21168 1798 6868 4984 2754 328 11760 16437 22817 30058 10459
shrinkage=0.05


Tree=5800
num_leaves=31
num_cat=0
split_feature=954 1437 1449 1449 283 1245 138 1193 1328 7 841 1039 1467 1453 1249 220 158 1039 1025 1024 53 710 698 969 1188 539 1256 845 1191 771
split_gain=7.69358 10.1599 12.3204 15.85 10.4797 12.8648 11.6525 11.431 10.3346 12.3657 11.6259 12.4386 12.3326 11.4669 11.3904 11.638 10.0857 12.0583 10.5437 10.6168 9.95269 9.49013 12.5469 9.80391 9.38531 9.37608 9.14808 9.34499 12.3196 12.4606
threshold=6.099786963134739 3.5253024523165304 0.79506610846124859 1.6354124814891826 -0.041388910535520483 1.6861103453904855 1.6705942553310362 -0.63293678518571983 -0.098502062257311909 -1.0511534917100407 1.1491749997113963 -0.19307978554977931 0.15407857731996497 1.1343281912642689 -0.69534468858813125 0.13271526730216743 0.55845953896324863 0.52252015254056172 0.77266072190293822 -0.55949530861756192 1.2912025798565661 -0.18969734071816655 0.8247523211815504 -0.0043199573105658527 -0.18009774632134215 1.0000000180025095e-35 -0.91852841533726803 -0.32961758187065288 -0.030199176755202249 -0.47064143137752329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 24 5 6 8 -8 26 -10 11 12 14 -13 15 -11 17 18 19 -6 21 22 -21 -23 -4 -5 -3 28 29 -28
right_child=-2 2 3 25 16 -7 7 -9 9 10 -12 13 -14 -15 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.2282730391537083e-05 0.018810533161059129 0.059601531032017922 0.0055976254059042514 -0.065555810408025855 -0.047867394865963003 -0.066648803937583267 -0.036853155279391238 0.06391011292027253 0.063494893324668442 -0.054030511525100036 0.070607849037974235 0.0092702821005059728 0.026894739912723988 0.091555357399969617 -0.062001928470888923 0.062132128969653137 -0.047197725807150828 0.02676834416902469 0.052775284869947953 -0.053737049796400121 0.05523631019027523 0.05345506258841784 0.032888417354204724 -0.04876059766084738 -0.055942297263368003 0.020239381594102632 -0.03337172029175231 -0.023947919576561359 -0.039025884050672303 0.023190586484296224
leaf_count=359502 202 27 33 29 152 38 22 56 49 25 30 104 51 22 98 20 129 94 27 125 25 33 24 27 205 80 62 344 79 217
internal_value=0 -0.00271115 -0.156633 -0.552127 -0.0834869 0.032163 0.0704102 0.863145 0.00908131 0.302213 0.138526 0.00182053 -0.375256 0.548867 -0.753612 0.174208 -0.335607 -0.18892 -0.37174 -0.47334 -0.150191 -0.345038 -0.692712 0.429691 -0.907082 0.119627 -0.149397 -0.196625 0.0406659 0.238612
internal_count=361931 361729 2227 347 1880 1244 1206 78 1128 399 350 320 194 126 143 45 636 507 413 386 234 209 149 60 238 109 729 702 358 279
shrinkage=0.05


Tree=5801
num_leaves=31
num_cat=0
split_feature=785 728 1309 1088 1184 846 126 1462 621 1076 591 61 1105 79 1187 572 844 1382 492 697 695 1254 215 914 1177 225 706 74 885 424
split_gain=12.1234 11.5008 10.6627 18.3515 16.6101 18.2703 16.318 18.1996 15.5338 14.6397 16.5236 15.5201 15.2596 18.6715 15.1828 15.6559 16.7339 14.2958 17.6532 14.2546 16.571 16.4524 14.2272 19.0044 14.2103 15.3789 15.6474 17.1466 17.0384 16.6262
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 2.7639737144699819 0.32136284863636239 0.35885439231009797 0.70880289725806289 0.70247026920229116 0.83240217117920579 -0.58297395077464731 -0.73065235057769284 3.2658335243644596 1.8471227971001352 -1.2071338136917857 -0.40250941850761329 0.43708411701849265 0.56376170262994796 0.88079693355451971 1.2245597993236088 -1.0040178173049594 -0.10024385317252291 -0.89781713489874904 -0.098298479281334325 0.30905963852890311 -0.8893948489254806 -0.6438688108321885 0.052407175084604754 -0.91781937612370912 0.35018306414905159 -0.019915113034128563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 9 24 -9 10 -2 -11 -12 -14 15 16 -15 18 -5 20 -7 -21 -13 -24 -8 26 28 -28 -26 -30
right_child=2 -3 3 17 5 19 7 8 -10 11 12 22 13 14 -16 -17 -18 -19 -20 21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-9.8131732536752854e-05 9.6632115093274367e-05 4.994201098036596e-05 -1.4352304210370493e-05 -0.00044122476016745333 6.627423554096909e-05 0.00057211771622745161 -9.1937189095654754e-05 -4.34637248691573e-05 -0.0003541982786103188 -4.0076318698632846e-05 -3.5674670108536603e-05 -0.00049187155755934392 -0.00087698567146633527 0.00039130469178009955 0.00048350378362412255 -0.00087140162753164758 -0.00080297999900033916 0.00012892592467768864 0.00030130591729811646 -0.00067667285840746503 -3.8340081208822147e-05 -7.0538824116758459e-05 0.00022830025009373873 -0.00064702830185412103 8.4570535142678717e-05 3.6365799434482901e-05 0.00058224990139914311 -7.2763514239552302e-05 0.00024065771567385454 0.00075219048262951808
leaf_count=3396 9138 26163 55594 1202 32004 347 3949 4567 1151 158432 23989 1214 111 385 839 159 101 427 192 305 551 6921 545 274 1089 25663 324 1662 673 564
internal_value=0 0.0359321 -0.0127076 0.00626534 0.0103513 0.0451119 -0.0226152 0.0203408 -0.102463 -0.0328092 0.0127675 -0.0434744 -0.0209537 0.220193 0.28811 -0.030393 0.169918 -0.224544 -0.343164 -0.0564804 0.20811 -0.0936509 -0.288375 -0.0279249 0.0410761 0.0583093 0.192002 0.0216857 0.315723 0.488356
internal_count=361931 29559 332372 97543 95722 40128 234829 39642 5718 195187 34722 160465 25584 1595 1484 645 486 1821 1394 8124 898 7226 2033 819 33924 29975 4312 1986 2326 1237
shrinkage=0.000980392


Tree=5802
num_leaves=31
num_cat=0
split_feature=545 1442 322 910 503 1181 362 513 834 843 972 569 1388 1313 971 1178 428 352 697 1218 846 1106 215 1243 1198 1393 972 954 259 155
split_gain=10.5763 14.352 15.7632 14.9994 15.4985 16.5297 16.8806 16.483 16.1271 14.9639 14.8581 14.7711 17.9362 17.7013 17.0956 17.2165 16.4576 14.4664 14.3435 14.2185 14.4793 19.5959 19.4604 19.3573 19.8585 15.8217 15.9021 14.7632 14.6707 14.0779
threshold=-1.0372938969678034 -1.2625182715263061 1.0000000180025095e-35 1.1864709727902141 -0.92115969566800648 1.804296067898749 0.63709073586708376 2.0831197595613671 0.35807936239523669 2.539957888746601 -1.3233650068126794 1.251596859177363 0.78813751225193751 -1.4937025404763973 0.9970754427091939 -0.42899803340743276 1.6247018280565928 1.3419366905206014 1.8266976228282321 -0.45767874637388051 -0.17145990424905946 2.9929551452626453 0.97477696548159176 -0.70436484161830981 1.0000000180025095e-35 -0.88358121412702928 -1.0865423046647578 -0.92790754870331005 1.0000000180025095e-35 1.3991578153053619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 11 10 -3 17 13 -13 14 -6 -16 -15 -9 -14 20 -4 22 23 24 28 27 -27 -24 -22 -5
right_child=1 9 19 29 5 6 -8 8 -10 -11 -12 12 18 16 15 -17 -18 -19 -20 -21 21 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.1412483647025488e-05 0.00017916972605936732 4.7903472092813176e-06 -0.0003430506820066692 -0.00011435331718226848 -0.00040152681623592496 0.0001025735956337672 0.00076120663536342816 0.0016151413923790844 -0.00066355385952558406 0.00020285335935436459 -0.00019083579938579539 5.9826919564868946e-05 0.00075747490968073943 1.7831893303027557e-05 -0.00047143444167410437 0.0010104611926701761 -0.00033016064479082519 -0.00099784802797695839 -0.001293708635598541 -5.5920927666595064e-05 0.0010131363878419909 0.0022066365685423604 0.0011230017646864765 -0.0003468188217294328 -0.00057026363653679094 -0.00087166679764028433 0.0010350880791302121 -0.0006540337767187614 -0.00071627155378960704 -0.00068133767122153285
leaf_count=94059 2858 224163 3358 2402 1488 824 218 38 424 1751 692 1275 307 12372 107 112 815 20 26 11205 218 20 42 2185 140 38 199 163 67 345
internal_value=0 8.64823e-05 -0.0444128 -0.0060962 0.0162548 -0.0102448 0.260456 -0.030395 -0.299114 0.00662265 -0.0969261 -0.00864683 0.221271 -0.0332689 -0.299806 0.391441 -0.00509069 1.00843 0.664731 -0.109511 -0.225239 -0.0662438 -0.0925878 -0.215039 0.332095 0.408074 0.810147 -0.222751 0.753395 -0.174792
internal_count=361931 267872 41958 24323 21576 18718 1042 17676 1174 225914 750 16502 1608 14894 1707 219 13187 58 333 17635 6430 3072 3052 2610 425 442 237 205 285 2747
shrinkage=0.000980392


Tree=5803
num_leaves=31
num_cat=0
split_feature=488 691 148 7 1452 1470 842 73 61 1469 906 786 1012 661 422 900 982 557 1104 138 865 774 206 497 698 1387 145 913 7 911
split_gain=7.69032 15.4361 17.6793 16.939 16.2288 15.5239 14.7224 14.2503 14.0123 16.3983 13.9433 18.7375 15.3337 15.8958 14.9501 14.814 13.7979 14.9219 13.6368 16.0963 14.3685 13.9543 15.1861 14.3824 14.3369 14.4399 14.0396 13.52 15.9236 16.2543
threshold=-0.54162997215827979 0.27334461773836316 0.17288720331335652 0.72842127969414039 -0.76841635434299438 -1.3072861918153278 0.66878815571507388 -0.3943592974402213 1.7262725660818381 0.23550153252728254 -0.69400837479159516 1.0000000180025095e-35 1.4711245761114824 0.48553334710836543 0.3605340332613915 2.3271602930889985 -1.686761091754738 -0.61389179070451894 -1.3422936476184737 1.6317452243756345 1.4787886395868426 -0.37203477675342628 -0.67234590578873088 1.2392246218941685 0.28728648756852382 1.9366736841200753 0.86378960314607101 -1.0766605284850026 0.1949560736210334 -0.84500982088077281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 27 -6 8 -3 -1 16 11 15 13 14 -12 -8 -10 -18 21 20 -20 24 -23 -24 26 -26 -9 -4 29 -29
right_child=-2 7 3 -5 5 -7 10 18 9 -11 12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0028275069972975076 0.00023068069444024793 -0.00056926679280391119 0.020942318031037657 -0.0090328002217278484 0.017927375748435715 -0.0038166010264402226 0.0094327126049639845 0.019528983033248848 0.049704687987513527 -0.022380488609836647 -0.00098812334855852084 -0.0097782761284712846 -0.026019963306138517 0.015793729731456763 -0.012127681907354399 -0.028126855140494258 -0.016505621004130229 0.0069626977032356541 -0.0095903442519570149 0.0097513467385262759 0.0047299970573419191 -0.049985586948785854 -0.009133556607576419 0.043005611621229289 -0.023158484624368751 0.08039099750709118 0.073763184621056077 -0.024021058150383717 0.020124160021952872 0.0023102824914518036
leaf_count=37776 249284 14626 675 6380 424 15254 2924 475 76 918 4250 1162 658 555 2787 168 803 998 14799 994 1309 167 596 84 215 22 123 499 590 2340
internal_value=0 -0.0200046 -0.00239135 -0.0572161 -0.0234172 -0.061442 0.0222091 -0.0692497 0.0451058 -0.133813 -0.0488537 0.058218 -0.107914 -0.081755 -0.11167 0.152409 -0.00679114 -0.0538638 -0.121778 -0.144612 -0.165709 0.121239 -0.151708 0.0287433 0.363449 -0.20996 0.587019 0.110487 0.048289 -0.0283505
internal_count=361931 112647 79237 26162 19782 15678 53075 33410 40571 2795 12504 4254 8250 7592 7037 3092 1877 1801 18784 17102 16108 1682 847 680 835 237 598 4104 3429 2839
shrinkage=0.05


Tree=5804
num_leaves=31
num_cat=0
split_feature=681 671 194 686 217 621 373 902 1393 1049 1313 497 1329 290 697 554 414 353 570 345 1042 1106 1453 291 347 349 6 764 635 763
split_gain=7.63802 11.1195 15.5865 15.374 22.7773 13.821 13.4044 13.1266 12.442 12.3881 12.8239 18.0604 14.0796 13.2319 13.832 14.3789 12.4594 12.3603 13.6569 12.2088 12.1687 12.3081 11.9755 11.9681 11.964 11.9113 11.6881 11.6112 15.2862 12.1391
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.58307762070518543 1.321975669573771 -0.97908324397341662 1.8889058338055735 1.3916986491924506 -0.63110063706369313 0.46378089412918705 2.1693685638288778 1.1801762854234688 -1.0215712635438232 -0.59839051592279879 0.25387263097497953 1.0989630865996587 -1.1046172441693465 -0.32363031273326887 0.57234361794921096 -0.2402944615663242 0.2523050342479603 0.75970239365258385 -0.48581256581091553 0.89653246390762387 0.89495170150148695 0.45475107226783956 2.0257598624127628 -0.76337448478377923 0.45126345977309207 0.035271589994795856 0.091163788439362625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 22 9 25 -7 10 12 -12 17 -14 15 26 -11 -4 19 -19 21 -8 24 -24 -2 -5 -15 28 29 -26
right_child=1 -3 6 7 -6 8 20 -9 -10 16 11 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=6.3211278304520517e-05 -0.0084551374149596497 -4.644698411159155e-05 -0.032238696006427189 -0.032903387357433513 -0.0072021526374698112 0.12759049593625937 0.077395912814140558 -0.0092372089869120402 -0.015359007040290055 -0.0083495063004364045 -0.056084804244630727 0.021892663956447463 -0.0083248875869032374 -0.033289395697862906 0.046403336395330681 -0.00078839187264840454 0.046320303288894742 -0.0033862110672377385 -0.038548327141878863 0.077774745995366393 -0.054609435174865932 0.016242921575068729 0.021184510364828522 0.096562365096013111 0.052699002633077363 0.018941995235640666 0.065846995238369663 0.057815460189731598 -0.037189097050386519 -0.021867220851921186
leaf_count=316432 824 23303 567 2226 9607 27 72 3948 20 95 75 482 1768 31 153 871 124 77 86 37 39 127 186 34 91 224 98 111 123 73
internal_value=0 -0.0365842 -0.0895154 -0.14355 -0.0880233 0.24114 0.032123 -0.312172 1.62429 2.1526e-05 -0.0350268 0.304454 -0.0934648 -0.0165593 0.180533 0.0848864 0.511774 -0.425439 0.117848 0.632899 0.604591 0.78976 0.185518 0.741029 0.0606944 -0.565422 0.917803 0.429893 0.134434 0.587039
internal_count=361931 45499 22196 17494 11096 1489 4702 6398 47 4464 4245 557 3688 2921 1153 1000 219 767 200 114 238 199 1442 220 1222 2450 129 398 287 164
shrinkage=0.05


Tree=5805
num_leaves=31
num_cat=0
split_feature=652 582 1367 1469 1329 291 357 1361 1368 73 629 898 905 1245 1042 912 531 145 20 1280 840 178 1463 753 842 1456 215 553 72 271
split_gain=7.61785 12.4388 15.6891 14.782 14.718 14.424 13.3381 13.2554 17.3202 15.4541 15.2253 15.076 14.9452 15.3703 15.46 14.5453 14.3173 13.9501 16.0883 13.9134 13.8885 14.0335 13.8782 18.742 16.0845 15.5524 14.9651 20.8249 17.4691 13.9337
threshold=-0.55024281929118113 1.0844420916666788 1.0000000180025095e-35 -1.3381350792132791 0.32219573557929099 2.429105911618584 -1.4378791651883722 1.0000000180025095e-35 0.70892277612114496 0.68976532938288038 -0.98975759413813524 -0.99100481492842296 1.0206187640920901 -0.41264707012086288 -1.0591255303847793 1.9066416596080098 1.9322150810946037 -1.0692100876835009 -0.36324845024610308 0.61486437178943043 -0.081562347444515085 1.0000000180025095e-35 -0.46262136008330895 1.7825565437713873 -1.4045823351507842 0.54917403837024492 0.81963352768454223 -0.43668820604038611 2.6411235472404289 -0.29502685028357389
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -3 6 -5 8 16 22 -11 -10 13 14 15 -13 -1 18 -15 -18 -12 -22 23 24 29 26 28 -28 -26 -9
right_child=-2 4 3 5 -6 -7 -8 9 11 10 20 12 -14 17 -16 -17 19 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0017670129091492176 -0.00051011276953617118 -0.0044853327680196495 -0.017969113298511672 -0.014406208884928605 0.0047439239077913045 0.018586080890462719 0.002487199100684641 -0.045353199015197306 -0.039856469161904939 -0.036805260834731242 0.0028780191717476134 0.054542831591905955 0.020827321850118319 -0.017303027799774325 -0.0031722139311441675 -0.052219512931836937 0.0084732289173096113 -0.016380598612127401 0.042429102887848555 0.054422757445556573 -0.0034621147452278192 -0.022954787461697764 -0.00033517942099618183 -0.011966800189807038 0.013631343824681591 -0.003460958257970906 -0.016681309901458587 0.011131216659378291 -0.051258174574577021 0.0079835671118690717
leaf_count=14943 246337 10291 404 838 2872 625 53681 180 237 332 2440 141 245 140 1677 24 904 3299 123 133 1399 819 11168 860 5002 1302 521 792 59 143
internal_value=0 0.013173 0.0222844 0.0467989 -0.0513026 0.0501545 0.0459844 -0.0122132 -0.0650455 0.0203422 -0.10189 -0.181983 -0.154293 -0.185205 0.0170594 0.767234 -0.0146374 -0.279787 0.253026 0.322181 -0.0736467 -0.203727 0.0468567 0.112983 0.14332 0.161041 0.204195 -0.000984236 0.259529 -0.418884
internal_count=361931 115594 102431 55548 13163 55144 54519 46883 21866 25017 4990 5886 5649 5404 1842 165 15980 3562 263 1037 4658 2218 20027 8859 7999 7676 6374 1313 5061 323
shrinkage=0.05


Tree=5806
num_leaves=31
num_cat=0
split_feature=890 407 795 758 588 1356 747 1097 706 854 797 613 1002 921 927 444 635 1119 976 50 273 379 695 771 1251 1380 212 768 1185 344
split_gain=12.519 19.0593 17.6957 20.9774 21.1162 22.0783 23.5775 22.8267 20.0419 18.7497 55.5344 19.0105 21.0009 24.2616 20.5417 21.1635 17.557 17.2631 18.472 19.0978 17.8543 17.1987 17.1002 16.3758 17.4097 16.5906 18.5012 16.3177 16.2397 16.6482
threshold=-1.0182342416987082 -1.2965003005540392 -0.29258408639884992 -0.1354147541679151 2.250834115212506 1.0000000180025095e-35 2.2668746584208797 -1.2571877020351898 1.6846785363603172 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.69854289147193727 1.0000000180025095e-35 1.0483613175537825 1.0617732612454149 0.75617417038194978 0.2853779254176716 0.10727311224032744 1.0000000180025095e-35 -1.0677403066734494 1.0000000180025095e-35 2.737480222402255 0.78989268862989193 2.6680457261989812 -0.61157629151061144 -0.22455506743781095 -0.74280120564277496 1.8513568661262731 1.4941807748473945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 -3 -5 10 -4 12 13 16 -14 -16 -11 28 19 -19 -20 -22 -6 25 -25 26 -15 -17 -9 -30
right_child=1 2 9 8 22 6 -8 17 -10 11 -12 -13 14 23 15 27 -18 18 20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-3.470182980285982e-05 -5.7197229666004959e-05 -0.00023788417268528472 -5.8461522331921695e-05 -2.842876473667548e-05 0.00022427527441536282 0.00012392616957803592 -0.00035483333970155772 1.6686981911852002e-07 0.00012124513614572455 -8.4537572199714985e-05 0.00024869348054306034 2.2596979673909923e-05 -0.0001660498722204338 -0.00023157718823550093 0.00015995520533892472 0.00015875367432772246 2.6774974743040513e-05 -6.2939217686112763e-05 -0.00014182175107215088 0.00011136382049372842 0.00036489858347076395 0.00010728637266237946 -0.00090518290568260718 -9.7410352356634475e-05 0.0017543483684837615 9.5369308380387145e-05 5.9260551543431035e-05 -0.00091270729852836741 -0.00028887953941807132 0.000360558095942955
leaf_count=96477 36838 2328 6898 39932 3729 15673 481 18082 5512 32583 4368 34536 10211 1933 1610 97 8607 6490 824 5807 2250 2773 58 4799 24 14228 2641 175 1774 193
internal_value=0 -0.00104684 0.00576026 0.0274823 0.0544401 0.0430224 0.111364 0.013826 -0.011082 -0.0128903 0.0724522 -0.0222387 -0.042057 -0.0253183 -0.127212 0.0740999 -0.0599435 0.0253062 0.0753613 0.02564 0.179345 0.227025 0.210165 0.0315877 -0.0891227 0.0607127 -0.060204 -0.492939 -0.0211695 -0.21894
internal_count=361931 265454 228616 105906 60462 56675 16154 40521 45444 122710 11266 111444 76908 64815 12093 1882 41190 38193 18144 12297 5847 5023 3787 23625 4823 18802 4574 272 20049 1967
shrinkage=0.000980392


Tree=5807
num_leaves=31
num_cat=0
split_feature=1469 290 491 1398 1190 544 1243 705 486 796 708 155 600 1243 555 408 837 829 1064 142 1466 908 1328 905 772 213 1463 411 662 980
split_gain=7.67308 14.3362 14.2968 13.9923 15.7329 14.7868 14.8903 15.1998 16.4606 14.4529 15.6791 15.2348 14.055 14.5884 13.9538 13.7605 13.6295 15.404 13.2249 13.1249 13.4266 12.9936 12.7754 16.5035 12.5711 16.4611 12.4594 12.8997 12.3882 12.2952
threshold=-1.0588145806293296 -0.15432896731821352 1.8351815068230952 0.39428516715555312 -0.61597773062777794 1.3187279471247144 1.9655621439520392 0.99715813669032338 -1.7666453070439483 -0.75739456769098112 -0.25719472384383851 -1.1996960834600061 1.9298763698135348 0.046185643344365021 -0.73713032219182495 1.6811798254135624 -0.39707147043356805 -1.0155041920021224 0.84037746077569009 -1.1002423157282424 -0.24079247722810021 0.6740097078478805 0.92343037746678036 0.69472742717749625 0.84614670732947161 -0.49883142028326627 3.0499989665719318 -1.056430101413953 -0.58271687606615485 1.7989055305887349
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 7 8 21 10 14 -12 26 -14 -3 -16 17 -4 -13 -7 -21 -6 23 -19 -5 -26 27 -11 -25 -27
right_child=-2 3 16 24 5 19 -8 -9 -10 12 11 18 13 -15 15 -17 -18 22 -20 20 -22 -23 -24 28 25 29 -28 -29 -30 -31
leaf_value=-0.0014833567153844365 -0.00035356317882641927 -0.0047161584030763447 0.032592807611723618 -0.007407124111239634 -0.051543429161899759 -0.022962306600265006 -0.016760305767401881 0.014210315849743166 0.0045950952932000255 -0.012921327960921745 -0.057784747714936059 -0.0075251883607497256 -0.034173754811348038 0.013696912422892208 0.029293424085501136 -0.0072133410354776554 0.01902988581692984 0.0092918294249795443 0.033356608916237894 0.033496569262021457 0.009438003084464212 0.02753955768627139 -0.043523303619891485 0.022307049358812718 -0.019514226470778558 0.025377856180335071 0.023465512173463193 0.00063397186781001882 -0.04633839331416853 -0.040844746466988727
leaf_count=25406 310540 320 123 2760 153 105 431 2160 8880 1136 61 490 342 115 691 145 781 466 126 517 561 45 107 34 197 419 237 4409 135 39
internal_value=0 0.0233212 -0.0146634 0.0615135 0.0821299 0.130515 0.106081 0.120338 0.0798826 0.00626549 0.177218 -0.0935641 -0.0443875 -0.440036 0.328993 0.463825 0.177662 -0.00965524 0.0111109 0.361765 0.425689 -0.664886 -0.134549 -0.0238615 -0.0762205 0.196227 -0.0167977 -0.0380922 -0.601142 0.405695
internal_count=361931 51391 27052 24339 20924 12852 11669 11238 9078 8072 1833 677 6239 457 1156 836 1646 865 616 1183 1078 198 742 635 3415 655 5782 5545 169 458
shrinkage=0.05


Tree=5808
num_leaves=31
num_cat=0
split_feature=346 1284 1400 38 16 146 826 280 1469 1331 483 1248 1256 693 1045 629 1452 1246 1178 837 1051 480 1436 1466 361 1252 603 1231 694 148
split_gain=7.61489 11.0192 12.9904 14.0691 14.9356 13.7375 17.5957 17.542 14.3339 13.1422 13.5166 13.1977 13.7253 12.5807 12.4097 12.1675 19.2535 14.0366 12.1184 12.8249 11.8353 11.4671 12.4792 12.014 11.366 11.321 13.3002 12.0636 11.2696 11.2085
threshold=2.2729813834108188 1.0000000180025095e-35 0.44766814313440978 1.0000000180025095e-35 -1.1403946134463447 0.71788462610987669 2.3326906238990142 -0.33618416454310729 2.1632063819094713 -0.24570330292024287 1.5101217726863658 0.79961689822826132 0.90971507305401922 2.3844001512391189 1.5394961101066922 0.12938972123425699 0.82711375264874976 0.3835727685956381 0.10826348674437991 1.3364470987052326 -0.36230716951504832 0.95874203688355186 2.5160119748016476 0.90053384096324118 -0.3018650045568872 1.066518867224743 2.86704978497198 1.0000000180025095e-35 -0.40893563657015614 -0.35231570942566076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 15 8 -2 10 18 -11 -13 14 -4 17 -17 29 19 -9 -20 22 23 25 -12 26 -3 -27 -21 -7
right_child=1 21 13 4 -6 6 -8 9 -10 11 24 12 -14 -15 -16 16 -18 -19 20 28 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.5505686104281345e-05 -0.014709519627320027 -0.0036052644479764614 -0.02081501305614027 0.055326400618939876 -0.014884590122082882 0.029161287395945201 0.087897364145027981 -0.0074040538210946739 0.053127379875573137 -0.01400022713030951 0.12409400323436189 0.0032439018670853944 0.070931590551349954 0.067285817336318277 0.01671504358359303 -0.025407763901932653 0.054669962200945971 0.056568002561492525 0.0011738847151639747 -0.014341503518704689 0.057005084689233258 -0.010995035933274673 0.085040230474419692 0.028852690635565243 0.02565109828487366 0.0079707437525577511 0.082767861833380904 0.065783505285935198 0.10188992610927489 -0.016982788559335528
leaf_count=350319 1654 1657 2048 52 1876 162 32 481 46 796 29 232 51 23 195 243 48 128 103 34 144 707 24 293 39 216 42 83 28 146
internal_value=0 -0.0701217 -0.120387 -0.0639193 -0.256715 0.0162212 0.305965 -0.0574914 -0.249852 0.120356 0.358065 -0.0871531 0.393928 -0.316561 -0.345437 0.213068 -0.187406 0.460877 0.250519 0.00788933 0.695468 0.0665523 0.159372 0.134517 1.37017 0.0498299 -0.0376034 0.531043 1.13985 0.184465
internal_count=361931 11612 8590 6324 1928 4396 759 3637 1700 1937 858 1079 283 2266 2243 727 291 436 790 543 247 3022 2315 2291 68 1998 1699 299 62 308
shrinkage=0.05


Tree=5809
num_leaves=31
num_cat=0
split_feature=785 885 1449 1455 539 1377 1002 1450 1176 718 507 694 1218 770 635 1148 608 790 930 692 1386 979 1390 499 1117 488 15 1062 4 737
split_gain=11.7739 12.0889 16.4428 25.412 16.6581 16.469 16.5055 16.7442 16.5896 15.6575 25.5901 24.1417 20.7665 19.8044 20.147 19.4957 20.8656 28.2369 19.2769 21.8622 18.9659 19.4472 19.2908 20.9417 20.8182 20.3082 18.1859 17.6356 17.6259 17.6914
threshold=-0.86283290253235112 0.35018306414905159 1.2624102624837521 1.2270625707982405 1.0000000180025095e-35 -1.0606629817441902 -0.32459312438081372 0.25736028940779887 0.54032782744357311 1.0159173274103563 0.65809631222906606 1.2927572326739147 3.9048232315577729 1.2370369277605475 1.4770767507691036 3.073785392405322 0.66665475971017707 1.8618223311409718 1.0000000180025095e-35 -1.534747940352488 0.37625148072740094 1.0333387011967667 -0.97986167291695836 0.14872693232370457 1.0007360560485064 0.20263000255482863 -0.50538574839868133 0.40371806048386877 1.4788446849640484 1.4683293454868511
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 5 -4 -5 -3 7 8 -7 12 18 13 15 14 -12 16 20 -18 19 -11 21 22 -2 24 -24 28 -20 -19 29 -25
right_child=1 2 3 4 -6 6 -8 -9 -10 10 11 -13 -14 -15 -16 -17 17 27 26 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=3.5197260524375953e-05 7.1961213190148597e-05 -7.2746666235026916e-05 0.00015272001794413911 -0.00049131107749733453 1.8503032079426438e-05 0.00012084025194536298 -1.346948546971583e-05 -4.4122317893043027e-05 -2.0043794350740802e-05 -8.4173694212129333e-05 0.00037431658249057143 2.8404935792789762e-05 0.00028129259927602961 -0.00026139878258585916 -0.00031167884914058339 0.00017885888302171619 -1.3630579580471293e-05 0.00025463407697181055 3.0212216331964056e-05 9.677120474121095e-05 -9.7803938093801666e-05 -0.00011733608544751773 2.0364319946125752e-05 -3.9047167434606823e-05 -0.00012900757014738451 -0.00017688181289935229 -0.00011224360676511054 -0.00010883970301664194 -0.0003548265974909303 0.00028391083950979215
leaf_count=29559 12193 15640 6748 630 679 16475 45176 6662 5421 5886 2539 5201 909 311 220 2047 33344 3103 7990 12205 45292 14884 40117 14834 6830 10471 13288 804 1440 1033
internal_value=0 -0.0120409 0.00875564 0.103239 -0.185212 -0.000538578 0.0125761 0.0559197 0.0862683 -0.0222891 0.0155139 0.12654 -0.0331896 0.274826 0.33006 -0.0353892 -0.0384447 0.00838672 -0.0115887 0.0459533 -0.0538688 -0.0348497 -0.0199279 -0.035749 -0.0022592 -0.0917254 -0.0605976 0.185395 -0.0369695 -0.0159903
internal_count=361931 332372 97431 8057 1309 89374 73734 28558 21896 234941 47640 8271 187301 3070 2759 186392 184345 37251 39369 18091 147094 101802 86918 74725 46947 27778 21278 3907 17307 15867
shrinkage=0.000980392


Tree=5810
num_leaves=31
num_cat=0
split_feature=785 728 120 941 1024 534 48 1398 391 1459 470 1318 629 704 638 277 703 774 898 407 704 496 801 1259 689 284 537 898 1312 1042
split_gain=13.4489 12.4343 12.219 15.3111 15.5906 16.8022 17.6917 16.5795 16.2453 16.0125 15.7335 17.1029 17.0645 19.1992 17.6963 17.5822 17.5752 16.7017 16.7002 17.1966 16.2063 15.7787 15.9536 17.9986 21.3344 15.726 15.2965 15.1438 15.1047 15.6918
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 3.0707296396180284 2.3389399539002458 1.0000000180025095e-35 1.0000000180025095e-35 0.24775132827282062 1.0000000180025095e-35 0.26922368096552635 0.66595742291584703 1.5030433812569315 -0.86876869517895783 1.1395513809468412 1.445313583639267 1.2562191775914726 -1.0110076602438094 1.3518100490714713 -0.50530479245215831 0.54032197783379154 0.85450774391652629 -1.8568997685195603 0.49547406992041321 -0.0093204858881303278 0.72022076402865742 -0.56416605725586433 5.5751539298594492 0.26241459791355015 -0.72985235388190439 -1.2171083567488263
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 26 10 8 -8 25 11 28 14 15 -12 17 -16 -14 19 -15 -17 -13 -23 -24 -25 -6 -4 -5 29 -7
right_child=2 -3 3 27 9 6 7 -9 -10 -11 12 21 13 18 16 20 -18 -19 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010130609144350118 -2.376725413039483e-06 5.2542817320611628e-05 -8.0779550683986659e-05 0.00034211399682896704 0.00037963612334869799 -0.00025259486482571752 7.4637705302655677e-06 -0.00020497604575877293 -0.00016058663551719011 0.0005107774682120502 -0.00026385734397094428 0.00092528031942927915 0.0001603199048824149 -0.00060257735872189743 -0.00055827764166041483 -0.0003000152061118201 0.00045721471751929491 0.00053588505849773665 8.0193043778404685e-05 0.00033089923909260477 0.00081865447031639167 1.317113158426681e-05 5.3881750678129563e-05 0.00046665051982551476 0.0017999585953948725 -0.00014648115440607723 0.0014905951861565476 -0.0002762699833313675 -5.9968713870510467e-05 8.3392679833160839e-05
leaf_count=3396 204130 26163 40044 885 695 1023 11843 6267 6243 562 1492 212 6199 495 162 693 408 551 857 106 70 3899 646 594 94 1208 35 257 33655 9047
internal_value=0 0.0380041 -0.0131833 -0.033196 -0.0362363 -0.0399621 -0.0186867 -0.0799039 -0.0425973 0.177183 0.0040959 -0.0182672 0.0801996 0.119702 -0.125548 0.165199 0.238886 0.199151 -0.119875 -0.414451 -0.184643 0.132757 0.104089 0.372573 0.715075 0.0387426 -0.0809446 0.220616 -0.0341168 0.0522326
internal_count=361931 29559 332372 128242 127100 124635 84556 24353 18086 2465 60203 49170 11033 8971 2062 7513 570 6750 1458 601 763 5445 5233 1334 688 1903 40079 1142 43725 10070
shrinkage=0.000980392


Tree=5811
num_leaves=31
num_cat=0
split_feature=785 885 1449 1455 1377 21 125 1466 683 1002 1450 1176 572 1061 1004 1454 893 1467 1118 1075 1185 294 846 221 499 981 488 1251 225 489
split_gain=13.2157 13.1786 17.4867 26.1444 16.7019 16.4746 16.0999 17.9263 17.1299 15.9512 16.3455 16.5482 15.8436 19.3389 19.7987 17.7254 16.0518 15.8441 15.5258 15.4934 15.2314 15.8504 14.6657 16.0813 16.5585 18.423 17.665 15.6207 15.6432 18.12
threshold=-0.86283290253235112 0.35018306414905159 1.2624102624837521 1.2270625707982405 -1.0606629817441902 -3.9164670491403295 1.0000000180025095e-35 1.4808384683488722 -1.07329023030195 -0.32459312438081372 0.25736028940779887 0.54032782744357311 -0.80326163028523578 -0.87357009987099121 0.59444477453878863 0.83666458647197584 1.0000000180025095e-35 3.0124991923077498 0.37493962751553139 0.50369288897393738 2.5744688783126342 -0.93296500049690056 -0.35975990809977476 1.8227074503890177 0.062744307857133821 -1.4151813842533505 0.070583878008954534 1.3318114216650467 1.5948620367756747 0.2605719426369032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 -3 -2 8 19 -5 10 11 -6 15 14 -14 -11 -17 -15 -19 -8 21 -12 -7 24 26 27 -24 -26 -29 -30
right_child=1 2 3 6 9 22 7 -9 -10 12 20 -13 13 17 -16 16 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=2.6821166713595948e-06 0.00037932662917837469 -0.00010768982325965757 0.00012169118583159012 0.00060307045884085923 8.4616562505295724e-05 -3.8265004790537596e-05 0.00021584497888374097 -0.00071442526122312113 -0.00066723809815468198 9.1956216503424169e-05 -0.00065445576061192161 -5.5665713164110757e-05 -0.00011286056462075163 -8.4738164028427235e-05 0.0002409065020918991 -0.00010308005111188708 -0.00087989764145673932 0.00059117553348828533 -0.00037398166830667021 -0.0012999698175707678 -0.0007365872392052534 -4.002285634051692e-05 -8.85165343781811e-05 2.823681772667023e-05 -0.00042041097176673329 -0.00010818177926023506 -7.52473293129254e-06 -6.0899913336933001e-05 -0.00015127680630964402 0.00306840262153009
leaf_count=29559 487 15640 6748 70 16475 106582 526 140 540 5774 260 5421 1255 35202 1714 645 194 287 105 33 183 6219 48482 6870 2670 45338 23900 558 30 24
internal_value=0 -0.0481613 -0.0264943 0.0708486 -0.0360278 -0.0587734 -0.221111 -0.0220616 -0.532943 -0.0228439 0.0196245 0.049507 -0.0486383 -0.0662295 0.101181 0.0507813 -0.251793 -0.0812374 0.350477 0.138168 -0.0797871 -0.0619514 -0.0597342 -0.0781861 -0.085591 -0.121807 -0.0615077 -0.333794 0.0888617 1.54016
internal_count=361931 332372 97431 8057 89374 234941 1309 699 610 73734 28558 21896 45176 38563 2969 6613 839 35594 392 559 6662 6479 234454 127872 121002 48620 72382 3282 612 54
shrinkage=0.000980392


Tree=5812
num_leaves=31
num_cat=0
split_feature=470 395 1367 705 1023 497 1442 655 1265 633 1049 558 1382 773 126 836 968 431 498 1250 282 78 1245 1386 787 623 708 1296 1318 1003
split_gain=11.9866 18.4284 14.5962 14.264 28.8931 20.5161 16.8656 19.3744 18.9871 16.4956 15.9101 14.872 17.0421 14.7207 14.6105 14.3579 14.1554 15.5083 16.1237 17.1508 15.248 14.7342 14.1383 15.081 19.5243 14.1251 16.1837 21.3867 16.4335 17.1501
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.61047007421192445 0.84297453113901832 -0.92662490140568188 2.4192885550665473 -1.2625182715263061 1.0000000180025095e-35 3.5547345547256035 1.0753928957262833 1.261689008203277 -0.3184943813953785 2.7718533126602853 0.34790222031410573 3.4826299468242277 1.1991597694720066 0.98942460799555387 -0.84545987738782025 0.72078637251430955 1.3459255012896725 -0.84868599149374757 2.4940810688632324 0.060877547527968957 -0.31923559494163051 0.90089217413124356 1.0479690957481449 -0.49072863527883354 1.0000000180025095e-35 0.36257522582693597 0.35315818973487345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 25 -5 6 -6 8 11 13 -7 12 -8 16 -15 -12 17 21 22 -20 -18 -9 -19 -24 -25 26 27 -2 29 -29
right_child=3 -3 -4 4 5 10 7 9 -10 -11 15 -13 -14 14 -16 -17 20 18 19 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-7.7443985572147749e-05 -1.1942390339147224e-05 -5.0579882983268033e-06 2.0591173295395378e-05 -0.00051711954331768362 -9.044632739541523e-05 0.00028477638511555407 4.6903055678928869e-05 0.00020658627847672649 -0.00056110944654390587 -0.00012471808738767179 1.6911732486097443e-05 0.00016393924091642393 -0.00087829152423456441 -5.5980560388838899e-05 -0.0010103624637948876 -0.0010429197796848284 -0.00040254910941571671 -0.0002062880631177904 0.0002172691092749651 -0.00067584103905779676 0.00036849081826295286 0.0018006542410703443 -0.00016940834890960966 0.00034320676117627439 -0.0013617593172373795 4.4847766339635317e-05 -3.6523446473183825e-05 -1.8759218431068098e-05 0.00023496824127497388 0.00021138107987033543
leaf_count=69285 35538 89543 11751 675 5957 2672 7707 1459 245 3928 620 8608 112 3744 71 63 138 2090 1474 106 1089 22 633 719 36 20746 82417 5377 3090 2016
internal_value=0 -0.0258854 -0.0604253 0.00226129 0.0376883 0.0435797 0.0293108 0.0468417 0.0984182 -0.00747037 0.210996 0.106398 0.0366502 0.0334216 -0.0755277 -0.0858002 0.0872252 0.0469655 -0.0102461 0.164928 0.296379 0.239252 -0.0949649 0.072266 0.27803 -0.00870912 -0.0179655 0.0170642 0.103043 0.0473254
internal_count=361931 170579 81036 191352 42168 41493 38138 32181 16672 15509 3355 16427 7819 11581 3815 683 7766 6539 5058 1580 1227 1481 3478 1388 755 149184 128438 46021 10483 7393
shrinkage=0.000980392


Tree=5813
num_leaves=31
num_cat=0
split_feature=1430 1160 1092 800 884 1023 900 734 726 1318 498 558 1391 809 1469 1436 986 1316 1094 1359 1356 1114 423 1466 690 1469 678 1388 1325 472
split_gain=11.9572 26.3164 17.0194 16.8985 15.7885 15.4648 14.983 15.0834 17.4326 19.0102 18.4716 15.2712 15.3072 14.956 15.3132 17.2639 15.3607 15.1263 16.6535 14.2855 15.8406 15.7023 15.3597 14.4008 14.7251 14.971 21.2564 20.0306 18.4113 16.3578
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0127093791323547 -0.57812715656594349 0.66905551989196432 -0.92662490140568188 1.2843353117411589 0.85494804639094091 1.0000000180025095e-35 -1.0488552218506111 -1.2247335299769804 -0.25496591607201563 0.97457310313754897 1.0000000180025095e-35 -1.2673214316849539 1.0000000180025095e-35 -0.68898326726344794 -1.0603605380051973 1.0000000180025095e-35 1.0000000180025095e-35 2.0056820137573372 1.3023234623335387 -1.2261379539733366 1.1899876529434907 -0.15069577280414334 0.15681970194025444 4.8175881778182967 -1.3341959325383208 1.4904779453873445 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 6 13 -6 -2 11 9 -9 -11 -8 -13 14 16 19 -1 -18 -19 22 -21 -22 -16 24 -24 -26 27 -27 29 -29
right_child=3 2 -4 -5 5 -7 7 8 -10 10 -12 12 -14 -15 15 -17 17 18 -20 20 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.00029542342239495116 2.7771242286556532e-05 -1.6067790454448794e-05 6.5885578428206059e-05 -8.1666482731899573e-06 -0.0006005224591531822 0.00022210844811608457 0.0002203860422710656 0.0009127754429204746 0.00040941898105140384 0.00076661501297559651 -0.00097733410623512861 -1.2063669015279857e-05 -0.0006965145761972148 -1.9890946968048689e-05 -0.0005237848025542286 -1.3484655039651183e-05 -0.0007238191697974902 0.00016591080268278533 -0.00025042128084917662 -8.1895515609656426e-05 0.0002648133801780489 0.0019509165254941747 -4.4208876099880035e-05 -0.00037085345923219853 -0.00012400934138935148 0.00062181618967213192 0.0012135772449143635 -0.00028388099992161369 0.0011411146517706237 -0.00063680424987426433
leaf_count=865 33315 72525 13768 160013 158 1358 1455 41 1473 32 133 1164 199 21838 1356 8612 242 1155 879 11997 341 24 9487 2812 9792 433 32 4267 53 2112
internal_value=0 -0.0258077 -0.000276712 0.0023352 -0.0661259 0.159798 0.0453107 0.165655 0.330566 -0.251459 -0.610578 0.0647679 -0.104889 -0.0731761 -0.102596 -0.118746 0.050916 -0.0534141 -0.000199327 -0.148168 -0.0569101 0.426254 -0.184029 -0.170034 -0.147085 -0.200276 -0.314012 -0.333525 -0.363382 -0.381308
internal_count=361931 164106 86293 197825 77813 1516 37812 4497 1679 206 165 2818 1363 76297 54459 51318 3141 2276 2034 42706 12362 365 30344 28988 26176 16689 6897 6865 6432 6379
shrinkage=0.000980392


Tree=5814
num_leaves=31
num_cat=0
split_feature=785 885 1449 1455 539 1377 1002 988 1450 1248 572 1061 1004 1454 893 1467 697 1456 1257 1118 21 320 1468 1464 1460 1457 1459 1105 756 1459
split_gain=14.0051 12.2621 16.9175 25.5191 17.8066 16.3269 17.433 16.5226 16.0534 16.3984 15.8153 18.8912 19.3743 17.4563 16.2628 15.9936 15.7083 15.6515 17.6049 15.4445 15.0217 16.7326 16.5989 19.398 29.7561 21.0463 23.5728 21.7359 17.3332 15.5187
threshold=-0.86283290253235112 0.35018306414905159 1.2624102624837521 1.3837091346444212 1.0000000180025095e-35 -1.0606629817441902 -0.32459312438081372 -1.3820670939764912 0.2851047416766056 -1.3972270305553784 -0.80326163028523578 -0.87357009987099121 0.59444477453878863 0.83666458647197584 1.0000000180025095e-35 3.0124991923077498 0.14202082242507755 2.0994270724704638 0.87360790875438232 0.37493962751553139 -0.70163543588998201 3.1329729150046788 2.3011637109198864 0.28596086599967491 0.9504607190545632 4.5199230557608798 -0.088205869773288079 0.17873172648272254 -0.18794170858287426 -0.05064362051825478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 5 -4 -5 -3 7 -7 9 -9 13 12 -12 -8 -15 -13 -6 -11 -19 -17 22 -22 -2 24 25 26 27 -24 -25 -28
right_child=1 2 3 4 16 6 10 8 -10 17 11 15 -14 14 -16 19 -18 18 -20 -21 21 -23 23 28 -26 -27 29 -29 -30 -31
leaf_value=3.6938588777976594e-05 -4.2649992744050973e-06 -7.48230003039987e-05 0.00014608724665566398 -0.00058071743047519652 0.00018588302035487151 -0.00040238544367474674 0.00012271385718398532 -0.00057125503839034408 -4.0943512760684963e-05 0.00010675310689836543 -8.2089429397923868e-05 -5.371883487610832e-05 0.00026843348966197405 -6.9991121259700836e-05 -0.00085627412912863375 0.00062234318341052443 -0.00062869549763653059 9.5140185144697822e-06 -0.0006550572122331653 -0.00033986006054300604 -3.9978121163128524e-05 0.00016188240007815669 -0.00033013713080020995 -0.00035328555086774964 -0.00037445686156514795 -0.0012472987095812809 0.0010462754319419552 0.00060252433300881497 0.00013143881604407584 0.00045384176071076686
leaf_count=29559 69525 15640 7005 486 432 529 5774 275 6190 20637 1255 35202 1714 645 194 287 134 649 278 105 159310 1895 402 857 326 36 225 234 1117 1014
internal_value=0 -0.0145708 0.00635775 0.102136 -0.222108 -0.00305913 0.00999061 0.0545002 0.0609903 0.0899211 -0.0170289 -0.0346566 0.13098 0.0824365 -0.218398 -0.0495417 0.00468766 0.0957069 -0.188506 0.383649 -0.0248789 -0.0377076 0.00586885 0.150749 0.289227 0.393073 0.427256 0.0208319 -0.0388856 0.587352
internal_count=361931 332372 97431 8057 1052 89374 73734 28558 28029 21839 45176 38563 2969 6613 839 35594 566 21564 927 392 234941 161205 73736 4211 2237 1911 1875 636 1974 1239
shrinkage=0.000980392


Tree=5815
num_leaves=31
num_cat=0
split_feature=785 885 1449 1455 539 1377 1002 1450 1176 697 572 1061 1004 1454 893 1467 1118 1185 294 718 507 694 1218 608 790 1148 770 635 930 692
split_gain=11.3353 11.8222 16.4375 25.4402 17.8147 16.1627 16.425 16.4573 16.5382 15.8234 15.5864 18.9102 19.364 17.4348 16.1159 15.9044 15.4396 15.3676 15.8879 14.8348 25.6997 24.4162 20.4568 19.8093 27.325 20.2539 19.776 20.2267 19.3259 22.1966
threshold=-0.86283290253235112 0.35018306414905159 1.2624102624837521 1.3837091346444212 1.0000000180025095e-35 -1.0606629817441902 -0.32459312438081372 0.25736028940779887 0.54032782744357311 0.14202082242507755 -0.80326163028523578 -0.87357009987099121 0.59444477453878863 0.83666458647197584 1.0000000180025095e-35 3.0124991923077498 0.37493962751553139 2.5744688783126342 -0.93296500049690056 1.0159173274103563 0.65809631222906606 1.2927572326739147 3.9048232315577729 0.66665475971017707 1.8618223311409718 3.073785392405322 1.2370369277605475 1.4770767507691036 1.0000000180025095e-35 -1.534747940352488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 5 -4 -5 -3 7 8 -7 -6 13 12 -12 -8 -15 -13 -17 18 -9 22 28 26 23 25 -25 -2 27 -22 29 -21
right_child=1 2 3 4 9 6 10 17 -10 -11 11 15 -14 14 -16 16 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.3596333885191022e-05 -5.330278104943813e-05 -7.3018266196921911e-05 0.00014614151192503927 -0.00058105401691376749 0.00018697602043176931 0.00011932625219411474 0.00012431974289171265 -0.00062511775936797834 -2.1315411037234131e-05 -0.00063115070338768753 -7.9645144370924545e-05 -5.1401160206790743e-05 0.00027092198034136546 -6.9039082872180947e-05 -0.0008525178370722711 0.00062397636238008974 -0.00033873435632221488 -0.00070868739818200457 -6.1289483949450862e-06 -8.6709335668012401e-05 0.00037373972559360754 2.6494923092452408e-05 0.00027874205186826631 -1.1812556181883172e-05 0.00017973715473679458 0.000188531944800448 -0.00026164849076532753 -0.00031331976112865929 -6.111894979588595e-05 9.5548389843003352e-05
leaf_count=29559 147094 15640 7005 486 432 16475 5774 260 5421 134 1255 35202 1714 645 194 287 105 183 6219 5886 2539 5201 909 33635 3927 1736 311 220 21278 12205
internal_value=0 -0.0127811 0.00778174 0.102247 -0.221772 -0.00150884 0.0114807 0.0547099 0.0847902 0.00508474 -0.0147675 -0.032279 0.1335 0.0840559 -0.216761 -0.0471882 0.385124 -0.0453341 -0.0273922 -0.0229154 0.013867 0.125093 -0.0335283 -0.0357106 0.00974035 -0.0505901 0.2742 0.32937 -0.0132858 0.0443124
internal_count=361931 332372 97431 8057 1052 89374 73734 28558 21896 566 45176 38563 2969 6613 839 35594 392 6662 6479 234941 47640 8271 187301 186392 37562 148830 3070 2759 39369 18091
shrinkage=0.000980392


Tree=5816
num_leaves=31
num_cat=0
split_feature=1368 1469 1456 1452 1463 1453 1454 1452 1451 906 1470 14 1265 904 1453 633 1455 81 831 974 1388 1254 704 1451 1458 1463 1470 1453 963 1455
split_gain=7.87501 13.8641 22.6544 21.8827 19.2833 18.6891 16.2499 23.27 18.732 17.5575 16.1304 15.9512 15.6565 17.146 15.4088 15.8852 17.7548 15.356 15.2992 15.7178 17.7688 15.9939 15.903 14.7488 21.7298 20.509 18.3573 18.1404 17.7348 19.4244
threshold=1.0000000180025095e-35 0.42433792593615 1.0000000180025095e-35 0.70902136653063086 -0.30638895574665109 2.1014957791897717 -0.71584950188157126 -0.59694121484401241 0.2765964560887017 2.3025061029849625 -1.319112866592808 1.0779589175016941 1.0000000180025095e-35 -0.61593526528725129 0.4143297477252143 0.77566123941214604 0.019324323726861894 0.95427215545838828 2.1965197198778803 0.28961230756414674 0.10365268928712783 -0.38537405772860817 1.5123007524480223 0.074160100309788077 0.66908396227393185 0.94170239728407068 0.360274951809401 1.257127198603895 0.96270076238734315 1.070009592466624
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 5 -5 23 12 -8 9 -9 -6 -10 14 -14 15 16 17 -4 -1 -20 22 -22 -21 24 28 -26 27 -25 29 -3
right_child=-2 2 6 4 10 -7 7 8 11 -11 -12 -13 13 -15 -16 -17 -18 -19 19 20 21 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.00029348836523382193 0.000476396971290609 0.0022974720435819467 0.0071440292853644886 -0.0032582337301846919 0.019519178254693889 -0.030904961171947964 0.00062133968760377974 -0.020146384140989029 0.0054496441821921936 0.016266185032985967 -0.031336321592210989 -0.034820962720160817 -0.031488954257901373 -0.0024968735438943507 0.030505657895887325 -0.023302850828512189 -0.015327252737769151 0.042812686300876757 0.01021965585655798 -0.010018973986214843 -0.0051726823343133197 0.026214591611958517 -0.069579472220524366 -0.0043072530526202567 0.0090258319720673864 0.069226515537129857 -0.024064781900035585 0.02092298719084348 -0.0053325044577649736 -0.01254413643471438
leaf_count=146201 145940 25057 1367 1660 98 359 2100 5517 1082 295 1161 208 588 1371 293 372 607 192 3541 825 455 323 71 9241 2622 62 736 379 7674 1534
internal_value=0 -0.0132287 -0.0448244 -0.0215238 -0.252811 -0.00976836 -0.142326 -0.209873 -0.293688 -0.367601 -0.516794 -0.0142581 -0.0172492 -0.216169 0.0994448 0.0284638 0.114532 0.247171 -0.000820792 0.118511 -0.0590452 0.176019 -0.284 -0.00575723 0.0172461 0.215015 -0.0900207 -0.0612682 -0.00113611 0.0295977
internal_count=361931 215991 64575 50583 2919 47664 13992 9202 7102 5812 1259 1290 4790 1959 2831 2538 2166 1559 151416 5215 1674 778 896 47305 36949 2684 10356 9620 34265 26591
shrinkage=0.05


Tree=5817
num_leaves=31
num_cat=0
split_feature=1430 1298 746 1318 809 1469 284 21 1453 1465 1469 1467 1469 1331 635 1450 623 1321 1427 629 1092 993 756 623 211 150 677 1462 1449 290
split_gain=7.90516 13.7349 15.3309 16.6185 15.6481 16.7186 17.1699 15.9423 15.6926 24.5427 24.8942 17.2497 23.4068 16.6948 16.3395 16.3196 21.6484 15.0285 14.76 14.6776 14.2229 18.7499 17.4069 15.2257 14.9473 14.9063 14.498 17.257 17.614 17.4809
threshold=0.54622893720785959 1.0000000180025095e-35 0.66766320980544069 1.4423801815000166 1.0000000180025095e-35 -1.2201123333327371 -1.4691678416048204 1.7567652095367545 0.59428066624472364 0.14486519861544186 2.0255131783821718 0.20098761120618283 1.034122112985618 -0.79492434082371732 -0.47620677709553111 1.7997640778274977 -0.24448924863359092 -0.30970390557087951 1.3914382567499328 0.58309809233117293 1.0127093791323547 -0.89727091510114898 -0.18794170858287426 1.0290180936311104 -0.98879510133108817 0.46110510033891411 2.6489064257134509 2.3537553707775403 0.056779638561053621 0.072000631735438067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 19 -7 -8 11 10 18 13 15 14 -9 16 -13 -14 -10 -1 23 22 24 -3 -22 -26 -23 28 29 -28
right_child=-2 20 3 -5 -6 6 7 8 9 -11 -12 12 17 -15 -16 -17 -18 -19 -20 -21 21 26 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0054699326783267041 0.00077345964302599475 -0.00085353128103986785 0.0051678957534122376 -0.01447534045265301 -0.00049174192247860801 -0.018985386881452973 -0.0033416487687487903 -0.034652681519180294 -0.0020937847691776959 -0.038243216670572136 0.098301131200246 0.0073561020202069036 0.080563044340470041 -0.029577131009106444 0.045074225126267999 0.035123184921987675 -0.044808782109664685 -0.017391176411156475 0.068222318762280298 -0.012376780994129262 -0.07758867714728257 0.0026489229248873019 0.02043702759830883 0.0027398490099162535 -0.012810508991563899 0.028110370307619672 -0.034430247744524092 0.011730886153303003 -0.032244753481407554 0.0045640718292686124
leaf_count=4389 85047 112400 6244 698 49646 3304 56155 106 269 156 39 364 73 1877 94 68 343 56 40 756 35 17917 1211 18644 345 155 172 389 432 507
internal_value=0 -0.010074 -0.0316113 0.0697694 -0.0400405 -0.0713178 -0.0874089 -0.0792804 -0.261441 0.117533 0.433937 -0.353518 -0.0315768 -0.501608 0.247474 -0.22981 -0.412762 1.00425 0.182817 0.0563662 0.00393568 0.0547426 0.271144 -0.00621448 -0.0723634 0.0235603 0.0358757 -0.164804 -0.295046 -0.093783
internal_count=361931 276884 124677 6942 117735 68089 62944 59640 3485 504 348 2981 904 2077 200 775 707 129 309 5145 152207 21163 1746 131044 535 500 19417 1500 1111 679
shrinkage=0.05


Tree=5818
num_leaves=31
num_cat=0
split_feature=1028 407 795 758 754 588 706 920 590 273 695 854 797 613 936 482 1020 211 785 426 1425 491 522 659 222 1028 771 427 633 322
split_gain=13.1069 22.2827 16.16 19.1057 24.0248 20.9244 20.1143 18.9065 21.2017 18.7556 18.6848 17.9034 50.4145 21.6952 18.2185 18.8734 19.4487 27.8519 17.0889 19.4922 18.2549 17.042 17.0347 16.327 16.0915 17.0805 16.0661 15.9527 17.1971 17.3911
threshold=-0.96688480048775205 -1.2965003005540392 -0.29258408639884992 -0.1354147541679151 2.3218875611781908 2.250834115212506 1.6846785363603172 -0.83967173534858641 -0.67541201360492764 -1.4062429412021196 2.737480222402255 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.30310323293594316 1.1507662600995168 1.3028993738884604 -0.73648451921285307 -0.86283290253235112 1.1606311095972439 1.0000000180025095e-35 2.2600692575953598 -0.71745339412579689 -0.65794869715300641 0.038501197200123231 1.0000000180025095e-35 1.7487876615322582 -0.49991583447284288 2.6267512487368179 1.4725277493311824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 27 8 -3 -8 -7 12 -4 14 26 -16 -17 -18 -9 20 -20 -10 -21 24 -14 -26 -13 -5 29 -29
right_child=1 2 11 6 -6 10 9 18 21 -11 -12 13 23 -15 15 16 17 -19 19 22 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-3.60138785019611e-05 -6.3307316289845045e-05 -0.00018653361042166483 -5.56393686266934e-05 -0.00010174493545045193 -0.0001824548572178957 0.00023633660077467116 -0.00036224522455122578 0.00010775849560915995 0.00022094644258458199 0.00016026214264735955 -0.00097206336629162388 -1.724262943418717e-05 0.00033706726174655865 2.6003578421096635e-05 -0.00012398008649333297 0.00016482701648895914 0.00084605035566389427 -0.0011456582831741815 6.8317977912186634e-07 8.9884517180219463e-05 0.00012058733735870322 0.0010747800732514522 -0.00017789284140780703 0.00029022919814610426 0.0010550870290687339 -0.00055595388579404205 -0.0003527736149152226 2.2768499922714743e-05 -0.00037704472971048186 -0.00020933369730724761
leaf_count=101945 36060 643 6546 11825 3029 3486 541 12757 3555 5064 56 51880 225 33396 19379 1853 42 132 21980 1505 7803 98 4353 3637 27 314 804 26167 605 2224
internal_value=0 -0.00234198 0.00510807 0.0258038 0.0520034 0.0606534 -0.0105135 0.0490455 0.188817 0.124533 0.220802 -0.0130835 0.0716957 -0.022328 -0.0438889 -0.102536 0.101608 -0.6197 0.0361567 0.0120446 0.0346243 0.251937 -0.107165 0.246447 -0.099594 -0.403898 -0.0221509 -0.0282134 0.000161987 0.00842574
internal_count=361931 259986 223926 105691 59265 56236 46426 52694 4296 5605 3542 118235 10749 107486 74090 21406 2027 174 48398 35641 29783 3653 5858 4203 566 341 52684 40821 28996 28391
shrinkage=0.000980392


Tree=5819
num_leaves=31
num_cat=0
split_feature=785 728 885 1457 718 930 689 485 1218 418 1148 608 790 1386 979 1390 499 1117 488 4 737 365 962 558 659 355 1062 263 1243 689
split_gain=13.5004 11.1596 11.0414 16.1783 15.8127 25.925 22.5615 26.4044 21.0759 21.027 20.2425 20.4454 27.5257 18.5999 19.2349 19.623 20.0651 20.298 19.0504 17.9813 17.5944 17.6207 17.5481 20.9079 19.3411 18.6843 17.498 17.3793 17.24 17.0468
threshold=-0.86283290253235112 -0.49008176997875957 0.35018306414905159 4.7787224532167558 1.0159173274103563 1.0000000180025095e-35 1.1511195098725142 0.21839565384422893 3.9048232315577729 -0.14487725385518851 3.073785392405322 0.66665475971017707 1.8618223311409718 0.37625148072740094 1.0512052939106304 -0.97986167291695836 0.14872693232370457 1.0007360560485064 0.20263000255482863 1.4788446849640484 1.4683293454868511 1.0000000180025095e-35 0.78457125397875782 -0.72348834783181692 0.62821384419828064 1.6323240847269647 0.40371806048386877 3.611231359429866 -0.79818365223864418 -0.4288425582216272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 6 7 28 10 -9 11 13 -13 14 15 -2 17 -17 19 20 -18 -22 24 -24 -15 -25 -14 29 -6 -7
right_child=2 -3 3 -5 5 27 -8 9 -10 -11 -12 12 26 22 -16 16 18 -19 -20 -21 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-9.4309311718808353e-05 7.1173745391875276e-05 5.170000661710094e-05 4.2983957148884382e-06 0.00040345663414810968 -0.00015102943693878797 -0.00013811134843074203 -0.00012027676941257398 0.00031676702512093064 0.00028275104042868007 7.6689175841953585e-05 0.00018197361495802072 -1.4797902343569416e-05 0.00025049457357295842 -4.9819603674695917e-05 -0.00011912815423798236 1.7850584122407111e-05 -4.0654805427527272e-05 -0.00012933433537796853 -0.00017404865420747148 -0.00035919919173498725 0.00046558092388320719 -0.0002404548784926076 -1.5988331603277033e-06 -0.00030330982177290919 -0.00025760830093968126 0.00016658817347882805 -0.00011134457489699449 -0.00079486834455420386 7.4872753479898101e-05 2.7501965489001149e-06
leaf_count=3396 12246 26163 97005 426 2365 6097 3151 3526 909 3460 2047 33344 3103 28305 14521 40273 14907 6857 10515 1447 723 313 3971 8859 3411 746 804 125 9475 19441
internal_value=0 0.0379702 -0.0133538 0.00651656 -0.0231439 0.0148248 0.0742334 0.10329 -0.0340967 0.208477 -0.0363112 -0.0394232 0.00691065 -0.0546896 -0.0358584 -0.0212476 -0.0371727 -0.00446893 -0.0918292 -0.0389316 -0.0177985 0.286736 -0.100121 -0.196111 -0.071426 -0.269435 0.181538 -0.0364364 0.0302351 -0.031525
internal_count=361931 29559 332372 97431 234941 47640 21977 18826 187301 6986 186392 184345 37251 147094 101802 87281 75035 47130 27905 17390 15943 1036 45292 13576 31716 9605 3907 25663 11840 25538
shrinkage=0.000980392


Tree=5820
num_leaves=31
num_cat=0
split_feature=890 407 1235 733 21 1454 1469 21 64 184 219 831 1470 57 252 80 1460 1451 125 358 1453 1040 1460 1454 1470 815 227 1457 1463 572
split_gain=15.4353 20.5335 19.3964 19.5356 21.1946 19.9848 20.2079 20.1745 20.0139 19.5687 18.272 18.1666 19.6039 16.7846 20.2334 19.8421 17.059 23.0073 20.627 18.2101 21.2759 19.2415 18.1989 43.6518 19.4757 17.7004 17.6123 16.3461 18.2201 17.3599
threshold=-1.0182342416987082 -1.2965003005540392 -1.24934742919911 2.3938204998800492 -0.32341995197817647 -0.91909735138557946 -1.1374964112163577 -1.2689586617576902 1.0148196801701652 1.384368771371848 -0.20222196125801864 0.7352422090975943 -1.1298860701531226 1.4243427035504792 1.0000000180025095e-35 0.60564986727282799 0.14860921938669633 0.11757366443131641 2.4788691582542799 -0.17272141893576434 -0.20662850366848182 -0.18281040001154203 0.22912600144955811 -0.74726004084035758 1.0186265144224738 1.6638054002796892 -0.34743561835782361 -0.23346517320048474 2.1410082715956329 -1.0176942849038464
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4 10 13 -9 -6 -13 16 15 -15 18 22 19 21 -21 -8 23 -18 -24 -26 -23 28 29 -22
right_child=1 2 3 -5 11 6 9 8 -10 -11 -12 12 -14 14 -16 -17 17 -19 -20 20 27 26 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.0179868189681289e-05 -6.1052158664577974e-05 -6.8218217560880406e-05 -0.00061527914997619882 -0.00013114529290095451 -1.4766719753598355e-05 0.00012905658179425227 1.8859391429689734e-05 0.00010087801629627662 -0.00032961228021714003 -0.00013034464055866515 0.00051611059652869132 -0.000122426532447597 6.3975901016092936e-05 0.00045070229752222071 -2.7153800347260443e-05 7.0596441446774631e-06 0.00095672129825686365 -3.603426031797137e-05 0.00036499787514655667 -3.6147657172615877e-05 -0.00060814431479731975 -4.9146117724076466e-05 0.00017908354351627292 -0.00035764063738926441 -0.00034303807065800965 0.0012167733158133087 -0.00029015751330728218 0.00024362052900619421 0.00095099841282588523 3.8075505908498684e-05
leaf_count=96477 36838 22083 159 7041 110918 8955 4952 838 313 4745 1223 2849 26224 1380 1339 672 335 3948 584 10705 223 2992 5293 196 573 29 3489 2921 78 3559
internal_value=0 -0.0029161 0.00414538 0.0101545 0.0135076 0.0492085 0.0405061 0.245361 0.291829 0.0207258 0.359314 -0.00149959 0.046594 0.0345501 0.179583 0.313464 0.0208556 0.0967761 -0.00824353 -0.0179538 0.0269299 -0.0924893 0.177307 0.560251 0.141699 -0.247628 -0.17667 0.125086 0.0261166 0.000127166
internal_count=361931 265454 228616 206533 199492 59501 56968 2533 2374 48013 2061 139991 29073 43268 3391 2052 39877 10374 29503 28919 17486 11433 6426 531 5895 602 6481 6781 3860 3782
shrinkage=0.000980392


Tree=5821
num_leaves=31
num_cat=0
split_feature=785 519 728 650 660 618 791 636 89 842 911 21 326 710 1025 645 973 1126 98 1325 220 126 872 416 1470 263 1020 563 1393 498
split_gain=12.6632 11.3393 16.1072 18.4862 18.0012 19.2286 21.1465 20.4833 18.9648 18.391 23.6301 18.3729 16.7813 16.7971 16.7259 16.632 16.8783 16.5542 17.9872 16.4506 16.6924 16.1985 19.7194 19.4394 18.9898 18.5092 17.4111 22.2897 17.4422 17.3635
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.6923072129381651 -0.72421686037558375 -1.4147875658213491 1.0000000180025095e-35 -0.068383332646191022 0.45524842711242136 1.1386971735256264 0.47869654671021555 -1.6471741456694959 1.6390506412245707 -0.92922738563677476 2.9844287549711388 1.0999280683389623 -0.3520936843062038 0.63395090002288301 2.1753995300214073 -0.41019973645865238 -0.91659568494188137 0.70880289725806289 3.0757328524286596 1.8189509286970231 2.5482097856432659 0.66115833724634121 2.1590889378513896 -0.22119805304004453 0.86267099196819863 1.7244653442151952
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 12 9 8 -8 -7 -11 -6 14 -14 -4 16 -2 -9 -19 20 -12 22 26 24 25 -23 -13 29 -29 -28
right_child=1 -3 4 -5 11 6 7 17 -10 10 19 21 13 -15 -16 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=3.6293992679909606e-05 3.1490481116232579e-05 3.4929168927365793e-05 -0.00016559785029692119 0.0001334481992327027 0.00015829118248550814 1.0131944526552462e-05 5.7520364892203656e-05 0.0001112298321780877 -0.00022502630585757407 -0.00027972547503455697 0.0011612850204904281 -6.1911034989254804e-05 -0.0014566051474179523 0.00048468409357621084 0.00091407001170631279 9.46044708198836e-05 -5.7514927033851802e-05 0.0003111991063432014 0.0015978137179760608 -8.6959000946932425e-05 0.00018071854562233495 -5.4907680809313426e-06 0.00022620332986446687 -0.0002389303699028099 -0.00042148940416788399 0.00013302369849776244 0.00020000506630900327 2.0152191409735168e-05 -0.00049805745932771507 0.0010561729553549934
leaf_count=29559 20388 21518 7946 6225 3398 33729 5736 7679 1851 2837 106 141318 26 302 133 7761 24809 1591 55 1257 438 30721 1172 1674 573 4710 1968 1916 435 100
internal_value=0 -0.0127104 -0.0168472 0.0172153 -0.0258999 0.0081297 0.0213895 0.0896022 -0.00360988 -0.00889988 -0.143803 -0.0387181 -0.120297 0.360459 -0.153329 0.00303957 -0.0151212 0.159425 0.359553 0.0449891 0.369726 -0.04178 -0.0546435 0.000870926 0.0124887 0.0190608 -0.0576898 0.0844042 -0.0699513 0.258297
internal_count=361931 332372 310854 59183 251671 63686 55279 16912 7587 38367 4638 187985 8407 328 8079 52958 45197 9325 1646 1801 544 184587 146909 37678 36004 35431 145737 4419 2351 2068
shrinkage=0.000980392


Tree=5822
num_leaves=31
num_cat=0
split_feature=785 1165 405 911 1253 710 1046 570 271 428 1186 148 146 476 151 572 146 281 1328 417 1158 485 639 207 622 845 1115 76 1116 585
split_gain=8.17507 9.35704 11.3556 10.8084 10.2481 11.1252 12.5542 12.0102 10.6064 11.175 9.81048 9.9054 9.74995 9.6959 10.2064 13.0854 11.5354 12.2255 12.769 11.4245 11.3275 11.249 10.936 10.2975 9.76009 9.61527 11.7709 11.8289 10.5846 10.5626
threshold=-0.86283290253235112 1.0000000180025095e-35 3.5736363738346935 2.8196957708757604 0.93676556529660993 -0.023083852337294323 0.68154367360302437 0.61480477128909983 -0.29502685028357389 0.58830460445994115 -0.24460760721622868 -0.68449532944862879 0.040384107096548119 -1.0099296266851885 0.84482185157379275 -0.59303353752189192 0.23025686401748094 -0.28499936133651188 0.88326709380950164 -0.11130118905858671 0.45077038635305361 -0.83270768514372084 0.33712831260650439 -1.1311355147396827 1.8110380890090807 1.5634775220986039 0.32250125222832748 -0.29122868556893494 1.1740367465625308 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 25 13 7 8 -6 9 10 -7 -12 -9 -3 15 -15 24 22 19 -19 23 -21 -18 -16 -17 29 27 -27 -29 -1
right_child=-2 4 -4 -5 5 6 -8 12 -10 -11 11 -13 -14 14 20 16 17 18 -20 21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0049655590405088303 -0.00035924805019349509 -0.013114111636625346 -0.032386951746460467 0.02705058759826804 0.023815769694978776 -0.066444904500844615 -0.037430803307589876 -0.055201110932755516 0.027682761895151876 0.034943991202568636 0.036252016219799801 -0.030751138925568314 0.011715902966575271 0.011165244076462178 0.020010399497381759 -0.0056984910452965486 -0.023078174886443342 0.0015207013142110551 -0.027061467636299404 -0.06047624258385164 -0.0038151628729669942 0.038631599803744206 0.025673125365158724 -0.039091779756596945 -0.043198755947431972 0.01579451953771507 0.025657111327011758 0.00028460368111552154 -0.04072328677455888 -0.00036907861309122851
leaf_count=8986 332372 1418 149 257 549 68 136 57 165 57 38 96 58 1189 37 2360 247 222 88 20 683 335 74 263 110 570 482 392 102 10351
internal_value=0 0.0328691 0.0576215 0.0615498 -0.0346199 0.158143 -0.0990399 0.343769 0.0987979 -0.212596 -0.488408 -0.146365 -0.325698 -0.0699901 -0.0302882 0.0155335 -0.0572501 0.150356 0.326632 0.441962 -0.241883 0.688476 -0.217002 -0.606969 -0.143958 0.0560185 0.228625 0.0901671 -0.170563 0.0421923
internal_count=361931 29559 21289 21140 8270 1224 560 664 424 259 202 134 115 7046 5628 4645 3456 986 665 577 983 355 321 300 2470 20883 1546 1064 494 19337
shrinkage=0.05


Tree=5823
num_leaves=31
num_cat=0
split_feature=332 395 540 1450 1454 555 1464 1469 296 789 536 1175 1465 498 560 976 1425 714 858 1329 1468 1458 1454 1301 980 503 419 279 973 1450
split_gain=8.03237 28.6134 15.5323 21.7415 22.2262 20.3523 19.2066 21.0231 19.592 18.2958 18.1872 17.9755 17.513 19.9017 16.7467 16.6165 16.4152 18.395 19.6844 16.2408 16.206 15.8594 15.8492 24.9017 15.713 19.4335 16.0473 16.1372 15.7103 15.6481
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.99026637822014563 -0.35950514493807501 0.50933602050530713 1.5520614709873077 0.2291445000830519 -0.55918495640170118 0.21947418927781892 1.1248358748350926 1.370997289229714 2.6595317302996184 -0.59934872050382859 2.1002503620558115 -0.19050337961739619 -1.2591201791253208 1.1710607803345987 1.0000000180025095e-35 1.0825608069246189 -0.018762135347409063 0.38892790084257617 0.25640757745451187 -0.27695550371287897 1.0000000180025095e-35 2.4341786816690916 1.6368563528912741 1.056228335733435 0.56491851137304827 -1.3265119580151417 5.5426090097491345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 6 10 -6 7 20 12 16 11 29 -9 -14 24 -16 19 -18 -19 -2 -4 -22 23 -8 28 26 27 -26 -11 -5
right_child=2 -3 3 4 5 -7 22 8 -10 14 -12 -13 13 -15 15 -17 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0030070226516185502 0.00080134217105819368 0.00044536763657579003 -0.017357881403822419 0.0088705843937727739 0.00024883593132580509 -0.036094396595097812 0.0089295779671060751 0.0048623050474630872 0.0095583308979960216 -0.023213823628220706 -0.01002434169213789 0.046462376132371669 -0.0058036095231176173 -0.03524105410927663 0.010976242540531003 -0.0064286226959247572 -0.00028713972417460456 0.0091408525333173483 -0.0069276761299971084 -0.0020717776432256181 0.012013478449477701 -0.036440167500136254 0.011387499134882968 -0.021152238343046373 0.012647878200453875 0.07269695243583138 0.062767025908181076 -0.055312726176865702 0.00065996416620174602 -0.051089081638066948
leaf_count=81253 82097 89238 1716 9368 3522 177 726 1656 1667 476 580 127 2734 282 784 14605 8154 7284 986 41093 424 96 2178 580 232 59 49 68 9667 53
internal_value=0 -0.0169582 0.00615276 0.0534399 0.110134 -0.0307005 -0.0122992 -0.0660663 -0.00463765 -0.00286695 0.160518 0.182357 -0.0746995 -0.171535 -0.0612212 -0.110302 0.00738476 0.072935 0.143123 -0.00224197 -0.244273 0.0756912 0.119942 -0.0683369 0.0134413 0.445598 0.205896 -0.0294958 -0.00661791 0.171293
internal_count=361931 170491 191440 25886 13827 3699 12059 8575 6339 165554 10128 9548 4672 3016 25940 15389 139614 16424 8270 123190 2236 520 3484 1306 10551 408 349 300 10143 9421
shrinkage=0.05


Tree=5824
num_leaves=31
num_cat=0
split_feature=821 1443 407 871 21 566 409 1454 1469 220 1469 1468 903 1236 1470 1151 357 746 537 294 1028 1454 840 358 1470 1450 151 294 995 542
split_gain=13.1596 19.0797 16.0248 18.1726 21.8449 25.0669 22.9189 23.3492 20.2961 19.3325 18.9118 19.067 22.7273 18.6939 21.8548 21.7225 18.7837 17.8158 17.624 17.2937 17.0619 17.4248 18.4844 16.9617 16.7803 16.7884 16.5876 16.5643 17.6802 17.622
threshold=-1.0305144854359449 1.593744732512876 -1.2965003005540392 2.4008401756919917 -0.32341995197817647 2.0449780822036492 1.0000000180025095e-35 -0.91909735138557946 1.9035563409722784 -1.4032973606635892 -1.1374964112163577 0.38892790084257617 -0.33946715082806983 0.46494720282425184 -1.1298860701531226 1.481418445396719 -0.2962953580611824 3.6288968102052546 2.1533051290640106 -0.63531938770650487 -0.66275050977156291 0.33104948409706508 0.99518753686977457 0.96388144592946545 1.3497734081919235 0.33430075800939679 -0.96645887230464866 -0.078187856073200182 2.161971780145119 1.8744380890451051
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 27 26 -11 12 -12 14 15 18 -16 -13 -6 -17 -14 23 -23 -22 -15 -26 -9 28 -8 -29
right_child=1 -3 3 -5 13 -7 8 9 -10 10 11 17 20 24 16 19 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-3.5789645640227119e-05 -5.6757638105364689e-05 -6.1591144204996713e-05 0.00030042667929776069 -0.00012430042999870579 -0.00015601395339052049 0.00025013916096639719 1.7051637099906763e-05 0.00014598666396001877 -0.00044424772442501665 0.0001625643751811139 -8.2235448859126924e-05 0.00014025606035679693 -0.00014522333680303421 0.00011391340767024921 4.1135328887375909e-05 -0.00057350459593741461 -1.8537536955227808e-05 -0.0014750216578539607 0.00018558815963579456 0.00016820457827087097 0.0001522079532040794 -0.0001560177781469217 0.0003342985374221341 -9.6577884856923038e-05 -0.00024698867784189385 0.00059398609181924352 -0.00036540137996352891 -8.8140242956424761e-05 0.0005081291548247309 -0.00065037250960193235
leaf_count=94827 25850 29663 1931 7200 10291 2592 9593 547 889 6510 8767 7688 2214 9688 38503 175 79039 30 774 1812 9777 2307 419 1478 1201 119 1192 6028 408 419
internal_value=0 -0.000998979 0.00528134 0.0109677 0.0141912 0.0497184 0.0396164 0.0654653 -0.0373956 0.0542242 0.0632973 0.0401127 0.00951316 -0.00118501 -0.00885283 -0.095027 0.00103172 0.136137 -0.134602 0.112873 0.0589646 0.0845716 -0.0772711 0.122173 0.0861674 -0.161985 -0.204497 -0.0205219 0.0383499 -0.121717
internal_count=361931 267104 237441 211591 204391 62789 60197 42860 17337 40929 39190 32680 24962 141602 130594 13052 117542 7718 11065 1987 16195 13981 2726 11255 11008 1320 1739 16448 10001 6447
shrinkage=0.000980392


Tree=5825
num_leaves=31
num_cat=0
split_feature=869 797 553 1116 858 1449 218 764 1184 1180 938 866 939 707 1118 152 10 628 1257 576 1068 923 492 3 900 564 495 153 971 696
split_gain=7.96143 14.494 14.2882 15.204 13.6243 15.0849 14.721 16.1763 15.7072 16.1254 14.6275 16.4056 20.3078 16.2895 14.5697 14.4554 14.5836 15.9833 16.5778 14.6335 19.7904 14.1175 20.1552 14.6005 14.5576 14.0557 14.0028 17.3083 19.6582 19.4802
threshold=-0.57653763495970078 0.63961785378869596 2.250600202657024 2.425645346998532 1.0825608069246189 1.5620022775791216 0.56698304026768387 0.84931571872527778 0.25582260114466598 -0.4697970299608672 -0.57633625342910477 0.5880156106821478 0.49627124160774405 0.95185351329777956 -0.78735060836837489 0.65092794639664453 1.5326007904166417 1.151201486870302 -0.13994112738688469 1.0000000180025095e-35 0.61853081528468579 -0.86449023226567734 0.86584993080318051 2.0651898783161031 1.8237275434728 -0.10315369429755857 0.25219230864228676 -0.50639685705723914 1.0940141500475717 0.56393380930138781
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 10 6 15 -8 -9 -10 11 12 14 26 -3 16 17 19 -19 -6 -21 22 23 25 -23 -13 -12 28 -28 -29
right_child=1 2 3 -5 5 -7 7 8 9 -11 13 21 -14 -15 -16 -17 -18 18 -20 20 -22 24 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00095692779922022537 -9.2391175224596867e-05 -0.012626106801826218 -0.019970028147257332 0.061383484609760099 -0.02048480980851073 0.01393062852755059 -0.026404992360495483 -0.02235659494531898 -0.010800496931512662 0.074992162408558993 0.00094301592367264505 0.0041119001874773678 -0.015019264616317564 -0.0096656713619386672 0.0068053782841430502 -0.017919006335437717 0.029239107567341827 0.044657002495344267 -0.010006628077549883 -0.0085952783770287654 0.022744841850613561 0.00095440176084867195 -0.023991103158815714 0.095422185895546699 0.07456201130675609 0.03386818036468394 0.00043741311278814947 -0.011318583198801087 0.035547078382090834 0.0016277956758412708
leaf_count=68958 248007 818 1239 30 821 349 1099 129 52 52 15978 299 1229 4874 3194 927 178 163 148 1052 317 1262 125 27 27 503 1738 5730 250 2356
internal_value=0 -0.00903504 -0.0498248 -0.340691 -0.0431923 -0.153225 -0.189092 -0.40244 0.138748 0.736865 -0.0260929 0.0677204 -0.0127155 -0.0509717 0.068863 -0.112362 -0.0235226 -0.0728602 0.42389 -0.144447 -0.00401447 0.22298 0.417096 0.5272 0.0607579 0.46905 -0.0278694 -0.0981797 0.107754 -0.147573
internal_count=361931 292973 44966 1269 43697 5287 4938 1332 233 104 38410 7484 5241 30926 4012 3606 2679 2501 311 2190 1369 2243 954 829 1289 802 26052 10074 1988 8086
shrinkage=0.05


Tree=5826
num_leaves=31
num_cat=0
split_feature=785 519 728 660 618 791 636 89 650 21 842 911 326 645 973 710 1126 98 1163 222 1035 704 942 1110 915 1025 629 1325 220 906
split_gain=12.9551 12.6698 16.7626 19.2069 19.9138 20.5597 20.6081 18.7694 17.9734 17.9667 17.6987 23.4334 16.8365 16.756 17.0803 16.5278 16.5205 17.8059 16.5065 18.763 20.8566 18.913 17.9789 18.1673 16.3568 16.2123 16.1424 16.1307 16.3059 15.8846
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 -1.4147875658213491 1.0000000180025095e-35 -0.068383332646191022 0.45524842711242136 1.6923072129381651 -1.6471741456694959 1.1386971735256264 0.47869654671021555 1.6390506412245707 1.0999280683389623 -0.3520936843062038 -0.92922738563677476 0.63395090002288301 2.1753995300214073 0.77744748183203882 1.4264173337734436 -0.6672948693964057 1.3697789339328648 1.0000000180025095e-35 -0.76811851402710796 -0.47312988904618503 2.9844287549711388 1.5985406371671274 -0.41019973645865238 -0.91659568494188137 0.13332597964945972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 12 10 7 -7 13 -5 -6 -12 25 14 -2 -14 29 -18 -11 21 -21 -20 24 -24 -22 -4 -26 28 -13 -8
right_child=1 -3 3 9 5 6 16 -9 -10 18 11 27 15 -15 -16 -17 17 -19 19 20 22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=1.4913376120220208e-06 -3.2112564658960474e-06 2.1395993034462614e-06 -0.00020070536991686875 0.00011916020843969753 -2.4347461370731048e-05 2.1434274456106003e-05 0.00014910969888882742 -0.0002579833105673316 9.6190828620938655e-05 -6.6092026680492278e-05 -0.00030918471486818635 0.0011100957140737834 -0.0014718656550473596 5.9794458039511007e-05 -9.2304974753581903e-05 0.00044775649408971858 0.00027498901022928834 0.0015519532232109124 -0.00016276677632992104 -0.00034913741850179232 -7.0389133087363917e-05 4.1432251841568283e-05 0.00053836404423874586 -0.00019200468042686341 0.00050986234504535538 0.00085005699427951893 0.0021039510334135646 -0.0001176210124044371 0.00014645573522614527 -6.5325848536203042e-05
leaf_count=29559 20388 21518 7946 3398 33729 5736 4836 1851 6225 146071 2837 106 26 7761 24809 302 1591 55 32282 673 322 3338 259 897 719 133 26 1257 438 2843
internal_value=0 -0.0488841 -0.0532126 -0.0623828 -0.0273785 -0.0138896 0.0530855 -0.0398969 -0.018618 -0.0755198 -0.0436276 -0.175368 -0.156906 -0.0325249 -0.0506366 0.323937 0.122912 0.32225 -0.0785219 -0.128197 0.0651135 -0.145952 0.172783 -0.0358579 0.408064 -0.189478 0.606087 0.0121828 0.332168 0.0771933
internal_count=361931 332372 310854 251671 63686 55279 16912 7587 59183 187985 38367 4638 8407 52958 45197 328 9325 1646 184587 38516 2896 35620 2223 1156 1067 8079 745 1801 544 7679
shrinkage=0.000980392


Tree=5827
num_leaves=31
num_cat=0
split_feature=1431 1470 667 1449 21 1454 1452 1289 1449 1468 296 158 1465 207 1451 1094 493 804 902 349 560 1260 537 360 205 225 209 823 72 982
split_gain=8.00114 11.9877 14.0719 13.2236 14.462 15.8348 16.8848 14.4807 14.475 17.7038 16.7164 16.1303 15.0188 20.3644 14.9394 15.958 16.7255 16.579 13.8718 13.8625 13.234 13.4887 13.2162 12.8649 13.275 12.6537 12.6267 17.7577 13.8845 12.6119
threshold=1.0000000180025095e-35 -1.1417127449306028 2.8959165655566772 -0.59874495545244111 0.43301101584543472 1.3030628896944136 -0.61117259473543639 1.3818515343453359 0.52358129808114695 2.4634311514058238 1.0533317851610231 -0.22694264997033414 0.73445787724978617 0.21016866092850606 -0.071276657143309677 1.0000000180025095e-35 -0.71981671511892997 1.3537602816678871 -1.1505099565413466 1.0296891529604795 -1.1327338614435645 3.9555853394308982 1.0000000180025095e-35 -0.85518150130765058 1.8575263907553554 -0.23267334902666273 -0.73087996684449175 -0.277660549730326 1.0143558841822735 3.0854258727671673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 29 -2 5 6 7 26 12 10 11 22 14 -14 -8 -16 -17 19 -13 -18 -6 -22 23 -10 -25 -9 28 -28 -5 -3
right_child=1 2 -4 4 20 -7 8 25 9 -11 -12 18 13 -15 15 16 17 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00022035123490412304 0.0079349524344969318 -0.0014001214255399104 -0.017191272568624828 0.037978912930058117 -0.042652729573389454 -0.0096684457702216134 -0.00023553131231734937 0.075149070877408963 0.022470553369219354 -0.033222088620787536 -0.024117518839094503 -0.014576595442521281 -0.0050825808641938013 0.037890008113014413 -0.037306027361410928 0.020732335326902707 -0.036831118812760071 0.055486622567681568 0.036607053449965891 0.02535925783323785 -0.0068204853598380008 0.068279567194502469 0.019159825677180269 -0.030829046551823409 0.040586293581789529 0.0036078814542908873 0.015278487089444688 -0.018099513192734423 -0.027720299740202223 0.013708526178070514
leaf_count=222373 4016 121740 1983 312 204 1332 1817 74 135 144 192 102 387 234 464 226 460 30 542 87 2235 28 465 292 32 54 650 336 58 927
internal_value=0 -0.0194059 -0.0281185 0.0439876 3.07941e-05 0.048493 0.0936563 0.307401 0.0289875 0.19175 0.251642 0.322223 -0.065844 0.262257 -0.143094 -0.368177 -0.136957 -0.404587 0.60348 -0.548103 -0.157364 -0.114745 0.127395 -0.1697 -0.427968 1.00178 0.233902 0.0958166 0.590292 -0.0257826
internal_count=361931 139558 124650 14908 10892 8425 7093 1484 5609 1904 1760 1568 3705 621 3084 1267 803 577 644 547 2467 2263 924 459 324 128 1356 986 370 122667
shrinkage=0.05


Tree=5828
num_leaves=31
num_cat=0
split_feature=785 332 395 678 602 723 46 1450 1459 710 357 394 1029 1470 1454 1470 74 1461 1322 599 951 754 282 271 617 771 944 1393 1105 1449
split_gain=16.6101 14.4965 30.2239 18.7901 22.3794 18.7163 20.8925 18.447 18.1207 17.8803 17.3534 17.2029 19.755 19.659 17.1452 23.7022 24.1511 22.687 18.18 17.5201 17.1176 16.7756 16.5783 16.4135 16.2418 16.1935 15.8776 23.8 15.6847 15.5903
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 0.34708990927187483 0.66849908449309148 -1.0570063487222232 1.0000000180025095e-35 -0.34557539116087493 2.1181754444417895 -0.75092172263268342 0.49123202192800963 1.2207458879531985 1.0000000180025095e-35 -0.32567218528445913 0.46457600248903658 0.29719935299617245 0.56712102059263614 2.8731308545368139 -1.466804341704377 2.4014374252695494 3.0194634035002808 -0.28790259491387865 1.1430299410099245 0.97972484085949774 1.6614250791469047 -1.0580439810031448 1.0000000180025095e-35 -0.4226415455130606 0.33575676842318491 0.82094559772682762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 7 10 11 8 9 21 -2 12 13 -7 15 16 18 19 -9 -17 -11 22 28 -14 -8 -12 -13 -28 -5 -15
right_child=1 3 -4 4 -6 6 24 14 -10 20 25 26 23 29 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.0182668871608798e-05 -5.5340841137078821e-05 -1.8728307028299636e-05 -8.0945412003133519e-06 7.0975651465404656e-05 -7.2120292582314856e-05 -5.3069415502148339e-06 -0.00015787413751745696 -0.000393800548888988 0.0004280092478082382 -4.1393048214465096e-05 -0.00056020110000771324 -0.00051424705785359779 9.6490311223048519e-05 -0.00018993119425963118 -7.4675619175842606e-06 4.9401621819442667e-05 0.00034746598353923707 -0.0011515966827386143 0.00014255354162480139 -0.00073658929715865907 0.0006851596774626453 0.0003969581529003985 0.00049235294668969066 -0.00045598310195796429 -0.00044172194021760029 0.00020896629602854908 -0.00057257357196412867 0.00012587801515247116 -0.00038841287614165535 0.00012819639685209081
leaf_count=29559 8901 126699 82513 1565 7456 10658 18682 416 395 16124 290 1797 7715 13471 5857 5813 2712 77 7671 122 119 825 302 623 4917 2758 896 1481 457 1060
internal_value=0 -0.0158745 -0.0352379 -0.00270635 0.0311582 -0.0839131 -0.107437 0.0505162 0.0026481 -0.00702109 0.0130297 -0.0700806 -0.0520142 -0.0908905 0.0918771 0.126353 0.185788 0.0189215 0.12586 0.0332978 -0.0356373 0.140877 0.0481074 0.0685078 -0.192117 0.168879 -0.277857 -0.102283 -0.0239262 -0.163035
internal_count=361931 332372 155762 176610 49911 73249 61300 42455 19787 19392 11949 37701 33527 25189 22668 16811 10799 6012 8087 5935 16243 3149 2324 8338 23599 3048 4174 2377 2022 14531
shrinkage=0.000980392


Tree=5829
num_leaves=31
num_cat=0
split_feature=785 727 1309 1088 126 1462 1184 846 621 915 1462 505 348 1248 1115 33 1103 427 1036 697 695 1254 1076 591 61 21 1105 79 1187 572
split_gain=12.0331 12.37 12.1285 18.3676 16.6388 17.9693 16.4616 18.5519 15.6187 14.3303 14.2116 16.5305 16.0577 20.6335 15.5544 15.5264 16.9439 14.9589 14.1875 14.1635 16.3627 16.3535 14.0267 16.9478 15.487 15.2315 15.0718 18.6157 15.2849 15.5012
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 2.7639737144699819 0.70880289725806289 0.70247026920229116 0.32136284863636239 0.35885439231009797 0.83240217117920579 -1.0897981445688389 0.23315867714148311 0.62503261066003934 0.20827035133219154 -0.64928194963260644 0.5583158744153921 0.63246223957718284 -1.1531219963895318 0.83495285649052164 1.9310634926863868 -1.0040178173049594 -0.10024385317252291 -0.89781713489874904 -0.58297395077464731 -0.73065235057769284 3.2658335243644596 -3.2545899522946695 1.8471227971001352 -1.2071338136917857 -0.40250941850761329 0.43708411701849265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 22 -6 10 -8 -7 -5 17 15 13 14 -13 -12 -17 18 -4 20 -9 -21 23 -2 25 -24 -25 -28 29 -29
right_child=2 -3 3 9 5 8 7 19 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 21 -22 -23 24 26 -26 -27 27 28 -30 -31
leaf_value=-1.9525868489244009e-05 9.2975863792836246e-05 7.2975445268639002e-05 -8.7374907446252137e-06 0.0014069782953097794 3.6948030323678125e-05 -4.5598521618233571e-05 6.4564540472975863e-05 0.00056572654167789472 -0.00035668133364752272 -0.00024649139780438817 0.00011390729831226305 0.00050862941001463306 6.8337684372715948e-05 -0.00036543781032466585 -0.00068765427485044308 -0.00057955950926033269 -1.367248859376689e-05 -0.00012063194835287768 -0.00030755751051241248 -0.00067625180755114152 -4.013090954104257e-05 -7.2936113134949198e-05 0.00038682330485900204 -4.0529551800897046e-05 -0.0002855182638964357 -4.4850843100148688e-05 -0.00087946539750426037 0.00015800001215119763 0.00047678167630456445 -0.00087218306733907269
leaf_count=12551 9138 17008 31000 23 33924 4567 32004 347 1151 1798 9585 236 1283 1402 74 294 2330 8440 950 305 551 6921 467 23989 2033 157965 111 486 839 159
internal_value=0 0.0327907 -0.0156524 0.00456328 -0.0262009 0.0171158 0.00864806 0.0432135 -0.104762 -0.226009 -0.0162051 0.0403409 -0.106436 -0.253934 0.262337 0.075783 -0.0743549 -0.0387513 -0.0164838 -0.0590114 0.204408 -0.0960061 -0.0364786 0.00805938 -0.0469046 -0.0443149 -0.0260258 0.213199 0.28094 -0.0380846
internal_count=361931 29559 332372 97543 234829 39642 95722 40128 5718 1821 55594 15204 2995 1712 310 12209 2624 40390 31950 8124 898 7226 195187 34722 160465 158432 25584 1595 1484 645
shrinkage=0.000980392


Tree=5830
num_leaves=31
num_cat=0
split_feature=1323 428 221 1151 941 1461 982 630 1464 705 1464 1470 1464 1464 707 1452 1458 148 779 1458 1462 1452 1376 1147 1457 1469 1462 898 1454 1465
split_gain=8.02373 15.385 15.2099 14.7822 15.1677 15.072 17.2488 15.0345 14.7045 21.542 20.9971 16.5123 25.6106 19.7526 22.8663 20.5648 24.925 19.3042 18.8002 18.7762 22.3854 18.6261 17.3291 18.368 16.9115 16.7023 16.6039 16.4095 16.2699 23.718
threshold=-0.27390051747756244 -1.0536737419441657 2.5488269126990959 0.54378645269797976 3.0707296396180284 1.3050064473793943 0.22105084617773832 -1.050556507803633 -0.46204076373648789 1.2926767139969917 -0.45756588712085861 0.084319207001526189 -0.19194956937484473 -0.1219094853058012 0.80272097265966347 0.38614139544283571 -0.5404459580329114 -0.82814057053964207 -0.68040373848904756 -0.72983201679721443 0.79865288842650972 0.27727814463220007 0.18805867694879752 2.3776019160615971 -0.48707703692802368 1.2111562318064311 0.17767018163809203 0.14098959229448396 1.0692506903199488 3.6265588976010945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -7 -8 9 28 -10 12 19 14 15 16 21 -18 -17 26 22 -14 23 27 -22 -24 -12 -21 29 -3
right_child=1 8 -4 5 -6 6 7 -9 10 -11 11 -13 13 -15 -16 18 17 -19 -20 20 24 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015698712764995312 -0.0042562971856357152 -0.00072827415665364774 0.018195132413806134 0.00055758785234086478 0.0091557385687559417 0.014875584278958999 -0.036839269448686214 0.002530037482025562 0.050174568573475326 0.0069100716463793071 0.011812949046806211 -0.0003672372660178594 0.012427534342281277 0.0022637998082371143 -0.032620974209661278 0.019812888103607405 -0.034925160622975231 -0.00059638813999658669 -0.047373363199418178 0.014660317477549634 -0.051759852951219813 0.070015877673921298 0.010825817328731183 -0.048195545345524754 0.011618199684813408 -0.018405159025077555 0.035982213819592768 -0.00060616096721470081 -0.0062227091063749157 0.033440796341998494
leaf_count=138376 17129 57300 404 34543 1606 2152 172 836 100 4393 1201 39808 455 46385 479 72 285 1138 262 3434 188 72 471 118 84 782 451 1327 7660 248
internal_value=0 0.00655841 -0.0705471 -0.0162507 -0.0282024 0.0268523 0.180958 -0.0759837 0.0125424 -0.0139051 0.0305107 0.0293395 0.0537987 0.0345028 -0.158214 -0.066354 0.0203376 -0.145124 -0.624857 0.174009 0.115026 0.43005 0.142348 0.19912 -0.573293 -0.124259 0.382457 0.215852 -0.0252189 -0.0111472
internal_count=361931 184246 17533 177685 139982 37703 3160 1008 166713 69601 97112 97012 57204 49148 2763 2284 1950 1423 334 8056 6404 527 6132 4879 272 1253 1652 4761 65208 57548
shrinkage=0.05


Tree=5831
num_leaves=31
num_cat=0
split_feature=253 461 1467 1442 48 14 1313 410 450 536 1246 1255 910 837 1105 694 6 478 745 650 691 1389 428 760 480 1122 843 1121 975 1044
split_gain=7.88947 11.9444 12.2988 12.9146 15.0102 18.1689 14.1469 14.9391 14.0511 15.8254 15.369 16.6087 17.374 14.0518 14.009 15.3939 13.7923 15.1995 15.168 14.5626 19.8736 21.1019 15.4763 15.3617 15.1026 14.4219 14.85 14.3065 13.7665 13.7267
threshold=1.0000000180025095e-35 8.0048210987635944 4.0242090356330973 -1.2625182715263061 1.0000000180025095e-35 -1.7926358038970283 3.0070736082328944 -0.39707509032073363 1.0000000180025095e-35 1.370997289229714 -0.73270239001473869 1.9209448333602135 2.1967708703736255 2.0938489034457834 0.9520800580394998 -0.27233185119505871 0.26311276134944367 2.664053297859589 1.0000000180025095e-35 -0.50346449751292099 0.34291078408764419 -0.57923345561093575 1.6247018280565928 0.42896144757912008 0.95874203688355186 0.79579885031402708 -1.6462393968486875 2.7535744895652434 1.778564510924761 1.998823655620138
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 16 -8 -7 10 13 12 -12 -10 -11 -16 17 27 25 20 21 -18 -21 -22 -24 -19 -27 -5 -29 -23
right_child=1 -3 -4 6 5 8 7 -9 9 14 11 -13 -14 -15 15 -17 19 18 -20 22 23 29 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00019386229852667904 -0.0017547066286666389 -0.099568057152732009 0.011226378506632353 0.00090242742392474668 0.045924261898515215 -0.013382225163470225 -0.046438727792209117 -0.0042203135954970083 0.0048427171308228403 0.0099142394654415794 -0.017191364341728604 0.066165444981530999 0.061012594737956782 0.069420888471186368 -0.058832502838619065 0.095536854001628854 -0.004343138781787121 0.0035270989105538986 -0.021015539860543005 -0.0062831155882949732 -0.012819528944924559 0.0085423382008375567 0.020012752297884396 0.0015631150396330528 -0.0080163596145443518 0.073130724692769031 -0.035574306432649243 0.024913389495458849 -0.035960125942759068 -0.021266349092493041
leaf_count=231805 24014 21 1063 58334 117 6790 239 398 610 320 1972 46 50 57 23 52 3402 1790 1484 16213 2663 5799 622 2154 465 20 426 598 89 295
internal_value=0 -0.0203748 -0.020066 -0.0226291 -0.0724292 -0.170343 -0.00927124 -0.407465 -0.185065 -0.0329176 -0.115019 -0.250751 -0.294712 0.221003 0.457003 1.41588 -0.00695037 0.0140015 -0.169437 -0.0502042 0.00529669 0.0661471 -0.103036 -0.129548 0.165798 -0.0296886 -0.547534 0.0220831 0.38318 0.148783
internal_count=361931 130126 130105 129042 34051 10037 94991 637 9920 3130 2735 2068 2022 667 395 75 94354 62741 3720 31613 14313 9496 17300 4817 1087 2236 446 59021 687 6094
shrinkage=0.05


Tree=5832
num_leaves=31
num_cat=0
split_feature=785 519 728 650 869 660 783 684 134 1356 417 645 973 566 126 1450 138 734 597 1020 901 219 698 1106 846 358 313 428 348 1373
split_gain=12.6908 12.5576 17.5133 18.4762 18.3978 18.5028 17.3044 21.723 20.2484 19.9814 18.5564 17.0445 16.6001 16.4952 16.3682 20.2607 22.535 19.4354 30.1023 20.3234 24.0287 18.9304 18.6912 18.3082 17.7882 17.0167 18.3032 17.9112 16.8924 16.8884
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.6923072129381651 1.0000000180025095e-35 -0.72421686037558375 -1.0732212767954836 1.1866119401304767 1.0000000180025095e-35 1.0000000180025095e-35 0.79743367681248667 1.0999280683389623 -0.3520936843062038 2.1059719136688364 0.70880289725806289 -0.68105566923231198 -0.44390300095582519 0.85494804639094091 1.3592535390735871 2.1590889378513896 -0.10326561228500124 0.26753349875916671 -0.32450972728885735 0.18025346202045536 0.024525814044542165 -1.0050369026559718 0.36773898971804858 -0.92361605113987999 0.34215629527422314 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 6 8 9 -4 10 -8 12 -2 -6 17 21 25 19 22 -7 23 -16 29 24 -21 27 -27 -17 -24 -19
right_child=1 -3 4 -5 13 14 7 -9 -10 -11 -12 -13 -14 -15 15 16 -18 18 -20 20 -22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=3.5744926536845154e-05 3.1499738027180884e-05 3.6805263124616324e-05 0.00025937280845619333 0.00013404671222485374 -6.6780050187484168e-05 -6.8664270237227566e-05 -4.1422567781499582e-05 -0.00017314020317843223 -4.0036454606896175e-05 0.00010398170386959924 0.00012618602354315544 9.6361963186134415e-05 -5.6774357224423438e-05 0.00010109903167781559 2.2809567257547221e-05 0.0010674285639322998 9.3839445778538669e-05 -0.00031700515876946766 0.00025879227710745828 1.0419461535038538e-05 -0.00016367466228412719 -0.00023044138163541247 -4.6108478004125634e-05 0.00055314075635128307 0.00067088821194001677 -8.4953171912912404e-06 -0.00030286964389635512 6.8788063263814563e-05 0.00015164529096054621 -1.7495831502722983e-05
leaf_count=29559 20388 21518 2915 6225 82198 77751 19420 3880 2080 10421 3833 7761 24809 3066 3266 148 15725 2297 2167 1292 1126 2905 5287 594 222 2758 1771 413 3868 2268
internal_value=0 -0.013337 -0.0176888 0.0178345 -0.0271248 -0.0134816 0.0274487 0.0104681 0.154714 0.0269047 -0.0119649 0.00366292 -0.0147212 -0.0597904 -0.0290057 0.0201551 0.0537579 -0.0447762 0.0296018 -0.0611237 0.112862 -0.0974299 -0.0149929 0.247323 0.113385 -0.0809144 -0.124477 0.331422 0.0434038 -0.147267
internal_count=361931 332372 310854 59183 251671 166407 42549 37554 4995 33674 23253 52958 45197 85264 123858 26986 20815 96872 15887 80985 3234 6171 13720 2108 1514 5090 4529 561 9155 4565
shrinkage=0.000980392


Tree=5833
num_leaves=31
num_cat=0
split_feature=21 1451 1426 280 62 395 427 301 398 1380 193 1110 768 154 699 913 1395 1246 907 1382 910 154 637 909 291 332 700 286 873 706
split_gain=7.97375 8.50156 8.32811 12.8841 18.755 15.8767 19.315 15.325 14.7585 19.6504 17.4759 25.1404 14.8135 14.8634 15.1364 15.4243 14.3689 14.2436 15.6011 13.8876 13.6951 13.5713 13.3039 17.3517 13.0842 12.8712 12.7011 16.9547 14.2004 13.0434
threshold=-3.2545899522946695 0.29201411858153481 1.0000000180025095e-35 -0.5726039974557785 -0.67845511463764618 1.0000000180025095e-35 1.5403349741233365 -1.3876081201626305 1.0000000180025095e-35 1.5709675741077656 1.0000000180025095e-35 -0.48871041438468327 -0.51111048666138259 1.053983424541358 1.5175834197215539 0.30550188425328623 2.1590020810021868 -0.17076795642856266 -0.79686239929514213 1.9115931963135742 -1.5773890994533912 0.92560649426901187 -1.7938828184208382 -0.74900495005853218 0.056407785412638932 1.0000000180025095e-35 1.0038131333053015 -0.22423679888004169 0.45120890067825536 -0.1635017351370503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 25 9 10 11 16 13 14 21 -16 -7 -6 -19 -13 -14 -10 23 -12 26 -4 -22 29 -29 -28
right_child=2 -3 3 -5 17 8 -8 -9 12 -11 22 19 20 -15 15 -17 -18 18 -20 -21 24 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.026229407539931346 0.00020431489846030413 0.017235043585356758 -0.058479494870283547 -0.0019155598032828099 0.0047908322000846451 -0.014254062696933179 -0.041710195968365754 -0.0081611834071471535 0.020296375634310561 -0.031011020890285308 -0.0018628495888220907 0.017117108547575571 -0.035723379363668636 -0.020291927469964 -0.04512155751073027 0.042945920374527394 0.05339785436029143 0.0065626973070377626 -0.0034116076046318911 -0.033270367292049421 0.0033413163498531109 0.10220096667930932 -0.010477202056837878 0.12157546708035671 -0.0094258547707844562 0.069462407440766774 0.041166642278386789 0.10871232327242795 0.012723541143308285 -0.025219242431214484
leaf_count=74 226094 642 49 92442 14956 966 370 5637 1232 431 56 1418 196 170 113 37 35 3016 8779 92 1002 27 2793 21 966 76 73 48 32 88
internal_value=0 0.253737 -0.0042024 -0.020435 0.0140131 -0.0592232 -0.183297 -0.141887 -0.0047273 -0.0851692 -0.0465556 0.0996468 0.107726 0.285525 0.363003 -0.390162 -0.214717 0.0498396 -0.0147026 0.287613 -0.0147302 0.443545 -0.1813 0.839058 0.0338485 0.924214 0.190035 0.655859 1.46685 0.204213
internal_count=361931 716 361215 135121 42679 15928 6132 5762 9796 5812 5381 2511 3984 1579 1409 150 1001 26751 11795 1510 2405 1259 2870 77 2209 125 1243 241 80 161
shrinkage=0.05


Tree=5834
num_leaves=31
num_cat=0
split_feature=785 516 789 564 623 566 723 770 728 650 703 930 921 1059 1118 471 1452 768 924 695 288 1452 294 1403 564 506 72 635 1255 553
split_gain=15.2707 12.6457 20.2623 19.9784 18.4674 22.374 19.4612 18.3402 17.1526 32.1696 28.5678 27.5948 27.5603 25.661 23.2149 23.3193 20.6103 19.7246 19.7099 20.2983 18.8317 18.7804 18.3554 17.9243 17.6228 54.1009 17.1867 18.3749 17.1268 16.6519
threshold=-0.86283290253235112 1.0000000180025095e-35 1.1248358748350926 1.4188032667957222 1.9538269969423816 2.1059719136688364 1.0000000180025095e-35 1.1976726590858044 -1.3163276726681863 1.253152870847948 -1.4278711406352407 1.0000000180025095e-35 1.0000000180025095e-35 1.0885083440240186 2.1587322811984717 2.2944869526193208 0.054107511653421626 1.4942126327982546 1.8999064755685127 2.737480222402255 1.7036534467031745 -0.18157124906225561 -0.13924336638917875 0.68006376130979684 2.2668915950075288 1.0000000180025095e-35 0.80147023938700868 1.3804194215551837 0.7585441622710033 -0.078901616170398176
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 8 7 -7 9 11 -11 16 18 -14 15 29 21 -12 24 23 -13 22 -3 -20 -10 -26 27 -18 -22 -15
right_child=1 2 -4 -5 -6 6 -8 -9 12 10 17 20 13 14 -16 -17 26 -19 19 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.8601072274156107e-05 -2.3755825328953179e-05 0.00018840769144908351 -6.5164237872632617e-05 -0.00012442467764892689 0.00010571344258172823 4.1959256692105081e-05 0.00021827461040172959 -0.00053969014962866699 -6.392493473537174e-05 -0.00013937195027297368 0.00032685874454961908 -4.9219832018840242e-05 4.7942905874315258e-06 0.00030359523890022446 -0.00072527477768402149 -0.00031824850938054537 0.00038084906023532427 -0.00018183317693015882 9.9307286567152647e-05 -0.0011043740881310096 -0.00064670800341439763 -0.00028435712011171783 -0.0001098571746266744 -0.00029612371549923627 -0.0001273500831188172 0.00044923700458662964 -0.00011133841179824052 -0.00022301565098991762 0.0001714464118014176 5.6456602304190995e-05
leaf_count=29559 127632 2596 23724 12647 8383 2841 3640 310 73314 1172 3626 9446 37766 3524 142 440 2206 479 7857 90 534 946 1808 733 2202 1249 542 266 148 2109
internal_value=0 -0.0151923 -0.00343291 -0.0341197 0.00573993 -0.000173345 0.121018 -0.0113178 -0.00655778 0.0491819 0.204088 0.0040055 -0.0177602 0.0284586 0.160452 0.181086 0.100284 0.283579 -0.0438306 0.0605639 -0.0765274 0.0120434 0.0738815 0.0711884 -0.0567412 0.103276 0.244371 0.32236 -0.445682 0.21883
internal_count=361931 332372 192093 140279 168369 159986 6791 3151 153195 23769 5277 18492 129426 43981 6215 6073 8364 4105 85445 8680 10128 5350 4404 8590 76765 3451 3014 2472 682 5633
shrinkage=0.000980392


Tree=5835
num_leaves=31
num_cat=0
split_feature=785 120 1290 981 493 151 1324 606 86 872 626 434 1162 417 1456 210 649 621 908 766 559 1010 237 79 843 1320 362 80 359 1140
split_gain=11.9732 11.9678 15.4617 20.7336 20.6187 21.5143 17.7864 16.051 15.7933 15.579 17.4382 18.6913 16.7974 17.1389 16.7848 15.7172 15.2328 20.0828 16.2086 14.6944 14.5752 14.0368 15.403 14.6955 14.0243 13.9991 14.3261 16.4656 14.304 15.5194
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -1.8076977033431991 0.90148084999000366 -0.50248548490721534 -1.5495998461925984 4.7226104425818898 2.6719650418862755 0.85297537480346686 -0.36527760084989908 2.0108799404055988 2.362201775433233 -0.23355251630581628 5.6068634316437889 1.4507456958683578 0.34221600633899069 -0.19091289471544362 0.53774783091265466 0.38292127073525717 0.35914133997947567 3.0713252103476614 1.0402268595720192 -0.92486466169662418 0.37827183279513527 -0.66101028937343898 -0.29968600863363365 1.1689820588397215 -0.77272653361162702 -0.3288949744176709
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 21 -4 7 25 20 8 9 12 11 -11 14 -14 15 -5 -8 18 19 -18 -7 22 -3 -23 -16 26 -6 -28 29 -27
right_child=1 2 3 4 5 6 16 -9 -10 10 -12 -13 13 -15 24 -17 17 -19 -20 -21 -22 23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=3.2663711314863953e-05 -4.2778550376790058e-06 -3.3602752878970973e-05 -0.00041940801019852472 -0.0001192810312255387 0.00052212981643653597 0.00015376017426468603 5.456837720420914e-06 0.0016561973377738808 -0.00068230695190313188 -0.00021781725177991417 0.00015819405698676341 0.00081815179269706655 0.00090247219614869156 -0.00019176113659999256 0.0010158250864424462 -0.00036504735529626752 0.00047807426033262594 -2.5450296717222412e-05 1.9901226838604562e-05 0.0012667326410255096 0.0012690860552928055 0.00082813354477294875 6.0793773561114862e-05 0.00011943521672295833 -0.0007779612593844361 0.00050421860712617091 -0.00054482750288079138 0.00083878865029391749 -0.00046644287790961313 -0.00037756262988715168
leaf_count=29559 204130 79191 1521 20979 338 172 3749 21 401 1782 2446 104 212 213 98 1891 391 666 276 197 151 155 10010 763 29 377 366 54 1252 437
internal_value=0 -0.0150067 -0.0348008 -0.0802728 -0.0692908 0.0483057 0.133738 -0.102585 -0.104767 -0.0982504 0.0350209 -0.156386 -0.127082 0.418042 -0.136326 -0.142714 0.0987982 0.306049 0.553341 0.770248 0.744525 -0.0176832 -0.0212905 0.251949 0.665215 -0.168415 0.15215 -0.238906 -0.301333 0.0517362
internal_count=361931 332372 128242 38123 36602 8426 5602 28176 28155 27754 4332 1886 23422 425 22997 22870 5279 1530 864 588 323 90119 89201 918 127 2824 758 420 2066 814
shrinkage=0.000980392


Tree=5836
num_leaves=31
num_cat=0
split_feature=1430 1160 1169 1392 1438 561 1450 9 497 495 1051 417 966 1028 489 1393 189 1036 17 25 886 1249 763 1393 560 841 1179 775 692 74
split_gain=7.98085 17.8316 13.2607 13.3234 12.9908 16.3889 16.1394 18.1119 15.6059 16.5361 17.2728 14.574 14.0868 15.0569 23.0746 14.0299 13.8514 15.3657 14.4773 15.4954 19.2706 13.8198 17.4418 13.7306 14.1511 14.6207 13.6818 13.5927 13.5794 14.7877
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.48044600209562588 -1.2810801739101259 0.73556760293882195 -0.14162861776958305 1.1437435207217457 1.4927572808016596 -0.62821661915303018 0.74371176657555838 1.1321437256976203 -0.30690331265415399 2.6891860905129055 -1.271019091203941 1.6480098181488978 0.27763218180431509 1.0000000180025095e-35 -0.74807390932852436 -0.57457034947516394 -0.45363915261009974 1.3656841161399589 0.88488308123562476 1.9909137223728768 0.64992960645405906 2.1956080720442439 -0.50278294501803911 0.012160731667904335 -0.49904803403835457 0.1018025332479377 0.37499935201478013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 8 -1 12 16 15 11 -11 13 14 -8 -10 17 -6 -18 -20 -21 -19 -23 28 25 -25 27 -13 29 -17
right_child=-2 2 -4 -5 5 -7 7 -9 9 10 -12 26 -14 -15 -16 23 18 21 19 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023683585941043101 0.00028315798437206018 -0.012089044561118319 -0.0022216699408275698 0.001291026539383921 0.013063595352982764 -0.010655854131180026 -0.021412770612635336 -0.021226611247552457 3.6072097866006561e-05 -0.022650039651131885 -0.035509565479860603 -0.019616258599876719 0.048768398417551505 0.0083106257174267485 0.10157444390161655 -0.012170300670515622 -0.024421916225985253 -0.030986567025826056 -0.0086834431001520385 0.012291644095931286 0.087058991086686896 -0.003222545775349272 0.15112094376100374 0.029200778006562178 0.075099984482202717 -0.0075119838374972719 -0.016130252306502845 0.029652436280443801 0.049067005681643017 0.051759859631119322
leaf_count=53098 197825 1333 27453 57507 256 9239 934 553 3292 537 462 127 116 4144 43 214 323 1408 397 223 97 241 21 260 30 729 309 391 280 89
internal_value=0 -0.0174112 0.00363245 0.0213655 -0.0508331 -0.117705 -0.0310016 0.0995285 -0.0410413 0.0242392 -0.202206 -0.0601117 0.140588 0.118969 -0.299912 0.10296 -0.233468 -0.386509 0.0541299 0.298253 0.733824 -0.501994 0.171343 0.302318 0.114703 0.0448384 0.138265 0.377188 0.615954 0.190435
internal_count=361931 164106 86293 58840 77813 18925 58888 5790 9686 6720 1826 1364 5237 5121 977 4894 2966 1926 1040 717 320 1670 262 1602 1019 989 827 518 583 303
shrinkage=0.05


Tree=5837
num_leaves=31
num_cat=0
split_feature=785 561 312 637 290 1260 87 759 910 761 1395 759 899 628 1343 158 652 560 1181 750 1035 428 0 962 16 696 48 911 0 567
split_gain=16.7095 11.6383 14.2733 14.3477 19.7378 15.6066 14.7309 17.3246 16.5489 14.5271 14.5698 13.8634 14.7899 13.7041 13.7517 13.6947 13.4549 15.7194 17.2337 15.8106 15.0626 15.4787 21.2485 14.3909 19.1903 14.3229 17.6106 15.1101 14.1339 17.9509
threshold=-0.86283290253235112 0.3443152153175571 2.2039299641339203 1.2140484365030797 -0.62315456535792035 3.9555853394308982 0.7549029715179657 1.8101196029755922 -0.45137203298377454 2.4130835502434373 -0.66847678675708744 -1.0787912713459344 0.41716744672121647 1.7569366058861944 1.4199335543108902 0.76316542863210779 -0.55024281929118113 1.6983197621915436 1.2997001116531657 3.5597954673193617 -0.77755164367813401 1.8116597585877534 1.523346120511188 -0.68255492717642186 1.9871918890844458 1.1359786370907188 1.0000000180025095e-35 1.8024029143012041 -0.34867467654762524 -0.41796952734930626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 9 6 -6 7 8 -5 -3 -11 -12 -13 -4 -15 -9 17 18 19 -2 21 22 -18 -23 -25 27 -27 -24 -19 -30
right_child=1 2 13 4 5 -7 -8 15 -10 10 11 12 -14 14 -16 -17 20 28 -20 -21 -22 23 25 24 -26 26 -28 -29 29 -31
leaf_value=4.1248074062950057e-05 1.8456456205219442e-05 -4.1058177793586181e-05 9.6008166988625083e-05 -0.00023757773579290698 -0.00022787696022710737 0.00091426537380077846 -0.00048695822196358516 0.00053703284444519531 0.00018319789864223665 -0.00016747447269461154 -4.5897251674490518e-05 0.00015888937581994014 0.00072006695903021711 -0.00057017675134148082 0.00072918503331701541 0.002428627085100438 -9.8228580223246262e-05 -0.00021531117554597078 0.00012975276482867721 -0.00043380741012264822 -7.4305565624950775e-06 -9.8890290377726933e-05 2.423574891989232e-06 0.00021203022387107144 0.0015390218766845873 0.00089830421899147323 -0.00037573582988016939 0.00087322030122071478 0.00022727702632895089 -0.00011776268924084855
leaf_count=29559 61364 82238 5426 1223 6618 71 492 170 1741 607 532 544 437 350 62 30 29228 2667 6778 713 123645 809 1825 1262 47 219 86 94 1079 2015
internal_value=0 -0.0149988 -0.038401 -0.0468479 -0.140199 -0.218995 0.0293927 0.0891521 0.0342071 -0.0361407 0.160439 0.280852 0.43879 0.0708685 -0.385521 0.838526 -0.00624154 0.0187799 0.0286217 0.0158464 -0.019254 -0.0667107 -0.0821765 0.119747 0.278412 0.155769 0.610023 0.0653918 -0.0941903 0.00526749
internal_count=361931 332372 100541 94703 10345 6689 3656 3164 2964 84358 2120 1513 981 5838 412 200 231831 74616 68855 62077 157215 33570 31452 2118 1309 2224 305 1919 5761 3094
shrinkage=0.000980392


Tree=5838
num_leaves=31
num_cat=0
split_feature=785 727 911 652 160 624 84 434 422 896 500 1317 1450 1377 1241 1169 854 1044 1114 222 142 1319 156 632 1310 1395 691 1457 418 706
split_gain=8.20849 9.28471 9.55353 10.1497 10.6185 13.0176 12.2804 10.0351 13.5242 10.9742 11.2266 12.1964 11.1813 10.8678 11.0167 11.3471 10.8516 13.2584 12.7278 14.7861 10.6228 10.4063 11.2895 10.258 10.2458 11.6102 10.9578 10.2125 10.203 10.7694
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0220698395793562 1.8627252675032671 -0.7058329940137843 -0.04799384465843614 0.62725582349713438 1.3361844868512243 0.063683209375431316 -1.1308725805994078 -1.1032290430878311 1.7503459505226504 -0.052814238061147031 -0.38595132166070251 0.099064008720609872 0.18848160436186537 0.6247898780741229 -0.74196467471287908 -0.48084768885538498 -1.0072550584818576 0.76624821382178798 -0.82461689879305766 -0.48862244646025005 -0.52965162191085746 -0.46040602207087794 1.0317994503041847 -0.62231977400863003 -0.53261076674369845 0.53989732853201888 0.63967941088750668
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 9 24 10 -1 12 13 21 15 20 28 27 19 -19 -15 22 -12 -14 26 -26 -9 -18 29 -11
right_child=-2 -3 -4 4 5 -7 -8 8 -10 16 11 -13 23 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.051611653886186562 -0.00036599327144281886 0.0034549621944831629 0.0072698468604991589 0.035397101465310957 -0.012722167011156632 0.029856667539866735 0.02553146351332557 -0.0246626610363718 -0.041330643158757299 -0.0024468730069494753 0.064527491849375215 -0.054427367852836916 0.036766920681764341 0.02319088193089032 -0.030061478802434663 -0.035231872174030246 -0.017865801429822678 0.026420523485444755 -0.0065720031819739766 -0.041166974754665256 -0.043071427005294469 -0.046231437243706416 -0.03003017034695827 -0.0017298301438031542 -0.025481224589071191 0.0356161351476929 0.02936490159958819 0.019047993945486077 -0.0081410648178025635 0.0080869332248412282
leaf_count=88 332372 17008 1577 166 484 164 132 93 216 2085 23 71 114 230 153 80 149 47 775 361 32 207 57 362 411 44 151 298 1110 2871
internal_value=0 0.0328375 -0.0129267 -0.0373231 0.183785 0.0767537 -0.0824015 -0.058742 -0.303087 -0.0377224 -0.220026 -0.170483 -0.119962 -0.28592 -0.0969934 0.116239 -0.00426289 -0.177209 -0.315638 -0.65142 0.3082 -0.658409 0.093756 0.150355 -0.136171 -0.363298 0.248233 0.149787 0.0370144 0.0786184
internal_count=361931 29559 12551 10974 946 780 616 10028 915 9113 1417 1329 1258 782 495 342 7696 1630 1183 408 262 287 80 476 699 455 244 447 6066 4956
shrinkage=0.05


Tree=5839
num_leaves=31
num_cat=0
split_feature=728 813 620 15 1469 1167 1045 521 1312 639 1050 710 570 1280 704 692 355 766 831 423 765 1109 564 1315 540 903 1111 486 1179 1465
split_gain=14.3113 14.4175 20.7167 18.814 14.924 14.2445 16.9623 17.0225 19.1887 17.1012 15.8876 15.5776 14.2905 14.1396 14.0909 14.0882 14.3668 14.2988 14.2946 14.0599 17.729 15.2548 13.9653 18.6416 15.2256 14.1139 13.9572 13.8115 14.3593 14.247
threshold=1.0000000180025095e-35 0.44561103650162237 0.13102810056866962 1.7252490091840407 -1.3381350792132791 -0.66057125917176163 -1.1721237780526266 0.61544172599432045 -0.057760081392127287 -0.16960415930292749 0.39379157040860796 -0.12539038029046146 -0.65257444883590354 0.61486437178943043 -1.1736873657222526 0.70005814444325976 -0.92489695506963099 1.6377504047987126 -1.1984483051678247 0.062018088468326585 1.3758661908915875 -0.25744690619892213 -0.28723488181640022 0.95668668552007252 0.35001124564692748 -0.60155203750595432 -0.33129960829430866 0.63964483788325233 -0.10602650219463726 0.84595576380118198
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 -5 10 -7 13 -9 -10 11 -3 -13 22 -12 16 -6 19 -18 20 -17 -21 23 25 -24 -8 -26 -16 29 -29
right_child=1 2 -4 4 15 6 7 8 9 -11 14 12 -14 -15 27 17 18 -19 -20 21 -22 -23 24 -25 26 -27 -28 28 -30 -31
leaf_value=-1.6207699379079968e-06 -6.4809211812227651e-05 0.00013694742340973409 -8.2530984219194762e-05 0.0015824778674864014 0.00030288400372670255 -0.00034587591380902849 -0.00017654201982090709 0.00063648539603550875 -0.0004681562854429759 0.00045871610368261958 -0.00078447290036598688 0.0002757925317884604 -0.00028595416888466813 -0.00018743374324912512 -1.9047254287941167e-05 0.00086374640373688516 -0.00083381640906875329 -0.00085153168241879442 -2.5451213173181548e-05 0.00067746915739301777 -0.00088246639069595556 -0.00060527338661087074 8.1058560397080383e-06 0.00099748236496936793 6.5891767202572369e-06 0.0003995964018515271 0.00067478920869928796 -0.00027662239898071378 -0.00081055158461209675 0.0009321177483243865
leaf_count=252841 77391 5047 9099 22 726 394 368 639 204 216 216 342 1192 757 3684 368 263 70 2434 92 45 133 2977 239 261 835 321 446 265 44
internal_value=0 -0.0362905 0.00942459 -0.0559386 0.108902 0.0552936 0.135166 0.161469 0.420721 0.0221702 0.000219709 0.0781364 -0.150623 0.109108 -0.106167 0.0936993 0.0230005 0.402336 -0.0726449 0.495834 0.739028 -0.0199604 0.154242 0.361577 0.079975 0.242744 0.397951 -0.0811092 -0.367433 -0.1419
internal_count=361931 109090 27546 81544 4153 18447 7211 6817 1059 420 11236 6581 1534 5758 4655 4131 3423 708 2697 638 413 225 5001 1442 3559 1203 582 4439 755 490
shrinkage=0.000980392


Tree=5840
num_leaves=31
num_cat=0
split_feature=181 1454 1452 1226 944 208 21 1455 334 1466 21 1222 1453 1464 1453 1455 1464 1467 1373 821 1467 232 537 909 289 1035 666 1449 777 707
split_gain=8.06854 10.468 19.1962 18.0626 18.0339 25.4389 16.5568 27.9725 21.339 19.1742 17.9034 22.5353 20.2586 24.4377 27.4678 21.7497 25.037 36.8509 21.7639 19.3462 18.6847 18.1798 18.0605 17.9817 17.7284 16.9864 16.9814 16.9612 16.7581 16.2325
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 1.3976603854473784 0.53713281317862982 1.1297219843773425 -1.0798509198017876 0.93792226267099765 3.3282589927146211 0.99096960220324093 1.189441983669046 1.0000000180025095e-35 3.2626363377132068 0.98643841804850318 1.9142027959396961 0.17050930080231044 0.62857067858593341 -0.22023664855122008 -0.95775103874899059 1.1171247575330447 1.8211119935761897 -0.92832084101888468 1.2978429288651507 -0.88796529836418281 -0.53724291398872281 -0.51293538540198624 1.0000000180025095e-35 0.84872594346425301 2.2114700010556398 -0.2225652442273853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -3 -9 25 12 13 14 15 -12 17 28 -19 27 21 -15 -13 -18 -14 -8 -16 -20 -17 -21
right_child=-2 6 -4 4 5 -7 10 9 -10 -11 11 22 24 20 26 16 23 18 19 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.7917893378608751e-06 -0.001448411961755598 0.0009167154889968709 -0.0095574107938910698 -0.0025942203515486365 -0.018294439851718566 0.023624925005073592 -0.0024409500154272627 0.019788734887786444 0.076400954409211672 -0.00060996843760318981 0.0012519770711368339 0.0066521595578617684 0.016540706501341717 0.030508673734007959 0.034680435444114407 -0.021454766033162643 0.05567235289054432 0.048669646078038947 -0.013641140686034168 0.0024662857009587129 0.027481309643559489 0.003066831139974763 0.023951769804956377 -0.039138234980375053 -0.022201802370081097 0.00077029770585937873 0.0050746000564334303 0.025805145201552485 0.075050024894166067 0.054121019793786723
leaf_count=132539 75166 8985 4160 11874 2202 243 33526 2172 36 779 7893 4516 173 337 366 1292 20 124 673 162 580 2379 873 440 736 68882 497 147 25 134
internal_value=0 0.00149685 -0.0125923 -0.00846848 -0.0918205 -0.283232 0.0159072 0.102097 0.0280631 0.286446 0.0083707 0.0658459 0.0245489 0.0438343 -0.00308081 -0.0347324 -0.19766 -0.110088 0.147591 0.0480657 0.211151 0.130181 0.189813 -0.674614 -0.293589 -0.0049189 0.353834 -0.120867 -0.392469 0.532653
internal_count=361931 286765 151018 146858 14319 2445 135747 11972 9021 2951 123775 21367 15978 15069 11773 10910 3017 2557 1240 1116 3296 2716 5389 460 909 102408 863 820 1317 296
shrinkage=0.05


Tree=5841
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 609 678 678 650 1218 873 1465 665 1080 1329 1241 1456 645 634 561 1449 496 122 705 831 1248 1249 973 1108 332
split_gain=16.5857 13.9452 15.4836 19.3786 32.2945 32.4255 19.6895 19.6594 18.4209 18.1782 20.2975 23.5098 23.3701 24.4197 20.6273 18.8934 18.8385 17.985 17.9658 20.7114 18.4657 22.8919 19.9025 18.0646 18.3468 18.7495 18.156 17.0634 16.9827 16.8697
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.6285028476148826 1.0000000180025095e-35 0.34708990927187483 1.6923072129381651 3.9048232315577729 0.45120890067825536 0.56487967955244278 0.85652824257920523 2.2092738772757108 0.43584835922152426 -0.31721277594761715 0.48268798061829216 1.0999280683389623 -1.328187176110053 -1.1094667520014705 0.6853839265082079 -1.5425561966277996 1.0000000180025095e-35 1.7937734320387331 0.75125620921573444 -1.0252124615100204 0.074613229871913017 -0.3520936843062038 -0.82427975672879372 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 7 6 -6 -5 9 17 10 14 12 16 15 -4 -14 -12 27 19 -9 23 -22 -23 24 29 -26 -25 -2 -16 -20
right_child=1 -3 3 4 5 -7 -8 18 -10 -11 11 -13 13 -15 28 -17 -18 -19 20 -21 21 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=4.0270435708177463e-05 2.694063395450311e-05 3.7058982867978774e-05 -1.6568224388569345e-05 -0.00019292362067853023 0.00026668681366556095 -0.00047959572222592764 5.1492531928367104e-05 0.00021230776011269247 0.00012895099585241536 0.00029311493329701018 -0.00011845680370810462 2.2034403448215224e-05 0.0001460328686854339 0.00039821561909369856 6.2612922352897946e-05 -0.00015301893928043272 -0.00027130112914599191 9.4110445888052614e-05 -8.5233195082724499e-05 -0.00031056260274874145 -0.00070071785867440589 0.00015799172616729504 -2.9767419469241553e-05 0.00062977502045984514 -0.00028875040154524199 8.0214656060492907e-05 -0.00010985238345151118 -6.2393099936765661e-05 -0.00013586914939594944 -1.9793883560802811e-06
leaf_count=29559 20388 21518 88823 2881 3683 279 4547 622 6225 651 26849 7352 1712 642 3517 3208 6213 7761 27261 3068 295 7245 4237 400 852 10639 350 24809 22201 24144
internal_value=0 -0.0157488 -0.0203269 -0.0291888 0.0608514 0.217026 -0.030654 -0.0343874 0.0130149 -0.0518823 -0.0540127 -0.0962437 -0.121836 0.0172923 -0.0341301 -0.0445818 -0.148223 -0.00111058 -0.00567703 -0.204896 0.000408173 0.0805474 0.0925603 -0.015615 -0.0197475 0.0592999 0.34914 -0.019949 -0.106969 -0.0393338
internal_count=361931 332372 310854 251671 11390 3962 7428 240281 59183 161168 160517 45976 38624 5562 114541 4920 33062 52958 79113 3690 75423 11777 11482 63646 62896 11491 750 45197 25718 51405
shrinkage=0.000980392


Tree=5842
num_leaves=31
num_cat=0
split_feature=728 659 813 774 858 224 348 489 563 1444 843 11 693 1045 211 76 1256 1386 767 770 1032 766 84 553 641 1109 622 69 425 1458
split_gain=8.02806 11.6757 11.2917 13.0121 26.3229 21.8309 15.5408 15.6375 16.7345 15.5421 15.5055 16.8388 15.4823 18.6278 15.2496 14.726 14.476 18.7104 17.6781 17.7607 15.7832 15.2674 14.3254 18.4779 15.7698 13.9374 13.8644 16.0447 13.6487 13.279
threshold=1.0000000180025095e-35 0.62821384419828064 1.0000000180025095e-35 1.2523574629661887 1.0000000180025095e-35 -0.78490323608926604 0.36649919417277432 -0.12285105999746569 0.25451457326944882 2.8016267991001516 -0.8184602725784329 1.704942803616853 -0.99938054744754234 -0.075841810067423812 0.8308994000064861 0.62202218033925571 -0.76147666192920582 -0.0769872876861252 0.1206852239395456 0.75591808840257602 0.95279440661678749 -0.87594268369496131 -0.062463479132854403 -0.26557288045039185 -0.896481692472198 -0.7909645639308045 -0.7184418468252024 0.31592319433107924 -0.62832332643887423 -0.50381089926024936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 12 5 29 7 16 28 10 -8 -12 13 -4 -10 22 17 -7 21 -20 -19 -18 23 24 -6 -24 27 -15 -9 -5
right_child=2 -3 3 4 15 6 9 8 14 -11 11 -13 -14 26 -16 -17 18 20 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00049949569165195812 -0.0028524756880822779 -0.0016784266869527492 0.011008251315725949 -0.029155453362462544 0.050190278633130407 0.04552886625473633 -0.01468853575804889 0.043088659216936144 0.048857081298825773 0.11063359224552936 0.033939495236254023 -0.04524309646549856 -0.0014460909437956514 0.023185214293213643 -0.015548211526234071 -0.026265368417786351 0.02883870162833151 -0.058254004615673885 0.035984472572257113 -0.02762497996400759 0.069831791805109164 -0.025145780695809434 -0.050747630386656285 0.035649069258000453 -0.019479128627891099 -0.0046185883475634657 -0.011694073588781568 -0.017110870509024816 -0.0025190824027037325 0.003527280155180472
leaf_count=211817 47070 41024 3712 315 49 210 146 134 319 32 764 44 49007 542 81 485 91 97 191 94 22 653 135 274 264 1009 1976 285 492 597
internal_value=0 0.00308549 -0.0229862 -0.00210407 0.101719 0.214785 0.304799 0.189568 0.416046 0.545782 0.494279 0.606319 -0.014839 0.110573 0.782605 -0.114798 0.00720171 0.507987 -0.130625 0.345688 -0.518755 -0.356291 -0.0175493 0.281342 -0.129168 -0.178262 -0.0814916 0.201482 0.14572 -0.128552
internal_count=361931 252841 109090 62020 6498 4282 3370 2384 1026 986 954 808 55522 6515 400 2216 1358 329 1029 285 119 744 1731 587 313 1144 2803 827 626 912
shrinkage=0.05


Tree=5843
num_leaves=31
num_cat=0
split_feature=50 56 651 1470 891 1427 770 1197 371 630 354 426 422 854 945 131 613 1462 674 78 351 280 696 706 1262 54 1462 564 251 1450
split_gain=7.86724 13.8244 12.191 12.7099 15.5454 17.2138 13.3124 14.1127 13.8709 15.071 18.5895 13.9253 13.6626 13.1278 13.0156 18.937 16.0273 18.2261 17.1745 17.4201 15.2058 16.2523 16.7386 14.9351 15.0014 14.9316 14.6228 16.4675 14.7591 16.1812
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1107569744011787 -1.2126727935954851 -0.33672929813836994 3.2028012164226962 1.022720353864724 0.22462025654885495 -0.87384870189937469 0.91909423945498869 -0.87424247537248378 0.96846393752626603 -0.49072935876452367 -0.37489436627466383 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0841960110954239 1.0000000180025095e-35 0.6698027444210376 -1.1096505700666206 0.66669351377999841 -0.92427656299429317 1.8962692683775393 -0.75015718484137628 -0.42445565733332025 2.4311348892447744 -0.50418770996360651 3.1437262860665043 -0.45448639665197049
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 10 11 -10 -11 -7 25 -16 17 20 19 -18 21 22 -17 24 -19 -5 28 -28 -27 -30
right_child=-2 -3 -4 14 -6 13 -8 -9 9 12 -12 -13 -14 -15 15 16 18 23 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.027589087136770964 0.00029211478487449694 7.6527463235437799e-06 0.0025309198015925584 -0.0096759373670976673 0.0091201805052398052 0.0017047507808629148 -0.02238382573875268 -0.013634523877214267 0.025589246844092046 -0.011515911003826202 -0.011348279309543879 -0.031624829200505904 0.039613256227221394 0.059635549583407478 -0.009648988082487946 -0.026756594441910853 0.0068327052038248933 0.019394096715300395 0.021172271023850574 -0.030019354346828449 -0.00033231483141693281 -0.06004023363386847 0.078718141901047076 0.07166758549884715 -0.036776983382920229 -0.0046257227822500959 -0.033975792693014199 0.022221391940012353 0.052141577989500282 0.00057921047519739807
leaf_count=251 197382 90457 6387 14660 2695 98 647 1137 359 148 1618 79 210 85 5943 67 1965 109 1537 344 5736 73 153 23 612 28147 150 528 112 219
internal_value=0 -0.0171232 -0.0491488 -0.0631049 0.0323292 -0.0553832 -0.0911813 -0.0383001 0.0596124 -0.00536355 -0.090283 0.329747 0.457817 0.58977 -0.0804435 -0.00447287 0.0555282 -0.0323396 0.199149 0.0403135 0.0219591 0.782571 1.10606 -0.458333 -0.546961 -0.1068 -0.0711209 0.288797 -0.0830035 0.385839
internal_count=361931 164549 74092 67705 7327 4632 4449 3802 2665 2414 2056 438 358 183 60378 16562 10619 6773 3846 2309 6029 293 220 744 721 43816 29156 678 28478 331
shrinkage=0.05


Tree=5844
num_leaves=31
num_cat=0
split_feature=785 519 713 507 938 1107 678 783 1060 756 553 1463 689 876 959 483 1258 357 558 906 1321 69 1400 1158 761 975 270 1301 631 359
split_gain=13.6458 12.5412 17.0564 20.607 18.2955 20.3774 23.049 20.0296 26.0053 25.9135 18.7711 18.6553 18.1341 17.4057 18.972 16.9502 16.331 19.5704 18.3636 17.8671 19.4499 16.6306 16.3772 19.3155 16.4127 16.2857 19.2633 16.6446 16.2695 16.7329
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.0941628986121894 1.0000000180025095e-35 0.33096214316811728 0.34708990927187483 2.2099560249315608 0.91783665606910081 -0.54162115748413475 -0.76336291853037508 1.5896008821182519 0.86385367930994306 1.0000000180025095e-35 -0.37718676718711608 1.4432878734826218 -0.27802159125708265 0.70631302906791504 1.2935404261849552 -0.26593487796637277 2.3319612453276251 2.9811103579762452 0.57242314831789731 1.0000000180025095e-35 1.0466434313133577 -0.85457968914257354 1.6513526852202645 1.0000000180025095e-35 0.55533695945188588 -0.4019565496122271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 11 10 15 -10 -7 16 -5 -6 -15 -9 17 19 -18 22 21 28 -4 -24 25 27 -27 -25 -21 -30
right_child=1 -3 4 12 13 7 -8 8 9 -11 -12 -13 -14 14 -16 -17 18 -19 -20 20 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=3.6849062473424531e-05 -1.1443765472887029e-06 3.6056798335480705e-05 8.4540898916121525e-05 0.0001635727636151398 -3.4499595017203948e-05 8.6488511225045819e-05 7.6485662150459751e-06 4.0670212884604136e-06 -0.00022584154727384103 0.00060153835404490796 -1.4043111301284911e-05 8.2411316390118187e-05 -0.00012676941134472441 -0.00019831846769082938 -5.5484138393549461e-05 0.0006557829577554916 -8.9839943243426757e-05 -0.00016245205893733857 -0.00027066172842087711 -0.0002212632909753472 0.00056865481952356135 0.00082642981726009125 -0.00033701365797800611 -0.0010652504257294743 -0.0006396831160227752 0.00042711855281299616 -0.00050252359492101723 0.00014365649126254145 0.00033808379599413116 -0.00013288881853176034
leaf_count=29559 48226 21518 12813 6396 57575 11799 40162 2544 227 904 44436 4462 1282 13566 13554 200 32023 5338 4122 5194 276 101 1684 152 217 891 218 178 958 1356
internal_value=0 -0.0140369 -0.0183837 0.0180264 -0.0273399 -0.013932 -0.0343364 0.0196712 0.173949 0.452099 0.00810854 -0.0639171 0.122001 -0.0598454 -0.117432 0.0545218 -0.0755209 -0.0306512 -0.111648 0.00159755 -0.104162 -0.129795 0.0481713 -0.122691 0.0677607 0.160224 0.298934 -0.377326 -0.145788 0.0478278
internal_count=361931 332372 310854 55904 254950 170255 110145 60110 3875 1131 56235 69983 7678 84695 27120 2744 65521 29376 36145 24038 7885 7609 16153 3340 1656 1439 1109 330 7508 2314
shrinkage=0.000980392


Tree=5845
num_leaves=31
num_cat=0
split_feature=785 21 978 392 1454 1463 1449 984 1466 21 1320 1313 350 1173 895 622 1315 211 216 1320 585 507 647 574 1189 422 1392 976 498 893
split_gain=7.8526 9.06955 13.4232 17.3913 15.2786 22.5067 24.9133 18.4749 18.3633 14.7812 14.391 14.8037 15.8821 16.672 14.4783 14.0435 16.9397 14.0021 15.1317 16.1316 13.7836 24.0919 20.378 29.2863 18.5718 17.5689 16.925 21.6749 18.4356 16.588
threshold=-0.86283290253235112 -0.70163543588998201 -0.86739898370003232 0.52324844451863972 -0.91909735138557946 0.017504712771633606 -0.016736665957810089 -0.31613449487214962 -0.27546937187240134 1.9458729514926574 -0.83067931795637817 -0.46441111743823876 0.84825780882028778 -1.4042769540818687 0.27654892694072097 0.74235203709125297 -0.71193384697910622 -1.3481465364691805 -0.25407390898223314 -0.28935432200128658 0.59573659850611882 -1.0861700333034265 -0.87782724458594241 0.6251511886302028 -0.32722910897417345 -0.39468938633083067 0.86997288334712863 0.95568724740200472 0.34024458229596416 -0.68189663169661496
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -4 10 -9 14 12 13 -12 -8 -7 -17 -5 19 -19 -6 -22 23 24 25 -23 27 -24 -29 -28
right_child=1 2 4 17 20 15 8 9 -10 -11 11 -13 -14 -15 -16 16 -18 18 -20 -21 21 22 26 -25 -26 -27 29 28 -30 -31
leaf_value=0.0016199794312415556 0.00075487194517675897 -0.0045667713534051765 0.020671072152262562 0.031200817179796694 -0.0011256788240438093 -0.015964945154972498 -0.041064477736300536 0.0022584768096963817 -0.034561312862228279 0.049480120386991733 0.085699124484155093 0.016350728003709614 0.03386857243383315 -0.030886414140997461 0.023364522082424947 0.070482131084331032 -0.0031797311106624205 0.0031331847267288639 0.007072338693054004 -0.014515495988838971 0.00965103719472344 0.03498743541714508 -0.00036680318378277304 0.015513141113148061 -0.018028144141801244 -0.0084097872935691952 -0.0095779163591834839 0.014890340397122276 -0.0010678876836473451 0.00079484510118856856
leaf_count=29559 91008 29623 1966 262 150679 1074 225 1731 313 64 20 826 89 409 57 54 178 1854 3898 1747 4143 206 26760 2059 763 286 4362 2410 1621 3685
internal_value=0 -0.00689908 -0.0142087 -0.0614214 -0.00749337 0.102145 0.163563 0.263125 -0.0819958 0.0935871 0.0205372 0.132912 -0.237115 -0.482007 -0.488407 -0.196048 0.346827 0.0488523 0.0272125 -0.0949622 -0.011253 0.0229034 0.00696477 0.16904 -0.123806 0.21667 -0.00851162 0.016209 0.173581 -0.100833
internal_count=361931 332372 241364 37384 203980 7006 5700 3761 1939 1795 1626 1344 518 429 282 1306 232 7761 7499 3601 196974 46295 42152 3314 1255 492 38838 30791 4031 8047
shrinkage=0.05


Tree=5846
num_leaves=31
num_cat=0
split_feature=888 759 760 290 109 13 1458 893 154 1254 765 365 1385 1389 835 760 707 283 1309 279 1467 51 759 621 1382 1036 352 80 1116 1458
split_gain=7.77518 10.1799 12.6716 11.8662 11.6556 11.1188 13.609 11.154 10.8841 12.4371 10.9817 10.7701 10.7467 13.5136 15.5778 14.6359 13.2152 15.6132 13.2306 12.4873 16.0899 15.8989 15.5043 15.0731 14.2123 14.1957 15.2423 14.7712 13.9935 13.5424
threshold=1.0000000180025095e-35 2.1361056549418347 0.66283064123521462 -0.88181696427637923 1.0000000180025095e-35 1.2236486170818786 -0.67201661518498612 -0.68189663169661496 -0.29397434331827438 1.0924456551427013 0.61857259071550685 -0.38260482360678733 1.0814956703842526 -0.76525058819862901 -0.33663613253434704 -0.17679810320223957 0.69708542304099785 0.5023832114337724 1.3388889050440367 -0.21475303861169967 -0.42730338151659453 1.8613588887694643 -1.0282072287994486 0.2128816988537964 0.66099478928972133 -0.97230185928071033 2.4190028937452399 -1.4992037477290523 -0.98151139863280401 -0.72983201679721443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 5 4 -4 6 -3 -7 10 11 -8 -10 16 14 15 -14 19 18 -18 20 28 24 -23 -24 -22 27 -27 -21 -2 -30
right_child=1 2 3 -5 -6 7 8 -9 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 25 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=2.4197719491573822e-05 -0.014750159917728767 0.041899836026066131 0.063223626655969631 -0.024607826446028852 -0.024516938749660294 -0.024366765565746303 -0.029065521852746919 0.079971351078061276 0.03392617461068554 0.08462363601978358 0.046959644384035104 -0.01280558158177527 -0.001456083419970818 -0.014676000447019805 0.010684428116016609 -0.034048034401835806 -0.0047998819702775256 -0.016633510501535449 0.019157217353051828 -0.038310409200440994 -0.012070941074820367 0.06859147436163758 0.021642911247380433 -0.056963815687966213 0.0020983584598133023 0.0012720279015448351 -0.036886860911590845 0.016180329604554646 0.02227992502134335 0.0020101763470314299
leaf_count=315733 1055 189 70 364 86 20 293 64 149 39 37 203 748 2873 1253 436 5672 3011 351 120 6496 135 313 130 1785 14215 255 1426 688 3722
internal_value=0 -0.0373172 0.187466 -0.210661 0.532856 0.350724 0.250748 1.15511 0.0623024 0.342724 -0.354597 0.177178 -0.0448308 -0.162562 -0.0117796 -0.228974 -0.0291801 -0.131325 -0.0550398 -0.00404897 -0.0693356 -0.147927 0.4192 0.074211 -0.175043 0.0422456 0.0161029 0.266871 0.0500981 0.109702
internal_count=361931 46198 1514 520 156 994 910 84 721 391 330 352 44684 5310 2437 1184 39374 9034 6023 30340 14324 8859 578 443 8281 16016 14470 1546 5465 4410
shrinkage=0.05


Tree=5847
num_leaves=31
num_cat=0
split_feature=785 519 713 650 645 659 921 783 1443 762 991 852 609 518 791 746 809 289 1437 651 222 854 797 797 965 414 84 1243 1035 755
split_gain=11.4071 11.9342 16.2663 20.1495 19.8341 19.0011 18.0698 38.3647 19.8261 21.6358 18.0837 21.2422 16.3235 16.187 16.1783 26.7425 20.9502 20.7984 18.6472 18.6201 17.9094 16.9809 67.4363 18.3474 21.0472 22.4282 17.81 17.0207 18.4977 16.584
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.6923072129381651 0.66777575187080795 2.2359170208873898 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.92095852375103993 1.0000000180025095e-35 2.2685729398725978 1.0794040238867422 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 2.014354030516309 -0.87473648844905705 0.63961785378869596 0.63961785378869596 1.0000000180025095e-35 0.83391724092890185 -0.010139945829889745 0.1517318052922412 -0.34755022397939389 1.5226375783121155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 14 8 9 10 -8 -12 -13 -5 21 16 17 -16 -18 20 -19 22 26 27 25 -25 -4 -23 -29 -30
right_child=1 -3 6 13 -6 -7 7 -9 -10 -11 11 12 -14 -15 15 -17 18 19 -20 -21 -22 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=3.4638495747654539e-05 -3.3840919757581174e-05 3.6953092043727136e-05 -0.00022830937693641963 9.1035986611148165e-05 9.1866018037993114e-05 0.00015792698007028366 -2.9531451389226099e-05 0.00025374103714992781 -0.00012091903280872698 0.00023208330760450245 -1.0726863985448577e-05 0.00033912469695824058 -0.0004739651701225659 0.00040948119046242503 -0.00027688597719035846 9.7029384141720355e-05 -2.6870285559189081e-06 -8.9949088832415493e-05 0.00022683894926433181 0.00028543887339749392 0.00027451430113219536 -1.9559021926094953e-05 0.00026074828299081973 -1.0743567522901341e-05 -0.00017255354778386017 -0.00021608107358569187 2.9071104817386228e-06 -0.00017452372330183064 -6.8972879794306462e-05 0.00016861542874097829
leaf_count=29559 37313 21518 3481 5128 9620 3017 18167 3076 6926 2064 2666 1804 123 826 5860 10309 28211 21582 1632 775 829 71738 3676 15858 16005 4096 3851 12068 17031 3122
internal_value=0 -0.0119279 -0.0161741 0.0194151 0.00401822 -0.0200425 -0.024934 0.0242973 -0.0015522 0.0270073 0.00466442 0.129243 0.295604 0.146398 -0.0337001 -0.00163698 -0.0260067 -0.0866994 0.0133058 -0.0559133 -0.0739016 -0.0478968 0.0381894 -0.0559041 -0.10535 -0.0524381 -0.103039 -0.0394402 -0.0910904 -0.0451506
internal_count=361931 332372 310854 55904 49950 40330 254950 34826 31750 24824 22760 4593 1927 5954 220124 69198 58889 29046 29843 23186 22411 150926 11008 139918 35959 19954 7332 103959 32221 20153
shrinkage=0.000980392


Tree=5848
num_leaves=31
num_cat=0
split_feature=519 705 382 1011 1191 11 911 1410 1465 1390 415 1182 902 836 76 3 1191 1373 84 909 424 898 1377 1046 1050 1075 491 1314 1193 913
split_gain=7.81466 13.6804 16.5204 13.2766 14.4281 12.9629 12.7685 14.536 12.3518 13.7185 11.8524 11.8404 13.7162 11.8199 11.7859 12.8404 15.596 15.0637 13.817 14.7211 15.832 13.2169 12.9324 11.408 13.9549 13.1934 13.5677 13.2065 11.6871 11.0641
threshold=2.1420547332082829 0.12773391649824176 1.0000000180025095e-35 -0.44652962571832033 -1.0546997275122301 -0.87191264689159853 0.87907686777168748 1.0445359980324682 -0.46084089787380461 -0.37743243741486149 2.0530607343684557 -1.0616042886254842 0.99155018269982953 0.6943258792592738 -0.89600370343702551 -0.14971350676197756 -0.47352850599187973 1.1593483553776331 0.74141625979451187 -1.0269256466698333 0.78220332460099617 -0.36429510850743646 0.9634719985062733 -0.58642939362613478 -0.41524432643598869 -0.59407093791631038 1.8785373997590404 -0.61004721732279921 -0.76527274138141987 -0.54961026993110262
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 6 -5 -6 -3 8 -8 -10 -4 12 -7 -13 23 16 -16 18 19 20 -18 -20 -23 24 28 -25 -27 -28 -2 -12
right_child=1 2 10 4 5 11 7 -9 9 -11 29 13 -14 -15 15 -17 17 -19 21 -21 -22 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.00031817523987218372 -0.028077409096406047 0.007405223920811662 0.00091446735124255411 -0.061582200977873494 -0.0035843271921768369 0.043540540936683941 0.0017068396104646247 0.017907189757231979 -0.044247464174205754 -0.0050119667476080125 0.008909974513832547 0.0093240187234828534 -0.039467165969118478 0.025958728659997207 0.001355767823888883 0.00088908854588012432 -0.010650017989330816 0.020430998806458003 -0.019116197454185684 -0.024452480891254957 0.070219292908812986 -0.00048566705333714206 0.048316557228446057 -0.011684567722056269 -0.033642718106959027 0.020599800456510001 0.041631097505488573 -0.04109840745573317 0.01529144111547031 -0.049420112097363286
leaf_count=338398 123 2298 5953 36 496 269 312 195 250 189 61 2051 29 644 1504 4539 144 137 276 1664 51 229 85 262 177 993 29 108 306 123
internal_value=0 0.0357426 0.0828796 0.159259 0.252618 0.266047 0.056167 -0.155687 -0.298281 -0.537549 0.00246027 0.319548 0.728552 0.272803 -0.025028 -0.0619689 -0.157788 -0.268296 -0.314877 -0.421917 0.250515 -0.0260917 0.280853 0.127905 -0.136243 0.234311 0.331747 -0.374263 0.0868853 -0.569061
internal_count=361931 23533 12906 6769 3525 3489 3244 946 751 439 6137 2993 298 2695 10627 8629 4090 2586 2449 1859 195 590 314 1998 606 1392 1130 137 429 184
shrinkage=0.05


Tree=5849
num_leaves=31
num_cat=0
split_feature=1463 0 834 1451 1464 1463 1458 1455 1450 1458 1454 1470 338 1464 1467 1451 1456 210 1458 1451 1449 1453 1449 1449 1454 1467 1455 1451 1458 1455
split_gain=7.79556 19.2581 17.8075 17.7249 24.6817 34.3679 45.6756 48.059 39.8038 35.8415 33.5125 34.0323 33.4223 30.8762 30.5802 43.7261 31.3115 30.4982 30.0247 25.9296 25.6712 23.7233 58.4392 43.3082 46.1806 49.6486 42.7054 44.4922 37.507 36.3106
threshold=-0.052537044703927886 0.067947162560419175 2.367347217303204 0.54872951183746299 0.10188322546539115 -0.23884079478003004 -0.035273121668496853 0.80851755981579754 0.4766462625089169 0.10507126555246735 0.40055145564584022 0.360274951809401 -0.67742393113063393 -0.1219094853058012 -0.22023664855122008 -0.16446795582476503 0.82504800527607469 -1.0666823506722929 -0.55959664989479319 -0.0066164517430368063 -0.61727301985219263 0.15065792239285117 0.97433572715759287 0.13621803835304128 -0.63228822985738853 -0.16358259194721031 0.077674712183098529 0.17178520290350494 1.6687882578741802 0.066226667191485206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 21 7 8 14 -8 13 -12 -6 19 15 17 18 -7 -17 -11 -10 26 23 -23 25 -25 29 28 -28 -1
right_child=1 -3 -4 -5 12 6 9 -9 20 10 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0010163655447628351 -0.00039242951052575976 0.0021406558656402778 -0.011999749223083505 0.001625265969645415 -0.0039558567621400869 0.0021697917630889405 0.026074356968952453 0.014807285566434111 0.024882300987960931 -0.0060146986007543158 -0.0036217695628833787 0.049394226896738322 0.0028644700425951666 0.018307408376472649 -0.0063018709219620555 -0.016887464887974435 -0.042574128260779692 -0.027196742144175973 0.011409949745893979 -0.036602852171450533 -0.010422092998105903 0.0011920623257863623 -0.01957340205567534 -0.03363144600263112 0.022029272957833107 0.018849435394112279 -0.0066282723587463696 -0.022287901938058866 0.017620377879431152 0.026109724870643992
leaf_count=61730 79679 59183 2208 39152 17103 893 678 1014 676 2873 350 282 35385 593 5961 1392 391 5890 1495 528 643 19302 1672 620 2894 522 14564 2765 859 634
internal_value=0 0.0107162 -0.0133701 -0.0121594 -0.0228676 -0.0419062 -0.131161 -0.197013 -0.233545 0.0630057 -0.0234034 0.459039 0.0205001 -0.114656 -0.271883 -0.364051 -0.101494 -0.48352 -0.00572514 -0.214972 0.1845 -0.0233705 0.0415008 0.0732905 0.294712 -0.143712 -0.0446304 -0.150738 -0.0993376 -0.0135644
internal_count=361931 141070 81887 220861 181709 129221 23659 18355 17341 5304 4626 632 52488 3994 16022 10061 3278 6783 2887 3401 1319 105562 25010 23338 4036 1142 80552 18188 15423 62364
shrinkage=0.05


Tree=5850
num_leaves=31
num_cat=0
split_feature=1078 227 210 914 828 298 776 483 150 487 1017 850 906 8 345 1097 1090 755 71 1043 1242 415 288 710 1267 291 828 1182 4 82
split_gain=7.75876 10.9116 12.1752 16.4675 14.4232 13.9907 15.221 13.6938 26.4336 13.3885 13.0983 13.1309 12.8584 12.3392 12.1971 12.1651 12.1498 12.6045 12.7876 12.1427 14.7921 12.1291 11.9407 13.0994 11.7954 11.7631 15.2442 12.4548 11.9768 11.8478
threshold=1.0000000180025095e-35 1.0193213537740753 -1.1275878679273086 1.3026000490886271 2.1805737518277213 0.62519611129741059 1.7734177431336524 -1.1520952122627739 -0.17019278759953144 3.6510187249897208 1.1027457920438068 0.6190413382504959 0.48319374147776656 0.62871122898076381 2.7853900417828128 -0.64966988391888181 1.0111579468260208 0.27356497111670858 -0.76545869546935019 0.38529431236252637 0.59044395542794448 -0.64786763730575081 -0.82962504133416348 0.11722224314133493 -0.92311956290169694 1.299930297339851 0.0094843178843239395 2.2296111244309196 -0.58295584983638793 -0.93952509622733127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 4 5 14 12 8 -5 -3 11 -6 16 -13 25 -16 17 -7 -19 20 22 -21 -9 -24 -25 27 -27 28 -4 -29
right_child=1 2 3 7 10 6 -8 19 -10 -11 -12 13 -14 -15 15 -17 -18 18 -20 21 -22 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=0.00010412200722287439 -0.00076685371313603727 -0.016209877764682988 -0.023267550094760128 -0.014499137646772478 0.081957866559503503 0.013194036967062847 0.07589550068932821 -0.01295048878883125 0.14934010821647478 0.078631419911872669 0.11368998110335948 -0.036081013713027542 -0.029347835542117548 0.050500921270412849 -0.059009728531038558 0.099524876782456292 0.051872198284307836 0.031208714289310269 -0.05545034663973232 0.038828003209982698 -0.025140606690589914 -0.037634517090467071 0.015541055887485286 -0.00032350062862573995 0.083196361084458673 -0.011562538334627163 0.073899534232368322 0.087225019066246481 -0.0083179538311427808 0.0055048328942212815
leaf_count=290345 60647 2708 1381 44 39 509 59 137 31 35 27 97 206 37 21 23 100 43 148 51 142 176 209 50 110 91 54 39 4192 180
internal_value=0 -0.0283559 -0.112313 -0.0635167 -0.107608 -0.129083 0.150067 0.288202 1.41623 -0.298488 0.604175 0.320294 0.0759398 -0.10124 -0.1838 1.18978 0.212157 0.087529 -0.608903 0.185576 0.383652 -0.379819 0.591468 0.807314 1.31587 -0.195395 0.541437 -0.216416 -0.241553 0.454639
internal_count=361931 71586 10939 8196 7246 7046 1065 950 75 2743 200 173 1006 134 5981 44 800 700 191 875 648 227 506 369 160 5937 145 5792 5573 219
shrinkage=0.05


Tree=5851
num_leaves=31
num_cat=0
split_feature=890 407 1235 733 21 1469 184 831 1470 1468 1464 1454 1464 912 1458 1458 1470 1466 1096 1461 1459 1465 1467 1470 150 957 1092 1466 1464 497
split_gain=12.1271 18.0342 17.8718 18.4773 21.4212 19.4937 21.1182 18.1266 20.1875 16.6301 20.6156 32.4935 23.6279 17.8241 17.4437 23.336 22.9158 29.7781 24.2703 27.0817 23.0341 25.8137 17.2779 22.742 16.7066 16.5201 17.3213 16.3539 16.2233 16.1876
threshold=-1.0182342416987082 -1.2965003005540392 -1.24934742919911 2.3938204998800492 -0.32341995197817647 -1.2201123333327371 1.384368771371848 0.7352422090975943 -1.1298860701531226 0.22012251894583709 -0.31497481326640125 -0.82542789839051101 -0.35420951184865751 1.8398445978791313 -0.6114257374270754 -0.55383951697340417 0.76238189424373282 -0.035273251782798838 1.3185420132932633 0.53704323757840622 -0.27674264624793327 1.2338504632157472 -0.35338637096808717 0.068550307298219079 -0.7151025435042947 1.0000000180025095e-35 1.0127093791323547 -0.34354569973795063 -0.29199363580579096 -0.58848382679032385
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 9 -6 -9 13 12 -12 29 14 16 22 20 18 19 -18 21 -7 23 -16 -15 26 27 -17 -13 -11
right_child=1 2 3 -5 7 6 -8 8 -10 10 11 28 -14 24 15 25 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.4850021264862402e-05 -5.6364990122978023e-05 -6.4737705898097273e-05 0.00015333042243743478 -0.00012705701129757732 -1.4455468439870454e-05 -0.00021479981370073329 -0.00011535307368810295 -0.00012485728644292716 6.4632974945871919e-05 -0.00019844174899884162 0.00059434038493775231 0.00079813748570986694 -0.00048754690122920986 -0.00020913579062462642 -0.00067877881730672696 -8.0766589259344612e-05 0.00017585814961549801 -0.00035787697332357893 0.0010710851095209392 0.001048203560104198 0.00015557633009830578 0.00057033330030408945 -0.00054048492468862595 0.00039067175719571052 0.00037118192111168974 -0.00017493478772251991 0.00016143253526817316 5.0495369535237639e-05 0.00011904042813505246 0.00011855943853037225
leaf_count=96477 36838 22083 6581 7041 110918 2369 5214 2849 26224 1133 787 152 487 386 200 8750 1109 290 202 182 3161 196 861 281 1129 3021 3093 9716 6429 3772
internal_value=0 -0.0017284 0.00489813 0.0106743 0.01394 0.0498968 0.0342059 -0.00117347 0.0469536 0.0478829 0.116767 0.18979 0.00594719 0.0219994 0.0109866 -0.0165999 0.108556 0.330433 0.452391 0.325457 0.0362539 -0.138369 -0.333144 0.0226104 0.260724 -0.00200828 0.0173798 -0.00964713 0.138979 0.0523465
internal_count=361931 265454 228616 206533 199492 59501 52920 139991 29073 47706 12760 7368 5392 34946 33431 25922 7509 1783 1493 1291 5726 2565 1342 481 1515 24580 21559 18466 6581 4905
shrinkage=0.000980392


Tree=5852
num_leaves=31
num_cat=0
split_feature=50 194 1040 1338 361 1449 1459 1386 974 430 69 464 1384 901 625 294 349 496 490 146 80 703 769 10 1164 346 1155 678 774 757
split_gain=7.70582 14.2763 13.668 23.5207 16.1545 15.452 15.6993 18.3398 16.2629 21.075 15.9571 15.3344 17.0841 18.7505 17.045 16.1808 14.9344 14.3965 18.1577 14.3932 14.6385 14.7501 14.3554 16.7941 14.3364 14.1985 17.1435 17.6974 15.4632 13.9949
threshold=0.55630078546380823 1.0000000180025095e-35 -1.3964239664697944 0.40349210802158647 -1.6383042712374298 0.71251893840138358 0.15912437206817998 -0.87796959393416707 0.2635867000137177 -0.31646142821656481 0.9876814343482011 1.0000000180025095e-35 -0.55632809899443869 1.8081519724975503 0.26934465640108457 -0.72690265318047287 -0.89782172372771663 0.5366020003134172 0.3720018327613272 0.24320273380754456 0.3043326485277455 0.82434960759068521 -1.2734944987766339 -1.0349130105764768 1.0000000180025095e-35 0.19333210693355821 1.0000000180025095e-35 2.2630177386489128 0.17258652810883521 2.2053502148725181
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 11 7 8 -7 17 19 -4 15 -14 -15 22 -11 18 -10 20 21 -8 -13 -24 -17 26 27 -9 -27 -28
right_child=-2 -3 5 -5 -6 6 10 25 9 16 -12 12 13 14 -16 24 -18 -19 -20 -21 -22 -23 23 -25 -26 28 29 -29 -30 -31
leaf_value=0.017568566072648416 0.00077674536500888197 0.00020407019392654224 -0.0037416129942839413 0.0082270328449305079 -0.019482172032526779 -0.019259511008814456 0.00028571672403578476 0.015879611425469658 -0.039592212794534898 0.033584639654406633 0.0098913865720124949 -0.017388122701914532 -0.0015081704188146176 -0.0063499592164444193 -0.036264575630380678 0.0024884464741049893 -0.025937595935896202 0.080768122233631306 0.052421678015654262 0.0045552091766468189 -0.018938457244893021 -0.024369427638670383 0.03717943827854419 0.0099702571160261277 -0.012826010409653347 0.0072614947350411203 0.0029221223982995297 -0.022487705623161092 -0.01376357491352217 -0.04153531596877006
leaf_count=253 84163 153864 60881 1254 3517 1215 2631 4161 78 84 1314 217 24702 902 656 9779 299 60 80 1599 1565 513 357 1607 1205 1633 1952 182 1103 105
internal_value=0 -0.00958426 -0.0326849 -0.195011 -0.325017 -0.0276757 0.0397172 0.103174 -0.162756 0.163896 -0.0481746 -0.0417371 -0.00739213 -0.0452352 -0.337438 0.0607976 -0.217572 0.773207 0.283525 -0.103136 -0.17995 -0.0734435 0.245875 0.307302 0.0237967 0.145363 0.204395 0.285406 -0.0251193 0.00246008
internal_count=361931 277768 123904 5024 3770 118880 18574 10952 1816 601 7622 100306 39425 26260 1558 13165 383 218 158 6308 4709 3144 2181 1964 10984 9136 6400 4343 2736 2057
shrinkage=0.05


Tree=5853
num_leaves=31
num_cat=0
split_feature=785 837 1362 277 287 1411 1031 760 774 1258 973 1252 147 17 626 20 1459 16 294 1327 1328 703 1445 1052 574 432 70 977 425 697
split_gain=17.8799 11.423 15.0975 14.7733 16.5407 15.4034 14.9578 16.2669 18.1313 14.9675 15.5376 14.7868 15.9407 14.7641 15.0549 14.6143 17.2451 15.4541 15.3266 15.1984 16.389 14.5849 16.3178 14.2543 14.102 16.7955 14.0034 14.6955 19.3695 13.8258
threshold=-0.86283290253235112 0.64384972645585192 1.0087403405179345 1.383899167819199 0.026716050682278256 -0.5482899261094174 1.0000000180025095e-35 1.4296148827306066 1.6501678073873189 -1.1469751933892245 1.649304844681035 -0.051114163647510792 0.60178488921208084 -1.5329723979681285 -0.90831231270673929 0.95717060439449364 2.3058834128679897 0.91580412524171817 -0.67347908165399151 0.84786283855050171 0.52626012796702404 1.0443608889083851 1.6380901172106308 0.024829794153243417 0.6251511886302028 -0.76081816097533883 2.3584358407060981 1.1068713853891803 -0.90858565469452668 1.7120937588552285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 29 6 5 -5 7 21 13 10 23 12 -6 14 -9 -11 17 19 -19 20 -17 22 26 -8 -12 -26 -3 -28 -29 -2
right_child=1 3 -4 4 11 -7 9 8 -10 15 24 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=4.2715940160018949e-05 1.8425936556196437e-06 4.1474427327034072e-05 -6.0810010619297456e-05 -0.00029547560912551165 1.2069250856875507e-05 5.2319499966007442e-05 3.5669256041908804e-06 0.0019020010857045714 0.00040060243742969485 -0.00013575627337408675 -0.00049323273130944315 -0.00051392214517610225 -0.00063143355697191535 -0.00026703598157103869 -0.00035959949920611058 1.0009310906267225e-05 0.0011373503949510149 0.00053170820559282693 -0.00091271880537860655 -0.00041282278867586358 0.00046465091836856955 -7.9883958753342431e-05 -0.00014776321814002091 0.00039072804596959891 0.0024474723171253199 -6.0349146546330336e-05 0.00054078947586085502 0.0017224913023631628 -0.00085302662778419919 -8.4880641733580108e-05
leaf_count=29559 211970 24291 32537 1451 1062 3365 1617 28 259 20379 589 1501 363 2971 41 2081 70 64 311 536 1059 8223 3274 1340 21 82 562 21 104 12200
internal_value=0 -0.0154636 -0.00834317 -0.0436957 -0.161301 -0.0537887 -0.03272 -0.00545738 -0.180477 -0.0851323 0.0843994 -0.31878 -0.137173 -0.242905 0.880858 -0.10978 0.0531005 0.0198388 -0.581714 0.0763392 0.149849 0.00803965 0.0335232 0.169438 -0.317459 0.639159 0.0513201 0.39356 -0.404655 -0.00214567
internal_count=361931 332372 256707 75665 7742 4816 67923 39774 3299 28149 3649 2926 1425 3040 69 24500 4121 4051 375 3676 3140 36475 28252 2957 692 103 24978 687 125 224170
shrinkage=0.000980392


Tree=5854
num_leaves=31
num_cat=0
split_feature=785 728 647 590 351 852 1238 923 850 140 1077 735 140 150 710 689 330 980 1470 555 491 934 1394 702 150 1255 637 898 906 796
split_gain=14.1051 10.7507 15.5494 34.6915 14.7396 14.6454 20.3803 20.4491 26.9565 22.1542 20.085 16.8604 16.7728 19.1432 15.9142 15.6563 15.9802 15.8334 15.9439 15.9145 15.5399 19.0075 15.5082 18.8618 19.0693 15.1129 14.6938 16.2869 14.9342 14.4907
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 2.116766141447274 1.0000000180025095e-35 0.17334222901426247 -0.86449023226567734 0.6190413382504959 1.8790564127931246 4.2406324835638474 1.356718709411544 0.056961987048755554 0.80001238754797444 1.1870562211658833 1.0000000180025095e-35 4.6982212610491674 1.7011711996532954 -1.3664195657027294 -0.52715049943618508 -0.18953869328555326 1.49738043113866 0.77579938520900538 -0.53792894511989753 -0.49248697249442197 0.3710772719079331 1.4943574423382835 -0.25462090988376379 0.20329953201512105 0.38087715954262297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 29 -2 7 8 14 10 15 -11 13 25 26 16 20 18 -17 -19 21 -9 -22 24 -24 -10 27 -7 -29 -3
right_child=1 2 -4 -5 -6 6 -8 9 12 11 -12 -13 -14 -15 -16 17 -18 19 -20 -21 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=4.9516543318248068e-06 -5.1877447173677913e-05 -0.00014080054516294718 -7.9179935471863583e-05 0.00032217292954109521 -0.00096351586134017081 -0.00038574662850510768 -7.4712869825257949e-05 -0.00016044605828754944 -0.00026955898136801277 -0.00029809732805364706 -0.0011063170671755764 0.00010442604989797896 0.0005545450078290687 0.00057230009054817484 0.00033107904865592322 -0.00045413755762664377 -0.0017912048160124931 0.00024294364906354797 6.4166902068067835e-05 -0.00027274887583594062 -2.8300459795736963e-05 0.00011807167173950182 -0.00058508416944063105 0.00025444574296898409 0.0001781511185613026 0.00039285067718105622 0.00055400801090497466 0.00031717703500937206 -0.00055560013693022124 0.00015496315547672236
leaf_count=29559 158224 3298 93730 1384 137 844 22962 6928 453 2037 85 610 776 305 405 267 29 352 23336 1185 8889 1419 308 1874 306 214 121 380 128 1386
internal_value=0 -0.0475996 -0.0713921 0.0449789 -0.0701207 -0.0397011 -0.0138956 0.00859163 0.162428 -0.00384573 0.00747222 -0.201801 0.343931 0.156843 -0.0233489 0.0093626 -0.0376216 0.0450475 0.0593089 -0.164148 -0.0354061 -0.112296 0.0147961 0.160625 -0.179171 -0.0476258 -0.134918 -0.204469 0.109437 -0.0487553
internal_count=361931 332372 99935 6205 4821 232437 74213 51251 3626 47625 44978 2647 1748 972 1878 44893 19753 25140 23603 1537 19724 8347 11377 2488 614 667 1473 1352 508 4684
shrinkage=0.000980392


Tree=5855
num_leaves=31
num_cat=0
split_feature=785 727 508 650 921 783 791 953 1016 651 874 836 551 717 789 588 1080 975 759 1051 621 840 1119 17 491 620 902 745 457 1
split_gain=7.72031 9.06293 24.5468 20.6146 20.0564 31.9047 20.757 29.7676 19.5987 20.6927 19.062 18.9532 18.9263 18.2028 22.5178 19.8295 20.5923 20.2243 17.9854 16.7994 17.6899 16.6952 18.7838 16.6712 16.6696 17.2687 16.3041 16.2579 17.1801 17.0983
threshold=-0.86283290253235112 -1.1275738623161491 0.93928964529742032 1.6923072129381651 1.0525743831388839 2.2099560249315608 1.0000000180025095e-35 0.67505964681462227 0.65834228227133607 1.1107569744011787 1.0000000180025095e-35 2.0420128731315255 -0.66823847936584235 1.0000000180025095e-35 1.1248358748350926 2.250834115212506 2.2092738772757108 0.95494621722111084 0.88836593879518266 2.5572094007754154 -0.21303862586992253 2.4781958131185964 0.18523814592435264 0.49632020236204527 0.5301691294511397 1.5209264779549863 1.5794087923412052 1.0191313245711819 1.0000000180025095e-35 -0.48228774352571674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 24 18 6 13 19 8 9 10 -8 -12 -11 -6 15 16 17 -15 -4 27 -21 -22 -23 -16 25 -2 -13 -3 -29 -30
right_child=1 4 3 -5 5 -7 7 -9 -10 12 11 26 -14 14 23 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0015956487600003945 0.0019686841627205164 -0.001596667715607316 0.0018571544869225923 0.018809740439852379 -0.0034169147369917012 0.012216723732278055 -0.0006851135734602888 0.0053786164953504223 0.0032755946317328056 -0.010223279131169201 -0.0070841365589148497 0.0116820066522112 0.012460657828454761 -0.00057770326467619204 -0.013126639437027542 0.017592116457903467 0.012313175605987013 0.0098729867757315539 0.016072529606702367 0.016628130087922938 -0.0047925334899458494 0.074860502096506229 -0.059029745946430727 0.0077401985316708534 -0.0039892891046165464 -0.0065981979263266821 0.097744658968854911 -0.004063641342274122 -0.030131184130390738 -0.0077888734195505939
leaf_count=29559 32924 140180 7658 1238 12313 3288 26066 12797 12040 668 19888 429 2384 13050 1815 1092 2243 3037 1212 1483 1651 54 24 637 11098 3830 27 15932 1126 2188
internal_value=0 -0.00706155 0.0193413 0.117543 -0.0131498 0.0367213 -0.0219276 0.0128079 -0.0135143 -0.0400683 -0.0557218 -0.125987 0.149032 0.0143106 0.0498962 0.075707 0.0569838 0.0266951 0.0786876 -0.0372663 0.139669 -0.0346246 0.951882 -0.151757 -0.00431906 0.0216266 0.37383 -0.0407796 -0.110135 -0.308712
internal_count=361931 332372 57960 10108 274412 37475 236937 74299 61502 49462 46410 20344 3052 34187 21874 19422 18330 16087 8870 162638 3212 1729 78 2452 47852 36754 456 159426 19246 3314
shrinkage=0.05


Tree=5856
num_leaves=31
num_cat=0
split_feature=764 1469 770 837 2 1063 1050 1458 1243 225 553 12 1040 1043 485 314 1298 87 352 12 1247 294 754 142 1186 902 1312 564 1386 1451
split_gain=7.74933 12.5648 12.6438 16.8087 15.8073 12.8782 14.0904 13.6674 14.2985 14.8326 13.0575 13.1569 13.6555 17.2314 13.6523 15.3862 14.5057 12.8878 15.4339 14.7401 12.9813 12.8654 12.6651 12.5511 12.4955 13.6844 17.9169 13.027 13.66 12.5602
threshold=-1.0384766776915233 0.47154702428836687 0.56784436028991447 1.1298829701396278 0.33592869020646587 0.86058575284663974 1.3598756119348028 -0.19179933198544472 1.9655621439520392 -0.74286031089648186 -0.40557632866038712 -0.25516671496271354 -0.27121933531644782 0.023836135450689463 -1.0764417927351293 1.0000000180025095e-35 0.60955665694886108 -0.56979165662448261 -0.64149088371948737 -0.4777047088025414 0.90469793003327459 0.64303035953429721 1.886922535162846 0.15428410577259763 1.721551684768474 1.0881844746956724 0.50555425104150109 -0.46145457714673255 -0.39738021018534186 -0.32149464372586883
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 -7 10 9 -9 22 12 13 14 15 -12 21 -14 19 20 -19 -16 -3 -5 25 -11 27 28 -27 -26
right_child=-2 2 3 23 -6 6 -8 8 -10 24 11 -13 17 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.00054791642866926346 1.7150005018622636e-05 -0.01056137962701907 -0.022907086045683471 0.093395275215955906 0.034377789024677752 -0.026365826900098501 0.034356650622345081 0.018883659929919978 -0.037699422035378842 -0.0083911911685306262 0.014211780984890393 -0.014284049111214482 -0.0072119611817294434 -0.02957522391671992 -0.028114684252526181 0.10424202716678016 0.028081784994798676 0.088371536960882222 0.01156931667375035 -0.034027123259467738 -0.012816891230717102 0.036160204235859451 -0.031071949338475527 -0.0086235284574925544 -0.013056731299221323 0.04834422134923716 -0.046198118266419362 0.071961692976367717 -0.039271966376168928 0.055997602405010852
leaf_count=30451 319728 2411 226 64 123 1051 58 735 201 2056 143 1294 290 423 427 50 142 135 381 27 34 79 941 38 62 56 67 81 56 101
internal_value=0 -0.0370292 -0.115252 0.321755 0.0416316 -0.134037 -0.431995 -0.104768 0.0275652 0.0646128 -0.181579 -0.0578871 0.0776783 -0.11273 0.117573 0.78929 -0.0750419 0.346182 0.583312 1.17039 1.45483 -0.352876 -0.30566 1.26704 -0.0358792 -0.0906137 0.448468 0.765416 0.187646 0.603762
internal_count=361931 42203 11752 451 349 11301 1109 10192 3415 3214 6777 3425 2131 1264 841 193 648 867 577 196 169 506 3352 102 2479 2316 260 193 112 163
shrinkage=0.05


Tree=5857
num_leaves=31
num_cat=0
split_feature=1461 1458 844 563 1453 1457 1437 201 619 15 1465 622 1450 1470 1212 974 810 467 75 1458 570 1356 1449 1454 62 536 1038 484 423 1242
split_gain=7.64683 10.6717 12.8192 13.3537 12.6011 16.7188 14.5574 11.4811 11.2566 11.6759 11.295 11.6382 10.9001 10.8522 10.8404 10.8977 10.3071 11.1402 10.193 10.1499 13.5944 12.3065 11.326 15.3691 12.8217 11.3573 10.0069 12.5713 9.893 9.83284
threshold=3.9993613276323443 0.036661978097680334 0.93085542958294554 1.0502520572780558 0.47485221662462634 1.4496650373183211 0.72713696786055593 1.0000000180025095e-35 0.83082504555296788 -0.45772261255289681 0.036921845771062549 -0.71075345796248424 -0.2619769769699723 2.2722540408353908 -0.72824034023836837 0.4804667629339599 -0.65819684525605759 1.0000000180025095e-35 0.97671172095910264 0.80534149711599012 -0.14867668661752878 -0.50019127212278292 2.6682367991512277 1.6537132332631717 1.0000000180025095e-35 1.370997289229714 2.065104477196527 -0.67531159834663657 -0.33591546604390693 1.2504751814864565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 14 12 6 8 -8 10 -10 -6 -12 16 26 15 -4 17 -3 -16 20 -14 -22 25 24 -24 -21 -2 -28 -11 -7
right_child=1 4 3 -5 5 29 7 -9 9 28 11 -13 19 -15 18 -17 -18 -19 -20 22 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00022769271392220495 0.012095927792737325 -0.052734219507517992 -0.031475225630056024 0.036984944608073965 -0.051552833688589962 0.029266506101175191 0.038598170530417843 -0.032945219132352245 0.044483820962308331 0.01477317005301945 -0.071264525576219678 -0.0045369104996952087 -0.042771247287667243 -0.067832987870606168 -0.046980221101392168 0.056399130487358118 0.031598492147479437 0.02217610211942565 0.030010989083983509 0.021658196469626183 0.063390820673218759 -0.017882111360450641 -0.029823046499575442 -0.048491489431806353 0.035728685748648722 -0.049088552740511944 -0.022801106130717567 0.067461187504902292 -0.071361166582431093 -0.058849420153678278
leaf_count=357498 1707 50 42 51 293 149 81 39 42 34 53 203 188 20 204 31 261 50 24 377 40 81 62 107 72 30 22 66 34 20
internal_value=0 0.0886286 0.196739 -0.223233 -0.0218407 -0.230736 -0.38228 0.302505 -0.533199 0.0836442 -0.691304 -0.329452 0.114648 0.264329 -0.444743 0.298701 0.42312 -0.192335 -0.73123 -0.0175441 -0.408952 0.213351 0.12104 -0.260754 0.175052 0.335708 0.28154 0.937704 -0.531496 0.400932
internal_count=361931 4433 2167 352 2266 948 779 120 659 110 549 256 1318 1815 301 73 361 100 228 957 309 121 648 241 134 407 1795 88 68 169
shrinkage=0.05


Tree=5858
num_leaves=31
num_cat=0
split_feature=129 699 794 493 562 772 752 9 1469 972 852 1456 1028 1110 359 345 348 1189 831 1388 207 1175 208 143 223 419 76 696 292 324
split_gain=7.54365 10.0804 12.516 16.7508 15.9728 14.9213 17.2147 15.1281 14.6395 14.2235 17.0316 16.9901 14.0954 16.6609 16.9516 14.9648 15.7627 15.3803 14.2009 15.8307 15.367 14.1914 13.6995 15.4108 13.5545 15.1793 19.4497 14.4749 14.383 13.3092
threshold=1.0000000180025095e-35 0.57952241499799417 2.2041218380651819 -0.13758278289748985 2.3375061498835783 1.2016709513121329 1.0994827421346443 1.825339948651499 1.8288086019146017 0.46464639440412986 0.64081800999824112 0.19084009074608427 1.1620552345255721 -0.32342674980747432 -1.4014234630019138 2.2532759045326034 -0.76950275442628135 -0.6257811184781864 2.1004357191690395 1.0937879677896827 1.0227429748187784 0.44911463142528091 -0.69043854398178406 0.82067980350130731 -0.55274380678355861 0.046512034601306478 0.41501865073339911 -0.9555602645140221 0.67527070617728957 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 24 8 -1 7 12 9 -5 22 -12 15 -14 -15 18 -17 -18 20 21 -7 -20 29 -24 -4 26 -26 -27 -28 -11
right_child=-2 -3 3 4 -6 6 -8 -9 -10 10 11 -13 13 14 -16 16 17 -19 19 -21 -22 -23 23 -25 25 27 28 -29 -30 -31
leaf_value=0.00048611871204181387 -0.0017418243121712408 -0.0011745753838801917 0.0084570697201025533 0.016086609807115928 -0.042000589550490158 -0.0038828526991806474 -0.018014107973703536 0.014142675038943432 -0.018357025203232031 -0.045655578794591402 0.045349917592948763 -0.037419915568927674 0.030573485056991735 0.06978924261150625 -0.01486607670607889 0.049945734443180914 -0.036387406577564028 0.019522216982531822 -0.0089988486597338269 0.056794807178025625 -0.015865330963972021 0.035644372724683203 0.0090829684719383724 -0.039247385516909844 -0.015811675289035692 0.030350720649804281 -0.0019986016102471011 0.00056819760381177857 0.037235752138638355 0.0085088310582540766
leaf_count=209710 48087 77678 1865 3032 101 10432 1103 798 270 198 163 47 328 37 315 140 97 205 302 71 1739 113 740 124 1710 216 568 1498 158 86
internal_value=0 0.000781835 0.00829616 0.0846687 0.188785 0.00441286 -0.065565 -0.044941 0.206436 0.235951 0.034346 0.611656 -0.0623766 0.262324 -0.113591 -0.0796491 0.336762 0.0509542 -0.0947088 0.27051 -0.111592 0.0907438 -0.0858274 0.062867 0.00588019 -0.0655454 -0.184467 0.0923065 0.1356 -0.539244
internal_count=361931 313844 236166 10776 4761 225390 15680 14577 4660 4390 1358 210 13779 680 352 13099 442 302 12657 486 12171 415 1148 864 6015 4150 2436 1714 726 284
shrinkage=0.05


Tree=5859
num_leaves=31
num_cat=0
split_feature=51 911 1305 544 980 218 1396 667 773 693 576 913 838 216 703 1159 554 779 426 1323 1317 1390 1243 486 807 1456 1166 1383 414 1174
split_gain=7.60365 10.9959 14.7389 16.2341 13.5615 16.8776 13.4786 13.2821 12.9175 12.7736 18.5536 17.9485 13.4373 13.4773 17.3076 15.8767 14.6194 14.7324 13.8714 13.1878 15.4556 17.9423 14.9909 14.9968 18.7635 15.414 17.741 14.3579 14.3616 14.693
threshold=1.0111847875080273 1.3284833505957887 -0.66537623572488702 1.0000000180025095e-35 1.2695112380217715 -0.39520849204006431 0.303692555487445 1.473346372007182 1.1391032444617981 -0.038823445884877399 2.1976343896462978 -1.3186734023107731 1.9758849331764565 0.80145337439657494 1.0096222655424325 1.0078851103989419 -0.22065640416924606 0.94489174935665687 -0.95652101028818559 -1.2254033952469492 -1.5963564471725313 1.0237733399752011 -0.54800015725108586 -0.81390098570221425 1.0000000180025095e-35 1.9815654246374563 0.87102037147397393 2.5167038549578766 -0.65915134278027476 -0.011264487396579809
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 8 7 -6 -7 -4 -3 -2 12 -12 19 14 16 18 17 -14 -15 -11 21 -21 27 -24 -25 26 -26 28 -22 -30
right_child=1 2 4 -5 5 6 -8 -9 -10 10 11 -13 13 15 -16 -17 -18 -19 -20 20 22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=6.697764563307007e-05 -0.0043991645252037014 0.0087353439837136899 0.0067218492238285774 -0.021883011528800945 -0.00022421199069012503 0.052873670085377272 -0.0032935643657133772 -0.030088926592865235 -0.03163708047879981 -0.016525073327799553 0.070323129004102258 0.010143287374712952 0.057581170280497619 0.092682008689418421 -0.027780378982928323 0.10776621027296676 -0.0050956566081148298 -0.055376740356025703 0.0064700172215618919 0.022797306317168319 -0.0073215233897811413 0.15504400468382967 0.0056502940425408781 -0.0027043708138019523 -0.023745594183716384 0.022145538677169771 0.00041182642917399009 0.048417458520163062 0.0015597246493044147 0.016588977422683348
leaf_count=306947 26587 906 2712 700 283 241 76 247 148 1179 78 1290 165 40 200 33 187 31 163 130 1730 20 2662 7742 2187 145 625 78 2982 1417
internal_value=0 -0.0318629 0.0755861 -0.115664 0.16625 0.491662 0.816275 0.09398 0.0687656 -0.0448054 -0.00288417 0.271401 -0.0217759 0.304458 0.0908023 0.822903 0.401554 0.900577 0.487328 -0.0340717 -0.0202903 0.860131 -0.0259811 -0.0754721 -0.114433 -0.298157 -0.347864 0.072846 0.0571689 0.127348
internal_count=361931 54984 5313 1754 3559 600 317 2959 1054 49671 23084 1368 21716 819 583 236 383 196 203 20897 19718 150 19568 13361 10699 2957 2812 6207 6129 4399
shrinkage=0.05


Tree=5860
num_leaves=31
num_cat=0
split_feature=785 519 728 869 660 126 1450 138 734 597 1020 901 219 698 1106 846 650 358 313 428 783 684 134 1356 417 1373 977 566 645 973
split_gain=12.6348 12.2529 17.1472 19.1403 19.2414 17.8404 20.3076 22.5581 19.3953 29.8322 20.626 23.8916 18.8005 18.4592 18.2724 17.7175 17.4728 17.0597 17.9708 17.7736 17.0271 22.4255 20.283 19.4159 18.9167 17.0184 19.7319 16.7509 16.742 16.93
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 0.70880289725806289 -0.68105566923231198 -0.44390300095582519 0.85494804639094091 1.3592535390735871 2.1590889378513896 -0.10326561228500124 0.26753349875916671 -0.32450972728885735 0.18025346202045536 0.024525814044542165 1.6923072129381651 -1.0050369026559718 0.36773898971804858 -0.92361605113987999 -1.0732212767954836 1.1866119401304767 1.0000000180025095e-35 1.0000000180025095e-35 0.79743367681248667 1.0000000180025095e-35 -0.054104840015698534 2.1059719136688364 1.0999280683389623 -0.3520936843062038
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 4 20 8 12 17 10 13 -6 14 -7 25 15 -12 28 19 -19 -8 22 23 -4 24 -22 -10 -27 -5 29 -2
right_child=1 -3 3 27 5 6 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.5944036277344545e-05 3.2463646562561253e-05 3.6484862403799596e-05 0.00026003607533154927 -6.7071677715374822e-05 -6.9011016942956485e-05 2.4801892002905867e-05 0.0010676969737663268 9.6515695072711037e-05 -0.0003171317972588791 0.00025752018791163977 1.1344563802977514e-05 -0.00016193802623040333 -0.00022774967383860689 4.2052988617930334e-05 0.00055381062560315724 0.00067060691785557022 0.00013081266616003323 -7.1317110995723998e-06 -0.0002990439603247161 7.2657180427742089e-05 -3.9301603943399586e-05 -0.00017441386411785846 -3.9734167180637927e-05 0.00010480590836856054 0.00013001714766709552 -0.00022994405833131926 0.00019161998787446503 0.00010213071412291701 9.5869348577843198e-05 -5.6706025830546119e-05
leaf_count=29559 20388 21518 2915 82198 77751 3266 148 15725 2297 2167 1292 1126 2905 9155 594 222 6225 2758 1771 413 19420 3880 2080 10421 3833 1143 1125 3066 7761 24809
internal_value=0 -0.0130583 -0.0173582 -0.0266994 -0.0127759 -0.0286128 0.0227557 0.0564264 -0.0450762 0.0292467 -0.0614113 0.113965 -0.0950406 -0.0151522 0.248128 0.114245 0.0177975 -0.0783959 -0.122043 0.334705 0.0289813 0.0121287 0.155264 0.028847 -0.00949288 -0.146642 -0.0167064 -0.0600218 0.00401206 -0.0142172
internal_count=361931 332372 310854 251671 166407 123858 26986 20815 96872 15887 80985 3234 6171 13720 2108 1514 59183 5090 4529 561 42549 37554 4995 33674 23253 4565 2268 85264 52958 45197
shrinkage=0.000980392


Tree=5861
num_leaves=31
num_cat=0
split_feature=519 705 376 773 1106 391 560 1252 21 1449 561 1304 6 1185 326 765 1398 1469 832 1049 623 227 782 1254 500 1101 479 966 362 677
split_gain=11.3218 14.706 16.5802 12.5006 13.385 12.4657 16.7236 15.9015 15.495 20.114 16.7543 18.6822 18.135 16.3147 16.2078 16.0058 15.149 16.0062 16.0152 16.1902 15.0681 21.3061 15.9235 15.0383 14.9588 14.9301 14.8456 18.2177 19.3321 17.9819
threshold=2.1420547332082829 0.12773391649824176 1.2189113891555967 0.75165944397710327 1.2649895644886884 1.0000000180025095e-35 1.5543678830236567 2.3260735528109335 -1.6471741456694959 1.8300156781960906 0.060847979350058673 -1.2519738572323926 0.85531694181091844 1.1017086333092199 0.65872944223055041 -1.496356168325464 0.16884849195134932 -1.3066623469784679 -0.60943366056123816 1.285893796353293 0.49839003435415147 -0.70270883741351597 1.0000000180025095e-35 2.768630430144388 -0.38421084989215365 -0.37478473001060308 0.50516169945656497 -0.94533735240730399 1.0897914592860907 2.6489064257134509
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 -1 -8 9 -7 11 14 20 26 -10 -16 17 -15 19 -19 22 -22 -13 -24 -18 -9 -12 28 -28 -29
right_child=1 2 -4 4 -6 8 7 25 10 -11 13 12 -14 16 15 -17 24 18 -20 -21 21 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=4.0112382658460504e-06 -2.397676120653262e-05 9.985831814070141e-05 0.00026890423603922873 -0.00011795046761632333 0.00026605423344822001 8.5884970127591195e-05 -8.0417224631112674e-05 -0.00032144141299577896 -0.00014696891876148991 0.00081793452612753139 -2.5116457485689049e-05 4.4020109633303577e-05 -8.9034019064819603e-05 0.00059771543787487998 0.00083401936441829911 8.1432927289304491e-06 0.00038506128822749305 -0.00017629272500506286 -0.0004095933076994128 0.00068160702395937255 0.00028024480745499574 4.3398343885978003e-05 -8.1680858546040634e-05 0.00042308793100537012 -0.0001710870696243466 0.00073989967503496101 -4.5031584319431256e-05 -0.0001859061088226454 0.00052510521092972507 0.000979397974403646
leaf_count=199094 10627 7846 1988 2621 451 2699 15757 104 13210 279 28037 18157 9625 93 113 3740 461 1144 2951 121 2502 8379 12678 325 1024 201 2618 14301 725 60
internal_value=0 0.0385125 0.0872486 0.0544318 -0.0602701 -0.0120801 -0.00200938 -0.0720049 -0.0336166 0.174138 -0.0376893 -0.0131833 0.00761688 -0.0757547 -0.095385 0.0393379 -0.205749 -0.279776 -0.307483 -0.0769663 0.0287453 0.102709 0.000367556 -0.0685494 0.0353094 0.433407 -0.0579131 -0.132233 0.073037 -0.179602
internal_count=361931 23533 12906 10918 3072 338398 215156 16062 123242 2978 120264 68729 51666 51535 17063 3853 5794 4309 4216 1265 42041 10881 31160 13003 1485 305 45741 17704 3343 14361
shrinkage=0.000980392


Tree=5862
num_leaves=31
num_cat=0
split_feature=557 71 288 960 1464 1257 414 385 986 212 296 147 49 996 839 8 86 779 1138 699 1179 1243 1469 1328 289 498 213 898 1322 146
split_gain=7.6111 11.3625 17.1021 15.1974 16.4167 20.8495 15.0123 14.4628 14.1997 14.6024 16.0417 14.0133 21.2163 16.8893 15.372 15.9315 15.0083 13.6913 13.3927 13.1912 13.1432 13.1086 13.0358 13.029 12.9685 12.7225 12.6483 12.5715 13.8141 16.2471
threshold=-0.89608261094484942 1.15529603539241 1.0977970934537717 -0.35597473320664691 0.57342277143985942 -1.1298091112818602 1.5944315757021157 1.0000000180025095e-35 -0.35098894327060576 0.30213038153852995 -0.48867623134661042 -0.085140156808808973 1.0000000180025095e-35 1.0000000180025095e-35 -0.59078414451926153 -0.92953206546514433 -1.4160518716200532 1.5471586052588724 -0.97354974662006588 -0.43721467399270281 0.55582200743559584 -0.1609975634422067 0.18829243417506566 -0.70095131711649283 0.95115401298857594 -1.1771658061996872 -0.5627797638917148 -0.015687834310762708 -0.45379663061293468 -0.084759300874066676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 25 7 8 9 17 -11 16 13 14 -13 -16 24 -3 21 23 -7 -14 -9 -15 -5 -6 -27 28 29 -24
right_child=-2 2 -4 11 5 20 -8 22 -10 10 -12 12 18 19 15 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0022685272873894271 7.1048544409198604e-05 0.051673598398151166 -0.017968572193004396 0.035029604739351385 -0.040136646685042632 -0.035293082900496216 -0.025046540445468231 0.016670694982153796 0.011726144173690806 0.040433985491363345 -0.025609650451218369 -0.050536921852063557 -0.042617802214813691 -0.006667245786785736 0.063695105843401434 -0.014102494240422467 0.00013961460055273548 -0.023276673878804777 -0.033198178938419511 -0.0010095708126780507 0.011781379287144967 0.094236927650579033 -0.013924168408302032 0.070966572218044463 -0.045133984601099554 0.10750198857905241 0.019978764268092777 -0.04787840543526023 -0.022474468661508699 0.08950121671970078
leaf_count=50434 304116 470 624 313 36 311 175 651 726 97 114 205 24 49 51 190 1556 47 727 171 126 21 61 99 41 26 61 172 191 46
internal_value=0 -0.0310144 0.0636127 0.100309 0.22315 -0.158103 0.308378 0.3533 0.506729 0.724978 0.19083 -0.0217182 -0.222286 0.0817967 -0.299193 0.0851249 0.115655 0.931059 -0.559758 0.489415 -0.422551 0.751784 0.112346 0.982085 0.556193 0.696012 1.08499 -0.275101 0.0580596 0.790625
internal_count=361931 57815 7381 6757 3310 560 2750 2575 1454 728 211 3447 1537 765 446 241 1910 517 772 319 437 45 1121 148 354 123 87 470 298 107
shrinkage=0.05


Tree=5863
num_leaves=31
num_cat=0
split_feature=276 1389 1313 1025 1251 495 1246 562 829 768 431 1275 150 12 1177 1397 836 1339 150 638 1322 1187 484 976 1037 700 359 566 569 704
split_gain=7.51852 12.827 14.3055 13.7324 13.5705 13.2693 13.0689 16.5147 16.5126 13.0179 12.3118 14.829 15.7112 12.4276 16.7215 12.2867 17.332 15.4851 16.8733 13.3483 14.8428 14.265 14.1751 13.2358 13.9046 15.323 13.3451 13.9394 13.0515 13.3108
threshold=-0.98795118372329749 -0.74098748394806024 -1.7899561603914393 2.9844287549711388 0.48404947619034527 1.7134663727682293 0.69111796535563996 0.42442894677252385 0.84693249971961126 -0.71883320023090691 0.23188878364877538 2.1364247589846648 -1.3397551905170724 -0.64709930112838043 2.550307742170618 0.35662384393880014 0.13242381015292806 -0.71691967877658869 0.78339928523380487 0.39103640159313968 0.71572729335100538 0.19382248553467438 -0.56557694782138712 -0.19190450384300078 1.1106697306871118 -1.1769266941984153 -1.4296342226540422 0.99588418100243192 0.36478353148656845 2.3619500551345376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 -6 8 9 -5 -8 11 15 -13 14 -12 23 19 -18 -19 22 -21 -22 -17 26 -25 -26 -3 28 29 -28
right_child=-2 3 -4 6 5 -7 7 -9 -10 -11 13 12 -14 -15 -16 16 17 18 -20 20 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.018120210076725273 7.0715914406319059e-05 0.0227607658518038 0.0022323081859956001 -0.018475707160485372 -0.0064006896312369917 -0.030119362299214671 0.019824233805965468 -0.017026124498810753 0.054403372121189425 0.1430705735672789 -0.0021595397755298788 0.047785588379979579 -0.020739233709671859 -0.010362222979372422 0.041396887098522267 0.0026301236590765683 -0.023302423884942743 0.0050673811310187064 -0.029374008568702283 -0.010126009476537485 0.037867803290853611 -0.022485244832452983 0.020347320763555506 -0.0099353420196816485 0.052193902714777175 0.0013045739213561802 -0.0091312557698030854 0.013940923663090538 0.0072385337455209619 0.048601696499312091
leaf_count=713 310277 431 14123 182 9556 484 24 58 73 34 3945 54 846 4658 154 1046 556 1970 247 953 206 90 2020 3942 84 569 2486 797 1303 50
internal_value=0 -0.031524 0.0294677 -0.057975 -0.0626214 -0.149742 0.474953 1.29504 0.142493 2.02531 -0.0342887 0.00199038 -0.322998 -0.11609 -0.00912821 0.0178669 0.0974313 -0.0541701 0.0287755 0.198058 -0.0307876 0.434877 0.283475 -0.0384894 -0.138541 0.180321 0.0439854 0.00707618 -0.0565025 -0.155678
internal_count=361931 51654 14836 36818 36447 10040 371 116 255 58 26407 17650 900 8757 4099 16750 7088 2773 2217 4315 1249 296 3066 9662 4595 653 5067 4636 3839 2536
shrinkage=0.05


Tree=5864
num_leaves=31
num_cat=0
split_feature=890 407 1166 553 795 758 706 566 695 702 424 1253 649 710 920 564 652 54 1051 576 499 636 1329 423 208 776 421 12 115 981
split_gain=12.6167 17.8973 17.9741 17.7716 16.6663 19.7238 21.7908 18.0801 20.3833 17.2116 16.9702 16.7826 16.4552 16.9467 16.3855 18.1476 18.0971 15.8444 15.6757 20.4635 17.0042 17.4405 15.4076 15.2198 14.9584 14.9272 15.1845 14.9003 14.8552 14.6336
threshold=-1.0182342416987082 -1.2965003005540392 -1.2508507625752519 -0.91114433608537004 -0.29258408639884992 -0.1354147541679151 1.6846785363603172 1.6668163271194893 2.4417758854593621 0.83871633330822193 -0.95646680837346376 2.4902107121407586 0.85789485202400184 0.18737529088064955 -0.83967173534858641 -0.4811775615237513 -0.98896428961744431 2.0367191565872536 2.3864150127511103 1.0000000180025095e-35 -0.88843847530430475 0.22464509144046027 1.5913166995842298 1.7973365787639433 -0.73710932676022323 0.95419223548755794 -1.1722189437546231 0.38587556579977561 1.0000000180025095e-35 2.0228832419914675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 14 -9 11 12 18 13 25 15 -4 -16 -18 22 20 -20 -22 29 -24 -13 27 -27 -11 -8 -6
right_child=1 2 4 -5 9 6 28 8 -10 10 -12 24 -14 -15 16 -17 17 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.5652010535679923e-05 -5.6298460495618487e-05 0.00012706686463711102 -7.4650223524268361e-05 -0.00010344908731344402 8.9695313519809727e-06 -2.624808827243734e-05 3.2378102668416534e-05 0.00022464279360992555 -0.00070538840824192512 -9.1549755610795979e-05 -7.0275313999048985e-05 -0.00084684771059878486 0.00051439596240217397 -0.00027444316635614265 0.00013466681901733163 0.00025540243513077479 2.8844977936268769e-05 -0.0001348657452322705 -0.00035231289791158924 2.9217302932528002e-05 0.00087060201152768663 0.00015528052452226421 -9.0912014825137591e-05 -0.00079803719174963682 -0.00014800942162991607 -0.00078041165587932704 0.00097985079445127255 0.00020505452615948185 0.00029028417912658686 0.00015429887455000759
leaf_count=96477 36838 2338 1044 16179 67208 35972 2866 3721 100 1566 29460 190 349 729 7035 3194 37675 3285 118 1341 417 285 5050 217 1084 29 140 1653 2074 3297
internal_value=0 -0.00187431 0.00472245 -0.0736418 0.00997647 0.0318637 -0.00733973 0.0586223 0.202004 -0.00863563 -0.0514386 0.00955096 0.075717 0.0352381 0.047338 0.178669 0.0352942 0.0166087 0.0136337 0.205099 0.485735 0.611546 0.00827618 -0.116088 -0.255355 0.0999778 0.724211 0.0652725 0.139673 0.0166101
internal_count=361931 265454 228616 18517 210099 96966 40912 56054 3821 113133 33926 79207 4466 4117 52233 4238 47995 40960 77933 2161 820 702 75772 5267 1274 3388 169 3219 4940 70505
shrinkage=0.000980392


Tree=5865
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 625 206 816 904 1454 697 618 1172 968 572 705 358 1112 777 1235 280 430 1462 460 102 632 982 416 1185 148 833 1406
split_gain=7.58211 17.1382 15.0185 12.9354 13.7515 13.5924 17.1936 16.4005 16.9431 19.0916 21.5279 16.2978 15.6545 15.12 15.0344 16.6955 15.7063 15.3452 14.2614 13.9511 13.7353 15.9198 15.2562 14.5507 15.6689 13.9638 15.7551 17.5844 15.9181 14.7511
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.7319634811773124 0.10854734346751431 1.0000000180025095e-35 1.1326407961883123 0.40055145564584022 -0.82065163494815363 -1.0763699406111171 0.14074308983328196 1.1535451889171984 -0.8116707539957696 1.2541308126091653 0.31950816821059497 -0.48465016285091944 -0.96640507995829539 -0.94625487755706195 -0.8547825077063862 -0.70401863606236714 1.1061400540281336 2.9042679731054211 1.0000000180025095e-35 2.279716963366909 -1.0224811690762989 0.92498559351530296 0.70698235142767374 -1.0166749494715968 2.0370367959226963 0.60858234265061284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 20 7 8 13 10 -10 -9 -13 18 -11 17 -17 -16 -7 -18 21 22 -3 24 -22 -24 27 -27 29 -28
right_child=-2 3 -4 4 -6 6 -8 11 9 14 -12 12 -14 -15 15 16 19 -19 -20 -21 23 -23 25 -25 -26 26 28 -29 -30 -31
leaf_value=0.0035272145936236969 0.00032005108967058879 -0.0053257841511509113 -0.0031475470240933476 -0.012038725693060089 0.0011570339058572835 0.016239309363111406 -0.0049273586237496081 -0.0029467645498330564 0.0011327651620311597 0.0011291856961385697 -0.017459607793955677 -0.018324361332799549 0.01473325735612694 0.017296470565727969 -0.025485199322780656 0.053447472805807111 -0.0044969543780791514 0.0024543821616040498 0.002572323325204318 0.011588632536594841 -0.01253952610718902 -0.036793441639451252 -0.0012734064283601697 -0.038360669297230879 0.010017354237510087 0.031652091908124257 0.019421351018554946 -0.00056183280759846787 -0.06209394377097182 0.066128666694380764
leaf_count=4504 197825 13950 70184 3265 2432 1219 5371 9831 2699 12738 1578 205 1131 1816 438 106 794 1653 4501 4769 565 411 14268 118 2824 266 359 1988 25 98
internal_value=0 -0.016108 -0.0497668 0.00401063 -0.120247 0.0105825 0.033675 0.04742 0.07339 0.0447104 -0.111216 -0.026271 0.197157 0.166621 0.0699768 0.146047 0.204687 -0.0318097 0.110055 0.189591 -0.0285414 -0.0463983 -0.0417273 0.109205 0.135113 0.00623168 0.162358 0.0710339 0.524656 0.618651
internal_count=361931 164106 74688 89418 5697 83721 48849 43478 32311 24775 4277 11167 1336 7536 20498 7760 5669 2091 5720 5563 34872 31365 30954 3507 3389 17004 2736 2254 482 457
shrinkage=0.05


Tree=5866
num_leaves=31
num_cat=0
split_feature=859 789 1470 561 85 1458 89 1071 1251 4 1182 745 281 634 1466 1029 536 353 61 1456 1424 759 976 401 1452 570 1450 1172 1380 1038
split_gain=7.61312 13.3817 13.9975 13.2198 14.9392 14.3051 15.5573 14.0154 16.6595 13.7382 13.6668 13.2104 14.1853 16.4698 13.3133 16.132 16.8719 16.2055 15.2606 21.6814 14.6844 14.5793 15.1168 14.5527 15.0352 18.4654 15.8046 15.4216 14.7106 18.9289
threshold=-0.54135187694831066 1.1248358748350926 -1.3545928909252491 2.3690811865139749 0.68707151996970561 -0.37348028382662091 -0.91118326348498113 -0.32553500826022114 -0.87236963656917677 -0.93300034361780526 -0.90411054493321485 3.386155929364346 0.33854579782507915 -0.61168740600946714 -0.49479407940942638 -0.65139616851932414 1.370997289229714 0.88759127077024746 1.0000000180025095e-35 3.742879312526544 1.0000000180025095e-35 2.9285889881701128 -0.75453703558179697 0.66778437295061321 0.8075782449106812 -0.31664260735698702 1.9280150050707487 0.10426887454543886 0.62059404274989005 0.5574630342284852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 6 9 8 -7 -5 -8 14 -13 -14 15 16 -4 -18 23 -20 21 22 -17 24 28 26 -26 -28 -16 -30
right_child=-2 -3 3 4 -6 7 10 -9 -10 -11 -12 12 13 -15 18 20 17 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0092940467537890453 -0.00053097912914288768 -0.0029691004889929292 -0.0012246538321745912 -0.048564898817017851 -0.029679783744168842 -0.049471492418094065 0.011383922451168045 0.016889254980669881 0.0017088554836781856 0.053746672137275533 -0.03369928614833842 -0.029279019395271239 0.085825419901621583 -0.0055140589640454958 0.00049775454352453863 -0.011529827771393608 -0.016844876272477258 0.0095521851401125096 -0.0012112985813485593 0.024594329924694697 0.0048156830065065395 0.040764933819763934 0.00045470720268388633 0.008593480014980644 0.021668716150139464 0.001574381274546912 -0.042665126243389973 0.019912730072940601 0.0024928680290247909 0.015485618136236445
leaf_count=1566 244749 12559 19281 35 506 147 133 633 491 69 620 449 25 181 22130 1821 2189 367 15898 401 12289 115 8553 6352 1509 1778 106 94 4873 2012
internal_value=0 0.0127906 0.0216001 0.0251968 -0.157879 -0.0690916 -0.342221 0.0941738 -0.19237 0.542626 -0.488716 0.0291132 -0.321469 0.181215 0.0312007 9.41503e-05 -0.0480932 -0.242796 0.0550514 -0.00849446 0.043082 -0.0239401 -0.0334749 0.0786955 0.0575962 0.196059 0.357723 -0.238976 0.0396057 0.132485
internal_count=361931 117182 104623 103057 2634 2128 857 1271 638 104 753 100423 655 206 99768 44615 21837 2556 55153 16299 22778 10489 10374 38854 32502 3487 1709 200 29015 6885
shrinkage=0.05


Tree=5867
num_leaves=31
num_cat=0
split_feature=954 1437 1449 1449 774 282 211 1328 1262 623 776 1308 1181 1037 555 1043 1184 557 332 488 626 1049 414 904 1118 519 705 382 566 575
split_gain=7.55745 9.30436 11.2132 14.4015 10.4745 10.0714 14.6201 14.9219 14.2676 11.5323 11.2406 11.1215 11.0186 13.4446 10.5677 10.1608 12.7017 9.81123 9.54551 9.34928 9.72974 9.31136 9.13077 10.429 9.00474 8.86262 13.9428 16.1157 13.1221 14.5767
threshold=6.099786963134739 3.5253024523165304 0.79506610846124859 1.4881733406667772 -0.42886482595644487 -0.60168185025805598 -0.17069715325075022 0.49948460552883817 -0.2281742602256418 0.55524304070525432 -0.10545814940249872 -1.0499001947836037 -0.62033026423045279 -0.25424494001936088 -0.27188091098815237 0.28632362106523768 0.21649845264964807 -0.56619756756530815 1.0000000180025095e-35 -0.72569426697980133 -0.34965070266696835 0.047415469344140003 0.59905251989599761 -0.2719530892592717 -0.50484950936881445 2.1420547332082829 0.12773391649824176 1.0000000180025095e-35 -0.28905253519750818 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 5 4 -4 12 8 19 9 10 11 -7 13 -3 18 24 -17 -11 -14 -8 -21 -5 -2 -24 -13 -1 -27 28 29 -28
right_child=22 2 3 21 -6 6 7 -9 -10 17 -12 15 14 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00026475596962947283 0.034001509028466478 -0.038248690731339019 0.02847885225500664 -0.040922012084106396 -0.055014514726944796 0.056213467668074002 0.040295829666029868 0.024906884137669713 0.025839638281381118 0.026055078086626556 0.026191449760996372 -0.002229628698211411 -0.042113048802425779 0.047485268060188289 -0.045198698947476613 -0.037609161802659379 0.065197974483653456 -0.055572670160721052 0.019361317562552251 -0.065802825707597754 -0.019927526016876047 0.022342999425093536 0.015530505773538116 -0.064654328632820959 -0.064945019364410425 -0.0010717093665952757 -0.0098459805474767036 0.00040909047783664739 0.011917971658160395 0.008261118717425707
leaf_count=336267 125 50 20 53 196 24 21 94 369 22 177 54 77 56 209 33 26 95 71 79 341 78 50 27 82 10585 880 6028 4255 1487
internal_value=0 -0.00285512 -0.150758 -0.531439 -0.919241 -0.0810296 0.0130509 -0.293275 0.188673 -0.0630637 0.114052 -0.241212 -0.380864 0.284631 -0.575031 -0.438147 0.3124 -0.729219 -0.0883583 -0.483671 -0.574492 0.0364162 0.373098 -0.182783 -0.812695 -0.0018379 0.0398986 0.0882811 0.164881 0.0318708
internal_count=361931 361729 2227 347 216 1880 1417 535 882 513 396 219 463 106 357 195 59 117 148 441 420 131 202 77 136 359502 23235 12650 6622 2367
shrinkage=0.05


Tree=5868
num_leaves=31
num_cat=0
split_feature=785 727 519 728 869 660 783 684 134 1356 417 650 566 645 973 1045 68 213 126 1450 138 219 734 735 1020 901 698 1106 348 846
split_gain=13.3345 11.314 10.5501 17.3773 19.1312 18.4088 17.9607 21.7103 20.143 19.1113 18.4974 17.5357 16.9041 16.6809 16.3667 16.2888 16.8169 16.2264 16.157 19.6214 22.5197 18.9313 18.829 29.6318 20.4531 23.8789 18.4161 18.1903 17.8957 17.5833
threshold=-0.86283290253235112 1.0000000180025095e-35 2.1420547332082829 -0.49008176997875957 1.0000000180025095e-35 -0.72421686037558375 -1.0732212767954836 1.1866119401304767 1.0000000180025095e-35 1.0000000180025095e-35 0.79743367681248667 1.6923072129381651 2.1059719136688364 1.0999280683389623 -0.3520936843062038 1.8750926309184888 0.096287335220077874 2.3588601847192812 0.70880289725806289 -0.68105566923231198 -0.44390300095582519 0.26753349875916671 0.85494804639094091 1.356718709411544 2.1590889378513896 -0.10326561228500124 -0.32450972728885735 0.18025346202045536 0.34215629527422314 0.024525814044542165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 6 8 9 -5 10 -8 13 -6 14 -2 -12 -17 -11 22 21 -21 -20 24 26 -7 27 -24 29 -28 -26
right_child=2 -3 -4 4 12 18 7 -9 -10 17 15 -13 -14 -15 -16 16 -18 -19 19 20 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-1.1422784290299021e-05 3.3072245067478847e-05 7.7184716156014616e-05 3.3806628095171991e-05 0.00026326759304439248 -6.6048715912740008e-05 -6.6595750182218248e-05 -3.9219312281226538e-05 -0.00017190058925519822 -3.5655769765915279e-05 8.7849455862210805e-05 9.6228923238836429e-05 0.00013245206903800255 0.00010403640493093411 9.7104404758510871e-05 -5.4643306114392344e-05 2.4439512586148119e-05 0.0013549501565306168 0.00056450396602994901 2.6129061457700789e-05 -7.8358124697877469e-05 9.4872492786010561e-05 -0.00022735271867322231 -0.00014246037283433428 0.00025897962780461873 1.3562540514149826e-05 -0.00016031437538370686 -4.861160057894988e-05 0.00055452432913728408 0.00015467385313225161 0.00067034679043400324
leaf_count=12551 20388 17008 21518 2915 82198 77751 19420 3880 2080 10099 3662 6225 3066 7761 24809 89 82 322 3266 5090 15725 2905 4561 2154 1292 1126 5273 594 3899 222
internal_value=0 0.0388739 -0.0122022 -0.0161934 -0.0256019 -0.0116758 0.0291784 0.0118677 0.158943 0.0283068 -0.0097375 0.0192145 -0.0589361 0.00539656 -0.0128083 0.130788 0.778409 0.105769 -0.0271772 0.0217008 0.054791 -0.0941179 -0.0428638 0.0304084 -0.0589721 0.115664 -0.0136837 0.249739 0.0441602 0.116116
internal_count=361931 29559 332372 310854 251671 166407 42549 37554 4995 33674 23253 59183 85264 52958 45197 3833 171 10421 123858 26986 20815 6171 96872 15887 80985 3234 13733 2108 9172 1514
shrinkage=0.000980392


Tree=5869
num_leaves=31
num_cat=0
split_feature=21 1467 279 738 772 1348 497 149 555 1388 1055 898 11 305 1124 489 1122 1373 927 868 148 207 223 906 706 151 1184 428 1434 1256
split_gain=7.54405 8.05104 10.8852 7.97824 15.9193 10.8747 16.8566 16.5133 15.1033 13.5939 12.3421 12.6776 11.3423 11.4121 13.1505 11.2263 11.7483 11.2362 10.8669 15.3545 16.2932 15.5591 13.9364 12.6035 12.4051 12.1694 15.022 11.4105 15.503 15.6226
threshold=-3.2545899522946695 0.17313111249397309 0.33465282044491018 1.9295056354574502 0.94391587442470348 0.37878649541024462 -0.12361015614665963 0.64040299023932257 -0.44892272233114283 -0.83912829328704353 -0.15798363767317566 -0.11361122593904184 0.95244851246667694 1.7211342566028816 -0.56097254758974435 -0.22562423596131712 -0.1468917983394121 1.1593483553776331 1.0483613175537825 1.0000000180025095e-35 -0.9089410186533371 0.15451288600451482 2.6502554100062219 1.5945383966970945 -0.29304708127004331 -1.3992032817041775 0.36068699713138014 0.2753532859621286 -0.42195508979895918 -0.084946031863707666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 18 8 7 9 10 -7 -6 -12 13 -10 -15 16 -8 -17 22 27 21 24 23 -5 -21 26 -25 -20 29 -29
right_child=3 2 -4 4 5 6 15 -9 12 -11 11 -13 -14 14 -16 17 -18 -19 19 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.019097189460252819 -2.5876527587095103e-05 0.0023910767255172992 -0.084493354431010748 -0.0042462438534875595 -0.0507329787948477 -0.023784027897751133 -0.014926446909353262 -0.031846290117007008 -0.008196861105681302 0.042399916253725939 0.0045670536421045758 -0.04606579916917241 -0.036490492403369046 0.10441768160930427 0.0054207666292701365 -0.042708512878015498 0.062451073710097629 0.045986968707957265 0.028289000613708731 0.014673796397932388 -0.016679266721304504 -0.039732215037581092 0.02949180256116651 0.09765366355251312 0.090910595248833728 0.0069876391366768932 -0.038486400638584842 -0.066536494831449092 0.016666671601999153 2.1791161275228369e-05
leaf_count=566 342975 120 30 11787 390 74 93 100 1299 246 215 182 224 21 70 238 38 22 493 68 619 46 222 65 40 981 28 78 456 145
internal_value=0 0.248599 -0.256991 -0.00298422 -0.0553419 -0.219915 0.0300206 0.375699 -0.309595 0.618588 -0.642457 -0.30633 -0.182516 -0.102314 0.719395 -0.350605 0.220255 -0.673122 -0.0205393 0.139473 -0.139856 0.522333 -0.0501407 -0.0613884 0.933308 0.220055 1.25214 0.292948 0.112021 -0.391983
internal_count=361931 716 150 361215 18240 3212 811 420 2401 320 787 397 1614 1390 91 391 131 260 15028 1945 773 154 13083 12861 108 1074 93 1172 679 223
shrinkage=0.05


Tree=5870
num_leaves=31
num_cat=0
split_feature=785 885 1457 81 1107 1002 332 464 988 1065 568 1461 903 983 1045 1383 444 1325 1242 1382 489 24 87 1105 284 914 718 930 545 1218
split_gain=15.5811 12.5974 16.5058 16.0481 16.1337 17.2997 18.7109 26.536 21.0344 20.1412 19.1864 18.2909 16.7559 16.558 16.3261 15.9115 16.2964 15.9053 17.5926 17.1003 15.8693 17.2383 17.1869 21.4726 16.7695 18.6135 15.6907 25.8138 22.6501 20.8106
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 -1.1720793062237382 -1.3056775892169139 0.69854289147193727 1.0000000180025095e-35 1.0000000180025095e-35 -1.3820670939764912 1.0518754624258557 -1.1525449550552225 5.4281164756817288 2.7936385399120955 -0.30518366188602924 1.0070162970853074 1.9172814358360368 1.0617732612454149 -0.1655977563054756 -0.86273403807903126 -1.4119668126558766 1.8891315002179339 1.0000000180025095e-35 0.93381287819237679 -0.39048405055145347 1.7586718559064567 0.33143667480277078 1.0159173274103563 1.0000000180025095e-35 0.19184757456879287 3.9048232315577729
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 -3 13 6 7 -6 -8 17 -11 15 -12 14 -5 16 -7 19 -19 -10 21 22 23 -20 25 -24 29 28 -28 -2
right_child=1 2 -4 4 5 11 8 -9 9 10 12 -13 -14 -15 -16 -17 -18 18 20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.9705104173905694e-05 -3.7483128571548787e-05 -0.00017594762220630091 0.00040749215940889648 -9.5169721499669102e-05 -8.7538361079700673e-05 -5.4731689596997921e-05 -0.00054255906215509365 4.2707842030943401e-05 -0.000401232246312237 0.00051219406704763946 -7.9928636434041113e-05 0.0010557358964831372 -0.0010512599316948922 -0.00033804613094270188 0.00053921965976103689 0.00027863871592551516 -0.00030298369759223218 -6.5259234545037275e-05 -0.00015438449101479515 3.864618636754059e-05 0.00043571321643110389 0.00018006836475243968 3.0937654112916852e-05 0.00010523609838558423 0.0016949585377432899 0.00069104658846918404 3.6195307137699557e-06 -3.7695802370191912e-05 0.00015305208733803105 0.00027899162041659199
leaf_count=29559 186392 3422 426 1737 20972 10048 334 16423 532 219 4223 56 82 2120 322 521 1279 2160 2285 15925 699 9341 562 3433 29 281 13261 25663 8716 909
internal_value=0 -0.0146646 0.00656729 0.00441229 0.0090981 0.0144406 0.0272785 -0.015519 0.0562883 0.0601292 -0.0681458 -0.0621368 -0.0983262 -0.15717 -0.0011031 -0.0684929 -0.0864481 0.0777201 0.118879 0.0284899 0.14107 0.127369 0.0435592 0.0017216 0.323395 0.260903 -0.0251214 0.012704 0.0719929 -0.0360328
internal_count=361931 332372 97431 97005 93583 89404 77500 37395 40105 39771 4524 11904 4305 4179 2059 11848 11327 35247 18790 16457 16630 15931 6590 5718 872 843 234941 47640 21977 187301
shrinkage=0.000980392


Tree=5871
num_leaves=31
num_cat=0
split_feature=785 120 404 608 45 692 1257 1042 1039 432 1422 1113 954 1466 1466 1463 21 224 1453 496 613 1469 488 1456 1047 1467 650 1173 1090 814
split_gain=13.3563 12.274 15.8406 18.6972 15.8629 14.2018 16.243 16.1736 15.6601 15.5193 15.2221 15.1891 14.0179 13.8244 19.9996 25.0804 28.1195 15.8921 19.3252 15.7111 17.4374 17.8186 20.3709 16.6169 21.5808 16.1501 19.4991 15.4653 17.2075 17.1446
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76881834321921005 1.6529830500154947 1.0000000180025095e-35 0.61106144195139356 1.768751683664193 -1.1360915227159818 0.98689883576939985 -0.50924962834980281 2.2143962547191078 0.18801796532672441 3.5442616861027205 0.37829601484295772 0.33394102906587103 0.26178017910560175 0.81122649975724037 -0.77593794687092166 0.29725656340556916 -0.52318489920737588 1.3156155531097407 -1.0706168552173836 2.0392715530565324 0.48268798061829216 -0.52811986057289351 0.80406431616723528 1.0000000180025095e-35 -1.2721901571064003 1.0111579468260208 1.0187812850078712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 12 5 -5 7 9 -4 -8 10 -7 -12 -3 14 19 17 -17 18 -16 25 -21 23 27 -22 -25 26 -2 28 -23 -29
right_child=1 2 3 4 -6 6 8 -9 -10 -11 11 -13 -14 -15 15 16 -18 -19 -20 20 21 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=3.585994136199434e-05 -2.5926254169604243e-05 -2.0303041688344537e-05 -0.00032728537705550701 0.00041348218563596792 -0.00043868886108416942 -0.00012107982937410585 0.00087798021058283751 -4.6002573320302282e-05 -0.00093354642857635263 -0.00037072450279848526 -5.6892571592923468e-05 0.0025106985569653224 -0.00051311865415196124 3.050271123851749e-05 -0.00029494354296325545 0.00025753696394766512 -0.00073643596356549662 -0.00053416858535451422 0.00088900232767940332 -6.3306230636345813e-06 0.00018137765202526758 0.00044836911267266504 0.00055103387868196208 -8.7738156584554763e-05 0.0010845832662686446 7.0081601619262961e-05 -0.00013922489996734882 -4.4409147292372033e-05 -0.0007790536143505878 0.00025677783427208579
leaf_count=29559 22834 104404 1754 580 146 2004 141 15469 46 3314 34 25 325 45915 331 707 208 1361 82 99831 1080 720 403 106 197 5503 16399 7112 83 1258
internal_value=0 -0.014461 -0.0345158 -0.100283 0.259286 -0.117102 -0.233239 -0.0756994 0.514363 -0.26123 -0.0838091 1.20662 -0.0223792 -0.00367618 -0.0144443 -0.221327 0.0714762 -0.407678 0.00477815 -0.0110139 0.00304404 0.0923343 0.052826 0.320488 0.740835 -0.0513297 -0.0696777 0.029085 0.348619 -0.000978121
internal_count=361931 332372 128242 23513 726 22787 5564 17223 187 5377 2063 59 104729 204130 158215 2689 915 1774 413 155526 110790 10959 9576 1383 303 44736 39233 9173 803 8370
shrinkage=0.000980392


Tree=5872
num_leaves=31
num_cat=0
split_feature=785 727 930 192 513 582 911 382 789 583 632 150 657 1028 1152 158 353 972 896 633 628 583 912 528 766 1021 513 695 568 1119
split_gain=7.59381 8.94451 22.6512 20.1949 19.2557 34.4866 26.9664 21.2048 21.5702 24.3519 19.7935 19.7231 18.7079 17.7802 16.8515 16.7546 16.5299 18.6766 16.3753 16.166 15.995 15.6695 18.3771 17.1043 17.0146 15.6463 15.4668 20.0684 15.2293 15.1793
threshold=-0.86283290253235112 -1.1275738623161491 1.0000000180025095e-35 2.0337458187704693 1.0454229551509682 1.0844420916666788 0.77693903076620996 1.0000000180025095e-35 1.1248358748350926 -0.55326332990463356 -0.69847346293679424 -0.027320107697672739 -0.80522708219444705 1.0000000180025095e-35 1.0000000180025095e-35 0.53757118287458938 1.829015768235809 -0.9523427734476021 0.42670496010513392 1.8691877217889983 0.18844368181192978 -0.55326332990463356 0.36553802114888323 1.3633726830512116 -0.33124193418188602 1.0137768089431767 1.0454229551509682 1.1396392438336416 -0.97782585943965905 1.906688641023788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 25 12 7 18 8 9 -6 -8 -11 16 21 19 -10 -3 -18 -7 29 -16 24 23 -23 -2 26 27 -4 -5 -9
right_child=1 4 3 28 5 6 10 14 15 11 -12 -13 -14 -15 20 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016263328098436213 0.013080308821847093 -0.004555447655000551 -0.0012921777795490271 0.021622702130399768 -0.0019528705222121704 0.018746449791391805 0.023721830843397049 -0.002587269275857593 -0.013159238389788677 0.0039587727391425971 -0.010907457578628864 0.015048577312239839 -0.00061001925360973483 0.0068935939834896117 -0.0039391817247374609 0.009142116026141324 -0.023845046477798972 0.011012475982078185 0.004505836424559523 0.015206582575173742 -0.019124883393787314 -0.00220973707658443 -0.018050088712758337 0.016496684794448938 -0.0004074479574237178 0.0055701833040678059 -0.0088022254018769938 0.016779435711803143 -0.026750120610790479 0.017429893412980211
leaf_count=29559 2224 37742 22481 90 4023 2723 225 9576 1601 4953 1001 3305 200044 10668 2557 570 384 1689 1459 658 1480 8367 1192 632 2918 4711 3307 775 595 422
internal_value=0 -0.00613099 0.0201092 -0.0215543 -0.0121833 0.0357956 0.193427 0.00486044 0.0660778 0.101953 -0.0856303 0.171989 -0.0209528 0.071614 -0.05373 -0.141887 -0.0761946 0.13324 0.276716 -0.00971962 -0.180484 0.0147649 -0.0454161 -0.00903609 0.117251 -0.0124431 -0.0346125 -0.011987 -0.401391 -0.0326913
internal_count=361931 332372 57960 31959 274412 34553 5408 29145 14452 12281 1226 8258 239859 26001 14693 2171 39815 2073 4182 10656 4037 15333 10191 8999 5142 31274 26563 23256 685 9998
shrinkage=0.05


Tree=5873
num_leaves=31
num_cat=0
split_feature=526 3 1333 1180 834 1389 362 1457 561 155 972 768 1392 1319 427 156 572 420 210 1327 903 902 976 1314 1085 141 423 768 1175 1453
split_gain=7.58426 11.9608 11.7667 14.7511 16.5728 14.0612 12.8156 16.3992 13.2067 13.0322 12.0818 11.8765 11.6253 14.5896 10.7758 12.4407 15.0213 14.7331 14.3549 13.7924 14.6607 12.7455 13.5325 12.3272 11.8552 13.8628 11.975 11.1527 11.0015 10.8429
threshold=2.3757057381457001 -0.88398020272593125 -0.70033788506809547 0.27535893578261711 1.3765839752381315 -1.2424249717931459 0.36815961304391126 0.75347126116278729 0.21068066121859358 0.93395849435596723 -0.0050519648559150723 -0.48714248124951459 1.9853337278508907 -1.6572222220792967 0.93317061970521731 1.1439766966656075 1.0215182149005886 0.24664768412270577 -0.2627295229060852 -0.33075484908922431 0.59768486820194155 0.78217588337550403 -0.39731003130319625 -0.85341114727281597 0.65345832377966362 -1.6834041478184694 -0.99230071060016856 -0.42722246771984412 -0.75071793765548078 -0.20662850366848182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 10 -2 12 8 -8 -9 11 -5 13 -4 29 16 17 18 21 -20 -21 22 -16 -18 -19 26 -26 -27 -25 -3
right_child=1 14 6 4 -6 -7 7 9 -10 -11 -12 -13 -14 -15 15 -17 23 24 19 20 -22 -23 -24 28 25 27 -28 -29 -30 -31
leaf_value=-4.0683576166849457e-05 0.076382744134131639 -0.013135443668076835 0.049557391915035977 0.071909797573504561 -0.03208889951715467 -0.0089212727350155441 0.020904618638353925 0.099188969290978535 -0.029358839761621278 -0.012458689046226665 0.1079435585320907 -0.01464539645942998 0.043932398585639451 -0.011275517392609947 0.062156051761412923 -0.04247083857337592 0.14521705739018428 -0.029054942121634959 -0.045397766208819551 0.049052243106447707 -0.052423053228722594 0.11478713412105718 -0.016554795974668222 -0.057496143621709184 -0.02906688406773222 0.049282928212033894 0.11024482011962827 -0.047461512566900024 0.053269691557307632 -0.0017630996242761713
leaf_count=349156 33 4991 96 58 68 373 389 84 285 54 81 80 93 1996 79 128 22 397 87 90 46 29 77 32 20 30 31 67 83 2876
internal_value=0 -0.0746098 0.0735923 0.432672 0.947363 0.0458825 -0.0095699 0.342973 0.137332 1.36562 1.27539 0.756458 -0.12319 -0.171149 -0.131226 0.114963 0.200028 0.0710882 0.42898 -0.045597 0.476857 0.942473 0.609587 1.03599 -0.269872 0.346193 1.41927 -0.276328 0.681694 -0.173661
internal_count=361931 12775 3690 693 287 406 2997 812 674 138 219 138 2185 2092 9085 1218 1090 953 408 223 136 185 156 137 545 148 51 97 115 7867
shrinkage=0.05


Tree=5874
num_leaves=31
num_cat=0
split_feature=1392 566 706 941 875 815 1461 737 213 1193 1184 565 72 1116 2 1382 761 1188 486 687 351 894 208 919 693 1314 1246 704 754 1318
split_gain=7.52401 15.295 16.7063 13.9756 13.3061 30.3287 19.078 13.9469 13.2092 13.6342 13.3278 13.71 13.8624 14.7379 12.9694 13.3356 13.7726 13.0216 14.5364 12.9394 15.1826 17.3996 14.7695 14.7035 14.6988 13.7039 13.3879 13.0405 12.7477 14.7039
threshold=-0.28190275070883963 2.3824772829776841 -1.0271373760236704 3.0707296396180284 1.4769607695451421 2.6552330629716328 2.5032120688259147 6.1622826963741462 -0.067180100926238259 1.2032246070296191 -0.71417306173244077 -0.48628576117259498 -0.15852351733126049 -0.59079760272950199 -1.603155338146699 -0.10831271563707288 -0.66899805134329793 1.5433632084830979 -1.1192677553630264 0.31595933703903267 0.34340877216481835 0.62729360191039407 -0.51153387666443406 0.64140609814175198 1.4620470253067868 1.4126661020978319 1.139146770512186 -0.55426561602176061 -0.28790259491387865 0.98538407666459293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 7 8 19 10 11 -10 13 -13 -4 16 -16 18 -17 23 -21 -22 -23 25 -25 26 -6 -27 29 -20
right_child=1 2 14 -5 5 -7 -8 -9 9 -11 -12 12 -14 -15 15 17 -18 -19 28 20 21 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0011476238504720306 0.00019821402447934289 -0.0076405800132507782 -0.034579626050242833 0.0088431195867118683 -0.0016806907987063102 -0.042237127509693273 0.024245328579533813 0.041715952228850425 -0.012431898817178922 0.015351463346240119 -0.0094436482741206973 0.0062183087324310391 0.0013974339532885414 0.063551721976798176 0.019443021976255262 -0.011945457682514347 -0.0029692217410716565 -0.011433409071217662 0.017333899910394954 0.015945220922096975 0.010342840206949531 0.0081122384964097093 -0.053694384175143654 -0.024109056422420869 0.045256085102617236 0.065559707623282087 0.024125001128141654 0.0084948247244579812 0.031591527568198746 -0.025984475409260861
leaf_count=163155 180461 858 117 1829 2500 167 545 100 437 535 2942 121 322 115 449 215 1236 187 1004 2058 402 73 154 504 36 88 372 127 715 107
internal_value=0 0.00779404 0.1274 -0.014329 -0.0168948 0.0612402 0.0777904 0.0541994 0.0446778 -0.0584855 -0.108648 0.145424 0.367144 0.774134 0.184949 0.202165 0.0559934 0.310399 0.360276 0.113704 0.229397 -0.0986926 -0.612571 0.0130677 -0.355055 0.0802702 0.0306604 0.62988 0.415004 0.270263
internal_count=361931 185349 4888 176582 174753 11598 11431 10886 10786 4472 3937 995 558 236 4030 3913 1685 2228 2041 6314 2687 629 227 3627 540 3087 2872 215 1826 1111
shrinkage=0.05


Tree=5875
num_leaves=31
num_cat=0
split_feature=498 689 635 69 243 1324 1308 1317 770 972 832 358 434 1385 694 415 18 1385 1180 1462 1313 821 633 20 89 151 282 560 1040 974
split_gain=7.50759 13.6065 14.7507 15.2481 11.7206 13.5118 15.2308 11.8117 11.6788 12.6244 13.6281 12.1546 12.8387 11.7932 11.5954 13.0928 12.186 14.3755 11.5134 11.2695 11.2152 12.8955 12.5756 12.8693 11.8677 14.8021 11.9542 11.7533 12.3221 13.9251
threshold=2.3761431599641116 0.86385367930994306 1.996609895293924 -0.61798460276589473 -0.32894031014216935 -0.27211308257746109 0.2948445961749937 1.6166351614255456 2.3129936048701927 2.3710691466949005 1.2634886836564798 -0.32039029507967215 0.27175811913190068 -0.92027663829115225 -0.68214320732035083 0.058589061065681479 -0.45562845450027739 -0.0041429405707554242 0.42036225884621409 0.79865288842650972 -0.5593642007443419 1.1171247575330447 0.75919246708719346 -0.47293182219707913 1.0714001403572626 -0.31511161691979045 1.6919280326447945 -1.1763556430095907 -1.1995131560179588 0.21587308617126436
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 5 6 -3 -6 9 10 13 -12 -13 -5 -2 16 17 -16 -19 -18 21 -15 24 -24 25 26 -22 -27 -29 -30
right_child=1 4 -4 8 7 -7 -8 -9 -10 -11 11 12 -14 20 15 -17 19 18 -20 -21 22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=-0.00018093159239739346 -0.019583413869668498 -0.010688466733786236 0.072020516319276168 -0.012024684227140897 -0.028550812136270587 -0.012635663506594792 0.074507914941254333 0.037726569336373694 0.058704613622248047 0.051331046547582651 -0.051376547804478083 0.022818837641835205 -0.074599103467733643 0.020338158115614614 -0.043324054345903876 -0.019471086371266929 0.029778243314330891 -0.005001555761977171 0.085599318049552883 -0.018542217650597298 0.02784758385458538 0.068930801866856767 0.017631694111497283 -0.031591186897486988 0.047499233039073246 -0.073119955619942945 -0.062858285624958599 0.076133145053664697 0.0073033181353723987 -0.037092979887965304
leaf_count=357046 461 59 36 293 418 189 62 33 53 81 136 87 36 444 128 328 354 71 21 72 456 70 101 187 103 48 21 27 397 113
internal_value=0 0.087912 0.138797 0.12418 -0.206093 0.15409 0.769255 -0.448595 0.22236 0.198598 0.168336 -0.395247 0.092334 0.218086 -0.0783877 0.0694929 0.237287 -0.251121 0.393805 0.437683 0.275664 0.561978 0.17695 -0.249948 0.276782 0.203068 0.487675 -0.038217 0.0325284 -0.0418798
internal_count=361931 4885 4124 4088 761 310 121 451 2653 2600 2519 259 123 2260 1435 974 646 220 92 426 1967 514 1453 288 1165 1062 477 585 537 510
shrinkage=0.05


Tree=5876
num_leaves=31
num_cat=0
split_feature=474 85 1049 1287 942 296 970 1047 705 1172 844 15 1116 1245 768 834 1459 1249 1331 1047 1387 82 84 588 764 254 82 1250 432 631
split_gain=7.48302 8.1309 10.8409 7.42638 8.01548 13.4923 12.3815 15.45 16.3661 15.2979 14.0029 14.5596 18.0923 12.1725 13.7928 11.5742 11.9501 11.4836 11.8654 11.3474 11.0783 11.0403 14.4759 11.1133 13.0808 10.8692 10.6341 13.4203 12.2741 10.2869
threshold=6.2072717066144971 0.32966338153085589 -0.47702160723954029 9.5477570864814094 3.1241105236897999 -1.2177778478475021 -1.0624959880914704 -0.62055919587111241 -1.0629061485923919 0.39606259684818357 0.14346598626347243 1.0817966752659478 -0.34908483068762891 2.0633248713141312 0.16398833243957084 1.1189855323012126 -0.34879759806662525 -0.58247127645786301 -0.15766023577541108 -0.40266647695388197 -0.91570222235191545 0.54998313827894918 0.86984675062906136 -0.31407487021714353 -0.34484105813127913 1.0000000180025095e-35 -0.69424679413797363 -0.1709182449994989 -0.65409211683117208 -0.5832393841042296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 17 -8 9 -9 11 13 -13 14 20 19 -17 18 -7 -12 -10 23 -23 -22 -25 -15 -26 -28 -29 -14
right_child=1 2 -4 -5 5 6 7 8 10 -11 15 12 29 25 -16 16 -18 -19 -20 -21 21 22 -24 24 26 -27 27 28 -30 -31
leaf_value=-0.00015718772812658399 -0.046520032900166756 0.079950697053442529 -0.057697715906431593 -0.067682645915363548 -0.046701399437546802 0.018887775977196944 -0.013504941317498116 -0.060017507152099886 -0.0238539636181507 -0.0015784385572145171 0.050757379760485159 0.029892604280192678 -0.011667057191485402 -0.043178247225146113 0.035364091999561177 -0.066027906785576115 0.01669676632857867 0.039857728845140938 -0.049136432133100635 0.017945131292575904 0.026386731976378603 0.040371794083433339 -0.064310779608676025 -0.04893580911451164 0.048657257648345491 0.0040422576046905004 0.029387999743118433 0.030605529889758006 -0.04362490068133628 -0.073383537064787535
leaf_count=358053 210 25 39 23 68 119 551 81 133 165 134 48 54 99 207 40 47 219 46 658 151 177 20 80 45 136 69 31 118 85
internal_value=0 -0.576603 0.437212 -0.00195022 -0.00186138 0.0992145 0.116069 0.0716677 0.138168 -0.395169 0.192091 0.0606365 -0.518608 0.14029 0.239086 0.398205 -0.370335 0.481869 0.0404621 0.473035 0.109269 0.215611 0.636547 0.041215 -0.173596 -0.303849 0.0466519 -0.151507 -0.531951 -0.943406
internal_count=361931 274 64 361657 361634 3581 3513 3129 2578 246 2332 1453 187 1266 1031 879 87 384 165 792 824 691 197 494 343 235 263 218 149 139
shrinkage=0.05


Tree=5877
num_leaves=31
num_cat=0
split_feature=146 553 219 1257 879 18 572 1237 1315 1448 1107 87 69 277 694 494 707 681 865 699 1394 1314 911 1469 86 1457 759 1246 975 1174
split_gain=7.45187 13.8568 13.5691 12.4683 12.521 13.1612 12.4834 12.1588 13.4971 11.6475 13.4279 13.3579 12.5633 17.6373 16.6152 14.6452 14.2409 13.2958 13.0383 12.851 13.5403 13.9761 13.099 16.4803 11.9716 13.5549 15.3009 15.6985 13.3788 13.7811
threshold=2.0556245044164494 -1.1872622478328605 2.3682005206670032 -0.43358617524089654 1.0000000180025095e-35 -0.90845280648495363 -0.021213125205596903 1.8585590854236169 -1.1404659382800315 -0.46030045903647193 1.1653274969330354 -1.0684554390574157 0.70914752995085795 1.0898482812341324 -0.25671999000933327 0.96451661377884157 -0.60161045168259719 1.0000000180025095e-35 1.0000000180025095e-35 -0.1467183628525037 0.12197875336155749 0.46314781803055344 0.24582227833772682 -0.14610534581980375 -1.1150660109553014 -0.21045860072163367 1.0513589647783039 -1.2224965922621487 1.6243896579161958 -0.13127314989306274
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 -2 6 -6 -5 9 -9 10 11 -3 13 14 19 17 -16 -14 -17 20 -13 -22 23 -21 -11 28 27 -27 -26 -30
right_child=1 2 -4 4 5 -7 -8 8 -10 24 -12 12 15 -15 16 18 -18 -19 -20 22 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00021889254668946403 0.042236334410298421 0.057796155971175538 -0.016499522057889678 0.035769140794058095 0.030594945909679806 -0.050957688684220848 -0.040457425234423382 0.030641345451428464 -0.016306079039708606 0.016335192623408313 -0.019127025430267605 0.014157983339039976 -0.029506438140002467 -0.026602542868853326 -0.0089239419222157026 -0.037096776574543834 0.026330033924141589 0.036781880360271926 0.054280303136437141 0.027951338768609918 0.0023284449742037574 -0.057784289678826983 -0.04589440097042239 -0.03120753752450044 0.00096557985641195344 -0.038613594892019903 0.028210344654580739 0.0076043027655059801 -0.051570999898659209 0.0040794585056574684
leaf_count=348642 189 48 532 163 41 84 47 86 858 1093 483 573 425 258 184 29 584 41 50 99 137 72 155 122 3327 115 424 2794 161 115
internal_value=0 0.049764 0.0353449 0.411562 0.128817 -0.471973 0.467166 0.0498852 -0.221529 0.0681208 -0.0420786 0.0161762 -0.00409673 0.0687595 0.132844 -0.307682 0.374073 -0.469976 0.513168 -0.0335561 0.118986 -0.367047 -0.377477 -0.0554263 0.114036 0.0793927 0.181245 0.122073 -0.0158509 -0.542782
internal_count=361931 13289 12765 524 335 125 210 12233 944 11289 3260 2777 2729 2184 1926 545 768 466 79 1158 782 209 376 221 8029 6936 3333 2909 3603 276
shrinkage=0.05


Tree=5878
num_leaves=31
num_cat=0
split_feature=1431 397 1248 1290 11 627 347 82 1373 1397 137 1455 428 1331 1250 1049 692 291 1327 1110 354 641 776 858 1283 832 769 695 1233 1301
split_gain=7.32371 9.90981 11.7654 11.3067 10.9562 11.7226 13.8336 10.8978 12.2832 12.3865 10.6782 10.0252 13.3924 12.7807 14.4454 15.0215 13.4551 12.9291 11.9553 15.06 15.5373 13.3716 11.8858 11.6145 11.4985 12.4069 11.3132 12.5881 10.8782 10.8213
threshold=1.8641952677858011 2.2339734547264651 1.4966547223343005 1.8124611990991408 1.0005731473658162 0.55781469135339645 0.29007643901249697 1.9324608409644186 0.55446281419859778 -0.51385185975764047 0.86070872683815713 -0.11655890663531634 -1.6429976534010853 -0.31697626203748763 1.4920237658047768 0.75742258841127663 0.58634013570365295 0.56143991669342241 0.32284223223826009 1.2821859917996987 -0.26392222858682313 0.5435318410801816 2.4902400623239851 -0.5046117021686628 -0.58770710193832976 1.5628492222814427 -0.40772762995705608 1.0203199499794919 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -4 -6 -7 8 -5 -10 -3 13 23 24 17 16 -16 18 28 21 -21 -20 -19 -13 25 26 -2 -28 -15 -27
right_child=1 10 4 7 5 6 -8 -9 9 -11 -12 12 -14 14 15 -17 -18 22 19 20 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=4.4208252827605036e-06 -0.0058987751414712802 0.020965420236595457 -0.025239884559129889 -0.046018207449821644 -0.018661830008045107 0.10198650142420261 -0.024456987663848483 0.057008845130120382 -0.050157360900067484 0.050526695524919729 -0.031466959561530693 0.072103414944802463 -0.0078430985812257426 -0.01340474397275513 0.016109734402171508 -0.039919062594315123 0.081543549481607316 0.0044293068281222306 0.0065176235515619144 0.14030670654697724 0.003134341437941922 -0.04111657739642386 0.11021612391063713 -0.018739558277794936 0.0031707995621624201 0.10600242044701187 0.042166926953773498 -0.047718502606825537 -0.046807159542419929 -0.027822194982977874
leaf_count=345176 234 542 916 439 105 38 29 26 59 61 99 73 5406 2253 154 60 54 1013 596 21 41 205 25 71 3540 34 230 40 368 23
internal_value=0 -0.0599789 -0.0739321 -0.0542916 -0.370798 0.282164 1.12104 -0.506509 -0.629704 0.215811 0.27803 -0.0410812 -0.135993 0.0163578 -0.0879968 0.458318 0.725904 -0.133607 -0.225231 0.0632294 1.35759 -0.0470513 0.130122 0.789595 0.123263 0.462779 0.329708 0.663764 -0.329601 1.56221
internal_count=361931 16755 16114 15026 1088 172 67 585 559 120 641 14441 5550 8891 4790 268 208 4522 3484 863 62 801 1038 144 4101 561 504 270 2621 57
shrinkage=0.05


Tree=5879
num_leaves=31
num_cat=0
split_feature=890 407 1166 553 795 758 706 854 797 613 1002 921 927 444 1456 622 635 560 568 425 842 566 695 1106 283 1395 519 1379 774 1199
split_gain=11.4923 17.8794 16.3836 17.7034 16.629 19.9801 21.5956 18.3418 51.1378 22.2907 22.539 23.604 20.1025 22.8668 19.1866 25.5537 18.571 18.467 17.7831 17.2775 17.9161 17.099 20.0055 17.091 16.7472 20.3989 16.407 19.4643 16.3843 16.3296
threshold=-1.0182342416987082 -1.2965003005540392 -1.2508507625752519 -0.91114433608537004 -0.29258408639884992 -0.1354147541679151 1.6846785363603172 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.69854289147193727 1.0000000180025095e-35 1.0483613175537825 1.0617732612454149 0.13944338355182523 1.4458396180299669 0.75617417038194978 0.14538433844100648 1.7170838274791824 0.60220345855859991 -0.9429173351965574 1.6668163271194893 2.4417758854593621 1.5428342503840602 -0.41066699336541324 0.03247274829881288 1.0000000180025095e-35 -0.3184798163412213 0.85454711854505838 1.8260941469436185
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 21 -7 8 26 10 11 16 -12 18 17 -16 -9 -11 28 -18 -21 -4 -23 -13 25 -25 27 -6 -14 -19
right_child=1 2 4 -5 7 6 -8 9 -10 14 12 23 13 -15 15 -17 19 29 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.2366715389416788e-05 -5.4567430455334396e-05 0.00013217137058658032 4.8509413280093408e-05 -9.8354820752074987e-05 -0.00028047690824550917 -2.4897781580241657e-05 0.00013779277194237848 -8.2100262116612056e-05 0.00025045432519529468 5.4878516151099175e-05 -0.00016890266003011053 1.6288948491652546e-05 0.0002529021113712512 -0.00051911586433774581 0.00018646073188486613 -0.0003064375553150432 9.2772108136081644e-05 -9.6165192026556153e-05 0.0009573541365790418 0.00065224803545623855 -0.00018829839538339512 0.00022270252233658449 -0.00070004482605502617 0.00034375709971861198 0.00040942409036373063 -0.00027600482688492289 0.00011473750492393034 1.2029713409216953e-05 -0.00022212323702537458 0.00028259090108753238
leaf_count=96477 36838 2338 52233 16179 2230 35972 4940 30212 4168 15057 9513 20130 976 259 5831 679 6034 8619 97 131 1880 3721 100 465 1046 530 1847 2376 466 587
internal_value=0 -4.08417e-05 0.006561 -0.0684254 0.0115806 0.0334832 -0.00602397 -0.00702959 0.0791556 -0.0166786 -0.0384543 -0.0206256 -0.129082 0.0738562 0.0349294 0.145283 -0.0558195 0.00538967 0.168029 0.0361384 -0.139213 0.0604695 0.200204 0.0369129 0.227246 0.0208873 -0.0514563 -0.127792 0.104843 -0.0732362
internal_count=361931 265454 228616 18517 210099 96966 40912 113133 10621 102512 71739 60428 11311 1798 30773 6510 38257 24263 1539 8045 2011 56054 3821 22171 2041 995 6453 4606 1442 9206
shrinkage=0.000980392


Tree=5880
num_leaves=31
num_cat=0
split_feature=785 885 1457 718 651 485 948 1356 941 608 790 1148 552 1386 1117 499 1384 710 962 558 659 355 1062 840 1465 1023 1188 81 539 1107
split_gain=13.9647 12.2185 16.2982 15.8605 25.2313 30.0698 20.9545 20.0658 25.8064 20.0294 25.693 21.5017 17.762 17.3231 18.7827 20.1487 23.7237 18.6351 16.7514 19.8415 19.3641 18.1037 16.7321 16.6991 16.3207 15.8102 17.4875 15.7641 15.7327 15.7061
threshold=-0.86283290253235112 0.35018306414905159 4.7787224532167558 1.0159173274103563 1.1107569744011787 0.24886241729315503 1.0000000180025095e-35 2.8409731090507102 1.0000000180025095e-35 0.66665475971017707 1.8618223311409718 3.073785392405322 0.13478791901979434 0.37625148072740094 1.0185301172368335 0.3475617514026495 -0.67847817238530383 -0.66907650027014964 0.78457125397875782 -0.72348834783181692 0.62821384419828064 1.6323240847269647 0.40371806048386877 -0.80820337366888206 2.873316917895123 -0.92662490140568188 0.57480663884093319 -1.1720793062237382 1.6593606958601528 -1.3056775892169139
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 27 7 5 -5 12 9 -9 11 25 13 -7 14 15 17 -17 -2 20 -20 24 -21 -12 28 -15 26 -11 -3 -6 -29
right_child=1 2 -4 4 23 6 -8 8 -10 10 22 -13 -14 18 -16 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=3.7828168951594513e-05 7.0598378723919932e-05 -0.00017368815403418847 0.00040566971187581697 -1.5508612456475646e-05 0.00014144227240824833 9.7525860674894187e-05 -1.2956152347163259e-05 -9.4740344467350739e-05 0.00030549158896604821 -7.6092129485995632e-05 0.00024533476004182683 0.00019599143102117314 0.00028929190089403234 -6.0766944051973978e-05 -0.00012018710304926624 3.0899536805851577e-05 -0.00013406722407358123 -2.7455789426795073e-05 -5.9531235312923845e-06 -0.00030083544645744946 -0.00026143912243433467 0.00016299719722446724 -0.00010994503440162627 -0.00020421914148596628 0.00034446842703197668 6.7504576489444389e-06 -0.00045644692594571604 -0.00015133009178958445 -0.00061000916150831335 1.4759350459421693e-05
leaf_count=29559 17494 3422 426 27153 1567 6330 4916 1308 1704 5170 3070 1687 3423 27419 14756 7398 18716 42273 3960 8823 3367 742 800 4065 520 27247 847 4179 186 89404
internal_value=0 -0.0136298 0.00728267 -0.0239314 0.0141112 0.0347483 0.114696 -0.0349033 0.140753 -0.0387767 0.00723593 -0.053862 0.171543 -0.0577609 -0.0394243 -0.0244886 -0.084357 0.0017655 -0.101902 -0.195772 -0.0734924 -0.267443 0.177138 -0.129627 -0.0527045 -0.0139892 -0.133574 0.00514068 0.0691273 0.00978473
internal_count=361931 332372 97431 234941 47640 41822 14669 187301 3012 184289 37134 147155 9753 145468 100637 85881 26114 59767 44831 13525 31306 9565 3870 5818 27939 33264 6017 97005 1753 93583
shrinkage=0.000980392


Tree=5881
num_leaves=31
num_cat=0
split_feature=890 407 1166 553 795 758 706 854 797 613 1002 921 927 444 1456 622 635 560 568 566 695 425 842 1106 283 1395 774 519 1379 425
split_gain=13.4852 20.4138 17.7448 17.7018 17.5525 21.2224 21.4579 20.0156 53.2879 21.8644 22.1614 23.9706 20.207 22.7904 18.9404 25.4773 18.626 18.1165 17.7018 17.2644 20.0016 17.1782 17.5917 17.0273 16.7516 20.1946 16.5331 16.1785 19.3131 16.1063
threshold=-1.0182342416987082 -1.2965003005540392 -1.2508507625752519 -0.91114433608537004 -0.29258408639884992 -0.1354147541679151 1.6846785363603172 -0.87473648844905705 0.63961785378869596 1.0000000180025095e-35 0.69854289147193727 1.0000000180025095e-35 1.0483613175537825 1.0617732612454149 0.13944338355182523 1.4458396180299669 0.75617417038194978 0.14538433844100648 1.7170838274791824 1.6668163271194893 2.4417758854593621 0.60220345855859991 -0.9429173351965574 1.5428342503840602 -0.41066699336541324 0.03247274829881288 0.85454711854505838 1.0000000180025095e-35 -0.3184798163412213 -0.33054460266724361
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 19 -7 8 27 10 11 16 -12 18 17 -16 -9 -11 26 -4 -21 -18 -23 29 25 -25 -14 28 -6 -13
right_child=1 2 4 -5 7 6 -8 9 -10 14 12 23 13 -15 15 -17 21 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.5836707877164946e-05 -5.9025460096163904e-05 0.00012872979593778327 4.9659781989656724e-05 -0.00010158499261384306 -0.00027893192097773348 -2.5593208511889253e-05 0.00013657287299096145 -8.3409624842734412e-05 0.00025710666477911945 5.2979565305769483e-05 -0.00016909595710172361 -7.8669996495444675e-05 0.00025393975663739549 -0.00051776174984710177 0.00018402524799032062 -0.00030777031911094526 9.1431286601900103e-05 -7.2431571706426081e-05 0.00095546382481486293 0.00022445999757892074 -0.00069783040718394138 0.00064480373883123632 -0.00018841588553567044 0.00034090549290078325 0.00040829581881906461 -0.00027555001503884702 -0.00022317655806182359 0.00011399597655120462 1.2403423442623768e-05 5.6730570693656632e-05
leaf_count=96477 36838 2338 52233 16179 2230 35972 4940 30212 4168 15057 9513 6352 976 259 5831 679 6034 9206 97 3721 100 131 1880 465 1046 530 466 1847 2376 13778
internal_value=0 -0.000869892 0.00618717 -0.0717651 0.0114119 0.0338994 -0.00680965 -0.00770407 0.0823136 -0.0177787 -0.0393427 -0.0216696 -0.129186 0.0742671 0.0333034 0.142882 -0.0571248 0.00396703 0.168259 0.061686 0.202019 0.0349518 -0.139859 0.0362987 0.226194 0.0198475 0.105207 -0.0509991 -0.126794 0.0160406
internal_count=361931 265454 228616 18517 210099 96966 40912 113133 10621 102512 71739 60428 11311 1798 30773 6510 38257 24263 1539 56054 3821 8045 2011 22171 2041 995 1442 6453 4606 20130
shrinkage=0.000980392


Tree=5882
num_leaves=31
num_cat=0
split_feature=1022 1154 838 785 1047 1004 21 865 923 1118 651 1071 911 769 730 80 1462 833 291 171 1052 155 1051 1320 756 354 1124 347 968 307
split_gain=11.4308 24.2645 16.3868 17.6352 16.5026 25.1148 17.3764 16.8971 24.8484 16.3773 15.6985 15.6819 19.5199 18.8728 16.5347 15.8326 15.6995 15.8099 15.4184 15.4062 16.6779 15.2551 18.9447 15.1942 19.6925 16.4487 15.8127 15.2054 15.0185 19.8048
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.78378992664579661 -0.86283290253235112 2.0799899567697158 0.59444477453878863 -0.70163543588998201 1.4787886395868426 -0.86449023226567734 -1.8043545647667931 1.1107569744011787 0.69084194168817237 0.66254465332007517 -0.5148328096048389 -0.33215574005720661 -0.61708667256228911 -0.19885837063566666 -1.487715590745351 0.12311014237425184 0.61017908782412567 1.007224997172903 0.46428610301282841 -1.5578678856851831 -0.79028193019853554 1.0000000180025095e-35 0.21301677221256735 -0.97471422018959375 -0.98902420069179231 -0.15560270076010643 -0.55175853936748376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 18 6 -6 -5 9 -9 -8 -11 12 13 16 19 -14 17 -12 -4 20 -15 -16 -23 24 -10 -26 -25 -28 -19 -30
right_child=2 -3 3 4 5 -7 7 8 23 10 11 -13 15 14 21 -17 -18 28 -20 -21 -22 22 -24 26 25 -27 27 -29 29 -31
leaf_value=-6.1659332684538054e-05 4.0111528393422247e-05 -5.5240622815560751e-07 -5.7269551355193887e-06 2.2477113932217036e-05 1.1692152470635392e-05 0.00031638855242623162 0.00048547977555852894 0.00036313272069745864 -0.00040689414201513829 -3.8008016278475502e-05 0.00075071966937199463 -0.0002804536437128859 5.1800191618781483e-05 0.0001533520587254403 -0.00022389328745761527 -0.00035353415862732278 2.2243841678210855e-05 -0.0006587009541550086 0.00015582155151013714 0.00044928324664075976 -0.0003595796455504388 0.0024036922365314644 0.00012923024388726957 0.00054410013153169531 -0.00015738750998607297 0.00039187365574021576 -0.00033684001343508787 6.0685025598033702e-05 -0.00075133708109831549 0.00010610211956223016
leaf_count=81128 44516 90129 5989 35393 5189 1512 361 877 845 69081 71 2651 715 1710 1776 2003 941 713 5965 580 387 20 648 283 723 337 583 6177 208 420
internal_value=0 -0.024527 0.00288372 -0.00911253 -0.0167686 0.0889095 -0.0230066 -0.0390102 0.0444401 -0.0505604 -0.0525092 -0.126964 -0.0857338 -0.0256824 0.0516205 -0.256938 -0.199374 -0.362685 0.0752453 0.159882 0.0702021 -0.105396 0.207105 0.00867309 -0.161848 0.0274966 0.055067 0.0341171 -0.418851 -0.169062
internal_count=361931 171257 190674 146158 134204 6701 127503 92110 9825 82285 81924 12843 10192 7474 5121 2718 2353 1412 11954 2677 2097 2444 668 8948 1905 1060 7043 6760 1341 628
shrinkage=0.000980392


Tree=5883
num_leaves=31
num_cat=0
split_feature=821 1443 407 1053 795 712 566 1030 706 1465 652 920 564 54 854 797 710 638 1002 965 921 1106 768 540 283 779 513 1061 1004 593
split_gain=12.4491 18.7127 16.1932 16.4801 16.1998 20.1256 26.3626 28.9174 21.5355 20.3805 18.9994 18.5367 18.1199 17.2509 16.6127 45.8433 19.1426 31.5794 19.3789 27.1796 20.8744 21.3887 20.0689 16.6522 17.9355 16.5265 16.4072 17.7328 20.4362 17.6087
threshold=-1.0305144854359449 1.593744732512876 -1.2965003005540392 1.3953655741160174 -0.29258408639884992 1.0000000180025095e-35 1.6668163271194893 2.7042904249467168 1.6846785363603172 0.69090217447751956 -0.98896428961744431 -0.83967173534858641 -0.4811775615237513 2.0367191565872536 -0.87473648844905705 0.63961785378869596 1.7745879959826432 1.3835567612599959 0.69854289147193727 1.1499880566851084 1.0000000180025095e-35 1.5428342503840602 0.60340176499048737 0.99026637822014563 -0.37008698426322723 3.2755819793892029 0.5265745529457686 -0.87357009987099121 0.59444477453878863 -0.58017643881618097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 10 25 -9 -7 12 -12 -13 15 26 18 -18 20 -20 -16 -22 -21 -23 -25 -4 27 28 -6 -28
right_child=1 -3 4 -5 14 6 -8 9 -10 -11 11 13 -14 -15 16 -17 17 -19 19 22 21 23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-3.6086556862949991e-05 -3.5495297396351596e-05 -6.2280159933170325e-05 -3.4991307953666031e-05 -0.00024635492595199071 -5.9545765768857958e-05 0.00015039941537901426 0.00022888227784117855 -0.00042249106052331226 0.00013510410961825313 0.00031178870593284757 -9.3940574350701261e-05 3.3299794896364586e-05 0.00027667431609160474 -0.00014036376883463337 -3.9431605831449964e-05 0.00023566418613336741 4.0878520236428905e-05 0.0005085831459369142 -0.00013548398187137808 6.8770152320586327e-05 1.5987528323700402e-05 0.00034720491151805162 0.00085153223691709185 -0.00030445892372139269 0.00031457341790931285 0.00024813178077232978 -0.00028578825698048662 -0.00016895352349968133 0.00074256830192827457 0.00026371085073003233
leaf_count=94827 22537 29663 35109 3313 446 7676 3750 1554 4933 251 822 35918 2561 3201 52816 4193 6499 712 13174 1876 26318 1642 153 473 399 1056 339 4393 184 1143
internal_value=0 -0.00225024 0.00397168 -0.0595603 0.00969191 0.0313748 0.0588362 0.0451047 -0.00782275 -0.294804 0.0534512 0.0343451 0.191003 0.0201778 -0.00858521 0.0734931 -0.0177103 0.0904339 -0.0265778 -0.0997852 -0.0122293 0.0361166 0.134275 0.227011 -0.0192989 -0.0270216 -0.0502895 -0.11652 0.217784 0.144136
internal_count=361931 267104 237441 25850 211591 96831 55733 51983 41098 1805 50178 42502 3383 39119 114760 10698 104062 7211 96851 15203 81648 28832 2029 2514 872 36165 6505 5023 630 1482
shrinkage=0.000980392


Tree=5884
num_leaves=31
num_cat=0
split_feature=677 878 624 1467 1451 1431 1450 287 1464 582 551 893 494 630 651 1071 933 861 635 520 982 545 188 788 1041 553 141 917 779 357
split_gain=7.53808 18.6649 16.3585 17.987 15.7885 17.158 17.3373 14.7598 14.7265 14.3719 14.9947 18.5924 17.4279 16.0758 14.7535 21.4123 23.1825 22.0562 21.5532 22.948 20.3741 19.5253 18.2349 17.1584 16.353 17.1407 16.2242 15.4861 15.1821 18.2976
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.4097550793351623 1.4788072840855835 0.64614069530580831 -0.69841165295377261 3.3746299758982263 -0.70533391482496055 2.6899512766821014 2.1384355827858248 0.70075070563467123 0.49629100533729947 0.72349782978189248 -0.99026107676510355 0.58396494997324677 0.69084194168817237 2.2214874143667376 0.60551395916716055 1.4770767507691036 1.0000000180025095e-35 0.290135958136296 -1.3445792648519526 2.4318152949058121 0.38349571241217301 1.1990767812658856 1.17335144837456 1.0452686131759248 2.2199400859748524 -0.17713965342007318 0.41512643478619693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 8 -7 -5 -6 14 11 12 -11 -13 22 16 17 20 -19 21 23 -20 -2 -16 -18 -26 -22 -28 29 -21
right_child=9 -3 3 4 5 6 -8 -9 -10 10 -12 13 -14 -15 15 -17 24 18 19 28 26 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.012785691983416359 0.0010179157764158605 0.00027684360885055139 -0.0027154164988004818 -0.0084120602027595859 0.015915531265865292 -0.02153724492719078 0.039652538602322748 0.015236590374829221 -0.086031697710313451 -0.012674643736499387 0.0033895218119655403 -0.020993452501657361 0.0017742883811933778 0.0083707207886859428 -0.0052003556296586206 -0.0058850738091572666 -0.011553226380512366 0.00013469690397256628 -0.0085641395903927851 -0.016603691077499216 0.0063609833061878118 0.024346101635365863 0.011255004684246931 0.0029125040226561758 0.01801716101637536 -0.048992893885333386 -0.010056667243107088 0.058881253187516573 0.014601340432554441 0.014811761707683755
leaf_count=6104 132603 89554 69626 897 476 949 69 2631 25 4598 2726 322 1330 1677 12628 9754 3255 3682 343 669 6737 1604 1933 4937 432 62 1248 39 722 299
internal_value=0 -0.0156038 -0.0501268 -0.0419346 0.113691 -0.0987195 -0.319339 0.221735 0.236572 0.0068087 -0.0741498 -0.125236 -0.186099 0.075658 0.0116969 -0.0235362 0.00223596 0.0216621 0.127372 0.242724 -0.0118546 0.404638 0.0239233 -0.0574887 -0.170036 0.211677 0.0826037 -0.15358 0.0606527 -0.118431
internal_count=361931 170331 80777 74673 5047 1519 1018 3528 501 191600 10653 7927 5928 1999 180947 46411 36657 32908 7319 3637 25589 1947 134536 17565 3749 494 8024 1287 1690 968
shrinkage=0.05


Tree=5885
num_leaves=31
num_cat=0
split_feature=785 21 885 1030 1467 638 1463 599 1463 1465 766 707 1179 1259 1451 1218 1242 679 565 907 282 809 1430 926 1450 1050 767 632 1047 257
split_gain=7.48657 8.96471 13.3274 14.4974 14.841 14.139 15.094 13.7518 13.577 16.14 15.0475 19.2321 14.6643 14.0957 13.6132 18.1823 13.8556 13.5289 13.3476 13.8252 15.1756 13.7789 22.8534 17.9426 17.6673 17.5674 16.241 19.5538 16.7368 16.0123
threshold=-0.86283290253235112 -0.70163543588998201 1.0000000180025095e-35 2.7042904249467168 3.2089320700182484 2.3363763065401777 0.27735576329560918 1.0000000180025095e-35 0.20015227757935383 0.10916358337760808 -0.79524627635969092 -0.68860443372149815 2.2537786005941105 0.22779783767111714 -0.090383894447727778 1.0000000180025095e-35 0.080167713433128424 3.2784954193086415 -1.6020886565637265 -0.89587670966412791 -1.4367910896739653 0.66649192610754393 0.54622893720785959 0.42232142293719555 5.9886066514163909 0.83638179632947562 0.18665038116730961 1.5568131825635392 2.9713692614311138 2.5914943815007585
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 18 6 8 -6 -3 10 11 -10 -12 -13 16 -16 -11 -8 -4 -20 -21 22 26 24 -23 29 27 -22 -28 -25
right_child=1 2 3 -5 7 -7 17 -9 9 14 12 13 -14 -15 15 -17 -18 -19 19 20 21 23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.001629275565611716 0.00080454566381598497 -0.0027299747165363927 -0.010006745062415483 -0.0079659656185944016 -0.0015558959336040084 0.0062758405901057945 0.00023380944802134371 0.017153962525170468 -0.04396524232905899 -0.034452027641540893 -0.030449065330864489 0.040739989459406066 0.070564283499862782 -0.02909637483143054 0.051565557465338543 -0.015689862390126357 0.0094014774899622809 0.031295773870201576 0.0027533330819533184 -0.016006654274747931 -0.0023647883590870002 -0.0042913549022780178 0.0046942810495267098 -0.002792185176851703 -0.079580395024557327 0.015960903156019408 0.0015996526819826299 0.0070823121983112861 0.040180139404545692 0.026776156444418293
leaf_count=29559 91008 70128 2699 4905 772 3547 24222 1098 108 219 1136 160 21 73 111 82 211 244 22024 1252 46514 14999 12292 2880 37 958 27056 3274 135 207
internal_value=0 -0.0057972 -0.013073 0.000658147 0.00408517 -0.0360467 -0.0415839 0.193082 -0.0607385 -0.259225 -0.417788 0.0485208 -0.564589 0.442351 0.0452736 0.498231 -0.217284 0.00998323 0.00105197 0.00365577 -0.00703499 -0.00470741 0.00828471 -0.056016 -0.0893723 0.0727788 -0.00790181 -0.0344668 0.036174 -0.010193
internal_count=361931 332372 241364 141102 136197 100262 96715 1870 72249 2121 1498 341 1157 233 623 193 430 24466 134327 131628 109604 108352 89271 19081 15036 4045 76979 49788 27191 3087
shrinkage=0.05


Tree=5886
num_leaves=31
num_cat=0
split_feature=785 728 516 564 789 623 566 723 770 696 720 650 703 921 1059 930 1118 471 924 695 1452 784 776 1452 564 506 294 1344 1310 1403
split_gain=12.1705 11.2129 10.6785 20.6528 17.8891 17.3606 20.1145 18.6038 18.0432 16.4097 16.1663 30.8441 27.2363 26.7225 23.9839 23.9655 21.904 22.2367 20.4056 20.3031 19.3039 19.2138 18.7715 18.2206 17.9396 54.9507 17.784 17.6983 17.1445 17.0009
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.4188032667957222 1.1248358748350926 1.9538269969423816 2.1059719136688364 1.0000000180025095e-35 1.1976726590858044 -1.2773354801455206 -1.0766812576247231 1.253152870847948 -1.4278711406352407 1.0000000180025095e-35 1.0885083440240186 1.0000000180025095e-35 2.1587322811984717 2.2944869526193208 1.8999064755685127 2.737480222402255 0.054107511653421626 -0.90362276233551631 2.6594279389030699 -0.18157124906225561 2.2668915950075288 1.0000000180025095e-35 -0.13924336638917875 -0.89330334548852963 0.39644257689055057 0.68006376130979684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 10 8 -8 -7 11 15 -13 18 22 20 17 -16 24 29 23 -14 -15 26 -12 -26 -4 28 -17 -20
right_child=2 -3 4 -5 -6 9 7 -9 -10 -11 13 12 21 14 16 27 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.6367304961428012e-05 -1.9305132943830724e-05 5.0293773453800499e-05 0.00018072759116726997 -0.00012187407144756642 -5.9676244828746492e-05 -0.00044436144013172788 3.9949718797066566e-05 0.00021195573168723586 -0.00053795883868652935 0.00012142696757288578 -6.2234494221905277e-05 -0.00012292040811447876 -1.8275569897903249e-05 1.1460095705364446e-05 0.0002109754023423797 -0.00038178897940068315 -0.00070675404995852135 -0.00031262368719985441 0.00010348319694337468 -0.0011030996432892365 0.00022561500607757949 0.0003451290142386348 -0.00055674971051241089 -0.00027410775852183903 -0.00012784126686571557 0.00045763467825611339 -0.00010937691010034345 -1.6421878920548434e-05 1.977514380013454e-06 -0.00028409258728536243
leaf_count=3396 127632 26163 2676 12647 23724 330 2841 3640 310 8053 72799 1269 965 37141 5610 1784 141 437 7784 90 3145 3233 411 991 2168 1244 1847 7757 975 728
internal_value=0 0.0364799 -0.0123364 -0.0297716 -0.00151008 0.00712498 0.00137867 0.116514 -0.0129653 0.106283 -0.00468754 0.0482904 0.197685 -0.0158416 0.0298946 0.00489983 0.1581 0.178231 -0.0416948 0.0652671 0.093262 0.276407 0.00697294 0.00905924 -0.054908 0.107962 0.0699287 -0.0686561 -0.238106 0.0760108
internal_count=361931 29559 332372 140279 192093 168369 159986 6791 3151 8383 153195 24642 5467 128553 43740 19175 6188 6047 84813 8602 8659 4198 37552 5514 76211 3412 4523 10516 2759 8512
shrinkage=0.000980392


Tree=5887
num_leaves=31
num_cat=0
split_feature=43 188 1462 907 1107 75 759 337 45 1183 74 386 80 842 1051 1459 885 771 1462 597 365 353 1174 641 1231 16 1084 208 1451 638
split_gain=7.46015 10.522 12.7286 12.6837 15.797 13.7992 14.8381 12.357 12.1573 19.3129 12.4508 14.5315 15.11 13.7946 13.5995 12.0842 16.5693 11.8721 11.7942 11.7422 16.2767 15.6376 15.5645 18.2266 17.6708 16.5385 17.5616 19.0245 16.6973 15.8603
threshold=1.0000000180025095e-35 1.0000000180025095e-35 4.0723155983858552 2.6596371626767215 0.59170131621965427 0.093591235130324704 -0.35937377735146886 3.9914558538718974 2.0672121897419058 -0.42137620575234258 -0.14933270181228522 1.0000000180025095e-35 0.79779418067548935 -0.36583608525377392 -0.31960857250897212 0.097572730827532081 0.35018306414905159 -0.35951121928618951 0.068159099644477417 1.0000000180025095e-35 -0.08080594987703292 -0.48136086545260998 -0.58808031681515915 1.7304017851608171 1.0000000180025095e-35 0.14743512288986299 2.5114855440513213 -0.20039532480817321 -0.45820743490460197 0.85421256943767254
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 8 -5 6 -6 -3 19 15 13 12 17 -11 -15 -10 -17 -12 -8 20 21 -2 -22 25 -25 -24 28 -28 -27 -26
right_child=1 2 -4 4 5 -7 18 -9 9 10 11 -13 -14 14 -16 16 -18 -19 -20 -21 22 -23 23 24 29 26 27 -29 -30 -31
leaf_value=0.00013211962479999824 -0.0047412338987905195 -0.00015437334107711205 0.023723116250417984 0.0035728024652045818 -0.06573461418272615 0.12237267010459851 0.093184810525560824 -0.0442671019847009 -0.030355066054430044 -0.044805867415313325 -0.018215733562281577 0.1007832196879781 -0.059133585849108064 0.075682494556279234 -0.0071088978934158156 -0.018281998350821949 0.092726229296222151 0.070301937467675879 -0.021796516892170562 -0.0065154890808721043 -0.019314095128753435 0.0079613744933458141 -0.013289165378945152 0.0089921433076740331 0.05875422734152979 -0.01661593757305525 0.20611302814662791 -0.0011207266779419414 0.014194105584694939 0.23655141170988708
leaf_count=287154 4111 39339 271 482 30 29 33 115 214 84 38 49 34 46 81 51 20 70 23 18165 1804 4428 2840 344 115 680 23 46 1192 20
internal_value=0 -0.0266085 -0.00110916 -0.0659009 0.342985 1.12392 0.581462 -0.00531175 -0.0734064 0.258726 0.613047 1.02291 0.593843 0.132452 0.593422 -0.249281 0.516753 0.950916 1.15548 -0.0824254 -0.0203637 0.0603372 -0.137568 -0.0483878 0.559148 -0.106471 0.113727 2.08214 0.0686469 1.59276
internal_count=361931 74777 39725 35052 597 115 86 39454 34455 687 402 191 142 211 127 285 71 108 56 33768 15603 8539 7064 5260 479 4781 1941 69 1872 135
shrinkage=0.05


Tree=5888
num_leaves=31
num_cat=0
split_feature=785 727 125 1470 57 602 1311 192 728 507 869 926 909 144 570 21 257 1459 639 1124 838 965 1392 133 1297 703 1193 197 689 1021
split_gain=14.3229 13.9807 13.5514 19.2196 18.1759 20.7443 17.9225 18.176 17.5077 25.1948 23.3605 25.5585 20.5088 19.663 19.0236 18.4169 17.4861 16.6335 18.2608 17.0052 16.4445 16.3217 31.418 16.1716 16.2431 16.061 19.9306 16.0381 16.0325 16.0019
threshold=-0.86283290253235112 1.0000000180025095e-35 0.58518330826110332 -1.3782462404802098 1.0000000180025095e-35 0.66849908449309148 -1.23119566256695 -0.43085510457888271 -0.90320472132347296 1.0941628986121894 1.0000000180025095e-35 1.0000000180025095e-35 0.93175354849552872 1.3470010873789862 -0.53805223014990922 0.62211875780133752 1.0000000180025095e-35 -0.32303709040653633 0.16071034090470215 1.9758072025931708 3.0331629638875794 0.10980254379742337 0.60773030383582738 1.4314949012339819 0.90600868385389699 0.90540639544457469 -0.84798271400373249 1.7525974049969186 1.1511195098725142 1.0137768089431767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 6 -6 -8 9 15 11 16 13 -12 23 21 27 18 -13 -19 -17 22 -2 24 -14 -26 -27 -10 -11 -23
right_child=2 -3 3 4 5 -7 7 -9 10 28 12 17 14 -15 -16 20 -18 19 -20 -21 -22 29 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-1.7924842910675896e-05 1.7147590458511664e-05 8.0274303429371904e-05 -0.00082542377108883844 -1.5818474704061992e-05 -0.00016878610506724549 -7.548637118187235e-05 2.0468839167966809e-05 0.00014480383191452502 -2.2210546616410002e-05 0.00018230187877561546 -4.0313622223213382e-05 -7.5126984954015238e-05 -0.00017547116742118568 -0.00020848662707483753 -0.00024447360155677736 -0.0001253810061023999 3.3967937288100996e-05 -1.0825231016649797e-05 -0.00024669501652707274 -0.00031587597310430066 0.0007740055679018277 -7.227107476704092e-05 0.00026514552341039082 0.00061742155432876773 6.8519042917640293e-05 0.0031711090159586572 0.00063101885923987024 -0.00025303154517885586 -0.00014035257540503707 0.00013162177366013669
leaf_count=12551 15552 17008 143 46157 1377 4390 8913 12100 37232 5425 56051 17876 1753 5804 7837 6723 45203 28393 6208 1557 87 13528 3145 297 376 20 111 2709 917 2488
internal_value=0 0.0377612 -0.0150146 0.0109455 0.012463 0.0553365 0.081764 0.0960395 -0.0242051 0.0160307 -0.034578 -0.0174182 -0.0753977 -0.0561219 -0.18319 -0.00697405 0.00669309 -0.0625641 -0.114362 -0.0232796 -0.114058 0.0166419 0.0647738 0.0088082 -0.0590498 0.332415 1.08644 -0.0341762 0.143411 -0.0401902
internal_count=361931 29559 332372 73080 72937 26780 22390 21013 259292 47865 211427 139178 72249 61855 10394 41523 85144 54034 24084 29950 6810 34713 18697 2557 2260 507 131 39941 6342 16016
shrinkage=0.000980392


Tree=5889
num_leaves=31
num_cat=0
split_feature=728 659 825 487 0 293 638 622 430 1386 1342 321 791 755 1178 744 552 697 547 76 84 560 821 1183 706 831 552 22 1246 776
split_gain=7.54526 11.1933 10.9789 19.9225 15.671 15.7077 14.1848 15.4795 20.3037 14.3584 13.5865 13.036 12.9768 27.8126 21.3964 20.0779 15.9633 15.4595 14.3308 14.1269 15.906 14.3609 13.2937 14.9645 13.0549 14.5914 12.8124 13.5375 12.6219 13.9652
threshold=1.0000000180025095e-35 0.62821384419828064 -1.3782055633747541 1.6304501485392697 1.7233246032830494 0.36609555781965941 -1.0293705131300941 -0.48010179208093867 -0.18727569226796401 -1.0303515936594041 1.89561048538606 4.0736184402116153 1.0000000180025095e-35 1.5226375783121155 -0.6695628931769011 1.3025484894158337 -0.79520568021943616 1.6146804744781753 0.98135085155200674 1.8883967143986136 -2.112594647639924 -1.4162754416227357 1.1171247575330447 -1.0161262432864908 -0.60827409019365963 2.0043517184601991 0.78466296427130489 1.0000000180025095e-35 0.92272607649588823 1.5597067411390191
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 10 -7 9 -9 -8 -6 -1 -4 14 -14 17 -15 19 24 -16 -21 -22 -17 -24 25 26 27 -19 29 -23
right_child=-2 -3 12 -5 5 6 7 8 -10 -11 -12 -13 13 16 15 22 -18 18 -20 20 21 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014627749511103569 -0.0010593376852000721 -0.0015903567718965215 0.00029521796576996147 -0.013140536810567037 0.0074456664767483041 -0.0095860889804641834 -0.0353968051523261 -0.021214005964219088 0.050242542346920195 0.086479350083843609 -0.03651011795357309 -0.058650752027083697 -0.0015529715588013218 0.0052375678399104938 0.0068846665359723978 -0.0010018224138766193 -0.011013577981805026 0.021874240857802672 0.034072613426904395 0.040926445907147557 -0.05805845671414115 0.0055646786833311859 0.036392493673390036 -0.031948901160469674 -0.027853752329244686 0.081492000125273398 -0.054913983410897253 -0.032593170823312707 -0.034484539640996785 -0.034174044381220396
leaf_count=26187 109090 41024 137196 3379 1087 124 24 151 172 108 163 52 8988 1386 23764 2519 3848 182 95 82 118 739 44 376 471 21 82 103 209 147
internal_value=0 0.00412004 0.0108873 -0.0355328 -0.0160657 0.218111 0.577826 0.798617 0.430172 1.44624 0.0547762 -0.0322004 0.0169922 0.051175 0.0693546 0.0972965 -0.131264 0.116733 -0.18281 0.126355 -0.113395 -0.186126 -0.0758598 -0.471398 -0.28214 0.0349956 -0.0965945 0.102553 -0.118466 -0.00991587
internal_count=361931 252841 211817 31447 28068 1829 579 455 323 132 1250 26239 180370 43174 37940 28952 5234 26013 954 25059 1295 1213 2939 420 859 388 367 285 1095 886
shrinkage=0.05


Tree=5890
num_leaves=31
num_cat=0
split_feature=1454 146 17 294 21 1423 1454 1459 1466 1468 1462 1395 1225 8 1450 671 1469 1392 557 1303 848 969 1402 505 11 80 432 972 429 1454
split_gain=7.43606 8.4333 8.18019 7.77525 7.67357 8.14374 11.3507 19.3298 18.8777 16.1107 23.101 17.551 17.0228 17.7326 23.069 18.6245 18.5814 17.4202 16.2507 14.9522 14.8356 15.4723 14.8103 17.0801 14.6964 15.4657 14.6638 14.1223 15.6702 13.9243
threshold=-1.0936914102283182 -0.9607631566683702 1.5492125936641756 -0.61242357133801295 -3.2545899522946695 1.0000000180025095e-35 -0.610586402940409 2.1181754444417895 2.1415518475315092 0.38892790084257617 0.57678471910470575 -0.78214427892831451 1.0000000180025095e-35 0.76326705663486727 -0.3278807016401048 0.66766422009387627 -0.047753057586018631 -1.0752695418885987 0.36383978364930236 1.7160994611581364 0.2415591511861597 0.27783846290727482 -0.70105836439328828 1.0000000180025095e-35 0.15620455322637436 0.70608894018785551 2.5286309853252322 1.3014199419934538 0.216405715617874 -0.91909735138557946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6 7 8 9 -7 12 -12 13 14 15 16 -11 -17 26 -8 21 -10 -16 -24 -20 -26 -14 28 -21 -18
right_child=4 2 -4 -5 5 6 19 -9 20 10 11 -13 18 -15 22 17 29 -19 24 27 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.059414377199929591 0.01271626136178902 -0.039246350370839789 0.056897594779218144 0.055104222872767665 0.00014074313693009381 -0.0013162221459746403 -0.0018740001064568067 0.069374188599065689 0.028428720799845514 0.011725386831195346 0.022547528507976713 -0.031780643682929648 -0.018927846819807869 0.03617442036934828 0.069946775127030042 0.10683550666461852 0.034864390588699598 0.016973899290057177 0.053053149780006276 -0.0011101067995216644 -0.016569935575829968 0.10687271837292947 0.037078562527612081 -0.0097196657666304177 -0.053555901709353197 0.052773704079360474 0.096171781231567541 -0.036044801469999416 -0.023235787189869999 -0.029621355879335481
leaf_count=24 702 270 23 44 286244 17803 48857 55 115 516 140 426 704 496 115 36 53 229 124 2083 75 34 329 204 72 30 22 480 1011 615
internal_value=0 -0.428059 -0.647048 0.511593 -0.00195874 -0.00244308 -0.0275449 0.023938 0.0193011 0.0103854 0.15627 -0.353881 0.23114 0.33204 0.219056 0.0235035 -0.139425 0.580392 -0.0887434 -0.0481766 0.71421 1.08181 0.598209 0.423501 0.499295 -0.264228 -0.307262 -0.231407 -0.162844 -0.452335
internal_count=361931 361 293 68 361570 360868 74624 22193 22138 21914 4111 566 3545 2593 2097 1449 1184 265 952 52431 224 149 648 533 226 102 726 3574 3094 668
shrinkage=0.05


Tree=5891
num_leaves=31
num_cat=0
split_feature=785 728 837 277 287 1411 1252 147 1031 760 774 17 626 1258 973 20 1459 16 294 1327 1328 1052 1249 1242 703 1445 70 977 425 1053
split_gain=11.1869 10.8253 10.1597 14.8319 16.4924 15.5573 14.7239 15.8561 14.6122 15.8104 18.0806 14.9033 14.9554 14.6779 15.6086 14.7364 16.5682 15.5333 15.2651 15.157 16.4171 14.2805 14.0976 16.3428 13.7596 16.076 13.8407 14.4794 19.6238 13.6826
threshold=-0.86283290253235112 -0.90320472132347296 0.64384972645585192 1.383899167819199 0.026716050682278256 -0.5482899261094174 -0.051114163647510792 0.60178488921208084 1.0000000180025095e-35 1.4296148827306066 1.6501678073873189 -1.5329723979681285 -0.90831231270673929 -1.1469751933892245 1.649304844681035 0.95717060439449364 2.3058834128679897 0.91580412524171817 -0.67347908165399151 0.84786283855050171 0.52626012796702404 0.024829794153243417 0.21570499503474838 0.67364116879666447 1.0443608889083851 1.6380901172106308 2.3584358407060981 1.1068713853891803 -0.90858565469452668 2.5135921329580682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 8 5 -5 7 -6 9 24 11 12 -11 14 21 -15 17 19 -19 20 -17 -10 -7 29 25 26 -4 -28 -29 -24
right_child=2 -3 3 4 6 22 -8 -9 13 10 -12 -13 -14 15 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-9.7599656733920797e-05 -3.1943939899688655e-06 4.9946896984026944e-05 4.7215960120781688e-05 -0.00029113928184610748 1.7951828224393281e-05 -7.3320913882489835e-05 -0.00050848939023713947 -0.00062588047750128731 9.562122923283915e-06 0.0019151570273820541 0.00040945338088191628 -0.00025895769587053338 -0.00034841757841985878 -0.00012850267561928988 -0.00030733363168873059 1.8971416916596544e-05 0.0011247853498257516 0.0005370029521041379 -0.00090849669961203785 -0.00040507105049241934 0.00047564885406749507 0.00039834988978489772 0.00039604611193581066 -0.00045109457732473275 -7.1155575528788695e-05 -0.00014123032427598237 0.00054450187244643288 0.0017536948759258426 -0.00084993809122362442 0.002198070482249289
leaf_count=3254 256707 26305 24291 1451 1062 2051 1501 363 1617 28 259 2971 41 20379 692 2081 70 64 311 536 1059 1340 1030 229 8223 3274 562 21 104 55
internal_value=0 0.0368092 -0.00998775 -0.0366937 -0.154955 -0.0471983 -0.312728 -0.131109 -0.025671 0.00132847 -0.171803 -0.234434 0.898902 -0.0776706 0.0907727 -0.102168 0.0620025 0.0291655 -0.576167 0.0860303 0.159635 0.176264 0.0608651 0.319171 0.0146584 0.0394541 0.0571404 0.398295 -0.397154 0.470551
internal_count=361931 29559 332372 75665 7742 4816 2926 1425 67923 39774 3299 3040 69 28149 3649 24500 4121 4051 375 3676 3140 2957 3365 1314 36475 28252 24978 687 125 1085
shrinkage=0.000980392


Tree=5892
num_leaves=31
num_cat=0
split_feature=821 1442 1396 407 1467 21 733 566 1454 21 1469 1452 1469 1458 1458 1458 1457 1463 702 1015 1470 1465 1453 1455 1055 901 1423 862 1449 828
split_gain=11.6377 18.739 19.2745 16.6995 16.5681 16.5602 26.6998 21.8952 21.0235 19.8173 19.2727 25.5397 23.0377 30.3619 32.8056 29.5747 25.3195 25.0232 23.276 21.2576 20.1605 30.6561 18.0001 17.6175 19.0438 17.5224 17.1427 16.8455 26.4203 20.0772
threshold=-1.0305144854359449 -1.2625182715263061 1.2676718974403742 -1.2965003005540392 1.1827435074078039 -0.32341995197817647 2.3938204998800492 2.0449780822036492 -0.91909735138557946 -1.2689586617576902 -1.1374964112163577 -0.12401946641855496 0.45581065817096128 -0.58065270013075276 -0.41932532347212731 -0.6420356832362869 -0.56831092110622283 -0.02432504473031508 -0.0059509761697984238 1.2191568012335126 0.48642614943585799 1.2105468773947827 0.090414289886247015 -0.16881167991387794 -0.69726048215905656 -1.1643130491282212 1.0000000180025095e-35 1.0000000180025095e-35 1.1301281763007487 0.87680097319676331
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 8 9 -5 -10 19 13 15 25 16 20 -14 -17 -12 21 -13 -18 24 -21 -15 -11 28 -7 -29
right_child=1 3 -4 5 -6 27 -8 -9 10 26 11 12 17 14 -16 18 22 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-3.3824252492669168e-05 -3.7109246485298989e-05 -8.7219008376120333e-05 -0.00025590105717099282 -0.00067730820981334644 0.00012878300706938188 -4.8032281976211488e-05 -0.00019409853081883287 0.00024427427787303356 0.00012304350074520887 0.0003699689898168044 8.1775221497327433e-05 -7.9697489712584021e-05 -0.00033346888876316583 0.00034441762784811651 -3.0635510943121634e-05 0.0014110733449954479 -0.00024227696869370393 3.0268475463451826e-05 0.00034610448200802433 0.00019921031684981932 0.00073033804117075916 0.0007811736017221874 0.00021084857246564243 8.4324868066324064e-05 -0.0004729853042240021 -0.00059990226681603382 -0.00019402094482996553 3.5613017117635793e-05 0.00011774508489405601 -4.4099804621360627e-05
leaf_count=94827 37690 20084 3057 146 2318 50934 3600 2465 8444 1854 21821 764 3240 104 10988 121 1338 1603 279 278 356 245 663 969 1111 988 384 65847 4947 20466
internal_value=0 -0.00106652 -0.0531865 0.00626442 -0.0626758 0.0118982 0.0432773 0.0526419 0.0428482 0.252466 0.0335928 0.013388 -0.047607 -0.00814781 -0.0651634 0.168008 0.0935065 -0.201279 0.705038 0.0626036 0.317686 0.151338 -0.0804825 -0.154372 -0.332249 -0.488702 0.298312 -0.00137916 -0.0327214 0.0178644
internal_count=361931 267104 40747 226357 22402 203955 61761 58161 55696 2384 53312 44868 20689 15846 12080 3766 3366 4843 400 24179 1365 1009 2001 2358 1389 1092 2238 142194 55881 86313
shrinkage=0.000980392


Tree=5893
num_leaves=31
num_cat=0
split_feature=785 728 120 404 608 45 692 1257 1042 1039 432 1422 1113 1439 917 690 1325 207 1470 1310 633 1393 1383 1450 428 1024 158 1327 1173 355
split_gain=19.8018 11.9619 11.238 15.3908 18.6997 16.0208 14.2897 16.1636 16.0657 15.7366 15.6124 15.2019 15.141 14.7813 14.1232 20.5966 17.7704 20.34 17.7043 17.3041 18.7803 16.7291 16.4984 16.2997 17.1446 16.2572 16.2422 18.0564 15.515 15.9579
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 0.76881834321921005 1.6529830500154947 1.0000000180025095e-35 0.61106144195139356 1.768751683664193 -1.1847016231356886 0.98689883576939985 -0.50924962834980281 2.2143962547191078 0.18801796532672441 1.7751014654182826 -0.46001620015450567 1.316856689929671 -0.085400385763450437 -0.056979058706651924 0.48642614943585799 0.39644257689055057 -0.78887213145835056 1.3723638947624912 1.3338436145574464 -0.27666379910490574 -0.045726638210951749 1.3727948663943095 -1.1627410027422622 0.02283045720269343 1.6942591583009998 2.8191254429513042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 -4 6 -6 8 10 13 -9 11 -8 -13 -5 -2 16 -16 18 21 25 -21 -18 28 -24 -25 26 27 -19 29 -17
right_child=2 -3 3 4 5 -7 7 9 -10 -11 -12 12 -14 -15 15 22 17 19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-9.0845403739819505e-05 1.7948222486511417e-05 6.0486604283691618e-05 -2.2435680106390209e-05 -0.00043166148662746398 0.00041546303160224695 -0.00044119023553089036 -0.00012027040973412986 0.00087772912084562924 -4.7936884168260372e-05 -0.00093795378840770397 -0.00037083878620003472 -5.4421713780142054e-05 0.0025082962129496845 0.00061218145269286946 -4.2324741832269153e-05 -0.00020461618051570942 2.2912248531012455e-05 8.2367171179851807e-05 -0.00012560333559694385 -0.00027392005896460206 2.1045535520352939e-05 -0.00023650325489817762 0.00047815201933770041 -0.00051795315632463079 0.00036217518298000041 -0.00012042559985834286 0.00013166451838083707 -0.0010847583641033032 0.00016935029652706332 0.00075935340453140104
leaf_count=3396 79712 26163 104729 1405 580 146 2004 141 15717 46 3314 34 25 101 58570 7991 19792 172 7725 1508 8047 1469 422 288 186 1765 15470 164 755 94
internal_value=0 0.0464602 -0.0156526 -0.0348487 -0.0997049 0.260209 -0.116524 -0.233038 -0.0749669 0.51288 -0.260967 -0.0829797 1.20615 -0.358246 -0.00533297 -0.0215253 -0.0128663 0.0160475 -0.0281299 0.0604102 -0.0176728 0.00592116 -0.130153 0.166619 -0.13577 0.103206 0.124707 -0.429744 -0.164542 -0.196294
internal_count=361931 29559 332372 128242 23513 726 22787 5564 17223 187 5377 2063 59 1506 204130 124418 114682 56112 28986 27126 9555 21261 9736 896 474 17571 15806 336 8840 8085
shrinkage=0.000980392


Tree=5894
num_leaves=31
num_cat=0
split_feature=915 497 1246 1449 151 305 417 1122 979 1385 87 844 621 18 1114 2 1396 909 1395 1120 1324 17 1248 553 557 760 61 487 982 563
split_gain=7.50934 14.1299 15.5719 14.5996 13.2996 13.6885 14.0192 13.167 13.3545 13.5314 13.7001 13.0923 13.013 16.4134 15.9817 14.3747 16.3204 14.0421 18.5664 14.1167 20.9412 13.4318 13.0306 14.7117 14.249 13.004 13.5551 14.5152 13.5876 13.1205
threshold=0.35539985303639915 0.88162949062981111 1.1923027304460134 2.6019541624284721 1.4560175638184887 2.164614327629065 -1.073011630070126 -0.79428176187249677 0.56434064245784332 0.48822847406311437 -0.31474987476947108 -0.39387410681265428 1.0370651843581358 0.81912917503641658 -1.0453692090810238 0.93639455302983265 -0.17829711548901953 0.35936925666511038 0.61501864567635189 -0.97717592154626443 -1.1164036426137629 -1.056021143788531 -0.19503258111406416 -1.2417080332478587 0.093572519193774462 -0.68287570258919816 1.0000000180025095e-35 -0.5461321974676191 -0.49637147031497558 1.032953416321347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 12 5 6 -5 11 9 -9 -11 -4 21 17 -15 -16 -17 19 -19 20 -14 22 24 -24 -2 -26 28 -28 -27 -29
right_child=1 2 7 4 -6 -7 -8 8 -10 10 -12 -13 13 14 15 16 -18 18 -20 -21 -22 -23 23 -25 25 26 27 29 -30 -31
leaf_value=0.00013857115743226347 -0.0099169330867334773 0.0037975350287055977 -0.021279622037771291 0.036575966413666852 0.05748964182272575 -0.046773179051560226 0.0038995529077660695 -0.034850757193937029 0.0067164947138892948 0.039992389084145652 -0.023107199181059704 0.039990577228530777 0.029678581198131854 0.029067954651696967 -0.021508951041724678 0.068749551516435248 -0.028417951183378309 0.0037269586815138426 -0.028360837878786418 0.01242788281788066 -0.024889864086909241 -0.00244868483578049 0.023494883853008786 -0.016616526542935738 -0.01646440094568485 0.0010310091951072546 -0.061338715105935721 0.031824817786114838 0.045475467051869514 -0.060354668160335537
leaf_count=286231 1664 10634 89 230 63 71 971 705 293 84 150 129 204 163 1259 55 60 1023 385 3705 518 48822 152 3365 225 165 68 121 259 68
internal_value=0 -0.0257034 0.0476319 -0.0426947 0.195327 0.139742 0.193485 -0.210152 -0.325159 -0.492008 0.024505 0.332101 -0.0493571 0.0554373 -0.216375 -0.325697 0.527954 0.11314 -0.099906 0.189493 -0.186606 -0.0632225 -0.182406 -0.291741 -0.0413001 0.204772 0.37428 -0.164602 0.60497 0.253486
internal_count=361931 75700 12084 63616 1335 1272 1201 1450 1232 939 234 218 62281 7372 1537 1374 115 5835 1408 4427 722 54909 6087 3517 2570 906 681 257 424 189
shrinkage=0.05


Tree=5895
num_leaves=31
num_cat=0
split_feature=837 277 20 0 569 567 828 276 284 565 1157 1175 259 1450 77 16 1452 1189 16 244 901 840 142 349 969 1395 208 552 624 776
split_gain=7.47357 14.3434 16.5126 15.7699 14.5686 13.6052 16.2027 13.1621 12.9208 19.3747 14.018 15.0065 12.8176 12.6605 13.9994 13.6108 18.0356 13.5635 12.6222 12.5629 13.7067 14.5469 13.903 13.7017 13.5845 14.7257 12.7631 12.4843 15.1061 13.4591
threshold=0.64384972645585192 1.1981828183970515 2.8977225696809943 2.6232277757564257 1.5964687088348939 0.98191358321475442 -1.8090828626095004 2.4295117935089947 -0.95633349714041194 -0.8192269477005939 1.3908200557045973 -1.0005253495145667 1.0000000180025095e-35 0.56482853325180316 2.6552749609921036 1.6300626344702034 1.1550274867029908 -0.26325367836617064 -0.97265208476389753 1.0000000180025095e-35 0.37171591178921998 -1.2607025581813287 2.8048536487606532 0.75215800109018682 -0.73793184987695126 -1.1089383189205924 1.6003190440599371 -1.047312378808384 -1.0241961755411493 -0.64864027947219161
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 5 -4 -2 -7 -8 19 10 -10 -12 -13 14 27 16 -15 -17 -5 20 -3 -22 24 -21 26 -26 -23 -11 -29 -30
right_child=1 2 4 18 -6 6 7 -9 9 13 11 12 -14 15 -16 17 -18 -19 -20 23 21 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0001589747746551334 -0.0016653594649551349 0.00020850218157328332 0.0080217861329296564 -0.038708248874251699 0.078394733718022747 -0.041127522891718671 0.0042477168660822479 -0.031637644276942586 -0.030102114154531946 0.010511569005694778 0.1026902395310087 -0.050090140103089924 0.044401831919174406 0.0091987752735509659 0.068158643602374974 -0.0093457924837667943 -0.047970484693433339 0.11571264958336283 0.015436269871214651 -0.00060374286694849302 -0.024761685946235918 -0.03703068817325892 0.18203316333508301 -0.037529077579377505 -0.044434055185248199 0.063823396011672306 0.077266870125347567 -0.038723211606791652 0.0040760744530270255 -0.014715451599797858
leaf_count=280467 60106 953 225 77 66 158 9547 178 1443 433 27 82 40 738 23 26 109 32 1253 943 124 202 22 440 46 278 40 497 737 2619
internal_value=0 -0.0242622 -0.123473 -0.0126183 0.520675 -0.0179664 0.0634528 0.0740422 -0.143129 -0.199969 -0.503496 0.320878 -0.149125 -0.13357 -0.193909 0.132439 0.0538484 1.31995 0.252737 0.0364916 0.23269 0.613642 0.835859 -0.173993 0.735068 1.05885 -0.148721 -0.207892 -0.254748 -0.204024
internal_count=361931 81464 10145 71319 291 69989 9883 9725 9854 6806 1592 149 122 5214 4309 905 847 58 1330 3048 1665 712 588 1383 566 324 242 4286 3853 3356
shrinkage=0.05


Tree=5896
num_leaves=31
num_cat=0
split_feature=785 652 615 1190 1107 560 1181 750 618 588 719 782 927 1389 728 650 659 869 1337 828 839 904 762 225 1259 434 562 74 835 907
split_gain=13.2047 11.8153 14.866 17.5298 17.3641 16.9478 16.2578 16.3714 15.7423 14.8149 26.1226 16.7937 18.9219 22.1459 16.198 18.9653 16.7669 15.6574 18.0719 17.5478 18.9803 19.6039 15.4781 15.4141 15.5174 15.3895 16.2924 15.3707 16.7117 18.1121
threshold=-0.86283290253235112 -0.55024281929118113 1.7711288261699307 2.7692006378281877 1.9154540409428416 1.6983197621915436 1.2997001116531657 3.5597954673193617 1.292553435860506 2.250834115212506 1.0000000180025095e-35 -0.33729624418304543 1.0483613175537825 0.43172922149609222 -0.49008176997875957 1.253152870847948 2.2359170208873898 1.0000000180025095e-35 1.0959593177479297 0.75929355538023924 1.3044342584926005 0.39963115917630782 2.32448749172119 0.11379690119836371 1.471550553698868 1.554098546384314 -0.42533325274889777 0.058799105813725418 0.63701748900929533 0.60734054775592716
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -7 14 11 -11 -13 -14 15 16 -3 19 27 20 21 -16 25 -17 -25 -22 -27 28 29 -19
right_child=1 9 -4 -5 -6 8 -8 -9 -10 10 -12 12 13 -15 17 23 -18 18 -20 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=3.735093019383337e-05 4.3627241451728087e-06 -3.8880144402929583e-05 -8.1925371514572252e-05 0.00031592171048489942 0.00013981325436583858 -0.00014308365843299637 0.00010426456914737156 -0.0004352574245120667 0.00053213845428557545 1.0707685914931232e-05 -7.1882406476251489e-05 0.00027044364618430527 6.625867239053915e-05 -0.00099006673855711082 2.9388909768274937e-05 0.00014179306698089834 0.00013963583669305337 -0.00021760052401911264 -0.00026168999437932791 -7.7824236991614761e-05 -6.1258983793093473e-05 -5.6295599022512463e-05 -0.00070057535372001383 -3.0103363303869353e-06 -0.00063711847130688468 -5.8603239116286729e-05 -0.00075036409144242698 -9.1614305676554575e-06 -4.730547390432987e-05 2.5485178906108655e-07
leaf_count=29559 75186 25396 11002 1098 4693 4869 8014 827 174 3104 5890 3544 384 118 52359 8140 3204 10970 4257 27108 10921 22389 250 3082 342 429 566 20959 19370 3727
internal_value=0 -0.0127041 0.00731833 0.0157559 0.0125316 0.00492747 0.0129778 0.00181365 -0.122005 -0.0231207 0.0495861 0.131129 0.22029 -0.158253 -0.0285887 0.0136152 -0.0193355 -0.0396629 -0.076417 -0.0241457 -0.00768829 0.00613223 -0.100029 0.093513 -0.0498486 -0.0870208 -0.417816 -0.0647773 -0.100879 -0.16915
internal_count=361931 332372 105863 94861 93763 89070 84027 76013 5043 226509 13040 7150 4046 502 213469 40164 28600 173305 59283 114022 86914 74748 12166 11564 3424 11916 995 55026 34067 14697
shrinkage=0.000980392


Tree=5897
num_leaves=31
num_cat=0
split_feature=785 728 133 497 167 1360 284 1469 210 1075 1047 981 500 1120 417 134 1005 3 1467 147 763 1109 776 775 1254 1043 293 416 1467 705
split_gain=7.48264 9.19206 9.61376 10.1941 13.9264 9.66389 9.19709 8.79143 10.6343 10.6878 8.7594 14.5009 14.5943 17.0273 19.0428 16.4802 14.4096 14.1572 13.5566 13.1576 14.0647 15.7696 14.3193 13.7591 12.7952 13.5439 12.4095 11.9644 13.3873 13.1212
threshold=-0.86283290253235112 -0.90320472132347296 2.7171092817986957 -0.58848382679032385 1.7314495757989226 1.0000000180025095e-35 2.7929596094481215 0.28271063087949944 -0.40078202868412088 1.0000000180025095e-35 2.8162032343233889 1.5830758001197096 -1.0094440613666558 0.46449179711418614 2.1625734977398841 1.6445699455742113 2.2813204863777972 -1.0776329577054355 0.254489633896615 0.39855262707572292 -0.069958987022454164 -0.31403211232200051 1.4305896774339282 -0.60705915640282859 -1.1292430407175222 -1.2455705572754039 -0.82561428029125139 1.3565550656719956 -0.1070229053531187 -0.02216681112108268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 7 -3 8 -5 -10 -2 12 17 15 16 18 -15 -12 24 20 21 -20 23 -22 25 -14 -23 28 -13 -30
right_child=10 2 3 5 -6 -7 -8 -9 9 -11 11 27 13 14 -16 -17 -18 -19 19 -21 22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0046682564535498816 -0.00036042189034956917 0.0024977725237457071 -0.057183215752708176 0.047253245971904535 0.0091835172794163152 -0.017626638179455336 0.030738904159347647 -0.019094737069023617 0.029433352741509683 -0.044552633161683557 -0.033256991508424032 0.040974508554177974 -0.034272185351214783 -0.025556602311276023 0.073689226500345928 -0.028857275875065858 0.037149768248547627 0.025878308086712928 -0.05276794055396733 -0.043376128807028271 0.045361030865533405 -0.06996235652991227 0.089408115333100627 -0.029999205694391524 0.008958864679830942 0.054463468206752713 0.030926884443447183 -0.017881045962896375 0.048149124280205721 -0.017897506392714081
leaf_count=3254 328268 25346 148 92 66 318 137 98 54 46 93 277 38 726 21 301 45 491 110 140 65 20 38 72 1159 171 70 94 50 123
internal_value=0 0.0325798 0.0456414 -0.202614 -0.678288 -0.0609946 0.0532905 0.223271 0.469325 -0.0632172 -0.00578772 0.10376 0.0410411 -0.0292303 -0.334973 0.08201 -0.413801 0.385606 0.150119 -0.180324 0.0314436 -0.378145 0.528273 0.16436 0.273428 0.833731 0.236526 0.424627 0.554446 0.054586
internal_count=361931 29559 26305 822 214 608 25483 290 192 100 332372 4104 3560 2976 792 2184 771 584 1883 515 375 200 175 137 1368 209 90 544 450 173
shrinkage=0.05


Tree=5898
num_leaves=31
num_cat=0
split_feature=785 728 647 590 351 796 772 1315 1224 1180 382 138 419 750 1325 1216 852 1238 923 850 140 1077 735 140 150 689 330 980 555 1470
split_gain=11.2371 10.2992 15.3504 34.8691 14.9252 14.6396 15.883 15.6665 15.456 14.806 14.7212 14.3901 14.7258 14.3874 14.2016 14.172 14.034 20.5493 20.8904 27.3395 21.9096 20.0651 16.926 16.6105 18.9518 15.956 16.0917 15.8635 16.0401 15.9235
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 2.116766141447274 0.38087715954262297 -0.28708682036526079 0.26648455616813943 1.9980862990756834 -0.98536440085365629 -0.78023265796885932 -0.66589746355812018 2.1096725081744352 1.0000000180025095e-35 -0.95554185614442355 2.3855481443271001 1.0000000180025095e-35 0.17334222901426247 -0.86449023226567734 0.6190413382504959 1.8790564127931246 4.2406324835638474 1.356718709411544 0.056961987048755554 0.80001238754797444 1.0000000180025095e-35 4.6982212610491674 1.7011711996532954 -0.52715049943618508 -1.3664195657027294
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 4 5 8 7 10 13 -10 -7 -5 -13 -3 -9 -15 -2 18 19 -18 21 25 -22 24 -21 26 -20 29 -29 -27
right_child=1 2 -4 11 -6 6 -8 14 9 -11 -12 12 -14 15 -16 -17 17 -19 20 23 22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=3.4611705913885944e-05 -1.65578758937902e-05 -0.00019644817258876926 -4.366211193789264e-05 -0.00012042212335030029 -0.00094423887990917777 0.0010117522817473174 -2.1991792171752388e-06 -0.00044297720475427018 0.002803915048592755 0.00038871572252899538 -5.1601738065218178e-05 0.00048607010615540051 -0.0012208591358582909 0.00025449456056420402 0.0015738150624046731 0.0028912758953105536 1.1630311326194702e-05 -4.0701815670946932e-05 -7.3962154765430172e-07 -8.2566691953168397e-06 -0.00026389398801527074 -0.0010786252534929024 0.00013982931796849258 0.00059092100903559205 0.00060801674065864321 -0.00042049432610492967 -0.0017764631000043525 0.00028027485474921645 -0.00023922446807720144 9.9186579660601713e-05
leaf_count=29559 158224 2743 93730 254 137 100 900 31 21 130 263 1105 25 375 92 29 1878 22962 19724 667 2037 85 610 776 305 267 29 352 1185 23336
internal_value=0 -0.011614 -0.0351176 0.0811248 -0.0355182 -0.0139291 0.195166 0.545917 -0.110058 0.846102 0.274103 0.365587 0.461996 -0.142456 1.24362 0.37225 -0.00386696 0.0214664 0.0440565 0.199826 0.0314405 0.0427243 -0.166009 0.382449 0.195793 0.0446116 -0.00297464 0.080717 -0.129285 0.0950225
internal_count=361931 332372 99935 6205 4821 4684 1386 486 3298 151 363 1384 1130 3147 123 404 232437 74213 51251 3626 47625 44978 2647 1748 972 44893 19753 25140 1537 23603
shrinkage=0.000980392


Tree=5899
num_leaves=31
num_cat=0
split_feature=1459 1459 1449 1449 1464 1449 1451 1457 1470 1462 760 1464 1450 1466 1453 1464 279 1469 139 4 72 562 1458 491 975 554 1454 829 1322 1331
split_gain=7.51792 15.4764 15.4414 25.736 27.4275 25.7092 21.2199 19.7613 18.8848 18.9013 17.4857 18.4039 17.4953 16.8849 16.6281 16.4895 19.3017 15.6424 15.6316 14.8092 19.7688 16.4629 14.7233 14.5277 14.4324 14.1891 14.1747 14.2491 14.9795 14.6466
threshold=0.46383055849355342 0.45348792378140712 -0.32183734465273589 -0.41360575089286639 -0.34821093172591422 -0.30724857489969548 0.39905032773487564 -0.014582202676597333 0.360274951809401 3.0530110531883921 -0.077116151807838609 -0.29994047272053637 -0.16994354692735661 1.4808384683488722 1.9142027959396961 1.5814796297902207 0.93657541602899019 -1.0352100314532211 -0.76815982074569855 0.49410413102951162 1.560628482147481 -0.18508634817216083 1.0431849131700892 2.1343371680811183 -0.52188658528198573 0.78958455583086928 -0.40696913463973794 1.0893571104189279 0.90267721428204417 -0.0067292635271279985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 7 -4 26 -5 -7 14 15 -12 -13 -8 24 16 -2 -17 25 23 21 -21 -9 -14 -10 -18 -6 -28 29 -29
right_child=2 -3 5 4 6 8 13 22 9 -11 11 12 19 -15 -16 17 18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00038957811855099803 0.00075539660984675196 -0.044123872875740204 -0.026298657596713113 0.0052868632515713282 0.010534669913985295 0.00066999812749798644 0.0075912643460860811 0.046761961239660338 -0.018863106167898724 0.062826603328123828 0.0038246378084949672 -0.012749175315499238 -0.0071514394400809507 0.051293278889201134 0.018818546203500184 -0.0027334906770694863 0.038079288281403958 0.020296744534478356 0.0066860973064937178 0.039865875328702803 -0.045888699149222674 0.0043408898066589945 -0.0032044950301213324 0.046386411882698451 -0.0045925340925954336 -0.00050400771624453222 -0.020773915405697906 -0.058826493928419599 0.11448169818713019 0.043765402010398219
leaf_count=287247 11173 157 659 299 603 40655 306 450 1722 37 4467 3194 1917 144 250 499 397 1287 1821 271 85 467 73 53 2735 153 694 45 20 51
internal_value=0 -0.00815846 0.0184481 0.0607951 0.272975 -0.0083295 0.09882 0.578328 -0.00237597 -0.147521 0.0378016 -0.0396285 -0.127271 0.507625 -0.164171 0.0852505 0.0567764 0.281492 0.236524 0.00565775 0.273707 0.387063 0.801552 -0.103752 -0.202668 0.550053 -0.0592215 -0.280929 0.533409 0.07087
internal_count=361931 287404 74527 28469 2685 46058 1863 822 45399 4744 25784 10454 5987 450 4707 15330 13544 1786 2371 2793 823 738 523 1970 4457 550 1413 810 116 96
shrinkage=0.05


Tree=5900
num_leaves=31
num_cat=0
split_feature=785 727 516 564 789 623 566 723 770 696 1388 45 135 292 72 1104 1394 702 415 1211 83 720 650 703 921 924 930 854 797 776
split_gain=16.2789 12.9615 12.4758 19.5554 16.5673 17.5946 19.8933 18.7891 17.988 16.3781 16.0572 15.9911 17.9063 15.8577 15.8343 17.1577 17.2786 17.0836 16.7378 16.3727 18.9167 15.5712 29.6089 27.3826 25.9761 24.2827 23.7709 21.7655 26.7389 20.0522
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.4188032667957222 1.1248358748350926 1.9538269969423816 2.1059719136688364 1.0000000180025095e-35 1.1976726590858044 -1.2773354801455206 0.19405634515040457 2.0672121897419058 0.28940055740175324 -0.18143084926566952 -0.32722534905580986 -0.88125864905404916 1.1228893502638233 1.3706943022583213 1.1670625546429567 1.0000000180025095e-35 1.9360022617919148 -1.0766812576247231 1.253152870847948 -1.4278711406352407 1.0525743831388839 0.38785916688843908 1.0000000180025095e-35 -0.87473648844905705 0.63961785378869596 2.4902400623239851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 21 8 -8 -7 13 12 -9 -11 -5 -16 17 18 -17 20 -18 22 26 -24 25 27 -4 28 -23 -26
right_child=2 -3 4 14 -6 9 7 11 -10 10 -12 -13 -14 -15 15 16 19 -19 -20 -21 -22 24 23 -25 29 -27 -28 -29 -30 -31
leaf_value=-1.0963527703796374e-05 -2.2083871765220709e-05 8.3745799639707347e-05 9.0297357945253644e-05 -0.00023164594987934919 -5.7763503857746184e-05 -0.00044361314551321127 3.7934364855103134e-05 8.7310473839133948e-05 -0.00053883983958382862 0.00016312907747287838 0.00023906856942604326 -0.0005044717240840097 0.00038321410316803189 -8.8777734462981651e-05 0.00022582717403225817 -0.00025882998669276034 -0.00016082542402594605 0.00012026766251901458 0.00020851455699229867 0.00067389615271874195 0.0012785211818343335 -2.438005957337141e-05 -0.00012794173747714184 0.00026650799249515857 6.980184915837032e-05 1.7525308812079196e-05 -6.7686955879198618e-05 -6.8030179332644394e-05 0.00031761661738663997 -0.00062552723772908887
leaf_count=12551 127632 17008 8659 5228 23724 330 2841 1798 310 2486 3172 140 1702 2395 1054 4080 475 1039 502 233 36 3876 1269 4198 17738 36554 10516 68702 1403 280
internal_value=0 0.0428568 -0.0134997 -0.03232 -0.00180431 0.00649369 0.000713134 0.115148 -0.0148956 0.106216 0.123745 0.215267 0.242139 0.0412927 -0.124231 -0.056679 -0.102481 -0.150645 -0.21457 0.216255 -0.018958 -0.0053125 0.0466448 0.1929 -0.0162475 -0.0307215 0.00416022 -0.05682 0.0821823 0.0630165
internal_count=361931 29559 332372 140279 192093 168369 159986 6791 3151 8383 8053 3640 3500 4881 12647 7419 6365 5621 4582 744 511 153195 24642 5467 128553 110535 19175 73981 5279 18018
shrinkage=0.000980392


Tree=5901
num_leaves=31
num_cat=0
split_feature=470 54 291 120 703 557 195 838 256 1295 184 557 906 1035 718 485 340 186 921 1252 1309 82 846 1458 671 354 1384 968 1384 58
split_gain=7.53484 13.0949 15.2317 18.0622 17.9943 15.494 14.256 13.965 13.5611 14.2778 13.2058 16.5237 25.6996 18.3048 15.1971 23.1603 19.7386 18.9328 17.4091 16.8387 16.3914 15.3862 15.0757 16.2834 14.9333 15.5123 17.0835 14.6257 14.2909 13.9626
threshold=1.0000000180025095e-35 2.8571107612274447 -0.39621535111259143 1.0077541972150732 -1.0631155952927382 0.89642527537048966 1.3909106807663625 1.9758849331764565 3.8034531444427699 1.3006632214813958 1.0000000180025095e-35 2.2954558207873399 -0.6034543658477981 -1.2847328053740836 1.0159173274103563 0.4697464522978691 1.8162821653890682 3.4218915452636995 1.0525743831388839 2.4192096387169548 1.3388889050440367 0.94688802711445497 -0.39434562309276328 -0.19707713696931276 1.6550864193358736 0.39085843352759431 1.0278056652933449 0.57339801914766386 1.0087197163260224 0.73855698839655315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 6 -4 -7 10 -10 14 22 13 -13 16 -16 17 29 21 20 -18 -17 23 27 -25 -26 -27 -12 -22 -1
right_child=-2 2 5 -5 -6 7 -8 -9 9 -11 11 12 -14 -15 15 18 19 -19 -20 -21 28 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.001125147332876585 0.0003464684376970558 0.083203772531708506 -0.011242706928158723 0.067619435746156573 -0.0040769932277564041 -0.037084728180373831 0.024097514837126934 0.068898747173194747 -0.032391058330727057 0.027667737456378846 -0.00077475416046576308 -0.034712829768592579 -0.0026115343729220595 0.029109917019125742 0.00044004200259427362 0.01014078384954168 -0.01173995614526617 -0.02329270739244366 -0.0081432011332194954 0.039289509220397312 0.0066032474912502762 0.029185386272265419 -0.0045558417808036046 0.001547503722687481 0.0071250214926281462 0.023063627276656101 0.087525039649976391 -0.010961820590474854 0.081053969457272793 -0.0027529872132865795
leaf_count=60931 191352 32 2107 61 632 571 170 21 666 99 10256 111 2002 902 9413 2925 5935 713 556 128 302 587 36582 11274 721 211 58 3582 44 18987
internal_value=0 -0.0154966 -0.1673 0.159551 0.0261057 -0.251139 -0.164227 -0.654129 -0.0121088 -0.447695 -0.0108588 -0.0431051 0.161108 0.479475 0.0056309 0.0790859 -0.00695943 0.00182538 0.216133 -0.167132 -0.191359 0.272489 -0.0527343 -0.00378784 0.0641018 0.31932 0.751687 -0.0717933 0.339133 0.00486948
internal_count=361931 170579 3594 725 664 2869 2277 592 166985 765 166220 65699 3015 1013 100521 13481 87040 80631 4068 6409 6281 3512 62684 26102 12264 990 269 13838 346 79918
shrinkage=0.05


Tree=5902
num_leaves=31
num_cat=0
split_feature=1238 414 795 44 905 1022 1430 499 972 890 100 980 249 1244 783 617 347 997 559 17 354 703 1035 1456 1312 1193 707 1050 973 290
split_gain=7.51971 13.3105 15.5293 15.642 15.2917 17.76 19.4423 18.1094 16.5645 15.597 15.2449 16.9611 14.8117 14.5544 14.3332 18.6438 15.2543 15.0289 15.4296 14.7298 15.5284 18.9896 22.5275 19.2167 19.5914 15.5252 18.2081 14.0822 17.5482 14.0263
threshold=-0.6968354641114346 -0.88842404664572883 -0.29258408639884992 4.0886425239914255 0.49484740720321202 0.67527595557081987 1.4660437873930479 1.2450053942724817 -1.2720534213472965 -1.3230736206490437 -0.54847086187329808 1.216571808765075 1.0000000180025095e-35 0.9027861196237239 0.2400496438953339 1.0000000180025095e-35 -1.7434637995592921 -0.55302200848745542 -1.2801019013318229 -0.30009840131520704 -0.30434078797660197 -1.3699734350253194 -0.81062867596265253 1.5571501639310992 0.90570167339090601 0.94682369190045013 0.44853118864413749 -0.75313578923579072 -0.028635336187054206 -0.50998976583109445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 14 9 6 -6 8 -7 -1 11 13 -8 -5 16 17 -4 18 -16 25 21 22 -21 24 -23 -18 29 28 -22 -27
right_child=-2 2 3 10 5 7 12 -9 -10 -11 -12 -13 -14 -15 15 -17 19 -19 -20 20 27 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0078890915107568699 -0.00062753427873850267 0.0022834668194888072 0.02244770421467859 -0.046097823465672455 -0.013548224886907012 0.046760843699005503 0.015561922102785057 0.036061515853866168 -0.0029460308327385019 0.0019466126289534556 0.050125811846079317 0.059919167182355473 -0.01003841488912318 0.02811984120922479 -0.020533357727469215 -0.0042050082610586665 -0.0061049359421680811 0.00056521368337479757 0.0067014944751935882 -0.034069206522777666 -0.019175138201857875 -0.0014316610711534563 0.034872977477011131 -0.025420850464273916 -0.020555251703664242 -0.010616856127977642 -0.015467947239369149 0.0044341100510704385 0.0086050253456974955 0.020667924038410293
leaf_count=3391 209690 59402 379 89 4767 80 563 169 2143 12008 126 35 587 52 262 7343 13430 17714 9204 104 898 6530 310 599 868 278 423 9137 572 778
internal_value=0 0.0095444 0.0183281 -0.00454674 -0.0427016 -0.123583 -0.197642 0.0364552 -0.0193319 0.00258871 0.475109 0.0478166 0.0612034 -0.346648 -0.00695893 0.0248962 -0.0404087 0.0497221 0.119432 -0.0451593 -0.00241548 -0.074778 0.420659 -0.0983553 -0.0681567 -0.0981883 0.125687 0.0572236 -0.169719 0.275234
internal_count=361931 152241 128533 69131 23708 8309 5917 2392 2223 15399 302 176 1150 141 68829 34523 34306 27180 9466 33927 19018 8411 414 7997 7398 14909 1479 10607 1470 1056
shrinkage=0.05


Tree=5903
num_leaves=31
num_cat=0
split_feature=785 727 728 647 590 771 1431 351 796 772 1224 1180 1177 434 1386 1039 33 381 1315 156 419 63 570 840 1386 489 774 285 958 414
split_gain=14.1399 12.0323 11.6085 15.3186 34.4256 15.1882 15.4151 14.9036 14.5774 15.7245 15.3829 15.031 14.2657 14.1983 17.2631 16.2607 15.7739 14.1516 14.4222 14.0312 15.2708 13.8325 13.7958 14.8277 17.7118 17.5057 17.1647 16.559 15.895 20.1121
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 -0.87782724458594241 0.58895901036483078 1.4820751525130569 1.0099929608726099 2.116766141447274 0.38087715954262297 -0.31819519171374361 1.9980862990756834 -0.98536440085365629 -0.80577776936292356 -0.44903453932370413 1.0000000180025095e-35 -0.3529478568252809 2.1497888835901704 -0.32502189658861175 0.37266949914535991 0.78839889734311386 1.97848889424782 0.21238981431351248 -0.4998781572545779 0.12652121915609915 0.36062255767865864 -1.035951200291684 1.5317718715476969 -0.25444835547075345 1.313041538630376 0.31385964435604258
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 7 6 -2 8 10 17 13 -12 -6 -4 21 -16 -17 -10 -19 20 -14 -15 -5 24 -24 -25 27 -27 29 -29
right_child=2 -3 3 22 12 -7 -8 -9 9 -11 11 -13 19 14 15 16 -18 18 -20 -21 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-1.2516419267854759e-05 4.9837879726451727e-06 7.8798271886412418e-05 -0.00035920980980714521 -3.7483846002485762e-06 -9.9932660088604183e-05 -0.00012748352396521864 -5.2155703130358405e-05 -0.00094464721600135912 0.00096140363569703049 3.8290187503373272e-06 0.0028127890242948378 0.00038093517770099812 0.00056701598642180191 -7.8258632361898341e-05 0.00065391032399800676 -0.00014343264670839913 0.0016703940948690431 -0.00023384129935749681 0.001104967029023427 -0.00029906283390078973 -0.00095448898285071778 -0.00077253663863674894 -1.8064143846265381e-06 -0.00044299611326908397 -0.00013233668795077565 -5.0853603270038839e-05 0.00010992502968399511 -0.00031525847152329302 0.00026679925279548568 -7.5215237298856648e-05
leaf_count=12551 192584 17008 1149 32237 264 5440 34413 137 224 924 21 130 975 849 311 550 23 185 53 115 30 265 27786 1500 11490 8426 1876 6328 525 3562
internal_value=0 0.0393247 -0.013234 -0.0381608 0.0778819 -0.00501612 -0.00216555 -0.0379011 -0.0163317 0.192128 -0.112195 0.839959 0.360412 -0.144527 -0.0121079 0.250663 -0.0346142 0.555691 0.130827 0.461276 0.534188 -0.229182 -0.0475559 -0.0718251 -0.0378507 -0.124034 -0.10783 -0.132682 -0.205311 -0.227716
internal_count=361931 29559 332372 99935 6205 232437 226997 4821 4684 1386 3298 151 1384 3147 1998 884 573 462 238 1120 1005 1114 93730 61493 39276 22217 20717 18841 10415 9890
shrinkage=0.000980392


Tree=5904
num_leaves=31
num_cat=0
split_feature=859 1107 791 428 509 277 351 638 907 1278 1182 845 772 357 420 903 752 384 85 291 884 774 773 833 979 835 745 76 83 291
split_gain=7.43263 12.7696 13.5361 14.0771 17.9767 17.4954 16.4096 16.7124 14.4966 13.7975 15.7813 14.2568 13.5491 16.5891 20.3846 18.729 16.0445 14.4282 15.8661 14.9524 13.2433 14.5244 13.2313 13.6646 17.3556 12.9536 12.9457 13.6853 13.3931 13.5781
threshold=-0.54135187694831066 -0.68391494578632606 1.0000000180025095e-35 -0.72852951493345153 1.0000000180025095e-35 0.29281561496408309 -0.72685536700565023 -0.39415748294330644 -0.90487801060676298 0.6890358509658806 1.9953896594526721 0.28484765473989343 -0.46929299540637465 -0.31614898948948139 -0.70926143366926642 -1.0224762494431627 0.16746147319753801 2.2874062892260834 0.042653815814809974 0.5471465544873626 1.6560630477055389 2.3794867721593911 -1.7116674559466396 -0.6255747908208571 1.3504707218678482 -0.90119159376553448 3.386155929364346 -0.39675989674054807 -1.2602208641727863 1.7525534338650812
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 -9 -4 11 -11 16 15 17 25 22 18 -15 -20 21 -16 -5 -24 -25 -14 28 -28 29 -3
right_child=-2 26 9 12 6 -7 7 8 -10 10 -12 -13 13 14 20 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.020397804796158048 -0.00050331932824733817 -0.0067588591989459603 -6.7806349569512979e-05 0.077625884220285851 -0.019497352251485637 0.0004932992547038755 -0.0066344974055861207 -0.011986714421035133 0.033219695587329921 0.011925023840012662 -0.036598374008447676 0.050188963717065355 -0.0042569595793027137 -0.015039145511929275 -0.011130561983270053 0.0050166792732156476 0.0096605026667121625 0.081445771159714714 0.046821331018790789 -0.0072450512785914821 -0.037254095195390961 0.039432324363310046 -0.038035647539040283 -0.009138739771512484 0.060947075871628315 -0.042020369238338559 0.0023624853494085404 -0.03418046308544085 0.0016701274518841553 0.023403432681645249
leaf_count=2603 244749 5046 6787 34 612 999 659 171 567 1061 100 140 388 275 4008 3671 2413 31 161 119 252 66 323 785 60 312 269 338 84687 245
internal_value=0 0.0130766 -0.0371678 -0.0743285 -0.189182 -0.29765 0.023678 0.174626 0.457049 0.0521705 0.26738 0.333572 -0.0317644 -0.0819034 -0.177036 0.0334519 0.096859 0.233896 0.135734 0.50498 -0.236913 -0.200872 -0.185731 -0.236534 -0.0574619 -0.376419 0.025165 -0.329019 0.0273218 -0.103436
internal_count=361931 117182 26597 18509 5611 3602 2009 1397 738 8088 1301 1201 12898 9283 4912 4371 3615 586 555 280 4326 4074 1202 1168 845 700 90585 607 89978 5291
shrinkage=0.05


Tree=5905
num_leaves=31
num_cat=0
split_feature=614 1443 1461 1456 1243 554 1180 1441 843 1454 1463 1449 1466 1467 181 1193 698 148 182 483 194 996 491 954 885 422 1430 1237 1 1436
split_gain=12.7871 16.0228 17.6086 16.9096 16.927 16.7551 18.1288 14.8695 14.7687 14.0044 29.4517 25.8143 27.5361 23.3168 20.8636 19.3776 19.0637 18.0935 16.6022 16.0222 15.6174 23.1985 22.1412 19.9053 23.1492 18.9087 18.4965 25.2699 22.9669 17.8847
threshold=-0.75411934043310735 1.593744732512876 1.4098417307792441 0.37396721338577926 -0.53236368881436358 0.75897119340662345 -0.71952497523706194 1.7193014468115779 2.539957888746601 -0.91909735138557946 -0.37812388882570003 -0.016736665957810089 -0.27546937187240134 -0.22023664855122008 1.0000000180025095e-35 -0.53368481803894474 1.8596599369683353 0.5813783576659256 1.0000000180025095e-35 0.93089464625391682 0.58307762070518543 1.0565563832172893 0.014234003513389869 3.5442616861027205 1.0000000180025095e-35 0.7927139092130101 1.0000000180025095e-35 0.5723095224056084 -0.20977370722337493 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 7 -4 -7 -3 9 10 11 13 14 -2 19 17 18 -12 -15 -13 26 23 -23 24 -22 -24 27 29 -29 -11
right_child=1 2 5 -5 -6 6 -8 -9 -10 20 15 12 -14 16 -16 -17 -18 -19 -20 -21 21 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.3266056088284404e-05 0.00049694328947321972 6.6352489827867657e-05 0.00024670667621198427 -0.00021012771972241142 -0.00010055492432849475 0.00038036338297114887 -0.00049249025402573366 -0.00036174793967309394 0.00020149678175157231 -6.703906025041534e-05 4.8251915788433531e-06 3.4455941663602632e-05 -0.0010426032826285827 -0.00028494547497520548 0.00074601754037302115 -0.00020680622617329553 0.0014140244906446654 0.00069923623808540957 0.00026899523516589176 -0.00087548974966989953 -1.5778627064038095e-05 5.6505010877928145e-05 -9.0819662102820093e-05 -0.00032816122161045399 8.9960066760011716e-05 -0.00041887988370415579 1.0580270451791661e-05 -0.00028029806207821703 -3.9763986011391213e-05 1.041472814214386e-05
leaf_count=107272 1608 7277 1782 5305 14413 166 435 549 1731 34961 788 699 170 584 184 2121 47 264 601 140 14581 2658 2439 572 27586 1175 85811 6052 6400 33560
internal_value=0 -0.000476597 -0.0564001 -0.0759908 -0.046878 0.138087 -0.210799 0.0407533 0.00559551 0.00386001 0.10492 0.229523 -0.0618234 0.342948 0.0637661 -0.0730576 0.0899837 0.18391 0.0262236 -0.0900878 0.000576043 0.0335309 -0.0874947 0.0515505 0.0571161 -0.198162 -0.0110195 -0.0390701 -0.160047 -0.023275
internal_count=361931 254659 29927 27544 22239 2383 601 7826 224732 223001 7206 4033 1193 2840 1023 3173 1232 1052 1185 839 215795 49011 6272 42739 42167 3614 166784 80973 12452 68521
shrinkage=0.000980392


Tree=5906
num_leaves=31
num_cat=0
split_feature=1469 21 1452 963 958 415 21 1454 912 1452 1460 493 1449 428 1453 357 1082 1246 1321 1459 635 287 365 572 53 415 26 606 1442 1107
split_gain=7.40096 13.8441 19.2856 18.3051 16.4521 14.7846 14.4142 16.7417 15.5978 14.0311 14.3618 14.4037 14.3743 13.943 13.9346 17.6493 14.1079 14.8578 13.7908 15.3595 14.4439 14.1008 14.0058 14.0376 13.4728 14.0926 14.8911 13.0199 15.5346 20.4333
threshold=-1.0588145806293296 1.0000000180025095e-35 0.82711375264874976 1.0000000180025095e-35 1.313041538630376 2.3692098645788753 -1.4580664037135931 -0.84722408107669478 2.2119996560828836 1.0637505357001875 1.3228809068545828 -0.89000817222981254 3.4919823951712163 -1.2203101582871565 3.5235182473523379 -0.91837580948121633 1.0000000180025095e-35 0.96828832786774044 0.28522572505164062 1.2152997685819131 1.1105843774996569 -0.483104461010263 -0.36164656848666549 -0.2272366561136738 1.2912025798565661 0.14055365037949411 -0.39337817035528566 2.1543936751333881 1.1357164266384874 0.17853001123029574
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 14 7 -5 -8 -4 12 -12 24 -9 -3 -16 -17 -18 19 22 21 -20 23 -6 -11 -26 -27 -2 -29 -30
right_child=27 4 9 6 18 -7 8 13 -10 10 11 -13 -14 -15 15 16 17 -19 20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.0029015381512700884 -0.00052018181359308579 -0.0010281284483744646 0.0173105044654332 -0.082048053232263662 0.042954339893714381 -0.024351110522810179 0.0019477000006681772 -0.025361985722855526 0.027421055923850374 0.007399649697633931 0.016453910841701499 -0.013688006264147687 -0.012851051746757389 0.022164672123548022 0.070665334046873945 -0.0028020381794207532 -0.040955662838350726 0.032699964874014983 0.016218159343373725 -0.020064114796424164 0.047749598348422767 -0.038264771468505931 0.0071976940943309841 0.0068570422315302783 0.035265953380266613 -0.060877102121454835 0.029234310968414102 0.0051590691819607638 -0.013747985667371865 0.010104590913161999
leaf_count=10327 298359 17166 1491 30 333 483 12363 117 277 3825 241 829 372 828 24 320 371 34 100 152 44 228 725 223 382 56 50 9857 1590 734
internal_value=0 0.0229137 0.0536901 0.0209085 -0.022725 -0.0430973 0.0732221 0.324903 0.0517392 0.153629 0.10352 -0.128492 0.157171 0.365521 -0.0338675 -0.330157 -0.396796 -0.679757 0.180711 0.271577 -0.239312 -0.427494 0.348417 0.605334 0.194205 0.533139 -0.259891 -0.00697334 0.0660314 -0.113184
internal_count=361931 51391 31188 23942 20203 18398 13615 975 12640 7246 5755 1070 4685 945 17915 749 725 405 1805 1433 372 328 1281 556 4313 488 106 310540 12181 2324
shrinkage=0.05


Tree=5907
num_leaves=31
num_cat=0
split_feature=1430 1160 428 1174 678 1161 1149 257 1470 912 1464 1450 632 829 1153 1450 141 73 78 57 762 149 239 567 1244 428 567 1466 665 621
split_gain=7.4846 17.5567 12.8875 16.4061 12.8175 13.8905 16.8208 18.339 17.8958 16.8992 16.5358 16.5122 17.2166 16.9177 15.6665 15.6019 16.3391 15.5223 16.4414 15.2966 15.2376 15.6688 14.9282 14.8691 14.7965 14.7657 14.5899 14.4355 15.4074 14.6279
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.9213959352038696 0.023576737199173314 6.0948733974029876 1.0300990262049112 1.0000000180025095e-35 1.6190362871375259 -0.66864575383138913 -0.30720381483482218 -0.37108902840936864 0.42200866323003228 -0.92789801612588763 -0.0073256522684567388 2.5173098417833457 0.88343564287383192 -0.27479726529923953 -0.63187069978309152 0.15900481357722288 -0.67286866586032446 1.203214142172407 -1.863241702561367 2.6808381144923019 1.1143349585383817 1.6453669668074817 -0.50499285886358547 1.3460723653547297 1.7692924978725195 1.0000000180025095e-35 -1.2750737212849097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 14 8 15 9 -7 25 12 -11 -14 20 16 19 18 -16 -8 21 -1 -22 -21 -17 26 -10 28 29 -27
right_child=-2 -3 3 -5 -6 6 7 -9 10 11 -12 -13 13 -15 17 24 -18 -19 -20 23 22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.024331850970448678 0.00035215179419673684 0.00027883797981789342 0.011063571743318165 -0.0075724774536996805 0.026374848821705901 -0.01720204598663222 0.030831281094067423 0.01847269236652907 0.0047079148976417922 -0.037133799155701273 -0.0029080960072140191 -0.0087676734684425852 0.028649323722142517 0.0020259837376260187 -0.0023826944530938986 0.018989779129820691 -0.031332744227637675 -0.031099997252440077 0.12141811581693228 -0.0044745500547576306 0.0049507989455576679 -0.0022666783348559857 -0.044394551452799982 -0.052881004960780388 -0.067981667767222143 0.11872355610990809 -0.033919425826778343 -0.074536059743701241 -0.032148095353162154 -0.010913382694066755
leaf_count=1074 197825 86293 1981 1238 147 603 128 151 1015 148 5301 602 951 671 412 204 1324 1495 26 408 6450 50650 134 156 34 20 245 95 915 1235
internal_value=0 -0.0153378 -0.0485646 0.101398 -0.0573703 -0.0597477 -0.132012 -0.317849 -0.0881244 0.0848107 -0.15015 0.174283 0.303885 0.365764 -0.0388109 -0.38557 -0.464654 -0.387362 0.134934 -0.143024 -0.0324967 -0.0513184 0.0832928 -0.334725 0.16447 -0.29654 -0.0502686 -0.42307 -0.379876 -0.185218
internal_count=361931 164106 77813 3219 74594 74447 14206 2405 11801 2975 8826 2372 1770 1622 60241 2254 2016 1933 438 692 58308 51724 6584 564 238 3525 1260 2265 2170 1255
shrinkage=0.05


Tree=5908
num_leaves=31
num_cat=0
split_feature=12 4 901 570 223 630 1248 708 900 1463 1449 972 265 701 1396 973 846 224 774 1323 1037 842 973 424 1316 705 774 280 975 789
split_gain=7.37626 12.446 16.1898 13.983 12.0715 12.2428 11.6626 12.4643 11.0106 10.8984 10.7682 10.7067 11.0659 13.6842 16.4855 13.0692 13.143 13.0944 13.2757 16.2475 11.0092 12.3866 11.4174 10.593 10.8469 10.4048 10.3921 10.1359 9.82564 9.75643
threshold=2.7607213209561476 -0.45986328059457088 0.01547976873355405 0.34376885373224669 1.428270834861213 -0.77319752502639838 0.3453675297097189 0.90658260147388658 2.4550162294994617 -0.42663541682563072 0.21031501113833881 -1.070754124521563 1.0000000180025095e-35 1.2929485700231178 -0.930412865803942 0.68701625902656449 0.012997242380212654 -1.2645462092706854 0.49935931102619208 1.125173400357564 1.7478812758511832 1.0067928878244186 -0.21462388635556523 -0.88476907093121804 0.44100549925647531 0.10203664890635754 0.021039730234118915 1.139533179605341 2.6752129981587838 1.1248358748350926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 8 25 -3 26 11 -10 -5 28 -13 15 -15 17 -17 -14 20 27 21 23 -23 -19 29 -6 -8 -20 -2 -25
right_child=1 2 3 10 5 -7 7 -9 9 -11 -12 12 13 14 -16 16 -18 18 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016939440125423365 -0.027842253102219688 -0.0093446581429183044 0.054999600786957939 -0.068574722506810806 -0.026278347496119726 -0.029463685953257313 0.090953037131045203 -0.063924509909273092 0.091405587965368573 -0.0011856930338622759 0.050458306937864385 0.0012812595005777885 0.10059480468651145 0.06740522754494141 -0.053875286898084733 -0.041509033741306468 0.040805204117467547 0.041813961464768332 0.063865038895662321 -0.017159252938518492 0.070989266343471844 0.064045856968405632 -0.042955966771027185 0.010063838808240078 -0.049223408423407812 0.040204439527124033 -0.0039446224491470521 -0.04089062664337937 0.036138928410348957 -0.059569217471414394
leaf_count=356214 366 265 219 39 62 347 36 21 30 31 20 3041 31 20 91 106 47 58 184 58 29 66 23 224 99 64 27 23 52 38
internal_value=0 0.0839208 0.405285 0.852123 0.0445341 -0.327537 0.0677914 0.816503 0.0815734 0.999583 -0.369078 0.0665175 0.0971297 0.308127 -0.557335 0.393296 -0.315219 0.502433 0.443201 0.86825 0.221572 0.122379 0.892576 -0.065617 -0.236427 0.262284 1.19975 1.14594 -0.379721 0.0143899
internal_count=361931 5717 627 278 5090 473 349 84 4617 61 59 4556 4138 1097 111 986 153 833 802 265 537 508 89 419 361 126 63 207 418 262
shrinkage=0.05


Tree=5909
num_leaves=31
num_cat=0
split_feature=62 1309 683 958 294 1328 497 705 566 773 1322 1320 904 503 1271 1349 1329 767 789 560 414 843 1469 1385 357 355 903 1031 391 1458
split_gain=13.6418 16.7615 15.9736 19.1342 17.2101 20.9938 16.3678 17.8243 16.0914 15.5644 14.9617 15.7403 14.7963 14.7498 16.6269 15.524 14.7146 17.4379 15.6307 22.0176 18.17 15.5508 15.0168 15.6331 19.2321 14.4973 15.6377 14.475 15.8253 17.082
threshold=-0.67845511463764618 1.0000000180025095e-35 -1.07329023030195 3.9753335407425419 -0.059108009099456869 1.6731450057359838 2.4192885550665473 0.73161970490752004 0.47540348583283593 -0.0069147338139831553 1.0331073916757922 -1.7032628935257796 -0.55041485080573149 -1.0332805289652476 -0.49725788061692439 1.0000000180025095e-35 -1.0946736391605509 -1.0490968975661361 1.1248358748350926 -0.82738139048138037 -0.027253402858413586 -1.32931824641379 -1.161100960392466 -0.50862184900709717 1.9339292390510676 0.18576997640069423 1.3839395282355953 1.0710442084254466 1.0000000180025095e-35 -0.36867865879579104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 27 -4 -8 12 -9 -6 -12 -7 14 15 -1 21 -18 20 -20 22 -3 -19 -24 25 -25 -27 -2 -29 -30
right_child=2 16 6 -5 10 8 7 9 -10 -11 11 -13 -14 -15 -16 -17 17 18 19 -21 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=7.5671936859709684e-05 8.4676634409160151e-06 -0.00040036403813705396 4.6201028774777971e-06 -0.0009506611418110772 -8.8725931350365524e-05 5.8807120196323477e-05 1.2560730719844628e-05 0.00038988823628852446 -0.00018534788620567028 7.5378203259484285e-05 0.0010964710757819152 -0.0003997093365720151 0.0005249081767402877 -6.0948500605568588e-05 -4.7144324787155816e-05 0.00045428847899392461 -0.00016230214163051503 0.00017873229198778835 0.00029964235722114299 -0.00018636250459266152 0.00012289942587164531 0.00059443899806108547 -0.00018822738430245215 0.00012368405215696973 -0.00077745933367125825 -0.00014718451076971487 0.00050173657362935259 -3.9147835718030365e-05 -0.00061244980399046865 -0.00013285122774228322
leaf_count=2200 15051 123 199514 200 12364 753 3327 1630 484 1401 47 1792 1133 81249 4439 871 3445 1580 648 3163 9423 389 3101 3747 189 2615 223 3889 1261 1680
internal_value=0 -0.0312832 0.00158971 -0.0497801 -0.0458779 -0.00554147 0.00855524 0.116906 0.229361 0.244079 -0.12626 -0.362165 0.341324 -0.0512773 0.0579753 0.197481 0.0163449 0.00908478 0.0286296 -0.11195 0.0528282 0.405787 -0.0110796 -0.0483431 0.0139444 0.0335 -0.0979903 -0.0308281 -0.145774 -0.329109
internal_count=361931 117405 244526 38654 38454 24251 205872 6358 2370 3031 14203 1839 1886 88759 7510 3071 28646 28134 24689 3811 20878 512 11455 9875 6774 6585 2838 21881 6830 2941
shrinkage=0.000980392


Tree=5910
num_leaves=31
num_cat=0
split_feature=125 1470 57 1453 1468 1467 1016 1121 1361 1318 1052 1013 1466 1113 1037 693 551 1461 217 1094 1251 755 763 346 1243 867 903 1107 1429 114
split_gain=9.72106 20.954 17.089 19.5659 17.5679 19.755 18.1805 17.6062 17.0727 16.5362 17.2432 16.5637 16.1311 15.3637 16.6396 16.6979 14.9581 14.821 14.7571 14.7522 24.745 18.505 14.9591 15.2289 19.0606 15.5121 16.3018 20.6468 14.8706 15.7532
threshold=0.58518330826110332 -1.3664195657027294 0.72527224708021132 0.10786919360362883 1.0056208477415762 -0.44899544734167229 1.6368561230301943 -0.30954032647895979 1.0000000180025095e-35 -0.62016861023508107 -0.024289965997739551 4.3035854312571686 -0.24079247722810021 -0.31918643062114194 -0.30703169524005319 0.20131582950578888 0.70075070563467123 2.0281427056297527 2.1831132186481939 1.8810513901052739 0.51634516935128638 0.58583312291556033 0.35720372001585082 2.3692614425069878 0.65600791237653844 -0.72818492217606867 0.36339686344443861 -0.6478125987484209 1.13172262110474 -0.48224317521809829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 13 16 9 5 12 -7 -6 19 11 -11 -4 17 -2 15 -15 -3 -5 -10 28 22 -22 23 24 25 26 -21 -28 29 -1
right_child=1 2 3 4 7 6 -8 -9 18 10 -12 -13 -14 14 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.9856603234898547e-05 -0.0010509423124441244 -2.0351790847915139e-05 3.4293387386670151e-05 -0.00011211967425625176 -0.00011558931187283609 -0.00015305805422141178 -0.00083867450917877767 0.00066461629447720503 -2.2175257103012882e-06 0.00010392185775061417 0.0003261176959596784 -0.0016180288791706088 0.0002580734950408327 0.0013317980463795991 -0.00073171179682098063 -0.0011446070748401126 5.4337571723371335e-05 -0.0018035837344494827 0.00013195195347179796 0.00023527220087720516 -0.00064598563502818408 -5.4738373535000149e-05 -0.00032753266173175382 0.0010480508145334372 -0.00049964302133163007 -5.9109194174226932e-06 -0.00063057295236661963 0.0019500001460984984 -0.00011763241949649806 3.4884114811171611e-06
leaf_count=44262 159 46772 3667 564 221 2099 182 268 150394 3490 2583 26 972 51 88 24 18418 24 4659 312 1524 1190 1498 114 569 2017 36 64 15096 60588
internal_value=0 0.0147974 0.0170452 0.0828549 -0.0362642 -0.0857328 -0.212522 0.333624 -0.0138348 0.134816 0.202005 0.0229979 0.0982549 -0.569397 -0.0695699 0.732214 0.000708987 -0.184749 0.00171747 -0.0376157 -0.173851 -0.451697 -0.056923 0.0437592 0.005985 0.103457 0.54766 1.38772 -0.031683 -0.0220546
internal_count=361931 79608 79286 14096 4330 3841 2281 489 282323 9766 6073 3693 1560 322 163 75 65190 588 155053 127270 7324 2714 4610 3112 2998 2429 412 100 119946 104850
shrinkage=0.000980392


Tree=5911
num_leaves=31
num_cat=0
split_feature=785 727 652 588 719 782 927 1389 728 785 660 731 421 213 708 1390 703 499 704 710 816 872 534 81 1111 40 920 963 1469 620
split_gain=14.6726 11.1911 10.8487 15.0676 26.7554 17.2684 18.9578 22.0454 15.8271 18.7993 22.2332 19.8621 18.9809 20.9833 17.9485 18.3535 17.4548 16.5369 15.9371 15.5305 15.5178 16.4131 15.1694 15.1857 15.1598 14.832 15.6258 14.7834 14.7571 14.6486
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.55024281929118113 2.250834115212506 1.0000000180025095e-35 -0.33729624418304543 1.0483613175537825 0.43172922149609222 -0.49008176997875957 0.58460966528228819 0.26872683687560334 1.7256957373890334 1.0160659283641305 1.1638255135363977 -0.19881124598508979 -0.89507533606851497 0.20484415756453084 -0.82932542098353745 -0.79545638581664257 0.32475834270347409 0.98567350059335823 3.0757328524286596 1.9908389698617703 -0.26647252145116335 1.5266904807329891 -0.60919465559458574 1.0000000180025095e-35 -0.73225849769412554 1.3055744285108648 -1.130853321005749
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 8 5 -5 -7 -8 9 10 14 -12 13 19 16 -16 -4 -11 22 -13 21 -10 -19 -24 25 26 -15 28 -20 -21
right_child=2 -3 3 4 -6 6 7 -9 20 17 11 12 -14 24 15 -17 -18 18 27 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.4947514518211403e-06 6.0707490439925586e-06 7.8584331917560309e-05 0.00031895780604927445 1.0763316028561212e-05 -7.2580676670473587e-05 0.00027350203537060809 6.8225334114122428e-05 -0.00098644540078826983 -5.3394358621881903e-05 7.4924601945188264e-05 -7.8868304878615631e-05 0.00099053286395716159 -5.3860690986160701e-05 -7.2207995614105002e-05 -0.0002561427113660577 -1.9941437240122134e-05 -4.3343873561655882e-05 -0.00034810896110398765 0.00020874351164884184 0.00041504000305097818 6.6564010589544127e-06 0.00021510187254464969 -0.00021008906975884285 0.0011893091065920995 -0.0010013426273656259 -0.00013430494922866338 0.0011170593350112619 -0.00015749093286259678 -0.00054040092366288643 0.0001670291834085271
leaf_count=12551 105863 17008 1243 3104 5890 3544 384 118 142303 2957 2364 110 2521 102 2174 10362 1185 2714 1411 1339 29920 1082 188 85 116 1070 90 2681 225 7227
internal_value=0 0.0405567 -0.0129927 -0.0229779 0.0503641 0.132922 0.223352 -0.155715 -0.0284937 0.0132416 0.0411424 0.103898 0.142413 0.183976 -0.0227455 -0.061407 0.1462 -0.0803622 -0.144173 0.22494 -0.0394409 -0.0516722 -0.301232 0.374702 -0.0840027 -0.0201927 0.514949 -0.057799 0.131852 0.213014
internal_count=361931 29559 332372 226509 13040 7150 4046 502 213469 40164 29903 14939 12575 10054 14964 12536 2428 10261 7304 8676 173305 143385 2987 273 1378 1262 192 4317 1636 8566
shrinkage=0.000980392


Tree=5912
num_leaves=31
num_cat=0
split_feature=785 728 125 1470 728 507 926 869 909 21 1323 257 430 1206 57 602 1311 192 689 845 359 651 911 1246 488 1049 363 156 984 951
split_gain=16.2914 12.3846 12.0748 19.3947 17.1161 25.3857 23.9036 23.8617 23.5571 18.756 18.2873 17.8685 17.8248 17.022 16.8924 20.9843 17.8537 18.2679 16.5204 16.1756 22.7789 16.0877 25.9102 18.544 17.0789 16.738 15.9935 17.8765 15.9873 15.6516
threshold=-0.86283290253235112 -0.49008176997875957 0.58518330826110332 -1.3782462404802098 -0.90320472132347296 1.0941628986121894 1.0000000180025095e-35 1.0000000180025095e-35 0.9119020701661501 0.62211875780133752 -0.20759369672708256 1.0000000180025095e-35 -0.55330194412233291 -0.89070711086558196 1.0000000180025095e-35 0.66849908449309148 -1.23119566256695 -0.43085510457888271 1.1511195098725142 -0.63685020017592597 1.5083148896890295 0.58396494997324677 0.56857784327503591 -0.77826464138659079 1.5551024297216605 0.32173640171098822 -0.34906534318554444 -0.67214647191702082 1.366647180979647 0.4454315257619969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 9 7 11 10 29 26 -6 -8 -14 -5 16 -16 -18 -7 -11 -21 23 25 -12 -24 -23 -9 -28 -25 -2
right_child=2 -3 3 14 6 18 12 8 -10 19 21 -13 13 -15 15 -17 17 -19 -20 20 -22 22 24 28 -26 -27 27 -29 -30 -31
leaf_value=-9.7107425167950302e-05 -7.3083380556729123e-06 5.6739112322610678e-05 -0.00082942259681596613 -1.5239811562907678e-05 -3.2587425739866319e-05 0.00018462034860500324 -8.7614618419461475e-06 -1.2883420228801377e-05 -0.00018635178826853144 -0.00024798615093344506 0.00027146480658671193 3.5701292709506125e-05 -0.00017765780081557234 -6.937884071438793e-05 -0.00017033746372582928 -7.8126703399343902e-05 1.8506154667266775e-05 0.00014327761160394937 -0.00014324976081415416 1.8112686556656821e-05 -0.00065913190088532812 0.00018135182762492159 -0.00048640783781722809 5.5938348385406521e-05 0.00076482701271106878 -0.0002956000814231186 0.00011057070856460552 -0.00021043618446977907 -0.00028607866365065407 0.00011928755577398534
leaf_count=3396 28828 26163 143 46157 39941 5425 25644 9120 8359 2680 2091 45203 14796 43255 1377 4390 8913 12100 917 3864 266 1316 1142 8637 58 584 1466 8584 1231 5885
internal_value=0 0.0423473 -0.0140037 0.0105194 -0.0226923 0.0171351 -0.0329626 -0.0132063 -0.0650677 -0.00598959 -0.0350859 0.00813748 -0.0693335 -0.0945377 0.0120467 0.0534159 0.0800406 0.094298 0.145105 -0.114124 -0.0254447 0.0283554 -0.125717 0.0719338 -0.421294 0.0402145 -0.0919484 -0.167864 0.0234932 0.0178838
internal_count=361931 29559 332372 73080 259292 47865 211427 127732 42588 41523 34229 85144 83695 58051 72937 26780 22390 21013 6342 6810 4130 15059 3100 11959 1200 1900 19170 10050 9868 34713
shrinkage=0.000980392


Tree=5913
num_leaves=31
num_cat=0
split_feature=785 120 404 608 45 692 1257 1042 432 1039 1422 1113 1466 1466 1463 21 224 1453 496 374 1467 644 488 477 439 703 1272 811 671 209
split_gain=13.1549 11.3839 15.4499 18.619 15.7678 14.2142 16.1206 15.9249 15.6255 15.6016 15.2402 15.1218 13.8778 20.532 24.7466 28.375 15.7952 19.1291 15.0901 17.1098 16.0047 19.6989 17.5682 15.3792 15.6078 20.3125 15.7032 15.0177 22.9364 17.3733
threshold=-0.86283290253235112 1.0000000180025095e-35 0.76881834321921005 1.6529830500154947 1.0000000180025095e-35 0.61106144195139356 1.768751683664193 -1.1360915227159818 -0.50924962834980281 0.98689883576939985 2.2143962547191078 0.18801796532672441 0.37829601484295772 0.33394102906587103 0.26178017910560175 0.81122649975724037 -0.77593794687092166 0.29725656340556916 -0.52318489920737588 1.2786303643043428 0.80406431616723528 -0.34929633066952553 -1.7140395022171011 -0.61860042855786568 0.92967818518057688 -0.061485288241105662 1.0425293070791588 1.0000000180025095e-35 2.6425086185778714 0.31762315170549854
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 -3 5 -5 7 8 -4 10 -8 -7 -12 13 18 16 -16 17 -15 20 27 21 22 -2 24 -21 -26 -27 28 -20 -29
right_child=1 2 3 4 -6 6 9 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 19 23 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=3.7929216186471701e-05 -0.00051233992685815045 -1.89782137908024e-05 -0.00032205744099260446 0.00041672614260624812 -0.00043429357763671427 -0.00011673571884750771 0.00087799788748919307 -4.2306009652441401e-05 -0.00036774351696182401 -0.00093333852306226497 -4.9756621603412334e-05 0.0025144540937620261 3.2629896538752277e-05 -0.00029448331405549234 0.00025597050932971057 -0.00074378946059711407 -0.00053368122622394121 0.00088398145577692558 1.5622163082067081e-05 -5.6067063361949819e-05 7.2440709441853358e-05 -0.00012186252368493897 -8.5347388788209206e-07 0.00014073055490164266 0.00057699593139746497 6.4028008971510401e-05 -0.0012649630733345832 -0.00011531063636195706 -0.00020549931479886278 2.2552763866253874e-05
leaf_count=29559 516 104729 1754 580 146 2004 141 15469 3314 46 34 25 45915 331 707 208 1361 82 72350 5759 5503 21000 17717 8409 488 377 56 13267 2218 7866
internal_value=0 -0.0120123 -0.0313579 -0.0964315 0.2629 -0.113252 -0.229629 -0.0717466 -0.257592 0.515589 -0.0792513 1.21311 -0.00161577 -0.0124174 -0.222216 0.0689284 -0.407453 0.00396575 -0.00893631 0.00485396 -0.048505 -0.0668007 -0.0117009 0.0789965 -0.0091703 0.275402 -0.117959 -0.0063989 0.00847792 -0.0630942
internal_count=361931 332372 128242 23513 726 22787 5564 17223 5377 187 2063 59 204130 158215 2689 915 1774 413 155526 110790 44736 39233 18233 15089 6680 921 433 95701 74568 21133
shrinkage=0.000980392


Tree=5914
num_leaves=31
num_cat=0
split_feature=785 1027 405 885 1449 1455 125 1466 683 1377 1002 1450 1248 409 572 1061 1004 1454 893 1075 858 639 20 75 1467 1118 294 1185 1387 85
split_gain=11.2016 10.7309 10.7579 10.4516 16.0764 24.4861 15.9707 17.5721 17.4165 15.9355 16.1433 16.9203 16.3564 15.8923 15.5348 18.8034 19.6888 17.3494 15.9377 15.439 14.9832 15.5954 15.595 17.4706 14.9678 15.3297 14.6213 14.6657 14.3274 14.1827
threshold=-0.86283290253235112 1.0000000180025095e-35 3.5736363738346935 0.35018306414905159 1.2624102624837521 1.2270625707982405 1.0000000180025095e-35 1.4808384683488722 -1.07329023030195 -1.0606629817441902 -0.32459312438081372 0.2851047416766056 -1.3972270305553784 -0.30382463307837898 -0.80326163028523578 -0.87357009987099121 0.59444477453878863 0.83666458647197584 1.0000000180025095e-35 0.50369288897393738 1.0825608069246189 1.0428001994137133 0.57327880256607733 -0.38955091406748199 3.0124991923077498 0.37493962751553139 -0.93296500049690056 2.5744688783126342 -1.0773099224353142 1.0878018570072037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 9 -6 8 19 -7 -5 11 12 -11 -14 17 16 -16 -12 -19 -8 21 29 23 -22 -17 28 -13 -28 -26 -15
right_child=3 -3 -4 4 5 6 7 -9 -10 10 14 26 13 20 15 24 -18 18 -20 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=6.37872680134253e-05 -2.1141198860268221e-05 -3.647368054404e-05 -0.00063091667606846795 -7.2956046799198886e-05 0.00014950806416078369 0.00065149131744641272 0.00024945926850240065 -0.0006748720164947116 -0.00063497958836127716 -0.0005753078000032693 0.00012397917328047376 -0.00064429715467253211 4.4389629382714705e-05 0.00028188096673806626 -8.2128744255084669e-05 -5.1442868841761286e-05 0.00027185814733666407 -6.9522159667093406e-05 -0.0008493923953993087 -0.0012729100429862683 -0.00087123397280349055 -0.00015642229454979794 0.00047707046029556171 -1.703326763003436e-05 -0.0010546422271295471 -0.00034939573013632777 -1.2093041378054411e-05 -0.00070034949052951107 0.00074468283545554219 -7.0144770166679769e-06
leaf_count=21118 234941 8294 147 15640 6748 70 526 140 540 281 5774 244 14293 5250 1255 35202 1714 645 194 33 200 686 150 294 29 105 5923 168 258 1069
internal_value=0 0.0348072 0.0613437 -0.0120194 0.00733612 0.100894 -0.182849 0.0148121 -0.49683 -0.00186057 0.01105 0.0539538 0.0835352 0.0892688 -0.0150035 -0.0325073 0.133041 0.0837671 -0.216666 0.173054 0.174885 0.206892 -0.15197 -0.343152 -0.0473879 0.373009 -0.0508726 -0.0307919 0.624172 0.239518
internal_count=361931 29559 21265 332372 97431 8057 1309 699 610 89374 73734 28558 22223 21942 45176 38563 2969 6613 839 559 7649 7005 644 494 35594 392 6335 6091 287 6319
shrinkage=0.000980392


Tree=5915
num_leaves=31
num_cat=0
split_feature=785 652 566 782 1470 140 707 982 1453 590 647 647 510 796 854 631 1080 779 638 831 1144 972 831 1394 99 836 54 1382 1243 835
split_gain=10.951 10.2896 13.9243 15.8344 17.9143 15.3965 21.8923 15.5097 13.7042 13.6457 57.3978 29.6855 19.8647 16.3296 31.95 16.3636 16.2938 16.5787 16.1518 15.8652 14.8141 15.6772 14.8088 16.1052 15.5849 15.8236 14.7417 14.6518 18.898 14.5665
threshold=-0.86283290253235112 -0.55024281929118113 2.1710320005650359 -0.33729624418304543 -1.3545928909252491 1.2105731329078739 0.65980228788146877 0.10945181916776058 3.5235182473523379 0.58895901036483078 -0.87782724458594241 -0.87782724458594241 1.0000000180025095e-35 0.38087715954262297 -0.87473648844905705 -0.98955486356935307 1.323361361534652 3.7087191017846313 0.41750361118425583 -1.3345673061720158 2.1552901501278288 -0.9523427734476021 1.083546711667142 -1.1412672822449308 1.0000000180025095e-35 1.0674639720252068 4.4978939705078274 0.75194740070963795 -0.5714548599061694 -0.48391147024683073
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 -4 -5 7 -7 -6 -9 11 22 13 -13 -2 20 -16 17 19 -12 -14 21 -15 -11 -24 -25 -26 -21 -17 -29 -20
right_child=1 2 3 4 5 6 -8 8 -10 10 18 12 16 14 15 27 -18 -19 29 26 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=3.4639194105080985e-05 -0.00013826036965512543 -2.4573777818092185e-05 -4.6875456486230442e-05 -0.00067899966666918059 9.8804922337736471e-05 -0.00047276978406469132 0.00054440331286202041 0.00038303041448435604 -0.0011297813642879143 0.0002217563737760481 8.0106656339858875e-06 -1.1443302458970301e-05 -0.00022543380870848804 -0.00078128056397517665 0.00017773960953434761 -0.00022260591675455393 0.00020270510952984978 0.00061386368682516952 -0.00062460151985117222 5.4413485396679342e-05 -0.0014789704487601337 0.00051695243649920906 -0.0011042570650725834 0.00098024919450992128 0.00053758538610250688 -0.00087556786734810442 -0.0014407907870474343 -0.00045717122819080016 0.00040729895891886684 -8.0165131816147748e-05
leaf_count=29559 11997 217600 3762 125 2760 387 132 1713 30 3896 11801 47890 1539 49 1116 2846 3525 257 410 17937 21 708 34 270 147 42 38 189 428 723
internal_value=0 -0.0109889 -0.0207242 0.0655767 0.144028 0.16438 -0.20202 0.205292 0.365909 0.00771263 0.0650883 -0.00457945 0.0166938 -0.0921529 0.0151353 -0.0684791 0.0713184 0.0438642 -0.0162321 0.0360495 0.407184 0.452318 0.271845 0.608449 0.689112 0.233078 0.0526401 -0.150032 0.164074 -0.286374
internal_count=361931 332372 226509 8909 5147 5022 519 4503 1743 105863 17323 88540 71186 17354 5357 4579 23296 19771 12934 19514 778 757 4389 493 459 189 17975 3463 617 1133
shrinkage=0.000980392


Tree=5916
num_leaves=31
num_cat=0
split_feature=728 189 703 473 138 1202 152 1047 567 1047 968 1303 659 705 588 639 797 844 1073 1229 1400 1043 973 1104 1458 1039 552 501 557 777
split_gain=7.68637 10.6504 12.184 13.6033 14.7734 12.6732 13.0768 12.3579 12.3266 11.6366 10.9891 10.6201 10.5668 11.806 14.6866 14.9479 14.9517 15.4648 15.001 16.501 14.1685 16.2004 13.5793 13.541 15.8677 17.254 15.562 14.0124 14.1089 15.1986
threshold=1.0000000180025095e-35 2.7059755265676442 -1.0110076602438094 1.0000000180025095e-35 0.48847374197381438 -0.93857026064088511 -1.0683302314893257 -0.62055919587111241 0.50898009991608517 1.1489937941233663 0.32530876891727084 -1.0000000180025095e-35 0.62821384419828064 0.89008618839080589 2.250834115212506 2.7394155868438115 1.0000000180025095e-35 -1.2610665342523439 2.2229405017362351 0.68842730247739281 -0.13868038122798121 -0.70338329190764881 -0.6189468215045022 -0.35912262658349597 -0.23097911365038068 2.6655135841621678 -1.4226712411519287 -0.55382761009555326 2.9592004261413569 -0.82400030038455763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 5 4 -4 -3 -7 -8 9 10 11 -6 13 23 15 16 17 -15 -18 20 21 -20 -16 24 26 -26 -1 -25 -29 -30
right_child=-2 2 3 -5 8 6 7 -9 -10 -11 -12 -13 -14 14 22 -17 18 -19 19 -21 -22 -23 -24 27 25 -27 -28 28 29 -31
leaf_value=-0.014807217331321813 -0.0010796155023032122 0.10991671908205687 -0.012115677631899836 -0.026432990081164766 0.061733257354583827 -0.030063736220000466 -0.0053566697156702293 0.051394798090100925 -0.025781497298153357 0.10193783247396478 -0.022480062919385861 -0.043526246668065871 -0.0014853532922006218 -0.0075317394569848683 -0.00031983852997389032 -0.011981309106707708 -0.0022062781459796605 0.0036312284419206505 0.038410494316116435 0.047401808756042649 0.025693406109193906 -0.015151053773697279 0.013311169801430503 0.003037337552104535 0.00098986731539746158 -0.015515308321795812 -0.0027181417641622442 0.00013663186881469902 0.024430256905244911 -0.025164874273080663
leaf_count=2121 109090 31 1043 1091 94 272 195 153 78 26 65 35 40694 2091 1350 1546 14382 32621 89 114 307 434 2425 28256 28975 1074 27605 64928 106 640
internal_value=0 0.00394862 -0.169197 -0.251892 -0.0848853 0.248736 0.137108 0.458648 0.426381 0.729199 0.457461 0.904828 0.00528476 0.0118949 0.0405579 0.0297572 0.0355034 0.0615991 -0.0250958 0.251889 0.122332 -0.112266 0.170572 0.00117566 -0.0272809 0.00994402 -0.0680145 0.0181906 -0.000622876 -0.347075
internal_count=361931 252841 3083 2432 1341 651 620 348 298 220 194 129 249758 209064 55359 51584 50038 34712 15326 944 830 523 3775 153705 59775 30049 29726 93930 65674 746
shrinkage=0.05


Tree=5917
num_leaves=31
num_cat=0
split_feature=785 728 125 1470 57 602 192 1311 768 1048 1393 728 507 926 869 909 626 306 225 430 21 708 1206 257 1322 689 845 359 72 85
split_gain=12.4241 11.1349 10.9494 18.5538 16.8736 20.9088 17.6327 19.0341 16.2855 15.5698 16.0088 15.4184 24.001 21.4751 22.9414 23.3716 18.3954 18.1461 18.9375 17.7786 17.6993 17.4576 16.8722 16.8548 16.5366 16.3668 16.2643 22.8309 15.869 16.1998
threshold=-0.86283290253235112 -0.49008176997875957 0.58518330826110332 -1.3782462404802098 1.0000000180025095e-35 0.66849908449309148 -0.43085510457888271 -1.1871207999173421 1.2305645732677049 0.9687098493396209 -0.010455111079415423 -0.90320472132347296 1.0941628986121894 1.0000000180025095e-35 1.0000000180025095e-35 0.9119020701661501 -0.31839690630110712 1.0505480127069649 -0.47634473380030767 -0.55330194412233291 0.62211875780133752 0.53682057503514458 -0.89070711086558196 1.0000000180025095e-35 -1.7015786610131234 1.1511195098725142 -0.63685020017592597 1.5083148896890295 -1.8495585448559102 0.042653815814809974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 -5 6 9 8 -8 10 -6 12 20 14 23 16 -16 18 -18 -15 -2 24 -21 -13 -20 -14 -22 -28 29 -24
right_child=2 -3 3 4 5 -7 7 -9 -10 -11 -12 13 25 19 15 -17 17 -19 21 22 26 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=-9.5186901338552412e-05 1.7795395944476582e-05 5.0969425124146802e-05 -0.00081470745348296279 -1.4537431200892641e-05 -0.00011843300018573552 -7.7256546431865339e-05 -9.1467651578343889e-05 0.00014734106014673836 -0.0010957857465285234 0.00022173355637955332 6.9298233865048339e-05 -3.009093070304075e-05 0.00018136559429254734 -4.1758035485890899e-06 -0.00010056717586281673 -0.00018330839248843452 0.0001039489109904408 0.0002366669240386593 -0.00076507274007987607 -0.00017284882591626395 -0.00024465051802310272 -0.00034354224315490914 0.00029804014236254982 3.6284635753596144e-05 -1.9137686491269053e-05 -0.00014503892254062511 2.2357203393276494e-05 -0.00065648335341184593 -7.0090178729805846e-05 0.0027475859111618984
leaf_count=3396 34713 26163 143 46157 4331 4390 696 11979 100 1296 3988 39941 5425 25644 15549 8359 5903 1715 280 14796 2680 1686 570 45203 9096 917 3864 266 42657 28
internal_value=0 0.0372281 -0.0120851 0.0112748 0.0127619 0.0541238 0.0807103 0.130767 -0.205557 0.00926338 -0.0260767 -0.0203699 0.0174557 -0.0301299 -0.0113967 -0.0623073 -0.0324164 0.0194098 -0.00868369 -0.0646606 -0.00505127 -0.0726019 -0.0898696 0.00954059 -0.0347149 0.141945 -0.110202 -0.0211957 -0.0661744 0.395391
internal_count=361931 29559 332372 73080 72937 26780 22390 12775 796 9615 8319 259292 47865 211427 127732 42588 34229 18680 16965 83695 41523 11062 58051 85144 9376 6342 6810 4130 43255 598
shrinkage=0.000980392


Tree=5918
num_leaves=31
num_cat=0
split_feature=785 889 1098 345 290 21 1245 150 154 4 570 66 12 1009 1185 518 291 422 1053 302 500 352 155 1175 854 208 1105 897 1040 562
split_gain=10.7722 10.3533 10.6105 15.3429 16.5624 14.7623 13.2905 15.6213 12.6314 12.2508 11.3362 13.8389 12.0406 11.2859 12.2895 11.1114 10.941 10.8678 10.7368 11.4395 10.6704 13.2885 11.5415 10.6351 10.635 12.2017 15.1793 12.8743 12.4978 12.4526
threshold=-0.86283290253235112 1.0000000180025095e-35 -0.65750918523183322 -0.052552023551639043 0.9530694280514389 2.8914116612721714 1.3169216604439387 -0.49913221342008979 1.7279623084711739 -0.68296856234536429 0.28650774438924953 0.97650219954635131 0.25965998720405231 1.0000000180025095e-35 1.8513568661262731 1.0794040238867422 0.370861753945957 2.3249880148596573 0.71305784329713895 1.0977637733251204 -0.75041887375579053 -0.51143005917915363 0.50454373655652607 -0.20568358450838409 -0.87473648844905705 -0.80711550092788198 -0.57891410088000816 -1.1140887046697192 -0.27121933531644782 0.86488160516320833
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 6 17 10 23 24 -6 11 -4 15 14 -11 16 -12 -5 19 -9 21 -10 -22 -8 -1 26 28 -27 29 -26
right_child=-2 -3 3 5 9 -7 7 18 20 13 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0002267540939340425 -1.1013432687644324e-05 -3.5191594157645192e-05 0.0001051691754863695 0.00022448856610265188 0.00012138715025889613 -0.00077009327009513106 -0.0015968109677834614 0.00034420083245558864 -0.0004944096672384017 -0.00022209364028286764 -0.0002878032586104764 0.00048718840606583899 0.00024539827627096126 -0.0011725728084758197 -0.0017980768290075406 0.00057803004187725003 -0.0011871538833307955 -0.00051978395868104092 -0.0010871575591202027 -0.0013117566057208078 -0.0001848654528069894 0.00072541199458918816 -0.00083392847360314341 -0.00038403765595204241 -0.00033336164292449019 -0.00046507704132942073 0.00046716293492880985 -3.7998409617109777e-06 0.00020712074988456317 -0.0021860109834360843
leaf_count=1294 332372 8308 2132 5124 281 81 65 209 71 417 272 586 252 95 27 48 96 99 37 21 432 104 210 85 176 324 605 7787 300 21
internal_value=0 0.0347006 0.0608324 0.11523 0.0200857 0.199573 0.0806319 -0.295355 0.013212 -0.284386 0.1278 0.191663 -0.138778 -0.485772 -0.326542 -0.379244 -0.523441 0.21436 0.0190713 0.193261 -0.261633 0.221518 -0.403821 -0.890097 0.0342546 0.00764921 0.239335 -0.0218156 -0.0780307 -0.57891
internal_count=361931 29559 21251 9927 4623 5304 3803 417 11324 820 3386 2718 668 539 444 416 368 5223 267 230 817 175 642 150 10507 9213 1102 8111 497 197
shrinkage=0.000980392


Tree=5919
num_leaves=31
num_cat=0
split_feature=785 11 566 79 905 21 492 625 1116 16 704 156 971 415 691 1029 429 774 1182 501 1380 1439 77 155 304 501 896 203 1287 172
split_gain=7.70798 9.10262 13.1324 11.7101 12.7912 12.5813 12.5011 15.6707 13.6861 13.5566 11.9599 11.6974 11.3972 15.0321 14.1496 11.9989 11.4063 12.4503 13.8919 11.0264 11.3987 11.0205 10.9746 10.7512 10.9803 10.6401 12.1025 13.404 10.6053 10.6139
threshold=-0.86283290253235112 -0.43004099918132083 0.99588418100243192 -0.44097468684777547 1.9070432004997857 0.2439032738895319 0.25848890342200087 0.22457061074466941 1.3263489042875467 1.5975963385961813 0.35568137911347525 0.14224139104739972 -0.66299992046052747 0.14055365037949411 0.077689774881010226 -0.36620993273385999 1.5379941647235922 1.0000000180025095e-35 2.4840240950107395 -0.28239639666845601 1.6483235592182905 1.0000000180025095e-35 1.412328194373216 -0.81501202959800667 0.87498616197180723 0.23752818116373034 0.68324714327999969 1.6436232400911501 1.1763035833334732 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 9 10 -9 25 -8 -4 13 14 19 -14 17 -17 -19 23 -21 -12 -18 -3 -25 -5 27 28 29 -27
right_child=-2 12 11 4 5 -7 7 8 -10 -11 21 -13 15 -15 -16 16 22 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0049222572483106327 -0.0003076704144963781 0.018608225239900241 -0.007029416563938475 -0.0023585739255021334 -0.0068191555909048272 0.052994028671683069 0.00093697985311215384 -0.02685432707791174 -0.098475967304815046 -0.044593387430711423 -0.0012698777958606257 -0.035742408858466947 0.0024703129406873467 -0.014777119157650745 -0.013197533086778679 0.0048805355258162812 -0.0060319713438429321 0.019267391336881063 -0.050037021091432689 0.018736918400895107 -0.033135822061928978 -0.049282232403057472 -0.097823077201420458 -0.0051815438004652508 -0.060204804957941442 -0.0086253352636420835 0.05438400905685134 -0.048722641787978402 -0.062550073174014967 0.041086154554550697
leaf_count=3907 332372 241 1077 2100 86 107 692 383 41 101 120 251 12352 1025 636 1975 321 1854 38 855 59 162 21 661 60 95 90 76 25 148
internal_value=0 0.0327928 -0.0266731 0.00776842 -0.0771838 0.51022 -0.104929 -0.285854 -0.692627 -0.0127345 -0.133576 -0.243057 0.0601955 -0.0582071 0.0362638 0.0853679 0.191173 0.225468 0.357238 0.134546 0.309683 -0.560141 -0.224597 -0.0397202 -0.183861 0.0183257 0.3571 0.143872 0.343179 0.473515
internal_count=361931 29559 9461 8133 4226 193 4033 1398 424 2635 974 1328 20098 3537 2512 16561 4209 3867 1892 1876 914 282 342 962 721 2534 434 344 268 243
shrinkage=0.05


Tree=5920
num_leaves=31
num_cat=0
split_feature=1430 1367 1469 800 900 1434 609 1450 1424 1191 673 276 797 155 1454 142 225 1193 221 771 194 690 810 402 1299 1466 1451 889 706 1167
split_gain=9.82178 22.8044 15.787 15.1019 14.5355 14.1394 18.0681 23.0691 21.1284 16.0798 15.9334 14.6737 16.2059 16.0286 15.6023 16.8477 16.6131 14.4673 17.1508 14.4539 13.9312 17.0015 17.9995 15.4261 14.9692 15.4676 17.9044 14.5607 17.8128 15.5019
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 -0.57812715656594349 1.2044253514846195 -0.42195508979895918 0.98843275535716713 0.77564961053780224 1.0000000180025095e-35 0.5099920227348671 1.0000000180025095e-35 1.6960075447371856 1.0000000180025095e-35 2.0030223184608262 0.10128998396582999 -0.47297910497782242 1.8118818638397023 3.5149683418232556 -0.25076701420753861 -0.33411002795102746 0.58307762070518543 1.2606525530590142 -0.65819684525605759 1.0000000180025095e-35 0.69830983612512221 1.4251016753579637 0.01986507935517362 2.6474452267957287 0.36331600580378809 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 8 -8 10 -7 -4 14 13 -13 15 -10 17 -16 -19 -9 24 22 -22 -24 27 -26 -27 -3 29 -29
right_child=3 20 5 -5 -6 9 7 19 11 -11 -12 12 -14 -15 16 -17 -18 18 -20 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=8.2837077347812366e-05 2.6186786679747853e-05 -4.5166065591260777e-05 -0.00032447964614968879 -6.2557105544353724e-06 0.00015371115636410564 -2.5007696027760397e-05 -0.00037863881776592143 -0.00048054461659918313 4.7160953741404628e-05 -0.00017001695207396054 2.452126472922979e-05 0.00043988240639008548 -0.00038781843112778127 0.0021275658786855246 2.7582036350911462e-05 -0.00023024111377957954 0.00082826501160978639 0.0021945940147091538 -0.001230490748289426 0.00040041713591563278 -2.046389036985293e-05 -0.00014564440688180565 2.6244623262445775e-05 0.00017220361038466678 6.6810007823825388e-05 -0.00045279579329163331 9.5482244985901809e-05 0.0002751025364000523 0.00090482651964596272 -0.00038586557030184703
leaf_count=3304 32857 50903 6029 160013 4955 38718 3490 170 2843 8199 2315 522 253 40 2961 5242 213 39 24 355 7354 2049 6583 7412 12731 630 517 661 185 364
internal_value=0 -0.0218539 -0.0607746 0.0037207 0.0444314 -0.0722711 -0.133847 -0.29504 -0.090993 -0.0460571 -0.239126 -0.0219649 0.360899 0.590105 -0.0491567 -0.125006 0.10715 0.0547717 1.40761 0.165575 0.00120901 0.0459001 0.0639156 0.111711 -0.0183316 0.0455421 -0.202609 -0.0394459 0.224085 0.0994563
internal_count=361931 164106 74717 197825 37812 71413 24496 4015 20481 46917 8344 12137 815 562 11322 8085 3237 3024 63 525 89389 23398 21349 13995 65991 13878 1147 52113 1210 1025
shrinkage=0.000980392


Tree=5921
num_leaves=31
num_cat=0
split_feature=1442 702 1456 138 752 503 1355 194 256 293 843 288 708 1124 973 361 577 1047 222 929 1466 420 625 1174 696 561 1461 72 1326 968
split_gain=7.65588 15.0154 14.1634 14.3612 14.0857 14.5069 14.0158 17.389 13.8844 18.5113 15.4857 13.8256 14.4563 16.1358 15.0501 15.6334 14.3566 13.6892 15.9982 16.1809 13.6965 14.8991 14.046 13.4458 14.3884 13.8109 13.2723 15.574 13.7596 15.161
threshold=-1.2625182715263061 -1.634372087230789 0.11689593787942389 0.011185647378879829 -1.0752335520519363 3.9789359817669792 1.8622484740039453 1.0000000180025095e-35 1.0000000180025095e-35 3.2109667878964587 -1.7739538903075267 -0.13388889941589333 0.50568272017714522 2.452237007405119 -0.64320619761343845 3.11407376107858 0.96400091771382934 -0.65357324419190499 -1.7397663527844431 1.4515737196029159 0.22102537179061435 1.3379772602685409 -0.073923026964764771 1.6765992819087938 -0.26284973086287944 -1.3483891366026477 1.6859053074631882 0.11461278165134324 0.97872515566953877 -0.23193785467715042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 11 -5 -8 9 -4 -10 23 13 -13 17 16 -16 20 -19 -20 21 -14 -23 -2 -25 -26 27 -12 -29 -30
right_child=4 2 8 6 -6 -7 7 -9 10 -11 26 12 14 -15 15 -17 -18 18 19 -21 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0083613143187383047 0.00052269532510567404 -0.0025404491535886333 -0.0020859677930169271 0.00088529658077707524 0.00047608266926408687 -0.024386458304378262 -0.0063730639786012053 0.028186726862349729 0.016533367421444897 0.07886925336333872 -0.019206848346285069 -0.00044006959976855867 -0.034214792922316759 -0.031057731179325945 -0.017672842954054649 0.067572437428152929 0.00027511936162088411 0.10582479329660072 0.015212165718447385 -0.03158099940406759 0.010769404317028504 -0.048810900669324607 0.067885001890524668 -0.025352235717347384 0.048787362347724794 -0.0058329054200957041 0.0098247550989417377 -0.0085192235214461617 -0.021063408012846434 0.049010742822730491
leaf_count=2523 31845 35590 8604 25166 229249 616 354 474 441 34 4430 9146 465 477 4222 28 875 23 710 139 242 27 40 1106 64 1535 467 2808 107 124
internal_value=0 -0.0259066 -0.0326884 -0.0151611 0.00272436 -0.0383928 0.0299529 0.320298 -0.105652 -0.0318435 -0.193345 -0.0338772 -0.0981693 -0.0296665 -0.191075 -0.267668 -0.281448 0.0127492 0.217493 0.159701 -0.241166 -0.496388 0.555256 -0.00349765 -0.203983 -0.0521818 -0.223489 -0.257579 -0.11406 0.493938
internal_count=361931 81122 78599 61584 280809 51560 25994 828 17015 8638 8377 50944 16394 9623 6771 5125 5097 1646 872 849 774 532 67 34550 2705 1599 7936 7469 3039 231
shrinkage=0.05


Tree=5922
num_leaves=31
num_cat=0
split_feature=545 1442 322 910 503 1181 362 513 834 569 1313 1388 971 1178 428 972 843 697 352 155 1218 215 846 417 740 1392 970 967 917 327
split_gain=11.2233 14.7057 15.8686 14.505 15.6555 16.3281 16.7517 16.505 16.1953 14.6923 17.4756 17.4027 16.5728 17.0084 16.1985 14.5293 14.257 14.1637 14.0883 13.9771 13.9198 14.5988 20.7269 14.3112 15.0858 13.7776 13.6161 15.5166 13.6068 13.3393
threshold=-1.0372938969678034 -1.2625182715263061 1.0000000180025095e-35 1.1864709727902141 -0.92115969566800648 1.804296067898749 0.63709073586708376 2.0831197595613671 0.35807936239523669 1.251596859177363 -1.4937025404763973 0.78813751225193751 0.9970754427091939 -0.42899803340743276 1.6247018280565928 -1.3233650068126794 2.539957888746601 1.8266976228282321 1.3419366905206014 1.3991578153053619 -0.45767874637388051 0.78515720817408685 -0.43277419530719496 0.71593279198100024 1.0000000180025095e-35 -0.47111575111572779 -0.78913845500725943 -0.59288592321388645 0.69752360418305726 2.8750784862951453
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 26 9 15 10 12 25 -6 -14 -12 18 29 -13 -9 -5 21 -4 -23 24 -24 -11 -7 -28 -26 -3
right_child=1 16 20 19 5 6 -8 8 -10 11 14 17 13 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 28 -27 27 -29 -30 -31
leaf_value=-3.1786826952692775e-05 0.00018007623443580452 6.4763742029367987e-06 -0.00029490430537432275 -0.00011182994074423004 -0.00039917409230372339 0.00054301136791074574 0.00075786123106469242 0.001587308974056519 -0.00066586809929143208 0.0002169838001301242 1.7384859520142006e-05 0.00075013445483192295 -0.00047711183201451236 0.00099452319870708375 -0.00032838689292999872 -0.00019035280755695739 0.0001991237145047244 -0.001292612698222811 -0.00099661931296052037 -0.00067797356334184779 -5.669288602675633e-05 -0.00038414952440417853 -0.00067955070866356502 0.00094056098857305003 0.00062734947679287994 -0.00039922647991080161 -0.00066854528710947865 0.00014128471608137081 -0.00056519686857890543 -0.00031158587478436682
leaf_count=94059 2858 223212 5212 2402 1488 215 218 38 424 918 12372 307 107 112 815 692 1751 26 20 345 11205 486 220 161 251 357 175 434 100 951
internal_value=0 0.000710629 -0.0443943 -0.0059025 0.0160985 -0.0105635 0.258684 -0.0306245 -0.299801 -0.00882953 -0.0334114 0.22082 -0.298623 0.380916 -0.00538332 -0.0972279 0.00733334 0.657967 0.993862 -0.17206 -0.109802 -0.224496 0.0382394 0.332308 0.0978311 0.0626244 0.103305 -0.0844176 0.367052 0.00563686
internal_count=361931 267872 41958 24323 21576 18718 1042 17676 1174 16502 14894 1608 1707 219 13187 750 225914 333 58 2747 17635 6430 1218 732 571 1275 824 609 351 224163
shrinkage=0.000980392


Tree=5923
num_leaves=31
num_cat=0
split_feature=50 56 1298 1091 623 72 1218 1454 346 1197 1464 1170 744 70 699 627 939 777 420 1394 1038 1179 704 222 144 623 1312 501 835 415
split_gain=7.75055 13.7602 11.6863 14.3515 14.0528 13.5489 16.6457 15.5576 13.7959 14.4063 13.6981 15.889 13.2879 13.5531 14.3913 13.1869 13.0188 17.1349 14.1442 14.6451 14.1356 18.0477 20.4781 19.1853 16.5393 14.4052 15.9979 16.2732 15.5004 15.2291
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.69009342306031496 -1.2905845654938812 -0.78513032087958678 2.1598224403851116 -0.934017357391003 -0.26110977200036151 1.0946027232797326 2.7879511752138808 -0.3903750793899049 0.44435819641028773 0.78226080124175912 -0.65508690734785213 -1.2381590653006407 0.49627124160774405 2.0465802562860493 1.2583181671192099 0.87669763086447572 -0.29659980447415529 -1.4139652236067641 -1.3381356178551265 -0.41931836173899278 0.22657576777179941 1.5331147499442215 -0.87359463181324404 1.1435732175330553 -0.81528098009991901 0.24203361810135732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 12 8 9 -7 -9 -12 -3 14 -14 -15 -6 20 19 -19 25 22 -22 -23 -24 26 29 -28 -29 -18
right_child=-2 2 4 -5 16 7 -8 10 -10 -11 11 -13 13 15 -16 -17 17 18 -20 -21 21 23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0024075533324085518 0.00033364765327542579 -0.0049386190355132226 -0.0064369676564803233 0.026886400947927682 0.0025819307035118613 -0.0095332338910238974 0.026676995699483227 -0.0017392285103410645 0.031070291788565768 0.04525522431158803 -0.015938237199988301 0.02702171287041857 -0.04651519513260903 0.11122829323604772 -0.016105559320461944 -0.0015335924820165554 -0.032677761242603014 -0.0039697818088229222 -0.071260738111031507 -0.052468517563967011 0.10801925239703786 -0.014382684595273951 0.050550131474426753 -0.0010851823352624761 -0.044293334706611481 0.026296537161840067 0.0065873297387905524 0.024389434861837585 -0.037450441995086688 0.014463004374152899
leaf_count=74092 197382 6262 4174 198 37020 420 186 27201 428 70 196 380 364 22 949 351 331 406 78 119 31 2029 60 4711 55 332 3593 79 274 138
internal_value=0 -0.0161489 0.00110258 -0.0342929 0.0214903 -0.0385318 -0.14142 -0.0161179 0.300981 0.0137833 -0.0262879 0.318615 -0.164886 -0.362778 -0.481908 0.0845211 0.0305937 -0.0332579 -0.432421 -0.294013 -0.0153839 -0.0787842 0.745376 -0.0945375 0.190298 0.0816081 0.0459278 0.0912722 -0.43842 -0.373531
internal_count=361931 164549 90457 37027 53430 36829 8134 28695 918 490 27777 576 7948 1686 1313 373 49256 12236 603 525 11633 6886 146 6740 115 4747 4415 3946 353 469
shrinkage=0.05


Tree=5924
num_leaves=31
num_cat=0
split_feature=888 21 1368 361 1189 1462 1455 1395 77 1156 581 143 1113 350 1182 777 1467 1467 911 210 981 925 155 346 1464 11 152 921 1382 1452
split_gain=7.48201 9.71464 12.0918 11.3596 10.3517 10.6906 13.6105 11.5549 12.8496 12.2689 12.3018 12.0916 10.3111 10.2816 10.7979 10.3821 10.043 14.4813 15.3429 15.1346 13.5546 15.9424 16.871 19.5681 15.0802 16.1028 15.5859 16.2173 14.9642 13.5298
threshold=1.0000000180025095e-35 1.7567652095367545 0.70892277612114496 1.617261782396372 2.3064261177219421 0.46541324990069172 1.3141790966806519 0.44451740741951123 0.65706540215687781 1.0000000180025095e-35 1.0000000180025095e-35 0.16703885661628201 -0.97246569260199378 0.43187975762142355 -0.76277000572220366 -0.20191626329928278 -0.43081157782580487 -0.44899544734167229 -0.70610236255332337 1.0122259716322446 -0.35113112166038757 -0.72834678823446586 -0.82395817038549513 -0.43056267600961967 -0.1219094853058012 0.39245276091305753 -0.66261743717511323 1.0000000180025095e-35 -0.13863025277704505 -0.39382591387645322
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 4 13 5 7 12 9 -9 11 -11 -3 -7 14 -4 -15 17 18 -2 -19 21 -20 28 -24 25 26 -25 -28 -23 -26
right_child=1 2 3 -5 -6 6 -8 8 -10 10 -12 -13 -14 15 -16 -17 -18 19 20 -21 -22 22 23 24 29 -27 27 -29 -30 -31
leaf_value=6.0433551460389752e-05 -0.0078239427710336124 0.030133361886213718 -0.0031950509047513754 -0.059187217030012708 0.047718436460433611 0.032155591967787743 0.025637962804873782 -0.033822357531351502 0.033264477966693386 -0.072610041521987495 0.018433765961679862 -0.0064684362507296013 -0.050969545336194355 -0.044232801905875245 0.050611541271031825 0.027999599635773937 -0.0039161420803210459 0.027753656716786857 0.030580522242054077 -0.034177225171284853 -0.0016880425136832694 0.0039203145795500913 -0.0036191107065971675 -0.017414490031248758 0.053162249953635311 -0.016271999509914148 0.047992588772125366 -8.9036370037479885e-05 -0.031799825420133689 0.01815367391453249
leaf_count=315733 4972 368 64 27 53 22 60 189 44 52 36 175 170 54 193 54 27576 553 526 87 6781 486 1267 244 282 410 313 197 452 491
internal_value=0 -0.0359305 0.141725 0.473527 0.0172629 -0.0346155 -0.477871 0.0849244 -0.373577 0.243518 -0.604339 0.366079 -0.798471 0.559345 0.782458 -0.0474881 -0.0450319 0.00775143 -0.00894065 0.400219 0.0401048 0.155419 0.0991747 0.190678 0.362074 0.147259 0.381133 0.600407 -0.234147 0.629216
internal_count=361931 46198 1561 392 1169 1116 252 864 233 631 88 543 192 365 257 108 44637 17061 16421 640 11449 4668 4142 3204 1937 1164 754 510 938 773
shrinkage=0.05


Tree=5925
num_leaves=31
num_cat=0
split_feature=1463 1467 1458 1461 1453 1450 1451 1467 1459 1465 1452 1459 1465 1176 21 1463 1243 1457 1452 1467 21 1467 1463 1463 1470 1466 1455 1460 1464 1457
split_gain=7.44339 17.0828 42.94 39.1673 30.1763 28.0618 27.1353 24.5688 24.6565 21.6711 27.418 22.5805 29.2468 22.264 21.7799 20.1932 20.1063 19.6899 19.0085 18.891 25.9822 36.5493 27.785 31.2626 28.9315 26.7129 31.1634 34.0938 27.9508 27.7847
threshold=-0.052537044703927886 -0.47799446732384149 -0.54544881628266473 0.44165705467474764 1.0969950498647898 1.0909351122468025 0.68572455544445909 -0.51583571664136241 -0.0082725336293530856 -0.40523020188868136 -0.26957179898390798 -0.44254886610018701 -0.22182333324429437 -1.5159972263043426 0.62211875780133752 0.78297113481662528 1.473013388195284 -0.18238571527943001 -0.6197434389686084 -0.017508065553536976 -0.32341995197817647 -0.096942217446212481 0.94170239728407068 0.6663052748700633 1.594191353593184 -0.35989689444478656 0.43490599497125654 0.69190404625496948 0.9107619764044933 1.0468567359031882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 9 -4 -9 10 18 12 -11 -13 -12 -14 -15 -6 -2 20 21 25 23 -22 -24 26 29 -28 -27 -3
right_child=1 19 7 5 17 -7 -8 8 -10 11 14 13 15 16 -16 -17 -18 -19 -20 -21 22 -23 24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.00056391992237332102 0.0085735770235136118 0.018349337497217285 -0.00032557365201353513 -0.013144809494585689 -0.020782157870614756 0.03483669056306981 -0.0038986335943933695 0.035337790632871104 -0.0085872827894574542 0.036754734022942603 -0.0033599104705100673 -0.020666863327897942 0.0077998889168128561 0.02455127867212481 0.030510898665979558 -0.021446757009053134 -0.0036367429295897716 0.0081555554476163469 -0.019344972804543857 0.00079954592174796531 -0.005595631315722235 -0.010955819151258492 0.0045705806968924694 -0.020190912133080528 -0.040421495642165184 0.00085856208453119866 -0.034753410470049151 0.020069851260340301 -0.038715745142336264 -0.017132753134358827
leaf_count=220861 693 3849 38305 1899 695 160 1377 433 252 337 599 200 1220 4303 581 507 398 538 873 57067 11237 2787 4092 2592 213 4287 537 207 326 506
internal_value=0 0.0110977 0.0449909 0.153495 0.200312 -0.165797 0.239269 0.00246155 0.412048 0.281002 0.0908567 0.343923 0.135902 0.423682 0.361629 0.00649811 0.45072 -0.138652 -0.133982 -0.00917438 -0.0574263 0.0318645 -0.111993 -0.163956 0.0495523 0.103859 0.227615 -0.24929 -0.0334657 0.306652
internal_count=361931 141070 53370 14380 12321 2059 11088 38990 685 9711 2746 6965 2064 4901 1180 1727 4701 1233 1566 87700 30633 12499 18134 13829 4305 9712 5099 744 4613 4355
shrinkage=0.05


Tree=5926
num_leaves=31
num_cat=0
split_feature=785 728 885 1449 1455 718 930 689 485 418 1218 608 790 1148 1386 979 1390 499 1117 488 4 737 365 1062 962 558 659 355 263 1243
split_gain=13.9312 11.0579 10.3829 16.758 24.6661 16.3909 25.127 22.0222 24.3379 20.9552 19.5831 19.2952 26.7481 20.3718 18.9196 18.6687 19.0252 20.3972 20.7329 18.8479 17.7783 17.3854 17.3227 17.1992 17.1633 20.5907 18.6257 18.5569 17.0843 16.9452
threshold=-0.86283290253235112 -0.90320472132347296 0.35018306414905159 1.2624102624837521 1.2270625707982405 1.0159173274103563 1.0000000180025095e-35 1.1511195098725142 0.21839565384422893 -0.14487725385518851 3.9048232315577729 0.66665475971017707 1.8618223311409718 3.073785392405322 0.37625148072740094 1.0512052939106304 -0.97986167291695836 0.14872693232370457 1.0007360560485064 0.20263000255482863 1.4788446849640484 1.4683293454868511 1.0000000180025095e-35 0.40371806048386877 0.78457125397875782 -0.72348834783181692 0.62821384419828064 1.6323240847269647 3.611231359429866 -0.79818365223864418
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 10 7 8 29 -10 11 13 -13 14 15 16 -2 18 -18 20 21 -19 -23 -14 26 -26 -16 -27 -8 -7
right_child=2 -3 3 4 -6 6 28 -9 9 -11 -12 12 23 -15 24 -17 17 19 -20 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-9.684841843731761e-05 7.0063871424367951e-05 5.2266408739472103e-05 -3.2045784541545312e-06 0.00015037440693432466 -0.00017953758869555599 -0.0001470755247240123 -2.9053026584900335e-05 -0.00011791581192621957 0.00031279169377249912 7.2865965232418259e-05 0.00027235289532080183 -1.2406908517952616e-05 0.0002487177719893202 0.00018922474537488734 -5.0680459812036499e-05 -0.00011757793517526374 1.8856550254714881e-05 -4.0943237741396283e-05 -0.00013004175769999946 -0.0001737616794220759 -0.00035808808490138503 0.0004619399051454958 -0.00023902215190606656 -0.00011027178880292227 -2.1999476624912039e-06 -0.00030212819851311841 -0.00025485041747071906 0.00016666198762789561 -0.00078873678001456211 7.7319026841372139e-05
leaf_count=3254 12246 26305 89374 6748 1309 2365 25538 3151 3526 3460 909 33635 3123 1736 28305 14521 40273 14907 6857 10515 1447 723 313 804 3971 8859 3411 746 125 9475
internal_value=0 0.0390336 -0.0131694 0.00611932 0.101611 -0.0226765 0.0160387 0.0746085 0.103349 0.204428 -0.0338394 -0.035974 0.00893967 -0.0506674 -0.0544622 -0.0354468 -0.0210371 -0.0367365 -0.00371976 -0.0918966 -0.0392321 -0.0182041 0.284725 0.180799 -0.100328 -0.195391 -0.0719302 -0.268291 -0.0345037 0.0330786
internal_count=361931 29559 332372 97431 8057 234941 47640 21977 18826 6986 187301 186392 37562 148830 147094 101802 87281 75035 47130 27905 17390 15943 1036 3927 45292 13576 31716 9605 25663 11840
shrinkage=0.000980392


Tree=5927
num_leaves=31
num_cat=0
split_feature=728 813 1100 691 1124 1243 1098 458 61 1047 74 354 363 153 1314 222 1184 365 1358 837 419 690 144 214 68 1120 795 489 49 784
split_gain=10.7939 12.7103 12.3006 13.5472 16.4828 13.7073 15.0066 14.7256 14.3812 15.4385 16.5983 18.4671 16.2092 14.5376 14.5264 13.8304 15.4366 17.0341 15.3078 13.9162 15.4249 16.1211 15.6277 14.4671 13.5829 13.6785 13.285 17.3146 16.8882 16.7685
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.6293515030253838 1.4255342478983304 2.9119499769605071 2.7122035118055341 -0.65750918523183322 1.0000000180025095e-35 1.0000000180025095e-35 0.47880861321127827 -0.46153041325130117 0.63336978986626746 -0.037082123358689996 0.44012412948807927 1.6001760153380089 -0.74220162962236935 0.11600340649571357 -1.1454853099792219 0.48172645892998917 0.58714584802607805 0.9131189387225821 0.24897808938719326 0.028620764307632149 1.2704019308753158 1.1362419432015873 1.0731959449930433 -0.29258408639884992 -1.1505828196359797 2.3839209586872081 0.9594655836162902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 26 5 8 -7 -8 15 14 12 -12 -11 -14 -10 -5 19 -18 -19 23 -21 22 -22 -17 25 -13 27 -1 -29 -28
right_child=1 -3 -4 4 -6 6 7 -9 9 10 11 24 13 -15 -16 16 17 18 -20 20 21 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-8.6363815739998783e-05 -6.4386847292127169e-05 -7.3431156894404678e-06 -4.9678577900106642e-05 -0.00013804240559359436 -0.00051643756734895364 -0.00098020026175220831 -0.000766517845339186 0.0004844810559030124 -0.00023713813891797434 -0.00053313477713897318 0.00032580264204133626 -0.00089906845037552555 -0.00013126926857062661 0.0012685879439409073 0.00022601530783620803 -1.4243679121427282e-05 -0.00084770184703230928 7.1241523828238115e-05 0.00034277088382964933 -0.0003640813130129678 7.824724196562516e-05 -0.00069030309812481868 0.0015225652176128527 0.00050197117595350517 0.00093085150083836699 0.00090809146549165355 -2.0942466459273992e-05 4.4033788666070218e-05 -0.00019451198821952305 4.4528306155879692e-05
leaf_count=7272 47070 62020 32810 3190 501 228 131 129 4753 434 981 198 145 48 369 4601 113 3905 1373 1224 96 96 55 291 29 21 82277 81917 1757 23897
internal_value=0 -0.0296304 0.000558534 0.00575613 -0.0494345 -0.040847 -0.486469 -0.0555606 -0.0330598 -0.126523 0.0534382 0.203275 -0.274764 0.29474 -0.20073 0.00657474 0.040998 0.129066 0.145436 -0.0383157 -0.254497 0.302265 0.691759 0.0170456 -0.41429 -0.662965 0.0116088 0.0321489 0.0405195 -0.00544822
internal_count=361931 109090 252841 220031 22911 22410 488 260 21922 6978 1856 1229 627 193 5122 14944 11754 5391 5278 6363 1471 247 151 4892 248 219 197120 90946 83674 106174
shrinkage=0.000980392


Tree=5928
num_leaves=31
num_cat=0
split_feature=800 1237 779 1059 1457 71 633 621 1451 1386 842 654 1258 365 77 896 1107 1383 1430 900 1436 772 683 973 977 831 873 621 1250 976
split_gain=7.38096 12.1025 13.5168 15.8771 12.9957 14.5842 12.9833 14.3445 13.6778 13.0179 12.3842 12.6847 15.0387 12.8381 12.3147 12.0438 13.9573 12.704 11.773 13.4846 13.289 15.6117 16.13 13.4332 13.0216 13.7872 15.3851 14.0549 13.6168 15.7204
threshold=-0.57812715656594349 1.4298092310842805 -1.1671673617524818 1.0000000180025095e-35 1.2569076175657832 3.2179029120463558 -0.49572798407419433 1.7506200140900805 -0.27873446184249567 0.040229635179441885 -0.36583608525377392 0.61490281608246311 -0.41662768730270044 -0.064039345780935453 -1.6605124231012558 0.73822046824604237 -0.034072699104034328 -0.10876634079578125 1.0000000180025095e-35 1.2044253514846195 1.0000000180025095e-35 1.1572304208143003 -0.45360691579634166 1.6856939088444391 0.059802261344780124 0.3268852060850212 1.0000000180025095e-35 1.3855454500411784 0.68418630319184703 -0.80812108622358714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 -3 5 6 -4 8 9 10 -8 12 -12 -14 -6 16 -5 -17 20 -20 21 23 -23 -1 -22 26 -26 28 -28 -30
right_child=-2 2 4 15 14 -7 7 -9 -10 -11 11 -13 13 -15 -16 17 -18 -19 19 -21 24 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0014772269248176219 -0.00040420804382970384 -0.0058753030285678826 -0.017614915407344084 0.03927646207324275 0.069021441459080499 0.074349897310787103 -0.027662575060238493 0.031165262863799188 0.00066837011487465205 -0.02955634207649337 0.040623092865820935 -0.024460331309249489 0.019696249771882571 -0.039817307051067168 0.005145006095289434 -0.057898709973668444 -0.016024952328966596 0.02090717097638916 0.0019164550444205613 0.0084419047577987526 -0.0011800807691113285 0.023935352337639264 -0.028028488042285651 -0.022497253626474176 0.0073698988320494568 0.0118472938860813 -0.0069036892925917297 -0.036450420756652398 -0.019711459122326538 0.029290467025175689
leaf_count=12555 289498 825 2213 407 39 31 321 146 1926 784 193 180 131 139 550 76 99 71 28632 4555 9321 120 675 705 2819 2513 1809 170 116 312
internal_value=0 0.0185283 -0.0781742 0.150822 -0.128231 -0.169095 -0.179327 -0.0915745 -0.126934 -0.307227 -0.113455 0.0867593 0.314636 -0.121601 0.200428 0.430556 0.602412 -0.24616 0.0279603 0.0567487 -0.00586601 -0.0649481 -0.412513 -0.0450686 0.0345989 0.102418 0.0351527 -0.0997911 -0.0513618 0.315314
internal_count=361931 72433 8131 1478 6653 6064 6033 3820 3674 1748 964 643 463 270 589 653 506 147 64302 33187 31115 14055 795 13260 17060 7739 5226 2407 2237 428
shrinkage=0.05


Tree=5929
num_leaves=31
num_cat=0
split_feature=62 1458 689 1449 122 227 351 875 1053 211 738 86 589 1395 154 210 1028 1311 290 15 1452 272 415 207 639 559 415 1318 906 973
split_gain=7.39876 14.9637 12.1989 17.3342 14.2844 12.0663 14.8145 13.7923 17.9723 17.5738 17.3879 15.7188 16.7411 15.3593 14.381 15.5837 15.5252 14.1132 14.0961 14.5194 16.9731 14.5494 13.7348 13.6998 13.5761 17.5126 13.8316 16.2555 14.3336 15.283
threshold=-1.2811150420666217 1.8460070869938618 0.16364321731367579 0.23597764718087469 1.2828132024160503 1.1614306413963524 1.1793085012979583 1.0000000180025095e-35 -0.7652755734770974 3.2584330309925362 1.9295056354574502 0.83011126766913823 1.4824100882457953 -1.9567083646976613 1.2946901688020065 1.2842706153713148 1.0000000180025095e-35 -1.0934617167869256 1.316813426530522 -1.8447198656652302 -0.43053560543689706 -0.68315348007008714 -0.81960296729659621 0.71663621273682654 0.89265724477388153 -0.80367159966991841 0.62453503489914952 -0.77384871628593155 -0.72693710531661238 -0.74024370204918333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 11 10 14 18 -1 13 -13 -10 -16 -17 -11 19 20 -9 24 23 -14 26 -26 28 -28 -21 -30
right_child=-2 2 -4 -5 -6 -7 -8 8 9 17 -12 12 22 -15 15 16 -18 -19 -20 21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00069336466633370341 0.00014827277075634004 -0.021058348227022152 0.011992592028627446 0.0065985179940110722 0.023330475138966522 -0.006097208995491276 -0.0066069928017234332 -0.008353972944338749 0.00050660188055396196 0.097869862539902042 -0.040463813451987213 0.033877827340094917 0.03633530725199946 -0.0073426938755936574 -0.017689796099413679 0.05050062628751717 -0.039025064921602237 0.017493776015004542 0.025727464221141055 0.032997298703171557 0.038108810523768424 -0.0032779461022068163 -0.045035465808036773 -0.074201071775459412 0.048460573564741663 -0.03752676287076695 -0.010744559250053888 0.061270367994129028 -0.026035563645849621 0.012590933386094664
leaf_count=18376 282289 823 1885 1554 112 11022 7887 188 23271 37 163 166 75 6923 1565 95 50 147 584 260 368 2465 410 28 44 185 60 158 204 537
internal_value=0 -0.0251699 0.105847 -0.00651256 -0.290551 -0.0351212 -0.0220925 -0.00757847 0.0306614 0.000132357 0.164918 -0.0515939 -0.160965 -0.125882 -0.0059758 -0.257779 0.503572 0.805483 0.186889 0.132737 0.493857 0.0737639 -0.649366 0.185181 0.251952 -0.347113 0.340076 0.861329 0.221712 0.0426865
internal_count=361931 79642 4374 2489 935 75268 64246 56359 30381 25165 5216 25978 7602 7089 24981 1710 145 184 5053 4469 556 3913 513 103 1448 229 1219 218 1001 741
shrinkage=0.05


Tree=5930
num_leaves=31
num_cat=0
split_feature=785 125 1470 57 602 1311 192 728 926 869 909 507 626 257 306 225 21 430 708 1206 1322 838 689 951 72 1458 1464 845 914 85
split_gain=13.5026 12.9636 19.103 17.5007 21.2458 17.6487 18.0369 16.1928 23.8991 23.4986 23.6668 23.4553 18.7037 18.6825 18.5707 18.8377 18.0689 17.7483 17.2976 16.813 16.5292 16.3601 16.2008 15.9286 15.9067 15.7064 22.1954 20.2295 17.8422 15.7018
threshold=-0.86283290253235112 0.58518330826110332 -1.3782462404802098 1.0000000180025095e-35 0.66849908449309148 -1.23119566256695 -0.43085510457888271 -0.90320472132347296 1.0000000180025095e-35 1.0000000180025095e-35 0.9119020701661501 1.0941628986121894 -0.31839690630110712 1.0000000180025095e-35 1.0505480127069649 -0.47634473380030767 0.62211875780133752 -0.55330194412233291 0.53682057503514458 -0.89070711086558196 -1.7015786610131234 3.0331629638875794 1.1511195098725142 0.4454315257619969 -1.8495585448559102 -0.51735096401482072 -0.20402463325828898 1.102628594640694 -1.3781688965207179 0.042653815814809974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 -4 5 -5 -7 11 9 13 12 16 -11 -9 15 -14 23 -10 20 -19 -17 -18 -13 -2 29 26 28 -28 -25 -21
right_child=1 2 3 4 -6 6 -8 8 17 10 -12 22 14 -15 -16 18 21 19 -20 24 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=3.8560390152420174e-05 -6.5518223247175061e-06 -0.00082153463108996291 -1.2955664469963337e-05 -0.00016525506461479719 -7.5471160342982025e-05 2.2555493422199526e-05 0.00014654937525844766 -3.1772061948764532e-05 -6.9986491319774606e-06 -0.00010139721703102875 -0.00018444170038758325 0.00017989236712045241 0.00010339384045283521 3.8074658446129219e-05 0.00023931295333773817 -0.00076508971030883925 -0.00012213065804713653 -0.00017527658515389567 -0.00034228848698781298 0.00029668491010270692 -1.935556389652614e-05 0.00077502812903771452 -0.00014476064161238609 -0.00095311332717543703 -7.281733202666959e-05 4.8689433891335988e-05 -0.00018671398750841282 0.00083347858871715371 0.00055926291186897837 0.0026949320593413397
leaf_count=29559 28828 143 46157 1377 4390 8913 12100 39941 25644 15549 8359 5425 5903 45203 1715 280 6723 14796 1686 570 9096 87 917 50 42657 4189 582 96 968 28
internal_value=0 -0.0120469 0.0133693 0.0148836 0.0569927 0.083782 0.0979593 -0.0210538 -0.0310478 -0.0112852 -0.0627806 0.0176968 -0.0327086 0.00990046 0.0195242 -0.00886861 -0.00454749 -0.0674295 -0.072594 -0.0925896 -0.0349178 -0.110743 0.140697 0.0188895 -0.0689605 0.123625 0.305576 -0.0135444 0.511771 0.393118
internal_count=361931 332372 73080 72937 26780 22390 21013 259292 211427 127732 42588 47865 34229 85144 18680 16965 41523 83695 11062 58051 9376 6810 6342 34713 43255 5885 1696 678 1018 598
shrinkage=0.000980392


Tree=5931
num_leaves=31
num_cat=0
split_feature=728 151 1396 981 560 72 1119 627 1189 769 296 1048 1182 301 942 1372 1012 422 5 912 1087 1431 419 152 1076 1450 839 1449 1256 1469
split_gain=7.40549 10.5541 13.8653 13.5541 15.55 13.8931 12.621 13.7475 12.2535 12.8739 13.5034 12.8429 16.0545 12.3441 11.8016 11.7998 11.6115 13.6678 11.3144 10.5768 10.5365 13.5999 13.5694 18.2326 16.6091 15.4667 16.7713 16.5813 15.2264 15.1222
threshold=1.0000000180025095e-35 2.2367420137660932 -0.24185619298042141 -1.0226650651635019 1.3449833315067303 1.3437261270730603 -0.54435167609839963 0.77410400398269996 1.6933282410619148 -0.27384615539732754 -0.53895910145012016 -0.48929968863765111 0.21046056427361631 1.0000000180025095e-35 0.44633743931240322 -1.0000000180025095e-35 1.4711245761114824 0.063683209375431316 -0.67133662232035907 1.5201729453194983 1.0000000180025095e-35 1.8641952677858011 0.50764231385849901 -0.24887072614180741 3.359934701309379 -0.19357895333263911 -0.91104095799117346 -0.33812127112891666 0.41842497264931194 -0.64966906157678339
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 -2 16 14 5 6 19 8 9 -8 15 -12 13 -13 18 -11 -3 -18 -4 -5 21 -1 23 25 -25 27 -27 -22 -24 -28
right_child=1 2 3 4 -6 -7 7 -9 -10 10 11 12 -14 -15 -16 -17 17 -19 -20 -21 22 -23 28 24 -26 26 29 -29 -30 -31
leaf_value=0.00078811186898109528 -0.00084791089180609512 -0.024489065780300499 -0.02672455482274172 -0.035246643957778788 -0.058493515082511605 -0.050568378867950597 -0.0070606276634564355 -0.029142627071833252 0.081022612340013567 -0.039063075504397249 -0.016489715732385168 -0.020718025922814968 0.12035340165125641 0.068500147577633994 -0.022364855601036068 0.063245268351446532 -0.019763455856466605 0.083116648956709116 0.065976231313901304 0.053487667847003512 -0.013446534241537259 -0.0045022363705195514 -0.00062567378582395862 0.00035025387034624643 -0.021252522251469185 -0.012383202303732856 0.0069189825095993711 -0.0035150780044598292 0.0080767407363968174 -0.0039422446890723635
leaf_count=186772 106462 1108 45 254 95 96 271 148 41 69 45 48 44 54 61 20 77 32 100 20 5411 9135 9407 22831 587 2178 3095 5416 3674 4335
internal_value=0 -0.0209041 -0.189943 -0.0147785 -0.123524 -0.0364972 0.0538981 0.212926 0.367283 0.26297 0.631049 0.992161 1.30049 0.732649 0.606368 -0.194601 -0.40925 0.490379 0.981012 -0.496183 0.00417567 0.0120781 -0.0248078 -0.0455532 -0.00226456 -0.101647 -0.0309151 -0.168506 0.0415596 0.0177728
internal_count=361931 109090 2628 1411 1205 1110 1014 740 592 551 280 191 146 102 206 89 1217 109 145 274 252841 195907 56934 43853 23418 20435 9608 10827 13081 7430
shrinkage=0.05


Tree=5932
num_leaves=31
num_cat=0
split_feature=21 1451 1147 81 993 320 218 564 702 347 78 1386 700 568 1189 572 623 1052 359 14 1327 830 231 17 1167 760 288 1035 1449 1459
split_gain=7.33872 8.27174 7.77117 11.1867 17.3139 16.5001 19.1647 14.082 15.6166 13.9626 13.9461 13.8682 16.0706 14.6651 13.8941 13.8114 13.8004 13.5681 13.5603 13.6613 14.2932 17.6697 13.679 13.4515 13.3077 12.9872 13.4615 12.9352 12.823 12.7021
threshold=-3.2545899522946695 0.29201411858153481 1.0000000180025095e-35 0.42019635931045934 -0.89727091510114898 3.1329729150046788 0.13641331348156818 2.0203542902947942 0.52196609225396429 0.056468238347941034 -0.65178555284153028 -0.57711282524587804 0.45862817642937209 2.1777068977383953 2.9355178520339691 -0.20621384683733943 -1.0063195337383675 -0.60033078958653963 0.76274481316849674 -1.7926358038970283 1.3246672667320272 -0.34164686291469731 -0.65112649551812185 0.89677927426755655 0.47054165770392581 0.70883769572493815 -0.93947811637389034 2.1938684232144419 2.5214482292721478 -0.16909159747159788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 11 16 7 -7 -6 10 -10 -9 13 25 18 -14 -8 -5 -16 -4 -20 -21 23 -23 -22 -15 26 -13 -18 -27 -24
right_child=2 -3 3 4 5 6 15 8 9 -11 -12 12 14 24 17 -17 27 -19 19 20 21 22 29 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.026191051074451716 0.00011532287720701813 0.016790291104342932 0.0016401319763576509 -0.014488989183246518 -0.0016616339748048909 0.086758232236290436 -0.068889915095980928 -0.031583367014334535 0.0098809670872071417 0.048484149996053959 0.011111067990699912 -0.012136225001518659 0.00016398535126664171 0.0088805381523744779 -0.057603977501074634 0.037067471626440231 0.018132062237948963 0.065649449432010107 0.079002432435762493 -0.011866537126833452 0.069824224008459376 -0.068563514593269453 -0.036822300259635794 -0.030293708921044056 0.048066429889788181 -0.012632896816072681 -0.0025840525593534077 -0.047048587868139917 0.022619912256255467 0.056912539993029254
leaf_count=74 289923 642 13848 421 14529 47 28 173 277 198 350 3685 10141 659 32 36 1746 78 28 2957 102 66 55 31 229 6178 15112 83 163 40
internal_value=0 0.245679 -0.00261286 -0.0282178 0.0261326 -0.00271047 0.80295 -0.0111624 0.254913 0.536221 -0.0473319 -0.0489183 -0.0798017 0.0134452 0.015047 -0.0142615 0.245016 0.921209 -0.00619243 -0.161152 -0.178542 0.365714 -0.26421 1.00983 0.326587 -0.114985 -0.0824397 0.325831 -0.228586 0.297001
internal_count=361931 716 361215 71292 17888 15638 111 15527 998 475 523 53404 35389 18015 10251 64 2250 110 17127 3279 3251 294 161 133 888 25138 18797 1829 6341 95
shrinkage=0.05


Tree=5933
num_leaves=31
num_cat=0
split_feature=125 1470 119 789 57 470 827 1377 194 1385 64 1113 1037 693 885 1311 349 551 1210 1140 770 420 1246 347 705 282 810 1166 486 151
split_gain=12.4405 19.6281 18.5402 18.0731 18.8275 17.3101 16.8764 16.8702 16.7365 16.3304 16.3269 15.7667 17.0245 16.9594 15.6782 15.7584 15.6931 15.5929 15.9278 15.33 14.9179 15.8331 15.5777 17.3058 17.0148 14.8008 16.3039 17.3567 17.5708 15.7305
threshold=0.58518330826110332 -1.3664195657027294 1.0000000180025095e-35 1.1248358748350926 0.72527224708021132 0.66595742291584703 -0.44105995428747874 -0.38595132166070251 1.0000000180025095e-35 -0.49247852393713437 1.4455540108994724 -0.31918643062114194 -0.30703169524005319 0.20131582950578888 3.5474713574483379 -1.280779883047759 -0.17548036954476356 1.1330630798453598 1.0000000180025095e-35 0.68702207920178304 -0.7180550830850273 -0.13571596299408312 0.11779296892650075 1.1823831726984235 1.3612027609086828 -1.0290382216023475 -0.65819684525605759 -1.2508507625752519 0.9327969367576322 1.6523139969481719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 8 4 5 -3 7 9 10 -4 -1 -2 13 -13 15 16 -6 18 19 -10 -11 22 23 -22 -25 -7 29 -28 -29 -27
right_child=1 3 6 -5 14 25 -8 -9 17 20 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-6.1945076028121492e-05 -0.001042075231026181 -4.0210171324827327e-05 7.2554899596540879e-05 -6.914241514421635e-05 -0.0005977817810968347 -0.00010707157523913044 -1.7222042693540813e-05 6.4939876974814921e-05 -1.8074256536016175e-05 0.0001305113607282833 -0.0002434990467147628 0.0013690339828640707 -0.0007173385606069622 -0.0011366528672829774 -0.00034475571582028177 0.00013200906704951561 0.00022415231120237052 -0.0001137814191499181 4.212723001670015e-05 -0.00019889034952013811 -4.560089670875266e-06 -0.00022000074590107998 -0.0002279712358584686 0.00058706967768879328 -0.0016386329096734307 3.8767446007021578e-06 -2.1916510683614596e-05 0.00014994011934112158 -4.9601038186951649e-05 -0.00037080638188560745
leaf_count=67702 159 21264 6208 10162 302 3330 109575 29455 17021 1609 6469 51 88 24 319 11039 180 7580 24682 3070 2858 4197 1528 347 22 9791 6121 13919 2322 537
internal_value=0 0.0152735 -0.0170832 0.0174387 0.0303404 0.0125146 -0.0013588 0.0350203 -0.0425527 -0.0262371 -0.0740264 -0.551788 -0.0445086 0.767264 0.106391 0.119371 -0.282817 -0.0124604 0.00420095 -0.0485916 -0.0809396 -0.117111 -0.0275739 0.0570244 0.498257 0.041257 0.0546941 0.0891666 0.12367 -0.0156843
internal_count=361931 79608 282323 79286 69124 57284 155799 46224 126524 16769 74171 322 163 75 11840 11521 482 52353 44773 20091 10561 8952 4755 3227 369 36020 32690 22362 16241 10328
shrinkage=0.000980392


Tree=5934
num_leaves=31
num_cat=0
split_feature=470 395 639 1085 603 906 56 854 9 356 4 691 771 117 1045 1186 627 271 414 333 707 526 158 616 150 83 208 17 973 1312
split_gain=7.4513 13.0974 13.5199 15.2445 14.9346 14.6326 13.149 15.7066 15.3933 17.1412 16.3553 19.9131 16.561 15.4773 15.151 14.5435 14.306 14.0259 14.0061 13.9132 15.2853 14.8802 16.6737 13.7382 13.7372 13.3441 13.3091 14.7678 17.0671 16.2532
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3355789609613851 3.5775253332674297 1.1060869660636978 -1.4801818160763787 1.0000000180025095e-35 -0.87473648844905705 0.83975960368185276 -0.61018952196653986 -0.22137142768855025 0.09073343107150042 -0.93421317324423014 1.8421106730875214 -1.1721237780526266 -1.4623864479725197 -0.20692252115735502 0.97972484085949774 -1.5035459350652396 1.0308016862606064 1.4862451172510294 1.0000000180025095e-35 1.9036696710728955 2.300105009842635 1.1588553975340383 -0.88395662276175202 -0.02537988938902646 0.94177467560525441 0.040099562788265104 2.04787004398047
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 19 -8 10 -10 11 12 -9 18 -11 -13 -14 -18 -12 23 21 -21 -23 -1 -20 -15 27 28 -16 -29
right_child=-2 -3 4 -5 -6 -7 7 8 9 14 13 15 16 25 26 -17 17 -19 24 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0012191023734241663 0.00035145703037160492 0.0001123085331835442 0.041063698560880955 0.037434304328279148 -0.029256937684738627 -0.0074496096849768116 0.012564850992537914 -0.021918145825934283 -0.02782118761869061 0.041309185495111242 -0.035865724496754729 0.031232493550423963 -0.0018632284390430959 0.033970511337382804 0.029534371847400237 -0.016221553477122296 0.014257749033662604 -0.030682929385033954 0.013343217248381112 -0.0065901501689478795 0.016284651709118404 -0.026379512793812093 0.05013651756888874 -0.015557838627699487 -0.0067750645473966531 -0.034564784338070684 -0.020143326275599036 -0.02043700918932773 -0.013726113150824571 0.077461970137170724
leaf_count=41355 191352 89543 139 105 1512 6665 1466 600 1060 140 177 162 2734 67 378 1989 1679 182 4094 8959 514 1480 55 2914 641 289 859 524 271 26
internal_value=0 -0.0152812 -0.0446563 -0.0337431 -0.174976 -0.125407 -0.0359643 0.0243187 -0.0027173 -0.182659 0.0346867 -0.0402269 0.0359972 0.149988 -0.0661405 -0.267838 0.0766014 0.235231 0.186391 -0.0609012 -0.147198 -0.169723 -0.45621 -0.034844 0.208502 -0.420146 -0.122728 0.0456483 0.294647 -0.290883
internal_count=361931 170579 81036 72720 8316 6804 72615 17338 15872 3258 12614 7346 5195 5268 2198 2151 4595 1861 4912 55277 11008 10494 1535 44269 4735 356 2058 1199 649 550
shrinkage=0.05


Tree=5935
num_leaves=31
num_cat=0
split_feature=1166 407 1456 67 1460 1452 1456 1151 1250 526 821 21 1454 1323 912 21 831 1470 1191 1469 1451 1452 46 1459 764 1468 821 1464 21 674
split_gain=12.8398 19.6423 17.3236 18.17 20.4744 27.366 27.3484 17.9321 19.5844 17.011 17.0261 25.3802 21.171 20.0179 19.9334 19.1594 19.0421 21.6124 19.7994 17.8795 27.5075 25.8733 22.0899 24.815 21.6796 21.182 25.2319 20.2239 22.1612 19.629
threshold=-0.94772631485393388 -1.2965003005540392 0.042545365537477266 1.7832577399177876 0.90313332808047908 0.59388296513046446 0.37396721338577926 1.0000000180025095e-35 -0.42873871179085937 2.3757057381457001 -1.0305144854359449 -0.32341995197817647 -0.91909735138557946 2.8425200577949936 1.806446067014692 -1.2689586617576902 0.7352422090975943 -1.1298860701531226 -0.71940863817356637 0.28271063087949944 0.11757366443131641 -0.0029094387748198574 1.3976309195286467 -0.29335017616020637 0.4946156859956074 0.19824556727861756 0.19670793911776327 0.28596086599967491 -0.70163543588998201 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 -4 -6 8 -1 10 13 12 15 -3 19 -12 18 -18 -13 -14 21 22 23 25 -22 26 -21 -28 -29 -25
right_child=1 9 3 -5 6 -7 -8 -9 -10 -11 11 16 14 -15 -16 -17 17 -19 -20 20 24 -23 -24 29 -26 -27 27 28 -30 -31
leaf_value=-0.0001281146968985344 -5.8320375838319916e-05 -6.8369581262259037e-05 -0.00020432812982897359 0.00017692318772581802 0.0012872040824351608 5.8749657548176806e-05 4.147122183844625e-05 2.3651429838519661e-05 -1.3032530960567029e-05 -0.00012234673062973695 -0.00058655430325243074 -0.00012018489982117536 6.2525984490456214e-05 0.00047389544004402233 0.00022461427473604044 0.00030410027234368717 -0.00013292708926737509 6.7419056967706214e-05 -6.1863252059427132e-06 0.00022336796363156075 -0.00031842197234184966 -0.00015225869797613184 -0.00031525334391488272 0.00033626128570228548 6.5578924106765341e-05 0.00026452448543720912 -0.00035493664162680565 0.00076050346859829932 -0.00058306714376092335 3.0109006458848185e-05
leaf_count=16764 35390 22234 15887 1249 67 3809 1996 39441 25291 7769 158 8365 34642 404 2699 2233 2723 25491 99454 811 2639 3612 781 2557 1067 865 1700 156 90 1587
internal_value=0 -0.000563563 -0.0343052 -0.102934 -0.1247 -0.156018 0.114288 -0.0172418 -0.0538313 0.00646038 0.00951671 0.015536 0.055949 -0.0587413 0.0466881 0.263088 -0.000955453 0.049062 -0.0150322 0.0363443 -0.0288508 0.0233502 0.0866113 0.118622 -0.206831 -0.0226148 -0.127047 -0.266161 0.308366 0.230696
internal_count=361931 257427 104504 23008 21759 19696 2063 81496 42055 222037 214268 191630 55597 22638 53206 2391 136033 28214 107819 50507 15865 12159 8547 7766 3706 3622 2757 1946 246 4144
shrinkage=0.000980392


Tree=5936
num_leaves=31
num_cat=0
split_feature=785 728 578 1115 979 845 224 632 423 1260 145 591 762 491 1388 846 407 1106 296 706 636 566 519 975 1122 1041 1242 80 1386 699
split_gain=7.47784 9.12033 9.14806 9.67893 10.9017 11.0527 10.5853 13.0443 12.6837 14.1576 11.8288 11.3287 16.5437 11.5742 13.3334 11.1074 12.5757 11.7909 10.9581 10.8501 14.9748 11.937 10.629 10.5703 12.431 12.1108 11.6792 10.4588 10.4119 14.9034
threshold=-0.86283290253235112 -0.49008176997875957 -0.87905496296652397 -0.62075723651993064 0.5286074570301158 -1.355232351801491 0.34920585003128685 -1.1443362738514475 -1.2671620317581029 -0.52650871614712147 1.9240847922087054 0.26941944963516368 0.24790544002976148 0.54317589733192329 1.296119959483683 -0.2175741909063775 0.54032197783379154 -0.36401763500746481 -0.7484710602147443 -0.36213793254097293 0.13011979334799212 -0.20772742657725884 2.1420547332082829 0.20030088407392402 0.23169882360976027 -0.82441970230940509 0.23546917838807244 0.19952665939902117 1.8141124012116907 0.010633805681770806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 28 -6 8 -8 9 -7 11 12 15 -13 -15 19 -17 -18 -19 -10 21 -21 -20 24 -9 -26 -25 -23 -5 -30
right_child=-2 2 3 4 5 6 7 23 10 -11 -12 13 -14 14 -16 16 17 18 22 20 -22 27 -24 26 25 -27 -28 -29 29 -31
leaf_value=-0.0044614739146440407 -0.00028153095622816739 0.0079695747084745222 -0.0027356174797050796 0.0017272559927190905 -0.035841822710733121 0.029051105779722759 -0.046327278203847869 0.013616699221685827 0.042896270669075177 -0.064788814042824133 -0.032075495324045133 0.027888083053512959 0.02341241379768999 0.0090768965648669372 -0.082338559530388156 0.014400920121314879 0.0125866611008886 -0.085177051991877056 -0.017238411347575332 0.014423309366225323 0.019903664570008899 -0.065903207800322286 -0.10832724433881907 -0.033228791850963411 -0.091027996765385547 -0.0068662712287969989 0.0080892582754360093 0.0017023943066902922 0.00058403329239710628 -0.035979579184810047
leaf_count=3396 332372 3407 5416 11707 79 29 78 903 132 55 80 940 631 278 24 209 114 36 296 77 337 78 20 196 28 206 153 51 369 234
internal_value=0 0.0327639 0.0461724 0.030088 0.0560367 0.144616 0.15766 0.00408522 0.228795 -0.614215 0.251515 0.272056 0.164893 0.439767 0.0406102 0.0230927 -0.178158 -0.379453 -0.579035 0.233681 0.0979664 -0.37635 -0.442001 0.0497816 0.155539 -0.321113 -0.292065 -0.816784 0.019495 -0.270649
internal_count=361931 29559 26163 22756 17340 5030 4951 1564 3387 84 3303 3223 1981 1242 302 1350 675 466 352 675 543 206 316 1486 1137 234 349 129 12310 603
shrinkage=0.05


Tree=5937
num_leaves=31
num_cat=0
split_feature=785 885 718 651 485 930 1218 1148 608 790 421 288 682 1121 1386 979 1390 499 1117 488 1425 962 558 659 355 1062 4 737 365 840
split_gain=14.977 12.0476 17.6283 26.862 31.8663 21.3003 20.4964 19.8998 20.2193 27.0633 19.4587 20.1319 18.4482 19.5033 18.3885 18.8979 18.734 20.5993 20.205 18.7568 18.1298 17.313 20.3861 18.5719 18.4191 17.2996 17.2071 16.7744 18.4092 16.7534
threshold=-0.86283290253235112 0.35018306414905159 1.0159173274103563 1.1107569744011787 0.24886241729315503 1.0000000180025095e-35 3.9048232315577729 3.073785392405322 0.66665475971017707 1.8618223311409718 -0.3107859064093676 0.39873207047369158 1.3140755578960717 -0.77527708213480351 0.37625148072740094 1.0512052939106304 -0.97986167291695836 0.14872693232370457 1.0007360560485064 0.21463419569536266 2.0058653102086748 0.78457125397875782 -0.72348834783181692 0.62821384419828064 1.6323240847269647 0.40371806048386877 1.4788446849640484 1.4683293454868511 1.0000000180025095e-35 -0.80820337366888206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 10 7 8 14 -10 -6 20 13 -7 15 16 -2 18 -18 26 -12 23 -23 -16 -24 -11 27 -19 -29 -5
right_child=1 -3 3 29 5 12 -8 -9 9 25 11 -13 -14 -15 21 -17 17 19 -20 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.1345664276391182e-05 6.942650153596129e-05 8.6382217851166384e-06 -1.2601873130092566e-05 6.7392270946987131e-05 0.00033011963416681268 -0.00028349385545892142 0.00027933766473501063 0.00018058148841721124 -1.4490464792893054e-05 0.00024910512110001333 2.9261911536557966e-05 0.00035796942097015302 0.00018495270338896521 3.811700633218841e-05 -4.9776113514507939e-05 -0.00011815890607026358 1.8872285516065822e-05 -4.1754144040781331e-05 -0.00012817903490239228 -0.00017466068300423253 -0.0010191051278139966 -2.7710211975129563e-06 -0.00030141107633187525 -0.00025375447789086433 0.00016568483957266455 -0.00011118172423617222 -0.00035264419600889222 0.00045821993721341928 -0.00025953495055424985 -0.00020518711699905873
leaf_count=29559 12246 97431 27153 1753 3125 1315 909 2047 33344 3103 2789 1005 2670 3684 28305 14521 40273 15038 6857 10366 81 3971 8859 3411 746 804 1454 730 317 4065
internal_value=0 -0.0119736 -0.0222156 0.017946 0.0392854 0.121688 -0.0337933 -0.0359785 -0.0390708 0.00707217 0.210638 0.0996175 0.0383756 -0.044339 -0.0542733 -0.0355256 -0.0210207 -0.0366 -0.0034102 -0.0920411 -0.00295501 -0.099514 -0.195049 -0.0709844 -0.267654 0.180454 -0.0400826 -0.0194914 0.276167 -0.130434
internal_count=361931 332372 234941 47640 41822 14669 187301 186392 184345 37251 7000 3875 7669 4999 147094 101802 87281 75035 47130 27905 2870 45292 13576 31716 9605 3907 17539 16085 1047 5818
shrinkage=0.000980392


Tree=5938
num_leaves=31
num_cat=0
split_feature=843 690 1395 1306 1052 144 915 84 138 1390 83 111 415 1119 13 602 1190 287 762 919 134 1039 1380 846 1301 210 1459 7 785 205
split_gain=7.37123 12.3339 12.8708 14.3357 13.5416 10.831 10.7689 11.8115 12.6456 13.5321 11.3607 11.9413 15.3145 12.146 11.0241 11.0121 10.0293 10.0987 9.80776 10.9441 10.199 10.5783 9.23105 8.77927 8.7553 8.68332 8.65502 11.703 8.64679 9.71045
threshold=2.539957888746601 1.67281622344383 -1.3315371577559121 3.1745667211504869 2.2888041938394585 2.0517208997114218 0.53699541294491082 -0.43824158194505508 -0.53270078599674309 1.6485147693847828 -0.85968151041265306 -0.48187358623580706 -0.0038601498400805049 -0.13425543626861736 0.86915459746116641 0.66849908449309148 -0.085231715020057566 -0.28701964882082404 0.26004919471801546 1.0000000180025095e-35 0.47914954037548679 -0.60416911168678344 -0.4237117562421942 -0.30595990699957037 0.69832894961721503 -0.7743358678482174 -0.028369740785481889 -0.93305814074729176 -0.38035204659413802 1.3370782873026934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 26 7 8 18 -10 -9 -12 13 -13 16 28 23 -18 20 -20 25 22 -22 -15 -3 -4 27 -2 -8 -30
right_child=1 24 3 -5 -6 -7 15 10 9 -11 11 12 -14 14 -16 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00015652967367030357 0.051648668280527166 -0.043720289181764432 -0.019060485536404777 -0.06141020033658378 -0.062421369631000846 0.051654834194072158 0.0067910079457751795 -0.019466645591694764 -0.020949907493755013 0.064951609261323748 0.011648823975501189 0.04105830764021165 0.060495464947686074 0.05281821362040709 -0.050520060159069215 0.041181586684011812 0.026501399541768084 -0.071833284209958201 0.089910166819822668 -0.0058063873180569416 0.042685034981519376 -0.046066041696877905 -0.049372504346052837 -0.021135877921486881 0.035963123115575049 0.046479707563367639 -0.052963383635053984 -0.02476450010142689 -0.052791400306193517 0.036194535131172698
leaf_count=359184 31 137 35 71 48 38 89 95 297 25 414 189 186 72 41 41 25 28 32 21 52 96 24 27 30 93 130 214 145 21
internal_value=0 0.119395 0.154583 0.21171 0.235348 -0.323219 0.257372 0.318506 0.0704651 -0.270659 0.451654 0.509702 0.707929 0.467396 0.0670003 -0.174034 0.321384 -0.485516 0.367214 1.13852 0.176877 -0.266215 0.345973 0.703355 -0.588742 0.606446 -0.481797 -0.149369 -0.391828 -0.785764
internal_count=361931 2747 2580 2167 2096 413 2048 1752 675 322 1077 982 568 382 193 296 152 53 353 53 300 172 76 99 167 128 375 245 255 166
shrinkage=0.05


Tree=5939
num_leaves=31
num_cat=0
split_feature=785 852 717 899 614 706 582 395 839 728 588 885 156 1193 831 1456 854 513 969 689 911 1452 397 1465 363 979 797 662 1326 21
split_gain=15.529 11.9001 18.7471 22.0179 19.891 16.6196 16.7163 18.7112 15.7563 15.2053 21.5665 19.2796 19.3542 24.8257 24.9856 21.8185 18.9686 18.674 19.6996 19.2411 18.1736 18.0297 20.5116 17.9418 17.2417 17.8507 17.1879 20.1159 18.0838 17.1262
threshold=-0.86283290253235112 1.0747610123934368 0.47434941765559457 0.61042563642583481 -1.3710115269326899 0.37627054041708735 2.1384355827858248 1.0000000180025095e-35 1.8528192130677923 -0.49008176997875957 2.250834115212506 0.35018306414905159 -0.58038445918863546 -0.34758737963874148 1.4478652143548296 1.0000000180025095e-35 -0.87473648844905705 1.0454229551509682 1.8095556012326954 1.0000000180025095e-35 1.1609772979068056 0.34647097549241135 1.0000000180025095e-35 -0.4704356069848657 0.42328335955654661 -1.8029828921291025 0.63961785378869596 -0.58271687606615485 -1.5357730968285652 -1.0798509198017876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 -4 6 7 -6 -9 -2 11 12 29 14 15 -14 -13 19 20 -12 -19 24 23 -23 -15 -26 27 -18 -29 -11
right_child=1 2 3 -5 5 -7 -8 8 -10 10 17 16 13 21 -16 -17 26 18 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=3.9261492517874096e-05 1.3349685497732075e-05 -3.2600703752581668e-05 -0.00021646739361285688 0.00015600614566806521 -4.8658715759434924e-06 -0.0001333670475513636 -0.00029601529958075561 0.0002076474615157149 -0.00061627233951204571 0.00013146085810792526 -9.369324442766581e-05 0.00010457309893524271 4.8944018110676745e-06 -5.6823989382453794e-05 -0.00037042696409995957 -0.00013161106435379525 9.1293169357813873e-05 0.00025546628222342679 0.00097304191092674127 9.4488026708041846e-05 -0.00026132873272417649 -0.00038652336587351638 -1.5683787721267191e-05 -0.00016419472658563193 0.00058194633977630829 -0.00019859847592053212 -7.6788879795299463e-05 -0.00031116186865251749 -1.2169274224611338e-05 -2.6602390010927603e-05
leaf_count=29559 55030 20448 2111 7676 4755 2199 524 4477 123 5135 4487 6362 36290 33032 1258 9698 9480 1933 133 6173 343 4751 3382 5869 284 10756 20573 1491 37400 36199
internal_value=0 -0.0150803 0.0209538 0.0647912 0.0112815 0.0420768 0.0800524 0.10166 0.19321 -0.020906 -0.0299319 -0.0363541 -0.0548351 -0.0736178 -0.0316309 -0.0219083 -0.00739144 0.0568766 0.226369 0.0155311 0.177163 -0.111286 -0.194844 -0.253118 -0.0852073 -0.185556 -0.0192446 0.0036451 -0.0208971 -0.0079732
internal_count=361931 332372 42313 21865 14189 12078 9879 9355 4600 290059 235029 221960 146654 105320 47246 45988 75306 13069 2409 10660 2276 58074 14002 10620 44072 11040 68944 48371 38891 41334
shrinkage=0.000980392


Tree=5940
num_leaves=31
num_cat=0
split_feature=785 516 564 789 623 566 723 770 348 45 135 483 1388 692 292 72 1104 1394 702 415 1211 83 958 75 550 1326 1341 917 1425 1048
split_gain=11.4771 11.4505 19.0378 17.019 16.7156 18.9784 18.0793 17.8128 16.1214 15.9634 17.7998 15.5256 15.476 16.9981 16.8448 15.3517 16.9748 17.1554 17.1505 16.4774 16.2749 18.7804 15.1338 16.136 18.2683 17.9583 15.5874 15.4575 18.5861 19.5838
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4188032667957222 1.1248358748350926 1.9538269969423816 2.1059719136688364 1.0000000180025095e-35 1.1976726590858044 -1.617447066059148 2.0672121897419058 0.28940055740175324 1.1592438018667093 0.19405634515040457 -0.62005960918608694 -0.18143084926566952 -0.32722534905580986 -0.88125864905404916 1.1228893502638233 1.3706943022583213 1.1670625546429567 1.0000000180025095e-35 1.9360022617919148 1.313041538630376 -0.07273639000334646 1.0000000180025095e-35 -0.52901952704279676 1.0383730684710419 -0.65713348567575725 1.0000000180025095e-35 0.44418202775023646
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 22 7 11 -6 10 -8 -7 14 -14 -10 -4 -17 18 19 -18 21 -19 27 25 26 -24 -25 -3 -29 -30
right_child=1 3 15 -5 8 6 9 -9 12 -11 -12 -13 13 -15 -16 16 17 20 -20 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=3.5921492155412768e-05 -1.8798321760158158e-05 3.0161960380858787e-05 -0.00022568712681066651 -5.6385107201048212e-05 -0.00048734405864138327 8.1394033872821269e-05 8.577405579402555e-05 -0.00053445927978593903 0.00016666342524548596 -0.0005063538471346674 0.000381026609370672 -0.00059181459046345436 -9.8488498610876067e-05 0.00030912659092114693 -9.2500008714654485e-05 0.00022836108888041605 -0.00025485386571217375 -0.00015706876171279869 0.00012493874350482731 0.00020917308560161144 0.00067568023482496753 0.0012779867954879067 -1.5464715415402659e-05 -0.00015398599620808511 0.00016095755690650142 0.00022510914561050017 0.00024110095691980574 -4.6395778874353555e-05 -2.4693953717249772e-05 9.2218938860534296e-05
leaf_count=29559 127632 36267 5228 23724 313 2645 1798 310 2489 140 1702 196 634 2549 2398 1054 4080 475 1039 502 233 36 2740 4378 2009 4780 570 72035 19035 11381
internal_value=0 -0.0107947 -0.0288471 0.000418283 0.00883747 0.00319659 0.115038 -0.0125593 0.106102 0.213344 0.240212 0.0407645 0.122106 0.239857 0.0413201 -0.119656 -0.0530951 -0.0986673 -0.146722 -0.210832 0.219145 -0.0155312 -0.00269623 0.0712026 -0.0137775 0.146662 -0.100518 -0.0101826 -0.0253804 0.0213763
internal_count=361931 332372 140279 192093 168369 159986 6791 3151 8383 3640 3500 2841 8070 3183 4887 12647 7419 6365 5621 4582 744 511 153195 14477 6957 7520 4948 138718 102451 30416
shrinkage=0.000980392


Tree=5941
num_leaves=31
num_cat=0
split_feature=785 885 718 651 485 948 1356 941 1148 608 790 694 1386 1117 499 1384 710 840 1062 962 558 659 355 1465 1457 962 701 183 1377 539
split_gain=13.348 11.6277 16.4055 25.1146 29.8632 21.1259 20.1708 25.4716 19.8069 21.5535 25.2011 17.7005 17.4212 18.7245 19.3336 23.9141 18.7645 17.0262 16.8569 16.6003 20.1237 19.3298 18.0505 16.3944 16.3159 15.7458 15.9296 15.7223 15.6336 15.5409
threshold=-0.86283290253235112 0.35018306414905159 1.0159173274103563 1.1107569744011787 0.24886241729315503 1.0000000180025095e-35 2.8409731090507102 1.0000000180025095e-35 3.073785392405322 0.66665475971017707 1.8618223311409718 1.2615335103024639 0.37625148072740094 1.0185301172368335 0.3475617514026495 -0.67847817238530383 -0.66907650027014964 -0.80820337366888206 0.40371806048386877 0.78457125397875782 -0.72348834783181692 0.62821384419828064 1.6323240847269647 2.873316917895123 4.7787224532167558 0.19772078151668587 1.3976119755846346 1.2443391215191413 -1.0606629817441902 1.6593606958601528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 11 8 -8 9 12 -11 25 13 14 16 -16 -2 29 -12 21 -21 23 -22 -14 28 26 -6 -13 -3 -5
right_child=1 24 3 17 5 -7 7 -9 -10 10 18 27 19 -15 15 -17 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.7697704286298763e-05 7.14777836378922e-05 -6.1479425817126146e-05 -1.3600597229275898e-05 0.00014509405617576604 0.00021955721580063439 -1.1972584844915787e-05 -9.1883288287308699e-05 0.00030612033997678669 0.00018142789493886077 -1.3850036403559855e-05 0.00024489769489148669 4.6695214302135017e-05 -6.0049373586595145e-05 -0.00011906900628213916 3.3695181663694845e-05 -0.00013212553786576422 -2.7012085289347448e-05 -0.00020301147295733219 -0.00011224558862515045 -3.2376523446104552e-06 -0.00030029427682142515 -0.00026064998929355073 0.0001634839813815073 0.00034643078946366041 0.00040675204581398317 0.00047437109870227722 -0.00064032469290725398 0.00034122830892423581 1.7541108673570052e-05 -0.00060362519235653944
leaf_count=29559 17494 17071 27153 1567 2070 4916 1308 1704 1989 32981 3051 5328 27419 14756 7398 18716 42273 4065 800 3960 8823 3367 742 520 426 1317 108 930 79934 186
internal_value=0 -0.0126991 -0.0227592 0.015976 0.0365916 0.116333 -0.0339274 0.142353 -0.0378146 -0.0409004 0.00704765 0.173472 -0.0567243 -0.0383187 -0.0233932 -0.0821095 0.00234345 -0.127566 0.175891 -0.10104 -0.194622 -0.0727381 -0.266895 -0.0519397 0.0077188 0.292977 0.184993 0.0990856 0.00557422 0.0733579
internal_count=361931 332372 234941 47640 41822 14669 187301 3012 184289 182300 36832 9753 145468 100637 85881 26114 59767 5818 3851 44831 13525 31306 9565 27939 97431 3495 2178 6258 97005 1753
shrinkage=0.000980392


Tree=5942
num_leaves=31
num_cat=0
split_feature=60 456 839 651 1108 461 687 1258 1396 360 556 347 74 1258 151 641 1331 1329 635 763 75 139 218 1255 762 79 692 1256 289 708
split_gain=7.36124 10.4588 12.2567 17.8151 18.226 13.7395 13.161 19.0371 18.0149 14.9163 15.2027 13.278 13.2288 13.4704 12.5191 13.4666 11.94 11.51 10.512 10.44 10.5438 10.43 10.6293 11.0931 9.86539 9.7614 9.55232 10.0122 9.33282 11.1602
threshold=3.4231397208058323 1.4084874003989574 -0.31439812741336509 1.1107569744011787 0.82647556805343625 2.3938024430687137 -1.3786251993972209 -0.48059973163144704 1.4636457197055297 -0.49072153794700518 1.2910224300435518 2.2700016807104539 -0.85778135469312911 0.41500888897100602 1.2017244572641261 -0.43999325244118431 -0.93327773205131026 0.36386836424810981 -0.31511122840566436 0.61200252772291008 0.0223079672158942 -0.61462849287362842 -1.0000000180025095e-35 -0.44839293299787009 -0.49691151418314844 0.19525102082385878 -2.063783894054136 -1.280955538586642 -0.076867888527276204 -0.31947043355983723
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 19 28 8 11 12 21 14 -8 -2 16 17 -16 -14 18 -11 -5 -21 22 23 -9 -10 -7 -18 -28 29 -4
right_child=1 -3 3 4 -6 25 7 9 24 10 -12 -13 13 -15 15 -17 26 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.7098756110882849e-05 -0.030383649175827771 -0.038491524521146112 -0.044756718947094716 -0.014751286399251213 0.077498371704091865 0.080738491010851884 -0.032153374197302791 0.11373576520894338 0.1597151897551071 0.00011215907742869938 -0.060059555487680966 0.062673462378857667 -0.057576859496082711 -0.025782347904684789 0.03296690267776161 0.17951761336431576 -0.043066398261017727 -0.025486602046970758 0.055684321601581821 -0.013068110959996963 0.079419600665757165 -0.033634469574881427 -0.04861857986058097 -0.0039104638691868001 0.016490338851881978 -0.023760645063890338 0.17928652439281051 0.053994942073279574 -0.0084981082699225868 -0.014876833752644295
leaf_count=357139 175 278 535 184 54 36 473 27 38 90 61 23 41 120 21 22 23 90 154 32 37 229 33 23 22 23 36 246 1021 645
internal_value=0 -0.117697 -0.0884625 -0.212716 0.326594 -0.317238 0.0994067 -0.0566962 0.502761 0.221106 0.531063 -0.511426 0.324996 0.593071 0.681404 2.00429 0.888699 0.50522 0.744465 0.0362212 0.796314 -0.293314 0.488316 1.12145 2.24036 0.853884 1.06907 1.23506 -0.361554 -0.552522
internal_count=361931 4792 4514 2567 307 2260 1947 1246 701 750 438 496 641 466 377 43 346 334 244 253 69 312 83 50 60 59 305 282 2201 1180
shrinkage=0.05


Tree=5943
num_leaves=31
num_cat=0
split_feature=785 885 1449 1455 539 1377 1002 1450 1248 1061 1004 572 1454 409 697 1028 1467 1118 718 651 485 948 1218 1148 608 790 1386 979 1390 499
split_gain=11.5869 10.6417 16.4938 24.9112 16.8682 15.799 16.179 16.6439 16.2019 15.9548 19.6538 18.9506 17.9063 15.7124 15.4856 15.1272 15.0996 15.3331 15.0484 25.1646 29.6097 20.6054 19.4751 18.9622 20.1154 26.3667 18.2221 18.4095 18.0516 20.417
threshold=-0.86283290253235112 0.35018306414905159 1.2624102624837521 1.3837091346444212 1.0000000180025095e-35 -1.0606629817441902 -0.32459312438081372 0.2851047416766056 -1.3972270305553784 -0.87357009987099121 0.59444477453878863 -0.80326163028523578 0.83666458647197584 -0.30382463307837898 0.14202082242507755 0.85792094380938277 3.0124991923077498 0.37493962751553139 1.0159173274103563 1.1107569744011787 0.24886241729315503 1.0000000180025095e-35 3.9048232315577729 3.073785392405322 0.66665475971017707 1.8618223311409718 0.37625148072740094 1.0333387011967667 -0.97986167291695836 0.14872693232370457
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 5 -4 -5 -3 7 8 -7 10 15 12 -11 -10 -6 -8 -13 -18 22 20 -20 -22 23 24 26 -26 27 28 -2 -30
right_child=1 2 3 4 14 6 9 -9 13 11 -12 16 -14 -15 -16 -17 17 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=3.6799180786374333e-05 7.1443757808884844e-05 -7.0814838290317767e-05 0.00014761608254326491 -0.00056848966561232463 0.00018409671978188597 -0.00057156679116087382 0.00027482142836069952 -4.7187643534409376e-05 4.6267217956908167e-05 0.0001303784342461802 0.00025711083042121916 -5.0090121752893225e-05 -0.00022528306263520733 0.0001726759258712772 -0.00062719040316683424 -0.00021397378476071367 0.00061541005761028822 -0.00034665512142036136 -1.2063607867850203e-05 -0.00012398015181964875 0.00017048679786670027 -9.463032195545628e-06 0.00027482408816765732 0.00017884728641546322 -1.0964663030302072e-05 0.00017811041293884765 -9.4045926456709782e-05 -0.00011263431508967043 1.8530304173988137e-07 -8.6606753802391116e-05
leaf_count=29559 12193 15640 7005 486 432 281 403 6335 14293 5346 1996 35202 779 7649 134 1058 287 105 27153 5818 9753 4916 909 2047 33344 3907 45292 14884 46947 27778
internal_value=0 -0.0101503 0.00939131 0.104203 -0.217412 6.98608e-05 0.0129297 0.0559054 0.0852577 -0.0131664 0.128274 -0.0257337 0.0877975 0.090961 0.00368915 -0.0720054 -0.0459827 0.376476 -0.0197882 0.0173367 0.0379897 0.117448 -0.0305003 -0.0326339 -0.035657 0.0104155 -0.0508369 -0.0321567 -0.0176096 -0.0329452
internal_count=361931 332372 97431 8057 1052 89374 73734 28558 22223 45176 3457 41719 6125 21942 566 1461 35594 392 234941 47640 41822 14669 187301 186392 184345 37251 147094 101802 86918 74725
shrinkage=0.000980392


Tree=5944
num_leaves=31
num_cat=0
split_feature=728 1456 322 208 344 562 359 1392 365 971 982 209 1257 151 774 685 496 1115 1174 903 485 832 704 150 1382 1463 221 73 897 151
split_gain=7.39709 10.463 10.5132 11.2521 13.1768 17.0446 13.5169 15.5394 13.9433 17.2164 13.3006 12.618 12.5285 12.9249 17.4459 12.8552 12.6286 12.5859 12.3632 13.2771 12.0752 13.5306 13.7145 16.4473 13.8651 12.5789 12.0418 11.9157 11.8245 11.7751
threshold=1.0000000180025095e-35 6.5329192360459878 1.4725277493311824 1.9192360597126046 -0.37624325261769898 -1.6888540101524774 -0.84526848700281387 -0.079411645010240103 0.69464948956747519 0.072118610188838153 -1.3997921651576524 -0.61565984392691042 0.011617606989379503 -0.67201422261012367 -0.43833650082361464 1.0000000180025095e-35 0.70724565362608727 0.57141668675911783 1.3165732944193449 -0.61743597003188666 -1.7886023883537765 0.52276324834086574 0.61879858252607367 -0.75497398905830193 -0.10073333135207983 -0.098319110425498166 0.45518246303837051 1.3946378782713988 -1.0000000180025095e-35 1.576472193238976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 12 -6 7 8 9 10 -7 -11 13 -5 15 -15 18 -17 19 -14 25 -22 -23 -24 -25 -8 -21 -9 -29 -16
right_child=1 -3 -4 4 5 6 20 27 -10 11 -12 -13 16 14 29 17 -18 -19 -20 26 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00020455590556327057 -0.00039904929124784307 -0.048609632367891176 -0.0059587819813720754 -0.017983521009584467 0.084006874014274271 0.094294136962569816 -0.056514561855577732 -0.043895239345181775 -0.034563081253677359 0.037604395549656812 -0.0071914830077115096 0.12834054619346891 -0.033146043979351079 -0.042686949545476402 0.040146636334505832 -0.010285006811568978 -0.0479407234794944 0.10374652834537952 -0.053710377700182776 0.028810427169605808 -0.027744641256664194 -0.020240977331019885 -0.03921121170899286 0.099050000280204054 0.01467421388236595 0.1110762349809431 -0.027611512542280389 -0.056707747672581355 0.11371504019404728 -0.057798643863488909
leaf_count=252841 94401 83 9672 277 31 30 21 229 126 85 238 42 143 156 431 63 150 22 92 301 1680 430 64 60 82 20 77 25 20 39
internal_value=0 -0.0209747 -0.0202795 -0.0135559 -0.14989 -0.267771 -0.292044 0.073368 0.379869 0.623718 0.135988 1.43549 0.0423087 0.263583 0.438422 -0.259306 -0.213776 0.577641 -0.0483879 0.0953114 -0.395935 -0.424496 -0.0431992 0.503668 0.966302 1.12912 0.333341 -0.569855 0.950774 0.708364
internal_count=361931 109090 109007 99335 4934 3183 3152 795 521 395 268 127 1751 988 711 241 763 85 613 521 2357 2316 636 206 142 41 378 274 45 470
shrinkage=0.05


Tree=5945
num_leaves=31
num_cat=0
split_feature=785 332 395 203 678 602 1450 1459 710 1454 1470 74 1461 1322 599 754 951 282 486 710 225 1154 1105 554 47 839 294 164 915 971
split_gain=13.5752 11.5117 24.9792 18.4071 17.8552 21.8804 18.4887 17.6308 17.8008 17.4014 22.7032 24.0885 22.8963 17.9732 17.3134 16.6412 16.588 16.4173 15.5721 19.7803 16.7044 17.1137 15.5089 15.1493 15.1429 15.1138 18.3238 16.1948 14.8704 16.2222
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.34708990927187483 0.66849908449309148 -0.34557539116087493 2.1181754444417895 -0.75092172263268342 0.46457600248903658 0.29719935299617245 0.56712102059263614 2.8731308545368139 -1.466804341704377 2.4014374252695494 -0.28790259491387865 3.0194634035002808 1.1430299410099245 1.4335984390013645 -0.35338778544323396 1.0275645940995326 1.0000000180025095e-35 0.33575676842318491 1.6391053631036938 4.9539761997101044 0.62004983518276158 2.8830043942517625 1.0000000180025095e-35 0.99098431271618981 1.8170153422796402
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 18 -3 6 7 8 15 10 11 13 14 -8 -12 17 -10 22 25 -20 21 -21 -6 -7 -13 26 27 -2 29 -15
right_child=1 4 -4 -5 5 23 9 -9 16 -11 12 24 -14 28 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.7670069625564967e-05 -2.0610949257622671e-06 -1.7056519511122595e-05 -5.7720793737265719e-06 -0.00017110053051304732 7.1231360073271109e-05 -5.1476489989063416e-05 -0.00039214432333866355 0.00042311035605922066 -4.0968300496624909e-05 -7.9184750784733407e-06 5.2197854525283821e-05 0.00036001762110253422 -0.0011563157873422548 0.00020015179360728406 -0.0007294553983005469 0.0003964118340523085 0.0006745513676217757 0.00049116506497744281 -6.0784047476037783e-05 -6.366992559622456e-05 0.00088547063520066081 0.00042323825138343028 -0.00038614079321280668 -0.00051382778632597993 -0.0014195477695276319 -0.0001508300235061197 -0.00065488934748575553 -0.00015287454452559375 -0.00013437615041373197 -0.00019551601672704547
leaf_count=29559 27533 126699 82513 20329 1565 7134 416 395 16124 5857 5813 2691 77 6344 122 825 119 302 2607 963 238 751 457 322 21 12246 632 7950 844 483
internal_value=0 -0.0131278 -0.0304287 -0.0748626 -0.00138168 0.0316606 0.0508221 0.00283799 -0.00670668 0.0922683 0.127034 0.185255 0.0217738 0.125332 0.0362211 0.141037 -0.0352937 0.0485403 -0.0522009 0.0881658 0.274668 0.190301 -0.0232197 -0.0720066 0.353785 -0.0689077 -0.038922 -0.0322804 0.144776 0.17587
internal_count=361931 332372 155762 73249 176610 49911 42455 19787 19392 22668 16811 10799 6012 8087 5935 3149 16243 2324 52920 4559 1952 1714 2022 7456 2712 48361 36115 35483 7671 6827
shrinkage=0.000980392


Tree=5946
num_leaves=31
num_cat=0
split_feature=1440 1323 576 489 351 1114 740 628 200 148 485 1456 1328 217 87 1247 351 140 1104 1462 16 78 1249 1389 1311 281 215 70 896 773
split_gain=7.38737 11.2149 16.17 11.2336 11.4066 10.8153 10.1348 12.7882 12.0294 17.9892 15.6427 14.351 15.6422 13.7588 13.9461 13.6656 13.9968 13.6032 14.2203 13.5461 13.2301 13.1157 12.7928 13.4541 12.9476 12.7538 12.7357 13.6914 16.3985 12.4286
threshold=1.0000000180025095e-35 3.0082871096711936 1.0000000180025095e-35 -0.48650999033109382 -0.41436948695587844 0.96181841838791493 1.0000000180025095e-35 2.7076599383813367 -0.97734522064874174 0.33897701332484065 -0.25003083418300953 0.91809667461792233 -0.71880166540861679 2.1831132186481939 1.558094254673301 -0.32361231481890018 1.2027449423016912 1.0615968591048752 1.4850173676742029 1.2253339163776633 -0.36661456178215274 1.28600342289929 -0.29625655284182562 2.3485144572910177 0.6530047157037856 -0.63674278445330679 -0.69301499083669071 -0.74369297471023554 0.17016277693026818 1.8650505758962785
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -5 7 8 29 11 15 17 -13 14 26 -11 20 18 -10 25 -17 -19 24 -24 -14 -16 27 28 -12 -2
right_child=1 2 3 5 -6 -7 -8 -9 9 10 13 12 22 -15 19 16 -18 21 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.621390016363601e-05 -0.01224617028412524 -0.026407141675385687 0.035426501509542969 0.048400243999054682 -0.063508045405824651 -0.039137680666233382 -0.00026008456112998877 -0.042136381960191371 -0.0027942957224017019 -0.023321234504784596 -0.02431335786989107 0.025633626320757771 0.022761891076268009 -0.068872340275671864 0.051841477041605605 0.031463225963513496 -0.045844433383958015 -0.013798275417399544 -0.023857889000429601 0.063894234040165282 -0.0045011326418626296 -0.055551639222290727 -0.024228684914887555 0.085656960310332431 -0.025314233729462721 -0.033507889587481708 0.01952308607033134 -0.023674899260354317 0.083646652338919728 0.019935259266777767
leaf_count=313467 6705 144 43 214 39 31 24829 285 7431 721 59 429 338 46 36 307 130 1829 685 31 529 207 478 20 122 314 1826 305 42 289
internal_value=0 -0.0333642 0.353512 0.60097 -0.276431 0.822204 -0.0376135 -0.0839536 -0.0778848 -0.0444503 0.105193 -0.0992548 0.141513 0.219081 0.240883 -0.128401 0.0813783 -0.13638 -0.0883765 -0.274988 0.199286 -0.3401 -0.0549721 -0.38442 0.221906 -0.463816 0.310209 -0.151443 0.683646 -0.208475
internal_count=361931 48464 471 327 82 245 47993 23164 22879 15885 4346 11539 1387 2659 2613 1687 966 10152 8116 381 836 2036 958 498 460 350 2232 406 101 6994
shrinkage=0.05


Tree=5947
num_leaves=31
num_cat=0
split_feature=785 727 77 38 359 913 555 15 190 1278 341 354 1176 1242 986 1467 1316 981 979 1190 225 1045 963 1267 1118 759 1186 1188 350 774
split_gain=7.3737 8.72877 9.73318 11.3951 15.9076 12.4575 11.1701 11.1341 10.7889 10.4848 12.5891 12.1031 11.8789 11.5821 13.1302 11.4433 12.8211 13.478 12.6669 12.3194 14.1678 14.3069 12.8135 11.749 11.2302 11.2098 11.5347 12.4989 11.0775 12.2304
threshold=-0.86283290253235112 1.0000000180025095e-35 1.5029597294391763 0.63295975211618161 -0.26896296839505102 -1.1680876141525158 0.90153574558748206 -0.22417324690855203 3.8946573681908618 -0.32715411899638508 1.6369401821412268 -0.43772203396287218 -0.13185579747595838 1.6720077292213045 -0.30926124895050172 0.44520113322763349 0.92674157013525182 2.1080072629989046 -0.016323620742728452 -0.56691717456319879 -0.26693963751045652 -0.18323269672719877 0.62370891037104936 1.0000000180025095e-35 0.41126119738690348 -1.2193025006417286 0.92446007990981072 0.057293569767423641 -0.10861098191556377 0.068398104569967755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 5 -5 7 -6 -4 9 13 12 -12 24 -3 -15 16 17 -14 28 20 22 23 -18 -22 25 -11 -27 -28 -19 -30
right_child=-2 2 3 4 6 -7 -8 -9 -10 10 11 -13 15 14 -16 -17 19 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.00059983870856747802 -0.00028244676129021918 0.00014911924405522337 0.0069629898159717044 0.031066774292326356 -0.071325447453922358 0.023659629264222527 0.031564654601891964 -0.08566489529329345 -0.05565990582048376 -0.065254831786468376 0.010049631281929967 -0.020097779043078662 0.01301355018588024 0.00084376745026035866 -0.075289075268954078 0.023625135502989048 0.035629872007127347 -0.11617547735419809 0.02271831989803981 0.0050792284204885605 -0.025044706056162006 -0.011748600912362716 -0.050610979584356675 -0.13833415546433769 0.012243772656575062 0.0012567641856456725 -0.063681388453853197 -0.0045476688447307709 0.042232759567811445 -0.077408110110678274
leaf_count=12551 332372 6877 47 63 77 932 27 27 42 38 267 500 2811 61 61 864 56 28 50 337 21 46 39 35 1115 2338 78 118 26 27
internal_value=0 0.0324876 0.067702 0.288343 -0.327532 0.386835 -0.974814 -0.503869 0.0535184 0.0566827 0.111085 -0.173678 0.138734 -0.0094466 -0.717862 0.22414 0.164235 0.226876 -0.547961 -0.166067 -0.632013 -1.25094 0.0031239 -2.02241 0.0433028 -0.0376365 -0.0196283 -0.551756 -1.13515 -0.448292
internal_count=361931 29559 17008 1173 167 1006 104 74 15835 15793 8794 767 8027 6999 122 4340 3476 2942 131 534 197 102 95 56 3687 2572 2534 196 81 53
shrinkage=0.05


Tree=5948
num_leaves=31
num_cat=0
split_feature=821 1443 269 21 733 639 1469 1452 1454 1458 1467 1470 1236 1470 1151 1470 1190 1467 679 351 294 89 986 634 785 663 826 1095 1458 852
split_gain=11.5995 17.3403 14.6944 20.0521 26.294 20.9637 20.7786 24.8271 21.8378 20.4293 23.5416 22.0741 18.9641 20.0166 21.6998 19.0058 20.9527 17.944 17.9401 18.3781 17.9183 17.7998 17.5964 17.5718 16.8786 18.5927 16.8319 18.5383 17.4353 16.2432
threshold=-1.0305144854359449 1.593744732512876 -1.2832447556410924 -0.32341995197817647 2.3938204998800492 0.24328896595660957 1.569158560977409 0.22281241686935668 -0.91909735138557946 0.14920255515092884 0.3201007491635226 -0.81845030101280691 0.46494720282425184 -1.1298860701531226 1.481418445396719 1.4838090556700341 0.38307359286910764 0.254489633896615 2.3187680814232108 -0.44561807496085559 -0.63531938770650487 0.03609760177579479 -0.15486877996611706 -0.2737158163393793 -0.86283290253235112 4.2175069721874712 0.79575735505199818 1.0000000180025095e-35 -0.31735996517444137 1.0747610123934368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 9 23 10 17 -12 13 14 21 -14 -17 18 19 -8 -16 -5 -18 -4 -15 29 27 -10 -29 -26
right_child=1 -3 3 12 -6 -7 7 -9 26 -11 11 -13 15 24 20 16 22 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-3.3934884330581925e-05 -5.02500908847559e-05 -5.9098008600314514e-05 4.5283487289782875e-06 -8.5527559073715108e-05 -0.00018832493808025632 -1.835569997666919e-05 -0.00053650980313327647 -0.00062514711264226091 0.00011951701283873602 0.00031147859066717491 0.00052892350506033572 -0.00050827973159500717 0.00011090318048567407 6.790659681854475e-05 -0.0005682104728791566 -0.00041781196712784203 0.00064132033286544519 -0.0015541862913929626 0.0012974067142498878 -6.3630614075273729e-05 0.00016976772875970355 -0.00030025374069919805 -0.00050584159257539558 0.00053901833298757972 -2.1569898270427458e-05 -0.00059987921768898326 -1.7552389876547639e-05 0.00012874495227830086 -0.00019564173352140204 6.0352652933056615e-05
leaf_count=94827 28170 29663 480 8769 3745 17010 763 604 28860 621 391 201 9911 15192 189 793 189 59 42 1196 1832 2551 118 873 91143 406 6344 1744 2327 12918
internal_value=0 -0.00123289 0.00475594 0.0106487 0.0444609 0.0535577 0.0782065 -0.0904652 0.0922462 -0.02317 -0.122991 0.285658 -0.00407343 -0.0117129 -0.0936868 0.0843821 -0.212036 -0.24704 -0.209402 -0.243181 0.112675 -0.133058 0.284181 0.372276 -0.00226038 -0.0124488 0.0826187 0.104001 -0.0563282 -0.0109189
internal_count=361931 267104 237441 209271 65260 61515 44505 3877 40628 3273 2652 592 144011 133000 13341 11011 1100 2060 2001 1959 2021 11320 307 1353 119659 104467 39275 32931 4071 104061
shrinkage=0.000980392


Tree=5949
num_leaves=31
num_cat=0
split_feature=859 970 1318 1242 543 1186 21 705 900 1011 1406 739 1268 9 1386 224 153 1394 1184 288 68 908 706 691 1322 429 908 1256 946 106
split_gain=7.40899 12.8113 15.2042 15.0012 13.3956 13.6054 15.68 19.2885 13.3826 13.2776 15.61 17.1751 16.8114 18.0671 15.2259 19.8888 14.2063 13.2039 16.2061 16.3006 13.6674 16.1592 13.1061 14.5658 14.64 15.8533 17.1072 14.024 17.6524 13.9421
threshold=-0.54135187694831066 1.1436148070811052 -0.69296444994337869 2.8034898310358964 1.0000000180025095e-35 0.45506169038193123 1.189441983669046 1.5624980237117756 0.16160037013677994 1.0000000180025095e-35 -0.37994684889855357 1.0000000180025095e-35 -0.38299609385059868 1.3508012640364842 -0.83108282478794016 -1.1031710033404882 -2.1188120049912236 1.1955360871357621 0.36068699713138014 -0.87955825726131198 0.64363186573666176 0.52456119766085862 -0.05986545823065588 -0.83101827305647313 0.83311445300537856 -0.52520506877238493 0.64763644134428844 -0.0084336391777286995 2.5134973840799568 0.36828068921436874
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 22 -2 6 7 8 -6 14 16 -12 -13 -14 15 -4 -11 -18 19 -19 21 -20 23 -3 27 -26 -27 28 -25 -24
right_child=1 2 9 -5 5 -7 -8 -9 -10 10 11 12 13 -15 -16 -17 17 18 20 -21 -22 -23 29 24 25 26 -28 -29 -30 -31
leaf_value=0.00065210079263611741 0.00010168880026524034 -0.0053863870911100434 0.016531670961812867 -0.04734687413940758 0.0013684033746183886 -0.0078746999021738102 0.010051466343967129 -0.029604050429122276 -0.0070967106470255035 0.063606930117799498 0.0082511916008707904 -0.03832562226224917 -0.011251474374112308 0.070853513975477941 -0.0015442159008440303 -0.016856631169928481 -0.024500617102899785 0.038962277889901302 0.034238240773825146 -0.04026911960131313 0.082015104112262094 -0.067674225730397636 0.00073822866656485329 0.0057296874871519297 -0.028271575750693681 -0.0059739237505413868 0.036169994906140875 0.027495674178054475 0.1049420297841514 -0.017496416526982504
leaf_count=117182 188414 1158 411 116 10847 7852 1564 654 5407 30 934 375 287 47 13802 3433 1855 42 72 173 40 35 3048 1305 325 454 184 807 32 1046
internal_value=0 -0.0100692 -0.0627255 0.0270576 -0.00410647 -0.0636275 -0.0213394 -0.0511801 -0.0340639 -0.103526 -0.235804 -0.0445992 -0.373174 0.0668895 -0.0683519 -0.24862 -0.372 -0.396682 0.013515 -0.430632 0.584288 0.12166 0.0389342 0.128891 0.214947 -0.0463203 0.154292 0.32177 0.156671 -0.0747827
internal_count=361931 244749 30011 8475 214738 26324 18472 16908 16254 21536 3890 1643 709 334 17646 3844 2247 2217 362 215 147 107 8359 4265 3107 963 638 2144 1337 4094
shrinkage=0.05


Tree=5950
num_leaves=31
num_cat=0
split_feature=785 519 713 650 645 659 921 783 1443 762 991 852 1458 609 791 746 809 289 854 797 797 965 1437 706 84 414 80 399 1243 1035
split_gain=12.9982 11.6958 16.3408 19.9263 20.5648 18.665 18.3762 35.3518 19.1899 21.4623 18.3663 20.8796 16.5614 16.5096 15.5777 27.1045 21.8382 20.3579 18.4812 71.5309 18.8593 21.4677 18.4598 18.4414 17.6266 16.7693 21.4378 17.9431 16.586 18.032
threshold=-0.86283290253235112 2.1420547332082829 1.0000000180025095e-35 1.6923072129381651 0.66777575187080795 2.2359170208873898 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 0.92095852375103993 1.0000000180025095e-35 1.5460827014339922 2.2685729398725978 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 -0.87473648844905705 0.63961785378869596 0.63961785378869596 -0.45591238426429986 1.4266783389745494 0.03945264047130545 -0.010139945829889745 0.69970882891009956 -0.7961302373238599 1.2961422998928038 0.1517318052922412 -0.34755022397939389
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 14 8 9 10 12 -12 -8 -13 18 16 17 -16 19 24 28 25 -18 -19 -4 27 -27 -22 -20 -30
right_child=1 -3 6 -5 -6 -7 7 -9 -10 -11 11 13 -14 -15 15 -17 22 23 20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=3.7623777136769557e-05 -3.4087129631264945e-05 3.638138813585156e-05 -0.00022824947219574564 0.00014294492426302532 9.3614556385192843e-05 0.00015607726086357181 -4.6323873321247238e-05 0.0002448771285925535 -0.00011788625934660791 0.00023214219618505435 -7.7252993394435842e-06 0.0003400262351671658 0.00025139663349543718 -0.00047805930501873588 -0.00027716275600245553 9.6978304491937854e-05 -2.7112219377819514e-06 2.0881353958891327e-05 -1.9851667917528543e-05 0.00027117036621238154 4.2209275948779135e-05 -0.00015715981527736486 0.00022577341642119507 -0.00013327673326385777 1.8615165623433813e-06 -0.00071867174833824721 -0.00011417767443110557 -0.00028763442150157929 -0.00017297789132177455 -4.4270279443243462e-05
leaf_count=29559 37313 21518 3481 5954 9620 3017 17242 3076 6926 2064 2666 1804 925 123 5860 10309 28211 10268 71738 3676 9857 21467 1632 12918 3851 456 3121 1058 12068 20153
internal_value=0 -0.0120819 -0.0162836 0.0194103 0.00409444 -0.0204146 -0.0250649 0.024615 -0.000225105 0.0278618 0.0055932 0.131221 -0.029476 0.296214 -0.0339054 -0.00243079 -0.0269676 -0.0889068 -0.0478393 0.0419913 -0.0561956 -0.106318 0.013212 -0.0584816 -0.103524 -0.0356908 -0.18236 0.0111824 -0.0394913 -0.0905102
internal_count=361931 332372 310854 55904 49950 40330 254950 34826 31750 24824 22760 4593 18167 1927 220124 69198 58889 29046 150926 11008 139918 35959 29843 23186 7332 14492 3577 10915 103959 32221
shrinkage=0.000980392


Tree=5951
num_leaves=31
num_cat=0
split_feature=728 1020 1100 706 974 83 24 691 795 489 784 854 796 490 1001 897 558 565 1262 350 348 430 1459 689 702 1388 678 835 1450 1331
split_gain=13.4266 15.4479 14.7745 14.1696 15.254 13.9067 13.8083 13.675 14.9663 19.6122 18.7762 19.5513 21.0799 17.8798 17.0466 16.3848 17.6281 15.9486 19.5719 16.25 16.6451 15.9082 15.9015 18.2315 21.5839 16.2624 15.2678 15.1782 17.165 14.8125
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.6293515030253838 2.0258146145105322 0.66264601578696347 -1.1590745627182073 2.2235778879888186 2.1516311091689517 -0.29258408639884992 -1.1505828196359797 0.9594655836162902 -0.87473648844905705 0.38087715954262297 0.63578521953922928 1.0677976645924421 -0.12575929772450853 -1.1086296688547044 -0.67075317532999967 -0.33257084514878871 -1.6500104983728974 -0.059501536551871619 -0.37028881819514847 -0.47433201747382236 -0.35702610058098444 -0.9318362961745511 -1.6527611960565338 3.5403029582336045 -0.81528098009991901 -0.85352856111255682 -0.72784390871336935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 6 -1 8 9 13 11 12 -10 29 15 -15 -17 18 19 -11 -21 -13 -19 25 -25 -24 -27 28 -12 -7
right_child=1 3 -4 4 -6 7 -8 -9 10 17 27 21 -14 14 -16 16 -18 22 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-7.7271137056619498e-05 -7.2472465921977574e-05 -2.089495560994937e-05 -5.5831010782148599e-05 0.00017281930559517072 -0.00020169160449837761 0.00040448167425709806 0.00021088548723194659 -8.90744806653414e-05 -0.00010309595176978573 0.00070428536039597687 -9.6789264948356451e-05 1.0176687786953859e-05 0.00016772963762119665 -0.00010209750528726764 0.00020994567240506927 8.4730993658236283e-05 -0.00054996571201264234 1.5944740283505413e-05 -9.4893925280256563e-05 -4.8754375713242637e-05 0.00014445146408205802 -5.7031460846690748e-05 -0.00060617606870829734 -4.8332434224855485e-05 0.00015137426673653362 4.1249769691434134e-05 -0.00088241505788937244 1.7060643815688661e-05 0.00020055145569021905 -4.955352814856292e-05
leaf_count=18100 47529 56617 32810 4167 777 522 953 7478 1907 189 1123 28267 4461 2153 517 408 1420 25398 9482 5099 4130 46425 241 3207 19727 14975 103 17858 4507 1381
internal_value=0 -0.0345574 -0.000962823 -0.0100366 0.11739 0.00473015 -0.0617715 0.00970005 0.0131736 0.0350584 -0.00489722 -0.0216874 0.0928855 -0.099468 -0.188621 -0.248963 -0.43443 0.0435761 -0.0174804 0.0555323 0.0416014 -0.0324821 0.0598038 0.0885231 0.128078 0.0283714 0.0366442 0.0490528 0.146526 0.0973118
internal_count=361931 109090 252841 61561 4944 220031 19053 200978 193500 88952 104548 81060 6368 6401 4498 3981 1828 82551 18900 9418 9229 74692 63651 38253 22934 15319 15078 23488 5630 1903
shrinkage=0.000980392


Tree=5952
num_leaves=31
num_cat=0
split_feature=522 654 1168 1055 1256 897 429 281 779 912 1469 986 133 1290 1316 1082 276 831 632 1358 150 1044 352 209 1158 291 292 552 1268 10
split_gain=7.47483 11.6284 14.3491 14.7188 14.309 12.5775 12.0294 15.4936 13.3569 15.5512 13.3225 14.5776 12.4873 14.5279 14.4965 13.7047 13.3661 12.4459 12.4158 12.3219 17.1471 18.1 18.4645 14.0019 13.5692 13.4826 13.7597 12.2014 14.275 16.2518
threshold=-0.71745339412579689 2.1031908482322286 1.4187720419083558 -0.013902038001375466 1.4050321414948306 -0.55815341326303824 0.60147285366666259 -1.2602879436148979 0.31787420074613126 1.7396490052858136 -1.3460032622719822 -0.45530817907086568 1.0000000180025095e-35 3.3982686287453148 1.1635880840348205 3.3603953017370478 0.35124975532220237 1.0635292115194668 2.7082647136635178 2.291823752708289 1.6306675032564555 -0.39886157003201556 0.30551449496481714 0.21008437031575591 1.0000000180025095e-35 -1.6969113118640429 -1.0809674824807762 0.86869853046762091 -0.8739240039915398 -0.67995718555438678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 7 17 10 12 11 -8 13 14 15 -10 -14 -1 -9 25 21 23 -23 -21 -25 26 -12 -27 29 -29
right_child=-2 2 -4 -5 5 -7 8 18 9 -11 19 -13 16 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.0031651854969410361 -0.00044908778187090757 0.0002258201648718377 -0.01511493186238827 0.020461789136829323 -0.0012141415070362289 0.053622209554786859 0.0030423331388785106 0.0018681961147618356 -0.0030362635076684472 0.014921051765729649 0.0056444718355586421 -0.065963384506006362 -0.028437303923340065 -0.061273037894889693 -0.024011818504870025 0.066710677727226914 0.0021261154535755357 -0.022408790321024039 -0.053782973500189707 -0.027901749793306098 0.070941742100854785 0.04384028731270153 -0.024050891403477548 -0.02507686297393313 0.052431844365117664 -0.0025365401493544094 0.052170163199992375 0.021073972648991364 0.0083152091843810127 -0.041954623106870315
leaf_count=4050 269958 1673 440 1081 85 107 66 61272 3573 389 313 88 993 64 494 29 314 675 73 194 52 201 74 48 55 12737 131 73 2463 166
internal_value=0 0.0158599 0.148146 0.198013 0.0768542 0.618059 0.0105436 0.0270804 -0.0352186 -0.135434 -0.00363104 -0.65952 -0.17088 -0.113923 -0.096546 -0.0455299 -0.405399 -0.116131 0.0363458 0.00270023 0.299769 0.185205 0.582367 -0.190416 0.42041 -0.0103533 0.416253 -0.0207364 0.116161 -0.416914
internal_count=361931 91973 3386 2946 1865 192 88587 66070 22517 5856 16661 154 5467 4160 4096 3602 1307 4725 61345 16507 624 572 275 297 103 15883 444 15439 2702 239
shrinkage=0.05


Tree=5953
num_leaves=31
num_cat=0
split_feature=1430 1436 1469 858 937 194 1317 491 557 622 158 899 363 360 781 641 132 972 7 841 1117 1449 8 1434 885 1393 356 1454 1468 389
split_gain=7.43321 17.0367 15.0381 12.9163 12.9113 15.9917 17.3424 15.5219 20.6441 13.9952 14.1862 13.002 16.1661 12.9588 17.7066 15.085 13.4895 14.9157 13.334 13.1514 13.1948 13.133 12.9289 12.9061 15.8618 13.9523 15.9452 15.7174 19.0697 14.5685
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.2987941639197651 1.0825608069246189 -0.58363259351866237 0.58307762070518543 1.4553956804555075 1.033097487508106 -0.31182837748951725 0.55783070438601656 -0.63635442930805264 0.80747320239917109 -0.17785503962202678 -0.58183652878716652 1.0000000180025095e-35 2.1370914862793571 -0.64123316691334564 1.1751145008478956 -1.3443557423761756 2.0383436202351635 1.156434091446368 0.23597764718087469 0.21636272487947875 1.0000000180025095e-35 4.8263866747680533 1.5718089436819971 0.18688190722321027 -0.86730870454553399 0.29530843783491928 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 23 5 9 -7 11 -9 -5 -11 13 22 -6 15 16 17 18 -15 20 -18 -19 -13 25 -25 27 -27 28 -4 -30
right_child=-2 -3 3 4 7 6 -8 8 -10 10 -12 12 -14 14 -16 -17 19 21 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0035766150745630992 0.00034454762153893372 0.0002335058771495356 -0.022413123310772675 -0.028036421742438013 0.022595065749233055 0.0023740659522093403 0.09090188821962869 0.0083795608171632341 -0.034268478225026898 0.073432294120534383 -0.0089849537474417408 -0.010579840970749176 0.017079659452804884 0.099693573207698769 -0.0085626068527688472 -0.051041849146972879 0.0059710437809160502 0.084611205775473236 0.016055994912754855 0.089860107507635678 -0.050006512186252829 -0.030727541294219847 -0.062851537674245075 -0.0015452010429579956 0.073551499255345834 -0.0069173435550727276 -0.03243276175015776 -0.0040284006554882311 -0.014388571748194924 0.038979290641637465
leaf_count=4504 197825 89418 2638 647 965 172 26 346 335 42 140 229 207 21 917 79 798 82 647 22 77 22 114 23052 31 1478 983 35566 320 228
internal_value=0 -0.0154159 -0.0489973 -0.0621958 0.0457714 -0.209324 0.341554 0.0973904 -0.245521 -0.38524 0.252369 0.152896 -0.205318 0.204608 0.119172 0.252916 0.29086 0.50625 0.385124 0.0842283 0.0345969 1.33604 -0.539151 -0.0762368 -0.0275567 -0.111401 -0.337258 -0.0972888 -0.325436 0.226408
internal_count=361931 164106 74688 70184 5888 1027 198 4861 681 829 182 4180 550 3630 2665 1748 1669 772 668 897 875 104 343 64296 23083 41213 2461 38752 3186 548
shrinkage=0.05


Tree=5954
num_leaves=31
num_cat=0
split_feature=1465 1453 1259 1122 702 1308 498 360 1469 1453 296 1466 1451 1470 698 556 822 798 1398 210 833 835 969 481 622 304 1392 142 1449 621
split_gain=7.40235 11.7112 10.787 10.2242 10.9606 10.3416 10.8283 10.8761 12.9604 12.4323 10.2377 10.6408 14.6634 14.7701 13.2143 12.6761 12.6104 10.73 12.1883 10.105 11.9752 11.2284 10.0439 10.6938 10.0319 10.3479 10.052 9.8182 9.72682 9.90217
threshold=2.873316917895123 5.5477399240790328 0.10700171057489674 -0.26425489114365547 -1.4435097624929671 -1.3860863925232534 2.4570082903855099 0.08953708792981184 -1.3381350792132791 1.0969950498647898 -1.0836901942381425 2.5621452872994568 0.83690148397000685 -0.37297888439438048 -1.1993211373185704 0.96212009811685151 -0.62135608139798226 2.2760684109587372 0.42058611259604356 -0.2870917298080915 0.80597993277469793 -0.070722328331251472 0.74944610812852275 1.0000000180025095e-35 -0.44165984776734774 1.0000000180025095e-35 0.28905577683475264 -1.0849432130270127 1.4881733406667772 -0.063689940577189921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 -7 -9 -10 -6 12 17 14 -14 16 28 18 -12 20 -11 22 23 -21 -18 26 -26 -20 29 -16
right_child=1 2 -4 4 10 6 -8 8 9 19 11 -13 13 -15 15 -17 24 -19 27 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00018808688387530337 -0.010226444149253023 0.045670227978352872 -0.016797566240298354 -0.037515369269405657 0.029576992453657698 0.0023804819748553356 0.072484657906703429 -0.037627923134305741 0.023097702291225999 -0.040976807503577649 0.0085026518507168181 0.012206226712064542 0.049316090690932894 -0.063644929988787721 -0.034304369662957905 -0.06778918076662642 -0.052871365089940427 -0.044093805984690648 0.047251928566355822 -0.03259460006139666 0.046960634548494841 0.043164976281471062 -0.073941140063413555 0.042558188647846412 -0.01047899146796798 -0.0333011930218583 0.073839861628705941 -0.02868926761097881 0.042840494774669967 0.016253673059364912
leaf_count=354454 587 137 49 169 134 1995 30 58 1036 114 1144 530 46 91 101 86 128 98 23 43 22 77 23 42 57 117 22 350 64 104
internal_value=0 0.0706151 0.616759 0.0549448 -0.0489132 0.128949 0.168873 0.156686 0.301788 0.343473 -0.0206797 -0.0521086 -0.123085 -0.373246 -0.262966 -0.342726 -0.24235 0.0204877 0.066329 -0.0264263 -0.508885 0.277921 -0.176628 0.14808 -0.55114 -0.226613 0.406317 -0.40969 0.117711 -0.13362
internal_count=361931 7477 186 7291 3264 4027 3440 3410 1415 1357 3095 2961 2431 816 725 679 593 1615 1517 321 136 185 108 85 324 196 79 373 269 205
shrinkage=0.05


Tree=5955
num_leaves=31
num_cat=0
split_feature=1166 407 526 821 21 1454 1323 21 912 831 1470 1191 1469 1451 1452 764 46 1459 1468 821 1464 21 674 956 1451 766 140 1470 1457 1469
split_gain=12.5156 19.8675 17.6144 17.5305 25.7053 21.43 20.9462 19.5726 19.2866 18.2979 21.9163 19.9201 18.1307 27.0141 25.4861 21.6858 21.6522 24.3099 20.935 25.1739 20.0671 22.5283 19.3869 17.862 17.6132 17.5627 17.4475 16.7961 16.678 16.4636
threshold=-0.94772631485393388 -1.2965003005540392 2.3757057381457001 -1.0305144854359449 -0.32341995197817647 -0.91909735138557946 2.8425200577949936 -1.2689586617576902 1.806446067014692 0.7352422090975943 -1.1298860701531226 -0.71940863817356637 0.28271063087949944 0.11757366443131641 -0.0029094387748198574 0.4946156859956074 1.3976309195286467 -0.29335017616020637 0.19824556727861756 0.19670793911776327 0.28596086599967491 -0.70163543588998201 1.0000000180025095e-35 1.0000000180025095e-35 4.3250660786149879 -0.4805302877521363 -1.4366206554377183 -1.0944060458206815 -0.41252357085658425 0.36139246146652754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 7 -3 -5 12 11 -11 -6 -7 14 16 -15 17 18 19 -14 28 -22 -19 -24 -13 -8 -10 29 -21 -18
right_child=1 2 -4 4 9 8 25 -9 26 10 -12 24 13 15 -16 -17 27 22 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.3296896083750896e-05 -5.8729377660909164e-05 -6.9579534584488309e-05 -0.00012460643522919232 -0.00059315254807870937 -0.00012021294343098651 6.3185491338601504e-05 -0.00047641602750550933 0.00030631961911351094 -0.00082256327586202875 -0.00013513149537835054 6.6589439577176249e-05 -3.2550594633852187e-06 0.00022372347584425205 -0.00031692472010749442 -0.0001514739911496459 6.7155846167658555e-05 -0.0014549796536967668 0.00033323753988714775 0.00026316630076758223 -0.00069335361813973391 0.00076334914731832786 -0.00059008516721971817 0.00024282089037991813 -0.00022652654676619764 -0.00033556698915652381 0.00074737064826510254 0.00025032373330648291 -0.00056434830245560646 -0.00020366152571900902 0.00044757199610944879
leaf_count=104504 35390 22234 7769 158 8365 34642 104 2233 97 2723 25491 98697 811 2639 3612 1067 23 2557 865 578 156 90 815 772 757 300 2602 590 1122 168
internal_value=0 -0.000644865 0.00641907 0.00953005 0.0156389 0.0563189 -0.0597185 0.264777 0.0470011 -0.000954235 0.0480754 -0.0147516 0.0368237 -0.0288459 0.0229033 -0.205244 0.0856892 0.117369 -0.0224586 -0.126263 -0.265254 0.306785 0.228303 0.0295172 -0.00600276 0.494385 0.226441 -0.318732 -0.360828 0.213813
internal_count=361931 257427 222037 214268 191630 55597 22638 2391 53206 136033 28214 107819 50507 15865 12159 3706 8547 7766 3622 2757 1946 246 4144 1587 99454 404 2699 781 1700 191
shrinkage=0.000980392


Tree=5956
num_leaves=31
num_cat=0
split_feature=821 1442 1396 407 802 21 566 1454 21 66 117 831 332 767 979 627 603 1470 702 225 922 1449 357 498 1183 769 837 707 348 770
split_gain=11.7563 18.4616 19.0582 15.9111 16.8912 22.2297 22.4705 19.9671 19.8135 18.4589 18.3932 17.4578 17.432 19.7101 27.2775 19.8928 20.7738 22.3389 18.8388 17.6017 17.5281 20.4342 18.4667 17.5518 17.3922 22.1409 18.2679 17.1734 17.4188 16.3603
threshold=-1.0305144854359449 -1.2625182715263061 1.2676718974403742 -1.2965003005540392 2.3997028388336878 -0.32341995197817647 2.0449780822036492 -0.91909735138557946 -1.2689586617576902 -0.71144088264426897 3.4489692517304626 0.7352422090975943 1.0000000180025095e-35 1.2069114796233935 1.6676027425389297 -0.7592327301928975 1.0000000180025095e-35 -1.3664195657027294 0.82247273120287534 -0.34689431063930881 -0.48685051327531409 1.6835273741192649 -0.67020541662747946 2.5426301931846376 -0.72545893170965148 0.65439873488345723 0.58714584802607805 -1.0738634970366314 -0.043272937286170821 1.0402155843868319
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 8 -5 -9 29 12 18 15 -15 -14 17 -17 -7 24 21 23 -22 -19 25 -18 -26 28 -20 -11
right_child=1 3 -4 4 -6 11 -8 9 -10 10 -12 -13 13 14 -16 16 19 20 27 -21 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-3.4425254756947278e-05 -3.7255936681950754e-05 -6.0359012237806e-05 -0.00025489523845330337 -0.00068361525195902325 -0.00012167204193109699 -1.3377692681291798e-05 0.00024618478536878898 -3.5589649010702386e-05 0.00028625608617678579 8.0525824046838963e-05 -0.00050078801629745249 4.547336673770214e-05 0.00012561867946197359 -7.2408804197661143e-05 -0.00075713213314243587 -0.00061015705833402116 0.00037367727081784427 3.4931103932533357e-05 -0.00012521357679222642 0.00014260161484637473 0.00012620983491783017 0.00054299135585430636 -6.382698687351289e-05 0.00099070384585825703 -2.1056822468453142e-05 -0.00040158227155607298 -0.00043264417130933509 -0.00012923324173314988 0.00035135016476650307 -4.8761359870505706e-05
leaf_count=94827 37690 22402 3057 145 6928 33670 2457 15746 2230 31457 350 28899 7239 5985 302 279 698 7971 896 7456 2528 349 20950 71 1689 210 728 18141 769 5812
internal_value=0 -0.00151546 -0.0532374 0.00576254 0.0112591 0.0143984 0.0515787 0.0416766 0.24609 0.0326616 0.0584539 -0.000992086 -0.0144044 0.00999852 -0.104146 0.0239616 0.00663069 -0.0202733 -0.047765 0.0883649 -0.0150531 0.0689581 -0.0446626 0.0460088 -0.0434229 0.203492 -0.143034 -0.108801 0.121223 0.0627319
internal_count=361931 267104 40747 226357 203955 197027 58197 55740 2375 53365 37619 138830 109931 56455 6287 50168 42929 32148 53476 10781 31869 8391 23478 8042 3325 908 2417 19806 1665 37269
shrinkage=0.000980392


Tree=5957
num_leaves=31
num_cat=0
split_feature=43 1366 984 912 1453 1466 1459 266 977 1101 237 1454 971 287 492 141 901 979 1184 1253 841 1108 898 1087 77 1397 285 977 1165 1260
split_gain=7.45822 10.015 14.425 12.6903 11.9142 15.1976 17.0817 17.0024 12.2125 17.2632 15.5249 13.7107 13.5074 13.0438 15.2421 12.0896 13.5857 11.8953 11.7846 13.4415 11.668 14.0997 12.3175 11.4665 15.297 13.7794 13.2577 14.5321 12.7476 13.6149
threshold=1.0000000180025095e-35 2.0183251275724516 -0.58840478849311439 0.47050483243712099 1.2041679343814773 -0.44769707068251413 5.2231851033232575 1.0000000180025095e-35 -0.10229630597590103 -0.71103582132017873 -1.022546038577727 -0.58754815837321106 -0.016741871538008258 0.026716050682278256 2.0928007310832819 -1.6834041478184694 0.52876625442666414 -0.36025553048460551 0.70586563392098134 0.79713004647915842 -0.55243195428586367 1.1497801823541034 -0.81865964566265159 2.3155123429949773 -1.8460912806172705 1.718137124079387 -1.0142114001532836 -1.6312800896223261 3.9888208952387969 -0.74533148990429765
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 20 23 7 8 -6 10 -10 -7 -12 13 14 17 -9 18 -13 -17 -20 22 -22 -4 28 -25 26 27 -26 -2 -30
right_child=1 2 3 -5 5 6 -8 15 9 -11 11 12 -14 -15 -16 16 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00013586364252964511 -0.0020885826100335023 -0.028267739928162366 0.035256598946734517 -0.024098455484456355 0.0063549279134446773 -0.024893863601952559 -0.03780652461321881 0.034329609304984049 -0.0025670065013837606 0.022567389850063353 0.040296433275004422 0.0068240553718939313 -0.017127763502909399 0.025064592762088046 0.074366237215535938 -0.018794697957894822 -0.044685715447277591 -0.030523279033894936 -0.0044836115299082433 0.066901634141355124 0.013561163169652002 -0.041600994701495808 -0.033688108180625495 0.059176072601237507 0.064002111646117493 -0.034283015634771985 0.011757256308418925 -0.03645219205007335 -0.062732414300384592 0.043260196497650373
leaf_count=287154 63329 661 55 433 1183 313 129 88 551 1345 164 353 361 403 34 724 322 202 145 43 913 111 301 73 25 200 1904 228 31 153
internal_value=0 -0.0265455 -0.197397 -0.0793972 -0.0209572 0.078859 0.168077 -0.0803607 0.195033 0.32132 0.0498798 0.14132 0.0636528 0.203472 -0.0440755 -0.293673 -0.358779 -0.147091 -0.215804 0.309367 0.0459146 0.177659 -0.415748 -0.0327085 0.151494 0.106002 0.161777 -0.458067 -0.0395585 0.617859
internal_count=361931 74777 2474 1813 72303 6360 3855 2505 3726 1896 1830 1517 1353 992 589 1322 1234 555 912 188 1380 1024 356 65943 2430 2357 2157 253 63513 184
shrinkage=0.05


Tree=5958
num_leaves=31
num_cat=0
split_feature=545 1442 322 705 993 497 623 417 602 1028 1117 256 145 644 206 974 1396 6 3 623 15 479 357 139 983 565 954 761 15 486
split_gain=12.332 16.1887 15.3388 15.1844 16.4348 17.1583 15.7228 15.3329 18.6689 19.037 16.8404 16.3213 17.2275 16.0813 15.0636 16.3013 15.9685 15.0306 17.056 17.0141 18.3454 17.559 16.6189 15.7757 15.0413 15.014 14.9922 15.2769 15.5165 15.1539
threshold=-1.0372938969678034 -1.2625182715263061 1.0000000180025095e-35 1.3612027609086828 -0.89727091510114898 2.5623266075722904 -0.024657624075993714 -0.4454548168676809 0.66849908449309148 -1.271019091203941 1.4900727387275003 2.5109609056897968 -1.8154947784468167 1.0000000180025095e-35 -0.67234590578873088 2.0940544310605627 -1.2905809715885528 -0.91339954383401945 1.8796059881274112 0.2217054034454515 0.88161150471365202 -0.67311526897902707 1.8644415290520213 -1.0061333789474072 2.4893383828373485 1.2639050707110753 1.6276177283287072 2.272643871353401 -0.028754389940834946 0.35870740979530497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 26 -3 10 9 -9 13 12 -11 -8 15 -14 -16 -10 19 21 24 23 25 -19 -21 -23 27 29 -29 -6
right_child=1 3 -4 4 5 -7 7 8 17 11 -12 -13 14 -15 16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.4812362727729497e-05 -1.0076607582244158e-05 -1.8897540565077769e-05 -0.00011017595193927619 0.00025570145134100862 8.770663815401416e-05 0.00035678045340628616 2.4707525851695595e-05 -9.5933077030174006e-05 0.00014153901488008616 0.0011194368931280187 -0.00026078126530842217 -0.00034283969975107913 -1.8885800066792695e-06 -0.00010661512543665165 0.00032238632589012871 0.00056698227112590444 7.8673673319714691e-05 0.00062323457609966707 0.0002170313162126069 -0.00016118085345326791 6.1212791925179495e-05 0.00031040321237392026 -0.00093238773156716255 -8.4014601812602897e-05 0.00057576635768501433 0.0013108530206114421 -0.00015173794020223807 6.6415912571883627e-05 0.00078798911517935651 -0.00011745645190652076
leaf_count=94059 24323 105550 17635 2110 7257 824 16084 5699 2127 67 1666 532 15483 7466 1392 214 39746 135 952 8729 2167 717 47 1869 136 63 1918 321 252 2391
internal_value=0 -0.000797836 -0.0480969 0.00614906 0.07561 0.0453478 0.0010604 0.0203765 0.0349516 0.0536032 -0.0308704 0.06381 0.0672311 -0.0151138 0.0658301 0.0071044 0.0882762 -0.0276751 -0.0514954 -0.0708978 -0.109002 0.0775581 0.340265 -0.0312438 -0.153712 0.4118 0.0239786 0.059487 0.413152 0.0375666
internal_count=361931 267872 41958 225914 15073 12963 210841 105291 80075 63133 25216 57434 56902 23550 56835 15697 41138 16942 14815 13863 11032 2831 827 2004 8865 780 12139 10221 573 9648
shrinkage=0.000980392


Tree=5959
num_leaves=31
num_cat=0
split_feature=49 216 1181 841 700 146 577 1053 368 362 984 1256 568 487 1190 1383 430 773 840 81 4 83 861 1187 85 1385 1174 901 1130 347
split_gain=7.45643 11.185 15.419 15.7601 17.5741 16.6704 16.407 15.965 15.8427 15.827 20.888 15.7281 15.0132 19.1207 17.5875 16.782 18.0486 15.31 14.6452 14.5709 14.5333 20.5351 15.929 16.0182 14.2444 14.2515 14.2267 14.2111 14.1657 13.9465
threshold=1.1349154245379338 -0.84729660700520659 -0.94960050686528252 -1.2745993618178573 0.7590362138916189 -0.57670235289648342 0.49174072502200222 -0.37105332900396781 1.0000000180025095e-35 -0.38932971624135776 0.13008626411776489 -0.31045624188554038 0.044016124008938902 -0.20366294722178005 -1.3786463749044182 0.27886015690300842 -1.0754276269145944 -0.55749276608170717 -0.82802085620227384 2.5929891945706669 -0.10597214402434675 -0.37013341137249001 1.0000000180025095e-35 -0.69467202921289506 1.1527851549051764 0.67791254363517905 -1.0990849442195381 -0.38672232826477837 1.8324106385502887 0.95643425730155796
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 29 -4 5 24 7 11 -6 10 -8 28 13 19 -14 -16 17 -17 -12 -9 26 22 23 -22 25 -5 -10 -18 -7 -3
right_child=1 2 3 4 8 6 9 12 20 -11 18 -13 14 -15 15 16 27 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.2498783643702387e-05 0.0023112642753065319 -0.0059617920881833856 -0.010963252289109075 -0.0028943168869833974 -0.00081594628747621082 0.0010999488536632498 -0.007093479377760315 3.3241933929011996e-05 0.047715729783080668 -0.014441647290065246 0.084641075174047078 0.013598911525760635 0.072605658772511572 -0.017215202637190237 -0.0046920632929886782 -0.031646683002617346 -0.0077513984402308991 0.10324886367214359 0.017043972963228623 0.07214356877807207 -0.037669399598180359 0.0091184429418789386 0.021474832207658435 0.073857062435210161 -0.025254304753499601 -0.020657433884575024 -0.0012400036919464415 0.021427921787821907 -0.051295180843793836 -0.022985071242962882
leaf_count=315489 8979 6514 3390 4751 3399 1600 833 1382 79 1972 47 2417 49 1793 1723 21 360 42 287 34 45 1043 440 287 817 965 1298 600 116 1159
internal_value=0 -0.0332104 -0.0535947 -0.0303584 -0.0122599 -0.0485181 -0.00261004 0.0452615 0.102961 -0.153051 0.0589044 0.156518 -0.03777 -0.156948 0.0895212 0.0625485 0.291233 1.46777 0.543399 0.0427251 0.234869 0.39606 0.768841 1.26859 -0.162004 -0.116952 0.046302 0.210737 -0.0279187 -0.174311
internal_count=361931 46442 37463 29790 26400 19809 13276 10137 6591 3139 1167 4133 6004 3209 2795 2746 1023 63 334 1416 3192 1815 772 332 6533 5716 1377 960 1716 7673
shrinkage=0.05


Tree=5960
num_leaves=31
num_cat=0
split_feature=51 1041 1430 1101 73 1463 1252 1313 984 1395 636 843 835 1387 898 137 1458 534 1024 399 1464 395 156 224 1105 1112 1455 563 1469 351
split_gain=7.48506 12.9823 12.8598 14.0133 12.7731 13.3952 12.6758 17.0128 15.2839 14.9244 14.3957 12.8606 16.8205 12.4878 13.3655 12.4876 12.3553 12.3315 23.3701 16.4133 16.3035 15.7951 16.7896 14.9317 18.602 16.0772 15.7808 14.2254 15.5418 14.4628
threshold=1.0000000180025095e-35 -1.16817972268513 3.305673487763424 -0.37478473001060308 -0.54759246024207309 0.62259955345300788 -0.024503853388647617 -1.0607164806005667 -0.4749588328177124 1.6048730566674545 1.0139313305125697 -1.5705567340582645 2.0606790868966383 -0.49148200963299332 -0.62281286240609335 0.86070872683815713 -0.31379689007984696 1.0000000180025095e-35 2.3389399539002458 5.5591841606215828 1.0162709288193654 2.6319337651347476 -0.58803129358266759 -0.013888363311657022 0.0099298063967255042 -0.46745126296519557 1.7778406063357999 -1.0601821394404234 -0.53951449875494417 -0.24250225292850391
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 17 -4 6 -6 7 -2 10 11 -8 -10 15 -5 -15 -13 -7 18 19 20 21 27 -23 -22 -25 26 -26 -3 29 -29
right_child=1 2 3 13 5 16 8 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 23 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00029618343176384385 -0.025709932995191351 -0.010661954624817093 0.031715122677785666 -0.016847030094613389 -0.012004504615407962 0.018260809454468202 0.0037338665562087537 0.0016569307374304277 -0.036123449984286231 0.1223616609350035 -0.051243609571424403 0.012986697237143957 0.11036980484661196 0.037377173871658773 -0.0054620715279046772 0.069668656332452075 -0.0071126819383425426 0.00033770768849641583 0.015425032564348613 0.065794637535271303 -0.0022239105469126666 -0.046907339379374503 -0.0086370686686463461 0.019216978929902165 -0.043437177635400288 0.0072726837206694445 0.043213555874452074 0.0051072841849075347 -0.0044142705017455163 -0.003057957910950127
leaf_count=223819 686 4447 266 237 6937 544 886 1401 90 23 113 589 37 158 188 65 1013 79085 1194 43 2526 231 471 1309 259 537 29 5602 22856 6290
internal_value=0 -0.0171598 -0.0105766 0.251936 -0.108528 -0.17741 0.0193063 -0.125657 0.191458 0.477217 -0.0388904 0.404114 0.518357 0.0537223 0.316229 0.408588 0.0493008 -0.0130099 -0.0442882 -0.0528646 -0.0544548 -0.0711403 -0.411699 0.0752752 0.220542 -0.0722697 -0.603006 -0.0641905 -0.0495973 0.017841
internal_count=361931 138112 125728 849 12384 8494 3890 2087 1803 804 999 781 691 583 346 654 1557 124879 45794 44600 44557 39897 702 4660 2134 825 288 39195 34748 11892
shrinkage=0.05


Tree=5961
num_leaves=31
num_cat=0
split_feature=545 1442 322 484 705 993 497 623 954 798 417 602 1028 1117 256 145 644 6 3 623 15 479 357 139 983 206 974 1396 792 760
split_gain=9.95603 14.4525 15.2941 14.3774 13.9619 16.5696 16.5807 15.1949 15.0001 15.0378 14.573 17.8545 18.3478 16.7328 16.1597 17.0723 16.0755 15.1308 17.0704 16.9667 18.2923 17.5689 16.5487 15.7341 15.1189 15.1031 16.2798 15.8202 15.0343 15.6236
threshold=-1.0372938969678034 -1.2625182715263061 1.0000000180025095e-35 -0.82423719548804641 1.3612027609086828 -0.89727091510114898 2.5623266075722904 -0.024657624075993714 1.6276177283287072 2.2760684109587372 -0.4454548168676809 0.66849908449309148 -1.271019091203941 1.4900727387275003 2.5109609056897968 -1.8154947784468167 1.0000000180025095e-35 -0.91339954383401945 1.8796059881274112 0.2217054034454515 0.88161150471365202 -0.67311526897902707 1.8644415290520213 -1.0061333789474072 2.4893383828373485 -0.67234590578873088 2.0940544310605627 -1.2905809715885528 -0.87246257202899724 -0.61386512085461287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 8 -3 9 -7 13 12 -12 16 15 -14 28 -13 19 21 24 23 -23 -19 -21 26 -17 -27 29 -9
right_child=1 4 -4 -5 5 6 -8 10 -10 -11 11 17 14 -15 -16 25 -18 18 -20 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-3.0853559284670623e-05 0.00011854983345912009 -1.8205883360159617e-05 -0.00010709816763672427 -3.4795233152580109e-05 0.00025405314211800347 7.5313729878853688e-05 0.00034951067318497915 -0.00023835079083250465 -0.00015425184036643269 -0.00032452287358500229 -9.4053040986029175e-05 0.00014322678178211261 0.0011150840144120151 -0.00025892472975267425 -0.00034198930958955805 -2.8686449262180441e-06 -0.00010543623470633935 0.00062374676766309889 0.00021816918158252762 -0.00016024264980377668 6.198242589370331e-05 0.0004044870006542949 -0.00092894073175698449 -8.3304665500306935e-05 0.00057904171747941483 0.00032062583447603374 0.00056588623155559689 7.7864061429499561e-05 -1.3638034482091709e-05 0.0002021059432292906
leaf_count=94059 4191 105550 17635 20132 2110 9699 824 526 1918 522 5699 2127 67 1666 532 15483 7466 135 952 8729 2167 780 47 1869 136 1392 214 39746 12063 3495
internal_value=0 -0.000248323 -0.0449833 -0.0071881 0.00631761 0.0729823 0.042575 0.00143637 0.0215846 0.0571301 0.020434 0.0346488 0.0528966 -0.0295598 0.0629168 0.0663216 -0.0138451 -0.0266322 -0.0505439 -0.0699694 -0.108044 0.0783582 0.341167 -0.0305796 -0.15272 0.0649273 0.00610194 0.0874141 0.0264777 0.151616
internal_count=361931 267872 41958 24323 225914 15073 12963 210841 12139 10221 105291 80075 63133 25216 57434 56902 23550 16942 14815 13863 11032 2831 827 2004 8865 56835 15697 41138 16084 4021
shrinkage=0.000980392


Tree=5962
num_leaves=31
num_cat=0
split_feature=470 257 56 809 148 561 359 846 499 209 630 1466 431 1020 1182 417 87 695 428 152 905 1182 107 828 1117 1041 971 698 1116 218
split_gain=7.49235 13.0392 14.9816 14.6783 14.7995 13.9932 13.8072 13.6163 15.7126 15.4344 13.994 13.678 16.3219 15.0726 17.0284 18.9476 16.1525 16.1155 16.4096 15.6208 15.2721 15.0259 15.007 17.0158 17.3503 14.7594 14.1391 16.9084 17.5012 21.7539
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.6518864604429058 -1.3308989143581884 -0.80980138826440073 1.472043912993436 -0.33670276477111571 -1.0335341540916427 -0.73087996684449175 2.9088434637264533 0.51364500316626394 -1.0618311565918226 1.3028993738884604 -0.15298653655469821 -0.27430295872155946 -0.64592353180508322 -1.6513946732764686 2.5310413608489593 0.74733494702576442 -0.061340474464361652 -0.2135610533594173 -0.66868293783288957 1.1845584960495645 -0.040216523468626149 -0.50409786514111588 -0.10560235326485465 0.29872193083688608 1.9389086690511979 1.1293598262740392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 -6 8 9 -7 11 12 -9 17 19 16 -16 -14 -19 21 -21 -15 -13 26 -25 -17 -24 -28 29 -29
right_child=-2 5 3 -5 6 7 -8 10 -10 -11 -12 22 13 14 15 25 -18 18 -20 20 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0035233285549792974 0.00035441218642901347 0.0028196041553834299 -0.021032074084377059 0.027075051914177029 0.0014231567834817242 -0.016022770441790766 -0.025783100327738673 -0.013424247063245749 0.0020611243047500573 -0.00053607566395060674 0.055481403778292082 -0.010981225524520938 0.018769651917956338 0.014305393649122958 -0.058624710036888877 -0.038427468818565375 0.020044257457500658 -0.0041901450054700204 0.087261506829270655 0.012979613173075406 -0.045703041083627841 0.058703850202419354 0.00043630608941056442 0.0042907691860108741 -0.036131213193687638 -0.0052473663570498904 0.0049049687968350198 0.025644753544197693 0.07704165098540626 -0.029362406155772722
leaf_count=61561 191352 19866 741 239 18039 1706 368 2519 27295 2839 56 1057 491 1123 42 237 410 25526 26 116 112 87 2464 312 264 636 1468 808 60 111
internal_value=0 -0.0152844 -0.0445922 0.0163146 0.00645415 0.00220807 0.0189089 -0.014006 0.0215227 -0.117479 -0.0452682 -0.0471263 -0.0689897 -0.053564 0.100249 -0.0853595 0.280244 -0.0734683 -0.0817046 0.262888 -0.283276 0.358019 0.0489639 0.095263 -0.282125 -0.282083 0.139065 0.256683 0.476605 0.395645
internal_count=361931 170579 80948 19387 19148 89631 18407 69765 31840 4545 37925 37869 31325 28806 2763 1325 452 26043 25552 1438 228 1210 6544 5487 576 873 4911 2447 979 919
shrinkage=0.05


Tree=5963
num_leaves=31
num_cat=0
split_feature=623 1335 696 1246 1047 833 547 20 1130 214 747 278 704 458 1251 1 830 27 1038 765 1035 699 312 1454 1181 838 1039 292 1046 897
split_gain=7.52386 10.2602 12.0987 11.9467 11.0551 10.9612 12.0895 10.9256 11.3622 11.2881 10.5467 11.355 10.8221 11.0375 16.6244 10.8871 16.5327 13.8027 13.5155 13.2164 12.1737 12.7986 14.6201 11.5451 14.2222 12.1509 11.0584 12.0586 10.9246 10.8934
threshold=2.4730844549491207 2.1806080642468366 -1.2415826784086874 0.022871611901808832 0.30383415711107792 -0.48121633129861635 -0.2980246578018278 1.1259142535498416 0.60247988118348694 2.1995945377751758 2.2668746584208797 -0.37612589052540518 0.20767795219388865 1.0000000180025095e-35 1.4327354627929874 0.035488925448732694 -0.53910418919903325 0.40946546579099191 1.8124943418056048 1.2895425680735888 -1.3122969989445157 -0.025678233210754086 -0.32601637393403859 1.0692506903199488 -0.3509273384383193 0.95892682736533386 -0.10933936726261176 -0.33670800618970581 -0.33806353509671189 -0.030295661826391585
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 -3 9 -9 -2 12 -12 13 14 -4 16 17 -14 19 23 -17 22 26 24 28 -26 27 -22 -18 -19
right_child=1 3 10 -5 -6 -7 -8 8 -10 -11 11 -13 15 -15 -16 20 18 29 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00018631511227063579 -0.030103820777294867 0.041978830293987225 -0.035823034994589574 -0.037893452389250751 0.035020617273935142 -0.031030749410825148 -0.061241734663701967 -0.011618958316286534 0.10128268840056487 0.029730261734874981 0.025005298072882577 -0.047500660272611503 -0.040355682740221645 0.010130477303249268 0.065232584496244181 0.061908570224554142 -0.059101798125088617 -0.028240151029023226 0.046597914467695609 -0.051869689815157993 -0.021698904254925863 -0.015544401168724561 0.042587073651581597 0.033616882883573181 -0.00044090008541055139 0.062933591915402584 -0.060963087010346223 0.071257016459330164 -0.0032068564842087609 0.056394207000166986
leaf_count=354090 412 65 193 196 74 160 32 43 23 43 35 103 347 4578 28 72 131 51 65 78 57 232 151 100 307 43 63 26 97 36
internal_value=0 0.0691001 0.0911672 -0.250947 0.00055247 -0.25165 0.393601 -0.297327 0.729575 -0.437879 0.114082 -0.518431 0.127075 0.182312 -0.403436 -0.028722 -0.153769 -0.565175 0.0260369 -0.0698906 0.235786 0.120842 0.43359 0.0272439 -0.112791 0.147312 -0.202471 0.296341 -0.633509 0.274148
internal_count=361931 7841 7314 527 331 257 97 521 66 455 6793 138 6655 4799 221 1856 1255 434 821 756 601 529 297 678 578 350 146 83 228 87
shrinkage=0.05


Tree=5964
num_leaves=31
num_cat=0
split_feature=733 1367 1361 1469 1094 629 623 1318 997 555 1179 1452 628 552 967 1183 1428 111 705 598 185 1045 1042 501 633 358 851 1470 1316 1187
split_gain=12.3352 14.205 31.77 22.7894 19.159 18.87 20.5822 18.3885 17.2116 16.5043 16.2064 17.6598 15.9163 15.8424 15.7886 15.5854 15.239 17.628 16.3249 15.3788 16.6013 20.5115 16.2748 15.9508 15.5052 16.7657 15.644 15.3202 17.9573 17.171
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.3184646215665221 1.8810513901052739 0.5701349960141181 -0.024657624075993714 1.5677507943309734 -0.55302200848745542 -1.6964499045852384 0.46127222034556253 -0.43053560543689706 -1.2276125897947587 -1.2602024798390514 -0.82751204682542345 -0.77017697964454979 1.0000000180025095e-35 3.0393343501846242 0.46179839519273613 1.0000000180025095e-35 1.0000000180025095e-35 0.3179247743517512 0.010296678848770292 -0.73733040227161906 0.74272369476224076 -1.5196405619453472 -0.84871412517626565 -1.2599794927054064 -1.152690534949097 0.526007371679036
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 13 6 10 -1 -7 -8 -3 12 -12 -5 -10 -16 18 -18 19 20 -4 23 -23 -22 25 -24 -26 -20 29 -29
right_child=-2 5 16 4 -6 8 9 -9 14 -11 11 -13 -14 -15 15 -17 17 -19 27 -21 21 22 24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00016800427025761408 -4.0511746377002079e-05 2.0457032329383739e-05 -4.3217917595840283e-05 -0.00029630029379712356 -0.00031493401597764608 3.7885409029412317e-05 -0.00030563354402804243 -0.00053487446460430876 -0.00017468953458464517 6.3729683587580082e-05 -0.00079092623920451932 -2.0805504175045014e-06 -0.0001325882260324658 -6.4788564093231832e-05 5.759840442153533e-05 -6.6789045502352957e-05 -5.5665628393320299e-05 0.00076553502105108407 0.0003300861517382403 -7.3811811850431678e-05 0.00023804617233807117 0.00042533384484486585 -0.0006440786069675503 -2.4346030318832074e-05 0.0012998965501254392 0.00023017943937206023 -0.00031895937486719984 -6.9622276594173189e-05 7.6425922447893882e-05 -0.00077894435017868287
leaf_count=2418 71767 47565 9114 3045 3811 12962 779 197 4714 47964 245 10716 6857 50372 6458 19822 19101 117 977 12643 1305 1062 150 6875 27 2463 501 800 16842 262
internal_value=0 -0.00277489 -0.0223238 -0.0722284 -0.0868014 0.011078 0.0266971 0.122245 -0.0282756 0.0605225 -0.000990305 -0.0623469 -0.154727 -0.0758765 -0.0577629 -0.0361079 0.00693984 -0.0506231 0.0262451 -0.0048334 0.029337 0.0819019 0.209302 0.017678 0.123034 0.195694 -0.228532 0.0773962 0.0621729 -0.248213
internal_count=361931 290164 132082 59843 57228 158082 114126 2615 43956 48743 65383 17818 7102 53417 30994 26280 72239 19218 53021 34140 21497 12383 4203 8180 3141 2613 528 18881 17904 1062
shrinkage=0.000980392


Tree=5965
num_leaves=31
num_cat=0
split_feature=785 834 1259 395 1457 894 2 765 286 629 1320 1041 1036 1174 483 518 1322 1116 389 1154 150 1114 499 979 834 1120 141 841 1305 85
split_gain=7.37186 8.79508 12.2307 10.1583 11.4323 12.5248 11.4975 11.0736 10.9893 9.9745 12.0968 10.5974 10.0258 9.70057 9.58807 9.58221 12.6537 11.9594 14.274 11.7542 11.243 15.4335 12.5083 11.6815 12.8292 11.3355 10.3136 10.2284 12.3545 10.9034
threshold=-0.86283290253235112 1.3488426044603095 -0.69383187276671254 2.6319337651347476 -0.43408796050520493 -0.73325119029519958 -0.67377186893601049 -0.1308734073862102 -0.81700059825487015 1.9312601093048658 -0.37822857506854041 0.7732831196641351 -0.0096680741411536292 -0.91713632688616087 0.55773870903301226 1.0000000180025095e-35 -0.44075361287355991 0.21380792612221269 3.1253737290220349 1.0000000180025095e-35 1.208694704476547 1.0379840203231205 -0.32417750224243447 -0.27985586327221862 -0.58116419108245199 -1.0252315121682793 -1.6431582368893485 -0.93608338953723524 1.0000000180025095e-35 0.63833404654622605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 9 5 -5 -6 -8 -7 15 11 -11 -12 -3 -14 19 26 20 -19 27 25 22 23 24 -22 -18 -17 28 -1 -29
right_child=-2 2 -4 4 6 8 7 -9 -10 10 12 -13 14 -15 -16 16 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.020084098520820173 -0.00027390072530926696 0.032723680974055654 0.00012913136454449108 0.020562577545536337 -0.068131183730056069 0.012223442923411884 -0.0077662864004950085 0.054104901209146454 -0.082270781151810676 -0.0061441026661553273 0.037301692672831531 0.044817441829542767 -0.01807827703497903 -0.020480729035802215 0.053297577388326703 0.032224346345257761 -0.019135832465170755 0.0076949248286494439 -0.074592277006358773 0.0078273759751596571 0.031856259131449731 0.027318225673131736 -0.039610880606041558 0.022416967619626235 -0.068199727790978867 0.00251062517304688 -0.0074302396701974253 0.0052114656426322722 0.0098448366957119161 -0.004862487256674799
leaf_count=637 332372 49 2022 31 30 25 173 67 78 418 334 61 96 695 29 94 362 3536 27 6150 24 80 320 105 50 3194 3301 5352 347 1872
internal_value=0 0.0326706 -0.0906536 0.0454815 -0.340981 -0.877002 -0.0231741 0.180566 -1.26622 0.0506937 0.284134 0.0166177 0.540269 -0.341059 2.67979e-05 0.0421067 -0.00912661 0.0424761 0.140778 0.0810766 -0.0418013 -0.340216 -0.500495 -0.0343419 -0.717884 0.00667349 -0.127391 0.0239418 -0.214962 0.0515383
internal_count=361931 29559 2766 26793 404 134 270 240 103 26389 938 479 459 744 125 25451 11093 7698 3563 14358 4135 579 499 179 74 3556 3395 8208 984 7224
shrinkage=0.05


Tree=5966
num_leaves=31
num_cat=0
split_feature=984 834 65 1180 1325 1385 844 141 1466 1466 602 976 501 394 1436 965 1458 695 147 1249 1121 1452 92 1449 984 977 1455 1243 775 909
split_gain=7.33978 15.2492 15.8177 15.4345 18.405 15.8769 15.6186 14.9813 14.5864 20.8135 15.6581 14.863 14.0416 16.6919 14.0119 14.5916 15.7534 16.6491 13.8836 13.7663 13.6663 13.9517 13.7365 13.6307 13.5948 13.6444 20.3923 15.8078 13.4612 13.5592
threshold=-0.76235525386206404 1.3488426044603095 -0.39289434837986426 1.528026532248691 2.8217542963849627 -0.74673589378905059 -1.7132834442669063 -1.2889942207130851 0.39005462831376697 0.08475042636293445 2.6455866734826223 -0.60271555876339156 -0.70674660357560803 1.0000000180025095e-35 0.60428344764309971 -0.67489880803012814 -0.14554587881095421 0.93731522382008325 1.8943420763993175 0.21570499503474838 0.60402023269211835 -0.67361960556891953 -0.84200871613705619 -0.24052749074957577 -1.0421886111947221 -1.0836497946200245 0.95845912716608794 -1.0053668590252156 -0.28302578930940631 1.1401940709540048
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 8 5 20 -7 -3 9 10 -1 24 13 18 15 16 -14 -18 -11 -12 21 -5 -22 -21 -10 26 27 -26 -23 -30
right_child=-2 2 -4 4 -6 6 -8 -9 11 12 19 -13 14 -15 -16 -17 17 -19 -20 23 22 28 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0030072424727666325 -0.00031028971484209751 -0.031331783247168024 -0.015422357885860617 -0.017984054144172971 0.045992367462688803 0.02841901025150477 -0.014300217239378224 0.0031308279004704492 -0.0092707269643491717 -0.036277160957421888 -0.024160717906518855 0.011326504759908804 0.033851957741512222 -0.0035616536236229008 0.016008094691680515 -0.013790046452361425 -0.027096710549833876 0.056373903308237397 0.035165642169073148 0.042981951080328873 0.046370818333299674 0.0020052416112934027 -0.023446577461571336 -0.021294553517547953 -0.011466300341062715 0.0033327220452715372 -0.049565262165813154 0.054341366946369832 0.034665075351600967 -0.040667361103486031
leaf_count=25704 312926 246 1934 295 82 145 2940 2093 1201 606 503 4571 214 643 474 1349 189 38 42 80 43 701 506 91 69 3478 42 186 498 42
internal_value=0 0.0258972 -0.11799 0.0388003 -0.0970766 -0.121127 -0.242042 0.00487878 0.0538703 0.0262487 0.0497893 0.1317 -0.150307 -0.354611 -0.0336494 -0.139252 0.230744 -0.222636 -0.629689 -0.292406 0.057488 0.180138 -0.317983 0.263471 0.0435118 0.107999 0.567321 0.787835 0.295677 0.581536
internal_count=361931 49005 4273 44732 5252 5170 3085 2339 39480 29933 26378 9547 3555 1291 2264 1790 441 227 648 674 2085 1536 549 171 4976 3775 297 255 1241 540
shrinkage=0.05


Tree=5967
num_leaves=31
num_cat=0
split_feature=1442 702 752 503 1388 1384 974 353 1320 1465 359 151 1185 16 1241 74 1112 1456 1321 1392 87 697 520 345 269 1460 1467 55 560 860
split_gain=7.35454 13.7397 13.1238 13.3853 13.2877 19.1808 14.2086 14.5074 15.7703 13.5634 15.1707 15.1166 13.4473 13.3929 14.7068 18.5432 13.3766 12.8822 13.5907 14.6036 16.8238 14.3533 14.4311 16.475 15.9807 13.9468 25.5007 14.0114 14.3923 15.6363
threshold=-1.2625182715263061 -1.634372087230789 -1.0752335520519363 3.9789359817669792 2.3422194059015995 0.60791478801224563 1.3913630271989776 1.1121512426427669 -0.37014909751697195 0.37973282798721492 0.58542003821226196 1.6523139969481719 -0.092421295071927631 0.30435555294763622 -0.38960873849861316 -0.91781937612370912 0.23340390737805147 0.11689593787942389 -0.9579108165476552 -0.65368969887676009 0.86148759677080633 1.9584920663971865 0.36261737619423173 0.14144792232083325 -0.97818596660968204 0.77863929375092356 -0.31819417591303473 1.0000000180025095e-35 0.79971106193140129 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -2 -9 10 -8 12 -11 -10 -15 -16 -13 -3 -19 25 21 22 23 -21 -24 27 -27 28 29 -20
right_child=2 17 -4 -5 5 -7 9 8 13 11 -12 16 -14 14 15 -17 -18 18 19 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0079945832983025714 -0.0040789297299304193 -0.00072599515238515203 0.00049590420660996679 -0.023561237639338189 0.0067768412679409529 0.071807743718910216 0.0041266241905244571 0.0092955048087095277 0.0015557489680365672 0.018437582478710243 -0.012341286352971395 0.091015361519357296 -0.0060817806909149253 -0.04366944193784994 0.036895106979725215 -0.016989879575748362 -0.0088242505522948076 0.0053760395859786597 -0.018519821807920004 0.0060704827684541045 -0.01752956071518556 -0.036325555129596565 0.03520489910995913 -0.013558735636665736 0.0024220957342600425 0.024221389348821742 -0.015933891552320098 -0.018582790988336744 0.0095725156557408889 0.00457350337606649
leaf_count=2523 37428 61584 229249 616 1238 50 3564 2730 2399 883 1105 47 479 278 119 599 25 2013 2062 2156 1326 246 491 1222 579 405 669 4034 726 1086
internal_value=0 -0.0247268 0.00335702 -0.0363728 -0.0320592 0.201532 -0.0401099 -0.0591245 0.0519075 0.0692901 0.00012991 0.263197 0.203218 -0.0683242 -0.329379 -0.139417 1.21107 -0.0312297 -0.100965 -0.131471 -0.0265622 0.0404186 0.0695534 -0.0170751 0.338735 -0.206143 0.0681978 -0.252825 -0.12613 -0.226743
internal_count=361931 81122 280809 51560 50944 1288 49656 43553 6125 6103 4669 1434 1362 3395 996 718 72 78599 17015 15002 6020 4694 4448 3378 1070 8982 1074 7908 3874 3148
shrinkage=0.05


Tree=5968
num_leaves=31
num_cat=0
split_feature=21 1451 50 777 1053 4 1437 85 363 376 562 56 1457 317 293 1312 215 1469 1177 213 16 153 794 1452 431 1111 117 1452 1463 1466
split_gain=7.3137 7.86995 7.7992 14.6101 18.4471 14.1609 13.7346 13.8019 13.4881 17.2051 15.3233 13.4642 14.6924 19.4162 21.4661 14.6344 14.2323 14.164 16.8656 20.5471 14.8987 14.2882 14.0771 15.8712 15.8528 16.6729 16.6167 15.5103 23.2166 17.6169
threshold=-3.2545899522946695 0.29201411858153481 0.55630078546380823 0.95231195008785419 0.057284302010105759 3.8791497851794818 1.0000000180025095e-35 0.18886623608524847 -0.010449409471031687 1.2189113891555967 1.0962304762371036 1.0000000180025095e-35 0.65078176182541914 1.0000000180025095e-35 0.41985690389985092 -0.71431264815959739 2.2116149279191819 1.569158560977409 0.32305280473159709 0.072706900717243075 0.65066270893720479 0.22133033360323176 2.2041218380651819 -0.37562364135483328 0.84043300641003238 1.5266904807329891 1.8421106730875214 -0.34710568059079999 1.0489655705995982 -0.23309338507459412
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 6 -6 -5 8 9 -8 -11 12 22 14 17 -15 -17 20 -19 -20 21 -14 23 -2 25 26 -24 28 29 -25
right_child=2 -3 -4 4 5 -7 7 -9 -10 10 -12 -13 13 15 -16 16 -18 18 19 -21 -22 -23 24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.025398104304227211 -0.0045168824897049986 0.01669166814294629 0.00081218740676840479 -0.0032143086954888409 -0.0069417902477413558 0.056706200693859635 0.00047499059504065694 0.0094434324858830836 -0.010846727018179052 0.042710734786656573 -0.030566135581751631 0.00059541121000402123 0.0093257082191700921 -0.016977812029822507 0.018008400407642049 -0.0018107646955620356 0.048833111336937907 0.015361855186408785 0.049660227722705848 0.22997532552629962 -0.0082192306023948138 -0.00217285938380174 0.0081236495549153725 -0.0088923859245753911 -0.012155516466164265 0.040601754019496838 -0.03768095226935099 -0.001300715996747043 0.050009173425881015 0.018720365319535085
leaf_count=74 37096 642 84058 13807 16146 47 2777 3235 1638 268 81 132776 3964 1293 1734 4749 67 229 41 20 1854 2676 3045 853 857 256 196 46450 198 804
internal_value=0 0.246037 -0.00223387 -0.00907931 -0.0583511 -0.133326 -0.0119984 0.0680813 -0.020106 0.0713945 0.615101 -0.00248877 -0.0260553 0.0433693 0.103349 -0.0843331 -0.0135528 0.0548883 0.571753 1.81828 0.0360022 0.0891152 -0.0401178 -0.0479844 0.102874 0.173087 0.124986 -0.0163929 0.220879 0.10836
internal_count=361931 716 361215 277157 37999 16193 21806 7999 4764 3126 349 239158 106382 16627 10518 6109 4816 8784 290 61 8494 6640 89755 85401 4354 3497 3241 48305 1855 1657
shrinkage=0.05


Tree=5969
num_leaves=31
num_cat=0
split_feature=1459 1469 1449 1470 1460 1458 1464 1464 1463 1452 1462 280 277 1453 1453 1458 1455 1463 1453 1224 1450 50 346 1459 548 139 1470 21 1450 1458
split_gain=7.24957 15.5416 18.1724 21.3942 20.2121 27.9953 20.5928 32.5707 29.8553 21.0346 23.5812 24.7652 23.1672 23.1051 22.5668 33.6573 24.4511 23.2665 21.2009 20.7595 19.7612 19.3976 18.1214 18.1072 17.7906 19.14 17.7791 17.0992 20.5261 16.8303
threshold=0.46383055849355342 1.510147188037138 -0.057810435217401528 0.82151526813113451 0.058427274985338513 -0.06493454140346698 -0.30759560755985199 -0.31497481326640125 0.86054784576273324 1.0213635525437439 0.10265607763050343 -0.0082469769545633082 -0.85243520647249216 1.1632792557058573 1.3493607039916962 -0.32887380860668658 0.019324323726861894 0.26178017910560175 0.43370469085150809 -0.65579982453694408 1.0417143325709441 1.0000000180025095e-35 -0.67703962729581335 0.84568063206599431 -0.6940216436844312 0.59443071411892456 0.6598840461722365 -1.4580664037135931 -0.3278807016401048 -0.49418544158058714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 21 7 -2 9 10 14 13 -11 18 15 16 19 -16 -12 -8 -17 29 -18 -14 25 -21 -15 28 -7 -6
right_child=1 -3 3 -5 5 27 8 -9 -10 12 11 -13 23 26 17 20 22 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00037127149935192938 0.0043569311813693211 -0.0094427301882551249 -0.00019029026566047818 -0.017055743870881032 -0.0062550784368272721 0.044377792823825521 -0.010389229444027488 0.060282978965813243 -0.012760653672418515 -0.019896536280833571 0.014252634478718138 -0.0051387155417313216 0.033914083396292261 -0.013043934150778078 0.02337721247208974 -0.017898721115339893 0.0099314605630748919 -0.017945927598600985 0.050847440146685956 -0.012436921531085388 0.011930798705542905 0.018115461950760567 -0.025481001069163397 0.0051350752344336984 0.03622390693933597 0.057463920666024272 0.047001853410027244 -0.00087199658712311899 -0.0091783146192308662 0.013952772004906655
leaf_count=287404 11073 2124 33699 1239 1206 245 294 98 2765 244 1701 1923 553 656 571 3624 324 288 204 230 331 3105 662 555 512 57 56 4815 153 1220
internal_value=0 0.0187264 0.0242355 -0.0140109 0.0601252 0.14338 0.0245794 0.101862 -0.0310919 0.016788 -0.0176149 0.111002 0.283499 0.249321 -0.107909 -0.163473 0.0741548 0.232533 0.370291 0.283766 -0.301576 0.255278 -0.235287 0.413304 0.471687 0.038815 -0.126283 0.0209511 0.477373 0.0855347
internal_count=361931 74527 72403 34938 37465 10744 26721 11171 15550 12785 11433 4540 1352 2617 6893 6034 2079 859 1905 1093 3955 5531 986 1108 799 287 712 5213 398 2426
shrinkage=0.05


Tree=5970
num_leaves=31
num_cat=0
split_feature=652 631 967 343 703 1319 1262 1122 831 414 347 866 1452 1113 923 568 363 423 1383 1249 358 1236 1262 293 635 986 563 877 484 514
split_gain=7.2351 12.8136 18.8912 17.0554 14.2716 13.2865 14.3942 13.6011 13.5639 15.8763 13.4955 13.1369 22.3156 19.7624 17.3889 16.1372 15.5508 15.3679 14.5978 14.5131 14.4452 14.005 13.6645 13.5593 13.58 14.471 15.7975 15.4731 13.8063 13.4761
threshold=-0.55024281929118113 0.59105700160266605 -0.90572075469593571 1.8572686364785824 -1.3699734350253194 -0.039221155693151814 2.6155887130808808 -0.49898107675214232 -0.25362229819755805 -1.1344728020135331 2.6682845146303524 0.5880156106821478 -0.63852739189076135 -0.5382987296706202 -0.86449023226567734 0.43581045963171744 -0.59636911499951439 1.9532280743460555 -0.73616180614330662 2.3764245986713131 1.7067006410776078 1.5943304256488828 3.1166923207119868 -0.44928485772991117 1.4126385312931569 -0.57214572316715673 1.7119250738721694 1.0000000180025095e-35 -0.89478089939713523 1.9087852721677012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 5 -4 -5 6 8 -8 -3 -10 -7 22 15 23 20 16 -13 -18 -17 29 -15 -19 -2 -14 25 26 28 -28 -25 -16
right_child=1 2 3 4 -6 10 7 -9 9 -11 -12 12 13 14 19 18 17 21 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00067199455247702353 -0.0014423832914768763 -0.0035465527210632032 0.0010228252685764968 -0.026327069639284658 0.0095878122157325406 0.00055034711725813535 -0.009967289629500789 0.054651200864756326 0.011360625474502955 -0.020780760499133102 -0.05391327000669114 0.021904137372495091 -0.010735901626079916 0.017446510512705109 -0.00013557224689110078 0.01804189333617055 0.0080777177269875308 -0.055449207470637224 -0.0053001808517864962 -0.033675838181728153 -0.048990339357149026 0.04360217178928489 -0.011079236550936402 -0.030256126683904157 0.010831242092008484 -0.0099610578628674291 0.015822582716073504 0.11944736701127301 0.0068846652681756049 0.013589914406606375
leaf_count=115594 132551 2664 67042 177 4042 5507 103 102 302 2148 75 1163 3451 1116 11005 507 3508 127 2009 221 50 30 2632 167 860 2537 50 26 1058 1107
internal_value=0 -0.00938451 0.0165751 0.0316444 0.167631 -0.0801833 -0.177458 0.472696 -0.205906 -0.340682 -0.00195059 -0.0215222 0.0234713 -0.0154147 0.0411485 0.132616 0.20821 0.135275 -0.02194 0.0130032 0.300539 -0.695233 -0.0320588 -0.105539 -0.0224598 -0.0893694 0.109236 1.08795 0.0409047 0.0228418
internal_count=361931 246337 82162 71261 4219 10901 5319 205 5114 2450 5582 164175 28992 21648 13499 7344 4828 3665 2516 12333 1166 157 135183 8149 4698 3838 1301 76 1225 12112
shrinkage=0.05


Tree=5971
num_leaves=31
num_cat=0
split_feature=519 692 1049 382 50 1453 810 362 974 362 588 718 726 1451 973 416 488 427 996 628 935 431 138 490 776 897 830 490 909 970
split_gain=10.1481 13.7493 16.8091 16.2549 16.8201 14.8989 14.8893 17.4365 14.8612 13.8067 13.235 14.5376 13.0317 12.6535 16.0393 14.7899 13.6588 13.4636 13.4621 12.6608 14.7745 13.0691 13.0376 12.7739 12.6928 20.7982 13.4795 12.6711 12.6158 12.4633
threshold=2.1420547332082829 -0.89693823916078119 1.511805152420109 1.0000000180025095e-35 0.55630078546380823 1.2041679343814773 1.0000000180025095e-35 -1.0437287817777439 1.4217262360078116 0.081299748699193944 2.250834115212506 1.0000000180025095e-35 3.0900836077354543 -0.44711502181969248 -0.6189468215045022 -0.57009436359895271 0.70280471674374578 -0.31687363939091001 2.098609771580497 -0.14852154995850042 2.2167168694331139 -1.2691869658289916 0.62722028110024897 -1.093010515343636 -0.82673278113438597 0.065167974071725379 0.6608287936057774 -0.64254965484598814 -0.3188895862553276 -0.16542126684328531
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 8 9 -6 -8 12 -2 13 -12 -3 14 -5 17 18 -16 -17 22 21 -21 -15 -24 25 27 -27 28 -23 -10
right_child=1 2 -4 10 6 -7 7 -9 29 -11 11 -13 -14 19 15 16 -18 -19 -20 20 -22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.0246507519390998e-05 -4.443411769474808e-05 0.00013742355016666143 -0.00010602597274581684 -0.00034300581822749884 0.00018978546838274729 0.00029497860634306413 -0.00088915453903106346 0.00068872190364908817 -7.329117634830327e-05 -0.00036491505660163039 0.00035991601733607219 -0.00077986204238910707 -0.0012501311539801243 7.585917843679295e-05 -8.6552799635040143e-05 0.00020345395933768471 -0.00045231234694793042 -0.00086520640037989415 -0.00074049882712111847 -0.00084272365897113989 -0.00091553137802881726 0.00092976976468958053 -0.00053346505315978896 0.00053348988421557993 -6.5623654712096513e-05 0.0012220861160427761 -0.00049883035165128439 -0.00065895280210258723 -0.00048525086130079176 -0.00086992114225436948
leaf_count=338398 2179 6323 2439 993 1147 404 38 551 456 1186 760 59 39 1838 325 1320 197 160 73 107 98 65 55 505 1784 117 26 106 50 133
internal_value=0 0.0375286 0.0593205 0.0838059 0.151938 -0.0945934 0.342126 0.614331 0.101954 -0.150314 0.0170964 0.286158 0.132968 -0.0101243 -0.119623 -0.0111632 0.0856803 -0.360942 0.1587 0.0602936 -0.0572501 -0.0219815 0.16814 0.443921 0.011982 0.37627 0.974547 -0.0659289 0.396474 -0.240047
internal_count=361931 23533 19764 17325 8687 3769 1736 589 6951 3365 8638 819 6362 7819 3068 2075 1590 485 1393 4751 2353 2255 2398 560 2148 364 143 221 115 589
shrinkage=0.000980392


Tree=5972
num_leaves=31
num_cat=0
split_feature=785 125 1470 57 21 1464 545 710 801 1467 639 708 1453 20 972 1038 1282 50 1357 60 21 1463 1463 1463 1458 1450 1457 915 1462 1467
split_gain=13.0025 12.271 19.2737 17.0468 20.4975 19.7648 18.8993 18.702 18.1871 18.1503 19.6176 17.0577 21.6164 20.66 16.6472 17.119 16.5698 16.2321 18.093 16.3591 18.72 35.7854 32.8096 26.8871 30.9652 26.5193 30.5338 22.7378 20.7276 27.8478
threshold=-0.86283290253235112 0.58518330826110332 -1.3782462404802098 0.72527224708021132 1.0000000180025095e-35 0.52959676170338621 -0.73000852908365432 0.92690533579925805 2.3649821934304964 -0.52300661058548015 -0.84149388131617409 -0.0041996531225939751 0.090414289886247015 -0.58261519414805518 -0.095834000679285089 -0.37278381356030627 2.1450259766915081 0.55630078546380823 1.3962008022525787 1.0000000180025095e-35 0.62211875780133752 0.94170239728407068 0.95688614287810314 -0.45497734024656833 -0.71693843586677841 -0.61247072167726557 -0.16810441299000942 -0.29531756996910075 0.17767018163809203 -0.44899544734167229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 -3 -4 6 11 -5 9 14 -8 -11 12 13 -6 -7 -16 -12 18 19 20 -2 23 -23 28 -25 26 -24 -28 29 -22
right_child=1 2 3 4 5 8 7 -9 -10 10 16 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 25 24 -26 -27 27 -29 -30 -31
leaf_value=3.6569536097500426e-05 -1.9021994622783089e-06 -0.00082632316520725305 -3.7007929081172487e-06 -0.00014122481421368507 0.00023517377449392622 0.00040246164294709667 4.5538167337998496e-05 -0.00016377109352241502 -0.0014169971417883375 -0.00025389550860242495 0.00043460148642680753 0.00016058198127695899 -0.00030854605096722619 -0.00011459510249436793 0.00052577369850051632 -0.00020462657124980025 -0.00084940494655906811 8.4443902727556062e-06 -0.00011929795630311724 -9.641885242640233e-05 0.00015482361360638102 0.0010749493290859841 -0.00055549660575698965 3.4763412154942383e-05 -0.00020489036205944373 0.00020925245860542452 0.00054726090419627725 -0.00021548242043429065 -0.00016297965448963778 -7.1061626187912289e-05
leaf_count=29559 113542 143 60315 825 968 961 1007 455 31 205 2421 1322 1423 2261 173 516 54 62515 19414 24263 5069 149 762 3794 15146 2619 361 531 4277 6850
internal_value=0 -0.0131675 0.0115606 0.0130831 0.0814522 0.0154631 0.187628 0.238443 0.212609 0.285876 0.372958 -0.0401044 -0.0995422 -0.00736064 0.24026 -0.010326 0.421589 -0.021931 -0.0346421 -0.0276012 -0.019135 -0.063765 0.128192 -0.0912431 -0.15634 0.0883068 -0.171431 0.119826 -0.0216494 0.028328
internal_count=361931 332372 73080 72937 12622 7655 4967 4142 1681 3687 2680 5974 4652 3229 1650 689 2475 259292 196777 177363 153100 39558 4422 35136 18940 4273 1654 892 16196 11919
shrinkage=0.000980392


Tree=5973
num_leaves=31
num_cat=0
split_feature=728 1020 706 686 828 487 621 352 1461 1189 560 70 1253 15 487 900 570 494 425 977 424 1121 1246 1227 540 824 291 174 692 153
split_gain=12.8672 13.3571 13.2599 15.0265 13.4535 16.6764 13.7923 23.2806 14.9826 13.4133 14.1968 13.3825 14.9915 16.0062 16.4866 13.2412 16.5203 15.0275 13.8178 14.8937 14.4552 19.864 14.915 14.5275 15.1593 19.3834 15.7077 18.8201 15.2257 17.315
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5724059030450566 1.0000000180025095e-35 2.3204635349426304 -1.0446152172698959 -1.1201936032035575 1.2159402667471531 -0.029515002558395627 -1.5161058611062252 1.2926371936274987 2.2541301395650764 0.54404066862252742 0.82441574169871046 -0.5841843363838235 -0.14205747883806988 0.10327219449165864 2.318603963870792 1.3466502679876768 0.30514063350581111 1.7277172371206124 0.30845652237206367 -0.61879676158510832 3.01092072019099 1.0000000180025095e-35 1.3369267840617278 0.23745704002273113 2.1976196784906219 0.62094996445048978 1.039428874737879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3 -9 10 -4 15 13 -13 -15 -8 17 18 19 20 23 22 -22 24 -17 26 -26 28 -28 -30
right_child=1 2 9 -5 5 -7 11 8 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=1.4099918188778735e-07 -6.8113871916872947e-05 -0.00044674878112777879 0.00041416180085233645 -9.521499475963732e-05 0.0011949760669758512 -0.0005119342188447003 -5.5918523357870688e-05 7.5608247342315803e-05 0.0015416305451143883 3.7786925867922634e-05 -0.00076784182929421187 0.00029968463350316251 -0.00027300106205264176 -0.0002148305633950344 0.0017383249626475496 -0.00014009343311814014 -8.2543508102560811e-05 -0.00062231160936570618 0.00037309789554885005 0.00017035263758171813 -6.0462818857574004e-05 -0.00040286899872033676 0.0011461175545259101 0.00048046317735743547 0.00031357305953980087 -0.00085353754712385742 -0.00022733348911700037 0.00096338291211965708 9.7733665666000139e-06 0.001041833537541989
leaf_count=252841 47529 903 779 17404 31 491 12007 154 45 11750 73 504 219 32 73 3665 4424 158 843 4656 78 116 165 257 1078 138 1045 68 314 91
internal_value=0 -0.0327839 -0.00997836 -0.0286315 -0.000586199 -0.398804 0.00550063 -0.270326 0.445467 0.0622349 0.342397 0.0146473 0.328547 0.515057 1.26975 0.00659022 0.0469292 0.0868342 0.0954377 0.075178 0.00753189 0.463392 0.80716 -0.0164089 -0.0392018 0.0821984 0.11887 -0.027441 -0.0877123 0.274304
internal_count=361931 109090 61561 48959 31555 522 31033 1102 199 12602 852 29931 828 609 105 29103 17096 12672 12514 11671 7015 359 243 6656 6399 2734 2596 1518 1450 405
shrinkage=0.000980392


Tree=5974
num_leaves=31
num_cat=0
split_feature=728 689 445 1051 419 318 495 84 1467 1248 1115 1052 180 1104 834 627 620 481 208 3 321 915 351 1036 623 770 221 559 774 635
split_gain=7.39203 10.5066 21.5715 18.048 14.8655 15.3376 15.7383 14.8379 16.6606 16.8613 14.6218 13.8257 14.724 14.3697 13.5765 16.8914 19.6172 15.232 14.1964 13.4396 13.3856 13.7978 17.6678 13.524 15.3573 15.3525 13.3235 15.4001 13.2544 18.195
threshold=1.0000000180025095e-35 -0.4288425582216272 -0.98875111453437525 0.85460284515812468 -0.13237471166225953 2.3237288449655509 -0.34892270410043041 0.86984675062906136 -0.37267698834688912 -0.28901520908341771 1.8509293589963385 0.86879658220195088 1.0000000180025095e-35 1.3628153198619457 -0.68420356825721951 -0.88668893227802281 0.13102810056866962 0.27088082170773259 0.76024495404803261 0.072180274985371093 0.46728705763592832 0.56726133959632941 0.90588335625440786 0.93750171444997654 -0.48706207573162935 1.7575200357932619 -0.77115262886309444 0.088625829713817952 1.8822238416329782 -0.64535710321989104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 28 5 -3 7 8 -7 -10 -6 12 20 14 -14 17 19 -16 -18 -17 21 22 23 24 -5 26 -26 -28 -4 -30
right_child=1 4 3 11 10 6 -8 -9 9 -11 -12 -13 13 -15 15 16 18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00022789931593638477 -0.0083726185065809717 -0.0040639221574607044 0.0029125082762945522 -0.011141759347527562 -0.00054334612274406144 0.061958329416777772 -0.0051575572448954998 0.099932486580703903 -0.056881252121200043 0.037478525480656937 0.013103212920875122 -0.017544054179407062 -0.028053515220551363 -0.045469465654042307 0.012248329534540719 -0.010550261098624988 -0.050012353559445326 0.10713543553197916 0.024587559864107683 0.023614688344620577 -0.012536492917889913 -0.018783491282363816 -0.014623126505678229 0.046233266925184355 -0.011534960396484859 -0.061520387360762208 0.039356122394900168 0.0059189625597234089 -0.012261024521210744 0.027261594845479176
leaf_count=252841 3591 40582 21961 320 34385 113 299 46 74 60 1394 1158 413 213 94 439 214 28 50 294 588 333 317 203 176 38 497 305 264 641
internal_value=0 -0.0205107 0.0169482 0.0399717 -0.0382545 -0.0747268 0.353008 0.770873 0.490424 -0.143892 -0.000256574 -0.0881419 -0.0286378 -0.219116 -0.138947 -0.000704834 -0.10823 0.895658 -0.707764 0.100869 0.0785704 0.166676 0.236573 0.340152 0.254342 0.391226 0.443043 0.554738 0.0711594 0.353799
internal_count=361931 109090 32137 28546 76953 41174 592 293 247 134 35779 5680 4522 1745 1532 1119 997 122 264 733 2777 2189 1856 1539 1336 1016 978 802 22866 905
shrinkage=0.05


Tree=5975
num_leaves=31
num_cat=0
split_feature=852 623 557 997 831 1047 1089 789 1394 13 98 968 1455 783 252 1050 971 697 1100 147 416 1400 1181 89 978 222 1326 426 1383 907
split_gain=7.29558 15.9636 16.8918 15.6851 19.1723 15.7997 17.3085 15.6868 15.4767 16.8909 14.831 14.8572 17.9299 14.1915 16.0683 15.1137 16.858 15.0744 14.0312 13.9695 14.3366 14.0124 15.1202 14.3384 13.585 13.2205 19.9543 15.9486 15.014 14.788
threshold=1.0747610123934368 -0.19900684355270876 -0.60594275351465043 -0.55302200848745542 -0.033429796573131478 -0.65357324419190499 1.3034552812289562 -1.0150778717537359 0.75965566590413014 0.52812237605389922 2.1753995300214073 0.21080603804170481 -0.078515617405996954 0.2400496438953339 4.9459690830228249 1.1124058081941028 0.32254360414631439 -0.67166661178324871 0.17747731910772258 0.65868992261026105 0.30845777614859959 2.8845492443851986 -1.2831469864174478 0.23309848968400929 -0.95701537237522805 -0.11571170686357901 1.9377652861289671 -0.70140252322843899 -0.13274323756065481 2.6596371626767215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 19 4 -4 8 7 -7 -6 -10 25 12 -12 17 15 -15 -17 -9 -19 21 -21 22 23 -3 -24 26 -5 -28 29 -27
right_child=1 2 3 10 5 6 -8 13 9 -11 11 -13 -14 14 -16 16 -18 18 -20 20 -22 -23 24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.00030562689668701655 -0.0014139815425993464 -0.04079074510019827 0.056088706165120621 -0.0039464453225260257 -0.012159046835072046 0.033751002146986564 -0.007505270470167337 0.020750539273621749 -0.0056216662141871454 0.049989729629929348 -0.017537567767024202 0.04493533285357023 0.035743789680419656 0.02135244117317878 -0.061464055799955501 -0.032308072854344269 0.020945382060889528 0.0040806790156671284 -0.022622636812157915 -0.0044230976454065823 -0.031814352299583355 0.04134253709224836 0.01478892098512731 0.017597965783691862 -0.0021427656757071088 -0.0031797752610734885 -0.0425722618735144 0.042920275607999422 0.0084995456078698142 0.062857809969282627
leaf_count=316003 19233 310 99 5861 892 364 591 505 164 104 215 183 141 1947 32 153 127 1605 346 802 460 106 836 98 3366 2744 39 160 4409 36
internal_value=0 0.0254134 0.0603336 0.089471 0.174067 0.159899 0.205313 0.246287 -0.0873993 0.367772 0.0442118 0.415404 0.118293 0.211953 0.336736 0.358393 -0.112677 0.0966866 0.00435564 -0.0520413 -0.284531 0.00452597 -0.0154192 -0.51955 0.0205383 0.0292409 -0.0520782 0.609333 0.0926139 -0.0419682
internal_count=361931 45928 26695 20717 6929 6830 5670 5079 1160 268 13788 539 356 4715 2259 2227 280 2456 1951 5978 1262 4716 4610 408 4202 13249 6060 199 7189 2780
shrinkage=0.05


Tree=5976
num_leaves=31
num_cat=0
split_feature=498 362 1380 981 189 1397 1388 694 1053 1175 1038 1445 282 1174 293 1249 572 479 291 9 1418 1173 1331 1097 910 562 967 1470 954 490
split_gain=7.277 13.0045 12.6342 12.3842 13.9166 19.6323 16.4899 13.6948 17.5426 13.548 15.6573 15.3158 13.4101 14.554 13.4714 12.2038 12.1956 12.1653 11.6302 11.4301 10.9384 10.8816 10.5094 10.434 10.386 10.202 10.1433 10.9766 10.1132 10.0984
threshold=2.3761431599641116 -1.6398594373691093 -1.3851361426158586 1.8715516490893573 -0.69348768723690357 -0.62991528691716592 -0.45598898986648995 -0.31136150415937219 -0.47339948862679954 0.55509353342610546 -0.9622074628057905 0.76640973051476358 -0.8251617875665388 1.7307967423910764 1.7504502193845901 0.56238761800628678 -0.72757951689043199 -0.37854602687012912 -0.26281063718936559 1.0547215719262615 1.0000000180025095e-35 -0.89794423234257248 -0.78653928680992391 0.56536575231373476 1.5647771018412711 0.041813506150313005 0.56851338866322176 -0.36509443454272694 1.6276177283287072 -0.32195138476207658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 21 15 8 17 10 22 -11 16 14 -14 19 -12 -5 -9 26 -20 28 -6 25 -8 -13 -7 -28 -4 -23
right_child=1 2 3 7 9 6 24 18 -10 11 12 23 13 -15 -16 -17 -18 -19 20 -21 -22 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00015018702309289162 -0.040119331359969895 -0.024162818775250963 0.0080862449971929908 -0.021567692673215393 0.019803050957987414 0.036531415758648149 -0.031259804570680887 -0.033097705079837163 -0.046772693630841716 0.033760854697954042 0.019997796907161997 0.052609713947276572 0.017572918598818425 -0.03320673545113826 0.085394386592961377 -0.038995626628568397 -0.026976496114551114 0.050108237399088096 0.074059151732908043 -0.066060280828989279 -0.0089416708462879881 0.030672634691058964 -0.027543933845471887 -0.048582560217978153 0.036472078446696643 -0.067322673734094257 0.040561013238996607 -0.084893847387541591 -0.082857504596370465 -0.032153554625728491
leaf_count=357046 112 283 46 66 104 169 457 39 196 531 120 46 1280 82 33 76 227 40 42 25 34 316 349 57 29 26 20 25 23 32
internal_value=0 0.0873111 0.103455 0.12767 0.167542 -0.036247 -0.258974 -0.23601 -0.490797 0.25627 0.164853 0.532661 0.247865 0.338111 0.389361 0.152468 -0.186321 0.163753 0.400977 0.375976 0.854822 0.341322 -0.303259 -0.273502 -0.53192 0.472812 0.518548 -0.579011 -0.491557 0.492157
internal_count=361931 4885 4773 4490 4073 1218 801 417 302 2855 2195 660 1742 1395 1313 315 347 106 115 239 76 417 453 129 486 72 214 45 69 348
shrinkage=0.05


Tree=5977
num_leaves=31
num_cat=0
split_feature=743 526 12 75 278 770 913 1199 777 283 1398 70 622 355 773 1316 765 1326 422 1071 81 557 651 1234 572 1381 631 120 772 1142
split_gain=7.22817 7.23102 11.19 13.1708 17.3904 17.924 17.9845 14.0754 13.401 15.4334 12.7042 15.1625 14.9665 14.9595 16.8734 13.9152 12.6109 16.4994 12.3212 12.2889 12.2052 12.3831 12.1624 12.1321 11.6064 13.2915 13.4652 12.2515 11.5511 12.7487
threshold=6.8880720291986846 2.3757057381457001 -0.41459691950467975 0.73910082791100096 0.46548500240738105 -0.90175500356716176 1.4456514231658051 -0.38315049131412332 0.41267278538737451 0.64035524238120478 0.84891579548403073 -0.63552409945287902 0.023487678427102438 0.51717865756522685 0.60891699116695264 0.13190072687907203 0.6028773865667798 1.627627930507759 -1.534072695657825 0.69084194168817237 -0.087341509078566193 -0.56619756756530815 1.1107569744011787 1.0000000180025095e-35 -0.59303353752189192 1.0000000180025095e-35 -1.0029498793758955 -1.0000000180025095e-35 -0.020443637378264965 0.60724695463342104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 6 20 -7 -3 24 11 12 18 16 28 -14 -13 -18 -4 -6 21 -5 -20 -17 25 26 -10 -27 29 -15
right_child=-2 2 10 4 19 7 -8 -9 9 -11 -12 13 15 14 -16 23 17 -19 22 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=7.1350034999008199e-06 -0.072610114233100639 -0.0067607627349892648 -0.047330752586719982 -0.045182591480787931 -0.030305078861415247 -0.013575946314826285 0.16159914803037739 0.029503421774113095 0.090842958484945016 0.036068220700323353 -0.023745906281017883 -0.020029518565704743 -0.03168731426336132 0.0093990338134240098 -0.037635235299678445 -0.022478405292130309 -0.0039677484501676958 0.080455803673923312 0.040282529253908933 0.048760620488729735 0.095238435771834495 0.046477882980351042 -0.027554982831852495 0.058430965173130983 -0.016229469225657985 0.074402426070604294 -0.012006575193551021 -0.056714415185613702 0.034742889046368811 -0.062480966198161791
leaf_count=349135 21 4162 63 71 291 293 23 369 22 383 1193 2225 311 400 177 73 672 41 378 45 49 93 56 70 575 82 253 29 298 78
internal_value=0 -0.00151634 -0.0720991 0.0128211 0.286642 0.484386 1.14953 0.234021 -0.0520954 0.217083 -0.165018 -0.10448 0.216967 -0.187744 0.132018 -0.207159 -0.291718 0.0494219 0.519735 -0.33269 0.856125 0.404985 0.643295 0.464778 0.000510975 0.361646 -0.00700522 1.13149 0.304762 -0.0158046
internal_count=361931 361910 12775 6740 1234 898 236 662 5506 1344 6035 4842 951 3891 953 454 2938 713 497 336 213 164 434 143 961 386 275 111 776 478
shrinkage=0.05


Tree=5978
num_leaves=31
num_cat=0
split_feature=815 1154 838 694 872 1089 676 1470 1458 666 1470 1236 950 1457 638 705 1438 363 8 898 289 54 619 1323 424 1428 678 776 138 1033
split_gain=7.22785 22.7488 14.0875 14.7141 13.9297 22.8373 20.4323 16.9876 19.4338 16.4328 16.1544 17.1307 26.579 22.1201 21.9328 17.7251 19.1398 16.1468 15.9722 15.7772 15.6477 18.9268 15.7258 15.6365 15.3744 16.2793 16.9359 16.3359 16.0669 15.7803
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.78378992664579661 2.0694473266637545 0.85297537480346686 0.44837531086292992 2.2057843579161749 -0.15615651347390749 -0.66626202780038846 0.45873907618427312 1.4838090556700341 1.0000000180025095e-35 1.0000000180025095e-35 -0.46794968924050279 1.2468095117058957 -1.1699780968919093 5.0272563409093776 2.4283462479559659 -1.0163422768548884 -0.70115157570871667 -0.21989702265122082 1.2163275519470622 3.9673535442038204 1.9506933187010389 -0.99231567709458668 1.0000000180025095e-35 0.98573251906422088 -0.54178477847487494 -0.93229081868087438 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 7 -7 20 -9 -6 18 12 15 14 -14 -12 -17 -8 23 -20 22 -22 -1 -10 -11 26 29 -28 -27 -26
right_child=2 -3 -4 -5 9 6 17 8 10 24 11 -13 13 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.0083835632537533986 0.0026453510230610381 0.0004569193833975461 -0.00017367836170711394 -0.006336605983924784 -0.0026175019586457638 0.00026392031173795566 -0.022426212229281491 -0.018183657529367497 -0.030464670669449651 -0.0088104049147785368 0.037926407561520506 -0.015559247927617299 0.058724737419061895 0.0041207891998537383 -0.062215823794805426 -0.01902693213560315 0.13188812503995501 0.082581635449031382 -0.020012031424954221 -0.0045766603195189067 -0.0016797318001176452 0.016927537336728322 0.075297906699112099 0.055595836215960141 -0.0010559174115305735 -0.019070742624771358 -0.041902617965176497 0.0024406228531368948 0.026412911034745686 0.016547271973445972
leaf_count=10516 41847 89654 146842 2690 10447 21687 1126 5289 1895 826 110 1132 383 413 48 802 20 26 1921 9056 9649 1158 20 64 1527 141 191 254 940 1257
internal_value=0 -0.0143447 0.00760674 0.0428511 -0.0520739 -0.0733451 -0.0110822 -0.122496 -0.188044 0.0144087 -0.133525 0.0768946 0.226381 0.584732 1.00406 -0.121545 -0.307752 -0.390432 -0.183093 -0.146359 -0.060352 0.0148504 -0.157548 -0.529957 0.117503 0.173283 0.0913769 -0.320593 0.425301 0.160444
internal_count=361931 170552 191379 44537 80898 65315 22839 42476 21133 15583 15844 2908 1776 844 431 932 822 1152 12936 10977 21343 10807 10536 1959 5136 4310 3229 445 1081 2784
shrinkage=0.05


Tree=5979
num_leaves=31
num_cat=0
split_feature=1371 842 83 693 79 218 1187 1381 611 699 421 202 138 382 77 840 761 981 1071 10 282 199 1318 17 1260 8 558 158 639 281
split_gain=7.19179 8.68402 9.67501 12.2502 9.26655 8.82926 10.7128 12.9738 12.2623 9.90662 11.3667 10.6465 12.5697 12.9222 10.5691 10.2186 13.6155 12.7605 12.4977 11.0278 11.5635 10.3571 9.77071 10.548 9.12049 9.53663 9.70824 9.11394 9.06657 8.99583
threshold=3.4357416210103824 2.3752998519744484 1.8267642562209692 -0.082485132319543991 0.24005564812467808 0.62849300123712892 0.39793609027398086 -0.55366439335323125 1.0000000180025095e-35 1.0000000180025095e-35 -0.73129587250681449 1.417063978123748 -1.3651800207553497 1.5342173587309684 -0.05072372883443322 -0.49112365313461287 -1.3332397758231975 0.18325856577518934 1.0000000180025095e-35 1.1500372901150555 -0.068466561241325066 -1.0000000180025095e-35 -0.73340658311465512 0.72129720905053485 -0.31145874883403485 -0.07879199384565147 0.074587997792929392 -0.72826319609815282 -0.39481859126267499 0.046758640012283297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 9 27 -8 -9 10 24 12 -12 22 15 18 -17 19 -11 21 -21 -18 -14 -24 25 -2 -27 29 -20 -7
right_child=1 4 3 -5 -6 6 7 8 -10 14 11 -13 13 -15 -16 16 17 -19 28 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.5067221919221757e-05 -0.029068382908576398 0.053624420653796856 0.045646673263550624 -0.013583691981843105 -0.019700490980314858 -0.044714643615234369 -0.04990483419282974 0.05532760192851003 -0.021939475987132182 -0.051104559845019763 0.070007693531391149 -0.025940111323477122 -0.02047038298070775 0.05658564324678439 -0.032974321950775105 0.15305258542395436 0.028125079674161991 -0.031463925996394228 -0.058680433220008481 -0.020700626812082693 0.13156518958496849 -0.044248475855235364 0.023219795150482295 -0.028347622642201465 -0.039686289177450172 -0.018666063290375835 0.067362142997294136 -0.044009154776822379 0.053717938187342086 0.033658087998562673
leaf_count=357287 158 63 125 111 53 80 83 65 81 326 80 226 280 75 585 23 143 168 31 26 21 105 489 152 303 53 49 567 59 64
internal_value=0 -0.124411 -0.15195 0.352935 0.543647 -0.194221 -0.459566 0.0404149 0.461414 -0.114675 0.0315788 0.18092 0.290905 0.196118 -0.325144 -0.0855699 0.1891 0.0924236 -0.569555 0.465116 1.70004 0.179682 0.0707139 0.280253 -0.369258 0.0476211 0.630689 -0.681651 0.422785 0.00552587
internal_count=361931 4644 4528 236 116 4292 940 229 146 3352 1865 1302 1076 996 1487 902 486 463 416 295 47 248 921 641 563 260 102 711 90 144
shrinkage=0.05


Tree=5980
num_leaves=31
num_cat=0
split_feature=785 21 253 747 928 843 636 909 771 1185 767 968 993 875 145 678 209 89 1043 779 1469 196 1122 153 898 1383 1384 1252 1464 1242
split_gain=7.19806 9.03698 13.0505 12.8446 14.9744 18.0032 22.0519 16.765 15.9943 15.0673 15.5285 16.3385 16.8567 15.5099 15.0294 16.0478 17.2525 15.5615 15.5487 14.6928 16.2375 14.3365 15.557 14.1208 14.0249 17.346 15.8575 15.3384 14.1749 13.9307
threshold=-0.86283290253235112 -0.70163543588998201 1.4775148743260689 1.0000000180025095e-35 -0.52992354128753727 1.2722732870070106 0.95721615165708862 1.9243274649644626 1.1613851119066363 2.6275413195740192 1.1233556138015588 0.516146653709881 -0.89727091510114898 0.53568775283694692 1.8017430396245553 0.34708990927187483 -0.53500575788460336 -0.56328807845558104 -1.1810244542554329 -0.62265212216965704 0.91216527557572424 3.9147101381531919 1.2501075966530342 1.3533504079639647 -0.17236526091600932 -0.36052375682695381 -0.11353408295255223 1.150784849711143 -0.20402463325828898 -0.48557333747416748
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 23 5 8 7 -7 9 10 11 12 -5 29 15 -10 -17 -18 -19 20 -14 -6 -23 -3 26 -26 27 -15 -27 -12
right_child=1 3 -4 4 21 6 -8 -9 14 -11 13 -13 19 24 -16 16 17 18 -20 -21 -22 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.0016470444683971174 0.0013583556670690253 -0.0021758247853232195 -0.0038303637670438861 0.0079001031252507199 -0.00070320186173621069 0.0059352756048572687 -0.0037505380497285037 0.018503563411818243 -0.019121986525717161 0.017339803642565051 0.001739173976515568 0.0058779773185308089 0.0013111534178609733 -0.004782357681659688 0.040894387151318254 0.021414225532959349 0.013438218411821258 0.073509922881729903 -0.019351239200519468 -0.0030575289218342204 0.020192114075626065 -0.035474771025141842 0.07961877057975289 0.0033685239391543133 -0.059871089401999145 -0.037755105372566836 0.034526714837560361 0.056167112271662982 0.029527569191047272 -0.014084733695481848
leaf_count=29559 79317 92568 11691 3226 95102 4430 2088 1677 1297 702 1043 8950 3007 425 89 349 304 27 798 13918 720 393 21 7432 103 71 247 45 90 2242
internal_value=0 -0.00477656 0.0172352 -0.0120855 0.00137191 0.0348043 0.127499 0.191715 0.0129629 0.0261343 0.0190954 0.0380811 0.00183854 -0.106117 -0.155772 -0.185394 -0.0243479 -0.161321 -0.330693 -0.0258699 0.0999999 -0.0155649 -0.559761 -0.0347197 0.128594 -0.340538 0.269539 0.0386029 0.0725631 -0.182951
internal_count=361931 332372 91008 241364 141364 45848 8195 6107 37653 34789 34087 29821 20871 4266 2864 2775 1478 1129 825 17645 3727 95516 414 100000 981 264 717 470 161 3285
shrinkage=0.05


Tree=5981
num_leaves=31
num_cat=0
split_feature=1454 959 844 498 1391 448 1458 1449 1450 967 1389 118 1460 1171 220 21 1422 757 1434 1331 683 18 690 1118 1180 564 1466 270 927 1458
split_gain=7.11968 8.5016 11.047 9.89737 7.43404 7.34653 7.32891 11.7232 15.4003 13.7571 15.4115 13.3176 15.046 12.6391 13.4905 13.6605 15.8843 13.6654 13.4311 13.062 13.5152 13.3427 13.0418 12.8768 12.8732 12.8131 12.1001 13.2406 12.6645 11.9673
threshold=-1.0640499357927207 0.84086088814742543 1.6437620877235493 -0.8584620568918232 -0.15959253268705823 1.0000000180025095e-35 1.8992776531617575 2.5214482292721478 -0.31703301683015661 1.6556144280633431 -0.56305805277722332 2.3787456441485824 8.9417178846786403 0.81981033005472737 2.3295705375322622 0.81122649975724037 -0.47136562738859977 3.9689946390473279 2.0447430703261724 -0.93327773205131026 0.78575971321487537 -0.79429540682495114 0.74857041712636418 0.46372568720110757 -0.97328079059835659 1.6456175871314378 3.4727308152642289 1.364809322039511 0.52536304805555745 0.75803698021777388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 29 9 10 -9 12 13 14 15 16 17 25 23 -18 21 -21 -22 -17 -23 26 27 -10 -29 -2
right_child=6 3 -4 4 -6 -7 -8 8 11 -11 -12 -13 -14 -15 -16 18 19 -19 -20 20 22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.031791009996268514 -1.7305609785223822e-05 0.094185440951517291 0.082303366074033213 0.067957272223968149 -0.044726873747939697 -0.027066519695379761 0.002388298100053355 0.0053262226999858386 0.030391842396239318 0.039786833308984214 -0.022408340327111156 -0.029591603921614886 -0.053078480423545016 -0.0035579341393281658 -0.032610465180438586 0.039934417042248947 0.024245865237891073 -0.066858082607385974 -0.038724455782162978 0.028007101519167372 -0.028754147286701004 0.023390136984995785 0.022420647766099696 0.0021560963345645724 -0.0070015585392228146 -0.0231626180406048 -0.024445075334150121 -0.012067238513929969 0.038063374245354893 -0.0022938901308765225
leaf_count=471 303182 23 20 21 44 25 14863 427 941 70 648 165 54 848 103 390 298 25 40 235 370 214 79 130 994 90 78 239 81 36763
internal_value=0 -0.324785 -0.534978 0.270293 -0.075478 0.545755 -0.0009557 -0.00339567 0.0911218 -0.149626 -0.215731 0.140958 0.158048 0.169919 0.22086 0.239046 0.183897 0.360037 0.536653 0.05547 -0.0194279 0.0893254 -0.378821 0.615377 -0.0174305 0.38723 0.438927 0.486398 0.0692167 -0.0055083
internal_count=361931 604 491 113 90 46 361327 346464 6519 1145 1075 5374 5209 5155 4307 4204 3644 1454 560 2190 1892 1443 449 520 1208 1429 1339 1261 320 339945
shrinkage=0.05


Tree=5982
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 1443 762 650 990 791 746 809 289 1437 706 1317 839 645 973 956 873 757 636 1186 633 2 895 1318 762 1326
split_gain=11.915 11.4616 17.3741 17.6684 37.13 19.3762 21.8906 17.5347 16.6069 16.437 25.85 19.4052 18.9698 18.344 17.9627 16.5978 22.549 16.2273 16.748 16.216 18.4995 18.4253 16.0668 18.0259 15.9821 15.979 16.9884 15.9275 16.0078 16.6322
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.593744732512876 1.8387373041910313 1.6923072129381651 0.65656536832909496 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 0.03945264047130545 0.18907585430057369 -1.6349090980304266 1.0999280683389623 -0.3520936843062038 1.0000000180025095e-35 1.3467136707454657 2.7932316895974547 -0.3944956110652062 1.0617369674132473 1.0062240519614825 0.4200704034683389 0.27654892694072097 2.3806376710736301 0.29648045878277735 1.980707381522673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 9 5 6 8 17 -5 -4 11 12 25 15 -14 16 -13 18 -2 21 -21 -6 23 -12 -10 26 -11 28 29 -24
right_child=1 -3 3 4 19 -7 -8 -9 24 10 22 13 14 -15 -16 -17 -18 -19 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.6253641821908182e-05 3.454969683804681e-05 3.6603273006792739e-05 -4.7258070821647341e-05 -2.8714347991248152e-05 0.00019167198475940111 -0.00012017528312106417 0.00023574362706014313 0.00013327168215699367 0.00017748251723017296 -0.00046024722656638951 -9.4835144628557336e-05 0.00039461765513951652 2.4874977769674582e-05 0.00022469250781723086 -0.0001286908005634507 -7.9649542320045191e-05 1.9937212587380539e-05 9.6637710945331038e-05 -5.4308172647052649e-05 0.00027582578013971715 0.00085100052425839698 -0.00050988733702722676 0.00025070582866814159 0.00032914426553805635 -0.00019052862971899494 2.685175754112537e-05 0.00026523770079790883 -0.00061824601343281511 -3.0295449092055438e-05 -0.00039988014609572067
leaf_count=29559 20388 21518 148889 17978 1486 6902 2025 6225 3827 4244 3143 1050 10011 1630 12874 10473 16354 7761 24809 1019 354 206 4814 565 657 1282 239 147 1330 172
internal_value=0 -0.0113937 -0.0155581 -0.0249751 0.0240855 -0.00168045 0.0269165 0.0198987 0.00429861 -0.0337343 -0.00117078 -0.025348 -0.084396 0.0127044 -0.0549235 -0.00343014 0.0402119 0.00606031 -0.0119191 0.255447 0.435893 0.111464 0.0984525 -0.0253111 0.124945 -0.274571 -0.391095 0.160391 0.174806 0.23153
internal_count=361931 332372 310854 251671 34454 31389 24487 59183 22462 217217 68328 58157 28650 29507 22885 27877 17404 52958 45197 3065 1373 1692 10171 3708 4484 5765 4483 6463 6316 4986
shrinkage=0.000980392


Tree=5983
num_leaves=31
num_cat=0
split_feature=181 1454 1452 1226 1220 21 1455 1460 1427 1449 1469 1461 1451 1469 21 1453 1464 1468 1450 1454 1449 1454 1450 1452 1451 1458 1457 909 627 1470
split_gain=9.0797 11.8697 19.4904 16.6362 16.5157 16.3323 29.0691 23.3835 28.3139 24.1905 22.1865 21.159 18.7372 18.7094 18.4335 21.4019 18.5339 27.6531 26.7969 49.9078 26.8731 25.7328 42.3417 29.4988 24.8056 23.6379 23.3471 23.2741 20.2471 19.0458
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 1.3976603854473784 1.495477173205306 -1.0798509198017876 0.46304910557563933 1.3228809068545828 1.0000000180025095e-35 -0.16476281433214623 -0.81490090580954255 2.5032120688259147 0.73539989607580092 2.0255131783821718 1.189441983669046 3.5235182473523379 -0.43279898335635575 1.8034839195215984 0.27262452905359075 2.311341190271452 0.31881434390535024 0.8862013653042119 -0.44975414142939646 0.57845329651378008 2.0946814787157892 1.0000000180025095e-35 -0.34506681842024162 0.09468287894006136 -0.77081965765518168 -0.84210365056776759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 11 9 -9 10 -8 13 -12 -3 -7 16 27 18 19 20 21 22 -18 -23 -21 -26 -22 -16 -25 -20
right_child=-2 5 -4 4 -6 14 7 8 -10 -11 12 -13 -14 -15 15 -17 17 -19 29 24 26 23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-3.0128706464006242e-06 -3.2070744403238991e-05 -4.5577959436356203e-05 -0.00019146305095953922 -7.2976128682975937e-05 -0.00049766491497204679 -5.8978359410736202e-06 -0.00020116802148182394 -0.00051778471022321409 0.0002103516814781334 0.00049377522785641332 0.00052609777943425997 0.00055850769159697063 -0.00013831042287892794 0.0019020447105187797 9.563074946943007e-05 -0.00022892479810589591 0.00036663483078180247 -0.00021376760434984842 0.00010902277400899444 -0.00071935831453837291 0.00018194733619594425 2.0828987351249243e-05 -4.8853904735848042e-05 0.0006005439123265724 -0.0011864973767596021 0.00041376895321461137 0.00068985576524890099 -0.00014596035345686013 -0.00085915408370785813 0.00046520572645485921
leaf_count=132539 75166 7084 4160 13753 566 102408 700 407 691 1755 706 291 310 28 4482 1092 2330 1045 1006 516 1029 1082 2414 44 53 199 719 3258 352 1746
internal_value=0 -0.000385197 -0.0153875 -0.0112315 -0.0912661 0.0149646 0.100557 0.234191 -0.0445883 0.326637 0.126073 -0.00555601 0.33574 -0.0377475 0.00747492 0.0657998 0.082048 0.134224 0.16456 0.101387 0.154037 0.0840743 0.164907 -0.172625 -0.437649 0.0977253 0.393797 -0.00305047 -0.684947 0.3426
internal_count=361931 286765 151018 146858 14319 135747 11972 4569 1098 3471 1716 7403 1016 7112 123775 21367 20275 12535 11490 8738 7970 6222 4744 1478 768 252 1748 7740 396 2752
shrinkage=0.000980392


Tree=5984
num_leaves=31
num_cat=0
split_feature=785 332 395 203 678 602 1450 1459 1454 1470 74 1461 1322 599 710 754 282 951 475 1470 1046 503 1105 554 836 47 1044 8 628 495
split_gain=13.4229 11.6912 25.8333 17.7547 17.3423 22.7793 18.3427 17.6736 17.5242 22.5445 24.0897 22.7404 17.8252 17.4616 17.4164 16.883 16.6433 16.6037 16.3709 18.2029 17.1007 15.9145 15.4097 15.1883 15.1067 15.0071 14.6599 16.168 15.7386 14.8628
threshold=-0.86283290253235112 1.0000000180025095e-35 1.0000000180025095e-35 1.0605395091208547 0.34708990927187483 0.66849908449309148 -0.34557539116087493 2.1181754444417895 0.46457600248903658 0.29719935299617245 0.56712102059263614 2.8731308545368139 -1.466804341704377 2.4014374252695494 -0.75092172263268342 -0.28790259491387865 1.1430299410099245 3.0194634035002808 1.0000000180025095e-35 -1.2126727935954851 1.705508178066435 -0.011735158923716921 0.33575676842318491 1.6391053631036938 0.39142554513163436 4.9539761997101044 0.94529529889419173 -0.27845548004206305 2.0618099108213457 0.15588106350671327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 18 -3 6 7 14 9 10 12 13 -8 -11 15 16 22 -16 19 -2 21 24 -6 -7 -20 -12 28 -28 -21 -29
right_child=1 4 -4 -5 5 23 8 -9 -10 11 25 -13 -14 -15 17 -17 -18 -19 20 26 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=3.8572261499224255e-05 7.7820202012414931e-05 -1.5634535517701638e-05 -4.3697441679099451e-06 -0.00016933985332956457 6.9565207025006529e-05 -5.2774512038285476e-05 -0.00038973983915320575 0.00042532445766520362 -7.2966493409648345e-06 5.373996760059294e-05 0.0003611604364102195 -0.0011514082401638797 0.00014285669507555523 -0.00073119671789412819 -3.9386627311130767e-05 0.0003983549219416372 0.00049378390019933264 0.0006769984021869767 0.00015750024597518036 -7.9023472651651317e-05 -0.00036192803411481213 -6.8905536240747111e-05 -0.00038683481590475198 -0.00051598501993417199 -9.7389070470551092e-05 -0.0014114343844010585 -0.00048817598359700049 8.0993488902636232e-05 -0.00059833594588580823 -0.00037073128408127355
leaf_count=29559 3432 126699 82513 20329 1565 7134 416 395 5857 5813 2691 77 7671 122 16124 825 302 119 7692 25522 1019 7561 457 322 2035 21 2281 1506 737 1135
internal_value=0 -0.0119905 -0.0294468 -0.074677 -0.000143692 0.0324408 0.0520165 0.00418508 0.0933331 0.128252 0.18632 0.0232783 0.126344 0.0376922 -0.00537749 0.140899 0.0476382 -0.0336722 -0.0524144 -0.0885275 0.0159736 0.0353566 -0.0246748 -0.0733547 0.104431 0.354996 -0.113519 -0.277026 -0.0897743 -0.124175
internal_count=361931 332372 155762 73249 176610 49911 42455 19787 22668 16811 10799 6012 8087 5935 19392 3149 2324 16243 52920 34613 18307 17288 2022 7456 9727 2712 31181 4922 26259 2641
shrinkage=0.000980392


Tree=5985
num_leaves=31
num_cat=0
split_feature=51 1365 671 1284 787 221 1450 257 20 843 1464 401 696 1460 1106 1457 1454 209 942 1130 1044 1191 1 1253 845 73 76 814 878 626
split_gain=7.21348 10.6607 11.7714 14.1165 14.5117 13.2058 12.098 11.5433 11.1705 15.2694 11.1205 17.4046 12.949 12.8052 12.5928 11.8721 11.5187 10.9038 15.1529 14.3937 14.1406 12.0274 14.8681 14.3284 13.4927 13.4458 14.0888 14.2978 13.2139 12.2733
threshold=1.0111847875080273 2.0426043571165486 1.6550864193358736 -0.47235373772033101 1.4337814159034321 0.20104065122984319 0.17095000708663582 3.5639524758639904 -0.58261519414805518 -0.27449113377226558 -0.29994047272053637 1.0000000180025095e-35 0.89911632558419885 0.85891196165308137 0.21831437789653371 0.63151525041848589 1.4796464965332312 1.4890277347009093 3.1241105236897999 0.60247988118348694 -0.47555520519597327 1.2886124413102085 1.254015973486347 0.10331606235494582 2.8872886568551483 -0.15684789509735098 0.23642737028913072 -1.0000000180025095e-35 1.6473864309851525 1.6740326120225519
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 8 -7 17 9 -3 13 15 -13 -5 -15 16 -12 21 19 20 -19 -2 24 25 29 26 27 -24 -25 -23
right_child=1 2 -4 10 -6 6 -8 -9 -10 -11 11 12 -14 14 -16 -17 -18 18 -20 -21 -22 22 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00012947270574809278 -0.00076875149519560905 -0.019126616984281222 0.066402133697689741 -0.025596654125209763 -0.072817807516296282 0.014280007336273343 -0.050600099304657642 0.028757370273640084 0.022310247871412843 0.085671595168980652 -0.034310580759093261 0.012884120609061148 0.067838869089210968 -0.01844311055932599 0.082785249615073386 0.043459979185212869 0.04131081732443144 0.0056325101014373059 0.054735815999107068 -0.02484110307078927 -0.012815083805948617 -0.014186292126809814 0.06132334498561736 -0.015629729973666927 0.054442552526924232 0.0065330944175191336 0.11179176577991493 -0.041256726034906238 0.078276835666796094 0.01356494654951693
leaf_count=306947 43470 32 29 424 28 130 50 128 334 69 277 224 57 42 24 37 29 1022 36 957 1780 4385 69 487 45 391 36 47 21 324
internal_value=0 -0.0298088 0.148076 0.117198 0.376597 0.43948 -0.0633969 -0.0374166 0.655215 1.28263 -0.0556459 0.151193 0.522054 -0.34019 0.597272 -0.277732 -0.481756 -0.0399111 -0.173497 -0.19464 -0.108948 -0.0290624 -0.155341 0.170399 -0.222416 0.520328 1.11218 0.570475 -0.181988 -0.240651
internal_count=361931 54984 1786 1757 643 615 180 53198 435 101 1114 624 281 490 66 343 306 53070 3795 3759 2802 49275 5805 1051 4754 543 152 116 508 4709
shrinkage=0.05


Tree=5986
num_leaves=31
num_cat=0
split_feature=785 728 519 728 650 803 666 333 678 689 1028 264 209 1388 217 1256 21 1384 1175 567 208 514 496 1047 1118 982 417 1183 1469 1184
split_gain=9.27821 10.063 10.0367 15.5743 17.22 17.0173 30.4195 31.546 18.4447 17.5649 18.5157 17.5864 18.9201 21.2359 20.4547 18.0483 17.4739 17.4512 17.4157 17.2283 18.4931 18.776 20.3317 18.4695 17.4823 17.1178 18.8589 16.4854 17.31 16.7991
threshold=-0.86283290253235112 -0.49008176997875957 2.1420547332082829 -0.49008176997875957 1.6923072129381651 1.9682860324222273 0.45873907618427312 1.0308016862606064 1.0000000180025095e-35 -1.1110989058077336 0.85792094380938277 1.0406688472030448 1.2470654765739884 0.82257700019985236 -0.99253939913350864 -0.26213262545229055 -1.6471741456694959 -0.77009072742845286 0.71406188642734192 1.6534791294988647 0.4996664168684139 1.9087852721677012 -0.9767377672226305 2.5256796091004148 1.5735514332708098 -0.71956952433493104 1.1478874815878781 -1.150280387091186 -1.0588145806293296 0.75829783191433842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 9 8 -8 -7 10 -5 16 13 14 27 17 -11 -15 -9 23 21 22 -21 -18 -22 26 -25 28 -13 -29
right_child=2 -3 -4 5 -6 6 7 18 -10 11 -12 12 -14 15 -16 -17 19 -19 -20 20 24 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-9.2577215744729934e-05 6.6687307203004212e-06 4.6721779687114197e-05 3.5746666420948603e-05 6.0481790594927543e-05 0.00013291529767439774 -0.000184432437642214 0.00029379471547868942 0.00014854705881936823 5.3196251125975507e-05 0.00014764978334892926 -5.5993388695359052e-05 0.00056898123975446951 -0.00015989572966694201 0.00026317627584951923 -2.3331287672044017e-05 0.000247500898732674 -5.9724902122414394e-05 -0.00016809103057446086 -0.00056643111451701647 -0.00031325276874066425 -0.00012593977432180431 0.00047370813459810321 0.00011525990233875531 -0.00031548993606458453 -0.0012182612593372745 0.00017369371218365406 0.0007079752877750526 0.00015323686365707322 -0.00069607976356503439 0.00062828514921293088
leaf_count=3396 52958 26163 21518 24168 6225 2881 3351 273 4547 3431 10746 59 2900 657 20948 3104 158394 1272 338 904 1409 627 4708 998 111 3419 118 1617 229 462
internal_value=0 0.0335754 -0.00916063 -0.0130617 0.0205223 -0.021988 0.0627234 0.214908 -0.0264362 -0.0268826 0.0229968 -0.0359583 0.0131305 0.0311121 -0.000327295 0.155783 -0.0468715 -0.0153267 -0.234455 -0.0501662 0.0587918 0.110143 0.0663769 -0.0561518 -0.203005 0.0985553 -0.192318 0.201092 -0.336891 0.268951
internal_count=361931 29559 332372 310854 59183 251671 11390 3962 7428 240281 34914 205367 31248 28348 23315 5033 174119 1929 611 170688 7759 6239 5612 162929 1520 4535 1116 2367 288 2079
shrinkage=0.000980392


Tree=5987
num_leaves=31
num_cat=0
split_feature=785 519 728 660 1042 1189 790 752 21 650 645 900 973 158 1442 1163 222 1035 704 942 1110 915 629 551 1154 426 12 75 15 1315
split_gain=11.8046 11.4202 17.1403 18.5475 18.5369 19.0874 18.5828 21.2824 18.088 17.6237 16.2754 16.2333 16.1312 16.0687 18.9514 15.6452 18.5948 20.0899 18.5467 18.0748 17.6852 16.3031 15.6861 15.246 19.1493 15.7711 15.4447 15.1989 15.5403 15.1515
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 -0.72421686037558375 0.93388858682319986 3.3247017215659862 1.8618223311409718 -1.385907308364305 -1.6471741456694959 1.6923072129381651 1.0999280683389623 2.4550162294994617 -0.3520936843062038 -0.026414431519206694 0.2363784148266897 0.77744748183203882 1.4264173337734436 -0.6672948693964057 1.3697789339328648 1.0000000180025095e-35 -0.76811851402710796 -0.47312988904618503 1.5985406371671274 0.64671165885833515 1.0000000180025095e-35 -0.095081963073456829 -0.58399151183051878 0.53317138726931279 1.2438513371416156 -0.036900995195347654
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 6 29 7 -4 -5 10 12 -9 -2 -8 27 -10 18 -18 -17 21 -21 -19 -23 24 26 -26 -22 28 -15 -6
right_child=1 -3 3 8 5 -7 13 11 15 -11 -12 -13 -14 14 -16 16 17 19 -20 20 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.2836399920226444e-06 -5.5223041381910636e-07 2.6439492691202424e-06 -0.00020544612409398129 0.00012360493249032885 -5.1797178923657803e-05 0.0010321527465317977 0.00020605342210250585 -1.4399658710619022e-05 -6.3200341283126642e-05 9.8951692279041718e-05 6.2325860941291739e-05 0.00035659162789608979 -8.7345030901946297e-05 -0.00066052300051924133 0.00016667581977013196 -0.00015830255861089775 -0.00033968291639379158 -6.8201992113139261e-05 4.4415690513157437e-05 0.00053231827717293222 0.00034803998094059114 0.00051347603802231459 0.0020829951460620269 -0.00088016973860653768 0.0006712533434445584 -0.00027697611765707805 -0.00079677683327216461 0.00010536678051232309 0.00061746567230721347 -0.00023794996438679348
leaf_count=29559 20388 21518 4223 3398 6407 76 3374 41868 146071 6225 7761 585 24809 640 884 32282 673 322 3338 259 107 719 26 179 198 142 271 352 54 5223
internal_value=0 -0.0459283 -0.0500462 -0.059342 -0.0248618 -0.118858 -0.00747622 -0.0225239 -0.0722839 -0.0149795 -0.0287791 -0.0092503 -0.0466782 0.121529 -0.059749 -0.0753013 -0.123799 0.0690785 -0.141532 0.174692 -0.0347553 0.41113 0.608949 -0.192923 -0.0505666 0.297543 -0.485726 -0.310925 -0.542473 -0.128059
internal_count=361931 332372 310854 251671 63686 11706 51980 46676 187985 59183 52958 42453 45197 5304 1930 184587 38516 2896 35620 2223 1156 1067 745 897 718 340 378 1046 694 11630
shrinkage=0.000980392


Tree=5988
num_leaves=31
num_cat=0
split_feature=785 519 728 803 666 333 540 689 1028 264 209 1388 217 1256 21 1175 1384 650 567 1047 208 514 496 1118 982 417 1183 1469 1184 355
split_gain=12.0739 11.2433 17.4788 17.3342 30.6144 31.5367 18.4306 18.3879 18.456 18.3541 18.8818 21.3248 20.2785 18.1753 17.8139 17.4254 17.401 17.2341 17.1366 18.8221 18.4195 18.797 20.3351 17.4144 17.2896 18.7363 16.335 17.2597 16.7529 16.2958
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.9682860324222273 0.45873907618427312 1.0308016862606064 1.0000000180025095e-35 -1.1110989058077336 0.85792094380938277 1.0406688472030448 1.2470654765739884 0.82257700019985236 -0.99253939913350864 -0.26213262545229055 -1.6471741456694959 0.71406188642734192 -0.77009072742845286 1.6923072129381651 1.6534791294988647 2.5256796091004148 0.4996664168684139 1.9087852721677012 -0.9767377672226305 1.5735514332708098 -0.71956952433493104 1.1478874815878781 -1.150280387091186 -1.0588145806293296 0.75829783191433842 -0.35164950656881794
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 7 6 -6 -5 8 -4 14 11 12 26 16 -9 -7 -13 -2 19 -16 21 22 -20 -22 25 -21 27 -11 -28 -10
right_child=1 -3 3 4 5 15 -8 9 29 10 -12 13 -14 -15 18 -17 -18 -19 20 24 23 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=3.6367242198065185e-05 5.9925213500863113e-06 3.5942007078796034e-05 5.833707360060841e-05 -0.00018558389219663091 0.00029177379575975952 0.00014684665000191233 5.1163978104265873e-05 0.00014574473515261595 2.9012832051348288e-05 0.0005667267805580206 -0.00016198436638785701 0.00026003262633632172 -2.5642230553948155e-05 0.00024564994494433336 -6.3356672430413524e-05 -0.00056820340860399079 -0.00017043643410099787 0.00013225782217406108 -0.00031701806648044411 -0.00031833885790879011 -0.00012936087034407854 0.00046961432037912447 0.00011116527818051254 -0.0012187044215961817 0.00017181328339898374 0.00070053580867299994 0.00014968931523320832 -0.00069599736787753601 0.0006237375991464039 -0.0001504274378280403
leaf_count=29559 52958 21518 24168 2866 3351 273 4562 3431 5281 59 2900 657 20948 3104 158394 338 1272 6225 904 998 1409 627 4708 111 3419 118 1617 229 462 5465
internal_value=0 -0.0116124 -0.015737 -0.0251831 0.0602726 0.212904 -0.0291076 -0.0301177 0.020891 -0.0393938 0.0107315 0.028685 -0.00279679 0.153575 -0.0505294 -0.236319 -0.0180454 0.0198318 -0.0538534 -0.0598165 0.0547411 0.105974 0.0622131 -0.206256 0.0962589 -0.195742 0.197618 -0.337642 0.265111 -0.0590419
internal_count=361931 332372 310854 251671 11390 3962 7428 240281 34914 205367 31248 28348 23315 5033 174119 611 1929 59183 170688 162929 7759 6239 5612 1520 4535 1116 2367 288 2079 10746
shrinkage=0.000980392


Tree=5989
num_leaves=31
num_cat=0
split_feature=785 728 516 451 506 564 789 515 623 566 723 770 728 650 703 921 930 1059 1118 471 1452 768 564 506 924 695 288 1452 294 72
split_gain=12.9249 11.4432 11.4181 19.0777 44.0993 22.2457 18.6111 17.8624 16.281 19.8068 19.2179 17.7423 16.6956 30.4502 27.8928 27.2607 25.8959 24.9559 22.7098 22.9981 20.0947 19.7143 19.2947 47.3972 18.6536 19.4298 18.4144 17.9569 17.8419 17.5975
threshold=-0.86283290253235112 -0.49008176997875957 1.0000000180025095e-35 1.4809802044803921 -0.33605752069368178 1.4188032667957222 1.1248358748350926 1.4353143596930875 1.9538269969423816 2.1059719136688364 1.0000000180025095e-35 1.1976726590858044 -1.3163276726681863 1.253152870847948 -1.4278711406352407 1.0000000180025095e-35 1.0000000180025095e-35 1.0885083440240186 2.1587322811984717 2.2944869526193208 0.054107511653421626 1.4942126327982546 2.2668915950075288 1.0000000180025095e-35 1.8999064755685127 2.737480222402255 1.7036534467031745 -0.18157124906225561 -0.13924336638917875 0.80147023938700868
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 8 -2 9 12 11 -11 13 16 -15 22 20 -17 19 -19 27 -16 24 -24 -14 -26 -18 28 -4 -22
right_child=2 -3 6 4 -6 -7 -8 -9 -10 10 -12 -13 15 14 21 17 26 18 -20 -21 29 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.6262843707080513e-05 -4.7689292180776993e-05 5.2124989241868425e-05 0.00018714957926285975 0.00028985572106603338 -2.2364989375837667e-05 -0.00014312340097339424 -6.0363058554422864e-05 2.3737332306553277e-05 0.00010189196477552008 3.7377637190544582e-05 0.00021358087326960474 -0.0005362045879255961 -6.0896026321235665e-05 -0.00013811871116554833 0.00032454158091494453 7.779666848159145e-06 -4.4016951302498981e-05 0.00021541491682558245 -0.00071686888070625061 -0.00031542289282990548 0.00031619648015915157 -0.00018488181503242861 -8.7825814456613378e-05 0.00042731804006689033 6.4257635811369881e-05 -0.0010978576044947299 -0.00042868576541260384 -0.0002775944683701005 -0.00010767331569785578 -0.00011721242798988949
leaf_count=3396 86094 26163 2596 2736 10940 11199 23724 29310 8383 2841 3640 310 73314 1172 3626 37766 9446 5633 142 440 2472 479 2400 1377 8265 89 682 946 1808 542
internal_value=0 0.0381802 -0.0121897 -0.0302254 0.0545618 -0.0406171 -0.000987535 -0.0296717 0.00782458 0.00225826 0.116541 -0.0151334 -0.00376626 0.051385 0.202436 -0.0148439 0.00728221 0.0312326 0.161728 0.18218 0.100773 0.281088 -0.0408424 0.119106 -0.0491342 0.0547724 -0.0710095 0.0133837 0.0739539 0.24338
internal_count=361931 29559 332372 140279 13676 126603 192093 115404 168369 159986 6791 3151 153195 23769 5277 129426 18492 43981 6215 6073 8364 4105 85445 3777 81668 8354 10128 5350 4404 3014
shrinkage=0.000980392


Tree=5990
num_leaves=31
num_cat=0
split_feature=785 519 728 921 783 762 650 791 746 809 289 1437 651 1459 854 797 797 965 84 414 80 399 645 13 773 1311 431 1317 839 973
split_gain=11.0924 11.9747 17.2148 17.9301 38.0387 19.2069 17.463 17.128 27.2998 20.5546 19.2699 18.1412 18.1396 17.2483 16.7347 69.8149 19.8366 20.1809 17.6041 16.9785 20.4627 18.4173 16.4171 16.3831 16.3576 17.4321 16.3436 16.339 22.4744 16.3113
threshold=-0.86283290253235112 2.1420547332082829 -0.49008176997875957 1.0525743831388839 2.2099560249315608 1.8387373041910313 1.6923072129381651 1.0000000180025095e-35 0.66766320980544069 1.0000000180025095e-35 -0.97973929768467649 1.4266783389745494 1.1107569744011787 -0.06045160922923843 -0.87473648844905705 0.63961785378869596 0.63961785378869596 -0.45591238426429986 -0.010139945829889745 0.69970882891009956 -0.7961302373238599 1.2961422998928038 1.0999280683389623 -0.17189113104522832 0.30711866236834834 0.052484712102878438 1.309237444685371 0.18907585430057369 -1.6349090980304266 -0.3520936843062038
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 7 5 -5 22 14 9 10 -9 27 13 23 15 18 -16 19 -4 21 -21 -18 29 24 -12 -26 -20 28 -11 -2
right_child=1 -3 3 4 -6 -7 -8 8 -10 11 12 -13 -14 -15 16 -17 17 -19 26 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.4929550236719344e-05 3.3937191984652158e-05 3.7986403163088395e-05 -0.00023344962022809324 -2.0210822412975721e-05 0.00025383166347628502 0.00017311119638532135 0.0001331300600708464 -0.00027186715367747474 0.00010016391340364723 0.00039534668754773471 -0.00011060488922796184 0.00022490618213497508 0.00028313296387728301 2.1606386840244007e-05 -3.8244822240318342e-05 0.00026550548493678065 4.0101211778830666e-05 -0.00015785021210206406 4.5057251625107089e-05 -0.00071547939231293863 -0.00012067439966992123 -0.00029553535770353572 9.7279953080883029e-05 -0.00021927978900506209 -5.7510437132067248e-05 0.00054821531764505014 -0.00048752032832282771 -7.7664760209463366e-05 2.1077481663238074e-05 -5.3754003091102997e-05
leaf_count=29559 20388 21518 3436 28739 3065 2650 6225 5765 10171 1050 4710 1630 765 8426 102546 3633 9744 21183 3396 451 3050 1053 7761 7692 726 566 397 10473 16354 24809
internal_value=0 -0.0110608 -0.0153179 -0.0246925 0.0247345 -0.00134959 0.0199765 -0.0335167 -0.000267968 -0.0251093 -0.0858378 0.0140902 -0.0561241 -0.0740604 -0.048285 0.0379182 -0.0563224 -0.108183 -0.107603 -0.0390932 -0.188822 0.00823515 0.0061675 -0.138458 -0.0232438 0.234148 -0.00121286 -0.00196634 0.0413461 -0.0119156
internal_count=361931 332372 310854 251671 34454 31389 59183 217217 68328 58157 28650 29507 22885 22120 148889 10862 138027 35481 7229 14298 3501 10797 52958 13694 6002 1292 3793 27877 17404 45197
shrinkage=0.000980392


Tree=5991
num_leaves=31
num_cat=0
split_feature=519 858 727 257 1437 1035 148 651 219 1246 423 911 706 1051 217 1252 976 354 1321 1043 1314 1252 416 362 1459 243 773 75 1065 1035
split_gain=7.25721 13.2466 13.4003 13.4088 14.265 14.5074 14.9923 12.6602 12.1236 12.7943 12.0994 12.7824 11.825 11.4678 13.5004 11.4097 11.3449 11.2241 12.4844 11.301 11.2219 11.1698 11.2313 12.5933 11.7002 11.0919 10.9793 16.4968 15.9659 14.8513
threshold=2.1420547332082829 1.0825608069246189 1.0000000180025095e-35 1.0000000180025095e-35 1.4266783389745494 0.55655532513077766 -0.27151526131196574 1.1107569744011787 1.4154570524631338 0.85438269943811007 1.6414450831818315 0.04971763128720999 -0.88031931707294497 1.6125029420159782 1.0000000180025095e-35 3.0667271883492924 -1.3037735546601457 -0.59535441558300972 -1.0911040174332938 -0.23004520309452922 0.89402166122074711 -1.2618832804257856 1.1484769273107334 -0.79720858585650245 0.22065117554497152 -0.32894031014216935 1.1146331096943436 0.45396775625327895 -1.0229131716126312 -1.0366550632401952
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 10 8 6 20 -7 9 -5 15 12 -12 -3 25 -4 -2 19 -19 -11 -6 -8 23 -23 -25 -15 29 28 -28 -18
right_child=1 13 3 4 5 7 21 -9 -10 17 11 -13 -14 14 -16 -17 26 18 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00028412806322045142 0.014417732128416011 -0.0072907352153878911 0.0022365527275289968 0.01165678782016491 -0.017341887561388738 0.033513617292557356 0.079015915359344893 -0.0330372711633359 0.028340319640115741 0.0023081286589611647 0.065086912150855075 -0.042822343479190381 -0.010968489577949183 -0.049798012695575884 0.056356436872134853 0.066680748700317302 -0.014508850360652163 -0.056049158621659434 0.0099984222102190313 -0.048691143862062178 -0.067382718032971953 -0.060527230809927314 0.069369695805748408 0.024389972683630856 -0.045366775265177323 0.024270231978881535 0.041206056377760689 -0.034389690062437549 -0.0093794312084892473 0.0017260479157530468
leaf_count=338398 622 2645 5517 3906 345 174 20 41 435 92 23 164 201 42 64 30 942 41 439 115 66 41 21 108 39 58 97 374 742 6129
internal_value=0 0.0349846 0.0544355 0.101665 0.174316 -0.0840411 -0.245624 0.407801 0.218432 0.185878 0.0268475 -0.360565 -0.0195985 -0.108267 0.429126 0.0525456 -0.0133486 -0.0910411 0.0960128 -0.512063 -0.500884 0.18183 0.0263609 -0.152124 0.138972 -0.0919766 -0.0352254 -0.245807 -0.0717687 -0.00269276
internal_count=361931 23533 20724 11818 5883 855 640 215 5028 4593 5935 388 224 2809 164 5547 8906 687 480 207 411 229 209 188 147 100 8284 1213 839 7071
shrinkage=0.05


Tree=5992
num_leaves=31
num_cat=0
split_feature=1028 407 1456 276 560 1083 1461 1459 1454 1465 1458 874 1465 970 553 432 1320 1178 194 1191 1117 1016 762 285 155 286 568 1042 204 464
split_gain=11.6799 21.3452 15.5798 16.8822 16.941 16.8706 16.7153 15.6597 17.8385 17.4447 22.4932 18.6847 18.041 18.8177 17.7239 19.3022 17.1599 19.8524 17.0279 16.9183 16.2124 16.3077 16.2004 16.1759 17.7977 15.7465 15.7369 15.6023 16.3139 16.4734
threshold=-0.96688480048775205 -1.2965003005540392 0.086884870144167459 0.51239841603722114 0.69938096432954089 1.0000000180025095e-35 3.9993613276323443 0.40413748344094969 3.8331818028246452 -0.27106818942133887 -0.25149012508983032 1.4669069232400107 -0.46084089787380461 0.7701545154026761 0.022211985314598417 1.2898465443661526 -0.45902335058422578 -0.57333694926911372 3.4153224476252908 -0.32451024406358481 0.17331221079129841 1.6368561230301943 1.9723186057618249 0.080978946171001917 0.10644047151329404 0.83106238940090293 0.47816660402336925 2.3152256070832018 0.96637212669085759 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 6 -5 7 -4 8 9 10 12 22 18 19 23 25 17 -12 26 -14 -19 -22 -11 -15 -25 -16 27 -1 -29 -30
right_child=1 -3 3 4 -6 -7 -8 -9 -10 11 16 -13 13 14 15 -17 -18 20 -20 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00027278323658310285 -6.0998054460181239e-05 6.0254713041948873e-06 -0.00015418964829698537 -6.8160303948945871e-05 0.00025878438043554967 -8.0903802738378707e-05 0.00044290559560474071 7.3456344915621532e-05 0.00052959440300080708 -7.2500216110589467e-05 0.00039538631225226832 -0.00031532979526620048 -0.00023561944247531361 -0.00035226912642647465 0.0010549511720015013 0.0025358344004675825 2.505339157799397e-05 -0.00015403098785113031 0.001392679040031683 0.00023864581883274743 0.00042672364103054999 -0.0006014886654662811 0.00020557224118734042 0.0013623747396858301 -0.00060570134153940314 -0.00064958568490764909 8.1848423471785625e-05 -5.9663628419941567e-05 -0.0011867829853312787 0.0017606160590206959
leaf_count=4929 36060 223926 16876 4103 1316 22044 220 14028 255 18809 1926 3128 1040 201 176 47 6623 1103 26 901 681 97 1172 90 65 70 1679 258 27 55
internal_value=0 -0.00115812 -0.0337039 -0.0997918 0.0333759 -0.0172503 -0.144179 0.00528057 -0.0210857 -0.0262235 0.0302323 -0.0766316 -0.0713844 0.110942 0.516997 1.03546 0.106785 0.234882 -0.151029 -0.0117527 0.0506814 0.305947 -0.0530822 0.126953 0.792033 0.704745 -0.16356 -0.237818 0.347402 1.28513
internal_count=361931 259986 101945 22515 5419 79430 17096 57386 43358 43103 19994 23109 9564 2590 649 293 10430 3807 6974 1941 1881 778 19981 356 155 246 6948 5269 340 82
shrinkage=0.000980392


Tree=5993
num_leaves=31
num_cat=0
split_feature=1166 407 693 710 899 1452 1470 936 566 1089 561 1074 982 705 1356 1023 1450 338 623 393 622 769 392 968 1465 61 1456 67 1460 1452
split_gain=11.7118 19.4281 16.8997 16.8227 30.3267 20.2976 19.0704 18.2061 23.7752 23.9233 19.1448 20.7325 17.7558 17.1618 17.2655 38.3447 20.2315 17.6922 18.6943 16.8366 20.4104 16.764 16.521 16.6903 16.6684 16.3904 16.2518 17.9406 19.8473 26.956
threshold=-0.94772631485393388 -1.2965003005540392 -1.550609338685208 1.9207401787728819 0.83778821254891511 0.64630234182991153 -0.70412577816383015 0.30310323293594316 2.1710320005650359 1.0000000180025095e-35 -0.92723781459379284 0.27982727079775205 1.6027530853488912 0.32046342343737316 1.0000000180025095e-35 2.2900273674543703 -0.59149681175405766 1.0000000180025095e-35 -0.38851686472305119 1.9306075413196593 -1.1835893730196527 -0.47020565141826276 1.0000000180025095e-35 1.1344614004379376 0.046692505850213992 1.7262725660818381 0.042545365537477266 1.7832577399177876 0.90313332808047908 0.59388296513046446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 -2 21 7 5 -5 -7 13 9 10 11 -9 -10 -4 19 17 -17 18 -16 20 -15 -3 23 -19 -24 -23 -1 28 29 -28
right_child=1 2 3 4 -6 6 -8 8 12 -11 -12 -13 -14 14 15 16 -18 22 -20 -21 -22 25 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.6758596258588677e-05 -5.8835451717774549e-05 1.0170337715905546e-05 -1.0701407636377965e-05 8.2688763250216601e-05 -0.00015499259146552392 5.2337585919652915e-05 0.00046475509872994286 0.0001717479865135348 0.00013143360802593377 -8.4851004456607688e-06 -0.00014472380029962681 -0.00025981146384183331 0.000842222888927051 -0.00039360565914487328 -4.4163450168478557e-07 -0.00079801444727899693 -0.00013197311355372845 -6.0804657717790885e-05 0.00030363942731047761 -0.00015801533458960741 2.9561246594365404e-05 -0.00027910400921485741 6.9590117584298217e-05 0.00019895415538612483 0.00025131541523739086 0.00027303870176946749 -0.00020086342611024346 0.00017815174799284064 0.00011143472568729757 6.0566867564542107e-05
leaf_count=81496 35390 3169 65611 8248 2136 815 1296 2196 1905 38575 15778 875 159 612 1356 312 774 5529 3370 2766 50883 3471 7184 1418 3266 333 15887 1249 2063 3809
internal_value=0 -0.00137326 0.00561211 0.00895602 0.0873412 0.135468 0.320423 0.00375011 -0.0311563 -0.0410121 -0.11264 0.0577629 0.192691 0.017242 0.0391022 0.0882695 -0.315756 0.107604 0.226392 0.0167295 0.0255026 -0.113635 0.0758095 -0.00732931 0.129585 -0.230572 -0.0336223 -0.100204 -0.121873 -0.152769
internal_count=361931 257427 222037 215064 12495 10359 2111 202569 59488 57424 18849 3071 2064 143081 77470 23209 1086 22123 4726 54261 51495 6973 17397 6947 10450 3804 104504 23008 21759 19696
shrinkage=0.000980392


Tree=5994
num_leaves=31
num_cat=0
split_feature=785 125 1470 728 926 869 909 507 21 430 257 626 306 225 708 1206 1322 57 602 192 1311 845 359 768 689 1048 1393 951 197 1458
split_gain=13.1436 12.3814 19.0027 18.3911 24.9289 23.7032 23.6613 23.4209 18.403 18.197 18.0823 17.7573 18.1576 19.2977 17.1594 16.8384 16.4072 16.3324 20.731 17.8467 18.6078 16.2674 22.5231 16.2647 16.2471 15.7719 15.8094 15.7333 15.6862 15.4598
threshold=-0.86283290253235112 0.58518330826110332 -1.3782462404802098 -0.90320472132347296 1.0000000180025095e-35 1.0000000180025095e-35 0.9119020701661501 1.0941628986121894 0.62211875780133752 -0.55330194412233291 1.0000000180025095e-35 -0.31839690630110712 1.0505480127069649 -0.47634473380030767 0.53682057503514458 -0.89070711086558196 -1.7015786610131234 1.0000000180025095e-35 0.66849908449309148 -0.43085510457888271 -1.1871207999173421 -0.63685020017592597 1.5083148896890295 1.2305645732677049 1.1511195098725142 0.9687098493396209 -0.010455111079415423 0.4454315257619969 1.7525974049969186 -0.51735096401482072
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 10 11 8 27 -6 28 -7 13 -13 16 -11 -15 -4 19 25 23 -10 -23 -21 -9 26 -19 -2 -5 -29
right_child=1 2 17 4 9 6 -8 24 21 15 -12 12 -14 14 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=3.6086503674947649e-05 -5.3210697596698013e-06 -0.00082179459802137454 -1.4449137547391962e-05 -2.1707238889654007e-05 -9.3073938102100187e-06 -0.0001017209460978199 -0.00018644342090594541 0.00018074148220137987 -0.00024525783950495576 -0.00017856648122671615 3.5809589512742003e-05 0.00010161984727716823 0.00023324658500236219 -0.00076586958794875822 -0.00034466800198517842 -7.0911935608458098e-05 -2.3393756121250448e-05 -0.00011957579012746593 -7.7706299903864876e-05 -8.8412933460878926e-05 0.00014627870142587868 2.1345874691365517e-05 -0.00065312040955752188 -0.0010907237919309189 -0.00014438232596880333 0.00022152244516274397 6.6930446939052592e-05 0.00029848758627914963 -0.00025039792902183214 4.9646719970814011e-05
leaf_count=29559 28828 143 46157 37232 25644 15549 8359 5425 2680 14796 45203 5903 1715 280 1686 43255 9096 4331 4390 696 11979 3864 266 100 917 1296 3988 1696 2709 4189
internal_value=0 -0.0139464 0.0108952 -0.0227428 -0.0333842 -0.0132032 -0.0648989 0.0185596 -0.00366568 -0.0705107 0.00806869 -0.0348411 0.0160035 -0.0120548 -0.0764763 -0.0959639 -0.0389667 0.0124055 0.0530866 0.0795495 0.129896 -0.110846 -0.0218742 -0.20235 0.141489 0.00769028 -0.0278664 0.0199854 -0.0335406 0.124083
internal_count=361931 332372 73080 259292 211427 127732 42588 47865 41523 83695 85144 34229 18680 16965 11062 58051 9376 72937 26780 22390 12775 6810 4130 796 6342 9615 8319 34713 39941 5885
shrinkage=0.000980392


Tree=5995
num_leaves=31
num_cat=0
split_feature=184 973 979 1324 0 149 880 1202 499 845 708 1113 702 764 207 280 763 53 153 1467 697 296 1425 75 1120 14 1175 706 1430 1049
split_gain=7.3726 12.014 14.0443 14.8359 14.758 17.6601 13.4709 20.1478 15.496 12.8722 14.6575 16.8198 19.0915 12.7213 14.9194 14.2141 13.7399 14.7946 13.0198 18.5793 15.3848 14.5998 12.8916 13.9584 12.6682 13.4239 15.9342 12.5737 12.5652 15.1136
threshold=1.0000000180025095e-35 -0.20249419830109713 1.6318695571112021 1.9645938461050982 2.7232170171423564 -1.4937802461584875 1.0000000180025095e-35 1.0000000180025095e-35 0.57326614062739767 0.054423191010938482 -0.062583130981342716 0.37466918303553925 -0.18463059932861034 2.3666436365133126 1.401202244301919 0.76202409156736584 2.7777923932329127 2.6232672237782171 -0.27333390057120605 0.15407857731996497 0.97862902942800478 -0.56410053650187508 1.0000000180025095e-35 -0.56379890230275653 -0.68884237781417434 -0.24943665579757326 1.4748390043618314 2.0258146145105322 1.4660437873930479 2.8027271870876302
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 9 28 -6 13 8 -8 -4 -11 12 -12 16 24 -16 17 -2 19 22 -20 -21 23 -19 -15 -26 -27 -18 -3 -30
right_child=1 2 3 -5 5 -7 7 -9 -10 10 11 -13 -14 14 15 -17 27 18 20 21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00024675907695575398 5.0707436115137907e-05 -0.003322207195280077 0.019076927221673111 -0.048376584218058634 -0.047720777329904124 0.01712846132480611 -0.0045128245816613566 0.0021572812326761245 -0.018131911627112651 -0.016736430491318413 -0.05140242329061237 0.064321357877850413 0.038417835811409756 0.02096145669173663 0.055552132617242449 -0.053797732957978794 0.0097897053729734205 -0.03378681496472663 0.012638144109555362 0.048453551340364061 -0.040170405073942546 -0.041288921583985567 0.092274211899294745 0.051437053458615281 0.010525864333164955 -0.019715990595063407 0.041404140492599245 0.060838699948739465 0.0022408979747284481 0.070433094929833337
leaf_count=225587 46243 62611 1098 77 125 938 6125 6674 1751 523 94 102 79 659 137 29 1479 53 514 42 107 86 64 110 865 568 57 93 5002 39
internal_value=0 -0.0182507 -0.0430831 0.171941 -0.0496139 0.251229 0.00529232 -0.0641263 -0.14912 0.216107 -0.0580619 0.437989 -0.080438 0.0236882 0.197597 0.87094 0.0149162 0.00753772 0.302202 0.669609 0.0896237 -0.143848 1.04342 0.659472 0.142262 0.0186481 -0.254827 0.249488 -0.054668 0.0571083
internal_count=361931 136344 70688 1973 68715 1063 65656 14550 7876 1896 798 275 173 51106 2315 166 48791 47219 976 355 621 128 227 163 2149 1490 625 1572 67652 5041
shrinkage=0.05


Tree=5996
num_leaves=31
num_cat=0
split_feature=470 464 713 670 409 626 1428 967 789 1325 1193 1255 864 1191 51 921 493 1003 381 593 347 363 554 1028 903 149 488 764 71 1120
split_gain=12.1442 19.2605 16.0544 21.5454 15.904 14.3481 19.553 18.02 17.858 19.3352 18.2561 18.0234 17.7566 17.6328 17.2314 16.8012 18.7662 16.1357 16.5554 16.8851 17.606 17.7494 19.4737 15.77 15.6609 17.4571 16.361 15.6238 15.3018 17.0622
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.2294551496329555 -0.32621035539257243 1.0000000180025095e-35 1.4952865769287931 1.1248358748350926 -0.20168657304938695 1.8897173797948132 -1.405926052860629 -0.31720521507743832 -0.88332872629469084 1.8613588887694643 0.62154522891879982 -0.90792306245201071 1.4914078932498127 -0.32502189658861175 1.0000000180025095e-35 0.0794460941510121 0.68961049843312983 -0.77169692780567245 -0.96688480048775205 -0.22827962314654313 -0.72008449039716327 2.8515552888993336 0.53796791221812268 0.29651547708296028 0.085386582207178721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -2 9 10 24 -11 15 14 -10 28 -17 18 19 -15 -21 -22 -23 -19 26 -26 -7 -24 -13 -30
right_child=5 -3 3 -5 -6 8 -8 -9 13 11 -12 12 -14 17 -16 16 -18 23 -20 20 21 22 27 -25 25 -27 -28 -29 29 -31
leaf_value=2.7366270821303417e-05 1.3810309150783368e-05 -3.8933788964045044e-06 -3.4723951790417462e-05 -0.00015219294897240258 -0.00041032688089305699 2.0083651321220032e-05 -7.5560622726161694e-05 -0.00014151793298789822 -0.00042160129083016027 -0.00014886279154827962 0.00019335198766153773 0.00013790656445347217 3.2834646230283645e-05 -5.2455296064869925e-05 0.00098621052983013089 0.00066615247013497927 0.00019289453051586611 -0.00065238212644644941 -0.00013084994708671151 4.4252635473303823e-05 0.0003205511932271967 0.0032594451317748104 0.0012082595443812195 0.00017752355152755042 7.3103345553184138e-05 -9.3957698803178241e-05 0.00053411366362817272 -0.0012736973254687115 -0.00011242662268930703 0.00012133842557950903
leaf_count=12582 52759 89765 39145 27310 1777 18997 25469 4844 957 2354 2310 10945 28233 3900 50 427 2529 163 7466 1272 488 20 87 1936 4193 15769 281 22 3101 2780
internal_value=0 -0.025097 -0.0606769 -0.0796601 -0.0433984 0.00329676 -0.0204614 0.00257668 0.0198204 0.0317322 -0.00517266 0.0601996 0.0683806 -0.0497267 -0.357954 0.119255 0.270035 -0.0315785 -0.0633353 0.0307154 0.217715 0.524146 1.27461 0.139101 -0.0164276 -0.0620321 0.0288038 0.893997 0.0918747 0.000815839
internal_count=361931 170579 80814 68232 40922 191352 83072 57603 108280 91919 41550 50369 48015 16361 1007 19782 2956 15354 13255 5789 1889 617 129 2099 39240 19962 19278 109 16826 5881
shrinkage=0.000980392


Tree=5997
num_leaves=31
num_cat=0
split_feature=181 1454 1452 1226 1220 21 1455 1460 1427 1449 1469 1461 21 1453 1469 1451 1469 1464 1468 1450 1454 1449 1454 1450 1452 1451 1458 1457 909 627
split_gain=10.78 11.9653 20.5913 16.6099 16.4435 16.3412 29.1428 23.4673 28.2265 24.0174 22.1361 21.2659 18.9978 21.724 18.5363 18.499 18.3174 18.2996 27.7837 27.1669 50.6848 26.5307 26.0265 42.7709 30.09 25.2122 24.2541 23.7974 23.4567 20.1331
threshold=1.0000000180025095e-35 -0.2363894608792538 1.2756511722692228 1.3976603854473784 1.495477173205306 -1.0798509198017876 0.46304910557563933 1.3228809068545828 1.0000000180025095e-35 -0.16476281433214623 -0.81490090580954255 2.5032120688259147 1.189441983669046 3.5235182473523379 2.0255131783821718 0.73539989607580092 -1.1965077841566287 -0.43279898335635575 1.8034839195215984 0.27262452905359075 2.311341190271452 0.31881434390535024 0.8862013653042119 -0.44975414142939646 0.57845329651378008 2.0946814787157892 1.0000000180025095e-35 -0.34506681842024162 0.09468287894006136 -0.77081965765518168
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 11 9 -9 10 -8 14 -7 17 16 -12 -3 28 19 20 21 22 23 -19 -24 -22 -27 -23 -14 -26
right_child=-2 5 -4 4 -6 12 7 8 -10 -11 15 -13 13 -15 -16 -17 -18 18 -20 -21 25 27 24 -25 29 26 -28 -29 -30 -31
leaf_value=-3.7749212175617716e-06 -3.5697099408643678e-05 0.0002203398610142686 -0.00019700380306306398 -7.3681064315972742e-05 -0.00049732847644040753 -6.8530213861724904e-06 -0.00020023462143646737 -0.0005179758690340607 0.00020883973390362735 0.00049262546618367327 0.00052465959072479733 0.00055874598531552506 9.6746164020114966e-05 -0.00023086329711437969 0.0018917517635759805 -0.00013524528295389402 -0.00010771014323100453 0.00036842789751599496 -0.00021454769370718647 0.00033694165295912747 -0.00072466213516522401 0.00017837050239971291 2.1896242214340343e-05 -4.8980449759240053e-05 0.00059010966730221155 -0.0012020457359322458 0.00041819504904062936 0.00069098844925360732 -0.00014569144265654365 -0.00086349474968775482
leaf_count=132539 75166 950 4160 13753 566 102408 700 407 691 1755 706 291 4482 1092 28 310 6134 2330 1045 2752 516 1029 1082 2414 44 53 199 719 3258 352
internal_value=0 -0.00121677 -0.0162732 -0.0119991 -0.0919394 0.0141885 0.0997803 0.23353 -0.0456913 0.326096 0.126408 -0.00644763 0.00670073 0.0658835 -0.0387224 0.335737 -0.0474215 0.0822483 0.134064 0.164458 0.100898 0.153977 0.0845145 0.1658 -0.173388 -0.441493 0.0982433 0.392158 -0.00228162 -0.690116
internal_count=361931 286765 151018 146858 14319 135747 11972 4569 1098 3471 1716 7403 123775 21367 7112 1016 7084 20275 12535 11490 8738 7970 6222 4744 1478 768 252 1748 7740 396
shrinkage=0.000980392


Tree=5998
num_leaves=31
num_cat=0
split_feature=785 516 564 789 623 566 723 770 45 135 348 483 728 650 703 921 930 924 854 797 797 866 909 84 903 768 1452 288 479 1452
split_gain=10.5795 10.0826 19.2291 18.063 16.0761 19.2432 18.1699 17.7396 15.8739 17.5835 15.7929 15.628 15.5912 30.1893 28.1569 26.2563 25.3895 23.0893 20.4756 28.2568 20.1606 20.7433 26.9462 20.0709 20.9768 19.5352 19.4428 18.238 17.8419 17.7459
threshold=-0.86283290253235112 1.0000000180025095e-35 1.4188032667957222 1.1248358748350926 1.9538269969423816 2.1059719136688364 1.0000000180025095e-35 1.1976726590858044 2.0672121897419058 0.28940055740175324 -1.617447066059148 1.1592438018667093 -1.3163276726681863 1.253152870847948 -1.4278711406352407 1.0525743831388839 1.0000000180025095e-35 0.38785916688843908 -0.87473648844905705 0.63961785378869596 0.63961785378869596 0.5880156106821478 1.3552517528556072 0.023156848090178681 0.50238127304634717 1.4942126327982546 0.054107511653421626 1.7036534467031745 1.6834386678921571 -0.18157124906225561
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 12 7 11 9 -8 -6 -7 13 16 -15 17 26 18 19 -14 -20 23 -23 24 -22 -16 29 -18 -21 -3
right_child=1 3 -4 -5 10 6 8 -9 -10 -11 -12 -13 15 14 25 -17 27 -19 20 28 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.3809438519721282e-05 -1.8002791533644457e-05 7.1367896501624899e-05 -0.00011711903392984982 -5.9137827467514091e-05 -0.00048570567486435072 8.125189249120152e-05 8.6964332184139397e-05 -0.00053432167333045523 -0.0005043221571184969 0.00038058928140868826 0.00011712929971020596 -0.00059492855411179941 -2.8833105130712837e-05 -0.00014167834504208335 0.00032263168882846582 6.4221228238233076e-05 -4.4687595912464313e-05 1.8287385306747791e-05 -4.5142830149178487e-05 0.00036072199416669709 3.5289091316919649e-06 -0.00010728657369176723 0.00040554970540449063 -0.00031222808708035042 -0.00035974056731962465 -0.00018460372034828632 0.00023415902316667331 -0.00042765889495939905 -0.0010680325781476053 -0.00027673914763301429
leaf_count=29559 127632 4404 12647 23724 313 2645 1798 310 140 1702 8070 196 3902 1172 3626 18123 9446 36804 55925 1349 3666 2398 614 5101 1479 479 3014 682 65 946
internal_value=0 -0.0111354 -0.028099 -0.00060427 0.00808229 0.00254777 0.115258 -0.0128352 0.213837 0.240643 0.103633 0.0404322 -0.00339381 0.0499067 0.200312 -0.0141101 0.00597933 -0.028621 -0.0540284 0.0805642 -0.0661956 -0.15345 0.0163201 -0.210247 -0.0951981 0.27937 0.0985539 -0.0715721 0.328435 0.0125842
internal_count=361931 332372 140279 192093 168369 159986 6791 3151 3640 3500 8383 2841 153195 23769 5277 129426 18492 111303 74499 5316 69183 13258 3012 10246 5145 4105 8364 10128 1414 5350
shrinkage=0.000980392


Tree=5999
num_leaves=31
num_cat=0
split_feature=785 728 1469 626 70 434 1112 562 1260 1393 6 777 1114 1183 1325 1379 79 1467 776 10 355 1227 285 1047 1032 174 1143 1046 553 979
split_gain=7.51804 9.28885 9.00629 8.84659 11.1524 9.22143 9.08586 8.97526 9.27551 9.74545 9.29347 9.02992 9.76194 9.43384 12.3248 10.3012 13.1952 12.1961 10.5815 10.7628 10.0788 9.9647 9.75206 9.36911 11.0089 11.5412 9.77259 9.31376 9.70885 9.00907
threshold=-0.86283290253235112 -0.49008176997875957 -1.3460032622719822 1.3771215465468696 2.0262028667013605 -0.90162527835396744 2.4004652929792578 -1.3329326700387931 1.9333610853990641 0.78289297240039624 -0.70020603886788846 0.18407563922953243 0.51378546582788409 0.76365206452246459 -0.021242489329830302 0.64561649177409286 1.0241366258890163 -0.50269656915251459 -0.29245527614780281 -0.61685392777268189 -1.135386252566023 0.45217487547399066 0.036524725471492166 0.55143951951702175 1.0000000180025095e-35 -0.32966149102970849 0.2783345628009134 0.29810164639970477 -0.01278887673790041 -0.63718771754949344
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -7 9 11 -10 13 -13 15 27 17 23 -9 20 -20 -19 22 -16 24 25 -17 -25 -15 -29 -12
right_child=-2 2 -4 4 -6 6 -8 8 10 -11 29 12 -14 14 21 16 -18 18 19 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
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shrinkage=0.05



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